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] [-0.59791000000000005:0.70184999999999997] [-0.60138000000000003:0.70184999999999997] [-0.62073999999999996:0.70228999999999997] none none none [-0.38268999999999997:0.16123999999999999] [-0.56786000000000003:0.68310000000000004] [-0.54022999999999999:0.74631999999999998] [-0.49923000000000001:0.15009] [-0.57233999999999996:0.68310000000000004] [-0.59791000000000005:0.74460000000000004] [-0.49923000000000001:0.15040999999999999] [-0.59406000000000003:0.78696999999999995] [-0.60651999999999995:0.75126000000000004] none none none none none none none none none none none none none [-0.23147000000000001:0.23118] [-0.26168999999999998:0.26846999999999999] [-0.25852999999999998:0.11430999999999999] [-0.25852999999999998:0.23218] [-0.54466999999999999:0.13420000000000001] none none none [-0.26168999999999998:0.16095000000000001] [-0.54523999999999995:0.45571] [-0.52769999999999995:0.69494999999999996] [-0.40655999999999998:0.15598999999999999] [-0.55659999999999998:0.45696999999999999] [-0.61385000000000001:0.78696999999999995] [-0.24507000000000001:0.17441000000000001] [-0.23196:0.16383] [-0.25341999999999998:0.17313999999999999] [-0.49923000000000001:0.18717] [-0.58199000000000001:0.45638000000000001] [-0.56516:0.69494999999999996] [-0.50095000000000001:0.18991] [-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 [-0.24707999999999999:0.22533] [-0.56050999999999995:0.27627000000000002] none none none [-0.14799999999999999:0.11366999999999999] [-0.087639999999999996:0.1237] none [-0.14463000000000001:0.12622] [-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] [-0.53210999999999997:0.69581000000000004] [-0.24553:0.1769] [-0.41400999999999999:0.23347999999999999] [-0.56272999999999995:0.68659999999999999] none none none [-0.10024:0.18636] [-0.23401:0.64232999999999996] [-0.56516:0.68325999999999998] [-0.50095000000000001:0.16921] [-0.58199000000000001:0.63695999999999997] [-0.59989000000000003:0.73448000000000002] none none none none [0:0.12175] [-0.0964:0.13947999999999999] none [-0.10228:0.15687999999999999] [-0.15171999999999999:0.13003999999999999] none none none [0:0.16391] [-0.48415999999999998:0.24052000000000001] [-0.56530999999999998:0.69496999999999998] [-0.50095000000000001:0.17551] [-0.57262999999999997:0.32147999999999999] [-0.62073999999999996:0.73365999999999998] [0:0.16855000000000001] [-0.23627000000000001:0.17038] [-0.23108000000000001:0.63565000000000005] [-0.41333999999999999:0.18378] [-0.59733999999999998:0.64702999999999999] [-0.60138000000000003:0.73936000000000002] [-0.49086000000000002:0.18301999999999999] [-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 [-0.24202000000000001:0.1026] none [-0.50253999999999999:0.51432999999999995] 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 [-0.47387000000000001:0.70691999999999999] none [-0.4113:0.32552999999999999] [-0.38246999999999998:0.69159000000000004] none none none none none [-0.52470000000000006:0.1792] [-0.41608000000000001:0.15598999999999999] [-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] [-0.27596999999999999:0.13969999999999999] [-0.55452000000000001:0.31236000000000003] [-0.59989000000000003:0.62075999999999998] none none none [0:0.15679999999999999] [-0.56281999999999999:0.32985999999999999] [-0.59343999999999997:0.68103000000000002] [-0.48765999999999998:0.18991] [-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 [-0.23893:0.13358] none none none none none none none none none none none none none [0:0.23837] [-0.47387000000000001:0.70694999999999997] none [-0.24721000000000001:0.12778999999999999] [-0.52769999999999995:0.52298999999999995] none none none [0:0.1368] [-0.091840000000000005:0.16372] [-0.51446999999999998:0.23793] [-0.48560999999999999:0.14443] [-0.52842999999999996:0.50200999999999996] [-0.54928999999999994:0.73765000000000003] 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] [-0.57128999999999996:0.24224999999999999] [-0.55327999999999999:0.74012999999999995] none none none [-0.49923000000000001:0.16391] [-0.59791000000000005:0.45321] [-0.59791000000000005:0.68096999999999996] [-0.49086000000000002:0.16999] [-0.57030999999999998:0.50200999999999996] [-0.59728999999999999:0.64376] 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 [-0.49165999999999999:0.73753000000000002] 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] [-0.55742999999999998:0.14219000000000001] [-0.53271999999999997:0.73448000000000002] none none none none none none none none none none none none none none none none none none none 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] [-0.48560999999999999:0.14443] [-0.53285000000000005:0.50200999999999996] [-0.52844000000000002:0.51349999999999996] none none none none none none none none none none none none none [-0.23147000000000001:0.21589] [-0.40643000000000001:0.27062999999999998] [-0.50095000000000001:0.13211999999999999] [-0.56942999999999999:0.21612999999999999] [-0.54249999999999998:0.27231] [0:0.16855000000000001] [-0.23627000000000001:0.17038] none [-0.49923000000000001:0.15679999999999999] [-0.59791000000000005:0.45321] [-0.59791000000000005:0.68103000000000002] [-0.49086000000000002:0.16999] [-0.57826999999999995:0.62885000000000002] [-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 [-0.23180000000000001:0.13086] none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.39101000000000002:0.32567000000000002] [-0.50775999999999999:0.63617000000000001] none none none none none none [-0.40389000000000003:0.12076000000000001] none [-0.54781999999999997:0.73562000000000005] none none none none none none none none none none none none none none none none [-0.10496999999999999:0.13547999999999999] [-0.23796999999999999:0.27506999999999998] none none none [-0.49923000000000001:0.13256000000000001] [-0.45956999999999998:0.21589] [-0.24612999999999999:0.27589999999999998] [-0.50095000000000001:0.14752999999999999] [-0.5323:0.63575999999999999] [-0.57099999999999995:0.72880999999999996] 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] [-0.24231:0.24657999999999999] none [-0.22874:0.22733999999999999] [-0.50814000000000004:0.43242000000000003] none none none [0:0.16384000000000001] [-0.10982:0.45544000000000001] [-0.44535000000000002:0.62148000000000003] [-0.24314:0.16611999999999999] [-0.56735999999999998:0.45696999999999999] [-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 [-0.49923000000000001:0.14646000000000001] [-0.45956999999999998:0.15040000000000001] [-0.29710999999999999:0.41628999999999999] [-0.49086000000000002:0.16855000000000001] [-0.57274999999999998:0.16449] [-0.55806999999999995:0.68593000000000004]
tree_sizes=3463 3467 3475 3483 3483 3483 3482 3492 3486 3487 3475 3487 3491 3480 3511 3462 3472 3492 3488 3476 3483 3504 3495 3501 3502 3491 3511 3510 3506 3514 3523 3497 3519 3500 3507 3533 3504 3520 3521 3515 3510 3533 3515 3514 3516 3497 3510 3498 3496 3492 3503 3516 3518 3526 3498 3524 3509 3515 3523 3524 3503 3499 3520 3530 3517 3512 3506 3511 3509 3502 3511 3528 3515 3502 3477 3515 3546 3512 3504 3523 3517 3528 3497 3496 3512 3515 3513 3521 3499 3522 3491 3541 3507 3526 3511 3537 3523 3512 3508 3517 3482 3505 3536 3502 3519 3502 3516 3542 3525 3519 3509 3511 3503 3499 3506 3521 3519 3527 3508 3547 3487 3516 3510 3506 3485 3521 3509 3503 3505 3517 3541 3513 3514 3532 3496 3523 3525 3523 3512 3516 3518 3503 3522 3538 3515 3557 3523 3510 3539 3485 3521 3500 3505 3525 3525 3526 3529 3517 3502 3511 3532 3535 3541 3532 3515 3514 3503 3549 3525 3535 3533 3538 3509 3518 3538 3534 3509 3558 3537 3516 3508 3524 3540 3507 3548 3515 3497 3563 3524 3548 3542 3543 3499 3535 3512 3546 3527 3515 3514 3544 3519 3517 3516 3526 3525 3498 3525 3514 3509 3548 3559 3516 3555 3526 3546 3538 3545 3536 3577 3533 3533 3556 3543 3550 3573 3560 3505 3569 3572 3566 3551 3590 3566 3569 3534 3542 3522 3546 3537 3558 3549 3560 3529 3553 3550 3565 3579 3534 3590 3551 3591 3577 3530 3592 3559 3539 3576 3505 3559 3590 3533 3545 3548 3564 3574 3550 3543 3565 3582 3576 3551 3539 3564 3601 3559 3553 3573 3585 3547 3611 3571 3556 3614 3566 3589 3548 3602 3569 3561 3581 3591 3557 3596 3564 3534 3549 3596 3576 3588 3586 3580 3580 3543 3590 3602 3572 3595 3598 3596 3585 3601 3581 3571 3611 3613 3556 3589 3589 3579 3573 3581 3570 3582 3542 3582 3610 3576 3605 3588 3574 3563 3583 3570 3583 3594 3561 3575 3587 3570 3586 3579 3577 3596 3579 3611 3581 3564 3613 3584 3561 3585 3569 3576 3610 3575 3550 3565 3604 3578 3613 3565 3565 3578 3579 3590 3579 3595 3590 3597 3575 3592 3587 3579 3592 3609 3590 3602 3599 3613 3603 3580 3574 3599 3585 3623 3588 3570 3591 3613 3584 3599 3577 3575 3574 3599 3599 3595 3587 3593 3627 3577 3621 3608 3595 3622 3582 3632 3593 3634 3560 3587 3575 3579 3585 3590 3579 3584 3628 3602 3596 3578 3600 3566 3594 3580 3600 3599 3605 3594 3594 3569 3602 3628 3586 3597 3605 3606 3599 3601 3579 3599 3586 3583 3602 3614 3582 3592 3612 3586 3602 3621 3586 3594 3614 3629 3612 3584 3617 3588 3572 3595 3581 3606 3578 3616 3636 3612 3634 3648 3608 3611 3628 3617 3599 3614 3640 3605 3601 3601 3629 3573 3643 3604 3631 3620 3637 3639 3645 3657 3642 3576 3683 3598 3576 3592 3617 3661 3635 3607 3615 3606 3593 3661 3626 3595 3679 3626 3638 3677 3600 3686 3614 3613 3633 3605 3619 3603 3607 3627 3580 3593 3661 3592 3634 3601 3613 3654 3655 3656 3628 3632 3653 3635 3686 3675 3645 3656 3624 3662 3630 3604 3670 3668 3651 3673 3663 3623 3678 3622 3621 3666 3615 3608 3594 3624 3669 3657 3639 3608 3684 3625 3615 3653 3598 3679 3637 3630 3674 3636 3636 3610 3615 3657 3676 3606 3591 3619 3684 3678 3643 3678 3610 3667 3671 3607 3674 3659 3662 3630 3654 3638 3666 3668 3652 3666 3625 3594 3698 3689 3696 3678 3701 3654 3678 3668 3692 3668 3676 3675 3704 3700 3708 3682 3664 3705 3703 3672 3682 3649 3674 3654 3663 3657 3669 3691 3695 3697 3701 3681 3676 3658 3698 3676 3680 3686 3680 3679 3708 3694 3661 3683 3658 3683 3683 3672 3674 3690 3703 3692 3682 3679 3666 3678 3700 3700 3697 3698 3702 3695 3686 3700 3713 3680 3683 3694 3706 3702 3719 3661 3716 3709 3699 3692 3662 3680 3685 3693 3732 3702 3659 3701 3695 3702 3714 3717 3702 3700 3695 3719 3753 3726 3726 3717 3701 3731 3691 3718 3698 3724 3704 3658 3705 3700 3708 3761 3749 3689 3743 3750 3742 3678 3748 3767 3745 3688 3752 3762 3759 3762 3756 3737 3688 3777 3747 3690 3755 3737 3778 3765 3687 3747 3711 3748 3682 3742 3706 3761 3733 3770 3753 3710 3779 3761 3697 3657 3764 3750 3768 3761 3749 3735 3746 3724 3744 3758 3766 3751 3736 3733 3772 3752 3786 3747 3756 3735 3756 3755 3775 3751 3755 3759 3762 3773 3740 3794 3776 3758 3803 3776 3784 3762 3745 3770 3754 3741 3741 3767 3754 3781 3756 3782 3757 3773 3803 3750 3774 3740 3757 3774 3789 3788 3755 3750 3801 3788 3786 3787 3764 3794 3777 3767 3788 3766 3785 3739 3807 3753 3799 3739 3761 3773 3792 3805 3796 3782 3790 3790 3768 3803 3777 3808 3817 3815 3811 3772 3804 3802 3784 3794 3818 3815 3786 3829 3780 3823 3808 3796 3828 3786 3792 3802 3774 3797 3812 3813 3787 3826 3792 3796 3840 3803 3835 3798 3801 3825 3821 3802 3830 3802 3816 3783 3786 3789 3795 3822 3819 3813 3825 3805 3823 3794 3804 3822 3807 3817 3790 3817 3822 3816 3826 3812 3844 3801 3819 3807 3821 3835 3801 3705 3829 3800 3589 3846 3808 3823 3827 3854 3820 3794 3835 3801 3684 3808 3843 3801 3796 3678 3816 3796 3805 3826 3800 3819 3804 3820 3817 3812 3841 3815 3795 3835 3812 3807 3810 3816 3801 3710 3595 3573 3825 3579 3474 3814 3797 3849 3569 3836 3850 3725 3831 3585 3593 3205 3823 3841 3352 3819 3827 3813 3808 3673 3360 3238 3792 3125 3109 2999 3121 3819 3807 3835 3235 3221 2867 3851 2872 3816 3008 2762 3114 3819 3014 2875 3830 2760 2755 3835 2770 2740 2769 3862 3839 3853 2998 3834 2489 3851 3835 2857 3826 3834 2986 3846 2751 3829 3839 2492 3804 3830 3848 3852 2859 3836 2766 3862 3808 3857 2885 3837 3828 3803 3833 2983 3824 3839 3845 3112 3217 3195 2985 2986 3843 2997 2860 3855 3846 2985 3822 3839 2985 2853 2759 2612 2522 2624 3823 2504 3865 2621 2386 2626 3837 2530 3830 3856 2404 3855 2530 2509 2284 3826 2397 2289 2398 3847 3847 3853 2496 2396 2284 3864 2421 3850 3859 2404 2393 2266 2394 2282 3813 2374 2271 3841 2051 2289 2129 2049 3850 2147 2146 2151 2151 3811 1941 2140 3858 2168 2164 1904 1926 2171 2062 1904 3599 2164 3864 3877 3862 3851 1926 2164 2039 3889 3847 3856 2159 3860 2155 3844 3847 3859 2046 3483 3845 3610 3837 3851 3854 3844 2395 2407 3839 3844 3863 2403 2402 2403 2516 3861 3843 3865 3866 3861 3835 3855 2399 2393 3855 2373 3852 3842 3861 2525 3856 2400 2651 2404 2521 2278 3822 3859 2514 3864 2632 2397 2383 3853 2163 3854 2629 3862 3847 2282 2404 2154 3852 2159 2271 2285 3824 3858 3830 2507 2279 2159 3862 3811 2390 3847 2275 3859 3879 3862 3849 3851 2640 3855 3834 2522 2516 3860 3844 3860 3852 2763 2505 3851 2524 3839 2525 2400 3849 3833 2632 2146 3841 2386 3870 3840 3820 3855 2520 2274 2389 2494 2396 3845 3865 3836 3865 2278 2368 3861 2378 3845 3835 3855 2264 2275 2389 3845 3842 3840 2160 2397 2513 2519 2392 2287 3849 3862 3832 3841 2408 2527 3851 3859 3848 2614 3852 3857 3830 2636 3846 3838 2640 3850 3848 3833 3833 2749 2521 2527 2399 3822 3846 2625 2510 3850 2497 2404 3849 3830 3859 2370 3853 2646 3815 3876 3849 3862 3868 2757 2500 2618 2508 3854 2408 2404 2397 3847 3839 2533 3831 3841 2650 2410 2397 3828 2278 3812 2144 2399 3865 3870 3848 3836 2516 3855 3871 2515 3826 3848 3830 3840 2625 3833 2521 2393 2530 3842 3847 3853 3844 3843 3826 3853 3842 3847 2531 2880 2986 2637 3848 2502 2407 3854 2642 3852 2768 3879 2613 3850 3829 2528 2254 2512 2377 2388 2394 2398 2409 2286 3841 3823 2032 2274 3839 3847 3838 2402 3842 2153 2286 2292 2148 1918 3822 2158 3831 3856 2396 3838 2285 3727 2170 3855 2396 2039 2155 2177 2055 2035 3853 2155 3829 3861 2173 3843 2405 2029 2049 3831 3719 1908 3842 2161 2168 3865 3858 3607 1923 3379 2036 3878 3838 3845 3844 2403 3825 2286 2163 3860 3843 3848 2165 3851 3850 2511 2169 3827 3603 2397 2280 2034 3843 2287 2274 2291 3611 3834 3820 3848 3858 2155 2396 3740 3843 2377 3849 3839 2380 3851 2379 2165 3849 3833 3844 3850 3851 3831 3845 2399 3851 3851 3846 2529 3842 2516 3847 2632 3844 2280 2390 3874 2278 2405 2261 3862 3842 2399 3854 3831 2395 2398 2404 3846 3847 2276 3868 3858 2640 3849 2519 3872 2402 2384 3736 2266 3857 2154 3858 2147 3870 3853 2388 3860 2147 2278 2272 2285 3863 2160 2397 2046 2049 3619 3870 2050 2031 3836 3881 3867 2026 2162 2277 1920 3844 2031 2033 2148 3837 2044 3514 2156 2048 2030 1898 2028 2031 1916 1794 2893 3721 1816 2026 1931 3612 3130 1930 1808 1905 3854 3513 3604 2157 3507 1921 2040 1924 1922 2046 1923 3384 1918 3501 1800 3638 1924 1928 3377 2023 2039 3722 1923 3260 3381 3588 1813 1916 1791 3031 1924 1919 2035 2026 3255 3730 1918 1811 3627 1688 1800 2894 3507 3227 2042 1917 1921 3241 3385 1781 2053 1803 2033 1813 3610 3253 1916 1926 1676 3126 3377 3260 1815 3382 3247 3276 3251 3513 2038 1802 1924 1926 1921 1807 3382 1925 3368 3471 1805 1805 3622 1791 3137 1919 1785 3628 2043 3390 1932 1808 1797 3131 1908 3396 3493 1930 1805 3247 1906 1912 1911 3250 3258 1791 3369 3110 1931 3019 1802 1796 3491 1932 3007 3479 3861 1932 2902 2044 3373 3365 3596 3241 3263 3511 2168 3149 3258 1916 3491 3506 3485 2047 1920 2026 2013 2042 1790 3136 2172 2005 3501 1910 3379 1922 3497 3265 3378 1929 2152 2043 1927 3139 1913 1914 3378 3026 3261 2044 3634 3264 3369 3372 2164 1927 3023 3239 2035 2906 2038 2903 2036 3494 3002 3495 2154 1924 3489 2271 1914 3486 3383 1916 1926 2026 3738 3387 3358 3704 3501 3261 3125 3728 3753 2283 2164 2043 2047 2045 3369 3479 2042 3218 3376 2041 1798 2046 3153 3368 2161 3719 3129 2143 3023 1921 3369 3145 1922 3497 2276 3596 3250 2026 1914 3244 3499 3600 3253 3831 2147 3487 2157 3501 2162 2150 3374 2147 3386 3263 1921 2159 3629 2154 3011 3129 3253 3236 2028 3258 2146 3491 2154 2262 2156 3640 2162 2256 2037 2051 2148 3235 1924 3265 3136 1928 2896 2036 3123 3137 3246 3006 1796 2898 3141 2149 3150 2040 2148 3145 1926 3251 3389 3141 3269 2039 2172 3355 2917 2039 3386 1927 2042 3263 3358 1891 2045 3022 3582 2160 3369 2035 2144 1909 2896 1919 3134 2031 2030 2911 1796 3010 3039 2150 3136 2043 2906 2025 2034 1804 1923 2045 1797 2651 3029 3137 3009 2906 1923 1677 1909 3008 3025 3250 2895 2775 2049 2663 3021 2911 3026 2043 2161 3351 1902 2023 1912 2886 1919 3145 1922 2906 2144 1925 1803 2780 2789 2042 1809 2897 1800 1921 1925 1805 3149 2904 2909 1801 1793 2153 2795 2769 2783 1932 1800 1908 1788 1923 2779 1805 1788 2785 1785 2778 1681 1915 1813 2887 2894 2671 1912 1684 2645 1683 2777 2659 1807 2677 1677 2779 2763 2659 2665 1675 2905 1923 1683 1676 1682 2897 2779 2669 2661 2910 1808 1914 1813 1888 1795 1674 2645 1806 2534 2647 1803 2674 2647 1811 1564 1563 2780 2802 1802 1689 1794 2659 2779 2872 2912 2668 2747 1671 1558 2768 1671 1795 1797 2901 1806 2657 1791 2541 1927 2777 2765 1790 2664 2523 2421 2779 2778 3029 1798 1921 1675 2549 2645 1922 1672 1920 2674 1770 2647 1683 1800 2655 1685 1681 1688 1806 2648 2406 1798 2534 2664 2766 1789 2662 1679 2763 2532 1679 2881 1807 1800 2652 1671 2646 2399 2422 2647 2654 1803 1906 2418 2659 1806 1789 2539 1684 1668 2411 1686 2418 1689 2414 2769 2660 1782 2662 2556 2422 2650 2663 1910 2666 1790 2666 1805 2532 2788 1799 1789 1806 2894 2671 2542 1679 2547 2884 1803 1789 2758 1810 1810 2542 2546 1928 1808 1913 2653 2770 2412 2647 2653 1917 2784 1690 2897 2793 2545 1796 2663 2905 1815 2658 1690 1924 2543 1918 1682 2795 2534 2641 2540 2543 2894 2913 1804 2044 2532 1919 2767 2538 2666 2544 2779 1814 1796 2656 2046 2536 2667 2792 2798 2527 1917 2651 2781 1908 2892 2036 2667 1927 2788 1925 2778 1910 1673 1681 2877 3016 1929 1791 1797 1801 1799 2292 2634 2653 1682 2416 2430 1796 1789 2643 1795 2669 1685 2552 2663 1914 2657 2030 2764 1920 2291 2784 2289 2291 1677 1793 1799 1799 2656 1679 2555 1807 1685 1556 2642 2169 1916 2420 1923 1678 1806 1553 2545 1553 1800 2395 1666 1800 1803 1560 2420 2161 2412 2414 2532 2416 1808 1803 2292 2539 2542 2425 2300 2305 1666 2274 3009 2529 2401 1678 1797 2540 2661 1804 2660 1682 1795 1552 1687 2432 1678 1677 1568 2285 1686 1561 2282 1676 2547 2295 2415 2420 1685 1564 1679 1570 1679 2183 2654 1695 2287 2421 1690 1803 2301 2409 1810 2422 1672 1800 2423 2158 1559 2420 1682 1684 2297 2177 2152 1806 1694 1562 2171 1806 2176 1805 1549 1675 2039 1694 1680 2306 1674 2057 2540 2403 2413 2297 1805 2287 1800 2276 2167 2662 2528 1677 1682 2297 2172 1556 2288 1808 1673 2403 1678 1662 2287 2287 2403 1671 1679 1679 2169 2182 2410 1677 1678 2306 1813 2410 2409 1560 1783 2180 2178 2416 1809 2419 1676 1671 2161 1561 1676 2168 2514 2546 2405 2171 1681 2402 2155 1555 2271 1779 1564 2183 1678 2415 2543 1673 2404 2533 2637 2283 1790 1670 2168 1677 2436 1675 1805 2162 1688 2170 2534 1567 2539 1788 1806 2666 1678 2300 2298 2298 2169 1554 1684 2270 1665 1682 1680 2296 1677 2296 1562 2293 2057 2277 1687 1795 1561 2146 2043 1438 1550 1682 2169 2293 2177 1443 2286 1674 2425 2176 1551 2274 1671 2279 2288 1572 2304 1556 2429 1684 2302 2183 1559 2397 1689 1676 1560 1681 1557 1439 2180 2295 1690 2293 2186 2180 1674 1677 2399 1565 1447 2391 2636 1548 2404 2173 2144 2427 1808 2273 1682 2165 2033 1669 2160 2295 1807 2157 1791 2404 1682 1799 1682 2397 1682 1664 2290 2180 2164 2427 2414 2175 2294 2408 1797 1683 1670 1681 1686 2276 1680 2284 2159 2171 1551 2286 2427 2175 1559 2288 2292 2416 1794 1675 2408 1796 1681 1576 2410 1683 1686 2166 1559 1793 2171 1929 1556 2289 2301 1803 2176 2183 1688 1668 2295 2302 2157 1681 1786 1563 2519 1798 2402 1682 1551 2289 2172 2291 2049 2414 1448 1666 2403 2045 2303 1669 2179 2177 1798 1445 1794 2179 1555 2055 2294 1688 2163 1671 1557 1680 1441 2414 2162 2292 1565 1668 2279 2177 1554 2404 2171 1680 1563 2056 1686 2059 2181 2534 1679 2290 2163 1797 2156 2067 1568 2283 2300 2292 2172 1557 1548 1560 1561 1941 1655 2043 2045 1684 2178 1794 2162 1542 1683 1553 1568 2180 2173 1555 2154 1666 1434 2065 2164 2174 2141 2174 1947 2532 1802 2189 2279 2055 1679 1672 1667 1537 1686 2167 1558 2294 1559 2182 2057 2185 1559 2056 2271 1674 1560 1676 1559 1569 2035 2383 2291 2298 1549 1788 1563 1935 2268 2041 2046 2156 1930 1680 2160 1668 1796 2172 1677 2065 1563 2061 2283 1680 1681 1558 1687 2042 2287 2160 2039 1676 1679 1575 1434 1438 1544 2051 1684 1442 1445 1561 1563 1422 2292 1686 2184 1443 2051 2043 1949 2060 1442 1556 2161 1436 1932 2046 2062 1947 1562 1933 1675 2186 2186 1446 1937 2149 1565 1561 1429 2055 1684 1562 2290 2309 2172 1442 2044 2175 1562 2170 2167 2055 2171 1679 2283 1568 2054 2053 2286 2165 1563 2053 2169 1552 1444 1669 2051 1557 2049 2040 1929 1679 2038 2156 2050 1566 2059 2298 2279 2288 1664 1669 2175 2041 1541 2176 1559 2170 2283 1662 2171 2283 1676 2050 1532 1563 2293 1561 1438 1673 1550 1556 1433 1554 2280 1680 2166 1813 1545 1447 1547 1550 2061 1566 1544 2059 2167 2283 2163 2175 1942 2051 2157 1934 2396 2144 1433 1545 1558 1561 1444 1817 1662 1442 1935 1552 1435 2056 2276 1551 2171 1546 2162 1551 2180 2176 1445 1675 2058 2165 1940 1543 1667 1437 2054 1669 1558 2292 2033 1556 1555 1552 1933 2043 1328 1672 2061 1676 1307 1564 1792 2041 1943 1433 1566 1443 1934 2176 1935 2052 2040 1668 1932 1444 1550 1446 2055 2300 1560 1427 1937 1555 1437 1435 1442 1935 1562 1810 1819 1935 1674 2054 1939 1571 2047 1435 2049 1922 2034 1317 1438 1433 2158 1823 1556 1933 1432 1559 2049 2064 1920 1555 2048 1816 2164 1557 1929 1553 1554 1928 1187 2045 1554 1553 2051 1822 1813 1804 1551 1934 1442 1432 1425 1543 1551 1439 1443 1433 2056 1564 1430 1320 1436 2035 1309 1816 1817 1816 1701 1433 1547 1435 1310 1822 1433 1558 1450 1424 1941 2038 1452 2051 1931 1441 1930 1444 1813 1936 1800 1439 1943 1563 1926 2053 1436 1425 1808 1544 2066 1441 1546 1561 1937 1828 1441 1446 1436 1436 1445 1318 1436 1690 1682 1435 1438 1436 1687 1923 1807 1427 1930 1810 1323 2051 1687 1928 1437 1928 1681 1432 1825 2049 1566 1432 1434 1822 1806 1939 1929 1429 1436 1812 1809 1441 1813 1934 1441 1681 1819 1316 1917 2046 1667 1826 1436 1431 1822 1433 1430 1818 1325 1314 2178 2064 1434 1936 1707 1447 1439 2052 2066 1937 1431 1433 1929 1554 2169 1815 1541 1554 1788 1786 1661 1558 1433 1302 1545 1312 1666 1323 1807 1321 1805 1934 1437 1799 1931 1800 1938 1943 1947 1433 1427 1328 1803 1931 1552 1807 1938 1540 1938 1437 1537 1313 1425 2053 1429 1421 1575 1689 1436 1814 1697 1823 1441 1422 1315 2057 1324 1315 1815 1822 1433 1547 1685 1928 1816 1433 1316 1316 1437 1315 1940 1694 1309 1812 2052 1917 2064 1821 1935 1809 1440 1811 1817 1809 1812 1310 1545 1812 2046 1551 1424 1431 2167 1308 1684 1814 1560 1700 1810 1701 1681 1935 1315 1439 1306 2060 1431 1932 1910 1310 1312 1545 1430 2171 2048 2171 1687 1551 1425 1310 1806 1545 1545 1817 1301 1314 1541 1310 1306 1820 1568 1316 1816 1421 1429 1687 1813 1813 1305 1425 1938 1320 1312 1937 1310 1572 1940 1421 1693 1936 1816 1426 1416 1321 1187 1304 1696 1312 1812 1558 1816 1826 1427 1188 1308 1305 1925 1690 1694 1424 1698 1302 1430 1430 1311 1413 1941 1310 1573 1816 1404 1571 1689 1820 1411 1296 1923 1415 1422 1303 1451 1574 1310 1816 1808 1819 1818 1536 1290 1943 1538 1424 1423 2050 1691 1694 1426 1300 1180 1812 1419 1820 1436 1703 1446 1305 1305 1810 1936 1422 1932 1428 1693 1820 1308 1680 1431 1815 1808 1937 1413 1699 1817 1685 1300 1308 1815 1693 1809 1821 1814 1412 1940 1290 1426 1421 1424 1926 1805 1547 1307 1539 1948 1936 1813 1298 1815 1432 1304 1298 1427 1693 1421 1812 1800 1542 1803 1924 1412 1425 1419 1308 1809 1809 1414 1425 1431 1307 1685 1310 1933 1305 1689 1808 1923 1302 1422 1297 1577 1412 1696 1704 1929 1297 1295 1297 1289 1312 1701 1300 1299 1069 1692 1700 1428 1419 1685 1305 1812 1185 1183 1696 1815 1579 1685 1188 1815 1813 1701 1680 1425 1401 1313 1309 1305 1924 1306 1698 1294 1696 1798 1570 1304 1305 1410 1295 1301 1299 1579 1689 1563 1817 1696 1809 1298 1812 1183 1305 1427 1303 1450 1691 1423 1305 1817 1291 1300 1295 1423 1285 1293 1575 1182 1560 1461 1308 1582 1182 1302 1296 1830 1806 1693 1694 1697 1687 1584 1294 1304 1687 1293 1299 1296 1182 1699 1303 1176 1181 1301 1183 1181 1582 1286 1575 1694 1306 1820 1585 1179 1569 1457 1577 1278 1300 1181 1579 1583 1295 1283 1185 1303 1457 1180 1571 1298 1182 1301 1175 1175 1561 1579 1552 1684 1810 1188 1574 1300 1460 1813 1563 1560 1585 1701 1559 1819 1293 1423 1297 1306 1573 1568 1301 1301 1686 1450 1576 1581 1304 1576 1178 1174 1569 1573 1576 1697 1690 1424 1288 1302 1304 1304 1569 1819 1300 1183 1304 1786 1184 1416 1590 1300 1576 1681 1585 1568 1309 1302 1453 1699 1574 1303 1183 1704 1423 1579 1671 1405 1679 1696 1424 1828 1410 1301 1304 1424 1455 1690 1295 1299 1692 1299 1701 1576 1579 1181 1185 1066 1299 1297 1577 1582 1416 1457 1568 1562 1455 1577 1457 1708 1307 1294 1446 1178 1450 1294 1819 1301 1810 1811 1410 1568 1456 1817 1691 1586 1301 1402 1299 1413 1178 1691 1419 1578 1683 1302 1575 1411 1585 1303 1703 1292 1299 1580 1173 1565 1307 1180 1681 1693 1170 1303 1190 1580 1306 1570 1578 1182 1181 1585 1576 1451 1699 1294 1300 1422 1440 1580 1577 1302 1563 1571 1691 1700 1282 1691 1688 1288 1413 1180 1692 1571 1176 1302 1574 1182 1572 1296 1300 1300 1441 1555 1296 1297 1450 1578 1300 1708 1185 1179 1296 1578 1181 1300 1443 1561 1305 1177 1305 1061 1571 1298 1575 1287 1299 1303 1562 1183 1167 1189 1067 1304 1165 1450 1176 1181 1292 1178 1184 1573 1187 1464 1183 1186 1296 1183 1183 1578 1184 1186 1333 1176 1183 1447 1568 1572 1581 1580 1181 1053 1460 1294 1452 1054 1182 1188 1450 1574 1270 1560 1575 1446 1063 1292 1459 1155 1449 1338 1174 1294 1336 1341 1168 1580 1580 1305 1572 1179 1573 1297 1702 1189 1184 1452 1300 1579 1576 1190 1183 1584 1290 1457 1294 1459 1062 1559 1168 1582 1188 1338 1171 1299 1187 1059 1576 1178 1294 1179 1580 1295 1458 1578 1577 1433 1331 1575 1463 1180 1182 1185 1069 1299 1179 1458 947 1569 1175 1578 1077 1588 1184 1181 1183 1064 1459 1067 1326 1452 1185 1452 1187 1178 1449 1450 1326 1578 1577 1571 1438 1333 1070 1583 1450 1300 1703 1184 1067 1297 1166 1576 1456 1577 1185 1694 1459 1577 1572 1059 1452 1176 1457 1184 1458 1186 1576 1574 1462 1574 1303 1456 1461 1180 1293 1561 1293 1180 1171 1302 1578 1573 1188 1184 1566 1181 1452 1294 1180 1305 1460 1683 1576 1307 1299 1437 1294 1173 1300 1177 1574 1569 1460 1452 1448 1579 1459 1301 1298 1586 1570 1455 1341 1579 1186 1451 1455 1567 1069 1570 1295 1182 1061 1567 1290 1169 1573 1297 1460 1452 1300 1461 1447 1336 1687 1571 1180 1295 1288 1331 1312 1581 1582 1301 1298 1569 1183 1463 1292 1183 1697 1578 1578 1458 1454 1454 1401 1680 1312 1457 1067 1575 1692 1694 1295 1693 1179 1683 1456 1569 1582 1574 1573 1295 1695 1688 1296 1578 1580 1678 1460 1298 1180 1291 1455 1557 1577 1691 1309 1447 1683 1571 1300 1576 1289 1300 1295 1288 1064 1706 1301 1185 1458 1702 1186 1302 1311 1174 1297 1305 1696 1183 1563 1583 1310 1181 1578 1462 1054 1460 1571 1455 1452 1816 1564 1300 1187 1297 1567 1573 1179 1456 1565 1298 1070 1303 1287 1459 1301 1295 1578 1297 1579 1299 1171 1286 1065 1298 1577 1294 1177 1569 1703 1179 1056 1454 1577 1184 1301 1582 1444 1583 1579 1456 1568 1583 1588 1587 1578 1691 1580 1700 1291 1578 1295 1303 1183 1180 1456 1296 1176 1180 1305 1293 1303 1152 1457 1576 1568 1581 1442 1698 1186 1448 1296 1185 1297 1573 1302 1296 1182 1463 1184 1823 1302 1304 1581 1557 1308 1062 1180 1191 1298 1459 1183 1576 1186 1463 1580 1571 1175 1578 1303 1184 1176 1455 1183 1579 1177 1582 1187 1455 1455 1573 1170 1193 1185 1185 1456 1173 1579 1709 1577 1450 1301 1459 1578 1455 1183 1188 1453 1296 1178 1181 1185 1453 1454 1567 1181 1449 1179 1066 1183 1188 1189 1445 1071 1469 1302 1577 1332 1584 1299 1295 1183 1187 1180 1454 1054 1168 1068 1177 1181 1441 1184 1178 1065 1181 1321 1066 1329 1461 1453 1065 1578 1184 1564 1575 1061 1341 1181 1338 1294 1334 1567 1703 1175 1054 1457 1212 1300 1070 1578 1064 1173 1455 1302 1576 1576 1451 1073 1579 1053 1455 1216 1330 1069 1183 1214 1293 1577 1563 1585 1184 1070 1300 1560 1333 1181 1067 1457 1182 1299 1066 1185 1459 1061 1458 1181 1307 1457 1181 1182 1453 1185 1331 1343 1574 1458 1298 1454 1461 1064 1579 1458 1333 1460 1335 1306 1187 1178 1566 1297 1295 1305 1457 1446 1295 1458 1452 1171 1567 1156 1185 1341 1184 1578 1064 1299 1176 1053 1188 1183 1339 1454 1184 1218 1457 1065 1064 1181 1187 1341 1067 1183 1058 1456 1330 1456 1189 1176 1343 1333 1178 1184 1585 1187 1188 1185 1569 1066 1189 1062 1186 1188 1331 1340 1062 1335 954 1585 1174 1582 1180 1336 1058 1184 1184 1445 1195 946 1571 1333 1458 1174 1174 1069 1585 1174 1209 1339 1340 1187 1458 1577 1451 948 1340 1063 1177 1189 1452 1183 1583 1066 1566 1452 1066 1173 1064 1338 1460 1458 1066 1456 1323 1185 1332 1587 1336 1462 1215 1336 1329 1453 1300 1178 1345 1459 1184 1298 1182 1461 1568 1320 1577 1071 1063 1168 1459 1578 1334 1170 1568 1065 1177 1452 1461 1464 1065 1067 1564 1449 1710 1456 1457 1306 1303 1068 1458 1465 1576 1577 1185 1186 1336 1329 1185 1335 1180 1689 1308 1456 1186 1571 1574 1450 1174 1453 1303 1449 1187 1057 1448 1181 1579 1452 1185 1304 1564 1185 1185 1176 1066 1185 1186 1065 1190 1066 1182 1181 1450 1564 1069 1574 1307 1069 1455 1457 1183 1188 1064 1460 1170 1449 1334 1452 1185 1328 1305 1582 1573 1575 1328 1451 1454 1066 1180 1573 1177 1579 1066 1460 1331 1189 1183 1063 1451 1056 1185 1059 1571 1065 1072 1170 1556 1068 1338 1333 1061 1452 1462 1066 1570 1454 1297 1446 1308 1181 1176 1457 1337 1060 1452 1454 1454 1464 1325 1440 1575 1434 1301 1437 1187 1580 1568 1571 1293 1451 1301 1300 1181 1449 1292 1071 1447 1456 1303 1304 1454 1290 1563 1572 1184 1181 1447 1072 1459 1436 1300 1064 1338 1573 1180 1302 1189 1299 1183 1185 1060 1585 1336 1334 1455 1181 1069 1178 1178 1167 1462 1065 1181 1065 1454 1187 1063 1181 1444 1178 1186 1457 1182 1328 1186 1180 1185 1070 1069 1180 1330 1067 1047 1448 1451 1448 1336 1067 1440 1442 1444 1452 1186 1180 1181 1189 1063 1578 1072 1180 1187 1175 1320 1069 1201 1067 1064 1074 1191 1335 1213 1218 1437 1066 1072 1447 1455 1069 1067 1465 1068 1216 1069 1060 1446 946 1333 1185 1070 1344 1207 1182 1188 1066 1185 1333 1325 1067 1069 1332 1342 1345 1445 1196 1051 1175 1443 1210 1203 1185 1332 1334 1451 1327 1068 1457 1456 1211 1448 1182 1300 1331 1463 1567 1299 1062 1467 1181 1336 1448 1167 1452 1066 1180 1336 1337 1183 1330 1335 1217 1452 1328 1458 1176 1461 1176 1183 1462 1454 1582 1183 1576 1690 1462 1061 1454 1558 1338 1172 1456 1579 1178 1303 1303 1177 1185 1177 1185 1059 1462 1060 1175 1059 1058 1061 1340 1162 1457 1183 1182 1337 1454 1453 1188 1066 1184 1181 1070 1453 1175 1339 1457 1065 1465 1057 1305 1299 1336 1065 1214 1061 1334 1183 1462 1075 1456 948 1451 1331 1183 1323 1336 1453 1184 1295 1455 1065 1336 1177 1189 1441 1454 1298 1174 1183 1210 1459 1069 1458 1066 1066 1070 1173 1056 1332 1451 1060 1181 1450 1447 1182 1179 1184 1437 1300 1574 1339 1219 1181 1221 1074 1066 1061 1209 1332 1064 1337 1068 1070 1066 1219 1212 1177 1337 1458 1074 1062 1331 1187 1179 1218 1459 1218 1184 1170 1449 1068 1461 1460 1582 1452 1073 1067 1181 1460 1182 1179 1067 1190 1176 1454 1068 1171 1202 1182 1202 1066 1573 1068 1071 1335 1181 1452 1054 1326 1178 1337 1059 1217 1345 1185 1456 1063 1065 1168 1219 1446 1188 1451 1328 1068 1065 1180 1063 1179 1072 1064 1196 948 1070 1177 1342 1180 949 1067 1446 952 1057 1181 1451 1454 1216 1341 1204 1064 1329 1183 1210 1067 1323 1215 1073 1215 946 1219 1065 1325 1070 1218 1339 950 1212 951 1217 1065 948 1212 1066 1328 1181 1049 1215 1067 1209 1064 1071 1215 1076 1070 1341 955 1335 1338 1066 1219 1451 1335 1067 1221 1178 1077 1455 1062 1183 1068 1067 1060 1339 1187 1331 1334 1337 1063 1069 1331 1059 1194 1331 1327 1216 1213 1212 1214 1066 1329 1188 1186 1197 1461 1335 1186 1074 1064 1214 1185 1075 1213 1065 1217 1337 1338 1067 1340 1210 1167 1064 1324 953 1060 953 1062 1453 1190 1202 1181 1331 1336 1061 1071 1333 1194 1335 1326 1457 1342 1199 1179 1452 1336 1329 1313 1453 1215 1180 1183 1344 1209 1094 1068 1344 1070 1167 1063 1221 1066 1217 1198 1183 1180 1200 1071 1333 1213 1293 1459 1455 1189 1336 1177 1184 1209 1322 1066 1213 1066 948 1074 1180 1066 1069 1330 1174 1065 1091 1318 1213 1226 1328 1063 1333 1214 1465 1331 1063 1333 1068 1343 1068 1185 1302 1062 1074 1062 1336 1183 1176 1066 1060 1216 1440 1332 1341 1067 1341 1329 1068 1219 1178 1069 1075 1185 1069 1340 1332 1445 1070 957 1463 1187 1063 1204 1329 1204 1457 1067 1067 1339 1209 1337 1455 1167 1211 1334 1173 1174 1331 1343 1068 1339 1176 1216 1059 1320 1327 1314 1327 1184 1061 1336 1339 1212 1183 1325 1332 945 1092 1330 1335 1312 1329 945 952 1215 1177 1339 1187 1072 1322 1439 1454 1071 1183 1455 1173 1185 1334 1194 1183 1339 1186 1062 1185 1068 1184 1072 1183 1190 1215 1179 1053 1066 1065 1222 1218 1326 1340 1190 1189 1211 948 1436 1071 1461 1340 1208 1047 945 1178 1216 1184 1340 1062 1181 1326 1071 1067 1066 1454 1188 1329 1326 1185 960 1057 1070 1336 1194 1338 1190 1337 939 1216 1339 1054 1066 1342 1069 1207 1214 1337 1065 1334 1067 1338 1063 1338 1204 1223 1071 1064 959 1056 1331 951 1063 955 1334 1093 1214 949 1212 1068 1178 1340 1187 1460 1338 1184 1212 1323 1334 1217 1213 1335 1065 1339 1438 1459 1066 1064 1069 1337 1334 1071 1338 1220 1345 1180 1223 1067 1065 1065 1060 1173 1340 1185 1323 1332 1337 1179 1337 1332 1330 1334 1449 1321 1331 1186 1324 1451 947 1332 1325 1211 1058 1207 1073 1058 1572 1178 1180 1206 1330 952 1185 1175 1185 1334 1062 1067 1332 1335 1185 1052 1090 1211 1341 1183 1465 1457 1329 1202 1206 1326 1339 1065 1073 1209 1067 1211 1063 1342 1450 1185 1171 1335 1067 1329 1459 1210 1066 1062 1450 1331 1298 1456 1455 1188 1071 1173 1454 1326 1327 1181 1195 1328 1336 1213 1453 1427 1322 1187 1071 1186 1208 1076 1329 1062 1067 1341 1333 1329 1341 1186 1055 1067 1060 1189 1174 1065 1053 1060 1182 1331 1184 1055 1067 1180 1066 1185 1076 954 1050 1323 1182 1188 1060 1336 1211 1212 1072 1313 1066 1064 1329 1212 1066 1336 1188 1342 1061 1210 947 1073 1068 1070 1212 1217 1209 1325 1330 1189 1216 1337 952 1322 1217 1187 1210 1194 956 1457 946 1332 1214 949 1432 1200 1338 1442 1456 1175 949 1336 1077 1100 1067 1210 1320 1066 1065 1319 1438 1062 1067 1068 1061 1185 1332 952 1216 1063 1320 1067 1072 1337 1329 1073 1072 1205 1332 1179 943 953 1183 840 1339 1068 1189 1453 1064 1182 1063 1061 1068 1208 1335 1063 1211 1334 1333 1071 1073 1169 1063 838 1050 947 1053 1054 955 953 1073 943 1179 1213 932 1212 1215 1067 1321 1342 944 1089 1323 1338 1321 1062 1341 1049 1336 1064 1215 1075 1087 1181 1090 1458 1202 1466 1063 1207 1063 1336 1219 949 1337 1334 1068 1185 1062 1212 1337 946 1332 1073 1205 1069 941 936 1344 1093 946 1334 1333 1337 1336 1342 1178 1218 1188 1456 1213 1187 1215 1068 1327 1335 1188 1217 1217 1336 1337 1218 1333 1182 1209 1219 1069 1067 1317 1073 1211 951 1092 1333 1559 1062 1069 1340 1067 1062 1068 1076 1213 1352 1340 1057 1052 1335 1189 1321 1332 1331 1190 1180 1074 1335 1335 1333 1068 955 1192 1064 1450 1074 1182 1065 1066 1098 1071 1208 1074 1094 1337 1330 948 1067 952 1448 1072 1335 1219 1095 1066 1070 1325 1214 1068 1213 1069 1058 946 1064 953 953 947 1338 1073 1213 1336 1185 1217 1066 1097 1063 1221 1458 956 1322 1066 1218 1073 1062 1208 931 1337 1330 1333 1068 1192 1343 952 1327 1062 1454 1335 1214 1066 1339 1206 1322 1068 1068 938 1060 1341 1216 1067 1327 1324 1058 1067 1062 1212 1074 1065 1094 1444 1051 1059 1070 1337 1217 1215 1066 1176 1345 1217 1077 1331 1065 1215 1057 1339 1213 1069 1215 1070 1332 1063 1211 1328 1065 1053 1212 1063 1061 954 1205 1347 1215 1069 1068 1215 1213 1325 1070 1070 1058 1216 950 1068 1218 1211 1202 1331 1340 1184 1339 948 1062 950 1068 1221 1207 1064 1219 1069 1065 1333 1211 1331 1064 1092 1217 1336 1214 1066 1212 1064 1216 1058 1060 1221 1208 1207 1212 1323 1334 1183 1064 1063 1190 1186 950 1215 1070 1220 1334 1215 1216 1339 1093 1191 1209 1076 946 1212 1222 1326 1214 1212 1070 1180 1090 1060 1332 1095 1332 1347 1097 1061 1178 1319 954 1445 1068 1226 1213 1070 945 1334 1183 1221 1071 935 1182 1071 1175 1214 1213 1339 1209 1337 1185 1219 1214 950 1217 1064 1188 1337 1183 1209 1186 1186 1187 1219 1214 1077 1066 1330 1094 1211 1338 947 1222 1215 1213 1181 1066 1335 1064 1101 1217 1322 1067 1073 1209 1063 1068 1174 1209 1215 1338 1062 1076 1059 1215 1070 1067 1219 1335 1065 953 945 1342 1070 1219 1182 1073 1323 1198 1073 1068 1063 1178 1210 1209 1221 1068 1219 1217 947 1098 1071 1223 1334 1215 932 1212 1096 1204 1062 1331 1070 1089 956 1057 1176 1222 1075 1211 1065 1065 1336 1062 1208 1185 1076 1181 949 1324 953 1208 1065 1205 1216 956 1070 1215 1096 1206 1069 1217 1071 1215 1217 1336 1213 1179 1179 955 1219 1331 1072 1059 1223 1338 1210 1330 1067 941 1065 1214 1067 951 1217 1049 1217 958 1220 1340 1216 1458 1312 1060 1211 952 1336 1070 1204 1068 1071 1210 1457 1094 1072 1200 1068 1186 1072 1064 1071 1210 1216 1064 1210 1331 1206 1215 1452 1064 1330 1325 1340 1215 1330 1459 1073 1347 1220 952 1338 1061 1335 1068 1210 1332 1064 1055 1207 1334 1211 948 1323 1074 1172 1203 1337 1067 1332 1071 1326 1069 1218 1333 1066 1171 1168 1456 1209 1063 1336 1215 1218 1331 1213 1192 1212 1065 1189 1207 1330 1072 1210 1176 1216 1343 1210 1174 1069 1220 1071 1223 1338 1213 1092 1059 1210 949 1323 1336 1067 1335 1071 1209 1060 952 1060 1066 1337 1208 1069 1061 1448 1212 1327 1068 1334 1071 1213 1342 1337 1069 1061 1211 1065 1064 1219 1211 1216 1203 1342 1337 1221 1213 1342 1072 1060 1061 1187 1339 1330 1062 1181 1184 1066 1065 1066 1071 1324 1335 1069 1190 1211 1182 1332 1185 1180 1333 1098 1212 1212 1215 1189 1075 1186 1334 1091 1331 1211 1336 1210 1073 1188 1072 1333 1209 1071 1186 950 1327 1336 1213 1212 1335 1330 1060 1065 1178 1070 1069 1207 1210 1097 1064 1210 1212 1188 1097 1214 1176 947 1217 1071 1328 1207 1088 956 1331 1073 1212 1207 1222 1061 1216 1456 1212 1191 1064 1219 1188 1182 1338 1331 1218 1058 1342 955 944 1060 1071 1323 1062 1209 1069 956 1050 949 1098 1216 945 1211 1333 1209 1219 948 1062 943 1211 1068 1060 1211 1180 1208 1339 1064 1184 1071 1209 949 1220 1185 1209 1068 1090 1190 1214 949 1208 1338 1206 1219 1084 1209 1338 947 960 1189 1220 1331 1057 1210 949 1214 1210 1211 1093 1071 1188 949 1327 1217 1338 1335 1327 1181 1210 949 1223 1092 1070 1066 1457 1064 1059 1211 1214 1185 1070 1457 1332 1071 949 1208 944 1336 1336 1210 1065 1073 1214 1070 1180 1073 1065 1184 1068 1096 1339 1208 949 1182 1181 1181 1198 1068 1072 1074 1093 1055 1210 954 1187 1178 1212 1207 1212 1195 1074 1072 1217 1066 1206 954 1198 950 1094 949 1181 1072 1095 1073 1073 1214 1064 1068 1326 1181 1340 1095 1074 1093 1069 1213 945 1101 1095 1212 1213 1065 1217 1072 1059 1173 1213 1094 1333 1092 1216 1198 1068 1175 1066 1219 1338 1215 1213 1181 1213 1212 1063 1337 839 1187 1210 1065 1092 946 1218 1065 951 1096 1215 1065 955 1211 1093 1071 954 1448 1219 952 1066 1316 1069 954 1099 1201 953 1070 950 951 1335 949 945 1215 1210 1208 1070 1204 1086 1332 1212 951 1068 1211 1064 1069 937 1073 1090 1181 1218 1095 1209 1215 1059 1320 951 1051 1205 1091 1213 1064 1335 1083 1064 1211 1200 1065 1060 1212 1214 948 1325 1068 1092 1070 1065 1176 1090 1339 1075 1062 1219 1184 1221 1062 952 1186 1048 941 1095 1092 953 1191 1209 1096 1207 949 1067 946 1096 1093 1059 1094 1059 1332 949 952 1213 1066 953 1092 1216 948 1096 929 1069 950 1068 1068 1052 1099 949 1070 1215 1219 1188 1093 947 1220 1065 1216 1069 1089 1213 1217 1061 1218 1095 1217 1219 1071 948 949 1071 1055 1069 1059 1097 954 1093 1215 1069 1092 1218 1216 1072 1066 1094 1061 940 1064 1206 952 1076 1067 1217 1062 1098 1199 1076 1215 947 1059 1061 1087 950 1334 1064 947 1060 949 1213 1216 948 959 1062 1071 948 1069 948 1212 1065 955 1069 954 1212 1220 1094 1077 1216 1067 953 950 1068 1094 975 951 1085 1098 943 974 957 1065 1068 1091 1079 1207 1059 1098 1093 839 1214 1215 1096 1069 957 1208 1063 953 1211 950 1096 1211 1063 948 948 932 946 955 1098 1094 1208 951 1218 1097 950 950 1069 953 1095 1213 1096 1095 1218 948 1094 953 1061 834 1090 960 1098 1216 1063 947 1091 1107 834 1069 953 1084 1050 948 943 1094 953 1090 1094 1066 1220 950 1053 956 979 1089 1085 952 1104 961 1214 1217 965 948 942 1058 1097 835 935 948 949 946 1096 1096 1212 957 1093 1091 954 954 955 958 1095 839 1098 1224 1092 956 971 950 1071 939 1094 959 954 1091 1213 1079 951 932 950 951 1218 1101 1085 1213 939 951 1088 948 838 1094 953 952 945 948 946 948 953 1091 1211 952 837 1096 1095 950 944 1096 977 1096 1088 949 1098 947 1094 1216 949 1093 825 1068 950 951 1087 1066 1090 969 1074 1101 956 944 948 1088 956 1098 1093 1215 948 950 953 968 842 948 842 834 1089 971 956 1094 952 932 951 826 838 856 834 835 1097 963 1219 1083 975 836 949 1093 946 955 1093 951 954 949 977 1093 830 826 952 975 831 969 835 1097 970 1221 955 956 1088 974 953 950 982 1090 838 944 953 935 1088 955 978 836 979 949 944 837 1096 980 955 837 1091 1099 952 1095 949 934 1098 948 838 953 1091 1090 1085 955 1068 1097 952 1215 975 979 953 1082 1089 1088 1065 976 1081 954 975 835 953 1086 955 946 1211 936 1060 1090 1201 841 956 959 1089 1212 948 1220 832 949 952 951 1098 1093 945 1089 1096 1098 833 951 956 1212 1054 836 837 1096 945 1209 842 1089 946 1101 978 1097 839 1059 1207 1090 1092 1088 1098 1088 1088 1097 950 838 836 1088 1067 1092 969 946 1087 830 950 949 1059 981 951 950 832 953 971 951 969 1096 942 952 1090 1099 837 1096 949 838 1065 1211 1096 1058 968 1061 948 952 1091 1213 935 1093 946 947 945 983 839 1094 948 949 955 950 1099 1088 945 1088 832 832 1213 1100 1070 978 850 1097 971 1091 1100 1101 956 1089 1095 951 1061 949 1099 948 1095 948 1059 957 951 1080 942 951 980 836 1069 1093 953 948 952 1096 833 948 973 834 948 983 1094 1096 975 984 951 1069 954 978 1084 977 946 838 1089 1093 952 834 953 832 979 950 1092 1088 1089 954 977 978 976 950 831 950 1096 973 976 1085 830 952 1098 1091 1094 831 951 935 957 948 954 948 953 958 970 1097 950 954 1097 947 835 950 1090 954 1086 1093 1066 1098 834 956 971 832 1090 1096 947 950 957 831 945 952 835 954 1092 1081 953 1096 957 1093 834 1096 978 1091 1083 947 946 947 1098 949 1094 973 947 1096 977 834 950 933 1098 1096 978 978 975 952 828 958 959 947 836 1079 841 835 938 1098 950 947 972 954 1096 939 1100 1066 837 839 953 1084 977 954 1094 1089 1098 952 973 950 1081 1085 841 838 837 974 981 835 951 834 1085 947 970 973 950 937 977 835 838 1095 828 1102 1083 840 1093 953 951 953 952 975 974 1084 829 831 1093 825 978 1086 1096 947 951 957 950 1099 968 979 841 840 975 1095 818 975 949 1088 1098 953 975 838 954 949 956 839 947 1101 952 1219 834 1066 831 952 834 1088 855 953 828 937 1078 829 944 977 975 1089 950 831 1094 939 952 947 971 946 1093 974 828 1083 830 1096 1092 956 832 1099 1069 1094 838 1091 1098 976 945 951 836 836 952 1100 1095 956 960 1090 1099 948 972 951 1092 950 971 954 1075 973 840 965 954 946 1216 822 1094 1089 831 957 953 968 1104 950 1092 1217 950 945 1097 952 944 936 953 1100 972 1089 1088 962 941 949 1076 857 977 973 937 1071 834 1090 1096 1095 834 1093 952 977 937 1100 832 1092 970 949 839 957 972 838 1098 945 837 955 952 829 946 1100 946 941 1094 950 946 1098 1099 980 832 969 949 1091 961 946 973 954 950 821 951 949 946 1096 972 949 956 952 947 1093 1092 947 1220 955 1094 1098 835 952 976 945 973 947 1091 950 840 948 1100 1096 836 1094 1093 1098 1093 974 951 1095 947 838 1100 950 1100 976 1099 948 834 1082 1097 1095 831 1086 973 840 946 960 833 1208 975 946 1100 950 1088 953 971 1067 946 975 948 956 975 1090 942 949 971 833 847 1086 977 831 1096 950 1097 948 952 832 1088 981 955 1066 952 1097 832 847 952 831 1077 954 1099 976 954 951 1098 828 946 948 979 1221 948 835 1087 834 979 974 1081 955 1098 1097 830 980 979 954 955 1097 954 953 836 833 1099 953 950 942 834 972 858 973 1097 836 1090 935 853 952 974 1097 1090 1087 953 948 973 953 957 825 952 854 952 954 969 978 835 968 946 840 978 950 946 975 954 973 960 1097 948 945 832 844 951 975 976 1095 965 956 959 1099 953 979 1095 835 946 948 950 829 979 836 975 838 833 836 974 977 1094 949 836 1090 980 1093 951 1098 950 1092 1094 973 948 1085 978 1103 950 973 1099 949 953 974 821 935 838 1095 824 950 1089 1088 955 1097 837 976 954 1099 831 955 835 973 1089 1100 972 980 832 981 943 833 946 953 972 1092 948 1091 832 976 947 1103 1099 950 1093 829 835 955 1091 821 1097 1098 974 973 951 834 976 985 974 964 952 956 838 834 844 1099 1095 950 953 952 975 826 974 948 931 954 975 1096 1095 839 1099 970 948 830 841 1085 1096 834 1088 975 979 1212 1096 1088 975 1063 1093 835 931 976 1097 1095 1090 955 955 973 836 943 954 979 834 1098 955 1095 969 1093 978 948 1097 1091 837 1092 981 950 1084 948 978 946 831 1099 1102 1094 1095 839 958 951 831 1092 1094 957 951 1096 978 951 1053 821 944 951 945 975 1092 950 1101 973 1096 1096 952 949 950 946 1206 1097 834 978 837 843 947 836 978 1095 979 1094 974 1096 831 943 1215 1089 977 948 822 946 1086 1092 953 1100 837 943 979 1092 1218 970 946 836 830 1078 945 1097 951 947 957 981 832 966 954 973 949 1090 950 958 1220 981 947 1092 1090 937 825 953 1093 945 955 1086 958 931 976 973 836 975 970 1096 973 959 1101 979 942 1210 942 978 951 952 950 978 974 978 832 832 1093 1101 836 950 948 950 945 972 1098 948 1097 1095 978 955 972 1216 1086 953 953 957 953 1213 1096 950 957 949 1095 829 948 946 936 1099 833 979 949 1097 981 1064 1094 979 983 1215 947 1082 1093 956 945 1094 942 949 948 981 971 1097 1092 973 1067 1091 950 1225 956 1093 1065 950 979 952 1221 949 1102 1095 831 839 1101 1100 952 1093 933 1092 948 954 947 1094 960 952 954 950 944 976 956 949 955 963 1098 973 964 829 948 949 835 946 943 1098 969 1099 955 954 1091 971 975 949 1097 1098 831 833 948 949 974 947 1215 950 720 982 1094 949 1068 1093 835 949 832 958 975 840 975 1104 1095 1097 1096 951 970 974 948 840 836 955 1059 836 955 1070 1097 837 1092 835 976 941 828 825 1100 940 953 953 837 953 945 949 830 971 952 951 977 950 938 716 978 970 848 949 1102 833 1099 831 837 1100 965 950 954 835 956 720 950 956 941 1104 980 844 836 956 978 833 973 837 1090 1089 972 951 978 971 972 970 840 821 837 1100 834 933 960 939 975 1097 976 948 946 971 830 978 840 971 825 976 1090 946 956 1099 970 953 952 839 830 946 971 960 975 834 1096 957 977 831 945 836 977 833 978 1088 1088 976 979 975 822 978 1093 824 969 950 960 938 970 947 831 956 829 980 839 979 983 849 717 1089 1098 834 832 950 837 957 982 945 1092 951 979 1091 1100 978 974 974 1095 978 835 952 973 973 948 947 1096 1094 935 977 984 980 948 827 838 954 832 970 1092 834 842 832 982 974 1097 979 823 1090 967 943 980 956 839 971 974 826 1100 973 948 1098 948 1098 945 1095 973 1097 837 1088 952 1102 970 833 1093 950 957 949 971 1091 974 830 959 955 978 977 969 832 955 956 956 1097 1099 981 1098 836 837 980 946 952 1092 968 938 969 835 837 831 829 947 976 837 948 953 971 1098 836 971 977 838 971 833 948 971 838 953 943 720 953 954 950 952 957 1096 833 836 1094 951 947 954 933 952 830 838 1100 713 839 975 838 955 1088 976 977 978 846 980 1095 954 1097 821 960 826 832 945 967 1101 720 831 954 832 972 824 817 835 976 983 973 1102 956 840 949 947 1099 951 972 977 1098 833 1098 854 825 939 975 838 838 1095 982 1099 980 977 828 836 1101 964 836 1088 832 950 943 983 1095 949 952 837 1083 1093 1088 955 961 976 941 976 981 958 978 833 845 822 1091 949 981 975 1099 1098 1093 944 1108 1059 978 952 839 977 980 1098 953 1092 1093 1101 839 953 975 975 953 975 834 951 948 981 949 972 1095 955 972 844 834 836 980 972 973 954 852 834 970 972 1075 1090 954 971 951 948 1098 968 823 1091 1099 830 970 972 959 851 1097 832 831 978 1098 1099 948 837 957 941 974 975 949 977 975 835 1095 980 831 973 954 833 835 1098 941 1097 822 832 955 952 1090 1103 980 821 949 973 950 947 950 840 1096 974 973 834 976 833 979 976 845 823 1089 1082 1097 831 1096 952 977 834 968 1093 1090 952 975 974 960 844 1097 973 1072 1098 973 948 968 834 946 1097 980 1104 977 980 1097 989 1094 947 1071 1100 1092 830 979 1097 958 969 948 818 836 936 1096 947 976 947 1100 1094 976 946 838 1096 836 842 948 975 969 978 834 835 974 948 947 950 944 955 834 954 969 947 949 1098 972 1091 973 971 1100 832 1100 977 973 946 1101 832 947 955 1099 947 1096 979 1103 978 951 988 1096 1061 1101 1099 835 1066 971 958 971 829 1096 830 979 1097 951 834 973 950 1094 952 832 970 832 952 1094 1098 980 951 980 980 975 950 1093 975 953 981 1092 1100 952 970 1088 948 951 982 951 1101 835 950 832 979 977 953 1093 1219 952 954 1085 973 1095 1097 948 945 1088 952 1091 942 955 825 1084 956 972 838 1087 1096 839 820 944 1092 957 1101 949 948 954 949 1095 831 1099 1094 838 832 953 1096 1088 947 1100 975 834 954 975 951 946 953 833 1093 831 952 952 975 1099 974 949 975 972 946 1096 838 946 975 830 831 704 1100 835 949 955 953 831 955 831 952 831 953 976 975 1094 837 835 1098 951 945 955 975 947 834 976 965 975 824 964 972 960 977 1061 833 832 956 832 932 979 821 976 853 947 977 832 1084 1081 1098 949 981 833 951 973 1079 939 975 976 956 949 936 857 979 840 979 837 857 953 946 949 837 829 842 948 977 976 849 950 841 971 832 831 974 836 1095 978 980 833 966 947 838 953 832 951 951 855 833 835 951 832 980 973 831 842 978 948 838 962 971 975 831 954 858 828 975 832 981 834 952 841 830 840 1096 974 950 1090 1098 967 952 836 829 1084 978 949 974 980 838 969 832 977 968 948 973 971 955 975 943 952 1087 958 837 945 978 828 951 957 838 950 961 834 833 976 976 825 971 855 1083 835 719 977 835 946 947 832 973 837 1096 1096 956 951 859 956 847 834 980 1094 974 840 978 973 855 833 973 840 808 950 856 973 978 983 938 973 836 831 854 947 950 964 814 953 850 978 974 830 833 834 851 947 839 972 973 838 980 951 949 978 715 949 1095 833 979 975 857 1102 973 979 972 949 977 948 833 831 837 1099 1103 855 975 1103 941 978 947 819 833 834 959 977 975 714 943 974 969 956 965 971 1090 837 955 971 973 831 940 860 838 971 948 854 838 834 973 859 836 1082 830 967 829 949 838 951 831 856 1084 839 972 855 954 974 975 1091 946 837 944 835 1098 973 1091 828 978 974 852 827 833 843 955 939 836 835 973 833 854 981 1081 832 837 856 836 821 829 835 948 857 948 836 972 977 836 701 849 974 834 835 962 837 968 827 975 969 971 968 954 834 851 969 1102 831 981 966 838 951 961 837 859 972 855 853 833 834 1089 836 842 975 962 836 976 950 971 971 839 959 971 968 936 951 973 834 963 948 971 976 828 831 949 827 839 834 969 954 835 974 835 978 973 973 968 972 968 969 945 953 959 852 834 829 834 852 974 973 972 843 830 836 834 944 820 832 952 973 961 853 975 1096 945 976 957 968 969 977 976 962 851 950 834 974 968 976 972 972 945 840 952 970 951 936 961 835 838 972 953 838 850 834 968 717 959 966 836 980 969 977 954 822 828 972 973 951 949 949 1098 837 982 950 831 952 971 831 967 975 830 856 833 977 1089 852 832 1095 838 975 969 854 972 839 979 1091 843 954 974 971 970 832 852 835 825 822 945 837 844 836 976 832 1099 975 976 831 966 950 833 831 955 976 975 833 974 979 972 955 832 1093 950 944 1100 831 964 835 838 952 828 823 976 826 838 964 1092 835 959 956 1098 973 982 834 944 854 1098 833 831 966 823 838 953 829 974 837 954 973 944 1091 832 839 953 835 973 828 714 949 975 972 967 838 834 952 831 840 948 832 831 944 936 972 828 832 970 830 833 835 955 973 853 956 720 832 976 951 967 853 827 834 834 829 971 961 833 836 854 830 972 977 975 977 974 980 721 957 832 834 955 834 969 951 831 947 967 836 851 851 954 954 714 975 972 853 839 986 967 979 707 967 836 832 844 857 951 956 978 978 827 974 834 973 856 819 978 721 948 833 941 972 972 851 835 968 968 849 853 825 834 977 850 949 833 852 859 856 838 821 837 856 839 974 976 718 978 717 834 972 1091 950 853 844 969 945 852 861 952 832 978 836 953 831 853 972 972 974 863 718 826 834 858 836 977 972 976 975 1102 857 946 973 857 982 974 836 969 972 973 972 977 963 973 974 834 951 974 953 970 837 824 975 972 968 831 972 849 830 954 835 832 841 972 835 945 974 1096 855 974 713 975 835 973 858 966 857 969 968 976 949 839 834 835 949 822 972 851 978 954 968 838 968 969 836 971 970 835 838 953 960 834 973 944 970 974 952 975 954 834 838 974 977 831 971 850 954 973 949 835 965 814 977 834 933 970 974 833 842 974 946 852 954 977 838 974 942 839 832 836 955 860 970 978 838 836 952 850 979 831 943 944 719 949 835 857 949 840 833 979 822 981 829 832 835 952 972 971 835 857 824 831 855 961 858 837 829 718 861 963 971 837 975 952 972 860 952 833 834 722 946 854 972 855 831 834 974 838 973 976 951 841 831 978 969 971 970 853 965 953 853 968 856 835 1092 978 833 975 852 718 852 975 832 972 947 726 978 975 952 951 952 956 839 950 720 721 841 833 836 833 974 976 834 973 831 1093 833 840 849 1091 951 982 835 976 975 848 854 855 828 978 833 844 830 854 970 856 952 850 1092 835 975 936 834 834 837 718 957 862 835 836 973 942 951 950 979 932 839 837 830 973 945 976 833 831 835 827 948 856 972 836 722 844 834 972 840 977 851 721 980 833 969 973 931 982 973 973 853 828 835 978 952 951 728 944 947 719 853 853 852 974 971 838 719 947 945 974 949 945 969 851 828 974 966 835 974 970 840 859 858 974 837 947 974 969 961 948 855 951 851 829 832 835 948 954 719 837 836 950 860 857 831 821 722 831 971 965 836 833 956 835 950 970 717 711 961 717 712 979 854 833 973 976 949 838 950 857 971 854 952 975 951 834 839 858 858 975 837 850 833 834 971 836 835 961 855 979 832 855 968 972 972 979 974 831 955 861 855 947 832 820 726 830 963 854 719 953 981 947 1094 838 978 831 815 833 978 854 852 852 814 860 723 831 834 828 840 834 853 832 836 982 831 974 831 979 958 951 960 975 953 970 842 837 962 974 834 827 971 856 835 857 853 836 834 730 971 717 858 975 840 832 828 850 954 853 835 952 835 827 856 715 835 834 836 854 853 968 835 952 719 829 736 717 959 974 835 937 832 823 850 854 969 852 833 857 839 831 835 979 958 831 836 832 834 971 975 823 970 853 940 717 835 849 837 859 857 851 950 973 850 716 833 851 719 856 950 942 851 852 721 833 977 849 975 952 856 973 972 970 836 972 854 714 833 712 851 834 722 852 836 830 831 853 973 730 834 827 975 854 837 733 830 973 836 839 829 969 824 834 974 977 841 835 976 972 854 854 950 969 720 853 860 835 974 975 947 837 855 971 852 861 811 714 861 971 837 823 852 835 858 861 830 971 860 839 834 852 850 857 830 835 975 946 828 970 972 833 832 975 831 821 974 974 856 835 854 832 837 854 841 715 818 976 721 973 838 954 859 972 831 976 982 836 855 831 821 950 835 975 975 964 972 972 832 835 972 836 830 975 725 836 977 832 837 853 855 952 833 970

Tree=0
num_leaves=31
num_cat=0
split_feature=1 12 4 123 13 47 40 15 133 3 12 3 150 52 38 1 159 11 1 16 4 49 3 16 484 13 1 0 43 0
split_gain=1499.8 399.703 185.684 142.773 128.583 106.842 102.161 75.0386 71.0259 57.8105 59.4448 36.1269 32.6702 21.1173 16.8367 16.7629 16.6943 15.6775 17.2902 14.9752 18.4946 13.6313 12.7788 18.4445 12.4111 9.52095 7.66117 4.56946 4.22457 4.02022
threshold=0.10113500000000002 0.085090000000000013 0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.09585500000000001 -1.0000000180025095e-35 0.024640000000000006 -0.0023199999999999996 -0.12008499999999998 0.078515000000000015 0.086245000000000016 0.083295000000000022 -0.092854999999999979 0.10657000000000001 0.09112000000000002 -1.0000000180025095e-35 0.087830000000000005 0.11831500000000002 -0.014099999999999998 0.0057500000000000008 -0.05504499999999999 0.096385000000000012 -0.48509999999999992 0.073820000000000011 0.10741000000000002 0.11649500000000002 0.039665000000000006 0.12512500000000001 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 9 14 7 -3 22 -5 10 25 -11 24 -13 28 -10 -15 -4 -19 20 -18 -8 -6 -24 27 -1 -25 -12 -2 -7
right_child=1 2 17 8 5 29 21 -9 15 11 12 13 -14 16 -16 -17 19 18 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.030323023154996024 -0.027232813789082905 -0.027877948266191319 -0.027477011033017692 -0.046046735516848118 -0.027292679209097365 -0.045486912940497316 -0.03992867450387181 -0.042874407584193662 -0.036982941423549923 -0.045881016893500381 -0.046046735516848118 -0.046046735516848118 -0.034799391028346296 -0.044959080225652315 -0.033864996255455394 -0.028743128611460667 -0.044043159980434773 -0.038598661240181284 -0.029392013870412723 -0.034062385549042735 -0.035170182604890313 -0.045541408943504925 -0.027589554817768203 -0.03826011240942373 -0.039426225048699845 -0.037481450098681299 -0.031771259819903482 -0.042647812731861308 -0.03081956144010714 -0.041478583293825803
leaf_weight=3.6552204340696326 54.987229138612747 3.4962978065013877 6.5158277302980405 4.2909109443426123 10.806738674640661 5.4033693373203278 4.4498335719108573 4.7676788270473471 3.3373751789331418 383.32137769460678 19.388560563325893 9.5353576540946978 3.4962978065013877 5.5622919648885754 3.9730656892061225 6.9925956130027771 6.0390598475933093 3.6552204340696335 3.8141430616378784 4.2909109443426088 3.3373751789331436 35.916513830423355 5.2444467097520837 3.4962978065013859 3.6552204340696326 3.1784525513648987 3.1784525513648987 4.4498335719108573 3.1784525513648978 3.9730656892061216
leaf_count=23 346 22 41 27 68 34 28 30 21 2412 122 60 22 35 25 44 38 23 24 27 21 226 33 22 23 20 20 28 20 25
internal_value=-0.042274 -0.0341867 -0.0405039 -0.0450048 -0.0304957 -0.0349709 -0.043564 -0.0319638 -0.0357022 -0.0453072 -0.0417281 -0.0456357 -0.0435089 -0.0423661 -0.0278403 -0.0314052 -0.040541 -0.0309061 -0.0338974 -0.038743 -0.040885 -0.0449227 -0.0296749 -0.0318347 -0.0446164 -0.0336525 -0.0351702 -0.0454123 -0.0274288 -0.0437885
internal_weight=0 156.857 57.8478 464.531 99.0088 36.87 43.8626 27.4936 14.6209 449.91 37.8236 412.086 30.9899 28.765 62.1387 10.33 19.2296 13.9852 7.46936 13.6673 9.37644 40.3663 22.7259 11.9192 27.4936 6.83367 6.67475 23.8384 58.1657 9.37644
internal_count=3910 987 364 2923 623 232 276 173 92 2831 238 2593 195 181 391 65 121 88 47 86 59 254 143 75 173 43 42 150 366 59
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 47 12 52 12 43 1 15 4 447 40 47 0 3 1 48 50 4 3 0 3 1 3 3 0 11 52 43 51
split_gain=1085.67 235.231 140.006 116.587 73.1303 70.6126 50.1122 41.0832 35.2985 29.9655 23.1416 21.9575 19.0409 17.8869 17.7803 14.7272 11.9886 9.73546 8.10046 8.05546 8.95054 11.6113 9.25992 7.35583 6.6788 9.54926 19.2642 6.25704 3.97741 2.87624
threshold=0.10113500000000002 -0.37613999999999997 0.083670000000000008 0.080120000000000011 0.26391000000000003 -0.023959999999999995 -0.066289999999999988 0.086245000000000002 0.05377500000000001 0.27608500000000008 0.084630000000000011 -1.0000000180025095e-35 0.10976000000000001 -0.010494999999999999 0.10666500000000002 0.13501500000000002 0.11765000000000002 0.11266000000000001 -0.06272999999999998 -0.016619999999999996 -0.099024999999999988 0.086245000000000016 0.090740000000000015 -0.065134999999999985 -0.115685 -0.060094999999999989 1.0000000180025095e-35 -0.0093349999999999978 -0.078644999999999979 0.089960000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 8 12 7 13 16 14 19 -10 -4 -1 24 28 17 -3 -13 -8 21 -21 29 -6 25 -5 -27 -9 -7 -23
right_child=1 2 5 9 23 15 10 27 11 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0023832343899554986 -0.003415029100274821 0.010361820322610991 0.0031110227905704725 -0.00312862030067807 -0.0030318132113320555 0.00091950755203878802 0.0018575594445716982 0.010499121238985762 0.0098148641983817411 0.006161311185174486 0.0064125854927632401 -0.002064375372750094 0.01060149727143821 0.0058059542026315247 0.0029723698838628443 0.004535742117650011 0.0047185729122316738 0.0054494696751446947 0.0043322483397407255 -0.0030939198410693015 -0.0035057961554340279 0.00054210048414495492 0.0043124505721388179 0.0029437242919686437 -0.0035693767559505313 0.0063661643404052974 -0.0031284168687029019 0.0057714541573209502 -0.0027628964619677973 -0.0028551795088541977
leaf_weight=6.8978896141052246 20.65882733464241 98.814207971096039 5.0096459537744504 21.092444986104969 4.0026437342166901 3.1880731433630016 6.3220447152853003 6.9997256696224213 4.2894134372472763 3.0066275894641867 3.7898446172475806 3.5028830468654633 7.9473613649606705 3.7158894091844576 3.9492842257022849 3.5379184186458579 3.7727488130331031 3.7930865287780753 3.671148478984831 10.470601007342337 16.578819528222088 6.2996743172407133 5.1342450678348532 3.4929592609405509 329.61158452928066 3.2586407065391523 4.7630699723958969 3.9736626297235471 15.906710267066957 3.5156467109918594
leaf_count=46 136 490 26 140 25 20 38 36 21 18 22 22 40 21 23 20 20 20 22 71 111 40 30 20 2233 20 30 21 105 23
internal_value=0 0.00614362 0.00737069 -0.00260318 0.00886625 0.00210367 0.000849511 0.00470464 0.00944592 -0.00329902 -0.000747492 0.00442913 0.00770541 0.000483805 -0.00337745 -0.00110327 0.00998653 0.0101802 0.00120895 -0.00130906 -0.00178573 -0.000663913 0.00103805 -0.000247206 -0.00344735 -0.00206587 0.000728545 0.00878715 -0.00214808 -0.000674736
internal_weight=0 181.588 160.929 439.38 125.339 35.5897 73.698 21.5872 117.843 365.682 52.1109 11.4634 12.957 10.6138 362.675 22.6327 106.38 102.607 7.17403 48.321 41.999 25.4202 14.9496 7.4956 358.726 29.1142 8.02171 10.9734 19.0948 9.81532
internal_count=3910 987 851 2923 640 211 459 124 595 2464 335 65 66 67 2446 145 530 510 44 313 275 164 93 45 2423 190 50 57 125 63
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 12 159 47 43 1 1 4 4 52 123 3 3 15 1429 15 49 457 3 0 11 151 50 47 12 0 123 150 4
split_gain=845.73 166.582 104.708 95.5488 40.7847 37.6496 27.9341 27.1176 24.8186 23.6878 22.8695 21.4005 17.4205 15.7504 14.366 13.807 12.2129 15.4939 11.4081 6.60134 8.45568 14.4942 5.39238 4.87599 6.28167 4.63578 9.25375 4.26514 3.66698 3.01449
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.083670000000000008 -0.066289999999999988 0.12811000000000003 0.086245000000000002 0.27608500000000008 0.50657000000000008 0.13709500000000002 0.08128500000000001 -0.15121499999999996 0.10666500000000002 -0.038029999999999987 0.084545000000000009 0.05377500000000001 -0.14750499999999997 0.096725000000000019 -0.115685 -0.060094999999999989 1.0000000180025095e-35 -0.16145499999999999 0.11515000000000002 0.089785000000000018 0.092720000000000011 -0.19631499999999999 0.091600000000000001 1.0000000180025095e-35 -0.019454999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 7 11 14 13 23 16 25 -7 19 -1 18 22 -18 27 20 29 -22 -5 24 -3 26 -6 -14 -9 -4
right_child=1 3 8 4 6 12 -8 28 -10 -11 -12 -13 15 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040507633343513138 -0.0036985507106640993 0.0031131967026772748 -0.004029952015965118 0.0054682487776504625 -0.0030977314937263413 0.0062148762798796518 0.0085838852940541745 0.0056989442694007336 0.0055078685959285304 0.007560324141645986 0.0013656611085696121 0.0073850197401155067 -0.002856823713850922 0.0028198926752206906 0.0038251070064680487 0.0037154539258644837 0.0087302745589024119 0.0006251005635663279 0.0035594815354113812 -0.0038867850960962805 0.0056427458679911176 -0.0033576971995634541 0.0091039724818608291 -0.0038209458473146981 -0.0031959035757871961 -0.0029929723084886847 0.0046857727548466534 0.0012791682836561043 0.0093822102091793962 -0.00077373263329802975
leaf_weight=4.5403986573219299 19.20895591378212 3.5236475616693523 15.713929936289789 4.7893761396408072 3.2487766742706325 3.7165235280990592 9.1393291205167753 5.4060431420803052 3.3520830869674674 3.4711788743734351 5.0745302140712729 4.8533921986818305 35.14686980843544 4.1631020903587332 6.1106062680482882 5.414162576198577 6.1262445151805878 4.6785192936658841 3.8092882335185996 304.89960360527039 3.662317752838133 4.4669386148452759 109.26867394149303 8.5904398709535581 3.5766114592552185 6.1142911463975906 3.6460222899913814 3.0474504381418219 6.9466114491224289 4.0146517157554653
leaf_count=32 136 20 113 22 22 19 43 26 18 16 28 22 241 23 35 33 29 28 22 2233 20 30 480 55 24 42 20 20 31 27
internal_value=0 0.00567935 -0.00278568 0.00670229 0.00756549 0.000825861 0.00381508 0.00438908 -0.00357255 -0.000367452 0.00834484 0.00137512 -0.000777117 -0.0036629 0.000467716 -0.00132514 0.00862848 0.00522069 -0.00197486 -0.003744 -0.00218128 0.0006971 0.00895131 -0.00212128 -6.48846e-05 -0.000867033 0.00101824 -0.00252682 0.00777026 -0.00336733
internal_weight=0 195.31 414.411 176.101 156.939 74.138 27.0018 23.0037 340.273 19.1619 129.937 17.8625 51.1343 336.921 10.651 47.4178 124.863 10.8048 42.0036 332.757 27.8578 8.12926 114.058 15.6907 7.10026 13.0091 6.8948 38.1943 12.3527 19.7286
internal_count=3910 987 2923 851 736 459 149 124 2464 115 587 106 335 2446 67 316 559 57 283 2423 190 50 502 99 44 84 42 261 57 140
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 1 51 133 151 3 4 13 457 13 15 40 47 1 43 3 3 376 160 52 484 4 52 12 50 49 2
split_gain=683.901 137.335 89.3503 74.4671 31.7835 28.8776 29.0747 26.4764 25.1768 21.5229 19.5655 16.7767 13.9426 11.1008 15.1244 12.7926 12.7889 13.3292 10.2919 9.82844 9.29328 9.22582 7.23396 6.67309 6.25068 5.18288 4.99749 7.7515 4.83969 4.80867
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.087480000000000016 -0.40274499999999996 -0.40071499999999999 -0.51118499999999989 -0.15121499999999996 0.51060500000000009 -0.00059999999999999995 0.083585000000000007 -0.15078499999999997 0.05377500000000001 -1.0000000180025095e-35 0.082465000000000024 0.11831500000000002 -0.064539999999999986 -0.14818499999999998 -0.115685 0.048695000000000009 -0.079684999999999992 0.13266500000000003 0.073820000000000011 -0.06272999999999998 -0.0093349999999999978 0.090840000000000018 0.11843500000000001 -0.010424999999999999 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -8 -1 26 25 21 18 15 -15 22 17 -17 -4 23 29 -12 -9 28 -16 -6 27 -3 -14 -10
right_child=1 3 12 5 10 6 7 13 20 -11 11 -13 19 14 24 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037129059826378047 -0.0023003591819331409 0.002251157427010307 -0.0026030900491122496 -0.002665577714922348 0.0057803634556306783 -0.0022712884970632254 -0.00165779531559497 0.005095965766290113 0.00053240924598171369 0.005006235158570892 0.0028665641097831017 0.0041111577856805656 0.0010920730938039551 0.0054226798119165805 -0.0015199365218503446 0.003957552415662831 0.0044997123904964463 -0.0013907886945567791 0.0016802928023436955 -0.0025052061166884899 0.001400198478563247 -0.0015615088380064087 0.0023383533864108552 0.0016181263780024868 0.0024856888747435539 0.0027450679747488293 -0.0024247162333015447 -0.0021858156400108926 -0.0020427186005974279 -0.0022438543928039092
leaf_weight=5.1380080282688132 20.319464281201363 3.7170705348253312 4.3304043263196945 2.9256393164396277 6.35963374376297 3.1916036158800116 3.3850153386592856 119.74342073500156 3.3802549988031414 3.0600228905677787 2.9294976741075542 5.2028760313987723 2.8178812116384568 5.2912294119596481 3.5722994059324265 4.3002210855484009 14.499641135334967 4.6838997304439562 7.1632397174835187 279.7052104473114 4.643923968076705 9.9617293775081617 4.7587554007768622 3.9222329556941977 3.943307548761366 4.7120300531387347 9.0448624044656736 3.8633246719837189 14.891656026244162 26.800468936562538
leaf_count=25 152 20 33 21 28 19 20 495 23 13 16 27 18 22 23 22 65 30 41 2216 28 71 24 23 20 23 64 25 111 192
internal_value=0 0.00311964 -0.0018059 0.00369934 0.000450909 0.00416624 0.00428566 0.00441313 -0.000819698 -0.000339789 0.00219188 0.000786561 -0.0023046 0.00454093 0.00258181 0.00471048 0.00322556 0.00116918 6.64635e-05 -0.00239504 -0.00148844 -0.000555241 0.00499056 -0.000970585 0.000581745 0.00448856 -0.00132377 -1.0132e-05 -0.00154392 -0.00193291
internal_weight=0 210.3 381.959 189.98 69.1284 170.295 167.369 164.178 39.9627 19.6853 29.1658 18.0941 312.831 160.793 12.8068 147.986 23.4838 8.98412 11.4936 301.337 34.8246 12.8912 124.502 21.6318 7.51561 11.0717 16.6253 7.5804 17.7095 30.1807
internal_count=3910 1035 2875 883 433 761 740 721 268 122 165 114 2442 701 65 636 117 52 74 2368 243 87 519 152 43 51 109 45 129 215
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 159 1 51 133 151 3 4 147 13 13 4 0 13 4 12 457 3 3 376 2 0 11 4 48 2 12 50
split_gain=565.252 108.507 80.8134 56.5423 25.3172 22.3474 22.3695 20.1913 20.0799 19.9156 15.4115 18.1965 13.0929 10.5078 17.247 13.1009 11.5623 10.2351 9.89904 9.6856 8.67241 8.04086 7.73466 6.23271 9.76243 5.48691 4.80731 4.37927 4.2212 6.7846
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.087480000000000016 -0.40274499999999996 -0.40071499999999999 -0.51118499999999989 -0.15121499999999996 0.51697500000000007 0.085900000000000018 -0.00059999999999999995 -0.15078499999999997 0.27223000000000003 -0.15291499999999997 -1.0000000180025095e-35 -0.16401499999999997 0.085845000000000019 0.083585000000000007 -0.115685 -0.14818499999999998 0.048695000000000009 0.10251500000000001 -0.060094999999999989 1.0000000180025095e-35 -0.019454999999999997 0.11930500000000001 0.08221500000000001 0.090840000000000018 0.11843500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -8 -1 28 11 -6 20 14 -9 17 -17 -16 -13 23 -4 27 -18 25 -25 -14 -15 -10 29 -3
right_child=1 3 12 5 10 6 7 13 21 -11 -12 18 19 26 15 16 22 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0038405779610059801 -0.0028592349229621811 0.0023762407739352574 -0.0031437150325470974 -0.0032119256092037873 0.0043717484044868736 -0.0026600977939167823 -0.0019114080520914792 -0.0004908951123060247 0.00057973560587875163 0.0060385117885429392 0.0068880776937211216 -0.0016368904197640538 -0.0031439022811328566 0.0056522932024114497 0.00558088885007706 -0.0019412399873338238 0.0011223848425199595 0.0018844509367506295 0.0032574157349347477 -0.0030213974149319632 0.0017850926013739182 0.0014939590497762107 0.0052022063478674042 0.003763351695456843 -0.0024533220865471145 0.00091447228813938447 0.0029767279388023924 -0.0026683693655075243 -0.0028979701477645729 -0.0026703319481727211
leaf_weight=5.4748474806547156 18.317918322980404 3.8858804702758851 3.9846283122897148 2.6978005319833747 9.9295852631330543 3.0236249566078177 3.2549273818731299 5.4420453011989585 3.4314514249563244 2.9549681395292273 4.6198193505406371 11.146799549460409 10.412503995001316 84.184923142194748 47.183743074536324 3.4696984291076687 5.6643352508544913 6.1562500149011603 4.1127430498599997 257.70425796508789 7.4432914257049543 4.8058607429265967 8.3702854812145215 3.957182750105857 3.4266118854284286 3.1559314280748376 5.1825719177722922 25.024883955717087 8.4053826257586461 3.8609700351953506
leaf_count=25 149 20 33 21 44 19 20 26 23 12 21 80 86 342 191 21 29 35 20 2216 41 28 34 20 25 21 26 192 64 26
internal_value=0 0.00341322 -0.00213989 0.00400628 0.000493131 0.0044881 0.00460892 0.00473905 -0.000944315 -0.000397296 0.00236111 0.00153084 -0.00276206 0.00486972 0.00413472 0.00449005 0.00246602 0.00515426 -0.00031778 -0.00287806 6.65413e-05 -0.00173189 0.0035556 -0.00111512 0.000878368 -0.00219995 0.00549713 -0.00227669 -0.00157469 -0.000138932
internal_weight=0 212.055 358.63 193.737 68.546 174.63 171.932 168.909 38.737 19.1072 29.8089 25.1891 290.084 165.654 76.2864 70.8443 17.5043 53.34 15.2595 278.656 11.4279 33.2622 14.0346 20.9522 7.38379 13.5684 89.3675 28.4563 16.1522 7.74685
internal_count=3910 1035 2875 886 433 764 743 724 268 122 165 144 2442 704 336 310 84 226 100 2368 74 243 63 152 45 107 368 215 110 46
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 159 1 47 12 3 1 39 52 47 13 15 1 4 4 3 3 12 376 15 50 43 12 0 11 4 2 43
split_gain=473.91 87.9186 73.2318 44.6538 20.4117 18.2761 16.4105 16.2633 15.0518 16.3114 13.1137 13.1082 12.3252 10.0747 11.0753 10.0469 17.8406 9.41668 8.76347 7.58896 6.97901 6.88133 6.06734 9.94981 6.0573 5.3908 7.693 5.04206 3.99289 3.36361
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.087480000000000016 0.083670000000000008 -0.071274999999999991 -0.15121499999999996 0.13501500000000002 0.082810000000000009 0.13709500000000002 0.081320000000000017 -0.15078499999999997 0.05377500000000001 0.12263000000000002 0.0057500000000000008 -1.0000000180025095e-35 -0.115685 -0.013944999999999997 0.095000000000000015 0.048695000000000009 -0.16430499999999995 0.10481500000000002 -0.040589999999999994 -1.0000000180025095e-35 -0.060094999999999989 1.0000000180025095e-35 -0.019454999999999997 0.08221500000000001 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 7 10 -3 -1 9 21 13 15 19 -5 -15 16 18 25 -6 -4 28 -7 23 -8 -20 27 -27 -14 -9 -23
right_child=1 3 12 5 11 8 22 20 -10 -11 -12 -13 17 14 -16 -17 -18 -19 24 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0035658204985717003 -0.0030147664144637596 0.0051773209956288996 -0.0024223690253392725 0.0052013427126671443 0.0071516601177220021 0.0026171041416082771 -0.0028370285028213953 0.00055602962275497171 0.0060987967278026767 0.0041042943838654929 0.00040446662499903264 -0.0020391531646614001 -0.003344243399393639 -0.00072736963788607421 0.004772653484270163 0.0061718133338596465 -0.0030026207004182496 -0.0032080817089603204 0.0049029231695123573 0.0023482867824178751 0.0014096460413310129 -0.00018513044405338766 -0.0034867277025830475 0.0042394260335852996 0.00020088881652256197 0.0034400266435114426 -0.0025462359867160214 0.00087023606178740552 -0.0027905908208509683 -0.0036262305457122803
leaf_weight=5.7201167196035376 16.965607918798923 3.594117775559428 5.4437504485249502 127.30192046612501 4.2218870073556962 3.4159918874502209 3.8677430897951126 3.4769405722618165 6.6562656909227362 9.1537247747182828 5.5941544175148001 5.0102696716785422 9.5633982196450233 5.3135214522480947 7.4880104511976242 6.7179013863205901 4.5418312177062061 237.10020458698273 3.9258717000484538 5.8969247862696648 4.9454379081726065 4.1614128872752216 7.9899960979819298 2.9911529719829542 5.7062881886958987 4.1959424167871466 3.2216265946626663 3.221562087535859 23.358325138688087 5.7341799885034552
leaf_count=25 149 15 43 517 18 19 29 23 27 38 29 34 86 32 33 29 32 2216 16 31 28 29 62 16 36 20 25 21 192 40
internal_value=0 0.00334459 -0.00223218 0.00390285 0.000477836 0.00435774 -0.000408999 -0.000956833 0.0022506 0.00111041 0.00477891 0.00226383 -0.00291436 0.00495358 0.00248976 0.00312228 0.00200864 -0.00304538 0.0036515 5.82768e-05 -0.00177085 -0.000948336 -0.00176115 0.000249001 0.00211734 -0.00113588 0.00084005 -0.00228228 -0.00235698 -0.00217914
internal_weight=0 210.228 336.268 193.262 67.6249 174.819 18.443 37.5008 29.1216 22.4653 145.698 30.124 268.643 140.103 12.8015 25.1138 18.3959 257.303 13.854 11.3407 31.7807 13.3116 14.8489 6.8589 9.63216 20.2025 7.41757 12.785 26.8353 9.89559
internal_count=3910 1035 2875 886 433 764 122 268 153 126 611 165 2442 582 65 131 102 2368 70 74 243 88 107 45 52 152 45 107 215 69
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 159 1 51 133 151 4 13 3 147 13 43 3 457 124 3 15 123 52 47 0 11 39 4 15 49 2 52
split_gain=505.476 93.5194 75.2412 47.96 19.9465 19.9151 17.6684 17.3259 16.9431 15.0195 14.3967 14.1484 12.3035 10.2362 9.47932 9.31546 8.54331 7.67102 7.47618 8.61084 7.21823 7.7876 5.70525 8.26976 5.63255 4.81982 4.59628 9.36519 4.06057 3.51166
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.085990000000000011 -0.40274499999999996 -0.40071499999999999 -0.51118499999999989 0.51697500000000007 -0.00059999999999999995 -0.15121499999999996 0.085900000000000018 -0.15078499999999997 -0.26007999999999992 -0.115685 0.082870000000000013 -0.52484999999999993 -0.14818499999999998 -0.035939999999999993 1.0000000180025095e-35 0.14114500000000005 0.13135500000000003 -0.060094999999999989 1.0000000180025095e-35 0.08512500000000002 -0.019454999999999997 0.05377500000000001 -0.14750499999999997 0.084735000000000019 0.51743500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 10 -5 -7 -8 24 -6 -1 15 17 -9 22 -11 -15 -4 -12 28 21 26 25 -24 29 -14 -18 -28 -20 -3
right_child=1 3 12 5 9 6 7 13 -10 11 18 -13 14 16 -16 -17 20 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034058702143126896 -0.0030512727905020287 -0.0032235661488516001 -0.0033986345240335477 -0.0034705675855125026 0.0046284098933853076 -0.0026402891992946178 -0.0019740957186358114 0.00034321450821853035 0.0060459033989056585 -0.0017723334597775494 -0.0034472128331015394 0.005936660306883162 -0.0033838703251854547 -0.0013430147523203404 -0.0032454788190049181 0.0030490476513272673 0.0055685819229000389 0.0017329043286739027 0.00073533813952349843 0.0040909983988199937 0.0019794553342096354 0.0013952894834307885 0.0036985542542214548 -0.002589499640741354 0.0024535455566851412 0.00073867980221297455 0.0057275124111965028 0.00031896489172240303 -0.0030110913800484151 0.00047576696300957895
leaf_weight=5.1877068728208533 17.022029973566532 10.048611849546434 3.77178855240345 2.5965447276830664 12.862538978457449 2.7629451453685752 3.1504851579666129 3.9986878633499137 2.9849741905927649 12.98835207521916 14.083603292703629 3.5836723744869223 9.6016917750239372 1.7589204609394062 237.92759895324707 4.7502412199974051 138.65620638430119 7.6698940992355329 4.0109518617391569 2.9270156770944604 5.8729324936866751 4.2946942299604407 4.1122281104326239 3.2499736100435257 2.4683535099029532 3.3099520057439813 7.23069067299366 4.51306404173374 6.7143248245120049 2.8613694682717314
leaf_count=23 149 78 33 21 56 19 20 19 12 98 117 16 86 8 2216 24 567 41 27 16 30 23 20 25 11 21 31 26 56 21
internal_value=0 0.00356867 -0.0022535 0.00415193 0.000537906 0.00462764 0.00474972 0.0048702 -0.000377271 0.00211416 -0.00109873 0.000597454 -0.00294823 0.00499984 -0.0030807 -0.000481209 0.00511455 4.12756e-05 -0.00194127 -0.000387746 0.00518529 0.005307 -0.00114692 0.000922753 -0.00162403 -0.00232704 0.0054187 0.00364904 -0.00161003 -0.00240365
internal_weight=0 210.221 336.752 193.198 67.1084 174.835 172.239 169.476 18.3633 34.1848 32.9236 21.3223 269.643 166.325 258.201 17.7386 162.327 11.4417 27.7359 13.6523 160.568 154.695 20.2738 7.3622 15.3783 12.9116 150.4 11.7438 10.7253 12.91
internal_count=3910 1035 2875 886 433 764 743 724 122 194 239 138 2442 704 2368 122 685 74 216 99 677 647 152 45 110 107 624 57 83 99
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 133 1 16 47 123 15 13 15 4 9 15 40 1 4 16 4 4 16 12 4 48 150 42 0 43
split_gain=412.685 74.275 67.2532 37.5255 25.6601 17.3798 16.7359 13.3617 13.2527 13.2144 11.8495 11.6823 10.9958 21.2082 10.869 10.7778 11.4027 8.94699 8.75396 8.3172 7.95046 7.37547 7.0526 6.55817 6.14949 10.1857 6.58073 5.89027 5.5215 4.09027
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.26391000000000003 -0.40274499999999996 -0.40071499999999999 0.085990000000000011 0.18936500000000003 0.083670000000000008 0.08128500000000001 -0.038029999999999987 -0.10939499999999998 0.079360000000000014 -0.48072499999999996 0.084755000000000011 0.098650000000000015 -1.0000000180025095e-35 0.13429500000000003 -0.081189999999999984 -0.008734999999999998 0.053925000000000008 -0.15796999999999997 -0.53943499999999989 1.0000000180025095e-35 0.0057500000000000008 0.086870000000000017 0.086870000000000017 1.0000000180025095e-35 0.11015500000000002 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 10 14 15 17 -1 20 13 -12 19 -7 -17 22 -15 24 27 28 -10 -5 25 -8 -26 -4 -13 -24
right_child=1 3 11 23 5 8 7 -9 9 -11 12 21 -14 18 -16 16 -18 -19 -20 -21 -22 -23 29 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.003022344482302593 -0.0026936907462863338 -0.0033803249649373788 0.0008004267135683675 0.0015969666969480204 -0.0025954342425544355 0.0046537737648601829 0.0026167721677408393 -0.002795831139628736 0.0030129316982070568 0.0049089047458628137 -0.0026582097590986315 0.0020114072030292052 -0.0034778203395648528 0.0072206347310534965 -0.0020964209326549211 0.0051382686724736094 -0.00036391592831841468 0.0043659109237805561 0.0016747123146414425 0.0055232814266898958 0.0031911401466290842 -0.002987279071197166 0.00095965552742500093 -0.0026377415976418387 0.0010747956948126171 -0.0034338337208696082 0.0058203174571561864 -0.0028848030347698832 -0.0023325728571785892 -0.0028100788293252015
leaf_weight=13.242044426500795 16.342387266457081 3.7570792436599723 5.4409538507461574 4.3259716257452956 3.0676772221922866 131.69157024472952 6.1541237980127388 4.2912903726100913 3.7565293312072781 9.8407605737447721 5.5992054864764205 3.9986169859766942 4.3235569447278968 4.1234470009803754 3.5742108300328246 4.9562767148017883 7.0722819268703443 4.3429170027375212 4.7255968227982557 7.6130079105496433 3.5320374667644492 222.11621271818876 3.4495141953229922 8.1788840740919095 4.0888826027512533 3.3104815930128098 5.0569347739219666 8.7551487982273084 5.2180707678198814 6.2827435880899429
leaf_count=117 152 31 30 24 22 542 32 34 21 40 39 30 31 20 28 20 39 20 32 34 19 2238 19 65 22 23 21 81 44 40
internal_value=0 0.00299737 -0.00205739 0.00348502 0.00381184 0.00396672 0.000436706 0.00179302 0.00408418 0.0023215 -0.00100752 -0.00271934 0.000413786 0.00157833 0.00245388 0.00442357 0.00190322 0.000893594 0.00425898 0.00307407 -0.000543236 -0.00288611 -0.000224371 -0.00117277 0.00207217 0.000500422 0.0036987 -0.00147236 -0.000447957 -0.00147393
internal_weight=0 207.065 315.164 190.722 178.217 174.46 66.1028 34.0889 171.393 27.6725 32.0139 249.061 18.7718 14.4482 29.7976 143.72 12.0286 17.8317 8.84904 26.2234 17.7281 231.333 13.4888 12.5049 18.6104 9.46461 9.14582 14.1961 9.21669 9.73226
internal_count=3910 1035 2875 883 794 763 433 194 741 140 239 2442 122 91 160 601 59 100 52 132 130 2312 80 89 98 55 43 111 74 59
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 159 51 151 51 474 4 128 1 3 150 3 3 376 484 4 0 12 1 4 39 0 48 13 13 52 0 151
split_gain=350.673 62.4246 60.6652 31.5262 15.8252 14.443 13.9012 16.7192 12.5269 11.9672 11.5519 11.5517 14.0109 10.7743 10.4723 7.61402 7.3543 5.59207 13.9411 8.03804 14.0688 5.03434 4.5083 4.40383 4.37985 4.05498 8.75053 3.46207 2.84971 2.67107
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.40274499999999996 -0.51118499999999989 -0.10145999999999998 0.084655000000000022 0.51697500000000007 0.094695000000000015 0.092550000000000007 -0.115685 0.084800000000000014 -0.15121499999999996 0.10666500000000002 0.083925000000000013 0.073820000000000011 0.26790000000000008 -0.15291499999999997 0.085845000000000019 0.12263000000000002 -0.17479499999999998 0.08512500000000002 -0.23029999999999998 0.11930500000000001 -1.0000000180025095e-35 0.00079000000000000012 0.51743500000000009 -0.035699999999999989 -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 -2 6 8 -5 -6 -1 10 22 17 13 12 16 -8 -13 29 28 18 -7 25 -21 -15 27 -23 -19 -20 -27 -3 -4 -12
right_child=1 3 11 4 5 9 7 -9 -10 -11 15 14 -14 21 -16 -17 -18 24 19 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.002762065233881375 -0.0029602838523684213 -0.0030173891096963632 -0.003174299477869852 -0.0032273741049174492 -0.0021231611332447132 -0.0008586238050632643 0.0028095864012203219 0.004613011189122389 0.0049349171203257646 -0.00039418532271030181 0.0028063576828152334 -0.0029932379775448608 0.0052126601682422691 0.0013700203305244665 0.0012076102267101461 0.0051412366799510308 0.0018425084925720861 0.0045999123197243636 0.0045516181887030336 -0.0014274861783335339 0.004490516525402337 0.00048161201446055056 0.0019751617321830104 -0.0025669142521526789 0.0019965509509068452 -0.00052232296195593318 0.0050187671602400178 0.0005738355108959555 -0.00059302466702416436 -0.00035504968274496952
leaf_weight=9.4132945612072927 13.861329443752764 9.1555423513054865 11.677548073232179 2.6504581645131102 3.3038962334394446 5.6655366569757453 5.9056392759084622 8.3115578740835172 2.9081295430660239 5.1722857430577269 3.4138380587100974 202.67676268517971 2.707589127123355 4.3882727324962572 4.8065670728683463 5.1427760720252982 3.9627123102545729 81.214909538626671 45.302187547087669 5.961336746811865 6.8080764710903168 4.7524980530142775 2.4928618818521491 17.759693734347838 5.4565671086311331 4.1435963511466962 4.9471578747034073 2.7654658108949652 4.7646180316805866 5.5557688251137725
leaf_count=85 142 78 119 25 20 27 25 40 12 30 15 2229 14 28 23 21 23 341 190 37 29 35 11 150 27 23 22 21 34 34
internal_value=0 0.00280032 -0.00201071 0.00322517 0.00359223 0.00369984 0.000397488 0.000935996 -0.00039047 0.00381667 0.000284617 -0.0026858 -0.000799503 -0.000630807 -0.00289592 0.00241264 -0.00159728 0.00395322 0.00337865 0.00373609 0.00172773 -0.0013861 -0.00146492 -0.00192335 0.00443601 0.00420758 0.00249312 -0.00218429 -0.0024263 0.000848184
internal_weight=0 201.809 295.239 187.948 170.626 167.976 64.6433 55.23 17.322 164.672 46.9185 230.596 23.1125 32.8061 207.483 14.1124 20.4049 159.499 72.8279 67.1624 12.7694 26.9005 14.4139 22.5122 86.6715 54.3929 9.09075 11.921 16.4422 8.96961
internal_count=3910 1035 2875 893 771 746 433 348 122 726 308 2442 190 238 2252 70 176 696 328 301 66 213 110 185 368 235 45 99 153 49
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 12 52 47 43 12 15 447 3 150 47 3 1 40 1 0 120 13 484 12 3 151 48 48 0 47 52 16 158
split_gain=402.59 69.4522 64.8568 34.0586 25.3365 16.5533 16.5172 15.2519 14.4723 11.6787 12.4975 11.2026 11.1981 10.589 10.1909 9.42133 8.13028 7.82879 7.09308 6.90102 6.15308 5.0666 4.80168 4.65071 4.48178 3.02642 2.84258 2.27786 2.27029 6.62225
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 0.26391000000000003 0.083670000000000008 -0.066289999999999988 -1.0000000180025095e-35 0.05377500000000001 0.084630000000000011 -0.115685 0.084800000000000014 0.10976000000000001 0.10666500000000002 0.086245000000000002 -1.0000000180025095e-35 0.13501500000000002 -0.053834999999999994 0.085265000000000021 -0.042354999999999997 0.073820000000000011 1.0000000180025095e-35 -0.10315499999999998 -0.086769999999999986 0.11714000000000001 0.099575000000000011 -0.035699999999999989 0.10933000000000002 -0.023079999999999996 -0.14879499999999998 0.08482000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 13 11 23 17 10 19 -6 -11 16 -9 21 -1 22 -16 25 -5 -8 -7 -3 28 -4 -23 -15 29 -24
right_child=1 3 9 20 6 8 15 14 -10 12 -12 -13 -14 27 18 -17 -18 -19 -20 -21 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00204451770456059 -0.0027461672796370708 0.0044346090147210368 -0.00294052570855317 0.0015505090459997941 0.00062276856345206875 0.0017201885765479607 0.0015968021954877838 0.0044233154291826778 0.0048102118200079695 -0.0027837837940824341 0.0043745264361945684 0.005189336658389854 0.001294495201551657 0.0050767920202657692 0.0028089066831666143 0.0039330742796115856 0.0026721713812955846 0.0034002294412787868 -0.0019596285740475167 0.0015683883629328953 -0.0023829576335715453 -0.0001513341528270199 0.0023062117320167444 0.0018777541519288169 0.0015842351560637449 -0.00046438340754487612 -0.0030811367986129227 0.0027024865484411545 -0.0021419402964674983 -0.0031817491653424249
leaf_weight=4.8398635536432266 13.817100867629049 127.60888310521841 11.567347235977655 4.2237542718648893 5.9537473022937766 3.4724958240985861 3.2734437212347975 5.164207696914672 3.2806831598281851 204.4339047819376 2.8579702526330939 9.5393268615007383 4.6999470591545096 6.5483921617269516 3.4045803174376479 2.9248180687427512 5.1446630135178584 2.6996415108442298 5.6796400398015967 4.1083545610308638 7.5910136625170708 3.341093450784685 3.0955598056316367 5.0464123636484137 2.928983435034751 4.7520419210195568 6.9824467226862907 4.7627333626151067 25.048340819776062 2.9117742106318474
leaf_count=41 142 527 119 24 27 23 18 21 14 2229 14 39 23 27 18 14 26 14 36 23 65 23 20 22 19 34 59 21 204 24
internal_value=0 0.00290923 -0.00185267 0.00331892 0.00360258 0.000459802 0.00149686 0.00406149 -0.000465125 -0.00249674 -0.000741875 0.00343448 -0.00269213 0.00234641 0.00149322 -0.000320118 0.00038582 -0.000896103 -0.000172479 -0.00145769 -0.000976752 -0.00123501 -0.00120575 0.00433734 -0.00150472 -0.0022195 -0.00213294 0.00407705 -0.00179605 -0.000353821
internal_weight=0 204.55 297.153 190.733 178.919 64.7331 32.0149 146.904 43.4375 232.42 23.2857 15.4931 209.134 21.2957 14.2484 16.5218 9.98453 40.1568 9.08422 20.4277 11.8148 13.597 37.4572 132.655 33.9847 16.3194 10.3235 11.3111 31.0557 6.00733
internal_count=3910 1035 2875 893 804 433 180 624 318 2442 190 66 2252 115 75 114 67 304 54 176 89 100 290 549 267 153 82 48 248 44
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 133 1 3 47 16 150 3 15 47 15 123 1 15 4 40 484 4 3 2 474 16 12 48 16 0
split_gain=319.842 56.901 55.0124 27.0568 21.0047 13.9544 12.8823 11.1725 10.7924 10.6426 10.4902 10.017 9.83713 9.80626 9.47491 9.20531 10.4202 8.68853 15.898 8.15658 6.17954 5.89789 5.55545 7.2234 6.4826 5.49782 5.17766 4.95365 3.84888 3.7717
threshold=0.099115000000000023 0.080120000000000011 -0.40083499999999994 0.26391000000000003 -0.40274499999999996 -0.40071499999999999 0.085990000000000011 -0.115685 0.083670000000000008 0.26760500000000004 0.084800000000000014 0.10666500000000002 -0.038029999999999987 0.081320000000000017 0.05377500000000001 0.08128500000000001 0.13501500000000002 0.079360000000000014 -0.48072499999999996 -1.0000000180025095e-35 0.073820000000000011 -0.081189999999999984 -0.016619999999999996 0.092175000000000021 0.082665000000000002 -0.53943499999999989 1.0000000180025095e-35 0.11765000000000002 -0.090129999999999988 -0.06340999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 12 10 14 13 20 -9 -1 22 27 16 25 18 -14 -16 -3 -20 -8 24 28 -10 -5 -7 -24 -21
right_child=2 7 3 26 5 8 9 11 15 -11 -12 -13 17 -15 19 -17 -18 -19 21 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028454747066173252 -0.0027940206403715704 -0.0022339690491728252 -0.0031848462155986243 0.0013411647014144998 -0.0024432470135765691 0.0041624843433641862 0.0050155269906240231 -0.0028371503639600883 0.0023968923876346417 -0.0031456094279768811 0.0040261547542299447 0.0011036023764397238 -0.0024750788832500707 -0.0017025475337940159 0.0044609653280471822 0.0040897677997761058 0.0045656240152628907 -0.0032820647595108725 0.0056476117401294138 0.0018740748959381868 0.0014825526580742189 0.001347943382986085 0.0011778980619314449 0.0036772197614850549 0.0040350701528305988 -0.0014149481012446805 -0.0023968708654623682 0.0013105674457079006 -0.0026775218823321023 -0.0017707537709476787
leaf_weight=11.597679987549784 12.733837991952894 15.339184194803243 3.5941315889358512 4.3461709544062597 2.9158166795969001 121.5238955616951 5.780915752053267 186.82629278302193 3.8699202388525036 3.1951911821961394 2.9565633386373511 4.8407057970762244 5.2640674784779575 4.3669911324977866 4.762557551264762 9.7320366501808149 4.1534454673528662 3.8500215187668791 4.4658599346876162 4.0861324444413176 4.1603129208087912 4.8880847916007006 3.5981784984469458 9.7197643369436246 2.6884594261646271 9.7193576097488421 7.2029737085103989 4.624820575118064 3.9996119439601872 4.2235247269272795
leaf_count=117 142 153 35 24 22 518 25 2229 21 29 14 23 39 30 20 41 19 31 20 21 23 32 22 43 12 61 65 20 33 26
internal_value=0 -0.0018597 0.00264334 0.0030181 0.00328537 0.00342247 0.000390634 -0.00252615 0.00352508 0.00154809 -0.000721222 -0.00273762 -0.00089323 0.00204545 0.0038308 0.00197593 0.000816474 0.000332753 0.00128481 0.00163893 -0.00144103 0.00340074 0.00268017 0.00200535 0.000425555 -0.000329422 -0.000990174 0.00405793 -0.000851664 2.15287e-05
internal_weight=0 277.538 197.489 184.755 173.206 169.612 63.4148 214.123 166.696 33.3491 22.4561 191.667 30.0657 30.1539 139.221 27.4748 17.7427 18.468 14.618 13.0722 19.4995 9.35394 25.7869 20.006 10.2862 13.5893 11.5491 126.149 7.59779 8.30966
internal_count=3910 2875 1035 893 804 769 433 2442 747 194 190 2252 239 165 605 142 101 122 91 67 176 52 135 110 67 82 89 538 55 47
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 1 133 4 51 3 13 13 147 43 4 457 3 1 2 376 52 49 47 0 39 52 2 52 4 0
split_gain=371.544 64.123 63.3101 33.8086 17.3211 15.2415 14.7757 13.4338 13.221 12.9471 11.3742 9.55781 9.04178 7.66705 7.47776 7.46797 6.57671 7.46656 6.12876 6.11207 5.57683 13.6189 6.75941 4.89039 4.77046 4.28693 3.90365 3.757 3.28581 7.40273
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 -0.51118499999999989 0.087480000000000016 -0.40071499999999999 0.51697500000000007 -0.40274499999999996 -0.15121499999999996 -0.10939499999999998 -0.00059999999999999995 0.085900000000000018 -0.26007999999999992 -0.15796999999999997 0.083585000000000007 -0.14818499999999998 0.083370000000000014 0.092745000000000008 0.048695000000000009 0.12539500000000003 0.12757000000000004 0.11771000000000002 0.11015500000000002 0.08512500000000002 0.51791000000000009 0.08221500000000001 -0.0093349999999999978 -0.045299999999999993 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 24 -8 -1 16 27 15 -10 23 -13 -4 18 -18 26 22 -22 28 -12 25 -3 -11 -7 29 -15
right_child=1 3 10 4 6 11 8 -9 13 19 14 12 -14 20 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035282239732961286 -0.0031185556806859922 -0.0034210717162378155 -0.0036429463170806809 -0.0025964493612559694 -0.0028809015202462631 0.0060240755549457493 -0.0035966708346583261 0.0058384949638633282 0.00024477861652317157 0.00083466330839559555 0.0022195859360215828 -0.0017918991909871528 0.0055259802651086874 0.001510828918645628 -0.0033426513285572134 0.0032644327030888053 -0.00369934386407169 0.0057216402722439852 0.0014987746555551731 0.0015393895444011803 -0.00086879509779579903 0.0061686089405652107 0.0014854208055350986 -0.002511676628042598 0.0024312120827788106 0.0013521261813704897 -0.0028967396307481015 0.0023791864681258369 0.0052792738099978632 0.0056587770885333285
leaf_weight=5.6904709041118613 14.160023167729376 9.4506567120552081 4.8289539366960552 3.5786965489387503 2.7173448428511611 6.7946005016565323 1.9684081077575672 2.9400485306978217 3.8239910602569571 3.288058787584311 4.0435511171817762 10.09987296164036 3.3018811196088782 7.842124871909621 198.40185990184546 4.174580290913581 3.734239995479582 2.4362616986036292 5.9451847299933434 4.8311934098601332 5.5931294560432416 5.5300387144088745 5.4383043348789206 4.8696508482098579 2.4303885400295249 2.3823004812002173 20.578658372163773 4.9378007128834742 124.73007269948722 9.7723413407802422
leaf_count=25 149 82 47 21 19 28 20 12 19 23 30 80 14 40 2238 20 35 15 33 28 31 23 30 44 11 17 192 23 521 40
internal_value=0 0.00340735 -0.00221525 0.00389836 0.00432587 0.000582486 0.00447384 -0.000350858 0.00459518 -0.000853551 -0.0030099 0.00226741 0.00078377 0.00469427 -0.00321464 -0.000313169 -0.000504936 0.000745783 -0.000506615 -0.00172241 0.00480135 0.00262995 0.00496478 -0.000365298 -0.00162665 -0.0024601 -0.00238267 0.00449006 0.00509771 0.00381207
internal_weight=0 202.358 287.957 188.198 170.994 63.6971 167.416 17.2034 164.698 34.3884 224.26 29.3087 17.5763 162.73 207.315 14.2745 16.9446 12.1157 9.67942 28.6979 158.906 11.1232 147.783 8.9132 14.2633 11.833 23.8667 11.7324 142.345 17.6145
internal_count=3910 1035 2875 886 764 433 743 122 724 268 2442 165 114 704 2312 100 130 83 68 243 685 54 631 74 110 99 215 51 601 80
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 159 151 51 15 474 133 3 4 3 4 1 3 4 0 12 1 0 11 13 4 15 16 50 12 150 15 48
split_gain=287.175 53.229 48.6327 24.9459 13.0654 11.7158 11.6887 11.2489 10.9528 10.8864 10.353 9.61038 9.02614 8.06982 8.33241 7.97972 10.2574 11.7909 13.1974 7.63548 7.4748 5.98657 7.44794 5.47805 11.0288 3.98341 4.38147 3.76818 6.07564 3.59588
threshold=0.099115000000000023 0.080120000000000011 -0.40083499999999994 -1.0000000180025095e-35 -0.51118499999999989 -0.10145999999999998 0.079360000000000014 0.085435000000000025 -0.40071499999999999 -0.115685 0.51697500000000007 0.10666500000000002 0.053925000000000008 0.093575000000000019 -0.15002999999999997 0.26790000000000008 -0.15291499999999997 0.085845000000000019 0.12730000000000002 -0.060094999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16401499999999997 -0.008624999999999999 -0.0041999999999999997 0.11843500000000001 0.090840000000000018 0.083205000000000015 -0.091704999999999995 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 -5 -1 7 13 -6 12 25 -11 19 14 -7 16 -10 21 -19 -3 -21 -18 -23 27 -25 26 -4 -16 -29 -17
right_child=2 9 3 4 8 6 -8 -9 15 11 -12 -13 -14 -15 23 29 17 18 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0025505586151379654 -0.0027392661819606035 -0.0026294152206179796 0.0020663129589404087 -0.0020301604572686717 -0.0022736792272307137 0.003105380178540243 -0.0033932904967074783 0.0045007002451441687 -0.00074314375991623664 -0.0027884274090546443 0.0043957632607660915 0.0010402097102664601 0.0039974117071026943 0.0026920009678518581 -0.0026151264930145079 0.0040921720159897848 0.0040489855409310809 -0.0012605218226310797 0.0038422740260221286 0.0032501960546762647 -0.0022675767078312752 -0.0017675420929043506 0.0033005753315704764 0.0044815071053729179 -0.0013935990530435068 -0.0028181231074801104 -0.0021850530620150929 0.0019915129579724934 -0.0031764780363026986 0.0018149064173653006
leaf_weight=8.4770060554146749 11.901590563356875 11.997667647898201 3.8113855421543139 3.3995498269796363 2.5125045999884597 5.2788106203079179 4.3103709816932669 6.5691233649849883 5.649528242647647 174.43901880085468 2.8057386428117743 4.873933494091033 2.6309027820825568 11.087596334517 9.6813744232058543 79.422263637185097 43.425548374652863 8.5778850018978101 6.4005973488092414 4.1127808839082727 3.1243806108832359 3.0483956933021545 6.7192516177892667 3.9279734641313553 5.6125129163265317 6.4064913541078568 3.2464744299650192 4.2331851720809937 2.6909519284963599 5.3525552302598944
leaf_count=85 142 128 20 21 19 22 34 30 28 2229 12 23 15 55 94 346 189 63 28 20 27 19 32 21 44 55 35 25 23 26
internal_value=0 -0.00179505 0.00252631 0.00287297 0.00318714 0.000386383 0.000852679 0.00122556 0.00329723 -0.00246591 -0.000303571 -0.00268436 -0.000674456 0.000719481 2.35176e-05 0.00338548 0.00273906 0.00302763 0.000920002 -0.00131347 0.000868099 0.00362111 0.00171886 -0.000598703 0.00102528 -0.00128283 0.00011077 -0.00153174 -1.69417e-05 0.00394839
internal_weight=0 263.048 192.68 180.778 164.508 61.8689 53.3919 49.0815 161.109 201.179 16.2701 179.313 21.8657 42.5124 31.4248 158.596 73.8212 68.1717 14.9785 19.2348 7.23716 53.1932 9.76765 26.146 9.54049 13.4644 7.05786 16.6055 6.92414 84.7748
internal_count=3910 2875 1035 893 771 433 348 314 750 2442 122 2252 190 284 229 731 359 331 91 175 47 240 51 207 65 110 55 142 48 372
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 12 50 0 43 15 447 120 2 4 47 1 160 1 43 43 48 0 4 151 48 3 4 0 1 0
split_gain=246.849 48.0452 40.7185 23.3877 16.0243 14.6201 14.569 10.5854 9.95807 9.39928 9.02993 8.16391 7.90438 10.9856 6.58632 6.4388 6.08486 7.03917 6.40305 5.26515 5.11937 4.77554 6.70524 3.91537 3.67086 3.6653 2.64286 2.2452 4.1522 2.22295
threshold=0.099595000000000017 0.080120000000000011 -0.37613999999999997 0.083670000000000008 0.39574000000000004 -0.023959999999999995 0.11843500000000001 -0.060094999999999989 -0.066289999999999988 0.10943500000000002 0.084630000000000011 0.086605000000000015 0.10325000000000002 -0.49837999999999999 0.10976000000000001 0.12263000000000002 -1.0000000180025095e-35 0.13501500000000002 -0.069494999999999987 -0.23454499999999998 0.11904500000000003 -0.066689999999999985 -0.0031049999999999997 -0.086769999999999986 0.10115500000000001 0.14320000000000002 -0.17479499999999998 -0.11524 0.083370000000000014 0.15480500000000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 14 9 25 19 20 11 23 13 -9 -5 -11 -7 18 -18 -1 26 22 -21 -10 -25 27 -4 28 -3 -14
right_child=2 4 3 5 -6 16 -8 12 10 15 -12 -13 29 -15 -16 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099285526257953142 -0.0025122195357265963 -0.0026765467127145837 0.0013612212281578859 0.00045487515550367443 0.0050956847367098603 -0.003111530993667103 -0.0013529007226830976 -0.0024072807289373939 0.0015720486613572213 -0.0014098304612573255 0.0036517072244291763 0.0041240821307237004 -0.0027579629446249816 0.0037372876664218072 0.0042040309196306755 0.0027227353826677386 0.0026022887523937865 0.0043337996742433983 -0.0021037081906052162 -0.0021158639571203044 0.00082156429154757362 0.0039497020636095823 0.0028733401858888853 -0.0017270490962174516 0.0019546110771127148 0.00064584746369618156 0.0038252879375148224 -0.0028589968193635552 0.00098060223962130426 0.00050042600490640275
leaf_weight=3.880381383001807 11.538990534842013 7.6639295592904073 3.3006777167320243 5.6028514206409445 2.0684326887130728 5.9912520945072165 4.883203610777854 3.5821076110005379 3.4547866955399504 4.5932256504893285 3.6195291727781287 2.2885311543941489 8.8383781760930997 5.3393033295869845 8.9950801879167539 7.0286010578274727 2.9716502428054792 2.4557291567325583 7.5235882252454793 3.0933614596724537 4.5533644407987586 8.5226145535707438 5.5377995818853387 28.997645705938343 2.1428445801138869 2.3427588939666739 113.16259279847145 152.14131402224302 3.2605296149849892 1.868856944143771
leaf_count=33 146 90 17 26 9 60 35 36 23 30 17 12 110 34 40 34 23 11 56 19 20 37 29 256 14 11 521 2115 34 12
internal_value=0 -0.0017333 0.00242305 0.00275596 -0.00241758 0.000723626 0.00325162 -0.00250157 0.000347279 0.00342114 -0.0004396 -0.000841094 -0.000616921 0.00127013 0.00276506 0.00108945 -0.000849619 0.000196765 -0.000771239 0.00186249 0.00364506 0.00250841 0.00108524 -0.00116955 -0.00147371 -0.00272522 0.00375545 -0.00277365 -0.00158503 -0.00218924
internal_weight=0 248.643 182.601 171.062 187.106 33.5402 137.522 185.037 61.5375 132.638 40.5033 36.8838 19.6286 8.92141 14.5979 11.6218 18.9422 12.951 10.4952 21.0342 121.017 17.1538 8.63116 34.5953 31.1405 165.409 116.463 163.066 10.9245 10.7072
internal_count=3910 2891 1019 873 2451 216 657 2442 440 622 322 305 192 70 66 64 150 90 79 118 558 85 48 293 270 2250 538 2239 124 122
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 12 50 51 15 0 50 47 474 42 124 3 2 4 15 0 48 40 48 160 1 457 15 43 4 149
split_gain=211.946 44.7023 32.8908 19.2977 17.2821 12.3325 11.8226 10.5926 10.9553 9.86337 9.13145 8.2151 8.06943 7.25967 7.34907 7.41538 6.92254 8.60868 6.92054 5.65258 5.97704 5.16455 4.64704 4.54086 5.52111 4.16992 5.31485 3.92062 3.24984 2.85721
threshold=0.10113500000000002 0.080120000000000011 -0.40083499999999994 0.086785000000000015 0.39574000000000004 -1.0000000180025095e-35 0.11843500000000001 -0.10145999999999998 0.079360000000000014 -0.060094999999999989 0.096815000000000012 0.10976000000000001 0.085435000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10942499999999998 0.10325000000000002 -0.49837999999999999 0.10943500000000002 -0.14534499999999997 0.086215000000000014 -0.082804999999999976 0.11904500000000003 -1.0000000180025095e-35 0.13501500000000002 0.083995000000000014 -0.059484999999999989 -0.072649999999999978 -0.0021099999999999995 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 6 9 11 18 -1 10 25 12 -5 13 28 -15 -16 17 -11 22 20 -17 -20 29 -7 27 -3 -27 -25 -9 -4
right_child=2 4 3 5 -6 23 -8 8 -10 16 -12 -13 -14 14 15 19 -18 -19 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0024364097157878874 -0.0025379320136682923 -0.0026636398311036557 0.0034643721416268468 -0.00038675399746090726 0.004485426725995687 -0.0029318542939076155 -0.0011402314218668199 0.00087737402676484847 -0.0031874540386371574 -0.0022239795779906901 -0.0033789086009725572 0.0039722081512082045 0.0041181727333263795 0.0034100056534063289 0.0031518583718233742 0.0034281983519734967 -0.0020455219387342052 0.0030349838226605692 0.0037750580484962985 -0.0018561998209718593 -0.00060677824830107326 -7.4832711852551207e-05 0.00070579664663105194 0.0016182617598984579 0.0034291473454153018 0.0020473453068334552 -0.0023381253778104868 -0.0020168412526120759 -0.0025603779039059106 0.0012693292588696404
leaf_weight=8.2502787038683874 9.237220346927641 144.91953837126493 106.76733776926994 4.3898695111274746 2.5451366305351248 4.9644358977675465 4.6360249295830718 2.9429915696382523 4.4500872790813437 3.3552203699946404 2.9394904598593703 8.7584964036941511 6.1721652895212165 9.4177293851971609 6.1763870492577508 4.3247259631752932 10.304406382143496 5.6508400961756724 3.4156465232372284 7.5806228592991944 5.8302399590611458 7.6012391522526723 4.5693921446800223 2.9056978523731249 2.540578842163085 2.9367405101656914 5.1409316733479482 6.4860641658306086 5.0532875210046759 4.1672265678644171
leaf_count=91 130 2153 517 20 11 55 34 17 40 36 22 41 28 43 28 27 125 34 16 72 39 45 20 21 12 32 73 53 52 23
internal_value=0 -0.00156456 0.0022346 0.00250807 -0.00224186 0.000628075 0.00293874 0.00031111 0.000724095 -0.00234122 0.00106921 0.00251687 0.00134449 0.000930228 0.00146412 0.000697738 -0.000589816 0.00107575 0.0030882 -0.000156905 0.00111161 0.00111878 0.00327605 -0.000841709 2.78937e-05 -0.00256228 -0.000743732 -0.000892184 -0.00129513 0.00338192
internal_weight=0 237.991 170.439 161.202 174.853 30.0451 131.157 63.138 54.8877 172.308 50.4376 13.1484 47.4981 41.326 33.3297 23.912 19.3105 9.00606 126.521 17.7356 10.155 11.0169 115.504 16.8968 11.9323 152.997 8.07767 9.39176 7.99628 110.935
internal_count=3910 2923 987 857 2464 202 655 459 368 2453 328 61 306 278 209 166 195 70 621 138 66 61 560 141 86 2258 105 74 69 540
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 4 0 151 4 4 0 1 14 47 4 4 2 4 2 4 38 12 3 49 16 0 12 14 0
split_gain=182.605 39.2485 29.8003 17.1726 17.6803 17.2035 11.8238 9.75223 9.16259 8.65431 8.18895 10.6066 11.4595 8.91553 8.8003 8.67684 10.3632 8.03019 6.7396 5.7144 6.85004 4.89692 4.32328 3.63208 3.28348 3.13985 2.57562 4.5755 10.448 2.22323
threshold=0.099595000000000017 0.080120000000000011 -0.40083499999999994 -1.0000000180025095e-35 0.11515000000000002 0.11603500000000001 0.39574000000000004 -0.060094999999999989 -0.40391999999999995 -0.17479499999999998 -0.48072499999999996 -0.010494999999999999 1.0000000180025095e-35 0.077685000000000018 0.078345000000000012 0.0057500000000000008 -0.0010999999999999996 0.10045500000000002 0.22584000000000001 0.10325000000000002 -0.49837999999999999 0.10657000000000001 0.097955000000000014 0.14320000000000002 0.14121000000000003 -0.008734999999999998 -0.11524 0.08708500000000001 0.073890000000000011 0.15480500000000005
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 8 7 23 -5 -10 -1 12 -12 14 15 16 25 18 22 20 -9 -4 -11 26 -6 -14 27 28 -3 -21
right_child=2 6 3 4 24 -7 -8 19 9 17 11 -13 13 -15 -16 -17 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020828328790639377 -0.0023036675363009114 0.0049211341622478538 0.0031624357111166863 -0.0029052277176830764 -0.0027811536367322587 -0.0018713582821618059 0.0036798802377306871 -0.0019630700085176496 -0.001387239002135219 0.001404906370178105 -0.0022223689155376025 0.0028981841380201494 0.0010857950784257007 -0.0029627315457757082 -0.00165213978808894 0.0039336261992038331 -0.0021411067803543153 0.0029744424865645962 0.0022702206693488089 -0.0023340102679798771 0.0023908635562025788 0.00086830487329105359 -0.0023218487425928549 0.00064102215326780393 0.00064359746066452788 0.0036489178855932604 -0.0024574980694207901 -0.0026383499222420248 -0.0026122784455433917 0.00059685163329564685
leaf_weight=7.4346274733543387 9.1105355657637102 1.8514123521745185 66.856832660734653 2.0115747153758994 6.1624997034668905 6.7595069184899321 2.0337771177291861 3.145512543618679 3.516250066459178 3.1491796374321011 9.4741431102156621 9.2791721150279027 7.3238027989864358 3.2817851454019538 5.119856283068656 7.3986591175198546 4.7503593266010347 46.83584626019001 11.21617194265127 7.6527191810309869 5.9005906283855456 5.7363061606883994 4.0283097177743912 2.316430151462554 2.1420597285032272 4.3111550956964502 127.6739041917026 5.3893043994903564 2.4008273594081402 1.818847708404064
leaf_count=71 139 22 337 10 60 61 9 36 22 22 109 45 45 30 44 34 42 233 60 110 34 27 31 11 17 20 2115 69 33 12
internal_value=0 -0.00141943 0.0018871 0.00212812 0.00140656 0.00176057 -0.002029 -0.00210242 0.00210753 0.0022542 0.00025331 0.000594274 8.11076e-05 0.000759158 0.00118175 0.00179178 0.000824651 0.0024505 0.00111638 -0.00047756 0.000876913 0.00298115 -0.000686706 -0.0023179 -0.00189778 0.00203552 -0.00236782 -0.00118025 0.000667747 -0.00177119
internal_weight=0 218.557 167.525 158.415 85.8214 77.5168 160.183 158.15 70.7573 68.7458 58.3736 50.9389 41.6598 32.1856 28.9038 23.784 16.3853 65.2295 18.3937 18.5177 9.0461 72.5931 7.17749 139.632 8.30456 11.635 137.315 9.64154 4.25224 9.47157
internal_count=3910 2891 1019 880 516 439 2451 2442 378 368 440 369 324 215 185 141 107 346 113 192 70 364 53 2250 77 65 2239 124 55 122
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 52 12 4 0 1 0 2 15 159 49 160 1 2 4 2 3 47 3 157 11 1 150 4 151 0
split_gain=218.207 45.6983 36.12 20.5845 12.7623 12.0477 11.9954 9.89455 12.9557 13.487 9.5812 7.91273 7.56598 6.7714 6.33284 6.03918 6.69625 6.00479 6.82613 5.68902 5.45363 5.39279 4.07788 4.05549 3.41053 3.64181 3.40286 2.76882 2.64382 2.45679
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.081905000000000019 0.39574000000000004 0.16064500000000001 -0.023959999999999995 -0.48072499999999996 -0.010494999999999999 0.085990000000000011 -0.060094999999999989 0.083385000000000015 0.05377500000000001 -0.094429999999999986 -0.029304999999999998 -1.0000000180025095e-35 0.13501500000000002 0.10325000000000002 -0.49837999999999999 0.092175000000000021 -0.075404999999999986 0.10976000000000001 0.14320000000000002 -0.020159999999999994 0.087830000000000005 0.11831500000000002 0.083855000000000013 0.08734500000000002 -0.0074049999999999993 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 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 27 5 10 12 21 -1 9 11 22 -9 24 -7 -14 -8 20 18 -12 23 -17 -5 29 -11 -4 -26 -21 -2 -25 -3
right_child=2 4 3 6 -6 13 15 8 -10 19 17 -13 14 -15 -16 16 -18 -19 -20 26 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0022856994721405463 -0.0027680286090965081 -0.0013487735010537588 0.0034466511055732093 0.00055380664256103368 0.0040013732741576184 0.001815659900285617 -0.0028500053024272604 0.0015362549948572002 0.0033989649083159775 0.0028362519630567387 -0.0020901523349518111 -0.0024904935723583923 0.0024845697366677006 -0.0027570635598260038 -0.0013529427621640821 0.0015027487629292744 0.0038491067335242797 -0.0019463825237047733 0.0024642772425210097 0.0012137114973787392 -0.0022058598338422241 0.003665767978282193 0.00087311327518151203 0.001109465342928064 0.00011986491846056626 0.0033041179581690438 0.0038885057984957903 0.00047963322595571159 -0.0015087773013981118 -0.0026287765259616585
leaf_weight=7.9154669046401969 9.3314293771982175 10.2297520712018 102.16005738824606 5.9940671622753134 2.0818895846605292 5.2621858790516853 5.5942978635430327 4.0356339067220715 9.524478077888487 2.8810798227787009 3.2198380380868912 13.416241742670534 8.4704659283161146 3.3819557353854162 4.0368021205067626 4.371733255684374 2.6621980518102637 10.113267272710798 5.9735117107629794 5.9592908993363363 5.9541714414954221 8.6476825624704343 2.2567741125822058 3.8915799036622039 4.2182619273662549 4.9781978726387024 6.1383999735116959 2.03242003917694 6.6273735761642483 139.95997909456491
leaf_count=71 128 124 485 27 9 36 62 28 45 13 36 146 41 20 25 28 12 122 34 29 51 40 11 23 20 23 28 21 57 2115
internal_value=0 -0.00154747 0.00216144 0.00245961 -0.0022039 0.00290457 0.000685008 0.000342105 0.000738497 0.000148513 -0.00227911 -0.00155933 0.00310541 2.66161e-05 0.00124599 -0.000659826 0.000283539 -0.000605691 0.000869154 0.00131745 -0.000635726 0.00239179 -0.00249104 0.000185806 0.00331426 0.00184355 0.00257091 -0.00218719 -0.000540135 -0.00254159
internal_weight=0 234.225 177.096 165.732 173.835 132.508 33.2242 60.3895 52.4741 42.9496 171.753 17.4519 123.864 8.64414 12.5073 18.5824 12.9881 19.3066 9.19335 25.4977 10.3259 14.6417 152.447 13.4 111.357 9.19646 12.0977 11.3638 10.519 150.19
internal_count=3910 2891 1019 870 2451 650 220 440 369 324 2442 174 594 56 66 153 91 192 70 150 79 67 2250 93 528 43 57 149 80 2239
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 52 47 3 49 52 376 13 1 14 132 376 148 15 13 49 150 13 3 4 47 157 0 2 3 0 11 1 2
split_gain=167.108 37.3377 27.3942 16.8267 10.6473 11.2593 10.2098 9.60706 8.95653 8.8715 7.57208 9.54943 9.20586 8.37607 5.93324 5.68211 6.46744 5.32193 7.8998 5.16773 4.94204 5.23829 4.34091 4.33806 3.53281 5.78 3.43986 3.427 3.46406 3.03176
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.081905000000000019 -0.097604999999999983 -0.047894999999999993 0.14114500000000005 0.081270000000000023 -0.17606499999999997 0.13702500000000004 0.077685000000000018 0.080815000000000012 0.048695000000000009 -0.027139999999999994 0.05377500000000001 -0.067699999999999996 -0.14750499999999997 0.083205000000000015 -0.10241499999999999 -0.016619999999999996 0.25367000000000006 0.12339500000000002 -0.08107499999999998 -0.055084999999999988 0.083945000000000006 0.076695000000000013 0.10302000000000001 0.087830000000000005 0.11831500000000002 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -3 14 9 -6 20 11 12 13 -1 27 -16 -17 18 -15 -8 -5 -22 -7 -24 25 -20 -25 -4 -29 -19
right_child=2 4 3 7 8 22 19 -9 -10 -11 -12 -13 -14 17 15 16 -18 29 24 -21 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0032610158524101576 -0.0021294522837190469 0.0026363161962577805 0.0032359196773690921 -0.0019384171729901261 0.00057618420099975036 0.0016549581054675173 -0.002327339328408542 0.0034842854160939273 -0.0026282458402461174 0.003070451064673697 -0.0031976908487524056 0.0035554422367454252 0.002447706340068646 0.0023474233782604633 0.0037786815521975666 0.0018937457586566096 -0.002779107341403882 -0.00022486230208493014 -0.0022089549357255842 0.0016444742812902053 0.0018695728802208351 -0.0024357959994457962 -0.0027731188425450964 0.0020438757516204453 -0.0024970207055800436 0.0029464014469318101 -0.001866815342989407 -0.0001686838609155946 0.0030857439209019768 0.0030390722881568004
leaf_weight=3.6866222918033591 10.072834603488444 5.3692257851362255 92.113356456160545 11.772526215761909 6.0504265278577796 2.509162347763783 3.6236828416585922 6.0333962738513938 119.29805053770542 4.6856662407517424 3.8622787855565539 6.0923453569412223 9.1749154701828939 3.3050269186496761 3.7450104951858512 4.6944670826196662 3.3512709215283385 4.8836995102465144 3.7067884728312519 5.3637842759489995 6.3002716526389104 2.6505329012870789 13.037895422428852 2.663986112922422 17.078001260757446 2.3433768600225449 3.3549066781997681 4.0994305014610273 4.5621902793645859 3.0534318760037422
leaf_count=18 149 40 483 108 34 23 33 30 2098 25 34 30 48 24 18 23 23 37 39 27 34 23 207 19 179 15 30 20 23 16
internal_value=0 -0.00149388 0.00197484 0.00224506 -0.00215863 -0.000693006 0.00267844 0.00056967 -0.00247357 -0.000122409 0.000276329 0.000527952 0.000137442 -0.000419525 0.00288885 0.00116428 -5.26259e-05 -0.000814307 -0.00136833 4.30673e-05 -0.000844334 0.000594657 -0.0015219 -0.00194019 -0.00189932 -0.000212159 -0.000135928 0.00309063 0.00154547 0.00103078
internal_weight=0 209.47 163.068 152.996 152.284 26.9352 121.553 31.4424 125.348 25.409 57.1865 53.3242 47.2319 38.0569 112.566 11.7907 8.04574 34.3703 26.4332 8.98747 20.7233 8.9508 21.566 19.0568 23.1282 6.05017 6.01889 100.775 8.66162 7.93713
internal_count=3910 2891 1019 870 2451 319 650 220 2132 190 440 406 376 328 590 64 46 310 257 60 165 57 279 256 233 54 49 526 43 53
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 50 12 0 15 43 1 447 120 160 1 43 2 4 47 48 1 0 3 151 48 0 1 47 0 15
split_gain=169.702 37.3634 27.7959 16.8466 11.4167 11.0586 9.67826 9.65858 7.91897 7.37209 7.26757 6.52538 6.55405 5.87758 5.88204 7.28927 5.52096 7.11335 5.29383 4.8289 3.7156 4.19662 3.56137 3.36602 3.19985 2.61449 4.52391 2.33825 2.30024 2.15268
threshold=0.099595000000000017 0.080120000000000011 -0.37613999999999997 0.081905000000000019 0.39574000000000004 0.11843500000000001 -0.023959999999999995 -0.060094999999999989 0.085950000000000013 -0.066289999999999988 0.12864500000000004 0.084630000000000011 0.086605000000000015 -1.0000000180025095e-35 0.13501500000000002 -0.07526999999999999 0.10325000000000002 -0.49837999999999999 0.10976000000000001 0.11904500000000003 0.086245000000000002 -0.053834999999999994 0.14320000000000002 -0.086769999999999986 0.099575000000000011 -0.11524 0.083370000000000014 0.13001000000000004 0.15480500000000005 -0.14097499999999996
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 8 18 22 19 20 -10 12 23 -8 15 -15 17 -9 -5 -4 21 -1 25 -11 -25 26 -3 -2 -18 -17
right_child=2 4 3 6 -6 -7 13 16 10 11 -12 -13 -14 14 -16 29 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017528182843355978 -0.0028280124666575212 -0.0024726851563216788 0.0032629173679752533 0.00031615618069483892 0.0040100246337896103 -0.0012658027345984898 -0.0029664058629708442 -0.0021952189041625977 -0.0012324754919650158 0.0014421430196240792 0.0027867007910352421 0.0031035403996682188 0.0036518946147592311 0.0031578510196195344 0.0038286083784024238 -0.00027869701186130242 -0.0025693105669351481 0.0026798696084436922 0.0036265364589280085 0.00047489716188860458 0.0026454184408524982 0.0019049554731646312 0.00069235407268315968 -0.0016173351583649103 0.0013957075638705199 -0.0026950435999418725 0.0014927551873885126 0.00089657252256283566 0.00076333769129341444 -0.0031916205483430954
leaf_weight=3.7839688658714294 8.2213793098926526 6.4470336921513063 101.00355531275272 5.6900160014629391 2.0153955519199362 4.5497223660349837 5.3988692276179817 3.1930889450013638 5.7694211304187757 3.3759677410125759 6.7365590780973434 3.3573559895157805 2.1989425942301741 2.6006410419940966 2.6056635826826087 3.0089030563831347 7.4393411353230459 5.8651601672172564 8.0692776292562467 4.4817662239074698 10.657183878123758 5.069608002901079 2.3218283653259268 25.824796304106716 2.6882109045982352 120.87713328003883 2.8729143254458904 1.3564200326800335 1.7712790891528127 4.1970244161784596
leaf_count=41 129 90 526 27 9 35 62 36 38 23 34 17 12 18 12 20 110 34 40 20 51 26 11 251 19 2115 34 17 12 41
internal_value=0 -0.00152683 0.00204391 0.00231391 -0.00220405 0.00275498 0.000601888 -0.00228711 0.00291002 0.000290061 0.000932522 -0.000392487 -0.000736814 -0.00067714 0.000318607 -0.000614022 -0.000495573 0.000961371 0.00225756 0.00314446 0.00160001 0.000341644 -0.00253409 -0.00103944 -0.00133327 -0.00259163 -0.00125032 -0.00230053 -0.00192841 -0.0019753
internal_weight=0 209.759 163.689 154.111 152.803 122.541 31.5704 150.788 117.991 56.956 12.506 37.4453 34.0879 17.8111 12.4122 9.80657 18.2689 9.05825 13.7593 105.485 19.5108 8.85358 132.519 31.889 28.513 130.197 9.31995 9.5778 9.21062 7.20593
internal_count=3910 2891 1019 873 2451 653 220 2442 618 440 72 322 305 153 91 79 192 70 67 546 118 67 2250 293 270 2239 124 146 122 61
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 4 0 4 0 1 14 47 4 4 4 160 2 4 38 48 2 16 0 3 49 16 0 12 14
split_gain=173.97 38.1696 28.4805 16.5697 17.303 16.8903 11.6928 9.71128 7.88751 10.4009 11.3033 8.24065 8.2786 8.50199 10.2255 7.68957 7.3508 5.65852 7.35123 4.63513 4.44395 5.1816 6.78277 4.77467 3.59817 3.39176 3.28578 2.62673 4.53467 10.4082
threshold=0.099595000000000017 0.080120000000000011 -0.40083499999999994 -1.0000000180025095e-35 0.11515000000000002 0.11603500000000001 0.39574000000000004 -0.060094999999999989 -0.48072499999999996 -0.010494999999999999 1.0000000180025095e-35 0.077685000000000018 0.078345000000000012 0.0057500000000000008 -0.0010999999999999996 -0.17479499999999998 -0.26821999999999996 0.10325000000000002 -0.49837999999999999 0.10657000000000001 0.11930500000000001 0.090695000000000012 -0.15168999999999996 -0.06402999999999999 0.14320000000000002 0.14121000000000003 -0.008734999999999998 -0.11524 0.08708500000000001 0.073890000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 19 5 15 7 24 -1 10 -10 12 13 14 26 -5 -17 18 -9 -4 21 22 -18 -24 27 -6 -12 28 29 -3
right_child=2 6 3 4 25 -7 -8 17 9 -11 11 -13 -14 -15 -16 16 20 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022408554961774892 -0.0025045558387927886 0.0053996750123087812 0.0034233741155379749 -0.0015302030866048569 -0.0030541410624691338 -0.0020613698471732603 0.0040311069271566123 -0.0021894785730687981 -0.0024286075757728449 0.0031427764100906619 0.0011235615848617187 -0.0031938805025434956 -0.001766028863148529 0.0042463600369813123 -0.0023510189747265433 -0.002093004990827018 0.0029830227992456121 -0.0019254664423432797 0.0027141001246678794 0.00096524669184688534 0.00071049901091126588 0.0033544370159840548 -0.0032453828999431137 0.0015049434987894693 0.00070019812750006668 0.0007944031297577325 0.0040109875858219957 -0.0026770774636762583 -0.0028778163641439264 -0.0028640854312928809
leaf_weight=7.2985469102859488 8.8381273448467237 1.8458206988871078 65.803407080471516 3.4085493907332411 6.1086193807423097 6.6418737880885592 2.0228319987654677 3.2248440198600292 9.326002858579157 9.324065297842024 7.181858323514466 3.108483623713254 5.0144224092364302 7.3515687137842169 4.7429557889699998 2.3015008047223082 8.9605292379856092 9.3085019588470441 5.8319010362029093 5.658365085721015 7.1494895666837683 42.274796545505524 2.6133257895708084 3.1932926923036566 2.3176629245281211 2.0867487005889416 4.2674991488456735 122.73979073390365 5.1836140267550945 2.3573144525289536
leaf_count=71 139 22 337 22 60 61 9 36 109 45 45 30 44 34 42 18 48 122 34 27 34 214 21 21 11 17 20 2115 69 33
internal_value=0 -0.00151989 0.00204688 0.00230441 0.00152491 0.00191026 -0.00219376 -0.00227616 0.000291038 0.000658294 9.31831e-05 0.000835861 0.00127449 0.00192206 0.000866792 0.00228763 0.00248334 -0.000498527 0.000968078 0.00322874 0.00264742 0.00289019 0.00156116 -0.000632988 -0.00251899 -0.0020742 0.00219979 -0.00257546 -0.00124667 0.000764972
internal_weight=0 212.448 165.039 156.2 84.7387 76.5434 154.832 152.809 57.6154 50.3169 40.9928 31.6668 28.5583 23.5439 16.1923 69.9015 66.4929 18.3652 9.05675 71.4618 64.1914 57.0419 14.7671 5.80662 134.444 8.19537 11.4494 132.127 9.38675 4.20314
internal_count=3910 2891 1019 880 516 439 2451 2442 440 369 324 215 185 141 107 378 356 192 70 364 338 304 90 42 2250 77 65 2239 124 55
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 4 12 2 13 4 47 3 3 475 3 14 484 376 43 150 12 52 13 11 475 38 4 1 483 49 52 1 48
split_gain=212.887 41.1513 32.7111 27.6087 19.4012 17.2082 16.23 17.1299 10.4607 9.74058 9.5164 8.92116 6.58915 7.16971 5.1977 4.3513 4.10393 3.9034 3.81193 5.6071 3.71188 3.55805 3.3932 2.83248 2.54121 2.38686 2.14746 5.91004 2.0161 1.88581
threshold=0.094485000000000013 0.085845000000000019 0.22584000000000001 0.080120000000000011 0.12918000000000002 -1.0000000180025095e-35 -0.16401499999999997 0.093315000000000023 -0.115685 0.10666500000000002 -0.071179999999999979 -0.15121499999999996 0.073890000000000011 -1.0000000180025095e-35 0.048695000000000009 -0.15969999999999998 0.083205000000000015 0.098355000000000012 -0.074484999999999982 0.0052200000000000015 0.077600000000000016 -0.085289999999999991 0.10386000000000002 0.004850000000000001 0.12864500000000004 0.085615000000000011 -0.081629999999999994 -0.044539999999999989 0.13084000000000004 -0.079424999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 10 28 22 -7 18 12 26 21 -12 13 -5 16 -15 -13 -4 19 -8 -17 -1 29 -18 -9 -20 27 -10 -3 -2
right_child=1 2 17 8 -6 6 7 24 9 -11 11 14 -14 15 -16 20 23 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097912839246849337 0.0022983985811638489 -0.0032042779003626583 0.00083606034234189335 -0.0037428805821625461 0.0042803390735310243 -0.002985062961353591 -0.0013318427758633265 -0.0032567821247139091 0.0034916112779330229 0.0014916550908945195 0.0029457804526401674 -0.0026232975054361627 -0.0035759802467921027 -0.0016202896714865879 0.0016445490972586151 0.0048323101575438151 -0.0014742073149539309 0.0038301675653377807 0.0045156060162725884 0.0040435548967168991 0.0002877438863577864 0.0049039426918061398 0.0018910635682515056 0.0029835919492324386 0.00088067798407164986 0.0018419445768842202 -0.0033193143436146661 -0.0034768051324158386 0.00040439731936686842 0.0045735613972874194
leaf_weight=4.9300275221467018 3.9793255776166907 25.446513056755073 6.1041524559259441 3.005838781595231 4.4705241769552222 6.1035431772470465 3.6933691278099996 4.8405545800924292 1.8292202204465864 4.7022922486066809 5.8994151502847663 20.732460178434856 5.3096156865358344 2.7237550690770149 5.0042541474103919 4.9307341128587723 3.5554541051387778 17.65504290163517 23.563613332808021 4.4657072946429253 3.0183439701795578 4.7001792415976507 5.6731456816196433 2.5496225282549858 2.2723879143595695 4.0806861966848365 130.69117121770978 4.1315652355551711 1.7218939885497082 81.99218262732029
leaf_count=34 18 318 33 32 22 53 21 39 24 23 26 222 69 30 29 29 28 86 109 23 21 22 26 15 17 20 2056 63 16 386
internal_value=0 0.00255513 0.000198909 -0.002134 -0.00195032 0.00348309 0.00193954 0.00263991 -0.00277359 -0.00307574 3.08796e-05 -0.000699865 -0.000524297 0.000660267 -0.0013753 0.00190035 -0.0019384 0.00306093 0.00354879 0.00161027 0.00310669 0.0028947 0.00430871 0.000387474 -0.00193498 0.00412094 -0.00323291 -0.00133837 -0.00297557 0.00446825
internal_weight=0 196.063 55.3981 207.714 31.6389 140.665 49.0199 42.9163 160.343 141.354 47.3714 37.7412 18.9883 13.6787 31.8418 10.6728 26.8375 23.7592 35.8034 8.15908 7.94908 9.63021 91.6447 6.10508 7.11294 27.6443 136.652 5.96079 27.1684 85.9715
internal_count=3910 1187 475 2723 356 712 282 229 2347 2166 376 320 181 112 294 80 265 119 173 44 50 56 430 43 56 129 2143 87 334 404
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 48 133 50 39 16 1348 52 12 150 40 38 457 15 52 1 2 8 376 2 38 49 132 12 13 42 43 1374
split_gain=199.693 70.0193 42.0836 30.8702 25.7178 14.7903 13.9915 7.34822 7.00599 6.83285 6.24291 5.83453 4.00059 6.94554 2.99267 4.85481 7.65335 2.39472 2.28445 2.72602 1.97471 3.76178 1.88224 1.82421 1.72109 17.4606 2.53826 2.70511 1.66556 1.02337
threshold=0.28937500000000005 1.0000000180025095e-35 0.24227500000000002 0.12933000000000003 -0.0023199999999999996 0.11901000000000002 0.13419 -0.10486499999999999 0.090260000000000021 0.14114500000000005 -0.095029999999999989 -1.0000000180025095e-35 0.0034800000000000005 1.0000000180025095e-35 0.081330000000000013 -0.073314999999999991 -0.077699999999999977 0.087480000000000016 -0.13811499999999996 0.091215000000000004 0.084680000000000019 0.095040000000000013 -1.0000000180025095e-35 0.0037600000000000003 0.080815000000000012 0.051320000000000005 -0.10939499999999998 0.083815000000000014 0.088185000000000013 0.093750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 -4 12 10 -6 -2 14 -14 22 16 -16 -18 19 -13 -12 -22 -1 -17 26 -26 27 28 -24 -28
right_child=3 4 7 -5 9 -7 -8 -9 -10 -11 20 18 13 -15 15 23 17 -19 -20 -21 21 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0014712497954280511 -0.00069495705869807641 -0.0035669847156655624 -0.001393186083482083 -0.0039041021854169015 -0.0010036166279215803 -0.00242982584627079 0.0010418263152924482 0.0026723921348901034 0.00015382659689201525 -0.0017789594845607365 0.0030566711088187938 0.00028299046585536475 0.0011519925467368146 -0.0033445641100595166 0.00077556728996437468 -0.0036290961660005155 -0.003839462296570618 -0.0014754291700012538 0.002821860729959312 0.0029322092746843788 -0.00026549680669033394 0.0030995939001499449 -0.00065921619129584116 -0.0018911332585350271 0.0016014452426107912 -0.0032747950730198875 -0.003330321327848077 -0.0032861407369285021 -0.0026371858851226889 -0.004257774259490677
leaf_weight=3.4755960404872885 3.4071353971958152 7.3923366516828528 3.8161812573671332 5.5986476689577094 3.5597917735576656 4.037027269601821 4.6947004050016394 8.4438289850950223 3.7249881923198691 3.2476105690002433 13.115745753049856 5.034107178449629 3.4089282602071744 5.0239023417234421 5.5604722052812567 17.873010322451595 5.59379595518112 4.6302241832017899 43.435022071003914 4.222387969493866 3.7079951763153067 4.17572882771492 5.42953969538212 4.4618994295597068 4.7459913343191138 50.924211531877518 503.17373830080032 11.898638188838957 4.6917540282011032 7.1335047185420981
leaf_count=17 19 34 20 24 19 18 27 59 20 17 86 32 21 23 27 85 25 21 303 30 23 27 24 23 26 253 2498 57 20 32
internal_value=0 -0.00287729 -0.00305584 0.00155685 0.000463952 0.00206526 -0.00314048 0.0014069 -0.00317107 0.00153556 0.00197386 0.00238874 -0.00319048 -0.00152685 -0.00321277 -0.00255243 -0.00152024 -0.00276885 0.00258814 0.00149144 0.00247859 0.00151687 -0.00325532 -0.0032819 -0.00326587 -0.00285909 -0.00330841 -0.00250014 -0.00157611 -0.00334329
internal_weight=0 693.904 658.705 65.7343 35.1992 60.1357 646.445 12.26 641.75 27.8069 24.5593 56.0987 638.025 8.43283 629.592 38.1194 15.7845 10.224 52.6915 9.2565 20.9995 7.88372 591.473 22.3349 587.997 55.6702 532.327 22.0199 10.1213 510.307
internal_count=3910 3484 3278 426 206 402 3199 79 3172 172 155 384 3152 44 3108 181 73 46 365 62 136 50 2927 108 2910 279 2631 101 44 2530
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 4 43 0 16 475 1 38 2 4 150 4 0 41 160 151 2 457 43 16 3 2 12 16
split_gain=169.949 30.6459 30.3582 18.0429 13.1784 13.7381 12.9591 12.1878 8.55968 6.67301 6.07538 7.30914 5.51117 4.28894 4.24672 5.3506 4.17916 4.55561 3.78997 3.66053 5.05755 3.08321 3.07332 3.06517 3.67921 2.48102 3.02886 2.3953 2.27294 2.22011
threshold=0.10113500000000002 0.080120000000000011 0.051320000000000005 0.13026000000000001 -1.0000000180025095e-35 0.091505000000000017 0.22584000000000001 0.39574000000000004 -0.066289999999999988 -0.060094999999999989 0.15100500000000003 -0.061639999999999993 0.086245000000000002 0.10657000000000001 0.10325000000000002 -0.49837999999999999 0.10980500000000001 -0.073574999999999988 -0.053834999999999994 0.081670000000000006 -1.0000000180025095e-35 -0.086769999999999986 0.12168500000000002 0.083995000000000014 -0.00084499999999999994 0.011450000000000002 0.12046500000000002 0.13606000000000004 0.091405000000000014 -0.54382499999999989
decision_type=2 2 2 2 2 2 2 2 2 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 6 13 22 28 9 12 23 11 -10 18 -2 15 -11 17 -13 -1 20 -8 -19 29 -3 -25 26 -7 -5 -4 -6
right_child=2 7 3 27 5 25 19 -9 10 14 -12 16 -14 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020518791938307413 0.0031470478068764103 -0.0026473360629871781 -0.00026706020063831202 0.0012098797299621763 0.0029553750148205017 0.0013036198950045132 -0.00060679664026102372 0.0034155140312361236 0.0022406848320273747 -0.0023136295812715814 -0.0027976824502862468 0.0007940035537148789 0.0022323241102178027 0.00075705987266335589 -0.0021387725837387472 0.0014795487358092157 0.0020475978571306516 0.00040288842768320792 0.0010955022662966808 -0.0011904752093648916 0.0031388318067768484 -0.0022093219115518225 0.0032113294979917197 -0.0021120842027912441 0.0014930518190688716 -0.0030939698824909855 -0.0019468469055831882 0.0033912555207658598 -0.0026545740679959143 0.0009400336811911528
leaf_weight=4.625479482114315 64.324845418334007 158.57737307995558 3.0138367041945484 5.9142884165048581 4.7534352242946651 3.3896726593375188 3.8336819410324088 2.3771086782217017 5.4821894541382781 3.786216713488102 9.1136999577283841 5.577660113573077 11.380713701248167 5.2763753384351721 11.48817879706621 6.6690775901079196 2.7286889851093283 3.498444393277178 5.36861799657345 4.0785439163446418 6.0134340748190871 18.202043242752548 9.7933408319950086 6.8802041411399841 2.5088169947266561 3.4419095367193222 4.1303782984614372 7.3096406608819962 18.397335469722748 14.020426504313948
leaf_count=41 363 2153 25 38 27 19 23 11 28 36 87 36 57 25 125 34 13 21 26 21 31 150 53 87 18 22 27 40 191 82
internal_value=0 -0.00180491 0.00155259 -0.00012364 0.00229848 0.00112337 -0.00107391 -0.00231913 -0.00030626 -0.00239091 -0.000941694 -0.00046507 0.0010197 0.00296587 -0.00106926 0.00010591 -0.000959406 -0.0012602 -0.000361172 0.000839708 0.00168058 -0.00178819 0.00205402 -0.00256357 -0.00114876 -0.00130191 -0.000481695 0.00241565 -0.00231851 0.00145031
internal_weight=0 258.265 157.691 48.5608 109.13 39.5292 35.3368 192.287 65.9775 189.91 44.6027 35.489 21.3748 69.6012 21.9435 10.4553 30.0068 27.2781 9.9941 13.9257 9.84712 21.7005 28.5672 167.966 9.38902 10.962 7.52005 13.2239 21.4112 18.7739
internal_count=3910 2923 987 369 618 230 291 2464 459 2453 335 248 124 388 195 70 220 207 67 75 54 171 162 2258 105 68 46 78 216 109
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 48 133 50 39 16 52 1348 12 47 40 38 3 376 2 457 15 52 38 1 52 49 484 13 11 3 12 132
split_gain=168.11 57.253 34.5189 28.6214 22.9358 13.2846 12.2358 7.00792 6.61704 6.26925 5.91352 5.60007 3.14225 6.72851 2.84201 2.08766 3.78201 1.9339 3.90636 6.55644 1.68507 1.60362 1.56729 1.37019 1.18814 2.09297 2.65481 3.85421 2.40973 2.2241
threshold=0.28937500000000005 1.0000000180025095e-35 0.24227500000000002 0.12933000000000003 -0.0023199999999999996 0.11901000000000002 0.13419 -0.10486499999999999 0.14114500000000005 0.090260000000000021 -0.095029999999999989 0.096475000000000019 0.0034800000000000005 0.085905000000000023 -0.5217799999999998 0.084680000000000019 0.095040000000000013 0.081330000000000013 -0.073314999999999991 -0.077699999999999977 -1.0000000180025095e-35 0.087480000000000016 0.13709500000000002 0.0047850000000000011 -0.0068949999999999992 -0.10241499999999999 0.077165000000000025 -0.080454999999999985 0.095000000000000015 0.080815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 -4 10 12 -6 22 14 -14 -1 -12 -17 20 19 -19 -16 -21 -2 -20 -22 26 27 -26 -29 -27
right_child=3 4 7 -5 8 -7 -8 -9 -10 -11 15 -13 13 -15 17 16 -18 18 23 21 24 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.00070820498082922907 0.0026438427355555839 -0.0034567979047771115 -0.0014828937614651269 -0.0037966061881876136 -0.0010864878920013937 -0.002309039398916368 0.0009511270908065865 0.002515649520606917 -0.0018821768304481973 0.0001349684521889605 0.0029235330384403055 0.0001154492676597773 0.00063321137876502656 -0.003722816234265076 -0.001427140480089302 -0.00046815561290479874 0.0029602775226877515 0.00058722101131004868 -0.0034847981632368753 -0.0036176705435420372 -0.0033524014182032785 -0.0016875717094364791 0.00089306799442123242 -0.001921985201291784 -0.00024458898540717427 -0.0031624090902747314 -0.0034513044532115543 -0.0035110820984147338 -0.0012971909582929122 -0.0025439196251416003
leaf_weight=2.889426387846469 41.775390110909939 7.2399224936962119 3.705211341381073 5.5068293362855902 3.4356731325387981 3.950250729918479 4.4217341393232337 7.594036437571047 3.1706277802586547 3.5392167419195166 11.922073341906076 6.2588699907064429 3.986458443105219 4.0728603154420853 3.351016327738761 3.5315999612212172 3.7895812094211578 5.0880419462919226 17.4431775957346 5.4008014202117902 103.87719449400902 4.4696133136749268 3.1220530420541754 3.8998631685972205 5.6038232594728496 391.33238220214844 9.2649407237768155 7.1587604284286517 4.5804508179426193 36.077676013112068
leaf_count=15 329 34 20 24 19 18 27 59 17 20 86 35 25 19 17 23 27 25 86 25 538 21 20 21 27 2040 45 35 20 193
internal_value=0 -0.0027629 -0.00292397 0.00138467 0.000292903 0.00190244 -0.00299964 0.00120446 0.00134312 -0.00302818 0.00179403 0.00222765 -0.00304658 -0.00156815 -0.00306643 0.00230831 0.00130647 -0.00307783 -0.00254465 -0.00161068 -0.00311232 -0.00274367 0.0025221 -0.00319924 -0.00312244 -0.00306982 -0.00242121 -0.00187092 -0.00264726 -0.0031102
internal_weight=0 660.846 627.757 60.6134 33.0895 55.1066 616.457 11.2992 25.8496 612.036 22.6789 51.1563 608.496 8.05932 600.437 19.2433 7.32118 597.548 36.3015 14.9585 561.246 9.87041 44.8974 21.343 557.895 454.018 26.608 17.343 11.7392 427.41
internal_count=3910 3484 3278 426 206 402 3199 79 172 3172 155 384 3152 44 3108 136 50 3093 178 71 2915 46 349 107 2898 2360 127 82 55 2233
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 4 9 150 157 475 1 3 3 376 46 3 4 15 3 49 2 11 484 484 2 2 160 48
split_gain=170.044 35.1019 26.4237 18.3715 16.2276 13.6294 12.0451 10.4253 8.61847 7.01213 6.67688 7.27407 6.61856 5.70939 5.58179 4.9019 4.86727 4.09522 3.92831 3.8229 3.76671 4.26765 3.15816 3.06434 2.79666 6.91771 2.76449 3.19252 2.54037 2.6096
threshold=0.10113500000000002 0.051320000000000005 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.091505000000000017 0.22584000000000001 0.39574000000000004 -0.016839999999999997 0.083205000000000015 -0.077044999999999988 -0.030974999999999999 0.085990000000000011 0.10666500000000002 -0.15121499999999996 0.048695000000000009 0.092020000000000005 0.0048550000000000008 0.5092350000000001 0.024640000000000006 -0.097604999999999983 -0.081274999999999986 0.13606000000000004 0.087830000000000005 0.073820000000000011 0.087420000000000012 0.11680500000000001 0.10836000000000003 -1.0000000180025095e-35 0.14226500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 16 19 -3 13 -1 10 11 -10 -11 20 -12 -16 -2 -14 23 26 21 -4 -5 -8 -23 -26 27 -6 -7 -30
right_child=1 3 7 22 5 28 18 -9 9 12 14 -13 17 -15 15 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0035562624505013499 0.003205612297911371 -0.002627992130159022 0.00058881393834224721 0.00085709369374896525 0.0023165430315125459 -0.0036627941314526969 0.00083103398934163803 0.0031966931288133203 0.0021777733280111686 -0.0026821382002579601 0.00062131145919955147 -0.0027716803416462507 0.0034401032312985171 9.7310035312709085e-05 -0.0026699777259217429 0.00032643995895427968 -9.8152459865351465e-05 0.00023926257073317989 0.0028627865732636596 -0.00081370796119770758 -0.0029220046575997396 -0.0027019686565520106 0.0035285775051387266 -0.0021852999433060391 0.001897124814945624 -0.0039321376943272255 0.0032508980759486071 -0.00047520513784323132 0.00047232700571389857 -0.0025848953602958242
leaf_weight=3.3157963752746573 62.838174566626549 24.584257632493973 4.3077332302927962 6.2888492196798307 9.541536629199987 3.2951959222555152 6.3887577950954419 2.2532768100500098 6.8009542599320412 3.433695174753665 5.6559138298034659 3.2679015249013883 5.1823949068784696 5.307144656777381 31.928108133375645 4.6493946611881247 3.4994462281465522 6.9641399383544922 3.8682292252778998 3.4984191283583632 184.19987728446722 25.486737892031673 6.89704330265522 4.1170560792088509 3.4586593806743613 2.6905702948570251 11.017761304974554 4.4720657840371123 4.8300171643495542 3.6392596215009689
leaf_count=17 370 216 27 38 55 21 33 11 35 24 25 24 28 23 248 22 18 36 21 18 2113 249 40 21 22 19 64 25 27 20
internal_value=0 0.00130593 -0.00218548 -0.000527272 0.00220239 0.000837682 -0.00146878 -0.00263877 -0.000735772 -0.000945421 -0.00142369 0.000571401 0.000660105 -0.0026971 -0.00189934 -0.0022891 0.00303133 0.00160492 0.000513856 0.00185593 -0.00276446 -0.00195712 0.00225445 -0.000351018 -0.00230379 -0.000653445 0.00222904 0.00142563 -0.00163164 -0.000841366
internal_weight=0 158.776 298.902 52.1442 106.632 40.2943 38.9583 227.704 71.1983 67.8825 52.3023 10.0689 15.5802 225.451 42.2334 36.5775 66.3376 12.1465 14.374 28.5298 220.144 35.9437 13.1859 10.5058 31.636 6.14923 25.0314 14.0136 11.7645 8.46928
internal_count=3910 987 2923 369 618 230 291 2464 459 442 354 59 88 2453 295 270 388 64 75 162 2430 317 78 54 290 41 144 80 68 47
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 9 150 4 150 157 475 3 3 0 38 3 0 1 2 4 0 4 3 4 1429 11 2
split_gain=148.987 31.3503 24.0915 18.3514 16.2431 11.7126 11.6331 9.56398 7.7084 6.15117 6.08017 8.61981 6.01435 6.49604 5.33117 5.19489 5.23034 5.0612 3.88739 4.11385 4.48937 3.72669 3.55701 3.26973 3.04983 3.81663 2.95037 2.69503 2.63976 2.27699
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.22584000000000001 0.091505000000000017 0.39574000000000004 -0.016839999999999997 0.083205000000000015 0.0057500000000000008 0.086420000000000011 -0.077044999999999988 -0.030974999999999999 0.10666500000000002 -0.013944999999999997 -0.066689999999999985 0.10657000000000001 -0.097604999999999983 -0.060094999999999989 0.081005000000000008 0.12168500000000002 0.5092350000000001 0.12500000000000003 0.27223000000000003 0.090325000000000003 0.41666000000000009 0.08425500000000001 0.087830000000000005 0.13606000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 17 -3 21 14 -1 12 11 -11 13 -10 18 16 -14 -2 19 27 23 24 28 -21 25 -6 -26 -4 -7 -5
right_child=1 3 7 29 6 22 -8 -9 9 10 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0037416742794338749 0.0034577427852341466 -0.0030068123324688951 -0.0031040654589114913 0.0011748685343020181 0.0015418401763466012 0.00076432846297221318 -0.0017641934625080974 0.0033779730229742569 0.0022259023828282848 0.0020782571563308636 0.0031998576528018022 -0.0035220295664804406 -0.0025770603503119183 -0.0029729858070322622 3.9888573153135997e-05 -0.0028384007202737122 0.00099371104529577276 0.00036465331541661909 -0.0031671635002186241 0.0020371069512179762 -0.0036245564862721251 0.0034010868736483605 0.0029847191422897467 -0.0017882089076800569 0.003398234111386868 -0.0027470089618695384 0.00034907773940306101 0.00064878636407783206 -0.0023242189777960979 0.0037633211246227605
leaf_weight=3.1586067676544181 57.735698878765106 22.857367515563965 21.09472975879908 5.7378726452589017 4.0189921632409158 6.3504247665405256 11.524896956980227 2.1803930252790442 6.6964770630002022 4.8349110558629018 5.3402494341135016 4.9684513956308365 6.6793837845325461 3.1511614099144918 5.3330346643924704 26.084096357226375 8.0834452062845177 5.1361534595489493 172.1232525408268 5.0757304653525335 3.1977436393499366 8.8704568445682508 3.6683752834796897 3.2793406471610069 6.2753030657768232 3.4276909232139587 5.1521571725606918 1.8562012016773213 4.0348542928695679 6.4203186333179474
leaf_count=17 366 213 229 36 22 33 68 11 35 28 28 32 52 24 23 204 39 25 2113 30 24 53 21 22 39 21 29 12 21 40
internal_value=0 0.00132166 -0.00234932 -0.000639909 0.00226401 -0.00168792 0.000757363 -0.00284371 -0.000814888 -0.00103349 0.000636387 -0.000760029 -0.00153232 0.000562302 -0.00290772 -0.00203731 -0.00062187 0.00320506 -0.00298379 -0.00206905 -0.000615845 0.0018048 0.000457176 0.000535682 0.00105457 -0.000432307 0.0020235 -0.00280055 -0.000435624 0.00254174
internal_weight=0 151.211 283.137 49.0692 102.141 36.911 39.2695 214.14 68.9968 65.8382 15.1436 9.80336 50.6946 9.84764 211.96 40.8469 14.7628 62.8719 206.627 34.5037 11.5528 27.7446 14.0537 8.35507 18.8741 7.44668 11.4275 22.9509 10.3853 12.1582
internal_count=3910 987 2923 364 623 288 232 2464 459 442 88 60 354 59 2453 295 91 391 2430 317 76 164 75 52 111 43 68 241 54 76
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 39 4 457 38 9 14 4 0 1 47 14 4 4 3 3 49 0 12 16 48 43 157 0 159
split_gain=130.359 27.5803 22.6821 16.3506 18.5691 13.0243 9.98536 8.42642 7.93969 7.93589 6.59662 6.38414 5.96556 7.46477 7.23906 8.21251 7.94566 7.17299 8.25562 5.11677 4.00567 4.01355 3.5933 3.50716 3.00395 5.20546 2.81271 2.72213 2.43329 2.2019
threshold=0.10113500000000002 -0.062539999999999984 0.080120000000000011 0.16699000000000003 0.28937500000000005 0.11930500000000001 0.16168500000000002 0.39574000000000004 0.081330000000000013 0.10657000000000001 -0.016839999999999997 -0.46879999999999994 -0.48072499999999996 -0.010494999999999999 1.0000000180025095e-35 0.077735000000000012 0.077685000000000018 0.0057500000000000008 -0.0010999999999999996 0.10666500000000002 -0.097604999999999983 -0.081274999999999986 -0.10462499999999998 -1.0000000180025095e-35 -0.27337499999999998 0.091085000000000013 -0.057994999999999998 -0.08107499999999998 -0.055084999999999988 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=2 9 10 4 6 11 8 19 22 -2 -1 -6 -12 14 -14 16 17 18 23 20 21 -4 24 -16 -3 -26 -15 -23 -29 -30
right_child=1 3 7 -5 5 -7 -8 -9 -10 -11 12 -13 13 26 15 -17 -18 -19 -20 -21 -22 27 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0030893972484975006 0.0030311100203143262 -0.0025647926154118766 0.00064677021586038259 0.0027940161151931678 -0.0012807108501940976 -0.0026148805142589592 0.0032865485950866655 0.0027561346558668295 0.0014685081532327673 -0.00018522082704722139 -0.0027695097676274285 0.0025147823446135757 -0.0026486787783257023 0.0033440406394064062 0.0029881063971938246 -0.0029027728587333428 -0.0034055337831421025 0.0031776406636147467 -0.0026154999451110405 3.1094042489478581e-05 -0.0027085954290041458 0.00015422683177190286 -0.0023736685850357878 0.00010233083999021428 0.0023163122317169695 -0.0022234401753674533 0.00031216980713477443 -0.0028765908120631954 -8.4072166585806406e-05 -0.0030061624690547201
leaf_weight=2.9916687160730353 43.631921872496605 3.476677879691124 4.2024433910846701 14.50551590323448 3.3919845148921075 4.7317345291376105 3.098693683743476 2.08860059082508 5.2713323682546607 5.8187901303172103 9.1854380890727025 23.611007273197174 11.991781786084173 3.9133230000734329 4.5279173403978428 6.5918154940009108 3.3706161826848975 6.4154841452836981 5.5872745960950949 5.334558591246604 157.67687014490366 3.282209828495982 29.33042731881142 7.4658114761114023 3.9696308895945496 2.9440399706363678 4.2958021536469442 17.632065206766132 4.8652422502636901 2.6745939627289772
leaf_count=17 293 18 27 96 20 27 19 11 29 29 76 149 109 20 23 50 25 32 42 23 2113 25 265 43 22 20 22 214 35 16
internal_value=0 0.00108776 -0.00197348 0.000267404 -0.00019172 0.00134425 -0.0012053 -0.00241259 -0.00151466 0.00265265 -0.000664465 0.00203801 -0.000841752 -0.000514807 -0.000920752 -0.000310576 0.000313797 0.000836225 -1.81807e-05 -0.00246776 -0.0025378 -0.00171314 -0.00191055 0.00119178 -0.000603247 0.000383155 0.00175747 -0.00206168 -0.00235062 -0.00112062
internal_weight=0 143.782 264.094 94.331 79.8255 31.7347 48.0908 197.757 44.9921 49.4507 66.3369 27.003 63.3453 54.1598 45.9507 33.9589 27.3671 23.9965 17.581 195.668 190.333 32.6566 39.7208 11.9937 10.3903 6.91367 8.20913 28.4541 25.1719 7.53984
internal_count=3910 987 2923 665 569 196 373 2464 354 322 459 169 442 366 324 215 165 140 108 2453 2430 317 325 66 60 42 42 290 265 51
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 4 52 4 49 51 474 1 3 3 47 13 150 16 52 52 4 3 49 13 1 4 484 484 0 47
split_gain=156.424 30.9079 26.5925 22.5067 12.8911 11.3832 12.686 9.73572 9.37809 7.49111 8.03317 6.50356 5.88476 5.80874 5.5572 5.53166 5.09626 5.05822 4.69357 4.45281 4.81479 4.05474 4.038 3.40857 3.66591 3.07967 2.99047 7.00067 2.60382 2.20105
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 -0.29526499999999994 0.27223000000000003 -0.044539999999999989 0.39574000000000004 0.093425000000000022 -0.10145999999999998 0.084655000000000022 0.092550000000000007 -0.15121499999999996 0.10666500000000002 0.11518500000000002 -0.089899999999999994 1.0000000180025095e-35 -0.15168999999999996 0.11262000000000001 1.0000000180025095e-35 0.22584000000000001 -0.097604999999999983 -0.081274999999999986 -1.0000000180025095e-35 0.11684000000000001 -0.17479499999999998 0.073820000000000011 0.087420000000000012 -0.23029999999999998 0.11452000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 17 -5 6 14 13 18 -1 11 12 -11 21 23 -13 -17 -3 19 20 -8 22 -4 -6 -25 -14 -24 -28 -27 -7
right_child=1 3 7 4 5 29 8 -9 -10 10 -12 15 25 -15 -16 16 -18 -19 -20 -21 -22 -23 26 24 -26 28 27 -29 -30 -31
leaf_value=-0.0027223705706261509 -0.0026091285687121313 0.0013007136167518028 0.00058265926353647099 -0.0022313735849499509 0.0033068901601089533 0.0031263034636537165 -0.0025610307679755119 0.0029580556621227943 0.0034444323174868336 0.0012211214299343751 0.0022340183821537274 0.0035091887140648189 0.00019390430565821936 0.0001824205769637716 -0.0012705855259055542 -0.0017352302321490666 0.0017720849525907835 -0.0021244910337913717 -0.0030175300977802483 0.002239601721513395 0.00087091060207505617 -0.002798361964565968 -0.0025617149020897637 -0.00024376198708248061 0.0030439974789964689 -0.00051118398509227166 0.0020613299201124968 -0.0037468201908811179 -0.0026063882197998448 0.00095067584735778453
leaf_weight=9.9026840627193433 13.0701892003417 4.0005114600062397 4.3434722274541846 4.7862776070833197 21.910764366388321 57.095019176602364 6.0531599596142822 2.2615112066268912 4.4217095747590056 5.5540849715471223 7.9674291759729376 3.9185148775577536 4.7428067773580542 5.2682876437902442 2.6288492977619162 6.3075813353061658 5.3646321594715118 12.271597921848295 5.0480944365262976 4.2164436504244796 5.4234754741191864 169.81158641725779 24.009732536971573 4.720206633210184 4.7727781385183334 5.3416316956281653 3.343537561595439 2.5670677125453949 18.613900467753421 3.4505862444639197
leaf_count=91 136 23 27 27 134 343 36 11 25 25 40 21 28 23 22 40 29 92 27 24 27 2113 249 24 27 35 22 19 150 20
internal_value=0 0.00128215 -0.00203938 0.00164337 0.00202568 0.00219584 0.00137098 -0.0025011 -5.31859e-05 -0.000596498 -0.000232346 -0.000626595 -0.00127126 -0.00256007 0.00242397 0.000789718 -0.000123243 -0.0012824 -0.000798826 -8.51211e-05 -0.00093921 -0.00263087 -0.00180078 0.00273325 0.00140922 -0.00175362 -0.00214678 -0.00046124 -0.0021392 0.00300231
internal_weight=0 153.87 279.318 140.799 124.527 119.741 59.1955 211.605 25.1629 67.7133 57.8106 49.8432 34.2524 209.344 34.0326 15.5907 11.6722 16.2721 20.7412 15.6931 11.4766 204.075 34.2638 31.4037 9.49298 28.6983 29.9203 5.91061 23.9555 60.5456
internal_count=3910 987 2923 851 736 709 346 2464 139 459 368 328 238 2453 207 90 69 115 114 87 63 2430 317 185 51 213 290 41 185 363
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 39 43 4 15 1 1 3 447 40 484 15 48 3 0 11 16 4 50 3 457 3 48 43 160 4
split_gain=199.944 39.6456 33.4126 26.9377 16.4061 12.4257 10.3943 10.0577 9.7771 7.24719 7.16265 6.95326 5.90988 5.62204 4.91671 4.66363 4.51591 4.41793 4.90415 5.21532 3.65008 6.63312 3.95492 3.71214 4.28802 2.92897 2.86853 2.63034 3.44255 2.5186
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 0.083670000000000008 0.26391000000000003 0.019850000000000003 -0.066289999999999988 0.39574000000000004 0.05377500000000001 0.086245000000000002 0.13702500000000004 0.10666500000000002 0.084630000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.038029999999999987 0.11280000000000003 -0.097604999999999983 -0.060094999999999989 1.0000000180025095e-35 0.15100500000000003 -0.073574999999999988 0.083215000000000011 0.090325000000000003 0.082870000000000013 -0.040669999999999991 0.11714000000000001 -0.07526999999999999 -1.0000000180025095e-35 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 8 10 9 11 14 15 27 17 20 -10 -3 -1 -7 18 -4 -20 21 22 -8 -23 -25 -6 -16 28 -5 -15
right_child=1 3 7 5 25 16 12 -9 13 -11 -12 -13 -14 29 26 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029933538561743769 -0.0026323164444497535 0.00026639453114473061 -0.0024576148144664716 -0.0024456798692489828 -0.0026323290304713248 0.00044647225273349744 0.0025319702543497185 0.0029284318099024754 0.0030438390905289728 0.0024441357064600273 0.0021010940405099404 0.00045285643792747766 0.0019399811922730815 -0.0022751514935812653 0.0032588407074165635 0.00069346574041253086 0.003720567563360849 -0.002771426293865265 0.00091349193745181268 -0.0026117402642252736 -0.0028416648070528554 -0.0022957392133539783 -0.0012419715103597568 -0.0019218412784534498 0.0017162189186207156 0.00067037260241159177 0.0010977271685849855 -0.0025354872973982639 0.0013222202136860817 0.0006317125693398553
leaf_weight=3.4632780775427818 13.911739058792589 4.1319975703954688 23.678638756275177 3.1772060543298721 4.2364540472626686 5.5323077887296659 4.9104687124490694 2.2997057288885108 4.1641698181629172 11.793052718043326 3.7273660004138938 5.1395689398050299 3.9509181007742873 3.6411028504371634 91.862362533807755 6.999201141297819 5.8558710366487503 179.72110805660486 7.4860063642263395 4.5602522045373917 9.1151817068457586 17.843784287571914 3.0334863737225533 4.7129855677485448 4.0831175744533539 3.1700740605592719 4.3436063677072516 12.523081243038179 3.378711789846423 4.500651776790618
leaf_count=32 136 20 241 28 30 26 25 11 21 57 20 23 22 22 490 35 29 2113 43 33 80 135 21 32 20 15 20 89 19 22
internal_value=0 0.0015691 -0.00198627 0.00194804 0.00252761 -8.67509e-05 -0.000418794 -0.0024779 0.00277394 0.00104741 -0.00119368 -0.00253426 -0.0011036 0.000587857 0.00304206 -0.000526941 0.00213003 -0.00260552 -0.00177089 -0.000421026 -0.00137878 -0.000993213 0.00109085 -0.00161468 -0.000233068 -0.00121874 0.00316127 -0.00183737 -0.000503824 -0.000668276
internal_weight=0 168.157 292.791 154.245 120.05 34.1945 69.9055 222.885 112.644 22.2555 22.8064 220.586 47.6499 12.3059 100.338 10.4625 11.3882 215.446 35.7249 12.0463 43.699 34.5838 7.94396 26.6399 8.7961 7.40653 96.206 19.079 6.55592 8.14175
internal_count=3910 987 2923 851 640 211 459 2464 595 124 156 2453 335 65 530 67 55 2430 317 76 313 233 46 187 52 45 510 136 47 44
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 376 4 1 15 15 147 3 376 48 0 484 49 3 1 51 474 42 52 43 16 457 15 43 160 148
split_gain=131.783 26.2582 24.0304 20.3355 12.9811 8.8067 7.96899 7.54783 6.90133 6.44577 7.31233 6.42326 7.76085 5.56365 5.52022 5.05206 4.84136 4.00831 3.62481 3.60878 6.57984 3.48516 4.91498 4.74664 2.93551 2.79687 3.29182 2.76367 3.56288 2.65081
threshold=0.10113500000000002 -0.37613999999999997 0.080120000000000011 0.083670000000000008 0.14114500000000005 0.081270000000000023 0.39574000000000004 0.13702500000000004 0.05377500000000001 0.079360000000000014 0.088035000000000016 -0.15002999999999997 0.048695000000000009 0.12675000000000003 -0.060094999999999989 -1.0000000180025095e-35 -0.14750499999999997 -0.016619999999999996 0.092550000000000007 -0.097124999999999989 0.084655000000000022 0.092635000000000009 -0.24456499999999998 -0.084699999999999984 -0.53257999999999994 0.083995000000000014 -0.059484999999999989 -0.07526999999999999 -1.0000000180025095e-35 -0.080629999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 8 7 14 24 13 10 11 -1 19 15 25 -3 -10 -6 -14 -13 -21 22 -16 -24 -5 -4 -27 28 -26 -17
right_child=1 3 6 5 17 -7 -8 -9 16 -11 -12 12 18 -15 21 29 -18 -19 -20 20 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0027379505819062119 -0.0035241985438455789 -0.00058350341761028899 -0.0037922233785456245 0.00045492098397727145 -0.003679065464347475 0.0040940695875698215 0.0037494677725683039 0.0033122953634735618 0.0028569504573694405 -0.0044974222234160834 0.0049915671795436323 -0.0041639984727514876 -0.00028118141645720393 -0.0011870996359771404 -0.0042861023061628901 0.0010425948814957653 -0.0020672130836812629 0.0011018777054650495 0.004056912849418148 -0.0019799274369323998 0.0032577735132738425 -0.0040609044590617796 0.0034519907647056606 -0.0013465975877739987 -0.003724655550129539 0.00089571158968329589 -0.0034768704313449693 -0.0039751461184110238 0.0014794003521757682 0.0042613209368743245
leaf_weight=6.3330881744623175 11.966409668326376 3.2078469246625891 156.33754448592663 4.722596198320395 4.4451739564538002 4.8416566848754874 2.0847881138324729 4.0656158477067939 5.8455565124750137 5.7057705149054518 3.1573410183191291 7.7291150763630858 5.876623183488844 2.9738493561744681 4.1735105291008994 3.5987648814916602 4.923581048846243 4.9734189957380277 4.5933258980512619 27.686009638011459 3.6314847469329825 6.3034146204590789 4.2189917713403737 7.9744369164109195 3.3869879394769669 3.7871456146240234 5.8866471424698812 10.583801843225949 3.6678911522030946 70.843260675668716
leaf_count=29 136 17 2153 27 34 29 11 24 31 47 17 82 31 13 42 23 29 26 26 209 18 77 25 51 30 32 73 80 21 467
internal_value=0 0.00166535 -0.00271073 0.00213552 0.00293503 -0.000442113 -0.00336424 -0.00127318 0.00335648 -0.000784218 -0.000425164 -0.000731388 -0.00117511 0.00372391 -0.00344285 0.003912 0.000605654 -0.00115452 0.00162201 -0.00192513 -0.00137258 -0.00174943 -0.000859203 0.00031374 -0.00210689 -0.0036741 -0.00176507 -0.0027928 -0.00101902 0.00410572
internal_weight=0 144.046 255.479 132.08 100.811 31.2685 190.766 26.4269 91.3929 64.7128 59.007 55.8496 49.5166 80.6237 188.682 77.6499 10.7691 9.41859 10.4699 39.0466 31.3175 22.6704 16.3669 12.1934 22.3613 166.011 9.67379 17.6387 7.05488 74.442
internal_count=3910 987 2923 851 640 211 2464 182 580 459 412 395 366 520 2453 507 60 60 57 309 227 195 118 76 158 2258 105 131 51 490
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 12 2 16 48 40 2 4 47 15 147 132 376 3 160 3 150 0 1 1429 3 0 15 1 13 4 12 15 51
split_gain=115.054 23.9703 22.4239 15.2642 12.5561 11.1665 7.20161 7.08153 7.02285 5.80475 5.79279 6.34412 5.68638 6.54074 5.67332 5.26052 4.47616 3.86906 3.63607 3.96907 3.50463 3.46197 4.04411 5.92055 3.96926 3.34483 3.01665 2.99792 2.57518 2.17155
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.11635500000000001 -0.082054999999999975 0.12370000000000002 0.24551000000000003 0.15305000000000002 0.39574000000000004 0.09585500000000001 0.079360000000000014 0.088035000000000016 0.082150000000000015 0.048695000000000009 0.10666500000000002 -1.0000000180025095e-35 -0.097604999999999983 0.082085000000000019 -0.060094999999999989 0.081005000000000008 0.084665000000000004 -0.10942499999999998 -0.10071499999999999 -0.008624999999999999 0.085990000000000011 -0.028919999999999998 0.074650000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10680500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 9 29 -2 26 14 15 11 12 13 21 16 -3 18 27 20 25 -4 -1 23 24 -23 -20 -7 -6 -15 -5
right_child=1 3 8 5 17 7 -8 -9 -10 -11 -12 -13 -14 28 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007744381518360585 0.0029745489146209988 -0.0012689274022267825 -0.0026215268267052636 0.0028911410415470677 0.00070981036609373211 -2.3112070642252646e-05 -0.0014568217881227986 0.0029363901348487078 0.0025382914123522051 -0.0013195955129240531 -0.0031684954616255099 0.0034684682157009178 0.0022759450004711059 0.00013233839929018785 0.00028572970159315171 0.0024389699665845819 -0.002702892969862787 0.00085639355392314606 -0.0014859458742386175 -0.0030996795838035053 0.0014943127713951607 -0.0029937775913902735 -0.0025664790111752512 0.0023395375950297573 -0.00036461001758302783 0.0018844964879172255 -0.0032249626089243025 -0.0022161544364188331 0.0029633272472772707 0.00048357697776056034
leaf_weight=5.2430780529975882 42.330698564648628 3.2648586034774842 17.540680177509792 22.926226250827316 2.6770951375365319 3.6965999752283079 2.6944922506809226 2.9969234094023696 1.9957513660192479 5.7466156482696524 5.259127549827098 2.9484852105379096 4.6872606351971617 5.7600866332650185 5.193317398428916 13.876101180911062 138.85626132041216 3.9172821417450896 3.4460247680544844 2.8202477246522895 1.555809050798415 6.5824632719159117 14.656212039291864 3.5297471433877936 9.9801202788948995 4.9631928652524939 4.5153185054659843 25.072504088282585 3.610846281051634 2.9171191453933707
leaf_count=25 294 20 230 163 14 25 15 17 11 35 47 17 26 35 23 87 2113 24 23 24 11 68 146 18 60 29 31 245 17 17
internal_value=0 0.00113915 -0.00188527 0.000367379 -0.000516773 0.00166917 0.00270936 -0.000521645 -0.00236394 0.000966346 -0.000529225 -0.000285704 -0.000490499 -0.000753189 -0.00242005 0.00173272 -0.00250311 -0.00158871 -0.00158834 -0.000401564 -0.00228621 -0.0012163 -0.00151667 -0.000750899 -0.00140952 0.000503318 -0.00178365 -0.00193388 0.00122319 0.00261938
internal_weight=0 136.632 238.629 91.6066 54.5545 37.0522 45.0252 11.2088 176.371 22.8876 62.2574 56.9983 54.0498 49.3626 174.376 17.141 169.182 31.6669 30.326 11.2295 19.0965 39.9916 34.7485 20.0923 16.5626 8.40922 8.21192 27.7496 9.37093 25.8433
internal_count=3910 987 2923 678 425 253 309 73 2464 142 459 412 395 369 2453 107 2430 283 317 76 241 317 292 146 128 52 56 259 52 180
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 43 1 0 16 475 38 2 3 2 4 15 4 457 43 16 3 150 15 16 3 52 2
split_gain=148.64 29.5735 25.5328 18.4896 15.2374 13.1477 10.9891 9.14244 7.55112 5.94107 5.55351 5.14882 6.73854 4.55809 3.70745 3.70471 3.62763 5.36224 3.48904 3.35755 2.78175 3.50615 2.71063 5.46458 2.69203 2.69042 2.4487 2.73203 2.15755 2.12162
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.22584000000000001 0.091505000000000017 0.39574000000000004 -0.066289999999999988 0.086245000000000002 -0.060094999999999989 0.15100500000000003 -0.061639999999999993 0.10657000000000001 0.12168500000000002 -0.023079999999999996 0.10325000000000002 -0.49837999999999999 -0.038029999999999987 0.5092350000000001 0.083995000000000014 -0.00084499999999999994 -0.54382499999999989 0.090325000000000003 0.090145000000000017 -0.11739999999999999 0.011450000000000002 0.12046500000000002 -0.0093349999999999978 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 13 -3 14 10 9 18 20 12 -10 -2 22 -14 17 -12 -1 25 -4 -22 -6 -24 -17 -7 27 -8 -11 -25
right_child=1 3 7 -5 6 19 26 -9 11 28 16 -13 15 -15 -16 24 -18 -19 -20 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033540525165310919 0.0034244169092684591 -0.0029423385969295068 -0.0030814280770071149 0.0026656032548626296 0.0031474057707107624 -0.0020179026256353597 0.0012691658077895968 0.0032250077870173985 0.0022141810968160638 0.0033488874439512235 -0.002840531207195433 -0.0032559929824596107 0.00092070018420757811 0.00053529797564291987 0.0034000564313841084 -0.0022772731569602103 -0.0025777311319131568 0.001341869904512267 0.00036102418226804798 0.0030689452615677744 -0.0025282786818204938 0.0014145862830893126 0.0024454426937353837 0.0003150689160429167 9.2761962405241087e-05 0.0010746418132152238 -0.0036282546603852548 -0.0022785691473668551 0.00062515365985833034 -0.0027352918621082983
leaf_weight=3.1789322197437286 58.355636477470398 22.227984063327312 167.91625168919563 12.024617835879324 4.329682111740115 4.0884526222944251 3.4306840449571592 2.1878516525030127 5.3834553882479659 6.7335479259490967 4.2922750934958458 9.442029803991316 5.1796241849660865 5.1302469670772544 8.952321529388426 20.654490664601333 12.19137980788946 6.9069730192422885 6.9683844447135943 3.7752975374460211 7.3830594643950462 2.6454466581344587 6.7282664775848406 4.0721124708652496 5.1757890507578841 5.9861833006143561 3.5481418967247009 4.1322149038314819 4.0053166598081571 3.8126285895705223
leaf_count=32 366 213 2153 76 27 21 19 11 28 36 36 87 30 25 53 162 125 34 35 21 87 18 38 26 28 33 22 27 21 20
internal_value=0 0.00141067 -0.00223258 -0.000490209 0.0023028 -0.00154203 0.000857267 -0.00274976 -0.000655004 0.000809496 -0.00281469 -0.00132234 -0.000820671 0.00319095 0.00184168 -0.00134753 -0.00146854 -0.000261096 -0.000802828 0.000705352 -0.00299164 -0.00148818 0.00110519 0.000500098 -0.00180237 -0.000180363 -0.00161416 -0.000669245 0.00233301 -0.00115992
internal_weight=0 150.594 270.245 48.1025 102.492 36.0779 39.0061 203.523 66.7216 20.8862 201.335 45.8354 36.3934 63.4859 27.895 31.0099 23.3906 11.1992 10.1473 13.8499 177.945 10.0285 18.9427 14.613 25.8303 10.0746 11.111 7.5629 10.7389 7.88474
internal_count=3910 987 2923 364 623 288 232 2464 459 124 2453 335 248 391 164 220 195 70 67 75 2258 105 111 84 190 54 68 46 57 46
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 160 4 38 13 1 3 13 49 160 15 1 0 4 4 158 48 15 50 42 16 52 3 3 160
split_gain=107.524 24.0279 21.1757 14.6154 13.9406 15.0022 7.11876 10.5781 7.0793 6.72261 5.57635 5.18404 5.71133 5.04204 5.44747 4.91106 4.65838 4.50677 4.14887 6.73144 4.04932 5.31292 4.19414 3.67018 3.70633 3.42368 2.77539 2.67464 2.16907 3.718
threshold=0.099595000000000017 -0.071274999999999991 0.080120000000000011 -0.37613999999999997 0.091930000000000012 0.11551000000000002 -0.079234999999999986 0.62104500000000018 0.10657000000000001 -0.10241499999999999 0.085990000000000011 -0.016619999999999996 -0.089899999999999994 -0.081629999999999994 0.084100000000000022 -0.038029999999999987 0.13702500000000004 -0.098179999999999976 -0.48072499999999996 -0.17479499999999998 0.087070000000000022 0.12862000000000004 0.086870000000000017 0.041865000000000006 0.083970000000000017 -0.014099999999999998 -0.066329999999999986 -0.096724999999999992 -0.12008499999999998 -0.081669999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 10 -3 5 6 7 -5 -2 23 15 -12 -13 14 -11 -1 27 26 -17 -20 21 22 -8 24 -4 -21 -14 -6 29 -15
right_child=1 3 9 4 16 -7 20 -9 -10 13 11 12 17 28 -16 18 -18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033035901572182297 0.0036647726347393489 -0.0029615504104045245 0.0010408572381504057 -0.0025044285324649094 0.00031573014510058461 -0.0039483448683559777 0.0035703052356351431 0.0038116031336508345 -9.5152136574403194e-05 -0.0024117019271080687 0.0029392501109799709 0.0030542904653163279 -0.0016057714367002001 0.00068335902125370065 0.003029172821588046 -0.0030152803571153667 0.0017583514707158728 -0.0031710917833467278 0.0040034303532685079 -0.0029042880501139157 -0.00088932026351785215 2.5654055257489358e-05 0.00028244340958713554 -0.0036472728161715162 -0.0024226491119152351 0.0009403877586791694 0.0012724422266079788 -0.0029586655986698056 -0.0032797686882261251 -0.0032177261461234573
leaf_weight=10.670520871877672 38.601785458624363 11.408149212598799 8.6661321297287959 7.3613683730363828 3.0910052359104165 4.5624493062496176 33.548635594546795 4.0662202909588814 5.6736290380358687 5.6161446757614595 5.9919663220644024 4.0920295268297258 5.8723935112357202 3.8088021576404572 2.6876205690205097 5.0606639534235027 3.4319218397140494 6.4985038489103237 3.5796245783567455 4.8171320483088511 3.2287302166223517 6.0621636360883704 4.3268623054027548 3.8902165330946437 4.7111859470605841 4.3577061519026685 7.5826816335320464 12.152007453143597 131.42340767383575 6.5867431312799436
leaf_count=117 285 144 53 44 18 35 230 29 29 67 34 24 36 29 28 40 20 62 17 40 18 32 25 46 55 25 45 110 2100 73
internal_value=0 0.00127645 -0.0022485 0.000371138 0.000835749 0.00154115 0.0019686 -0.000257027 0.00318296 -0.00281746 -0.000621128 0.000323647 -0.000328139 -0.00303107 -0.000650693 -0.00161738 -0.00154985 -0.0010218 -0.000607402 0.000347986 0.00250783 0.00275746 0.0031947 -0.000960301 -0.000178911 -0.00107821 1.62617e-05 -0.00229468 -0.00317045 -0.00178842
internal_weight=0 137.515 225.913 93.2395 81.8314 63.1564 58.594 11.4276 44.2754 167.39 58.5232 30.0376 24.0456 150.123 8.30377 28.4856 18.6749 19.9536 17.8151 12.7545 47.1664 43.9377 37.8755 17.2675 13.3773 9.17484 13.4551 15.243 141.819 10.3955
internal_count=3910 1019 2891 705 561 413 378 73 314 2451 440 201 167 2297 95 239 148 143 122 82 305 287 255 154 108 65 81 128 2202 102
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 12 12 2 16 48 1 40 3 0 4 2 47 13 160 1 150 4 12 51 15 15 4 4 0 0 13 4 51 0
split_gain=93.8624 21.2107 19.6745 13.0414 10.4165 9.02369 7.36303 6.93789 6.04817 5.91755 7.36517 5.88048 4.85864 4.81949 4.01802 3.95219 3.8847 3.86571 3.8648 3.99487 3.82338 4.90085 5.78071 3.39281 3.52237 3.34106 3.26946 3.20381 3.0513 6.44321
threshold=0.099595000000000017 -0.071274999999999991 0.083325000000000024 0.11680500000000001 -0.082054999999999975 0.12370000000000002 0.085990000000000011 0.26954500000000009 -0.016619999999999996 -0.060094999999999989 0.39574000000000004 0.15305000000000002 0.09585500000000001 -0.089899999999999994 -1.0000000180025095e-35 0.096490000000000006 0.082085000000000019 0.0057500000000000008 0.099370000000000014 -1.0000000180025095e-35 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.17479499999999998 -0.11756999999999999 0.11015500000000002 -0.26418499999999995 -1.0000000180025095e-35 0.085845000000000019 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 12 -5 20 -2 -8 10 26 27 14 -10 -3 17 -6 28 19 -11 -1 22 -22 -24 -25 -21 -4 -7 29 -15
right_child=1 3 9 5 16 11 8 -9 13 18 -12 -13 -14 15 -16 -17 -18 -19 -20 25 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.003054237291802066 0.0031996131347385146 -0.0011378339292814996 0.00054088473022878222 0.0028120627564149634 -0.0020710773955245647 0.00056363748268829501 0.0029579900151763287 -0.0018455231867906157 0.0027004559325523275 -0.0025677744515842402 0.0038514258420377151 0.0030953235402004379 -0.0012890501942451867 0.0029848552060404571 0.0024667791911604587 -0.0041246657068242628 0.00095002086559978726 0.0017928580907739574 -0.0026119075378296663 0.003000584097729611 -0.0027374942886694499 -0.0032771484871953545 0.0034966942851018781 0.0022180194661068067 -0.001732037314888988 -0.00092688875712665093 -0.0029962607597699164 -0.0033288535284921542 -0.0036224938089931733 -0.0023953185800573377
leaf_weight=10.836004503071306 38.849032625555992 3.3554750829935136 2.3195197880268088 23.098902687430382 27.307836420834068 3.0153747797012329 6.3682581707835224 2.5300729125738135 3.9214462265372338 3.5411950796842575 1.4103625267744053 2.9278382062911987 6.2308811321854582 3.1734353266656479 13.689539544284342 2.8106581494212142 4.2921803072094908 5.1280703991651526 8.5791200138628465 4.1794952787458914 5.031015336513522 5.6897705793380728 3.4682747721672076 3.5039164721965808 4.4861795417964441 3.4422064423561096 125.11484991759062 4.7384472191333753 3.428450070321559 4.9900834411382613
leaf_count=133 300 22 12 177 276 20 38 14 24 33 8 17 40 17 92 20 26 30 105 26 41 77 16 19 34 25 2157 35 24 52
internal_value=0 0.00114597 -0.0020414 0.000331441 -0.000556889 0.00177452 -0.000656597 0.00289113 0.000406691 -0.00262702 -0.00285763 -0.00046916 0.000941712 -0.000286096 0.00175718 -0.000885747 -0.00166073 -0.000341281 -0.001122 2.3058e-05 -0.00161699 -0.000914804 -9.96614e-05 0.00105853 1.90808e-07 0.00122681 -0.00293188 -0.00181511 -0.00128538 -0.000303863
internal_weight=0 130.036 211.422 88.6565 54.8759 33.7806 62.8356 41.3791 29.8204 148.587 128.845 10.6817 23.2759 23.4521 17.045 19.5307 31.6 16.72 19.742 11.1629 33.0152 22.1792 16.4894 11.4584 7.9901 7.6217 127.434 7.75382 11.592 8.16352
internal_count=3910 1019 2891 705 456 249 525 314 205 2366 2177 72 154 167 114 143 302 123 189 84 320 187 110 69 53 51 2169 55 93 69
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 4 48 151 3 3 2 13 2 14 484 14 13 50 40 13 43 16 41 475 40 51 47 52 160 3 51 15 49 52
split_gain=82.0291 23.1658 19.4919 12.4079 11.3526 12.9164 9.99953 8.48006 7.68813 6.47778 6.59835 5.84113 5.65687 5.60902 5.09815 4.54774 4.47701 4.16283 4.02145 3.76462 3.67262 3.46512 2.84197 2.72596 2.45748 2.96477 2.57134 1.7683 1.74056 4.46468
threshold=0.094485000000000013 0.27020000000000005 0.016865000000000002 -0.24440499999999998 -0.115685 -0.032959999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12238000000000002 0.077685000000000018 -1.0000000180025095e-35 -0.076254999999999989 -0.094129999999999978 0.11901000000000002 -0.082989999999999994 0.10153000000000002 -0.073684999999999987 0.011450000000000002 0.078150000000000011 -0.071179999999999979 0.0034800000000000005 0.093005000000000018 0.11939500000000002 -0.087604999999999988 -0.080734999999999987 0.076695000000000013 0.08955500000000001 -1.0000000180025095e-35 -0.081629999999999994 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 28 -2 11 12 10 -1 -4 -8 22 -9 18 27 21 -12 -18 -14 -16 -5 -21 -25 -26 -27 -7 29 -6
right_child=1 3 7 13 5 16 8 14 -10 -11 15 -13 20 -15 17 -17 19 -19 -20 23 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0038673675677018604 0.0030913837524999691 -0.0033534040261466308 -0.0017962740274714332 0.0034564699193278372 0.0023964218116802162 -0.00022003713421794296 0.0013082221597154066 0.0033505564065462183 0.0028425431662196352 -0.003601103536036823 0.0038857963043158121 0.0034251867026731959 -0.0030540203543791694 -0.0012132090793721293 -0.0021111213591199383 -0.00085295182797161533 0.0011838960640086294 -0.004120374050204695 -0.00030243995463406098 -0.0038076350422273841 0.0013813953184837176 0.0021475765077666438 -0.00020393340706376326 -0.0038208219306691557 -0.0027355428354552879 0.00099251415684103311 -0.002494061217384744 0.0030471767431436191 -0.0032762171707367165 -0.0034843049460836868
leaf_weight=3.1238264553248944 4.5293927229940882 3.4251561015844336 2.5216732174158123 46.509586736559868 2.049888301640749 3.6940287202596664 3.9359978549182406 3.2053207941353312 3.2112118527293196 5.093982968479394 7.4134650304913539 20.786268256604671 32.804093990474939 3.0995599254965773 3.9598706364631635 6.7515208460390559 4.5633855760097495 3.6688787974417201 3.5629289820790291 6.6095078848302391 2.084040254354476 4.0632848031818867 2.3383746668696395 3.7052136622369352 6.1107090786099425 8.3298423588275892 3.0271729454398146 3.2851091921329489 110.25960065424442 3.9982118867337695
leaf_count=34 31 22 14 370 23 29 27 23 23 72 43 171 382 18 23 53 33 28 27 76 13 25 17 38 74 47 23 17 2068 66
internal_value=0 0.00098946 -7.51456e-05 0.00261927 -0.00230991 -0.00264067 -0.00148237 0.00163999 -0.0019752 -0.000325835 0.000474298 0.00286028 -0.00237369 0.00301307 -0.000269249 0.00123934 -0.00103553 -0.0012616 0.0025263 -0.00154331 -0.00278907 4.56737e-05 0.00328124 -0.00199126 -0.00142425 -0.000915893 6.31796e-05 0.00131785 -0.00318339 -0.00149114
internal_weight=0 140.143 84.77 55.3727 181.578 155.633 46.5647 38.2053 42.0353 25.9457 20.8517 23.3079 38.8241 51.9475 14.8974 17.7279 39.325 11.692 10.9764 32.3458 34.8881 8.02316 48.848 27.7824 21.1729 17.4677 11.357 6.97914 116.308 6.0481
internal_count=3910 1187 760 427 2723 2494 476 284 445 229 157 185 422 405 99 123 337 76 70 291 395 48 387 258 182 144 70 46 2157 89
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=1 4 48 12 453 2 11 3 0 0 484 1429 13 16 16 50 46 151 42 43 15 4 47 4 2 160 132 16 124 457
split_gain=71.6735 20.2145 16.7061 10.8782 10.0172 8.51565 7.47509 9.18602 7.29293 6.21055 5.43819 6.45863 5.29605 5.05037 5.00501 4.95028 4.41761 4.36278 3.79381 5.53124 3.77943 3.45698 3.2222 2.53114 2.48507 2.45636 2.74853 3.28007 2.80124 2.30622
threshold=0.094485000000000013 0.27020000000000005 0.016865000000000002 0.083325000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0026499999999999996 -0.10462499999999998 -0.060094999999999989 -0.0043499999999999988 0.084920000000000009 -0.088854999999999976 -0.50763499999999995 -0.27337499999999998 0.11901000000000002 0.092020000000000005 -0.086834999999999982 0.092635000000000009 -0.18906999999999999 -0.095799999999999982 -0.011209999999999999 0.11939500000000002 -0.51381999999999983 0.11500500000000001 -0.15845999999999996 0.080815000000000012 -0.092014999999999986 -1.0000000180025095e-35 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 15 -2 7 -4 14 13 -1 17 16 -5 -7 22 -9 -12 19 -11 -19 -14 -3 -21 -10 -22 27 -27 -29 -15
right_child=1 4 6 9 -6 8 -8 12 24 18 11 -13 21 29 -16 -17 -18 20 -20 23 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0033480670444815661 0.0026922503018312325 0.0031385959834554296 0.0034367649099244627 0.001025666332187321 -0.002902631013189686 -0.0030271374195056165 -0.003998935555326431 0.0035798188793945253 -0.0028595753019954014 0.0054150947760646193 0.0025526905382853003 0.0029026091567567708 -0.0035802820681255254 -0.0030951534262385438 0.0015321640287737847 -0.0010304625118727499 -0.0013103190875229636 -0.0031639703383462029 -0.003320068047975226 -0.003691183261477069 -0.0035650461593522086 0.00017290423742070629 -0.00042826148439735977 -0.00011048647707608937 0.00024916376932939175 0.0013323553403047695 0.0020873478899987715 0.00071310304107937176 -0.0022625096316275413 -0.0011967816732109298
leaf_weight=7.0027167275547972 4.3940537199378005 43.380387410521507 16.470980707556009 2.9928199015557757 3.1347180381417266 3.0367046743631354 2.1769919581711283 5.6397394686937332 26.016608677804474 1.4890040308237082 3.1153872497379771 4.6843959577381602 3.608589518815279 94.568434733897448 8.2510481774806959 3.0791317373514167 2.439915344119072 7.1360455229878417 4.5193903371691695 2.2516191564500323 2.454761445522311 6.0654327161610126 2.4677727818489066 9.4949788227677345 2.6083084978163233 4.9882666319608715 3.5556654483079901 3.9178218021988949 11.414519462734454 6.2923012115061274
leaf_count=84 31 370 137 39 22 16 18 48 348 8 24 31 27 1950 59 18 15 85 77 21 27 39 17 76 22 39 24 27 120 91
internal_value=0 0.000884082 -6.74631e-05 -0.00209359 0.0023592 -0.0013196 0.00145659 0.00180361 -0.00176127 -0.00257767 -0.000874032 -0.000454204 0.000288456 -0.00286138 0.000305591 0.00269632 0.00210308 -0.000884045 -0.000918153 -9.80014e-05 -0.00120396 -0.0012271 0.00294661 -0.000796844 -0.00257631 -0.000672778 -0.000375419 -0.000806349 -0.00150216 -0.00297672
internal_weight=0 132.77 80.7084 169.878 52.062 44.3067 36.4016 34.2247 39.9127 121.609 48.2696 41.2669 17.7537 103.854 11.2878 48.9273 8.07965 36.5825 17.755 13.2356 33.4671 9.67402 45.8482 11.7466 28.6249 26.331 23.8763 20.3206 15.3323 100.861
internal_count=3910 1187 760 2723 427 476 284 266 445 2262 461 377 129 2080 75 405 63 346 182 105 322 66 387 97 370 237 210 186 147 2041
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 12 12 52 159 2 49 13 40 3 49 1 0 4 3 3 0 4 48 0 50 43 50 42 123 52 15 376 0 48
split_gain=86.0742 19.9311 19.2043 12.1466 11.9464 7.81282 10.1193 7.13541 6.10049 5.30516 5.73622 5.06198 4.74815 4.52093 4.42544 4.24546 4.6796 3.84824 3.63701 4.87642 3.52012 3.69764 3.25787 3.12821 3.0599 3.40296 2.68391 3.29943 2.71219 2.37903
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 -0.37613999999999997 -1.0000000180025095e-35 0.090695000000000012 0.27772500000000006 -0.10241499999999999 0.26954500000000009 -0.097604999999999983 -0.081274999999999986 0.087480000000000016 -0.045139999999999993 -0.16401499999999997 -0.15121499999999996 -0.021064999999999997 -0.098179999999999976 0.22584000000000001 0.11930500000000001 -0.18087499999999998 0.10481500000000002 -0.040589999999999994 0.041865000000000006 0.083970000000000017 0.08406000000000001 -0.069134999999999988 -1.0000000180025095e-35 0.076485000000000011 -0.13506999999999997 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 20 12 13 22 -2 10 -9 14 17 -7 -1 -13 24 -6 -15 -20 21 -5 23 -3 25 -17 -16 28 -28 -12
right_child=2 7 3 4 5 6 -8 9 -10 -11 29 15 -14 18 26 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012498452007715969 0.0031304001995528991 0.0010334225362804495 -0.0026068498785343577 -0.002563859719777923 -0.0029448207689378495 -0.00059993038542282531 -0.002881287421439786 0.0020506596341165 -0.0016215657710901838 -0.0029543803964416624 -0.0023721451189102952 0.0030954451040506861 0.0017423284541782404 0.0030632077745636637 -0.002601704319923636 -0.0023239997936993777 -0.0021140486716731324 0.00030402451508996961 -0.0019824228688539781 0.0029942641333796554 -0.0034422407443554185 0.0023346803351970238 -0.0032494309105252548 -0.0020091639192487448 0.0031498278687729416 0.0012056455510867344 0.00049314546807934271 0.0022549974339603207 -0.0028624129084453688 0.0014036195110139864
leaf_weight=5.0263388976454761 37.270012743771076 8.4744979515671712 9.9033510535955411 2.6626912504434586 6.190871864557268 3.9711991176009169 3.3642888143658629 3.4534746035933521 2.4059563502669326 105.74595551565289 15.628662250936033 4.4986603334546116 6.3334948420524588 30.848401568830013 13.351463939994577 3.3169837370514896 6.1694231145083878 6.0119312480092049 3.0537089705467224 3.5758454799652091 6.0629486255347729 2.498972009867428 3.1928623244166365 4.2419160455465308 3.7344831228256234 7.3449516966938964 3.336948759853839 2.4926107674837121 5.0868837982416109 1.5329476669430722
leaf_count=25 300 53 144 26 57 26 24 22 14 2048 210 26 44 233 146 21 59 33 18 23 61 16 46 55 22 44 29 12 56 17
internal_value=0 -0.00189367 0.00118235 0.00040277 0.000802442 0.00128973 0.001943 -0.00246287 0.00284224 -0.00269271 -0.00135046 -0.000403912 -0.000289605 0.00233457 -0.00122033 0.000550285 -6.45453e-06 -0.00134422 0.00264551 0.0007019 -0.00194774 -0.000192276 -0.000637361 1.84826e-05 0.000896731 0.000107554 -0.00173195 -0.000668197 -0.00153317 -0.00203488
internal_weight=0 196.629 124.154 84.4777 74.5744 63.3497 44.8134 142.27 39.676 126.361 20.6151 54.3587 18.5363 41.4492 29.2942 25.0645 20.5658 12.2028 37.478 6.62955 11.2246 5.16166 15.9093 12.7164 14.3964 10.6619 24.2679 10.9164 8.42383 17.1616
internal_count=3910 2891 1019 705 561 458 324 2451 314 2297 249 440 134 300 268 172 146 90 274 41 103 42 154 108 87 65 243 97 85 227
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 50 39 47 38 52 1 1348 12 40 1 457 15 52 0 376 2 49 1 484 3 11 13 15 1 0
split_gain=81.1868 26.8413 18.5097 17.4091 13.2415 11.8221 7.4891 6.93581 6.86572 6.41634 4.76553 4.62897 4.49867 2.93434 4.90961 2.37308 4.3493 7.00582 1.85621 1.84631 3.6179 1.71218 1.63706 1.32351 1.79595 4.56587 8.34119 4.98242 3.16616 2.29169
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 0.11901000000000002 0.15394000000000002 0.096475000000000019 1.0000000180025095e-35 0.15091000000000002 0.11287500000000002 0.090260000000000021 -0.095029999999999989 0.0034800000000000005 0.085990000000000011 0.081330000000000013 -0.073314999999999991 -0.077699999999999977 -0.18901999999999997 0.084680000000000019 0.095040000000000013 0.0037600000000000003 0.087480000000000016 -1.0000000180025095e-35 -0.10628499999999998 0.079700000000000007 0.068400000000000002 0.079360000000000014 0.077800000000000022 -0.23129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 11 -4 10 12 -5 13 -6 15 -15 23 17 -17 -9 -14 -21 -18 -19 -1 25 26 27 28 -25 -26
right_child=2 4 5 8 9 -7 -8 18 -10 -11 -12 -13 19 14 -16 16 21 22 -20 20 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.002766596850437915 -0.0034043337565687498 -0.0029159252314681621 0.0021747293860410813 -0.00093245145217706223 -0.0010369060414466222 -0.0024480260062239296 0.001357007590709063 -0.0014943243709194529 -0.0027709066302481081 -0.002586334166186607 0.0025198192915106446 0.00040884920826974723 0.002553900654295874 -0.0025493519337024817 0.001287229174699633 0.001285501448152085 -0.0029291873670893517 -0.0030233416608392576 0.00089085709757927886 -0.0008397601556039678 0.002648275394969658 -0.0011458976805283345 -0.0011071248414698258 -0.00023270700167310671 -0.00089016205049247718 -0.0028066085005297049 -0.0024264464677986779 -0.0023400695072553217 0.0026740823219751487 -0.0025351355348310223
leaf_weight=76.173992358148098 4.3963517099618903 5.8114619031548527 30.452097944915295 2.9689238891005498 3.1540030241012635 3.6091778501868239 2.5714383348822585 3.3329764008522034 2.5808015167713156 2.2931691184639922 5.6559376493096352 2.7996459230780593 8.2016938477754575 4.0011468678712836 2.7337032929062843 4.5966967865824691 14.058405421674253 4.4245853424072283 3.0355922579765311 2.8591864928603163 2.933445155620575 3.2224265858530989 4.2617677450180054 4.0192214548587817 4.1858395487070075 21.26411097496748 15.983207538723944 2.8717366755008698 3.3413885831832886 277.76514927297831
leaf_count=553 20 34 348 19 20 18 21 18 13 13 58 20 86 24 22 26 86 25 22 24 29 23 21 19 25 140 102 20 22 2039
internal_value=0 -0.00220829 0.00089561 -0.00233002 6.60343e-06 0.00136319 -0.00239793 0.00173676 0.000386626 0.000880207 0.00133145 -0.00241959 0.00134377 -0.00243747 -0.000992068 -0.00245979 -0.00186686 -0.000917431 -0.000357422 0.00188032 0.000926615 -0.00259665 -0.00208319 -0.00250447 -0.00244386 -0.00204683 -0.00143055 0.000125072 0.00108685 -0.00251071
internal_weight=0 484.733 44.8262 459.48 25.253 40.4298 448.274 36.8207 11.2057 19.4415 8.62486 445.703 17.1483 442.903 6.73485 436.169 30.5639 13.283 6.36857 13.9943 5.79263 17.2808 8.68635 405.605 329.431 47.4797 26.2156 10.2323 7.36061 281.951
internal_count=3910 3484 426 3278 206 406 3188 388 90 172 77 3167 159 3147 46 3101 181 72 40 139 53 109 46 2920 2367 303 163 61 41 2064
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 50 38 39 13 49 16 457 48 49 14 132 13 148 1 40 160 12 4 12 16 42 10 151 150
split_gain=68.1532 17.6164 14.6053 11.1681 9.79991 8.51261 7.1471 7.03025 6.87904 5.49095 5.3202 5.30688 5.57809 4.92686 4.90872 4.60477 5.4809 5.52009 3.77126 3.66104 3.64598 3.46606 5.47849 3.70559 3.205 2.92789 2.91023 2.69996 2.52929 2.24847
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.11384500000000002 0.10657000000000001 0.16168500000000002 -0.10241499999999999 -0.080034999999999981 0.054425000000000008 0.081330000000000013 0.11930500000000001 -0.084114999999999981 0.077685000000000018 0.080815000000000012 -0.089899999999999994 -0.027139999999999994 0.076710000000000014 -0.083709999999999993 -1.0000000180025095e-35 0.091475000000000015 0.18622000000000002 0.092255000000000018 -0.50763499999999995 0.08221500000000001 0.043560000000000008 -0.086769999999999986 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 15 4 8 6 13 -2 11 25 14 12 21 27 24 16 17 19 -19 -1 -20 -3 -23 -24 -11 -4 -27 -6 -22 -30
right_child=1 3 9 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 20 -21 28 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0012787234951734125 0.0029160860131090438 -0.0027091872179243397 0.0020723333654322443 0.0025784481023069686 0.0028972567544963694 -0.0034824383357074471 -0.0031282575166978743 -0.00050589842731957508 0.0032003060987371278 -0.0026838703031407851 -0.0026731195860988976 -0.0025955713328412013 0.0024787467950491897 -0.0017357018381828284 0.003375234399036431 -0.0034213400020269586 0.0022722462468338644 0.0019127762060007687 0.0014165081957512446 0.0028954276464164997 0.00063391304809886511 0.0018727947170794235 -0.0033924150351352703 0.00078571446006528163 0.0013169758428248821 -0.00041505649373487418 -0.0029607116678034466 -0.00020591576594027294 -0.0021276419195713115 0.00011107747137817227
leaf_weight=2.3298733457922927 27.990872181952 6.8787364512682023 2.1426555700600174 10.789490729570387 15.495209231972707 2.8092396184802046 2.1891141459345809 5.1926116347312918 2.4529233351349822 5.1175518371164799 122.74932888150215 17.036963105201721 3.6154124587774268 2.2717127948999396 1.8674510046839694 4.2794697843492022 4.7099581956863394 2.7198384404182425 3.1218884140253058 4.4818825423717499 3.2616276293992987 4.9245236143469793 4.2762859389185905 2.4279657974839211 2.0443548820912838 9.2929332479834539 5.0605685561895362 2.3566636368632308 27.850486330688003 3.7089372351765624
leaf_count=24 280 57 20 96 140 19 13 29 19 70 2205 199 22 14 17 36 30 21 22 30 19 28 39 13 18 58 76 19 255 22
internal_value=0 0.000733733 -0.00189684 2.88048e-05 -0.000383415 0.00094874 0.00150664 0.00238061 -0.00118765 -0.00234202 -0.00252592 -0.0014625 -0.000589918 0.00201084 -0.000524887 -0.000727779 -0.00050689 -0.000782608 -0.00115958 0.00146771 -0.00137981 -0.00118938 -0.000290368 -0.00187929 -0.00154184 -0.000872911 -0.00131257 0.0024876 -0.00163052 -0.00186454
internal_weight=0 110.708 204.739 77.5242 66.7348 25.1219 22.3127 33.1835 41.6128 148.275 131.779 39.1599 22.1229 20.1236 9.02936 56.464 52.1845 47.4745 40.6628 6.81176 37.9429 18.5075 11.6288 6.70425 7.16191 16.4962 14.3535 17.8519 34.8211 31.5594
internal_count=3910 987 2923 678 582 205 186 309 377 2464 2310 358 159 173 105 459 423 393 339 54 318 137 80 52 88 154 134 159 296 277
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 12 4 151 16 52 160 43 13 0 49 1 0 50 3 16 16 150 4 475 52 52 2 1 12 4 48 12 32 3
split_gain=59.4328 16.9975 12.7992 8.55657 8.4074 10.5508 6.43809 5.65089 5.23647 5.22236 5.16596 4.64043 4.28395 3.93073 3.90508 3.67719 3.06554 4.54673 3.93403 3.78122 2.93668 3.56545 5.8909 4.24306 2.74796 2.67162 2.29215 2.19896 2.19411 1.95007
threshold=0.10398500000000001 0.080120000000000011 0.27223000000000003 -0.24440499999999998 0.27608500000000008 -0.048794999999999991 -1.0000000180025095e-35 -0.066289999999999988 -0.10241499999999999 -0.040094999999999992 -0.080034999999999981 0.091440000000000007 -0.071924999999999989 0.11901000000000002 -0.097604999999999983 0.15100500000000003 -0.0092949999999999994 0.083205000000000015 0.004850000000000001 -0.014939999999999997 -0.10201499999999998 0.11588000000000002 0.092745000000000008 0.083370000000000014 -0.0089849999999999982 -0.08100499999999998 0.12862000000000004 0.091475000000000015 0.075380000000000016 -0.12008499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 26 -7 11 20 -8 14 12 -1 28 -10 16 17 25 -19 -18 -3 22 23 -22 -21 -9 27 -2 -5 -12
right_child=2 8 3 13 -6 6 9 15 10 -11 29 -13 -14 -15 -16 -17 19 18 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027305127143355764 0.0032775004370263379 -0.0035871411928001403 -0.002699985645429307 0.0028271178243257484 -0.0022606967161552067 -0.0029820475800369614 -0.0005550497747202238 9.6562114187228562e-05 0.0016188986604742119 0.0033838666351251726 -0.0016482415172439249 0.0021688185938325342 0.00092581653550152711 -0.00086327131545734621 -0.0021479204048304975 -0.0030278564779779504 0.0029561679461020882 -0.0012508481462075085 0.0029135349510468569 -0.0030373362197300439 -0.0033100418436290309 -0.0034651079096478443 0.0027270772191857291 0.001495876396940964 0.0012846395244542998 -0.002721873583933969 0.00046669551580921927 0.00020147379700877847 7.5538979469135756e-05 -0.002874627888901591
leaf_weight=4.4550856091082096 11.111698165535929 2.683990333229306 2.8687417507171622 33.751417919993401 11.11166877299547 7.1314968615770367 13.504466235637667 3.4296315163373974 3.9064369723200798 3.4051497578620902 11.635262187570332 8.9836123436689359 6.18056293949485 2.7928192913532248 5.1614477895200235 7.2678837291896334 3.4831621125340462 4.2749867215752593 3.2081068754196167 2.4507627487182617 3.857363708317278 2.4080828279256812 4.7842719629406929 2.4124417640268803 2.3076749518513662 13.081143692135813 4.7928100153803816 2.2593800723552695 2.515843227505683 105.06645213440061
leaf_count=42 115 28 20 341 139 57 94 24 26 27 133 72 38 17 81 90 21 29 19 25 47 27 27 27 18 126 36 20 21 2123
internal_value=0 -0.00186269 0.000863072 0.00203804 -6.09391e-05 0.00051821 -0.000717086 -0.000582211 -0.00239615 0.000238144 -0.00259178 0.000664715 -0.000605755 0.00238602 -0.000525178 -0.00120149 -0.000789718 -0.00130344 0.000534481 0.000705877 -0.000872305 -0.00033104 0.000351704 -0.00146086 -0.00094133 -0.00213643 0.00215321 0.00275773 0.00263624 -0.00275236
internal_weight=0 201.038 95.2455 41.9288 53.3167 42.205 24.0411 59.1226 141.916 16.9096 125.77 19.6193 10.6356 39.0601 9.06788 39.5034 32.2355 23.9939 7.48309 8.2416 16.1462 13.4622 11.0541 6.26981 4.75844 16.5108 18.1639 13.3711 36.2673 116.702
internal_count=3910 3023 887 399 488 349 178 504 2519 121 2363 152 80 379 107 352 262 198 48 64 156 128 101 74 43 150 171 135 362 2256
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 4 15 39 48 0 51 15 50 474 42 124 3 3 149 47 2 4 1 0 48 457 15 4 148 43
split_gain=92.6952 20.5135 19.5832 14.7399 10.1875 8.08541 7.6607 6.44903 6.36764 6.17325 5.73692 6.03784 5.27739 5.49469 5.19103 4.97943 5.57137 4.83674 4.48501 4.34201 3.8525 6.27383 3.39393 3.29184 4.84473 2.76792 3.40726 2.67577 2.53078 1.79425
threshold=0.10113500000000002 -0.40083499999999994 0.080120000000000011 0.086785000000000015 0.11843500000000001 0.39574000000000004 0.10943500000000002 0.019850000000000003 0.12862000000000004 -0.060094999999999989 -0.10145999999999998 0.079360000000000014 0.096815000000000012 0.085435000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10942499999999998 0.16699000000000003 0.10022500000000002 0.11170500000000001 0.10325000000000002 -0.49837999999999999 0.13026000000000001 -0.14534499999999997 0.086065000000000016 0.083995000000000014 -0.059484999999999989 0.0033150000000000007 -0.07990499999999999 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 6 9 8 17 18 25 -1 12 13 14 -12 -16 -17 29 28 -9 21 -11 -8 24 -18 -4 -27 -26 -3 -5
right_child=1 3 5 7 -6 -7 22 19 -10 20 11 -13 -14 -15 15 16 23 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0027880743905428799 -0.0027823091799346008 0.00030520496921371818 -0.0028324800947619969 -0.00059592185261048776 -0.0020828978013642313 0.0030303154230148892 -0.0019266882904255174 -0.00092175160512793512 -0.0015169222745216565 -0.0026435871069945644 -0.0020457902685272564 -0.0033508323181852214 -0.0035614409183591612 0.0029838997221075894 0.0024678698613755205 0.0022892941413927173 0.0024008101194090098 0.0021388378121953281 -0.00091949708221216342 0.0031497322183783442 -0.0023224643570245009 0.0017530895166786989 0.0013798244904686737 -0.0022511075119507223 -0.0033975364629926512 0.0008635937018253556 -0.0026217192017198342 0.00025092584620937778 0.0029073537670595805 -0.0025759191257707426
leaf_weight=8.0701979324221593 10.036344930529593 3.0336767658591262 134.63336551189423 5.3150150254368809 4.6289550736546508 2.0534375309944144 4.5139819979667646 3.3005068004131299 2.9676342457532874 4.0849699676036835 8.2754549086093885 4.4904873222112647 2.9782740548253051 5.0974341183900824 7.1747453883290317 5.485038310289382 4.2764537483453751 2.6572543159127227 2.6271880641579619 5.2638228386640549 10.378580722957848 6.5340570881962794 5.143801137804985 7.9881984218955084 2.9046836942434311 3.5889169275760651 5.5035593211650831 3.3548845648765564 63.153079800307751 10.640545055270197
leaf_count=91 130 22 2153 44 34 11 30 18 14 36 69 40 22 28 43 28 26 16 20 35 125 34 31 72 21 32 73 19 504 89
internal_value=0 0.00103094 -0.00196698 0.00136889 0.00193307 -0.00245778 0.00216133 -0.00041784 0.00247441 -0.0025262 -0.000604914 -0.000266263 2.51259e-05 0.000264859 -8.63905e-05 0.000433585 -0.000174325 -0.00133742 0.00264654 0.00158067 -0.0011167 6.17583e-05 -0.000165617 -0.000903805 0.000117693 -0.00273212 -0.00124602 -0.0014421 0.00278808 -0.00191635
internal_weight=0 123.282 226.873 113.245 86.0683 166.777 81.4394 27.1771 71.7816 164.723 60.0959 52.0257 47.5352 44.5569 39.4595 31.184 24.0093 18.6128 68.8139 8.56433 20.9976 10.619 9.65778 18.5242 10.536 143.726 9.09248 6.25957 66.1868 15.9556
internal_count=3910 987 2923 857 655 2464 621 202 560 2453 459 368 328 306 278 209 166 149 546 53 195 70 61 138 66 2258 105 40 526 133
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 39 38 457 13 14 3 1 3 49 48 123 150 50 4 157 42 160 16 15 376 0 456 16 160
split_gain=88.368 21.913 18.0142 13.5636 11.8768 8.60398 8.08208 6.83249 6.26985 5.90701 5.14085 5.04452 5.46476 4.80223 4.80439 4.58411 4.4926 3.18431 3.0778 3.05402 3.74643 2.97741 2.70554 5.52216 2.40988 3.27892 2.34886 2.11155 1.89943 3.82943
threshold=0.099595000000000017 -0.062539999999999984 0.080120000000000011 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.16168500000000002 0.10657000000000001 0.081330000000000013 -0.10241499999999999 -0.46879999999999994 -0.15121499999999996 0.087480000000000016 -0.097604999999999983 -0.081274999999999986 0.11379500000000002 0.08363000000000001 -0.053939999999999995 0.041865000000000006 0.0057500000000000008 -0.070269999999999985 0.083970000000000017 -0.082109999999999975 -0.006474999999999999 -1.0000000180025095e-35 0.076485000000000011 -0.13506999999999997 0.086680000000000021 0.025915000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 6 10 8 27 17 18 -6 -1 24 14 -11 -12 19 -3 21 20 -14 -4 23 -16 -13 26 -26 -2 29 -19
right_child=1 3 9 -5 5 -7 -8 -9 -10 13 15 12 16 -15 22 -17 -18 28 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014067026436329622 0.0029948658113694601 0.0012115058271908717 0.00056420466620596562 0.0026046422559799173 -0.0015915066883915923 -0.0032424845026309255 0.0031777694585829888 -0.00031944970163840517 0.0011296548261346719 0.001303027266318157 0.0025392967295378901 -0.0024045659239003447 0.00087498324542720175 -0.0026701472731712745 -0.0030580788349597984 -0.0005736928735427879 0.0017963373424080972 -0.0029614385960449918 -0.0029371553618100705 0.00090665152947210924 -0.0023577897964954298 -0.0019786487480347352 -0.0025131605390321548 0.0021582925212596921 6.5884680813949617e-05 0.0017357648014113001 -0.0026008070823733526 0.00049722604116555482 -0.0025529026775625882 -0.00045372288688301293
leaf_weight=7.1237530633807173 32.553228758275509 2.2344263866543761 8.9166678041219729 12.316733941435812 3.0604672729969087 2.7947032377123824 2.7351283133029929 5.2809645235538474 5.6990906149148932 3.6992250680923489 17.396894052624706 14.751325391232969 3.3151033669710204 122.7790159881115 2.5999006032943726 3.8258048743009558 6.5919462516903868 6.310327950865033 3.7674797773361197 5.342142902314662 8.3953080624341965 4.641985695809125 13.658326063305134 2.7884772345423761 3.5935524925589553 2.5594690367579451 5.6058643236756316 2.4102183803915969 17.709072656929493 11.20685415714979
leaf_count=37 281 14 53 96 20 19 19 29 35 22 139 146 21 2048 30 21 40 54 46 32 67 55 176 21 29 12 56 17 201 74
internal_value=0 0.000844296 -0.00186279 0.000105333 -0.000316513 0.00103585 -0.0011144 0.00241037 -0.00138641 -0.00229962 0.00152823 -0.000620806 -0.000908784 -0.00246883 -0.00138213 0.00197812 -8.83464e-06 -0.00176919 -0.000878425 -0.000706654 -0.00144262 -0.000306375 -0.00190363 -0.000358615 -0.00171145 -0.000841948 -0.00155912 0.00282269 -0.00195826 -0.00135709
internal_weight=0 125.534 220.13 85.2895 72.9728 27.0779 45.8949 40.2444 43.1598 162.851 24.2832 57.2785 50.1547 145.525 22.7459 21.2227 23.6445 37.4607 17.3261 17.0526 11.7104 13.5587 19.0467 5.38838 26.5102 11.7589 9.19942 34.9634 35.2263 17.5172
internal_count=3910 1019 2891 692 596 199 397 327 378 2451 180 440 403 2297 249 160 160 343 154 120 88 108 227 51 243 97 85 298 329 128
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 38 453 39 50 0 4 1 3 16 457 48 0 12 15 15 4 51 4 13 123 0 160 12 10 0
split_gain=60.0339 16.6718 14.3561 10.1278 8.50939 7.63388 7.14964 6.5355 6.09955 5.73043 5.90068 5.38257 5.32681 5.01405 6.17857 4.29577 3.68793 3.56291 3.16618 3.99931 4.66402 3.16213 3.00828 2.94807 2.75825 2.67376 2.57507 3.79966 2.35691 2.29077
threshold=0.099595000000000017 -0.071274999999999991 0.083325000000000024 0.16699000000000003 0.28937500000000005 0.13219500000000003 1.0000000180025095e-35 0.18016500000000005 0.11384500000000002 -0.060094999999999989 0.39574000000000004 0.085990000000000011 -0.016619999999999996 0.054425000000000008 0.081330000000000013 0.11930500000000001 -0.098179999999999976 0.099370000000000014 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -1.0000000180025095e-35 -0.17479499999999998 -0.26418499999999995 0.08406000000000001 -0.11756999999999999 -0.082109999999999975 0.092720000000000011 0.043560000000000008 0.11015500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 7 -2 8 13 15 10 23 18 -13 14 26 28 24 21 -1 20 -20 -11 -22 -4 -14 -24 -3 -28 -6 -23
right_child=1 3 9 -5 6 -7 -8 -9 -10 17 -12 12 16 -15 -16 -17 -18 -19 19 -21 22 29 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030521917269788678 0.002975275970155635 -0.0031336465322986265 0.00042863171557587471 0.0027858608499985536 0.0030288917157694417 -0.0031044574758422308 -0.0037095117806958716 0.0040676379353395062 -0.0032965519974382496 -0.0023829537036833309 0.0036984001695402487 0.0027717475386183849 -0.00031278126100981498 -0.0026965168587471991 0.0028252440179145767 -0.001814093222680814 -0.0023720860688163491 -0.0025907565687292239 -0.0027010878231874128 -0.0032741441156235026 0.0032417773085295178 0.0025678462364492512 0.0017912876213704164 -0.0029783400759005236 0.0028905491216195088 -0.0017814547804230075 0.00092172670913759618 -0.0022461981386202486 -0.00016920027942719039 -0.00076071780715528071
leaf_weight=9.6957002840936202 29.938079260289673 4.9239895045757356 2.3192491084337226 10.2839248329401 14.927993081510079 1.9668577462434758 2.5681727677583686 1.988074094057082 2.0833368524909011 3.2674801684916019 1.2227245643734921 5.6475679725408581 12.17074327170849 17.286180306226015 3.9772514402866355 2.2372272312641135 6.4991479292511913 7.6690616048872462 4.7487520277500179 5.1234641447663298 3.281297519803049 4.3007853478193301 3.3840615227818507 106.18218583613634 2.9927926510572442 4.1891135796904511 7.0004144385457021 6.5484020002186298 2.3888659849762908 3.2394075356423855
leaf_count=133 304 45 12 96 143 10 19 17 13 33 8 38 78 215 24 14 68 105 41 77 16 26 19 2157 21 34 45 55 19 25
internal_value=0 0.000786173 -0.00201515 2.66624e-05 -0.000403725 0.00260048 0.0010063 -0.00122172 0.00156602 -0.00257257 -0.00283192 -0.000777332 0.000186052 -0.00148636 -0.000554559 0.00208409 -0.000488051 -0.0010324 -0.00164216 -0.000982569 -0.000230109 7.33948e-05 0.000850925 -0.00290552 0.000319453 -0.00018498 -0.00128224 -0.000609392 0.00258771 0.00113783
internal_weight=0 108.119 185.934 76.2138 65.9299 31.9049 24.2056 41.7243 21.6374 128.201 109.724 57.7326 27.3103 39.7362 22.4501 19.5541 21.6627 18.4767 30.4224 20.7267 15.6032 10.8077 10.8545 108.501 15.1635 7.57318 18.4728 13.5488 17.3169 7.54019
internal_count=3910 1019 2891 705 609 314 208 401 189 2366 2177 525 205 384 169 176 167 189 320 187 110 84 69 2169 99 53 145 100 162 51
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=1 12 12 2 38 16 50 47 49 14 3 160 4 3 1 47 4 4 3 160 12 48 3 49 4 39 16 4 0 12
split_gain=52.572 13.3952 13.3514 8.75527 6.61645 6.39805 6.65292 7.23909 5.63903 4.91944 4.3502 4.31126 4.30764 6.63171 5.88172 5.33308 5.18749 5.56541 3.7257 3.68065 4.12457 4.39239 3.45689 3.33094 3.1549 2.9265 4.31659 2.3778 2.30884 4.23156
threshold=0.10113500000000002 0.083325000000000024 -0.071274999999999991 0.14808000000000002 0.13219500000000003 0.081265000000000018 0.11515000000000002 0.092645000000000019 -0.047894999999999993 0.077685000000000018 0.10666500000000002 -1.0000000180025095e-35 -0.48072499999999996 -0.12008499999999998 1.0000000180025095e-35 0.078345000000000012 0.0057500000000000008 -0.0010999999999999996 -0.097604999999999983 -0.079234999999999986 0.11540500000000002 0.12474000000000002 -0.0026499999999999996 -0.084114999999999981 0.51060500000000009 0.14706500000000003 0.63868000000000003 -0.029114999999999999 -0.070894999999999986 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 5 -2 6 7 19 11 12 28 -3 -1 -14 27 16 17 22 -13 24 21 -21 -16 -20 -4 26 -7 -15 -10 -30
right_child=2 8 3 -5 -6 25 -8 -9 10 -11 -12 18 13 14 15 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022129494529651065 0.0024181813781007149 -0.0024067908871127221 -0.0019497006147408465 0.0024808555161666881 -0.0024169938249962528 -0.0024447395260805416 -0.002192131233037636 -0.0014812889168302355 -0.0025780569186816945 -0.0030431409389495979 0.00032816349462118214 0.0021216083513529854 0.002107586127488033 -0.00026654909468061067 0.0026414179461944466 -0.0022910889612401055 0.0026750339798290021 -0.0024727915313925864 -0.003070727800166601 0.0023635781114494112 -0.0012418226942795788 -0.0014130081992412777 -0.00019593315564144556 0.0017949051664225195 0.0017944194297135282 0.0016978787989718638 0.0019954780374645278 -0.0027648505174251493 -0.00048793419076868712 -0.0027341429766517007
leaf_weight=7.1476282998919478 27.276173986494545 4.9306451044976702 3.8573097176849833 8.4010914564132673 1.9154023528099049 12.950806394219398 6.1925860270857802 8.2154639884829503 81.540823739022017 4.8533626757562152 3.8761027306318274 4.4676920101046562 7.167157005518674 3.4200317673385134 4.2176276892423648 4.7825896702706805 5.8227190896868697 4.4920398332178655 2.395032331347466 19.492381896823655 2.8302306011319152 2.163733333349227 7.6242525577545166 1.4156987331807593 2.2553840130567551 1.5197851136326779 1.5503267496824271 8.1511306241154653 10.277083009481432 10.959992561489342
leaf_count=80 299 83 28 82 10 179 63 62 1850 53 18 30 47 39 32 44 34 42 33 185 19 11 52 17 21 10 18 121 135 213
internal_value=0 -0.00161596 0.000673952 7.39808e-05 0.00210092 -0.000257349 0.000228449 0.000614636 -0.00209512 -0.0006202 -0.00228707 -0.000545215 -0.00039759 -0.000113523 -0.000526892 0.000117206 0.000637045 -8.94583e-05 0.000563543 0.00117737 0.00161313 0.00198625 0.000814623 -0.00126313 -0.000568243 -0.00162209 -0.00197003 -0.00202644 -0.0023857 -0.00164715
internal_weight=0 177.542 98.6207 69.4291 29.1916 61.028 45.0071 38.8145 119.863 57.6785 106.654 13.2091 52.8252 45.6775 38.5104 26.9392 22.1566 16.3339 8.27842 30.599 24.4863 21.6561 11.8419 3.81073 6.11269 16.0209 14.5011 11.5712 102.778 21.2371
internal_count=3910 2923 987 678 309 596 389 326 2379 544 2216 163 491 411 364 204 160 126 80 264 215 196 84 50 49 207 197 160 2198 348
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=1 12 4 2 12 3 13 1 133 123 3 150 49 49 14 15 1 15 0 0 0 47 1 12 484 11 157 484 0 52
split_gain=46.0084 14.8439 10.06 8.32191 6.39831 5.15093 5.32315 4.82064 4.69048 4.68218 4.2959 3.95121 4.67926 3.78922 3.6893 3.61558 3.10105 3.75181 3.04896 4.16681 2.86974 2.89223 4.80902 3.18306 3.30346 2.83254 2.76345 2.65643 2.36403 2.23289
threshold=0.10398500000000001 0.080120000000000011 0.50657000000000008 0.14808000000000002 0.089445000000000011 -0.097604999999999983 -0.17606499999999997 0.13026000000000001 0.08493500000000001 1.0000000180025095e-35 -0.11171999999999999 0.081245000000000026 -0.006494999999999999 -0.047894999999999993 -0.10523499999999998 -0.03231499999999999 0.09112000000000002 -1.0000000180025095e-35 -0.12329499999999999 -0.040094999999999992 -0.052874999999999998 0.09252500000000001 0.093575000000000019 -0.0089849999999999982 -0.0043499999999999988 0.077415000000000012 -0.079129999999999992 0.073820000000000011 -0.21145499999999998 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 8 13 -7 -6 11 10 -1 12 -2 25 -14 -13 17 -11 28 -20 21 22 23 -12 -25 -3 -26 29 -16 -15
right_child=2 5 -4 -5 7 6 -8 -9 -10 16 20 15 14 27 18 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00079756401177762646 -0.0028061271398412994 0.0021975709144979416 0.0024144151833369451 0.002441802165591173 -0.0017437887690724431 -5.909842920839068e-05 -0.0023885321102198021 0.0011550167069311048 0.0024558330361211778 -0.0024708951895830149 -0.0027665715576458013 0.0024903218446692787 -0.0024960695232075793 -0.0024834258622433189 -0.00010102258241229531 -0.00073049544669819607 0.0018262727043560504 0.0016775648331249823 -0.0020259398055187975 0.0016412309587796761 -0.0027398701904811171 -0.0029458294615735772 0.0020100319126936366 -0.0026667545129059923 0.002200028020601142 -0.0011845149674758609 -0.00056750397114681511 0.00010661038615967484 0.0028024854926781942 -0.00026283879614670482
leaf_weight=7.9776394031941882 4.0357274897396627 3.389726027846339 17.085539467632771 9.4937390834093076 16.494024544954303 6.3698283247649661 87.18929486349225 4.3967355005443087 6.5431315898895255 2.9178880788385868 4.8535520285368046 6.6536247283220291 2.7405405193567356 12.351368125528099 2.6711283326149013 3.0877758935093862 8.0162522792816144 2.4076973944902411 4.4328423477709293 3.2491400763392351 6.085109572857621 3.5115690417587748 3.7239775881171218 3.20154085755349 2.9715464785695138 2.6856705099344254 8.2298852615058227 4.7467575781047335 4.6521419733762741 3.5213041044771662
leaf_count=53 31 23 208 94 194 35 2128 41 77 32 71 76 16 218 20 26 71 13 32 30 85 33 26 32 19 21 69 40 42 54
internal_value=0 -0.00147719 0.000725855 0.000304384 -3.98021e-05 -0.00195799 -0.00222994 -0.0011337 0.000560531 -0.000404444 -0.000820305 0.000167128 -0.000415293 -0.00100489 0.000128428 0.0014694 0.000859637 -0.000595376 0.000607763 -0.000474888 -0.0012165 -0.000866584 -0.000548862 -0.00104372 -0.00046315 0.000702497 0.000166674 -0.00150796 0.00174344 -0.0019908
internal_weight=0 174.151 85.5361 68.4506 58.9568 120.254 93.5591 20.8908 38.0661 53.8967 40.5548 31.5229 21.7815 26.6948 17.7458 9.7414 13.3418 5.32559 15.0053 7.68198 32.5772 26.4921 22.9805 19.2565 14.403 6.0754 11.2014 20.6194 7.32327 15.8727
internal_count=3910 3023 887 679 585 2519 2163 235 350 504 388 273 171 356 140 102 116 45 124 62 335 250 217 191 120 44 88 312 62 272
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 38 39 3 13 9 14 16 457 4 4 0 1 47 14 4 4 11 43 160 12 4 12 0 147
split_gain=71.071 16.5196 16.2668 10.4128 10.2841 7.50776 6.87522 6.08136 5.64324 5.7942 5.03686 5.00455 4.97685 4.99214 4.03653 4.0132 5.4963 5.43618 7.42472 5.59895 6.28242 6.83193 3.35598 4.25578 2.80022 3.77835 3.73345 2.42618 2.00726 1.64764
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.28937500000000005 0.11930500000000001 0.10657000000000001 0.16168500000000002 -0.115685 -0.17606499999999997 -0.016839999999999997 -0.46879999999999994 0.054425000000000008 0.081330000000000013 0.053925000000000008 -0.48072499999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.077735000000000012 0.064610000000000015 0.0057500000000000008 -0.0010999999999999996 1.0000000180025095e-35 -0.13719999999999996 -0.082109999999999975 0.091475000000000015 0.18622000000000002 -1.0000000180025095e-35 -0.11524 0.099730000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 4 7 11 -2 12 14 -10 -1 -6 13 24 22 -12 17 -17 19 20 21 27 23 -4 -3 -26 -27 -19 -11 -13
right_child=1 3 8 -5 5 -7 -8 -9 9 28 15 29 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0030516678164487984 0.0029691576791763697 -0.0028738283413609345 -0.0026140928020491365 0.0026184880734595726 -0.0014983076115360117 -0.0023737345116767766 -0.00050951153422467517 0.003164149665818833 -5.2915839274178784e-05 -0.00042162193398508232 -0.0026681582068362837 0.0026014965793441864 -0.0025067450629395987 0.0024131234934674129 0.0021723292641462103 -0.0026871186237419891 0.0017725821366598987 0.002901262394286975 -0.0030921590095505953 -0.0030090444379723049 0.0033373658301197565 -0.0027302980205658133 -0.0025602714048858525 0.0015574711459607705 0.0011325289537224364 -0.0031546343900170372 0.00098861745917874842 0.0001825603043209627 -0.0027572087377646967 5.1159845680175121e-05
leaf_weight=2.6602233350276938 28.694423101842403 4.8812735714018407 3.0704291574656963 11.016123771667479 3.0324630215764108 3.8998413011431685 5.0027079433202735 2.3561636283993712 6.5244223177433005 2.8253625966608515 7.4893864504992953 16.092646270990375 16.458157524466515 3.6409161761403075 2.6197455003857604 9.6341253742575628 6.7685644328594199 3.9208778142929157 5.8522322513163081 3.2354785837233058 5.6234879046678534 4.8594399988651338 9.5298361293971521 4.5526073537766996 6.1375377029180509 4.9075367487967014 2.4422373920679092 6.6111744865775046 117.56529933959246 2.1535821557044974
leaf_count=17 280 42 41 96 22 27 29 19 34 39 76 138 199 22 19 110 40 23 50 29 31 42 116 24 36 46 13 41 2191 18
internal_value=0 0.000853629 -0.00187288 0.000153999 -0.000257337 0.00111898 0.00245271 -0.0011062 -0.0023542 -0.00256619 -0.000626676 0.00175911 -0.00136776 -0.000516053 -0.000993488 -0.000807901 -0.000508319 -0.000896836 -0.000323871 0.000344185 0.000860451 -4.45237e-05 -0.001477 -0.000122764 -0.00109666 -0.000453471 -0.00177788 0.00119468 -0.0027024 0.00230048
internal_weight=0 110.716 203.343 77.0185 66.0024 25.1785 33.6971 40.8238 146.688 126.915 56.655 21.2787 38.4677 22.0095 19.7726 53.9948 46.5054 39.7368 30.1027 24.2505 21.015 15.3915 17.1529 7.62304 18.3686 13.4873 7.34977 10.5321 120.391 18.2462
internal_count=3910 987 2923 678 582 205 309 377 2464 2264 459 178 358 159 200 442 366 326 216 166 137 106 181 65 137 95 59 64 2230 156
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=1 12 12 3 130 38 0 4 4 48 15 447 160 484 52 42 16 1 0 16 15 151 34 4 457 15 12 15 4 4
split_gain=43.4696 11.9728 11.2687 7.52476 6.68596 5.89661 5.481 5.99551 5.42697 6.07563 4.74726 4.56707 4.27403 3.85269 3.23915 2.99907 3.94085 2.91758 4.09679 3.80455 5.29362 4.88952 4.2417 3.21406 2.82743 4.01212 2.66616 3.39954 2.32301 4.0837
threshold=0.10113500000000002 0.083325000000000024 -0.071274999999999991 0.16699000000000003 -0.012079999999999999 0.10657000000000001 -0.060094999999999989 0.39574000000000004 0.22584000000000001 0.11930500000000001 0.083185000000000023 0.085135000000000016 -0.078874999999999987 -0.0043499999999999988 0.18936500000000003 0.092635000000000009 0.3935300000000001 1.0000000180025095e-35 -0.053834999999999994 0.081265000000000018 -0.0058549999999999991 -0.085184999999999983 -0.0011599999999999998 0.0057500000000000008 0.083995000000000014 -0.059484999999999989 0.091405000000000014 0.11561500000000001 0.074650000000000008 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 -2 7 24 26 12 11 13 -10 -1 17 16 -8 18 -15 20 21 -19 -22 -23 -3 -26 27 28 29 -6
right_child=2 6 3 -5 8 -7 15 -9 9 -11 -12 -13 -14 14 -16 -17 -18 19 -20 -21 22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027190079037134867 0.00280789846742494 -0.002691840158915805 0.002330719755496155 0.0024111927830253524 -0.002309812772056421 -0.00058139939263592423 0.00057265058528535823 0.0032753129118058464 -0.0020745567214821453 -0.0030053962342760651 -0.0030967491802538077 0.0032606683500982048 0.0015315985077195505 -0.0027268267820315987 -0.003290192479131399 -0.0029436597974665398 -0.0031147069798214259 0.0025664753678816339 0.00036521563738459655 -0.0021750045779293306 2.0003801191790603e-05 -0.0023704560209283272 0.0043190873340972812 0.00065343086328800758 0.0015244660891878062 -0.0029176210112217492 -0.002335460498350277 -0.0035190435335989549 -0.0023444753218797953 0.0017904417337685186
leaf_weight=5.4179188758134833 21.684656381607059 82.54083439335227 6.4613422751426688 8.9763341620564443 2.5281635709106904 4.686836063861846 10.698216911405327 1.3425655961036671 2.917507760226731 3.3950898274779311 5.2443864420056334 2.4912687204778186 15.999051176011562 6.2189111486077309 2.487910345196723 3.7680044360458842 2.7317271791398516 3.8807723075151452 6.6650328524410707 3.5160844177007666 2.694736011326313 5.9288751222193241 4.778624530881646 4.7558693662285805 2.9679338335990906 3.1433515660464755 13.224314652383326 2.4991080723702899 2.4802557602524749 6.5445359647274053
leaf_count=66 280 2083 64 96 29 29 74 10 25 28 75 21 147 98 28 78 40 26 38 52 28 48 31 33 28 66 203 19 19 48
internal_value=0 -0.00167051 0.000694753 8.20451e-05 -0.000290969 0.00220554 -0.0022008 -0.00247166 -0.000632576 0.000369672 -0.00061943 -0.000353397 0.00097542 -0.000547671 -0.000260228 -0.00078346 -0.000177379 -6.41178e-05 -0.00112727 0.000471889 0.000894175 -6.77353e-05 0.00276893 -0.0010245 -0.00255869 -0.00076033 -0.0014524 -0.000621357 5.46418e-06 0.000647881
internal_weight=0 161.273 91.3972 65.0257 56.0494 26.3715 107.193 89.9947 49.588 22.3116 54.0804 48.836 18.9166 46.3447 40.9268 17.1979 13.4299 38.4389 12.8839 25.555 22.0389 14.5655 7.47336 10.6847 88.6521 6.11129 27.2764 14.0521 11.553 9.0727
internal_count=3910 2923 987 678 582 309 2379 2187 518 200 544 469 172 448 382 192 114 354 136 218 166 107 59 81 2177 94 318 115 96 77
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 4 1 376 15 0 51 15 48 50 474 0 1 2 2 2 4 4 2 52 13 16 43 160 9 15
split_gain=80.3248 19.3572 17.8543 13.6372 8.33882 6.89414 6.87515 6.70621 6.23238 6.22013 5.68532 5.4066 5.39507 4.80981 4.9613 4.09227 5.25033 3.81578 3.66645 3.21368 5.02193 3.09462 4.69938 3.0593 2.84369 2.74039 3.1166 3.87014 2.43157 4.84806
threshold=0.10113500000000002 0.080120000000000011 -0.40083499999999994 0.083670000000000008 0.11843500000000001 0.39574000000000004 0.13702500000000004 0.081270000000000023 0.024640000000000006 -0.060094999999999989 -0.10145999999999998 0.079360000000000014 0.12862000000000004 0.096815000000000012 0.085435000000000025 -0.066689999999999985 0.076710000000000014 0.099675000000000014 0.092175000000000021 0.10325000000000002 -0.49837999999999999 0.22584000000000001 0.12918000000000002 0.26391000000000003 -0.26418499999999995 -0.53943499999999989 -0.07526999999999999 -1.0000000180025095e-35 0.084755000000000011 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 7 25 12 24 -1 13 23 14 15 16 -12 -17 28 20 -11 22 -10 -4 -3 -5 27 -27 29 -18
right_child=2 5 3 6 -6 -7 -8 -9 21 19 11 -13 -14 -15 -16 17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0026052272260477941 -0.0025855115162667255 0.00029917157045456237 0.0027551410079912331 0.00084260368455401995 -0.0017432313185044351 0.0028241048825092909 0.0024229253568270439 0.0031403426534570792 -0.0018005967486446357 -0.0023857407688019868 -0.0029284663103606883 -0.0030936616518342564 -0.001148162509285063 -0.0033173902207898546 0.0028649228363687232 0.0028536547189156299 -0.0012707010302633059 -0.00025630432557636904 0.0016501109354421894 -0.0020633894459047663 0.0014594709714036702 0.0026130575494602787 0.0020045471094270895 -0.00031616694297742498 -0.0025949756483209458 -0.0027504212843913263 -0.0027931919897567141 0.0014532752852125278 -0.003031642715804131 0.0025960391425603889
leaf_weight=7.2920524738728991 8.8696600906550866 2.4333156868815413 55.74417320638895 3.0596955120563569 4.1907367520034304 1.8536156713962544 5.3208057135343543 2.5133194848895064 5.908733703196047 3.7246997058391571 5.1360446587204924 3.8864495418965808 2.7842809110879889 2.6215822473168364 4.991745561361312 5.9058797061443347 8.1259446442127228 5.2269378453493118 6.8658883720636359 9.3690772689878923 6.6476661041378993 3.3926293924450865 3.715578980743885 2.3766232579946509 123.03290420770645 2.7690445072948933 10.192385390400879 3.4659548550844308 2.5961322486400595 3.1671577990055093
leaf_count=91 130 13 489 20 34 11 35 20 46 36 68 40 14 22 28 37 59 30 40 125 34 19 26 16 2245 30 85 23 26 18
internal_value=0 -0.00175184 0.00102696 0.00133086 0.00189474 -0.00225634 -0.000281306 -0.000935326 0.00210098 -0.0023212 -0.000422611 -9.46121e-05 0.00245685 0.000166507 0.000383886 4.93808e-05 -0.000528573 0.00139351 6.5302e-05 -0.000937933 7.86617e-05 0.000435889 -0.000331576 0.00262955 -0.00253885 -0.00146098 -0.00189004 -0.000413641 -0.000718119 -0.000186271
internal_weight=0 202.877 114.304 105.434 78.1128 147.061 27.3212 22.0004 73.922 145.208 55.8158 48.5238 60.9051 44.6373 42.0157 37.024 25.8912 11.1328 20.7551 19.7414 10.3724 13.0169 9.62431 58.1208 125.466 19.4871 16.4274 6.235 13.8892 11.2931
internal_count=3910 2923 987 857 644 2464 213 178 610 2453 459 368 519 328 306 278 211 67 143 195 70 91 72 505 2258 158 138 53 103 77
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 52 12 159 47 52 1 3 3 15 49 3 123 43 16 16 50 2 150 12 16 16 3 43 160 12 4 1 13 1
split_gain=70.7914 17.4151 17.0246 13.9939 7.78299 8.80021 7.42067 6.29314 6.24169 4.92571 4.54288 4.12999 4.70638 3.8968 4.15945 3.78168 3.60296 3.56439 3.52335 3.21902 3.27955 4.62805 2.9773 4.89874 2.9608 2.61979 2.54976 2.65292 2.54657 2.53373
threshold=0.099595000000000017 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.082465000000000024 0.16064500000000001 0.13213500000000003 -0.115685 0.10666500000000002 0.024640000000000006 -0.029304999999999998 -0.15121499999999996 1.0000000180025095e-35 -0.016244999999999996 -0.11807499999999999 -0.53943499999999989 0.11843500000000001 0.11500500000000001 0.084800000000000014 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 -0.14818499999999998 -0.13719999999999996 -1.0000000180025095e-35 0.09112000000000002 0.50541500000000006 0.11866500000000001 -1.0000000180025095e-35 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=2 -2 11 16 5 9 13 18 -9 25 28 -1 19 14 -6 -15 17 -3 22 -13 21 24 -4 -24 -21 -5 27 -27 -11 -14
right_child=1 3 7 4 6 -7 -8 8 -10 10 -12 12 29 15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016848632187974246 -0.0025956589636418909 -0.0015925085670493472 -0.0026415004058558495 0.0031632926741862501 0.0036726553396622722 -0.003171696758518007 0.0034552294522335832 -0.0028962267475548939 0.0004797423733177784 0.0037687648292027442 -0.0022695638840746603 -0.0030502895414963225 -0.00067774371780675085 0.00068211152612607749 -0.00090688037418345808 -0.0034554085930799771 -0.0032620596329027501 0.002814745927215256 0.0022294267849328666 -0.003022681764137601 -0.0032327565247826022 0.0020209891186628746 -0.0034794611965093549 0.0016734255989085773 -0.00027093811127999875 -0.0016100496012557627 0.0034823537574187368 0.0020958435964855511 0.00031640230362614573 0.0020588697662135584
leaf_weight=6.6728845387697211 10.592917665839193 4.7745678201317769 8.2882532142102718 45.153179973363876 2.8299325332045591 2.4999171644449225 4.8230373114347449 111.78083700314164 5.0340221822261801 3.5178350433707237 3.2489827498793584 7.8752383701503268 5.5995838381350023 2.9138435646891594 4.5482935644686231 5.8320639692246914 5.6706667952239513 2.4384287223219872 2.7264297753572455 5.2084204554557809 4.2922943085432044 5.2484431043267294 2.4342039786279202 4.8682908192276964 10.125728778541086 3.0502269491553289 3.793351799249649 3.8357799053192139 4.0348743945360184 6.351123072206974
leaf_count=37 149 46 112 421 20 17 35 2235 23 27 25 91 45 19 42 39 55 17 16 55 62 35 36 29 74 19 32 29 27 41
internal_value=0 0.00102536 -0.00194482 0.00139788 0.00181138 0.00229123 0.000227654 -0.0024973 -0.00275074 0.00249619 0.00066293 -0.000491565 -0.00081646 -0.000737775 0.000849609 -0.00207693 -0.00149321 -0.00010259 -0.000881033 -0.00139778 -0.000874607 -0.000382838 -0.00142497 -4.42309e-05 -0.0012056 0.00285086 0.00152986 0.00045428 0.00192441 0.000776611
internal_weight=0 113.558 186.506 102.965 90.0813 69.1341 20.9472 135.132 116.815 66.6342 10.8017 51.3737 44.7008 16.1241 7.37823 8.74591 12.8837 7.213 18.3172 32.7501 24.8749 20.5826 15.5907 7.30249 15.3341 55.8325 10.6794 6.88601 7.55271 11.9507
internal_count=3910 1019 2891 870 752 597 155 2451 2258 580 79 440 403 120 62 58 118 63 193 317 226 164 177 65 129 501 80 48 54 86
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 12 52 50 47 0 38 4 4 2 1 3 0 48 2 8 12 13 42 3 15 15 51 0 43 1 48 3 123
split_gain=45.1547 12.6461 12.1122 7.92134 7.1729 6.49097 5.89662 5.32021 4.90298 4.8306 4.71119 4.3088 4.12331 3.28438 3.20112 3.67184 3.90396 3.04947 2.96757 2.85375 4.40096 3.2114 4.14006 2.50892 2.34101 2.27016 2.27109 2.2667 2.24333 2.08788
threshold=0.099595000000000017 0.083325000000000024 -0.071274999999999991 -0.42985499999999993 0.11515000000000002 0.09585500000000001 -0.060094999999999989 0.10657000000000001 -0.17479499999999998 0.39574000000000004 0.13215000000000002 0.085990000000000011 -0.016619999999999996 -0.098179999999999976 0.12862000000000004 0.090695000000000012 0.088630000000000014 0.099370000000000014 -0.26418499999999995 0.078965000000000021 -0.12008499999999998 -1.0000000180025095e-35 0.024640000000000006 -1.0000000180025095e-35 0.16242500000000001 -0.073139999999999983 0.13385500000000003 0.13096500000000003 -0.077104999999999993 0.08406000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 5 8 9 -2 -5 18 14 19 -13 29 15 16 -10 23 -3 20 -1 -22 -23 -8 -19 28 -27 -6 -7 -14
right_child=2 6 3 4 27 25 17 -9 10 -11 -12 12 13 -15 -16 -17 -18 24 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018298121982305597 0.0034205163337095359 0.00063652102619548255 -0.0035098947763324605 -0.002984231866504147 -0.0038410043135752255 -0.0012874644201742401 -0.0023738623267052185 -0.00041088378322430878 -0.00091049110731384437 0.0039707573646435177 0.0038033240114910987 0.002897012149490656 -0.00014589328019884765 -0.0024888305441686971 -0.0020735858039055933 0.0025797233762738098 0.0038735448434004164 -0.0037453667820114235 -0.0032177905995425431 -0.0032694573727064693 -0.0034029621564600756 0.0017864231694256765 -0.0037039341290475529 0.0012483864517236994 0.00096808229557381617 -0.0031294938986155636 0.0010272648976462121 -2.4218000967306917e-05 0.0037794245617288752 0.0031093335724751751
leaf_weight=4.8291362337768122 22.513374030590061 2.2648937031626692 6.0428206399083129 2.5092353299260131 5.0354558527469626 2.2838560417294507 2.9435534067451954 4.8679041117429724 9.0195959955453926 1.074806585907935 9.8102982044219953 5.3318797871470478 11.40573298931122 5.839264161884782 3.0566960573196402 15.311152853071688 2.381086900830268 5.074378576129674 84.959457416087389 8.0364728271961194 7.1384350843727615 4.2225391231477234 2.3670287802815437 7.4731749780476111 1.5099757760763166 6.5033184103667718 1.8686713799834249 2.60851925984025 1.6710751615464676 2.6889985278248796
leaf_count=29 285 12 123 20 60 27 33 29 69 8 111 38 78 68 18 145 22 93 2157 113 105 37 36 51 12 57 16 21 16 21
internal_value=0 -0.00202481 0.000872729 0.000122223 0.00047589 0.000899341 -0.00268636 0.00273936 0.0015205 -0.00303143 0.00180609 -0.000681531 0.000301219 -0.000393096 0.0011479 0.00151654 8.86776e-05 -0.000894167 -0.00311771 -0.00161521 -0.000898818 -0.00185868 -0.00018576 0.000224813 -0.00266444 -0.00122149 -0.00220168 -0.00253852 0.000853446 0.00047514
internal_weight=0 157.16 95.4831 68.1018 62.059 54.415 105.3 27.3813 42.0881 88.2992 39.5788 51.8595 25.2659 19.934 29.7685 26.7118 11.4007 17.0011 87.2244 26.5936 18.5571 13.728 6.58957 10.4167 6.58435 12.3269 8.37199 7.64398 3.95493 14.0947
internal_count=3910 2891 1019 705 582 501 2366 314 385 2177 365 525 205 167 254 236 91 189 2169 320 207 178 73 84 105 116 73 81 43 99
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 12 52 47 15 50 3 3 376 1 16 14 132 376 148 1 150 48 484 13 150 2 2 3 43 160 149 148 376 0
split_gain=71.6501 18.7457 18.2819 13.9424 8.33004 6.24922 6.15293 6.20776 5.91477 6.53693 4.44012 4.28178 5.58608 5.20277 5.54253 4.22311 3.9399 3.47315 3.38191 3.08848 4.46138 2.56619 2.53162 4.63408 2.39077 3.92773 2.21788 2.61671 1.89273 1.76414
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.081905000000000019 0.085950000000000013 0.11843500000000001 -0.115685 0.10666500000000002 0.081270000000000023 0.14000500000000002 -0.53943499999999989 0.077685000000000018 0.080815000000000012 0.048695000000000009 -0.027139999999999994 0.12864500000000004 0.084800000000000014 0.12862000000000004 0.073820000000000011 -0.10939499999999998 0.083205000000000015 0.092175000000000021 0.083945000000000006 0.076695000000000013 -0.07526999999999999 -1.0000000180025095e-35 0.099660000000000012 -0.080629999999999993 0.085185000000000025 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 17 16 29 9 10 -5 12 13 14 -1 -6 18 26 -3 -16 22 -22 23 -21 25 -12 27 -4 -15 -8
right_child=2 6 3 8 15 -7 7 -9 -10 -11 24 -13 -14 28 19 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026680950773374039 -0.0022704713947236206 -0.0019504382579039082 0.00020866868546152396 0.0014635040099612074 -0.0018356575854447661 -0.0013352247771305057 -0.00070537816941251808 0.00041963982644408669 0.0025933752606412544 0.0027740820415205199 -0.0028174245952556089 -0.0030754662428906349 0.0024479446182116725 0.0027059384202578955 0.0012956972803008485 0.0013621146009780709 0.0021746708003187172 -0.00066654283835049276 0.00077931152320650447 -0.0022865041120074324 -0.00080135665393163999 0.0022469444067218969 -0.0024946319020561374 0.0022381653476274822 -0.0025968375836593009 0.0011832809035725901 9.3660251629048999e-05 0.0026901971740995725 0.00017641378073847354 -0.0025492199705673593
leaf_weight=2.7082279101014128 10.568191625177858 11.504685271531345 2.9206496477127066 3.1304618716239991 5.4785005971789342 3.1731830462813368 3.4938766732811919 4.9922103136777869 3.8799619898200026 2.8932052850723258 2.9184615649282932 3.5014491453766814 4.8536027222871772 3.9288372993469229 3.1045744568109503 5.2981333136558533 2.5550041049718848 2.4097481071948996 3.9852492585778228 3.9258105233311715 5.1103703901171675 2.7813578210771084 16.152476653456688 2.3658657558262348 10.527314610779278 3.5436747893691178 2.4743351787328711 54.189685009419918 3.790397934615612 107.75496071577072
leaf_count=18 149 154 22 22 43 27 46 23 30 20 32 34 30 23 25 36 16 13 23 39 36 16 179 15 93 23 20 489 25 2189
internal_value=0 -0.00164602 0.000928057 0.00125676 0.00181632 0.00216026 -0.00215092 -0.0023663 -0.00032341 -0.000815173 -0.0013313 -0.000347746 -0.000151714 -0.000439343 -0.000845755 -0.000263532 -0.00076349 0.00233918 -0.00124813 -0.00113033 -0.00137861 0.000272985 -0.00195934 -0.000585088 -0.00184627 -0.000623537 0.00246074 0.00256329 0.00146386 -0.00249131
internal_weight=0 186.509 113.406 102.837 75.9442 65.1676 134.286 116.241 26.8931 23.0131 20.1199 52.223 48.7215 43.8679 36.1487 10.7766 18.0449 61.9944 15.4899 33.4405 30.3359 7.89173 22.4442 6.29168 16.9895 6.46214 59.5847 57.1103 7.71924 111.249
internal_count=3910 2891 1019 870 650 571 2451 2258 220 190 170 440 406 376 328 79 193 544 177 310 285 52 233 54 148 55 531 511 48 2235
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 12 52 159 38 3 2 49 13 14 132 376 148 8 14 484 51 457 11 43 50 43 150 13 2 3 1 42 43
split_gain=52.6308 14.1254 13.308 8.70507 7.62507 5.81718 5.66761 5.57448 7.66044 5.57235 3.6706 4.49355 3.9286 4.25392 3.40578 3.13839 4.07568 3.10954 3.31012 2.91838 3.38536 2.86953 2.88479 2.63167 3.67569 2.28051 3.57926 2.2006 1.99797 1.91352
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 -0.42985499999999993 -1.0000000180025095e-35 0.13219500000000003 -0.115685 0.090695000000000012 0.27772500000000006 -0.17606499999999997 0.077685000000000018 0.080815000000000012 0.048695000000000009 -0.027139999999999994 0.088630000000000014 0.073890000000000011 -1.0000000180025095e-35 -0.07742499999999998 -0.0034949999999999994 0.080455000000000013 -0.13719999999999996 0.10481500000000002 -0.039954999999999997 0.083205000000000015 -0.10241499999999999 0.083945000000000006 0.076695000000000013 0.13084000000000004 -0.0060199999999999993 -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 10 5 -4 21 28 15 14 17 -8 11 12 13 -1 27 16 -3 -9 -19 20 -18 22 -5 24 -15 26 -26 -6 -2 -11
right_child=2 6 3 4 7 -7 9 8 -10 29 -12 -13 -14 23 -16 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023788767614564277 0.00043774079018916447 -0.0028996565839727335 -0.0026290846439328323 -0.0020166164400648259 -0.0013632444285035985 -0.0021357456766265969 2.3858622675268295e-05 -0.00033705029686406884 -0.0024765920397246 0.00062930828289873317 -0.0029744820403875159 0.0021349678908447987 0.0011619492995775926 0.0011179004014850778 0.0021754888251632881 -0.0026628273540277051 -0.00086993174799180749 -0.00034521854607453173 0.0022501798964497163 -0.0016264994672158879 0.0025317361475602302 -0.0028628016267355531 0.0018578540676457301 0.00018243563340847842 -0.0021373170747884256 -0.002388119842526743 0.0017734180873916284 0.0007071877071444056 0.0026380025247970899 -0.0024246607283056115
leaf_weight=2.3366545066237441 2.8332978188991609 2.605921022593976 6.3476505763828746 2.5154249258339405 11.339841198176147 1.8485778123140324 6.3200961872935286 4.1732034869492045 2.9881908372044554 1.2814032770693291 3.2315861806273452 4.4409687370061866 7.2587229385972014 2.9009980633854928 2.8224300593137732 3.8467128649353972 2.7841744534671307 3.4218786731362369 26.279137596487999 2.7756048627197742 5.1126175783574581 5.1874493658542633 2.2369582988321763 7.5570438653230658 3.6097008772194412 14.801035881042479 2.4010552056133747 4.3863477185368529 24.798225685954094 93.459701530635357
leaf_count=18 25 33 123 27 92 10 34 38 24 16 34 30 48 24 25 70 34 30 237 29 27 61 15 53 39 179 15 33 279 2208
internal_value=0 -0.00154605 0.000723291 0.000146052 0.000415606 0.0021272 -0.00200906 0.000774711 0.00133318 -0.00223281 -0.000418644 -0.000236342 -0.00049404 -0.00085172 -0.000335165 -0.000688593 -0.000116659 0.00166926 0.00195116 0.000562876 0.00133241 -0.00158628 -0.000192894 -0.00109313 -0.00149964 -0.0018645 -0.000575136 -0.00078576 0.00241239 -0.00238335
internal_weight=0 166.724 101.179 71.6985 65.3509 29.4801 118.186 55.411 36.8624 101.061 48.5378 45.3062 40.8652 33.6065 18.5486 17.125 13.2783 33.8742 29.701 10.6724 7.89679 9.93983 4.75238 31.2698 23.7128 20.8118 6.01076 15.7262 27.6315 94.7411
internal_count=3910 2891 1019 705 582 314 2451 479 329 2258 440 406 376 328 150 193 123 305 267 90 61 103 42 310 257 233 54 125 304 2224
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 4 48 12 151 2 2 0 13 13 3 3 13 48 3 50 157 40 160 4 50 12 0 52 150 47 51 4 2 0
split_gain=65.105 18.4763 14.345 10.5991 7.90581 6.95736 7.06091 6.45867 5.6748 5.5079 5.22743 4.80418 4.76782 4.72867 4.11786 3.71384 3.53432 3.40281 2.9748 3.97617 2.94995 2.92352 2.83276 2.63528 2.5449 2.47511 2.37513 1.95603 1.77252 2.91253
threshold=0.094485000000000013 0.27020000000000005 0.016865000000000002 0.080120000000000011 -0.24440499999999998 -1.0000000180025095e-35 0.12238000000000002 -0.15291499999999997 -1.0000000180025095e-35 -0.10241499999999999 -0.097604999999999983 0.0066850000000000008 -0.094129999999999978 0.085090000000000013 -0.15121499999999996 0.11901000000000002 -0.079129999999999992 0.0034800000000000005 -1.0000000180025095e-35 -0.0017649999999999999 0.041865000000000006 0.084885000000000002 -0.14136999999999997 -0.082174999999999984 0.090145000000000017 0.11861000000000001 -0.09021499999999999 -0.030814999999999995 0.092745000000000008 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 14 -3 -2 12 -4 21 20 13 -10 -7 26 -1 25 27 -14 -18 23 22 -9 -5 -20 -21 -6 -11 -16 29 -24
right_child=1 4 7 9 15 6 -8 8 11 10 -12 -13 17 -15 16 -17 18 -19 19 24 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001237783718208931 0.0019182177573079421 -0.0020227101252683921 -0.00097542644871472818 -0.0023351584457605642 0.0023562953810700371 0.00086559296651011249 0.0021267421129788234 0.0025943946498004421 0.0014674273578845422 0.00073687139828648945 -0.0023658729127664781 -0.0021880427050558295 -0.0020836956875865112 0.0013213661977495379 -0.00053428201555068473 -0.00057997808779290075 -0.0025572456823056431 0.0010349994807836989 -0.0014142940692023348 -0.0022589188479719734 -0.0026593713866168919 -0.00047819703701675205 0.0011290089491434773 0.0012977197524296053 0.00021485836144972687 0.00013512206171824217 -0.0019869979302201959 0.0019265646977421327 0.0013634274973195614 -0.0027206243311319093
leaf_weight=5.8619311228394499 4.1196283623576155 2.8240133896470061 6.8174795582890502 2.5092666037380686 38.91117862612009 3.9011473543941966 3.0676307976245871 16.957322597503666 4.7382422871887702 2.0477734804153469 91.116681851446629 3.3937238976359367 29.705698087811474 3.8338594213128081 3.8868875466287136 2.8237157315015784 7.1898475214839008 2.0575099363923064 2.9621510840952396 9.5080414712429029 3.1503135636448851 1.8933523707091797 2.3362502641975862 5.8873738199472445 3.0117665603756896 2.9698783084750167 12.558579578995703 3.2720389626920214 5.3557517863810062 2.011688519269228
leaf_count=32 31 22 38 31 367 27 23 160 37 19 1963 31 382 34 36 18 88 13 31 111 45 18 18 39 19 20 181 20 29 27
internal_value=0 0.000634067 -7.82611e-05 -0.00160963 0.00178287 -0.000979307 -0.0012875 0.00106408 0.00157939 -0.00195101 -0.00213542 -5.81147e-05 -0.00158117 -0.00099668 -0.000584013 0.00202327 -0.000883 -0.00188168 -0.00125235 -0.000813314 -0.000635972 0.00228579 -0.000114039 0.000389943 -0.00166383 0.00219879 -0.00160512 0.000590466 0.000460317 -0.000652125
internal_weight=0 124.181 76.6517 166.5 47.5288 42.8516 38.732 33.8001 26.9826 124.92 109.557 8.13197 35.6644 18.4402 41.58 44.7048 35.7181 31.7632 28.5592 21.3693 15.3633 18.8507 12.213 8.84952 12.5198 41.8811 14.6064 7.15893 9.70369 4.34794
internal_count=3910 1187 760 2723 427 476 445 284 246 2347 2197 68 422 234 376 405 344 395 288 200 150 178 105 70 130 387 200 56 74 45
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 4 150 3 3 151 9 150 1 14 484 13 13 50 43 13 41 151 51 13 456 13 132 475 52 455 160 4 3 47
split_gain=45.4118 14.4007 10.6369 8.76784 11.1294 7.36336 5.4415 6.84678 5.37729 4.71052 5.01151 3.52657 4.53064 3.39688 3.37015 3.35134 3.27858 3.05706 3.70441 2.88969 2.68598 3.49631 3.28801 2.48411 2.61724 2.36314 2.23566 2.47896 2.493 1.98572
threshold=0.094485000000000013 0.27020000000000005 1.0000000180025095e-35 -0.115685 -0.032959999999999996 -0.24440499999999998 -1.0000000180025095e-35 -0.07718499999999999 0.13026000000000001 0.077685000000000018 -1.0000000180025095e-35 -0.052124999999999998 0.14810000000000004 0.11901000000000002 -0.073684999999999987 0.10153000000000002 0.078150000000000011 -0.0095999999999999992 0.08482000000000002 -0.17606499999999997 0.086210000000000023 -0.080649999999999986 0.084925000000000014 -0.071179999999999979 -0.087604999999999988 0.088355000000000003 -0.080734999999999987 -0.0010999999999999996 0.076695000000000013 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 19 -3 -2 -8 20 10 -1 -10 -13 29 -6 16 -12 25 -19 -5 21 -9 -23 -16 -25 -4 -26 -28 -29 -7
right_child=1 5 17 4 14 13 7 8 11 -11 15 12 -14 -15 23 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.0037116918496599986 0.0034544464213440412 -0.0028833000789722139 0.0034409070789197926 0.0071508918913402017 0.0012751722055966599 0.0030244899351809704 0.0028090272051693671 -0.00012946260209933328 0.0036474076937634287 -0.0034411480156803062 0.0034264953487286023 -0.0030728648681154413 0.0024043904061072504 -0.00094272384989193343 0.0010412414917795152 -0.00077081297832796839 -0.00048821280140708037 -0.0026318695032348915 0.0020694823473431127 -0.0030324675723611876 -0.0060887013577520521 -0.0029190273734893591 0.0018084073416581928 -0.0036598487078302534 -0.0036560683969441899 -0.00034471027543457502 0.00098206163254617408 -0.0034667903891444107 -0.00022973432387300908 -0.00015602372851885354
leaf_weight=2.5687325745821061 2.6632485985755912 2.7024035826325408 10.016245789825918 0.28515855222940345 6.2495547123253337 33.193630024790764 3.8989086002111426 7.7445373758673659 2.6810285672545433 3.8464693389832965 7.0277676396071929 3.5960161276161653 2.6943277940154076 2.6102614328265181 3.9186777509748962 6.1721173152327529 3.164490208029747 2.8767267651855937 4.2124495208263397 85.092080183327198 1.7226405069231976 22.208305068314083 1.609265524893998 5.3974580988287952 3.0163493305444815 2.0212035477161399 5.9029380865395131 4.2850419171154339 5.5946800075471401 2.1306169331073752
leaf_count=34 25 22 104 2 46 370 38 67 23 72 43 32 20 18 33 53 27 24 36 2155 17 336 19 76 38 19 39 68 37 17
internal_value=0 0.000706148 -0.000193302 -0.00203526 -0.00238075 0.00221003 -0.000984233 -0.00124036 -0.00161399 -0.000219165 0.000435416 0.000580396 -0.000726805 0.00257287 -0.000846098 0.00108639 0.00221106 0.00182545 0.000161714 -0.00299846 -0.00220545 -0.0019935 -0.00259961 -0.00131762 -0.00169965 0.00280527 -0.00113685 -0.000655376 -0.00163371 0.00283265
internal_weight=0 108.582 67.9449 142.522 119.742 40.6369 48.8183 46.155 42.2561 22.7796 18.9331 8.97137 6.29034 37.9345 34.3647 16.3644 10.1923 19.1266 7.08918 85.3772 33.2847 31.5621 23.8176 28.1151 24.1965 12.0374 18.799 15.7827 9.87972 35.3242
internal_count=3910 1187 760 2723 2494 427 577 552 514 229 157 75 52 405 337 123 70 183 60 2157 439 422 355 291 258 123 182 144 105 387
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 12 52 47 15 3 3 52 376 1 14 132 13 148 52 49 150 16 40 484 43 160 151 12 124 1 48 0 42 43
split_gain=59.2781 16.5325 15.1764 11.5291 7.44514 5.95196 6.05831 5.13085 5.09226 5.4683 3.96475 4.66412 4.06048 4.48491 3.89619 3.58455 3.5425 3.26325 3.04297 2.93831 2.81082 3.85911 2.63541 2.45798 2.3425 2.05509 2.02449 1.97111 2.76623 1.83001
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.081905000000000019 0.085950000000000013 -0.115685 0.10666500000000002 0.18936500000000003 0.081270000000000023 0.14000500000000002 0.077685000000000018 0.080815000000000012 -0.089899999999999994 -0.027139999999999994 0.016565000000000003 -0.14750499999999997 0.084800000000000014 -0.53943499999999989 -0.083709999999999993 0.073820000000000011 -0.07526999999999999 -1.0000000180025095e-35 -0.086769999999999986 0.09112000000000002 -1.0000000180025095e-35 0.11931500000000002 0.099575000000000011 -0.11524 1.0000000180025095e-35 -0.50749999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 7 16 27 23 9 17 11 12 24 -14 15 -6 19 -5 -15 -3 21 -19 -20 -4 -1 -25 -24 28 -7 -29
right_child=2 5 3 8 14 6 -8 -9 -10 -11 -12 -13 13 18 -16 -17 -18 20 22 -21 -22 -23 26 25 -26 -27 -28 29 -30 -31
leaf_value=0.0033847302959873942 -0.0023085613546544566 -0.0019729559111506677 0.0027171380611620433 0.001275763109506721 0.0023125825954334362 -0.0029766140908089015 0.00049914543404470729 -0.00054384640755956136 0.0026783718640269738 0.0028324224800642651 -0.0032276395829995254 0.0024328578612458156 0.0027827041157887484 0.0016280200256372759 -0.0029973454980232084 -0.0015256809830366555 0.0021903147910828508 -0.0027424445654084658 0.0011051523750112613 0.00077066130625045876 -0.0026559631800006397 0.0016358273992251103 -0.0017651185702363089 3.9710629701672198e-05 6.9320011400022626e-06 0.0024614601575570698 0.0010396568575492748 0.00050266580310157289 0.0021009839019195242 -0.0027035657653305925
leaf_weight=2.937503457069397 9.4971707090735418 10.639968212693931 45.146893680095673 3.067434608936316 4.3864759430289268 1.6041095070540898 4.9193748831748954 4.5744532682001582 3.668120175600051 2.7061253935098639 3.2142416387796393 4.748646840453147 2.4492234215140334 2.905404455959796 2.8226241730153561 3.0222480557858926 2.6238107904791823 2.6635787039995193 3.0605429932475117 3.931420385837554 10.024075008928769 3.333387508988392 24.786293130367998 5.1587120518088323 3.1068648211657992 5.1491979137063026 2.0490542091429225 1.3281411081552494 1.5529552362859247 91.723538566380739
leaf_count=20 149 154 449 22 30 25 23 39 30 20 34 30 17 21 23 26 16 32 19 23 93 23 253 35 31 48 15 16 21 2173
internal_value=0 -0.00163583 0.000961193 0.0012856 0.00185217 -0.00218541 -0.00243621 0.00221662 -0.000277765 -0.000775294 -0.000315686 -0.000112406 -0.000405095 -0.000757224 -0.000286109 0.000746836 -0.000710397 -0.00128675 -0.00102155 -0.00123272 -0.00177738 -0.000308801 -0.00127904 0.00244433 0.00164851 0.00124947 -0.00155096 -0.0025863 -0.000478952 -0.0026578
internal_weight=0 167.581 105.22 95.7233 70.2606 118.323 101.128 60.0293 25.4627 21.7946 49.2578 46.0435 41.2949 35.2505 10.2313 7.40872 17.1952 19.0885 32.8013 14.5714 16.021 5.99697 29.8959 55.4548 6.04437 10.3079 26.8353 96.2087 3.15706 93.0517
internal_count=3910 2891 1019 870 650 2451 2258 571 220 190 440 406 376 325 79 56 193 170 308 177 148 55 287 532 51 83 268 2235 46 2189
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=12 4 13 1 49 14 52 132 47 48 52 4 150 151 0 160 1 2 2 52 159 15 16 16 49 12 43 16 1 15
split_gain=42.772 15.8543 12.0397 9.62939 7.87848 6.77282 6.26107 5.74532 5.31375 6.32996 4.56965 4.04866 4.71021 3.83048 3.17968 2.8799 5.77806 2.83385 2.80938 2.74715 3.19884 2.48207 2.37634 3.34686 2.11722 2.84274 2.81754 2.06419 1.94376 1.93572
threshold=0.080120000000000011 0.17888000000000001 -0.00059999999999999995 0.084795000000000023 -0.062504999999999991 0.019255000000000005 0.12539500000000003 0.087875000000000023 0.081320000000000017 0.10417000000000001 -0.048794999999999991 0.25367000000000006 -1.0000000180025095e-35 -0.086909999999999987 -0.06402999999999999 0.084100000000000022 0.11866500000000001 0.10217500000000002 0.084145000000000011 -0.092854999999999979 -1.0000000180025095e-35 -0.035939999999999993 -0.17157499999999998 -0.30307999999999996 0.090775000000000008 0.099370000000000014 -0.0086649999999999974 0.51388000000000011 0.11866500000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 21 10 8 24 11 -5 -10 15 13 -13 -4 22 16 -2 18 27 -15 -21 -1 23 -6 26 -26 -3 -16 -28 -22
right_child=1 6 7 5 14 -7 -8 -9 9 -11 -12 12 -14 19 17 -17 -18 -19 -20 20 29 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0032212751474731097 -0.0035459523014016434 0.0038457912578844654 0.0014624847345382662 0.0031651645101439321 -0.0032323739269283225 -0.0035662208648544152 -0.0030494698048084551 0.0032648976703166781 -0.0013810253090582175 0.003540313954862337 -0.0021493938699212274 -0.0024869773670413127 0.0018231033997069628 -0.0028781286277750227 -0.003443460382509156 0.0035957735636634462 0.0035070901637019509 -0.0027100406197113195 0.00067487707194848216 -0.0029191350946037062 -0.0025287095125558125 0.00019594437131782838 -0.002946619522844337 0.0034882911811358721 -0.0030830001266430639 0.0024428890296624541 -0.00017640990891692841 0.00074816989324185063 0.0027151507599013748 3.1959027176315015e-05
leaf_weight=3.4409841820597649 2.1846909075975418 4.4195055328309563 4.9233616702258578 30.843856506049633 1.4141414202749729 1.6891900226473797 3.5136766955256453 3.852124147117137 5.7568362951278669 3.9594153165817261 5.5000381208956224 2.9014660120010367 10.555789515376089 8.1861190162599033 3.7007525302469748 3.2026448212563992 1.9943131282925604 10.546134330332277 6.8581163063645363 5.5143915973603717 3.1176221780478945 4.2821351736783972 76.892520073801279 1.2557082809507838 1.9793493375182145 1.4461613744497297 5.514338932931425 1.4747975654900072 3.3570453375577927 17.659582257270824
leaf_count=62 30 38 34 364 25 13 52 33 39 37 95 26 106 113 54 24 19 210 50 59 31 35 2075 17 31 16 45 19 31 127
internal_value=0 -0.00185991 0.000677262 0.00174944 -0.00229008 0.00231173 0.00058597 -0.000267527 0.00255653 0.000624442 -8.21582e-05 -0.000524958 0.000893824 -0.00100954 -0.00256854 0.00145813 -0.000180084 -0.00157628 -0.000582666 -0.00136254 -0.000890643 -0.00132657 -0.00285014 -7.14489e-05 0.00135012 -0.000750114 0.00189142 -0.00224904 0.000917794 -0.00035227
internal_weight=0 135.254 106.683 49.9724 115.024 42.2493 20.2301 56.7105 40.5601 9.71625 12.8817 52.8583 13.4573 39.4011 102.142 7.38165 4.179 22.5798 12.0337 34.4777 26.2916 7.72312 79.5624 2.66985 16.7164 3.42551 13.2909 5.17555 8.87138 20.7772
internal_count=3910 2831 1079 550 2618 453 213 529 440 76 168 496 132 364 2450 73 49 333 123 330 217 97 2117 42 161 47 114 73 76 158
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=12 4 4 14 49 43 3 150 13 52 16 160 1 46 16 0 160 0 4 133 2 0 43 0 1 0 2 0 14 38
split_gain=37.4783 14.1796 10.7748 7.91815 7.65299 7.05493 6.07474 5.91225 5.51129 5.45694 4.37767 4.31631 4.64771 3.80609 3.63754 3.56493 3.09138 3.01002 4.58368 2.96654 2.67399 2.34311 2.28752 3.33288 3.06175 2.27147 4.07568 2.25877 4.67137 2.15575
threshold=0.080120000000000011 0.15045000000000003 0.27223000000000003 0.077685000000000018 -0.062504999999999991 -0.049504999999999987 0.30601500000000009 -1.0000000180025095e-35 0.28269500000000009 0.12539500000000003 0.15737500000000001 0.084100000000000022 0.12730000000000002 0.092020000000000005 -0.0092949999999999994 -0.06402999999999999 -1.0000000180025095e-35 -0.18087499999999998 -1.0000000180025095e-35 -0.0087799999999999979 0.10217500000000002 0.16242500000000001 -0.011154999999999998 -0.11756999999999999 0.085835000000000009 -0.053834999999999994 0.091985000000000011 -0.13027499999999997 0.073890000000000011 0.083695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 11 8 10 -4 29 22 14 12 -2 -8 16 27 -7 -16 -19 -18 25 -22 23 -3 -24 -17 -27 28 -6 -1
right_child=1 9 7 -5 15 6 13 -9 -10 -11 -12 -13 -14 -15 17 20 19 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027190224129122207 -0.0023821343475405512 -0.00026194672553322377 -0.0019325024550411222 -0.0042143233389020885 0.003345997260257133 -0.0033181032863999608 0.0036343779719649281 0.0029334523678277158 -0.0019740388852844772 -0.0031904032906329262 -0.0031702873762136734 0.0030578911997239432 0.0036531686449791678 -0.0015833004731334525 0.0041956434265102331 0.0022645885536688457 -0.0034841617503364205 0.0019477985292764397 -0.0035972702145661553 0.00015950685956217362 -0.0033403749384324265 0.0020540299074149342 -0.0026412246847970049 0.004634567344912818 0.0013299771500396719 -0.0032314424649381428 0.0010751317935958195 -0.0032134455693840647 -0.0034083342378086784 -0.00068825421921647344
leaf_weight=18.478997346013792 6.8868616297841054 2.299513079226017 2.9052939340472248 4.2633005715906611 1.7094612047076214 5.190152324736121 5.4511130414903155 24.520144660025835 3.5764467306435099 3.458281233906745 7.4083547964692107 3.4465274810791007 1.644250728189945 1.983550891280174 2.6046410128474236 2.4109286554157725 2.802887868136172 4.7527538053691387 2.3017996959388274 13.616732019931074 8.7001350503414834 0.92685660347342569 2.6664507202804097 3.8962506949901625 8.3254146091639978 4.9741716384887713 4.2300423979759216 67.992148570716381 2.8262112811207771 2.1571244932711116
leaf_count=187 115 22 28 45 14 58 64 311 30 56 108 29 18 14 14 34 37 34 31 95 199 5 45 42 73 58 30 2026 65 23
internal_value=0 -0.00193866 0.000689339 5.37294e-05 -0.00241599 0.000312473 -0.000427776 0.00241798 0.00172225 0.000506235 -0.000941029 1.1722e-05 -0.00121892 0.00224231 -0.000412865 -0.0027261 -0.00114833 0.00123254 0.000138522 -0.00046248 -0.00156406 -0.00282102 0.00125003 0.00281726 0.000366627 -0.000522261 -0.00125224 -0.00306644 -0.000862677 0.00236285
internal_weight=0 126.394 102.013 74.5879 105.748 70.3246 46.112 27.4254 24.2126 20.6459 38.6773 11.9776 8.53111 7.43466 31.269 93.77 21.6098 9.65919 7.05455 16.4196 21.2421 9.62699 17.1876 6.19576 10.9919 11.6151 9.20421 72.5278 4.53567 20.6361
internal_count=3910 2831 1079 740 2593 695 455 339 240 238 377 162 133 78 269 2431 190 79 65 132 326 204 182 64 118 122 88 2105 79 210
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=12 4 13 1 49 14 132 52 47 48 0 484 1373 4 160 2 47 1 457 15 2 160 43 160 3 13 403 43 1 0
split_gain=32.7746 12.7288 9.60672 7.87238 7.02351 5.1733 4.73802 4.67895 4.58034 5.2219 3.60325 3.55687 3.86474 4.38809 3.50861 4.17689 3.24173 3.70668 3.52603 3.71827 3.27459 4.28714 2.62827 3.84495 4.01555 2.29007 2.23049 2.76698 2.6033 2.16068
threshold=0.080120000000000011 0.15045000000000003 -0.00059999999999999995 0.084795000000000023 -0.062504999999999991 0.019255000000000005 0.087875000000000023 0.12539500000000003 0.081320000000000017 0.10417000000000001 -0.06402999999999999 -0.0043499999999999988 0.09586500000000002 -0.44477499999999992 0.084100000000000022 0.12330500000000001 0.09252500000000001 0.077800000000000022 0.41137000000000007 0.083185000000000023 -0.018734999999999998 -0.077849999999999989 -0.074254999999999988 -0.080734999999999987 -0.075679999999999983 -0.10241499999999999 -0.080184999999999992 -0.010629999999999999 0.11774500000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 14 8 11 26 -5 -10 29 -4 13 -13 15 -2 17 -15 19 20 -19 -22 23 -12 -25 -24 -3 28 -28 -6
right_child=1 7 6 5 10 -7 -8 -9 9 -11 22 12 -14 16 -16 -17 -18 18 -20 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0012128391800069666 -0.0021335880866141361 -0.0022196415516508592 -0.0024666058184722307 0.0029841944289689471 -0.00074902379731541565 -0.0028441789900107281 0.0030599450344145516 -0.0027992891148631354 -0.0011857600197733762 0.0033735185082624385 0.0038324206565130297 -0.0024573762318116196 -0.0038565202067172072 -0.0018885603889004208 0.0024467575884545237 0.0030526217758588864 -0.0014516452730858713 -0.0012382708804970267 -0.0014802051613565491 -0.0017352969246178409 0.00014040000611023937 0.0034473740037551806 -0.00018094316326760522 -0.0025693826401136455 0.0037249144550636909 -0.0028423244660796742 0.0053423808569847365 0.00050920711738121555 0.0011453133092257559 -0.0028860817504096901
leaf_weight=7.163142528384923 6.3771589882671815 1.6173174642026467 6.6674209684133521 26.492548488080502 4.3223933409899464 1.702406808733939 3.4527582973241797 3.2264041714370242 5.5528640300035459 3.4967760555446148 1.7805613838136194 5.2437638081610194 2.3008148632943621 3.7293204106390503 3.5091466978192321 1.6747063435614107 6.5271299518644801 2.2068294249475064 3.513136312365531 2.4200573563575736 4.6008563525974902 12.298770930618037 3.8617966137826452 3.8893591854721303 1.11355737037957 9.6927680857479537 2.4230348765850112 10.131087098270649 2.6348802112042904 62.042113887146115
leaf_count=97 112 28 69 364 79 13 33 56 39 37 12 75 20 42 29 21 62 29 24 20 44 111 22 70 17 205 21 108 25 2026
internal_value=0 -0.00169891 0.000590494 0.00159299 -0.00213176 0.00213263 -0.000250104 0.000424299 0.00237101 0.000575943 -0.00241707 -0.000480951 -0.000171918 3.71996e-05 7.96175e-06 -0.00105491 0.000407806 0.00082968 0.00123453 0.00167757 0.00210985 0.00254706 -0.00134085 0.00014425 -0.00116839 -0.00208408 0.00104315 0.00139057 0.00315595 -0.00274689
internal_weight=0 118.296 97.3686 44.4077 98.2636 37.2446 52.9609 20.0327 35.5422 9.04964 86.7025 49.5081 42.8407 40.5399 11.561 8.05187 35.2961 28.769 25.0397 21.5265 19.1065 16.8996 20.338 6.78348 5.00292 13.5546 16.8063 15.189 5.05792 66.3645
internal_count=3910 2831 1079 550 2593 453 529 238 440 76 2431 496 427 407 162 133 332 270 228 204 184 155 326 99 87 227 182 154 46 2105
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 52 47 15 3 3 50 376 1 48 3 123 1 150 16 475 16 43 160 484 123 1 148 149 42 160 4 4 0
split_gain=59.6548 15.4886 14.4274 11.5884 7.21743 5.6861 6.21831 5.59867 4.89438 5.28857 3.82385 3.67107 4.28661 3.47627 3.42162 3.15447 3.98953 3.01963 2.57282 3.57671 2.45643 2.30757 3.1842 2.21429 2.3049 1.89079 2.13589 1.97618 4.33994 1.83914
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.081905000000000019 0.085950000000000013 -0.115685 0.10666500000000002 0.11843500000000001 0.081270000000000023 0.14000500000000002 0.12862000000000004 -0.15121499999999996 1.0000000180025095e-35 0.12864500000000004 0.084800000000000014 0.081265000000000018 -0.061639999999999993 -0.53943499999999989 -0.07526999999999999 -1.0000000180025095e-35 0.073820000000000011 0.084780000000000008 0.09112000000000002 -0.080629999999999993 0.099335000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0057500000000000008 -0.0017649999999999999 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 7 14 -7 10 9 17 23 -1 15 -6 20 16 -13 -5 19 -19 29 -14 -23 -4 -25 -18 -27 28 -28 -3
right_child=2 5 3 8 13 6 -8 -9 -10 -11 -12 12 21 -15 -16 -17 25 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0012470649333240658 -0.0018589584033802803 -0.0023563722953252215 0.00017621588064163239 0.00092717792273932273 -0.0015226360781384824 -0.0021132038905748592 0.00045110490180228294 -0.0011228397745606598 0.0021416916014493042 0.0022633276796491862 -0.00080369927410811322 0.001346416358475537 0.0020611093741271617 0.0010920590418242312 0.0017398830861026001 -0.0024475986456812798 -0.0025015170280259626 -0.0022138139286393809 -0.0021231358828805872 0.0012021212307888138 0.00046337821407045339 -0.001476526530599394 0.0013960377121678379 0.0022698520403063127 -2.5538746955832319e-05 -0.0019719789039655865 0.00068948821855722661 0.00083044511258632912 -0.0025899926872334574 -0.00047841581049806584
leaf_weight=6.4404954686760894 9.2832320109009725 6.2061572000384331 2.8788970112800589 3.1807063966989579 5.1003627814352495 96.111710168421268 4.863791123032569 3.0701980888843527 3.6163000240921965 2.7009366899728766 2.3745849654078475 4.1687419526279035 3.6864615902304632 4.862456850707531 2.5779836326837531 5.7491375394165507 3.5217821262776949 2.6768160872161388 9.9928542152047086 3.4151067957282182 3.9421108253300181 3.8691448159515858 3.6916022598743439 49.300450958311558 2.2388756647706023 4.8945514895021995 3.9632905572652879 5.0165842995047569 3.9387945458292757 4.337083503603937
leaf_count=37 149 120 24 22 43 2235 23 27 30 20 13 27 23 36 16 82 50 32 93 23 23 38 25 487 20 58 28 34 38 34
internal_value=0 -0.00135615 0.000774239 0.00103045 0.0014972 -0.00179006 -0.00198969 0.0017874 -0.000243508 -0.00063618 0.00194473 -0.000309613 -0.000545513 -0.000246507 -0.000608724 -0.000967056 -0.000633307 -0.00104268 -0.00143221 -0.000298855 -0.00102671 0.000625837 -7.39714e-05 0.00206466 0.00217014 -0.00102013 -0.000727255 -0.000255662 -0.000945169 -0.00158385
internal_weight=0 166.979 104.692 95.4085 69.8258 118.039 100.976 59.863 25.5827 21.9664 56.7928 48.9406 42.5001 9.96282 17.0633 31.2529 25.5037 19.2655 16.0848 6.09192 14.4854 11.2472 7.56075 54.4182 51.5393 21.335 17.8132 12.9187 7.90209 10.5432
internal_count=3910 2891 1019 870 650 2451 2258 571 220 190 544 440 403 79 193 317 235 170 148 55 177 86 63 531 507 208 158 100 66 154
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 12 12 52 0 38 50 158 16 47 43 15 447 484 4 150 42 43 52 4 1429 52 48 457 4 48 13 1 484 160
split_gain=31.0336 10.1082 8.84223 5.81588 5.77574 5.44168 4.9054 5.31878 4.76774 4.48655 3.78323 3.46921 3.69478 2.99477 2.86148 2.9126 2.81638 3.66505 2.62628 2.62556 2.28412 2.39266 2.18568 2.16797 3.79045 2.14118 1.95249 1.91197 1.88179 1.84359
threshold=0.099595000000000017 0.083325000000000024 -0.071274999999999991 -0.42985499999999993 -0.060094999999999989 0.13584500000000002 0.10976000000000001 0.11034000000000001 -0.50763499999999995 0.09585500000000001 -0.067799999999999985 0.083185000000000023 0.085135000000000016 -0.0043499999999999988 -0.15534499999999998 0.12187000000000002 0.092635000000000009 -0.18906999999999999 0.18936500000000003 -0.51381999999999983 0.085715000000000013 0.071660000000000015 0.13696000000000003 0.083995000000000014 -0.0031049999999999997 0.13096500000000003 -0.10241499999999999 0.13304000000000002 -1.0000000180025095e-35 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 8 28 7 9 26 14 -11 12 13 -1 -5 22 17 -6 20 -19 21 -15 29 -10 -25 -8 -3 -12 -2 -16
right_child=2 4 3 6 16 -7 25 -9 23 10 27 -13 -14 18 15 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030220420616744736 -0.00028678329905286703 0.0038938467463238507 -0.0034415113502288697 -0.0016028853328376915 0.0050720073107264506 -0.0035003441799508444 -0.0035471325004534774 -0.0037114381339218242 -0.003218141812659784 0.0025627174097512992 -0.0029382953988405041 -0.003616746597422994 0.0038762010590744143 -0.000654285534841799 0.00090277409903130319 -0.00060432442939996572 -0.0034975968812700031 -0.0039671360274312097 -0.0039430166749848889 0.0002342327421324333 0.0032174108852028481 0.001551092286110455 -0.00050572659952041873 -0.0036838807214733481 0.0021579420640348668 0.00044921346906014669 -0.0017475824597092493 0.00096313333963067083 0.0033232187123757714 0.003104429574308616
leaf_weight=4.4791739657521239 1.7164032906293929 1.5318836756050589 4.4605590943247071 2.6674803942441931 1.4366298429667939 1.4904121756553639 4.3371778801083556 2.6347293630242339 58.944141974672675 2.6921650506556034 5.7347749508917314 3.6142999418079844 2.2558529525995246 24.782183382660154 5.2486878968775335 4.2053789719939223 2.9342911038547745 2.0022920742630932 1.8950195554643858 8.6681045722216368 2.3293125107884398 6.8710682149976483 2.6566513180732718 2.5700320620089769 2.3029205035418263 2.2147083841264248 1.193603117018937 1.8062520809471605 19.72747190669179 20.034540504217148
leaf_count=66 15 16 123 24 8 9 62 36 2044 22 53 68 21 272 56 39 78 22 26 81 20 52 24 63 28 21 26 17 290 228
internal_value=0 -0.00174162 0.000868485 0.000188143 -0.00244165 0.00260961 0.000486677 0.000855345 -0.00285997 0.00112246 -0.000802442 -0.000506173 -0.000242342 -0.000472559 0.00168828 0.00196139 -0.000590998 0.000113454 -0.000154266 -0.000554151 5.70114e-05 -0.000175557 0.00234756 -0.0030429 -0.000923079 -0.00219626 0.00142323 -0.00200381 0.00303427 0.00264738
internal_weight=0 127.811 81.6274 58.6931 81.5839 22.9343 54.2325 47.6807 66.5426 45.0459 10.2332 46.2269 42.6126 40.3568 34.8127 32.1453 15.0413 12.107 35.8776 10.6704 33.9826 31.6533 27.9399 63.8171 4.87295 6.55189 2.72549 7.54103 21.4439 25.2832
internal_count=3910 2891 1019 705 2366 314 582 499 2177 463 92 525 457 436 371 347 189 111 370 103 344 324 308 2135 91 83 42 70 305 284
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 4 1 38 0 160 4 15 147 3 376 0 15 48 12 42 42 2 16 150 2 457 4 52 15
split_gain=71.193 16.0599 15.484 9.83345 9.75758 11.2272 6.13194 5.8918 5.67606 5.32628 5.18484 7.52757 4.96217 5.27057 4.5154 5.54403 3.40488 4.09787 3.11594 3.47384 3.06933 3.79931 3.36102 4.10666 2.91998 3.1384 2.7631 2.81437 2.87801 2.73027
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 -0.40083499999999994 0.091930000000000012 0.11551000000000002 0.39574000000000004 0.13702500000000004 0.10657000000000001 -0.060094999999999989 -0.079234999999999986 0.62104500000000018 0.079360000000000014 0.088035000000000016 -0.11171999999999999 0.048695000000000009 -0.13027499999999997 -0.008624999999999999 0.12862000000000004 0.11540500000000002 0.092635000000000009 0.084685000000000024 0.091985000000000011 0.3935300000000001 0.083205000000000015 0.090695000000000012 0.083995000000000014 -0.0072799999999999991 -0.020314999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 5 10 9 -6 -2 26 11 -5 13 14 -1 16 17 24 19 -12 21 22 -11 -24 -16 -26 -3 -28 -29 -17
right_child=2 6 3 4 7 -7 -8 -9 -10 20 18 -13 -14 -15 15 29 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0013079522246128154 0.002616166248494642 -0.002337349262053512 -0.0022562872985112132 -0.0018874235178675137 -0.0017479981779365474 -0.002887569760442253 0.002413515296793743 0.0017212467814461767 -0.00016238629215078006 -0.0030721536551020015 0.0023288081951419446 0.0027266273004124147 -0.0028119054725578812 0.0030643437435572143 -0.0022354256739228447 -6.2931060914514668e-05 -0.001937395341583102 0.0021834334697993707 7.7155576730028117e-05 -3.2431592527233172e-05 -0.0025775603597995118 0.0024849689729483648 0.00080501785860810724 -0.0027201421663244282 -0.0014343132841556686 0.0018539411233732075 -0.002197025374062004 0.0026797941318661973 -0.0015444648246881738 0.0027195965619923206
leaf_weight=7.2783548310399047 28.766511961817741 105.60150554403663 7.782653644680976 5.6514412872493249 13.110011480748655 3.7310191430151454 1.7707326263189305 3.5073237046599379 4.8574873581528655 2.9667580872774151 29.12146469950676 3.0921491086483002 4.6088042110204688 2.5966779664158812 5.604870814830063 5.3588868826627731 16.420333907008178 2.8705361559987024 5.2830121666193 4.0063539147377005 4.5845010057091704 2.2619204968214026 6.7694280780851823 2.5798726603388786 3.5190479829907417 3.0736618265509605 4.2375747822225094 1.8979673609137537 1.7543109543621529 3.1737737804651243
leaf_count=39 280 2153 128 41 123 34 11 22 29 22 239 29 47 17 54 40 189 15 33 29 77 19 44 33 25 17 63 17 25 16
internal_value=0 -0.00154014 0.000873357 0.000274259 0.000566015 0.00108257 -0.00198153 -0.00101576 0.00221476 -0.00204019 0.0013967 -0.000255676 -0.000451553 -0.000233532 -0.000414581 -0.000727846 -0.00118848 -0.000372354 0.00177283 0.00204325 -0.000880808 -0.000347212 -0.000867359 -0.000167725 -0.000973824 9.8741e-05 -0.00223595 -0.00087877 0.000650742 0.000972047
internal_weight=0 188.93 108.909 75.2854 67.5028 50.8854 134.425 16.6173 33.624 132.654 47.1544 8.74359 54.5049 49.8961 47.2995 40.0211 31.4885 15.0681 38.4108 33.1278 19.1625 14.578 12.3161 9.3493 12.1976 6.59271 113.491 7.88985 3.65228 8.53266
internal_count=3910 2923 987 678 550 405 2464 145 309 2453 371 70 459 412 395 356 300 111 301 268 195 118 99 77 96 42 2258 105 42 56
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=1 4 3 3 150 151 9 150 11 484 1 48 13 51 15 2 150 50 13 13 124 52 150 49 1 47 3 49 457 12
split_gain=29.906 9.08999 7.57796 9.72624 7.15652 6.31869 4.34863 4.83779 4.26682 4.36914 4.24734 3.19449 3.43977 2.96763 3.2137 2.9666 2.87549 2.76586 2.73274 3.66845 2.44228 2.64113 2.35557 2.14132 2.10396 3.02924 2.09189 2.01743 1.81821 2.71313
threshold=0.094485000000000013 0.27020000000000005 -0.115685 -0.032959999999999996 1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 -0.07718499999999999 0.080455000000000013 -1.0000000180025095e-35 0.13026000000000001 0.083775000000000002 0.10153000000000002 0.092720000000000011 -0.008624999999999999 0.086130000000000012 0.083205000000000015 0.11901000000000002 -0.052124999999999998 0.14810000000000004 -0.027784999999999997 -0.096614999999999993 0.13636500000000004 0.094480000000000022 0.11507500000000002 0.10843500000000002 0.086245000000000016 -0.082494999999999985 0.084550000000000014 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -3 -2 -8 9 -1 23 12 15 14 16 -11 -5 24 -12 -20 -16 -22 28 -9 25 -7 -23 -18 29 -6
right_child=1 5 3 13 22 17 7 10 -10 11 18 -13 -14 -15 20 -17 27 -19 19 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003103983461820203 0.0029803332145118284 -0.0027541631154305484 -0.0024801767723537996 -0.0024767838434446429 0.0019093705508232695 0.0019383413296743652 0.0022940827647686623 -0.0019846567796203826 -0.0025474445906337206 -6.9592221489156857e-05 0.0030082879044922481 0.0037206441753058154 -0.0014845794685914354 -0.0031553887400043367 0.0028984909012995191 0.0035729427679507854 -0.0016645163152761678 -0.0008400497149645106 -0.0024879910384604611 0.0019939896680451243 -0.0030335648962796086 -0.0010111895637300282 -0.00084172316599491741 0.00053876836617503302 0.0028417902973535171 -0.0020686124331072628 0.0016537953746844998 0.0014429966043332705 0.0032953845683355498 -0.0021759256659633838
leaf_weight=2.0751757752150359 2.3290820010006419 2.2565482705831519 63.841266121715307 7.1237477306276613 6.9858586676418799 9.1835085004568153 3.3002271652221671 24.854669542983178 4.0077971722930661 3.5059126205742341 2.4336461946368217 3.0200717374682418 4.1422365456819534 3.1040580645203582 2.87374223768711 3.3493518978357315 2.8672377876937389 2.364747989922761 3.1515548229217512 2.5158799514174461 1.7998085971921671 3.6802564412355405 2.7837750166654578 2.8741535730659953 18.429688192903996 1.7153974026441563 5.8327898681163788 3.622740663588047 4.9187525436282149 1.515589006245136
leaf_count=40 25 20 2157 112 91 101 38 405 67 37 23 18 45 38 18 22 27 18 32 20 35 45 23 34 274 14 37 25 50 19
internal_value=0 0.00058464 -0.00153568 -0.00186316 -8.4344e-05 0.00172089 -0.000693943 -0.000912642 7.92212e-06 0.00064432 -0.00120801 0.00119922 0.000506804 -0.000588556 -0.000301956 0.00171008 -0.00126262 0.00203952 0.000555075 -0.000498356 0.000619915 4.11008e-05 0.00147537 -0.0017231 0.00227169 0.00130768 0.000622808 7.0114e-05 0.001956 0.00118107
internal_weight=0 91.6131 114.846 94.7456 57.6632 33.9499 41.4592 39.1301 20.1005 16.0927 35.8299 14.0176 10.9975 30.9044 27.8003 6.85526 13.6137 31.6933 8.10108 5.66743 14.1866 11.3129 16.204 27.7288 29.3286 10.8989 9.51305 6.48998 13.4202 8.50145
internal_count=3910 1187 2723 2494 760 427 577 552 229 162 514 122 104 337 299 59 164 407 75 52 135 117 183 439 389 115 82 52 160 110
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 159 50 47 9 39 13 1 1348 12 457 15 52 1 3 147 52 484 0 4 1 133 4 14 475 16
split_gain=39.2171 13.2481 10.0408 9.18509 7.14464 8.60817 6.86474 5.27136 5.19277 4.85775 4.47423 4.45051 3.95915 2.55164 2.11828 3.20508 3.89362 2.07534 1.69907 1.56123 1.48484 1.32945 2.18896 1.78117 3.07084 4.12987 4.2917 1.28879 1.7571 1.21549
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 -1.0000000180025095e-35 0.13419 -0.52445999999999982 0.11287500000000002 0.090260000000000021 -0.095029999999999989 0.081330000000000013 -0.073314999999999991 -0.077699999999999977 0.087930000000000022 -0.0026499999999999996 0.10271500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23129999999999998 -0.14963999999999997 0.081005000000000008 0.098810000000000023 -0.49837999999999999 -0.46879999999999994 -0.06860999999999999 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 19 -1 12 -5 -12 14 -7 21 16 -16 -18 -15 27 -17 -10 -23 24 25 26 -24 28 -4 -26
right_child=2 4 6 10 5 13 -8 -9 9 -11 11 -13 -14 18 15 20 17 -19 -20 -21 -22 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0017968497755990187 -0.0029166469078972667 -0.0026648985517055564 0.0024388878093771324 -0.0029770927634052632 -0.0034399242175672784 -0.00066847590097570081 -0.0022152274999916984 -0.00052889886770458828 -0.0026455339389645041 0.00069724068916817415 -0.0011470870431824092 0.0025185984591589447 0.00091668377788064321 0.0022823854266628687 0.00098729093599730379 -0.0028374382984055623 -0.0028890460966761464 -0.0004380870117036124 -0.00012264589286897651 -3.714736167137874e-05 -0.00096784850588707647 -0.00035740709193251657 -0.0021228900683974545 -0.0023426448565625224 -0.0013602980924144472 -0.0034078181905784458 0.00081001954763885845 0.0024500914643501848 -0.001389589156124277 -0.0026897362843035164
leaf_weight=1.7118500694632519 3.6313860565423957 4.5940132699906853 1.3704736456274988 1.8579575978219507 2.3429657146334675 2.6696944721043101 2.9020671918988219 5.3460447378456584 47.949215121567249 3.004542037844657 2.9450447298586351 4.1685726419091225 2.0814753286540499 8.29964931309223 4.3185827098786831 9.4677501991391164 3.8785675913095492 3.3592519313097 1.8766875937581016 1.7596465051174153 2.8888846710324279 3.2197380140423766 4.2143083065748206 180.78925607353449 4.7753532230854061 2.8249787241220465 6.7854209318757048 16.08579367026687 1.1477960199117756 14.357558220624922
leaf_count=16 20 34 25 10 11 21 18 40 554 27 20 60 20 121 30 90 29 17 19 23 20 25 27 2095 37 24 40 283 17 137
internal_value=0 -0.00198069 0.000658931 -0.00209825 -0.00017055 0.000583882 0.00111274 0.00148839 -0.0021673 -0.00219039 0.000177162 0.001001 -0.00222022 0.00131778 -0.00224282 -0.00159216 -0.000728021 -0.0017515 0.00183886 0.00201799 -0.00240034 -0.00230155 -0.00222554 -0.00225368 -0.00176564 -0.00094593 -0.000313661 0.00221237 0.000693916 -0.00235792
internal_weight=0 324.381 32.2432 304.598 19.783 15.189 28.6118 25.7098 295.627 293.915 8.97157 7.11362 290.91 12.846 288.829 23.913 11.5564 7.23782 10.1763 20.3637 12.3566 264.916 216.967 213.747 32.9576 13.8247 10.9997 18.6041 2.51827 19.1329
internal_count=3910 3484 426 3278 206 172 406 388 3188 3172 90 80 3145 161 3125 186 76 46 140 348 110 2939 2385 2360 265 91 67 325 42 174
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 3 12 133 159 48 50 39 9 1 2 457 1 52 12 4 147 13 47 14 16 40 3 3 484 0 13 11 3
split_gain=41.2692 15.109 10.5948 9.24709 6.87495 8.07326 6.81761 7.33042 6.20411 5.44695 3.75887 3.95269 3.53847 3.16231 2.33008 2.27437 2.25211 2.15016 1.90032 1.79857 2.00349 2.76137 1.7525 1.60282 1.55683 1.05751 2.311 1.52237 1.97842 3.43596
threshold=0.28937500000000005 1.0000000180025095e-35 0.16699000000000003 -0.041094999999999993 -0.0023199999999999996 -1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 0.16168500000000002 -1.0000000180025095e-35 0.13213500000000003 0.12663500000000003 0.081330000000000013 0.088385000000000005 -0.066329999999999986 -0.095029999999999989 -0.010394999999999998 0.10058000000000002 0.076210000000000014 0.096475000000000019 -1.0000000180025095e-35 0.05259500000000001 0.0034800000000000005 -0.0026499999999999996 -0.5217799999999998 -1.0000000180025095e-35 -0.23129999999999998 -0.10241499999999999 0.077165000000000025 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 17 9 -1 11 16 22 18 -15 -7 -4 19 -14 20 21 -5 24 -17 -11 -26 -27 28 29 -28
right_child=3 4 10 6 5 15 -8 -9 -10 12 -12 -13 13 14 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0017359002526037483 0.002389211195668331 -0.0024807339051949413 -0.0006133942153389374 -0.001837089609344131 -0.0031190616898235726 -0.00045527562329174617 -0.0023972306688231897 -0.003020882764133332 0.0020188131512986094 -0.00037825929308329498 0.0024843728427376933 -0.0028671062167448373 -0.0022120620049285757 -0.0012436855967855257 0.0010714398342434146 0.0022015429300395553 0.0027399695657096402 -0.001195367181327791 -6.9860017257057747e-05 -0.00053950945596198104 0.0023994427038267117 0.0023779630650328613 -0.00085366317296994398 -1.7237973902506757e-05 -0.0025383932411178881 -0.00029374013413301 0.00070421798634336303 -0.0022548053193222023 -0.002649721714785583 -0.0019380527823745937
leaf_weight=1.7973898649215687 10.939577154815195 4.3357466496527222 2.4502851404249668 1.5067023746669286 2.3448874652385738 2.7721688002347937 4.8951590433716765 2.3875486478209487 1.7978213466703881 2.2148997709155074 2.7731575667858124 2.3624515607953072 13.936767019331461 4.9411054216325283 3.7216100208461267 8.6364399418234807 1.6274568922817687 1.6743793077766884 2.3651675879955283 1.8614104837179173 7.863405413925654 1.5291519761085508 4.6469118110835543 1.948428995907302 46.969584345817566 3.1524634957313529 3.7697893902659407 189.51627485826612 5.1980167701840392 6.6285685151815406
leaf_count=16 192 34 19 15 11 21 29 13 19 12 34 13 121 33 26 121 24 21 18 11 120 25 38 19 554 25 27 2206 45 48
internal_value=0 -0.00187532 -0.00199945 0.000732454 -1.75608e-05 0.000662591 -0.000102081 0.000565778 -0.0020734 -0.00209887 0.000333467 -0.000592716 -0.00212288 -0.00132795 -0.000249079 0.00132648 0.000724958 0.00115901 -0.00190126 0.00146794 0.00181078 0.000286022 -0.0021986 0.00179312 -0.00222288 -0.00223888 -0.00217134 -0.00220019 -0.00153658 -0.000980132
internal_weight=0 319.907 299.87 32.6573 20.0377 15.7019 21.7178 16.8226 290.656 288.859 9.21335 6.44019 287.061 24.9647 8.66272 13.357 4.07774 14.435 16.3019 12.7607 10.8993 3.03585 262.097 10.5849 257.45 255.235 208.265 205.113 15.5964 10.3984
internal_count=3910 3484 3278 426 206 172 234 205 3188 3169 90 56 3153 198 59 161 43 192 139 171 160 40 2955 140 2917 2905 2351 2326 120 75
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 39 48 50 4 38 3 9 3 123 16 0 0 3 16 0 1 15 4 2 1429 48 160 157 47 48
split_gain=71.1765 17.6133 15.098 11.7024 9.72571 6.87602 6.80007 7.11223 6.52967 5.78968 4.79662 4.67314 4.48136 4.64986 4.42444 4.46071 3.99785 3.69302 3.49414 3.16431 3.06724 3.44151 2.89174 2.70455 2.6425 1.90806 1.87867 1.82132 1.76284 3.80361
threshold=0.10113500000000002 -0.041094999999999993 0.080120000000000011 0.16699000000000003 0.28937500000000005 0.16168500000000002 0.11930500000000001 0.11384500000000002 0.39574000000000004 0.12641000000000005 0.10666500000000002 -0.016839999999999997 -0.15121499999999996 1.0000000180025095e-35 0.054425000000000008 -0.037619999999999994 -0.23029999999999998 -0.097604999999999983 -0.015314999999999997 -0.060094999999999989 0.092550000000000007 -1.0000000180025095e-35 -0.48072499999999996 0.089785000000000018 0.084895000000000012 0.085090000000000013 -1.0000000180025095e-35 -0.079129999999999992 0.086785000000000015 0.11280000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 11 4 5 14 7 -6 10 28 17 -1 -13 16 15 18 23 19 26 24 21 -15 -21 25 -4 -14 -3 -18 -2 -30
right_child=1 3 8 -5 6 -7 -8 -9 -10 -11 -12 12 13 20 -16 -17 27 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022078417335150342 0.0022862217074106571 -0.0024642469255693172 -0.0020884325059399482 0.0022406155880439179 0.0017018121988194295 0.0025194909539412859 -0.001815188563161348 -0.0023576748612839219 0.0021763957659967398 -0.0016264317294570239 0.00014807491231083294 0.00095276362012025237 -1.5403225236025938e-05 -0.0020936142364532681 -0.0019669712700547508 0.0020420654064545714 -0.00046246060554607421 -0.00213613697096486 0.0008641186812082867 -0.0018988171534655744 0.0015393820691252072 0.001083205732010631 0.00040174701369297502 0.00083830426566941518 0.00095011062011793584 -0.0025983084050277033 -0.00082915269849045069 -0.0019730299055023908 -0.00050323116469332217 0.0025148908566495526
leaf_weight=2.5750341266393653 26.299767076969147 4.7691262960434004 15.930784355849033 9.1853494271635991 17.701685212552555 2.4051298946142188 3.8432338163256636 2.1679824739694586 1.7786081135272969 2.0582736879587165 4.9447701573371878 6.4113692641258231 2.5760680772364086 3.5005883499979973 17.056256450712681 2.6672527343034735 4.2581832036375991 117.06155890598893 3.9621771164238462 3.7214766889810562 4.8299606069922447 2.7056105211377126 7.1295707821845991 5.4940772503614426 1.3928432539105404 2.5439213290810585 9.2326508276164514 22.169828716665513 3.4642271026968947 4.0573332905769348
leaf_count=17 273 46 231 85 153 19 27 13 11 11 23 35 24 33 197 17 35 2113 30 36 33 14 40 32 10 19 61 217 21 34
internal_value=0 0.000604678 -0.00150475 8.10567e-06 -0.000313283 -0.000948468 0.000760656 0.00125888 -0.00185316 0.0018183 -0.00190088 -0.000576961 -0.000708563 -0.000930106 -0.00116979 -0.000510735 -0.00128921 -0.00197064 -0.00088977 -0.00128304 0.000275187 -0.00070867 -0.000387255 -0.000192562 -0.00184413 -0.00129875 -0.00138608 -0.00172964 0.00202794 0.00112483
internal_weight=0 108.87 209.024 72.9908 63.8055 40.0926 23.7129 19.8697 151.96 35.8796 150.181 57.0646 54.4896 48.0782 37.6875 20.6312 37.0421 145.236 17.964 28.1747 11.0362 6.2062 10.851 10.6141 17.3236 5.11999 14.0018 26.428 33.8213 7.52156
internal_count=3910 987 2923 648 563 370 193 166 2464 339 2453 459 442 407 351 154 327 2430 137 317 80 47 76 75 241 43 107 252 328 55
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=1 12 12 3 40 39 4 1348 3 13 49 15 484 16 16 12 3 3 51 41 50 4 0 4 160 16 16 42 2 48
split_gain=31.2503 9.72501 8.59494 6.58548 6.17492 5.23835 4.81913 4.41776 4.28503 4.38695 3.23801 3.0212 2.95272 3.6083 3.15292 3.11636 4.89444 2.85562 2.52228 2.78501 2.86142 3.12522 3.22198 2.76431 4.45779 2.79094 2.19737 1.90938 1.88806 1.88556
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.34489500000000001 0.15608500000000003 0.51224500000000017 0.090050000000000005 -0.097604999999999983 -0.17606499999999997 -0.047894999999999993 0.079360000000000014 -1.0000000180025095e-35 0.13514000000000004 0.63868000000000003 0.090840000000000018 0.090325000000000003 -0.15002999999999997 -0.10145999999999998 0.077550000000000022 0.081160000000000024 -0.017449999999999997 -0.13027499999999997 0.0057500000000000008 0.086110000000000006 -0.092424999999999993 -0.080824999999999994 -0.0060199999999999993 0.092865000000000017 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=2 4 11 5 27 6 7 12 10 -10 26 17 -3 15 -15 16 -14 -1 -19 20 21 28 23 24 -23 -25 -4 -2 -20 -17
right_child=1 3 8 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 -16 29 -18 18 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015863540004022688 0.0001454839751894473 -0.0033197754314059206 0.0028075340880945906 0.0026665745217676821 -0.0041329766181956822 0.0035981250917847705 0.0030684443669900508 0.0032490519435506723 -0.00026060551442571716 -0.003059198044308889 -0.0019361710818544982 -0.0036105855230395808 0.0027098172473966438 -0.0031433171019692799 0.0022233894574394991 -0.0008825954603854481 -0.0010129969308405496 -0.0031100394792830674 0.0030237458637300601 -0.0035854604083655596 -0.0031130591746079709 0.0015835732482186783 -0.0023510078308921559 -6.374256931048935e-05 -0.0038494335237460623 0.0045751522291398866 -0.0012676071776423802 0.0031884260279365891 -9.2932645211787451e-05 -0.0040614182123220165
leaf_weight=5.3469648882746688 2.3755574747920063 6.3069099932909003 2.8490860499441624 7.3267218284308901 1.3841989487409581 2.8915738239884368 3.0333273261785498 2.2697614207863799 6.1644516140222541 71.8408288564533 17.400929532945156 3.6419155783951274 6.5142486132681388 9.4262330867350084 1.2576061598956574 8.5554384477436525 7.9452445991337299 4.595368053764104 4.6281318105757254 2.8732083812355986 3.2732493169605723 3.1179406046867388 7.1615933999419239 2.8754855692386627 3.0069750919938087 2.4216274470090866 2.533946797251704 17.392207931727174 3.4303393065929413 2.4280942901968947
leaf_count=34 25 78 22 96 8 32 42 24 34 2103 284 47 67 153 16 82 71 83 31 39 31 22 83 26 23 14 21 276 26 17
internal_value=0 0.000519834 -0.00196137 -0.000154532 0.00236756 -0.00056279 -0.00081483 -0.00107833 -0.00248326 -0.00283804 -0.00126863 -0.000827074 -0.0013098 -0.000958901 -0.0025116 -0.000306905 0.000664194 -0.000589838 -0.000901095 -0.000591508 -0.000303955 4.11718e-05 -0.000676865 0.00037282 -0.00108372 0.00205697 0.000889249 0.00282275 0.00169703 -0.00158533
internal_weight=0 79.1071 147.162 57.9552 21.152 50.6284 47.7369 44.7035 100.789 78.0053 22.784 46.3728 42.4338 36.1269 10.6838 25.443 14.4595 42.7309 37.3839 32.7886 29.9153 26.6421 18.5836 11.422 6.12492 5.29711 5.38303 19.7678 8.05847 10.9835
internal_count=3910 987 2923 678 309 582 550 508 2464 2137 327 459 484 406 169 237 138 412 378 295 256 225 168 85 45 40 43 301 57 99
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 43 3 43 50 15 16 457 1 1 4 3 12 13 11 159 151 39 4 0 42 47 16 4 160 2
split_gain=35.9081 21.1615 7.25797 7.05208 6.49154 6.65425 6.78782 5.63003 4.46536 4.42934 3.96343 3.87936 4.32968 3.42756 3.01052 3.62715 2.99792 2.95908 2.89452 2.805 2.54473 2.18951 2.0983 4.41755 2.07005 2.052 1.94585 1.92283 3.48327 1.71226
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.049504999999999987 0.24227500000000002 -0.24333999999999997 0.11901000000000002 -0.10469999999999999 0.15100500000000003 0.081330000000000013 0.088010000000000019 0.099595000000000017 -0.0010999999999999996 0.045635000000000002 -1.0000000180025095e-35 -0.10241499999999999 1.0000000180025095e-35 0.073745000000000019 -0.083919999999999981 0.085060000000000011 -0.15796999999999997 0.11015500000000002 0.08401500000000002 0.11861000000000001 0.22945500000000005 0.0057500000000000008 0.088785000000000017 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 7 10 26 25 -8 14 17 20 19 15 -7 -16 18 24 21 -13 -9 23 -19 -3 -4 -1 -18 -29 -17
right_child=2 3 8 -5 -6 6 9 13 -10 -11 -12 12 -14 -15 16 29 27 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0028994346686952331 -0.0027753488128120984 0.0004815492903881764 0.0023887387973173385 0.0014428002985149655 -0.0033845320069292167 0.0022187936147631971 -0.0011351713703374919 -0.0016521742655970612 -0.0015286207674937639 0.0029973014482838106 -0.0027020353321619223 -0.0023614125605769427 0.003732366758110364 0.0030054211634984911 -0.0029974378753298662 0.00084993660600246059 -0.0025562288387205169 0.0013474635567991824 -0.0029431040555365764 0.0030734969454658079 0.00092336550428753078 0.0012928785401875333 -0.0025629256587849842 -0.0024934269629854258 -0.0023078477841487356 -0.00039146223344881955 0.00033464633904790457 -0.0010958729645268851 0.0023235538527910569 -0.0016201123565129404
leaf_weight=2.7393298260867622 2.5385461971163741 6.824718374758957 27.630222536623481 4.0234893634915343 4.4664175100624552 4.6540148034691766 2.8103562965989113 3.5413803048431891 2.4796281680464736 5.3836524821817857 8.5026164986193162 5.0818235315382472 1.4661176539957521 8.6669481918215734 5.4924856424331656 3.1698069721460325 2.9462172836065355 3.1362939924001676 4.2540534660220137 2.6058768332004547 2.5074574649333945 3.6488001123070717 91.256032764911652 6.6557557433843613 2.6215554289519787 2.0287002697587004 2.5641800500452518 7.380513768643139 2.975971132516861 5.4042617343366146
leaf_count=29 20 39 372 40 45 33 22 28 18 67 111 82 11 119 67 21 24 30 65 20 27 29 2283 108 47 16 18 61 14 44
internal_value=0 -0.00136806 0.00156794 -0.00203355 -0.000262613 -7.02487e-05 -0.000634877 0.0010872 0.001911 0.00157996 -0.0010827 -0.00214653 -0.000465236 0.00178321 -0.000652742 0.000322414 -0.00133906 -0.00227921 -0.00111558 0.000701878 -0.00127614 -0.000157649 -0.00243698 -0.00126323 -0.000292572 0.00219857 -0.0013358 -0.000654339 -0.000113289 -0.000706943
internal_weight=0 204.78 34.6771 127.827 76.9528 72.4864 48.7199 23.7665 32.1386 8.19401 40.5259 123.804 9.0554 18.463 32.0233 13.2281 18.7952 114.748 13.7003 9.79606 7.58928 7.19018 101.048 9.79205 9.44627 29.6589 5.30351 13.3027 10.3565 8.57407
internal_count=3910 3484 426 2732 752 707 464 243 406 89 375 2692 120 196 264 98 166 2572 151 77 109 57 2421 138 86 388 47 99 75 65
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 43 3 13 15 457 1 50 16 13 11 1 16 52 160 151 4 0 2 2 3 0 457 2 8 51
split_gain=28.674 17.4331 6.18225 6.08071 6.01508 5.53542 5.3601 4.89953 4.28971 3.79605 4.04945 3.76685 3.65629 2.95813 2.8221 2.74412 2.65214 3.05351 2.51959 2.43524 2.23694 4.34973 2.16515 5.90531 2.37519 2.12133 2.05259 2.28531 2.15119 1.92248
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.049504999999999987 0.24227500000000002 0.28269500000000009 -0.10469999999999999 0.081330000000000013 0.089895000000000017 0.11901000000000002 0.15100500000000003 -0.10241499999999999 1.0000000180025095e-35 0.086245000000000002 -0.0092949999999999994 -0.010284999999999997 -1.0000000180025095e-35 -0.083919999999999981 -0.15796999999999997 0.11015500000000002 0.10393500000000001 0.097940000000000013 -0.077689999999999995 -0.090939999999999979 -0.068264999999999978 -0.13811499999999996 0.091215000000000004 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 9 5 7 12 15 -8 13 19 26 16 14 22 -1 18 -18 -7 -11 21 -15 23 24 -3 -19 -4 28 -28 -20
right_child=2 3 11 -5 -6 6 8 -9 -10 10 -12 -13 -14 20 -16 -17 17 25 29 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.4609960315849105e-05 -0.002830653942267928 0.00065891477277268083 -0.00074482937977232266 0.0015146336515293093 -0.0035631469240676797 -0.0028757197095098542 -0.0013128030587375617 -0.0018650832463872307 0.003132298651459595 -0.0023953911802640929 0.0041837446632883735 -0.0015124750946737835 -0.0027981875767363238 0.0015946605798788439 -0.0030794174699472752 0.0023747335787254083 -0.0013864084833984931 0.0039782955330500153 -0.0017025494334834464 0.0010908237428213737 -0.002647342334402013 -0.0025522211014682491 -0.0026581108118297514 0.0044146352100384477 -0.0033390944038557868 0.00039589243818395408 -0.00057995902410597211 0.0028624141397685958 0.0030804359512168686 0.00025006422391675887
leaf_weight=5.1868823729455533 2.3622936531901386 2.5475441738963118 1.7460727319121456 3.6868295446038237 4.1370507292449465 5.1148584708571461 2.678221058100462 3.6948852054774752 4.825731460005044 4.5911169312894335 1.3228727616369722 2.3490067049860945 7.658097092062234 3.0127076804637891 3.8351156525313845 13.145342048257588 3.4038954190909863 2.4165593422949314 7.1411287151277092 2.4314511753618708 79.549585681408644 6.0091338604688644 2.1618261151015759 2.1744608357548714 2.1942644063383332 2.8672232292592543 3.386352829635153 19.568653363734473 2.0416785925626755 9.0948839969933015
leaf_count=45 20 33 18 40 45 58 22 31 67 82 10 18 111 30 65 167 30 15 69 28 2283 108 13 11 29 29 33 307 30 63
internal_value=0 -0.00135761 0.00155143 -0.00204339 -0.000266785 -6.39337e-05 -0.000628136 0.00109384 0.00154581 -0.00216282 -0.000336792 0.00190726 -0.00106088 -0.00231299 -0.00105358 0.00169021 -0.000617973 0.000694053 -0.00115184 -0.00118835 -0.0024966 -0.00116743 -0.000197747 0.000571292 -0.00119116 0.00203432 0.00220764 0.00241388 0.000796848 -0.000608759
internal_weight=0 184.882 31.4541 113.517 71.3648 67.2277 45.2006 22.0271 7.50395 109.83 8.34544 29.0918 37.6966 101.485 12.9132 18.3322 30.0385 8.68768 21.3509 7.02257 88.5714 9.02184 9.0781 6.91627 4.74181 5.28378 26.7428 24.9967 5.42803 16.236
internal_count=3910 3484 426 2732 752 707 464 243 89 2692 120 406 375 2572 151 212 264 74 190 110 2421 138 86 73 62 44 388 370 63 132
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=4 12 14 132 376 49 151 42 151 3 1 48 13 12 15 1 160 49 11 150 150 3 52 52 16 16 16 15 0 52
split_gain=24.956 15.394 5.23771 5.29528 6.00045 5.06001 5.02638 4.3982 3.811 3.68809 3.56224 3.85299 3.50172 5.70371 3.37836 3.34547 3.59467 4.40185 3.26386 2.13456 3.74111 2.1078 2.7299 4.37583 1.99123 4.89998 1.7438 2.08501 3.73314 2.99824
threshold=0.27020000000000005 0.080120000000000011 0.088250000000000009 0.082150000000000015 0.048375000000000008 -0.062504999999999991 -0.27336999999999995 -0.089024999999999979 -0.051109999999999996 0.10666500000000002 0.11774500000000002 -0.064549999999999982 -0.10939499999999998 -0.051479999999999991 -0.14487999999999998 0.12730000000000002 0.08234000000000001 -0.088329999999999978 0.088315000000000018 0.083205000000000015 -0.094019999999999979 -0.100615 -0.12272499999999999 -0.090304999999999983 -0.17157499999999998 -0.30307999999999996 -0.19424999999999998 -0.095799999999999982 -0.11287999999999999 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -2 -6 19 21 11 -8 13 -10 18 16 -3 -18 -13 20 -1 22 -7 -24 25 -23 -14 -28 29 -29
right_child=6 5 -4 -5 7 9 10 -9 12 -11 -12 14 26 -15 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0021653296536255817 -0.0028003419783433478 -0.0020896234546635322 -0.0040960052529748995 0.0026795247814259591 -0.0020207639542814976 -0.0031683489959173712 0.003217180747185037 0.0024270195022179008 -0.0023925876896865785 0.00045344204859349498 0.0026915880778769969 0.0017153931562850005 -0.0034979010461542565 0.0030465356308460342 -0.0031418335927703702 0.003292272057434304 -0.0017458905389809184 0.0040355956328866566 -0.0026119259170119041 0.0021331309655313623 -0.0032796067257667393 -0.0031771712262732678 0.002845400964040924 -0.0016158372518652836 -0.002831855905846341 0.0031060541260986771 -0.0028877853987165181 -0.001518837988153012 -0.0019349025510419534 0.0019502367927505542
leaf_weight=2.0560969859361649 2.2257808893918982 8.6512542869895679 2.9134057201445094 5.2817509844899169 2.3619826212525359 6.3042450565844801 3.779634077101945 9.2072897106409055 2.8697601221501827 3.8606347888708106 15.623385589569805 6.3153438214212638 3.7111452855169729 3.7736195996403685 2.5199386198073652 1.7418771758675564 2.2419264949858189 2.2120803743600836 1.9222655445337293 5.0426794663071632 2.2176686450839025 2.8026943802833557 2.2553789485245952 10.575560659170147 62.025663789361715 1.6775192879140366 6.0445689894259003 3.583484997972846 13.163127360865481 5.1106173917651176
leaf_count=19 20 139 27 56 19 137 53 117 25 22 269 74 33 47 42 22 28 15 14 55 24 57 17 182 2063 20 82 28 165 39
internal_value=0 -0.00136639 -0.000282507 -0.000110051 -0.000359178 -0.00206583 0.00141645 0.00151896 -0.000815924 -0.00232662 0.00172764 0.000691676 -0.00122206 0.000696982 -0.000195653 -0.000493713 -0.000996925 0.00112548 0.000705603 0.000851799 -0.000660063 -0.00245194 -0.0016015 -0.000831656 -0.00269663 -0.000824553 -0.00162534 -0.00137628 -0.000958273 0.000520374
internal_weight=0 171.686 67.3372 64.4238 59.142 104.349 32.3863 11.5693 47.5728 89.5017 30.1606 14.5372 38.2563 6.64338 10.7575 14.8471 13.1053 4.45401 8.23761 9.31645 4.27377 85.6411 19.1352 12.8309 66.5059 4.48021 31.6129 27.9018 21.8572 8.6941
internal_count=3910 3438 736 709 653 2702 472 136 517 2498 452 183 419 72 130 204 182 43 88 98 43 2476 336 199 2140 77 347 314 232 67
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 12 12 2 16 48 3 38 3 3 123 1 150 47 51 0 12 160 2 123 133 15 11 157 0 3 12 448 48 42
split_gain=49.2497 12.605 11.6908 7.54155 6.12837 6.01434 5.25653 5.24852 5.07829 3.63455 3.90785 3.58428 3.47782 3.47091 2.97744 2.92609 2.89294 2.67858 2.66617 2.61839 3.16622 2.6127 3.15363 2.26408 2.16149 2.77206 1.84736 1.74772 1.68212 1.54191
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.11462500000000002 -0.072804999999999981 0.12370000000000002 -0.115685 0.13219500000000003 0.10666500000000002 -0.15121499999999996 1.0000000180025095e-35 0.14071500000000001 0.091630000000000003 0.091930000000000012 0.11524000000000002 -0.23029999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089785000000000018 0.084780000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.080705000000000013 -0.079129999999999992 -0.11524 -0.080244999999999997 0.11400500000000001 -1.0000000180025095e-35 0.085090000000000013 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 13 14 12 29 24 -1 15 -7 21 17 -5 18 -6 -4 28 -12 -21 22 -3 -17 25 -8 27 -19 -11 -2
right_child=2 6 3 5 16 11 8 -9 -10 10 19 -13 -14 -15 -16 23 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012975451395241253 0.00068574987890742366 0.00064258390272603743 -0.0012339387891543573 0.0025420917560095282 0.00072102597011345336 -0.0017385761361705995 0.0017015095863644855 -0.002333879925847061 0.00026245091585751679 1.6708814603634103e-05 0.0024501525293517562 0.0022012932390539949 0.0028052988429417679 -0.0014695351187205817 -0.001114258072081614 -6.3349229738351545e-05 -0.0020749668565675544 0.00062879891556796733 0.0012420548024651948 -0.0031120655489112045 0.0007302218277792428 -0.0026292102221774378 -0.0027237724813408432 -0.002265484651705721 -0.0026932605757008553 -0.0029942231879216854 -0.00035435467204531819 0.0033481705677394164 -0.0032798109707167437 0.0028548191017117412
leaf_weight=6.4488698095083228 2.7649751231074395 6.8358744420111233 2.5536480769515064 15.80380710959435 3.2719899043440845 6.1660677716135961 1.934827331453562 1.7205893844366063 4.8223138451576224 2.3416463211178726 3.5259915292263013 2.3979038521647453 1.7362429425120343 4.7081657797098151 1.8613620772957791 4.2398504912853232 17.924337323755026 2.5844781100749969 5.1865257062017918 2.2649556919932365 5.4915364235639572 6.3805262148380271 2.991227500140667 19.760449610650547 94.036756422370672 1.8281495161354531 2.1617818400263777 5.5874888747930509 2.2884458675980568 21.538711454719305
leaf_count=38 25 51 21 183 22 55 21 10 23 24 24 20 12 33 14 37 243 24 32 27 39 98 39 219 2194 26 15 48 19 274
internal_value=0 -0.00175426 0.000732519 0.000112623 -0.00065313 0.00124514 -0.00223812 0.00228131 -0.00247687 -0.00062256 -0.000897121 -0.000635416 -0.000872714 0.000539743 0.00215683 -0.00136205 -0.00164336 0.00127379 -0.000104373 0.000496395 -0.000391756 -0.00126672 -0.000382086 -0.00187646 -0.00261194 -0.000579796 0.0018935 0.00248814 -0.00161261 0.00260805
internal_weight=0 172.114 91.0453 65.021 38.7919 26.2291 120.566 26.0243 102.622 51.5483 45.0994 8.56397 17.9439 17.5956 17.6652 33.8169 21.1963 12.8874 9.81662 11.2825 7.75649 16.2076 9.8271 24.0003 97.7997 3.76298 10.3337 8.17197 4.63009 24.3037
internal_count=3910 2923 987 678 406 272 2464 309 2264 459 421 75 200 141 197 331 265 108 75 90 66 188 90 256 2241 47 87 72 43 299
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 12 3 38 4 0 4 39 16 160 47 50 12 15 447 484 1429 151 132 16 42 43 376 4 43 13 52 0 15
split_gain=37.9614 10.3483 10.0058 6.37801 5.27696 5.07848 5.03108 5.54918 4.6948 4.94341 4.64705 4.77662 5.09337 4.37264 3.72122 4.30422 3.05682 2.8718 2.83621 3.10918 2.78774 2.71679 4.14396 2.48585 2.34666 2.25129 2.07476 2.04453 1.79061 2.20999
threshold=0.10113500000000002 0.083325000000000024 -0.071274999999999991 0.16699000000000003 0.13584500000000002 0.51224500000000017 -0.060094999999999989 0.39574000000000004 0.15608500000000003 0.058875000000000004 -0.079234999999999986 0.091930000000000012 0.11551000000000002 0.11540500000000002 0.083185000000000023 0.085135000000000016 -0.0043499999999999988 0.084920000000000009 -0.085184999999999983 0.080815000000000012 0.63868000000000003 0.092635000000000009 -0.18906999999999999 0.048695000000000009 -0.51381999999999983 -0.073139999999999983 -0.26418499999999995 -0.12272499999999999 -0.230625 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 -2 8 7 26 9 10 -4 12 13 -12 15 16 -1 18 -18 23 -11 22 -8 28 -24 -13 -3 -26 -20 -30
right_child=2 6 3 -5 -6 -7 21 -9 -10 20 11 25 -14 -15 -16 -17 17 -19 19 -21 -22 -23 24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0026597987581493242 0.0025569472672751113 0.00011589389262678553 -0.0025893702257388952 0.0024026573095201013 -0.0028956623516894291 0.0027529781815541308 0.004221598938280815 0.0032802183236489177 0.0031946797088372243 -0.0025971884348317043 0.0020556542277422991 0.0011706343697901395 -0.0031909517146221059 -0.0021518246615609702 -0.0030484087368205714 0.003218570746231096 0.0015494900401070042 0.0022592188048368672 0.00041124065590393907 0.0015886275412164096 0.0015661377158625797 -0.0029632791030061506 -0.0033463782559112224 0.00057336579207181986 -0.0023062229241305621 -0.0023514390293028382 -0.0026533908677996067 0.00061478914556181588 -0.0021007991214615817 0.0010066889775908257
leaf_weight=5.1640311181545249 21.29550297930837 2.1321618705987921 5.0875213406980029 7.6817549467086783 1.4555580317974079 3.8621754050254813 1.427742455154658 1.2588114142417897 2.4390460141003123 11.970021657645701 15.018296267837295 1.8163509629666803 1.9587207585573185 2.1699600443243972 4.7013311199843875 2.3167937025427809 4.1803203634917727 2.9020995385944834 3.1697143726050845 3.5255223996937266 1.3765325658023346 3.560800112783908 2.2137817665934554 5.2196441516280165 2.5193181708455077 5.9780086837708941 79.833328247070312 6.8150495216250428 19.451846297830354 1.9311706908047188
leaf_count=66 300 12 53 96 9 52 8 10 22 190 141 12 23 15 75 21 34 24 24 26 17 78 22 37 39 57 2165 45 218 19
internal_value=0 -0.00169117 0.000645893 4.71251e-05 0.0022081 -0.000303026 -0.00221535 -0.00249269 -0.000549872 -0.000751152 -0.000160831 0.000297766 0.00104209 0.00152447 -0.000696306 -0.000465262 -0.000652655 -0.000395972 -0.000601575 -0.000871626 -0.00216779 -0.000819555 -0.000231282 -0.00116296 -0.000781809 -0.00153068 -0.00258135 -0.000173583 -0.00153208 -0.00182015
internal_weight=0 152.323 82.1094 59.3584 22.7511 51.6766 99.761 83.2243 47.8145 45.3754 32.0289 26.9413 19.147 17.1883 52.5625 47.8611 45.5443 40.3803 37.4782 33.2979 13.3466 16.5367 12.9759 29.7724 11.5481 7.79436 81.9655 9.33437 24.5527 21.383
internal_count=3910 2923 987 678 309 582 2379 2187 530 508 301 248 179 156 544 469 448 382 358 324 207 192 114 298 106 69 2177 84 261 237
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 4 2 16 14 0 52 52 13 15 447 47 43 484 12 43 13 15 14 457 4 13 4 4 4 1 47 49 13
split_gain=25.4754 8.95758 6.54406 5.77734 4.46345 4.02582 3.89358 3.71924 4.44004 3.61115 3.57351 3.59107 3.46201 3.06824 2.9053 2.86801 2.8454 2.55599 2.93569 2.9477 2.50117 3.13099 2.46989 2.45233 4.44726 4.02547 3.92832 5.7529 2.88185 2.44436
threshold=0.10398500000000001 0.083325000000000024 0.51224500000000017 0.14808000000000002 -0.27337499999999998 0.07802000000000002 -0.060094999999999989 0.16064500000000001 -0.42985499999999993 0.076210000000000014 0.083185000000000023 0.085135000000000016 0.084155000000000021 -0.084699999999999984 -0.0043499999999999988 -0.041094999999999993 -0.041434999999999993 -0.085414999999999991 0.024640000000000006 -0.45282499999999992 0.083995000000000014 -0.0072799999999999991 -0.10023999999999998 -0.0010999999999999996 -0.48072499999999996 0.0057500000000000008 1.0000000180025095e-35 0.09252500000000001 -0.085174999999999987 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 20 8 -2 29 11 14 15 -8 -1 -10 -14 -17 19 -19 -6 -22 -15 24 -16 -25 -27 -28 -26 -3
right_child=2 4 -4 -5 6 -7 13 -9 12 -11 -12 -13 16 22 23 17 -18 18 -20 -21 21 -23 -24 25 28 26 27 -29 -30 -31
leaf_value=-0.002457631720395142 -0.0027333359275648517 0.00078868116537626472 0.002689285276873767 0.0024353057403910913 -0.0025794544208334407 -0.0041029270117952229 0.00064465050564411672 -0.0019913522430041624 0.0028118820013914121 0.0030406551581181108 -0.0028631961153679714 0.0029180578024706333 0.00096282397484835354 -0.00011135485915679911 -0.0020114156223728615 0.0022680799315772391 -0.0013569694506703968 -0.0016918756582319191 -0.0017045950720594159 0.001735824405979088 -0.0029205943635688754 0.0012358753670476496 -0.0029129013541965084 -0.0029597520404207739 -0.0013936056590042425 -0.0025382932736063069 0.0023825792092696963 -0.0022290355450387219 0.0013453170162825389 -0.0025616055355261571
leaf_weight=4.7310461495071641 3.0453187916427842 2.6703348122537132 8.5027455836534482 7.0951755791902533 58.2989835254848 1.6538014598190773 5.3729438483715048 5.4205517955124369 5.5442740879952863 1.9156048186123369 4.2565780505537978 2.1825891099870196 6.0021634660661212 3.4776876382529727 4.6401325762271872 5.0068245790898755 9.1200863085687143 2.266589000821118 4.3078376837074748 7.0914511047303757 2.2732578311115503 2.7316543422639361 5.6619635298848143 5.1953193284571233 3.1956555694341704 3.4363763630390158 5.376709181815384 2.8249620385468006 14.858386153355237 3.3754985257983203
leaf_count=69 83 29 165 102 2015 13 57 68 104 18 77 24 70 19 60 68 77 19 36 82 53 34 122 58 32 58 42 26 143 87
internal_value=0 -0.00144058 0.000549095 0.000227323 -0.00195592 -8.94248e-05 -0.00214684 4.94209e-05 0.000310415 -8.99284e-05 -0.000568645 -0.000358338 0.000546037 -0.000924461 -0.000519911 0.00115941 -0.000436222 0.000668756 8.28054e-05 0.000905609 -0.00242707 -0.000652015 -0.0018469 -0.000287986 0.000273309 -0.0010447 -0.000189812 0.000794167 0.000860514 -0.00108184
internal_weight=0 136.476 65.0568 56.5541 85.7779 49.4589 77.8165 47.8051 42.3845 7.96144 50.6978 46.4412 39.3392 14.5126 44.2586 24.217 15.1222 18.6727 13.6659 9.35804 63.3039 5.00491 9.13965 39.5275 22.6942 16.8334 11.638 8.20167 18.054 6.04583
internal_count=3910 3023 887 722 2434 620 2300 607 539 134 589 512 456 198 488 309 147 205 137 101 2102 87 141 419 235 184 126 68 175 116
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 16 128 50 48 2 16 11 484 133 4 52 51 15 2 151 2 16 15 15 49 376 15 16 3
split_gain=22.6815 7.51604 6.33093 7.05498 5.74123 4.52999 4.36913 4.32349 4.25458 5.33463 4.51521 3.77146 3.50225 3.75142 2.72526 2.53501 4.69386 2.47073 2.58912 2.26116 2.23842 2.21553 2.50694 3.94507 2.21475 2.21056 2.12356 2.00309 1.73696 1.65535
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.15608500000000003 0.062650000000000025 0.092725000000000016 0.10625000000000001 0.11930500000000001 0.090695000000000012 0.67964000000000013 0.080455000000000013 -1.0000000180025095e-35 0.0068000000000000014 0.26790000000000008 -0.012244999999999997 0.092720000000000011 -0.008624999999999999 -1.0000000180025095e-35 -0.0074049999999999993 -0.013084999999999998 0.15100500000000003 0.041585000000000004 -0.091024999999999981 0.0037600000000000003 0.081270000000000023 0.024640000000000006 -0.16268499999999997 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 12 -4 5 6 8 15 9 10 19 -8 13 -1 25 16 -2 18 20 -3 24 -20 23 -23 -5 -15 -18 29 -21 -12
right_child=1 4 3 17 -6 -7 11 -9 -10 -11 27 -13 -14 14 -16 -17 26 -19 21 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033348856783448808 0.0027742804686488975 0.00096987148851745779 -0.0026495858402713211 0.0011325110437947817 0.0027357505972551411 0.0033473028796360367 -0.0027613868504905003 -0.0031301171864434514 -0.0024935164591610706 -0.0028677130605707559 0.0030709640834031843 0.0031020668876160415 -0.0027570345549410694 0.0010096194170613299 -0.0011598755785149578 0.0032075968746037124 -0.0023997040086558056 -0.0033912253619132128 -0.0032933559351510143 -0.00030569350671037001 -0.0027312020960362626 0.0033884036277154216 -0.0011253835532482855 -0.00088372224958319871 -0.002404807307837078 0.0042909071990055005 0.0013533637074830372 -0.00060681368702776486 -0.0032192779458744217 0.00055572737334962368
leaf_weight=2.0359431300312307 7.1501502469182014 4.8263417650014162 60.943901745602489 3.8842792473733425 5.140772968530654 2.4952970035374156 11.47049176879227 1.5103012397885311 6.1141941361129275 4.2385151460766783 8.4250061139464361 1.0563083663582791 3.797572122886776 7.3820584658533317 3.7611843291670075 9.6500819101929647 3.2674527242779785 3.1181726790964595 1.3532088324427611 3.9023062512278557 6.7451706565916556 4.8074579313397372 4.2688101772218943 3.1577599830925465 2.6088642254471814 2.3984221890568733 2.2410032190382481 2.3828664645552626 3.3553939573466831 3.1770783849060527
leaf_count=40 119 46 2157 30 85 32 233 12 98 37 102 14 67 62 44 193 25 38 19 28 108 31 50 35 26 16 26 18 81 38
internal_value=0 0.000332712 -0.00174118 -0.00206969 -0.000256314 -0.000555311 -0.000754258 0.00173201 -0.000233984 0.000221851 0.000724178 -0.00226696 -0.000200138 0.000423193 0.000988207 0.00206117 0.00118722 -0.000889445 -0.000598641 -0.000605255 -0.00153322 0.000311938 0.000710721 0.00169475 -0.000288739 0.00181427 -0.000872845 0.00187291 -0.00165271 0.0023822
internal_weight=0 80.4036 110.263 90.8876 56.5846 51.4438 48.9485 23.819 36.4217 30.3075 26.069 12.5268 19.3752 15.5776 13.5417 22.3087 12.6586 29.9437 26.8256 12.084 13.2383 13.5872 12.234 7.96522 6.49314 9.78048 5.50846 13.985 7.2577 11.6021
internal_count=3910 1187 2723 2494 812 727 695 375 448 350 313 247 229 162 122 363 170 337 299 155 164 135 116 66 56 78 51 158 109 140
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 12 12 2 124 16 47 50 4 0 48 160 12 31 1 150 2 15 15 4 52 484 1 39 16 4 13 16 42 0
split_gain=39.632 11.0471 10.1383 6.68288 5.54251 5.16135 5.27781 6.05056 4.78086 4.49703 3.58484 3.60031 4.87677 3.19163 3.00096 2.95364 3.41928 3.0736 3.47796 4.91544 2.92767 2.92426 3.71229 2.76842 3.07712 2.53273 2.32531 2.30356 2.9645 2.02329
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.14808000000000002 -0.50873999999999986 0.081265000000000018 0.091930000000000012 0.11551000000000002 0.39574000000000004 -0.060094999999999989 0.12862000000000004 -0.079234999999999986 0.11215000000000001 -1.0000000180025095e-35 0.11287500000000002 0.083205000000000015 0.092175000000000021 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.084699999999999984 0.073820000000000011 0.088385000000000005 0.14706500000000003 0.63868000000000003 -0.060264999999999992 -0.26418499999999995 0.3935300000000001 0.093535000000000021 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 5 -2 6 7 10 9 26 11 14 -13 -1 -3 17 20 -15 19 -19 -17 22 25 24 -7 -21 -4 28 -11 -28
right_child=1 3 8 -5 -6 23 -8 -9 -10 27 -12 12 -14 15 -16 16 -18 18 -20 21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0023097896352718525 -0.0024659027654302247 -0.0025598980188432045 0.00021580323455175043 0.0022512941682529455 0.0023009518842680931 -0.0023620846798523103 -0.0013968198648117082 -0.002862887931734229 0.0024023596546867009 0.00012785611755076917 -0.0021608699082475307 0.0023418858262823422 -0.00091307803469762347 -0.0022091180876355337 0.0011971660210090029 -0.00294522654474395 0.0020376069364167258 -0.0021992696397669814 -0.0028081054534012432 0.0021120573821879363 0.00044668196504848317 0.0021050308468165899 -0.0023806897387098022 0.0016246149973936769 0.0014944831900329497 -0.00093565271908182407 -0.0011978304272231806 -0.0027582054604007242 -0.0026469920214988829 -0.0024469925736533564
leaf_weight=2.1630375310778609 1.6083587817847753 2.425657916814095 2.2661840766668311 6.9782038740813723 21.708213727921247 11.725628599524496 10.208255801349877 2.7037398479878894 1.5034589916467656 11.176874127238991 2.0050433725118628 16.144505232572563 3.4253285974264136 10.976081252098078 2.8253948502242565 2.427246056497097 4.4129933230578899 5.6480835787951937 3.8027605004608622 3.907678969204424 4.383311487734316 4.8096105307340613 3.3394671455025673 1.484958417713641 1.4244000799953926 2.9283950105309593 8.8197067044675332 3.2972664162516585 2.9974787011742583 81.676716051995754
leaf_count=17 11 21 13 82 298 179 94 31 11 78 11 180 25 134 27 22 33 67 47 20 33 34 30 10 18 22 124 56 61 2121
internal_value=0 0.000520382 -0.00157465 -3.13592e-05 0.00197214 -0.000324314 0.000138955 0.000669865 -0.00198613 -0.00204599 0.00102592 0.00128336 0.00177217 -0.000632455 -0.000538363 -0.000768922 0.000338672 -0.00111996 -0.000630741 -0.000229447 -0.000762176 0.000513003 -0.000239491 -0.00158222 -0.00194434 0.000806498 -0.00226317 -0.000892866 -0.000458947 -0.00232525
internal_weight=0 84.6677 160.536 61.3511 23.3166 54.3729 39.7379 29.5297 111.738 110.234 26.8259 24.8209 19.5698 48.7987 5.25105 46.6356 11.2236 35.4121 24.436 20.6332 6.81056 14.9852 10.1755 14.635 13.15 6.83607 92.7626 17.4716 14.1744 90.4964
internal_count=3910 987 2923 678 309 596 389 295 2464 2453 264 253 205 459 48 442 88 354 220 173 55 106 72 207 197 42 2258 195 139 2245
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 39 16 43 4 4 50 48 2 16 4 51 48 4 0 4 47 0 1 12 1 2 15 13 13 3
split_gain=21.0687 6.98308 6.06018 5.54703 5.28347 4.07288 4.05264 4.04794 3.93883 5.90738 3.83222 4.64767 4.41519 3.33854 2.83616 2.69411 2.69024 2.63709 2.49646 2.46095 2.45383 2.37971 3.50621 2.33565 1.93421 1.93164 1.8219 1.73904 1.66843 1.79496
threshold=0.094485000000000013 -0.041094999999999993 -0.060094999999999989 0.086245000000000016 0.16699000000000003 0.15608500000000003 0.062650000000000025 -0.083684999999999996 0.26790000000000008 -0.00027999999999999998 0.11515000000000002 0.11930500000000001 0.090695000000000012 0.67964000000000013 0.39574000000000004 0.085845000000000019 0.091125000000000025 -0.49269499999999994 -0.11524 -0.14301 0.097435000000000008 -0.14867499999999997 0.083065000000000014 0.091650000000000023 0.085990000000000011 -1.0000000180025095e-35 0.024640000000000006 -0.085879999999999984 -0.083654999999999993 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 14 5 6 10 17 9 -2 11 12 25 -8 18 24 -11 -4 21 -19 27 -1 -23 -21 -5 -3 -14 -9 -27 -30
right_child=1 4 7 15 -6 -7 13 20 -10 16 -12 -13 26 -15 -16 -17 -18 19 -20 23 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0023312315267769914 0.0020811374854312324 0.00069601302101421499 -0.0010708693095930048 -0.00030520949825134841 0.0024163609455267699 0.0029069542723968757 -0.0024331437046781331 -0.00027445671201160692 0.0028672789254374051 -0.0029962480176096195 -0.0022583445503465537 -0.0024754024298145379 0.002063933145629142 0.0025111679959655179 0.0030560475287155918 -0.0017431397582410634 0.00079189147478692069 0.0035771654088422606 -0.0024407519341091578 0.0028449758010403985 0.0018750758809541264 -0.0016082633849233276 0.0024749387565063006 -0.0015137818084878924 0.0025842080071798099 0.0003611231523024052 -0.00048286590918470329 -0.002322646572796648 0.0015234683178157937 -0.0030442299411775867
leaf_weight=5.82801653444767 8.0319294631481153 4.9770783558487892 3.160145491361618 3.8663021214306337 4.9213068336248389 2.4048554301261893 10.94589029625058 4.4479340258985749 9.3248134367167932 3.3674646131694344 5.4603521320968857 4.0846996158361426 11.427578117698429 1.0678213201463211 0.73586059361696143 4.4725207537412643 2.2134387344121933 3.2105344347655773 58.077432096004486 1.5347490534186383 1.5898672398179758 3.7059947345405799 2.5148065816611052 2.0398541875183582 2.8798683937638998 2.3880563825368881 2.4258544966578475 8.7881071493029577 0.71994538046419432 4.1219585873186659
leaf_count=106 127 47 28 33 85 32 233 27 197 24 91 37 141 14 7 42 27 22 2129 14 14 72 18 29 20 25 18 162 4 85
internal_value=0 0.000293945 -0.0015314 -0.00188059 -0.000222441 -0.000482043 -0.000653193 -0.000374321 0.00153091 0.000615492 -0.000200899 0.000171777 0.000586694 -0.00199368 -0.00215667 -0.000136743 -0.00149384 0.000943054 -0.00221137 0.00188103 -0.00125802 -0.00110573 4.24024e-05 0.000357642 0.000928252 -0.00058367 0.00161797 -0.00163436 -0.0014646 -0.00236506
internal_weight=0 77.883 106.852 82.0808 54.9454 50.0241 47.6192 24.7712 22.9376 13.6128 35.6055 30.1452 26.0605 12.0137 70.8621 11.2187 5.5809 9.94528 70.1262 6.78514 14.8259 12.0488 6.2208 3.5746 6.74617 12.207 13.8534 13.236 7.22996 4.8419
internal_count=3910 1187 2723 2427 812 727 695 296 375 178 448 357 320 247 2332 95 51 93 2325 65 203 196 90 43 53 161 159 189 114 89
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 38 3 3 49 160 4 14 132 13 148 42 40 1 48 4 11 0 1429 1 52 150 2 2 16
split_gain=37.249 9.9324 9.9234 5.80899 5.32742 6.73392 5.09368 4.35927 4.89483 3.73285 3.71184 4.97394 3.26866 3.79022 3.56981 2.91459 2.71176 2.67524 2.5695 2.55157 2.39944 1.98872 1.82279 2.71463 1.66705 1.60285 2.37401 1.66756 2.85199 1.85159
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 -0.42985499999999993 0.091930000000000012 0.11551000000000002 0.13584500000000002 -0.097604999999999983 0.10666500000000002 -0.047894999999999993 -0.079234999999999986 0.62104500000000018 0.077685000000000018 0.080815000000000012 -0.089899999999999994 -0.027139999999999994 -0.055344999999999998 -0.083709999999999993 0.076710000000000014 0.12862000000000004 -0.029114999999999999 0.077415000000000012 -0.060094999999999989 0.084895000000000012 0.13084000000000004 -0.08799499999999999 0.083205000000000015 0.083945000000000006 -0.0098549999999999974 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 10 -2 9 -9 21 11 -5 13 14 18 -16 -12 -17 -1 -18 -6 -3 23 -11 -22 -19 27 28 -27 -29
right_child=2 7 3 4 20 -7 -8 8 -10 22 16 -13 -14 -15 15 17 19 25 -20 -21 24 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0012981116929014504 0.00269341318955694 0.0024360652544698747 -0.0030250683296403525 -0.0022338410870573846 0.0019139740053898118 -0.0033253017552838863 -0.0030782703033315488 -0.0027631087407192548 0.00026610592502110072 -0.0030572717213761735 -0.0010224159400190444 0.0031574900624932677 -0.0034193916455614137 0.002297784142216592 0.0022515159484733675 0.0015348689173345417 0.0023947557079947467 -0.0027286564447680855 0.0029016266220486925 -0.00012398070880650588 -0.0021798852850344859 -0.0010934575275076837 -0.00066561218085869412 0.0015713211898522295 0.00010725761110924932 -0.0031828478693969693 0.00047821951295773515 -0.0031542525828107387 0.0012912283096296146 -0.00060813588434876272
leaf_weight=1.8431608863174904 20.636416096240286 3.1262331604957607 4.6912221051752558 4.8648465275764456 1.908829718828202 2.9034572802484027 1.3608355671167363 74.685296397656202 4.7361448705196372 9.613665562123062 2.7330312468111542 2.0228127464652061 3.2897070087492457 3.8670385032892218 2.0869988426566115 2.5945245027542141 21.706849627196792 7.0236718170344856 3.576505471020937 3.9726081714034072 9.6586544550955242 2.3234881274402142 7.1307460330426666 1.1887458786368377 3.6724484376609334 1.8751991428434847 5.6090001091361037 7.4631830342114025 3.2533990181982579 3.5044822990894247
leaf_count=24 300 22 114 41 17 34 9 2114 23 213 27 29 36 30 21 22 244 98 30 32 109 21 62 9 31 25 38 85 24 26
internal_value=0 -0.0017603 0.000683314 5.78303e-05 0.000328444 0.000904643 0.00233635 -0.00225962 -0.00258247 -0.00116303 0.00125256 -0.00065048 -0.000644083 -0.000430253 -0.000701934 -0.0010548 0.00171389 -0.00127509 0.00147335 0.00200511 -0.00111598 0.000931254 -0.00179946 -0.00254792 -0.00154982 -0.00152886 -0.00114061 -0.00170472 -0.000344654 -0.0023407
internal_weight=0 148.791 80.132 58.1348 53.4435 38.2036 21.9973 102.804 79.4214 23.3829 35.3001 6.88766 45.9869 42.6972 38.8301 33.4105 28.4125 31.3235 5.41967 25.6795 15.2399 5.44972 17.9332 10.8024 13.3311 28.7289 21.7053 16.0963 5.1286 10.9677
internal_count=3910 2923 987 678 564 407 309 2464 2137 327 373 70 459 423 393 339 303 318 54 276 157 43 284 222 140 296 198 160 49 111
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 15 12 484 42 160 52 40 3 457 133 2 42 39 4 160 16 43 453 12 13 52 1375 133 13 13 16 1 376 2
split_gain=19.8424 6.57982 6.19023 5.18941 4.79572 4.87234 5.10435 4.49907 4.10087 4.01813 3.86607 3.75099 3.77325 3.62243 3.00274 3.42516 3.91348 3.42537 3.28302 2.91888 2.7548 2.75171 3.20567 3.38082 4.34577 2.5355 2.49722 2.46575 2.66165 2.18722
threshold=0.10113500000000002 0.084050000000000014 -0.071274999999999991 -0.0043499999999999988 -1.0000000180025095e-35 -0.096329999999999985 -0.42035499999999998 0.34489500000000001 0.31335500000000011 -0.0015249999999999997 0.10599500000000002 0.089785000000000018 0.093535000000000021 0.18016500000000005 0.51224500000000017 -0.079234999999999986 0.064860000000000015 0.25671000000000005 1.0000000180025095e-35 0.11742500000000002 -0.26418499999999995 -0.092854999999999979 -1.0000000180025095e-35 0.065880000000000008 -0.0064299999999999991 -0.084084999999999979 0.67964000000000013 1.0000000180025095e-35 0.091535000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 27 -6 -7 -2 13 -8 11 21 -13 14 15 -4 17 18 19 -17 -3 -11 -23 24 -24 -25 -18 28 -5 -26
right_child=2 20 8 4 5 6 9 -9 -10 10 -12 12 -14 -15 -16 16 26 -19 -20 -21 -22 22 23 25 29 -27 -28 -29 -30 -31
leaf_value=-0.002778045168839398 0.0024105613299280175 0.0030990676580386232 -0.0024992404769664657 -0.0030573823338619797 -0.0025276039721352506 -0.0027171546271203455 -0.0024580644937356477 -0.0034692593373833467 0.0030438031811033032 -0.0030973040395186522 -0.0032225406447820987 0.0022805609824958764 -0.00143518685291238 0.0035219458141639965 0.0026358929002866789 0.0013302245068856453 -0.0024890637533949633 -0.0033693052555418402 -0.0032604980803131989 -0.0019006280898389554 -0.0026852392404802536 -0.0031196976077399372 -0.0020070342808768894 0.00034093730385060443 -0.00055921401502710352 0.0059019400043466433 0.0023268017015903677 -4.3378172217559065e-05 0.002593279546065072 0.0029509428534956086
leaf_weight=12.205061111599205 15.217694327235224 0.68421316891908546 6.6331080403178921 11.738004762679338 7.2606905736029139 5.070192562416195 3.8570966664701691 1.1384046226739872 3.2790940515696994 2.2012280002236322 2.0376157835125914 15.281987316906454 2.6032041218131772 1.9662152230739582 2.4344422928988925 18.478871731087576 7.4818877540528756 1.8880319949239481 1.6381208859384049 2.5955785401165477 32.557548539713025 1.939552320167423 4.6326723843812898 1.1314422786235812 2.2988674379885197 1.6267541833221919 0.99261715635657299 3.5765663385391226 0.72008088976144868 3.8889808543026509
leaf_count=364 301 4 81 353 176 149 81 8 66 53 27 133 49 30 43 215 167 22 19 23 1240 47 93 25 33 18 12 51 5 22
internal_value=0 -0.00149539 0.000488059 -0.00106167 -0.000761829 -0.000353886 -1.49804e-05 0.00200132 -3.42467e-05 0.000315158 0.000599322 0.000818043 0.00173973 -0.000263072 -0.000439666 -0.000628223 -0.000252997 0.000322975 0.000629904 0.000932305 -0.00256618 -0.000112264 0.000311156 0.000801212 8.24978e-05 0.00362076 -0.00192498 -0.00213134 -0.00273077 0.00164687
internal_weight=0 115.312 63.7441 82.07 69.8649 53.8303 46.5696 16.3561 47.388 41.4994 37.6423 35.6047 17.8852 44.1089 42.1427 39.7082 33.0751 24.6006 22.7126 21.0745 33.2418 17.7195 15.5183 13.5787 10.8205 2.7582 8.4745 16.0347 12.4581 6.18785
internal_count=3910 2923 987 1679 1315 906 730 309 678 581 500 473 182 612 582 539 458 279 257 238 1244 291 238 191 148 43 179 409 358 55
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=12 16 13 1 14 0 132 457 47 48 160 160 43 0 48 52 47 50 0 1373 1375 51 43 12 48 12 2 150 4 1
split_gain=19.6054 9.62701 6.67546 6.17471 5.72518 4.28268 4.06687 3.73675 3.62596 3.97682 3.58405 4.4188 3.11094 3.30286 3.10021 2.6081 3.3807 2.51109 2.60491 2.57555 4.16446 3.69096 2.34343 2.46886 2.33322 3.04839 2.2779 2.09015 2.08263 2.89894
threshold=0.080120000000000011 -0.17157499999999998 -0.00059999999999999995 0.084795000000000023 0.082845000000000016 -0.06402999999999999 0.087875000000000023 0.081330000000000013 0.081320000000000017 0.10417000000000001 0.085065000000000016 -1.0000000180025095e-35 -0.074254999999999988 -0.053834999999999994 0.091555000000000011 -0.087094999999999992 0.09252500000000001 0.084340000000000012 0.20277000000000003 1.0000000180025095e-35 -0.43271999999999994 -0.07742499999999998 0.098320000000000005 0.09112000000000002 0.09227500000000001 0.11878500000000002 0.097360000000000016 0.081245000000000026 -0.0031049999999999997 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 -3 -5 -10 11 -2 13 -7 26 -4 17 18 19 20 -17 -22 23 -13 25 -25 -15 -23 29 -9
right_child=1 5 6 4 -6 12 -8 28 9 -11 -12 22 -14 14 -16 16 -18 -19 -20 -21 21 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013654965163053142 -0.002356801785186928 -0.0028667061330242324 -0.0021565085094514269 0.0029546238155698169 -0.0044542642903386206 0.0039473383679528885 0.003131395543607903 -0.0033272738028190777 -0.0013365613223122867 0.003382505785140281 -0.0033742681929366282 0.0050467620127111236 -0.0019782301809606931 -0.0039505816264696798 0.0027026055260059552 -0.0032013993397878395 -0.0022154307227484492 -0.0030049465794503051 -0.0026966271971137568 -0.0024219147624744753 -0.0015920842574090482 0.0012782055480158739 -0.0012672642465105595 0.0036590789307741935 -0.0013593490906250194 -0.00069052384735308772 0.00046550666638208219 0.0035918189866818431 0.0021940626250985767 0.0027061058418620045
leaf_weight=6.4122585579752913 3.5353981461375996 53.628689143806696 8.939024016261099 18.942065674811609 1.2337499931454647 1.9224504716694353 2.7428036071360102 2.6482883803546433 4.4873728975653639 2.6238283067941666 2.3028380293399087 2.080419545993208 12.021960286423562 2.4604364298284072 1.8380908649414776 1.9084648378193509 6.873639751225709 2.1216875799000254 2.2283081337809554 2.1457597501575938 2.971495024859915 10.093759899958959 2.3899519629776487 4.6020406354218704 2.2003405503928661 2.2120096907019615 1.934435276314616 5.6452109664678565 2.0367445722222319 1.0238393694162367
leaf_count=97 71 2103 140 369 8 27 33 72 39 37 52 21 236 40 24 14 72 26 14 21 36 110 32 49 19 19 32 63 23 11
internal_value=0 -0.00173685 0.000295239 0.00132326 0.00195509 -0.00220532 -0.000463318 -0.0026174 0.00225861 0.000404638 0.000190903 0.000673272 -0.000993473 0.000458166 -0.000618009 -0.000692999 -0.000308092 0.000175422 0.000445408 0.000752964 0.00108337 0.00152041 0.00146769 0.00205683 0.00136679 0.00224709 -0.00200681 0.00210805 -0.000275399 -0.00164509
internal_weight=0 98.8379 79.3694 33.6993 27.287 79.5149 45.6702 59.3376 26.0533 7.1112 19.323 17.0202 20.1774 8.15541 6.23296 42.9273 33.9883 27.1147 24.993 22.7647 20.6189 18.7105 13.4848 11.0948 9.01439 6.81405 4.39487 15.739 5.70887 3.67213
internal_count=3910 2831 1079 550 453 2568 529 2209 445 76 263 211 359 123 96 496 356 284 258 244 223 209 140 108 87 68 72 173 106 83
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 4 0 3 123 480 1 123 15 13 49 48 12 16 475 4 12 1 15 13 148 12 160 0 0 12
split_gain=50.4707 13.2698 11.7317 9.62181 6.34031 5.31487 5.44138 4.18455 4.38393 4.18359 3.9251 3.33747 2.99684 2.79516 3.33584 2.7279 2.65337 2.62105 4.23272 2.60362 2.55809 2.35955 3.04603 2.30395 1.91975 1.86661 2.35922 1.84129 1.82913 3.21985
threshold=0.10113500000000002 0.080120000000000011 -0.37613999999999997 0.086785000000000015 0.12539500000000003 0.39574000000000004 -0.060094999999999989 -0.15121499999999996 1.0000000180025095e-35 0.086640000000000009 0.13702500000000004 0.08128500000000001 0.024640000000000006 -0.071149999999999977 -0.14750499999999997 0.12862000000000004 0.099370000000000014 0.081265000000000018 -0.061639999999999993 -0.49837999999999999 0.091555000000000011 0.092550000000000007 -1.0000000180025095e-35 -0.26418499999999995 -0.082164999999999988 -0.0089849999999999982 -1.0000000180025095e-35 0.16242500000000001 -0.11524 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 23 -1 17 12 11 -5 15 -14 -15 24 19 18 -9 -8 -6 22 -10 -3 -4 -20 -27 -18 29 -25
right_child=2 5 3 10 20 -7 16 8 21 -11 -12 -13 13 14 -16 -17 27 -19 25 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0013791636477791228 -0.0019831828865085866 0.00018403785346108494 -0.00012596413301491332 -0.0013230825539849512 0.00047462239604486233 0.0023849985791773928 -0.0018914430834018614 0.0014860748866002895 -0.0021479153697508521 -0.0017679914534867664 0.001771248399315411 0.0012782909343899203 0.0024709009504813337 0.0014813775660369273 -0.0021646642661778599 -0.00056982788504424532 -0.0025929597146345639 -0.0024453256742520144 -0.0024073637817096671 0.00069815364905069001 -0.0023167004791543886 0.0016219329348038487 0.001393675780785331 0.00023583501223074208 0.0023790803690983838 -0.0022512553455568711 -0.00025090468816998783 0.00030115137166235751 -0.0023079984321461981 -0.0025903274201161644
leaf_weight=6.1945228278636923 7.8026929274201384 2.2556346803903571 1.7381304055452336 13.945059046149259 5.4347498267889005 1.5778766497969616 2.8975627385079861 3.8180390782654348 2.8932757936418056 1.7540795803070057 3.8882138133049002 3.322002373635768 2.8936104401946068 2.6964118257164955 2.7646831311285478 1.9232495427131642 4.9383458495140067 6.4200092554092398 5.1245670840144255 7.790818754583599 2.6602551303803921 5.7724665477871895 2.4311356768012029 4.3511708304285985 39.124827034771442 4.3990787118673405 11.839354764670119 1.5779919065535066 83.660028506070375 4.42123619094491
leaf_count=38 136 13 16 139 46 11 33 27 33 12 32 29 24 25 24 12 92 92 67 58 30 43 14 54 462 56 89 12 2121 70
internal_value=0 -0.00142805 0.000749877 0.00100948 0.00147961 -0.00186574 -0.00192568 -0.000412258 -0.000672153 0.00177379 -0.000345871 -0.000822605 0.00189527 0.00061757 -0.000364434 0.00214476 -0.000719053 -0.00111502 -0.000775854 -3.8721e-06 -0.000442688 0.000589018 -0.000530819 -0.00214492 0.00227253 -0.00118011 -0.00079281 -0.00189212 -0.00220175 -0.00118853
internal_weight=0 162.363 89.948 82.1453 60.99 113.471 111.893 48.8924 42.6979 52.895 21.1553 17.2671 51.1409 8.35471 5.46109 42.7862 17.2047 31.601 25.181 10.6884 8.095 11.0969 5.32441 94.6881 40.863 21.363 16.2384 6.51634 92.4324 8.77241
internal_count=3910 2923 987 851 651 2464 2453 459 421 575 200 168 563 73 49 490 195 331 239 91 76 90 47 2258 478 212 145 104 2245 124
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 12 3 38 3 3 130 49 50 16 48 160 12 16 3 1 51 41 50 47 148 4 1 4 47 151 0 1429 11
split_gain=29.6883 8.63426 8.32854 5.06093 4.41202 4.38687 4.51924 4.22562 3.53303 3.32473 4.42348 4.67674 3.88183 4.43458 3.27253 3.00999 2.47408 2.41936 2.34615 2.61114 2.23882 2.10507 1.81052 3.15417 2.91556 3.23789 2.96892 1.78426 3.66134 1.55225
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.10657000000000001 -0.097604999999999983 0.10666500000000002 -0.012079999999999999 -0.047894999999999993 0.11515000000000002 0.13514000000000004 0.11930500000000001 -0.078874999999999987 0.11742500000000002 0.67964000000000013 -0.15121499999999996 0.11257500000000001 -0.10145999999999998 1.0000000180025095e-35 0.081160000000000024 0.13135500000000003 -0.079104999999999995 -0.017449999999999997 1.0000000180025095e-35 0.0057500000000000008 0.077735000000000012 -0.086034999999999986 -0.060094999999999989 0.084965000000000013 0.077165000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 -2 8 -7 -4 29 10 11 12 16 21 20 -1 -9 -17 19 22 -12 -14 -19 -24 26 -26 -25 28 -10 -3
right_child=2 5 3 -5 -6 6 -8 9 27 -11 14 -13 13 -15 -16 17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012002861187506229 0.0025608031587024357 0.0021918108215229137 0.0019884123253055908 0.0021575784323583313 -0.00062186947718691785 -0.0023986306880302921 0.00024375107275909435 -0.0034890830518344907 -0.0027007854299920166 -0.0024299183816449588 -0.0027823682268055473 -0.0019918051508750808 -0.00041115377493244627 -0.0021244985542059548 0.0019425970380834484 -0.0024753137761648765 0.00060480051611006718 0.00091395328708964438 -0.0028149158520547738 -0.002416014085376548 0.00024480568687503131 0.0022364664620328706 -0.002794721290765047 0.0011924716800643222 0.0021827267669906367 -0.001575734721008859 -0.0022853713548520358 -0.00047049731210655783 0.002938441452879447 -0.00060421295006726609
leaf_weight=5.763549029827117 16.087979968637232 2.8722818009555366 4.9568393416702738 6.5280916914343825 3.4632679745554915 64.28097110055387 4.5334693714976302 1.962961053475744 8.5903022922575456 5.1684728637337676 7.5499184280633909 4.6301733925938597 2.314182024449118 2.1027319543063632 1.4823704138398159 4.8279488738626233 1.9013479873538015 8.5320613756775874 2.7095005251467219 3.4699279740452758 2.0277909785509109 13.013486165553324 3.2568542547524038 2.3776364959776464 5.3041984029114246 2.0908457562327385 4.9482926838099877 6.583786174654958 0.82569146528840143 2.3718250878155231
leaf_count=38 280 21 64 96 29 2114 23 22 215 71 158 39 25 18 18 90 18 70 43 41 18 131 50 18 38 20 51 62 7 22
internal_value=0 -0.00145965 0.000567841 4.69e-05 0.00199703 -0.00191088 -0.00222455 -0.000245578 -0.000894825 -0.000508273 -0.000239733 0.000338057 0.000844646 0.00135886 -0.00159407 -0.000520732 -0.00147478 -0.000785122 -0.000535494 -0.000329485 -0.00214146 0.00183673 -5.63759e-05 -0.000516883 -1.29356e-05 0.00112007 -0.00115663 -0.00149202 -0.00220628 0.000927214
internal_weight=0 133.339 73.1896 53.6384 19.5512 90.0583 68.8144 47.1103 21.2439 42.1534 36.985 25.9249 21.2947 17.4304 11.0601 43.2808 3.86431 37.5173 32.6893 29.9798 9.57771 15.3277 26.5099 17.9778 14.721 7.39504 7.32593 15.9998 9.41599 5.24411
internal_count=3910 2923 987 678 309 2464 2137 582 327 518 447 253 214 174 194 459 40 421 331 288 176 156 247 177 127 58 69 284 222 43
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 40 2 52 49 50 158 48 128 14 132 13 160 1 12 12 131 47 52 50 50 376 12 42 41 52
split_gain=19.6901 6.58835 5.83843 4.1135 4.20211 4.08477 3.95333 2.86256 2.67138 2.61326 2.86038 3.29834 2.73251 2.34852 2.70381 2.70182 2.33763 3.2175 2.78322 3.21554 2.47498 3.96027 2.15075 2.93989 2.09449 1.8265 1.87982 1.81975 2.39399 2.32269
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 -0.097604999999999983 0.10666500000000002 0.34489500000000001 0.13345500000000002 -0.42985499999999993 -0.047894999999999993 0.10976000000000001 0.11034000000000001 0.11930500000000001 0.086435000000000012 0.077685000000000018 0.080815000000000012 -0.089899999999999994 -0.079234999999999986 0.11287500000000002 -0.013124999999999998 0.11540500000000002 0.08103500000000001 0.09585500000000001 -0.08799499999999999 0.081160000000000024 0.122715 0.048695000000000009 -0.0089849999999999982 -1.0000000180025095e-35 0.078150000000000011 -0.12272499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 -5 -2 7 -4 -3 10 11 12 16 14 15 -1 17 -9 -18 20 21 -20 -17 25 -8 26 -24 -10 29 -29
right_child=2 3 6 4 -6 -7 24 9 27 -11 -12 -13 -14 -15 -16 22 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001478846585005255 0.0024205083286839889 0.0010320409139892347 -0.0029947325274970538 -0.0026300651527898775 0.00030588820651181528 -0.0034653169107099731 0.0024635934371929936 -0.0031949914149963688 -0.0030278054265348449 -0.0026353841491112994 -0.0032555508136069295 -0.0019135697794513953 -0.002657581929489887 -0.0032984262615643441 0.0021402074948908452 -0.0024369471730386746 -0.0016550119729597042 0.0016523198444649558 0.0027495690041083611 -0.0010028853038217338 0.0058566906408033352 -0.0018235238821872259 -0.0025125735484197568 -0.0034012848087669454 -0.00080696517106965593 0.0021538879849057665 -1.3214866576140343e-05 -0.0032728334489780433 -0.0032706015882459773 0.00088617860727613145
leaf_weight=4.5705645103007546 15.092660941183569 4.8448261991143253 3.2794215511530629 51.171057157218456 4.4626424089074126 1.0627054274082173 7.1440281979739648 2.3554929383099177 4.3425410483032474 3.2489958554506293 2.0040731169283381 4.653150536119937 1.8346445932984341 2.4094471856951705 3.3586243428289881 6.1950015388429156 2.0976601876318552 2.2585167177021503 9.967784255743025 2.6833596602082244 1.6056194379925717 1.8980804346501816 3.0919336602091905 2.6053170822560778 2.1433541402220726 2.5814338140189639 14.035920456051826 1.4050675984472034 2.4045084323734045 5.7885410971939528
leaf_count=54 301 43 114 2114 23 8 124 27 144 55 33 43 20 36 30 107 22 25 137 26 13 15 58 33 24 20 121 26 50 64
internal_value=0 -0.0014925 0.000527793 -0.00199813 -0.00239456 0.00203334 1.22017e-05 -0.000403696 -0.000824113 -0.000158168 9.8493e-05 0.00032748 0.000749644 -0.000523897 -0.000340436 -0.000592295 0.00102302 -0.000822276 0.00148948 0.00189779 0.00247556 0.00201805 -0.000924334 -0.000504401 0.00170881 -0.000121469 -0.000464401 -0.00146919 -0.00076401 7.38335e-05
internal_weight=0 113.267 63.3295 74.4192 55.6337 16.1554 47.1742 37.8868 18.7855 34.6074 31.3584 29.3543 24.7012 38.8482 36.4388 33.0802 22.8665 4.61401 18.2525 16.1548 13.4715 11.8659 28.5096 22.3146 9.28738 19.7093 17.1279 13.9407 9.59812 7.19361
internal_count=3910 2923 987 2464 2137 309 678 530 327 416 361 328 285 459 423 393 265 52 213 191 165 152 339 232 148 199 179 284 140 90
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=1 4 3 3 2 150 9 14 484 52 13 128 0 44 40 47 4 15 11 133 43 52 150 47 15 124 52 13 484 49
split_gain=17.1637 5.85142 5.45313 6.44208 4.92444 4.69709 4.61343 3.21797 3.04767 2.74248 2.49262 2.43817 2.70436 2.5477 2.38274 2.27628 2.93533 2.24134 2.23532 2.43184 2.58191 2.22625 2.0913 1.90946 2.0453 1.83839 1.98087 1.61345 1.54828 1.53764
threshold=0.094485000000000013 0.51224500000000017 -0.115685 -0.032959999999999996 0.13754500000000003 0.077110000000000012 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 0.043015000000000005 0.084155000000000021 -0.017269999999999997 0.084245000000000014 0.028705000000000001 0.13206500000000002 -0.032604999999999995 -0.008624999999999999 0.080455000000000013 0.0068000000000000014 0.083940000000000015 -0.077699999999999977 0.083205000000000015 0.093315000000000023 -0.11399999999999998 -0.027784999999999997 -0.096614999999999993 -0.15078499999999997 0.083810000000000009 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 6 -2 18 -8 -10 -7 12 13 14 15 16 -11 22 19 20 -1 -18 -5 -23 -25 -19 -27 -4 -28 -29
right_child=1 -3 3 17 -6 10 8 -9 9 11 -12 -13 -14 -15 -16 -17 21 25 -20 -21 -22 23 -24 24 -26 26 28 29 -30 -31
leaf_value=0.0026792352249450798 0.003141374047800692 0.0028472744405841875 0.0033893091469666121 -0.0026216186536072816 0.0020044348447756087 0.0017460452321777069 -0.0029937220494485831 -0.0030078010282875507 -0.0029468574503198849 -0.0021616416851130719 -0.0011408841413153418 -0.002818875338045838 0.0025201135756463861 -0.0034658898531230165 0.003092515263519436 -0.0029474016147400472 0.0033596142662759647 0.0022040883068780576 -0.0022342217847552883 -0.001117655783721446 -0.00049966996417276236 0.0012646761500586343 -0.00037847629325012583 0.00043436770889609429 -0.0030262776987624003 -0.0031223303823466253 -0.00050731211388138501 -0.00077905723241416137 0.002264186150092661 -0.0026279325412829572
leaf_weight=6.2975535206496733 2.3425925951451054 6.8215894885361186 0.38307896070182224 7.1123884487897175 9.1944710928946716 11.554614884778855 5.2587547916918984 2.6099537946283808 3.7756976485252336 4.0645755808800539 3.0753421504050484 2.9657941702753297 2.866050014272342 2.0270109456032506 1.7208572067320336 2.497255401685833 2.0202418696135398 2.650400958955287 2.2077528312802306 3.6191775798797599 3.0945651941001415 5.7902535814791829 6.4241856448352337 3.2031798325479031 2.4461313616484404 1.8588270973414172 7.6045909170061332 3.9672864023596039 2.0860209874808788 46.126399835571647
leaf_count=54 36 167 4 123 152 181 94 72 136 80 32 45 40 20 19 27 31 19 31 52 20 64 58 27 36 41 80 89 16 2064
internal_value=0 0.000336747 -0.00150648 -0.00183069 7.24713e-05 -0.000246966 -0.000741846 -8.42145e-05 -0.000977296 -0.000659596 0.00113919 -0.000367852 -9.49372e-05 -0.000410252 -0.00012538 -0.000401958 -3.92277e-05 -0.000727357 0.000417159 0.000867044 0.00163183 0.000601696 -0.00155707 0.000114644 -0.00106408 6.35982e-05 -0.000427608 -0.00243695 8.92863e-05 -0.00248151
internal_weight=0 71.6244 96.0422 78.2132 64.8028 55.6084 40.9784 17.829 38.6358 33.377 14.63 29.6013 26.6356 23.7695 21.7425 20.0216 17.5244 27.7364 15.219 13.0113 9.39212 13.4598 13.5366 11.4396 5.64931 14.1998 11.5494 50.4768 9.69061 50.0937
internal_count=3910 1187 2723 2494 1020 868 655 229 619 525 213 389 344 304 284 265 238 337 157 126 74 158 181 127 63 156 137 2157 96 2153
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 12 3 4 3 3 48 121 128 14 484 457 52 13 376 41 4 4 48 49 3 52 51 14 47 150 0 0 43 13
split_gain=33.4046 10.5391 7.33516 7.49271 7.29171 7.79268 5.9161 4.03096 4.02139 3.89252 3.92593 3.82723 3.38383 2.83447 2.5073 2.27555 2.25918 3.87745 2.72626 2.24142 2.17963 2.7876 3.49503 1.51377 1.59332 1.6214 1.26436 1.74369 1.36887 4.97276
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.22584000000000001 -0.115685 -0.032959999999999996 0.11930500000000001 -1.0000000180025095e-35 0.092725000000000016 0.077685000000000018 -1.0000000180025095e-35 0.081330000000000013 0.13709500000000002 0.10153000000000002 0.048695000000000009 0.078150000000000011 0.41171000000000008 -0.00027999999999999998 0.091690000000000008 0.14121000000000003 0.086245000000000016 -0.094124999999999986 0.087505000000000013 -0.45282499999999992 0.09585500000000001 0.12187000000000002 -0.11524 -0.14293499999999998 -0.27619499999999997 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 7 9 26 12 -3 16 10 -1 19 23 15 20 -12 17 -2 -19 -9 -7 -22 -23 -5 25 -25 27 -6 29 -28
right_child=1 2 -4 6 5 14 -8 11 -10 -11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0022799139629018613 0.0017732328331125961 0.002262098465268455 0.0019640889078262024 -0.00012033328132008291 -0.0022908490511227308 -0.0016204650973722422 -0.0018852601383732639 -0.001691828823484675 -0.001817688171927098 -0.0021498549565325598 0.0018887279598045817 0.00053444512303086689 -0.0011525311187215997 -0.00054553175944111072 0.00060514599417056702 -0.00021775152028336847 0.0021772388429945576 -0.00091905769865510548 0.0019128341819498555 0.00020992367492289005 -0.0022978340369232699 0.00059358517854352815 -0.0015829034540911745 0.0021976057325860912 0.00029345669867814712 1.7742502363694322e-05 0.0031241869921027217 0.00060359600345536075 -0.001975467390628084 -0.0021246159704564451
leaf_weight=2.2793116122484269 10.7958937548101 1.4368806406855608 5.9414813369512549 2.7721835896372893 1.4897231273353102 10.686127567663791 3.6344280019402495 22.822507312521346 1.5928600728511799 3.4486062135547391 6.5458753667771798 4.4598978087306014 2.7795025072991839 5.9403909705579272 5.2457653507590285 3.0319743826985359 11.043419923633335 5.0682109370827702 1.8843289837241171 2.8128407038748255 2.7696030549705055 9.5094192586839181 4.3426175788044921 9.3157524652779085 3.3664719313383094 1.6182556860148896 0.99498540163040106 1.9312244914472092 65.984597226604819 2.7317876163870096
leaf_count=34 136 18 80 27 18 154 31 396 12 72 43 36 24 53 38 27 188 42 23 27 41 66 38 110 20 17 16 30 2025 68
internal_value=0 0.000324279 -0.00015777 -0.00038691 -0.00126979 -0.0014858 0.000472614 -0.00102712 0.0012914 -0.000195242 0.0001835 -0.00118416 0.000904281 0.000545325 -0.000667683 0.0012219 0.00146341 0.00101925 -0.000151537 -0.00148316 -0.00091219 -0.000456837 -8.87446e-05 0.00123914 0.00150268 0.00187498 -0.00184997 -0.000656851 -0.00190853 -0.000723274
internal_weight=0 91.3449 60.9602 55.0187 126.932 105.686 23.4866 31.5321 30.3847 21.2462 17.7976 30.0952 19.8522 15.5182 32.5535 9.57785 28.7919 17.7484 6.95254 25.6353 27.3078 16.6216 13.852 17.0727 14.3005 10.934 73.1323 3.42095 69.7114 3.72677
internal_count=3910 1187 786 706 2723 2494 229 477 401 229 157 459 198 123 337 70 389 201 65 423 299 145 104 174 147 127 2157 48 2109 84
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 130 4 50 48 2 128 1429 43 16 1 43 16 4 4 52 48 4 12 16 52 48 2 39 2 13
split_gain=15.9512 5.5238 5.13444 5.16409 4.40184 3.40632 3.51237 3.85316 3.814 3.42772 3.37982 3.34852 3.30107 3.16174 2.81636 2.39235 2.36868 2.18605 1.98727 3.60001 1.92683 1.75848 1.8276 1.63367 1.53282 1.5176 1.51206 1.48829 1.43159 1.43523
threshold=0.094485000000000013 -0.041094999999999993 -0.060094999999999989 -0.10575999999999998 0.16699000000000003 -0.012079999999999999 -0.034289999999999994 0.11515000000000002 0.11930500000000001 0.09580000000000001 0.092725000000000016 0.084920000000000009 -0.083684999999999996 -0.27337499999999998 0.085990000000000011 0.070805000000000021 -0.092014999999999986 -0.49269499999999994 0.26790000000000008 -0.012244999999999997 0.085265000000000021 -0.14301 0.091650000000000023 -0.074204999999999979 -0.07125999999999999 0.084795000000000023 0.10113500000000002 -0.088634999999999978 0.080080000000000012 -0.48634999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -3 23 8 9 -8 18 14 17 -5 28 -14 20 -4 19 -2 -16 -19 -23 -7 -11 -21 -17 -15 -1 -30
right_child=1 4 12 13 -6 6 7 -9 -10 24 -12 -13 15 27 16 26 -18 21 -20 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00053015455077271728 0.0028208676011885095 0.0022101632604101125 -0.001083666458364309 0.0018640738112022329 0.0027845092813098709 0.00040982894215171509 -0.00048011786165697094 -0.0034264784745476353 -0.0026291823722250783 -0.0007088270590956473 -0.0030309658974601895 0.0033010905097019417 -0.0026516941683025507 0.0032856077328187925 0.0035517117602709464 0.0013116092968151281 -0.0018607601400017701 0.0039455132726557186 0.0033095249665552108 -0.0026659492841187489 -0.00025207356826981094 0.0032533543208463338 -0.0014745427949787288 -0.002918382480712097 0.002417698977926353 0.00084105040313473217 -0.0015846721574003686 -0.002802981114978855 0.00076879834792665538 -0.0029280336868188496
leaf_weight=1.7374382242560447 6.1791794039309025 4.1622230242937794 2.9337103515863419 1.4950996860861767 4.4114246573299161 1.7357607726007689 12.750461822375664 3.3020217213779679 4.1295467913150778 1.8355201501399268 1.3483815006911744 1.7919798754155625 6.5618127528578025 0.39514655992388625 2.4616823848336935 3.7897776886820793 3.2299152780324203 2.9301079139113426 7.6841775812208644 2.234043259173637 2.7529920041561127 1.4246492311358472 1.813630251213908 8.4257478918880206 9.2015629559755308 2.6120897047221661 3.2828608117997646 46.095901506021619 1.1490450426936156 9.4817607495933736
leaf_count=21 119 66 28 29 85 23 163 62 39 25 12 14 144 3 23 23 34 22 193 18 23 14 29 235 114 33 36 2055 8 217
internal_value=0 0.000360975 -0.00161168 -0.00202752 -0.000195042 -0.00048365 -0.000754605 -0.000235363 0.000142081 0.000623176 0.00174574 -0.000796459 -0.000320596 -0.00260743 -0.00114926 -0.00129316 0.000241472 0.00113625 0.00208999 0.00124003 0.00154357 0.00219205 0.000605449 -0.00234987 0.00189774 -0.000775659 -3.27389e-05 -0.00275123 -0.0020988 -0.00252846
internal_weight=0 70.0121 93.3275 70.591 49.9543 45.5428 41.3806 31.2191 27.9171 23.7875 20.0579 22.6048 22.7365 47.9861 20.8128 13.6345 8.44459 9.1021 18.7095 11.0253 5.21467 6.16839 3.23828 10.1615 11.0371 4.84613 7.07264 46.491 12.3682 10.6308
internal_count=3910 1187 2723 2427 812 727 661 403 341 302 375 340 296 2087 326 203 80 93 363 170 46 65 43 258 139 51 59 2058 246 225
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 12 52 47 14 3 3 50 49 1 15 147 3 376 16 52 159 15 13 48 0 15 49 1 0 1429 0 43 0 11
split_gain=31.0153 10.0165 7.34791 6.60709 4.76544 4.4784 4.82529 4.44693 3.44734 3.27596 3.09555 3.66687 3.11078 3.10436 2.83888 2.80951 3.75036 2.81586 3.8078 2.615 2.4891 3.7165 2.44479 2.42207 2.0187 2.29686 2.16552 2.00483 2.63814 1.97155
threshold=0.10113500000000002 0.080120000000000011 -0.42985499999999993 0.086785000000000015 0.07802000000000002 -0.097604999999999983 0.10666500000000002 0.11551000000000002 -0.047894999999999993 0.12381000000000002 0.079360000000000014 0.088035000000000016 -0.11171999999999999 0.048695000000000009 -0.062279999999999995 0.12539500000000003 -0.044129999999999996 0.024640000000000006 -0.067699999999999996 0.12862000000000004 -0.10071499999999999 -0.008624999999999999 -0.14750499999999997 0.085990000000000011 -0.060094999999999989 0.084895000000000012 0.10302000000000001 -0.044024999999999988 -0.10462499999999998 0.077415000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -7 15 29 27 11 12 -1 20 -11 17 -17 19 -19 -4 21 23 -20 -14 25 -10 -26 28 -5 -3
right_child=2 5 3 9 -6 6 -8 -9 24 14 -12 -13 13 -15 -16 16 -18 18 22 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010739840086093919 -0.0021627477654969419 0.0018272046034885604 0.0020257327184715688 0.0019336928159006774 -0.0020083033457124412 -0.0019398293844227132 0.00026326430633045051 -0.0011327626651505545 -0.0021783377920997159 0.001688229132665616 -0.0022955402347717732 0.0025275876311386248 -0.0022402880874227921 0.00066755767585711348 -0.00073791718756023019 0.0021341659168145136 -0.0013629085875623852 0.0026742917054954725 0.00084660567006580238 -0.00053426023919330671 -0.0017220957195239585 0.0016526392514721799 -0.0020729485489250363 -0.00025646664233141555 0.00084570975206102819 0.0010117996011408028 -0.0015634225194605549 -0.0018535401701706958 -0.0011698233117621065 -0.00070895533820212239
leaf_weight=5.9569608867168418 4.0644553191959849 3.069670099765065 29.848198559135202 1.8028030954301355 2.0208857581019393 63.253978008404374 4.5936529487371436 3.1606199331581584 8.2502402961254102 4.9288792721927166 3.1403809301555148 2.0800841972231856 3.910581702366474 6.9437109678983679 3.5915298108011466 2.1942884437739849 3.3195099867880336 2.2571087703108788 2.5301839970052242 1.8239222839474667 9.720131531357767 3.0943846255540839 2.4147407226264468 8.2319723106920701 3.4005845524370644 1.1021034605801112 3.0478699170053005 6.0458273831754941 3.4148144386708736 2.3170986324548721
leaf_count=39 115 22 462 15 15 2114 23 42 213 48 47 17 70 56 40 23 33 22 27 12 150 19 21 61 28 9 34 62 50 21
internal_value=0 -0.00113302 0.00054957 0.000708526 0.00111324 -0.00153054 -0.00179067 0.00124591 -0.000697565 -0.000305503 -0.00031142 -0.000155405 -0.000302822 -0.000559918 0.000665558 0.00141528 2.87981e-05 0.00161194 0.000440515 0.00187831 -0.000901434 -0.000377908 -0.000579092 -0.000895368 -0.00118639 -0.0018024 -0.00029297 -0.00104008 -9.74893e-05 0.000736285
internal_weight=0 132.113 73.4178 69.3533 49.5695 89.0352 67.8476 47.5486 21.1876 19.7839 43.0782 39.9378 37.8577 31.9008 8.52041 44.388 5.5138 38.8742 7.20203 31.6721 24.9571 15.2369 4.94492 12.1426 15.8008 9.35234 6.44845 11.2634 5.21762 5.38677
internal_count=3910 2923 987 872 657 2464 2137 642 327 215 459 412 395 356 88 600 56 544 70 474 300 150 48 131 284 222 62 127 65 43
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 13 49 38 39 16 457 160 12 151 15 147 3 49 0 376 4 12 1 160 52 2 1 16 51 51
split_gain=34.0715 9.66777 8.59972 5.54462 4.65249 4.24876 4.921 4.24538 3.94165 5.44125 4.41005 3.55214 3.41195 4.0175 3.05257 3.56378 3.0708 3.02333 3.22184 2.64459 2.51423 2.25518 3.63462 2.13325 2.94857 2.58822 2.63234 2.09311 1.98678 3.66979
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.50657000000000008 -0.10241499999999999 -0.080034999999999981 0.10657000000000001 0.15608500000000003 0.054425000000000008 0.09112000000000002 -1.0000000180025095e-35 0.11742500000000002 -0.0008699999999999999 0.079360000000000014 0.088035000000000016 -0.15002999999999997 -0.084114999999999981 0.039665000000000006 0.048695000000000009 -0.57869499999999985 0.091475000000000015 0.11561500000000001 -0.080734999999999987 -0.10201499999999998 0.092745000000000008 0.083370000000000014 -0.52488999999999997 -0.097124999999999989 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 8 23 17 -2 9 10 11 -4 13 27 15 16 -1 18 -7 28 -8 -15 -23 -3 -25 26 -26 -13 -18 -30
right_child=2 5 3 -5 -6 6 20 -9 -10 -11 -12 12 -14 21 -16 -17 19 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.001204766546963907 0.0022015809751855962 -0.0025063184759370263 -0.0018819650794499759 0.0018994973498895429 0.0016208024364430934 -0.0019114351192996435 0.0049449696150487268 -0.00044024561137220771 0.0023913129959807684 -0.0017868930904658886 0.0019757454258296915 -0.0023389523771193163 -0.0021067049714052878 0.0021268675209224768 -0.0024293125985973291 0.0026323664033120683 -0.0023416323483849678 0.0023486803553695972 0.0019525447793889321 0.00054268789791244267 -0.0020270068229212256 -0.0013842004822549401 0.0024191636993425984 -0.0026096058126051187 -0.0024337457732157507 0.0014230874002647707 0.0010337483428542562 0.00066373124553981274 0.0022432509405755858 -0.00095308509656839
leaf_weight=4.9813590794801703 17.204002868384126 2.1296266298741093 5.8562529645860257 7.2072998359799376 6.177673425525426 4.0183000229299068 0.2464851588010778 3.4720542430877677 2.2722788378596297 12.044472958892582 4.3650055304169646 2.9313200600445271 2.8903487063944331 5.812790576368565 3.2976113259792319 1.9410830251872528 4.0884038433432606 1.7813126891851414 1.3757859878242014 7.223751872777938 73.377039533108473 3.0000175312161446 1.9815577603876589 1.8879874367266882 2.3309256210923177 5.0899997018277645 1.8772090822458265 1.767361830919987 1.85828740149737 20.816192332655188
leaf_count=29 280 30 65 96 79 79 1 29 22 203 44 28 27 46 47 17 82 17 9 57 2204 27 18 24 42 32 26 23 13 214
internal_value=0 -0.00125292 0.000555929 0.000114539 -0.000147476 -0.00164779 -0.00183576 0.00175795 -0.000401984 -0.000558129 -4.07374e-05 -0.00040386 6.70086e-05 0.000472532 -0.00041225 -0.000249658 -0.000393218 -0.000112984 -0.00092591 -0.000627432 -0.00200367 0.00120471 0.000128692 -0.000507161 -0.000126559 0.000377624 -0.000886929 -0.00120952 -0.000943267 -0.000691129
internal_weight=0 138.321 76.9824 56.3064 49.0991 94.1147 80.7989 20.6761 42.9214 40.6491 28.6047 24.2396 18.3834 15.493 44.2067 40.9091 38.968 7.1754 5.39409 33.9866 73.6235 10.7944 4.98158 13.3157 11.1861 9.29813 4.20813 4.69868 26.7629 22.6745
internal_count=3910 2923 987 678 582 2464 2310 309 503 481 278 234 169 142 459 412 395 105 88 366 2205 91 45 154 124 100 68 51 309 227
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=12 16 13 1 14 0 457 132 160 160 47 48 52 52 484 1213 1373 150 2 1 52 47 1 4 1 43 48 12 3 0
split_gain=16.068 8.23498 5.43178 5.32766 4.55939 4.25807 3.80284 3.30997 3.18845 4.12138 3.03644 3.16234 2.96026 3.47929 3.22475 3.74338 2.42843 2.69033 4.12296 2.17561 2.58079 2.91597 2.20787 2.06601 2.59099 2.04104 1.84983 3.32143 1.77848 2.04915
threshold=0.080120000000000011 -0.17157499999999998 -0.00059999999999999995 0.084795000000000023 0.082845000000000016 -0.06402999999999999 0.081330000000000013 0.087875000000000023 0.085065000000000016 -1.0000000180025095e-35 0.081320000000000017 0.10417000000000001 -0.42985499999999993 0.11401500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084345000000000017 0.081245000000000026 0.089910000000000004 0.14000500000000002 -0.072349999999999984 0.09252500000000001 0.087545000000000026 -0.0031049999999999997 0.086145000000000013 0.098320000000000005 0.11379500000000002 0.11878500000000002 0.10223 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 10 6 -3 16 9 -2 -5 -12 -7 14 -14 -16 17 19 -19 20 -4 22 -22 24 -8 26 27 -11 29 -24
right_child=1 5 7 4 -6 12 23 -9 -10 25 11 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011951541507012736 -0.002204246971519649 -0.0026174777206073095 -0.0026668345623976799 0.0026991219844543441 -0.0036719120831993635 -0.0029746328117238345 -0.0030789932485301564 0.0028449688706803701 -0.0031253195771861627 0.0035152022957501486 -0.0010360847556226517 0.0031011112746272438 -0.0031577970049813317 -0.0027211736482439081 -0.0020151634145370513 0.0021369731042127586 -0.0032478822768625777 -0.0018483031972529828 0.0020700509692450101 0.0018336257925136061 -0.0012634382916175682 -0.0024784995272370365 0.0037329685034097125 0.0022879052552147883 0.0024900509883569906 -0.0011113903922759052 -0.00046243788525088909 -0.0005059507967745834 -0.00047661995328000486 7.5912939640359608e-05
leaf_weight=5.9604948833584812 3.3207924645394131 46.172366788610816 6.1053076870739487 17.039086781442172 1.1718987710773934 3.9102820325642851 2.2774180639535193 2.4717014431953421 2.0658153370022765 6.290287556126712 4.2305675856769076 2.3011080212891102 1.6197506804019219 3.3934134729206553 2.2844490837305793 7.5095978286117271 2.5073111634701482 3.108643636107443 7.1461712867021561 2.2923191636800757 5.9859012663364473 4.7941858675330868 2.7494119778275508 1.9206459466367949 0.95718919113278378 2.2617825604975232 2.204464264214038 2.2497066780924797 3.8675760328769684 2.2455132566392386
leaf_count=97 71 2103 116 369 8 136 72 33 52 71 39 37 33 58 39 93 25 28 77 23 70 62 23 23 11 32 18 19 36 36
internal_value=0 -0.00149214 0.000301701 0.0012154 0.0017961 -0.00193626 -0.00235915 -0.000346571 0.000199211 0.000619855 0.00206796 0.000421449 -0.000776615 -0.000196164 0.000554542 0.00116849 -0.000539907 -0.000362606 0.000882241 -0.000817869 -0.00105393 -0.000552607 6.92163e-05 -4.54777e-05 -0.00143099 0.00134091 0.00185714 0.0024559 0.000969316 0.00208891
internal_weight=0 88.438 73.9772 30.7032 24.7427 70.0451 51.3276 43.274 18.3928 16.327 23.5708 6.53168 18.7175 14.8072 11.4138 9.79405 40.8023 38.295 10.2548 28.0402 25.7479 19.6426 14.8484 5.15525 3.23461 13.0062 10.7445 8.53999 8.8625 4.99493
internal_count=3910 2831 1079 550 453 2568 2209 529 263 211 445 76 359 223 165 132 496 471 105 366 343 227 165 106 83 140 108 90 95 59
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 12 12 2 3 3 38 52 133 483 51 151 15 3 42 456 15 11 376 0 15 2 13 150 4 2 15 15 1 456
split_gain=22.4636 7.74611 6.13991 4.16145 3.92164 4.74025 3.76738 3.40635 2.93707 3.18788 3.14017 3.1688 2.68647 2.70189 2.57991 2.56546 2.54331 2.69885 2.32853 2.99533 3.18745 2.3236 2.26694 2.06228 2.00423 1.88213 1.83006 1.77323 1.65869 1.57861
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.15514500000000001 -0.097604999999999983 0.10666500000000002 0.10657000000000001 -0.42985499999999993 -0.26719999999999994 0.10018500000000001 -0.40274499999999996 -0.27336999999999995 0.079360000000000014 -0.11171999999999999 -1.0000000180025095e-35 0.090170000000000014 -0.016339999999999997 1.0000000180025095e-35 0.048695000000000009 -0.13027499999999997 -0.008624999999999999 0.094825000000000007 0.10741000000000002 0.083205000000000015 0.0033150000000000007 0.10457000000000001 0.024640000000000006 -0.089024999999999979 0.13702500000000004 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 14 -6 29 -4 -9 10 -10 -12 13 22 -3 25 27 -18 19 20 23 -20 -1 -15 -25 28 -27 -16 -13 -2
right_child=2 4 3 -5 5 -7 -8 8 9 -11 11 15 -14 18 16 -17 17 -19 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.002749291184838013 0.0026516087187884933 -0.0023497183728846821 -0.0025671619460252001 0.0024856595894505213 -0.0022709908723011936 0.00039325573743781282 -0.00059046269059222158 -0.0028730661554288149 -0.0020136858912821864 -0.0025020885767782371 -0.0021430214077996219 -0.00011621431137997269 -0.0027345658728626099 -0.0021410994105209432 -0.0001977697108588351 -0.0016873103833363436 0.00017158612997175536 -0.0023603172328609807 -0.00044818511206455748 -0.0017815338521874021 0.0021767325203506751 0.0025169738995753847 -0.00027153902313746509 -0.0010582256506073738 0.0019293774555899639 0.001950220154223281 -0.00037652651305437971 0.0031728463065557985 0.0019983961110285001 -0.00053598113912345076
leaf_weight=3.1839347071945658 12.505547858774664 4.8318869434297111 3.2855580002069464 4.1142145209014407 53.478839384391904 4.4795930013060561 3.2115990072488776 2.0080744512379161 3.0832501854747525 2.513856438919901 2.4121122658252707 10.772129751741888 2.8175193201750508 3.8705359622836095 1.9427448920905592 2.3520999457687131 6.3031268194317782 4.4422183632850647 3.949585895985364 11.665279719978573 3.0611087158322361 2.7921372205018997 2.9735772833228111 3.2655851915478706 2.4195374064147472 13.54303987324238 2.4745762273669234 1.9215523526072509 2.9178082644939414 1.0417158864438523
leaf_count=26 268 148 114 67 2114 23 29 26 43 33 24 109 47 54 27 34 52 86 35 191 20 23 18 28 17 184 20 14 24 12
internal_value=0 -0.00128134 0.000530689 8.98474e-05 -0.00174074 -0.00206507 0.00183217 -0.000127444 6.30601e-05 0.000210206 0.000391761 0.000606911 -0.000392376 -0.00021489 -0.000773834 0.000813811 -0.000252637 -0.000875125 -0.000513671 -0.00087281 -3.26163e-05 0.000779859 0.00129048 -0.00074037 0.000213272 0.00101184 0.00159076 0.0014783 0.000334484 0.0024065
internal_weight=0 117.399 66.2356 49.4767 77.4 57.9584 16.7589 45.3625 42.0769 40.0689 37.555 34.4718 39.9988 37.1813 19.4415 32.0597 14.6096 10.7453 31.0238 24.282 12.6168 6.74172 6.15751 9.55566 5.68512 29.7076 16.0176 3.8643 13.6899 13.5473
internal_count=3910 2923 987 678 2464 2137 309 611 497 471 438 395 459 412 327 371 179 138 368 310 119 58 44 99 45 337 204 41 133 280
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 3 3 3 123 159 1 150 14 50 12 16 16 43 16 15 159 11 0 3 123 1 160 15 13 48
split_gain=38.7933 11.7215 8.90246 7.60866 5.24873 4.76488 5.33463 3.45717 3.74008 3.38076 4.84525 3.32031 2.89245 2.68227 2.48973 2.79956 2.94799 2.43013 2.73731 2.29907 2.29186 2.19036 2.01997 2.68267 2.00656 2.6691 2.00623 1.84093 3.23067 2.73435
threshold=0.10113500000000002 0.080120000000000011 -0.37613999999999997 0.086785000000000015 0.12539500000000003 -0.115685 0.10666500000000002 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.13501500000000002 0.095565000000000011 0.07802000000000002 0.11551000000000002 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 -0.016244999999999996 -0.11807499999999999 1.0000000180025095e-35 -0.094429999999999986 0.080705000000000013 -0.11524 -0.080244999999999997 0.084780000000000008 0.09112000000000002 -1.0000000180025095e-35 0.024640000000000006 -0.067699999999999996 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 22 -1 14 -5 17 19 13 27 -9 16 26 18 -11 21 -6 -3 23 -7 -10 -26 -16 29 -29 -4
right_child=2 5 3 9 20 6 -8 8 24 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0015178687893395197 -0.0020935095786391109 0.00059473070061975602 0.0026131759341113175 -0.002483398591339084 0.0011918683620228622 0.0018253866727211106 0.00057243972703242601 -0.0025248751087806253 0.0024070420148469321 0.0029710754753044973 0.003338135302968788 0.0031217704389622804 -0.0014241662825975046 -0.00081266672685084988 -0.0024557731421797143 -0.002786370746944549 0.0014820333965050822 -0.0015272151425672249 -0.00071584801451377402 -0.0024030202350785426 -0.0017537894725182751 -0.0023598617677725833 -0.0024937282208152291 -0.0028553316534113615 -0.0016884188816274619 0.0015494335851533589 -0.00024914270491202772 0.0034309240420398656 -0.00025225590015962881 -0.00063106699859621451
leaf_weight=5.8717556968331328 6.5208173207938662 6.3032984472811204 33.485199842602015 3.9253593944013145 3.2277149297297001 1.7476045396178963 4.368963159620761 6.6360841765999821 3.2798098400235158 2.3322843313217163 2.812197644263505 1.4495717398822296 1.6996985301375378 2.1297533959150305 4.0102710835635706 3.6544038169085971 4.795677825808526 6.7298089526593667 3.3631741888821125 5.2491477131843558 4.1025647968053809 2.3579837549477816 71.425416477024555 1.6079310812056054 3.4917280860245228 3.4732504189014435 9.4775434546172601 2.4637472741305828 4.8057467490434638 1.8763397485017765
leaf_count=38 136 51 462 58 38 21 23 92 24 20 26 11 12 23 56 71 36 57 39 98 38 40 2194 26 38 28 76 22 44 12
internal_value=0 -0.00145594 0.000834126 0.00109581 0.0015999 -0.00197778 -0.00223646 -0.000352351 -0.000635242 -0.000319198 0.000238327 -0.000644813 0.00192438 0.00205154 -0.0011213 -0.000696728 -0.000279062 -0.000463249 0.000793943 -0.00103732 -0.000456739 -0.00020964 -0.00240057 -0.000417556 0.000720436 -7.37876e-05 -0.00090523 0.00219463 0.000996032 0.00244103
internal_weight=0 139.2 79.4744 72.9536 53.7908 94.5099 79.1499 44.6905 38.8188 19.1628 15.2375 15.36 46.4605 44.7608 28.574 21.9379 18.2835 12.4253 5.69546 13.9104 7.33028 8.66128 74.781 3.35554 10.2448 6.96498 13.4878 42.631 7.26949 35.3615
internal_count=3910 2923 987 851 651 2464 2264 459 421 200 142 200 575 563 331 239 168 116 59 189 76 91 2241 47 90 66 132 540 66 474
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 376 1 13 15 3 3 123 49 0 42 12 16 16 160 159 123 1 16 50 42 48 50 150 2 160
split_gain=65.7738 15.332 14.9738 12.0684 7.54281 5.171 5.51249 5.01915 4.81835 4.3719 4.29488 4.35383 4.2826 3.74176 2.93888 2.78471 2.9499 4.23026 2.81987 2.74377 2.71479 3.54906 2.70161 2.54336 2.68238 2.09664 2.04423 1.98882 1.97075 2.18223
threshold=0.099595000000000017 -0.27466499999999994 0.080120000000000011 0.081905000000000019 0.14114500000000005 0.081270000000000023 0.13702500000000004 -0.10241499999999999 0.085950000000000013 -0.097604999999999983 -0.15121499999999996 1.0000000180025095e-35 -0.029304999999999998 -0.060094999999999989 0.084685000000000024 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 -1.0000000180025095e-35 -0.094429999999999986 0.084780000000000008 0.09112000000000002 -0.54165499999999989 0.041865000000000006 0.083970000000000017 0.12675000000000003 0.11413000000000002 0.083935000000000023 0.089910000000000004 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 8 6 22 23 25 13 -1 15 -10 27 -15 -12 17 18 -17 -6 -13 -22 -5 24 -4 26 -3 -9 29 -20
right_child=1 3 7 5 19 -7 -8 9 12 -11 11 20 -14 14 -16 16 -18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011365334572966655 -0.0018309163157378603 0.0020409608207129135 0.0003991404661484854 0.0011425138440977344 0.00057638507930936735 0.0020332977906247864 0.0017958989388982308 -0.0021112284397078779 0.0012533134341404031 -0.0021208241371274204 -0.0021515096661070283 0.0019312158299113777 -0.0019328418537971873 -0.00074494988294716467 0.0020730097281576364 -0.0021707939846374105 -0.0022888449753299392 0.00124371045713117 0.00021871099967746857 -0.0020686546791101783 -0.0015608991175833846 0.0012734346835403868 -0.0013667618550271901 -0.0023517788937679734 -0.0016728107854575257 -0.00015497366574815038 1.2208572045814157e-05 0.00033182456014664173 0.00074660627198098615 -0.0024353550526813803
leaf_weight=6.6414865478873244 9.6599418483674508 49.23530238121748 8.7069901973009092 2.1256482079625192 3.6606713384389877 3.6919942796230307 3.4474750608205786 10.416340045630934 5.2884633392095566 94.466234240680933 7.8594386875629416 3.6558618545532209 2.8618403747677785 5.4482726827263823 2.3239499554038048 5.3527003452181825 4.3474017940461627 5.2241413518786475 2.6841032132506353 3.2668312266468993 4.2320123910903931 3.5978866294026375 16.939952436834577 3.1846390776336184 4.0202809683978549 2.1687134355306616 2.2878333851695052 1.7071364000439633 4.4935255274176598 2.7719183191657066
leaf_count=37 149 498 53 14 36 30 25 179 38 2048 91 23 24 41 16 55 62 35 22 24 38 25 151 46 55 12 18 13 27 25
internal_value=0 0.000687298 -0.00140204 0.000943427 0.00140509 -0.000268118 -0.000645535 -0.00177896 0.00163765 -0.00193257 -0.00043662 -0.0006729 0.000134549 -0.00103871 9.76401e-05 -0.00106287 -0.000718889 -0.000386379 -0.000942886 -0.000670947 0.000438472 -0.000258505 -0.001087 -0.00067493 -0.000255346 0.00186582 0.00195088 -0.00176722 -0.000282291 -0.00112968
internal_weight=0 104.635 181.134 94.9747 68.7697 26.2051 22.5131 130.274 61.8422 114.362 50.8605 44.219 8.1503 19.8957 7.77222 32.7332 24.8738 20.5264 15.3022 6.9275 11.4858 7.8299 19.0656 15.9119 12.7273 53.6918 51.5231 12.1235 9.94955 5.45602
internal_count=3910 1019 2891 870 650 220 190 2451 590 2297 440 403 62 249 57 317 226 164 129 60 86 63 165 154 108 528 516 192 74 47
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 4 39 0 38 16 160 12 3 123 14 48 50 13 12 3 123 1 0 2 157 4 13 0 0
split_gain=50.0042 12.4941 11.9434 7.72505 6.68163 6.62985 5.22838 5.10836 4.80433 4.69204 4.25755 4.2291 3.91353 3.66205 4.05113 3.63236 3.80616 3.05472 2.68518 2.54592 2.52927 2.49552 3.28076 2.48985 2.26289 2.13372 1.93207 1.86208 1.83485 1.76277
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.39574000000000004 0.18016500000000005 -0.060094999999999989 0.13219500000000003 0.054425000000000008 -0.084699999999999984 0.11742500000000002 -0.15121499999999996 1.0000000180025095e-35 -0.46879999999999994 0.11930500000000001 0.10976000000000001 -0.26418499999999995 0.099370000000000014 -0.15653499999999998 0.084780000000000008 0.09112000000000002 -0.23029999999999998 0.089785000000000018 -0.079129999999999992 0.053925000000000008 -0.028919999999999998 0.16242500000000001 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 7 15 8 10 18 -2 11 -4 17 -1 23 -6 -17 26 -3 20 -10 -16 -23 24 -15 -25 -13 -22 -21 -20
right_child=2 6 3 -5 5 -7 -8 -9 19 -11 -12 12 -14 14 21 16 -18 -19 29 28 27 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010518612506782981 0.0021008754139721299 0.00034527670794392239 -0.0022109802933378744 0.0020022749613812156 -0.0011776872164935824 -0.0026342813831578414 0.0021686507677504052 0.0027830789729517426 -0.002443793430881244 -0.001808533843866257 -0.0018276376393165754 0.0022308034790442044 -0.0020393204501861838 -0.0012523260784027272 0.0019044913970539927 0.0019382056700847886 -0.0013241871048767931 -0.001213278840367295 -0.0011519267915549899 -0.0024154660882833279 -0.00056775767239933652 -0.0016114400866020324 0.0012049292219354895 -6.1254808642839531e-05 0.00086092774764079177 -0.0017737168623152444 0.00022524639096413335 0.0013936059245493271 0.00024392739760529527 -0.0021447740975045603
leaf_weight=6.4087677374482146 23.943986088037494 2.2293513491749755 4.0753132700920132 8.8276233077049238 2.5925214141607347 2.3613283783197394 1.5584157928824414 1.8054963275790203 1.8273536823689926 1.5199506282806385 14.36631792783737 5.4028711616992933 2.7640384025871745 4.523616053164 3.5871721357107145 14.700030393898489 1.8774847015738476 2.6881576366722575 9.2043074704706651 5.2800355255603781 4.875622145831584 4.0530752576887608 3.6683199927210808 4.1296655237674704 4.9296614155173302 18.843633737415082 3.8153759203851223 4.189937166869643 1.566032715141773 87.156650952994823
leaf_count=38 299 13 40 96 22 19 11 17 20 10 201 39 25 43 24 150 14 30 124 92 45 38 28 37 32 219 25 26 12 2121
internal_value=0 -0.00137347 0.000614209 0.0001253 -0.000168226 0.000777097 -0.00175719 -0.000751144 -0.00180978 0.00186752 -0.000943854 -0.000266542 0.000273604 -0.000471354 -0.00069456 0.0011973 0.00156872 0.000810543 -0.00199578 -0.000776058 -0.00012804 0.000417428 -0.000273425 -0.00108236 -0.000150314 -0.00146589 0.00140072 0.000338749 -0.00180713 -0.00204994
internal_weight=0 168.032 90.7405 65.2766 56.4489 21.5314 117.888 34.9176 116.329 25.4639 33.1121 18.7458 14.6704 50.1439 43.7351 19.17 16.5775 11.9064 98.5903 17.739 10.8929 11.3086 7.7214 32.4266 9.45328 22.9733 9.21825 9.06556 6.84607 96.361
internal_count=3910 2923 987 678 582 205 2464 377 2453 309 360 159 119 459 421 186 164 94 2258 195 91 90 66 331 75 256 64 71 104 2245
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 15 12 484 42 160 52 2 40 457 133 2 42 52 0 160 43 484 151 13 49 13 1 457 16 15 376 13 13 160
split_gain=18.8533 6.68964 5.32072 5.04256 4.76367 4.68367 4.45449 3.70903 3.62919 3.52158 3.44361 3.09576 3.09157 2.93462 2.58653 2.57778 2.94583 2.51641 3.16603 2.85752 2.93608 2.49804 2.48237 2.46117 2.36989 2.31884 2.29329 2.26516 3.44925 2.23669
threshold=0.10113500000000002 0.084050000000000014 -0.071274999999999991 -0.0043499999999999988 -1.0000000180025095e-35 -0.096329999999999985 -0.42035499999999998 0.14808000000000002 0.34489500000000001 -0.0015249999999999997 0.10599500000000002 0.091985000000000011 0.092145000000000019 -0.42985499999999993 -0.12329499999999999 -0.079234999999999986 0.25671000000000005 -1.0000000180025095e-35 -0.23821999999999996 -0.057284999999999996 0.094480000000000022 -0.26418499999999995 1.0000000180025095e-35 0.086950000000000013 -0.23935499999999996 -0.46970499999999993 0.091535000000000019 0.098990000000000009 0.16421000000000002 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 22 -6 -7 13 -2 -8 11 14 -13 -4 23 25 17 -17 -19 -20 -21 -3 26 -11 -16 -15 -5 -23 -29 -26
right_child=2 21 7 4 5 6 9 -9 -10 10 -12 12 -14 15 24 16 -18 18 19 20 -22 27 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0029285121349116473 0.0025800739613402891 0.0030635904494505524 -0.0031596434175237558 -0.0032819778071000471 -0.0026350025996265095 -0.0027759753097492154 -0.0024685422012176821 0.0026147658238436268 -0.0035843167543812018 0.0030896154803194253 -0.0032862610480464869 0.0027291416208928298 -0.00094544632852184695 0.001915818501092551 0.0031168678021418258 -0.0019037773731527335 -0.0033310339002163569 -0.0031604167417324707 0.0028191198977518886 6.042386610039707e-05 0.0038990464266753246 -0.0031807291803170041 4.2046995657118605e-05 -0.00074812875962288513 -0.001676700918923053 -0.0024918730059344434 0.0023131644187358354 0.0026209162094835629 -0.0032518733269194361 0.0016717622357203627
leaf_weight=11.200739713385699 14.420786639675494 0.68890681862831371 2.9241022765636435 10.701545918360349 6.7947132829576722 4.5587463937699786 3.6058952361345282 4.9790008999407283 0.96182229369878847 4.3981513157486836 1.9250764735043038 11.521682690829037 2.6608800124377003 1.4009113833308218 1.4485456757247366 3.2392037548124852 1.8649961818009604 1.6444915533065891 7.5324927866458919 14.867884565144772 2.1537416428327552 25.907102895900611 3.4836619831621638 2.4601411446928978 9.8989373445511024 5.7605124153196803 0.73939420282840806 1.6963578741997474 2.1294323354959488 2.3259119503200045
leaf_count=364 301 4 114 353 176 149 81 82 8 31 27 93 51 20 14 54 25 19 101 169 17 1140 51 20 228 77 5 30 70 36
internal_value=0 -0.0014993 0.000628713 -0.00102119 -0.000700051 -0.000257841 0.000102666 0.00010921 0.00219464 0.000428742 0.000713881 0.000935708 0.00203973 -0.000192207 0.00017309 3.3381e-05 0.000413846 0.000651098 0.000966984 0.00124341 0.000546124 -0.0027208 -0.0022289 0.00171298 -0.000599285 -0.00162964 -0.00292038 -0.00285482 -0.000647875 -0.00103962
internal_weight=0 108.146 61.7499 77.724 66.5233 51.5987 44.804 46.3673 15.3826 40.2452 36.6393 34.7143 14.1826 41.3883 20.5317 38.4642 31.3028 29.4378 26.1986 24.5541 17.0216 30.4218 14.9246 6.85829 13.6734 7.16142 11.4409 29.7329 3.82579 12.2248
internal_count=3910 2923 987 1679 1315 906 730 678 309 581 500 473 144 596 329 482 385 360 306 287 186 1244 409 51 278 97 358 1240 100 264
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=12 4 13 1 14 49 52 132 47 48 0 160 2 1373 150 2 484 52 2 12 52 43 48 1 13 15 0 14 159 47
split_gain=16.4063 8.16926 5.28602 5.09494 4.76269 4.72571 3.55867 3.00517 2.97069 3.10575 2.95292 2.86552 2.94612 2.23817 2.76952 3.67501 2.53545 2.10139 2.43218 1.99833 2.58834 1.97241 1.89669 1.85303 1.93717 1.83656 1.58739 3.01537 1.55772 1.47486
threshold=0.080120000000000011 0.15045000000000003 -0.00059999999999999995 0.084795000000000023 0.087810000000000013 -0.062504999999999991 0.12539500000000003 0.087875000000000023 0.081320000000000017 0.084260000000000015 -0.06402999999999999 0.084100000000000022 0.12330500000000001 0.09586500000000002 0.081245000000000026 0.089910000000000004 -0.0043499999999999988 -0.072349999999999984 0.083795000000000022 0.098355000000000012 -0.27466499999999994 -0.15109999999999998 0.11193500000000002 0.085835000000000009 -0.10241499999999999 -0.035939999999999993 -0.13027499999999997 0.073890000000000011 0.089615000000000014 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 25 8 11 21 13 -5 -10 26 12 -2 14 16 -16 -4 18 -18 20 -12 -3 23 24 -23 -1 27 -7 -22 -19
right_child=1 6 7 4 -6 10 -8 -9 9 -11 19 -13 -14 -15 15 -17 17 29 -20 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003211231022294436 -0.0022550670634305138 0.0035051170719901667 -0.0031003903005990931 0.002888755371736973 -0.0043373453491668918 0.0022608762045778865 -0.0028883774827479932 0.0029017924712513026 -0.002055345793292944 0.0022257342729884943 -0.00315076321877101 0.0023866438539362281 0.00294925626947603 -0.0038411124198752663 -0.0017946164272233877 0.002144559704253059 0.0013460427606433341 0.00053104285695379809 -0.0030902664258915975 -0.0023575290077668936 0.0018451330469830723 0.00165092549521133 -0.002231173239595366 0.0019533131962442369 -0.0032281255215574453 0.00022547103340990371 -0.0029079948602624235 -0.0031987494780825608 -0.0012520048793850033 -0.001454081009125071
leaf_weight=2.4607507232576609 4.9662090651690942 2.3639987912029037 4.005130888894203 17.194637538865216 1.07149028033018 1.6413204353302711 2.6353800930082789 2.5342894457280627 2.6616548523306838 3.835099883377552 2.110743872821331 3.0939473770558834 1.2655503526329992 1.7937658354639996 3.1245013289153558 7.3890457302331924 1.5124169550836111 13.748444309458138 4.7274614553898573 7.6345816235989323 4.1746237017214316 1.4219002425670626 2.0155609920620927 6.3899202048778534 1.6075423676520566 3.4817133955657509 41.45090052857995 2.1887936908751726 2.3551768846809864 4.6417227070778599
leaf_count=62 112 26 61 370 7 14 56 33 22 54 86 29 21 20 28 78 13 147 95 180 38 15 19 76 46 35 2026 65 22 54
internal_value=0 -0.00158036 0.000367145 0.00133436 0.00194198 -0.00202883 0.000353935 -0.000315947 0.00222597 0.000471819 -0.00233486 -8.85206e-06 -0.00119817 -0.000515121 -0.000362726 0.000973883 -0.000853469 -0.000488094 -0.002015 -0.00122243 -0.000219478 0.000973166 0.000449723 0.00102338 -0.000938092 -0.00119765 -0.00273469 -0.000859134 0.000728053 2.99928e-05
internal_weight=0 87.3162 74.1821 30.7053 24.7629 70.8818 16.4343 43.4768 23.6914 6.49675 61.5561 9.32571 6.23176 40.9425 39.1487 10.5135 28.6352 24.63 6.23988 16.2751 8.64054 13.7989 11.4349 9.41936 3.02944 5.94246 45.281 3.83011 6.5298 18.3902
internal_count=3910 2831 1079 550 453 2593 238 529 446 76 2431 162 133 496 476 106 370 309 108 326 146 182 156 137 61 97 2105 79 60 201
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=1 15 50 4 2 42 484 51 12 3 38 484 133 4 49 147 16 0 0 13 13 0 133 160 48 4 1 123 52 42
split_gain=14.7035 5.87013 4.52795 4.50219 3.74955 3.55282 4.04546 3.30439 2.99139 3.51098 3.18944 2.84368 2.75055 3.10037 2.58107 2.54428 2.54125 2.50812 3.36879 2.17222 2.29692 3.09736 2.13597 2.11719 3.15412 3.30938 2.10197 2.101 1.86026 2.00899
threshold=0.10080500000000002 0.084050000000000014 0.086465000000000014 0.51224500000000017 0.14472000000000004 -1.0000000180025095e-35 -0.0043499999999999988 -0.10748999999999999 0.090840000000000018 0.090325000000000003 0.084445000000000006 -1.0000000180025095e-35 0.10599500000000002 -0.076329999999999995 -0.029304999999999998 0.086130000000000012 -0.54165499999999989 -0.074249999999999997 -0.10131499999999999 -0.26418499999999995 0.098990000000000009 -0.069794999999999982 0.065880000000000008 -0.082109999999999975 0.085790000000000019 0.0057500000000000008 1.0000000180025095e-35 0.091310000000000016 0.11262000000000001 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 26 -7 -8 9 10 11 -2 13 22 -10 17 -11 18 23 -3 -21 -22 28 -15 -25 -26 27 -1 29 -9
right_child=3 19 -4 -5 -6 6 7 12 14 16 -12 -13 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0035207295771882028 -0.0024716928706951173 0.0029846174327572764 -0.0032698127353146533 0.0032787182360793639 0.0027218110945313964 -0.0029965509880414969 -0.0034373824176398195 0.0029916678650841024 0.0010908808271142476 0.002743737136726875 -0.0027800900708543309 0.0028468919798194849 -0.0034066077617079886 -0.00300787626061436 -0.0019975342762545969 0.0027706401790197417 -0.0010518914360482061 0.0020348822009050769 -0.0026928177736247074 -0.0034089497825023547 -0.0034363138839289768 0.002827550425879653 0.0044539647105270178 0.0027121744130888911 -0.0036113123429265381 0.0013379187885040398 2.3790348577556463e-06 0.0022737581695762604 -0.0017397045176326159 -0.0007659414815789085
leaf_weight=8.5913920439779723 1.2162074930965889 0.67828845977783458 8.482922872528432 6.1791789494454852 6.1094716135412446 5.3827498145401469 2.7946379203349343 5.2277775965630919 3.9666871707886449 2.2533504310995331 1.4940689429640759 11.26734388060868 2.1007134616374961 2.0256948824971905 11.583324801176785 2.8998447433114043 13.263249048963187 3.5989074949175288 7.6282500699162474 21.599122118204836 1.8451341316103937 1.6177992578595866 2.6998514998704186 4.6670102048665267 2.7098537497222424 3.2381846029311419 3.3175795637071124 0.74231429584324438 1.9655167609453199 2.210653280839324
leaf_count=328 14 4 315 165 112 192 107 43 41 36 13 210 39 35 239 45 165 49 279 1138 76 23 22 47 29 31 52 8 15 38
internal_value=0 -0.0015004 -0.00100596 0.000614412 0.000292573 -0.000695216 -0.000293242 3.92287e-05 -3.6911e-05 0.000581411 0.00178265 0.00232873 0.000276362 0.000475398 -0.0012097 -0.00015215 -0.000500683 -0.000507256 -0.000958631 -0.00285046 -0.00300839 -0.000509987 0.00186323 8.78909e-05 0.000678663 -0.000916891 -0.00225686 -0.00305989 0.00111944 0.00187493
internal_weight=0 96.0242 70.2839 57.3329 51.1537 61.8009 49.1496 43.7669 45.0442 29.4942 13.9776 12.4836 40.9723 38.8715 15.55 26.7677 15.5166 23.8679 20.269 25.7403 25.0621 3.46293 12.1038 12.6407 10.615 5.94804 12.6513 9.33371 9.40395 7.43843
internal_count=3910 2915 1674 995 830 1359 971 779 718 438 237 224 672 633 280 515 201 470 421 1241 1237 99 118 142 107 60 388 336 96 81
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 132 376 457 151 0 43 42 16 16 13 12 1 151 12 132 1 48 15 11 13 2 150 16 15 0
split_gain=12.8424 9.24274 4.17198 4.10158 3.8827 3.50545 3.4049 3.13146 2.97761 2.93169 2.74593 2.70773 2.32653 2.24281 2.23321 3.94587 2.13441 2.34334 2.06102 2.47151 1.98198 2.66411 2.74163 2.34172 1.88037 1.55148 1.47993 1.43643 1.69144 3.18696
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.088250000000000009 0.080815000000000012 0.048375000000000008 0.081330000000000013 -0.051109999999999996 -0.070894999999999986 -0.24333999999999997 -0.089024999999999979 -0.17157499999999998 -0.30307999999999996 -0.10939499999999998 -0.051479999999999991 0.089895000000000017 -0.083919999999999981 0.098845000000000016 0.082150000000000015 0.11774500000000002 -0.064549999999999982 -0.14487999999999998 0.088315000000000018 -0.089189999999999978 0.106285 0.083205000000000015 -0.19424999999999998 -0.095799999999999982 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 6 8 9 25 12 -11 -8 13 -3 15 -10 17 -9 19 24 21 -4 23 -23 -12 26 -1 -16 -29 -30
right_child=2 3 20 -5 -6 -7 11 16 14 10 18 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014590042475945302 -0.0029630900881327878 -0.002587521784436967 0.0032156432982181136 0.0018723387656689806 -0.0037773739662443715 0.0025729100391705994 -0.0015530861138546099 -0.0022970500343306513 -0.0020816848291383078 0.0021005146319647192 0.0010845916696205435 0.0023544057372104845 -0.0028307665136906089 0.00077148322283382648 -0.0032280086473714361 0.0031875460695918929 0.0037679159652149758 0.0018481376646280578 -0.002822488624783682 0.0035716128134368752 0.0025906248618976129 0.0018809721225316856 -0.0031200381101499398 -0.0022206594023294478 -0.0019320487967658087 0.0031681561539601485 0.0016524637849988011 -0.002717968727474956 0.00088941056874737806 -0.001723310537157143
leaf_weight=2.436987752094864 1.8136813975870634 3.5673950240015984 3.0454569831490508 2.6802077926695338 2.352372530847787 4.5740869212895623 1.9879080429673193 3.0642668530344959 2.2482406944036484 2.0747480653226402 2.4069638513028648 7.0025621075183135 33.814629032276571 3.3797863144427529 3.070797322317957 2.7691250052303102 1.1559116169810293 1.9474566560238593 6.4177299309521905 1.0630502114072431 11.041226077824829 5.0521149188280097 1.9123995322734142 1.6002373062074182 7.2028038706630459 2.2463156953454018 2.9506511371582747 4.3032271564006832 6.9554820358753267 9.8466568067669851
leaf_count=31 20 86 53 39 27 63 19 82 25 31 19 116 1905 32 33 44 10 28 211 20 269 74 42 14 239 35 32 82 67 162
internal_value=0 -0.000997376 0.00134907 -0.00171102 -6.68361e-05 0.000106377 -0.000139861 -0.00185633 -0.000537849 -0.00206266 -0.00110954 0.00149041 -0.0025108 -0.000953374 -0.000967495 0.000826447 0.00014848 -0.000686312 -0.00149924 -0.000703544 0.00169434 0.000841987 -2.0379e-06 0.000894316 -0.00117647 0.00110519 0.000245055 -0.0013398 -0.00106507 -0.000641738
internal_weight=0 121.519 24.4651 68.7749 52.7444 50.392 45.818 66.0947 36.8275 59.9271 19.1653 8.99047 40.7618 6.94718 29.1935 5.01737 6.16764 5.01172 17.0905 10.6728 22.6514 11.6102 8.56475 6.65235 9.60977 7.63395 5.38764 24.1762 21.1054 16.8021
internal_count=3910 3438 472 2702 736 709 646 2663 511 2543 520 135 2023 118 413 69 120 110 489 278 452 183 130 88 258 98 63 344 311 229
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=1 15 50 4 42 484 2 51 123 483 457 133 157 41 33 1375 52 52 52 16 12 128 1 376 151 3 151 49 2 0
split_gain=11.2725 5.2799 4.1124 3.80761 3.08856 3.69 2.97108 2.90488 2.63836 2.40278 2.40184 2.6064 2.54415 2.65482 2.72606 2.6507 2.36169 2.31993 2.6843 2.22433 2.90033 2.09419 1.89097 1.93087 1.88758 1.82309 1.7358 1.60501 1.81648 1.99849
threshold=0.10113500000000002 0.084050000000000014 0.089465000000000017 0.51224500000000017 -1.0000000180025095e-35 -0.0043499999999999988 0.14808000000000002 -0.10748999999999999 0.080750000000000016 0.005595000000000001 -0.0015249999999999997 0.10599500000000002 -0.084354999999999986 0.080335000000000018 -1.0000000180025095e-35 -0.43271999999999994 -0.42985499999999993 -0.42035499999999998 0.11588000000000002 -0.27337499999999998 0.093870000000000023 0.086435000000000012 1.0000000180025095e-35 0.091535000000000019 -0.51118499999999989 -0.0066499999999999988 -0.096544999999999978 -0.085974999999999982 0.083585000000000007 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -6 8 -7 9 16 -9 12 -12 14 -14 -16 -2 -17 26 20 -3 24 23 -1 -18 -10 -19 -28 29 -29
right_child=3 19 -4 -5 5 7 -8 10 25 -11 11 -13 13 -15 15 17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0034182286382988918 -0.0033051519607835435 -0.0034698752141332492 -0.0032251154260222728 0.0031498406521031424 -0.0028627068166054825 -0.003335814538553048 0.002661347724238042 -0.0022741627335623326 0.0031431398170767783 -0.0030177935753813775 -0.0025518695953060389 -0.0031428605547010441 -0.0030794395216628889 -0.002101006127337077 -0.0028527076960785775 -0.0021068578846394539 -0.0035867821976733965 -0.00087755710047212145 -0.0012413961449999338 -0.0030958702652665012 0.003019909234420106 -0.0026244989461139626 6.4380073946243729e-06 0.0022036778176306566 0.00058829317064197921 -0.00028024924298671717 -0.00046859418456771356 0.0029763977993431585 0.0034431121568890815 -0.0012584606901924202
leaf_weight=7.3945553097873908 2.2248095180839327 1.3612141991034179 6.9159555984660974 5.2957751695066682 4.9269801750779143 2.4237956870347253 4.8238808233290902 3.4292295593768349 4.1954786032438278 3.2341836225241414 2.2524406230077139 1.8804561439901579 1.4178640507161677 2.6358166011050335 1.3773282319307423 1.5350780459120894 1.1780155207961893 1.6194687811657917 2.4221463417634359 19.263257603161037 1.512827720493078 2.59983967244625 3.1633492801338425 0.6954367235302924 25.871014233678576 2.6352060120552769 1.6390437800437307 2.6567890755832195 14.006619240157304 2.0573210278525762
leaf_count=331 113 33 308 165 195 109 102 101 108 50 80 35 23 48 12 53 16 38 37 1186 25 38 52 5 355 40 28 24 149 51
internal_value=0 -0.00134182 -0.000874994 0.000557551 -0.000592493 -0.000223959 0.000263978 9.04302e-05 -1.17742e-05 -0.000368643 0.000303752 0.00055277 0.000759477 0.000997259 0.00128149 0.00150787 -9.98364e-05 0.00173943 0.0019814 -0.00270093 -5.38061e-05 0.000140686 -0.00210812 -0.00293495 0.000406464 0.00182243 0.00233656 0.00259222 0.0028602 0.00112823
internal_weight=0 86.587 64.4497 52.0582 57.5337 46.2804 46.7624 41.3534 41.9385 35.1079 38.9296 35.5004 33.6199 31.3675 28.7317 27.3138 31.8737 25.9365 24.4014 22.1373 2.87404 29.6489 11.2533 8.08999 27.049 6.83068 21.9792 20.3598 18.7207 4.71411
internal_count=3910 2923 1679 987 1371 983 822 788 720 572 679 578 543 463 415 392 522 380 327 1244 58 409 388 336 371 148 290 252 224 75
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=12 4 14 13 1 49 132 47 48 52 0 160 2 1429 1373 2 50 48 4 1 47 457 4 43 13 12 1 43 3 0
split_gain=10.0278 5.66978 3.97798 3.89085 4.23314 3.64107 3.30605 2.87415 2.67273 2.5766 2.53458 2.07254 2.09726 2.00936 1.97958 2.08875 2.02549 2.41329 2.53518 2.98511 2.69684 3.19572 1.84561 1.73364 1.73462 1.67573 3.3138 1.66027 2.23835 1.52358
threshold=0.080120000000000011 0.15045000000000003 0.078335000000000016 -0.00059999999999999995 1.0000000180025095e-35 -0.062504999999999991 0.080815000000000012 0.080075000000000021 0.10417000000000001 0.12539500000000003 -0.06402999999999999 0.084100000000000022 0.12330500000000001 -1.0000000180025095e-35 0.084345000000000017 -0.074699999999999989 0.083215000000000011 0.12862000000000004 -0.23071499999999998 0.077800000000000022 0.09252500000000001 0.41137000000000007 -0.017449999999999997 -0.50329499999999994 -0.011209999999999999 0.084575000000000025 0.083370000000000014 -0.011154999999999998 -0.080884999999999985 -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 5 3 4 22 11 13 -6 -9 27 25 12 -2 -5 15 -15 17 18 -17 -20 21 -21 -1 -12 -25 26 29 28 -3 -7
right_child=1 9 -4 6 7 10 -8 8 -10 -11 23 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010117891213227087 -0.0017318409970444324 0.00074416039842300694 -0.0027474280332899083 -0.0031059977346715802 0.0023103053856331156 -0.00264776686204853 0.0029348968303112093 -0.00096017406647452982 0.0027756382780340125 -0.0022933089710776918 0.002778963311858511 0.0018262836118598407 0.0023179692496167969 -0.0028099090569903371 -0.0026263737210561484 -0.001140177753322841 -0.0016850994800704045 -0.0021016406263688709 -0.0022781593042892133 0.0023153356577966968 -0.0009859759007746537 -0.0010662149482070253 -0.0027253959555468693 -0.00040421010885865756 -0.0023487743761879745 -0.0024498924170289378 0.0026904424811352487 2.5971378578323315e-05 0.0046449356623229476 0.0018828665687595501
leaf_weight=1.4107177685946228 4.1285094050690514 3.0356752090156078 2.7775658387690774 1.6342237247154106 14.17869393900037 3.5413389503955837 2.20301997847855 4.1539136674255124 1.8292017504572866 2.1748947082087389 0.80746181681752105 2.870797598734498 1.0671881660819051 1.6779549531638611 2.0561223588883868 4.2817037198692622 3.5232302881777278 2.3276729024946681 1.6287713572383022 12.368486881256105 2.7176485992968074 2.1799325011670581 2.3132564267143634 8.4016341902315599 4.7686754353344432 27.540924019180238 1.3059480683878062 7.7196092065423718 1.4374261405318964 0.57167317345738355
leaf_count=14 112 41 45 50 374 215 35 43 37 56 6 29 21 29 24 57 57 25 33 144 25 21 66 165 155 1836 16 118 23 38
internal_value=0 -0.00115171 0.000265943 0.000404323 0.0012128 -0.00152797 -0.00012332 0.00167871 0.000181966 0.000288744 -0.00180264 7.02508e-05 -0.000900016 -0.000319196 -0.000180184 -1.63797e-05 0.000145103 0.000397932 0.00064897 0.0010544 0.00136878 0.00180864 -0.00130967 -0.000883736 -0.00110829 -0.00219233 -0.00088332 0.000749322 0.00199767 -0.00201805
internal_weight=0 69.3718 63.2621 60.4846 23.8858 55.0042 36.5988 20.1618 5.98312 14.3676 46.9377 8.0665 5.1957 34.3957 32.7615 30.7054 29.0274 25.5042 23.1765 18.8948 17.2661 14.5484 3.72397 13.9778 13.1703 32.9599 5.41896 12.1927 4.4731 4.11301
internal_count=3910 2831 1079 1034 534 2593 500 454 80 238 2431 162 133 465 415 391 362 305 280 223 190 165 80 326 320 2105 269 182 64 253
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=1 52 159 3 3 1 12 3 150 14 4 49 11 2 2 34 15 151 15 124 52 133 43 151 4 15 15 4 50 43
split_gain=23.1313 7.02392 6.49634 6.42947 7.26277 4.23309 4.68021 4.57098 3.88138 3.69294 3.54976 2.60086 2.34223 2.14474 6.41854 2.60844 2.03824 2.16257 2.23711 2.11585 2.05335 1.89947 2.49802 1.8911 2.87018 1.81097 1.79819 2.5472 1.73381 2.58901
threshold=0.094485000000000013 -0.40083499999999994 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 0.13662500000000002 0.09112000000000002 0.082730000000000012 0.088690000000000005 0.077685000000000018 0.43006500000000009 -0.18178499999999997 0.080455000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13234499999999996 -0.008624999999999999 -0.0074049999999999993 -0.090344999999999995 -0.078884999999999983 -0.096614999999999993 0.0068000000000000014 0.083940000000000015 -0.051109999999999996 0.25367000000000006 0.024640000000000006 -0.11739999999999999 0.25367000000000006 0.11843500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 6 7 13 23 12 11 -8 21 14 15 -4 17 18 -6 -18 -21 22 -1 -9 -25 -7 -13 -28 29 -3
right_child=1 2 5 4 16 25 10 8 -10 -11 -12 26 -14 -15 -16 -17 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0024906403961617255 -0.0022870509646926293 -0.0015962953837978728 -0.00071219048689493184 -0.00226796510794089 0.00071157423385547923 0.0029236811492455673 0.0019186469462510393 -0.0022889363658146673 0.0019624291623871588 -0.0027419358741383269 0.0020085927385195108 -0.0039474789563164487 -0.0019423032314241143 0.002740947444527428 -0.0032664546093023215 0.0030549927877500265 0.0026877404454072368 -0.0024162298947465479 -0.0024528995943679001 -0.0028116803520598292 0.00012668142485509174 -0.00066811092186603975 -0.00037848295025278268 -0.0013871783042032437 0.0017761773933713399 0.00046908386978248553 -0.001935794916303617 0.0017594337179514393 -0.0026625464866658483 0.0020265926254317613
leaf_weight=6.286466449499132 5.6758670490235081 4.0399971511214972 1.6114365272223938 53.127756105735898 4.5730366259813309 9.4536532983183843 1.5096434429287899 3.4819174446165571 5.4773883111774913 2.7688383217900983 2.8221301324665538 1.9801073521375636 2.2222837824374428 11.447155352681873 1.8434233572334067 5.3258361443877229 1.800327781587838 6.5553524848073739 2.2402806952595711 1.8897761497646559 10.465443249791859 3.5665914602577677 3.0255016274750233 4.3735265396535405 3.4561180882155895 2.5739168487489215 6.0948146302253008 1.5813512206077573 3.6999809555709362 1.9775500670075397
leaf_count=54 159 76 19 2157 37 174 10 36 69 72 27 17 31 174 18 92 15 116 28 41 100 52 20 43 32 31 114 14 61 21
internal_value=0 0.000492617 0.000709484 -0.00139563 -0.0017076 0.00101388 0.000687401 0.0011705 0.000169809 1.23685e-05 -0.000591039 -0.00124808 0.000517388 0.00200107 0.00103651 0.00217993 -0.000625966 -0.00135244 -0.000328934 6.0128e-05 -0.000322752 0.000941825 0.00155845 -0.00069823 9.17253e-06 0.00239839 -0.00174316 -0.00117455 -0.001265 -0.000405704
internal_weight=0 78.4258 72.7499 98.5217 80.652 63.0324 51.0048 37.0168 16.789 17.8697 13.988 11.1659 15.1008 20.2279 8.7807 6.93727 27.5242 13.3687 6.81332 14.1555 12.3552 12.8786 9.31197 11.3116 7.82964 12.0276 9.65627 7.67617 9.71753 6.01755
internal_count=3910 1187 1028 2723 2494 870 665 483 180 229 182 155 157 303 129 111 337 181 65 156 141 126 74 111 75 205 145 128 158 97
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=1 4 151 3 3 12 1 4 3 14 4 13 43 16 0 15 11 3 132 0 12 14 47 475 52 52 10 13 13 0
split_gain=19.1723 5.81498 5.33799 4.98355 6.72004 4.97166 4.64931 4.62775 3.27634 3.08916 2.42979 3.88818 2.20735 2.1413 2.13462 1.85865 2.53752 1.90673 1.88308 1.82498 1.75974 1.79367 2.5509 1.70304 1.75371 2.10308 1.5324 1.51067 1.44711 1.4348
threshold=0.094485000000000013 0.27020000000000005 -0.27336999999999995 -0.115685 -0.032959999999999996 0.085845000000000019 0.13026000000000001 0.053925000000000008 -0.0026499999999999996 0.077685000000000018 0.0033150000000000007 -0.088854999999999976 -0.073684999999999987 -0.16268499999999997 -0.13506999999999997 -1.0000000180025095e-35 0.077415000000000012 -0.15464999999999998 0.080815000000000012 -0.061994999999999995 -0.041094999999999993 -0.46879999999999994 0.096475000000000019 -0.071179999999999979 -0.087604999999999988 -0.081429999999999989 0.043560000000000008 -0.17606499999999997 0.086705000000000018 -0.073129999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 9 27 7 13 8 28 15 11 14 -6 -7 -10 17 18 -1 -17 -9 -4 -22 26 -14 -25 -26 -23 -5 -2 -13
right_child=1 2 20 4 12 6 -8 19 10 -11 -12 29 23 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0030526102156568529 0.0023051965616496029 -0.0022664068737690717 0.0023004500783715557 0.0027714639390694269 0.00082535642759103925 -7.6129548425074426e-05 0.001487251641578516 -0.0017681872279083262 -0.00056982260908482727 -0.0022961847875895371 0.0016158927258648312 -0.00023560868848417277 0.00072195115208986281 -0.0019961155469436515 0.0024377707127920824 -0.00028246347944213345 -0.0023656809352776771 0.00012375436019830581 0.0020351021706157637 0.00043875140486125143 -0.00081891558788735374 0.0021950005779414021 -0.00037869250708527993 -0.0024058843181458999 0.0018845663035686544 -0.00096344830585143499 -6.4625707997161154e-05 -0.0018852387835338082 -0.00022734510537783176 -0.0027175908814994643
leaf_weight=2.0230748075991869 7.7698780465871149 1.9522974453866506 8.0000222399830871 0.33098485320806403 4.881146069616082 3.6607288643717775 2.9252015762031069 5.0736236348748207 2.0393677577376366 2.5045388396829358 4.2740841526538125 1.7864256314933316 3.02706757932902 10.907287884503603 2.4525871314108389 6.0622030850499851 2.0161694977432498 2.1778579521924266 2.2751017585396767 2.7135696560144416 2.0992162600159672 9.042881501838556 3.163235403597354 3.5620168671011987 1.3412647098302901 13.92370150983332 1.6790642514824856 47.861874438822269 1.2336359731853006 2.855949396267528
leaf_count=14 126 20 195 2 46 29 39 44 26 72 39 20 33 313 36 51 36 34 22 26 23 146 25 76 9 173 18 2155 16 46
internal_value=0 0.000359822 0.00118761 -0.00112749 -0.00136873 -9.03553e-05 -0.00101184 0.000443428 0.000944661 -6.78592e-05 0.00026409 -0.000368438 -0.000495331 -0.00151365 0.00107231 0.000315594 -0.000178868 0.00153423 0.000349959 -0.000999145 0.00146876 0.0010525 0.00133543 -0.00079031 -0.00103346 -0.000713206 0.00184114 -0.00185326 0.00195819 -0.0017625
internal_weight=0 73.6291 25.9367 91.987 74.9281 47.6923 17.4932 30.1991 22.4119 17.0589 13.4084 9.13433 26.7352 14.568 4.49195 14.5544 10.3535 4.20093 8.3373 7.78719 23.9844 15.9844 13.8852 21.8541 18.827 15.265 10.7219 48.1929 9.00351 4.64238
internal_count=3910 1187 427 2723 2494 760 381 379 309 229 167 128 337 342 62 157 109 48 73 70 407 212 189 291 258 182 164 2157 142 66
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 12 12 52 38 13 49 484 2 160 49 0 48 51 1 48 2 15 3 51 41 0 43 12 133 160 50 4 0 52
split_gain=23.401 7.17731 5.90436 4.24677 4.06349 3.65078 4.40294 3.63902 3.68204 3.20361 2.62973 2.5697 2.50375 2.98224 2.78812 2.59317 3.6437 2.49183 2.34022 2.01626 2.28557 1.96336 3.73059 3.95786 5.3507 1.9579 1.8962 2.30014 2.84332 1.76743
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 -0.42985499999999993 0.10657000000000001 -0.10241499999999999 -0.080034999999999981 -1.0000000180025095e-35 0.14808000000000002 -0.26821999999999996 -0.084114999999999981 0.039665000000000006 0.11930500000000001 -0.40274499999999996 0.12293500000000002 -0.086624999999999994 0.10251500000000001 0.079360000000000014 -0.15002999999999997 -0.10145999999999998 0.077550000000000022 -0.070894999999999986 -0.078454999999999983 0.096315000000000026 0.058050000000000011 0.08234000000000001 0.081160000000000024 -0.017449999999999997 -0.13027499999999997 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 -2 29 10 25 9 -9 11 -7 13 -11 -14 -15 -17 18 -1 -20 26 -8 23 24 -23 -5 27 -21 -29 -3
right_child=2 5 3 7 -6 6 21 8 -10 12 -12 -13 14 15 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011609650138495078 0.0020986215134440774 -9.1539528092348312e-05 -0.0022050506481698139 -0.0021096640702312928 -0.00062685543592936666 -0.0018481524396402023 -0.0020991671992903701 -0.0023772146215097207 0.002366135381649983 -0.0015552315683882516 0.002271529206825309 0.0017177257212069629 -0.002128905772208933 -0.001155791576541868 0.0008926331014609451 0.00027289900582023498 0.0019451200264732913 -0.0023353450853418768 -0.0019757540189895974 0.001145814499700109 -0.0023299782683764269 0.0042261897648087137 -0.002123136911331648 -0.002250142259521983 -0.0011365051257440312 0.00075066231647181428 -0.0018024780036577186 0.00039874263756687088 -0.0014779375687518019 -0.0024619759728234701
leaf_weight=4.9221923835575572 13.525652416050436 10.454279772937296 3.3310082163661709 4.028781257569789 3.0592980012297621 3.2679429147392511 43.868892401456833 1.9443680867552746 4.3624477013945571 2.4528850782662657 1.6984920110553492 1.2838274799287317 3.2949437946081153 2.5138497762382093 2.4128121063113213 11.662495017051695 12.118268072605131 2.6970114391297093 3.4011197909712818 7.1573848016560175 2.1817858703434458 1.7353544346988203 7.4149138033390027 1.8926447555422781 1.6606314964592455 1.4970397055149076 2.5389352701604357 9.6645479612052494 5.9483908619731585 1.6628004815429438
leaf_count=34 280 127 114 64 29 79 1871 30 72 31 17 9 33 23 21 104 165 47 83 57 39 18 233 50 33 21 31 85 83 27
internal_value=0 -0.00110506 0.000492718 0.000123992 0.00159587 -0.00149013 -0.00169715 0.000291596 0.000512068 0.000289861 3.8048e-06 -0.000842396 0.000440369 0.000696891 -0.000851625 0.00090698 0.00112503 -0.000355746 -0.000206672 -0.000424584 -0.000232677 -0.00188507 -0.00114574 0.000224614 0.00160384 -0.00133475 -5.18791e-05 0.000143316 -0.000316256 -0.000416829
internal_weight=0 113.451 66.2038 49.6189 16.585 74.9398 62.8227 46.2879 40.7621 36.3996 6.25026 4.55177 34.4553 28.7475 5.70776 26.2946 23.7808 38.5114 35.8144 30.8922 27.491 56.5724 12.7035 5.28863 3.39599 5.52582 25.3093 22.7703 15.6129 12.1171
internal_count=3910 2923 987 678 309 2464 2310 564 479 407 105 88 377 323 54 292 269 459 412 378 295 2205 334 101 51 85 256 225 168 154
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=1 0 3 52 1446 43 4 128 158 133 42 4 1365 4 482 43 0 49 51 12 1374 14 4 43 43 150 13 49 48 47
split_gain=10.9595 4.05873 4.6098 3.93966 3.88927 3.74049 3.31151 3.5731 2.92277 2.87889 3.89699 2.70901 2.6839 2.57205 2.40887 2.28607 2.22991 2.0969 2.20554 2.09314 2.092 2.0417 1.98051 1.8495 2.06649 2.19747 2.06926 1.89959 2.0447 1.87453
threshold=0.094485000000000013 -0.070894999999999986 0.086245000000000016 -0.42985499999999993 0.091520000000000018 -0.078454999999999983 0.50657000000000008 0.086435000000000012 0.11034000000000001 1.0000000180025095e-35 -0.091604999999999978 -0.44477499999999992 0.086865000000000012 -0.14301 0.097000000000000017 0.070805000000000021 -0.11524 -0.082494999999999985 0.087505000000000013 0.085945000000000008 0.090240000000000015 0.07802000000000002 0.39574000000000004 -0.24333999999999997 -0.067799999999999985 0.081245000000000026 -0.086984999999999993 0.093425000000000022 0.082070000000000018 0.093315000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 9 7 8 12 10 -3 -11 14 -13 20 -7 -1 -4 -19 -15 21 23 -18 -5 26 27 -25 28 29 -26
right_child=3 5 17 4 -6 15 -8 -9 -10 11 -12 13 -14 19 -16 -17 22 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011172277887469937 -0.0037119281326184997 -0.0021607376586045206 -0.0029349627464152731 -0.0010791935115411174 -0.0041364366992234875 -0.0031386428295664607 0.0031612889972134294 -0.0031632000049610421 -0.0036188745752509539 -0.0044448206865852283 0.0053778036233726248 0.0044268586996599616 -0.0035392968943628194 0.0046164490962524486 -0.003458159388633128 -0.0001327611446277268 -0.0032331375993157499 0.0025730612841192344 -0.0017631450729862052 -0.0039147399242879062 -0.0030851875845963727 -0.0027981584674053595 0.0040296709816849997 0.000498210911942229 0.0018868691292012209 0.0030467147585429943 0.0041796148664469974 0.0026084637154333069 -0.0024205259041657655 -0.0016991802613485951
leaf_weight=9.3647923395037633 2.8127689976245156 1.2180221397429702 2.1819882523268461 3.021281072869896 2.1206386797130099 6.4910193178802711 7.1667858641594639 3.2226470513269296 1.8949621757492412 1.5924884527921674 3.4485303703695553 1.7288672178983686 1.6602361444383849 0.51374477893114123 1.4327716063708056 6.8006287626922131 32.23987824190408 4.6467772629111987 2.3026768453419209 1.4234547885134814 1.3654619120061386 1.4127471260726441 0.5004921667277803 2.7068431042134762 6.3300210833549553 6.7382225263863793 7.7199375554919225 4.5746700186282387 3.6111682858318082 2.7422701381146908
leaf_count=197 143 28 22 30 34 239 208 63 38 17 37 14 22 4 45 83 1948 43 28 57 17 15 6 42 106 115 177 61 39 32
internal_value=0 -0.0016007 -0.00217011 0.000475036 0.00067907 -0.000344054 0.000862738 0.000522615 0.000785343 0.00133883 0.00341016 -0.000499311 0.000978018 0.00121456 0.00115806 -0.00160069 -0.0026762 0.000163439 0.00113627 -0.00165227 0.0013225 0.00147739 -0.00312211 0.0016387 0.00187724 0.0012921 0.0032239 0.000607032 -0.000114844 0.000802918
internal_weight=0 74.4534 51.2366 60.5334 57.7207 23.2168 55.6 48.4332 45.2106 9.92511 4.66655 5.25856 43.3156 3.66607 41.6554 13.2916 42.1052 9.13144 6.94945 1.9372 40.2226 38.8572 32.7404 37.4444 34.4231 23.9964 10.4268 17.2581 12.6835 9.07229
internal_count=3910 2723 2244 1187 1044 479 1010 802 739 157 65 92 701 75 679 322 2151 93 71 61 634 617 1954 602 572 353 219 238 177 138
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 15 50 12 158 38 3 0 3 39 11 376 31 15 2 133 13 13 13 16 16 47 50 3 157 12 48 160 148 15
split_gain=9.44703 4.81043 3.70131 3.24846 3.19823 3.01428 2.97774 3.2415 2.65984 2.57069 2.53338 2.50622 2.89545 2.24262 3.15151 2.2151 2.00719 2.57116 2.00831 1.9683 2.66226 2.4473 2.49902 1.81182 1.64582 1.62385 1.83668 2.09331 2.02645 1.50169
threshold=0.10080500000000002 0.084050000000000014 0.086465000000000014 -0.071274999999999991 0.084965000000000027 0.10657000000000001 -0.115685 -0.11524 0.16699000000000003 0.15608500000000003 0.081565000000000012 0.048695000000000009 -1.0000000180025095e-35 -0.008624999999999999 0.089910000000000004 0.0068000000000000014 0.098990000000000009 0.16421000000000002 -0.26418499999999995 0.062650000000000025 0.67964000000000013 0.091930000000000012 0.10976000000000001 0.10666500000000002 -0.055684999999999991 0.11540500000000002 0.12474000000000002 -1.0000000180025095e-35 -0.080629999999999993 0.08351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 10 13 9 19 15 12 -9 14 -8 -1 18 -18 -3 21 -21 22 24 29 -5 26 27 -26 -29 -14
right_child=3 16 -4 8 -6 -7 7 11 -10 -11 -12 -13 23 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0023604106541619549 0.0026117204954534145 0.0022140169155337452 -0.0027143726115683281 0.0033582561823999541 -0.0025432862631458949 -0.00093949447147435004 -0.0022679388075881038 0.005085630244356416 0.0021844491789477097 0.0030575646545355837 -0.0021055268392016989 0.00096514805037864037 -0.0022265326287687856 0.0027877359331355931 0.0012248015536946474 -0.00082882107949128724 0.0022568921175522287 -0.0029944606866056907 -0.0029067695769639012 -0.0023165050657701176 0.0023879269306140145 -0.0014424315941893608 -0.0026055900179772404 0.00038874009688225932 -0.00079894015634231327 -0.0019278344160071801 -0.0020113453605573716 -0.0010738853273507005 0.0026935876130137126 0.0027251040765667472
leaf_weight=7.3771211393177492 8.6268443856388313 0.63911309838295416 6.5416507571935645 1.9494680687785209 5.2985620545223346 2.4658059217035762 3.3390060411766154 0.50948464497924106 4.2912486884742966 1.8590383753180493 1.7423650389537204 3.6328530125319949 17.115743151865914 2.8585839625447944 5.4651784617453814 2.2895937450230122 1.6031312616541975 1.4024821994826195 15.937811930663884 6.532180104404687 1.1324385814368723 6.6765354238450518 1.7945348005741824 2.7472305912524453 2.7333920393139151 1.8044059872627247 1.482340320944785 1.3758879341185108 6.8397161737084353 0.50591619405895372
leaf_count=65 281 4 315 30 164 29 51 4 96 32 39 37 819 22 62 30 30 69 1138 194 19 93 33 27 37 16 11 19 105 39
internal_value=0 -0.00110567 -0.000704441 0.000471861 -0.000455806 0.00182231 -0.000223356 -0.000621296 8.24763e-05 -0.000181424 0.00103836 -0.00120618 -0.00158399 0.000607924 -9.98278e-05 0.00160503 -0.0023232 -0.000193499 -0.00270934 -0.000367724 -0.00162143 2.2001e-05 0.000565798 -0.00175081 0.000917426 0.000583174 0.000947647 0.00134825 0.00206264 -0.00208437
internal_weight=0 79.0058 59.4233 49.5638 52.8816 11.0927 47.5831 36.174 38.4712 34.1799 11.4091 24.5112 20.8784 11.6628 8.80418 9.66671 19.5825 3.00561 16.5769 32.3209 7.66462 24.6563 17.9797 20.3689 16.1852 14.2357 12.4313 10.949 8.2156 17.6217
internal_count=3910 2915 1674 995 1359 310 1195 1061 685 589 134 926 889 135 113 95 1241 99 1142 557 213 344 251 885 218 188 172 161 124 858
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=1 15 484 4 42 160 52 2 52 52 457 43 480 1 43 393 1374 33 156 42 160 15 4 151 16 160 376 51 38 12
split_gain=14.4347 6.41044 4.85877 4.05065 3.91842 3.97414 4.97885 3.34506 2.92296 2.82844 2.6555 2.78945 2.4385 2.43816 2.20337 2.18909 2.11512 2.30219 2.46981 3.15095 2.38748 2.25021 2.03765 2.04718 1.90393 1.88442 1.78958 1.76623 1.72379 2.32815
threshold=0.10398500000000001 0.084050000000000014 -0.0043499999999999988 0.51224500000000017 -1.0000000180025095e-35 -0.096329999999999985 -0.42035499999999998 0.14808000000000002 0.16064500000000001 -0.42985499999999993 -0.0015249999999999997 0.26746000000000009 0.086640000000000009 1.0000000180025095e-35 0.15364000000000003 0.08407000000000002 -0.094679999999999986 -1.0000000180025095e-35 0.083820000000000019 0.092860000000000012 0.091575000000000017 -0.008624999999999999 0.15045000000000003 0.11831500000000002 -0.42360999999999993 0.083295000000000022 0.091535000000000019 -0.40274499999999996 0.084445000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 -7 8 9 -2 -8 16 14 26 27 -15 -12 -18 19 20 25 -20 23 -3 -21 -19 -4 -11 29 -29
right_child=3 22 4 -5 5 6 10 -9 -10 12 11 -13 -14 15 -16 -17 17 18 21 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025538964737323129 -0.0028308625528790515 -0.0027303538255746694 -0.0029100731620543114 0.0027188994122709035 -0.0022074558957627631 -0.0025161288553148162 -0.0017429632314698456 0.0023470551313769061 -0.0020272784881173256 -0.0016666023237505352 -0.0016034043155485566 -0.0031581437280911854 -0.0028876849377517913 -0.0014929565925721462 -0.0023405580642389366 0.0027746183914271251 -0.0020517553440342964 0.0018718163949000711 -0.0025202545282161678 0.0024933425126729076 -0.00038540038187124002 0.00098014554425915616 0.00041550600592736369 0.002177804616914527 -0.0021916778995739127 0.0040347270250585734 0.001585423907387685 0.0025921178421261372 -0.0012751004136621542 0.00071982703587227708
leaf_weight=10.194912156090139 2.0487993247807017 23.251101633533843 8.8914877828210557 5.9565708339214316 6.2860093982890239 4.8037682231515637 3.788552561774849 5.3727062232792369 4.580050801858305 2.0030911769717958 2.5056326054036608 1.378062305971979 1.5366151239722956 2.635887809097766 1.7528500817716111 1.3836699724197385 1.744545456022023 14.613302219659102 2.3146717194467783 0.89874860830605063 2.8370294924825421 3.4566129669547072 1.8269414398819197 0.6597025990486135 2.4123814515769473 3.8397093564271918 0.72280037403106767 6.7577246036380592 2.3054184615612021 19.424392903223634
leaf_count=374 85 1210 353 165 183 177 88 102 69 38 47 23 21 46 17 15 35 168 68 13 37 44 34 8 51 44 5 139 22 229
internal_value=0 -0.00119871 -0.000791307 0.000587604 -0.000512766 -0.000162247 0.000126053 0.000310304 3.95014e-05 0.0003037 0.000445045 0.000675301 0.000493815 -0.00182084 0.000654966 -2.39106e-05 0.000827881 0.00101756 0.00119386 0.00157334 0.00196111 -0.000423749 -0.00238125 -0.00259494 -0.000920011 0.00232188 -0.0025721 0.000827173 0.00100252 0.00120307
internal_weight=0 100.446 74.7078 51.7382 64.5129 50.879 44.593 45.7816 40.4089 35.8289 39.7892 36.0007 33.7801 13.6338 32.2435 4.01956 34.6226 32.117 30.3725 24.6012 21.29 5.77128 25.7377 23.9108 3.31113 18.453 9.61429 30.4906 28.4875 26.1821
internal_count=3910 3023 1771 887 1397 978 795 722 620 551 618 530 466 419 445 61 507 460 425 313 249 112 1252 1218 64 212 358 428 390 368
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 16 50 48 2 14 38 16 51 15 151 15 2 15 16 15 11 2 128 1 15 3 4 16 456
split_gain=16.5392 5.15114 4.83062 6.49128 4.69909 3.39693 3.6282 3.40708 4.13807 3.36568 2.93626 2.91349 2.78947 2.18448 2.17494 2.45107 2.10098 2.0922 2.10866 3.57046 2.0829 2.67088 2.065 2.04921 1.73126 1.723 1.70365 1.50831 1.4826 1.42508
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.15608500000000003 0.062650000000000025 0.11515000000000002 0.11930500000000001 0.090695000000000012 0.077685000000000018 0.13584500000000002 0.67964000000000013 0.092720000000000011 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 -0.013084999999999998 0.079360000000000014 0.15100500000000003 -1.0000000180025095e-35 0.077415000000000012 -1.0000000180025095e-35 0.089290000000000022 0.076710000000000014 0.024640000000000006 -0.15464999999999998 -0.086799999999999974 -0.16268499999999997 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 5 6 7 8 9 22 20 23 -8 14 15 16 -5 -16 19 -19 26 24 -3 29 -22 -11 -1 -9 -24 -2
right_child=1 4 3 13 -6 -7 12 27 -10 25 -12 -13 -14 -15 17 -17 -18 18 -20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035036098113917424 0.0021191479757526237 0.00088499515584284294 -0.0021284342363904279 0.0012347725821741002 0.0023469521083884608 0.0027902238030231745 -0.0022206166642473896 0.00086087839873044572 -0.0021982987288544629 0.001958038634796187 -0.0026445943692592578 -0.0025088977049604402 0.0020997567252785173 -0.0027957090472043034 -0.0027512982395462571 -0.0022901464753430269 -0.0019218191908129008 0.0026534364590408135 -0.0014106317529299977 -0.00062319007249426875 -0.00021740875625269633 -0.0027722846636074553 -0.00023479664385499211 -0.0016774007810094558 0.0025398592677567389 -0.00048303734146823185 0.00026678510741123454 -0.00273318076487846 -0.0026790195871558686 -0.00069551458146977093
leaf_weight=2.0830825697630644 16.190187852829705 4.9699850250035524 44.923477817326784 3.5761529579758644 4.7034836281090966 2.1502249762415877 9.0699324421584588 0.92037544399499882 3.6872495096176854 10.743403935804961 2.3472134545445433 1.0971597209572781 1.0576659962534893 2.4763902723789206 1.1837099641561515 5.5891703292727488 2.1339180972427165 5.214149113744492 2.2358361575752506 3.538158843293786 6.0642897803336382 2.0684457384049892 3.6940555423498136 1.0644164644181717 1.8941805846989153 2.2096264734864226 2.0399395581334838 3.7784126084297887 2.7393429670482945 1.2264971509575833
leaf_count=14 340 47 2157 30 85 32 233 8 37 141 72 9 14 38 19 108 26 36 32 48 52 36 29 11 21 18 34 83 85 15
internal_value=0 0.00038321 -0.00126376 -0.00154937 -4.74823e-05 -0.00029764 -0.000452518 -4.51846e-05 0.000287241 0.00066352 -3.67755e-05 0.00147706 -0.00176942 -0.000546826 -0.000309551 -0.00110497 5.51186e-05 0.000428841 0.000771425 0.00132885 0.000395813 -0.000223578 -0.000333909 0.00171369 0.000438843 0.00154162 0.00190213 -0.00202919 -0.00127555 0.00192094
internal_weight=0 69.302 87.3681 70.871 49.7238 45.0203 42.87 32.7425 28.0437 24.3564 16.4972 19.5783 10.1276 25.9475 23.4711 11.2992 5.71007 12.1719 10.9881 8.75231 14.1499 10.0269 11.4034 18.4811 7.95847 12.953 4.12302 4.69879 6.4334 17.4167
internal_count=3910 1187 2723 2494 812 727 695 448 357 320 229 375 247 337 299 164 56 135 116 84 157 109 161 366 73 159 48 91 114 355
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 4 48 12 16 14 128 16 14 51 49 51 4 4 150 15 11 46 3 132 456 15 0 49 49
split_gain=18.2579 6.13735 4.78321 4.74005 6.09249 3.73326 4.11966 5.12967 3.18418 3.96009 3.01699 2.78821 2.44783 2.38683 2.00922 2.00019 2.24528 1.9734 2.62345 2.40405 1.82361 2.51629 1.79666 1.78064 1.76141 1.5676 1.55227 1.46116 1.40973 3.82888
threshold=0.094385000000000011 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.15608500000000003 0.22584000000000001 0.11930500000000001 0.090585000000000013 0.025915000000000004 0.077685000000000018 0.092725000000000016 -0.095609999999999987 -0.46879999999999994 0.092720000000000011 -0.088329999999999978 -0.10145999999999998 -0.00072999999999999985 0.0057500000000000008 0.08826500000000001 -1.0000000180025095e-35 0.077415000000000012 0.092020000000000005 -0.15464999999999998 0.080815000000000012 0.088865000000000013 -1.0000000180025095e-35 0.12500000000000003 -0.081629999999999994 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 10 28 6 8 13 9 12 20 22 -3 -8 15 -6 -17 -18 -19 26 23 24 25 -1 27 -2 -20 -22 29 -5
right_child=1 2 -4 4 14 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035445966195378062 0.0023328839795878579 -0.0018758721090157795 0.0024530164264639446 -0.002133013803296206 -0.0031139547812728714 0.0030060631685424216 -0.0018791367368721432 -0.0030747201038336383 -0.0022135098177806199 -0.0022111459536055568 -0.0027762767021333409 -0.0021824608771085626 0.0015406597921387279 0.0012884554690347266 -0.0029283220390792968 -0.0023817963128553834 0.00097254751393117814 -0.0027440256176288905 -0.0025488153714503972 0.0026376226992183447 0.00082513619718313622 -0.0028943682448186363 -0.00098980825805263092 0.00014284257023974264 0.0023500936281283125 -0.00070071553665759995 0.00048527736064391425 -0.0017351621280648462 -0.0023686144111096513 0.0040437072600502146
leaf_weight=2.0533233843743801 16.382985219359409 1.876301210373639 4.7159889526665202 3.0585871227085595 1.7689294293522895 2.2152625247836104 1.8560166507959426 2.5442989058792582 11.63939433172345 4.8806131929159156 2.5536169093102208 1.2455809153616417 6.4951086491346386 14.976647015660999 2.4374865107238284 2.8601394128054443 9.5392395555973142 3.0394827593117828 2.0419522803276857 1.9879526719450948 3.345064686611293 2.0373729374259719 1.3971717804670323 2.2264699898660192 2.2745144236832857 1.2744868099689473 2.7429586909711281 2.8793191835284233 43.086537525057793 0.90218503959476848
leaf_count=14 333 19 85 82 19 32 20 28 317 79 72 12 66 173 38 74 74 45 45 10 36 36 16 34 22 15 29 15 2063 7
internal_value=0 0.000410773 -7.52928e-05 -0.00136911 -0.00166177 -0.000331802 -0.000498834 0.00041214 -0.00120799 -0.000324833 -0.000131312 0.00163669 0.000774906 0.000939188 -0.000649229 -0.000417573 -0.000202835 0.000119212 -0.000710372 0.000202279 0.00032456 -0.000264566 0.00188634 0.00177491 0.000365856 0.00211392 -0.000809516 -0.000359225 -0.00223033 -0.00072608
internal_weight=0 71.4999 51.1996 90.8351 73.4655 46.4836 44.2684 19.377 24.8914 13.252 17.3697 20.3002 8.37141 16.8327 26.4181 23.9807 22.2117 19.3516 9.81235 6.77286 14.8161 10.5363 19.0546 4.27979 8.4989 17.6575 4.78491 6.22438 47.0473 3.96077
internal_count=3910 1195 819 2715 2486 734 702 221 481 164 229 376 85 193 334 296 277 203 129 84 157 109 364 48 73 348 74 51 2152 89
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 159 9 50 39 47 457 1 3 2 123 147 3 1 14 157 12 457 3 11 0 0 0 16 42 48
split_gain=20.7392 8.56817 5.29466 4.93969 4.2307 4.33535 3.84792 3.53624 3.25182 3.16885 2.75378 2.68208 2.2362 2.1422 1.68586 1.62315 1.61455 1.95807 1.5489 1.83608 1.52689 1.75886 1.49096 2.48788 2.7251 1.95195 1.5256 1.57676 1.3912 1.30382
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11901000000000002 0.16168500000000002 0.096475000000000019 0.081330000000000013 0.13213500000000003 -0.15884499999999999 0.12663500000000003 -0.041524999999999992 0.10271500000000001 0.090325000000000003 0.097265000000000018 -0.46879999999999994 -0.0086849999999999983 0.084885000000000002 0.090150000000000022 -0.100615 0.079700000000000007 -0.060094999999999989 0.10302000000000001 -0.11524 -0.013279999999999998 0.081685000000000021 0.088750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -1 9 10 15 14 13 -12 -5 -8 18 20 -18 19 -4 -14 -22 23 24 -16 -26 27 28 -24 -7
right_child=2 4 7 11 5 29 8 -9 -10 -11 12 -13 16 -15 22 -17 17 -19 -20 -21 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017957941157527781 -0.0024996685873658227 -0.0023222603737778551 0.0023337884840862752 0.00036715354325079933 -0.002515890878168889 0.00060698756313543349 0.00064708795227957482 -0.0018218911848878929 0.0015504507936985664 -0.00046196905327968341 0.0013246313479675048 0.0024065004750641441 -0.0026756876257323088 -0.0026221717945092782 -0.0019433370120957635 -0.00039071698947177604 0.00069787403676374257 -0.0017993044553511611 0.0023491619198983404 -0.0021659819720453522 0.00050649260773444761 -0.0022201626138348453 -0.002166888962032135 -0.0024849195030614284 0.00081230365363359333 -0.001150324496789263 -0.0022297849327128855 -0.00032281102264784968 -0.00036048760500417674 0.0023256170912090176
leaf_weight=1.4266018364578474 2.4663659706711796 3.140269983559846 0.91637919098138809 3.1672951038926831 1.8736479133367527 6.5115471258759481 1.18721643090248 2.0437441430985919 1.3629289530217636 4.0770536139607421 1.7301081679761434 1.805551581084728 5.5701352190226334 1.9136286154389379 10.448102138936521 1.5441224202513684 3.3993854150176039 2.8916068486869335 10.878386214375494 0.88896742276847962 2.2001994401216507 2.5319678671658039 13.247859232127668 10.186150655150412 4.336936894804241 6.0244410000741482 109.27606037259102 4.0865619108080855 2.5260778293013564 3.314749414101243
leaf_count=16 20 34 27 43 11 93 13 18 19 40 15 34 68 13 157 23 24 23 283 15 24 44 123 160 33 41 2367 36 25 68
internal_value=0 -0.00165549 0.00058702 -0.00178344 -2.32579e-05 0.000593795 -0.00185344 0.000961143 -0.00188221 0.00127187 -0.00190825 7.11658e-05 -0.00108876 -0.000758716 -0.00200133 0.00176871 -0.00134039 -0.000449935 0.0020316 0.000118065 -0.00188414 -0.000952417 -0.00202097 -0.00158161 -0.00113945 -0.000328832 -0.00212642 -0.00155769 -0.00187761 0.00118674
internal_weight=0 204.159 22.815 189.319 14.8402 11.6999 182.432 20.3487 181.006 18.3049 179.643 6.88648 18.3234 5.08092 161.319 14.2279 16.5933 6.29099 12.6837 1.80535 10.3023 4.73217 160.132 30.9956 20.8095 10.3614 129.137 19.8605 15.7739 9.8263
internal_count=3910 3484 426 3278 206 172 3188 406 3172 388 3153 90 198 56 2955 348 183 47 325 42 136 68 2942 391 231 74 2551 184 148 161
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 12 3 4 3 3 48 39 457 128 14 484 14 43 13 475 46 41 3 12 3 456 52 52 16 49 147 160 4 3
split_gain=40.472 12.3537 9.04093 8.47979 7.50072 8.35841 6.86128 5.40024 4.66669 4.42731 4.24913 3.76253 3.49524 3.06525 2.75753 2.69389 2.49753 2.16231 2.09224 1.8139 6.11499 1.78041 1.74069 1.79934 1.73654 1.65092 1.46831 1.40539 1.54423 1.81773
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 0.28937500000000005 -0.115685 -0.032959999999999996 0.11930500000000001 0.16168500000000002 0.081330000000000013 0.092725000000000016 0.077685000000000018 -1.0000000180025095e-35 -0.46879999999999994 -0.073684999999999987 0.10153000000000002 -0.071179999999999979 0.092020000000000005 0.078150000000000011 0.10420500000000001 0.085090000000000013 0.090325000000000003 0.088865000000000013 -0.087604999999999988 -0.07984999999999999 -0.16268499999999997 0.13239500000000001 0.10058000000000002 -0.030424999999999997 -0.04133499999999999 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 12 8 19 16 11 -1 -5 -7 17 -15 21 -13 -10 20 -3 -2 -17 -24 -21 -22 -14 -25 -29 -30
right_child=1 2 -4 6 5 13 -8 -9 18 -11 -12 14 26 15 -16 22 -18 -19 -20 24 25 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=-0.0023728190626133129 0.0020306161921872256 0.0014702952344047057 0.0021656875756752691 -0.0010742288205904049 -0.0019959636248572422 0.00065746225777841487 -0.0020079727290232318 0.002451408702445704 0.0018611417259533402 -0.0019792010234630621 -0.0022773952987013941 0.0019223778709478298 0.0018920790946113381 0.00064053699106786008 -0.00058820722729482423 -0.0023885296607618596 -0.00070561662726384585 -0.00024352520050921792 -0.00073900461000510624 -0.00056919658823264782 -0.0024169963448262511 -0.0002372112768833199 0.0010832932965887283 -0.0024006394220659985 -0.0020514710531528875 -0.00025294111662472845 -6.6338207100914042e-05 0.00030888121506234407 -0.0023321993960699586 -0.00053771731843843887
leaf_weight=2.286835350096232 24.460013382136832 3.8440062664449197 7.0518139004707328 2.4887940362095895 80.561521753668785 5.8479556888341895 3.4633456245064727 2.0264163725078097 3.0902390033006659 1.5364550799131382 3.8884692564606658 6.6199472807347757 13.261367525905369 3.7563863433897522 6.0025707706809035 5.1240569911897209 1.7882376834750164 3.0220190919935703 2.5364306420087814 4.4516670256853095 5.5670752674341202 1.6643150895833958 1.7061051651835502 3.5043416507542231 17.717097401618961 2.2194996550679207 1.9806470349431027 3.5564792864024719 4.4670279808342244 5.8931344076991081
leaf_count=34 332 28 85 20 2157 46 28 19 24 12 72 43 139 33 53 76 16 27 20 32 55 15 12 44 329 17 16 21 65 40
internal_value=0 0.000374947 -0.000111858 -0.00036823 -0.00140682 -0.00162422 0.000723422 -0.000926379 -0.00109999 0.00152709 -0.000266843 0.00016915 0.00125694 -0.000739638 0.000540722 -0.00103135 0.0017201 0.00124353 0.000689029 -0.00139781 -0.00071924 0.00188614 -0.00129032 -0.000996114 -0.00175382 -0.00180015 0.00163759 -0.00119976 -0.000897365 -0.00131145
internal_weight=0 99.1474 69.6984 62.6466 136.237 114.417 21.1942 41.4524 39.426 29.449 21.8198 17.9314 17.7308 33.8555 15.6445 28.0075 27.9126 9.64197 5.62667 33.7993 11.6306 26.1243 24.2511 19.1271 22.1688 7.78657 15.242 17.421 13.9166 10.3602
internal_count=3910 1187 812 727 2723 2494 203 524 505 375 229 157 175 337 123 291 363 70 44 461 100 347 258 182 361 72 155 170 126 105
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 13 133 38 40 132 457 50 1 151 13 151 48 11 52 159 49 42 0 47 0 48 43 12 4 15
split_gain=29.8199 19.05 7.03009 6.69173 5.46094 5.49236 6.54199 5.85412 4.99161 4.7812 3.47688 2.89038 2.53263 2.60682 2.48952 2.45323 2.95239 2.4276 2.10193 2.27022 2.1757 2.06907 1.92791 1.75062 1.61468 3.14944 2.18174 1.82659 1.61197 1.53323
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.00059999999999999995 -0.0023199999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.084305000000000005 0.081330000000000013 0.11901000000000002 0.088010000000000019 -0.083919999999999981 -0.10241499999999999 -0.051109999999999996 0.08784500000000002 1.0000000180025095e-35 -0.092854999999999979 -1.0000000180025095e-35 -0.069934999999999983 0.098285000000000011 -0.13506999999999997 0.096475000000000019 -0.070894999999999986 0.091555000000000011 -0.085894999999999985 0.096315000000000026 -0.060264999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 6 8 21 -1 15 14 23 13 -12 17 16 -7 29 -17 -20 -21 -8 -22 -4 -16 26 27 -26 -24 -3
right_child=2 3 11 -5 -6 9 7 -9 -10 -11 12 -13 -14 -15 24 18 -18 -19 19 20 22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022636150470353557 -0.0021715331113167122 -0.0015741126494331324 0.0018633967454898866 0.0011445655673596809 -0.0023710940687359777 0.0014211555615265814 0.0019392302784228097 -0.0012381697896873042 0.0014657911151208752 0.0024648536235141604 -0.0017216796056732421 -0.00095042128140041112 0.0022114625000647535 0.00092445843637994083 -0.0019716542343629377 -0.0019885380068223068 -0.0012411812161958863 -0.0022029758395016425 -0.0018751938989577854 -0.0017311642588098428 0.0008543876854743411 -0.00046889573577940311 0.00017868507833928855 0.00050406721566362278 0.00072057364155917955 0.00093842519160781794 -0.001960121528057945 -0.0017471341946039437 -0.0015913678958081761 0.00027551283963610023
leaf_weight=4.452278696000576 2.3433071896433857 2.5688485614955416 22.135548498481519 3.8026920370757571 4.163257770240306 4.4168310053646556 15.834798760712152 3.2181925289332858 2.1644351109862354 2.1099740676581851 4.3887829985469571 1.889784026890992 1.3526477999985216 2.303917631506919 62.291758319362991 5.8948396295309093 2.7382686585187912 3.7352734357118598 4.8015078008174958 3.5728598646819689 6.3941343016922501 1.5936182215809811 4.6752598956227329 4.6528820954263201 2.6373628787696406 2.2142502497881642 15.550040613859899 2.260583532974124 3.7727043591439537 6.2281341813504687
leaf_count=62 20 34 348 40 45 36 211 27 24 18 82 18 11 27 1938 88 22 65 56 31 45 15 28 40 30 34 379 40 44 52
internal_value=0 -0.000955953 0.00118331 -0.00148085 -0.000133791 8.11247e-06 0.000699466 0.0012581 -0.00104367 -0.000483039 -0.00157546 0.00145743 -0.000302643 -0.000810764 -0.0016805 -0.000654547 0.000402275 -0.000842342 -0.000914297 -0.000641539 -0.000319876 0.00171904 1.98562e-05 0.00162729 -0.00180414 -0.0013437 -0.00159082 -0.000418365 -0.000611788 -0.000264605
internal_weight=0 179.137 31.0215 109.334 69.803 65.6397 27.2633 20.6466 6.61671 38.3764 105.532 28.6782 8.04535 6.6927 97.4863 36.2664 7.1551 12.5323 29.1113 23.2165 18.415 17.4284 14.8421 26.7884 84.954 22.6622 20.448 4.89795 8.44796 8.79698
internal_count=3910 3484 426 2732 752 707 339 253 86 368 2692 406 120 109 2572 350 58 151 292 204 148 226 117 388 2421 483 449 70 72 86
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=4 12 1 151 13 1 52 0 457 51 483 1 132 151 50 3 15 151 15 3 11 0 16 16 0 16 40 1 52 47
split_gain=31.1391 20.8781 7.11232 7.03672 5.56241 5.86064 4.54228 5.09448 3.47136 3.31615 3.56245 3.24238 3.22032 2.89861 2.86369 2.69555 2.45652 2.42949 2.01092 1.85722 2.85655 2.82502 2.23541 4.39693 1.59587 4.18316 1.53059 1.52938 1.48633 1.44048
threshold=0.28937500000000005 0.080120000000000011 0.13026000000000001 -0.27336999999999995 -0.00059999999999999995 0.084795000000000023 -0.0093349999999999978 -0.068039999999999975 0.081330000000000013 -0.097124999999999989 0.0015150000000000003 0.089895000000000017 0.087875000000000023 -0.086769999999999986 0.11901000000000002 0.10666500000000002 0.079360000000000014 -0.083919999999999981 -0.035939999999999993 -0.100615 0.079700000000000007 -0.060094999999999989 -0.17157499999999998 -0.30307999999999996 -0.11756999999999999 -0.0072149999999999992 0.0057300000000000007 0.083370000000000014 0.10433000000000002 0.11861000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 -8 15 26 12 17 13 -11 29 19 24 -10 -1 20 21 27 23 -21 25 -15 -6 -3 -26 -5
right_child=3 2 -4 14 9 6 7 -9 11 10 -12 -13 -14 16 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0024882621914104255 -0.0025203567386063749 -0.0024836123495606661 0.0015216838108166801 0.0021220334146862473 -0.002576866562112516 0.0022206286832338563 -0.001132674807097573 0.002668985028239979 -0.0020215938347565511 0.0015944316436278029 -0.002831448934637582 0.0030345341904045599 0.0028487852338108417 -0.00050292051829014096 -0.0010901567267795204 1.0707909870338147e-05 -0.0026667266351557768 0.00096235682280687693 2.6965039273648505e-05 -0.0021428647554402437 -0.0025226377871245707 0.0004913496779055162 -0.0023242108824870576 0.0015911674657351181 -0.0014403181732655806 0.0028080118172216042 0.00019485861819652721 -0.00014194060778139914 0.0006404767248353512 -7.0010534876984042e-05
leaf_weight=3.139623049646616 2.2046681642532375 4.6118267085403213 3.6647330448031417 25.901236783713109 5.6434322278946629 13.133657909929756 6.1030663140118122 2.7972743697464431 4.2168889082968226 3.9998335763812092 2.7169183678925029 1.3232944309711454 1.9600231498479832 8.2597056552767736 1.7535433173179615 3.8113349303603163 2.6545885540544978 2.2916330378502607 3.8515763953328159 5.7425838597118855 7.3774087391793719 5.8611421659588823 61.641661036759615 2.4473016913980228 7.8732202872633934 2.7738113552332004 1.3419249616563318 2.2621572129428387 2.4490982666611671 1.7409393005073059
leaf_count=62 20 111 40 372 93 178 47 33 82 29 28 10 17 64 18 22 34 28 35 107 158 43 2074 25 82 18 13 32 19 16
internal_value=0 -0.00101805 -0.00167096 0.00149913 -1.77346e-05 0.000758297 0.00134874 6.2143e-05 -0.00178614 -0.000585494 -0.000273721 -0.00029417 -4.18531e-05 -0.000244126 0.00180059 -0.00191077 -0.000550407 -0.000970953 -0.00110258 -0.00199219 -0.00136759 -0.000698478 -0.00217208 -0.00102706 -0.000287342 0.000329443 -0.0020444 -0.00171299 -0.000946624 0.00198398
internal_weight=0 173.95 105.252 31.6004 68.6978 29.0252 22.034 8.90034 101.587 39.6726 32.6872 7.83182 29.9703 28.0103 29.3957 93.7554 24.0104 6.50852 6.9912 89.9441 20.1125 12.7351 69.8315 8.18989 21.3558 11.0335 6.98536 6.87398 10.3223 27.6422
internal_count=3910 3484 2732 426 752 355 258 80 2692 397 291 120 263 246 406 2572 217 110 97 2550 344 186 2206 132 183 82 106 143 101 388
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 132 376 457 151 0 42 12 16 13 12 52 52 1 48 15 11 16 16 1 13 151 43 2 40 159
split_gain=12.9672 9.12869 4.04764 3.96131 3.44966 3.37696 3.12408 2.81659 2.68553 2.57045 2.4631 2.38836 3.28647 2.15687 3.97516 2.12679 3.33423 2.03675 2.65964 2.50735 2.15411 2.03001 2.15682 1.98529 1.956 1.94135 1.93491 1.53292 1.52944 1.31008
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 0.080815000000000012 0.048375000000000008 0.081330000000000013 -0.051109999999999996 -0.070894999999999986 -0.089024999999999979 0.098845000000000016 -0.23935499999999996 -0.10939499999999998 -0.051479999999999991 -0.42035499999999998 -0.088779999999999984 0.11774500000000002 -0.064549999999999982 -0.14487999999999998 0.088315000000000018 -0.17157499999999998 -0.30307999999999996 0.089895000000000017 -0.089189999999999978 -0.083919999999999981 -0.50749999999999995 0.106285 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 6 8 9 27 21 -8 12 -11 14 -10 -14 -17 18 -4 20 -20 22 -3 25 -18 -9 -26 -1 -13 -15
right_child=2 3 17 -5 -6 -7 10 23 13 11 -12 28 15 29 -16 16 24 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00013779873910630417 -0.0032039619638698238 -0.0028459794172498443 0.0034347913951586267 0.0018295526504575933 -0.0034644362431479796 0.0027848642438489963 -0.0015840410386585629 -0.0024447880787174538 -0.0022020825185412891 0.0059720610051294757 0.0024043710936950367 0.0015159910521268635 -0.0032736632866771555 -0.0032673274275535073 0.0035094611255176351 0.0033123952088376036 0.0015676689387654774 0.0027484028360303205 0.0018875769951038509 -0.0031808093146997009 -0.0023400365211151413 -0.0030484869869299835 0.00065646518339862068 0.0038340759592691552 0.0014093628860471839 0.0015895314711944248 -0.0035043383460040866 0.0032914799461864299 -0.0032122024055040339 -0.0011606259369515435
leaf_weight=5.3113936409354201 1.7967687845230127 3.7288016891106963 2.932539850473403 2.7160133048892012 3.0135751552879801 4.1044558957219115 2.0268162563443184 3.0757251586765046 2.3028827607631683 0.74980207905173557 6.7220483813434821 0.76568176597356785 2.8123546103015533 3.4776942431926789 2.6196886207908419 2.1574109755456439 1.7721727304160584 10.612570913508533 5.0582648497074834 1.9927182178944374 1.5941842794418333 34.39028047863394 3.363207481801509 1.0982343219220636 1.0497580599039777 1.966688392683863 3.4707605186849846 2.1889626644551754 6.7866892032325259 20.285561405122277
leaf_count=61 20 86 53 39 45 58 19 82 25 6 115 6 127 58 42 23 13 269 74 42 14 1905 32 10 9 28 113 35 223 278
internal_value=0 -0.00117656 0.00137418 -0.00192527 -0.000171086 3.12965e-05 -0.00022022 -0.00207706 -0.000631383 -0.00228299 0.00148039 -0.00133543 -0.000456841 -0.00107315 0.00083748 -0.000884847 -8.98038e-05 0.00174487 0.000825001 -6.02697e-05 0.000874477 -0.0027299 -0.00118503 -2.97476e-05 -0.00125623 -0.000871286 -0.00236328 0.00105819 -0.00273284 -0.00146894
internal_weight=0 121.957 23.987 69.9036 52.0531 49.0395 44.935 67.1876 36.1862 61.0469 8.74886 19.5646 12.0123 28.6858 4.92257 11.2625 8.4501 22.1903 11.5777 8.64517 6.65245 41.4823 7.09201 6.14065 6.29269 5.04241 4.52052 7.50036 7.55237 23.7633
internal_count=3910 3438 472 2702 736 691 633 2663 499 2543 134 520 291 403 67 285 158 452 183 130 88 2023 118 120 135 110 122 96 229 336
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 12 3 4 3 3 48 121 457 52 128 14 484 475 43 13 122 46 49 41 106 52 3 51 4 14 47 150 16 4
split_gain=43.9715 14.3446 9.3041 10.2047 6.97022 8.60166 6.62059 5.19205 4.43131 4.1329 4.12778 3.77617 3.92691 2.72044 2.80339 2.50918 2.36861 3.04934 2.31788 2.08582 2.0472 1.80901 2.14321 2.11076 1.72663 1.56853 1.68567 1.47234 1.15902 3.04647
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 0.22584000000000001 -0.115685 -0.032959999999999996 0.11930500000000001 -1.0000000180025095e-35 0.081330000000000013 0.13709500000000002 0.092725000000000016 0.077685000000000018 -1.0000000180025095e-35 -0.071179999999999979 -0.077664999999999998 0.10153000000000002 0.089350000000000013 0.092020000000000005 0.43054000000000009 0.078150000000000011 0.091500000000000012 -0.087604999999999988 0.086245000000000016 0.08955500000000001 -0.06272999999999998 -0.45282499999999992 0.09585500000000001 0.12187000000000002 -0.055679999999999993 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 7 11 -6 9 -3 18 25 16 12 -1 24 -15 19 17 20 28 -14 -2 -16 -23 -24 -7 -5 27 -27 29 -9
right_child=1 2 -4 6 5 13 -8 8 -10 -11 -12 -13 15 14 21 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024633378462570678 0.002153403589794978 0.0024702714074630321 0.0021851766343561059 1.8394112790035318e-05 -0.0020423432700428243 -0.00050717484841975838 -0.0020126111909566672 0.0014134224492208158 0.0005393777899330214 -0.0013082823115032518 -0.0018623511073220234 -0.0023133437522064272 0.0017925530887075531 0.00053905257957146226 -0.002428447677041009 -0.00063588769125827763 -0.00056972008361232921 -0.00093976929780780101 0.001054273599027075 -0.00034361424948976669 -3.7236160958536905e-05 -0.0018584986215084383 0.00017968334252804961 -0.001795874939056107 0.0018868022635992903 0.0023875149486828257 0.00037499527782036126 0.00025911032012891237 -0.0021362886988466048 -0.0017855063374244626
leaf_weight=2.5186779350042405 27.028441999107606 1.710424318909644 6.895285125821828 3.0910493433475592 85.437617227435112 3.0486843399703503 3.8785989917814723 1.6915507689118383 4.8084346465766421 2.9901279658079138 1.6073720380663861 3.8232370875775805 6.6954443603754061 4.4584220089018372 5.3625236116349724 6.2378563471138468 2.0465094596147528 1.7493217177689064 1.3620467670261849 3.1175032407045364 2.1425468437373629 8.2997113205492514 8.1794897317886335 3.6353061646223059 2.5955873280763617 10.407196540385483 3.4759878739714614 1.7696232870221127 18.767056308686737 7.6539623960852641
leaf_count=34 333 18 80 27 2157 28 31 11 36 24 12 72 43 34 76 53 15 14 13 27 27 99 52 32 16 110 20 17 296 103
internal_value=0 0.000380528 -0.000191191 -0.000457167 -0.00146663 -0.00167121 0.000583626 -0.00119778 -0.00138079 0.00104694 0.00151327 -0.00036104 4.09161e-05 -0.000779994 -0.00103901 0.000433881 0.00167785 0.00182661 -0.00169404 0.00111391 0.00199251 -0.00131516 -0.00101836 -0.000428178 0.000593725 0.00142266 0.00169997 0.0020782 -0.0018272 -0.0012065
internal_weight=0 103.076 68.5013 61.6061 143.41 121.017 25.6126 35.9935 34.2831 21.734 34.5742 22.3927 18.5695 35.5797 29.9355 16.0508 32.9668 30.9203 29.4746 9.81295 29.171 25.477 20.1145 11.8148 5.64427 18.7439 15.6528 12.1768 28.1126 9.34551
internal_count=3910 1187 786 706 2723 2494 229 477 459 198 401 229 157 337 293 123 389 374 423 70 360 259 183 84 44 174 147 127 410 114
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 4 3 52 159 1 3 123 3 123 15 48 0 13 49 0 148 4 1 15 157 2 16 1429 48 49
split_gain=38.5229 10.2899 8.98067 8.08902 5.27611 4.38763 4.031 3.72785 3.73382 3.57218 3.15262 3.64945 3.10035 2.91498 2.63365 4.0393 2.52371 2.39065 2.71491 2.3181 2.15818 2.0587 2.03706 2.23606 1.88095 1.61761 1.57499 1.54453 1.35126 1.24019
threshold=0.10113500000000002 0.080120000000000011 -0.37613999999999997 0.086785000000000015 0.11551000000000002 0.39574000000000004 0.10666500000000002 0.12539500000000003 -0.044129999999999996 0.13702500000000004 -0.15121499999999996 1.0000000180025095e-35 -0.097604999999999983 0.08128500000000001 0.024640000000000006 0.12862000000000004 -0.060094999999999989 -0.067699999999999996 -0.14750499999999997 -0.23029999999999998 -0.082389999999999977 -0.48072499999999996 0.092550000000000007 -1.0000000180025095e-35 -0.079129999999999992 0.089785000000000018 -0.54165499999999989 0.084895000000000012 0.085090000000000013 -0.081274999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 12 14 -9 13 -1 19 16 26 15 20 27 -16 -19 25 -4 -18 23 -13 -21 28 -5 29 -12 -3
right_child=2 5 3 9 -6 -7 -8 8 -10 -11 11 22 -14 -15 17 -17 21 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013113431326139855 -0.0022397211552706198 -6.791697222931369e-05 -0.00071378685249465289 0.00092881644045600951 -0.0016486041048081384 0.00272983651103864 0.00031861086804007454 0.0025154957418613731 -0.001815124464580539 0.0018738218246488608 3.6739813492512409e-05 -0.0024293138518329143 -0.0025742083189916496 0.001352657777057095 0.0026980640001810856 -0.0013846631403743178 -0.0022273131489982307 0.0013356923736849301 -0.0026089569039477877 -8.0026079896738974e-05 0.0026901215633277731 0.00053149685152339163 0.0017506962735244448 0.0013148649587816608 -0.0021966126214547806 0.00097467579782749975 -0.0019131819806927023 0.00076221081170248337 -0.0031165297722723475 -0.0028578248251717223
leaf_weight=5.7134467959403983 6.8976211361587039 1.3132628351449955 1.408772900700568 1.6079172343015695 3.5527039915323249 1.3350017145276059 4.4483356177806845 2.2944493219256401 3.8912965841591349 3.7922812588512889 2.1896147318184362 2.5118266306817532 71.276381457224488 3.0390859581530085 2.5934938490390778 2.004034884274005 2.8545002602040768 2.7514593750238419 2.3412938788533202 3.7277644462883499 32.583987660706043 6.2648816928267461 5.1625446602702141 2.1428965181112272 16.592679675668482 4.495813574641943 11.703686736524107 1.1474282220005978 1.7912316136062143 9.5940152648836392
leaf_count=38 136 12 15 12 42 11 23 23 34 32 24 33 2113 29 24 12 36 27 18 37 456 40 43 14 219 32 127 10 19 219
internal_value=0 -0.00163227 0.000697974 0.000973421 0.00152167 -0.00211821 -0.002185 0.00174753 -0.000208788 -0.00048061 -0.000555409 -0.000831617 -0.00230546 -0.00102668 0.00202455 0.00233005 -0.0014008 0.000593811 -0.000477783 -0.00131492 0.00254905 -0.000332051 0.000586075 -0.000705605 -0.00180833 -0.00013213 -0.0015699 -0.00220931 -0.00138211 -0.00252191
internal_weight=0 142.562 80.4621 73.5645 53.4215 98.2338 96.8988 49.8688 6.18575 20.143 44.3278 38.6144 92.4505 16.3507 43.683 35.9968 21.1741 7.68625 5.09275 28.7971 33.9928 9.11938 9.81727 4.65472 20.3204 8.47666 13.3116 12.0547 3.98085 10.9073
internal_count=3910 2923 987 851 651 2464 2453 609 57 200 459 421 2430 168 552 483 317 69 45 331 471 76 90 47 256 75 139 241 43 231
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 4 3 3 12 1 13 147 14 483 4 47 52 0 52 3 15 11 160 52 160 3 38 2 132 484 16 0 15 4
split_gain=13.1108 4.5193 3.81757 5.37281 3.74289 4.23648 4.14722 2.64337 2.53187 1.98391 2.16701 3.12108 2.53518 1.95212 1.83091 1.80968 1.74759 2.35282 1.70339 2.05474 1.97708 1.68129 1.56114 1.46429 1.42745 1.40461 1.36894 1.36627 1.36054 1.33677
threshold=0.094485000000000013 0.51224500000000017 -0.115685 -0.032959999999999996 0.090840000000000018 0.13026000000000001 -0.0024749999999999993 0.074865000000000015 0.077685000000000018 0.086150000000000018 -0.16401499999999997 0.093315000000000023 -0.074484999999999982 -0.053834999999999994 0.26391000000000003 -0.016619999999999996 -1.0000000180025095e-35 0.077415000000000012 -0.092169999999999988 -0.096614999999999993 -0.078454999999999983 -0.15464999999999998 0.10386000000000002 0.075670000000000015 0.080815000000000012 -0.0043499999999999988 -0.091624999999999984 -0.14867499999999997 -0.03231499999999999 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 14 29 16 10 -8 12 27 -7 22 -5 21 24 -17 -20 -21 -1 -2 -22 -18 -25 28 -12 -14 -6
right_child=1 -3 3 15 5 13 9 -9 -10 -11 11 -13 26 -15 -16 18 17 -19 19 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048306590415077748 0.0027402949689058352 0.0035131582044003115 -0.002981009599092495 0.0027193417455764028 -0.0034842710359118375 0.0047138995397046652 -0.0026329446809663839 0.0028043455195452525 -0.0037806440162618596 -0.0039360425741530036 -0.0030403052992116048 -0.002011033024035166 0.0028163024891124824 -8.9267088165419068e-05 -0.0020893320499345376 -0.003960100692573694 -0.00043303868444338989 -0.0039612656070529134 -0.0036115698129119429 0.0023956602179885161 -0.0038913296894318799 5.3837855309692422e-05 -0.00056174084030060506 -0.0033077303934988507 0.0031390957873978476 3.1699776784302262e-05 0.0044390525855891082 0.0013450516420241859 -0.0016352961501393561 -0.00115955210050434
leaf_weight=1.9118484202772381 14.586782228201633 5.462721360847353 41.161336471326649 1.7054027467966104 8.4522727765142935 1.8290653601288793 3.3832628373056695 1.2865538299083699 2.2148107364773741 1.8418493047356594 1.8728432357311251 4.4295522831380376 2.6990762036293767 2.7553409971296778 1.320575177669524 2.4658370874822166 5.8501285389065725 1.9630782790482042 2.8950933273881736 2.8828249126672825 1.8223558180034061 1.9172428715974081 2.1320345662534228 1.9099510014057202 1.9337883349508045 11.423920823261135 3.4464461412280727 1.8198819719254995 1.3322335034608843 5.1848369538784018
leaf_count=14 298 167 2157 22 287 23 62 17 72 18 17 49 52 42 17 45 51 36 67 26 31 34 22 33 22 113 31 27 12 46
internal_value=0 0.00037814 -0.00179996 -0.00217947 8.47539e-05 -0.00120351 0.000731397 -0.00213447 -0.000207332 -0.00036446 -1.79276e-05 0.000549205 0.00156444 0.00182708 0.00199648 -0.000865305 0.00037562 -0.00043493 -0.00112656 -0.000792792 -0.000340405 0.00243888 0.00231921 -0.000860825 0.0004544 -0.000446642 0.00277112 -0.000879074 0.00134518 -0.00260041
internal_weight=0 63.8353 82.0576 66.2667 58.3726 19.5081 38.8645 14.9237 15.7909 20.8251 18.9833 15.6 11.1705 4.58441 18.0394 25.1054 13.5761 9.747 23.4 20.9341 18.0391 3.82909 16.7188 15.1562 7.78392 13.3339 7.47776 3.69273 4.03131 13.6371
internal_count=3910 1187 2723 2494 1020 415 605 350 229 268 250 188 139 65 337 337 157 109 315 270 203 48 320 177 73 146 95 44 64 333
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 12 4 13 3 3 47 4 39 14 484 52 43 475 52 0 47 48 14 13 41 41 52 4 15 1 3 51 14 13
split_gain=35.8212 10.1115 7.93894 7.69957 7.13369 7.7196 5.1813 7.11104 4.82938 4.08544 3.37345 2.58227 2.4925 2.43264 2.43101 2.72352 2.38226 3.59983 2.88962 2.20936 2.01475 1.96012 1.76599 1.65885 2.05899 1.51869 1.47446 1.99039 1.11342 1.08404
threshold=0.094485000000000013 0.085845000000000019 0.22584000000000001 -0.0024749999999999993 -0.115685 -0.032959999999999996 0.093315000000000023 -0.16401499999999997 0.14706500000000003 0.077685000000000018 -1.0000000180025095e-35 0.12461500000000002 -0.073684999999999987 -0.071179999999999979 -0.074484999999999982 -0.14867499999999997 0.084155000000000021 0.10417000000000001 0.019255000000000005 0.10153000000000002 0.078150000000000011 0.081670000000000006 -0.087604999999999988 0.15045000000000003 -0.03231499999999999 0.12381000000000002 0.086245000000000016 0.08955500000000001 -0.10523499999999998 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 8 16 9 -6 7 -5 -3 10 -1 21 29 -14 15 -9 18 -18 -2 20 -12 -4 -15 -16 28 -8 -24 -28 -25 -7
right_child=1 2 11 6 5 12 25 14 -10 -11 19 -13 13 22 23 -17 17 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0025850507875473717 0.0023749245208798267 -0.0019464131588364606 0.0017146599323387801 -0.0026347985646049572 -0.0021613612542216568 0.0014664594047421316 -0.002428980974640105 -0.0018764933862715008 0.0026192407295814084 -0.002500029883458156 0.0020113419246413438 -0.0016588117435453894 0.00067066400236075619 -0.0026182178889998901 0.0031280512079699518 0.0014227230607432534 -0.00063008133722765314 0.0026029219078399185 -0.0011689196563240587 -0.00053692207555197289 -0.0003238551336814966 -0.00047735071392557282 -0.00187197718578576 0.00052578773418407215 -0.00088756360229581604 -0.00038874825331461138 0.00013304238996235371 -0.0019960253607661459 0.0024208236775471311 -0.00059592654557960221
leaf_weight=2.0555186159908834 21.212550889700658 17.61682879365981 8.4683663509786111 2.9710403643548551 74.603866649791598 3.279118612408638 4.286473397165536 2.4646102748811245 1.3486812599003304 3.6433610767126074 6.4594421572983247 2.1046408787369719 3.6317455843091038 4.8854625746607807 3.5888167694210962 2.9997813291847768 4.6243440210819236 3.1180336326360703 1.3216879740357388 5.8083802871406069 2.8924484476447105 2.9828894436359397 7.1168953739106682 2.4710007607936939 1.9076194986700938 3.6551468968391418 7.7642296366393548 3.4203146509826183 5.2144554667174789 2.3772279098629943
leaf_count=34 339 339 73 41 2157 23 39 18 17 72 43 20 33 76 23 33 34 38 11 53 27 26 98 25 14 30 52 32 67 23
internal_value=0 0.000393271 -0.000650397 0.000960518 -0.00150707 -0.00174942 0.000116297 0.000706392 -0.00162174 -0.000262972 0.000210455 0.000708568 -0.000803086 -0.00109895 0.00123877 -6.5326e-05 0.00178473 0.000671923 0.00216707 0.000589486 0.00128909 0.00114367 -0.00137612 0.00177936 0.00127481 -0.00148996 -0.00104455 -0.000518042 0.00181154 0.000599688
internal_weight=0 92.357 32.5214 59.8356 127.938 107.079 29.5589 21.6173 18.9655 20.8592 17.2158 13.5559 32.475 26.8186 18.6463 5.46439 30.2766 7.74238 22.5342 15.1603 9.35189 11.4513 23.1869 13.1819 9.59308 7.94162 18.3014 11.1845 7.68546 5.65635
internal_count=3910 1187 475 712 2723 2494 290 221 356 229 157 119 337 291 180 51 422 72 350 123 70 99 258 129 106 69 182 84 92 46
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 4 48 47 48 12 16 14 16 52 50 11 1 0 3 474 455 4 160 43 3 10 47 14 52
split_gain=24.4212 7.98829 6.14744 5.36993 6.58175 4.28404 4.90992 5.72838 3.49509 4.18183 3.3799 4.61067 3.29361 2.89285 2.53172 2.20189 2.12381 2.36717 2.39314 2.0568 2.01705 1.90192 1.65627 1.65528 1.60945 1.86244 1.48947 1.4214 1.65114 1.21709
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.15608500000000003 0.22584000000000001 0.11930500000000001 0.084155000000000021 0.11280000000000003 0.090585000000000013 0.025915000000000004 0.077685000000000018 -0.095609999999999987 0.26391000000000003 0.083215000000000011 0.080455000000000013 0.083065000000000014 -0.060094999999999989 -0.016619999999999996 0.084655000000000022 0.092155000000000001 -0.030814999999999995 -0.081299999999999983 -0.073684999999999987 0.076695000000000013 0.043560000000000008 0.09585500000000001 -0.45282499999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 12 -5 6 10 14 21 -10 11 13 16 -3 26 -15 17 18 -1 -6 23 -2 -22 -21 -25 -26 27 28 -8 -27
right_child=1 2 -4 4 19 -7 7 -9 9 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 20 22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.0018758195308630897 0.0024144460407166165 -0.0019078341428605671 0.0023561026552283838 -0.0021898288528445792 0.0016366106872288629 0.0027101222469210467 0.0001615109410482013 -0.0029081037674205386 -0.0012865347927291822 0.0027076728804777688 -0.0021225381742302637 -0.0021537070476180618 -0.0026121973682765184 0.0022984745027772777 -0.001826627583831994 -0.00071812403426953458 -0.0019508690387819605 0.0026231188067178724 0.00074596949535974896 -0.0027651675671621404 -0.00094765417389237557 -0.00083863439313096549 0.0021129038094512293 0.00079144935347879469 -0.0024182518589995062 -0.0013886278521686606 -0.00084184438594905214 5.2174400018551736e-05 0.0023917753811928781 0.00021190766275094131
leaf_weight=2.8625437933951607 14.953726761043077 2.0448347106575957 5.3154219053685656 58.492260767146945 1.9966449178755308 2.5154565908014765 2.639540128409867 2.8642753139138213 4.5539595633745185 2.4180394001305103 13.626132750883697 5.7176634632050982 3.0298140812665215 4.9504591450095203 1.940677125006913 2.0666242968291044 2.3877578899264327 2.6847322750836602 7.8523280583322075 3.5703293867409291 2.0943391416221857 1.1674556285142887 2.1686365846544495 2.7549266889691486 5.4230555333197037 6.4236161205917712 2.0085468478500834 3.4934276342391959 8.2568933293223417 5.1642034985124932
leaf_count=53 290 19 85 2157 22 32 27 28 37 35 312 78 72 39 20 26 31 25 48 51 34 13 18 20 93 67 17 21 108 32
internal_value=0 0.000331591 -0.000158605 -0.00145828 -0.00171255 -0.000415043 -0.000573506 0.000320318 0.00155086 9.87425e-05 -0.0012407 -0.000427682 -0.000267964 0.000661362 0.000824547 0.00141005 0.000181927 0.000561983 4.55425e-05 -0.000769267 -0.000943319 0.00217887 0.000609295 -0.00122695 -0.000949094 -0.00123098 0.0011383 0.00141469 0.00185152 -0.000675337
internal_weight=0 80.5331 57.44 106.905 88.088 52.1245 49.6091 21.2034 23.0932 6.972 28.4057 14.7796 18.8172 9.06192 18.3391 7.01708 15.7874 13.3996 10.7149 29.5958 27.5991 16.1212 4.26298 23.3361 19.7658 17.0109 16.3984 14.3899 10.8964 11.5878
internal_count=3910 1187 812 2723 2494 727 695 221 375 72 474 162 229 84 193 65 157 126 101 337 315 303 52 263 212 192 173 156 135 99
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=1 12 12 0 16 38 3 39 16 16 47 50 1 3 12 13 0 48 15 15 13 457 457 4 160 12 48 148 4 457
split_gain=13.0339 4.95812 4.62198 3.69857 3.36044 3.16615 3.10982 3.03276 2.72397 2.8173 2.6213 3.24293 2.60584 2.6022 2.55581 3.01403 2.4949 2.29799 1.87889 2.07098 1.87394 1.87111 2.17616 1.72674 1.71697 2.29521 2.81647 1.82063 1.65502 1.5387
threshold=0.099595000000000017 0.083325000000000024 -0.071274999999999991 -0.070894999999999986 -0.50763499999999995 0.10657000000000001 0.31335500000000011 0.15608500000000003 0.064860000000000015 0.67964000000000013 0.091930000000000012 0.11551000000000002 0.085990000000000011 -0.021064999999999997 0.098845000000000016 0.11596500000000001 -0.098179999999999976 0.091555000000000011 -0.038029999999999987 0.079360000000000014 -0.45122499999999993 0.083995000000000014 0.085230000000000014 -0.48072499999999996 -0.079234999999999986 0.11215000000000001 0.12862000000000004 -0.080629999999999993 0.27020000000000005 -0.079274999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 28 29 7 8 10 -10 11 24 18 -14 15 17 -15 20 -1 23 -5 -6 -23 -20 -4 26 27 -26 -3 -2
right_child=2 3 6 14 21 -7 -8 -9 9 -11 -12 -13 13 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027021547330534782 -0.0011025318818492515 -0.0013107237269446362 -0.00084120192566884547 0.0028226541939980294 -0.0027150828807768466 -0.00073915623442661607 0.0029228668661429361 0.0029349248164466635 -0.0023312293941908546 0.0022280764417317899 -0.0013308041440961715 -0.003062838985674552 0.002440412397575191 0.00047276932281583374 -0.0021812350714276642 0.0034409259880942397 -0.0020598053851452903 0.0029349358621317411 -0.0019007793024808225 -0.0029318703700186646 -0.0017043152668177351 0.002738826891436663 -0.0019619212658751558 0.00056814564682352632 -0.00043368923106176219 -0.00091572156300902361 -0.0018259961756606699 0.0027427594274108532 0.0034443031969362279 0.0029155681410757309
leaf_weight=4.9513005409389761 0.7973882332444181 1.164892461150884 3.6733732279390159 0.79663622379302701 32.348126008175313 2.8028027825057498 2.5846412014216176 2.2209203746169797 7.883265892043708 1.203326918184757 8.057296594604848 1.7691433392465103 3.383150681853297 10.328984227031469 5.6267090104520312 1.7722295075654972 4.2206080257892582 1.2328123636543749 3.0810534600168467 2.5665362756699315 6.0807354319840679 1.052754428237676 2.7149141561239958 7.4783487152308208 1.6313736923039002 2.9874872639775267 1.4628624320030201 9.3911277856677735 1.0927524697035549 9.2522564474493247
leaf_count=133 13 27 43 4 1862 29 66 34 205 19 102 31 34 100 182 14 71 13 41 77 161 13 76 69 22 26 10 147 14 272
internal_value=0 -0.00129901 0.000409439 -0.00183187 -0.00229414 0.00186927 -2.82732e-05 -0.000217638 -0.000401603 -0.00172745 1.42159e-05 0.000532363 -0.000501685 0.00024792 -0.000688092 0.000162053 -0.000261891 -0.000554443 -0.0012453 -0.000695749 -0.00117994 -0.00249949 -0.000648448 -0.000152245 0.000864565 0.00126953 0.00179241 0.00227263 0.00099082 0.00259675
internal_weight=0 89.8925 55.7173 53.8826 38.3734 12.8524 42.8648 40.2802 38.0593 9.08659 28.9727 20.9154 36.01 17.9327 15.5091 9.88241 14.5496 8.11018 18.0772 13.1259 6.87737 36.1158 3.76767 10.5594 19.1462 15.4729 12.4854 11.0225 2.25764 10.0496
internal_count=3910 2891 1019 2366 1992 314 705 639 605 224 381 279 525 205 374 192 171 178 320 187 165 1951 89 110 248 205 179 169 41 285
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=1 12 12 0 52 38 16 484 2 1 160 3 0 42 42 48 51 1 15 12 2 15 15 0 4 4 16 4 457 4
split_gain=18.8937 6.7675 5.51936 3.82811 3.5626 3.36043 3.34593 3.16595 3.21018 2.86217 2.72021 2.47238 2.60335 2.45216 2.41756 2.37169 3.03004 2.50135 2.47919 2.25113 2.2089 2.20193 2.47867 2.07294 1.99881 1.86289 1.93999 1.75836 1.52057 2.26326
threshold=0.099595000000000017 0.083325000000000024 -0.071274999999999991 -0.060094999999999989 -0.42985499999999993 0.10657000000000001 -0.50763499999999995 -1.0000000180025095e-35 0.14808000000000002 0.085990000000000011 -0.26821999999999996 -0.016619999999999996 -0.098179999999999976 0.092635000000000009 0.084685000000000024 0.11930500000000001 -0.40274499999999996 0.12293500000000002 0.035895000000000003 0.11742500000000002 0.091985000000000011 -0.038029999999999987 0.079360000000000014 -0.11287999999999999 -0.48072499999999996 -0.081189999999999984 -0.014099999999999998 0.27020000000000005 0.083995000000000014 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 6 -4 -2 27 -6 10 21 -9 -11 -13 14 20 16 -12 -17 19 -18 -5 -1 24 -20 -23 -26 -27 -3 -8 -30
right_child=2 3 4 13 7 -7 28 8 -10 11 15 12 -14 -15 -16 17 18 -19 23 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0023057764686399873 0.0022809376012340806 -0.0012301034249077877 -0.0024264474472293941 -0.002798450928366677 -0.001512193463909899 -0.00045226484138674448 -0.0022349140749301877 -0.0025678575403258528 0.0025799521803130526 0.0018485353827322696 -0.0017790685127395257 0.00038892487594085828 -0.0017759301014453374 -0.0025097450913879778 0.0024280123506921839 -0.0023975815864849875 0.0015392855885537618 0.00084856360553213061 0.0011346789790222717 -0.00077667428754855429 0.00011217290265186575 -0.0016289741123835418 -0.0025048122471437667 -0.0021724617898588824 0.0019153518835398823 -0.0022661516147744346 0.00080173259745544762 0.0026460611721258118 -0.0025420638961297444 0.00086923735862409583
leaf_weight=5.5567521043121841 12.020103503018616 1.3497400768101209 2.9796494450420132 1.8684911504387836 5.0814285837113848 3.1719256862998 42.899721127003431 1.810295158997177 3.6466015148907891 4.1406518667936352 2.5461890250444439 11.294227888807654 4.2711086943745586 2.7300785165280095 1.8823085166513909 3.1339834667742243 18.758937368169434 2.2935515902936459 1.8888837117701767 2.6755060553550711 6.5684182997792959 3.2504214048385611 2.9020646940916768 2.4021792151033869 3.3480273783206931 1.8643786199390877 3.0010464750230312 1.2647456545382736 2.087488966062665 2.2596092391759148
leaf_count=133 285 28 123 20 86 29 2044 33 72 38 31 99 68 78 19 33 242 21 13 23 72 41 77 28 22 22 25 14 63 28
internal_value=0 -0.00117641 0.000471923 -0.00165802 7.34861e-05 0.00171028 -0.00195609 0.000241871 0.000469502 -0.000411856 0.000252772 0.000226406 -0.000205109 -0.000519079 7.57674e-06 0.000404294 0.000678847 -0.00102584 0.00092212 0.0012502 -0.000532432 -0.00104318 -0.000554802 -0.000716691 -6.11599e-05 0.000559293 -0.000373848 0.000644974 -0.00210003 -0.000768879
internal_weight=0 102.539 62.4092 62.9106 47.2172 15.192 49.8613 44.2376 39.1561 39.6287 35.5095 19.706 15.5653 13.0493 10.3192 33.6992 28.2717 5.42754 25.7255 21.4344 8.43691 19.9227 14.3659 4.29106 11.4639 8.21345 4.86543 2.61449 47.2468 4.3471
internal_count=3910 2891 1019 2366 705 314 2177 582 496 525 424 205 167 189 111 391 337 54 306 265 92 320 187 41 110 69 47 42 2135 91
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 12 12 3 38 13 49 4 160 52 453 484 2 15 147 49 0 133 52 48 42 4 4 4 1 47 4 151 52 2
split_gain=25.6721 7.7349 7.05631 4.50048 4.0933 4.04068 3.99754 3.53113 3.34397 3.88443 2.77352 3.27421 2.75532 2.62163 3.14936 2.50491 2.58883 2.38764 2.31385 2.1066 2.04419 2.01807 3.83856 3.75612 3.58042 3.87237 2.52744 2.24186 1.94582 2.39597
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.13584500000000002 -0.10241499999999999 -0.080034999999999981 0.51224500000000017 -0.079234999999999986 -0.42985499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.10274500000000002 0.079360000000000014 0.088035000000000016 -0.084114999999999981 0.039665000000000006 -1.0000000180025095e-35 0.17829500000000004 0.12862000000000004 0.088115000000000013 -0.0010999999999999996 -0.48072499999999996 0.0057500000000000008 1.0000000180025095e-35 0.077735000000000012 -0.073574999999999988 -0.086769999999999986 -0.10201499999999998 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 7 -2 28 15 8 -4 -10 11 -11 17 14 18 16 -7 -13 21 -14 -19 22 -1 -23 -25 -26 -24 -28 -3 -30
right_child=2 5 3 -5 -6 6 -8 -9 9 10 -12 12 19 -15 -16 -17 -18 20 -20 -21 -22 23 26 24 25 -27 27 -29 29 -31
leaf_value=-0.0016439656503724927 0.0019721626351458009 -0.0025869801678329424 -0.0017891285328394278 0.0018111887096241106 -0.0022142974568455714 -0.0019689756247472951 -0.0019912615500281157 0.0020743346919706394 -0.0022854061392848421 -0.001531076839232554 -0.0025441693658273899 -0.0020929965920619192 0.001831960638220173 -0.0024344063861187898 0.0026042417876195466 0.0020740570737185519 0.0016179739271527942 -0.00040918683355271787 -0.0025126894956681717 -0.00016478656433368302 0.0017249704996219102 -0.0025222780726960872 0.0017044924510798264 -0.0021039465073632042 0.0022413757185781209 -0.0011899855423736496 0.0016419459951834468 -0.00082216416584340738 -0.0017508025789192898 0.00054123333754128031
leaf_weight=4.3829760290682289 16.252675879746679 1.8084345646202553 6.7399464566260567 6.2186700329184523 1.2254129871726025 3.630411721765995 63.080909367650747 3.1114951260387889 3.527100918814539 4.0179089400917354 1.7459381222724903 2.4579925313591948 9.815229155123232 2.9818128217011681 1.7573018334805954 1.7490235827863205 1.3455868326127527 6.1745054908096808 2.4145744498819104 3.4961851127445689 3.3931870274245739 4.713583059608939 6.8102014213800386 3.0258600264787656 3.8168365955352783 2.7685818877071142 2.5567044429481021 6.0982998535037085 3.1143246572464687 7.7943830620497465
leaf_count=63 300 26 80 96 9 79 2205 52 114 61 18 22 121 47 17 17 9 50 33 33 31 55 50 58 24 30 21 61 67 61
internal_value=0 -0.00121941 0.000468357 5.11129e-05 0.00167864 -0.00161005 -0.00181867 -0.000194963 -0.000365648 -8.85845e-05 0.000160553 0.000321421 0.000615186 -0.000439371 -0.000284231 -0.000199775 -0.000999009 -0.000151172 -0.000422964 0.00130752 0.000347693 -0.00027531 0.000180704 -0.000907152 -0.000115058 0.000798794 0.000697831 -9.42614e-05 -0.000464914 -0.00011312
internal_weight=0 123.85 68.1762 50.6982 17.4781 82.5231 69.8059 44.4795 41.368 34.628 31.1009 29.355 25.3371 41.3267 38.3449 6.72502 4.976 12.0257 36.5876 13.3114 9.56769 34.173 19.8482 14.3249 9.61128 6.58542 15.4652 8.655 12.7171 10.9087
internal_count=3910 2923 987 678 309 2464 2310 582 530 450 336 318 257 459 412 105 88 103 395 154 81 362 195 167 112 54 132 82 154 128
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 4 151 12 3 3 3 1 13 14 1456 52 13 16 15 151 15 15 4 52 124 11 1 0 52 484 2 8 457 1
split_gain=19.9242 6.098 5.27027 4.85853 4.47722 6.60189 4.00263 3.93572 3.16621 2.79587 2.37138 2.24623 2.08199 1.9724 1.92405 2.0822 2.42702 1.87133 1.89571 2.5658 1.77078 1.68927 1.95246 2.16592 1.67867 1.60585 1.305 2.28235 1.80753 1.21154
threshold=0.094485000000000013 0.27020000000000005 -0.27336999999999995 0.085845000000000019 -0.115685 -0.032959999999999996 -0.0095549999999999993 0.13026000000000001 -0.089899999999999994 0.077685000000000018 0.091180000000000011 -0.0093349999999999978 0.076210000000000014 -0.16268499999999997 -0.008624999999999999 -0.0074049999999999993 -0.090344999999999995 0.14395500000000003 0.074650000000000008 -0.080899999999999986 -0.027784999999999997 0.080455000000000013 0.083065000000000014 -0.060094999999999989 -0.096614999999999993 0.083810000000000009 -0.13811499999999996 0.088630000000000014 -0.068264999999999978 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 12 13 11 21 26 -8 -2 -5 15 16 -7 18 19 29 -16 22 23 -1 -22 -26 27 -4 -28 -10
right_child=1 2 10 7 5 14 8 -9 17 -11 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 24 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0017861573731785005 0.0023988867987659022 -0.0024908637867071229 -0.0011048664586510205 -0.00015006288020397485 -0.0020824321833135652 0.00068409037225696 0.0026349866618553225 0.0012846491289276543 -0.0032461377065792401 -0.0025391048981041266 -0.0018208830803249918 -0.00016520298839923134 -0.00066713693139563806 -0.0022045444778044545 0.0018165484613237881 -0.0022329115160263768 -0.002360562381107247 -0.002796396344807182 -0.0017623164418983782 0.0012499099488268045 -0.0025879982328687475 -0.0018113894467778478 0.0024624261109452181 0.00073101608282207138 -0.00052155239600486421 0.0018498288305240933 -0.00074200525740632575 0.0023138163825593859 0.0022715743680123356 -0.00010673630795547269
leaf_weight=2.7030001338571301 6.9555311426520365 1.9714616537094141 2.2471827287226978 3.6219105720520028 50.316758066415787 4.5495049543678761 3.3651800490915775 3.1449592374265185 1.3405881505459558 2.5473655611276618 1.1160499602556218 3.2965365052223232 1.5798654481768606 10.864903984591365 2.5726514086127272 6.6005770266056079 2.2870156019926071 2.2201530635356894 3.9553028270602217 5.3805554769933197 1.7262869011610735 2.0906705763190976 2.4466691464185706 7.5023325346410301 7.6906033623963577 2.1168955564498901 1.2414417564869058 2.2940286099910736 17.002155948430289 1.530216561630368
leaf_count=53 113 20 24 29 2157 37 60 39 23 72 13 34 19 313 19 116 28 29 32 49 41 31 25 48 80 16 15 35 320 20
internal_value=0 0.000357081 0.00129802 -0.000158079 -0.00131654 -0.001563 0.000438341 -0.00116015 -0.000125479 -0.000206706 0.00161055 0.00124932 0.00183138 -0.00169089 -0.000614094 -0.00126701 -0.000334435 -0.000760305 -0.00038998 0.000267852 7.83758e-06 0.000196305 0.000528065 6.43136e-05 -0.000395602 -9.70259e-06 0.00177862 0.000622108 0.00206651 -0.00157275
internal_weight=0 73.128 25.8723 47.2557 95.1503 77.8603 29.6239 17.6318 21.0885 17.29 23.9009 6.66172 8.5354 14.4868 27.5435 13.4371 6.83652 14.4268 12.2067 8.25136 14.1064 14.7427 12.652 10.2053 11.5338 9.8075 22.7848 4.54121 18.2436 2.8708
internal_count=3910 1187 427 760 2723 2494 379 381 247 229 407 94 132 342 337 181 65 153 124 92 156 157 126 101 137 96 394 59 335 43
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=1 15 484 42 160 52 51 1 159 12 3 457 133 41 1374 33 159 1 13 2 2 150 13 13 133 157 49 1186 49 376
split_gain=13.0795 5.81742 4.38726 3.82681 3.76885 4.12109 3.70102 4.10672 2.98114 2.47019 2.4609 2.2325 2.39913 2.39305 2.55263 2.26794 2.11854 2.04532 2.02056 1.97143 2.66498 1.96218 1.92577 2.40052 1.90308 2.09857 1.87584 1.7818 1.71041 1.64878
threshold=0.10398500000000001 0.084050000000000014 -0.0043499999999999988 -1.0000000180025095e-35 -0.096329999999999985 -0.42035499999999998 -0.40274499999999996 0.13662500000000002 0.073745000000000019 0.090840000000000018 0.090325000000000003 -0.0015249999999999997 0.10599500000000002 0.080335000000000018 -0.094679999999999986 -1.0000000180025095e-35 0.097495000000000012 1.0000000180025095e-35 -0.26418499999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.081245000000000026 0.098990000000000009 0.16421000000000002 -0.0056849999999999991 -0.084354999999999986 -0.088329999999999978 0.081240000000000021 -0.081629999999999994 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 -5 -6 -2 8 9 10 19 -7 13 14 -13 -16 24 29 -3 20 -8 -12 -20 -24 -17 -26 -27 -19 -28 -4
right_child=6 18 3 4 5 11 7 -9 -10 -11 21 12 -14 -15 15 16 -18 27 22 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0029806689695676099 -0.0026433613127203976 0.0026813231846695138 -0.0033988951470738786 -0.0026212099462682315 -0.002875912731055781 -0.0019507736681591643 0.0019858631686740205 0.0026820408378201814 0.0022993162256808434 -0.0013818767622772888 -0.0012546595716062582 -0.0020871606282881544 -0.0029354369781908357 -0.0021062483346573685 -0.0024355110554833124 -0.00072343244748336003 -0.0012410531418344595 -0.0020112251391220396 -0.0033141902033600157 0.0031309995264711173 -0.0040763342101012906 0.0018139663078795519 0.0018942499003461967 -0.0034135192020812279 -0.0017800442635425762 -0.00024234225611431044 0.0058923223325522437 0.0024837357574505519 0.0024842408543464018 0.0016351111907100106
leaf_weight=9.5954530900344235 3.3550027888268223 0.68232250958681362 8.5583026129752362 6.003680318593978 4.3352066352963439 3.6878623049706212 2.2532842382788658 9.9668870531022531 6.628447212278842 10.047364776954053 7.9929051008075458 2.3649195134639767 1.8016176270321 2.5711746197193852 1.5171512514352858 2.575674428604553 2.4571779975667587 2.2632796894758935 20.181301566772166 5.1416568718850613 1.1237195003777798 2.9496747013181448 1.7765035275369876 1.7478465493768451 1.2899668756872582 2.3716768212616541 1.6768443882465494 1.5270592644810674 16.55388123355802 0.7301257252693184
leaf_count=374 57 4 353 183 177 88 55 211 141 176 91 43 29 46 26 54 58 47 1148 98 12 46 30 70 34 33 16 14 191 5
internal_value=0 -0.00141712 -0.000956695 -0.00064489 -0.000233977 9.77621e-05 0.000617373 0.000854658 0.000350651 -8.70729e-05 0.000581403 0.000429436 0.000678949 0.000874037 0.00112277 0.00138967 0.00160521 -0.00219089 -0.00277417 0.00187736 -3.13716e-05 -0.000427483 -0.00293119 -0.000738056 0.00189104 0.00219864 0.00244775 -0.000200286 0.00279771 -0.00300319
internal_weight=0 96.269 71.8811 62.2856 49.2068 43.2032 49.4589 46.1039 36.1371 29.5086 19.4612 38.8679 35.1801 33.3785 30.8073 28.4424 26.9252 13.0788 24.388 8.51866 3.377 10.9426 23.7057 3.52435 24.468 21.8924 20.6024 3.79034 18.2307 9.28843
internal_count=3910 3023 1771 1397 978 795 887 830 619 478 302 618 530 501 455 412 386 419 1252 165 67 137 1248 100 328 274 240 61 207 358
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 12 0 3 4 3 47 39 12 16 47 48 3 124 15 52 42 4 52 51 16 43 455 41 48 14 43 13 0 3
split_gain=26.5048 8.05231 5.39359 5.36321 5.34867 4.51002 4.35353 3.83517 3.68852 4.3499 3.2247 4.66071 3.01904 2.84545 2.82762 2.72241 2.69581 3.04985 2.55851 3.06475 2.42806 2.41332 2.12787 1.63967 1.5387 1.71465 1.34479 3.23648 1.22819 2.28588
threshold=0.094385000000000011 -0.041094999999999993 0.048950000000000007 0.16699000000000003 0.22584000000000001 0.086245000000000016 0.11939500000000002 0.18016500000000005 0.090585000000000013 0.025915000000000004 0.084155000000000021 0.11280000000000003 -0.115685 -0.085379999999999984 0.079360000000000014 0.26391000000000003 0.093785000000000021 -0.49837999999999999 -0.094124999999999986 0.087505000000000013 -0.091624999999999984 -1.0000000180025095e-35 0.092155000000000001 0.080335000000000018 0.11379500000000002 -0.46637499999999993 -0.27619499999999997 0.16421000000000002 -0.11524 -0.080244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 4 7 12 15 8 9 20 22 -12 14 -14 23 24 17 -4 -7 -20 -3 -19 -2 -1 25 -6 27 -15 29 -28
right_child=1 3 16 -5 6 18 -8 -9 -10 -11 11 -13 13 26 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00060063503729168588 0.0021007994910768211 -0.00124530531835939 -0.001323907111322983 0.0019673443087267948 -0.00036866914660598328 -0.0023153229076985156 -0.0021627488374778491 0.0026304579609028171 -0.0017925303067209528 -0.0016527650003893978 -0.0011168223742856393 0.0023737703656744958 0.00023795588412903816 0.002028898722100993 -0.0022113956231567993 -0.0015018415996222651 -0.0018602018294654884 0.002641920614159278 0.0009305558437563029 -0.0014158877692643287 0.0012526407327629607 0.00024203808484273766 -0.00080142863001195046 -0.0016968773944265535 -0.00043098759406120569 0.0016171555851157578 0.0012541920982268801 -0.0022218948667556263 -0.0020016991062967197 -0.0017336778600273916
leaf_weight=6.2774448879063112 15.864819910377269 2.2729875817894927 2.8240131065249434 5.3233770020306102 2.2215693406760755 2.1977507509291163 2.3613932430744162 1.3488578721880902 13.272123238071798 6.0964798908680669 4.3898551762104026 2.7192571014165878 3.0527803581207982 1.3087213281542056 3.2646077051758757 1.9619897417724121 2.5703410245478144 3.1172648295760146 7.4350701421499235 3.6395793296396732 6.8737295437604251 4.4868239350616932 1.1922977715730656 1.7419222258031366 2.5024931021034709 13.549981020390989 1.4803974889218805 1.9694851338863371 54.954592959955342 4.6686096340417782
leaf_count=74 291 21 32 85 22 40 26 17 317 81 37 35 36 18 86 19 32 24 55 37 64 27 13 21 18 149 20 62 2080 71
internal_value=0 0.000388288 -0.00120165 -3.64245e-05 -0.000239751 -0.00138015 0.000529315 -0.000821682 -0.000984979 -0.00028185 0.00140384 0.00021834 -0.00157064 -0.00173849 -0.000567594 0.000843459 6.16585e-05 0.000535363 -0.000250368 0.000159419 0.000631893 0.00122586 0.00189793 0.000101582 0.00109526 0.00133743 -0.0018322 -0.000524899 -0.00190234 -0.00101434
internal_weight=0 81.9512 104.989 57.785 52.4616 91.991 22.5974 29.8642 28.5153 15.2432 24.1662 7.10911 78.7186 67.4346 11.284 20.236 12.9984 10.4281 13.2724 11.0746 9.14672 7.60409 17.0571 8.01937 18.274 15.7716 64.3818 3.27821 61.1036 6.14901
internal_count=3910 1195 2715 819 734 2600 234 500 483 166 376 72 2468 2287 181 208 115 83 132 92 85 51 304 95 189 171 2251 80 2171 91
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 4 12 12 151 4 1 13 4 0 4 157 3 42 43 50 47 16 16 0 52 4 160 4 0 52 474 4 4 13
split_gain=34.7392 10.4297 8.46456 6.6755 6.20035 5.49321 5.27287 4.51272 4.61998 3.85189 3.23554 3.1775 3.1665 2.64603 3.51384 2.55741 2.45424 2.41815 2.37511 2.31484 2.2425 2.21369 2.15555 2.24535 2.24307 1.9339 1.68393 1.67795 2.94027 1.97629
threshold=0.094485000000000013 0.27020000000000005 0.085845000000000019 0.080120000000000011 -0.27336999999999995 0.053925000000000008 0.13026000000000001 -1.0000000180025095e-35 -0.16401499999999997 -0.060094999999999989 0.39574000000000004 -0.078454999999999983 -0.15121499999999996 0.092635000000000009 -0.18906999999999999 0.11901000000000002 0.11939500000000002 -0.10486499999999999 -0.16268499999999997 -0.061994999999999995 -0.080899999999999986 -0.51381999999999983 -1.0000000180025095e-35 -0.0017649999999999999 -0.230625 -0.084699999999999984 0.084655000000000022 -0.0031049999999999997 -0.0021099999999999995 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 11 -3 7 18 17 -9 10 27 26 -13 14 -11 16 -6 -2 -4 -7 -10 -16 -14 25 -25 -24 -1 -5 -29 -30
right_child=1 4 6 9 15 19 -8 8 20 13 -12 12 22 -15 21 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00095660801143649331 -0.00025315625677493756 -0.0019609471944571537 -0.0001598857980064377 -0.001937668201566185 0.0017639601453401123 -0.0016328678097391328 0.0010307741198258068 -0.0016119467910863717 -0.00052383687805611389 0.0026611382200966553 0.0023180964500784172 0.00072880663880584375 -0.0021609767173408241 -0.0021034482797623309 -0.0023122936521678974 -0.00066962120618937495 -0.00052625968766251737 0.001928007680447296 -0.0018675184376444802 0.00047468561299657676 0.0016392110931044283 -0.00010662864257556731 -0.0014832328199576822 0.0005123437604915757 -0.0017733427916464969 0.00066400529909617606 0.0012354124869367595 0.001773805947046224 0.00052268702063417057 -0.0016501146273506123
leaf_weight=1.806229569017886 2.290730617940425 2.1632666178047648 3.9497945830226007 51.18809100985527 26.907665666192777 5.7180885151028633 3.7644831277430049 4.373834427446126 2.815328285098075 1.4583267048001278 0.75612072646617789 4.3643373474478748 5.4618347957730355 3.5579641461372367 2.2163174450397465 2.0090735629200926 1.9158070310950268 12.790675058960913 14.699569260701535 3.0568729825317842 5.244914352893832 8.0795665811747313 2.2631001360714436 2.0222178697586122 8.7070779763161976 5.4983463920652929 5.1843608729541302 1.1395831312984253 1.7568444386124635 17.92687657661736
leaf_count=20 19 20 29 1665 372 44 39 53 25 8 6 26 86 77 24 18 17 176 313 26 36 77 28 13 117 42 44 23 10 457
internal_value=0 0.000359135 -0.000135182 -0.00122962 0.0012386 0.000448249 -0.00107982 0.000877796 5.81954e-06 -0.00151753 -0.00170508 -0.000511379 -0.000802788 -0.000626265 -0.000179126 0.00146308 0.00161174 0.00159671 -0.00150585 -0.000898674 0.000883689 -0.000581426 -0.00108186 -0.000763103 -0.00134255 3.79088e-05 0.000669038 -0.00174732 -0.00127942 -0.00145618
internal_weight=0 91.7001 58.7043 123.387 32.9958 36.2904 22.4138 27.5155 12.4341 88.0797 72.7675 35.3075 28.3169 15.3122 11.7542 30.8325 28.8235 15.0814 18.6494 8.77496 8.06024 10.2959 23.9526 18.4907 10.7293 7.76145 6.99059 72.0114 20.8233 19.6837
internal_count=3910 1187 760 2723 427 379 381 309 114 2347 2161 376 312 186 109 407 389 195 342 70 61 101 286 200 130 70 64 2155 490 467
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 123 3 151 133 50 159 39 9 47 13 1 1348 0 3 12 16 16 39 10 4 376 2 11 48 13 13 16 160 48
split_gain=30.0547 11.6975 7.48072 7.48012 6.23365 5.3125 4.81888 4.73939 4.00166 3.44582 3.17407 3.10152 3.06166 2.43259 2.73561 3.64008 2.70307 6.05978 1.48228 1.2908 2.6796 1.17669 2.59467 1.12793 1.7473 1.10762 1.01606 0.972429 1.29833 2.05164
threshold=0.28937500000000005 1.0000000180025095e-35 0.16699000000000003 -0.27336999999999995 -0.0023199999999999996 0.11901000000000002 -1.0000000180025095e-35 0.16168500000000002 -1.0000000180025095e-35 0.096475000000000019 -0.52445999999999982 0.11287500000000002 0.090260000000000021 -0.13027499999999997 -0.100615 0.080120000000000011 -0.011964999999999998 0.025915000000000004 0.098380000000000009 0.043560000000000008 0.50541500000000006 0.084595000000000017 0.095040000000000013 0.079700000000000007 0.086065000000000016 0.16421000000000002 -0.23438999999999996 -0.19424999999999998 -1.0000000180025095e-35 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -3 9 -6 8 -1 19 -4 -12 13 16 15 25 27 -18 21 -5 -21 -8 -23 24 -17 -15 -16 -10 -29 -30
right_child=3 4 10 5 6 -7 18 -9 12 -11 11 -13 -14 14 26 23 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015114888295075289 -0.0024158011962806345 -0.0022645240019185269 -0.0023248186520948531 0.0020406891494018017 -0.0022633221244010467 -0.0017819172566848215 0.0020684788896967866 0.0016989461146846071 -0.0022859825574492996 -0.00022730292981817791 -0.00069391460478628421 0.0022160549239429277 0.00090024954590921388 0.0010441919821994328 -0.00097636773592055812 -0.0016950811847923372 0.0014557989852310457 -0.0020445194687081858 -0.00069455469824830033 -0.0013452782999090974 0.0021722106957971637 -0.00085303367239320958 0.0023592425962503218 -0.002310032464239093 0.00011962592580291444 -0.00077890500136217229 -0.0020839202517071729 -0.0021336103980219819 0.00010722092956218624 -0.0016556054900230491
leaf_weight=1.5147759467363346 2.9600894078612354 3.8571587353944805 1.5829108245670793 13.98514351248742 1.9841905683279062 2.5349306762218466 5.8388486877083725 1.6303981728851784 7.6688073128461829 4.6304184384644023 2.7634671591222277 3.4491639919579029 1.7111411802470673 2.7135661058127907 3.5538500547409049 13.778378084301954 4.0550746805965883 4.2358436025679111 1.5212942212820042 1.5727456435561173 2.1437464356422424 2.2496545203030109 1.9806463941931722 8.810151204466818 2.6500021032989016 2.8748288489878178 146.44568901881576 6.8186454698443439 4.3466675281524676 7.6025181300938129
leaf_count=16 20 34 10 281 11 18 91 19 70 40 20 60 20 22 20 155 35 43 15 19 48 27 28 115 20 19 2482 62 38 52
internal_value=0 -0.00158448 -0.00170792 0.000659778 3.15066e-05 0.00102589 0.000683911 -0.00177761 -0.00180352 0.0013446 0.000262451 0.000921659 -0.00182663 -0.00184828 -0.00194356 -0.00138826 -0.00135215 -0.000332519 0.00118845 0.00175578 0.000683679 0.00147295 0.000650969 -0.0017192 -0.00140236 0.000106339 -0.00205768 -0.00167191 -0.001421 -0.00101436
internal_weight=0 245.638 228.206 27.8271 17.4318 24.867 13.5746 220.41 218.78 22.3321 7.79554 6.21263 217.265 215.554 180.826 30.8269 34.7276 8.29092 11.5904 17.7016 3.71649 10.0691 4.2303 25.2385 16.4284 5.58839 150 26.4366 18.7678 11.9492
internal_count=3910 3484 3278 426 206 406 172 3188 3169 388 90 80 3153 3133 2833 331 300 78 161 348 67 146 55 290 175 41 2502 222 152 90
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 39 47 48 14 14 484 16 457 43 475 0 455 13 41 147 52 3 51 0 49 49 16 15
split_gain=26.7398 8.27549 5.82468 5.4741 6.99599 4.72913 4.42723 3.76207 3.75521 4.86368 3.33133 3.21857 3.03536 2.94142 3.96291 2.29314 2.22943 2.19955 2.05829 1.99576 1.88897 1.82187 1.69974 1.39151 1.84731 1.19701 1.08206 2.63239 1.19501 2.0311
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.28937500000000005 0.11930500000000001 0.18016500000000005 0.084155000000000021 0.11280000000000003 -0.46879999999999994 0.077685000000000018 -1.0000000180025095e-35 0.054425000000000008 0.081330000000000013 -0.073684999999999987 -0.071179999999999979 -0.035699999999999989 0.092155000000000001 0.10153000000000002 0.078150000000000011 0.10058000000000002 -0.087604999999999988 0.086245000000000016 0.08955500000000001 -0.10131499999999999 -0.081629999999999994 -0.088729999999999989 -0.17157499999999998 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 11 26 7 10 13 18 -10 -7 12 -1 14 17 -6 -17 25 -2 20 -14 -12 -18 -24 -25 -3 27 -5 29 -28
right_child=1 2 -4 4 15 6 -8 -9 9 -11 21 -13 19 -15 -16 16 22 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0025345598849901667 0.0022493141495834911 -0.00065592934732608616 0.0021279974338833823 -0.0019962512265821481 0.00061013994961841254 -0.0015717742049296489 -0.0020143763615322139 0.0029641786357480385 -0.00133029662069015 0.0025599967318596546 0.0018465580311596286 -0.0024283215434174536 0.0018812689291661678 -0.0018456862737574484 0.0015716556569440286 0.00068632163632029641 -0.0025418875815493374 0.0013645235773360621 -0.00087967252250254477 -0.00059543489230768276 -0.00045156486220381865 -0.00075439246398181824 -0.0017969786155369756 0.00014282038384794761 -0.001915879823688712 -0.001942308178773849 -0.0018097133396827608 0.0019372651186454458 -0.0022428435822290462 0.0020436458299954645
leaf_weight=1.9669449962675596 15.4030416533351 8.1996122896671313 5.2453585118055335 3.5678895004093647 5.3741513304412392 2.1186201162636307 2.8805489130318156 1.2846559509634961 4.674056112766265 2.6037999577820301 11.095444474369286 3.0822515971958628 5.978281691670416 13.425490058958529 3.9765567965805522 3.4097715616226258 4.5257407091558042 1.8880276344716556 1.1775839515030373 5.3881858028471461 2.5880551263689995 1.6039474345743645 6.6254181247204498 7.6171545535325986 3.2297083884477615 6.9583629667758951 3.3221338242292395 1.1774484701454628 54.701034512370825 0.9058740697801112
leaf_count=34 290 65 85 77 46 20 28 17 37 35 139 72 43 260 29 33 76 15 13 53 27 16 98 52 32 138 69 12 1984 15
internal_value=0 0.000294751 -0.00016584 -0.00141176 -0.00163651 -0.000391026 0.00057326 -0.000868641 0.00142751 6.15344e-05 0.00107628 -0.000294693 0.000118358 -0.00101158 -0.000478896 -0.000743628 -0.00102997 -0.000957256 0.00202709 0.000492297 0.00117647 0.00151806 -0.001296 -0.000973289 -0.000470168 -0.00124645 -0.00206815 -0.00102024 -0.00215253 -0.00098411
internal_weight=0 82.5351 58.6766 113.46 94.4563 53.4313 17.6986 35.7327 23.8585 7.27786 14.818 19.0037 15.9215 34.448 21.0226 30.7819 25.4078 17.046 16.5806 13.9545 8.56634 12.6994 21.998 17.4723 10.8469 15.158 63.6744 4.74534 58.929 4.22801
internal_count=3910 1187 812 2723 2494 727 203 524 375 72 175 229 157 507 247 337 291 218 303 123 70 155 258 182 84 203 2157 89 2068 84
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 43 3 3 13 15 16 3 50 16 16 11 16 52 1 160 2 13 13 1 0 51 0 47 2 8
split_gain=14.3957 9.91686 4.32651 3.98361 3.54127 3.24936 2.98091 2.71085 2.6998 2.66209 2.65971 2.62876 2.56468 2.23559 3.19459 2.08163 2.01949 2.1875 1.92318 1.90874 1.82826 2.65808 1.53882 1.79864 1.93795 1.42949 1.40928 1.36249 1.32585 1.6222
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.049504999999999987 0.24227500000000002 0.10666500000000002 0.28269500000000009 -0.10981499999999998 0.15100500000000003 -0.097604999999999983 0.11901000000000002 -0.17157499999999998 -0.30307999999999996 0.080455000000000013 -0.0092949999999999994 -0.010284999999999997 0.086245000000000002 -0.030424999999999997 0.084145000000000011 0.16421000000000002 -0.123625 0.077800000000000022 -0.060094999999999989 0.09414500000000002 -0.090939999999999979 0.11939500000000002 -0.13811499999999996 0.087490000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 8 10 11 18 -8 16 15 27 14 -13 20 19 -18 -1 -7 -3 22 -22 24 -24 -21 -19 28 29 -4
right_child=2 3 12 -5 -6 6 9 -9 -10 -11 -12 13 -14 -15 -16 -17 17 26 -20 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.5488917512785276e-05 -0.00313002024032199 -0.0027115614096769494 -0.0008416337970937397 0.0016004135627909319 -0.0034381033656878434 -0.0034215623649791801 -0.0016200728278987211 0.000407695243951427 -0.0015903337723390046 0.0030981829756096357 -0.0028745820610428193 -0.0026251462732825408 -0.0019096093273453785 -0.0028969897066727359 0.0018295628879041227 -0.0028511758949830096 -0.0012893717083414873 0.0041466220472966657 0.0025184281701785328 -0.001043063215210225 -0.0022500578881834766 -0.0033076309980221959 -0.0024518851097070056 0.0038325701407887478 0.0016562807696599206 0.0015587139990667844 0.00064721197982138502 -0.0011830656016743706 0.0029269617835036179 0.0029181772755426955
leaf_weight=3.8869724664837149 1.8082277663052106 3.1034599691629436 2.3378366120159724 2.9942707642912856 3.0922758243978015 2.787828391417869 1.710386876016855 4.0341492481529704 2.8615184128284445 3.7241162918508044 5.4984278660267583 4.1994700338691473 1.583937995135783 41.493896170519292 2.5275667570531359 5.6935711577534667 2.748067881911993 2.0801664665341377 9.5061587654054147 11.940772712230677 1.3957423632964481 1.9238595943897951 1.6409915406256899 2.0395191162824631 3.5828220415860419 2.5038717854768047 2.4642633274197605 1.0785090066492546 13.593810139223931 2.1677342709153891
leaf_count=45 20 68 27 40 45 49 17 25 31 72 111 110 18 2124 26 158 30 15 167 119 21 71 45 14 30 22 29 13 311 37
internal_value=0 -0.0011949 0.00151468 -0.00193752 -0.000183655 1.09529e-05 -0.000520399 -0.0020854 0.00117004 0.00161322 -0.000906602 -0.00223418 0.0019192 -0.00262557 -0.000951367 -0.00126034 -0.000465387 0.000915637 0.00175981 -0.00104981 -0.000598544 2.11017e-05 0.000760674 0.00133922 0.000365755 -0.000592064 0.00224903 0.00223543 0.00243913 0.000967298
internal_weight=0 129.434 22.5701 74.6293 54.8048 51.7126 35.4579 71.635 16.2546 5.4345 30.0234 67.6009 20.7618 48.2209 6.72704 19.38 24.525 7.2925 13.3931 17.2325 13.6864 10.5829 8.65908 7.26333 5.22381 14.4446 4.54443 19.1779 18.0994 4.50557
internal_count=3910 3484 426 2732 752 707 464 2692 243 89 375 2667 406 2260 136 407 264 74 212 190 249 181 110 89 75 141 44 388 375 64
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 47 50 4 13 3 2 3 1 1 49 15 48 12 160 16 147 43 123 52 2 1 4 4 2 160
split_gain=27.169 8.48319 7.91023 4.8351 4.62759 5.38531 5.4584 4.00415 3.76797 3.59208 2.87858 2.86918 2.72902 2.63379 2.50762 2.32283 2.28064 2.34106 3.4732 2.12218 2.11406 2.02025 2.01448 1.79423 2.30899 2.32298 1.71859 2.22827 2.10238 1.65642
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 0.34489500000000001 -0.37613999999999997 0.091930000000000012 0.11551000000000002 -0.17479499999999998 -0.10241499999999999 -0.097604999999999983 0.13215000000000002 -0.15121499999999996 0.14000500000000002 0.085990000000000011 -0.081274999999999986 -0.035939999999999993 0.12862000000000004 0.11540500000000002 -0.079234999999999986 -0.54165499999999989 0.085900000000000018 -0.07526999999999999 0.08363000000000001 -0.10201499999999998 0.092745000000000008 0.083370000000000014 0.0057500000000000008 -0.0010999999999999996 0.086245000000000002 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 -6 23 14 16 -1 19 15 -10 -13 17 18 -9 -7 22 -21 26 -3 25 -25 27 28 -15 -16
right_child=2 8 4 -5 5 12 -8 10 9 -11 -12 13 -14 20 29 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010714044019654776 0.00195279852868887 -0.0025698020161482355 -0.0017422897513135057 -0.0026431080131050391 -0.002042895594672349 0.0010427895200463401 -0.002444145993059968 -0.00029360667343290961 0.00088583228153157239 -0.0020915445936740985 0.0023805732495767846 -0.0023445677758763021 0.0013564275616836916 0.0020388388505011442 -0.0001455630578218824 -0.00063170515547398371 -0.0011592619555523479 -0.00085375430603625414 0.0018543853162080709 -0.00026058990284302602 0.0018528714373105193 -0.0024191895098176399 0.00092875669500097602 -0.0024416590238783152 0.00072275812499859057 0.00054879007174129786 0.00045136347262320325 -0.0025423601436511405 -0.0011043202706664205 -0.0019027450906470788
leaf_weight=5.210231624543666 17.157080329954628 1.7960628978908051 6.300386454910039 1.1553988009691227 2.0167595967650369 1.486987181007861 2.4469635635614386 4.8430390283465519 3.012452967464923 56.079221110790968 6.6927375681698313 6.3219458088278762 2.0514782518148413 1.2790136337280298 3.7322855126112691 9.181591894477604 2.5928350538015357 2.7888232916593543 13.435447007417681 2.9726867750287038 2.241499137133359 6.6081505045294762 4.2104405276477328 3.1605395041406137 5.7575977314263582 2.0093667786568403 3.8069399520754805 3.9204280450940159 4.720292704179883 7.9207673110067836
leaf_count=37 306 26 144 8 20 12 35 48 22 2048 111 117 16 8 51 99 18 23 158 37 21 83 37 56 42 30 29 37 55 176
internal_value=0 -0.00124747 0.000427068 0.00166283 9.82305e-06 0.000240109 0.000687534 0.000924271 -0.00164501 -0.00184096 0.00112142 -0.000436027 -0.000947285 -0.000656139 -0.000882749 -0.00133017 0.000765245 0.0010021 0.00128526 -0.00137429 -0.000138273 -0.00174943 -0.000387095 -0.000555537 -0.000224469 -0.00127937 -0.000790711 -0.00126739 -0.000434219 -0.00133995
internal_weight=0 124.361 72.5488 18.3125 54.2363 47.9359 34.8166 32.3696 83.4683 70.7447 30.3529 40.8924 13.1193 35.6822 14.6655 15.5035 23.6601 21.0673 18.2785 11.0678 20.1786 9.58084 17.9371 12.7236 10.9275 5.16991 13.7267 9.91973 5.99931 11.6531
internal_count=3910 2891 1019 314 705 561 413 378 2451 2297 358 440 148 403 249 216 247 229 206 132 187 120 166 154 128 86 129 100 63 227
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 4 12 3 3 151 4 40 3 14 484 1456 13 4 16 51 51 43 3 13 41 48 0 52 457 2 8 13 4 1
split_gain=25.9098 7.7889 6.02368 5.53495 7.55854 5.03348 4.75519 3.92073 3.86586 3.00399 3.04352 2.68896 2.41643 4.42963 2.3058 2.21328 2.23417 2.06892 3.32558 1.90051 1.97807 1.84697 1.82234 1.75676 1.4732 1.58566 2.00122 1.44521 1.19031 1.00915
threshold=0.094485000000000013 0.27020000000000005 0.085845000000000019 -0.115685 -0.032959999999999996 -0.27336999999999995 0.053925000000000008 -1.0000000180025095e-35 -0.0026499999999999996 0.077685000000000018 -1.0000000180025095e-35 0.091180000000000011 -0.088854999999999976 -0.011209999999999999 -0.15168999999999996 0.092720000000000011 -0.10145999999999998 -0.069494999999999987 0.086245000000000016 0.10153000000000002 0.078150000000000011 0.086065000000000016 -0.061994999999999995 -0.0093349999999999978 -0.068264999999999978 -0.13811499999999996 0.091215000000000004 0.086705000000000018 -0.068329999999999988 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 -5 -3 8 -4 27 10 -1 24 23 -14 -9 16 -6 -18 28 20 -12 29 -8 -10 -7 26 -26 -2 -19 -20
right_child=1 5 7 4 15 11 22 14 12 -11 19 -13 13 -15 -16 -17 17 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027195989113130304 0.00262529543813664 -0.0023948932871433563 0.0023028508085379288 -0.0022229168344005137 -0.0023164476824572831 -0.00034242054116617211 -0.0019766229011106643 -3.1279149052547753e-05 0.0027337673896497094 -0.0026041937841765382 0.0021416063928449761 -0.001822184646560146 -0.0023442235972987785 0.0011629695429211705 -0.0020943078994432539 -0.0027673506808694251 0.0012758153334433101 6.2215112394976125e-05 0.00018982453938097356 -0.0005510667365739235 -0.0004566056424277557 -0.0012493370279692516 0.00044801106810665953 -5.3933576825000816e-05 -0.00050783191683326473 0.002355683506051926 0.0027325297536587674 -8.864219134134073e-05 -0.0023825595286958621 0.0019809205189291659
leaf_weight=1.9129972197115446 8.3490325175225717 1.9616677388548875 1.7272962220013166 59.036167545244098 3.4918868765235009 1.7040537558496094 5.417100939899683 4.3657240793108985 3.095543809235096 2.7439633756875983 5.789130073040722 1.2580437622964371 4.3837666809558842 4.4051788561046168 13.611100137233731 2.8397192042320958 4.6523784212768176 1.5402526594698516 4.6771334782242757 5.2978133931756011 2.5865923948585987 3.4083811230957508 2.9058530405163747 2.4876803196966621 2.9364454485476115 19.068902693688859 1.9253402203321455 1.3975759334862239 5.7556845210492478 3.2550438642501831
leaf_count=34 126 20 22 2157 77 18 44 33 50 72 43 13 60 31 326 38 35 12 31 53 27 26 26 26 27 320 29 16 96 22
internal_value=0 0.000395252 -0.000174524 -0.00145658 -0.00171204 0.00142495 0.000479751 -0.00125175 0.00103528 -0.00022099 0.000198566 0.00170359 0.000220905 -0.000586355 -0.0015933 -0.000693828 -0.000473961 -0.000197702 -0.000565548 0.000606832 0.00133923 0.00027138 -0.00113009 0.00149167 0.00187662 0.00203463 0.0007754 0.00223614 -0.00186644 0.000924818
internal_weight=0 81.0003 52.1459 106.987 88.6566 28.8545 32.4417 19.7041 24.1188 18.3305 15.5865 26.8928 14.3722 8.78895 17.9768 29.6205 26.7808 23.2889 18.6365 13.6735 8.37572 11.3406 8.32295 5.58322 25.6347 23.9307 4.86179 9.74661 7.29594 7.93218
internal_count=3910 1187 760 2723 2494 427 379 381 309 229 157 407 167 91 359 337 299 222 187 123 70 79 70 76 394 376 56 142 108 53
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=1 39 3 3 3 51 4 47 50 46 14 43 43 52 42 51 15 151 4 2 132 15 16 49 11 1 0 0 15 131
split_gain=13.7602 4.69998 5.20887 3.94871 5.61685 3.75654 3.48455 4.5079 2.91828 2.5659 2.38601 2.05842 1.96499 2.36363 1.89911 1.86074 1.76292 2.26183 1.97024 1.95861 1.7527 1.67201 3.29479 1.57936 1.52565 1.58402 1.74323 1.34574 1.3228 1.99482
threshold=0.094485000000000013 0.085220000000000004 0.31335500000000011 -0.115685 -0.032959999999999996 -0.40274499999999996 -0.034289999999999994 0.092645000000000019 0.10976000000000001 0.092020000000000005 0.077685000000000018 -0.074254999999999988 -0.079109999999999986 -0.072349999999999984 -1.0000000180025095e-35 0.092720000000000011 -0.008624999999999999 -0.0074049999999999993 -0.0048949999999999992 -0.013084999999999998 0.079995000000000011 0.079360000000000014 0.15100500000000003 0.14121000000000003 0.080455000000000013 0.083065000000000014 -0.060094999999999989 -0.10783 -0.10469999999999999 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 -5 -3 23 8 12 14 24 28 20 -14 -7 16 17 18 -6 -18 27 22 -21 -2 25 26 -1 -8 -9 -30
right_child=1 5 -4 4 15 9 7 11 -10 -11 -12 -13 13 -15 -16 -17 19 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.002225031650548717 -0.0024717501991647246 -0.0037242130927344218 0.0030244038734986308 -0.0026436933294238445 -0.0026283542270384044 -0.00012871384325332789 0.0002974274988548723 0.0029173049275570376 -0.0029702818850687552 -0.0026655361411764326 -0.0033022513515316636 -0.0025712881743034741 -0.00077839458980603882 0.0024054611842695933 0.0030801327548433091 -0.0034792294270827358 -0.0034584346464659587 -0.0028420756428480828 0.0012874143740329328 0.0030103172289986189 0.002164278924944028 -0.0016930747419361596 -0.00093224946316670227 0.0017171973903679627 -0.0023728592558312184 0.0031355267187869098 0.00091279713984301978 -0.0034240241268348182 -0.0034997080137879593 0.0022680555086436933
leaf_weight=2.3238479532301399 9.5976699013262952 1.1387201249599481 4.6161109898239365 42.775105296634138 1.9236324802041052 2.1809739489108333 1.8953741267323492 1.2669296562671664 1.8532422836869944 0.99765026569366533 2.1291588665917507 7.5739212296903116 2.8953295033425084 11.797371014952661 11.724963342770929 2.3151805102825156 1.2278296798467643 5.5738323554396647 3.835690056905154 5.0873661786317772 1.8017334397882221 2.2280261572450408 3.6152016315609217 0.98994571901857931 1.8541381191462267 2.1847427468746892 7.3436835519969472 1.981866942718628 1.4117289911955597 1.0370359253138302
leaf_count=53 261 10 120 2157 21 22 18 11 33 9 72 108 39 156 282 38 19 108 35 36 34 32 48 13 31 25 48 26 25 20
internal_value=0 0.000321201 -0.000166928 -0.00161365 -0.00194181 0.00180358 -0.00050096 -2.09793e-06 0.000823265 0.00222594 -0.000192456 -0.00162692 0.00116837 0.00177805 0.00257686 -0.000778417 -0.000512243 -0.00140818 -2.04651e-05 0.000322882 -0.000409012 0.000747636 0.0013725 -0.00208008 0.000290621 0.000707289 0.000158537 -0.00160481 0.000298043 -0.0010571
internal_weight=0 64.7606 48.7183 84.4174 68.5819 16.0423 44.1021 33.5145 22.2249 14.9036 15.8356 11.2896 20.3717 14.6927 13.9059 25.8068 23.4916 11.3332 5.75932 12.1584 5.67897 10.9306 8.70257 10.5876 13.7064 11.8523 9.66753 3.87724 3.71569 2.44876
internal_count=3910 1187 864 2723 2494 323 744 470 306 313 229 164 273 195 304 337 299 164 56 135 78 116 84 274 157 126 101 44 56 45
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=4 12 151 49 3 14 43 3 0 13 1 160 49 16 4 2 1 48 15 3 14 1 49 49 3 52 52 16 16 52
split_gain=12.1748 8.42482 3.65991 3.61139 3.39754 3.06792 3.16337 2.53488 3.3204 2.34479 2.03632 2.82497 2.49635 1.97457 1.97529 2.0403 1.80481 2.47442 2.31128 1.78979 1.76416 1.66047 1.62962 1.60054 1.47842 1.85562 2.2425 1.46761 2.85124 1.46476
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -0.062504999999999991 0.10666500000000002 0.088250000000000009 -0.049504999999999987 0.30601500000000009 -0.14293499999999998 0.28269500000000009 0.12730000000000002 0.08234000000000001 -0.084114999999999981 0.15737500000000001 -0.0010999999999999996 0.089910000000000004 0.11774500000000002 -0.064549999999999982 -0.14487999999999998 0.045635000000000002 -0.46879999999999994 0.089825000000000002 -0.073619999999999977 -0.047309999999999998 -0.100615 -0.12272499999999999 -0.090304999999999983 -0.17157499999999998 -0.30307999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 24 6 9 13 -9 21 11 -3 -13 14 19 -16 17 -4 20 -8 -19 -1 -17 -24 25 -5 -27 28 -26 -25
right_child=2 3 16 4 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 22 -18 18 -20 -21 -22 -23 23 29 27 26 -28 -29 -30 -31
leaf_value=0.00017223051446701743 -0.0027479986424840609 -0.0017819340708585616 0.0030378466864037328 -0.0029737432368703068 0.00081284302717297399 -0.0034745335581517706 0.0019669421967904413 -0.0028879848098957899 0.0030140336974363341 -0.0012961042309428059 0.003171563087133812 -0.00095140520415107517 0.003714174270282171 -0.0024449173545996144 -0.0024622596403086707 -0.0027870453282142589 0.002384337923326632 -0.0017361519875412896 -0.0026769174280053703 -0.00042100779045638241 0.001640353489780049 0.0022864968413659052 0.0028175368210352808 -0.0028434236581796647 -0.0030329294717952033 0.0022415463807582293 -0.0013014580819885981 -0.0025845806708500872 0.0018009351795833922 0.00058154493193385282
leaf_weight=4.5446369573473921 1.7101377919316316 6.248618256300686 2.8084573205560437 3.8379392409697166 3.2797961439937344 2.1130701694637528 3.8331297747790831 0.99612970650196064 3.0779225938022128 2.8136836010962716 1.2482628058642138 1.8462784718722107 1.7767492737621067 4.7878776472061864 5.7198765538632887 1.6052217632532118 10.134755581617354 1.626962937414645 1.9642432071268583 7.0096047539263964 4.9044077303260565 8.2684801332652551 1.5942741669714449 1.4045627955347293 2.0511124599725012 1.7230675872415293 7.7728265281766644 35.740571098402143 1.8166554570198048 3.3070054333657031
leaf_count=53 20 139 53 137 22 27 34 8 70 31 22 31 12 108 85 17 269 22 42 75 66 160 10 13 57 17 182 2063 20 45
internal_value=0 -0.00102022 0.00120779 -0.00167292 -0.0019623 -0.000159643 -1.65827e-05 -0.000505576 0.00157096 0.00102655 -0.000209811 -0.000637384 0.00133662 -0.000794689 -0.000471849 -0.0011838 0.00152334 0.000751398 -4.45047e-06 0.000423182 0.000799267 0.0015366 -0.000259446 0.000383982 -0.00213422 -0.00132495 -0.000658566 -0.00240665 -0.000762507 -0.00043947
internal_weight=0 118.417 23.149 67.3419 56.222 51.0755 48.9624 33.3356 4.07405 15.6268 11.1199 9.87165 3.62303 29.2616 24.4737 13.6309 21.4388 11.3041 8.49561 10.8427 6.53137 12.8131 7.91106 6.30584 52.9422 13.3338 9.49589 39.6083 3.86777 4.71157
internal_count=3910 3438 472 2702 2498 736 709 465 78 244 204 182 43 387 279 170 452 183 130 109 88 213 85 68 2476 336 199 2140 77 58
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 159 39 50 47 9 457 1 2 52 52 1 2 123 3 11 13 47 2 47 147 14 0 16 3 12
split_gain=22.7021 8.99363 6.4103 6.05131 5.06907 4.37926 4.21464 3.88189 3.30324 3.29 2.9107 2.72432 2.51462 2.17349 2.35424 3.15593 1.89997 1.67348 1.73213 2.93492 3.06503 2.88136 1.9206 1.59038 2.23162 2.11164 1.47075 1.45763 1.37988 1.46494
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.16168500000000002 0.11901000000000002 0.13252500000000003 -1.0000000180025095e-35 0.082335000000000005 0.13213500000000003 0.12663500000000003 -0.090304999999999983 -0.081429999999999989 0.088385000000000005 0.11542500000000001 -0.041524999999999992 -0.10628499999999998 1.0000000180025095e-35 0.019675000000000002 0.099385000000000015 0.11085000000000002 0.096475000000000019 0.10271500000000001 -0.46879999999999994 -0.11524 -0.0090499999999999973 -0.0026499999999999996 -0.095029999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 9 8 16 -1 17 12 -5 -12 -15 -16 23 -11 19 20 -19 22 -22 24 25 -4 27 -20 29 -7
right_child=2 4 7 11 5 28 -8 -9 -10 10 13 -13 -14 14 15 -17 -18 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015259023074356678 -0.0025193972368906499 -0.0023794114288185346 -0.00088326224572480335 0.00058048640592880528 -0.0024477272221362003 -0.00021201287900754934 0.0019070930162654177 -0.0017665498432713118 -0.0026412808417587939 0.00062449252304353181 -0.0025631157485878522 0.0024233890069330546 -0.0025868881751124539 0.0010011375530483873 -0.0021597775854677033 0.0001179469588100446 0.0023430554564270413 0.0005904168105781174 -0.0018307823653788801 -0.0022780648179813066 -0.0025072199097004311 0.0013464018887814507 -1.7544987948680746e-05 -0.00079247496679858177 -0.0016538434049186994 0.0023542599248011454 -0.0022009475418538469 -0.0002847449047907822 -0.00032682581665716229 0.0021207780753708235
leaf_weight=1.3919173888862122 2.8062335997819927 3.4523285143077365 1.1846131961792696 3.2603338547050944 1.8805446550250042 1.654587034136054 1.4628719799220551 2.1777898743748656 0.96528933197259803 1.1971522606909264 3.8021548464894321 2.0024118404835463 1.9652081057429311 3.1733912415802488 6.6486295908689463 5.3865571729838848 8.2765530701726657 4.9073602221906212 17.070403005927805 13.05124035105109 7.2316433265805227 1.4743094630539406 1.9176321513950823 2.1114579550921908 1.0446427613496778 5.8633426614105799 115.61870038881898 3.6148407235741606 2.2104424480348817 6.4510021451860675
leaf_count=16 20 34 21 43 11 14 19 18 8 13 46 34 13 29 83 38 202 33 153 198 95 13 14 14 11 132 2405 33 26 121
internal_value=0 -0.00162668 0.000625552 -0.00175603 -1.33971e-05 0.00065632 -0.0018324 0.00103369 0.0013473 -0.00186173 -0.00188721 0.000229862 -0.000610692 -0.00106743 -0.000693505 -0.00114034 0.00155563 -0.00198105 -0.00199996 -0.00150493 -0.000855232 -0.00152302 -0.0019854 0.000916945 0.00136295 0.0018101 -0.00210377 -0.00156061 0.00122217 0.00164459
internal_weight=0 210.826 24.4299 195.177 15.6489 12.1966 187.949 21.6237 19.4459 186.486 185.094 7.22795 5.22554 19.0107 15.2086 12.0352 18.4806 166.083 164.886 28.5822 15.5309 10.6236 9.14928 10.2041 8.0926 7.04796 136.304 20.6852 10.316 8.10559
internal_count=3910 3484 426 3278 206 172 3188 406 388 3169 3153 90 56 196 150 121 380 2957 2944 353 155 122 109 178 164 153 2591 186 161 135
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=1 12 12 40 0 13 156 484 4 2 13 43 48 133 1374 1213 453 147 52 2 11 0 150 13 15 160 160 3 41 52
split_gain=11.1226 4.30599 4.23004 3.11566 2.90169 2.84968 2.73485 2.52272 2.66852 2.55152 2.27801 2.16063 2.03603 1.9191 2.12527 1.92052 2.02908 1.78425 1.75472 1.74641 1.73751 2.2915 1.81349 1.73531 1.73333 1.73874 1.64778 1.43186 1.56832 1.81537
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 0.34489500000000001 -0.070894999999999986 -0.10241499999999999 0.11896500000000002 -1.0000000180025095e-35 0.50541500000000006 0.14808000000000002 0.11596500000000001 -0.078454999999999983 0.091555000000000011 -0.26719999999999994 0.090240000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.088035000000000016 0.17829500000000004 0.099990000000000009 0.088315000000000018 -0.10462499999999998 0.11456000000000001 -0.10241499999999999 0.041585000000000004 -0.078874999999999987 -0.080909999999999996 -0.15002999999999997 0.077550000000000022 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 5 19 7 -4 9 13 11 12 26 -9 15 -15 20 18 27 -3 21 -17 24 -13 25 -23 -6 -1 29 -29
right_child=2 4 6 -5 10 -7 -8 8 -10 -11 -12 23 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013499462159481412 0.0027290988191401209 -0.0015131180735267788 -0.0022791663923207102 -0.0039223104079764938 0.0031469412434692624 -0.0030813382690142799 -0.0037864826092292724 -0.0039197939232694327 0.0032426925338729265 0.0037117116676265043 0.0022338514920250104 -0.00056679034343057831 0.0045227053683936178 -0.0037544670081024502 -0.004051906501870148 0.0022955118562593391 -0.0027947034883230339 0.0030051075270192146 -0.0037810729528581131 0.0028872914980081813 -0.0018919548901229176 -0.0018362986121853594 -0.0037882375539771388 -0.0036490769472214231 -0.0025687323879909083 0.0023367420644120731 -0.002341287977691244 -0.00088137583050035848 -0.0036907421575012051 0.0028286720488737427
leaf_weight=3.9383250400424101 10.679073164239522 4.7750323824584475 4.60067119821906 0.88933748751878816 0.87337785679846991 32.832926145754755 2.2447720505297175 1.5167284477502168 3.4904504455626002 2.1067019272595635 2.2575788069516411 3.5093928128480893 1.0964685464277861 1.3162216134369504 1.4078581258654583 9.7610225919634228 2.0143534597009412 1.5208216905593861 2.1190420407801858 1.3482494205236433 2.4952231068164101 1.5277198422700369 1.3131431564688671 5.4144425708800554 1.6626650579273698 4.8881875630467801 2.3636361286044116 20.421628057956703 2.098531834781169 1.6626541819423426
leaf_count=30 306 110 88 8 10 1952 74 19 85 49 29 23 15 21 16 129 29 21 41 11 35 30 16 235 27 87 66 288 46 14
internal_value=0 -0.00160264 0.000397671 0.00221776 -0.00218523 -0.00268254 -0.000124207 9.15611e-05 0.000417139 8.84978e-05 -0.000936532 -0.00147641 0.000501564 -0.000185057 2.96212e-05 0.000259667 0.000482954 -0.000603465 -0.000784945 -0.000544218 0.000787942 0.00113708 -6.69054e-05 -0.00243694 0.000537984 0.00134308 -0.00086051 -0.000559175 -0.000870088 -0.000602058
internal_weight=0 86.2321 51.9141 11.5684 54.4711 38.9562 40.3457 38.1009 33.5003 30.0098 15.5149 13.2573 4.33348 27.9031 26.3864 24.9785 23.6623 31.761 30.2402 6.12328 21.648 19.1527 9.39172 8.92384 8.07857 6.41591 3.23701 28.1211 24.1828 22.0843
internal_count=3910 2891 1019 314 2451 2073 705 631 543 458 378 349 91 409 390 374 353 440 419 121 324 289 160 258 144 117 76 378 348 302
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 4 12 3 3 151 3 1 13 14 484 13 52 12 376 16 13 41 3 52 51 14 47 15 4 52 10 1 16 43
split_gain=20.1485 6.09196 4.99615 4.93401 6.76248 4.45842 3.84492 3.487 2.96825 2.71449 2.84831 2.30991 2.04939 2.04561 2.02849 1.92766 1.90804 1.88045 1.86174 2.31893 2.22788 1.85505 2.68612 1.7819 1.92646 2.17076 1.35422 1.11384 0.904137 0.901465
threshold=0.094485000000000013 0.27020000000000005 0.085845000000000019 -0.115685 -0.032959999999999996 -0.27336999999999995 -0.0095549999999999993 0.13026000000000001 -0.089899999999999994 0.077685000000000018 -1.0000000180025095e-35 0.076210000000000014 -0.0093349999999999978 -0.041094999999999993 0.048695000000000009 -0.16268499999999997 0.10153000000000002 0.078150000000000011 0.086245000000000016 -0.094124999999999986 0.08955500000000001 -0.46879999999999994 0.096475000000000019 0.14395500000000003 0.074650000000000008 -0.080899999999999986 0.043560000000000008 0.10678000000000001 0.0015250000000000001 -0.077664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 -5 -3 11 15 12 10 -1 -2 -8 -7 18 -4 17 -12 29 -20 -21 -15 26 24 25 27 -23 -10 -18 -6
right_child=1 5 7 4 14 13 8 -9 23 -11 16 -13 -14 21 -16 -17 28 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031303035821200974 0.0028242930913235293 -0.0027233142932305558 -0.00021193605764632556 -0.0025039658921716459 -6.041863581166365e-05 0.0030084872950773014 0.0030737039348998369 0.0013208091299191887 -0.0035987432931317109 -0.0029853411633181713 0.0024666934418980861 -0.00090471500176612148 -0.00013629995235228269 -0.0012172257908995422 0.00094155779126423955 -0.0025851153057512262 -0.0016600138148158779 -0.00052508451922029956 -0.0031583160711915028 0.0006830071263880822 -0.002166210979742116 0.0027848347104889181 -0.00066355363964335575 -0.0032595957721436968 -0.002107314330206265 0.0013509764769862533 2.7682051405919689e-05 -9.9862399851494444e-05 0.00076461508554486021 -0.0025377784921896004
leaf_weight=1.8006872143596435 6.8394919130951184 1.8797821626067186 3.6777436695992956 52.693643232807517 1.411343360319737 7.8494323026388928 3.1520038191229105 3.0961435735225669 1.3264499958604585 2.4873619992285958 5.5379710961133224 1.6685554087162016 3.2742226012051132 2.1549111232161566 4.6422605775296679 11.120565569028258 3.0400659684091806 2.4455213248729706 2.2172271534800521 9.2615809179842454 2.912957275286316 8.6084960941225201 3.1767308041453353 2.1634701360017052 3.941023673862218 5.519577415660021 1.7270325087010849 1.6467069759964941 2.099481575191021 7.4293530993163603
leaf_count=34 113 20 29 2157 18 195 60 39 23 72 43 19 34 23 38 313 36 27 41 72 32 146 25 29 32 49 18 20 17 136
internal_value=0 0.000364707 -0.000236726 -0.00160876 -0.0019052 0.00148784 0.000481216 -0.00142156 -0.000171054 -0.000237045 0.000221018 0.00209298 0.00143818 0.00182446 -0.000773297 -0.00199532 0.000680872 0.00155025 -0.00111596 -0.00048549 1.28512e-06 0.00123124 0.00162172 -0.000879495 -0.000465358 0.000296586 0.00232412 -0.00166086 -0.000669564 -0.00214229
internal_weight=0 72.8223 47.426 97.9795 80.5684 25.3964 29.5315 17.8945 21.0235 17.4111 14.9237 8.50805 6.42623 23.5166 27.8747 14.7983 13.123 7.98349 23.2325 14.3918 12.1745 15.6672 13.5123 14.5972 12.4338 8.49273 10.3355 2.97316 5.13955 8.8407
internal_count=3910 1187 760 2723 2494 427 379 381 247 229 157 132 94 407 337 342 123 70 299 145 104 212 189 153 124 92 164 43 53 154
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=4 12 49 151 3 14 132 376 151 42 12 160 1 13 12 1456 133 43 43 131 4 4 43 0 52 1 47 43 2 16
split_gain=10.4496 7.20295 3.3518 3.17268 3.02685 2.76107 2.9728 2.97972 2.3708 2.11004 1.97943 2.26549 2.43035 1.87266 3.22128 1.68163 1.4825 2.81081 3.11101 2.05815 2.8781 2.26103 2.44458 2.00786 1.50895 1.42608 2.14398 1.92677 1.32808 1.26385
threshold=0.27020000000000005 0.080120000000000011 -0.062504999999999991 -0.27336999999999995 0.10666500000000002 0.088250000000000009 0.080815000000000012 0.048375000000000008 -0.051109999999999996 -0.089024999999999979 0.084885000000000002 0.08234000000000001 0.12730000000000002 -0.10939499999999998 -0.051479999999999991 1.0000000180025095e-35 0.084285000000000013 -0.074254999999999988 -0.075819999999999985 0.064640000000000017 -0.0025899999999999994 -0.076854999999999993 -0.13719999999999996 -0.13027499999999997 0.09086000000000001 0.11774500000000002 0.10976000000000001 0.00093000000000000016 0.106285 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 -2 16 6 7 8 28 -9 -3 12 -12 14 -10 25 17 18 19 20 21 22 24 -19 -4 26 27 -5 -1 -15
right_child=3 2 4 15 -6 -7 -8 9 13 -11 11 -13 -14 29 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.1443485332027049e-05 -0.0030467680052007362 -0.0033331076596379511 -0.0035193524510591656 0.0021638539454512272 0.00077301020411272333 -0.0039415762156551513 0.0025530046919260102 -0.0014541975454911899 -0.0021170124473674887 0.0023366904569977823 -0.0016644553296957139 0.002751644177061527 0.0035848009657804877 -0.0034850323494553972 0.0033167119239637679 -0.0024244390495114961 -0.0032320615824657918 7.7280810435198001e-05 0.0046784120860812245 -0.0028699662408987908 0.0045720999704776432 -0.0033426133062956576 0.0043463511016470164 -0.0030842051382637659 0.0018522810496865154 0.0027731930237315109 -0.0030416727752818657 -0.002073875148075176 0.0031835435339653863 -0.0012336098664977777
leaf_weight=5.1340269297361365 1.6156109422445322 1.7688773646950711 1.3265279252082116 7.6439612740650826 3.3086512666195622 1.9829743597656477 4.040767651051282 1.9957411661744116 2.1323430892080069 6.2153599541634303 5.0244365502148849 2.8335822690278292 1.1074999477714298 2.9317207895219317 2.3702940326184061 1.0019954964518536 15.148736813105641 2.3170017171651081 0.96752935182302735 5.021149855107069 1.1042677899822582 2.5622933274134998 1.1936425287276491 19.144313727505516 0.90520925819873799 8.9284979179501516 1.1839395463466633 1.2902053259313104 1.945458138361573 20.525576904416088
leaf_count=63 20 52 50 134 22 27 63 19 25 116 101 30 21 33 44 14 926 43 17 218 26 115 28 1044 9 265 14 25 35 311
internal_value=0 -0.00115456 -0.0018666 0.00127733 -0.00219765 -0.000233567 -7.80862e-05 -0.000323901 -0.000731464 0.0014153 -0.000232117 0.000379702 -0.000716378 -0.0011513 0.000743428 0.00162578 -0.00239545 -0.00202854 -0.000856518 -0.00129862 -0.000186093 -0.00106362 0.000641147 -0.00274289 -0.00134058 0.00183886 0.00101437 0.00155187 0.000926655 -0.001515
internal_weight=0 113.008 63.7337 21.6642 52.9993 49.2743 47.2913 43.2505 35.0394 8.2111 10.7344 8.96552 6.13194 27.9599 4.50264 20.0486 49.6907 34.5419 13.0806 12.1131 7.09194 5.98767 3.42538 21.4613 2.23174 19.0466 10.1181 8.93417 7.07949 23.4573
internal_count=3910 3438 2702 472 2498 736 709 646 511 135 204 152 122 413 69 452 2476 1550 463 446 228 202 87 1087 59 438 173 159 98 344
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 47 50 38 13 3 16 49 3 1 15 123 457 151 2 456 16 42 52 16 15 159 42 1429 43
split_gain=30.2232 9.07108 9.02874 5.58273 4.44397 4.86523 5.57469 4.61489 3.97549 3.69584 3.51934 3.50834 3.09993 2.71478 3.13574 2.51502 2.16737 2.09042 2.04937 1.9829 1.929 1.927 2.02509 1.61667 1.92706 2.09214 1.46864 1.44029 1.30631 1.27016
threshold=0.099595000000000017 -0.062539999999999984 0.080120000000000011 0.16699000000000003 0.15608500000000003 0.062650000000000025 0.091930000000000012 0.11551000000000002 0.10657000000000001 -0.10241499999999999 -0.097604999999999983 0.67964000000000013 -0.081274999999999986 -0.15121499999999996 0.085990000000000011 -0.035939999999999993 0.08363000000000001 0.09112000000000002 -0.0074049999999999993 0.13479000000000005 0.088865000000000013 -0.50763499999999995 0.08221500000000001 0.13709500000000002 -0.53257999999999994 0.024640000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079110000000000014 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 5 6 7 17 20 21 12 -7 -11 -1 15 -15 18 19 -16 23 -2 -4 -23 24 -3 29 -17 -14 -20 -26
right_child=1 3 9 -5 -6 11 -8 -9 -10 10 -12 -13 27 14 16 26 -18 -19 28 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00081633554023264904 0.002020236611832032 -0.0010124187820143887 0.0011710605935452726 0.0015976508706074966 0.0021237557198434012 -0.0017765955395607459 -0.0012899896412043607 -0.0021357481715618713 -0.00046468568416504916 0.00081411987266590967 -0.0018566226732764438 0.0015251157728356614 -0.0020089715385143985 -0.0020769948271721307 0.00051862635404129477 -0.0021441859421405447 0.0009905608466750284 0.0019309123331483337 -0.0012916091759818131 0.0021204141114678846 -0.00040455069616519287 -0.00034751198080308903 -0.0020535644516511335 -0.0011469159062592652 5.6166235882003577e-05 -0.00064570489993528177 -0.0002362429441350122 -0.00071697304019186598 0.00040731075498184421 0.0017603801597027885
leaf_weight=5.4589816816151133 15.197231244295841 2.5894758850336101 1.9495289064943779 6.5583676323294631 2.6569038145244113 11.188682502135633 9.3982523102313262 2.3020203709602347 3.2976220585405818 3.2282289154827621 63.744806248694658 1.3080973848700512 5.5502560641616592 7.2809992469847229 5.125693380832673 1.805289104580879 4.8696208596229544 4.1050546392798415 8.3281795382499677 2.2064218260347834 1.2957409657537926 8.1789058446884138 3.6672443579882374 2.7259430475533 2.1757851541042372 2.6650996580719939 7.8628121241927129 7.2304493151605103 2.0530410073697576 5.9266201183199927
leaf_count=37 285 22 20 96 32 203 97 31 29 22 2048 14 141 117 35 24 42 43 89 30 13 58 76 22 22 19 75 86 21 61
internal_value=0 0.00033777 -0.0011661 -5.57449e-05 -0.000275926 -0.00041277 -3.95597e-05 0.000436293 0.00144743 -0.0014981 -0.0016558 -0.00143099 -0.000856158 -0.000440186 -0.000623956 -0.00123021 -0.000119675 0.000700685 -0.000468321 0.000424559 0.00182974 -0.000586428 -0.000875659 0.000191904 0.000465136 0.000820473 -0.000592506 -0.00127805 -0.000955622 0.00130274
internal_weight=0 75.5973 136.334 55.8067 49.2484 46.5915 34.0947 24.6964 19.7906 93.5494 79.7537 12.4968 16.0089 42.7846 37.3256 16.9491 20.3765 22.3944 15.5069 18.2893 16.493 13.7957 11.8462 16.0829 13.357 10.7675 9.6681 12.7807 10.3812 8.10241
internal_count=3910 1019 2891 692 596 564 347 250 327 2451 2297 217 249 440 403 216 187 219 145 176 298 154 134 146 124 102 99 227 110 83
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 4 484 42 42 43 160 52 1446 1374 133 52 0 128 12 158 9 49 151 483 132 4 0 49 42 124 2 2 50 0
split_gain=9.60294 3.8276 3.27075 4.01278 5.0771 5.58324 3.88457 3.248 3.00219 2.94989 2.91594 2.70832 2.82638 2.56792 2.59767 2.38171 2.35529 3.09002 2.29766 2.2699 2.2493 2.06144 1.90497 1.7672 1.76272 1.66005 1.53203 2.43409 2.39425 1.62377
threshold=0.094385000000000011 0.51224500000000017 -0.0043499999999999988 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 -0.092169999999999988 -0.42985499999999993 0.089600000000000013 -0.094679999999999986 1.0000000180025095e-35 -0.10201499999999998 0.076335000000000014 0.086435000000000012 -0.071274999999999991 0.11034000000000001 0.082325000000000023 -0.085974999999999982 -0.40391999999999995 0.10680500000000001 0.093105000000000007 -0.10647999999999999 -0.18901999999999997 -0.018544999999999996 0.084100000000000022 -0.082024999999999987 0.114165 0.11230000000000001 0.10119500000000002 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 21 6 10 -5 -2 13 -8 -6 12 -11 14 22 18 17 -13 -16 26 25 -4 -9 -19 -25 -7 27 28 29 -20
right_child=1 -3 3 4 5 20 9 8 -10 11 -12 16 -14 -15 15 -17 -18 23 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.003199795337945966 -0.0032423684268287727 0.0030297540308589659 5.158858688219232e-05 -0.0034735459276303855 0.0046302189107575598 0.0018870937112578166 -0.003877162327158879 -0.0018920337188731561 -0.0036090843515707107 -0.003393310650338812 -0.0019827232672998646 -0.0020180714435009102 0.0027297342875238942 -0.0023262057582669944 -0.0033585277707320169 -0.0034906888816648978 -0.0024608317672809416 0.0040904129634430327 0.003445897706121743 -0.0033490067379305685 0.0045753141658927679 -0.003017240196525561 0.0025196697180888514 0.0018100629004830832 -0.0018632595532949829 -0.0032282648406785539 0.0017790794065747548 -0.0031854668945201685 -0.002871188626520655 0.00056621456447878489
leaf_weight=9.6101197181269509 2.9059817707166067 4.5472743492573491 2.5832844823598888 2.8093053894117501 1.7056195251643651 0.6633102297782888 1.4955468019470632 1.1054995544254769 1.98845631815493 2.8077804716304011 1.0938707171007989 2.2750380747020342 1.0298580080270765 3.3182648392394176 1.5953074973076571 1.7042361954227079 1.6755821974948037 3.0381613485515251 2.2617323063313988 1.4376412453129876 0.40191360376775342 14.290281801484523 8.4999116305261833 12.749100237153447 1.4546924391761411 14.393559699878097 9.3434971887618286 1.8884873427450646 1.8118855301290739 14.531366374343646
leaf_count=484 144 167 38 78 17 7 35 13 36 87 28 29 9 67 22 35 44 26 28 39 18 811 214 138 52 814 177 19 60 174
internal_value=0 0.000247449 -0.00147921 -0.00122272 -0.000753072 -0.00206192 6.15598e-05 5.96446e-06 0.000196716 0.000435958 0.00204628 0.000693665 -0.00175015 0.000356043 0.000557503 0.000153435 0.0011362 0.00144502 0.000342376 0.000531157 -0.00280589 -0.00254741 0.00201192 0.00190196 0.00143386 -0.00300291 0.000718116 0.000234396 0.000581527 0.000954057
internal_weight=0 56.9395 74.077 64.4669 47.5933 18.2583 29.3351 52.3923 49.4863 26.5258 2.79949 25.0302 3.83764 47.4978 44.1796 34.5742 21.1926 19.517 32.8699 31.2746 15.4588 16.8736 9.60541 17.242 14.2038 15.0569 29.837 20.4935 18.605 16.7931
internal_count=3910 1195 2715 2231 1382 884 498 1028 884 420 45 385 96 848 781 554 289 245 519 497 839 849 227 216 190 821 458 281 262 202
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 12 16 3 3 151 157 128 14 484 16 457 2 13 52 2 41 51 51 474 43 4 4 47 151 0 3 43 52 48
split_gain=21.0382 6.16245 5.00037 4.78683 6.46073 3.91052 3.46191 2.84517 2.67811 2.9006 2.58482 2.3617 2.47004 2.02408 2.01522 1.99209 1.9758 1.96242 2.16688 2.0713 2.07947 1.89877 3.08273 2.05886 1.85879 1.85164 1.82397 1.54697 1.52205 1.48018
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.069144999999999984 -0.115685 -0.032959999999999996 -0.27336999999999995 -0.057789999999999987 0.092725000000000016 0.077685000000000018 -1.0000000180025095e-35 0.67964000000000013 -0.070739999999999983 0.090695000000000012 0.10153000000000002 -0.24084499999999998 -0.14847999999999997 0.078150000000000011 0.092720000000000011 -0.10145999999999998 0.084655000000000022 -0.069494999999999987 0.41171000000000008 -0.00027999999999999998 0.11323000000000001 -0.087654999999999983 -0.10575999999999998 0.086245000000000016 -0.049504999999999987 -0.060039999999999989 0.12675000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 8 -5 -3 14 21 9 -1 24 -7 15 16 -4 -13 -11 18 -6 20 -20 22 -2 27 -8 -17 -22 -24 -16 -14
right_child=1 2 6 4 17 11 10 -9 -10 13 -12 12 29 -15 28 25 -18 -19 19 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024031997634078222 0.0017855261619024057 -0.002401433607461399 -0.0016234725081992472 -0.001904291874080796 -0.0020618979521009801 -0.0012304416644916293 0.00057121797856885578 -0.0018625195836186235 -0.0022761833266500358 0.0018767158410274781 0.0016996835239099486 0.0015553405582814453 0.0018581486256721805 -0.00056508175307430576 0.0022093565776732348 0.00060276050528400738 -0.00044064541282622484 -0.002412769787213589 0.00096560889241406578 0.0013621572263927963 -0.0016939834693740054 0.0022898581821401802 0.00026557373905920897 0.0016470324581414867 -0.0018892191766051818 -0.0017310478407758186 -0.00019520614689698133 -0.0023941533125248259 -0.00055605026093336974 -0.00011111145858112654
leaf_weight=1.8737012520432497 8.4161867294460553 2.0440519899129894 1.4832397848367689 53.757543422281742 3.4142872486263576 2.6261141635477605 1.6091771926730896 1.3315940536558617 2.5526741724461308 5.5759796574711782 1.1753442250192154 2.9671853519976139 11.148240154609082 5.298357877880334 2.8735614772886033 3.1151872258633375 2.5041352435946465 2.6397623289376488 3.7547986991703644 3.3541480228304854 6.6209824699908415 7.4346687570214263 1.9923929125070565 1.8506646938621996 13.894429283216594 3.2757856398820859 8.9948300682008249 2.119982421398166 1.3855157215148239 2.1362586356699458
leaf_count=34 136 22 43 2157 77 35 22 12 72 43 14 31 161 53 45 23 27 38 29 26 105 188 26 20 287 64 62 19 22 17
internal_value=0 0.000289117 -0.000140798 -0.00124079 -0.00146064 0.000481823 -0.000899254 0.0012129 -0.000221633 0.000122226 -0.00139893 0.000715056 0.000940697 0.00047592 0.000552095 8.78542e-05 0.00115853 -0.00063193 -0.000452084 -0.000210217 -0.000482484 0.00140064 0.000940871 -0.00025127 -0.00163384 -0.000593467 -0.000830676 -0.00110555 0.00130975 0.00154148
internal_weight=0 72.8796 49.7341 100.341 82.5364 27.3128 22.4213 23.1455 17.8048 15.2522 16.679 25.2688 22.6427 13.3785 5.74232 9.35816 8.08011 28.7788 26.139 22.7248 19.3706 21.8139 14.3792 5.96304 15.5036 6.39097 15.6158 4.11238 4.25908 13.2845
internal_count=3910 1187 786 2723 2494 353 433 401 229 157 323 331 296 123 110 118 70 337 299 222 196 389 201 65 309 87 167 45 67 178
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=4 12 151 1 43 3 13 50 3 16 3 1 0 15 16 52 160 11 47 13 2 16 16 1 0 12 0 52 2 2
split_gain=29.713 17.9788 5.60579 5.38119 5.04795 4.99499 4.44967 3.2915 3.27149 3.19428 3.11605 2.89415 3.56628 2.50457 2.45451 3.13463 2.53538 2.39334 2.38575 2.26863 3.40736 2.16801 3.55107 1.92911 1.68049 1.42516 1.88641 1.39233 2.04189 1.2309
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 -0.049504999999999987 0.24227500000000002 0.28269500000000009 0.11901000000000002 0.10666500000000002 0.15100500000000003 -0.097604999999999983 0.091035000000000019 -0.071924999999999989 -0.10469999999999999 -0.0092949999999999994 -0.010284999999999997 -1.0000000180025095e-35 0.080455000000000013 0.11939500000000002 0.16421000000000002 0.084145000000000011 -0.17157499999999998 -0.30307999999999996 0.076710000000000014 -0.090754999999999988 -0.092644999999999991 -0.14293499999999998 0.071660000000000015 0.089910000000000004 -0.13811499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 6 9 11 18 10 14 17 12 -1 -7 16 -16 -6 19 29 20 -3 22 -12 -18 -17 26 -13 28 -25 -4
right_child=2 3 7 -5 5 13 -8 -9 -10 -11 21 25 -14 -15 15 24 23 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016563932149045127 -0.0019558753356614654 -0.0021941335207491773 0.00090829259226825462 0.00088208326536106394 -0.001952211585216995 -0.00061113276851488391 -0.0013209110232532452 -0.0010713327652695117 0.00013953494483214565 -0.0019122642289328413 -0.0017462600019073492 0.0021836316564499553 0.0012224887517867501 0.0018260699525029984 -0.0010099049066210032 0.0025036548870436101 -0.0017931188908823781 -0.0018745833780615085 -0.00090878619261950679 -0.0017775641037529359 0.00032713974723430042 -0.0018898746491655305 0.00096217111664924045 -0.0013933109185222008 0.00029304510337383198 0.0020648214662526616 -0.00033765624748491774 0.0010543858996258353 0.00041756049304982073 0.0019487381505421039
leaf_weight=2.8979353941977024 2.015847027301791 2.5182924624532523 5.5275936201214888 3.7362425737082949 5.852130059152846 2.4236708916723728 3.7416419349610797 1.8991430290043343 4.4362704344093791 7.6116446740925303 5.3928885720670223 1.9093624576926229 3.7140504792332711 4.6658023335039607 3.7321335300803185 2.4372641406953335 3.2187215425074074 7.7640253342688075 1.3805279955267895 4.4242406189441672 10.409931443631647 64.934427367523313 2.7729319296777231 4.6195663288235647 2.7902216687798518 7.7477164231240696 2.7244485914707219 2.9846715480089179 4.8063654452562332 19.392278049141169
leaf_count=33 20 44 64 40 75 22 34 18 25 117 110 22 26 68 34 16 43 158 13 95 110 2124 26 42 28 117 24 21 30 311
internal_value=0 -0.000911769 0.00117752 -0.00141077 -0.000129641 -0.00050606 0.000617764 0.00140151 -0.00149423 -0.000785319 -0.00156802 0.000999675 -3.92825e-05 0.000992866 -0.000503532 0.000351648 -0.000860216 -0.000976994 0.00158007 -0.000575384 -0.00016398 -0.00177109 -0.000826537 -0.000451337 0.00132372 0.0015545 0.000701241 -0.000103343 -0.000469932 0.00171795
internal_weight=0 174.267 30.2154 106.389 67.8773 45.1422 22.7352 28.1995 102.653 38.0527 98.2167 18.9935 6.61199 7.08947 30.4411 8.95962 21.4815 25.1165 26.3004 17.3525 12.9282 73.1002 8.16582 15.6293 5.22749 12.3815 4.63381 12.4106 9.42593 24.9199
internal_count=3910 3484 426 2732 752 496 256 406 2692 406 2667 222 59 90 289 78 211 407 388 249 154 2260 136 136 44 163 46 93 72 375
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=4 12 151 49 13 1 52 0 3 132 1 160 49 52 50 49 150 484 47 4 2 16 4 150 3 52 52 16 16 43
split_gain=25.8815 17.3916 5.34157 5.0392 4.45818 5.51496 4.34007 5.03563 4.01157 3.3793 3.03369 3.00655 3.47219 2.62958 2.5631 2.39299 2.20789 2.3587 1.90837 1.71994 1.71538 2.05046 2.60279 1.60795 1.47422 1.91839 2.9096 1.66711 2.35046 1.35235
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.062504999999999991 -0.00059999999999999995 0.084795000000000023 -0.0093349999999999978 -0.068039999999999975 0.10666500000000002 0.087875000000000023 0.12730000000000002 0.08234000000000001 -0.088329999999999978 -0.087094999999999992 0.11901000000000002 -0.085974999999999982 0.082965000000000025 -0.0043499999999999988 0.11939500000000002 -0.034289999999999994 -0.04448499999999999 -0.0090499999999999973 -0.14963999999999997 0.10784500000000001 -0.100615 -0.12272499999999999 -0.090304999999999983 -0.17157499999999998 -0.30307999999999996 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 19 -7 -8 24 13 11 29 -13 -6 18 -15 17 -17 -4 -1 -19 -22 -23 -18 25 -5 -27 28 -26 -3
right_child=2 3 14 8 9 6 7 -9 -10 -11 -12 12 -14 15 -16 16 23 20 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00035734542709118296 -0.0021998252478509779 -0.0021669918686545143 0.001895612169937048 -0.0023587380185989943 -0.0017324683224605589 0.0020350844754481873 -0.0011877559776797763 0.0025195156165514765 0.00044669494620020925 0.0021779704524058515 0.0024863608955677341 -0.0012161538323467043 0.0027421850445367942 -0.0025202909877663745 -0.0010190186145187727 -0.0023593592927961212 0.0019261379722659234 -0.0023883918476662737 -0.00088722036230551445 -0.0019539785250784862 -0.0007876364040665391 -0.00053211995493170853 0.0023008107731301523 -0.00021650817169343022 -0.0018890423501922509 0.0016305549851277446 -0.0012788493438728968 -0.0021320284082045815 0.00094882962556371584 -0.00029099579824745902
leaf_weight=2.4465917088091373 1.9512772858142877 5.1460961736738664 23.485518556088216 5.5951386410743025 9.2326588332653028 11.888840917497877 5.7264537662267685 2.5714835152029956 3.8486697711050502 2.0612116418778887 1.643664777278899 2.11644222214818 2.1777478568255892 2.2942865416407576 1.7268560416996468 2.9941454753279784 3.531011175364255 1.5741983316838783 1.2574596405029286 4.30001390911639 6.8871304243803051 3.0025244913995266 3.2941880449652574 3.2649644687771797 4.243546936661005 1.9921334180980927 10.134296569973227 56.398949138820171 2.119685433804988 2.9155971091240644
leaf_count=21 20 109 375 137 132 178 47 33 23 19 22 28 15 24 18 36 26 24 13 76 71 22 23 20 84 17 182 2063 22 30
internal_value=0 -0.000961261 0.00131422 -0.00154532 -7.86356e-05 0.000606838 0.00118256 -3.88936e-05 -0.00174831 -0.000562744 -0.000322536 -0.000696195 0.000791271 -0.00071934 0.00157327 -0.000370867 -0.00016998 -0.000578353 0.00175419 -0.0011158 -0.000217018 4.22521e-05 0.000949956 0.000896755 -0.00185328 -0.00129274 -0.000800892 -0.00201155 -0.000943706 -0.00148852
internal_weight=0 163.402 28.4211 98.332 65.0697 26.9334 20.1868 8.29794 84.3324 38.1363 13.9995 12.3559 4.29419 36.0751 26.4698 26.8424 24.5482 17.7522 24.743 6.74661 14.758 13.1838 6.29671 6.79598 80.4838 17.7216 12.1264 62.7622 6.36323 8.06169
internal_count=3910 3484 426 2732 752 355 258 80 2528 397 204 182 43 378 406 246 222 176 388 97 140 116 45 46 2505 336 199 2169 106 139
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 12 12 3 40 3 3 39 47 4 50 48 2 49 147 52 8 132 52 4 4 1 2 3 3 0 1429 42 0 3
split_gain=18.2677 6.24664 5.89104 3.57077 3.5074 3.43653 3.30236 3.01305 3.50991 4.75249 3.85378 3.17718 3.1511 2.589 2.06501 1.96633 1.92757 1.81863 2.08954 2.05934 2.70888 2.62698 1.55023 1.51515 1.51124 1.48767 2.93494 1.32382 1.17489 1.16941
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.34489500000000001 -0.097604999999999983 0.10666500000000002 0.15608500000000003 0.090280000000000013 -0.17479499999999998 0.11551000000000002 0.12862000000000004 0.10045500000000002 -0.047894999999999993 0.088035000000000016 0.17829500000000004 0.084980000000000014 0.080815000000000012 -0.094124999999999986 -0.0010999999999999996 0.0057500000000000008 0.077800000000000022 0.084235000000000018 -0.074234999999999982 -0.077384999999999995 -0.060094999999999989 0.084965000000000013 -0.0060199999999999993 0.10302000000000001 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 27 13 -7 8 9 -4 11 12 16 -3 15 17 -11 18 -1 22 -21 -22 -20 24 29 26 -15 -2 -27 -10
right_child=2 5 3 -5 -6 6 -8 -9 23 10 -12 -13 -14 25 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0023530903531165611 7.3147518977953219e-05 0.0010265134212255769 -0.0029110287485081591 0.0021024995671242103 -0.0031260530030598273 -0.0024556931403870732 4.2730185642006574e-05 0.0028895064250488659 -5.1895397234027583e-05 -0.00076920449992458426 -0.0029890928189201509 -0.0023379544516354493 0.0021642159889948224 -0.0028186878483933268 0.00232586046326246 -0.003015165563713776 0.0020679535491944763 0.0013955735541677876 0.0021672355319575475 -0.0030193483594114332 -0.002859695868995826 0.0008112825096653765 -0.00012590021731826334 -0.0025060869206125192 0.0018999158793257418 0.00070764498820621109 0.0029066906974918052 0.0026228554907621352 -0.0017880736330437323 -0.0030241319022381329
leaf_weight=4.6442980449646738 1.6983555369079102 4.102981477975848 3.3751679547131017 5.1673322822898617 0.92729925364255983 46.312715295702219 4.2117493674159041 2.0794204212725154 2.0917086638510227 6.5027081910520952 2.091131765395402 2.0646125823259345 10.809478210285304 6.5265024956315765 1.7910778149962414 2.3856691289693108 2.3896505422890186 3.3975013066083184 2.7301293797791066 3.9578442163765413 1.9818747788667677 5.0403146371245384 10.147313721477984 6.7827539592981321 1.3425295017659662 3.1276837475597832 0.72605613246560086 11.884359672665592 2.4584708139300346 1.7948951590806248
leaf_count=93 25 40 93 96 8 2109 23 32 20 76 35 15 156 213 21 41 25 34 24 51 46 44 86 95 18 28 7 281 31 44
internal_value=0 -0.00140919 0.000454354 -1.46299e-05 0.00195702 -0.00189438 -0.00224742 -0.000279365 -0.000447271 8.92694e-05 0.000513726 0.000850247 0.00118435 -0.000841511 -0.000501819 -0.00064954 -6.77279e-06 -0.000472621 -0.000695315 -0.000372599 -0.0012321 -0.000224779 0.000360264 -0.00166369 -0.000571004 -0.00143849 -0.00224552 0.00230405 -0.000390723 -0.00142452
internal_weight=0 103.542 61.0014 46.4914 14.51 67.4662 50.5245 41.3241 39.2446 27.2327 23.8576 21.7664 19.7018 16.9417 36.076 34.2849 8.89236 31.8993 28.5018 23.8575 10.98 7.02219 12.8774 12.0119 5.22913 12.8387 7.25256 13.5827 5.58615 3.8866
internal_count=3910 2891 1019 705 314 2451 2132 609 577 400 307 272 257 319 440 419 101 378 344 251 141 90 110 177 82 279 220 306 59 64
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=1 12 12 0 16 40 3 39 47 4 50 14 48 133 16 484 52 2 12 2 457 147 52 4 4 42 12 3 1209 3
split_gain=10.6684 4.31998 3.88777 2.8823 2.82987 2.75478 2.59045 2.59051 2.33924 3.37009 2.9475 2.5381 2.73526 2.3002 2.17535 2.18262 2.52735 2.49539 1.97476 1.92402 1.77938 1.57876 1.64191 1.57833 1.47063 1.43502 1.30174 2.24488 1.56918 1.27656
threshold=0.099595000000000017 0.080120000000000011 -0.071274999999999991 -0.070894999999999986 -0.50763499999999995 0.34489500000000001 0.31335500000000011 0.15608500000000003 0.090280000000000013 -0.17479499999999998 0.11551000000000002 0.07802000000000002 0.12862000000000004 0.10681500000000001 0.3935300000000001 -1.0000000180025095e-35 0.11401500000000002 0.091985000000000011 0.099370000000000014 0.10045500000000002 0.083995000000000014 0.088035000000000016 0.17829500000000004 0.27020000000000005 -0.0031049999999999997 -0.0060199999999999993 0.084100000000000022 -0.084129999999999996 0.086895000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 23 25 7 8 9 -4 11 12 19 14 15 -5 17 -17 -19 -11 26 22 -1 -3 -22 -2 27 28 -6 -10
right_child=2 3 6 13 20 -7 -8 -9 29 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044399670684383671 -0.00042783507443418223 -0.0014871869455804123 -0.0030410036411372202 -0.0032933120209390656 -0.003117895581063272 -0.003425693344574412 0.0031600151513179304 0.0031750940727140282 -0.00036315960512549875 0.00032390916958580172 -0.003307598014647405 -0.0033247391134140162 -0.0023776840516554591 -0.0033286741300132898 -0.0032732089471874956 -0.00088589362422276886 -0.0023442565545357149 0.0041965233883050328 0.00010095768882623036 0.0023983548455563386 -0.0024701073564243939 0.0025415870680007215 -0.0033205527816700005 0.0035546858993243812 0.0012037325344611621 0.0028315293572352303 -0.0030424079819181748 0.0032635391683229179 0.0033841226057577745 -0.0024383603344633239
leaf_weight=28.006849525496371 1.4384042657911766 1.1936669889837497 2.7772773504257158 1.3521833643317194 2.8471302278339867 0.80782186985015947 2.1751168668270102 1.932573428377508 4.6668168334290385 7.2195592932403292 1.713458040729164 1.26139954663813 1.8516157045960415 2.6705716224387279 1.8350032027810801 2.4338387921452522 1.842390466481447 3.3225070713087916 1.6017820518463848 9.5119921956211311 2.0271180644631386 1.5125084854662407 1.948269867338239 1.090851394459605 1.9745316840708245 8.9913351777940953 27.16297160461545 0.82349085062742489 0.38705705106258381 6.5271802581846696
leaf_count=378 25 33 94 29 158 8 66 34 82 95 35 14 15 129 78 22 37 41 42 170 72 21 41 14 28 281 1740 24 4 100
internal_value=0 -0.00136647 0.000391505 -0.00189799 -0.00234753 0.00196453 -5.44648e-05 -0.000241104 -0.000426924 0.000100352 0.000505046 0.000834245 0.00111655 -0.000778272 -0.000228451 0.000301001 0.00082925 0.00162386 0.00286431 0.00150324 -0.00255948 -0.000478591 -0.000631087 0.000920294 -0.000657327 0.00238202 -0.00280329 -0.00120259 -0.00233976 -0.0015732
internal_weight=0 84.0327 50.8746 52.5651 37.5068 11.2376 39.637 37.4619 35.5293 24.3353 21.558 19.8446 18.5832 15.0583 12.3877 10.5527 9.20052 7.35813 4.92429 16.7316 35.2223 31.4676 29.9551 2.28452 4.00165 10.4297 31.2206 4.05768 3.23419 11.194
internal_count=3910 2891 1019 2451 2073 314 705 639 605 423 329 294 280 378 249 171 142 105 83 265 2026 440 419 47 100 306 1926 186 162 182
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 4 12 0 1 3 151 48 4 48 3 457 43 42 133 147 13 52 16 2 3 4 4 13 12 14 47 16 0 47
split_gain=9.44914 4.93202 4.93198 4.48696 3.11526 3.01964 3.01096 2.6514 2.36316 2.18389 2.16661 2.12943 1.95065 1.88606 1.97889 1.83651 1.67248 2.32824 1.66471 1.63599 1.90054 2.69298 1.93601 1.59925 1.57294 1.71965 2.01533 1.33337 1.28833 1.50713
threshold=0.085835000000000009 0.27223000000000003 0.085845000000000019 -0.070894999999999986 0.13026000000000001 -0.010319999999999998 -0.27336999999999995 0.088875000000000023 -0.0025899999999999994 -0.09386499999999999 0.11476000000000001 0.08351500000000002 -0.085894999999999985 -0.09547499999999999 1.0000000180025095e-35 0.088035000000000016 -0.088854999999999976 -0.0093349999999999978 -0.17157499999999998 0.084065000000000015 -0.084129999999999996 -0.083329999999999987 0.035895000000000003 -0.10241499999999999 -0.041094999999999993 -0.46879999999999994 0.10976000000000001 0.67964000000000013 -0.14534499999999997 0.14097000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 -3 12 -2 -7 19 18 13 -5 -15 16 17 -11 -4 20 -1 -22 -23 -14 -8 -26 -27 -20 -18 -30
right_child=1 6 4 7 -6 9 24 -9 -10 15 -12 -13 23 14 -16 -17 28 -19 27 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0025435141992078917 0.0025007339220932418 -0.0028857900412111383 -0.00053620069010979876 -0.0026083129273616621 0.0014843088331775993 -0.003955807356218425 0.0032285130793907328 0.0020376063431126784 -0.0011625783261052657 0.0033507173275194521 0.00072783841353687333 0.0022268102098838677 -0.00010182273290345428 0.0033335503881397454 -0.00062705549931800421 0.0029829972347207323 2.6964012102688434e-05 -0.00074089285748831857 -0.0032229067586436243 -0.0028558549718874443 0.0068040061416006102 -0.0033503117278682001 0.0036236290394066483 -0.0026979200040013257 -0.0016872498330621061 0.0021797856688678804 -0.0016758702315625223 0.0020634418641806668 -0.0022827323018113259 0.001226809190558318
leaf_weight=3.1800128230825067 7.8067228216677904 1.4625386260449911 3.337451441213493 1.5862731095403431 2.5611222591251126 1.5011575985699916 5.038758043199782 3.331006526015698 2.1806098902598006 2.5393066704273224 2.0871729478240004 0.98780253157019693 3.4358979519456661 2.3735281955450818 2.5149613199755549 1.7480735853314389 8.7951083537191224 2.8648873325437334 11.752568800933656 27.043010568246245 0.60508508794009719 1.0759970881044854 0.6002438087016343 6.9280307004228199 1.7532048057764811 9.2793296184390694 1.528325282037257 0.48073261231184083 6.9003501590341294 1.4298303499817846
leaf_count=164 149 20 34 38 40 19 194 49 38 58 14 12 24 20 37 26 86 37 645 1544 7 54 5 244 23 179 16 5 117 12
internal_value=0 4.01634e-05 -0.000433349 -0.00166485 -0.00170891 0.000248536 0.00140355 -0.000498574 0.0017009 -0.000314144 -0.00234488 -0.00220281 -0.00100028 0.000339435 0.00129595 -8.8969e-05 -0.000327324 0.00118166 -0.00248382 -0.00254219 -0.000989001 0.00117788 -0.000853019 -0.00183725 0.00176 0.00117091 0.00163455 -0.00301517 -0.000803512 -0.00168034
internal_weight=0 73.9479 54.8857 54.7612 19.1197 35.766 19.0622 20.1697 9.98733 25.7787 34.5915 16.5586 16.8387 6.47476 4.88849 24.2776 22.5295 5.40419 15.5708 32.5043 5.46134 2.28133 1.67624 10.3639 17.5996 12.5609 10.8077 12.2333 17.1253 8.33018
internal_count=3910 1710 1278 2200 736 542 432 412 187 355 1788 696 363 95 57 336 310 95 684 1774 230 66 59 268 412 218 195 650 215 129
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 4 12 0 457 151 151 133 133 159 39 132 3 48 52 13 4 49 2 3 4 4 47 50 2 1 1 3 12 40
split_gain=8.20032 4.24898 5.75948 4.18238 2.98509 2.86554 2.65865 2.47569 2.47385 2.52041 2.22421 2.08006 1.99337 1.94848 2.02305 1.79658 2.06646 3.04239 1.51558 1.64232 2.16334 1.69608 1.50326 1.672 1.75932 2.19263 1.39313 1.3909 1.36802 1.55738
threshold=0.085835000000000009 0.22584000000000001 0.086865000000000012 -0.070894999999999986 -0.070739999999999983 -0.086769999999999986 -0.27336999999999995 0.085625000000000021 0.10681500000000001 -0.034019999999999988 0.14706500000000003 0.080815000000000012 0.11476000000000001 0.088875000000000023 -0.11271999999999999 -0.089899999999999994 -0.080324999999999994 -0.0087399999999999995 0.084065000000000015 -0.084129999999999996 -0.083329999999999987 0.035895000000000003 0.13206500000000002 0.11901000000000002 0.090905000000000014 0.11561500000000001 0.10713500000000002 -0.115685 -0.092644999999999991 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 12 -3 -2 -6 11 9 -5 -4 15 18 14 -11 16 -7 -18 19 -1 -21 -22 23 24 25 26 -8 -27 -17 -30
right_child=1 4 10 8 6 7 22 -9 -10 13 -12 -13 -14 -15 -16 28 17 -19 -20 20 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0025402835159414627 0.0023535903674151777 -0.0029293015753368442 -0.0025454117002292717 -0.0035545545828023538 -0.0028729805231122074 0.0038675185088145863 0.001594557143977099 0.0029559707878411869 -0.0032731349968158799 -0.0027747209885277502 0.0034469136010033068 0.002913130837239528 0.0006780585373281628 0.0028300804435269812 0.00052034759776215694 -0.0040496661826988425 0.0033709800031874034 -0.0031412079145068474 -0.002909898653111006 0.006306067980320385 -0.0034560631001552726 0.0035080447991279406 -0.0019308110061643071 -0.0017517192352264333 0.0031258272852882057 -3.4127847886211396e-05 -0.0021707904373319928 0.0039477119889291916 -0.0012208346883394747 0.0024491110171800355
leaf_weight=2.982338747009635 5.4360888954251996 1.7315815668553138 13.343817641027268 1.8604388479143441 1.3757600802928234 1.6962555199861524 1.8010241147130814 2.3526994455605736 2.8274895744398227 2.4216435775160816 0.67761573195457536 1.7267941869795311 2.090941295027732 2.8464616937562814 9.7497616726905054 1.6126026958227253 1.2382017336785791 1.8822077335789864 24.884027972817421 0.60917861945927176 0.97855424415320402 0.57980870082974434 1.0888554006814946 1.1843555457890023 9.9224434774368984 1.3124156296253202 2.3680125493556261 3.0032309489324689 15.765436500310896 1.3033418506383885
leaf_count=164 88 21 654 44 20 24 22 64 105 92 17 36 14 33 138 15 41 25 1544 7 54 5 11 17 260 17 22 93 254 9
internal_value=0 3.87192e-05 -0.000523317 -0.00165024 0.00115003 0.000212506 0.00147029 -0.000209545 -0.00047997 -1.20531e-05 -0.00225582 -0.00050479 -0.00236809 0.000426798 -0.000135245 -0.000755962 0.00100108 -0.000557123 -0.00258016 -0.0009869 0.00115041 -0.000864978 0.00175922 0.00196431 0.0022034 0.00112467 -0.00054416 0.00273681 -0.00120898 -0.000940604
internal_weight=0 70.8227 47.0351 51.8306 23.7877 33.0136 22.0561 27.5775 19.7058 16.8783 14.0214 25.2248 32.1248 15.0179 12.1714 23.498 4.81666 3.12041 30.0339 5.14988 2.16754 1.55836 20.6803 19.5915 18.4071 8.48468 4.16904 4.31565 18.6814 17.0688
internal_count=3910 1710 1227 2200 483 556 462 468 412 307 671 404 1788 263 230 368 90 66 1774 230 66 59 442 431 414 154 44 110 278 263
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=1 0 15 47 4 1 457 1373 14 160 106 133 159 48 50 128 1 3 16 42 123 43 43 133 12 12 160 2 1429 43
split_gain=7.11652 3.86028 3.79309 4.01531 3.25285 2.71103 2.62472 2.68187 2.64336 2.49617 2.24322 2.17306 2.23729 2.15829 2.08089 2.2551 1.93151 1.83207 1.77426 1.65563 2.63322 2.35236 2.84009 2.43907 1.461 1.46649 4.44507 1.8731 1.61713 1.34296
threshold=0.085835000000000009 -0.070894999999999986 0.085595000000000018 0.081320000000000017 -0.23071499999999998 0.11026000000000001 0.53894500000000012 0.09586500000000002 0.07802000000000002 -0.26821999999999996 0.090955000000000022 0.10681500000000001 -0.034019999999999988 0.12862000000000004 0.11843500000000001 0.086435000000000012 0.14000500000000002 0.11476000000000001 -0.54165499999999989 -1.0000000180025095e-35 0.091310000000000016 -0.078454999999999983 0.070805000000000021 1.0000000180025095e-35 0.085775000000000004 0.085185000000000025 0.084835000000000008 0.084065000000000015 0.087885000000000019 -0.049504999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 7 8 9 -6 13 12 -3 14 15 -11 18 24 -5 20 -14 23 -23 -21 25 27 -27 -1 -29 -20
right_child=2 11 5 16 6 -7 -8 -9 -10 10 -12 -13 19 -15 -16 -17 -18 -19 29 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00037396599112987238 -0.0031511641494196825 -0.0041482521186016917 -0.003957544423349257 0.0025500676893374856 -0.0038422053935677418 0.00028198933678534675 -0.0041361595505254303 -0.0044102907754083173 -0.0032805468787158393 0.003032996744035437 -0.0036219816781002819 -0.0037268562774130489 -0.0039866748650144342 -0.001963251304809142 -0.0021098595965267381 -0.0023890601944433439 0.0020206181836261048 0.00071727250074433632 -0.00053775099658102141 0.0056651981970396734 0.0042145927731852299 -0.0034158593119754722 0.0016127859589400186 0.00033129662708509606 -0.0038658799685883671 -0.0038766027902830385 0.0082317988495901086 -0.00394284231279542 0.0034678746501670397 -0.002788002072063183
leaf_weight=3.835821536369628 2.4243851695209733 1.6975345509126842 5.3892863169312459 1.455915864557032 1.0266005117446102 3.6515259873121977 1.1978990156203497 1.0457399189472187 1.4348944555968035 26.658312323503218 0.93429243378341098 2.6410494642332187 2.3523490438237817 1.5853314548730839 1.2997457971796382 1.1549337515607465 2.6554425600916138 2.0942852832376948 6.6440519252792045 2.5693833660334375 0.74355020374059666 2.6517399474978367 4.1689764531329274 2.3861335292458534 13.463540518656371 1.0704427631571878 0.73998340591788281 8.2448416464030707 0.44802679214626628 9.0281002912670321
leaf_count=144 115 44 362 18 21 63 13 15 17 623 26 105 79 14 23 23 34 14 185 25 4 82 34 39 1104 87 11 422 6 158
internal_value=0 -0.00185531 4.49077e-05 0.000398557 0.0011093 -0.00224522 0.00139355 0.00158205 0.00176585 0.00198756 0.00217676 -0.000526613 -1.65248e-05 0.00235325 0.0025883 0.00280785 -0.000994004 -0.00270909 -0.00146137 0.000455079 -0.00201696 0.00110496 -0.000342237 0.00309687 -0.00296718 -0.00212336 0.00107252 -0.00258518 -0.0035609 -0.00183403
internal_weight=0 49.1077 67.5865 58.5456 38.7621 9.04081 36.3377 35.1399 34.0941 32.6592 31.6326 19.2107 16.5697 30.6983 29.113 27.8132 19.7835 29.8969 17.1281 14.8721 3.0959 11.7762 6.82072 4.95552 27.8027 14.3391 1.81043 12.5287 8.69287 15.6722
internal_count=3910 2200 1710 1285 890 425 775 762 747 730 709 412 307 683 669 646 395 1788 361 263 83 180 116 64 1774 670 98 572 428 343
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 160 4 1374 1425 52 1446 2 0 12 3 13 2 49 132 156 15 49 124 15 1365 40 1 376 16 4
split_gain=6.44953 3.15646 3.27405 3.9808 4.10746 3.0307 2.87491 2.58436 2.53967 2.2992 2.28177 2.3283 2.18979 2.14322 2.5224 2.53344 2.12019 2.67584 2.05388 1.99726 2.37426 1.87807 1.82559 1.53714 1.53655 1.48461 1.46283 1.45649 1.25719 1.94249
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 -0.092169999999999988 0.51224500000000017 -0.094679999999999986 0.081930000000000017 -0.10201499999999998 0.089600000000000013 0.14808000000000002 0.076335000000000014 0.090840000000000018 -0.005644999999999999 0.043015000000000005 -0.0050599999999999994 -0.085974999999999982 0.093105000000000007 0.013700000000000002 -1.0000000180025095e-35 -0.029304999999999998 -0.082024999999999987 0.024640000000000006 0.084525000000000017 -0.066629999999999981 0.085990000000000011 0.091535000000000019 -0.5152199999999999 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 5 -5 -4 8 -7 10 12 11 13 -9 14 15 -2 -11 -18 22 27 -21 -15 -6 24 25 -16 -19 -3 -23 -30
right_child=6 2 3 4 18 7 -8 9 -10 16 -12 -13 -14 21 23 -17 17 26 -20 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0028750678073392417 0.0025489171540908572 -0.0028968731086342764 -0.0030762691612092967 0.001496300023617024 0.0018704585698123102 -0.0035211241942525407 0.0026998484568895548 -0.0030471065365262591 -0.0044021445572846145 -0.0018731091825650646 -0.0031696486475775009 0.0025550362012148123 0.0022658370341526279 0.00094214923276326958 -0.0014939939690895973 -0.0010654531862957352 -0.0017488085257773452 0.0012232774120644555 0.003849010141402898 -0.0029872073412954424 0.0029432966090110063 -0.0042348923989363671 -0.002885253946226012 -0.0021671564997634593 -0.0028927016920296915 0.00098209880793152164 0.0032230151711210822 0.0014792975384537214 -0.0023412300739080994 0.00038501065511262254
leaf_weight=7.5933939777314654 7.1917623290792054 10.440936582162973 2.1731255417689708 2.7119541978463486 0.69994729757308505 1.2700857445597709 3.5817331988364449 2.3073025243356891 1.0260132644325484 1.8618806628510451 1.6336372578516591 3.3555393107235423 0.87258680723607529 3.4933276008814564 2.41604993864894 2.029379416257143 2.0409295782446959 11.86293895076958 0.41643323563039381 0.98684822302311692 1.2473313091322769 1.2011985704302777 11.201306750997905 2.5090348282828918 1.1633607540279616 10.857082122005529 3.9894989402964702 0.65993947163224298 4.7432253966107947 3.876154781319201
leaf_count=485 182 773 78 45 8 35 167 88 52 50 36 99 9 44 33 38 29 171 18 55 16 13 817 37 17 186 40 6 230 53
internal_value=0 -0.00114899 -0.00090957 -0.000513093 -0.00168658 0.000155524 0.000235547 0.000445672 4.15404e-05 0.000665343 0.000144066 0.000270441 -0.00158919 7.62679e-05 0.000551061 0.00175347 0.00102824 0.00133014 -0.00238734 -0.00214071 0.000323763 -0.000856873 -0.00260556 -0.000103246 0.000255457 0.000531387 0.00172654 -0.00263671 -0.00149681 -0.00111523
internal_weight=0 62.3364 54.743 41.408 15.0296 26.3783 49.0775 24.2052 45.4958 22.9351 44.4698 42.8361 3.17989 39.4806 26.1667 9.22114 19.7552 17.8934 12.3177 13.3351 2.23418 13.3139 11.9013 16.9455 14.4365 13.2731 15.8524 11.1009 9.82058 8.61938
internal_count=3910 2723 2238 1388 888 500 1187 422 1020 387 968 932 97 833 493 220 290 240 843 850 71 340 825 273 236 219 211 779 296 283
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 47 39 12 16 38 52 14 4 484 49 474 151 128 11 1 4 160 52 39 15 4 4 14 456
split_gain=16.5435 6.43302 4.43695 4.28382 5.21605 3.32498 3.31971 2.98839 2.8785 3.53735 2.69387 2.4171 2.30226 1.99373 1.80645 2.03115 2.27577 1.76942 1.61994 1.60081 1.75387 1.88939 1.57106 1.74698 1.44857 1.54271 3.11794 2.27634 1.24303 1.2129
threshold=0.093575000000000019 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.22584000000000001 0.11939500000000002 0.16168500000000002 0.090585000000000013 0.025915000000000004 0.13584500000000002 0.13709500000000002 0.077685000000000018 0.044585000000000007 -0.0043499999999999988 -0.088329999999999978 0.084655000000000022 -0.084129999999999996 0.089290000000000022 0.080455000000000013 0.083065000000000014 -0.15333499999999997 -0.081299999999999983 0.09716000000000001 0.086750000000000008 -0.095799999999999982 0.0057500000000000008 -0.0025899999999999994 -0.45282499999999992 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 5 12 -5 7 11 8 9 13 18 17 19 -3 -6 -16 22 -7 29 20 21 -1 -17 24 25 -24 27 -27 -19 -2
right_child=1 2 -4 4 14 6 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 28 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00079366894777077102 0.0018850008697733093 0.0011657052003004921 0.0020583031575221607 -0.0019209663611256429 -0.0022871004765280447 -0.00087334058573520438 -0.0023470280934920749 0.0022883738129769729 -0.0018955689200873828 -0.0018762805970909675 -0.0022666955359430764 -0.0014705922181715398 -0.0023449928220749855 -0.0012736756316785315 -0.002625769182616945 -0.0021822858500431248 0.0016342506194338023 -0.00020884244096554087 -0.0011895666313010258 -0.0017359516949815546 0.0022898031262096928 -0.0012584203616214781 -0.0017165992773554076 0.0015386280791583691 -0.0020881480724162849 0.00049905980263083326 0.0023524976040929643 -0.0024936988582464443 0.0016801354849209733 -0.00047651488858390073
leaf_weight=6.3371312692761412 15.923990793526182 6.2811560202390009 4.1230747308582059 45.667478982359171 3.0319702718406942 2.1312997750938001 2.0675351135432711 1.4178496859967697 11.615811413154004 4.9984118342399588 0.98573852330446143 2.2899251990020266 2.1597684435546389 2.3300322033464909 1.964123697951442 2.5039462335407832 2.8649432491511098 2.1411841642111602 1.0280166566371907 1.9579866491258133 2.1767401471734038 3.5513786505907801 2.588207595050342 2.3285871595144263 2.587280409410595 3.2730752900242872 2.5242636296898127 2.1270016469061148 10.114039273932567 1.1853796541690815
leaf_count=44 345 63 85 2128 52 27 26 19 341 81 9 23 72 26 22 45 34 27 11 30 24 57 37 12 46 32 18 28 131 15
internal_value=0 0.000249839 -0.000178696 -0.00122671 -0.00146366 -0.00038191 0.000344875 -0.000893215 -0.00107204 -0.000369162 0.00135933 0.000678615 -0.000180365 0.000505653 -0.000654007 -0.000436469 -0.000229709 0.00102071 0.0015564 0.000153017 0.000459565 5.66776e-05 -0.000527502 -0.00025894 -0.00057847 -0.000206918 0.000286167 -0.000679739 0.0013501 0.00172139
internal_weight=0 68.6334 49.5103 87.6439 71.4609 45.3872 18.744 26.6433 25.2254 13.6096 19.1231 16.6764 16.183 8.61119 25.7934 22.7614 20.7973 14.3865 18.1374 14.0232 12.0653 9.88851 17.9324 15.4284 13.0998 10.5125 7.92434 5.40008 12.2552 17.1094
internal_count=3910 1229 849 2681 2454 764 234 530 511 170 380 208 227 89 326 274 252 185 371 155 125 101 218 173 161 115 78 60 158 360
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=4 12 42 484 160 52 52 133 401 14 158 132 41 15 150 38 124 3 52 453 1373 150 1374 160 1213 4 484 39 1 48
split_gain=6.22862 4.57676 2.62753 2.4821 2.5739 2.66556 3.92729 2.46948 2.74482 2.41507 2.39111 2.27195 2.21873 2.16129 2.26081 2.10506 2.93668 2.55158 2.33798 2.01453 1.81979 1.87313 1.81557 1.60533 1.70024 1.84828 1.46818 1.41776 1.30633 1.58148
threshold=0.27020000000000005 0.080120000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.42985499999999993 -0.40891499999999997 0.10681500000000001 0.019435000000000004 0.077685000000000018 0.085110000000000005 0.080815000000000012 0.077300000000000021 -0.12259499999999998 0.10373000000000002 1.0000000180025095e-35 -0.086804999999999979 0.30601500000000009 -0.08799499999999999 1.0000000180025095e-35 0.084345000000000017 0.082965000000000025 -0.094679999999999986 0.090010000000000021 -0.082704999999999987 -0.51381999999999983 -0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 -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 9 -3 -4 -5 -6 -7 8 10 11 12 15 13 -8 23 16 -1 18 -18 28 21 26 -23 24 -15 -26 -20 -28 29 -2
right_child=19 2 3 4 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0028269677440597076 0.0032666932967025551 -0.0028480449414985507 -0.0029538798936469463 -0.0028622820454449493 -0.0031537792481112991 0.0082746807763212152 -0.0032678053742685557 -0.0030174308988655911 -0.0031790436683959535 -0.0031702616233195489 -0.0033767277019792052 0.0025120892919005249 -0.003442576147334956 -0.003189916460783098 -0.0031360330756020063 -0.0026418198002193223 -0.0022773088346369082 0.0032309535940248484 -0.0029318765062405555 -0.0023830349509482616 -0.002965261543334046 -0.0010125875931031553 0.0028055220967807409 -0.0015042275323540273 -0.0036114926887454903 0.0025103284450881413 -0.0034023616793046932 0.00028860299563286261 0.0030717850478309732 0.00043696171112916237
leaf_weight=3.231119384057819 2.2958090594038358 11.038088090717791 6.024181659333407 4.8597577409818795 3.0221788827329901 0.52015058230608957 1.0154181672260332 2.7417695075273505 2.1775723109021774 2.3573004910722366 1.4121424518525589 3.2215737709775558 1.0984522309154261 0.56594879180194624 0.98527662176638919 3.0242141420021644 5.5563269751146462 1.8621285902336229 1.8434964092448449 1.4244375526905049 1.8657821509987105 1.6572597119957206 4.0860461881384245 1.3509096335619695 0.48633262887598405 11.684095388278328 1.0701676625758469 12.413738176226607 3.5833898140117517 10.075823700055482
leaf_count=71 62 865 442 299 224 11 29 207 147 45 47 58 28 40 70 53 128 61 39 23 23 16 54 37 6 250 24 164 148 239
internal_value=0 -0.000886994 -0.00152679 -0.00114243 -0.000800556 -0.00043029 -8.78801e-05 -0.000272837 8.93598e-05 -0.000144186 0.000472033 3.49013e-05 0.000788271 0.00107714 0.00136986 -0.000183082 3.83114e-05 -0.000258526 -0.000486578 0.0011229 -5.2777e-05 0.000205119 0.00170379 0.001685 0.00202328 0.0022657 -0.000356444 -4.3352e-06 0.0014359 0.000962076
internal_weight=0 91.1714 48.9823 37.9442 31.92 27.0602 24.0381 23.5179 20.7761 42.1892 18.5986 39.8319 17.1864 16.088 15.0726 36.6103 33.5861 30.3549 28.4928 17.3795 22.9365 21.0707 5.74331 14.0873 12.7364 12.1704 15.3274 13.4839 15.955 12.3716
internal_count=3910 3438 2702 1837 1395 1096 872 861 654 736 507 691 460 432 403 633 580 509 448 472 320 297 70 333 296 256 227 188 449 301
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 47 48 39 16 457 14 14 43 0 475 147 52 52 15 11 3 455 132 13 49 49 16 15
split_gain=19.932 6.06325 4.75391 5.52691 4.32949 3.53077 3.80836 2.97009 3.98538 2.6471 2.96658 3.25706 2.5875 2.0237 2.01595 1.88616 1.75614 1.61797 1.49466 1.63202 1.43041 2.52255 1.72063 1.33974 1.28374 1.217 1.079 3.08356 1.24676 1.54889
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.28937500000000005 0.11930500000000001 0.084155000000000021 0.11280000000000003 0.16168500000000002 0.054425000000000008 0.081330000000000013 0.077685000000000018 -0.46879999999999994 -0.073684999999999987 -0.035699999999999989 -0.071179999999999979 0.10058000000000002 -0.087604999999999988 -0.081429999999999989 -1.0000000180025095e-35 0.077415000000000012 -0.15464999999999998 0.092155000000000001 0.080815000000000012 -1.0000000180025095e-35 -0.081629999999999994 -0.084114999999999981 -0.17157499999999998 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 26 5 9 13 23 -9 10 11 15 20 -7 -5 -3 -16 -15 -18 -20 22 24 -1 -2 25 -22 27 -4 29 -28
right_child=1 4 3 14 -6 6 -8 8 -10 -11 -12 -13 -14 17 16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0021145530205556999 0.001605052305841719 -0.00082199334586895427 -0.0014068459039144057 0.00047303127290296049 0.0015341592862069765 -0.00075463538554583238 -0.0014872366633847025 -0.00095648952402808312 0.001846621170300545 0.001633157639818334 -0.001352514723989183 0.0011188251444720796 -0.0017484112091576019 0.0013253535251272189 0.00048017090292982258 0.001018388244528534 -0.0018383084867999973 -0.00052504790670220708 0.0010506061474470074 -0.00084367213125010839 0.00068708817278810249 -0.0018315312016665827 -5.2835217156822348e-05 -0.00038689573876905754 0.0013448697195541984 -0.00082592705644722825 -0.0011893581057418937 0.0020874661006583203 -0.0016043338044690835 0.001387151830757042
leaf_weight=1.9260350465774534 12.53385676816106 13.223867993801832 3.1472691483795643 4.7591017968952682 4.2833935990929595 2.0066645480692378 2.4344921298325053 3.9238058626651755 2.2140156589448452 1.4823003076016892 10.794103749096392 3.8389893136918536 2.3837693259119979 9.515884615480898 2.9411823786795201 1.7609267979860384 3.8421983234584394 1.5307497121393669 1.3921805322170318 14.365069013088926 2.6132575571537009 2.1076841894537219 2.1778807304799566 1.0188041888177384 2.0976785868406296 3.4315240383148184 2.7612258493900295 0.90803834423422713 42.095530051738024 0.85199170187115658
leaf_count=14 290 203 82 46 85 20 28 37 35 19 258 29 72 139 33 15 76 16 9 173 16 36 34 13 22 35 70 7 1984 14
internal_value=0 0.00023162 -0.000943632 -0.00111889 -7.30309e-05 -0.000220799 0.00043087 0.0010187 5.46397e-05 -0.000545329 -0.000654356 -0.000254012 -0.000136697 0.000788605 -0.000514893 -0.000605722 -0.000723478 0.00106894 -0.000904103 -0.000676309 0.000130959 -0.000202713 0.000964356 0.00145531 0.000218909 -0.000171826 -0.00145024 -0.000624422 -0.00152351 -0.000581821
internal_weight=0 70.5619 93.8016 77.0638 50.8714 46.588 15.4878 19.6905 6.13782 31.1002 29.6179 18.8238 16.7378 13.0533 27.2997 14.9848 22.5406 11.0466 19.5994 15.7572 14.3541 10.2501 4.10392 13.5527 8.14246 6.04478 49.7641 4.05531 45.7087 3.61322
internal_count=3910 1187 2723 2494 812 727 203 375 72 524 505 247 229 175 337 218 291 155 258 182 157 109 48 303 73 51 2157 89 2068 84
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 156 50 4 47 48 14 2 1348 12 49 15 150 49 484 474 15 11 3 16 2 12 150 455 3 43
split_gain=13.5681 5.12571 3.90706 5.1122 3.79717 2.66566 2.8967 3.21375 2.46707 3.23454 2.2244 2.20389 2.16003 1.87282 2.6544 2.59931 2.63976 1.7889 1.76786 2.0796 1.75236 2.13973 1.68393 1.62305 1.65383 1.56388 1.53126 1.46442 1.42491 1.08309
threshold=0.094385000000000011 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.11896500000000002 0.11515000000000002 0.50541500000000006 0.084155000000000021 0.11280000000000003 0.077685000000000018 0.14578500000000003 0.090050000000000005 0.090840000000000018 -0.18178499999999997 0.024640000000000006 -1.0000000180025095e-35 -0.088329999999999978 -0.0043499999999999988 0.084655000000000022 -1.0000000180025095e-35 0.077415000000000012 -0.016619999999999996 0.099280000000000021 0.090695000000000012 0.095000000000000015 0.083205000000000015 0.092155000000000001 -0.15464999999999998 0.083940000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 5 6 7 11 27 -10 20 12 13 15 -15 16 -3 -5 -19 22 28 29 -20 24 -18 26 -24 -2 -1 -22
right_child=1 4 3 17 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 23 18 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034765293460255788 0.0025331628051172917 -0.0020064259874192003 -0.0022684137526803256 -0.0031619056723431902 0.0023995708859621979 -0.0031316657770739348 -0.0022713377592402904 0.002569433478720567 -0.0013788334476898933 0.0029595550891077641 -0.0028203174133582323 0.003045679023336318 0.0026091591604882475 0.0020474410193840765 -0.0017590910763911722 -0.0024113299621596829 -1.3692743727649003e-05 -0.002616789508529462 0.0021884206502496527 0.001946419045812842 0.0010081644768784397 -0.0029574238294441911 -0.0018654860346076388 -0.0010159958248720951 0.0025541010543863527 0.00091538246104934991 0.00013158790505734015 -0.0010477495156933508 0.00010205730626516621 -0.0011490877778576596
leaf_weight=1.8961862660944464 10.764636676758528 2.3666736967861643 40.640736048109829 2.0096444208174971 3.8178166765719643 2.5077529465779653 4.6012955093756309 3.2783895749598733 3.765435989946126 1.897443728521466 1.988874778151511 1.4233334157615889 1.6504246704280365 1.5187815427780176 11.749123035930092 2.5773162525147191 2.7635335344821303 2.5633001551032129 1.4840941410511828 2.7846942432224742 5.0352822029963118 1.8713024239987133 8.9459742624312586 2.011612555012106 5.5190064031630754 3.061324192211031 4.1154014728963366 0.90925703570246774 1.7821009177714575 2.5862852483987808
leaf_count=14 291 27 2152 25 85 82 101 68 37 35 72 25 24 13 243 31 27 49 18 36 56 36 147 28 65 20 39 13 34 17
internal_value=0 0.000287603 -0.00138913 -0.00167561 -0.000187519 -0.00042287 -0.000250719 1.60029e-05 0.00154236 7.48171e-05 -0.000149402 -0.000249076 -0.000404583 -0.00057907 -0.00132336 6.89818e-05 0.000573889 -0.000710558 -0.000495948 -0.000229349 0.000253912 -0.000361293 -0.000573469 0.00116712 0.00169734 -0.000827701 -0.00123624 0.00225425 0.00184162 0.000276127
internal_weight=0 63.1218 80.7652 65.6052 45.7851 41.9672 39.4595 34.8582 17.3368 5.66288 15.16 31.5798 30.1565 28.506 13.2679 15.2381 12.6608 24.9644 22.9548 20.3915 13.1712 9.49287 17.6068 10.2942 8.28254 16.1227 13.0614 11.6739 3.67829 7.62157
internal_count=3910 1195 2715 2486 819 734 652 551 376 72 229 483 458 434 256 178 147 334 309 260 157 109 224 120 92 206 186 304 48 73
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 4 160 52 1374 52 158 133 52 0 123 9 49 13 475 132 0 124 47 1 49 157 160 15 10 47
split_gain=6.20302 2.85771 2.94181 3.44894 3.89937 2.71148 2.699 2.34969 2.23969 2.21618 1.94909 1.98504 1.93475 1.97007 1.90059 1.84392 2.24959 1.80453 1.79675 1.71267 1.66502 1.65717 1.47244 1.4488 1.38201 1.37158 2.88878 1.75657 1.67982 2.02437
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 0.51224500000000017 -0.092169999999999988 -0.42985499999999993 -0.094679999999999986 0.18936500000000003 0.11034000000000001 -0.39018999999999998 -0.10201499999999998 0.076335000000000014 0.091310000000000016 0.082325000000000023 -0.085974999999999982 -0.0064299999999999991 -0.082139999999999991 0.093105000000000007 -0.06402999999999999 -0.082024999999999987 0.083670000000000008 0.11831500000000002 -0.018544999999999996 -0.057789999999999987 -1.0000000180025095e-35 0.024640000000000006 0.0033400000000000005 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 14 6 -5 7 -4 -2 -8 10 11 -9 13 -10 18 16 -14 20 -3 21 22 -6 -13 -24 -18 -19 -27 28 29 -28
right_child=5 2 3 4 19 -7 8 9 12 -11 -12 17 15 -15 -16 -17 24 25 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0026483226838809057 -0.0027049789085534484 0.00082912189841055672 -0.0028385390691893116 0.0013202542266616722 0.0016555180128280049 0.0024904135484266005 -0.0032106545160517533 -0.0029262646579609705 -0.0028102999028956281 -0.0014355784701947508 -0.0025106476901207422 0.0016352449856118999 -0.0015901164690447849 0.001988354926725857 0.0018397831765448543 -0.0020376095153974566 0.0030866993996645918 0.0021202384929162928 -0.0026142155282818467 0.0027319790012045029 0.0027226962857004404 -0.0026661415461500994 -0.0014102073547449785 0.0016018111750377624 0.0010347372152357205 -0.0033329556207939066 0.001879079787527712 -0.0018289501978076908 -0.0020132165421196035 -0.0004444206702324648
leaf_weight=6.9884744472801676 2.0746000073850146 1.1908811843022675 2.0451203910633948 2.7343531372025565 0.66450776904820941 3.4667520690709344 1.1894685095176161 1.1259266482666124 2.148227613419301 5.1945310318842521 1.5373693881556381 6.25939079653471 2.005254443734894 0.8378542587161063 0.85683511756360609 1.4620681675150979 2.7983693294227256 2.1190171269699958 10.318023580126463 0.47572717256844121 4.3411366678774366 10.548492748290304 3.0867882193997502 1.7704282673075793 13.317647960968293 1.7905356381088555 6.8615830559283477 2.4403347205370656 1.4932815674692381 4.2958333007991314
leaf_count=485 143 30 78 45 8 167 35 25 88 124 41 187 29 9 11 44 26 40 809 18 130 817 40 32 191 28 128 34 16 52
internal_value=0 -0.00105363 -0.000841726 -0.000493673 -0.00153323 0.0002296 8.73872e-05 5.30394e-05 0.000339245 0.000188254 0.000415482 0.000541901 0.000526335 -0.00146386 -0.00197398 0.000829801 0.00106115 0.000655224 -0.00225792 -0.00220075 0.00132866 -0.00241003 0.000784279 -0.000312343 0.00139104 0.000107355 -0.000145308 0.000232904 0.000630638 0.000984485
internal_weight=0 59.5813 52.5928 40.2271 14.4231 47.8575 25.804 44.3908 23.7589 42.3162 37.1216 35.5843 22.5694 2.98608 12.3657 19.5833 18.1213 34.4583 11.5089 11.6887 15.4577 11.213 11.1166 4.85722 16.116 19.0006 16.8816 15.091 12.6507 11.1574
internal_count=3910 2723 2238 1388 888 1187 500 1020 422 877 753 712 387 97 850 290 246 687 839 843 389 825 259 72 217 298 258 230 196 180
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 15 50 12 16 16 40 158 3 0 156 376 9 52 11 13 15 151 2 51 160 48 47 48 42 14 12 147 483 49
split_gain=5.49191 3.12871 2.83527 2.29981 2.13535 2.32385 2.03733 1.9518 1.99886 2.3703 1.90905 1.74131 2.53749 1.63489 1.61447 1.63217 1.58629 1.56939 1.90847 1.59224 1.35074 2.83432 1.22995 1.16417 1.11217 1.07768 1.52139 1.59555 1.08859 1.15196
threshold=0.10113500000000002 0.084050000000000014 0.086465000000000014 -0.071274999999999991 -0.27337499999999998 -0.38486499999999996 0.34489500000000001 0.084965000000000027 -0.115685 -0.11524 0.11896500000000002 0.048695000000000009 -0.016839999999999997 0.0033900000000000002 0.080455000000000013 0.10153000000000002 0.08351500000000002 -0.40391999999999995 0.114165 0.14276500000000003 0.085545000000000024 0.086870000000000017 0.120245 0.085790000000000019 -0.0060199999999999993 0.07802000000000002 -0.036459999999999992 0.088505000000000014 -1.0000000180025095e-35 0.0062100000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -3 24 8 14 13 17 12 -11 23 15 -1 20 -5 25 22 -14 -22 -20 -10 -2 26 -19 28 -28 -30
right_child=3 4 -4 10 -6 -7 -8 -9 9 11 -12 -13 16 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0032091854260434425 -0.00061180769959368031 -0.0024097983622170917 -0.0037019236445084052 -0.0039822343579686498 -0.0035582592779617294 0.0055915485570895863 -0.0042223280331757105 -0.0030814102510634115 0.0012227468417190907 0.0068781203672949346 -0.0043752126192989115 0.0010153694667872715 -0.0029386808434408336 0.0032596707622483331 -0.0022660530319328349 -0.00039414809592902046 0.0049447854657940389 -0.0048227639034866196 0.0034707179217774234 -0.0013446035502923069 -0.0039878034735409146 0.004487501804564269 -0.00044845480001201962 -0.001724870059454832 0.0034961800488193737 -0.0039887036470360087 -0.0040731492594263613 0.0039264616548341392 -0.00024856649729107044 0.0035874018987822201
leaf_weight=5.08898439444601 1.1435772804543374 1.4895501332357528 4.7637991406954816 1.2547671338543356 12.166158158797769 0.83023650106042524 0.64746983349323262 4.1930579026229671 4.0434959363192267 0.45463151484728115 1.3978346614167083 3.2199191488325587 13.996601916849633 2.6670479513704777 1.6462585590779779 2.8973462805151939 0.43266142811626096 0.93608167394996655 5.6993290493264777 1.827450333163142 1.1673557190224522 1.1508249118924139 1.481827203184366 3.833663797006011 6.3012620173394662 1.0935942586511362 0.98540760762990842 1.5311880167573679 12.943313364870834 1.2618760308250774
leaf_count=53 25 46 315 23 1186 12 8 166 53 4 65 37 746 41 45 37 39 14 187 33 78 22 24 43 276 11 39 30 236 16
internal_value=0 -0.00134905 -0.000891079 0.0004824 -0.00291576 0.000453831 0.00229809 -0.000592134 -0.000335041 -0.00080931 -7.25653e-07 -0.00157118 -0.00205533 0.000666271 0.00118961 0.00190194 -0.00229784 0.000210022 0.000399514 0.00184924 -0.00248991 0.000219631 0.002662 -0.000211802 0.00286517 -0.000296964 -6.83253e-05 0.000197827 -0.000178013 9.21904e-05
internal_weight=0 64.0416 49.5556 38.505 14.4859 2.31979 8.09231 44.7918 40.5988 30.9662 30.4127 20.422 17.2021 10.5442 9.63259 7.98633 16.7474 29.0148 27.7601 9.00861 16.3148 2.31818 7.18116 7.87716 7.44484 18.7515 17.6579 16.7218 15.1906 14.2052
internal_count=3910 2923 1679 987 1244 58 309 1364 1198 1063 678 926 889 137 135 90 885 613 590 244 846 100 211 96 301 346 335 321 291 252
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 4 123 3 133 3 3 1 16 12 50 0 475 11 49 159 13 42 2 1 47 4 4 48 148 12
split_gain=23.0964 9.20952 5.64243 4.97935 4.36657 3.50232 3.02328 3.583 2.96815 2.84701 2.28869 2.26089 3.15957 2.08083 1.92852 1.88 2.18938 1.85361 2.33564 1.82377 1.71422 1.63324 1.77681 1.54374 1.95553 3.57467 1.81501 1.39414 1.34334 1.58837
threshold=0.10398500000000001 0.080120000000000011 0.084155000000000021 -0.37613999999999997 0.14114500000000005 0.39574000000000004 1.0000000180025095e-35 -0.11171999999999999 -0.0023199999999999996 0.10666500000000002 -0.097604999999999983 0.12381000000000002 -0.062279999999999995 -0.041094999999999993 0.095565000000000025 -0.052874999999999998 -0.061639999999999993 0.080455000000000013 -0.081274999999999986 -0.094429999999999986 0.10741000000000002 -1.0000000180025095e-35 0.084145000000000011 0.077800000000000022 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 0.12862000000000004 -0.080629999999999993 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 13 9 7 20 -8 10 17 -4 -13 -5 27 16 -9 18 -3 -6 -1 -20 -23 -18 25 26 -25 28 -15 -30
right_child=2 5 11 4 19 -7 8 15 -10 -11 -12 12 -14 14 -16 -17 23 -19 21 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0015060351187957655 -0.0018832443939090816 0.000997196330894713 -0.00088960057646093307 0.0017975322515129358 0.00041623555136647254 0.0015003697884976369 -0.0014997820801474638 0.00072986318542199783 0.001005097329387427 6.6636472975262285e-05 -0.001587878890707114 0.0013174174789180276 -0.00081215029350074127 -0.00026203838996845556 -0.00104649301722549 -0.0018980497414988564 -0.0019069166429096327 -0.0018692857245434949 -0.001823795141931503 -0.0018423863127539268 -0.00028340591935668662 -0.0019789164607138996 3.8594606561663171e-05 -0.00026749984159990092 -0.0019859280448719977 0.0011823449302534083 -0.0019532074394438079 -0.00011417793290654438 0.0016081790662049542 0.00035526737550196864
leaf_weight=3.357969734817746 2.032430747523903 2.445774398744109 10.864353885874154 10.370597455650566 2.1941120736300945 1.373144544661044 1.7533373646438111 3.1807399168610671 8.464322052896021 4.2717960439622393 53.690076984465122 4.5379174016416073 4.0467491801828128 1.8364022597670615 1.5296193473041046 4.1642275843769303 3.418166257441043 4.33761909790337 3.82371343113482 2.1966195274144402 3.2197987511754036 1.7351820562034825 5.8896191734820604 5.0176317803561741 2.5544142797589293 3.5244362466037265 3.2194660156965185 3.0418166406452647 13.239524289965635 4.0592749007046214
leaf_count=32 58 19 139 239 33 13 29 27 87 24 2138 49 46 19 16 85 70 103 129 23 21 31 62 47 31 35 40 31 188 46
internal_value=0 -0.000915698 0.000417208 0.000789735 0.00093096 -0.0012732 -0.000253479 -0.000520966 0.000575263 -0.00132318 -0.00140573 -0.000358536 0.000313555 0.00114287 0.000856486 -0.000822871 -0.000608799 -0.000869326 -0.000557152 -0.00071372 0.000630109 -0.000889211 -0.000420532 -0.000848897 -0.000596278 -0.000294469 -0.000926358 0.00098774 0.00116291 0.00131418
internal_weight=0 119.441 59.9494 40.5004 38.468 77.5669 41.8745 31.6569 10.2177 76.1938 71.922 19.449 8.58467 34.0772 23.7066 25.0791 20.9149 18.2319 13.8943 4.39073 6.57777 11.4485 7.6248 17.7341 14.3159 11.7615 8.2371 22.177 19.1352 17.2988
internal_count=3910 3023 887 653 595 2519 504 388 116 2506 2482 234 95 539 300 335 250 344 241 56 53 222 93 223 153 122 87 284 253 234
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 42 4 16 39 16 50 47 16 52 2 4 47 48 48 43 15 49 51 12 1 4 0 1 12 160
split_gain=17.4623 5.69108 4.41507 4.57597 4.33889 3.38216 3.75614 3.34021 3.03119 3.50986 3.58589 4.01625 2.82037 2.72543 2.60303 2.49293 2.46001 3.4036 2.35943 2.16722 2.07609 2.00266 2.09588 1.60056 1.83443 1.99351 1.47176 1.73672 1.46616 3.95228
threshold=0.094385000000000011 -0.041094999999999993 -0.060094999999999989 0.086245000000000016 0.16699000000000003 0.092635000000000009 -0.49837999999999999 0.26538000000000006 0.15608500000000003 0.062650000000000025 0.11515000000000002 0.11939500000000002 0.67964000000000013 0.10433000000000002 0.09580000000000001 0.39574000000000004 0.084155000000000021 0.11280000000000003 0.12230500000000001 0.083940000000000015 0.024640000000000006 -0.082494999999999985 0.087505000000000013 0.085775000000000004 1.0000000180025095e-35 0.053925000000000008 1.0000000180025095e-35 0.11561500000000001 0.085185000000000025 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 15 8 6 13 19 9 10 11 14 -11 -4 26 23 -2 -18 20 -8 -16 -5 -23 24 28 -26 27 -3 -1 -30
right_child=1 4 5 21 -6 -7 7 -9 -10 12 -12 -13 -14 -15 18 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.002182931701612986 0.0019013822851670847 -0.0012972789469923619 -0.002551728000795513 -0.0019324005807040418 0.0020705010694636048 -0.0021551561485887616 0.002101366652174435 -0.0016712068892637982 0.00235064603443726 -0.0020112563115608361 -0.0018914486016543487 -0.0025984774007099067 0.0017078588162150045 0.0012819712747800349 0.0019037912518706222 0.002567722970336883 -0.0011158255196885539 0.0024772186617596516 -0.0012785238967686974 -6.7869110852749882e-05 -0.00062885305056158917 0.0012649550262264315 -0.0012040290934560898 -0.0021406856177317904 -0.0010117028993666345 0.0019976153463319396 0.0010943042513798617 0.0010835514575846183 -0.0023243239716441038 0.003702341084750775
leaf_weight=12.475289756432177 12.797410527244212 6.87269688583911 3.6833953149616763 2.3848489932715893 4.2294824104756108 4.2290980201214543 6.4686148799955827 2.349702302366496 2.0665946360677472 9.2030727136880142 4.7879318147897711 2.3567787222564212 1.1705577671527851 1.2700697444379327 10.205047285184262 0.66954919695854087 3.8401640690863124 2.0645845346152782 1.7925691306591023 3.6800511926412582 1.9659753590822209 5.1772942692041379 2.6459482964128256 32.470088079571724 8.1712290011346322 1.2993925027549256 2.9015627466142169 2.0187626052647829 1.6344102490693324 0.83851623348891724
leaf_count=471 304 120 73 22 85 90 53 45 32 234 94 30 14 11 136 7 37 35 12 23 17 44 29 1599 145 12 29 16 80 11
internal_value=0 0.000284642 -0.00123091 -0.0015145 -0.000115568 -0.00034449 9.42881e-05 0.000753405 -0.000319486 -0.000446998 -8.61125e-05 0.00022135 -0.00159159 -0.00156877 0.00047937 -0.00176147 0.00134542 0.000140476 0.00113868 0.00131477 0.0014947 -0.000121985 0.000429904 -0.00181242 -0.00137592 -0.000598817 -0.000301295 -0.000756723 -0.00186826 -0.000280811
internal_weight=0 68.2732 89.4475 67.7666 49.571 21.6809 17.4518 12.4984 45.3415 43.275 32.9013 28.1134 10.3736 4.95347 25.7566 57.5585 18.7022 5.90475 13.9636 10.1487 12.171 10.2081 7.82324 56.8889 24.4188 9.47062 11.793 8.89146 14.9482 2.47293
internal_count=3910 1195 2715 2420 819 295 205 121 734 702 454 360 248 84 330 2325 376 72 165 76 153 95 73 2318 719 157 165 136 562 91
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=1 52 159 3 3 1 123 47 52 43 15 14 448 43 132 133 15 3 52 51 1 50 43 15 3 4 2 4 2 2
split_gain=17.1158 5.59088 5.19954 4.21501 6.0365 3.88468 3.47828 3.14405 3.95473 2.98768 2.52964 2.41922 2.27753 1.93938 1.70943 2.1931 1.79521 1.66756 1.57346 1.78485 1.50494 1.28353 2.06442 1.66063 1.20568 1.1574 1.23443 2.23458 1.52121 1.99224
threshold=0.094485000000000013 -0.27466499999999994 -1.0000000180025095e-35 -0.115685 -0.032959999999999996 0.13662500000000002 1.0000000180025095e-35 0.11603500000000001 0.12539500000000003 -0.27619499999999997 0.024640000000000006 0.077685000000000018 -0.06977499999999999 -0.073684999999999987 0.080815000000000012 0.0068000000000000014 -1.0000000180025095e-35 0.086245000000000016 -0.092854999999999979 0.08955500000000001 0.11026000000000001 0.11843500000000001 -1.0000000180025095e-35 -0.09547499999999999 -0.013944999999999997 1.0000000180025095e-35 0.09580000000000001 0.43006500000000009 0.11230000000000001 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 21 11 -5 6 7 8 9 -4 12 14 -11 -6 15 16 -1 24 -19 -20 -12 22 23 -3 -15 -14 27 -27 -28 -30
right_child=1 2 5 4 13 -7 -8 -9 -10 10 20 -13 25 17 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0017411962020612518 -0.0015119122301793782 0.00089399567577603677 -0.002313825341962832 -0.0017164725057043427 0.00067179128624572757 0.0019289282046859573 0.0015198095746116452 -0.0015517026104080616 -0.001838108286825532 -0.0012567404054857345 -0.0018112855062013085 -0.0021016155730506389 0.0021147721788217578 0.00047610799407028093 0.0015193860232390595 -0.0017008225305690863 -0.00030832228047665707 -0.0019951928499849485 0.00039401329269108916 -0.0015165947340611886 0.00058566261765085833 -0.0019998112157979257 0.0014476266625618797 -0.0021448370485358287 -0.001824341980959956 -0.00052990839778167841 0.0025948921704025182 0.0022263308513058729 -0.0013872099138863918 0.00149198834334708
leaf_weight=2.5698809009045345 6.211845699697732 1.0314827058464291 1.3234078474342883 44.203556354157627 4.7468306478112963 9.0383375789970142 9.9737362358719093 3.8265411239117375 2.9115228094160548 1.5660447105765474 2.1478473432362071 2.1546538174152365 4.8750463109463409 1.0735107529908452 3.0570355467498294 2.8466307818889618 5.3053506053984165 1.9447218496352423 8.8019051644951087 2.55577129125595 2.0971323847770691 3.132992772385478 1.7042609583586434 2.4797537196427584 6.5783316846936932 4.1378969922661772 3.0898133479058725 1.6734377425163982 1.2642617151141164 4.2334637884050608
leaf_count=25 170 17 14 2157 46 200 200 55 33 20 54 72 73 13 33 48 51 41 72 32 20 61 21 59 133 44 32 26 11 77
internal_value=0 0.000306464 0.000493145 -0.00105256 -0.00126549 0.000729191 0.000477716 0.00016415 0.000388087 0.000633525 0.000789018 -0.000118375 0.00107748 -0.000489833 0.000191751 -0.000186787 0.000360486 -0.00075298 -0.000322355 -3.5923e-05 -0.00062713 -0.000981589 -0.000369935 -0.00125213 -0.0015016 0.00126714 0.000980155 0.000263781 0.00146494 0.000829885
internal_weight=0 66.7188 60.507 85.8382 69.9046 52.1585 43.1202 33.1464 29.3199 26.4084 25.0849 15.9336 20.84 25.7011 13.7789 10.7219 7.87523 20.9542 13.3024 11.3577 4.24498 8.34849 5.2155 3.51124 7.65184 19.2739 14.3989 5.81133 8.58754 5.49773
internal_count=3910 1187 1017 2723 2494 859 659 459 404 371 357 229 283 337 157 124 76 291 145 104 74 158 97 76 146 263 190 70 120 88
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 39 1348 47 48 14 14 16 12 4 49 49 51 3 3 0 43 455 15 11 3 132 147 0
split_gain=20.1966 7.29978 5.17433 4.17896 5.80791 3.69871 3.86643 3.23285 3.05587 3.00463 3.72502 2.69182 2.59246 2.09186 2.93403 2.70853 1.80448 1.93351 1.86212 1.84845 3.25137 2.76415 2.25307 1.64126 1.63791 2.14887 1.71872 1.66679 1.43449 1.25494
threshold=0.094385000000000011 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.28937500000000005 0.11930500000000001 0.18016500000000005 0.090260000000000021 0.084155000000000021 0.11280000000000003 -0.46879999999999994 0.077685000000000018 0.0072950000000000003 0.092475000000000016 0.053925000000000008 -0.088329999999999978 0.0068800000000000016 0.08955500000000001 0.086245000000000016 -0.016619999999999996 -0.024394999999999997 -0.040589999999999994 0.092155000000000001 -1.0000000180025095e-35 0.077415000000000012 -0.15464999999999998 0.080815000000000012 0.10058000000000002 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 12 -5 7 11 8 13 23 -11 -7 24 14 15 -3 -6 18 19 20 -18 -21 -22 -2 26 27 -1 -26 -13 -16
right_child=1 2 -4 4 16 6 -8 -9 -10 10 -12 28 -14 -15 29 -17 17 -19 -20 21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0022176295049567986 0.0017168718856010227 0.00071098846701318362 0.0016414013658576925 -0.0015436684504423076 -0.0020713930017445484 -0.0011169647810950591 -0.00157307658720903 0.0022703314327641709 0.0019962085087492881 -0.00090736941091612263 0.0019442424501735936 0.0013860016660324824 -0.0018706386597682953 -0.0014049274818964444 -0.00034429766475313072 -0.0012109151037237662 0.0017800580895968835 -0.0014686203543773757 -0.0016118188995085539 0.0013078114307690171 0.00053033909650931465 -0.00073960186325155248 -0.0015774356954502003 -0.00054880828735656532 -0.00039503702255190109 -0.0019337814468108651 -4.7843177352034157e-05 0.0013930897259550141 -0.00043997820707277505 -0.0019386791214294548
leaf_weight=1.9156229868531225 13.220921786502005 7.3382104728370994 4.6368468683212987 51.983198745176196 2.2172120213508633 1.9697705879807461 2.6038370914757243 1.1426962465047825 1.2120576575398434 4.129783295094966 2.1930603664368391 9.4810864217579347 2.5846121776849023 12.965992916375397 2.3814726583659658 3.3349662702530622 1.5826215818524438 4.4401584919542065 2.5166289787739506 5.8245155494660139 2.1902401149273025 3.1918190810829383 5.7461182978004119 1.0815494172275055 6.2328410036861879 2.0806329008191833 2.3096899222582588 2.2073318399488926 1.5677714757621277 4.3879500329494459
leaf_count=14 291 69 85 2152 25 20 28 17 10 37 35 139 72 279 18 32 12 80 32 44 17 36 88 13 51 36 34 22 16 106
internal_value=0 0.000204177 -0.000143042 -0.001024 -0.00119514 -0.000314046 0.000393972 -0.000651649 -0.000757243 0.00109679 8.17041e-05 0.000787399 -0.000237031 -0.000866992 -0.000467117 0.000110466 -0.000541287 -0.000408204 -0.000184546 9.24122e-06 -0.000534238 0.000583019 -0.000995742 0.00154554 4.92983e-05 -0.000324184 0.00097925 7.26061e-05 0.00112691 -0.00137778
internal_weight=0 73.648 53.0227 97.0232 79.6925 48.3858 15.6225 32.7633 31.6207 20.6253 6.32284 13.0186 17.3307 30.4086 17.4426 10.6732 27.7093 25.4921 21.0519 18.5353 9.51898 9.01633 7.93636 14.3025 14.7461 10.5208 4.22531 8.44017 11.0489 6.76942
internal_count=3910 1195 819 2715 2486 734 203 531 514 376 72 175 229 504 225 101 334 309 229 197 117 80 105 304 157 109 48 73 155 124
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 13 3 15 1 49 13 3 1 448 15 159 47 4 4 52 52 2 1 49 16 0 160 16 50 48
split_gain=17.6927 6.33352 5.45667 5.21523 3.49248 3.47559 3.51341 2.84104 2.56519 2.56265 2.2161 2.17498 2.08637 1.96463 1.8746 1.74564 1.72484 3.74669 2.98782 1.94041 1.60675 1.86753 2.46159 1.57809 1.50003 1.75914 1.47575 2.32203 1.45453 1.44544
threshold=0.099595000000000017 0.080120000000000011 -0.27466499999999994 0.086785000000000015 0.12539500000000003 -0.10241499999999999 -0.097604999999999983 0.024640000000000006 0.13702500000000004 -0.081274999999999986 -0.071149999999999977 -0.15121499999999996 0.085990000000000011 -0.069919999999999982 -0.035939999999999993 -0.094429999999999986 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -0.094124999999999986 -0.10201499999999998 0.092745000000000008 0.083370000000000014 -0.14750499999999997 -0.54165499999999989 -0.06402999999999999 -0.082109999999999975 -0.006474999999999999 0.11901000000000002 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 7 20 9 13 24 -7 -9 -1 14 -4 -13 -6 17 18 19 -14 -3 22 -22 -12 -5 -26 27 -11 29 -15
right_child=2 5 3 8 15 6 -8 10 -10 26 23 12 16 28 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010352021532383906 -0.0016868452919437762 -0.0025839190226912587 -0.00061425932246495299 0.0012750034608494788 0.00095504919702593357 0.0012044358786960927 -0.0021149659123152397 0.002139295694757579 0.001458663586336879 -0.0024909636025332639 0.00056413593693984592 -0.0024064304912629997 -0.0015554101830894127 0.0021113482481050056 -0.0006170955860666232 -0.0015917170304774525 -0.0021959533944213038 0.0020531216237041671 -0.0022712818342054335 0.00089470511178554716 -0.0025417694837107339 0.00082260457018696589 0.00091547963566295713 -0.002109397312481393 -0.0015707071444791922 0.00066782614767858578 -0.0019018608126721232 0.0015639539596272718 -0.00076858701956299894 -0.00040192605731616829
leaf_weight=4.9122205749154082 5.7802459783852091 1.5267377868294705 1.7678330205380941 1.4877656176686294 2.3538886141031981 2.7373548932373515 41.659247763454914 1.8077820017933843 2.9781662821769705 1.1829581353813412 2.1812639404088254 4.8368181586265591 2.2803706843405953 22.498661117628224 8.0494007654488069 3.387511381879448 1.799333669245242 3.9998354986309996 3.4457587152719524 6.2111771143972865 2.6761921402066928 5.3689643163233995 1.7627356108278034 2.384986130520701 9.5422923769801837 2.2360206842422494 6.4974089898169032 1.8979605361819256 1.0373473167419422 1.246250845491885
leaf_count=37 149 26 21 15 38 22 2048 24 32 30 28 117 38 465 99 40 24 31 40 54 56 42 30 28 126 32 176 21 11 10
internal_value=0 -0.00113978 0.000412545 0.000633544 0.00108731 -0.0015597 -0.00179984 0.00137241 -0.000446547 -0.000733908 1.05155e-05 -0.000367996 -0.000593085 0.00169937 -0.00128872 -0.000547581 -8.76799e-05 0.000150348 -0.000487215 0.000236737 -0.000416154 -7.87101e-05 -0.00116887 -0.00083227 -0.000874257 -0.00114574 -0.00128786 7.01649e-06 0.00186441 0.00197944
internal_weight=0 100.844 60.69 54.9098 38.6655 65.3096 53.9749 32.9241 16.2442 12.3157 6.37403 35.5349 30.6227 26.5501 12.8862 5.7414 17.7365 15.9371 11.9373 8.49155 11.3346 9.80789 4.43893 4.56625 13.2661 11.7783 9.57833 3.08092 24.7823 23.7449
internal_count=3910 2891 1019 870 665 2451 2297 587 205 249 80 440 403 507 216 78 187 163 132 92 154 128 86 56 173 158 227 51 486 475
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 15 12 484 42 160 40 52 52 457 133 51 39 48 50 2 160 2 42 13 1 484 12 13 13 52 4 3 0 376
split_gain=13.4143 4.94049 3.9694 3.67011 3.10482 2.90626 2.8999 2.87139 2.86019 2.82272 2.40078 2.37059 2.83079 2.5177 4.21292 2.87053 2.94405 2.27541 2.77416 2.24344 2.02324 1.98856 1.98312 1.93604 2.03111 1.83481 2.31186 2.4456 2.22258 1.83113
threshold=0.10113500000000002 0.084050000000000014 -0.071274999999999991 -0.0043499999999999988 -1.0000000180025095e-35 -0.096329999999999985 0.34489500000000001 -0.42035499999999998 -0.42985499999999993 -0.0015249999999999997 0.10599500000000002 -0.40274499999999996 0.11592000000000001 0.11930500000000001 0.11515000000000002 0.11462500000000002 -0.078874999999999987 0.091985000000000011 0.093535000000000021 -0.26418499999999995 1.0000000180025095e-35 0.087270000000000014 0.11742500000000002 0.098990000000000009 0.16421000000000002 0.085520000000000013 -0.018664999999999998 -0.096724999999999992 -0.230625 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 20 -6 -2 -7 -4 -9 17 -10 13 14 15 16 -13 21 -19 -3 29 25 -18 -21 -25 26 -11 -28 -29 -5
right_child=2 19 8 4 5 7 -8 9 11 10 -12 12 -14 -15 -16 -17 22 18 -20 23 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0018859724893033952 0.0017000609837559419 0.0021629999252073349 -0.0020858092225969072 -0.0021412751431207485 -0.0016679443085091869 -0.0017594106395014822 -0.0023070303281857293 -0.0016111131947774207 -0.0015539210837782096 0.0016140530086039789 -0.0019743945175207485 -0.0015302803508714623 0.0024584352428235587 -0.00095465797953146899 -0.0021882641299810681 0.0018232184330442868 0.0010946664085818832 0.0015556589337729979 -0.00096309475959008577 -0.0020949573100609029 8.2128314665729247e-05 -0.0020254711016978177 -0.00086394449374223054 0.00097953241140472775 -0.0021338048907623961 -0.0019540284641061975 0.001712775345928346 0.0022403324348777573 -0.0010204668579800224 0.0013604006449205049
leaf_weight=8.2570604449138028 11.213655579835173 0.59914804995060222 2.3444150974974027 7.9750272156670672 4.9204184841364613 3.5458744801580897 0.8025325760245331 3.3867858350276938 2.841507837176322 4.7794604860246155 1.7593976883217681 3.0381671115756168 2.5214751567691556 6.1378253083676091 2.2125581055879584 7.1826501339673987 10.469472721219061 10.684242743067442 2.1840163180604568 18.412199066951874 2.9563766224309793 1.7912805564701546 2.6957235354930154 1.9016936253756278 1.6001199865713713 1.454551625996827 2.4013637155294392 0.98622829839586756 7.159320369362848 0.67141741886734951
leaf_count=364 301 4 114 353 176 149 8 81 50 60 27 40 46 76 53 156 118 99 45 1140 51 53 25 30 70 24 22 7 163 5
internal_value=0 -0.000902698 0.000407745 -0.000617611 -0.000432759 -0.000190836 0.00143244 -9.73674e-06 9.55824e-05 0.000159837 0.000340495 0.000233431 0.000381682 0.000216683 0.000497538 0.000751642 0.000276633 0.000470035 0.00112817 -0.0017247 -0.00137213 1.40267e-05 0.000693619 -0.00183099 -0.000443077 0.000231733 0.000439173 -9.3238e-05 -0.000625663 -0.00186936
internal_weight=0 87.426 51.46 64.9128 56.6558 45.0529 12.0162 40.1325 39.4438 36.5866 33.1999 37.0994 34.2579 31.7364 25.5986 23.386 16.2034 31.4405 12.8683 22.5132 11.6028 18.5722 13.1652 21.914 3.50181 16.7809 15.3264 10.5469 8.14555 8.64644
internal_count=3910 2923 987 1679 1315 906 309 730 678 581 500 564 514 468 392 339 183 473 144 1244 409 329 143 1240 100 276 252 192 170 358
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 4 0 15 1 51 474 48 50 42 43 49 148 123 15 4 159 13 50 4 4 1 47 16 48 16
split_gain=25.0333 7.66379 6.45256 6.06594 4.08023 3.45934 3.36071 2.82833 2.54548 2.53666 3.02396 2.2315 2.29557 2.12972 2.66633 2.12965 2.03974 1.91675 1.84264 1.76 1.74769 1.74592 1.5637 2.06451 3.88384 3.46504 3.68858 1.38253 2.33222 1.36757
threshold=0.10113500000000002 0.080120000000000011 -0.37613999999999997 0.086785000000000015 0.12539500000000003 0.39574000000000004 -0.060094999999999989 0.024640000000000006 0.13702500000000004 -0.10145999999999998 0.085435000000000025 0.12862000000000004 0.11901000000000002 0.092635000000000009 -0.18906999999999999 -0.029304999999999998 -0.082389999999999977 0.08128500000000001 0.079360000000000014 -0.51381999999999983 -0.094429999999999986 -0.26418499999999995 0.083475000000000008 -0.0025899999999999994 0.0057500000000000008 0.077800000000000022 0.077735000000000012 -0.049719999999999993 0.086350000000000024 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 7 6 21 11 17 -1 18 12 16 14 -8 -9 -4 29 22 -16 -6 -3 23 27 -25 -26 -27 -11 -29 -5
right_child=2 5 3 8 20 -7 13 15 -10 10 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0016501319191071005 -0.0014360429723047925 0.00012747015326087765 -0.00060403134407980479 0.00038210143711059564 0.00065715255240354916 0.0017223520744114196 0.0020719467762580161 0.00078977245086822817 0.0011410529056774322 0.0012082504126917424 0.0013062091568196332 -0.00062990467907305661 -0.00089169831850380505 -0.0019220938275625495 -0.0021017723915050046 -0.0013607916344121924 0.0017301214050217165 0.00074408479131207229 -0.0019661922358337083 -0.00017845895396667954 -0.0012361267722981683 -0.0016155544932131463 -0.0016317594646674549 -0.0018198705038322751 -0.0016983253588422097 0.0017459660940765335 -0.00095111985827095512 -0.00061861979305964144 0.0015338075001827991 -0.0012643037310384909
leaf_weight=4.5020587202161542 5.8174045570194712 1.9269254431128491 1.2777397930622196 1.975762516260146 2.8126201145350933 1.1835196092724789 1.4332203231751908 4.7112793698906898 3.0516171641647807 4.340746108442544 3.8010379597544661 1.6816754043102253 1.2383512556552876 3.0579893309622994 1.9331206530332536 2.1935916133224955 25.553548812866211 2.5412134602665892 2.2528323736041775 7.7324094660580167 3.6302865426987401 60.974149994552135 2.5350033380091181 5.4510451108217266 2.5914679449051601 4.4179376810789108 2.6289520487189293 6.1448678895831126 2.2300634160637856 9.6464149020612258
leaf_count=91 136 13 15 19 38 11 8 53 32 32 32 12 12 77 25 23 460 29 38 85 38 2245 30 62 47 33 26 47 21 120
internal_value=0 -0.00100597 0.000377277 0.000552175 0.000913524 -0.00133656 -0.00138354 0.00114609 -0.00035249 -0.000373494 -0.00021557 0.00138735 0.0015082 -0.000589902 -0.000222849 0.000106565 0.00161897 -0.000674286 -0.000393042 -0.000563125 -0.000409625 -0.00156216 -0.000276232 -0.000152647 -0.000603618 8.42431e-05 0.000739776 0.000382509 -4.54749e-05 -0.000984416
internal_weight=0 119.137 66.1315 60.3141 43.0991 78.2413 77.0578 36.6562 17.215 40.896 36.394 29.7513 28.0696 14.1567 11.0988 6.90487 26.8313 14.1634 32.5929 9.66553 6.44291 62.9011 30.3401 27.8051 15.0894 9.63836 7.04689 12.7157 8.37493 11.6222
internal_count=3910 2923 987 851 651 2464 2453 575 200 459 368 499 487 195 118 76 475 168 336 110 76 2258 298 268 168 106 59 100 68 139
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 12 4 3 3 3 453 128 457 39 14 52 47 15 150 1 0 46 122 52 15 0 14 106 2 0 16 46 52 151
split_gain=31.0058 11.6985 8.22847 6.67091 6.25106 6.10631 4.83018 3.81905 3.80497 3.94361 3.55721 3.0094 2.97132 2.48687 2.47426 2.26843 3.1247 1.85276 2.21401 1.79781 1.81275 2.16258 1.78045 1.7416 1.73582 1.41229 1.28923 1.19421 1.11822 1.05192
threshold=0.092550000000000007 -1.0000000180025095e-35 0.18622000000000002 0.24227500000000002 -0.115685 -0.032959999999999996 1.0000000180025095e-35 0.092725000000000016 0.081330000000000013 0.14706500000000003 0.077685000000000018 0.26391000000000003 0.11939500000000002 -0.008624999999999999 -0.088794999999999985 0.083065000000000014 -0.060094999999999989 0.092020000000000005 0.089350000000000013 -0.096614999999999993 0.079360000000000014 -0.11287999999999999 -0.46637499999999993 0.091500000000000012 0.088675000000000018 -0.23029999999999998 -0.092014999999999986 0.13493000000000002 -0.066329999999999986 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 8 10 -6 11 17 9 14 15 12 22 25 -3 16 -1 18 23 -15 21 -21 -4 29 -23 26 -7 -16 -10 -2
right_child=1 2 6 -5 5 13 -8 -9 28 -11 -12 -13 -14 19 27 -17 -18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014747998600225538 0.001715156879864991 0.0013519941432006486 -0.00020118601106138885 0.0014899641426803516 -0.0015352759613308511 0.00045015516621389149 -0.0019518409438384961 -0.0014575167466448901 -0.00031262743900025504 0.0018800620480298078 -0.0017933196538251032 -0.0011898471752527905 -0.00088804664724135901 -0.0014936555410616245 -0.0014454004642646258 0.0013832148744735561 0.00037327888987804115 -0.00048561680385096026 -0.00055208503562681629 0.0016597395951536769 -0.0010872542286927539 -0.0010990348518449108 0.0014021627182980332 4.5303843131609566e-07 0.00061728844657801482 -0.0015115054083001465 -0.0013372996291062967 0.00038480889465523276 0.0013496798707022088 9.5867112322546279e-05
leaf_weight=3.6991611979901782 21.889986015856284 0.98092994838953629 2.2253567390143969 3.6595768220722666 62.68807870708406 2.5091479606926441 1.9438633508980263 1.528878554701804 2.3017090559005737 1.1737499125301827 3.2050018217414609 1.946180798113345 2.1243808269500724 2.3020566552877417 24.776347620412711 3.3369740694761267 8.6451676264405268 1.6004164442419995 1.5824148952960957 2.9679561480879766 2.7500034496188155 2.74073451384902 16.519758202135566 2.0166236348450175 4.2653938457369804 8.9034677669405955 2.0980127565562716 1.0524139404296864 2.2819739393889895 1.1981732919812191
leaf_count=62 332 9 22 55 2093 18 20 13 24 16 72 18 18 41 484 32 55 16 13 18 31 32 180 28 25 120 25 8 17 13
internal_value=0 0.000269154 -0.000153174 -0.000664174 -0.0010591 -0.00124154 0.000594492 0.00113298 -0.000906235 -0.00113902 -0.000177923 0.000811436 0.000998066 -0.000596262 -0.0012712 0.000152238 -0.000180525 0.00127299 0.00137845 -0.000125221 0.000122358 0.000455866 0.00121182 0.00150013 -5.41218e-05 -0.00112014 -0.000363818 -0.00137083 0.000514948 0.00163112
internal_weight=0 90.8027 60.9862 36.2267 110.111 91.2249 24.7595 29.8165 32.5671 27.9834 18.8863 22.8157 20.8695 28.5368 26.8097 15.6813 12.3443 28.2876 26.6872 15.0261 12.7241 9.97408 18.7451 25.1048 7.00613 13.5106 4.60716 25.8288 4.58368 23.0882
internal_count=3910 1286 871 613 2624 2403 258 415 558 517 221 238 220 310 501 149 117 402 386 147 106 75 202 373 57 163 43 492 41 345
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=1 12 150 0 3 4 151 42 4 16 4 2 52 4 4 43 159 49 51 38 0 1 47 151 2 48 1 1429 15 48
split_gain=25.4673 7.74825 5.69152 5.21286 6.27816 5.03841 4.70741 3.8784 4.74663 3.91444 3.19467 3.06977 2.94152 2.87384 4.9504 2.71522 2.49391 2.40972 2.64157 2.25553 1.94536 1.94782 1.83121 1.70406 1.63625 1.63028 1.55067 1.51117 1.36853 1.36432
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.060094999999999989 0.086245000000000016 0.22584000000000001 -0.0095999999999999992 0.092635000000000009 -0.49837999999999999 0.26538000000000006 0.39574000000000004 0.114165 0.10433000000000002 0.41171000000000008 -0.00027999999999999998 0.083940000000000015 -1.0000000180025095e-35 -0.082494999999999985 0.087505000000000013 0.084445000000000006 -0.11524 0.089895000000000017 0.11861000000000001 -0.0095999999999999992 -1.0000000180025095e-35 0.090530000000000013 0.10752500000000002 0.079720000000000013 -0.008624999999999999 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 5 4 10 11 -7 8 12 15 20 24 -5 14 -2 -10 -8 -6 28 29 21 27 26 -4 -3 -25 -18 -1 -19 -16
right_child=1 2 23 7 17 6 16 -9 9 -11 -12 -13 -14 -15 19 -17 22 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013972712633716147 0.0014596344292072889 0.00043846586385884971 0.0014691588366831587 -0.001962592409832032 -0.0014844535741449021 -0.0017241462658693417 -0.0012871145838310443 -0.0017104534754849056 0.0016412540765188702 -0.0012554481224627148 0.0020042297117213222 0.00015256607241051173 0.0009511012677256305 0.0018290599899399205 -0.00042254650500390132 -0.00014482469998782429 0.00011474442748511242 0.00020362932604903194 -0.00091403164271398505 -0.0018157701592430731 -0.0015728813758321197 0.00075093287129480372 -0.00054099972154584024 -0.00070373874404916189 -0.0014306358215769033 0.0011211300036641943 0.0016440109057218987 0.0003617542336102222 0.0018864605159647171 0.0014412810501872554
leaf_weight=9.0536797903478128 9.2098269201815146 1.5012506358325506 6.8854476809501648 4.4283594228327319 2.5701652914285651 2.8169727027416256 1.6303257159888769 4.7517183721065512 7.1933875940740091 2.7837218567729005 0.79907333105802436 5.8498214334249488 1.3229585550725458 8.8195364512503129 3.3639119900763061 3.8370952121913433 2.6059461534023232 2.7042784541845313 2.9372430890798569 2.3362842723727226 59.583460716530681 1.9334010556340206 1.9804473817348469 2.8898274935781938 16.631453789770607 2.8672744110226631 7.7368268445134163 1.706477679312228 2.9932869952172032 1.7580731958150861
leaf_count=165 136 15 95 73 22 29 19 90 53 46 7 73 11 192 29 23 18 22 29 19 2129 18 14 33 363 28 99 13 22 25
internal_value=0 0.000259756 -0.000111514 -0.00102032 -0.0012221 -0.000423308 0.000297649 -0.000320955 1.65012e-05 0.000561426 -0.00140535 -0.00092746 -0.00129236 0.00103755 0.000618745 0.00101994 0.000705814 -2.70091e-05 0.000406802 -0.000419626 -0.00144304 -0.000833593 0.000969473 0.000893548 -0.00127589 0.000205121 0.0012587 -0.0011183 0.00108773 0.000217195
internal_weight=0 78.8832 53.3956 108.598 84.2811 40.753 16.7705 24.3172 19.5655 13.8142 73.0761 23.9825 5.75132 25.4876 16.6681 11.0305 13.9535 11.205 8.63481 7.45827 72.277 12.6936 12.3232 12.6425 18.1327 5.7571 10.3428 10.7602 5.69757 5.12199
internal_count=3910 1187 786 2723 2427 630 179 296 206 122 2332 451 84 401 209 76 150 95 73 73 2325 196 131 156 378 61 117 178 44 54
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=1 52 3 3 52 51 1 123 47 43 14 15 448 4 3 4 15 132 13 3 2 51 474 148 48 4 2 14 3 43
split_gain=8.25582 3.15257 2.91029 4.16901 2.74286 2.63232 2.62632 2.38315 2.22335 1.96702 1.9105 1.69915 2.10609 1.72395 1.47601 1.40415 1.27103 1.43441 1.31935 1.24201 1.61241 1.23949 1.79442 1.2393 1.70271 1.25753 1.19818 1.05939 1.05494 1.05349
threshold=0.094485000000000013 -0.42985499999999993 -0.115685 -0.032959999999999996 0.18936500000000003 -0.40274499999999996 0.13662500000000002 1.0000000180025095e-35 0.12339500000000002 -0.27619499999999997 0.077685000000000018 0.024640000000000006 -0.069919999999999982 -0.00027999999999999998 -0.016619999999999996 0.22584000000000001 -1.0000000180025095e-35 0.080815000000000012 -0.083924999999999986 -0.0038649999999999999 1.0000000180025095e-35 -0.10145999999999998 0.084655000000000022 -1.0000000180025095e-35 0.11930500000000001 0.004850000000000001 0.091985000000000011 -0.46879999999999994 -0.15464999999999998 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 10 29 5 -3 7 8 9 -7 16 12 -11 -14 -5 -13 28 18 -18 -9 -21 -16 26 -15 25 -25 -23 -27 -1 -4
right_child=1 4 3 14 -6 6 -8 19 -10 11 -12 15 13 23 21 -17 17 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0044057182901294937 -0.0036913743803994969 -0.0026396268003099467 -0.0020895986583843772 0.0026470555516436255 -0.0017506132790105924 -0.004175319520008958 0.0030813823901421986 0.003558507950357706 -0.0033381166878970261 -0.003340313123512754 -0.0037456010670273389 -0.002875091945494292 0.0036753696674839886 0.0040280853840851975 -0.003762342181670359 0.0015749870691333947 0.0016518457506269966 0.0025268178965298107 -0.0020116035611759025 -0.0026165611962246788 0.0028294230972277668 -0.0021960270594958541 0.0021270871696796793 -0.0024320219667648977 -0.0027877488902604487 -0.0013745893500338975 -0.00021150429564373917 0.0019683287286780776 0.00026928757109536463 -0.0034357993770529078
leaf_weight=1.6533546652644875 2.3874685429036608 2.629787975922226 14.350080749951301 1.5648244237527276 5.9245588993653646 1.1338268984109223 7.1572776539251199 4.8535911906510592 2.1745989620685569 1.2744896337390077 1.6057484708726395 2.7821903675794593 3.6771009154617866 1.4856302104890478 1.915997552685442 1.3884434551000593 1.7364780213683815 1.8671613391488788 4.9297521738335499 1.2106183320283883 1.7179182916879652 7.5849681496620205 2.5179907884448758 1.2019125819205942 1.735957462340594 1.4493202883750296 8.3482572566717845 8.5066425446420784 1.5703695956617583 16.127926450222734
leaf_count=14 143 52 890 22 133 14 205 141 35 18 72 74 71 35 71 9 18 25 66 24 42 118 25 22 18 20 101 131 34 1267
internal_value=0 0.000366627 -0.00155336 -0.00193725 0.000559224 0.000867583 0.0010885 0.000676166 0.000165068 0.000474297 -4.77243e-05 0.000698615 0.00115001 0.00146695 -0.000735589 -0.00139362 0.00045732 -0.000273084 -0.00105732 0.00243694 0.000578125 -0.000995479 -0.000708165 0.000902217 0.000542054 0.00106011 -0.00115623 0.00148169 0.00239074 -0.00280196
internal_weight=0 52.6913 65.7729 52.41 50.3039 44.3793 41.7495 34.5922 26.8101 24.6355 13.3629 23.5017 19.3311 18.0566 21.932 4.17063 11.7571 8.53339 6.66623 7.78213 2.92854 20.3672 18.4512 14.3795 12.8938 11.1579 15.9332 9.95596 3.22372 30.478
internal_count=3910 1187 2723 2494 1044 911 859 654 447 412 229 398 315 297 337 83 157 109 84 207 66 315 244 226 191 173 219 151 48 2157
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 0 38 4 1348 39 16 160 12 48 15 3 41 51 42 42 2 50 4 1 457 2 2 43 13 1375
split_gain=19.5456 6.29817 5.72561 3.40736 3.22858 3.52299 3.08529 2.91918 2.74513 2.78743 2.48866 2.77916 2.4055 2.57493 2.18766 2.2485 2.06982 2.17204 2.03167 2.76692 2.14871 1.89432 2.20596 2.59441 2.80989 3.04089 1.83419 1.80901 1.79006 1.54053
threshold=0.10113500000000002 0.080120000000000011 -0.071274999999999991 0.16699000000000003 0.39574000000000004 -0.060094999999999989 0.13584500000000002 0.50657000000000008 0.090050000000000005 0.15608500000000003 0.054425000000000008 -1.0000000180025095e-35 0.11742500000000002 0.11930500000000001 0.079360000000000014 -0.15002999999999997 0.077550000000000022 -0.10145999999999998 0.092635000000000009 0.084685000000000024 0.091985000000000011 0.081160000000000024 -0.017449999999999997 1.0000000180025095e-35 -0.0015249999999999997 -0.0098549999999999974 0.10488500000000002 -0.073139999999999983 -0.26418499999999995 -0.089714999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 6 7 5 28 -2 8 9 10 11 -4 13 26 15 -1 17 -17 19 20 -7 22 -19 -24 -25 -26 27 -13 -3 -27
right_child=2 4 3 -5 -6 18 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 21 -20 -21 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.00097911763019841759 0.0015781198153382247 0.00021591735584657458 -0.0014295863073526126 0.0014584743840876601 0.0017848116530007644 -0.0021954297863485974 -0.0017834960331367064 0.0012260398965364928 0.0018398445645012164 0.0018276407007038534 -0.001353856339418774 0.0016300063871303543 -0.0015095130026038532 -0.0008542504720520824 -0.0019820075901527778 -0.0016998020804875136 -0.0020010949561465358 0.00096154691786498386 -0.0019241848128673715 0.001913828457789978 -4.5105104377517699e-05 -0.0016165443265681043 -0.0020023893105925407 -0.0019933529444240428 -0.0015391251094361929 -0.00040789033453045157 0.0016530303136850738 -0.00057986630765254413 -0.001593963928224905 0.0013202833836675576
leaf_weight=4.5413904227316371 13.756663825362917 1.8844269923865784 4.9707502368837622 5.0354606043547383 1.1310663111507882 2.0191449336707574 0.97250562161207277 4.6356593407690516 1.8638510741293419 1.717638038098811 9.2436430994421226 1.832536010071635 2.5709317028522483 3.9598461911082259 2.5058740191161624 3.0768719129264417 2.4595553856343022 6.7521699424833157 2.5739009119570246 1.8419811725616444 6.5966876167804003 2.3916615322232238 2.4681360535323575 1.9289215244352913 2.1767030507326188 2.3264663890004256 5.141134075820446 3.7627167496830278 51.576027700677514 6.5399042703211014
leaf_count=34 300 13 66 96 11 22 9 79 24 22 202 15 27 38 47 78 44 57 77 19 77 31 45 19 30 19 66 43 2245 55
internal_value=0 -0.000939395 0.000369818 4.50528e-05 -0.0012709 -0.00132288 0.00135617 -0.000134228 -0.000314068 -0.000434992 -0.000558442 -0.000227811 0.000118147 0.000402887 -0.000336247 -0.000217267 -0.000397651 -0.000255075 -0.000472529 -0.000115244 -0.00054904 -7.42567e-05 9.19554e-05 -0.000288328 3.78002e-05 0.000392587 0.000866551 0.000143903 -0.00153017 0.000866824
internal_weight=0 104.791 59.4633 44.7342 67.6232 66.4922 14.7292 39.6987 35.063 33.1992 31.4816 22.2379 17.2672 14.6962 37.1677 34.6618 30.1204 27.6608 13.0317 10.4578 8.61583 24.584 22.1923 15.4401 12.972 11.0431 10.7364 5.59525 53.4605 8.86637
internal_count=3910 2923 987 678 2464 2453 309 582 503 479 457 255 189 162 459 412 378 334 195 118 99 256 225 168 123 104 124 58 2258 74
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=4 12 49 3 14 132 151 376 133 13 38 0 1 49 160 42 151 133 43 43 131 3 0 133 1 48 15 11 48 150
split_gain=7.67815 5.55192 2.69886 2.67282 2.56504 2.26454 2.2558 2.17311 2.04756 1.95336 2.39385 1.78242 1.8097 2.46205 2.88812 1.66185 1.59854 1.46875 2.72771 2.87622 1.91796 2.45556 1.6543 1.63688 1.34831 2.05312 1.88156 1.5899 1.23319 1.58091
threshold=0.27020000000000005 0.080120000000000011 -0.062504999999999991 0.10666500000000002 0.077685000000000018 0.080815000000000012 -0.27336999999999995 0.048375000000000008 -0.069944999999999993 -0.10939499999999998 1.0000000180025095e-35 0.076335000000000014 0.12730000000000002 -0.088329999999999978 0.08234000000000001 -0.089024999999999979 -0.051109999999999996 0.084285000000000013 -0.074254999999999988 -0.075819999999999985 0.088495000000000004 -0.078669999999999976 -0.13027499999999997 0.065880000000000008 0.11774500000000002 -0.064549999999999982 -0.14487999999999998 0.088315000000000018 0.085090000000000013 0.084475000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 17 5 7 -2 8 -1 10 -10 12 13 -3 -15 -9 28 18 19 20 21 23 -20 -4 25 -8 27 -27 -11 -30
right_child=6 2 3 -5 -6 -7 24 15 9 16 -12 -13 -14 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0033840552905820467 -0.0027369014696654206 -0.0026658622579992476 -0.0016394994994941958 0.0008437229286704888 -0.0031846621484057651 0.0024695663194022051 0.0032919043701640626 -0.0012293107672649124 0.0034228895757325573 0.0023555043034166963 -0.0016378809845701029 0.0039749860877142133 0.0033864904492988748 -0.0020405415570500566 0.0036770078375698984 0.0022134485126964862 -0.0010349584741410958 -0.0030699492018260287 3.3440178713107726e-05 0.0045324404271986857 -0.0031633035675014652 0.0038573105768338984 -0.0029005154947363255 0.0027445167104429473 0.0024435869655261783 0.0017313802734434708 -0.0028225585415250472 -0.0020581121213191301 -0.0029701552098810764 0.0015981975685687843
leaf_weight=2.1751136416569379 1.2735228091478372 4.0812482945621005 5.4676394434645763 3.062358744442462 2.4333217823877922 3.4004468917846671 2.2777086365967989 1.7556024268269537 2.623853491619236 2.6550391316413977 1.3338186852633951 0.91562814638018686 0.97907208465039719 1.6287829382345056 1.7169402856379745 5.427462567575275 19.004108956083645 11.424795245751737 2.0689244735985985 0.94557721819728513 2.9682299364358187 1.16702356096357 15.002912552095955 0.94502760842442501 7.9288194198161355 4.3253633137792349 1.7619138648733512 1.3821913022547958 1.3535953396931293 1.5230942666530607
leaf_count=53 20 110 204 22 45 58 53 19 62 31 15 6 22 51 15 115 297 926 43 17 174 31 1044 37 269 74 42 14 20 21
internal_value=0 -0.000925528 -0.00160088 -0.00192577 -0.000115858 6.51599e-05 0.00121683 -0.000150842 -0.000507518 -0.000287931 0.0017173 -0.000100327 -0.00054423 -0.0010624 0.00089356 0.00137201 -0.000611379 -0.00213786 -0.00176506 -0.000606657 -0.00106736 -0.000246577 -0.00254495 -0.000993432 0.00150169 0.000735499 -4.40407e-05 0.000813684 0.000843818 -0.000551392
internal_weight=0 96.0596 52.3742 43.0525 43.6855 41.2521 18.9495 37.8517 30.6686 28.4935 3.95767 9.32167 8.40604 7.42697 3.34572 7.18306 24.5358 39.9901 28.5653 11.4935 10.5479 7.57969 17.0718 6.41267 17.676 9.74718 7.46947 5.70755 5.53173 2.87669
internal_count=3910 3438 2702 2498 736 691 472 633 499 446 77 204 198 176 66 134 369 2476 1550 463 446 272 1087 241 452 183 130 88 72 41
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=4 12 43 453 3 50 1 39 48 43 52 13 11 0 52 2 42 48 8 42 457 43 49 481 1 4 3 2 16 16
split_gain=21.638 10.6144 5.2412 4.85418 4.48452 4.06914 3.95772 3.90988 3.15323 2.60943 2.50812 1.95298 2.02056 1.77926 1.63024 1.60247 1.58979 2.05574 1.56507 1.56065 1.41932 2.19923 1.30096 1.46644 1.43906 1.59115 3.57012 2.70994 1.35286 0.892442
threshold=0.28937500000000005 0.051320000000000005 -0.049504999999999987 1.0000000180025095e-35 0.24227500000000002 0.11901000000000002 0.091440000000000007 0.14706500000000003 0.13342000000000001 -0.24333999999999997 -0.0093349999999999978 -0.10241499999999999 0.077165000000000025 -0.071924999999999989 -0.087094999999999992 -0.13811499999999996 0.087765000000000024 0.088120000000000018 0.091215000000000004 0.083970000000000017 0.081330000000000013 -0.00084499999999999994 -0.085974999999999982 -0.0079799999999999992 0.085990000000000011 -0.0010999999999999996 0.094625000000000015 0.089910000000000004 -1.0000000180025095e-35 -0.00083999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 13 11 15 -8 -6 12 19 -1 -4 18 -11 -18 -2 -3 -13 29 -16 -24 28 26 -26 -27 -25 -22
right_child=3 7 4 -5 10 -7 9 -9 -10 16 -12 20 -14 -15 22 -17 17 -19 -20 -21 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0014286435026723884 -0.00021228146999815163 -0.00014956760132085295 -0.0013972925404263127 -0.0013909668839927924 0.0014923976469386091 -0.0011295352034152569 -0.00065823747815539342 0.0015203741018000078 -0.0012501189294036427 0.0014097189619896614 -0.00039102210633234005 -0.0013374817547579581 -0.0015661781242392492 -7.8824417536053248e-05 -0.0016631512096782852 0.0012992796747644973 -0.00090167930578619005 0.0015112762117470168 0.0015101175548402764 -0.0012776542097573751 -0.0014978406271163934 0.00043411377837498862 -0.0016226227922770185 -0.001455992952163151 0.0012998584624988997 -0.0013397885249511938 -0.0010340577520475164 3.728528224859134e-05 -5.8763274801468459e-05 -0.00013320477091971077
leaf_weight=3.3505564406514168 3.2109009139239886 8.4749470911920088 10.881974980235098 2.5105327665805808 2.3821911122649908 2.2044276818633071 2.3785187639296064 1.0259505603462447 1.2684178203344334 5.9443915691226685 3.3397460877895346 104.2749053593725 4.5940401814877978 4.4988404326140907 2.838859360665082 12.716378116980197 1.6185347102582457 1.2159447595477102 1.5326114371418951 3.3708812408149234 4.2983107678592205 2.3000042662024489 2.8035012260079446 5.1169645003974438 3.0417885966599068 5.3925532102584768 2.2365091219544411 5.868384700268507 1.8573939539492155 1.2070586010813711
leaf_count=36 35 53 134 22 54 18 17 19 11 115 36 2451 62 38 24 309 18 22 31 61 77 22 32 58 27 44 17 39 14 14
internal_value=0 -0.000974592 -0.00051106 0.00045161 -0.000768158 0.000672597 0.000107917 -0.00120633 0.000884718 0.000644642 0.000393094 -0.0012281 -0.000776739 -0.000655002 -0.000934116 0.00103981 0.00099764 0.000133439 0.000344219 -0.000470579 -0.00129431 -0.000717519 -0.000761242 -0.000663952 -0.000549651 -0.000324372 0.000310936 -0.000622157 -0.00108389 -0.00119864
internal_weight=0 194.313 64.7667 23.4433 45.7599 20.9327 19.0068 129.546 18.7283 11.1574 5.72194 128.52 16.4399 7.8494 40.0379 17.4599 8.77887 2.83448 4.74351 11.8458 112.08 7.80537 29.156 26.3171 23.5136 16.5392 5.2783 11.2609 6.97436 5.50537
internal_count=3910 3484 725 426 479 404 246 2759 386 172 90 2740 176 74 389 375 155 40 66 114 2564 113 255 231 199 127 44 83 72 91
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 15 484 42 4 160 52 160 13 13 457 133 41 52 33 12 13 43 1375 159 157 1 2 38 12 48 51 51 376 159
split_gain=7.28517 3.76083 3.36431 2.73221 2.54129 2.53839 2.67045 2.33139 1.99382 2.06581 1.98725 2.09069 1.98708 1.88359 1.85736 1.84924 1.82939 1.78933 1.70861 1.67025 1.6611 1.53784 1.49751 1.87989 2.0456 1.99299 1.9401 1.5646 1.43175 1.41832
threshold=0.10398500000000001 0.084050000000000014 -0.0043499999999999988 -1.0000000180025095e-35 0.51224500000000017 -0.096329999999999985 -0.42035499999999998 -0.079234999999999986 -0.26418499999999995 0.098990000000000009 -0.0015249999999999997 0.10599500000000002 0.080335000000000018 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16421000000000002 0.25671000000000005 -0.43271999999999994 -1.0000000180025095e-35 -0.084354999999999986 1.0000000180025095e-35 0.14472000000000004 0.084445000000000006 0.11655500000000001 0.12862000000000004 0.12900500000000004 -0.40274499999999996 0.091535000000000019 0.097495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 21 7 -5 -7 15 -3 -10 -8 12 14 -9 -12 -2 -11 19 -16 -15 -20 28 23 24 25 27 -27 -21 -4 -22
right_child=4 8 3 5 -6 6 10 13 9 16 11 -13 -14 17 18 -17 -18 -19 20 22 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0032069376771098994 0.0018615221809319329 0.0036615604851673645 -0.0036861984276359621 -0.0027319917348881378 0.0033252721466694845 -0.0030003830039838147 -0.0022197408026867955 -0.0035779699491000952 -0.0035974644010045576 0.0020151461864544198 -0.0029145560297785455 -0.0031814536168331222 -0.00238439264746362 -0.0021062391729020362 -0.0025535647283503001 -0.0030498660967003318 -0.0036468624895981015 -0.0033345902123314156 -0.0021543210773372051 -0.0013847767927779033 0.0020953644837647038 -0.0001626323859340165 0.0036942012537800311 -0.0024771585116052769 -0.0016502013136420642 -0.0032853243385878839 0.0020367595842020777 0.0026039274016143132 0.0019153373768933109 -0.0010743203255900089
leaf_weight=6.901889623142778 1.2334421165287492 0.56990054994821804 6.197367060929535 4.3340959353372446 3.6637528818100682 3.1098480690270653 3.2190961539745322 1.2521204017102743 13.431829810142519 1.6977703040465706 1.3054973166436052 1.6316258283331979 2.0961053362116209 1.967054507695148 1.2900591716170442 4.0333835361525407 1.200107220560312 1.2213817005977023 1.3718465892598199 1.3337342105806005 20.407156149856725 3.001651706174016 2.7554677901789537 1.8105794750154007 2.609766883775591 1.7725565452128642 1.6109376717358825 13.2427542284131 0.61831500381231297 1.9014607025310386
leaf_count=374 23 4 353 183 165 177 88 85 1148 30 26 29 46 41 13 67 70 23 60 24 301 61 94 20 28 27 23 267 5 55
internal_value=0 -0.00133693 -0.000908329 -0.000594077 0.000544402 -0.000192856 0.000110035 0.000251995 -0.00279232 -0.00301756 0.000401188 0.000682387 0.000904589 0.000635152 0.00116696 -0.00189966 -0.000329679 0.000821401 0.00138035 0.00100869 0.00159466 -0.00225607 0.00125245 0.000951826 0.00125365 0.00167561 -0.000751392 0.00223896 -0.00317803 0.0018252
internal_weight=0 74.2856 57.386 50.4841 38.5069 40.6668 36.3327 34.8432 16.8996 16.3297 33.2228 30.0038 28.3721 29.5764 26.276 5.26683 2.89788 28.3242 24.9705 27.1029 23.6805 9.81733 25.1358 22.3803 20.5697 17.96 3.38349 14.5765 6.81568 22.3086
internal_count=3910 3023 1771 1397 887 978 795 722 1252 1248 618 530 501 632 455 90 100 547 429 524 416 419 483 389 369 341 50 291 358 356
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=4 123 12 133 3 453 159 50 9 48 1348 39 1 0 3 11 123 0 2 10 4 1 43 4 48 12 1456 4 16 0
split_gain=15.5604 7.55408 4.3124 3.89638 3.77976 3.50659 3.35659 3.20279 3.04213 2.88101 2.86882 2.82327 2.16093 2.00002 2.29959 2.91116 2.83894 2.28638 1.83079 1.79007 1.62831 1.42503 1.31955 1.20564 1.17794 2.64622 1.05213 1.15961 0.967925 0.915953
threshold=0.28937500000000005 1.0000000180025095e-35 -0.041094999999999993 -0.0023199999999999996 0.16699000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11901000000000002 -1.0000000180025095e-35 0.11930500000000001 0.090260000000000021 0.16168500000000002 0.13213500000000003 -0.23029999999999998 -0.100615 0.080455000000000013 -0.041524999999999992 -0.060094999999999989 0.12663500000000003 0.043560000000000008 -0.48072499999999996 0.083065000000000014 0.083940000000000015 -0.15534499999999998 0.08593000000000002 -0.092644999999999991 -1.0000000180025095e-35 0.0057500000000000008 -0.019979999999999994 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 7 -5 9 -1 19 11 13 18 26 15 17 -16 21 28 -4 -19 -15 23 -22 25 -8 -10 -28 -6 -18
right_child=2 3 5 6 12 -7 24 -9 10 -11 -12 -13 -14 14 16 -17 29 20 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014515958973724203 0.0021214077090236636 -0.0021042057087000232 0.0016183353461170658 -0.0020965941730340032 0.0015205535704286273 -0.0024761565450280129 -0.0014227869158857879 -0.0024189434714400517 -0.001944817709438476 -0.0016773670723624436 0.0012997387963213469 0.0014648184389404466 0.0021828281405924365 -0.0020120192249314913 0.001840664508776287 -0.0022384283080045938 -0.0014091249249667717 -0.0014944631972536489 -0.0023211130028135741 -0.00058035379453078028 0.0020433187760703461 -0.00033588410502420472 -0.00072885941905862167 2.4352463867299376e-05 0.001917603084270827 0.0016040125869305059 -0.0011801475627077822 0.00046020266019361191 -0.00083490076967008945 -0.001955473479481537
leaf_weight=1.3714788258075703 5.1744087226688888 2.6981093920767298 7.6256731022149307 1.5932621620595444 1.4606568086892364 2.1012954935431472 1.9366085808724163 1.514020588248967 2.2913440056145191 1.7363252341747273 1.4059309177100647 1.2177280597388733 1.5097385887056587 6.9047534856945312 0.85806761495768924 8.0777478534728271 14.786957299336775 2.7602658197283745 1.6779373958706854 1.9244551006704567 2.3157655745744705 3.0280340928584337 3.0664978548884392 2.6116601917892694 4.1072071809321642 3.1455687880516034 3.5712031535804254 3.5825537331402302 1.4354744255542748 91.723050666973009
leaf_count=16 192 34 164 11 31 19 18 13 26 16 20 19 34 143 12 158 148 24 13 22 19 40 18 27 92 51 29 27 12 2462
internal_value=0 -0.00137772 0.00051918 8.51838e-05 -0.00150441 -3.71694e-05 0.000633028 0.000363209 -0.00156843 0.000736421 -0.00159638 -0.00162412 6.95857e-05 -0.00164996 -0.00171285 -0.00120132 -0.00184989 -0.00079636 -0.000627921 0.00117528 -0.000145498 -0.00150105 0.000320294 0.000973216 0.00110629 0.000450624 -0.000743464 -0.000358671 0.000353067 -0.00187962
internal_weight=0 169.138 20.0762 13.4808 155.657 14.9018 10.7826 12.8005 149.573 11.2865 148.202 146.796 6.08381 145.578 136.133 28.7647 107.368 20.687 4.57407 9.55013 10.7542 9.93279 7.99392 4.92743 9.18938 5.08218 9.4451 7.15376 2.89613 106.51
internal_count=3910 3484 426 206 3278 234 172 215 3188 202 3172 3152 90 3133 3051 429 2622 271 56 186 88 183 64 46 161 69 82 56 43 2610
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 12 47 52 50 15 13 3 3 1 49 1 16 15 48 47 4 4 52 16 2 52 149 148 43 0 0 0 4 15
split_gain=25.5618 8.85557 7.33444 7.42503 4.51264 3.43436 3.26046 3.15549 2.58011 2.553 2.51567 2.42563 3.62825 2.357 2.11412 1.9688 3.77876 3.65127 2.33444 1.70823 1.66607 1.66137 1.63278 1.805 1.51659 2.63016 1.44596 1.65901 1.36608 2.32721
threshold=0.099595000000000017 0.080120000000000011 0.086785000000000015 -0.27466499999999994 0.11551000000000002 0.085950000000000013 -0.10241499999999999 -0.097604999999999983 -0.15121499999999996 0.085990000000000011 -0.081274999999999986 0.12381000000000002 -0.062279999999999995 -0.035939999999999993 0.12862000000000004 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -0.094124999999999986 -0.008734999999999998 0.097940000000000013 0.016565000000000003 0.10096000000000001 -0.082389999999999977 -0.074904999999999985 -0.10462499999999998 -0.060094999999999989 0.11015500000000002 -0.48072499999999996 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 14 20 10 -1 13 -8 24 -13 -10 22 16 17 18 -11 -20 -3 -7 23 -5 25 -4 -12 -28 -15 -30
right_child=2 6 11 4 -6 21 7 -9 9 15 26 12 -14 28 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00085975188568987839 -0.0017515783628439269 -0.0010196680869251965 0.0014752923097646642 -0.00066560346581196709 -0.0011173525168188022 0.0004871687316231148 0.00079666744037285291 -0.001694733916846231 -0.0018957613172438245 -0.0011887852376213548 -0.0016442341417174987 0.0013382048207467125 -0.00093221878289014839 -0.001595161566187323 -0.00063275744051347971 -0.001713020474593377 0.0015959551842329629 -0.0017893283010941949 8.7412417316506122e-05 0.0019119842957768234 0.00031693095133471266 -0.0015329815615743856 -0.00050030676705938666 0.0015904686472582702 -0.0015229039712722446 -0.0011882249181456844 0.00061948459108171461 -0.0015858623600752484 0.00073819145421686694 -0.0015264270153262914
leaf_weight=5.1836767718195906 3.4169123433530322 7.5351702775806171 1.7798453904688356 1.1533281840384031 3.0549299344420424 4.3556091785430899 2.693468499928712 51.515756225213408 5.9534417390823355 2.5064520649611977 6.4927442967891684 4.4632232040166855 4.3605598229914886 2.3834127709269524 1.6380125507712353 2.0142300203442565 4.2039747685194007 3.8198141939938095 4.0415324158966568 2.6704380922019446 4.7739637363702059 1.8041164241731165 1.321275483816861 30.484165739268064 7.2076008170843142 3.3455773759633303 2.4917853847146025 1.8719669915735719 4.2246361151337606 2.1434808447957039
leaf_count=37 95 120 15 13 43 48 22 2048 117 38 181 48 46 35 13 24 31 40 31 23 34 20 14 514 88 62 21 25 32 32
internal_value=0 -0.000989633 0.000373743 0.000761762 0.000957781 0.00111332 -0.00133675 -0.0014948 -0.00030352 -0.000481075 -0.000734677 -0.000492432 0.000216201 -0.00103649 0.00133015 -5.6941e-05 0.000136522 -0.00033405 0.00026897 0.00081334 -0.000501283 -0.000104511 0.00142771 0.00150822 -0.00099943 -0.000263297 -0.0011146 -0.000326567 -0.000451944 -2.40694e-05
internal_weight=0 116.52 68.3852 47.2283 43.8114 40.7565 77.3749 65.0657 39.1451 33.9614 13.55 21.1568 8.82378 14.705 34.5968 19.2564 17.2422 13.0382 9.21842 6.71197 12.3091 6.15973 32.9588 31.6375 12.333 5.12542 10.8565 4.36375 8.75153 6.36812
internal_count=3910 2891 1019 760 665 622 2451 2297 440 403 249 259 94 216 554 187 163 132 92 54 154 68 541 527 165 77 227 46 99 64
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=1 0 39 3 457 16 9 48 2 51 12 4 106 43 2 4 48 3 46 122 14 3 457 0 15 160 51 11 43 51
split_gain=7.07259 3.90471 3.74184 3.68772 3.07103 2.68346 2.56966 2.51624 2.34528 2.24816 2.10016 2.20989 1.88336 1.8694 1.84453 2.19948 1.74408 1.62051 1.5113 1.84025 1.75427 1.39557 1.51914 2.12705 1.9196 1.39063 1.38935 1.42533 1.36395 1.34423
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.081330000000000013 -0.095109999999999986 -0.016839999999999997 0.11930500000000001 0.11708 -0.40274499999999996 0.098845000000000016 -0.49837999999999999 0.092305000000000012 -0.15969999999999998 0.10113500000000002 -0.065054999999999988 0.087035000000000015 0.11476000000000001 0.092020000000000005 0.089350000000000013 0.056865000000000006 -0.13927999999999999 -0.0015249999999999997 -0.10575999999999998 -0.10981499999999998 -1.0000000180025095e-35 -0.058534999999999997 -0.079069999999999988 -0.047174999999999988 0.14276500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -7 21 26 -4 11 13 18 -3 25 -16 -6 -1 19 20 -11 -2 -23 24 -24 -13 -8 -28 -27 -10
right_child=2 10 9 -5 16 6 8 -9 29 12 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0022791939372119171 0.0019676382503072145 0.0010403942050630213 -0.0032256138196150269 0.002667529416879462 0.0021613449301159898 0.0042593779377325678 -0.0010937200766022227 -0.0028302895603596065 0.0013975313887319846 0.0026764175823202705 -0.0021189102104027411 -0.00016620185543143924 -0.0023870840182734008 -0.0032119888387880753 0.0016485680211690559 -0.0027504563760544351 -0.0004700070675602838 0.00041859504604938968 -0.0019640565721436567 -0.0013265499309828739 -0.0019801155451741395 -0.0027721362886144632 8.00359245422955e-06 -0.0017460445701715733 0.0035817155233209526 0.0048641920490083007 0.0020350126991825652 -0.0028777636475172249 0.0014956801393451557 -0.002262472638909184
leaf_weight=27.235149043612186 3.8127156551927319 1.2938306592404845 0.86853998899459739 3.055050558410584 4.6640061251819116 0.61596165224909682 7.3891354035586181 2.1412850711494675 2.8361450769007202 10.673079577274613 4.4469967186450949 2.0145817287266254 0.94621993694454509 2.4359491318464288 1.7068553660064938 2.0386847145855427 3.6860931552946568 1.9502801038324822 0.82427376694977361 1.2057533971965302 0.70497846230864603 1.4538711868226499 2.9796592798084021 2.4880167953670025 2.0905156098306152 1.5418619429692624 0.50395436212421074 11.451407320797442 2.708503570407629 1.1539695560932157
leaf_count=1774 69 9 10 122 78 7 220 34 58 310 176 21 21 57 15 80 38 14 10 12 9 19 34 66 17 15 7 554 39 15
internal_value=0 -0.00145096 -1.02426e-06 -0.000376738 -0.000573502 -0.000911065 -0.00150452 3.86575e-05 -0.00165667 0.00124096 -0.00041118 0.000141522 0.00151122 -0.00173687 0.000841387 -0.000745806 0.000999753 -0.00209892 0.00178633 0.00203199 0.0023879 0.00051767 -9.57647e-05 0.000419054 0.0014815 0.0017903 -0.00206832 -0.00267068 0.00271764 0.000339032
internal_weight=0 47.3727 65.5446 50.3218 47.2667 38.9166 23.9506 14.9661 23.3346 15.2228 18.1873 13.7403 14.3543 3.72978 10.0105 3.74554 8.3501 29.1854 13.4081 12.5838 11.3781 12.8248 9.01206 7.55819 5.07017 6.26495 19.3445 11.9554 4.25037 3.99011
internal_count=3910 2200 1710 1338 1216 1100 861 239 854 372 412 236 362 66 170 95 116 1788 341 331 319 205 136 117 51 75 781 561 54 73
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=1 15 12 50 38 42 484 42 132 156 16 16 1447 4 16 43 52 0 133 3 483 453 1374 2 16 1 160 447 1374 403
split_gain=6.26115 3.02027 2.87207 2.67098 2.11003 1.94527 2.29877 2.08854 1.96955 1.84199 1.77018 1.90079 1.73608 1.89734 1.73252 1.75607 1.69367 1.82853 1.48867 1.77126 1.45431 1.39166 1.47349 2.05676 1.71358 1.36773 1.35406 1.9563 1.37595 1.2863
threshold=0.099595000000000017 0.084050000000000014 -0.071274999999999991 0.086465000000000014 0.10657000000000001 -1.0000000180025095e-35 -0.0043499999999999988 0.087065000000000017 0.079995000000000011 0.11896500000000002 -0.27337499999999998 -0.38486499999999996 -1.0000000180025095e-35 0.50657000000000008 -0.52488999999999997 -0.52334499999999984 -0.10201499999999998 0.076335000000000014 -0.26719999999999994 0.16699000000000003 0.005595000000000001 1.0000000180025095e-35 0.090240000000000015 0.10488500000000002 0.15737500000000001 1.0000000180025095e-35 -0.082234999999999989 0.084630000000000011 -0.094679999999999986 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -7 16 14 12 11 -3 -4 18 -9 -16 17 -8 -14 20 21 22 23 -20 -25 -1 27 29 -28 -18
right_child=2 10 9 -5 -6 6 7 8 -10 -11 -12 -13 13 -15 15 -17 26 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0030257195280232337 0.0030430781657086346 -0.0022275750663621921 -0.0033187142718792586 -0.0032615834188224248 -0.0009229912007484391 -0.0029237356619328755 -0.0035842668224462444 0.0030645217834597022 0.0028108116696657862 -0.0035558618734796866 -0.0031589456681105719 0.0040417165816113076 -0.0037170655035122361 0.0031084922235901785 0.0028182364511897639 -0.0033104804969226213 -0.003056771722594242 0.002161808145416869 -0.00039256370968908177 0.0028518128938085771 -0.0033127195364418757 -0.0033707237798361639 -0.0035364334307611232 0.0025495822498343536 -0.0017536872215092342 -7.5667676067689806e-05 -0.0019423184445488584 0.0039367530771313034 0.0013878960263160824 0.0025522191781734548
leaf_weight=5.9946654448285681 6.5344012593850476 1.5683158338069918 1.6353504499420548 5.1164885191246858 2.0238474402576685 3.6006055017933241 2.2347748940810521 0.65100962109863747 1.0300536919385193 1.6885686507448543 12.812806055881081 0.86399783939123054 1.1794054089114165 2.4900657944381228 0.59323755092918773 5.8428955553099504 2.8384063327684994 0.89282801561057556 11.226857013069106 2.5762841440737239 1.5301165040582407 1.2452295012772072 1.0772895924746979 6.6849545584991565 1.2681695958599446 2.5936593534424901 1.5595605196431375 0.74779915809631337 17.096068559214476 0.56467852741479863
leaf_count=336 285 46 41 312 29 192 93 12 29 74 1177 12 24 82 6 257 113 12 182 82 29 22 15 115 39 50 22 8 210 4
internal_value=0 -0.00132848 0.000355323 -0.000934695 0.00210519 -0.000677224 -0.000344752 -7.20492e-05 -0.00157451 -0.000104023 -0.00265504 -6.19515e-07 8.4523e-05 0.000274612 -0.00221188 -0.00274558 0.00039821 -0.00194395 1.11926e-05 0.000182896 -0.000115633 0.000111872 0.00032595 0.00054289 0.0018634 -0.00213481 0.000719405 -0.00103382 0.0011095 -0.00212606
internal_weight=0 66.6019 41.1605 51.3567 8.55825 46.2402 37.6519 34.0513 8.1172 32.6023 15.2451 2.43231 30.9137 29.2784 7.08714 6.43613 25.9341 3.1276 26.7883 25.6089 23.0326 21.5025 20.2573 19.18 7.95312 8.58832 22.8065 4.15088 18.6556 3.40308
internal_count=3910 2891 1019 1656 314 1344 958 766 304 705 1235 58 631 590 275 263 462 105 508 484 402 373 351 336 154 386 357 125 232 117
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=4 12 42 1 14 132 151 38 124 3 52 42 16 1373 150 484 43 2 12 1 457 49 12 48 1 2 3 4 52 1
split_gain=5.55659 4.33991 2.26663 2.18798 2.13616 2.0197 1.92588 1.78493 2.50889 2.26133 2.03068 1.71015 1.80232 1.69668 1.83589 1.61344 1.4585 1.43798 1.97925 1.67959 1.4067 1.31728 1.22285 1.38829 1.45285 1.36613 1.571 1.16274 1.40345 1.27795
threshold=0.27020000000000005 0.080120000000000011 -1.0000000180025095e-35 0.13026000000000001 0.077685000000000018 0.080815000000000012 -0.27336999999999995 1.0000000180025095e-35 -0.086804999999999979 0.30601500000000009 -0.08799499999999999 0.078965000000000021 0.3935300000000001 0.089210000000000025 0.082965000000000025 -0.0043499999999999988 -0.26007999999999992 0.092340000000000019 0.098595000000000016 0.083370000000000014 0.41137000000000007 -0.010424999999999999 -0.071274999999999991 -0.064549999999999982 0.13662500000000002 0.092175000000000021 0.11818000000000002 -0.0010999999999999996 0.084890000000000007 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 11 5 7 -2 8 -1 10 -10 12 17 14 15 -12 -13 19 -19 -4 -16 -17 -8 -24 25 -25 -27 28 -23 -29
right_child=6 2 3 -5 -6 -7 22 -9 9 -11 13 16 -14 -15 20 21 -18 18 -20 -21 -22 27 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0030223961451634478 -0.0030664097562328385 -0.0031311478266900453 -0.0031663165805491224 0.0023624200927223763 -0.0034555122867542445 0.0026777651291106917 0.0032605475911914928 -0.0027898531105337802 -0.0024307056407381357 0.0035899050843442681 -0.0033355212641107924 0.00083517694595232328 -0.0037528813393359305 -0.0038670331669598268 0.0029946666780803067 -0.0033430785878743492 -0.0022660876147820447 0.0033521301945261561 -0.00088233332967865038 0.0013552385325092439 -0.00076283792111599895 0.0025857381740472191 0.0036044358300010683 -0.0022790967071706987 0.0032748096814362239 0.0020442984950223204 -0.0018230026176211244 -0.0026284671285755771 -0.00057636428035890157 0.00074393075206512888
leaf_weight=2.9428482120856669 1.165622023865583 10.238487451337276 2.3722215741872774 1.8035852564498771 2.1942813517525783 3.0616381475701919 3.5238113468512902 2.8959985617548218 5.282893240451819 1.6552011435851444 1.9670682949945462 1.9303492205217434 1.5723074860870827 1.2955951206386078 3.8471209034323683 1.2603369560092783 21.80336978845299 2.7933922242373228 2.399752888828516 1.6145862946286795 1.6712530162185428 3.9461700068786802 1.9418929824605573 2.488419774919743 1.7376037882640964 3.7263804217800498 1.8323804261162875 2.5245125321671109 2.8103187084197998 2.7404122613370419
leaf_count=71 20 865 43 32 45 58 183 53 128 61 41 35 83 18 54 20 1560 26 21 37 16 44 58 34 58 93 26 65 32 30
internal_value=0 -0.000999619 -0.00171017 -0.00130926 -0.000175077 1.48427e-05 0.00117026 -0.000219169 1.38876e-05 -0.000291399 -0.00052633 -0.00150129 -0.000369904 -7.03306e-05 0.000166533 -0.000445118 -0.00201385 0.000209519 0.00139538 -0.00133517 0.0018567 -1.70408e-05 0.00149407 0.000963257 0.000439087 -0.000173222 0.000769488 0.000331664 0.00127048 -0.000873122
internal_weight=0 86.6237 46.5281 36.2896 40.0956 37.9014 16.4161 34.8397 31.9437 29.0009 27.3457 34.486 10.7523 22.0628 20.7672 15.2488 23.7337 9.17995 5.19315 3.98681 5.51837 13.2818 15.2505 11.7267 9.78478 8.04718 5.55876 12.0214 6.75649 5.26492
internal_count=3910 3438 2702 1837 736 691 472 633 580 509 448 1805 210 320 302 232 1595 127 47 80 70 191 452 269 211 153 119 171 76 95
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 12 16 3 3 151 157 14 128 16 2 3 16 475 52 4 160 52 150 4 16 48 132 133 15 52 13 151 1 457
split_gain=17.7254 5.94824 4.69846 4.17405 5.78496 3.21434 3.09934 2.45684 2.45554 2.42242 2.04784 2.06847 2.16778 1.96987 2.06884 2.03669 1.89944 1.80344 1.63246 1.59862 2.5847 1.59823 1.5059 2.36639 1.50782 1.4735 1.44422 1.37675 1.37225 1.28309
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.069144999999999984 -0.115685 -0.032959999999999996 -0.27336999999999995 -0.057789999999999987 0.077685000000000018 0.092725000000000016 0.67964000000000013 0.11635500000000001 -0.15327499999999997 -0.54165499999999989 -0.071179999999999979 -0.087604999999999988 -0.0010999999999999996 -1.0000000180025095e-35 -0.24084499999999998 0.086870000000000017 0.41171000000000008 -0.090809999999999988 0.14133000000000004 0.080815000000000012 0.0068000000000000014 -1.0000000180025095e-35 -0.060039999999999989 -0.094129999999999978 -0.087654999999999983 0.11831500000000002 0.093295000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 7 -5 -3 17 22 19 27 11 -7 -13 -6 -15 16 -16 -4 -17 20 28 -12 23 24 -1 -19 -14 -8 -2 -28
right_child=1 2 6 4 13 10 9 -9 -10 -11 21 12 26 14 15 18 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0016202518543367646 -0.0012418981596930066 -0.0021407164369960916 -0.0015293787454909557 -0.0017400814037282749 0.000701558112225776 0.0018803568541509432 0.00034236894792601303 -0.0020978636996002178 -0.0017126890675744988 0.0015989049366275071 0.0020327362778870001 0.0019733907908699726 0.00086304201622450433 -0.0020575113611879226 -0.0012494943202439018 -0.001624882430796049 0.00086207131899763414 0.0019673415204588046 0.00016231229539247986 0.0021150892821996409 0.0015386608853711556 -0.00068919209323709332 0.0014026070144062151 -0.0018008934858756785 -0.00026262881935552374 -0.00062677312193683472 -0.0011017777129764749 -0.0017245683386305738 0.0010543297128769843 0.00084207017408818928
leaf_weight=2.5766019709408265 2.6993552707135704 1.8069172836840177 1.3749583866447208 46.540971220470965 4.1747207827866104 2.7074868418276372 1.4472962245345105 2.2933954969048491 1.1483410894870747 1.0831180438399304 5.4808834847062817 1.8748816400766433 2.9943109359592244 4.2969505973160294 2.4513302519917488 7.2087244298309017 5.7925422582775425 2.7586927451193328 2.8968547396361828 6.6536260563880196 8.7627624180167931 1.0372474938631056 3.0262268111109725 2.7731950487941504 5.1701017189770937 1.3036835230886965 7.4878786802291728 13.063473286107181 1.7245268169790504 1.6812192201614378
leaf_count=25 26 22 43 2157 44 29 22 72 12 14 109 28 40 86 31 111 41 45 24 188 150 12 33 48 51 22 103 287 25 10
internal_value=0 0.000258754 -0.000145224 -0.00110933 -0.00131144 0.000442709 -0.000846085 -0.000173233 0.0011461 -0.00130189 0.000643365 0.000271164 -3.91916e-05 -0.000567638 -0.000801606 -0.000507507 0.000234193 0.000461135 -0.00111257 0.00131157 0.00090613 0.00159959 0.000152612 -0.00020697 0.000363629 0.00113485 -0.000349413 -0.00151841 -0.000346778 -0.000745359
internal_weight=0 67.0907 46.102 89.2016 73.3621 25.0708 21.0312 15.8395 20.9886 15.5939 23.2639 16.7458 14.0383 26.8211 22.6464 18.3495 8.24387 5.43733 10.1056 19.8403 13.1866 6.51813 13.5461 10.5199 7.7467 4.06238 12.1634 14.5108 4.42388 9.1691
internal_count=3910 1187 786 2723 2494 353 433 229 401 323 331 210 181 337 293 207 72 110 135 389 201 121 157 124 76 67 153 309 51 113
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 39 12 16 13 3 47 48 3 52 157 49 16 123 455 2 0 16 3 4 3 43 1 47 2
split_gain=22.7292 8.21591 5.11709 4.89139 4.44533 3.92372 3.34478 3.35486 3.27698 3.01269 2.96164 2.87124 3.72465 2.73633 2.55645 2.41995 2.38897 2.32168 1.80538 1.75258 1.73707 1.5558 1.46744 1.52854 1.46112 1.37698 1.32041 1.0998 1.03427 1.02687
threshold=0.094485000000000013 -0.041094999999999993 0.080120000000000011 0.16699000000000003 0.22584000000000001 0.11930500000000001 0.18016500000000005 0.090585000000000013 0.025915000000000004 -0.10241499999999999 -0.097604999999999983 0.084155000000000021 0.11280000000000003 -0.15121499999999996 0.13709500000000002 -0.078454999999999983 -0.081274999999999986 -0.091624999999999984 1.0000000180025095e-35 0.092155000000000001 0.097940000000000013 -0.060094999999999989 -0.092014999999999986 0.086245000000000016 -0.030814999999999995 0.11818000000000002 -0.040589999999999994 0.083370000000000014 0.083670000000000008 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 13 4 6 14 7 8 17 20 16 19 -13 -1 25 24 -11 -3 22 -2 27 -18 23 -17 -15 29 -20 -4 -19 -6
right_child=1 3 9 -5 5 -7 -8 -9 -10 10 -12 12 -14 15 -16 18 21 28 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075535186291253106 0.0016270149965732538 -0.0010679423706531751 -0.0014097131119118634 0.0015206259498742344 0.00055409386565959172 -0.0015165889814421532 0.0020371760152270218 -0.0014484769837385793 -0.0012579581036581548 0.00075919567737878495 -0.0015944862636951111 -0.00080069463739789858 0.0018488535328179748 -0.00048495353134213071 -0.00098914205940359655 -0.0015431433130085445 -0.0016060072772995308 0.0013249181897920081 0.00074340559077392494 -0.00059261799983616669 0.00035819726758693811 -0.00027946253706013873 -0.0015440312775831853 5.3705972275261375e-05 0.0012178253244161778 -0.00033475036736928883 -0.001162640033322211 -2.0929327698237748e-06 -0.00011915766499760253 0.0014984366588430716
leaf_weight=4.4837924763560286 13.886503577232363 2.3553924225270739 5.0620223227888328 4.4621661175042382 6.1319607570767456 2.9103875905275336 1.1763084083795536 13.418222593143581 5.8880017697811118 2.5541209429502478 48.732722388580441 4.2047273963689795 2.2984469532966614 2.9800634458661079 2.5017966553568831 2.7228944879025283 5.9203588627278796 4.4392123855650487 2.8085194006562233 1.0733860358595837 4.3525541312992573 4.2569594830274573 10.469018725678323 4.3796024732291698 2.6815926022827652 2.3784498050808898 1.5967753082513798 2.2438500095158815 2.021897554397583 6.8039318397641182
leaf_count=32 290 21 82 85 47 31 17 312 80 21 1963 37 35 37 24 46 172 42 22 13 31 41 157 34 21 29 27 37 21 103
internal_value=0 0.000187128 -0.00101417 -0.000158342 -0.000308102 0.000285058 -0.000727712 -0.000843361 -0.000291177 -0.00125876 -0.00140671 0.00106416 0.000135747 -0.000457388 0.000579369 -0.000654131 -0.00068796 0.000354477 -0.000905486 0.00146775 -0.000478763 -0.00105114 -0.00114567 -0.00055848 0.000321552 0.000835606 5.25264e-05 -0.000977391 0.000873019 0.00105079
internal_weight=0 75.9508 105.245 54.4877 50.0256 20.7265 29.299 28.1227 14.7045 73.1226 61.4642 21.4631 6.50317 32.1223 17.8161 27.6385 12.7314 8.8165 21.9768 14.9599 11.6584 10.1773 17.5715 7.1025 5.66166 15.3143 4.40529 7.30587 6.46111 12.9359
internal_count=3910 1187 2723 812 727 234 493 476 164 2347 2197 375 72 376 203 344 234 84 286 303 150 213 237 80 58 179 49 119 63 150
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=1 15 12 50 40 158 4 15 48 15 0 3 457 13 13 0 39 3 16 16 47 50 403 43 43 2 2 42 160 151
split_gain=5.64123 2.72823 2.50347 2.48457 1.91943 1.88809 1.89868 2.0659 3.45383 2.52092 2.27206 2.08612 2.98012 1.68698 2.00371 1.63108 1.6172 1.72534 1.58752 2.06752 1.6997 1.79021 1.45204 1.48919 1.92232 1.4363 1.99456 1.24904 1.34894 1.54758
threshold=0.099595000000000017 0.084050000000000014 -0.071274999999999991 0.086465000000000014 0.34489500000000001 0.084965000000000027 0.27020000000000005 -0.0071449999999999994 0.083775000000000002 -0.095799999999999982 -0.11077499999999998 -0.0038649999999999999 0.087470000000000006 -0.26418499999999995 0.098990000000000009 -0.069794999999999982 0.15608500000000003 0.31335500000000011 0.064860000000000015 0.67964000000000013 0.091930000000000012 0.10976000000000001 -0.088854999999999976 -0.071899999999999978 -0.091114999999999988 0.087995000000000004 0.10113500000000002 -0.14127499999999996 -0.079234999999999986 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -1 -10 -9 -11 -13 -3 -15 -16 17 18 20 -20 21 27 -12 24 -24 -25 -27 -4 -29 -30
right_child=2 13 16 -5 -6 -7 -8 10 9 11 22 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0021881078494568368 0.0018343968652188092 0.0023649331799409927 -0.002153881273935915 -0.0023232466133135533 -0.0026783091867531939 -0.0020373320153008706 0.0024319478799338357 0.0019822550616346041 -0.0015272041558341992 0.0018708116823000364 -0.0027246969497351659 -0.0023131649811058037 0.0021916921043807678 -0.0024960272798641857 -0.0025086877575330136 0.0013969253690978385 0.0024635828479794234 0.002516378515354383 -0.001904089632020592 0.0020136233894617775 -0.0010464383477290795 -0.0022841386193485041 8.2692656818151395e-05 -0.0025362061167684613 0.0033310116367957234 0.0012573867820272542 -0.0015870334400080921 -0.00062093236939694645 -0.0012003050867036001 0.0016529647360631772
leaf_weight=7.9895290662534491 7.3894160734489542 0.5438271090388288 0.85419050231576577 4.7413198086433104 0.61078443378210057 4.1198335923254481 1.4688496869057406 3.4829901270568397 4.8854309138841918 4.2729937136173248 1.2638040967285658 2.3507255017757402 1.4038955122232435 10.893011037260292 1.0535773015581074 1.6305440235882986 1.4666294381022442 1.3670688252896059 5.6725186067633322 0.93986515048891295 6.3212951803579918 1.3025374701246608 3.7784230895340443 1.8591285371221618 1.5328229414299128 3.1582376058213413 2.7695132941007614 2.7672108970582583 1.2986961845308638 9.1841571377590139
leaf_count=483 306 4 10 312 8 163 27 35 193 96 46 41 10 1133 76 22 34 66 205 19 102 33 55 88 28 46 33 43 28 165
internal_value=0 -0.000912603 0.000269007 -0.000639939 0.00148987 -0.000459926 -0.000298334 -0.000401834 -0.000923797 -0.000141546 0.000209565 0.000701735 -0.000628748 -0.00186025 -0.00202949 -0.000136115 -4.43016e-05 -0.000168113 -0.000297606 -0.00134724 2.18224e-05 0.000460122 -0.00022034 2.12994e-05 0.00102016 -0.000659997 -7.1559e-05 0.000713556 0.000898411 0.00129948
internal_weight=0 63.1985 39.1744 49.0775 8.0002 44.3362 40.2163 38.7475 20.9026 12.913 17.8449 8.02761 3.75462 14.121 13.5771 2.68412 31.1742 29.7075 28.3405 6.61238 21.7281 15.4068 14.3619 13.0981 5.31125 7.78688 5.92775 14.1043 13.2501 10.4829
internal_count=3910 2891 1019 1656 314 1344 1181 1154 823 340 331 147 51 1235 1231 98 705 671 605 224 381 279 296 250 83 167 79 246 236 193
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 0 4 12 151 47 133 52 52 4 133 2 4 457 1 132 2 3 43 13 0 15 13 15 2 0 159 0 50 151
split_gain=5.05144 3.17573 2.71519 3.88277 2.05042 1.90717 1.89093 1.9808 1.91101 3.3138 1.81089 1.6958 3.16723 1.59055 1.58265 1.4962 1.47352 1.84998 1.72047 1.71964 1.73533 1.32463 1.93751 1.54005 1.35823 2.34655 1.31554 1.2638 1.17734 1.26438
threshold=0.085835000000000009 -0.070894999999999986 0.22584000000000001 0.086865000000000012 -0.086769999999999986 0.12339500000000002 0.10681500000000001 0.11401500000000002 0.10062000000000001 -0.49837999999999999 0.085625000000000021 0.099990000000000009 -0.069259999999999988 -0.070739999999999983 0.13026000000000001 0.080815000000000012 0.084065000000000015 -0.084129999999999996 -0.077544999999999989 -0.10241499999999999 -0.13506999999999997 -0.095799999999999982 -0.17606499999999997 0.085950000000000013 0.087995000000000004 -0.071339999999999987 -0.47434999999999994 -0.066084999999999991 0.11901000000000002 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 13 7 8 9 -3 15 -11 -13 -4 26 21 17 -1 -19 20 -18 -6 -23 24 27 -26 -5 -24 29 -15
right_child=2 6 5 14 10 -7 -8 -9 -10 11 -12 12 -14 28 -16 -17 19 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0026092342320929132 0.0022856774313044278 -0.0037276586916213054 -0.002380408009479083 0.003625132944159283 -0.002571228436894041 -0.0023695800356013969 -0.0032024622312953315 -0.002861081240860448 0.0037160005873526154 0.0022356096570529489 0.0029815926611480186 0.0031767732839334635 -0.0038179611059542262 -0.0006864643730395461 0.00079714360983105116 0.0030061267316043483 -0.003365713408916564 0.0074466853783015383 0.00013468741177818545 -0.0031592817365084977 0.0012037802621440899 0.0028160000449067532 -0.0032021875734593057 -0.0036451643375976913 0.0015037531119161292 -0.0031646427546367655 -0.0029817962888014802 0.00025281121424120337 -0.0018510903047686991 0.0022395351412143011
leaf_weight=2.2937324303202331 4.4095568573102382 2.069434765726327 1.1728181615471864 0.3512215316295596 3.539079359732578 1.6575310789048661 2.2659954498521975 2.1536417286843053 1.8886670460924495 4.93336202669889 1.8335660905577231 1.2277499078772951 1.772637329529972 1.8845439366996313 1.6927177160978306 1.288825281895696 1.5756825390271845 0.46147356601431999 1.6490439078770602 15.801754828542467 2.2769152442924723 1.9529358875006568 2.7393397688865662 1.7873427956365038 6.0195258064195611 1.5088673857971926 8.7661694972775877 2.0924873035400982 1.0079172924160946 13.573457526974382
leaf_count=164 88 53 16 10 59 29 105 51 31 49 64 13 110 37 35 36 43 18 50 1465 48 56 54 55 63 50 626 31 17 384
internal_value=0 -0.00150517 4.08825e-05 -0.000478592 0.00019648 0.00106339 -0.00036495 9.28335e-05 0.000627794 4.47206e-05 -0.00020825 0.00102871 -0.000955736 0.00138599 -0.00217541 -0.000487716 -0.00227823 -0.000528201 0.00173349 -0.00267038 -0.000665107 -0.000716996 -0.000309414 -0.000740847 -0.00032087 0.000568097 -0.00272728 -0.00170595 0.00165425 0.00188282
internal_weight=0 40.3701 57.2779 37.9816 27.1715 19.2963 16.3115 14.0455 11.8919 10.0032 22.762 7.93375 3.00039 17.6387 10.8101 20.9284 24.0586 4.40425 2.11052 19.6544 3.8526 19.6396 16.1005 14.1476 12.3602 7.52839 9.11739 4.83183 16.4659 15.458
internal_count=3910 2200 1710 1227 556 483 412 307 256 225 468 172 123 454 671 404 1788 232 68 1556 91 368 309 253 198 113 636 85 438 421
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 12 16 3 3 157 151 16 14 4 4 47 1 4 15 47 52 51 51 474 43 132 133 0 48 52 43 3 13 151
split_gain=18.0529 6.38047 4.68516 4.13623 5.7361 3.30544 3.02479 2.80534 2.52492 2.51949 3.77641 2.14347 2.47956 2.12578 2.20991 1.92007 1.88373 1.79821 1.79235 2.08046 1.67023 1.6157 2.38437 1.79263 1.55496 1.52477 1.46731 1.38337 1.33097 1.32981
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.069144999999999984 -0.115685 -0.032959999999999996 -0.057789999999999987 -0.27336999999999995 0.67964000000000013 0.077685000000000018 0.41171000000000008 -0.00027999999999999998 0.091930000000000012 0.11561500000000001 0.27608500000000008 -0.073314999999999991 0.11323000000000001 -0.24084499999999998 0.092720000000000011 -0.10145999999999998 0.084655000000000022 -0.077664999999999998 0.080815000000000012 0.0068000000000000014 0.12007500000000002 0.091125000000000025 -0.060039999999999989 -0.049504999999999987 0.086245000000000016 -0.070174999999999987 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 8 -5 16 -3 29 21 10 -2 13 -13 14 24 26 -4 18 -6 20 -20 22 23 -1 -8 -18 -12 -22 -16 -7
right_child=1 2 5 4 17 7 11 -9 -10 -11 15 12 -14 -15 28 -17 25 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090826169970023313 0.00145506773689581 -0.001936052971231684 -0.0014000024325853959 -0.0015782791956171468 -0.0016837815686865387 0.00025634036922732371 -9.0706071286305318e-06 0.001633443582395315 -0.00190628306460487 0.0019253186636070628 8.5668326892372187e-05 -0.0011013873898445775 0.0013648349259361343 0.0015795571332036995 0.00063765088745326725 0.0010555033666624384 0.0017866764920206912 -0.0020145137903303367 0.00075356225241953747 0.0011748782446477906 -0.0013294293135346492 0.0012848498225701453 -0.0016597830008231176 -0.00087618241466273902 0.0022695691223111277 -0.00060420197941937173 -0.0019655795976689411 -0.00021620703685611421 -0.0012567265816258322 -0.0015968036405539354
leaf_weight=5.2756008524447697 7.8713653832674035 1.7558278106153036 1.4023694880306719 48.34953979589045 3.0714760702103439 1.4171323161572207 1.7363579403609035 1.0679989717900742 2.4317961931228629 7.0171124152839175 2.0893510337918997 4.4692432191222897 1.9323990996927021 7.7601525075733653 2.0320035256445408 2.0761686377227306 2.8316786959767337 2.4618306849151841 3.243227664381279 3.1216639988124362 6.3795141875743786 3.0015887692570677 2.8302117250859729 2.8800687305629253 2.3088993541896343 1.2825047224760084 2.5778922922909269 8.7755323350429517 3.0993446055799776 13.38409120030701
leaf_count=56 136 22 43 2157 77 22 24 14 72 192 28 54 14 137 23 22 45 38 26 26 108 33 48 20 36 22 23 62 43 287
internal_value=0 0.000213214 -0.00016662 -0.0010228 -0.00120297 -0.000792251 0.000366555 -0.00121392 -0.000195409 0.00102935 0.000599168 0.000539788 -0.000356934 0.000878724 0.000286068 -0.000399895 0.000420748 -0.000532209 -0.000383817 -0.000198276 -0.000431262 0.000102035 -0.000221136 0.000278108 0.0012915 0.00104137 -0.00104731 -0.000684818 -0.000506557 -0.00141938
internal_weight=0 68.1119 46.48 91.8221 75.4028 21.3858 25.0942 15.8692 16.4193 21.6319 14.6148 23.3384 6.40164 16.9368 9.17661 6.74341 5.51655 27.0532 24.5914 21.5199 18.3983 13.9875 10.9859 8.15567 4.04526 4.11418 4.66724 15.155 5.13135 14.8012
internal_count=3910 1187 786 2723 2494 433 353 323 229 401 209 331 68 263 126 73 110 337 299 222 196 157 124 76 60 67 51 170 66 309
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 0 4 2 31 4 0 159 14 48 8 4 51 41 448 133 52 484 39 43 43 2 16 457 2 13 3 4 0 11
split_gain=4.64716 2.90115 2.58692 2.20228 3.06437 2.783 2.39655 3.33406 2.34494 2.14314 1.82952 1.81839 2.53226 1.74405 1.70384 1.66826 1.72106 1.78342 1.5119 1.52827 3.42893 1.54313 1.5846 1.42824 1.38399 1.68643 1.58147 1.58927 1.52635 1.3239
threshold=0.085835000000000009 -0.070894999999999986 0.51224500000000017 0.082715000000000025 -1.0000000180025095e-35 -0.41745999999999994 -0.15007499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12862000000000004 1.0000000180025095e-35 0.0057500000000000008 0.085845000000000019 0.081670000000000006 -0.083114999999999981 0.10681500000000001 0.11401500000000002 -1.0000000180025095e-35 0.16168500000000002 -0.074254999999999988 -0.075819999999999985 -0.085784999999999986 -0.17157499999999998 0.084485000000000018 0.084065000000000015 -0.10241499999999999 -0.084129999999999996 -0.083329999999999987 -0.13506999999999997 0.082245000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 23 -5 8 -8 -7 11 18 12 -10 -12 -9 16 17 -3 19 20 21 -6 -23 -2 26 28 -1 -28 -26 -16
right_child=2 15 -4 5 10 6 7 14 9 -11 13 -13 -14 -15 29 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0022041646714295051 0.0034599923741888737 -0.0031047707111451221 0.0027138030681527962 -0.0028163624400110022 0.0030997223177828825 -0.0029735881623426429 -0.0023832147340015733 -0.0019992627518574512 0.0013361417020402412 -0.0024972495851081399 0.0021047607483222581 0.0018129537159660941 -0.0032229026379907303 -0.0026480875285694702 0.0027818134487172241 -0.0027115180425347084 -0.0024129360892248385 0.00086423671207203848 0.0026044748063715948 -0.0026026669699270792 0.0046625549986058267 0.00024209788227548573 -0.0029707567691327767 -0.0014932430402955087 -0.0028784103282697504 -0.0027427423525884067 0.0052548400253467483 -0.0002878315125955572 0.00092990520873782072 -0.00060583231312185716
leaf_weight=2.2259320202283561 1.9451343622058659 1.0742965703830112 2.9350288556888691 2.1462914752773967 0.57066769152879704 2.1698460374027482 1.6140588019043249 0.80393258482217866 2.4075474762357789 1.9591514859348542 2.4179342165589328 6.5262018907815218 1.8595513300970195 0.91704245377331961 9.5831657284870619 2.1689125406555823 2.0605587037280193 10.54194990871474 0.71227750927209754 8.6876358636654896 0.87565014231951011 1.9402483189478514 4.1487140590324998 0.6753818318247794 1.4857106786221268 14.927105440292506 0.62734367139637504 1.5369537929073001 2.3239898700267103 1.1083514532074339
leaf_count=164 59 46 167 134 15 30 28 6 32 32 59 104 32 12 270 105 51 210 5 415 11 22 237 13 43 1465 7 61 48 27
internal_value=0 -0.00128773 3.19134e-05 -0.000116412 -0.000802812 0.000404237 0.000650826 0.00156628 -0.000153418 0.000326438 -0.00118887 0.000838981 -0.000650636 0.000797836 0.00212082 -0.000320449 5.87344e-05 0.000497174 -0.0015801 -0.00176383 -0.000796707 -0.00151453 -0.00194698 0.0021834 -0.00195048 -0.00229797 -0.000467427 0.00131877 -0.000555265 0.00243063
internal_weight=0 38.9728 56.0038 53.0688 22.8907 30.1781 28.0318 13.1095 14.9223 12.7525 20.2702 10.7933 4.2671 3.33498 11.4954 15.8457 13.6768 11.6162 16.9352 16.2229 7.53528 6.65963 6.08896 2.62052 23.127 18.7368 4.39023 2.1643 3.8097 10.6915
internal_count=3910 2200 1710 1543 848 695 561 331 230 200 776 168 64 71 303 412 307 256 705 700 285 274 259 72 1788 1556 232 68 91 297
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=1 14 0 484 1429 2 3 11 0 16 150 1373 454 4 16 0 133 52 1213 52 4 132 16 1375 49 3 49 30 30 1
split_gain=4.04288 3.21286 2.9388 2.74385 2.24631 2.78503 2.78496 4.26476 2.61943 2.39186 2.17145 1.85151 1.7556 1.73884 1.73507 1.54385 1.45547 1.86924 1.65049 1.6562 2.46416 1.47749 1.94445 1.42983 1.53166 1.31204 1.28847 1.26507 1.26285 1.16208
threshold=0.076710000000000014 0.077685000000000018 -0.070894999999999986 -0.0043499999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.082730000000000012 0.080455000000000013 -0.017269999999999997 -0.17157499999999998 0.097030000000000019 0.09586500000000002 -1.0000000180025095e-35 0.28937500000000005 0.15737500000000001 -0.067059999999999995 0.10681500000000001 0.11401500000000002 -1.0000000180025095e-35 0.10062000000000001 -0.49837999999999999 0.082150000000000015 0.25185000000000007 -0.43271999999999994 -0.097604999999999983 0.11476000000000001 0.024250000000000004 -1.0000000180025095e-35 0.086055000000000006 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 25 10 -5 8 7 -7 9 29 -2 12 -8 -9 23 27 17 18 -4 20 -20 22 -22 -14 -25 -1 -26 -11 -29 -6
right_child=1 -3 16 4 5 6 11 13 -10 15 -12 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0023850496509602932 -0.0024584097617047786 -0.002757543952643428 -0.0032983325816872662 -0.0029070223559877657 -0.00054466977421123723 0.0031055984590213199 -0.0031329740793153908 -0.0031707599731270689 0.0018308877070450631 0.0025983305370465273 0.0023291135154123424 -0.003381354356493112 -0.0015653900441638465 0.0013695197129491108 -0.0023062917880338216 -0.00017661880355116275 -0.002614524805580038 -0.0032839724661591417 -0.0033654243831931752 0.0034885689002583653 0.0012721893657875937 0.0041374504034480666 -0.0031597926194418813 -0.0017328037545907072 0.0028288527947642607 0.00038196599495961335 0.0005922465680960634 -0.0031118094663726494 0.0030822968856447472 0.0022612416826684432
leaf_weight=16.127544862218208 5.224090640898793 3.5273804888129225 0.91047886526211641 1.7460501356981684 2.7373342430219045 9.4183347336947936 1.0429934486746777 1.5067771892063313 3.840840230695906 0.39632974099368024 0.976264327764511 1.1225814595818508 1.4310203883796866 1.4249599445611236 1.3677698355168093 3.8288494320586333 2.0395144224166861 1.2767097526229907 1.3345296094194017 1.7022058973088858 4.3495240011252516 1.1031153658404944 1.0711316997185347 1.0896089076995821 5.740525149740284 1.6390452161431301 3.6634074645116925 6.1695721698924855 0.29965761676430691 2.4095746194943786
leaf_count=1629 202 109 37 110 36 260 18 57 103 4 14 19 15 32 52 89 105 38 24 16 52 19 75 20 147 13 65 475 11 64
internal_value=0 -3.08213e-05 -0.00133762 0.000142678 0.000375307 0.000495987 0.0010963 0.00213954 -0.000352173 -0.000881471 -0.0017046 0.000262815 0.000548185 -0.000963974 0.00083703 -0.00167577 -0.000316826 8.20767e-05 0.000492493 0.000853506 0.000282719 0.001029 0.000396421 0.00119758 0.00157436 -0.00212978 0.00195756 -0.00251183 -0.0028249 0.000768945
internal_weight=0 58.9639 31.5538 55.4365 49.2362 47.4901 27.808 12.3501 19.6822 15.8413 6.20035 15.4579 14.3353 2.93174 13.2923 10.6944 13.7872 11.7477 10.471 9.56051 7.8583 6.52377 5.42066 11.9246 10.4935 17.7666 9.40393 6.86556 6.46923 5.14691
internal_count=3910 1902 2008 1793 1577 1467 685 349 782 679 216 336 317 89 299 579 366 261 223 186 170 146 127 247 232 1642 212 490 486 100
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 52 52 3 3 47 15 1 4 14 3 151 106 4 12 475 474 1 4 48 4 16 0 2 2 43 0 159 50 42
split_gain=16.2423 5.34672 4.58633 4.44014 5.41492 3.63656 4.95439 2.91222 2.53488 2.41681 1.79661 1.68675 1.68828 1.57886 1.49006 1.46239 1.43367 1.37438 1.99087 1.3254 1.32155 1.28104 1.38497 1.24206 1.30327 1.06813 2.12731 0.990708 2.0619 2.17411
threshold=0.094485000000000013 -0.27466499999999994 0.18936500000000003 -0.115685 -0.032959999999999996 0.083670000000000008 0.05377500000000001 0.13501500000000002 0.22584000000000001 0.077685000000000018 -0.016619999999999996 -0.29526499999999994 0.090955000000000022 -0.48072499999999996 0.11215000000000001 -0.081364999999999979 0.084655000000000022 0.079945000000000016 -0.15333499999999997 0.15560000000000004 -0.030814999999999995 -0.54165499999999989 -0.06402999999999999 0.091985000000000011 0.093070000000000014 -0.072649999999999978 -0.10071499999999999 -0.094429999999999986 0.10976000000000001 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 9 -5 6 11 21 19 13 -6 -3 14 -1 15 -13 23 18 -15 -8 -18 -7 25 -12 -25 26 -23 28 29 -4
right_child=1 2 27 4 10 7 8 -9 -10 -11 16 12 -14 17 -16 -17 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010766352386473179 -0.0013703971743158228 -0.00073568998725300036 0.0016082907273660949 -0.0015238688207296052 0.0012680536661636402 0.0010567678277225523 -0.0016281753433811995 0.0018328464703302753 0.001586301619146714 -0.0018547370287154718 -0.0012562729097101448 -0.00046455645158342937 -0.00080223673738548005 0.00095301641289658866 0.00019880969533876894 0.0016362074234027644 -0.00069983886293158582 0.0014343048317057006 -0.00092452199494999195 0.00056284226596943672 0.0014594140134230602 0.0015128592920612151 0.00057603949630196695 0.0013770777734879759 -0.0005999312453014835 -0.0014116264685482343 -0.0015147456729490796 -0.0019290845270630097 -0.0019209234224192588 -0.0015415849293721284
leaf_weight=2.4750227555632582 5.9270764626562586 1.351699979975822 1.8783079888671639 43.58672168944031 1.7305268496274973 1.5546882040798653 3.8155405595898619 2.0394165534526101 1.4076353684067724 2.0993237094953647 9.7393686175346428 1.1035374570638072 1.1608153302222479 3.7819943092763406 2.9559573028236619 22.965109001845118 1.7380977254360916 3.4223143719136715 3.4150106273591518 1.1392582319676874 1.8694239426404227 1.3795380778610709 2.2677968833595523 1.2042129188776005 8.8184336908161622 6.053820574656128 1.5843961108475895 2.1943949852138749 1.9373816009610889 1.1064592637121675
leaf_count=25 170 16 17 2157 22 16 78 30 12 72 141 17 25 30 42 476 34 43 59 20 18 13 31 9 113 76 32 30 46 40
internal_value=0 0.000242129 0.000407211 -0.000951167 -0.00114406 0.000595035 0.000902151 -0.000145932 -0.000524675 -7.91578e-05 -0.000484508 0.0012095 0.00130278 0.000205508 0.0013932 0.00153989 -0.000614286 0.000504335 6.21161e-05 -0.00112439 0.00041909 -0.000460222 -0.000669201 -0.000802927 -0.000362395 -0.000982356 -0.000105573 -0.000932977 -0.000488892 0.000440625
internal_weight=0 63.8228 57.8958 83.8805 68.6868 50.7792 35.8996 14.8797 6.36243 15.1937 25.1001 29.5371 28.1854 13.0943 27.0246 24.0686 23.3695 10.6193 7.197 4.9548 3.60752 12.8402 11.2856 19.762 10.0226 9.01775 2.96393 7.11654 4.92215 2.98477
internal_count=3910 1187 1017 2723 2494 884 686 198 110 229 337 576 560 157 535 493 315 132 89 98 52 168 152 263 122 121 45 133 103 57
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=4 12 42 484 160 52 52 401 133 158 41 15 14 150 151 132 38 13 40 43 2 0 42 43 49 1443 481 52 1373 40
split_gain=3.84538 3.01418 2.06216 2.02628 1.91829 2.00707 2.35057 1.95293 2.16086 1.85425 1.80462 1.88734 1.74029 1.62367 1.60614 1.50904 1.4516 1.96477 1.53016 1.30742 1.95236 1.81807 1.4335 1.31588 1.24209 1.106 1.08461 1.30706 1.39481 1.26054
threshold=0.27020000000000005 0.080120000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.42985499999999993 -0.40891499999999997 1.0000000180025095e-35 0.10681500000000001 0.085110000000000005 0.077300000000000021 -0.12259499999999998 0.077685000000000018 0.10373000000000002 -0.27336999999999995 0.080815000000000012 1.0000000180025095e-35 -0.089899999999999994 -0.083709999999999993 -0.073684999999999987 0.087005000000000013 -0.074249999999999997 0.08221500000000001 0.0033500000000000005 -1.0000000180025095e-35 0.097655000000000006 -0.0079799999999999992 -0.08799499999999999 0.085770000000000013 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 25 -6 -7 8 9 10 11 -8 15 19 -2 16 17 -1 -19 20 -13 -22 23 -21 -24 -5 -20 29 -29 -28
right_child=14 2 3 4 5 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 26 22 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0019417539190527409 -0.0023922115507771513 -0.0024191968392962685 -0.0025580843850284431 -0.0028153984623331338 -0.0027672965518435928 0.0051046453855815507 -0.0028652735525349182 -0.0028111349069440401 -0.0026334785339625828 -0.0029730037632861982 -0.0030247620288291603 0.0042211736496389086 -0.0026345100841351607 -0.0027520962469247449 0.0011046385499541532 0.0020560945762942589 -0.0021375922265885246 0.0020486307021490169 -0.0030083413693026374 -0.00020815208695184568 -0.0021703084746628322 0.0026020835551725258 0.0023072922598976415 0.002504387250152079 -0.0027829346059654696 0.0028779664320200912 -0.0023037979775282717 0.00032394089243319315 -0.002462808599936308 0.0010660217179111183
leaf_weight=3.535952694714072 1.0445275232195843 8.1548579731024784 4.5398387275636223 3.4468418662436338 2.1848226711154011 0.6371702253818573 0.91002307413146688 1.9000108428299416 1.9222686486318696 1.1077015353366721 0.91429999656975347 2.4401043253019541 1.8918394232168783 0.73025621892884451 13.300852629356084 2.5353886596858493 2.4296122672967604 1.9998916070908404 1.1422910410910976 2.2566876104101343 0.94241132726892862 1.5675698108971117 0.48289760947228533 3.1722116163000464 1.3186261299997459 0.27138726552948345 3.6590941622853377 14.779856098815779 1.4546054322272528 1.0542972870171068
leaf_count=108 20 865 442 293 224 11 29 160 194 47 28 45 45 70 452 58 53 70 31 33 64 24 7 30 130 6 112 224 22 13
internal_value=0 -0.000687125 -0.00120526 -0.000883275 -0.000593129 -0.000294388 -2.82667e-05 -0.000194579 8.52675e-05 0.000415144 0.000669846 0.000914259 -0.000102617 0.00118066 0.000850023 4.4354e-05 -0.00012535 5.16203e-05 -0.000225815 0.00141644 0.00249162 0.000810215 0.000680354 0.00137684 -0.0014185 -0.00239985 -0.000431728 -0.000291224 7.42485e-05 -0.00155003
internal_weight=0 73.3828 38.9 30.7451 26.2053 22.4871 20.3022 19.6651 17.7651 15.8428 14.7351 13.8208 34.4828 12.9108 14.3454 32.591 30.0556 27.626 24.09 12.1805 4.95009 2.50998 7.23042 5.4289 1.80152 3.71823 22.0901 20.9479 16.2345 4.71339
internal_count=3910 3438 2702 1837 1395 1096 872 861 701 507 460 432 736 403 472 691 633 580 472 333 133 88 200 63 137 299 402 371 246 125
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=1 14 0 484 150 2 15 47 4 457 48 128 106 1373 52 4 43 43 0 42 131 3 1 39 3 16 16 124 41 12
split_gain=3.57125 2.55949 2.45785 2.20807 1.93937 1.939 2.26049 1.92005 2.31968 2.05349 2.19516 1.98695 2.14268 1.89084 1.75566 1.65893 1.61589 1.55321 1.2586 1.52767 1.19343 1.16912 1.15453 1.15336 1.09043 0.958347 0.878289 0.83884 0.821146 0.791829
threshold=0.076710000000000014 0.077685000000000018 -0.070894999999999986 -0.0043499999999999988 0.097030000000000019 0.14808000000000002 0.084565000000000015 0.077735000000000012 -0.23071499999999998 0.53894500000000012 0.12862000000000004 0.086435000000000012 0.092305000000000012 0.092315000000000022 0.28122000000000008 0.22584000000000001 -0.074254999999999988 -0.075819999999999985 -0.069414999999999991 0.091955000000000023 0.089055000000000009 0.11476000000000001 0.13837000000000002 0.088655000000000012 -0.5217799999999998 -0.53943499999999989 0.3935300000000001 -1.0000000180025095e-35 0.083975000000000008 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 21 4 27 6 7 8 -5 10 11 12 13 14 28 23 17 20 -4 26 -9 29 25 -8 -21 -18 -20 -2 -10 -1
right_child=1 -3 18 5 -6 -7 15 16 9 -11 -12 -13 -14 -15 -16 -17 22 -19 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017063274405492484 0.00152806619417693 -0.0027084402435688243 0.0034101483726063542 -0.0029133187170014545 0.0024139647107491741 0.0032711207576156479 -0.0031679340481450854 0.0011894421204573242 0.0025244165669606488 -0.0033072851247694028 -0.003304263455229467 -0.0029246164334926893 -0.0033212564805753246 -0.0027340741474866114 -0.0022123853114943367 0.0020679489695463716 0.00077205218798692438 0.0049671749377270709 0.00034863494782907451 0.0022891165052002531 -0.0026657418782217832 0.00035421959886902633 0.0017388880895478204 0.0032382728286964408 -0.0033903404664580041 -0.0022214239587184086 -0.0027688097654923233 -0.0028932291773044838 -0.00020706244915793572 -0.0031616606816741053
leaf_weight=7.1530592492781633 0.46337164007127274 3.2229796228930345 0.81722489977255541 1.4026107401587022 0.95115036889910687 2.1701860781759015 3.5622537536546584 3.0317328334785998 17.964834252838077 0.94059528969228168 0.9293554462492456 0.91065351571887632 0.77277008630335231 0.79957328597083588 0.85577402543276448 0.88471816480159748 1.2541573103517283 0.79417375568300386 8.2674900363199342 0.38193948566913638 1.056730583310127 1.6127344630658615 1.0782275088131426 0.2971275858581065 2.4208000251092026 6.2181875333189955 0.98722653696313578 4.3498176690191022 1.1423128405585874 7.4461418953724205
leaf_count=569 13 109 48 116 14 125 348 53 514 15 10 22 19 19 15 8 22 6 135 2 74 13 14 11 133 145 48 189 41 1060
internal_value=0 -7.331e-06 -0.00136055 0.000160633 -0.0016621 0.000388716 0.000246211 0.000492977 0.000992944 0.00121827 0.00140037 0.00159516 0.00178629 0.00197639 0.00216506 -0.00179028 -0.000464233 0.000969537 -0.000341545 -0.000595825 0.000193006 -0.00216978 -0.00128296 -0.00267473 -0.00261638 -0.001719 1.60884e-05 -0.00246759 0.00236112 -0.0024486
internal_weight=0 55.0533 29.0866 51.8303 5.76434 46.066 43.8958 39.1517 25.7185 24.3159 23.3753 22.4459 21.5353 20.7625 19.9629 4.7441 13.4332 4.88264 12.8747 12.0575 4.08846 16.2119 8.55057 3.85938 2.80274 7.47234 9.25472 4.81319 19.1071 14.5992
internal_count=3910 1902 2008 1793 216 1577 1452 1085 771 655 640 630 608 589 570 367 314 133 366 318 127 1642 181 359 135 167 183 202 555 1629
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 12 3 3 52 50 2 48 2 48 11 484 47 48 8 51 51 48 15 151 1 15 1 455 52 484 4 13 158 49
split_gain=14.0196 4.85154 3.61394 5.42857 3.20453 3.06583 2.8194 2.63011 3.04054 3.08134 2.14772 2.39996 2.11811 3.07453 2.08854 1.6649 1.65462 1.63011 1.62947 2.26318 1.73444 1.59371 1.6542 1.34255 1.30882 1.39689 1.22605 1.14413 1.04372 0.958641
threshold=0.094385000000000011 -0.041094999999999993 -0.115685 -0.032959999999999996 -0.42985499999999993 0.11515000000000002 0.14472000000000004 0.12862000000000004 0.09580000000000001 -0.086624999999999994 0.080455000000000013 -1.0000000180025095e-35 0.084155000000000021 0.11280000000000003 0.088630000000000014 0.092720000000000011 -0.07742499999999998 0.137325 -0.008624999999999999 -0.0074049999999999993 0.085990000000000011 0.079360000000000014 0.076710000000000014 0.092155000000000001 -0.094124999999999986 0.085090000000000013 -0.015104999999999999 -0.15355999999999997 0.11034000000000001 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 27 -3 6 7 8 14 -10 11 -1 23 -14 28 18 -11 -7 19 20 -5 22 -13 -2 -20 -26 -18 -4 -6 -29
right_child=1 4 3 15 5 17 -8 -9 9 16 -12 21 13 -15 -16 -17 26 -19 24 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0018524552221674201 0.0016137746183185037 -0.0017654678572418569 0.0016823483500041105 -0.0012362275655907586 -0.00030292696413153732 -0.0018508793710695275 0.0018810876012256526 -0.0013385698509769356 -0.0013546703674106656 -0.00061718999342111021 -0.0015254798076389201 0.00025723232702221181 -0.00084092388246067228 0.0018955676746096228 0.0015753240573895188 -0.0018784630020514785 -4.7044523057932645e-05 0.00038335738656128084 -0.0012172711232256209 -0.0016152669577017354 0.00074427537561495827 -0.00090761098672508488 0.0018443929036595832 -0.00065453804203662101 9.718727971827868e-05 0.0017176973197401294 0.001636914046789794 -0.00060828258778602615 -0.0018807051421446102 -0.0015510355310741559
leaf_weight=1.4694021241739381 10.379241043701768 3.0792295904830089 0.34449660032987495 2.1112182755023277 13.563822614029055 3.4969594422727814 2.8123261835426083 3.4393226709216824 1.637777805328368 1.3662813007831562 2.5766155477613202 5.5081053171306831 3.4401059038937083 1.8809165637940166 1.6823065988719452 2.0731729920953503 1.4937839563935966 1.3369812928140161 1.6870828941464431 4.8606299422681332 3.4496268853545189 1.9487518211826671 3.0065413117408752 0.83499600924551565 7.8110112529247981 1.9735471047461031 8.971460085362196 3.5047402344644061 1.3669420676305879 36.100681784562767
leaf_count=40 291 143 3 32 195 89 70 45 21 23 67 47 37 35 23 38 19 14 37 106 24 47 28 13 80 17 145 89 32 2060
internal_value=0 0.000225227 -0.000875958 -0.00105198 -7.2002e-05 5.46638e-05 0.000225967 8.71099e-05 0.000250108 0.000857753 -0.000100568 0.000207109 0.00102059 0.000126393 -0.000242549 -0.000404427 0.00116401 -0.00123293 -0.000264843 -0.000757444 -7.63803e-06 0.000496339 0.000817662 0.00144488 0.000182664 0.000424044 0.00139655 -0.00144045 -0.000447376 -0.00146761
internal_weight=0 60.7825 78.4256 63.9162 44.2472 41.168 36.334 33.5217 30.0824 13.4693 14.5094 11.9328 16.5353 5.32102 16.6131 23.9663 11.8315 4.83394 21.8931 10.4215 5.56085 10.4634 8.51465 11.2142 11.4716 9.78456 10.4652 39.9499 14.9308 39.6054
internal_count=3910 1195 2715 2486 819 676 573 503 458 208 229 162 376 72 250 334 187 103 296 162 56 122 75 304 134 97 164 2152 227 2149
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 12 484 3 3 3 47 48 50 4 2 48 0 11 49 474 51 457 43 43 42 42 3 4 43 48 13 2 2 13
split_gain=9.34186 3.506 2.69948 2.90071 3.66362 2.51266 2.14842 2.80655 2.0026 3.06523 2.22015 3.95254 1.82357 1.70623 1.64635 1.7238 1.4542 1.35725 1.32067 2.84669 1.37896 2.42298 2.07316 1.4517 2.20467 1.2313 1.24543 1.54014 1.35571 1.22009
threshold=0.094385000000000011 -0.041094999999999993 -0.0043499999999999988 -0.115685 -0.032959999999999996 0.16699000000000003 0.084155000000000021 0.11280000000000003 0.11515000000000002 -0.17479499999999998 0.09580000000000001 0.12862000000000004 -0.017269999999999997 0.080455000000000013 -0.088329999999999978 0.084655000000000022 -0.07742499999999998 -0.070739999999999983 -0.077544999999999989 -0.078644999999999979 0.08401500000000002 0.084305000000000005 -0.100615 0.0021050000000000005 -0.089604999999999976 0.083775000000000002 0.10153000000000002 0.10488500000000002 0.086130000000000012 -0.17606499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 13 18 8 -2 -8 9 -3 12 16 -11 25 -6 -16 -12 -18 19 20 -5 -22 -23 -24 -25 26 28 -28 -4 -20
right_child=1 5 3 4 14 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 29 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0021271250627298106 0.0017270826414990123 -0.0022289032406166164 -0.00033590263859141099 -0.0021776475797104441 -0.0024008903977716773 0.0017889184774321954 -0.0012346887618983307 0.0022946856875309496 -0.0016887132773900576 -0.00082466563840540691 -0.00082023685391331919 -0.0014255260064669874 0.00093181036314995773 -0.0016385260507069252 -0.00042329537154351478 0.0015451205810555219 -0.0004091184324627777 0.0019648450579473373 0.0024777947589542243 0.0028480381400261419 0.0055043468846134669 0.0021409535965095849 -0.0021786834729596778 0.0028387665491833077 -0.0021632874895466236 0.0020444671245062082 -0.0024607269387630581 0.00062728103822623006 0.0020377571671849328 -0.0020910113031390714
leaf_weight=8.166142348200081 9.185963608324526 2.7423739405348888 2.1573165878653509 4.855624162591992 1.614863989874723 2.891792847774922 3.0271816141903392 1.5211352854967115 3.9504301752895108 11.934948330745099 1.2182162161916483 2.9382932297885409 3.4161306880414548 1.9771626405417908 15.163794897496706 2.3026588615030041 1.2515171952545623 7.9966329429298639 0.26762615516781352 0.78531771525740524 0.27264506090432394 0.8385975183919071 3.6778495581820607 0.76434041932225227 0.82146554999053456 1.9150064680725334 1.4747217549011113 1.4289577417075632 2.1675389111042023 14.105971734039487
leaf_count=484 304 118 37 315 22 85 37 35 101 248 21 44 37 61 224 36 11 154 2 24 12 7 224 16 50 18 34 11 22 1116
internal_value=0 0.000218158 -0.000987791 -0.000823385 -0.00106072 -0.00011104 0.00113714 -5.43277e-05 -0.000266033 -8.76038e-05 0.000116607 0.000746926 -0.000433791 0.000147048 -0.00035312 -0.000163793 0.00135681 0.00164359 -0.00157237 -0.00105371 -0.00132655 -0.000678289 -0.000954525 -0.00144769 0.000247646 0.000533153 0.000132771 -0.000941058 0.000853732 -0.00200594
internal_weight=0 52.0746 64.7576 56.5915 45.4708 38.3403 13.7343 4.54832 35.4485 31.4981 28.7557 13.4047 15.3511 11.1207 19.0813 17.4665 10.4664 9.24815 26.3894 12.0158 11.2305 6.3749 6.10225 5.26366 1.58581 9.14354 7.22853 2.90368 4.32486 14.3736
internal_count=3910 1195 2715 2231 2048 819 376 72 734 633 515 230 285 183 282 260 186 165 1766 648 624 309 297 290 66 122 104 45 59 1118
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=4 12 12 43 52 48 14 39 3 0 52 457 147 160 52 13 457 13 11 52 13 43 43 4 15 43 16 0 160 3
split_gain=7.06089 4.27804 3.4705 2.3853 2.22195 2.21569 2.55376 1.97761 1.77955 2.01178 1.52033 1.65944 1.45481 1.26709 1.31085 1.20064 1.16516 1.31963 1.23182 1.10576 1.10566 1.08264 1.75401 1.06305 1.0379 1.02741 1.09354 2.57205 1.0439 1.04069
threshold=0.28937500000000005 0.051320000000000005 -0.041094999999999993 -0.049504999999999987 -0.016329999999999997 0.11930500000000001 -0.46879999999999994 0.14706500000000003 0.24227500000000002 -0.15713499999999997 -0.088354999999999989 0.083280000000000007 0.10058000000000002 -1.0000000180025095e-35 0.09716000000000001 0.019675000000000002 0.081330000000000013 -0.10241499999999999 0.077165000000000025 -0.092854999999999979 0.076210000000000014 -0.074254999999999988 -0.075819999999999985 -0.37626499999999991 -0.031229999999999997 -0.0088849999999999988 -0.0092949999999999994 -0.14293499999999998 -0.030424999999999997 -0.01223
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -4 16 19 -10 11 24 -8 -6 15 -15 17 18 -3 -5 -18 22 23 -19 -1 -21 28 -28 -27 -29
right_child=2 7 5 8 13 -7 12 -9 9 -11 -12 -13 -14 14 -16 -17 20 21 -20 25 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00037684566573426264 0.0026436968634294855 -0.00072516686746074404 -0.0025728855176084201 -0.0025726531420652682 -0.0028989289370170116 -0.0025020110092986293 0.0014538442187393837 0.0026998660212270453 -0.0027195766792163633 0.001564534935632128 0.0025546699950380601 -0.0022603746797125626 -0.0015554740653375271 0.00038817901027430289 0.0015707017696794025 -0.0030167294402703893 -0.0014844041216813704 0.00024182965263901994 -0.0027539034891778656 -0.0027803065235079815 0.0011625964492093981 -0.0025876495913801758 0.00099547364616441253 -0.0021303862813108715 0.002948075672357229 -0.0028017228098761605 0.0024119667765276878 0.00061305716686221423 -0.0011086603192505295 -0.0020191422823078167
leaf_weight=1.2351092342287304 3.3509885836392632 7.890922390855847 1.6911059860140065 5.1361793903633943 1.7788681369274852 2.4154403880238524 5.9873100984841585 0.60232423059642215 0.98694852367043528 2.6601762110367408 2.6836500018835068 1.3394194673746822 1.2807088736444709 1.302091291174291 1.5346102789044378 1.4239192213863132 4.3530970029532901 1.306509593501693 2.6176129970699549 2.5977123193442884 1.3601834028959272 26.893959190696481 1.3405716260895086 24.602684675715864 1.2312122564762833 3.0193372573703572 1.796099694445729 1.4297870248556135 11.506165381520985 3.1814460903406117
leaf_count=26 192 106 23 113 20 29 161 19 9 81 95 14 21 24 19 19 104 15 60 36 19 1395 29 1012 29 49 20 17 111 43
internal_value=0 -0.00153244 0.000351567 -0.000912815 3.63943e-05 -0.000323702 0.000263584 -0.00192397 -0.00128085 0.000405211 0.00107753 3.59119e-05 0.000923568 -0.0010823 -0.000323831 -0.00139036 -0.00196355 -0.00206158 -0.00123051 -0.00149536 -0.000854222 -0.00222288 -0.00186287 -0.00201076 0.00128299 -0.00126021 -0.00107156 -0.000189645 -0.00146059 -0.00120299
internal_weight=0 115.811 14.7256 44.8427 12.5289 11.3746 8.95912 70.9679 32.3139 3.64712 6.48939 3.80574 7.26802 6.03949 4.26062 2.72601 70.3655 64.6523 10.5085 28.6667 5.71328 54.1437 27.2498 25.9092 2.46632 23.5305 20.9328 6.40733 14.5255 4.61123
internal_count=3910 3484 426 725 246 234 205 2759 479 90 164 69 182 82 62 43 2740 2617 166 389 123 2451 1056 1027 55 276 240 80 160 60
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 4 160 2 1374 1425 123 132 0 16 15 128 1446 124 475 483 9 4 15 52 3 4 151 16 12 49
split_gain=3.84499 2.23052 2.08376 2.37178 2.65251 2.03347 2.02909 1.84478 1.70268 1.59967 1.56642 1.47365 1.46977 1.6209 1.60653 1.33844 1.36163 1.57325 1.28519 1.24516 1.21684 1.25947 1.35588 1.15626 1.47326 1.15551 1.021 1.21347 1.50461 2.548
threshold=0.094385000000000011 -0.0043499999999999988 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 0.51224500000000017 -0.092169999999999988 0.14808000000000002 -0.094679999999999986 0.081930000000000017 0.091310000000000016 0.093105000000000007 -0.23029999999999998 -0.50585499999999983 -0.098459999999999978 0.086435000000000012 0.089820000000000025 -0.048219999999999992 -0.082139999999999991 0.089065000000000019 0.082325000000000023 -0.51381999999999983 0.084050000000000014 -0.10201499999999998 -0.09113499999999998 0.49433000000000005 -0.27336999999999995 0.037105000000000006 0.090840000000000018 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 7 -4 9 -8 15 18 -6 -10 -14 -15 16 17 -2 -3 25 21 -16 23 24 -23 26 -19 28 -28 -30
right_child=5 2 3 4 11 -7 8 -9 12 -11 -12 -13 13 14 20 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.003021119149285649 0.0018327629342629278 0.00086560071002694263 -0.0032329974118375702 0.0011091155500634734 -0.0027968609302827722 0.0027909806335209082 -0.0036359807712599774 0.0025081392648357986 0.0029157381309404622 -0.0045515755144607825 0.0019942766419827579 0.0026913273113195876 0.0048099907742038686 -0.0033428262318881269 -0.0035159587318798102 -0.002257036351439192 -0.0033407267254190682 -0.0031328303323114714 -0.0029894447826777286 -0.0026771353641289681 -0.0031694313694045502 0.0027477982115053446 -0.0017442975053889788 0.0015210291271027289 -0.0032505487438969079 0.0026747076294114454 0.0011360759083132109 -0.0012183028990468364 0.0016593091622478426 -0.0027244711531766354
leaf_weight=5.2925674659200004 4.5945770228281679 0.91130540147423644 1.6385165145620728 2.4742363556288138 8.2137109749019146 2.5698510222136965 0.97470554383472219 2.5066731008701018 2.1372478846460643 0.78260060306638379 0.76972940098494369 0.48743996303528625 0.69262940436602605 1.2346228952519727 0.69177598413080943 2.5367667572572818 1.0685758609324683 1.0055209072306883 7.563289689831433 1.6704281866550434 0.89508277736604291 0.58388814982026804 1.8039263687096543 9.8111518770455799 1.1310714399442172 1.4921367354691017 10.413378204219041 5.423489259555935 2.1413561096414924 2.9854302424937478
leaf_count=484 161 30 78 45 821 167 35 102 21 52 11 18 7 37 15 73 30 23 808 51 37 9 72 132 55 44 197 179 28 88
internal_value=0 -0.00114491 -0.000908567 -0.000545825 -0.0016927 0.000153968 4.76899e-05 -3.10826e-05 0.000317054 -0.000217661 -0.00219444 -0.00248941 0.000520045 0.00021607 1.90681e-05 -0.000115905 6.04737e-05 0.000182737 -0.0025749 -0.00011892 0.000297321 0.000518621 0.000728 0.00111493 -0.00120831 6.32229e-05 -0.000114148 3.0643e-05 0.000466523 -0.000893454
internal_weight=0 47.3069 42.0143 32.77 11.1754 39.1908 21.5946 36.6209 19.9561 34.1143 9.24432 8.70115 18.9814 16.8441 16.1515 33.3317 30.7949 29.7263 8.4746 25.1317 14.9169 14.0218 13.33 11.5261 1.71496 23.4613 21.9692 20.9637 15.5402 5.12679
internal_count=3910 2715 2231 1382 884 1195 498 1028 420 926 849 839 385 364 357 874 801 771 838 610 320 283 268 196 64 559 515 492 313 116
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 47 48 39 4 48 12 16 14 47 15 16 15 132 14 457 2 4 15 2 12 0 13 3 13 43
split_gain=11.7207 5.91459 3.96753 3.671 3.46499 2.53549 2.97793 2.52958 2.84476 3.54908 2.14514 2.51797 2.00513 1.84145 1.61112 1.53293 1.4919 1.77027 1.46946 1.72957 1.35893 1.431 2.49493 1.31876 1.4407 1.2963 1.2304 0.911242 0.908379 0.913725
threshold=0.092550000000000007 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.084155000000000021 0.11280000000000003 0.15608500000000003 0.22584000000000001 0.11930500000000001 0.090585000000000013 0.13514000000000004 0.077685000000000018 0.09252500000000001 -0.008624999999999999 -0.091624999999999984 -1.0000000180025095e-35 0.080815000000000012 -0.46879999999999994 -0.070739999999999983 -0.013084999999999998 -0.49837999999999999 0.079360000000000014 0.090905000000000014 0.098355000000000012 -0.23029999999999998 -0.083924999999999986 -0.15002999999999997 -0.15355999999999997 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 12 28 -2 -7 8 10 18 11 13 16 15 25 -3 27 26 -10 -20 -16 -22 -23 24 -21 -6 -18 -1 -5 -30
right_child=1 2 -4 4 14 6 -8 -9 9 -11 -12 -13 -14 -15 20 -17 17 -19 19 23 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0028428823219429742 0.0019899733832615704 -0.0011523869758663316 0.0021342380265697673 0.0019408072724916975 -0.00029317459667650822 -0.0012637611146977092 0.0025413542702394029 0.0023491031506358787 -0.0014836858495300791 -0.0026821274620272683 -0.0019478323045427771 -0.0022298197039873425 -0.0024380078444347208 -0.0016152306882228069 -0.0025552764246230611 0.0014369277862654516 0.00090147149975232724 0.0017711331843615649 -0.001941885463608489 -0.0010854639133031361 -0.0015016326118273819 0.0014118223004928755 -0.0014806049574021785 0.0019131504516280875 0.0013286891451963195 -0.0020698690117755816 -0.0014493547972693618 0.00029641445129738802 -0.0015941677882515494 -0.0023438929945227326
leaf_weight=1.6233255416154864 11.306594371795656 1.6899494444951404 3.4546583630144587 0.32983749732375045 3.4985891133546829 3.4277505949139586 1.6992964670062063 1.6632469631731499 1.7008362431079174 2.1400507763028136 10.205993822775779 3.3704178100451818 1.7907986817881454 2.4051366057246923 1.1716627962887294 4.9983600564301041 1.6462287269532652 1.8133619781583545 1.1191991642117489 2.3634854741394502 2.3447229638695708 5.7578912712633574 2.307404225692153 5.7313668895512819 3.2335900403559208 6.4508526306599396 4.8617610651999721 1.4875209461897601 17.567873204126951 18.36725252028555
leaf_count=14 315 19 87 3 43 37 35 32 20 28 374 72 72 33 18 58 18 23 11 24 47 44 38 112 29 120 64 30 875 1215
internal_value=0 0.000164945 -0.000283728 -0.00124273 -0.00149832 0.00136832 -2.60259e-06 -0.000489363 -0.000610545 0.000138697 -0.00114888 -0.000494667 -0.000125601 0.000148454 -0.000751479 0.00078268 0.000236627 -0.000282488 0.000565366 0.000845346 -0.000155597 0.000114491 0.000584326 0.00112071 0.000309261 -0.00144512 -0.000854701 0.00162523 -0.00194173 -0.00197737
internal_weight=0 60.5099 44.0763 71.0191 57.7961 16.4336 5.12705 40.6216 38.9584 16.2885 22.6699 12.4639 13.223 9.09345 21.5311 6.68831 11.4322 8.32135 14.1485 12.4476 11.5817 10.41 8.0653 11.3284 5.59708 9.94944 6.50799 3.11085 36.265 35.9351
internal_count=3910 1286 899 2624 2403 387 72 812 780 224 556 182 221 110 310 77 149 105 196 176 147 129 82 165 53 163 82 44 2093 2090
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=1 0 123 3 31 1186 45 2 4 48 48 16 1 375 52 52 133 3 159 124 14 0 3 3 0 159 1213 43 43 42
split_gain=3.62664 2.11877 2.11505 2.17923 1.75022 1.67813 1.46698 1.69327 2.55593 2.03906 1.74287 1.79861 1.91833 1.37218 1.30623 1.85965 1.24395 1.2372 1.22382 1.21769 1.16973 1.28487 1.15391 1.8343 1.25913 1.13005 1.04238 1.05645 1.7331 1.67073
threshold=0.085835000000000009 -0.070894999999999986 1.0000000180025095e-35 0.16699000000000003 -1.0000000180025095e-35 0.084100000000000022 -0.080134999999999984 0.082715000000000025 -0.12499499999999999 0.086870000000000017 -0.064549999999999982 -0.53943499999999989 0.10786000000000001 -1.0000000180025095e-35 0.084240000000000023 0.082665000000000002 0.10681500000000001 0.11476000000000001 -0.034019999999999988 -0.25305999999999995 -0.13131999999999996 -0.081444999999999976 -0.074234999999999982 -0.075954999999999981 -0.035699999999999989 -0.47434999999999994 -0.080974999999999978 -0.078454999999999983 0.070805000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 6 -6 10 -9 20 -8 -12 25 -4 15 17 18 -1 -3 -5 21 -10 23 -14 -24 -13 -20 29 -29 -28
right_child=2 16 13 19 5 -7 7 8 9 -11 11 12 22 -15 -16 -17 -18 -19 26 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0021905543487796505 0.0045623702003202747 -0.0036592951956249294 -0.0039229287823357257 -0.0029898351072028531 0.0038957063985278371 0.0037196897317996066 0.0025848348558028672 -0.0029561463040496793 -0.0025985067143242456 -0.0009198970745697843 -0.0079964264495618938 0.0029843752770480031 -0.00046862782495002089 0.0020277837122396644 -0.0035662480739486243 0.0063280388681427342 -0.0030654503967151954 0.0011829062518997637 -0.0039382260605524801 0.0030780135016099794 0.0023008732712664162 0.0025222284430817194 -0.0037691898749617667 0.0054536161939648655 0.00091144436908679864 -0.0034169091400736641 -0.0014617781735060695 -0.0030868344230346738 0.00090820529963773458 0.002922984534766537
leaf_weight=12.244865431915967 0.78868798166513343 1.0486200647428621 0.49952664971351612 0.4586095325648788 0.78931542858481307 1.0240611117333163 1.0436147041618813 3.4443700849078622 1.4640378374606373 8.1467077396810037 0.59139075875281477 0.35034168092533402 3.1436380571685736 7.3228016677312544 5.9852275005541733 0.34577680053189475 1.9240295197814692 1.4693760052323348 0.6719763209111943 3.076290836557745 6.2245461880229396 0.99196413438767539 1.9777992293238642 0.78967752400785673 1.0681404760107396 6.6486242855899143 1.4701837757602332 2.027206737082456 3.7060659034177661 3.6576500143855784
leaf_count=956 23 44 5 7 13 25 24 169 20 135 3 10 93 286 799 21 105 12 22 146 133 32 47 7 12 520 43 90 52 56
internal_value=0 -0.00147529 -1.08031e-05 -0.000319546 -0.000559297 -0.000666448 -0.000788923 -0.000891965 -0.000229713 0.000328361 -0.00175181 -0.00206244 -0.00181139 0.00164778 -0.00220709 -0.00162851 -0.00046404 -0.00182911 -6.62244e-05 0.00229079 0.00149985 -0.000530273 -0.000522656 0.00072036 -0.0021278 -0.00309649 0.000260468 0.000520241 -0.000504386 0.00166584
internal_weight=0 34.551 49.8441 42.0218 38.4869 37.6982 36.6742 35.8849 20.2716 16.8273 15.6132 14.5696 13.9782 7.82233 20.0452 14.06 14.5057 13.7142 12.5817 3.5349 8.68055 2.456 6.97926 3.93332 3.04594 6.99897 11.5331 10.8611 5.73327 5.12783
internal_count=3910 2200 1710 1419 1266 1243 1218 1205 489 320 716 692 689 291 1788 989 412 968 307 153 185 52 159 100 59 530 263 241 142 99
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=1 12 12 3 40 13 49 39 47 4 50 48 2 49 0 16 8 3 43 43 1 15 0 12 48 43 160 16 51 42
split_gain=11.116 4.53157 4.14588 2.85041 2.51826 2.23238 2.86121 2.05307 2.43545 3.10907 3.01523 2.2121 2.03118 2.01783 3.16081 1.59524 1.52058 1.47988 1.43946 2.17192 1.42099 1.664 1.4004 2.51768 2.2645 2.45013 1.81944 1.27066 1.26136 1.16137
threshold=0.099595000000000017 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.34489500000000001 -0.10241499999999999 -0.081629999999999994 0.15608500000000003 0.090280000000000013 -0.17479499999999998 0.11551000000000002 0.12862000000000004 0.10045500000000002 -0.084114999999999981 0.076335000000000014 -0.50763499999999995 0.084980000000000014 -0.15121499999999996 -0.074254999999999988 -0.07687999999999999 0.085990000000000011 -0.035939999999999993 -0.070894999999999986 0.096055000000000015 0.093225000000000016 -0.16369999999999998 -0.081069999999999989 -0.069144999999999984 -0.07742499999999998 0.08221500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 7 -2 15 13 8 9 -3 11 12 16 14 -7 -4 -11 -1 19 27 21 -19 -8 24 25 -24 -27 -10 -14 -17
right_child=1 3 5 -5 -6 6 22 -9 18 10 -12 -13 28 -15 -16 29 -18 20 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00096221261320861436 0.0020763446291406943 -0.0026481044109972281 0.001896467327882363 0.0019504980666735898 -0.0027888436044533824 -0.0022927894095910286 -0.0023971611156952274 0.0024303042846164414 0.0007843186846435453 -0.00064342586271749986 -0.0027624508519566954 -0.0019867483436573075 -0.00064567164407704398 0.003196591442308749 0.003457730595138906 -0.00043991204221386276 0.0018360750923718952 -0.0026250864330755017 -0.0021464246496676509 0.0027665611019981199 -0.00016584173969379578 -0.00059070383587538316 0.0036880648078635547 -0.0026139844019323131 0.0037030025596098541 0.0016979429504006757 -0.002727709084834792 -0.0026978596398419589 0.0022161244710484046 -0.0026161702780034364
leaf_weight=4.0154624115675714 10.042565105482932 2.4091665120795325 1.4154487922787655 3.861606220714747 0.70926660299301225 2.4401525016874079 27.014784506522115 1.6185438912361849 1.0422076508402829 5.570144711993648 1.7542513944208611 1.7596145831048478 1.109528852626682 0.9809861071407785 0.7871960550546645 6.269427518360315 2.1286604832857847 4.0371151752769974 6.6067533949390036 1.0842074789106844 14.702995659783481 6.5906940028071395 0.63157174736261401 4.4406709931790829 0.84618372842669476 0.75612760335207063 2.4613621514290585 1.7451845072209835 7.0701989140361521 2.0185616379603744
leaf_count=37 306 93 20 96 8 83 1873 32 10 76 35 15 20 8 4 58 25 117 108 11 187 99 4 209 8 7 101 48 136 76
internal_value=0 0.000326146 -0.00118993 -8.08213e-05 0.0017554 -0.00162648 -0.00188486 -0.000312223 -0.000449736 2.54471e-05 0.000357589 0.000667901 0.000962082 6.24874e-05 -0.000890156 -0.000551819 4.21371e-05 -0.000445221 -0.00143841 -0.000230218 -0.000668328 -0.00136349 -0.00211155 -0.001267 6.96016e-06 -0.000805584 -0.00168766 -0.00139587 0.00182794 -0.000969945
internal_weight=0 48.5119 79.4087 37.7601 10.7518 50.0625 40.359 33.8985 32.2799 21.8016 19.3924 17.6381 15.8785 4.20833 3.22735 9.70344 7.69881 29.3463 10.4784 3.8716 25.3308 10.6278 36.1507 9.13592 4.69525 3.84906 3.21749 2.78739 8.17973 8.28799
internal_count=3910 1019 2891 705 314 2451 2297 609 577 400 307 272 257 95 87 154 101 440 177 69 403 216 2202 329 120 112 108 58 156 134
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 47 48 39 12 52 3 14 52 150 15 15 11 0 124 52 484 1 49 3 16 51 42 16
split_gain=15.0734 6.08371 4.00935 3.9913 3.91552 3.21219 2.9902 2.7953 3.4363 2.67786 2.66511 2.243 2.33401 2.15975 1.99896 1.74577 1.69573 1.3472 1.59952 1.25707 1.24201 1.34095 1.27721 1.24076 1.18032 1.0159 0.996786 0.985914 1.55598 0.978124
threshold=0.092550000000000007 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.22584000000000001 0.11930500000000001 0.084155000000000021 0.11280000000000003 0.18016500000000005 0.090585000000000013 -0.26295999999999992 0.082730000000000012 0.077685000000000018 0.13709500000000002 0.10139000000000002 -0.008624999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 -0.027784999999999997 -0.096614999999999993 0.083810000000000009 0.10113500000000002 0.13441 -0.15002999999999997 -0.092014999999999986 -0.063299999999999981 0.095385000000000011 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 5 9 14 -2 -9 10 11 -3 23 17 -7 24 19 25 29 26 -18 -22 -23 -13 -14 -1 -5 28 -12 -19
right_child=1 4 3 16 -6 6 -8 8 -10 -11 27 12 15 -15 -16 -17 20 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025091187390885645 0.0018109245132474328 -0.0022743073285893733 -0.0017457462767213865 0.00063309071952281654 0.0018758383721079435 0.00097665198425186972 -0.0018837493412816036 -0.0011905226269995849 0.002271826215011969 0.0026288657724559622 -0.0019070106202682649 -0.00025071439721403247 -0.0020913610063319921 -0.0021547962000082114 -0.0011614019940115123 0.0010714380668083478 0.0014727413727699805 -0.00078866905538465474 -0.0018586118199418649 -0.0017864121676467513 -0.0022231099466035803 -0.00047093692641081539 0.0015824222962100862 0.0020329767994887809 6.0040250601274691e-05 0.00016341983345820739 -0.0015524706551792991 -0.002195140286345338 0.00063494769265918963 0.00085226935953192399
leaf_weight=1.6344351842999461 12.437996629625561 2.1178175071254364 40.078992681577802 2.1583912651985888 3.7595188189297906 13.216944517567756 2.2704559732228509 3.5292051732540122 1.9076639898121355 0.94102793000638385 2.7041137926280525 1.5973373306915215 3.2278039120137691 1.9422695459797967 2.2040944583713999 1.7302344664931295 1.8313389420509327 2.4441744238138172 1.9758491832762954 6.7466216776520032 1.4687100183218706 6.6804530378431064 1.6274075135588644 2.8823203444480896 1.6724284738302229 1.5578030142933119 1.5480371750891206 6.7213052865117744 1.6906686611473558 4.3837509946897635
leaf_count=14 315 54 2093 18 87 181 31 37 35 17 85 26 41 72 25 12 14 31 38 120 40 78 15 35 16 30 25 267 22 36
internal_value=0 0.000236231 -0.00112896 -0.00135494 -0.000158196 -0.00033613 0.00034319 0.00126751 2.43306e-05 -0.000811438 -0.000944425 -0.000314002 5.9672e-05 -0.000121498 0.000671065 -0.000723366 -0.000644936 0.000207713 -0.00021171 -0.00125218 -9.81091e-05 -0.000392359 -6.87092e-05 0.00121867 -0.0013571 0.00136442 -0.000279737 -0.00169462 -0.000929122 0.000264867
internal_weight=0 64.6109 76.0782 62.14 46.7361 42.9766 17.6915 17.8749 5.43687 25.2851 24.344 13.2279 11.1101 13.9383 15.421 6.63047 22.061 11.996 8.80377 10.4531 11.6079 9.77657 8.30786 4.47966 4.90023 3.19224 3.70643 11.1161 4.39478 6.82793
internal_count=3910 1286 2624 2403 899 812 237 387 72 575 558 184 130 221 206 69 310 149 105 163 147 133 93 61 57 44 43 374 107 67
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=4 12 42 484 160 52 401 133 158 41 52 14 15 12 453 150 132 376 133 1373 15 13 0 48 1 3 13 160 2 16
split_gain=3.58657 2.78394 1.69919 1.75265 1.68701 1.77339 2.03092 2.05977 1.87941 1.85896 1.99222 1.61209 1.50251 1.48886 1.66531 1.47725 1.37612 1.35124 1.40765 1.21465 1.28972 2.02708 1.20143 1.11077 1.13831 1.11064 1.10825 1.22146 1.07416 1.38227
threshold=0.27020000000000005 0.080120000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.42985499999999993 1.0000000180025095e-35 0.10681500000000001 0.085110000000000005 0.077300000000000021 -0.40083499999999994 0.088250000000000009 -0.12259499999999998 -0.071274999999999991 1.0000000180025095e-35 0.10373000000000002 0.080815000000000012 0.048375000000000008 -0.069944999999999993 0.089210000000000025 -0.18057999999999996 -0.10939499999999998 -0.10071499999999999 -0.064549999999999982 0.13662500000000002 -0.0026499999999999996 -0.5337599999999999 0.090010000000000021 0.099675000000000014 -0.49914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 -5 -6 7 8 9 10 -7 16 -12 -2 23 26 17 18 -1 20 -20 -22 -23 -15 28 -19 -14 -28 29 -25
right_child=13 2 3 4 5 6 -8 -9 -10 -11 12 -13 15 14 -16 -17 -18 25 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0028943998776007887 0.0025092266319997332 -0.0023341226381736321 -0.0025075207976343696 -0.0023847223698631893 -0.0027222820301739193 0.006011723024618755 -0.0027686200814756503 -0.0025515585738576795 -0.0029373016052020333 -0.0029461970756168958 -0.0027024773457334241 -0.003047883062179338 -0.0032241835279519385 0.0027829620972624185 -0.0029441139147023763 -0.0027112774862529357 0.0018715526811019657 0.0018807113373955798 -0.0027600786146316559 -0.0030362336255352952 0.002423905994054724 0.00032897977066545281 -0.0010583495799117615 -0.0035197742883192008 0.0025186116491239486 -0.00076629216807095539 0.0016434631392687627 -0.0013744747020356528 0.00062462512872495167 0.00047603085675631645
leaf_weight=1.5795071921311379 2.8501889863982788 7.6261870623566201 4.24330970598385 3.4568134527653518 2.0786629631184104 0.53618328366429402 1.8789985654875625 1.8061522971838702 1.0843909261748184 0.93240626808255989 0.84377613384277239 1.3142511248588551 0.389520384371285 1.5105416812002648 1.0043484941124905 0.72872693696990687 2.5225562150590113 3.5898712798953056 1.2696161540225208 1.091545121744274 2.2331609129905763 10.227518725674612 7.9313061544671504 1.2630242528393867 1.3763117613270877 1.6584101198241104 10.376145936548683 1.0575393293984223 4.6011109333485365 1.2160383490845541
leaf_count=53 184 865 442 299 224 5 164 194 47 30 29 27 3 58 20 70 63 106 36 19 70 138 195 20 58 29 293 37 109 23
internal_value=0 -0.000703777 -0.00120887 -0.000917114 -0.000648986 -0.000372642 -0.000123882 0.000156011 0.000462637 0.000710671 0.000955411 -0.000143951 0.000753025 0.000786619 0.000339113 0.000985313 -2.50703e-05 -0.000186808 -0.00045234 -0.000282814 -0.000144067 1.88076e-05 -0.00027697 0.000669955 0.000292518 0.00104428 0.00121315 0.00136432 -0.000140211 -0.00155974
internal_weight=0 70.4566 37.0388 29.4126 25.1693 21.7125 19.6338 17.7548 15.9487 14.8643 13.9319 33.4177 13.3957 13.8216 10.9714 12.5519 32.1035 29.5809 24.3327 22.7531 21.6616 20.392 18.1588 9.96703 8.45649 5.24828 11.8232 11.4337 7.08017 2.47906
internal_count=3910 3438 2702 1837 1395 1096 872 708 514 467 437 736 432 472 288 403 709 646 511 458 439 403 333 268 210 135 333 330 152 43
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 12 51 12 13 49 156 47 50 15 38 2 52 4 4 1 47 4 4 3 13 4 12 16 42 151 1 122 48 0
split_gain=11.055 4.53806 3.64613 3.16149 2.46787 2.95377 2.09582 2.28148 3.23001 2.02802 1.87459 1.80777 1.66627 1.61922 2.66018 2.43018 2.19587 2.87554 2.99478 1.74378 1.54967 1.4194 1.6366 1.39395 1.35021 1.31844 1.26771 1.257 1.2489 1.08592
threshold=0.10398500000000001 0.080120000000000011 -0.40274499999999996 -1.0000000180025095e-35 -0.10241499999999999 -0.080034999999999981 0.11896500000000002 0.11603500000000001 0.11515000000000002 0.079360000000000014 0.084445000000000006 0.11462500000000002 0.13709500000000002 -0.48072499999999996 -0.073574999999999988 1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -0.0026499999999999996 0.076210000000000014 -0.034289999999999994 0.11742500000000002 -0.50763499999999995 0.08221500000000001 -0.082314999999999985 0.13735000000000003 0.09197000000000001 0.12933000000000003 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 10 23 20 7 8 11 13 27 12 21 -1 -15 -16 17 18 19 -17 25 -5 -23 -3 -25 -6 -9 -4 -13 -7
right_child=2 4 3 6 5 29 -8 26 -10 -11 -12 28 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014912552639935771 -0.0017378924636562067 0.0016722719009659326 0.0020513177380374146 -0.0010221978169912603 0.00099658817322614314 -0.0019265640896793286 -0.0021733109329083789 -0.0017781825534719073 -0.0022572934948739969 -0.0022214028676916463 -0.00016726722667751752 0.0020387535288480824 -0.0016405484119522472 0.0012355627352126904 -0.0016486247024094052 0.0017446122835762109 -0.0017894439201188617 0.001599782247185 -0.0019902810368114211 -0.00048753536658194469 0.0018363990523809757 0.0014251909802931824 -0.00080244728829215965 -0.00016813513351648921 -0.0021474630200539382 -0.0017340836629277728 0.00063869251705381182 -0.00085462960914319561 -0.00013078922153026459 -0.0011078913407059051
leaf_weight=3.4519161349162486 3.1331744408234945 1.2774905217811463 9.0901381159201229 1.8226282140240115 1.1763403136283161 26.223455613479015 1.5191994383931149 3.0210208585485807 1.5579740526154626 2.1767225591465822 2.4541758280247441 6.014091331511735 1.5746477358043183 5.8831322863698032 4.6534357359632876 2.6790439728647542 2.391572853550314 5.0270132254809132 3.0991177912801451 3.3501761257648468 1.4130898565053938 6.9944778634235334 1.7547143567353485 6.0451828455552441 1.9351664790883658 2.0852496102452269 1.3292881473898885 0.68054129555821496 1.3892808482050893 9.348346442915501
leaf_count=71 57 20 283 44 16 1895 52 50 36 49 37 152 23 59 101 49 35 62 45 33 13 91 19 59 77 78 12 7 24 361
internal_value=0 -0.000894145 0.000403013 0.000574121 -0.00128802 -0.00150887 0.000179861 0.000320285 0.000600572 -0.000298081 0.00144416 0.000828323 0.000338702 -0.000160977 8.57346e-06 -0.000331918 3.83751e-05 0.000347188 -0.00034262 0.000504305 3.23715e-05 0.000633506 0.000978422 -0.000327916 -0.000648105 -0.000749227 -0.00103968 0.00184891 0.00163163 -0.00171142
internal_weight=0 82.2165 42.3354 39.2022 49.5043 40.2465 26.9773 25.4581 21.1078 32.7121 12.2249 19.5498 12.1465 30.5354 27.0835 21.2004 16.5469 14.1554 9.12834 6.02922 4.67468 10.5718 8.74919 9.25784 7.98035 3.26159 4.35031 9.77068 7.40337 35.5718
internal_count=3910 3023 887 830 2519 2363 503 451 389 504 327 353 177 455 384 325 224 189 127 82 107 154 110 156 136 94 62 290 176 2256
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 4 160 1374 1425 1446 2 0 0 16 15 51 376 31 51 48 48 1348 4 13 15 47 3 12 9 15
split_gain=3.50736 2.12007 1.87462 2.161 2.39677 1.8241 1.82263 1.61088 1.58338 1.54612 1.55185 1.51982 1.33032 1.39732 1.41086 1.30415 1.26806 1.44975 1.45039 1.22086 1.27536 1.14911 1.14706 1.22128 1.28167 1.3268 2.13449 1.57528 1.07714 1.1298
threshold=0.094385000000000011 -0.0043499999999999988 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 0.51224500000000017 -0.092169999999999988 -0.094679999999999986 0.081930000000000017 0.089600000000000013 0.14808000000000002 1.0000000180025095e-35 -0.23029999999999998 -0.50585499999999983 -0.098459999999999978 -0.40274499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26960999999999996 0.099240000000000009 0.10417000000000001 0.090050000000000005 0.50657000000000008 -0.082894999999999983 0.024640000000000006 0.090280000000000013 -0.10315499999999998 0.091405000000000014 0.082325000000000023 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 6 -5 8 -4 -8 9 10 15 -3 -9 -14 -15 -2 17 -17 -19 -6 -21 22 23 -20 25 27 -27 -25 29 -16
right_child=5 2 3 4 19 -7 7 12 -10 -11 -12 -13 13 14 28 16 -18 18 21 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0031668781727963754 -0.0023184005441244178 -0.0028895027394979203 -0.0033978499672386643 0.0010871583640702513 -0.0029889971245536172 0.0029325329611361978 -0.0038121744208874488 0.0029799708446731081 -0.0047110144462202486 -0.0035055495543420009 0.0028375201005978084 0.00061267402101244234 0.0048821298571726044 -0.0034814635390610781 0.00089036212310167567 0.0040841552662082472 0.0021620493125751542 0.0051310565714996507 0.00063026722773977832 0.0047899661590370818 -0.0032915541931787585 0.0032061484658022473 0.0034580050030644967 0.0011366826869089375 -0.002903641826843576 0.0042180372601513276 -0.0026734948987903471 -0.0021263709351629087 -0.0033398594061893583 -0.0018469433917990476
leaf_weight=4.86526000406593 2.2615661327727166 7.0210212953388673 1.4765359815210128 2.4537469553761175 7.3364849104545993 2.3995322748087338 0.93499195529148593 2.0996105633676114 0.73122829664498468 1.1996014681644727 2.2564704772084943 1.5996215371415017 0.65377569012344849 1.1090503316372728 11.907175650354448 0.88105866685510648 3.2029530964791766 0.53506781160832417 6.5545111107640102 0.45713973138481367 0.37269028881564736 0.96181328129023214 0.7784675806760778 5.6980816507711847 3.1004836494103065 0.53094127681106318 4.2946483832783997 2.1395746218040586 0.80205523828044611 1.8288051644340164
leaf_count=484 59 824 78 45 791 167 35 21 52 37 99 25 7 37 210 23 119 3 144 14 34 27 24 125 136 7 99 74 37 73
internal_value=0 -0.00114568 -0.000900165 -0.000532795 -0.00172298 0.000197309 7.45399e-05 0.000339706 1.04625e-05 0.000110839 0.000241526 -0.00223965 0.000550677 0.000237776 4.37224e-05 5.21934e-05 0.000239143 -2.62633e-06 -0.000149034 -0.00256735 0.00116042 -0.000266465 -0.000411074 -0.000546029 -0.00103513 -0.000577641 -0.00191525 0.000245913 0.000312645 0.000525918
internal_weight=0 44.918 40.0527 31.4321 10.6201 37.526 20.812 19.3355 35.1265 34.3952 33.1956 8.62064 18.4005 16.3009 15.6471 30.9392 28.6776 25.4746 24.5936 8.16631 0.82983 24.0585 23.0967 22.3182 15.7637 12.6632 4.82559 7.83766 14.538 13.736
internal_count=3910 2715 2231 1382 884 1195 498 420 1028 976 939 849 385 364 357 840 781 662 639 839 48 636 609 585 441 305 106 199 320 283
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=4 12 151 49 3 14 132 376 133 13 38 50 160 42 151 150 133 133 43 3 52 16 0 1 47 160 3 52 13 49
split_gain=9.60729 6.92718 2.71734 2.60829 2.93659 2.14423 2.2377 2.59877 2.19695 2.39475 2.19795 2.02057 1.74102 1.70523 1.5433 1.308 1.22694 4.09417 1.44752 2.021 3.70977 3.03428 1.33587 1.32331 1.22176 1.20621 1.1442 1.08074 1.13404 1.25743
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.062504999999999991 0.10666500000000002 0.088250000000000009 0.080815000000000012 0.048375000000000008 -0.0087799999999999979 -0.10939499999999998 1.0000000180025095e-35 0.14026500000000003 -0.066794999999999979 -0.089024999999999979 -0.051109999999999996 0.083205000000000015 0.084630000000000025 0.083815000000000014 -0.074254999999999988 -0.078669999999999976 -0.24084499999999998 -0.16268499999999997 -0.13027499999999997 0.083370000000000014 0.11861000000000001 -0.092169999999999988 -0.100615 -0.092854999999999979 0.10741000000000002 -0.069934999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 12 16 6 7 8 -1 10 -10 24 -3 -9 15 -11 17 18 19 26 -21 -22 23 -20 -4 -16 -5 -27 29 -29
right_child=2 3 11 4 -6 -7 -8 13 9 14 -12 -13 -14 -15 25 -17 -18 -19 22 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0020759753590854505 -0.0018465656243364331 -0.0018077502587165305 0.0014393442724417098 -0.00065857876611570836 0.00053440901050800659 -0.0023462246941420364 0.0015224588795427518 -0.00083987694214964273 0.0021612878900157846 -0.00053373047571727054 -0.00096769311674657946 -0.0019918037453979373 0.00025816823192098385 0.0014804232964062041 -0.0021789087070583739 0.0015260700362832232 -0.0020327377519156536 0.003735289185231899 -0.0021352162619504337 0.0042076010692381682 0.0023753313703407481 -0.0021215743854907021 -0.0019514706203000848 0.00099241316369322536 -0.00066019788010041828 -0.0016538017894196832 -0.0020955066274919872 -0.0014499219622717279 -0.0018472912064900196 0.00019037576871885981
leaf_weight=2.9667642563581493 1.3777835145592714 2.1672299448400736 14.496413686312733 4.5226325588300815 3.0956174079328767 1.7028540410101403 3.4998305197805157 1.7015142925083635 2.8799830861389699 2.497511990368376 1.3532806467264888 0.81692092120647508 7.3340395884588343 5.4898396283388129 2.1450397428125276 2.560443514958024 12.887353149242697 0.65050936490297218 0.94600845687091295 0.81612882483750615 0.90222333744168359 1.9352373536676117 16.65103626344354 1.3414928261190651 1.2333559691905982 3.0976540213450887 4.5679421750828615 2.3626514337957003 1.7789568901062001 10.151561407372315
leaf_count=66 20 79 380 110 23 27 64 19 67 36 16 10 125 117 50 35 928 17 29 13 9 85 1049 21 16 86 244 27 22 120
internal_value=0 -0.00072166 0.000885926 -0.00118301 -0.00137375 -0.000118004 -2.86943e-05 -0.000167946 -0.000416611 -0.000245836 0.00116102 0.00111345 -0.000213066 0.000931427 -0.000487994 0.000508984 -0.00150438 -0.00129378 -0.00139704 -0.00086937 0.000402693 -0.0006917 -0.00175212 -0.000301035 0.00127472 -0.000746118 -0.00138062 -0.000569393 -0.000334377 -0.000119308
internal_weight=0 102.005 17.9245 57.8175 48.3162 44.1879 42.485 38.9852 31.7938 28.8271 4.23326 16.5467 9.50127 7.19135 24.5938 5.05796 45.2206 32.3332 31.6827 12.7442 3.65359 2.83746 18.9385 2.2875 15.7298 19.5359 9.09057 17.3908 14.2932 12.5142
internal_count=3910 3484 426 2732 2528 752 725 661 525 459 83 406 204 136 376 71 2505 1577 1560 461 107 94 1099 50 396 305 354 255 169 147
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=1 0 14 484 150 52 160 1212 1373 457 1 2 3 11 0 16 15 48 47 16 133 52 3 16 132 52 51 30 30 457
split_gain=3.31395 2.19186 2.15347 1.92687 1.79125 1.73615 1.82331 1.80044 1.86566 1.57795 1.66726 2.13968 2.17575 3.12545 1.94464 1.80818 1.46172 1.40941 1.66156 1.35021 1.20485 1.46825 1.40751 1.42949 1.49699 1.75463 1.03024 1.00983 1.03059 0.953754
threshold=0.076710000000000014 -0.074249999999999997 0.077685000000000018 -0.0043499999999999988 0.097030000000000019 -0.42985499999999993 -0.40446999999999994 -1.0000000180025095e-35 0.09586500000000002 0.53894500000000012 0.12864500000000004 1.0000000180025095e-35 0.099570000000000006 0.088840000000000016 -0.066689999999999985 -0.17157499999999998 -0.10981499999999998 0.12862000000000004 0.084155000000000021 0.050115000000000007 0.10681500000000001 0.11401500000000002 0.10666500000000002 -0.23935499999999996 0.082150000000000015 0.091210000000000013 -0.10748999999999999 -1.0000000180025095e-35 0.086055000000000006 -0.0015249999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 10 11 14 13 26 15 16 -9 18 19 -14 21 22 23 -3 25 -25 -13 -17 -29 -28
right_child=2 20 -4 5 -6 6 7 8 -10 -11 -12 12 17 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.0024550069528635273 -0.0027808119906510007 0.0032352087849288678 -0.0028944868682927376 -0.0031116255597272791 0.0025832057548673282 -0.0026979893680031046 -0.0037291964214858286 -0.001832123536065486 -0.0037551216678159364 -0.0036863920203389976 0.0026031592027903139 -0.0017323000637303994 0.0030297518788060937 -0.0032566791646510204 0.0017063780337918894 0.0026705099152807771 0.0029001362335835767 -0.0040589344571657065 -0.0027382705138075938 -0.0021082642997679699 -0.0030641951232902986 -0.0038293473089482527 0.0042298873867780244 -0.003002391127058537 0.0028183400646357424 0.00075403141817313702 0.00013184042396917038 -0.0037285066648370746 0.0036674415938120876 0.0034673980105542194
leaf_weight=15.091898090206088 4.4561173976398996 1.3833217853680215 3.0905160703696302 1.6974655101075757 0.93762580025941122 2.0739637599326661 1.1132226414047171 1.5937017407268288 1.0780957555398334 0.89155745413154264 7.069801273290067 0.58017393760383029 2.6368025438860054 1.1504787411540736 3.4829883282072922 0.3818507185205825 1.6561777712777184 1.032590198330581 1.4205568982288239 0.83886313252151001 1.9188607395626593 1.1412099841982115 1.0636060722172249 3.5615475410595554 1.2768264110200105 2.7357063563540578 1.2011991217732418 4.1434440216980866 0.24849150236695994 9.5223017819225806
leaf_count=1575 202 15 109 164 14 102 76 23 25 15 281 26 79 20 100 4 20 19 18 24 127 51 7 151 32 50 23 338 11 209
internal_value=0 -0.001539 -3.82963e-05 0.000141089 -0.00184835 0.000386002 0.000526971 0.000694006 0.000820493 0.000950818 0.00106268 0.00069831 0.001445 0.00228231 -0.000494602 -0.00145002 0.000579493 -0.000313853 0.000475968 0.00178968 -0.000482178 -3.83114e-05 0.000393418 -6.21256e-05 -0.000664347 -0.00137049 0.00284606 -0.00283167 -0.00331005 0.00309376
internal_weight=0 28.173 52.298 49.2075 5.39374 43.8137 42.1163 40.0423 38.9291 37.851 36.9594 29.8896 18.383 12.4542 11.5067 8.02367 3.24988 5.92881 4.89622 3.47567 13.0811 11.1622 10.021 8.9574 7.57408 6.29725 11.3037 4.77379 4.39194 10.7235
internal_count=3910 2008 1902 1793 216 1577 1413 1311 1235 1210 1195 914 418 278 496 396 43 140 121 103 433 306 255 248 233 201 258 353 349 232
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 50 4 151 2 48 0 4 4 11 48 51 376 49 15 457 132 13 49 3 16 51 4 42 0 48
split_gain=10.9498 3.79325 3.26378 4.02936 2.7442 2.25229 3.31278 2.42521 3.45239 2.85859 2.30765 2.09359 2.77726 2.02962 1.9593 1.68545 1.44905 1.29367 2.11668 1.27058 1.1588 1.6875 1.14665 1.5043 1.59083 2.05219 1.04248 0.976592 0.93887 0.946755
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.11515000000000002 -0.17479499999999998 -0.40391999999999995 0.090695000000000012 0.11930500000000001 -0.017269999999999997 0.26790000000000008 -0.00027999999999999998 0.080455000000000013 0.091185000000000002 -0.07742499999999998 0.048695000000000009 -0.031434999999999998 0.079360000000000014 -0.068264999999999978 0.080815000000000012 0.10153000000000002 -0.088329999999999978 0.086245000000000016 0.22945500000000005 0.08955500000000001 -0.086799999999999974 0.087765000000000024 -0.11524 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=2 11 13 28 5 6 -3 -8 10 15 -9 12 27 17 -14 -10 22 -1 20 -17 21 -19 -5 -24 25 -25 -7 -2 -4 -30
right_child=1 4 3 16 -6 26 7 8 9 -11 -12 -13 14 -15 -16 19 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.001781290095663014 0.0017717985210861621 -0.0020213055849112854 -0.00038975832259596842 -0.0022541363953230585 0.0016345411008123775 0.00029894238741578702 -0.0021482076834188953 -0.00080705897890943044 -0.00068881689286131003 -0.0007838141172671157 0.00097453944307877415 0.0019991728577119917 -0.0018288518404984098 -0.0017353224466177665 0.00095796551203024846 -0.00013218812652046163 0.00056828294363263821 0.00075029979593691854 -0.0019946820548396955 0.0019806983740259143 0.0018024623287813634 -0.0013813283767279232 -0.0013054313440459594 0.00075023891362348564 -0.001748583901764196 -0.0014123379177752291 -0.0020661055279468546 -0.00022092417373872347 -0.0017819587170523263 -0.00087211099402567118
leaf_weight=1.6822992712259282 4.33499457500875 2.9937659967690662 2.3334530377760521 1.6758111100643933 2.9948273897171012 0.85707581788301457 1.672599291428926 11.623336052522061 1.2315410235896695 2.756327172741293 3.4584565311670366 5.1227167043834916 2.4027415737509714 2.3188671888783565 1.503740359097719 1.2039375863969306 3.7008810713887206 3.8202659264206869 1.6711924560368059 7.8260704036802053 1.6548620890825985 2.1155056422576308 6.6556730745360282 6.4162362795323116 1.8531319443136443 2.1470687780529261 3.3694958025589576 1.1384086571633814 28.143122497946024 4.926877715624868
leaf_count=16 108 117 48 22 85 9 25 235 22 34 37 197 26 67 25 11 38 32 61 148 23 30 148 61 37 31 89 19 1878 231
internal_value=0 0.0001759 -0.000964799 -0.0011612 -0.000128337 -0.000271056 -0.000101371 9.16886e-05 0.000225016 0.000947404 -0.000398515 0.00101476 0.000477139 -0.000108109 -0.000756109 0.00141242 -0.000526617 0.000236668 -4.38935e-05 0.001699 0.000385602 -9.41128e-06 -0.000742752 -0.000594394 -0.00014007 0.000208018 -0.00158651 0.00135733 -0.00156358 -0.00164641
internal_weight=0 54.49 71.1152 57.8523 39.9874 36.9926 32.766 29.7723 28.0997 13.0179 15.0818 14.5026 9.37989 13.263 3.90648 10.2615 22.4488 10.9441 9.26183 9.03001 7.59063 5.93577 18.7479 17.0721 10.4164 8.56331 4.22657 5.4734 35.4035 33.07
internal_count=3910 1187 2723 2494 812 727 629 512 487 215 272 375 178 229 51 181 337 162 146 159 85 62 299 277 129 92 98 127 2157 2109
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 4 4 2 15 4 1426 160 42 43 42 42 106 31 47 124 16 48 51 14 132 51 4 52 13 2 2 47 16 42
split_gain=3.07543 1.83829 1.8317 1.54344 1.72678 1.53134 1.34995 1.37505 1.31571 1.84112 1.37057 1.29973 1.23454 1.86855 1.68049 1.58338 1.58628 1.33265 1.72132 1.31655 1.11351 0.996186 0.991069 1.65919 0.991821 0.960242 2.32031 0.951713 1.53533 1.08008
threshold=0.085990000000000011 -0.15333499999999997 0.51224500000000017 0.14808000000000002 0.085950000000000013 0.22584000000000001 -1.0000000180025095e-35 -0.26821999999999996 -1.0000000180025095e-35 -0.17307499999999998 0.085330000000000003 0.086825000000000013 0.092305000000000012 -1.0000000180025095e-35 0.077735000000000012 -0.079729999999999981 0.13514000000000004 0.086870000000000017 0.11024000000000002 0.07802000000000002 0.093105000000000007 0.094915000000000013 -0.49837999999999999 0.10433000000000002 -0.13934999999999997 0.082715000000000025 -0.13811499999999996 0.10783500000000001 -0.54165499999999989 0.10375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 -6 -2 -8 -3 -10 -11 22 13 -9 15 -15 17 18 19 25 -12 -19 23 -1 -24 26 -17 28 -16 -29
right_child=2 8 -4 -5 5 -7 7 12 9 10 20 -13 -14 14 27 16 -18 21 -20 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0033866751454817478 -0.0043707398404216101 -0.0029441457598295973 0.0027458897653787708 0.0023694966541790803 -0.0027031531286898754 0.0018791759479627253 -0.0030533824801050546 0.0034945686536548577 0.0020781830064591734 -0.00083662241675238334 -0.0031128290030410844 -0.0022238240693500068 -0.0037335665538276116 0.0029491701953840519 0.0038713211908685519 0.0031499260815435553 -0.0026595413024766523 -0.0015433813506914758 -0.0029286701943415715 -0.0021543532809120925 0.001332964724338146 0.0013788430065612986 -0.00082168921465031533 0.0020530076924642994 0.0021948589273512718 0.0026272560515021599 -0.002120239751782152 0.00033568405172384482 -0.0023977706087262548 -0.0033037170810007802
leaf_weight=1.2926047807559373 0.6587943434715261 5.7335403319448259 2.2347821430303147 2.2550948606804004 4.1448030318133524 0.82647073827683915 1.2844510311260808 1.6183236856013525 1.4432900957763219 9.8570779743604344 5.5523975999094537 2.0180617268197238 0.74315018486231466 2.4864769307896522 0.4032599888741969 1.5926637533120813 1.5322349942289282 3.6561473696492603 0.86823810450732786 0.81841173581779081 0.58874369086697687 1.5779619002714751 1.4493118226528166 0.89777162391692389 3.5583849800750595 6.0824389671906829 1.5649202419444934 6.4268380324356258 4.3588630910962802 0.87542707007378329
leaf_count=42 49 762 167 103 397 8 54 59 28 437 785 51 11 85 4 38 92 75 13 6 31 23 16 11 46 143 71 154 132 17
internal_value=0 -0.00120494 3.14513e-05 -0.000107125 -0.000241639 -0.00194134 -1.04487e-05 6.9589e-05 -0.00166673 -0.0012468 -0.00154677 -4.37326e-05 0.000185505 0.000271514 0.000109748 0.00065234 0.000329557 0.000612959 0.00122388 0.00158233 -0.00268662 -0.000662399 0.000567481 -0.00115711 0.00132182 0.0019133 0.000537996 -0.000797818 -0.0018669 -0.000100623
internal_weight=0 32.3912 46.0098 43.775 41.5199 4.97127 36.5486 35.8898 23.175 17.4415 15.9982 9.21613 34.6054 33.8622 32.2439 20.1795 17.693 16.1608 10.9267 10.0584 6.14114 5.23411 7.19807 2.19038 5.0077 9.24002 3.15758 12.0644 4.76212 7.30227
internal_count=3910 2209 1701 1534 1431 405 1026 977 2043 1281 1253 166 923 912 853 546 461 369 271 258 816 98 115 53 62 252 109 307 136 171
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 11 39 12 16 47 48 16 475 15 43 52 132 0 455 52 3 51 12 14 47 147 106 4
split_gain=15.5342 5.77164 4.16314 5.289 3.76836 2.97556 3.39503 2.57608 2.5749 2.7548 3.06846 2.4395 3.24285 2.39559 2.01304 1.93275 1.84305 1.76679 1.45235 1.54309 1.31748 1.26212 1.07982 1.15971 1.03156 1.01885 1.21593 1.1595 0.987659 0.943551
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.22584000000000001 0.11930500000000001 0.080455000000000013 0.18016500000000005 0.090585000000000013 0.025915000000000004 0.084155000000000021 0.11280000000000003 -0.095609999999999987 -0.071179999999999979 0.079360000000000014 -0.077664999999999998 0.26391000000000003 0.081240000000000021 0.12500000000000003 0.092155000000000001 -0.087604999999999988 0.086245000000000016 0.08955500000000001 0.093225000000000016 -0.46637499999999993 0.09585500000000001 0.10271500000000001 0.093800000000000008 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 8 17 15 9 10 13 20 -13 -3 29 18 -16 25 19 -1 28 -18 -23 -24 -17 -7 27 -27 -2 -5
right_child=1 4 3 14 -6 6 -8 -9 -10 -11 -12 12 -14 -15 16 24 21 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00080684690450673227 0.0018042957421753709 -0.0013362298812641142 -0.0015250914560127758 -0.00017117454184048726 0.0015722840282696813 -0.00046834418676194677 -0.0016301666635028767 -0.0016357598838207747 0.0021258751965212656 -0.0014750009102758278 -0.0013197105821641008 -0.00088023625538690233 0.0019266420912153915 0.00096928716997153825 0.00048210507295719072 -0.0018576699977801983 -0.0019098332363357399 -0.0011573022084516199 0.001931903277163435 -0.0008627781281883006 -0.00059862876224447341 -0.0013331106197705775 2.6620681936406475e-05 -0.0013679657488120253 0.00055917052443566623 0.0015585947793497095 4.5353781717371452e-06 -0.00017044944558574054 -0.00028780277424030005 0.0015290547572049369
leaf_weight=5.0109029915183765 10.179491519927977 1.8179639652371404 43.801600591279566 2.1791013684123755 3.6317650247365227 1.8033680915832508 2.554033573716878 2.8558772867545477 0.96225572191178699 10.567277377471326 5.1359157878905535 3.6864221207797518 1.9440157599747179 5.9713133927434736 3.2738643214106622 1.8077995013445609 3.442785192281014 1.6574460454285134 1.9660818278789518 2.5998488217592239 0.86084253713488657 5.6621832717209974 6.6898191850632411 2.5455492399632931 0.78249316569417704 7.4607150629162806 3.1190755143761626 1.4290703162550924 0.74914395995438177 1.8802251368761087
leaf_count=60 274 19 2157 28 85 22 31 67 17 312 80 37 35 65 34 51 76 20 21 16 13 99 52 32 14 126 21 14 16 16
internal_value=0 0.000178793 -0.000972126 -0.00115363 -0.000146988 -0.00029398 0.000248147 -0.000132734 -0.00069354 -0.000809024 -0.000264539 0.00104113 8.88919e-05 0.000431195 -0.000519885 0.000220058 -0.00073328 0.000558255 0.000584558 0.000236499 0.0014959 -0.000950233 -0.000728472 -0.00035777 -0.00112757 0.00076412 0.000949199 0.00128064 0.00166089 0.000616349
internal_weight=0 63.5301 84.4981 69.4751 46.1102 42.4784 18.0237 15.023 24.4547 23.4925 12.9252 17.4199 5.63044 7.78928 25.6735 12.1671 21.6142 15.4697 9.57683 7.61075 11.7895 18.3403 14.8976 9.23537 2.59029 13.8122 12.0089 8.88979 10.9286 4.05933
internal_count=3910 1187 2723 2494 812 727 234 229 493 476 164 375 72 84 337 162 293 203 97 76 303 259 183 84 65 183 161 140 290 44
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=1 15 484 150 43 52 4 42 160 457 4 1 1 474 0 13 33 376 42 1374 156 52 160 133 1429 1 43 0 4 42
split_gain=2.96804 2.33848 1.84626 2.29523 1.71382 1.65657 1.6459 1.57746 1.89124 1.54393 1.53266 1.39117 1.54498 1.33904 1.23321 1.1711 1.07069 1.02104 0.963162 1.09326 1.24951 1.16234 1.40193 1.14395 1.12579 0.962192 0.911496 0.883367 0.896562 1.25581
threshold=0.11561500000000001 0.084050000000000014 -0.0043499999999999988 0.10139000000000002 0.24789500000000006 -0.42035499999999998 0.24280000000000004 -1.0000000180025095e-35 -0.098319999999999991 -0.0034949999999999994 0.15045000000000003 0.11183500000000002 0.10004000000000002 0.080165000000000014 0.10302000000000001 -0.14819499999999997 -1.0000000180025095e-35 0.091535000000000019 0.092860000000000012 -0.094679999999999986 0.083820000000000019 0.086950000000000013 0.090735000000000024 0.083815000000000014 0.084545000000000009 0.11235500000000002 -0.15426499999999996 -0.017269999999999997 0.053925000000000008 0.098285000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 27 13 26 -10 14 12 16 17 -3 -14 -11 -7 19 -18 21 22 23 -21 -22 -13 -9 28 -2 -30
right_child=6 10 4 -5 -6 7 -8 8 9 11 -12 25 15 -15 -16 -17 18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.002956648206507104 0.00061365924554047577 -0.0028472421836421755 -0.0026250343984524738 0.0033346633818608137 -0.0032739438873405158 -0.0024588010355348694 0.0018995007281881983 0.0017493593817821407 -0.0015165345300927485 -0.0026729703692161028 0.00082319189566412319 -0.0034954257839728861 -0.001138613985701377 0.0016862822282121008 0.0017519856077289632 0.0031616163964450542 -0.0017917978032082414 0.0024548862991391582 -0.0013033935808542925 0.0021026476405213695 -0.0024691723477519171 0.00017262536265000324 -0.00059651332240460823 0.005079931160849537 0.0011742147565033123 0.00021162472872904869 -0.0027760318362410005 0.0025641183748757669 -0.0024665685467582577 0.0014919129261399254
leaf_weight=4.6870527500286689 3.6853530048392713 8.6194720678031409 2.4754357512574563 0.62487731035798777 1.7654332020319987 4.9376024901866904 6.6363542722538105 0.50410020817071233 3.3612456116825369 0.93237897800282965 1.4860618659295131 1.1824269443750375 0.70906426943838585 1.0922987349331377 0.59242745488882143 3.9938134220428756 1.2952247210778498 0.43773861229419697 2.0327684083022168 6.3617064277641386 1.5476431818678968 3.9899573326110831 1.4771291795186696 1.520300193224102 1.6836268459446726 1.5235120579600332 2.6368033732287577 1.0192620949819664 3.0702230045571923 1.0135810524225233
leaf_count=396 129 1222 265 9 116 290 303 7 117 30 36 13 15 34 17 124 46 4 64 113 74 50 30 30 36 34 187 34 70 15
internal_value=0 -0.00077246 -0.000496389 -0.00221656 -0.000295391 -0.000175046 0.000740373 -2.79114e-05 0.000232322 0.00045907 -0.00208269 0.000694135 0.000916851 -0.00142619 -0.00255146 0.00251326 0.000556608 -0.00205866 0.000707861 0.000936576 0.00114971 0.00156618 0.00216028 0.00267691 -0.000570815 -0.00140826 -0.00204973 -0.000134914 -0.000489009 -0.00148409
internal_weight=0 61.4701 50.7721 5.31193 45.4602 43.6948 15.4248 41.2193 34.7517 31.6108 10.698 28.2496 25.5436 6.46764 9.2119 4.70288 20.8407 5.37534 19.9084 17.8756 16.5804 13.3491 9.35914 7.88201 3.23127 2.70594 3.1409 8.78842 7.76916 4.0838
internal_count=3910 3359 2084 405 1679 1563 551 1298 970 776 1275 659 612 328 1239 139 473 294 443 379 333 223 173 143 110 47 194 248 214 85
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 14 39 12 16 47 48 15 52 16 47 15 132 13 0 2 4 15 1 51 42 105 1446 43
split_gain=9.96413 4.72825 3.46516 3.53988 3.10851 2.14886 2.59629 1.94442 1.88301 2.07607 2.06159 1.85727 2.51198 1.6569 1.5654 1.50742 1.55686 1.36162 1.62792 1.38596 1.05237 1.04925 1.17398 2.00031 0.941484 0.847242 1.09475 0.832467 0.910473 0.831335
threshold=0.092550000000000007 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.22584000000000001 0.11930500000000001 0.077685000000000018 0.18016500000000005 0.090585000000000013 0.13514000000000004 0.084155000000000021 0.11280000000000003 -0.008624999999999999 0.13709500000000002 -0.095609999999999987 0.09252500000000001 -1.0000000180025095e-35 0.080815000000000012 -0.083924999999999986 -0.23029999999999998 -0.013084999999999998 -0.49837999999999999 0.079360000000000014 1.0000000180025095e-35 -0.063299999999999981 0.095385000000000011 0.086315000000000017 0.088200000000000014 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 8 14 17 9 10 15 27 -13 20 -7 -3 -17 -1 19 -19 -5 -15 -23 24 -24 26 -11 28 -2 -4
right_child=1 4 3 13 -6 6 -8 -9 -10 25 -12 12 -14 21 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015777466540840958 0.0021049420777042964 -0.001562239900482688 -0.0013514931444164045 -0.00025298495729998493 0.0018745169442867123 0.00092022815592655784 -0.0019129964693191124 -0.0022089806327840592 0.0025043960834997708 -0.001897779591659316 -0.0017226720958228752 -0.0010008617882749907 0.0022959830854617598 -0.0022543316866460109 -0.00113138054595591 0.0013430551645485531 -0.00099416232674834348 0.0010774822464222158 0.0017000275134130391 -0.0012413414737277369 -0.0017954973302190913 -0.0011640573575506172 0.00037714185558088923 -0.0011774657131355213 0.0021561062624192774 -0.0022337033718622676 0.0004811700751933142 -0.00063171832678828878 -0.00059147209614484914 -0.0020506394626334406
leaf_weight=2.8793086847290388 8.8929259935393876 1.6358303623273958 15.166883659549056 3.1744467644020915 3.1793199013918629 11.546534543856977 2.1252040509134522 1.577473172917961 0.76978716813027759 2.0593026615679277 3.2998583661392322 3.0128044858574858 1.6096780672669408 0.83617291599512178 1.9774451758712519 4.8654172113165322 1.7624706495553253 1.5729408282786588 1.7155424542725084 4.5691128894686708 5.4634422473609465 2.1194988032802931 2.5799493640661213 2.0169890346005559 2.8339510187506676 5.1130482368171188 1.5309733785688875 0.61171064712107259 0.60729189589619714 15.725902684032919
leaf_count=44 291 21 875 43 87 181 31 72 17 85 74 37 35 18 25 60 29 18 23 64 120 47 20 38 24 267 22 13 11 1218
internal_value=0 0.000234687 -0.00101243 -0.00126214 -0.000146495 -0.000321642 0.000276225 -1.89387e-07 -0.000766395 -0.000890628 -0.000299024 0.00126601 0.000147192 -0.000539124 0.000620247 0.000269465 0.000721548 0.000324328 -0.000134971 -0.000647505 -0.00122862 3.42887e-05 0.000234666 0.000633621 0.00130836 -0.00167666 -0.000883343 0.00177745 0.00193258 -0.00170739
internal_weight=0 54.5996 62.2316 49.9172 39.8652 36.6859 15.6492 12.3144 21.0367 20.2669 11.5636 14.7344 4.62248 19.0245 13.524 8.26372 6.62789 10.7369 7.8576 6.14205 8.63789 10.3866 9.55039 7.43089 5.4139 8.70332 3.59028 10.1119 9.50022 30.8928
internal_count=3910 1286 2624 2403 899 812 237 221 575 558 184 387 72 310 206 110 89 149 105 82 163 147 129 82 44 374 107 315 302 2093
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 12 16 3 3 151 157 14 16 4 4 15 47 151 15 2 48 50 3 2 15 0 0 11 1 4 52 0 52 43
split_gain=14.0531 5.19769 3.76454 3.49704 5.21919 2.97156 2.69135 2.08181 1.92413 1.90394 3.0321 1.83529 1.70706 1.66998 1.94348 1.66966 1.98415 1.682 1.77038 1.59781 1.695 2.90551 1.73335 1.56582 1.46076 1.62536 1.42394 1.39896 1.35555 1.24352
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.069144999999999984 -0.115685 -0.032959999999999996 -0.27336999999999995 -0.057789999999999987 0.077685000000000018 0.67964000000000013 0.41171000000000008 -0.00027999999999999998 -0.008624999999999999 0.11323000000000001 -0.0074049999999999993 -0.090344999999999995 0.11635500000000001 0.14226500000000003 0.088160000000000002 -0.15327499999999997 -0.013084999999999998 0.079360000000000014 -0.037619999999999994 0.12007500000000002 0.080455000000000013 0.083065000000000014 -0.15333499999999997 -0.24084499999999998 -0.10575999999999998 -0.060039999999999989 -0.049504999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -5 -3 26 23 -8 10 -2 13 29 14 -6 17 -17 18 -7 -13 21 -21 -23 24 25 -1 -4 -20 -28 -12
right_child=1 2 6 4 11 15 8 -9 -10 -11 12 19 -14 -15 -16 16 -18 -19 27 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00065496539799836612 0.0014108416812248688 -0.0018316559677493567 -0.0013218524676052586 -0.0014878242197292851 0.00036424822763584855 0.001998942335143826 -0.0013060326871400414 -0.0018129915881000568 0.0011920863843211998 0.0018215129913004802 0.0001691678703163949 -0.0018832659212826286 0.001042794777866402 -0.001641014036209455 -0.0017474861819322489 0.0017909393932573649 -0.00091898051248190458 -0.0011563173635273421 0.00057723208675739197 0.0015870028586895569 -0.0010721668120450998 -0.0017519414865032419 0.00048885959205152978 -0.0014475792931171222 0.0017270202350199724 -0.00094951398191521583 0.0016835332074176463 -0.00083391676332801102 -0.00062578787891449266 -0.0017841839003244068
leaf_weight=5.2757753226906035 6.7098851986229429 1.7644641250371957 1.0958914021030066 39.063583680428565 4.1024604551494122 1.9420588165521646 12.538406540639697 1.9186330083757628 1.0131206382066 5.6612593047320834 1.7409703489392989 1.2151465117931373 1.9532148018479345 5.5605421904474515 1.9570545963943002 4.7628326099365941 0.99262046441435803 2.2912978278473011 7.7765444125980148 4.3567713648080808 2.4071836713701495 1.7771270573139153 2.5633005239069462 1.6237485390156496 2.0129661615937939 3.0172849539667377 2.4348362479358912 2.9445642288774225 1.1320831812918215 2.2995711546391262
leaf_count=44 136 22 43 2157 37 25 309 72 14 192 28 19 22 116 28 110 11 59 86 35 40 45 17 31 25 57 45 40 22 23
internal_value=0 0.00021054 -0.00013699 -0.000920577 -0.00109496 0.000340468 -0.000726118 -0.000127238 -0.00111927 0.000980517 0.000605735 -0.000453893 -0.000295564 -0.000950988 -0.000317783 0.00052553 0.00132357 0.000218393 0.000467135 1.49789e-05 0.000222703 0.000581093 -0.000428605 0.000143877 0.000394617 7.12036e-05 0.000416503 0.000189659 0.000950592 -0.000942532
internal_weight=0 59.0536 40.6887 76.8516 63.0032 22.4744 18.2143 13.8484 13.5515 18.3649 12.7036 23.9396 5.99376 11.6201 6.05952 20.7099 5.75545 14.9545 12.6632 12.3195 11.1044 8.6972 4.34043 11.9298 10.306 8.29306 4.66281 10.7211 3.56692 4.04054
internal_count=3910 1187 786 2723 2494 353 433 229 323 401 209 337 73 181 65 331 121 210 151 156 137 97 62 157 126 101 110 126 67 51
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 16 47 50 16 128 14 15 151 15 15 151 4 3 15 11 475 46 49 48 16 2 3 43 51
split_gain=11.2586 4.19448 3.14442 4.15809 3.1019 2.26273 2.75962 2.94241 2.97735 2.2191 1.87336 1.84764 1.47996 1.68794 1.58449 1.42356 2.09683 1.92293 1.41714 1.29401 1.75303 1.28389 1.23591 1.07292 1.73121 1.67046 1.04625 1.0462 1.00358 1.12635
threshold=0.094385000000000011 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.15608500000000003 0.062650000000000025 0.09252500000000001 0.11515000000000002 0.67964000000000013 0.092725000000000016 0.077685000000000018 -0.008624999999999999 -0.0074049999999999993 -0.090344999999999995 0.086870000000000017 -0.27336999999999995 0.22584000000000001 -0.10315499999999998 -1.0000000180025095e-35 0.077415000000000012 -0.071179999999999979 0.092020000000000005 -1.0000000180025095e-35 -0.064549999999999982 -0.091624999999999984 0.097940000000000013 -0.15464999999999998 -0.079109999999999986 -0.032189999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 8 15 -8 22 19 13 14 -5 16 -3 -17 -9 27 -21 -14 -2 24 -18 -26 -23 -1 -25 -30
right_child=1 4 3 12 -6 -7 9 18 -10 -11 -12 -13 21 -15 -16 17 23 -19 -20 20 -22 26 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.0023432550125883078 0.0014783582564828728 -0.002242330593105277 -0.0015751737154054482 0.00041942433451833111 0.0017121077610452369 0.0019822513169457851 -0.0017036699983224576 0.00032717622173816341 -0.002106690869952401 0.0013905619096842362 -0.0016584866087409912 -0.0020137222376224546 0.0012348371908906764 -0.0018482509742338276 -0.0018514101709262902 -0.0020798921215002659 0.00165214391149062 0.0013438833763104964 -0.0015915050517310671 0.00019804489317905538 -0.0020869124970526879 -0.00094100308263354664 -0.00060352465284218648 6.5675714146984804e-05 -0.0016335744688074619 0.00081715485244409952 0.00039824691546957379 0.0001349176966571054 0.00049128693922134898 0.0023835533930577418
leaf_weight=1.5995930358767512 12.64742043986916 0.80657982453704136 33.879316700622439 3.8060447741299868 3.328049059957265 1.644430762156843 7.3436222402378899 1.9814292080700395 1.7097989935427893 0.99830841459333886 0.86191671714186746 1.667583543807267 2.4883034713566294 4.900422006845476 1.6790591180324552 1.5935086393728846 2.6977603398263454 1.0202267765998838 5.5427034804597488 6.8748467564582807 1.5624710405245421 4.9803578965365869 1.1822904683649547 1.4824162423610685 2.0043498836457729 2.225561529397968 3.9788501607254148 1.6550882374867786 1.6529247555881772 4.2841676101088506
leaf_count=14 348 9 2152 37 85 32 234 19 54 14 12 72 32 114 28 63 55 8 94 73 36 87 16 29 19 23 36 34 23 58
internal_value=0 0.000236054 -0.000944672 -0.00114812 -8.85429e-05 -0.00025056 -0.000354447 -5.20135e-05 0.000347509 -0.00133337 0.00112679 -9.62386e-05 -0.000485448 -0.00101771 -0.000275707 0.000583681 0.000812591 -0.00074348 -0.00108623 0.000177245 -0.000225097 -2.56105e-06 0.00130038 0.000984334 0.000433257 -0.000344127 -0.000346232 0.00122026 0.00149888 0.00185673
internal_weight=0 55.0075 69.0719 55.7124 40.3158 36.9878 35.3434 27.0014 19.4773 8.34193 14.6916 13.3596 21.833 10.3855 5.4851 17.7675 15.1538 2.61374 7.52413 11.692 8.43732 11.4475 13.8297 14.3472 6.92767 4.22991 8.95921 3.25468 7.41951 5.93709
internal_count=3910 1195 2715 2486 819 734 702 454 341 248 376 229 334 179 65 287 216 71 113 157 109 155 364 207 97 42 123 48 110 81
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=12 16 43 3 52 52 484 13 160 160 42 13 1 52 0 52 46 453 34 1348 457 1 2 3 0 0 150 12 157 15
split_gain=7.14796 4.20036 3.24333 2.64398 2.25544 2.68952 2.08203 1.7854 1.76436 2.27621 1.75283 1.63613 1.5101 1.42023 1.4055 1.56782 1.32626 1.25493 1.3874 1.52438 1.62246 1.52058 1.8579 1.37891 1.16971 1.94579 1.1183 1.10581 1.10124 1.08645
threshold=0.051320000000000005 -0.17157499999999998 -0.044024999999999988 0.24227500000000002 -0.062489999999999997 -0.42985499999999993 -1.0000000180025095e-35 -0.11267999999999999 -1.0000000180025095e-35 0.085065000000000016 -1.0000000180025095e-35 0.28269500000000009 0.099595000000000017 -0.087094999999999992 -0.074249999999999997 -0.089799999999999977 0.092020000000000005 1.0000000180025095e-35 -0.027829999999999997 0.084620000000000015 -0.0015249999999999997 0.085990000000000011 0.080080000000000012 -0.005644999999999999 -0.066689999999999985 -0.13027499999999997 0.081245000000000026 0.09112000000000002 -0.079969999999999986 -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 8 11 13 5 -3 -7 -6 -2 27 -8 12 24 -4 15 28 -5 18 -15 20 -20 22 -22 -23 25 -1 -25 -10 -12 -16
right_child=1 4 3 16 7 6 10 -9 9 -11 14 -13 -14 17 29 -17 -18 -19 19 -21 21 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0014772722272200515 -0.0018146371775344318 -0.0022417615539420954 -0.0015140226693057346 0.0017378939131555723 -0.00027613537630263586 -0.0022749371283185432 -0.0016751154111102743 -0.0019456397692954629 0.0022053558955890083 -0.0019379531743219272 0.0013304523706067935 -0.00070360669565077663 0.0020406147462266847 -0.0023577410440364906 0.0027497123594180791 0.0015200985436615727 -0.0010365755564056757 -0.0019449338024376546 -0.0021808687561957751 0.0021932920632708802 0.0020391562557562177 0.0020780352970255329 -0.0017776009643277648 -0.00038560518372037818 0.0015506342666086709 -0.0019030634066622141 0.0011139607053439547 0.00041943735111696346 -0.0020415027721007988 0.00052842020713573558
leaf_weight=1.5168150626122954 2.0433258283883324 3.9585339985787895 5.0959831504151216 4.376718937419354 3.5856457203626624 1.8970701135694987 1.9062669030390686 22.192795358598236 2.0920263063162556 1.7338980007916678 0.60478617437183846 2.2496894160285583 6.7867159629240632 1.2139330618083572 1.9475254407152531 1.5283241369761529 1.0246806237846611 1.893741926178335 1.6638228986412382 1.4925707951188076 0.75381281226873298 2.1319355098530766 3.3280665464699268 6.8143709320574857 2.947419408708809 1.7878657588735221 3.6966223772615194 8.2975811734795553 2.0449024168774477 2.3313452992588237
leaf_count=24 79 311 139 142 61 126 87 1812 33 55 9 35 256 22 31 37 15 27 24 26 6 42 81 100 39 29 44 108 76 34
internal_value=0 -0.000961224 0.000187493 -0.000195004 -0.0013099 -0.000668534 -0.000160576 -0.00171342 7.24135e-05 0.000390462 0.000226477 0.00102527 0.00132357 -0.00046552 0.000655115 -0.000250557 0.00121156 -0.000233097 -7.94228e-05 5.96898e-05 -0.000113491 9.21769e-05 -0.00107275 0.000468283 0.000545208 -0.000351524 0.000141779 0.000779046 -0.00127186 0.00153944
internal_weight=0 56.164 48.7748 33.4863 41.9972 16.2188 12.2602 25.7784 14.1668 12.1235 10.3632 15.2885 13.0388 28.0849 8.45688 4.17801 5.4014 22.9889 21.0951 19.8812 18.3886 16.7248 4.08188 12.6429 6.2521 3.30468 10.511 10.3896 2.64969 4.27887
internal_count=3910 2859 1051 668 2584 711 400 1873 275 196 274 383 348 511 187 122 157 372 345 323 297 273 87 186 92 53 144 141 85 65
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 47 39 12 16 457 14 47 48 14 16 15 151 124 151 15 132 133 0 4 455 52 3 51 105
split_gain=12.0527 4.73341 3.47446 4.32297 3.14191 2.34458 2.85612 2.47186 2.49087 2.4727 2.13365 2.04374 1.80655 2.78089 1.6935 1.63995 1.63416 1.46912 1.3186 1.31463 1.64443 1.2966 1.76794 1.47259 1.21171 1.20007 1.04976 1.1922 0.873685 0.846597
threshold=0.093575000000000019 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.22584000000000001 0.11939500000000002 0.18016500000000005 0.090585000000000013 0.025915000000000004 -0.070739999999999983 0.077685000000000018 0.084155000000000021 0.11280000000000003 -0.46879999999999994 -0.010344999999999998 -0.008624999999999999 -0.084129999999999996 -0.027784999999999997 -0.0074049999999999993 -0.091024999999999981 0.080815000000000012 0.0068000000000000014 0.12007500000000002 0.028075000000000006 0.092155000000000001 -0.096614999999999993 0.086245000000000016 0.10072000000000002 0.09005500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 10 8 9 15 -7 21 25 -14 -12 24 19 -16 -18 20 -5 22 23 -1 28 29 -20 -28 -3 -2
right_child=1 4 3 16 -6 6 -8 -9 -10 -11 14 -13 13 -15 17 -17 18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010108225035610659 0.0018797434962282856 -0.00030850985142507768 -0.0015336018100364753 0.00040894162167924082 0.0016376188311622475 -0.0016842103630345755 -0.00189113660083865 0.002279161253210189 -0.0014972869739985828 -0.0013176735815745558 -0.00099433781623201782 -0.0019221760155990542 -0.00083532161426259184 0.0020278536213954061 -0.00047402729797438564 0.0020624582861369337 0.0013845320244092259 0.0013122746693135369 -0.0019417799761297181 -0.0017511048515230843 -0.0017073861076908328 0.0014058723521929606 -0.0015345024323656013 -0.0008008908156727474 -0.0011402817126666301 -0.00068578199637506264 -0.00092994383738247621 0.00052956401695750934 0.0015170991988262307 -0.00028767875893943152
leaf_weight=4.3120074449107033 8.868503135628993 1.7564894556999209 34.425448345951736 3.3137082774192095 3.293114759027957 1.3274477720260609 1.8440502882003773 0.94874932616948982 9.21375949308276 4.35104750841856 1.6232796702533949 1.7715537911280979 3.2254115231335154 1.8193828370422123 1.8822616860270471 1.6605613548308662 1.9869777336716641 9.7925885915756261 1.1405115127563465 4.5299847656860965 2.0304369777441025 2.4613303504884234 2.243963273242116 2.3917766772210598 2.1155796349048615 0.76232543028891164 3.159814238548277 4.8879579529166222 1.8411457436159251 0.66425580903887826
leaf_count=56 283 25 2128 32 85 13 26 17 341 83 20 72 37 35 27 20 19 148 40 111 29 32 48 19 26 13 49 46 18 12
internal_value=0 0.000225708 -0.000926332 -0.00112939 -9.81682e-05 -0.000247193 0.000280588 -0.000644334 -0.000776801 -0.000210619 0.000554408 -7.17088e-05 0.00110508 0.00019727 0.000777871 0.000442621 -0.000468311 0.00102428 1.66841e-05 -0.00101721 -0.000395129 0.000215624 -0.000111787 0.000364439 -2.81891e-05 0.00154993 -0.000279115 -4.34857e-05 0.000625774 0.00172871
internal_weight=0 56.99 68.6555 55.4748 41.6501 38.357 16.4696 21.8873 20.9386 11.7248 14.6256 13.1806 15.3399 5.04479 13.2981 7.37378 21.0494 11.6749 11.1753 9.87413 5.34415 11.4091 8.94775 6.70378 5.71321 10.2951 9.18828 8.04777 3.59764 9.53276
internal_count=3910 1229 2681 2454 849 764 234 530 513 172 208 227 380 72 195 89 326 175 154 172 61 155 123 75 69 308 135 95 43 295
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 39 40 12 16 14 49 52 128 49 15 132 47 16 51 3 0 3 13 4 52 43 43 15
split_gain=8.94655 4.2749 2.85901 2.82467 2.73043 2.06125 2.57378 2.15481 1.99589 1.77541 2.18093 1.7056 1.41466 1.37581 1.32408 1.27844 1.22239 1.56816 1.19412 1.40233 1.15219 1.22041 1.62667 1.34101 1.06607 0.953259 0.890214 0.872098 1.80424 1.29959
threshold=0.092550000000000007 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.22584000000000001 0.11930500000000001 0.16168500000000002 0.34489500000000001 0.090585000000000013 0.13514000000000004 0.077685000000000018 -0.085974999999999982 0.31761500000000004 0.089290000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.080815000000000012 0.09252500000000001 -0.08909499999999998 0.08955500000000001 0.086245000000000016 -0.024394999999999997 -0.015794999999999997 -0.083924999999999986 -0.15796999999999997 0.17829500000000004 -0.077544999999999989 -0.078644999999999979 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 11 27 7 13 9 14 10 18 16 -6 -7 26 20 -1 24 19 -3 21 23 -23 -14 -18 -26 -2 28 29 -5
right_child=1 2 -4 4 12 6 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015921612434297726 0.0018502736784201874 -0.0010277327060292812 0.0019999583130985267 -0.002092737620599154 -0.0026377853968211494 0.0008883888960446953 -0.0021649305453944776 0.0022283637141312157 -0.0025852255998564345 -0.0018748641426538655 -0.0021901873765398133 -0.0024180529159902949 0.0016242212674027936 -0.0017307869082045034 -0.0015281456720890882 -0.0018743169699693429 0.00088811482267234145 0.0017619514739595327 -0.0013644038527010341 0.0014532197421986775 -0.0020846032080651246 0.0016237514054903437 -0.00079820388799926899 -0.0012992362644561354 -0.00067316669820290781 -0.0030409164534885304 -0.00095279368790643902 -0.0022353616902768265 0.0015768083770006135 -0.00047149296331325209
leaf_weight=2.6767202885821453 11.660304397344582 1.7641187729313967 2.966623267158865 9.8526740819215757 1.8005293421447301 11.872965446673332 2.048540072515606 1.1503167264163483 0.67786938697099763 8.2467244421131891 2.8445533905178308 1.5111962342634786 1.059067584574225 1.2021610122174013 0.73179182037711221 2.8683317983523002 1.5086320750415305 1.659592183306813 2.0092641729861498 4.174982609227305 1.5047302516177286 4.224045792594552 2.3487523095682263 4.4119032975286236 3.0816086092963797 1.3228129856288457 0.65114024654030878 14.372685743495824 1.0137879811227311 3.7026521498337379
leaf_count=44 355 22 87 610 28 189 31 19 8 374 72 72 11 17 12 80 18 23 33 55 28 39 36 88 33 31 12 1218 36 229
internal_value=0 0.000200636 -0.00019985 -0.00112713 -0.00138223 -0.000384651 0.000266614 -0.000872493 0.00131794 -0.00105984 -0.000437085 -0.000104198 -0.000674646 0.000647575 0.00152079 -0.000459337 0.000236964 -0.000242061 0.000190313 0.000716291 -0.000159774 8.07116e-05 0.000758279 -0.000733315 -0.000804519 -0.00138429 0.00170202 -0.00182761 -0.00142536 -0.00164989
internal_weight=0 52.0014 38.2802 58.9197 47.1592 35.3136 15.1237 20.19 13.7211 19.0396 10.7929 11.7606 18.2174 13.0751 13.0432 16.4168 10.2494 7.57265 7.94837 5.9391 13.5485 12.0438 6.5728 5.47097 5.91305 4.40442 12.3114 28.9418 14.5691 13.5553
internal_count=3910 1286 899 2624 2403 812 237 575 387 556 182 221 310 206 379 282 149 105 110 77 202 174 75 99 82 64 367 2093 875 839
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 47 48 39 12 14 3 52 0 15 15 132 124 52 13 3 0 3 4 13 4 51 42 16
split_gain=13.8596 6.20748 4.27936 3.77744 4.13949 3.03435 3.11495 2.47507 2.92149 2.42257 2.37043 2.22544 2.18844 1.88701 1.6665 1.65189 1.37669 1.79013 1.20988 1.29083 1.12732 1.12534 1.08875 1.0735 1.04704 1.04368 1.02799 0.999499 1.47184 0.996646
threshold=0.092550000000000007 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.22584000000000001 0.11930500000000001 0.084155000000000021 0.11280000000000003 0.18016500000000005 0.090585000000000013 0.077685000000000018 0.082730000000000012 0.13709500000000002 -0.073129999999999987 -0.008624999999999999 -1.0000000180025095e-35 0.080815000000000012 -0.027784999999999997 -0.096614999999999993 -0.17606499999999997 0.086245000000000016 -0.23029999999999998 -0.15002999999999997 -0.0025899999999999994 -0.077944999999999987 -0.15796999999999997 -0.063299999999999981 0.095385000000000011 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 11 20 9 13 -2 -9 10 12 16 24 -7 -14 22 23 25 -17 -20 -5 -21 29 -1 -3 -18 -27 28 -12 -6
right_child=1 2 -4 4 15 6 -8 8 -10 -11 27 -13 14 -15 -16 18 17 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022329352302429099 0.0015752321929023089 0.0012612695895959543 0.0016742590065261023 0.0019296486997640587 0.00054509152485896059 0.00082630898447689897 -0.0016739975802800072 -0.00090805591435927759 0.0019801746462019838 0.0021629501108347193 -0.0016487280059835486 -0.0019073808696895718 -0.00032721352180545911 -0.001023322276781276 -0.0020536108161670966 0.0012798316635686926 0.00052198876746282759 0.0013196639527317108 -0.0019455968608987138 -0.00089352805298679105 -0.0015654473728855707 0.00046914644185488909 -0.0015568357273361402 0.00011359443981745632 -0.00044403035596517779 -0.00052350923684722382 -0.0023239991437584723 -0.0019345636892566936 0.00060609854419598939 -0.0013980592108188659
leaf_weight=1.6445505917072298 12.00328533165157 3.1257222788408399 3.8677307646721593 0.31199651211500068 2.0522815901786093 12.856318585574629 2.4318987093865863 3.476609766483306 1.7738857902586458 0.92503152415156265 2.5383081315085319 2.0134762329980722 5.4397294744849196 2.1607983186841002 2.8618679614737621 1.8549220487475384 1.8456264659762363 2.0005532186478376 1.4234338048845518 3.330788152292369 38.778954057022929 5.2146948296576738 6.2387294191867131 1.5637623500078905 1.9677245216444195 3.3621949627995469 1.5555989164859076 6.6627875501289919 1.5723025463521478 1.5567726250737903
leaf_count=14 315 54 87 2 18 181 31 37 35 17 85 72 55 25 50 14 19 23 40 48 2091 45 120 30 25 32 31 267 22 25
internal_value=0 0.00017861 -0.000170061 -0.000984136 -0.00118165 -0.000337737 0.000248788 0.00111649 6.7736e-05 -0.000745583 -0.000856905 -0.000126025 -0.00034255 0.000560167 -0.000922367 -0.000539673 0.00017356 -0.00020218 -7.82434e-05 -0.000330941 -0.00153755 -6.19856e-05 -0.00109369 0.00119995 0.00060247 -0.000652326 -0.00109304 -0.00149643 -0.00078626 -0.00029309
internal_weight=0 63.664 46.4102 74.7483 60.7626 42.5425 17.449 17.2538 5.2505 25.0935 24.1684 13.9858 13.395 15.0171 8.3016 21.6716 11.9723 8.76397 11.8238 9.96892 39.091 8.54548 9.84778 3.20831 5.09345 6.76342 4.91779 10.7734 4.11061 3.60905
internal_count=3910 1286 899 2624 2403 812 237 387 72 575 558 221 184 206 105 310 149 105 147 133 2093 93 163 44 79 82 63 374 107 43
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 50 4 47 131 14 52 128 15 11 15 151 475 124 15 3 3 2 48 12 15 2 16 43 14 49
split_gain=11.8649 4.71527 3.71723 4.11535 3.14579 2.22379 3.47327 2.96018 2.43445 2.02261 1.96007 1.76737 1.51148 1.76686 1.47977 1.4767 1.44914 1.3742 1.35556 1.26775 1.22823 1.14119 1.36711 1.58686 1.12599 1.09977 1.03922 0.939188 0.887964 0.827338
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.11515000000000002 -0.17479499999999998 0.09252500000000001 0.088565000000000019 0.077685000000000018 -0.26295999999999992 0.092725000000000016 -1.0000000180025095e-35 0.077415000000000012 -0.008624999999999999 -0.0074049999999999993 -0.071179999999999979 -0.50873999999999986 -0.090344999999999995 -0.10628499999999998 -0.15464999999999998 0.13345500000000002 0.12862000000000004 0.11540500000000002 0.035895000000000003 0.097940000000000013 0.51388000000000011 0.083940000000000015 -0.23083499999999998 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 6 -3 8 10 12 -8 17 20 27 15 18 -16 -2 -5 -9 -1 22 23 24 28 -18 -21 -14 -12 -4
right_child=1 4 3 14 -6 -7 7 19 -10 -11 21 -13 13 -15 16 -17 25 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00244307802932942 -0.0015849403117303548 -0.0020291107167214359 -0.0006479742363227249 0.00025937945184217567 0.0016771809473699654 -0.0016155517802395884 -0.0018479020714586656 0.00065305093146935343 -0.0014558304793314764 -0.001970947400046893 8.8046184992104226e-05 -0.001545087271736735 0.00074856028364745221 -0.0020389167897236775 0.0011925669005283023 -0.0017816394263035654 -0.00099187227544532625 0.001419225597974759 -0.0017968614520231785 -0.0017233465776026506 9.8236916618404428e-05 0.0020694683892260317 -0.0011224061286260474 -0.00079125303032739154 -0.00025220990522473126 0.00036728193900875358 -0.00024523178744115113 -0.0007535522048174655 0.0016124747763074788 -0.0016707150928773843
leaf_weight=1.7045544888824227 0.57567652128636737 3.1372067462652877 3.1416811784729353 3.8404844515025616 3.2030136361718169 4.0745616601780048 1.0344761414453412 1.6980590745806692 2.1201054425910106 1.7421228578314174 1.6650157682597644 0.84304741211235601 4.3004052778705937 1.5445464458316562 2.5851822942495337 5.1333637684583682 5.1871759761124832 13.214903321117159 1.665132278576493 4.6145197302103025 1.5408957051113237 2.3935062121599904 1.4205742441117752 1.8651232719421376 1.8784650387242425 3.6920084301382303 2.7503632120788097 2.3224073275923729 8.2116708271205532 32.604153715074062
leaf_count=14 9 117 89 37 85 98 18 16 74 72 21 12 56 36 33 116 87 354 28 92 34 60 14 21 35 36 34 17 127 2068
internal_value=0 0.000205565 -0.000973939 -0.00118162 -0.000132167 -0.000289378 -0.00012458 7.69221e-05 0.000475928 -6.0665e-05 0.000697682 0.00113027 0.000230932 -0.000205715 -0.000536013 -0.00104725 -6.15826e-05 0.00129382 -0.000362515 -0.000829529 0.00132978 0.000848726 0.000654464 0.000839789 0.00109858 -0.000426729 -0.00117136 0.000221818 0.00135549 -0.00158083
internal_weight=0 54.7003 71.0041 57.8492 40.0667 36.8636 32.7891 29.6519 20.5889 13.1549 18.4688 14.6336 11.4128 8.16736 22.1033 10.639 11.4644 13.7906 5.50562 9.06294 3.24545 17.4344 15.0408 13.6203 11.7552 8.87918 7.36488 6.62281 9.87669 35.7458
internal_count=3910 1187 2723 2494 812 727 629 512 370 229 296 375 157 109 337 181 156 363 65 142 48 278 218 204 183 123 126 73 148 2157
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 39 45 47 48 14 49 4 47 50 48 12 2 12 49 51 106 43 43 15 15 457 16 0 457 15
split_gain=4.1734 2.54799 1.99945 2.04606 1.78492 1.46732 1.47481 1.34993 1.91972 1.2994 1.29588 1.18146 2.10103 1.86896 1.57803 1.81175 1.21763 1.34928 1.16259 1.11945 1.11123 1.05416 1.91761 1.37425 2.1463 1.24537 1.96649 1.1831 1.05398 1.0533
threshold=0.092550000000000007 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.15608500000000003 -0.080134999999999984 0.084155000000000021 0.11280000000000003 0.077685000000000018 -0.085974999999999982 -0.034289999999999994 0.13206500000000002 0.11515000000000002 0.11930500000000001 0.11742500000000002 0.097940000000000013 0.10333000000000002 1.0000000180025095e-35 -0.070859999999999992 0.095510000000000025 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.084050000000000014 0.085130000000000025 -1.0000000180025095e-35 -0.069794999999999982 -0.067474999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 9 21 5 6 -3 20 -9 29 -5 -8 13 14 15 16 17 -13 -12 -18 -2 22 23 25 -25 -4 -27 -26 -21 -1
right_child=1 4 3 10 -6 -7 11 8 -10 -11 18 12 -14 -15 -16 -17 19 -19 -20 28 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0023561163147791898 0.0026983559034471642 0.0035513712480770504 -0.0032091814221339916 -0.0034589417147312127 0.0025109482180927204 0.0029444815489479892 -0.0020369191888837688 -0.0016501749163497466 0.0033238707467603125 -0.0032117413249675326 4.0139799403913592e-05 -0.00068360993139279455 -0.0034447945227260046 -0.0033284113119563799 -0.0023906411843567566 -0.0027719128622277667 -0.0016734038271757274 0.0023832393448088101 -0.0023826728299076974 -0.00055106091921318769 -0.0025404714805515793 -0.0029282941697666427 0.0030032921716458718 0.0062528447233539787 -0.0031624605587159088 -0.0032098652690755302 0.0056073616994803 0.0013562504640194407 0.0030418174150841806 -0.00015352273095608918
leaf_weight=2.218599011655896 6.3745423955842835 0.81424891203642857 5.7964207981713098 1.470083963125943 2.1459245597943655 1.1956889256834973 5.4109153002500632 2.3409538120031361 1.1301313871517775 1.0404146192595352 11.625623524188994 5.7386909383349138 2.0054997708648434 1.5858426908962417 2.0029183989390722 1.4460712354630221 0.7461568685248493 1.8677856223657725 2.3364717490039757 0.97161686979234207 0.42418094165623177 9.5951526300050336 0.85670043528079887 0.44766800664365325 1.3380826413631444 0.5821889853104949 0.4334565303288398 0.99043824523687329 4.5949170850217342 6.3288994780741623
leaf_count=44 304 12 562 28 87 32 320 37 35 72 202 126 38 61 24 25 17 27 80 10 11 1218 36 15 192 42 6 22 120 105
internal_value=0 0.000209172 -0.00117454 -0.00151778 -0.00024514 -0.000453536 -0.000602994 0.00155958 -3.0703e-05 9.53393e-05 -0.000660006 -0.00073127 -0.000394203 -7.14239e-05 0.000225963 0.000567048 0.000913935 6.94611e-05 -0.000365303 0.00193148 0.0023715 -0.00217831 -0.00148935 -0.00189076 -3.21133e-05 -0.00264824 0.000553145 -0.00124042 0.00241469 0.000497882
internal_weight=0 40.7961 45.0602 35.4723 30.5263 28.3804 27.1847 10.2698 3.47109 9.58791 15.4322 26.3704 20.9595 18.954 17.3682 15.3652 13.9192 7.60648 13.9621 6.31269 6.79872 20.0401 10.445 9.58826 2.77619 6.81207 1.01565 2.32852 5.56653 8.5475
internal_count=3910 1286 2624 2403 899 812 780 387 72 221 310 768 448 410 349 325 300 153 282 147 315 2093 875 839 229 610 48 214 130 149
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=1 12 3 0 3 42 4 4 48 39 16 43 12 16 47 48 52 4 52 49 0 51 14 1 0 3 455 124 43 47
split_gain=13.7688 5.20204 3.67832 3.37626 3.61484 2.65879 2.99634 2.5841 3.05178 2.61553 2.43364 2.23855 2.2352 2.9026 2.18422 2.93119 2.05611 2.04875 1.75977 1.7214 1.64389 1.6375 1.51992 2.25531 2.15788 1.46241 1.3417 0.987535 0.849101 1.37278
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 -0.060094999999999989 0.086245000000000016 0.092635000000000009 -0.49837999999999999 0.22584000000000001 0.11930500000000001 0.16168500000000002 0.26538000000000006 0.083940000000000015 0.090585000000000013 0.13514000000000004 0.084155000000000021 0.11280000000000003 0.10433000000000002 0.39574000000000004 0.13709500000000002 -0.082494999999999985 -0.11524 0.084305000000000019 0.077685000000000018 1.0000000180025095e-35 -0.14867499999999997 0.082730000000000012 0.092155000000000001 -0.083859999999999976 -0.010284999999999997 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=3 14 7 4 17 6 16 9 18 12 11 -8 13 25 26 -16 -5 20 28 -6 22 -21 23 -1 -25 -3 -2 -22 -9 -30
right_child=1 2 -4 5 19 -7 10 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012883114487650862 0.0015146164194050449 0.0010900980442130946 0.0014267649710165084 -0.0017853231681599266 -0.0013992206285465918 -0.0014945523770832747 0.0014112472830844103 0.0014437733601560924 -0.0014860187484830364 0.0015823548961858228 -0.0011762174762835508 -0.00024075955387193966 -0.0013229157668151702 -0.0015521839341766299 -0.0007898050370435866 0.0017487662551378422 0.00070388298559426253 0.0018041055571715559 -0.00088357293150375369 0.00085507905998624537 0.00016490298779796962 -0.00071904488154161939 -0.0017325852152040085 -0.00073584765408829815 0.0016496372378701721 -0.00030355353354234184 -0.00062365420450315493 -0.0014507045085561123 0.00078515448973763015 -0.0007013516925239566
leaf_weight=3.2888226211070997 10.049563543871045 3.1897854674607569 3.6186733767390242 3.2577737793326387 2.2030005771666765 3.860269925557076 5.8446952402591688 3.0657807290554056 2.4375686906278125 1.322292111814021 1.9847914427518851 3.4153614491224289 10.152533823624251 3.3867736188694826 3.4820670299231997 1.8202747013419864 1.1908988431096075 0.57725091651081939 2.1553686670958987 4.418372977524994 1.0196737833321083 2.861624363809824 2.6248428942635655 1.8870401475578549 2.1119495704770088 5.212283905595541 0.83530600368976671 39.973334470763803 7.566832572221756 2.0819234177470207
leaf_count=70 290 44 85 73 22 90 53 47 31 19 46 23 312 69 37 35 11 7 24 40 21 33 77 31 18 49 13 2108 117 15
internal_value=0 0.000148672 -0.00013933 -0.000875403 -0.0010634 -0.000289244 7.23594e-06 -0.000279015 0.000195324 -0.00063191 0.000452784 0.000801942 -0.000765352 -0.000285178 0.000934897 8.16773e-05 -0.00111897 -0.00123282 0.00047094 -0.000143632 -0.00126726 0.000236322 -0.000674836 -0.000293868 0.000523976 0.000225536 0.00135053 -0.00141052 0.000700558 0.000464409
internal_weight=0 60.377 44.1898 80.5197 60.9659 19.5538 15.6935 40.5711 17.3075 23.2637 11.2448 9.26006 21.9414 11.7888 16.1872 5.30234 4.44867 51.4829 14.8699 9.483 50.9057 7.28 9.91266 7.28781 3.99899 8.40207 10.8849 40.993 12.7145 9.64876
internal_count=3910 1187 812 2723 2427 296 206 727 234 493 122 76 474 162 375 72 84 2332 203 95 2325 73 196 119 49 93 303 2129 179 132
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 48 39 16 457 128 14 14 43 475 0 132 15 3 4 52 133 52 13 147 52 160 12 4 16
split_gain=19.6364 6.48602 4.51055 5.56571 4.48638 3.6402 3.57633 2.61811 2.80222 2.70709 2.58929 2.44646 2.11761 1.80732 1.83817 1.74217 1.55787 1.84753 1.58688 1.34709 2.66364 1.92217 1.32273 1.25358 1.16251 1.13463 1.006 1.39289 1.36039 0.948164
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.28937500000000005 0.11930500000000001 0.16168500000000002 0.054425000000000008 0.081330000000000013 0.092725000000000016 0.077685000000000018 -0.46879999999999994 -0.073684999999999987 -0.071179999999999979 -0.035699999999999989 0.081240000000000021 -1.0000000180025095e-35 -0.15464999999999998 0.26790000000000008 -0.012244999999999997 0.08493500000000001 -0.087604999999999988 -0.083924999999999986 0.10058000000000002 -0.080899999999999986 -1.0000000180025095e-35 0.09277500000000001 0.22584000000000001 0.63868000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 12 8 9 15 19 16 -7 -5 -15 26 17 18 -1 20 -2 -22 -16 -19 -14 -24 -3 -28 -29 -10
right_child=1 4 3 13 -6 6 -8 -9 29 -11 -12 -13 24 14 22 -17 -18 23 -20 -21 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.002048617980109268 0.0014785674717425652 -0.0014551402104855901 -0.001410876825055081 0.0004378347550195225 0.0015070907395449144 -0.00079977336655211791 -0.0013882987646944014 0.0015634452397258235 -0.0014733096479383648 0.00099841329200629943 -0.0013539047251917835 -0.0016787847915896185 0.0012665948642842694 0.00051560122972586699 -0.0017446943123022938 0.00094923601405429473 0.0011652513589950819 0.00049666116025534623 -0.00027135500769939535 0.0016993236590124965 -0.0009902533301585695 0.0012114420588418731 0.0006947126945436587 -0.00097307741251512528 -0.00021190094788495477 -0.00080235641821505357 0.0002452377674071388 -0.0017403398057535351 3.7613484555410052e-05 0.00028396191626389847
leaf_weight=1.520516209304333 6.1554841063916683 4.0473650451749572 48.763103009201586 4.4635465610772398 4.1300531569868317 1.9082948900759209 2.3915862925350657 1.4143443591892708 9.6590581368654931 3.4225274585187426 1.1161967404186715 2.3053073324263087 8.8642844408750516 2.8532003350555959 3.5779699962586227 1.6673025116324502 2.8442013636231414 2.0263478271663171 1.5166873671114425 7.2272627670317879 2.714042725041514 1.6372384969145057 1.4412514865398467 5.6945401187986153 1.619873858988284 13.668938513845189 3.7632556241005641 2.9162550549954176 1.7876904085278509 0.86125828884542066
leaf_count=11 119 75 2157 46 85 20 28 19 244 29 12 72 139 33 76 15 31 19 29 193 27 24 11 67 16 171 36 81 11 14
internal_value=0 0.000218112 -0.00092604 -0.00109113 -9.26194e-05 -0.000241681 0.000408397 -0.00056704 -0.000674179 -0.000282592 0.00101682 -0.000150075 0.000755137 -0.000491567 -0.000684147 -0.000591739 0.00010901 -0.000170237 0.000890094 0.00116604 0.000799212 -0.000161831 -0.000867318 -0.000587344 0.00103816 -0.000659562 -0.000797041 -0.000482467 -0.00106465 -0.00132945
internal_weight=0 67.3034 90.6756 74.768 48.4531 44.3231 14.784 29.5391 28.1247 17.6044 18.8502 15.9076 12.3925 26.0049 21.5414 14.1819 13.6023 10.7581 3.0372 17.734 10.5068 4.35128 18.6882 7.72089 10.4842 15.1102 12.5146 8.4672 4.70395 10.5203
internal_count=3910 1187 2723 2494 812 727 203 524 505 247 375 229 175 337 291 218 157 126 40 363 170 51 258 86 155 182 203 128 92 258
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 453 1348 39 124 50 11 16 12 16 48 50 43 10 49 15 132 13 3 52 51 4 48 4 0
split_gain=15.7891 5.51122 3.69401 4.81942 3.61561 2.96173 3.18016 2.23745 2.06135 2.06048 2.03486 2.02715 1.82564 2.11553 2.25361 1.72355 1.60251 1.60183 1.50434 1.49128 2.38881 1.55517 1.91546 1.42518 1.54242 1.40362 1.31248 2.19981 2.75697 1.14685
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.28937500000000005 1.0000000180025095e-35 0.090260000000000021 0.16168500000000002 -0.50873999999999986 0.10583000000000002 0.080455000000000013 0.0072950000000000003 0.092475000000000016 -0.095609999999999987 0.11379500000000002 0.092865000000000017 -0.073684999999999987 0.043560000000000008 -0.031434999999999998 0.079360000000000014 0.080815000000000012 0.10153000000000002 0.086245000000000016 -0.094124999999999986 0.08955500000000001 0.26790000000000008 0.08593000000000002 -0.015789999999999995 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 11 -4 5 7 10 8 12 -2 15 19 13 14 -3 18 -16 -5 -7 -1 21 22 -21 -19 -25 -26 27 28 -11 -15
right_child=1 4 3 17 -6 6 -8 -9 -10 26 -12 -13 -14 29 16 -17 -18 23 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.001740256175680729 -0.0016817954503434748 -0.0010267870012951221 -0.0015941383135996804 0.00052193789604254364 0.0016857190904389086 0.0018097053224303515 -0.0021323472585564121 0.002028074303638305 0.0016511419551086938 0.0016013991732461781 -0.0013645451119003544 -0.0016466125860664055 -0.0014537531011034231 -0.00024457781804343253 0.0015451081452713651 -0.00046828691850331919 -0.00069316044212143393 -0.0014233490783551635 -7.2189708275961314e-05 0.00068385646613672204 -0.0019679226965944371 0.0018228796044907568 -0.0014503147513061469 -0.0020371841320628568 0.00025184851423402092 -0.0013799603947235823 0.0019711640825480436 0.0017456380290988465 -0.0012896537309846532 -0.0020246571011036884
leaf_weight=1.8000662885606278 0.85251361131668346 3.5383474007248878 41.200337282381952 4.1751060206443098 3.6811962295323601 6.8992757238447648 1.4995850399136532 1.0793301165103901 1.2202729079872359 2.0460423249751329 1.4056591242551792 2.6538192294538012 10.223389691673217 2.0604968369007102 3.878919981420049 2.1609854362905017 1.5870227012783287 7.1843246594071415 1.9095001742243765 3.958286287263034 1.9704303760081519 1.896286418661475 2.3656149562448263 1.6946069244295348 8.3488264679908735 2.3864418976008883 6.403102993965148 4.9957745205610991 2.6859994046390074 3.3398749120533466
leaf_count=16 11 36 2157 46 85 131 19 10 19 38 14 67 276 18 37 22 26 146 17 32 61 23 30 40 73 32 196 97 33 102
internal_value=0 0.00025188 -0.00101402 -0.00120586 -9.52881e-05 -0.00025597 0.000448297 -0.000618857 -0.000729383 0.0011612 0.000761006 -0.000162667 -0.000847334 -0.000416941 0.000139951 0.00103337 0.000895232 -0.000533409 0.00140176 0.000165765 -0.000112352 0.00033244 -0.000114484 -0.000758052 -0.000373518 -0.000110901 0.00131145 0.00087721 -3.9619e-05 -0.00134547
internal_weight=0 61.4673 79.6341 64.9896 44.4839 40.8027 13.875 26.9277 25.8483 16.9834 12.3754 14.6445 24.6281 14.4047 9.00429 10.9698 5.46594 23.7893 8.80878 11.9907 10.1906 8.22019 6.3239 19.6142 12.4299 10.7353 16.1309 9.72782 4.73204 5.40037
internal_count=3910 1187 2723 2494 812 727 203 524 514 375 184 229 495 219 99 170 63 337 148 162 146 85 62 291 145 105 364 168 71 120
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 15 12 50 158 38 13 13 3 0 376 15 31 15 2 11 3 13 39 45 14 133 3 151 1348 4 484 49 48 2
split_gain=4.26134 2.17477 2.12123 2.0647 1.7002 1.64124 1.63747 1.81635 1.45255 1.9866 1.57209 1.70048 1.68134 1.42707 2.00516 1.40019 1.39719 1.33146 1.31081 1.28489 1.42948 1.19409 1.17934 1.10534 1.34383 1.27051 1.24295 1.55167 1.18087 1.15757
threshold=0.10113500000000002 0.084050000000000014 -0.071274999999999991 0.086465000000000014 0.084965000000000027 0.10657000000000001 -0.26418499999999995 0.098990000000000009 -0.115685 -0.11524 0.048695000000000009 0.083825000000000024 -1.0000000180025095e-35 -0.008624999999999999 0.089910000000000004 0.080455000000000013 0.31335500000000011 0.16421000000000002 0.18016500000000005 -0.080134999999999984 0.056865000000000006 0.0068000000000000014 0.10666500000000002 -0.40391999999999995 0.090050000000000005 0.51224500000000017 -1.0000000180025095e-35 0.094480000000000022 0.12862000000000004 0.114165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 8 -2 -3 -8 15 13 11 12 -11 14 -10 21 18 -9 19 -4 23 -1 -14 -21 25 26 -25 28 29 -28
right_child=2 6 16 -5 -6 -7 7 17 9 10 -12 -13 22 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019085272218417205 0.0024307418881643807 0.0028271620779100185 0.003028135910273792 -0.002525882812572015 -0.0022245050453547884 -0.00074347407010826169 -0.0027607998856966219 0.0014357832855368697 -0.0021966758202902558 0.0039020570550136373 0.00077976937018132898 0.0042574735812423298 -0.0020749283568132107 0.0022333298564417674 0.00088609339582943522 -0.0017530189530503295 0.0027831394549640088 -0.0027974362589919814 0.0030938991237367004 -0.0029296216386224864 -0.0037874997198655063 -0.0006922530457775471 6.5781974990357573e-05 -0.0022828894845529964 0.0030317887492911835 0.0028113782392774457 -0.00061668490832139807 0.0019988985510102676 -0.0029966104356705533 0.0014299165158101791
leaf_weight=5.041101383976633 5.0889746304601422 0.50043699890375037 0.82993683591485989 3.8525601690635076 3.5835393932647994 1.5611276878044007 8.5948786069639009 1.5192863699048751 2.3706705151125789 0.39820505119859717 2.7660049162805072 0.37445146450772959 12.052121104672564 2.4269542079418844 4.4560676496475935 1.3788167098537085 1.2369171967729915 0.84966033650562156 0.87343735247850318 1.0890147816389895 0.87963011488318343 1.7421333799138663 2.2378625329583892 2.3280335515737773 0.94091124553233285 0.93155341967940231 11.334349623881264 2.1132122091948977 1.2528655603528012 2.4682359704747787
leaf_count=62 280 4 14 315 166 29 1140 30 51 4 37 28 830 22 64 45 66 70 30 22 11 28 27 77 22 39 266 30 24 77
internal_value=0 -0.000916216 0.00031923 -0.000634923 -0.0004473 0.00168559 -0.00196344 -0.00218211 -0.000266599 -0.000568419 -0.00109684 -0.00144145 -0.00158673 0.000449668 -0.000184437 0.000734863 -2.65488e-05 -8.25281e-05 -0.000165334 -0.000283125 -0.00040088 0.00124057 -0.00173969 -0.000268234 -0.000132605 -0.000278355 -0.000425982 -0.00017419 -0.000479209 -0.000250703
internal_weight=0 54.1448 32.9282 42.6805 38.8279 6.6501 11.4643 10.9638 35.2444 27.0823 17.8286 15.0626 14.6882 9.25369 6.82674 8.16205 26.2781 2.36895 25.0412 24.1677 23.3378 6.78323 14.29 22.4582 21.3692 20.4283 19.4967 17.1687 15.0555 13.8026
internal_count=3910 2923 987 1679 1364 309 1244 1240 1198 1063 926 889 861 137 115 135 678 100 612 582 568 90 857 557 535 513 474 397 367 343
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=1 0 39 3 150 51 457 105 484 12 124 3 12 12 159 15 9 43 42 133 43 2 12 457 3 402 156 9 1213 46
split_gain=3.85045 2.28446 2.06629 2.25753 1.73979 1.62277 1.5561 1.3347 1.29506 1.27946 2.01288 1.26632 1.31319 1.38547 1.20557 1.14524 1.24155 1.13661 1.57433 1.62299 1.31329 1.08176 1.15341 2.61158 1.07361 1.05067 1.02656 1.10774 1.07395 0.997073
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.081245000000000026 -0.40274499999999996 -0.0015249999999999997 0.078475000000000017 -0.0043499999999999988 0.098845000000000016 0.11158000000000001 0.11476000000000001 0.085775000000000004 0.085665000000000005 -0.034019999999999988 -0.26361999999999991 -0.016839999999999997 -0.078454999999999983 -1.0000000180025095e-35 0.058050000000000011 0.070805000000000021 0.084065000000000015 0.085185000000000025 0.084715000000000013 -0.084129999999999996 -0.095799999999999982 0.096220000000000014 0.037245000000000007 -1.0000000180025095e-35 0.092020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 8 -4 -6 29 -2 14 -11 12 13 21 -3 -10 -17 18 -16 -20 -19 24 25 -24 -1 -23 27 28 -18 -7
right_child=2 9 5 -5 6 7 -8 -9 15 10 -12 -13 -14 -15 17 16 26 20 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023489318410240584 -0.0031177708910771255 -0.0036466043041868661 -0.0038236334601416079 0.0031566548455913127 -0.0023579861375783323 0.0023834915796568604 0.0013770216388929027 -0.0023773511852658198 0.0011227002081436123 -0.0032837232022257944 0.0049665346926872642 0.0007021732624610421 -0.0035124025678808322 0.0055679890807728144 -0.0019918836607818713 0.0045821658121010878 -0.0036126391645599576 -0.0029313459986389616 0.0050723708612831321 0.00055703681916417086 0.00070346150343165049 0.0029427546619973134 -0.0035483223671401725 0.0076619609852335673 0.0016705395057087975 -0.0035698338984889049 -0.0036817439456304068 -0.0037757820878976125 -0.00036121238581027449 -0.0019978389013292725
leaf_weight=1.4915916980244222 3.0199969853274551 0.90133061027154227 0.6764935664832582 2.1293003521859637 1.612216862849891 9.0694774682633525 7.9369999449700099 0.8790574613958605 3.4969501411542288 2.8873022221960123 0.40509934723377217 1.6726675294339646 7.9276021285913876 0.31054922519251782 1.064209686592221 0.46181341260672581 1.3342250380665177 1.8534264927729962 1.8787783738225683 1.9476633453741667 3.3570290287025273 0.31425282312557001 0.65877456497400977 0.40198193490505219 1.717530652880672 5.6116840387694547 1.7712666164152313 1.4801762998104084 14.301935700234015 0.67008479125797826
leaf_count=108 153 36 10 122 33 336 158 15 84 174 2 14 1104 10 30 7 108 79 18 31 42 10 72 2 50 418 110 43 520 11
internal_value=0 -0.00143232 8.15173e-05 -0.00030951 -0.000517907 0.00138129 0.000746431 0.00171288 -0.000984669 -0.000373033 -0.00226861 -0.00218541 -0.00244743 -0.00164385 0.000194203 -0.0007027 -0.0010326 0.000536922 0.00173699 0.00277406 -0.000589487 -0.00186351 -0.00262865 0.000699902 -0.0001977 -0.00322447 -0.00116988 -0.000909945 -0.000638655 0.00208205
internal_weight=0 34.4015 48.84 37.5449 35.4156 11.2951 9.54922 10.6186 25.8664 14.2948 3.2924 20.1066 18.434 10.5064 11.0024 22.8464 19.3494 10.1011 4.89065 3.82644 5.21046 10.1958 6.98669 1.06076 3.20912 5.92594 18.8876 17.1163 15.6362 9.73956
internal_count=3910 2200 1710 1338 1216 372 191 362 1025 412 176 1788 1774 670 236 872 788 200 79 49 121 660 502 74 158 428 781 671 628 347
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=1 0 4 160 52 484 150 1213 1373 133 403 457 14 52 52 4 133 16 42 42 156 106 47 50 128 13 4 40 150 0
split_gain=3.36642 2.07665 1.81777 1.57803 1.47904 1.6183 1.67378 1.61509 1.57033 1.63463 1.32651 1.37105 1.39955 1.26538 1.88313 1.30709 1.47966 1.29178 1.22622 1.25187 1.21197 1.20558 1.20882 1.55193 1.38579 1.17834 1.11409 1.23506 1.10456 1.10241
threshold=0.085835000000000009 -0.070894999999999986 0.51224500000000017 -0.40446999999999994 -0.42985499999999993 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 0.09586500000000002 -0.39018999999999998 -0.084084999999999979 0.53894500000000012 0.07802000000000002 0.084240000000000023 0.083750000000000005 0.0021050000000000005 -0.0056849999999999991 -0.014099999999999998 0.091955000000000023 0.084685000000000024 0.11896500000000002 0.091500000000000012 0.081320000000000017 0.082725000000000007 0.086165000000000005 -0.10241499999999999 -0.52333999999999992 -0.082239999999999994 -1.0000000180025095e-35 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 -5 6 -6 -7 9 -9 -11 12 20 14 15 -1 -17 25 19 26 21 22 24 28 -12 -18 -3 -28 -24 -29
right_child=2 18 -4 4 5 7 -8 8 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0026128999112346469 -0.0033562626688400806 -0.0037351215610730193 0.0030067320431270148 -0.0029753771335489375 -0.0027423265503620843 -0.0030092348740850461 0.0023668471089167763 -0.0036127671973076184 -0.0035756377519873513 -0.0027669193056603244 0.0021198354821497759 -0.0034451833400298681 -0.0020579628393351617 -0.0034581724897371382 0.0065353391358727204 -0.0028740995542871793 0.0015469510586809327 0.0033872533680060555 -0.0021759834257034064 0.0027934201475756501 -0.0028331126715598967 -0.0027925241028870069 -0.0032101972845667653 0.0038153515092131706 -0.0024602619198053409 -0.0034524290703238287 0.0040825996791785451 -0.0019539650118163255 0.00039947427403975072 0.00076634654979968278
leaf_weight=7.647134228143841 1.612238062545656 0.96473562717437467 2.2908868161030105 1.7724051848053921 3.6589198331348589 1.5132936839945603 0.91340490709990252 0.98525582160800595 1.020556142553686 1.1483500329777587 17.959209599997866 0.79807518050074477 1.5837982734665264 5.3473470453172913 0.32322282670065838 1.8697714013978837 1.1481252177618446 1.3821400655433538 3.1947759441100052 1.7795999404042948 0.82672838680446048 0.79356643743812938 1.114609415642916 1.3537958068773139 0.78601929405704041 1.0103654628619549 0.8009249344468089 2.866433054208759 7.2652121423743656 4.1667328467592597
leaf_count=719 85 25 167 168 162 111 15 45 23 100 568 13 28 799 12 111 14 42 166 37 13 12 22 31 26 91 7 132 121 45
internal_value=0 -0.00133801 7.27988e-05 -7.62145e-05 4.53728e-05 0.000173702 -0.00172168 0.00040699 0.000552064 0.000673763 0.000799347 0.000925431 0.00103552 -0.0020699 -0.0015151 -0.00171438 -0.000444398 0.000838703 -0.000342833 0.000210794 0.0011983 0.00131216 0.00142654 0.000461222 0.00192778 -0.000793203 -0.000311553 0.000110046 -8.06522e-05 -0.000342342
internal_weight=0 32.5013 47.3963 45.1054 43.4932 41.7208 4.57232 37.1485 35.6352 34.6146 33.6294 32.481 31.6829 18.7281 13.3808 13.0575 5.4104 3.54063 13.7732 10.5784 30.0991 29.2724 28.4788 9.73362 18.7452 2.15849 8.79883 7.83409 8.37982 7.03317
internal_count=3910 2200 1710 1543 1458 1290 177 1113 1002 979 934 834 821 1788 989 977 258 147 412 246 793 780 768 174 594 105 209 184 143 177
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=1 15 50 16 12 40 158 16 457 0 3 49 15 151 16 1 47 12 50 2 16 16 43 13 48 16 2 376 148 160
split_gain=2.99258 1.80811 1.69147 1.5444 1.51818 1.45558 1.44851 1.20699 1.15881 1.36357 1.41639 1.3997 1.13603 1.07306 1.09124 1.06779 1.04181 1.16728 1.01826 1.16357 1.02476 1.43059 0.985006 1.37432 1.34589 1.74087 1.29436 1.06745 0.937282 1.13786
threshold=0.10113500000000002 0.084050000000000014 0.086465000000000014 -0.27337499999999998 -0.071274999999999991 0.34489500000000001 0.084965000000000027 -0.38486499999999996 -0.0015249999999999997 -0.11524 -0.115685 1.0000000180025095e-35 -0.015439999999999997 -0.40391999999999995 -0.072804999999999981 0.13662500000000002 0.091930000000000012 0.11540500000000002 0.096405000000000005 0.114165 -0.013279999999999998 0.050115000000000007 -0.078454999999999983 -0.45122499999999993 0.086870000000000017 -0.082504999999999981 0.096540000000000015 0.087355000000000016 -0.080629999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 -2 8 -3 -1 -10 12 22 -11 -6 15 16 17 28 19 20 -16 -22 24 -24 25 -12 -27 -25 -15 -30
right_child=4 3 -4 -5 13 -7 -8 -9 9 10 11 -13 -14 14 18 -17 -18 -19 -20 -21 21 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=-0.0023968079490449476 0.0024294881741625742 -0.0019449382354219862 -0.0030300363733333766 -0.0029943359466591203 -0.0034354719857168357 -0.0036146483854900646 -0.0026398738127736692 0.003581683517849064 0.0011056716456806232 0.0032829493637917314 0.0051393732360646002 -0.0030325774855156236 -1.0114160344618585e-05 -0.001281407702317382 -0.0041741480555244851 0.0032415220621926449 -0.0012005449103179668 -0.0023546301872611119 -0.0029704975664461403 0.0016547044022292921 0.0030313481780208876 -0.0012091753007489544 0.0014105492010749576 -0.0026569979436946072 0.0031170085592960835 -0.0032286661911171471 0.0020999929198630574 0.0028213407279514971 -0.00063086116486633806 0.0032792202590830443
leaf_weight=2.5856130546890226 5.2846564953215447 1.0261383345350621 3.1448347291443488 7.5079235250595939 0.9884645538404645 0.49207085371017445 3.1229641702957442 0.79030967503786076 8.2716219779104012 1.5985448230057953 0.49169874377548728 3.2233442491851738 4.558944191318008 0.95789578929543395 0.94318755902350382 1.8117495519109077 3.0346946534700692 0.90899711661040772 1.7322172690182931 2.7942045074887574 1.1118968371301718 4.6901478841900826 1.5615482311695812 4.7079634894616866 1.6358111496083436 1.8703255383297821 0.71070599742233742 0.43933042511343945 1.09683849941939 3.6025574682280492
leaf_count=141 301 46 315 1186 23 8 166 12 143 29 20 367 70 20 14 67 45 11 65 95 20 186 14 266 53 81 9 5 33 99
internal_value=0 -0.000995426 -0.000669382 -0.00232148 0.000369724 0.00191464 -0.00045592 0.000459613 -0.000240463 -4.86669e-05 -0.000507757 -0.0010766 0.000844798 -7.27067e-06 0.000142112 0.000874756 0.000428137 0.00118085 -0.000599702 -0.000169201 -0.000924752 -0.000396527 -0.000524396 -0.00135149 0.000654063 -0.000657121 -0.00176138 -0.00218941 0.00174892 0.00236661
internal_weight=0 47.2476 37.9233 9.32437 29.4496 5.77673 34.7784 1.81645 31.6555 29.0698 20.7982 14.6407 6.15749 23.6729 22.6844 11.4127 9.60098 6.56629 11.2717 9.53944 6.74523 5.80204 11.4174 6.70884 4.70854 3.07273 2.58103 5.14729 5.65729 4.6994
internal_count=3910 2923 1679 1244 987 309 1364 58 1198 1057 914 815 99 678 655 275 208 163 380 315 220 206 448 285 163 110 90 271 152 132
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=4 12 42 484 160 52 1213 475 133 158 0 4 14 151 132 1 42 49 49 3 38 13 124 52 49 52 4 12 50 47
split_gain=2.75035 2.2658 1.46326 1.56016 1.54937 1.61262 1.72302 1.89847 1.6307 1.7661 1.72284 1.45451 1.44737 1.43358 1.33387 1.15337 1.21789 1.31405 1.36544 1.34072 1.15235 1.59127 1.27423 1.28518 1.02773 1.15756 0.942262 0.856219 0.97502 0.912394
threshold=0.27020000000000005 0.080120000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -0.42985499999999993 -1.0000000180025095e-35 -0.084944999999999979 0.10681500000000001 0.085410000000000014 -0.074249999999999997 -0.23071499999999998 0.077685000000000018 -0.27336999999999995 0.080815000000000012 0.10080500000000002 0.085330000000000003 -0.084114999999999981 0.0052300000000000011 -0.084129999999999996 1.0000000180025095e-35 -0.089899999999999994 -0.086804999999999979 -0.08799499999999999 -0.085974999999999982 -0.081429999999999989 0.25367000000000006 -0.071274999999999991 0.11901000000000002 0.10976000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -6 7 -7 9 10 15 -12 14 -2 20 16 17 -8 19 -19 21 -1 -23 -24 -25 -26 -3 -15 29 -29
right_child=13 2 3 4 5 6 8 -9 -10 -11 11 -13 -14 27 -16 -17 -18 18 -20 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0020547451082386782 -0.0026765593041183163 -0.002777739713283101 -0.0027114326192548993 -0.0025789514036578779 -0.0029374252598926248 0.003336678054984546 -0.0031984220805837764 -0.0030388447304761463 -0.0026862631145426392 -0.0031650649622991045 0.00051102360117321818 0.0036187786668757972 -0.0027334876946147045 0.0027228281731804119 0.002220357692329397 0.001921030901465705 -0.002941280140018581 -0.00049966595945501581 -0.003038615654366477 0.0037520728482910957 -0.0022287786939400706 0.0023029011270239456 -0.0019078302176723815 -0.0028378375796917015 0.0026570486972693191 -0.00010446882917071213 0.0013746121536276578 0.0014191479649359191 -0.0025401011992394738 -0.0013472280729660137
leaf_weight=2.9882971062325003 0.87918579019606014 5.6105240860488292 3.3256699531339171 2.8492287588305869 1.7564122225157976 0.46263329684734378 0.76541948923842262 2.5002517842222138 1.3241211262065906 0.93003222881816405 2.2456418070942163 2.8644956559873753 1.6012092288583506 2.316719321999698 2.2642735703848293 2.0219243932515383 1.4153142096474765 1.081635664217182 0.56350002484396089 1.4522657501511169 1.9533638306893397 1.5747792203910815 3.807610274758205 1.0235372949391717 1.4020483447238934 13.346497183665585 0.49727739486843336 7.0479023223742807 0.69428161345422346 1.1606473699212072
leaf_count=108 20 854 442 299 224 4 20 254 170 37 24 48 45 183 58 29 149 60 46 31 53 55 124 23 28 242 11 235 14 20
internal_value=0 -0.000629123 -0.00116835 -0.000864541 -0.000588276 -0.000295664 -3.24338e-05 -0.00204335 0.000373866 0.000677607 0.000965581 0.00225308 -5.92139e-05 0.000878575 9.17738e-05 6.43145e-05 -0.000646948 0.000193681 0.00103193 0.00193715 -9.29162e-05 7.98939e-05 -0.000199075 -0.000400307 -3.6369e-05 0.000158051 -0.00243967 0.00115716 0.000749741 0.001028
internal_weight=0 61.628 31.6663 25.5585 22.2329 19.3836 17.6272 2.96289 14.6644 13.3402 12.4102 5.11014 29.9616 12.0987 28.3604 7.30006 5.27814 3.86282 3.0974 2.5339 26.0961 24.1428 21.1545 19.5797 15.7721 14.7485 6.1078 11.2196 8.90283 8.20855
internal_count=3910 3438 2702 1837 1395 1096 872 258 614 444 407 72 736 472 691 335 306 157 137 91 633 580 472 417 293 270 865 452 269 255
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=4 12 151 1 9 12 2 3 14 47 16 16 48 484 151 15 0 48 457 3 52 457 1 147 16 43 49 12 13 160
split_gain=8.80708 4.89419 3.09343 2.09086 2.02427 1.63669 1.62659 1.5028 1.48772 2.02787 1.45315 1.62708 1.63136 1.39159 1.93044 1.27242 1.4263 1.14764 1.14669 1.13056 1.76089 1.11744 1.13838 1.04936 0.785792 0.948888 1.27801 0.786585 0.766223 0.729033
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 -0.016839999999999997 -0.041094999999999993 0.10869000000000002 0.10666500000000002 -0.46879999999999994 0.096475000000000019 -0.16268499999999997 0.15100500000000003 0.12862000000000004 -0.0043499999999999988 -0.086249999999999979 -0.095799999999999982 -0.230625 0.086350000000000024 0.079930000000000015 -0.016619999999999996 -0.0093349999999999978 0.081330000000000013 0.088010000000000019 0.10271500000000001 -0.17157499999999998 -0.26007999999999992 -0.18178499999999997 0.092365000000000017 0.076210000000000014 -0.082969999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 18 -4 13 21 -7 23 -8 12 29 -6 17 -16 -17 -15 -1 20 -18 24 28 -10 25 -3 -27 -28 -23 -12
right_child=2 3 5 -5 6 8 10 -9 9 -11 11 -13 -14 14 15 16 19 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0021464285581950541 -0.0020239144949354276 0.00091873458517218191 0.001994391633436155 0.00038085106722118264 -0.0020760091292435557 -0.0013333112069884253 -0.001210009440550687 -0.00026657954014100985 0.0017384612653725798 -0.0008032066750623914 0.0001186971879819487 -0.0010237374296038603 -0.00035419379033469503 0.0017363105905804897 -0.0018169511217050946 0.00093515811567562626 0.0015408270829984627 -0.00063230504306761479 -0.00085033577507450016 -0.001250277512338622 -0.00094782609698034067 -0.001577221274053996 0.0014612957067938535 -0.00018638743749253969 -0.0017589247298823768 0.0012131616728362599 -0.00099420340735045494 -0.0022470171922302565 0.00041775110274541347 0.0020997782580099563
leaf_weight=1.5159899070858949 1.6636509858071793 0.77706423029303451 3.2175317006185642 2.2882689870893946 3.6594800110906389 1.5741960890591116 3.3596588764339677 3.4748194310814133 4.8016755701974034 2.3762426748871803 0.92632104456424658 2.570417407900095 2.7003421690315008 1.6721295155584877 5.3918491788208547 1.7333469484001458 1.5954297380521891 1.4367132363840935 0.7074541701003908 11.54254081286488 3.2867286056280234 3.0345571367070074 0.78503315895795811 1.3767031189054248 46.984197655692697 0.68674536421894927 4.2322941934689871 3.4255417883396149 0.95654438063502301 2.8942403411492696
leaf_count=44 20 6 191 40 64 23 38 25 148 23 12 45 39 34 94 20 26 28 13 177 34 90 11 21 2385 8 92 59 16 84
internal_value=0 -0.0011105 0.00047524 -0.00144488 -0.000615208 0.000786765 -0.000709207 -0.00150979 0.000403149 0.000722687 -0.000117732 0.000285914 0.000802154 -0.000952112 -0.000797833 -0.000987865 -0.000741676 0.000641684 0.00119292 -0.000918638 -0.000134565 -0.00158075 -0.000678248 0.00130956 -0.00165757 -0.00113554 -0.00132683 -0.00155462 -0.00109909 0.00161945
internal_weight=0 111.638 15.01 66.6451 44.9926 13.3463 42.7692 64.3568 10.1288 8.55462 12.451 9.09132 6.5209 30.3182 26.6587 23.5499 18.158 3.10884 2.22344 16.4247 4.88216 60.882 4.77613 6.17838 56.1058 9.12165 8.34458 7.65784 3.9911 3.82056
internal_count=3910 3484 426 2732 752 406 695 2692 215 192 218 180 135 477 413 351 257 62 57 237 60 2667 117 169 2550 165 159 151 106 96
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 4 39 3 1186 4 147 44 51 1 133 42 150 42 43 42 48 2 50 2 2 132 16 4 52 16 12 3 43 3
split_gain=2.61485 1.79788 1.53283 1.71079 1.39923 1.41835 1.61525 1.24188 1.2351 1.20211 1.46611 1.11522 1.07066 1.05029 1.44506 1.04472 1.04386 1.4179 1.11735 0.998149 0.997149 0.986729 0.911607 0.892223 1.28199 0.804711 0.804538 1.15721 0.97156 0.925816
threshold=0.085835000000000009 -0.15333499999999997 0.005105000000000001 0.31335500000000011 0.084100000000000022 -0.034289999999999994 1.0000000180025095e-35 0.13998500000000003 -0.40274499999999996 0.11353000000000001 0.085355000000000014 0.086825000000000013 0.12187000000000002 -1.0000000180025095e-35 -0.17307499999999998 0.085330000000000003 0.12675000000000003 0.097940000000000013 0.041865000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.093105000000000007 -0.092969999999999983 -0.49837999999999999 0.10433000000000002 -0.095109999999999986 0.097345000000000015 -0.074234999999999982 -0.075819999999999985 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 7 16 19 -4 10 20 23 -8 -3 -15 -16 17 26 -19 -2 -10 -17 -22 24 -1 -21 29 28 -28 -7
right_child=2 13 8 -5 -6 6 12 -9 9 -11 -12 -13 -14 14 15 21 -18 18 -20 25 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0036112216318386365 0.0015260977281429202 -0.0031265062766262868 -0.0035855013662452208 0.002934939287525759 0.0034881565179708108 -0.0035169496035011298 0.0027398618916525145 0.0052692994289550215 -0.0027998784572996686 0.0028012803526630036 0.0030173360502327622 -0.0022279639649689848 -0.0012671501586785062 0.0019063767487469963 -0.00098756699713126476 -0.0033521674838388497 -0.0028431657880330294 0.0017510431884378611 -0.0023559599498373888 8.571310607850317e-05 -0.0016893647584912252 0.0012970524062600416 0.0028339197482089352 0.0014203855639456867 0.0018393244287744684 -0.0031391187813993942 -0.00039519010579190731 -0.0026472547062696586 0.0035059831644438555 -0.00091556183444697241
leaf_weight=1.0921978866681445 0.72140609798952926 4.794597116298978 0.55936000123619933 1.7149052065797139 0.95390075678005715 1.9861648655496615 2.9491267371922727 0.25649954751133908 1.5344516979530438 4.1960998214781284 1.6193914692848919 1.8755648327060042 0.97485195472836483 1.3639757554046834 9.1092559869866729 4.6393056348897526 2.0191440205089739 4.5151216927915803 0.86771114077419031 1.0217863831203429 0.90289410483092059 0.56237261649221171 1.0693493057042358 4.8399194739758995 0.83785265684127797 5.0629559552762684 1.5280415671877565 1.0736134932376433 1.2965840338729324 6.1814686371944889
leaf_count=42 20 757 10 122 27 126 76 2 27 215 76 51 20 28 434 784 44 106 20 31 17 31 27 62 11 528 24 42 29 121
internal_value=0 -0.00123358 5.2841e-05 -0.000288967 -0.000464994 -0.000588815 -0.000195749 -0.00189067 0.00119859 0.00148566 0.000408714 3.38643e-05 0.00174438 -0.00176889 -0.00135363 -0.00166434 -0.000586805 -0.000325702 0.001089 -0.0021605 -0.000795948 -0.00284952 0.000763158 0.000660485 -0.00124509 -0.00259759 -0.000956827 0.000282129 0.00139556 -0.00154815
internal_weight=0 29.115 43.0048 33.1233 31.4084 30.4545 23.3918 7.06265 9.88155 9.32219 5.12609 8.64553 3.92398 20.4695 15.6749 14.3109 19.4678 17.4487 5.38283 6.80615 3.5067 5.20168 1.97224 6.76997 1.93005 6.08474 12.0659 3.89824 2.82463 8.16763
internal_count=3910 2200 1710 1338 1216 1189 608 581 372 362 147 166 96 2034 1277 1249 512 468 126 579 71 815 44 115 53 559 342 95 53 247
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=1 15 484 150 43 146 4 52 160 42 160 148 4 4 147 454 376 1374 1429 48 33 376 133 49 457 3 47 51 0 123
split_gain=2.2658 1.9218 1.5094 1.93993 1.53452 1.45569 1.50183 1.44487 1.35508 1.39801 1.42878 1.29357 1.2866 1.13376 1.12294 1.03364 1.021 0.973652 1.00499 0.955201 0.951493 1.14255 1.356 1.06473 1.13706 1.0061 0.941247 0.954698 0.826522 0.796381
threshold=0.11561500000000001 0.084050000000000014 -0.0043499999999999988 0.10139000000000002 0.24789500000000006 0.11615000000000002 0.24280000000000004 -0.42035499999999998 -0.26821999999999996 -1.0000000180025095e-35 -0.07353999999999998 -0.083929999999999991 0.15045000000000003 -0.10018999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.091535000000000019 -0.094679999999999986 -1.0000000180025095e-35 0.095825000000000007 -1.0000000180025095e-35 0.048375000000000008 0.098810000000000023 -0.085974999999999982 0.082870000000000013 -0.100615 0.12339500000000002 0.13881000000000002 -0.017269999999999997 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 7 6 14 -4 -9 10 -10 -11 13 -3 28 -13 -12 19 -19 -17 -20 22 23 25 -25 -22 27 -8 -2 -1
right_child=5 12 4 -5 -6 -7 26 8 9 11 16 15 -14 -15 -16 17 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032327696321372812 -0.00080915046306262461 -0.00031332712850119402 -0.0026002156636004007 0.0032696759993658142 -0.0032788019614497649 -0.0041290703859646061 0.0030322648328189538 -0.0024640682690217535 0.0017736488126058685 -0.0028075285157784023 -0.0025432021087133717 -0.0026489574266605189 0.00079063398985055374 -0.0031430174526906919 0.0033115454919715585 -0.0030931994642617541 0.0025787631865187301 -0.0031104907515038223 -0.0017734502276897472 0.0012601646330061753 0.0020204680015621945 0.0033653657992409208 -0.0023376039146716029 0.00093255812503333676 0.0029915977626545809 -0.0020108229664196385 -0.0012590981000878245 -0.0020325156439241201 0.0025198352959704866 0.0028540006923591867
leaf_weight=3.7312847161665554 5.843633325304836 1.7591699892655004 2.1566077873576353 0.55610457155853499 1.5434425945859391 0.56742860563099462 4.4668796444311738 2.0199777898378661 1.1628145072609184 1.1583477929234529 4.056572694098576 0.95034794276580825 1.3438279638066886 5.8650010614655903 0.88072448456659902 1.2606207325589012 0.4095033612102269 0.61774903256447444 1.2308555007912385 0.77961717639118422 0.85182474181056056 1.825311499647795 1.2271741384174664 15.794966363115202 3.0598172605969003 1.9375179940834808 0.67824814189225424 0.38647616934031237 0.81183228967710963 0.21741158980876196
leaf_count=390 186 93 265 9 116 8 280 161 43 40 246 33 36 1146 30 53 4 33 41 8 13 68 37 390 67 61 13 7 27 6
internal_value=0 -0.000688057 -0.000435585 -0.0021363 -0.000253358 0.000718446 0.000928935 -0.000138058 4.26e-07 0.00013748 -0.0012788 0.000397207 -0.0019985 -0.00249011 3.10322e-05 0.000522892 -0.00207356 0.000628343 0.000786521 -0.00142969 0.000879372 0.00101159 0.000823735 0.00100298 0.00126671 -0.000779725 0.00215223 0.00262895 -0.000403081 -0.00289764
internal_weight=0 55.5159 46.5479 4.5048 42.0431 13.6352 13.0678 40.4996 38.343 36.323 5.62889 30.6942 8.968 7.62417 7.53619 29.5358 4.46608 28.5855 26.5452 2.04024 25.9275 24.6966 22.8713 21.6441 18.8548 2.78934 5.5316 4.85336 6.65547 3.9487
internal_count=3910 3359 2084 405 1679 551 543 1563 1298 1137 293 844 1275 1239 243 804 250 771 710 61 677 636 568 531 457 74 300 287 213 396
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 14 43 13 160 43 133 43 43 131 16 0 16 14 3 52 1429 160 0 1 42 1 48 48 1 475
split_gain=4.93249 4.13341 2.03071 1.89278 1.80962 1.7521 1.86673 1.67577 1.61319 1.36915 1.19179 1.8031 1.8767 1.28084 1.60603 1.66738 1.24087 1.16982 2.31944 1.57025 1.082 1.02354 1.27795 0.988017 0.955197 0.94247 1.11497 1.7644 0.886879 0.832982
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.072894999999999988 0.088250000000000009 -0.049504999999999987 0.28269500000000009 -1.0000000180025095e-35 -0.0088849999999999988 0.084285000000000013 -0.074254999999999988 -0.075819999999999985 0.08844500000000001 -0.083564999999999987 -0.08824499999999999 0.062650000000000025 -0.13131999999999996 0.30601500000000009 -0.092854999999999979 0.084965000000000013 -0.081669999999999979 -0.053834999999999994 0.099595000000000017 0.060615000000000009 0.13662500000000002 -0.064549999999999982 -1.0000000180025095e-35 0.11774500000000002 -0.067819999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 23 -3 -8 11 12 13 14 15 -6 -16 -11 19 -19 -13 -18 -23 24 -1 26 -4 -28 -29 -21
right_child=2 3 25 -5 10 -7 9 -9 -10 17 -12 20 -14 -15 16 -17 21 18 -20 29 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0016610423286166018 -0.0022371924240342871 -0.0021565105806836495 0.0024641996007841683 0.00053313621101168265 -0.00071089763701028289 -0.0026854045332400365 -0.0022853775968669061 -0.0010210966455431673 0.00059784274365732573 -0.0022015622179124713 -0.0023440629124998075 -0.0020788302746748933 0.0024986732402867179 -0.0024068884496521309 -0.0024393620273166017 0.0038909855280871188 0.0021139710277021319 -0.0020035196234607154 0.0024813045295019455 0.001642664051380995 0.0006152395498145852 0.00090668543294279409 -0.0026777898032136669 0.002325798481083777 -0.00036345668878114286 0.0023355573977322667 -0.0029295744158858959 0.00021211025743248204 0.001868109125549551 -0.00018971097451165046
leaf_weight=2.64813140965998 1.1110420785844315 1.6231500427238641 1.7916659656912077 3.2483671922236672 0.88296911027282476 1.3828174462541927 1.873038053978237 2.1425726432353249 4.3318664385005823 1.484462839551276 8.1625039498321694 11.782517321873456 1.0046556843444729 2.3217242364771664 2.1014317879453293 0.86593842785805353 0.84771209768950972 2.5517912199720802 1.8475988386198867 1.5293469224125225 0.89032188244164068 1.0769261745736007 1.1336867921054359 3.2720440616831183 2.5308463806286454 2.6537159038707605 0.79225931689142903 5.4902939535677433 2.6685982756316662 13.87973911222069
leaf_count=44 20 75 62 30 31 27 45 31 97 39 938 1053 17 178 159 21 9 93 67 22 39 33 22 125 44 148 7 126 109 199
internal_value=0 -0.00067622 0.000824129 -0.00119154 -0.00134285 -8.56532e-05 2.08346e-05 0.000840239 -0.000152907 -0.000353872 -0.00157092 -0.00129544 -0.000559805 -0.000892696 -0.000383837 0.00156764 -0.00104529 -0.000183966 -3.2766e-05 -0.000291383 -0.00188956 -8.74017e-05 -0.00093157 0.00131214 0.000671717 0.00107802 0.00076738 0.000427744 0.000753752 -7.84833e-06
internal_weight=0 75.4162 14.5076 40.2738 37.0254 35.1424 33.7596 10.5936 5.95502 23.166 31.0704 22.9079 10.235 9.23039 6.90866 1.74891 5.15976 21.2929 19.8085 17.9609 12.6728 3.05833 2.21061 8.45102 5.17898 13.3965 10.7428 8.95115 8.15889 15.4091
internal_count=3910 3438 472 2702 2672 736 709 244 172 465 2500 1562 470 453 275 52 223 420 381 314 1092 64 55 213 88 452 304 242 235 221
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=1 39 3 3 3 4 48 50 2 42 14 46 3 15 151 15 43 457 51 2 475 49 15 132 13 160 43 42 3 2
split_gain=8.15271 3.13736 2.93656 2.69883 3.51577 2.37597 3.11179 2.95506 2.58795 2.17296 1.64228 1.46014 1.43173 1.32125 1.32268 1.42325 1.22779 1.21826 1.58649 1.21274 1.18834 1.06082 0.949033 1.19853 1.124 0.947071 1.42175 0.990519 0.90061 0.868408
threshold=0.094485000000000013 0.085220000000000004 0.16699000000000003 -0.115685 -0.032959999999999996 -0.034289999999999994 0.11930500000000001 0.11515000000000002 0.09580000000000001 -1.0000000180025095e-35 0.077685000000000018 0.092020000000000005 -0.13927999999999999 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.083940000000000015 -0.078629999999999992 -0.07174999999999998 -1.0000000180025095e-35 -0.071179999999999979 0.14121000000000003 -1.0000000180025095e-35 0.080815000000000012 -0.083924999999999986 -1.0000000180025095e-35 -0.074254999999999988 0.088345000000000021 -0.15464999999999998 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -5 19 7 8 12 -3 22 16 -7 14 15 -6 -11 -10 -19 -2 -15 -21 28 24 -24 -14 27 -27 -1 -22
right_child=1 9 -4 4 13 6 -8 -9 17 11 -12 -13 25 20 -16 -17 -18 18 -20 21 29 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020337038625998457 0.00089310719399983982 -0.00048979018891580426 0.0013016201166982453 -0.0013631487787776554 0.00045659417482411916 0.001073387629411683 -0.0015681093565079564 -0.0018697133981991135 -0.0003370640848947608 0.0017596080404430506 -0.0017823413872996546 -0.0010257978520566635 -0.0017056730228521065 0.0011034575189150905 -0.0015724157414872745 -0.0014567410611523749 -0.00063074772504453241 -0.00050042825198926466 0.0016420559681159638 -0.0016348244526928919 -0.0018277361161159829 0.00057290615180332119 0.00078695353106503739 0.0012244364559645987 -0.00095112564888785581 -0.00061441482445429301 -0.0010309476157683883 0.0013192698143203103 8.0408643658861284e-05 -9.0892637463653163e-05
leaf_weight=1.4167181905359032 0.78767750225961197 2.416519825346767 4.1137167438864699 27.722563379909843 3.0593003733083606 2.1620373781770459 3.2795055974274865 1.8236188860610116 1.5597637444734633 7.59620162285864 1.4030829919502128 0.70816294662654478 1.5851019117981184 2.3145991014316669 4.3893932839855569 1.8677023388445375 0.70005536451935757 1.2083070520311636 7.0252442527562247 5.6063878731802061 0.9755810033529978 0.734259015880525 1.5139799136668424 1.5548069737851618 4.158236926421524 1.2861163988709439 3.2540871510282305 2.0493567967787385 1.3998837945982803 7.1687689628452063
leaf_count=14 12 29 148 2157 34 28 48 53 13 267 72 9 48 33 116 31 18 21 145 243 21 12 18 25 66 16 50 27 34 102
internal_value=0 0.000174477 -7.28705e-05 -0.00078486 -0.000966284 -0.000247593 1.14356e-06 0.000235564 0.000426285 0.000964435 -3.20473e-05 0.00135471 -0.000176489 -0.000409929 -0.000882943 -0.000268703 0.0015579 0.0010625 0.00132764 -0.00112808 1.14131e-05 -0.00137917 0.000212467 -0.000118972 -0.000487212 -0.000507056 -0.000218732 0.000573665 0.00106289 -0.000298943
internal_weight=0 47.8961 36.4752 58.9446 47.4979 32.3615 25.2331 21.9536 20.13 11.4209 11.4467 9.00442 10.3367 19.7753 9.3164 4.927 8.29626 9.79332 8.23355 7.12832 10.4589 6.34065 10.0436 7.22702 5.67222 8.17466 6.58956 3.33547 2.8166 8.14435
internal_count=3910 1187 864 2723 2494 716 449 401 348 323 229 294 169 337 181 65 285 179 166 267 156 255 157 109 84 141 93 43 48 123
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=1213 484 403 160 52 133 475 14 1 150 123 151 1373 1365 1455 11 49 133 43 16 34 151 1375 133 42 13 13 123 4 52
split_gain=2.26525 2.54678 2.36894 2.28779 2.093 1.91482 1.74245 1.39299 1.38291 1.37287 1.22015 1.10491 1.09438 1.0649 1.07684 1.13437 1.22394 1.30445 1.41963 1.43716 1.57927 1.19216 1.14315 1.1992 1.01731 1.00185 1.169 0.978401 0.953156 0.90518
threshold=-1.0000000180025095e-35 -0.0043499999999999988 -0.084084999999999979 -0.40446999999999994 -0.42985499999999993 -0.40071499999999999 -0.086004999999999984 0.07802000000000002 0.12864500000000004 0.097030000000000019 1.0000000180025095e-35 0.063570000000000015 0.099250000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091004999999999989 0.087425000000000017 -0.07526999999999999 0.22945500000000005 -1.0000000180025095e-35 -0.086584999999999981 -0.43271999999999994 -0.097724999999999992 1.0000000180025095e-35 0.16421000000000002 0.25430000000000003 0.08456000000000001 -0.59419999999999995 0.085520000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 9 -3 28 -5 -6 -1 8 10 27 12 -10 13 14 -7 16 -16 18 21 20 -20 -18 -22 -24 -19 -23 -27 -2 -4 -25
right_child=1 2 3 4 5 7 -8 -9 11 -11 -12 -13 -14 -15 15 -17 17 24 19 -21 22 25 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0032605492942228659 -0.0026901702343109413 -0.0025841669303562176 0.0038169659501530676 -0.0023987524890618384 -0.0029295320853340114 -0.0028526137951282466 -0.0028053284804857494 -0.0019389292601364727 0.0021696270108464422 0.0014934173862290777 0.0017045069292692119 -0.0024796467121731445 -0.0031805028424763348 -0.0027297191144036075 -0.0010110612099178632 -0.0015570355131112701 -0.0017329290928985151 0.00046099199639292927 -0.0026117017830369609 -0.0028996997388657615 -0.0016200355699064757 0.0031515836935010776 -0.002673484085524867 0.0018085946566354599 -0.0028690420382241595 -0.0020924856054336397 0.0030618218717414496 0.0026394434584860655 -0.0028752643698684516 -8.4296346623028857e-05
leaf_weight=0.42640152573585499 5.4732505921274415 2.8501758908387265 0.18720820546150241 2.3683513049036256 1.4120857610832889 0.84717288659885426 4.3954043949488542 1.9144103056751181 5.6547995018772772 0.84583855303935696 4.8676977138966313 0.45318190334364761 0.78065694752149184 0.95679806871339579 3.5663803066126993 2.2200850853696457 0.59920171182602633 1.7388403243385249 1.061362036503861 0.92998189711943346 1.2465745992958623 4.6378485213499543 0.61175030143932119 10.397832846501823 1.3281135999131946 0.74092610273510195 0.7046565564814955 0.29812141507863987 2.6113873475696883 2.5900883998256168
leaf_count=4 550 411 1 295 150 71 588 45 266 22 189 13 26 37 92 42 55 37 33 37 15 118 67 261 99 22 20 13 258 73
internal_value=0 -0.000232486 -3.80728e-05 9.52574e-05 0.000232011 0.000358494 -0.00226891 0.000455529 0.000555324 -0.0019153 0.000360648 0.00182467 0.000173525 0.000250135 0.000335958 0.000419398 0.000564915 0.000776315 0.00100547 0.000562046 0.000764425 0.00212272 0.00100578 0.00124647 -0.000981046 0.00250249 0.000420008 -0.00241487 -0.0024276 0.00143111
internal_weight=0 63.8948 57.2776 54.4274 51.6288 49.2604 4.82181 47.8484 45.9339 6.61721 39.826 6.10798 34.9583 34.1776 33.2208 32.3736 30.1536 26.5872 23.5202 16.8376 15.9076 6.68263 14.8462 13.5997 3.06695 6.08343 1.44558 5.77137 2.7986 12.9879
internal_count=3910 3318 2733 2322 2063 1768 592 1618 1573 585 1294 279 1105 1079 1042 971 929 837 701 486 449 215 416 401 136 160 42 563 259 334
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 43 3 0 13 50 457 52 13 11 43 1 1373 50 1375 0 3 151 1 0 0 43 13 52 52 12
split_gain=10.3772 8.03128 3.47391 2.83797 2.74634 2.51704 2.35447 2.25955 2.19133 1.98346 1.94316 1.82796 1.8168 1.58893 1.58227 1.32325 1.28331 1.34091 1.44386 1.55184 1.70173 1.28284 1.26443 1.25467 1.24783 1.80138 1.84719 1.37717 2.96689 1.27372
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.049504999999999987 0.24227500000000002 -0.14674999999999996 0.28269500000000009 0.11901000000000002 0.081330000000000013 -0.092854999999999979 -0.10241499999999999 1.0000000180025095e-35 -0.0088849999999999988 0.089895000000000017 0.084345000000000017 0.084340000000000012 -0.43271999999999994 -0.13506999999999997 -0.016619999999999996 -0.083919999999999981 0.086245000000000002 -0.051824999999999989 -0.070894999999999986 -0.07526999999999999 0.11596500000000001 -0.42035499999999998 -0.088779999999999984 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 8 11 -8 22 -4 12 -7 13 -3 -13 21 17 18 -16 -20 -21 -12 -1 -5 -14 27 -27 -26 -29 -30
right_child=2 3 9 23 -6 6 7 -9 -10 -11 15 14 24 -15 16 -17 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=8.9675781060754008e-05 -0.0019211586308577947 -9.1926847760242161e-05 0.0013028078288798426 0.0021715517297193508 -0.0019988546932874006 -0.0017362782979835822 -0.0014885718461529059 0.0017853795701384611 -0.00091118898346492631 -0.0011471784948023256 -0.001419174728218296 -0.0018373560956855954 -0.0017354915141216292 -0.002014723457659916 -0.0013995247366967575 0.0020080751017638367 -0.0017879123794366405 -0.001348713870002361 0.0010394975108170049 0.0010282342425337947 -0.0010231626426074657 0.00075705603124110702 0.0014991750901236281 -0.00046916831103046967 -0.0019618152480665027 -0.0020030932008595404 0.0021892645825839566 0.0022261873826927101 0.00036160812964382337 -0.0020045000406677584
leaf_weight=3.305860906839369 1.4933480899781013 6.520799436606465 15.710405569523575 1.2511184588074686 2.5633579827845088 3.7292683310806778 1.0004805773496626 3.3047829978168002 2.466390559449791 1.3037444688379753 2.5072232270613313 2.1571043282747366 29.201372200623151 2.060448607429862 1.7475747019052619 0.88575698249042023 1.5329795088618983 2.2343015093356362 7.3377217911183914 2.3589189071208314 3.9236642979085183 1.6273098355159152 7.7646452821791172 1.3768108319491137 1.4280023211613295 6.0224253833293933 0.40888173878192891 1.685108005069196 1.5760108698159458 1.7483478337526319
leaf_count=45 20 86 388 14 45 101 10 79 31 18 82 37 1938 65 14 10 20 42 71 20 70 28 167 26 70 313 3 21 15 61
internal_value=0 -0.000681427 0.000870083 -0.00115025 -7.97552e-05 3.50118e-05 -0.00027923 0.00102456 0.000715797 0.00111507 -0.00124175 -0.000503564 -0.00135401 -0.000553611 -0.000287658 -0.000109069 -0.000112961 3.29113e-05 0.000233783 0.000443347 -0.000252926 -0.000562633 0.00107827 0.00078804 -0.00151727 -0.00102209 -0.00173656 -0.000308316 0.000163032 -0.000882776
internal_weight=0 103.727 18.5075 58.2996 45.4271 42.8637 29.3268 4.30526 13.5369 17.0142 55.6717 25.0215 50.6514 8.58125 21.2923 5.02029 19.1352 17.6022 15.3679 13.6203 6.28258 4.13453 11.0705 2.62793 42.0701 12.8688 6.43131 6.43747 5.00947 3.32436
internal_count=3910 3484 426 2732 752 707 464 89 243 406 2692 375 2572 151 274 120 237 217 175 161 90 110 212 40 2421 483 316 167 97 76
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 15 12 484 42 42 48 3 38 13 52 160 1429 457 13 33 39 47 4 50 48 2 13 1 376 160 2 2 43 160
split_gain=7.81469 3.17513 2.84981 2.50983 2.14592 2.21719 2.1849 1.94095 1.92422 1.91191 1.87476 2.50868 1.69549 1.74009 1.62312 1.61958 1.60598 1.93388 2.20943 2.47439 1.75159 1.9266 1.42796 1.42557 1.5164 1.40726 1.31077 1.31121 1.27956 1.17847
threshold=0.10113500000000002 0.084050000000000014 -0.062539999999999984 -0.0043499999999999988 -1.0000000180025095e-35 0.084100000000000022 0.086870000000000017 0.16699000000000003 0.10657000000000001 -0.26418499999999995 -0.10201499999999998 -0.092169999999999988 0.084545000000000009 -0.0015249999999999997 0.098990000000000009 1.0000000180025095e-35 0.15608500000000003 0.11603500000000001 -0.17479499999999998 0.11515000000000002 0.12862000000000004 0.11500500000000001 0.16421000000000002 1.0000000180025095e-35 0.091535000000000019 0.085545000000000024 0.087995000000000004 0.085090000000000013 -0.52334499999999984 -0.078874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 23 10 15 16 -2 -3 -6 -12 13 -13 -11 28 17 18 -4 20 21 29 -16 24 -5 -8 27 -15 -7 -20
right_child=2 9 7 4 5 6 25 -9 -10 14 11 12 -14 26 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017844374872934543 0.0017466635462001234 0.0021655150384737114 -0.0020999763528177142 -0.00207057125770581 -0.0013655223920378779 0.0023024747080072883 -0.000314338795497704 0.0014838460188014006 -0.00053424417932367691 -0.002029332684911977 -0.0019121563916709174 -0.0017639013795380275 0.0023516082103310016 0.00040193026913653966 0.00088966162744708391 0.0019355069791376089 0.0019099763243574284 -0.0013427400961512005 -0.0012036379582392779 -0.0021290360868450502 -0.001548062739550569 0.0018168821958706761 -0.0020467367127495369 3.4532403271039765e-05 0.0013362700312029299 0.0024012919409022314 0.0010593961794899194 -0.001619042839871785 -0.0017230598172274293 0.00048020968851820306
leaf_weight=6.0190295120701185 7.0432853475213033 0.51149921864271064 1.8069724896922768 5.9408186110667867 2.8087225137278464 0.32144962623714413 2.8971903845667835 3.1304691564291707 1.8278767894953487 12.446166506502776 1.746696381829685 1.3761385148391223 1.8848272040486325 5.1001248201355258 1.5657480610534542 0.5465901158750065 1.3967733476310957 5.2788768755272022 1.9311314476654065 1.6541802389547218 1.640668861567973 3.8836280945688477 1.1108280764892695 2.3115467252209783 0.56105480343103398 1.0096964482218025 8.8920798879116756 1.6728191012516616 8.5681721232831531 10.488542628474535
leaf_count=364 293 4 85 353 92 4 102 96 29 1140 49 23 17 86 30 13 32 101 36 48 16 91 70 51 5 14 69 46 391 160
internal_value=0 -0.000818864 0.000285977 -0.000582149 -0.000423583 -0.000213448 -0.000858237 4.38697e-06 0.00127669 -0.00160099 0.000152948 0.000359257 0.000568888 0.000371711 -0.00172839 -0.00137401 -0.000160544 -0.000268926 -4.10443e-06 0.000189137 0.00040284 0.000599168 -0.000328997 -0.00130158 -0.00177659 0.000387489 0.00055932 -9.72208e-05 -0.0015775 0.000218389
internal_weight=0 67.2912 40.0824 51.657 45.6379 36.8245 13.3431 31.2112 8.87116 15.6342 23.4814 20.6727 18.926 17.0412 15.1227 9.43621 28.0808 26.684 21.4051 19.5982 17.944 16.3033 2.67658 8.81342 6.50187 3.90689 15.665 6.77294 8.88962 12.4197
internal_count=3910 2923 987 1679 1315 906 524 665 322 1244 382 290 241 224 1240 408 569 537 436 351 303 287 100 409 358 116 201 132 395 196
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=4 12 151 42 158 1 42 0 52 0 14 132 38 124 3 52 160 52 52 1 12 13 43 1373 39 49 4 3 1375 150
split_gain=2.36062 1.97431 1.34923 1.24383 1.38114 1.63508 1.58029 1.32089 1.70838 1.47763 1.23841 1.19555 1.08888 1.48122 1.41988 1.24032 0.983773 1.0424 1.27762 1.47002 0.903885 1.20032 1.13014 0.849302 1.04665 0.880599 0.800759 0.821776 0.800015 1.2379
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.070894999999999986 -0.42035499999999998 -0.014809999999999999 0.088250000000000009 0.080815000000000012 1.0000000180025095e-35 -0.086804999999999979 0.30601500000000009 -0.092854999999999979 -0.076029999999999986 -0.10201499999999998 -0.07984999999999999 0.10113500000000002 0.084100000000000022 -0.26418499999999995 -0.082204999999999986 0.084345000000000017 -1.0000000180025095e-35 -0.091004999999999989 0.25367000000000006 -0.22254999999999997 -0.43271999999999994 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 6 7 16 -9 -10 11 12 13 -1 15 -15 -5 -18 -19 20 22 -22 -20 24 -17 -26 27 -3 -27 -30
right_child=2 3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 23 17 18 19 -21 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0029037581958732315 -0.0031858273337840018 0.0043315365452766177 0.001330769901902296 -0.0030505050338696417 -0.0036384655965609599 0.0028605084648980119 -0.0035654888945899619 -0.0034947940545311585 0.0036030165839109007 -2.6462994945669454e-05 -0.0038039315057216412 0.0024800994926860182 -0.0026711919163959802 -0.0024991321155261822 0.0035713287926102018 -0.0037268317231147164 -0.0035529591251652805 0.0029089345262810168 0.0066433206746303328 0.0033830814553513261 0.0022955687745718398 -0.0035395256835258826 -0.0013711539088632134 -0.002871071214906169 -0.003293423483265806 -0.001988337348724886 0.0013916018222223045 -0.003528646100811991 0.00043096832880864226 0.0039404830303253228
leaf_weight=1.9653233904391658 0.84778548590838809 0.16306415200233448 10.420639862772076 3.0549444213975336 2.1724360666703424 1.3849957706406701 2.5042858126107594 1.0529894507490096 2.071204942651093 3.7136308210901943 1.0235820449888695 2.2114476459100834 1.8932386692613352 2.9335981048643722 1.1089821192435909 0.79084879299627076 1.2883116786833948 1.2842111126519835 0.30500817485153675 0.78303271299228061 0.49415917694569556 2.7071982230991036 0.65956395678219948 1.1985364891588677 0.75290599139408598 1.3579876571893823 0.47963383141905058 4.763796619372445 11.68826059298585 1.3265751227736462
leaf_count=72 20 1 452 401 208 37 321 135 34 49 27 63 54 116 61 25 166 31 8 14 3 387 43 24 18 15 11 853 240 21
internal_value=0 -0.000733274 0.000990962 -0.00136625 -0.00102338 -0.000756705 -0.00100822 -0.000640468 0.000538816 0.00127304 -8.61525e-05 5.36115e-05 -0.000160891 4.46443e-05 -0.000220937 -0.000430704 -0.00140289 -0.000733696 -0.000150993 -0.000945017 -0.00175853 -0.00263882 0.00116311 -7.61668e-05 0.000134293 0.000336172 -0.00285508 -0.0032685 0.000526304 0.000788686
internal_weight=0 57.1338 11.2684 28.8825 23.476 21.3035 19.9185 17.4143 6.83783 5.78484 28.2513 27.2277 25.0163 23.123 21.1577 20.0487 10.5764 7.52149 6.23317 4.94896 4.16593 3.20136 0.964572 17.1151 15.9166 15.1257 5.40649 4.92686 14.3728 13.0148
internal_count=3910 3438 472 2702 1837 1629 1592 1271 218 83 736 709 646 592 520 459 1053 652 486 455 441 390 51 343 319 294 865 854 276 261
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=1 4 2 15 4 47 123 156 42 43 159 50 42 42 48 42 52 52 52 2 16 15 48 4 48 8 4 52 15 394
split_gain=2.19774 1.61609 1.40533 1.42711 1.41127 1.32481 1.33468 1.03272 0.930907 1.17594 0.918579 0.995969 0.91604 0.885314 1.20734 1.09847 1.89514 1.09825 0.810623 1.27098 0.901776 0.837541 0.817973 0.894726 0.79647 0.791794 0.781789 1.09854 0.769235 0.743919
threshold=0.085835000000000009 -0.15333499999999997 0.14808000000000002 0.085595000000000018 0.22584000000000001 0.081320000000000017 0.085195000000000007 0.11896500000000002 -1.0000000180025095e-35 -0.17307499999999998 0.073745000000000019 0.09481500000000001 0.086825000000000013 0.084100000000000022 0.086870000000000017 0.083725000000000008 0.048490000000000012 -0.08799499999999999 -0.0066199999999999991 0.083585000000000007 -0.38486499999999996 -0.031229999999999997 0.085875000000000021 0.0057500000000000008 0.09227500000000001 1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 -0.089964999999999976 -0.067014999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 6 7 10 -3 -10 11 18 26 15 -15 -11 -17 -16 21 25 24 22 -2 28 -21 -20 27 -1 -24 -7
right_child=2 8 -4 4 -6 29 -8 -9 9 13 -12 -13 -14 14 17 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035652807774307171 0.002236595339483647 -0.0030782285760682449 0.0026974460900389143 -0.0028789418579442372 0.002159134770464565 -0.0036745993410093195 0.0030052214675878952 -0.003104404318099112 0.0017607143884994965 -0.0012850966042015346 0.0023143915821914073 -0.0027747798478692958 -0.0020646597347901913 -0.0033574581414141497 0.0026121690467967081 -0.003320373816676281 0.0065746482237373583 -0.0033262358480034898 -0.0013963549116342291 0.0021187018977044145 0.0038546814364314218 -0.0026020517484375474 -0.0031726351315003783 0.0013687174506941367 -0.0024268120054463599 0.0019411980346553761 0.0013690772194756538 0.0016361849090310962 0.00087054640806444653 -0.00049652053259784015
leaf_weight=0.96542382612824329 1.553171756211668 4.0272399575915232 2.1069207363761953 3.1989376749843355 0.73959339037537564 0.85865073977038164 2.3090402563102534 0.88658558228053053 1.246967121958735 6.2375324585009295 2.6583477980457237 1.1111945873126376 1.693814414553344 4.4744576127268374 0.81241777469404042 0.34658744209446002 0.52722875284962356 0.57433071383275069 2.3184949415735958 1.4572108020074681 2.1959334705024944 1.4348927121609483 1.5786081706173716 1.5243869060650466 0.58313411101698864 1.1483260053209958 4.6009584073908654 0.80402074567973614 0.74989114562049586 10.86388211743906
leaf_count=42 35 757 140 402 8 18 147 60 28 215 146 41 51 849 39 54 7 85 65 71 32 70 38 12 11 32 62 11 30 352
internal_value=0 -0.00114162 8.59764e-05 -6.20494e-05 -0.00193287 0.000159675 0.000644171 0.000360228 -0.00168317 -0.00128807 0.000527955 0.000224609 8.37572e-05 -0.00158113 -0.00252695 -0.000801576 0.00264992 0.000152741 0.000453768 0.00118505 0.00239287 -0.000369675 0.00022285 -0.000588929 0.000819586 -0.000290847 0.000654996 -0.00120178 -0.00187053 -0.000729308
internal_weight=0 26.311 39.2772 37.1703 3.93853 33.2318 21.5092 19.2002 18.2468 14.2195 18.3136 15.6552 8.06422 12.9726 5.86121 7.11135 0.873816 1.38675 14.5441 7.7031 4.23628 6.84095 5.40606 3.85289 2.04034 3.46682 6.3704 1.76944 2.3285 11.7225
internal_count=3910 2200 1710 1570 410 1160 790 643 2034 1277 583 437 166 1249 973 276 61 124 396 211 114 185 115 80 82 97 115 53 68 370
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=484 1213 160 403 52 133 475 1 146 11 48 147 14 403 106 454 1455 43 157 474 0 43 3 123 0 122 43 0 0 9
split_gain=2.03416 2.22322 1.98581 1.97898 1.70579 1.62741 1.46817 1.18985 1.62707 1.27204 1.23812 1.18577 1.0976 1.08971 1.03474 1.02303 1.01262 1.20588 1.05633 1.03484 1.01212 1.07743 1.40083 0.958171 0.923023 0.994752 0.858483 1.21567 1.34096 0.819287
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.40446999999999994 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 -0.086004999999999984 0.11561500000000001 0.11615000000000002 0.095930000000000015 0.12675000000000003 0.10058000000000002 0.08840000000000002 0.090530000000000013 0.092305000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 -0.082754999999999981 0.084655000000000022 -0.230625 0.0033500000000000005 -0.15327499999999997 0.08456000000000001 -0.22851499999999997 0.10299000000000001 -0.084184999999999996 -0.074514999999999984 -0.13027499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 -3 -4 -5 -6 -2 9 24 10 12 23 13 14 15 -7 -17 18 -18 20 -19 22 -22 -1 -9 -26 27 28 -20 -24
right_child=1 2 3 4 5 7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 19 26 -21 21 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032699492026257893 0.004156390650174196 -0.003171676404661798 -0.0032090985207168564 -0.0030150230107086873 -0.0033896321447673232 -0.0028944191135934264 -0.0035790912935522307 -0.002500364570400281 -0.0048133097895156378 -0.0037346003975130227 -0.0041204843320359749 0.0042976063097335442 -0.004027871704391367 -0.0036396321645537238 -0.0039940448439633319 -0.0038049371753750933 -0.0029807500810460508 0.0022212465030370652 0.0039403840524199884 0.0029124547342874443 0.0034648610026490612 0.0011932518618413335 0.0026251205741774459 0.0033560431474634429 0.0026710507634838216 -0.0030888170962441292 0.0040604075156610471 0.0029458959449196629 -0.0018982484216264238 -0.0017789614825108376
leaf_weight=5.3480831950437269 0.37409831583499897 2.6197036830708376 2.3154301191680124 2.0422806818969539 1.4717690576799203 0.99714375752956286 3.6930292935576281 0.57093556271865864 0.49902564845979291 1.0673719597980369 0.82164789270609517 0.33608430624008168 0.7237359129358073 0.81594450841657717 0.63275682553648849 0.61066133878194762 0.54138262686319549 2.7931997319683459 0.7526940228417508 2.1561906195711336 0.88968772673979479 4.8342060546856365 0.63262769859285573 0.3202412943355738 8.2958439057692832 0.43698196113109666 2.8788900349754831 3.9597463812679052 1.96978938463144 7.7346880217082621
leaf_count=593 4 272 398 295 171 36 561 11 7 24 22 3 25 82 6 65 85 55 30 69 20 105 8 16 390 8 98 89 119 243
internal_value=0 -0.000216323 -1.31169e-05 0.000150914 0.00031256 0.000460017 -0.00286757 0.00058701 0.00173209 0.000264566 0.000391062 -0.00249298 0.000503654 0.000605507 0.000715877 0.000812792 0.000937032 0.0010364 0.00207548 0.000485083 0.0001751 -0.000230493 -0.000974002 -0.0028956 0.00208317 0.00238283 0.00236178 0.00162996 -0.000284022 -0.00144598
internal_weight=0 57.1315 53.0643 50.4446 48.1292 46.0869 4.06713 44.6152 9.80279 34.8124 33.745 6.00441 32.9233 32.1996 31.3837 30.7509 29.7538 29.1431 10.1025 19.0406 16.8844 14.0912 9.257 5.66832 9.30376 8.73283 9.56112 6.68223 2.72248 8.36732
internal_count=3910 3298 2733 2461 2063 1768 565 1597 416 1181 1157 612 1135 1110 1028 1022 986 921 421 500 431 376 271 609 409 398 336 238 149 251
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=1456 1213 403 1456 133 52 475 160 1 146 456 11 43 38 157 16 13 0 1429 150 4 1 12 3 1374 4 0 375 484 38
split_gain=1.9126 1.90076 1.78757 1.58443 1.34112 1.54978 1.30585 1.27126 1.18717 1.43048 1.18316 1.23708 1.15937 1.19644 0.925364 0.893991 0.910169 0.916153 1.03033 0.99488 0.906038 1.00825 0.980827 0.940125 0.890436 0.870786 0.823171 0.77329 0.714292 0.723083
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 -0.086004999999999984 -0.40446999999999994 0.11561500000000001 0.11615000000000002 0.087055000000000007 0.088315000000000018 -0.07526999999999999 0.084445000000000006 -0.082754999999999981 0.22945500000000005 -0.11267999999999999 -0.26606499999999994 0.084545000000000009 0.081245000000000026 -0.077889999999999987 0.095575000000000007 -1.0000000180025095e-35 0.11818000000000002 -0.094679999999999986 -0.59419999999999995 -0.22851499999999997 -0.40343999999999997 0.11563500000000002 0.11576000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2 25 10 26 11 12 14 15 -9 16 -14 -18 19 20 22 -22 -19 -23 -21 -7 -10 -28 29 -29
right_child=1 2 3 -5 5 7 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 24 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0025906713855692021 0.003509956344001355 -0.0027178955297835097 -0.0025525277690883405 -0.0025519466055683774 -0.0027400365338577908 0.0041522755552582703 -0.0030051035871734256 -0.0025802994632372692 -0.0019935460222503519 -0.0038618395815689403 -0.0026224144430726077 -0.0022039837965996309 0.0018568947967068897 -0.003513983622926787 0.0015737831114733258 -0.0022099128172231907 0.0037311282116950211 0.0038451632611130968 0.0026953692492484487 -0.001438313020246403 -0.0035390372815033246 0.00096910607192136119 -0.00064767314640780957 -0.0032454429364238285 0.0016656722998428007 -0.0032879525469232413 -0.0022712690770345881 0.0026750108805415184 -0.0018213994524273298 -0.0015378372829555332
leaf_weight=3.6161864313762626 0.34209249913692508 2.4260043737012884 1.7301277280785132 2.2178595054429016 1.6375248311087478 0.17967098951339711 3.3716018937993786 0.57217615214176376 0.55139195406809349 0.47907549142837602 1.4098297706805158 1.8066586973145593 3.5354931878391609 0.90722690802067418 10.049053606577212 1.4146819640882302 0.65261177811771354 0.60559445247054133 1.1932384471874691 1.3066273508593438 2.2133747241460036 1.4899271214380863 2.5818201575893855 0.83308087289333332 3.2628297605551779 1.3672288602683682 0.40569239109754285 7.3585362443700415 0.41850214125588525 0.43564598448574532
leaf_count=369 4 448 206 284 257 1 551 81 11 7 76 40 68 13 407 48 24 6 27 17 146 43 125 12 65 168 4 378 13 11
internal_value=0 -0.00020748 -5.36238e-05 7.40749e-05 0.000194414 0.000296253 -0.00240496 0.000406669 0.000507361 0.00149046 0.000227002 0.000350896 0.000501652 5.10487e-05 0.00135 0.000220479 0.000415008 5.44633e-05 -0.000123451 -0.000397058 -0.00109229 -0.00200447 0.000205946 -0.000542322 0.000778094 -0.00242378 0.00177009 0.00201088 0.00222241 0.00243954
internal_weight=0 56.7552 53.0415 50.6155 48.3976 46.6675 3.71369 45.03 43.4831 9.64884 33.8342 32.4244 30.6177 19.9965 10.6212 19.0893 17.6746 14.1391 13.4865 12.2933 7.7238 4.53638 3.18741 2.32301 4.56946 1.5469 9.16977 8.61838 8.21268 7.79418
internal_count=3910 3541 2986 2538 2254 2048 555 1791 1622 424 1198 1122 1082 594 488 581 533 465 441 414 332 201 131 55 82 169 417 406 402 389
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=1 0 15 1429 47 159 1 482 457 41 1373 475 38 133 52 52 4 3 132 16 4 160 48 160 39 16 484 150 49 43
split_gain=1.66776 1.3547 1.25443 1.23377 1.30404 1.18589 1.11587 0.916742 0.895475 0.829884 0.898529 0.936385 0.938995 0.806502 1.1159 1.19065 1.24586 0.793644 0.756016 1.08738 0.909218 0.710891 0.777224 1.13349 1.41789 0.703731 0.673463 0.767053 1.06292 0.721482
threshold=0.076710000000000014 -0.070894999999999986 0.083185000000000023 -1.0000000180025095e-35 0.086425000000000016 0.073745000000000019 0.10662500000000001 0.090355000000000005 0.53894500000000012 0.082980000000000012 0.092985000000000012 -0.083904999999999993 0.081245000000000026 0.10681500000000001 0.11401500000000002 0.10062000000000001 -0.49837999999999999 0.11476000000000001 0.082150000000000015 -0.23935499999999996 -0.44477499999999992 -0.11175999999999998 0.085875000000000021 0.088485000000000008 0.085220000000000004 0.23932500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10447000000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 5 7 -4 8 9 10 11 -5 21 14 15 16 -3 -1 19 -18 -21 -13 -23 24 -24 -7 -6 -28 29 -29
right_child=2 13 6 4 26 25 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.002372312510908569 -0.0030176290750349557 -0.0037157891628231896 -0.0034404456273504666 -0.0024735408309505703 -0.0030373119364626318 0.0029574283910678797 5.7144961163904076e-05 -0.0034393422009009159 -0.0034160487322796133 -0.0018476811373804383 -0.0031640862080664633 -0.001374865306228991 -0.0025270769268109419 -0.0027188921842516848 -0.0036467952087377853 0.003272564380081618 0.0027827324185276895 0.00046717583512710127 0.0033474829865086965 0.0039556323807986753 -0.0016907428913787435 0.0022736174800496545 -0.0029743922130143403 0.0022925942739389269 0.0024558509507512966 -0.002330473359794037 -0.0030528211802663078 0.00068483827760092977 0.0023796887784889422 -0.0015914880985757117
leaf_weight=8.7191331072244811 1.2399895971175272 0.92072269646450688 2.0574055954348287 0.77520612906665576 1.1366323921829451 3.5555490613915022 2.0535513462964445 0.64470950118265946 0.59506775997578998 1.2657012392301101 0.57061239331960756 0.91112306993455305 0.68571576150134284 1.2903178606647987 0.79679782455787052 1.4430320889223365 1.1242991853505353 1.2706860415637482 0.88443162152543653 0.36220797151326989 2.8463709668722039 8.7928823495749331 1.5264489306136959 2.21856421045959 0.83984724199399341 0.30813660705462087 1.0115723256021727 2.8077535864431393 1.7308019457850603 3.5552084494847804
leaf_count=1629 117 27 410 50 86 239 72 33 14 55 15 37 20 105 38 31 14 13 20 3 128 348 36 48 38 20 30 79 55 100
internal_value=0 -0.00114427 5.85212e-05 0.00026927 0.000393034 0.000841802 -0.00169329 0.000494157 0.00063364 0.00077067 0.000973732 0.00112364 0.00130986 -0.000248575 0.000131892 0.000529045 -0.000115947 -0.00201113 0.000519333 -5.79513e-05 -0.00105334 0.001494 0.00168939 0.000568949 -0.00104709 0.00253571 -0.000601144 -0.000297034 4.7389e-05 -0.000587025
internal_weight=0 19.658 38.2825 34.1715 32.9315 22.6896 4.11096 18.8259 18.1812 17.5861 16.3204 15.7498 14.9746 9.66818 8.37786 7.58106 6.13803 9.98982 5.21731 4.33288 3.20858 14.2889 13.3777 4.58486 2.3663 3.86369 10.242 9.10534 8.09376 6.36296
internal_count=3910 2008 1902 1420 1303 953 482 694 661 647 592 577 527 366 261 223 192 1642 165 145 131 507 470 122 74 259 350 264 234 179
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=1 39 3 3 3 51 4 47 50 43 14 46 48 122 12 474 1374 52 11 1 2 160 49 2 43 1 43 3 1 16
split_gain=5.57608 2.2899 2.12374 2.05152 2.65637 1.97762 1.5927 2.70281 1.7536 1.47813 1.39842 1.39241 1.2885 1.22527 1.20108 1.11048 1.03774 1.11241 0.957825 1.05247 1.20805 0.919834 0.877653 0.892884 0.835054 0.938489 0.824518 0.80464 0.798798 1.09195
threshold=0.094485000000000013 0.085220000000000004 0.31335500000000011 -0.115685 -0.032959999999999996 -0.40274499999999996 -0.034289999999999994 0.092645000000000019 0.10976000000000001 -0.074254999999999988 0.077685000000000018 0.092020000000000005 0.12862000000000004 0.089350000000000013 0.11878500000000002 0.084655000000000022 0.09309000000000002 -0.072349999999999984 0.080455000000000013 0.076710000000000014 0.106285 0.085065000000000016 0.14121000000000003 -1.0000000180025095e-35 -0.073684999999999987 0.090905000000000014 -0.089949999999999988 -0.5217799999999998 0.085990000000000011 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 -5 -3 22 8 12 -9 18 13 14 27 16 24 17 21 19 20 26 -8 23 -2 -6 28 -1 -7 -26 -30
right_child=1 5 -4 4 15 11 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0022493388224733382 0.00086394809541819756 -0.0025125192133522542 0.00207169477683814 -0.0016993467435317106 0.00045555479778819878 -0.00094063075371161376 -0.00079766620213524001 0.00024245548475216748 -0.002075524807264648 -0.0018311123785059945 -0.0023470047988513282 -0.0016589066155393297 -0.0016008154135530768 -0.00069484918416638103 -0.00083165669639697975 0.00089699555403561517 -0.00098614080986455686 0.0020096244607214187 -0.0017278580321366374 0.0018717799579474391 0.0016420059810837071 0.001958023193623485 0.0011613382123410714 -0.0019890381097051411 -0.00116912435583913 -0.0026411560138812056 5.0354332713979102e-05 0.0022448394207455623 0.0013608255303958834 -0.0012265212321497111
leaf_weight=1.1893461816944166 0.65190662443637837 0.69223631545901199 2.2107495833188286 21.145618561189622 2.5323856668546805 0.43758341670036038 1.6092065209522854 2.8335722079500556 1.1584605881944288 4.8163677072152487 1.1604695701971639 0.6764702573418625 1.0291897114366282 0.94963419623672951 1.5342409899458278 2.5369248501956454 0.92228836938738901 7.1286090221256044 1.0497733531519768 2.3275355934165418 1.6810031831264494 1.0315363835543392 0.66090787481516589 4.490777732338759 7.2443389971740526 1.5450494140386588 2.5303516536951065 6.90495182853192 1.8367155659943821 1.5700553543865678
leaf_count=41 12 10 120 2157 40 6 38 56 33 108 72 9 11 11 19 53 19 167 31 45 14 19 13 249 166 27 26 287 18 33
internal_value=0 0.000232476 -7.74428e-05 -0.000919335 -0.00115802 0.00119736 -0.000247938 3.13763e-05 0.000612242 -0.00106305 3.17316e-06 0.00148371 0.000847146 0.00174008 0.00105322 -0.000495049 0.0013237 0.00154176 0.000313871 0.000591212 3.93262e-05 0.000278771 -0.00130981 -0.00162738 -0.000734822 -0.00098199 -0.000684956 0.002055 -0.000741311 0.000168413
internal_weight=0 39.7387 30.0778 48.3496 38.4111 9.66088 27.8671 22.0635 14.4135 7.64994 9.93848 8.96864 13.2551 8.29217 12.2259 17.2655 10.6916 9.76935 8.77801 7.72824 5.4007 2.64074 5.80359 5.14268 14.7285 12.1962 3.7197 7.34254 10.6511 3.40677
internal_count=3910 1187 864 2723 2494 323 744 470 306 164 229 313 273 304 262 337 243 224 157 126 81 57 274 261 284 244 67 293 217 51
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=1456 1213 403 1456 133 52 475 160 1373 14 1 11 456 474 47 403 106 4 9 12 15 1375 1 159 52 43 4 151 2 2
split_gain=1.65975 1.70723 1.53413 1.32229 1.17257 1.36809 1.09835 1.08035 1.01865 1.05448 1.0107 0.986899 0.952111 0.97174 0.962069 1.06284 0.89806 1.08337 0.862541 0.88472 0.939789 0.94539 0.959939 0.826566 0.886719 1.24508 0.81811 0.766361 0.765496 0.99935
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 1.0000000180025095e-35 -0.40071499999999999 -0.51745999999999992 -0.086004999999999984 -0.40446999999999994 0.099250000000000019 0.07802000000000002 0.11561500000000001 0.095930000000000015 0.087055000000000007 -1.0000000180025095e-35 0.10887000000000001 0.090530000000000013 0.092305000000000012 0.27020000000000005 0.084755000000000011 0.098845000000000016 -0.095799999999999982 -1.0000000180025095e-35 0.085990000000000011 0.10392000000000001 0.084890000000000007 -0.18906999999999999 -0.59419999999999995 -0.090064999999999992 0.10113500000000002 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2 26 9 10 11 12 13 -9 15 16 17 18 19 20 21 -15 -23 24 27 -26 -7 -22 29 -27
right_child=1 2 3 -5 5 7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.002681340041029922 0.0037075668491864415 -0.0028268752435022739 -0.0029439215675516627 -0.0025935591592214768 -0.00344334780286654 0.0043882095865081187 -0.0031658357633107645 -0.0045743448698347868 -0.00349671869885692 -0.00214421432647535 0.001707675011872696 -0.0032047788672441685 -0.0024852088179973999 -0.0039096627766777607 -0.0023780220364469822 -0.0032832021259992933 -0.0032540577852911865 0.0029630735440784625 -0.0025242924550362409 -0.0012950632847204449 -0.0016544521794015557 -0.0036307593490321356 0.0014335677946120608 -0.0021571737157327444 0.0040194031741220279 -0.0017947421848250754 -0.0035141367115209612 0.0022854029492307719 -0.0030357407083609544 0.0025985328504074421
leaf_weight=3.3224895143648601 0.29622066020965609 2.1955753937363616 1.3324378859251726 2.0467123743146649 1.1053632658440609 0.17351529002189625 3.0467555508948854 0.41323068342172575 0.7297385788988312 1.6035329352598626 8.6074635155964625 0.86319572990760107 1.1988234932068724 0.74290752736851606 1.1402382252272207 0.71512965834699471 0.58367650955915351 2.9546915167011312 0.88657769467681546 1.9407993720378716 0.60411829082298396 0.542525453027355 2.1855205516330898 0.70841596974059839 0.8325864360667764 1.1814128526020793 1.2345288770738978 11.24529894371515 1.0590200528968123 1.2244060076773164
leaf_count=369 4 448 179 284 205 1 551 28 28 50 423 20 82 18 52 84 5 107 54 62 58 44 49 47 7 72 171 367 21 20
internal_value=0 -0.000199011 -4.15339e-05 8.62545e-05 0.000205986 0.000300351 -0.00255678 0.000395763 0.000494281 0.000564913 0.000674531 0.000387877 0.000490703 0.000613891 0.000688992 0.000816591 0.000926433 0.00101989 0.000771917 0.000903158 0.00111305 -0.00050165 0.000426427 0.00144556 0.00160362 0.000277589 -0.00254032 0.00208454 -0.000621553 0.00044115
internal_weight=0 53.3944 50.0514 47.8559 45.8092 44.4767 3.34298 43.3714 41.9633 41.2336 39.63 31.0226 30.1594 28.9606 28.5473 27.4071 26.692 26.1083 23.1536 22.267 20.3262 3.47095 2.72805 16.8553 16.1468 4.29743 1.40804 11.8494 3.46484 2.40582
internal_count=3910 3541 2986 2538 2254 2075 555 1870 1698 1670 1620 1197 1177 1095 1067 1015 931 926 819 765 703 111 93 592 545 120 172 425 113 92
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=4 403 484 11 150 160 403 133 151 156 475 151 1374 1374 0 0 51 159 148 48 9 16 0 151 133 12 1 3 52 1
split_gain=1.52688 1.32445 1.35416 1.46246 1.2703 1.22303 1.39246 1.00174 0.974681 0.865048 0.848644 0.909001 0.779772 0.829774 1.28276 1.17896 1.35703 0.787009 0.767228 0.766578 0.764167 0.693782 1.05683 0.690868 0.93595 0.811966 0.739866 0.669228 0.789687 0.631688
threshold=0.27020000000000005 -1.0000000180025095e-35 -0.0043499999999999988 0.080455000000000013 0.097030000000000019 -0.092169999999999988 0.090530000000000013 -0.031394999999999992 -0.27336999999999995 0.10691500000000002 -0.086424999999999988 -0.08514999999999999 0.09309000000000002 -0.095439999999999983 -0.23029999999999998 -0.18087499999999998 0.043405000000000006 0.10856 0.087215000000000015 0.095825000000000007 0.084755000000000011 -0.008734999999999998 0.16242500000000001 -0.082164999999999988 -0.086869999999999989 0.11655500000000001 0.10786000000000001 -0.12817999999999996 -0.42985499999999993 0.079355000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 -3 7 9 -4 -2 12 -1 -12 13 19 -15 -16 17 20 -9 -7 21 22 23 -17 -25 26 -26 -23 -29 -30
right_child=8 2 3 -5 -6 6 -8 18 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 27 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0028254846354471017 -0.0025197292660948485 -0.0025098562405519763 0.0016580702359169966 -0.0026965345537862482 0.0015832442400841584 -0.0029047384480287183 -0.0023341887403844231 -0.0026182075645413009 0.0010225044189986813 -0.0026598988626116327 0.0016706949838987141 -0.0026260415734602732 -0.0027454869753218299 0.0031297457222884957 -0.0019899624898907535 -0.0015679546810818288 0.0022496529657658965 -0.0024054934596153491 0.0020018807947781363 0.00086206199877161198 -0.0022650668234057399 0.0026013961687164681 -0.0041176531820934642 -0.0022053026986983437 0.00086134513897809348 -0.0016105180045024397 0.003588766390018957 -0.0028152693762103411 0.00021927378715012817 0.0018801317805327456
leaf_weight=0.27933524781838048 0.65368570620193978 3.5028716363012782 0.6457805898971859 1.6735827920492727 0.71349133853800584 1.061890752054764 1.6521640905411903 2.8527147764107208 8.5521326363086683 0.75011156569234927 0.42698969249613572 3.9058091599727041 0.60998231265693803 1.4514117632061303 1.4852145821787512 1.4326702188700426 3.2684635526966295 0.80302304134238411 0.31169639038853336 0.70129946991801251 0.79439709568396111 1.7847135793417859 0.46820162981748659 0.83773874642792989 4.2922936629038499 0.83677827916108061 0.94954655459150661 0.46867739153096444 4.1923566691111223 3.1244581730570644
leaf_count=6 20 497 40 148 22 51 257 315 452 86 20 868 28 15 27 74 163 47 7 12 51 27 3 125 155 14 13 114 127 126
internal_value=0 -0.000478125 -0.000317079 -0.000143546 -0.00181722 -2.06828e-05 0.000163247 -0.00151548 0.000770978 0.000304009 -0.00189808 -0.00220261 0.000381846 0.000450089 0.000575081 0.000425199 0.000579458 0.000306302 -0.00216313 -0.00140651 0.000419828 0.000535825 -3.00005e-05 0.000199229 0.000565288 0.000947123 0.00135541 0.00105713 0.00070313 0.000928501
internal_weight=0 45.2777 40.6655 36.4492 4.21636 34.7756 30.9654 3.81019 9.20582 29.3132 4.61213 4.3328 28.5631 27.9531 26.1899 24.7385 23.2533 19.9849 3.16441 1.76319 19.1818 18.3874 8.81723 8.34903 6.91636 6.07862 5.24184 9.57021 7.78549 7.31681
internal_count=3910 3438 2544 2025 519 1877 1515 362 472 1258 894 888 1172 1144 1081 1066 1039 876 322 63 829 778 384 381 307 182 168 394 367 253
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=123 1 14 130 3 0 51 375 47 3 3 4 14 484 43 133 1 48 159 15 49 4 12 4 52 41 132 13 52 12
split_gain=1.40998 1.34634 1.35026 1.2525 1.17196 1.28864 1.13926 1.03971 0.98724 0.887533 1.37351 0.981518 0.843222 0.821861 0.812152 0.740789 0.732207 1.03605 1.01833 0.711511 0.743098 0.798118 0.685828 0.889573 1.11249 0.889774 0.824175 0.656337 0.734384 0.607452
threshold=1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 0.079100000000000018 -0.100615 -0.10131499999999999 -0.40274499999999996 -1.0000000180025095e-35 0.092645000000000019 -0.084129999999999996 -0.084014999999999992 0.08734500000000002 -0.13131999999999996 -0.067754999999999996 0.083940000000000015 -0.0023199999999999996 1.0000000180025095e-35 0.084500000000000006 0.091215000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.0033150000000000007 0.11655500000000001 -0.48072499999999996 0.11110500000000002 0.078385000000000024 0.079995000000000011 -0.070604999999999987 -0.082554999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -3 -2 12 -7 -11 19 -6 -1 22 -9 18 -18 -14 20 21 27 23 24 -15 -25 -27 28 -12 -29
right_child=7 6 -4 -5 5 9 -8 15 -10 10 11 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.003080458493150127 -0.0033183963409478471 -0.0031706250883196492 -0.0034575895228285249 -0.0030025053907553521 -0.0019400612024893609 -0.0029684215825247851 0.0021641238020752829 -0.0017520540169786692 -0.001908519300396641 0.0056434210629633837 0.0025453165473047438 0.0012405124544664131 -0.0021353229925564748 -0.0032660850346602219 -0.00083055992901227089 0.0017315072488853877 0.0021030446256917056 -1.5463090394476641e-05 0.0028305963404636277 -0.0029392002439935076 -0.0029132218463043566 -0.0025910590972367661 -0.0017102264040507078 0.0026167997675552784 0.0026593572412614108 -0.0017357310836167497 0.0024381226050042815 0.00036523860232347169 -0.00037307160190955762 -0.0030095007928211685
leaf_weight=0.56403851020149787 0.45736823556944717 0.41615570802241597 1.4338033455424 1.71965620771516 1.3554503181949229 2.4723307323874844 2.6936142151243976 0.61225900566205371 2.1855158538091919 0.2742394492961403 1.2646984057500863 1.3689160072244693 1.6306622086558467 0.73341219464782514 2.5557115478441119 5.3785083743277928 3.9026283300481719 4.447633019182831 0.48167689633555699 2.2919751368463031 1.5580850131809709 1.4363750417251138 0.70335500920191396 4.2086853992659554 0.4669745396822691 0.98794463789090492 0.74894993705675006 0.89218780770897854 2.0111096150940284 1.0403013279428996
leaf_count=41 8 12 112 420 37 614 155 38 70 11 46 69 83 75 46 288 106 94 15 646 306 127 13 159 6 27 22 25 129 110
internal_value=0 -0.000456099 -0.000594814 -0.000495434 -0.000386516 -0.000706209 0.00145022 0.00104255 -5.57491e-05 -0.00132966 -0.000995866 -0.00114934 0.000286884 0.000447432 0.000638673 0.00137549 0.000575389 0.000974655 -0.00100294 -0.00146107 -0.00104805 -0.000610698 0.00111705 0.00139533 -0.000960969 0.00187106 6.4037e-05 -6.45425e-05 0.000753637 -0.00145146
internal_weight=0 45.8461 42.7363 41.3025 39.5829 28.6138 3.10977 6.44814 14.0036 14.6102 12.1379 11.8636 11.8181 10.9691 10.405 5.99077 10.4626 8.35026 2.11234 10.4947 8.20276 6.64467 7.84932 7.14597 1.20039 5.94558 1.73689 5.2083 3.27581 1.93249
internal_count=3910 3576 3409 3297 2877 2488 167 334 405 2083 1469 1458 335 389 348 326 298 200 98 1389 743 437 302 289 81 208 49 310 175 135
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=4 12 151 42 158 1 42 0 52 0 132 38 124 3 52 49 52 160 52 52 1 4 0 13 39 50 4 49 159 41
split_gain=3.63097 2.88767 1.99062 1.48683 1.6333 1.90752 1.65912 1.59195 1.91317 1.5605 1.38131 1.42302 1.55864 1.36334 1.60245 1.04795 1.32799 1.03503 1.45624 1.60187 1.50593 1.32184 1.1054 1.10444 0.852804 0.787184 0.763013 0.7212 0.875398 0.702469
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.070894999999999986 -0.42035499999999998 -0.014809999999999999 0.080815000000000012 1.0000000180025095e-35 -0.086804999999999979 0.31335500000000011 -0.087094999999999992 -0.085974999999999982 -0.081429999999999989 -1.0000000180025095e-35 -0.090304999999999983 -0.077699999999999977 0.10113500000000002 -0.084009999999999987 -0.12329499999999999 -0.26418499999999995 -1.0000000180025095e-35 0.14390500000000003 0.25367000000000006 0.094480000000000022 -1.0000000180025095e-35 0.12022000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 6 7 17 -9 -10 11 12 -1 14 -14 -16 -17 22 -19 -20 21 -21 -5 -23 -18 -4 29 -26 -29 -3
right_child=2 3 25 4 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 16 24 18 19 20 -22 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0018346868581703612 -0.0024751253486128659 -0.0026017292194952654 0.001324633277347171 0.0011187079223722149 -0.002705816380458467 0.0021463974742568803 -0.0026317150738133636 -0.0025609216266568764 0.0026552984788748958 -9.6771933147189221e-06 0.0016853423253921744 -0.0021488491185807307 -0.0017108730994198254 0.0026080763684049753 -0.0023489477693948574 0.0025442818434839448 -0.002743214724119578 -0.0026018668287444212 0.0031035983822061907 0.003157814704260692 0.0026087378826439747 0.0013927444583831739 -0.0025610803402804053 -0.0022454011713499175 -0.00022084367671197807 -0.0019442875397515538 0.00094680352712415278 -0.0006078783611090699 0.0023692659776525979 0.0030476202769606983
leaf_weight=2.5238827108405628 1.0284178042784322 5.7340221263002595 10.93297851644456 0.5964039834216236 2.7362166335806242 1.4538295185193408 2.8388616656884542 1.1919588681776074 2.1528446613810956 3.9624239462427857 2.6670411680825046 2.2182625331915906 4.5699197701178624 1.011876911856233 1.1586716249585318 1.3294215956702995 0.72822235850618966 1.7124113643076331 0.91419743699953571 0.40830497955903933 0.81201809830963601 0.640039503574377 3.9559754291549405 3.0739230650942515 11.493865167722051 0.48858022876083929 0.44812337681651104 1.0127993179485204 1.6461907499469806 0.1432274430990218
leaf_count=75 20 853 442 19 208 37 321 135 34 49 69 56 149 46 28 26 23 164 15 15 13 4 504 319 205 10 11 31 28 1
internal_value=0 -0.000606373 0.000882474 -0.00112501 -0.000862564 -0.000649875 -0.000832508 -0.000569503 0.000359314 0.000928512 -4.64902e-05 -0.000213278 -4.47349e-05 -0.000251412 -0.000383298 -3.40056e-05 0.000131459 -0.0011298 -0.0005583 4.00474e-05 -0.000527551 -0.00114535 -0.00207899 -0.00161843 -8.40942e-05 0.0011848 -0.00222241 5.27284e-05 0.00123528 -0.00246406
internal_weight=0 63.1349 12.45 32.7748 26.4494 23.7132 22.2594 19.4205 7.30723 6.11527 30.3602 27.6931 25.4749 22.951 21.9391 17.3692 16.2105 12.1133 7.56089 5.84848 4.93429 4.12227 4.55238 3.71396 14.8811 11.4216 6.32537 14.1529 2.65899 5.87725
internal_count=3910 3438 472 2702 1837 1629 1592 1271 218 83 736 667 611 536 490 341 313 1053 530 366 351 338 523 323 287 452 865 264 59 854
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=1456 1213 403 1456 133 52 160 1373 475 14 1 11 456 474 133 106 151 122 1375 457 42 376 49 3 2 4 0 0 4 1
split_gain=1.35835 1.40459 1.19142 0.999534 0.924239 1.08266 0.871067 0.856407 0.847358 0.817954 0.813189 0.804699 0.774353 0.823546 0.762348 0.764677 0.743687 0.729132 0.719709 0.757676 0.713714 1.19596 1.16738 0.767756 0.727544 0.839016 1.81813 1.41381 0.738181 0.962488
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 1.0000000180025095e-35 -0.40071499999999999 -0.51745999999999992 -0.40446999999999994 0.099250000000000019 -0.086004999999999984 0.07802000000000002 0.11561500000000001 0.088315000000000018 0.087055000000000007 -1.0000000180025095e-35 0.10681500000000001 0.092305000000000012 -0.035524999999999994 0.10641000000000002 -0.43271999999999994 0.084715000000000013 -0.09602999999999999 0.048375000000000008 -0.10837499999999999 -0.13927999999999999 0.097575000000000009 -0.34687499999999999 -0.070174999999999987 -0.13506999999999997 -0.084009999999999987 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 8 -3 4 -4 -6 -7 9 -2 10 11 12 13 -8 15 18 -1 -12 -15 20 23 22 -22 -20 25 -24 27 -27 -29 -30
right_child=1 2 3 -5 5 6 7 -9 -10 -11 17 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=0.00055579399060611987 0.0035376583961416416 -0.0026261557128124335 -0.0027310263621119486 -0.0023271197272257435 -0.0033406477697690987 -0.002460802065371697 -0.0043031896821748242 -0.0033153270307181306 -0.0030033081311996125 -0.0019312915689533804 0.0017476742471339353 -0.0020633597106821458 -0.0022662686801240028 -0.0017536351065160357 -0.0021589616001816874 -0.0030160656666926378 -0.003415781532336834 -0.0030845608505614256 0.0034654061341531459 0.0025434251841193866 -0.0020064031075290806 0.0036147320515001677 -0.002498506507802087 -0.0032871789874973504 0.0018193885685094766 0.0018800822779398614 0.0036281864572890133 0.0030834611074555692 -0.0027308450925674376 0.00089435246732147953
leaf_weight=0.67362184950616244 0.2375561669468883 1.8494007169501845 1.154711726354434 1.8030251938616846 0.88940981763879889 1.1707413647091005 0.37329655000940931 0.65535804652608831 2.5465299434727049 1.4561479836702336 7.6693831395823491 1.4519450864754606 1.0913862694287662 1.1057359082624518 1.0167676914716128 0.57253369316458602 2.2285091711673877 0.35859569255262602 0.23494941159151495 2.9703985964879385 1.6467287889681923 1.6294616274535645 1.0098110022954756 0.86420310835821001 6.1050956113031125 2.5119588775560358 1.8251646291464112 0.3923776515293963 2.7778407734585833 1.1304838075302539
leaf_count=41 4 448 179 284 205 172 28 28 551 50 416 35 82 16 54 5 328 7 7 105 55 75 30 74 180 36 39 28 317 31
internal_value=0 -0.000161056 -2.19556e-05 8.78342e-05 0.000191347 0.000273834 0.000354162 0.000438991 -0.00244519 0.00050341 0.000599911 0.000339328 0.00046731 0.000581324 0.000652015 0.00076737 -0.00249393 0.00153183 0.000856864 0.00098183 0.000751378 0.00090128 0.000647165 -0.00184378 0.000924559 0.000358304 0.000692281 -9.42702e-05 -0.00124745 -0.00168226
internal_weight=0 48.501 45.7169 43.8675 42.0645 40.9098 40.0204 38.8496 2.78409 38.1943 36.7381 28.7101 27.2582 26.1668 25.7935 24.7767 2.90213 8.02798 24.2042 23.0985 20.1281 19.0289 17.3995 1.09915 15.7527 9.64764 8.63783 6.81266 4.3007 3.90832
internal_count=3910 3541 2986 2538 2254 2075 1870 1698 555 1670 1620 1197 1162 1080 1052 998 369 423 993 977 872 791 716 81 661 481 451 412 376 348
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=4 403 484 11 1213 150 160 151 475 156 12 39 51 133 13 132 159 42 133 48 457 151 43 2 12 14 47 4 49 15
split_gain=1.28152 1.11273 1.06751 1.1652 1.19664 1.11504 1.00954 0.888968 0.807406 0.669944 0.66958 0.989006 1.06814 0.894791 0.727569 0.95805 0.903998 0.683447 0.771695 1.46688 0.704853 0.824062 0.764527 0.794008 0.575081 0.7132 0.65622 0.557049 0.625274 0.555183
threshold=0.27020000000000005 -0.092224999999999988 -0.0043499999999999988 0.080455000000000013 -1.0000000180025095e-35 0.097030000000000019 -0.217635 -0.27336999999999995 -0.085719999999999977 0.10691500000000002 -0.12394999999999999 0.085060000000000011 -0.40274499999999996 0.10681500000000001 -0.11267999999999999 0.080815000000000012 0.09141500000000001 -1.0000000180025095e-35 0.085050000000000014 0.086870000000000017 -0.0015249999999999997 0.056555000000000001 0.088185000000000013 -0.023524999999999997 -0.071274999999999991 -0.46879999999999994 0.10976000000000001 -0.59419999999999995 0.51898500000000014 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 8 -3 27 -2 -4 10 -8 13 -13 14 -12 16 17 -16 20 -20 -19 22 23 -22 -9 -26 -27 -6 -29 -25
right_child=7 2 3 -5 6 -7 9 24 -10 -11 11 12 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=-0.0028814717173412858 -0.0025421650036393517 -0.0025054833031832716 0.0030251112140323262 -0.0027086383962758058 0.0035298121608562751 0.001550149212319805 -0.0018346591531840973 0.0026681997911423005 -0.0027929679058357609 -0.0026450721817291084 0.0013338300619698071 -0.0030370079733001514 0.00223187254713649 -0.0031610404942622114 -0.0015234076673003212 0.0020550203946837486 -0.0027764471910717448 -0.0013321157154123164 -0.0031162079162992489 0.0022031978548001543 -0.0020911517549545614 -0.0015916941684586451 -0.0018174990666065521 -0.0013406217454740143 -0.0016480878261482645 0.0014505458978410811 -0.0012308930694582951 -0.0024586163367287294 0.0031711255602391479 0.0016259231447926679
leaf_weight=1.4742880967678491 0.61619546497240563 3.1374608555342998 0.21627394855022442 1.4481666588690121 0.15536771714687381 0.66827228106558312 1.1962998395320017 1.4040921754203726 1.8691555799450716 0.66316241899039496 3.9873551472555944 0.34558865800499949 3.2845437375362954 0.65182079386431624 2.1851497809402849 1.6759221046231676 1.041811923496424 1.5697390395216864 1.3600950720719982 0.61036276281811286 0.55456402618439327 1.1291833831928677 0.73249685531482178 0.54869518033229958 0.93473682506009836 4.8256220482289791 0.87641905993223179 2.1758150424575464 0.17308394610881794 7.8133018983061779
leaf_count=442 20 527 4 154 1 22 39 183 478 88 101 11 166 61 312 76 95 49 164 29 39 26 22 18 26 223 20 294 2 218
internal_value=0 -0.000450131 -0.000358675 -0.000204388 -9.75344e-05 -0.00179333 3.94277e-05 0.00075781 -0.00218959 0.000187671 0.000253156 0.00034401 0.00173028 0.000133104 0.000225621 -4.27065e-06 -0.000200972 -3.8392e-05 0.000188238 -0.00146849 0.000452613 0.00071254 0.000982194 0.00121219 0.0010107 0.000660031 0.0010384 -0.00169798 -0.00204378 0.00143127
internal_weight=0 40.668 39.1937 35.388 33.9398 3.80573 31.8544 8.65707 2.08543 29.3501 28.6869 27.4906 3.63013 23.8605 23.2087 19.2213 17.5454 16.5036 14.3184 1.97046 12.348 10.7782 9.64906 8.91656 8.04087 6.63678 5.70204 2.50427 2.3489 8.362
internal_count=3910 3438 2996 2447 2293 549 1811 472 482 1514 1426 1387 177 1210 1149 1048 972 877 565 193 372 323 297 275 452 269 243 297 296 236
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 158 1 42 0 52 48 160 52 52 4 0 132 40 4 16 50 43 15 14 3 52 16 16 0 3
split_gain=4.75269 2.75518 2.15183 1.52304 1.51744 1.51038 1.84781 1.66043 1.67724 1.82083 1.21499 1.20885 1.42342 1.61974 1.23767 1.16996 0.983891 1.02348 0.941363 1.13566 0.921488 0.907683 0.822734 0.836686 1.45882 0.828404 0.844539 1.09213 1.01766 1.01285
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.070894999999999986 -0.42035499999999998 0.087235000000000021 -1.0000000180025095e-35 -0.090304999999999983 -0.077699999999999977 0.26048500000000002 -0.014809999999999999 0.080815000000000012 -0.083709999999999993 -0.084009999999999987 -0.14879499999999998 0.11901000000000002 -0.0088849999999999988 0.079360000000000014 -0.22654999999999997 0.31335500000000011 -0.092854999999999979 -0.0092949999999999994 -0.055679999999999993 -0.14293499999999998 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 8 11 -10 16 -6 -13 -14 18 -11 17 -1 -15 -20 -4 -5 23 -23 25 -25 27 -27 -28 -30
right_child=2 4 20 21 5 -7 -8 -9 9 15 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=0.001208622719110003 -0.0018659807249817178 -0.0016784846255297999 0.0012511376782723199 -0.0018110667890908986 -0.0016362050618630906 -0.0019890333125931439 0.0015601571811967726 -0.001983477798355498 -0.0019262915780694112 0.0018904437163177186 0.0016658673321818113 -0.0019548458629283288 0.0022068055899262503 0.0013912647429266856 0.0027232012256098392 0.00011641196001002966 0.0013764552936962582 -0.00080657613257756615 4.0950506389498733e-05 -0.0019448689500918563 -0.00098744481169561532 -0.001672368469544319 -0.0015182064831911507 -0.0013603582312254441 0.0019784073216764994 -7.9989931541363362e-07 0.0021731294176124739 -0.0017193051495138034 0.0017935683443062397 -0.00077890809872007522
leaf_weight=1.2094584354199462 0.96102201659232278 6.5304975302424273 9.6505949529819155 1.4274455010890985 4.6037099526729515 2.7555976358707985 1.4570692740380753 2.8872614547144613 1.1294794790446756 1.9781879135407505 2.630697950720787 1.6971793745178789 1.0040755597874582 0.67197373136878535 0.41423453111201514 4.1034007724374595 1.7049986338242886 3.5932123847305797 1.9247171124443463 2.2342466663103293 0.70870454795658666 1.1568600540049416 1.6533111953176547 1.8360861716792047 1.2299992088228471 7.2455191947519824 1.2263436457142236 1.6256584897637374 0.81772272102534826 1.6754704881459319
leaf_count=43 20 883 388 44 532 228 38 322 135 34 94 164 16 17 3 51 39 70 34 302 18 34 54 79 52 113 17 31 10 45
internal_value=0 -0.000488078 0.000846369 -6.11592e-05 -0.000859268 -0.000660099 -0.000508183 -0.000641248 -0.000445138 0.000283125 0.000579187 -0.000863584 -0.000415971 1.95833e-06 -0.000420112 0.00069346 0.000139902 -0.000299088 -0.00068964 -0.00102586 0.00109799 -0.000355298 -0.000242771 -0.000117356 -2.45815e-06 -0.000171343 2.04983e-06 -0.000315719 0.000759935 6.48181e-05
internal_weight=0 62.4244 11.3203 29.0328 33.3916 26.8611 24.1055 22.6485 19.7612 7.21107 9.13837 12.5501 7.94643 6.24925 5.24517 6.08159 6.50767 4.80267 4.83094 4.15896 10.3593 19.8944 18.467 16.8137 15.6568 14.4268 12.5907 8.87118 3.71954 2.49319
internal_count=3910 3484 426 725 2759 1876 1648 1610 1288 220 246 1068 536 372 356 85 152 113 353 336 406 479 435 381 347 295 216 144 72 55
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=1 3 12 3 3 40 50 4 47 131 52 14 3 128 16 48 147 2 15 47 51 49 3 3 0 15 124 13 4 48
split_gain=5.71863 2.35205 2.1606 2.14862 1.83362 1.78704 1.33149 2.11689 1.61455 1.53214 1.24049 1.18036 1.10695 1.08116 0.985558 0.955329 0.930491 0.892534 1.25406 0.874235 0.940099 0.884518 0.879147 1.41645 1.0418 0.998252 0.855508 0.848431 0.827877 1.49863
threshold=0.094485000000000013 -0.115685 -0.041094999999999993 -0.032959999999999996 0.16699000000000003 0.34489500000000001 0.11515000000000002 -0.17479499999999998 0.09252500000000001 0.088565000000000019 -0.24456499999999998 0.077685000000000018 -0.10628499999999998 0.084155000000000021 0.51388000000000011 0.12862000000000004 0.10271500000000001 0.11362000000000001 -1.0000000180025095e-35 0.077735000000000012 0.092720000000000011 -0.088329999999999978 0.086245000000000016 -0.021064999999999997 -0.029849999999999998 -0.008624999999999999 -0.083859999999999976 -1.0000000180025095e-35 0.26790000000000008 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -3 6 28 7 -4 9 10 -9 17 -10 15 -14 16 -12 18 -1 20 21 -5 23 -23 25 -24 -25 -20 29 -2
right_child=2 3 4 19 -6 -7 -8 8 12 -11 13 -13 14 -15 -16 -17 -18 -19 27 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013014928863978982 -0.00015626657996106494 -0.0013935776955214076 -0.0019937306114487558 -0.0018993678805363891 0.0015956981848532625 -0.0020866634118931397 -0.0014659216383350623 -0.0013275914924697112 0.00083709058071400658 -0.0013892397256256837 0.0013946272356307999 -0.0019361423181210652 -0.0016842433634688327 -0.0012048281819343407 -3.0702456699281781e-06 -0.00069346763313380636 -0.00015624755590469054 0.0019936785024630469 0.00041390361939215987 -0.0017904107351265361 -0.0020087495188602774 0.0018375864129822788 0.00016771530806576154 0.00059821948024222445 -0.00069337024618779336 0.001915033268443056 -0.0013898750142040883 -0.001162744126230715 0.0019547788592946583 0.0016926455783021755
leaf_weight=2.1438673716038457 3.1283972738310659 20.416839376557618 1.8496263301931382 1.0076588857918967 2.2466723602265111 0.64451899379491884 2.6398143973201504 1.0412643286399603 1.417372561059892 1.4494760734960426 8.9430359411053306 0.92122417408973056 3.3126769764348856 0.87685065669939 2.0164363756775856 1.1124551733955748 1.6466798130422819 1.0126532465219495 2.2783389566466199 1.6273163612931956 1.1041667265817512 0.73382904566824247 2.8849645610898733 0.97436313144862285 2.1966246282681823 1.9832440838217733 3.8614280447363925 2.6583979353308664 3.2359750289469957 3.1753145577386022
leaf_count=45 71 2157 117 17 85 8 98 25 16 74 207 72 92 23 34 18 23 10 42 51 30 14 34 22 38 23 108 60 197 99
internal_value=0 -0.000770599 0.00021907 -0.000983264 -4.83505e-05 0.000968808 -0.000188763 -4.63017e-05 0.000118805 0.000463907 0.000661119 9.73421e-05 -0.000652054 0.00082574 -0.00104812 0.000977892 0.00115347 0.000328806 9.06991e-05 -0.000471629 -0.000326096 -0.000189905 -5.35669e-05 -0.000616837 0.000390491 0.00087955 -0.000989294 -0.00043511 0.00117524 0.00077507
internal_weight=0 45.8049 38.7366 36.7904 28.5524 10.1842 26.3057 23.6659 21.8162 15.0698 13.6203 9.01448 6.74649 12.579 5.32911 11.7022 10.5897 8.09326 7.0806 16.3736 14.7463 13.6421 12.6345 5.56962 7.06483 4.86821 4.83579 4.93674 9.53969 6.30371
internal_count=3910 2723 1187 2494 812 375 727 629 512 370 296 229 142 271 126 248 230 157 147 337 286 256 239 144 95 57 130 102 367 170
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=1 3 12 3 3 40 50 4 47 131 14 42 2 15 13 3 52 0 47 49 484 157 52 16 1 43 43 15 42 15
split_gain=5.52448 2.21755 1.977 1.91299 1.79863 1.69232 1.27384 2.18117 1.71226 1.43098 1.18864 0.968309 0.967755 1.38074 0.986472 0.912711 0.908612 0.964172 0.880396 0.87815 0.898839 1.00002 1.01638 0.870475 1.2321 0.77486 1.19299 1.02328 1.36116 2.12768
threshold=0.094485000000000013 -0.115685 -0.041094999999999993 -0.032959999999999996 0.16699000000000003 0.34489500000000001 0.11515000000000002 -0.17479499999999998 0.09252500000000001 0.088565000000000019 0.077685000000000018 -0.097204999999999986 0.11362000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10628499999999998 -0.074484999999999982 -0.14534499999999997 0.077735000000000012 -0.088329999999999978 -0.0043499999999999988 -0.077764999999999987 -0.087604999999999988 -0.53257999999999994 0.10915500000000002 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.099325000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 5 25 6 -2 7 -4 9 11 12 -9 13 -1 -15 -10 17 -13 19 -5 -21 -22 -23 24 -18 26 27 -3 -29 -30
right_child=2 3 4 18 -6 -7 -8 8 15 -11 -12 16 -14 14 -16 -17 23 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013174476450240836 0.0011590693221038874 -0.0015902606071756652 -0.001947802000662989 -0.0019240575298741505 0.0016184325242797083 -0.0020354342440232921 -0.0014108121656431628 -0.00093623856896906472 0.00073478683257139721 -0.0012944890192005099 -0.0018966666832629254 -0.001099361327290918 0.0020174532971015532 0.00045323425591117512 -0.0012452664863166229 -0.00099589496246887217 0.0019129727630425651 0.001093068742761702 -0.0017572471590257635 -0.001656465969512521 0.0011894885571091915 -0.0016432272969694687 -7.6185703803552167e-06 0.0014812663215038289 -0.00091798554310557718 -0.0017343597637670208 0.0010201697571826695 -0.0018821778751844627 0.0023295388101629163 -0.0018928453388083989
leaf_weight=2.1343612424097955 9.0543055934831465 6.5698987618088704 1.8509210222400785 1.0824312223121513 2.127267991192638 0.60904516279697496 2.5135999280028036 1.1303548878058851 1.3193618953227995 1.3637719033285964 0.92354957433417428 1.4666082956828179 1.0160152651369569 2.1446252474561329 2.6070711547508822 5.1090986444614819 0.84913145005703361 1.3039369881153149 1.6313566854223598 1.2889070389792276 1.9481494314968522 1.551455177832392 8.3101219059899538 6.7379355099983407 1.4033727105706928 9.0049523087218422 0.92497787065803905 1.0952408853918316 1.1000002138316629 0.65532696899026621
leaf_count=45 367 615 117 19 85 8 98 18 16 74 72 21 10 42 60 126 36 46 51 43 34 56 134 159 16 1267 37 154 22 62
internal_value=0 -0.000736686 0.000237079 -0.000945351 -1.918e-05 0.000957732 -0.000158258 -1.85425e-05 0.000154102 0.000512522 9.46705e-05 0.000703685 0.000327407 7.80459e-05 -0.000478667 -0.000640694 0.000861299 -6.75101e-05 -0.000466708 -0.000318248 -0.000185549 -2.50136e-05 -0.000264938 0.00114753 0.000149207 -0.00133648 -0.000990155 -0.00118755 -0.000259379 0.00075317
internal_weight=0 43.9884 36.8387 35.1628 27.1754 9.66335 25.0481 22.5345 20.6836 14.2551 8.82562 12.8913 7.90207 6.88606 4.7517 6.42846 11.761 2.77055 15.8124 14.1811 13.0986 11.8097 9.86158 8.99044 2.2525 19.3504 10.3454 9.42047 2.85057 1.75533
internal_count=3910 2723 1187 2494 812 375 727 629 512 370 229 296 157 147 102 142 278 67 337 286 267 224 190 211 52 2157 890 853 238 84
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 52 47 15 3 3 52 4 159 1 14 48 15 151 15 39 43 106 15 2 13 50 0 159 131 4 2 2 484 0
split_gain=7.82066 2.61167 2.55831 2.5643 2.52891 3.16807 1.56937 1.55321 1.40024 1.8755 1.31201 1.187 1.0621 1.40697 1.09272 1.02196 0.996691 0.966913 0.964843 1.1044 1.22517 0.911821 0.87908 0.804366 0.77234 0.770253 1.13145 1.38309 1.16152 0.721151
threshold=0.094485000000000013 -0.27466499999999994 0.086785000000000015 0.05377500000000001 -0.115685 -0.032959999999999996 0.12539500000000003 0.22584000000000001 -1.0000000180025095e-35 0.13501500000000002 0.077685000000000018 0.12862000000000004 -0.008624999999999999 -0.0074049999999999993 -0.090344999999999995 0.088850000000000026 -0.049504999999999987 0.092305000000000012 -0.008624999999999999 0.11085000000000002 0.025140000000000006 0.11901000000000002 -0.099864999999999995 -0.094429999999999986 0.10350000000000001 -0.49837999999999999 0.10571000000000001 0.096970000000000015 0.085090000000000013 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 24 3 6 10 29 11 15 -4 16 18 17 13 14 -7 -5 22 21 -1 20 -20 -3 -10 -8 -2 -14 27 28 -27 -6
right_child=1 2 8 7 5 12 23 -9 9 -11 -12 -13 25 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010593193739071023 -0.0012240683598873129 0.0011752317951435668 -0.0012303265142754342 -0.001175200880008044 -0.00020254428001780238 0.00037722246603633921 0.00077050233828016913 0.0010842953914876876 0.0012197596141817701 0.0017009866405652589 -0.0014696382410566201 -0.00057241269874764461 -0.0007992592424538482 -0.0013250175182358168 -0.0012128967986265492 0.00097664503766516932 -0.00060363587016753551 -0.00037951885403390731 0.00037385040139129673 0.0010569258899218868 -0.0010177788079839334 -0.00046256073336652299 -0.00024070068180036646 -0.0007167075619294186 0.00070178644203670079 -0.00040366065897679866 -0.00085423060717696462 0.0016200915262710145 0.0012970515026963496 -0.0011838819666388327
leaf_weight=2.1772216204553834 3.0032950737513597 16.6091595599428 2.2345195012167087 2.9949458651244636 1.6667492720298458 2.9148184051737189 1.2181883081793787 1.1330226492136715 1.4980093780905011 1.2130868276581157 1.0489238305017341 1.0075715444982041 1.7963737361133096 3.6845935750752705 1.2839206699281938 0.53677005693316449 5.1934287305921316 0.95322081726044317 2.5062697678804389 1.4737807791680095 2.7216450730338693 0.7319856621325006 1.9650648692622761 1.9517762502655376 0.50114425271749485 2.8952457960695011 1.5143872881308196 1.7187016420066354 1.1600780207663772 21.046071683987979
leaf_count=40 159 522 66 126 48 37 28 13 18 26 72 11 47 116 28 17 76 20 44 12 61 12 44 38 11 54 25 14 16 2109
internal_value=0 0.000239193 0.000345277 0.000590175 -0.000598947 -0.000761134 0.000791312 -0.000378777 -0.000203771 2.86459e-05 4.93006e-05 0.000945113 -0.000291656 -0.000677363 -0.000109016 -0.000848151 -0.000205709 0.00102869 0.000228743 -4.10919e-05 -0.00035063 0.0011061 0.000391045 -0.000145186 -0.000948666 4.30427e-05 0.000250645 0.000540427 8.28501e-05 -0.00111187
internal_weight=0 42.7452 39.2408 27.1366 49.6088 39.6809 22.4719 4.66474 12.1041 9.86959 9.92784 19.3019 16.9681 7.88333 4.19874 3.53172 8.6565 18.2944 8.87892 6.7017 5.22791 17.3411 3.46307 3.16996 3.50444 9.08479 7.28841 5.77403 4.05532 22.7128
internal_count=3910 1187 1017 787 2723 2494 631 156 230 164 229 565 337 181 65 143 138 554 157 117 105 534 62 66 170 156 109 84 70 2157
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 52 159 3 0 50 13 52 160 43 16 0 1 457 49 47 1 48 139 1 48 4 0 475
split_gain=5.90759 3.86211 2.02783 2.0054 1.84558 1.72712 1.80992 1.58998 1.53508 1.36132 1.82495 1.35334 1.28738 1.25644 1.12536 1.03872 0.982607 1.2927 1.98388 0.950278 0.902113 0.868779 0.916601 1.09576 1.0012 0.92726 0.86576 0.832416 0.796686 0.793831
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 -1.0000000180025095e-35 0.13026000000000001 0.084100000000000022 -0.12272499999999999 -1.0000000180025095e-35 0.24227500000000002 -0.15713499999999997 0.11901000000000002 0.28269500000000009 -0.087094999999999992 -0.091109999999999983 -0.088289999999999993 -0.50585499999999983 -0.084074999999999997 0.076710000000000014 0.085130000000000025 -0.085974999999999982 0.11939500000000002 0.11235500000000002 -0.064549999999999982 -0.062789999999999999 0.10688500000000002 0.086665000000000006 -0.23071499999999998 -0.069794999999999982 -0.067819999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -1 13 -11 21 26 -5 -9 19 -16 18 -18 28 -15 22 23 -4 -24 -25 -10 -19 -8 -22
right_child=2 4 11 9 5 -7 15 14 12 10 -12 -13 -14 20 16 -17 17 27 -20 -21 29 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015382748582823079 -0.0014611880587977505 -0.0014322822740393398 0.001625983666141421 -0.0012458413333323595 -0.001595128608652888 0.000947944133932581 -0.0013711847613139666 -0.0016448317597622299 0.00053950094774499701 -0.0014821260202752258 0.0012360492073099809 -0.00097889078044750225 -0.00058005966221410371 -0.0016483308578117005 0.0018975669841454705 -0.0012387063743090555 -0.0014499782440560056 1.5093177985611178e-05 0.00077540440573938929 0.001559772510866235 0.0011187270140046754 -0.000769821349221074 -0.00073978195901865866 0.00090433520729638072 0.0016351924144943453 -0.00080407148720782775 0.0015879934578994822 0.0013501222994470987 -1.0926770097673566e-05 -0.00026951819606983745
leaf_weight=0.8121801232919087 0.99068460427224536 8.057880603708325 1.535584347322583 3.9942020862363306 1.7407686309888948 1.6403822740539897 1.9106954443268476 0.9046656908467402 5.0362707618623954 0.77366708964109454 2.5452562468126407 0.90937884524464685 1.6216329373419274 1.0560350334271813 0.72564202966168245 12.621642202138897 2.5560397906228873 2.6250130981206894 1.5432628891430793 0.53477759519591916 1.0721391765400792 0.64092364721000272 0.45928201451897077 1.4762844517826983 5.9515197863802367 1.5798332672566173 3.0297793503850698 1.9592444468289709 2.2548465216532394 12.826856003142888
leaf_count=15 20 883 48 134 137 33 130 40 114 9 81 18 26 24 9 1279 103 29 35 12 19 13 9 19 274 25 91 31 38 212
internal_value=0 -0.000442359 0.000673574 -4.99495e-05 -0.000771433 -0.000599751 -0.000686174 -0.000225019 0.00050842 -0.000313231 0.000602421 0.000842053 0.000680008 -0.000473606 6.22673e-06 -0.0010071 0.000164971 2.01864e-05 -0.000612189 -0.00038517 -0.000267357 0.000984273 0.00108645 0.000557874 0.00146504 2.11893e-05 0.000933337 0.000585665 -0.000634864 -0.000162432
internal_weight=0 71.8429 13.5435 32.768 39.0749 31.017 29.3766 12.0546 10.4999 22.2682 3.31892 12.5528 9.68768 18.9492 10.3139 17.322 9.4092 8.68356 4.0993 4.70032 14.955 11.6434 11.0025 4.5917 6.4108 3.05612 8.06605 4.58426 4.16554 13.899
internal_count=3910 3484 426 725 2759 1876 1843 384 246 479 90 406 231 389 247 1459 207 198 138 180 255 388 375 92 283 44 205 60 168 231
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=4 12 151 1 14 3 16 475 457 13 48 50 2 2 1 16 133 49 14 13 0 48 151 0 47 4 4 3 40 47
split_gain=7.64468 5.23475 2.01172 1.80412 1.7469 1.76933 1.89862 1.76595 1.39356 1.44291 1.46155 1.29974 1.25625 2.48962 1.15643 1.65278 1.10341 1.09878 1.08692 2.12814 1.06166 1.50497 1.15356 1.04469 1.03104 1.45878 1.28926 1.05101 0.902497 0.870818
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.077685000000000018 -0.013944999999999997 0.10994000000000002 -0.050754999999999995 0.084715000000000013 -0.10241499999999999 0.016865000000000002 0.11901000000000002 0.10393500000000001 0.097940000000000013 0.076710000000000014 0.0054700000000000009 -0.0023199999999999996 -0.064499999999999988 -0.13131999999999996 -0.089899999999999994 -0.070894999999999986 0.091555000000000011 0.11831500000000002 -0.053834999999999994 0.09252500000000001 0.0057500000000000008 -0.0010999999999999996 -0.0026499999999999996 0.057150000000000006 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 14 7 -7 9 10 12 29 13 -3 15 -1 -9 -10 -18 -20 -11 22 -22 -5 25 26 27 -21 -8 -4
right_child=2 3 11 23 -6 6 28 16 17 20 -12 -13 -14 -15 -16 -17 18 -19 19 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015897582949942397 -0.0016787871893606163 -0.00065324765717405121 0.0014025116228078771 0.0021475817764134001 -0.0017790394348984402 0.0016299833956658525 -0.0017062476099767505 -0.0016375656126857109 0.00087665684969859476 -0.0015908464960772725 -0.002134302065120624 -0.00096612573292772976 -0.0015310857222996187 0.0022739831312861788 0.0013454575435473443 0.0010057661438612169 -0.0014690259125228714 -0.0014945919532560711 0.001770599707995979 0.001417384317551038 -0.001318030350544785 0.00091545213234433165 0.0019684391702015237 -0.00055824282444581926 -0.0015128192370256976 0.00098130771521138865 -0.0019553955683625701 -0.000538341448789887 0.00031461279255035811 -0.00078092502227631406
leaf_weight=1.4188570547848924 0.95514759607612987 2.5240069460123733 12.07503495458513 0.97107842937111843 1.8225401788949955 2.2945491122081938 3.5003451141528776 1.5212048124522066 2.1606285003945236 20.144464110489935 1.3714467547833917 0.96344094723463136 1.3777160868048666 1.7018943666480479 5.4898483054712415 2.1726204603910446 1.5290780775249064 1.0001251576468337 2.4671334214508542 1.3344826335087416 7.4058982408605569 1.4624704443849621 0.39350334182381619 1.0273001817986358 1.6452963985502727 3.9052054090425372 1.5490275621413987 3.4380769906565547 0.99231991916894902 0.67475493811070997
leaf_count=33 20 87 375 12 45 39 117 54 40 1952 37 18 15 14 123 28 35 64 76 43 445 34 4 28 30 33 36 48 12 13
internal_value=0 -0.000528044 0.000945854 -0.00097732 3.96564e-06 0.000101674 -0.000162734 8.76791e-05 -0.00106495 -0.00116845 -0.00040361 0.00112866 1.9965e-05 0.000525634 0.000805595 -1.96275e-05 -0.000115828 0.000126347 3.00521e-05 0.000189908 -0.00134986 -0.000825728 -0.00115222 0.000756607 -0.000138575 8.25148e-05 -0.000472721 8.51019e-06 -0.00125989 0.00128696
internal_weight=0 76.6211 14.6684 41.5405 35.0806 33.258 24.1767 19.6841 39.5422 36.3814 6.97506 13.7132 5.60362 4.2259 9.08133 3.59148 17.3895 3.16075 15.8683 14.3392 29.4063 9.26187 7.7994 1.99838 11.8721 10.2268 6.32159 4.77256 4.49267 12.7498
internal_count=3910 3484 426 2732 752 707 523 394 2692 2588 153 406 116 101 184 61 355 104 301 266 2435 483 449 40 190 160 127 91 129 388
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 484 3 2 3 43 3 133 4 2 483 2 43 133 52 0 158 133 52 1374 133 3 128 149 150 106 3 12 1 131
split_gain=1.60668 1.23722 0.995629 0.973377 0.943855 1.17448 0.980261 0.894622 0.884382 0.837648 0.697577 0.694471 0.903146 0.721928 0.688867 0.661747 0.660992 0.666734 0.64953 0.643542 0.634121 0.909629 0.62613 0.668245 0.740867 1.46563 0.915183 0.76408 0.881903 0.76233
threshold=0.094485000000000013 -0.0043499999999999988 -0.115685 0.14808000000000002 0.086245000000000016 -0.077544999999999989 -0.084129999999999996 0.087170000000000011 0.51224500000000017 0.086245000000000002 0.10297500000000001 0.11362000000000001 0.093240000000000017 0.0068000000000000014 -0.42985499999999993 -0.060094999999999989 0.11034000000000001 -0.26719999999999994 -0.089799999999999977 0.090240000000000015 0.083815000000000014 -0.078669999999999976 0.086435000000000012 0.11234000000000001 0.077110000000000012 0.092305000000000012 0.090325000000000003 0.090840000000000018 0.12263000000000002 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 -1 11 8 5 6 15 20 10 -6 14 12 13 -3 -2 -4 17 -16 -11 22 21 -8 23 24 26 -26 27 -19 29 -29
right_child=3 2 4 -5 9 -7 7 -9 -10 18 -12 -13 -14 -15 16 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0036231258207429619 -0.0038458746276460697 0.0017048419012609488 -0.0038724579583457614 0.0031683736789264497 0.0032790160875535361 -0.0028600071810945355 -0.0039207676585316549 -0.0027142192240245831 0.0032593683918478219 -0.0035953406918565484 -0.0035337860476659763 0.0039493413756689555 -0.0036325101184130791 -0.0021017586786769389 -0.0039972585754144739 0.00049350018776309166 -0.0034543887557727552 0.0025669085792584074 8.3336959823654275e-05 -0.0025272657786283821 0.0034053578474389111 0.0016718013011438565 -0.0019801290219651144 -0.0032125016556686539 0.0030352670345201926 -0.0035907147652748128 -0.00073641252145586903 -0.0030597336900650843 0.0029028548294196062 0.0019876096391373754
leaf_weight=2.3724300704197985 0.62580012658145889 3.1955911284312633 1.6893801641417669 1.6726245351601381 1.0117998425848771 6.613413527840744 0.59779779147356782 1.0015511865494771 1.2639781937468786 0.8415588648058473 0.79861059342510898 0.80719056166708458 0.78511539148166765 0.94207717990502704 0.50206869631076045 0.72436916641890992 0.68967666989192267 3.6582792289555162 4.19473912473768 0.99724603118374844 1.3707443672465158 1.466969762463129 1.2562937221955497 0.5814744308590879 4.1049269810318938 0.55321243405342091 5.2851874292828143 1.3928305727895356 1.0038175797089932 0.63678967743180681
leaf_count=485 143 98 350 139 22 1247 62 138 130 36 53 11 23 51 30 22 37 139 63 25 53 62 42 7 182 5 132 75 26 22
internal_value=0 -0.000984656 -0.000736676 0.000352263 -0.00114796 -0.00171127 -0.000602334 0.000463843 0.000150539 0.000106082 -2.73767e-05 0.000663858 0.000125136 0.000838143 0.000104167 -0.00256223 0.000223805 0.000350821 -0.000531365 0.000462943 0.00139034 5.26237e-05 0.000624368 0.000814419 0.000955179 0.00224835 0.000452231 0.00139103 -2.70533e-05 -0.00147614
internal_weight=0 27.6147 25.2423 25.0228 19.5123 13.4642 6.85081 4.43706 23.3502 6.0481 22.0862 5.72997 4.92278 4.13767 21.2876 2.41375 20.6618 19.9721 5.0363 19.4701 3.43551 2.06477 18.4728 17.2165 16.635 4.65814 11.9769 6.69172 3.03344 2.02962
internal_count=3910 2723 2238 1187 2055 1934 687 315 1048 121 918 183 172 149 865 372 722 685 99 655 177 124 630 588 581 187 394 262 123 97
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=4 12 151 3 14 13 1 47 49 0 50 4 130 0 457 1348 1373 156 133 133 43 3 52 16 3 0 1 47 484 151
split_gain=6.26159 4.20675 2.36193 1.92558 1.9073 1.67746 2.19519 1.98196 1.66049 1.58284 1.24351 1.23135 1.18468 1.48033 1.52302 1.1665 1.23295 1.16414 1.09432 1.83654 1.15627 1.62817 1.94256 2.14365 0.916146 0.915075 1.05898 0.909139 0.907389 1.08699
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 0.077685000000000018 -0.00059999999999999995 1.0000000180025095e-35 0.080075000000000021 -0.062504999999999991 -0.068039999999999975 0.11901000000000002 -0.017449999999999997 -0.084569999999999992 0.076335000000000014 0.084715000000000013 0.084620000000000015 0.084345000000000017 0.091280000000000014 0.084630000000000025 0.083815000000000014 -0.074254999999999988 -0.078669999999999976 -0.24084499999999998 -0.16268499999999997 -0.100615 -0.13027499999999997 0.083370000000000014 0.11939500000000002 -0.0043499999999999988 -0.082774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 6 11 -8 12 -9 27 -1 -3 14 -14 16 17 28 19 20 21 24 -23 -24 -10 26 -22 -4 -7 -30
right_child=2 3 10 -5 -6 15 7 9 18 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00078551767812566327 -0.0017887462634164674 0.0019815143331851563 0.0013276739036709952 0.00038667434004905325 -0.0018820746778102381 -0.0013587244860474872 0.0015747787611204934 -0.0011552337960307 -0.00051402461150890436 0.0015287044439113919 -0.0010417713582670683 -0.0019556773123432297 -0.0015684776854240432 0.0020139761838699902 0.0006235810955819575 0.0015837000712420949 -0.0021739852877131699 -0.0018879429632771107 -0.0018608446094361291 0.0018981344586845447 -0.0019556984211434765 0.0029243979617181843 0.0018741968763009975 -0.0019276363295954294 -0.0019151540945114142 -0.0017338705618994952 0.0010266930206516683 -0.00089351903644238314 0.0011593037471759487 -0.00020146074781085302
leaf_weight=0.88377377763390574 1.1169166211038817 0.75016315653920163 11.305807703174645 3.4109420944005242 1.9205523789860297 1.8887988273054421 6.4997418252751213 2.1409826874732976 3.3962572640739381 1.1915258057415483 0.92743539996445257 1.612538120709355 3.4416282731108359 0.70919974893331517 1.6258533494547007 1.0995946461334813 1.2655225321650494 1.4325213143602002 7.8903090870007864 0.71148043917491932 0.72745108045637852 0.82085700100287828 0.84661834221333321 1.3257780615240384 3.1186640444211662 10.529158231802283 0.96497838152572513 0.68060834705829698 2.4247006811201599 13.06238507572562
leaf_count=14 20 19 375 31 45 43 196 32 110 31 18 66 133 6 38 23 19 61 928 17 29 13 9 85 244 1049 21 13 31 191
internal_value=0 -0.000542319 0.000815225 -0.000955012 -7.31584e-05 3.05401e-05 0.00057788 0.000974732 -0.00107917 -0.000195602 0.00104044 -0.000985207 -0.000225146 -0.000511705 -0.000865176 -0.000288156 -0.000390691 -0.000270702 -0.00126295 -0.00105273 -0.00114935 -0.000661206 0.000478284 -0.000446 -0.00118474 -0.00152911 -0.000255218 0.00120155 -0.000137371 1.15843e-05
internal_weight=0 75.692 14.0308 40.2693 35.4226 33.5021 12.3286 9.83225 36.8584 3.33251 12.9139 2.49631 6.52684 5.77668 5.06748 21.1735 20.0739 18.8084 30.3316 22.4412 21.7298 9.50817 2.99325 2.1724 6.51492 12.2216 1.69243 11.9864 17.3759 15.4871
internal_count=3910 3484 426 2732 752 707 339 259 2701 63 406 80 196 177 171 368 345 326 2505 1577 1560 461 107 94 354 1099 50 388 265 222
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 3 1 160 4 13 52 0 16 52 40 16 133 133 0 0 16 1429 16 3 3 52 160 160 50 47
split_gain=6.22411 4.56204 2.25054 1.97782 1.84717 1.64739 1.56858 1.48064 1.39729 1.24861 1.57132 1.07188 1.4076 1.21149 1.12383 1.13447 1.03468 1.95289 1.1758 1.41912 1.06818 1.18488 1.17492 0.968208 1.49551 0.946655 0.91634 0.867933 0.80487 0.79128
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.072894999999999988 -0.010319999999999998 0.092385000000000009 -1.0000000180025095e-35 -0.065999999999999989 -0.089899999999999994 -0.0093349999999999978 -0.10131499999999999 -0.013279999999999998 -0.082554999999999976 0.057150000000000006 -0.057604999999999996 0.084285000000000013 0.083815000000000014 -0.070894999999999986 -0.069414999999999991 -0.17157499999999998 0.084965000000000013 -0.30307999999999996 -0.074234999999999982 -0.075679999999999983 0.091210000000000013 -0.081069999999999989 -0.030424999999999997 0.11901000000000002 0.13206500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -3 -1 10 -7 12 27 -14 15 -13 17 18 20 -20 22 -22 -6 24 25 26 -21 -11 29 -4
right_child=2 3 28 -5 16 9 -8 -9 -10 11 -12 14 13 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063272252256641739 -0.0016555890053728498 -0.0015632670604936059 0.0011272826678747898 0.00041882438880363679 -0.0018084594635330426 0.0015260092507008492 0.0012810736567494935 0.00039217368210623711 -0.00099037105657076509 -0.001808324292126535 -0.00049965863126949647 0.00030756980245377964 -0.00046714453045377608 0.0016561551538637836 0.00087387455447971753 -0.0016675301130647064 -0.0017168655264928325 0.0034406223521424549 0.001785889671486384 0.00064854796242471151 -0.0017105236854231714 0.0011112439049650365 0.00059987801986067526 -0.0018405066286064878 0.0022510564880036791 0.00048442395641048617 -0.0015778103642013839 -0.00031021985803945045 -0.0005863071228264788 -0.00093143176751202587
leaf_weight=3.862521911971271 1.0893496498465527 1.5680764587596057 12.299440213479096 3.1478845104575148 0.99454653961584005 2.2837946321815252 4.6415091753005981 4.3467136984691015 2.6692141746170801 1.3725820472463972 2.2746636755764476 1.0566894914954899 1.3658467475324871 1.9292800473049272 0.79690591804683197 4.7820086926221874 7.9003536459058514 0.29221771936863561 0.71629094332456578 0.67505676299333561 10.577066259458658 0.46220368426293212 1.5306135024875427 1.8457281170412949 0.56887480197474438 1.4435800430364905 2.97376732295379 7.1252154633402833 0.98151776753366071 0.58189038373529989
leaf_count=48 20 75 422 30 35 74 126 97 70 44 47 15 25 29 10 151 938 7 20 11 1180 19 19 79 7 26 159 97 19 11
internal_value=0 -0.000489474 0.00073193 -0.000892299 -0.00100728 -2.90694e-05 0.00051431 -0.000126235 -3.05597e-05 -0.000293189 0.000515204 -0.000493152 -0.000181068 0.000776037 -0.00104779 -0.00131008 -0.0011811 -0.000989401 -0.00104882 -0.000534119 -0.00136085 -0.00159238 -0.000348657 -0.000755486 -0.00040174 -0.000698085 -0.00116592 -0.000552197 0.000919543 0.00103428
internal_weight=0 73.2032 14.9522 39.043 35.8951 34.1602 11.1732 5.91479 6.53174 22.987 4.55846 18.4285 11.7929 3.29513 6.6356 5.8387 29.9803 22.0799 21.7877 8.2233 13.5644 11.0393 2.52516 7.50701 5.66128 5.0924 3.64882 8.4978 13.8628 12.8813
internal_count=3910 3438 472 2702 2672 736 244 172 118 492 121 371 195 54 176 166 2500 1562 1555 302 1253 1199 54 282 203 196 170 141 452 433
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 50 4 47 131 14 124 52 43 475 15 2 13 41 3 16 128 48 2 52 44 13 43 43 15 42
split_gain=9.34492 3.35948 3.10586 2.93678 2.33872 1.89018 2.96023 2.26584 2.227 1.69935 1.57304 1.41019 1.16074 1.08169 1.07575 1.29229 1.49694 1.09114 1.02947 1.00838 1.00461 1.00214 1.10368 0.929658 0.837362 0.833074 0.753688 1.28659 1.06437 1.5434
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.11515000000000002 -0.17479499999999998 0.09252500000000001 0.088565000000000019 0.077685000000000018 -0.50873999999999986 -0.26295999999999992 -0.073684999999999987 -0.071179999999999979 -1.0000000180025095e-35 0.11085000000000002 -1.0000000180025095e-35 0.075585000000000013 -0.10628499999999998 0.51388000000000011 0.089290000000000022 0.12862000000000004 0.09580000000000001 -0.087604999999999988 0.13252500000000003 -0.0097449999999999985 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 9 26 5 6 -3 8 11 14 -2 -8 25 -14 -1 16 17 -16 -9 -20 -12 22 -13 -15 -7 -5 27 28 -4 -30
right_child=1 4 3 12 -6 24 7 18 -10 -11 20 21 13 23 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011488491165322775 -0.0014348816081239291 -0.0017166023071814697 -0.001446112592879507 0.0012125494544996478 0.0014231936578946909 -0.0017111506378631408 -0.001442304232730516 0.00058398840308073081 -0.0012434305163019951 -0.0016655308331505556 0.0012261743032671237 0.00040923907206068889 0.00053019080992624059 -0.0017190843290560726 0.0013532798381517823 0.0012774895849822934 -0.001355265980703098 -0.0008234820299720182 -0.0013686822299305075 -1.8357772931463717e-05 -0.000895910463783472 -0.00044724750889824229 0.0013325989918491199 -0.00057221842621188272 0.00029823205132706077 -0.00048855165203722873 -0.0015510236335731363 0.00075227856372071323 -0.0016427795347426137 0.00055146359536663357
leaf_weight=2.7518858499824992 0.6672802958637466 2.38552068313584 8.6736692623235268 1.762699971906841 2.7432152805849901 2.5952853178605433 0.78228238504380954 1.6186461821198461 1.7561818775720883 1.3046278152614821 11.074969712644812 6.0929601970128733 1.8993333308026201 2.2461676262319097 1.4180356748402108 1.4526325426995752 2.433944809250534 1.0421324390918014 3.8550649946555486 2.3051254451274872 0.61418532580137331 1.5553193539381016 7.574277606792748 10.288843580521638 0.6834265962243079 1.3083191812038446 12.707273114472629 1.0099228904582549 1.4555651224218302 1.9649752024561165
leaf_count=48 11 117 615 23 85 91 18 16 74 72 353 97 33 76 14 12 56 27 92 34 11 24 157 182 7 23 1267 37 154 84
internal_value=0 0.000255921 -0.000734127 -0.000924442 -6.53994e-06 -0.000132231 3.9736e-06 0.000164682 0.000483044 5.82996e-05 0.000976991 0.000672487 -0.000413795 -0.000605626 0.000305475 -6.02038e-05 -0.000457247 0.000431199 -0.000562218 -0.000863395 0.00111467 0.000781166 0.000920958 -0.000777727 -0.00129231 0.000487844 -0.00127076 -0.000998992 -0.00114523 -0.000382267
internal_weight=0 46.3037 53.72 43.3168 33.9473 31.2041 27.9254 25.5399 17.761 10.4033 12.3564 16.0048 17.5054 14.4343 9.09863 6.34675 4.89411 2.46017 7.77884 6.16019 11.6892 15.2226 13.6672 12.535 3.27871 3.07102 25.8114 13.1041 12.0942 3.42054
internal_count=3910 1187 2723 2494 812 727 629 512 370 229 375 296 337 291 157 109 97 41 142 126 364 278 254 258 98 46 2157 890 853 238
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 48 133 106 4 4 52 2 4 50 2 13 133 149 0 12 124 42 43 43 133 0 16 0 9 1
split_gain=1.69007 1.21682 1.03365 1.14858 1.06134 0.969 1.02322 1.11681 0.989543 0.903727 0.895054 1.04809 1.02775 0.893587 1.00067 0.886065 0.868982 0.723857 0.87499 0.710524 1.15888 0.760122 0.692679 0.836819 0.801309 0.690273 0.684403 0.863746 0.895644 0.747118
threshold=0.085835000000000009 -0.070894999999999986 0.14808000000000002 0.085595000000000018 0.081320000000000017 0.12862000000000004 0.085835000000000009 0.092305000000000012 -0.23071499999999998 0.22584000000000001 0.084240000000000023 0.084065000000000015 -0.0031049999999999997 0.096815000000000012 0.11462500000000002 -0.082709999999999992 -0.0056849999999999991 0.11108000000000001 -1.0000000180025095e-35 0.098845000000000016 0.11158000000000001 -0.09547499999999999 -0.078454999999999983 0.070805000000000021 0.032270000000000007 -0.13506999999999997 -0.54165499999999989 -0.18901999999999997 -0.016839999999999997 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 7 8 -2 -5 11 -1 -13 14 17 16 -14 18 -10 21 -21 -3 24 -24 -23 -18 -6 -28 -29 -30
right_child=2 19 -4 9 26 -7 -8 -9 13 -11 -12 12 15 -15 -16 -17 25 -19 -20 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0007508955829708166 -0.0026960811028828948 -0.0031844338085258894 0.0023287396187455503 -0.0024344254144037657 0.0017824919064360078 -0.0021603108496928958 0.0029432615672865432 -0.0038459571552650123 0.0005678888088146265 0.0013847619467131696 -0.0029692937956572658 -0.0029513936282180003 -0.0029739465477249569 -0.0018912936849336546 0.0029090784482032703 -0.0024389761325343188 -0.0024112004682403996 -0.0023141266969521406 0.0030493298354937366 -0.0025997231922728235 0.0036419209387297431 0.002839958090053192 -0.0022185976457415602 0.00062434610363642866 -9.1726955310489849e-05 0.0021771986823557812 -0.002900719828615091 0.0035477701326278098 -0.0020255234077654087 -2.492564188930067e-05
leaf_weight=2.0013045633677411 0.68816860066727414 0.50282318308018137 1.7166852767113585 2.4903126498684283 0.95498676039278407 0.98739050375297566 1.6689134486950923 0.46849885582923967 9.1788086132146436 0.65636820532381523 2.8015940521145231 2.8552404590882352 0.49304366507567499 0.92538498621434051 2.0545839115511617 1.4418999014887965 0.33536246302537631 0.62624263577163297 1.3690756659489096 1.7035221776459364 0.29217394441366185 1.7238490465097127 1.2936756089329708 2.6384756304323673 1.430147477192804 1.5243142339168116 1.3832780234515656 0.4501564996317019 2.2963228425942361 4.9143290787469596
leaf_count=133 107 28 140 402 18 14 131 6 291 8 799 555 41 40 138 177 8 10 53 174 2 26 96 42 44 75 35 11 156 150
internal_value=0 -0.000909808 0.000141454 2.07682e-05 0.000207384 0.000628186 0.000790341 0.000555667 0.000694605 -0.00163778 -0.00154686 -0.00108622 -0.00163911 0.00085946 0.00105188 -0.000651695 0.000443667 0.0007104 0.000889971 -0.000148588 -0.00168593 0.000255693 0.000499799 -0.000310981 0.00151062 0.00134976 -0.000548745 -0.000794906 -0.000414669 -0.000662041
internal_weight=0 21.0374 32.8295 31.1128 27.9661 17.9671 16.9797 15.3108 14.8423 3.14668 11.4528 8.65117 6.64986 14.1541 13.2287 3.79462 2.35272 11.1741 10.5479 9.58467 1.9957 7.58897 7.08615 3.93215 3.154 1.85968 9.99907 9.04409 7.66081 7.21065
internal_count=3910 2200 1710 1570 1160 790 776 645 639 410 1788 989 856 532 492 301 124 354 344 412 176 236 208 138 70 83 370 352 317 306
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 1213 480 151 475 159 0 1 2 0 448 1 16 2 3 4 453 13 15 52 0 151 1 48 48 14 15
split_gain=1.51419 1.16056 1.12412 1.23485 1.19647 1.25496 0.962469 0.862742 0.781651 0.792725 1.25499 1.12437 1.87794 1.16066 1.10849 0.817116 0.762354 0.779759 0.711976 0.768189 0.698244 0.648931 0.679952 0.697042 1.03584 0.588354 0.679547 0.946903 0.562161 1.02317
threshold=0.27020000000000005 -0.092224999999999988 -1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 0.08456000000000001 -0.27336999999999995 -0.085719999999999977 0.10856 -0.074514999999999984 1.0000000180025095e-35 1.0000000180025095e-35 -0.16128999999999996 -0.080249999999999988 0.095575000000000007 -0.0090499999999999973 -0.013084999999999998 -0.115685 0.24280000000000004 0.090755000000000016 0.10741000000000002 0.099325000000000011 -0.42985499999999993 -0.037619999999999994 -0.081219999999999987 0.13662500000000002 -0.064549999999999982 -1.0000000180025095e-35 -0.46879999999999994 -0.22917999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 7 8 -2 -4 9 10 -6 14 15 -14 -12 -13 -11 20 19 -3 -18 22 -19 24 -24 26 -8 -28 -29 -30
right_child=6 2 3 -5 5 -7 25 -9 -10 16 11 12 13 -15 -16 -17 17 21 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0030842350795702578 -0.0027244968936671423 -0.0031198683469342613 0.003251740604580426 -0.0028899501503812353 -0.0014751660817716073 -0.003113361727727075 0.0031375441533101319 -0.0029780442003702239 -0.0022935946964653211 0.0031523049656335383 -0.0031229849465500793 -0.00090594504334820243 -0.0018844141171228497 0.0031167276687007906 0.00013248793304495755 0.0018788615341428152 0.0033193409647611486 -0.003077586111050645 0.0034168799135002046 0.0036455137746639267 0.00050107424229881839 -0.0025454530076509238 -0.002075062266208628 -0.00030655425655967835 0.0023811756576736943 0.0029126938710008449 -0.0031847998831331576 -0.001186746423334136 0.0028751210521250664 -0.00011390860194676305
leaf_weight=1.5683406420284871 0.64490931108593841 2.4500082789454609 0.2310459390282632 1.6085421389434476 5.3024407207267314 1.178353601717389 0.97404028079472382 1.9889878883259362 1.2326045820955176 1.1349539570510394 1.518844264675862 4.3373050496447831 0.49495996907353434 3.4035655290354025 2.7148499561008066 1.2679621684364972 1.5151051632128649 0.51193525688722541 0.19084156304597844 0.16693455725908268 1.7807634156197307 0.81179526168853033 0.59059681172948097 3.9454143410548643 2.7355254876893018 1.4488409615587441 0.61891034804284473 1.0602913287002582 2.0175769063644093 2.2620050371624556
leaf_count=442 20 358 4 162 707 195 62 466 110 66 193 74 8 134 74 27 28 97 2 2 26 66 22 85 90 148 7 39 122 74
internal_value=0 -0.000507897 -0.000409618 -0.000273008 -0.000158299 -1.84791e-05 0.000867747 -0.00232969 9.10409e-05 0.000182705 -0.000214149 0.000272583 0.000855263 0.00248178 -0.00103542 -0.000275997 0.000762778 0.000534709 -0.00227334 -0.00268831 0.00179663 5.08241e-05 0.000321609 0.000560921 0.00158991 0.00114414 0.000774548 0.000388286 0.00080242 0.00129525
internal_weight=0 42.6817 41.1133 38.3056 36.697 34.477 9.02657 2.22003 33.2986 32.066 19.0399 13.7375 9.50379 3.89853 4.23369 5.60527 13.0261 11.8911 2.80778 2.61694 3.29587 8.59527 7.78347 7.27154 3.32612 8.38166 6.93282 5.95878 5.33987 4.27958
internal_count=3910 3438 2996 2634 2472 2002 472 470 1807 1697 1217 510 243 142 267 101 480 414 362 360 54 360 294 197 112 452 304 242 235 196
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=4 403 484 150 11 1213 160 151 475 1374 156 14 1455 457 1 0 38 52 0 47 39 9 51 2 48 15 133 457 0 2
split_gain=1.29849 1.06897 1.03253 1.10707 1.04582 1.12119 1.09953 0.83106 0.772833 0.634734 0.636711 0.655775 0.677961 0.686569 0.76994 1.43872 0.961557 0.770756 0.762834 0.740978 0.747844 0.888258 0.783376 0.767303 0.786118 0.75364 0.695281 0.705941 0.648633 0.621853
threshold=0.27020000000000005 -0.092224999999999988 -0.0043499999999999988 0.094545000000000018 0.080455000000000013 -1.0000000180025095e-35 -0.217635 -0.27336999999999995 -0.085719999999999977 0.098580000000000015 0.10691500000000002 0.08840000000000002 -1.0000000180025095e-35 0.53894500000000012 1.0000000180025095e-35 -0.084074999999999997 0.10386000000000002 0.071660000000000015 -0.083934999999999996 0.13206500000000002 0.085060000000000011 0.084755000000000011 0.12342500000000002 0.10433000000000002 0.085875000000000021 0.05377500000000001 0.086895000000000014 0.085130000000000025 -0.10462499999999998 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -2 -4 10 11 12 -8 14 15 26 17 19 -17 20 21 22 23 24 25 -16 29 -28 -27 -14
right_child=7 2 4 -5 -6 6 9 -9 -10 -11 -12 -13 13 -15 16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0033013268428992615 -0.0028186564503174818 -0.002899731239492873 0.0034624037171563636 0.001665154144701783 -0.0030206303553034128 -0.0020588566011556092 -0.0031675230358642124 0.0011605775172905777 -0.0031541936794865452 -0.0032216470292809785 -0.0029974610391503803 -0.0031233988840242582 0.0038856137088825 -0.0033110159584260838 0.0019055935439636473 0.0062163067451803129 -0.002271071028753035 0.0030036024759887326 0.00048008474707873777 -0.0020719938094771887 0.0032123717979089441 -0.0030888743090050591 -0.0027454973469236278 0.0032645224122013427 -0.0012885899624295023 0.0015025064555573386 -0.0016909989395833454 0.0036285018674409751 -0.0036373799377644677 -0.0033954798987961389
leaf_weight=1.4204335317481298 0.60330115165561338 3.0438491932582106 0.21030128002166759 0.69820535904727865 1.3919993404997502 2.5083478518063194 0.55639137467370758 8.0148169149178994 1.8381944402353829 0.56992325279861589 0.62669259135145594 0.57455128105357189 0.13340789079666837 0.50180169846862455 4.7784995958208913 0.25628399476408947 0.89650224056094963 2.1958277747035035 7.5163484169170252 0.83490458410233337 1.5747958682477481 0.59393759723752815 0.55301090143621046 1.6692454011645166 1.5160692997742442 0.50813040416687727 0.77116263355128445 0.40767895407043397 0.54288453806657322 2.0874114759499207
leaf_count=442 20 525 4 24 154 297 98 452 478 27 86 22 1 14 136 2 18 53 300 13 120 42 17 80 37 8 75 19 90 256
internal_value=0 -0.000514796 -0.000414225 -0.002048 -0.000242562 -0.000129564 1.97648e-05 0.000882016 -0.00247493 0.000195522 0.000262457 0.000334219 0.000405437 0.000478155 0.000549008 -0.000106741 0.00101672 0.00121632 0.000669223 0.000904141 0.00111585 0.000790952 0.0010318 0.00126351 0.000808796 0.00135426 -0.00188082 0.000148645 -0.00115242 -0.00295809
internal_weight=0 40.7768 39.3564 3.74205 35.6143 34.2223 32.1738 8.61812 2.0485 29.6655 29.0955 28.4688 27.8943 27.3379 26.8361 11.1723 15.6638 14.7673 7.77263 12.5715 11.7366 10.1618 9.56784 9.01483 7.34558 5.82951 3.39966 1.17884 1.05101 2.22082
internal_count=3910 3438 2996 549 2447 2293 1811 472 482 1514 1487 1401 1379 1281 1267 653 614 596 302 543 530 410 368 351 271 234 351 94 98 257
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=1 0 2 52 15 133 132 12 2 4 133 13 4 160 42 34 457 1429 133 158 457 38 122 14 49 483 151 2 1 15
split_gain=1.16324 0.894965 0.869473 0.829761 0.801579 0.834546 0.885849 0.876991 0.769782 0.990251 0.776533 0.759519 0.734329 0.667428 0.61736 0.616814 0.610464 0.697312 0.64276 0.640879 0.614988 0.663549 0.657084 0.693476 0.648877 0.689903 0.763272 0.61275 1.22924 0.779059
threshold=0.085835000000000009 -0.070894999999999986 0.14808000000000002 0.084240000000000023 0.085595000000000018 0.085355000000000014 0.079995000000000011 0.09112000000000002 0.084065000000000015 -0.0031049999999999997 -0.0056849999999999991 -0.082534999999999983 0.22584000000000001 -0.26821999999999996 0.091955000000000023 -0.083799999999999986 -0.0034949999999999994 -1.0000000180025095e-35 -0.26719999999999994 0.11034000000000001 0.41137000000000007 0.10386000000000002 0.09197000000000001 0.07802000000000002 -0.12164499999999999 0.10761000000000003 -0.52174999999999983 1.0000000180025095e-35 0.095575000000000007 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 5 6 13 -7 -1 -10 -11 -12 -6 -2 -3 -15 -17 -18 -19 20 21 22 23 24 -20 26 -26 28 -28 -30
right_child=2 14 -4 -5 12 7 -8 -9 9 10 11 -13 -14 15 -16 16 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00090975211057101046 -0.003865448846716565 0.00034655242539449667 0.0029534143646110012 -0.0038098247450865964 -0.0030183441196866131 0.0036128052682413482 0.0030080071102592315 -0.003004406618505841 -0.0037869618437459162 -0.0037875961357573258 0.0018327221621332907 -0.0025317559843917197 0.0016612954432020826 -0.0026175683003565675 -0.0020833432421440068 -0.0016765764475987098 -0.0032110860726335681 -0.0037035654785074631 -0.0022769369306845102 -0.0032526350545089506 -0.0015333403509325593 -0.0020122684939466798 -0.0028601453883774133 -0.0022003898046806625 -0.0039322762707503719 -0.0023747254819892045 -0.0030606171779216608 0.0029184774222443073 -0.00078631865776256126 0.0031102429606712639
leaf_weight=1.8011554800905303 0.65364657621831668 6.9229864581720886 1.4833420638460655 2.2217985059833154 2.0193748995661731 1.6919266523327672 1.3064399056602258 0.33345965039916325 2.2791024351026863 0.80518657912034575 1.7099607840646063 0.82072549220174518 0.60643381159752596 1.2150888796895944 1.8409439696697516 2.3209949008887802 0.72888963925654948 0.48756491788665712 0.56826269254090078 0.56697792955674309 1.4460093020461506 0.93758992198854763 0.52362412586808282 0.70200281776487905 0.29296761006118011 0.52392721339128989 0.80593610811035876 6.2588111800141633 0.98468585172668133 2.5925863035954535
leaf_count=133 52 246 140 799 402 152 79 19 555 118 83 100 8 39 166 84 84 29 20 44 29 23 9 9 14 21 75 278 32 68
internal_value=0 -0.00102635 0.00017202 -0.00181062 2.23583e-05 0.000228698 2.58905e-05 0.00252335 -0.00121168 -0.00189219 -0.000597659 0.000417281 -0.00193758 -0.000154398 -0.000163869 -3.86448e-05 0.000120093 0.000359479 0.000515405 0.000642355 0.000783588 0.00101968 0.00123418 0.00140261 0.00161291 0.00180581 0.00200611 0.00216959 0.00110025 0.00203767
internal_weight=0 18.4019 29.0505 9.63793 27.5672 24.9414 22.916 2.02539 7.41613 5.61498 3.33587 2.53069 2.62581 21.6096 8.76393 20.9559 19.7408 17.4198 16.6909 16.2034 15.6364 14.1904 13.2528 12.7292 12.0272 11.4589 10.935 10.642 4.38321 3.57727
internal_count=3910 2200 1710 1788 1570 1160 989 171 989 856 301 183 410 910 412 858 819 735 651 622 578 549 526 517 508 488 467 453 175 100
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=1 3 3 12 3 39 48 50 16 2 16 40 14 457 12 13 52 42 49 49 51 3 0 43 2 15 13 43 43 15
split_gain=4.27326 1.82163 1.95602 1.73773 1.54993 1.23766 1.4968 1.58246 1.77073 1.45845 1.28286 1.23347 1.10638 0.878817 0.918562 0.959666 0.937329 0.871252 0.771381 0.81004 0.899153 0.896358 1.12513 1.09684 0.765917 1.05059 0.781895 0.754421 1.15045 1.07217
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.041094999999999993 0.16699000000000003 0.15608500000000003 0.11930500000000001 0.11515000000000002 0.13514000000000004 0.11542500000000001 0.67964000000000013 0.34489500000000001 0.077685000000000018 -0.070739999999999983 0.11742500000000002 0.066010000000000013 0.11262000000000001 0.10056500000000002 -0.088329999999999978 1.0000000180025095e-35 0.08955500000000001 0.086245000000000016 -0.024394999999999997 -0.040589999999999994 0.11362000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 27 11 5 6 7 8 9 13 17 -2 24 -5 15 16 -15 -10 -4 20 21 23 -23 -20 25 -1 -27 28 29 -3
right_child=3 2 18 4 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013454212345036388 0.001182228466454997 -0.0016121272361350734 -0.0018867958854749047 -0.0017383087149322215 0.0016730774882773318 0.0018987787233162579 -0.0013366895402722422 -0.0019747426155753214 -0.0019654878240648785 0.0017517685458816202 0.0014915587807896127 -0.0020115162177655895 -0.0019231116662317142 0.00064673761660044712 -0.00098562167813754124 0.0020781840191005973 -0.0010673410599097797 0.00059704656617563454 0.00083082906632953968 -0.0013352818615174273 -0.001554098031983048 0.001365671016683021 -0.00050817870310423637 -0.0011157407419178588 0.001997031843744054 0.00057107433690266384 -0.0011011836625646459 -0.0017744133405233845 0.0011834919249439084 -9.2345480496158538e-05
leaf_weight=1.8330496856942771 8.0384897878393495 5.599089669296518 1.0607681171968568 0.78671325743199183 1.8699470199644554 1.0383275188505638 3.4833159605041137 1.3223869809880842 2.5058820436242968 2.5877907527610651 0.61597757693380106 0.45283569023013193 0.80125586711801577 5.7047256929799968 1.5857481616549201 1.279305253177881 1.4105862085707483 0.57902245502918948 1.5824997890740604 1.9394955621100951 1.1932792691513885 3.3187357885763049 1.7270069508813319 2.9188286759890625 0.9366439040750264 1.7544629187323146 2.2782918596640225 7.0455841808579889 0.81511654797941258 2.3304566550068557
leaf_count=45 367 615 26 14 85 32 71 78 189 83 14 8 72 125 26 25 60 10 24 82 32 42 37 94 10 42 60 1267 37 238
internal_value=0 -0.000652295 -0.000863898 0.000276885 2.49115e-05 -0.000109674 -0.000205067 9.41573e-06 0.000163254 0.000482613 -0.000989172 0.00101191 0.000169515 0.00017758 0.000328602 0.00057686 0.000306927 -0.00148451 -0.000344446 -0.000215416 -1.31904e-05 0.000179406 0.000724308 -0.000431399 0.000416004 0.000163547 -0.000373662 -0.00131592 -0.000946517 -0.00116547
internal_weight=0 37.1346 29.5309 33.2611 24.7697 22.8998 21.8615 18.3781 17.0558 13.3549 3.70088 8.49133 7.6037 10.7671 9.98037 8.39462 7.11531 3.0849 13.7406 12.6798 10.7404 9.54707 5.04574 4.50133 6.80245 5.8658 4.03275 15.7902 8.74466 7.92955
internal_count=3910 2723 2494 1187 812 727 695 624 546 333 213 375 229 250 236 210 185 199 337 311 229 197 79 118 157 147 102 2157 890 853
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 480 1213 12 453 475 159 42 0 0 376 1374 15 133 42 43 49 4 14 42 16 15 48 15 14 151 123
split_gain=1.13199 0.966222 0.957606 0.99787 0.980566 1.01398 0.745465 0.860513 0.680143 0.640567 0.740185 0.769082 0.825197 0.684647 0.774291 0.844358 0.815617 0.848038 0.75153 0.888539 0.911756 0.714095 0.670385 0.62068 0.617324 0.605569 0.593414 0.826313 0.592244 0.591658
threshold=0.27020000000000005 -0.092224999999999988 -1.0000000180025095e-35 0.080455000000000013 0.08456000000000001 -1.0000000180025095e-35 -0.071274999999999991 1.0000000180025095e-35 -0.085719999999999977 0.10856 -1.0000000180025095e-35 -0.017269999999999997 -0.10575999999999998 0.048375000000000008 0.09309000000000002 -0.095799999999999982 0.087330000000000019 0.084745000000000015 -0.099214999999999984 -0.091004999999999989 -0.49837999999999999 0.076450000000000004 0.10217500000000002 -0.27337499999999998 0.084565000000000015 -0.064549999999999982 -0.14487999999999998 -0.46879999999999994 -0.035524999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 8 -2 25 -4 10 11 12 -7 14 15 23 18 -18 -17 -20 -21 22 24 -12 -22 -8 27 -27 -3 -14
right_child=6 2 3 -5 -6 9 7 -9 -10 -11 13 -13 29 -15 -16 16 17 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0029794863503945852 0.0027318671368076496 0.00042072026118665284 0.0031077429663646122 -0.002706265857463125 -0.0030037027744102469 0.00082308041233363882 0.0030293862391879952 -0.003116178670222632 -0.0028124168342401751 -0.0020965312918785816 0.0016499121321018825 0.0013786614653682819 0.0031375627189199973 0.0019975890378425426 -0.0031464007847795124 0.0026023652675263281 0.00064739979865538445 -0.0029496830464605002 -0.0012952245055880445 -0.0029758172028929303 0.0015967489869057627 -0.0022701019515327906 -0.0019268941677216065 -0.0014880205006986141 -0.0011587388918816543 -0.0016936524472427102 -0.0016247409390800322 0.0014627059068790665 -0.0030287216318885288 -0.0026550314393253656
leaf_weight=1.2595429487992067 1.4002073097508398 0.57593884668313 0.18910399824380864 1.3586323156487186 1.0002750430721778 0.9873043494299053 0.83153967466205347 0.56708905985578884 1.6089095543138672 1.1227954594651226 0.66597569128498468 1.0312496842816532 0.16328509524464685 2.0973879555240265 0.57591545768082042 1.8413851435761959 1.2071430464275175 1.0853516749339176 1.8760566834826082 0.50935396272689537 9.6251797896111189 0.5348244449123748 0.55862240376882333 3.1468116738833549 0.76533314015250731 0.91232597455382336 1.0904749496839929 3.489408286754041 1.7613418888067816 2.6345439478754997
leaf_count=442 184 41 4 162 203 37 58 20 458 110 12 21 3 108 34 49 67 195 74 46 338 20 36 169 81 25 46 139 321 407
internal_value=0 -0.000436166 -0.000349406 -0.00022578 -0.000124354 -3.49823e-05 0.000767594 0.000368457 -0.00218977 9.23436e-05 0.000176206 -0.000882011 -0.00149793 0.000384329 0.00023322 0.000322437 0.000589784 -0.00105559 0.000829875 0.000594548 0.000890156 0.00106163 0.00122437 -0.000939921 0.00139379 0.000680946 0.000325384 0.000808503 -0.00217873 -0.00231697
internal_weight=0 38.1823 36.9227 34.5854 33.2268 32.2265 8.29105 6.89084 1.79801 30.4285 29.3057 4.81638 3.78513 24.4893 22.392 21.816 18.0033 2.29249 15.7108 13.8694 11.9933 11.484 10.9491 3.81279 10.3905 6.32375 5.49221 4.40173 2.33728 2.79783
internal_count=3910 3438 2996 2634 2472 2269 472 288 462 1807 1697 468 447 1229 1121 1087 906 262 644 595 521 475 455 181 419 268 210 164 362 410
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 14 132 151 9 160 50 133 133 0 0 13 0 3 3 2 2 48 1429 16 16 16 0 376 42 151
split_gain=4.97411 2.83466 1.76376 1.75753 1.61126 1.32886 1.4099 1.38944 1.37344 1.27366 1.2218 1.10931 2.68537 1.08234 1.52393 1.03771 1.4831 0.9101 1.29811 0.884486 1.23065 1.47782 0.864646 1.05613 1.18414 0.849689 0.779353 0.882067 0.997022 0.79763
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.072894999999999988 0.088250000000000009 0.080815000000000012 -0.051109999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11901000000000002 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.069414999999999991 -0.089899999999999994 -0.16128999999999996 -0.074234999999999982 -0.075679999999999983 0.092340000000000019 -0.013084999999999998 0.085875000000000021 0.084965000000000013 -0.17157499999999998 -0.30307999999999996 0.25185000000000007 -0.230625 0.048695000000000009 -0.089024999999999979 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 7 19 -9 -3 -4 12 13 22 -15 16 -10 18 25 20 -1 -22 23 24 -6 -16 29 -28 -29 -17
right_child=2 3 10 -5 11 -7 -8 8 15 -11 -12 -13 -14 14 17 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0018902213313700216 -0.0016724606432673777 -0.0015959207426406246 0.0011333598217710139 0.00042385065621701207 -0.001896540737191638 -0.0020224648250005946 0.0012700901956973266 0.0015465436973973758 -0.0017808368729227964 0.00044264664127456306 -0.0011783278841075873 -0.0018051589000429387 0.0026914008253992542 0.0021156717946798427 -0.00016201400021011701 -0.00064232867865607747 0.00097119677249416078 -0.0019722230095986699 0.0024051400933790888 0.0013684045485142988 0.0010033300889932832 -0.001879887890937567 0.0011896326645357308 -0.0018028081897831197 0.00053609326473925327 -0.0018658141193756326 -0.0010598580461452204 -0.0011725931299144637 0.0011815885960060858 0.0011294340617328529
leaf_weight=0.83298069424927268 0.91269042063504358 1.3672963376156984 10.472716769669201 3.2548403125256291 1.1649622740224006 1.1626128423959006 2.5326701635494819 1.1918144356459475 0.82876705937087569 4.0299902483820906 0.8213310185819872 6.7753581409342578 0.65236641466617484 0.66545741353183974 3.0540974256582549 1.9693347429856776 3.0635504964739146 1.6163591030053854 0.49616791075095612 2.832220567855984 1.0145779084414308 1.4223762229084966 0.41222406690940339 8.9480274394154531 1.5579800298437483 1.4322514757513998 11.531369127798802 1.0672281049191954 1.3666189927607781 1.4843736588954923
leaf_count=36 20 75 388 31 50 27 64 33 10 97 18 940 17 20 62 43 83 79 7 81 12 33 19 1180 21 134 277 12 28 13
internal_value=0 -0.000497684 0.000768028 -0.000854213 -0.000983513 -0.000106641 -3.51084e-05 -0.000150669 -0.000360134 -7.37843e-05 0.000965248 -0.00116689 -0.000950669 -0.00107347 -0.00051673 -0.000466763 0.000385223 -0.000782192 -0.000396139 0.000621779 -2.49037e-05 -0.000679517 -0.00140818 -0.00149994 -0.000504666 -0.000705946 -0.000657142 -0.000849128 0.000149293 0.000119159
internal_weight=0 67.7279 12.2067 35.4274 32.1725 32.3005 31.1379 28.6052 22.5031 5.39729 11.294 26.7753 19.9999 19.3475 7.26433 21.3112 3.89232 6.59888 4.98252 6.10216 3.26993 2.43695 12.0832 11.671 2.72294 4.48635 17.4189 13.9652 2.43385 3.45371
internal_count=3910 3484 426 2732 2701 752 725 661 499 172 406 2529 1589 1572 302 466 93 282 203 162 81 45 1270 1251 71 196 373 317 40 56
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=484 1213 1 14 51 150 160 42 132 48 1425 15 15 133 457 457 1455 39 106 124 16 13 42 15 1 49 2 123 475 1375
split_gain=1.07978 1.06073 1.09379 1.19002 1.06862 0.8495 0.841266 0.869379 0.995578 0.882742 0.838113 0.984422 1.05454 0.943869 0.859039 0.86506 0.806262 0.758229 0.66955 0.707396 0.708065 0.630496 0.889158 0.613725 0.679549 0.978682 0.655921 0.594325 0.593476 0.569577
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -0.40274499999999996 0.094545000000000018 -0.40446999999999994 -1.0000000180025095e-35 0.080815000000000012 0.12862000000000004 1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.10681500000000001 -0.0034949999999999994 -0.14941999999999997 -1.0000000180025095e-35 0.14126000000000002 0.092305000000000012 -1.0000000180025095e-35 -0.50763499999999995 0.24813000000000004 -0.11403999999999999 -0.14097499999999996 0.10471000000000001 -0.10837499999999999 -0.048654999999999997 0.08456000000000001 -0.086004999999999984 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 28 3 6 -4 27 -3 8 21 10 11 -9 -13 14 15 -14 -16 -15 19 -18 -21 -8 -23 -22 25 -25 -27 -1 -2 -28
right_child=1 2 4 -5 -6 -7 7 9 -10 -11 -12 12 13 17 16 -17 18 -19 -20 20 23 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.0028900014465568211 0.0034167285937048032 -0.0024201714227317433 -0.003451001876006797 -0.0032315913743255604 0.0026504480772153952 0.0015841911095146888 -0.0028590890124085828 0.0028016886127469713 0.0015554920077411472 -0.0020280274905636795 -0.0040039779384545811 -0.0028025578584372104 0.001712592507701956 -0.0033882688424588755 -0.0031408630898841897 -0.0025374880720165521 0.0033347733359494615 0.0037996557558374103 -0.0027667155560359663 0.002660341883526594 -0.003647846179056603 -0.0032266048600154262 0.0022715396932039647 -0.0026588682958218488 0.0022633794678302769 -0.0029497683398244665 -0.0020080150314214749 0.0030108263339057384 -0.0028056001855928268 0.0010532172259398159
leaf_weight=3.0879924999317154 0.17707610130310092 1.471492435899562 0.34485206101089749 1.2594796173507337 2.6143694308120748 0.63086629752069701 2.601069772499613 1.8761598311830336 1.1141889975406227 1.6127953957766283 0.44061314687132735 1.0744987302459801 0.73921694187447462 1.0303364751161996 0.51963249477560225 1.6271637332393023 1.3567163799889694 0.18350247154012311 0.49601652845740218 2.123435057699699 0.34396051988007492 0.54278998461086303 0.73481454141437985 0.99599435203709852 2.6205398127203798 0.49920466169716604 0.68700504396113338 0.19245140952989448 2.0026790873380369 10.575683292001342
leaf_count=576 4 256 9 81 201 24 454 126 125 64 72 29 33 187 81 98 106 3 5 80 24 27 29 47 115 41 12 12 561 428
internal_value=0 -8.77138e-05 3.44196e-05 -0.000119916 0.00193942 -0.001878 -8.78917e-06 9.62055e-05 -0.00115881 0.000313761 0.000452667 0.000526078 0.000354429 0.000496967 0.000647381 -0.00120984 0.000864754 -0.00230163 0.000970419 0.00106695 0.000894542 -0.00193852 -6.43457e-05 0.000656057 0.00075232 0.00044194 0.000704516 -0.00254382 -0.00230012 0.000866487
internal_weight=0 41.6653 39.4855 36.5263 2.95922 3.91131 35.2668 33.7953 4.99286 28.8025 27.1897 26.7491 24.8729 23.7984 22.5846 2.36638 20.2182 1.21384 19.6986 19.2025 17.8458 3.87867 1.2776 15.7224 15.3784 12.7579 11.7619 3.28044 2.17976 11.2627
internal_count=3910 3298 2733 2523 210 612 2442 2186 635 1551 1487 1415 1289 1260 1070 131 939 190 858 853 747 510 56 667 643 528 481 588 565 440
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=1 0 2 0 4 48 482 150 31 1374 1374 106 12 124 2 43 13 48 12 13 43 4 133 52 43 13 484 160 403 155
split_gain=0.970879 0.785081 0.78386 0.727683 0.714862 0.6996 0.686732 0.645309 1.01857 0.660285 0.835371 0.82997 0.656953 0.618371 0.604866 0.590586 0.792352 0.633581 0.641519 0.606434 0.527123 0.499066 0.748524 0.719258 0.489692 0.475139 0.469417 0.494986 0.526577 0.582262
threshold=0.085835000000000009 -0.084074999999999997 0.14808000000000002 -0.083934999999999996 0.51224500000000017 0.086065000000000016 0.092060000000000017 0.077110000000000012 -1.0000000180025095e-35 -0.094679999999999986 0.09309000000000002 0.092305000000000012 0.11878500000000002 0.51367000000000018 0.080080000000000012 -0.18906999999999999 -0.10241499999999999 -0.36174999999999996 -0.083349999999999994 0.17936000000000002 -0.27619499999999997 0.0021050000000000005 0.077945 0.048695000000000009 -0.52334499999999984 -0.13934999999999997 -0.0043499999999999988 -0.24498999999999996 -1.0000000180025095e-35 0.087240000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 4 -3 6 15 7 8 -2 -9 11 12 -11 20 -1 19 -17 -18 -19 -5 -10 -16 -23 -24 -21 -7 -22 -28 -29 -30
right_child=2 3 -4 5 -6 25 -8 9 13 10 -12 -13 -14 -15 21 16 17 18 -20 24 26 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00080957230576902928 0.0039693043122405779 0.0054802657886902362 0.0027933004723537896 0.0031481228626887856 0.0030295006529274279 -0.0024015698867140781 -0.0034435848135646149 -0.0013407587469300873 -0.0037835120413872133 0.0026941700859087789 -0.0030650287878890964 -0.0025176211743601273 -0.0014121300833569305 0.0036850823727315987 -0.0032878158269587314 0.0004438629435420404 0.004494044951027008 0.0029550700456762937 -0.002895832215252349 0.0013987917489201545 -0.0028133482874331595 -0.0030568357218279637 0.0020193451491926275 -0.0037111304716697427 -0.0037514195523713511 0.0021700757215256761 -0.0036413411477971458 -0.003265104633346551 0.00013353292471294154 -0.0033674738760659799
leaf_weight=0.92770733579527842 0.65077308751644203 0.26677804731298138 1.3605705166701216 0.81018849008250782 0.96104931808076699 0.34269882459193501 0.74063600902445514 1.350248377304524 0.65321772336029305 4.4085392758715889 0.4824315255973487 0.50736010633409012 0.54978029616177071 0.42020903062075454 2.9659055882366374 1.9600563687272341 0.16695724427699854 0.25018524099141126 3.9031896224478326 0.48816021427046508 1.048903851071384 1.4055800609057771 1.0854025703156365 0.36796255421359081 0.44076613872312009 1.7007975155720476 0.55096565966960298 0.67245037062094226 11.631616608006844 0.62819236284121949
leaf_count=56 39 10 140 19 130 7 75 28 35 217 21 6 6 5 764 31 1 9 827 14 124 179 76 64 51 92 80 159 518 127
internal_value=0 -0.00090762 0.000174374 -0.000293674 3.32916e-05 -0.000446746 -8.52293e-05 2.03683e-05 -0.000372462 0.000895356 0.00140296 0.00179733 0.00223886 -0.000553519 -0.00184681 -0.000918193 -0.00142401 -0.00227144 -0.00254339 0.000908456 -0.00067081 -0.00226988 -0.00121387 0.000568505 -0.00104493 0.0014034 -0.000530894 -0.000353335 -0.000213253 -4.58586e-05
internal_weight=0 17.0823 26.6169 10.3298 25.2564 10.063 24.2953 23.5547 16.2563 7.29836 5.94811 5.46568 4.95832 15.6056 6.75256 8.0195 6.28039 4.32033 4.15337 1.73911 15.1853 5.82485 2.85895 1.45337 0.928926 2.0435 14.5321 13.4832 12.9323 12.2598
internal_count=3910 2200 1710 1061 1570 1051 1440 1365 1087 278 250 229 223 1048 1139 952 868 837 836 84 1043 1083 319 140 65 99 1008 884 804 645
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 3 3 12 3 40 39 16 47 50 16 14 3 48 2 42 15 151 128 15 15 2 13 457 15 150 3 160 475 40
split_gain=4.84461 2.17479 2.3649 1.92187 1.70366 1.39029 1.21606 1.57665 1.57639 1.67176 1.40108 1.15521 1.15281 1.1428 1.21426 1.19455 1.02617 1.16156 0.990163 0.92545 0.909896 1.10379 1.44065 0.83642 0.948779 1.0964 0.975665 0.901061 0.79066 0.704319
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.041094999999999993 0.16699000000000003 0.34489500000000001 0.15608500000000003 0.062650000000000025 0.092645000000000019 0.11551000000000002 0.67964000000000013 0.077685000000000018 -0.10315499999999998 0.12862000000000004 0.11500500000000001 -0.097204999999999986 -0.008624999999999999 -0.0074049999999999993 0.092725000000000016 -0.091024999999999981 -1.0000000180025095e-35 0.11085000000000002 -1.0000000180025095e-35 0.09112000000000002 0.024640000000000006 0.088040000000000021 -0.077584999999999987 -0.078874999999999987 -0.071179999999999979 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 5 6 18 7 8 9 13 -9 20 -10 14 15 -5 17 19 29 -4 -1 22 -22 24 25 27 -26 -17 -18 -2
right_child=3 2 16 4 -6 -7 -8 10 12 -11 -12 -13 -14 -15 -16 23 28 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012444840533223005 0.00075005722813965283 -0.0012875446229678952 0.00041159615437088583 -0.0017337827121403006 0.0014579544904507857 -0.0018861485957533831 0.0016045941972109624 -0.0014223766028853989 0.00043131311790941461 -0.0018444036350925316 0.0012464544919451417 -0.0017762695885889586 -0.0013121750090261041 -0.0013907364704617885 0.0017632245023727446 -9.8429431183347981e-05 0.0010513800873923249 -0.0016080003811253833 -0.0013554926118739554 -0.0013460772094346575 0.00052732975373229705 0.0013360386921856524 -0.0014744283816000277 0.0015510018567328272 0.00074190370547621068 -0.00062129134750828446 -0.0019178016850798208 0.0017690746602486607 -0.00024046792844051242 0.0017775110967403827
leaf_weight=2.2485890490934253 4.9865458803251368 18.789328673388809 2.5471174772828822 0.76821975409984844 2.0981383835896841 0.52580876648426134 1.1147095998749126 4.6966912643983951 1.6216666772961614 1.0184145686216641 0.68100204225629557 0.89433272695168842 3.91494689695537 0.9233803693205126 2.2607257347553977 1.1648318991065068 1.8327741669490931 3.3248590524308383 0.49906256981194097 1.405532108619808 2.1504640881903465 1.3102295417338607 2.198378091678022 1.8913690634071825 0.69123255927115668 1.4971067262813447 1.051228628028184 2.3718689288944019 6.5589173347689194 3.3878339575603569
leaf_count=48 200 2157 34 10 85 8 32 233 19 51 14 72 93 10 77 22 33 116 10 31 41 12 56 34 18 22 49 43 123 157
internal_value=0 -0.000674504 -0.000871549 0.000181501 -4.85644e-05 0.000861119 -0.000171712 -0.000252358 -1.90059e-05 0.000298658 -0.00108441 9.69016e-05 -0.00080151 0.0004716 0.000618621 0.000344387 -0.000372719 -0.000850558 0.00102391 -0.000213419 0.000308752 -6.30545e-05 -0.000484577 0.000528577 0.000243202 0.000626011 -0.000862699 0.001154 4.16761e-05 0.00116571
internal_weight=0 43.2605 34.4585 37.1648 27.7655 9.39925 25.6674 24.5527 19.175 13.6384 5.37769 8.80199 5.53661 12.62 11.6966 9.43586 15.6692 7.27751 8.87344 3.95265 7.90766 5.65907 4.34884 8.66764 6.77627 5.03381 1.74246 3.5367 8.39169 8.37438
internal_count=3910 2723 2494 1187 812 375 727 695 448 336 247 229 112 285 275 198 337 181 367 65 157 109 97 188 154 87 67 65 156 357
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=484 1212 1 14 51 123 130 133 48 133 147 123 132 42 160 52 454 34 474 158 49 42 1 3 4 15 1 1374 160 4
split_gain=0.951449 0.928156 0.980867 1.05719 0.91574 0.834542 0.948557 0.798616 0.842704 0.797371 0.736464 0.750542 0.702577 0.839085 0.903396 0.979563 0.677023 0.657848 0.650436 0.581765 0.617585 0.919451 0.817582 0.962938 0.750082 0.631195 0.632278 1.21227 0.878814 0.865458
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -0.40274499999999996 1.0000000180025095e-35 0.079100000000000018 0.10681500000000001 0.12675000000000003 -0.088724999999999984 0.10058000000000002 0.08456000000000001 0.080815000000000012 -1.0000000180025095e-35 -0.098319999999999991 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085745000000000002 -0.085974999999999982 0.11377500000000002 0.10521500000000002 -0.100615 0.053925000000000008 -0.12507499999999996 0.095575000000000007 -0.094679999999999986 0.08234000000000001 -0.012149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 5 -4 6 7 8 12 -7 11 -1 13 -3 -15 -16 -17 -18 -19 20 22 24 23 -20 25 -22 27 -27 29 -29
right_child=1 2 4 -5 -6 9 -8 -9 -10 -11 -12 -13 -14 14 15 16 17 18 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0024534767795641376 -0.0030370443762920479 -0.0017613494393031684 -0.0031483281882466203 -0.0029050752318880552 0.0023431883227597906 -0.002807786402499676 -0.0028619471699273323 -0.0023988785994664814 -0.0021684223669771021 0.0016881997810423279 0.0033070484683488358 0.0028341099068156998 0.0018213617276588265 -0.0018148940137138172 -0.003016838628266428 -0.0029347687046457731 -0.0017202167932770249 -0.004008294832129505 0.0013727710263956988 -0.0014645470529572936 -0.0027999702975907387 -0.0028113753369927094 0.0024875702581770983 -0.003050330953804616 0.0024420911308314095 -0.0034236277581603703 0.0025477153813273342 0.00090322454639638647 0.0029649369800531797 -0.0024432660137183974
leaf_weight=3.1096192841650918 0.92574760166462411 2.2378423821646818 0.30710496380925212 1.1939760779496271 2.432441533310338 0.39265118329785753 1.1610403670929361 1.2982906099641685 1.516528041800483 3.6191279652994117 0.24798998981714238 0.26131629664450873 2.0325933806598178 1.8993596183136272 0.75001435203013045 0.51039926742671937 1.0716084854211967 0.26021978002975998 0.69379817508161079 0.99431679875124146 0.40572592685932818 0.5119674520101406 0.63158213859423984 1.2177639324218275 3.6630499709863225 0.6089038564823851 1.9394806968048213 4.9741880056681316 1.5693330378271637 0.80646311142462579
leaf_count=593 273 335 9 85 201 21 344 313 57 232 3 16 117 286 226 27 50 12 10 59 22 22 17 59 125 39 60 187 26 84
internal_value=0 -7.17869e-05 -8.54201e-07 -0.000132531 0.00172759 -3.7314e-05 -0.000204998 -0.000100758 4.68911e-06 0.00124816 -0.00167692 -0.00204358 0.000127757 -1.13528e-05 0.000162638 0.000344892 0.000471856 0.000561721 0.000695516 0.000763455 0.000893598 0.00113281 -0.000468338 -0.00144497 0.00127739 0.000863341 0.0010135 0.000639627 0.000976244 0.000436353
internal_weight=0 39.6255 38.6998 35.9602 2.73955 34.7662 30.7545 29.5934 28.2951 4.01178 3.61893 3.37094 26.7786 24.746 22.5082 20.6088 19.8588 19.3484 18.2768 18.0166 17.0223 14.4791 2.54314 1.91156 13.9671 10.3041 9.89837 7.95889 7.34998 5.78065
internal_count=3910 3298 3025 2815 210 2730 2477 2133 1820 253 612 609 1763 1646 1311 1025 799 772 722 710 651 565 86 69 543 418 396 336 297 271
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=4 12 3 151 14 132 49 160 133 133 0 0 43 376 133 1373 42 3 150 150 50 1374 13 1429 16 16 52 2 457 8
split_gain=3.09679 2.3882 1.54529 1.40116 1.32149 1.48805 1.18707 1.24828 1.22262 1.61362 1.25 1.45391 1.3828 1.15498 1.13929 1.19322 1.09613 1.0448 1.04451 1.01054 0.97946 0.948546 0.921268 0.826762 0.980911 1.0792 0.815693 0.795235 0.794264 0.74761
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 -0.27336999999999995 0.077685000000000018 0.080815000000000012 -0.081629999999999994 -1.0000000180025095e-35 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.053834999999999994 -0.072649999999999978 0.048375000000000008 -0.069944999999999993 0.089210000000000025 -0.089024999999999979 -0.115685 0.083205000000000015 -0.07009 0.11901000000000002 -0.094679999999999986 -0.10241499999999999 0.084965000000000013 -0.17157499999999998 -0.30307999999999996 -1.0000000180025095e-35 -0.13811499999999996 -0.068264999999999978 0.088630000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -3 9 10 23 12 -12 14 -1 18 -15 26 19 -16 27 -20 -21 24 25 -8 -13 29 -29 -5
right_child=3 2 -4 20 -6 -7 8 -9 -10 -11 11 17 -14 16 15 -17 -18 -19 21 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017845833112766294 -0.0015326931793908463 -0.0017496116184166318 0.00045105775523883999 -0.00053448933115869712 -0.0016252260324804667 0.0013745293727534026 -0.0017403071337400596 0.00049125276240368334 -0.001675294125587029 0.0018519743869510944 0.0013405491437965228 -0.00097167352213503751 -0.0017239673031704485 -0.00071879981903873148 0.00092967365987597309 -0.0018899213585331675 0.0012008893679631961 -0.0017629817138638513 -0.00046873773931166928 0.00053259796778129683 -0.0010454012334115944 0.0011217303369173912 -0.00072042773860934485 0.0012069335970175245 -0.0016310883986603085 0.00061203742557860942 0.0010736691847408309 -0.00031198330601769827 0.0015302384752760979 0.0013336916409563769
leaf_weight=1.2686874298378956 0.78968374151736398 0.90604989323765028 2.9392319833859792 1.589705934748052 1.3957755011506368 2.2354944995604447 0.95089788292534683 3.2146994867362144 5.5338713491801164 0.64443893521092732 2.0098525048233573 1.3187710249330851 0.52882933360524464 1.1348544871434567 1.6730619887821525 1.0366820404306043 3.3197279693558803 2.0910577340982845 1.5494640683755276 2.0660592219792422 0.7478617653250702 3.4186545563861719 8.6684603719040521 0.37732919538393694 7.5049269364681077 1.3304257595446047 0.95653542224317778 0.76082802377641012 5.3084641331806779 0.98738501546904434
leaf_count=60 20 58 31 29 45 59 50 81 951 17 59 87 61 19 38 19 116 89 23 39 18 84 250 19 1196 21 12 15 307 37
internal_value=0 -0.000383496 -0.000710804 0.0006246 -2.62483e-05 5.83826e-05 -0.000835586 -1.45736e-06 -0.000983443 -0.000767297 -0.000866189 -0.000312567 0.000702184 -6.35216e-05 -0.000239013 -0.000132517 0.000711827 -0.000902561 -2.76652e-05 -0.000289276 0.000805942 0.000625693 -0.000479259 -0.00124232 -0.00133675 -0.000368463 -0.000111815 0.000966073 0.0012993 0.000181284
internal_weight=0 58.0738 30.3069 10.1839 27.7669 26.3711 27.3677 4.12075 23.2469 17.7131 17.0686 6.90505 2.53868 24.1357 19.6811 18.4124 4.45458 4.36636 17.3757 12.4076 9.39424 4.96812 10.7345 10.1636 9.78625 2.28132 2.27531 8.64638 6.06929 2.57709
internal_count=3910 3484 2732 426 752 707 2701 139 2562 1611 1594 308 120 648 513 453 135 188 434 327 406 107 289 1286 1267 71 99 388 322 66
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=1 12 484 3 3 3 39 47 4 50 48 2 11 474 4 4 48 51 457 42 160 42 43 132 13 48 13 2 2 376
split_gain=3.04833 1.59127 1.52113 1.38181 1.89141 1.27789 1.1341 1.23083 1.5893 1.67384 1.05569 1.44603 1.04203 0.985883 0.943654 1.44845 1.13933 0.850223 1.19032 0.83283 0.875718 1.06717 1.26745 0.915923 1.2258 0.723575 0.723004 1.31744 0.886902 0.636891
threshold=0.094485000000000013 -0.041094999999999993 -0.0043499999999999988 -0.115685 -0.032959999999999996 0.16699000000000003 0.15608500000000003 0.11603500000000001 -0.17479499999999998 0.11515000000000002 0.12862000000000004 0.09580000000000001 0.080455000000000013 0.084655000000000022 0.26790000000000008 -0.00027999999999999998 0.091185000000000002 -0.07742499999999998 -0.070739999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 0.093105000000000007 0.14810000000000004 0.083775000000000002 0.10153000000000002 0.11085000000000002 0.086130000000000012 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 12 19 6 7 8 -3 10 11 -10 25 29 15 -2 -17 -13 -19 -5 -21 22 -22 24 -23 26 28 -28 -4 -6
right_child=1 5 3 4 13 -7 -8 -9 9 -11 -12 17 -14 -15 -16 16 -18 18 -20 20 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0019752129241462271 0.0014453312083129795 -0.0021584246233542739 -0.00030039917081410615 -0.0020955248707440533 -0.00062187700224584789 0.0017237844977272964 0.0020529605669424391 -0.0013312099016699686 -0.00012365011792415752 -0.0021612518970054498 -0.0017017553459696879 -0.00070654687991543246 -0.0016487069196286759 0.0012700815802668089 0.002120438443600348 -0.001931766052187599 0.0011262431642071662 -0.00051695819450034214 0.0019899423142732313 -0.0020862079247262449 -0.0021217064565612811 -0.0020945263839102454 0.0013678522659279603 0.0020372689652758715 0.00055111496110720316 0.0019713594846481226 -0.0021840424313525103 0.0011925615107964552 0.0019946286506324824 0.00070660066895080658
leaf_weight=3.3020292653236529 3.2305707861669362 1.368580106413005 1.3632737412117415 3.8258640926796952 9.0299428850412351 1.6479265759699036 0.9423572514206161 3.7568129361607125 7.1629210899118299 1.2188642101827998 0.987577950581909 0.83287799963727582 1.0119109470397232 1.7580438973382122 2.4136334452778101 1.3236431819386809 0.85379759781062592 0.98651832900941361 4.430433701723814 2.1780555297154924 0.58549418253824148 3.1021977833006531 1.8270687810145307 0.34641126170754422 0.98227461660280813 1.3116786088794468 1.1263356453273448 0.87436772324144829 1.5138552575372157 1.8527489276602853
leaf_count=485 127 115 37 763 216 85 32 107 217 74 15 21 61 39 197 26 25 11 135 364 32 513 72 7 19 18 36 9 22 30
internal_value=0 0.00024166 -0.000640154 -0.000505298 -0.000730859 -2.8392e-05 -0.000161535 -0.000262132 -2.57073e-05 0.000161165 0.000357738 0.000509378 0.000293035 -0.000164033 0.00104733 0.00056839 -0.000732688 0.00123489 0.00153339 -0.00128857 -0.000946352 -0.000583572 0.000520987 -0.00118499 -0.00145828 0.000610487 0.00024454 -0.000708365 0.000907173 -0.000395707
internal_weight=0 31.1565 35.9916 32.6895 25.4881 23.3349 21.6869 20.7446 16.9878 15.6192 14.4003 13.4128 7.20142 12.6407 7.82165 5.40801 2.17744 6.24983 5.41695 12.8474 9.0215 6.84345 2.41256 4.43088 4.08447 6.18951 4.87783 2.0007 2.87713 10.8827
internal_count=3910 1187 2723 2238 2055 812 727 695 588 473 399 384 183 285 375 178 51 167 146 1770 1007 643 104 539 532 122 104 45 59 246
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=1 484 42 123 42 0 13 13 39 3 1186 48 4 2 3 51 2 160 52 52 157 9 16 15 0 51 448 46 122 50
split_gain=0.952822 0.77244 0.8545 0.795743 0.78223 0.885664 0.836342 0.815682 0.741612 0.903697 0.702225 0.69271 0.92207 1.07486 0.846457 0.654901 0.62231 0.603541 0.68982 0.626237 0.596909 0.581423 0.658496 0.780271 0.623121 0.705795 0.575163 0.657051 0.635083 0.534848
threshold=0.085835000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091310000000000016 0.091955000000000023 -0.084074999999999997 0.41346500000000003 -0.5337599999999999 0.005105000000000001 0.31335500000000011 0.084100000000000022 0.12675000000000003 -0.23071499999999998 0.089910000000000004 -0.17479499999999998 -0.40274499999999996 0.08400500000000001 -0.082109999999999975 0.078330000000000025 -0.10201499999999998 -1.0000000180025095e-35 -0.016839999999999997 -0.17157499999999998 -0.11739999999999999 -1.0000000180025095e-35 -0.0084849999999999978 -0.06977499999999999 0.092020000000000005 0.089350000000000013 0.095955000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 17 -6 -7 9 10 11 12 -2 14 -14 -10 -9 -4 19 -19 -18 -16 23 -23 25 -24 -17 28 -28 -15
right_child=8 2 4 -5 6 7 -8 16 15 -11 -12 -13 13 29 21 26 20 18 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033719174092443774 -0.0034498363450038987 -0.0030664106010818352 -0.0034145421061077775 0.0021667439996138024 -0.0027750949993019668 -0.0038173966951998779 0.004525498311437566 -0.00372688687679254 -0.0034961231404682987 0.0029088413930129903 0.003380865314310377 -0.0022853800518034396 0.0030770842344435773 0.0012870538250923651 0.0041538184784507964 -0.0020741705933285952 -0.0017883219401452564 -0.0034361859255718414 -0.0035002238602959029 0.00098231839099746578 0.0018109883635695505 -0.0019972375153790457 -0.00059077397465161262 0.0014659042180229314 0.0034956624433732488 -0.0031977557292382458 0.0025892370116541432 -0.0021454406595373707 -0.0012303379440457213 -0.0019991675757068694
leaf_weight=1.2601711053866917 0.91830392950215767 2.3605707030510543 0.9573543475707974 0.37707004789262999 1.9663476098794501 0.38607769086956967 0.19279965758323658 0.27332014450802944 0.31441344507038582 1.0335694274399418 0.5624337705085044 1.9765432686544944 0.59858206589707208 6.2423322956310576 0.23432385642082465 0.47128097037784744 0.57442642748355854 0.42302623786963467 0.6555739854229613 2.3687098115915455 5.0316874448908493 1.2318351771682503 1.911797374137685 1.7798020124901164 0.2268943581729771 2.9630428295349702 4.1991231036372474 0.43581044301390637 0.55101650021970261 0.60817567189224053
leaf_count=438 137 718 193 11 334 4 1 8 10 122 27 68 20 219 4 13 67 53 118 98 157 21 142 39 6 508 326 11 12 25
internal_value=0 -0.000852948 -0.000649033 -0.00234562 -0.000287 8.45601e-05 -0.00212319 0.000892604 0.000166671 -0.00013832 -0.000301893 -0.000412708 -0.000191266 -1.83775e-06 -0.000765391 0.00120282 0.00120189 -0.00106486 -0.000412329 0.000312791 0.00144219 -0.00104092 -0.00119095 4.93924e-05 -0.00192315 -0.00217536 0.00146398 0.00178551 0.00214617 0.000995309
internal_weight=0 16.8271 15.567 2.73764 12.8293 10.6702 2.15915 6.26551 26.2593 20.2876 19.2541 18.6916 16.7151 15.7968 8.94628 5.97164 5.87943 4.40466 3.44731 2.79174 5.60611 8.3477 8.11337 3.01164 5.10173 4.87484 5.65723 5.18595 4.75014 6.85051
internal_count=3910 2200 1762 729 1033 698 335 236 1710 1338 1216 1189 1121 984 740 372 232 462 269 151 224 720 716 60 656 650 362 349 338 244
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=1 3 3 12 40 3 453 50 4 2 48 11 133 133 47 49 51 474 4 4 150 0 49 1 0 1 43 43 15 42
split_gain=4.09356 1.81474 2.71441 1.56093 1.65578 1.14041 1.0855 1.10603 1.45572 1.30949 1.28726 0.996391 0.968067 1.09895 1.08739 0.926384 0.883328 1.12034 0.90819 1.17736 0.882042 0.880087 0.846032 0.844543 0.821842 0.770618 0.736978 0.921457 0.814955 1.00996
threshold=0.10113500000000002 -0.115685 -0.040669999999999991 -0.071274999999999991 0.34489500000000001 0.31335500000000011 1.0000000180025095e-35 0.11515000000000002 -0.17479499999999998 0.114165 0.12370000000000002 0.081130000000000022 0.10681500000000001 0.085835000000000009 0.09252500000000001 -0.083359999999999976 -0.10145999999999998 0.084655000000000022 0.0057500000000000008 -0.0017649999999999999 0.083295000000000022 -0.060094999999999989 0.14121000000000003 0.079355000000000023 -0.11524 0.10688500000000002 -0.078454999999999983 -0.078644999999999979 0.041585000000000004 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 24 4 -2 6 7 8 -5 25 -11 20 13 14 15 -4 -17 18 19 -18 21 -1 -9 -20 -3 -10 27 28 -26 -30
right_child=3 2 12 5 -6 -7 -8 22 9 10 -12 -13 -14 -15 -16 16 17 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00087506278445241656 0.0013214633176660815 -2.563137257687287e-05 -0.0011845237858554923 -0.0016057462448941116 -0.0018077405162800306 0.001705822297152884 -0.0016550829172059301 -0.0017611078002301153 0.00094335018982415187 0.0015892711074543221 -0.0004593191447136339 -0.0012881055489830666 -0.001898682518632666 0.00090939798821895333 -0.0018468659173629218 -0.0014107822264524321 -1.1571160167422887e-05 0.0013718953421066611 -0.00063191617089841873 -0.0017659612831074482 0.0017164376727915038 0.00053645784736208204 0.00040493961360433834 0.0011808956934143268 -0.0014322254635386576 -0.00012981580437936794 -0.001681841809440477 0.0018145580837726149 -0.0016978058014713825 0.00056639979427791642
leaf_weight=1.682246402138843 5.4763654246926334 1.5626824148930598 2.1248817117884782 1.1149946625810248 0.51010295376181591 1.1574693634174753 1.0251260064542282 1.4430675050243729 2.2653300510719445 3.5607939017936578 1.1104080555960534 1.1094442792236803 0.91384625155478616 2.3546756696887305 1.1739641460590053 1.087060188874603 3.5959334452636531 1.7543757222592837 1.0456934357061984 1.4942528521642078 1.1802529785782097 4.4264444941654792 0.75952907046303142 2.2038135072216392 5.0936429491266608 9.987329117022453 7.0352426802273866 0.32134384149685402 0.85068501019850407 1.5062300879508255
leaf_count=100 301 50 45 87 8 66 24 58 69 135 27 72 21 41 31 72 73 25 44 44 18 64 17 26 605 195 1337 10 157 88
internal_value=0 -0.000513225 -0.000683502 0.000301217 0.00105483 0.000100029 1.26311e-05 9.70923e-05 0.000232782 0.00035391 0.00110229 0.00017852 -0.000233507 -0.000143115 -0.000314271 -0.000179053 1.20289e-05 0.000165256 -8.85786e-05 -0.000526582 0.000401754 0.000147745 -0.00101418 0.000597532 -0.0011714 6.85962e-05 -0.00129231 -0.000939708 -0.0010585 -0.000250823
internal_weight=0 42.5167 34.1183 28.4105 5.98647 22.424 21.2666 20.2415 18.0389 16.9239 4.6712 8.39839 17.7485 16.8347 14.48 13.306 11.1811 10.0941 8.33969 5.09019 7.28894 6.10869 2.2026 3.24951 16.3698 12.2527 14.8071 7.7719 7.45056 2.35692
internal_count=3910 2923 2669 987 309 678 612 588 513 426 162 254 422 401 360 329 284 212 187 117 182 164 75 70 2247 264 2197 860 850 245
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 16 49 133 133 1 16 160 0 12 50 1429 16 16 158 52 47 42 16 1 15 47 457 150 40 1
split_gain=4.49574 3.27755 1.98503 1.65921 1.41207 1.27971 1.26825 1.0918 1.52288 1.06552 1.0883 1.04727 1.0432 1.06145 1.03207 0.989809 1.16161 1.26439 0.946031 1.30465 0.938359 0.927432 0.829017 1.02664 1.24987 1.09803 0.819925 0.758183 0.756895 0.74737
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.013944999999999997 0.10994000000000002 -0.072894999999999988 0.084630000000000025 0.083815000000000014 0.087545000000000026 0.0032450000000000005 -1.0000000180025095e-35 -0.070894999999999986 0.097510000000000013 0.11901000000000002 0.084965000000000013 -0.17157499999999998 -0.30307999999999996 0.094245000000000009 -0.42035499999999998 0.13135500000000003 0.085465000000000013 -0.092969999999999983 0.090540000000000023 -0.008624999999999999 0.09252500000000001 -0.0015249999999999997 0.082590000000000011 0.057150000000000006 0.13535500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 9 22 11 8 12 10 -1 -3 15 18 -4 16 17 -8 19 -14 -15 -21 26 24 -24 -25 -6 -28 -7 -27
right_child=2 3 14 -5 5 28 7 -9 -10 -11 -12 -13 13 20 -16 -17 -18 -19 -20 21 -22 -23 23 25 -26 29 27 -29 -30 -31
leaf_value=-0.0010848657342180214 -0.0019168129284895072 -0.0017032864301290346 0.0012745919236363007 0.00047320200267680039 -0.0021669385535242644 -0.0017774224195441551 -0.0020674192799609533 -0.001986095274773838 0.0019387009087632873 0.0014151616480717959 0.00093681156790555446 0.00036608849654256003 -0.0020294176701353664 -0.0020886913517462521 -0.0010811474364872424 0.0014727944230992426 -0.0019794149973336532 0.00081358642307862859 -0.002184607471361935 -5.4525293791160932e-05 0.0011206281442612148 0.0020972448768560824 -0.0021097584628624044 0.0010495283819150045 0.00035090999772341403 -0.0020939628148336242 -0.00076378955071746172 0.00080978731756089432 0.00029520198285911921 0.00061914561946434243
leaf_weight=2.0157148325815815 0.94924276508390804 1.3129478218033908 9.8033462977036798 3.0298182731494299 1.124973048456013 3.121005182620137 1.0641210176981988 6.2079323509242377 0.66793159348890085 3.9923679362982512 2.2409300515428185 3.7825566893443492 0.71128867729567025 2.1677759548183535 0.80178871750831682 0.42726825689897019 8.3926742211915535 1.4135441775433761 0.64981412794440974 1.6941689527593582 0.43613395979627956 1.509587876498699 1.381673564668745 6.2037477982230484 2.0333572058007103 0.84547740221023537 4.2130014440044823 1.7178695490583775 0.90605209488421667 0.77604831103235483
leaf_count=52 20 75 388 31 18 123 50 940 17 114 35 97 77 142 18 19 1180 21 26 34 7 16 53 152 38 24 89 25 12 17
internal_value=0 -0.000504009 0.000848933 -0.000935661 -3.14776e-05 -0.000292285 -0.0010759 -0.00125863 -0.00102261 0.00067431 -2.05445e-05 -0.000167123 -0.00112972 -0.000534061 0.00109649 -0.00150769 -0.00162484 -0.000423763 4.61153e-05 0.000416368 -0.00155116 0.000959374 -6.80394e-05 0.000268643 -0.000644642 0.00066721 -0.00060439 -0.000308005 -0.0013111 -0.000795492
internal_weight=0 64.0398 11.5544 33.4676 30.5722 22.3232 30.4377 25.3422 19.1343 8.24901 4.25664 5.0955 18.4664 7.16877 10.6051 11.2976 10.8703 2.47767 4.56486 3.91505 2.60391 3.20376 18.2961 11.2403 3.41503 7.82527 7.05584 5.93087 4.02706 1.62153
internal_count=3910 3484 426 2732 752 551 2701 2529 1589 201 87 172 1572 302 406 1270 1251 71 153 127 149 50 416 284 91 193 132 114 135 41
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=4 403 480 1456 11 1212 151 1444 156 2 159 3 16 456 403 160 1 52 2 133 9 49 133 4 15 151 49 1 48 48
split_gain=0.958519 0.882906 0.82724 0.823277 0.948273 0.861643 0.696082 0.58577 0.585047 0.560734 0.832816 1.12747 0.702892 0.61814 0.629639 0.55111 0.586121 0.632545 0.755154 0.671863 0.711626 0.786584 0.699895 0.547584 0.506937 0.694993 0.504679 0.47618 0.534658 0.701781
threshold=0.27020000000000005 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 -0.27336999999999995 -0.10662999999999999 0.10691500000000002 0.097940000000000013 0.09141500000000001 -0.12008499999999998 -0.10486499999999999 0.077935000000000018 -1.0000000180025095e-35 -0.217635 0.099595000000000017 -0.092854999999999979 0.096750000000000017 0.08845500000000002 0.084755000000000011 -0.085974999999999982 -0.090054999999999982 0.24280000000000004 -0.008624999999999999 -0.0074049999999999993 -0.081419999999999979 0.13662500000000002 -0.064549999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -2 -3 9 10 11 -7 -11 14 -13 -16 17 -17 19 20 21 -19 -23 -9 25 26 -24 28 -8 -30
right_child=6 2 -4 4 -6 8 27 23 -10 12 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030381812629421789 -0.0026109338500979527 0.003548375560535316 -0.0030585180509239336 -0.0030555463381542951 -0.0027562688396600352 0.0023196936202313262 0.0030775040713945001 -0.0030392366505943551 -0.0028080669273165709 -0.00057271478838775633 -0.0026238651316817701 -0.0025316151225899513 0.0011578937911108434 -0.0029291063434928408 -0.0026941748631736958 -0.0024252885916060613 0.0011868049707475909 -0.0027080713680875221 -0.0037124190332398538 -0.0025236049277613491 -0.0028262966451930473 -0.0030444829338424229 0.0037007981425097197 0.0032502099758546432 0.0023367331274080998 -0.0012700887277800211 0.00034466654508546676 0.0028094533017216814 -0.0029033856039770742 0.00071113843245388113
leaf_weight=1.1287989784032095 0.5160187161527573 0.15311253780964773 0.97978966007940371 0.82776710693725064 1.199369090492836 1.6746947825886405 0.73408797779120494 1.726922727539203 0.63096807757392426 2.9547226786380634 1.1997491394868109 0.9378613593289743 7.631680701277217 0.76231523859314698 0.64552786038258148 1.0681537258205995 3.6113085772376499 0.52383177750744092 0.45882954087574024 0.71019488747697312 0.52279442409053434 0.34097256977111801 0.7035799864679575 0.13549636304378521 2.7007086704251848 1.1672541775042158 0.96363770577591734 1.126161786727607 0.54501594556495536 4.6217237117234609
leaf_count=442 20 3 223 260 154 50 62 345 97 103 131 290 384 125 109 96 130 33 10 78 44 132 12 2 97 54 34 148 7 235
internal_value=0 -0.000416664 -0.000330218 -0.000249826 -0.00012941 -2.45182e-05 0.000766281 -0.00211598 6.13801e-05 0.000124734 -0.000198974 -2.57178e-05 0.000674872 -0.000285548 -0.00014516 2.16582e-05 0.000158931 -0.000246308 4.1327e-05 0.00026697 0.00055325 0.000829315 0.00114466 -0.00258166 0.00140271 0.000512767 0.00176098 0.00101428 0.000671677 0.000329859
internal_weight=0 35.36 34.2312 33.2515 31.2359 30.0366 7.54301 2.01553 29.2088 28.5778 17.9914 16.7917 10.5864 15.117 14.3547 13.4168 12.7713 9.15996 8.0918 7.63297 6.92278 6.39998 5.87615 1.86242 5.53518 2.83447 1.66722 7.02699 5.90083 5.16674
internal_count=3910 3438 2996 2773 2423 2269 472 350 2009 1912 1425 1294 487 1244 1119 829 720 590 494 484 406 362 329 347 197 100 46 452 304 242
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 3 3 52 39 47 50 4 48 43 132 46 42 2 43 15 51 15 52 151 52 448 484 3 1 15 12 4 3 131
split_gain=4.0003 1.7403 2.0712 1.58897 1.64459 1.48242 1.50575 1.52091 1.39868 1.26627 1.30336 1.16075 1.06533 0.973259 1.15582 1.28543 0.944273 0.90076 1.10512 1.0206 0.904701 0.828645 0.821288 0.815695 0.901495 0.774073 0.755528 0.708299 0.794095 0.690783
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.27466499999999994 0.085220000000000004 0.093315000000000023 0.11551000000000002 -0.17479499999999998 0.12862000000000004 -0.016244999999999996 0.079995000000000011 0.092020000000000005 -1.0000000180025095e-35 0.11362000000000001 0.093240000000000017 0.079360000000000014 -0.07742499999999998 -0.008624999999999999 0.11588000000000002 -0.0074049999999999993 -0.094124999999999986 -0.06977499999999999 0.085815000000000016 -0.10315499999999998 0.13535500000000003 -0.091024999999999981 0.12667500000000001 -0.012939999999999998 -0.077894999999999978 0.10350000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 6 7 -5 9 10 27 12 -6 14 15 -1 -11 19 20 25 -19 -14 -22 -7 -25 -4 -18 -9 -29 -2
right_child=3 2 17 4 11 23 -8 8 -10 16 -12 -13 21 -15 -16 -17 26 18 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0005147271283459635 -0.0015010031414468875 -0.0013124373731448174 0.00039945288426860323 -0.0016600413480695006 -0.00043812712024844186 0.00055069203391489496 -0.00168378179846556 -0.0018245812082627827 -0.00129009404576054 -0.00051130041998336819 0.0017291552876959151 -0.0013122906138236029 -0.00087536768495957164 0.0018498034171713694 -0.0019396060346361279 -0.0018630505902373609 0.0015654562904199049 -0.0012752859901081555 -0.001745523730148276 -0.001641720029222147 0.0002552292628235832 0.0018333777513496125 0.0019726694313620969 -0.0013107510666325449 0.00062515951244083989 -0.0013566826322876245 -0.00045867772536955863 -0.00099854995914807807 0.0012480181414618943 0.001074103680589376
leaf_weight=5.149540103506296 2.3702014754526313 16.108021465595815 2.4072935022413735 0.99353613983840361 0.97467492520809162 1.5291368924081323 1.0998640088364471 1.0348891715984794 1.1169760869815935 0.95332156494260267 1.0856114975176749 0.6109918113797902 0.40585763845592726 0.92807882837951172 1.0132350195199249 0.88647659239359189 7.7091888743452639 1.006677648052573 0.98565355874598015 3.0051140184514225 4.6442480557598156 5.0516652986407271 1.1569529958069322 4.4021506523713461 0.97790150530636299 1.2782641807571051 0.66644060425460327 1.157680366188288 0.95522487908602194 0.40585946477949608
leaf_count=113 159 2157 34 23 21 19 60 61 16 21 47 9 9 11 27 78 253 44 21 116 75 274 16 128 22 31 9 20 25 11
internal_value=0 -0.000664592 -0.000862427 0.000196924 0.000316319 8.6202e-05 0.000379075 0.000523839 0.000671649 0.000833216 5.92616e-06 0.00109006 0.00131826 9.40846e-05 -0.000137067 0.000165516 0.00120863 -0.000361967 5.94532e-05 -0.000852852 0.00032078 0.00163194 0.000597744 -0.000624776 -0.000958872 -0.000209629 0.0014044 -0.000588381 1.71027e-05 -0.00112452
internal_weight=0 38.5696 30.5922 33.5012 30.7251 23.6819 16.7727 15.6729 14.6793 13.5624 4.23341 7.04319 6.4322 7.97733 7.04925 6.03602 9.32895 14.4842 7.79353 6.69067 6.80788 5.45752 5.8012 6.90919 5.38005 3.68556 8.37563 3.14779 2.11291 2.77606
internal_count=3910 2723 2494 1187 1017 704 535 475 452 436 153 313 304 229 218 191 283 337 156 181 135 283 91 169 150 65 262 106 45 170
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=1 4 150 3 3 9 2 149 106 1374 2 15 484 15 43 13 15 0 15 151 15 2 12 13 43 43 15 42 15 49
split_gain=4.07205 1.65275 1.47913 1.46426 2.02148 1.42552 1.0994 1.03707 0.965435 1.02345 0.932728 1.01608 0.912249 1.02428 0.916873 1.17055 1.18233 0.900988 0.781429 1.02645 0.856465 0.692608 0.821317 0.69033 0.671065 0.948392 0.848943 1.05663 1.37287 0.664918
threshold=0.094485000000000013 0.51224500000000017 0.077110000000000012 -0.115685 -0.032959999999999996 -1.0000000180025095e-35 0.13754500000000003 0.11108000000000001 0.092305000000000012 0.087110000000000007 0.11362000000000001 0.079360000000000014 -1.0000000180025095e-35 -0.26361999999999991 -0.071899999999999978 -0.079119999999999982 -0.19153499999999998 -0.10462499999999998 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.10113500000000002 0.080120000000000011 -0.17606499999999997 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.099325000000000011 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -2 12 8 9 -4 11 21 -7 -14 17 16 -16 -15 19 20 -6 22 -1 -5 25 26 29 -28 -29 -25
right_child=1 -3 7 4 18 6 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.001914807448889714 0.001909439668067665 0.0017687491189819597 0.0014037754020054208 0.0021238540849402147 0.00052734488856213935 -0.0016961176956629476 0.00082681316292997856 -0.001346609843942451 -0.0012317855711958367 -0.0011761258725326942 0.0017859386537567026 -0.0019114749933155438 0.00091040150642280953 0.0012182700680915958 -0.0016166901296969514 -0.0013681762472581714 0.00078567069631551385 -0.00040105805988848754 6.523018588820069e-05 -0.0016580538249888793 -0.0013822760337746591 -0.00091157262291086301 2.9718504980624681e-05 -0.0001123698681839018 -0.0017992617505252697 0.00089611011530395625 -0.0018952241116198486 0.0019947697769377693 -0.0018903607993894544 -0.0019028652106475807
leaf_weight=1.0781147903762747 1.1285155699588418 2.2781935520470133 6.4306240123696607 0.1999798659235229 2.2892333129420881 1.7403712961822879 2.8834181455895296 0.72157523501664389 0.62336402945220459 0.58293896075338114 0.94734379835426796 1.0131830736063419 2.1891651940532126 1.8087877822108565 1.0337541773915293 5.4030334264970952 2.2885035411454835 3.5157588927541026 7.5696875713765603 2.830611998680979 1.2688780194148419 1.65794659871608 3.152653890196234 0.85647336952388275 6.8040510970167842 0.81686110072769036 0.86356221418827805 0.96049626427702584 0.47126941685564816 4.5556534007191658
leaf_count=21 40 167 228 2 34 94 100 12 6 15 11 86 54 42 15 253 54 107 156 116 31 22 89 50 1265 37 154 22 62 565
internal_value=0 0.000237207 0.000122243 -0.00066441 -0.000854905 -0.000131505 -0.000241904 0.000789856 0.00099172 0.00118934 5.121e-05 -0.000186896 -0.000413298 -0.000275815 -0.000460645 -0.0008327 3.81518e-05 0.00014904 -0.000340029 -0.0008202 -0.000153656 0.000109826 0.00051009 -0.00131773 -0.00136263 -0.00101411 -0.00121656 -0.00026643 0.000715969 -0.00161952
internal_weight=0 32.628 30.3498 37.336 29.4868 21.9913 20.8628 8.3585 7.63693 7.01356 7.84924 6.9019 17.9794 16.239 14.0498 8.72529 3.32226 5.32455 13.9584 6.38872 3.55811 5.88872 4.23077 15.5283 15.3284 8.52432 7.70745 2.29533 1.43177 5.41213
internal_count=3910 1187 1020 2723 2494 759 719 261 249 243 229 218 619 525 471 322 69 149 337 181 65 132 110 2157 2155 890 853 238 84 615
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=1 39 3 4 150 4 457 51 4 52 9 3 1374 12 3 133 1 0 48 15 15 16 0 0 43 43 15 457 49 12
split_gain=3.79948 2.00591 2.17452 1.84962 1.56774 1.35976 1.30676 1.26063 1.24656 1.24635 1.16971 1.13276 0.996539 1.19149 1.31749 0.980676 1.25358 0.919888 1.94491 1.2263 0.863298 1.31895 1.25275 0.820396 0.814722 1.24776 1.13158 1.03864 1.26623 1.02664
threshold=0.085990000000000011 0.005105000000000001 0.31335500000000011 -0.15333499999999997 0.081245000000000026 0.50657000000000008 -0.0015249999999999997 -0.40274499999999996 -0.49837999999999999 0.10433000000000002 -0.016839999999999997 0.10666500000000002 -0.094679999999999986 0.087495000000000003 -0.13927999999999999 0.085625000000000021 0.11353000000000001 -0.10575999999999998 0.11930500000000001 -0.015439999999999997 0.014775000000000002 -0.069894999999999985 -0.076099999999999987 -0.14293499999999998 -0.077544999999999989 -0.078644999999999979 -1.0000000180025095e-35 0.085130000000000025 -0.081419999999999979 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 10 -6 -3 9 -1 -2 24 -8 -14 -15 16 -9 18 19 -12 21 22 -19 -7 25 26 27 -5 -29 -28
right_child=1 7 -4 11 6 23 12 15 -10 -11 17 -13 13 14 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0018202117236751235 0.002077567918752697 -0.0017619161659589691 0.0014910100354982472 -0.0016693540701915852 -0.0010590668094631833 -0.00066312507196266519 -0.00051407397258571128 -0.00015887674794483385 0.00044867333128609661 0.00028138954000723234 -0.00039958169422396313 0.00024723780013875368 0.0015375663846894168 0.0011998833452591595 -0.0013360391139960669 0.0016405051586661128 0.0012365991433434507 -0.00083517653831096197 -0.0017769580424960036 0.0009669314018483122 -0.0016715062155336824 -0.0010530244812314185 0.0016037025606427003 0.0015026497149200264 -0.0013932171233707058 0.0011212725235342073 0.0012600835822803842 0.0026070040222934475 -0.0016595366677536094 -0.00075604442397950514
leaf_weight=1.6755111236125233 0.43691753037274494 0.53255235962569614 2.0930660986341527 4.5975162493996313 1.4644506461918352 0.69902297295630011 1.5876391688361762 3.6835908973589522 5.232440971303733 1.3865987220779059 4.6403652671724558 1.9349244930781413 3.5753725967369956 1.1702343299984934 1.0406589400954542 2.839593545999378 3.2648680601269007 1.1136835720390084 1.8020861619152126 2.8501654071733373 3.1553102575708172 6.328152959700672 1.1520385555922983 1.4369431054219592 10.04997644247487 0.89339933870360866 0.97259943792596404 0.36373917851597071 0.38496266445145 2.250231625046581
leaf_count=56 7 10 122 526 33 11 21 74 91 19 68 22 81 25 30 161 127 51 44 55 366 339 27 49 1189 33 27 3 42 201
internal_value=0 6.06117e-05 -0.000128892 -0.000695141 -0.000233368 -0.00045385 0.000355727 0.000694935 -3.76095e-05 -0.000868555 -0.000577931 -0.000949435 0.000636704 0.000952455 6.23442e-06 0.000828609 0.000496815 -0.00063307 -0.000247565 0.00012038 -0.000937973 -0.00066865 0.000404906 0.000793871 -0.0010681 -0.000722799 -0.00091506 -0.0013777 0.000413262 -0.000147609
internal_weight=0 44.8667 34.5461 29.7419 32.453 23.6147 8.83836 10.3206 8.29455 3.06211 21.4787 21.4473 7.37391 5.78627 2.21089 9.78805 6.94846 21.0418 9.29262 7.49053 11.7492 8.59388 2.26572 2.13597 19.5124 9.46245 8.56905 5.34622 0.748702 3.22283
internal_count=3910 1701 1329 2209 1207 1017 190 372 166 75 957 2043 157 136 55 362 201 950 167 123 783 417 78 60 2021 832 799 571 45 228
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=1 12 3 38 4 39 3 3 1348 1 2 47 16 43 15 124 1 4 12 0 4 52 474 3 43 456 13 160 15 13
split_gain=4.38698 2.40177 2.09553 1.56989 1.25675 1.12162 1.11986 1.52913 1.06139 0.949841 0.94307 0.823044 0.789692 0.745902 0.744485 0.701704 0.687805 0.667979 0.897695 0.608758 1.15691 0.608244 0.921225 0.725208 0.606877 0.58385 0.489369 0.481609 0.609691 0.965774
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 0.10386000000000002 0.51224500000000017 0.15608500000000003 -0.115685 -0.032959999999999996 0.090050000000000005 0.099595000000000017 0.11362000000000001 0.085165000000000018 -0.54165499999999989 0.093240000000000017 0.079360000000000014 -0.082254999999999981 0.11026000000000001 -0.34687499999999999 0.080120000000000011 1.0000000180025095e-35 -0.17479499999999998 -0.094124999999999986 0.084655000000000022 0.10666500000000002 0.16180500000000003 0.088865000000000013 -0.17606499999999997 -1.0000000180025095e-35 -0.053579999999999996 -0.082894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 9 5 8 10 26 12 -2 11 13 16 14 17 -9 -3 -1 -19 27 -21 -17 23 -23 25 -11 -8 -14 -29 -30
right_child=1 2 -4 -5 -6 -7 7 15 -10 24 -12 -13 19 -15 -16 21 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0010793694826187073 -0.00018266101833684347 0.0014490006627081455 0.0012286028670412123 -0.00089743870313085375 0.001270077198249832 0.0012300570581425558 0.0013352354689573696 0.00033162240806753956 0.0010653210566163825 0.0015972364441375385 0.0011487406905526724 0.00070002142429174898 -0.0013823793409471774 -0.0021307400060804138 -0.0016396434065255822 -0.001603823884212492 -0.00066227890359887918 0.0016830745459377823 -0.00038805175109337309 -0.0013849076791072183 0.0007828538865623329 -0.0010781860654054721 0.00057149526142914698 -0.00011936928467488742 -0.00087431347226922854 -8.5124567527797361e-05 -0.0013800672795711533 -0.00053229381769883039 0.00067010664071642811 -0.0014439782683264128
leaf_weight=1.6342934574931849 1.6310247732326368 0.71657951734961034 1.6987477908842255 1.5909165423363445 0.88087130431085725 0.76648827828466792 0.16811569407582183 1.4502120851539064 0.80960743594914575 3.8592377016320825 0.82272240892052639 0.99929211940616358 4.9962484030984475 0.96698264870792616 1.3607301232405005 2.1473261183127752 0.8462158152833581 0.74531055614352171 1.7903701043687759 1.0720472023822369 1.4652016954496492 8.022043049335478 1.3028396572917689 2.6352597484365097 0.32471721852198232 0.59926760755479325 23.179194942582402 8.1898367078974967 0.61023773811757553 4.9593183705583064
leaf_count=27 30 26 85 30 45 22 2 41 25 288 11 23 142 21 78 74 14 17 52 91 40 174 22 26 13 14 2155 162 14 146
internal_value=0 -0.000250264 -0.000476351 0.00051261 -0.000590772 -0.000657863 -0.000990962 -0.00110389 -0.000719011 0.000862342 -0.000462905 -0.000639768 -0.000782216 -0.000845816 -0.000621162 -0.000718762 0.000305794 -0.000288815 0.000220713 -0.000862071 -0.000133076 -0.000826739 -0.000687221 -0.000841097 0.00121868 0.00137111 -0.00136052 -0.000960689 -0.000807566 -0.00121235
internal_weight=0 35.0166 27.0114 8.00516 25.3127 24.4318 47.2247 38.905 23.6653 6.41425 8.3197 7.49698 22.8557 6.49769 5.5307 15.5577 1.5628 4.16997 2.53568 21.2929 2.53725 14.1075 11.9601 10.6573 4.78322 4.45851 23.3473 18.7556 13.7594 5.56956
internal_count=3910 1187 812 375 727 682 2723 2494 660 345 229 218 635 195 174 337 40 96 69 595 131 296 222 200 315 302 2157 464 322 160
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=1 0 4 2 14 480 1429 42 123 42 43 13 16 4 30 0 44 48 457 15 0 43 15 39 16 52 0 16 457 133
split_gain=1.08536 0.978951 0.846845 0.753005 0.834846 0.697912 0.730578 0.681049 0.948043 0.871273 0.731512 0.709461 0.645305 0.622125 0.62049 0.783283 1.05594 0.954724 0.893178 0.880458 1.12078 0.806657 0.713061 0.630166 0.630141 0.622044 1.0247 0.566093 0.564563 0.575177
threshold=1.0000000180025095e-35 -0.084074999999999997 0.51224500000000017 0.14808000000000002 0.077685000000000018 0.086640000000000009 0.079110000000000014 -1.0000000180025095e-35 0.091310000000000016 0.091955000000000023 -0.52334499999999984 -0.5337599999999999 -0.50763499999999995 0.15045000000000003 0.085915000000000019 -0.10575999999999998 1.0000000180025095e-35 0.12862000000000004 -0.0034949999999999994 -0.03231499999999999 1.0000000180025095e-35 -0.079109999999999986 -0.095799999999999982 0.18016500000000005 -0.066724999999999993 -0.066329999999999986 -0.13027499999999997 0.51388000000000011 0.085130000000000025 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 6 14 8 -3 11 -11 -9 -1 -12 15 16 17 18 -2 20 21 -17 25 -21 -23 -20 -27 -26 -14 -30
right_child=2 7 -4 -5 -6 -7 -8 9 -10 10 13 -13 28 -15 -16 19 -18 -19 22 23 -22 24 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.00090318245718719206 -0.0015453780730200616 -0.0038322512391204136 0.0032595979631929988 0.0028012433812809549 -0.0028454599615187993 -0.0036583867702797749 0.0022211385748800183 -0.0042099681462298985 0.0030594504768952798 0.0048847833460905488 -0.0038905556336943435 0.0010607771477233678 -0.0035489994500902521 0.0022147480812039584 0.0037679985877605679 -0.0030885060720509125 -0.0036637967610589489 -0.0023842981836094735 -0.0020135348757638121 -0.0023975278131955656 0.0038310597554063078 0.0024043166627343905 0.0026256005068811044 0.0043127950627901207 -0.0025408115079888585 0.0029365291792931973 -0.0013450719021414817 0.0013477393905740479 -0.0038216163820188856 0.0029165281124382508
leaf_weight=0.68400511378422102 1.4777393271215249 1.4325511003844438 1.1207973700948048 1.2387931118719269 1.4967673841165368 0.69633742212317784 2.0563907484756774 0.37453586608171452 0.33927776012569655 0.1829667836427683 1.4348253244534137 5.5745283615542558 3.6972959182458016 0.27301011979579914 0.56038369773886998 1.3486348048318175 0.79795015603303987 1.1957956170663244 1.0298229679465292 4.5166000798344506 0.9082386172376572 1.2401590248337013 4.3740108846686931 0.20087930560111988 1.2367372241569849 2.0011263228952885 1.2467479743063425 0.88099751598201681 0.30262502073310305 0.40991528611630201
leaf_count=44 49 437 167 103 113 78 106 4 5 1 282 256 901 11 52 108 40 33 30 589 50 57 152 3 90 52 21 25 29 22
internal_value=0 -0.00113319 9.87917e-05 -2.54929e-05 -0.000153925 2.41291e-06 0.000104085 -0.000436885 -0.0025126 3.22304e-05 -0.00215986 0.000728946 -0.00244705 -0.00291458 -8.50667e-05 -0.000181221 0.000457956 0.000748366 0.00111818 -0.000931191 6.07369e-05 -0.000666838 0.00157313 -0.00211179 0.000305779 0.000496953 0.00129297 -0.000923138 -0.00296671 5.47516e-05
internal_weight=0 14.7055 29.6249 28.5041 27.2653 25.7686 25.0722 9.6117 1.77183 7.83987 1.8908 5.94906 5.09384 1.70784 23.0158 22.4554 12.1232 11.3252 10.1294 10.3322 5.61477 4.70653 8.65171 4.71748 3.35789 4.2777 3.24787 2.11773 4.40984 0.71254
internal_count=3910 1992 1918 1751 1648 1535 1457 996 442 554 294 260 996 293 1351 1299 377 337 304 922 330 280 255 592 172 103 73 115 952 51
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 52 15 3 106 13 14 376 43 47 15 151 50 39 15 159 151 158 52 484 131 132 133 0 43 43
split_gain=4.15717 1.80142 2.27344 1.75737 1.90094 1.85779 1.55746 1.30181 1.02791 0.989666 0.971151 0.932241 0.915365 1.03019 0.901668 1.03137 0.897251 0.877556 0.855431 0.832648 0.79193 0.710831 0.705018 0.897707 0.693439 0.679955 1.05822 0.682247 0.633736 1.05285
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.27466499999999994 0.093315000000000023 0.12539500000000003 0.035895000000000003 0.16699000000000003 0.092305000000000012 -0.071149999999999977 0.077685000000000018 0.081270000000000023 -0.07526999999999999 0.11603500000000001 -0.008624999999999999 -0.0074049999999999993 0.11901000000000002 0.089030000000000012 -0.091024999999999981 -0.094429999999999986 -0.29526499999999994 -0.4087349999999999 -0.096614999999999993 0.085815000000000016 0.10350000000000001 0.080815000000000012 0.0068000000000000014 0.12007500000000002 -0.077544999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 28 24 5 6 8 11 16 -8 25 12 13 -6 15 18 20 -11 -4 21 -5 -7 -16 -24 -2 26 27 -1 29 -3
right_child=3 2 14 4 7 19 9 -9 -10 17 -12 -13 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001102227634601483 -0.0016766545282996096 -0.0013130266044186034 0.00056745758528800377 -0.00066628039124791861 0.0011987520973391541 -0.0011521186170285855 0.0016223520670702043 0.0014669132137976309 -0.0011412087482490652 -0.0015379376983663327 -0.0020353392372783434 0.0013628835055312007 -0.001472040111550758 -0.0015573973136309936 -0.0015897394197936779 -0.0017724595753602556 -0.0011147698321949502 0.0015003823168028656 -0.0014905002485228783 -0.0014070936395065971 0.0015388603747498357 0.0017353534810398527 -3.8434977375306037e-06 0.001919186658553725 0.0011036586929363411 0.0015053598844571002 -0.0016386585445849987 -0.00052332384448003507 -0.0018772492675837925 0.00097579783115265628
leaf_weight=2.7051821043714872 2.4116615508683021 8.2141293042805028 2.249851662665606 0.68338337168097751 1.3417399050667884 0.5716120549477639 0.79376805550418827 1.271385461091995 0.70417735911905843 1.9528280568774783 0.74746483843773592 0.77133986493572582 4.5304597979411465 0.9070902382954954 0.86584386229515065 2.9517986769787967 0.57530477643013078 0.4708328517153858 1.256058440543711 2.154431077418848 13.276013966649773 0.8405562317930162 5.6960154431872052 1.1672806851565836 0.42039516754448403 1.5997386910021303 1.1945582618936894 1.6642590742558239 7.3808646963443634 0.88881937786937015
leaf_count=56 159 853 34 15 26 45 22 27 20 72 72 21 111 28 42 116 12 22 31 53 517 26 96 18 11 33 48 20 1267 37
internal_value=0 -0.000718451 -0.000937682 0.000242081 0.000380358 0.000694238 0.000949298 -0.000403201 0.00121595 -0.000313644 0.000131477 -0.000718094 -0.000954865 8.70291e-05 -0.000351419 -0.000902395 0.00133015 -0.000947698 -0.000169845 -0.000625635 0.00143091 0.000566574 0.000108922 0.000323217 -0.00126394 0.000357563 2.75534e-05 0.000483078 -0.00144225 -0.00108954
internal_weight=0 38.5819 30.6707 33.677 30.8449 22.0229 18.4563 8.82202 15.2389 3.21743 7.9112 7.55063 6.77929 2.24883 14.1868 6.45771 14.5347 2.42366 3.50591 3.5666 13.9594 1.41217 7.72914 6.8633 2.83206 7.16374 5.564 4.36944 16.4838 9.10295
internal_count=3910 2723 2494 1187 1017 804 680 213 564 116 229 186 165 54 337 181 544 94 65 124 532 71 156 114 170 157 124 76 2157 890
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 484 133 3 3 0 43 376 4 1446 2 38 38 52 133 15 48 15 40 15 13 4 34 47 52 151 123 160 47 2
split_gain=0.993466 0.95921 0.796047 0.703584 0.775511 0.754067 0.79769 0.802357 0.687526 0.646476 0.682395 0.600009 0.568205 0.565395 0.580517 0.554568 0.874969 0.642291 0.505811 0.602446 0.644492 0.635382 0.504929 0.560129 0.852415 0.64576 0.499171 0.472435 0.472395 0.520684
threshold=0.094485000000000013 -0.0043499999999999988 0.10681500000000001 0.10666500000000002 -0.115685 -0.11524 -0.078454999999999983 0.087355000000000016 0.51224500000000017 0.089600000000000013 0.14808000000000002 -0.08781499999999999 0.13905500000000001 -0.42985499999999993 -0.26719999999999994 0.035895000000000003 0.086870000000000017 0.10211000000000002 -0.081174999999999983 0.024640000000000006 -0.079119999999999982 -0.030814999999999995 -0.082169999999999979 0.13206500000000002 0.11262000000000001 -0.27336999999999995 1.0000000180025095e-35 0.086110000000000006 0.085165000000000018 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 28 27 15 11 9 10 13 -8 -4 -2 -15 16 26 -17 -16 21 -21 -20 -23 24 25 -24 -7 -6 29 -3
right_child=8 2 12 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 18 17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031415962154405794 -0.0033424600755802042 -0.00050618160991282605 -0.0035107146367240722 0.0014946726942159196 0.00087371189618393956 -0.0032488805145486251 0.0021567300821525759 0.0033157112341056427 0.0028524483754851344 -0.0034586587079465003 0.0027261618156660637 -0.0033612276760843656 0.0038925359569631662 -0.0034791508201588131 0.001984222281986628 0.002533138747695131 0.0012212620339531425 -0.0033542035169675777 0.0023667549805200237 0.0023193985067386986 -0.0023752619672365851 -0.0024300802283933887 -0.0027881217932941007 -0.0017377627412180376 -0.001592319573836482 0.0012641465711547659 0.00054723841746208023 -0.0014848887063536849 0.0029893562743835925 0.0026312010330348835
leaf_weight=1.7111727694282333 0.52326670126059127 2.9436935716075925 1.3683055459987361 1.9967271699570108 2.9705682685598811 1.8326579635031608 0.2318241074681392 0.23421892523765553 1.0694634930696327 0.54299964779056509 1.1272837412543584 3.5437664373311852 0.1249227225780486 0.47019440284931135 1.6983242169953978 0.96793800534214802 1.0326877606566993 0.25945871684234589 1.5149276168085766 0.39314522477798197 1.8067013329127792 0.82310784468428266 0.46179495146498606 1.3423270164057601 1.6751186815090475 7.27263062726702 0.48335621319711197 1.3702658200636504 0.76326444745063771 0.72866835631430138
leaf_count=485 142 125 386 27 87 327 5 4 167 36 99 980 1 30 110 76 64 60 45 15 122 16 18 36 74 277 11 53 20 12
internal_value=0 -0.000749918 -0.000553653 -0.000373338 -0.000588165 -0.000999544 -0.0015702 -0.0026522 0.000257829 0.000116628 0.000218224 -0.00302242 -0.00289136 6.09989e-05 0.000163009 -0.000622091 -0.00132242 0.00128862 0.000263816 7.27204e-05 -0.00153626 0.00034312 7.82673e-05 0.000270293 0.000556755 0.0010222 -0.00245662 0.000129175 0.000610714 0.000116336
internal_weight=0 22.5635 20.8523 19.3591 17.3624 12.9267 8.58591 4.00981 20.7213 19.6518 19.1088 3.77559 1.49323 17.9815 17.4583 4.5761 3.3487 1.2274 16.9881 15.2898 2.19985 13.0899 11.575 10.7519 9.40954 7.73443 2.31601 4.34083 4.43563 3.67236
internal_count=3910 2723 2238 1851 1824 1667 1527 989 1187 1020 984 985 387 885 743 538 402 136 713 603 137 466 421 405 369 295 338 140 157 137
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=1 0 39 3 1186 133 3 48 0 47 52 15 52 133 3 16 15 160 132 52 16 4 39 16 52 9 3 16 160 12
split_gain=0.913311 0.860528 0.713592 0.901308 0.754423 0.681307 0.681028 0.698564 0.69497 1.08748 1.28142 0.674719 0.671397 0.825063 1.03409 0.669029 0.654877 0.638984 0.626353 0.851048 0.580942 0.556503 0.597219 0.534855 0.674675 0.531084 0.508438 0.468868 0.791606 0.467698
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.31335500000000011 0.083980000000000013 0.085625000000000021 -0.10315499999999998 0.11930500000000001 -0.10071499999999999 0.092645000000000019 -0.0066199999999999991 -0.053579999999999996 0.11401500000000002 0.10681500000000001 0.10666500000000002 -0.083564999999999987 0.079360000000000014 -0.11175999999999998 0.093105000000000007 0.10062000000000001 -0.50763499999999995 0.41171000000000008 0.083240000000000022 0.0015250000000000001 -0.089799999999999977 -1.0000000180025095e-35 -0.13927999999999999 -0.053084999999999993 -0.06234 0.086205000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 6 21 7 16 9 10 -8 -10 13 14 15 29 27 -12 19 -17 -1 22 -4 -22 -25 -13 -14 -2 -29 -3
right_child=2 12 5 -5 -6 -7 8 -9 11 -11 17 25 26 -15 -16 18 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00068011774544767542 0.0021966581401184761 0.0034601721308064833 0.0034231203638690842 0.0027079143794686432 0.002972682351785637 0.0029440410347324722 -0.00088852492705706633 -0.0033065772399733682 -0.00040856413557289941 -0.0022625979837197496 -0.0012864340115781876 0.003270625079138118 0.0036305397490243242 -0.0033713564726142336 0.0034204889247535855 -0.0018606186529588444 -0.0018611117161841544 0.0023098064484148389 0.002158803100166046 0.0019108264641568623 -0.0030513278842886275 0.0032095004685606262 -0.00045311572426389471 -0.0032236908435734069 0.0025366295061357283 -0.0030198583576387943 -0.0033744407433032976 0.0021891291833031159 -0.0020345230712626558 1.9689484667053633e-05
leaf_weight=0.68181535531766435 2.541517318924889 0.73156052397098281 0.44669610448181574 1.0276008592918504 0.67133172589819778 1.4402393549680708 4.2363375460263342 0.43409871519543219 2.2292812259402206 2.1462315791286528 0.59135853708721731 0.13997043296695943 0.11479756236076355 0.66682477307040233 0.91515374556183804 3.3971360143623306 0.74881422787439067 2.8694828916341137 0.63548757869284589 0.71953535091597576 3.1669579595909476 0.62379129813052703 3.3726073470897973 0.38216420297976583 0.42750133958179493 2.7499720149207603 0.98605542443692662 0.8826412378111852 0.87882938864641869 0.84504392137750983
leaf_count=44 86 14 10 123 31 162 112 23 202 71 28 4 1 179 8 432 88 80 48 42 854 82 124 79 19 542 196 36 114 76
internal_value=0 -0.00090722 8.59403e-05 -0.000173118 -0.000313296 0.00106115 -0.000421176 0.000528273 -0.000769282 -0.000279674 0.000273232 -0.00171072 -0.000338947 -1.81831e-05 0.000290487 -0.000162119 0.0008578 0.00169531 -0.000752074 -0.00120142 -0.00200653 0.000450806 2.39078e-07 -0.00246717 -0.000182256 -0.00271519 -0.00264396 0.00133095 8.18731e-05 0.00161611
internal_weight=0 13.67 28.0308 22.1475 21.1199 5.88333 20.4485 5.4859 14.9626 9.84341 7.69718 5.11922 9.01159 7.91074 7.24392 6.32876 5.0518 3.46084 4.75216 4.11667 4.65844 4.44309 3.8193 3.97662 0.809666 2.88994 1.10085 4.30299 1.76147 1.5766
internal_count=3910 1992 1918 1540 1417 378 1386 347 1039 291 220 748 996 799 620 612 324 108 522 474 996 216 134 952 98 546 197 236 150 90
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=484 1213 160 150 1 146 133 132 42 133 52 38 39 48 51 475 456 457 16 160 43 43 13 15 12 0 2 2 48 1429
split_gain=0.84072 0.838479 0.8763 0.820956 0.802059 0.895068 0.701809 0.768338 0.889723 0.807979 0.788865 0.789835 0.989791 0.943584 0.62257 0.590871 0.560903 0.589864 0.673762 1.3134 0.580677 0.725203 0.63158 0.727224 0.85769 0.587618 0.545 0.62974 0.644844 0.656305
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.40446999999999994 0.097030000000000019 0.12864500000000004 0.11615000000000002 0.13493500000000003 0.079995000000000011 -0.10770999999999999 -0.090054999999999982 -0.092854999999999979 0.083695000000000006 0.005105000000000001 0.12862000000000004 -0.025709999999999997 -0.086004999999999984 0.084065000000000015 0.082870000000000013 -0.094359999999999986 0.086110000000000006 -0.26007999999999992 -0.084059999999999982 -0.083924999999999986 -0.19153499999999998 0.10167500000000002 -0.23129999999999998 0.11339500000000001 -0.13811499999999996 0.099800000000000014 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 6 14 7 8 -4 -10 -11 12 13 16 -6 -2 17 20 19 -19 -12 -22 23 -23 -25 -24 27 -27 29 -29
right_child=1 2 4 -5 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.0022421975439569346 0.0030215683357176491 -0.0022303276535668576 -0.0026773139582786025 0.0017029648838897493 0.00029926175780190634 -0.0032497355118977318 -0.0027833982160903269 0.0015112988636569074 -0.0021253517515439435 -0.0012580761242125358 0.0022227542149062785 -0.0022617845135294978 0.0023142951064669365 -0.0030577653567781539 0.0026000397327329877 -0.0024615848612083652 -0.0021063744558463861 0.0029915682521178804 0.0025488567143527796 -0.0032154517706030963 -0.0025291123951131263 -0.0025444890320091337 0.0016205530038438038 0.0021075819225770957 -0.0015024955753768518 0.0029738208967450309 0.0015543163823012554 -0.0020223293047026041 0.0026263175695138102 0.0022407835406442552
leaf_weight=2.7268570670858021 0.17979157716035832 1.3776605701423239 1.0933817189652533 0.52027811086736608 1.6679250265005974 0.33562148641794909 0.76339115831069548 2.5776085202815002 1.4283256615745035 3.0560966663179086 1.0589164197445029 0.94244073913432558 2.0751251673791549 0.70204963977448542 2.3422492550453162 1.7220112870563742 0.73615780612453896 0.54643642320297681 2.0599558420944968 0.58437130879610777 0.8710955357528406 0.41432349616661657 1.0393544975668332 3.1011434652609906 0.66140065970830608 0.29388056229801485 0.7393366825999691 3.7505287880775704 0.30958466825541098 0.32505530933849502
leaf_count=590 4 272 107 22 75 5 290 153 247 413 17 34 144 24 216 561 53 36 53 15 91 11 19 115 10 12 30 263 12 16
internal_value=0 -8.22904e-05 1.92527e-05 -0.00161008 0.000111832 0.00126522 -6.02386e-05 1.30461e-05 -0.000136704 -2.42204e-05 0.000104763 0.000310836 0.000436664 0.000210049 0.00164309 -0.00194322 0.000349161 0.000463894 0.00156897 -0.000216054 0.000183262 -4.44088e-06 0.000202358 0.00107447 0.00147298 -0.000361724 -0.000741964 -0.0011048 -0.00137814 -0.00168232
internal_weight=0 36.7552 34.8534 3.24714 33.4758 4.3458 29.13 28.3666 25.789 24.6956 23.2673 20.2112 19.2687 17.1936 4.01017 1.9018 16.4915 15.7554 3.19076 1.13081 12.5646 11.5057 10.6346 4.17687 3.76254 6.45774 5.41839 4.67905 4.38517 4.07558
internal_count=3910 3298 2733 612 2461 296 2165 1875 1722 1615 1368 955 921 777 291 565 753 700 104 51 596 579 488 136 125 352 333 303 291 279
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=1 484 42 42 157 1425 4 1374 2 150 123 31 106 13 123 43 52 0 43 42 160 1374 8 39 3 2 11 1 150 16
split_gain=0.817082 0.610812 0.706107 0.59862 0.630593 0.572654 0.850377 0.590106 0.618609 0.827603 0.653875 0.585685 0.600178 0.569264 0.551809 0.531123 0.653961 0.590819 0.693872 0.55934 0.521012 0.51616 0.498983 0.45747 0.434275 0.588469 0.476804 0.581246 0.431046 0.536372
threshold=0.085835000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091955000000000023 -0.082189999999999999 1.0000000180025095e-35 0.50657000000000008 0.090240000000000015 0.089910000000000004 0.081245000000000026 0.087855000000000016 -1.0000000180025095e-35 0.088015000000000024 0.41346500000000003 0.091310000000000016 -0.077544999999999989 0.11401500000000002 -0.074249999999999997 -0.089949999999999988 0.078965000000000021 -1.0000000180025095e-35 -0.094679999999999986 0.092550000000000007 0.16168500000000002 0.10223 0.14073000000000005 0.088160000000000002 0.10398500000000001 -0.099594999999999975 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 7 8 11 10 24 12 -2 -5 -3 17 19 18 -6 -17 -20 -11 23 28 26 -26 27 -10 -13 -30
right_child=5 2 3 13 15 -7 -8 -9 9 21 -12 22 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.003507009216682273 0.0038214735670082916 -0.0031438709611259366 -0.0033106698875106891 -0.002774388023096477 -0.0035297303870435661 -0.0042681701512288141 0.0028300033483956879 -0.002575449014539581 -0.00027458155450348467 -0.00034436999572797801 0.0036119721666919798 0.0026921307665110413 -0.0019224437832772799 0.0042824590900224033 0.0017635278272797382 0.00040756780246279224 -0.0037877079110360356 0.0027724240356721747 -0.0035405488732643269 -0.0035138112793405532 0.0026676293143052185 0.0026902612023399133 0.0035036017350102565 0.002936398473971309 -0.0019237759942952919 0.0016240408283910335 -0.0028361300788047814 0.0032328052938654138 -2.0330769191189431e-05 -0.0018638214225745419
leaf_weight=1.003716473118401 0.71984838694334985 1.9730141868931217 0.64538121415534533 1.6438008871627978 0.50800734665244807 0.34878701670095225 1.4336474853334937 0.98530345223843951 1.2581942664692167 0.87041395064443383 0.56262758700177062 0.36396634136326866 0.31866451376117766 0.15160165727138508 0.32389067765325297 4.5043440777808499 0.61402625445043657 1.7275733073474784 0.20451905566733319 0.48968551564030338 0.83140230708522755 3.1203153117094189 0.33064510277472514 0.37038993369788009 2.6196068122517322 0.72472573432605703 0.39093373098876316 1.0545715637272222 3.0386907772626763 5.1887096263235346
leaf_count=438 53 718 121 334 82 59 211 43 63 17 41 13 12 1 11 101 66 38 63 183 44 174 24 5 103 35 54 55 58 690
internal_value=0 -0.00088367 -0.000690305 -0.000332883 1.50098e-05 0.000163792 0.00022999 5.99216e-05 0.000183971 0.000775311 1.88561e-05 -0.000422851 0.00205897 -0.00217852 -0.00245187 0.000256726 -0.000394181 0.00137252 -0.000193899 2.30602e-05 0.00144197 0.00202838 -0.000700217 -0.000855318 -0.000315399 -0.00115495 0.000723087 0.00132471 -0.00101879 -0.00118295
internal_weight=0 14.621 13.6172 11.3203 9.52494 23.7 23.3513 21.9176 20.9323 10.6014 6.61066 10.3309 1.03851 1.7954 2.2969 8.87956 5.60806 3.2715 1.54393 4.99403 1.03592 3.99073 9.2924 8.96176 6.04803 3.34433 2.7037 2.31277 8.59137 8.2274
internal_count=3910 2200 1762 1033 698 1710 1651 1440 1397 542 351 855 65 335 729 577 350 227 189 284 107 191 790 766 310 138 172 118 761 748
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 12 3 4 50 4 47 131 40 4 43 48 4 150 3 15 128 12 43 43 3 2 43 43 15 12 457 49 0 12
split_gain=3.50337 1.8537 1.61395 1.56644 1.24989 1.95493 1.54472 1.55466 1.18228 1.04435 1.07454 0.97048 1.07912 0.982519 0.851164 0.845377 0.844825 0.838078 0.798215 1.07338 1.52251 0.739585 0.70741 0.954791 1.02784 0.988493 0.853182 1.00832 0.788905 0.688666
threshold=0.085835000000000009 -0.041094999999999993 0.16699000000000003 -0.15333499999999997 0.086465000000000014 -0.23071499999999998 0.09252500000000001 0.086210000000000023 0.34489500000000001 -0.49837999999999999 -0.52334499999999984 0.086870000000000017 0.0057500000000000008 0.12187000000000002 0.10666500000000002 0.088345000000000021 0.090375000000000025 0.080120000000000011 -0.074254999999999988 -0.075819999999999985 -0.10315499999999998 0.091985000000000011 -0.077544999999999989 -0.078644999999999979 -1.0000000180025095e-35 0.084380000000000024 0.085130000000000025 -0.081419999999999979 -0.25490999999999991 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 9 5 -3 7 11 16 10 -1 13 -13 15 22 29 -2 -11 19 20 -8 -19 23 24 26 -26 -5 -28 -24 -7
right_child=1 2 -4 14 -6 6 18 -9 -10 17 -12 12 -14 -15 -16 -17 -18 21 -20 -21 -22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.0010455538579841116 0.001277231224622685 -0.0020343151441656244 0.0016702431032561817 -0.0019933680956464518 -0.0012344145463096406 -0.00052218143535211258 0.002172165390311751 -0.0015409035574083323 -0.0021274301492533398 0.0016321304959426792 -0.0017308045795159906 -0.0013417252678077417 0.00065679137557241767 -0.00082932366416022777 0.00020987402148031859 -0.00042647435565624147 -0.0015552452896617701 -0.0015344090954837416 -0.0013513767407175121 0.0021924718382003686 -0.0016339511072356698 0.0005531394374838597 0.0025159639612242547 0.0011994297980597345 0.0015621124491200491 -0.00092273997131419119 0.0027971022934425828 -0.0019833968462677487 -0.0017325964730325893 0.0014465796153253908
leaf_weight=0.72997585311532054 7.6671324330382014 1.7480787283275336 1.9089019838720549 3.8154360949993134 3.839855852071195 0.74412216618657545 0.54803725611418541 1.429104194510727 0.45346006006002504 1.6909104953520024 2.0231848722323775 1.8325437009334553 2.4029496517032385 1.1523490292020131 1.7291715061292041 1.2608665991574515 0.42781582567840803 0.94234896032139692 3.4507194503676137 0.68516067415475834 1.543309239204973 2.1273790260311216 0.17177911102772192 0.80591925978661105 0.90889010718092356 1.9120111041702328 0.33760384749621153 0.34155087219551195 8.0342859958764095 8.4197203703224694
leaf_count=8 377 140 87 525 363 19 8 123 8 25 67 55 25 26 22 70 13 32 96 6 78 34 1 33 26 201 3 42 1181 216
internal_value=0 0.00014622 -7.70171e-05 -0.000785655 -0.000191804 -3.30431e-05 0.000116022 0.000418474 0.000954872 -3.29971e-05 -0.000994678 0.000595558 -0.000207894 0.000889503 -0.00109885 0.0010795 0.00112754 0.00052316 -0.000721395 6.15634e-05 -0.000636558 -8.76988e-05 -0.00123746 -0.000827017 -0.00105026 -0.000122124 -0.00163278 0.000392961 -0.00164366 0.00128671
internal_weight=0 39.5141 30.9657 25.5704 29.0568 25.217 23.4689 17.2417 8.54841 7.5138 2.75316 15.8126 4.23549 11.5771 18.0566 10.4247 8.09495 4.76064 6.22723 2.77651 2.09135 3.06973 16.3275 8.12141 7.31549 2.8209 4.49459 0.679155 8.20607 9.16384
internal_count=3910 1710 1312 2200 1225 862 722 534 398 166 75 411 80 331 2034 305 390 91 188 92 86 66 2012 830 797 227 570 45 1182 235
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=1 47 50 15 52 13 40 48 50 146 158 148 13 457 0 3 15 376 9 42 3 13 15 123 454 13 160 1 48 48
split_gain=3.12356 1.58976 1.54803 1.50883 1.39207 1.27385 1.15754 1.21577 1.32667 1.18705 1.14417 1.07991 1.07026 1.02857 1.08507 1.29583 1.35977 1.11703 1.15154 1.02242 0.929142 0.912457 0.895276 0.859911 0.738801 0.718997 0.660473 1.45953 0.646748 0.992993
threshold=0.10113500000000002 0.086785000000000015 0.086465000000000014 0.084050000000000014 -0.27466499999999994 -0.26418499999999995 -1.0000000180025095e-35 0.12862000000000004 0.11800500000000001 0.10949000000000002 0.084965000000000027 -0.07990499999999999 0.14810000000000004 -0.0015249999999999997 -0.11524 -0.10628499999999998 0.083935000000000023 0.048695000000000009 -0.016839999999999997 -0.097204999999999986 0.10666500000000002 0.16421000000000002 -0.015439999999999997 0.11662000000000002 0.085470000000000004 0.095355000000000009 -0.08044999999999998 0.11198000000000001 0.086870000000000017 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=2 4 3 10 -2 -5 -6 8 9 11 13 -8 -7 24 -15 22 17 18 -17 -13 28 -14 -16 -4 -1 -24 27 -21 -20 -30
right_child=1 -3 23 5 6 12 7 -9 -10 -11 -12 19 21 14 15 16 -18 -19 20 26 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018476395616431121 -0.0017308663225876113 -0.00037258021854106915 -0.0019559676585798784 0.0020386467599767567 0.0017894683761343008 -0.0019492688804184908 -0.00096221294331295493 -0.0011544964934432102 -0.0016643214780589248 -0.0018954906661363116 -0.0014693091691579353 -0.00099642453952738315 0.0013369116919665918 0.0006147604034384607 0.001805141852609535 0.0024795662419309795 0.0034094190647795289 0.00051767952958908998 -0.0017705816733278449 -0.0017351708829789418 0.00011245056543358051 -0.0019794171594638122 0.0007140919209408412 0.0020811550755224836 0.00099823319448055651 -0.00094728322940272342 0.0017108336951108449 0.0017352887178442682 0.0031530208730800586 -0.0010056455859451239
leaf_weight=1.9362291642464762 0.86591648869216697 9.0008002822287363 3.5926111023873086 0.3881690353155135 3.1252476163208511 4.6339562272187313 0.89305035863071403 1.4394939215853799 0.79656188795343119 0.52835513092577535 2.6443979814648619 0.68849303433671316 0.76481154747307278 6.698378849308944 1.3932138709351418 0.3290802789852102 0.29358535236679095 2.0876467125490299 5.5243916735052849 0.70724259503185471 1.7199792638421056 0.4972158286254853 2.2817757534794594 0.20241745561361302 0.39969845535233606 1.6161767109297214 6.4212700612843046 1.1652946774847803 0.23909614980220784 1.6312632716726509
leaf_count=127 86 252 578 4 228 906 22 24 35 9 166 13 13 143 31 4 13 37 571 20 27 55 46 3 14 33 253 45 1 151
internal_value=0 0.00027257 -0.000584413 -0.000459326 0.00062173 -0.00130538 0.00075095 0.000494171 0.000706063 0.000887552 -0.000274685 0.00103645 -0.00152554 -0.000153882 -3.55093e-05 -0.000289991 -0.000640751 -0.000743866 -0.00102274 0.00123517 -0.00114919 3.03385e-05 0.000493912 -0.00174064 -0.00136068 2.52493e-05 0.00142042 0.000424523 -0.00144264 -0.000474025
internal_weight=0 25.6317 38.8741 35.0791 16.6309 6.28415 15.765 12.6398 11.2003 10.4037 28.7949 9.87535 5.89598 26.1505 23.8146 17.1162 11.825 11.5315 9.44381 8.9823 9.11473 1.26203 5.29117 3.79503 2.33593 3.89795 8.29381 1.87254 7.39475 1.87036
internal_count=3910 987 2923 2342 735 978 649 421 397 362 1364 353 974 1198 1057 914 804 791 754 331 750 68 110 581 141 79 318 65 723 152
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=4 12 48 1 151 132 50 0 0 16 42 48 160 1429 3 38 13 40 0 148 15 456 13 16 12 12 1 12 1 149
split_gain=4.22135 3.29945 1.79632 1.64581 1.44632 1.36133 1.33555 1.12809 1.16249 1.09472 1.21153 1.08334 1.49504 1.02336 0.94767 0.932606 0.976625 1.07234 0.92404 0.903789 0.894415 0.880155 0.836137 1.2302 0.895079 0.810738 1.01244 0.85365 1.10285 0.750234
threshold=0.28937500000000005 0.080120000000000011 0.11930500000000001 0.13026000000000001 -0.086769999999999986 0.080815000000000012 0.11901000000000002 -0.070894999999999986 -0.10575999999999998 0.3935300000000001 0.09901500000000002 0.093225000000000016 -1.0000000180025095e-35 0.084710000000000021 0.14320000000000002 1.0000000180025095e-35 -0.10241499999999999 -0.083709999999999993 -0.053834999999999994 -0.083019999999999983 -0.073314999999999991 0.081240000000000021 0.086705000000000018 -0.035699999999999989 0.088325000000000015 0.11655500000000001 0.11561500000000001 0.087305000000000008 0.083370000000000014 0.11234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 21 11 19 8 25 10 22 13 -13 15 -10 16 -6 -18 -5 -2 -14 -1 23 -9 -25 26 27 28 -3 -21
right_child=2 3 -4 18 5 -7 -8 9 14 -11 -12 12 20 -15 -16 -17 17 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001389547244183481 -0.00068952736932688711 -0.00081240828959609551 -0.00098048127940208074 0.0020127108495851141 0.00072281208171115984 0.0010255387491389244 -0.0011363024271388294 -0.0018695744090774223 -0.0014709498587280655 -0.0014312947194690773 -0.0017441724799014825 -0.0016845981389358086 0.0013552971654414261 0.00082859951010602563 0.0013974351856121461 -0.0018177233881115328 0.00088693934275872386 -0.00078184597680606158 -0.00051663338803399346 0.0013735980780543269 -0.00013806610307357057 -0.00067217069659200861 0.0010586805832700434 -0.0016122677350778446 0.00054704165462013453 -0.0020318818397617611 0.0019270781512805387 -0.0011493201213519664 0.0016560433956431537 -0.00078903209835290129
leaf_weight=2.9306572200730474 0.76201200392096957 1.1907163911964755 1.6961440825834859 0.90066047385334969 1.7449637362733614 2.5001406646333626 0.85188789293170053 1.0833296021446575 14.22590470407158 2.5752048804424694 1.1999602096620945 0.88944972399622191 2.8041578223928809 1.5684125879779447 0.34548431634903032 1.7022985373623658 1.2366431239061153 12.788900474086391 0.79745564330369123 8.3839593138545716 2.0208078254945567 0.76453577540814865 1.9815921597182748 0.67549608554691332 3.3504009987227619 0.90067355288192619 0.54780774936079968 2.7890896019525826 0.95520401466637839 0.49762066174298603
leaf_count=77 17 58 38 12 42 64 18 58 1954 211 136 27 69 41 4 48 37 291 28 347 39 17 32 20 72 17 4 112 14 6
internal_value=0 -0.00044455 0.000653488 -0.000816554 -4.16817e-05 -0.000177888 0.000917549 -0.000904149 -0.00113617 -0.000456708 -0.000153991 -0.000299425 0.000354034 -0.000495534 -0.00140294 -0.000614392 -0.000484502 -0.000634708 0.000824901 0.00109898 0.000729842 0.000962978 0.000115112 -0.000250848 0.000184736 -0.00052721 -0.000280034 -0.000525033 0.000286363 0.00125243
internal_weight=0 64.4699 12.1916 33.519 30.951 27.2558 10.4955 31.8209 20.9549 10.866 8.29078 24.7556 5.71442 19.0412 14.5714 17.4728 15.7705 14.0255 1.69812 9.64359 4.82497 3.69519 7.09082 5.10923 4.0259 6.38349 5.48282 4.93501 2.14592 8.88158
internal_count=3910 3484 426 2732 752 658 388 2692 2163 529 318 594 135 459 1958 418 370 328 40 370 108 94 182 150 92 205 188 184 72 353
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=1456 1 42 156 146 474 42 160 14 47 1456 0 47 151 1373 44 1 51 43 33 1375 4 42 49 33 453 2 123 3 42
split_gain=0.832318 0.824591 0.836176 0.809474 0.705565 0.659062 0.684999 0.688451 0.644011 0.621692 0.618716 0.582245 0.565811 0.510966 0.490044 0.507611 0.59256 0.689814 0.737836 0.651685 0.749628 0.754325 0.649229 0.486338 0.480719 0.519991 0.464379 0.542323 0.424796 0.534341
threshold=-1.0000000180025095e-35 0.11561500000000001 -1.0000000180025095e-35 0.013700000000000002 0.11615000000000002 -1.0000000180025095e-35 0.11315500000000002 -0.098319999999999991 0.078275000000000025 0.117025 1.0000000180025095e-35 -0.017269999999999997 0.13283000000000003 -0.035524999999999994 0.099250000000000019 0.084245000000000014 0.076710000000000014 -0.082979999999999984 -0.077544999999999989 -1.0000000180025095e-35 -0.43271999999999994 -0.23071499999999998 1.0000000180025095e-35 -0.14091999999999996 0.084855000000000014 1.0000000180025095e-35 0.096540000000000015 0.083905000000000021 -0.078669999999999976 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 26 11 -4 7 -7 9 10 14 12 -3 -1 15 16 17 -9 28 -18 -21 -22 -20 -23 25 -25 -2 -28 29 -19
right_child=1 4 5 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 19 18 22 20 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00068757084581714352 -0.0042592182588642473 0.0015313380899308266 -0.0047872660306953734 0.0016826569660502127 -0.004538592571848566 -0.0025685687150784147 -0.0039635567608926371 -0.0043352783749843228 -0.0035420902315056756 -0.0040012376084637286 -0.0037182131237171972 0.0040795331197698232 -0.001499279971180824 -0.004319802338865115 -0.0040582287992724899 -0.0042947422299045969 -0.0023063552045829525 0.0027010879338897008 -5.1613650779228102e-05 -0.001860641325748115 -0.002842786278733861 -0.0011310260274862568 -0.0042935137371534343 0.0032739141645559051 -0.001137292929200302 -0.0014726736233166581 -0.0028649989765988158 0.0029296003728265527 0.0045720643474058348 -0.0013187446360889675
leaf_weight=0.49087586626410473 2.1804135914426328 4.8345454009249806 0.54194128245581552 0.78886982263065863 0.38107512705028046 1.6645758257946095 0.78353860252536733 0.61160132277291257 0.7716839472996061 0.56107782991602917 0.60099853278370474 1.1780899581499387 1.4229740046430377 1.4034435164649028 0.38989538361783971 0.35315419686958094 0.75586548820141075 1.3999977366765968 4.0018562518525993 0.92542109359058855 0.51354932464893899 0.63444650964812943 0.76737042411696155 6.9635097085264439 0.53950316365808237 0.43777795834466804 0.95753102854359873 0.41237344313412905 0.7913533974206074 1.0201272816630078
leaf_count=41 664 367 116 78 8 266 227 113 56 41 188 111 42 328 19 13 41 60 54 16 77 20 252 369 35 20 191 13 17 67
internal_value=0 -0.000151601 -0.000476147 -0.00218813 0.00106777 -0.00017935 -7.73695e-05 5.10902e-05 0.000248948 0.000386504 0.000505398 0.00135509 0.000842169 -0.00302224 0.000631652 0.000724399 0.000815944 -1.14497e-05 0.000319907 0.00147603 0.00176153 0.00213034 -0.000734137 0.00242816 0.00271253 0.00299316 -0.0030482 -0.00112069 0.00188522 0.00100665
internal_weight=0 37.1851 29.3684 4.33919 7.81668 25.0292 24.4873 23.7038 22.0392 21.2675 20.7064 7.43561 6.25752 1.89432 20.1054 19.7155 19.3624 8.59231 7.98071 10.7701 10.0142 9.08879 4.76923 8.57524 7.94079 7.40129 3.55032 1.3699 3.21148 2.42013
internal_count=3910 3541 3013 946 528 2067 1951 1724 1458 1402 1361 520 409 369 1173 1154 1141 563 450 578 537 521 306 444 424 389 868 204 144 127
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=1 0 14 156 157 156 0 2 16 48 44 48 1 3 15 52 133 3 16 16 16 3 0 13 47 51 160 16 10 13
split_gain=0.74823 0.7535 0.66329 0.617427 0.705521 0.667785 0.643097 0.671663 0.825555 0.688644 0.814785 0.718043 0.61337 0.584973 0.945081 0.544368 0.679899 0.850292 0.544333 0.5361 0.5554 0.53466 0.534155 0.516472 0.545308 0.759784 0.691061 0.515022 0.479403 0.463496
threshold=1.0000000180025095e-35 -0.084074999999999997 0.077685000000000018 -1.0000000180025095e-35 -0.074309999999999987 0.11386000000000002 -0.017269999999999997 0.089910000000000004 -0.15168999999999996 0.12862000000000004 0.081835000000000019 -0.09386499999999999 0.13735000000000003 -0.0026499999999999996 -0.11739999999999999 0.11401500000000002 0.10681500000000001 0.10666500000000002 -0.55207499999999987 -0.083564999999999987 0.025915000000000004 -0.5217799999999998 -0.15137999999999999 -0.089899999999999994 0.09550500000000002 0.08955500000000001 0.090010000000000021 -0.50763499999999995 0.08302000000000001 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 3 -2 -5 6 7 8 13 10 11 -9 -4 14 -6 16 17 19 -8 -3 29 -22 -11 -13 25 -25 -27 -1 -10 -21
right_child=2 15 12 4 5 -7 18 9 28 22 -12 23 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00068629585484684334 -0.003269312304306255 0.0015561737106936054 -0.0030574406505683373 0.0018623686102432421 -0.0032294580753751273 -0.0033548387045353239 -0.0040295215571130305 -0.0027353321857541664 -0.0015996187598558708 -0.0033941354839020469 -0.0030205657564654517 0.003067780987752098 0.0025587495650274007 0.0032583937981794128 0.0012388958187192628 -0.0026834453313902078 -0.0034420591827186995 0.0033709442588255954 0.0021880615090870397 0.0027455114094048498 0.0029754658726775843 -0.00060900368863407316 0.00032325531635910292 0.0025820536797304754 -0.0017575905792665914 -0.0022502343201979118 0.0017085223892381038 -0.00249965201679639 0.0033483140833921879 -0.0034153488719146949
leaf_weight=0.62884723395108899 0.51706561818719521 1.4469390782760445 1.1509534502984013 2.7045539424871192 0.70587171311490293 0.56858990882756089 0.15797491371631656 0.4387440700083961 5.3153540646308128 0.72141133295372128 0.49397089192643751 1.723021187703125 0.24762266129255284 0.71057357732207904 1.6684211133979261 0.89159765472868446 0.554999574786052 0.82107923552393902 2.2363769478397293 0.1464672274887554 0.52206274121999774 2.6472090437309816 0.92368037020787574 2.5194711938966057 0.64798520528711367 0.86999323405325391 0.98554282914847136 3.4420445996220241 0.213439431041479 1.0129052687552753
leaf_count=44 101 90 111 201 18 74 1 18 650 24 19 132 6 58 45 197 179 8 173 3 8 227 39 167 17 35 17 952 12 284
internal_value=0 -0.000872683 0.000104288 0.00022995 0.000306601 0.000105282 0.000202046 -8.29525e-06 -0.000660014 0.000593784 0.00100099 0.00127748 -0.00206308 0.000681633 -8.95354e-05 -0.000298321 -9.67344e-07 0.000288543 0.00177784 -0.000149663 -0.000719874 -1.85469e-05 -0.00130691 0.00153846 0.00101387 0.00142435 -0.000147594 -0.00200751 -0.0014086 -0.00263703
internal_weight=0 12.1142 25.5206 24.122 23.605 20.9004 20.3318 17.9375 8.61366 9.32382 7.67873 7.18476 1.39858 3.08487 2.37429 8.04326 7.15166 6.59666 2.39435 5.77558 4.32864 3.16927 1.64509 6.74601 5.02299 4.37501 1.85554 4.07089 5.52879 1.15937
internal_count=3910 1992 1918 1801 1700 1499 1425 1251 783 468 405 386 117 121 63 996 799 620 174 612 522 235 63 368 236 219 52 996 662 287
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 484 52 39 42 160 42 43 3 47 50 15 1374 156 15 0 124 132 46 42 4 2 12 12 16 376 3 49 4 150
split_gain=4.03758 1.71586 1.70137 1.79008 1.65482 1.79501 1.65781 1.53829 1.48281 1.79814 1.81927 1.48763 1.42348 1.086 1.16798 1.04046 1.01132 1.07167 0.989225 1.02134 0.944354 0.880889 0.938691 1.03835 0.841687 0.75288 0.743844 0.893643 0.738415 1.52022
threshold=0.094485000000000013 -0.0043499999999999988 -0.27466499999999994 0.085220000000000004 -1.0000000180025095e-35 -0.092169999999999988 0.085545000000000024 -0.15648499999999999 0.16699000000000003 0.11603500000000001 0.11515000000000002 0.085950000000000013 -0.094679999999999986 0.013700000000000002 -1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.093105000000000007 0.092020000000000005 -1.0000000180025095e-35 0.22584000000000001 0.091985000000000011 0.099370000000000014 0.085665000000000005 0.081265000000000018 0.091535000000000019 -0.100615 -0.085174999999999987 -0.018664999999999998 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 13 -6 12 -8 9 10 11 26 -7 25 -15 -14 -9 -18 19 -5 -13 24 23 -23 28 -3 -4 -28 -17 -30
right_child=2 4 3 18 5 6 7 16 -10 -11 -12 20 15 14 -16 21 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0017167646164124716 -0.0010809705072165434 -0.0017545154889326252 0.0011181212370492725 -0.00030975005075265823 -0.0016092386023146257 -0.0020409434930842309 0.00060306616390901416 0.0011332901568487943 0.0012784276123195234 -0.0013070220083662718 -0.0018319777964165506 -0.0016571485985945331 0.0014897430912151773 -0.0017948668673319862 0.0016540872129280891 0.00050619940563811992 -0.0017258144550813619 0.0012645617090268205 -0.0011265926692442061 0.001599123741682235 0.00074181819266279044 0.00016438741020655546 -0.00057733273996766934 0.0017700618985918295 -0.0018490505124703592 0.00073865087841663206 -0.0010891402910367374 0.00047169159741995475 -0.0014717070869129365 0.00089641787588911031
leaf_weight=3.8636415961664161 2.8159407612401983 5.2602123417891553 4.5373855400830605 1.0173418307676909 2.8550217808224287 0.86014240980148216 1.750880899373447 0.48962946422398701 2.9131445693783453 3.0082925399765363 1.3051684335805465 1.7083822181448334 1.8950482886284632 0.51274376851506531 0.72874528355896451 3.4464412212837519 4.8260853656101848 0.39761516451835621 0.55776075646281231 5.5266988645307711 0.71287614852190007 2.4766135839745402 1.602622947655618 2.4615290835499763 0.92595690535381425 0.39946924149990071 1.3056445484981072 8.1002755430526943 2.3270461689680824 1.2924393136054275
leaf_count=485 170 773 104 21 301 35 39 10 148 83 74 89 21 55 16 94 603 13 9 283 8 44 21 27 40 6 21 177 100 40
internal_value=0 -0.000610312 0.000221483 0.000340978 -0.00048643 -0.000294739 -0.000143119 -0.000832684 0.000108991 -5.57603e-05 0.000157268 0.000315922 0.000154609 -0.00125326 0.000229645 0.000269566 -0.00127268 -0.00149819 0.0011116 0.00130237 -0.000950836 0.000110456 0.000586925 0.000964772 -0.000279498 -0.00157854 0.000535895 0.000255031 -7.3816e-05 -0.000626101
internal_weight=0 38.3719 33.5089 30.693 34.5082 27.6071 24.7521 7.46421 23.5912 20.678 17.6697 16.3646 17.2878 6.90117 1.24149 16.4277 5.71333 5.2237 7.1018 6.54404 2.42126 14.5326 6.54077 4.93814 7.99188 5.65968 13.9433 9.40592 7.06593 3.61949
internal_count=3910 2723 1187 1017 2238 1388 1087 665 704 556 473 399 422 850 71 387 626 616 313 304 97 366 92 71 274 779 302 198 234 140
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=484 1213 160 52 133 403 150 1373 14 1 122 1365 11 49 0 49 4 52 151 475 0 1 130 123 151 38 1 1374 0 16
split_gain=0.764637 0.764526 0.712713 0.696142 0.681914 0.69274 0.68139 0.571449 0.534503 0.556206 0.601079 0.524326 0.570482 0.49865 1.01514 0.709878 0.535794 0.593869 0.53694 0.497771 0.476014 0.49202 0.462369 0.450027 0.446441 0.44044 0.509688 0.765477 0.613835 0.683962
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 -0.26719999999999994 -0.084084999999999979 0.094545000000000018 0.099250000000000019 0.07802000000000002 0.12864500000000004 0.11355000000000003 1.0000000180025095e-35 0.088315000000000018 -0.085174999999999987 0.076335000000000014 -0.075429999999999983 -0.49837999999999999 0.10433000000000002 -0.52174999999999983 -0.086004999999999984 -0.10783 0.10113500000000002 -0.086274999999999991 0.08456000000000001 -0.082489999999999994 1.0000000180025095e-35 0.095575000000000007 -0.049459999999999997 -0.23029999999999998 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 19 -3 -4 -5 -6 23 8 9 11 -11 12 13 14 20 -15 17 -17 -18 -2 21 -7 -20 -1 -21 26 27 -24 -29 -30
right_child=1 2 3 4 5 7 -8 -9 -10 10 -12 -13 -14 15 -16 16 18 -19 22 24 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0030945102908621954 0.0036951092545322905 -0.0025919412929351904 -0.0026527061923215206 -0.003078894640073237 -0.0026885153832179082 -0.0019249309771645225 0.0018189013415785612 -0.0033956921810189221 -0.0019009771238058366 0.0023774650899735469 -0.0034019615596026075 -0.0025957103191636419 -0.001800441233841777 0.0033096871203121903 0.0039681559440975234 -0.003710001311435561 -0.0032654225767699955 0.0010684659434691455 -0.0025581391286367289 0.0032906327815923177 -0.0032477978801995016 0.0019313661961657869 -0.0038801537546660461 0.0032376459323088681 -0.0036062845671267821 -0.0010922715099328185 0.0021702289187356151 0.003927153691757692 -6.1236966571501055e-05 0.0023118622940800399
leaf_weight=2.3259570420486853 0.15284801274538029 1.235385660722385 1.0723812007927325 0.75215958413901418 0.91927169490373728 0.96949456818401858 0.50311432825401414 0.48034536920022119 1.1135811284184445 3.1155642711091782 0.24426277074962843 0.70680222357623179 1.2723754430189718 1.3943287674337792 0.51431923802010704 0.70702060661281041 0.38686319196134178 0.6096317395567894 0.45379413384947298 0.12908356462139603 1.1196952917380392 0.73002425162121654 0.43020710290878028 0.15040520648472 1.3924634464783585 1.0876849235501129 4.8721617643022901 0.79964285856114603 5.0842584333730318 2.185909557971172
leaf_count=576 4 272 301 171 392 29 24 29 45 264 6 41 43 72 16 42 38 6 51 6 59 30 35 12 555 42 267 13 387 82
internal_value=0 -7.06564e-05 5.06734e-05 0.000155911 0.000256477 0.000342401 -0.00194518 0.000440931 0.000507228 0.000607728 0.0019573 0.000413324 0.000507358 0.000644925 -0.000615536 0.000878209 0.000674186 -0.00149749 0.000861065 -0.00240807 -0.00145176 -0.000268468 0.000968107 -0.00270992 -0.00302117 0.00107877 0.00125536 0.000730966 0.000976788 0.000652279
internal_weight=0 33.9316 32.2572 31.0218 29.9494 29.1972 2.97948 28.278 27.7976 26.684 3.35983 23.3242 22.6174 21.345 3.33353 18.0115 16.6172 1.31665 15.3005 1.6744 2.81921 1.69952 14.9137 2.47636 1.52155 14.4599 13.3722 8.50002 8.06981 7.27017
internal_count=3910 3298 2733 2461 2160 1989 612 1597 1568 1523 270 1253 1212 1169 134 1035 963 48 915 565 118 59 877 588 561 826 784 517 482 469
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=1456 1212 1 42 132 474 146 160 42 376 0 14 47 124 1 13 484 48 454 1 15 158 49 3 457 151 4 2 42 3
split_gain=0.729221 0.673182 0.654106 0.631286 0.738693 0.584317 0.573694 0.561086 0.537766 0.536457 0.508775 0.501252 0.495333 0.538703 0.486389 0.474756 0.46525 0.692 0.544456 0.533227 0.654149 0.591938 0.616199 0.788272 0.532507 0.474663 0.465445 0.520996 0.584835 0.56704
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11561500000000001 -1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 0.11615000000000002 -0.098319999999999991 0.11315500000000002 0.084195000000000006 -0.017269999999999997 0.088250000000000009 0.117025 -0.027784999999999997 1.0000000180025095e-35 -0.54268499999999997 -1.0000000180025095e-35 0.12675000000000003 -1.0000000180025095e-35 0.10113500000000002 -0.035939999999999993 0.085110000000000005 -0.085974999999999982 -0.100615 0.12931000000000001 -1.0000000180025095e-35 0.15045000000000003 -0.0098549999999999974 0.091955000000000023 -0.5217799999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -5 10 -7 11 -3 -4 12 13 -9 -6 -15 24 18 -18 21 -21 22 23 -20 -17 -22 27 -24 -29 -30
right_child=1 2 6 5 14 7 -8 8 -10 -11 -12 -13 -14 15 -16 16 17 -19 19 20 25 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0022513392705878158 -0.0032152150243144064 -0.0030562360806270445 0.00067528812348158489 -0.003582453745286665 -0.0020770307632832124 -0.0018192835137843969 -0.0031633247085256131 0.0021297221086323099 -0.0029009112706846504 0.00031130532969042497 0.0031363414598380309 -0.0033428828511471971 -0.0028574490139055735 -0.003223122658155757 0.0027825265347805059 -0.003259760607712295 -0.0030204385219073158 -0.0037541931646384663 0.0011453012596479811 0.002927697036751763 -0.0026146094081636187 -0.0034299272461421446 -0.0032135579789570462 -0.0031848268369032108 0.0032640440714944144 0.0015944378033070079 0.0027586500951695321 0.000942412577840471 0.0038083810151448385 -0.0033448779121160797
leaf_weight=1.6514214645721939 0.68179672869155084 2.1327774590463413 5.7337650381959975 0.4653288054978536 0.32712857716251154 1.5601736652315654 0.34528738213703025 1.6598020365927606 0.56466607440961425 0.61687474814243604 0.99745544453617085 0.38584135100245376 0.48454355087596823 0.39289989159444161 0.57364432414760813 0.66603588295404392 0.42357223876754702 0.38965568481944579 0.75668877339921892 1.9569800985045733 0.45676262420602143 0.40795995877124447 0.36040553497152217 0.97079353779555677 0.15624305524397641 0.6663638683967299 1.0625425740145154 7.9019492994410658 0.13770915567874908 0.6024710185592993
leaf_count=369 282 688 398 116 100 278 8 116 188 21 110 27 42 8 49 250 30 9 15 93 10 20 44 64 5 62 27 373 1 107
internal_value=0 -8.69982e-05 -2.26724e-05 -0.000255362 -0.00148189 -5.57425e-05 0.000834882 1.89741e-05 0.000159536 -0.00230074 0.00103998 0.000246642 0.000317838 0.000398948 0.00101771 0.00023298 0.000313253 0.000432473 0.000536353 0.000634946 0.00181736 0.000336437 0.000466733 -0.0012881 -0.00202016 -0.000117333 0.000767918 0.000532958 0.0006892 -0.00201403
internal_weight=0 33.8381 33.1563 26.0798 3.65043 22.4294 7.07651 21.9641 20.4039 2.74965 6.73122 19.8392 19.4534 18.9688 0.900773 17.309 16.9161 16.0939 15.7042 15.2806 3.08011 12.2005 11.7926 1.72748 0.822279 1.12313 10.0651 9.00254 8.64213 0.74018
internal_count=3910 3541 3259 2743 858 1885 516 1769 1491 709 508 1303 1276 1234 149 1118 1110 855 846 816 165 651 631 79 255 72 552 525 481 108
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 50 4 47 131 43 3 14 52 43 4 46 15 2 13 474 2 2 0 43 160 43 15 42 150
split_gain=4.12689 1.83983 1.62933 1.96082 1.59554 1.43388 0.993113 1.72266 1.2354 1.32093 0.975647 0.944675 0.914729 0.858487 0.830659 0.868719 0.817054 0.807089 0.826246 1.26126 0.707856 0.817876 1.84787 0.69923 0.673226 0.989972 1.52929 1.14165 1.52599 0.892723
threshold=0.094485000000000013 -0.041094999999999993 -0.115685 -0.032959999999999996 0.16699000000000003 0.34489500000000001 0.11515000000000002 -0.17479499999999998 0.09252500000000001 0.088565000000000019 -0.074254999999999988 -0.021064999999999997 0.077685000000000018 -0.24456499999999998 -0.076484999999999984 0.10597500000000001 0.13643000000000002 -1.0000000180025095e-35 0.11085000000000002 -1.0000000180025095e-35 0.084655000000000022 0.097940000000000013 0.10433000000000002 -0.23029999999999998 -0.077544999999999989 -1.0000000180025095e-35 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 12 24 6 -2 7 -3 9 13 14 -5 17 -9 15 -10 -8 -1 19 -19 21 23 -23 -13 25 -4 27 29 -29 -27
right_child=1 4 3 11 -6 -7 16 8 10 -11 -12 20 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.001400716259854586 0.001279156103684716 -0.0021214110124796902 -0.0020557655493701082 0.0017293649775327327 0.0017536963992551551 -0.0022257464202463028 -0.0021183503966117527 -0.0013040961628866491 -0.0021154008140894178 -0.0014524946745441741 -0.0013222418901030018 -0.00013956554993460854 -0.0020654300995900875 0.00086445416181826784 0.0020534239528660668 0.00076355606692431308 0.00082561653037576549 0.00061017503061747429 0.0013634498951398935 -0.0017195831821091973 0.00058913632115686248 0.0017983997559797421 -0.0011763470508258126 -0.001480769503533862 -0.001870565946436148 -0.0020844362615410664 0.0025366569834472355 -0.0020559774455147788 0.0016746331180125362 0.00046789004090079007
leaf_weight=2.0501032900065184 8.0275916773825848 1.5097790518775642 2.7410097604151815 0.82345180958509523 1.9148401296697546 0.51172724738717157 1.7374898896086954 0.80964061105624452 0.74470998300239477 1.2945214270148415 3.4850978367030612 2.2771566929295641 0.72611079551279534 10.637257014401255 0.79356982000172127 1.0285980142652986 0.50043494440615166 1.8900802601128814 1.1945788655430076 1.9413466637488448 2.036801173351706 1.5067710792645814 2.0068873716518283 5.4035057276487315 7.3500798682216582 2.9242678729351614 0.58387424284592437 0.70614555990323413 1.2550240729469804 0.69997778115794052
leaf_count=48 367 117 400 18 85 8 92 25 43 74 81 46 72 271 8 10 6 41 12 56 53 25 49 146 1267 277 12 140 39 22
internal_value=0 0.000257856 -0.000722803 -0.000935737 -2.5415e-05 0.00106912 -0.000176548 -3.50758e-05 0.000132531 0.000491255 -0.000622702 -0.000380387 0.000104535 0.000711072 0.000327077 -0.000445477 -0.00146003 0.000327204 -0.00011068 -0.000570291 -0.000511689 -0.000711984 9.93212e-05 -0.00108313 -0.00141575 -0.00104058 -0.000589527 -0.000916324 0.000331377 -0.00159149
internal_weight=0 32.9953 38.1172 30.315 24.4559 8.53932 22.5411 20.3032 18.7934 12.7414 6.05198 14.0546 7.80222 11.4469 2.56688 1.77331 2.23792 7.07611 5.02601 3.83143 13.2311 11.1943 3.51366 7.68066 16.2604 8.9103 6.16929 5.58542 1.96117 3.62425
internal_count=3910 1187 2723 2494 812 375 727 629 512 370 142 337 229 296 61 53 98 157 109 97 319 266 74 192 2157 890 490 478 179 299
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=123 484 1 51 14 147 375 133 155 132 42 48 160 49 454 1213 475 474 15 15 1 52 49 0 1374 3 151 2 1 4
split_gain=0.680131 0.695285 0.826954 0.812302 0.799523 0.657389 0.649551 0.616904 0.600747 0.556996 0.895665 0.553728 0.579585 0.524991 0.452393 0.453268 0.479109 0.46068 0.506435 0.802951 0.461688 0.747944 0.594006 0.664366 0.683303 0.744492 0.575554 0.494966 0.460327 0.526067
threshold=1.0000000180025095e-35 -0.0043499999999999988 0.13662500000000002 -0.40274499999999996 0.077685000000000018 0.10058000000000002 -1.0000000180025095e-35 0.13493500000000003 0.088505000000000014 0.080815000000000012 -1.0000000180025095e-35 0.12675000000000003 -0.098319999999999991 0.082865000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084944999999999979 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.10420500000000001 -0.092854999999999979 -0.085974999999999982 -0.032484999999999993 -0.094679999999999986 0.086245000000000016 -0.084019999999999984 0.083185000000000023 0.095575000000000007 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 7 -1 -2 8 9 10 -3 12 13 -12 -14 16 -16 -17 -19 -20 21 -21 -23 24 -24 27 -22 28 29 -26
right_child=6 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 14 -15 15 17 -18 18 19 20 26 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027719636057085112 -0.0038060675662674112 -0.0023283028481354837 -0.0037333149726453841 0.0030300783229744331 -0.0039245849035628557 0.0038816397246745457 0.0015558482372340461 -0.0036556453854371166 -0.0033834592116815153 0.0016335563363603894 -0.0033343579664953937 -0.0026577431608181407 -0.0033518812929062532 0.0011083256332558593 0.0037182153360297114 -0.0043209351835315274 -0.0036552585999927775 0.0031982920018627844 -0.0033631349028233489 -0.0026813871544583787 -0.0016258286938161122 -0.0018003843301674894 -0.0016690758521846977 -0.00069022799193439049 -0.0031153806967884278 0.0038251179231471215 0.0025963513759521312 0.0020685465470249857 0.0025166434307318649 0.003280059070105288
leaf_weight=2.2663542066584372 0.31386598525568832 2.4089102809666825 0.26585437264293421 1.6076829286757846 0.79906131199095298 0.20829985290765751 3.8568952863570294 0.67853067256510158 0.7352233583223996 2.1797062592813736 1.0922018605051764 0.96611518994904955 0.42066250613428025 0.4972906500333919 0.13867869228124619 0.2464342577150419 0.61642846377802563 0.9196820505894977 0.67454008036295654 0.9833420101786271 0.49788820394314859 1.1747746678302267 0.76349631894847902 2.4162456714545932 0.84294884192058395 1.8286963948048649 2.4844926933292291 2.3548264055862091 0.43707673205062736 0.20551634393632412
leaf_count=590 8 634 12 149 88 3 326 361 206 163 228 44 32 62 4 27 217 58 20 128 26 54 48 37 95 26 104 138 16 6
internal_value=0 -0.000390201 -0.000230546 0.00207035 -0.000394065 -0.00221191 0.00115234 -0.000283709 -0.000191768 -9.46003e-05 -0.000266054 -1.20949e-05 0.00012536 -0.00194441 0.000318818 0.000411921 -0.00230109 0.000541334 0.000618225 0.00045641 0.000640581 0.000301642 0.000594286 0.000912204 0.00151412 0.00194283 0.00189149 0.00104652 -0.000573551 -0.00186177
internal_weight=0 30.711 28.2363 1.87354 26.3628 2.47465 4.17076 25.5637 24.8852 24.15 21.9702 19.5613 18.5952 1.58949 17.0057 16.5851 0.755107 15.83 15.5835 14.6638 13.9893 11.0069 10.0236 8.84881 6.43256 5.66906 2.98238 3.84037 1.48554 1.04847
internal_count=3910 3576 2983 161 2822 593 334 2734 2373 2167 2004 1370 1326 290 1036 1004 221 783 756 698 678 548 420 366 329 281 130 255 117 101
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=4 12 3 51 49 151 50 43 52 133 133 0 12 160 43 15 158 52 15 3 42 47 1 1429 3 52 47 16 0 42
split_gain=2.56891 2.02245 1.0777 1.06084 1.04662 1.03399 0.939032 0.930632 0.87842 0.846489 1.05877 0.904598 0.820155 0.783241 0.75045 0.715975 0.710117 0.872679 0.707512 0.929312 0.660386 0.61245 0.600778 0.587598 0.54668 0.698108 0.532443 0.794105 0.532051 0.514577
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 -0.40274499999999996 -0.072894999999999988 -0.27336999999999995 0.11901000000000002 -0.049504999999999987 -0.016329999999999997 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.097510000000000013 -1.0000000180025095e-35 -0.0088849999999999988 0.079360000000000014 0.094245000000000009 -0.42035499999999998 -0.18057999999999996 0.31335500000000011 0.085465000000000013 0.13135500000000003 0.10113500000000002 0.084965000000000013 -0.016619999999999996 -0.092854999999999979 0.096475000000000019 -0.53943499999999989 -0.061129999999999997 0.090930000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -2 26 8 -5 10 11 22 16 -3 -9 18 17 -13 -16 24 -19 -14 23 -6 -20 -26 -7 -28 -10 -24
right_child=5 2 -4 7 9 6 -8 14 28 -11 -12 12 21 -15 15 -17 -18 20 19 -21 -22 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0021915126854208716 -0.0017946518291964242 -0.0017661090286561632 0.00053153219032127863 0.0014150129099197431 -0.00197861743554227 0.0015581658543360592 -0.0012835039288467598 -0.0018642679299778957 -0.0010654673118391297 -0.0020322150579711309 0.001783950589081036 -0.0020868554215548334 -0.0021330762055704225 0.00049751362897686863 -0.0016712370827223731 -0.0015445234779095992 -0.0021970439472473284 4.6806998580014703e-05 0.001148907736426422 0.0021321584563946429 0.0021728230775600304 0.00076634625615962541 0.00034052394593850251 0.0013939574919819742 -0.0018475670853088384 6.0001464642679973e-05 0.0016371631272670893 -0.001144890414677814 0.00070624078800809683 -0.0019739480645998781
leaf_weight=0.86699204496108251 0.59064482757821579 0.82876963750459287 2.2799497768282881 3.8687264062464237 5.4871213429141825 5.5998762035742384 0.68126083072274912 1.0112474323250378 1.3016957293730231 3.8447966278763479 0.58333451300859529 0.44565521762706373 1.4422623671125618 3.0219657255802366 0.88090129196644085 1.2091680306475598 0.4550316841341554 1.3216438076924504 1.7011320190504182 1.0157426870428015 1.1737824813462792 0.39484982611611474 1.1606271397322414 0.22898397862445552 0.90166357276029785 8.6233586869202465 0.87781828176230192 0.86845368240028598 1.6172597855329538 0.63092069793492545
leaf_count=28 20 75 31 162 1183 348 18 41 47 940 17 77 142 97 36 60 26 34 24 52 16 7 41 17 67 198 17 23 37 29
internal_value=0 -0.000387152 -0.000815479 4.67962e-05 -0.000961585 0.000839398 0.00103321 0.000134483 0.000770448 -0.00117957 -0.000933533 -0.00105795 -0.000399624 1.03283e-05 -0.000146861 -2.56828e-05 0.000200977 0.000571989 0.000114267 0.000242748 0.00104683 -0.0015099 -0.00151684 -0.00184351 7.17943e-05 -0.000120574 0.00124805 0.000253596 -8.38449e-05 -0.000474552
internal_weight=0 46.2976 23.2997 22.9979 21.0197 8.61805 8.02741 22.1309 6.78768 17.169 13.3242 12.7409 5.23323 3.85074 15.3432 14.332 3.39611 2.94108 13.1228 12.2419 2.49543 1.83711 7.50765 5.71611 11.2262 9.52502 7.34615 1.74627 2.91896 1.79155
internal_count=3910 3484 2732 752 2701 426 406 724 246 2529 1589 1572 302 172 478 437 153 127 377 341 50 149 1270 1200 289 265 388 40 84 70
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 3 3 47 52 15 4 50 11 160 48 106 47 159 50 49 475 52 52 13 43 43 15 42 15 15 0 43 4 15
split_gain=3.54859 1.66329 2.05806 1.57823 1.77553 1.17192 1.14479 0.996675 0.990866 0.946921 1.0046 0.906396 0.845895 0.801602 1.07444 0.673779 0.725587 0.906617 0.72643 0.652293 0.675742 0.839566 0.905193 1.0061 1.30066 0.641126 0.833704 0.631778 0.773139 0.715752
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 0.086785000000000015 -0.27466499999999994 0.05377500000000001 0.22584000000000001 0.11843500000000001 0.080455000000000013 -0.51385999999999987 0.12862000000000004 0.092305000000000012 0.077735000000000012 -1.0000000180025095e-35 0.08920500000000002 -0.088329999999999978 -0.071179999999999979 -0.087604999999999988 -0.081429999999999989 -0.17606499999999997 -0.077544999999999989 -0.078644999999999979 0.041585000000000004 0.08401500000000002 0.099325000000000011 0.079360000000000014 0.039665000000000006 -0.074254999999999988 0.08734500000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 9 25 -6 11 -11 15 -5 27 -4 -17 -18 -19 -3 21 22 -21 -24 -25 -1 -27 28 -15 -29
right_child=3 2 12 13 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 18 -20 20 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.00079571304232238938 -0.0017463649801639442 0.0021319010328202988 -0.001797941072709976 -0.0015487279410972914 -0.0020348963493013981 -0.00098432279767809733 0.0015918351865433578 -0.0011399906513225614 -0.0015098974398492853 0.0014129140445687319 -0.00072244402866264434 -0.00083511179948191528 -0.0017765713014778158 -0.0008860688031498247 0.0017232600015523335 0.0011711464553938633 -0.0016636101881430335 0.001707088299443788 -0.00014659986251421852 -0.0016585481863487189 -0.001861570466145395 0.00088693925870395149 -0.0019415285347018623 0.0020956593185960911 -0.001942456526967098 -0.0019747353007466199 0.0016863124096310946 -0.00031375646750040411 0.0012073349453202808 -0.0020262832129723778
leaf_weight=5.1903354329988352 1.090207844274121 0.19844995439052482 0.80010143294930358 1.5796262370422471 0.34735070401803092 2.3411443838849659 0.86806749459356058 0.77236981410533267 1.0304740697611121 13.004230688791717 0.96613119449466545 0.69356068316847164 1.218311522155999 1.0444023045711213 1.0800916464067993 1.708072503563012 1.3121607434004516 0.87035786360501788 7.1672273417934855 4.9141496086958796 5.8130255374126172 0.78024958958849122 0.74809357756748829 0.93100046110339441 0.42718767467886209 0.73411943833343662 0.33145172614604235 3.5989984497427927 1.705009351018816 1.1929470309987666
leaf_count=97 113 2 19 66 11 143 13 29 67 558 13 20 51 55 33 36 66 10 155 615 1265 37 154 22 62 60 5 64 27 42
internal_value=0 -0.00058098 -0.000801022 0.000319783 0.000631519 0.000768012 -0.000287492 0.000982623 0.000231027 0.00109184 0.0011659 0.00129909 -0.000256221 -0.000293938 -6.40349e-05 -0.000100017 2.28383e-05 -0.000186942 5.41286e-05 -0.0013168 -0.00136707 -0.000998567 -0.00120812 -0.000157234 0.00082556 0.000517792 -0.000835946 -0.000320016 0.000412126 -0.000740087
internal_weight=0 34.1748 26.8884 30.2841 20.0831 18.9929 3.20921 15.7836 7.28638 15.0113 14.6639 13.6978 13.0762 10.2011 8.62145 11.8579 11.0578 9.34975 8.03759 13.8122 13.6137 7.80068 7.02043 2.10628 1.35819 6.25591 1.06557 7.54136 2.74941 4.79195
internal_count=3910 2723 2494 1187 900 787 156 631 229 602 591 578 337 287 221 286 267 231 165 2157 2155 890 853 238 84 162 65 188 82 106
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=1456 1213 4 403 480 133 52 1365 151 1373 11 14 1372 1 1374 484 0 156 106 38 15 122 0 149 475 43 0 3 12 43
split_gain=0.69356 0.648931 0.602972 0.657396 0.638978 0.557094 0.712532 0.467984 0.452346 0.443325 0.447849 0.525213 0.470672 0.479289 0.620211 0.556026 0.672703 0.525259 0.520024 0.603276 0.518779 0.557382 0.539649 0.431927 0.428761 0.426527 0.5496 0.614395 0.685301 0.50502
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51224500000000017 -0.084084999999999979 0.086640000000000009 -0.26719999999999994 -0.42985499999999993 1.0000000180025095e-35 -0.035524999999999994 0.099250000000000019 0.088315000000000018 0.088250000000000009 -1.0000000180025095e-35 0.094695000000000015 -0.094679999999999986 -1.0000000180025095e-35 -0.23029999999999998 0.11896500000000002 0.092305000000000012 0.11976000000000002 0.05377500000000001 0.09197000000000001 -0.10303999999999998 0.11234000000000001 -0.086004999999999984 -0.077224999999999988 -0.074249999999999997 -0.084129999999999996 0.085775000000000004 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 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 24 3 -3 5 -5 -7 9 -1 10 11 12 -8 14 -14 -16 -17 18 19 20 21 23 -22 -15 -2 26 27 -18 -29 -27
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 -13 13 17 15 16 25 -19 -20 -21 22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00055793505537549387 0.0034842111523076388 -0.0028149345457724327 0.0028459039115535096 -0.0025465875698312528 -0.0029184811378038214 -0.0028778248208636745 -0.0031653291202042876 -0.0022968675074728916 -0.0034262203028515912 -0.0029351109496872523 -0.0014431202198835463 -0.0031630062681216576 -0.0036787235325986905 0.0022913180338262878 -0.0034543325322268174 0.0034743657881886815 -0.0032113741803687572 -0.0023155260660279149 -0.0023086829034579355 -0.0027396019633864014 0.0021748438784914294 -0.0015561267899147167 -0.0020871095312134983 -0.0014315137124733463 -0.0028577399334199943 -0.0011522934306753571 0.0020931315816420655 0.0022112641300508344 -0.0033991441958611118 0.00072349701555126712
leaf_weight=0.44411538878921408 0.13276683539152134 0.94884719542461127 0.83109313528984685 0.86600596812787856 0.80973258125595649 0.83022699150024593 0.37268176855290036 0.77183794719166954 1.1781804268248368 0.45414126594550808 1.3866924071917299 0.43030146928504009 0.45094121294099565 7.7882922580465568 0.42234393855327468 0.78939919103870337 0.57258966279914592 0.47476723510772068 0.43393898103386241 0.37495755916461426 0.57746195909567177 0.49438280751928765 0.8050321448827169 0.36946367658674706 1.3227202061680134 3.5297801243722065 2.5324479968985658 1.0764583169948307 0.31957256596069772 3.0095960754551925
leaf_count=41 4 445 167 198 183 273 43 61 328 27 63 31 34 450 161 15 127 12 9 11 17 12 60 6 551 289 70 41 72 109
internal_value=0 -8.26762e-05 1.81047e-05 -5.79724e-05 2.93913e-05 0.000111325 0.000192753 0.000285667 -0.00233553 0.000360419 0.000417519 0.000521454 0.000586446 0.000644654 0.00019609 0.000338702 0.00047412 0.0011481 0.00129975 0.00145017 0.00160673 0.0019125 -0.00030691 0.00212271 -0.00227924 0.0002596 0.00105664 -0.000276711 0.000926957 -0.000289004
internal_weight=0 33.1785 31.723 30.8919 29.943 29.1333 28.2673 27.4371 1.6223 26.6652 26.2111 24.8244 24.3941 24.0214 12.7031 12.2522 11.8298 11.3183 10.8435 10.4096 10.0346 8.65214 1.38249 8.15776 1.45549 11.0404 4.50107 1.96862 1.39603 6.53938
internal_count=3910 3541 2986 2819 2374 2191 1993 1720 369 1659 1632 1569 1538 1495 918 884 723 577 565 556 545 468 77 456 555 708 310 240 113 398
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 3 16 160 133 133 0 16 50 158 2 16 16 1429 3 47 4 1429 1 13 16 4 42 0 3 1375
split_gain=3.3969 2.50642 1.50102 1.3979 1.16863 1.16312 1.1097 1.07732 1.01611 1.41033 1.14287 0.874894 0.849022 0.84142 1.07806 0.815665 1.04652 0.866196 0.784102 0.800211 1.11516 0.946632 1.51995 0.746905 0.97447 0.867922 0.707527 0.69127 1.11314 0.588381
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.081629999999999994 -0.013944999999999997 0.10994000000000002 -1.0000000180025095e-35 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.094359999999999986 0.11901000000000002 0.094245000000000009 0.10648500000000001 -0.17157499999999998 -0.30307999999999996 0.084965000000000013 0.31335500000000011 0.09252500000000001 0.0057500000000000008 0.084545000000000009 0.10134000000000001 0.10741000000000002 0.0015250000000000001 -0.0058549999999999991 -1.0000000180025095e-35 -0.053834999999999994 -0.115685 -0.093609999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 23 11 -3 9 10 15 29 -4 14 26 16 -6 -17 19 20 21 22 -13 25 -25 -1 -12 -28 -29 -7
right_child=2 3 12 -5 8 6 -8 -9 -10 -11 13 18 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0012460250796173021 -0.0013723381382372826 -0.0015086404278390924 0.00093188946456169779 0.00043233725730678214 -0.001508767788136277 -0.0016614601210564186 -0.00093935938606917074 0.00045090574359965557 -0.0014547899826899005 0.0014697938493016269 -0.0015209859810288069 -0.0010341713155520224 -0.00080039049278307704 -0.0015731977063028516 -0.0013548773117412381 -0.0014327032977974287 0.00056339616015993043 0.0010807928064162755 0.0015211166125759261 -0.00099853671845946592 0.001037556904854563 0.0012261202432393438 0.00095667906027078109 -0.0010636057609177466 0.00075937317725984789 -0.00033520531371765492 0.0012662639074213647 0.00071279668359939576 -0.0015619487592957943 -0.00028138643368665929
leaf_weight=3.3685749778524041 0.73553831316530605 0.76096891355700824 8.1159840659238363 2.4205826930701724 0.89405394461937282 0.76572010479867447 3.3468322311528018 2.838484304957098 4.8164596508722743 0.62231532251462418 0.40789685258641828 2.7489103702828257 0.65391273051500398 0.90600554971024383 1.0591927999630568 6.967516806209459 1.2503215381875694 0.30613852594979096 0.94576392881572324 1.1842119428329168 2.7488329485058784 0.89604015881195653 1.1690539810806511 1.1925614106003197 1.322893272154033 0.95237212441861885 1.5071785352192821 1.4024772348348054 0.68477452779188475 4.8200094215571907
leaf_count=104 20 58 388 31 50 12 135 81 951 17 21 82 18 44 140 1196 21 19 43 35 53 18 58 35 26 36 32 41 30 115
internal_value=0 -0.000315983 0.000634417 -0.000627771 -0.000732836 1.27365e-05 -0.000176638 3.66335e-05 -0.000865838 -0.000688633 -0.000775937 -9.56058e-06 0.000802725 -0.000275193 -4.28522e-05 -0.00109322 -0.000300551 -0.00132691 0.00025611 0.000119333 0.000294372 -0.000129992 -0.000440135 0.000528676 -0.00010489 0.000897509 0.000304368 0.000511509 -3.34898e-05 -0.000470574
internal_weight=0 52.3061 9.50544 26.8444 24.4238 25.4618 18.6254 3.59945 20.8243 16.0079 15.3856 15.2785 8.7699 5.96753 5.06152 9.41803 2.14438 7.27366 9.69281 8.74705 7.56284 4.814 3.91796 6.8364 2.51545 4.32095 4.00233 3.59443 2.08725 5.58573
internal_count=3910 3484 426 2732 2701 752 551 139 2562 1611 1594 416 406 308 264 1286 71 1215 289 246 211 158 140 201 61 140 124 103 71 127
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=4 11 1456 403 480 1212 151 156 1 0 133 403 1373 2 3 1 40 43 42 51 13 4 2 4 43 13 16 52 15 49
split_gain=0.689698 0.620358 0.643977 0.661016 0.61229 0.576392 0.573906 0.439368 0.430286 0.767673 0.6888 0.572431 0.509988 0.610692 0.655204 0.606127 0.468802 0.45515 0.461715 0.461418 0.475997 0.470615 0.456759 0.515084 1.0639 0.450921 0.559065 0.610145 0.433281 0.520494
threshold=0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 -0.27336999999999995 0.10691500000000002 1.0000000180025095e-35 -0.084074999999999997 0.085355000000000014 0.07955000000000001 0.089210000000000025 0.075670000000000015 0.013395000000000002 0.095575000000000007 -1.0000000180025095e-35 0.24789500000000006 -0.089024999999999979 -0.031524999999999991 -0.5337599999999999 -0.51381999999999983 0.08400500000000001 -0.084009999999999987 0.093240000000000017 -0.48634999999999995 0.0015250000000000001 -0.089799999999999977 -0.18057999999999996 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 8 9 25 11 12 13 15 -15 -10 -17 18 -11 -20 -21 -22 -23 -24 -25 -7 -27 -28 -16 -30
right_child=6 -3 3 4 -6 7 -8 -9 10 17 -12 -13 -14 14 28 16 -18 -19 19 20 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0026632205909760706 -0.003182915536540115 -0.0029328598268305618 -0.0036018139839425495 -0.0036168516379941054 -0.003628459127888064 0.002138280613838835 0.0012295245641510454 -0.0033012373958765974 -0.0032218922939189925 -0.0028758373603663275 0.003436606267535885 0.0036907972641126788 -0.0035912654957489325 0.0027649062297195521 -0.0030982159150116637 -0.0022119197527309528 0.00065658666829812216 -0.0038612486060574849 -0.0036774417293800633 -0.0039738165265276295 -0.0015163385562803589 -0.004016653570357122 0.0030113489206827176 0.0017476164196960574 -0.0051340420921978068 -0.0036548839507742304 -0.0036540832313037962 0.0037515014272920997 -0.00044087779524250688 0.0019191698843685615
leaf_weight=1.4163331398740471 0.40596003201790143 1.2108931566472154 0.70492396509508637 0.55096630100162514 0.61006293707759951 0.28572221845389956 5.4555361648090175 0.48049697349779208 0.95949654065770307 0.49846265476662655 0.98452083684969771 0.61969486391171891 0.4466303380904727 1.9116285803029311 0.4364484257530411 0.96836563269607756 2.9707509140716866 0.33447901520412404 0.29031533311353985 0.23974636197090049 0.71053227875381697 0.17667963099663353 2.2860994822694911 1.5953150371206 0.35139924124814559 1.7179611749597818 0.25919916533166543 0.31703670904971648 2.6484388416865836 2.1870020984206362
leaf_count=359 20 175 432 260 203 3 452 97 208 107 122 35 24 98 17 35 124 55 63 3 11 5 59 188 13 484 53 12 95 98
internal_value=0 -0.000425932 -0.000313329 -0.000183027 -8.59963e-05 3.2054e-06 0.000923924 8.74466e-05 0.000157642 -0.00045129 0.000548128 0.000331846 0.000165707 0.000304588 0.000969282 -0.000670146 -4.85874e-05 0.000206037 0.000427296 0.000718706 0.000956826 0.0011877 0.00162343 0.00185884 0.000505416 -0.00210308 -0.0026313 0.000420363 0.000318174 0.000626539
internal_weight=0 28.1696 26.9587 25.5424 24.8375 24.2274 5.8615 23.6764 23.1959 9.06295 14.133 13.1485 12.5288 12.0821 7.18352 4.89861 3.93912 6.48303 6.14855 5.65009 5.35977 5.12003 4.40949 4.23281 1.94671 2.57992 2.2942 0.576236 5.27189 4.83544
internal_count=3910 3438 3263 2904 2472 2269 472 2009 1912 1056 856 734 699 675 308 367 159 504 449 342 279 276 265 260 201 552 549 65 210 193
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=4 12 151 1 3 16 0 16 12 2 50 0 13 52 0 4 43 147 52 48 4 4 49 151 4 3 12 1 16 47
split_gain=2.78437 2.10451 1.3751 1.21327 1.02567 1.06763 1.00877 1.08297 0.946374 1.13058 0.884612 0.850723 0.828502 0.914041 0.839007 1.00474 0.784943 0.704702 0.759151 0.680171 1.06026 0.793666 0.733521 0.903686 0.68807 0.647859 0.599777 0.86061 0.816642 0.588698
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 -0.013944999999999997 0.10994000000000002 -0.070894999999999986 0.3935300000000001 0.098845000000000016 0.091985000000000011 0.11901000000000002 -0.10575999999999998 0.10741000000000002 -0.012244999999999997 -0.068039999999999975 -0.0058549999999999991 -0.50329499999999994 0.088565000000000019 0.18936500000000003 0.09227500000000001 -0.0010999999999999996 0.0066400000000000009 -0.006494999999999999 -0.085109999999999977 0.10451500000000001 0.14320000000000002 0.11655500000000001 0.083370000000000014 -0.50763499999999995 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 12 17 11 8 9 16 29 26 14 -14 15 -1 -8 18 19 20 22 -22 23 -6 -23 -13 27 28 -3 -4
right_child=2 3 10 -5 5 -7 7 -9 -10 -11 -12 25 13 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011574310883967372 -0.0018181354034465553 0.00091017562007775677 0.0014575009156195251 0.0009676813150529004 0.0012597063913694991 -0.0012513166560240748 0.0012627638489360658 -0.0016700924307360633 -0.0010555078866245095 0.00134224494106467 -0.0011586906963128409 -0.0016013288750965325 0.0013322868425901728 -0.0011148596963215232 0.00199513383846902 -0.0018474686543488265 -0.0014794514617666665 0.0015669033364463115 -0.0016416955763061047 0.00069232706602299768 -0.0020490381467582405 0.00041666022465628865 0.0011026416547686609 -0.0012706156213872469 -0.0015685610356644653 0.0015036091138645479 -0.0022152218049134261 0.00063769204926346053 -0.0017861975100413572 0.00018356191515554385
leaf_weight=1.3987195165827868 0.72011041175573964 0.5666920361109079 5.9381053228862566 1.3741863504983474 0.80234253127128097 3.289460483705624 0.56608193367719639 1.8839359688572583 2.1591037951875478 2.5841709275264293 0.67205920163542021 10.09056193125434 0.89349530497565899 1.6169677472207693 2.1953075956553247 0.59932695468887676 1.2915302102919684 0.97415809752419669 1.1654935572296388 3.7431119387038043 1.6347451996989519 1.7167673627845945 2.3975387793034315 1.5805128873325873 1.0676605198532341 0.25990421511232931 0.69848999218083907 2.0408061330672354 1.6762147792615005 1.77697715209797
leaf_count=44 20 25 348 40 27 135 7 211 164 72 18 1954 27 34 72 24 75 30 43 100 51 39 58 38 30 4 17 55 108 40
internal_value=0 -0.000410005 0.000756871 -0.000806399 -1.17754e-05 -0.000249001 -0.000908757 -0.000371562 -9.52779e-07 0.000511655 0.000977958 -0.00120603 0.00063834 -0.000243899 0.00116652 0.000256092 -0.000643799 -3.03956e-05 -0.000140688 -5.52141e-06 -0.000289461 -0.000975078 0.000344348 -0.000418619 -0.000344553 -0.00152336 -0.000546779 -0.000274728 -0.00110493 0.00116408
internal_weight=0 50.2673 9.10725 25.1917 25.0756 18.3718 23.8175 8.48482 6.60089 4.44178 8.38714 15.3327 6.70382 2.51046 4.19335 1.99805 1.85761 15.0823 14.1082 12.9427 9.19957 4.41917 4.78039 2.38286 2.78443 10.3505 4.9822 4.28371 2.24291 7.71508
internal_count=3910 3484 426 2732 752 551 2692 529 318 154 406 2163 201 61 140 68 82 416 386 343 243 120 123 65 69 1958 205 188 133 388
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=4 12 403 453 158 51 1212 480 11 1456 147 1453 47 1211 156 1 456 12 0 129 43 52 52 3 39 13 3 132 159 3
split_gain=0.621315 0.628936 0.615007 0.611428 0.581664 0.524942 0.522485 0.537755 0.512362 0.497289 0.493621 0.459621 0.449124 0.412466 0.422777 0.486049 0.662495 0.475634 0.731705 0.43189 0.398761 0.712709 0.641382 0.66892 0.499549 0.440936 0.822027 0.428603 0.440093 0.448281
threshold=0.28937500000000005 -0.041094999999999993 -0.092224999999999988 1.0000000180025095e-35 0.11015500000000002 0.11024000000000002 -1.0000000180025095e-35 0.08456000000000001 0.080455000000000013 -1.0000000180025095e-35 0.10136000000000002 -0.09343499999999999 0.10976000000000001 1.0000000180025095e-35 0.10691500000000002 0.11477000000000001 0.084065000000000015 0.10058500000000002 0.18055000000000002 0.089775000000000008 -0.17307499999999998 0.084890000000000007 1.0000000180025095e-35 0.14320000000000002 0.08512500000000002 0.10534500000000001 -0.10942499999999998 0.080815000000000012 0.09141500000000001 -0.12008499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 12 -4 8 9 11 -10 -8 -3 14 15 16 17 19 -19 20 -11 22 23 24 27 26 -23 28 29 -22
right_child=1 3 4 -5 -6 -7 7 -9 10 13 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030244610020103528 0.0030510683760367179 0.0014987534352096962 -0.0030353118691990827 -0.0031352467599115321 -0.0027957871818132724 -0.0024906270745824041 0.0016878128694186641 -0.0030370259632516087 -0.0030727153865382838 0.0019627772227354058 0.0032355513378675023 -0.0029559060766636809 -0.001694831175519787 -0.0030730530300769185 -0.0027085494360606427 0.0012089520425448272 -0.0027897372275436372 -0.0027355000652525881 0.0035017067897606851 -0.0026511977303571989 0.0017395379596463385 0.0030904743741662806 0.0023478661552777725 0.002955560685258758 0.0022443280377829455 -0.0041238356941087993 -0.0013316681956834922 0.0017584340362407018 -0.0031573641136957986 -0.00049173183313140916
leaf_weight=0.7487021138076696 0.91939064871985454 2.9806365746771917 0.5695029075723238 0.41978843719698478 0.79546841268893231 0.41929297521710385 0.24713527644053102 0.56053918157704075 0.82740593905327742 1.279555854504024 0.12968271598219872 0.87359062489124173 0.45933567592874158 0.36039938183966924 0.4526185721042556 3.7833851295290506 0.72514899168163438 1.0046124838409003 0.20461635291576374 0.44472039758693327 0.93510438874366464 0.45076443278230804 1.5672432649880637 0.78221846884116608 0.86291942582465786 0.37000258947955433 2.417449723230674 0.94293832615949202 0.48621982592158008 6.2737759792943928
leaf_count=451 192 191 273 19 164 9 21 209 144 43 2 256 15 125 95 172 144 132 2 93 27 12 80 27 98 7 333 51 72 451
internal_value=0 0.000795127 -0.000336285 0.000310419 -0.000262688 0.000685219 -0.000186798 -0.000124362 -6.01378e-05 2.42799e-05 -0.00221796 -0.0019319 0.00107232 0.000118196 0.000168238 0.000226029 2.7666e-05 0.000141029 -0.00168009 0.000272008 0.000351431 0.000214785 0.000556335 0.00028329 6.3281e-05 -0.00103514 -0.000636691 -0.0001546 -0.000389019 -0.000202301
internal_weight=0 5.19844 28.0957 4.27905 27.347 3.85927 26.5516 25.982 25.4215 24.4644 0.957089 1.12073 3.43997 23.3437 22.9833 22.5307 18.7473 18.0221 1.20923 16.8129 16.3682 15.0886 11.8504 10.2832 9.50096 3.23822 2.86821 8.63804 7.6951 7.20888
internal_count=3910 426 3484 234 3033 215 2869 2596 2387 2241 146 277 206 1964 1839 1744 1572 1428 134 1294 1201 1158 806 726 699 352 345 601 550 478
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=12 13 16 1 0 14 457 160 160 4 47 48 132 52 52 52 47 1213 4 51 0 1 4 1 52 43 12 48 16 52
split_gain=3.00486 2.08273 1.88409 1.57875 1.32184 1.2497 1.24164 1.20524 1.06832 1.01043 0.999403 1.21404 0.992989 0.868833 1.21062 0.867381 1.0019 0.845492 0.788325 1.12064 0.75626 0.685731 0.642714 0.679794 0.626902 0.617128 0.716247 0.643779 0.580379 0.567883
threshold=0.080120000000000011 -0.00059999999999999995 -0.17157499999999998 1.0000000180025095e-35 -0.06402999999999999 0.093620000000000023 0.081330000000000013 0.085065000000000016 -1.0000000180025095e-35 -0.017449999999999997 0.080860000000000015 0.10417000000000001 0.087875000000000023 -0.42985499999999993 0.11401500000000002 -0.087094999999999992 0.09252500000000001 -1.0000000180025095e-35 0.0057500000000000008 0.088060000000000013 -0.087359999999999979 0.13026000000000001 -0.0031049999999999997 0.086145000000000013 0.091210000000000013 0.098320000000000005 0.11878500000000002 0.11339500000000001 -0.010344999999999998 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 6 10 21 8 -2 -1 -5 -12 15 -6 17 -3 18 -15 19 20 28 -4 23 -8 -18 26 27 -10 -17 -20
right_child=2 12 4 5 13 -7 22 -9 25 -11 11 -13 -14 14 -16 16 24 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096269878771998148 -0.0014547280130373303 -0.0011345054293353052 -0.0015840468239352284 0.0016612232737319532 -0.0019315633332830319 -0.0021221503553926096 -0.0019626801343026862 -0.0020451572633640885 0.0015737635170256145 -0.0019808452226558805 -0.00054023668524919358 0.001995353379230006 0.0017802152804573567 -0.0013847942091423967 -0.0016294735006046803 0.00013099554727464185 -0.0017244205438562072 0.00069590335367349381 -0.00072555102241652367 -0.0016694731337158421 -0.00058744185570310404 0.0019721237874005884 0.0012058757415914006 0.0015138356728526226 8.1774890147021706e-05 -0.00072653872809496235 -0.00030410888617249843 -0.00021857058011712417 0.0019147692996422608 0.00091428390462777362
leaf_weight=0.69396415492519725 1.068870436400174 3.4289213437587067 11.719520406564698 6.7368429251946473 1.0353091682773081 0.41433596820570606 0.7122388887219131 0.86375157791189927 3.5716958655975768 1.0808967044576991 1.9654728327877822 1.0498766833916304 0.89957040967419644 0.84295199997723091 1.4008059855550525 1.6836489606648708 1.9179241536185156 4.413006654707714 0.90352003276348103 1.6188520481809971 2.6758753415197094 0.19986000470817167 0.97448868444189318 0.28556253900751472 1.0934419482946394 1.0963352767284957 1.5166497929021714 0.91162962839007367 1.0883445106446741 5.0041732774116099
leaf_count=14 71 140 2096 381 136 8 72 52 70 66 44 37 33 39 58 33 50 126 5 44 47 7 23 11 22 32 22 16 18 137
internal_value=0 0.000195785 -0.000636882 0.000826718 -0.000942341 0.00111593 -0.00129291 9.33188e-05 0.000319537 -0.00082993 0.00125351 0.000342599 -0.000175098 -0.000309231 -5.69143e-05 -0.000265696 -7.93379e-05 0.000362201 0.000150266 -0.000278782 0.000134467 -0.00152442 0.000106227 -0.00096773 -0.00106858 0.000586783 0.000826757 0.00120931 0.000831344 0.000663488
internal_weight=0 32.2557 30.6127 11.9414 21.5837 10.1665 13.8917 9.02893 8.16518 1.77486 9.75219 3.01535 20.3143 7.69207 6.65676 19.4147 15.9858 5.25596 12.9744 7.06672 5.44787 11.9194 1.97229 0.997801 3.01137 7.09631 5.99998 4.48333 2.77199 5.90769
internal_count=3910 1079 2831 550 2568 470 2209 263 211 80 462 81 529 359 223 496 356 165 284 142 98 2103 106 83 72 140 108 86 51 142
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=1 3 3 51 39 3 48 50 4 2 46 457 0 122 11 15 151 15 42 42 160 42 43 0 0 133 15 15 0 159
split_gain=2.16977 1.14621 1.30458 1.00205 1.21405 1.12539 1.30542 1.24938 1.33694 1.21948 0.845046 0.715993 0.711157 0.655466 0.615746 0.604499 0.814698 0.739617 0.523216 0.508363 0.773298 0.649464 0.770466 0.625981 0.907419 0.711639 0.508058 0.730165 0.548589 0.588987
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.40274499999999996 0.085220000000000004 0.16699000000000003 0.12675000000000003 0.11515000000000002 -0.17479499999999998 0.09580000000000001 0.092020000000000005 -0.078629999999999992 -0.032484999999999993 0.089350000000000013 0.080455000000000013 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.097010000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 -0.070894999999999986 -0.053834999999999994 0.017095000000000003 -0.11739999999999999 -0.10071499999999999 -0.10783 -0.47434999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 19 18 5 6 7 8 -5 12 13 -11 26 -6 -1 16 17 -4 -2 -3 -21 22 -22 -23 25 -25 -10 -28 -29 -30
right_child=3 2 15 4 10 -7 -8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00047257522606311509 -0.002003120787334064 -0.0019518500318282082 0.00064885592691616562 -0.0019937025455960995 0.0016900168459417014 0.0014470267084831174 -0.0014242387846144964 -0.001993206754414402 -0.0018498402072630884 -0.00038217578408652347 -0.0014518829848081324 0.0014570144565417219 0.0010522126603192111 -0.00051523502515867978 -0.0014016819967183993 0.00017228396567685816 -0.0016662957559593541 -0.0014887977897137168 0.00045713053455762032 -0.0019382243443534328 -0.0019610348826357578 -0.0019395703578551071 0.00091217300636288576 0.0018466007585961337 -0.0019978504556822326 -0.0019380248908454215 0.0014932547510441126 0.00071210986388925044 0.0019954105240111647 -0.0014530506239817597
leaf_weight=5.0587247968651381 1.0406886946875626 2.6410469155525824 1.7983727301470938 0.84750712406821982 4.1653039290104052 2.1296490910463026 2.1776366312988094 0.91147518926300186 0.81189110083505767 0.93898708745837201 0.40991402231156815 4.7014043042436242 1.5091268764808727 0.56610970012843598 0.74337834096513677 5.5997895649634266 2.0712715154513717 0.89700351189821947 0.46131085231900204 2.1693019873928314 0.44180486467666957 1.6488644143100857 1.5765715964371301 0.74062253837473691 0.6662165615707607 0.24431338475551456 0.77269114064984323 0.83808074519038545 0.20240278169513404 1.9240644613746432
leaf_count=162 54 803 34 107 293 148 63 78 14 14 9 173 34 11 67 156 116 31 9 569 37 477 120 20 57 74 12 16 2 150
internal_value=0 -0.000522079 -0.000735681 0.000274029 0.000373798 0.000135644 -4.2977e-05 0.000180531 0.000338452 0.000507405 0.0011967 0.00115083 -9.16439e-05 0.00142616 0.000232441 -0.000256131 -0.000759427 -6.25412e-05 -0.0012475 -0.00122649 -0.000970636 -0.000575969 0.000283253 -0.00110149 -0.000264574 0.000907824 -0.000471107 -0.000171586 -0.000605516 -0.00112482
internal_weight=0 26.2973 20.4952 24.4082 22.9062 17.7649 15.6353 13.4576 12.5462 11.6986 5.14133 5.64039 6.05826 4.73141 5.8021 10.3664 4.76665 2.69538 1.502 10.1287 7.4877 5.31839 2.01838 3.30002 1.65115 0.984936 4.54913 3.73724 2.96455 2.12647
internal_count=3910 2723 2494 1187 1124 811 663 600 522 415 313 187 228 304 229 337 181 65 63 2157 1354 785 157 628 151 94 194 180 168 152
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=1 0 2 13 2 0 15 133 132 12 160 33 4 1429 457 457 158 457 38 42 1373 14 122 49 151 483 11 12 124 42
split_gain=0.638048 0.575353 0.580853 0.60926 0.566566 0.54616 0.494662 0.602959 0.537373 0.481277 0.475191 0.435327 0.433474 0.427292 0.407973 0.65942 0.392556 0.408985 0.468474 0.437498 0.443445 0.453468 0.39019 0.417712 0.472136 0.415768 0.394418 0.389728 0.664708 0.447156
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.10241499999999999 0.14808000000000002 -0.13506999999999997 0.085595000000000018 0.085355000000000014 0.079995000000000011 0.09112000000000002 -0.26821999999999996 -1.0000000180025095e-35 0.22584000000000001 -1.0000000180025095e-35 0.084715000000000013 0.085230000000000014 0.11034000000000001 -0.0034949999999999994 0.083695000000000006 0.11561500000000001 -1.0000000180025095e-35 0.07802000000000002 0.089350000000000013 -0.12164499999999999 -0.52174999999999983 0.10761000000000003 0.088160000000000002 0.098845000000000016 0.11158000000000001 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 7 8 10 -9 -2 -12 -8 -13 -5 -16 17 -15 19 20 -19 22 23 -22 -25 26 -26 29 -29 -3
right_child=4 27 3 14 -6 -7 12 9 -10 -11 11 13 -14 16 15 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0002962132559092199 -0.0029979362871110889 -0.0030936352834557983 -0.0026472020006209503 -0.002935260693992857 0.002234864398875408 0.0012817616563050146 -0.0022165998530337496 0.0028191112938176681 0.0022518960296184372 -0.0022785252237021059 -0.0025443472734678952 -0.0024388187629130575 0.001048947138983006 -0.0010618147610584737 0.0027911582804068138 -0.0029407293145110392 -0.0024486694433114575 -0.0016793195181372086 -0.0015233157906655286 -0.0023266789062668537 -0.0015028679190024668 -0.0016622620755683266 -0.0019348394265525769 -0.0030233665366831333 0.0017403653412092451 -0.00161451423015351 -0.00058481827679000408 -0.0025543433998907348 0.0033509292661318135 0.00052148340552510904
leaf_weight=1.4797074192319977 0.45744582102634446 0.30830236809561018 0.46255896822549403 2.7525709266192306 1.0590003153774876 0.84913436119677255 1.363665151351596 1.118708434049039 0.88637258892413306 0.18229093693662424 0.54395141126588598 0.53798621700844407 0.46011019777506579 1.6614242203067959 0.30189691897248838 0.38842493324773386 0.45735048525966782 0.59811130026354931 0.91469299700111228 0.4046888669254266 0.47210002853535016 0.55321244336664754 0.35758610814809877 0.20805332716553948 7.4864305685041366 0.36753985483665097 0.67293209576746438 0.96553576318547107 0.19368506222963333 4.7671838087262586
leaf_count=232 52 28 43 1374 140 48 402 152 79 19 24 85 8 84 8 83 46 19 34 26 22 14 9 14 415 21 45 174 2 208
internal_value=0 -0.00067062 -0.00129556 -0.00179095 0.000161939 -0.000103758 5.05324e-05 0.000197742 4.80934e-05 0.00210485 -7.63778e-05 1.13387e-05 -0.00139275 0.000105959 -0.00243375 -0.000434016 0.000202684 0.000291215 0.000477995 0.000642606 0.000754741 0.000898629 0.00104675 0.00116255 0.00130661 0.00141226 0.0015486 -4.57203e-05 -0.00156768 0.000301889
internal_weight=0 12.469 6.23429 4.75459 20.7637 1.31169 19.7047 17.8809 16.5799 1.301 15.6935 15.2361 1.82378 14.6921 3.44289 0.690322 14.1541 13.6968 12.0353 11.1207 10.716 10.1179 9.56464 9.20706 8.73496 8.5269 8.15936 6.23471 1.15922 5.07549
internal_count=3910 2200 1788 1556 1710 91 1570 1160 989 171 910 858 410 834 1465 91 749 703 619 585 559 540 526 517 495 481 460 412 176 236
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=4 403 12 480 159 403 11 1456 48 14 147 1453 457 151 1374 456 133 52 124 1 43 52 42 48 13 13 49 12 475 159
split_gain=0.584788 0.579502 0.5693 0.536241 0.532052 0.520878 0.542666 0.553883 0.518605 0.490575 0.469736 0.462333 0.4454 0.443881 0.41449 0.416048 0.392769 0.512715 0.394685 0.467114 0.405977 0.669787 0.442417 0.845981 0.41963 0.40003 0.42732 0.447885 0.386046 0.368493
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.041094999999999993 0.08456000000000001 0.10856 0.096520000000000009 0.080455000000000013 -1.0000000180025095e-35 0.11930500000000001 -0.46879999999999994 0.10136000000000002 -0.09343499999999999 0.53894500000000012 -0.08514999999999999 0.09309000000000002 0.084065000000000015 -0.26719999999999994 -0.51745999999999992 -0.50873999999999986 0.099595000000000017 -0.15648499999999999 0.11588000000000002 0.085330000000000003 0.089125000000000024 0.17936000000000002 -0.021089999999999994 0.073145000000000016 -1.0000000180025095e-35 -0.086424999999999988 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 2 2 2
left_child=1 13 -2 4 5 6 7 11 9 -4 -8 -3 14 -1 15 16 -9 -18 -19 20 24 22 -22 -24 -20 -21 27 -27 -15 -30
right_child=2 3 8 -5 -6 -7 10 12 -10 -11 -12 -13 -14 28 -16 -17 17 18 19 25 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.002071491780422072 0.0031655978648129197 0.0020133920088529658 -0.0016806707436249396 -0.0031578011192955396 -0.002307347852483323 -0.0027381866951251854 -0.0031915641797266147 -0.0021975507044062086 -0.002392149061023501 0.0013425618147252499 0.0033495422760932534 -0.0030665117446318892 -0.0032638127340796578 0.0030396979968760761 -0.0025545707186189134 -0.0017668461733841825 -0.0031468652296599239 -0.0030064991089267987 0.0032591027549204441 0.002521813447756093 0.00064938236132168752 -0.0024933981932619273 -0.002660203743894416 0.0025143562676615645 -0.00021578932443119976 0.0021954754495368818 0.0028841826034292995 -0.00054647222477804578 -0.0031619105705786082 0.0028642878026627593
leaf_weight=0.24182904127519611 0.84605383675079782 0.21932152425870299 0.63812429178506169 0.58416042174212535 1.0475997593603086 0.67386745262774539 0.79191440006252278 0.51815062080279162 0.57719690864905704 2.914960437337867 0.12382727488875389 0.85985582135619754 0.34386961720883746 0.11801509500946861 0.47761716350214456 0.83594444050686334 0.35705204703847826 0.28617187612693484 0.8739255097462173 2.0780926903244108 8.396612513635672 0.86691301444079805 1.0813928428106017 0.43098234705394123 0.55373903794679791 0.81608774105552662 0.75727274967357505 2.0175717209931454 1.6352543364046161 0.10534818586893391
leaf_count=20 192 10 23 216 179 260 143 141 29 182 2 235 13 6 41 160 117 17 25 112 386 152 150 28 31 70 31 57 874 8
internal_value=0 -0.000333138 0.000831649 -0.000200721 -0.000129948 -3.23012e-05 4.80736e-05 0.000147139 0.000353559 0.000799598 -0.00230707 -0.00203412 0.000260904 -0.00190869 0.000320471 0.000389579 0.000484286 0.000559335 0.00063221 0.000690472 0.000346349 0.000139011 0.000369314 -0.00118561 0.00191132 0.00143126 0.000800145 0.000243203 -0.00242656 -0.00279718
internal_weight=0 27.0924 4.97634 24.9919 24.4078 23.3602 22.6863 21.7706 4.13028 3.55308 0.915742 1.07918 20.6914 2.10045 20.3475 19.8699 19.034 18.5158 18.1588 17.8726 12.2036 10.7759 9.90899 1.51238 1.42766 5.66902 3.59093 2.83366 1.85862 1.7406
internal_count=3910 3484 426 2576 2360 2181 1921 1776 234 205 145 245 1531 908 1518 1477 1317 1176 1059 1042 772 716 564 178 56 270 158 127 888 882
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 50 4 47 52 151 128 14 43 3 42 160 42 160 160 4 132 13 15 132 51 474 2 2 0
split_gain=2.81627 1.59997 1.49095 1.38522 1.37168 1.0343 0.997048 1.51366 1.36286 1.10747 0.893234 0.874255 0.84192 0.791458 0.716601 0.651541 0.966957 0.816541 1.07085 0.84583 1.03007 0.833983 0.955835 0.646892 0.6828 0.61356 0.96348 0.605643 1.18115 0.584221
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 0.11515000000000002 -0.17479499999999998 0.09252500000000001 -0.24456499999999998 -0.40391999999999995 0.084980000000000014 0.077685000000000018 -0.074254999999999988 -0.021064999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 0.088785000000000017 0.084100000000000022 -0.080874999999999989 0.093105000000000007 0.14810000000000004 -1.0000000180025095e-35 0.080815000000000012 -0.10145999999999998 0.084655000000000022 0.097940000000000013 0.10433000000000002 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 15 -2 7 -3 9 -9 -11 -12 23 -10 -6 -5 -17 18 19 20 -18 22 -19 -1 -25 -16 27 29 -29 -27
right_child=1 2 -4 4 14 -7 -8 8 13 10 11 -13 -14 -15 25 16 17 21 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0010298857288679752 0.00091501430635127444 -0.0014728506738549687 0.0012454688016547205 -0.0014414252779631298 0.0011323744839760513 -0.00150768234454465 -0.0010970858202205003 -0.0010672945080934131 0.00016168362548352744 -0.0015068550979463436 0.000737909683411108 -0.00094932147190696212 -0.0014447085648678238 -0.00095716133121230204 -0.0014474440541446935 -0.0014303036343664597 0.001277444042844026 -0.0014325820050881011 -0.0014419387692685504 0.0018755823686162757 -0.0014461443938860894 0.0012536289137105774 0.00029388189603964695 -0.00031437974558439494 0.0010517090286517295 -4.1281234054901295e-07 0.00087962539632188783 0.0012481688673423247 -0.00062613285323388096 -0.00095521983457811266
leaf_weight=1.7689848551526663 6.4943146207369891 1.3178466605022645 1.7565744365565468 3.424013731419115 0.71727748448029238 0.37438441067934025 1.8866388713940967 0.95306243398227941 2.1849686508066952 0.41366280801595046 8.868161452002802 0.66302292887121517 0.60335650760680426 3.0329717011190942 0.90537098189815779 2.6846107940655228 0.57201153016649187 2.730425925576129 0.59398012096062291 0.77627093903720368 0.54443200770765121 0.3545835306867956 0.84305363986641157 3.1468745525926378 0.95891323499381531 1.8744756150990696 1.361474345438183 1.1458399049006405 1.6449853247031567 4.1092967900913147
leaf_count=48 367 117 85 803 18 8 98 44 61 10 289 27 72 81 71 569 24 592 57 6 70 16 20 84 25 38 26 22 37 125
internal_value=0 0.000188906 -4.6902e-06 -0.000432663 -0.000588013 0.000782963 -0.000118353 -1.24362e-05 0.000106987 0.000392181 0.000532049 0.00062054 0.000149636 -0.000488654 -0.000240374 -0.000914425 -0.000716119 -0.000417229 0.000218307 0.000739333 -5.07098e-05 -0.00081956 -0.00102528 0.00031338 4.67245e-06 -0.000329551 -0.000229699 -0.000401823 0.000143406 -0.000656117
internal_weight=0 27.9456 21.0769 30.7602 24.2821 6.8687 19.3203 17.4337 16.1158 10.8979 9.94485 9.53118 6.47813 5.21794 11.7587 12.5234 9.09937 6.41476 2.48669 1.89271 1.11644 3.92806 3.57348 5.87477 4.10579 11.0414 10.1361 8.7746 2.79083 5.98377
internal_count=3910 1187 812 2723 2494 375 727 629 512 370 326 316 229 142 337 2157 1354 785 157 100 94 628 612 157 109 319 248 222 59 163
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=4 484 150 42 160 474 12 1 14 15 15 124 3 159 155 403 1372 128 4 40 2 16 453 1 12 106 48 52 3 151
split_gain=0.554765 0.528712 0.736562 0.526295 0.693368 0.545503 0.500417 0.478617 0.709321 0.51499 0.637334 0.551226 0.451586 0.444177 0.445336 0.445995 0.457861 0.438351 0.63097 0.430695 0.496115 0.39533 0.382736 0.457281 0.513783 0.401739 0.394963 0.388828 0.513475 0.499794
threshold=0.51224500000000017 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 -0.098319999999999991 -1.0000000180025095e-35 0.051320000000000005 0.13662500000000002 0.07802000000000002 -0.26361999999999991 -0.19153499999999998 -0.086804999999999979 0.30601500000000009 0.10519500000000001 0.088680000000000023 0.090530000000000013 -1.0000000180025095e-35 0.10670500000000001 0.25367000000000006 -1.0000000180025095e-35 0.096540000000000015 0.15100500000000003 0.093320000000000014 0.12646500000000002 0.10058500000000002 0.092305000000000012 0.12675000000000003 0.092885000000000009 -0.13927999999999999 -0.13224499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 19 8 9 -7 -11 -12 13 14 15 16 -13 -8 -19 20 -3 -9 23 24 25 26 27 28 -18 -30
right_child=-2 3 -4 4 5 7 17 21 -10 10 11 12 -14 -15 -16 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0028177774946124452 0.0028424524064952559 -0.0036558794348406122 0.0021496364886279071 -0.0019410162995517663 -0.0038632539002164323 0.0029922955641599244 -0.0034384623700980132 0.0036689378325199065 -0.0031705698303782903 -0.0027308173506859195 0.0035834486497422231 -0.0037048804811895047 0.0035451442456609149 -0.0028682916588735571 -0.0035856382761125338 -0.0035303600382973056 0.0030449694249706006 -0.0027911022741782684 0.0045207293953216402 0.0013863610398060174 0.00097892577560750775 -0.00078375552598549053 -0.00318985760219703 0.0035062104809673485 -0.0016224607507864164 -0.002887470925479408 -0.0025026665989228403 -0.00055579378212619525 -0.0033493139650117229 0.00099958193466548827
leaf_weight=1.8461506332969357 0.72706882935017247 0.63776801037602149 0.45050403953064222 1.8685115517000799 0.38106089801296406 0.8489848264726082 1.5094600033480676 0.88970721059013047 0.72447731700958584 0.84856286185097474 0.6206204196205708 0.31902179890316418 0.48855766677297552 0.57209941430482913 0.35858891974203189 0.35350812072283666 1.491910916171064 0.36460936442017544 0.23575886199250817 1.1760045683477134 0.49971610214561224 0.33222905872389674 0.33180541661568064 0.62610095203854221 1.3009280758560642 0.3738526254892357 0.4309425775427379 1.9109690087789193 0.33290605928052208 8.6680305164771205
leaf_count=582 168 40 24 365 103 49 740 91 51 38 61 33 46 52 94 132 58 82 5 59 40 24 25 25 80 5 17 108 63 650
internal_value=0 -0.000235737 -0.00184339 -0.00010617 9.67308e-05 0.000268205 -0.00121043 0.000340343 0.000214723 0.000338107 0.000219686 0.000357404 0.000243381 0.000148886 0.000253509 0.000338805 0.000425447 -0.0024372 8.01841e-05 -9.16586e-05 -0.00161973 0.00245831 0.000510637 0.00059176 0.000465998 0.000671692 0.000775364 0.000889252 0.00115243 0.000838735
internal_weight=0 30.7933 2.29665 28.4967 24.0734 22.2049 4.42332 21.8238 20.6019 19.8774 19.0284 18.1798 17.5592 17.0707 16.4986 16.14 15.7865 2.10983 0.600368 2.31349 1.13748 1.22194 15.4674 15.1356 14.5095 13.2086 12.8348 12.4038 10.4928 9.00094
internal_count=3910 3742 606 3136 2170 1805 966 1702 1587 1536 1487 1449 1388 1342 1290 1196 1064 827 87 139 80 115 1031 1006 981 901 896 879 771 713
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=4 12 1 12 453 3 51 481 51 3 16 16 151 48 1373 15 150 1 15 4 4 47 52 0 0 4 157 0 0 4
split_gain=1.76495 1.17212 0.987536 0.907785 0.892679 0.788438 0.758416 0.745419 0.731685 0.676686 0.694892 0.7704 0.669721 0.812169 0.679029 0.690989 0.823799 0.761783 0.749884 0.66906 1.00688 0.667437 0.645992 0.637167 0.613108 0.58888 0.792557 0.630082 0.826621 0.490577
threshold=0.28937500000000005 0.080120000000000011 0.13026000000000001 -0.041094999999999993 1.0000000180025095e-35 0.10666500000000002 -0.40274499999999996 -0.0079799999999999992 0.11024000000000002 -0.100615 -0.17157499999999998 -0.30307999999999996 -0.086249999999999979 0.091395000000000018 0.089210000000000025 -0.095799999999999982 0.091155000000000014 0.094385000000000011 0.079360000000000014 -0.49837999999999999 -0.073574999999999988 0.10976000000000001 0.10433000000000002 -0.060094999999999989 -0.10462499999999998 -0.048489999999999991 -0.068929999999999991 -0.066689999999999985 -0.11756999999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 9 -1 -8 21 23 11 -11 13 -9 15 17 18 -14 19 22 -21 -5 -17 -3 -19 -22 -27 28 -28 -25
right_child=3 2 -4 4 -6 -7 7 12 -10 10 -12 -13 14 -15 -16 16 -18 24 -20 20 25 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=-0.0018735492601460997 0.0018195640241394362 -0.00096402931470540717 0.00097862308523520916 0.00098423099317509382 -0.0018750957046123355 0.00037739191412401632 -0.0015396931525718479 0.0016354357217587265 -0.0014693999341948254 -0.0012280456962972222 -0.0013138024036252285 0.00069204279575792247 -0.0017673168457632824 -0.00064728291719180276 -0.0017434699120725825 -0.001685448967969746 0.0012708202184894294 -0.00071125187811638959 -0.0014609565882294782 0.0011036083688384882 -0.0016741497509855071 -0.0010117168783854305 0.00086251111609771222 -0.00035050290745328888 0.0013019415955820228 0.0019200124554609318 0.00020432071766979961 0.00084877970404977489 -0.0019591174355847174 0.0011041110083418737
leaf_weight=0.67010400281287985 1.6155211969744412 2.6577930557541549 1.1796442917548109 4.3682742090895763 0.54027455579489458 1.9326234995387483 0.89158916613087669 1.7772392863407795 0.52767968177795399 1.3393544347491118 8.8653466615360195 1.3223467974457932 1.2263751286082105 0.68860345147550095 0.68061521835625072 1.02588043292054 2.149302366655319 1.3599626217037442 0.94076098268851716 3.6659050416201433 0.68305950798095061 0.60769770573824633 0.45843747723847617 1.8551943488419058 0.7458908543922006 0.65159492986277356 1.2458260366693221 1.1502156667410739 1.0251198504120114 1.2262749616056741
leaf_count=28 192 237 40 191 19 25 52 70 9 112 2153 26 76 28 20 61 69 40 50 92 11 15 8 115 22 13 30 34 48 24
internal_value=0 -0.000301104 -0.000606112 0.000631335 0.000313726 -0.000703483 -5.63548e-06 5.58235e-05 0.000528595 -0.000824466 -0.00107373 -0.000274136 0.000128869 0.000997971 2.87241e-06 7.56653e-05 0.000261544 -0.000649284 6.1555e-05 0.000206146 0.000400838 0.000740473 -0.000898501 -0.000323822 1.81891e-06 -0.000140875 0.000116277 -0.000227263 -0.000772269 0.000228363
internal_weight=0 41.4151 20.3786 7.65945 6.04393 19.1989 21.0365 20.3664 5.50365 17.2663 11.527 2.6617 19.4748 2.46584 17.0089 16.3283 12.9961 3.33223 10.8468 9.90604 8.42172 4.97597 1.48432 5.73926 2.10585 4.75582 4.07276 3.42116 2.27095 3.08147
internal_count=3910 3484 2732 426 234 2692 752 724 215 2667 2291 138 672 98 574 554 416 138 347 297 228 206 69 376 62 136 125 112 78 139
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=1 47 52 484 0 3 52 133 52 4 52 48 146 16 128 106 12 50 151 12 4 159 3 2 4 2 158 156 2 1
split_gain=2.6916 1.31796 1.47863 1.20195 1.18034 1.91358 1.15108 0.979108 0.983204 1.06088 1.47374 0.945276 0.944219 0.908092 0.900336 0.868128 0.949341 1.02967 0.989346 0.866135 1.06821 0.754404 0.65775 0.642745 0.90069 0.620966 0.61817 0.552947 0.749323 1.13059
threshold=0.094485000000000013 0.086785000000000015 -0.27466499999999994 -0.0043499999999999988 -0.072559999999999986 0.086245000000000016 0.12539500000000003 0.10681500000000001 0.11401500000000002 -0.49837999999999999 0.10062000000000001 0.086285000000000014 0.10949000000000002 0.3935300000000001 0.092255000000000018 0.091500000000000012 -1.0000000180025095e-35 0.09605000000000001 -0.27336999999999995 0.085775000000000004 0.39574000000000004 -0.094429999999999986 -0.036619999999999993 0.114165 0.00096500000000000015 0.11085000000000002 -0.4087349999999999 0.082605000000000026 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 19 12 8 9 10 -6 -7 14 -11 15 16 -4 18 -18 27 -21 26 -20 24 -24 -26 -8 28 -5 -30
right_child=1 -3 6 4 7 11 21 -9 -10 13 -12 -13 -14 -15 -16 -17 17 -19 22 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0019299853749232378 -0.0018771153144581734 -0.00037647813553166908 0.0021209501082747814 -0.0020053573230261047 -0.0021975948297685709 0.001194499844714512 -0.0010888316693214695 -0.0017709386656027349 -0.0015713941946387249 0.0011116941118465313 0.0017063450219411919 -0.00073831688310600644 -0.0019957705537268834 -0.0013444817742746828 -0.0015641239446850684 -0.0010553452325601023 -0.0019217139724584705 -0.0016297787197370275 0.0019115195333716253 -0.0019812873243644719 0.0021696536672833728 -0.0013598938478696437 -0.0015429875746614675 0.0019078834463029689 0.0019830981137832046 -0.0002056103646993257 0.0019228556006183955 -0.0019257607422773614 -0.00086433126983073282 0.0011155262587694823
leaf_weight=2.7409360266756293 0.99130110838450747 9.5207571682985854 3.8056418541818884 1.1548518855124799 1.2337214858271153 2.4839055691845706 0.46878306521102786 1.14138778974302 1.1187015925534058 6.0540369539521608 0.6107775717973708 1.876700568012893 0.44879049900919277 0.71058397227898229 0.5424208012409516 0.72286403691396195 0.43754762597382146 0.63346668938174922 3.5515037914738059 5.6866790300700814 0.27456539869308461 1.699579260079189 0.88618265651165851 1.3473307010717688 1.1197626199573281 1.07185897603631 0.74636479932814859 1.400609917938709 3.5303364712744951 1.860857712337747
leaf_count=485 113 287 275 54 55 40 43 116 56 135 5 31 8 68 30 25 9 41 138 1206 6 51 23 79 32 9 24 108 311 47
internal_value=0 0.00024476 0.000564932 -0.000628692 -0.000506281 -0.000825381 0.000703405 3.0048e-05 0.000241362 0.000476918 -0.000904865 0.000362662 0.000939327 0.000853687 0.00103263 0.00113638 0.00125964 0.00089735 0.00108761 -0.00119787 -0.0017901 -0.000475695 0.00125268 0.000723909 0.000205616 0.000912664 0.000760999 -0.000753609 -0.000502813 -0.000180951
internal_weight=0 27.9942 18.4734 31.8787 29.1377 18.2685 17.4821 10.8692 9.72782 8.60912 1.8445 4.36061 14.5674 6.76462 14.1186 13.5762 12.8533 9.04765 8.41419 13.9079 5.96124 2.91473 7.97664 4.42513 3.0778 2.19162 1.21515 7.94666 6.54605 5.39119
internal_count=3910 1187 900 2723 2238 1803 787 435 319 263 60 71 669 203 661 631 606 331 290 1732 1212 118 281 143 64 41 67 520 412 358
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=4 12 3 48 50 51 0 13 15 0 3 52 52 1 3 475 3 0 4 48 52 1 15 3 12 1 16 13 2 1
split_gain=4.10103 3.01387 1.60079 1.13128 1.13736 1.11766 1.06481 1.03532 1.00195 0.976482 0.945242 0.958131 1.45032 0.910264 1.15069 0.824962 0.98978 0.944602 0.763441 1.08741 0.72918 0.720466 0.684288 0.860186 0.653321 0.855176 0.615145 0.574919 0.532659 0.528329
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 0.12933000000000003 0.11901000000000002 -0.40274499999999996 -0.070894999999999986 0.11596500000000001 0.079360000000000014 -0.10575999999999998 -0.074234999999999982 -0.42985499999999993 -0.088779999999999984 0.099595000000000017 0.090325000000000003 -0.067819999999999978 -0.021064999999999997 -0.13027499999999997 0.0057500000000000008 0.086285000000000014 0.092550000000000007 0.083370000000000014 -0.13578499999999996 0.13772500000000001 0.087675000000000017 0.11561500000000001 -0.072804999999999981 0.10741000000000002 0.11542500000000001 0.12730000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 28 -1 9 10 13 21 11 -8 -13 15 -15 -7 27 18 19 -18 -14 -3 -16 -24 -23 -26 -9 -17 -2 -11
right_child=3 2 -4 -5 -6 8 7 26 -10 29 -12 12 20 14 22 16 17 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015214758444044747 0.00069129002464430526 -0.0010874462978596852 0.00048708418242892764 -0.00097976668723113091 -0.00082218633133351534 0.00077329518586561816 -0.0014514260568976865 0.001704508175508842 -0.00090851992660915832 -0.0012301752097414783 -0.0015088156039611039 0.0011478845356527004 -0.0012926794441046857 0.0012194063198090505 -0.0010321014346194538 0.0010482703489455845 0.0003485389232721462 -0.00092825577624164606 0.00073223729264769921 -0.0015233859840905286 0.00025851426141667433 0.0012800022498977103 -0.00028599267698374971 0.00098463022075497681 -0.0011374430887591668 0.00083658222259508385 -3.2850470594504919e-05 -6.5587034440435361e-05 0.0014081973034662867 0.0015100061557064982
leaf_weight=0.88757924828678625 5.3725461764261073 1.8063389929011471 2.4102422241121522 0.76692223269492465 0.78767974302172739 2.2739718828816029 1.1280542672611771 0.68674248922616232 1.8209942968096573 10.849172865273429 1.7197026312351251 1.5251848208717991 1.4404435667674991 3.3743188413791341 0.85010615549981583 1.7399598793126689 1.4466198855079739 4.1557162813842199 1.8329987465403972 1.1422391086816785 1.0987006325740365 0.69679092359729145 2.1107592307962477 2.2790259593166411 1.1256583498325197 0.75352676585316647 1.0757892560213802 2.1075071226805449 3.5336176003329456 0.14667762629687864
leaf_count=28 181 134 31 24 18 63 154 11 76 1953 154 38 105 140 23 34 29 139 44 28 47 14 33 75 45 6 36 40 203 4
internal_value=0 -0.0002864 -0.00062719 0.000696985 0.00082964 6.01686e-05 -0.000738847 -0.000337081 0.000116022 -0.000965478 -0.000587271 -0.000282058 4.25e-05 0.000196049 0.000566228 -2.08906e-05 -0.000166239 -0.000437332 2.40447e-05 -0.000477379 -0.00062147 -0.000393032 0.000145602 0.000373671 9.39095e-05 -0.000345887 0.000644084 0.000438138 0.000975731 -0.00119362
internal_weight=0 52.4848 26.463 10.4608 9.69384 26.0218 24.0528 8.67462 25.1342 15.3782 6.91209 5.19238 4.06433 23.3132 8.61421 14.699 12.425 8.57757 4.42186 2.58886 2.53914 4.38232 5.23989 4.38979 2.57598 1.87919 1.76253 3.84747 8.90616 10.9959
internal_count=3910 3484 2732 426 402 752 2701 545 724 2156 498 344 190 648 271 377 314 240 101 57 152 199 131 108 65 51 47 74 384 1957
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=123 375 130 1456 1 14 51 3 47 131 0 15 11 474 14 1 1 49 48 43 123 13 13 3 38 132 132 15 16 48
split_gain=0.626823 0.576534 0.560344 0.576785 0.55395 0.73725 0.631181 0.533615 0.660638 0.691606 0.624829 0.552984 0.60989 0.529847 0.552627 0.455015 0.540191 0.606573 0.532205 0.442686 0.422489 0.471139 0.901257 0.78472 0.513727 0.49339 0.413868 0.411061 0.405199 0.387946
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -0.40274499999999996 -0.10628499999999998 0.09252500000000001 0.097135000000000013 -0.099864999999999995 -0.03231499999999999 0.088315000000000018 0.084835000000000008 -0.13131999999999996 0.094695000000000015 0.091310000000000016 -0.085974999999999982 0.12862000000000004 -0.18906999999999999 -0.041524999999999992 -0.083514999999999992 -0.084184999999999996 0.10666500000000002 -0.073614999999999986 0.093105000000000007 0.080815000000000012 -0.24219999999999997 -0.091624999999999984 -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=2 -2 3 4 5 7 -6 11 10 27 13 12 -1 14 -9 16 17 -16 28 -12 -21 22 23 -22 -23 -26 29 -10 -17 -13
right_child=1 -3 -4 -5 6 -7 -8 8 9 -11 19 26 -14 -15 15 18 -18 -19 -20 20 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0031045692145582207 -0.0034706335551175655 0.0014415387363699941 -0.0029528654014725295 -0.0028907615320766557 -0.0034650634421052534 -0.0036199018526945782 0.0023848676355994092 -0.0027645833465468552 0.0018273431218092755 0.0016673120760862126 0.0016060794511342034 0.0024392219668592043 -0.0004685439258101328 0.0030367886172382366 -0.0034293813474900146 0.00067738259953905786 -0.0037231976347125877 0.00079307420929396145 -0.001044866913975203 0.0031706457137487924 -0.003172337094228166 0.0016805972448748648 0.0031605394831825118 0.00062896796104267353 -0.003213420989248462 0.0010969464209820551 0.0023662273474019187 -0.0030160130984172207 0.0035315912833719645 -0.00097952355057216484
leaf_weight=1.5530921298777687 0.28039174620062146 3.5996939332690081 0.85843260184628789 0.86888836219441046 0.23086779378354538 0.70185382105409999 1.5417950532864768 0.63693795283325005 0.20823336602188725 0.49329141847556446 0.68743451865158256 0.41123869013972614 0.78191824117675413 0.77747791993897397 0.43616783665493208 0.99621311458759065 0.45178543590009201 2.456226957496269 0.71865488588809956 0.23380220052788114 1.2223459335800733 0.32455926993863782 0.61120934848442088 1.1451165298931298 2.4557739148730668 0.32769591227406625 0.62038034759461869 2.275695610092952 1.1864080152008682 2.9798687481088661
leaf_count=73 8 326 436 303 10 93 151 25 12 35 40 11 33 26 31 62 8 121 14 20 469 12 50 28 957 82 32 211 46 185
internal_value=0 0.00108656 -0.000327949 -0.000245515 -0.000158671 -0.000286571 0.00162299 -0.000189057 -0.000484175 -0.00190128 -0.000196536 0.000631455 0.00190805 0.00045485 0.000163178 0.000461764 -0.000367774 0.000156336 0.00141794 -0.000908518 -0.00118201 -0.00134921 -0.000411492 -0.00133369 -0.00224789 -0.00270596 -0.000111626 -0.00260998 0.00222885 -0.000564933
internal_weight=0 3.88009 28.1934 27.3349 26.466 24.6934 1.77266 23.9915 17.645 2.97722 14.6678 6.3465 2.33501 7.65987 6.88239 6.24546 3.34418 2.89239 2.90128 7.00794 6.3205 6.0867 2.97867 2.36746 3.10803 2.78347 4.01149 2.48393 2.18262 3.39111
internal_count=3910 334 3576 3140 2837 2676 161 2583 2249 258 1991 334 106 333 307 282 160 152 122 1658 1618 1598 547 497 1051 1039 228 223 108 196
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=1 47 52 3 3 52 15 106 15 151 15 15 2 13 42 43 15 159 1375 50 158 43 160 42 15 43 457 13 159 50
split_gain=2.64795 1.32938 1.39321 1.2007 1.44623 0.989224 0.7641 0.825873 0.739124 0.955899 0.753504 0.692016 0.705439 0.671185 0.846148 0.664647 0.733864 0.638947 0.594448 0.591631 0.565623 0.55267 0.745716 1.04675 0.843927 1.16287 0.916871 0.571813 0.513294 0.90989
threshold=0.094485000000000013 0.086785000000000015 -0.27466499999999994 -0.115685 -0.032959999999999996 0.12539500000000003 0.035895000000000003 0.092305000000000012 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 -0.016339999999999997 0.11635500000000001 -0.071149999999999977 0.18621500000000002 0.093240000000000017 0.079360000000000014 -0.094429999999999986 -0.43271999999999994 0.11901000000000002 -0.4087349999999999 -0.077544999999999989 -1.0000000180025095e-35 0.083725000000000008 0.041585000000000004 -0.078644999999999979 0.085130000000000025 -0.17606499999999997 -1.0000000180025095e-35 0.08920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 21 6 7 18 9 10 -6 -1 15 -8 -15 16 -13 20 -4 -20 -7 22 -5 -24 25 26 -25 -23 -3 -30
right_child=1 28 5 4 8 17 13 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 27 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012477262488937433 -0.0017217939084705561 -0.0013447583851011764 -0.00063232628557542789 -0.0018685331571060249 0.00061473546771856997 -0.00097902765869676612 0.0016483548799419078 -0.0010584016736453633 0.00017333316654232652 -0.0016537905754519429 -0.0014654584614381171 0.00025942792655941861 0.0016567553137457416 -0.0012574634742633325 0.0017412634620646355 -0.0023360751863916594 -0.0018897905027527315 -0.0010903969484017573 0.0014585025828821412 -0.00078106682690599113 0.0017422255907080832 0.0018495765665951915 -0.0018769758273385934 -0.0019126821083801562 0.0014984169629876371 0.0020455340283091527 0.0010322038302769496 -0.001797828110262522 -0.00035072870612783288 0.0015930671837402289
leaf_weight=1.5804926156997678 0.84295543725602584 1.3454370053950695 0.54076744336634774 1.7775946262991054 1.8855460472404959 0.41271210787817836 0.62548539577983353 0.55658740643411952 6.1491311469580925 2.3273965332191437 0.87233396712690581 2.8334844687487961 0.62818248756229866 1.4110249746590842 0.41768554784357537 0.55316451028920699 0.67349353036843229 1.5295812629628915 9.3041955803055298 0.42234561778605062 0.71455566631630085 0.15212200488895433 1.2960187093121955 1.4304060231661426 1.0076875255908815 0.48324486147612367 0.4848472939338534 4.5640962413745001 6.4446429305244219 0.94586620526388276
leaf_count=55 113 66 7 400 34 43 22 20 156 116 31 74 7 79 14 14 79 51 515 12 24 2 254 170 39 12 15 1265 188 33
internal_value=0 0.000292082 0.000596911 -0.000527358 -0.000727478 0.00071957 0.000925832 0.00113723 -0.000258352 -0.000780348 -4.32423e-05 0.000188689 -0.000168326 -6.51532e-06 -0.000572541 -0.000450701 -0.000153316 -0.000311267 0.00125626 0.00136126 0.000745928 -0.00119821 -0.00084742 -0.000461404 7.72063e-05 -0.000519891 -0.00116718 -0.00168018 -0.00029336 -0.000101954
internal_weight=0 25.5138 16.7779 28.6992 22.4304 15.9349 13.2781 10.8239 11.2344 5.08528 2.75788 6.26882 4.68832 2.4542 1.82871 4.06014 3.50698 2.65685 10.2673 9.72654 1.12727 11.196 6.4798 4.7022 3.40619 2.3985 1.91525 4.71622 8.73595 7.39051
internal_count=3910 1187 900 2723 2494 787 669 554 337 181 65 229 174 115 93 167 153 118 534 527 67 2157 890 490 236 197 185 1267 287 221
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=4 403 12 453 480 1213 11 1456 51 457 133 52 457 1453 47 52 130 49 42 9 43 15 1 2 52 0 4 0 1 0
split_gain=0.5913 0.562642 0.519462 0.528998 0.504951 0.485108 0.501674 0.645858 0.425764 0.397597 0.388251 0.44258 0.394798 0.387757 0.373604 0.368168 0.498553 0.497726 0.491809 0.552341 0.54758 0.547328 0.482973 0.537427 0.511301 0.474318 0.49847 0.458044 0.383694 0.414354
threshold=0.28937500000000005 -0.092224999999999988 -0.041094999999999993 1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 0.080455000000000013 -1.0000000180025095e-35 0.11024000000000002 0.094310000000000019 -0.26719999999999994 -0.42985499999999993 0.53894500000000012 -0.09343499999999999 0.10976000000000001 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091330000000000008 0.084755000000000011 -0.15109999999999998 -0.23033499999999998 0.076710000000000014 0.08400500000000001 0.11401500000000002 0.048950000000000007 -0.23071499999999998 -0.024394999999999997 0.089075000000000015 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 -3 7 13 14 -8 -9 -12 15 -7 -4 25 -17 27 19 21 -20 -19 23 -23 -25 26 -13 28 -18 -30
right_child=2 4 3 -5 -6 6 9 10 -10 -11 11 12 -14 -15 -16 16 17 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029302134078383509 0.0029508601770240834 -0.0029455381850190159 0.0014282739803559992 -0.0030194125032953923 -0.0029442805688666271 0.0012609326247787084 -0.0029711905388583003 -0.0021974944141796124 -0.0022118015833136623 0.0028714194075089862 -0.0023652153224437114 -0.0025225958670683367 -0.0028514582725593491 -0.0028736383985758082 -0.0015299733510560523 -0.0021672989193976134 -0.0029706526239924851 -0.0021217845840666837 0.0014017539434077529 -0.002952916469361376 -0.0026699434457684544 -0.0031344323902995738 0.0017968786914505412 0.0011118497547201365 -0.00205502117556391 0.0029270233137034924 0.00072171214257996889 0.0028033732596718856 0.00058788157028033983 -0.0023876513050246819
leaf_weight=0.67481989128282904 0.80071758246049274 0.52502198878211359 2.8402056716149677 0.35438529308885325 0.57120884425239538 0.23835641308687616 0.79338119050953437 0.61914099974094128 0.3792245341464876 0.11298765661194921 0.58188508334571665 0.42812121519818891 0.35170470364391704 1.0035550848697514 0.41554917581379403 0.86969526502074046 0.82918594701914194 0.49766688980164264 0.4260590448975563 0.34025359340012151 0.82071823073783778 0.34832017048013986 3.6359022780670784 3.0295271541690458 0.50508075801189978 0.77458890643902112 6.6255522895953876 0.24793712538668877 1.0401747231371699 0.64307721785735328
leaf_count=451 192 321 191 19 223 18 154 186 9 3 198 36 14 301 15 144 168 21 6 37 164 20 171 194 75 41 459 7 33 39
internal_value=0 -0.000303472 0.000808924 0.00037901 -0.000234925 -0.000173725 -0.000114957 -3.4113e-05 0.000710332 -0.00224285 7.82453e-05 0.000142304 0.000210443 -0.0020801 0.0010507 0.000261572 -3.47452e-05 0.000115262 0.000428717 0.000683428 -0.00127853 0.000837769 0.00103366 0.000318997 0.000659317 0.000762494 0.0005248 -0.000975269 -0.00134816 -0.000548905
internal_weight=0 26.5339 4.79008 3.98936 25.8591 25.2879 24.7629 23.8565 3.63498 0.906369 22.6146 21.9955 21.4136 1.24191 3.25575 21.0619 13.2336 12.3639 9.60353 8.35675 1.24678 8.0165 7.51883 3.88293 3.53461 7.82826 7.05367 2.76038 2.51244 1.68325
internal_count=3910 3484 426 234 3033 2810 2489 2332 215 157 2013 1827 1629 319 206 1615 1079 935 688 518 170 481 460 289 269 536 495 247 240 72
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=2 30 484 123 133 401 41 8 38 457 13 132 2 1 40 44 13 159 457 14 160 33 15 42 130 150 151 1 4 48
split_gain=0.545317 0.618215 0.571042 0.545839 0.501978 0.484896 0.443601 0.536948 0.49332 0.482129 0.43792 0.815376 0.654775 0.569001 0.553 0.463284 0.437265 0.455341 0.431761 0.453235 0.441713 0.464277 0.529323 0.990762 0.443569 0.429316 0.513062 0.51282 0.421649 0.419862
threshold=0.097940000000000013 0.085915000000000019 -0.0043499999999999988 0.087855000000000016 0.088685000000000014 0.083100000000000021 0.080335000000000018 0.079700000000000007 1.0000000180025095e-35 -0.0015249999999999997 -0.089899999999999994 0.079995000000000011 0.10393500000000001 0.091655000000000014 -0.083709999999999993 0.084245000000000014 -0.37340499999999993 0.093320000000000014 0.53894500000000012 0.07802000000000002 -0.217635 -1.0000000180025095e-35 0.084050000000000014 0.091230000000000019 -0.088449999999999987 0.095565000000000011 0.19805500000000001 0.10593500000000002 -0.59419999999999995 0.14226500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 7 8 9 -4 12 14 -2 -14 -12 -15 -11 18 19 20 28 -22 24 -24 -23 26 27 -16 -18 -29
right_child=3 -3 4 -5 -6 -7 -8 -9 -10 16 11 -13 13 15 25 -17 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0029654085875210263 0.003372735589030772 0.0030186514465431451 -0.0024497334537708364 0.0026666790177595511 -0.002643124316413171 -0.0032727471519445003 -0.0025165659800220471 0.00292812113360501 -0.0036521068907055597 -0.0036226814115014792 0.0033641504292210404 0.0025263213287045777 -0.0022604713279571584 0.0021161987445756487 -0.0025694253029458669 -0.0021536239716876153 0.0038358286075920889 -0.0025073002405408477 -0.0034829297779245235 -0.0022916318965636021 -0.0026997153367918415 -0.0036615513431035225 -0.0032960108030988524 0.0024498197407170743 0.0015613664264375515 0.00089611072843198767 0.0034524365196395498 0.00027431856471135251 -0.0034165968508027421 -0.0031392253299541975
leaf_weight=1.1077357706963145 1.0494448180543252 0.53537483012769271 0.88352942437631554 1.0785844550700847 1.1172761924972281 0.59688336329418312 0.86404433212010268 0.65164871793240386 0.44627361570019353 0.34006596077233453 0.35992137878201713 1.0230038355221038 0.73440155328717116 1.4067379358457399 2.6260674989025583 0.35804027970880259 0.11035995930433273 0.64028189645614553 0.31125336047262031 0.60338821233017448 0.38662595162166447 0.18757145857669666 0.79034679001779273 0.58765667252009735 6.9264273545705084 1.213243744918145 0.24217582994606335 1.9395087278098802 0.48887274364823774 0.51139717595651735
leaf_count=472 21 97 103 132 495 226 71 50 31 7 40 106 38 149 469 14 1 104 13 35 20 17 360 62 424 63 6 119 140 25
internal_value=0 -0.000527335 -0.000638743 0.00038742 -0.000476978 -0.00031362 -0.000189396 -3.8825e-05 -0.00019103 -6.50068e-05 0.000172976 -0.000265595 0.00115122 0.000218375 -0.00067999 0.00124993 0.000120257 0.000235626 0.000404618 0.000524644 0.000703936 0.000891891 0.00105541 -0.000845672 0.00142366 -0.000902814 -0.00131313 -0.00154045 -0.00208093 -0.000437939
internal_weight=0 17.5756 17.0402 12.5425 15.9325 14.8152 14.2183 13.3543 12.7027 12.2564 11.4639 7.91532 3.54862 2.49918 6.89231 1.76478 11.3729 11.0328 10.3925 10.0812 9.47786 8.87863 8.492 1.378 7.114 6.53239 5.31915 5.07697 0.599233 2.45091
internal_count=3910 2728 2631 1182 2159 1664 1438 1367 1317 1286 1050 828 222 201 722 163 1183 1176 1072 1059 1024 883 863 422 441 682 619 613 141 144
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=1 0 2 14 30 16 157 151 132 457 16 52 12 10 16 39 42 133 52 51 1 131 43 0 16 457 2 151 3 12
split_gain=0.492068 0.655244 0.476988 0.481783 0.438125 0.483234 0.645601 0.408279 0.406252 0.46518 0.539209 0.471678 0.464879 0.551821 0.399169 0.454103 0.373912 0.471636 0.526353 0.516092 0.370148 0.369389 0.389768 0.360202 0.353117 0.391215 0.36093 0.35437 0.342868 0.556405
threshold=1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.077685000000000018 0.085915000000000019 0.070590000000000014 -0.062769999999999979 0.087190000000000017 0.079995000000000011 -0.0034949999999999994 -0.072359999999999994 -0.077699999999999977 -1.0000000180025095e-35 -0.0091399999999999988 0.67964000000000013 0.16168500000000002 -0.089024999999999979 0.10599500000000002 0.11401500000000002 -0.031524999999999991 0.13735000000000003 0.10350000000000001 -0.4342399999999999 -0.25490999999999991 -0.50763499999999995 0.085130000000000025 1.0000000180025095e-35 -0.083559999999999982 0.10666500000000002 0.099680000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 5 6 -2 8 9 -8 11 -11 13 -12 15 21 -3 18 19 -18 -5 22 -7 -14 -1 26 -26 -27 29 -21
right_child=2 16 -4 20 -6 14 7 -9 -10 10 12 -13 23 -15 -16 -17 17 -19 -20 28 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00064083089518953871 0.0021626058212865082 -0.0027929041509014399 0.0025197288194843763 -0.0032369443135531859 0.0033422951640203319 0.0023412797714485313 -0.002172126150296879 0.0027683269893179836 0.0022753400173433388 0.0032517540758174065 -0.0033626037267825253 0.00025949711899168339 0.0036312179625965051 0.002025640378307015 0.002811983144461949 0.0024127899104401463 -0.0033709938399363957 -0.0025553987866669338 -0.0034674446537897568 0.0010333509844311058 0.0022449893299727199 0.0013623794647120732 -0.002990224543071063 -0.0022905527073797762 0.0032962347846668006 -0.0033583926223518207 -0.0033681918003563701 0.0025033753978044963 0.0032365548444949015 -0.0034545752204967004
leaf_weight=0.46745603950694414 1.8345370010938538 0.53385656588943664 0.89484629442449559 0.7659312000614581 0.46360412740614165 0.1633223872631796 1.2002834968734539 0.58174106711521822 0.7577194230398171 0.63605407241266743 0.27817448391579092 6.1139701315551056 0.11875962279737029 0.8223024510079997 0.25158607237972308 0.28148922417312849 0.31328063824912522 0.64821371741709288 0.35091898997779924 3.4284869969997094 0.16344614699482918 0.30342084530275304 1.8326305574155406 2.0757954989676337 0.09288900904357511 0.18397446308517829 2.0546983715321403 0.29149171267636109 0.65146062150597561 0.33130251331021998
leaf_count=44 150 210 140 110 96 5 67 41 80 26 14 499 2 65 15 5 99 225 93 307 3 21 298 281 2 39 899 12 8 54
internal_value=0 -0.000761286 0.000161249 4.8055e-05 0.000169814 8.45602e-05 0.000329863 6.26964e-05 -6.84348e-05 -0.00022636 6.1394e-06 0.000541457 -0.00109048 0.00066362 -0.00116422 -0.00155182 -0.000145985 0.000100898 0.000440148 0.000730388 -0.00227286 -0.00203717 -0.00255396 -0.00197009 -0.00200712 -0.00247901 -0.00307994 0.000235253 0.00102166 0.000637887
internal_weight=0 9.34803 19.5396 18.6448 17.7154 17.2518 14.4193 12.5848 12.0031 11.2453 10.0451 6.75002 3.29503 1.10048 2.83245 2.58086 6.25752 5.72366 5.07545 4.72453 0.929377 2.29937 1.99595 2.19456 3.09051 2.62305 2.14759 0.475466 4.41125 3.75979
internal_count=3910 1992 1918 1778 1665 1569 1225 1075 1034 954 887 525 362 79 344 329 996 786 561 468 113 324 303 283 996 952 901 51 369 361
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=4 482 42 39 43 133 3 48 50 158 1 33 453 1429 157 146 1 1373 52 42 156 43 13 42 3 0 47 2 1 376
split_gain=0.462767 0.452603 0.463886 0.56783 0.906864 0.514435 0.616539 0.530664 0.565585 0.608837 0.505219 0.454269 0.478028 0.507294 0.485431 0.506886 0.592662 0.43884 0.439566 0.414664 0.405419 0.379127 0.511198 0.444253 0.356187 0.334091 0.32874 0.459119 0.314554 0.332065
threshold=0.51224500000000017 0.091725000000000015 -1.0000000180025095e-35 0.085220000000000004 -0.044024999999999988 0.10681500000000001 0.16699000000000003 0.12649500000000002 0.083475000000000008 0.085110000000000005 0.11866500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084354999999999986 0.10949000000000002 0.12263000000000002 0.10355500000000002 0.092885000000000009 0.10848000000000001 0.013700000000000002 -0.52334499999999984 0.10153000000000002 1.0000000180025095e-35 0.090325000000000003 -0.11524 0.11566000000000001 0.096540000000000015 0.089605000000000018 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 5 -5 6 7 8 9 11 -6 -4 13 -13 -15 16 17 18 19 -16 26 -20 23 -23 -11 -8 27 -1 29 -29
right_child=-2 -3 3 4 10 -7 25 -9 -10 24 -12 12 -14 14 15 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0036410956516703731 0.0029558552445230844 -0.0033455427640423857 -0.0031986027322147489 0.0033845719469785076 -0.0033701043050465857 -0.0036326530408711702 0.00041349856202759481 -0.0025963991871729678 -0.002385479273520561 -0.0035587599167836571 0.0017472188747673257 -0.0030494228341904467 -0.0033766980734151199 -0.003333681822148622 0.001318719902540936 -0.0039047641778074444 0.0039213880780769681 -0.0038622677795367762 0.003469416269031056 -0.0032612204925123894 0.0015443451459373745 0.0010416353879193849 -0.0046478314697068826 -0.003182230943958613 0.0027827260545562021 0.0039198753709014204 0.0003286752285167234 -0.0036971400095978284 0.0022670610049085795 0.0020928436776372684
leaf_weight=1.5790167210798318 0.62803709402214636 0.60274491485324588 0.47668066434564238 1.5906151853268968 0.55750269908457883 0.55150168825639312 0.69823042815551162 1.1906038940069255 1.3020538721757464 0.84122886651312079 0.47819174104370177 0.50419946396142989 0.42742961185285899 0.38934377348051619 8.7793585826293139 0.29756174795329648 0.8195985958445825 0.27374703530222255 0.26954496733378652 0.27192422474036071 0.56771755014779035 1.1405147975310677 0.43594488641247142 0.4687796389334834 0.13748733792454004 0.75413455464877077 0.75255044334335242 0.45338322600582603 0.35779143014224246 0.18652923638001084
leaf_count=682 168 156 29 194 27 304 54 66 347 209 34 145 50 98 658 7 32 15 5 26 81 22 13 167 4 55 36 190 31 5
internal_value=0 -0.000215647 -0.0001446 5.56311e-05 0.00165259 -0.000153762 -5.5262e-05 -0.000239723 -7.3058e-05 0.000120776 -0.00100738 0.000308301 0.000427045 0.000546149 0.00068405 0.000806671 0.000919192 0.000707797 0.000817865 0.00118113 -0.00130869 -0.000602561 -0.00113921 -0.000188756 -0.00266793 0.00223417 -0.0017952 -0.0024155 -0.000475802 -0.00200941
internal_weight=0 27.1559 26.5532 22.6562 2.62631 20.0299 19.4784 18.026 16.8354 15.5333 1.03569 14.5546 14.0779 13.6505 13.1463 12.757 12.4594 11.6398 11.3661 9.05128 3.89699 2.31478 2.04524 1.60929 0.978716 1.45236 3.32927 2.57672 0.997704 0.639912
internal_count=3910 3742 3586 2561 255 2306 2002 1893 1827 1480 61 1267 1238 1188 1043 945 938 906 891 684 1025 207 202 189 213 109 944 908 226 195
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 12 40 50 15 47 50 4 158 3 47 16 2 13 13 123 2 3 3 16 48 42 148 149 43 12 3 1429 4 16
split_gain=1.77649 1.1102 1.07796 1.03708 0.936845 0.84126 0.947064 0.94861 0.798191 0.807358 0.912775 0.8409 0.86386 0.765871 0.825329 0.678059 0.674291 0.643448 0.927796 0.615259 0.673216 0.840731 0.78585 0.679546 0.58109 0.570882 0.565808 0.665874 0.913389 0.611013
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.086465000000000014 0.084050000000000014 0.091680000000000011 0.11551000000000002 -0.17479499999999998 0.084965000000000027 -0.115685 0.080860000000000015 0.3935300000000001 0.097940000000000013 -0.26418499999999995 0.14810000000000004 0.11662000000000002 0.13215000000000002 -0.084129999999999996 -0.08348499999999999 0.050115000000000007 0.12862000000000004 -0.097204999999999986 -0.080629999999999993 0.10096000000000001 0.19761500000000001 0.083175000000000013 -0.021064999999999997 0.084545000000000009 0.0057500000000000008 -0.090129999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -3 9 -1 11 12 17 -6 -15 -5 19 -11 -19 20 21 -9 -23 -24 -14 26 -20 28 29 -28
right_child=1 5 -4 15 13 -7 -8 16 -10 10 -12 -13 24 14 -16 -17 -18 18 25 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00062155781828177243 0.001597696774508502 -0.0016779961264419751 -0.002069801608114727 -0.0019945910109234483 0.0019966312853157333 -0.00059820118705811707 -0.0020496911471575936 -0.0015914121865506009 -0.0014592269628059889 -0.0015092602831391041 -0.0015286882436556402 -0.0020567909576850534 0.0011552539544558021 -0.0019915730998292438 0.00019472429960510943 0.0020858628894128016 0.0020137861608120538 0.002319933420974606 0.0014575304131862869 -0.00074524954519331521 -0.00099525618512713359 -0.00071672109250700555 0.0017694402167177767 -0.00060961559953286561 -0.0011398409717141478 -0.0014856576222102584 -0.00011928734777461703 0.0014480452952876737 0.00086281973046025144 -0.0018966935881009207
leaf_weight=4.5577870998531678 3.303913327632475 0.69551539898384263 0.33818737603723992 2.2549696778878565 0.2597128385677937 5.0518949870020142 0.5805579009465881 0.45415994711220165 1.8086293993983407 1.462688070256269 2.057950976653955 0.8133791232248776 2.9653219339670627 2.8223953300621356 0.86309631459880609 0.1674695424735545 1.2715884374920277 0.56500219856389389 0.83992118039168939 1.3105857337359337 0.76522761769592751 0.7163833836093535 3.9303419329225999 0.52046427782624949 0.49242079339455802 1.249124859459698 1.2793417051434568 0.72963679814711202 1.2091817217878995 1.7574067749082805
leaf_count=135 301 84 8 578 4 181 34 8 166 226 187 128 128 906 68 3 111 18 25 64 11 22 155 8 26 159 31 24 35 76
internal_value=0 0.000286343 0.00125715 -0.000488644 -0.000373433 5.51968e-05 0.000377398 0.0005232 -0.000214577 -0.000101904 -0.000315723 -0.000128928 -3.98171e-06 -0.00125073 -0.00147957 -0.0017125 0.0006939 -0.000320534 -9.26406e-05 0.000475852 0.000726433 0.000960805 0.00118513 0.00149124 0.000828407 -0.00028559 -2.78236e-05 -0.000278565 -0.000575272 -0.0011479
internal_weight=0 18.9388 3.6421 28.1554 25.733 15.2967 10.2448 9.66427 21.7878 19.9792 15.4214 13.3634 12.55 3.9452 3.68549 2.42244 8.96875 9.0923 7.62962 7.69716 6.38658 5.62135 5.16719 4.45081 3.45774 7.06461 5.81549 4.97557 4.24593 3.03675
internal_count=3910 987 309 2923 2342 678 497 463 1364 1198 1063 876 748 978 974 581 379 594 368 268 204 193 185 163 154 350 191 166 142 107
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=4 403 151 11 1456 480 1213 147 475 1453 457 128 1374 1 15 151 14 156 49 47 0 3 49 52 49 16 9 133 160 42
split_gain=0.461494 0.437472 0.428218 0.412792 0.441206 0.405856 0.421352 0.372056 0.354271 0.313772 0.306396 0.313424 0.316115 0.346542 0.438001 0.371781 0.367152 0.393087 0.395956 0.353996 0.317929 0.370746 0.450652 0.482875 0.51278 0.397553 0.391888 0.372036 0.373258 0.36669
threshold=0.27020000000000005 -0.092224999999999988 -0.27336999999999995 0.080455000000000013 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.10136000000000002 -0.085719999999999977 -0.09343499999999999 0.53894500000000012 0.11695000000000001 0.09309000000000002 0.094485000000000013 -0.095799999999999982 -0.079329999999999984 -0.24402999999999997 0.096585000000000018 0.0062100000000000011 0.13206500000000002 -0.230625 -0.115685 1.0000000180025095e-35 0.11588000000000002 -0.088329999999999978 -0.035699999999999989 0.084755000000000011 -0.090054999999999982 -0.082969999999999988 -0.09361499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 8 -5 -6 -3 11 12 13 14 15 -8 -15 18 19 -18 -16 25 23 24 -23 -22 27 -26 -29 -30
right_child=2 3 -4 7 5 -7 10 -9 -10 -11 -12 -13 -14 16 20 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0032093040379540519 -0.0028607386942920642 0.0012452011382628842 0.0010389059214461413 -0.0032494902380125149 0.0032821180201622136 -0.0032241442097026315 0.00042839712285106478 0.0033815064239316496 -0.0029905542996436739 -0.0031103715518071891 -0.0030691805763028179 -0.0034441178056958586 -0.0026018611374761481 -0.0024961629346658817 0.0028525943206334802 -0.0033018158453484501 0.0011215015757892596 -0.0019051770576636263 0.0029126162283391894 -0.0014265372078221983 -0.0004475784888609577 -0.0024266510180200036 -0.0028265098330437087 -0.003339843041361729 -0.003211667225194427 0.0021803119988067932 -0.0032293307386259233 -0.0022957138636396563 -0.0033842171887980849 0.001374613573813948
leaf_weight=0.52023391576950118 0.30719674564898003 0.21292751692817546 4.3999913996085516 0.72713134990772132 0.10494257137179375 0.40417579645872947 0.43040254796505906 0.097904637455940247 0.73409413342598995 0.81128787365743338 0.30480338260531326 0.24302776693366368 0.3998967693769363 0.32547359215095628 0.41941033501645897 0.74251555933735847 4.588915125350467 0.45081631455104787 1.110475650988519 0.63265986461192358 1.0060195435653443 0.69259555370082893 0.68488823994994152 0.43501979755819764 0.23387820171776041 1.4095886778086644 0.27134060650132585 0.34077962103767134 0.17218049464283325 4.0247196750422871
leaf_count=442 20 31 452 166 4 203 47 2 458 325 14 44 41 14 10 140 304 58 72 12 41 54 213 122 127 49 35 79 26 305
internal_value=0 -0.000314963 0.00078441 -0.000246558 -0.000160263 -5.6401e-05 8.39791e-06 -0.00246261 -0.002206 -0.00220488 0.000106602 0.000158603 0.000206262 0.000268747 -8.99539e-05 -0.00193301 0.000816932 0.00097591 0.00118103 0.000812774 0.000133128 1.01024e-05 -0.000368966 -9.61942e-05 0.000149827 0.00108588 0.000503682 0.000715965 0.0009184 0.00117938
internal_weight=0 22.5321 4.70719 22.0119 21.1868 20.1626 19.7584 0.825036 0.839037 1.02422 18.9194 18.6146 18.3716 17.9717 10.8633 1.17292 7.10834 6.78287 6.33205 5.22157 9.69042 9.27101 6.8554 6.17051 5.73549 2.41561 5.0429 4.77156 4.53768 4.1969
internal_count=3910 3438 472 2996 2828 2472 2269 168 462 356 1807 1793 1749 1708 1248 187 460 446 388 316 1061 1051 961 748 626 90 572 537 410 331
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=156 15 2 403 159 123 456 401 13 132 2 1 40 44 150 151 52 52 1 133 150 457 484 133 52 106 0 52 43 160
split_gain=0.418632 0.456766 0.418578 0.439354 0.467022 0.406766 0.382007 0.39671 0.34571 0.696155 0.545347 0.427709 0.400029 0.379246 0.373747 0.399913 0.340884 0.432409 0.410124 0.318003 0.315616 0.31492 0.331621 0.34629 0.332568 0.365751 0.497357 0.38864 0.351863 0.409855
threshold=-1.0000000180025095e-35 -0.46970499999999993 0.097940000000000013 -1.0000000180025095e-35 0.10374500000000002 0.088120000000000018 0.084065000000000015 0.08481000000000001 -0.089899999999999994 0.084305000000000005 0.10393500000000001 0.091655000000000014 -0.083709999999999993 0.084245000000000014 0.095565000000000011 0.19805500000000001 0.10701500000000001 0.15091000000000002 0.10134000000000001 -0.26719999999999994 0.12187000000000002 0.53894500000000012 -0.0043499999999999988 0.088685000000000014 0.092885000000000009 0.092305000000000012 -0.074514999999999984 -0.089799999999999977 -0.52334499999999984 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 19 10 12 -4 -12 -10 -13 15 16 18 -18 -14 -5 -16 22 -21 24 25 26 27 -24 -26 -30
right_child=1 2 5 4 -6 -7 -8 -9 9 -11 11 13 14 -15 20 -17 17 -19 -20 21 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0031050046424858967 0.0028011752662279116 -0.0021957576116369056 0.0030692408201533363 -0.0031325932721397603 -0.0029417778914987932 0.0023635755861919901 -0.002771813529686102 -0.003105430420794033 0.0029868391296855243 0.0023808084088839808 -0.0019798064394249853 0.0018716086673532431 -0.0032455138679875852 -0.0019037031688603982 0.00290310587042615 0.0030791365010026583 0.0020745264069823581 -0.0016223239004390718 -0.0009288568145331518 -0.0022927808636019364 -0.00049195062752718777 -0.0031853810292031418 -0.0016647570908479446 -0.0017944776276872893 0.0033745045762269567 -0.0024170298198245817 0.001875459496342598 0.00060444890393821697 -0.0024606843404888197 0.0018748488862024978
leaf_weight=0.43720218609087425 0.51739201764576392 1.2604480493755605 0.88123211904894505 0.29348859397578131 0.60439734000829126 0.87219224218279201 0.51491995574906546 0.39421260889503251 0.27854501153342326 0.84509773197351012 0.6149169371929023 1.1879168477607889 1.3275382909632738 0.32081225817091752 0.42063288926146902 0.197522165137343 0.52378195081837453 0.70414991423604079 1.5994924131955484 0.48862205154727867 0.68043518363265321 0.26833592634648162 0.83503357198787487 0.70103876254870634 0.15713894367218006 0.35225984267890531 2.7206212764722171 5.0470228242920694 0.95763546164380453 0.26407270226627588
leaf_count=197 133 785 19 137 166 119 157 147 32 100 38 122 253 14 32 6 45 84 141 194 30 13 82 194 2 8 162 354 135 9
internal_value=0 -6.46443e-05 -0.00012322 -0.000455547 -0.00029425 0.000349135 -0.000171108 -6.3799e-05 0.000165774 -0.000229797 0.00103162 0.00018608 -0.000614685 0.00106884 -0.000798636 -0.00120432 -0.00140796 -4.54095e-05 -0.00197956 3.54168e-05 0.000805038 0.000114266 0.000191102 0.000301088 0.000443251 0.000660142 0.000786145 0.000282306 -0.000965354 -0.00152356
internal_weight=0 25.8309 25.3135 14.8592 13.5988 10.4543 12.9944 12.4795 9.58207 6.5772 3.00488 2.12365 5.7321 1.50873 5.45355 4.35248 4.15496 1.22793 2.92703 12.0853 1.10107 11.7918 11.5234 11.0348 10.3338 8.95494 8.60268 5.88206 1.37885 1.22171
internal_count=3910 3713 3580 2545 1760 1035 1594 1437 916 723 193 174 623 136 591 529 523 129 394 1290 62 1153 1140 946 752 606 598 436 146 144
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=1 39 3 51 484 3 3 47 4 50 48 159 43 47 42 160 42 43 132 13 3 474 2 43 46 43 3 12 42 16
split_gain=2.21005 1.38638 1.47121 1.13158 1.10658 1.02538 1.29871 0.907941 1.77934 1.2015 1.10784 0.970388 0.861355 0.768361 0.747842 0.826129 0.981566 1.03645 0.80433 0.984072 0.747565 0.816221 0.719946 1.01115 0.676407 0.67495 0.923706 0.62311 0.592559 0.721327
threshold=0.094485000000000013 0.085220000000000004 0.31335500000000011 -0.40274499999999996 -0.0043499999999999988 -0.115685 -0.032959999999999996 0.09252500000000001 -0.012939999999999998 0.10976000000000001 0.12862000000000004 0.079875000000000015 -0.074254999999999988 0.085165000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 0.093105000000000007 0.14810000000000004 -0.021064999999999997 0.084655000000000022 0.11635500000000001 0.093240000000000017 0.092020000000000005 -0.075819999999999985 -0.10315499999999998 0.11878500000000002 -1.0000000180025095e-35 -0.55207499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -3 -1 13 14 8 11 10 27 -2 25 22 -7 -16 17 -17 19 -18 -8 -22 23 -6 28 26 -9 -10 -5 -30
right_child=1 3 -4 24 5 6 20 12 9 -11 -12 -13 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014878056110114624 -0.0012068245318600027 -0.0016739206248400709 0.0014692079577978525 3.4965163325951005e-05 3.7666435762565648e-05 -0.0015997237665731766 0.0013961744638296152 0.0011653574816694252 0.00097356519711731967 -0.0014271774826689428 -0.0011183475456545036 0.00098247982037285761 -0.0011088208640306473 0.0014773501682742273 -0.0015815534982176402 -0.0016011093850185972 -0.0015852414730328575 0.0010894713068771548 0.0016036306756398353 0.00048631933751923433 -0.0004492211539996284 0.00083797680136312553 0.0014629418714487462 -0.0020909333008429401 -0.00099665448150343785 0.0015805028224550009 -0.0013994422225250471 -0.00037054881040443367 -0.00076695779547973088 0.0016032729532938195
leaf_weight=2.3736399743938845 3.0285617909394271 0.41233995929360379 1.4814821025356639 0.93555401265621174 3.6139209128450629 2.936613289988605 0.71572477044537564 0.55833688098937284 6.6524102818220854 0.76817928953096348 0.81380357965826977 0.59309573285281647 3.7641337288077912 0.96903515700250853 1.8087982585420901 0.44968242780305479 2.4149077628972018 1.5939130142796711 0.29401916405186046 0.73205446265637864 8.2736868569627351 1.4128916389308859 0.66836786828935135 0.64414088777266432 0.38183157891035069 0.58129883278161276 0.89604311482980858 0.96783975325524796 0.3422278650104994 3.8873312403447922
leaf_count=485 250 10 120 22 138 763 17 11 217 24 11 32 124 20 364 32 513 72 7 19 229 39 8 17 9 6 53 16 10 272
internal_value=0 0.000164571 -3.19548e-05 0.000827601 -0.000463956 -0.000372344 -0.000536834 -0.00015137 8.10395e-05 0.000446792 0.000617474 -0.000848296 -0.000665246 0.000203318 -0.000932812 -0.000664285 -0.000361773 0.000497423 -0.000872048 -0.00110335 -0.000147416 -0.000261469 -4.72855e-05 -0.000284339 0.00101356 0.000154959 -0.000414815 0.000802851 0.00116216 0.00141149
internal_weight=0 26.0645 20.1052 5.95928 28.9014 26.5278 20.6323 18.6237 12.8239 9.20223 8.43405 3.62166 5.79981 5.89546 10.23 7.29338 5.48458 2.0436 3.44098 3.14696 10.4023 9.68658 4.92643 4.25806 5.54694 2.03568 1.45438 7.62025 5.16511 4.22956
internal_count=3910 1187 864 323 2723 2238 2055 744 550 268 244 282 194 183 1770 1007 643 104 539 532 285 268 163 155 313 70 64 233 304 282
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=1 0 39 3 1186 51 48 50 2 1348 457 0 9 3 3 51 3 159 106 46 51 0 133 4 52 1429 122 48 15 48
split_gain=0.409198 0.558465 0.384806 0.541651 0.446708 0.434604 0.418013 0.499072 0.702076 0.373405 0.422401 0.524876 0.44307 0.474349 0.446528 0.38719 0.377814 0.445389 0.361935 0.405401 0.339289 0.315508 0.289798 0.409976 0.327339 0.304985 0.28411 0.271604 0.26342 0.260812
threshold=1.0000000180025095e-35 -0.084074999999999997 0.005105000000000001 0.31335500000000011 0.083980000000000013 -0.40274499999999996 0.12675000000000003 0.11413000000000002 0.11542500000000001 0.084620000000000015 -0.0015249999999999997 -0.10575999999999998 -0.016839999999999997 -0.074234999999999982 -0.075679999999999983 -0.069879999999999984 -0.12817999999999996 -0.47141999999999995 0.092305000000000012 0.086210000000000009 0.14083500000000002 -0.083934999999999996 0.084285000000000013 0.0021050000000000005 0.048695000000000009 0.086185000000000012 0.089350000000000013 -0.033554999999999995 -0.095799999999999982 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 6 -4 7 8 9 10 -2 15 -13 14 16 -12 -14 -18 19 26 -8 -3 25 -24 -25 -1 -7 -10 -17 -23
right_child=2 21 5 -5 -6 18 20 -9 27 -11 11 12 13 -15 -16 28 17 -19 -20 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032347201175594946 -0.0027010709040208732 0.0037848273557985266 -0.0033122655038886496 0.0028066913235520216 0.0029949576322632378 0.0024303969927598418 -0.0034222819556945683 -0.0032561496043818829 -0.00062832979009275203 0.0022154354696862833 -0.001661753600650314 0.0036616513904574382 0.00016979680247229323 -0.0028768109857212399 0.003108095665196809 2.7543269456282005e-05 0.0030263069367754926 -0.0032501897661499713 -0.0015052887957336179 -0.0020271150723699593 -6.4754206478608554e-05 -0.00063790036582338477 -0.0031973420772746005 0.0016583968780211414 -0.0032815919953713721 0.0031209707188773915 -0.00084617905084724196 0.0030163820799680241 0.0016877323432380078 0.001082955003506132
leaf_weight=1.3453087579400764 0.761512637545814 0.20086866509518575 0.21492794342339072 0.62580698559759262 0.42317731271032322 2.4831003038561907 0.75076131941750535 0.49621757911518294 0.26149371243081987 0.57128793734591532 0.70438360510161135 0.19095707358791525 1.2557282721681928 1.284317877521991 0.30375049408758048 1.8368641386623497 0.13121646642684182 0.88341264138581055 0.39772155683021981 0.26642902987077821 0.5112469750456512 4.2030144651944283 0.45223479435662717 0.62659493871615268 0.17296082846587524 0.080881312955170759 0.29968908289447416 0.98436911188764564 2.0365076172456549 1.1290505740034857
leaf_count=555 57 10 10 123 31 324 49 117 28 37 48 6 138 207 11 66 2 390 21 11 20 897 300 73 61 7 12 87 123 89
internal_value=0 -0.000702943 0.000155859 -8.39126e-05 -0.000219039 0.0010734 -0.000323951 -0.000136497 1.64801e-06 -0.000279767 -0.000431597 -0.000231272 -0.00106495 -0.00129887 -0.000511577 0.000506178 -0.000995851 -0.00243848 0.00134686 0.00171888 -0.00206213 -0.000126179 -0.00189459 -0.000778399 0.000589773 -0.00287428 0.00207753 0.00225139 0.000900423 -0.000273514
internal_weight=0 8.21091 17.6749 14.013 13.3872 3.66187 12.964 11.702 11.2058 9.95994 9.38865 8.62714 4.04938 3.85843 2.57411 4.57776 2.27036 1.01463 3.44694 3.04922 1.26201 5.53293 2.67798 1.25179 0.799556 1.42619 2.78279 1.24586 3.87337 5.33207
internal_count=3910 1992 1918 1540 1417 378 1386 1317 1200 1085 1048 991 754 748 541 237 530 392 368 347 69 996 996 434 134 562 336 115 189 986
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=4 12 151 42 158 1 42 52 160 3 133 1213 16 4 160 2 49 15 15 48 151 15 1 4 4 15 4 13 43 12
split_gain=1.72226 1.07035 0.998021 0.974694 0.975505 1.1358 0.924795 0.859199 1.10555 0.778746 0.743758 0.629487 0.605668 0.602439 0.677008 0.597377 0.787928 0.538954 0.726398 0.572839 0.897534 0.552101 0.507022 0.740613 0.544541 0.475768 0.468531 0.457952 0.455888 0.410318
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.42035499999999998 -1.0000000180025095e-35 -0.010319999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10994000000000002 -0.51381999999999983 0.090010000000000021 0.10679500000000001 0.0037600000000000003 -0.015439999999999997 0.024640000000000006 0.09227500000000001 -0.086769999999999986 -0.073314999999999991 0.092385000000000009 -0.065999999999999989 -0.48072499999999996 -0.093099999999999974 0.25367000000000006 -0.011514999999999999 -0.14839499999999997 -0.071274999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 26 5 6 7 -5 10 22 -9 -10 17 -13 15 16 -15 19 -19 20 -11 25 23 24 -1 -21 -3 -12 -16 -4
right_child=2 3 29 4 -6 -7 -8 8 11 12 27 13 -14 14 28 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037610764785075333 -0.0015019662472304726 -0.0015545836721729451 0.0014993994935547177 -0.001605350894751751 -0.0016499858867423157 0.0014347663901560655 -0.0016376915261528467 0.00044554031968419439 -0.0016047476990531024 0.00091379160466573378 -0.0016163805436157938 -0.0017142350311606051 -0.00094088917295452178 0.0011202033139023615 0.0017069078172044134 -0.00054060000135539206 -0.0010993877821866955 0.0010535841347315512 -0.00047436225576089888 -0.00017458005791744208 -0.00099769614688279234 -0.0008729070112419321 0.0011062221466716102 -0.00079664498687556401 0.0012857680265962249 0.0013431319716714332 0.00037768512342538504 0.0001949806845836696 -0.0016605180250337823 0.00054043513152852855
leaf_weight=0.77032102923840318 0.54688155557960261 2.8027935657883094 1.4051834214478729 1.0231447914848075 1.3544350686715905 0.96022755349986333 1.2892578018363572 0.84104567358735804 0.42146488471189503 0.7554109739139675 1.978225967148316 0.32401471026241768 2.3255224267486474 4.2943871002644292 0.12592125311493874 0.84626755700446654 0.44721022818703193 2.106206702534108 1.2589602158404885 0.93140235543251093 3.5249314452521503 0.80057704309001554 2.1688736905343831 1.3525219347793633 1.4193423609249296 1.1931462376378477 0.35844005807302881 0.43037403607741209 0.53182763839140523 5.7691381259355685
leaf_count=13 20 854 183 241 208 37 321 66 162 24 466 6 134 188 2 23 28 62 41 43 127 19 126 70 35 42 11 19 70 269
internal_value=0 -0.000256709 0.000570297 -0.000533043 -0.000362425 -0.000233373 -0.000360974 -0.000214842 -7.59174e-05 1.10386e-05 -0.00084284 0.000280569 -0.000205612 0.000401518 0.000511281 0.00069104 0.00091086 -4.38517e-05 0.000481956 -0.00028942 -0.00066035 0.000253363 0.000500257 0.000129226 0.000701122 0.000677767 -0.00133549 -0.00129272 -0.00101585 0.000728261
internal_weight=0 36.6363 7.7212 18.029 14.8678 13.5134 12.5531 11.2639 10.2407 18.6072 3.24965 6.99109 12.8962 6.56963 6.24561 5.58786 4.7416 10.5706 3.36517 7.20547 4.28034 2.92513 5.71106 3.54219 2.18966 2.12455 3.16123 2.4086 0.657749 7.17432
internal_count=3910 3438 472 2702 1837 1629 1592 1271 1030 736 551 479 492 317 311 239 216 358 103 255 151 104 244 118 48 85 865 485 72 452
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=4 482 160 1212 484 150 42 43 40 155 1373 133 1365 14 39 1 123 2 1375 151 0 474 2 0 158 48 4 0 15 13
split_gain=0.389197 0.373073 0.385 0.387939 0.362977 0.719269 0.344499 0.414561 0.505863 0.3884 0.38751 0.403395 0.375368 0.380183 0.323708 0.322626 0.453334 0.414197 0.312245 0.328212 0.39245 0.343972 0.393909 0.48584 0.463965 0.464517 0.439039 0.657878 0.329122 0.419157
threshold=0.51224500000000017 0.091725000000000015 -0.40446999999999994 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 0.24789500000000006 -0.0068699999999999985 0.088680000000000023 0.099250000000000019 0.098810000000000023 1.0000000180025095e-35 0.07802000000000002 0.14126000000000002 1.0000000180025095e-35 0.091310000000000016 1.0000000180025095e-35 -0.43271999999999994 -0.52174999999999983 -0.23029999999999998 -1.0000000180025095e-35 0.10274500000000002 0.18055000000000002 0.085110000000000005 0.10242000000000001 -0.49837999999999999 -0.070894999999999986 0.10363000000000001 -0.52445999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 8 -8 10 11 12 13 18 -13 16 -6 -17 -10 -20 -21 -22 23 24 25 26 -23 -28 29 -24
right_child=-2 -3 3 4 6 -7 7 -9 9 -11 -12 14 -14 -15 -16 17 -18 -19 19 20 21 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026224017299812247 0.0028855752016557945 -0.0032351504684209722 -0.0036574973471279085 -0.0029062427492454039 -0.0036874290611080772 0.0030179067416491994 0.0020752931880876299 -0.0026292539876702063 -0.0017106577239194472 -0.0033103762146786102 -0.0037806682432411374 -0.0034996556021373673 -0.0033493136003403682 -0.0021863349289095247 0.003933478180399721 -0.0012223401873636909 0.0019415359100066181 0.0022683711495370754 -0.0036927837514101236 0.002736632914915208 -0.0042110595236814641 -0.0036476760818933036 -0.0017957938856165544 -0.0032439877237106646 -0.0033305939282865546 -0.0019902661132250154 0.00043029951441344921 0.0029752919732388881 -0.0010550726793019821 0.0028785823010782701
leaf_weight=0.79103384300834179 0.55293414543848385 0.52144380379468103 0.38596569624497945 1.2714773415646217 0.90222920573433929 0.34338062233291555 2.1690139548154788 0.60335609025787462 0.6584546861704571 0.40435262580285858 0.30136563425185237 0.54663520876783955 0.32538902130909342 0.6183449071832009 0.090017183916643262 1.3968129290733489 0.23867314495146275 0.66045349580235768 0.2059015149134219 1.4070883078966403 0.18503820500337376 0.2452768207294963 0.28382119513116855 0.46700914204120625 0.37967412252328347 0.70902174781076599 3.8706302965001758 2.0493907978524257 0.43038152653025452 2.3357197489240207
leaf_count=305 168 156 280 523 575 23 228 54 15 168 25 223 37 37 4 162 10 61 39 52 22 25 16 8 61 34 348 61 31 159
internal_value=0 -0.000195428 -0.000130135 -4.61889e-05 1.41534e-05 -0.00164654 0.00013898 0.000331327 0.000432346 0.000202639 0.000296654 0.000379635 0.0005067 0.00059732 -0.00244867 -0.000960781 -0.00250987 -0.000101701 0.000727448 0.000855174 0.000930918 0.000699008 0.00078336 0.00034681 0.000577984 0.000793858 0.00111404 0.00131132 0.0018885 0.00237212
internal_weight=0 24.7974 24.2759 23.4849 23.0989 1.61486 21.4841 18.2859 17.6825 15.5135 15.1092 14.8078 14.1711 13.8458 0.636652 3.19817 1.1409 2.05727 13.2274 12.569 12.3631 10.956 10.7709 7.721 7.25399 6.87432 6.1653 5.92002 3.04992 2.61954
internal_count=3910 3742 3586 3281 3001 546 2455 1647 1593 1365 1197 1172 945 908 227 808 585 223 871 856 817 765 743 537 529 468 434 409 206 175
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=1 146 0 42 156 160 14 42 47 51 474 124 13 481 50 1373 39 34 49 3 42 1375 133 4 43 3 12 52 16 43
split_gain=0.376077 0.379177 0.379644 0.349144 0.421044 0.410224 0.343015 0.355779 0.339301 0.340019 0.336017 0.298982 0.299922 0.301325 0.292154 0.287515 0.277012 0.277004 0.303702 0.485772 0.371547 0.438639 0.42402 0.334956 0.328526 0.523872 0.38174 0.29689 0.354319 0.873112
threshold=0.11561500000000001 0.11615000000000002 -0.017269999999999997 -1.0000000180025095e-35 0.013700000000000002 -0.098319999999999991 0.088250000000000009 0.11315500000000002 0.13283000000000003 -0.42891999999999991 -1.0000000180025095e-35 -0.027784999999999997 -0.54268499999999997 -0.0079799999999999992 0.13848000000000002 0.099250000000000019 0.084835000000000008 -0.0011599999999999998 -0.091004999999999989 -0.11266 0.084100000000000022 -0.43271999999999994 0.087170000000000011 -0.51381999999999983 -0.07526999999999999 -0.078669999999999976 0.085250000000000006 -0.088354999999999989 -0.035699999999999989 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 -5 7 10 9 -2 -7 16 -13 -14 -11 17 -12 -15 19 -19 21 -20 24 -23 25 26 -22 -25 29 -29
right_child=1 -3 -4 5 -6 6 -8 -9 -10 14 11 12 13 15 -16 -17 -18 18 20 -21 22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0023207497339735685 -0.0035470988652283892 -0.0032901564894601341 0.0033365822258726347 -0.0021704463869868088 0.0013047520218705416 -0.0038362620114313424 -0.0036194523412021663 -0.003168478800096344 -0.0012492794735912516 0.0016588092250109242 2.4691996749188461e-05 -0.0034797214604564038 -0.0035393845725309276 -0.0018412310736486484 -0.0029366041932731512 -0.0036453393118452476 0.00344591580355543 0.002253905086407213 -0.0016422214535517618 -0.0023823986696118868 0.0024442236783255829 -0.0036464040492268403 -0.0035432881569784176 -0.00028971487351471721 -0.0019973924405793549 0.0034980453636860994 -0.0018230212636103072 0.0018213441831440528 0.0028705446268426893 -0.002824788548463414
leaf_weight=1.9333315396797908 0.18185293162241611 0.27332984143868078 0.69890757789835234 1.1616795746376833 0.49286150326952327 0.25488140620291488 0.31688220810610879 0.40706135481013994 0.98406649567186821 2.8297555627068509 0.5254346756264574 0.28545857267454522 0.26620098028797379 0.70299206755589061 0.18043561850208778 0.23120113689219657 0.648051259922795 0.38130139105487604 0.68633235862944264 1.0137036108062591 0.37694418214960002 0.16443665255792428 0.45558533881558094 1.0617774807324165 0.65173310664249773 0.62423566996585456 0.80798463401151821 3.0441740200039931 2.1013607903150686 0.59241605491843063
leaf_count=907 31 8 111 383 81 109 34 222 45 342 28 8 180 48 14 20 89 13 17 83 29 10 220 141 312 22 126 160 104 13
internal_value=0 0.000723027 0.000948036 -0.000342771 -0.00158426 -0.000163071 -1.35902e-05 6.11735e-05 0.000548293 0.00110246 0.000149547 0.000219029 7.1118e-05 0.000148127 0.00138335 0.000224244 0.00191404 0.000294884 0.000420421 -0.00111514 0.000623139 0.00102853 -0.00044028 0.00129174 0.000134179 0.000902056 -0.000465545 0.00141116 0.00172589 0.00106447
internal_weight=0 5.14835 4.87502 19.188 2.42619 16.7618 15.6001 15.2833 4.17611 3.19204 14.8762 14.6213 13.4478 13.1624 3.01019 12.8962 1.17349 12.665 11.962 1.39501 10.567 7.6505 2.91648 6.96416 2.4609 1.80916 1.18493 6.79973 5.73795 3.63659
internal_count=3910 551 543 3359 988 2371 1988 1954 432 387 1732 1623 1506 1498 356 1318 117 1298 1250 96 1154 445 709 428 489 177 155 418 277 173
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=15 421 50 1425 14 15 3 483 401 159 133 156 1372 13 13 133 457 39 42 123 456 1373 0 1 159 3 43 0 9 160
split_gain=0.345198 0.370291 0.457989 0.445384 0.338749 0.355875 0.635357 0.454382 0.368711 0.375703 0.332372 0.313731 0.317141 0.307716 0.296205 0.270285 0.274153 0.302623 0.430893 0.328269 0.389315 0.328907 0.389124 0.645222 0.364602 0.346923 0.444491 0.439417 0.401592 0.355132
threshold=-0.26361999999999991 1.0000000180025095e-35 0.11843500000000001 0.10869000000000002 0.077685000000000018 -0.19153499999999998 0.30601500000000009 0.080590000000000009 0.087020000000000014 0.10701500000000001 0.13493500000000003 0.10691500000000002 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.26719999999999994 0.53894500000000012 0.16168500000000002 -0.10770999999999999 0.086870000000000017 0.08728000000000001 0.099250000000000019 -0.10575999999999998 1.0000000180025095e-35 0.088320000000000023 -0.115685 -0.074254999999999988 -0.089879999999999974 -0.016839999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 9 10 11 12 -7 -14 -15 -16 17 18 -17 20 21 22 23 24 -20 -24 27 -27 -28 -29
right_child=4 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 -19 19 -21 -22 -23 25 -25 -26 26 28 29 -30 -31
leaf_value=0.0034041705875667502 -0.0029024810863577536 -0.0047249510382310301 -0.0026710135307787247 -0.0048012303390207282 -0.0032950813626335942 -0.0042996524037294103 0.0041818498324458792 -0.0034398763585819368 -0.0035605312397868415 -0.0031223173354981287 -0.0037018931029391198 -0.0041985450426343029 -0.0043728042536388279 0.003207787609219684 -0.00294308339128724 -0.0024918966197648058 -0.0039693184824498321 0.0044271004023277716 -0.0042680404582930561 0.004029431736699788 -0.0035027248309344393 -0.0042700320218409327 0.0013829716904642669 0.0021039850077074398 0.001698567640365992 -0.0037043288674564927 0.0047457978516433855 -0.0026178895663051156 -0.0023333672726317646 0.0017340285205018266
leaf_weight=1.5310774993849947 0.79509008809691906 0.15267957700416435 0.30843214876949776 0.12134712934494007 0.61806935071945091 0.2539913487271751 0.57475972722750057 0.71588579282979381 0.50697704798949317 0.6305443101155096 0.37899077037582074 0.27107061742572014 0.23196314647796512 0.6184966475703132 0.42520348634572869 0.84139748653981072 0.24142141127958971 0.31974593270570117 0.46657493457316768 0.44518999254796732 0.41442490997724313 0.23568160145077932 2.3092833939590705 4.4699643888743594 0.27766989357769489 0.3668175587372392 0.14533964986914893 0.37160749331815246 2.1669453716893035 2.2390489754907557
leaf_count=274 107 2 25 1 121 43 81 336 254 171 355 138 5 11 175 141 14 22 38 59 83 19 112 186 16 87 3 165 646 220
internal_value=0 0.00145926 0.00194079 0.0028016 -0.000287477 -0.000197736 -8.9773e-05 -0.000216692 -9.28256e-05 4.18947e-06 0.0001169 0.000201478 0.000272301 0.000342311 0.000409186 0.000299191 0.000389232 0.000459057 0.000373039 0.000546353 0.000431179 0.000556117 0.000644887 0.00151222 -0.00204196 4.97538e-05 -0.000532272 0.000520889 -0.0018884 0.00111457
internal_weight=0 2.11354 1.96086 1.65242 21.3322 20.7141 19.919 19.3442 18.6284 18.1214 17.4908 17.1118 16.8408 16.5868 16.3548 15.7363 15.3111 15.0697 14.7499 13.9085 13.4634 13.0489 12.8133 5.21421 0.744245 7.59904 5.28976 2.97747 2.31229 2.61066
internal_count=3910 302 300 275 3608 3487 3380 3299 2963 2709 2538 2183 2045 2002 1997 1986 1811 1797 1775 1634 1575 1492 1473 240 54 1233 1121 472 649 385
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=4 12 151 3 14 132 49 133 133 0 16 1429 151 0 52 13 0 48 3 42 12 133 0 52 15 40 12 48 32 16
split_gain=2.09528 1.36936 1.16104 0.93536 0.859172 0.979816 0.841649 0.836775 0.897756 0.918224 0.815136 0.825881 0.795998 0.793948 0.765955 0.703019 1.05907 0.699672 0.686365 0.662271 0.622651 0.61815 0.795357 0.597897 0.590471 0.617946 0.519604 0.637436 0.526992 0.517123
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 0.088250000000000009 0.080815000000000012 -0.080034999999999981 0.084285000000000013 0.083815000000000014 -0.070894999999999986 -0.17157499999999998 0.084965000000000013 -0.086769999999999986 -0.053834999999999994 0.042815000000000006 -0.089899999999999994 -0.17106499999999999 0.091395000000000018 -0.115685 0.085465000000000013 0.085185000000000025 0.085625000000000021 0.15480500000000005 -1.0000000180025095e-35 0.079360000000000014 -1.0000000180025095e-35 -0.071274999999999991 -0.064549999999999982 0.075380000000000016 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 14 8 9 10 29 -12 17 19 20 16 -14 -1 23 -11 -3 24 -23 -15 25 -17 -4 -28 -29 -8
right_child=2 3 26 -5 -6 -7 7 -9 -10 13 11 -13 15 18 -16 21 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013474886317823812 -0.0014494598458311191 -0.0014109842680151356 0.0014734110843959462 0.00041073359545161676 -0.001657567413062665 0.001212439623482381 -0.00099126942699972543 -0.0015377167422586122 0.0021691082670794938 -0.0015684352953958659 -0.0015362115051401602 0.0012275255135442166 -0.0017043100450689205 -0.00087690641021043268 -0.0016175410386118274 -0.0010556213331022869 0.00098394487621567862 -0.00053961205621501991 -0.001551366122478266 0.00096207545017873441 0.00067071801765551014 0.0013658436020202638 -0.00087806771583780413 0.00097580264830274786 -0.0016226725614115743 -0.00014986219028335313 0.0016030123974681999 0.00045577008241389557 -0.0010643466737889739 0.00080086311762508596
leaf_weight=1.624589016893885 0.65894715860485931 0.40710804145783885 1.642027003224938 2.0522614740766576 0.74104837537743051 1.5932281424757082 0.78605575230903924 3.3151421847287557 0.26509586558677334 0.29471484897658218 4.8982050829799846 0.27524535707198072 0.42068226262927089 0.94845343299675711 0.57107470394112159 2.3265579789876947 2.2022756296210035 0.66835397272370745 1.3113522855564919 1.6165914412122218 2.3187496566679329 1.0605375035665936 0.59393072687089432 0.75322793237864971 0.95627257367596108 8.2633620779961259 1.0521582351066161 4.851974667981267 0.61989847011864174 0.76645911834202685
leaf_count=59 20 32 183 30 27 63 38 945 7 55 1188 19 7 87 43 93 103 27 89 65 76 56 11 12 45 245 58 202 9 16
internal_value=0 -0.000301 0.000532859 -0.000583727 -1.64916e-05 4.52096e-05 -0.000693882 -0.000847832 -0.000655891 -0.000720172 -0.0010931 -0.00138917 -5.74404e-05 -0.0002108 1.73092e-05 -0.000181317 0.00055279 0.000797431 -0.000707291 0.000571882 0.000359815 -0.000327183 0.000560311 -5.6828e-05 -0.000454353 -0.000348853 0.000692819 0.000496353 0.000283559 -0.000106514
internal_weight=0 41.0306 8.82501 20.5797 20.4508 19.7098 18.5275 15.2305 11.9154 11.6503 6.72597 5.17345 18.1166 4.92434 3.29693 15.8236 2.62296 2.29294 3.01303 1.91131 2.72586 13.2007 1.65447 1.70168 11.5462 10.5899 8.16606 6.52403 5.47187 1.55251
internal_count=3910 3438 472 2702 736 709 2672 2521 1576 1569 1261 1207 646 308 151 560 110 86 188 120 108 450 67 99 383 338 452 269 211 54
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 50 52 158 3 3 151 123 47 146 42 0 43 15 48 50 15 15 11 47 52 3 49 48 148 128 474 4 1 159
split_gain=1.66421 0.977121 0.850884 0.847554 0.937345 0.93564 0.800877 0.722664 0.686512 0.741053 0.678901 0.853059 0.702476 0.907407 0.963417 0.660416 0.651855 0.629791 0.69906 0.542723 0.547666 0.787846 0.655319 0.536592 0.605656 0.613041 0.495808 0.49253 0.482929 0.530431
threshold=0.10113500000000002 0.086465000000000014 -0.27466499999999994 0.084965000000000027 -0.115685 -0.048154999999999996 -0.51118499999999989 0.11662000000000002 0.086785000000000015 0.11615000000000002 1.0000000180025095e-35 -0.11524 -0.078454999999999983 0.041585000000000004 0.086870000000000017 0.12454000000000001 -0.089964999999999976 -0.016339999999999997 0.077330000000000024 0.09252500000000001 -0.094124999999999986 -0.0045049999999999995 -0.085974999999999982 0.12862000000000004 -0.080629999999999993 0.086435000000000012 0.084880000000000011 -0.084009999999999987 0.14000500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 10 -4 -3 9 15 -6 -12 13 14 -13 23 -16 -1 -19 20 21 -7 -22 24 -8 -26 -24 -15 29 -10
right_child=2 7 6 -5 5 19 8 -9 28 -11 11 12 -14 27 16 -17 -18 18 -20 -21 22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014999712677289385 -0.00091686037946183698 -0.0018253954739760178 -0.0016838019119813155 -0.0013944494163416591 -0.0018267115387524575 0.0012082050800569079 -0.00046146557950342012 0.0019378917681005642 -0.0018397165391997674 -0.0016417196577360566 0.0015811802710306189 -0.0018334101382776315 -0.0018071460624405468 0.0021695664754472449 -0.001812886816602058 -0.0014395631123021693 0.0014740308006274093 0.00048830018522757102 -0.0015520909218088156 -0.0014232498159986509 -0.0014925544957682731 -0.0017986346883792964 0.00027773522128860331 -0.00019163342438443745 0.0014061259269130704 -0.00073550182293097744 0.0017852041537829591 -0.00029764396123804668 0.0012605155978868139 7.6306526452671615e-06
leaf_weight=1.4826364398468284 1.5670852491166467 2.004908088361844 0.53808628674596448 1.9642408402869467 1.7536392466863713 0.3937437180429697 0.69889220828189902 0.17917419597506512 0.58193523145746429 0.38407221622765142 0.54814188648016049 1.4941885480657311 1.4966466573532504 0.57753479713574052 0.27704698324669152 0.37469846173189658 0.65255060512572516 2.9021086102584444 0.66531630652025331 0.80738568992819715 0.61374628730118086 0.97989079286344238 6.6157667371444351 1.0992012503556896 7.4447380732744932 0.45728849852457631 0.78691029036417592 0.47556751011870779 0.81603275262750674 3.6018962368834755
leaf_count=49 138 578 20 280 607 22 25 3 52 8 11 238 518 10 58 27 21 72 57 29 28 70 183 35 525 20 22 67 25 112
internal_value=0 -0.000366036 0.000345679 -0.000263407 -0.000164767 -0.000361672 0.00046936 -0.00151667 0.000544307 0.000805898 -0.000853534 -0.00054446 -0.000778731 -0.000336043 -0.000940609 0.000899206 0.000494434 0.000516505 0.000107772 -1.07553e-05 0.000110695 -0.000936743 0.000290176 0.000989549 0.0011405 0.00128219 0.00043798 0.00105541 -2.89789e-06 -0.00024932
internal_weight=0 26.6711 17.5639 24.4871 22.5228 17.4728 15.9968 2.18408 15.4588 10.4589 7.27532 5.52168 4.97354 3.47689 2.42379 10.0748 0.929598 5.05006 3.56742 10.1974 9.39006 1.37363 8.01642 9.70012 8.60092 7.90203 7.40268 1.0531 4.99986 4.18383
internal_count=3910 2923 987 2342 2062 1884 849 581 829 640 1530 923 912 394 317 632 79 178 129 354 325 92 233 605 570 545 205 77 189 164
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=156 15 421 474 51 158 156 150 14 15 3 483 401 457 457 403 457 0 128 48 106 31 15 0 4 43 13 15 48 1
split_gain=0.353319 0.365052 0.355735 0.376695 0.468113 0.339282 0.303273 0.302892 0.301974 0.357865 0.482836 0.412927 0.335325 0.332956 0.540275 0.359745 0.27982 0.322742 0.486078 0.375691 0.383024 0.309812 0.316156 0.333584 0.314371 0.271883 0.341108 0.448434 0.263166 0.267418
threshold=-1.0000000180025095e-35 -0.26361999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 0.11024000000000002 0.084965000000000027 0.10477500000000002 0.091630000000000003 0.077685000000000018 -0.19153499999999998 0.30601500000000009 0.080590000000000009 0.087020000000000014 -0.0015249999999999997 -0.14941999999999997 -0.088854999999999976 0.53894500000000012 -0.10575999999999998 0.082695000000000005 0.086065000000000016 0.092305000000000012 -1.0000000180025095e-35 0.10043500000000001 -0.08824499999999999 0.26450500000000005 -0.049504999999999987 0.066010000000000013 -0.074174999999999977 0.12370000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -3 11 12 13 14 -11 -15 17 28 19 20 21 -19 23 24 -23 -21 27 -27 29 -17
right_child=1 5 -4 4 -6 7 -8 -9 -10 10 -12 -13 -14 15 -16 16 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035130532670558192 -0.0039581892348822065 -0.0022627540120657777 -0.0038819344668943189 0.0031245273670316726 -0.0013537467048082075 -0.0024028150673107481 -0.0031250797639720169 0.002814744776243743 -0.0025838343836618186 0.0020222964290538725 0.0035371817893512002 -0.0029615344484228449 -0.0028382037509210646 -0.0024570803778734963 -0.0027898539726586673 -0.00030748859167007998 -0.00330940080702925 0.0037501136840564376 -0.0036319974828940907 0.0028435988085697738 -0.0041615326338264131 -0.0033653372971224373 -0.0035691691307734347 0.00041223486247131614 0.0028873687127882633 0.0026829005457824897 0.0036052367155395468 -0.0028312956366701699 -0.00097886397712967921 0.0019392148385947298
leaf_weight=0.36504955470445821 0.12980864429846439 0.77083038425190764 0.14587857574224461 1.380903137265707 0.35773407918168221 1.2594344255630847 0.38787474870332417 0.15175682434346516 0.53896996224648219 0.39973916963208467 0.50238011567853291 0.53102375802700308 0.44134703054441971 0.52035821223401058 0.98090052272893646 0.78063879325056795 0.23157342942431647 0.27156679495240243 0.3919372748932809 1.0798773731803524 0.26699440926313389 0.53686434149860485 0.29706483997870226 5.2575177449324517 0.11970341415144503 0.28096223901957273 0.28778133506421 0.49723245220957302 0.56457347841933359 3.7084437165758573
leaf_count=197 3 102 2 267 21 324 169 16 89 28 76 264 244 407 161 46 14 30 146 104 2 143 137 649 9 37 9 31 19 164
internal_value=0 -5.3585e-05 0.00136537 0.00177505 0.0022031 -0.00018932 -7.06273e-05 -0.00184173 -9.10854e-06 6.50235e-05 0.000164994 6.78882e-05 0.000162992 0.000243397 -0.00139658 0.000393414 0.000495199 0.000556634 0.00017055 0.000338089 -6.61871e-05 0.000102482 -5.70014e-05 0.000119415 -0.00222536 0.00160973 0.000359766 -0.00084043 0.00126617 0.00154852
internal_weight=0 23.0717 2.01432 1.86845 1.73864 21.0573 19.6462 1.41119 19.2583 18.7193 17.9485 17.4461 16.9151 16.4737 1.38064 15.0931 14.5727 14.3412 9.2875 8.89556 6.74971 6.48272 6.21115 5.91409 0.656568 2.14585 1.06598 0.778195 5.05366 4.48908
internal_count=3910 3713 293 291 288 3420 3080 340 2911 2822 2720 2644 2380 2136 189 1947 1540 1526 1297 1151 970 968 938 801 152 181 77 68 229 210
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=39 3 133 51 1 151 16 133 39 124 122 45 14 457 151 158 156 1213 475 49 133 3 15 1429 16 52 49 147 9 52
split_gain=0.322992 0.473983 0.381513 0.360895 0.362823 0.327161 0.413158 0.322261 0.420633 0.31751 0.321296 0.316635 0.435456 0.32206 0.355873 0.289178 0.286659 0.278167 0.388017 0.29507 0.37296 0.363288 0.325173 0.313685 0.272107 0.268316 0.536323 0.404643 0.303186 0.308644
threshold=0.005105000000000001 0.31335500000000011 0.10681500000000001 -0.40274499999999996 0.11353000000000001 -0.52174999999999983 -0.54165499999999989 0.085835000000000009 0.083240000000000022 -0.52484999999999993 0.10299000000000001 -0.080134999999999984 0.077685000000000018 -0.0015249999999999997 0.079335000000000017 0.11015500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.10837499999999999 -0.10260499999999999 0.16699000000000003 0.10363000000000001 -1.0000000180025095e-35 0.11346000000000002 -0.081429999999999989 0.0021350000000000002 1.0000000180025095e-35 0.084755000000000011 0.41469000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 -7 8 -5 -6 -11 -8 13 14 -13 16 -15 18 -18 -19 -21 22 23 -22 -9 26 -25 28 29 -27
right_child=3 -3 -4 4 9 6 11 24 -10 10 -12 12 -14 15 -16 -17 17 19 -20 20 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0027839359750299669 -0.0028016160355036897 0.0023313489181839369 -0.0024523197693667978 0.0027830903888201694 -0.0028116233455946511 0.0019570415927535711 0.0028125055686781474 0.0024290663554919303 -0.0010606464176979697 0.0028014400195227607 -0.0019642626302644618 -0.0023144555047661542 -0.0028945961174606178 -0.0027362483317232354 0.0010600044459117641 -0.0027510755313247823 0.0028004839805142205 -0.0011877377318351306 -0.0027482790678700678 -0.0018187155033261905 -0.0020516987277864667 0.0026363674479807147 -0.0027747048180229291 0.0016841314049105382 -0.0013063291134603693 0.00026399806618866343 -0.0020793340782984371 0.0026181050098146902 -0.001940057698775135 -0.0027705510786887148
leaf_weight=0.36341272119899315 0.21554243855644006 0.51883870951132749 0.59111212749848974 0.24734088429249812 0.095063193701207527 0.64514467786649632 0.2440725022461433 0.64177935855695967 1.4102648602856787 1.09849853470223 0.11556118307635177 0.99313067176263981 0.4669374370423619 0.2892215338652101 0.30101048242067918 0.30087986841681491 0.11337621137499809 1.224748547218051 0.52210588565504679 0.63229029832291672 0.40390561742242148 0.48196782218292433 0.26082693753414865 2.0965807797620166 0.18589089321903884 6.4886112843813972 0.32299640431301657 0.45996557868784282 0.55628552194684733 0.25757027359213669
leaf_count=61 20 123 502 13 4 75 14 81 122 207 4 242 77 164 24 127 4 84 449 253 128 24 121 164 8 557 109 36 55 58
internal_value=0 -0.000230537 -0.000304315 0.000620434 0.000814825 -0.000231448 -0.00017708 0.000204673 -0.0004871 0.00197316 0.00234781 -0.000260948 -0.000307333 -0.000230411 -0.00152957 -0.000113746 -5.75096e-05 -1.45466e-06 -0.00175833 8.32171e-05 0.000213357 0.000326773 0.000224148 0.000298036 0.00159011 0.000391247 0.00118174 0.000144849 -1.09356e-05 0.000148139
internal_weight=0 18.535 18.0162 4.00994 3.7944 17.425 17.0616 2.48528 1.65761 1.30912 1.21406 16.4165 16.1724 15.7055 1.29414 14.4113 14.1105 13.8212 0.635482 13.1857 11.961 11.3287 10.8467 10.5859 0.82767 10.182 2.41958 7.76243 7.30247 6.74618
internal_count=3910 3451 3328 459 439 2826 2765 224 135 215 211 2690 2676 2599 266 2333 2206 2042 453 1589 1505 1252 1228 1107 89 979 273 706 670 615
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=1 50 123 158 3 47 15 133 3 12 43 15 2 15 1 1374 4 4 52 12 38 151 1444 3 39 47 50 4 2 2
split_gain=0.309852 0.395702 0.3298 0.323827 0.328634 0.359279 0.343836 0.32758 0.368581 0.424775 0.350311 0.413802 0.333732 0.327234 0.351381 0.313983 0.320185 0.465132 0.381531 0.308904 0.453855 0.317935 0.274857 0.249454 0.225285 0.337093 0.400486 0.325847 0.318426 0.338162
threshold=0.10113500000000002 0.086465000000000014 0.11662000000000002 0.084965000000000027 -0.115685 0.09252500000000001 -0.016339999999999997 0.10681500000000001 0.10223 0.094045000000000004 -0.18906999999999999 0.084050000000000014 0.099015000000000006 0.083935000000000023 1.0000000180025095e-35 -0.094679999999999986 0.0057500000000000008 -0.0017649999999999999 -0.092854999999999979 -0.071274999999999991 0.10657000000000001 -0.40391999999999995 -0.10662999999999999 0.31335500000000011 0.15608500000000003 0.13177500000000003 0.11515000000000002 -0.17479499999999998 0.114165 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 8 9 10 -6 12 13 14 -12 -16 17 18 -17 20 -2 -21 -5 24 25 26 27 -23 29 -29
right_child=19 2 -4 22 5 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0030762398837584372 0.0032218920751452725 -0.0036203753309857504 0.00369249347560741 0.0038669788377852176 0.0029349416535394716 -0.0031268111619079876 0.00019328296243854121 -0.0036946732355812193 0.0017330707541423286 -0.0036519977480862298 -0.0024793840479272458 -0.003637139118083266 0.0019217283287261734 0.0041470584119398992 -0.0029021334020659091 -0.0024450832396554316 0.0025993339085844205 -0.0035372120088748233 0.0016060332418788945 -0.0034678427124291882 -0.0011844530378271889 -0.003165013096560703 -0.0030388037765682308 0.0035935228876185768 0.0030565774467333326 -0.0022061357366418791 -0.0036244873668277375 0.00066924068266450976 0.0024556240248180716 -0.002466783235851215
leaf_weight=0.71520837474963661 1.011276848206762 0.73118795519985802 0.087345905601978302 0.080463656835490838 0.42322682024677849 0.59601794696936927 1.9516485851781897 0.33741431176895265 1.1606573759927412 0.48306139139458526 1.0797838088765273 0.46427385884453531 0.83888507628580544 0.18129642098210741 0.43900220375508103 0.39394013996934596 0.61244143801741291 0.44705583393806581 1.1609077808097934 0.29891062388196576 0.41798544104676683 0.28562677316949603 0.77768971938348919 0.27581406530225638 0.3194783522048964 0.77301412049564522 0.31079504295485083 3.4302734145894642 1.0758222480071706 0.49822165304794896
leaf_count=49 280 578 3 2 23 136 129 298 50 241 367 456 99 13 14 38 26 52 71 23 29 86 278 65 34 45 57 229 126 13
internal_value=0 -0.00044626 -0.00284002 -0.000284901 -0.000124721 -0.000462386 0.000966446 -0.000264424 -0.000113808 -0.000442384 -0.000185723 -0.000420833 -0.000131069 -0.000530209 -0.000735373 -0.000118622 0.000348787 -0.000339722 0.000579632 0.000421612 0.00193326 0.000124342 -0.00239129 0.000278415 0.000141806 -4.29427e-06 0.000299604 0.000530152 0.000741058 0.000271522
internal_weight=0 12.9615 0.818534 12.143 11.2848 8.61796 2.66686 8.02195 7.68453 6.52387 6.04081 5.61759 5.15331 4.31443 4.13313 3.05335 2.61435 2.0019 1.55485 8.69722 1.42926 7.26796 0.858153 6.96905 6.69323 6.37375 5.60074 5.28994 5.00432 3.9285
internal_count=3910 2923 581 2342 2062 1884 178 1748 1450 1400 1159 1136 680 581 568 201 187 161 109 987 309 678 280 655 590 556 511 454 368 242
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 49 133 133 0 16 16 16 1 4 0 49 42 1429 0 3 50 52 16 2 474 4 1375 150 47 16
split_gain=1.31442 0.933358 0.775535 0.644744 0.618286 0.630637 0.691166 0.960581 0.645567 0.578053 0.574175 0.576984 0.570941 0.671361 0.553649 0.667695 0.859272 0.514497 0.474833 0.633398 0.445471 0.434288 0.390861 0.556392 0.534525 0.750741 0.480198 0.904729 0.373313 0.528787
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.013944999999999997 0.10666500000000002 -0.080034999999999981 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.10994000000000002 -0.17157499999999998 -0.30307999999999996 0.087545000000000026 -0.065999999999999989 0.076335000000000014 -0.084114999999999981 0.098285000000000011 0.084965000000000013 -0.053834999999999994 -0.115685 0.13146500000000003 -1.0000000180025095e-35 -0.094359999999999986 0.097940000000000013 0.084655000000000022 0.0057500000000000008 -0.093609999999999985 0.082590000000000011 0.096475000000000019 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 5 14 7 8 10 22 11 -7 13 -1 15 16 -3 -12 -10 21 28 -20 26 24 25 -24 -5 -28 -4 -30
right_child=2 4 20 9 -6 6 -8 -9 18 -11 17 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00065701551147317485 -0.001524084883130908 -0.0016530801834954154 0.0011858991067925976 -0.0018683985497506019 0.0004527910442708426 -0.0017223871567099238 -0.0016597883678446254 0.0016456187563916448 0.00058483372656300322 -0.00098587656636924545 -0.0016628220525369806 0.00059740948612260866 0.0012296390757627258 -0.0011884870846808828 0.0018084958426972432 0.0012292953029931014 0.0011963089434123351 0.0012793696418774414 -0.00083963513204245177 -0.0016884286834494091 -0.0013339155942908136 0.0011803914514234124 -0.0012530867728233147 0.00085599809860878017 0.0010207845524265861 0.00056244466027013896 -0.00066063195381017555 0.0014529997048883833 0.0012536774501469984 -0.0010185292020962115
leaf_weight=1.6650391689036044 0.43758353823795904 1.0937438558321448 3.8348811031319192 0.5623749224469069 1.5997447511181224 0.47175298235379159 2.2878229825291791 0.5054554244270556 1.3464221168542283 2.0588581721531218 3.3426954759634109 0.87490975856780318 2.0797642988618463 0.85172724642325448 0.44683277932927001 0.61110516148619098 0.41822460805997264 0.17899927974212904 0.63449424796272103 0.9961550083244245 0.26125996140763152 0.58452292997390021 1.6446082156617183 2.6029406968737021 0.82277997955679882 1.0777609141077844 2.532916653901339 0.75043162377551187 0.57435578992590308 0.59720792574807979
leaf_count=38 20 103 353 12 31 50 947 17 120 135 1188 21 114 49 6 20 22 19 87 89 13 12 93 131 27 38 96 19 17 23
internal_value=0 -0.000242091 0.000638732 3.53721e-05 -0.000542199 -0.000657599 -0.000830595 -0.000618288 -0.000754031 -0.000170098 -0.00115422 -0.000215245 0.000574139 3.24582e-05 9.79037e-05 -0.000262116 -0.000864913 -0.00151328 -0.000207009 -0.000688305 0.000818396 0.000128975 -2.03644e-06 0.000262413 -0.000173413 -0.000534335 -0.000424807 -0.000177547 0.000930713 9.54137e-05
internal_weight=0 32.0421 5.70529 16.6492 15.3929 13.7931 11.2232 8.93541 8.42995 12.0527 4.86836 1.34666 4.59653 2.51677 2.56991 2.12307 1.51197 3.52169 3.56159 2.21517 5.2677 1.21902 9.99381 6.14809 3.54515 2.72237 3.84572 3.28335 5.00644 1.17156
internal_count=3910 3484 426 752 2732 2701 2550 1603 1586 551 1278 71 201 87 151 145 125 1207 308 188 406 99 416 289 158 131 127 115 393 40
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=15 480 30 158 1267 50 1348 1456 11 3 47 403 457 454 133 156 1213 151 13 2 151 33 38 2 2 49 160 130 151 457
split_gain=0.291144 0.302863 0.291014 0.28873 0.282206 0.333449 0.261143 0.360464 0.310045 0.273956 0.492805 0.311261 0.326054 0.319924 0.317104 0.325141 0.31021 0.280066 0.262039 0.4815 0.2708 0.257035 0.271569 0.267336 0.338154 0.302708 0.287606 0.292129 0.294625 0.356039
threshold=-0.26361999999999991 0.08456000000000001 0.085915000000000019 0.084965000000000027 -1.0000000180025095e-35 0.11843500000000001 0.090050000000000005 -1.0000000180025095e-35 0.088315000000000018 -0.10628499999999998 0.085165000000000018 -0.082404999999999992 -0.0034949999999999994 0.085470000000000004 -0.26719999999999994 0.094860000000000014 -1.0000000180025095e-35 0.056555000000000001 0.095355000000000009 0.11085000000000002 -0.084019999999999984 -1.0000000180025095e-35 0.11976000000000002 0.097940000000000013 0.097135000000000013 -0.2387 -0.217635 -0.088449999999999987 -0.083559999999999982 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -6 7 -2 9 10 18 -11 13 -13 -14 16 -16 21 20 -20 -9 -18 23 24 26 -25 -23 -28 29 -29
right_child=1 -3 -4 -5 5 -7 -8 8 -10 11 -12 12 14 -15 15 -17 17 -19 19 -21 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.003704251975141543 -0.0033304286651024942 -0.0034831049145668397 0.0034915013922560724 -0.0018831587301820559 0.0022722666093280856 -0.0020120324518816055 0.002814497941215066 -0.0016514563583648169 -0.0024751014787707634 -0.003081594084630965 0.0033462706234427646 -0.0025972828915738189 -0.0035088923266671868 0.0027060746615087091 -0.0034737216858749718 -0.0028306860509192074 -0.0025634553876540908 -0.0015753492604744449 -0.0026535955660573034 0.0019559829090982448 0.0018151167559002541 -0.0035283131915101423 -0.002897028277223811 -0.0022741139721208651 -0.0032212736193769982 0.0018728857039655015 -0.0037274152730702526 0.00090791500578031147 0.0012103577672435671 -0.0036131708763967726
leaf_weight=0.12849098164588202 0.41897247811723204 0.33395251086039834 0.25758341833716158 1.1583432522165811 1.4172105619218225 0.25674088578671206 0.36024852629634452 0.34061365574598346 0.62390922862687048 0.44181733192819628 0.75063278834568326 0.99812710494735479 0.29053884680616704 0.15758914465550333 0.2575734483252895 0.4198194611672087 0.30834454041906845 0.8134293243056171 0.77466279143118277 0.41713982331566513 1.2937528656330166 0.20334776872187532 0.2512000495335095 0.22732718987390432 0.30824252290767606 2.8633483460289426 0.17480947152944981 0.48684920699452661 4.066333136404749 0.3644187732716091
leaf_count=2 218 257 49 329 275 25 48 13 99 485 29 200 177 16 329 125 33 65 98 18 106 88 15 19 20 261 34 84 345 48
internal_value=0 -0.00021752 -0.00016021 -0.000210319 0.00123596 0.00161517 -0.000100303 -0.000161166 -8.22868e-05 9.81105e-06 0.000854926 -0.000229466 -0.000126103 -0.00187414 5.69619e-05 0.00015338 0.000274711 0.000370612 0.000193223 -0.00104021 0.00109266 0.000541659 0.000648685 0.000751125 0.000300684 0.00156786 0.000505681 0.000666765 0.000822968 -0.00102751
internal_weight=0 19.3629 19.029 18.7714 1.80244 1.67395 17.613 17.2528 16.8338 16.2099 3.5768 12.6331 12.1913 1.15572 11.0356 10.745 10.3252 10.0677 2.82617 1.1918 1.63437 9.25422 8.94588 8.69468 5.604 3.09068 5.29576 5.09241 4.9176 0.851268
internal_count=3910 3608 3351 3302 302 300 2973 2925 2707 2608 264 2344 1859 216 1643 1466 1341 1012 235 116 119 947 914 899 619 280 599 511 477 132
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=1 12 50 40 42 42 43 484 160 3 48 123 160 16 9 151 4 483 52 12 4 33 0 47 43 49 16 12 52 3
split_gain=1.75045 1.16304 1.05279 0.994574 0.928391 1.09177 1.17413 0.742781 0.71163 0.710386 0.701127 0.666826 0.654586 0.75239 0.767091 0.624307 0.690062 0.782087 0.650926 0.596918 0.591371 0.544496 0.532085 0.496769 0.581921 0.513059 0.474645 0.601513 0.624209 0.522213
threshold=0.099595000000000017 -0.071274999999999991 0.086465000000000014 0.34489500000000001 -1.0000000180025095e-35 0.085545000000000024 -0.15426499999999996 -0.0043499999999999988 -0.092169999999999988 0.16699000000000003 0.089125000000000024 0.11662000000000002 0.088095000000000021 0.26538000000000006 0.082325000000000023 -0.40391999999999995 0.51224500000000017 0.005595000000000001 -0.42985499999999993 1.0000000180025095e-35 0.0057500000000000008 1.0000000180025095e-35 0.13167000000000004 0.091930000000000012 -0.074254999999999988 0.094480000000000022 0.050115000000000007 0.11540500000000002 0.11262000000000001 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 19 7 -7 -6 -9 15 21 -4 13 14 -10 -3 17 18 -17 -1 -14 -8 -15 25 -25 26 27 28 -20 -28
right_child=1 9 11 -5 5 6 10 8 12 -11 -12 -13 20 22 -16 16 -18 -19 23 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00036881972800062327 0.0013005969298237191 -0.0016474410711564062 -0.0016260976727665202 -0.0016619772306742705 -0.0012652428085061492 0.00051305120438275729 -0.0015477374273649798 -0.0014574231514995098 0.00071013253436594584 0.0010991581915905226 -2.072409386559886e-06 0.0017216130687583977 -0.0011026501161360382 -0.001657971798583506 -0.0011275053405275478 -0.0015983994566003742 0.0016255009031202255 -0.0015634666009116411 0.0010101300716226632 -0.0015974597085974308 0.0004166141269914808 0.0016236711628096682 0.00059147148694680741 0.00039453071666192304 -0.00083540244135202693 0.001629122201566634 0.0004565915195076389 -0.00067882652438163381 -0.00048362425855869457 -0.0015323812618177326
leaf_weight=1.9507445332128619 3.3124552541412444 0.59886593837290902 2.2111282601254056 0.31190394051372994 0.9634411052102213 1.5077288832981199 3.5481152131687783 0.63926319777965446 8.5518558007897809 1.4613103189039964 1.1382101352792231 0.16054571792483319 1.4985948768444353 0.68669072305783518 0.61235449695959765 0.58614270994439444 0.63199683721177358 0.82744913082569915 3.3574127054307574 2.0297530279494822 1.1308915382251141 0.14162153331562866 0.43028204888105392 1.6359770065173505 2.3689978194888681 0.72430195449851442 0.61314698029309489 0.98465230036526907 0.890369806671515 0.72438989439979196
leaf_count=95 306 23 573 8 104 50 784 52 254 96 111 3 57 55 47 119 51 44 127 675 20 7 4 40 77 20 37 23 27 21
internal_value=0 0.000237255 -0.000389868 0.00104564 -0.000293432 -0.000159425 -0.000708752 8.03782e-05 0.000176056 4.70644e-05 -0.00109031 -0.00139948 0.000256937 0.000437547 0.000587341 -6.31958e-05 7.89911e-06 -7.25172e-05 3.12813e-05 -0.000995333 -0.000449244 -0.00142601 -0.000791438 0.00011582 -0.000332992 0.000362244 0.000222577 0.000438116 0.000697027 -0.000620606
internal_weight=0 19.0294 27.2012 3.62436 24.8295 20.849 6.33568 14.5134 13.5499 15.405 4.82795 2.37167 12.9107 10.2812 9.16421 13.9437 13.3448 12.7128 11.8854 3.9805 2.62949 3.68974 1.11697 11.2992 4.00497 7.29427 6.56997 5.23243 4.24778 1.33754
internal_count=3910 1019 2891 314 2315 1545 952 593 489 705 902 576 437 360 301 609 586 535 491 770 77 791 59 372 117 255 235 177 154 58
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 52 39 47 484 3 3 50 48 4 128 474 1374 0 3 12 124 42 42 43 51 46 13 132 42 15 3 43 1 131
split_gain=1.2898 0.768015 0.842647 0.881079 0.722118 0.695834 0.790723 0.659939 0.697091 0.723634 0.68495 0.57431 0.509993 0.496001 0.614887 0.552733 0.552281 0.487591 0.484688 0.572261 0.497107 0.484099 0.473074 0.529994 0.403757 0.477558 0.521978 0.374317 0.70566 0.371252
threshold=0.094385000000000011 -0.27466499999999994 0.085220000000000004 0.09252500000000001 -0.0043499999999999988 -0.115685 -0.032959999999999996 0.11515000000000002 0.12862000000000004 -0.17479499999999998 0.086435000000000012 0.084655000000000022 -0.094679999999999986 -0.23029999999999998 -0.021064999999999997 0.090840000000000018 -0.083859999999999976 1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 -1.0000000180025095e-35 0.092020000000000005 0.14810000000000004 0.093105000000000007 0.086125000000000021 -0.094449999999999992 -0.082804999999999976 -0.07526999999999999 0.13702500000000004 0.10350000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 29 3 7 -1 -6 17 8 9 -3 24 12 -8 -14 -15 16 -16 -7 19 -19 -21 -4 23 -20 -11 -26 -27 -5 -29 -2
right_child=1 2 21 27 5 6 11 -9 -10 10 -12 -13 13 14 15 -17 -18 18 22 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0016925288800771602 -0.0014660483153461988 -0.0016919048640801086 0.0013858345455841426 0.00029914856044463385 0.00035065122393470373 -0.001855885589086061 -0.0021122635792335497 -0.0016046975526640924 -0.0010089694070931309 0.0012873052083767328 -0.0014031951505393424 0.0011587264465485591 0.0011734566234431856 0.0015437695095679546 0.00091228307705617682 0.00029128724374721761 -0.0013950385219511645 -0.0018540777653372081 -0.001846732627188936 -0.00184581827297978 0.0011501172815031868 -0.0010218735300923862 0.00038799224455804469 0.0011378155814191025 0.001771196205034265 0.0014083609953048828 -0.0012476536820328146 -0.0014296540135232856 0.0010850701708098234 0.0009679242881502272
leaf_weight=1.3404639384825738 1.1314496119739512 0.37802402907982546 3.3055649354355405 1.1200946526369082 4.194999628933151 1.6086769087123718 0.48355694953352202 0.47764122864464376 0.80947674671187986 5.2555679688230148 0.40656871790997673 1.0445653062779454 0.80764523544348676 0.50233046920038749 0.40453133150003839 1.5385538428090511 2.4561219105962606 0.39632868068292726 1.950416354811751 0.22257609025109548 1.1110434667207298 0.30542172864079464 0.52877732529304911 0.22186895017512132 0.48158106161281455 0.36353187495842565 0.77771818707697082 2.0560803100233893 0.45655984478071321 0.25757617037743319
leaf_count=484 160 16 305 48 183 762 11 63 23 296 28 39 28 17 19 29 139 55 780 60 77 9 20 12 27 16 71 104 18 11
internal_value=0 0.000291038 0.000403038 0.00017944 -0.000398269 -0.000298973 -0.000504228 0.000487913 0.000605885 0.00077647 0.000904556 -9.63054e-05 -0.000307999 -0.000155181 -0.000374106 -0.000593102 -0.00106876 -0.000993038 -0.000679781 7.64018e-05 0.000650107 0.00118219 -0.00116409 -0.0015419 0.00104096 0.000243177 -0.000401611 -0.000580557 -0.000972715 -0.0010147
internal_weight=0 17.5829 16.1938 12.5828 18.8125 17.472 13.277 8.95011 8.47247 7.66299 7.28497 7.23731 6.19274 5.70918 4.90154 4.39921 2.86065 6.03969 4.43101 1.72995 1.33362 3.61099 2.70106 2.17229 6.8784 1.62283 1.14125 3.63273 2.51264 1.38903
internal_count=3910 1195 1024 710 2715 2231 2048 540 477 454 438 282 243 232 204 187 158 1766 1004 192 137 314 812 792 410 114 87 170 122 171
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=1 50 12 40 42 484 51 133 3 52 0 0 1 376 151 48 4 15 123 52 1447 42 2 13 3 15 47 3 2 42
split_gain=2.30878 1.12948 1.10643 1.0777 0.927727 1.04158 0.900229 0.860858 0.852997 0.808541 0.953712 1.04187 0.740832 0.740418 0.726017 0.718997 0.891669 0.818961 0.702264 0.702022 0.761964 0.53554 0.656991 0.944671 0.550129 0.512472 0.499165 0.577844 0.647427 0.644063
threshold=0.10113500000000002 0.086465000000000014 -0.071274999999999991 0.34489500000000001 -1.0000000180025095e-35 -0.0043499999999999988 -0.10748999999999999 0.10681500000000001 0.16699000000000003 0.11401500000000002 -0.074249999999999997 -0.099864999999999995 1.0000000180025095e-35 0.091535000000000019 -0.40391999999999995 0.085790000000000019 0.0057500000000000008 0.083185000000000023 0.11662000000000002 -0.42985499999999993 -1.0000000180025095e-35 0.085330000000000003 0.08400500000000001 -0.084084999999999979 -0.079554999999999987 -0.035939999999999993 0.13206500000000002 0.12991000000000003 0.114165 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 12 -6 -7 9 14 10 11 15 13 -1 -4 17 -17 -8 -3 -16 -21 22 -13 24 -24 -11 27 28 29 -22
right_child=2 18 8 -5 5 6 7 -9 -10 25 -12 21 -14 -15 19 16 -18 -19 -20 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012183742917610358 0.00098099152626726681 -0.0012200057877115855 -0.0012594751649287511 -0.0012559724941661448 -0.0010576676347528432 -0.0012131589235685122 0.00064090207866125963 -0.0010408762196324898 0.00089225740532377241 0.00018152182559114517 0.00045601811756042438 -0.0011402637573455785 2.9880097083729285e-05 0.00070900844975420405 -0.0012055220746487435 -0.0011753309704078453 0.00023651523483581003 -0.00069607447779798984 0.0012830053018919739 -0.0010866320428292193 -0.00093443182536765085 -0.0011292318593403967 -0.0012076127080053801 0.0009171410347438094 0.0012757995639657185 -0.0012427962716784354 -0.00044617150659132963 -0.00062853497214169617 0.00089886672319218648 0.00027991024297207694
leaf_weight=3.0488738369895212 3.425409606890756 2.5394363499945025 0.65615229634568351 0.33820272982120503 1.7140210506040698 0.97592680761591566 4.1154240675969209 1.1586357672931615 1.5876096296124149 0.53336835419759143 6.5723413222003506 0.83701218804344568 1.2816371861845253 0.31422980222851027 0.63012425845954823 1.0885822831187399 1.5492389700375495 0.77872465411201108 0.1709940880537032 0.74741639383137126 0.68632877152413119 1.5958186732605097 0.72882165806367993 1.0160860768519338 0.15451791044324648 1.1174964633537445 1.7004980100318778 0.97256019711494524 2.2613213225267828 6.9004177006427128
leaf_count=698 301 578 22 8 303 117 97 159 96 26 149 56 69 6 113 37 29 34 3 38 11 283 109 27 3 140 41 22 127 208
internal_value=0 -0.000324535 0.000196256 0.000779975 -0.000254589 -0.000159708 -9.04468e-05 -3.88756e-05 6.01612e-05 1.89194e-05 9.06917e-05 -0.000111686 -0.000743547 -0.00103829 -3.06021e-05 0.000156998 -0.000346129 0.000428171 -0.0010621 2.74127e-05 8.59648e-05 -0.000578814 -0.000257825 0.000131036 -0.000773203 -0.000782622 0.00015596 0.000250587 0.000337406 0.000170056
internal_weight=0 31.2912 19.906 3.76361 28.5808 23.936 22.222 21.2461 16.1424 20.0874 18.4366 11.8642 4.64474 3.3631 14.5548 7.53197 2.63782 4.89415 2.71043 13.8987 13.2685 4.33226 2.73644 1.89943 0.88334 1.65086 12.5211 10.8206 9.84807 7.58675
internal_count=3910 2923 987 309 2342 1569 1266 1149 678 990 824 675 773 704 582 197 66 131 581 560 447 478 195 139 112 166 409 368 346 219
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=4 12 151 1 132 0 16 38 124 13 13 0 42 12 13 52 1 49 12 133 475 160 12 2 12 40 40 1 3 15
split_gain=2.11321 1.5818 1.14846 0.927636 0.926462 0.816294 0.824082 0.789542 1.01355 0.746507 1.02049 0.79978 0.746261 0.745254 0.736636 0.845862 0.715932 0.587994 0.584195 0.524725 0.518725 0.566048 0.494334 0.651328 0.513774 0.48578 0.464457 0.367577 0.361256 0.531612
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 0.080815000000000012 -0.070894999999999986 0.3935300000000001 1.0000000180025095e-35 -0.048219999999999992 -0.083514999999999992 -0.084184999999999996 -0.10783 0.09901500000000002 0.098180000000000003 -0.075169999999999987 -0.092854999999999979 0.083370000000000014 -0.091004999999999989 0.085380000000000011 0.093570000000000014 -0.067819999999999978 -0.030424999999999997 0.099370000000000014 0.086650000000000019 0.10673000000000001 -0.083709999999999993 -0.079179999999999987 0.077800000000000022 -0.097604999999999983 -0.087994999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 7 9 12 8 25 10 11 16 18 -13 -10 -16 19 -17 -7 -3 -19 -22 23 -20 -24 -1 -27 -23 29 -11
right_child=2 3 -4 -5 -6 6 -8 -9 14 28 -12 13 -14 -15 15 17 -18 20 22 -21 21 27 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015648563889932648 -0.0014346320631301926 -0.0015801401778381551 0.00074512412473013746 0.00081071988055849136 0.0010528240708351985 -0.0016304844169794247 -0.0012059396972618887 -0.0011400106521427455 0.00075148481765557765 0.00013151577796827706 0.0010280048625058997 -0.0015137154802010195 -0.0015292410371746709 0.0013528722743135768 -0.0012962372376305405 -0.0015781240500201497 0.00082764236295995903 0.0011133064287204919 -0.00071391604862373361 0.00059294036272592907 -0.0010649311335874029 -0.00070805057521490392 -0.0016075789580192723 0.00099779881854383107 0.0003670901087931425 -0.00012873101674139924 0.0010983641571301009 0.00018113985429962261 -0.00151506015478886 -0.001354041711921027
leaf_weight=1.0590634783729913 0.58311472972854961 0.77894564950838707 7.4937265294138324 1.0607376685366023 1.8532683900557447 0.34724236000329511 1.4960543402703477 1.3927187400404353 1.6876515867188633 0.90026242122985456 0.85353854892309922 2.5180172219406818 0.59912674035876978 0.22079445491544891 1.6548630129545987 0.5948497932404323 1.0424159157555548 0.79276252863928753 0.6096879439428452 0.36536605912260711 1.2869842278305457 1.2778022156562441 0.4941054353257639 2.7055350736482069 0.73154827323742211 1.6716422764584424 1.1761606771033317 5.6047193810809404 3.8033346219453947 1.3442463179817434
leaf_count=55 20 58 452 39 69 12 211 56 93 30 68 616 136 8 109 20 32 20 24 14 61 31 34 70 42 52 51 119 1148 160
internal_value=0 -0.000251347 0.000587755 -0.000550499 4.50979e-05 -0.00062726 -0.00022167 -5.75212e-05 3.21824e-05 -0.000866744 -0.000482234 -0.000743941 4.66831e-05 -0.00128262 -0.00017001 -0.000308716 -6.92612e-05 -0.000137721 0.000239841 -0.0008863 -4.2118e-05 -0.000154239 0.000382865 0.000683005 -0.000428971 0.000699779 0.000378067 1.60536e-05 -0.00123417 -0.000758191
internal_weight=0 39.9234 8.07684 19.871 20.0525 18.8102 6.9833 18.1992 16.8065 11.8269 5.77908 4.92554 5.48725 2.73881 12.8996 11.212 2.18673 9.55712 4.88812 1.14431 8.96227 8.16951 4.54088 3.31522 1.22565 3.90687 2.8478 6.88252 6.04784 2.24451
internal_count=3910 3438 472 2702 736 2663 529 667 611 2134 796 728 318 624 453 360 104 251 182 72 231 211 170 94 76 158 103 150 1338 190
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 3 3 52 39 47 50 4 43 12 13 48 1374 47 484 0 11 46 1 43 42 3 3 124 42 160 42 43 13 132
split_gain=2.45215 1.28285 1.07415 1.04961 0.957875 1.02184 0.921042 0.919631 0.716857 0.633924 0.790724 0.611739 0.558413 0.570224 0.542036 0.938812 0.532697 0.521531 0.493115 0.556985 0.533423 0.43747 0.566268 0.481794 0.424672 0.543731 0.499688 0.620647 0.579563 0.599628
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.27466499999999994 0.085220000000000004 0.093315000000000023 0.11644500000000001 -0.17479499999999998 -0.016244999999999996 0.09112000000000002 -0.084184999999999996 0.12862000000000004 -0.094679999999999986 0.077735000000000012 -0.0043499999999999988 -0.23029999999999998 0.080455000000000013 0.092020000000000005 0.14000500000000002 -0.07526999999999999 0.090495000000000006 -0.021064999999999997 0.10666500000000002 -0.083859999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 0.14810000000000004 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 24 -2 5 6 7 -5 9 10 -9 -10 -4 14 -14 -16 -1 -6 19 20 -7 -17 23 -23 -3 -26 27 -27 29 -28
right_child=3 2 12 4 17 18 -8 8 11 -11 -12 -13 13 -15 15 21 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.00042461966766908034 -0.00092001399755440054 -0.0015710237280216672 -0.0017706623585689873 -0.0012758166277133389 0.00120019899949996 0.0012391479623603922 -0.0013852749946794598 -0.00069164389679571194 0.001105427072420226 -0.00074577444279483069 0.0015845999560440986 -0.00053426393605500379 -0.0014267652882736753 -0.0013695049379992281 0.0013750609485134234 0.0011671552068696935 -0.001036901383926335 -0.00080819627701748627 0.0010551166714256092 -0.0010637523679408603 -0.00082703672616797207 0.000714970074850976 0.00041327369367029164 -0.00089413912646086301 -0.0015522116372722369 -0.0015689970035996969 -0.0015594441039558163 0.00059936054542963381 0.00036727558753753915 0.00095630182754906921
leaf_weight=4.521202891017313 1.5696990499272967 2.3989380011335051 0.54584553651511569 0.60522147058509368 3.8734807176515451 0.60458003217354439 0.60879134561400938 0.58851823536679149 6.0951840712223193 1.3207905753515659 0.9454032925423228 0.59344303887337435 0.6053850962780406 0.83604407333768893 1.1374725452624241 0.53843162721022775 0.68216008169110853 0.33378480933606614 0.45923701813444484 2.4299574169563121 0.58368740021251142 0.51987314154393915 1.7888619089499114 2.9623225852847117 1.728291435632858 0.40669601829722513 2.0771514432854028 1.3726525694364644 0.64235991099849332 0.25256260472815473
leaf_count=162 170 803 11 23 304 15 57 20 285 87 52 11 43 51 24 17 67 9 14 108 32 23 30 138 569 37 592 120 20 16
internal_value=0 -0.00044041 -0.000637125 0.000291698 0.000391583 0.000207442 0.000456549 0.000567036 0.000683907 3.71418e-05 0.000711276 0.000959947 -0.000259724 -0.000161405 -2.76683e-05 9.42545e-05 0.000233014 0.00104086 -0.000449763 -0.000640767 0.00022422 -0.000156522 -0.000291734 -0.000653908 -0.00101689 -0.000811736 -0.000542394 0.000103751 -0.000929234 -0.00128671
internal_weight=0 23.0163 17.8129 20.6118 19.0421 14.8348 10.7574 10.1486 9.54334 2.85471 1.53392 6.68863 8.93424 8.38839 7.55235 6.94696 5.20336 4.20727 4.07746 3.61822 1.18827 5.80949 5.27106 3.4822 8.87865 6.47971 4.75142 1.77935 2.97207 2.32971
internal_count=3910 2723 2494 1187 1017 704 535 478 455 159 72 296 337 326 275 232 229 313 169 155 47 208 191 161 2157 1354 785 157 628 608
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 0 47 15 1 4 1374 160 2 13 482 0 12 124 106 42 0 52 11 1373 448 43 43 133 1 16 156 2 1 3
split_gain=2.41594 1.47362 1.1595 1.41457 1.1506 0.865042 0.944508 0.874733 0.84123 0.95302 0.804239 0.69644 0.606377 0.888626 0.605739 0.605678 0.551052 0.535341 0.522989 0.516344 0.545301 0.508673 0.739177 0.529894 0.499825 0.586495 0.488163 0.566598 0.723815 0.843582
threshold=0.085835000000000009 -0.070894999999999986 0.086425000000000016 0.085595000000000018 0.11026000000000001 -0.23071499999999998 -0.095439999999999983 -0.51385999999999987 0.084065000000000015 -0.10241499999999999 0.10932500000000002 -0.13506999999999997 0.098845000000000016 0.11158000000000001 0.092305000000000012 -0.09547499999999999 -0.10303999999999998 0.084240000000000023 0.10600000000000001 0.086185000000000025 -0.083359999999999976 -0.078454999999999983 0.070805000000000021 0.032270000000000007 0.12381000000000002 -0.062279999999999995 0.11877 0.082715000000000025 0.095575000000000007 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 -7 -8 17 11 14 -10 15 -14 18 -3 -6 -1 19 20 -9 23 -23 -17 -4 -26 27 28 29 -22
right_child=2 12 24 4 16 6 7 10 9 -11 -12 -13 13 -15 -16 21 -18 -19 -20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00037161697510161215 -0.0013269231407359136 -0.0020025490760291948 -0.00073960798196684484 -0.0018995132271260977 0.001594502010084308 -0.00069052835693760354 -0.0019885106794350722 -0.00059789234583967888 -0.0017231907973334381 -0.00172944444422818 -0.0015565204140131246 0.00066482611636914705 -0.0016968931044524657 0.0022184718805464596 -0.00092687272018044037 0.001691983919258657 -0.00059141927551834472 -0.0019566013606591172 -0.0010269641678142512 -0.00061180086238959378 0.0019499761364837171 -0.001404741814831905 0.00046346435279489873 2.4094420987854596e-05 0.0010922488007865851 -0.00059257920887078805 -0.0007251337055905056 0.0015920472999249725 0.0012589458985826558 -0.0014009851500155985
leaf_weight=1.7356273505138262 0.76991431671195343 0.41230486892163742 5.4294765577651543 1.535371299949474 0.70631534419953823 1.5651931893080568 0.3755263451021279 0.58146044472232716 0.67095342418178905 6.5487211527070022 0.45326888677664179 1.1660546765197057 1.337220598827116 0.23814661055803288 0.567089684307576 1.4785064826719461 0.9339813422411678 0.42967030894942571 0.41507641039788801 0.5899454792961486 0.36985304765403271 1.0979645653860632 2.2563334349542856 1.2061991547234354 1.3953482364304366 1.4898122414015231 0.42255018535070199 8.5588942335452867 3.0019400590099394 0.89830543962304676
leaf_count=133 121 28 275 361 15 34 17 17 43 1465 24 48 174 2 22 26 46 99 11 30 11 96 42 44 48 46 13 393 168 58
internal_value=0 -0.000669336 0.00018728 0.000414077 -0.000737675 0.000611049 0.000694877 0.000828451 -0.00112807 -0.00139602 0.000895157 -0.000207379 -6.63306e-05 -0.00110501 0.000967293 0.000187308 0.000349843 -9.03825e-05 0.00103969 0.00109916 0.00117213 0.000336818 -0.000148057 0.000942625 -0.000405844 0.000222253 0.0012498 0.00131484 0.000759227 -0.000423691
internal_weight=0 18.5777 30.0593 21.7447 3.17567 18.569 17.7991 16.2339 10.551 8.38573 15.8584 1.83701 8.02668 1.57537 15.4051 6.45131 1.6403 2.1653 14.838 14.4229 13.833 6.039 3.3543 2.68471 8.31464 2.88516 13.2515 12.829 4.2701 1.26816
internal_count=3910 2200 1710 1341 422 919 798 764 1788 1556 747 91 412 176 723 236 61 232 701 690 660 208 138 70 369 94 643 630 237 69
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 3 49 1446 2 52 2 2 52 151 49 4 52 47 131 160 106 9 15 1 47 52 151 159 376 3 40
split_gain=0.38135 0.403605 0.392408 0.577637 0.39737 0.354185 0.342264 0.348331 0.317686 0.445489 0.387117 0.307964 0.281192 0.317355 0.299091 0.313018 0.392119 0.363674 0.297311 0.317828 0.309485 0.281763 0.275578 0.59336 0.302784 0.287187 0.275471 0.268776 0.26183 0.260807
threshold=0.094385000000000011 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 0.090775000000000008 0.091520000000000018 0.14808000000000002 0.11401500000000002 0.093815000000000009 0.10393500000000001 -0.42985499999999993 -0.29526499999999994 0.094480000000000022 0.51224500000000017 0.098910000000000012 0.13206500000000002 0.07635500000000002 0.084835000000000008 0.091500000000000012 -1.0000000180025095e-35 -0.073314999999999991 0.11477000000000001 0.086785000000000015 -0.074484999999999982 0.12955000000000003 -0.46834999999999993 0.081270000000000023 -0.080884999999999985 -0.0099849999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 11 9 -6 28 -2 -13 14 15 16 17 18 19 20 -14 -20 23 24 -22 -24 -17 -28 -11 -12
right_child=6 2 3 4 5 -7 -8 -9 -10 10 29 12 13 -15 -16 26 -18 -19 21 -21 22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030999880492122416 -0.0034397897477046052 -0.0037447049520908317 0.0027093771923589276 0.00062364170209411589 -0.0011215514709003039 -0.0030839668002961649 -0.0034772148376020716 0.0029128681506212437 -0.0032803503432595189 -0.0013646270616548487 0.00066331185193494423 -0.0024805870232178103 0.0036600119234132633 0.002396292536141105 0.0034626184316586565 0.0023470925103080192 -0.0023381796922560911 0.0026640753101337708 0.0030313082090176564 -0.0036311618954655081 -0.0015365092796221691 -0.00043124005113611525 0.0018585604503943494 -0.0031454083815272778 0.0017134247298097201 -0.0016616728796719435 -0.0029990917178540442 0.0014237462083399059 0.0023900958397690118 -0.003551766266784807
leaf_weight=0.67454261842067254 0.25247417672653583 0.39094486145768037 0.72341630735899976 2.8586565031146138 3.8261429162084903 0.76874560289434146 0.26684843402472402 0.63593345304252658 0.4897380669863195 0.26267304419889126 0.36473608552478254 0.38445819122716507 0.27861671341815153 0.94322886248119253 0.33794487349223423 0.19106390626984637 0.54657771554775525 0.93353122385451559 0.80509474955033511 0.27535134460777033 0.53919193241744734 0.4201255092048084 1.1740479625295845 0.83116399549180631 0.89688500494231194 0.3544129617512225 0.82602503639645852 0.20059715048409998 1.2875035729375668 0.32705751704634156
leaf_count=484 143 46 34 183 1147 347 36 136 263 34 20 32 23 64 123 22 28 85 70 4 41 26 92 39 120 10 93 8 79 78
internal_value=0 -0.000524602 -0.000370862 -0.00024995 -0.000460139 -0.000883003 0.000357392 0.000451905 -0.000624994 -0.000410689 0.000802467 0.000298334 0.000393298 0.000508946 0.000302202 0.000173096 0.000450071 0.000684229 0.000352698 -6.73759e-05 0.000173473 0.00184401 -8.24506e-05 -0.000840704 0.000493199 0.0010423 -0.00143163 -0.00213489 0.00175387 -0.00132944
internal_weight=0 11.9742 11.2996 10.9087 10.1853 7.3266 11.0936 10.8267 6.55785 6.06811 2.24197 10.1908 9.93832 9.55386 8.61063 8.27269 7.055 6.50842 5.57489 4.34967 4.07432 1.22522 3.7957 2.26724 1.43608 1.52846 1.21769 1.02662 1.55018 0.691794
internal_count=3910 2715 2231 2185 2151 1968 1195 1159 1621 1358 211 1023 880 848 784 661 538 510 425 329 325 96 302 200 161 102 123 101 113 98
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=1 0 2 14 47 4 128 50 48 16 160 131 33 43 157 42 123 43 42 42 133 15 4 1429 1375 39 150 2 133 4
split_gain=0.335786 0.414197 0.30886 0.344969 0.292676 0.437674 0.443529 0.3494 0.403307 0.446299 0.440048 0.284815 0.279439 0.278624 0.26583 0.273271 0.436209 0.400744 0.347897 0.329101 0.473289 0.262622 0.470211 0.264478 0.253991 0.2448 0.431929 0.243274 0.364652 0.372744
threshold=0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.077685000000000018 0.086425000000000016 -0.23071499999999998 0.086165000000000005 0.11812000000000002 0.085790000000000019 -0.094359999999999986 -0.26821999999999996 0.089785000000000018 0.084855000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091310000000000016 -0.078454999999999983 1.0000000180025095e-35 0.084935000000000024 1.0000000180025095e-35 0.084565000000000015 0.22584000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085220000000000004 0.095950000000000021 0.075670000000000015 0.084285000000000013 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 5 13 7 8 10 -10 -7 12 21 -2 -3 16 -16 19 -19 -17 -21 23 -23 -12 -25 26 -11 -1 -29 -30
right_child=2 14 -4 -5 -6 6 -8 -9 9 25 11 -13 -14 -15 15 17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0022057626001635174 0.0013694245395167357 -0.0030847752564270828 0.0022534484313502055 -0.0020127935122859586 -0.00050790333236136237 -0.0031004065965550007 -0.0025571878554378354 -0.0027129759563636895 -0.0019492324685186505 -0.0017704231965477543 -0.0012122674758192635 -0.00099815429734146548 -0.00074673480168954568 -0.0029391515570956258 -0.0030753470128967184 0.0030775494474674162 0.002143443753082527 8.0002781521629093e-05 -0.0030668004213435262 0.0016964675419371632 -0.0031166084677819923 -0.003047183956052411 0.0031918378175700623 1.0062442922310111e-05 0.002577581402738486 0.0027741201174341342 0.001533334156498404 -0.0030703582709278028 -0.0030374350773077498 0.0006513718520449219
leaf_weight=0.14104362356010947 0.18557958246674389 0.26045611125300627 0.62677603791235093 0.68036220109206702 3.8882902728801119 0.19446373562095143 0.37584472171147432 0.25140439328970465 0.80001991614699397 0.61697569320676826 0.20249344804323399 0.37960574598400842 0.38817344041308377 0.52329690632177239 0.5325486318906768 0.70197323802858613 0.20150125026702881 1.9701891950098818 0.38301957171643142 0.65624023383134045 0.26051144790835679 0.24863712445949193 0.19811474112793803 0.38971986714749851 3.6030622179387271 0.42058200086466957 0.87130111968144774 1.1542310234653999 0.38455462157435227 0.71475544841086958
leaf_count=7 23 129 140 105 352 52 104 57 43 40 13 115 42 157 413 26 5 44 284 23 75 179 6 27 353 65 29 563 305 134
internal_value=0 -0.000611312 0.000177888 8.639e-05 0.000191889 0.000473879 0.000655061 0.000796026 0.000902145 -5.50014e-05 0.00136479 0.0015253 0.00171573 -0.00181119 -0.000113684 5.07537e-05 -0.00164276 0.00036373 -0.000432186 0.00152079 0.000328746 0.00192165 -0.000280453 0.00215615 0.00232698 0.000738888 0.000163738 -0.00164341 -0.00188432 -0.000639026
internal_weight=0 7.36102 14.8447 14.2179 13.5376 9.64927 8.9404 8.56455 8.31315 2.70888 5.60427 5.40981 5.0302 0.708876 4.96644 4.70598 0.73405 3.97193 2.35321 1.61872 0.916752 4.64203 0.446752 4.19528 3.99278 1.90886 1.48828 2.39458 2.25354 1.09931
internal_count=3910 2008 1902 1762 1657 1305 1125 1021 964 177 787 735 620 180 999 870 418 452 328 124 98 578 185 393 380 134 69 1009 1002 439
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 0 3 39 3 48 50 4 2 48 12 2 4 51 0 43 43 49 15 52 46 16 42 4 156 156 133 2 43 160
split_gain=1.45018 0.94089 1.21605 0.767912 0.855384 0.70286 0.878895 0.892506 0.927329 0.767807 0.691045 0.691009 0.644621 0.642746 0.60268 0.596977 0.81344 0.552242 0.797864 0.532023 0.496677 0.440406 0.50091 0.396677 0.393056 0.577066 0.564401 0.653372 0.895478 0.715585
threshold=0.094485000000000013 -0.072559999999999986 0.086245000000000016 0.085220000000000004 0.31335500000000011 0.11930500000000001 0.11515000000000002 -0.17479499999999998 0.090695000000000012 -0.086624999999999994 0.085775000000000004 0.086245000000000002 0.39574000000000004 -0.40274499999999996 1.0000000180025095e-35 -0.078454999999999983 0.070805000000000021 -0.076864999999999975 -0.095799999999999982 0.024145000000000003 0.092020000000000005 -0.55207499999999987 -1.0000000180025095e-35 -0.49269499999999994 0.082605000000000026 0.013700000000000002 -1.0000000180025095e-35 0.075670000000000015 -0.089949999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -2 14 -10 24 -4 -12 -5 -9 23 -17 -13 -19 -7 21 -15 -23 -3 25 26 -1 -28 -29 -30
right_child=3 15 11 13 -6 19 -8 8 9 -11 12 17 -14 20 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0018239510738143753 -0.0018510917185443989 -0.00033912610006174896 0.0016229754346317579 -0.0018660642610400084 0.0015932557182652071 -0.0015578817752465524 -0.0018497418494349115 -0.00041462364678870834 -0.0010559529185562193 0.0011684164883677302 -0.0017415678601897184 -0.0014098397717782511 0.0018582456785359114 -0.00109254399995267 0.001120668266514061 -0.0013109836538892378 0.00025210194986151552 -0.001159426309049468 0.0012146387067403261 0.00028738525062008813 -0.001090301651523356 0.00015521450273540898 0.0018267821778133267 0.00094427609164479318 -0.0016749137889340091 0.0018773455397102534 -0.0017739963472514376 -0.0017472809905369666 -0.0018273067866062833 0.0010055493210779532
leaf_weight=0.9717734848964027 0.62481055222451587 1.0925177037715914 0.8354533498641098 0.25031923782080401 1.1047984466422338 1.5682021235115819 0.69158833357505578 4.6277548983925954 0.56692560017108906 4.5335693727247417 3.9660986547241919 0.89809748786501642 0.16839091852307309 0.23433244763873595 1.0118007329292593 1.8328483009245227 2.6359944512369111 0.74816347402520533 1.1921764549333591 0.75004110392183054 0.30681132804602373 0.74499474139884236 2.6630559738259745 2.7518162656342611 0.9998915388714521 0.32675989647395898 0.7663436062866843 0.67405211855657432 0.33723757293773937 2.0477907229214898
leaf_count=231 108 30 19 10 120 57 78 242 19 196 1393 23 6 10 27 261 87 18 33 17 9 22 272 142 139 7 52 85 103 94
internal_value=0 -0.000420867 -0.00070714 0.000250685 6.52753e-05 -5.21609e-05 0.000122567 0.000242589 0.00036439 0.000921175 -0.00102574 0.000182469 -0.00159495 0.000934111 -0.000139175 5.89039e-05 -0.000388981 -0.000241524 0.000299238 -0.000960867 0.0011116 0.00129707 0.00146138 0.000579547 -0.000641441 -0.000439769 -0.000597599 -0.000286068 8.66795e-05 0.00060499
internal_weight=0 22.2454 13.9322 19.679 15.4795 14.3747 12.0564 11.3649 10.7401 5.10049 10.2583 3.67389 4.13449 4.19951 5.63956 8.31318 4.46884 2.83844 1.94034 2.31824 3.94919 3.64238 3.40805 3.84433 6.12385 5.12396 4.7972 3.82542 3.05908 2.38503
internal_count=3910 2723 2203 1187 864 744 670 592 484 215 2110 93 1399 323 269 520 348 74 51 74 313 304 294 172 711 572 565 334 282 197
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 480 376 15 42 3 3 47 156 1213 160 148 1373 1 2 3 150 2 9 1 42 13 453 43 52 2
split_gain=0.333657 0.436608 0.384795 0.339568 0.336532 0.300456 0.293778 0.337735 0.313984 0.308817 0.344557 0.395741 0.350484 0.353665 0.295701 0.312004 0.30956 0.306582 0.358667 0.515383 0.292153 0.278253 0.48807 0.335348 0.518067 0.358914 0.259557 0.249959 0.383956 0.228447
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 0.048375000000000008 -0.11739999999999999 -0.094739999999999977 0.31335500000000011 -0.100615 0.085165000000000018 0.091280000000000014 -1.0000000180025095e-35 -0.096329999999999985 0.087215000000000015 0.089210000000000025 0.10031000000000002 0.10488500000000002 0.090325000000000003 0.090695000000000012 1.0000000180025095e-35 -0.016839999999999997 1.0000000180025095e-35 0.08401500000000002 -0.084084999999999979 0.090755000000000016 -0.074254999999999988 -0.080899999999999986 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -5 6 7 -6 -8 10 11 -9 13 -12 15 -15 17 18 19 20 21 22 -16 24 -23 -26 -1 -19 -29 -30
right_child=2 -3 -4 4 5 -7 8 9 -10 -11 12 -13 -14 14 16 -17 -18 27 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0029748540464069983 -0.0031032266472433303 -0.002832466093090871 0.0011594159233863752 -0.003415207137338172 -0.0019619533389414303 -0.0034291711044986549 -0.0012119732304595599 0.00039557068171449744 0.0021916089873328408 0.003453498336926963 -0.0034240922475943956 0.0035654214268078183 -0.0028823066695445546 -0.0033788548403030421 0.0037662143851287834 0.0033993912444309012 -0.0035235033620349653 0.0026361278148124461 -0.0028301814808515103 0.001933711785647219 -0.0033523786927052617 -0.0034725080319500863 -0.0033586190933259891 0.0020194954035210409 -0.0034230689413552316 0.0018739624904400224 0.0036066079169005463 -0.0021619133792251132 -0.0001199207147679686 0.0031546718776815615
leaf_weight=0.72015388065484387 0.26462537515908513 0.74441242020111431 3.3772478229366234 0.3403622129844831 1.0398578584718148 0.28991348785348314 0.41123981773853291 2.7724320752895522 1.3292840347276076 0.30241651565302241 0.37472139178135222 0.54631705404608499 0.59674428353901099 0.51246626599459322 0.13653029408305883 0.092965861666016281 0.25987618329236273 0.93684163410216603 0.5410891584760974 1.2863358873873947 0.39350523543544103 0.49659654407878429 0.60557108407370641 0.86766527168219898 0.18465531247784384 0.75133148196619004 0.076845497475005686 0.46699361299397424 0.47466997243463971 0.51440905989147723
leaf_count=357 20 175 452 432 149 203 12 158 122 46 418 17 176 177 3 5 25 78 91 41 77 249 170 21 74 82 2 33 27 18
internal_value=0 -0.000279758 0.000849684 -0.000170054 -6.53833e-05 5.06423e-06 6.77041e-05 -9.45835e-05 0.00138743 5.34857e-05 -2.67706e-05 0.000917377 -0.000356845 -0.000187441 -4.51141e-05 -0.00233804 0.000130252 0.000254272 -0.000205033 9.57678e-05 -0.000592333 -0.000235341 -0.00204781 0.000349393 -0.00066213 0.000828942 -0.00234028 0.00126453 0.000382034 0.00158316
internal_weight=0 18.0662 3.64187 17.3218 16.5248 16.1844 15.8945 14.154 1.74052 13.1141 12.8117 3.31875 9.49297 8.89622 8.5215 0.605432 7.91607 7.65619 5.26328 4.72219 3.43586 3.04235 0.742101 2.30025 1.43258 0.935987 0.796999 2.39291 1.45607 0.989079
internal_count=3910 3438 472 3263 2904 2472 2269 2135 134 1986 1940 175 1765 1589 1171 182 989 964 808 717 676 599 173 426 405 156 359 156 78 45
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 52 15 13 106 48 3 43 160 12 11 42 1374 457 15 151 47 15 4 159 0 42 160 42 43 0
split_gain=2.5892 1.27511 1.43898 1.14678 0.997294 0.926659 0.824751 0.852607 0.832623 0.88858 0.778165 0.719841 0.78738 0.689195 0.672677 0.642897 0.596414 0.906156 0.708904 0.683335 0.595451 0.520542 0.637404 0.51777 0.49948 0.484783 0.661856 0.608791 0.7985 0.641411
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.42985499999999993 0.093315000000000023 0.12539500000000003 0.024640000000000006 -0.071149999999999977 0.092305000000000012 0.12862000000000004 0.16699000000000003 -0.024279999999999996 -1.0000000180025095e-35 0.11878500000000002 0.080455000000000013 0.18621500000000002 -0.094679999999999986 0.088175000000000017 -0.008624999999999999 -0.088294999999999985 0.13206500000000002 0.079360000000000014 -0.17479499999999998 -0.094429999999999986 -0.074249999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 25 -2 5 6 8 -8 9 13 11 12 -6 -5 21 -9 -4 18 19 -18 -14 -1 -23 -7 -13 -3 -27 28 -28 -29
right_child=3 2 16 4 10 23 7 15 -10 -11 -12 24 20 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.00053797600565803384 -0.0013393426421511125 -0.0013481708014807677 -0.0015207066190549463 0.0010307432708398872 -0.0011051225428727312 0.00046114160394786512 0.001165535674169304 -0.00090870672115344676 -0.00088074104612154462 -0.0005161642216193038 0.00100259812250083 -0.0010677520476877578 0.00098213025169474654 -0.00023678335752898047 -0.00099829299513850655 0.0010708555261821433 0.00051626608018523132 0.001417396763564489 9.6684521668463118e-05 -0.00095024617548655614 -0.00042137492467208843 0.0011109510131006523 -0.0013607919050781345 -0.00079406245173204435 0.00015438744345956133 -0.0013378835732837777 -0.0013579868766594337 -0.0013390732957767927 0.00059341082500547122 -0.00018383430636911596
leaf_weight=4.1150781337637481 0.81050044880248862 2.9148568894015661 0.55568806454539199 9.0959636373445392 0.69088814314454827 0.94514811167027835 0.6989887340459976 1.5745225931750599 0.53479642793536264 0.81498166173696596 0.90296121174469579 2.3571271316614006 1.5657050255686047 0.82404605532065112 0.76081825629807998 0.35393613297492255 0.69258035952225183 0.64118417073041278 5.2044586166739428 2.9160404682625085 0.80682737659662951 0.26594821410253644 0.59469570824876417 1.4936107374960546 0.78526101750321586 2.1273845069808921 0.48868433292955193 1.8325400167377695 1.512603536481034 1.5733831701800198
leaf_count=97 143 803 11 499 40 71 27 88 20 12 27 76 46 32 67 14 18 9 152 147 18 4 61 53 21 569 37 477 120 151
internal_value=0 -0.000389031 -0.000544079 0.000212736 0.000266392 0.000446961 0.000579377 -9.02277e-05 0.000735489 0.000816006 -0.000148556 -0.000316052 0.000141748 0.000925451 0.000163948 -0.000545391 -0.00018446 -0.00010592 -0.000216747 -0.000668788 0.00050484 0.000341661 -0.000596997 -0.000307604 -0.000762348 -0.000888573 -0.000710771 -0.000464043 0.000116909 -0.000805405
internal_weight=0 26.1959 20.4594 24.2553 23.4448 16.336 13.8972 2.62745 11.2698 10.735 7.10877 6.20581 3.06342 9.92001 5.73654 1.92846 10.01 9.45426 8.81308 3.60862 2.37253 4.97572 0.860644 2.43876 3.14239 10.4495 7.5346 5.40721 2.00129 3.40592
internal_count=3910 2723 2494 1187 1044 816 692 129 563 543 228 201 104 531 229 102 337 326 317 165 64 162 65 124 97 2157 1354 785 157 628
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 50 12 40 3 158 151 0 0 49 1374 15 12 4 52 15 124 45 149 39 16 16 50 47 4 42 2 2 42 13
split_gain=1.19041 0.727544 0.692183 0.740853 0.698183 0.634675 0.608047 0.532235 0.830904 0.602427 0.723062 0.56776 0.55523 0.618243 0.595337 0.524053 0.515128 0.494816 0.592482 0.604927 0.626189 0.758071 0.531081 0.669009 0.652864 0.503188 0.49526 0.674182 0.527552 0.47448
threshold=0.094385000000000011 0.086465000000000014 -0.071274999999999991 0.34489500000000001 0.16699000000000003 0.084965000000000027 -0.40391999999999995 -0.074249999999999997 -0.10575999999999998 -0.088329999999999978 -0.094679999999999986 -0.14676499999999995 0.098845000000000016 -0.49837999999999999 0.10433000000000002 0.079360000000000014 0.15597500000000003 -0.080134999999999984 0.10096000000000001 0.15608500000000003 0.062650000000000025 0.67964000000000013 0.11515000000000002 0.11771000000000002 -0.39075499999999991 0.10056500000000002 0.11542500000000001 0.11230000000000001 -0.10770999999999999 -0.16277999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -4 8 9 -1 -11 -12 13 14 -9 -13 -14 -8 19 20 22 25 23 26 -24 -22 27 28 -19 -17
right_child=2 -3 4 -5 -6 -7 17 12 -10 10 11 15 16 -15 -16 29 -18 18 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014637983298035962 0.0010032449314814427 -0.0014911427749413481 -0.0016628063038224043 -0.0016799058179392929 0.0011417467771640327 -0.0013072784101170675 0.0017213307714379371 -0.0016635019790646015 -0.00088322213205387795 -0.0017754472250806935 -0.0013779615541496177 0.00092559867710570877 -0.0013955815205840276 0.00063596830439574797 0.00076998683277108057 0.00085251011858959356 0.0019243616264494638 -0.0014960728328563188 -0.0018841029173821452 0.0017750732623277963 -0.0015569112411301573 0.0013036232125341616 0.0020163377301188603 -0.0013666054157832192 -0.0014686929135711584 0.00046892307221402051 0.0013254228191511448 -0.0010610382144808843 0.0005931688636807306 -0.0016412119383067763
leaf_weight=0.61314743186812837 3.5870540065225245 1.3678109734319139 0.58759638294577676 0.28510292805731285 1.3455458164680738 1.4214857767801721 0.41661158064380011 0.66183836967684306 5.0396437196177422 0.42092912737280119 0.40420857549179334 2.9999504388542912 0.85808110138168547 4.3858719114214209 0.42287494486663491 0.35114855924621224 0.13944187760353088 0.33252985635771892 0.43777920957654792 0.48014337779022831 1.6477171929436734 0.37679026648402203 0.16325338184833527 0.58253237511962641 0.89046128583140649 0.38896186486817885 1.2710419869981704 0.89085957454517473 4.6179690562421447 0.44270914653316129
leaf_count=35 336 523 27 8 98 266 12 52 1275 11 36 94 152 203 10 8 1 7 11 31 211 19 1 22 92 16 84 15 205 49
internal_value=0 -0.000364409 0.000204254 0.000805687 4.28621e-05 -0.00027955 -7.0144e-05 -0.000192279 -0.00041896 2.82263e-05 0.000226287 0.000426998 0.000167704 0.000368135 -0.000714808 0.000619306 -0.000931493 4.74349e-06 -5.44575e-05 1.43419e-05 -6.13967e-05 -0.000783836 0.000137901 0.000283964 -0.000928753 -0.00117002 0.000419152 0.000221954 0.000452832 -0.000538159
internal_weight=0 19.5291 18.302 3.87216 14.4298 18.1613 13.0842 16.7398 10.2717 5.23209 4.61895 4.19802 6.46811 5.47059 1.08471 3.79381 0.997523 12.4967 12.08 11.6423 11.1621 2.41347 8.74865 7.69493 1.05371 2.03668 7.1124 5.84136 4.9505 0.793858
internal_count=3910 2715 1195 344 851 2192 753 1926 1508 233 198 187 418 265 62 151 153 726 714 703 672 246 426 333 93 227 311 227 212 57
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=1 3 52 3 51 39 48 50 2 4 46 0 48 51 43 15 43 42 49 49 16 31 454 15 2 43 11 15 151 15
split_gain=1.1441 0.843477 0.676169 0.577539 0.566234 0.699674 0.763581 0.877484 0.680129 0.790456 0.661787 0.560785 0.539961 0.539217 0.506538 0.6261 0.710381 0.657033 0.493261 0.65167 0.483757 0.48214 0.44557 0.441062 0.565182 0.545336 0.517274 0.440883 0.552086 0.505917
threshold=0.094385000000000011 -0.115685 -0.42985499999999993 -0.032959999999999996 -0.40274499999999996 0.085220000000000004 0.12675000000000003 0.11515000000000002 0.090695000000000012 -0.16401499999999997 0.092020000000000005 -0.06402999999999999 -0.086624999999999994 0.12900500000000004 -0.077544999999999989 0.041585000000000004 -0.078644999999999979 0.08401500000000002 -0.081629999999999994 -0.084114999999999981 -0.055679999999999993 0.090115000000000015 -1.0000000180025095e-35 -0.016339999999999997 0.11635500000000001 0.093240000000000017 0.077165000000000025 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -2 14 -4 6 7 8 11 -10 21 20 -11 -8 15 16 18 -17 19 -3 -6 -7 -14 -1 25 26 -25 28 29 -5
right_child=2 3 4 27 5 10 13 -9 9 12 -12 -13 22 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012924162779506265 -0.0018269661549109523 -0.0018353250211239991 -0.0010602446170597387 0.00052470736304088058 -0.00010990618830509787 0.0015185714233295871 -0.0018532416242751243 -0.001659325800298545 -0.0015776582385962944 -0.00078826376469109168 -0.0014236179092964494 0.00088626091938734278 -0.00064452845189847589 0.00010509141423026138 -0.0016093533204729477 -0.0018289323284831757 0.00091713884098081251 0.0012867249535957381 -0.0018509789527730858 0.0022897042677853942 -0.0019182422183178943 -0.0013574640469623657 0.0014828995285970203 0.0004199550836074613 0.0017176891862621954 -0.0022427305159740448 -0.0015369704783218671 0.0001187919304411038 -0.0016241968524706341 -0.0015121322554670967
leaf_weight=1.0507549820467827 0.51499592955224471 0.26156771037494764 0.97204154718201863 1.2645431761629877 2.455591072444804 2.9775257249129936 0.96113611944019683 0.66839915560558516 0.3838634844869383 0.44160686759278256 0.31556538864970196 1.4987010355107449 0.35218476597219517 0.89520759950391948 2.8028506294940598 0.29792832111706935 0.50291368307080242 0.88866420101840049 2.0056897593894973 0.24404245615005526 0.6085242600529458 0.20540795358829189 4.1343460574280471 1.9257559555117079 0.50755884498357762 0.43138779664877791 0.57920429983641941 4.0450175049481887 1.4302739468403158 0.58935607783496413
leaf_count=55 144 48 55 34 91 297 39 86 15 21 9 67 12 35 1262 154 35 86 565 2 65 8 251 79 7 14 74 155 114 31
internal_value=0 -0.000423532 0.00022243 -0.000638737 0.000284992 0.000367243 0.000164921 0.00035398 0.000490255 0.000931875 0.00108432 -2.38759e-05 0.00112735 -0.00090885 -0.00101158 -0.000612727 -0.00105252 0.000504449 -0.00144697 0.0001557 -0.000469036 0.00133297 0.0013159 0.000262726 -5.14378e-05 -0.000357238 -3.2531e-05 -0.00028246 -0.000776669 -0.000122806
internal_weight=0 18.8275 17.3851 14.3328 16.8701 15.8981 12.3996 10.5432 9.87482 5.312 3.4985 4.56282 4.92814 1.85634 7.00366 4.20081 3.01421 1.18659 2.5113 0.50561 3.06412 3.18293 4.48653 4.49466 3.44391 2.93635 2.50496 7.32919 3.28417 1.8539
internal_count=3910 2715 1195 2486 1051 996 682 608 522 299 314 223 284 74 2152 890 650 240 615 50 156 305 263 229 174 167 153 334 179 65
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 3 49 47 133 3 43 1 2 160 12 1446 52 42 2 133 47 2 43 133 12 106 151 16 376 4 13
split_gain=0.341069 0.373879 0.337613 0.335738 0.324336 0.332246 0.293891 0.317334 0.44061 0.365401 0.403826 0.466763 0.326537 0.37331 0.293042 0.301718 0.273864 0.263782 0.290112 0.247849 0.264571 0.531014 0.244914 0.330958 0.239478 0.242974 0.265847 0.238506 0.225615 0.233273
threshold=0.094385000000000011 -0.065229999999999996 -0.094679999999999986 -0.23029999999999998 -0.115685 0.090775000000000008 0.077735000000000012 0.10681500000000001 0.10666500000000002 -0.075819999999999985 0.087545000000000026 0.083585000000000007 -0.082969999999999988 0.094045000000000004 0.091520000000000018 -0.42985499999999993 -0.09361499999999999 0.14808000000000002 -0.26719999999999994 0.085165000000000018 0.11635500000000001 0.093240000000000017 0.085355000000000014 0.088005000000000014 0.090955000000000022 -0.29526499999999994 -0.54165499999999989 0.087570000000000009 0.51224500000000017 -0.080649999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 27 -12 -6 16 15 -2 -14 18 -17 20 21 -5 24 -24 25 -20 -27 -11 29 -28
right_child=14 2 3 4 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 17 -18 -19 22 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0035446916488657467 -0.0035007669341927997 -0.0037473132558314961 0.001999248359393684 0.0004608106636160404 -0.003532983097472079 -0.0031041075416585375 -0.0035862340618789687 -0.0036100534674720227 0.0019940575613299808 -0.0029886664390486924 -0.003511320934071277 0.00253382439204134 -0.0036257082959643156 -0.0036271124886676494 -0.0034996882511603329 -0.0034573098146193932 0.0015677849525329202 0.0028041701117318255 -0.0028221571642480015 0.0030297441534463294 0.0029011340710054139 -0.0042007466570098267 0.0032623789713981297 -0.0028176379044788581 -0.0028285205801655139 0.0029874879783443899 0.001299819650548283 0.0031521976686865309 0.003522524257946164 -0.00012820831237715647
leaf_weight=0.47480267273203836 0.23084772392758068 0.3512490632128874 0.73779930092859736 1.6991524470504358 0.24257440862129476 0.71106368367327366 0.37434644758468483 0.35228562896372739 0.93135031661950041 1.4446750913193791 0.23224978512735095 0.47019795258529484 0.13257844350300785 0.21509584551677097 0.23465225036488924 0.2323481409111946 1.8212019011843918 0.58633176732109937 0.27158855984452568 0.4196130983182228 0.35621114401146758 0.36053911299677555 0.69337683817138973 0.12928699250915088 0.2853833590634175 0.50328828883356713 1.8938087721471619 0.08131299796514202 0.26594309404026706 5.2575342190684866
leaf_count=407 143 46 40 142 147 366 104 296 23 709 117 14 30 35 36 33 186 136 22 20 8 21 153 56 7 56 145 4 86 322
internal_value=0 -0.000513961 -0.000382347 -0.000270656 -0.000440776 -0.00084355 -0.000588321 -0.000398863 -0.00019581 -0.000635375 -0.00165382 0.000535122 0.00030578 0.00073512 0.000355573 0.000442981 0.00121537 0.000532952 0.000393253 0.000554816 0.000124951 -0.000355173 0.000489452 0.00230686 0.000313089 0.000422531 0.000533788 -0.00266145 0.000367296 0.00024996
internal_weight=0 11.4083 10.9335 10.5822 9.84445 7.00893 6.29787 5.92352 5.57124 4.63989 2.22844 0.702448 2.41145 2.16888 10.5844 10.3497 1.95378 10.1189 9.53256 2.83552 2.4159 2.05969 9.30021 0.822664 8.47755 8.19216 7.92057 1.52599 7.41729 7.15134
internal_count=3910 2715 2308 2262 2222 2031 1665 1561 1265 1242 844 131 398 251 1195 1159 216 1016 880 191 171 163 847 209 638 631 609 713 553 467
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 3 3 52 51 39 48 50 2 46 1 15 151 15 52 159 12 3 16 42 15 11 47 4 49 52 16 4 42 160
split_gain=2.73783 1.37598 1.32245 1.1096 0.962455 1.02222 1.0469 1.30076 1.08738 0.82702 0.67062 0.650033 0.794988 0.757043 0.629992 0.793417 0.704589 0.680328 0.619948 0.742345 0.610702 0.72586 0.58936 0.638987 0.83543 0.5377 0.477866 0.498242 0.475169 0.674096
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.42985499999999993 -0.40274499999999996 0.085220000000000004 0.11930500000000001 0.11515000000000002 0.11542500000000001 0.092020000000000005 0.13429500000000003 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.12897500000000003 -0.46834999999999993 0.11742500000000002 -0.085254999999999984 -0.55207499999999987 -1.0000000180025095e-35 -0.016339999999999997 0.077165000000000025 0.093315000000000023 -0.012939999999999998 -1.0000000180025095e-35 -0.42035499999999998 -0.035699999999999989 -0.15796999999999997 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 28 -2 25 6 7 8 14 18 -8 12 13 -4 16 -16 17 -6 -7 -20 -1 26 23 24 -19 -5 27 -22 -3 -30
right_child=3 2 11 4 5 9 10 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 22 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0009099008075979894 -0.00137572534577429 -0.0013855450351146865 0.00038799124595635204 0.00041084617694504903 0.0011502550575316166 -0.00087898270376263448 -0.00099050242944036943 -0.0012370363613116849 0.0010761749741167882 -0.00093723338472626462 0.00043741700544100984 7.5498730926818435e-05 -0.0012302751862769377 -0.0011431851721372308 0.0012122124332667897 -0.0011797130870732993 -0.00058762827541563244 -0.0011373994475652135 5.3770660136232118e-05 0.0013889352153022513 0.00036935497816109624 -0.0011980968615954925 -0.00045715065157714009 0.00086551187331957357 0.00098407733899071818 -0.0014199230673753514 0.00056554620004646095 -0.0012089068080629894 -0.0013766568221840973 -0.00050351004052897892
leaf_weight=1.4606217571999875 0.81835785834118979 2.9825754808262035 1.8151785149239006 0.42966803070157766 2.0472132365685001 0.31138639245182265 2.1597256492823358 0.96645612781867463 3.3516111886128792 0.45486385840922583 0.85246607428416599 5.5393270610365981 2.1351674227043986 0.89638438029214729 0.33277630619704712 1.1424381448887277 1.3645320031791914 0.82396110706031322 0.98026796523481596 3.6751082008704534 0.73129873722791661 0.90235167741775502 1.6375418114475904 2.9329230585135448 0.59336065594107334 0.97377222590148693 2.2216486020479382 0.75595705141313363 2.2870073050726232 5.8362303905887485
leaf_count=55 143 803 34 8 55 10 54 83 174 9 27 156 116 31 12 58 30 18 22 272 10 79 32 98 35 47 47 38 569 785
internal_value=0 -0.000431292 -0.000593183 0.000186297 0.000237367 0.000302518 0.000147778 0.000293337 0.000397302 0.000822111 -0.000586394 -0.000243508 -0.000608101 -0.000118183 0.000188073 -0.000640147 0.000318058 0.000471865 0.000983235 0.00110779 0.000141733 -0.000101585 0.000239924 0.000502321 -0.000249245 -0.000859427 0.00016519 -0.000432859 -0.000920195 -0.000749335
internal_weight=0 27.5637 21.4919 25.8484 25.0301 23.6266 18.205 15.1928 14.2264 5.42163 3.01219 10.3861 4.84673 2.71156 10.8747 1.47521 9.39953 8.035 4.96676 4.65538 6.07188 4.61126 5.98779 4.35024 1.41732 1.40344 3.7089 1.48726 11.1058 8.12324
internal_count=3910 2723 2494 1187 1044 989 676 595 512 313 81 337 181 65 338 70 268 238 304 294 229 174 183 151 53 55 95 48 2157 1354
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=123 3 133 45 31 13 124 1348 4 484 130 123 3 0 14 474 457 156 47 12 48 12 132 0 0 0 52 48 15 42
split_gain=1.43564 1.16447 0.941799 0.857834 0.76246 0.755152 0.727469 0.632926 0.701408 0.702338 0.515327 0.462638 0.471539 0.72851 0.592284 0.561945 0.534204 0.592083 0.508703 0.517509 0.456796 0.725969 0.43952 0.534803 0.436852 0.705409 0.621326 0.455619 0.625247 0.68041
threshold=1.0000000180025095e-35 0.24227500000000002 -0.0023199999999999996 -0.080134999999999984 -1.0000000180025095e-35 0.28269500000000009 -0.37194499999999991 0.090050000000000005 0.51224500000000017 -0.0043499999999999988 0.079100000000000018 -0.041524999999999992 -0.100615 -0.10783 0.077685000000000018 0.084655000000000022 -0.0015249999999999997 0.084090000000000012 0.14097000000000001 0.093125000000000013 0.088750000000000009 -0.092644999999999991 0.080815000000000012 -0.045139999999999993 0.12007500000000002 0.047345000000000005 0.10062000000000001 0.090660000000000018 0.079360000000000014 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 3 -2 -1 -5 20 -3 8 9 -6 11 -11 14 15 22 16 -14 -18 19 -15 21 -4 24 -24 25 27 -26 28 29 -13
right_child=2 6 5 4 7 -7 -8 -9 -10 10 -12 12 13 18 -16 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0017164388092900038 -0.001302399324963974 -0.0017411387797882684 -0.00059940284364885495 0.0017496582918288791 -0.0015110772120120292 -0.0017728964416562376 0.0011501427754865134 0.00078575364451149402 0.0014096484788203689 0.00097235715822105006 -0.0016380476156826731 0.0014293721109960946 -0.0015772694043706059 -0.0013932269707113399 -0.0018238912410859225 0.00078185169931748941 -0.0002341422346456451 -0.0017068965764035792 0.00047861075589416359 -0.0007039352802660205 0.0016820537118142787 0.0011424002059274966 -0.0005520079173999792 0.0017046708853923867 -0.0016307055718253896 0.0014579066592675101 0.00038015041982238242 -0.0012610763393377973 -0.0010331695138323148 -0.00045759697579858034
leaf_weight=0.37746894545853038 0.86183870071545232 0.28082705661654461 1.0912611100357028 0.32080944278277357 3.7183358583133659 0.33521395735442627 1.3785357604501758 0.67538808169774611 0.37662203307263453 0.43044722895138221 1.7033993839286257 0.99371133651583754 1.316590176313184 8.7396883338224196 0.74130018451251167 0.84084812179207791 5.4788668842520547 0.84463924495503295 0.52641022810712534 4.3852631403133282 1.0945412376895545 1.5565263440366828 0.52763953059911728 0.6036114953458307 1.5043009601067754 0.61377493990585197 0.56729617714881886 1.2331499748397616 1.1955157654592765 1.0574645819142459
leaf_count=15 43 6 40 23 585 6 144 39 43 21 400 37 42 1181 55 20 156 33 14 486 78 167 20 24 85 17 7 26 66 31
internal_value=0 -0.000682354 0.000252742 -0.000739838 -0.000763987 0.000581441 0.000660828 -0.000785166 -0.000813536 -0.000836152 -0.000760797 -0.00071351 -0.000736791 -0.000865482 -0.000421644 -0.000488595 -0.000628417 -0.00043086 -0.00109962 -0.00116292 0.000792327 0.000424532 -0.000296351 0.000652108 -0.000446095 -0.000188265 -0.00108004 -0.000413804 -9.19951e-05 0.000456563
internal_weight=0 40.4319 4.93938 38.7725 38.3951 4.07754 1.65936 38.0743 37.3989 37.0223 33.3039 31.6005 31.1701 22.1323 9.03776 8.48094 7.6401 6.32351 13.6514 13.125 3.74233 2.64779 8.29646 1.13125 7.16521 5.09362 2.0716 4.47984 3.24669 2.05118
internal_count=3910 3576 334 3426 3411 291 150 3388 3349 3306 2721 2321 2300 1932 368 251 231 189 1681 1667 285 207 313 44 269 177 92 160 134 68
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=160 484 150 1 146 51 11 376 3 403 15 4 16 4 47 49 133 38 1213 9 1373 483 1375 52 4 48 1 15 2 15
split_gain=0.324684 0.324955 0.491222 0.367777 0.347382 0.373612 0.304746 0.340505 0.365125 0.351345 0.345983 0.354215 0.384236 0.331034 0.355574 0.39645 0.490719 0.348129 0.311607 0.28355 0.298329 0.278978 0.314567 0.322129 0.422389 0.340781 0.270204 0.234605 0.315139 0.320782
threshold=-0.40446999999999994 -0.0043499999999999988 0.094545000000000018 0.12864500000000004 0.11615000000000002 -0.025709999999999997 0.088315000000000018 0.048375000000000008 -0.12008499999999998 -0.082404999999999992 -0.03231499999999999 -0.14963999999999997 -0.0083999999999999995 -0.49837999999999999 0.11603500000000001 -0.10837499999999999 -0.10260499999999999 0.10657000000000001 -1.0000000180025095e-35 0.083710000000000021 0.098665000000000017 1.0000000180025095e-35 -0.43271999999999994 -0.092854999999999979 -0.23071499999999998 0.091555000000000011 0.099115000000000023 -0.46673499999999996 0.092175000000000021 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 7 8 10 -10 -3 -12 -13 -11 15 -15 -17 18 -18 20 21 22 -20 25 -25 26 -24 -26 29 -29
right_child=1 3 -4 4 -6 -7 -8 -9 9 13 11 12 -14 14 -16 16 17 -19 19 -21 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-0.0025933809495143983 -0.0027224434872502503 0.0029028305337737382 0.0022761792122204002 0.0001268232757839247 -0.00321925178168224 0.0030661830388602662 -0.0020375211294306915 0.0017031507645585491 -0.0036202862375186917 -0.0036771492885027536 0.0013618901769805862 -0.003621864748918297 0.001045773078160582 -0.0021897758694575877 -0.0031641973143056884 -0.0035703130083039915 -0.0036246510937290527 -0.0036453584722780262 -0.001535264131043395 -0.003115032539468428 -0.0037199408519650069 -0.0020780211062513959 -0.0032964000442243088 -0.0015931826512296406 -0.0016822733183640387 0.0024821465153102296 0.00099866965516292325 -0.0037620171138043213 0.0030418662394377837 0.0015045999797501308
leaf_weight=0.67337623948697256 1.1971040298813083 0.84580044081667471 0.32392577128484834 1.0051530869095591 0.19690428487956513 1.2683661136543369 1.0078706635104016 1.3967448031762604 0.43561552710890517 0.36961403951864547 1.3862780253402893 0.50708618655335158 0.41658344562166383 1.0324677863973271 0.50498292167321857 0.43625195478671663 0.23509817347803696 0.2755726116010927 0.60531209956389087 0.26136234623845744 0.19386312324786636 0.41422167682321731 0.54191464566975145 0.5175904722418635 0.23795621201861816 0.34089779516216367 0.29243664519162849 0.15827991333208258 2.112701345118694 2.8571925319556035
leaf_count=305 586 73 24 84 5 217 115 137 515 64 87 25 26 83 74 306 255 21 17 46 24 106 136 14 22 24 39 10 182 288
internal_value=0 -5.37626e-05 -0.00165791 6.91318e-05 0.00136925 0.00176665 -0.00011563 2.6548e-06 -0.00015591 -0.000446373 0.000932339 0.000210833 -0.00151672 -0.000324961 -0.000212509 -7.07284e-05 0.000160041 0.000339973 0.000465218 0.000577891 0.000694567 0.000800504 0.000956076 0.00116971 0.00151352 -0.00055151 -0.001791 0.00181317 0.00197537 0.00122816
internal_weight=0 21.3751 1.52103 19.8541 2.47042 2.27352 17.3837 16.3758 14.9791 11.8233 3.15575 2.30995 0.92367 11.3877 11.0181 10.5131 9.48065 9.0444 8.76883 8.53373 8.27237 8.0785 7.66428 7.05897 5.88372 1.17525 0.834351 5.36613 5.12817 3.01547
internal_count=3910 3605 610 2995 306 301 2689 2574 2437 2226 211 138 51 1711 1647 1573 1490 1184 1163 908 862 838 732 715 516 199 175 502 480 298
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=1 3 3 39 3 51 48 4 50 2 46 457 15 151 15 52 2 11 8 52 15 4 122 42 160 42 43 0 0 133
split_gain=2.22772 1.05982 1.13979 1.0158 1.09929 0.947489 0.827315 1.09893 1.08519 1.16293 0.797868 0.740559 0.650319 0.711629 0.682016 0.649381 0.630113 0.601856 0.585038 0.576192 0.545468 0.611331 0.54518 0.485241 0.681543 0.65026 0.958687 0.626296 0.881048 0.663757
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 0.085220000000000004 0.31335500000000011 -0.40274499999999996 0.11930500000000001 -0.034289999999999994 0.11515000000000002 0.090695000000000012 0.092020000000000005 -0.078629999999999992 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 -0.072349999999999984 -1.0000000180025095e-35 0.080455000000000013 0.08573500000000002 0.024145000000000003 0.079360000000000014 -0.17479499999999998 0.089350000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 -0.070894999999999986 -0.053834999999999994 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 23 4 6 -5 7 16 9 18 22 -11 13 14 -4 -13 -2 20 -9 -8 -1 -22 -7 -3 -25 26 -26 -27 29 -29
right_child=3 2 12 5 -6 10 19 8 -10 11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.00065108998361948891 0.0014018707362189544 -0.0018178076161332324 0.00054339362295640931 -0.00189062364402702 0.0016187464795414843 0.0015775798073955074 -0.0015720835105428733 -0.00036716577726567584 -0.0018561734380186678 -0.00054500804808804118 -0.0013256233755907026 0.00014566209402388033 0.00011527087226737983 -0.001572239430207607 -0.0014090949097464237 0.0017234568444924922 -0.001451834712444904 -0.0013272543752106123 0.0012932589929913235 0.00024169176543080353 0.001421813496718882 -0.0018446454036953074 -0.00045022556322128846 -0.0018064639945103936 -0.0018395473143138126 -0.0018119372700248898 0.00089345111218607908 0.0017801408609254062 -0.0018858721657506103 -0.0018030765617486335
leaf_weight=4.0239257512148496 0.28543431824073229 2.6653179725399276 1.603851617779583 0.35694134607911099 1.2829671255312849 3.8997243582271031 1.8491503540426486 4.8323433289770037 0.70860596140846688 0.80244704801589684 0.38820635434240092 1.1205899710767013 5.3813906039576942 2.0995589918456972 0.89630041737109412 3.3287404938600869 1.9310076158726648 0.77801884897053231 0.79405718063935626 0.80924872681498516 0.25940470956265926 0.6346889748238026 0.47838027868419875 2.055133906891573 0.55904654599726233 1.78642949194182 1.5737121590645946 0.67270283843390644 0.62037622195202569 0.22064483677968383
leaf_count=97 10 803 34 10 120 293 57 148 53 14 9 39 156 116 31 144 239 67 23 17 4 61 11 569 37 477 120 20 57 74
internal_value=0 -0.000544855 -0.000738 0.000223435 2.04113e-05 0.000926617 -0.000104158 7.22165e-05 0.000293454 0.000433481 0.0011376 0.00104019 -0.000307796 -0.000802759 -0.00015657 0.00132608 -0.00108433 0.000137878 -0.000132829 -0.00101995 0.000369658 -0.000896943 0.00135601 -0.00116091 -0.000927086 -0.00059444 0.000177068 -0.00109303 -0.000244618 0.000895134
internal_weight=0 25.8305 20.1345 22.8678 17.7446 5.12325 16.4616 13.8032 11.5868 10.8782 4.76631 5.25178 9.9811 4.59971 2.50015 4.44933 2.21644 5.69604 5.6264 2.6584 4.91802 0.894094 4.3781 10.1534 7.48805 5.43291 2.13276 3.30015 1.51372 0.893348
internal_count=3910 2723 2494 1187 864 323 744 670 421 368 313 197 337 181 65 183 249 229 171 74 162 65 304 2157 1354 785 157 628 151 94
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=123 1 14 375 3 0 3 51 484 47 43 42 158 9 13 12 4 484 132 42 0 41 52 133 474 160 12 13 13 1375
split_gain=1.05205 0.925492 0.8954 0.787711 0.712422 1.00832 0.781119 0.680803 0.72355 0.580554 0.566419 0.563667 0.566132 0.509767 0.502062 0.66688 0.641755 0.459093 0.472012 0.684492 0.63813 1.07255 0.609735 0.458683 0.454173 0.53416 0.408896 0.704309 0.55635 0.402537
threshold=1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -1.0000000180025095e-35 -0.100615 -0.10783 -0.078669999999999976 -0.40274499999999996 -1.0000000180025095e-35 0.078345000000000012 -0.074254999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.016839999999999997 -0.15610499999999997 -1.0000000180025095e-35 -0.0053799999999999985 -0.067754999999999996 0.080815000000000012 -0.10770999999999999 0.12007500000000002 0.078150000000000011 0.10062000000000001 -0.0023199999999999996 0.084420000000000009 -1.0000000180025095e-35 0.085250000000000006 -0.084084999999999979 -0.083514999999999992 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 17 9 26 -3 -9 24 11 -8 -13 -12 -15 16 -16 -1 19 -19 21 -21 -22 -5 25 -6 27 -7 -29 -27
right_child=3 7 -4 23 5 6 10 8 -10 -11 13 12 -14 14 15 -17 -18 18 -20 20 22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0017218704282380573 -0.0018096203759279761 -0.001771369871876087 -0.0018811168055455959 -0.00084557026971817577 -0.0010776366227267392 -0.0017095060935807987 -0.0013515287749328864 -0.0017496953436137374 0.0014971589390714139 -0.00083953358394149135 0.0019906961314376582 0.0012464138346840266 -0.001623910916279501 6.5233817680276302e-06 0.0016383030288610655 -0.0017111523658733551 -0.0013097878112469626 -0.0018789046390984328 0.0011700015508763 0.0010002981068932399 -0.0014386906314572999 -0.00089402127767002971 0.00079314133996698645 0.0010409438091630286 0.0012938800759637178 -0.00083199265343872678 -0.0017006176697958128 0.0017784750694666682 -0.0014771689109006956 0.00041926084342740281
leaf_weight=0.3615486694034179 0.34926531137898553 0.26260327827185426 1.0278140573645931 0.41416384140029538 1.0717905072961 0.76953606016468257 0.44459403911605511 0.22281725797802288 1.788325060741043 2.0623400412732735 0.18894015531986941 1.3264003444346597 0.23324746964499343 1.3543765246868131 0.39459309889934957 2.2823222504812266 0.46357431006617877 0.49046125466702406 1.3058403970208017 3.4588094230275628 1.0886634680209679 1.1495969169773159 0.52318941056728352 3.6588855719892299 0.92234246805310238 0.87546085845679034 2.9737869022646919 0.44457785977283493 0.22987171396380535 4.8761983182048461
leaf_count=51 8 12 112 38 64 298 39 6 149 88 6 131 40 36 9 592 43 49 62 147 86 46 7 288 27 16 1165 15 80 200
internal_value=0 -0.000243997 -0.0003224 0.000639134 -0.000267707 -0.000435415 -0.000786008 0.000801487 0.00113744 -3.84356e-05 -0.00041979 0.000336082 0.000817153 -0.000743234 -0.000858154 -0.00123106 4.57709e-05 0.000150936 0.0002354 5.35352e-05 0.000205906 0.000527748 -0.000714263 0.000849116 0.000174859 2.35982e-05 -0.00134042 -0.000598632 0.000668858 0.000228807
internal_weight=0 32.5936 30.3199 4.42231 29.2921 20.914 11.1058 2.27375 2.01114 9.80813 6.68805 2.00424 1.55965 4.68381 4.49487 3.14049 0.858167 8.37811 8.01656 6.71072 6.22026 4.60841 1.61185 4.07305 7.74579 6.82345 4.41777 1.44399 0.67445 5.75166
internal_count=3910 3576 3409 334 3297 2849 2454 167 155 395 896 210 171 686 680 644 52 448 397 335 286 193 93 326 307 280 1558 393 95 216
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=1 50 158 123 12 38 14 133 131 3 453 49 13 49 12 0 15 12 16 16 3 0 1 4 52 45 149 39 16 16
split_gain=0.343694 0.366998 0.333641 0.322871 0.32042 0.468546 0.299148 0.301404 0.320776 0.295782 0.302181 0.274373 0.350987 0.427571 0.405869 0.520398 0.385187 0.367935 0.330025 0.382363 0.279375 0.358947 0.490559 0.279315 0.536692 0.253103 0.318506 0.335034 0.351991 0.268785
threshold=0.10113500000000002 0.086465000000000014 0.084965000000000027 0.11662000000000002 -0.071274999999999991 0.10657000000000001 0.077685000000000018 0.10681500000000001 0.087580000000000005 0.31335500000000011 1.0000000180025095e-35 -0.085174999999999987 -0.10241499999999999 -0.080034999999999981 0.084100000000000022 -0.070894999999999986 -0.095799999999999982 0.096055000000000015 -0.063614999999999991 -0.025139999999999999 -0.0026499999999999996 0.076335000000000014 0.085835000000000009 -0.48072499999999996 0.10433000000000002 -0.080134999999999984 0.10096000000000001 0.15608500000000003 -0.072804999999999981 0.67964000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 8 11 10 25 20 -13 -14 16 -16 -15 -17 -18 -20 21 22 -1 24 -21 -6 27 28 -27 -30
right_child=4 3 -4 -5 9 -7 -8 -9 -10 -11 -12 12 13 14 15 17 18 -19 19 23 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0033238226563749129 0.0029347524753052961 -0.0032840520602622214 -0.0022274395040306804 0.003363293669577906 0.0033560597300466475 -0.0010532311724903622 -0.0033023497525932282 -0.0025418955047676536 -0.0028814293536065069 0.0032733866246341978 -0.0029806815378721303 0.0017005372878518474 0.0025629015417056953 -0.0014585869575951388 -0.0031861193804542149 0.001089875620650401 0.0025149377625526301 -0.0033350893925004621 -0.0031400649732681025 -0.003366490577477536 -0.002713799315585299 0.0035015333930634896 0.0022784242891847094 0.0014998111714345757 0.0033695213621368941 0.00071146790658027138 -0.003488152068322297 0.0034654014932357907 -0.0011315471105731313 0.0026764129780406445
leaf_weight=0.41897552253794856 1.0381779645686036 0.71911329077556807 0.88946753347409035 0.085889299400150776 0.244106383062899 0.44065635034348805 0.31073307123733762 0.49806270934641439 0.38102816470200274 0.29564289742847893 0.34771937876939762 1.6861133796046432 0.64544906903756238 0.94050594937289123 0.92713961840490178 0.87362242411473479 0.94035401439759914 0.2548807101265993 0.30526292300783131 0.38276816601865071 0.65486785536631476 0.23597732931375504 0.2698216917924583 1.4595753737085098 0.18386105378158391 3.2097493878682135 0.26447877660393704 0.30316799547290418 2.6497634529951024 0.21006822760682542
leaf_count=69 280 578 280 3 14 29 65 319 194 66 24 77 36 99 752 66 56 94 6 58 25 5 13 123 5 192 11 33 319 19
internal_value=0 -0.000455357 -0.000316174 -0.00257482 0.000367502 0.00174643 -0.000166644 -7.85315e-05 3.76509e-05 9.65003e-05 -3.34231e-05 0.000146918 0.000374932 5.16296e-05 -0.000206971 -0.00138735 0.00036906 9.04648e-05 0.000894429 0.000240827 -0.00109438 5.23916e-05 -0.00112926 0.000750184 -0.00118078 0.000115504 -3.67812e-06 0.000140933 -2.51202e-05 -0.000851834
internal_weight=0 13.0635 12.2585 0.805003 9.00353 1.47883 11.369 11.0583 10.5602 7.5247 7.22905 10.1792 8.59953 6.91342 6.26797 2.05564 4.21233 1.1285 3.27182 2.33147 1.57964 0.924775 0.688797 2.0262 0.566629 6.88133 6.63723 6.37275 6.06958 2.85983
internal_count=3910 2923 2342 581 987 309 2062 1997 1678 678 612 1484 1372 1295 1259 912 347 160 248 192 112 87 82 186 63 588 574 563 530 338
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=1 3 3 47 52 52 15 13 3 106 43 15 151 15 160 0 14 48 12 47 2 43 15 159 2 0 15 0 42 160
split_gain=1.66631 0.892011 1.09221 0.813524 1.03639 0.834209 0.646491 0.685623 0.616231 0.557993 0.524448 0.479717 0.674764 0.59963 0.473985 0.465911 0.538695 0.591632 0.525848 0.433538 0.4668 0.591647 0.60495 0.41963 0.395623 0.409381 0.523151 0.522601 0.364484 0.511354
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 0.09252500000000001 -0.27466499999999994 0.12539500000000003 0.035895000000000003 -0.071149999999999977 0.16699000000000003 0.092305000000000012 -0.024279999999999996 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 -1.0000000180025095e-35 -0.15007499999999999 -1.0000000180025095e-35 0.12862000000000004 0.12667500000000001 0.085165000000000018 0.11635500000000001 0.093240000000000017 0.079360000000000014 -0.094429999999999986 -0.0050599999999999994 -0.037619999999999994 0.05377500000000001 0.12007500000000002 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 28 4 -2 6 9 -8 10 15 14 12 13 -4 -5 16 -6 -18 -17 20 21 22 -1 -7 -13 26 -26 -27 -3 -30
right_child=3 2 11 8 5 23 7 -9 -10 -11 -12 24 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00037891438012514577 -0.001663822156114748 -0.0018466265781600919 0.00059545281249450365 -0.0014337824453472818 -0.001196305955155608 0.00060826739522232699 0.0016656363133536172 -0.00080945337672920156 0.0012980318885564513 -0.0010102581780358981 -0.0011258340034648996 -0.0013754068906313207 -0.0015825999229271291 -0.0014513884312474272 0.00047067478458230524 0.0016348761414390221 0.0014934606828446841 -0.00079176626495184145 -0.0001369852174993015 0.0014325103579584557 0.0015749825894871869 -0.0021081507526311523 -0.0018465418347646415 -0.0011200225603824531 0.0015400502986512015 -0.0018909837716195919 -0.00020324597726225979 0.00033005024217117203 -0.0018337384482488711 -0.00061410719615606017
leaf_weight=2.5343373697251117 0.69286655192263502 2.0630609505460642 1.5081556672230365 0.55701300804503295 0.50064565427601371 0.75448508840054263 0.51007864740677167 1.3672736393054936 0.68887868081219483 0.41764304158277887 2.5245186281390479 0.49605208728462447 1.6793101145885883 0.69353490439243648 1.9606118670199064 5.0211560502648354 1.4918897878378592 0.50276863574981678 0.62518379651010025 0.78694733465090383 0.51467684004455794 0.50479037512559433 0.48265186790376891 1.2208830617601059 1.4121820190921428 0.50494368677027157 0.95968113350681949 1.1582558811642227 1.5796198730822686 4.1098780079046229
leaf_count=96 127 803 34 40 8 71 22 94 27 20 106 21 116 31 83 413 85 9 29 25 8 21 79 53 30 45 42 18 569 785
internal_value=0 -0.000492122 -0.000697292 0.000254313 0.000504701 0.000625753 0.000831239 -0.000136969 -0.000318238 0.0010436 -0.000539059 -0.00024266 -0.000712762 -4.93044e-05 4.93223e-05 0.00114896 0.000493358 0.000917452 0.00143869 0.000195464 -4.57102e-05 -0.00028256 2.28904e-05 -0.000459908 0.000159993 0.000348749 0.000834694 -0.000344251 -0.0011906 -0.000952723
internal_weight=0 20.9881 16.1647 18.8359 13.1049 12.412 10.4366 1.87735 5.73102 8.55929 5.04214 8.41212 3.881 2.20169 2.51762 8.14164 2.4953 1.99466 5.64634 4.8234 4.03646 3.52178 3.01699 1.97537 4.53111 4.03506 2.37186 1.6632 7.75256 5.6895
internal_count=3910 2723 2494 1187 931 804 680 116 256 564 229 337 181 65 123 544 102 94 442 229 204 196 175 124 156 135 72 63 2157 1354
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=1 0 47 15 1 123 0 1374 457 393 457 39 0 1 3 157 42 123 43 42 42 133 51 142 48 160 157 0 1 42
split_gain=0.32712 0.392726 0.281737 0.420724 0.374786 0.342372 0.339624 0.270846 0.292848 0.27269 0.265002 0.287756 0.270606 0.421766 0.346281 0.257793 0.270899 0.365642 0.354949 0.311379 0.297131 0.443509 0.25565 0.337068 0.243996 0.408788 0.360214 0.237132 0.226689 0.271947
threshold=0.076710000000000014 -0.084074999999999997 0.086425000000000016 0.083185000000000023 0.11026000000000001 0.085195000000000007 -0.10303999999999998 -0.095439999999999983 0.09037000000000002 0.08407000000000002 0.087195000000000009 0.085060000000000011 -0.087899999999999992 0.10373000000000002 -0.12817999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091310000000000016 -0.078454999999999983 1.0000000180025095e-35 0.084935000000000024 1.0000000180025095e-35 0.11024000000000002 -0.073359999999999995 0.086065000000000016 -1.0000000180025095e-35 -0.028954999999999998 -0.14808999999999997 0.12811000000000003 -0.10298999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -6 -2 9 10 11 12 24 14 -14 -3 17 -17 20 -20 -18 -22 23 -15 25 26 -9 -26 29 -4
right_child=2 15 28 4 6 -7 -8 8 -10 -11 -12 -13 13 22 -16 16 18 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0016679945883508571 -0.001128231297048762 -0.00307062702824889 0.0025465934843803889 -0.0027975228625546421 0.0025999679131825902 0.0026739330653032098 -0.0015401975724728745 0.0016095753700006033 0.002448617081646997 0.0030405703205739379 -0.0024464090998957814 0.0026364345724246446 0.00045829795939878913 -0.0032550015028499548 -0.0029177637402459868 -0.0030433260906666329 0.0029630669098319228 0.0019784827134514231 5.3877767840948361e-05 -0.0030364575727490468 0.001646934588188867 -0.0030886570032371292 -0.0028191747526789841 0.0021526218840114894 -0.0016221101943663004 0.0023704418473147284 -0.0017202879391076287 0.0017463527405778818 0.00050208464377650994 -0.0012330014194630195
leaf_weight=2.2582533133390834 0.84806423354893556 0.2556509039714 0.1824248323682699 0.64526801797910482 0.32676407683175057 0.6876679665292621 0.38933117256965488 0.58801998192211613 0.73769680177792896 0.34900857909815375 0.29559540399350215 0.49878692062338803 0.41637248074402677 0.11902381596155465 0.7879026333394068 0.49628346214012697 0.65884553873911522 0.17614633124321699 1.8682916795369258 0.34657914660056111 0.6223181648820173 0.24799027194967493 0.14684005861636251 0.78501508687622823 0.60010543430689722 1.3756263411487417 0.57724563358351633 0.27247254259418685 1.3465411218930965 2.6540603937755796
leaf_count=1009 33 129 8 418 15 179 46 26 63 40 14 103 60 2 139 413 26 5 44 284 23 75 14 148 38 90 59 33 79 295
internal_value=0 -0.000642703 0.000147052 0.000409998 -0.0011424 0.000642609 0.000349017 0.00047627 0.000656505 0.000462431 0.000323209 0.000455953 0.000264091 -0.000540824 -0.00175051 -0.00014713 2.20993e-05 -0.00172784 0.000336389 -0.000429693 0.001446 0.00029755 0.000845435 0.00144067 0.000795868 0.00126502 -3.99619e-05 -0.000570269 -0.000509636 -0.000989922
internal_weight=0 6.93036 14.6298 10.4468 1.36136 9.08544 0.716095 8.39778 7.54971 6.81201 6.46301 6.16741 5.66862 2.25515 1.20428 4.67211 4.41645 0.67243 3.74402 2.21487 1.52915 0.870308 1.05088 0.904039 3.41347 2.54089 1.16527 0.872578 4.18303 2.83649
internal_count=3910 2008 1902 1520 479 1041 61 862 829 766 726 712 609 363 199 999 870 418 452 328 124 98 164 150 246 175 85 71 382 303
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=39 3 133 484 51 52 0 0 48 1 147 159 133 39 3 14 15 1 9 15 160 160 457 4 15 0 4 4 12 49
split_gain=1.33636 1.36034 0.99479 0.933603 0.906257 0.836632 0.864962 1.40177 1.27443 0.743862 0.741328 0.721042 0.675734 0.689227 0.673024 0.639389 0.788669 0.903453 0.636649 0.603822 0.561514 0.694359 0.537118 0.432944 0.424587 0.616085 0.419061 1.1018 0.385419 0.374645
threshold=0.005105000000000001 0.31335500000000011 0.10681500000000001 -0.0043499999999999988 -0.40274499999999996 -0.42985499999999993 -0.074249999999999997 -0.10575999999999998 0.12675000000000003 0.11353000000000001 0.10058000000000002 -0.034019999999999988 0.085835000000000009 0.083240000000000022 0.16699000000000003 0.073890000000000011 -0.085919999999999982 1.0000000180025095e-35 -0.016839999999999997 -0.03231499999999999 0.031805000000000007 0.088095000000000021 -0.0015249999999999997 -0.51381999999999983 0.099325000000000011 0.10302000000000001 -0.084009999999999987 -0.08422499999999998 0.10371500000000002 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 15 12 -1 -8 13 -6 18 16 22 -18 -9 28 26 -22 -7 -21 -25 -26 27 -20 -13 -24
right_child=4 -3 -4 5 9 6 11 14 -10 -11 -12 19 -14 -15 -16 -17 17 -19 20 23 21 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015959180754564035 -0.0020109329801295964 0.0017563492631640265 -0.0018679625833549771 -0.0016739908389019316 0.001996625641617357 -0.0015721411397753952 -0.0019575323959118737 0.0024473020226654036 -0.0020715956598442824 0.0015467664809423539 0.0020699293840570807 0.0016452117631497527 0.0012890753722299593 -0.00065778409986497872 0.0020434713696224631 -0.0015318578982241881 -0.0007118848585208489 0.0014682801545389261 -0.0015250719282583029 -0.0012238515268784317 0.0012015608371785508 -0.0019257616986071947 0.00086216418564619038 0.00056099756340869745 -0.0017867051010279967 0.001872803194808085 -0.0017656548824974666 0.0030305156132021931 0.00027669606856074204 -0.00022752093291758288
leaf_weight=2.7109085400588806 0.45881271432153869 1.1250687958672632 1.5366910304292094 1.3289198195561756 0.41429725824855212 0.7744857231155019 0.46965539024677028 0.17278599739075495 0.95500962133519429 2.6522060676943511 0.21583666652441014 1.978152452502399 1.5380250967573372 2.4562595671741292 0.24656587233766902 0.70299765479285348 0.87996725342236448 3.1715521877631545 0.79819543089251965 0.77931831264868279 0.66657474753446855 0.41904622863512486 1.6947678122669438 4.1038947955239635 0.67622899764683086 0.22127440758049488 4.3634055143920607 0.25350890308618612 1.1971694390522314 3.5148671112256142
leaf_count=510 20 123 502 285 13 24 43 1 34 215 3 72 89 122 9 51 39 96 237 20 24 65 38 111 81 4 911 8 53 107
internal_value=0 -0.000302986 -0.000371468 -0.000300261 0.000581659 -0.000198082 -0.000128132 -0.000366062 3.582e-05 0.000750126 -0.00132558 0.000341731 0.000270867 -0.000274683 -0.00104517 0.000223237 0.000346182 0.000994761 -0.00115928 0.000462305 -0.00125515 -5.57567e-06 -9.29357e-05 9.59547e-05 0.000301607 -0.000884474 -0.00150566 -0.000426967 0.00112925 0.000126969
internal_weight=0 34.9568 33.8318 32.2951 7.5196 29.3683 28.0394 18.6137 11.6936 7.06079 2.92675 9.42569 4.40858 2.87056 6.92008 10.7386 10.0356 4.05152 6.67352 8.95604 6.50073 1.08562 5.98412 5.78072 5.0014 0.897503 5.41511 1.0517 3.17532 5.20963
internal_count=3910 3451 3328 2826 459 2313 2028 1644 389 439 513 384 224 135 1255 355 304 135 1246 341 1245 89 169 216 196 85 1156 245 125 145
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=4 11 1456 151 403 480 1212 457 453 14 376 3 15 3 1374 159 47 31 0 3 16 42 43 3 15 48 4 16 4 48
split_gain=0.322401 0.420164 0.348396 0.316981 0.310572 0.291572 0.280441 0.256989 0.246676 0.240549 0.243483 0.379296 0.360326 0.319734 0.279703 0.294606 0.346072 0.275901 0.311126 0.547423 0.331597 0.288029 0.342725 0.402836 0.481166 0.38469 0.28726 0.255453 0.225939 0.216945
threshold=0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.27336999999999995 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 0.087350000000000011 0.090755000000000016 0.08840000000000002 0.048375000000000008 -0.0026499999999999996 -0.11739999999999999 0.30601500000000009 0.09309000000000002 0.10856 0.10783500000000001 -1.0000000180025095e-35 -0.10783 -0.12008499999999998 -0.015314999999999997 -1.0000000180025095e-35 -0.078454999999999983 -0.078669999999999976 0.041585000000000004 0.086870000000000017 -0.14301 -0.51054499999999992 -0.023499999999999997 -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 8 -2 -4 6 -6 -3 -1 10 12 -12 27 14 15 16 17 -14 20 26 -19 -21 23 24 25 -23 -20 -8 -22 -5
right_child=3 7 4 29 5 -7 9 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 19 21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032291376940183501 -0.0032902770984093365 -0.0037365774781942945 -0.0036858382649109498 0.0037231493018948002 -0.0036944072205085231 -0.0037017924684122874 0.0033053702520903245 0.0029256288143498549 0.0038476401942137183 -0.003405085542177898 0.0031009961970407431 -0.00048328128428357076 0.0039495916994931974 0.0037144063877664114 -0.0037775999361116027 -0.0028198436249577052 0.0023330107164507047 0.00010506946186990215 0.0023220831145325358 -0.0034416324691799419 -3.1350410666167315e-05 -0.0037354143351807476 -0.0018576259615638348 0.0029432541371583608 0.0025762858094698898 0.0015051187801209175 -0.00079544292254823208 -0.002691070102700476 0.0035737841632307648 0.00082028973547083623
leaf_weight=0.72418517494225554 0.23106714070308987 0.6859077678527673 0.31800803051738569 0.39313949336065057 0.26541586351232105 0.28484074080188371 0.10696034133434296 0.08820449304766953 0.073206897126510739 0.2575828331755482 0.9046315771411173 0.71231436287052996 0.24293787369969422 0.33746205538045693 0.24742106840130951 0.42853962857043448 1.0123290433839436 2.5557282255904288 1.1431130417622624 0.65176062831596748 0.33409549435600638 0.66079623065888859 2.0120176158816148 0.5575577520939986 0.40238192651304416 0.26485966827021912 0.61285223276354184 0.9269674455281407 0.78833405941258916 2.994278232217765
leaf_count=357 20 170 432 66 260 203 6 5 2 27 105 26 20 59 36 99 63 117 33 456 15 223 400 55 40 23 31 133 42 386
internal_value=0 -0.000330936 -0.00020918 0.000873188 -9.12666e-05 -1.8508e-05 4.95035e-05 -0.00297747 -0.00257943 0.000115048 0.000175889 0.00152201 1.20636e-05 0.000187825 8.79415e-05 0.000169916 0.000283917 8.10739e-05 -1.30624e-05 -0.000508426 0.000836123 -0.00118098 -0.000802951 0.000322435 -0.000777878 -0.00223593 0.00123403 -0.00207074 0.0025007 0.00115719
internal_weight=0 17.6004 16.8263 3.61848 16.0289 15.7109 15.4261 0.774112 0.797392 15.1606 14.9031 1.61695 13.2861 12.2522 11.9147 11.6673 11.2388 10.2264 9.9835 6.30534 3.67816 4.54937 3.89761 1.8856 1.32804 0.925656 1.75597 1.03393 1.12243 3.38742
internal_count=3910 3438 3263 472 2904 2472 2269 175 359 2009 1982 131 1851 1712 1653 1617 1518 1455 1435 1261 174 1197 741 341 286 246 64 139 57 452
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=4 12 3 48 3 49 133 133 0 160 16 50 13 0 4 158 52 3 1429 16 16 16 48 147 52 2 15 474 52 49
split_gain=2.10876 1.33233 0.955462 0.95154 0.768434 0.748343 0.757414 1.0556 0.783617 0.728875 0.685827 0.659734 0.558124 0.688093 0.671965 0.552826 0.732871 0.68604 0.552026 0.683421 0.67955 0.5366 0.516162 0.732646 0.568465 0.602102 0.545307 0.482844 0.575837 0.478045
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 0.11930500000000001 -0.013944999999999997 -0.081629999999999994 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -1.0000000180025095e-35 0.10994000000000002 0.11901000000000002 0.10741000000000002 -0.068039999999999975 -0.0058549999999999991 0.094245000000000009 -0.42985499999999993 -0.069414999999999991 0.084965000000000013 -0.17157499999999998 -0.30307999999999996 0.0015250000000000001 -0.09386499999999999 0.088035000000000016 0.18936500000000003 0.097940000000000013 -0.12507499999999996 0.084655000000000022 0.071660000000000015 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 11 12 9 7 8 18 -3 22 -2 13 14 -1 16 -10 -18 19 20 -7 -14 -6 24 25 27 -27 28 -24 -11
right_child=3 2 -4 -5 10 6 -8 -9 15 29 -12 -13 21 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0007330357224241853 0.00090539305075798776 -0.0014118472455639797 0.00038797838498127616 -0.00066861752237388399 -0.0014834841668098617 -0.0014126246152061659 -0.0013643088994374909 0.0013184037054687788 -0.001394913759651099 8.3641205863117624e-06 -0.00083818140601997428 -0.00080649450118451473 -0.0009077604348362798 0.001406241810995662 -0.0012991915779168061 -0.0014378067421032046 0.00052931241829478617 -0.0012853410886782544 0.0010975257910670563 -0.0013219919482068553 0.00040952478100553832 0.00056264090204557636 -0.00056431816746767391 0.0014429845615974554 -0.0011702571319835479 -0.00053184526766305814 0.00074074299790746702 0.00074755271702881855 0.00081778684528627352 0.0014702848125925203
leaf_weight=1.0286112085450438 5.559695793548598 0.53722172963898662 2.0035514114424577 1.0221060977783052 0.4480834030546238 0.63369859755039204 3.0016876542940727 0.53060556238051582 0.61658352916128967 1.6852546755690132 2.4090178799815467 0.4657154632732271 0.89983379654586304 1.7180118253454593 0.44491267995908867 0.61085680034011591 2.6266084323870023 0.46862687612883291 0.23614930873736728 4.7082281386246905 1.0187347159953795 1.0004806860815731 4.5924702573101914 0.65827702404931265 0.81165888160467226 0.82053068559616837 2.9662446258589625 0.82211598427966226 0.65784441307187069 0.57183588994667522
leaf_count=44 370 58 31 38 14 50 951 17 120 71 135 18 35 72 24 44 78 66 19 1196 21 26 149 27 41 28 119 21 17 10
internal_value=0 -0.000257984 -0.000515097 0.000563988 -1.25106e-06 -0.000620011 -0.000746561 -0.000584616 -0.000677089 3.44923e-05 -0.000166508 0.000773078 0.000459165 0.000812124 0.000119429 -0.000219869 -1.94325e-05 0.000254569 -0.00097669 -0.0010537 -0.000289259 -0.000133621 -2.91175e-05 2.84047e-05 -5.88596e-05 3.26362e-05 0.000464994 -0.000236983 -0.000391146 0.000378743
internal_weight=0 38.5277 19.2496 7.04752 19.2781 17.2461 14.4518 11.4501 10.9195 2.79431 14.1862 6.02541 5.09185 3.19154 1.47352 4.32268 3.71182 3.09524 6.59681 6.36066 1.65243 1.90031 11.7772 11.3291 10.6709 9.85921 3.78678 6.07243 5.25031 2.25709
internal_count=3910 3484 2732 426 752 2701 2562 1611 1594 139 551 388 201 140 68 308 264 144 1286 1267 71 61 416 402 375 334 147 187 166 81
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=15 474 50 421 150 484 11 403 456 475 155 159 403 1373 447 15 48 1374 52 160 160 9 1 47 52 9 42 51 43 43
split_gain=0.306506 0.31959 0.31991 0.367755 0.296149 0.44519 0.418929 0.411727 0.339092 0.331724 0.329732 0.315847 0.279555 0.260147 0.29064 0.493134 0.278294 0.503573 0.313403 0.294764 0.251009 0.243813 0.233953 0.322 0.369596 0.324833 0.347149 0.340879 0.303732 0.286453
threshold=-0.26361999999999991 -1.0000000180025095e-35 0.11843500000000001 1.0000000180025095e-35 0.082085000000000019 -0.0043499999999999988 0.08776500000000001 -1.0000000180025095e-35 0.087055000000000007 -0.086424999999999988 0.088505000000000014 0.10519500000000001 0.09389500000000002 0.098665000000000017 0.088810000000000014 -0.073314999999999991 0.095090000000000022 -0.094679999999999986 -0.090304999999999983 0.08234000000000001 0.11970500000000002 -0.016839999999999997 0.12811000000000003 0.120245 0.11401500000000002 0.084755000000000011 -0.10770999999999999 0.083165000000000017 -0.18906999999999999 0.24789500000000006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 9 10 -7 11 12 21 14 15 16 17 -6 -19 -20 -17 -9 23 24 25 26 -23 29 -26 -28
right_child=4 2 -4 -5 13 6 -8 8 -10 -11 -12 -13 -14 -15 -16 20 -18 18 19 -21 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0040991020531133161 -0.0031470481378358863 0.0029196403738582762 -0.0020413381688557325 -0.0038037602265203504 -0.00391432823000712 0.0036087369542705623 -0.0035187044400380014 0.0038491217357653922 -0.0030686177115729647 -0.0031559377390520831 -0.0036804407113638646 -0.002882500388292181 -0.0030282924717873645 -0.0033959897103941084 0.0033722564997341574 -0.0019518794907077322 0.0034878348292225621 -0.0014915270404139169 -0.000590142823762972 0.0031544852547852973 0.003137000152284946 -0.0029664887426822722 0.0017434351456544609 -0.0032990783948390911 0.0029681307627138064 -0.0035534432167984653 0.0013153441982016688 -0.0016681254508574739 -0.0025884193951096761 -0.0019821062881888452
leaf_weight=0.13403919129632402 0.80112793594890064 1.3315060595050479 0.25333224772475649 0.1164948297664522 0.27409972762689006 0.10662803560262546 0.53165427400381382 0.26465009653474325 0.46789472052478309 0.91065857314970411 0.29842315182031676 0.42502683433122079 0.32083816637168716 0.21217761246953148 0.48393291427055363 1.1916384171636303 0.59241425484651689 0.39604442875133838 0.37697459699120361 1.0415627597831187 0.14293651562184084 0.32839600789883938 1.3217985640512768 0.35111148358555588 0.15166747631155886 0.2473209942691027 5.7601826378522665 0.63908683470799577 0.88756456944975048 0.36912344538723108
leaf_count=4 555 274 22 2 11 6 102 34 70 804 136 94 247 23 76 180 41 31 50 67 8 66 73 44 8 47 438 72 239 86
internal_value=0 0.00129555 0.00172057 0.00237873 -0.000257684 -0.000519525 -0.000362226 -0.000231634 -4.11892e-05 -0.00244689 8.34473e-05 0.000184943 0.000307456 0.000530498 0.000715651 0.0003955 0.00129266 0.000670039 0.00136253 0.00215935 -0.00140685 0.000411152 0.000320675 0.000105366 0.000247951 0.000534562 0.000677027 0.000853807 -0.00177749 0.00111676
internal_weight=0 1.83537 1.70133 1.448 18.8949 14.1832 13.382 12.8504 11.8331 1.01729 11.3652 11.0668 10.6417 4.71178 4.4996 4.01567 2.6811 2.08868 1.81458 1.41854 1.33457 10.3209 10.0563 8.73445 8.38334 7.34411 7.09679 6.76839 1.03923 6.12931
internal_count=3910 302 298 276 3608 3121 2566 2464 1654 810 1584 1448 1354 487 464 388 200 159 148 117 188 1107 1073 1000 956 709 662 596 247 524
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=1455 1 14 42 156 160 42 474 44 124 4 47 2 13 106 1 48 1374 4 484 12 2 0 3 39 3 13 47 16 39
split_gain=0.283686 0.281629 0.292499 0.283007 0.438213 0.275927 0.282409 0.260235 0.248645 0.28705 0.24677 0.243141 0.242027 0.236231 0.218796 0.306839 0.381269 0.357501 0.348309 0.343301 0.240472 0.271045 0.297049 0.382834 0.378984 0.313946 0.316555 0.238511 0.215913 0.200953
threshold=-1.0000000180025095e-35 0.11561500000000001 0.077685000000000018 -1.0000000180025095e-35 0.013700000000000002 -0.098319999999999991 0.11315500000000002 -1.0000000180025095e-35 0.081710000000000019 -0.086804999999999979 0.50657000000000008 0.11669500000000001 0.096540000000000015 -0.085414999999999991 0.092305000000000012 0.094695000000000015 0.12862000000000004 -0.094679999999999986 -0.17479499999999998 -0.065229999999999996 0.10058500000000002 0.091985000000000011 -0.12329499999999999 -0.08348499999999999 0.005105000000000001 -0.084129999999999996 0.076210000000000014 0.093315000000000023 -0.23935499999999996 0.15608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 -5 7 -7 9 -9 13 14 -2 -3 15 17 18 -11 -17 -19 21 22 -21 25 -25 26 28 -20 -24 -15
right_child=1 10 -4 5 -6 6 -8 8 -10 11 -12 -13 -14 29 -16 16 -18 19 27 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031213756657802166 -0.0032498821833713649 0.0018435095175181634 -0.0027441043667495325 -0.0018567270892101313 0.0017549018964324707 -0.0035516797736710108 -0.0029349441182647683 0.0032411771422186288 -0.0032701472365631442 -0.0035054743113679676 0.0033373141283058435 -0.0029181566317151527 -0.00058469251578065402 -0.0003285044093115035 -0.0027325136931076023 -0.0027013081100437913 -0.0021986533143710497 -0.0033746700693155162 0.0025241183096659384 0.001164020403794796 -0.0016882683308837014 0.0013108792804620273 0.0029140316711740882 -0.0033773461004549107 0.0018996434063493204 0.0033071944938148122 0.0029129816467776356 0.00027167413602608277 -0.0023886777734966414 0.0026753821537712601
leaf_weight=0.33621152171690738 0.90776069574349161 1.0026804940425793 0.50238413669285442 0.82101606551441264 0.39589713013265271 0.19838591890583934 0.32173550172592591 0.36263963929376863 0.21318154333857897 0.30219042711540911 0.35994667024351645 0.26028574406518679 0.63590884041332174 2.4912859683972779 0.25138186477124769 0.19005276856478381 0.31642205663956691 0.28703402746758389 1.9880550244415647 1.3049186373827919 0.59449172939639527 2.679797245276859 0.097924291389063001 0.79070784292711183 0.18415325554087758 0.30608048452995162 0.21892033889889717 0.69677668879739929 0.60450313024921343 0.27100530185271043
leaf_count=189 666 120 118 307 70 109 220 61 23 46 179 42 211 218 5 50 8 271 196 54 55 157 6 337 8 16 6 25 115 22
internal_value=0 -5.22408e-05 -0.000257769 -0.000174107 -0.00135451 2.13299e-06 0.00012754 0.000210703 0.000274775 0.000340854 0.000716705 0.000245875 -0.00215197 0.000466164 0.000322035 0.000394735 0.00125287 2.31886e-05 0.00163276 0.000174044 0.000324247 0.000517624 -8.84882e-05 -0.000830635 -0.00238051 0.000400325 -0.000565365 0.00193956 -0.00164944 -3.37965e-05
internal_weight=0 19.5575 15.4326 14.9302 1.93957 12.9907 12.1696 11.8479 11.6495 11.4363 4.12492 11.0737 1.54367 3.76497 10.8134 10.562 3.19131 7.37072 2.87488 7.06853 6.7815 6.18701 3.50721 2.20229 0.974861 1.22743 0.921348 2.68483 0.702427 2.76229
internal_count=3910 3721 3182 3064 947 2117 1810 1590 1481 1458 539 1397 877 360 1355 1350 279 1071 271 1025 754 699 542 488 345 143 127 221 121 240
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 39 3 51 16 3 2 48 51 2 13 0 3 16 0 9 16 42 13 43 4 15 157 46 105 122 457 457 42
split_gain=1.44371 0.947082 0.867046 0.844854 0.771751 0.764157 0.762772 0.784755 0.891273 0.712017 0.638652 0.743061 0.701523 0.60352 0.600652 0.840488 0.6584 0.582924 0.498729 0.514918 0.510144 0.55344 0.477822 0.473587 0.466934 0.543721 0.472218 0.439704 0.815666 0.433805
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.30601500000000009 -0.40274499999999996 0.066275000000000014 -0.22254999999999997 0.089910000000000004 0.12675000000000003 0.13741000000000003 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 -0.084129999999999996 -0.17157499999999998 -1.0000000180025095e-35 -0.016839999999999997 0.67964000000000013 0.091955000000000023 -0.5337599999999999 -0.52334499999999984 0.15045000000000003 -0.11739999999999999 -0.077849999999999989 0.092020000000000005 0.078475000000000017 0.089350000000000013 0.084715000000000013 0.085230000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 14 -9 -10 13 12 -12 -1 22 16 -16 -7 19 -3 -20 -22 -8 -18 25 26 -6 -13 -29 -21
right_child=2 18 4 -5 24 17 7 8 9 -11 11 27 -14 -15 15 -17 23 -19 20 29 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010314643329241001 0.0012785369240960313 -0.0016351652003325065 -0.0015617307359304792 0.0011421698780595892 0.0012130327566608561 -0.0010845226509914084 -0.00065658655218633758 0.00049403407543595161 -0.0016186657385157425 0.00050362727762360475 -0.0014059192253718751 -0.0014881836790668918 0.00057046034509887131 0.00064202377001609193 0.0017251704286886038 0.0015309000629790774 7.2794534368034042e-05 0.0011517169255259307 0.0012139002875895723 -0.00062579159264878985 -0.0015640897989228346 0.00099668835756910922 0.00060199894330562531 -0.0014312840655562329 -0.00083134492569545391 -0.00061055166198304203 -0.00038933483393539114 0.0013563582118699513 -0.00149049247431293 0.00044593455039720431
leaf_weight=0.78811023349408049 0.96029797021765873 0.3346828669309615 0.32830193173140276 1.2297329097054888 3.906278161564841 2.3734096647240217 1.1181611847132447 6.0580046074464917 0.88058808795176424 0.55996070057153702 0.61315752519294608 4.1187378549366285 1.0632262936560408 1.1439256620360518 0.17752410843968824 0.30020452616735482 0.54251323139761121 0.28244224190711964 0.23232984170317639 1.0054809964494777 1.1240775362821294 0.21822449727915216 1.5706483658868866 2.7564014231320439 0.36875020340085018 0.47364559350535262 0.44344520289450873 0.3619336828123777 0.54770291456952691 4.3814219248015425
leaf_count=164 43 4 10 138 324 276 23 197 37 15 43 1374 48 68 2 10 47 13 3 117 154 9 41 496 11 15 12 8 83 125
internal_value=0 -0.000456296 0.000113519 -3.69693e-05 0.00062628 -0.00011945 9.96837e-06 -7.72705e-05 0.000246647 -0.000793702 -0.000786041 -0.00100084 -0.000152424 -4.06204e-05 -0.000452946 -0.000831389 -0.00103538 -0.000846705 -6.59639e-05 0.000135862 -0.000799318 -0.00114777 7.86069e-05 -0.00118394 0.00076463 0.000886644 0.00104967 -0.00128369 -0.000357764 0.000245894
internal_weight=0 15.933 24.3303 18.8099 5.52042 17.5802 14.9243 13.964 7.49855 1.44055 8.63679 6.70476 1.67638 1.93204 6.46545 3.77664 3.47644 2.65585 7.29622 5.72159 1.57463 1.3423 2.68881 3.29891 5.19212 4.82337 4.34972 5.02837 0.909637 5.3869
internal_count=3910 2200 1710 1338 372 1200 911 868 249 52 1788 1556 91 232 619 555 545 289 412 246 166 163 64 543 362 351 336 1465 91 242
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=52 133 1 133 13 50 12 2 3 12 40 3 48 51 4 156 457 9 12 0 16 11 3 3 15 38 0 3 12 16
split_gain=0.282298 0.345903 0.285734 0.284315 0.282442 0.267461 0.28267 0.266011 0.344997 0.261989 0.429406 0.301781 0.298334 0.276796 0.227768 0.310056 0.298511 0.33302 0.277313 0.301759 0.317412 0.270505 0.260194 0.524875 0.283549 0.218354 0.213557 0.292266 0.229007 0.32032
threshold=-0.42985499999999993 -0.26719999999999994 0.10113500000000002 0.10681500000000001 -0.10241499999999999 0.086465000000000014 0.099680000000000005 0.097940000000000013 -0.115685 -0.041094999999999993 0.34489500000000001 0.16699000000000003 0.12675000000000003 0.13741000000000003 -0.076854999999999993 0.090135000000000007 0.082870000000000013 -0.016839999999999997 0.093125000000000013 -0.13506999999999997 -0.014099999999999998 0.080320000000000016 0.090325000000000003 -0.0026499999999999996 -0.033649999999999992 0.13905500000000001 -0.18087499999999998 0.090325000000000003 0.11655500000000001 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 8 -3 10 -4 12 26 -14 15 21 17 -16 19 20 -19 -6 23 24 -18 -5 -11 28 29 -28
right_child=1 2 9 25 5 -7 -8 -9 -10 11 -12 -13 13 -15 16 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025109691657072288 -0.003102689615452835 0.0022637339462015476 0.0025651532633661485 -0.003541516084716357 0.0012757325724368485 -0.0029812837560891964 -0.0034031667039512662 0.0021605141578756272 -0.0019863762127441146 0.0019916391398888322 -0.0035583728704432238 0.0028410460633536247 -0.0033407012949004155 0.00029175814349341895 0.0037159821673212285 -0.0035311588457868706 0.0023286130396401967 -0.0016816503131195082 0.0012119855240794774 -0.0029966547422357894 0.0027780184645043553 -0.0034944118788005716 0.0023270624923276391 -0.0037428175524110451 -0.0018487194206656245 0.0036687514155376039 -0.0021137840482526931 -0.0017266789907053395 -0.0012993443074909205 0.0015064411366104737
leaf_weight=0.56404930580174806 0.42745514499256643 0.36970623224624444 1.2469042065204119 0.47612723388010714 2.260724886276881 0.47916527862253122 0.33983413240639482 1.052576233516447 0.59098302846542095 0.81628318852744897 0.15310776792466629 0.49170913896523405 0.54716975451447047 0.45963969128206372 0.14907692000270545 0.19646225014002983 0.62119086668826629 0.73474366922164336 0.36906658341467835 1.4559977140743086 0.2563481498509691 0.1510182266938499 0.59766897675581265 0.39488352951593686 0.28102905213017948 0.055884160101413727 0.33652184461243484 0.86043597478419531 0.63853238796582434 2.1532058370066816
leaf_count=353 227 44 323 468 532 353 116 32 43 66 8 85 40 30 6 40 52 71 105 486 10 23 25 18 66 1 13 33 50 191
internal_value=0 -3.36809e-05 3.7093e-05 -0.000324209 -0.000197156 -0.000478799 -0.000325226 0.000962172 -0.000350788 0.000545147 0.00189547 0.000245238 2.56182e-05 -0.00168237 -0.000185167 0.000637458 -0.000626643 -0.00131028 -0.00157635 -0.00199689 -0.000528147 0.000977036 0.000443222 -0.000424799 0.00102743 -0.00278413 0.000383501 5.4397e-05 0.000544287 0.00101712
internal_weight=0 18.9635 18.536 10.8325 10.3005 8.28721 7.80804 2.01327 0.960689 7.70351 1.40001 6.3035 5.81179 1.00681 7.46821 2.60821 4.86001 2.96523 2.81616 2.44709 0.991092 2.41174 1.89477 1.2971 0.90222 0.532011 4.80498 3.9887 3.12826 2.48973
internal_count=3910 3557 3330 2491 2022 1903 1550 119 87 839 331 508 423 70 1434 595 839 678 672 567 81 555 161 136 118 469 353 287 254 204
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=1456 1 0 2 14 157 16 151 133 4 52 156 150 133 2 453 16 40 47 1373 38 160 51 1374 48 42 401 47 12 133
split_gain=0.272612 0.261219 0.345119 0.290396 0.264183 0.274403 0.260179 0.256208 0.256151 0.289358 0.264483 0.254783 0.249576 0.243329 0.240405 0.208944 0.225509 0.353461 0.29485 0.272827 0.277584 0.248165 0.268036 0.451238 0.311252 0.312259 0.249724 0.237358 0.233365 0.244291
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.14808000000000002 0.077685000000000018 -0.073574999999999988 0.13514000000000004 -0.035524999999999994 0.084285000000000013 0.0021050000000000005 0.048695000000000009 0.11386000000000002 0.15024000000000001 -0.26719999999999994 1.0000000180025095e-35 0.087015000000000009 -0.064504999999999993 0.028705000000000001 0.13177500000000003 0.09586500000000002 0.084445000000000006 -0.26821999999999996 0.093005000000000018 -0.094679999999999986 0.11379500000000002 -0.13165499999999997 0.087020000000000014 0.13135500000000003 0.098180000000000003 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 4 5 6 -3 -1 14 -10 -11 12 13 -7 -2 16 19 18 27 20 21 -15 23 -23 25 -25 -27 28 29 -18
right_child=1 3 -4 -5 -6 11 -8 -9 9 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00083876554716803137 0.003438419436452149 0.0023131807949984696 -4.0568346958930277e-05 0.0026571376466494132 -0.0020261501386244041 -0.0032920661316793369 -0.001340396622776628 -0.0032565683472111492 -0.003238608850375772 0.0018570765754373337 -0.0032965009454339559 -0.0032264466452915593 -0.0035171141441838064 -0.0032790380398099147 -0.0032684220548351121 -0.002192962319065384 -0.00043401430444680542 0.0031264727053561016 -0.0033317435544499866 -0.0029828602958833733 -0.0015817398441017659 -0.0031321557250813502 0.0029101319639247606 -0.0027341983799031087 -0.00096997206089140622 0.0020811534585820097 -0.0019861058172838905 0.0038697717791734781 -0.0028423670711273008 0.0029867365578814175
leaf_weight=0.22858395971707068 0.059055931866168754 1.0833051187510108 3.9993566986231626 0.50050875777378756 0.55114182655233968 0.19948939027380674 0.24876030601444643 0.51756044442300009 0.27135483869642485 0.4834936824045144 0.13146356801735237 0.23711957994964983 0.18840028229169625 0.12801983766257397 0.91422554846212734 0.33499386988114643 1.9176455600972988 0.29088912263978262 0.35921291582053516 0.19128790916874994 0.41974280693102617 0.26688163261860109 0.8471897228155284 0.16269011874100892 0.57523168413899828 2.7705378281534738 0.16607691421813786 0.13942377269268025 0.36200348054990161 0.24429298622999329
leaf_count=41 1 133 895 139 93 52 78 328 248 60 52 72 6 21 513 39 306 16 26 16 23 16 62 11 26 420 75 1 63 78
internal_value=0 -1.47323e-05 -0.000573748 0.000254064 0.000151127 0.000258911 0.00163088 -0.00200195 -0.00172044 -0.000467439 0.000755361 7.24474e-05 0.000154237 0.000228011 -0.00286147 0.000304538 0.000399169 -0.000265403 -0.000591833 0.000797537 0.000933049 0.00114774 0.00126609 0.000912709 0.00120649 0.00161044 0.00185113 -0.000222296 -0.000448344 -4.74791e-05
internal_weight=0 18.0438 5.85895 12.1848 11.6843 11.1332 1.33207 0.746144 1.85959 0.886312 0.614957 9.80113 9.56401 9.37561 0.973281 9.17612 8.84113 3.31347 3.02258 5.52766 5.33637 4.91663 4.78861 3.94142 3.67454 3.0993 2.93661 2.66337 2.52394 2.16194
internal_count=3910 3541 1769 1772 1633 1540 211 369 874 360 112 1329 1257 1251 514 1199 1160 490 474 670 654 631 610 548 532 506 495 448 447 384
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 52 39 15 11 13 15 151 50 151 159 106 15 0 4 15 1 43 42 16 158 124 42 160 43 43
split_gain=1.82987 1.21832 1.29528 1.04051 1.04347 1.01443 0.94801 0.739879 0.622153 0.616534 0.575556 0.693954 0.543038 0.505072 0.499717 0.498881 0.498321 0.543481 0.496446 0.53268 0.494243 0.71963 0.562952 0.541584 0.474728 0.424739 0.401963 0.55333 0.439695 0.679169
threshold=0.094485000000000013 -0.115685 -0.032959999999999996 -0.27466499999999994 0.093315000000000023 0.12539500000000003 0.084835000000000008 0.035895000000000003 0.080455000000000013 -0.071149999999999977 -0.008624999999999999 -0.0074049999999999993 0.11901000000000002 -0.29526499999999994 -0.094429999999999986 0.092305000000000012 0.079360000000000014 -0.07700499999999999 0.0057500000000000008 -0.09547499999999999 0.13702500000000004 -0.07526999999999999 0.090495000000000006 -0.54165499999999989 -0.4087349999999999 -0.027784999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077544999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 7 20 12 16 -9 11 18 13 -5 24 -15 -1 -18 19 -4 21 22 -6 -23 -7 -12 -3 -28 29 -29
right_child=3 2 10 4 6 14 -8 9 -10 -11 25 -13 -14 15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00066049010885690506 -0.00094952554981272497 -0.0015760362167376927 0.00033950665766269156 -0.00061443494954773088 0.0011714716859626106 -0.00091631699110846854 0.00091578073258019653 0.0013679493408333429 -0.001216831510130907 -0.00065400819899013099 0.0011686072287540946 -0.0013555216674924122 -0.00077025953145744882 0.0011635811445021823 -0.0010386168717153945 -0.00057400985027407034 -0.001592697972018584 0.0011323358430038429 0.00092275800330400364 -0.0014763728130842381 0.00070640822563740162 0.00025473527017954965 -0.00087495429457035948 -0.0015403248661766734 0.0012852503750541051 -5.4916897491840348e-05 -0.0015663776301933464 -0.00050483342517621736 -0.0012105122452453878 0.001612792910486888
leaf_weight=3.8203234791290042 1.7598489647498379 2.4599154710304028 0.76647068606689583 0.4496556515805431 0.67506213020533301 0.3891418535495178 1.3390036565251646 0.48759567411616433 0.63412738090846676 1.4528839864069585 0.82203086558729399 1.8273242369759826 0.4439840745180853 8.083599208388474 1.3035713399294753 0.42083430895581919 0.53490531083662063 0.26493168738670636 0.7951525964308529 0.79848829284310352 0.63671629922464479 0.49601392541080658 0.62830616533756256 2.2645129538141191 0.6069094352424147 4.1769364522770012 1.8311262415954876 2.7017480237409477 1.6486415062099635 0.42421587929129811
leaf_count=97 170 803 18 15 14 45 46 22 67 94 19 116 12 517 53 20 53 12 13 34 19 10 31 93 26 137 569 264 509 12
internal_value=0 -0.000431864 -0.000621917 0.0001967 0.000299211 0.000537641 -0.000239194 0.000728744 0.000228329 -0.000145939 -0.000210163 -0.000635685 0.000909345 0.000992628 -0.000404613 0.0010776 0.000426681 -0.000690079 -7.83485e-05 -0.000587009 -0.000568197 -0.000767898 0.000184965 -0.00121779 0.000425132 0.00014628 -0.00103915 -0.000839225 -0.000560352 -0.000217456
internal_weight=0 23.5063 18.2521 21.4376 19.6778 13.6382 6.03962 11.3386 5.25429 1.94048 9.1864 4.18744 9.39807 8.95409 2.29962 8.50443 4.62016 0.799837 2.36011 1.56496 4.70061 4.0639 1.30337 2.76053 0.996051 4.99897 9.06565 6.60573 4.77461 3.12596
internal_count=3910 2723 2494 1187 1017 804 213 680 229 116 337 181 564 552 124 537 162 65 65 52 167 148 45 103 71 156 2157 1354 785 276
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 15 48 50 2 4 15 2 43 11 151 15 2 2 8 48 4 48 4 13 4 2 2 484 42
split_gain=2.04041 0.950634 0.998275 0.949184 1.09678 0.760221 0.733326 0.602146 0.910753 1.07195 0.628302 0.523061 0.596382 0.606136 0.510574 0.484992 0.505392 0.465477 0.636553 0.628379 0.457501 0.45359 0.882311 0.837886 0.408243 0.40278 0.448329 0.491958 0.499127 0.390628
threshold=0.094485000000000013 -0.041094999999999993 0.16699000000000003 -0.115685 -0.032959999999999996 0.34489500000000001 -0.008624999999999999 0.11930500000000001 0.11515000000000002 0.11542500000000001 -0.17479499999999998 -0.016339999999999997 0.11635500000000001 0.093240000000000017 0.077165000000000025 -0.0074049999999999993 -0.091024999999999981 0.090695000000000012 0.11085000000000002 0.088630000000000014 -0.071404999999999982 0.26790000000000008 0.08593000000000002 -0.013199999999999998 0.068400000000000002 -0.49837999999999999 0.10510500000000002 0.096970000000000015 0.085815000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 11 29 21 15 8 9 10 -3 -1 13 14 24 16 -6 19 -19 -12 -11 22 23 -2 -13 -8 27 28 -27 -5
right_child=1 2 -4 4 6 -7 25 -9 -10 20 17 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00094875505633878273 0.0010237111547944629 -0.0015115897536595148 0.0012755260008091639 -0.0014856925241042195 0.00029747771931106675 -0.0015317767557265524 -0.00072450993500575113 -0.00076045402550839979 -0.0015080117353656406 -0.00057069114735482671 -0.00031310758440478246 0.00074311414863164336 0.0013107562108893409 -0.0018265116852983442 -0.0012401117001568001 -0.0012617075271776803 -0.0011903694831937022 0.0011139496001983072 -0.00040634594224052314 0.0014781657942699266 0.0013848509265509755 0.0014969055005834501 0.0012941456118744765 -0.0010604742763734663 -0.00051257512037391388 -0.00021240546927329512 -0.0006676296148340863 0.0015294365026220368 0.0013893908912648927 -0.00078966825744922404
leaf_weight=1.1980130688752977 0.70826454274356365 0.60926115815527815 1.2231211478356261 2.3595818929607084 1.3796428302302959 0.30381857976317395 0.89209727803245176 2.4755368260666719 0.77306959917768914 0.30099185975268516 5.9121081293560529 1.3196408416843084 0.51827017683535803 0.52314996754284937 0.66967792087234546 1.8044604035094378 0.75930388667620752 1.6086012867745014 0.93376897089183319 0.45225273026153434 1.7417838454712189 1.6032689947169272 1.7154853544197974 0.99525712057948401 0.95910089917015273 1.504996329080311 0.7171772711444645 0.89650442823767651 0.57743424549698819 6.4803933033836074
leaf_count=55 42 99 85 803 34 8 47 85 78 18 252 42 7 14 74 116 31 61 20 17 97 197 99 29 37 55 26 13 15 1354
internal_value=0 0.000181924 3.80672e-06 -0.000449724 -0.000613904 0.000718024 -0.000239289 -0.00010124 3.10929e-05 0.000134031 -7.26258e-05 0.000100035 -0.000154807 -0.000373601 -0.000115805 -0.000702474 -0.000230693 2.58059e-05 0.000555571 -0.000185819 0.00109671 0.000854123 0.000552705 -0.000193943 0.000214606 0.000158802 0.000371999 0.000622289 0.000231754 -0.000975452
internal_weight=0 21.3566 16.0305 22.5594 17.3716 5.32609 8.53162 14.8074 12.3318 11.5588 9.51599 5.18785 3.98984 3.47157 2.94842 3.94341 2.13895 8.90673 2.54237 6.36436 2.04278 5.02228 3.41901 1.70352 2.27874 4.58821 3.69611 2.97894 2.08243 8.83998
internal_count=3910 1187 812 2723 2494 375 337 727 642 564 449 229 174 167 153 181 65 350 81 269 115 367 170 71 79 156 109 83 70 2157
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=4 12 151 3 132 12 50 47 151 150 10 1 150 31 13 52 39 1 156 15 15 51 457 16 12 4 1 160 160 0
split_gain=1.87752 1.03575 1.01097 0.796157 0.720531 0.68131 0.70033 0.9241 0.605336 0.685125 0.528914 0.509968 0.485613 0.461507 0.500147 0.817933 0.455188 0.44567 0.443093 0.429032 0.541498 0.392868 0.539739 0.390467 0.390365 0.482943 0.527753 0.388362 0.495929 0.426051
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 0.080815000000000012 -0.041094999999999993 0.11901000000000002 0.096475000000000019 -0.086769999999999986 0.082965000000000025 0.043560000000000008 0.086430000000000021 -0.09547499999999999 -1.0000000180025095e-35 -0.080649999999999986 -0.0093349999999999978 0.14706500000000003 0.084795000000000023 0.11877 -0.095799999999999982 0.079360000000000014 -0.40274499999999996 0.088550000000000004 -0.17157499999999998 -1.0000000180025095e-35 -0.0017649999999999999 0.085990000000000011 0.085065000000000016 -1.0000000180025095e-35 -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 4 -2 16 8 -4 7 10 9 12 18 -6 -1 -10 15 17 23 -15 -7 -16 21 -21 24 27 25 26 -23 28 -3 -30
right_child=2 3 5 -5 11 6 -8 -9 13 -11 -12 -13 -14 14 19 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00050717707325387154 -0.001473609006133031 -0.0015301544974285243 0.0015024043523881884 2.9662233498755329e-05 -0.00024177709084169548 0.0015122195184343924 -0.0015700930630802006 -0.00076253665560140202 0.00056897165304296957 0.0013871808643895801 -0.00018629946699393472 0.0015200376889896339 -0.0013251628708860353 -0.00060314571066388237 -0.0013317823592154017 -0.00069001013657786481 0.0015065130429556888 0.0015189595292337643 -0.00061636665759802576 -0.0015760069306720191 -0.0015571670340373861 -0.00035405232499764473 0.00055862546378161108 -0.001103697123753517 -0.00082137181075144796 -0.00085964143020040033 0.0014569252122748305 -0.0015832798265263176 -0.000989641984649242 0.0002232066197469965
leaf_weight=0.63858466525562108 0.69865686539560545 0.70414647180587087 1.0338113461621103 1.8787357220426191 0.77923315623775014 1.7114872019737957 0.45761826913803805 1.1265767598524687 0.70562772941776408 0.74303992511704553 0.7979771802201866 0.67184436344541609 0.63191161304712584 0.30211828462779544 2.5160217187367442 1.9225659635849339 0.16073003807105024 0.77428338304162025 0.24556322442367662 0.71611109352670865 1.2662215221207578 0.78232081606984161 1.0545895597897468 16.201251456397589 4.818004502449166 1.0514696936588723 0.64446939458139241 0.74592996272258449 0.91656365012750063 2.0779416004661533
leaf_count=23 20 58 191 31 25 152 13 23 37 47 22 45 18 10 104 69 17 57 5 23 55 18 17 2508 136 39 29 52 21 45
internal_value=0 -0.000677402 0.000203275 -0.000894197 -0.000431726 0.00042132 0.000163754 0.000368164 -0.00051032 0.000256872 0.000830527 0.000573938 -0.000404181 -0.000603638 -0.000655848 -0.00011094 -0.000977618 0.000923339 0.00124513 -0.000783028 -0.000649412 -0.000522642 -0.000432312 -0.000996957 -0.000575541 -9.76192e-05 0.000463951 -0.00060787 -0.000411153 -0.000148024
internal_weight=0 42.7037 6.07169 22.6853 20.0184 5.37303 4.33922 3.8816 18.5673 2.01354 2.75503 1.45108 1.2705 16.5538 15.8482 2.99897 20.8066 1.0764 1.95705 12.8492 10.3332 9.06697 8.35085 20.6458 7.29626 2.47826 1.42679 4.44458 3.69865 2.99451
internal_count=3910 3484 426 2732 752 406 215 202 682 88 179 70 41 594 557 136 2701 67 157 421 317 262 239 2684 222 86 47 176 124 66
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 0 39 3 3 16 3 2 132 0 47 52 16 16 51 16 1 133 1 42 9 13 42 13 4 2 51 3 42 123
split_gain=1.25269 1.00378 0.848441 0.84887 0.710867 0.676402 0.68755 0.658387 0.647486 0.636338 0.854958 0.630968 0.622764 0.625975 0.584855 0.564423 0.495586 0.455437 0.541069 0.447352 0.438791 0.430936 0.507172 0.535237 0.454068 0.425333 0.413407 0.404388 0.371815 0.525718
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 0.11476000000000001 0.070590000000000014 -0.22254999999999997 0.084065000000000015 0.079995000000000011 -0.10575999999999998 0.11939500000000002 -0.010284999999999997 -0.27337499999999998 -0.54165499999999989 -0.40274499999999996 0.67964000000000013 0.13662500000000002 0.085355000000000014 0.11353000000000001 0.10056500000000002 -0.016839999999999997 -0.5337599999999999 0.091955000000000023 0.41346500000000003 0.15045000000000003 1.0000000180025095e-35 -0.056469999999999992 -0.084129999999999996 -1.0000000180025095e-35 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 6 -2 27 9 10 11 -8 13 -13 -4 19 20 18 25 -7 -11 -3 28 24 -24 -16 -22 -1 29 -23
right_child=2 21 14 -5 -6 15 8 -9 -10 16 -12 12 -14 -15 17 -17 -18 -19 -20 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001144220125860296 0.0014681176510547363 -0.0019039976574515413 -0.0017825577429280337 0.0011517064789482406 0.00066390848141390164 -0.0016589046930767094 -0.00038592468749166597 -0.0013998304887121195 0.0011582731398764761 0.0020508049229268125 -0.0017848059483487105 0.0014326528621185122 0.0014351249881954017 -0.00050173294419182473 -0.0010784564168425099 0.0012069854282560086 0.000929466286913048 0.0016759710785306803 0.001213209215227429 0.00037959653349351131 0.00052808444823396129 -0.0016225486913923905 -0.0017788064814891918 0.002114928824304519 0.0011271813081909765 0.00055707491879678883 -0.0012656026848729958 0.00055104425521467393 0.00054350136295556193 0.0013194124206168912
leaf_weight=0.72291842586128041 0.83767900487874314 0.34292810037732113 0.26335108559578646 1.5261587074492116 0.73040421959012736 1.819410851690918 2.8438633846817538 5.4642716698581353 1.0482646407326672 0.13737462460994931 0.67623218847438682 0.70452738576568652 1.7580090127885375 1.6228967704810204 0.78054664004594032 0.29832861945033062 0.45537743531167496 1.3816244115587322 1.7522083941148592 0.38261432712897647 0.42447773739696071 0.57747159642167378 0.94358283077599459 0.15373748540878285 0.18963003368116915 1.1621367614716289 3.397553106246042 0.96448521537240395 3.9828177816234529 0.25808868557214737
leaf_count=164 44 4 10 150 14 255 67 1544 75 1 36 40 43 44 27 13 14 164 127 15 39 113 156 1 9 44 502 66 125 4
internal_value=0 -0.000536213 0.000107812 -7.07341e-05 -0.00094643 -0.000184447 -3.69066e-05 -0.00111089 -0.000133377 -0.000246019 5.43795e-05 0.000233866 0.000665302 8.3819e-05 0.00070742 -0.00100502 -0.000763527 0.000836591 0.000522724 -0.0013047 -0.000958241 -3.47811e-05 7.02102e-05 -0.000885473 -0.00129252 -0.000100062 -0.00106639 -0.000175242 0.000325466 -0.000713833
internal_weight=0 14.3303 23.2726 17.9328 7.88208 16.4066 13.9063 7.15168 13.0686 12.0203 7.60553 6.9293 4.08543 2.32742 5.33987 2.50035 4.41478 5.07652 3.69489 2.20203 3.95941 6.44826 6.10533 1.28695 1.13321 1.94268 3.82203 1.6874 4.81838 0.83556
internal_count=3910 2200 1710 1338 1788 1188 905 1774 861 786 230 194 127 84 372 283 556 362 198 270 542 412 408 166 165 71 541 230 242 117
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 0 3 52 1446 12 3 48 1 4 12 4 2 3 43 159 1374 150 49 124 151 47 42 12 4 52 448 131 40 156
split_gain=1.57803 0.865657 1.10282 0.761 0.71237 0.652967 0.917075 0.607007 0.594027 0.571878 0.749375 0.543273 0.875324 0.853696 0.684579 0.673701 0.521618 0.648152 0.861432 0.518811 0.561373 0.503522 0.542335 0.513306 0.635405 0.538813 0.476568 0.449125 0.437472 0.442102
threshold=0.094485000000000013 -0.072559999999999986 0.086245000000000016 -0.27466499999999994 0.091520000000000018 0.092475000000000016 -0.005644999999999999 0.086065000000000016 0.13662500000000002 0.39574000000000004 0.085775000000000004 -0.49837999999999999 0.10113500000000002 -0.10628499999999998 -0.52334499999999984 0.092630000000000018 0.090240000000000015 0.08486500000000001 -1.0000000180025095e-35 -0.52484999999999993 -0.40391999999999995 0.11603500000000001 -0.13165499999999997 0.096485000000000015 0.22584000000000001 -0.062489999999999997 -0.06977499999999999 0.10350000000000001 -0.091044999999999987 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 2 9 27 5 6 26 -4 21 10 -1 14 15 -14 -3 -13 17 18 -8 -20 -21 22 -7 -24 25 -25 -5 -2 -22 -30
right_child=3 11 7 4 -6 8 16 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 20 28 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00060844948732704336 -0.0011833814431252609 0.00078853201324038014 0.00060907616323715378 -0.00066035333006823817 -0.0015272857362953641 -0.0017371767498000057 -0.0011770223192265571 -0.00066001911772678207 0.0011594930217863136 0.0015580110509772834 -0.0014574217780794097 0.0010074086375052331 0.0005059919796840057 -0.0012635952542330462 -0.0012717422926012646 -0.00071635980190971524 -0.001303861713427511 0.0010593899886369293 -0.0016061574378041024 -0.0013902344114325367 -0.00091653850619479262 -0.0016112995576759424 -0.0010901107740824527 0.00065764664385587 0.0010377852667364184 -0.0015494193499350295 0.0011887569843583351 0.00084414382060799963 0.00090645338221727008 -0.00080338238185890176
leaf_weight=6.0146545899915509 1.3224781218450541 0.49958806298673142 2.0831461083143945 0.34195061028003682 0.48608476878143747 0.42609170405194197 1.0600908286869577 1.4472426229622213 0.67371095600537945 0.2119430638849743 3.8727128634345718 2.8700776451732959 1.1221475880593059 1.374181562336162 1.3608438356313852 0.62574654701165844 0.48940435284748662 1.9184964757878331 0.29859488457441763 0.35105746658519255 0.39713653246872471 0.62355422344990064 0.67335192603059058 0.46893106773495763 1.4345435970462856 0.53839624801184915 4.132001646445139 0.30456341407261778 3.5474514937959429 0.37928112689405669
leaf_count=710 159 8 57 8 34 7 33 36 51 7 1393 125 23 250 91 23 16 113 6 14 8 39 55 18 44 81 271 11 211 8
internal_value=0 -0.000406019 -0.000635377 0.000182553 0.000270542 0.000319764 0.000496456 8.8825e-05 -0.000151874 -0.000888534 -0.000940977 -7.925e-06 0.00021269 -0.000468132 -0.00071849 0.000698857 0.000204445 0.000297273 5.49435e-05 0.000317533 0.000440402 -0.000364002 -0.000144378 7.34809e-05 0.000394344 -0.000521986 0.00104743 -0.000803852 0.000589033 0.000741301
internal_weight=0 21.4823 13.6297 19.8672 18.2401 17.754 12.9155 3.53039 4.83858 10.0993 9.88737 7.85259 5.99215 2.49633 1.86043 3.49582 8.44151 7.95211 6.03361 4.97352 4.67493 4.16487 3.54131 3.11522 2.44187 1.00733 4.47395 1.62704 4.32387 3.92673
internal_count=3910 2723 2203 1187 1017 983 688 93 295 2110 2103 520 421 273 99 148 409 393 280 247 241 244 205 198 143 99 279 170 227 219
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=4 11 1456 403 480 151 1212 10 14 376 42 15 3 43 4 160 41 15 12 133 4 0 3 3 43 15 47 13 0 16
split_gain=0.291218 0.370488 0.306021 0.284697 0.279299 0.279004 0.256641 0.217194 0.216855 0.229152 0.354731 0.331283 0.280724 0.258709 0.430557 0.316536 0.280393 0.300964 0.433782 0.400527 0.473762 0.303897 0.261756 0.396019 0.449649 0.356995 0.258623 0.253271 0.290915 0.286226
threshold=0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.09266000000000002 0.08840000000000002 0.048375000000000008 -0.090359999999999982 -0.11739999999999999 0.30601500000000009 -0.18906999999999999 -0.49837999999999999 -0.096329999999999985 0.079885000000000025 0.084565000000000015 0.095000000000000015 0.098810000000000023 -0.060264999999999992 0.20277000000000003 -0.11171999999999999 -0.078669999999999976 -0.074254999999999988 -0.089594999999999994 0.09252500000000001 0.17936000000000002 -0.10303999999999998 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -2 -5 -3 9 11 -11 -8 13 27 -15 -16 17 19 -19 20 -17 22 -22 25 -25 -24 -26 -13 -29 -30
right_child=5 7 3 4 -6 -7 8 -9 -10 10 -12 12 -14 14 15 16 -18 18 -20 -21 21 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-0.0025782394304603982 -0.0032295202264953208 -0.0037454012745364237 -0.0036972053446424416 -0.003705018750387078 -0.0037146529756989679 0.0011094888729266464 -0.002077548315690556 0.0027694672710455288 -0.0033988446078183601 -0.0013930762212257585 0.0025984804018095455 0.0035463797336604975 0.0037218798355565827 -0.0037880930863297465 -0.0025461780236949185 0.002183294188163883 -0.0035903106030837177 -0.0035232635366529838 0.00091078248015492207 -0.0038323834914850037 0.0037859473036760878 -0.0047159175569658372 0.0011612948582246545 0.002879164230777634 0.00034249263146043512 -0.0036310778482103526 -0.0029822726200981419 0.0039907752156332164 -0.0036523229438579258 0.0011694805644425167
leaf_weight=0.72023367938527627 0.21491782588418606 0.60685620637377802 0.29623850439384192 0.24678427827893479 0.27696333291533015 3.2043966748751691 0.97843293340701976 0.078550545207690448 0.23854603921063322 0.41757120355032373 1.0989955501281663 0.53086127559072049 0.29253455728758204 0.42302870057755448 0.61375227096140506 2.1802093731675907 0.25856517569627691 0.62740068572747965 0.57438517102855258 0.26865908321633458 0.27451133937573935 0.17062614858150471 0.31688225638935485 0.90987630715244483 2.2262065904797392 0.63378590421052494 0.37096193351317186 0.22416651423554868 0.28739276074338704 0.40046223253011703
leaf_count=359 20 168 432 260 203 452 139 7 27 14 117 24 59 69 210 148 50 309 110 46 16 1 48 81 137 286 29 6 55 28
internal_value=0 -0.000345084 -0.000230387 -0.00011868 -4.72526e-05 0.000836765 2.24874e-05 -0.00299877 8.67353e-05 0.000145792 0.00149945 -1.76211e-05 0.000156365 6.39933e-05 -0.000149593 1.37019e-05 0.000191995 0.000306331 -0.00140404 0.000585926 0.000753511 0.000117713 0.000291995 7.68333e-05 0.000648932 -0.00203366 -0.000132394 0.00152189 0.0003435 -0.000845118
internal_weight=0 16.5434 15.858 15.1378 14.8416 3.41931 14.5646 0.685407 14.3178 14.0793 1.51657 12.5627 11.5843 11.2917 9.84885 9.42582 8.81207 8.5535 1.20179 7.35172 7.08306 4.90285 4.73222 4.45771 3.50704 0.950668 2.59717 1.44288 0.912022 0.687855
internal_count=3910 3438 3263 2904 2472 472 2269 175 2009 1982 131 1851 1712 1653 1540 1471 1261 1211 419 792 746 598 597 581 247 334 166 113 89 83
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=1 52 47 3 52 39 3 106 12 146 2 2 1 43 52 42 15 2 159 51 43 2 0 2 160 160 48 14 0 48
split_gain=1.02203 0.673183 0.661301 0.651992 0.647201 0.595529 0.563978 0.518984 0.482572 0.473105 0.472415 0.454876 0.556906 0.674801 0.566046 0.536756 0.443506 0.487858 0.418723 0.524652 0.46254 0.396126 0.393481 0.372203 0.414949 0.597975 0.358419 0.376488 0.661546 0.399062
threshold=0.094485000000000013 -0.27466499999999994 0.093315000000000023 -0.115685 0.12539500000000003 0.11550500000000001 0.10666500000000002 0.091500000000000012 0.094045000000000004 0.11615000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.085990000000000011 -0.077544999999999989 -0.0066199999999999991 0.091230000000000019 -0.016339999999999997 0.11635500000000001 -1.0000000180025095e-35 0.096025000000000013 -0.074904999999999985 0.090695000000000012 -0.10303999999999998 0.084065000000000015 0.084835000000000008 0.088785000000000017 0.12862000000000004 -0.13131999999999996 -0.14293499999999998 -0.086624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 7 18 8 9 11 10 -3 -5 13 15 -14 23 -1 -18 -4 20 -20 22 -12 -13 -25 -26 27 28 -23 -29
right_child=1 2 5 6 -6 -7 -8 -9 -10 -11 21 12 14 -15 -16 -17 17 -19 19 -21 -22 26 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0012325035937974149 -0.0010024110949457526 0.0017185907986666667 -0.0017932746557429411 -0.0015680155901978737 -0.00044866582345661437 0.0017792865297752793 0.00033960766255092283 -0.001108610922089442 -0.0017828261402468182 -0.0014460422107992886 0.0010031001253975292 0.0011402192283720973 -0.00032800394587755396 -0.0014073330727844688 0.0014690833926681332 0.0012209887360441652 -0.00041873520649285493 0.001563102716304478 0.00043736139462954295 0.0014656029621669072 -0.0010287448712464919 -0.0012651917693707227 -0.0013581188942189148 -0.001329241894226615 0.0014000609116499457 -0.0014454890292191968 -0.00027704432020111936 -0.00051282141253088738 0.0014013323956040208 0.0015348339099687544
leaf_weight=0.95871683373115946 1.3274419443332615 1.7405263242544577 0.62185038591269437 1.3605985763133492 1.6925133212935168 0.39541104901581992 1.6665790604893107 0.44381705834530372 1.2378980382927682 0.26948308944702137 0.36630959529429674 0.34384087449870904 1.811186184640974 2.7733224285184406 0.76384290633723129 0.62352000351529557 2.6270076540531622 0.44527497421950091 1.0194386497605603 0.47989390522707243 1.8687881338410064 0.52509052213281393 0.52838151913601805 1.6342551701236518 0.51197124342434097 0.40579868614440784 0.72292522247880686 0.32214088505133842 0.62423910992219755 3.0915752864675641
leaf_count=55 170 163 60 359 124 13 40 25 541 7 8 30 67 826 18 35 167 7 41 29 70 10 72 459 10 109 31 16 75 273
internal_value=0 0.000191677 0.000299415 -0.00042301 0.000541301 -0.000270195 -0.00061206 0.000735352 -0.000750382 0.000835268 0.00091288 -0.000625429 -0.000480806 -0.000761473 0.000205074 -0.000252528 0.000192908 -0.000131502 -0.000473301 -0.000229597 -0.000511263 0.000685984 -0.000391375 -0.000569796 -0.000800191 0.00014188 0.000868336 0.0010498 0.000183086 0.0013416
internal_weight=0 16.0398 14.7124 17.1638 10.327 4.38538 13.1328 8.63449 11.4662 8.19067 7.92119 10.2283 8.86774 6.29271 2.57503 3.51939 4.031 3.07228 3.98997 3.36812 2.88823 6.18066 0.894691 2.89587 2.55203 0.91777 5.28597 4.56305 1.14933 3.41372
internal_count=3910 1187 1017 2723 804 213 2494 680 2454 655 648 1913 1554 1469 85 643 229 174 200 140 111 485 80 608 578 119 405 374 85 289
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=4 12 12 43 48 48 50 3 0 39 132 3 2 48 3 52 0 4 40 2 16 0 3 0 51 0 42 40 4 4
split_gain=2.10891 1.29238 0.990976 0.907874 0.896201 0.887482 0.875404 0.693483 1.06442 0.653962 0.635582 0.599522 0.546557 0.580612 0.464841 0.457988 0.435801 0.561943 0.416394 0.388974 0.383832 0.775332 0.448408 0.463054 0.390153 0.38239 0.50947 0.361789 0.335905 0.468295
threshold=0.28937500000000005 1.0000000180025095e-35 -0.041094999999999993 -0.049504999999999987 0.11930500000000001 0.087235000000000021 0.11901000000000002 0.24227500000000002 -0.15713499999999997 0.14706500000000003 0.080815000000000012 0.13772500000000001 0.11542500000000001 -0.064549999999999982 -0.100615 -0.092854999999999979 -0.060094999999999989 -0.48072499999999996 -0.083709999999999993 0.114165 -0.0092949999999999994 -0.10303999999999998 0.076695000000000013 -0.074249999999999997 0.080840000000000009 -0.11524 1.0000000180025095e-35 -0.09867999999999999 0.0057500000000000008 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 10 12 15 -9 11 18 14 13 -4 16 -5 -3 -18 27 -10 24 -22 23 -23 -17 26 -16 -1 29 -26
right_child=2 9 4 7 -6 -7 -8 8 19 -11 -12 -13 -14 -15 25 20 17 -19 -20 -21 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00060806123067860417 0.001322519790661002 -0.00088622272403581176 0.0011870017586652611 -0.0011978370622345216 -0.0011435652102117085 0.00097434387511683698 -0.001380356888615903 -0.0013273122450481551 -4.3966619309088386e-05 0.0013320423077497747 0.00074075211651475879 -8.2943084756374874e-05 0.0011568553143065643 -0.00020702387635213168 -0.0012216879296148351 -0.00099192926509012553 -0.0010869100642210709 0.00012039257001771686 -0.00073057262678124482 0.0013365561409711488 0.00082210083992512498 -0.00087882942636201148 -0.0013856719125736659 0.00071207596012121956 -0.00021310461799116688 -0.0010606730997422804 0.00024753092765780792 0.0013371715695850127 0.00012919782310887235 -0.001401967703762485
leaf_weight=0.30279341759160161 1.1088747221510855 3.7744263571221381 0.65928020747378502 2.0309362900443366 1.0069420607760546 1.4756493971217421 0.51977788098156441 0.56379956379532847 0.57828999590128549 0.24541549850255151 0.93066978827118862 1.7933365162461985 1.2045601017307488 2.2355092987418166 0.71372231002897446 3.5364268729463211 0.92625295394100282 2.2597773526795271 2.4930593122262539 0.87256275909021497 0.98586745001375709 0.64645305974409029 0.75554311648011196 0.60217897873371729 1.4235977358184757 14.087668306543488 0.921418635873124 0.35272435680963088 1.3639530153013764 0.93569833505898747
leaf_count=10 192 252 40 113 29 94 13 9 21 19 36 27 101 51 29 103 91 50 68 59 24 29 25 13 31 2273 26 33 26 23
internal_value=0 -0.000589096 0.000194625 -0.000341031 -2.7678e-05 0.000106818 0.000215579 -0.000515057 0.000194806 -0.000788277 -0.000207006 -0.000809536 0.000417936 0.000110462 -0.000866981 -0.000631511 -0.000586122 -0.000230598 -0.000487149 0.000786299 -0.000519296 -0.000125676 -0.000591894 -0.000111582 -0.000681416 -0.000991316 -0.000393768 0.00043864 -0.000386483 -0.000684608
internal_weight=0 44.5722 6.73494 19.8502 5.62607 5.5549 4.61913 14.2953 2.01465 24.722 4.07925 24.4766 4.09935 2.89479 22.6833 12.2807 6.96046 3.18603 3.14858 1.45085 10.2497 2.99004 2.00418 1.24863 7.25968 15.7228 1.63514 0.655518 3.72325 2.3593
internal_count=3910 3484 426 717 234 241 205 476 89 2767 147 2748 192 91 2721 387 393 141 111 80 274 91 67 42 183 2328 55 43 80 54
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 40 151 16 47 50 39 16 15 151 2 2 15 2 43 15 15 42 160 42 43 13 132 42 3 42
split_gain=1.80015 1.03725 0.881145 0.855265 0.843794 0.808951 0.666922 0.599322 0.766681 0.726656 0.680709 0.750321 0.546161 0.592489 0.541399 0.676523 0.470164 0.530415 0.498931 0.581268 0.44645 0.429394 0.594723 0.631989 0.724641 0.483076 0.488118 0.416645 0.413347 0.407695
threshold=0.094485000000000013 -0.071274999999999991 -0.115685 -0.032959999999999996 0.31335500000000011 0.34489500000000001 -0.40391999999999995 0.064860000000000015 0.092645000000000019 0.10625000000000001 0.16168500000000002 0.67964000000000013 -0.008624999999999999 -0.0074049999999999993 0.114165 0.11230000000000001 -0.016339999999999997 0.11635500000000001 0.093240000000000017 0.079360000000000014 -0.091024999999999981 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 0.14810000000000004 0.093105000000000007 -0.034284999999999989 -0.10315499999999998 0.10056500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 16 21 6 -2 -3 8 9 14 11 29 13 20 15 27 -1 18 19 -18 -5 -4 -23 24 -24 26 -25 -8 -10 -9
right_child=1 4 3 12 -6 -7 7 10 28 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00090484648825296958 0.0009682978004292343 -0.0014298145476309681 -0.0013943355731300486 0.00032483738282299625 0.0014057589980822963 -0.0014489854363906453 -0.00069646250682325699 -0.0013137960222019912 0.00039877761908393218 -0.0010631084331312471 0.0011353516723603557 0.0010937519033274083 9.7681430683057484e-05 -0.0012236390019815587 0.0012177223839175144 -0.00092475480954071015 0.0002053560686871541 0.0012108316994500876 -0.0016568009858388827 -0.0013974037758629346 -0.0010391868935611037 -0.0013821580967304397 -0.0013964049291857272 -0.0013881888808191562 0.00069299019173046288 0.00023102110215001857 0.00063163551416697719 0.00066631593680114524 -0.00075571805773801874 0.00021325997364262414
leaf_weight=1.1235370540525762 3.8452378925867405 0.63366450136527497 2.0641798531869462 1.3832682741340252 0.78956529684364873 0.28005973808467377 0.4749380984576409 1.9280036090640353 0.8168854741379622 0.58147517626639444 0.40766629017889489 0.35380444186739612 4.4757071345811674 1.6634538426296783 1.6590405998285858 0.71421150490641583 2.2750692906556691 0.4985549384728073 0.44745140813756723 0.52515682473313052 0.67239631060510907 1.6289094380917983 0.40448675956577052 1.85701344057452 1.3836966383969382 0.62540927855297912 0.25680383737198997 3.8701655297772914 2.0579159244662151 0.39766424731351424
leaf_count=55 335 27 803 34 68 8 30 214 18 58 14 19 156 116 121 11 74 7 14 79 31 569 37 592 120 20 16 160 89 15
internal_value=0 0.000195808 -0.000387223 -0.000539398 2.49012e-05 0.000804192 -5.35618e-05 1.21973e-05 0.000172993 0.000409542 -0.000517754 -0.000769265 -0.000225469 -0.000614359 0.000537 0.000313779 0.000125735 -0.000107929 -0.000310374 -9.52269e-05 -0.000121327 -0.000852345 -0.000670619 -0.000414616 0.000220369 -0.000829138 -0.0011428 0.000517359 -0.000427664 -0.00105269
internal_weight=0 18.8103 21.2851 16.4153 14.685 4.1253 13.8954 13.2618 10.1746 7.29983 3.08714 2.67947 8.19483 3.71912 6.71836 5.05932 4.86977 3.74623 3.24768 2.80023 2.05566 8.2205 6.15632 4.52741 1.78818 2.73923 2.11382 4.3451 2.8748 2.32567
internal_count=3910 1187 2723 2494 844 343 776 749 487 380 262 248 337 181 322 201 229 174 167 153 65 2157 1354 785 157 628 608 190 107 229
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=4 12 42 158 1 42 12 453 51 51 52 160 133 4 43 160 133 2 2 48 52 47 43 15 447 14 4 16 16 0
split_gain=0.990673 0.704259 0.624851 0.799707 0.776313 0.711453 0.54087 0.652387 0.523328 0.516262 0.509138 0.687454 0.571891 0.506118 0.505323 0.486029 0.507182 0.490616 0.497423 0.622666 0.466691 0.440758 0.413061 0.43283 0.342657 0.325877 0.348539 0.440574 0.609916 0.528297
threshold=0.28937500000000005 0.080120000000000011 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -0.041094999999999993 1.0000000180025095e-35 -0.40274499999999996 0.11024000000000002 -0.42035499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.51381999999999983 -0.049504999999999987 0.090010000000000021 -1.0000000180025095e-35 0.10679500000000001 0.092340000000000019 0.088825000000000015 -0.016329999999999997 0.10976000000000001 -0.0088849999999999988 0.079360000000000014 0.085135000000000016 -0.13131999999999996 -0.49837999999999999 -0.0092949999999999994 -0.063614999999999991 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 10 -2 9 -1 21 -4 12 -12 -13 20 16 -15 18 19 -18 -10 -8 -16 25 -14 -24 -27 28 29 -28
right_child=6 2 3 -5 -6 -7 7 -9 14 -11 11 13 24 15 22 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0021412859764167484 0.0020977907585007665 -0.0016453417876350744 -0.0020779904869141241 -0.0021340230210942094 0.0017683586232317917 -0.0021362199437869565 0.0011786667762050248 -0.0021482965256536986 0.0013590478433176802 -0.0015861756962794505 0.00064940111596151174 -0.0022177517090079422 -0.0019033183555764333 -0.0013726070706925103 -0.0018357115604928839 -0.0014305993481579969 0.001007740307722661 -0.00067514379372212124 0.0020453425820859627 -0.0021881077988574805 -2.8155811919190982e-05 -0.0010667359452071628 -0.0014741603774060673 -0.0015316133842096383 0.0021737700399979483 -0.0020082060414036004 -0.00024767449958182375 0.0010504233157927485 -0.0013580583637689693 0.0013253599862934505
leaf_weight=0.45301429298706253 0.96966009191237379 2.1275954800075842 0.5864257295033849 1.0572518583503541 0.75716417096555311 0.91754911688622165 3.031926853931509 0.39349152636714269 2.2377760770032182 0.39717425778508175 0.62317175866337171 0.31954740919172753 1.5628356109955346 0.46850527962669719 0.58086308883502979 0.52272287791129191 1.6303555658087163 0.71130381082184602 1.6327676447108386 0.30999524687649671 1.929615955450571 0.42596964444965113 0.52402786933816514 0.75698258052580136 0.093330673873424419 0.29080724372760958 2.3969844061648433 2.2912948791636278 1.1595503261778501 1.4725461031775919
leaf_count=28 192 878 241 220 38 322 191 19 162 9 66 6 485 192 41 72 133 23 36 18 84 15 38 60 2 60 60 89 48 82
internal_value=0 -0.000277755 -0.000618528 -0.000423347 -0.000244906 -0.000407445 0.000704848 0.000386933 4.43292e-05 0.000645707 -0.000219968 -8.1599e-05 -0.00103846 0.000308202 0.000116916 0.0004612 0.000669258 0.000892538 0.00120462 0.000497164 0.000716735 0.000902061 -0.000146957 -3.66425e-05 -0.00167356 0.000102465 0.000211015 0.000299175 -4.31004e-05 0.000350942
internal_weight=0 27.414 13.3205 11.1929 10.1357 9.37851 5.21822 4.24856 14.0935 3.85507 8.46096 7.87454 2.27934 5.5952 13.6404 5.27565 4.75293 4.28442 3.57312 1.94035 4.16739 3.4579 9.47306 8.89219 1.65617 8.13521 7.61118 7.32038 5.02908 3.86953
internal_count=3910 3484 2732 1854 1634 1596 426 234 752 215 1274 1033 553 480 724 474 402 210 187 151 246 206 478 437 487 377 339 279 190 142
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 0 47 15 1 123 3 1373 457 4 48 106 50 14 131 12 12 2 160 42 13 3 42 123 13 0 43 128 2 1
split_gain=1.1383 0.883839 0.762023 0.703361 0.61845 0.577856 0.561952 0.503634 0.516207 0.534603 0.454417 0.487251 0.488879 0.414157 0.426174 0.413594 0.40407 0.574837 0.555585 0.395269 0.408621 0.391925 0.364679 0.423501 0.384183 0.347013 0.345037 0.323179 0.315245 0.433139
threshold=0.085835000000000009 -0.070894999999999986 0.086425000000000016 0.085595000000000018 0.11026000000000001 0.085195000000000007 0.11476000000000001 0.09586500000000002 0.53894500000000012 -0.23071499999999998 0.12862000000000004 0.092305000000000012 0.11843500000000001 0.07802000000000002 0.08844500000000001 0.085775000000000004 0.085185000000000025 0.084065000000000015 0.084835000000000008 0.091955000000000023 -0.5337599999999999 -0.018854999999999997 -1.0000000180025095e-35 0.091310000000000016 0.11596500000000001 -0.10303999999999998 -0.24333999999999997 0.080070000000000016 0.08400500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 7 15 8 9 -2 11 12 13 14 27 16 17 28 -18 20 -3 -16 23 -22 -24 -6 -21 -11 29 -1
right_child=2 19 -4 4 25 -7 -8 -9 -10 10 -12 -13 -14 -15 21 -17 18 -19 -20 26 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019254059761968376 -0.0013517135159135569 -0.0020226958552857178 -0.00040888383879693504 -0.0018878631593932016 0.0015163435194255888 0.0017594153998361393 0.00059451345898878271 -0.0019843162520824741 -0.0017146927904483624 0.0012402947769527915 -0.0009046385304453808 -0.001315631058803144 -0.001011510511723604 -0.00060951060906636175 -0.0017395629855678615 -0.0018792560843566828 -0.0018964397061413066 -0.0017546778598649063 0.001826841550922181 0.00011229877872354321 -0.001796861996618433 0.0018872936667006406 0.00027786839797499461 0.0014059967162382071 0.0018226342493962392 -0.00064629032899847342 -0.0019405222996467496 -0.00060628234269244016 0.0022353794419183465 0.00059368842773766678
leaf_weight=0.41891941876383387 0.49428450374397925 0.27098652347922314 6.364644414279609 0.83614293625578184 0.44262353121303022 1.2006508923368517 0.6433178586885332 0.30013253982178945 0.36513333767652589 7.0267358020646462 0.62440177134703923 0.38478163932450193 0.47577000694582317 0.56589646637439717 0.34189246827736497 2.2044636185164563 0.21423192648217071 1.9273392304894512 0.39821796934120357 0.51271699112839997 0.5042311829747631 0.14855200727470208 2.8276590590830897 0.20056102424860001 0.697612790390849 0.61784074851311721 0.63955039723077767 0.34561851015314449 0.17277480190386996 0.54699139087460935
leaf_count=92 120 4 369 361 15 177 14 14 13 427 16 15 31 14 44 1104 87 428 11 18 113 30 111 4 14 46 148 18 6 46
internal_value=0 -0.000592387 0.000126985 0.00036767 -0.000688945 0.000530942 -0.00105981 0.000397741 0.000464104 0.000540541 0.000634887 0.00073837 0.000827128 0.000930913 0.00104178 -0.00124071 -0.000858042 -0.0011342 0.000524456 -5.27908e-05 0.00019663 -0.000641015 0.000338804 -0.000885432 0.000583561 0.000256364 -0.00102709 0.00115373 -8.3983e-05 -0.000498853
internal_weight=0 12.1796 20.5351 14.1705 1.89661 12.2738 6.52626 11.0732 10.7731 10.4079 9.91365 9.28925 8.90447 8.4287 7.8628 5.88294 3.67847 3.06602 0.61245 5.65332 4.50105 0.490444 4.23006 0.704792 3.52527 1.06046 1.15227 7.37235 1.13869 0.965911
internal_count=3910 2200 1710 1341 422 919 1788 742 728 715 595 579 564 533 519 1774 670 572 98 412 246 74 242 117 125 61 166 445 144 138
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=2 484 403 123 475 13 52 132 1 1375 34 41 8 34 9 133 123 457 159 457 402 14 13 15 49 50 9 160 1186 2
split_gain=0.33031 0.367067 0.315255 0.314791 0.299419 0.295891 0.481905 0.449744 0.320424 0.274292 0.265505 0.271505 0.344328 0.262061 0.398179 0.265711 0.281183 0.295475 0.297015 0.283972 0.292933 0.308534 0.279506 0.266625 0.283276 0.283325 0.311297 0.270747 0.256539 0.249418
threshold=0.097940000000000013 -0.0043499999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.086424999999999988 -0.091849999999999987 0.11588000000000002 0.084925000000000014 0.10444500000000001 0.096150000000000013 -0.15639499999999998 0.079885000000000025 0.079700000000000007 -0.13234499999999996 -0.016839999999999997 0.087170000000000011 0.10103000000000001 -0.0015249999999999997 0.09141500000000001 0.53894500000000012 0.085575000000000026 0.07802000000000002 -0.37340499999999993 -0.13578499999999996 -0.085974999999999982 0.086465000000000014 0.084755000000000011 0.031805000000000007 0.085230000000000014 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 29 8 9 -7 -4 12 13 -12 -15 16 17 -16 19 20 21 22 -19 -24 -25 26 -26 -27 -6 -2
right_child=3 2 10 -5 28 7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0024749592229323467 0.0030055414557962896 0.0029614590036842027 0.0029710940358667602 0.0017188260369973339 -0.00297048868303139 -0.0018574322980977045 -0.0021158609115724315 0.0020360359973103171 4.0745535030574651e-05 0.0026833915764350167 -0.0030645505245167305 -0.0024084462706708207 0.0025180692174440215 0.0028369642098373202 -0.0021727421820607095 -0.0022867587674754498 -0.0031264635272042615 -0.0031930758224823028 -0.0021942225665850124 -0.0030782913405158529 -0.0030412439817288869 -0.0021039484069742317 -0.0020503262042655601 -0.00077302410549469184 0.0015705124542903372 -0.0030578313217475548 -0.0023424822636667346 0.0032852330341625437 0.0025781922963990724 0.00076905916120373471
leaf_weight=0.75944353631348249 0.69509604613995213 0.10139349161181599 0.23634899104944906 1.2179174425546078 0.8258241079747648 1.8393282622710083 0.38182454320485693 0.63783332568709727 2.5970049503084738 0.12774484697729338 0.28811956656862925 0.49401061321259554 0.42140093096532005 0.38086286000906255 0.54682542406953061 0.56160180488950651 0.27608622377738345 0.16343076853080862 0.46886948638712045 0.21973348455503572 0.21661138453055162 0.3829612664412706 0.28395461637409614 0.75777894508791366 4.2031791900663444 0.24545403927913856 0.19084452930837859 0.080155067145824432 0.082272848550928757 1.2582798660732804
leaf_count=475 16 6 29 179 699 466 49 97 225 5 9 59 57 92 83 263 11 4 111 13 130 30 45 50 393 115 31 1 22 145
internal_value=0 -0.000457648 -0.000323585 0.000305329 -0.00192247 7.69225e-05 0.000963063 -0.000320876 -0.000650257 -0.00156254 -0.000168659 -0.000241541 -0.000131045 -0.000251516 -0.000161244 -0.000294063 -0.0001548 -4.90707e-05 0.000111928 0.000272258 0.000385101 0.000502763 0.000671253 0.000780871 0.000927643 0.0012007 0.00140056 -0.00149636 -0.00246778 0.0015649
internal_weight=0 12.1872 11.4277 8.75503 1.00949 7.53711 2.3352 5.20191 4.56408 1.96707 10.4182 10.1819 9.68787 9.26647 8.97835 8.59749 8.03588 7.7598 7.21297 6.7441 6.52437 6.30776 5.9248 5.76137 5.47741 4.71963 4.39402 0.325609 0.908097 1.95338
internal_count=3910 2728 2253 1182 727 1003 210 793 696 471 1526 1497 1438 1381 1372 1280 1017 1006 923 812 799 669 639 635 590 540 424 116 721 161
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=1 52 47 3 3 15 46 48 50 13 106 1 1 12 15 151 15 12 0 43 42 160 42 43 0 0 133 47 156 2
split_gain=1.49022 0.79256 0.703946 0.698135 0.821993 0.674699 0.697093 0.698699 0.702272 0.661954 0.602304 0.599679 0.563471 0.594057 0.502259 0.554122 0.52387 0.481657 0.466889 0.446206 0.434821 0.618593 0.594069 0.648863 0.520323 0.712477 0.537978 0.409547 0.385192 0.376717
threshold=0.094485000000000013 -0.42985499999999993 0.093315000000000023 -0.115685 -0.032959999999999996 0.024640000000000006 0.092020000000000005 0.12862000000000004 0.14390500000000003 -0.057284999999999996 0.092305000000000012 0.10956 0.13026000000000001 0.092475000000000016 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.085845000000000019 -0.10303999999999998 -0.079109999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 -0.070894999999999986 -0.053834999999999994 0.017095000000000003 0.085165000000000018 0.11896500000000002 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 20 6 7 8 10 12 17 -7 13 -4 15 16 -6 28 -13 -19 -5 -22 23 -23 -24 26 -26 -1 -3 -25
right_child=1 2 9 4 14 11 -8 -9 -10 -11 -12 18 -14 -15 -16 -17 -18 19 -20 -21 21 22 24 29 25 -27 -28 -29 -30 -31
leaf_value=-9.1284096028777787e-05 -0.001539125526836785 0.0013146087998023542 0.00070408411456579349 -0.0015455710769447409 0.00043368474873996731 -0.0011558584071390148 -0.0013014540282071405 -0.00075643561041774355 -0.0015873309143132957 -0.000660088640486767 -0.00089062000315072974 0.0013489529131409579 0.0015329410881253197 -0.0010073525376282726 0.00012704736289591124 -0.0013281701466945496 -0.0012234096658236345 -0.0006777577531101918 -0.00036329259828446427 0.00085122080077239715 -0.0015375999654902836 -0.0015508671498564908 -0.0015388893874681345 -0.0015413098999619134 0.0014150219006325532 -0.001588510811253967 -0.0015356216603143902 0.0011449802495657553 -0.00041924680861206865 0.0011137918142469345
leaf_weight=3.925731272785927 0.60314331122208642 5.6505983285605854 1.0625458835856991 1.9495756716351031 1.343711263034493 1.0256971085909747 0.41788815706968385 0.69727035518735725 0.27109022531658489 3.2211465942673376 0.4120461761485793 0.63990994216874242 0.71244739578105498 0.8535240115597843 4.3500073663890335 1.5629567669238893 0.66583501687273416 0.65299656474962864 0.88650475535541751 1.4012921745888887 1.5485757425776689 0.34120235836599011 1.3106162910116839 0.14014053391292591 0.61274909682106227 0.51047803845722206 0.18858535401523113 0.74384771357290436 0.31572489161044348 1.1325554264476521
leaf_count=204 143 450 35 803 34 107 13 14 14 120 20 19 27 46 156 116 31 47 56 67 569 37 477 29 20 57 74 25 9 91
internal_value=0 0.000183762 0.000240793 -0.000412764 -0.000567377 0.000447271 0.000629154 0.000714972 0.000832849 -0.000195871 0.000910652 -0.000252502 0.00037301 -5.82849e-05 -0.000221528 -0.000645966 -0.00011537 0.00100319 0.000354522 0.000365205 -0.000921634 -0.000711361 -0.000409332 0.000319891 -0.000858111 -0.000177954 0.00072062 0.000105649 0.00122286 0.00082143
internal_weight=0 18.8238 18.2207 20.3266 15.657 12.371 9.81891 9.40102 8.70375 5.84966 8.43266 2.55211 2.62852 1.91607 7.92251 3.5725 2.00955 8.02061 1.52641 2.05429 7.73448 5.7849 4.23633 1.6139 2.62243 1.31181 0.801334 4.66958 5.96632 1.2727
internal_count=3910 1187 1044 2723 2494 816 634 621 607 228 593 182 108 81 337 181 65 573 75 114 2157 1354 785 157 628 151 94 229 459 120
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=1 0 2 13 0 47 123 4 482 2 128 8 14 1373 50 457 48 2 14 13 49 51 10 457 457 42 13 0 3 0
split_gain=0.33023 0.361651 0.31982 0.370297 0.356155 0.30028 0.358125 0.331865 0.304995 0.318333 0.348736 0.280341 0.254029 0.268384 0.25449 0.263062 0.287613 0.353705 0.25372 0.252182 0.246781 0.256909 0.320095 0.238717 0.370763 0.238111 0.333502 0.274901 0.237109 0.428911
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.086425000000000016 0.085195000000000007 -0.23071499999999998 0.10234000000000001 0.13345500000000002 0.086165000000000005 0.079700000000000007 0.086850000000000011 0.09586500000000002 0.10119500000000002 0.53894500000000012 0.12862000000000004 0.082715000000000025 -0.13131999999999996 -0.5337599999999999 -0.22390499999999999 0.077145000000000005 0.14498500000000003 0.084715000000000013 0.085230000000000014 0.091955000000000023 0.41346500000000003 -0.069414999999999991 0.090325000000000003 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 10 11 12 13 14 15 16 17 20 -19 -3 -9 22 -22 -5 -25 -21 27 -27 29 -20
right_child=5 19 3 23 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 28 25 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00024743187770702468 -0.002310608138027111 -0.0033883011426401742 -0.0029995012796807962 -0.0032153610643736595 0.0014229904923537865 -0.00054684990934875252 0.0027765160968820112 0.0032456224668542285 -0.0030295397493210014 0.0028210072295398372 -0.0031350114965617562 0.0029829540375504106 -0.003290737315130268 -0.0033101850027148108 -0.0025784412738320056 -0.0028031460486686944 -0.0015103436395119206 -0.0005641863316396702 -0.0013480084816880475 0.00060393272371665697 -0.0017212809000624876 0.0026157195022413916 0.0033373860900744899 0.0027708742807262981 -0.0032160474891533152 0.0022457504938672816 0.0036605221228442966 -0.0032992800270128845 0.0031426697742833443 0.0023684288865456118
leaf_weight=0.93498370327870484 0.45996112536522371 0.21025589480996165 0.28289852291345596 1.5810781125910573 0.53835619744495611 4.0346290524466886 0.65426059521269131 0.19920295197516491 0.24405362593824964 0.60173838841728855 0.27289996923354909 0.44813791837077577 0.18735398584976781 0.18393648206256319 0.24456230908981513 0.20435985969379533 0.46444950299337495 0.41985788871534202 0.45208362303674254 2.99589737900533 1.0718793036357963 0.22162318183109153 0.14456755976425473 0.19147281243931491 0.2341869288648013 0.11051228892756626 0.11176655441522598 0.51704359283030488 1.2253737878054378 1.0525544636766424
leaf_count=232 143 4 43 1374 48 369 181 6 57 126 96 58 20 14 110 13 16 28 9 242 251 20 15 8 83 27 1 138 90 88
internal_value=0 -0.000662796 -0.00137059 -0.00190553 -0.00010043 0.000173432 0.000505446 0.000321973 0.000480495 0.000596341 0.000399271 0.000547202 0.000367428 0.0004839 0.000606323 0.000749079 0.00088731 0.00111993 0.00174533 1.22534e-05 -8.32396e-05 -0.000544357 -0.00112009 -0.00264426 -0.000522975 0.000203671 -0.00141828 -0.0023228 0.00210052 0.00125179
internal_weight=0 7.70845 3.76298 2.82799 0.821255 12.7875 8.75286 8.0986 7.63863 7.39458 6.79284 6.51994 6.0718 5.88445 5.70051 5.45595 5.25159 4.78714 3.14987 3.94548 1.63727 1.43807 1.21645 2.00674 0.42566 3.73522 0.739322 0.627556 2.73001 1.50464
internal_count=3910 2200 1788 1556 91 1710 1341 1160 1017 960 834 738 680 660 646 536 523 507 215 412 292 286 266 1465 91 408 166 165 187 97
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 40 0 16 457 2 12 12 1 16 12 2 42 3 16 474 4 160 42 48 14 4 4 160 1
split_gain=2.36488 1.24229 0.990199 0.953 0.991181 1.0138 0.900802 0.866912 1.12593 0.733932 0.651148 0.650286 0.635443 0.787417 0.634748 0.588125 0.746247 0.827845 0.572288 0.717824 0.629905 0.64301 0.602944 0.562006 0.644808 0.674253 0.534812 0.496743 0.447707 0.443061
threshold=0.099595000000000017 -0.071274999999999991 0.080120000000000011 0.086785000000000015 -0.17479499999999998 0.11551000000000002 0.34489500000000001 -0.070894999999999986 -0.50763499999999995 0.083995000000000014 0.13215000000000002 0.084100000000000022 0.08401500000000002 0.083370000000000014 0.3935300000000001 0.098845000000000016 0.091985000000000011 0.085465000000000013 -0.016619999999999996 0.081265000000000018 0.084655000000000022 0.0057500000000000008 0.088785000000000017 -0.13165499999999997 0.12862000000000004 0.07802000000000002 -0.0031049999999999997 -0.0017649999999999999 -1.0000000180025095e-35 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 -3 10 -2 8 -4 11 23 12 13 -10 15 16 17 -9 29 20 21 27 -23 -6 25 -25 -11 28 -20 -1
right_child=1 3 7 -5 5 -7 -8 14 9 26 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.5439608389900215e-06 0.001097231283958434 -0.0011366403718282173 0.00061320137770748385 -0.00040452638204969244 -0.00087825945108591823 -0.0013807642518512699 -0.0013966111273710099 -0.0014552125614777785 -0.0013549150234849329 -0.0010633502794234299 0.0013712444246339042 -0.0013082758159949758 0.0014236415459467774 0.0012074102574110622 -0.0013884297653131376 -0.00074102850392595632 0.00078310511541154065 0.00060708277047943242 -0.0011641146109526309 -0.0013867202155643343 0.00071127637648938594 -0.00024076246496162559 0.001155331055387667 0.00078377569259270509 -0.0005243267417441021 -0.00069136318216103849 0.00060669398598904372 -0.0013876428923577828 4.1463549754965874e-05 0.00099036198172048457
leaf_weight=2.4610302441287781 3.4406390511430831 0.79970846930518646 0.87206048332154651 5.3413882313761851 0.59665603470057149 0.53135176585055965 0.27858939953148354 0.73129526257980548 0.9245546244783307 0.5809453590773046 1.34516029455699 6.5357868468854576 0.29422349738888431 0.27743725525215268 0.68327814969234157 1.4147002509562296 2.0882148833479732 0.65794993191957474 0.80716083361767199 0.94842751382384438 1.2458013808354733 1.822000897722319 0.7887110118754207 5.4298586724325988 0.99607058241963375 0.61364463926292945 0.82676746300421544 1.2030715895816713 1.7077642502263184 1.2286068294197319
leaf_count=78 306 95 47 206 12 34 8 24 163 72 110 1740 14 9 94 139 71 50 30 80 34 76 19 219 17 12 28 53 36 34
internal_value=0 0.000217442 -0.000388326 5.2793e-05 0.000289664 0.000409569 0.00091043 -0.000607869 -0.000836991 -0.000970962 0.000515488 -0.00112667 -0.000333404 -0.000763493 -0.000184108 -1.59033e-05 0.000279092 -0.000478504 -0.000102725 -0.000292715 -0.000155731 -0.000326401 0.000181005 0.000364742 0.000470096 0.000633993 -8.25123e-05 -0.000682693 -0.000345465 0.000336145
internal_weight=0 19.3731 28.0998 15.6538 10.3125 9.51274 3.71923 15.8872 10.3118 9.43972 8.98139 8.032 1.49622 1.20199 5.57544 4.89216 3.47746 1.38925 12.2126 8.52294 7.57451 6.32871 2.61071 7.63623 7.03957 6.0435 1.40771 3.718 2.51493 3.68964
internal_count=3910 1019 2891 705 499 404 314 2451 2073 2026 370 1926 186 172 378 284 145 74 440 328 248 214 95 260 248 231 100 119 66 112
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=1 51 12 124 3 150 49 0 42 484 484 9 160 133 401 160 474 47 51 1374 106 13 42 1 0 0 3 16 43 0
split_gain=0.312517 0.28863 0.312343 0.318573 0.294651 0.280361 0.382833 0.485913 0.336658 0.42574 0.331378 0.292728 0.322912 0.326389 0.303235 0.288645 0.280265 0.273442 0.277728 0.247328 0.345843 0.245358 0.288719 0.318093 0.359742 0.314283 0.27756 0.252351 0.400229 0.296
threshold=0.11561500000000001 -0.40274499999999996 -1.0000000180025095e-35 -0.52484999999999993 0.16699000000000003 0.082085000000000019 -0.006494999999999999 0.076335000000000014 -1.0000000180025095e-35 0.079595000000000013 -0.0043499999999999988 0.037245000000000007 -0.098319999999999991 0.10681500000000001 0.078330000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.120245 0.13339000000000004 -0.094679999999999986 0.092305000000000012 -0.5337599999999999 0.084100000000000022 0.10113500000000002 -0.071924999999999989 -0.053834999999999994 -0.13309499999999996 -0.03800499999999999 0.088185000000000013 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 17 6 7 -1 9 -8 -10 12 14 16 -12 -7 -14 18 -4 -17 -21 -18 27 24 -24 -26 -27 28 29 -23
right_child=1 2 4 -5 -6 15 8 -9 10 -11 11 -13 13 -15 -16 19 21 -19 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0025832623984253116 -0.0014424489883964181 -0.003094659857386604 0.0011109562279549043 0.0026966592175202389 0.0030243502212516211 -0.0016730869883070764 -0.0022625209749438943 0.0031937299303935974 -0.0024949779471901178 0.0019645703518188411 -0.002621616930587752 -0.0023340610186294341 -0.0032152297285640043 -0.0022292078417482201 0.0029853583647305804 -0.00098968099386636589 -0.0021406971704266255 -0.0017082824587077137 -0.0019768205099878824 0.0013804142877070066 -0.0023844587424712315 -0.00092690588477639462 -0.0028655949918543725 0.0018987005816642002 0.0021517195109647352 0.0011474082524198753 -0.002956993158507571 0.0019133570204686043 -0.0021544527398998877 0.0018320396815971643
leaf_weight=1.2806120365130471 0.54908672173041839 0.091955521143972763 1.4742714533349497 1.0030284345266411 0.31779714650474478 0.53475988999707658 1.3592766547808413 0.14359504135791201 0.4929126034694481 0.25018594275752537 0.58429796037671433 0.4436953174881636 0.17542264540679564 0.41278873679402739 0.10020562171121128 0.64073242270387787 0.27752093120943477 0.63253912061918516 0.31319678464205924 2.5565550377068567 0.23638142831623543 0.47316557914018642 0.52536314353346458 0.48571337905013923 0.41771840656292625 0.25389353092759848 0.34418585701496718 2.0513860625797031 0.41990015772171307 1.2716858188796323
leaf_count=273 49 4 142 236 55 152 868 6 361 49 284 58 77 215 8 25 12 33 32 225 5 21 339 38 43 7 47 160 11 75
internal_value=0 0.000576812 0.000866092 0.00221031 0.000328472 -0.000322431 -0.00055333 -0.0020008 -0.000353946 -0.00160543 -0.000123218 1.8712e-05 0.000152663 0.000340763 -0.0018008 0.000362018 0.000499195 -2.55529e-05 0.000569922 0.000678965 0.00106177 0.000599125 0.000720918 -0.000202714 -0.000864998 0.000169696 -0.00121461 0.00116495 0.000455731 0.00108387
internal_weight=0 4.38188 3.83279 1.09498 2.7378 15.732 11.7635 1.42421 10.3393 1.60946 8.72986 8.23694 7.79325 7.10874 0.684504 3.96843 6.69596 2.42001 1.78747 3.43367 2.79294 6.52053 6.24301 2.02687 1.54116 1.0158 0.598079 4.21614 2.16475 1.74485
internal_count=3910 551 502 240 262 3359 2952 279 2673 917 1756 1395 1337 1045 292 407 830 207 174 255 230 753 741 474 436 97 54 267 107 96
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=1 52 0 3 47 52 15 43 43 13 39 15 106 48 12 4 12 159 4 16 131 132 50 158 12 49 15 15 1 12
split_gain=1.69226 0.936293 0.917079 1.15885 0.871516 0.800349 0.748893 0.707741 0.85152 0.694666 0.682337 0.660499 0.577301 0.59886 0.575168 0.687482 0.573315 0.479545 0.413308 0.489727 0.406998 0.405724 0.398045 0.390351 0.349676 0.350969 0.387759 0.595967 0.395934 0.843302
threshold=0.094485000000000013 -0.27466499999999994 -0.070894999999999986 0.086245000000000016 0.093315000000000023 0.12539500000000003 0.035895000000000003 -0.078454999999999983 0.070805000000000021 -0.071149999999999977 0.084835000000000008 -0.008624999999999999 0.092305000000000012 0.12862000000000004 0.085775000000000004 0.39574000000000004 0.11878500000000002 -0.094429999999999986 -0.029114999999999999 -0.54165499999999989 0.10350000000000001 0.080815000000000012 0.11901000000000002 -0.4087349999999999 0.085665000000000005 0.0052300000000000011 0.084050000000000014 0.083825000000000024 1.0000000180025095e-35 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 6 12 21 -9 -8 18 -5 13 16 24 -16 22 23 -6 -20 -2 -4 -3 -7 25 26 27 28 29 -1
right_child=1 4 7 11 10 17 9 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015538210682312385 -0.0012551145802737601 0.0012497959174329544 0.00015179050803853145 -0.0004033828603092541 0.00057874377518687113 -0.00082296136500792177 0.0013666218898048526 -0.0012496094319500522 0.00013692611264599214 -0.00070143905484610464 0.00083209606857126287 0.0010030526914716811 -0.00089476323982615083 -0.00058330456321047748 -0.0014768822381421602 0.0015750999274140444 -0.00023103309083370854 -0.00096978295533061516 0.00062260179603713321 -0.0010178432983500971 0.0007698908445491026 0.001282592267691062 -0.00054766069413545175 0.0012826414996440902 0.0013713658313558173 -0.0015432588247286307 -0.0015533254487174709 0.0019355225575978065 -6.0314150861625213e-05 0.001238868257455083
leaf_weight=1.3745759847806787 1.3711080029606844 6.838293882785365 2.5793736451305453 2.1577406753785913 0.62793153105303678 0.32446519983932387 0.50208163110073689 1.7667291019461107 2.4467595423338935 1.5007186670554791 1.0452917637303469 1.205544726923107 0.41965856612660069 0.56229174509644497 4.1445844875415787 0.17831085994839657 0.74176788982003916 1.2481438477989275 0.49685416137799654 2.7800373553764066 0.2762043026741593 1.027761574136093 0.29779285471886385 0.54898003395646833 0.19718237034976471 0.93464679189492006 0.72094668023055408 0.24969931365922082 2.1631285049952567 0.30625188292469818
leaf_count=215 159 490 115 60 21 45 22 239 83 94 46 33 20 11 1431 6 32 53 13 133 11 42 11 26 13 162 205 9 96 14
internal_value=0 0.000182485 -0.000436289 -0.000674621 0.000283346 0.000490497 0.000657487 -2.08388e-05 -0.000444453 -0.000182997 -0.000260015 0.000100744 0.000847482 0.00093411 -0.000928559 -0.00135099 0.00104242 -0.000364494 -0.000552365 -0.000769113 -0.000915583 0.000473984 0.00117479 0.000500458 -0.000621459 -0.000689807 -0.000524129 -0.000342874 -0.000490876 -0.00104498
internal_weight=0 19.5816 21.4532 13.6326 17.9343 12.9842 10.8626 7.82062 4.21349 2.0028 4.95011 3.36329 8.8598 8.44015 10.2693 4.3229 7.87785 2.12159 3.90482 3.27689 1.64731 3.60714 7.13609 0.873445 5.94643 5.74925 4.8146 4.09366 3.84396 1.68083
internal_count=3910 1187 2723 2244 1017 804 680 479 322 116 213 93 564 544 2151 1437 533 124 167 146 170 157 501 71 714 701 539 334 325 229
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=52 133 1 50 158 123 50 13 52 1 51 39 124 14 3 49 13 131 2 2 48 52 160 14 47 15 147 13 13 3
split_gain=0.307033 0.342672 0.316697 0.276514 0.308245 0.266146 0.255455 0.267629 0.299389 0.37852 0.261212 0.310227 0.253582 0.250706 0.270167 0.318456 0.304241 0.302184 0.315889 0.279246 0.232288 0.334583 0.238136 0.261794 0.263048 0.233462 0.243109 0.220505 0.278448 0.22881
threshold=-0.42985499999999993 -0.26719999999999994 0.10113500000000002 0.086465000000000014 0.084965000000000027 0.11662000000000002 -0.40676499999999999 -0.0064299999999999991 -0.0093349999999999978 0.11368000000000002 -0.40274499999999996 0.11592000000000001 -0.50873999999999986 0.077685000000000018 -0.115685 -0.10837499999999999 0.10153000000000002 0.084390000000000007 0.097940000000000013 0.10488500000000002 0.12675000000000003 0.024145000000000003 0.10446500000000002 -0.46879999999999994 0.09585500000000001 0.024640000000000006 0.10271500000000001 -0.084084999999999979 -0.083514999999999992 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 8 -8 -10 -9 20 -11 14 16 -16 -3 18 27 -20 22 -22 23 -12 25 26 -25 -17 -29 -30
right_child=1 2 6 5 -6 -7 7 10 9 12 11 -13 -14 -15 15 17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0021480782068076937 -0.0025783308326143839 0.0017865786418828058 -0.0029418228983614115 -0.0029399030487038437 -0.0019774514197960823 0.0029894189803050374 0.0025648326387763044 -0.0029861611639400232 -0.00066528854828725901 -0.0030060945925877952 -0.002393529219575231 0.0030443925567489403 0.0022194257787064835 -0.0029552160889946325 -0.0026382682048910369 -0.0015728644193761742 -0.00039860035855413223 -0.0025984156243369053 0.0021034508771838861 -0.00046225954557221454 -0.0029995626114563832 0.00060161900833399242 0.003029242163280745 0.0021907710805590596 -0.001137479435991458 -0.00078439024110480381 -0.00056492074801807349 0.0027342828694395423 -0.001710717392268002 0.00015263683968470677
leaf_weight=0.60861732572084548 0.4424432147206997 1.3192064677714399 0.18258184677688394 0.53000001475447867 0.7631591629469775 0.07246145885437727 0.936684965854511 0.22115770820528258 1.0278790622833187 0.084974333643913713 0.30386502254987213 0.31001974880928163 0.9808316059643396 0.24531885067699555 0.44526478904299605 0.950935898610627 0.90430453876615491 0.384174974344205 0.99785418430110417 0.55636790799326263 0.45902357844170172 0.41246202331967652 0.26496578822843719 1.1469825836829834 0.65864660451188672 0.47877889766823489 0.3524040791671722 0.28807146809413486 0.70262012541934682 2.6397619961935384
leaf_count=353 227 71 33 493 263 3 179 14 74 4 18 36 215 53 58 356 47 244 78 119 32 18 12 140 27 22 15 22 488 196
internal_value=0 -5.43656e-05 5.60576e-06 -0.000316451 -0.000203586 -0.00222675 0.000450297 0.000531377 0.00120119 0.000591114 9.09162e-05 0.000246033 0.00180281 -6.00885e-05 1.72065e-05 -0.000263933 0.000897864 -0.000101779 5.4545e-05 0.001185 3.32489e-05 -0.00129517 0.000394394 0.000156984 0.000450904 0.00097977 0.00154309 -0.000328958 -3.13753e-06 -0.000239069
internal_weight=0 19.0632 18.6208 10.7995 10.197 0.602461 7.82126 7.63868 3.03037 2.09369 4.60831 4.38715 1.06581 9.43388 9.18856 6.96505 2.22351 6.51979 6.13561 1.55422 4.07713 0.871486 3.20564 2.94068 2.63681 1.97817 1.49939 4.58139 3.63045 3.34238
internal_count=3910 3557 3330 2491 1995 496 839 806 472 293 334 320 219 1732 1679 1561 118 1503 1259 197 284 50 234 222 204 177 155 1062 706 684
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=4 12 12 453 1 132 50 48 151 14 13 0 150 147 456 4 3 52 457 13 0 1 15 457 457 42 49 15 0 52
split_gain=2.14591 1.40881 1.09276 0.903391 0.84183 0.818011 0.789641 0.745247 0.716468 0.699638 0.591825 1.06325 0.712534 0.563966 0.558262 0.552401 0.505452 0.408307 0.39795 0.417828 0.39033 0.372854 0.34997 0.340533 0.305951 0.300224 0.283752 0.34157 0.641748 0.378916
threshold=0.28937500000000005 0.080120000000000011 -0.041094999999999993 1.0000000180025095e-35 0.13026000000000001 0.080815000000000012 0.11901000000000002 0.11379500000000002 -0.086769999999999986 -0.46879999999999994 -0.00059999999999999995 -0.06340999999999998 0.084925000000000014 0.10271500000000001 0.077935000000000018 -0.10018999999999999 0.10666500000000002 -0.092854999999999979 0.084715000000000013 0.076210000000000014 -0.051824999999999989 0.086430000000000021 0.082225000000000006 0.086205000000000018 0.085510000000000017 0.094935000000000005 -0.073619999999999977 -0.095799999999999982 -0.087359999999999979 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 16 8 7 9 14 -4 11 12 15 -11 24 -10 18 -12 -3 23 -6 -7 26 -20 -1 -13 -19 -28 -29 -30
right_child=2 4 3 -5 20 21 -8 -9 10 13 17 25 -14 -15 -16 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0013682573722519176 0.0015421146088634746 -0.0011486530054910502 -0.00082625047005553502 -0.0016206847268407857 0.0012173838502345503 -3.6121317038353913e-06 -0.0016070102685285226 -0.00066376304331476946 0.00059406155147144653 0.0015517668932972129 -0.0013792395265783558 0.0014861545234383644 0.0010652625116768348 -4.7951390973032245e-05 -0.0009986585847076429 -0.0011068259649432053 -0.00018444466572679351 -0.0011918521832414159 0.00049580732178274435 0.00080440795818019007 -0.00063782221598928941 0.0015565023930423046 -0.0016036785140096743 -0.0014749427569750947 -0.00021659635614257577 -0.00032101465384499171 -0.0010260062310335713 0.00035726072637127609 -0.0012079293669644074 -3.8576358634829948e-05
leaf_weight=0.97407423681579774 1.2171244274359194 17.772593987290758 0.51194587070494879 0.72968890145421017 0.57357098162174225 0.75821415288373717 0.50015311408787955 1.0956933526322243 0.52774422243237529 1.8690544976852832 2.1092013150919255 0.94898597989231592 0.5380661676172166 0.69714691210538138 0.47477832483127702 2.6442115958780055 1.5491001359187055 1.2815325669944302 0.28451236197724827 0.49729162896983325 0.47994552738964447 0.66034489287994802 0.78088903799653042 0.69671005848795176 0.39423595508560538 0.27266132272779942 1.5825125735718772 2.3657742668874571 1.5654202969744706 1.0782447317615149
leaf_count=57 192 2566 13 19 14 25 13 24 19 146 112 62 48 19 19 108 25 27 12 16 26 45 26 73 12 19 60 51 39 23
internal_value=0 -0.000688871 0.000242754 -4.99133e-05 -0.000951538 -0.000386065 0.000195311 0.000411283 -0.00047574 0.000793956 -0.000580873 -0.000145423 -0.000549859 0.00111718 0.000419542 -0.000823835 -0.00101859 -0.000780388 -0.00108571 -0.000329059 0.000372216 0.000722627 -0.000634439 -0.00090351 0.000911631 0.00108281 -0.00053831 -0.000411256 -0.000217053 -0.000730997
internal_weight=0 40.8106 6.62081 5.40368 21.8537 18.9569 4.67399 4.17384 17.5383 3.07815 15.6952 4.93167 3.71002 2.5662 1.84309 3.17196 20.8002 10.7636 19.2511 1.47851 1.05352 1.41856 8.65437 0.981222 1.36831 1.22165 7.87348 6.59195 5.00944 2.64367
internal_count=3910 3484 426 234 2732 752 215 202 682 178 594 256 175 165 88 127 2692 338 2667 101 40 70 226 85 69 81 200 173 113 62
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 52 39 47 50 3 3 4 46 48 128 15 151 15 11 15 4 131 42 3 42 160 42 43 13 132 150 159 2 43
split_gain=1.9807 1.09613 1.00705 1.12006 0.974899 0.946594 1.0589 0.899252 0.808346 0.786645 0.77037 0.514031 0.63699 0.522785 0.470271 0.498677 0.469025 0.41741 0.414973 0.58746 0.411002 0.580812 0.574465 0.707386 0.550511 0.526294 0.405483 0.571626 0.576782 0.615458
threshold=0.094485000000000013 -0.27466499999999994 0.085220000000000004 0.093315000000000023 0.11644500000000001 -0.115685 -0.032959999999999996 -0.17479499999999998 0.092020000000000005 0.12862000000000004 0.086435000000000012 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.080455000000000013 0.079360000000000014 -0.15796999999999997 0.10350000000000001 0.086125000000000021 -0.077584999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.085330000000000003 -0.089949999999999988 0.14810000000000004 0.093105000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099675000000000014 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 3 4 7 14 20 -3 -4 10 18 12 13 -8 15 -1 -17 -2 -9 -20 -7 -22 23 -23 25 -24 -5 -28 29 -29
right_child=1 2 8 26 -6 6 11 9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00043661854894077581 -0.0010683545589758683 -0.0010735545320226174 0.0010010088402519547 -0.0013536704348460957 -0.0011519352194749269 -0.0013022380592373115 0.00032976549156650558 0.00089427609206909741 -0.0010031644337989869 -0.00075382367935094739 -0.00092963916392104829 6.6785415838109394e-05 -0.001130983896022559 -0.0010257982927771444 -0.00091257955168315386 0.00076916054424742519 -0.0013233531048895012 0.00061973787977904343 0.00079938835888229167 -0.00066525201108385721 -0.0012954005243669357 -0.0013100055210859395 -0.001300371436609604 0.00056110567910670306 0.00030077981653085469 0.00055834298130849331 -0.0013179298042540874 0.0003625407331522582 0.00070329359676285302 -0.0011546667798515169
leaf_weight=3.7638990645064068 1.5160394653212304 0.62056899722665626 3.6812164033763102 0.69942398881539691 0.69413068424910385 2.3563903935719317 1.5069779702462258 6.1292533320374734 0.36614061333239067 0.73152039758861143 0.48983852518722493 4.8613643089774961 1.7716520865214986 0.6846849049907181 0.67399330285843451 0.25805900758132339 0.56609799491707224 0.28851697384379793 1.1129871562588958 0.76440097810700525 1.8230122836539555 0.43778845493216056 2.0743603697046646 1.4150512219639457 0.6050637753214686 0.2869551695184781 0.70961933094076846 0.79689976107329175 1.1008853134699164 0.99467416619881877
leaf_count=97 159 23 304 24 57 803 34 297 9 16 28 156 116 31 67 7 58 11 48 66 569 37 592 120 20 16 58 26 30 31
internal_value=0 0.000159412 0.000250909 9.58243e-05 0.000321532 -0.000388629 -0.000530165 0.000425383 0.000819703 0.000526184 0.000636388 -0.000213542 -0.000557389 -9.37185e-05 9.07739e-05 0.000238168 -0.000668148 -0.000798458 0.000732196 0.000203043 -0.000840668 -0.000676922 -0.000442964 0.000119 -0.000793974 -0.00107449 -0.000457371 -0.000283334 -2.95123e-05 -0.000479806
internal_weight=0 20.6961 18.8916 14.8442 10.5427 23.0854 17.8233 9.84857 4.04736 9.228 8.49648 8.82468 3.96331 2.19166 5.26205 4.58806 0.824157 1.80456 8.00664 1.87739 8.99862 6.64223 4.81922 1.85284 2.96638 2.36132 4.3015 3.60208 2.89246 1.79157
internal_count=3910 1187 1017 704 535 2723 2494 478 313 455 439 337 181 65 229 162 65 170 411 114 2157 1354 785 157 628 608 169 145 87 57
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=15 50 421 474 158 52 133 1374 480 2 1 15 150 1375 1374 0 0 3 43 12 96 2 160 1 52 48 456 12 42 124
split_gain=0.304816 0.323046 0.316808 0.322454 0.290943 0.273876 0.31701 0.296844 0.264473 0.262221 0.368733 0.298318 0.253749 0.349468 0.250606 0.305365 0.478457 0.304374 0.272065 0.246871 0.242484 0.271773 0.238711 0.232776 0.231689 0.222425 0.219712 0.226774 0.237207 0.208789
threshold=-0.26361999999999991 0.11843500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.084965000000000027 -0.42985499999999993 -0.26719999999999994 0.090240000000000015 0.08456000000000001 0.091985000000000011 1.0000000180025095e-35 -0.11739999999999999 0.083435000000000023 -0.43271999999999994 -0.049459999999999997 -0.10575999999999998 -0.067059999999999995 0.084925000000000014 -0.069494999999999987 0.051320000000000005 -1.0000000180025095e-35 0.087995000000000004 -0.40446999999999994 0.091845000000000024 -0.094124999999999986 0.10322500000000003 0.090170000000000014 0.098845000000000016 -0.09361499999999999 0.15597500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -7 8 9 10 -8 -12 22 -14 -13 -16 20 18 -18 23 -17 -22 -11 -6 -15 -2 27 28 -24 -29
right_child=4 -3 -4 -5 19 6 7 -9 -10 12 11 14 13 24 15 16 17 -19 -20 -21 21 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0032326515517366746 -0.002909045275564205 -0.0018252287794985798 -0.0030085702661496257 0.0023312620410709177 -0.0021437939210098588 -0.0029293983131941414 -0.0013284665875420557 -0.0023686950810499238 -0.0029132647763671186 -0.00294312911035257 -0.0016813883883773481 -0.0021764245728126187 -0.0014250442852967115 -0.00065424160288484509 0.0015357507178114203 0.0032281203241229157 0.0028529991426820222 -0.0014854855416933912 4.3654355611185273e-05 -0.0026684320679332724 -0.0020664962415662042 0.002474368794480443 -0.0025379098592452467 0.0016951330195074171 0.0024479872666683532 0.0015802927314485906 -0.002324030205945645 -0.0015213773917267404 0.00082659700479513769 0.0028618852110217363
leaf_weight=0.093702733516693004 0.48895305444603465 0.28186002559959877 0.11729967966675747 1.268705569847955 0.24627474724547826 0.31904499068332981 2.0475856455450323 0.43645705954986702 0.24786070331174492 0.19793470547301684 0.68112290545832355 0.30430008308030654 0.30370892374776293 0.23836509755346913 1.6341144721372978 0.0927074253559107 0.727976782422047 0.30789363128133107 0.47864703441155221 0.73653100906813052 1.1303575021738654 0.12236794224008907 0.18324116844451044 0.28595198527909815 1.310293953749351 0.11400947556830943 0.25616237960639399 0.72190282114024729 4.1781765377672855 0.10417196049820632
leaf_count=1 336 25 2 274 36 200 874 59 222 69 57 23 5 20 97 1 63 33 48 282 407 4 27 30 145 16 26 158 365 5
internal_value=0 0.00101467 0.00155563 0.00194859 -0.000247171 -0.00014523 -7.31739e-05 -1.51514e-05 5.2124e-05 0.000101056 -0.000280515 0.000111085 0.000484313 0.00141378 0.000365525 0.000537644 -3.26526e-05 0.00108314 0.00173858 -0.00158314 -0.00128867 -0.00162294 0.000179131 -8.12354e-05 0.0019705 -0.00206019 0.000292658 0.000421872 0.00068524 -0.000968627
internal_weight=0 1.76157 1.47971 1.36241 17.8961 16.6274 16.0244 15.7053 15.2689 15.021 7.52707 5.47949 7.49396 1.85237 4.79836 4.49406 2.85995 1.51452 1.20662 1.26876 1.34543 1.25273 5.64159 0.532227 1.54866 0.602963 5.44365 5.18749 4.36142 0.826075
internal_count=3910 302 277 275 3608 3260 2908 2708 2649 2427 1607 733 820 170 676 653 556 144 111 348 412 411 650 66 165 352 581 555 392 163
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=1 0 2 31 3 11 2 2 13 3 0 0 48 1 3 2 52 4 133 4 52 4 2 15 49 106 16 159 48 3
split_gain=1.64553 1.21532 0.95479 0.963952 0.953297 1.42579 0.766142 0.73356 0.732403 0.653795 0.839337 0.743391 0.771724 0.651708 0.640233 0.58783 0.580316 0.575103 0.531511 0.511749 0.795946 0.528022 1.33725 0.497306 0.663686 0.48496 0.458617 0.438365 0.437819 0.560264
threshold=0.085835000000000009 -0.070894999999999986 0.090420000000000014 -1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 0.084065000000000015 -0.10017999999999999 -0.26418499999999995 0.16699000000000003 -0.18087499999999998 -0.073129999999999987 0.12675000000000003 0.13084000000000004 -0.084129999999999996 0.082715000000000025 -0.066329999999999986 0.28937500000000005 0.10681500000000001 -0.49837999999999999 0.10433000000000002 -0.14963999999999997 0.10113500000000002 -0.092459999999999987 -0.073619999999999977 0.091500000000000012 -0.17157499999999998 -1.0000000180025095e-35 -0.064549999999999982 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 25 5 27 14 28 -8 11 -11 12 23 15 -1 26 -17 -7 19 20 -3 -21 -23 -6 -25 -2 -9 -4 -5 -30
right_child=2 18 4 7 9 17 8 13 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0011253621364050619 0.0015974289400644223 -0.0016390136555664266 -0.00050973132556538913 0.0016103876945740068 -0.00022964516726635208 -0.001581577424744312 0.00036608157514881083 -0.00036351401784098455 -0.0012876682783203397 -0.00087479244246040978 0.0013524444038015262 -0.0015802129594701386 -0.0010351396618857242 0.0002703436288080044 0.00063706006338203785 -0.00079441726928472685 0.00097745918828147501 0.00035213881788319574 -0.0012781379734549221 0.000813903004850318 0.00044450402352728626 0.00078782367826483448 -0.0015561960090105273 -0.00046269391348629845 0.0013956512036264899 -0.00056602380479702581 -0.0013462432543780698 0.0014377072399745314 -0.00048339751453683533 0.0012411427740744285
leaf_weight=0.81564233009703491 0.94194461102597304 0.91644319426268317 0.29516383400186796 0.51168060116469893 2.1162809529341753 0.62467455829028018 0.70034158416092473 1.6107275420799823 6.828086655936203 0.54367705481126938 1.5327754409518091 0.83494876755866965 1.3543529561720786 1.680840441258624 1.2203797422116638 1.0173346505034713 0.77044628933072079 0.87688683578744531 0.78036784240975965 2.5097510376945134 0.82765101594850421 1.3698254730552433 0.99775225995108474 0.65866738674230862 1.4802143773995347 0.33250884851440787 3.7455999737139836 3.8525112818460912 1.51505109644495 0.63373036892153201
leaf_count=164 88 54 13 16 49 102 14 33 1542 23 117 57 36 44 68 37 19 35 105 44 17 31 161 17 49 21 613 241 43 57
internal_value=0 -0.000544539 6.78146e-05 -0.000237781 0.000342996 0.000833589 -0.000907147 -0.000378788 -0.00113383 1.77394e-05 0.000769288 -0.000224415 -2.2611e-05 -0.000592492 -6.89766e-05 -0.000795497 -3.0825e-05 -0.000452319 -7.59829e-05 6.56971e-05 -0.000650291 0.000321729 -0.000200001 0.000299661 0.000823375 0.00103298 -0.00105072 0.00129912 0.000330086 2.52133e-05
internal_weight=0 16.9662 26.93 12.7599 14.1702 5.64924 9.56445 11.4854 7.52843 8.52092 2.07645 6.44446 5.60952 8.82495 2.03602 7.14411 1.78778 1.50156 7.40179 6.62142 1.74409 4.87733 2.36758 4.25516 2.13888 1.27445 5.35633 4.14768 2.66046 2.14878
internal_count=3910 2200 1710 971 739 391 1788 862 1556 348 140 208 151 746 232 702 56 137 412 307 71 236 192 115 66 109 646 254 116 100
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=1213 484 150 1 51 14 376 52 151 52 43 132 47 1 42 52 34 475 151 16 49 0 457 1375 457 16 42 50 121 42
split_gain=0.302787 0.290091 0.402784 0.317706 0.423581 0.369689 0.297719 0.32958 0.378199 0.313153 0.301286 0.298982 0.303669 0.369036 0.472484 0.32457 0.322608 0.262731 0.231691 0.228843 0.290566 0.239814 0.268725 0.325328 0.206316 0.223208 0.257351 0.200856 0.197955 0.186091
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 0.13662500000000002 -0.40274499999999996 0.077685000000000018 0.048375000000000008 0.084890000000000007 -0.29526499999999994 0.06136500000000001 -0.18906999999999999 0.079995000000000011 0.13206500000000002 0.11477000000000001 -1.0000000180025095e-35 -0.092854999999999979 -1.0000000180025095e-35 -0.086004999999999984 -0.21628999999999995 -0.54165499999999989 -0.091004999999999989 0.12500000000000003 -0.0034949999999999994 -0.43271999999999994 0.082870000000000013 -0.27337499999999998 0.060615000000000009 -0.23452499999999996 0.12710000000000002 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 5 -5 6 7 8 -3 11 -9 12 13 14 -10 27 -17 -1 -12 -18 -21 22 -22 -24 25 -25 -27 -16 -6 -8
right_child=1 3 -4 4 28 -7 29 10 9 -11 18 -13 -14 -15 15 16 19 -19 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.004061746852351447 -0.0029141655264762409 -0.0037979809565896333 0.00253992209401458 -0.0040975007487024677 0.0034608370963586589 -0.0034082338159867427 -0.0014730676232014937 0.0014100287731494284 -0.0036353172775823099 0.0032927732942557224 0.0024842996400799662 0.0022185663963272184 -0.0041533890549658899 0.0020176759369713846 0.0031636695983752474 -0.002792052092431269 0.0039837275146439623 -0.003492046532783562 -0.002099817559569124 -0.0022528802887689888 -0.00135811673299008 -0.0025339565649462837 -0.00154247212946001 0.0029897921302660313 0.0036376516022922178 0.0011774387465326296 -0.0033223352557908074 -0.0025522342386689123 -0.0021276265556052797 0.0025371471278827626
leaf_weight=0.081778295338153839 1.092931633771516 0.36326550011290137 0.26623594609554846 0.15730376099236298 0.97232372040161752 0.51328045729314986 0.22073382046073664 0.56137809751089696 0.60777721805788676 0.5348768802359708 0.18708289088681418 1.0111423099442625 0.27800823550205755 1.3042313621845094 0.10806767732719891 0.45823949633631311 0.31309826648793837 0.6632066562888238 2.5560701944632442 0.54737380996811946 0.60596976743544928 0.312469859025441 0.47392103122546947 0.79088623699499128 0.86613874015165482 1.0369096833164966 0.24926558090373885 0.96671997883822747 0.11173322424292564 1.0690331681398682
leaf_count=4 563 71 22 9 198 81 14 58 261 52 11 152 16 149 9 40 42 588 662 37 71 12 13 30 49 67 162 320 3 144
internal_value=0 -7.74362e-05 -0.00184581 6.24878e-05 0.00200004 -8.84418e-05 2.2044e-05 -0.000144851 0.000190591 0.000329043 -0.00124403 0.000169406 -6.29044e-05 6.86984e-05 -0.000277761 2.54975e-05 0.000406238 -0.00266285 -0.00178718 0.000688296 0.00047699 0.000821642 0.00108227 0.00151503 0.00200736 0.00132752 0.000305366 -0.00197751 0.00288484 0.00185083
internal_weight=0 18.5365 1.35917 17.1773 1.24136 15.9359 15.4227 14.1329 10.8284 10.4651 3.30453 9.93022 8.91908 8.64107 7.33684 6.72906 5.65427 0.744985 2.74315 5.19603 4.88293 4.33556 4.02309 3.41712 2.9432 2.07706 1.28618 1.07479 1.08406 1.28977
internal_count=3910 3318 585 2733 210 2523 2442 2284 1553 1482 731 1430 1278 1262 1113 852 523 592 673 483 441 404 392 321 308 259 229 329 201 158
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=4 151 12 3 3 16 49 133 133 0 0 16 16 3 1429 13 16 0 4 160 50 2 42 48 147 52 2 15 474 52
split_gain=1.05195 0.797909 0.790984 0.698252 0.571415 0.540483 0.49831 0.536227 0.663299 0.449631 0.511945 0.50475 0.511834 0.467587 0.4482 0.446028 0.485114 0.463173 0.553205 0.422548 0.390728 0.424718 0.373265 0.354468 0.497473 0.368511 0.386229 0.465239 0.353049 0.396952
threshold=0.28937500000000005 -0.27336999999999995 0.080120000000000011 -0.013944999999999997 0.10666500000000002 0.10994000000000002 -0.072894999999999988 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.053834999999999994 -0.17157499999999998 -0.30307999999999996 -0.115685 0.084965000000000013 0.10741000000000002 0.0015250000000000001 -0.068039999999999975 -0.0058549999999999991 -1.0000000180025095e-35 0.11901000000000002 -0.13811499999999996 0.085465000000000013 -0.09386499999999999 0.088035000000000016 0.18936500000000003 0.097940000000000013 -0.18057999999999996 0.084655000000000022 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 6 23 19 8 9 11 22 12 -8 -12 -13 17 -17 18 -1 -4 21 -3 -11 -5 25 26 28 -28 29 -25
right_child=1 20 4 5 -6 -7 7 -9 -10 10 13 14 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00096978716251433234 -0.0014737049651199162 0.00012710541462350594 -0.001295213483451002 -0.0016469818054838145 0.00041673075248201775 -0.00099532562903180259 -0.0015962934159672391 -0.0015450428983875826 0.0013468231747612038 -0.0015881454424668247 -7.8003821254490565e-05 -0.0015279701455361552 0.00057783693806175011 -0.0016257553208638871 0.0012200102796437848 -0.0010482076600898946 0.00070381065706222779 0.0016039600908266611 -0.0014604661592844111 0.00033111330209423468 -0.00080407338299292002 0.0011713409789721771 0.00083111042406245033 -0.00063080265510584985 0.0016222284705505019 -0.0012654051917650633 -0.0012221712509354627 0.00074520827522423394 0.0008262545959183585 0.00085329845980546416
leaf_weight=0.75608738861046731 0.45366682158783067 1.4113526638830078 0.4936748101608831 0.3266742757987221 1.4462025323882688 1.7702895321417589 0.40999511198606342 1.8653013651492072 0.40649766480782989 0.1833701791474599 1.0556761424522845 2.8984296299167922 0.76878302416298161 0.88699348614318374 0.15437358856433991 0.70909894176293142 0.86796327005140483 1.3489408936584359 0.33324569568503648 1.9638850056799118 0.38888659235090006 3.0197815488791084 1.115743674803525 3.3520749837625794 0.45337946503423143 0.58966719778254617 0.33961505955085192 2.3554939581081271 0.64006206509657193 0.51317745132837433
leaf_count=44 20 66 75 14 31 135 50 940 17 55 98 1180 21 84 19 35 26 72 24 97 18 322 65 147 27 41 10 137 21 19
internal_value=0 0.000518673 -0.000246397 1.11166e-05 -0.000517247 -0.000204847 -0.000627937 -0.000787406 -0.00060806 -0.000714392 -0.000274014 -0.00105176 -0.000178355 -0.000784684 -0.00138901 0.000567274 -8.39543e-05 0.000988485 0.000226331 4.41665e-06 0.000706198 0.000838743 0.000489632 -4.15622e-05 2.20578e-05 -7.10713e-05 2.67367e-05 0.000497296 -0.000254755 -0.000433763
internal_weight=0 5.27369 28.0047 14.3558 13.6489 10.3404 12.2027 9.74516 7.87986 7.47336 3.24178 4.23158 1.17878 1.94267 3.0528 4.01534 1.57706 2.43827 1.08933 2.45756 4.82002 4.43113 1.29911 8.57014 8.24347 7.79009 7.20042 2.69511 4.50531 3.86525
internal_count=3910 426 3484 752 2732 551 2701 2529 1589 1572 302 1270 71 182 1199 201 61 140 68 172 406 388 120 416 402 375 334 147 187 166
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=39 3 133 51 1456 158 52 0 0 48 3 1 124 122 52 4 2 12 3 39 9 13 13 457 15 39 14 2 15 1
split_gain=0.28736 0.374391 0.313649 0.307927 0.272441 0.257826 0.265547 0.317326 0.451515 0.412535 0.280087 0.254135 0.2795 0.284215 0.24911 0.37961 0.320806 0.267923 0.250574 0.246151 0.237268 0.204776 0.74034 0.200285 0.215082 0.205842 0.269331 0.203279 0.472106 0.274336
threshold=0.005105000000000001 0.31335500000000011 0.10681500000000001 -0.40274499999999996 1.0000000180025095e-35 0.11015500000000002 -0.42985499999999993 -0.074249999999999997 -0.10575999999999998 0.12675000000000003 0.16699000000000003 0.11353000000000001 -0.52484999999999993 0.10641000000000002 0.092885000000000009 -0.23071499999999998 0.11085000000000002 0.091405000000000014 -0.10628499999999998 0.092870000000000022 -0.016839999999999997 -0.083514999999999992 -0.084184999999999996 -0.0015249999999999997 -0.083119999999999986 -1.0000000180025095e-35 0.020750000000000005 0.097940000000000013 -0.11739999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 -1 8 9 23 20 19 -13 -14 15 18 17 -16 -9 -5 -10 22 -22 24 -8 -25 27 28 -27 -30
right_child=3 -3 -4 11 -6 -7 7 14 10 -11 -12 12 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.0028350542188551346 -0.0036873185712722072 0.0030656751922599184 -0.0032652232690972742 0.0011826172060359385 -0.0030705133614119637 -0.0036419863956583063 -0.0031233456658772366 0.0012706643843275085 0.0039706159261589389 -0.0028782067399442061 0.0037430407884886563 -0.0037354049957500947 0.003681982478497668 -0.0030462350081625292 -0.0037194589400632743 0.002192561309898612 0.0017393026801049618 -0.00016213157192127578 -0.0025048853236357979 -0.0015416626083645619 -0.0030997000332129826 -0.0030751758390058126 0.0030975978232165363 -0.0022697060697382211 0.00091087143139812713 -0.0033459732683598746 -0.0024945142164367749 0.0020823033340765327 -0.001602837753843233 0.0016389949283836971
leaf_weight=0.4768886334350072 0.18539534980664063 0.40353416709695089 0.4956503987777986 1.388244985399069 0.46316765437950458 0.28706706209050104 0.41169784427620471 0.45634894107934088 0.084519587457171919 0.56744671834167082 0.11646790499798942 0.085233405232429504 0.8855877377791328 0.089628837071359158 0.44096150528639533 1.982937869266608 0.59700271682231676 0.7269421975070145 0.45517651492264111 0.62287595632369619 0.74176201419322751 1.4090016719274117 0.37685600266558672 0.30126475612632919 0.29343208015779954 0.36832812987267916 0.29927272044005793 1.5371499220491385 0.413780028320612 1.8576440846081821
leaf_count=303 20 123 502 156 269 119 25 17 1 37 9 4 208 3 22 169 64 60 55 68 459 819 36 21 26 32 66 123 30 64
internal_value=0 -0.000357148 -0.000448254 0.000818919 -0.000353046 -0.000264421 -0.000194742 -0.000101042 -0.000504132 4.42472e-05 -0.00172003 0.00109091 0.00251715 0.00306361 0.000658412 0.0013085 -0.000407744 -0.00150526 -0.000614682 0.000338865 -0.00196361 -0.00216204 -0.00101187 0.000346722 -0.00144455 0.000611106 0.000804996 0.0010414 0.00043528 0.00104844
internal_weight=0 15.5643 15.1608 3.25697 14.6651 14.2019 13.9149 13.438 8.77862 6.05002 2.72861 3.07157 1.06045 0.975217 4.65937 2.89446 1.76491 1.1679 0.911525 2.01112 2.61214 2.52762 1.11862 5.48257 0.70513 4.77744 4.47617 4.1769 2.63975 2.27142
internal_count=3910 3451 3328 459 2826 2557 2438 2135 1748 424 1324 439 215 211 387 241 146 82 72 224 1315 1314 495 387 51 336 315 249 126 94
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=1213 160 484 150 15 1 51 14 11 43 40 133 474 48 132 3 43 0 47 12 156 1 13 51 1373 38 1 1 1 4
split_gain=0.272151 0.269015 0.262901 0.354784 0.268543 0.242482 0.343424 0.314372 0.255593 0.26279 0.315347 0.302541 0.295794 0.27685 0.380093 0.224189 0.291822 0.238134 0.250518 0.283515 0.228778 0.294403 0.453717 0.261173 0.266197 0.291274 0.267013 0.259383 0.266027 0.248159
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.0043499999999999988 0.094545000000000018 -0.46970499999999993 0.13662500000000002 -0.40274499999999996 0.077685000000000018 0.088315000000000018 -0.074254999999999988 -0.082239999999999994 0.08517000000000001 0.085165000000000018 0.086870000000000017 0.081240000000000021 -0.10942499999999998 0.083940000000000015 -0.26606499999999994 0.09252500000000001 -0.062539999999999984 0.086910000000000015 0.085990000000000011 -0.45122499999999993 0.12342500000000002 0.10700000000000003 0.087760000000000019 0.10471000000000001 0.09112000000000002 0.095575000000000007 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 -6 -12 15 14 -13 16 -11 -17 20 -20 21 22 -19 24 25 26 27 -23 -29 -30
right_child=1 2 4 -5 5 6 -8 -9 -10 12 11 13 -14 -15 -16 17 -18 18 19 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0021567888115544918 -0.0023327192642349031 -0.0023112001744695909 0.0033209105963612606 0.001963175049088535 0.0032365877977569607 -0.0033733608834695355 0.0023256543776729987 -0.0027296365031488361 -0.0017175049478308361 0.0025997771911731513 0.001035854678468188 -0.003231126288427851 0.0018843888911008061 0.0016898236989673486 0.0019875375996165293 0.0031960165808745077 -0.00038343876212908467 0.0009805973668445783 0.0010391187437911833 -0.003261275412695303 -0.003257609717754266 0.0017943459943083094 -0.0024934024509647777 -0.0028240260095645279 -0.0034110258124314427 -0.0030830660041506986 0.0028811585519928767 -0.0035017008520912612 -0.0017108100092255146 0.0032737228392410666
leaf_weight=0.69240928982617589 0.54296610168239823 1.0060051292239283 0.28199385720655001 0.26590463193133462 0.5097196201677433 0.13094676332548261 0.91290528164245077 0.45316866703797209 0.82700296273105856 0.5787653743755079 3.0325868514191852 0.62062208172574151 0.68694136656995386 0.31016426146379672 0.19982268000603653 0.16928879427723575 0.91913854749873281 0.6154862996190803 0.21367337252013385 0.74480793709517445 0.29836682642053336 0.77299138963280867 1.2030232712131468 0.25106488552410144 0.16054633469320823 0.17827147780917574 0.7547994004562496 0.2740062407538062 0.22938702831743285 0.20471951412037015
leaf_count=592 273 560 125 24 98 9 142 66 100 54 335 266 104 57 47 24 28 13 21 80 64 100 505 15 11 12 81 52 43 9
internal_value=0 -5.27809e-05 2.08785e-05 -0.0014176 0.000138658 7.98226e-05 0.00161074 -3.26497e-05 5.62032e-05 0.000169665 0.000793304 0.000494161 -0.000183346 -0.000958802 -0.0019601 -0.000371024 0.000769227 -0.000652386 -0.000762787 -0.00230259 -0.000464188 -0.000284728 -0.0013176 0.000379971 0.000692397 0.000965281 0.00128806 0.000476188 -0.000962743 0.000639837
internal_weight=0 17.3491 16.8061 1.27191 15.5342 15.2522 1.04385 14.2084 13.7552 12.9282 4.67292 4.1632 8.25528 1.13061 0.820445 7.56834 1.4979 6.07043 5.90114 0.958481 4.94266 4.6443 1.81851 2.82579 2.57472 2.41418 2.2359 1.4811 0.708113 0.434107
internal_count=3910 3318 3045 584 2461 2336 151 2185 2119 2019 803 705 1216 370 313 1112 82 1030 1006 101 905 841 518 323 308 297 285 204 104 52
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 12 132 42 158 1 42 157 0 12 151 38 124 13 52 160 52 15 49 52 12 51 47 12 13 133 51 16 4 4
split_gain=0.989105 0.744747 0.686495 0.647929 0.692309 0.684255 0.668102 0.610713 0.671323 0.569981 0.550141 0.538155 0.676095 0.624659 0.566334 0.469651 0.594649 0.550101 0.447908 0.54046 0.38708 0.423659 0.435389 0.341152 0.310007 0.423969 0.302686 0.273658 0.639081 0.272958
threshold=0.28937500000000005 0.080120000000000011 0.080815000000000012 -1.0000000180025095e-35 0.085110000000000005 0.12263000000000002 0.09901500000000002 -1.0000000180025095e-35 -0.070894999999999986 0.098845000000000016 -0.27336999999999995 1.0000000180025095e-35 -0.086804999999999979 -0.10241499999999999 -0.087094999999999992 -1.0000000180025095e-35 -0.090304999999999983 -0.088379999999999986 -0.085974999999999982 -0.081429999999999989 -0.041094999999999993 0.11024000000000002 0.10976000000000001 -0.051479999999999991 -0.083924999999999986 -1.0000000180025095e-35 -0.09021499999999999 0.25185000000000007 -0.032604999999999995 -0.080874999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 6 7 26 15 27 -2 12 -1 23 -15 -9 -17 -18 -16 -20 -12 22 -22 -14 25 -19 -5 -10 -29 -27
right_child=10 3 -4 4 -6 -7 -8 8 9 -11 20 -13 13 14 18 16 17 24 19 -21 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.001228241720873146 -0.0015550902199683355 -0.0014236142016410456 0.0011946036513351011 0.00020009783763882722 -0.0017768912528134306 0.0013360236716140283 -0.0017670172651948499 -0.0015662306439917779 0.0012987229692697218 -0.00069734063179186802 0.0017566785460246565 -0.0013480338674885224 -0.00070182788816449066 -0.0011056525627944562 -0.0016812633191452362 -0.0017624397702291172 0.0011465096126554617 -0.0017498849216818985 0.001590524633907207 -0.00011062655245668296 0.000924206346154761 -0.001328071667958173 -0.00090085598619429885 0.001530148338584682 -0.0017733376122780514 0.0017832778545846639 -0.0016632269418244919 -0.0018250032416424712 0.00165525978655107 -0.00015943176935107398
leaf_weight=1.1983249974437011 0.33851500926539291 2.1515610484639174 1.3408331130631257 0.33806176559301082 0.98926494625629935 0.75040801358409304 0.94657661189558062 0.9503210544935391 1.8573957073967946 0.82873616262804706 0.89815169083885837 0.97414629382547069 0.26407043123617768 2.0196039709262505 0.48983104573562375 0.58843954285839117 1.0452545406878884 0.32138747291173464 0.61270205711479864 6.7287637918489223 2.9029244537232444 0.34985393658280362 0.45460103312507261 0.93506238923873464 0.40737866499695363 0.34523087786510587 1.1673195246257755 0.30583034391747832 0.32968911645002608 0.58765724510885609
leaf_count=76 20 878 70 54 220 38 322 332 37 34 191 58 18 142 27 89 41 162 25 267 191 9 15 69 80 16 321 46 13 49
internal_value=0 -0.00026176 1.23247e-05 -0.000548707 -0.000388624 -0.000261102 -0.000380721 -0.000236086 -3.54241e-05 0.000548496 0.00057849 -0.000107565 -8.90671e-06 -0.00014307 -0.000286916 -0.000492261 -0.000182547 0.000160897 -7.57725e-05 3.13477e-05 0.000735312 0.000487876 0.000677097 0.00103863 -0.000459097 -3.22415e-05 -0.00124478 0.000962657 -1.95434e-05 0.0005595
internal_weight=0 28.4739 14.5633 13.9105 11.759 10.7697 10.0193 9.0727 7.56732 3.32165 4.94405 13.2225 12.2484 11.05 9.8509 4.24567 3.29535 2.70691 7.8313 7.34147 4.60553 3.70738 3.35753 1.19913 1.66165 1.25428 1.50538 2.49292 0.635519 0.932888
internal_count=3910 3484 752 2732 1854 1634 1596 1274 899 130 426 682 624 548 461 769 437 348 319 292 406 215 206 87 307 227 375 96 59 65
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 16 13 0 4 16 49 133 133 0 16 16 158 52 3 0 49 42 48 15 1 50 1429 15 2 15
split_gain=1.46771 1.11434 0.801727 0.73534 0.692572 0.565662 0.525121 0.554944 0.61225 0.543083 0.484528 0.586156 0.67812 0.633963 0.606084 0.655503 0.546125 0.576907 0.588792 0.5321 0.56545 0.851117 0.460114 0.613064 0.613352 0.456682 0.444809 0.42592 0.481302 0.537321
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.013944999999999997 0.10994000000000002 0.10741000000000002 -0.068039999999999975 -0.0058549999999999991 0.0015250000000000001 -0.080034999999999981 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.17157499999999998 -0.30307999999999996 0.094245000000000009 -0.42985499999999993 -0.069414999999999991 0.076335000000000014 -0.084114999999999981 0.098285000000000011 -0.09386499999999999 -0.015439999999999997 0.085990000000000011 0.11901000000000002 0.084965000000000013 -0.073314999999999991 0.089910000000000004 -0.18057999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 6 22 7 8 -1 -8 19 12 13 14 15 -12 17 -15 -19 20 21 -3 -6 24 -24 -4 -16 28 -26 -30
right_child=2 3 25 -5 5 -7 9 -9 -10 -11 11 -13 -14 16 26 -17 -18 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0009120765575631036 -0.0014358230424501386 -0.001522908012903644 0.00086109680042940797 0.00042869654269638003 -0.0016636824518721186 -0.00094881753831132869 -0.0010789652393631965 0.0015739513729800148 -0.0014618465353610616 0.00062798847222642182 -0.001581819029581416 -0.0015347338809616861 0.0012550453627643255 -0.0015648042049412844 -0.0015239691384887194 0.00064070701317219404 -0.0016242620631721706 0.00058519012872619526 -0.0014288756949249353 0.0015481912933276128 0.0010045790738959846 0.00097851229736716275 -0.0015816556305356813 0.00064159576886206344 -0.00048771147798343028 -0.00078440694688618748 0.0011149448180757752 -0.0010453340986944061 -0.00099045659567242265 0.00083017262081920269
leaf_weight=0.83278457343112677 0.44620356615632761 1.1887381185078996 4.9841168605489647 1.5825326167978335 0.40129598905332287 1.9868698740610859 0.80408516782335926 1.5180478130932906 0.38094539102166891 1.0138669547159223 0.51522771478630602 2.2367027199943541 0.42856255732476789 0.4827200287254535 3.6451114563387828 0.8394538277061605 0.59360407455824304 2.2795502892695376 0.41239039669744704 0.4075167579576372 0.5330815985798828 0.4515813346952201 0.71975918824318519 2.7698562834411868 1.8529497014824263 0.44174746330827463 0.16043782443739463 0.88735844613984571 0.46719448966905153 2.3604760891757941
leaf_count=44 20 103 388 31 14 135 35 72 24 26 50 947 17 120 1188 21 44 78 66 6 20 22 75 115 68 18 19 25 18 101
internal_value=0 -0.000281361 0.000562771 -0.000574125 7.04052e-06 -0.000196449 0.00051896 0.000948837 0.000166989 -0.000127002 -0.000686085 -0.00082139 -0.000650873 -0.000742356 -0.00109555 -0.000204589 -0.000258691 -3.35362e-06 0.000276646 -7.82762e-05 -0.000383242 -0.000834265 -3.84122e-05 3.35953e-05 -0.000234239 0.000727128 -0.00141272 -6.0062e-05 0.000126727 0.000529364
internal_weight=0 31.7527 5.87207 15.7572 15.9955 11.4458 4.54973 2.73178 1.21373 1.81795 14.1747 11.5938 9.35706 8.9285 5.16023 1.35468 3.76826 3.17466 2.69194 2.58092 2.1734 1.64032 9.45889 9.05759 6.28774 5.42586 3.80555 5.56798 4.68062 2.82767
internal_count=3910 3484 426 2732 752 551 201 140 68 61 2701 2550 1603 1586 1278 71 308 264 144 151 145 125 416 402 287 406 1207 212 187 119
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=123 375 130 158 155 1456 1 14 51 10 151 133 2 15 159 3 4 0 0 48 13 132 16 2 47 52 2 12 4 12
split_gain=0.264479 0.336645 0.287957 0.270928 0.268752 0.258664 0.269521 0.384315 0.278355 0.269511 0.223304 0.218312 0.23594 0.270389 0.325845 0.29812 0.332193 0.285245 0.355621 0.338897 0.259782 0.280877 0.260037 0.287946 0.349846 0.298288 0.256748 0.231557 0.23634 0.28408
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 0.11015500000000002 0.088505000000000014 1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -0.40274499999999996 0.08302000000000001 -0.52174999999999983 0.10681500000000001 0.097940000000000013 -0.11739999999999999 0.09141500000000001 -0.12817999999999996 -0.23071499999999998 -0.070174999999999987 -0.10575999999999998 0.086285000000000014 -0.091849999999999987 0.079995000000000011 -0.54165499999999989 0.106035 0.096475000000000019 -0.072349999999999984 0.12068000000000001 0.085250000000000006 -0.077679999999999985 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -8 10 -1 12 13 -12 15 -15 -17 18 19 -18 26 22 -22 -24 25 -25 -14 28 -20 -30
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 -11 11 -13 20 14 -16 16 17 -19 27 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0036665556038188679 -0.0037313600846909565 0.0014909390973813373 -0.0031583118050848035 -0.0036059057584869416 -0.0033599578123141428 -0.0028937987790449834 -0.0036884147090107022 -0.0037783454465369283 0.0025433707699235543 0.0036780640044287256 -0.0024958920829041861 -0.0025292182147272036 0.0026566125331807348 0.0019726172631340019 -0.0035146755648921301 -0.0036963570496968768 0.0015827495115475548 0.0020828010237936992 0.0020313206364978645 -0.0012778736991306463 0.0037043775564071621 0.002742860645808534 -0.0026391250657699606 -0.001353656687132568 -0.0037038435006158618 0.0018179948516988376 -0.00093764639870274182 -0.0028633233774415555 -0.0026556700761292537 0.0038727104546494038
leaf_weight=0.22513187641742582 0.17551694018766317 1.9329890750814218 0.4479874501848834 0.30234549014130685 0.33335206097399428 0.41443699947558421 0.1050193787086755 0.36656741381739344 0.84685031004482958 0.25061122269835401 0.69758821887079836 0.44263033432071175 1.2165576415136454 0.90664034057407761 0.35137236528680649 0.34440389985683406 1.5073828322929244 0.71363598626342728 0.35342283610953018 0.84106160118244577 0.19465251557994667 0.45133427323889908 0.68277124343148976 0.59819234651513431 0.27374496916308988 1.0924494809296441 0.32916466379538167 0.90577277824922919 0.55338716720871139 0.10306984785711393
leaf_count=55 8 326 436 152 207 269 10 80 148 28 104 341 78 55 95 27 70 41 85 35 33 50 85 46 24 100 36 753 130 3
internal_value=0 0.00105622 -0.000304873 -0.000221885 -0.000154133 -8.17681e-05 -5.74224e-07 -0.000132428 0.00185582 -2.98983e-05 -0.000102585 -3.86989e-05 5.2282e-05 -0.000358533 -0.000131943 5.88809e-05 -0.000267129 -2.98647e-05 -0.000383439 0.000558258 0.000670155 9.70217e-05 -0.000323188 -0.000619346 8.26782e-05 0.000695783 0.00189121 -0.00153789 -0.00034909 -0.00163065
internal_weight=0 2.10851 15.8515 15.4036 15.1012 14.7679 14.3534 13.4015 0.95187 13.035 12.7844 12.5592 12.1166 7.27774 6.58015 6.22878 5.32214 4.97773 4.2641 2.34844 4.83887 3.29314 2.84181 2.64716 1.96439 1.69064 1.54572 1.91565 1.00988 0.656457
internal_count=3910 334 3576 3140 2988 2781 2512 2354 158 2274 2246 2191 1850 1398 1294 1199 1144 1117 1076 105 452 338 288 255 170 146 114 971 218 133
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 1213 403 475 480 156 1373 48 46 456 457 48 15 1 484 0 15 403 1 15 52 2 15 151 1453 10 123
split_gain=0.258756 0.342075 0.27276 0.263815 0.268574 0.283619 0.251608 0.24895 0.183377 0.18623 0.205767 0.191399 0.192756 0.196386 0.215398 0.251736 0.498747 0.259218 0.214765 0.255185 0.209352 0.188173 0.237177 0.231646 0.267243 0.245499 0.196724 0.180739 0.174786 0.172741
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 -0.086004999999999984 0.08456000000000001 0.10691500000000002 0.099250000000000019 0.137325 0.084955000000000017 0.084065000000000015 0.53894500000000012 0.016865000000000002 -0.0071449999999999994 0.095575000000000007 0.085815000000000016 0.048950000000000007 -0.03231499999999999 0.088015000000000024 0.099595000000000017 -0.073314999999999991 -0.089799999999999977 0.095995000000000011 -0.095799999999999982 -0.066074999999999981 -0.09343499999999999 0.09266000000000002 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 27 6 -6 -5 8 9 10 11 12 13 14 15 16 -7 20 19 21 29 23 -23 24 -16 26 -25 -1 -3 -17
right_child=2 28 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14 -15 18 17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011710716225639165 -0.003017983780153288 -0.0033902621189262961 0.0010426481129993969 0.0034027113211186387 -0.0033514221706193422 -0.0032861749341669298 -0.0031233309034468882 -0.003362621770864532 -0.002891670921167851 -0.0029611752414262361 0.0026391299800811729 -0.0026176458276078529 -0.0020289058284714053 -0.0032338345250825175 -0.0033586915973017038 0.00019183224170864988 0.00020368849322169674 0.0025332015126954179 0.0034458283065283415 -0.0023774986950977593 -0.0033940727045889832 0.0034367211916649138 -0.00099460001648857157 0.0022642070054530437 0.0014136146686601998 0.0024117466258262088 -0.0022924903564503249 -0.0032299545284191779 0.0022068994640069466 0.0034636075716222869
leaf_weight=0.13124946420430206 0.1973993873689327 0.54371995167457576 2.7562043239013283 0.075349561870098114 0.27459739889308821 0.66858986759324635 0.51834384685207346 0.22975438670255321 0.21751296138973053 0.20383244051481675 0.38998152269050557 0.26709544990444634 0.40094336733454916 0.16950382431969124 0.3078689625544947 4.0071696830564196 1.4342189916642381 0.59744181795394968 0.38388826069422055 0.25805570161901403 0.17427594357286569 0.61317033972591162 0.17229043506085862 0.16468069373513639 0.22701556904939935 0.79465154495846901 0.29360364080639556 0.49883631691045494 0.070142158307135105 0.18813369242707256
leaf_count=31 20 168 452 4 422 338 535 192 94 24 42 22 162 14 39 464 89 76 32 23 82 101 4 12 14 53 56 328 7 10
internal_value=0 -0.000313813 0.000771262 -0.000204318 -0.000102355 2.30522e-06 -0.00229507 7.80163e-05 0.000144256 0.000200618 0.000256598 0.000173061 0.000241725 0.000328807 0.000387521 6.18532e-05 -0.000905917 0.000471563 0.00110362 0.000786049 0.00018968 0.0011033 0.00246471 0.000505175 -0.00133323 0.00129 -0.000655079 -0.0023132 -0.00275071 0.000338551
internal_weight=0 14.2759 2.9536 13.6621 13.032 12.4383 0.593693 12.1637 11.9339 11.7164 11.5126 11.1226 10.8555 10.4546 10.2851 7.06983 2.10281 4.96702 3.21523 2.83134 4.36958 2.57328 0.785461 1.78782 0.534885 1.25294 0.458284 0.630086 0.613862 4.1953
internal_count=3910 3438 472 3263 2904 2365 539 1943 1751 1657 1633 1591 1569 1407 1393 1059 427 632 334 302 556 279 105 174 53 121 68 359 175 474
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=4 482 160 1212 30 2 11 150 49 1375 1 1429 16 0 1 1 13 0 1456 0 1429 12 42 16 131 12 16 43 4 0
split_gain=0.236714 0.254469 0.226073 0.228161 0.208989 0.240168 0.242427 0.220333 0.244386 0.230812 0.218085 0.220514 0.22814 0.250282 0.240425 0.34536 0.22054 0.207012 0.202572 0.184687 0.214715 0.182194 0.308609 0.233888 0.175579 0.195565 0.174041 0.206414 0.246907 0.249938
threshold=0.51224500000000017 0.091725000000000015 -0.40446999999999994 -1.0000000180025095e-35 0.085915000000000019 0.091985000000000011 0.088315000000000018 0.081245000000000026 -0.006494999999999999 -0.43271999999999994 1.0000000180025095e-35 0.084710000000000021 -0.15168999999999996 1.0000000180025095e-35 0.10688500000000002 0.11561500000000001 -0.071149999999999977 -0.029849999999999998 1.0000000180025095e-35 -0.089879999999999974 0.086185000000000012 0.085325000000000012 0.091230000000000019 0.062650000000000025 0.097135000000000013 0.087445000000000009 0.15100500000000003 -0.52334499999999984 -0.51381999999999983 0.16242500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 8 17 -9 19 12 14 16 -12 -16 -14 -7 26 20 -5 23 -23 -21 25 -18 -10 -28 -29 -30
right_child=-2 -3 3 4 -6 6 -8 9 18 -11 11 -13 13 -15 15 -17 24 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0019828151440597934 0.0022473051305405777 -0.0025857448751709384 -0.0028736945366668537 -0.0029017879671434611 0.0028778713941042281 -0.0020748337238951997 -0.0020550192398949342 -0.0012143280645088358 0.00085869077318407748 0.0016837579482055316 0.0020506621052757404 0.0021763573952516533 -0.00266323613003414 0.0020732894082947156 -0.0018873034606711912 0.001053048277213735 -0.00049030884805480093 0.0013822534919234479 -0.002901630315860531 0.0014294408197477757 0.0029111763897084063 -0.002910660707728011 0.0021439709849091536 -0.0029607938723534362 0.0017586898058311619 -0.0029192179268433096 0.0029133886607244273 -0.0029875544569241898 -0.00076858086397267968 0.0025450133626593332
leaf_weight=0.50475997982721388 0.34256726392777537 0.34385631467739664 0.22849274636246164 0.63608362860395584 0.20384750564699139 0.63761364166566636 0.33930806428543281 0.26154716138262291 3.2134225941699697 1.5831348685314877 0.57340794699848618 0.320936080708634 0.52751303178956765 0.23468610530835565 0.55512340227141954 0.79145437880652025 1.6896453040681092 0.18182027188595373 0.14901855611242343 0.47994910672423385 0.056512227878556587 0.42743886623065919 0.12826561725523788 0.12491187498380896 0.22955215837282583 0.32242396872607049 0.14587413799017657 0.29311537550529454 0.83088543315534458 0.23952640977222472
leaf_count=305 168 156 280 248 57 79 87 5 506 198 55 38 196 37 19 41 144 22 66 196 5 403 72 27 46 216 4 17 207 10
internal_value=0 -0.000153313 -0.000100743 -3.90773e-05 3.59839e-06 -3.55325e-05 0.000308095 0.000414495 0.000136279 0.00127285 -0.000416794 -0.000119013 -0.000268626 -0.000760459 0.000500847 -0.000159105 -0.00100062 -0.00130776 0.000379163 -0.00125956 -0.00242748 -0.00056258 -0.00174397 0.000522799 -0.000609364 -0.000879529 0.000482682 -0.000317818 -0.000663502 -2.70968e-05
internal_weight=0 16.2541 15.9103 15.4055 15.177 14.9732 7.87527 7.53596 5.69128 1.84468 7.0979 5.24474 4.92381 3.00382 1.91999 1.34658 2.76913 0.819434 4.87184 1.85316 0.692596 1.16057 0.555704 0.604861 2.24162 2.01207 4.72282 1.5094 1.36353 1.07041
internal_count=3910 3742 3586 3281 3001 2944 1201 1114 911 203 1743 792 754 639 115 60 602 101 810 951 253 698 475 223 406 360 744 238 234 217
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=156 15 158 1213 403 1429 4 482 133 1374 146 1 11 47 456 44 42 0 475 106 1 14 474 49 48 160 9 3 150 2
split_gain=0.227014 0.226576 0.21173 0.214644 0.220088 0.190564 0.19406 0.220072 0.220165 0.205092 0.19447 0.262081 0.242136 0.236764 0.222269 0.202046 0.195024 0.236335 0.189505 0.189247 0.246046 0.198127 0.199664 0.173439 0.172819 0.182602 0.169776 0.163495 0.163042 0.159489
threshold=-1.0000000180025095e-35 -0.47308999999999996 0.11015500000000002 -1.0000000180025095e-35 -0.084084999999999979 -1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 -0.26719999999999994 0.09309000000000002 0.10949000000000002 0.11420000000000001 0.088160000000000002 0.13469 0.087055000000000007 0.081710000000000019 -0.14127499999999996 -0.15007499999999999 -0.086004999999999984 0.092305000000000012 0.10113500000000002 0.077685000000000018 0.084880000000000011 -0.083359999999999976 0.12862000000000004 -0.088999999999999982 -0.016839999999999997 -0.5217799999999998 0.085595000000000018 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 18 -5 -6 7 8 27 10 11 12 14 16 15 19 -13 -18 -3 20 21 22 26 -20 25 -22 -10 -7 -14 -28
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12 13 28 -15 -16 -17 17 -19 23 -21 24 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0032016423793119505 0.0032066211229271548 0.003236618252829949 -0.0028507353196387179 -0.0026296657447005497 -0.0023485676098551596 0.0033386619383957128 0.0025640951882474408 -0.0029223816435395454 0.0033462458048442029 -0.0024133346594523881 -0.0028306319781659013 -0.0019438295305332339 -0.0032965354309686693 -0.00044909776112256479 -0.0022500210938913275 -0.0031427757051667965 -2.2023750169521255e-05 0.002813354112345789 0.0029244251180813485 -0.0026531854060434495 -0.0017852939129782094 -0.0032262169284268355 0.0022663315441978126 -0.0032102486849568323 -0.0013265098378837533 0.0021970958850440073 -0.0016929102459325362 -0.0032237702778760632 0.00040949795183682928 0.00017294728172160067
leaf_weight=0.23719617052120234 0.21196365059586142 0.063454888761043549 0.28018368598714083 0.31166048228623466 0.32159307973050921 0.044139418751001358 0.32452413885039355 0.24427703035326054 0.16015748749484426 0.29912780015729445 0.20396004058420736 0.12784041406121116 0.34695902888779606 0.61459693533834059 0.36240554685355242 0.17052591784158799 0.39105964615009736 1.2531895890715521 0.051943575614131987 0.20722447382286269 0.12734106648713339 0.17028782799025055 0.46496799268061284 0.46508018932944928 0.19377162610180665 1.4016279992938505 0.50373999934531344 0.30079418743842801 0.18427949165925384 5.9584416267753113
leaf_count=197 119 4 159 444 148 1 94 118 13 54 9 7 47 33 137 16 33 193 4 6 16 47 72 548 7 197 187 193 10 797
internal_value=0 -6.3238e-05 -0.000107812 -5.74799e-05 1.75702e-05 7.49568e-05 0.000130409 7.28887e-05 0.000127141 0.000193053 0.000253762 0.000303538 8.22985e-05 0.00125385 0.000196698 0.000291451 0.00184446 0.002139 -0.00195656 0.000355192 0.000424611 0.000167827 0.000249376 -0.00259392 0.0015064 0.00186542 0.000107762 -0.00238401 -0.00201096 2.75e-05
internal_weight=0 15.7611 15.5492 15.269 14.6885 14.3768 14.0552 13.7307 13.4864 13.1415 12.8424 12.6384 10.2517 2.38669 9.72049 9.35809 1.77209 1.64425 0.580479 9.18756 8.98034 7.25759 7.08731 0.517024 1.72274 1.52897 6.62234 0.344934 0.531239 6.46218
internal_count=3910 3713 3594 3435 2879 2435 2287 2193 2075 1881 1827 1818 1552 266 1495 1358 233 226 556 1342 1336 1116 1069 552 220 213 997 194 57 984
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 403 480 376 3 1 2 2 42 0 31 13 151 484 50 16 16 13 2 13 13 16 13 453 2 49 43
split_gain=1.04733 0.680833 0.663425 0.707574 0.647933 0.536406 0.488238 0.511267 0.658079 0.515031 0.517992 0.497718 0.436912 0.414189 0.400884 0.377106 0.415698 0.374229 0.361735 0.391961 0.34735 0.364926 0.333198 0.298791 0.35236 0.28184 0.267566 0.264458 0.260694 0.318124
threshold=0.28937500000000005 -0.27336999999999995 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.048375000000000008 -0.12008499999999998 0.10471000000000001 0.10488500000000002 0.097940000000000013 -0.094739999999999977 -0.230625 -1.0000000180025095e-35 -0.07409499999999998 -0.08514999999999999 0.073820000000000011 0.13146500000000003 -0.15168999999999996 -0.19424999999999998 0.068400000000000002 0.10836000000000003 -0.52445999999999982 -0.094129999999999978 -0.27337499999999998 -0.54268499999999997 0.090755000000000016 0.11635500000000001 0.024250000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 26 15 6 7 20 9 10 12 -8 -9 -14 -12 -5 -17 27 19 -15 -6 -22 -10 -24 -25 -11 -1 -3 29 -26
right_child=1 17 -4 4 5 -7 11 8 22 25 14 -13 13 18 -16 16 -18 -19 -20 -21 21 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0017176538607434728 -0.001786615162999464 0.00068255531074068638 -0.0016711199324168468 0.0011769800980779013 0.00157451781074332 -0.0019086132612209916 -0.00082650823339925207 0.00077967265731388965 -0.0016883608689820763 0.0019354162245964097 0.0013907330734294204 0.0013503179108338135 0.0020741600391357964 -0.00082694934158220349 -0.00082875456209435447 -0.0019018229479394787 0.00031066011979056412 -0.0013910447438788467 -0.00098418472762619794 0.0017905777544599251 -0.00062228009752918732 0.0011751715621509302 0.0012913784615571813 -0.0011615291659426374 0.00067814120684267943 -0.0017298776710347188 0.0019431903097631448 0.0016882459443977895 0.0014492128385735147 -0.00073184201648850253
leaf_weight=1.3044846838456674 0.36098857782781113 2.5893684631446368 1.1569052755949076 0.22104922105791058 0.98010398715270541 0.52299672208027814 0.47874200157821212 0.79373955295888254 0.27438152162358154 0.078685584478080162 0.971064101846423 1.6850645848317061 0.18422004580499862 0.44540759775554761 0.4111558429431168 1.4153577822435313 0.38299196120351564 0.23738830303773273 5.0248450638318216 0.37320051941789145 0.92621336673619203 0.70690450491383672 1.1350252158008514 0.58040302782319475 1.498398420400918 1.3881129187066097 0.074935909360647091 1.4465827698586506 0.7004916239529847 0.91470672667492148
leaf_count=361 20 189 175 19 45 196 12 27 10 4 34 121 6 38 66 799 35 13 997 10 44 14 82 19 86 201 2 204 26 55
internal_value=0 0.000697924 -0.000278342 -0.000209696 -0.000127962 -2.56293e-05 2.47416e-05 -8.02879e-05 -0.000216161 -0.000505017 -0.00032117 0.000868695 -0.000534274 -0.000707298 0.000730523 -0.0011452 -0.00143063 0.000907805 -0.000794986 0.000366372 0.000687872 0.000155757 0.000331191 0.000445941 0.00018617 -0.00153326 -0.00151878 0.00104302 0.000437393 0.000143676
internal_weight=0 4.63433 24.6296 23.4727 22.0933 20.0739 19.5509 17.3871 14.7738 9.67043 8.20363 2.16381 6.82141 6.02767 1.38222 2.0194 1.79835 4.27334 5.84345 0.818608 2.61322 1.63312 5.10341 4.82903 3.694 1.4668 1.37942 4.03595 3.1136 2.41311
internal_count=3910 426 3484 3309 2946 2093 1897 1764 1661 1383 1178 133 1078 1051 100 853 834 406 1045 48 103 58 278 268 186 205 363 393 167 141
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=1 0 3 52 2 1446 12 40 151 4 52 2 4 49 49 15 12 4 50 1374 47 4 42 43 14 159 156 131 52 1
split_gain=1.15851 0.667459 0.90992 0.610157 0.543042 0.526044 0.577572 0.614382 0.581567 0.519313 0.753519 0.669035 0.668126 0.492279 0.465065 0.638127 0.46372 0.55141 0.442614 0.500329 0.511361 0.534593 0.541799 0.43221 0.416578 0.41574 0.370312 0.393162 0.356744 0.33235
threshold=0.094385000000000011 -0.070894999999999986 0.086245000000000016 -0.42985499999999993 0.086245000000000002 0.091520000000000018 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 -0.49837999999999999 0.10433000000000002 0.10113500000000002 -0.37626499999999991 0.092185000000000017 -0.076864999999999975 -0.095799999999999982 0.085775000000000004 0.39574000000000004 0.11515000000000002 0.090240000000000015 0.09252500000000001 -0.17479499999999998 -0.14127499999999996 -0.073139999999999983 0.07802000000000002 0.092630000000000018 0.11896500000000002 0.088565000000000019 -0.24084499999999998 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -4 6 7 -5 -8 10 -3 25 -13 18 -6 -16 -1 -18 19 20 21 -10 -23 29 26 -11 27 28 -24 -22
right_child=3 9 4 5 14 -7 8 -9 13 11 -12 12 -14 -15 15 -17 17 -19 -20 -21 23 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052591324924422566 -0.001361691406290151 -0.0014230119158331654 0.0011834433024196227 0.00093104527438085118 -0.0010525934026882483 -0.0013634081811038413 -0.0012964098402665273 -0.0014079864513673675 -0.0010870007476146127 0.0008682304734495337 0.00037460488346342937 0.0007040093099831879 -0.00092843392909518262 0.0009248743295125518 -0.0008882614504165142 0.00089847106018026764 -0.0013067266670352463 0.001392179563011274 -0.00123404207800292 -0.0013164108046649148 0.0010526971063536926 -0.00093651873236235024 -0.00063268047361715997 -0.00085454690788283269 -0.00064958958404314621 -0.00048059008500797232 -0.00069258983576627603 -0.00053862454728083613 0.0010265639173118631 -0.00033914279681108154
leaf_weight=4.7844458678737265 0.47326956334290926 0.99375732499174751 0.64076697721611653 2.8444745377637424 0.80923595791682656 0.38487188349245194 0.51996039319782994 0.22162001021206368 0.41446594777516299 2.368631992430895 0.74849746294785291 0.69100676185917098 1.367350963468198 1.3780820199754078 0.59364806720987007 0.95424152200575829 3.1251359587768097 0.14503050968050946 0.46026599046308625 0.42122333985753435 0.54199878079816721 0.44357501878402406 0.25160649977623784 1.3244060378056017 0.43720638286322344 0.50813557498622675 0.3156224142294376 0.36009784857742477 4.1561654336983525 0.74704033904708922
leaf_count=712 144 80 19 330 23 35 24 8 20 104 19 16 238 55 18 33 1426 6 68 17 15 12 11 59 12 21 7 53 297 28
internal_value=0 -0.000353408 -0.00055747 0.000151339 7.89083e-05 0.000198379 0.00023889 0.000761978 0.000102645 -1.56415e-05 -0.00065073 0.000208565 -0.00038041 0.000167297 -0.000221351 0.000213222 -0.000794327 -0.00118703 6.15609e-05 0.000124909 0.000192425 0.000398963 0.000502225 -0.00031168 0.000617825 0.000629983 0.000726829 0.000820791 0.00093185 0.00024608
internal_weight=0 17.7299 11.0525 15.696 2.99789 15.2227 14.8378 3.06609 11.7717 6.67738 1.74225 4.93513 2.05836 11.2518 2.35713 1.54789 8.05461 3.27017 9.87367 9.41341 8.99218 6.37874 5.96427 2.61345 5.5207 2.87677 5.08349 4.76787 4.40777 1.28904
internal_count=3910 2715 2237 1195 93 1051 1016 338 678 478 99 379 254 654 74 51 2144 1432 599 531 514 412 392 102 380 125 368 361 308 43
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=4 12 3 151 1 51 43 52 50 4 15 4 1 12 16 15 2 3 0 16 16 1 42 42 12 12 47 10 14 1
split_gain=1.85572 1.35901 0.940675 0.889722 0.715583 0.675348 0.780036 0.640483 0.54803 0.515502 0.536384 0.725709 0.574609 1.08772 0.572717 0.500199 0.688245 0.496475 0.582688 0.52621 0.628301 0.441681 0.368611 0.443443 0.352457 0.349225 0.403318 0.486305 0.388285 0.335144
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 -0.27336999999999995 0.13026000000000001 -0.40274499999999996 -0.044024999999999988 -0.016329999999999997 0.14026500000000003 -0.49837999999999999 0.079360000000000014 -0.073574999999999988 0.13213500000000003 -1.0000000180025095e-35 -0.0090499999999999973 -0.073314999999999991 0.10433000000000002 -0.097604999999999983 -0.060094999999999989 -0.17157499999999998 -0.30307999999999996 0.081005000000000008 -1.0000000180025095e-35 0.060615000000000009 -1.0000000180025095e-35 -0.041094999999999993 0.096475000000000019 0.043560000000000008 -0.46637499999999993 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 17 -1 7 -7 25 -8 11 24 13 -13 15 16 -15 18 -3 20 -19 -20 -9 -24 -11 -5 27 28 -27 -26
right_child=3 2 -4 8 -6 6 9 22 -10 10 -12 12 -14 14 -16 -17 -18 19 21 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0011961450657757115 -0.0010634514148860307 -0.0006979242501289572 0.00035797416608931412 0.0011734878881080777 0.00048773690474391944 0.00078814867101964189 -0.0011395717714869037 -0.00066870983972165763 -0.0010756300614326152 0.0012423341885080064 -0.00087000165036978463 -0.0010495129567726161 0.00098138523277558265 -0.00021360444550880901 0.00083377962690085511 -0.00086548261816878015 0.0011140529316942527 -0.00084695239963102087 0.00031382351126263875 -0.00089840496234049093 0.00038938527375447288 -0.00080237376037914853 0.0011565876016391384 -0.00013976885622023812 0.00076960413941201764 3.4234870237561392e-05 -0.00014482333837224462 -7.0753790387637628e-05 0.0011633893852587983 -0.00026700430179671104
leaf_weight=0.59558789851144212 0.47542977379634965 2.6424485390307382 1.7314879968762387 1.2949685829225925 0.85602936381474215 2.8506571787875146 0.61872751195915299 0.78376435791142318 0.25562474969774474 0.72870937641710076 0.98101040627807456 1.6857500931946559 0.54503347561694671 2.4911980784963834 0.93170210253446306 1.0205989549867802 0.65367102832533408 1.1387686086818578 2.0913522543851282 7.397124367242216 1.0456556349527062 0.60646423930302251 0.52897550584748643 1.0338467843830583 0.87862575799226916 0.50482635991647873 1.0117914155125616 0.84719682345166791 2.0194438102189447 0.78151293750852346
leaf_count=28 20 263 31 190 34 163 69 31 10 20 55 91 28 86 24 24 33 110 52 2124 26 92 19 36 13 20 23 22 141 32
internal_value=0 -0.000222222 -0.000447768 0.000452357 -0.000536191 8.59636e-06 5.20467e-05 0.000421365 0.000573806 -0.000117567 -5.84573e-05 2.34764e-05 -0.000156212 -0.000247622 1.75817e-05 -0.00016498 6.23534e-05 -0.000594932 -0.000313566 -0.00075175 -0.000255134 6.29044e-05 -2.42071e-05 0.000299015 0.000574682 0.000648061 0.000492832 0.000684195 0.000937571 0.000281619
internal_weight=0 34.6187 17.5093 6.40928 15.7778 17.1094 16.5138 5.19724 5.93385 11.3165 10.6978 9.7168 7.32795 6.78292 5.09717 4.16547 3.14487 14.9218 5.34027 9.58155 2.18442 2.69782 2.34659 1.56282 2.38885 5.67823 4.38326 3.37147 2.52427 1.66014
internal_count=3910 3484 2732 426 2701 752 724 249 406 475 406 351 286 258 167 143 119 2667 407 2260 136 144 86 55 65 396 206 183 161 45
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=156 1 0 1373 47 15 1 0 1426 159 4 457 482 106 41 42 42 13 13 4 4 13 403 2 2 4 43 39 52 52
split_gain=0.222362 0.224139 0.332491 0.202217 0.20124 0.292906 0.262706 0.251952 0.225774 0.233585 0.230326 0.211636 0.217704 0.20462 0.209225 0.199828 0.220462 0.26319 0.255327 0.215825 0.205186 0.199426 0.197844 0.192535 0.182335 0.244828 0.367489 0.163899 0.189042 0.192241
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 0.09586500000000002 0.086425000000000016 0.083185000000000023 0.11026000000000001 -0.10303999999999998 -1.0000000180025095e-35 0.073745000000000019 -0.23071499999999998 0.53894500000000012 0.085435000000000025 0.092305000000000012 0.082980000000000012 -0.089024999999999979 0.091955000000000023 0.41346500000000003 -0.5337599999999999 0.15045000000000003 -0.52333999999999992 -0.51172499999999987 -0.080924999999999983 0.075670000000000015 0.08400500000000001 -0.084009999999999987 0.093240000000000017 0.005105000000000001 -0.0066199999999999991 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 4 5 8 -7 -8 -3 11 -11 12 13 14 27 -4 18 19 -17 -18 -20 -2 -22 -23 -24 -26 -27 28 29 -10
right_child=1 3 15 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 20 -21 22 23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0038930163600346358 0.0018257622500092484 -0.0041856317230300538 -0.0031332509804006463 -0.003419364745796676 -0.00051453807184187147 -0.0035498591371433482 0.0037873008304374362 -0.0017366272162956413 0.00065249068404134238 -0.0025509099753733447 0.0033501394339955012 -0.0036109198578903735 -0.003327858889366076 -0.0026801556803489014 -0.0017255729698533754 -0.0040598241083983737 -0.0039663567640515077 0.0043012500724163329 -0.0039862837419714445 0.0024477564888983846 -0.0039285107637073271 0.0026295092154780988 -0.0040398173434478711 -0.0029441883694603667 0.0027291738347780454 0.0014234349594337197 -0.0044460840140778104 0.0029259779751449658 0.0017827743215597695 -0.0029423360535136877
leaf_weight=0.23264942539390432 0.17113719554618345 0.12545254264841599 0.29367864612140726 0.2213053456507631 3.058980841175071 0.43699979968368996 0.21066908305510879 0.30053467536345124 1.1601748833490999 0.11090179524035193 0.94120501747238428 0.16323810070753086 0.17900410207221273 0.21454584359889839 0.34332902077585448 0.16079769283533174 0.45420233889308281 0.089664116501808167 0.11947062792023766 0.095176937786163762 0.10743686441856182 0.099413945456035324 0.08750541927292621 1.4322275642189195 1.3260295843501828 0.73424598771089034 0.20457955299934838 0.86389106544083905 2.1089915325283068 0.2762714256241442
leaf_count=197 5 35 199 28 329 415 13 42 108 37 238 14 37 17 54 4 264 1 9 11 112 7 6 951 66 218 60 177 228 28
internal_value=0 -7.94091e-05 -0.000724766 0.000244343 0.000321604 0.000665609 -0.001345 0.000539805 0.000959499 0.00106096 0.00272811 0.000730605 0.000868318 0.00101954 0.00118655 -6.89253e-05 0.000197396 -0.00185103 0.000675134 -0.00285515 0.000970323 -0.00213937 0.00121106 -0.00258242 0.0014458 0.00165774 0.000144408 0.0014133 0.00104472 -3.89016e-05
internal_weight=0 16.0911 5.37557 10.7155 10.4942 7.43521 0.948204 0.511204 6.48701 6.36155 1.05211 5.30945 5.14621 4.9672 4.75266 3.67279 3.37911 0.639043 2.74007 0.549379 2.57927 1.70278 2.4598 1.53164 2.35236 2.26486 0.938826 4.40933 3.54544 1.43645
internal_count=3910 3713 1913 1800 1772 1443 470 55 973 938 275 663 649 612 595 950 751 276 475 275 471 963 462 958 350 344 278 541 364 136
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=52 133 1456 1213 151 1 146 11 133 132 38 0 1 47 124 42 160 403 456 52 15 13 52 16 376 0 13 124 151 4
split_gain=0.21502 0.239206 0.219366 0.222864 0.222497 0.215923 0.26032 0.198345 0.19228 0.196357 0.279463 0.23075 0.25331 0.220308 0.256435 0.261506 0.260289 0.217242 0.195669 0.199425 0.246046 0.213906 0.207366 0.195625 0.190765 0.188354 0.218306 0.21331 0.233734 0.189665
threshold=-0.42985499999999993 -0.40071499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 0.11561500000000001 0.11615000000000002 0.095930000000000015 0.13493500000000003 0.079995000000000011 1.0000000180025095e-35 -0.072559999999999986 1.0000000180025095e-35 0.11381500000000001 -0.080429999999999988 -1.0000000180025095e-35 -0.098319999999999991 0.092300000000000007 0.084770000000000012 -0.0066199999999999991 0.083185000000000023 -0.5337599999999999 -0.048794999999999991 -0.094359999999999986 0.091535000000000019 -0.017269999999999997 -0.052124999999999998 -0.52484999999999993 -0.27336999999999995 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 25 8 9 10 13 12 -11 14 -5 24 17 -17 19 20 22 -21 23 -18 -16 26 27 -7 -29 -28
right_child=1 2 3 5 -6 6 -8 -9 -10 11 -12 -13 -14 -15 15 16 18 -19 -20 21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.002613405685460425 -0.0036292898616883469 0.0010964901693023992 -0.0022505276717766712 0.0020969596729878757 -0.0037231661112447972 -0.0037963043946811132 -0.0033128544654085694 -0.0032772450407788332 -0.0037155298547696066 -0.0037185038116881799 -0.0033992415736517059 0.0033270894778317656 0.0021783656042796877 -0.0037682080723347973 -0.0032211199351105707 -0.0034947767142752151 -0.0016714139437953473 0.0038508713373737618 -0.0027159211774891471 -0.003858899680592449 -0.0037709993606182711 0.0010906929842523312 -0.0025910377579165022 0.0010616518012724011 0.0022663812923870825 0.0036206644317211033 0.0017988799575140964 -0.0037375644731384113 0.0033591832322957442 -0.00097094131820464689
leaf_weight=0.45627472318301521 0.24890458190929976 0.191598058125237 0.52613215292512272 0.82705858160623513 0.40527238274807587 0.071814312599600361 0.1734160198830067 0.25229089998174536 0.18306417093845162 0.17493394178745802 0.32922238355968225 0.5237285590264954 0.22775926112080924 0.20012927733478214 0.53055508223768733 0.40949518626438131 0.45582579041364502 0.063110271003097296 0.27867616173170962 0.12221407517790783 0.25763513430138107 4.0000246815543949 0.35383091887342732 1.6194584437471364 0.10269804205745459 0.41856646427186284 0.52886887046042852 0.068330629263074205 0.81305963039630902 0.91966722687357105
leaf_count=353 198 35 529 124 280 4 8 25 309 62 38 50 38 29 316 216 31 4 93 3 51 346 111 189 4 105 47 6 214 92
internal_value=0 -4.59685e-05 1.33793e-05 0.000103931 -0.00217604 0.000193015 0.00106978 -4.75321e-05 2.89099e-05 9.43403e-05 -6.28066e-05 0.00171428 -0.000383293 5.63196e-05 0.00014117 -5.62484e-05 0.000134302 -0.00251386 0.000310881 0.000434761 -0.000346479 0.00094395 1.67296e-05 0.000461348 -0.00233118 0.00133926 0.000941661 0.00231136 0.002809 4.03364e-05
internal_weight=0 15.2773 15.0284 14.4316 0.59687 13.9054 2.99372 10.9117 10.6594 10.4764 9.54993 0.926422 0.402693 9.22071 9.02058 8.19352 7.56027 0.472605 7.08767 6.80899 2.68675 4.12224 2.42912 2.07528 0.633253 2.82031 2.40174 0.953205 0.88139 1.44854
internal_count=3910 3557 3359 3044 315 2515 476 2039 2014 1705 1555 150 100 1517 1488 1364 1044 220 824 731 382 349 331 220 320 468 363 224 220 139
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 39 0 3 2 147 1186 48 51 13 52 15 3 14 156 52 51 48 150 1 9 1348 3 46 122 1 0 159 12 124
split_gain=1.19826 0.822169 0.806453 0.765958 0.714239 0.669293 0.667887 0.615732 0.60619 0.591036 0.531768 0.582611 0.529226 0.492424 0.479988 0.458624 0.887392 0.483121 0.63324 0.554797 0.54352 0.456682 0.446222 0.408907 0.3987 0.377148 0.371619 0.360381 0.345993 0.607855
threshold=0.085835000000000009 0.005105000000000001 -0.070894999999999986 0.16699000000000003 0.084065000000000015 1.0000000180025095e-35 0.084100000000000022 -0.09386499999999999 -0.40274499999999996 -0.26418499999999995 0.41469000000000006 -0.16430499999999995 -0.084129999999999996 0.020750000000000005 0.087205000000000019 0.0033900000000000002 0.077145000000000005 0.12738500000000003 0.12118000000000001 0.10786000000000001 -0.016839999999999997 0.084490000000000023 -0.073984999999999981 0.092020000000000005 0.089350000000000013 0.086560000000000012 -0.11208499999999998 -0.034019999999999988 0.098845000000000016 0.11158000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 12 6 10 -7 -3 -6 11 -2 -1 -9 15 17 26 18 19 20 -13 23 -21 24 -10 -22 -17 -4 -29 -30
right_child=1 8 27 -5 9 7 -8 13 21 -11 -12 14 -14 -15 -16 16 -18 -19 -20 22 25 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00091831575174772403 0.00032369889993726975 -0.0014494661309540839 -0.0014091158194031621 0.00092483394479352164 0.00029366326621913522 -0.00068931050557387644 0.001376348603096269 0.0013355556716183848 0.0010340994622533594 -0.0011381625267627357 -0.0014209023537869758 0.0016348746365112011 0.0006225867006117102 -0.00028257652431829466 -0.0013854871728094858 0.0009860927851007683 0.0012352864032202 -0.0014777892118664783 0.0015377125666992371 0.0006005458777861392 0.00058121804877522766 -0.0010694961314862243 -0.0006840198086135237 -0.00073219146383885555 -0.00048740177216686061 -0.0010022474026650334 -0.0013998563243330792 0.00016456770925108458 -0.0011807000220531523 0.0015660677568875747
leaf_weight=0.71168698917608697 2.576029082294558 0.27329897880554188 0.37044595059705887 1.3667786451987911 0.62273944308981022 0.6245089408475909 0.45495801349170584 1.3663660967722524 3.8018936910666516 5.2571887953672585 0.81880188093055117 0.17531264573335503 1.0894236008170972 0.49472834356129158 0.90105712838703844 0.16500174347311258 0.92948549252469093 0.81606675824150432 0.32819164544343937 1.3744765323353934 0.31729635997908223 0.27203486440703262 0.84233070025220502 0.31873331498354662 0.3645169399678706 3.4400325301103294 0.53440823353594147 4.7931204488268122 0.89723175799008437 0.1882464736700058
leaf_count=164 116 10 70 150 14 30 25 68 329 1542 110 2 68 9 143 5 21 38 5 55 25 10 33 11 12 435 68 200 140 2
internal_value=0 6.80189e-05 -0.000450372 -7.41285e-05 -0.000751975 -0.000158624 -0.000279212 0.000504738 0.00056325 -0.000986519 -0.000336193 -0.000264565 1.37178e-05 0.000905413 -0.000418824 -0.000321205 0.000345506 -0.000470101 -0.00034315 -0.00044353 -0.000756929 0.000678881 0.000112443 0.000784924 0.000900984 -0.000868528 -0.000836974 -7.96543e-05 4.1231e-06 -0.000704348
internal_weight=0 22.5563 13.9301 17.5258 7.68104 16.1591 13.6734 2.4856 5.03048 5.87993 13.2185 12.3997 1.80111 1.86109 9.82366 8.9226 1.6289 7.29371 6.47764 6.14945 3.93264 4.75718 2.21681 4.48514 4.16641 3.75733 0.69941 6.24904 5.8786 1.08548
internal_count=3910 1710 2200 1338 1788 1188 1081 107 372 1556 1056 946 232 77 830 687 94 593 555 550 462 362 88 352 341 460 73 412 342 142
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 16 1 3 11 42 0 160 43 160 52 16 2 47 2 0 474 13 0 1 40 50 2 48 15 1
split_gain=1.05191 0.785135 0.688024 0.67208 0.603294 0.555083 0.430943 0.399518 0.486736 0.465853 0.683486 0.482246 0.775875 0.576144 0.549497 0.378826 0.337236 0.320813 0.422006 0.405795 0.349468 0.305209 0.345574 0.441349 0.296557 0.292719 0.300692 0.342641 0.381276 0.311848
threshold=0.27020000000000005 0.080120000000000011 -0.27336999999999995 -0.015794999999999997 0.10666500000000002 0.10994000000000002 0.087545000000000026 -0.097604999999999983 0.080455000000000013 0.081685000000000021 -0.11524 -1.0000000180025095e-35 -0.074254999999999988 0.088785000000000017 -0.42985499999999993 0.0032450000000000005 0.099990000000000009 0.082465000000000024 0.11165000000000001 -0.074249999999999997 0.084880000000000011 -0.13934999999999997 -0.060094999999999989 0.083370000000000014 0.057150000000000006 0.11901000000000002 0.11542500000000001 -0.064549999999999982 -0.46970499999999993 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 17 15 8 21 -9 -11 -12 13 14 -13 -1 -16 18 20 -19 -5 -3 23 -23 -7 26 27 -4 -29 -30
right_child=2 4 25 5 -6 24 -8 9 -10 10 11 12 -14 -15 16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00083819145923332526 -0.0017090516037650181 -0.0019154928222996309 0.0018891419232689908 -0.00028809335565970829 0.00054724810625091363 -0.001569499394024656 0.001440722935483754 -0.0018550834834655328 -0.0014869942346312816 0.0018034996883274914 -0.001825559771255651 -0.0018542712196962506 -0.0018624378400299907 -0.0018248503952476231 0.0012204763453814505 0.00082101492384021278 -0.0008566560188481262 -0.0012062957513490691 0.00099605229011040844 0.00075554395953526094 0.0013383897734006544 -0.0015270124760589871 0.00079282155302819743 0.00049870012773264318 0.00023885954441295803 -0.00071869497662083485 0.0015458683935906691 0.0018797750306621293 -0.00060253045846468103 0.00087802544323195922
leaf_weight=0.79805308813229148 0.4081800126004963 0.25438142882194403 0.54497004509903479 4.0125831193290704 1.338543208548798 1.3716887838090768 1.5448815239360554 1.7440448741544941 0.93074960180092592 0.33190392388496626 1.4486618255032251 0.30551300110528301 1.0937194830039461 0.47751690831501026 1.4029401981388239 1.1291607881430534 0.3276209204341286 1.3700999204302204 1.5978213991038499 0.48510822490788985 0.50541642098687578 0.6904084475245329 1.5535525216255344 0.77650145080406219 0.3974274001084267 0.40801762929186214 1.6375566862989215 0.41842591878958035 1.2948733614757659 0.77137825160752971
leaf_count=50 20 27 41 224 30 126 93 767 158 10 628 93 527 125 77 34 36 68 87 22 20 135 47 42 12 19 215 75 54 48
internal_value=0 -0.000295388 0.000593385 1.90491e-05 -0.000623125 -0.000229175 0.000715384 -0.000761303 -0.000310685 -0.00102703 -0.000758985 -0.000927202 -0.00056643 -2.50796e-06 0.000424883 0.000133943 0.000827244 -2.18624e-05 0.000181817 -0.000693305 -0.000106143 2.36357e-05 0.000186948 -0.000454712 -0.00116326 0.000778561 0.000909454 0.000565466 0.000275141 -4.98056e-05
internal_weight=0 25.8883 5.4834 13.2122 12.6761 9.74015 3.4721 11.3375 4.20559 7.13192 5.38788 5.05597 3.60731 2.51359 2.03607 1.92721 1.73056 7.97103 6.11582 1.85521 4.518 3.27484 3.02046 1.46691 1.76912 5.07522 4.6672 3.02965 2.48468 2.06625
internal_count=3910 3438 472 736 2702 559 177 2672 409 2263 1496 1486 858 331 206 84 113 421 331 90 244 251 224 177 138 452 433 218 177 102
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 480 1213 1453 1211 128 3 1 3 15 457 43 376 2 13 376 16 3 49 42 16 1 48 43 38 0
split_gain=0.215714 0.290562 0.260427 0.214151 0.211989 0.204735 0.18867 0.168258 0.163654 0.162567 0.170511 0.309122 0.247094 0.276624 0.333981 0.270723 0.29699 0.240316 0.299212 0.2391 0.294752 0.21576 0.243236 0.213337 0.21195 0.18575 0.184947 0.250151 0.182005 0.16955
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 -0.082704999999999987 -0.09343499999999999 1.0000000180025095e-35 0.11637500000000002 -0.10628499999999998 0.076710000000000014 -0.078669999999999976 0.082225000000000006 0.082335000000000005 -0.053009999999999995 0.31615500000000002 0.106285 -0.060719999999999989 0.08573500000000002 0.26364000000000004 0.086245000000000016 -0.091004999999999989 0.081685000000000021 -0.014099999999999998 0.099595000000000017 0.087770000000000015 -0.091614999999999988 -0.073614999999999986 -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=1 3 -2 7 -5 6 -6 -1 9 10 11 17 13 14 -12 16 25 18 -8 20 21 28 -23 -15 -24 26 27 -14 -17 -26
right_child=2 -3 -4 4 5 -7 8 -9 -10 -11 12 -13 15 23 -16 19 -18 -19 -20 -21 -22 22 24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0011851077841745924 -0.0029106997006935619 -0.0026481595516088924 0.00099088311598566586 -0.0032278158945873072 -0.0032427525832412667 -0.0032406936935220829 0.0019820694108191638 -0.0030972834634047648 -0.0032560765038926664 -0.0033655689093208623 -0.0032676127390878192 0.0027166574562957997 0.0018910890901804413 -0.0032244484945754409 0.00061500589191170656 0.0014545467894439962 -0.003330504731041128 0.0020066606228535391 -0.0018381166010020789 0.002503858787663074 -0.0030918388189170184 -0.0023280359082805636 5.550335566230363e-06 0.0020310249193865597 0.0031284153863928828 0.002466236895783337 0.0025783106305223053 -0.0017605466086527818 -0.0020687739609086785 0.00019513978172303932
leaf_weight=0.122383391688345 0.19079373637214336 0.51530068645661309 2.5368335309904078 0.21919513244210342 0.18035355074970461 0.20257828100875563 0.29897531983442605 0.42785579610062541 0.15072970927576612 0.13691012466733887 0.7581937454524359 0.70932226069271553 0.32768268126528755 0.10274246844346624 0.3297285602602642 0.18554329872129727 0.14452066458761681 0.48773685155902047 0.73655176768078623 0.31644476449582715 0.38405258873535775 0.33804679688182693 2.0818692223401749 0.36375528344069608 0.49580310110468417 0.98337382232421067 0.33209435059688985 0.47902202213298684 0.84295616738386681 0.34774352738168035
leaf_count=31 20 175 452 432 283 203 12 328 121 44 426 60 32 196 77 14 5 17 62 20 96 32 112 87 31 167 32 126 195 22
internal_value=0 -0.000278203 0.000717973 -0.000180395 -8.98376e-05 -3.11327e-05 2.53359e-05 -0.0021448 7.73406e-05 0.00012227 0.000165499 0.000960514 -3.58877e-05 -0.00120121 -0.00209086 0.000213646 0.00113667 0.000142749 -0.00073516 -0.000205428 -0.000388777 -0.000146902 0.00025847 0.000873548 0.000557354 0.00144089 0.000555479 -0.000277256 -0.00143316 0.0019192
internal_weight=0 13.0015 2.72763 12.4862 11.9359 11.7167 11.5142 0.550239 11.3338 11.1831 11.0462 2.23259 8.81357 1.55442 1.08792 7.25915 2.26669 1.52326 1.03553 4.99246 4.67601 4.29196 3.26346 0.466498 2.92542 2.12217 1.1388 0.806705 1.0285 0.843547
internal_count=3910 3438 472 3263 2904 2472 2269 359 1986 1865 1821 151 1670 786 503 884 362 91 74 522 502 406 197 283 165 357 190 158 209 53
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=160 52 133 158 1 13 124 42 156 2 15 151 457 457 123 133 47 38 474 4 41 39 34 49 1374 2 4 484 16 0
split_gain=0.202176 0.197557 0.205814 0.202904 0.219357 0.278907 0.213135 0.199987 0.254245 0.207315 0.189295 0.233505 0.191131 0.184155 0.183389 0.182447 0.184404 0.216964 0.199087 0.250003 0.190196 0.206898 0.225153 0.230326 0.195078 0.20463 0.465051 0.234261 0.220041 0.368665
threshold=-0.40446999999999994 -0.42985499999999993 -0.40071499999999999 0.11034000000000001 0.11561500000000001 -0.0024749999999999993 -0.52484999999999993 -1.0000000180025095e-35 0.013700000000000002 0.096540000000000015 0.10043500000000001 0.16127000000000002 -0.0034949999999999994 -0.14941999999999997 0.083905000000000021 0.10681500000000001 0.10933000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.26048500000000002 0.075585000000000013 0.085060000000000011 -0.080599999999999991 -0.088729999999999989 -0.094679999999999986 0.11043500000000002 -0.49837999999999999 -0.067754999999999996 -0.00083999999999999993 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 -3 4 7 6 -6 8 9 -4 12 -12 13 -9 -11 16 17 18 -14 20 21 22 -20 -24 -25 26 -26 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 10 -10 14 11 -13 15 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0020037636740469307 -0.0019955587947022417 -0.0028659417670101805 -0.0028384725831368963 -0.0025307096576766383 -0.0030199014768703793 0.00014253823087585399 0.0023976909110026388 0.0012368466528085685 0.0014208118781520323 -0.0015987409412738169 -0.0027933998694037523 0.0021676654744694577 -0.0031788719915972559 -0.0018812493012829805 0.0022434948559966377 -0.0018846215794201023 -0.0018482992928479523 -0.0020939197486669375 -0.0028167178858983927 0.0021011122840693518 -0.0020265351995809302 0.00282730135078635 -0.0016890013063106195 -0.0010129357134249033 -0.0030210620921695777 0.0026353708318273719 -0.0023535480001378515 0.00096214491367261473 0.0021011991558995322 -0.0028221561581643862
leaf_weight=0.46284648038272358 0.42916511636576515 0.20908550044986896 0.63481364920880412 0.25412359074107449 0.066983994096517563 1.7914296892995487 0.980534188449383 0.21639172508730553 0.27392682759091247 0.31026409473270178 0.37663968317792829 0.10468627169029787 0.1190533592816666 0.66965660870481691 0.16393145779147744 0.31258658455772081 0.30172216957726039 0.2696999309118836 0.17967442050574867 0.89959430444287125 0.25784005668538146 0.32600275747245167 0.37767444321070076 0.52265447837997836 0.27597062845597031 0.51065402122912917 0.17900648982321188 2.1731164426964744 1.2303474181827296 0.24760121293365944
leaf_count=305 353 186 556 143 4 174 296 34 55 118 155 6 28 178 12 220 38 21 14 105 62 76 41 44 42 45 114 410 70 5
internal_value=0 -3.12975e-05 2.79195e-05 7.10565e-05 0.000119063 0.000846821 0.00205126 -6.99033e-05 -0.00111426 -0.00174043 8.13215e-05 -0.00171439 0.000176624 -0.00111974 -0.000270463 0.00031699 0.000404429 0.00049423 0.000589861 0.00065235 0.000444836 0.000550639 0.000420353 0.000525776 0.000688533 0.000881155 0.00066299 0.000928439 0.00108935 0.000575071
internal_weight=0 14.6648 14.2357 14.0266 13.7725 2.83895 1.04752 10.9335 1.38294 1.10901 9.55057 0.481326 9.06925 0.886048 0.474196 8.1832 7.87061 7.56889 7.29919 7.18014 6.28054 6.0227 5.6967 5.51703 5.13935 4.6167 4.10604 3.83007 3.65107 2.42072
internal_count=3910 3605 3252 3066 2923 474 300 2449 741 686 1708 161 1547 212 130 1335 1115 1077 1056 1028 923 861 785 771 730 686 641 599 485 415
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 3 2 9 47 12 48 42 51 52 2 4 133 4 13 1348 46 0 2 15 0 48 14 51 4 52
split_gain=1.74581 1.15305 0.839591 0.952621 0.948547 0.747569 0.915203 0.683222 0.643003 0.623278 0.677641 0.57676 0.566937 0.561136 0.56682 0.697892 0.563503 0.558082 0.504344 0.469059 0.486336 0.462589 0.507028 0.459165 0.457893 0.406644 0.589708 0.432782 0.396 0.608469
threshold=0.085835000000000009 -0.060094999999999989 0.005105000000000001 0.16699000000000003 0.070590000000000014 -0.10315499999999998 0.082715000000000025 -0.016839999999999997 0.09585500000000001 0.09112000000000002 0.088825000000000015 0.092635000000000009 -0.40274499999999996 0.084240000000000023 0.084065000000000015 -0.0031049999999999997 -0.0056849999999999991 0.08734500000000002 -0.10241499999999999 0.084490000000000023 0.092020000000000005 -0.089879999999999974 0.10045500000000002 0.18599000000000002 -1.0000000180025095e-35 0.086870000000000017 -0.13131999999999996 0.090935000000000016 -0.49837999999999999 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 9 7 -7 25 -2 -11 28 -4 14 -1 -16 -17 -6 -18 20 -14 -20 -23 24 -9 26 -8 -27 29 -3
right_child=2 11 12 -5 17 6 8 23 -10 10 -12 -13 19 -15 15 16 18 -19 21 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00017117408164408457 0.0010615590157639198 -0.0011656084216792009 -0.0011599381367092729 0.00083238108986143035 -0.00096098620032134094 0.0013435159417010771 -0.00032592084882153492 -0.00095346174854567928 -0.00066771169035470209 0.0004563271417910003 -0.00086806300448677095 -0.00079159212532122348 0.00077121550901467319 -0.0011385624220033911 -0.0011330459870364522 -0.0011347221477615355 0.00073034331304760005 0.00046138060540629276 -0.0011412661065532993 -0.00082659322093947205 -0.00062294216341394473 0.00062390375129203692 -0.001135481262717086 0.0012117853627241265 0.0011604730934884205 -0.0006682529126636167 0.00077228320707652142 0.00032846902115985486 0.00037611102392086636 0.00060606790493419795
leaf_weight=1.332698812300803 1.3372140531428223 0.58236070501152415 0.24443592783063639 1.5415110818576057 2.0728104001609604 0.20677039027214617 0.80905003473162684 2.7546769473119701 1.1319467830471692 1.8929517234792004 0.64976345468312491 0.90427145827561606 4.3200183911249033 2.1533792383270338 2.1668352481792654 0.77195574855431948 0.74164870474487599 0.41444216528907407 0.62095793802291199 0.27780743455514301 0.33778248354792584 0.68145533616189091 0.29338267201092094 0.14116284996271122 0.13456198014318044 0.9812929644249383 2.5163000801112503 1.228044028393924 3.3327684012474483 0.41616531740874052
leaf_count=134 71 49 10 150 264 3 25 518 46 70 28 90 341 870 584 125 18 19 83 10 11 64 70 2 4 20 96 22 102 11
internal_value=0 -0.000394246 0.00010698 -8.32827e-06 -8.7977e-05 2.67892e-05 -0.000136316 -0.000624454 0.000100713 0.000443127 0.000117894 2.12196e-05 0.000503486 -0.00064249 -0.000480856 -0.000645549 -0.000305829 -0.000723982 -3.20812e-05 0.000585867 0.000670112 -0.000386419 9.44075e-05 -0.000758733 -0.000855008 0.000257871 0.000505093 -0.000114232 0.000190915 -0.00042721
internal_weight=0 13.9979 22.9925 17.8125 16.271 13.7837 9.90381 3.23717 6.66663 3.87993 2.54272 5.23557 5.18004 8.76231 6.60893 5.27624 3.1094 2.48725 2.33744 4.93561 4.6578 1.5958 0.974838 3.0304 2.88924 5.53469 3.32535 2.20934 4.33129 0.998526
internal_count=3910 2200 1710 1338 1188 905 736 527 209 169 98 252 372 1948 1078 944 360 283 235 362 352 217 134 524 522 163 121 42 162 60
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=4 12 3 3 16 151 158 133 16 42 1 3 52 41 1373 13 16 0 52 52 49 50 4 481 40 147 47 146 1429 106
split_gain=1.08914 0.801859 0.528445 0.519502 0.49633 0.489002 0.378689 0.399327 0.382506 0.418352 0.407337 0.466197 0.438127 0.50718 0.377459 0.364584 0.398147 0.385398 0.361303 0.463334 0.359335 0.354808 0.352872 0.352362 0.314505 0.305404 0.272966 0.360933 0.308738 0.281644
threshold=0.28937500000000005 0.080120000000000011 -0.013944999999999997 0.10666500000000002 0.10994000000000002 -0.27336999999999995 0.084965000000000027 0.086975000000000011 -0.17157499999999998 -1.0000000180025095e-35 0.12730000000000002 -0.08348499999999999 -0.12272499999999999 0.078150000000000011 0.089210000000000025 0.10741000000000002 0.0015250000000000001 -0.068039999999999975 -0.26295999999999992 -0.42035499999999998 -0.088329999999999978 0.11901000000000002 -0.0077799999999999996 -0.0079799999999999992 0.057150000000000006 0.088035000000000016 0.096475000000000019 0.11615000000000002 -1.0000000180025095e-35 0.092305000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 14 -2 7 8 -3 -10 11 12 -11 20 23 17 -17 22 19 -13 -14 26 -1 -4 -6 -25 27 28 -7 -30
right_child=5 3 4 -5 24 21 -8 -9 9 10 -12 18 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00089137371214318415 -0.001369036463747789 0.00017997351009819984 -0.0013957927593778662 0.00039517237182303336 -0.0013724779256635833 -0.00064368392926506164 -0.0015187277222536693 -0.0013376070693689871 -0.0016035212784397078 -0.0016046501394708465 0.0012739390178979123 -0.0016028981813176752 -0.0016472179277694039 -0.0016273862851865243 -0.0014794134687984382 -0.00097810566426421801 0.00072213986096085101 0.0016039616932405126 -0.0016182276304480166 0.0015250412934075062 0.00062156498833816599 -0.00087754662585898561 -0.0012639826177960173 9.2115472423334496e-05 0.00027977983864619889 0.0014257901352238537 0.00017764335976329398 -0.0011469738279961351 0.0015382409675633243 -0.00073633916994388343
leaf_weight=0.61503375048050657 0.2948342456948011 2.0853669876232734 0.37804723763838222 1.3712186806369562 1.1846813714364541 0.19995424756780389 1.1265093431575213 1.3662522405793414 0.91343717416748393 0.44819600833579931 0.3311642613261937 0.23506815830478445 0.19515331368893507 0.36379860300803546 0.40466185146942724 0.63719456770922966 0.77173695689998567 1.1721034237416454 1.3217458289000208 0.24517539620865081 1.8921311472658984 0.31459929421544064 0.28018121945206109 6.3965917642344792 0.38742072996683408 0.4668759925989433 1.0413039522245524 0.16706722229719151 2.4376191640039901 0.1462278552353381
leaf_count=42 20 79 34 31 123 3 274 805 607 128 22 65 26 41 20 35 26 72 511 7 136 18 26 333 12 29 40 3 325 17
internal_value=0 -0.000229497 4.87727e-05 -0.000526465 -0.000150679 0.000614331 -0.000646549 -0.000541998 -0.000406651 -0.000612395 -0.000432496 -0.0005527 -0.000157493 0.000107129 1.68129e-05 0.000577677 -4.68026e-05 0.00100328 -0.00118856 -6.01303e-06 0.000409442 0.000750109 0.000216798 0.000100423 -0.000965304 0.000182836 0.000878375 0.00112565 0.00126204 0.00140952
internal_weight=0 24.5897 12.6945 11.8952 9.21828 4.60161 10.524 9.39749 8.03124 5.94587 5.03243 4.70127 2.89928 2.45108 7.64618 3.47625 1.40893 2.06732 1.80199 0.480244 2.08728 4.30677 0.895215 7.24151 1.5721 6.86347 3.99217 2.95087 2.7838 2.58385
internal_count=3910 3484 752 2732 551 426 2701 2427 1622 1543 936 914 331 203 416 201 61 140 583 72 162 406 68 396 135 362 388 348 345 342
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=123 3 3 0 375 39 123 47 9 133 484 15 44 132 0 41 52 12 13 43 42 4 38 52 474 133 1 160 0 47
split_gain=1.06823 0.804184 0.739457 0.682474 0.663957 0.645745 0.684968 0.576005 0.493093 0.492204 0.465966 0.497087 0.418359 0.400834 0.439167 0.766222 0.513541 0.512524 0.39767 0.394036 0.560753 0.506895 0.45307 0.386883 0.473195 0.378653 0.373839 0.371285 0.366661 0.35314
threshold=1.0000000180025095e-35 0.16699000000000003 -0.100615 -0.11524 -1.0000000180025095e-35 0.16168500000000002 -0.041524999999999992 0.10813000000000002 -0.016839999999999997 0.10681500000000001 -0.067754999999999996 0.079360000000000014 0.13998500000000003 0.080815000000000012 0.12007500000000002 0.078150000000000011 0.10062000000000001 0.11655500000000001 -0.15610499999999997 -0.074254999999999988 0.095385000000000011 0.08734500000000002 -0.073614999999999986 -0.010284999999999997 0.084835000000000008 -0.0023199999999999996 0.077800000000000022 0.08234000000000001 -0.11756999999999999 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 10 7 -2 6 -5 23 -8 -3 -1 13 18 14 15 17 -16 -12 -10 20 -20 -22 -21 24 27 -6 28 -4 -25 -28
right_child=4 9 3 5 25 -7 8 -9 12 -11 11 -13 -14 -15 16 -17 -18 -19 19 22 21 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.0015270152400084578 -0.0015846444852929888 0.00091944403895622675 -0.0013221916375782501 0.0014502850704621272 -0.00073522998848996382 0.00121452594842934 0.0017282186822415331 -0.0015443495964761994 2.5982119391302935e-05 -0.0011600489106984228 0.0011462497910464822 -0.00068527621741815582 0.0017836603078475715 0.0011175025887796741 -0.0012302008002261671 -0.00064236939110056161 0.00073962662468153107 -0.00060776613277715248 -0.00093765385646339412 0.00035630895182638816 -0.00065052323372254378 0.0017665379122537236 -0.0014793852210867387 -0.0015354130358229575 0.00094830244408327931 0.00095945154441104484 0.00088775270095840352 -0.00017524439518844408 0.00081205794763000716 -0.0004706767022222581
leaf_weight=0.38119705527788017 0.28357221093028817 1.9716685488820069 1.0010941408108927 0.30721011490096017 0.32793129002675492 0.38757544732652682 0.16773556964472369 0.57218330702744413 0.93589162547141391 0.29589687904808659 2.2518093240796651 1.2632956280140204 0.13241432607173997 1.2314666742458937 0.89908408880000912 1.0855903516057877 0.44833915494382381 0.45217138295993198 3.9285913283820282 0.32953007519245137 0.4307586543727665 0.36005294043570757 3.9093942855251704 0.39942947414238006 0.53946350538171817 3.2677161371102543 2.2223187255440284 1.7588637649314476 0.24123401707038938 0.53712059534154821
leaf_count=58 8 153 46 27 38 28 4 35 25 11 118 142 1 65 87 51 7 13 935 12 52 5 1458 45 21 288 98 56 7 16
internal_value=0 -0.000210822 -0.000285234 -0.000453093 0.000630217 -0.000691263 -0.000761599 -9.64395e-05 -0.000828255 0.000648089 9.52069e-05 0.000176235 -0.000871022 0.000347131 0.000162453 0.000424579 -0.000574764 0.000852936 -0.00090655 -0.00100397 -0.000705138 0.000449954 -0.00133668 2.72215e-05 -0.000339543 0.000804893 0.000383125 -0.000591266 -0.000651501 0.000623337
internal_weight=0 28.4414 26.1738 18.1609 3.87922 10.8892 10.5016 7.27171 10.1944 2.26757 8.01295 7.63176 10.0266 6.36846 5.13699 3.78957 1.34742 2.70398 9.89422 8.95833 4.7194 0.790812 4.23892 6.69952 3.29942 3.59565 3.4001 2.75996 0.640663 2.75944
internal_count=3910 3576 3412 2871 334 2547 2519 324 2492 164 541 483 2488 341 276 182 94 131 2487 2462 992 57 1470 289 123 326 166 102 52 114
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 3 2 12 124 3 51 16 47 12 12 2 160 9 12 48 49 16 46 106 42 14 2 1 43 4
split_gain=1.29076 0.980926 0.670076 0.805676 0.647132 0.64333 0.712381 0.579156 0.570355 0.561787 0.560648 0.539144 0.522915 0.488067 0.494905 0.651774 0.644012 0.487173 0.480006 0.501645 0.441483 0.438431 0.437252 0.512125 0.406371 0.404637 0.374833 0.475715 0.357926 0.442855
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.070590000000000014 -0.10315499999999998 0.082715000000000025 0.098845000000000016 0.11158000000000001 0.11476000000000001 -0.40274499999999996 0.67964000000000013 0.09585500000000001 0.085775000000000004 0.085185000000000025 0.084065000000000015 0.084835000000000008 -0.016839999999999997 0.09112000000000002 0.088825000000000015 -0.22390499999999999 -0.25582999999999995 0.092020000000000005 0.092305000000000012 -0.09547499999999999 0.082845000000000016 0.08400500000000001 1.0000000180025095e-35 -0.084184999999999996 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 18 17 24 -9 13 -4 -6 -8 14 15 26 -16 -7 -2 21 -19 -20 23 25 -3 -12 27 -1 -26 -30
right_child=2 7 10 -5 11 6 12 8 -10 -11 22 -13 -14 -15 16 -17 -18 20 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0015225425733682012 0.001367806554371112 -0.001537302813471088 -0.0015379718388015618 0.0013171900711392477 -0.001111373059132306 0.0016831505324098512 0.00028446268152322032 -0.0013652833208159323 0.0016396835653451991 0.00038116836843386976 0.0011429246015665275 0.0011282012693015102 -0.00084814650254295325 -0.0014948778339037845 -0.0015007624414814381 -0.0014094976161155934 0.0015540628804859107 0.0015760711058837463 0.0011681804829618738 -0.0010664230216854437 -0.0010587402903549476 -0.00039162708540409148 -0.00093047385263768172 -0.00070005550660952006 0.0008465322391421735 -0.00091248209979023754 0.001853948585191561 0.0004740037381755281 -0.0015088684699571986 0.00020917001939832185
leaf_weight=0.46505437686573603 1.1145500562852242 0.28077618067618448 0.2547197714447974 0.9157399993855514 1.9871459668502223 0.16673263069242095 5.3665023314533755 1.0306817764649165 0.16012443229556073 0.73614371800795186 3.5578562514856453 0.26762179401703168 1.0733190071769056 2.5163293616496958 0.2312439871020614 2.0578683066414669 0.43869138631271198 0.14716537110507388 1.0407922989688816 0.53943837946280826 2.6920100307906991 0.63763794192345802 0.32657048944383849 0.42139501054771233 1.6620237577008077 0.22335086483508337 0.191262702574022 0.59930421225726604 0.37895566760562349 2.5078005816903906
leaf_count=92 71 28 10 122 271 3 183 174 2 14 323 13 48 1104 87 428 11 3 37 28 526 33 11 20 48 8 6 46 44 116
internal_value=0 -0.000477721 0.000114102 -3.17464e-05 -0.000113918 1.51833e-05 -0.000182233 -3.59676e-05 -0.000961214 -0.000845266 0.000600336 -0.000845555 9.56918e-05 -0.000984169 -0.000661554 -0.000896324 0.000499618 -0.000777655 0.000574759 0.000176227 -0.000922168 0.000575607 0.000720594 0.000848893 0.000192167 0.00102151 -5.52726e-05 -0.000398355 0.00029892 -1.63635e-05
internal_weight=0 13.2563 20.7325 15.9487 15.0329 12.7781 9.44573 6.02036 1.19081 7.2359 4.78389 2.25477 6.43982 6.49975 3.98342 3.31349 0.669935 3.00591 3.33242 2.21787 2.83918 1.67843 4.52917 4.2026 4.82956 3.78121 1.25562 1.06436 4.54878 2.88676
internal_count=3910 2200 1710 1338 1216 932 763 412 176 1788 372 284 231 1774 670 572 98 532 169 98 529 70 362 351 236 331 144 138 208 160
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=1 12 3 38 3 3 2 39 48 2 51 457 1 2 15 43 11 376 0 3 12 4 159 133 52 52 16 4 43 3
split_gain=1.17145 0.712546 0.790474 0.661455 0.607054 0.472792 0.479172 0.455947 0.528938 0.627677 0.626631 0.566223 0.431686 0.362414 0.387664 0.407172 0.374301 0.352172 0.321542 0.301942 0.653265 0.385694 0.296588 0.295854 0.287674 0.272749 0.251662 0.30946 0.238566 0.283894
threshold=0.094385000000000011 -0.041094999999999993 0.16699000000000003 0.10386000000000002 -0.115685 0.086245000000000016 0.083795000000000022 0.15608500000000003 0.12675000000000003 0.11542500000000001 0.13741000000000003 0.09112000000000002 0.099595000000000017 0.11362000000000001 0.079360000000000014 0.093240000000000017 0.080455000000000013 0.048695000000000009 -0.230625 0.090325000000000003 0.085845000000000019 0.08734500000000002 -0.47308999999999996 -0.40071499999999999 -0.094124999999999986 0.024145000000000003 -0.008734999999999998 0.0057500000000000008 -0.077544999999999989 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 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 12 13 17 -7 8 9 11 -11 19 -2 14 15 16 -1 28 -13 20 -3 22 -22 -14 -8 -10 27 -26 29 -6
right_child=1 2 -4 -5 5 6 24 -9 25 10 -12 18 23 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00031453073586709972 -0.00015006235083684158 0.00042459754848570718 0.00097489262400132467 -0.00077802951807513614 -0.00083753379629463679 0.00095009745508607473 -0.0013377392768317239 0.00096349114126472336 -0.0013876879038818011 0.00079186066888638782 -0.0011963503674440974 0.0013525700349127556 -0.0011364193842039693 0.00088926842252328873 -0.0013063453719496237 -0.0011892511875998785 -0.00096158532950410048 -0.00014395058476686129 -0.00024537510143742773 -0.0010693437596977077 0.00062149405409895361 -0.0003173780465613573 -0.0011787700863626694 0.0010968429152853436 -0.0010687902409405182 -0.00037504448925078945 0.00012642379343148584 -0.00011617255611656141 -0.0011700875255428898 0.00081208894750960678
leaf_weight=1.9347072527743918 0.81786998524330901 1.1449577661696766 0.72422269056551236 0.69849171978421498 4.6585577219957486 0.38599384645931323 0.6384435684885833 0.38880378101021129 1.3328180946409691 1.3150286234449584 0.32609651470556844 0.40578846260905266 0.10361682996153887 0.43905075127258886 0.58063299732748408 0.51897980691865075 0.47113471955526609 0.89658165583387095 0.42493663891218592 1.6384107865160329 0.16277291649020886 2.5849439029116184 2.0586766725173256 1.7358329946873701 1.2380494761746383 0.65335495397448529 1.0402663610875604 1.0295523537788538 5.3499478496960338 0.17855596449226041
leaf_count=80 31 47 85 30 900 10 41 32 48 101 10 23 4 11 86 19 33 37 21 61 7 76 293 311 40 15 30 27 1394 7
internal_value=0 -0.000194347 -0.000329005 0.000333751 -0.000659803 -0.000774802 -0.000415171 -0.000404935 -0.000449096 -0.000329574 0.000396797 -0.000471141 0.000625989 -0.000210364 -0.000348091 -0.000157859 6.46296e-05 -0.000915373 0.000535181 -0.000581287 -0.000446924 -0.000654534 -0.00104686 0.000971042 -0.000548709 -0.00105458 -0.00039642 -0.000636276 -0.000983267 -0.00077664
internal_weight=0 16.5166 13.1608 3.35581 19.3605 15.4159 4.33231 12.4366 12.0478 10.0616 1.64113 8.42049 2.65732 3.94451 3.50545 2.92482 2.40584 11.0836 0.830725 7.58976 5.95135 4.80639 2.22145 1.83945 3.94631 1.98617 3.30787 2.2676 10.1871 4.83711
internal_count=3910 1195 819 376 2715 2486 148 734 702 639 111 528 346 229 218 132 113 2338 44 484 423 376 300 315 138 63 97 67 2301 907
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 16 50 1 1373 13 16 0 4 3 16 16 42 481 13 13 47 42 150 133 159 1375 150 49 52 40
split_gain=1.27354 1.03578 0.748343 0.650484 0.598666 0.593373 0.465658 0.421371 0.420689 0.403163 0.473343 0.41533 0.403764 0.398737 0.452141 0.508748 0.40056 0.394423 0.363867 0.387644 0.398482 0.389396 0.343732 0.342012 0.315386 0.311631 0.567065 0.346938 0.453314 0.303657
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.013944999999999997 0.10994000000000002 0.11901000000000002 0.13026000000000001 0.089210000000000025 0.10741000000000002 0.0015250000000000001 -0.068039999999999975 -0.0077799999999999996 -0.097604999999999983 -0.17157499999999998 -0.30307999999999996 0.092635000000000009 -0.0079799999999999992 -0.13934999999999997 -0.090929999999999983 0.085165000000000018 0.091230000000000019 0.082085000000000019 -0.0023199999999999996 0.09678500000000001 -0.43271999999999994 0.090965000000000004 0.14121000000000003 0.087465000000000015 0.057150000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -4 13 17 11 -11 12 -1 16 15 24 18 -6 -3 -20 21 22 -21 -19 -15 -25 27 28 -27 -7
right_child=2 3 6 -5 5 29 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 23 19 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00089847791323005295 -0.001472927491452536 -0.001645525245937152 0.00093550174711526889 0.00046453732442239254 -0.0013604280325985093 -0.00134016319490817 -0.00089955458557667732 0.00052536510870266229 -0.0014531232601084599 -0.00099645355365385845 0.00073034577929222285 0.0015832512448765606 -0.001234757522652528 -0.0016168774650743194 -0.0011807417539153647 0.00061752075422701416 -0.0015821983911573718 -0.00089996985363227622 0.001386857945712102 -0.0010274744559664037 0.00097579037595262204 0.0017975544761045833 0.00053128678574302171 -0.00071735754733131998 0.00060111314661590726 0.00028008470332237419 0.0014163205052091167 0.0013233294762229854 -0.00095966920290058752 0.00019241720639691346
leaf_weight=0.72367088217288256 0.39895514003001142 0.37440828420221839 4.2764387017814434 1.3871672200039018 0.43812008749227782 1.3835468767210848 0.37728935992345203 0.68857543217018324 0.46161134284921068 0.72068966750521191 0.88887080666609108 1.3010234704706829 0.32118171779438875 0.68273705942556262 5.7843485755729516 0.84849184751510243 0.58073909499216814 0.66624279797542652 0.43902921781409565 1.6555884230765499 0.56718513497617085 0.17002176493406285 0.4513952377019449 0.697328526293857 0.2102280879043974 3.6783779998077097 1.1266373267862944 0.58711507450789202 0.92551687778905023 0.42330422624945629
leaf_count=42 20 34 388 31 34 123 18 34 20 35 26 72 26 91 2124 26 54 57 13 261 27 2 16 16 19 172 57 19 41 12
internal_value=0 -0.000254963 0.000608309 -0.000563984 4.32149e-05 -0.000156402 0.000786729 -0.000678556 1.72536e-05 0.000567451 -4.28382e-05 0.000986185 0.000242734 -0.000749023 -0.000967789 -0.000260454 -0.000360575 0.000100849 -0.000166612 2.03881e-06 -0.000211722 -0.000507522 -0.000693529 0.000184198 -0.0010947 0.000287166 0.000398043 0.00017704 3.08581e-05 -0.000981114
internal_weight=0 28.1832 5.05268 13.8399 14.3432 10.3878 4.65373 12.4527 8.58095 3.95544 1.60956 2.34588 1.04485 11.7642 7.52581 1.74146 4.23837 8.11934 3.65763 3.28322 2.84419 2.27701 2.10698 7.68122 0.892965 7.01498 6.31765 5.19101 4.60389 1.80685
internal_count=3910 3484 426 2732 752 551 406 2701 416 201 61 140 68 2667 2260 136 407 396 353 319 306 279 277 362 110 305 289 232 213 135
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=1 0 2 14 16 157 14 15 40 1374 2 453 1375 48 4 1 52 96 43 16 457 2 133 11 3 49 0 42 123 42
split_gain=0.219786 0.319334 0.205158 0.248968 0.209274 0.309169 0.244105 0.308655 0.224784 0.217462 0.211712 0.267329 0.264739 0.248016 0.239274 0.267422 0.220596 0.212105 0.284276 0.192965 0.192174 0.227503 0.214908 0.188409 0.190736 0.283092 0.183309 0.182394 0.272705 0.239798
threshold=0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.077685000000000018 0.070590000000000014 -0.062769999999999979 -0.13131999999999996 -0.22917999999999997 0.057150000000000006 0.090240000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.43271999999999994 -0.078084999999999974 -0.10647999999999999 0.12730000000000002 0.17829500000000004 -1.0000000180025095e-35 -0.073684999999999987 -0.50763499999999995 0.085130000000000025 0.075670000000000015 0.086895000000000014 0.081565000000000012 0.082730000000000012 -0.078209999999999988 -0.13506999999999997 -1.0000000180025095e-35 0.091310000000000016 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 19 3 4 5 -2 26 -8 -6 10 13 12 -12 -9 -15 17 23 -16 -19 -1 21 -21 -22 24 -14 -26 -7 28 -3 -29
right_child=2 27 -4 -5 8 6 7 9 -10 -11 11 -13 16 14 15 -17 -18 18 -20 20 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00064803834293495656 0.0018902355485175377 -0.0029789805236442569 0.0020384450830904705 -0.0020377034667108315 -0.0012514865491906203 -0.0026922125428754233 0.0024748730516719218 0.0026144344367758561 0.0021334032003779502 -0.0024345695325371703 -0.0010831546837521628 -0.0018979646545294654 0.002981436622808632 0.0029094822803195676 0.0032423967688571024 0.0023289473361256161 -0.0011150072096758562 -0.00037036604690778789 -0.0027138464655956204 0.001839569610984927 -0.002979109783676894 -0.0029760545425766643 0.0021223438552262527 -0.00066491521152491594 -0.00047697619745697042 0.0023323494520640906 0.00034557952310612238 0.00058787597699409952 0.0019177101511677729 -0.0014741680055508125
leaf_weight=0.26925792096881274 0.96440757060190208 0.38274412629834875 0.46359608919010575 0.47689788410207334 1.3975963196135115 0.43990923737874255 0.51852914335904365 0.21059143665479263 0.19323576241731633 0.2771315844147465 0.47107457555830556 0.31294343975605432 0.846117433102337 0.1462791537633138 0.084162019193168347 0.1913669409113935 0.29050553974229831 0.90061119679012136 0.89106426366199232 0.092142814653925487 0.12016252480680112 1.0783102711939134 0.17628297267947346 0.28115257964236651 0.52544669585768278 0.75830619654152376 0.28211443722829699 2.4254301966866501 0.13247730955481529 0.61091451784886874
leaf_count=44 157 437 140 105 346 40 140 22 7 30 16 33 89 23 1 19 20 178 375 7 29 907 22 24 27 75 35 263 5 294
internal_value=0 -0.000607035 0.000123565 3.86914e-05 0.000137887 0.00032333 0.000119873 0.000294867 -0.00084033 0.000112155 0.000231584 0.000695901 0.000951758 -0.000436052 -0.000726276 -0.000983549 0.00130659 -0.00132148 -0.00153586 -0.00164096 -0.00206112 -0.00259695 5.44981e-05 0.00159837 0.00189714 0.00118248 -0.00150526 -0.000101609 -0.00171991 0.000172991
internal_weight=0 5.28772 10.923 10.4594 9.98255 8.39171 7.42731 6.70528 1.59083 6.18675 5.90962 3.48555 3.1726 2.42408 2.21348 2.0672 2.70153 1.87584 1.79168 1.73616 1.4669 1.17045 0.296445 2.41102 2.12987 1.28375 0.722024 3.55157 0.515221 3.03634
internal_count=3910 2008 1902 1762 1657 1304 1147 1072 353 932 902 284 251 618 596 573 235 554 553 1009 965 914 51 215 191 102 75 999 442 557
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 43 52 43 50 158 160 4 2 1 48 132 0 16 13 12 15 3 2 457 156 128 4 8
split_gain=1.39803 1.18139 0.771748 0.74523 0.726653 0.799581 0.787651 0.616422 0.591253 0.514757 0.509819 0.464327 0.461042 0.480058 0.594213 0.483866 0.46019 0.479418 0.452367 0.509513 0.560495 0.427338 0.408918 0.401239 0.390241 0.533194 0.409165 0.382069 0.535286 0.381781
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 -1.0000000180025095e-35 0.13026000000000001 0.085545000000000024 -0.26007999999999992 -0.15154999999999999 -0.0088849999999999988 0.11901000000000002 0.086290000000000019 -0.089599999999999985 -0.51381999999999983 0.092340000000000019 0.076710000000000014 0.087235000000000021 0.080815000000000012 -0.089879999999999974 0.062650000000000025 -0.084084999999999979 0.096210000000000004 0.079360000000000014 -0.092454999999999982 -0.13811499999999996 -0.068264999999999978 0.11896500000000002 0.10670500000000001 0.25367000000000006 0.088630000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 27 6 8 -8 -6 -5 24 12 -10 -14 15 18 17 -1 -15 20 23 -16 -11 -20 29 -26 -27 -3 -29 -4
right_child=2 4 10 9 5 -7 7 -9 11 22 -12 -13 13 14 21 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00013338086573357828 -0.0012359924609560062 -0.0014170457286208399 -0.00031308368055521317 -0.0012431629945713668 -0.0014055366349841911 0.00092385076418281407 0.00028508971071837834 -0.00099773325277384265 -0.0012841731380834644 -9.9782244634484996e-06 -0.00080146421438853763 -0.0014445375764814974 -0.0015242904043305931 -0.0014260151274529701 0.0014061474600464347 0.00072747820324097054 0.0011563150376640576 0.0010088009053023845 0.0014994574395135274 -0.0014955500636217307 0.0015374792063919162 0.00022405791823326335 -0.0010218676190765048 -0.0013960108757995425 -0.0002885030461772001 0.0013405176623413966 -0.00047247267357151094 -0.0010011607169285116 0.0017543516349479264 0.0010864294526329375
leaf_weight=2.4012337074382226 0.47916402388364066 2.2346320187207325 1.1080718564335255 0.81333281239494581 0.64984457433456544 0.85639398708008307 0.83688428974710216 5.3364973660209234 0.43993536510970432 9.2854044788982684 0.46272096596658219 0.40983384673017997 0.29698698432184656 0.68780075892573189 1.165930920513347 0.87050866847857822 1.3763211360201237 1.007539579644799 0.12748030945658639 0.33770697377622128 0.4845655825920403 1.1970506515353916 0.84117425070144314 0.33619169768644497 0.55343733308836851 2.8988959754351522 0.26215672329999495 0.48103377694496874 0.18990898411720991 0.57016317988745857
leaf_count=113 20 786 29 44 144 33 35 1231 82 381 18 44 10 74 21 52 94 39 2 6 8 23 54 111 15 299 8 95 2 37
internal_value=0 -0.000253688 0.000459684 2.06209e-05 -0.000508334 -0.000377363 -0.000461929 -0.000823829 -0.00014294 -0.000179465 0.000598445 -1.38104e-05 8.48345e-05 0.000194255 0.00029227 -0.000135629 0.000478066 0.000204217 -0.000516297 -2.97246e-05 0.000492317 0.000807319 -9.40318e-05 -0.000599941 0.000718563 0.000969848 0.00119016 -0.00114091 -0.000221219 0.000162387
internal_weight=0 32.6642 6.33461 15.725 16.9392 14.0336 13.1772 6.17338 7.00384 10.9399 5.85545 6.35399 5.94416 5.50422 5.20724 2.84425 4.78509 3.40877 1.97375 1.28594 0.948238 2.36298 10.1266 0.463672 5.39273 3.71449 3.16105 2.90557 0.670943 1.67824
internal_count=3910 3484 426 725 2759 1876 1843 1266 577 479 406 433 389 307 297 253 246 152 201 127 121 44 435 113 388 322 307 883 97 66
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 1213 403 480 475 12 51 47 457 457 159 1373 156 14 1 0 2 0 1 3 43 13 0 16 457 0 0
split_gain=0.213166 0.282584 0.277464 0.244885 0.237886 0.245744 0.215534 0.199248 0.19552 0.20638 0.189882 0.171221 0.168735 0.18237 0.171952 0.175723 0.171965 0.193483 0.302188 0.248745 0.349538 0.338046 0.295606 0.226424 0.220771 0.217152 0.208399 0.210753 0.198253 0.258279
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 0.08456000000000001 -0.086004999999999984 -0.041094999999999993 0.11024000000000002 0.10976000000000001 0.087350000000000011 0.53894500000000012 0.10856 0.099250000000000019 0.10691500000000002 0.08840000000000002 1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 -0.017269999999999997 0.095575000000000007 -0.013944999999999997 -0.27619499999999997 -0.5337599999999999 -0.045139999999999993 -0.50763499999999995 0.085130000000000025 -0.17106499999999999 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 12 -5 -4 10 -10 -3 13 14 15 16 17 18 26 20 21 -19 -21 -23 -20 28 -7 -28 29 -24
right_child=2 11 8 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 19 24 22 -22 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025641227895357062 -0.0033291733908322138 -0.0037674795610183379 0.0037495113608467718 0.0037733664336227521 -0.0037264194255304476 0.0015072953127763325 -0.0037379933849630126 -0.0034265224260137017 0.0016681695351550843 -0.0027513531379673231 -0.0019470600687903374 0.002863583699610634 -0.0036101681791395703 -0.0024140224702656043 -0.003177284279318281 -0.003082173921415098 -0.0034588754638656002 -0.0033826482176297678 -0.0038836845747471128 0.0034971139076192329 0.0037813460142755257 -0.0038287883151803723 0.0016303295806240937 0.00067088704017417573 0.00074181499550266461 -0.0021964010667083452 -0.0033495716844889447 0.00058375351340293194 0.0027911071003532666 -0.0014895798455259561
leaf_weight=0.58541107795462721 0.20065861358307335 0.46363431726058557 0.35799566135392602 0.060113880783319473 0.23894211408332111 0.23288523266090821 0.20053293299133734 0.45252445818186338 1.4874838249234019 0.20641224831342686 0.23183502815663803 0.060810370836406946 0.16257343161851245 0.3560239695216304 0.1940776609117173 0.20181376044638533 0.15557449765037823 0.44799775541469067 0.14996699243783984 0.8187938337796371 0.29872709760093119 0.17103604972362507 1.0546294648665933 1.5865148062293881 2.8452998046705158 0.27248688094550688 0.76984332894790009 0.24886671188869514 0.81852210639044676 0.56129419454373497
leaf_count=363 20 170 191 4 431 24 192 542 191 9 15 5 14 109 25 90 24 189 4 90 49 7 33 153 356 52 380 40 108 30
internal_value=0 -0.000325018 0.00085991 -0.000216194 -0.000104437 3.33242e-06 8.05091e-05 -0.00258224 0.00122798 0.000759226 0.00118069 -0.0029986 0.000147993 0.000202621 0.000288653 0.000351908 0.000418339 0.000477034 -0.000130468 0.000904891 9.45707e-06 -0.000501421 0.0015409 0.000233001 0.000510226 0.00094919 -0.00166375 -0.00238868 0.00130128 0.000546623
internal_weight=0 13.4089 2.48439 12.8845 12.299 11.7864 11.5475 0.512638 2.28373 1.92573 1.71932 0.524445 11.3469 11.1844 10.8283 10.6343 10.4324 10.2769 4.24686 6.03 2.50428 2.20555 3.52573 1.75755 2.99527 2.70693 1.2516 1.01871 2.43445 1.61592
internal_count=3910 3484 426 3309 2946 2400 1969 546 406 215 206 175 1777 1763 1654 1629 1539 1515 804 711 398 349 313 160 360 223 444 420 171 63
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=1 1446 52 484 39 47 50 48 4 128 3 3 43 42 160 12 15 43 49 31 46 42 15 151 1 3 15 0 131 13
split_gain=1.00164 0.657032 0.662516 0.614993 0.603488 0.673235 0.660038 0.700905 0.704779 0.549987 0.534938 0.817077 0.43295 0.478708 0.57678 0.496378 0.524948 0.602136 0.489573 0.420338 0.458694 0.449733 0.414957 0.599045 0.409283 0.524911 0.389566 0.43229 0.367064 0.346301
threshold=0.094385000000000011 0.091520000000000018 -0.27466499999999994 -0.065229999999999996 0.084835000000000008 0.09252500000000001 0.11515000000000002 0.12862000000000004 -0.17479499999999998 0.086435000000000012 -0.115685 -0.032959999999999996 -0.077544999999999989 0.083725000000000008 -1.0000000180025095e-35 0.094375000000000014 0.041585000000000004 -0.078644999999999979 -0.080034999999999981 0.090115000000000015 0.092020000000000005 -1.0000000180025095e-35 -0.008624999999999999 -0.0074049999999999993 0.13535500000000003 -0.10315499999999998 0.079360000000000014 0.10302000000000001 0.089915000000000009 -0.17606499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 -4 28 26 12 13 -12 -15 16 17 18 -16 20 21 -6 23 -13 25 -7 -5 -28 -10 -14
right_child=1 -3 4 10 19 24 -8 -9 9 -11 11 22 29 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015811727373578333 -0.00088006483639721023 -0.0015940503729756593 -0.0014250812535488552 0.0004129598244069422 -0.00012803518512310738 0.00043753325758402018 -0.0013693193076288195 -0.00092645594822677311 0.00097007892881025579 -0.0010698109226159218 -0.001566954175877664 8.1513593435304752e-05 0.0014569012335052748 -0.0015587913144839852 0.00091767506268846625 -0.0016031268757548747 0.001646727576638879 0.0017986740777609211 -0.0015779705740411689 -0.001223855290845419 -0.00082755607438004608 0.0015458836937099201 0.0002514498462239337 -0.0013374088046222996 0.00087754924148674232 -0.0010639406032248843 -0.0015882094725168344 0.0011821385626879161 -0.00045268381212619849 -0.0014861158444107545
leaf_weight=0.96072664251551287 1.2359737199731213 0.50037884968332846 0.37713697482831854 3.303341328632091 0.46858273237012449 0.76187574071809727 0.49063522584037844 0.76338966470211733 5.8367631419096115 0.37528972298605356 0.81342244497500749 1.670920563163236 0.10027708951384218 0.59392406715778712 0.27932130405679345 0.32091384613886464 0.61943922354839731 0.29339761531446107 0.58691965969046578 0.20887124596629281 0.28221868770197023 2.2043266280088583 3.7826280526351113 1.2539750105934215 0.48193802591413248 2.1218042930122456 0.51660494471434493 0.18388260062783957 0.47188091574935231 2.4048157748766208
leaf_count=407 170 36 16 115 20 17 57 23 328 28 292 60 2 222 12 32 13 5 105 8 10 279 133 102 18 114 72 4 71 1139
internal_value=0 0.000156948 0.000211434 -0.00037391 0.000302312 0.000139485 0.000376482 0.000485953 0.000638652 0.000755097 -0.000304556 -0.000460252 -0.000875627 -0.000523732 -0.000208734 0.000173093 0.000493491 -0.000122529 -0.000773244 0.000903432 0.00105379 0.00125243 -8.79212e-05 -0.000526814 -0.000446041 -0.000667247 0.000190079 -0.000860975 0.000863658 -0.00136831
internal_weight=0 16.5811 16.0807 17.6845 14.8447 11.6807 8.3151 7.82446 7.06107 6.68393 16.7238 12.72 6.01243 3.50734 2.69392 2.09999 1.77908 1.15964 0.866241 3.164 2.95513 2.67291 6.70752 2.9249 3.36562 2.88368 4.00383 0.700488 6.30864 2.50509
internal_count=3910 1195 1159 2715 989 672 523 466 443 427 2308 2117 1822 681 389 167 135 122 117 317 309 299 295 162 149 131 191 76 399 1141
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=156 15 158 1212 160 401 30 2 51 1338 123 48 403 123 148 1 149 12 42 49 9 12 13 52 132 133 1 52 15 475
split_gain=0.214342 0.21457 0.190266 0.196193 0.196648 0.179316 0.178453 0.187798 0.20413 0.199953 0.20175 0.197439 0.208823 0.212425 0.190053 0.211844 0.23144 0.223154 0.25164 0.213093 0.209126 0.188286 0.216824 0.323458 0.276285 0.250138 0.194396 0.187904 0.185944 0.175102
threshold=-1.0000000180025095e-35 -0.47308999999999996 0.11015500000000002 -1.0000000180025095e-35 -0.40446999999999994 0.082755000000000009 0.085915000000000019 0.091985000000000011 -0.26158999999999993 0.086895000000000014 1.0000000180025095e-35 0.10174000000000001 -1.0000000180025095e-35 0.085110000000000005 -0.083929999999999991 0.095155000000000017 0.11108000000000001 0.085325000000000012 0.091230000000000019 -0.085174999999999987 0.081505000000000008 0.099170000000000022 -0.091229999999999992 0.11588000000000002 0.081240000000000021 0.040200000000000007 0.12485500000000001 -0.092854999999999979 -0.095799999999999982 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 10 21 12 29 14 -14 17 -17 19 -19 -16 27 22 23 -10 25 -24 -23 -21 -29 -6
right_child=1 2 -4 4 6 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18 18 -20 20 -22 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0031069493457305023 0.0031117484739572382 -0.0031046329479745304 -0.002710113099436055 -0.0027937798078907683 0.0030485205197803276 0.0025887794689935994 0.0031104236537433504 -0.0031115382946996072 0.0021321351670966914 -0.0032087844541570107 0.0018135963875533291 -0.0024954434517023786 -0.0032548205556572787 -0.0025959999755709095 -0.0031363813515487924 0.0012862143472681955 -0.0020463544883667214 -0.0028346203291864649 0.001413059856136217 -0.0024762712877503461 -0.0031105242236008687 -0.0014917623257100761 6.1015010048568556e-05 -0.0019842508035578716 0.0022556993573919692 -0.0029852076633970059 0.0028285798271828373 -0.0010011524559922302 0.0014955094252110891 -0.0026884863449260299
leaf_weight=0.22510190098546523 0.2001515286101484 0.20008740709453654 0.26432841374480709 0.39840306410041293 0.056846046994905919 0.069466786488192156 0.17890751161030571 0.16079039606847789 1.2394337331061249 0.14314424712210883 0.94421849198988628 0.39696372031175986 0.15853389291440922 0.30009535385761399 0.17522823277977329 1.8810904900310563 0.22274985373951484 0.56100250646704797 0.17483486577111762 0.1639219376666009 0.14923347253352393 0.84361986819567381 3.1056397413485692 0.21393007849110279 0.50682278898602806 0.28093166623148125 0.11285256315022707 0.35838502341357559 1.3942037094530233 0.4816963444463801
leaf_count=197 119 282 159 236 5 15 57 95 123 10 170 72 42 25 34 196 8 320 57 89 31 173 330 30 89 117 31 38 180 580
internal_value=0 -6.82016e-05 -0.000110248 -6.40423e-05 -2.25794e-05 -0.00199461 4.23729e-05 3.23911e-06 0.000334479 0.000409451 0.000480915 -0.000383078 -0.000245112 -6.64362e-05 7.84547e-05 0.000182464 0.00093337 -0.000348233 -0.00182537 0.000136795 0.000414445 0.00028128 0.000507268 0.00152622 0.000126905 -0.000191683 -0.000982012 0.000688925 0.00098497 -0.00208291
internal_weight=0 15.3375 15.1374 14.873 14.6729 0.46787 14.2051 14.0262 7.55138 7.39059 7.24745 6.47479 6.07782 5.53928 5.23918 5.08065 2.10384 2.97681 0.735837 2.24097 2.06574 6.30323 5.34676 1.45336 3.89339 3.38657 0.956472 1.91651 1.75259 0.538542
internal_count=3910 3713 3594 3435 3153 251 2902 2845 1168 1073 1063 1677 1605 1020 995 953 204 749 377 372 338 893 689 153 536 447 204 307 218 585
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 48 42 2 48 0 4 51 45 52 16 3 160 48 51 2 4 133 2 0 52 9 0 3 46 106
split_gain=1.48532 1.052 0.997413 0.914105 0.766165 0.843981 0.68643 0.673853 0.758506 0.713203 0.619634 0.602531 0.599436 0.582151 0.545437 0.508134 0.589103 0.497979 0.491115 0.474062 0.744551 0.570529 0.497297 0.567571 0.462607 0.443331 0.539233 0.422013 0.406983 0.410161
threshold=0.085835000000000009 -0.060094999999999989 0.005105000000000001 0.16699000000000003 0.070590000000000014 -0.033554999999999995 0.092635000000000009 0.089910000000000004 0.12675000000000003 0.024745000000000003 -0.49837999999999999 -0.40274499999999996 -0.080134999999999984 0.084240000000000023 0.67964000000000013 0.082730000000000012 0.088785000000000017 -0.09386499999999999 0.13118000000000002 0.084065000000000015 -0.0031049999999999997 -0.0056849999999999991 0.10393500000000001 -0.13506999999999997 0.10433000000000002 -0.016839999999999997 -0.10575999999999998 -0.084129999999999996 0.092020000000000005 0.092305000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 17 10 9 15 12 24 -4 -7 19 -6 -9 -17 -2 -10 27 -21 -22 23 -23 -3 -14 -27 -1 29 -13
right_child=2 6 11 -5 14 7 -8 8 18 -11 -12 28 25 -15 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0007873454864043086 -0.000286539413020706 -0.0013769716338497531 -0.0013727140142605625 0.00089204211087870206 -0.0010491805167982464 0.0013781276455044863 -0.0010333736593448643 0.00090101974049044346 -0.0014323260264272185 0.0013590041223473434 0.0004517771686707526 0.00094050099159940267 0.0014678444337392609 -0.001341844335259254 0.00093575092995610751 -0.00040215893248768072 0.00083472914309036842 0.00120101025569546 0.0002049075974013106 -0.0013365616562465497 -0.0013390844234844694 -0.0013574010773431666 -0.0011997773174071552 0.00062020243189370161 0.00040562805627194484 -0.00026188778755322948 -0.0011576471378184712 0.00070167521862895329 -0.00068717164632729126 -0.00036880249126758927
leaf_weight=0.53682872728677467 0.54848462948575605 0.6585047321859745 0.25662460643798102 1.6081532861571748 2.1933946517528962 0.25046605709940539 0.95286016934551288 1.9403847408248109 0.77131848921999313 0.33970107603818167 3.6918831287184721 4.1140282958513117 0.15709761064499961 2.1167871202342212 0.27155265491455782 1.9201725167222323 1.0340550085529683 1.3839215599000514 0.54629257973283529 2.1029167608940016 0.72979144041892174 0.30159338633529875 0.48240008432185266 1.582232956308874 0.41377358604222536 1.999838281190027 2.8371697720722198 0.87168107088655034 0.34166112728416909 0.46480556507594872
leaf_count=86 19 49 10 150 270 8 90 93 34 17 102 331 3 870 13 51 18 69 16 584 125 23 75 137 11 58 519 48 11 20
internal_value=0 -0.000450229 9.04634e-05 -5.79712e-05 -0.000152314 -3.05474e-05 -9.73518e-06 -0.000163127 0.000136252 -0.00049617 0.000194999 0.00060087 -0.000616334 -0.000738886 -0.000830509 0.000375774 3.07835e-05 0.000778792 -0.000753515 -0.00054572 -0.000729915 -0.000317861 -2.89539e-06 0.000303596 -0.000689097 -0.00071636 -0.0007873 0.000134161 0.0007038 0.000807591
internal_weight=0 14.4413 22.9791 17.802 16.1938 13.7289 5.71702 11.7965 6.21222 5.58427 4.76416 5.17712 5.24457 8.72423 2.46495 4.89461 2.95423 1.93241 1.31761 6.60744 5.19893 3.09602 2.36623 1.88383 1.07228 4.99411 4.83701 1.40851 4.92049 4.57883
internal_count=3910 2200 1710 1338 1188 905 252 817 212 605 162 372 588 1948 283 162 69 88 50 1078 944 360 235 160 60 580 577 134 362 351
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=484 150 160 15 2 403 14 13 52 43 15 403 132 38 124 155 129 454 150 13 13 13 457 16 160 52 4 52 0 0
split_gain=0.201227 0.308889 0.211092 0.214416 0.195404 0.216759 0.192215 0.184049 0.278658 0.235486 0.284493 0.177624 0.195313 0.205682 0.288305 0.231052 0.22909 0.224957 0.189635 0.192461 0.21983 0.208322 0.197578 0.340643 0.345094 0.204904 0.214494 0.231707 0.283368 0.215712
threshold=-0.0043499999999999988 0.10117000000000001 -0.40446999999999994 -0.46970499999999993 0.15305000000000002 0.090530000000000013 0.077685000000000018 -0.090744999999999978 0.11588000000000002 0.25671000000000005 -0.19153499999999998 -0.088854999999999976 0.080815000000000012 0.083695000000000006 -0.086804999999999979 0.08024000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.15024000000000001 -0.084184999999999996 -0.083514999999999992 -0.062819999999999987 0.082870000000000013 -0.094359999999999986 0.086110000000000006 0.10701500000000001 -0.37626499999999991 0.091715000000000005 -0.070894999999999986 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 9 10 -5 -9 13 14 -13 16 17 -16 19 -19 -21 -22 25 24 -24 26 -23 28 29 -28
right_child=2 -3 3 4 -6 -7 -8 11 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026996474013896341 -0.0025499784134792925 0.0025168644227621592 0.0039064220183758352 -0.0014803457167913315 0.0026063899610534323 -0.0031517532086732928 -0.0024812866970157304 -0.0035655239126825325 -0.0024092889706049344 -0.0020731498379901432 0.0022733000703830468 0.0038673096748332051 0.0018756485105444521 -0.0039051114567421612 -0.0034778249432968365 -0.0039204687627439 -0.0038995931301483646 -0.0024080336534259999 -0.0042579088517477152 0.0035362260449925708 -0.0019976785161099023 -0.0028157153682936958 0.0022696765867305795 0.0036080852305018988 -0.0040925584557888568 0.0022051256008216837 -3.2552269297030065e-05 -0.0044799126788894967 0.0021216832304591067 -0.00387649980177069
leaf_weight=0.90820494666695661 0.47575098306697228 0.21012290904764086 0.21635265779332158 0.3554042335017592 0.42388257398852225 0.33400190105021543 0.44823733033263202 0.22583251896138357 0.33428378772805434 0.27281484653940413 2.0798819508490793 0.26006809694807476 0.7046285159740372 0.22523657378042194 0.27503567072561264 0.25390092961606558 0.2384853351759374 0.40357097086961413 0.14719141178647976 0.31025110448535098 0.59088353696278328 0.44461822160518583 0.2886321300175041 0.6854614725889403 0.23052511271089315 0.57139290668419551 2.0477815585036199 0.16156702421721991 0.9009710671672061 0.24580848586629134
leaf_count=594 303 18 125 37 112 264 78 413 30 27 240 57 126 33 43 182 125 182 8 23 257 46 38 56 12 40 145 39 81 176
internal_value=0 -0.00171952 -1.10894e-05 7.72272e-05 1.56792e-05 -6.85581e-05 1.25122e-05 0.000103731 0.000930554 0.00134282 0.0017255 -0.000169343 -8.39916e-05 -0.000250729 -0.000148559 -0.000282523 -0.000160055 -3.79491e-05 9.66554e-05 0.000189798 0.000351642 0.000191447 0.000423396 0.00181374 -0.000555392 4.03252e-05 -0.000285124 5.0127e-05 0.000279237 -0.000444516
internal_weight=0 1.11833 14.1525 13.6767 13.4603 13.0365 12.7025 12.2542 3.04238 2.7081 2.43529 9.21184 8.98601 8.28138 8.05615 7.79608 7.54218 7.30369 7.02866 6.88146 6.47789 6.16764 5.57676 1.20462 0.519157 4.37214 3.80075 3.35613 3.19456 2.29359
internal_count=3910 612 3298 2995 2870 2758 2494 2416 334 304 277 2082 1669 1543 1510 1453 1271 1146 1103 1095 913 890 633 106 50 527 487 441 402 321
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=156 1 0 1426 4 482 133 1374 1446 151 2 4 46 14 48 484 43 42 42 43 4 13 4 43 133 13 13 457 159 159
split_gain=0.189191 0.193925 0.275059 0.181185 0.286783 0.191761 0.173225 0.174808 0.174269 0.178312 0.216415 0.24518 0.291495 0.263055 0.250924 0.205511 0.171376 0.17026 0.188925 0.228249 0.167297 0.17974 0.194135 0.251172 0.16907 0.170787 0.162707 0.161598 0.156463 0.154507
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 -1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 -0.26719999999999994 0.090240000000000015 0.11596000000000002 -0.52174999999999983 0.097940000000000013 -0.16401499999999997 0.092020000000000005 -0.074139999999999984 0.12862000000000004 -0.0043499999999999988 0.24789500000000006 -0.089024999999999979 0.091955000000000023 -0.24333999999999997 -0.52333999999999992 -0.5337599999999999 -0.084009999999999987 0.093240000000000017 0.0035300000000000006 -0.010384999999999998 -0.51172499999999987 0.53894500000000012 0.091215000000000018 0.096890000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 6 -5 8 9 -8 15 13 14 -12 -13 -11 17 -4 20 -20 -19 -22 -23 24 -24 -26 -2 -17 -28 -30
right_child=1 3 16 4 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 27 -18 18 19 -21 21 22 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.0030840449163005625 0.0012763627838582746 -0.0032891159695511169 -0.002406961058107746 -0.0031108992010557622 0.0025677671086274749 -0.0027860736166565631 -0.0027754582330489679 -0.0019399359997905128 -0.0031287356709385045 -0.0023033298245359901 0.0027595604373712172 0.0022618568259081271 -0.002580200413244426 -0.0022314542885016543 -0.00031703193253255471 0.00032082057313853965 -0.0031862815273198276 -0.0031508784503522513 0.00085300462131672678 -0.0031264275548117076 -0.0031878994721341162 0.001827851080997334 0.0018345864664620578 -0.0034670890213787647 -0.0031050066190869119 0.0022246489579861185 -0.0024785430871133449 -0.0031159991021137241 0.0021299543832987945 -0.0030870036785698124
leaf_weight=0.19780578400241289 0.15984639059752037 0.13921729775029135 0.23745278358546862 0.14772866529528705 0.47350821716827418 0.20946822497353501 0.16495103493797891 0.33303780120331872 0.1352499476925012 0.32310177726321221 0.13736767927184701 1.8828842825023464 0.1544856980908661 0.36125798386638086 0.43836381251458068 4.6735191679035823 0.15798539092065755 0.10266663314541924 0.24839774763677269 0.29977569574111829 0.098898060619832751 1.2417451434957929 0.4624788145301838 0.16531716348254122 0.16636219435895505 0.085936035611664963 1.1143624232936415 0.13259641453623761 0.15112610896176182 0.08282410298124887
leaf_count=197 5 51 195 66 208 74 26 39 28 116 7 286 12 86 41 747 73 9 17 249 3 102 120 10 128 44 878 13 19 61
internal_value=0 -6.12664e-05 -0.000567761 0.000187901 0.000238495 0.000117214 0.000185664 0.000241405 0.000327851 0.000384391 0.00044871 0.00110753 0.00150308 -0.000856467 0.00177484 6.66731e-05 -6.71562e-05 9.13422e-05 0.000297929 -0.0013232 0.00068041 0.000857534 0.00104609 -5.69145e-05 0.000731807 -0.00128966 -0.00165219 0.000226002 -0.00199937 0.000283023
internal_weight=0 14.4819 4.77517 9.70674 9.56752 9.09401 8.88454 8.73682 8.40378 8.26853 8.10358 2.97436 2.47573 0.498626 2.32125 5.12922 3.26702 3.10903 2.87158 0.548173 2.3234 2.22074 2.12184 0.880094 0.714777 0.252298 1.50816 4.80612 1.34831 0.23395
internal_count=3910 3713 1913 1800 1749 1541 1467 1401 1362 1334 1308 432 339 93 327 876 950 877 682 266 416 407 404 302 292 172 963 760 958 80
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 16 457 43 3 158 160 0 13 1 4 0 43 13 16 0 4 48 147 52 2 474 52 50 15 15
split_gain=1.0464 0.863631 0.822779 0.639785 0.545443 0.516793 0.413974 0.479758 0.582332 0.704072 0.554603 0.40715 0.469652 0.451967 0.397388 0.656421 0.562019 0.387153 0.492991 0.436875 0.401103 0.384353 0.54473 0.381267 0.38186 0.412867 0.463911 0.355152 0.347895 0.383547
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.013944999999999997 0.10666500000000002 0.10994000000000002 0.084715000000000013 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11991499999999998 0.11596500000000001 0.083370000000000014 -0.076854999999999993 -0.10575999999999998 -0.092484999999999984 0.10741000000000002 0.0015250000000000001 -0.068039999999999975 -0.0077799999999999996 -0.09386499999999999 0.088035000000000016 0.18936500000000003 0.097940000000000013 0.084655000000000022 0.071660000000000015 0.11901000000000002 -0.11219499999999999 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 21 7 8 14 10 -10 13 -13 -9 16 -16 -3 19 -19 20 -1 -5 23 24 25 26 -23 -4 -26 -30
right_child=2 4 27 5 -6 -7 -8 11 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00081053066550313454 -0.0013804596815981068 -0.0006060711987175805 0.00078764092186387217 -0.0015264785197170851 0.00035603392984334648 -0.00088660050728028579 0.00028560179012603509 -0.0014655871981535283 -0.0014621748862603718 -0.0015029685326327087 0.0011771249134376281 -0.0013280593174289739 0.00087164381528962971 0.00073181550418562687 2.2670169124839023e-06 -0.0014665404516655976 0.0012797291875944587 -0.00095175509391725698 0.00068920783619588082 0.00145005123535252 -0.0010940176802446695 -0.00058227939065845827 0.0014969815507073134 -0.0011748663042816685 -0.00048096771324441774 0.00084191869454508094 0.0009331739433981771 -0.00077966514492026071 0.0014354652137876852 0.00018974365315752389
leaf_weight=0.71212152019143105 0.44748417194932688 1.3154727670480495 4.1325734978308892 0.34440475143492122 1.3998787947930385 1.7702253388706601 1.0190177679178294 0.31375836860388195 0.19431782234460104 0.35227478726301331 1.1383393882424542 3.7809966914937876 0.21379434363916505 0.51617210439871997 0.92746705655008543 2.00695386127336 0.43956768827047188 0.69458666618447729 0.84725963929668069 1.2778010567417379 0.34088646678719692 3.4911539958557101 0.49642171221785236 0.59389155393000681 0.63274728087708387 0.64997942349873472 0.47889086441136886 0.32513031130656589 0.92445447761565502 1.1641474086791272
leaf_count=42 20 227 388 14 31 135 103 44 76 48 63 1414 6 26 50 610 34 35 26 72 26 149 27 41 33 21 17 18 71 43
internal_value=0 -0.000236908 0.000485967 9.36634e-06 -0.000497667 -0.000174937 -0.000595479 -0.000675649 -0.000415653 0.000312406 0.000792283 -0.00101915 -0.00121033 -9.89209e-05 -0.000677246 -0.0010023 -0.000133753 0.000511277 -5.00299e-05 0.000882585 0.000193978 -3.13879e-05 2.96813e-05 -6.21115e-05 2.79065e-05 -0.000224828 -0.000399476 0.000673327 0.000456972 0.000741123
internal_weight=0 28.037 4.90519 14.419 13.618 10.5463 12.2181 11.1991 6.37439 1.68493 1.33266 4.82472 3.99479 0.82993 4.68946 2.93442 1.75504 3.87266 1.54185 2.33081 1.05301 8.77609 8.43169 7.93527 7.34137 4.62002 3.97004 4.4577 2.72135 2.0886
internal_count=3910 3484 426 752 2732 551 2701 2598 1108 187 139 1490 1420 70 921 660 261 201 61 140 68 416 402 375 334 187 166 406 147 114
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=421 14 124 38 3 1365 1 1374 1455 42 1429 3 39 16 132 151 4 43 484 151 11 15 13 157 16 1374 0 48 49 47
split_gain=0.1844 0.241739 0.199524 0.324222 0.25843 0.215941 0.202716 0.191989 0.199706 0.197262 0.214073 0.207497 0.255945 0.218021 0.254779 0.196648 0.197385 0.22167 0.215365 0.226183 0.199948 0.19594 0.411427 0.178478 0.167319 0.194461 0.243429 0.18857 0.177931 0.15999
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.061329999999999989 0.098160000000000011 0.30601500000000009 1.0000000180025095e-35 0.099595000000000017 0.086000000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10628499999999998 0.16168500000000002 -0.25582999999999995 0.080815000000000012 -0.52174999999999983 0.17888000000000001 0.24789500000000006 -0.0043499999999999988 0.015440000000000001 0.080455000000000013 0.084565000000000015 0.14810000000000004 -0.080619999999999983 -0.19424999999999998 -0.094679999999999986 -0.23029999999999998 0.095825000000000007 -0.088329999999999978 0.10933000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 -4 11 -11 13 23 -10 -15 -12 17 18 19 -17 21 24 -23 -13 -20 27 -27 -26 -28 -18
right_child=1 -3 4 -5 -6 -7 -8 -9 9 10 15 12 -14 14 -16 16 29 -19 20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0029572040837150151 0.00054148799178080982 -0.002161634054519372 -0.0029114651874503237 -0.0027181397193654778 0.0021850149026687448 -0.0029345058196371147 0.0029151829094621268 -0.0023642345468652664 0.0030979667257285668 -0.0023233215242909923 -0.0029477955614100443 0.0020055655375705371 0.0021503733753082135 -0.0024454031022945587 0.0025133238307427129 -0.0026546791921189723 0.0013503733617761132 -0.0029723374562977117 -0.0013315912167743496 0.0022649867385974667 -0.0029250573903062006 -0.0025670402999262952 0.0016064713163558356 -0.0028103930915210277 -0.0027652074610259036 0.0027684505829360618 -0.0017125993832966327 0.00072123004046269028 0.0007652167477620311 -0.00062147502037599898
leaf_weight=0.16367105845711094 0.76601002304232213 0.47268123690446451 0.21209265162177615 0.17573215994343616 0.37514749253750856 0.24557736511633343 0.49494361752294935 0.33149413696082852 0.168850576155819 0.30191583513804587 0.16819592393584315 0.070106779341585934 0.11692508310079575 0.26551333012321265 0.12849882035516202 0.4189562268074799 1.7589192969608123 0.20763646725390561 0.38705747964558046 0.095992019036202691 0.16585534650948819 0.52675212697795348 0.31570734243723564 0.77763951539963538 0.26064969878641964 0.48674549732821848 0.25950014626140783 0.25795080699026585 3.6318361549202658 0.42743837053421874
leaf_count=25 73 124 186 36 128 67 190 76 16 168 45 31 3 84 16 362 226 51 19 11 56 484 36 782 36 18 47 6 480 28
internal_value=0 -0.000128801 -5.91702e-05 0.000960524 -0.000177668 -0.000251606 0.0014732 -0.000195496 -0.000132491 -7.986e-05 7.26233e-05 -0.00104526 -0.00185912 0.00034958 -0.000828218 0.000149831 0.000206456 -2.99307e-05 5.98226e-05 -0.0017376 0.000206925 0.000291718 -0.00100304 -0.00241212 0.000498159 0.000642791 0.000841065 -0.00103106 0.00059998 0.000964872
internal_weight=0 14.2723 13.7996 1.43669 12.363 11.9878 1.26095 11.7422 11.4107 11.1986 9.67111 1.52753 0.964671 0.562863 0.394012 9.36919 9.201 7.01464 6.807 0.514948 6.29205 6.1262 0.842459 0.847746 5.28374 4.89668 4.37808 0.518601 3.89134 2.18636
internal_count=3910 3885 3761 299 3462 3334 263 3267 3191 3005 2073 932 816 116 100 1905 1860 1606 1555 373 1182 1126 520 813 606 587 545 42 527 254
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=1 0 3 52 1446 47 12 15 48 4 43 4 12 4 124 106 48 16 43 50 149 1 39 0 15 43 131 128 13 2
split_gain=1.8907 0.972991 1.28205 0.891731 0.721444 0.69582 0.642131 0.641538 0.766779 0.631506 0.810899 0.622873 0.709314 0.621774 0.616814 0.608164 0.577041 0.515121 0.500391 0.475445 0.489127 0.433453 0.397761 0.355337 0.59963 0.501084 0.334842 0.325471 0.32281 0.308444
threshold=0.094385000000000011 -0.070894999999999986 0.086245000000000016 -0.27466499999999994 0.091520000000000018 0.086785000000000015 0.098845000000000016 0.05377500000000001 0.12862000000000004 -0.49837999999999999 -0.46376499999999993 0.39574000000000004 0.085775000000000004 0.22584000000000001 0.11158000000000001 0.092305000000000012 0.086065000000000016 0.31524000000000002 -0.075819999999999985 0.11843500000000001 0.11234000000000001 0.13501500000000002 0.088850000000000026 -0.06402999999999999 -0.10071499999999999 -0.049504999999999987 0.10350000000000001 0.086435000000000012 -0.092894999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 5 7 9 8 15 10 -3 12 29 22 -8 19 -4 18 -11 20 27 23 28 24 25 -7 -2 -5 -9 -1
right_child=3 6 16 4 -6 21 14 13 -10 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012507612168345546 -0.0009803187607855951 0.00070265965911351378 0.00052571461122878345 0.00093434120808305642 -0.0012220998347666526 0.00068458542385173228 -0.001111711847555448 0.0004418200839207743 -0.00070659789656608754 0.0009688386653690567 -0.0012566768958487541 0.00126220298589276 -0.0011817688054729966 0.00087795377143471006 0.0013709243451196756 -0.00073475871874144924 -0.00049835303396626089 -0.00079162682301919796 0.00012279707437333083 -0.00046752124442526983 -0.00049861563490579438 0.00068067525067535043 0.00085008532138369504 0.00053818076954778777 -0.0011881312659267572 -0.00041611564241783578 0.00051326066308290854 -0.00025550116124446146 -0.0011271574426926978 -0.00042940523921238151
leaf_weight=0.77961999038234342 1.3039010231150339 0.48077406920492649 1.9391726877074682 7.2641424348112196 0.49251375650055607 0.86011554859578687 1.1366404123255049 0.23781121429055918 0.64362372923642475 1.8927267172839486 0.89560948277357944 0.21891772001981813 4.411189483536873 0.61316443933174003 0.17044339329004277 0.43489371170289892 1.4056508396752176 0.50816582585684944 2.2857379063498224 0.45631338749080974 0.40210297936573614 0.93164240848273028 0.24538880214095105 0.75514929718337853 0.99969642644282464 2.128205237910151 0.26800078316591669 0.35723545402288426 1.0594535720301785 5.1519347111461684
leaf_count=62 160 8 57 537 35 20 175 8 13 58 81 7 1426 13 2 20 36 60 94 23 8 33 17 30 66 62 11 19 120 649
internal_value=0 -0.000371799 -0.000561258 0.000153137 0.00023039 0.00027153 -1.43108e-05 0.000440971 0.000576227 0.000152479 -0.000572276 -0.000769204 -0.000812201 -0.000158719 -0.000787977 0.000668845 9.53536e-05 0.000365327 0.00050603 0.00074083 0.000809551 -7.82361e-05 -0.00057077 -0.0002273 -0.000372247 -9.93056e-05 -0.000725672 0.00087857 -0.000839537 -0.000537361
internal_weight=0 21.2766 13.9065 19.4534 17.8815 17.3889 7.3701 11.7141 9.55831 6.06301 1.37638 10.5617 10.3427 2.15582 1.30708 8.91469 3.34482 4.68663 4.17846 8.47979 8.02348 5.67481 1.54265 4.74317 3.98802 2.98832 1.5719 7.62138 1.29726 5.93155
internal_count=3910 2715 2237 1195 1024 989 478 778 620 301 89 2144 2137 158 177 607 93 212 152 587 564 211 145 178 148 82 171 556 128 711
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=1213 156 45 14 30 1338 4 1348 484 11 150 3 43 484 15 403 133 160 1373 456 38 3 156 124 34 49 13 130 0 1
split_gain=0.178874 0.185132 0.163945 0.28546 0.177211 0.16362 0.203032 0.200101 0.267782 0.195788 0.184784 0.182372 0.307034 0.204725 0.236968 0.183456 0.182412 0.171353 0.165364 0.188665 0.171701 0.208122 0.243111 0.200969 0.185373 0.212914 0.191228 0.196434 0.248813 0.185735
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.085915000000000019 1.0000000180025095e-35 0.51224500000000017 0.089175000000000018 -0.0043499999999999988 0.088315000000000018 0.094545000000000018 -0.12008499999999998 0.083940000000000015 0.097080000000000014 -0.26361999999999991 -0.082404999999999992 -0.26719999999999994 -0.51385999999999987 0.092315000000000022 -0.030409999999999996 0.10657000000000001 0.30601500000000009 0.091280000000000014 -0.086804999999999979 -1.0000000180025095e-35 -0.10837499999999999 -0.5337599999999999 -1.0000000180025095e-35 -0.12329499999999999 0.11649500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 -4 12 -10 14 -13 -16 -17 -18 19 -19 21 22 23 -21 -25 29 -27 28 -28 -26
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 15 16 17 18 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0019694206503992561 -0.0031622957300843279 0.0032251483271943703 -0.0026361114835196393 -0.002603031447467262 0.0031638305665037452 -0.0032452518388942598 0.0031829539908421293 0.0028573153704462687 0.0020506603953292595 -0.0017387593281991255 0.0014908247619705483 0.002831917701742234 -0.00060172640930412447 -0.0024047507962512145 -0.0031561788326483001 -0.0031710626148213979 -0.0031965193254054648 -0.0026279710425192141 -0.002886593284733994 0.0028386557228783698 -0.0021461708631847062 0.0031713412240204002 -0.0029235955457020328 -0.0022435158340345443 -0.0027986864209920983 -0.0032592011437386544 0.0026265798030008776 0.00086189443148993925 -0.0031261929627090282 0.00072995703268754835
leaf_weight=0.48959223311248834 0.18480898176494243 0.15542497986461512 0.60292309099894303 0.41321396417333822 0.17926007002824995 0.1510892985970721 0.20182894397294227 0.23818831992684941 1.1555476387147692 0.56850457270047705 0.13088792451890185 0.2965912733052275 0.69144557206891466 0.3455765189064558 0.18221858640752309 0.17188004928900991 0.15265379042829064 0.22081474933654632 0.17143649121862825 0.3242606926068915 0.26861799415200938 0.26210925629129622 0.22259972074243695 0.27234946249516223 0.36043854171292533 0.12387168966232476 0.10347911698045209 4.9825362661215049 0.26630962600754671 0.25070061231963336
leaf_count=592 196 15 463 104 97 23 122 40 118 91 19 73 27 135 393 162 101 39 25 52 27 70 120 37 41 4 14 596 97 17
internal_value=0 -3.2589e-05 1.0361e-05 -2.71753e-05 5.53468e-05 1.15357e-05 5.06887e-05 -4.34134e-07 -5.65602e-05 6.21641e-05 -0.0019 0.000156741 0.00105771 -2.86005e-05 6.65176e-05 -3.18709e-05 3.79479e-05 0.000107047 0.000171458 0.000239916 0.000325065 0.000417665 0.00031316 0.000420956 0.000297685 0.000411379 0.000608079 0.000697581 -0.00151638 -0.00135117
internal_weight=0 13.6516 13.4668 13.3113 12.8981 12.7189 12.5678 12.3659 12.1278 11.3939 0.733811 10.8254 1.84699 8.97844 8.63287 8.33628 8.15406 7.98218 7.82952 7.65809 7.43727 7.16865 6.90655 6.68395 6.35969 6.08734 5.4762 5.35233 0.369789 0.611139
internal_count=3910 3318 3122 3107 3003 2906 2883 2761 2721 2239 482 2148 145 2003 1868 1795 1402 1240 1139 1114 1075 1048 978 858 806 769 711 707 111 58
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=1455 1212 151 4 11 403 480 48 12 2 50 15 128 51 3 47 3 43 42 15 457 133 1 2 13 376 16 3 9 49
split_gain=0.16596 0.168317 0.162273 0.202186 0.218355 0.166937 0.160649 0.147638 0.186406 0.147752 0.180215 0.251713 0.141136 0.139973 0.139554 0.237654 0.221697 0.225964 0.265896 0.211347 0.276843 0.210742 0.193931 0.21817 0.264483 0.160013 0.24538 0.222033 0.195803 0.191944
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.080455000000000013 -0.092224999999999988 0.08456000000000001 -0.064549999999999982 -0.071274999999999991 -0.13811499999999996 0.11901000000000002 -0.14487999999999998 0.11637500000000002 -0.07174999999999998 -0.10628499999999998 0.085165000000000018 -0.078669999999999976 -0.057994999999999998 -0.094739999999999977 0.082225000000000006 0.082335000000000005 -1.0000000180025095e-35 0.079945000000000016 0.106285 -0.060719999999999989 0.08573500000000002 0.27608500000000008 0.086245000000000016 -0.016839999999999997 -0.091004999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -5 -9 -10 11 13 14 -11 15 22 19 18 -18 20 -16 -21 23 24 -7 26 27 28 -19 -29
right_child=1 2 3 7 -6 6 -8 8 9 10 -12 -13 -14 -15 16 -17 17 25 -20 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0031042422620563294 -0.0033740438600749867 -0.0028369753352092361 -0.003367939472517277 0.0033966828789753997 -0.0026346871937415798 0.001156861367911389 -0.0033782433218347407 0.0031474644878625247 -0.0013914979176390683 -0.0011285432227737128 -0.0026337046500834104 -0.001485459955658621 -0.0035311108223735591 0.0028909354546812279 -0.0034099206429580777 0.0031814117349927428 -0.001598008803934481 0.0036540962694668619 0.0016597251416090564 -0.0033657185349302223 0.00049029690964089037 0.0020544610137934712 0.0024662990607105806 0.0017877278838282231 -0.0027194927144410957 0.0022034545214373448 -0.003430891747265579 -0.0023421689212912758 -0.0020470337159182433 0.0005089551101768343
leaf_weight=0.20474815033958194 0.17043479505809678 0.22585290089773025 0.16957689842091994 0.2503229396825194 0.38598404616641424 0.31646194795030147 0.15710975891852363 0.28854655358009051 0.46317591809201997 0.11478766723303102 0.14745800616219629 0.26637794467387588 0.12302965582785041 0.6650020981032867 0.66361794225667015 0.40598855924326915 0.34209378239756927 0.073689125478255124 1.641114324156653 0.10936821719224099 0.29795956701855175 0.31304230535897659 0.36104719364084292 0.37855512456735596 0.53525262395850515 0.27999206050299097 0.28539165758411389 0.29509998310823027 0.89202364817906243 2.7814923798141535
leaf_count=189 282 65 425 66 165 24 201 174 33 14 12 43 49 106 474 19 36 1 339 303 67 89 51 15 57 23 84 35 266 203
internal_value=0 -5.49262e-05 -1.21659e-05 3.68969e-05 -0.000152022 -6.00746e-05 -5.3614e-06 0.000966825 0.000654157 0.000219925 0.000845224 0.00133558 4.713e-05 0.00229925 9.12758e-05 0.000885847 -0.000107724 0.000149096 0.00109778 -0.00133077 -0.00220138 0.000651098 0.000300186 -0.000335503 -0.0012792 -0.00025923 -0.00041856 -0.000205886 -0.00161201 0.000235482
internal_weight=0 13.3998 13.2294 13.0036 10.8079 10.4219 10.2523 2.19567 1.94535 1.6568 1.19363 1.04617 10.0952 0.77979 9.97219 1.99731 7.97488 6.5909 1.98321 1.38399 0.961578 0.422411 1.59132 1.23027 0.851715 4.60769 4.3277 4.04231 0.965713 3.07659
internal_count=3910 3721 3439 3374 2926 2761 2336 448 382 208 175 163 2135 120 2086 166 1920 987 375 933 541 392 147 96 81 612 589 505 267 238
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=45 14 30 13 52 40 132 0 34 457 1 3 3 453 150 4 14 39 42 43 160 133 39 133 156 484 52 11 1 2
split_gain=0.155001 0.236398 0.160505 0.152537 0.277917 0.222319 0.163819 0.200511 0.190094 0.16672 0.206511 0.180958 0.428572 0.173157 0.209752 0.179446 0.194112 0.163861 0.224646 0.211655 0.222348 0.248399 0.228964 0.227838 0.193294 0.170564 0.165131 0.156752 0.194718 0.339164
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.091229999999999992 0.11588000000000002 -0.083709999999999993 0.079995000000000011 -0.017269999999999997 -0.082169999999999979 0.082870000000000013 0.11215000000000001 0.090325000000000003 -0.08348499999999999 1.0000000180025095e-35 -0.047069999999999994 0.27223000000000003 -0.46879999999999994 0.16168500000000002 -0.10770999999999999 -0.26007999999999992 -0.082234999999999989 -1.0000000180025095e-35 0.005105000000000001 0.084285000000000013 0.091280000000000014 -1.0000000180025095e-35 0.14114500000000005 0.087830000000000005 0.076710000000000014 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 -7 13 11 12 -11 14 -10 17 -17 18 -16 -20 -21 -22 23 24 25 -23 -27 28 29 -2
right_child=1 -3 -4 5 -6 6 7 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029934822192543525 -0.0021137255082450453 -0.0023541150910426118 0.0029451127602595989 0.0018115958255227852 -0.0018096457543902707 -0.0030158153157366753 -0.00028378003087551392 0.0028735737224154178 0.0021894957430714048 0.0017928027303295232 -0.0018493546227795125 0.0020592166375016782 -0.0029085721129688161 -0.0027878509779628363 -0.0030218160703197666 -0.0014643469112160148 0.0016662932502338186 0.0030818103559034321 0.00091818056669840001 -0.0026699247757770855 -0.002827932370494674 -0.00295738999022416 0.0025607247181465204 -0.0029764093239569396 -0.0029718710294288969 -9.7643777947236171e-05 0.0028330196923685492 -0.001248564649370106 0.0020072858596649748 0.0012948765117770985
leaf_weight=0.13931278453674067 0.3555699313510543 0.39378279975790142 0.15238770210999142 0.42358482710550838 0.38933552126400162 0.24648092204005578 0.43267412109707948 0.28825652197701934 0.23875931353540192 0.41215156848193135 0.27887364453636099 0.63389555978938006 0.28012370331271075 0.29983998440729909 0.39056657277250728 0.24809960048878565 0.54358414880698536 0.091160189360380062 0.60084924766123826 0.55587656101851557 0.40632106505653665 0.1638943420184592 0.21094028383959074 0.31075210693961697 0.21596072782995168 1.9973837754296795 0.18029436210053962 0.27348726510535915 1.0777702161649356 0.85439606849104166
leaf_count=15 123 122 97 114 98 20 230 45 29 80 24 61 39 67 175 26 105 2 93 451 555 108 26 500 116 263 13 31 232 50
internal_value=0 -0.000116612 -4.64236e-05 -8.31849e-05 0.000498932 -0.000264932 -0.000362374 0.000978655 -0.000478773 -0.000401182 0.000444685 0.000927086 -0.000109571 -0.000611532 -0.000505503 -0.000614274 0.000685206 -0.00081505 -0.000885635 -0.000705912 -0.00094737 -0.000672656 -0.000388256 -0.000605131 -0.000317009 -7.21541e-05 0.000144992 0.000849862 0.00110072 0.000293198
internal_weight=0 12.9471 12.5533 12.4009 2.95056 9.45032 9.02674 0.720931 8.30581 8.05933 1.60504 1.32617 0.692275 6.45428 6.15444 5.91568 0.791684 5.124 5.03284 4.64227 4.04142 3.48555 3.07923 2.86829 2.55753 2.34157 2.17768 2.56122 2.28774 1.20997
internal_count=3910 3895 3773 3676 534 3142 3028 275 2753 2733 204 180 119 2529 2462 2433 131 2302 2300 2125 2032 1581 1026 1000 500 384 276 436 405 173
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=1 12 38 50 158 3 3 3 123 15 47 50 4 2 48 42 16 150 42 0 4 48 51 43 47 49 15 15 0 0
split_gain=0.731175 0.610836 0.581897 0.497521 0.48795 0.431898 0.420566 0.404239 0.394703 0.359011 0.347289 0.501507 0.526489 0.376609 0.339187 0.383316 0.366233 0.423066 0.338771 0.398484 0.43495 0.501237 0.328623 0.341694 0.325676 0.312664 0.309405 0.299647 0.289543 0.358018
threshold=0.10113500000000002 -0.071274999999999991 0.10657000000000001 0.086465000000000014 0.084965000000000027 0.16699000000000003 -0.115685 -0.069909999999999986 0.11662000000000002 -0.016339999999999997 0.090280000000000013 0.11551000000000002 -0.17479499999999998 0.13345500000000002 0.12862000000000004 -0.13165499999999997 0.050115000000000007 0.11456000000000001 1.0000000180025095e-35 -0.11524 -0.084009999999999987 0.086870000000000017 -0.10145999999999998 -0.091614999999999988 0.09252500000000001 -0.085174999999999987 -0.089964999999999976 0.083935000000000023 -0.060094999999999989 0.18055000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 9 18 -5 -1 11 12 -3 14 15 -14 17 -17 -8 -20 27 -22 -9 -24 25 -25 -23 -21 -11 -30
right_child=1 5 -4 8 -6 -7 7 22 -10 28 -12 -13 13 -15 -16 16 -18 -19 19 20 21 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0011326408060510255 0.0013762494610012541 -0.0015148470041966404 -0.0004480417617538875 -0.0015066760213109482 -0.0011317099042415424 0.0010481186946373884 -0.0015049153467538549 -0.0012761344904839672 0.0015493853609764483 -0.00087404703405116583 -0.00050648159744630156 -0.0015268448229021553 -0.00095870643369360981 0.0015199080060786711 -0.00074215414551904513 0.0012105881120840459 -0.00058218092485058128 -5.9363652844008949e-05 0.0011820693113952093 -0.00060272230721463219 -0.0014923924386998021 -0.0014971731993826437 0.001029189471757899 -0.0008038166615603814 -0.0013985952558771275 0.00015944865911963322 0.00075030212398041838 0.0014503366464589779 0.00097896078740253691 -0.00035814269598533245
leaf_weight=0.85451376065611873 1.5204856346826994 0.34533584502059778 0.51497608539648343 1.0756069266935799 1.2397553890477855 0.81304147641640234 0.868308907694883 0.47224092518445093 0.1017794869840144 0.60527990153059441 2.8319737315177917 0.37333925731945772 0.39868679270148133 0.56402784469537426 0.6658241138793527 1.8033327283337719 0.49796649580821384 0.84878794173710037 0.29594564577564719 0.30658436228986952 1.3385726927081103 0.19038118090247735 0.64506462862482283 0.9003658981528132 0.40122877043904726 4.19820022012573 0.46135048137512047 0.31930006589391269 0.88729588879505195 0.87510215677320957
leaf_count=49 280 82 29 578 280 96 566 96 3 77 173 34 10 70 18 104 45 46 11 16 661 72 32 39 30 290 34 37 37 15
internal_value=0 0.000179839 0.0009147 -0.000314357 -0.000240816 1.6228e-05 -0.000159721 -0.000304821 -0.00124249 0.000308495 -8.44975e-05 0.000132891 0.000253821 0.000381637 0.000229306 0.000411572 0.000584999 0.000804151 -0.000691758 -0.0004493 -0.000633842 -0.000972995 -8.37584e-05 7.87737e-06 -0.000111911 -1.06563e-05 9.37788e-05 0.000444663 1.10544e-05 0.000315035
internal_weight=0 11.1778 2.03546 16.0369 14.8595 9.14232 13.6197 10.3975 1.17739 3.22219 8.32927 5.4973 5.12396 4.77863 4.2146 3.54877 3.15009 2.65212 3.78044 2.91213 2.61619 1.9903 6.6171 6.14486 5.49979 5.09857 0.651732 0.625884 2.36768 1.7624
internal_count=3910 987 309 2923 2342 678 2062 1884 581 178 582 409 375 293 223 205 195 150 1397 831 820 767 487 391 359 329 106 53 129 52
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 49 133 133 0 52 128 16 50 0 43 3 1 4 1429 1373 147 52 51 457 43 3 52 1 1 15
split_gain=1.01382 0.83578 0.681035 0.560317 0.464335 0.452346 0.492628 0.638837 0.51139 0.457912 0.429196 0.407771 0.372966 0.36564 0.480632 0.442987 0.365085 0.452426 0.362442 0.342104 0.321352 0.323929 0.379561 0.308381 0.362579 0.386349 0.287577 0.27155 0.250148 0.240985
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.010319999999999998 -0.081629999999999994 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.042815000000000006 0.11581500000000002 0.10994000000000002 0.11901000000000002 -0.053834999999999994 -0.072649999999999978 -0.115685 0.092385000000000009 -0.065999999999999989 0.084965000000000013 0.089210000000000025 0.088035000000000016 0.18936500000000003 0.090935000000000016 0.084485000000000018 -0.069494999999999987 0.086245000000000016 -0.12272499999999999 0.15770500000000001 0.092385000000000009 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 16 9 7 8 10 -3 18 19 -4 14 29 26 17 -1 -7 20 21 22 23 24 -6 -26 -15 -13 -27 -10
right_child=2 3 12 -5 11 6 -8 -9 13 -11 -12 27 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00044051270112848258 -0.00098247036801982191 0.0002740362042418801 0.00061837782904103648 0.00030198697115315574 0.0010163392929328128 -0.00090920946974336803 -0.0010773963157340385 0.00092956525353938169 -0.00012606188463263549 -0.0011250375752120691 0.00065700500405132265 -0.00090897779467308184 -0.00053728312577383292 -0.0011121992749666305 -0.0011079828321185711 -0.0010746979426717288 0.0007898397207718056 -0.00053157381923610628 0.00085929901147068551 -0.00097738720326680695 0.00092599359310186055 -0.00088215691897599875 0.00052027074735952353 -0.00061286666851707709 -0.00054063893804211401 0.00064821563831171463 0.00033843150737626745 0.00011530416121176905 -0.00017476137957668468 0.0010175325245791156
leaf_weight=1.62329334509559 0.39570323354564596 1.6291728841024475 3.9313049468910313 1.3564402619376768 0.41812229645438437 3.69397864988423 1.7058500213315708 0.39602145558455948 0.33240966685116291 0.3394217847380786 0.24371960613643739 1.0962988475803284 0.36658721603453148 0.20940326392883435 0.23480008164187915 0.80751292646163519 1.429507150663994 0.89013924566097502 0.14459379881736811 0.40478763845749188 0.47798824030905951 0.46901050489395846 1.6059450325556097 1.0731537854298947 1.244454819709069 0.92922860663384177 0.75836080370936543 0.43374653672799457 0.84835949796251953 0.66168134741019458
leaf_count=48 20 96 388 31 26 1221 951 17 34 43 46 122 18 76 61 89 127 72 19 19 27 41 84 41 75 22 23 12 36 25
internal_value=0 -0.000161086 0.000393154 -0.000363021 3.41306e-05 -0.000443871 -0.000546 -0.000424853 -0.000500543 3.28103e-05 -0.000753064 -0.000103232 0.000519806 -0.000157399 0.00030208 -0.000475462 0.000347707 9.62455e-05 -0.000842592 2.31539e-06 5.84372e-05 -4.50519e-06 6.27624e-05 -0.00010003 5.99487e-05 -7.23751e-05 2.45463e-05 -0.000618608 0.000255447 0.000635131
internal_weight=0 25.4574 4.6936 12.5134 12.944 11.1569 9.18833 7.48248 7.08646 1.96859 4.08229 9.0011 4.29789 3.00417 1.22889 1.77528 3.94294 2.51343 3.83857 7.47105 7.06626 6.58827 6.11926 4.51332 3.44017 3.02204 0.967764 1.53005 1.77759 0.994091
internal_count=3910 3484 426 2732 752 2701 2562 1611 1594 139 1286 505 406 308 120 188 247 120 1240 371 352 325 284 200 159 133 99 134 58 59
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 123 2 13 4 1373 48 4 106 160 14 50 3 39 16 2 4 0 51 42 16 52 43 4 52 160
split_gain=1.1888 0.7678 0.716673 0.552879 0.763495 0.539037 0.524793 0.584967 0.490092 0.422739 0.447386 0.475955 0.498461 0.499868 0.459781 0.529075 0.40926 0.392672 0.384799 0.442314 0.548089 0.408633 0.37893 0.369466 0.338789 0.331921 0.325683 0.312192 0.700089 0.310536
threshold=0.085835000000000009 -0.070894999999999986 0.14808000000000002 0.085595000000000018 0.086425000000000016 0.085195000000000007 0.084065000000000015 -0.26418499999999995 0.22584000000000001 0.089490000000000014 0.12862000000000004 -0.23071499999999998 0.092305000000000012 -0.51385999999999987 0.07802000000000002 0.11800500000000001 -0.084129999999999996 0.088655000000000012 -0.10808 0.087995000000000004 -0.00072999999999999985 -0.15007499999999999 -1.0000000180025095e-35 0.091955000000000023 0.3935300000000001 -0.087094999999999992 -0.24333999999999997 -0.49837999999999999 0.10433000000000002 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 9 16 -8 17 10 11 -2 13 -13 15 18 -1 -5 -15 20 25 -21 -22 24 27 -20 -25 28 -3 -9
right_child=2 23 -4 8 -6 -7 7 29 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010941865685652216 -0.0011262263681759194 -0.0016657578930624117 0.0013544203301214005 -0.0015642248252172957 -0.00035776367467278464 0.0014664073788610665 0.00038414700347225747 -0.0015475599638575172 0.00068764544302113862 -0.0014801406050269565 -0.0010238293020221963 -0.0016788549969605057 -0.0012747672671201827 0.0013677142360838022 -0.0008025087835573947 -0.0011974669565414167 0.00061755333646315537 0.0011881485538283209 -0.00069784876585200989 0.00038662848169381371 0.00062018151488126591 0.0015110472377727593 -0.0016167796472565357 7.0474639867213227e-05 -0.0012423604930454051 0.0013268377194689881 -0.0016503365273046833 0.00051051901194948662 0.001328066015538352 -0.00064095233863609906
leaf_weight=0.57603352749720216 0.49292403523577633 0.54495326394680876 1.1168964998796571 1.2200640911469225 5.52417386235902 1.0258872768608842 0.59486909350380024 3.4158788862987448 0.42796890903264273 0.34489914681762535 0.59698648378253061 0.24557487922720689 0.39226087217684913 2.2459806210827074 0.53393013589084137 0.34710022917715821 0.9249274535686689 0.14767187181860197 0.28402264881879147 1.6852875771000984 0.27753141103312373 1.6022959052352233 0.62770108878612485 0.50288387597538531 0.41130681463982899 0.74684867798350607 0.62924276822013758 3.1319866350968373 0.31223365012556314 1.3355373857193624
leaf_count=164 120 49 140 390 343 147 14 1326 8 19 14 17 13 162 11 22 68 12 26 36 19 108 46 18 56 57 148 131 10 216
internal_value=0 -0.000515437 0.000113816 3.99912e-05 0.000128984 0.000363837 -0.000872303 -0.00110615 -0.000801194 0.00025532 0.00031471 0.000398989 0.000482631 0.000562823 0.000628746 0.000726509 -3.93722e-05 -0.00126706 0.000815912 0.000578659 -2.58211e-05 0.000934645 -0.000930959 -7.37749e-05 0.000135179 0.000769002 -0.000885963 0.000277212 -0.000575246 -0.00129273
internal_weight=0 12.3799 19.886 18.7691 16.9734 11.4492 6.84725 5.34629 1.7957 10.4233 10.0784 9.48146 8.98853 8.59627 8.3507 7.81677 1.50096 1.36774 7.46967 5.22369 1.9361 3.28758 0.905232 5.53261 4.40048 1.03087 1.13213 3.98917 0.857187 4.75142
internal_count=3910 2200 1710 1570 1160 817 1788 1556 410 670 651 637 517 504 487 476 232 402 454 292 148 144 65 412 246 83 166 190 59 1542
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 50 12 38 3 133 484 42 51 1 52 0 42 49 1 50 4 453 2 48 51 1374 3 49 52 15 123 376 3 4
split_gain=1.0212 0.651842 0.588454 0.784965 0.661956 0.512357 0.506077 0.487261 0.604726 0.579814 0.494531 0.533352 0.519948 0.591498 0.530399 0.429123 0.571374 0.560686 0.609663 0.555188 0.466264 0.426857 0.566267 0.483253 0.50678 0.425482 0.405501 0.38149 0.369697 0.346365
threshold=0.10113500000000002 0.086465000000000014 -0.071274999999999991 0.10657000000000001 0.16699000000000003 0.10681500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 1.0000000180025095e-35 0.11401500000000002 -0.074249999999999997 0.085330000000000003 -0.085974999999999982 0.091560000000000016 0.11515000000000002 -0.17479499999999998 1.0000000180025095e-35 0.090905000000000014 0.12862000000000004 -0.07742499999999998 -0.094679999999999986 0.086245000000000016 -0.081629999999999994 0.0033900000000000002 -0.035939999999999993 0.11662000000000002 0.091535000000000019 0.10223 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 28 9 -9 27 11 12 13 -10 -14 16 -4 18 -18 20 -20 -15 23 -23 29 -12 -3 -8 -1 -25
right_child=2 26 4 -5 -6 -7 7 8 10 -11 25 -13 14 21 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013549204275832964 0.0012044852774823556 -0.0013383230702197287 -0.0013651489497872444 -0.00047472670546034506 0.00099895309363669314 -0.0011400104951349212 -0.0013374028541068767 -0.0013345071739840177 -0.00098488827857061401 0.00032721865092827536 0.00038676204685788652 0.00047178188310020364 -0.0012909443311850571 -0.00073970179268594623 0.00035615675203188696 -0.00091509248067028542 -0.00011207089062994377 -0.0012691951814705032 -0.00044653695192812073 -0.00040934910635553174 0.0011551390206842496 0.001533387228051407 0.0010015276514153367 -0.00094586095150182706 0.0007884008186289413 -0.0013637671095479353 0.0013797469340759436 0.00065431106258065103 0.0013918313450440962 0.00029784218725464537
leaf_weight=0.8808754585916202 1.8475620107492425 1.3317147258785542 0.48250482487491986 0.65787850390188385 1.154301487142219 0.99428639287361775 1.4298546462087025 0.58018333709333703 0.7861343246186151 0.70936884329421435 0.35656681307591498 4.6323348665609858 1.080042873159982 0.66777974646538485 0.49771866499213491 0.92235263960901726 4.5851996772689727 0.48209445131942619 0.37077246920671036 0.69531020708382119 2.1735140930395609 0.3287026248872279 1.6653557531535623 1.2039775889134086 0.69203366682631884 0.75290186243364476 0.10305354744195927 0.18984232423827041 0.094561241567134857 0.57736715115606774
leaf_count=283 280 578 86 29 96 361 537 107 37 56 26 149 308 39 39 73 194 24 22 31 152 4 37 139 47 140 3 6 2 25
internal_value=0 -0.000286563 0.00018683 0.000763558 5.3851e-05 -0.000218741 -0.000165254 -0.000109483 -1.53539e-05 -0.000668061 4.2448e-05 0.0001196 -9.79482e-05 8.14822e-05 -0.000771352 -5.84803e-05 3.1412e-05 0.000112531 0.000197661 0.000636043 0.000921731 0.00024473 0.00039188 2.95485e-05 -0.000170306 -0.000801173 -0.0011431 -0.00110396 -0.00108864 -0.000542754
internal_weight=0 19.5547 13.3715 2.50544 10.866 18.1199 17.1256 16.1502 13.8211 2.32907 13.2409 12.1314 7.49911 5.92135 1.57776 9.71175 8.7894 8.30689 7.8248 3.2396 2.54429 5.13522 4.46744 2.80208 2.47338 1.10947 1.43477 1.6197 0.975437 1.78134
internal_count=3910 2923 987 309 678 2342 1981 1696 1097 599 990 824 675 328 347 582 509 423 399 205 174 291 252 215 211 166 581 543 285 164
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 52 0 3 1446 12 3 40 151 15 4 12 49 50 4 47 43 133 4 52 16 52 1 43 52 12 147 3 159 133
split_gain=1.59012 0.727071 0.68362 1.25603 0.625448 0.644172 0.710623 0.657015 0.653264 0.582539 0.506288 0.599226 0.505826 0.540364 0.580164 0.597703 0.68663 0.479856 0.467632 0.786592 0.498444 0.426675 0.380439 0.378948 0.392471 0.375393 0.36932 0.378281 0.342137 0.314371
threshold=0.094485000000000013 -0.42985499999999993 -0.070894999999999986 0.086245000000000016 0.091520000000000018 -0.041094999999999993 0.16699000000000003 0.34489500000000001 -0.40391999999999995 -0.008624999999999999 0.39574000000000004 0.086865000000000012 0.10581000000000002 0.11515000000000002 -0.17479499999999998 0.093315000000000023 -0.073139999999999983 0.10681500000000001 -0.49837999999999999 0.10433000000000002 0.3935300000000001 -0.24084499999999998 0.11593500000000001 -0.26007999999999992 0.13709500000000002 0.099370000000000014 0.10271500000000001 0.12046500000000002 -0.092309999999999989 -0.0023199999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 29 -7 -5 11 -1 13 14 -10 21 22 18 19 -4 25 -16 -17 -23 26 -20 27 -25 -26 -3
right_child=1 4 17 9 -6 6 -8 -9 12 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00051757196686528291 -0.0011289642313720922 -9.385834084340799e-05 -0.0011661232777420091 -0.00022586968025112384 -0.0011296421878076645 -0.001168873219684926 0.00095516556798968773 -0.0011646757364426757 -0.001165412320382809 0.00078922266203968795 0.0011543507395823135 -0.0011294663604375173 0.00071785288132297938 -0.0011498725960666359 -0.00077943079094117726 0.00086902157357862772 -0.00085903208313830356 -0.0009393896295235456 0.00052495620386455982 0.00044811032940819109 -0.00083729423068061646 -0.00085197566065254812 -0.0002664119742139095 0.00088869348886512858 0.00047140201806100093 -0.00048408531635347362 -0.00011196287457327086 -0.00012228382665511258 -0.00097028868578288255 0.0008175634503097386
leaf_weight=5.6883921455591917 0.54932674905285495 0.54868997284211207 0.87002079281955935 2.0236503190826629 0.44630259647965331 0.56345609715208667 1.0869935012888152 0.25316492095589627 0.47515165875665921 1.093160351156256 0.18199457228183824 3.1065295223961584 1.3243952004704613 0.50383881910238493 0.42083460744470524 0.64897390455007575 1.4460511737270278 0.66051057161530469 3.3623303562635551 0.67146152909845114 0.46836131048621599 0.29199266876094032 0.86329221166670322 3.1352084458339857 0.41310512891504914 0.53676829958567385 0.77543443255126465 0.54549621650949109 0.41352464410010714 3.5432286600116703
leaf_count=896 143 51 78 60 34 23 85 8 22 33 7 1248 41 63 18 15 54 125 103 17 84 11 28 191 40 72 23 12 15 310
internal_value=0 0.000140538 -0.000324606 -0.000482657 0.00017994 0.000213817 8.82014e-05 0.000586976 8.47856e-06 0.000130154 -0.000695427 -0.000733704 6.7408e-05 -1.93185e-05 4.10922e-05 0.000105117 -0.000307007 -3.36499e-05 6.75951e-05 -0.000462972 0.000254857 0.000308465 0.000220848 0.00039059 0.000459269 0.000386047 0.000590806 0.000738862 -0.000249809 0.00069535
internal_weight=0 18.2485 18.6632 12.0937 17.6991 17.2528 12.9077 4.34508 11.8208 3.11681 8.97692 8.79492 11.2573 9.9329 9.42907 8.95391 2.95832 6.56945 5.90894 1.54148 4.36746 5.9956 1.51227 5.57476 5.28277 3.8991 4.45614 3.6807 0.82663 4.09192
internal_count=3910 1187 2723 2244 1044 1010 641 369 556 93 2151 2144 533 492 429 407 97 479 354 95 259 310 43 292 281 175 226 203 55 361
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=1 0 39 3 3 0 47 52 2 13 52 3 51 48 42 14 160 160 448 46 122 48 4 52 4 16 159 16 131 9
split_gain=1.51193 0.929187 0.891929 0.949944 0.737395 0.913262 0.952598 0.691042 0.577793 0.629442 0.570175 0.555249 0.517427 0.512942 0.472699 0.47227 0.414734 0.704206 0.407964 0.465429 0.414482 0.402017 0.396504 0.359465 0.348783 0.394997 0.348381 0.381216 0.470166 0.428017
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 -0.10315499999999998 -0.10071499999999999 0.092645000000000019 -0.010284999999999997 0.084065000000000015 -0.26418499999999995 -0.23815499999999998 -0.084129999999999996 -0.40274499999999996 0.11930500000000001 0.091955000000000023 -0.074139999999999984 0.084835000000000008 0.087260000000000018 -0.06977499999999999 0.092020000000000005 0.089350000000000013 0.088875000000000023 -0.52333999999999992 0.18936500000000003 -0.083329999999999987 -0.014099999999999998 -0.52106999999999992 0.51388000000000011 0.097135000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 -6 11 -10 -2 -1 -4 -12 21 -7 -11 -18 -14 20 -20 22 -3 -9 -13 -26 -17 29 -29 -28
right_child=2 14 12 -5 5 15 -8 23 9 16 13 24 18 -15 -16 26 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0011826144585591776 -0.0015659807307528239 -0.0016176919951081383 -0.0016005119928908333 0.0011271815645148044 -0.00024986345003446175 0.0011501872438141995 -0.0011621621757592513 0.0011933316768576484 0.00037546341157523871 -0.0015299714897921105 0.00077881901626209447 0.001702215512200883 -0.00068085705243206833 -0.0011328210168848522 -0.00092104258422749338 0.0011272023655932435 0.00050294730602014294 -0.0015622255371942381 0.00123959619708746 -0.00078415256798574349 -0.00043782095514105268 0.00089057589550379796 3.8290134119533799e-05 -9.7025235935549459e-05 -0.0016005884193618092 0.00094252721560745254 0.0015904323503775962 -0.0015810837673672651 0.0010131240223390406 -0.0014538311472363655
leaf_weight=0.67172117746667925 0.32350350113119963 0.38542974949814368 0.22747583966702212 1.4667306388728309 2.961967506678775 0.2488794517703371 1.4101160201244054 1.9017290174961119 0.61879131873137971 4.0812676314380978 3.2243341486901076 0.42442051391117275 0.41345599805936206 0.37550057424232353 1.3230902319191953 0.16991308133583682 0.7421894500730557 0.84732074633939192 3.6342478388687587 0.35008212039247144 0.3909377073869108 1.2237842710455877 3.4262888986850162 0.71060784440487612 0.25332492834422737 0.34653347206767449 0.11457091104239436 0.29002705111633975 0.3959172205068171 3.2457709894515512
leaf_count=164 89 25 10 150 84 13 62 65 14 1326 159 7 13 20 166 10 24 192 326 11 12 32 189 21 41 20 5 38 12 610
internal_value=0 -0.000539185 0.000107594 -6.30776e-05 -0.000176641 -0.000375097 -2.5546e-05 0.000261981 -0.000890744 -0.00110696 0.000402514 -8.89055e-05 0.000680543 0.000579415 -9.76731e-05 -0.000921875 -0.00126872 -0.000597935 0.000788898 0.000927788 0.00107668 0.000118669 -0.000129158 0.000842329 0.000628348 -0.000131451 -0.00104419 -0.00113537 -8.37441e-05 -0.00135004
internal_weight=0 14.3442 21.8558 16.8396 15.3728 11.4495 6.98442 5.5743 7.98557 6.28957 3.92334 1.696 5.0162 3.59983 6.35859 4.46508 5.67078 1.58951 4.78872 4.37527 4.02519 5.0355 3.81172 2.61234 1.02428 0.599858 4.2162 4.04629 0.685944 3.36034
internal_count=3910 2200 1710 1338 1188 920 232 170 1788 1556 268 232 372 179 412 688 1542 216 362 349 338 246 214 86 68 61 675 665 50 615
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=52 133 1 133 52 13 2 3 13 160 51 39 48 52 160 14 4 124 11 483 150 1443 38 0 12 132 47 48 52 15
split_gain=0.181782 0.193462 0.18645 0.201545 0.192739 0.276312 0.242434 0.183746 0.174586 0.178075 0.172861 0.209889 0.178597 0.206982 0.183019 0.173377 0.208973 0.172479 0.196035 0.214622 0.168165 0.190207 0.167557 0.159307 0.28258 0.227334 0.170484 0.169532 0.191551 0.25458
threshold=-0.42985499999999993 -0.40071499999999999 0.10113500000000002 0.10681500000000001 0.11401500000000002 -0.10241499999999999 0.092745000000000008 -0.115685 -0.0064299999999999991 -0.082384999999999986 -0.40274499999999996 0.11592000000000001 0.12675000000000003 0.024145000000000003 0.10446500000000002 -0.46879999999999994 0.50657000000000008 -0.52484999999999993 0.087830000000000005 -1.0000000180025095e-35 0.086870000000000017 0.10318000000000001 0.13905500000000001 -0.072864999999999985 0.085325000000000012 0.080815000000000012 0.09252500000000001 0.088875000000000023 0.10433000000000002 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -10 12 14 -14 15 -12 -17 -11 19 -19 21 -6 -5 24 26 27 -7 28 29 -25
right_child=1 2 8 22 20 23 -8 -9 10 17 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023215045640514894 -0.0032312968767603009 0.0019308023868650245 -0.0012707132314511683 -0.0033833122375072364 -0.0032438277208970837 -6.0226656700404439e-05 0.0023863915667355299 -0.0023504259470086236 -0.0033535653821485699 -0.003215808332593609 -0.002714476258521789 0.0033945420710230758 -0.0034091810637896913 0.00040483937580011373 0.0034049293814462545 -1.1239106438610547e-05 0.0033526969488014116 -0.0023418897207757822 -0.0010005499389581908 0.0024671046587287186 0.00190499907990253 0.0029251883893402775 0.0034597493969130825 -0.0019367520918448056 -0.0025611812594586035 0.0029863030353082741 -0.0031464285634597426 0.002216868260323919 0.0022303532217955802 0.0017578034531938167
leaf_weight=0.39127059595193792 0.20385376686317513 0.18420471446006559 0.28194708612863939 0.34922642142919347 0.51070391848043062 2.6463680511660623 0.84484803295345046 0.26826060030725585 0.16031811721040901 0.079895612434484398 0.2177704057248796 0.20434164785547171 0.33293195639271278 0.29005521279759705 0.19649333786219347 1.6645921799354249 0.22883714432828117 0.10825526725966517 0.24781275889836241 1.5298714040254697 0.10798471359885298 0.060946248384425417 0.043878689408302307 0.89759167906595638 0.7524098539361147 0.31253696157364164 0.21050746622495342 0.28949858363193914 0.22449269954813633 0.26263670247863047
leaf_count=353 198 33 85 468 330 508 35 32 21 7 18 39 32 18 12 158 49 31 23 355 24 5 1 120 789 39 44 30 12 41
internal_value=0 -3.9891e-05 8.26724e-06 -0.00031519 -0.000195576 -3.02397e-05 0.00134222 -0.00060748 0.000473112 0.00118236 -1.06709e-05 0.000160277 -6.52317e-05 -0.00163342 0.000358118 7.45455e-05 0.000395321 0.00153418 0.00173541 0.0021493 -0.00187254 -0.00258612 -0.00261948 -0.000348412 -0.000761587 0.000402193 -0.000287632 -8.01989e-05 -0.000560438 -0.00110043
internal_weight=0 13.7131 13.5092 7.9661 7.57299 6.89336 1.29731 0.452465 5.54312 2.24778 3.29534 3.13502 2.93068 0.622987 2.30769 2.1112 1.89343 1.96584 1.88594 1.63813 0.679635 0.57165 0.393105 5.59604 3.60929 1.98676 2.85688 1.67422 1.38472 1.16023
internal_count=3910 3557 3359 2511 2042 1683 100 65 848 501 347 326 287 50 237 225 207 416 409 386 359 335 469 1583 1341 242 552 203 173 161
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=1 0 2 15 47 48 133 106 50 2 4 1373 474 14 4 4 3 151 52 133 474 4 52 133 52 3 12 51 42 13
split_gain=0.175588 0.246024 0.192028 0.170026 0.208037 0.200532 0.200376 0.236069 0.220439 0.253121 0.198102 0.192697 0.170794 0.164562 0.205611 0.240818 0.273276 0.252263 0.191325 0.148433 0.244373 0.200949 0.195352 0.146957 0.209581 0.218347 0.181135 0.21423 0.181552 0.205183
threshold=0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.083185000000000023 0.086425000000000016 0.12862000000000004 0.085760000000000017 0.092305000000000012 0.11843500000000001 0.11462500000000002 0.22584000000000001 0.099250000000000019 -1.0000000180025095e-35 0.077685000000000018 0.015635000000000003 -0.0010999999999999996 0.090325000000000003 0.05680000000000001 0.12539500000000003 0.084285000000000013 0.087070000000000022 0.0021050000000000005 0.048695000000000009 0.10681500000000001 0.11401500000000002 0.10666500000000002 0.098845000000000016 -0.031524999999999991 -0.089024999999999979 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 8 9 11 -5 12 -2 14 15 17 -17 -14 -16 20 -1 -21 -23 24 25 26 27 -3 -29 -30
right_child=2 23 -4 10 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 18 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0035181620865750093 -0.0034737858343272384 -0.003509071267280625 0.0025417745095895642 -0.0025845848480590579 -0.000615139103385309 -0.002135006945569032 0.0033961308657035113 -0.0036452269252184189 -0.0033220225387645998 0.0030387117418963737 0.001363608211042075 -0.0035742146687655842 0.001624235562768174 -0.0018679934808296162 0.0032120644050761347 -0.0030762036213377764 0.0014615731637001473 -0.0024572645224134456 -0.00032327998831845739 -0.0034913881844583499 0.0029458508630523131 0.0019370006492808603 -0.0035381679451995892 -0.0025338052512559077 -0.0035401724895415018 0.0031263733238512123 -0.0028371921469214161 -0.0035435279858825894 -0.0035871039649277747 0.0012799657493517656
leaf_weight=0.70727591265312983 0.11544060605228867 0.159938349199367 0.39640648657223287 0.55731998024566554 2.496869842914748 0.30701040232088406 0.32659749586309761 0.15484096528962243 0.15774512500502158 0.56543807208072383 0.21240743575617671 0.13247389323078085 1.5750033046351744 0.2560919691750313 0.75851288923877269 0.40864264013361973 0.26459956867620349 0.20738709735451255 0.24511003238148987 0.20321335262997309 0.078647644171724096 0.34399558010045439 0.10231937451317208 0.27403099551156618 0.17547911164001551 0.31012379191815842 0.24097340427397274 0.1151479724940162 0.11203161161393049 1.6288411887726382
leaf_count=558 65 101 140 459 356 14 143 5 29 150 8 15 226 27 128 70 17 31 19 305 12 73 61 259 117 8 102 102 6 304
internal_value=0 -0.000668864 0.00017365 6.6261e-05 0.000217018 0.000596531 0.000758804 0.000580888 0.000720519 0.00086133 -0.00149508 0.000550684 0.000693328 0.000822806 0.00102201 0.000479809 -0.00129275 0.00114934 0.00234864 -0.00185435 -0.00287131 -0.000623838 0.000681798 -0.000104744 0.000137966 0.000389396 1.33096e-05 0.000354038 0.000686933 0.000966752
internal_weight=0 4.45202 9.1379 8.74149 7.97176 5.47489 5.16788 4.84129 4.68645 4.5287 0.769727 3.96326 3.83079 3.71535 3.45926 2.45563 0.673242 1.78239 1.00362 1.43545 0.785924 0.649528 0.446315 3.01657 2.74254 2.56706 2.25693 2.01596 1.85602 1.74087
internal_count=3910 2008 1902 1762 1295 939 925 782 777 748 467 598 583 518 491 344 87 257 147 1009 570 439 134 999 740 623 615 513 412 310
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=2 376 31 2 376 133 1456 151 1348 1456 453 1373 1 14 42 44 132 47 3 15 1365 43 160 49 474 15 4 15 2 38
split_gain=0.159739 0.169296 0.212118 0.198904 0.208456 0.195658 0.170977 0.162967 0.201341 0.207585 0.166054 0.154092 0.172778 0.258854 0.179912 0.25031 0.236689 0.273172 0.17769 0.159413 0.159165 0.148472 0.144383 0.213748 0.18504 0.196906 0.152002 0.163209 0.287847 0.146804
threshold=0.16971500000000003 0.048375000000000008 -1.0000000180025095e-35 0.094825000000000007 0.084595000000000017 0.11253500000000001 1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.090755000000000016 0.099250000000000019 0.13662500000000002 0.077685000000000018 -1.0000000180025095e-35 0.081835000000000019 0.080815000000000012 0.11566000000000001 0.30601500000000009 0.024640000000000006 1.0000000180025095e-35 -0.080569999999999989 -0.098319999999999991 0.082865000000000008 -1.0000000180025095e-35 -0.23821499999999998 -0.49837999999999999 -0.095799999999999982 0.099675000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -4 9 10 -9 12 13 14 16 18 17 -11 20 -14 22 -6 23 -16 -24 -26 -27 28 -28 -29
right_child=-2 3 5 -5 21 -7 -8 8 -10 11 -12 -13 19 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=0.0037450767728767743 0.0029315800189150475 0.0034758303619980679 -0.0036333109127797349 0.0028286715048633764 -0.0027669071323939624 -0.0033596254115240867 -0.0029389478668782054 -0.0034417654577068037 0.0033578356348822835 -0.0032467835446938239 0.0036950487827150896 -0.0036685470984785667 0.0031299496942995683 -0.0037423841874090254 -0.0029214981895180686 -0.0036915727732978834 0.0015900606026860611 0.002442408153082496 0.0036187165180876259 -0.0016332910617966431 -0.0027494405277299211 0.0014089773972943377 -0.0037239302605664073 0.0022609010579883494 0.0030349442393729168 -0.0020732218101927932 -0.0019574041093921974 0.00084550539705675898 0.0017236366379083138 -0.002773550703369767
leaf_weight=0.16642710939049266 0.22052614837593942 0.15350151594611705 0.17505664497729867 0.5126848871295806 0.31871903924911749 0.27062515058060022 0.30110493106622094 0.38185773317671667 0.20852946603554379 0.70156153017159251 0.047304090636316687 0.15416490499046709 0.383832651277772 0.25310622040706299 0.39342259591647977 0.21602581307524804 0.25573419507418294 0.12899717668187805 0.19469460914842773 0.11878247722052038 0.23802878621791013 0.16779314508312382 0.1394462923344485 0.13907003037456889 0.36224321826010797 0.32730105548397315 0.8212198356195477 4.7352791247322683 0.41177874513959978 0.14926720352377731
leaf_count=52 96 40 59 90 36 473 286 340 37 634 2 27 75 74 164 21 86 10 53 11 41 34 102 32 66 58 90 769 38 14
internal_value=0 -0.000152654 -0.000282358 0.00116103 -0.000174846 -0.0003406 -0.000267896 -0.000194358 -0.000138418 -0.000207504 -0.00265511 -0.000103748 -4.86243e-05 -0.000157612 -5.91405e-05 0.000124413 -0.00143251 -0.00236317 0.000228606 0.00200426 0.000143076 -0.00132669 0.000235134 -0.00156802 0.000373356 0.000457291 0.00031241 0.000440046 -0.000728064 0.00073491
internal_weight=0 12.8276 11.6749 1.1527 0.640014 11.5084 11.2378 10.9367 10.7616 10.5531 0.429162 10.124 9.96979 9.46718 9.21407 8.12778 1.08629 0.830559 7.91175 0.502615 7.71706 0.486512 7.47903 0.532493 6.94654 6.80709 6.44485 6.11754 1.233 4.88455
internal_count=3910 3814 3614 200 110 3562 3089 2803 2744 2707 342 2365 2338 2252 2178 1448 730 644 1427 86 1374 70 1333 196 1137 1035 969 911 128 783
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=1 0 2 1186 133 12 1373 0 44 48 14 15 128 8 1375 15 34 133 474 4 52 52 484 42 1 160 13 3 39 43
split_gain=0.153877 0.218424 0.152872 0.15606 0.143203 0.271113 0.144308 0.153271 0.300401 0.243407 0.264002 0.296254 0.186502 0.174559 0.173787 0.172697 0.139793 0.139331 0.21423 0.177925 0.165055 0.131298 0.132078 0.134607 0.140013 0.161119 0.166049 0.158069 0.186 0.129521
threshold=0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.084100000000000022 0.085625000000000021 0.078515000000000015 0.09586500000000002 -0.10575999999999998 1.0000000180025095e-35 0.12862000000000004 0.064610000000000015 -0.092459999999999987 0.082695000000000005 0.08573500000000002 -0.089714999999999975 0.041585000000000004 -0.083799999999999986 0.084285000000000013 0.087070000000000022 0.0021050000000000005 0.048695000000000009 -0.42985499999999993 -1.0000000180025095e-35 0.10217500000000002 0.095155000000000017 -0.092894999999999991 0.11596500000000001 -0.095614999999999992 0.005105000000000001 0.24789500000000006
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 9 10 11 14 13 15 -2 16 -9 18 -1 -19 -21 -18 -23 24 27 -26 -27 -24 -29 -3
right_child=2 29 -4 -5 5 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 -17 21 19 -20 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0032407154708886548 -0.0019888711280668016 5.468201740287555e-05 0.0022365457744113761 0.0031440800935761226 0.0030241803645931092 -0.0027951008166391062 -0.0032654938377153159 -0.0022655401263491966 -0.0032784001704375312 -0.0018373605996409562 -0.0025835211550769952 0.0022816965927422825 -0.0032816706202558276 0.0025491938088630516 0.00069787870791155639 -0.0027139837401097544 -0.0032145936577957211 -0.0032166789663527883 0.0025999091307694752 0.0016693166051171921 -0.0032528107752417177 -0.0028885304654578618 0.0020929226140958953 -0.0022777078216351964 -0.0012549419755194505 0.0026750399333938732 -0.00035457711681845879 -0.0029033981255700762 0.0022602320096581844 -0.0033012499787943624
leaf_weight=0.63311291953141224 0.29073639330454248 2.6985909588111121 0.35033753584139127 0.1666065047320443 0.3669449326553148 0.10611122773116222 0.14522263463004481 0.31049434408487364 0.21859737142221991 0.38352825812762592 0.21523399766010687 1.2820007140107912 0.23938901542715019 0.20051732030697156 1.6649196229409424 0.33328974632604502 0.12057427279069166 0.17825402144808322 0.07189744058996439 0.32630545442225412 0.089186529592552688 0.13068093109177592 0.15899543953128159 0.1700597915041725 0.20295363652985687 0.71553005608438813 0.25132161809597164 0.30480030932812585 0.093788619618862867 0.1236545633728382
leaf_count=558 16 923 140 31 156 156 26 36 41 36 81 145 95 31 138 217 139 305 12 73 61 92 16 34 40 97 15 119 5 76
internal_value=0 -0.00059312 0.000163001 7.30096e-05 8.28904e-06 0.00171886 -0.000100582 -3.75115e-05 0.000377661 0.000585981 0.000855153 0.00108375 -0.000558342 -0.000340523 0.000298455 -0.000548022 -0.000254473 -0.0016813 -0.00264508 -0.000536906 0.000612768 3.61317e-05 0.00022939 0.000444128 0.00071209 0.00134233 0.00188753 -0.000610145 -0.00168839 -9.23556e-05
internal_weight=0 4.121 8.42263 8.0723 7.90569 0.473056 7.43263 7.28741 4.05502 3.83642 3.45289 3.23766 3.2324 2.99301 1.95566 2.79249 2.4592 1.29876 0.70501 0.593746 0.415492 2.1487 2.02813 1.89745 1.72739 1.16981 0.966852 0.557584 0.398589 2.82225
internal_count=3910 2008 1902 1762 1731 312 1419 1393 457 416 380 299 936 841 154 810 593 1009 570 439 134 557 418 326 292 152 112 140 124 999
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=1 0 39 3 51 2 13 48 16 2 50 4 3 1429 457 0 9 0 159 46 51 122 106 3 12 124 42 43 43 15
split_gain=0.745007 0.612832 0.562549 0.575097 0.478168 0.404207 0.437699 0.38923 0.552389 0.520873 0.362774 0.382984 0.479709 0.326705 0.369393 0.330717 0.404164 0.525078 0.35662 0.323939 0.32081 0.280506 0.316504 0.270602 0.265106 0.500837 0.271522 0.269594 0.420826 0.236756
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.084065000000000015 -0.26418499999999995 0.11930500000000001 -0.54165499999999989 0.11635500000000001 0.10625000000000001 -0.23071499999999998 -0.22254999999999997 0.026145000000000005 -0.0015249999999999997 -0.10575999999999998 -0.016839999999999997 -0.06402999999999999 -0.47434999999999994 0.092020000000000005 0.11975000000000001 0.089350000000000013 0.092305000000000012 -0.084129999999999996 0.098845000000000016 0.11158000000000001 -0.09547499999999999 -0.078454999999999983 0.070805000000000021 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 23 -7 8 -2 10 11 -10 -13 14 -14 29 -17 18 -18 21 -9 22 -6 -1 26 -26 -3 -28 -29 -16
right_child=2 24 4 -5 19 6 -8 20 9 -11 -12 12 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0010270223500343633 0.001400686945463977 -0.0016373088267748065 -0.0016464461721969422 0.0014002172203218199 0.001299455978884103 0.00041781406684563978 -0.0012993178570092972 -0.0016445869182599327 -0.0016163837633126601 0.00093996619885372437 -0.0016129663692751278 0.0015723082647491151 -0.0014476103081708699 0.001216355404531235 -0.00061139993731841027 0.0018486599288504448 0.0017639712134862376 4.2693864054675485e-05 -0.0015422063141265711 -0.00082439500687710632 -0.00021007147922430446 -0.00051205832894509926 -0.00043863517599831503 0.00060373162501977501 -0.0013891404118105486 0.0017647589103528399 0.00075987622433567746 -0.001221088096225096 0.00036292290778865924 0.0004254331533980748
leaf_weight=0.41121417845715769 0.65367871790658583 0.20349820470437441 0.21325008338317308 0.65786708361702118 2.5074711077031684 0.42492440319620239 3.2795943354722099 0.72308025020174749 0.43515173281775332 1.0624571396037925 0.46251129402662705 0.42028558021410845 0.60397445032139874 0.40284439898096014 0.71127225621603463 0.17044331505894161 0.088032163679596542 1.3368317927234108 1.3591050996328693 0.28130682511255134 0.87088512443006039 0.29677665233612049 0.29694153333548445 0.69144917803350991 0.71513708803104226 0.15530397742986679 1.5138889250811194 0.61864116688957405 1.3580658615101127 2.591693529917388
leaf_count=164 54 28 10 122 319 14 1542 52 126 104 149 22 44 26 23 5 1 80 417 11 29 12 20 68 174 2 70 96 42 84
internal_value=0 -0.000453843 0.000110412 -4.86387e-05 0.000665542 -0.000850513 -0.00110236 -0.000128788 -1.54842e-05 -0.000111468 -0.000241634 -0.00016352 -8.12477e-05 -0.000176918 -0.00025872 -0.000143966 -0.000530924 -0.000676609 -0.00134109 0.000811302 -0.000860819 0.000959675 0.00111542 -4.4224e-06 -3.60858e-05 -0.000826422 0.000150141 0.000254348 -0.000132818 0.000202158
internal_weight=0 9.37172 16.1459 12.5501 3.59575 4.80718 3.70452 11.8922 10.2983 9.6446 8.58215 8.11963 7.68448 7.2642 6.86135 6.25738 2.95441 2.78397 1.44714 3.3825 1.59397 3.10119 2.80441 1.10266 4.56454 0.870441 3.69409 3.4906 1.97671 3.30297
internal_count=3910 2200 1710 1338 372 1788 1556 1216 1135 1081 977 828 702 680 654 610 503 498 418 362 81 351 339 232 412 176 236 208 138 107
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=1 0 3 52 39 3 48 50 4 2 48 12 4 15 43 43 51 46 0 51 122 16 52 16 12 2 2 4 51 2
split_gain=1.17288 0.683542 0.919804 0.647294 0.533389 0.603826 0.634447 0.791753 0.526116 0.604526 0.533472 0.520375 0.523687 0.510436 0.49866 0.635171 0.496073 0.576608 0.467508 0.412306 0.365924 0.342091 0.308221 0.366128 0.3029 0.288174 0.441534 0.27413 0.270357 0.359436
threshold=0.094385000000000011 -0.070894999999999986 0.086245000000000016 -0.42985499999999993 0.085220000000000004 0.31335500000000011 0.11930500000000001 0.11515000000000002 -0.17479499999999998 0.090695000000000012 -0.086624999999999994 0.085775000000000004 0.39574000000000004 -0.008624999999999999 -0.078454999999999983 0.070805000000000021 -0.40274499999999996 0.092020000000000005 -1.0000000180025095e-35 0.13741000000000003 0.089350000000000013 -0.55207499999999987 -0.26295999999999992 -0.055679999999999993 0.096315000000000026 0.10113500000000002 0.10836000000000003 -0.48072499999999996 -1.0000000180025095e-35 0.085455000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 6 7 8 -5 18 -11 -1 -13 -4 24 -16 -6 20 22 -8 21 -18 -10 -24 27 -17 -27 -3 29 -29
right_child=3 14 13 4 16 -7 19 -9 9 10 -12 12 -14 -15 15 25 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00049698595770678738 -0.0013602117952304044 -0.00011465980164306942 -0.00032254803082942097 -0.0014103293785696456 -0.0013958501361977277 0.0011861375038941158 -0.0012068644228750835 -0.001388653801433616 0.00081617083930207615 -0.00077110823544813945 0.00086215824142395247 -0.0013143575112861394 0.001387717492975774 0.00091764152780303605 -0.0010782562709481319 0.00062312121754492698 -0.00069645654320989951 -0.0009680715256968845 0.00085923295244592077 0.00010447125437891262 -0.0002515194069090232 0.0012919382536882346 -6.6395884020578112e-05 -0.0010315950359183301 -0.00059701771297788423 -0.0015586282117398429 0.00030479322831084113 0.0013362204745353786 0.0012194529332931949 -0.00097187628957263442
leaf_weight=4.4481516868690978 0.49692370224511506 0.70557470852509196 1.6779996891273188 0.34088681801221987 0.19964072760194573 0.82822056673467237 1.1922589021269239 0.58457165304571468 0.4398836283944515 0.40788234909996424 3.5009213476441801 3.1934964456595485 0.1366305500268935 0.94914891209918995 1.3384277495788404 1.029244448291138 0.1690777810290468 0.30606490047648538 0.86596480384468932 0.69233235763385881 0.38388840202242125 2.4247682241257271 2.1415806852164643 1.0799460325506545 0.46142208820674557 0.37314769078511734 0.61531509045744315 0.22007972979918178 1.2494838794227683 0.28013367345556617
leaf_count=712 144 25 60 16 9 120 47 81 12 18 191 1426 6 33 238 26 10 9 27 22 11 284 88 106 53 10 47 9 36 34
internal_value=0 -0.000353482 -0.000565927 0.000158295 0.000206797 7.23793e-05 -9.64261e-06 0.000134391 0.000235829 0.000302347 0.000691727 -0.000799465 -0.0012035 0.000125514 -1.07613e-06 -0.000356326 0.00067272 0.00079848 -3.38327e-05 -0.000725126 0.000980054 0.00116233 -0.000245053 -0.000389958 0.000407697 0.00012256 -0.000398654 0.000596515 0.000883299 4.36209e-05
internal_weight=0 16.6783 10.4054 16.0548 15.5579 12.0744 11.2462 9.36164 8.77707 8.43618 3.9088 7.77828 3.33013 2.62715 6.27283 3.35613 3.48344 3.2838 4.52738 1.88459 2.97773 2.59385 3.66141 3.22153 2.91669 2.01771 0.988463 2.45527 1.7497 0.500213
internal_count=3910 2715 2237 1195 1051 728 608 539 458 442 209 2144 1432 93 478 321 323 314 233 69 305 294 206 194 157 83 57 104 79 43
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=1212 156 158 1 146 47 1 47 42 160 52 1 15 151 376 43 457 2 448 133 38 16 16 1375 43 3 4 52 15 40
split_gain=0.150717 0.15381 0.148368 0.159136 0.167979 0.201559 0.159823 0.154281 0.156611 0.203696 0.192922 0.202861 0.181569 0.202756 0.177012 0.159201 0.14858 0.188043 0.165749 0.152143 0.210318 0.172058 0.239522 0.207293 0.229322 0.164487 0.242896 0.159651 0.186436 0.143318
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 0.11561500000000001 0.11615000000000002 0.13283000000000003 0.14071500000000001 0.117025 -1.0000000180025095e-35 -0.098319999999999991 -0.077699999999999977 1.0000000180025095e-35 0.10043500000000001 0.16127000000000002 0.091535000000000019 -0.15426499999999996 -0.0034949999999999994 0.11578500000000001 -0.079254999999999978 0.10681500000000001 1.0000000180025095e-35 -0.08286499999999998 -0.010344999999999998 -0.43271999999999994 0.088185000000000013 -0.5217799999999998 -0.51381999999999983 1.0000000180025095e-35 0.05377500000000001 0.14516000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 8 10 15 11 -3 16 -14 -12 -10 17 18 -11 20 21 23 -23 -18 -25 -24 -27 28 -28 -21
right_child=1 2 -4 4 -6 6 -8 -9 9 12 14 -13 13 -15 -16 -17 19 -19 -20 29 -22 22 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.0037159202452067748 -0.0037170638002318847 -0.0025289378201568012 -0.003095763496250565 0.0017288072609961255 -0.0032952096605166474 -0.0028173612013509533 0.001043933286763886 -0.0033103076679508849 0.0021871890069918355 0.0035166866613125995 -0.0032172057024529273 0.0028338626418297689 -0.0036908939227311166 0.0025368466770318418 0.002917197311737247 -0.0030790845234407193 -0.0017838533059205172 0.0038005512484460876 -0.0027662101879828201 -0.0036461556249282111 -0.0028017485117105274 -0.001137703017373803 0.0039071208027288747 0.0023100465059337416 -0.0014063354032611318 -0.0032577927416813819 0.00076843487509579652 0.0027169430491027326 -0.0038056766571532875 0.0038618086706308187
leaf_weight=0.15602082044642784 0.15517826718860028 0.16384936507529346 0.20958736520697208 1.7713481870887351 0.12540616327896703 0.27739791118074197 0.31304331216961145 0.20988660166040141 0.095981653590570204 0.064861046354053542 0.6272821083402913 0.23641676786064636 0.30213167785404937 0.094052915606880561 0.071939856745302677 0.43890996357367296 0.23428933857940171 0.086165644926950336 0.51523059482860034 0.20122246880782757 0.23479345813393582 1.150086379020643 0.22709097457117744 1.9653661487609433 0.25767222930153355 0.20383587319519714 1.4493232394088802 0.53880340969772067 0.13352010268135917 0.042198551120236516
leaf_count=282 197 117 161 450 6 26 17 61 12 14 682 40 137 8 5 308 14 5 189 191 24 186 8 265 35 31 388 36 13 2
internal_value=0 -5.25107e-05 -6.05805e-06 4.77616e-05 0.000882257 0.00110407 -0.000770159 -0.00016969 -9.90769e-05 7.62234e-05 -0.00141213 0.000638595 0.000229754 -0.00221245 -0.00258606 -0.0021341 0.000362216 -0.0013053 -0.00206371 0.000529579 0.000638986 0.000770133 0.000265818 0.00153003 0.00187928 0.000898188 0.000604356 0.000975409 0.000382588 -0.0023446
internal_weight=0 12.3969 12.2417 12.0321 2.4872 2.36179 0.590441 9.54491 9.33502 8.23554 1.09949 0.400266 7.70064 0.396185 0.699222 0.534892 7.30446 0.666257 0.580092 6.6382 6.39478 6.15999 3.70266 2.45733 2.22304 2.55257 2.32548 2.12165 1.58284 0.243421
internal_count=3910 3628 3431 3270 499 493 43 2771 2710 1866 844 157 1546 145 687 320 1401 208 203 1193 1000 976 662 314 300 476 468 437 401 193
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=1 0 39 3 2 13 51 16 3 4 2 48 150 4 2 0 9 16 15 46 448 3 122 14 48 1 42 13 0 42
split_gain=0.612188 0.633044 0.466663 0.427166 0.41409 0.474088 0.402079 0.389864 0.405859 0.357703 0.336221 0.445866 0.388387 0.410338 0.41852 0.38014 0.34811 0.543218 0.339532 0.318434 0.316128 0.296846 0.294458 0.281498 0.333245 0.276371 0.273891 0.369571 0.360879 0.307329
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.084065000000000015 -0.26418499999999995 -0.40274499999999996 0.070590000000000014 -0.22254999999999997 0.08734500000000002 0.082715000000000025 0.086870000000000017 -1.0000000180025095e-35 0.0057500000000000008 0.113945 0.024745000000000003 -0.016839999999999997 -0.17157499999999998 -0.11739999999999999 0.092020000000000005 -0.06977499999999999 -0.084129999999999996 0.089350000000000013 -0.46637499999999993 -0.092094999999999996 0.11377000000000002 0.091955000000000023 0.41346500000000003 -0.069414999999999991 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 21 -6 -4 8 -2 -9 15 23 -13 25 -15 16 -10 18 -18 20 -8 -1 -22 -12 -25 -14 29 28 -28 -3
right_child=2 26 6 -5 5 -7 19 9 10 -11 11 12 13 14 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0009698330614042309 0.0012924186395707681 7.9891704938950012e-05 -0.0015599843836743008 0.0012793037280391397 0.00045601138038866418 -0.001201926936612847 -0.0005732822265145243 -0.0011166487492049297 0.0017100796783327667 0.00066448972404306019 -0.00074274411041694809 -0.0015639791217435493 -0.0015719674178654146 0.00099682461202218174 -0.00049722567532503787 0.0015493615033571634 -0.00096034229984411947 -0.0013568719066426355 0.00040902624201823986 -0.00089006300881759733 0.0011851033514719811 0.00062417283803732344 -0.000454054185552855 -0.00082150138648131438 0.00094428187349084958 0.00010900239061195817 0.0010082583119084103 0.001764333059840378 -0.0015656388832277727 0.0016915427631978822
leaf_weight=0.42628260984201916 0.54134985152631721 3.3230743971071228 0.18913602596148882 0.54249973525293249 0.4501273261848836 3.3237175298563675 0.32099619787186506 1.3510032682970639 0.149565368890756 0.32068488677032281 0.32413972378708455 0.43530266149900887 0.52111753623466972 1.078620499698445 0.71773095545358945 0.21058412548154581 0.66196757601574052 1.417375750344952 1.1209586834302139 0.26243866980075825 2.456856397970113 0.72567961236927636 0.28068206831812847 0.27495121443644199 2.3063444032450207 0.39539085375145078 0.1545838086749427 0.12090200185775757 0.65887792481225904 0.29620826430618752
leaf_count=164 44 241 10 122 14 1542 13 265 3 19 18 26 29 24 32 14 15 517 39 11 326 68 12 17 138 16 27 1 138 5
internal_value=0 -0.000384614 0.000102267 -3.61818e-05 -0.000761312 -0.00100418 0.00059016 -9.65222e-05 1.51573e-05 -0.000774968 -5.6763e-05 0.000160673 -0.000234602 -2.12912e-05 0.000399878 -0.000426455 -0.000550661 -0.000656317 -9.9395e-05 0.000712615 0.000850133 3.43124e-05 0.00101704 0.00058897 0.000756196 -0.00084678 2.287e-05 -0.000708924 -0.00107652 0.000211792
internal_weight=0 9.47945 15.8797 12.3696 4.92581 3.77384 3.51011 11.8271 10.1554 1.67169 9.61405 6.0536 3.14816 2.71286 1.79635 3.56045 3.34987 3.2003 1.78293 3.32097 3.05853 1.15196 2.73754 2.90544 2.5813 0.916508 4.55365 0.934364 0.813462 3.61928
internal_count=3910 2200 1710 1338 1788 1556 372 1216 932 284 888 300 127 101 56 588 574 571 54 362 351 232 338 173 155 45 412 166 165 246
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=1 12 40 50 158 133 3 131 13 123 12 0 0 3 39 45 16 16 151 12 12 4 457 2 4 132 160 12 47 2
split_gain=1.4893 0.91763 0.785053 0.715271 0.657542 0.632481 0.612398 0.591935 0.584494 0.565358 0.524781 0.556938 0.91661 0.894433 0.500307 0.522736 0.501216 0.780529 0.501932 0.459004 0.618795 0.631932 0.453408 0.427048 0.665592 0.419969 0.419639 0.49585 0.548978 0.41431
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.086465000000000014 0.084965000000000027 0.10681500000000001 0.31335500000000011 0.087580000000000005 -0.10241499999999999 0.11662000000000002 0.099680000000000005 -0.072864999999999985 -0.12329499999999999 -0.0026499999999999996 0.18016500000000005 -0.080134999999999984 0.67964000000000013 0.064860000000000015 -0.27336999999999995 0.085325000000000012 0.085185000000000025 -0.077679999999999985 -0.0015249999999999997 0.099990000000000009 -0.070414999999999991 0.079995000000000011 -0.079234999999999986 0.11742500000000002 0.091930000000000012 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 14 8 29 -5 11 12 22 23 15 -3 17 18 -17 20 21 -14 -10 -13 -25 26 -20 28 -28 -1
right_child=1 6 -4 9 -6 -7 -8 -9 10 -11 -12 13 19 -15 -16 16 -18 -19 25 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-7.3153714818410527e-05 0.00098065385841521603 0.001256661395236502 -0.0012426781262083967 -0.0012109851507210814 -0.0009540045001724828 -0.0010548747932707884 0.0012132492526611078 -0.0011118820933266591 -0.00077139311744218282 0.0012654582725892612 -0.0011726578428912103 0.00076055301455130696 0.00034473632666093447 -0.00092996468870824118 0.001258653376043346 -0.0012366530580587044 0.0011531225688472639 -0.00078020180246657616 -0.0006420837750538824 -0.0011451388321138151 0.0012086096486868285 -0.00097929877141797374 0.00031745639412525975 0.00049248444549456665 -0.0011977235862792334 0.0011288370371778491 0.0005823722393556598 -0.00069941907629004075 -0.00025550072665454917 0.00079447622616397634
leaf_weight=1.4752984937513347 2.5882282758830111 0.40234750322996937 0.24691401049494732 1.7019160635536525 1.7045048322179344 1.1058876044116903 0.59361299802549261 0.82377949845977028 0.66056809248402748 0.14173961244523514 0.72206661285599771 2.3315210307482634 0.73811942880274783 0.8198889439227014 0.41348500316962677 0.43846596078946731 0.41715119034051973 2.3573945936514065 1.1981567706679879 1.7891356559121048 0.31265369174070645 1.6673636269406416 3.0444531606044691 1.0265491734026 0.48782565258443322 0.50063365488313127 3.0980113950790908 0.86058604123536486 1.7295075816800816 1.6602450935170052
leaf_count=73 301 14 8 578 280 330 66 197 26 3 151 69 84 70 30 23 19 193 61 590 20 213 112 27 66 37 157 30 48 34
internal_value=0 0.000177395 0.000787023 -0.000310002 -0.000245687 -0.000181004 3.34751e-05 -0.000125968 -7.7438e-05 -0.0010206 -0.000184342 -0.000128928 -0.000315673 0.000199764 -2.78726e-05 -7.62226e-05 -0.000126816 -0.00017925 1.78671e-06 -0.000676534 -0.000368088 -0.00057302 0.000123325 0.000440606 -5.19824e-05 7.52971e-05 -1.29561e-06 0.000133682 0.000282196 0.000386249
internal_weight=0 14.8445 2.83514 22.2135 20.3699 18.6654 12.0094 17.5595 16.7357 1.84366 13.6001 12.8781 8.21229 4.66578 11.4157 11.0023 10.5999 10.1828 7.82536 4.50727 2.71814 2.40548 3.70502 3.8459 1.51437 7.3869 6.88626 5.68811 4.82752 3.13554
internal_count=3910 987 309 2923 2342 2062 678 1732 1535 581 1428 1277 1045 232 612 582 568 549 356 907 317 297 138 162 93 333 296 235 205 107
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=1 52 0 3 1446 151 4 52 42 2 15 133 4 12 15 47 2 4 106 48 4 40 47 47 52 3 3 14 4 2
split_gain=0.980359 0.546711 0.486935 0.892596 0.481055 0.406513 0.404453 0.536779 0.526034 0.39409 0.393285 0.393141 0.377979 0.493363 0.372717 0.46302 0.370014 0.579986 0.327184 0.362316 0.319906 0.319903 0.265204 0.284369 0.263671 0.404193 0.260183 0.252516 0.222563 0.22043
threshold=0.094385000000000011 -0.42985499999999993 -0.070894999999999986 0.086245000000000016 0.091520000000000018 -0.40391999999999995 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.14808000000000002 -0.008624999999999999 -0.26719999999999994 0.39574000000000004 0.086865000000000012 0.035895000000000003 0.086785000000000015 0.10113500000000002 -0.069259999999999988 0.092305000000000012 0.12862000000000004 0.22584000000000001 -1.0000000180025095e-35 0.10783500000000001 0.13206500000000002 0.12539500000000003 -0.077894999999999978 -0.075954999999999981 0.07802000000000002 0.08734500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -4 16 11 -5 -7 13 29 15 18 -8 -18 19 24 21 -16 -17 26 27 -26 -24 -13 -25 -1
right_child=1 4 6 10 -6 9 8 -9 -10 -11 -12 14 -14 -15 20 22 17 -19 -20 -21 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0015636277418821201 -0.0015494186058555713 -0.0010893325174606587 -0.0015958502591330147 -0.0002442122651578533 -0.0015453026042226161 -0.0015010030294917241 0.00079558293075214525 0.00038858495156128423 -0.0015871926911941868 0.0014044165873490118 0.0010811803942489865 0.0012333739330510072 0.0015804765081070789 -0.0015507182711367617 0.0010629002754499275 -0.00051924417772105562 0.00068671045029044414 -0.0012482008788166292 -0.0008806313650312718 -0.00072815958272130755 0.00062418810543693806 -0.0012981676912911678 1.0561211202680669e-05 0.0005033284877184696 -0.0014223149231806218 0.00091947342528414641 0.0012470131977840694 -0.00013653939412654916 -0.00094900427775007742 -0.00049742286969475097
leaf_weight=0.52917018072912281 0.40332278475398098 0.46608183695934435 0.75603866798337527 1.528189391246997 0.33632476389175359 0.28010186238679402 2.2473768361960569 0.56485959870042279 0.34455974830780167 0.82395423727575767 0.81380673754028965 3.62307810620405 0.14282823260873545 2.1448643276817165 0.1641187381464988 1.2701378446072342 0.80552847345825274 0.67563366098329414 0.27502540359273542 0.32542907539755095 0.49929791421163827 0.79759595327777677 0.69515496690291934 0.44875048764515646 0.26270090718753636 0.52257417212240387 0.96266146411653608 0.34997980576008547 0.56585854245349765 3.5145169196184725
leaf_count=97 144 31 80 60 35 33 80 19 129 134 33 410 7 1243 17 65 26 144 18 6 15 118 34 20 22 28 36 7 22 797
internal_value=0 0.000215782 -0.000370033 -0.000595996 0.000271978 0.000321538 -6.69232e-06 -0.00074724 0.000233466 0.000376953 0.000216341 0.000300287 -0.000896482 -0.000953649 0.000347168 0.000460757 0.000401716 -0.000195901 0.000755491 0.000844003 -0.000375983 -0.000895246 6.01508e-05 0.000335523 0.000951525 0.000136067 0.000728545 0.0011127 -0.000306653 -0.00063695
internal_weight=0 13.0721 14.0674 8.67338 12.6688 12.3325 5.394 1.3209 4.0731 11.8664 2.342 11.0425 6.33138 6.18855 10.7624 9.30135 3.72854 1.48116 5.35879 5.08376 1.46101 0.961715 3.94256 2.67243 4.75833 0.785275 1.65782 3.97306 1.01461 4.04369
internal_count=3910 1195 2715 2237 1051 1016 478 99 379 985 93 851 2144 2137 818 668 250 170 491 473 150 135 177 112 467 50 70 417 42 894
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=1 52 39 47 50 48 484 46 4 128 0 3 48 12 4 12 124 4 43 160 14 131 16 2 1 12 160 52 11 150
split_gain=0.743728 0.485471 0.517886 0.529304 0.571452 0.631924 0.469906 0.46296 0.457808 0.45498 0.422243 0.682883 0.43027 0.345573 0.43575 0.333942 0.405171 0.372729 0.490165 0.317872 0.33012 0.29919 0.287488 0.277627 0.37288 0.502716 0.357315 0.359222 0.308321 0.261157
threshold=0.094385000000000011 -0.27466499999999994 0.085220000000000004 0.09252500000000001 0.11644500000000001 0.12862000000000004 -0.0043499999999999988 0.092020000000000005 -0.17479499999999998 0.086435000000000012 -0.074249999999999997 0.086245000000000016 0.086285000000000014 0.086865000000000012 0.39574000000000004 0.098845000000000016 0.11158000000000001 -0.49837999999999999 -0.46376499999999993 -0.51385999999999987 0.07802000000000002 0.10350000000000001 0.31524000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.08401500000000002 -1.0000000180025095e-35 0.084240000000000023 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 21 3 4 5 8 -1 -4 -3 19 11 13 -13 23 -15 17 -17 18 -12 -10 -21 -2 -19 -8 25 -25 -27 -28 -26 -5
right_child=1 2 7 29 -6 -7 10 -9 9 -11 15 12 -14 14 -16 16 -18 22 -20 20 -22 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=-0.0015523522209998394 -0.0013429004122178594 -0.001443352067338055 0.0012688456284587204 -0.0017316206211698817 -0.0015399756045581707 -0.0010733222516200746 -0.0016379760645396056 -0.0012586601183436391 -0.0017223186925854597 -0.0012324514555895325 0.0009654336696925458 0.0010037130192547222 -0.00058587288550345786 -0.0016926277958146962 0.0017228726288903038 -0.0014057027055608118 0.0018215675455876077 0.00074174362237361706 -0.0017239152248848411 0.001142993835929338 -0.00052523368809365026 0.00097157991248836067 -0.0010120372528985111 -0.0017117546178524561 0.0010348611095916821 -0.0016970221377606146 0.0010462320502673743 -0.0016915770839707309 -0.00079761412785613051 -0.00026539020783016872
leaf_weight=0.85419737015035835 0.81060143513604888 0.26436262356582751 2.1418650759151201 0.40636682254262302 0.40162027260521416 0.62261552223935712 0.55491148249711786 0.22671985160559405 0.12304861814481949 0.28694752647425037 0.31067402381449938 1.1411459032678974 0.83366143261082459 1.5525567494623826 0.11339029297232617 0.66265891847433511 0.13197019696235657 2.906463723484197 0.50076123280450691 4.3994187832286142 0.36329034669324745 0.19626247021369636 0.29088975640479464 0.91075410906341936 0.76530323410406687 0.27582551419618617 0.68549265727051434 0.16900410715606995 0.39321456977631897 2.2270962663460523
leaf_count=484 160 16 305 24 58 23 77 9 15 29 8 40 30 1024 6 161 2 190 59 389 10 11 55 184 30 116 56 149 44 146
internal_value=0 0.000228026 0.00032638 0.000143937 0.000402983 0.000531758 -0.000346355 0.00102691 0.00071556 0.000825896 -0.000261907 -0.000514104 0.000332672 -0.000822606 -0.00146016 0.000126372 -0.000869725 0.00032382 -0.000694245 0.000946786 0.00101574 -0.000891751 0.000582188 -0.000539712 -0.000349238 -0.000781827 -3.25404e-05 0.000504743 0.000412897 -0.000491643
internal_weight=0 12.4702 11.4634 9.09477 6.4613 6.05968 13.0529 2.36858 5.43707 5.17271 12.1987 7.39526 1.97481 5.42045 1.66595 4.80342 0.794629 4.00879 0.811435 4.88576 4.76271 1.00686 3.19735 3.75451 3.19959 2.04108 1.13032 0.854497 1.15852 2.63346
internal_count=3910 1195 1024 710 540 482 2715 314 459 443 2231 1756 70 1686 1030 475 163 312 67 414 399 171 245 656 579 505 321 205 74 170
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=124 38 1365 52 133 484 457 1213 475 1 1373 151 1 42 146 52 47 52 1 133 0 0 52 52 0 1374 104 4 16 160
split_gain=0.17029 0.261611 0.180907 0.182567 0.203262 0.184404 0.266898 0.188078 0.169331 0.16302 0.161586 0.165148 0.181969 0.208413 0.243068 0.200481 0.208626 0.200277 0.225671 0.239223 0.162701 0.200186 0.288088 0.271843 0.19682 0.205296 0.181492 0.176449 0.234909 0.148876
threshold=-0.061329999999999989 0.098160000000000011 1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 -0.0043499999999999988 0.094310000000000019 -1.0000000180025095e-35 -0.086004999999999984 0.099595000000000017 0.099250000000000019 -0.52174999999999983 0.11327500000000001 -0.14127499999999996 0.11615000000000002 0.16064500000000001 0.13283000000000003 0.11401500000000002 0.11183500000000002 0.10681500000000001 -0.230625 -0.076099999999999987 -0.094124999999999986 0.084890000000000007 -0.082604999999999998 -0.094679999999999986 1.0000000180025095e-35 -0.49837999999999999 0.31524000000000002 -0.082969999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 6 -6 8 -7 -1 11 -9 17 -14 15 16 -15 18 19 20 -13 22 -22 24 25 -24 29 28 -23 -27
right_child=2 -3 -4 4 5 7 -8 10 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00052206974113571921 -0.0024949551632122697 -0.0029520077516869683 -0.0030589965168474585 -0.0030069433899567186 -0.0024395992390390487 0.0032380029624394001 0.0022715780172873614 -0.0032340436253193243 -0.00282462104546025 0.0029149584067811375 -0.0032491836393767461 0.0020517069477223879 -0.001248234871182821 0.0028179826882789522 -0.0027364054371391742 -0.0010818634282732901 -0.00024379733459306487 -0.0015176208813821176 -0.0020356933114453061 -0.0027991021542750089 -0.0029323110029946427 -0.0032471895241122989 -0.002989626136020719 -0.0032808270557348799 -0.0031499745000782755 -0.0013950942473672341 -0.0023756757164022394 0.0015034913267515876 0.0019460109345715915 0.0014346514875797124
leaf_weight=0.72304788028122746 0.32964628947229258 0.15275373822078098 0.22268399619497437 0.23732137218029947 0.62611863673372781 0.054105842486023903 0.15240643077413552 0.13789880220428408 0.35548535731503683 0.48475927297840826 0.13767255574930537 0.62074624962405422 0.32720521424198556 1.2155652916408142 0.12737049697898317 0.21042287402087811 0.278883593273349 0.75133505345002038 0.42145774175878603 0.23201943488675159 0.34720773367734414 0.20084769313689355 0.14726750380940412 0.21664700299152162 0.14640119131946239 0.2106463671807387 0.16011049086228002 1.7445017590944565 0.15912142395973206 1.8886387363891222
leaf_count=78 339 36 68 221 489 4 20 41 525 196 27 49 18 282 7 23 17 348 22 268 93 42 29 124 92 77 18 138 3 216
internal_value=0 0.000984597 -0.000208984 -0.000153493 -8.4003e-05 -2.01879e-05 -0.00151732 9.53105e-05 -0.00202377 0.00148247 0.000184957 0.000234493 0.000285342 0.00109882 0.00151796 0.0018358 0.00224661 4.29431e-05 0.000223451 0.000380202 0.000506468 0.000322762 -0.000190907 0.000152752 0.000444118 0.000662752 0.000900814 0.00108355 -0.000951577 0.00115071
internal_weight=0 1.36056 11.6597 11.4371 11.1074 10.8701 0.778525 10.0916 0.409591 1.20781 9.68197 9.54429 9.4064 2.15945 1.83224 1.70487 1.49445 7.24695 6.49561 6.07416 5.84214 5.22139 3.11692 2.76971 2.55306 2.40666 2.2594 2.10447 0.359969 2.09929
internal_count=3910 310 3600 3532 3193 2972 509 2463 529 274 1934 1907 1866 347 329 322 299 1519 1171 1149 881 832 649 556 432 340 311 183 45 293
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=4 12 12 48 3 50 3 1 4 16 16 3 457 150 49 49 42 0 2 13 133 133 0 0 457 150 43 376 16 16
split_gain=1.33188 0.799683 0.666981 0.65148 0.613025 0.603925 0.535016 0.544968 0.451876 0.391487 0.370608 0.468566 0.496283 0.402473 0.352991 0.383412 0.429575 0.777273 0.352864 0.293887 0.287828 0.393091 0.362612 0.317152 0.260628 0.505857 0.259602 0.354404 0.252103 0.376286
threshold=0.28937500000000005 0.080120000000000011 -0.041094999999999993 0.11930500000000001 0.10666500000000002 0.11901000000000002 -0.013944999999999997 0.092385000000000009 -0.065999999999999989 0.10994000000000002 -0.094359999999999986 0.31335500000000011 0.11469000000000001 -1.0000000180025095e-35 -0.081629999999999994 -0.084114999999999981 0.098285000000000011 0.048950000000000007 0.11542500000000001 0.24518500000000001 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.069414999999999991 0.10184000000000001 0.082590000000000011 -0.040589999999999994 0.084595000000000017 -0.17157499999999998 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 14 18 7 8 -1 10 24 12 13 -12 15 16 17 -3 -4 -9 21 22 28 -24 25 -8 27 -15 29 -16
right_child=2 4 3 -5 -6 -7 9 19 -10 -11 11 -13 -14 26 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020201875570087627 0.0011867210852672685 -0.0011890875058393076 0.00012506398863941504 -0.0010293556227069379 7.3116368675725429e-05 -0.0012316469906257749 -0.0007153670247723174 0.0011154726293846594 -0.00083137907518926154 -0.00089018153202747251 0.00058592595520451081 0.0011939264894317181 0.00064877480632341816 0.00093815625925441242 -0.0012004044446831557 0.00087125528066767598 0.00062584757324069418 0.00093221927988068251 0.001035509850248198 -0.00034655437641560951 -0.0011743943984099223 0.00056504978685534095 0.00067792295244988054 -0.00059274637459483823 -0.0012982242378111932 0.00043618671925559662 -0.00067208513477356123 -0.0006640706977422726 -0.0011058270910777413 7.1370466029868168e-05
leaf_weight=1.4683813359588387 0.75760537432506669 1.2657571131130683 2.0213557735551153 0.71695814374834288 1.3616907247342158 0.3566952128894626 2.4212209339020765 0.84967937786132075 0.96914357831701758 2.0355871262727314 0.5274365267250668 0.34932288120035071 0.77687312359921623 0.36311548715457176 0.59417006175499409 0.31792164314538141 0.36504364758729924 0.29359984910115589 0.82790986285544921 0.24422351131215692 2.6358439452596931 0.31019831704907197 0.295485048904084 3.272835454205052 0.62218505516648281 0.67251516412943591 2.8985602596076241 0.40063887718133628 4.2483164136065179 0.69815751467830878
leaf_count=45 192 101 91 29 31 13 95 86 58 135 30 43 21 33 50 8 22 8 101 12 951 17 20 288 12 20 146 16 1215 21
internal_value=0 -0.000495585 0.000177725 -1.71352e-05 -0.000679965 0.000209231 -0.000297816 0.000100263 -0.000208853 -0.000424836 -0.000319957 -0.000121023 -0.000213509 -0.000373395 -0.000751689 -0.000323746 -0.000521167 -0.000789682 0.000389612 0.000789062 -0.00083129 -0.000735276 -0.000779558 -0.000487525 -0.000604549 -0.000465043 -0.000511554 9.76839e-05 -0.000967635 -0.00051335
internal_weight=0 30.2579 4.68052 3.92292 15.659 3.20596 14.5989 3.53143 2.43752 11.0675 9.03187 5.31595 4.96662 4.18975 14.2973 2.24232 1.9244 1.55936 2.84927 1.0939 12.055 9.41916 9.10896 3.56832 3.71592 3.09374 3.66231 0.763754 5.54064 1.29233
internal_count=3910 3484 426 234 2732 205 752 201 103 551 416 289 246 225 2701 139 131 109 192 98 2562 1611 1594 308 127 115 195 49 1286 71
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=1 484 52 42 42 43 160 1374 1446 12 38 151 2 52 0 2 49 4 156 15 376 0 16 1 132 124 160 12 2 1
split_gain=0.959 0.622881 0.559752 0.543723 0.721907 0.869072 0.666978 0.57003 0.523206 0.501816 0.550364 0.482503 0.467584 0.463849 0.668127 0.457154 0.459672 0.450539 0.428021 0.479845 0.402169 0.387088 0.533231 0.376848 0.359877 0.396017 0.339507 0.300522 0.345459 0.285559
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 -1.0000000180025095e-35 0.085545000000000024 -0.15648499999999999 -0.092169999999999988 -0.094679999999999986 0.091520000000000018 -0.071274999999999991 0.10386000000000002 -0.40391999999999995 0.090695000000000012 -0.10201499999999998 0.076335000000000014 -0.0050599999999999994 -0.085974999999999982 -0.16401499999999997 0.013700000000000002 -1.0000000180025095e-35 0.091535000000000019 -0.14136999999999997 -0.54165499999999989 0.085990000000000011 0.093105000000000007 -1.0000000180025095e-35 0.084100000000000022 -0.036459999999999992 -0.22769999999999999 0.10956
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 -6 -5 -8 9 10 -4 -11 27 14 -9 -15 -17 -14 20 -20 -3 22 -19 -18 25 -7 29 -13 -29 -24
right_child=2 3 8 4 5 24 7 13 -10 11 -12 12 17 15 -16 16 23 21 19 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013032443668826996 -0.0014026371024298651 -0.0013695815229498257 0.001043998761032994 -0.0014194755149575453 0.000484011033918445 0.00053334372476851921 -0.0014796134860273972 -0.001419103814213125 -0.0013999861449949505 -0.001336998534443187 -0.00047519669001694858 -0.0013884472356761946 -0.00054227678235152553 -0.00090720000279238702 0.001201342734265374 -0.00065942386833011464 0.00039712444615658168 0.0014522995619303835 -0.0014114943784993494 0.0012731335533157809 0.0007296685035831288 0.0010906687818086566 -0.0010835233982915196 0.001242137857559841 0.00058272534125291089 -0.0013834539505084681 0.00075176655122537216 0.0012469107963936803 -0.00017004085214127542 8.3459018306723259e-05
leaf_weight=1.2384337653638819 0.44742708583362301 1.7980615466949559 2.3322801965987288 0.55382983561139454 0.95148102811072144 0.23043565265834542 0.39219810231588681 0.67059996165335078 0.39633291267091486 0.44130092882550798 0.57923237443901587 0.35781161347404111 0.81334857502951763 0.50743700726888974 0.26379585359245539 0.63436621357686718 4.4714948625187407 0.61560567410197142 0.21162138634826988 0.33401952334679652 0.19702919200062741 1.8195761139504694 0.63567105471156171 1.3330508065992033 0.23776774655561883 2.3337069121771461 0.8177974575664847 0.36204899428412307 4.4474314596154745 1.1391544993966816
leaf_count=484 144 772 310 78 45 10 35 87 35 24 28 12 32 49 9 29 171 42 55 16 6 179 28 40 18 811 20 17 277 47
internal_value=0 -0.000352162 0.000134444 -0.000274266 -0.000155393 -0.000667821 6.25051e-05 0.000161716 0.000181046 0.000224678 0.000741762 9.31913e-05 0.000150524 0.000243399 -0.000679307 0.000367518 0.000467976 0.000420917 -0.000862853 0.000231927 -0.00116227 0.000576733 0.000285249 0.000591187 -0.00105896 -0.00121119 8.13887e-06 -0.000155131 -6.33753e-05 -0.000334507
internal_weight=0 16.3593 15.205 15.1209 12.5802 3.75339 8.82677 8.27294 14.7576 14.3613 2.91151 11.4497 11.0084 7.88074 0.934396 6.94635 6.43891 5.84115 2.54073 0.545641 1.99509 5.0278 3.20823 5.80455 2.80191 2.56414 2.59262 5.16729 4.80948 1.77483
internal_count=3910 2715 1195 2231 1382 884 498 420 1051 1016 338 678 654 385 96 289 240 348 849 71 778 316 137 211 839 821 95 306 294 75
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=4 12 3 151 49 133 133 0 3 50 16 52 0 16 16 13 16 0 12 4 481 3 3 52 160 1429 160 1 2 47
split_gain=1.0651 0.831765 0.691513 0.651566 0.524527 0.592592 0.72132 0.618974 0.521451 0.513713 0.50506 0.489845 0.474121 0.470432 0.49896 0.460115 0.460332 0.45532 0.451473 0.418798 0.397498 0.392843 0.446739 0.49666 0.408219 0.392525 0.367284 0.339507 0.329228 0.608177
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 -0.27336999999999995 -0.080034999999999981 0.084630000000000025 0.083815000000000014 -0.070894999999999986 -0.013944999999999997 0.11901000000000002 0.10994000000000002 0.042815000000000006 -0.069414999999999991 -0.17157499999999998 -0.30307999999999996 0.10741000000000002 0.0015250000000000001 -0.068039999999999975 0.085185000000000025 -0.0077799999999999996 -0.0079799999999999992 -0.074234999999999982 -0.075679999999999983 0.091210000000000013 -0.081069999999999989 0.084965000000000013 0.084100000000000022 0.15770500000000001 0.13754500000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 7 13 15 -5 20 18 -9 14 -6 17 -17 19 -3 -1 -10 22 23 24 -14 -15 -20 -12 29 -22
right_child=3 2 -4 9 5 -7 -8 12 10 -11 27 -13 21 25 -16 16 -18 -19 26 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071501674639413938 -0.0011438444528626781 -0.0011656018761962421 0.00039271996682722394 0.00067526982173393832 -0.0012964024032405433 -0.0012604624090838277 0.0011753055770555097 0.001139799230705732 -0.0011611908658248141 -0.00080786405574861876 -0.0010976590965608526 -0.0013115202681356509 0.00065499833265253015 -0.0012507723050033614 0.00039289026832097781 -0.00083597805743028841 0.0005319708943149527 0.0012720254382166526 6.769247557518717e-05 -0.001039646863949518 9.0583356234212156e-05 -0.0012424736572232301 0.0013049170812684445 0.00053545812093065183 -0.0010890925410892366 0.00093995609547728356 0.001293994201224872 0.00018570127356301266 0.00087394617747112548 -0.0010440808061700452
leaf_weight=0.65508594259154052 0.40225154673680652 0.30502056144177903 1.494140843162312 4.4019575647544107 0.44962718896567822 2.0682845998671828 0.39996368531137694 0.39346121693961356 0.47162782261147818 0.41647096816450346 1.3041714457795031 0.38207628554664541 0.26934762857854511 3.0661439466057345 0.77729272993746723 0.76468453393317737 0.84213257534429431 1.2910729219438519 1.0784115239512173 0.33489777753129635 7.1095917474012822 0.63545352476649197 0.31411284831119735 0.72603630018420506 1.1612308922922234 0.13930009701289225 0.63055278686806548 0.4522944027557968 0.71145857451483596 0.86301123397424806
leaf_count=42 20 32 31 388 50 947 17 20 34 18 123 43 11 1188 21 35 26 72 66 26 301 84 7 27 159 19 10 12 42 39
internal_value=0 -0.000209325 -0.000428967 0.000416793 -0.00052491 -0.000648947 -0.000497148 -0.000581479 2.75472e-06 0.000547078 -0.000140253 1.34799e-05 -0.000180213 -0.000898306 -0.000226182 0.000404136 -0.000119036 0.000772668 0.000264848 0.000121438 -1.99784e-05 -0.000347419 -0.000117217 -0.000324353 -0.000760717 -0.00115557 0.000520158 -0.000767191 4.20004e-05 -3.22408e-05
internal_weight=0 29.0905 14.2905 5.22068 12.7963 10.4003 8.33197 7.93201 14.8 4.81843 10.9122 2.39606 3.49964 4.43236 1.22692 3.88787 1.60682 2.28106 2.01398 0.989984 9.15569 3.10618 2.47073 2.15661 1.43058 3.20544 1.70896 1.75647 8.68406 7.9726
internal_count=3910 3484 2732 426 2701 2550 1603 1586 752 406 551 151 308 1278 71 201 61 140 108 68 416 288 204 197 170 1207 76 135 382 340
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=1 4 133 2 42 1446 39 51 3 48 457 4 1 106 46 122 50 3 0 15 9 47 3 45 16 159 4 43 133 41
split_gain=0.174367 0.23632 0.188867 0.188093 0.234877 0.182924 0.19005 0.202224 0.198907 0.193576 0.228736 0.203784 0.41078 0.190088 0.203152 0.182587 0.180146 0.194139 0.197083 0.191222 0.183001 0.169277 0.168417 0.165364 0.190721 0.178125 0.159533 0.190324 0.185779 0.151631
threshold=0.085835000000000009 -0.084009999999999987 0.10681500000000001 0.11085000000000002 0.092860000000000012 0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.16699000000000003 0.086870000000000017 0.081330000000000013 0.0057500000000000008 0.11215000000000001 0.092305000000000012 0.092020000000000005 0.089350000000000013 0.11413000000000002 -0.13927999999999999 -0.10575999999999998 -0.11739999999999999 -0.016839999999999997 0.13439000000000004 0.10666500000000002 -0.080134999999999984 0.51388000000000011 -0.47434999999999994 -0.49837999999999999 -0.15969999999999998 0.083815000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 10 16 21 -13 14 15 -9 17 -2 19 -19 -20 -11 -3 -22 25 -25 27 -1 29 -28
right_child=5 22 -4 -5 -6 -7 7 13 -10 11 -12 12 -14 -15 -16 -17 -18 18 20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0021380220633883803 0.0020420867378106648 -0.00165795217881577 -0.0035989042246247324 0.0030214252860818031 -0.0035939632751391033 -0.0034878011403227309 -0.0035592046814107029 0.0029490994079375541 0.0022250995128375245 -0.0035121715868446806 0.0023782140154045019 0.001179103149125425 -0.0030436891502326697 -0.0017686178628840451 -0.002052937221930568 -0.0011335966004769387 -0.0035464550733933379 -0.0012509796922065088 0.0037523969473745727 0.0016467208004839332 0.0036006485566559042 0.00072366121781015057 0.00071277548348379284 0.0031583070766627039 0.0007385900895846173 -0.002952653234712486 0.0008380455824333658 -0.0035651477759915725 0.0035371427263043397 -0.0035419433554532594
leaf_weight=0.10709394840523601 0.53592195526289232 2.400671819028505 0.14717214261327161 0.30909692257409904 0.19179580334457558 0.16145055076049253 0.098325002240016945 1.1368204152386168 0.45479188257013436 0.54191256954800326 0.54333633181522589 0.83778524526860543 0.42532730958191678 0.18083905772073183 0.13445956166833628 0.15209394437260915 0.17299140138493374 0.40935278753750026 0.086483832681552131 0.87508973869262219 0.073350931517779938 0.14684631873387843 0.4331823608954436 0.06251052161678694 0.27873338223434985 0.89114281053479982 0.83970617130398684 0.21656325861113179 0.28914307434752118 0.10940492528607138
leaf_count=5 165 1659 104 13 25 62 9 315 150 89 77 43 31 21 10 12 98 30 4 59 4 8 21 2 41 480 274 52 18 29
internal_value=0 -0.000626638 0.000231126 0.000504382 6.07447e-05 0.000200272 0.000274349 0.00131237 -4.5933e-06 -0.000177027 0.00027048 -0.00107781 -0.000242836 0.00161095 0.00204033 0.00246733 -6.77807e-05 0.000119539 -0.000265394 0.000723222 -0.00117747 -0.00260907 -0.00129556 -0.001504 -0.00180782 -0.00255209 0.000509527 -0.00167804 0.00108132 0.00033316
internal_weight=0 5.04383 2.20998 2.0628 1.75371 8.19957 8.03812 1.70254 6.33558 5.88079 3.92891 1.95187 1.26311 1.60421 1.42337 1.28891 3.38558 3.21259 2.67666 1.28444 1.39222 0.688759 2.83385 1.30574 1.23239 0.953653 1.56191 0.323657 1.23825 0.949111
internal_count=3910 2200 520 416 403 1710 1648 367 1281 1131 960 171 74 358 337 327 883 785 620 89 531 97 1680 527 523 482 378 57 321 303
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=4 12 151 3 3 49 133 133 0 12 12 160 15 50 1 4 16 1429 16 16 47 52 42 47 10 1429 2 47 1429 4
split_gain=0.838666 0.626114 0.605659 0.487975 0.483786 0.462659 0.420514 0.564914 0.398022 0.383566 0.356171 0.362213 0.373508 0.337482 0.333614 0.44122 0.328799 0.322174 0.408071 0.339651 0.311648 0.304238 0.338056 0.289731 0.2765 0.332342 0.26838 0.369089 0.242337 0.33265
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.010319999999999998 0.10666500000000002 -0.072894999999999988 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.097510000000000013 0.084885000000000002 0.084100000000000022 0.024640000000000006 0.11901000000000002 0.092385000000000009 -0.065999999999999989 0.10994000000000002 0.084965000000000013 -0.17157499999999998 -0.30307999999999996 0.096475000000000019 -0.42035499999999998 0.085465000000000013 0.13135500000000003 0.043560000000000008 -1.0000000180025095e-35 0.14073000000000005 0.077735000000000012 0.084545000000000009 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 14 5 10 7 8 17 21 -3 12 -12 20 15 -1 26 18 19 -7 24 -10 -23 -11 25 -4 27 28 29 -5
right_child=2 4 13 16 -6 6 -8 -9 9 23 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00061117735826259718 -0.0012861646748359315 -0.001333225276147837 -0.00057277702023003272 -0.00037071886820748266 0.00039366054381448199 -0.0013904230449593891 -0.0013430565291230056 0.0011212165453442194 -0.0013809128918901906 -0.0013981368130223507 -0.0011020378698172891 0.0012142635073715648 0.00047217599829328004 -0.00071661015843540543 0.0010133340013974584 -0.00062922957249558688 -0.00076949633663857709 0.0011084225754379965 -0.0013497910468998932 0.00031020615156467183 3.5714017623325397e-05 -0.00024132817733585544 0.0010171507392316955 0.00039303903594152013 0.00024642739119805454 0.001395099384070169 0.00090268872175016247 -0.00076099316504458017 0.0010002727524188152 0.00038900920145145117
leaf_weight=1.4003671903628858 0.34708695975132275 0.29897362692281904 0.17735796212218824 2.5198805397376471 1.1902914838865388 0.34107213624520227 1.4728082476940469 0.36782108549959946 0.22456082678399991 0.70327852334594343 0.46172742906492181 0.54646501201204944 0.73741216538473964 0.33449649391695846 1.2571480209007857 0.87954186846036408 1.4026382786687461 0.13802788039902214 2.2808823565137573 0.62972355418605808 0.92935969657264639 0.89599907200317297 0.72951494250446558 0.22441406606230885 0.75462326931301493 1.8284010613569979 0.52559523168019939 1.3260389659553764 0.46297404961660493 1.9077105693286283
leaf_count=48 20 44 3 151 31 50 940 17 77 142 71 22 35 18 127 72 134 19 1180 21 40 44 32 7 67 278 44 77 21 78
internal_value=0 -0.000202547 0.000453467 1.99811e-05 -0.000433762 -0.000531733 -0.000680517 -0.000531205 -0.000629754 -0.000244577 5.10132e-05 0.000288095 -0.000133973 0.000603508 0.000445667 0.000132654 -0.000164881 -0.000945395 -0.00103258 -0.00028728 0.000723185 0.000116589 0.000323465 -0.000964841 0.000954641 0.00122109 -3.90982e-05 -0.000118723 5.5423e-05 -4.33758e-05
internal_weight=0 22.9249 4.37133 11.6819 11.243 10.0527 8.0081 6.53529 6.16747 2.77777 2.04458 1.7456 1.19914 4.02424 3.53706 2.27991 8.14484 3.38971 3.25168 0.970796 3.68974 1.85007 1.62551 0.927693 2.76038 2.00576 6.7422 6.2166 4.89057 4.42759
internal_count=3910 3484 426 752 2732 2701 2529 1589 1572 302 172 128 106 406 247 120 505 1270 1251 71 388 153 76 149 348 281 371 327 250 229
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=1456 151 1212 1 13 51 376 1456 12 130 151 3 132 52 38 160 130 41 1 3 454 12 160 4 3 401 160 15 3 133
split_gain=0.171179 0.183382 0.162447 0.164251 0.194118 0.190734 0.167551 0.187789 0.191472 0.172275 0.163044 0.151719 0.150188 0.220701 0.176663 0.193642 0.190286 0.179285 0.169619 0.2667 0.180566 0.177277 0.171755 0.225926 0.28043 0.147331 0.143255 0.151109 0.182215 0.29602
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.12864500000000004 -0.052124999999999998 -0.40274499999999996 0.048375000000000008 1.0000000180025095e-35 0.11655500000000001 0.079100000000000018 -0.52174999999999983 0.11265500000000002 0.079995000000000011 -0.27466499999999994 1.0000000180025095e-35 -0.098319999999999991 -0.0015749999999999998 0.07677500000000001 0.10339500000000001 0.090325000000000003 -1.0000000180025095e-35 0.10058500000000002 0.087825000000000014 0.0057500000000000008 0.090325000000000003 0.082755000000000009 0.084100000000000022 -0.10192499999999999 0.11476000000000001 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 7 8 9 10 -4 -7 13 -12 15 25 -17 18 20 -20 -18 22 26 -24 -25 -15 27 -22 29 -29
right_child=2 -3 3 4 5 11 -8 -9 -10 -11 12 -13 -14 14 -16 16 17 -19 19 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00084743432639550914 -0.0032325430693549164 -0.0032485753690677018 -0.0032545411556049184 0.0026757381762451513 -0.0032702223385468639 0.0020343105679976443 0.0012313232306490223 -0.0032335260698390612 -0.0024083148618192956 -0.0028910310351757691 -0.0026637611230451185 -0.00058350590378683867 0.0013167880278589091 -0.0023665245248453448 -0.0023486320651993266 -0.002208404697475185 -0.0032883716653415197 -0.0017320200287797192 0.0028235431315398411 0.00018871764151256174 -0.0019410516238000687 -0.0023436984628778428 -0.0023336953316269197 -0.0019168750255891109 0.0031150076351746173 0.0032445628181128057 0.0027716706788603663 0.00085944700532329991 0.0033658419371816323 -0.0032727993688005576
leaf_weight=0.16797074470377993 0.16187985793658022 0.34916581513971223 0.15868530111037493 0.48867247271118675 0.14074321300722659 0.47058229964750242 0.86741179623641151 0.21348437546112187 0.38393345893564479 0.22189215261460127 0.33332090281327609 0.44879165047314018 0.86260489095002491 0.46555401802469631 0.31507502548629407 0.30993284140275434 0.14957337906524415 0.39398400494246733 0.7432956329139413 0.85956422975868918 0.22667476160858457 0.24651336581155181 0.46676166908582661 0.20971825180458836 0.25422332435846329 0.054207418055739254 0.34788376998039883 2.1989929598567497 0.25894841086119402 0.19590086919197336
leaf_count=41 282 328 57 174 15 89 148 304 95 306 247 41 216 221 44 246 26 66 93 98 39 56 73 30 10 7 15 330 11 202
internal_value=0 -0.00191815 -2.67936e-05 1.5442e-05 0.000996091 0.00022184 -0.000126 -0.000245277 -0.000179219 -8.69296e-05 -1.81881e-05 0.000756426 3.95626e-05 -9.76383e-05 1.34912e-05 0.000114314 0.0002579 0.000374564 0.000509341 0.00141057 0.000192221 0.000310389 0.000467699 -0.000751449 0.000840416 -0.00178133 0.000819163 0.000583356 0.000798975 0.000521432
internal_weight=0 0.517137 12.4488 12.2869 1.54879 1.06012 10.7381 9.87073 9.65724 9.27331 9.05142 0.919374 8.89273 8.03012 7.6968 7.38173 6.86197 6.55203 6.15805 1.60286 4.55519 4.40562 4.1591 0.930703 0.463942 0.519761 3.2284 2.88052 2.65384 2.39489
internal_count=3910 369 3541 3259 319 145 2940 2792 2488 2393 2087 130 2030 1814 1567 1523 1295 1049 983 191 792 766 710 113 40 228 597 582 543 532
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 3 3 43 151 49 47 15 106 52 146 2 12 0 12 3 51 12 13 42 1429 0 4 47 12 0 38
split_gain=0.583108 0.474753 0.423044 0.388852 0.36519 0.44443 0.361321 0.342668 0.362916 0.374647 0.402389 0.366318 0.332707 0.332062 0.330845 0.312721 0.443684 0.312318 0.401501 0.281578 0.276924 0.274682 0.258825 0.257279 0.227384 0.221016 0.213429 0.20746 0.357701 0.197697
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 -0.115685 0.086245000000000016 -0.075819999999999985 -0.40391999999999995 0.092185000000000017 0.086785000000000015 0.035895000000000003 0.092305000000000012 0.12539500000000003 0.10949000000000002 0.086245000000000002 0.094045000000000004 -0.071924999999999989 0.085775000000000004 -0.084129999999999996 0.12342500000000002 0.08401500000000002 -0.079119999999999982 0.18621500000000002 -1.0000000180025095e-35 -0.25490999999999991 0.24280000000000004 0.085165000000000018 0.090840000000000018 -0.23029999999999998 -0.08781499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 26 6 15 -4 9 10 11 12 13 19 -7 16 17 18 -6 23 -20 -12 25 -9 -8 -23 -3 28 -16 -26
right_child=2 4 3 -5 5 14 24 8 -10 -11 21 -13 -14 -15 27 -17 -18 -19 20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0017925615448000775 -0.0019327389838917244 8.0112132473649314e-05 -0.00139697646486074 -0.0019300336261498349 -0.0019335310941312033 0.0015737602723957947 0.0020782496784472787 -0.00081528454152315487 0.0013383689370749239 -0.00033456776988906485 0.0011571418912188461 -0.0013487306801024557 -0.00031668496858519742 -0.0016603506713787778 0.00020916132873665891 -0.0019579241476044983 0.00090412040015200139 -0.0019342993382586112 -0.00063921538734461715 -0.00020317380788623468 0.0015510942434737789 -0.0018482443346919605 0.0012895364870222825 0.0015852305022676354 0.00076847574152676199 0.00050045892602603782 0.0015910372716094576 0.00049293733597328743 -0.0017601655958401857 -0.0015897174759654834
leaf_weight=0.85970765253296022 0.33528988918987934 2.2501102998503479 0.4126185807399424 0.2916342021198951 0.34301444297307171 0.47790000378154252 0.069213703274725424 0.17463551473337569 1.3018194172764186 2.7728717181016691 0.31498858786653716 0.28070406836923201 0.68498476746026415 0.15029252413660277 0.77197195589542433 0.40356465699733224 0.96270320808980447 0.54169294764869858 0.40048198902513854 0.43045432888902713 0.45684665135922842 0.66435425053350605 0.16745244059711695 3.0117081612115779 0.13935135770589013 0.19062534731347114 0.40837004006607447 0.98809802252799261 0.61077998043037929 2.3123604556021813
leaf_count=484 144 163 31 35 124 22 1 6 94 159 24 19 49 3 28 153 61 315 39 16 25 127 14 468 5 6 20 22 48 1205
internal_value=0 -0.000415862 0.00019443 0.000260169 -0.000309584 -0.000504561 -0.000817736 0.00032067 0.000390531 0.000250997 0.000518483 0.000781646 0.000915967 0.0011401 0.000114283 -0.000379035 -0.000143455 -0.000722377 -0.000175459 0.00125648 0.00052794 -0.000412784 -0.000896444 0.00145366 -0.00135866 -0.00132458 0.000312206 -0.000179909 -0.000660717 -0.00145568
internal_weight=0 11.9962 11.1844 10.8491 11.1365 8.47798 5.62923 10.5575 10.1449 8.84307 6.0702 4.73278 4.45208 3.76709 2.84875 3.1083 2.70474 1.74204 1.20034 3.6168 0.857329 1.33742 1.02243 3.18634 2.52093 0.85498 2.65848 2.37085 1.38275 2.45171
internal_count=3910 2715 1195 1051 2231 2048 1928 1016 985 891 732 561 542 493 120 717 564 503 188 490 64 171 147 474 1211 133 183 98 76 1210
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=1 0 3 12 12 160 1186 39 3 51 46 48 2 51 50 47 474 158 4 4 47 43 15 52 0 122 31 13 47 48
split_gain=0.156454 0.231162 0.182094 0.158056 0.290078 0.157208 0.151393 0.158955 0.199954 0.172333 0.180765 0.160395 0.229846 0.217204 0.186151 0.175502 0.157997 0.158225 0.179749 0.273728 0.208184 0.374569 0.20509 0.241263 0.168874 0.157136 0.147478 0.141402 0.141297 0.133204
threshold=0.076710000000000014 -0.070894999999999986 0.11476000000000001 0.085775000000000004 0.08401500000000002 -1.0000000180025095e-35 0.084100000000000022 0.085060000000000011 0.31335500000000011 -0.40274499999999996 0.086210000000000009 0.12675000000000003 0.1178 0.14083500000000002 0.10625000000000001 0.13206500000000002 -1.0000000180025095e-35 0.11034000000000001 0.0057500000000000008 -0.0010999999999999996 0.09252500000000001 -0.069494999999999987 0.084565000000000015 -0.0066199999999999991 -0.087749999999999981 0.10299000000000001 0.090115000000000015 -0.5337599999999999 0.097435000000000008 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 11 -9 25 12 14 -13 15 16 -2 18 19 22 -20 -22 23 29 -25 26 -11 -3 -29 -18
right_child=6 27 -4 -5 5 -7 -8 9 -10 10 -12 13 -14 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0029630413876882101 -0.0033897181800892563 -0.0033703898159711493 0.00083829741689817874 -0.0032753688574243592 -0.0032735660320482433 0.0014372071275586126 0.003193182089248868 -0.0033075302747694324 0.0027577904617975728 0.0026310104692270487 -0.0020872410812955693 -0.0033784074001021124 0.0019324755234417755 0.00039259879442184376 -0.0032823006013707463 -0.0033757844971405971 2.855847721720792e-05 -0.0032858045333914272 0.0014695471150670289 -0.0030526989475967077 0.0021903618011336369 -0.0021348226415617939 -0.0032806963048291069 0.0031279253891734462 -0.00011726693902967941 -0.0028558399640239464 -0.0023854439533765688 -9.7084997583672477e-07 0.0029136538059684317 -0.0026351010938235006
leaf_weight=0.47319723897817201 0.14361882671073445 0.12085087038576636 0.30384507682174433 0.57759349920524983 0.092000512900995091 0.41654404028668068 0.17103392277204044 0.085505363647825905 0.2515170425758696 0.90187658672220983 0.13322635972872365 0.37185179308289651 0.57047673960914824 0.28855364711489528 0.20620365376817051 0.1709226548555306 0.81079889522516058 0.14433266194100713 1.6438509928993883 0.3687747814401513 0.34490605785686057 0.55687056506576471 0.18283834704925528 0.42407547663606238 0.28535104103502718 0.067684914916753769 0.066968913684831932 2.0411660898098511 0.19372149315313425 0.26497168623609468
leaf_count=261 93 4 13 1060 152 156 31 10 123 307 11 49 104 20 172 17 180 68 158 78 25 48 279 39 35 4 8 344 18 43
internal_value=0 -0.000613093 -0.00147153 -0.00192162 -0.00112516 0.000584984 0.000155856 9.31555e-05 -9.77397e-05 0.00116224 0.00148896 -0.000203696 -3.88611e-05 -0.00173073 -0.000241583 -0.000124195 -1.67036e-05 7.96662e-05 0.000179155 -0.000474002 0.000778734 -0.000480552 9.19959e-06 0.000346148 0.00182262 0.00194862 0.00228426 6.58567e-05 0.000251671 -0.000627524
internal_weight=0 4.21892 1.86318 1.55934 0.981742 0.508545 8.45621 8.28518 7.02991 1.25526 1.16976 6.7784 6.11799 0.660405 5.54752 5.34131 5.17039 5.02677 4.88244 2.33681 2.54563 0.901777 1.96804 1.7852 0.709427 1.03653 0.968846 2.35574 2.23489 1.07577
internal_count=3910 2008 1642 1629 569 308 1902 1871 1531 340 330 1408 1339 69 1235 1063 1046 953 885 654 231 73 576 297 74 319 315 366 362 223
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=52 133 1456 151 1213 475 1 146 14 11 403 456 0 13 151 124 4 4 43 48 0 0 15 3 151 49 157 38 159 47
split_gain=0.148462 0.170463 0.152924 0.169698 0.150749 0.150072 0.14804 0.181416 0.158567 0.149026 0.14638 0.14664 0.142927 0.150307 0.152005 0.152356 0.140531 0.169744 0.140514 0.211081 0.166673 0.250392 0.236748 0.161689 0.151563 0.269406 0.175949 0.163951 0.16519 0.154865
threshold=-0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.11561500000000001 0.11615000000000002 0.088250000000000009 0.095930000000000015 -0.084084999999999979 0.084065000000000015 -0.017269999999999997 -0.052124999999999998 -0.27336999999999995 -0.52484999999999993 0.074650000000000008 0.22584000000000001 -0.07526999999999999 0.086665000000000006 -0.066689999999999985 -0.11524 0.083935000000000023 -0.084129999999999996 0.089560000000000015 -0.088329999999999978 -0.072409999999999988 0.084445000000000006 0.10519500000000001 0.10664500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 12 9 10 -6 18 13 14 -8 -16 -15 -18 19 20 21 -12 -23 -24 25 -20 -27 28 29 -28
right_child=1 2 4 -5 6 -7 7 -9 -10 -11 11 -13 -14 16 15 -17 17 -19 24 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0023739837539462467 -0.0030548266449263606 0.00092949332041029073 0.0035705220655785808 -0.0035520770826318079 -0.0029635347651161231 -0.0028052819212252278 -0.0035685561139191069 -0.0030099636777478219 -0.0035813770021733346 -0.0031083812190078539 0.0025584235154647063 -0.0022285129533455282 0.0034591490552606154 0.0017173370814684704 -0.0035940686284014031 0.0031173811790296767 -0.0035945925999121189 0.00022305818676079581 -0.0028954907684226503 0.0027058294839411444 0.0015970580625639878 -0.0023366572530805676 -0.0035369028496450745 0.0033111579925277522 0.0026443656725838897 0.0020441890974153701 0.00031536859630994013 -0.0036527939805802356 -0.0033175063649729625 -0.0026996311923362755
leaf_weight=0.34708885803411327 0.22770830976514744 0.16201800266571809 0.052517671138048172 0.29694068464595602 0.18796695542549891 0.35810142114495924 0.053068409441039299 0.1320018908008932 0.15288613475422685 0.18262651341501701 0.26656933833146512 0.30147681770176848 0.3089583543187483 0.39976209492306203 0.045193129684776401 0.5871486375981475 0.20502645231317729 0.48938403881038539 0.42242541328595784 0.63260401046863979 0.82512791216140002 0.70402481180644827 0.055750926665496081 0.18377800533926347 0.24250637678778719 0.4877476382389333 3.2853321259245045 0.16348766942974169 0.18229197274195019 0.22589182047522616
leaf_count=353 227 35 4 280 424 522 6 8 39 22 45 138 105 47 4 214 19 66 37 129 84 322 56 47 30 67 503 12 41 24
internal_value=0 -3.67996e-05 2.2482e-05 -0.00197003 0.000104619 -0.00198982 0.000184821 0.000994655 -2.66777e-05 3.84109e-05 0.000108778 0.000181155 0.00124776 0.000863833 0.00215719 0.00263772 5.36486e-05 -0.000904113 0.000275776 0.000928746 0.000376387 -0.000455933 -0.00130754 0.00171726 -7.19568e-05 -0.000210136 5.09518e-05 -0.000201108 -4.83249e-05 0.000121401
internal_weight=0 11.8203 11.5926 0.458959 11.1337 0.410619 10.723 2.22054 8.50249 8.34961 8.16698 7.97901 2.08854 1.77958 0.68541 0.632342 1.09417 0.69441 7.67754 2.66786 2.03525 1.21012 0.943554 0.239529 5.00968 4.76718 4.34475 3.857 3.69352 3.51122
internal_count=3910 3557 3330 315 3015 526 2489 469 2020 1981 1959 1535 461 356 224 218 132 85 1397 683 554 470 425 103 714 684 647 580 568 527
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 52 0 3 15 39 47 48 50 4 46 128 4 12 12 124 4 43 158 15 151 2 4 31 42 159 150 49 43 131
split_gain=0.908384 0.632641 0.599913 0.778047 0.558144 0.517965 0.557775 0.546038 0.61086 0.505958 0.460283 0.416976 0.396477 0.53388 0.391385 0.491447 0.467345 0.698224 0.406352 0.381668 0.407743 0.37475 0.565193 0.329667 0.325087 0.321901 0.441837 0.382229 0.435319 0.29455
threshold=0.094385000000000011 -0.27466499999999994 -0.074249999999999997 0.086245000000000016 -0.008624999999999999 0.085220000000000004 0.09252500000000001 0.12862000000000004 0.11515000000000002 -0.012939999999999998 0.092020000000000005 0.084980000000000014 0.39574000000000004 0.085775000000000004 0.098845000000000016 0.11158000000000001 -0.49837999999999999 -0.46376499999999993 0.094245000000000009 0.05377500000000001 -0.081594999999999987 0.10113500000000002 -0.070414999999999991 0.090115000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093425000000000022 -0.074904999999999985 0.10350000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 3 12 -5 6 7 8 9 19 23 -11 13 -1 16 -16 17 -4 21 20 -3 -18 -23 24 -7 -8 -27 28 -28 -2
right_child=1 5 14 4 -6 10 25 -9 -10 11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00050023098231513651 -0.0010645250325339425 -0.00072039619379393694 0.00086302995713583431 -0.00036353581324626027 0.00090545740054346821 -1.2690050908436513e-06 -0.0013524326990177454 -0.00079210616731802792 -0.0011642642588762324 0.00087065357488498737 -0.00095106018193519422 -0.00074730037920253526 0.0013636422694115033 -0.0012737558874188586 -0.0011457859852198997 0.0014651073918994259 0.00083788165106450717 -0.0013652659095914571 -0.0010420024626945784 -0.0011255982011422563 0.00092479670916427426 0.00079653405541854551 -0.0010421966237007907 -0.00093058640479441854 0.001312181304402275 -0.0013741992000805977 0.00055937127647779446 0.0011040501742331922 -0.00086709931190603635 0.0006877731598031485
leaf_weight=4.1037500919774157 0.98145915614440926 0.42428332986310124 0.38057957217097282 1.6599858734989541 0.96426827833056439 0.40403097867965776 0.49116170103661749 0.7100867275148629 0.39570422656834114 4.2170305554755041 0.24753921572118986 0.30027605849318195 0.15301150269806374 2.5434368079295382 0.81897047386155453 0.15013033524155617 2.3280089090403671 0.70753045380115487 0.31572842865716655 0.46001974685350422 0.70664284005760858 0.61713686655275524 0.56218872877070658 0.15379827073775221 1.8503367290832096 0.44422275898978192 0.67156713572330862 0.49198147421702731 0.85684283333830424 0.20388463535346091
leaf_count=706 160 15 8 59 33 21 58 23 63 297 9 14 7 1343 195 2 142 81 33 79 49 16 90 8 276 24 27 20 41 11
internal_value=0 0.000164127 -0.000303364 -0.000510825 0.000102749 0.000249824 0.000113592 0.000312454 0.000433048 0.000536525 0.000771515 0.000763104 -0.000747609 -0.000796208 2.91384e-05 -0.000741314 0.000181169 -0.000585893 0.000399487 -0.000106822 0.000307579 0.00052925 -7.99954e-05 0.000948582 0.00107678 -0.000371765 -0.000176332 8.70424e-05 -0.000240323 -0.000763122
internal_weight=0 14.0109 15.3047 9.42445 2.62425 12.8255 10.1698 7.21404 6.50396 6.10825 2.65571 4.51731 6.8002 6.64719 5.88027 0.969101 4.91117 1.08811 3.82306 1.59095 1.13093 3.50733 1.17933 2.40817 2.25437 2.95578 2.46461 2.02039 1.52841 1.18534
internal_count=3910 1195 2715 2148 92 1024 710 540 517 454 314 311 2056 2049 567 197 370 89 281 143 64 248 106 305 297 170 112 88 68 171
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=160 484 150 15 402 1 14 16 123 133 155 42 48 133 2 454 158 124 1 131 49 3 13 13 148 133 151 15 52 2
split_gain=0.148699 0.148662 0.244422 0.153872 0.14923 0.144932 0.222315 0.211664 0.153806 0.196656 0.183406 0.15338 0.154517 0.153321 0.147983 0.136548 0.141537 0.138543 0.150569 0.194909 0.184261 0.252669 0.228334 0.215919 0.169849 0.169583 0.189294 0.200662 0.206537 0.346532
threshold=-0.40446999999999994 -0.0043499999999999988 0.097030000000000019 -0.46970499999999993 0.10668000000000001 0.13662500000000002 0.077685000000000018 0.15100500000000003 1.0000000180025095e-35 -0.084614999999999982 0.088505000000000014 -0.10770999999999999 0.12675000000000003 0.10681500000000001 0.17730000000000004 -1.0000000180025095e-35 0.084965000000000027 -0.089334999999999984 0.10113500000000002 0.08518000000000002 -0.085974999999999982 -0.11266 -0.10241499999999999 -0.084084999999999979 -0.07990499999999999 0.087330000000000019 -0.080994999999999998 -0.095799999999999982 0.091715000000000005 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -10 11 -5 13 15 -15 -13 17 -17 19 20 21 -19 -22 -24 -20 26 -25 -28 -29 -30
right_child=1 3 -4 4 -6 7 -8 -9 9 -11 -12 12 -14 14 -16 16 -18 18 24 -21 22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-0.0019767057971742351 -0.0020048010547463265 0.0029481730901917734 0.0019359799335139541 -0.0021175262569382855 -0.0028941591903935953 0.0030028082109842995 -0.002487799534142761 -0.0002608513458140035 -0.0025498793312745539 0.0015998668414854355 -0.002951658406139957 -0.002484855947118694 -0.0017956046124177505 -0.00285753349330769 0.0030687204805014147 -0.0026500332219869141 -0.0015755370816275622 0.0014591216018195192 -0.0016484824350270456 -0.002947509758843839 0.0018110973556849294 -0.0024926317975674157 -0.0025269269906828614 0.0023369489321000145 0.0014201697605975452 -0.002979730082165634 -0.0018885385005148181 0.0009937200123521805 -0.0031890827547418174 0.0027449341631607858
leaf_weight=0.34585964454891005 0.67274303294834581 0.15696112804289342 0.16932552441721782 0.28653800290703024 0.14850924649363229 0.34160095966945014 0.30536794418003488 0.34159578528488055 0.11034012987511232 0.88885072924313213 0.18624171442206794 0.15523242134075577 0.36596593483409368 0.24017781526708848 0.042646747082471848 0.12694115760676528 0.331972147032502 0.2070240555331111 0.17038863181369368 0.16661789425415907 0.89969747650319787 0.42364673198607405 0.24147893850021418 0.41389846957462628 1.7199706704413982 0.12528530527197279 0.3422165146039261 1.6495674530161246 0.27469347808073497 0.12222027775715105
leaf_count=305 588 125 22 136 180 104 74 50 24 194 195 37 53 339 1 24 111 10 21 141 59 65 257 37 194 54 69 354 64 23
internal_value=0 -2.59914e-05 -0.00121238 6.66334e-05 2.40798e-05 6.54326e-05 -2.5611e-05 0.00137099 5.36035e-05 0.00114161 -7.44081e-05 -9.89425e-06 6.54104e-05 0.000154396 -0.00196392 0.000235677 0.000294205 0.000384376 0.000441385 0.000168615 0.00027909 -0.00119543 0.000507628 0.000137608 0.00114358 0.000357367 0.000506546 0.000189386 0.00053686 -0.00136184
internal_weight=0 11.6277 0.842069 10.7856 10.6287 10.4802 9.79698 0.683197 9.49161 0.999191 8.49242 8.30618 8.01964 7.65368 0.282825 7.37085 7.21562 6.88365 6.75671 4.86635 4.69973 0.630671 4.06906 3.16936 1.89036 2.92788 2.8026 2.3887 2.04648 0.396914
internal_count=3910 3605 610 2995 2870 2690 2536 154 2462 218 2244 2049 1913 1860 340 1520 1483 1372 1348 1133 992 75 917 858 215 601 547 510 441 87
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=4 12 151 14 132 38 124 13 52 158 42 1 42 0 52 4 4 40 160 52 15 0 16 50 12 13 47 146 0 52
split_gain=1.11518 0.875725 0.535802 0.480247 0.528455 0.447902 0.603909 0.472898 0.514428 0.442961 0.536125 0.576407 0.55854 0.53066 0.692095 0.439562 0.409104 0.38616 0.369343 0.561598 0.502172 0.388758 0.335671 0.332302 0.301976 0.53649 0.289439 0.318615 0.28573 0.489936
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.088250000000000009 0.080815000000000012 1.0000000180025095e-35 -0.048219999999999992 -0.075169999999999987 -0.092854999999999979 0.084965000000000027 -1.0000000180025095e-35 0.12263000000000002 0.09901500000000002 -0.070894999999999986 -0.42035499999999998 -0.23071499999999998 0.25367000000000006 -0.067204999999999987 -1.0000000180025095e-35 -0.090304999999999983 -0.088379999999999986 -0.12329499999999999 -0.19424999999999998 0.13146500000000003 0.084575000000000025 -0.26418499999999995 0.096475000000000019 0.10949000000000002 -0.10071499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 17 -9 10 16 12 13 18 -15 -16 -3 -8 21 -20 -21 -12 -10 26 -22 -26 27 -4 29 -24
right_child=2 9 23 -5 -6 -7 7 8 22 -11 11 -13 -14 14 15 -17 -18 -19 19 20 24 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00070915605518920223 -0.0012244579686282787 -0.0013720551462490967 0.001037255618938201 -0.0014067985026257552 0.00096832947749126786 -0.0010197677674035404 -0.00078428230459872826 -0.0011461533956655244 -0.00084238022099807747 -0.0012769643791103844 0.00050163477204975598 0.00098014039595831193 -0.0013806227915958648 -0.0013595877234794463 -9.2290708670886851e-05 0.00098808702337595971 0.00053100494527446316 0.0011723308521691112 -0.0013716628319195825 0.00077320518915459813 0.0004176359412313038 -0.0013634881784211827 -0.00014015373304824703 -0.0010123530820297395 0.0014781896856178771 -0.0012027635065582989 9.8668520822332295e-05 -0.00092565945913839647 -0.00036653276229461446 0.00090863882201804534
leaf_weight=2.0667476279195354 0.30475870938971628 1.446904299926248 2.7891550807980821 0.41372810129541981 1.0890118000097579 0.7551445505232558 0.23635892570018768 0.96540020318934328 0.91708064579870097 1.1567094361525949 0.24067066295538087 0.62132529495284039 0.88608782234951 0.45887126855086569 1.4165268477518114 1.3286494046333173 0.23971938341855992 0.82321133080403874 0.67889130557887201 0.97436597326304664 0.50761372875422273 1.3155703631346112 2.0268984402064194 0.21322603151202191 0.15762879699468468 0.98521237331442657 1.0240292354719711 0.15913185104727734 1.9756499169161736 1.3516015913337467
leaf_count=159 20 812 349 27 64 56 20 101 36 274 19 38 322 135 41 42 12 76 164 45 41 506 75 13 2 279 40 4 85 53
internal_value=0 -0.000227411 0.000502813 2.28702e-05 7.13251e-05 -1.6536e-05 5.65691e-05 -0.000106003 -0.000229268 -0.000481847 -0.000400152 -0.000276552 -0.000363793 -0.000252061 0.000174221 0.000430606 -0.00110157 0.000735868 -0.000533099 -0.000277809 5.10905e-06 -0.00107505 -8.81216e-05 0.000628579 -0.000448346 -0.000832987 0.000716661 0.000931309 4.10709e-05 0.000279426
internal_weight=0 25.0356 4.4903 12.6208 12.2071 11.1181 10.3629 8.2962 7.23663 12.4147 11.258 9.57141 8.95009 8.064 3.20405 2.74518 1.68662 1.05957 4.85995 3.30371 2.62482 1.55624 6.27123 4.18554 1.65045 1.14284 3.97232 2.94829 5.35415 3.3785
internal_count=3910 3484 426 752 725 661 605 446 350 2732 2458 1634 1596 1274 218 83 824 96 1056 531 367 525 249 406 322 281 393 353 213 128
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=1 39 3 3 48 51 47 4 50 3 46 122 2 31 132 3 150 0 149 51 42 1374 124 2 15 13 3 14 16 43
split_gain=0.914143 0.555384 0.57991 0.506588 0.477824 0.443293 0.426949 0.789596 0.424747 0.420335 0.390141 0.380679 0.374303 0.374116 0.368311 0.324471 0.301182 0.369897 0.296438 0.341488 0.338807 0.310532 0.284961 0.271544 0.254099 0.220211 0.230615 0.212871 0.198863 0.185973
threshold=0.094485000000000013 0.085220000000000004 0.16699000000000003 -0.115685 0.12675000000000003 -0.40274499999999996 0.09252500000000001 -0.012939999999999998 0.10976000000000001 0.086245000000000016 0.092020000000000005 0.089350000000000013 0.086245000000000002 0.090115000000000015 0.080815000000000012 -0.074234999999999982 0.083295000000000022 -0.060094999999999989 0.10096000000000001 -0.07174999999999998 -0.097204999999999986 0.09309000000000002 -0.036134999999999994 0.089785000000000018 -1.0000000180025095e-35 -0.42334499999999992 0.31335500000000011 0.018455000000000003 0.24895000000000003 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 16 6 -3 7 14 18 22 11 13 -11 -7 27 -8 17 -1 19 -9 -21 -22 24 -14 -5 26 -4 -2 -25 -24
right_child=1 5 25 9 -6 10 15 8 -10 12 -12 -13 23 -15 -16 -17 -18 -19 -20 20 21 -23 29 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013036684593489228 -0.0015035610014475717 -0.0017215890367350075 -0.0013805917179801734 -0.0010165374454127066 -0.0014057803811126988 0.0015129361405980491 -0.00035400393373770237 -0.00067574766618083053 -0.0013720863745763645 0.00088442894224796198 -0.0012785224510920938 -0.00076264590740160009 -0.0015945985620563245 -0.0012736266333216251 0.0014454064428853618 -0.0015458725391163416 0.0010833773342383188 -7.0855189798374747e-06 -0.0010066572438657872 -0.00083106963316481141 0.0012989311979214797 -0.00060902361066547228 -0.00099822645304919067 -0.00013408351574731883 0.00076689780885006527 0.0016914451744651838 0.0009818744815463683 0.00070227847179803974 -0.0012333007080431078 -0.0015078344845066256
leaf_weight=0.9003970736521304 1.3596280389465358 0.2270372258499268 0.18552433117292821 0.5369454410392791 1.3999608829617507 1.5484896140405902 1.3496217465726661 0.45491460058838251 0.37112470646388818 0.48173546569887493 0.24140615109354246 0.30092148529365648 0.71667833812534842 0.14656814793124784 0.14863276400137682 1.1984173965174703 0.42458822415210296 1.905549770221113 0.32712729461491097 0.28575277817435729 2.149445229792033 0.26645116228610266 3.8569589323597011 1.7401516318786892 0.37853049999102673 0.45857589162187729 0.30134206538787112 0.13351982063613821 0.62047054176218797 4.1115102785406696
leaf_count=139 229 10 7 52 63 285 76 20 24 31 9 11 42 8 21 70 20 70 9 10 162 17 897 54 16 79 62 15 22 1380
internal_value=0 -0.000213568 -0.000382327 -0.000813331 -0.000506935 0.000497921 -0.000350514 -8.90337e-05 0.000323309 -0.000966041 0.000723145 0.000965239 -0.000481958 0.00127199 -0.00105719 -0.000914575 -0.000225143 -0.000423145 0.000503923 0.000660471 0.000885469 0.0010885 -0.00115997 -0.000695859 -0.000279124 0.000862456 8.16379e-05 -0.00130631 -0.000423004 -0.00126117
internal_weight=0 12.8545 10.39 15.6735 9.4446 2.46442 8.04464 5.4966 3.85482 12.443 2.23739 1.99598 3.55904 1.69506 1.64178 2.54804 3.23054 2.80595 3.48369 3.15656 2.70165 2.4159 8.88395 3.0773 0.915476 0.945442 0.486866 1.49315 2.36062 7.96847
internal_count=3910 1187 864 2723 716 323 653 507 242 2494 313 304 149 293 265 146 229 209 218 209 189 179 2345 118 68 148 69 244 76 2277
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=1 0 2 16 132 376 47 128 50 1373 2 13 0 2 12 42 40 40 16 4 48 4 15 52 149 16 1 49 160 16
split_gain=1.24656 0.933747 0.680498 0.618659 0.607323 0.558455 0.467544 0.579364 0.512552 0.459509 0.455624 0.457866 0.468947 0.424624 0.554239 0.416568 0.402114 0.420104 0.417945 0.392963 0.592962 0.57846 0.639869 0.511337 0.407683 0.381657 0.361655 0.369423 0.359228 0.362387
threshold=0.085835000000000009 -0.070894999999999986 0.14808000000000002 0.070590000000000014 0.079995000000000011 0.084770000000000026 0.086425000000000016 0.086435000000000012 0.10625000000000001 0.09586500000000002 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.08400500000000001 0.080120000000000011 0.091955000000000023 0.057150000000000006 -0.078179999999999986 0.67964000000000013 0.0057500000000000008 0.12862000000000004 -0.0010999999999999996 0.085595000000000018 -0.088354999999999989 0.10096000000000001 0.3935300000000001 0.11561500000000001 0.089635000000000006 -1.0000000180025095e-35 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 7 8 9 19 13 12 -12 14 -1 25 17 -5 -19 21 24 22 23 -2 -21 -3 27 -8 29 -25
right_child=2 15 -4 16 -6 -7 26 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00030451357771958036 -0.00059961759999303246 0.00025878733474677675 0.001074494310943874 0.0012945783304713883 0.0010214863424555781 0.0011404825371656906 -0.00094204849229855665 -0.001320270539057444 -0.0010067319868520923 -0.001335611168163332 -0.0012370807684770489 -0.0011338743257585362 0.00029239145343485404 0.0014505793670630445 -0.0012812588024582283 -0.00072270746557767955 0.00084337369308854773 -0.00099884997197114897 0.00084056730285595577 0.00088272342799685559 -0.00085224934266934886 -0.00089098475214646083 -0.0012857450401327639 -0.00055413701029281251 -0.00061679504374731182 -0.00097691129855337648 0.00015166925294915473 0.00044758218123177348 0.0010982137943445496 0.00097697823046483112
leaf_weight=0.78587744920514679 0.58407791343051974 4.0064515569829382 1.0614281294401724 0.16086349741090167 1.1385712490300637 0.72706225502770472 1.845056029502304 0.41917162120807994 0.53083536186022762 0.27568621234968382 0.51808837649878114 3.9794593436527053 0.85588044940959773 0.22862211184110481 0.64690413657808676 1.147292671841569 0.31021455489099015 2.1099827210418876 0.21955829870421428 3.5140561922453348 0.40719550475478161 0.83166361111216147 0.37301699450472359 0.56035330856684595 0.31833102647215117 0.4473166147363371 1.213639812543988 0.36969129869248707 1.5555780153954375 0.44768384599592581
leaf_count=31 36 190 140 14 105 83 126 79 103 15 43 1465 48 12 189 166 7 288 15 235 6 66 185 23 8 56 52 21 75 28
internal_value=0 -0.000427247 8.73806e-05 2.88872e-05 0.0001304 5.77916e-05 -1.63631e-06 0.000139231 0.000204324 0.000276821 -0.000735695 -0.000915838 -0.000284333 -0.000155234 -0.000411466 -4.09434e-05 -0.000518859 -0.000688544 -0.000825486 0.000328558 0.000603494 6.07472e-05 0.000285566 0.000471774 0.000758168 0.000134679 -0.000405028 -0.000710088 0.000715873 0.000125853
internal_weight=0 12.6159 18.9737 17.9123 15.1117 13.9731 13.246 9.81765 9.39848 8.86764 7.01483 5.35343 1.37397 1.6614 1.43278 5.60106 2.80062 2.4904 2.32954 8.59196 4.23958 4.35237 3.52071 3.14769 3.83239 4.45377 3.42839 2.21475 2.56362 1.00804
internal_count=3910 2200 1710 1570 1246 1141 1058 859 780 677 1788 1556 91 232 220 412 324 317 303 662 249 413 347 162 243 246 199 147 126 51
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=1 484 3 3 43 52 2 47 12 0 12 3 2 15 48 46 50 106 149 4 3 0 4 40 159 150 2 43 47 156
split_gain=0.489955 0.439586 0.366325 0.42978 0.393024 0.349467 0.332721 0.306562 0.304614 0.467426 0.305161 0.358261 0.293823 0.356396 0.409577 0.412871 0.418332 0.40709 0.379781 0.303288 0.276148 0.257478 0.238041 0.235524 0.295296 0.245051 0.344895 0.371472 0.233427 0.217275
threshold=0.094385000000000011 -0.0043499999999999988 -0.115685 0.086245000000000016 -0.075819999999999985 -0.42985499999999993 0.086245000000000002 0.09252500000000001 0.094045000000000004 -0.071924999999999989 0.085775000000000004 -0.084129999999999996 0.14808000000000002 0.024640000000000006 0.12862000000000004 0.092020000000000005 0.11843500000000001 0.092305000000000012 0.11234000000000001 0.22584000000000001 -0.08348499999999999 -0.25490999999999991 0.035895000000000003 0.028705000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099675000000000014 -0.066289999999999988 0.085165000000000018 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 -1 28 4 8 -2 -5 12 9 10 11 -4 13 14 15 16 17 18 29 -15 -13 -6 -22 24 -9 -26 27 -27 -3 -7
right_child=5 2 3 6 21 7 -8 23 -10 -11 -12 20 -14 19 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0015392607660322109 -0.0016644044046143847 7.4235967610883396e-05 -0.0016654022113897177 0.0013753742005846985 0.0018112099490571745 0.0012415227285147831 -0.00014782051405988258 -0.0016851758731653347 -0.0016845032897240494 0.00084107647628617116 -0.0016655385643027307 0.0017334908869136223 0.0016818117580635554 -0.0010676146743394174 -0.00099646637795032717 -0.0017096249227986076 -0.0013133620160098278 -0.0011294848066820923 -0.001118300413255331 0.0006779740781903726 -0.0014320297515785277 -0.0012509225708308336 0.00078344796027633528 0.0012903422685628925 -0.0013456597232229116 0.00041739872158585815 0.0010390577591462109 -0.0013028296147111638 0.0014203902613276122 -0.00059541344157877521
leaf_weight=0.77751001293654454 0.27967933844774862 2.1936341370455916 0.30464732841937803 0.47668729361612383 0.077764905989168631 3.4968428293941534 2.2673013621242717 0.39384660270297978 0.36897822655737389 0.96364347354392355 0.51780389976920571 0.29188950773095712 0.46663789951708157 0.81555216104607076 0.44951567891985167 0.19330274662934233 0.25085018516983826 0.25707603467162687 0.2148183948593213 0.41122056334279478 0.25421443622326501 2.5007080570503657 0.27981871273368597 0.2615766068920492 0.38983104086946818 0.73272067983634903 0.69468914356548328 0.65121083334088126 0.42183077585650597 0.18627390277106304
leaf_count=484 144 163 124 22 1 452 98 61 153 61 315 8 117 155 12 11 27 18 6 15 38 1210 18 13 26 40 49 40 20 9
internal_value=0 -0.000335257 -0.000249523 -0.00041989 -0.000684779 0.000162427 0.00011679 0.000214214 -0.000274962 -7.5848e-05 -0.000611884 -0.000129308 0.000413068 0.000318726 0.000513411 0.000660984 0.000764992 0.000890468 0.00102369 -0.000482484 0.000437291 -0.00115857 -0.00027118 -0.000214962 -0.000352527 -0.000139901 8.62313e-05 -0.000392057 0.000291348 0.00114862
internal_weight=0 11.6964 10.9189 8.30346 5.55947 10.1456 2.74399 9.86597 2.981 2.61202 1.64837 1.13057 6.74209 6.27545 5.04868 4.59916 4.40586 4.15501 3.89794 1.22677 0.825923 2.57847 0.534033 3.12387 2.8623 2.46845 2.07862 1.38393 2.61546 3.68312
internal_count=3910 2715 2231 2048 1928 1195 120 1051 717 564 503 188 822 705 535 523 512 485 467 170 64 1211 56 229 216 155 129 80 183 461
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=1 484 39 3 0 3 4 2 4 43 42 46 12 4 48 47 4 48 50 159 2 3 3 12 1 43 2 51 13 16
split_gain=0.983514 0.595358 0.571823 0.563925 0.544619 0.96267 0.466255 0.752722 0.66795 0.538466 0.434148 0.521128 0.430711 0.470677 0.42164 0.419015 0.729318 0.448317 0.48693 0.409353 0.34711 0.336156 0.419982 0.521027 0.336634 0.328383 0.348094 0.319109 0.306338 0.301579
threshold=0.094385000000000011 -0.0043499999999999988 0.085220000000000004 0.31335500000000011 -0.072559999999999986 0.086245000000000016 -0.49837999999999999 0.10113500000000002 -0.070414999999999991 -0.52334499999999984 -1.0000000180025095e-35 0.092020000000000005 0.085775000000000004 0.39574000000000004 0.086285000000000014 0.09252500000000001 -0.034289999999999994 0.12862000000000004 0.10976000000000001 0.092630000000000018 -1.0000000180025095e-35 -0.074234999999999982 -0.075954999999999981 0.089855000000000004 0.13962500000000003 -0.079109999999999986 0.10045500000000002 -0.07174999999999998 0.095355000000000009 -0.55207499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 12 9 19 -9 -6 -4 29 -3 -14 -7 16 20 18 25 -8 -2 22 23 -17 -23 26 -18 -27 -25 -12
right_child=2 4 10 -5 6 14 7 8 -10 -11 11 -13 13 -15 -16 21 17 -19 -20 -21 -22 24 -24 28 -26 27 -28 -29 -30 -31
leaf_value=-0.0011084543701101665 0.00080366790156980307 -0.00040603282566478699 -0.00025398333077475887 0.0010342697897453563 0.00059741668361408757 0.0006529118020481313 0.0008186907664710642 0.00035195853770742512 -0.0010233019780344957 -0.0010117559625747454 -0.00065376740247910146 -0.00077343384407607295 -0.0011267274031904885 0.0011986653379727908 -0.00035480893226598963 0.001116396249740591 -0.00047633921231403722 -0.00083186195389181453 -0.00089551150956189212 -0.00040594147580801478 -0.00086196268535722147 -0.0010287587360728757 0.0011172110566551091 -0.0012105331861690144 0.00027919544973449627 -0.00027673286890526558 0.00077229514867296477 0.00085165093065859491 0.00028358747151652691 0.0011268221215912709
leaf_weight=1.159971409302673 0.19876102381385852 4.0146839877124894 0.66993182420264963 0.6772907411213972 0.39826204907149065 1.3483710219152274 2.2469335039495486 0.96000863419612825 0.97966872341930888 1.0083326566964386 0.13996059691999185 0.25279964692890633 2.5070787660661158 0.12548492103815068 0.98755513899959613 0.25824610190466024 0.78631777153350213 0.44092362467199553 0.36667590762954194 0.44975691672880191 1.2651874958537499 1.3799506735522298 0.34671672328840974 0.63925528549589217 0.33592902403324831 0.39274097117595186 0.5023754455614835 2.7778826025314651 0.2671263013035059 1.9514816356822837
leaf_count=484 12 518 29 120 8 40 114 32 196 69 10 9 1202 6 31 8 33 11 33 15 238 97 8 64 11 22 40 167 7 276
internal_value=0 -0.000299651 0.000127374 -3.00598e-07 -0.000237214 -0.000420174 3.47672e-05 0.000214037 -0.000342641 -0.000556136 0.000577868 0.000815593 -0.000647557 -0.00101588 0.00022688 -7.0666e-05 9.57638e-05 0.000299109 0.000402439 0.000614445 -0.000635819 -0.000417781 -1.4838e-05 -0.000351856 -0.000772692 0.000509165 1.042e-05 0.00071188 -0.00077019 0.00100766
internal_weight=0 16.1861 13.6496 10.6354 15.0261 8.98317 6.04296 4.63637 1.93968 1.40659 3.01417 2.34424 6.64725 2.63256 2.33593 9.95809 6.73086 5.26692 4.82599 2.69669 1.46395 3.22722 1.51134 1.16463 1.71588 4.45932 1.28869 3.17062 0.906382 2.09144
internal_count=3910 2715 1195 871 2231 1797 434 357 228 77 324 295 1726 1208 71 751 556 306 295 129 250 195 87 79 108 262 73 189 71 286
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=1 484 47 4 3 0 482 49 2 128 150 133 133 160 403 49 2 0 149 0 106 0 2 11 15 1446 48 16 4 13
split_gain=0.788121 0.475323 0.473947 0.565785 0.410278 0.445202 0.369061 0.348373 0.343581 0.442879 0.314887 0.308882 0.323167 0.39611 0.468228 0.357608 0.414871 0.327145 0.298278 0.367428 0.419965 0.354387 0.301272 0.298001 0.274518 0.261731 0.251984 0.331709 0.27485 0.248699
threshold=0.094385000000000011 -0.0043499999999999988 0.086785000000000015 -0.17479499999999998 -0.115685 -0.23029999999999998 0.10234000000000001 0.090775000000000008 0.13215000000000002 0.086435000000000012 0.087235000000000021 -0.090054999999999982 -0.085714999999999986 -0.082109999999999975 -1.0000000180025095e-35 -0.088329999999999978 0.075670000000000015 -0.035699999999999989 0.11108000000000001 -0.15007499999999999 0.092305000000000012 -0.230625 0.11260500000000001 0.080455000000000013 -0.095799999999999982 0.090965000000000004 0.083775000000000002 -0.035699999999999989 -0.15333499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 29 23 10 8 11 9 18 -6 -7 -13 -14 -15 -16 -17 24 19 21 25 22 -5 26 -18 -21 27 28 -3 -2
right_child=2 4 -4 6 5 7 -8 -9 -10 -11 -12 12 13 14 15 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013144154065478832 0.00072748987760500961 0.00038726971594403044 -0.00021310361972072056 0.0014724663941531014 0.0012494944016420418 -0.0014089137520053609 -0.0012224324028727693 -0.0013284558336293017 0.0012874821047487541 -0.0013514410961226815 -0.00026602256593598404 0.001145585176017525 -0.0012794154864077822 -0.0014066551238762495 -0.0010881837066673498 -0.00097172892215217292 -0.00058757629073197368 -0.00048432613331707237 -0.00092503157300101663 0.0010754936989304609 -0.00091726431361301435 -0.00053318257926776406 -0.00015825643672650282 -0.00098527498973484916 0.00065800128336060176 -0.00061038053143621675 0.0012133661573988401 0.00060826067598358205 -0.0012565472197173808 -0.0014310980541809341
leaf_weight=0.92005683132447202 0.1352865087101236 0.34851860976777971 4.4208944551064633 0.4663459612056613 0.49838324123993405 0.57260000449605009 0.24308349197963242 0.93649707053555165 1.012073374004103 0.26929142477456469 0.58475995343178511 0.27662784158019071 0.87114005783223269 0.62524375945212884 0.65136802615597833 0.68879056608422118 0.41026941279415075 0.96678609872469712 0.27834530570544291 2.9733868669718504 0.24879148870240886 0.95530250587034859 0.42494335561059415 0.36937278462573875 2.2610096144780982 0.19242485711583857 0.53711937111802388 1.1762249892344692 0.46725638490170274 0.46409298165235657
leaf_count=484 19 12 288 27 23 316 47 360 181 33 19 26 302 537 60 121 29 46 10 370 18 59 19 61 209 14 18 53 39 110
internal_value=0 -0.000343318 0.000152172 0.000362895 -0.000270334 -0.000413177 0.000473775 -0.00052391 0.000534224 0.000402984 0.000431307 -0.000421033 -0.000337247 -0.000400601 -0.000263977 -0.000120461 2.52204e-05 0.000213972 0.000488271 0.000563043 0.000835294 5.96115e-05 0.000694981 0.000190127 0.000466699 0.000973023 0.000361792 0.000132175 -0.000554269 -0.000943881
internal_weight=0 13.162 12.0843 7.66337 12.242 9.34348 7.06399 8.26033 6.82091 5.80883 1.08314 7.32384 6.75124 6.47461 5.60347 4.97822 4.32686 3.63807 5.53954 5.2612 3.4146 1.84659 0.891289 2.89849 2.67128 3.16581 2.52912 1.992 0.815775 0.599379
internal_count=3910 2715 1195 907 2231 2048 778 2006 731 550 42 1646 1330 1304 1002 465 405 284 517 507 402 105 46 183 238 384 122 104 51 129
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=1 0 3 2 14 132 133 39 13 52 11 34 457 1429 41 3 0 47 1375 40 15 43 12 12 12 124 42 160 16 16
split_gain=0.164632 0.233062 0.179493 0.156289 0.174884 0.159595 0.148968 0.162124 0.159798 0.286279 0.197761 0.152885 0.166499 0.147703 0.150007 0.158827 0.189192 0.223409 0.214682 0.183739 0.227719 0.146813 0.146188 0.255331 0.140458 0.230545 0.183972 0.139883 0.138552 0.223001
threshold=0.076710000000000014 -0.070894999999999986 0.11476000000000001 0.14808000000000002 0.077685000000000018 0.079995000000000011 0.085625000000000021 0.08078500000000001 -0.089899999999999994 0.090300000000000005 0.088315000000000018 -0.083799999999999986 -0.0015249999999999997 -1.0000000180025095e-35 0.078385000000000024 -0.12817999999999996 -0.087614999999999985 0.092645000000000019 -0.43271999999999994 0.0034800000000000005 -0.053579999999999996 0.16180500000000003 0.085775000000000004 0.08401500000000002 0.098845000000000016 0.11158000000000001 -0.089024999999999979 -1.0000000180025095e-35 -0.25582999999999995 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 -8 9 10 21 -10 -13 -14 15 -15 17 18 -17 20 -18 -2 23 -1 26 -26 -3 -25 -28 -30
right_child=3 24 -4 -5 -6 -7 7 -9 11 -11 -12 12 13 14 -16 16 19 -19 -20 -21 -22 -23 -24 27 25 -27 28 -29 29 -31
leaf_value=-0.0032133011975108857 0.0030626657714303623 -0.0036502844041209751 0.00082384390750455847 0.0024823866446332644 -0.0023275423884225464 0.0021584406413513971 -0.0030501750893829147 0.0034654794226183666 -0.003182800710402953 -0.0024454022511031515 -0.0018472938045527975 -0.0019206914835576206 -0.0027546252503822663 0.0022870903855639595 -0.0032751875407531837 -0.0013998591832186733 0.00013351108915609877 -0.0016323060817605118 0.0015601677758499681 0.0022466607131793946 -0.0031969120771875876 -0.0015338476209755844 -0.003589484320099692 -0.00358912507687522 -0.0029879763294150116 0.0037411072062068624 0.0030419356811502507 0.0013142251727047845 -0.0026807367074366917 0.000926778840161075
leaf_weight=0.46962579997489118 0.78055038877937366 0.13114367281377814 0.3113255810458212 0.3543452695594177 0.37503769261820696 0.48472231678897504 0.058975453583116066 0.28321344270079862 0.23058166314149176 0.24039369504316699 0.15436104102991521 0.64157353140762907 0.2334606968506695 0.45358214822772236 0.15678515229956236 0.37701225909404534 0.48389338051492614 0.47906576072273299 1.8496672950786868 0.17874152370495711 0.57333117986127613 0.10022052427666495 0.57049314715550281 0.090444871108047664 0.36440276704524865 0.079226527363061905 0.28125002421438705 0.41827180852851598 0.26372501307923824 1.2919561284797976
leaf_count=261 164 32 13 140 105 130 113 142 28 35 13 94 117 94 28 15 127 73 161 11 290 22 1060 152 173 2 9 156 40 110
internal_value=0 -0.000702381 -0.00165322 0.000158116 5.6877e-05 0.000172113 3.97745e-05 0.00234252 -7.38776e-05 0.00106923 0.00188545 -0.000331591 -0.000210452 1.88314e-05 0.000161073 0.000283648 5.3107e-05 0.000582481 0.00105899 -0.00110578 -0.00167257 0.00253964 -0.00215113 -0.00131239 3.10076e-05 -0.00178625 0.00044064 0.000442457 0.000732703 0.000315219
internal_weight=0 4.27187 1.86016 8.48951 8.13517 7.76013 7.27541 0.342189 6.93322 1.27553 1.03513 5.65769 5.42711 4.78554 4.55208 4.39529 3.94171 2.70575 2.22668 1.23597 1.05722 0.880771 1.54884 0.978342 2.4117 0.443629 1.96807 0.508717 1.83693 1.55568
internal_count=3910 2008 1642 1902 1762 1657 1527 255 1272 234 199 1038 1010 916 799 771 677 249 176 428 417 186 1629 569 366 175 191 308 159 150
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 39 3 2 13 16 3 47 131 50 4 48 2 1 51 16 12 124 42 106 46 3 122 14 52 13 43 1 43
split_gain=0.504025 0.534054 0.419909 0.391102 0.377395 0.364797 0.342686 0.413856 0.30592 0.313242 0.313775 0.369 0.449508 0.338762 0.296222 0.278647 0.277573 0.274891 0.417305 0.309984 0.26482 0.291036 0.253241 0.248887 0.287833 0.246035 0.271289 0.239641 0.332694 0.231515
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.31335500000000011 0.084065000000000015 -0.26418499999999995 0.070590000000000014 -0.16059999999999997 0.09252500000000001 0.08844500000000001 0.11413000000000002 0.0057500000000000008 0.08740500000000001 0.082715000000000025 0.10113500000000002 -0.40274499999999996 0.67964000000000013 0.098845000000000016 0.11158000000000001 -0.089024999999999979 0.092305000000000012 0.092020000000000005 -0.084129999999999996 0.089350000000000013 0.087575000000000014 -0.072349999999999984 0.096090000000000023 -0.07526999999999999 0.13735000000000003 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 22 -6 7 -2 9 10 11 12 13 14 -9 -4 -8 19 -19 -3 21 23 -1 24 -17 -13 -27 -10 -29 -21
right_child=2 17 15 -5 5 -7 16 8 27 -11 -12 25 -14 -15 -16 20 -18 18 -20 29 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0010824809149102554 0.0010903714664715037 -0.0015978001083549417 -0.0016909125770580556 0.0014395376728241487 0.00033054662117451241 -0.0013262972749065094 -0.0011723411176410078 -0.0016138659209993433 0.00017694012935771117 -0.0013029580202446626 -0.0017061393958144608 -0.00029330331569590157 -0.0014882930565488159 0.00068061499807960959 0.00095242519755900032 0.001448172175735713 0.0011228809050635045 -0.0014356646070765847 0.0017943508031037464 0.00082409893442070487 -0.00081261437421295221 -0.00089730459058969989 0.00063791537734450533 -0.00049624303592246818 -0.0011818354651050059 0.001154972710153997 -0.00045577588681649774 -0.0015097214885109657 0.00068378587318768179 -7.5311967640297775e-05
leaf_weight=0.36263357428833842 0.83539010590174889 0.24752781540155444 0.13417508127167854 0.44884559506317678 0.41789519600570191 2.8829647345410199 1.2331016892276245 0.41552184024476213 0.5646868348121642 0.43621684456593346 0.23744923961930897 0.5967415145132694 0.59233234782004718 1.2051487154676577 0.17580458184238523 1.9002563431859023 0.16395939094945777 0.65770145293208759 0.13188892230391502 1.424158676527441 0.26721139234723512 0.21968667907640327 0.6676869557413736 0.2396431635133921 0.12160682026296843 1.8614178049028853 0.33958108630031336 1.0612819217494687 0.23130628559738386 1.7543824681488345
leaf_count=164 68 33 10 122 14 1542 271 228 43 150 58 12 41 65 12 312 13 174 2 67 21 10 68 12 7 137 7 103 8 136
internal_value=0 -0.000434513 8.14356e-05 -7.37141e-05 -0.000843223 -0.00111654 -0.000141977 -1.76734e-05 -0.000137615 4.81409e-05 0.000156801 0.00024209 -0.000236301 0.000176505 -0.000850894 0.000641132 -0.000902973 -1.46032e-05 -0.00089614 0.000188561 0.000754981 0.000923802 3.24014e-05 0.00110071 0.00128999 0.000650556 0.000906458 -0.000723727 -0.0011172 0.000327673
internal_weight=0 8.54684 13.2814 10.3988 4.33118 3.30086 9.94994 8.55288 7.71749 5.86021 5.424 5.18655 2.38881 1.79648 0.591326 2.88258 1.39706 4.21566 0.78959 3.42607 2.7484 2.48119 1.03032 2.26151 2.02186 2.79774 2.201 1.85728 1.29259 3.17854
internal_count=3910 2200 1710 1338 1788 1556 1216 932 864 710 560 502 346 305 240 372 284 412 176 236 362 341 232 331 319 156 144 154 111 203
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 133 133 0 50 3 12 16 47 1 4 1373 147 12 160 15 16 16 1429 52 42 52 51 457 47 43
split_gain=0.662341 0.544867 0.415431 0.401933 0.381936 0.357783 0.459577 0.39051 0.350554 0.349634 0.341454 0.331786 0.327365 0.319225 0.359852 0.313021 0.314187 0.304075 0.319609 0.32954 0.288192 0.320835 0.310898 0.262249 0.27611 0.252619 0.309908 0.311346 0.276232 0.23168
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.072894999999999988 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.11901000000000002 -0.010319999999999998 0.097510000000000013 0.10994000000000002 0.13135500000000003 0.092385000000000009 -0.065999999999999989 0.089210000000000025 0.088035000000000016 0.084885000000000002 0.084100000000000022 0.024640000000000006 -0.17157499999999998 -0.30307999999999996 0.084965000000000013 -0.42035499999999998 0.085465000000000013 0.18936500000000003 0.090935000000000016 0.084485000000000018 0.09252500000000001 -0.069494999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 17 6 7 20 -4 13 23 15 -12 14 -1 16 25 -3 19 -19 21 -6 -22 -9 -25 26 27 28 29 -11
right_child=2 3 8 -5 5 -7 -8 10 -10 11 12 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00053212127310266384 -0.0012701664991170375 -0.0014065454180236835 0.00071496674598294126 0.00038595536464712012 -0.0014525734054532473 -0.001405084714329927 0.001184911710876867 -0.0014432493697232416 -0.00085825258236502837 0.0013671610206069077 -0.00146256215134623 -0.00083350816746414179 0.00067599467071173102 0.0010272128357837447 -0.00069432793289029768 -0.0013245371125454449 0.0012826374203711256 -0.0011375952344830815 0.0012650252437946909 0.00046027193935984831 -0.001408923082520159 0.00034826428408530469 0.0011304046189073557 -0.00024148345737316977 0.0010232855435572108 -0.0010901462440907992 0.00065679579723283157 -0.00086934887122470537 -0.00096329534475638021 9.4745562758511993e-05
leaf_weight=1.3445630703354257 0.27030487358570132 0.26047232939163478 3.2482902535120952 1.0598596823401738 0.31951415445655584 1.2292980955098753 0.296960912819486 0.18462446675403055 0.32001382019370783 0.34312853624578687 0.63747835048707191 1.2280275405501013 0.19143440155312419 1.1293626570259219 0.77605104382382739 0.35608051647432137 0.40285085211507965 0.42869888845598303 0.4651734149083494 0.6972083686850965 2.0012459716526796 0.56029482249869156 0.10433688451303158 0.72995322477071944 0.69115875090938061 0.42604638286866237 1.3228900418616829 0.9317408549832179 0.43713784753344942 2.0689914643298888
leaf_count=48 20 44 388 31 50 940 17 77 18 26 142 134 7 127 72 19 27 71 22 35 1180 21 19 44 32 41 84 41 28 105
internal_value=0 -0.000204775 0.000444024 -0.000448389 -0.000548901 -0.000703175 -0.000552247 -0.000647424 0.000573877 1.82677e-05 -0.000221149 -0.000151665 -0.00096867 0.000411305 8.32951e-05 -1.85209e-05 5.9865e-05 2.9872e-05 0.000265025 -0.00014813 -0.000995061 -0.000305734 -0.00128309 0.000164736 0.000373638 -2.92129e-05 5.93484e-05 -0.000149686 8.56528e-05 0.000275749
internal_weight=0 20.6246 3.83861 9.85771 8.79785 6.9463 5.717 5.42004 3.5683 10.7669 2.43465 7.51689 0.828913 3.24998 2.12061 6.28887 5.93279 1.85155 1.59108 1.12591 2.98539 0.879809 2.10558 1.60574 1.42111 5.52994 5.10389 3.781 2.84926 2.41212
internal_count=3910 3484 426 2732 2701 2529 1589 1572 406 752 302 505 149 247 120 371 352 172 128 106 1270 71 1199 153 76 325 284 200 159 131
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=4 11 151 484 150 1213 403 160 475 50 2 47 48 15 13 39 51 13 132 133 159 151 33 133 15 457 1374 150 130 148
split_gain=0.166245 0.226538 0.199884 0.190413 0.243733 0.185971 0.180046 0.18382 0.17032 0.155214 0.139038 0.183296 0.15389 0.148916 0.138676 0.14619 0.221487 0.193346 0.20353 0.241814 0.220134 0.184882 0.153222 0.153352 0.142675 0.187538 0.160736 0.190415 0.141652 0.133502
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 -0.084084999999999979 -0.217635 -0.086004999999999984 0.11901000000000002 0.11542500000000001 0.13252500000000003 -0.064549999999999982 -0.20388499999999996 -0.5337599999999999 0.085060000000000011 -0.40274499999999996 -0.091229999999999992 0.080815000000000012 0.086975000000000011 0.09141500000000001 -0.083274999999999988 -1.0000000180025095e-35 -0.090054999999999982 0.10043500000000001 -0.0015249999999999997 -0.094679999999999986 0.082965000000000025 -1.0000000180025095e-35 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 8 -7 29 -5 10 12 -12 -4 -14 -9 17 -17 21 19 20 22 -16 -19 -24 25 -25 -27 28 -28 -8
right_child=2 -3 9 5 -6 6 7 14 -10 -11 11 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0027422859046813595 -0.0029034381822816337 -0.0026161174677022015 0.0032572229738123877 0.003270993907571735 0.0018855102424045903 -0.0032352697511283781 -0.0022107929879286291 -0.0022249116382188207 -0.0029413097163268269 -0.001952177434760204 0.0032600904436201786 -0.0032662296131181264 0.0010903375264068582 -0.0017177638264112842 -0.0016501526657457138 -0.003271465079153742 0.0019241231833157433 -0.0031515633900877902 0.0018038355348273787 -0.0032679671841526095 -0.0030406435838384463 0.0015620430128269831 -0.0031094819414861264 -0.001729727362296876 -0.0015761011088560534 -0.00121345031839384 -0.0022040430156948189 0.0023875247689273986 0.00069548435352615086 0.0026172893376986048
leaf_weight=0.56974523165990554 0.14326234336476762 0.41261381312506351 0.19569037604378536 0.052538735792040825 0.14960145874647424 0.17190666035457169 0.51642656399053066 0.23516469757304825 0.36631598372331886 0.16180498211178918 0.50158804928651068 0.049200179404579103 0.54944933866499923 0.30619163729716159 0.21599458288983431 0.094227923080325127 0.91456439561443381 0.15632566029670414 0.50522736733546469 0.27822962374921179 0.26407158729125502 1.3686639250372472 0.14994385914177932 0.38674164205439732 0.420318722113734 0.4285970898345014 0.19064515552599015 0.69082459527999152 2.1966872762132668 0.067411742522381246
leaf_count=557 20 175 41 4 21 394 291 16 552 18 202 8 119 18 25 14 185 25 82 224 94 138 174 54 57 28 44 64 260 6
internal_value=0 -0.000271357 0.000761973 -0.000178242 -0.00177985 -5.91089e-05 3.60964e-05 9.80309e-05 -0.00216207 0.00105967 0.00136385 0.00267711 0.000675836 8.54568e-05 0.00021838 0.000287932 0.00143882 0.000127843 -0.00015074 -0.000342028 -0.00017535 0.00112421 -1.15776e-05 9.83882e-05 0.00020989 0.000402696 0.000637869 0.000895644 0.000463937 -0.00165333
internal_weight=0 10.8028 1.90719 10.3902 0.719347 9.67083 9.25197 9.08007 0.418855 1.76392 1.60212 0.550788 1.05133 0.855641 8.49623 8.26106 1.00879 7.25227 5.66761 5.16239 4.88416 1.58466 4.62008 4.46376 4.31381 3.8935 3.50675 3.07816 2.38733 0.583838
internal_count=3910 3484 426 3309 578 2731 2175 1781 556 406 388 210 178 137 1484 1468 199 1269 1106 1024 800 163 706 681 507 450 396 368 304 297
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 47 15 1 123 42 42 13 123 43 457 1373 482 4 0 43 13 2 48 2 484 160 48 1 52 14 4 33 33
split_gain=0.87824 0.633245 0.466438 0.608331 0.457292 0.410659 0.359567 0.426497 0.402352 0.395522 0.360211 0.353501 0.370027 0.361621 0.379983 0.32151 0.30466 0.291764 0.296312 0.285245 0.30256 0.419204 0.296248 0.379263 0.366577 0.320856 0.335799 0.278954 0.275838 0.272409
threshold=0.076710000000000014 -0.084074999999999997 0.086425000000000016 0.083185000000000023 0.11026000000000001 0.085195000000000007 -1.0000000180025095e-35 0.091955000000000023 -0.5337599999999999 0.091310000000000016 -0.24333999999999997 0.53894500000000012 0.09586500000000002 0.10234000000000001 -0.23071499999999998 -0.10303999999999998 -0.083094999999999988 -0.51172499999999987 0.075670000000000015 0.12862000000000004 0.11635500000000001 -0.0043499999999999988 0.088485000000000008 0.085875000000000021 0.099595000000000017 0.13709500000000002 0.07802000000000002 -0.51381999999999983 0.084855000000000014 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 -5 11 9 8 -8 -3 -9 12 13 14 16 -6 -2 -1 -19 20 21 -16 23 25 -25 26 28 -10 -23 -30
right_child=2 6 -4 4 15 -7 7 10 27 -11 -12 -13 -14 -15 19 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00060623943942640093 0.0010459293591322982 -0.0016692433148514502 -0.00034891328864908913 -0.0015520924897299119 0.0014574949028092112 0.0015025668065503581 -0.0017622219032808464 0.00033973605542398039 -0.0016996098286316075 0.0011030094168007021 -0.0016715407277659517 -0.0015371122195196939 -0.0017085634141011277 -0.0015489736143531089 -0.0009309797902769581 -0.00066209147890958729 -0.00157008845310517 0.00096722052215613493 -0.0014021915540211351 -0.00065136458696819441 0.0014191603180014347 0.0011562578797191957 0.0017061532974017382 -0.0013725066851016719 0.00094841947495321677 -0.00073051783075562691 -0.00063800574553454727 0.00055839468798796459 -0.0016247806480468847 0.0011331226456157328
leaf_weight=0.24013605015352402 0.17036327894311398 0.72202882345300157 4.1645046645426183 0.77808792405994498 0.3287665443494916 0.88752721517812538 0.23896928131580386 0.38152120902668651 0.15479167958255891 0.17111387941986322 0.64227753039449464 0.2633770923130222 0.22030379693023938 0.2383399353129797 0.49046901112887376 0.46360264101531357 0.40205505519406237 0.14982839219737831 2.6698902166681364 0.46708404651144508 1.2117069344967601 3.2085589651833333 0.63294903113273893 0.50240927538834501 0.2876440902473405 0.3806211111950687 0.37176667287712906 2.944486558990322 0.20205342874396581 0.18387109757168218
leaf_count=5 16 437 382 418 15 179 4 17 10 5 277 15 16 26 53 46 136 7 997 14 169 218 37 29 31 35 21 249 15 31
internal_value=0 -0.000535619 0.000122239 0.000290062 -0.000659322 0.000437374 -0.000190382 3.66955e-06 0.000287571 -0.00113812 -0.000922033 0.000334989 0.000389956 0.000442792 0.000498566 0.000217359 -0.000791509 -0.00112855 -0.00127629 0.000591581 0.000669279 0.000524137 0.000647829 0.000517427 -0.0005275 0.000707345 0.00084533 0.00044562 0.000998746 -0.000310797
internal_weight=0 8.31504 15.8561 11.6916 1.57046 10.1211 5.25519 4.36205 3.33825 0.893143 1.0238 9.23357 8.9702 8.74989 8.51155 0.792369 0.572418 3.05985 2.81972 7.93913 7.47205 6.26034 5.76987 5.13692 0.790053 4.34687 3.96625 3.09928 3.59448 0.385925
internal_count=3910 2008 1902 1520 479 1041 999 557 263 442 294 862 847 831 805 61 152 1009 1004 653 639 470 417 380 60 320 285 259 264 46
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 39 3 150 42 4 457 51 4 1374 52 2 4 9 52 13 46 106 0 48 15 3 3 122 12 3 1186 3 0
split_gain=1.18755 0.870204 0.727168 0.787189 0.594291 0.569642 0.515886 0.474099 0.472384 0.470571 0.466162 0.462171 0.498959 0.574809 0.436708 0.426315 0.416863 0.404626 0.451218 0.400556 0.739866 0.468371 0.357968 0.356229 0.32484 0.324309 0.528515 0.324037 0.303852 0.303245
threshold=0.085835000000000009 -0.060094999999999989 0.005105000000000001 0.16699000000000003 0.081245000000000026 0.092635000000000009 0.50657000000000008 -0.0015249999999999997 -0.40274499999999996 -0.49837999999999999 -0.094679999999999986 0.084240000000000023 0.084065000000000015 -0.0031049999999999997 -0.016839999999999997 0.10433000000000002 -0.26418499999999995 0.092020000000000005 0.092305000000000012 -0.10575999999999998 0.11930500000000001 -0.017214999999999998 -0.084129999999999996 -0.069414999999999991 0.089350000000000013 0.087495000000000003 -0.13927999999999999 0.083355000000000012 -0.5217799999999998 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 9 14 -6 -4 15 -9 12 22 -14 -2 -3 -15 18 24 20 21 -16 -1 -18 -10 -12 -27 -21 -7 -8
right_child=2 5 8 -5 7 28 29 10 17 -11 25 -13 13 16 19 -17 23 -19 -20 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00070436284207275879 0.0013998929316492801 -0.0012928078313099586 -0.001283690370390706 0.00088650740671797281 -0.00071526831451690039 0.00056399474964133681 -0.00041580756285661383 -0.00042255578653983627 0.00099224136309267771 0.00041760098027814204 0.0010520551233502667 -0.0012622137040527272 -0.0012598406353039509 0.0009084529068201819 -0.00025316448599443258 0.00042495049645921359 -0.00019085997491012405 -0.00075579232307709636 -0.00054149199125737377 -0.00074398835854278412 -0.0012904567509498112 0.00073745452924310639 0.00072989629267228686 -0.0012667119080256709 -0.0002801402609691558 0.0009405694878650623 -0.00083069235216829242 0.0010854272286307729 -0.0012960676805837757 0.001133804670651829
leaf_weight=0.42666477616876364 0.20522939506917914 0.55159608251415182 0.21402745554223646 1.2691375424619753 0.6470531451050191 0.16975303553044796 0.29737961199134588 0.74394433619454536 3.1513026837492362 3.0895329944905825 1.5822162469848984 1.7067348203563595 1.771822036127561 0.35968268522992763 2.004008974879981 0.37856198009103537 1.4740767425973904 0.30999834649264801 0.39352791034616519 4.572562107816343 0.71425456530414511 1.1772610121406586 0.73819147341419167 0.70784396235830915 0.34599717799574126 0.59523478243499994 0.46719536045566179 0.15555832046084095 0.69574600679334242 0.57682486111298281
leaf_count=86 7 49 10 150 32 4 10 18 319 102 68 870 584 10 63 11 237 11 20 774 44 57 48 113 12 26 30 9 86 50
internal_value=0 -0.000419832 7.80399e-05 -5.27755e-05 -0.000139543 -1.39278e-05 -0.000306739 0.000262453 0.000522734 0.000183585 0.00044915 -0.000695812 -0.000519352 -0.000714846 -0.000397182 -0.000593703 -0.000334915 0.000614769 0.000723968 -0.000439949 -0.000143981 0.000113424 0.000204554 -0.000539881 0.000866361 0.000694362 0.000161671 -0.000683799 -0.000931248 0.00060667
internal_weight=0 12.0702 19.4227 15.0079 13.7387 4.88519 9.70308 4.03564 4.41485 4.01969 3.38859 7.18502 5.47828 4.31343 8.82887 0.930158 2.5416 4.20083 3.89083 8.62364 3.89552 3.18127 1.16486 2.18192 3.4973 2.64465 1.06243 4.72812 0.865499 0.874204
internal_count=3910 2200 1710 1338 1188 252 1014 174 372 162 142 1948 1078 944 954 60 360 362 351 947 164 120 134 350 331 124 56 783 90 60
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 133 133 0 14 13 38 43 52 49 16 16 1429 50 158 52 42 0 12 448 160 42 43 1 453 2
split_gain=1.02901 0.831655 0.684566 0.516155 0.495238 0.517412 0.606156 0.622971 0.479318 0.53569 0.704233 0.698703 0.448557 0.432511 0.399951 0.423752 0.400287 0.398915 0.383085 0.477325 0.436896 0.4527 0.350763 0.322534 0.311385 0.306549 0.329719 0.287991 0.254655 0.313434
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.10666500000000002 -0.080034999999999981 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.088250000000000009 -0.00059999999999999995 1.0000000180025095e-35 0.18078000000000002 0.042815000000000006 -0.10115499999999998 -0.17157499999999998 -0.30307999999999996 0.084965000000000013 0.11901000000000002 0.094245000000000009 -0.42985499999999993 -1.0000000180025095e-35 -0.014809999999999999 0.085185000000000025 -0.037059999999999989 0.084100000000000022 0.098285000000000011 -0.00084499999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.13811499999999996
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 7 14 9 10 11 27 22 -11 15 -6 -16 28 19 -9 -21 -22 -3 -15 25 26 -24 -1 29 -4
right_child=2 3 17 -5 5 -7 -8 18 -10 13 -12 -13 -14 23 16 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0639985773421275e-05 -0.0010903042212385412 -0.0010015098354340909 0.00023551230809521205 0.00029364405937806201 -0.0011901659026441077 -0.001155640347953452 0.0010105997244589777 -0.0011806107339524536 -0.0012217430158748194 -0.0012116269390502086 -0.00060184980409661558 -0.001196718311848436 -0.0012021968213480618 0.00085038600536177739 -0.0011503178506501821 0.00031916209122396117 0.00089633365108127778 -0.00059499692721905488 -0.0012041913404339131 -0.0011914998950613817 0.00088262380581809175 -0.00022392268095782668 -0.0012472339625164395 -0.00010404163205951375 0.0011833297787000752 0.00090708741451928771 0.00046416416426366439 0.00090423921851414291 -0.00063251247098459454 0.00095315583346548935
leaf_weight=0.53726219828240562 0.38217696384526778 0.25683452287921982 1.2345897320192305 1.3574002941604693 0.40103386394912377 1.7793965286691671 0.36933685198891897 0.38820360804675225 0.40875071298796761 0.45918177184648534 0.79867584351450194 0.27149803761858482 0.33842253067996342 0.51963129674549779 2.8242777847917764 0.70318486460018881 0.13759208365809161 0.38494385080412019 0.40102922508958716 0.26581856940174597 1.1742512596538301 0.89409808878553221 0.32090895844157774 7.5369623479782692 0.55219032848253835 0.38639392517507076 0.29816007753834117 2.8639465140877292 0.20081487204879511 2.5852352346992116
leaf_count=37 20 32 66 31 50 947 17 120 27 27 45 27 43 28 1188 21 19 18 44 50 57 37 33 323 10 21 12 238 9 313
internal_value=0 -0.000176684 0.000414003 -0.000389664 -0.00047038 -0.000587177 -0.000453357 -0.000528563 2.75924e-05 6.69133e-05 0.000395323 0.000612171 3.62255e-05 -0.000105525 -0.000830861 -0.000229001 -0.00105524 0.000544499 -0.000135027 2.24705e-05 0.000222559 0.00040429 0.000267205 -4.24833e-05 0.000476398 8.81581e-05 -0.000422979 0.000756564 0.000653596 0.000721209
internal_weight=0 26.2444 4.78776 12.8485 11.4911 9.33822 7.55883 7.18949 13.3959 12.9872 4.47138 3.67271 2.15291 8.51578 4.06609 1.10422 2.96187 4.40558 3.1234 2.72237 2.33417 2.06835 1.81449 8.05659 1.55765 1.00546 0.619069 3.40121 4.02064 3.81982
internal_count=3910 3484 426 2732 2701 2550 1603 1586 752 725 347 302 151 378 1278 71 1207 406 308 264 144 94 108 351 76 66 45 275 388 379
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=1 0 2 13 1446 39 3 16 3 16 42 2 48 48 52 160 12 12 52 106 47 0 3 9 15 12 124 42 43 43
split_gain=0.177849 0.220236 0.221446 0.208426 0.168436 0.182604 0.171933 0.173138 0.2158 0.184906 0.168439 0.157511 0.178717 0.159269 0.22432 0.152879 0.215619 0.219575 0.152196 0.15158 0.217207 0.149005 0.169104 0.20412 0.165331 0.14192 0.212908 0.164056 0.175227 0.215764
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.26418499999999995 0.091520000000000018 0.005105000000000001 0.31335500000000011 0.066275000000000014 -0.22254999999999997 0.67964000000000013 0.10056500000000002 0.089910000000000004 0.085090000000000013 0.12675000000000003 0.024145000000000003 0.084835000000000008 0.085185000000000025 0.085775000000000004 0.084240000000000023 0.091500000000000012 0.084695000000000006 -0.22384499999999996 -0.10628499999999998 -0.016839999999999997 0.18599000000000002 0.098845000000000016 0.11158000000000001 -0.089024999999999979 -0.078454999999999983 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 10 -9 12 21 -13 -15 -5 -17 -18 -1 20 -7 -10 -23 -24 -25 27 -27 -3 -29 -30
right_child=4 25 3 15 -6 19 -8 9 11 -11 -12 13 -14 14 -16 16 17 -19 -20 -21 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=0.0011541886226282426 0.003277122139574761 -0.0033798201015240001 0.00082915091980970471 -0.0033951300381655767 -0.0034952045460634072 0.0028862595425236627 0.0029094119437194439 -0.0031476044966967215 0.0026721236471926204 0.0026850336824112615 0.0011897420814905289 0.0009358368371837621 -0.0030749857106147044 -0.0036776452095964337 0.0011080100375166864 -0.0035579845379123429 0.0033177208508471359 -0.0035390394362908029 -0.0036088084266746056 -0.0017636150112421819 6.3131086603614053e-05 0.00095166062457183675 0.0037961024795480718 -0.0022376293365538474 0.0036309143240051685 -0.0028769350082802165 0.0036867644461350516 0.0018564596014437099 -0.0025909320615462171 0.00075288443374742339
leaf_weight=0.5178150773936071 0.25692738463112519 0.13278337680094487 0.26144490728620451 0.9862063548280271 0.15083953586872656 0.83101039710163582 0.24369207330164488 0.56598390225553874 0.18792610053787884 0.10738949285587296 0.13924436552042607 2.1959305784257599 0.34624320699367661 0.24539840649231326 0.24360143346711993 0.22233064728061436 0.18381597690313356 0.085360095610667486 0.099886070165666752 0.17412091436563049 0.5758614411461167 0.55288354320509769 0.085853997385129444 0.96634579798410591 0.063877903390675783 0.36662371242709912 0.074157441034913063 0.88510406430577937 0.34122611726343099 0.81879206642042845
leaf_count=133 42 33 14 1326 62 279 122 255 8 13 15 208 54 30 11 85 11 120 99 25 63 49 3 468 3 174 2 67 95 41
internal_value=0 -0.000649625 -0.00143311 -0.00207848 0.000202401 0.00027407 8.23145e-07 -0.000118151 0.000121203 -0.00163359 -0.00229121 -4.46791e-05 -0.000744782 0.000529793 -0.00129361 -0.00259292 -0.000983286 0.00114333 0.000383983 0.00134585 0.0017307 -0.000310282 -0.000646103 -0.0014376 -0.00187376 5.55189e-05 -0.00177265 0.000425518 0.000672587 -0.000230719
internal_weight=0 4.97555 2.35686 1.73916 7.93313 7.78229 6.2013 5.95761 5.14499 0.812618 0.705228 4.88806 2.20313 2.68493 0.489 1.47771 0.491507 0.269176 0.617701 1.58099 1.40687 1.85689 1.66896 1.11608 1.03022 2.61869 0.440781 2.17791 2.04512 1.16002
internal_count=3910 2200 1788 1556 1710 1648 1281 1159 876 283 270 834 585 249 41 1542 216 131 232 367 342 531 523 474 471 412 176 236 203 136
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=52 133 1 484 1374 0 0 52 52 16 1446 43 43 16 1429 48 482 151 49 146 47 128 156 106 15 1 13 150 457 15
split_gain=0.157196 0.168619 0.166971 0.209354 0.220315 0.342488 0.190788 0.190679 0.196147 0.204265 0.159426 0.153923 0.179876 0.173129 0.146959 0.142175 0.137106 0.144472 0.161008 0.149488 0.172997 0.210447 0.163684 0.175378 0.215421 0.220564 0.135422 0.131971 0.1192 0.182403
threshold=-0.42985499999999993 -0.26719999999999994 0.094385000000000011 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 0.084890000000000007 0.071660000000000015 -0.5152199999999999 0.091520000000000018 -0.078454999999999983 0.070805000000000021 -0.035699999999999989 0.084920000000000009 0.10322500000000003 0.10234000000000001 -0.40391999999999995 0.092185000000000017 0.11615000000000002 0.086785000000000015 0.086435000000000012 0.11896500000000002 0.092305000000000012 0.024640000000000006 0.10956 0.17936000000000002 0.15297000000000002 0.082870000000000013 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 -5 -6 7 8 9 -7 16 26 -13 -14 28 -1 17 -4 19 20 21 22 23 24 27 -26 -8 -19 -11 -30
right_child=1 2 10 4 5 6 11 -9 -10 14 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0034233252225374326 -0.0029043526512809413 -0.0030097825602325352 -0.0022782972680725506 -0.0035667149586958938 0.0028216248062603163 0.0029219316630135512 0.0019200571814802091 -0.0032659200172141557 0.0018181061922209619 -0.0021966832879781605 -0.0033473323897837979 -0.0021160747003774846 -0.0009456978756320725 0.0021183272063451902 0.0019151463891527042 0.0017173546793309816 -0.0030634753854376414 0.00253239221218605 0.0022071842268091284 -0.0033030896661681453 -0.00036895806054729636 -0.0026348039786877522 -0.0019910962375734977 -0.0021928559071470108 -0.0022911190203822067 0.0019585303569775699 -0.00069947412849265549 -0.0010243227824978749 0.0012583859807304902 -0.0034439041240473217
leaf_weight=0.28833173044404325 0.23543117719236661 0.33274959881964239 0.19564077985705797 0.22110763139789558 0.43049047776730454 0.14095933391945248 0.86615118593908869 0.36609043635689875 0.32883219890209137 1.1928504820825767 0.12684910077950906 0.48640238271765246 0.46142918465193361 0.39959501034172717 0.14797732004080888 0.079757089974009432 0.1215067723969695 1.7126177729078351 0.71464526932686556 0.11895819311030198 1.5034971359418703 0.16885735715914041 0.16618112346623082 0.14113270878442552 0.27763034111558216 0.28993827532394789 0.31163030685274862 0.13036642037332047 0.31996895879274234 0.13672860192309588
leaf_count=336 227 430 31 46 34 19 92 643 79 591 33 211 29 17 31 17 51 483 93 6 140 24 10 20 65 51 24 3 32 42
internal_value=0 -4.87494e-05 8.17302e-06 -0.000381018 -0.000230469 -9.84857e-05 -0.000342171 -0.000983915 -0.000615453 -0.00102827 0.00042999 0.00032707 -0.000459515 0.000476294 -0.00133804 -0.00230945 0.000516464 0.000596728 0.000704403 0.000466232 0.000568366 0.00105655 0.00128589 0.00149931 0.00171548 -0.000120217 0.00122695 0.0022808 -0.00162987 -0.000149411
internal_weight=0 12.0462 11.8108 6.14296 5.81021 5.58911 5.15862 2.63341 2.26732 1.93848 5.66782 2.52521 1.34743 0.861024 1.79753 0.368089 5.54097 5.41947 5.22382 4.50918 4.39022 2.88672 2.71787 2.55169 2.41055 0.567569 1.17778 1.84298 1.64955 0.456698
internal_count=3910 3557 3330 2320 1890 1844 1810 1437 794 715 1010 373 257 46 696 353 977 926 895 802 796 656 632 622 602 116 116 486 665 74
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=4 483 12 1212 160 158 52 133 1373 1 0 133 4 132 13 403 1429 42 42 43 43 401 48 457 38 3 3 11 156 14
split_gain=0.145701 0.16724 0.16962 0.145947 0.14342 0.137763 0.142951 0.17033 0.136987 0.146906 0.229726 0.147205 0.151769 0.144215 0.14171 0.138562 0.138041 0.136598 0.142958 0.143008 0.140026 0.133379 0.127942 0.127543 0.132924 0.198791 0.132674 0.174409 0.168857 0.135984
threshold=0.51224500000000017 0.080590000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 0.11034000000000001 -0.42985499999999993 -0.26719999999999994 0.099250000000000019 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.0021050000000000005 0.079995000000000011 -0.5337599999999999 -0.080924999999999983 0.086185000000000012 -0.089024999999999979 0.092145000000000019 -0.24333999999999997 -0.078454999999999983 0.082755000000000009 0.10322500000000003 0.53894500000000012 0.083695000000000006 0.16699000000000003 -0.17479499999999998 0.088315000000000018 0.090135000000000007 0.077685000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 6 22 -8 9 10 11 16 -13 23 -12 -16 -9 -17 20 -20 -19 -5 -6 24 25 26 -11 28 29 -28
right_child=-2 2 -4 4 5 -7 7 8 -10 13 14 12 -14 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031924928121379401 0.0024363571595977496 0.0013927265218431342 -0.0027991962383872816 -0.0028722922320447569 -0.003195832308426991 -0.0027212180153634129 -0.0028603394258289233 -0.003218879649358128 -0.0029879030514028395 0.0025538608463256938 -0.0032804582489451327 -0.003192773595405591 0.00076967958918565491 0.0023062376688383437 -0.0032195518985405533 -0.0022764382335435135 0.0033027717055938823 0.0023759501684778171 0.00074094062170120391 -0.0032404306364553943 0.00048017691758190647 0.0025898278550361307 0.0015207003459443633 -0.0028879078324659429 -0.0015206750549297339 0.0032065745642606306 0.0007737950222943238 -0.002171591642320678 -0.0015999995712027532 -0.0018035007947279831
leaf_weight=0.14911321975523151 0.22457592964929141 0.12629813866806217 0.43180400318669931 0.29462188587785654 0.23540042201784217 0.17956155131105411 0.18622208677697294 0.47214352355513289 0.13371760433074165 0.28712211269884491 0.1097576338797811 0.13500828612814075 0.35556081534014083 0.43485916705685657 0.10123145606485273 0.15658480295678723 0.035313170403242111 0.63823653709550976 0.21182880987180397 0.16055329611117475 1.0324517476110533 0.053470551734790206 0.077353591172141023 0.11649511544965196 0.31983790174126614 0.27890402550110582 4.1516272882509009 0.26710351870860893 0.36765059892786656 0.21813135434058484
leaf_count=282 168 27 345 279 293 137 169 295 23 49 4 193 77 115 218 59 1 60 9 57 93 18 15 15 37 84 660 19 81 28
internal_value=0 -0.000150851 -0.00185057 -6.58487e-05 -2.35061e-05 4.2104e-05 8.94361e-05 0.00015459 0.000210824 0.000254246 -0.0002799 -0.00156361 -0.000320817 0.000536892 0.000251567 0.000420052 -0.00276505 0.000587552 0.000807054 -0.000975636 0.0012044 -0.00203325 -0.00202929 0.000408803 0.000474003 0.000588529 0.000450541 0.000329868 0.000470905 0.000645141
internal_weight=0 11.718 0.558102 11.1599 11.0107 10.6627 10.4831 10.1703 9.98412 9.8504 3.40867 0.998026 0.490569 6.44173 2.41064 2.30089 0.507457 2.19966 2.04307 0.372382 1.67069 0.348092 0.312754 6.00687 5.89038 5.57054 5.29163 5.00451 4.73741 4.36976
internal_count=3910 3742 372 3370 3088 2791 2654 2346 2177 2154 1066 566 270 1088 500 496 296 278 219 66 153 297 308 973 958 921 837 788 769 688
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=4 11 1456 403 453 376 160 403 151 475 1456 42 150 133 52 1374 48 160 150 9 15 457 15 4 151 1 50 453 4 130
split_gain=0.823335 0.645279 0.712239 0.632926 0.578479 0.503261 0.612068 0.488759 0.428472 0.460039 0.423755 0.421215 0.366753 0.339758 0.489946 0.374258 0.508869 0.37951 0.706594 0.409087 0.433853 0.439018 0.541358 0.542601 0.348691 0.34416 0.330588 0.319438 0.308004 0.295866
threshold=0.28937500000000005 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.048375000000000008 -0.092169999999999988 0.090530000000000013 -0.08514999999999999 -0.086424999999999988 1.0000000180025095e-35 -0.090359999999999982 -0.22988499999999998 -0.10260499999999999 -0.42985499999999993 -0.094679999999999986 0.095825000000000007 0.090735000000000024 0.097030000000000019 0.084755000000000011 -0.18057999999999996 -0.0034949999999999994 0.10043500000000001 -0.49837999999999999 0.069165000000000018 0.13026000000000001 0.11901000000000002 0.090755000000000016 -0.59419999999999995 -0.082439999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 26 6 12 10 -4 -10 13 -7 -5 -8 -15 16 -16 19 -19 20 -17 24 23 -23 -22 -24 -2 -1 -14 -25
right_child=4 -3 3 5 -6 11 7 -9 9 -11 -12 -13 28 14 15 17 -18 18 -20 -21 21 22 25 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013332886708537178 0.00075094700622844155 -0.0012895594941511176 0.00098972682184894373 0.0013197563907328307 -0.0011114472249314398 -0.00054318910496617553 -0.00091157142805975498 -0.0011552352813924945 0.0014186851604393968 -0.0013186665722814432 -0.001450331705431118 0.00095827691725871504 0.0015723305279947411 -0.0012366021448816933 -0.0014260109595009818 -0.00096737530380885289 0.0005999260335373518 -0.00095455303906971764 0.0011448379636185403 -0.001080548721110662 -0.0010304437682028614 -0.00081634203287942093 -0.0012041270483524164 -0.00058684864306899091 0.00094424240925490056 0.00069701601141854716 -0.00083793654296271348 0.0015212514235488704 -0.0013857169654663767 0.00081802456827681968
leaf_weight=1.332170462730583 3.6276981463306579 1.1203758243354958 0.22710355772869673 0.12945247045718122 0.43837445741519321 0.50020646210759911 0.70036175765564124 0.75901022795005779 0.13778079324401904 1.6586944255978002 0.39133976236917156 1.7127928532427166 0.077363289892673381 0.53437849998592035 0.66488559788559942 0.46453460399062585 0.41864995402283967 1.2449083611136309 0.45308844407554705 0.40581994247622866 0.67306676140288324 0.48129598912783667 0.5580257531837568 0.3242379167932129 0.25566918333061039 0.3052178081125021 0.29326807986944903 0.086504223872907349 1.2747021302639208 7.3921517201232634
leaf_count=361 386 175 19 5 22 14 183 278 6 828 184 121 1 164 53 19 11 123 16 47 61 34 39 27 22 20 18 2 312 359
internal_value=0 -0.000222632 -0.000171026 -0.000106554 0.000456775 -2.78865e-05 -0.000109639 -2.78091e-05 -0.000873219 -0.00110873 2.82394e-05 0.000618899 -0.000994851 6.71351e-05 0.000115488 0.000168453 -0.000643242 0.000238488 -0.000394358 0.000337436 0.00039248 0.000455715 0.000552326 0.000666503 -0.000486838 -0.000531938 0.000632107 -0.00115923 -0.00121646 0.000758993
internal_weight=0 24.2838 23.1634 21.7447 4.35934 19.7212 17.5082 16.0266 2.02358 1.79648 15.2676 2.213 1.48152 14.8763 14.1759 13.6416 1.08354 12.558 1.698 10.86 10.4542 9.98967 9.06093 8.19769 0.928736 0.863244 3.92097 1.41867 1.35207 7.71639
internal_count=3910 3484 3309 2946 426 2093 1958 1640 853 834 1362 135 318 1178 995 831 64 767 139 628 581 562 479 420 83 59 404 363 313 386
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=1456 151 1212 453 4 11 403 474 480 142 51 15 48 2 150 448 128 1374 15 3 156 13 13 16 48 1374 0 1 40 52
split_gain=0.142975 0.167922 0.138633 0.137951 0.162098 0.27993 0.161853 0.148624 0.148065 0.142011 0.138501 0.197065 0.163988 0.124691 0.124116 0.117916 0.119745 0.121972 0.116729 0.140824 0.142319 0.14416 0.140652 0.170778 0.184998 0.294589 0.228524 0.357025 0.151915 0.145206
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.092224999999999988 -1.0000000180025095e-35 0.08456000000000001 -0.073359999999999995 0.11024000000000002 -0.22917999999999997 -0.064549999999999982 -0.14847999999999997 -0.07009 -0.080249999999999988 0.11695000000000001 0.088035000000000016 -0.11739999999999999 0.30601500000000009 0.10691500000000002 -0.5337599999999999 -0.49820499999999995 -0.41163499999999992 0.093225000000000016 -0.094679999999999986 -0.10575999999999998 1.0000000180025095e-35 -0.083709999999999993 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -6 14 -9 11 -11 -13 -14 -8 -16 17 18 -17 20 21 -20 -23 -24 25 -25 27 -27 -28 -26
right_child=2 -3 3 -5 7 -7 8 9 -10 10 -12 12 13 -15 15 16 -18 -19 19 -21 -22 22 23 24 29 26 28 -29 -30 -31
leaf_value=0.00092763391871494285 -0.0037493741207634528 -0.003769834510305907 -0.0037452291737932967 -0.0021998868829141709 -0.0040024772609455707 -0.003472580042295872 0.0026518891495843663 -0.0036427503106881368 -0.0037557918888671345 0.003602841025246013 -0.0013608913755405779 0.0037652856983867392 -0.0032929336766097123 0.00074632752224123244 -0.0032488235136196725 -0.0013451958022268112 -0.0039071344145523938 -0.0032664496849672663 -0.0038379485885962432 0.0037623049347452024 -0.0037799631552308125 0.0039201546713314179 -0.0027078590236683095 -0.0038897715734192112 0.00035391333365889644 -0.0026693975198180011 0.0030663403214792016 0.0025423284956322591 -0.00026182439134956242 0.003292329397706848
leaf_weight=0.16285861664800905 0.13849456477327926 0.3061938925384301 0.15678459101763209 0.38004031097807534 0.07545839447993774 0.33330196434690229 0.26821635972009339 0.075723269837908336 0.13780057548137925 0.61035797285148841 0.19464212542516168 0.19519716507056728 0.13821591541636735 0.46923592512030254 0.14705715418675591 0.59615431899145921 0.10139258921117278 0.1408217922435141 0.11213984806089872 0.16757954441709433 0.11771223055256985 0.15798020921646827 0.24542187921178094 0.23516329903212696 0.42227849428309128 0.21888235915684129 0.20242403374867457 1.1401088073034769 3.5830952923862132 0.52959155214193732
leaf_count=41 282 328 423 91 4 165 40 4 196 266 20 66 7 74 41 141 45 54 5 57 83 4 50 48 55 23 49 91 1093 64
internal_value=0 -0.00213884 -3.28329e-05 1.33189e-05 9.13963e-05 -0.000111131 1.79355e-05 0.00112934 8.7154e-05 0.00135938 0.00159499 0.00200216 0.000784952 -0.000172742 0.000150302 6.76483e-05 0.000128836 0.000180837 0.00024365 0.000376453 0.000294986 0.000365041 0.000435023 0.000351309 0.000469888 0.000201141 0.000388143 0.00170292 -8.38566e-05 0.00198876
internal_weight=0 0.469053 11.2913 11.1528 10.7727 9.01391 8.6806 1.75883 8.52382 1.68337 1.60765 1.41301 0.802649 0.607452 8.38602 8.1178 7.97075 7.86935 7.72853 7.13238 6.9648 6.84709 6.73495 6.57697 6.33154 5.37967 5.14451 1.35899 3.78552 0.95187
internal_count=3910 369 3541 3259 3168 2727 2562 441 2139 437 433 413 147 81 1943 1903 1862 1817 1763 1622 1565 1482 1477 1473 1423 1304 1256 114 1142 119
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 3 52 3 47 44 50 15 48 3 2 43 160 12 15 151 2 4 4 2 11 106 160 12 4 15 42 160 12 13
split_gain=0.856939 0.557549 0.527711 0.522873 0.488657 0.43622 0.437858 0.437621 0.466594 0.42929 0.378512 0.367234 0.435596 0.33828 0.33033 0.421379 0.323048 0.316619 0.313295 0.395799 0.303594 0.283723 0.346439 0.436125 0.280003 0.327906 0.26555 0.35345 0.299493 0.377405
threshold=0.094385000000000011 -0.115685 -0.42985499999999993 -0.032959999999999996 0.09252500000000001 0.084245000000000014 0.11515000000000002 0.05377500000000001 0.12862000000000004 0.16699000000000003 0.114165 -0.044024999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.008624999999999999 -0.0074049999999999993 -0.013084999999999998 0.22584000000000001 -0.49837999999999999 0.10510500000000002 0.080455000000000013 0.092305000000000012 -0.080734999999999987 0.11215000000000001 0.0057500000000000008 -0.09547499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -2 26 5 6 7 8 10 11 21 12 -6 -8 15 24 -16 -9 -18 -20 -1 22 -4 -24 25 -5 -3 -28 29 -29
right_child=2 3 4 14 9 -7 13 17 -10 -11 -12 -13 -14 -15 16 -17 18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00030319213656478377 -0.0013583570891697514 -0.0013613945594417773 -9.4980189399153467e-05 0.00030244401779922652 -0.0011353557974994322 -0.0011052509776203984 0.0013778180734120827 -0.00059829999486643787 -0.00055574612932708059 0.001043119673329176 0.0013335894411108471 -0.00076247512409094583 0.00043472179249837102 -0.0013839904249723953 -0.0013705463304092224 -0.0012207295345040808 -0.00067722877576040046 0.00083145781548257943 0.00076906707448156438 -0.00061638726969238228 -0.00096993469834256855 -0.00076719696448576539 0.0010910768623702113 -0.00032586806696027873 0.00077809689947455456 -0.0012719062228832927 -0.0013576591026068241 -0.0004312704720067652 -0.0013729213453349876 0.0010710106454361341
leaf_weight=2.7769752029562365 0.4184011718025421 1.238314948597689 0.87463529745582214 0.46955503174103796 0.41554597462527443 0.35067773051560003 0.1023868239717558 0.96677482503582701 0.52519055921584357 0.45713528292253602 1.5974068451905621 1.8923074795166019 1.4408954802202063 0.38664113203412842 0.25272563099861178 1.0618306667893191 0.5571842466015372 0.39954683044925332 1.6802958653424895 0.48501225258223701 0.38988421735120926 0.27458936441689719 2.5489304853253998 0.46952751511707891 0.45499145390931517 0.49713982397224776 0.93224751565139641 1.9233389413566326 0.47394028012058687 0.36281296436209443
leaf_count=162 144 802 58 18 38 17 9 121 14 27 253 103 61 58 19 114 47 13 63 26 67 18 246 15 13 34 569 574 195 12
internal_value=0 -0.000349816 0.000134535 -0.000501087 0.00018371 0.00037015 0.000433668 0.00051283 0.000663365 -0.000192919 0.000774424 -0.000343646 8.32755e-05 -0.000805756 -0.000213033 -0.000576796 9.06123e-05 -0.000180203 0.00022625 0.000458736 0.000146453 0.000560105 0.000653722 0.000870668 -9.58536e-05 -0.000507193 -0.000819992 -0.000638419 -0.000395489 -0.000192858
internal_weight=0 13.5562 13.1206 10.3894 12.7022 8.49631 8.14563 7.6566 6.29028 4.20588 5.76509 3.74875 1.85644 0.489028 5.45873 2.48352 2.97522 1.36632 2.72249 2.16531 3.16686 4.16768 3.89309 3.01846 1.42169 0.966695 4.93065 3.69234 2.76009 2.28615
internal_count=3910 2715 1195 2486 1051 822 805 738 604 229 590 202 99 67 334 179 155 134 136 89 229 337 319 261 65 52 2152 1350 781 586
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=156 1213 475 158 30 1365 49 482 15 403 14 130 1429 1 44 456 12 3 9 160 133 30 1374 1 42 43 42 2 52 12
split_gain=0.138439 0.132995 0.139821 0.131491 0.137631 0.125717 0.12142 0.120093 0.122187 0.133389 0.118782 0.120135 0.121294 0.126122 0.152887 0.152673 0.150389 0.16753 0.147353 0.142897 0.19263 0.139989 0.13862 0.178989 0.222272 0.188862 0.24064 0.177627 0.211772 0.192235
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.11034000000000001 0.085915000000000019 1.0000000180025095e-35 -0.083359999999999976 0.10022500000000002 -0.46970499999999993 -0.084084999999999979 0.077685000000000018 -0.23515499999999998 -1.0000000180025095e-35 0.11561500000000001 0.081710000000000019 0.084065000000000015 0.099370000000000014 -0.17479499999999998 0.084755000000000011 -0.092169999999999988 -0.031394999999999992 0.084750000000000006 -0.094679999999999986 1.0000000180025095e-35 -0.089024999999999979 -0.16369999999999998 0.091955000000000023 0.091985000000000011 0.098910000000000012 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 2 -2 4 5 7 -4 8 -3 -10 11 -11 -13 14 15 16 18 -18 19 20 -14 22 -21 24 -24 -26 27 29 -29 -27
right_child=1 3 6 -5 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 17 -19 -20 21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0035636618175113022 0.0035946810701384026 0.003567954419189388 0.0032116151296990541 -0.002947689900686432 0.0035641239042853035 -0.0024361109771378385 -0.0035715599113113538 -0.003253908468153658 -0.0028674817875186951 -0.003555394743080492 -0.0018439483574010768 -0.00238334963190416 0.0024849779560684598 0.0011581244236602908 -0.0036160681689718223 -0.0029887793220528458 0.0034670855420032443 -0.001898279941259612 -0.0020909662282429242 -0.001241519464317534 -0.0028516476523654782 -0.003186656011233116 -0.0036035681880605091 0.0015999048716420394 0.003154672535059438 0.00032794101712468752 -0.0036036713612551006 0.0024574474932843636 -0.00081346291949558702 -0.003617888012586582
leaf_weight=0.1442046887023033 0.048212451860308647 0.12794361604027749 0.037205565604381263 0.18621503139002094 0.13958116377762131 0.25729203564697023 0.31410300450806694 0.13473762372086717 0.19036707225312532 0.10568156381485216 0.36894248225144188 0.2152827743920892 0.11664406712225173 1.792305206225137 0.13633984103216779 0.18693993789202057 0.082935306971194223 0.63543572166236106 0.27863132156198833 0.39782908046616139 0.31692174835915388 0.11455683910753567 0.17343079881901724 2.565045893243223 0.30811668226669064 0.56973496538566992 0.19265297675156023 0.79975805912545161 0.36266370619705413 0.21414080719841877
leaf_count=197 4 84 4 128 96 73 583 102 441 23 88 143 27 322 19 148 11 176 60 38 188 7 86 418 18 107 68 81 28 142
internal_value=0 -6.29146e-05 -0.00207508 1.03666e-05 6.14459e-05 1.55146e-05 -0.00285318 7.62426e-05 0.000120008 7.64356e-05 0.00013285 0.000209099 0.000251157 0.000312511 0.000109124 0.000178551 0.000261612 -0.00127885 0.00043425 0.000549002 -0.00141591 0.000698516 0.00077823 0.000933183 0.000280569 0.00055585 0.000181488 0.00055616 0.00143696 -0.000749989
internal_weight=0 11.3696 0.399521 10.9701 10.7839 10.6443 0.351309 10.387 10.2523 10.1244 9.93399 9.56505 9.45937 9.24408 7.45178 7.31544 7.1285 0.718371 6.41013 6.1315 0.433566 5.69793 5.58337 5.18554 2.6205 2.44707 2.13895 1.9463 1.16242 0.783876
internal_count=3910 3713 591 3122 2994 2898 587 2825 2723 2639 2198 2110 2087 1944 1622 1603 1455 187 1268 1208 215 993 986 948 530 444 426 358 109 249
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=39 51 3 45 14 3 49 133 3 12 0 48 15 12 3 43 9 2 44 49 160 16 13 132 13 12 41 42 48 3
split_gain=0.133345 0.154629 0.154418 0.145493 0.208172 0.164608 0.15934 0.164376 0.142635 0.163917 0.145988 0.165062 0.166193 0.164598 0.199119 0.222586 0.190373 0.179315 0.156356 0.162823 0.146181 0.1373 0.202317 0.148593 0.175848 0.192735 0.194635 0.162904 0.132563 0.192336
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 -0.080134999999999984 0.077685000000000018 -0.10628499999999998 -0.091004999999999989 -0.10260499999999999 0.16699000000000003 0.10700500000000002 -0.11524 0.12675000000000003 -0.076594999999999983 0.090385000000000007 0.10666500000000002 -0.074254999999999988 -0.016839999999999997 0.099675000000000014 0.13998500000000003 -0.082494999999999985 -1.0000000180025095e-35 -0.25582999999999995 -0.16277999999999995 0.087875000000000023 0.098990000000000009 0.080120000000000011 0.078150000000000011 0.11118500000000002 0.11280000000000003 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 21 -7 -8 9 10 11 12 -9 16 15 17 -12 20 19 -18 -15 22 -5 24 25 -23 -27 -26 29 -3
right_child=1 28 -4 4 -6 6 7 8 -10 -11 13 -13 -14 14 -16 -17 18 -19 -20 -21 -22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0035905423838158861 -0.0035748764695545808 0.0011631535070012837 0.0027706019548348268 -0.0015504041625039084 -0.0036238481877379982 -0.0024403929357348303 -0.0032274665095737595 -6.9669893743005737e-05 0.0021948850292923317 -0.0033478300731192168 0.003766852189073282 -0.0023846261356052743 0.0019915531303189298 -0.003547348897509552 0.003237857211987051 -0.0034827347972547365 0.0022681150140543799 -0.0035764121443204754 0.0037538189816172327 -0.0026172176447856917 0.0018627581735002183 0.0035587301576198724 0.0026910952675675373 0.0031957666775112277 -0.00300095384258664 0.00071330710078226019 -0.0035914082137448958 0.0013929938200506749 0.0034932264409645144 -0.0022836541299601837
leaf_weight=0.1156850255792915 0.097074525590869487 1.2913061584986287 0.20297051829402413 0.18302808934822679 0.24178992224187901 0.53903587974491163 0.2507614623573281 1.4211738318845168 0.27030721213668574 0.23003023471756012 0.075084952521130677 0.25138747104210768 0.74165837251347988 0.070710229047108442 0.20665184507379308 0.24510241697498691 0.091598478844385656 0.11666276476171333 0.056148067116737255 1.1789826493550459 0.51835281445528381 0.20290222077164333 0.59746372167137485 0.15431684901705001 0.44336377134459326 0.53250764077529311 0.17349077994003892 0.13779130697366782 0.2310240773949771 0.23902914958307508
leaf_count=14 20 359 123 18 111 119 374 140 25 167 3 28 74 82 12 379 7 90 1 1167 136 20 72 25 125 102 29 8 56 24
internal_value=0 0.000761995 -0.00027412 -0.000342437 -0.000393385 -0.000303486 -0.00060577 -0.00043302 -0.000305005 -0.000434866 -0.000300138 0.000322495 0.000637146 -0.000887477 9.76089e-05 -0.000584889 -0.00170086 0.000421549 -0.0020103 -0.00226503 0.00121334 0.000477343 0.00169645 -0.000101298 -0.000442757 0.000526834 -0.000344526 -0.00195915 0.00100101 0.000624783
internal_weight=0 1.85843 9.24896 9.04599 8.9303 8.68851 6.26365 5.72461 5.47385 5.20354 4.97351 2.41422 2.16283 2.55929 1.15748 0.950828 1.40181 0.705726 1.32673 1.27058 0.589063 2.42486 0.780492 1.64437 1.49006 0.908901 0.705998 0.581155 1.76136 1.53034
internal_count=3910 459 3451 3328 3314 3203 2804 2685 2311 2286 2119 242 214 1877 699 687 1178 308 1175 1174 218 399 90 309 284 151 131 133 439 383
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=1 12 40 50 158 133 0 0 51 52 4 3 123 12 13 3 3 151 52 50 47 4 2 2 43 159 43 147 1444 49
split_gain=0.788201 0.527617 0.745681 0.504532 0.474557 0.42153 0.443001 0.583559 0.482844 0.428269 0.426695 0.416932 0.388331 0.388172 0.410747 0.595736 0.378581 0.333882 0.346563 0.368583 0.377381 0.362937 0.382391 0.425719 0.347434 0.319961 0.311839 0.294548 0.265033 0.255921
threshold=0.099595000000000017 -0.071274999999999991 0.34489500000000001 0.086465000000000014 0.084965000000000027 0.10681500000000001 -0.074249999999999997 -0.10783 -0.10145999999999998 0.11401500000000002 -0.49837999999999999 0.16699000000000003 0.11662000000000002 0.085325000000000012 -0.084084999999999979 -0.021064999999999997 0.31335500000000011 -0.40391999999999995 -0.42985499999999993 0.11515000000000002 0.09585500000000001 -0.17479499999999998 0.114165 0.11230000000000001 -0.073139999999999983 -1.0000000180025095e-35 -0.079109999999999986 0.088295000000000012 -0.10662999999999999 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 29 -8 10 -10 13 -5 14 -9 -16 17 -3 -19 20 21 -20 23 26 -22 -21 -23 -28 -6 -1
right_child=1 16 -4 12 28 -7 8 11 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 25 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00075279037405466607 0.0010301242178530421 -0.0013523798835072883 -0.0013802866456968921 -0.0013332080759906246 0.0014025768105747917 -0.0011818715791963124 -0.001142126799953802 -0.0013286771023851719 -0.00042948039973462457 -0.00089476077177521739 0.00064817696560155985 0.0014409078088349673 0.0013739565983486941 -0.0012611401478443145 0.00071288546057825903 -0.00086720352288948972 0.0013338745271186873 -0.0013262971201033669 -0.0010381930156626161 -0.0013474946076986365 0.00026975107717230011 -0.00027081259435577721 0.0010416092313810046 -0.00084701503586220731 -0.0007417319808497799 0.00040481141463828864 0.0010953538399568114 -1.2914168374784874e-05 -0.0011811535922520724 0.00018864663338844645
leaf_weight=0.58807572192745272 1.9064739980967709 0.32175253517925462 0.25314556621015061 1.1178432466404036 0.073646721313707419 0.66604683440527956 0.42987902258755628 0.60872310952981967 0.78452457475941573 0.45717928797239427 3.4667274831736026 0.15789825376123179 0.10056251287460316 1.5300822317367417 0.8474762195837684 0.81504970515379838 0.36757464415859509 0.32148855115519559 0.29726755758747003 0.54867902724072337 1.1156077298801395 0.77549262461252189 1.3989961990155277 0.54563193349167693 1.2581515834899617 0.27107980323489744 1.2465092178899877 0.62789496104232956 1.1268652794824436 3.4663369396002954
leaf_count=42 306 23 8 573 2 330 113 200 36 44 156 5 3 780 81 55 66 121 19 59 43 45 147 11 59 17 65 30 275 196
internal_value=0 0.000161257 0.000747581 -0.000293118 -0.000226866 -0.000157728 -0.000105863 -0.000299785 0.000196577 0.0003188 0.000449306 -0.000660125 -0.00110977 -0.000747397 -0.000401302 -6.17497e-05 2.20502e-05 -3.3193e-05 1.72961e-05 7.07201e-05 0.000165356 0.000374847 0.000466271 0.00021439 -0.00026636 -0.000768038 0.00043294 0.000724102 -0.00102265 5.20951e-05
internal_weight=0 11.2557 2.15962 16.2369 15.0185 13.818 13.152 8.01364 5.13831 4.70843 4.25125 3.95923 1.21841 3.80133 2.27125 1.66253 9.09613 8.72855 8.4068 8.08531 7.26555 4.89179 4.59452 3.19553 2.37376 0.819759 2.6499 1.8744 1.20051 4.05441
internal_count=3910 1019 314 2891 2315 2038 1708 1359 349 236 192 1121 576 1116 336 136 705 639 616 495 419 317 298 151 102 76 140 95 277 238
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=4 12 3 3 151 16 0 0 13 16 50 52 52 13 16 147 52 52 4 48 49 151 1 11 16 47 142 0 4 16
split_gain=0.634305 0.557315 0.427745 0.395503 0.393958 0.383831 0.334854 0.355123 0.332185 0.36916 0.316497 0.296809 0.380848 0.480635 0.428614 0.271341 0.288493 0.327262 0.267062 0.455169 0.419019 0.328926 0.312512 0.24934 0.287928 0.242159 0.340881 0.240029 0.230868 0.336829
threshold=0.28937500000000005 0.080120000000000011 0.10666500000000002 -0.015794999999999997 -0.27336999999999995 0.10994000000000002 -0.070894999999999986 -0.10575999999999998 0.10741000000000002 0.0015250000000000001 0.11901000000000002 -0.42985499999999993 -0.088779999999999984 0.043015000000000005 -0.23935499999999996 0.088565000000000019 0.18936500000000003 0.14114500000000005 -0.0010999999999999996 0.09227500000000001 -0.006494999999999999 -0.086769999999999986 0.11215000000000001 1.0000000180025095e-35 -0.30307999999999996 0.096475000000000019 -0.073359999999999995 0.076335000000000014 0.0066400000000000009 -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 3 6 8 -2 15 7 23 -1 -10 25 -8 -13 -14 -15 16 17 18 20 28 21 -5 -21 24 -3 26 -6 -16 -20 -30
right_child=4 2 -4 5 10 -7 11 -9 9 -11 -12 12 13 14 27 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00095654246723424197 -0.0012228999365572824 -0.00082456656771970295 0.00040473993738456232 0.0010879381672936335 -0.0012864220833898746 -0.00082316461999267486 -0.0014238410695480797 -0.0010288563278330744 -0.00091111672841293556 0.00069674600971985961 -0.00085190773690613914 0.00071688493450696204 -0.001029046858862051 0.0015550335741516649 0.0003049497959081129 0.0011602283076728474 -0.0011362899415202274 0.0014236063754945421 -0.0014426263191722102 0.0009927915818712153 0.00088379902833556447 -0.00067848743186882594 -0.00049920405910176444 -0.0012695298597172049 0.00051778082445001544 7.6534946149227036e-05 0.0011152601688998599 -0.0014951862102332849 -0.0012424361237507234 0.00027930630928073617
leaf_weight=1.4878458353923636 0.2569767705863345 0.5024299524957313 1.0884732049889851 0.27134926640428603 0.12565177399665284 1.2938918007421305 0.34918346919585053 3.4212494688981683 0.53846559452358611 0.61062303918879479 0.27662680717185129 0.91427490010391999 1.0887290524551607 0.36409781500697136 0.39409472662373435 0.39326933969277877 0.45583641820121545 0.32050613313913334 0.65656974603189766 0.6681732442229984 1.2246016120770939 0.95350684865843527 0.48587867245078087 0.3755445816204882 0.8827891471446504 0.82417234603781242 2.0581617628922673 0.23810426890850067 0.52373498427914389 0.65721592307090804
leaf_count=119 20 77 31 30 4 138 165 1957 35 25 18 73 246 5 43 30 43 11 54 26 83 58 35 83 39 40 344 13 33 32
internal_value=0 -0.000184547 -0.000430934 4.02778e-05 0.000465019 -0.00011809 -0.000537564 -0.000763011 0.000515004 -5.67022e-05 0.000597076 -0.000188668 -4.48672e-05 -0.000378892 0.000331581 1.99136e-05 -5.22151e-05 3.35539e-05 -4.83278e-05 -0.000332107 0.000298258 -0.000287161 0.000364632 -0.000246462 3.09008e-05 0.00073033 0.000977073 -0.000373033 -0.000769693 -0.000395565
internal_weight=0 20.1604 9.61897 10.5415 3.54159 7.90453 8.5305 5.18201 2.63693 1.14909 3.28461 3.34848 2.9993 2.08503 0.996297 6.61064 6.21737 5.76154 5.44103 2.99157 2.44946 1.22486 1.15405 1.76076 1.38522 3.00799 2.18381 0.632199 1.83752 1.18095
internal_count=3910 3484 2732 752 426 573 2701 2156 179 60 406 545 380 307 61 435 405 362 351 180 171 88 61 199 116 388 348 56 119 65
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=484 150 160 1213 52 133 1373 1 48 11 14 133 2 48 0 52 13 0 4 0 48 15 4 3 146 122 0 475 51 484
split_gain=0.136705 0.230296 0.12519 0.130371 0.135458 0.138582 0.141243 0.129014 0.171759 0.148744 0.138676 0.140738 0.153589 0.224486 0.177265 0.153487 0.211867 0.152827 0.182864 0.147047 0.145968 0.145397 0.179931 0.188821 0.137497 0.153869 0.143615 0.127808 0.127695 0.14522
threshold=-0.0043499999999999988 0.10117000000000001 -0.40446999999999994 -1.0000000180025095e-35 -0.42985499999999993 -0.40071499999999999 0.099250000000000019 0.11561500000000001 0.12675000000000003 0.095930000000000015 0.08840000000000002 0.10681500000000001 0.091985000000000011 0.10264000000000002 -0.230625 0.11401500000000002 -0.089189999999999978 -0.067059999999999995 -0.37626499999999991 -0.11756999999999999 0.099240000000000009 0.084050000000000014 -0.029114999999999999 -0.12817999999999996 0.11615000000000002 0.11355000000000003 -0.18087499999999998 -0.086004999999999984 -0.40274499999999996 0.11837000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 27 -5 -6 7 8 9 10 11 12 13 14 -7 16 -14 21 -19 -17 -18 22 -16 -24 25 26 -9 -4 -28 -30
right_child=2 -3 3 4 5 6 -8 24 -10 -11 -12 -13 15 -15 17 19 20 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0027465013262929724 -0.0024968155135015424 0.0026523849429944874 0.0040222251719223149 -0.0025442880554112737 -0.0037898921529163783 0.0039794377690838866 -0.0037414653525548835 -0.0007996455715554774 -0.0036822704253044263 -0.0035541594479531285 -0.0040341737386559691 -0.0024359916759796483 0.0029823778815986951 -0.003902771680203023 0.0017363901124334226 0.0017617172434613738 0.00012663702768826829 -0.0022370954452586031 0.0028583082539201865 -0.0039414191909668481 0.0026438016135827444 -0.0040028711884090712 0.0035802383816308618 -0.0014149892995218049 -0.0032125660310837688 -0.0037556956433167608 -0.00060909385693146004 -0.003179458834663675 0.0032284824465026625 -0.002894931265111702
leaf_weight=0.64283467233326597 0.3052489832698474 0.15507350995903835 0.044552739709615707 0.28093587041803125 0.13182612499076363 0.18281101470346861 0.13366034449427466 0.26765914830320969 0.18129006582603313 0.1598839409998617 0.11347541880968481 0.26615636170754431 0.91333632642636153 0.22865199108491641 0.52885096583485758 0.12066800959291868 1.6323583911362223 0.14513385659665801 0.47876318691125419 0.17540473776170973 0.46893293620087195 0.1780380165655514 0.13140824635046899 1.3383545861579531 0.09959341981448222 0.080954474164172896 0.19273519364651259 0.310812838175475 1.0954612031782742 0.064868149056565128
leaf_count=594 303 18 4 301 150 11 29 42 28 24 28 308 82 26 72 12 248 35 60 37 31 206 14 331 6 6 18 530 346 10
internal_value=0 -0.00169723 1.15831e-05 8.8563e-05 0.000176194 0.000258284 0.000316426 0.000376392 0.000139562 0.000237669 0.000325502 0.000398374 0.000514029 -0.000105471 0.000185564 0.00111506 0.00138339 -6.20885e-05 0.00167299 -0.00161704 0.000688378 -0.000559417 -0.000252672 -0.000968377 0.00132877 0.00159456 0.0018618 -0.00227657 0.00238828 0.00288615
internal_weight=0 0.797908 10.2518 9.94658 9.59121 9.31028 9.17845 9.04479 7.24352 7.06223 6.90234 6.78887 6.52271 3.21201 2.98336 3.3107 3.01463 2.80055 0.623897 0.296073 2.10129 2.17665 1.99861 1.46976 1.80127 1.70168 1.62072 0.355366 1.35306 1.16033
internal_count=3910 612 3298 2995 2461 2160 2010 1981 1553 1525 1501 1473 1165 755 729 410 361 718 95 49 279 623 417 345 428 422 416 534 374 356
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=1456 151 1 1374 484 0 3 49 49 47 133 133 3 12 2 2 484 42 15 2 43 15 47 50 48 106 149 474 0 128
split_gain=0.123536 0.145159 0.119413 0.161289 0.158212 0.229227 0.160793 0.157394 0.160818 0.167573 0.157859 0.177243 0.197096 0.193625 0.165487 0.155348 0.144279 0.158069 0.126494 0.125616 0.206527 0.120961 0.147061 0.149902 0.17116 0.177137 0.149511 0.131355 0.118605 0.115365
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.094385000000000011 -0.094679999999999986 -1.0000000180025095e-35 -0.23029999999999998 -0.115685 0.090775000000000008 -0.088329999999999978 0.07813500000000001 -0.090054999999999982 0.10681500000000001 0.10666500000000002 0.094045000000000004 1.0000000180025095e-35 0.14808000000000002 0.087495000000000017 -0.09361499999999999 -0.016339999999999997 0.11635500000000001 0.093240000000000017 0.035895000000000003 0.086785000000000015 0.11901000000000002 0.12862000000000004 0.092305000000000012 0.11108000000000001 -1.0000000180025095e-35 -0.10303999999999998 0.086435000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 18 8 -8 10 -10 12 13 14 -12 21 17 -16 -7 20 -20 22 23 24 25 26 27 -4 -23 -29
right_child=2 -3 15 4 5 6 7 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 19 -21 -22 28 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0007803487416019882 -0.003757955446289997 -0.0036388202554348548 -0.0017987130401025558 -0.0036567774315206594 0.0028447188339632144 0.002876427369458881 -0.0029288285102719602 -0.0033371873378923861 -0.0036211152713296786 -0.0036841807165001127 -0.0026081929562037985 -0.0036769164398179855 0.0028202567961858097 -0.0036738760859743999 -0.0036919436835325336 0.0030826838875169047 -0.0036423264732709476 0.0014144482471554341 0.00044699163355020963 0.0029421166496819235 -0.0039855817612207698 0.00065622710492071101 -0.0003152343708843211 -0.0029437369987850557 -0.0017549753356910153 -0.0025094284027702683 -0.0019748057704329016 0.0026245544674091082 -0.0026880431159426984 -0.0022162265080577482
leaf_weight=0.15295823730411939 0.1797470146266259 0.2647440816181178 0.10223417312954586 0.1744327644519198 0.31084510200889681 0.27717702295922197 0.32773659355007057 0.28787941587506782 0.14846426556687253 0.1731048981018829 0.2138105972662826 0.14302867846345169 0.38471371377818275 0.17176305911925727 0.084364461581572514 0.26368254552653514 0.089484891075699013 1.2588173469375752 0.68848184559464998 0.17239419696852565 0.17118720660801046 0.23385341245739255 1.8248470301041377 0.11590274272020895 0.21924542076885689 0.12731989598250937 0.12152647523907933 1.5419753844762456 0.33855799245793594 0.06700157478917379
leaf_count=41 46 328 48 353 24 45 87 299 302 75 148 282 17 104 72 138 57 374 110 7 12 29 228 20 11 18 8 481 135 11
internal_value=0 -0.00202057 -1.67803e-05 -0.000395926 -0.000276912 -0.000156674 -0.000359828 -0.000786565 -0.000541423 -0.000248106 -9.65536e-06 0.000218894 0.000471833 -2.50602e-05 0.00035559 0.000385414 0.000797904 0.00109372 0.000710296 0.000128547 -0.000435673 0.000233847 0.000449973 0.00105837 0.00127121 0.00160971 0.00189587 0.00217075 -0.00132177 0.00242297
internal_weight=0 0.417702 10.2136 5.25743 5.07769 4.90325 4.59241 3.28317 2.99529 2.66755 2.49445 2.34598 2.20295 1.81824 1.64648 4.95615 1.43267 1.34318 1.30924 1.03206 0.859669 4.69246 4.12005 2.29521 2.1793 1.96006 1.83274 1.71121 0.572411 1.60898
internal_count=3910 369 3541 2414 2368 2015 1991 1817 1518 1431 1356 1054 772 755 651 1127 503 446 174 129 122 989 825 597 577 566 548 540 164 492
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=1 4 40 3 38 133 3 123 3 47 1348 123 42 124 1 2 43 15 4 43 52 3 3 51 3 3 12 2 4 1
split_gain=0.580688 0.391167 0.358976 0.398922 0.489653 0.312718 0.312303 0.308467 0.297439 0.284276 0.25466 0.251014 0.426886 0.238195 0.230654 0.199542 0.225099 0.225944 0.190484 0.254931 0.188725 0.23197 0.218812 0.202916 0.18601 0.319626 0.362717 0.302157 0.198367 0.185455
threshold=0.094485000000000013 0.51224500000000017 -0.083709999999999993 0.16699000000000003 0.13790500000000003 -0.088724999999999984 -0.115685 -1.0000000180025095e-35 -0.032959999999999996 0.085165000000000018 0.090050000000000005 0.086020000000000013 -0.080904999999999991 -0.084084999999999979 0.096230000000000024 0.11635500000000001 0.093240000000000017 0.079360000000000014 -0.34687499999999999 -0.090164999999999981 -0.094124999999999986 0.086245000000000016 -0.015794999999999997 0.08955500000000001 -0.074234999999999982 -0.075954999999999981 0.090840000000000018 0.10066500000000002 0.22584000000000001 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=6 2 5 7 -5 -2 9 -4 -8 15 11 14 -13 -10 -9 16 17 18 -1 29 -15 22 -22 -23 25 26 27 -16 -28 -20
right_child=1 -3 3 4 -6 -7 8 10 13 -11 -12 12 -14 20 24 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0006974388017917249 -0.0014302986435549504 0.0011381623620668256 0.001396216521808733 0.0011384426440948995 -0.0014245778456929905 0.00103669198944417 -0.0010029636985188096 0.00052454219387140625 0.00051361756072027854 0.00086997693740500145 0.00098890020754145648 -0.0014435229039491319 0.0012401359340463349 -0.0013271283746043618 -0.00058707518873180693 0.00072522217883084778 -0.0015522394708528549 -0.0013931874680014461 -0.0014181289295465895 0.0010214267347910995 0.00029529261181828734 -2.8556814251267169e-05 -0.001155896392523775 -0.0010005794100835989 -0.00079573761574211227 0.0010408700470556926 -0.001389346338811665 0.0012078867532533241 -0.00048372308228894918 0.00052454986793176142
leaf_weight=0.59725512808654524 0.11405079439282417 0.40327509352937418 0.17550321470479957 0.656434374686797 0.17893403023481369 0.645519292447715 4.5154710217320817 0.35936727101215726 0.39146237127715711 0.3866025693132541 0.22755153710022646 0.16025608405470848 0.36985737498616789 0.59040210442617524 0.33587997872381947 0.26332080457359541 0.34773707811837073 0.31516445876331989 0.1997488763008739 0.44721682742237934 0.23301772761624295 1.9189378970768305 1.2335755371605075 0.51354027830529947 4.0680576166487352 0.28372033446794365 0.67708991334075141 0.37376943288836628 1.3987924978137014 0.172958567913156
leaf_count=27 3 167 22 113 6 108 2157 56 32 25 27 4 78 74 23 8 21 79 23 27 14 75 110 32 293 11 164 47 65 19
internal_value=0 -0.000188094 -0.000241447 -0.000315862 0.000589449 0.000666269 -0.000630103 -0.000405575 -0.000748908 -0.000221189 -0.000443885 -0.000484503 0.000428852 -0.000513875 -0.000549089 -0.000401204 -0.0005438 -0.000341374 -0.000107463 0.000322292 -0.000603468 -0.00049389 -0.000925326 -0.000233768 -0.000603147 -0.000347883 -0.000489334 0.000358324 -0.00077911 -0.00051661
internal_weight=0 10.4281 10.0248 9.26521 0.835368 0.75957 12.1264 8.42985 9.39641 2.73 8.25434 8.02679 0.530113 4.88094 7.49668 2.3434 2.08008 1.73234 1.41718 0.819924 4.48947 3.89907 1.46659 2.43248 7.13731 3.06925 2.78553 0.709649 2.07588 0.372707
internal_count=3910 1187 1020 909 119 111 2723 790 2494 229 768 741 82 337 659 204 196 175 96 69 305 231 124 107 603 310 299 70 229 42
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=31 105 2 484 123 401 1374 150 133 41 456 151 148 2 159 123 150 4 1211 128 34 15 16 4 12 15 15 453 43 4
split_gain=0.126376 0.197491 0.135842 0.180576 0.147544 0.144 0.141604 0.174018 0.130323 0.13392 0.136794 0.120843 0.120334 0.151276 0.149357 0.129399 0.151735 0.139873 0.137229 0.125954 0.128796 0.143548 0.121293 0.126107 0.225023 0.141621 0.148784 0.117494 0.11026 0.110021
threshold=-1.0000000180025095e-35 0.094650000000000012 0.097940000000000013 -0.0043499999999999988 0.087855000000000016 0.083100000000000021 0.090240000000000015 0.081245000000000026 0.088850000000000026 0.080335000000000018 0.084065000000000015 0.077805000000000013 -0.083929999999999991 -0.14847999999999997 0.10276500000000001 0.10103000000000001 0.086420000000000011 0.0057500000000000008 1.0000000180025095e-35 0.11695000000000001 -1.0000000180025095e-35 -0.13578499999999996 -0.41163499999999992 0.070230000000000015 0.097510000000000013 0.084050000000000014 -0.098459999999999978 0.10963500000000002 -0.4045149999999999 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 7 27 9 10 12 -9 -5 -14 15 16 18 -18 19 20 -15 -22 -23 24 25 26 -24 29 -27 -4
right_child=2 -3 4 5 -6 -7 -8 11 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0034344097135886671 -0.0030389785417923873 -0.0037785082142756132 -0.00038310252013885421 -0.0036263890537150717 0.0026753296215604881 -0.0034558027653038095 -0.0030220121713736593 0.0028113765425157155 -0.0025902191846128683 -0.0024654957691880295 -0.0035025096685627399 -0.00018486483986665509 0.003085980583477367 -0.0027498868569129035 -0.0035216752373899338 -0.0036148031377127637 -0.002716212314157682 0.00032832898835247898 -0.0035651618632245767 -0.0037140806554551661 -0.0022793516679597424 -0.0035720283365515077 -0.0015486260086979373 0.0028396368622046609 -0.0036003418227961098 0.0024776531070409918 0.0018987427781971108 -0.0035189936549707185 -0.0035615963354701644 0.0011436807166963761
leaf_weight=0.2567985986097473 0.34185824415908328 0.058497492223978043 2.2314680053823408 0.10517233426798878 0.30227674412890326 0.18481811536548765 0.17346223312779319 0.49255989324592508 0.28769833928527067 0.29135578904242709 0.1349463535734684 0.25715115087223239 0.21785304315562726 0.11746587438392486 0.14137192607449822 0.10946475062519301 0.36341245227958996 0.39554186660097912 0.094583987967780447 0.076682415230607037 0.15493294328553053 0.064475907420274203 0.17464064985688299 0.55826951202470798 0.12840196993784037 0.05427323654294236 1.5673983373089928 0.1223334505339152 0.12610886017136858 0.80648463603574772
leaf_count=112 472 1 664 33 132 255 33 118 461 73 66 35 53 34 65 10 92 26 120 28 69 18 32 26 51 2 285 15 348 181
internal_value=0 0.00209618 -0.000181564 -0.000542677 0.000287 -0.000383133 0.000110205 0.000249162 -0.000273164 -0.000136461 1.15391e-05 0.00178366 0.000118101 0.000208741 5.68601e-05 0.000183791 0.000291065 -0.0011295 0.00063693 0.000768421 0.000885099 0.00103606 0.00122818 0.00134681 0.000940434 0.00124372 0.00155314 -0.000114866 -0.00174451 2.22123e-05
internal_weight=0 0.315296 10.0765 5.69073 4.38574 5.34887 4.08346 3.91 5.16405 4.87635 4.585 0.749711 4.45005 4.34488 4.12702 3.98565 3.87619 0.758954 3.11723 3.02265 2.94597 2.8285 2.67357 2.60909 2.05082 1.92242 1.74204 3.16029 0.180382 3.03795
internal_count=3910 113 3797 2619 1178 2147 1046 1013 1892 1431 1358 153 1292 1259 1206 1141 1131 118 1013 893 865 831 762 744 718 667 317 860 350 845
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=156 15 474 51 421 1348 484 150 11 43 48 43 376 42 40 133 160 40 13 13 16 13 15 15 4 43 455 43 49 160
split_gain=0.115515 0.11661 0.143449 0.163851 0.179509 0.130747 0.158377 0.16595 0.146836 0.141262 0.230485 0.171086 0.165211 0.159871 0.137691 0.149647 0.161889 0.161359 0.151071 0.152396 0.131935 0.130964 0.193736 0.138322 0.150342 0.154909 0.130982 0.126289 0.13115 0.125782
threshold=-1.0000000180025095e-35 -0.26361999999999991 -1.0000000180025095e-35 0.11024000000000002 1.0000000180025095e-35 0.090050000000000005 -0.0043499999999999988 0.094545000000000018 0.088315000000000018 -0.074254999999999988 0.086665000000000006 -0.076179999999999984 0.084835000000000008 -1.0000000180025095e-35 -0.083709999999999993 0.08493500000000001 -0.088649999999999993 0.08159000000000001 -0.083924999999999986 -0.028919999999999998 0.22945500000000005 -0.10939499999999998 -0.20388499999999996 0.035895000000000003 0.41452500000000009 0.083940000000000015 -1.0000000180025095e-35 0.24789500000000006 -0.080034999999999981 -0.054789999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -3 9 10 11 14 13 -11 -8 16 -16 -17 -18 -20 21 22 -15 24 25 -23 -25 28 -24 -21
right_child=1 5 3 -5 -6 -7 8 -9 -10 12 -12 -13 -14 20 15 17 18 -19 19 29 -22 23 27 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036642970104612039 -0.0038914314449312172 -0.0033843503734194429 0.0032626142326339707 -0.0016160008561854993 -0.0035564957452880095 0.0029641442774633354 0.0030522883527399894 0.0018246506987561228 -0.0025685740990049576 -0.0030739578908919357 0.0024212770330455475 0.0032473401432399746 0.0024103442179019938 -0.0029492071996579973 -0.0031073815917134866 -0.0031582525327723127 0.0026850192039905812 0.0036128622023548882 -0.0031653066908251307 0.0036376212575924514 -0.0025237309469262419 0.00045492425357492321 -0.0011742524952552905 0.0038308548250576813 -0.0036215425407325769 -0.0022344834100831976 -0.0027088448507083598 -0.0017675026851629975 0.0025645774786428313 -0.00015533657994710071
leaf_weight=0.12055058148689646 0.066202944377437234 0.38257130444253284 0.5313479472824828 0.15540982264792547 0.057050616014748812 0.17260772552981585 0.15564469214587129 0.1037587430619169 0.3168655494082494 0.31692779033255192 0.70203841173497483 0.20301919612392794 0.26239902299130324 0.15749611836508837 0.19370700146100706 0.39990858905002813 0.31420055738999497 0.053219331603031605 0.18978035483451072 0.13866954820696242 0.35526899857359229 1.8228278889801113 0.15118669619550917 0.044233210384838961 0.16142767574638117 0.33897922222240584 0.53798869656021209 0.1440773948415881 0.72867508497437938 0.73583387370308695
leaf_count=197 3 503 267 21 2 48 50 21 98 556 192 23 41 16 97 369 29 6 65 21 143 252 26 1 22 34 524 34 103 146
internal_value=0 -6.65286e-05 0.00126161 0.00172026 0.00260144 -0.000184966 -0.000245967 -0.00227301 -0.000128948 -3.36003e-05 0.000581513 3.97368e-05 -0.000411626 -0.00056722 -0.000258849 -0.000513308 1.97974e-05 -0.00236299 0.000459234 -0.000197868 -0.000388375 -0.000202751 0.000822784 -0.000619761 -0.000220732 3.32153e-05 -0.002212 0.00140297 0.00192213 0.000446111
internal_weight=0 9.89332 0.810011 0.743808 0.588399 9.08331 8.9107 0.48633 8.42437 8.10751 3.08602 2.38398 5.02149 4.75909 2.18096 2.02532 1.57219 0.453128 1.37848 1.06428 4.44216 4.08689 1.18144 2.90546 2.32323 2.16181 0.582222 1.02394 0.879862 0.874503
internal_count=3910 3713 293 290 269 3420 3372 524 2848 2750 998 806 1752 1711 783 733 358 375 261 232 1155 1012 179 833 308 286 525 163 129 167
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=31 105 2 484 401 11 150 15 151 160 49 151 456 133 41 8 38 457 13 159 457 14 160 4 15 0 0 15 52 124
split_gain=0.11134 0.164191 0.113847 0.144954 0.123706 0.119424 0.138504 0.167942 0.125477 0.115878 0.130887 0.125964 0.110572 0.10911 0.112943 0.102655 0.130254 0.115841 0.12603 0.127991 0.123093 0.121213 0.122216 0.116804 0.116301 0.132775 0.372226 0.114654 0.111749 0.0979382
threshold=-1.0000000180025095e-35 0.094650000000000012 0.097940000000000013 -0.0043499999999999988 0.083100000000000021 0.088315000000000018 0.081245000000000026 -0.073314999999999991 0.063570000000000015 -0.40446999999999994 -0.006494999999999999 0.083140000000000006 0.084065000000000015 0.088850000000000026 0.080335000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.0015249999999999997 -0.37340499999999993 0.09141500000000001 0.53894500000000012 0.07802000000000002 -0.217635 -0.59419999999999995 -0.13578499999999996 -0.10575999999999998 -0.089879999999999974 0.099325000000000011 -0.42985499999999993 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 9 -8 -9 -4 11 -11 13 14 15 16 17 -5 -19 20 21 22 23 -20 -24 -26 -27 28 -28 -12
right_child=2 -3 5 4 -6 -7 7 8 -10 10 29 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0035000446208681207 -0.0030261235276236565 -0.003847989376127574 -0.0036806791111367487 -0.0023845198028026897 -0.0035341638076019587 -0.0024999242004328588 0.003703786737933755 0.0021221382528125001 -0.0018667333289808497 -0.0028956875580291672 -0.0037060674981679578 0.0011437186645275464 -0.0035937283700463681 -0.0025156949519029976 -0.0023501609779132213 0.0027936560290908615 -0.0037102225967176744 -0.0037173910408120647 0.0037853760267435484 -0.0025992642694569945 -0.0036849854352716421 -0.0024473537879474189 -0.0024252307122190862 -0.0036801337250930602 0.0021977648571233528 -0.0037275854257726206 -0.0036568461408970111 -0.0037445073674188677 0.0016263350182593366 0.00065205677580980424
leaf_weight=0.22583953069260942 0.29203438076365174 0.049299314618110657 0.10521229515870878 0.23482908787264012 0.16018260414057284 0.19557746432110423 0.34408213077404071 0.22598820875282388 0.19591758682508953 0.31248436040914507 0.070539719541558799 0.15304156430647708 0.1299469290242995 0.25207847119963833 0.26626980399305455 0.18019630001799658 0.12342313924455073 0.10294555092696134 0.035003680735826492 0.1820537302046431 0.089158563409000524 0.15872563410448481 0.12601943992922393 0.1371918087679681 1.0254228773701481 0.23489948884525902 0.055429732961785549 0.059566434181761108 1.3711581788993465 2.5178770079546644
leaf_count=112 472 1 55 71 255 86 91 82 18 67 8 16 86 443 71 53 30 7 1 107 13 30 49 140 67 96 59 30 539 755
internal_value=0 0.00218343 -0.000171064 -0.000529068 -0.000380987 0.000282143 0.000420764 0.00181238 0.000269852 8.33452e-05 0.000213021 -0.00156773 -0.000274973 -0.000181916 -4.76721e-05 0.000101278 -2.19884e-05 9.74148e-05 0.000260327 0.000378178 0.000542807 0.000660477 0.000822494 -0.00216255 0.00100144 0.00115867 0.000539559 0.00121402 0.00142106 0.000533289
internal_weight=0 0.275139 9.33726 5.21654 4.9245 4.12072 3.92514 0.765988 0.421906 3.15915 3.05394 0.465526 4.76432 4.63437 4.38229 4.11602 3.93583 3.8124 3.57758 3.47463 3.29258 3.20342 3.04469 0.172195 2.8725 2.74648 1.72105 1.48615 1.42659 2.58842
internal_count=3910 113 3797 2619 2147 1178 1092 191 100 901 846 83 1892 1806 1363 1292 1239 1209 1138 1131 1024 1011 981 141 840 791 724 628 598 763
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=124 38 1365 31 45 14 1374 42 0 155 1 42 159 1456 49 16 2 43 160 4 0 43 15 15 16 48 160 49 2 13
split_gain=0.106686 0.215242 0.133126 0.109937 0.105002 0.166065 0.108726 0.112981 0.139219 0.127704 0.126556 0.166043 0.119709 0.117451 0.114005 0.117109 0.181534 0.112014 0.155319 0.139492 0.110668 0.117386 0.113277 0.10562 0.145954 0.107215 0.167137 0.120374 0.120868 0.135942
threshold=-0.061329999999999989 0.098160000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.086000000000000007 -1.0000000180025095e-35 -0.017269999999999997 0.088505000000000014 0.12263000000000002 0.11315500000000002 -0.41103999999999991 1.0000000180025095e-35 0.27003000000000005 -0.50388999999999984 0.099675000000000014 -0.18906999999999999 -0.098319999999999991 -0.51381999999999983 -0.10575999999999998 0.52266500000000005 -0.10981499999999998 0.084565000000000015 -0.25582999999999995 0.097140000000000018 0.11161500000000001 -0.085974999999999982 -1.0000000180025095e-35 0.095355000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 20 10 11 13 -12 14 15 16 -9 -17 -19 -20 22 -22 -6 25 -25 26 27 -21 -29 -30
right_child=2 -3 -4 4 5 -7 -8 9 -10 -11 12 -13 -14 -15 -16 17 -18 18 19 23 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0015595486395595601 0.0034500877015741856 -0.0031368065281606838 -0.0031673677873034541 0.0033794984231319222 -0.0033631676621794166 -0.0032430545952146107 -0.0023873248138920624 -0.00070976267081452942 0.0012792771715778746 -0.0030207629119947559 -0.0033863865120885815 -0.0029055298429534046 0.0016853263207659006 -0.0033424595200353398 -0.0033668980800357316 0.001761884856886035 0.0030191363285496484 -0.0028388751438305549 -0.0033863948338117844 -0.0020320951023650364 -0.0031978821340883207 0.0022667114493250492 0.0017031861824182727 0.00088904680093205906 -0.0033699626207083907 0.0017707475702886907 -0.0033019910323785809 -0.0019622801728173644 0.00089012682096233065 -0.0024093996255788925
leaf_weight=0.84306708471558423 0.092910393337658159 0.12420265619584825 0.16573314620473034 0.09020086948293915 0.071505522908410057 0.19840872197528359 0.23514443930616824 0.23579738321131571 0.20302697975421047 0.14523813965934085 0.055295703932642937 0.21610408592096053 0.77756139393022738 0.10946931391663373 0.10068271240743332 0.37875804086797593 0.37536731248837896 0.22224948346774631 0.12879811759921311 0.23211428857757654 0.46671245389734395 0.048099515341164079 0.15522234147647396 0.15491153131006286 0.21059776112087991 0.48438155262556382 0.15363293551126833 0.20807451248401587 2.2279316558197269 0.14769547025207419
leaf_count=274 35 36 68 15 36 113 81 29 44 191 6 236 219 241 29 31 65 253 21 51 828 22 22 14 334 68 60 53 428 7
internal_value=0 0.000956511 -0.00021234 -0.00015207 -0.000193733 -0.000234312 -0.000157228 -8.73951e-05 -0.00116439 6.75707e-05 0.000137444 -4.31183e-05 0.0013486 7.20633e-05 0.000143112 0.000211596 0.00158047 2.76917e-05 -0.000129809 2.26902e-05 -0.00183345 -0.00268732 0.000105358 0.000137653 -0.00156489 0.000317829 8.08268e-05 0.000265396 0.000471797 0.000684991
internal_weight=0 0.96727 8.29163 8.12589 8.03298 7.94278 7.74437 7.50923 0.944567 6.56466 6.41942 5.58657 0.832857 5.37046 5.26099 5.16031 0.611165 4.54915 4.17039 3.94814 0.74154 0.514812 0.226728 3.81934 0.365509 3.45383 2.96945 2.81582 2.5837 2.37563
internal_count=3910 310 3600 3532 3497 3482 3369 3288 952 2336 2145 1920 225 1684 1443 1414 94 1320 1289 1036 908 850 58 1015 348 667 599 539 488 435
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=481 30 15 474 1348 484 150 11 1372 401 133 1373 474 50 146 1374 48 48 0 15 15 454 52 2 133 13 2 31 13 15
split_gain=0.0998204 0.100936 0.0946095 0.133772 0.111884 0.150992 0.124199 0.108956 0.10116 0.100325 0.0968302 0.0975301 0.0945781 0.0911757 0.0944035 0.0897337 0.13495 0.122319 0.117265 0.21984 0.127888 0.119962 0.152951 0.223237 0.110743 0.10725 0.130991 0.106229 0.094048 0.100252
threshold=1.0000000180025095e-35 0.085915000000000019 -0.26361999999999991 -1.0000000180025095e-35 0.090050000000000005 -0.0043499999999999988 0.094545000000000018 0.088315000000000018 -1.0000000180025095e-35 0.087020000000000014 0.13493500000000003 0.099250000000000019 0.09018000000000001 0.13146500000000003 0.11615000000000002 -0.094679999999999986 0.095825000000000007 0.08346000000000002 0.048950000000000007 -0.035939999999999993 -0.23033499999999998 -1.0000000180025095e-35 -0.090304999999999983 0.097135000000000013 -0.26719999999999994 -0.094679999999999986 0.10393500000000001 -1.0000000180025095e-35 -0.086679999999999993 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -7 10 11 12 15 14 -5 16 -10 24 19 20 -19 -22 23 -23 -17 26 -26 -27 -29 -30
right_child=-2 -3 4 13 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0035550713435789087 -0.0030588131800337965 0.0033582851659493388 -0.0031346395719416219 0.0024475001454106662 0.002652323040346764 -0.0034088202156146645 0.0013447016206964342 -0.0021754449569046505 -0.0034719111061224171 -0.002642688522745388 -0.0029311064293834808 -0.0031176447635134891 -0.0026912899328914073 -0.0023190153215536533 -0.0022594785948751258 -0.0033725715327352235 0.00070673228507520884 -0.0022432521562191624 0.0033678478632382445 -0.0020512955974376361 -0.0016908035303522168 -0.0033070410479051596 0.0024587945312015027 0.0024363591716403689 0.0018592675823197416 0.0034657745333294735 -0.00085195156838699067 -0.0028852409278720473 -0.0034242364078529487 -7.2219211416265212e-05
leaf_weight=0.062579445831943303 0.12505758115730792 0.096683849995316318 0.33142923271770719 0.50800389367213661 0.15291378311667347 0.099182794692746934 0.087851019663503394 0.28114354479475867 0.17836591944796687 0.15784437579350186 0.11947174698798324 0.10337633571180038 0.12793439841334464 0.06063490582164377 0.052767536137253046 0.10726737701406541 0.16872275492642075 0.1107460647690458 0.20925174618605513 0.27239868005563028 0.12085987128375553 0.14334325201343701 0.95925824945516092 0.16141981541295536 0.67457632996956496 0.085182917449852069 0.28412365545227658 0.1530743030743883 0.10379859307431427 2.8079434353058108
leaf_count=4 109 98 541 224 48 43 20 107 40 263 364 28 119 12 3 156 11 35 26 53 30 28 219 30 86 10 39 112 30 1022
internal_value=0 -4.51333e-05 -8.30191e-05 0.00111263 -0.000185226 -0.00024051 -0.00219609 -0.000130145 -4.97012e-05 -2.43648e-06 5.80398e-05 0.000110777 0.000160826 0.0015827 0.00200458 0.000216616 -0.00144064 0.000309494 0.00099684 0.000716223 0.00122027 0.00149724 0.00180207 -0.00026501 -1.28697e-05 7.48433e-05 0.00105576 -0.000223698 -0.000326243 -0.000191713
internal_weight=0 8.78215 8.68547 0.683986 8.00148 7.84857 0.41928 7.42929 7.14814 7.04896 6.89112 6.77164 6.66827 0.621406 0.560771 6.54033 0.347089 6.19324 1.97728 1.76803 1.49563 1.38488 1.26402 0.304763 4.21597 4.1087 0.9587 3.15 3.06482 2.91174
internal_count=3910 3801 3703 243 3460 3412 561 2851 2744 2701 2438 2074 2046 239 227 1927 51 1876 421 395 342 307 277 58 1455 1299 125 1174 1164 1052
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=1 4 2 4 12 4 16 16 49 49 12 12 3 1446 2 1186 133 12 1373 453 4 44 2 0 52 46 1 2 1429 123
split_gain=0.10144 0.136111 0.120426 0.17577 0.113431 0.113185 0.143584 0.125105 0.105375 0.148765 0.135262 0.145976 0.115485 0.101959 0.108298 0.104147 0.104664 0.121585 0.0980548 0.0990687 0.098391 0.171725 0.156706 0.151041 0.145863 0.142638 0.114256 0.127554 0.0976582 0.0961534
threshold=0.085835000000000009 -0.084009999999999987 0.11085000000000002 -0.49837999999999999 0.080120000000000011 -0.08422499999999998 0.13514000000000004 -0.30307999999999996 -0.084114999999999981 -0.075429999999999983 0.093125000000000013 0.095295000000000019 0.16699000000000003 0.091520000000000018 0.14808000000000002 0.084100000000000022 0.085355000000000014 0.084785000000000013 0.09586500000000002 0.10963500000000002 -0.17479499999999998 0.081835000000000019 0.082715000000000025 -0.14136999999999997 -0.066329999999999986 0.13899500000000001 0.095575000000000007 -0.13811499999999996 0.085435000000000011 0.10400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -10 28 -12 -13 14 15 16 18 -18 19 20 25 22 26 24 -24 -2 27 -22 -11 -28
right_child=13 8 -4 4 5 -7 -8 -9 9 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.002585490600549085 -0.0034858968177142622 -0.0037686737217808397 0.0026609465137248912 0.0028286918991641658 0.0038194399832252287 0.0040158447672412967 0.0011523072158384205 -0.003319172889677697 0.002409213639095238 -0.0023162999092559214 0.0027885442705281502 -0.0037456931774918333 0.0038824717534304237 -0.0036609667061301148 0.0028385055585265135 0.0036504337131059569 0.0033539948562805858 -0.003207670392193415 -0.0037907448190483122 -0.003694665519793893 0.0033271395974897641 -0.0037980274429096641 -0.0007573502870688181 0.0029459343756210402 0.0015015467152330469 0.0033177396514063456 0.00027050138236798073 -0.0034587394068355264 0.0021012829586505421 -0.0036663053618373044
leaf_weight=0.32846381800482038 0.2095695460884589 0.21225541828243866 0.23894462779571757 0.23681585135636884 0.039077755995094665 0.080159784425632208 0.30021671393478755 0.28078203635413956 0.16382630514999608 1.0055150063890321 0.19781872891144292 0.12289059348222509 0.035813473165035248 0.092440981705294578 0.22459021267422929 0.11825556885742106 0.24156486813444633 0.047162395301711513 0.095290216311695874 0.097006239928305038 0.045362296048551798 0.14019950322108332 0.68325896423630195 0.48028387379599724 0.96156564509146858 0.054190832423046231 1.4231829831478533 0.26375546756389789 0.075150776956434018 0.092312826542183646
leaf_count=71 145 94 23 28 2 13 22 361 30 992 96 388 1 62 137 29 160 132 24 14 11 23 67 144 147 4 318 285 79 8
internal_value=0 -0.000604157 0.000227058 -0.000232489 0.000592306 -0.000164027 -0.000704376 -0.00244704 -0.00129381 -0.000965705 -0.00135041 0.000646132 -0.00202431 0.000230224 0.000299698 0.000184577 9.98027e-05 0.00228217 -3.88056e-05 4.15242e-05 0.000124772 0.000267478 0.000411787 0.00110171 0.000563203 -0.00208806 -0.000391759 -0.00246293 -0.0020091 3.07002e-05
internal_weight=0 3.31773 1.50446 1.26552 0.937052 0.700236 0.620077 0.31986 1.81327 1.60101 1.43719 0.356523 0.158704 5.26999 5.17755 4.95296 4.83471 0.288727 4.54598 4.45069 4.35368 4.08992 3.94972 2.12511 1.64482 0.26376 1.82461 0.309118 1.08067 1.5155
internal_count=3910 2200 520 497 426 398 385 363 1680 1586 1556 485 389 1710 1648 1511 1482 292 1190 1166 1152 1003 980 358 214 149 622 296 1071 326
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=123 375 1 14 130 51 50 158 155 1365 1 47 42 44 1 42 43 2 42 1186 2 16 0 3 52 132 9 12 51 38
split_gain=0.533586 0.476669 0.458433 0.445542 0.356229 0.35372 0.345979 0.335134 0.347717 0.343311 0.301673 0.417559 0.396117 0.359939 0.338287 0.324359 0.460151 0.317793 0.32043 0.309944 0.304842 0.366692 0.2912 0.490025 0.359684 0.282212 0.281659 0.246675 0.241936 0.267105
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 0.079100000000000018 -0.40274499999999996 0.086465000000000014 0.11015500000000002 0.088505000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.13206500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.12485500000000001 0.085330000000000003 -0.24333999999999997 0.091985000000000011 0.085195000000000007 0.081240000000000021 0.085005000000000011 -0.08755499999999998 -0.10575999999999998 -0.12817999999999996 -0.066329999999999986 0.093105000000000007 -0.016839999999999997 0.098595000000000016 -0.26960999999999996 -0.073614999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -4 7 8 9 10 12 13 -1 14 19 17 -17 18 20 22 21 -14 24 -24 -12 -18 -25 -19 -28 -30
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 -11 11 -13 15 -15 -16 16 25 27 -20 -21 -22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-0.0014635380649783754 -0.0015044888872745405 0.0006944457238887388 -0.0014725449733824503 -0.0015113127900776306 -0.0013156076255785056 0.00093539557290963043 -0.00086036978684902847 -0.0014596000590772846 -0.0013418807915531912 -0.0012941818681407658 -0.00019918169870549284 -0.0015016945293029843 -0.0015003265547455698 -0.0014724751771467851 0.0013018680946943614 0.00045632008570998481 -0.001462393509260687 0.00077710361470016828 0.001661842176425605 0.0014919912554031218 -0.0012609778878309484 0.0009924816145945696 0.00068176156738476647 0.0015432246590608692 0.0006452903850063499 0.00063382281593752493 0.0013150551553627752 -0.00023778150176203023 0.00061679525667789547 -0.0011692204049191079
leaf_weight=0.5094042735290748 0.22366756806150112 2.4244688093313007 0.14298692811280478 0.55375624168664117 0.57392870646435667 1.114081022737081 1.3552546845749009 0.36878709375741969 0.43362711631925854 0.43529070029035288 1.6037952214246614 0.29869950981810767 0.18422582157654688 0.24978294782340604 0.62632200808729965 0.52306305675302467 0.98127961737917868 1.5090402064961383 0.13764173779054534 0.36713705165311683 0.7328026537434198 0.36630061850883888 0.81379367026965876 0.11268960940651451 3.0216049026930678 0.15440258788294159 0.10453551146201645 0.74214556481456373 0.19853746658190941 1.4039367137302212
leaf_count=301 8 326 12 112 420 155 603 135 189 66 76 20 24 26 53 25 542 38 4 26 146 34 57 6 152 17 5 24 12 296
internal_value=0 0.000508719 -0.00018052 -0.000238165 -0.000198576 0.000661501 -0.000161376 -0.000101717 -6.94306e-05 -3.28325e-05 4.66826e-06 0.000173199 -0.000249294 0.000232042 0.000283635 -0.000133264 -0.000662229 0.000105674 -0.00042799 0.000200008 -0.000652132 0.000158299 0.000134662 -0.000247909 0.000352481 -0.0011774 -0.00066367 0.000442528 -0.00080936 -0.000947943
internal_weight=0 2.64814 19.6189 18.3618 17.808 1.25707 17.2341 15.8788 15.5101 15.0764 14.6411 8.80083 5.84031 8.50214 8.25235 5.3309 1.65875 3.67216 1.42097 7.62603 1.28333 0.550526 7.25889 2.63349 4.6254 1.13568 1.8197 2.25119 1.70701 1.60247
internal_count=3910 334 3576 3409 3297 167 2877 2274 2139 1950 1884 729 1155 709 683 854 584 270 208 630 204 58 604 376 228 559 319 62 313 308
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=1455 1425 4 480 42 156 376 39 160 148 402 2 133 43 13 14 1373 1365 16 0 2 160 157 49 447 474 1374 48 0 457
split_gain=0.094783 0.0906113 0.136827 0.0924898 0.0913675 0.124182 0.111973 0.110375 0.110079 0.114157 0.128083 0.0942902 0.117822 0.119581 0.109185 0.0978631 0.101787 0.104629 0.0933292 0.138048 0.0912474 0.0941671 0.0869332 0.107842 0.105266 0.11264 0.103717 0.11729 0.113892 0.130436
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -1.0000000180025095e-35 0.013700000000000002 1.0000000180025095e-35 0.16168500000000002 -0.092169999999999988 0.087215000000000015 0.076115000000000002 0.16971500000000003 0.098810000000000023 0.24789500000000006 -0.49820499999999995 0.077685000000000018 0.10355500000000002 1.0000000180025095e-35 -0.25582999999999995 -0.10783 0.096540000000000015 0.084100000000000022 0.087580000000000005 0.27772500000000006 0.089095000000000021 0.089265000000000011 -0.094679999999999986 0.095825000000000007 -0.23029999999999998 0.08981500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 9 10 -6 12 13 15 -14 16 17 22 19 -2 -20 -22 23 24 25 26 27 -10 -28 -30
right_child=1 -3 -4 -5 6 -7 -8 -9 11 -11 -12 -13 14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.002911603782558145 -0.0026730467838959352 -0.0032388725301156587 0.0023308581802808635 -0.0024997939052910224 -0.0029813080536677502 0.0015754107311214877 0.0016937430084164669 0.0023084184104558377 -0.0032476518996213707 0.0031159263397138406 0.0016018386159172844 0.0031613321163164038 0.002695853668934778 -0.0031440274394781598 -0.0029793081656857971 -0.0019802306997401919 -0.0031664227013108357 -0.0020600556036833228 -0.0029926541107932851 0.0026285741431920223 -0.0017250708228233715 0.0029078378286245478 -0.0019828306616449338 -0.0027199384494544605 0.002903103422163694 -0.0025991230726413956 0.0021354172089606237 0.00060216833412089028 0.00061716012174477025 -0.0026222016857905309
leaf_weight=0.11330573743543837 0.085721877170726657 0.085254358396924412 0.23779690073570225 0.15019328133348597 0.30545806737427295 0.1732417989478563 0.4093098109733545 0.075932861305773258 0.14361284417827658 0.046067952498560771 0.073816953867208213 0.097691483446396776 0.03944914392195642 0.10470881579385594 0.20381266713229695 0.18942174770199915 0.081117501249536761 0.16869630882865738 0.44412929979807614 0.10848790388263296 0.1700753549230285 0.057146597398968879 0.14033063680471958 0.098741294248611555 0.1823980188491986 0.11267033908370638 0.4723655083507724 0.1667330950149335 3.5643804442042972 0.12545608235814132
leaf_count=189 46 94 212 233 268 79 132 3 42 5 22 56 3 58 279 59 18 44 668 19 140 22 84 30 72 77 36 10 878 32
internal_value=0 -3.6368e-05 -3.18919e-06 -7.26445e-05 -2.61527e-05 -0.000854106 0.000111064 -0.00130116 8.51279e-06 -0.00152554 -0.00208931 0.000119264 6.7971e-05 0.000161187 -0.00205898 0.000224736 0.000304194 0.000358591 -0.00161781 0.000288502 -0.00216927 -0.000559889 0.000440085 0.000509955 0.000576849 0.000484311 0.000561988 -0.00117934 0.000691826 0.00050702
internal_weight=0 8.31422 8.22896 7.99117 7.84097 1.11474 6.72624 0.941494 6.31693 0.425343 0.379275 5.89159 5.79389 5.55063 0.243262 5.44592 5.2565 5.17538 0.865561 0.19421 0.671351 0.227222 5.00669 4.86636 4.76762 4.58522 4.47255 0.310346 4.1622 3.68984
internal_count=3910 3721 3627 3415 3182 977 2205 898 2073 295 290 1778 1722 1440 282 1382 1323 1305 895 65 830 162 1261 1177 1147 1075 998 52 946 910
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=1 0 52 2 13 4 132 133 160 12 13 106 1373 47 4 128 1374 50 14 47 156 4 4 12 124 42 12 4 4 16
split_gain=0.0878032 0.124462 0.133037 0.131633 0.158389 0.143049 0.0927478 0.0986572 0.0950462 0.0924102 0.0900262 0.0899986 0.0893838 0.101472 0.137672 0.125937 0.131328 0.122122 0.101439 0.0993637 0.0964431 0.127334 0.259354 0.0889814 0.119525 0.109775 0.0964181 0.0946848 0.101596 0.18101
threshold=0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 -0.083514999999999992 0.0021050000000000005 0.079995000000000011 0.085625000000000021 -0.40446999999999994 0.091055000000000011 -0.5337599999999999 0.092305000000000012 0.09586500000000002 0.086425000000000016 -0.23071499999999998 0.086435000000000012 -0.094679999999999986 0.11644500000000001 0.073890000000000011 0.10783500000000001 0.11896500000000002 0.0051950000000000008 -0.0010999999999999996 0.098845000000000016 0.11158000000000001 -0.089024999999999979 0.092150000000000024 -0.060264999999999992 -0.48072499999999996 0.31524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 -3 12 13 14 -10 16 -16 18 20 -15 21 22 -18 25 -25 -12 27 28 29 -27
right_child=6 10 -4 4 -6 -7 9 -9 11 -11 23 -13 -14 19 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00099132766885677136 -0.003913523794033198 -0.0039723063718260189 -0.0039311051780881682 -0.0039040158745278905 -0.0039109353078488904 0.00097632222761737358 0.0037295985845856414 0.00265857952167945 -0.0030928544405819888 -0.00088591321950846447 -0.0036817319222614653 -0.0039553392743832388 -0.003936854197535939 -0.0020267265442504641 -0.0012876239275011734 -0.0032470442269058003 0.0020139797024925376 -0.0026160682260620047 -0.0015188464024653888 0.00012438884654682693 -0.0017755988616723595 0.0031727990816511867 -0.0030980016092389869 -0.0030026446540024976 0.0039921616701673723 -0.0039325553057105332 0.0026492695144055803 -0.0020352949462643776 0.0019611898954457795 0.0030922446291290488
leaf_weight=0.38202550200185237 0.093362772044201736 0.078183382749557384 0.26580049006770412 0.1245451980485085 0.31773462708224554 0.3368390316136356 0.21230240394652344 0.21683084170581413 0.14187266361113815 0.095085791137535125 0.081682206568075233 0.083147324447054305 0.080216836169711203 0.50291381197166607 0.32591752053122158 0.10933590149943473 0.84978151977702554 0.11115687628989679 0.14958027851389477 0.91940462036291137 0.10752841988869466 0.80751675998180861 0.18252350176044341 0.21390887485176779 0.044714481569826603 0.14069220662349802 0.36971194897341775 0.20488876818853907 0.49239576613763347 0.091742065735161304
leaf_count=190 81 4 799 277 430 92 112 266 125 47 33 6 24 120 33 69 294 32 25 163 10 250 53 173 2 50 82 27 38 3
internal_value=0 -0.000598664 -0.00144797 -0.000879555 -0.0017969 -0.000341067 0.000231485 9.55322e-05 -2.89561e-05 0.00230186 0.000106794 5.40187e-05 0.000131768 0.000209336 0.000641133 0.000841543 0.00101796 0.00135826 0.00156894 -0.000636218 0.00180612 0.00201545 0.00111012 0.000301287 -0.00179328 0.00069351 0.000968538 0.000300178 0.00096035 -0.00115986
internal_weight=0 3.14486 1.42694 1.16114 0.779119 0.461384 4.98848 4.68109 4.46426 0.307388 1.71792 4.3709 4.28775 4.20753 2.78521 2.64334 2.534 2.20809 2.09693 1.42232 1.94735 1.83982 1.03231 1.63974 0.258623 1.38111 1.29943 0.929719 0.72483 0.232434
internal_count=3910 2200 1788 989 799 369 1710 1551 1285 159 412 1204 1198 1174 891 766 697 664 632 283 607 597 347 408 175 233 200 118 91 53
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=1 52 0 3 2 43 43 47 44 3 128 48 50 106 146 51 4 12 4 51 51 43 160 47 49 15 160 2 1 12
split_gain=0.542566 0.443421 0.427603 0.577701 0.42469 0.377736 0.380159 0.3696 0.384613 0.323771 0.317718 0.328062 0.365045 0.400828 0.391707 0.344148 0.302571 0.288692 0.357003 0.268751 0.24686 0.245646 0.268045 0.303259 0.239438 0.46007 0.225733 0.215614 0.341281 0.211488
threshold=0.094385000000000011 -0.42985499999999993 -0.072559999999999986 0.086245000000000016 0.086245000000000002 -0.078454999999999983 0.070805000000000021 0.09252500000000001 0.084245000000000014 0.16699000000000003 0.086435000000000012 0.12862000000000004 0.11644500000000001 0.091500000000000012 0.11615000000000002 -0.07742499999999998 -0.17479499999999998 0.086865000000000012 0.39574000000000004 -0.086059999999999984 -0.26158999999999993 -0.044024999999999988 -1.0000000180025095e-35 0.13206500000000002 -0.076864999999999975 -0.095799999999999982 -0.40446999999999994 1.0000000180025095e-35 0.083065000000000014 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 17 -5 -4 -7 8 10 21 11 12 13 14 15 19 -17 27 -19 20 -3 22 -9 -24 -6 -26 -18 -1 29 -29
right_child=1 7 5 4 24 6 -8 9 -10 -11 -12 -13 -14 -15 -16 16 26 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.001247148906532233 -0.0012746118912214672 -0.0009014838929671346 0.00042197368515697225 0.0011760405381981704 -0.00091868495548055667 -0.00091922299186119228 9.8835188252550902e-05 -0.0010355949780729604 -0.0010268473589985887 0.00089396352857413683 -0.00082747775675680931 -0.00035824109975857144 -0.00065394586292281281 -0.00090136211811433153 -0.0010708268059783628 -0.00079092731541570405 -0.00080986509101178394 -0.0012737089615761619 0.0012909188742873804 -0.0011641965594871208 0.0011147675486021633 -0.00067917165005949138 0.00082982376470511275 -0.00055021743669938779 -0.00084412077062190295 0.00086992323773519501 0.0010332112048734791 -0.00078885355883157125 0.000455088973327545 8.4127896992503972e-05
leaf_weight=0.5162944893818352 0.35676190321100776 0.13953072961885482 2.1037828837288544 0.46324655995704267 0.51101461716461938 0.98665525869000914 1.4677622913150115 0.28841307602124278 0.32285747840069223 0.39441152708604921 0.32833659832249384 0.71655570901930321 0.37770697931409802 0.25979125831508998 0.19062098115682591 0.16057446075137516 0.10983776918146659 1.5522209099726749 0.092516279779374488 0.2307185921818008 0.32568449061363935 1.5417121222126295 0.71607759105973012 0.39879135275259614 0.43740608240477741 0.59396883612498597 3.9908160087070446 1.8567570946179337 0.64992910542059679 0.58769907630630758
leaf_count=98 144 12 172 19 23 260 87 38 17 27 44 41 55 25 8 14 16 1206 6 3 48 103 45 16 18 33 539 512 41 240
internal_value=0 0.000115931 -0.000276867 -0.000468006 0.000111096 2.76099e-05 -0.000310416 0.000163212 0.000325858 -0.000185177 0.000389799 0.000451271 0.000551535 0.000635736 0.000713308 0.000781914 0.000916966 -0.00068901 -0.00112945 -4.501e-05 0.000510039 -0.000329702 5.42422e-05 0.00033618 -0.000208753 0.000142997 0.000983844 -0.000488381 -0.000361782 -0.00057897
internal_weight=0 10.8492 11.8193 7.26105 2.00564 4.5582 2.45442 10.4924 7.15303 3.33941 6.83017 6.50184 5.78528 5.40757 5.14778 4.95716 4.26123 5.25542 1.64474 0.695934 0.465215 2.94499 1.40328 1.11487 1.54239 1.03137 4.10065 3.61068 3.09439 2.44446
internal_count=3910 1195 2715 2196 93 519 347 1051 822 229 805 761 720 665 640 632 569 2103 1212 63 60 202 99 61 74 51 555 891 793 752
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=1456 151 453 1213 4 475 1456 1 11 43 42 38 2 4 14 474 151 49 13 159 4 1 4 4 0 0 151 52 12 42
split_gain=0.088424 0.111905 0.0929763 0.0966258 0.0964577 0.0935635 0.0931553 0.087979 0.131785 0.121074 0.117782 0.112964 0.0964722 0.0921588 0.0966615 0.0946899 0.110182 0.230524 0.12973 0.108632 0.0989175 0.177577 0.127717 0.144247 0.0908498 0.172805 0.117748 0.106204 0.0974937 0.0992009
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 -1.0000000180025095e-35 0.51224500000000017 -0.086004999999999984 1.0000000180025095e-35 0.11561500000000001 0.091445000000000012 -0.07526999999999999 0.085330000000000003 1.0000000180025095e-35 0.14808000000000002 -0.51381999999999983 0.077685000000000018 0.085165000000000018 0.089560000000000015 -0.088729999999999989 -0.10939499999999998 0.084730000000000014 -0.092854999999999979 0.079355000000000023 -0.0025899999999999994 0.0057500000000000008 -0.11524 -0.089879999999999974 -0.084874999999999992 -0.42035499999999998 0.098595000000000016 -0.09602999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 8 9 24 11 13 -9 -11 15 16 17 -15 -19 20 -20 -22 -23 -24 -5 -26 -27 -28 29 -29
right_child=2 -3 -4 4 -6 -7 -8 12 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=0.00085496107140112894 0.0035686843702745002 -0.0035637026805283873 -0.0025758716752979764 0.0025376353901520989 0.0035548421760166096 -0.0028968244066227811 -0.0024638007997034241 0.00061457519902854084 -0.0031435453557172818 -0.0035879624860154558 -0.0022849994243586513 -0.003128502243150632 0.0035653856159000301 -0.0030493669438438321 -0.0035835138344643227 0.0026432806045838947 0.0030786402793742756 0.0018946203364063777 0.0021590545517264277 -0.0029786413258566266 -0.0031061409834509299 0.0026658623305486251 -0.0028401919672849298 0.00047145660692566704 -0.0026728908673526418 -0.0019956038118956218 -0.0035513368497042791 -0.001845777491167382 -0.0012989323142902419 0.002212637641739749
leaf_weight=0.11363956906279782 0.032060315832495689 0.1949218913741787 0.172106491823797 0.30765883257845406 0.10158987270551723 0.22322060246551689 0.17561821991330351 1.1845131003137792 0.16717825447267376 0.086068158780108095 0.34931225186119252 0.14933850495435752 0.15718738926807407 0.29444910798338497 0.085474304258241207 0.1910738826918531 0.14406040176982049 0.48867459545727143 0.24958144131233106 0.15651466344206699 0.22946703870911411 0.2295042975601973 0.21300519315991528 0.7270441315122298 0.19606690295586293 0.15724947219132412 0.054763125805038393 0.08219628953520397 0.13756024810754752 0.91736627227328493
leaf_count=41 4 328 49 92 165 551 312 241 70 22 380 26 87 30 32 57 19 40 74 57 270 84 51 83 154 124 65 37 72 293
internal_value=0 -0.00193636 -4.03085e-06 5.50827e-05 0.000130614 -0.00208483 8.18309e-05 0.000146107 -4.84871e-05 4.65158e-05 -0.000332379 -0.000122139 0.000960278 2.29269e-05 0.000126216 0.000234682 6.62455e-05 -0.000101423 0.000276998 -0.000160919 0.00010659 -0.000259564 0.000298935 -0.000278928 0.000781371 0.000431689 0.00088287 0.00126264 0.00149448 0.0018789
internal_weight=0 0.308561 7.6599 7.4878 7.23252 0.255281 7.13093 6.95531 5.61361 5.44643 3.59357 3.24426 1.3417 3.09492 3.00885 2.92337 2.7323 2.58824 2.29379 1.80512 1.6486 1.39902 1.16955 0.940049 1.85286 1.5452 1.34914 1.19189 1.13712 0.999563
internal_count=3910 369 3541 3492 2937 555 2772 2460 2132 2062 1225 845 328 819 797 765 708 689 659 619 562 488 218 134 837 745 591 467 402 330
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=45 14 124 38 1365 3 40 3 132 42 39 0 0 0 13 42 0 52 41 15 483 49 1 133 9 160 1374 1374 159 156
split_gain=0.0842039 0.140482 0.0985376 0.171077 0.107822 0.0924511 0.0940984 0.0906072 0.113776 0.108428 0.135242 0.119162 0.109271 0.104002 0.102959 0.101386 0.121183 0.178547 0.130869 0.134791 0.0823516 0.0872205 0.117788 0.107869 0.101588 0.0853878 0.0865477 0.0954706 0.108201 0.116131
threshold=-0.080134999999999984 0.077685000000000018 -0.061329999999999989 0.085905000000000023 1.0000000180025095e-35 0.30601500000000009 -0.025204999999999995 -0.10628499999999998 0.079995000000000011 -1.0000000180025095e-35 0.16168500000000002 -0.053834999999999994 -0.14293499999999998 -0.060094999999999989 -0.14819499999999997 -0.10770999999999999 0.12007500000000002 0.10062000000000001 0.078385000000000024 0.079360000000000014 1.0000000180025095e-35 -0.088329999999999978 0.10113500000000002 -0.097724999999999992 0.084755000000000011 -0.40446999999999994 0.098580000000000015 -0.094679999999999986 0.097495000000000012 0.091280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 15 10 12 13 -9 20 -13 -4 18 -18 19 -17 21 22 -11 -23 25 -25 27 -27 29 -29
right_child=1 -3 4 -5 -6 6 -8 9 -10 11 -12 14 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0037271823318169471 0.0019522131442170753 -0.0030269354181023072 -0.0037688339477287302 -0.0032702214368334199 -0.0034199229736012271 -0.0033374041836597076 0.0036881477155653146 0.0030151200245323189 0.0025936805048497472 -0.0037228798235758665 0.0025659735820407988 -1.9883635221209342e-05 -0.0034665947165410261 0.0030976282795855325 -0.003013624109663379 0.0027901350403296008 -0.0030617579590730215 0.001836682204409775 -0.0013327939707787489 -0.00091241061273632457 -0.0022568449393454725 -0.0034467408052954018 0.00053794076948701327 -0.0036864429074226655 -0.0035547576615321025 -0.0011662261545880613 -0.0037250604489978138 0.0014530717389869413 -0.0016770424958641515 -0.0037152134534930931
leaf_weight=0.077723995782434829 0.63109620953036927 0.21760143178471469 0.085781883622985222 0.097826550714671612 0.13520103117843962 0.031069700242369436 0.15012798531097349 0.038662371400278062 0.29944824901758682 0.18299658949399722 0.072322109714150429 0.27308332436950877 0.38325105514559243 0.14173415520053856 0.35908799917888412 0.53333862220460904 0.27327158612388303 0.15889926836825907 0.22773539274930954 0.17676957368166768 0.22619228182884388 0.10186013102247837 0.16806695587001741 0.062945096051410299 0.084547066770028212 0.30480527692271042 0.059643951775797066 1.8626953702259856 0.1816108274142606 0.060616029268203309
leaf_count=15 263 122 52 38 68 4 128 13 70 81 3 20 819 33 238 90 90 7 47 50 290 160 22 161 42 54 19 754 112 45
internal_value=0 -0.000117101 -3.11256e-05 0.00125133 -0.000172 -0.000104448 0.00248349 -0.000178653 0.00053087 -0.000451518 -0.0020768 -0.000254148 -0.00287264 1.54846e-05 -0.0017204 0.000106563 0.000349217 -0.00126071 0.00109109 0.00186845 -0.000117054 4.06128e-05 -0.00168307 0.000263189 0.000407596 0.000539888 0.000647618 0.000755848 0.00103418 0.00129019
internal_weight=0 7.58229 7.36469 0.728923 6.63576 6.50056 0.181198 6.31937 1.75524 4.56412 0.494236 4.06989 0.421913 3.43771 0.632171 1.4558 1.37001 0.432171 0.937844 0.710108 3.29598 3.06979 0.351064 2.71872 2.61686 2.53232 2.46937 2.40973 2.10492 1.92331
internal_count=3910 3895 3773 301 3472 3404 132 3272 406 2866 835 2031 832 1773 258 336 284 97 187 140 1740 1450 103 1347 1187 1145 984 965 911 799
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=1 0 12 3 42 52 40 158 52 50 4 2 4 52 4 16 13 48 2 123 456 1373 456 48 12 124 16 16 51 4
split_gain=0.501407 0.516576 0.482227 0.343566 0.299272 0.297069 0.289856 0.285277 0.301363 0.297008 0.313875 0.315464 0.311725 0.282559 0.322796 0.297538 0.339107 0.277148 0.359658 0.273926 0.280771 0.246191 0.255821 0.254033 0.231185 0.33959 0.278737 0.257898 0.254595 0.319335
threshold=0.085835000000000009 -0.070894999999999986 -0.071274999999999991 0.31335500000000011 0.085330000000000003 0.084240000000000023 0.34489500000000001 0.11034000000000001 -0.42985499999999993 0.11413000000000002 -0.23071499999999998 0.13345500000000002 -0.39075499999999991 0.048490000000000012 0.0021050000000000005 -0.014099999999999998 -0.26418499999999995 0.11930500000000001 0.11542500000000001 0.10400500000000001 -0.077039999999999983 0.099250000000000019 0.08777500000000002 -0.065359999999999988 0.098845000000000016 0.11158000000000001 -0.25582999999999995 -0.035699999999999989 -1.0000000180025095e-35 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 13 -2 8 -4 10 -10 17 -11 14 -1 16 -16 18 19 20 -12 22 23 -22 26 -26 -3 -28 -29 -30
right_child=2 24 3 -5 -6 -7 -8 -9 9 12 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00099046574744989305 0.00078955955170499983 0.0011117472068591237 -0.0013589027671717074 0.0013674950951088347 -0.0013620079985900144 -0.0013787419183935883 -0.0013798236372516927 -0.0013647450873261993 -0.0012106903802509737 0.0014955125906200969 -0.0013992529318569626 0.0011332204945273998 -0.001156563393065613 0.00055974360131926372 0.00092556946860901065 0.0009147000629491195 -0.0013764941804022719 -0.00070210460860627264 0.0011302041931044462 -0.0013149407732785294 0.0010617150133764497 -0.0014082155972134959 -0.0012368742403517472 0.00015626519246806007 -0.0010864010320250934 0.0014619093150940218 -0.0010255520501361963 -0.00082330170300664023 -0.00045466450849019398 0.00069640838365644584
leaf_weight=1.2074325428548047 2.0011010993621308 0.46879977616481516 0.30966453935252225 0.30819014337612394 0.92998220441222645 0.57179493996954978 0.11976230796426524 0.30945260802400376 0.33836374897509358 0.092966644559055567 0.22082549030891652 0.5282576533500104 0.64874565039645027 0.55270660290261719 0.17585626454092562 0.4209862817369866 0.35317849818966351 0.80314679665025313 0.61176076997071493 0.26126956660300482 0.6419039495522102 0.17912856023758639 0.21765172900632013 4.9710765786876561 0.62404120300197963 0.11337445676326752 0.39879025163827497 0.41299646705738391 0.63944372959667939 1.4334490895853376
leaf_count=436 355 12 165 70 692 458 8 68 39 2 20 81 134 65 6 34 97 46 65 8 65 14 21 549 174 2 44 89 42 49
internal_value=0 -0.000350766 7.82119e-05 -4.13833e-05 -0.000683736 -0.000491539 0.000667057 -8.42285e-05 -4.38958e-05 -1.09945e-06 6.84823e-05 0.000119795 -0.000824151 -0.000304355 -0.000525724 6.49409e-05 -0.000611266 5.20874e-05 0.000137358 4.37966e-05 0.000100773 0.000155891 0.000203943 0.000259813 -7.94356e-06 -0.000694609 0.000143051 -1.4375e-05 0.00014784 0.000341327
internal_weight=0 8.30283 12.5633 10.4424 4.21194 3.28196 2.12086 10.1342 9.82476 9.5151 8.77338 8.43502 0.741712 2.71016 2.15745 0.950021 0.529035 7.90676 7.10362 6.49186 6.23059 6.00976 5.83063 5.61298 4.09089 0.737416 3.35348 2.88468 2.48589 2.07289
internal_count=3910 2200 1710 1347 1788 1096 363 1277 1209 1044 908 869 136 638 573 137 103 788 742 677 669 649 635 614 412 176 236 224 180 91
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 52 39 47 50 4 3 3 46 48 43 3 3 13 14 160 48 2 43 160 42 15 43 49 160 474 2 2 149 4
split_gain=0.716381 0.413275 0.468825 0.453055 0.391604 0.413909 0.385607 0.353462 0.337835 0.316131 0.30717 0.295104 0.274424 0.248864 0.234173 0.29052 0.22984 0.290311 0.226537 0.284124 0.32875 0.333419 0.37133 0.30387 0.216811 0.21482 0.310771 0.425579 0.214188 0.206026
threshold=0.094485000000000013 -0.27466499999999994 0.084835000000000008 0.093315000000000023 0.11644500000000001 -0.17479499999999998 -0.115685 -0.032959999999999996 0.092020000000000005 0.12862000000000004 -0.26007999999999992 -0.10315499999999998 -0.021064999999999997 -0.092039999999999983 -0.46879999999999994 -0.51385999999999987 -0.086624999999999994 0.09580000000000001 -0.077544999999999989 -1.0000000180025095e-35 0.083725000000000008 0.041585000000000004 -0.078644999999999979 -0.080034999999999981 0.084480000000000013 0.084655000000000022 0.097940000000000013 0.10433000000000002 0.10096000000000001 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1 18 -4 10 -7 -5 -9 -13 -12 -16 -17 24 19 -8 -21 22 23 -22 28 26 -14 -28 -18 -15
right_child=1 2 8 11 -6 9 7 12 -10 -11 14 13 25 29 15 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014923692801905946 -0.00064979206783764799 -0.0010175731201578187 0.00094239332115358466 0.00046487286942287616 -0.0011050457233302293 -0.0010392962473169574 -0.0012485181902642834 0.00099713507356392395 -0.00080137907572100028 -0.00059402560620119783 -0.00035374764761486577 0.00038153648697339762 -0.00063264753189003361 0.00010561762178912514 -0.0012729881400360876 -0.00029089660341073535 0.00096022662464581782 0.0012253446508714856 -0.0010887454844904594 -0.0012496359715315707 0.00050718958065989886 0.00093242010202201052 0.0011001197503029748 -0.0012646665096437181 -0.00062126713040353086 0.00040051855527223042 0.0010240221680833973 -0.00054141666266148566 -0.00040737418998144492 -0.0010856954670392289
leaf_weight=2.3475629971944718 0.87503015343099733 0.30359163333196093 1.8144028583192269 0.50311754876747761 0.28828399625490408 0.17252955376170476 0.54516173500451293 0.28476196865085501 0.18991415365599085 0.38505185116082419 0.32534940447658245 0.31378393853083264 2.4300509515451298 0.28157510631717753 0.10674006596673269 0.27039507881272618 0.91042289338656857 1.8430108048487452 1.4460712196014354 0.38007251961971578 0.20727892068680376 0.45349844440352172 0.20971861225552835 0.53983868312207051 0.23407736717490468 0.63520132325356815 0.49154360749525927 0.59281124436529353 0.22003182745538652 1.1107346538337872
leaf_count=229 170 23 310 19 57 11 400 18 10 16 20 22 192 10 17 21 119 220 1267 254 14 39 12 171 19 53 25 49 7 116
internal_value=0 0.000167406 0.000244519 9.76434e-05 0.00030286 0.000387928 -0.000295382 -0.000422424 0.000777166 0.000483437 0.00058506 -0.000372339 -0.000184156 -0.000619228 0.000656734 0.000748447 0.000810486 0.000903332 -0.000701817 -0.00046225 -0.000222839 5.38741e-05 -0.000362518 -0.000773086 0.000468404 -0.000265221 -0.000385548 0.000168205 0.000694037 -0.000844769
internal_weight=0 10.148 9.27301 7.2687 5.05948 4.7712 10.5636 8.21601 2.00432 4.46761 4.08256 2.20921 4.43437 1.70609 3.91003 3.58468 3.47794 3.20754 3.78164 2.33557 1.79041 1.41033 0.956836 0.747118 1.36453 4.14961 3.51441 1.08435 1.13045 1.39231
internal_count=3910 1187 1017 697 530 473 2723 2494 320 450 434 167 337 148 423 403 386 365 2157 890 490 236 197 185 145 319 266 74 126 126
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 3 49 47 52 3 43 1 2 12 160 42 453 52 1446 51 52 376 132 39 42 48 51 47 0 148 146
split_gain=0.0872071 0.119811 0.115862 0.208948 0.115704 0.105446 0.100281 0.0992919 0.104922 0.127282 0.133531 0.149528 0.123263 0.0929539 0.101776 0.0913565 0.0942225 0.0944575 0.0851278 0.113327 0.0822756 0.0727991 0.0742999 0.122321 0.0821688 0.146926 0.101892 0.107032 0.103811 0.108402
threshold=0.094485000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 0.090775000000000008 0.077735000000000012 0.11401500000000002 0.10666500000000002 -0.074904999999999985 0.087545000000000026 0.083585000000000007 0.094045000000000004 -0.082969999999999988 -0.09361499999999999 0.10963500000000002 -0.42985499999999993 0.091520000000000018 -0.40274499999999996 -0.42376499999999995 0.087570000000000009 0.079995000000000011 0.11592000000000001 -0.11403999999999999 0.12862000000000004 0.12900500000000004 0.093315000000000023 -0.230625 -0.080629999999999993 0.11615000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 20 -12 13 -6 -15 16 -2 18 19 -18 -11 22 23 -20 26 -26 27 -25 -29 -30
right_child=15 2 3 4 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0030333454310567513 -0.0034068797917784152 -0.0035261925993451703 0.002782037958256261 0.00059305285302885355 -0.0034240706968633808 -0.0031142207817237946 -0.0034478472195021356 -0.0031565108720194718 0.0014824516104517027 -0.0028574810764376373 -0.003409735221705699 0.0024396995375739099 -0.0034565533703733104 -0.0034541707973202596 0.0015216355959818536 -0.0028364138520526809 0.001542752191984376 -0.0033194045695120905 -0.0026770742882883296 -0.0034286873416320526 0.0030488626389888799 0.0026798053053615246 0.0025046553150609102 0.0034737358391118537 -0.0032133066851267982 0.0010888032005679481 -0.00035300893188016443 -0.0024209513557569744 0.0013803640094899358 -0.0031321454332081818
leaf_weight=0.19365001909500312 0.073972451049486021 0.12377949471556426 0.25633284311334215 0.96362915419740724 0.055672617698292015 0.20841649510657578 0.13289015683767491 0.14092171777519968 0.35158816160401318 0.495313468270976 0.074407720803719712 0.15792931040050462 0.087977476074229344 0.051446546360239154 0.63234786132852816 0.10430980386445288 0.087270036339759827 0.074424349164473713 0.14050251517619772 0.13541202452324963 0.028888169443234801 0.2004704432474681 0.21217202386469569 0.21857151353470095 0.1716692839981987 0.19766547356266528 0.62759312916750776 0.1001752534502921 1.3023535519787315 0.064672335167415329
leaf_count=485 143 46 34 183 56 347 98 244 24 718 166 13 75 33 197 17 4 34 16 47 4 113 73 42 27 33 93 16 522 7
internal_value=0 -0.000423754 -0.000289408 -0.000179272 -0.000403757 -0.000801042 -0.000582835 -0.000399481 -0.000198752 -0.00057192 -0.00158047 0.000566373 0.000350201 0.000803107 0.00114727 0.000302292 0.000393061 0.000472623 0.000554224 -0.00148036 -0.00253199 0.000694239 0.000563103 0.000417189 0.000579247 -0.000910846 0.000817144 0.00125278 0.000921918 0.00116688
internal_weight=0 3.95519 3.76154 3.63776 3.38143 2.4178 2.20938 2.07649 1.93557 1.58398 0.756539 0.232337 0.827445 0.739467 0.683794 3.71123 3.60692 3.53295 3.45853 0.222682 0.524202 3.23585 3.03538 2.8232 2.6827 0.369335 2.31337 1.68577 1.4672 1.36703
internal_count=3910 2723 2238 2192 2158 1975 1628 1530 1286 1262 901 179 361 286 230 1187 1170 1027 993 51 722 942 829 756 740 60 680 587 545 529
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=482 1 0 4 4 16 47 123 43 4 1374 457 16 13 457 0 2 50 48 0 51 45 39 14 13 42 13 4 42 123
split_gain=0.0806391 0.0825647 0.102754 0.0914573 0.0914635 0.111596 0.0866278 0.105831 0.0973493 0.103695 0.096816 0.102363 0.0865125 0.0868217 0.0842593 0.0846895 0.0805713 0.101061 0.0765021 0.0883125 0.0969937 0.126364 0.122095 0.0888397 0.0761661 0.080131 0.119396 0.111968 0.0968453 0.128826
threshold=0.10022500000000002 0.085835000000000009 -0.084074999999999997 -0.15796999999999997 0.0021050000000000005 -0.014099999999999998 0.086425000000000016 0.085195000000000007 -0.26007999999999992 -0.23071499999999998 -0.095439999999999983 0.09037000000000002 -0.50763499999999995 -0.10241499999999999 0.087895000000000015 0.024745000000000003 0.13345500000000002 0.10625000000000001 0.13696000000000003 -0.087899999999999992 -0.030229999999999996 -0.080134999999999984 0.085520000000000013 -0.13131999999999996 -0.5337599999999999 0.091955000000000023 0.41346500000000003 0.15045000000000003 -1.0000000180025095e-35 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 12 7 8 -3 -10 -11 14 13 -6 15 16 17 18 19 23 -21 -22 -23 -12 -4 28 27 -27 29 -26
right_child=-2 6 24 4 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0037050963986324935 -0.0035259504975897232 -0.0037600208198578914 -0.0039210736953215457 -0.0031351118479445621 0.0029016698598917793 0.0016372808874539301 -0.00045945417374994107 0.00346690428976792 -0.0025709698568403085 -0.0012726992948565944 -0.0013399630512518819 0.0035300470156562503 -0.0038753387291222733 -0.0038569623591925822 -0.0033900475576714747 0.0038709416253115891 0.0032378771423513886 -0.0038759636550235355 -0.0027169663241155841 0.0027235161534419003 0.0039046381001859704 -0.0033932070016208875 0.0038676650601920728 0.0019511197955903769 -0.003736923021079694 -0.0038911533001779281 0.0040438579905960727 0.002600653873354411 0.00092692673292316856 0.0028399527977923948
leaf_weight=0.046254895758465864 0.099138320130805258 0.077776564925443714 0.071161458268761524 0.428423893041327 0.07483642812439939 0.18667113727497053 1.5080807346603249 0.18799902997852758 0.14399214532750271 0.29905621190846599 0.14058585790917277 0.22329125945543626 0.17637679530162131 0.045095747991581447 0.069108575698919483 0.13523346539295733 0.17013202398811689 0.076018695290258509 0.09319082942965895 0.10542652229924099 0.054728670278566427 0.26346049354651235 0.039415972758433782 0.89126770074654016 0.15469165934700857 0.20992982903226209 0.046154800802469254 0.048402551998151466 1.2435939557435629 0.061671388801187277
leaf_count=7 130 27 4 791 20 45 366 176 139 30 17 62 211 44 6 57 103 106 14 41 10 267 26 194 438 272 1 11 290 5
internal_value=0 -3.2186e-05 -0.000551337 -0.00157305 -0.00184092 -0.000692924 0.000291592 0.000672864 0.000484098 0.000606133 0.000784771 0.0010568 -0.00216093 0.000360354 0.000785901 0.000932435 0.000715786 0.000457935 0.000665391 0.000876247 -0.000519839 -0.00147602 -0.00244829 0.00150272 -1.82955e-05 0.000139107 -0.00165638 -0.00267481 0.000513572 -0.00186227
internal_weight=0 7.27203 2.79326 0.957659 0.911404 0.48298 4.47876 2.97068 2.78268 2.70491 2.56092 2.26186 0.296309 0.119932 2.03857 1.96946 1.83423 1.66409 1.58808 1.49489 0.463032 0.357605 0.302876 1.03185 1.83561 1.76444 0.304487 0.258332 1.45996 0.216363
internal_count=3910 3780 2139 1118 1111 320 1641 1275 1099 1072 933 903 275 64 841 835 778 675 569 555 344 303 293 211 1021 1017 284 283 733 443
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 3 52 3 1446 51 39 48 50 47 51 15 52 151 2 46 43 15 43 42 457 49 49 0 48 12 2 43 11 159
split_gain=0.437915 0.332885 0.320162 0.291369 0.285426 0.267994 0.273799 0.294429 0.364871 0.328946 0.306435 0.249928 0.295223 0.276636 0.242856 0.241144 0.227262 0.235163 0.360131 0.219134 0.187552 0.184475 0.239228 0.175579 0.171996 0.167851 0.1672 0.259026 0.16386 0.216369
threshold=0.094385000000000011 -0.115685 -0.42985499999999993 -0.032959999999999996 0.091520000000000018 -0.40274499999999996 0.084835000000000008 0.12675000000000003 0.11515000000000002 0.12209500000000001 0.12900500000000004 -0.008624999999999999 0.11588000000000002 -0.0074049999999999993 0.11542500000000001 0.092020000000000005 -0.077544999999999989 0.041585000000000004 -0.078644999999999979 0.08401500000000002 -0.078629999999999992 -0.081629999999999994 -0.084114999999999981 -0.230625 0.090745000000000006 0.10297500000000001 0.11362000000000001 0.093240000000000017 0.080455000000000013 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 26 -2 16 5 25 7 8 9 14 -9 13 -13 -5 20 -8 17 18 21 -19 -7 22 -3 -22 -25 -4 27 28 29 -1
right_child=2 3 4 11 -6 6 15 10 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00081552263681864876 -0.0015836751697222008 -0.0015866850905365926 -0.0016031666831524192 -0.00011983448664002237 -0.0015553639793013689 -0.00088037518474013993 0.0011424513720589614 -0.001560266595033619 -0.0014185122582458299 -0.0016434803188365716 0.00030704184001546786 0.0003775007219543243 -0.001396153760730097 -0.0014288573270133534 0.0012821883617479849 -0.00099482331720054593 -0.0014226661217770819 -0.0015836322492434611 0.00081153876786645184 0.00082109352689765426 0.0014708344044423681 -0.0015916618966871868 0.0017137582811080669 0.00049662977146466933 -0.00056895355287189938 0.00026790184234678479 0.0013270955366202096 -0.0013377705629050349 -0.0010325138724958391 -0.00082021557799430401
leaf_weight=1.0646911313524472 0.2489019583154003 0.11192980232590344 0.29303307901136566 0.97111125272931553 0.21606872149277467 0.28073642984963987 1.4180893113370983 0.445207473123446 0.27356576531019516 0.17831338045652945 0.43002050509676337 1.8651831573515685 0.26702049589948718 0.6854538204788696 0.88266220499644976 0.14481316786259402 1.1188310161669504 0.11915392466471519 0.25337751059851177 0.45254718165961094 0.38035498000681345 0.89116516598733142 0.10683971829712369 2.4074558291613353 0.44703185721300531 0.20132232340984046 0.29453817661851633 0.28399855559109699 0.1982458147977012 0.24819657093030389
leaf_count=105 144 48 39 65 35 23 308 36 78 10 27 134 21 114 171 10 1262 154 35 86 28 565 2 251 23 12 11 27 54 32
internal_value=0 -0.000325746 0.000178419 -0.000494055 0.000233251 0.000282909 0.000359155 0.00019939 0.00035137 0.000457166 -0.000642813 -0.000201776 0.000155382 -0.000661482 0.00054233 0.000944419 -0.000856672 -0.000529413 -0.00088557 0.000319901 0.000356573 -0.00127299 2.51411e-05 0.000463922 0.000329752 -0.000841189 0.00022538 4.46143e-05 0.000304416 0.000506292
internal_weight=0 8.93228 8.24758 6.84261 7.99868 7.78261 7.28825 5.72535 4.85012 4.57655 0.875228 3.78877 2.1322 1.65657 4.39824 1.5629 3.05384 1.93501 1.36331 0.571701 3.51558 1.10993 0.21877 3.23484 2.85449 0.494355 2.08967 1.79513 1.51113 1.31289
internal_count=3910 2715 1195 2486 1051 1016 965 647 584 506 63 334 155 179 496 318 2152 890 650 240 325 615 50 302 274 51 229 218 191 137
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=1456 151 1213 453 4 11 474 403 475 12 39 42 133 158 14 13 132 43 34 156 1374 15 15 2 2 2 52 43 159 2
split_gain=0.0869056 0.0899117 0.0833516 0.0856753 0.0852775 0.185507 0.094621 0.0901068 0.0795776 0.0724996 0.0991721 0.131293 0.0988048 0.100392 0.0979036 0.098318 0.0908654 0.0950374 0.0906736 0.0885011 0.0777117 0.0792233 0.0870532 0.0819046 0.0774992 0.0743771 0.148465 0.192959 0.131874 0.10545
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.084084999999999979 -0.086004999999999984 -0.12394999999999999 0.085060000000000011 -0.089024999999999979 0.10681500000000001 0.09908500000000002 0.077685000000000018 -0.11267999999999999 0.080815000000000012 0.098320000000000005 -0.080599999999999991 0.091280000000000014 0.09309000000000002 -0.11739999999999999 -0.106555 0.10045500000000002 0.097940000000000013 0.11578500000000001 0.095040000000000027 -0.52334499999999984 -0.52106999999999992 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 7 -6 -4 -2 -9 12 -12 13 14 15 24 17 18 -17 20 21 23 -23 -20 -11 26 29 -28 -29 -24
right_child=2 -3 3 -5 6 -7 -8 9 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.00048276831258462513 0.0031193548328271592 -0.0031172824972683427 -0.0031023852630125063 -0.0016753894847529149 -0.0032389204558154329 -0.0028910872797198394 0.0011642252694030789 -0.0018464298110673152 -0.0024939735887269813 0.00017367429670141758 -0.00074260753882979356 0.0025696045097879862 -0.0031541552324322705 -0.0031300262219851891 -0.0028468519864141869 -0.0029441067573454248 0.0017804974377110038 -0.0031185330529472145 -0.0031654698714387855 -0.0021842175300901948 -0.0030314732462096939 0.0027597159548165134 0.00064825092294776212 0.001340786307230088 0.0022722974542550181 0.0019513794101649038 0.0031858721105020599 0.0029435146930321785 -0.0032094714570759159 -0.0032870824365757298
leaf_weight=0.10747167134832125 0.027506881393492222 0.17474753690294154 0.083038566588584106 0.25953751977431228 0.049151688464917243 0.20700885794212798 0.98456130934937369 0.16880518002289946 0.20306267414707679 0.30203483827790423 0.17007856931741117 0.35316501259512723 0.089469419850502052 0.088573524175444507 0.09875226707663376 0.096519841812552243 0.27251022039854422 0.095923264545490272 0.11916146842850217 0.15376614909837361 0.068522746878443175 0.14669898050488095 1.7773227881643849 0.057291380100650713 0.38260959021135932 0.23792944729939325 0.068223563284846023 0.037597138078126591 0.3001853553832915 0.067805403072270454
leaf_count=41 4 328 422 91 4 162 432 34 551 42 25 154 94 68 35 20 98 159 60 145 25 12 578 15 71 36 4 17 177 6
internal_value=0 -0.00174635 6.77662e-06 6.94513e-05 0.000139371 -1.55035e-05 0.000954862 9.8185e-05 -0.00182431 0.000149761 0.000217369 0.00149298 6.77457e-05 0.000133688 0.000201185 0.000273124 6.31296e-05 -8.18992e-05 1.11323e-05 0.000105131 0.00022733 0.000306735 0.000441235 -0.00170236 0.00134648 0.00030459 0.000130535 -0.00156504 -0.00252461 0.000503634
internal_weight=0 0.282219 6.96681 6.73624 6.47671 5.44299 1.03371 5.23598 0.23057 5.15295 4.98414 0.523244 4.4609 4.37143 4.28285 4.1841 3.49946 3.22695 3.13102 3.0345 2.88074 2.81222 2.63576 0.176453 0.684644 2.48906 2.25113 0.406006 0.337782 1.84513
internal_count=3910 369 3541 2986 2895 2459 436 2297 555 1875 1841 179 1662 1568 1500 1465 1352 1254 1095 1075 930 905 830 75 113 818 782 198 194 584
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=1 52 1446 2 133 12 1455 3 3 2 132 376 47 2 151 13 41 2 43 15 42 43 3 4 4 0 133 13 44 1
split_gain=0.552299 0.318513 0.287925 0.282554 0.27008 0.35837 0.268456 0.264565 0.271551 0.365036 0.264145 0.25151 0.222617 0.201955 0.224302 0.232487 0.273876 0.175518 0.164655 0.274068 0.256918 0.210228 0.205076 0.174784 0.18954 0.170514 0.153869 0.198474 0.32222 0.30713
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 0.14808000000000002 0.085355000000000014 0.088005000000000014 0.088975000000000012 -0.115685 0.086245000000000016 0.086245000000000002 0.079995000000000011 0.048695000000000009 0.085165000000000018 0.11085000000000002 -0.082164999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.089785000000000018 -0.077544999999999989 0.035895000000000003 0.08401500000000002 -0.078644999999999979 -0.0066499999999999988 -0.084009999999999987 0.15045000000000003 -0.25490999999999991 -0.26719999999999994 -0.083814999999999987 0.084245000000000014 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 10 -6 -5 12 11 -10 26 18 13 14 -1 16 -16 -11 19 21 -21 22 -9 -22 -25 -20 -3 28 29 -28
right_child=1 2 -4 6 5 -7 -8 8 9 17 -12 -13 -14 -15 15 -17 -18 -19 25 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00054301596803040322 -0.0013038181800479368 -0.0012853096579772067 -0.0013130284395843116 0.0013117779182257319 0.0011732018880415184 -0.0011821812423126791 -0.0011068674682484937 -0.0011633429155495389 0.00074756412067289967 -0.0012197314479353663 0.000813428089806337 -4.3481784934968564e-05 0.00074706825782496552 0.0004418908987014813 0.00057282897118974348 -0.0012837868741325008 -0.0010255576773476772 -0.00037262462337198083 0.0013616618455907007 -0.0013043520967446968 0.0011981142676301439 0.00017605528298739856 0.00093816317190986394 -0.0013073719707266003 0.00093345240043718903 -0.0011730525696562069 1.5840870590388551e-05 -0.00035363917896019881 -0.0011630199455014024 0.0013168898448363466
leaf_weight=0.25775301066460166 0.40776210179319505 0.24057455800356997 0.33546572833438482 0.40834787092171687 0.50301913975272317 0.13857319529051892 0.095172436907887459 1.8596663066709882 0.42418600805103812 0.52562714403029565 0.40250753954751406 0.60191006213426579 0.34479839773848642 0.40935296774841834 0.35152454185299609 0.73341156111564343 0.37013826798647642 1.8926326917717231 0.045315980911254328 0.18787563437945198 0.26696394535247236 0.25562119224923585 0.081523359287530295 0.14133476931601763 0.11526027938816696 2.9803376474010328 1.1155344035942079 5.5033585579367355 0.27061479818075884 0.42007692001061503
leaf_count=27 144 32 35 131 153 56 5 625 31 42 65 37 25 14 16 81 66 75 1 154 9 36 5 70 8 1393 87 401 10 76
internal_value=0 -0.000181623 -0.000133115 -8.96072e-05 -0.000144928 0.000664479 0.00085462 -0.000597328 -0.000696734 -0.000362103 -0.000210228 -0.000842267 -0.000219433 -0.000376464 -0.000572045 -0.000769568 -0.000246978 -0.00055675 -0.000923292 -0.000702944 -3.35912e-06 -0.000929504 -0.00107509 0.000463493 -0.000300813 -0.00113509 -0.0002648 -0.000231213 0.000141807 0.000371752
internal_weight=0 9.84101 9.43325 9.09778 8.59426 0.641592 0.50352 11.8452 9.37826 2.84245 7.95267 6.53581 2.46698 2.12218 1.71283 1.45507 0.721663 2.41826 5.9339 2.90825 0.711435 2.19681 1.94119 0.523559 0.256595 3.02565 7.55016 7.30958 1.80623 1.53561
internal_count=3910 1195 1051 1016 880 209 136 2715 2486 148 671 2338 229 204 190 163 82 117 2301 907 241 666 630 87 78 1394 606 574 173 163
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 3 15 457 52 3 43 12 39 151 1446 49 47 132 42 474 4 52 159 42 42 4 133 15 1 15 40
split_gain=0.0790559 0.106788 0.107137 0.172522 0.105534 0.0966165 0.111042 0.0989914 0.0939224 0.138847 0.112399 0.111711 0.0803172 0.0813247 0.0943054 0.0843127 0.0999193 0.103463 0.0952874 0.101754 0.0993484 0.0991364 0.0872778 0.0961204 0.08226 0.0921593 0.0957425 0.0990744 0.0934839 0.0794116
threshold=0.094485000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.115685 -1.0000000180025095e-35 0.083995000000000014 0.11401500000000002 0.086245000000000016 -0.074904999999999985 0.094045000000000004 0.005105000000000001 -0.40391999999999995 0.091520000000000018 0.092185000000000017 0.13206500000000002 0.079995000000000011 -0.11403999999999999 -1.0000000180025095e-35 0.50657000000000008 0.090300000000000005 -0.47141999999999995 0.08784500000000002 0.086125000000000021 0.41666000000000009 -0.0087799999999999979 -0.073314999999999991 0.11215000000000001 0.024640000000000006 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 -7 29 -2 14 15 16 17 -14 -19 20 22 -22 23 24 25 -20 -27 28 -28 -11
right_child=12 2 3 4 5 7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0028454862524367546 -0.0022381535114966169 -0.0033413975405477397 0.0025076718726871911 0.00054824141305929628 -0.0022665480023116111 0.0014607352458935205 0.00030373665276458938 -0.0032731577704756295 0.0013865975930689367 -0.0029206074208915542 -0.0032801956013163124 0.0022654668806026531 -0.0030295096093857846 -0.0031387176114053058 0.0018522078140719687 -0.0015198156213920404 0.002873247857201445 -0.0033237097969009812 -0.0026332149044938861 0.003260186613018318 0.0025716633602938309 -0.0021454711460410624 0.0018370516271478 -0.0026486457554536456 -0.0016655323072809829 0.0021719138418514953 0.002704387377244934 -0.0013447025641010865 -0.0010618923362873376 0.0032742019896079624
leaf_weight=0.17923354393678925 0.12863158539403263 0.1159745577824659 0.23207912656653285 0.90662641629023832 0.65715889662897287 0.35751908112251984 0.2396893465629546 0.1014509764063406 0.37881234289670829 0.34073873099077379 0.061196811866466305 0.059059197606984526 0.097160171404541695 0.067832211272616294 0.42791865662002226 0.26275598721258564 0.16036001111933718 0.070584702207273309 0.076362144529415699 0.13057509338977968 0.056334380147745833 0.26812575040457876 0.45713166554196494 0.11315536510664959 0.16443764462019306 0.4430545672657924 0.19859677178464208 0.25129257993830834 0.10541554722658475 0.023087358102202415
leaf_count=485 35 46 34 183 708 128 72 182 46 772 59 6 17 35 101 35 108 70 29 156 11 103 157 11 23 111 99 54 32 2
internal_value=0 -0.000412375 -0.000286822 -0.000181308 -0.000380985 -0.000760692 -0.00157962 -0.000205071 4.99738e-05 -0.000551653 0.000767831 -0.00185813 0.000268466 0.000364682 0.000437062 0.00022498 0.000401814 0.000238869 0.000374863 0.000490149 0.000320649 -0.00132646 0.000615999 0.000203239 0.000463662 0.000789439 0.00105123 0.000157083 0.00139844 -0.0025275
internal_weight=0 3.65263 3.47339 3.35742 3.12534 2.21871 0.896848 1.32186 1.22041 0.841601 0.418716 0.422885 3.47972 3.35109 3.28326 2.85534 2.59259 2.43223 2.33507 2.26448 2.13391 0.32446 1.80945 1.35231 1.23916 1.07472 0.998359 0.555305 0.304012 0.363826
internal_count=3910 2723 2238 2192 2158 1975 780 1195 1013 967 187 780 1187 1152 1117 1016 981 873 856 786 630 114 516 359 348 325 296 185 131 774
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=4 11 484 150 1213 403 160 52 151 0 1 0 4 3 0 475 457 52 50 49 48 49 401 48 4 47 2 15 49 52
split_gain=0.455129 0.30901 0.302452 0.349488 0.329706 0.281647 0.284665 0.274083 0.266723 0.259288 0.326192 0.322045 0.357166 0.268754 0.252484 0.239724 0.221139 0.189195 0.184954 0.174361 0.165804 0.162732 0.182416 0.161868 0.147374 0.193347 0.224192 0.145823 0.156176 0.145421
threshold=0.27020000000000005 0.080455000000000013 -0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 -0.084084999999999979 -0.217635 -0.42985499999999993 -0.27336999999999995 -0.076099999999999987 1.0000000180025095e-35 -0.087899999999999992 -0.0025899999999999994 -0.0045049999999999995 0.12500000000000003 -0.086004999999999984 0.087350000000000011 -0.08799499999999999 0.11901000000000002 -0.088729999999999989 0.10322500000000003 0.51898500000000014 0.078330000000000025 -0.068009999999999987 0.0057500000000000008 0.09252500000000001 0.097775000000000015 0.099325000000000011 -0.14091999999999996 -0.089799999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 -6 21 20 -2 10 29 12 19 14 27 -4 -3 -15 -10 -12 -8 22 -7 -21 -14 26 -26 -11 -29 -9
right_child=8 16 4 -5 5 6 7 9 18 13 11 -13 24 17 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0010562442535815989 -0.00099980619192316768 -0.0012097334030598736 0.001217019765349555 0.00071300718730055385 -0.0011999047661673144 -0.0010433320977639622 -0.0012026915488866743 -0.0012075276140869132 0.00053414510097976381 0.00092436721006382131 -0.00030105901617576397 -0.00089188256387447162 -0.00052434577361793757 -0.00059694193321607216 2.4116358152330466e-05 -0.0011327939824524638 0.0009365623987650036 0.00023035522703349746 -0.00052134847529381465 -0.0001361421720048228 0.00050794878750940028 0.0012340536910239262 0.00082677953610253143 0.0010506857559316658 0.00083444935630502869 -0.00043670453253032794 -0.00013491514638304955 0.00085812638960564448 -0.00095427781278905797 -0.00034497014252687561
leaf_weight=0.88948318992334019 0.198015158879571 0.5941900683683351 0.0690469890832901 0.19431940210051835 0.29072150449791934 0.67670626948529111 0.3813894027989545 0.35120715526863477 2.5376746111724056 1.5725308482360563 0.2197585186222567 0.43246855042525556 0.72192063496913794 0.62736796785611648 0.94199337484315027 0.60890347654639931 0.077515779295936227 1.0654003279050952 0.26158347283489991 0.19619661942124356 0.10273487929953262 0.058324655517935753 0.083721286035142839 1.0049003164167514 0.69592080463189654 0.63956834108103056 0.66784942173399031 0.13959511299617589 0.13225611329835363 1.3615596742019977
leaf_count=552 20 170 4 21 385 276 199 91 433 169 21 136 51 60 45 545 5 60 19 14 13 2 19 96 23 36 26 14 35 370
internal_value=0 -0.000170031 -0.000132369 -0.000739028 -8.19556e-05 -3.74583e-05 -9.46708e-06 4.00311e-05 0.000340688 7.95734e-05 -7.68942e-05 8.95521e-05 0.000191923 0.000299346 0.000527529 -0.000893473 -0.000962048 -7.62548e-05 0.000435512 0.000677735 -0.000839681 -0.000689872 -0.000837437 0.00085682 -6.13633e-05 0.000105477 0.000359744 0.000784641 -2.36115e-05 -0.00052184
internal_weight=0 14.7976 14.1258 1.0838 13.042 12.3641 12.0734 11.2546 2.99727 10.7705 6.29135 4.57858 4.14611 4.47914 2.78638 0.67795 0.671706 1.69277 2.79926 1.42086 0.484124 0.818752 0.760428 1.2011 2.72526 2.00334 1.36377 1.84438 0.271851 1.71277
internal_count=3910 3438 3263 573 2690 2141 1756 1459 472 1247 864 403 267 383 263 549 175 120 452 131 212 297 295 110 136 85 49 218 49 461
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=1456 151 1 13 51 3 11 376 3 15 49 47 133 4 133 160 38 1213 2 49 43 1 15 2 49 2 2 3 0 15
split_gain=0.0781405 0.0851647 0.0780799 0.0972039 0.114474 0.103296 0.0937624 0.0906166 0.096808 0.112282 0.105819 0.118573 0.114022 0.112072 0.113658 0.0957532 0.100189 0.104531 0.0945851 0.123454 0.0909247 0.0897132 0.174 0.119299 0.0989035 0.107058 0.111863 0.0970497 0.0837512 0.0718741
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.12730000000000002 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 0.088315000000000018 0.048375000000000008 -0.12008499999999998 -0.03231499999999999 -0.10837499999999999 0.11603500000000001 -0.10260499999999999 -0.49837999999999999 0.10864000000000001 -0.098319999999999991 0.10386000000000002 -1.0000000180025095e-35 0.11542500000000001 0.0037600000000000003 0.093240000000000017 0.094695000000000015 -0.0058549999999999991 -0.013084999999999998 -0.047894999999999993 0.099015000000000006 0.10393500000000001 0.11818000000000002 -0.23274999999999998 -0.072424999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 9 -2 -10 12 -12 -14 15 -15 17 -17 19 20 -11 22 24 -24 -19 28 -27 -23 -26 -7
right_child=2 -3 3 4 5 29 -8 -9 10 18 11 -13 13 14 -16 16 -18 21 -20 -21 -22 27 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00051519390253176086 0.002674577303859661 -0.0035583335271500145 0.0027056010251532555 -0.003569380867635758 0.002305034182762654 0.0010653161733051482 -0.0020801218584453013 0.0015078791873510413 -0.0023189675701239866 -0.00032887577366411878 -0.0034223381169026889 -0.0031298469973000623 -0.003568231511673646 -0.0022558598046487997 -0.0035830053531301577 -0.0035467494629168473 -0.0035415526701537492 0.00035466616575678596 0.0028208875833020718 0.0034847876679940937 -0.0037696838428161474 0.0021404201911414612 -0.0035445461809034836 0.0016431991777841007 0.0023557273863548897 0.002958459306182016 -0.003549624572574179 -7.2591242224209179e-05 -0.0035568563086770212 -0.0027974910312506917
leaf_weight=0.10586019213951658 0.28159195911939605 0.16301288682370785 0.27711749344598502 0.087319983344059438 0.2718342220832709 0.11991532854153775 0.30105213353817806 0.42872451947187062 0.34200906065961989 0.46230775710500782 0.12620583014904774 0.1719359688941039 0.10654426908877246 0.18202632992324863 0.10062658450988227 0.077980698890317668 0.07908390721422609 0.39385600342939409 0.13149440212873742 0.086433874705107883 0.12122207212451031 0.73092646705481434 0.059735366667155176 0.76962380461372559 0.032932425150649314 0.090753351425519213 0.051923111237556441 0.37491814550594427 0.33179795169780624 0.12103364604990929
leaf_count=41 81 328 183 20 95 26 126 141 101 147 372 84 65 236 430 320 27 79 11 12 10 190 34 255 8 9 69 66 327 17
internal_value=0 -0.00195451 -1.03307e-05 0.000973342 0.000173414 0.000810761 -0.000158196 -5.36546e-05 -0.00018477 0.000753671 -0.00043742 -0.000262595 -0.000122102 1.02658e-06 0.000117102 0.00023435 0.000385771 0.00049234 7.87613e-05 -0.000459438 -0.00104367 0.000603383 0.000100659 0.00126955 -0.000974974 -0.00200706 0.000590024 0.00139014 -0.00302299 -0.000875052
internal_weight=0 0.268873 6.71293 0.877221 0.600103 0.512783 5.83571 5.53465 5.10593 1.08305 4.02288 3.68087 3.50893 3.38273 3.27618 3.17556 2.99353 2.91445 0.801458 0.669964 0.58353 2.83647 1.73062 0.829359 0.901263 0.507407 0.142676 1.10584 0.36473 0.240949
internal_count=3910 369 3541 341 158 138 3200 3074 2933 261 2672 2571 2487 2115 2050 1620 1384 1357 180 169 157 1037 781 289 492 413 78 256 335 43
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=52 158 1 13 43 38 151 14 44 47 51 42 2 402 160 1 457 2 15 33 124 13 151 16 16 0 4 2 1 15
split_gain=0.0747389 0.0760885 0.0778759 0.086689 0.105406 0.0977165 0.0851674 0.0834091 0.085181 0.0808453 0.0743991 0.131528 0.0903955 0.0856965 0.0758341 0.0755698 0.0735983 0.165884 0.11978 0.0799173 0.080641 0.0957807 0.0839929 0.127039 0.09094 0.175755 0.103323 0.093605 0.126536 0.191144
threshold=-0.42985499999999993 0.11034000000000001 0.11561500000000001 -0.0024749999999999993 0.50266500000000003 0.13905500000000001 -0.27336999999999995 0.077685000000000018 1.0000000180025095e-35 0.11381500000000001 -0.09021499999999999 -1.0000000180025095e-35 0.096540000000000015 -1.0000000180025095e-35 -0.098319999999999991 1.0000000180025095e-35 -0.0034949999999999994 0.11578500000000001 0.10043500000000001 -1.0000000180025095e-35 -0.082024999999999987 -0.5337599999999999 -0.084129999999999996 -0.50763499999999995 -1.0000000180025095e-35 0.12500000000000003 -0.51381999999999983 0.11260500000000001 0.094695000000000015 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 10 15 12 -12 -13 -15 -2 17 -16 19 -18 -21 -22 -23 -24 25 27 -26 28 29 -25
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 13 -14 14 16 -17 18 -19 -20 20 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0024858207595773668 -0.0022716122127396641 -0.0031550079971000389 -0.0037988681617424597 9.8414567210289218e-05 -0.0037948529883744617 -0.0038319139584133744 0.0034952767019860421 -0.0030432067591275192 -0.0037381321936131046 -0.0033601982192461156 -0.0035742690006488223 -0.0038014680328227442 -5.7302145013824274e-05 -0.0019485706889242843 -0.002624611553031318 0.0024001752690011599 -0.0021292693463450217 0.003655453909643613 -0.0030466489301071782 0.0036167355163091281 -0.003841506925783058 -0.00081425743548356737 0.0035580279884291758 -0.0035855376058512851 -0.0014384468181058894 -0.0033537740367343511 0.0022205771166475164 -0.0026217244255476381 0.0032551893648652581 0.0011841729783883216
leaf_weight=0.1801471298567775 0.058568812786688684 0.10854726534671488 0.024176684790290892 0.82605327066266887 0.039826046871894505 0.031271089799702168 0.40125001734486432 0.14095697761513282 0.089952355505374615 0.10176203059381794 0.24643869517421979 0.077945716426257028 0.18024965771110146 0.22158375064100333 0.2833899587421923 0.31242002361977939 0.14110550067562355 0.07597932091448456 0.13017789254445222 0.13600952995330118 0.066288607195022275 0.41777829667990207 0.25140732491854745 0.15021898633495101 0.12930042760854121 0.18141403910703946 0.73395370801334614 0.11194922227150517 0.26484741960302927 0.58881210662548211
leaf_count=353 108 167 5 184 7 4 290 102 36 44 662 236 176 293 152 104 41 7 105 68 4 131 49 45 19 9 106 16 30 357
internal_value=0 -2.14509e-05 3.15708e-05 0.000847564 0.0020939 0.00260743 0.00308076 -0.000180351 -9.88535e-05 -3.15173e-05 3.96475e-05 -9.75429e-05 -0.00208857 0.000116872 0.000195502 0.00166263 0.000325216 -0.00129685 0.000501684 0.000647257 0.000776474 0.000643081 0.000748137 0.00101877 0.000723286 9.16147e-05 0.00167252 0.000651774 0.00101682 0.000214659
internal_weight=0 6.52363 6.41509 1.32258 0.496524 0.456698 0.425427 5.09251 4.95155 4.8616 4.75984 4.38885 0.426688 3.96216 3.88422 0.370989 3.66263 0.359369 3.30326 3.17309 3.03198 2.89597 2.82968 2.4119 2.1605 1.29724 0.863254 1.11583 1.00388 0.739031
internal_count=3910 3557 3390 490 306 299 295 2900 2798 2762 2718 2506 838 1668 1432 212 1139 159 980 875 834 766 762 631 582 457 125 448 432 402
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=484 150 1 51 14 47 44 1 0 48 0 15 0 457 52 2 96 16 157 13 42 123 42 13 4 133 474 4 1375 47
split_gain=0.0745486 0.105042 0.0762333 0.125538 0.107903 0.0875336 0.0969504 0.0996159 0.116893 0.107759 0.0971878 0.132444 0.12698 0.124343 0.112885 0.096675 0.0958252 0.0868894 0.0741896 0.0753606 0.0786396 0.106735 0.084946 0.0941609 0.0952351 0.0714934 0.114516 0.0816993 0.0668796 0.0663991
threshold=-0.0043499999999999988 0.097030000000000019 0.13662500000000002 -0.40274499999999996 0.077685000000000018 0.13177500000000003 1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 0.12862000000000004 -0.10575999999999998 0.041585000000000004 -0.066689999999999985 -0.0034949999999999994 -0.42985499999999993 0.087995000000000004 -1.0000000180025095e-35 -0.17157499999999998 -1.0000000180025095e-35 -0.5337599999999999 -1.0000000180025095e-35 0.091310000000000016 0.091955000000000023 0.41346500000000003 0.15045000000000003 0.084285000000000013 0.087070000000000022 0.0021050000000000005 -0.43271999999999994 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 6 7 8 25 10 13 12 15 -9 -14 16 -12 -18 -10 -20 21 -21 -22 24 -24 26 -2 -27 -15 -30
right_child=2 -3 3 -5 -6 -7 -8 9 18 -11 11 -13 14 28 -16 -17 17 -19 19 20 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0022765796308770116 -0.0034683033361192898 0.0019582900913922272 -0.0034705942896192487 0.0022103573755030996 -0.0028406619373534899 -0.0024172887015014282 -0.0029630081203558022 -0.0008295395829976905 -0.0034648170613424843 -0.0020334949461171372 0.0035767376336853715 -0.0030735517469353403 -0.0034455612875546756 -0.00046093578597093026 0.0020178359714701256 0.0016385067390522151 0.00073188432999897381 -0.003071185669779554 -0.0034963361211567301 -0.0034657850540383982 0.0012496536889923524 0.0023695349301398106 -0.003474357189595479 0.0035955327843399791 0.002497745877831168 -0.0034489046266603838 0.0027539288870079589 0.00081525486312438941 0.0024234300102697701 0.00054776812105632362
leaf_weight=0.35277595967090736 0.30139986536323671 0.086317580455215648 0.052993970282841474 0.35181715721773787 0.16271806523945986 0.17132782225962717 0.12095229139958963 0.27991078246850531 0.065953404695392348 0.18101941724307824 0.038417468262196053 0.14758739237186103 0.049024721305613972 0.15202223772939749 0.5169806824778781 0.14724682486848906 0.094677638662687968 0.28599547686462778 0.060076892375945934 0.12240421208298347 0.90395359211470372 0.053263420006260276 0.14382240201484819 0.04114498570561409 0.040523360788938589 0.073554440206862637 0.039625576748221647 0.19224167142238002 0.90685036854847589 0.29653755456092767
leaf_count=590 488 22 14 202 94 50 37 51 91 31 9 343 115 15 199 54 32 198 4 373 151 5 209 1 6 177 10 96 204 39
internal_value=0 -0.00144408 2.47441e-05 0.00146666 -7.96897e-05 3.10012e-06 8.20088e-05 0.000153743 -0.000437037 0.000542595 0.000702554 -7.60273e-06 0.000392007 0.00125838 0.00154462 -0.000759932 -0.00160262 -0.00212532 9.95786e-05 0.000271777 0.000445231 -0.00169648 0.000778342 -0.00111107 -0.00216155 -0.0017026 -0.00274531 -0.000364777 0.00168956 0.00196123
internal_weight=0 0.439094 5.99404 0.404811 5.58923 5.42651 5.25519 5.13423 2.03796 3.09627 2.91525 1.27993 1.13234 1.63532 0.566005 0.566337 0.419091 0.380673 1.43114 1.36519 1.30511 0.175668 1.12944 0.225491 0.184346 0.606822 0.341025 0.265796 1.35541 1.20339
internal_count=3910 612 3298 216 3082 2988 2938 2901 1611 1290 1259 950 607 309 314 293 239 230 840 749 745 378 367 216 215 771 498 273 258 243
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=124 38 39 1 42 151 1348 484 454 43 1373 1426 4 160 151 403 15 52 1375 2 15 1 3 0 47 48 0 13 132 52
split_gain=0.0696523 0.122651 0.0832665 0.0828726 0.0785007 0.079639 0.0876246 0.123338 0.0740617 0.0776387 0.0720171 0.0707001 0.0896879 0.0921642 0.0871557 0.0857763 0.0682134 0.0895729 0.0771581 0.0941796 0.120316 0.106193 0.0781051 0.109407 0.0811023 0.0666793 0.0664444 0.0758825 0.14017 0.0976227
threshold=-0.061329999999999989 0.098160000000000011 0.15608500000000003 0.099595000000000017 -0.26552999999999999 -0.52174999999999983 0.090050000000000005 -0.0043499999999999988 -1.0000000180025095e-35 0.24789500000000006 0.099250000000000019 -1.0000000180025095e-35 0.50541500000000006 -0.092169999999999988 -0.098594999999999988 0.07955000000000001 -0.03231499999999999 -0.42985499999999993 -0.072014999999999982 0.10113500000000002 -0.11739999999999999 0.12446500000000001 -0.073984999999999981 -0.23029999999999998 0.09252500000000001 0.3133200000000001 -0.23129999999999998 -0.083924999999999986 0.080815000000000012 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 25 -9 10 11 -10 13 14 -13 -16 17 -15 -19 20 21 -20 -22 -24 -25 -7 -18 29 -29 -28
right_child=2 -3 -4 -5 5 6 -8 8 9 -11 -12 12 -14 16 15 -17 26 18 19 -21 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00045941143935937767 -0.0033916322173416246 -0.0031162332132124346 0.0028122158782556811 0.0031001208973153115 -0.0033714316695195277 -0.0025504407756399426 0.0030634748703481738 -0.0029478863080645264 -0.0034670917087713175 -0.0023501363539131003 -0.0033827393192525554 0.0026022551224953771 0.0031778909442674026 -0.0033581052368745743 -0.0031961462578558955 0.0020794304801698572 0.0033901115716551996 -0.00071925202464436053 -0.0028624351256702828 0.0023743980381301841 0.0021006910755580863 0.0013043825394338706 0.0034208974668070483 0.00051206805080691962 -0.0033850561755715955 0.0034293060412540453 0.000978792844009532 -0.0011690301498903026 0.0021294491126297539 -0.0033996438250914886
leaf_weight=0.33148183270532161 0.087690902946633176 0.072342761824984336 0.10174684786761634 0.22329559085846995 0.087201666472537798 0.31656454250150989 0.093973099159484152 0.097962444153381401 0.060688125948217819 0.15329735983323178 0.066681361415248719 0.046074309240793809 0.10885514422625409 0.059519324171560473 0.22592149291267549 0.040857626116121537 0.0568216610117801 0.30691372021101404 0.17940280776110706 0.46921075651698618 0.48293865331470409 0.11124334753549192 0.078462506004143506 0.14292482263408557 0.10326706134947017 0.02241772785782814 0.65340759265382109 1.1604917002241588 0.16523024315574719 0.062651085878314916
leaf_count=78 22 36 34 196 63 583 39 40 62 211 28 17 129 130 362 25 9 33 62 189 116 22 5 31 27 1 328 906 110 16
internal_value=0 0.0009872 -0.000190934 0.00152229 -0.000247096 -0.000195583 -0.000142991 -0.000201253 -6.42154e-05 -4.55335e-06 7.3929e-05 0.000124981 0.000173923 9.86706e-05 -0.00165324 -0.00238818 0.000234589 0.000688556 0.000817056 0.00111787 0.000581034 -0.00126761 0.00124634 -2.4535e-05 -0.00112261 -0.00215499 -0.000183746 -0.000283204 -0.000757927 0.000595704
internal_weight=0 0.62712 5.54242 0.554777 5.44067 5.35298 5.26578 5.17181 4.83282 4.73486 4.58156 4.51488 4.45419 4.34534 0.312853 0.266779 4.03249 1.93388 1.87436 1.56745 1.09824 0.290646 0.807593 0.324654 0.246192 0.338982 2.0986 2.04178 1.32572 0.716059
internal_count=3910 310 3600 274 3566 3544 3481 3442 2858 2818 2607 2579 2517 2388 404 387 1984 615 485 452 263 84 179 63 58 584 1369 1360 1016 344
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=1456 151 1425 4 11 401 14 124 38 1456 1365 1374 1 1 0 3 2 2 43 1 3 0 1429 13 2 4 48 48 15 4
split_gain=0.0650446 0.0671142 0.063587 0.0761017 0.0684761 0.0709416 0.0680026 0.0703586 0.109009 0.085745 0.0766698 0.0714913 0.0829157 0.100278 0.074453 0.0730967 0.110001 0.147081 0.0953782 0.110632 0.101547 0.0878863 0.0838299 0.0757611 0.0730902 0.0835764 0.111882 0.0779607 0.069622 0.0832741
threshold=-1.0000000180025095e-35 -0.035524999999999994 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.087020000000000014 0.088250000000000009 -0.061329999999999989 0.098160000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.086000000000000007 0.094695000000000015 0.091310000000000016 -0.23029999999999998 -0.115685 0.10393500000000001 0.097940000000000013 -0.083899999999999988 0.087545000000000026 -0.084129999999999996 -0.087899999999999992 0.084920000000000009 -0.089189999999999978 0.090695000000000012 -0.16401499999999997 0.12862000000000004 0.137325 -1.0000000180025095e-35 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 11 12 13 14 -9 28 17 18 20 22 -17 -21 -20 -19 -14 27 -27 -26 -16 -30
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 -13 24 -15 15 16 -18 23 19 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00038883613901834603 0.0017617975708590352 -0.0031697749349836649 -0.0032455573551504443 0.0021858899901114281 -0.0015942377086830234 -0.002505726960926311 -0.0028809342484670862 0.0020840184125220135 -0.0028667019731024408 -0.0031693705043936071 -0.0027190942976489229 -0.0021220823684663043 9.2547224742041837e-05 -0.0024723497832196775 0.0027610890732219411 -0.0014277571881369214 -0.0025592467368663668 0.0031074367606555671 -0.0025809210598995505 0.002424366959776015 0.0021474562598924919 -0.0031602849818096359 0.0022113642060175498 -0.00052812859366854054 -0.0025858074965591136 0.0025335127645806344 -0.00041589100312494908 0.0018933791710569344 0.00092334671528571653 -0.0018150472632375298
leaf_weight=0.087792218640970532 0.45953114083386015 0.13185752611116175 0.059356954941904294 0.15904211286397174 0.26385997856414167 0.10563359025218222 0.07473703696814471 0.16156366498034813 0.056862389923480805 0.082122607253040658 0.095060421001107787 0.13420847573070194 0.86040484188561073 0.17259357558577892 0.13170398879447021 0.13621576868263219 0.22697192300620361 0.17630844933592016 0.44210882964853426 0.10666364117969351 0.18809122280254131 0.038007795223165886 0.039545485273265513 0.084233315525125363 0.091135552997002378 0.54872164154221537 0.16677170363254845 0.067086085211485624 0.43051010209092055 0.14853292633779291
leaf_count=41 191 328 91 212 104 274 39 21 33 291 50 68 230 126 21 224 204 14 709 32 41 98 27 76 45 191 34 9 68 18
internal_value=0 -0.00174743 1.32694e-06 3.54483e-05 -2.6858e-05 5.2289e-05 0.000105068 0.000149303 0.00125213 2.35472e-05 8.25182e-05 0.000143722 0.00021583 -0.000153694 1.95115e-05 -0.000135708 -0.000544578 -0.000167033 -0.000742335 -0.0014611 0.000645791 0.000957178 -0.00218746 0.00193206 0.000744944 0.0013874 0.00184605 -0.000686629 0.000691614 0.000220909
internal_weight=0 0.21965 5.70759 5.64823 5.48919 5.22533 5.11969 5.04496 0.516394 4.52856 4.44644 4.35138 4.21717 2.48305 2.31046 2.14889 1.43815 1.21117 0.950633 0.626326 0.324307 0.144671 0.481654 0.260542 1.73412 0.873715 0.715493 0.158222 0.710747 0.579043
internal_count=3910 369 3541 3450 3238 3134 2860 2821 224 2597 2306 2256 2188 1679 1553 1532 1425 1221 1131 866 265 130 736 90 509 279 225 54 107 86
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=1 50 158 2 123 3 15 47 133 3 15 0 52 49 43 0 3 3 51 48 46 50 51 148 12 4 150 122 3 3
split_gain=0.313877 0.294963 0.258727 0.247049 0.226894 0.216558 0.234067 0.258528 0.232408 0.302715 0.222744 0.20931 0.209775 0.207428 0.210607 0.207079 0.196403 0.294822 0.194199 0.216488 0.30607 0.294195 0.290107 0.267764 0.284118 0.18254 0.205987 0.178274 0.177028 0.170149
threshold=0.10113500000000002 0.086465000000000014 0.084965000000000027 0.14808000000000002 0.11662000000000002 -0.115685 0.10043500000000001 0.09252500000000001 0.10681500000000001 0.11476000000000001 -0.016339999999999997 -0.11524 -0.0066199999999999991 1.0000000180025095e-35 -0.18906999999999999 -0.060094999999999989 -0.084129999999999996 -0.08348499999999999 -0.40274499999999996 0.12862000000000004 0.092020000000000005 0.11843500000000001 0.12900500000000004 -0.080629999999999993 0.092365000000000017 0.0057500000000000008 0.087235000000000021 0.09197000000000001 -0.078669999999999976 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 18 -3 10 7 8 9 11 -1 12 25 14 -13 -12 -16 -18 -2 20 21 23 -21 -20 27 26 -7 -25 -19 -30
right_child=3 4 -4 -5 -6 6 -8 -9 -10 -11 15 13 -14 -15 16 -17 17 28 19 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010536455526263472 -0.00079189698930689242 -0.0013958855671723804 -0.0010104193094496135 0.0010991170166340537 0.0014145366686026842 4.5471282402927973e-05 -0.0013923432262479849 -0.0011758785263908176 -0.0014161326529043045 0.00096587352931898449 -0.00083480379571568676 0.00077994132178960823 0.00087544104755585468 -0.0013844949342704334 -0.0011527982159598865 0.00031154365034685705 0.0011404039421605611 -0.0013893865116955345 -0.00073186093752427466 -0.0012588762457341656 -0.0013281869266144985 -0.0011590215096712955 0.00040756009776788884 0.00093005461665658044 3.1125667732022721e-05 0.0007496058313540097 -0.0014086437514793137 -0.00060816770730841231 0.0015177605336306476 -0.00033559406036334397
leaf_weight=0.52726792491739649 0.44553538580657903 0.58590210819966237 0.64613945585733823 0.49307626648806024 0.060205535031855106 0.52481504128081702 0.31445705379883282 0.45083607618289523 0.24030612544447638 0.52282697428017844 0.40244401036761712 0.34039697033585747 0.62953225203090912 0.33452203952765547 0.49363587819243271 1.170681224844881 0.27586880914168155 0.28432661964324957 0.33842134405858804 0.4383243629708885 0.21567964903078962 0.23067539991461661 0.36294377129524946 2.2372392798133678 1.3016192541399503 0.32928509690100327 0.28606918035075068 0.15298599191009987 0.1024363336036912 1.1628677575208834
leaf_count=49 59 578 280 139 3 36 237 136 245 22 77 15 52 295 383 52 32 206 30 40 16 46 36 432 183 16 23 6 3 183
internal_value=0 -0.000234141 -0.000169817 0.00016279 -0.00113401 -0.0001051 -0.000233046 -0.000172061 -9.01784e-05 -2.9906e-05 0.000278191 -0.000139194 0.000236677 -0.00036136 -0.000232668 1.82799e-05 -0.000381296 -0.000172673 8.2125e-05 0.000155906 0.00027403 0.000355131 -0.000504044 0.000441795 0.00054938 -0.00011601 -0.000467521 0.000831601 -0.000406431 -0.00018555
internal_weight=0 9.68482 9.03871 6.2165 0.646108 8.39258 6.29218 5.97773 5.52689 5.28658 2.10039 4.76376 1.7697 2.99405 2.65953 1.57313 2.31914 1.8255 5.72342 5.27789 4.47662 4.26094 0.801268 4.03027 3.69184 1.14017 0.810884 2.39023 1.54963 1.2653
internal_count=3910 2923 2342 987 581 2062 1884 1647 1511 1266 178 1244 127 1117 822 129 807 424 848 789 713 697 76 651 621 75 59 438 392 186
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=156 421 14 1372 11 1338 124 38 106 1213 475 151 132 52 129 3 1 52 484 1 52 50 133 133 3 160 1374 16 43 12
split_gain=0.062895 0.0612876 0.0840297 0.0686315 0.0669176 0.0626597 0.0737994 0.105284 0.099395 0.0668602 0.0716498 0.0654317 0.0637904 0.0762594 0.0759222 0.0637623 0.0614224 0.0883705 0.0604934 0.0649702 0.117339 0.0928114 0.0854391 0.0750345 0.0737983 0.0943304 0.0963426 0.123951 0.089226 0.0679963
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.10553000000000001 1.0000000180025095e-35 -0.080564999999999984 0.098160000000000011 0.095510000000000025 -1.0000000180025095e-35 -0.086004999999999984 -0.52174999999999983 0.079995000000000011 -0.42985499999999993 1.0000000180025095e-35 -0.10315499999999998 1.0000000180025095e-35 -0.40083499999999994 0.11701500000000002 0.099595000000000017 -0.094124999999999986 0.082310000000000008 0.10681500000000001 -0.088019999999999987 0.099570000000000006 0.10150000000000002 -0.094679999999999986 -0.083564999999999987 -0.52334499999999984 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 10 -8 -11 13 -13 18 -14 17 -17 19 20 -15 22 23 -22 25 26 -25 -28 -29 -30
right_child=1 2 -4 4 -6 -7 9 -9 -10 11 -12 12 15 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0032500361630058224 0.0032762518145238477 -0.0032849140952077114 -0.0022844749145209528 0.0026327371136318041 -0.0029538335057186314 -0.0030898838120144061 0.0032637847566666543 -0.0028489681244657423 -0.0026814869841755434 -0.0032576719146718124 -0.0028419820581043307 -0.0032505838941968902 0.002683827800022165 -0.00255925158074127 -0.0031512370498118954 0.0026145809331794764 0.002866409875941933 -0.0032578556145930779 -0.0028990160735313771 0.00067515120703756214 -0.0032520158747654337 -0.0032757542631121845 -0.0032854528978182142 -0.0033330148844825736 0.0019467226189825962 -0.0027725895720552042 0.0016919858735861841 0.0028361154848763536 -0.00022942785607910697 -0.0032743967527681726
leaf_weight=0.064450508329173206 0.058490340838034061 0.065796798618975916 0.17348663560551347 0.33011101830925316 0.077037737646605708 0.064383396322227671 0.023502756841480732 0.053043481206259457 0.041719127635587938 0.060698480392602394 0.14504965364722 0.073717880022741045 0.19743271311745048 0.19640346558662702 0.075266433018441492 0.040560195251600817 0.054165882567758672 0.080467830521229078 0.067958601071950286 1.682939154521591 0.060221970205021846 0.084476351092234725 0.071810857240052317 0.07078526975237931 0.28628909788676526 0.10766644260911551 0.5946156283880546 0.091023603563372135 0.73555559455053177 0.086223404710835894
leaf_count=197 25 49 120 207 25 24 4 33 6 38 570 211 57 161 150 13 67 128 92 509 149 247 203 18 24 57 162 7 265 92
internal_value=0 -2.74985e-05 -6.1445e-05 8.43569e-06 4.81729e-05 9.11907e-05 0.000129749 0.00142656 0.00203648 1.70007e-05 -0.0019906 8.87188e-05 0.00013233 2.03744e-05 7.76327e-05 0.00141974 -4.81204e-06 -0.00128982 0.000136392 0.0001871 -0.000157275 5.82695e-05 0.00019212 0.000314994 0.000423916 0.000165318 0.000365745 0.000539431 -0.000211363 -0.000548915
internal_weight=0 5.7509 5.69241 5.51892 5.45313 5.37609 5.3117 0.424874 0.37183 4.88683 0.168552 4.71828 4.65758 4.28495 4.21124 0.372627 0.175194 0.121028 4.13597 4.06801 2.38507 2.18867 2.10419 2.03238 1.97216 1.68587 1.5782 1.50742 0.912803 0.821779
internal_count=3910 3713 3688 3568 3519 3494 3470 246 213 3224 574 2650 2612 2347 2136 265 208 141 1986 1894 1385 1224 977 774 625 601 544 526 364 357
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 133 0 0 52 52 4 1 133 132 52 2 16 13 48 2 0 43 12 13 2 12 159 39 46 51 48 50 2 48
split_gain=0.268771 0.180764 0.19215 0.296475 0.217026 0.211127 0.427332 0.190016 0.188719 0.183339 0.214948 0.214778 0.202224 0.176126 0.170591 0.165808 0.159825 0.163567 0.150718 0.201661 0.216112 0.211771 0.173243 0.143711 0.232771 0.306083 0.212 0.250282 0.227248 0.331594
threshold=0.10444500000000001 0.10681500000000001 -0.070894999999999986 -0.099864999999999995 0.11401500000000002 0.10062000000000001 -0.49837999999999999 1.0000000180025095e-35 0.084285000000000013 0.080815000000000012 -0.088354999999999989 0.099990000000000009 -0.081054999999999974 -0.26418499999999995 0.11028500000000001 0.14808000000000002 -0.017269999999999997 -0.27619499999999997 0.085325000000000012 -0.084084999999999979 0.08400500000000001 -0.0089849999999999982 -0.52106999999999992 0.005105000000000001 0.092020000000000005 -0.40274499999999996 0.12738500000000003 0.11551000000000002 0.10457000000000001 -0.086624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -4 8 -1 10 -8 -12 -13 -5 -9 16 17 -2 19 -15 -21 -22 -20 26 25 -25 27 28 -19 -30
right_child=15 -3 4 13 -6 -7 9 14 -10 -11 11 12 -14 18 -16 -17 -18 23 22 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012605198893421926 -0.0012775988034380919 -0.0012387119791121683 -0.0014326063740937838 0.001347645306330464 -0.0010873140672754467 0.0012152685375881969 -0.00068160164912599091 0.00026034551195056575 0.00032059846497234281 0.0012750813733916843 0.00086933467905429341 0.00078872699515586712 -0.0015895835152730151 -0.0013438960009822659 -0.0012405147499539504 0.0010604816161491185 0.0007647630622513806 -0.00016096909166209389 0.00090571892555818393 -0.0012643302124018155 -0.0011870623652603966 0.0011239597807089284 -0.0014641739648752689 -0.0014927606558720935 -0.0012252367044564387 0.0013657869612497041 -0.00083303154992534531 -0.0014873263212275825 -0.0012325556768858386 0.0010703668808559501
leaf_weight=0.46504207290126798 0.19795411953236897 0.35292601591209027 0.34014334269159086 0.0795968240126953 0.28665912646101777 0.40546134086616792 0.48810765205416906 2.1246971712826057 0.2444737925688969 0.36038237437605847 0.81337088902364241 0.13405687357590068 0.17489079922961537 0.36424698566406732 0.17390771518694226 0.43689932354027394 0.70554432898643504 1.29065899536363 0.070830250231663894 0.19749530540139104 0.11133439146215096 0.34489995372859994 0.86592658618610741 0.092224351479671896 0.12086219573393464 0.57675883854972188 0.60732193884905417 0.18948711475240987 0.15471390096354432 0.93341416073962891
leaf_count=134 15 491 116 4 57 31 114 268 39 35 51 16 27 312 20 139 166 148 34 63 28 50 1147 8 7 147 54 36 16 137
internal_value=0 -0.000218174 -0.000173407 -0.000347164 0.000118348 0.00024558 7.54462e-05 -5.66455e-05 -0.000715723 0.000335722 0.000125512 0.000476533 -0.0005576 -0.000776749 0.000146794 0.000200697 0.000123547 1.48841e-05 -0.000863254 -0.000475174 8.86227e-06 0.000560003 -0.00128498 7.94046e-05 0.000635537 0.000971715 -5.89186e-05 0.000124137 0.000252501 0.000742929
internal_weight=0 8.39845 8.04552 5.04245 3.00307 2.71641 2.31095 3.00812 0.709516 1.97081 1.61043 1.12232 0.308948 2.03433 2.2986 5.30584 4.86894 4.1634 1.95473 1.01798 0.65373 0.456234 0.936757 3.96544 0.789845 0.668983 3.1756 2.56827 2.37879 1.08813
internal_count=3910 3037 2546 2099 447 390 359 461 173 243 208 94 43 1638 288 873 734 568 1634 453 141 78 1181 553 162 155 391 337 301 153
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=1 12 38 3 50 158 3 15 3 123 49 52 39 47 50 48 52 2 160 15 1444 13 42 0 43 15 48 15 457 41
split_gain=0.52986 0.376599 0.345368 0.304816 0.303765 0.300701 0.297582 0.295186 0.273829 0.257387 0.247127 0.236448 0.235291 0.33187 0.343374 0.287323 0.27457 0.225901 0.310864 0.217204 0.19301 0.191912 0.187839 0.217704 0.2222 0.29117 0.323246 0.210238 0.180318 0.176403
threshold=0.10113500000000002 -0.071274999999999991 0.10657000000000001 0.31335500000000011 0.086465000000000014 0.084965000000000027 -0.115685 0.079360000000000014 -0.048154999999999996 0.11662000000000002 -0.085174999999999987 -0.096614999999999993 0.15608500000000003 0.13177500000000003 0.11515000000000002 0.11930500000000001 -0.42985499999999993 0.11542500000000001 -0.078874999999999987 -0.095799999999999982 -0.10662999999999999 0.098990000000000009 1.0000000180025095e-35 -0.11524 -0.078454999999999983 0.041585000000000004 0.086870000000000017 -0.089964999999999976 0.088175000000000017 0.078385000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 6 7 21 22 -6 -10 -12 13 14 15 16 -3 18 -18 -13 -7 29 -8 -24 25 26 -25 -28 -21 -1
right_child=1 3 -4 -5 9 20 8 -9 10 -11 11 19 -14 -15 -16 -17 17 -19 -20 28 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011163762929432418 0.0012604007941691862 -0.0013782744512767782 -0.0003726400127401261 0.001388943319655033 -0.0013873518994926553 0.0014412972805839511 -0.0013840761572883138 -0.0009350995861007646 -0.00080288348528955973 0.0014114506409659132 -0.0011236533113706472 -0.00042506775356360523 0.0011678816476959719 -0.0009615448122292288 -0.0013944935042664941 -0.00069511569183797889 -0.00088533154406698954 0.0010346749850310172 0.0003924911662792771 0.0002557423677583825 -0.0012218239721304245 -8.9549229321710675e-05 0.0010007504543093294 -0.0013930332076010233 -0.0013801704255430518 0.00058745468404837703 -0.0013818674103777265 0.00079629202689382797 0.0013321032132542932 3.4955228776499481e-05
leaf_weight=0.92171316302847095 1.0221637173963243 0.17536252521676976 0.32065524999052275 0.3111231555812991 0.65796977512945964 0.055280399508774281 0.50107624194060862 0.32523810557904642 0.69559167441911984 0.068363774567842484 0.2746449215919714 0.76958173647290173 0.30417073937132943 0.69075014023110259 0.28787786624161515 0.64215906732715655 0.42299470549915108 0.77942958672065277 2.3653272759984234 1.9483994257898301 0.71096144375042136 0.73871307226363558 0.17863710143137668 0.58063145648338765 0.49233537407417438 0.46195988341060001 0.11559844948351383 0.30096100247465074 0.34533692128024984 0.41109289601445198
leaf_count=44 280 110 29 66 578 2 607 59 44 3 83 83 34 51 57 36 47 121 156 131 278 42 11 238 518 77 58 21 13 33
internal_value=0 0.000213445 0.000870443 6.58952e-05 -0.000267193 -0.000203875 -0.000134044 0.000280824 -0.000283237 -0.00112392 -5.84835e-05 9.66406e-05 -6.72757e-06 -7.33361e-05 5.79522e-05 0.0001533 0.000298852 0.000381287 0.000198643 0.000206047 -0.00102969 0.00047173 -0.000627779 -0.000449872 -0.000582661 -0.000313571 -0.000730981 0.000191836 0.000417795 0.000782821
internal_weight=0 7.32201 1.34282 5.9792 10.5541 9.82775 9.06151 2.39676 6.66475 0.726334 4.03355 3.33796 5.66807 5.3639 4.67315 4.38527 3.74311 3.56775 2.78832 3.06332 0.766242 2.07152 2.6312 2.13012 1.95149 1.45915 0.997191 0.416559 2.29374 1.33281
internal_count=3910 987 309 678 2923 2342 2062 178 1884 581 354 310 612 578 527 470 434 324 203 227 280 119 1530 923 912 394 317 79 144 77
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=1 47 2 15 50 48 46 2 3 3 12 106 474 8 15 2 3 2 43 160 47 4 124 43 11 4 457 12 42 15
split_gain=0.417675 0.284931 0.322048 0.271095 0.298549 0.308145 0.334661 0.335486 0.243024 0.242512 0.240038 0.36805 0.364979 0.219924 0.212889 0.222076 0.192059 0.268718 0.172878 0.178344 0.186417 0.188025 0.170275 0.161732 0.161387 0.15451 0.153484 0.147525 0.141823 0.176941
threshold=0.094385000000000011 0.09252500000000001 0.14808000000000002 0.035895000000000003 0.11843500000000001 0.12862000000000004 0.092020000000000005 0.114165 -0.115685 0.16699000000000003 0.085845000000000019 0.092305000000000012 -1.0000000180025095e-35 0.089365000000000014 -0.016339999999999997 0.11635500000000001 0.086245000000000016 0.086245000000000002 -0.024279999999999996 -1.0000000180025095e-35 0.13206500000000002 0.074650000000000008 -1.0000000180025095e-35 0.093240000000000017 0.077165000000000025 -0.064054999999999987 0.51632000000000011 0.090840000000000018 -0.089024999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 10 14 18 11 12 -2 -12 -1 23 22 -18 19 -3 21 -21 28 24 -16 -14 -27 -19 -10 -30
right_child=1 9 -4 -5 -6 -7 -8 -9 16 -11 13 -13 25 -15 15 -17 17 27 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00059839002829668246 -0.0012161085243185413 -0.0010112277654245965 0.0011621029143557675 -0.00059511238212955225 -0.0010660278961899276 -0.0008371223150034563 -0.0011925141493573628 0.0011055085700916942 -0.0010365829405030152 0.00065062471820833594 -0.000578488905419771 -0.001008371358529322 -6.9697361042212356e-05 0.0011663810376623112 -8.3756674665300124e-05 0.00076164070817707943 0.00065293965944088748 -0.00072098052912614012 -0.00081909699760348892 -0.00039844052569229033 -0.00064505864013499493 0.00095220958905178313 -0.00082562962282052555 -0.0012974898224922006 -0.0010689580043875312 0.0011162316408103805 -0.00028176148857793565 -7.4956765229393217e-05 -0.00046684740562693568 0.001060115803842733
leaf_weight=0.38795808365102891 0.13130567147163841 0.29500684689264789 0.29595064965542395 1.0486364486860109 0.28843422629870463 0.37673361925408233 0.19750183797441412 0.62842810829170037 0.17261324339779094 0.24234872055239964 0.71417012679739844 0.21126281085889775 0.22761416388675604 0.11063437338452786 0.91222339306841582 0.20968297426588822 0.30897307186387513 1.3593643611529844 1.4630847118387462 0.22509798989631258 0.34984934167005122 0.34800495830131695 4.3392209585726977 0.27729043483850535 0.29079223732696846 1.0032241184962889 0.11621098802424956 0.71551916399039317 0.22749388610827737 0.18047857750207175
leaf_count=55 17 40 117 182 27 12 11 166 22 27 123 18 29 15 79 7 31 93 107 36 22 25 2268 14 74 214 7 24 36 12
internal_value=0 -0.000163462 -5.4881e-06 -7.38574e-05 6.2606e-05 0.000150184 0.000261535 0.00035291 -0.000518412 -0.000452569 0.000164814 0.000413413 0.000616591 -0.000344442 -0.000170927 -0.000347534 -0.000617274 -0.000349001 -0.000552291 -0.000231787 1.73488e-05 0.000421714 -0.000747264 -0.000504646 -0.000321899 0.000795236 0.000971103 -0.000498201 -0.000161569 0.00020865
internal_weight=0 8.2735 5.35011 5.05416 4.00552 3.71709 3.34035 3.14285 9.38161 2.92339 2.51442 1.68962 1.47835 0.824805 2.07795 1.68999 7.30366 2.38386 2.68104 1.21796 0.922952 0.573103 4.91981 1.48031 1.20302 1.34705 1.11944 2.07488 0.580586 0.407972
internal_count=3910 1195 938 821 639 612 600 589 2715 257 423 285 267 138 229 174 2486 148 230 123 83 61 2338 167 153 250 221 117 70 48
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=1 0 2 12 16 157 16 51 3 2 13 0 38 131 4 13 150 457 12 124 4 43 3 1 39 0 15 15 457 457
split_gain=0.345031 0.331703 0.295899 0.233553 0.280088 0.367599 0.254213 0.234966 0.232773 0.223301 0.281137 0.266301 0.22263 0.213931 0.279898 0.200935 0.240853 0.187414 0.182839 0.249948 0.222585 0.318744 0.177199 0.170562 0.194012 0.160582 0.216385 0.215838 0.157985 0.289142
threshold=0.085835000000000009 -0.070894999999999986 0.14808000000000002 -1.0000000180025095e-35 -0.072804999999999981 -0.062769999999999979 0.67964000000000013 -0.40274499999999996 -0.15464999999999998 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.083695000000000006 0.064640000000000017 -0.045299999999999993 -0.23438999999999996 -1.0000000180025095e-35 -0.0015249999999999997 0.098845000000000016 0.11158000000000001 -0.49837999999999999 -0.46376499999999993 -0.084129999999999996 0.099595000000000017 -0.06920999999999998 -0.10575999999999998 -0.095799999999999982 -0.03231499999999999 0.084715000000000013 0.085230000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 8 13 -7 -2 -5 22 11 -11 23 14 -6 -10 -17 -18 20 -20 21 -3 -1 -9 -25 26 -19 -27 -12 -30
right_child=2 18 -4 4 5 6 -8 12 15 10 28 -13 -14 -15 -16 16 17 25 19 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00090951904135469703 -0.0013773023804922895 0.00069963433929193393 0.0010857941786117926 0.0011248358449772061 -0.00051702472340373518 -0.00085000965720725876 0.0011029014968720189 0.00020176045997183874 0.0013281540008996285 -0.0012701260911313283 -0.001354434362019714 0.0005697736990896297 -0.00041801910178862245 -0.0013508954051263146 0.0012127860012991984 -0.0011709200180260511 -0.00094826683370092277 -8.0639355947640447e-05 -0.001155177615444084 0.0014170158932977218 0.00034975804332930638 -0.0013811225162017654 0.00052110733663519101 -0.00085898954962812155 0.0012341913200603341 0.00019665737549140258 0.00085669052277528932 -0.0013698079237169265 0.0011253261886952351 -0.0013546736678532558
leaf_weight=0.24282163714815397 0.12927581067197058 0.21206308901309967 0.4916357086622164 0.38374787446809966 0.26477373205125332 1.9555290569114725 0.12869642616715271 0.73128558881580774 0.19900104947737496 0.22133427235530689 1.3420852451308749 0.40013827844813898 0.39763268415117625 0.11960049776826054 0.47070970459026229 0.32097304658964398 0.29774663667194712 0.87892957520671189 0.43722220661584277 0.081138083711266518 1.8882157242333069 0.35939385319943595 0.44295029163185917 0.087783819064498281 0.93063934415113125 0.44114588102093111 0.90614270858350365 0.24944739020428908 0.14394821185851481 0.20855160109931603
leaf_count=164 10 8 140 57 61 478 11 65 44 43 1374 48 37 59 49 35 27 57 174 2 170 58 68 7 254 63 64 192 8 83
internal_value=0 -0.000344345 6.93307e-05 1.31375e-05 -0.000114808 -0.000424546 -0.000729422 0.000384982 0.000132779 -0.000660083 -0.000859837 -8.54972e-05 0.000491076 0.000318574 0.000590055 1.71842e-05 -6.71248e-05 6.06199e-05 -2.60833e-05 -0.000752556 0.000127016 -0.00060897 1.45438e-05 0.000697674 0.00105377 0.000181958 0.00039517 -0.000369161 -0.00114382 -0.000341931
internal_weight=0 5.97986 9.3847 8.89306 6.61644 2.93931 2.08423 2.27662 3.67713 3.00183 2.31606 0.621473 2.14734 0.855084 0.735483 3.29339 3.09439 2.77341 2.97803 0.51836 2.45967 0.571457 0.685772 1.74971 1.01842 2.47567 1.78507 0.690593 1.69459 0.3525
internal_count=3910 2200 1710 1570 1197 658 489 373 539 1788 1556 91 363 169 110 482 438 403 412 176 236 66 232 326 261 376 121 255 1465 91
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=160 158 1425 4 482 403 1211 146 1 47 47 44 14 124 456 106 43 42 14 1373 48 11 52 49 3 1 1 484 1374 0
split_gain=0.0680367 0.0662162 0.0641937 0.071986 0.0739799 0.0649622 0.0630575 0.0616616 0.0651299 0.0861411 0.079801 0.0776892 0.0780529 0.0749357 0.081702 0.0774359 0.0695066 0.0616146 0.0653055 0.0608714 0.0828677 0.105564 0.078969 0.0728323 0.127233 0.091391 0.108892 0.0874034 0.0865865 0.136505
threshold=-0.40446999999999994 0.11034000000000001 1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 0.090530000000000013 0.082530000000000006 0.10949000000000002 0.11477000000000001 0.11669500000000001 0.13283000000000003 0.081710000000000019 0.088250000000000009 -0.082254999999999981 0.08542000000000001 0.094780000000000017 -0.14624499999999999 -0.14127499999999996 -0.24529999999999999 0.099250000000000019 -0.064549999999999982 0.088160000000000002 -0.010284999999999997 -0.10837499999999999 -0.10942499999999998 0.094695000000000015 0.11215000000000001 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 12 13 15 19 16 -2 -10 -19 20 22 23 -15 24 -22 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0019252885311440348 -0.0017160328285521823 -0.0023572481708797098 -0.0029627438385042369 0.0019419710086906543 -0.0026641986822166573 -0.002019192684475216 -0.0027308307442322683 -0.0024043462430096076 -0.0016957208229358928 -0.0028999906906111545 -0.00049206603307874307 -0.002836001599042006 -0.0028975954271641688 -0.0016518025868807523 -0.0021202930713711998 -0.0020070328633633853 0.0026428307827498173 -0.00088524623891452468 0.0018642467788592102 -0.0029065088657822917 0.0019507760929200161 -0.0029129224510096915 0.0025004418706131033 -0.0029033193936617795 -0.002782380164022553 0.0017617040413839729 -0.0011486844666979952 -0.0029450619137550977 0.002912646200637063 5.7181396639385734e-06
leaf_weight=0.15977017415025319 0.034719799179583788 0.098866905285831197 0.059221077190159011 0.16134117738329212 0.085384661818352359 0.12460759773603047 0.065160833652953332 0.079109962214715668 0.052521806908771396 0.083278798141691257 0.28250392829068005 0.07550975202320831 0.070216464089753461 0.046238048664235976 0.13860314853445732 0.044569478835910559 0.23636996497225515 0.081123295058205258 0.60174891218775861 0.053752737818285712 0.066046565290889703 0.096342025808553333 0.21024767866765781 0.083413552574714944 0.16294865945019621 0.54461332951905195 0.13220764210564084 0.074645159351352297 0.14372211019508707 1.9125888589633082
leaf_count=305 17 151 93 208 144 285 172 8 7 53 39 26 43 51 141 3 122 21 227 19 12 45 67 245 55 146 24 25 9 1147
internal_value=0 -2.28419e-05 1.69315e-05 4.76547e-05 -7.09638e-06 3.41777e-05 8.18054e-05 0.000116339 0.000154483 -3.39556e-06 0.000807469 5.50583e-05 0.000108944 0.000161972 4.61519e-05 0.00150686 0.00208457 0.00130669 0.00153761 0.000131294 0.000178311 5.28334e-05 0.00175189 0.000144407 -0.00141725 0.000268097 0.0011932 -1.466e-05 9.84129e-05 0.000208893
internal_weight=0 5.90162 5.80276 5.74354 5.58219 5.49681 5.3722 5.30704 5.22793 4.21003 1.0179 4.12675 4.05125 3.98103 3.66537 0.315659 0.27109 0.735394 0.682872 3.52677 3.47301 3.21653 0.256486 3.12019 0.228995 2.89119 0.676821 2.21437 2.13096 2.05631
internal_count=3910 3605 3454 3361 3153 3009 2724 2552 2544 2250 294 2197 2171 2128 1986 142 139 255 248 1845 1826 1708 118 1663 67 1596 170 1426 1181 1156
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=2 50 14 30 147 2 48 403 123 160 133 12 1446 475 1374 156 12 13 2 2 48 2 12 2 13 0 150 160 52 42
split_gain=0.0626281 0.0607261 0.0620738 0.061287 0.0644478 0.0687712 0.0741922 0.0757186 0.0742904 0.0776917 0.0745435 0.0725596 0.0700375 0.0677754 0.0674344 0.0689648 0.075589 0.0799716 0.0707303 0.130073 0.13977 0.0888714 0.0749488 0.089147 0.0656847 0.0637478 0.0891016 0.0862369 0.0816221 0.0601415
threshold=0.16971500000000003 0.14262000000000002 0.08604500000000001 0.085915000000000019 -1.0000000180025095e-35 0.091985000000000011 0.10174000000000001 -1.0000000180025095e-35 0.085110000000000005 0.11161500000000001 0.088685000000000014 0.099170000000000022 0.092380000000000018 -0.086004999999999984 0.090240000000000015 0.11896500000000002 -0.12394999999999999 -0.089899999999999994 0.11635500000000001 0.11260500000000001 0.099240000000000009 0.106285 -0.083349999999999994 0.097775000000000015 -0.15078499999999997 -0.066689999999999985 0.11228 -0.092169999999999988 -0.092854999999999979 0.094260000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 9 10 24 12 14 -6 15 16 -7 29 19 20 21 22 -19 -24 -9 27 -27 -26 -29 -18
right_child=-2 -3 -4 -5 5 11 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0034725467604726488 0.0027974951228694821 -0.0028461867751859329 -0.0028894150666070664 0.0034413955597646846 0.0032720040141754319 -0.0016158010570893591 -0.0026838554655036705 0.00288405733814074 -0.0027055692473393288 -0.0029317451107669923 -0.0029857912276501026 -0.0010915380147640402 -0.0034568345497060131 -0.0028659339042909258 -0.0025479760473175869 -0.0020532566792511738 0.0026451827325885925 0.0026342909445474837 0.0019213375131915311 -0.0027209156949184934 0.0027597824080429607 0.0025169180523322843 0.00033848808565216403 -0.0025165171640661853 -0.0034491257681659383 0.0017565058264200799 -0.0018523392603323869 -0.0032887528450967901 0.00024139444248638987 -0.00070619758054151199
leaf_weight=0.064985487100784556 0.087772264454542781 0.095264743624284054 0.091343729403888463 0.059226197601674246 0.023800167720764875 0.13444641983369576 0.16117802264307091 0.11191902674181764 0.12174600319849549 0.098299090284854063 0.083494491467717924 0.35973532710977441 0.050103867437428451 0.19653041144465611 0.075445938316988648 0.098886701820447231 0.46117526536181874 0.070520563756874655 0.38143604465221881 0.15425058895561961 0.27328666456924111 0.12360192244705104 0.24905935963760872 0.26787670809062547 0.092003245259549504 0.4698869577841821 0.097483313060365617 0.08295593316324934 1.1318811086994149 0.073220366746681975
leaf_count=30 96 48 70 96 5 52 72 46 31 93 149 322 44 703 30 71 139 33 156 40 56 78 202 117 171 137 9 130 642 42
internal_value=0 -0.000126299 -8.05184e-05 -3.44417e-05 -7.18083e-05 -3.12151e-05 -0.000424599 -0.000279522 -9.4438e-05 5.21976e-05 0.000193923 0.000347718 0.000562258 -0.00220291 0.000647469 0.000752849 0.00087962 0.00104293 0.00064106 0.000212159 0.000671783 -0.000130714 -0.00068778 -0.00114098 0.000327595 0.000174935 0.00113645 -0.000242511 3.36052e-07 0.00218599
internal_weight=0 5.75504 5.65978 5.56844 5.50921 5.44422 2.67118 2.51 2.28967 2.16792 2.06962 2.77305 2.41331 0.220331 2.36321 2.28776 2.18887 2.05443 1.52003 1.1386 0.984345 0.711059 0.587457 0.516936 1.98613 1.87421 0.56737 1.30684 1.21484 0.534396
internal_count=3910 3814 3766 3696 3600 3570 2188 2116 1408 1377 1284 1382 1060 708 1016 986 915 863 682 526 486 430 352 319 1135 1089 146 943 772 181
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=39 3 3 47 0 13 48 15 2 13 38 42 52 1 0 41 48 16 11 1 1 131 45 43 43 12 3 16 3 367
split_gain=0.333532 0.39036 0.276034 0.254454 0.318099 0.34359 0.245612 0.244373 0.273126 0.241877 0.22346 0.241147 0.201239 0.319604 0.253421 0.194089 0.190875 0.256005 0.224005 0.19265 0.189996 0.234292 0.184999 0.178944 0.225366 0.206279 0.241653 0.175446 0.163989 0.159734
threshold=0.005105000000000001 0.31335500000000011 -0.10628499999999998 0.09252500000000001 -0.10131499999999999 -0.15610499999999997 0.11280000000000003 0.079360000000000014 0.12330500000000001 0.11202500000000001 1.0000000180025095e-35 -0.089024999999999979 -0.066329999999999986 0.077800000000000022 -0.14867499999999997 0.081670000000000006 0.11930500000000001 -0.25582999999999995 0.080455000000000013 0.076710000000000014 0.14000500000000002 0.092200000000000018 -1.0000000180025095e-35 -0.078454999999999983 -0.079109999999999986 0.085250000000000006 -0.084129999999999996 -0.50763499999999995 -0.075954999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 10 16 -9 22 11 -2 14 27 -4 -13 17 -1 19 -19 21 -5 -7 24 25 26 -24 -14 -23 -25
right_child=6 -3 3 20 5 9 -8 8 -10 -11 -12 15 13 -15 -16 -17 -18 18 -20 -21 -22 28 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00080831450298460826 -0.0003496702807269881 0.0010290791368932847 -0.00059313295244696007 -0.0011117319359184434 0.00039174931448365282 0.0011847480990937452 0.0011423901803844061 -0.00090947902214349725 0.0012285915589060482 0.00044946499813389412 -0.00055050680376152942 0.00073074074557996768 0.00037951280759533792 0.00050629534608987988 0.00055033191057037218 -0.0010928340833849159 -0.00089521821951136203 -2.6009453372485341e-05 -0.00080880273172133236 0.00093186003141138484 0.00056191138403791758 -0.0011806449300560181 -0.001176338505832151 0.0011944298803372069 0.00079377873698409211 -0.0011770943134668704 0.00051894993252240879 -0.0011973787623883268 0.0003443339057790679 -0.0011489556476673882
leaf_weight=0.9321613356587487 0.49860539106885005 0.37052478390978727 1.0357092424819709 1.1266146392154039 0.54703210084698861 0.06738986889831311 0.4035440387087873 0.52772594818088681 0.097126717679202557 0.2624627904879161 0.48994189107906994 1.2063759450102236 0.15056257352989633 1.6662420118518637 0.358110620742082 0.085833021439611801 0.19239971647039045 0.98480390406620866 0.33815271772618882 0.40758416336029768 0.14844046370126296 0.13893835189810488 0.18487520005146507 0.0412086498690728 0.17096808497444582 0.51791432000027271 0.30736317916307576 0.27164015913149064 0.31931753136450414 1.2927909489299199
leaf_count=79 44 123 67 205 31 7 59 140 4 44 68 267 29 138 38 21 23 64 119 56 10 56 158 4 27 461 49 86 34 1399
internal_value=0 -0.00015558 -0.000191894 -0.000304479 -0.000203318 -0.000458703 0.000299776 8.65849e-05 -0.000577139 -0.000622229 0.000150688 0.000342525 4.54478e-05 0.000275561 -0.000299345 0.000609613 0.000231844 0.000313282 4.66319e-05 0.000254381 -0.000705683 -0.000824407 -0.000731146 -0.00078248 -0.000450329 -0.000660894 -0.000117768 -0.00063504 -0.000118024 -0.00107657
internal_weight=0 12.4581 12.0875 8.60758 6.87427 3.39201 2.6843 3.47995 0.624853 2.84497 2.28076 1.79081 3.48226 2.08844 1.39382 1.29221 2.8551 2.6627 1.73054 1.39239 1.73331 1.58487 2.58251 2.51512 1.18112 1.01015 0.492238 0.422203 0.458256 1.334
internal_count=3910 3451 3328 2843 2538 2180 459 485 144 2149 400 332 358 253 105 288 341 318 239 120 305 295 2105 2098 695 668 207 115 90 1403
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 39 51 3 16 150 150 457 42 2 13 9 45 4 129 49 16 150 12 42 3 48 106 46 122 4 52 42 13
split_gain=0.396319 0.298942 0.273088 0.316383 0.291145 0.253767 0.279281 0.275365 0.213013 0.197915 0.196922 0.212697 0.181785 0.175493 0.195169 0.236831 0.1752 0.159996 0.21981 0.157806 0.248177 0.149809 0.148582 0.147865 0.175759 0.214939 0.145946 0.240778 0.168359 0.14369
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 -0.40274499999999996 0.31335500000000011 -0.072804999999999981 -0.081029999999999977 -1.0000000180025095e-35 -0.0015249999999999997 -0.13165499999999997 0.084065000000000015 -0.26418499999999995 -0.016839999999999997 -1.0000000180025095e-35 0.08734500000000002 0.080675000000000011 -0.029304999999999998 0.67964000000000013 0.15510000000000004 0.092365000000000017 -0.09602999999999999 -0.084129999999999996 0.087500000000000008 0.092305000000000012 0.092020000000000005 0.089350000000000013 -0.49837999999999999 0.10433000000000002 0.09901500000000002 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 10 4 -4 5 7 -7 -2 -9 -10 21 -12 -8 -14 15 17 22 18 -15 -18 -21 -1 -11 24 25 -5 27 -3 29 -28
right_child=2 26 3 23 -6 6 12 8 9 16 11 -13 13 14 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00089559428193724882 -0.00098021585447054856 -0.0013052823685495321 -0.001309564999251872 0.0010287908890002191 0.0011575002392090088 0.00086485823676966651 0.0013527700063330338 -0.00085443206831910376 -0.0011507643380767216 0.0011653045439155136 0.00026229433262163314 -0.0010318683661797549 0.001295507564518515 -0.0010821822240625755 9.694871860162831e-05 0.00087148188586310619 0.00044192318091175855 0.00076770095795560672 0.0013211598951543403 0.0013504804282298941 -0.00080183342891201653 0.00039914454297424606 0.00024794813503810494 -0.00049183507285556873 -0.00072692926140753827 -0.00051813633010379303 2.1735724765810143e-05 0.00024302447823641032 -0.0012929697650686971 0.00087912604791262454
leaf_weight=0.22529515009227907 0.33111802663188461 0.34463771420996669 0.14723158662673075 1.3905461778194874 0.31218129160697561 0.26648012042278457 0.083105394383893194 0.26415176753653291 0.13771834578074171 0.69845884275855652 0.23519415297778246 1.7194609973230404 0.080040408472997426 1.7369979332725032 0.4914448681520297 0.12925720104249183 1.0112223026881078 0.087842663284391054 0.064293459523469099 0.10749355088046286 0.46415557403088303 0.41154249293322154 0.48904895328450948 0.17216337152058248 0.12168233236297954 0.16354258987121273 1.2576593013072868 0.31155703926924616 0.12561446483596217 0.42641754873329762
leaf_count=164 41 56 10 319 122 25 4 28 15 66 14 1542 9 571 52 26 228 5 3 11 101 68 31 21 10 12 195 19 112 30
internal_value=0 -0.000372607 7.6234e-05 0.000491139 -4.63128e-05 -0.000104642 -0.000381191 0.000127393 0.000243004 0.000342688 -0.000675316 -0.000876148 -0.000505414 -0.000565041 -0.000624375 -0.000800006 0.000416929 -0.000914371 -0.0009964 0.000138909 -0.00039711 -5.88974e-05 0.000787511 0.000634608 0.000750335 0.000866002 -5.44787e-05 -0.000570156 0.000132506 0.000238832
internal_weight=0 5.05738 8.75018 1.99517 6.75501 6.44283 2.93946 3.50337 3.17225 2.9081 2.59149 1.95466 2.67298 2.58988 2.50984 2.01839 2.77038 1.88913 1.80129 1.58287 0.571649 0.636838 1.18751 1.84793 1.67577 1.55409 2.46589 0.656195 1.80969 1.68408
internal_count=3910 2200 1710 372 1338 1216 695 521 480 452 1788 1556 670 666 657 605 437 579 574 340 112 232 97 362 341 331 412 75 337 225
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=156 51 131 39 3 47 50 48 1 133 50 51 2 456 158 0 1444 49 0 3 15 49 16 16 0 132 4 9 3 12
split_gain=0.0641726 0.0614088 0.0989864 0.0890499 0.0750223 0.078588 0.0839914 0.0792487 0.125208 0.101643 0.0937043 0.0886558 0.138887 0.094037 0.0803705 0.0747626 0.071633 0.0680345 0.153302 0.0991159 0.0863044 0.0860307 0.0766936 0.084364 0.106699 0.0924018 0.101953 0.115637 0.0983608 0.0874646
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10350000000000001 0.13419 0.31335500000000011 0.11896000000000002 0.13100000000000003 0.12862000000000004 0.10113500000000002 0.10681500000000001 0.086465000000000014 0.13474500000000003 0.11500500000000001 0.088355000000000003 0.084965000000000027 -0.18087499999999998 -0.10662999999999999 -0.085174999999999987 0.076335000000000014 0.10223 -0.091274999999999981 -0.080034999999999981 -0.15168999999999996 -0.094359999999999986 -0.230625 0.080815000000000012 -0.060264999999999992 -0.016839999999999997 -0.013944999999999997 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 14 12 13 -10 17 -6 -16 18 20 21 -3 -19 -23 -24 -25 26 28 -28 29 -26
right_child=1 3 -4 -5 15 6 -8 -9 11 -11 -12 -13 -14 -15 16 -17 -18 19 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0036477953014177485 -0.0036612233501940941 -3.4997600406129596e-05 0.001945483824477519 0.0027144559933056879 -0.0019531083350451696 -0.0031819372862681591 0.00095775085191523817 -0.0023992590337861934 0.0009457357787807536 -0.0036747979130178012 -0.0031128358276389292 -0.0023946006760184944 0.0035393991129161395 -0.0029129456624857699 0.0037223986438216102 0.0036540626679004125 -0.0029900426477858992 0.0024184392842879314 0.0037192126968568573 0.0024793299328015588 -0.0035763651657013157 0.0014665006778174108 -0.002981791863729205 0.0031609268870884753 0.0011242508072765375 0.0018747986440393568 0.0037675066592595427 -0.0028294595651881509 -0.0027228395817202565 -0.0036714240268221131
leaf_weight=0.06633131901071454 0.14260665976144071 0.15433037241746206 0.059021086173743242 0.158607885648962 0.041487014001177158 0.21311972269177193 0.093469477782491595 0.17887089137366263 0.99285991762735626 0.11568193476341537 0.14002876262202324 0.097388539528765139 0.26985791182960372 0.091436104485183023 0.023748832905766903 0.13126008715335036 0.18727031393791538 0.19024475602782542 0.070541106862947345 0.25599856756889483 0.22311728691784205 0.32516257799216042 0.15991431659131272 0.11557218778762113 0.5148455392554756 0.18900970420145302 0.038614414166659117 0.40126415304984708 0.14293469119002111 0.055889074317747145
leaf_count=197 126 32 15 51 17 79 18 35 372 451 376 33 184 19 2 124 218 39 5 37 90 95 143 24 435 101 2 444 50 96
internal_value=0 -4.60407e-05 -0.00202001 2.53825e-05 -5.33975e-05 -0.00013121 -0.00191988 -2.00788e-05 6.94065e-05 -0.000322165 -0.000200527 0.000960746 0.00120206 0.000620342 -6.67523e-05 0.00230744 -0.0022346 9.44697e-05 -0.0012076 0.00033859 -0.00212837 8.17173e-05 -0.000147054 -0.000471314 -0.000195988 -0.000484963 -0.000871612 -0.00225035 -2.18101e-05 0.000654635
internal_weight=0 5.77415 0.201628 5.57253 5.41392 5.24117 0.306589 4.93458 4.75571 3.30417 3.18849 1.45154 1.35415 1.0843 3.04846 0.172747 0.211019 2.83744 0.447989 2.38945 0.377448 2.13345 1.94321 1.61804 1.45813 1.34256 1.15355 0.439879 0.713669 0.570735
internal_count=3910 3713 141 3572 3521 3380 97 3283 3248 2640 2189 608 575 391 1813 141 220 1593 127 1466 122 1429 1390 1295 1152 1128 1027 446 581 531
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=1 0 2 39 3 3 0 47 48 4 12 51 48 46 106 122 13 3 4 14 9 16 45 14 43 4 42 13 159 39
split_gain=0.411112 0.396702 0.297822 0.291539 0.296588 0.270272 0.287994 0.379299 0.309668 0.253591 0.229824 0.227555 0.223202 0.217792 0.243181 0.266822 0.211866 0.199733 0.180547 0.179233 0.190402 0.215912 0.218301 0.176477 0.15946 0.243433 0.241706 0.187724 0.157441 0.173309
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 0.005105000000000001 0.16699000000000003 -0.10315499999999998 -0.10783 0.10813000000000002 0.086870000000000017 0.0057500000000000008 0.089995000000000006 -0.40274499999999996 -0.033554999999999995 0.092020000000000005 0.092305000000000012 0.089350000000000013 -0.26418499999999995 -0.084129999999999996 0.22584000000000001 -0.074139999999999984 -0.016839999999999997 0.51388000000000011 -1.0000000180025095e-35 -0.13131999999999996 -0.18906999999999999 -0.51381999999999983 0.091955000000000023 0.11596500000000001 -0.52106999999999992 -0.021284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 10 7 8 23 -10 -2 -5 -12 14 15 -13 -4 -1 -14 -8 -21 22 -22 -7 -3 -26 27 -27 -24 -30
right_child=3 24 16 11 -6 6 19 -9 9 -11 12 13 18 -15 -16 -17 -18 -19 -20 20 21 -23 28 -25 25 26 -28 -29 29 -31
leaf_value=-0.00096046671947165639 0.001185585114150622 0.00058651891938115656 0.00018429709684570673 -0.0014571596764271853 0.00096155005834336566 -0.00036399821955684897 0.0010669061381285748 -0.0014600059525288918 -0.0014582582233319784 5.1449611105485214e-05 0.0014180046911041306 0.0011912754123114102 -0.0014412453144443838 -0.00089311586355419288 -0.00074013700864641906 -0.00069582731320958022 -0.001166425455983785 0.00059035289114975137 6.5217796055795673e-05 0.001510437639420606 0.0014476884158664946 0.00016668854001553594 0.00091108604364715986 0.00084868472261053081 -0.0014623742912505161 -2.5899174541051755e-05 -0.0014434262031233383 0.0013671485471900547 0.0014598201291957512 -0.00144097787686999
leaf_weight=0.26350221666507423 0.49483056549797755 0.69286992654087987 0.26855431217700187 0.10784990258980576 0.55088407205766987 0.30896790296537835 0.10890795872546721 0.32609726022928942 0.32722939620725788 0.74098040023818612 0.19346184836467717 1.4551826141541822 0.20797498847241502 0.16585282701998938 0.18382793536875386 0.17079821508377779 2.0105542246674313 0.47455651109339614 0.73907422588672489 0.069059605710208305 0.06410684180445958 0.31643481011269603 0.065869835379998576 1.1792002565925939 0.27269519478431958 1.4653757242049334 0.21577515160606719 0.22806728212162841 0.04338780790567387 1.3313195077789703
leaf_count=164 85 44 14 10 150 20 13 36 26 28 17 319 110 11 20 12 1542 68 56 3 6 50 10 105 38 178 142 10 3 620
internal_value=0 -0.000390126 -0.000751896 9.36086e-05 -4.48088e-05 -0.000129878 -0.000298235 -9.31847e-06 0.000175734 -0.000411026 0.000372675 0.000563155 1.99802e-05 0.000673442 0.000817003 0.000993048 -0.00100727 3.66782e-05 -0.000265606 -0.000714823 -0.000817482 -0.000905761 -0.0011313 0.000596912 -1.04379e-05 -0.000200002 -1.96969e-05 0.000161712 -0.00124606 -0.00134942
internal_weight=0 5.89195 3.01717 9.1513 7.06779 6.5169 4.88156 2.88248 2.55638 1.06821 1.63534 2.08351 1.14051 1.97566 1.80981 1.62598 2.27911 0.738059 0.947049 1.99909 1.89018 1.82112 1.50468 1.48817 2.87478 2.18191 1.90922 1.69344 1.44058 1.37471
internal_count=3910 2200 1788 1710 1338 1188 920 215 179 54 268 372 183 362 351 331 1556 232 166 705 692 689 639 125 412 368 330 188 633 623
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=39 3 48 38 48 51 51 2 457 158 133 47 474 483 3 129 401 4 15 15 48 1374 0 13 43 1 160 1 4 448
split_gain=0.0622464 0.0892459 0.0805035 0.0758524 0.0732713 0.0883467 0.0881431 0.0823495 0.0998341 0.0912436 0.0930745 0.0731213 0.0753804 0.0732549 0.0721845 0.0714627 0.0720555 0.0796729 0.125664 0.0878245 0.0972151 0.0805506 0.0808773 0.100277 0.0776976 0.0989474 0.110394 0.070689 0.127594 0.0703226
threshold=0.005105000000000001 0.31335500000000011 0.11280000000000003 1.0000000180025095e-35 0.12649500000000002 0.13741000000000003 0.13474500000000003 0.11542500000000001 -0.0015249999999999997 0.084965000000000027 0.10681500000000001 0.13206500000000002 -1.0000000180025095e-35 0.080590000000000009 0.090325000000000003 0.092070000000000013 0.087020000000000014 0.074650000000000008 0.091600000000000015 -0.11739999999999999 0.093225000000000016 -0.094679999999999986 -0.11991499999999998 -0.083514999999999992 -0.50992999999999988 0.095575000000000007 -0.081299999999999983 0.10593500000000002 -0.068329999999999988 -0.079254999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 29 10 11 12 -10 15 -11 16 17 18 19 -14 21 -21 -23 -24 -25 26 -26 28 -9 -1
right_child=2 -3 -4 -5 5 -7 -8 27 9 14 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0025544818400449944 0.00091484278387348903 0.0029463556760878093 0.0033756161962158497 -0.0015785867055126551 -0.0035521496204523792 9.5196806296360964e-05 -0.0033286181660794906 0.0035455548847544566 -0.0034637585195583481 -0.003065389529893916 -0.0035182196863487464 -0.0035607494594386327 -0.0035115119195486262 -0.0035026236117462663 0.0027008630430543209 -0.0035196976823177006 -0.0029649295381570296 0.0014651403738137625 -0.0035134342109866845 -0.0031450200228021817 0.0027259035347467777 0.0017934562836048528 0.0011773612415811568 0.0021586287313621168 0.00093886616870467567 0.0011432560732438483 -0.0028384043303866097 0.0028520026631873516 -0.0026250813300743563 -0.0030487426271094929
leaf_weight=0.031002969844848849 0.64684418990873371 0.10419433227798425 0.12195874957978958 0.19269882909793523 0.17964654537900049 0.14690070709548309 0.10667937076686929 0.067186231544837938 0.06706099566327095 0.19300961068438471 0.087816065350125316 0.064334781003708374 0.069014245884321368 0.061265805666152917 0.030608788467361592 0.056995588919562468 0.074482796035226673 0.77919985418884596 0.10748032707851951 0.082349656040610397 0.21161979746466375 0.38449613226112234 0.50885369510070033 0.094335890884398754 0.12287087450022649 0.16465133416932076 0.40289378888881222 0.20097144052851945 0.10374785770727601 0.2255948882466331
leaf_count=16 332 123 59 68 64 24 115 7 119 267 423 13 71 149 6 101 201 133 190 39 27 59 243 7 72 65 440 109 134 234
internal_value=0 -0.000246393 0.000727253 0.00034253 -0.00031832 -0.00191135 -0.000197301 -0.000117611 -0.000270173 -0.000118838 2.56063e-05 0.000121306 0.000195621 0.000274262 -0.00227611 0.0003499 0.000423361 0.00050956 0.000163009 0.000356604 0.000491972 0.000223436 0.000388737 -2.87852e-05 -0.000810882 -0.00121663 -0.00195566 0.00144939 -0.000199692 -0.00237174
internal_weight=0 4.72926 0.961502 0.839543 4.62507 0.326547 4.29852 4.19184 3.81994 3.56334 3.33972 3.25191 3.18757 3.12051 0.223618 3.05924 3.00225 2.92777 2.14857 2.04109 1.97207 1.76045 1.6781 1.29361 0.784752 0.690416 0.525765 0.371906 0.170934 0.256598
internal_count=3910 3451 459 400 3328 88 3240 3125 2875 2625 2352 1929 1916 1797 273 1648 1547 1346 1213 1023 952 925 886 827 584 577 512 250 141 250
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 0 47 4 2 13 0 50 2 128 48 1373 457 14 106 131 3 12 403 43 43 0 42 483 16 12 13 14 484 2
split_gain=0.367804 0.422429 0.259378 0.279716 0.25171 0.238653 0.212889 0.211522 0.222998 0.244556 0.24209 0.238463 0.247621 0.255641 0.213275 0.191607 0.165789 0.152033 0.149599 0.164196 0.195932 0.184846 0.159552 0.146741 0.14517 0.146807 0.142011 0.134424 0.125932 0.141296
threshold=0.085835000000000009 -0.070894999999999986 0.086425000000000016 -0.23071499999999998 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.086465000000000014 0.13215000000000002 0.086435000000000012 0.12862000000000004 0.09586500000000002 0.53894500000000012 0.07802000000000002 0.092305000000000012 0.08956500000000002 -0.084129999999999996 0.086355000000000015 -0.088854999999999976 -0.085894999999999985 0.070805000000000021 -0.070604999999999987 -1.0000000180025095e-35 -0.086419999999999983 -0.11807499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13131999999999996 -1.0000000180025095e-35 0.13900500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 26 16 6 -6 8 9 10 11 12 13 14 15 23 -1 -17 -3 22 21 -21 -20 -5 -9 -26 -2 -25 -4 -30
right_child=2 18 28 7 5 -7 -8 24 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 19 20 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.00080502163518740598 0.00052617745976268069 -0.0012361959337354666 -0.0010594038611840503 -0.00061586225955282878 -0.0011333624604660227 -0.0010700669211165842 0.0004830318215333165 0.00078154619966631651 0.001224341773925179 -0.0012559401808707577 -0.0006394478066138145 -0.0011337795193408788 -0.0011211706803942554 -0.00051094255530872046 -0.00072769792504686357 0.0012225878880793494 0.00045628247288676048 -0.00080909529510878194 -0.00043581797099877576 0.0011760681011235448 0.00019493761354544945 -0.00099948599326635332 0.00073865111672617354 5.9602926164469237e-05 0.00062167612497468429 -0.0010384139656904074 -0.0012286676097379315 0.00088975390919068093 -0.00023914279127760482 0.00081454000571410149
leaf_weight=0.23933761536318343 0.090032485546544194 0.12915692196111228 0.24811507809499778 0.11113076758920337 0.19258406970766373 1.6487390158727071 0.3223942780459762 0.12331469767377712 0.40964924881700415 0.14687614647846192 0.34724899823777367 0.1421279388887341 0.14021798223257054 0.32561005154275324 0.16777508833911259 0.073538034921511897 0.43346368381753508 0.21049862474319525 0.21868017326050904 0.065786736813607027 0.88169619093241636 0.47523055638885225 0.78746864802087702 0.32096475979779082 0.099210055632283911 0.3835466552627621 0.28183388510660723 2.8639363011170613 2.2108956767187924 0.2058405706193297
leaf_count=164 21 73 81 19 43 1465 48 19 174 26 18 17 13 26 19 38 68 82 43 6 73 167 50 47 15 280 126 401 259 29
internal_value=0 -0.000318978 8.35358e-05 0.00021925 -0.000642228 -0.000844289 -0.000121444 0.000284109 0.000362522 0.000289728 0.000337999 0.000415922 0.000468194 0.000522904 0.000612723 0.00067554 7.595e-06 -0.000283086 3.94664e-05 0.000107301 -0.000158669 -0.000734943 0.000483388 0.00075815 -0.000396368 -0.000697253 -0.000803802 0.000806094 -0.000234125 -0.000149398
internal_weight=0 5.39454 8.90236 6.23751 2.83652 2.16372 0.514978 5.86565 5.25957 4.84992 4.70305 4.3558 4.21367 4.07345 3.74784 3.58007 0.672801 0.284037 2.55802 2.42886 1.42271 0.541017 1.00615 3.29603 0.606071 0.482757 0.371866 3.1849 2.66485 2.41674
internal_count=3910 2200 1710 1341 1788 1556 91 1194 880 706 680 662 645 632 606 587 232 120 412 339 246 173 93 467 314 295 147 448 369 288
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=123 375 4 453 11 3 15 3 0 1 43 43 3 4 49 49 52 4 43 133 0 13 49 160 2 13 52 48 1 146
split_gain=0.262405 0.234863 0.184511 0.252005 0.222783 0.189209 0.296989 0.231323 0.22277 0.193022 0.169796 0.204347 0.197109 0.155098 0.172714 0.164705 0.145156 0.131682 0.15215 0.127747 0.115742 0.110421 0.109197 0.108529 0.108317 0.196878 0.168454 0.107416 0.126242 0.156034
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.27020000000000005 1.0000000180025095e-35 0.080455000000000013 -0.10315499999999998 0.079360000000000014 -0.078669999999999976 -0.13506999999999997 0.076710000000000014 -0.074254999999999988 -0.4045149999999999 -0.025254999999999996 -0.084009999999999987 -0.082494999999999985 -0.084114999999999981 -0.092854999999999979 -0.08422499999999998 -0.49922499999999997 -0.0023199999999999996 -0.11991499999999998 -0.003375 -0.13451999999999997 -0.082969999999999988 0.106285 -0.068824999999999983 0.093400000000000011 -0.064549999999999982 0.12058000000000001 0.11615000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 27 5 6 9 8 -7 24 11 -9 20 17 15 -15 21 18 -10 -3 -12 -14 -18 -13 25 -1 -27 -4 -29 -30
right_child=1 19 3 -5 -6 7 -8 10 13 -11 12 23 16 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0010224561712531483 -0.0015950359652355645 -0.00084024062365708953 0.0015724768446122007 -0.0015850256521579443 -0.0013632055706923421 0.0015506565968587389 -0.00093500679087311174 -0.0015824222667633623 0.0014618793649089877 0.0013591491039368711 0.0015710098252943129 -0.00088396285165983008 -4.4307321459408898e-05 -0.0010737797263426097 -0.0015598194084474179 0.0013595554999901792 -0.0013558092772762047 0.001600910638020291 -0.0015693024765874909 0.00086224113294157813 -0.001568480894979938 -0.0015793597510413279 -1.7411123558930875e-05 0.00083869887685708014 0.0009969082214852233 0.00013375115191221814 -0.001670853934993927 -2.5127818707475615e-05 0.0012588432315198835 -0.001131977090884603
leaf_weight=0.23736505629494764 0.11669184104539443 0.1176008223555981 0.18435978534398589 0.16257858101744194 0.43144084856612686 0.088562564487798201 0.42435246273089422 0.11271690501598641 0.057045041088713333 0.47988043897203159 0.030873318377416248 0.10020528617314994 0.18356432655127719 0.18573851457040291 0.94077367031423553 0.10653006378560947 0.15592049388215024 0.090222482780514812 0.13732307880127337 1.2209850079962059 0.38472659032413525 0.30116273810563177 3.0615077986440178 0.79663633179734439 0.27433542639482766 0.27270214134477744 0.23385246717953123 0.97130821424070635 0.46275589011202101 0.077574660070240498
leaf_count=12 8 38 51 20 172 6 113 25 5 57 2 84 30 75 1234 3 21 15 291 288 494 97 298 135 14 33 19 123 144 3
internal_value=0 0.000527626 -0.000177493 0.000270383 -0.000269093 -0.000214559 0.000217104 -0.000337804 -0.000854433 0.000543444 -0.000175963 0.000397396 -0.000316535 -0.000994783 -0.00123438 -0.000186844 -0.000202174 4.33242e-05 -0.000679682 0.00071267 -0.00133526 -0.000998041 -8.22715e-05 0.000646224 0.000159021 -0.000149967 -0.00069935 0.000448243 0.000311131 0.000915596
internal_weight=0 1.45528 10.946 1.85858 9.08744 8.656 1.92249 6.73351 1.6062 1.49814 5.12731 1.00956 4.11776 1.51763 1.23304 0.292269 3.70216 0.284591 0.194368 1.33859 0.4156 0.484727 3.21743 0.896842 1.01826 0.74392 0.506555 1.696 1.51164 0.540331
internal_count=3910 334 3576 341 3235 3063 248 2815 1629 135 1186 244 942 1623 1312 78 446 311 296 326 496 127 319 219 78 64 52 321 270 147
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=1456 45 14 453 147 30 1426 15 50 15 3 483 453 15 403 484 133 1374 13 30 2 11 401 13 160 40 160 159 43 4
split_gain=0.0624908 0.0588273 0.0850113 0.0587158 0.0692593 0.0582992 0.0565683 0.0711124 0.094523 0.082492 0.104041 0.0735603 0.068289 0.0777762 0.0854214 0.0674885 0.0701546 0.066986 0.062964 0.0614688 0.0796847 0.0640449 0.0675099 0.0661293 0.123091 0.0893044 0.0719335 0.0668759 0.0607034 0.0911669
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.090755000000000016 0.10058000000000002 0.085915000000000019 -1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 -0.19153499999999998 0.30601500000000009 0.080590000000000009 1.0000000180025095e-35 -0.15202999999999997 -0.088854999999999976 0.085815000000000016 -0.26719999999999994 0.090240000000000015 -0.5337599999999999 0.085185000000000025 -0.13811499999999996 0.088315000000000018 0.087020000000000014 -0.083514999999999992 -1.0000000180025095e-35 -0.082989999999999994 0.091575000000000017 0.091215000000000018 -0.50992999999999988 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 -3 8 -8 -9 11 12 13 -11 -15 16 -16 18 -18 20 -20 22 23 24 -22 -25 -26 28 -27 -30
right_child=1 2 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 14 15 -17 17 -19 19 -21 21 -23 -24 25 26 27 -28 -29 29 -31
leaf_value=-0.0026897412650798884 0.0027971117443459227 -0.0028347415891054237 -0.0021095922356404373 0.0027944803536591812 0.002796990571157525 0.0027734703995696132 0.0020624953490638543 -0.0019394371227881501 -0.0013627209758532732 0.0026448983461865882 0.0027773423972872005 -0.0022964749479058673 -0.00198081938939796 -0.0023084502551884247 -0.0027794207406936318 0.0013978635184756073 -0.0028033806742079554 -0.0023323080555727629 0.0027316769938426026 -0.0026168128184739796 -0.0024137580079547282 -0.0022030210965494198 -0.0022446231170268928 0.0024300448596418374 0.0015019975256508758 0.0017768698355173536 -0.0010384115156846078 -0.0025050091287922307 -0.0026088366236249488 -9.4279613315126495e-06
leaf_weight=0.16090222203183646 0.056649947451660299 0.053831418035770073 0.14779991161958594 0.021077074881759472 0.019804454408586025 0.058261710455553728 0.25810723180984485 0.1740873005337561 0.081175072700716555 0.087110362343082559 0.101256197078328 0.11000670440989768 0.13004541445843631 0.11917892410747288 0.069636687106140349 0.2734502781077025 0.056990595068783345 0.090140386746497714 0.091204636613838708 0.061385820270515867 0.079343333423821605 0.089385858020250342 0.08633582205766277 0.10985879529471665 0.71604774693332984 0.13362593349302621 0.097006715986935887 0.087086908182754885 0.10931432415600539 1.9166668654943246
leaf_count=365 15 76 102 2 2 97 215 90 18 21 79 261 60 463 176 148 5 34 34 6 92 51 212 56 158 20 66 89 63 834
internal_value=0 -9.41122e-06 -3.89174e-05 -0.00157839 -0.00208843 1.94822e-05 -1.14795e-05 1.81553e-05 0.00124299 -6.86169e-05 1.95311e-06 -6.03057e-05 -4.44654e-06 5.5692e-05 1.81927e-06 6.95112e-05 -2.62283e-05 2.52494e-05 8.37239e-05 0.000129719 0.000177673 0.000109655 0.000171635 0.000235844 0.000877695 -7.21787e-06 0.0011989 -0.000126395 -3.04766e-05 -0.000149682
internal_weight=0 5.44499 5.38834 0.201784 0.180707 5.24054 5.18228 5.12845 0.339282 4.78917 4.61508 4.51382 4.40382 4.27377 4.18666 4.06748 3.79403 3.72439 3.63425 3.57726 3.51588 3.42467 3.33529 3.24895 0.892398 2.35655 0.813054 2.24669 2.15961 2.02598
internal_count=3910 3541 3526 369 367 3424 3327 3251 233 3018 2928 2849 2588 2528 2507 2044 1896 1720 1686 1681 1675 1641 1590 1378 316 1062 224 1006 917 897
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=160 52 133 146 1 0 47 2 48 401 12 12 43 50 42 0 128 0 15 49 49 0 16 9 38 4 0 124 51 48
split_gain=0.0587002 0.0579718 0.0618354 0.056409 0.0684832 0.0771399 0.0727947 0.0646934 0.0915003 0.0673484 0.0668565 0.0730046 0.0634901 0.0610987 0.0598549 0.0775843 0.0594211 0.0674031 0.0863424 0.0905716 0.0825149 0.0761229 0.0976195 0.102586 0.0786248 0.0677561 0.0659233 0.0579579 0.056738 0.0521636
threshold=-0.40446999999999994 -0.42985499999999993 -0.26719999999999994 0.10949000000000002 0.11561500000000001 -0.017269999999999997 0.13283000000000003 0.091985000000000011 0.10264000000000002 0.079655000000000017 0.098845000000000016 0.084535000000000013 0.088185000000000013 -0.26712999999999992 -0.11145999999999999 -0.15007499999999999 0.082695000000000005 -0.067059999999999995 0.084050000000000014 -0.084114999999999981 -0.081629999999999994 -0.11524 -0.08286499999999998 -0.016839999999999997 -0.08781499999999999 -0.48072499999999996 -0.08824499999999999 0.11158000000000001 0.083165000000000017 0.10322500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 6 13 8 9 12 11 -9 16 -6 -15 -16 17 18 19 -4 -21 28 26 -24 -25 -19 -23 -12 -22 -2
right_child=1 2 3 -5 5 -7 -8 10 -10 -11 27 -13 -14 14 15 -17 -18 25 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002581263526018362 -0.0039573914706756098 -0.0033160119666090591 -0.0027894975697390105 -0.0033399603386232773 -0.0039612348055164063 0.003794723677219895 -0.0011946862587719643 0.00017933182869178386 -0.0038469478521438445 -0.0039637578345684838 -0.0021419004779437423 0.0019515268390425361 -0.003798872501147319 -0.0023215016389833598 -0.00031144819988184033 0.0029563048357917347 -0.0039758366990145146 -0.0023979930514970412 -0.003964186744430144 0.0039688328621793846 0.0024229575882359728 -0.0017947809060020828 0.0040740122549906407 0.0021048750968734407 -0.003799214919063129 0.0023848913935713496 0.0035295074029097467 0.0032600602112721269 -0.00058067452689852578 0.0017024970995671786
leaf_weight=0.14350735659081681 0.10293893358084449 0.083962306224748207 0.16092928733996736 0.073232157854363211 0.032257353195745964 0.1394610920724515 0.24553879944141954 1.2674715965695216 0.12653298744771735 0.077971363711185293 0.23369124712007749 0.50825248267210543 0.073679280812939285 0.054736359510570765 0.15962331185437506 0.39153472824182245 0.058096637067137524 0.054888372411369346 0.094622504925609863 0.092008315026759324 0.25852396097616182 0.057522068147591199 0.036001137224957458 0.0408131964504721 0.25604957959694963 0.29289614492518135 0.098344226898915421 0.035737759753828868 0.15822154957277235 0.033744521679182071
leaf_count=305 336 212 75 10 28 106 39 334 53 227 202 268 25 7 59 251 107 47 550 8 60 83 2 5 332 85 41 7 29 17
internal_value=0 -2.0658e-05 4.65748e-05 0.000102167 0.000152527 0.00106417 0.000633242 -8.16993e-05 -0.00059908 -0.0003721 0.000408346 0.000686574 -0.000210466 0.00133657 0.00161862 0.00200992 -5.10898e-05 9.13463e-05 -0.000335724 -3.93412e-05 0.000404356 4.21578e-05 -0.00101558 -0.00222377 -0.00298751 0.00163004 0.00156459 -0.00142537 0.0012826 -0.00256007
internal_weight=0 5.29928 5.1626 5.07864 5.00541 1.02315 0.883691 3.98225 1.9371 1.81057 2.04515 1.77572 1.7326 0.638152 0.605894 0.551158 1.65892 1.60082 1.25304 1.15841 0.997484 0.905476 0.48873 0.332864 0.296863 0.347785 0.155866 0.269429 0.416746 0.136683
internal_count=3910 3605 3252 3040 3030 490 384 2540 1729 1676 811 602 1449 345 317 310 1424 1317 1185 635 560 552 463 339 337 132 124 209 89 353
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=39 51 3 1 122 124 13 42 106 133 48 51 51 2 2 0 4 0 15 12 49 159 9 51 1 52 148 52 2 129
split_gain=0.0559182 0.0753863 0.0723806 0.0663552 0.0881999 0.0805543 0.066519 0.0659023 0.0848111 0.0626587 0.0659354 0.0886996 0.0783469 0.0740346 0.0690462 0.0784774 0.0929639 0.08828 0.0779408 0.0744926 0.0867931 0.0731633 0.0683424 0.0647403 0.0748843 0.0832411 0.0756603 0.0720057 0.0744939 0.0689028
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.11353000000000001 0.12621500000000005 -0.52484999999999993 -0.093439999999999981 -0.090359999999999982 0.092305000000000012 0.10681500000000001 0.12649500000000002 0.13741000000000003 0.13474500000000003 0.10184000000000001 0.10113500000000002 -0.072559999999999986 -0.49837999999999999 -0.10575999999999998 -0.11739999999999999 0.095000000000000015 -0.085974999999999982 0.092630000000000018 -0.016839999999999997 -0.07742499999999998 0.10498500000000001 0.11401500000000002 -0.07990499999999999 0.10701500000000001 0.10393500000000001 0.08326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 6 5 -5 -3 -8 -9 10 12 -12 13 14 15 17 -17 18 -1 20 -20 -18 -19 29 25 27 -26 28 -25 -15
right_child=1 3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 23 -16 16 21 22 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0024217084532415431 -0.0034616868635637013 -0.0026332065942984402 0.0027864790098278041 -0.0034685253985757389 -0.0034872176262932542 0.0034637120047853183 -0.0027481835540123347 0.0018021979492010085 -0.0025274971092431766 -0.003081705329938992 -0.003493299226896633 0.00018765566911199775 -0.0032329262088861156 -0.0026350845990090886 -0.003623204552438098 -0.0023178300997144601 0.0014517562954535653 0.0035406252993953483 -0.0034723960727520912 0.0026116352172725686 0.00030346548531863673 -0.0015211416705321727 -0.0018199200348600934 0.0032237876677424378 -0.0017480527542038187 -0.0028315543398795238 0.0029147558095970281 0.0033780741759412551 -0.00074211792582915112 0.003304959673460828
leaf_weight=0.1395908571430482 0.048586363314825576 0.080684732994996011 0.0914992425496165 0.021535335341468453 0.028299375437200069 0.24046838792492053 0.056813201194017893 0.37352951176580962 0.062233493896201253 0.093404538171853235 0.16407537838676933 0.14576673525152728 0.092727252501390356 0.11185497240148834 0.073207667361202655 0.11321089807825047 0.66151489222102178 0.029249913990499032 0.080098031654415536 0.14276429042001837 0.69135940086198433 0.11450580457676551 0.67994868677032949 0.070850259458893339 0.047244853543816134 0.08557557842505048 0.31208161226822995 0.10325230192029267 0.26371755341278913 0.02899470427473716
leaf_count=62 20 24 123 4 2 209 27 168 5 502 56 23 102 145 14 77 146 1 30 26 160 49 1547 21 14 69 138 15 108 23
internal_value=0 0.000700133 -0.000235225 0.000934288 0.00227187 0.00289392 0.000256927 0.000730336 0.00118385 -0.000300356 -0.00023778 -0.00176158 -0.000114884 -3.77634e-05 -0.000333482 -0.000242679 0.00058902 -0.000662173 -3.18164e-05 0.000333092 -8.85705e-05 0.00101309 -0.00159883 0.000749642 0.00109461 0.000265915 0.00230168 0.000871341 9.77281e-05 -0.00141229
internal_weight=0 0.91215 4.3365 0.863564 0.290303 0.262004 0.573261 0.492576 0.435763 4.245 4.15159 0.309842 3.84175 3.74902 2.72545 2.65224 0.889232 1.76301 1.05381 0.914222 0.771457 0.776021 0.709199 1.02357 0.882722 0.523396 0.359326 0.43782 0.334568 0.14085
internal_count=3910 459 3451 439 215 213 224 200 173 3328 2826 79 2747 2645 2112 2098 272 1826 278 216 190 195 1548 533 365 213 152 144 129 168
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=1456 151 1212 453 1 0 157 2 403 160 133 12 42 123 43 42 42 133 106 16 13 159 1373 4 1429 156 474 41 4 4
split_gain=0.0537067 0.0509866 0.0503931 0.0519318 0.0549443 0.113433 0.0761374 0.0650661 0.0650503 0.0669386 0.0619783 0.0670596 0.0619362 0.0849703 0.0689348 0.0787668 0.0750948 0.0990119 0.0593017 0.0794496 0.0573561 0.0749947 0.0570257 0.0587597 0.0611577 0.0527423 0.0700565 0.0597478 0.0590102 0.140717
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.089535000000000017 1.0000000180025095e-35 -0.089879999999999974 -1.0000000180025095e-35 0.14808000000000002 0.07955000000000001 -0.51385999999999987 0.085625000000000021 0.081080000000000013 -1.0000000180025095e-35 0.091310000000000016 -0.078454999999999983 0.060615000000000009 0.085330000000000003 0.032270000000000007 0.092305000000000012 -0.54165499999999989 -0.51172499999999987 0.091215000000000018 0.09012000000000002 -0.41745999999999994 0.084545000000000009 0.084330000000000016 0.088305000000000008 1.0000000180025095e-35 -0.0017649999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 20 -7 8 9 -6 18 -12 13 -8 16 -16 -14 -18 19 -11 -4 -22 23 -21 25 27 -27 28 -25 -30
right_child=2 -3 3 -5 7 6 12 -9 -10 10 11 -13 14 -15 15 -17 17 -19 -20 22 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00038484542640800394 -0.0038057131398113492 -0.0038181730902464377 0.0017097940824697701 -0.002587167418893482 -0.0038212376384890831 -0.0038164757854237774 -0.0038243579772428132 0.00317704688156501 0.0033268916863820673 0.0029383547361633462 0.0036599673153594079 -0.0030258554251211237 0.0032640736539663474 0.0026245539380786278 0.00031123566835452335 -0.0038138651867148624 0.0017263826224968796 -0.0038328370210707449 -0.0038256828205792117 -0.0033069071669981818 -0.0038245636717145963 0.00076814855735657123 -0.003827324479632519 0.0014774197177351239 0.0025996949077732095 -0.0034127736334473519 0.0016656167168741069 -0.0019062888436835129 -0.0035383928246526843 0.00044713714152172626
leaf_weight=0.069138932019995991 0.04978505534108979 0.10501376473621338 0.044365397829096764 0.10646586643997569 0.059172587898502438 0.06860123519800243 0.10495885272212024 0.11653977013702377 0.098069115134421625 0.14534581323823781 0.13291736737664894 0.02589097569216392 0.22937390891638609 0.041056110756471753 0.47866624812013481 0.077718044024550181 0.16830565087911964 0.063826640043771476 0.053744390257634111 0.06967383165465646 0.2555444540848838 0.064273889554897323 0.053680080603953573 0.56338923996736712 0.14801141836505838 0.12876090372446913 0.056435157912346767 0.16952506002780854 0.14397532673319524 1.1504413257607664
leaf_count=41 282 328 4 49 69 213 468 136 56 70 154 125 39 5 39 305 26 78 6 150 353 37 25 292 54 60 54 74 63 255
internal_value=0 -0.00214957 -1.56952e-06 3.77333e-05 9.70386e-05 -0.00047623 7.4423e-05 0.000390831 0.000282561 0.000179646 0.000262953 0.00256996 0.000303755 -0.00201107 0.000635813 -0.000264975 0.00172179 0.00019783 0.000126399 0.000207184 -0.0023398 -0.00290157 4.73686e-05 0.000132955 0.000234487 7.62612e-05 -0.00186523 0.000253615 0.000450707 3.83476e-06
internal_weight=0 0.174153 4.86851 4.81873 4.71226 1.59669 1.23251 3.11557 2.99903 2.90096 2.84179 0.158808 1.16391 0.146015 1.01789 0.556384 0.461506 0.232132 2.68298 2.62924 0.364184 0.319818 2.48389 2.43021 2.36054 2.21253 0.185196 2.02733 1.85781 1.29442
internal_count=3910 369 3541 3259 3210 1567 1173 1643 1507 1451 1382 279 960 473 487 344 143 104 1103 1097 394 390 1027 1002 852 798 114 684 610 318
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=1 484 1446 3 3 43 52 47 15 48 46 50 106 149 0 12 3 13 1 12 4 40 3 4 15 0 0 14 0 16
split_gain=0.324887 0.253838 0.24814 0.222467 0.226373 0.258397 0.21675 0.204542 0.230215 0.311859 0.266298 0.226622 0.232094 0.179052 0.174737 0.224725 0.246419 0.173749 0.184387 0.206534 0.169475 0.180983 0.16823 0.171678 0.163609 0.160471 0.159797 0.154001 0.150688 0.325271
threshold=0.094485000000000013 -0.0043499999999999988 0.091520000000000018 -0.115685 0.086245000000000016 -0.077544999999999989 -0.42985499999999993 0.093315000000000023 0.05377500000000001 0.12862000000000004 0.092020000000000005 0.14026500000000003 0.092305000000000012 0.11234000000000001 -0.071924999999999989 0.085775000000000004 -0.084129999999999996 -0.057284999999999996 0.13026000000000001 0.092475000000000016 0.22584000000000001 -1.0000000180025095e-35 -0.08348499999999999 0.035895000000000003 -1.0000000180025095e-35 -0.25490999999999991 -0.060094999999999989 -0.46879999999999994 -0.10783 -0.064504999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 14 -2 8 9 10 11 12 13 27 15 16 -5 18 19 -9 21 -10 -18 -24 -3 -7 -26 -8 -19 -30
right_child=2 3 -4 4 -6 25 7 17 20 -11 -12 -13 -14 -15 -16 -17 22 28 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0011762361806131735 -0.0012724340081514346 0.00086454282522540704 -0.0012551548441909171 -0.0012732897479832694 4.3059947371910937e-05 0.0013393824038397588 -5.569254038379781e-05 0.00056124137408385512 0.00097966637572789598 -0.0006826572495936328 -0.0010884528523868937 -0.0011919297007631508 -0.00082322298765907461 -0.00053944692130366418 0.00029503737291614518 -0.0012738325318026845 0.0012590225056510176 -0.00093430744389375704 0.0011830177411880345 -0.00075625391707193632 0.00067559963287636452 -0.00094439205507677111 -0.0010960316348713468 0.00064469921480421466 -0.00085924919528404997 -0.00096411403643092888 0.00021378853769807903 0.00099610664024574495 0.0011045131816035019 -0.0006952150134984284
leaf_weight=0.45060789361741616 0.16417616748367425 0.44454933228553262 0.20312374643981446 0.21073262924619485 1.7901902832672929 0.050246603786944788 0.24579426014679739 0.42013788930489704 0.09426877205260098 0.32764390064403404 0.14131884602829803 0.099552902858704218 0.14328712836140756 0.14583031740039576 0.72113849078596093 0.3975159615802113 0.20276228687725961 0.5357167738256976 0.26748141954885796 0.35156140755861998 0.22469636524328962 0.47439357932307746 0.17347179965872761 0.19202479813247919 0.28853112427168515 1.5299697438749724 0.98671587544959027 2.5171991878305562 0.25403420758084394 0.44367593410424866
leaf_count=485 142 56 35 123 121 1 46 35 18 14 13 12 20 10 109 391 8 44 27 42 13 129 37 19 78 1246 49 527 21 39
internal_value=0 -0.00025359 0.000126342 -0.000194094 -0.000323395 -0.000512023 0.000167303 0.000202653 0.000361823 0.00049741 0.000614824 0.000691198 0.000752622 0.000830247 -0.000196549 -0.000497866 -0.000101893 -0.000106497 0.000275567 -3.89672e-05 -0.000256954 -0.000625435 0.000332507 -0.000181486 0.000201978 -0.000890869 -2.89917e-05 0.000902539 -0.000428392 -3.99393e-05
internal_weight=0 7.43846 7.05389 6.98785 5.26805 3.47786 6.85077 6.68659 4.41399 3.62063 3.29298 3.15166 3.05211 2.90882 1.89765 1.17651 0.778992 2.27261 1.03918 0.771699 0.793359 0.568662 0.568259 0.365497 1.7198 1.58022 1.27525 2.76299 1.23343 0.69771
internal_count=3910 2723 1187 2238 2055 1934 1152 1010 802 642 628 615 603 583 687 578 187 208 104 77 160 147 64 56 183 1247 127 573 104 60
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=156 146 45 11 123 1372 2 484 401 41 1446 151 151 456 16 52 131 0 131 2 148 128 133 130 16 49 151 2 1429 52
split_gain=0.0530262 0.0492592 0.0636367 0.0518367 0.055533 0.0507123 0.052771 0.0659394 0.0645262 0.0650593 0.0599127 0.0635853 0.0675397 0.0593469 0.0554774 0.0553681 0.0862587 0.076003 0.0653947 0.0631259 0.0577936 0.0600386 0.0614085 0.057717 0.0741288 0.0807548 0.0844053 0.0519174 0.0510212 0.0646588
threshold=-1.0000000180025095e-35 0.10949000000000002 -1.0000000180025095e-35 0.10553000000000001 -0.041524999999999992 -1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.083100000000000021 0.080335000000000018 0.094620000000000024 -0.40391999999999995 -0.084874999999999992 0.084065000000000015 -0.53943499999999989 -0.092854999999999979 0.097135000000000013 -0.017269999999999997 0.092255000000000018 0.096970000000000015 -0.083929999999999991 0.11695000000000001 0.08845500000000002 -0.23515499999999998 -0.23935499999999996 -0.085974999999999982 -0.024429999999999997 -1.0000000180025095e-35 0.084845000000000018 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 9 13 11 -8 -13 15 -14 16 17 -9 19 20 -17 22 23 -22 -25 -26 -27 -7 29 -28
right_child=1 -3 3 -5 5 6 10 8 -10 -11 -12 12 14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0032986707458847147 0.0033164586687638373 -0.0027724175795226518 0.0028814867828447868 -0.0029331725876453993 -0.0033250102510916351 0.0029749607097449594 -0.0022607591033281761 -0.0026789233480672046 -0.0032058224270653446 -0.0021348213304073545 -0.0033095871484663387 0.0026766516561486198 0.0032485908286660264 -0.0030400834363533934 0.00030902612723854409 -0.0033430092918143783 0.00184065753049448 0.0015882007386029387 -0.0023165756857260419 -0.0026438384859325805 -0.0033835479274501195 -0.0033674720262992942 -0.0017014534272264312 0.0025026076575298062 -0.0027725200842332997 0.0026770534039739311 -0.0007553806857096755 -0.0033123599482375323 0.0031910308487220766 0.0010920362808494227
leaf_weight=0.054374033564272284 0.062344858888536581 0.069943914713803568 0.07184076856356103 0.065870566580997436 0.050287724943700485 0.016205781750613824 0.085388290252012555 0.23701904625340831 0.07412630671296927 0.15766566522142955 0.045531399044193566 0.16175990640476801 0.072958412340085155 0.065448422219560487 1.5218170929083499 0.038691741894583465 0.088814405069570057 0.055947834935069607 0.093116259881753538 0.066087785923627851 0.032131961139386767 0.037941510791824729 0.098256353724536782 0.31323106940908463 0.06835414443776322 0.2333917548239709 0.38642476553285909 0.11752684288057968 0.068169122489052825 0.43864150624813192
leaf_count=197 28 11 39 34 49 6 32 165 252 81 41 75 44 79 840 11 22 41 213 22 5 35 311 91 37 68 244 421 20 396
internal_value=0 -2.87109e-05 1.10623e-05 -3.22066e-05 8.4784e-06 -3.61491e-05 4.39483e-09 -0.000296412 -0.00017836 -8.78463e-05 0.000422016 0.000514259 0.000649158 5.11649e-05 0.000443506 0.000140836 -0.0010022 -0.00186403 0.000373648 0.000514275 0.000635957 0.000727785 0.00082261 0.000983616 0.00107666 0.000702884 0.000913742 -0.00255046 0.00045301 0.000226787
internal_weight=0 4.89494 4.82499 4.76265 4.69678 4.62494 4.57465 2.68719 2.55346 2.47933 1.88746 1.84192 1.75654 2.32167 1.59478 2.25622 0.381781 0.292967 1.87444 1.78132 1.71523 1.67654 1.6386 1.54034 1.50821 1.19498 1.12663 0.133733 0.893235 0.825066
internal_count=3910 3713 3702 3674 3640 3601 3552 2520 2093 1841 1032 991 959 1760 884 1681 228 206 1453 1240 1218 1207 1172 861 856 765 728 427 660 640
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=123 4 133 453 13 1348 11 3 48 31 0 3 39 48 1 142 159 44 123 448 2 2 13 42 16 15 1 48 457 13
split_gain=0.386247 0.282405 0.255264 0.254721 0.237654 0.197644 0.18719 0.21504 0.282626 0.168944 0.190898 0.227119 0.194646 0.159678 0.171357 0.189863 0.159679 0.153964 0.150981 0.143313 0.141151 0.119888 0.219738 0.119624 0.114987 0.175058 0.235979 0.251715 0.131188 0.112283
threshold=1.0000000180025095e-35 0.27020000000000005 -0.0023199999999999996 1.0000000180025095e-35 0.28269500000000009 0.084895000000000012 0.080320000000000016 -0.12008499999999998 0.082070000000000018 -1.0000000180025095e-35 -0.10575999999999998 0.24227500000000002 0.16168500000000002 -0.064549999999999982 0.12058000000000001 -0.073359999999999995 -0.11345499999999999 0.13998500000000003 -0.088709999999999983 -0.080249999999999988 0.092175000000000021 0.106285 0.025140000000000006 0.078965000000000021 -0.30307999999999996 -0.11739999999999999 0.10031000000000002 0.12862000000000004 -0.0015249999999999997 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 13 19 6 7 8 21 -9 24 12 17 -3 20 -16 -17 18 -12 -4 -15 22 23 -1 -11 -26 28 -28 -27 -20
right_child=2 3 4 -5 -6 -7 -8 9 -10 10 11 -13 -14 14 15 16 -18 -19 29 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00083944018747737932 -0.00094049162755385806 0.0012046548562568169 -0.0010412069851276622 -0.0012219962869575959 -0.0012271793095195028 0.00065291440952971905 -0.0012094997090299794 0.0012417795498067127 0.00092851858841110936 -0.0008881312105504291 0.0012147493971703502 0.0012041608750272277 0.00080742855110885799 -0.00096237351056393909 -0.0012425045363503231 -0.0010936053254153753 0.0012077403290260311 0.0012645840650786578 -0.00056898336917859612 0.0007437015157725972 2.6454628857735482e-05 0.00033664739913788033 -0.0011391205315411969 -0.00052157528509396258 -0.00098698835198838793 -0.0011110069703921699 0.00088331269883194872 -0.00063904283155339042 -0.00021521185297772649 -0.00095493293136681768
leaf_weight=0.17094586847815196 0.22088341499329534 0.18471089407103125 0.068644392304122115 0.21613367192912836 0.10841264575719822 0.2082275734428557 0.53798318846384141 0.073792247450900628 0.32245723379310209 0.46410284793819334 0.052299949806172807 0.086566936952294671 0.11235140013741318 0.28417811833787598 0.066896750126033688 0.048967367154545638 0.35735128432861596 0.051885858178138622 1.6117871898459211 1.004796303459444 0.75149821522063576 0.27588567137718201 0.44676333387906197 0.20036689552944154 0.38524441761546802 0.28968578949570734 0.52588053734507401 0.22006312338635325 1.2044908610405332 3.2434475832851901
leaf_count=10 43 51 3 20 6 55 171 7 30 72 5 29 17 21 2 6 139 1 723 282 102 16 58 40 57 21 63 9 83 1768
internal_value=0 -0.000422857 0.000238829 -1.51585e-07 0.00045924 -0.000499855 -0.000523214 -0.000485299 -5.48151e-05 -0.000558572 -0.00057468 -0.000715396 -0.000748159 0.000155777 2.73792e-05 0.00062322 0.000930394 -0.0007834 -0.000805053 0.00062956 -0.000244869 -0.000344663 -0.000574427 0.000105012 -0.000339732 -0.000242788 -0.000114805 0.000434198 -0.000388886 -0.00082681
internal_weight=0 12.394 1.40274 1.90974 1.18185 10.4842 10.276 9.73802 1.41642 8.3216 8.24781 5.15834 5.07177 1.6936 1.50889 0.473215 0.406319 4.95942 4.90753 1.07344 1.03568 1.09396 0.818076 0.371313 3.08947 2.62536 2.24012 0.745944 1.49418 4.85523
internal_count=3910 3576 334 341 291 3235 3180 3009 154 2855 2848 2543 2514 321 270 147 145 2497 2496 285 123 124 108 50 305 233 176 72 104 2491
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=4 11 12 453 1456 403 480 50 401 48 1211 10 159 456 14 1 3 13 49 49 52 3 49 13 160 0 12 13 457 33
split_gain=0.264577 0.244719 0.209758 0.251552 0.202215 0.212782 0.189119 0.181163 0.175688 0.171606 0.16132 0.15746 0.155489 0.165708 0.153339 0.17374 0.221688 0.194319 0.18003 0.213 0.231903 0.231105 0.175541 0.213443 0.188655 0.172166 0.156557 0.209973 0.182717 0.177076
threshold=0.27020000000000005 0.080455000000000013 -0.071274999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 0.11901000000000002 0.087020000000000014 0.11379500000000002 0.076895000000000019 0.043560000000000008 0.10856 0.084065000000000015 -0.13131999999999996 0.099595000000000017 -0.115685 0.10153000000000002 -0.088329999999999978 0.0052300000000000011 0.11401500000000002 0.090325000000000003 0.073145000000000016 -1.0000000180025095e-35 -0.096329999999999985 -0.23029999999999998 0.094045000000000004 0.11596500000000001 0.085230000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 8 9 10 11 12 -4 13 14 -7 16 17 -16 -18 20 21 26 23 24 -17 -21 27 28 29 -20
right_child=2 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15 15 22 18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094446495683936772 0.0012603986855540714 -0.0011030856981767657 0.00092391855625599496 -0.0013742672082357804 -0.0013501407942644098 -0.0010747458438212991 -0.0013536299317265252 -0.0011101342448110807 -0.0011028457634796405 -0.00037363378172611885 -0.0013588252450017911 -0.00014247049310368848 -0.00086259267860519366 -0.00079010069801801715 0.00092232670885653652 -0.0010020053152832468 -0.00090665887011067694 -8.5061321772627387e-05 -0.0011722980705263647 0.0013851128356214837 -0.0012052103275284486 0.00073401805537514318 0.0011566039162208669 -0.00012500779381053383 0.00092043041790377069 -0.0011881327480290484 -0.0013726810176761604 0.0012606311528699345 -0.0012503721537480833 0.00016383802892026183
leaf_weight=0.52606514322541897 0.36446470447117496 0.4888098253868528 0.98703107523033506 0.17854387214174483 0.23710702164680064 0.20098760933613569 0.20092014200781783 0.15186388907022763 0.27159868466697012 0.37963257601950307 0.15703109389869574 0.3363024964928627 0.3514024797332248 0.40741719797370102 0.75370559399015202 0.10348687111400123 0.51075991505057583 0.64263723092153668 0.20038832444696053 0.052951648365706205 0.24860642087151053 0.88379566092044104 0.45975918328622345 1.2497652713500429 0.86892613366944715 0.42636548482550995 0.15566771318844974 0.22409587388392527 0.22703352819371492 1.7392044550288606
leaf_count=359 184 175 205 20 432 22 203 14 219 25 149 24 111 171 50 16 88 32 27 3 122 59 59 101 163 279 83 8 20 487
internal_value=0 -0.00017105 0.000320119 0.000151582 -0.000130005 -8.94833e-05 -6.05653e-05 0.000298459 -3.49326e-05 0.000424072 -5.52825e-06 0.000652914 1.63643e-05 4.93786e-05 8.76009e-05 0.000114309 -1.18289e-05 0.000458698 -0.000152552 -5.99213e-05 5.0037e-05 0.000141012 0.00039957 0.000242942 0.00071584 -0.000903858 -6.48068e-05 2.03532e-05 -0.00010793 2.57956e-05
internal_weight=0 11.5885 2.39784 2.03337 11.0997 10.5736 10.3365 1.85483 10.1356 1.70297 9.86399 1.32333 9.70696 9.35555 8.94814 8.74715 6.06521 1.39634 4.66887 4.15811 3.67879 3.43019 2.68194 2.22218 0.972413 0.479317 2.54639 2.39072 2.16663 1.93959
internal_count=3910 3438 472 288 3263 2904 2472 268 2269 254 2050 229 1901 1790 1619 1597 1258 82 1176 1088 806 684 339 280 179 282 625 542 534 514
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=12 43 16 42 50 52 158 41 52 52 3 2 151 51 43 1 1 44 3 16 16 157 52 160 1 457 43 16 151 48
split_gain=0.317088 0.319009 0.229429 0.266961 0.237526 0.226563 0.259812 0.248787 0.286788 0.291751 0.266097 0.238116 0.204032 0.199825 0.213336 0.210702 0.194995 0.240971 0.256548 0.264269 0.196292 0.195614 0.294885 0.187268 0.185296 0.195869 0.175867 0.16953 0.17242 0.236847
threshold=0.051320000000000005 -0.049504999999999987 -0.17157499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.42985499999999993 1.0000000180025095e-35 0.078385000000000024 -0.062489999999999997 0.0033900000000000002 -0.084014999999999992 0.098195000000000018 -0.083919999999999981 -0.40274499999999996 -0.53890999999999989 0.099595000000000017 0.14000500000000002 1.0000000180025095e-35 0.31335500000000011 0.15100500000000003 -0.008069999999999999 -0.056824999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077800000000000022 -0.0015249999999999997 0.088185000000000013 -0.072359999999999994 -0.044604999999999992 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 23 -4 5 -5 7 8 12 -10 -11 -12 -7 -1 -15 -16 17 18 19 20 24 -22 -23 -2 -3 -26 -25 28 29 -27
right_child=2 16 3 4 -6 6 -8 -9 9 10 11 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 26 25 27 -28 -29 -30 -31
leaf_value=-0.001318737144633742 -0.0010963839426368289 -0.0011019001111267919 -0.0011773094497004703 -0.0012989222817446939 -0.0011689707254572629 -0.00050568529564266299 -0.0013038910696166637 -0.001312537242996268 -0.0013044419569546643 0.00066410046356190245 -0.001310591803797778 0.00033667730063794245 0.00084290718657141798 -0.0013161026570212451 0.00032914749062545011 0.0011942803680502576 0.00084693696683222372 -0.0011404988076820267 0.0013040252466841355 -0.0010341842673114816 0.0011094653684838003 -0.0010994226683944252 0.00068936406307146931 0.00036088309112987832 -0.00090595037798825136 0.00038905103898296016 -0.00057550156098543884 -0.00050038362532307638 0.00057857501396767143 -0.0012908273547626728
leaf_weight=0.094244413950946515 0.21588299906579811 0.3285764162428676 0.71539720246801142 0.28958754505583817 0.48423356292914821 0.23231561540160328 0.27644133372814383 0.22106930325389829 0.3455182856414466 0.58758415561169453 0.32422541372215985 0.26847099760198034 0.97882462672714721 0.09198399970773663 1.0972394566051655 0.82569372191210288 0.36465191305614997 0.36824826011434186 0.22182891675038252 0.47515247578849074 0.44934809749247506 0.25099548732396215 0.40009474591352068 1.6455181812052617 0.40390043205115977 0.3483880913117906 0.42171120035345655 0.63630154426209617 1.1226019968744363 0.23535518435528502
leaf_count=9 79 46 845 218 440 37 187 41 258 50 324 63 121 15 96 255 88 48 61 112 37 22 31 149 42 44 47 45 85 15
internal_value=0 9.35787e-05 -0.000286588 -0.000449336 -0.000319407 -0.00020267 -0.00010452 7.5677e-06 0.000114196 -0.000258902 4.71717e-05 -0.000564436 0.000584226 0.000522444 0.000608562 0.000700629 -6.77907e-05 -0.000131437 -5.5176e-05 -0.000120007 -1.59793e-05 0.000452908 -2.13778e-07 5.01305e-05 -0.000183771 -7.39333e-05 0.000169862 6.95164e-05 0.000282034 -0.000288247
internal_weight=0 7.71461 7.00678 4.72367 4.00827 3.52404 3.23445 2.95801 2.73694 1.5258 1.18028 0.592696 1.21114 2.10916 2.01492 1.92293 5.60544 5.24079 4.87254 4.65071 4.17556 1.10044 0.65109 2.28311 3.07512 2.74655 2.06723 2.34265 1.70635 0.583743
internal_count=3910 1051 2859 2584 1739 1299 1081 894 853 695 437 387 158 375 366 351 676 588 540 479 367 90 53 275 277 231 196 189 144 59
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 3 39 3 16 16 51 3 0 157 16 150 16 42 43 1 1 13 122 46 448 49 42 15 12 43 457 41 48 2
split_gain=0.314442 0.267446 0.266611 0.252454 0.227535 0.252977 0.220171 0.211294 0.202102 0.205071 0.243509 0.194597 0.178069 0.176017 0.173328 0.164795 0.179061 0.15233 0.143866 0.188445 0.181143 0.14019 0.137998 0.154158 0.215757 0.184192 0.155088 0.134584 0.131596 0.142997
threshold=0.087545000000000026 -0.115685 0.005105000000000001 0.16699000000000003 0.064860000000000015 0.67964000000000013 -0.40274499999999996 0.10666500000000002 0.039665000000000006 -0.062769999999999979 -0.069144999999999984 -1.0000000180025095e-35 -0.54165499999999989 0.10056500000000002 -0.077544999999999989 0.077800000000000022 0.079945000000000016 -0.0073699999999999989 0.089350000000000013 0.092020000000000005 -0.06977499999999999 0.10817500000000001 -0.09361499999999999 -1.0000000180025095e-35 0.094045000000000004 -0.078644999999999979 0.085130000000000025 0.078150000000000011 0.12675000000000003 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 8 13 -4 14 9 17 11 -11 -13 -6 22 -16 -17 -2 19 20 -8 28 -3 25 -25 26 -24 -1 29 -14
right_child=2 7 6 -5 5 -7 18 -9 -10 10 -12 12 21 -15 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00033920941041647873 -0.00062171198877623867 -0.0012667964872277965 -0.0012683869280254443 0.00081938412642228425 -0.0011859157647993485 0.0010321440349944943 -0.0004681209398526506 0.00017843837398696637 0.0012066705381548405 -0.00097492218814275791 -0.00067018520449854506 0.0010215770448293356 -8.7354927540532341e-05 0.0003091063521218496 -0.0011891134603138601 0.00097144268006463578 -0.0007270187865471235 0.0010509136160173421 -0.00044036229845928487 -0.00072080480561826602 0.0010358929904786323 0.0010036391353773126 -0.0011741784030239756 0.00062852334363765064 -0.0012617520217387465 0.00066473567172002234 0.00026048410216901799 -0.00075935276810014949 -0.0013140282033433585 0.0011880788666264869
leaf_weight=1.1836736806726547 0.1064706200704677 0.20360012795572413 0.099702824256382772 0.50681370525853697 0.65796557653811749 0.11908467719331384 0.13742131623439457 0.66687083817669179 0.21027832437539462 0.26303309301147315 0.99193784755334569 0.31644772505387697 1.8147399371955542 0.14941151996026747 1.0016598940346741 0.1243489779299124 0.42053915323776891 0.40221561666112382 0.17311251745559264 0.12268083635717619 1.2503827445325442 0.20655886619351793 0.48826690611895163 0.51674899089266557 0.11394859792926582 0.15859344899217831 0.15300982384360395 0.20182256695989043 0.12372733093798149 0.14691698347451154
leaf_count=128 52 116 10 150 251 13 13 31 30 38 256 47 307 15 1103 8 145 41 12 10 323 10 438 122 64 33 39 65 8 32
internal_value=0 -0.000289259 0.00010475 -2.0426e-05 -9.76894e-05 -0.000659709 0.000527006 -0.000457942 1.59406e-05 -4.13288e-05 -0.000139048 4.44347e-05 0.000147228 -0.00090925 -0.000591366 -0.000889742 -0.000339413 0.000700825 0.000633329 0.000756382 0.000886964 2.65067e-05 -0.000308989 -0.000172672 0.000287006 -0.000535128 -0.000831865 0.000179184 -7.0279e-05 8.16783e-06
internal_weight=0 5.23308 7.7989 6.0156 5.50879 0.926462 1.7833 3.84759 4.58233 4.37205 3.86336 2.87142 2.60839 0.807377 3.18072 1.54655 0.544888 0.508686 1.6836 1.51048 1.3878 2.29194 1.63417 1.43057 0.630698 0.79987 0.641277 1.3855 2.08538 1.96166
internal_count=3910 2292 1618 1250 1100 279 368 2099 821 791 698 442 404 266 2068 1256 153 93 358 346 336 357 812 696 186 510 477 193 347 339
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=4 11 403 484 150 160 151 1213 475 376 3 4 13 1 3 0 13 48 0 12 42 43 16 3 12 50 148 401 48 15
split_gain=0.244914 0.23375 0.195747 0.197186 0.22895 0.192672 0.18863 0.17312 0.190042 0.140992 0.178971 0.191391 0.188288 0.142423 0.202589 0.193269 0.167143 0.158721 0.148214 0.177107 0.133711 0.132386 0.15848 0.145314 0.129675 0.17322 0.125165 0.146423 0.120685 0.15189
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 -0.0043499999999999988 0.097030000000000019 -0.217635 -0.27336999999999995 -1.0000000180025095e-35 -0.085719999999999977 0.048375000000000008 -0.12008499999999998 -0.49837999999999999 0.10153000000000002 0.10031000000000002 0.086245000000000016 -0.15007499999999999 -0.080179999999999987 0.086285000000000014 -0.070894999999999986 0.086865000000000012 -0.090359999999999982 -0.074254999999999988 0.041215000000000009 -0.075679999999999983 -0.071274999999999991 0.11901000000000002 0.087215000000000015 0.078330000000000025 -0.064549999999999982 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 -7 10 12 -12 -9 14 18 -15 -17 -16 19 -13 -11 23 -23 -18 -8 28 27 -5 -26 -30
right_child=6 -3 3 5 -6 7 24 9 -10 20 11 13 -14 15 17 16 21 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012226776117958776 -0.0010279974188243286 -0.001046700835302465 -0.0010755865514615042 -0.0011441679993529829 0.0007723916417100244 0.0012378662080880887 0.0011353995165640711 0.00091402257486694377 -0.0011406408625392692 -0.00034539286736160997 -0.001206181765811166 -0.0003487772189779601 -3.8865667341267087e-05 -0.00047667618401451656 0.00052701348556100027 0.00094797237814313686 -0.00024370492516813248 -0.00034654935351224062 0.00013331547947423387 -0.0012244294085149347 0.00081295107001291432 0.0003246064044855835 -0.0012336002437785235 0.00092417534930709687 0.0012308218735498754 -0.00099201083792135598 0.0010364874848120286 0.00084115956248257328 0.00049862561389033575 -0.00053484216519929814
leaf_weight=0.2285738766950044 0.14296986634144548 0.41082055839069731 0.52949741626070768 0.45439197123050235 0.12272426049457863 0.058833697810769081 0.31682122102938581 0.5940099165309165 0.32958118917303281 0.19493388175033033 0.22019547942908868 1.2027660235034945 0.64041593990987167 0.47581271010858506 0.79160327790304996 0.55639501241967093 0.26503822015365586 0.50711087672971189 0.54392172479859513 0.48034770681260863 0.61636524662026193 0.19672530831303403 0.19135174262919463 0.39325383643154055 0.22377722157398205 0.14440839551389206 0.054679402062902227 0.062842530562193133 0.89138198629370846 0.2770241490507046
leaf_count=435 20 175 516 303 19 4 183 42 447 11 63 311 36 26 45 86 38 35 114 483 112 22 30 60 58 14 6 19 148 49
internal_value=0 -0.000146004 -0.000107902 -8.10311e-05 -0.000727865 -3.32563e-05 0.000321192 1.41298e-05 -0.000780365 5.334e-05 -1.97583e-06 -9.13372e-05 0.000419667 -4.75347e-05 -0.000196749 0.000205568 0.000408106 0.000185912 -0.000419902 -0.000598682 0.000534631 0.000121039 -0.000443709 0.000453969 0.000425267 0.000278849 -0.00071753 -0.000902956 0.000410673 0.000253595
internal_weight=0 10.1222 9.71137 9.4828 0.652222 8.83058 1.99638 8.25866 0.388415 7.87025 7.05895 5.82452 1.23443 5.60433 3.52575 2.07858 1.60276 1.29871 2.22704 1.68311 0.811299 1.04637 0.388077 0.658292 1.85341 1.53659 0.571914 0.517235 1.39218 1.16841
internal_count=3910 3438 3263 2828 535 2293 472 1965 451 1514 1391 1313 78 1250 988 262 236 80 908 794 123 150 52 98 452 269 328 322 255 197
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=4 12 42 158 1 42 43 12 48 50 52 3 43 42 13 0 43 160 1 3 4 156 1 3 15 0 52 0 12 52
split_gain=0.374994 0.312487 0.255734 0.315094 0.303954 0.259074 0.255555 0.246322 0.256745 0.329693 0.222092 0.19018 0.317337 0.189445 0.179425 0.19722 0.249234 0.218004 0.15696 0.253853 0.172636 0.147733 0.131712 0.15534 0.255898 0.229497 0.21358 0.141343 0.126518 0.126094
threshold=0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.085110000000000005 0.13026000000000001 0.086700000000000013 -0.049504999999999987 -0.041094999999999993 0.11930500000000001 0.11901000000000002 -0.15154999999999999 -0.078669999999999976 -0.07526999999999999 -0.09602999999999999 -0.5337599999999999 -0.084074999999999997 0.0033500000000000005 0.083295000000000022 0.077800000000000022 -0.016619999999999996 -0.23071499999999998 0.094860000000000014 0.079945000000000016 0.13772500000000001 -0.16430499999999995 -0.23029999999999998 -1.0000000180025095e-35 -0.14534499999999997 0.099370000000000014 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 13 -2 9 -9 -4 -7 -13 -1 -12 16 17 -16 20 -20 -8 22 -21 25 -25 29 -27 -28 -17 -24
right_child=7 2 3 -5 -6 11 18 8 -10 -11 14 12 -14 -15 15 28 -18 -19 19 21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.00047533298225402342 0.0013838126280746254 -0.0010418375130352591 -0.0013803220445489396 -0.0013902821379225244 0.0011405954183528889 -0.0010375445022064334 0.0002202804444355993 0.00062242826455692212 -0.0010835001552630215 -0.0013988646285139033 -0.0014251859868280317 0.00060535553873368019 -0.0011524980529770816 0.00066637836090365919 -0.0012890074014608357 0.00075869715739979135 0.00060558179979029812 0.00022239392595065538 0.0011675731319542803 0.0011713640296699944 -0.0011759318264234605 -0.0011061419176221319 -0.0001533197460660739 -0.0011532882397523375 0.00081460672187686314 -0.0013664413785735806 0.00045312221857611839 -0.00065081520437883299 -0.0001604627252222593 0.00083540386468548226
leaf_weight=0.3347498835355508 0.40830518462462384 0.98790814085077627 0.20969524224347003 0.44674936242518004 0.30515092646237452 1.1015060729405362 0.24867912600166164 1.4348852332332178 0.25155729509424407 0.17012352775782336 0.14061789540573988 0.44781050889287144 0.34090658367495175 1.5074158431089015 0.47330678031721685 1.0421956349746326 0.41656415950274095 0.29012663496541791 0.30563199869356994 0.15702933818102005 0.50760948020615426 0.27301851179799985 0.66912921995390207 0.15575252333655953 0.62151872509275552 0.49681244351086262 0.34036489948630333 0.6110021210042752 0.38706936291418959 0.38183608558029003
leaf_count=34 192 889 155 228 31 546 13 192 29 13 5 108 331 207 301 81 31 43 19 5 71 67 33 9 86 79 16 49 18 29
internal_value=0 -0.000186263 -0.000397828 -0.000284251 -0.000188398 -0.000272018 2.46304e-05 0.000418385 0.000206064 0.000408181 -1.8436e-05 -0.000669059 -0.00015444 0.000458912 8.54161e-05 0.000166825 -0.000248568 -0.000714631 -0.000143145 -3.50032e-05 -0.000716836 -0.000134167 -5.68778e-05 -0.000115744 0.000420273 -0.000282453 -0.00063686 -0.000255866 0.000509773 0.000205903
internal_weight=0 13.2002 6.58961 5.6017 5.15495 4.8498 6.61055 2.26487 1.85657 1.60501 2.95958 1.89022 0.788717 1.84217 2.74988 2.60926 1.18 0.763433 4.76838 4.0121 0.756289 3.70646 3.43345 3.27642 0.777271 2.49914 1.44818 0.951367 1.42926 1.05097
internal_count=3910 3484 2767 1878 1650 1619 717 426 234 205 634 985 439 241 479 474 375 344 476 392 84 373 306 301 95 206 144 65 99 62
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=123 375 1 50 130 158 155 44 14 3 453 3 0 12 9 52 133 3 457 15 0 13 4 1375 16 47 133 1 38 133
split_gain=0.268676 0.35369 0.270959 0.269784 0.221504 0.225347 0.245329 0.21789 0.196303 0.224255 0.234251 0.192242 0.342763 0.269867 0.24125 0.232422 0.230848 0.237989 0.221805 0.188063 0.24128 0.208356 0.183658 0.181852 0.225276 0.193357 0.152082 0.147232 0.145926 0.147135
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.14000500000000002 0.086465000000000014 0.079100000000000018 0.084965000000000027 0.088680000000000023 1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 1.0000000180025095e-35 -0.100615 -0.10783 0.093125000000000013 -0.016839999999999997 0.11401500000000002 0.10599500000000002 -0.078669999999999976 -0.0015249999999999997 0.092175000000000021 0.15480500000000005 -0.16277999999999995 0.28937500000000005 -0.43271999999999994 0.041215000000000009 0.09585500000000001 -0.0023199999999999996 1.0000000180025095e-35 -0.073614999999999986 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 10 11 19 18 14 -14 16 17 -15 -13 20 21 -1 -7 -20 25 27 -3 -25 -16 -30
right_child=1 26 -4 -5 -6 22 -8 -9 -10 -11 -12 12 13 15 28 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00056307162610028149 -0.0014199300516123444 -0.00071759138854748635 0.0007137854812329338 -0.00090450286436425612 -0.0012854854998052582 -0.0010751470136771816 -0.0013846581863373596 -0.001401985180802062 -0.0010600384734854905 0.0013822781694999015 -0.0011728472094082332 -0.00064934448011972224 0.0014617206870022367 -0.0012746790364306934 0.00054946410878242973 -0.0014029180381822995 -0.0014111680982696944 0.00087168368894892227 -0.00050123753441488168 -0.00057347701228005065 -0.00020161403869079912 0.00091775894176621305 0.0013806505611406099 0.00018452231245636938 -0.00054512791962289906 -0.00022310225669833721 0.00078635448658835919 0.0012206317152568924 -0.0012509529988090325 -0.00036225704544715488
leaf_weight=0.20201835688203607 0.17449389002285887 0.13980981172062446 0.63966149010229933 0.95184786597383286 0.31058179948013354 0.64625808914570448 0.2552655813124155 0.21072275744518343 0.31282591160561501 0.23070469257072623 0.30411130763241168 0.43277146678883616 0.089107999156095796 0.11153269423812151 0.12923752446657122 0.165684162529942 0.12271813775441842 0.76651659478375211 0.3455764641985305 0.36585102719254781 0.70040895981946949 1.5772342792770264 0.062989911413751543 0.33865668531506221 0.2895109798409975 0.30842198152095068 1.3542113390576567 1.0919731699977999 1.0975159636146061 0.51630972891871341
leaf_count=14 8 38 129 663 396 271 189 27 59 58 70 37 12 46 12 114 81 94 15 24 31 163 22 32 15 19 288 80 600 303
internal_value=0 0.0004296 -0.000156712 -0.000203361 -0.000142605 -0.00010935 -5.61321e-05 -2.12045e-05 9.42732e-06 4.58481e-05 1.14187e-05 5.30494e-05 -9.02274e-05 -0.00041297 -0.000741588 0.000103197 0.000352545 0.000599046 0.000254558 0.000345369 0.000480936 0.000749624 -0.000857042 0.000419327 0.00057615 0.000762816 0.000645616 0.000975365 -0.000854224 -0.000966633
internal_weight=0 1.66852 12.576 11.9364 10.9845 10.6739 9.96468 9.70941 9.49869 9.18586 8.95516 8.65105 5.80553 2.99862 1.83217 1.16645 1.00077 0.878049 2.80691 2.84551 2.47966 1.77925 0.709248 2.37414 2.02856 1.73905 1.49402 1.43063 1.74306 1.61383
internal_count=3910 334 3576 3447 2784 2388 2095 1906 1879 1820 1762 1692 1460 1262 927 335 221 140 198 232 208 177 293 161 146 131 326 112 915 903
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=4 12 453 50 48 10 376 31 160 1348 11 3 42 48 3 13 2 156 1 47 13 13 2 3 156 40 2 160 4 43
split_gain=0.377441 0.281257 0.251896 0.278487 0.24579 0.254055 0.231036 0.216565 0.202545 0.215835 0.210052 0.239253 0.211844 0.19587 0.177454 0.160157 0.182171 0.158089 0.201852 0.177786 0.177075 0.314583 0.165637 0.287645 0.153132 0.152632 0.147328 0.152146 0.159703 0.141257
threshold=0.28937500000000005 -0.041094999999999993 1.0000000180025095e-35 0.11901000000000002 0.11379500000000002 0.043560000000000008 0.048375000000000008 -1.0000000180025095e-35 -0.092169999999999988 0.084895000000000012 0.077165000000000025 -0.12008499999999998 -1.0000000180025095e-35 0.087235000000000021 0.0066850000000000008 0.10153000000000002 0.089910000000000004 0.091280000000000014 0.10031000000000002 1.0000000180025095e-35 -0.52445999999999982 -0.082709999999999992 0.10457000000000001 0.10223 0.11896500000000002 -0.08347499999999998 0.075670000000000015 0.090735000000000024 -0.0031049999999999997 0.0047600000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 24 7 -1 -9 10 11 15 14 25 -13 16 -10 18 19 22 -20 29 23 26 -3 -8 -14 28 -28 -22
right_child=1 2 -4 -5 -6 -7 13 8 9 -11 -12 12 17 -15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011037636923907186 0.0010887593281113288 0.0010927115847724036 -0.0011087240984941731 -0.0011059905877895053 -0.00050897693429995008 -0.00031827101648502278 0.00059072071080626236 -0.00088524437158440819 -0.00018311368795563947 0.00068538742025576896 -0.0010526082480349873 -0.00095044740583958328 -0.0010458733461680188 0.00092360217777490898 0.00043099204378021133 -0.00031953553831513853 0.00091922070388404241 -0.00095263631121450445 -0.0010578902523977413 -0.0011057944303802508 0.001077785475859954 -0.00022967331849842133 -0.00093344258436667553 0.000503945640700291 -0.00039550868071519703 -0.00041491028324665535 -0.00045035895979504784 -0.00085468854739607198 0.00011640775507124575 -0.00019296163881924597
leaf_weight=0.10706738289445183 0.29602468739904031 0.62028334758360937 0.22969297436065961 0.19367653061635781 0.34167848527431488 0.28009251586627215 0.23804514034418389 1.1017232897720504 0.33643938819295083 0.21112715362687673 0.58162091457052234 1.3003528227272845 0.38710395526142161 0.24986250692745671 0.11892611812800158 0.78065665101166815 0.36762908630771562 0.52216236661479332 0.18789457180537317 0.44899287316366088 0.39582272348343406 1.3800383881025478 0.57194539663032617 0.45002169022336591 0.093190061626955867 0.68800453539006301 1.4292373344651357 0.54061842481314659 0.98343936739548365 0.13832538109272718
leaf_count=20 192 153 19 13 24 22 43 500 31 54 178 828 236 59 9 47 22 157 9 112 66 149 140 22 3 49 502 122 114 15
internal_value=0 0.00011258 -5.17391e-05 0.000107054 0.000283006 0.000555361 -0.000385396 -0.000429081 -0.000442496 -0.000398679 -0.000419636 -0.00038403 -0.000451457 7.30765e-05 -0.000834692 1.81031e-05 0.00039247 -0.000378307 -0.000334928 -0.000457188 -5.50927e-05 4.33409e-05 -0.000390431 -0.000308495 0.000898328 -0.000156408 -0.000417948 -0.000335642 -0.000219337 0.000748707
internal_weight=0 2.05464 1.75861 1.52892 1.33524 0.993566 13.5171 12.3411 12.2341 11.1324 10.9212 10.3396 8.85488 1.17591 1.41928 1.48473 0.704068 7.4356 6.91344 4.81136 2.10208 1.91419 4.36237 3.79042 0.713473 0.92605 3.3404 2.9533 2.41268 0.534148
internal_count=3910 426 234 215 202 178 3484 3333 3313 2813 2759 2581 2481 151 837 100 53 1644 1487 1248 239 230 1136 996 156 92 974 738 616 81
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=4 12 376 42 453 50 31 48 10 156 1348 2 484 11 3 48 0 3 16 13 43 3 0 44 3 12 3 2 48 51
split_gain=0.381624 0.294578 0.277945 0.292078 0.244989 0.22904 0.219841 0.209752 0.236706 0.236238 0.207672 0.193136 0.1673 0.160124 0.242379 0.255019 0.215077 0.272298 0.216689 0.18654 0.176948 0.379966 0.201011 0.194022 0.160322 0.144875 0.27087 0.142584 0.128984 0.128933
threshold=0.28937500000000005 -0.041094999999999993 0.048375000000000008 -0.090359999999999982 1.0000000180025095e-35 0.11901000000000002 -1.0000000180025095e-35 0.11379500000000002 0.043560000000000008 0.11896500000000002 0.084620000000000015 0.17730000000000004 -0.0043499999999999988 0.080320000000000016 -0.100615 0.082070000000000018 -0.10783 0.24227500000000002 -0.094359999999999986 -0.068824999999999983 -0.074254999999999988 -0.078669999999999976 -0.070894999999999986 0.13998500000000003 0.045635000000000002 0.085250000000000006 -0.084129999999999996 0.106285 0.3133200000000001 0.11975000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 7 -1 8 9 -3 11 12 28 14 15 19 18 20 -16 -14 21 25 29 -22 -20 26 -18 -21 -8 -23
right_child=1 4 3 -5 -6 -7 10 -9 -10 -11 -12 -13 13 -15 16 -17 17 -19 24 27 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012934200714594789 0.0012766675707789931 0.0012804388441701553 -0.00082368537040565493 0.00056097108858827176 -0.0012966536475802167 -0.0012937992882396726 -0.0011835402740534202 -0.00061202806943303227 -0.00035469177100712568 -0.00073711387997009155 0.00061017112048229933 0.0011315375557409695 0.00053295249719489653 -0.0012807599949591129 -0.00061966328896082012 0.00075072538063863817 -0.0012760583721303062 0.0012790716825573137 0.0010068325335731974 -0.00076079029596845158 -0.0010834039829541943 -0.0010243349728382397 0.00063804452144961444 0.0013454556675689222 -0.00014663276819276865 -0.0012816709185494966 0.00069340428279553352 0.00025465102233151652 0.0013154035103928208 0.00089511882042887466
leaf_weight=0.10727645445148937 0.30869525216985527 0.60576551046688176 0.35272031044587493 0.80283854127628618 0.22691780631430436 0.1649441358167677 0.88711013502324121 0.31708093942143012 0.31164808466564864 0.11036734562367201 0.2511027918953922 0.10805049877672068 0.31949628569418598 0.43287042852898672 1.705140289035626 0.43822091944457486 0.25029515656933654 0.1028897413634694 0.24053467775228632 1.0516865713434453 2.4997028262078191 0.2701835641200887 0.50025253903003708 0.054049085825681575 0.99841672781622037 0.83811734897608403 0.20380625071993586 0.28210904751904298 0.034518525004386902 0.071109569515101612
leaf_count=20 192 153 17 134 19 13 573 24 22 3 59 42 28 155 159 33 109 19 37 130 1280 95 56 1 88 396 20 22 1 10
internal_value=0 0.000135011 -0.00045497 0.000138322 -6.79138e-05 0.000116761 -0.000513834 0.000289763 0.000567975 0.000969502 -0.000530635 -0.000556011 -0.00057232 -0.000525818 -0.00049256 -0.000109497 -0.000596145 -0.00076195 -0.000326361 -0.000337507 -0.00080675 -0.000537166 0.00012605 -0.001032 7.73053e-05 -0.000969079 -0.00039214 -0.000546016 -0.00108995 -0.00062441
internal_weight=0 2.04542 12.8025 1.15556 1.73672 1.50981 11.6469 1.34486 1.02778 0.716133 11.5397 11.2886 11.1805 10.2589 9.82601 2.09151 7.7345 4.79041 2.94409 1.65329 4.68752 2.13376 0.841546 2.55375 1.23895 1.29222 0.454101 1.3338 0.921629 0.341293
internal_count=3910 426 3484 151 234 215 3333 202 178 156 3313 3254 3212 2638 2483 213 2270 1986 284 180 1967 686 161 1281 125 525 129 152 574 105
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 12 40 50 42 484 1 42 48 43 49 33 52 1374 3 150 43 2 453 16 16 157 123 12 3 376 4 1 16 16
split_gain=0.34128 0.335121 0.348935 0.287804 0.284762 0.245608 0.234493 0.232158 0.383025 0.40312 0.24425 0.238038 0.236938 0.262755 0.230122 0.218644 0.248557 0.254223 0.207622 0.225785 0.211389 0.22029 0.204024 0.199892 0.185887 0.18447 0.176766 0.188628 0.175771 0.27287
threshold=0.099595000000000017 -0.071274999999999991 0.34489500000000001 0.086465000000000014 -1.0000000180025095e-35 -0.0043499999999999988 1.0000000180025095e-35 0.084100000000000022 0.086870000000000017 -0.24333999999999997 -0.085974999999999982 1.0000000180025095e-35 -0.11271999999999999 -0.094679999999999986 0.31335500000000011 0.083205000000000015 -0.054854999999999994 -0.0098549999999999974 1.0000000180025095e-35 -0.072804999999999981 0.67964000000000013 -0.062769999999999979 0.11662000000000002 -1.0000000180025095e-35 0.10223 0.091535000000000019 0.0057500000000000008 0.11866500000000001 -0.035699999999999989 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 24 25 10 9 -9 -7 -11 -12 -14 18 16 -15 -18 19 -3 21 26 -5 -23 -6 -1 27 -21 -19 -30
right_child=1 14 -4 22 5 7 -8 8 -10 11 12 -13 13 15 -16 -17 17 28 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001534939403948461 0.0011406631482080831 0.00031098379705129961 -0.0015493309238401132 -0.0015286619763046478 -0.0015418017337833769 -0.00075503913293564881 0.00014731231418915676 0.0006891832520366189 0.00047815270983103333 -0.0012991378353026961 -0.0010277782710869209 0.0012473487445588374 -0.00090529525554541661 0.0011670665482023585 0.0015276476950056991 0.0012997797077937969 -0.0015251197803014768 -0.00021247719204694403 -0.0014105695770444075 -0.001335267874262198 0.0012434781603237826 0.00040907168284826919 0.001550581804158375 -0.00086438200578251641 0.0015570309794152549 0.00066460210338336093 0.0015476448813971657 0.00093673090141052249 0.0010814498209094242 -0.00033130026212364557
leaf_weight=0.80516115031787261 1.1090431006450669 2.7836472707567732 0.12308471370488394 0.58133051387267265 0.40081561187980597 0.62139672803459678 0.36260903334186878 0.33936730423010808 0.76713564145029511 1.380534325202462 0.30742348937201303 0.089824625756591669 0.35171037510735903 0.62954772874945852 0.21938804665114719 0.60567681828979392 0.20225359278265465 1.0959895339328802 0.24805343674961466 0.17355906066950488 0.18929382413625706 0.34113941877149145 0.054031539708375931 1.6672363244288122 0.05002477765083313 0.09829757921397686 0.20571179199032485 0.16261639655567706 0.91888420365284929 0.47725084493868053
leaf_count=698 306 236 8 573 300 47 66 28 100 699 72 11 29 34 66 38 43 63 24 49 19 21 3 242 2 6 26 22 54 25
internal_value=0 0.000152022 0.000871943 -0.000279128 -0.000213099 -0.000110241 -0.00088236 -4.72661e-05 -0.000419412 -0.000799886 0.000136792 -0.00114357 0.000257562 0.000349857 3.95168e-06 0.000462197 0.000309575 0.00010922 -5.397e-05 6.95649e-06 -0.000301964 -0.000416675 -0.0012668 -0.000648075 -0.00119796 -0.00129563 0.000440957 -0.000236246 0.000241858 0.000598519
internal_weight=0 7.22277 1.23213 10.1393 9.5039 8.23784 1.26607 7.787 2.57686 1.80973 5.21013 1.47036 4.58874 4.28131 5.99065 3.9296 3.32393 2.69438 5.77126 5.5232 2.73956 2.55026 0.635362 2.00838 0.45084 0.903459 0.541887 0.336175 2.49212 1.39614
internal_count=3910 1019 314 2891 2315 1545 770 1243 838 738 405 710 358 286 705 257 219 185 639 615 379 360 576 263 302 704 97 71 142 79
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=39 3 51 133 483 4 158 453 155 1348 16 49 15 3 133 47 43 43 41 50 52 1444 1 122 124 13 34 42 42 15
split_gain=0.0636551 0.0789343 0.0770575 0.0674254 0.0720231 0.0858693 0.0721478 0.109519 0.086518 0.0804866 0.0679816 0.0712354 0.0816961 0.0720637 0.119171 0.102002 0.0943882 0.102508 0.0828064 0.0749104 0.0675109 0.0696009 0.0672961 0.0933692 0.0878726 0.0658735 0.0653704 0.0650182 0.0911706 0.0725121
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.10681500000000001 0.080590000000000009 0.62104500000000018 0.084965000000000027 1.0000000180025095e-35 0.088680000000000023 0.084895000000000012 -0.54165499999999989 -0.085974999999999982 0.10363000000000001 0.13772500000000001 0.086975000000000011 0.13177500000000003 -0.074254999999999988 -0.00084499999999999994 0.078150000000000011 0.087260000000000018 -0.18817999999999999 -0.10662999999999999 0.11353000000000001 0.12621500000000005 -0.52484999999999993 -0.093439999999999981 -1.0000000180025095e-35 -0.0060199999999999993 0.060615000000000009 -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 3 -2 4 6 -6 7 8 9 10 -1 -12 13 14 15 16 18 -18 -13 26 -8 -22 25 24 -24 -4 -19 -27 -29 -30
right_child=2 -3 22 -5 5 -7 20 -9 -10 -11 11 12 -14 -15 -16 -17 17 19 -20 -21 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.0025203062125404136 -0.0034659353772069751 0.0027036098435496499 -0.0025344648493254786 -0.0030591656785574238 -0.0032480716515878184 0.0034629520185210914 0.0029544469587047383 -0.0032589089759856344 -0.0034506950884269014 0.0029624533627040008 -0.0013218769697445915 0.0016715997082331696 -0.002995303399177788 0.0017767733514451494 -0.0033643120158585336 -0.0030080619016963879 -0.0027378359378369228 -0.0024726956405686476 -0.0016066235810021977 -0.0027490376934296555 0.0034933986917472801 -0.0034297928778585312 -0.0034757013372958517 -0.0034936370109616408 0.0034672013587817466 -0.0013273183624048235 0.00050182361723688756 0.0031974867388416656 0.0030799627579949991 -0.0013867013228841896
leaf_weight=0.12204456934705366 0.050222407782712253 0.10227043267877878 0.086071564059238881 0.10609434593789036 0.16694828446361487 0.026052868459373713 0.027671423529682215 0.12523455377595372 0.083812854758434585 0.1112187606304359 0.48093962338680407 0.72912239730795025 0.097953217760732403 0.30642462169635099 0.11775964773005387 0.11441327402644663 0.16321958418666671 0.093139590811918915 0.10407637894968502 0.1005799204995127 0.01895834413880948 0.18135138690013253 0.023582766531035304 0.030294895172119141 0.24961735776741989 0.13755801990191685 1.4001724223953631 0.18260663498222118 0.059981647049426101 0.15138098422903568
leaf_count=44 20 123 24 502 309 14 11 58 195 53 132 317 160 44 172 22 420 32 30 128 2 244 4 2 209 52 439 83 27 38
internal_value=0 -0.000284314 0.000681111 -0.000349648 -0.00028676 -0.00234216 -0.000196151 -9.27088e-05 5.8079e-06 7.93158e-05 -4.41055e-06 -8.75132e-05 9.64596e-05 0.00019325 2.13337e-05 0.00016874 0.000309058 -0.000142867 0.00126211 0.000122866 -0.00207918 -0.00277455 0.000907228 0.00223288 0.00286789 0.000255788 0.000316299 0.000707621 0.00141814 -0.000119127
internal_weight=0 4.77946 0.971316 4.67719 4.57109 0.193001 4.37809 4.15011 4.02488 3.94106 3.82985 3.7078 3.22686 3.12891 2.82248 2.70472 2.59031 1.75711 0.833199 1.59389 0.227981 0.20031 0.921094 0.303495 0.2732 0.617599 1.49331 0.531527 0.393969 0.211363
internal_count=3910 3451 459 3328 2826 323 2503 2246 2188 1993 1940 1896 1764 1604 1560 1388 1366 1019 347 599 257 246 439 215 213 224 471 200 148 65
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=4 11 3 160 376 151 31 0 3 0 3 43 3 42 1 15 148 43 15 2 52 150 16 12 12 14 47 133 1374 15
split_gain=0.32351 0.288234 0.257582 0.26387 0.256844 0.229514 0.224965 0.246685 0.272322 0.256197 0.236393 0.324496 0.218361 0.189964 0.18691 0.222676 0.179265 0.16881 0.166262 0.165279 0.208439 0.163017 0.1621 0.156193 0.154078 0.189653 0.250562 0.147704 0.142355 0.150624
threshold=0.28937500000000005 0.080455000000000013 -0.14539499999999997 -0.217635 0.048375000000000008 -0.27336999999999995 -1.0000000180025095e-35 -0.10575999999999998 0.13772500000000001 -0.070894999999999986 -0.115685 -0.074254999999999988 -0.078669999999999976 -0.090359999999999982 1.0000000180025095e-35 -0.017214999999999998 0.087215000000000015 -0.049504999999999987 -1.0000000180025095e-35 0.106285 0.095040000000000027 0.082085000000000019 0.15100500000000003 0.092365000000000017 -0.041094999999999993 -0.46879999999999994 0.096475000000000019 0.084285000000000013 -0.094679999999999986 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 -2 -5 14 9 -9 -11 12 23 -6 27 17 -4 -16 -1 20 -20 -19 -10 -12 -7 -26 -27 -8 -23 -30
right_child=5 -3 3 4 13 24 7 8 22 10 11 -13 -14 -15 15 -17 -18 21 19 -21 -22 28 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.001166642411902404 -0.0011402615893045078 -0.0011096704685873316 -0.0011986020836854505 0.0013277718028000443 -0.00052313812997479832 0.001276658643829646 -0.0010159564643876073 -0.00083581028003499387 0.00098032421520064038 0.00061733030400347997 0.00023534330412377233 -0.0010334044060451451 0.00056516891562795996 0.00076044486945809535 0.00070224051297625026 0.00066777304465372471 0.0010612001252565089 -0.00069764671999940266 0.00044589625760325463 0.00089680101499166396 -0.0013455168465184141 -0.00048781341700108359 -0.00028935585230720673 -0.0012964079378054703 -0.00066777480898758731 0.00087497246593811861 -0.00035600610058500188 0.00020967592867372333 0.0011962190543581166 -7.3389422894744557e-05
leaf_weight=0.3628477533638943 0.14880820474354584 0.50190943184134162 0.57642721149750009 0.15129579626954104 0.24190068407915533 0.33453417490818549 0.44585090845066 2.1852558936297948 0.32785378678818222 0.43222808491555076 0.19030097583890893 0.79416715139816108 0.57280748873017728 0.79506757622584767 0.36990006838459644 0.92792355013079886 0.062601034122053534 0.73223654029425223 0.22420628997496972 0.2606986325699836 0.1956610873749014 0.41542460443452001 0.31926409585867077 0.24489737555268221 0.25695549789816152 0.93361831261427164 0.37196457129903138 0.24513233258039691 0.26419950020499527 0.3487236234359441
leaf_count=28 20 175 334 16 14 191 80 1769 39 21 36 311 87 125 35 69 6 67 51 12 20 18 19 65 23 169 23 39 10 38
internal_value=0 -0.000168528 -0.000128109 -0.000187065 -0.000136593 0.000376506 -0.000205699 -0.000232015 -0.000414519 -0.000527031 -0.000225043 -0.000427075 5.06268e-05 0.000461015 1.46131e-05 0.000149214 -0.000977225 -7.66424e-05 0.000473269 0.000103594 -0.000388915 -0.000240286 0.000353911 -0.000626613 0.000495482 0.000328235 0.000524263 -0.000581153 8.53779e-05 0.000473873
internal_weight=0 12.1888 11.6869 10.6435 10.0044 2.04588 8.96746 8.81617 5.06677 4.41966 2.2344 1.80217 1.00801 1.03697 3.74939 3.05841 0.639028 2.13048 1.04341 0.680566 0.419867 1.76058 0.647118 0.435198 1.89707 1.56254 1.30558 0.690983 1.02835 0.612923
internal_count=3910 3484 3309 3198 2858 426 2719 2703 2347 2289 520 499 188 139 356 237 340 168 111 83 71 133 58 101 406 215 192 119 66 48
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=31 2 484 123 150 401 1 44 13 132 2 151 15 40 1 8 41 133 14 3 403 39 4 15 128 52 15 15 52 15
split_gain=0.305723 0.313225 0.289278 0.270392 0.224234 0.218667 0.209961 0.219752 0.21293 0.314464 0.261469 0.230211 0.239145 0.221971 0.195393 0.193957 0.217874 0.197702 0.214066 0.197271 0.196766 0.202447 0.24233 0.254568 0.26692 0.220279 0.217763 0.203801 0.208845 0.177527
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.087855000000000016 0.081245000000000026 0.083100000000000021 0.14000500000000002 0.081835000000000019 -0.089899999999999994 0.084925000000000014 0.10393500000000001 0.16127000000000002 -0.16430499999999995 -0.083709999999999993 0.096035000000000023 0.091215000000000004 0.080335000000000018 0.08845500000000002 0.07802000000000002 -0.12008499999999998 -1.0000000180025095e-35 0.005105000000000001 -0.23071499999999998 -0.0058549999999999991 0.085885000000000017 -0.08799499999999999 -0.050004999999999994 -0.064869999999999983 -0.089799999999999977 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 7 8 10 11 -3 12 -10 -14 -12 16 17 18 19 -4 -21 22 -22 26 -25 -23 27 28 -24 -6
right_child=1 3 5 -5 29 -7 -8 -9 9 -11 14 -13 13 -15 -16 -17 -18 -19 -20 20 21 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00093859669589230893 -0.0011460979043796844 0.0010889180177796652 0.00048984786467495454 0.00099513564978602649 0.0010276928425802278 -0.0012272434142687068 0.00097706768594548344 -0.0010776982257627115 0.00012590326341302942 0.00076782717206001772 -0.00085858862446023393 0.001141832341327587 0.0010997019725198258 -0.00088627598766123801 0.00045173762644690397 0.0010987906395711455 -0.0010271125087193997 -0.00093938339481887509 -0.0010803968754377366 -0.0010258193855814284 -0.0012988301160320858 -0.00037922857369105767 -0.0012873382264320578 0.00048825818411242635 -0.0013292805555663778 0.001083995535894218 -0.0012028798775868214 0.0011040159366218336 -0.00013054780682707879 5.1420652756040734e-05
leaf_weight=0.45150092119001684 0.57350455212872198 0.48056690645171263 0.9525976965669497 0.49204901471966866 0.56165205436991528 0.32961692207027304 0.27212559353210952 0.39192941860528652 0.65022784442408044 0.40451728057814751 0.3205404668697156 0.14032514614518721 0.095839689194691213 1.6345771264605002 0.4268319844850339 0.18831299955490965 0.48496603142120864 0.47640801194211224 0.3368164689891272 0.37200666776333946 0.28689473131089016 0.2592694447375834 0.29199120789416788 1.3877219082642267 0.14340900622482866 0.45762018242385227 0.39288856653729487 0.18279294403328084 1.7906692037795431 0.64223539730301105
leaf_count=113 472 20 63 132 82 255 67 31 60 83 35 9 11 501 61 38 76 456 44 356 45 13 75 261 48 46 143 13 215 86
internal_value=0 -0.000120235 -0.000274806 9.11491e-05 1.72779e-05 -0.000214847 -0.000105074 -0.000169861 -8.41948e-05 -0.000270245 0.000359058 -0.000436815 -0.000529867 -0.000776282 -0.000110248 -0.000173157 -0.000203802 -0.000149339 -9.44298e-05 -4.3479e-05 -0.000134768 -7.09394e-05 -0.000171153 -9.39295e-05 0.000318024 0.000554808 -0.000331203 -0.000180032 -0.000292731 0.000506883
internal_weight=0 15.4209 8.90749 6.51342 6.02137 8.33398 4.81748 4.54536 4.15343 2.92549 1.22794 2.52097 2.38064 1.73042 0.747372 8.00437 7.81605 7.33109 6.85468 6.51786 5.56526 5.19326 4.47637 4.18947 1.53113 0.71689 2.65834 2.26545 2.08266 1.20389
internal_count=3910 3797 2619 1178 1046 2147 878 811 780 664 116 581 572 512 96 1892 1854 1778 1322 1278 1215 859 800 755 309 59 446 303 290 168
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=4 11 403 484 151 150 50 1213 475 160 52 133 1 0 13 3 13 43 49 0 16 49 2 39 15 151 0 9 47 16
split_gain=0.397369 0.2986 0.260906 0.266979 0.257325 0.230938 0.219513 0.21311 0.221858 0.21036 0.173984 0.200851 0.175658 0.331784 0.236706 0.195797 0.194173 0.191245 0.18247 0.202469 0.197689 0.173736 0.204228 0.18757 0.160399 0.160132 0.228569 0.143255 0.138448 0.152189
threshold=0.28937500000000005 0.080455000000000013 -0.092224999999999988 -0.0043499999999999988 -0.27336999999999995 0.094545000000000018 0.11901000000000002 -1.0000000180025095e-35 -0.085719999999999977 -0.217635 -0.42985499999999993 -0.26719999999999994 0.099595000000000017 -0.15713499999999997 -1.0000000180025095e-35 -0.115685 0.049070000000000009 0.083940000000000015 -0.085974999999999982 -0.10783 -0.094359999999999986 1.0000000180025095e-35 0.08400500000000001 0.08512500000000002 0.024640000000000006 -0.083559999999999982 -0.024394999999999997 -0.016839999999999997 0.096475000000000019 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4 28 8 -5 -9 -11 -12 15 -14 -15 16 -13 -18 -17 20 -20 22 23 27 -16 -24 -27 -21 -6 -30
right_child=4 -3 3 7 6 -7 -8 9 -10 10 11 12 13 14 24 18 17 -19 19 21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014393586810905643 -0.0012785009251853985 -0.0012422615422581866 -0.0012520580482178341 0.0014590360517960307 0.00097962504630918048 0.00068821467844796245 -0.00087275725377094582 -0.00079845024836227739 -0.0013544331843802799 -0.00095725190165128196 -0.0014442309652523094 0.0013712115826030494 -0.00057995856604880374 0.001082225526636072 0.00054545060901882469 -0.00096086072925929001 0.00067373049218758516 -0.00067577292019838065 -9.3049490867649163e-05 0.00026385902051311629 0.00096470822834574617 -0.0012864733836039431 -0.0014461525379326904 0.0014495717337676276 -0.00072618478483872032 0.00068839883615736048 -0.00038861646265664568 -0.0014453432667449401 0.00091889979086180339 -0.00069403137437369883
leaf_weight=0.31562997969740081 0.16235510772094164 0.54242028281441967 0.68531949944735338 0.066671449691057205 1.3741372226359101 0.15467973588965833 0.18954940780531604 0.64725258894031412 0.42654609806049038 0.34145632747094623 0.17300164906918603 0.36111245723440422 0.54457537108100984 1.2380029284395282 0.61130489548668232 0.51339354063383513 0.53161132827517577 0.36392093962058425 0.82363934814929962 0.12805699836462736 0.65060823643579213 0.31536735156259954 0.12801749035133303 0.066848010290414095 0.30630347854457796 0.93030999721667385 0.71840130630882049 0.47531981066281703 0.23309384100139141 0.24880032736109559
leaf_count=444 20 175 519 4 348 21 18 297 484 213 144 17 25 216 45 79 40 10 55 4 35 145 47 8 30 189 51 187 17 23
internal_value=0 -0.000202288 -0.000153309 -0.000117072 0.000459548 -0.000894771 0.000597494 -5.4026e-05 -0.000974118 -8.04079e-06 4.74392e-05 8.60727e-05 0.000116479 0.000420331 0.000673035 -2.01126e-05 0.000483348 0.000125328 -0.000153308 -5.5447e-05 0.000373755 -0.000284512 -0.000155377 -0.000830035 0.000120971 9.91198e-05 0.000219106 -0.00108259 0.000747646 8.61489e-05
internal_weight=0 12.0598 11.5174 11.2017 2.20794 0.839999 2.04558 10.3617 0.493218 9.8685 9.22125 8.8798 8.70679 2.70019 2.15561 6.00661 1.25664 0.895532 4.74996 4.23657 1.47425 2.76232 2.44695 0.670225 0.917608 1.77673 1.64871 0.603377 1.85603 0.481894
internal_count=3910 3484 3309 2865 426 540 406 2325 488 1837 1540 1327 1183 316 291 867 67 50 800 721 90 631 486 199 75 287 240 191 388 40
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=1 0 1429 2 3 11 4 14 31 16 0 2 105 3 4 47 0 3 2 12 12 42 124 43 3 133 133 52 160 4
split_gain=0.303229 0.347513 0.253223 0.244662 0.307181 0.517923 0.303105 0.284738 0.250055 0.257821 0.46841 0.186189 0.181537 0.179521 0.230067 0.333244 0.22875 0.171947 0.161602 0.160926 0.145537 0.216677 0.184573 0.144038 0.216212 0.125118 0.295503 0.12135 0.116998 0.164702
threshold=0.076710000000000014 -0.070894999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.082730000000000012 0.080455000000000013 0.28937500000000005 0.073890000000000011 -1.0000000180025095e-35 -0.17157499999999998 -0.068039999999999975 0.083795000000000022 0.080140000000000003 0.16699000000000003 0.0057500000000000008 0.09585500000000001 -0.18087499999999998 0.11476000000000001 0.11339500000000001 0.051320000000000005 0.098845000000000016 -0.089024999999999979 0.11158000000000001 -0.075819999999999985 -0.073984999999999981 0.083815000000000014 0.084630000000000025 -0.0041199999999999995 0.086110000000000006 -0.019454999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 5 7 -7 -5 12 -10 -11 -6 -4 14 28 18 -15 25 -16 -12 21 -3 -22 -21 -25 -1 -27 -20 29 -13
right_child=2 20 3 4 11 6 -8 -9 9 10 19 13 -14 16 15 -17 -18 -19 27 23 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0010464190168110842 -0.00094851641147434423 -0.0012014006891831919 0.0011437906380845908 0.0010595699289955079 0.00119546555664346 -0.0011833996474055984 0.00054809862356145031 -0.00057004526952484605 0.00015122258786199266 -0.0011598995490242113 0.00057369715289436109 -0.00080283293313617625 -0.00085785566928301663 -0.00067462309156117938 0.00075946352407844258 -0.0009446692591399856 0.0010314688642547023 0.00017807291320384066 -0.00083327751090069761 -0.0011952677939160881 -0.00096565333377729348 0.00026263084100598493 0.0012166594443984305 0.00078338299539058593 -0.0011802661277282901 0.00086370202358990622 -0.0008492801549255676 0.00039410095980129219 -0.0011931406526763315 0.00033357455852172128
leaf_weight=1.0707557985442684 0.32829730093362641 0.15102230981574405 0.30987684804131133 1.5443613932002338 0.17531454318668727 0.30471147822390765 0.25492985465098172 0.16271622708882194 1.2577586995321319 0.86955451441463016 0.41869241656968503 0.42974897206295348 0.077831872622482479 0.14851011140854098 0.70898412901442476 0.3171354639052878 0.39453830261481915 0.29209618805907656 0.19526417646557093 0.1960856476216577 0.3447211219681775 1.7137159632984567 0.062921054661273956 0.21209060619003139 0.12085035920608789 0.18471763785055362 0.5497775193725829 0.25505125534255058 0.31702458369545639 0.2954942430369556
leaf_count=904 124 32 98 275 8 106 34 42 110 564 45 79 4 23 44 40 118 13 12 30 173 159 2 34 31 19 706 30 32 19
internal_value=0 -0.000312036 6.22134e-05 9.922e-05 0.000252744 0.000583546 -0.000394661 0.000904237 -0.000144795 -0.0002566 -0.00053886 2.11031e-05 0.000741964 -4.61404e-05 -0.000177884 0.000119657 0.000564896 -0.000655981 0.000410812 3.09589e-05 5.41668e-06 0.000144061 -0.000628805 -0.000398585 7.06209e-05 -0.000790933 -0.000418484 -0.000138111 -0.000599368 -0.000339813
internal_weight=0 4.36973 9.29482 8.96653 5.50378 2.26672 0.559641 1.70708 3.46274 3.07503 1.81727 3.23707 0.387709 3.06175 2.5187 1.47644 0.543048 2.09735 1.1593 0.947719 2.27238 1.86474 0.407642 0.529027 0.332941 1.80525 0.734495 0.450315 1.04227 0.725243
internal_count=3910 2008 1902 1778 862 457 140 317 916 814 704 405 102 397 256 126 141 1642 86 140 366 191 175 95 65 1629 725 42 130 98
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=1 0 1186 39 51 46 106 122 3 48 50 2 51 457 0 3 15 448 9 15 9 159 42 51 43 42 52 15 151 52
split_gain=0.0643739 0.125038 0.0695875 0.0716395 0.0747391 0.0723602 0.0762244 0.0854883 0.0700938 0.0713582 0.101974 0.112275 0.0867755 0.0810432 0.0895599 0.111258 0.103502 0.0691065 0.0677418 0.0639726 0.0798879 0.0786899 0.063947 0.0727415 0.0719039 0.0708974 0.080948 0.0614623 0.109208 0.0922901
threshold=0.076710000000000014 -0.084074999999999997 0.084100000000000022 0.005105000000000001 -0.40274499999999996 0.086210000000000009 0.092305000000000012 0.089350000000000013 0.31335500000000011 0.12675000000000003 0.11413000000000002 0.11542500000000001 0.14083500000000002 -0.0015249999999999997 -0.10575999999999998 -0.12817999999999996 -0.053579999999999996 -0.080249999999999988 -1.0000000180025095e-35 -0.064869999999999983 -0.016839999999999997 -0.45822499999999994 -0.089024999999999979 -0.031524999999999991 -0.077664999999999998 1.0000000180025095e-35 0.11401500000000002 -0.095799999999999982 -0.08323499999999999 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 17 9 10 11 13 -11 -2 27 -16 19 -6 -18 20 -17 -22 -3 -24 -25 26 -26 29 -29 -15
right_child=2 22 -4 4 5 -7 -8 -9 -10 12 -12 -13 -14 14 15 16 18 -19 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0023048813846069925 -0.0026347560982413723 -0.0033393941525534346 0.0039102759109922881 -0.0041532015890428098 -0.0031879519860921065 -0.0027293690131879583 -0.0021932966759389745 -0.0018241987062976811 0.0031182624903246031 -0.0042011274351793498 -0.004139767983642381 0.0027168749873524725 5.3129714438172026e-05 -0.0028458346991876225 0.00093181356999461171 0.004256352212280004 0.0041362434228373116 0.0033180409946144459 -0.0041431570082369655 0.0025926861835380722 0.0034921074906637873 -0.0039615996159506591 -0.0041391223589409172 0.0016018905830891678 0.0005308287377083406 -0.0041354177044174052 -0.0041811359773259848 -0.0021546468872350143 0.0024380591406621336 0.00091821414908437959
leaf_weight=0.60677655414110621 0.21258303231298059 0.093966109360735461 0.082216699986019992 0.041759546526009217 0.029314947372768074 0.062402148440014571 0.068921939600841142 0.072136651375330985 0.10441190177152737 0.16731826834438823 0.10148373399715627 0.24546920799184579 0.15811915171798319 0.15977192408172414 0.35422945037135167 0.033681198838166893 0.017793706152591349 0.49705975886172371 0.2873098547224695 0.092689273711587417 0.02896833186969161 0.14045027034080704 0.062871868300135136 0.49990887531566819 0.57031823990655539 0.0781146040353633 0.069332750686953659 0.10539443782181479 0.52544766119172226 0.35776081502262969
leaf_count=1009 64 210 31 10 4 12 20 12 122 49 117 115 20 27 148 2 4 319 464 14 2 132 133 203 164 252 37 25 129 60
internal_value=0 -0.000747977 0.000161671 8.19192e-05 0.00120439 0.00151093 0.00190738 0.0023796 -0.000198107 -0.000313976 -9.1543e-05 6.884e-05 -0.00213413 -0.000211811 3.30556e-05 -0.000898596 -0.00197763 0.00295571 -0.0036603 -0.000241976 -0.00153564 -0.00268711 -6.06832e-05 0.000179908 0.000402911 -0.000432153 2.00917e-05 0.000807925 0.00167076 -0.000243817
internal_weight=0 1.98129 3.94669 3.86448 0.771595 0.729835 0.667433 0.598511 3.09288 2.98847 2.66303 2.56155 0.325437 2.31608 2.1035 0.955122 0.600893 0.526375 0.305104 0.295789 0.2031 0.169419 1.37451 1.28055 1.21767 0.717766 0.639651 1.14837 0.630842 0.517533
internal_count=3910 2008 1902 1871 377 367 355 335 1494 1372 1303 1186 69 1071 1007 766 618 323 468 150 136 134 999 789 656 453 201 241 154 87
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=1456 1213 475 472 146 1 375 43 376 12 151 1 52 133 132 42 52 50 15 1 3 49 48 12 13 15 13 42 457 13
split_gain=0.0637035 0.05997 0.0721627 0.0587915 0.0600219 0.0725018 0.0738184 0.069653 0.0701643 0.0812029 0.0725422 0.0819943 0.0798505 0.0840592 0.0775836 0.141229 0.0948229 0.084118 0.0711803 0.108466 0.168942 0.0986942 0.0839435 0.0670566 0.0977302 0.0983265 0.0842733 0.101267 0.0739256 0.0668797
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.10949000000000002 0.12811000000000003 -0.40343999999999997 0.24789500000000006 0.048375000000000008 0.11655500000000001 -0.52174999999999983 0.11368000000000002 0.11401500000000002 0.098810000000000023 0.079995000000000011 -1.0000000180025095e-35 -0.092854999999999979 -0.16990499999999997 -0.095799999999999982 0.11215000000000001 0.099570000000000006 0.090445000000000011 0.08593000000000002 0.099680000000000005 0.11596500000000001 0.084565000000000015 0.095355000000000009 0.085330000000000003 -0.0015249999999999997 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 -5 12 13 14 15 -12 17 -17 21 20 23 22 -18 24 25 26 27 28 -20 -14
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 29 -15 -16 16 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019147749613130545 0.0032576684311121651 -0.0032430531557926302 -0.0026023026006360733 -0.003252692587807751 -0.0026934773397320972 -0.0030596448159331724 0.0014488537670032803 -0.0023242217030163778 0.0014621528841153087 -0.002440533285115769 -0.0027662811956972034 0.0016306535690137933 -0.0032726064797961975 -0.0028023327589105111 0.0018667543634694169 0.0030267541244186091 7.8723089953480725e-05 -0.0020622861507641572 -0.0016598549227095243 -0.0022105703564421872 0.0031863031737340394 0.0021896764365794703 -0.0026030830472413102 -0.0026752792187450742 0.0030433979463530426 -0.0032673136175450294 -0.0026653151521200181 -0.0020290752116413199 0.0015394320251602325 -0.00034759784109440333
leaf_weight=0.19702307677016495 0.025392266921699047 0.057142326979373936 0.16564396603826015 0.070411075259471878 0.08177591097773973 0.040767333062831312 0.57057423330843438 0.13556519816938806 0.33207473285438016 0.14777953706106917 0.17882498192284657 0.32045114104403172 0.14159180055139586 0.10278511078649888 0.2596533027190161 0.038704795308149187 0.26574335808982374 0.28172303449901193 0.084003836229387785 0.12002064281841751 0.29688529339910008 0.11377205449389294 0.22652073868448497 0.066744382347678655 0.15707291057333339 0.074836109939496853 0.077825881890021265 0.1138755202300672 0.76282084156445462 0.19426608072899387
leaf_count=369 4 162 551 61 11 6 310 190 141 63 299 161 81 329 112 8 42 245 51 16 51 25 66 17 8 72 4 94 151 210
internal_value=0 -4.15989e-05 -0.0018234 2.24537e-05 5.79485e-05 0.000101424 0.0011482 -3.87918e-05 3.11715e-05 -8.48335e-05 3.33199e-06 6.24483e-05 -7.88051e-05 7.77631e-05 0.000172674 1.88388e-05 0.00020464 -0.00144758 0.000428957 0.00075937 0.000977509 -0.000527375 -0.00115534 0.000487105 0.000653246 0.000316044 0.00057426 0.000836697 0.00122207 -0.00158073
internal_weight=0 5.50525 0.191036 5.31421 5.25707 5.17529 0.611342 4.56395 4.42839 4.09631 3.94853 3.87812 3.55767 3.22181 3.11903 2.85937 2.68055 0.320428 2.36012 1.75409 1.63406 0.606036 0.492264 1.33718 1.27044 1.11336 1.03853 0.9607 0.846825 0.335858
internal_count=3910 3541 555 2986 2824 2813 316 2497 2307 2166 2103 2042 1881 1590 1261 1149 850 253 597 464 448 133 108 397 380 372 300 296 202 291
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=160 484 150 1 0 2 16 1429 1 12 3 2 1 47 40 42 15 133 474 4 457 148 457 16 2 12 15 401 10 1212
split_gain=0.0592229 0.0623663 0.0939694 0.0621549 0.108134 0.0759171 0.0733511 0.0960587 0.101359 0.0894306 0.0780852 0.122044 0.0915115 0.103732 0.0777504 0.0998994 0.0728502 0.0655611 0.0916829 0.0708956 0.0648569 0.0621379 0.0654969 0.0714073 0.0819491 0.0692866 0.0687645 0.0582328 0.0574915 0.0570082
threshold=-0.40446999999999994 -0.0043499999999999988 0.097030000000000019 0.076710000000000014 -0.084074999999999997 0.14808000000000002 0.081265000000000018 0.084690000000000015 0.13662500000000002 0.11742500000000002 0.11818000000000002 0.099675000000000014 0.11507500000000002 0.09252500000000001 0.057150000000000006 0.095385000000000011 0.035895000000000003 0.084285000000000013 0.087070000000000022 0.0021050000000000005 -0.0015249999999999997 -0.082389999999999977 0.53894500000000012 -0.022939999999999999 0.097135000000000013 1.0000000180025095e-35 0.079360000000000014 0.082755000000000009 -0.010054999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 17 6 7 8 9 10 11 12 13 20 15 -8 -13 18 -3 -19 -5 -22 23 24 26 28 -23 -1 -25 -6
right_child=1 3 -4 5 29 -7 14 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 19 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003046547929290089 -0.0023089396601342956 -0.0033875370959384659 0.0019374251314869893 -0.0024594051445948981 0.00025503802182437024 0.0033768399924141747 -0.0025585390336530884 0.0030355308331300695 0.0034194346703158218 -0.0023466300859282118 -0.00094549347769287446 0.0026770242055109638 0.0030960867506630435 -0.0023898694389439448 0.0023684273897539459 0.0010416796688159495 -0.0010158109049990022 -0.0033732650824342533 0.002506783065208715 0.00073765690185133455 -0.0034144946464703149 0.0025606106593433764 -0.0033894221441715241 -0.0023220870671504328 -0.0021773118287914811 -0.0033874887478963387 -0.0015054989696103049 0.0026487397215424462 0.0015861571705088737 -0.0033810094140151042
leaf_weight=0.13050027707322431 0.27906651846751618 0.27136567597699457 0.074897858838085085 0.088878983246106547 1.1636410790160878 0.090120330318313679 0.2962228963842789 0.15508675685850892 0.11295620626333391 0.15148542434326362 0.43796885998017376 0.39738715155544913 0.10682087375971594 0.19671070668846369 0.068584114545956254 0.12384219154773746 0.071407837560400367 0.065387701260988251 0.033603762261918746 0.17409272477016202 0.042617745610189273 0.43243345654991683 0.041266665444709361 0.058659660193370655 0.05616757896495983 0.067615954505527043 0.052891423990331532 0.024098938691167859 0.15625323142739611 0.051000288307477493
leaf_count=287 588 443 22 31 606 129 254 57 76 21 109 183 56 57 7 37 10 161 11 76 13 80 10 20 7 72 268 18 48 153
internal_value=0 -4.52954e-05 -0.00141042 5.20374e-05 -0.000456391 0.00033106 0.000242949 0.000465736 0.000304483 0.000155302 0.000327025 0.000642055 0.000111195 -0.00015596 -0.000954586 -0.00149713 0.00211452 -0.00170295 -0.00273806 -0.000384789 0.000284891 0.000553542 0.000748979 0.000956228 0.00167199 -0.0004156 0.00211748 -0.00215877 0.000519417 0.000102368
internal_weight=0 5.31843 0.353964 4.96447 1.75909 3.20538 3.11526 2.62661 2.47152 2.35857 2.20708 1.76911 1.30032 1.1935 0.488649 0.420065 0.468795 0.54445 0.304969 0.23948 0.996785 0.907906 0.865288 0.824021 0.541492 0.282529 0.485325 0.154599 0.214913 1.21464
internal_count=3910 3605 610 2995 1450 1545 1416 1118 1061 985 964 855 662 606 298 291 193 691 454 237 549 518 505 495 355 140 348 305 68 759
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=4 11 1456 403 480 1425 151 376 42 3 1213 4 48 13 2 160 148 1373 42 3 156 15 151 48 9 133 13 47 151 4
split_gain=0.272211 0.270752 0.240469 0.227259 0.20815 0.20575 0.218248 0.197957 0.204378 0.201064 0.235258 0.213814 0.20486 0.218816 0.323459 0.204701 0.201921 0.191643 0.215613 0.211843 0.20992 0.228573 0.291124 0.200647 0.18274 0.19552 0.171406 0.15568 0.144789 0.142297
threshold=0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.092224999999999988 0.08456000000000001 0.10625000000000001 -0.27336999999999995 0.048375000000000008 -0.090359999999999982 -0.12008499999999998 -1.0000000180025095e-35 -0.49837999999999999 0.082070000000000018 0.068400000000000002 0.11085000000000002 -0.092169999999999988 0.087215000000000015 0.089210000000000025 -1.0000000180025095e-35 0.0066850000000000008 0.094860000000000014 -0.095799999999999982 -0.090064999999999992 -0.09386499999999999 0.084755000000000011 0.098810000000000023 -0.49820499999999995 0.11566000000000001 0.05680000000000001 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 12 -11 -12 13 -5 -15 16 -13 18 19 27 21 -20 -23 -24 25 28 -27 -17 -25 -8
right_child=5 -3 3 4 -6 -7 29 8 -10 10 11 15 -14 14 -16 17 -18 -19 20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00086709128815745055 -0.0010272516768698916 -0.00098779189597670344 -0.0011594254955963788 0.00070398552485162089 -0.001163893701928349 -0.001284919111654957 0.00030121113868263407 -0.00042033666481535597 0.00077904446710877625 -0.0011619373617348502 -0.0011440068101259584 -0.0010333603516309083 0.0010350766352149789 -0.00099338170108806043 0.00053640904089155669 -0.0010174941096997815 0.001149957963628456 -0.0011743982257588553 -0.00032048052560318581 0.00096945986836674081 -0.00090053041757449156 -0.0010568233855086306 -0.0011812662288919668 0.00060310201528542364 -0.0008712160388767696 0.0012121390383819991 -0.0011948689194037786 0.00047853852095337232 -2.4583439820962201e-05 0.0010409308212380277
leaf_weight=0.52681028973892807 0.14225650130538348 0.48381732054986137 0.24862914142431058 0.45142053661401671 0.21611497837875582 0.10641228640452016 1.7127791814564273 0.25521501363255084 0.74175244575599286 0.29394781825248006 0.25661727268015333 0.46021595573983543 0.38753393944352854 0.416623781027738 0.33186301030218601 0.58021348970941655 0.064553358417470008 0.18504835769999761 1.1001384993432957 0.10711783566512167 0.26742995124368452 0.20978608261793308 0.1126285170903375 2.9593700270634682 0.14915719046257425 0.05176938371732831 0.16737699489749491 0.11070064158411697 0.58888548592221912 0.43603566120145831
leaf_count=359 20 175 432 45 203 4 238 14 120 442 66 224 24 39 11 372 5 30 128 7 96 77 14 380 38 2 61 11 63 210
internal_value=0 -0.000141 -0.000104554 -6.706e-05 -4.11086e-05 0.00028652 0.000359508 -1.74339e-05 0.000472013 -7.0173e-05 -0.000147729 -0.000107284 0.000304307 6.82898e-05 -0.000315105 -6.98888e-05 -0.000764784 -1.45503e-05 1.89614e-05 -0.000543265 9.89883e-05 0.000149053 0.000270911 0.000340041 0.00038379 0.000433477 -0.000626257 -0.000777795 0.000498928 0.000451314
internal_weight=0 11.7247 11.2409 10.7141 10.4655 2.39748 2.29107 10.2494 0.996967 9.2524 7.66496 7.37101 1.58744 1.19991 0.748487 7.11439 0.524769 6.58962 6.40457 0.798032 5.60654 5.33911 4.23897 4.02919 3.91656 3.7674 0.219146 0.690914 3.54826 2.14881
internal_count=3910 3438 3263 2904 2472 472 468 2269 134 2135 2016 1574 119 95 50 1508 229 1279 1249 390 859 763 635 558 544 506 63 383 443 448
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=4 11 376 160 151 484 150 1213 403 4 0 0 52 43 475 15 2 1373 15 0 43 42 2 4 4 16 51 150 402 2
split_gain=0.309344 0.330315 0.299596 0.303948 0.266134 0.232445 0.26179 0.245579 0.227728 0.241463 0.235596 0.252494 0.232996 0.285866 0.226257 0.20742 0.219797 0.185744 0.190493 0.195445 0.203746 0.178257 0.16966 0.16568 0.158338 0.183234 0.179491 0.146086 0.163462 0.13684
threshold=0.27020000000000005 0.080455000000000013 0.048375000000000008 -0.092169999999999988 -0.27336999999999995 -0.0043499999999999988 0.097030000000000019 -1.0000000180025095e-35 -0.084084999999999979 -0.49837999999999999 -0.074514999999999984 -0.082604999999999998 -0.42985499999999993 -0.073139999999999983 -0.086004999999999984 -0.07052499999999999 0.10113500000000002 0.089210000000000025 -0.11739999999999999 -0.10575999999999998 -0.033174999999999989 -0.090359999999999982 0.092340000000000019 0.028075000000000006 -0.030814999999999995 -0.084184999999999996 0.088060000000000013 -0.22988499999999998 0.076115000000000002 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 -5 14 -9 -10 11 17 -12 -14 -7 -15 22 18 -11 20 -20 -4 -17 -22 25 -21 -26 -1 -29 -18
right_child=4 -3 21 5 -6 7 -8 8 9 10 12 -13 13 15 -16 16 29 -19 19 24 23 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0011388616577435707 -0.0011427137624016727 -0.0011112466412730175 -0.00040993826785598516 -0.0011631131735683365 0.00047533589219755419 0.0012892894456180549 0.00076871220138296386 -0.0012748088689427239 -0.00093807388112825487 -0.00073122986357522122 -0.00089276587359237727 -0.0011679259527203605 0.00095181847683600406 0.0012846235371294522 -0.0012776757375168358 -0.00032418059285897353 -0.0013293333929332892 -0.0013043089741179791 0.0011593237127960705 -0.0012716220760173734 0.00043391961794310955 0.00079003421456132401 0.00095340827815499924 -0.00041399070515375563 -0.00067241087090075659 0.0011637199791992793 0.0010268027397327298 -0.0012550456549145319 0.00042902963344120865 -6.9212720408321892e-05
leaf_weight=0.05284701962955296 0.1777085704961795 0.57031735303462561 0.26089412672445178 0.60383059997547484 2.0478792218054886 0.063615886494517326 0.13877519965171814 0.22169958802259504 0.39376967435236476 0.45344081503571487 0.21660091938974835 0.329426608615904 1.1377866527182054 0.20425495956442352 0.41926748859258722 0.29949321772440207 0.27212846817565151 0.17197726696031157 0.42632185376714948 0.064766442868858576 1.2533780949306623 0.84129674214636974 0.37854485612479039 0.52638522256165732 0.89797000272666128 0.21360672592708807 0.11253159283660352 0.71489634592580564 0.10653007875953335 0.2825654185435269
leaf_count=5 20 175 16 494 452 4 13 359 67 74 103 232 106 23 501 31 19 26 38 85 98 129 21 37 241 34 7 433 40 27
internal_value=0 -0.000169981 -0.000121438 -0.000190896 0.000346138 -0.000122141 -0.000802101 -6.15929e-05 -7.63522e-06 2.91603e-05 8.17577e-05 -9.94363e-05 0.000370604 0.000476884 -0.000939499 0.000100837 -9.53076e-05 -1.40099e-05 4.21906e-05 0.000142535 0.000371786 0.000505995 0.00038909 0.000183141 -0.000249859 0.000597112 -0.000483183 -0.000905137 -0.00103664 -0.000687418
internal_weight=0 11.6289 11.0586 9.95641 2.22559 9.08214 0.742606 8.33953 7.85665 7.63495 7.24118 4.4498 2.79137 2.57477 0.482883 1.43699 1.23273 4.12038 3.9484 3.49496 2.20609 1.10219 0.678038 1.77976 1.28887 0.278373 1.0105 0.874273 0.821426 0.554694
internal_count=3910 3438 3263 3118 472 2640 507 2133 1628 1269 1202 872 330 227 505 121 98 640 614 540 173 145 52 135 367 119 248 478 473 46
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=160 51 131 1 376 47 4 47 2 42 51 44 12 48 16 48 43 2 1374 48 48 15 16 51 8 484 9 160 457 447
split_gain=0.0554826 0.0568286 0.084082 0.069914 0.0765433 0.0979427 0.0978556 0.0815499 0.0744129 0.0859142 0.0891029 0.0790913 0.0759757 0.107095 0.0703993 0.0660499 0.0689941 0.0655814 0.0631728 0.0659822 0.0741847 0.0588396 0.0580197 0.0556515 0.0554498 0.0687794 0.0553913 0.0636852 0.096615 0.069564
threshold=-0.40446999999999994 -0.40274499999999996 0.10350000000000001 0.14000500000000002 0.088415000000000007 0.11669500000000001 -0.49837999999999999 0.11069000000000002 0.091985000000000011 -1.0000000180025095e-35 -0.093874999999999986 0.084245000000000014 0.10058500000000002 0.12862000000000004 0.31524000000000002 0.10264000000000002 0.088185000000000013 0.11085000000000002 0.090240000000000015 0.097140000000000018 0.092250000000000013 -0.024209999999999999 0.05259500000000001 0.11736000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.084755000000000011 -0.082234999999999989 -1.0000000180025095e-35 0.084630000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 9 10 -8 12 13 14 18 16 24 -3 19 20 23 -5 -14 -10 25 -11 27 29 -29 -27
right_child=1 3 -4 21 -6 -7 7 -9 11 15 -12 -13 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0021273567989115085 -0.0033887145699510327 -0.0029534340483964973 0.0016236951673186395 0.0032079401539722176 0.0026202954848483242 -0.0023239990611743531 0.0027613663755452693 0.003090619540926732 0.0013173017546153265 -0.003346956580871161 -0.0030989878881879144 -0.0031391401967172747 -0.0024202734935059433 -0.0019247768105135757 -0.0030516572223391455 -0.0028889895715184907 -0.0025317088155520076 0.0017581778956361866 -0.002518201065093499 0.0027348255525941516 -0.0023725073483478673 -0.0001932146219347395 0.0013457078716820456 -0.0018236607630611351 0.0024063199328809184 -0.0025458596375661936 -0.0021633384039248102 -0.0031830182618414523 0.00086565637697168306 0.0033387767565310239
leaf_weight=0.14954460362059752 0.12782519866050268 0.19503599498966551 0.054199823167436989 0.14010605509974994 0.11775000918350986 0.22109472762895155 0.034200375625005108 0.10061148672320985 1.1761960487929179 0.067589085010695604 0.21498844178950127 0.067292224441189208 0.15510258165886615 0.15082104926113959 0.046512341674315283 0.097143094182683742 0.11695987850725931 0.040590491662442219 0.05158640514127899 0.28818601961393131 0.072101298386769375 0.098530415722052456 0.066462030461480026 0.067855220026103669 0.11510515834379464 0.14237191456777454 0.11006743687903497 0.071498247682029503 1.0734881881508052 0.027213404275244102
leaf_count=305 128 144 15 127 57 105 17 28 533 288 601 16 177 20 66 49 66 13 19 73 34 30 58 24 53 145 47 48 618 6
internal_value=0 -4.44859e-05 -0.00189622 2.12635e-05 -6.57568e-05 -0.000132062 -2.55274e-05 9.00777e-05 1.84168e-05 -0.000437462 -0.00229467 0.000459081 0.000575781 0.000798915 0.00104021 -0.000183379 -3.09501e-05 -0.00214178 0.00115514 0.00127326 0.000953232 0.00180364 -0.0012906 0.00114598 0.000151021 -2.29446e-05 0.000134756 0.000327173 0.000612838 -0.00160155
internal_weight=0 5.30848 0.182025 5.12646 4.88782 4.77007 4.54898 4.31335 4.21274 2.07063 0.249189 2.14212 2.07482 1.85326 1.70244 1.82144 1.72429 0.235626 1.65592 1.60434 1.31615 0.238636 0.221565 1.24405 1.60733 1.49223 1.42464 1.31457 1.14499 0.169585
internal_count=3910 3605 143 3462 3305 3248 3143 2986 2958 1938 618 1020 1004 769 749 1320 1271 157 683 664 591 157 235 557 1205 1152 864 817 666 151
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=123 13 1213 132 0 133 3 133 1 457 1 39 45 123 52 133 131 453 0 12 13 52 48 47 40 4 16 52 151 2
split_gain=0.310271 0.238598 0.238203 0.320011 0.247783 0.245972 0.227968 0.216442 0.206795 0.193615 0.248898 0.233003 0.221162 0.183032 0.24677 0.21439 0.211416 0.180863 0.181426 0.249882 0.194705 0.193363 0.178266 0.216035 0.197715 0.163649 0.220166 0.162957 0.173286 0.15928
threshold=1.0000000180025095e-35 -0.10939499999999998 -1.0000000180025095e-35 0.079995000000000011 -0.070894999999999986 0.086975000000000011 -0.013944999999999997 0.10681500000000001 1.0000000180025095e-35 0.082335000000000005 0.11215000000000001 0.16168500000000002 -0.080134999999999984 -0.041524999999999992 -0.010284999999999997 -0.067374999999999977 0.097135000000000013 1.0000000180025095e-35 -0.10575999999999998 0.099680000000000005 0.11596500000000001 0.084505000000000011 0.091690000000000008 0.083670000000000008 -0.081079999999999985 -0.39075499999999991 -0.055679999999999993 0.11588000000000002 -0.083274999999999988 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 8 9 -2 27 -5 11 -11 12 -4 -14 16 -16 -15 18 21 20 25 -17 23 24 -8 -20 -27 28 -1 -23
right_child=6 2 3 4 -6 -7 22 -9 -10 10 -12 -13 13 14 15 17 -18 -19 19 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00056252823027583537 0.0010610363282780712 -0.001112657705842138 0.0012926828193761493 -0.0012747022308756194 0.0011037045918644338 -0.00099577565342465484 -0.00035167639707141675 -0.0011919833058886796 0.00099533442501833591 0.00042067233259724919 -0.00081614781209099973 0.0013001499707420141 0.0010035090142566706 -0.00089358386222720845 -0.0012779966071848618 0.00065557922796066271 0.0005350874247271797 -0.0012954383111738398 0.00058637571216207073 -0.0012182688737050434 0.00078504365999829573 -0.0013038557916285069 0.0011001517682707226 -0.0012699136290577312 0.0010566436210718236 7.8801891761826932e-05 -0.0010269369866567038 -0.00074970252977138191 0.000581077665750465 0.00021789848765944037
leaf_weight=0.24333503235539033 0.59977307202643704 0.46864835626911094 0.13187558972276114 0.16613301043980755 0.51625695214897938 0.66802866828220508 0.41776640448370006 0.16226625457056787 0.10557987741776742 1.3765355080249717 0.32318397215567518 0.14384391112253059 0.15278476465027147 1.8329835671247519 0.28546075626217726 0.86225783952977042 0.18327949169906776 0.20482289919164021 0.27365569397806666 0.38807609633659002 0.32950876158429299 0.17737326168571599 0.22525064239744097 0.21510234550805762 0.26025382874650027 0.54975490904325375 0.6122740076971579 0.20483867528673716 1.7175492700043822 0.29409793525701389
leaf_count=31 122 568 14 122 76 711 66 22 32 158 21 28 18 572 265 48 28 21 20 71 34 32 47 11 88 213 163 55 231 22
internal_value=0 -0.000144998 -0.000229775 -0.000186575 0.000587729 -0.000255988 0.000430177 0.00022086 -0.000392631 -0.00019514 0.000185504 -0.000295884 -0.000332452 -0.000367321 -0.000402266 -0.00021903 -0.000763717 -0.000137148 -6.91109e-05 -0.000296796 -9.42114e-05 0.000298481 9.18526e-05 -0.000162446 0.000188898 -0.000296012 -0.000503813 0.000326717 0.000439162 -0.000354604
internal_weight=0 12.3744 10.0464 9.57777 0.78797 8.7898 1.71815 2.32799 0.271713 8.12177 1.69972 6.42205 6.27821 6.14633 5.99355 3.97728 2.01626 3.69182 3.487 2.15327 1.76519 1.33373 1.11837 0.893123 0.67802 1.43568 1.16203 2.16572 1.96088 0.471471
internal_count=3910 3576 3237 2669 230 2439 334 339 154 1728 179 1549 1521 1507 1489 889 600 624 603 501 430 102 212 165 154 396 376 317 262 54
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=30 1425 4 482 481 1212 133 52 3 14 15 15 13 131 1 456 403 132 159 12 12 38 13 151 3 131 457 457 16 16
split_gain=0.0562747 0.0543202 0.0772987 0.0592786 0.0542121 0.0528165 0.0504832 0.0683061 0.0541837 0.0499389 0.0596278 0.0810894 0.0925707 0.123793 0.0976454 0.0950378 0.0828729 0.0810984 0.0866442 0.0790052 0.0862984 0.0753962 0.0736349 0.074159 0.0651011 0.0642859 0.0547903 0.0732649 0.0563733 0.114451
threshold=0.085915000000000019 1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 -0.5217799999999998 0.077685000000000018 -0.26361999999999991 -0.19153499999999998 -0.091229999999999992 0.092675000000000021 0.083370000000000014 0.087055000000000007 -0.088854999999999976 0.080815000000000012 0.10407500000000001 0.085665000000000005 0.10167500000000002 0.083695000000000006 -0.086679999999999993 -0.051109999999999996 -0.11171999999999999 0.097135000000000013 -0.23052999999999998 -0.0015249999999999997 -0.072804999999999981 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 10 -9 -12 13 14 19 16 -14 18 21 24 -21 22 -18 -24 -13 26 -25 -28 -29 -30
right_child=-2 -3 -4 -5 -6 6 7 9 -10 -11 11 12 15 -15 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-0.0035173938647742489 0.0032064723469170868 -0.003602414085711395 0.002478735255253437 -0.0032781463468847219 -0.0035323333271958623 0.0035691666415180582 -0.0029427734315554204 0.0022882290827315414 -0.0035282039972666288 -0.001818816729266571 -0.002449140246278507 0.0017109314744940239 -0.0035238395624406118 -0.0031144527218910107 0.0028367949154233523 -0.0032432950763850595 -0.0030957740615012454 0.0019924062776373748 -0.0033884754508774987 0.0025088002507030705 -0.0011637181558678514 -0.0035464243283459653 0.001421949141076756 0.0033017250761167988 -0.0032748567931249126 0.0026249915885333758 -0.0025814889789478662 0.00058382355532993527 -0.0026264857446057464 8.2559976301646508e-05
leaf_weight=0.054838932560414722 0.062706525153771397 0.055344735925245803 0.13915871147764836 0.074823038729846192 0.057072964555118122 0.015603802166879177 0.095289506160952331 0.15273453372356005 0.088797895444258645 0.16811816374865873 0.15387840389121255 0.047508125135209411 0.081173951153687862 0.078993224175064825 0.37518032550360658 0.11711784200087993 0.085379041780472842 0.24925537729359337 0.095389603868170414 0.25161171924810333 0.11504016358230729 0.071324332857329753 0.50800902883929966 0.053041325518282778 0.10102432002167905 0.10321041080533166 0.16141780022917718 0.79208910064153404 0.26864137285156264 0.67812038428381727
leaf_count=282 99 94 166 149 89 1 231 71 207 90 78 11 428 21 152 122 106 120 161 64 14 27 199 10 49 43 69 339 193 225
internal_value=0 -0.000140755 -0.00010415 -0.0001747 -0.000128442 -8.92967e-05 -5.09929e-05 1.52679e-06 -0.00246744 6.11159e-05 0.000130728 5.56215e-05 0.000146663 0.0010998 0.00147369 -0.000136389 -2.07654e-05 7.1984e-05 -9.79626e-05 0.000481017 0.00135652 1.73824e-05 0.000113305 0.000220143 -0.00168015 -7.67319e-05 -0.000219488 -0.000317774 -0.000107632 -0.000686125
internal_weight=0 5.28919 5.23384 5.09468 5.01986 4.96279 4.90795 4.80355 0.104402 4.70826 4.54014 4.38741 4.23353 0.969358 0.890365 3.26417 3.14705 3.06588 2.81662 0.515184 0.366652 2.72123 2.64991 2.56453 0.148532 2.05652 1.95331 1.90027 1.73885 0.946762
internal_count=3910 3811 3717 3551 3402 3313 3031 2823 208 2592 2502 2431 2353 311 290 2042 1920 1492 1372 138 78 1211 1184 1078 60 879 836 826 757 418
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=31 105 45 14 376 42 151 1348 484 48 3 132 1213 1 4 42 151 49 1 42 0 41 15 157 457 49 133 2 133 1375
split_gain=0.0539055 0.081023 0.0553875 0.10114 0.0554603 0.0989126 0.0606547 0.0751774 0.0693943 0.0669926 0.0589913 0.0838679 0.078652 0.0713234 0.0826812 0.0892095 0.0808243 0.0704625 0.0738822 0.0700668 0.0734843 0.0796426 0.0770197 0.0670281 0.0630207 0.0778556 0.0713997 0.0873814 0.0749411 0.0677656
threshold=-1.0000000180025095e-35 0.094650000000000012 -0.080134999999999984 0.077685000000000018 0.048375000000000008 -0.090359999999999982 -0.52174999999999983 0.090050000000000005 -0.0043499999999999988 0.3133200000000001 -0.10315499999999998 0.080815000000000012 -1.0000000180025095e-35 0.13767000000000004 -0.23071499999999998 -1.0000000180025095e-35 0.063570000000000015 -0.088729999999999989 0.10884000000000001 -0.10770999999999999 0.18055000000000002 0.078150000000000011 0.079360000000000014 -0.078199999999999978 -0.0034949999999999994 -0.075429999999999983 0.084630000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4 8 9 -8 11 19 -12 14 -14 23 -15 18 -17 -10 21 22 -21 -16 -19 -26 27 -27 -29 -30
right_child=2 -3 3 -5 5 -7 7 -9 10 -11 12 -13 13 16 15 17 -18 24 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0031582547412015854 0.0033326523292442601 -0.0033925330230724082 -0.003319295699019001 -0.0029841431091767985 -0.0014153830054846042 0.0023347473926432702 -0.0022958727331736377 0.0032723208199057696 -0.0033544113581510399 0.0033908302630906669 -0.0033112252832337768 0.0025879204340883998 -0.0021135366744901526 0.0029184315459133379 0.0026093121882612143 -0.0031991799888185153 -0.0029055442815052639 -0.001569547906673625 0.0004709482765744213 0.0021837595606816504 -0.0012754129163391507 -0.0012438985963396289 -0.00076801967636938237 -0.0031128837333244609 0.002434781226159036 -0.0025568582490438281 -0.0019738337047596208 -0.0028032037579889166 -0.0012079012956221031 0.0011196115965246122
leaf_weight=0.11198217267519783 0.049461621470982098 0.02527020126581192 0.067142079420591361 0.13674308668851143 0.11212963802972808 0.24377432089386264 0.25686246070563346 0.068809926218818762 0.05863836581556825 0.02480621449649334 0.094745273975604838 0.18265378725482151 0.27079917748233118 0.13827394830150286 0.025823638323345222 0.14287176142716052 0.032052460825070739 0.19383093066062618 0.10313040870823897 0.41389510814405983 0.22312974018132081 0.14759634710208047 0.12588635794509173 0.16635493812100444 0.18640679083182599 0.1006638815524642 0.15234332799082029 0.065551725847400877 0.15654035803163568 1.0721908500508941
leaf_count=112 15 1 62 120 17 126 570 39 41 1 514 55 110 120 32 82 11 122 25 142 17 46 50 534 46 51 366 111 15 357
internal_value=0 0.00195216 -0.000146929 -0.000181603 -0.000102208 0.00115325 -0.000202146 -0.000154622 -0.000209017 -0.00179505 -9.88038e-05 0.000533932 -0.000349972 -0.000250015 -0.000383903 -0.000185914 0.00182246 4.89661e-06 -0.00166057 0.00014682 0.000372305 0.000907171 0.00149535 -0.00234397 0.000217453 0.000417243 0.000174184 0.000408771 0.000639425 0.000823086
internal_weight=0 0.137252 5.01311 4.96365 4.8269 0.355904 4.471 4.40386 4.33505 0.281669 4.05338 1.1518 2.90158 2.80683 2.63651 2.36571 0.170326 2.17353 0.246002 0.969146 0.910508 0.687378 0.539781 0.192179 1.92753 1.7337 1.54729 1.39495 1.29428 1.22873
internal_count=3910 113 3797 3782 3662 143 3519 3457 3418 571 2847 351 2496 1982 1851 1741 131 1175 107 296 255 238 192 566 1068 946 900 534 483 372
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=156 1 0 1426 4 133 474 4 52 482 47 128 123 1373 457 14 1 4 1447 2 106 48 4 11 4 3 15 49 0 13
split_gain=0.051974 0.0542112 0.0944196 0.0565301 0.0755093 0.0557145 0.0799516 0.0608566 0.0591629 0.0546289 0.0535711 0.0648144 0.0666504 0.0686301 0.0638343 0.0629507 0.0798199 0.0686035 0.0619789 0.0576587 0.0550383 0.0551018 0.0687511 0.078224 0.0663545 0.1379 0.109288 0.0572769 0.0514912 0.046556
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 -1.0000000180025095e-35 0.50657000000000008 0.084285000000000013 0.087070000000000022 0.0021050000000000005 0.048695000000000009 0.091725000000000015 0.086425000000000016 0.086165000000000005 0.085195000000000007 0.09586500000000002 0.53894500000000012 0.077685000000000018 0.13735000000000003 -0.23071499999999998 -1.0000000180025095e-35 0.086775000000000005 0.092305000000000012 0.12862000000000004 0.022820000000000003 0.081005000000000008 -0.0025899999999999994 0.090325000000000003 0.084565000000000015 -0.086904999999999996 -0.083934999999999996 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -2 -7 -9 10 11 12 13 14 15 17 -17 19 -19 -5 21 22 23 24 26 -26 27 -20 -4 -30
right_child=1 3 28 4 -6 7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0041979328418849764 -0.0042162559416423677 -0.0043011265069164929 0.0040993128655441155 0.0031023542127485162 0.0035691448666614711 -0.004198413726674349 0.0031200016501055851 0.0019441360268175171 -0.0042179578504680151 -0.0038232398775069174 -0.00055600707297957135 -0.0034048768215628653 0.0040543651990466957 -0.0042264791028320866 -0.0039008799047899152 -0.0036644545964314105 0.0042355658799641139 -0.0023304172564625717 -0.0014079209674162537 -0.0032833736122912498 -0.0027110261563326552 -0.00090264518378177418 0.0033352738959928209 -0.0034479036025346233 -0.0036193137633406982 0.0028612655067097583 -0.0042001443998606891 0.0034452947793437985 -0.0042441385287559147 -2.7842023244279184e-05
leaf_weight=0.054009100072107574 0.24879535820855347 0.047129089016380354 0.050954505280970008 0.032675146539987598 0.12105396158949577 0.061981775357708102 0.029150537477107719 0.13198200378792535 0.034527748186519602 0.05832247897160403 0.93963026463461563 0.066882276105388772 0.10408775467658404 0.050180904130684101 0.050577814574353286 0.10198081978160178 0.028811756055802107 0.076129482777107182 0.047252395990653895 0.10353427195877885 0.051325249020010122 0.12866621286957514 0.42996918293647468 0.057491275525535457 0.11106417874543484 0.11998022020998178 0.040294422931765439 0.4447301781365246 0.048057780601084121 1.0746543018049122
leaf_count=197 551 51 10 20 208 283 7 70 52 74 315 108 98 17 15 83 5 57 21 85 6 28 146 14 49 33 207 160 4 936
internal_value=0 -6.39445e-05 -0.000673953 0.000255156 0.00032301 -0.00218646 -0.00344684 -0.000653288 0.000666354 0.0001939 0.000272382 0.00065289 0.000790044 0.000608798 0.000741788 0.00087416 -0.00192419 0.00109691 0.00135438 -0.00175151 0.00155044 0.001709 0.00197766 0.00126649 0.00162157 -0.000253981 0.00243568 0.00297917 -2.13059e-05 -0.000208321
internal_weight=0 4.89187 1.6801 3.21177 3.16464 0.506437 0.277946 0.228492 0.16651 3.04359 2.98526 2.04563 1.97875 1.87466 1.82448 1.7739 0.130793 1.64311 1.5069 0.136209 1.43077 1.37945 1.25078 0.820813 0.763321 0.231044 0.532277 0.491983 1.17367 1.12271
internal_count=3910 3713 1913 1800 1749 963 558 405 122 1541 1467 1152 1044 946 929 914 88 826 721 105 664 658 630 484 470 82 388 181 950 940
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=1456 151 1425 15 480 50 142 11 1365 1213 403 146 475 456 159 1373 130 1 38 1373 123 52 131 3 49 52 49 3 12 43
split_gain=0.0488451 0.0537397 0.04862 0.057457 0.0612436 0.0595462 0.074916 0.0561042 0.047829 0.0497383 0.0579248 0.0523747 0.0506662 0.0502399 0.0547359 0.0546382 0.0542082 0.0548547 0.0816555 0.0669008 0.0721141 0.0644504 0.0861375 0.0562456 0.0708216 0.0614898 0.0811268 0.0978391 0.0659212 0.070658
threshold=-1.0000000180025095e-35 -0.035524999999999994 1.0000000180025095e-35 -0.26361999999999991 0.08456000000000001 0.11843500000000001 -0.073359999999999995 0.087830000000000005 0.089045000000000013 -1.0000000180025095e-35 -0.084084999999999979 0.085665000000000019 -0.086004999999999984 0.084065000000000015 0.10856 0.099250000000000019 -0.23515499999999998 0.10113500000000002 0.084445000000000006 -1.0000000180025095e-35 0.13456000000000004 -0.40083499999999994 0.10350000000000001 -0.115685 -0.10837499999999999 0.11401500000000002 1.0000000180025095e-35 0.090325000000000003 0.094045000000000004 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -2 8 9 12 -11 13 -5 14 15 16 -12 23 19 -19 21 22 -21 -18 -25 26 27 28 29 -26
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00059388803498319569 -0.0031465733074361023 -0.0033880000673739948 -0.0034484641096810672 0.003390305134139618 -0.003384897719448803 -0.0016356564755896147 0.0026073528088307353 -0.0019374848412868487 -0.003398972684757225 -0.0029451048205466619 -0.003059387465969894 -0.0031972005697939311 -0.0026407611916749339 -0.0016586395567960944 -0.0022810948251666238 -0.0031133924762674092 0.0011413235096333475 -0.0021872068392292522 -0.00168884293757436 -0.0033896674291452713 -0.0020756098150483747 0.0022338219901154735 0.0033139448112700278 -0.0029453883724544125 0.0011914185595578394 -0.002324934664913794 -0.0018948309646570401 0.0020841927245831837 -0.0034047051775485697 -0.00068458348974971572
leaf_weight=0.061888490337878466 0.028730847145197913 0.10259914227754041 0.04658215606741567 0.018176203593611717 0.063323336372377415 0.062249399023130536 0.25025623791589069 0.17030598566634569 0.045517521037254371 0.067454278098922571 0.049170423637409644 0.050668646486883406 0.12475443637413342 0.14947833868245641 0.08852392614880944 0.049497369367600075 0.55995201062615052 0.054318113718181849 0.10464164285804145 0.055712717112328392 0.055020252759277355 0.75896583174107923 0.035897921421565115 0.093595826609093158 0.44241553318534343 0.11312611047287635 0.17634047615047155 0.34598955747060245 0.060884822170919506 0.47328133206064016
leaf_count=41 4 328 91 4 242 18 272 96 28 403 24 17 539 168 105 26 112 7 24 49 14 310 2 53 137 157 242 52 77 268
internal_value=0 -0.00188981 -1.81274e-05 1.70054e-05 -9.10241e-05 0.00134887 0.0020148 -4.06875e-05 4.06125e-05 8.04716e-05 0.000154271 0.00021051 -0.0018738 0.000257598 0.000339033 0.000406679 0.000458238 0.000510177 0.00114205 0.00145065 0.00166886 0.00191107 -0.000762836 0.000213269 -9.14069e-05 7.42968e-05 0.000255372 0.000542062 -4.29393e-06 0.0002218
internal_weight=0 0.164488 4.59483 4.54825 4.20701 0.341236 0.278987 4.14369 3.97338 3.92787 3.78494 3.71748 0.142931 3.66681 3.51733 3.42881 3.37931 3.33014 1.06456 0.959915 0.905597 0.850576 0.0916106 2.26559 1.70563 1.61204 1.49891 1.32257 0.976582 0.915697
internal_count=3910 369 3541 3450 3156 294 276 2914 2818 2790 2247 1844 543 1827 1659 1554 1528 1504 406 382 375 361 51 1098 986 933 776 534 482 405
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=123 375 3 38 3 3 0 15 43 43 3 52 51 47 1 132 0 41 52 4 157 51 4 4 160 15 43 160 133 1375
split_gain=0.22009 0.238418 0.174246 0.197006 0.193006 0.20564 0.190527 0.187357 0.16982 0.211329 0.172264 0.152098 0.143855 0.142615 0.167644 0.140015 0.181828 0.216922 0.207946 0.124925 0.119201 0.179598 0.111945 0.166316 0.154186 0.153414 0.147709 0.109558 0.108025 0.103388
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.24227500000000002 0.13790500000000003 -0.10628499999999998 -0.078669999999999976 -0.14012999999999998 0.079360000000000014 -0.069974999999999996 -0.4045149999999999 -0.032959999999999996 -0.092854999999999979 -0.42891999999999991 0.09252500000000001 0.13535500000000003 0.080815000000000012 0.12007500000000002 0.078150000000000011 0.10062000000000001 -0.23071499999999998 -0.066289999999999988 -0.032189999999999989 -0.084009999999999987 -0.08422499999999998 0.084835000000000008 -0.088734999999999994 -0.49922499999999997 -0.23269999999999999 -0.0023199999999999996 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 15 9 -7 -10 -12 -11 19 -15 16 17 -1 -18 -13 -21 -22 23 26 -24 -26 -8 -14 -3 -23
right_child=1 28 3 -5 5 8 22 -9 10 12 11 13 27 14 -16 -17 18 -19 -20 20 21 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00075093059330231117 -0.0013759676793935942 -0.00067445288537966051 0.0010744742799159159 -0.0013658976106344636 0.0013118418516894258 -0.0013652422369796928 0.001283977440937595 -0.00072126659532762501 -0.0011606622886383747 -0.0013518767439852442 -0.0010204583196223712 -0.00068163955160614666 -0.0011961812655550319 -0.0011760929831981333 0.00041201395333586075 0.00097766834446445143 -0.0010796247953620604 -0.00051287852524217737 0.00062878780506617205 0.00093804578709608187 -0.0013155744986329983 -0.00059328677229690172 -0.0012727404846396497 0.0014158664725447895 0.00063040395527173669 -0.0013523930144825115 -0.0013585837317509535 0.00080734088283978731 0.00077342295405324988 0.00029064111835466256
leaf_weight=0.90801401901989975 0.11651078518480051 0.10247437190264452 0.37467561534140337 0.071336481720209122 0.079678797425001391 0.1197274668229511 0.049910283065401018 0.39774591657624103 0.3748479375499304 0.067827144506736659 0.36883628199575502 0.3867457330634364 0.052679059597721789 0.41139754952746432 0.17024532973300666 0.42391886728000816 0.38363683800707793 0.33747489226516336 0.19450578186661005 0.29884458956076043 0.16561907817958976 0.28524586011190178 0.93308998785505781 0.09223166393348714 0.17804908507241635 0.11723737553984392 0.16498848535047728 0.80504121629201086 1.0484189873677685 1.5016266383317947
leaf_count=130 8 38 144 6 8 27 5 143 466 51 117 34 80 60 9 69 92 52 7 27 22 15 1161 15 45 128 304 172 288 187
internal_value=0 0.000458766 -0.000137577 0.000684154 -0.000177117 -0.000299854 -0.000717467 0.000130217 -0.000165183 0.000317407 -0.000292457 -0.000201767 0.000535073 -0.000107982 -0.000711258 0.000280903 0.000118934 0.000408492 -0.00050486 2.50282e-05 0.000146423 2.52588e-05 -0.00082277 -9.59829e-05 -0.00100449 -0.000156825 -0.000744848 0.00068429 0.000644506 0.000149536
internal_weight=0 1.2674 9.71518 0.446012 9.26917 6.62387 1.61519 2.6453 5.00868 1.04527 3.96341 3.58856 0.925547 3.21972 0.581643 2.24755 1.82363 1.24549 0.578143 2.63808 2.25134 1.95249 1.53551 0.30713 1.22838 0.295286 0.214899 0.85772 1.15089 1.78687
internal_count=3910 334 3576 150 3426 2933 1666 493 1267 330 937 471 303 354 69 350 281 182 99 285 251 224 1658 324 1334 173 309 252 326 202
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=39 13 52 2 48 3 51 1 12 48 16 133 49 457 132 1 45 12 133 39 123 453 0 150 16 16 9 133 3 160
split_gain=0.0514163 0.0614128 0.0745813 0.0682848 0.0598783 0.0630771 0.0581149 0.066454 0.0573386 0.0528443 0.0552989 0.0517656 0.0559907 0.053978 0.0677957 0.0603307 0.0587824 0.0532529 0.0511321 0.0767392 0.0536525 0.0495288 0.0621834 0.0578966 0.0692697 0.0938343 0.10052 0.0909097 0.0697941 0.068234
threshold=0.005105000000000001 -0.10241499999999999 0.11588000000000002 0.092745000000000008 0.11280000000000003 0.11265500000000002 -0.40274499999999996 0.11353000000000001 0.10167500000000002 0.016865000000000002 -0.15168999999999996 0.086975000000000011 -0.10115499999999998 0.082335000000000005 0.079995000000000011 0.11215000000000001 -0.080134999999999984 0.084380000000000024 0.085835000000000009 0.083240000000000022 0.086020000000000013 1.0000000180025095e-35 -0.23129999999999998 0.087235000000000021 -0.073459999999999984 0.011450000000000002 -0.016839999999999997 -1.0000000180025095e-35 -0.5217799999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -2 18 -5 10 -1 13 -13 14 16 -15 -3 -16 19 -8 -21 22 -18 24 27 26 -26 -24 -27 -29
right_child=4 11 -4 8 -6 -7 7 -9 -10 -11 -12 12 -14 15 17 -17 21 -19 -20 20 -22 -23 23 -25 25 28 -28 29 -30 -31
leaf_value=0.0022548991077700918 -0.0037525298255390721 0.0037553367754876808 -0.0028720056403924972 0.0026122573352202311 0.0035836947014947695 -0.002327003287631922 0.003608652746677364 0.0037664003926634183 -0.00050882283121630111 -0.0029037687004785902 -0.002299938632229913 0.0018478650234353023 -0.0033304649568948242 0.0011491297977957624 0.0036789152406529173 -0.0022285056631392215 0.001638184736081783 -0.00024609403023385278 0.0023067213793532566 -0.0023686182855606973 0.0016657040088475473 -0.0037531964082241592 -0.0033670082910671312 -0.0028949279808069047 0.0038450697415908551 0.0028112846726972233 -0.0034111243629313674 -0.0026736867550847241 -0.00097383534932963362 0.0010890476288923834
leaf_weight=0.10911604958528187 0.035505462623405037 0.038333333999619135 0.07500675190021866 0.35481177225665306 0.093740451382473111 0.10044661691063084 0.054423064600996329 0.10997235286777141 0.10654476931813406 0.085721420302434126 0.056223039355245752 0.035664625778736081 0.15711241045482882 0.49203537404900988 0.085613720621040446 0.086567143313004635 0.13668924813100813 0.10987360056060425 0.14821481696344563 0.17410858171569998 0.062311685440363362 0.081783856076071859 0.090499913304483925 0.19460787467505714 0.028780030086636543 0.078404703584967206 0.34704525227516181 0.076355816773684637 0.50201107898464936 0.5527808249771643
leaf_count=48 17 14 58 142 59 24 13 148 26 27 49 25 831 173 42 17 51 124 83 79 36 45 559 99 1 5 441 84 449 141
internal_value=0 -0.000263502 0.000666793 0.00103937 0.000786984 0.000404252 0.00087359 0.00117276 0.00189148 -0.000526483 0.000706041 -0.00050025 -0.00237245 -0.000375855 -0.000629847 0.000643788 -0.000823076 0.00147286 0.00052312 -0.000385809 -0.00130532 -0.000907092 -0.000791125 -0.000968651 -0.000744966 -0.00140301 -0.00285546 0.000129425 -0.000462527 0.000632379
internal_weight=0 3.88158 0.787424 0.712417 0.778723 0.684983 0.584536 0.549031 0.461357 0.251061 0.165339 3.09416 0.192777 2.90138 2.32278 0.578603 2.12729 0.195487 0.439058 0.290843 0.23642 2.08896 2.00717 1.87049 1.67588 0.956241 0.375825 0.719637 0.580416 0.629137
internal_count=3910 3451 350 292 459 400 376 359 168 124 97 3101 856 2245 2055 190 1889 166 211 128 115 1875 1830 1779 1680 896 442 784 454 225
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=123 1 375 50 130 158 453 155 4 15 16 4 133 49 49 3 133 403 15 48 475 2 42 0 1444 43 52 13 16 0
split_gain=0.233841 0.270664 0.249312 0.222378 0.206064 0.179637 0.202095 0.206674 0.179774 0.173519 0.15757 0.156285 0.152274 0.172114 0.183251 0.182652 0.229095 0.185891 0.166293 0.150855 0.14289 0.123667 0.118845 0.120198 0.117201 0.116449 0.167283 0.360816 0.13044 0.123636
threshold=1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.086465000000000014 0.079100000000000018 0.084965000000000027 1.0000000180025095e-35 0.088680000000000023 0.27020000000000005 -0.11739999999999999 -0.48509999999999992 0.28937500000000005 0.10681500000000001 -0.085974999999999982 -0.081629999999999994 0.13772500000000001 0.084760000000000016 -1.0000000180025095e-35 0.10363000000000001 0.11930500000000001 -0.084944999999999979 0.17730000000000004 0.094425000000000023 0.033525000000000006 -0.10662999999999999 -0.074254999999999988 0.0033900000000000002 0.10153000000000002 0.15737500000000001 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 9 10 -1 24 13 22 -15 16 17 20 25 -10 -16 -14 23 -11 -7 29 -27 28 -28 -19
right_child=2 -3 -4 -5 -6 11 -8 -9 19 12 -12 -13 21 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010734796411421387 -0.0013785305979763488 0.00078150605081851385 0.00065853439864723947 -0.00089302849839365645 -0.0012882342796735032 0.0013842909142098674 -0.0010401883150691527 -0.0013605060579973333 0.00071452416977149452 -0.0010064916225995925 -0.0011951948507413065 0.0013559034857428484 -0.0013375640306090885 0.0011083351432210982 0.00136337901851043 0.000924553823818626 -0.0011651823344795583 6.2497851425775879e-05 -0.0013584217412729496 -0.00080217320544420721 -0.0011899775077325776 0.0013975067060913308 0.00062235022245225326 0.00033683026187695245 -0.0012181436028554584 -0.00023988708713063454 0.0010929405921361278 -0.0014807040505196039 -0.0005041946706655265 0.00095103029246429915
leaf_weight=0.065108839771710336 0.12033057713415463 0.54856982873752791 1.1695121487719013 0.75660845017409961 0.27188699673934102 0.033586566511075944 0.35559799556358473 0.19816982276097395 0.98752380705263909 0.57205661368788696 0.38049296435200997 0.054080768401036039 0.23359440076455928 0.33704494981793232 0.045774396508932114 0.42230606783414248 0.28797816719452374 0.4945064952771645 0.12463759827369347 0.13541943475138396 0.30496132456755143 0.034448347985744476 0.14283431367948651 0.15339794219471514 0.48836307034798743 1.4072663688202895 0.65707792693137879 0.14071348868310452 0.10814571457740385 0.66929050307953397
leaf_count=7 8 129 326 663 396 2 80 189 155 105 113 22 254 16 4 30 193 94 109 17 270 1 14 6 269 233 145 4 12 44
internal_value=0 -0.000139792 0.000468495 -0.000191034 -0.000132708 -9.71455e-05 -4.6395e-05 -1.67753e-06 3.3273e-05 -5.17539e-05 -0.000863709 -0.000824739 7.21062e-06 5.25819e-05 0.000148761 7.93967e-05 -4.77438e-06 7.97754e-05 0.000170975 0.000531621 -0.00085674 -0.000986058 -0.000501225 -0.000722445 -0.00105068 0.000225799 5.08734e-05 0.000502536 0.000867224 0.000573486
internal_weight=0 10.4114 1.28984 9.86287 9.10626 8.83438 8.25835 7.90275 7.70458 6.58164 0.445602 0.57603 6.13603 5.86799 4.9997 4.66266 4.24035 3.95237 3.60164 1.12294 0.350736 0.268043 0.868289 0.725455 0.52195 3.477 2.3132 0.905937 0.765224 1.1638
internal_count=3910 3576 334 3447 2784 2388 2095 2015 1826 1654 120 293 1534 1279 1154 1138 1108 915 641 172 274 255 125 111 271 532 394 161 157 138
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=1 0 3 2 156 43 159 158 3 376 12 4 1446 2 128 3 12 34 49 0 15 16 14 151 43 2 1 133 160 52
split_gain=0.305378 0.232387 0.285152 0.238314 0.221775 0.22043 0.209227 0.218142 0.182091 0.175478 0.173913 0.215651 0.169595 0.184476 0.18202 0.152129 0.331302 0.264103 0.22005 0.193037 0.136602 0.134622 0.197364 0.200113 0.127504 0.153908 0.229928 0.249364 0.228579 0.226185
threshold=0.094385000000000011 -0.074249999999999997 0.086245000000000016 0.086245000000000002 0.11896500000000002 -0.078454999999999983 0.073745000000000019 0.11034000000000001 -0.115685 0.085090000000000013 0.086865000000000012 0.39574000000000004 0.091520000000000018 0.14808000000000002 0.086435000000000012 0.082730000000000012 0.090840000000000018 -0.13234499999999996 -0.18178499999999997 -0.066084999999999991 -0.008624999999999999 0.054425000000000008 -0.076254999999999989 -0.0017399999999999998 -0.092084999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.083815000000000014 -1.0000000180025095e-35 -0.089799999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 -3 12 -8 -7 -10 24 -12 13 14 15 16 17 -2 -18 -20 -5 22 -17 -24 -1 -26 27 -27 -29 -30
right_child=4 5 3 20 -6 8 7 -9 9 -11 11 -13 -14 -15 -16 21 18 -19 19 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.0014428537223601253 -0.00067305849300051382 0.00046302465445334734 0.001295200685158491 -0.00062017395968021248 -0.0011128267422292231 0.00019537869224362149 0.0012161992070691579 -0.0013560662237740964 -0.0011240341933113267 0.00072285808992403311 -0.0014702500660213281 0.0014783207413817708 -0.0014328646155234888 0.0012387461127298647 -0.00097739571878494133 -0.0010444604443000779 0.0013650780842907988 0.0011265530585395501 -0.00099951161511624225 0.00023879612843287216 0.00064073640077205534 -0.00093580046722348633 -0.00048709022270413495 0.00068545405108660906 -0.0014188245944581972 -0.0013271116164096715 0.0005440649590064871 -0.001467660674205611 -0.0014729024225204421 0.0013267841139626717
leaf_weight=0.28198597058508346 0.20416700385976572 1.30796295615437 0.27114856906700857 0.65651957946829498 0.29014540728530835 0.68891914264531806 0.64504302424029436 0.079232001502532512 0.68336142892803742 0.13125665439292789 0.85975687531754363 0.056583167519420385 0.15059584278787941 0.30891833090572607 0.32934436555660784 0.3008108522917613 0.17260323860682536 1.2027633722464091 0.56964099305332627 0.5112659169390098 0.25544348475523293 0.38212609506444994 0.48536434565903619 0.86979887596680761 0.26514593276806442 0.5271984188002532 0.55573464790359128 0.14156139230180997 0.078763081015495118 0.28613668231264455
leaf_count=121 17 186 19 47 88 39 213 31 336 6 1161 6 36 81 65 23 12 234 129 89 26 37 68 72 88 316 67 204 59 34
internal_value=0 -0.000302266 -0.000518697 9.10374e-05 0.000137358 2.38227e-05 0.000195754 0.000934806 -0.00035825 -0.000826451 -0.000754995 -0.00128818 9.82074e-05 0.000141412 7.39904e-05 0.000147687 0.000378096 0.000865402 -0.000168852 -0.000413796 -0.000266989 -0.000153078 2.75402e-05 0.000265496 -0.000526316 -0.000386955 -0.000214817 -0.00062282 0.000110309 0.000722476
internal_weight=0 7.04748 4.23598 1.18311 6.50182 2.8115 6.21167 0.724275 1.50354 0.814618 3.05287 0.91634 5.4874 5.3368 5.02789 4.69854 2.66044 1.40693 1.25351 1.08091 0.911963 2.0381 1.65597 1.35516 2.13653 1.85454 1.58939 1.03366 0.506461 0.3649
internal_count=3910 2715 2148 92 1195 567 1107 244 381 342 2056 1167 863 827 746 681 481 251 230 218 73 200 163 140 889 768 680 613 297 93
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=52 133 1456 151 1 0 133 12 2 133 160 2 151 42 13 52 147 123 3 43 1213 2 12 2 2 3 151 456 457 40
split_gain=0.0492406 0.0540512 0.0481664 0.0500685 0.0469253 0.0933998 0.059922 0.059832 0.0578994 0.0578802 0.0717846 0.0577942 0.0572503 0.0526673 0.0552144 0.0525811 0.0512913 0.0519238 0.0589932 0.0558813 0.0502301 0.0535491 0.0553977 0.0784376 0.104885 0.0623099 0.0492655 0.0488338 0.0503733 0.0458805
threshold=-0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 -0.035524999999999994 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.085185000000000025 0.14472000000000004 -0.036599999999999987 -0.11175999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.089024999999999979 -0.5337599999999999 0.048695000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0026499999999999996 -0.4045149999999999 -1.0000000180025095e-35 0.08400500000000001 0.098845000000000016 0.10113500000000002 0.106285 0.13772500000000001 -0.083919999999999981 0.090170000000000014 0.53894500000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -8 9 29 12 -4 -11 -7 -15 -9 -12 19 -19 -18 -16 -22 23 26 -25 -24 -23 28 -21 -6
right_child=1 2 4 -5 8 13 7 15 -10 10 16 -13 -14 14 20 -17 17 18 -20 27 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025490216117423675 -0.0032436482423931516 0.00056173044332471936 0.0038584725061712997 -0.0038133736001279275 -0.0021128111738267829 -0.0028947388618332163 -0.0038071966247343329 0.0019067732628493394 0.0030902359865602842 0.001544645931605357 -0.0036097596221970969 -0.0038216882961248084 -0.0033649765694682711 -0.0038406786208891454 -0.0038142625060753181 -0.0038195256598247181 -0.003822881228551742 0.003268397511107446 -0.00046343830177464069 0.00049047796463788196 -0.0038516505950751062 -0.0013631249005056291 -0.0038318141091464352 -0.0024690586272742886 0.0022204363021405063 0.00096345284545055945 0.0028321962224363661 -0.002674538876550185 -0.0034551860872596945 0.0027438573476879316
leaf_weight=0.11445549148629641 0.074126569424151856 0.063431442253204295 0.015170336700975784 0.093247552042157511 0.032552782475249842 0.075634765519680514 0.055887805357087927 0.12009063265668374 0.11007511561547279 0.045377311271295184 0.04761301471444479 0.20846242794686987 0.14015178935187655 0.042506652884185314 0.036018320402945392 0.028668070284766145 0.049493578924740933 0.1726256692163588 0.094661450559215043 1.811891962107435 0.034936869138618709 0.045041031185974134 0.06802493269333354 0.14155328616106999 0.13399195955389587 0.092003302052034996 0.39185889609052538 0.078267354598210548 0.047934064758010098 0.20401630003743854
leaf_count=353 227 35 1 280 18 172 156 95 145 25 11 423 127 4 139 89 40 154 60 738 6 15 101 22 36 6 226 34 14 158
internal_value=0 -2.60996e-05 2.71242e-05 -0.00204211 0.000102094 -0.000443772 -0.00194133 -0.000455853 0.000388992 0.000279859 0.000109118 -0.0033007 -0.00216417 0.000160403 0.000394774 0.000803228 0.000292294 0.000374688 0.00194674 0.000163281 0.000585604 0.000760251 0.000944927 0.00139862 -0.000188654 -0.00107492 0.00239969 0.000265076 0.000388785 0.00207556
internal_weight=0 4.55532 4.48119 0.156679 4.32451 1.48985 0.428279 0.204647 2.83466 2.72459 2.48802 0.223633 0.185529 1.06157 0.985935 0.148759 2.30249 2.25487 0.267287 1.98759 0.943429 0.90741 0.872473 0.712445 0.275545 0.160028 0.4369 1.93809 1.85983 0.236569
internal_count=3910 3557 3330 315 3015 1491 764 340 1524 1379 1203 424 152 727 555 184 1051 1040 214 826 551 412 406 299 58 107 241 786 752 176
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=156 14 1 1 0 157 156 0 16 150 51 2 2 46 51 48 160 42 1374 2 1374 47 0 133 474 12 16 43 42 51
split_gain=0.0449474 0.0430521 0.0550839 0.0492685 0.0780608 0.0697482 0.0678198 0.0627643 0.0527436 0.0904315 0.0832808 0.0957451 0.0631793 0.0636448 0.0627994 0.0572312 0.0626461 0.0600036 0.0527937 0.0614157 0.0626589 0.0738931 0.0756559 0.0478019 0.0643348 0.0536109 0.0470603 0.0462359 0.0481005 0.0488233
threshold=-1.0000000180025095e-35 0.077685000000000018 0.13735000000000003 0.076710000000000014 -0.084074999999999997 -0.074309999999999987 0.11386000000000002 -0.017269999999999997 -0.066724999999999993 -1.0000000180025095e-35 0.07919000000000001 0.087995000000000004 0.13754500000000003 0.081930000000000017 -0.06809999999999998 0.12862000000000004 -0.11175999999999998 -0.10770999999999999 0.087855000000000016 0.10433000000000002 -0.094679999999999986 0.086425000000000016 -0.087899999999999992 0.084285000000000013 0.087070000000000022 0.085185000000000025 0.67964000000000013 0.24789500000000006 -0.089024999999999979 -0.031524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 7 8 9 -7 11 26 13 15 -13 16 -11 -18 19 20 -19 22 -22 24 -2 -25 -10 28 -6 -30
right_child=1 2 -4 5 27 6 -8 -9 10 12 -12 14 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0031291474635874038 -0.0031409479498570518 -0.0026142714466566917 0.0024633913213530523 0.0016387210641787451 -0.0022934262470684034 -0.0019394289056849034 -0.0029713410376580309 0.0016445864911481453 -0.0013125262041602259 -0.0022470067127679204 -0.0030296616560181733 -0.00099858706153800082 0.0031572846901168432 -0.0028727398011603035 0.002772601035015713 -0.002570822354661462 -0.0028796741217903135 -0.0015972388946410472 -0.0024597671664575937 0.0025217680192878775 0.0026088420942125307 -0.00028565267620721745 -0.0017757968672321911 -0.0031304110187400243 0.0021616348586890404 0.00051459566201202242 0.0024166117733391587 -0.0031658670279581182 -0.0031345750352196515 0.00047432273696599127
leaf_weight=0.046383296794374362 0.20127915901230098 0.11840020262116002 0.025319359032437205 0.31873083967730087 0.073440127483081485 0.14910758648329792 0.068856477004373917 0.2535446675865386 0.41193161373848841 0.063655489571830093 0.12151251937757479 0.062884034297894686 0.089958141714305495 0.054010855907108524 0.13710911710222717 0.052926137228496262 0.038405575060097452 0.095616808510386564 0.038952155038714409 0.26550932936515892 0.29830307575866821 0.21724525949139206 0.0441010421600323 0.053760880521622312 0.025127778819296509 0.14743605669445969 0.035920297115808353 0.042934449808853858 0.038117550529022881 0.91875791736038126
leaf_count=197 542 116 6 200 195 56 74 173 329 49 50 39 104 15 66 9 18 17 11 106 101 55 216 188 7 213 6 73 111 568
internal_value=0 -3.73362e-05 -0.00171973 1.86456e-05 -0.000438659 0.00026218 8.66495e-05 0.000173276 1.9313e-06 0.000361459 -0.000655942 -0.000210717 0.000634029 0.000439811 0.00158682 0.000600313 0.000758382 0.000950049 0.0011033 0.00125403 0.000740358 0.00113974 0.00204411 -0.00156761 -0.00255244 -0.000459369 -0.00101343 1.11355e-05 0.000143525 0.000330561
internal_weight=0 4.46285 0.14372 4.31913 1.50085 2.81828 2.49955 2.43069 2.17715 1.40779 0.769358 0.647845 1.25868 1.16873 0.199993 1.11471 1.06179 0.998133 0.959728 0.920776 0.655266 0.559649 0.342404 0.427604 0.226407 0.201197 0.447852 1.07325 1.03032 0.956875
internal_count=3910 3713 122 3591 1897 1694 1494 1420 1247 757 490 440 701 597 105 582 573 524 506 495 389 372 317 950 549 401 335 947 874 679
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=31 105 2 123 1446 453 4 2 15 12 12 13 147 52 8 48 159 401 15 50 15 456 133 123 41 9 0 157 48 0
split_gain=0.0447795 0.0659507 0.0431853 0.0672389 0.0501431 0.0496403 0.0541227 0.108776 0.0497402 0.049152 0.0556126 0.0621906 0.0497718 0.0519449 0.0473395 0.0516515 0.0483557 0.0496041 0.0505048 0.0553393 0.0494162 0.0463118 0.0479664 0.0499039 0.0473427 0.0492013 0.0608261 0.0480594 0.0460172 0.0458832
threshold=-1.0000000180025095e-35 0.094650000000000012 0.091985000000000011 0.088610000000000008 0.091660000000000005 0.10963500000000002 -0.49837999999999999 0.11085000000000002 0.10363000000000001 -0.12394999999999999 -1.0000000180025095e-35 -0.091229999999999992 1.0000000180025095e-35 0.28122000000000008 0.091215000000000004 0.10174000000000001 0.09141500000000001 0.083100000000000021 -0.13578499999999996 0.083475000000000008 -0.09547499999999999 -1.0000000180025095e-35 0.088850000000000026 0.13456000000000004 0.083565000000000014 -0.01257 -0.017269999999999997 1.0000000180025095e-35 -0.36174999999999996 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 6 7 -4 9 -8 -11 -12 13 -13 15 16 17 18 -2 21 -21 -20 23 24 25 -23 27 29 -10 -27
right_child=2 -3 3 -5 -6 -7 8 -9 28 10 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0032576989825894506 -0.0021825866361553565 -0.0035154049578282006 -0.0034765947026834288 0.0025867305528296737 -0.0034515142103055726 -0.0033472562398814301 -0.0018608530671377368 0.0023743131847360471 0.0034944261094378448 0.0024647860215883362 0.0015738250645319059 -4.014713547787918e-05 0.0023085143254603139 -0.0034560752107081275 0.0030753403260135159 -0.0030427452938169711 -0.0025987895333172135 -0.0034498632713218422 -0.0034519767522547566 0.0023269603198492433 -0.0034600245347613332 -0.0029435883466952528 -0.0029552880607759532 -0.0034702917570290726 -0.0031410385401522542 0.001449809662681348 0.0033322029366667683 -0.0034563969648557583 -0.0021139603225292796 -1.1970978263477687e-05
leaf_weight=0.09477721574694431 0.13870933761700066 0.020746972411870956 0.1193014023901936 0.13063800768941281 0.047503561236226122 0.047695683068013639 0.095045400446907791 0.054948626122495625 0.019688483687787084 0.1843059634011307 0.41975478136737443 0.87110455800211328 0.099976480116310995 0.056101309189216408 0.04266641532012716 0.096447373305636463 0.11677351442540373 0.057483283524561446 0.040364838980166851 0.021669836516593932 0.090154525621073955 0.043172699864953201 0.051841761655850749 0.037861995864659437 0.040030216550803632 0.48690769197855666 0.10219400995993311 0.034266104123162111 0.1440811351276351 0.53202069645567485
leaf_count=112 82 1 92 132 71 15 62 15 2 117 167 543 66 78 44 69 194 226 38 17 410 5 215 5 33 110 27 34 192 736
internal_value=0 0.00204132 -0.000130057 0.000189596 4.45825e-05 0.000123217 0.000203402 -0.00163155 0.000372572 0.0005445 0.00068465 0.000457902 1.88325e-06 -0.000246831 -0.000508856 -0.000589772 -0.000457858 -0.000308751 -0.000197237 -1.12264e-05 -0.0023386 0.000178928 0.000289266 0.00042104 0.000539992 0.000662933 0.000797696 0.000551766 -0.00143972 0.000686559
internal_weight=0 0.115524 4.22271 2.29015 2.15951 2.112 2.06431 0.17425 1.89006 1.72629 1.63124 1.44694 1.02718 0.927206 1.93256 1.8899 1.79345 1.67668 1.61919 1.48048 0.111824 1.36866 1.3283 1.27645 1.23859 1.19856 1.15539 1.05319 0.16377 1.01893
internal_count=3910 113 3797 1552 1420 1349 1334 107 1227 1033 971 854 687 621 2245 2201 2132 1938 1712 1630 427 1203 1165 950 945 912 907 880 194 846
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=1429 159 15 158 159 50 421 123 1444 483 151 453 1372 1211 15 14 1 0 13 48 52 133 0 52 49 457 1373 0 48 39
split_gain=0.0419303 0.047965 0.0450027 0.0539006 0.0543311 0.0512994 0.0573397 0.0489539 0.0521224 0.0463975 0.0421361 0.0406787 0.040988 0.0395579 0.0402985 0.0521007 0.0484402 0.0726177 0.0756281 0.0647275 0.0536323 0.0526589 0.0528586 0.0935066 0.064358 0.0511689 0.0531866 0.0653474 0.0947279 0.0436374
threshold=-1.0000000180025095e-35 0.12072500000000001 -0.26361999999999991 0.084965000000000027 0.088320000000000023 0.11843500000000001 1.0000000180025095e-35 0.083190000000000014 -0.10662999999999999 0.080590000000000009 -0.084639999999999979 0.087625000000000022 -1.0000000180025095e-35 0.082530000000000006 -0.19153499999999998 0.077685000000000018 0.076710000000000014 -0.089879999999999974 -0.51172499999999987 0.086065000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997 0.10062000000000001 -1.0000000180025095e-35 0.53894500000000012 0.10700000000000003 -0.13027499999999997 0.12862000000000004 0.16168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 9 6 -2 8 -5 11 -6 12 -4 14 -14 16 17 18 -16 20 -19 -22 24 -24 -23 26 27 28 -18 -29
right_child=2 -3 3 7 10 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 25 19 -20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0030218799838263844 0.002311361301230358 0.0031637572806379804 -0.00313972014005693 0.0031608356841354053 -0.002474830184918151 -0.001572787513268223 -0.0029131022524809757 0.0013982519972666988 -0.0027024424913958149 -0.0022617364050442033 0.0018334101451794669 -0.0029762729124891427 -0.0016306826051341308 -0.002979826475008615 0.0022430565573140823 -0.0027393745485181607 0.0018538053915396135 -0.0031316153955663448 -0.002881404580802915 0.0015882227978832499 -0.0031267925665690133 -0.0031359061243778929 -0.0020151589932872319 0.00098391237585082093 0.0021005033128768677 -0.0029285975865772341 -0.0028756823866963746 2.9836130904498101e-05 -0.0015441099282487037 0.0031609308253021514
leaf_weight=0.081701977090233302 0.21123119515686983 0.014326279844681267 0.040124252720490694 0.016073215751021053 0.024512726248758554 0.053725038647826295 0.0226126256166026 0.044837628360255621 0.17798617729022215 0.094932647241876 0.22179741496438499 0.04553682366531564 0.12941919816148795 0.041838590559109323 0.03373506385833025 0.059593031387521367 0.6179728325041649 0.062745157325483247 0.1647913779743273 0.21043453506263177 0.052008374853361516 0.026161022316959048 0.20165977848954453 0.20267602410785912 0.17878427301184163 0.04070624685846258 0.041587031679227837 0.93977932559391775 0.091598982195137069 0.045368315739324316
leaf_count=179 272 2 43 2 47 22 2 25 320 294 154 34 95 196 3 75 176 237 211 75 353 16 23 29 297 14 14 675 11 14
internal_value=0 -0.00209906 -1.4546e-05 -0.0001044 -8.38534e-06 0.00117489 0.00180616 -0.00153831 -0.00221681 -0.000113173 0.00140466 -4.99563e-05 -8.06513e-06 3.19415e-05 7.26022e-05 0.000146834 0.000205939 -0.0002979 -0.00201062 6.59639e-05 -0.000376468 -0.000115051 0.000142032 -0.000511854 0.00143208 0.000527179 0.000608197 0.000693689 0.00141517 0.00017403
internal_weight=0 0.0960283 4.09423 3.80666 3.56776 0.287569 0.233844 0.238897 0.194059 3.32145 0.24631 3.22652 3.18098 3.14086 3.09902 2.9696 2.91001 1.133 0.198526 0.934469 0.724035 0.661289 0.609281 0.404336 0.204945 1.77701 1.73631 1.69472 0.709572 0.985148
internal_count=3910 181 3729 3433 3086 296 274 347 322 2885 201 2591 2557 2514 2318 2223 2148 1244 214 1030 955 718 365 52 313 904 890 876 187 689
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=39 3 133 1365 48 38 158 51 40 40 42 483 4 123 52 3 1373 52 49 47 151 52 4 0 0 16 1375 1 133 159
split_gain=0.0417095 0.0539268 0.050224 0.0514414 0.0479904 0.0484907 0.0453917 0.0415228 0.0442484 0.0640547 0.0490577 0.0415087 0.0594467 0.0410801 0.0397278 0.0418372 0.0398804 0.042412 0.109374 0.0773404 0.0665362 0.0597033 0.0981889 0.0609006 0.107561 0.0608288 0.0555395 0.0597615 0.0677927 0.0519973
threshold=0.005105000000000001 0.31335500000000011 0.10681500000000001 1.0000000180025095e-35 0.11280000000000003 1.0000000180025095e-35 0.11015500000000002 -0.40274499999999996 -0.067204999999999987 -0.083709999999999993 -0.089024999999999979 0.080590000000000009 0.62104500000000018 0.086020000000000013 -0.42985499999999993 -0.5217799999999998 0.10355500000000002 0.11401500000000002 0.14121000000000003 0.13206500000000002 -0.24440499999999998 0.10701500000000001 -0.49837999999999999 -0.076099999999999987 -0.10575999999999998 0.050115000000000007 -0.43271999999999994 1.0000000180025095e-35 0.084285000000000013 -0.46940999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -2 9 -9 -11 14 -13 -12 15 -1 17 19 29 20 -16 22 -22 24 25 26 -24 28 -28 -19
right_child=4 -3 -4 -5 -6 -7 -8 8 -10 10 13 12 -14 -15 16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036984744899822494 -0.0036710615808176459 0.0027740265419826937 -0.0031354024702340282 -0.0034211552740341894 0.003477269346581457 -0.0014441245429092529 -0.003663743521619378 0.0030336318255030689 0.0033757324913169994 -0.003662481092636317 -0.00091405043834842897 -0.0033835725373153615 0.0036731676373824439 0.0029973576572722817 -0.0036692155022041294 -0.0036585111363458896 -0.0036752367847637472 0.0015247208708515632 0.0027432703229482457 -0.0036988576735140209 -0.0036764389518021642 0.0034309819354467674 -0.0013080273865303308 0.0013512481581659001 -0.001339629790487255 -0.0022284607960701805 -0.0027284710729090682 0.0018037018986839445 0.0023383742284390995 -0.00287383999419321
leaf_weight=0.012138201855123043 0.023789202423358802 0.077778049635526147 0.081500962723566661 0.066103024262701982 0.07739092218253063 0.14140634623618098 0.048723865186729998 0.098030440572983935 0.10214194910986396 0.050959153068106389 0.10183445421716897 0.098398136695322935 0.019007584240171127 0.05528455389685405 0.053496259381067612 0.068671669770994259 0.037989022857800481 0.042494484952840139 0.077003513230010867 0.064272140298271441 0.078524160118835673 0.086426816057610156 0.12103613454382867 0.7241565713684307 0.49252703721185764 0.08474206090613734 0.090597028774940691 0.67471477449362283 0.057668541558086872 0.22987023019777542
leaf_count=1 11 123 502 67 59 68 142 109 62 27 45 274 14 78 47 279 18 65 17 17 60 30 14 225 982 20 51 197 5 301
internal_value=0 -0.000232623 -0.000303272 -0.000231778 0.000777076 0.000412665 -0.000165112 0.00102039 0.00129377 0.000599059 -0.000547925 -0.000110366 -0.00224111 0.000462234 -2.68761e-05 -0.00255344 4.3153e-05 9.22431e-05 -0.00110078 0.000257107 0.000360301 0.000449732 0.000338861 0.000479278 6.42067e-05 0.000736306 0.00100245 0.00134225 -0.000757699 -0.00218757
internal_weight=0 3.38784 3.31006 3.22856 0.650837 0.573446 3.16246 0.43204 0.408251 0.306109 0.208078 3.11373 0.117406 0.157119 2.99633 0.0808099 2.91552 2.87753 0.349368 2.52816 2.46389 2.41039 2.32397 2.24544 1.52129 1.02876 0.944016 0.82298 0.148266 0.272365
internal_count=3910 3451 3328 2826 459 400 2759 332 321 259 150 2617 288 123 2329 280 2049 2031 383 1648 1631 1584 1554 1494 1269 287 267 253 56 366
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=1 3 12 3 40 151 4 50 47 43 52 47 133 133 3 12 1374 2 1 160 14 156 150 1 403 160 42 484 11 48
split_gain=0.254939 0.198175 0.19317 0.201067 0.154171 0.154112 0.174329 0.267065 0.156716 0.167974 0.155911 0.152446 0.147989 0.159663 0.233517 0.16459 0.158827 0.168624 0.189362 0.175561 0.145788 0.138723 0.155322 0.159562 0.136938 0.158581 0.155465 0.150326 0.10908 0.109596
threshold=0.094485000000000013 -0.115685 -0.041094999999999993 0.16699000000000003 0.34489500000000001 -0.40391999999999995 -0.17479499999999998 0.11515000000000002 0.09252500000000001 -0.26007999999999992 -0.24456499999999998 1.0000000180025095e-35 -0.090054999999999982 0.10681500000000001 0.10666500000000002 0.094045000000000004 -0.094679999999999986 1.0000000180025095e-35 0.087545000000000026 -0.082969999999999988 -0.074139999999999984 0.11896500000000002 0.10784500000000001 0.11215000000000001 -1.0000000180025095e-35 0.087825000000000014 -0.09361499999999999 -1.0000000180025095e-35 0.080455000000000013 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 4 5 -2 -4 20 8 9 -8 -11 12 -3 14 15 16 -14 -18 19 -19 -7 22 -12 -24 -21 26 -26 -28 29 -1
right_child=2 11 3 -5 -6 6 7 -9 -10 10 21 -13 13 -15 -16 -17 17 18 -20 24 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00011100458267593453 0.00073274637268768718 -0.0012468151717934151 -0.0012586514575372643 0.0010643985205088487 -0.0012570048539999495 0.00086275818153971591 -0.0010972355479935865 -0.0012525213152139096 -0.00024104041421024578 -0.00075970095971939996 0.00093862062094995913 -0.0011696210383464096 -0.0012939427774497645 -0.0012659118571047808 0.00068084044144680386 -0.0012592629633017334 -0.0010291543703622992 -0.001249562681649545 0.00060201978593461185 -0.0012464906349565815 -0.0012592364882292087 -0.000719653441688805 0.00070668520410998637 -0.00053387853444078091 -0.0012654437743116198 -0.00091756685006270922 -0.0012518263926984707 0.00047698315165907261 -0.00086023624594729477 0.0010504404124313529
leaf_weight=0.9186043286390484 0.99693186851800397 0.2412128110481716 0.15823332004947621 0.26430829528544553 0.064078238792717457 0.061484933830797672 0.11453769190120722 0.2164178361854282 0.95360233464452893 0.15176060807425651 1.0557541452508279 0.34007728609867616 0.19547827754286284 0.22172765052891907 0.42993116402067233 0.25241400379309187 0.28943350609188234 0.22450034506619188 0.56872945791110385 0.14064502523251832 0.26938336397870477 0.12371569219976652 0.36835387913743023 0.28381948982132599 0.10063280187751122 0.22638714946515381 0.084049079061517262 1.0402973871969061 0.13846024866506912 0.24274156578758266
leaf_count=136 367 396 27 85 8 4 14 87 127 41 233 225 42 411 27 197 179 279 44 270 122 5 49 18 33 121 106 164 67 26
internal_value=0 -0.000243105 0.000140635 1.61167e-05 0.000612578 -5.76296e-05 -4.82312e-06 8.22571e-05 0.000176921 0.000366901 0.000451453 -0.000370262 -0.000302562 -0.000242215 -0.000178321 -0.000296615 -0.000211955 -0.000132878 -2.41211e-05 -0.000220159 -0.000864908 0.000551802 0.000643902 0.000166804 -7.49955e-05 3.85285e-05 0.000215223 0.000347748 0.000182986 0.000307363
internal_weight=0 5.65532 5.08238 4.02137 1.06101 3.75706 3.59883 3.26796 3.05154 2.09794 1.9834 4.35552 4.01544 3.77423 3.5525 3.12257 2.87015 2.67467 2.38524 1.81651 0.330868 1.83164 1.70793 0.652173 1.59201 1.45137 1.22498 1.12435 1.29981 1.16135
internal_count=3910 2723 1187 812 375 727 700 574 487 360 346 2494 2269 1873 1462 1435 1238 1196 1017 973 126 305 300 67 694 424 303 270 229 162
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=31 105 14 1 376 42 151 4 160 4 13 4 1348 11 43 3 13 38 1 0 13 13 49 4 151 133 150 50 42 15
split_gain=0.0392849 0.0587394 0.0384082 0.0614216 0.0393087 0.0639969 0.0449742 0.0550725 0.0532204 0.0525942 0.0632398 0.0598864 0.0606707 0.056403 0.0548073 0.0863792 0.0611217 0.0732057 0.0663928 0.0654695 0.0829568 0.0536542 0.0486426 0.0680327 0.0477719 0.0474581 0.0590372 0.0470181 0.0465803 0.088442
threshold=-1.0000000180025095e-35 0.094650000000000012 0.077685000000000018 0.13735000000000003 0.048375000000000008 -0.089024999999999979 -0.52174999999999983 0.27020000000000005 -0.092169999999999988 -0.49837999999999999 0.41346500000000003 -0.39075499999999991 0.084620000000000015 0.080455000000000013 0.093240000000000017 -0.15002999999999997 -0.083514999999999992 1.0000000180025095e-35 0.090475000000000014 -0.084074999999999997 -0.083654999999999993 -0.075169999999999987 -0.016474999999999997 0.18622000000000002 -1.0000000180025095e-35 -0.031394999999999992 -0.22988499999999998 0.083215000000000011 0.091230000000000019 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -2 8 25 10 -10 -11 13 14 15 -13 17 18 19 20 -17 -18 -16 -24 -21 -8 -27 28 29 -23
right_child=2 -3 3 -5 5 -7 7 -9 9 11 -12 12 -14 -15 22 16 21 -19 -20 24 -22 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025958151217440224 -0.0027839974308468741 -0.002828535111020223 -0.0025748862490136944 0.0027953806246516734 -0.00087408329845489231 0.0020147801101021226 0.0011620923650209054 0.00074186848731739609 -0.0027599041625636475 0.0013921361309491322 0.0020857257193054803 0.0026925584049138002 0.0024638419775609749 -0.0027887545953406861 0.00074953691724871131 -0.0022911553610813779 -0.0023854934870206897 -0.0018615087092327077 0.0026048467097359476 -0.0018759042979977708 0.0028672548973119171 -0.00015028815933257049 -0.002793135294918364 0.0019653642979882103 0.002226498158460901 0.002624495690290685 -0.0027828353347997535 -0.0027925376644927949 0.00091368160777611476 -0.0027936229443064581
leaf_weight=0.085918741084242689 0.048330418227125693 0.018715949729084969 0.096843921689469314 0.01973665039986372 0.091226904361974448 0.16728024962503685 0.039156534699941403 0.52105988507173595 0.10803246553405443 0.20536663004168332 0.025658283615484834 0.086626562086170256 0.06545030144843611 0.06521263228933083 0.061023250578728039 0.10310445730192441 0.10176760687409481 0.075031632324680686 0.14974100900326448 0.026204982741546701 0.031281430274248123 0.8648882117422374 0.159675628338391 0.027047518302424578 0.13154007532284984 0.017320141647360288 0.15153494497554021 0.055358171267471445 0.24122009675284062 0.10981362784468729
leaf_count=112 62 1 119 5 22 121 57 359 141 66 2 24 37 29 17 379 257 15 88 22 1 393 218 7 97 5 414 220 244 376
internal_value=0 0.00162556 -9.74865e-05 -0.00166572 -4.8471e-05 0.000995303 -0.000126197 -8.86723e-05 -0.000237795 -0.000133389 -0.00182992 -4.48039e-05 -0.000170112 -0.000245408 -0.000170843 -1.66505e-05 -0.000140828 0.000672388 0.00110265 0.000332656 -0.00109042 -0.000446975 -0.00140102 -0.00210385 0.001545 -0.00158999 -0.00222818 -0.000291794 -0.000177941 -0.000448096
internal_weight=0 0.104635 3.84653 0.116581 3.72995 0.258507 3.47145 3.42312 2.90206 2.69404 0.133691 2.56035 2.35499 2.28954 2.22432 1.97658 1.88995 0.516904 0.441872 0.292131 0.134386 1.37305 0.247746 0.186723 0.157745 0.208012 0.168855 1.27128 1.21592 0.974702
internal_count=3910 113 3797 124 3673 143 3530 3468 3109 2633 143 2490 2424 2387 2358 2116 2092 602 587 499 380 1490 242 225 119 476 419 1233 1013 769
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1 484 3 3 43 2 52 39 3 48 4 50 47 2 51 46 12 0 12 43 160 51 160 0 150 122 16 51 42 376
split_gain=0.196352 0.176463 0.139339 0.180872 0.170999 0.16263 0.129402 0.126351 0.139709 0.15152 0.203958 0.200582 0.191425 0.130561 0.129401 0.151841 0.125553 0.126777 0.152197 0.188137 0.14833 0.122598 0.113318 0.099332 0.131037 0.0967357 0.107956 0.0930522 0.0908784 0.0900407
threshold=0.094485000000000013 -0.0043499999999999988 -0.115685 0.086245000000000016 -0.075819999999999985 0.086245000000000002 -0.089799999999999977 0.084835000000000008 0.16699000000000003 0.11930500000000001 -0.17479499999999998 0.11515000000000002 0.13206500000000002 0.090695000000000012 -0.40274499999999996 0.092020000000000005 0.094045000000000004 -0.071924999999999989 0.085775000000000004 -0.089949999999999988 -1.0000000180025095e-35 0.11975000000000001 0.084480000000000013 -0.060094999999999989 0.083295000000000022 0.089350000000000013 -0.55207499999999987 -0.07742499999999998 -0.10770999999999999 0.087355000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 16 -5 -7 8 9 10 -2 12 13 22 -9 25 17 18 19 -4 -21 -11 28 24 -3 26 -16 -15 -12 -6
right_child=7 2 3 5 29 6 -8 14 -10 21 11 -13 -14 27 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012316932351348322 -0.0013634106535003949 -0.00086269710637832558 -0.0011066171228844555 0.0011774182362076224 -0.0010367811376911676 -0.0012601215681082214 0.00010578672359001315 -0.0013600423228380834 0.0008528572546362711 -0.0013647532913294428 -0.0009428832753778472 -0.0013541612694588884 -0.0013792163948505307 -0.00027435832709486448 -0.00087681637364018356 -0.0009198642431173682 -0.0013595693718781792 0.00056596988689554359 -0.0013508615601172445 -0.0010796391299193586 0.0010399606172333163 -0.00011641869025878775 -0.0012274747543574165 0.00047897064847498362 0.00094165425572672299 -0.00035813556436076053 0.0012556828458255018 0.00088067325421714387 0.00032702177852347473 0.00043295816769781001
leaf_weight=0.3088680279906838 0.16656109895120685 0.26456469040567754 0.18163752879627282 0.21619215945247539 0.99141895995853724 0.15080116991885006 0.75325650323065929 0.057535273605026305 0.3371407364757032 0.26139992446405802 0.11420898081269326 0.14618443087238109 0.12073216031421896 0.14768591593019664 0.046251075691543519 0.090607908903621137 0.14900509997096367 0.39895587658975307 0.20822095417315722 0.076386722106690286 0.27561149917892169 0.31337835744488984 0.11249524448066939 0.81684525526361518 0.10065246879821643 0.093318848055787385 0.61281714290089428 0.87481954501708947 0.96184950853057616 0.081736669177189469
leaf_count=485 108 108 92 22 1206 36 63 10 148 45 6 78 17 26 10 10 153 61 315 73 24 26 27 61 14 11 289 163 213 10
internal_value=0 -0.000246443 -0.000181214 -0.000316719 -0.000527897 0.000128726 -0.000122053 0.000142553 2.85187e-05 -5.78097e-05 7.83207e-05 0.000175229 0.000271109 0.000361223 0.000592909 0.000726199 -0.000197634 -4.58698e-05 -0.000374905 5.9063e-06 0.000579989 -0.000684141 5.78644e-05 0.000218081 -0.000365425 0.00092443 0.00110603 0.000713846 0.000192239 -0.000924839
internal_weight=0 4.97415 4.66529 3.48322 2.36297 1.12025 0.904058 4.45699 3.55646 3.21932 2.64454 2.47798 2.33179 2.21106 0.90053 0.842995 1.28982 1.14081 0.741857 0.533636 0.351998 0.574778 1.18855 1.18206 0.365217 0.752387 0.659068 1.02251 1.07606 1.07316
internal_count=3910 2723 2238 2055 1934 121 99 1187 857 709 638 530 452 435 330 320 718 565 504 189 97 71 246 183 122 310 299 189 219 1216
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=4 11 403 484 150 160 151 403 3 3 43 42 3 3 0 0 52 16 15 2 0 50 13 4 148 15 16 47 16 10
split_gain=0.291128 0.25807 0.172968 0.181739 0.237481 0.176851 0.160017 0.159927 0.130712 0.176622 0.292577 0.260378 0.17159 0.146517 0.167834 0.170776 0.135109 0.124 0.182124 0.126305 0.10945 0.106112 0.101332 0.101136 0.112826 0.100591 0.0855121 0.0842105 0.102047 0.0843427
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 -0.0043499999999999988 0.097030000000000019 -0.217635 -0.27336999999999995 0.090530000000000013 -0.12008499999999998 -0.078669999999999976 -0.044024999999999988 -0.094739999999999977 -0.08348499999999999 -0.084129999999999996 -0.10303999999999998 -0.060094999999999989 -0.094124999999999986 -0.094359999999999986 0.05377500000000001 -0.0098549999999999974 0.0059850000000000016 0.11901000000000002 -0.15078499999999997 -0.59419999999999995 0.087215000000000015 -0.0071449999999999994 -0.0083999999999999995 0.096475000000000019 -0.53943499999999989 0.043560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -2 8 26 12 11 -11 13 14 -10 -16 -12 -18 19 -19 25 27 -14 -5 -25 -21 -7 29 -29 -8
right_child=6 -3 3 5 -6 7 21 -9 9 10 16 -13 22 -15 15 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00112932120395791 -0.00098579723858618754 -0.0009778610606428588 -0.0010192309645110909 0.0011677024899935128 0.00076074323355563352 6.7464778145338343e-05 0.00085214569645364877 -0.00086958593812632454 0.00038629874438447678 -0.00060116231773242623 -0.00073297395828153078 0.00071583150579648943 0.0011574420410915406 0.0006896096944285265 -0.0011129608996076252 6.0239573573104631e-05 -0.00031511114581068896 -0.00068823536789203502 -0.00098242063472417178 0.0003602830939354583 -0.00027701148870557755 -0.00047659684728550188 -0.0011314293359051695 -0.001021074799104455 0.00093634016885711744 0.0011394810564349651 0.00070891957694988155 0.00075965160929434856 -0.0003921736783918916 0.00010641886547755557
leaf_weight=0.20450826595697158 0.10680016467813391 0.45328513003187332 0.49017249506505045 0.034259214997291565 0.11794872744940221 0.50027742913516704 0.86094489351671721 0.25378803053172294 0.29196959221735197 0.22592781666025974 0.38436305865616294 1.2111493269840137 0.026243608444929123 0.22377638018588186 0.39084435918629934 0.26345329312608046 1.0557390634858168 0.14319413178600382 0.15258930597337883 0.72557261191104749 0.22803064296022069 0.14712025702465314 0.37644772238854796 0.40450622142088555 0.041149649943690747 0.29581940991921485 0.55718504106334499 0.16631723335012794 0.23599616938736279 0.2477215400285786
leaf_count=435 20 175 516 1 19 39 319 259 20 35 130 274 1 31 437 33 100 30 108 85 16 19 297 321 6 27 43 17 30 67
internal_value=0 -0.000149627 -0.000105968 -8.10362e-05 -0.000673994 -3.47252e-05 0.00035039 8.7754e-06 4.03833e-05 -2.40101e-05 9.12682e-05 0.000508782 -0.000348162 -0.000129925 -0.000323732 -0.000640571 -0.000109716 -1.76122e-05 0.00018565 0.000313635 0.000428458 0.000436456 -0.000982262 -0.000696991 -0.000840337 0.000585957 0.000405452 0.000525357 8.39934e-05 0.00068552
internal_weight=0 9.0522 8.59892 8.39441 0.608121 7.78629 1.7649 7.30637 7.05258 5.99512 4.42239 1.43708 1.57273 1.17004 0.946267 0.654298 2.98531 2.60095 1.54521 1.39262 1.24942 1.6581 0.402691 0.479915 0.445656 1.02139 1.05746 1.51098 0.402313 1.10867
internal_count=3910 3438 3263 2828 535 2293 472 1965 1706 1624 805 309 819 521 490 470 496 366 266 158 128 452 298 328 327 112 82 433 47 386
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=1456 1453 1425 4 402 11 43 40 376 16 16 15 9 0 0 43 133 160 52 1 48 150 3 47 52 9 3 13 457 15
split_gain=0.038744 0.0411839 0.0386451 0.0482658 0.0392886 0.0403761 0.040072 0.0667401 0.0597862 0.0672757 0.072362 0.0884411 0.094354 0.0690296 0.0768175 0.0572309 0.0666373 0.0718729 0.0596689 0.0519477 0.05715 0.0583593 0.0532533 0.0471487 0.0467317 0.0404555 0.0562483 0.0645746 0.0425354 0.0437079
threshold=-1.0000000180025095e-35 -0.09343499999999999 1.0000000180025095e-35 0.50657000000000008 0.10668000000000001 0.088315000000000018 -0.06705499999999999 -0.083709999999999993 0.08672500000000001 0.15737500000000001 -0.014099999999999998 0.05377500000000001 0.082325000000000023 0.12500000000000003 0.039665000000000006 -0.078844999999999985 -0.031394999999999992 -1.0000000180025095e-35 -0.24456499999999998 0.13860500000000003 0.12649500000000002 0.12820000000000001 -0.15327499999999997 0.13206500000000002 0.048695000000000009 -0.016839999999999997 0.086245000000000016 -0.11267999999999999 -0.0034949999999999994 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 10 13 12 -12 14 19 16 -9 -18 -19 20 21 22 -8 -20 -17 -24 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 -7 8 15 -10 -11 11 -13 -14 -15 -16 24 17 18 23 -21 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=0.0020753676591103699 0.0034229762836773653 -0.0031447874297983922 -0.0037956803292023226 0.002551068558808634 -0.0036516872170192648 -0.0017409730313559595 0.0025878062372307301 0.0026991916543694225 0.0026823984602225431 -0.002268342350783202 0.0026977092682551212 -0.002725480672378541 -0.0036869647219510012 -0.0030450275541773907 0.0036031223072837521 0.0026955749145271659 -0.0027698784374373896 -0.0023760383273201762 0.00082576938306923612 0.0029699414306458847 -0.0036745978259373206 0.003675504379550369 0.0038307476499289668 -0.0038067025063669014 -0.0023603596182617355 0.00075538294245629614 -0.0023402311168291331 -0.0031332292961897272 -0.00089723162072968192 0.001329090157472919
leaf_weight=0.026446606099852943 0.10783719071696385 0.10291901906202872 0.03700251133977861 0.10331534525903396 0.041340719078561849 0.17517577739818069 0.068311064816954814 0.10972061964093871 0.094548382061475311 0.2268517455759137 0.30679055416203271 0.064817619000677951 0.036004956011311151 0.13553203194169339 0.068370596854947396 0.19760238451999868 0.1463666065765209 0.1136290898266451 0.56349350170785351 0.058427809079148463 0.080187662624666589 0.046583269489928969 0.025322839617731407 0.032342085600248538 0.029212945269136981 0.078252792290188222 0.11290730837208685 0.24743342312558148 0.2492047086416278 0.241956990910694
leaf_count=31 108 338 91 212 211 104 25 54 37 184 132 69 35 13 16 131 342 124 388 37 30 8 1 5 119 44 37 852 61 71
internal_value=0 -0.00207762 -1.22859e-06 3.60977e-05 -3.493e-05 6.4093e-06 9.53474e-05 0.000612038 -0.000218359 -0.000352344 -0.00011354 0.00127136 0.00202711 -0.000513192 -0.000244472 0.000357818 -3.83706e-05 -0.000389336 0.000101784 -0.000462132 -0.000636481 -0.000408793 -0.000594705 0.000574318 0.00204439 -0.000822331 -0.000949062 -0.00219891 -0.000275202 0.000199503
internal_weight=0 0.129366 3.79854 3.76154 3.65822 3.61688 3.44171 1.3002 2.1415 2.04696 1.8201 0.407613 0.342796 1.41249 1.27696 1.19237 0.965552 0.855831 0.709465 1.20859 1.15016 1.06997 1.02339 0.595836 0.226815 0.955078 0.929755 0.325686 0.604069 0.491162
internal_count=3910 369 3541 3450 3238 3027 2923 1271 1652 1615 1431 236 167 1195 1182 1163 913 859 517 1166 1129 1099 1091 393 250 1066 1065 896 169 132
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=1 3 15 47 15 133 3 12 11 52 1 50 133 156 1374 484 0 49 2 49 49 4 9 52 42 160 12 124 3 12
split_gain=0.209164 0.141402 0.18919 0.187438 0.163236 0.146475 0.159773 0.138144 0.130548 0.12705 0.12151 0.156775 0.116209 0.12094 0.119278 0.11632 0.178166 0.153119 0.174401 0.139674 0.148409 0.157989 0.174006 0.15396 0.126855 0.115276 0.137519 0.119742 0.138928 0.142589
threshold=0.10444500000000001 -0.115685 -0.016339999999999997 0.09252500000000001 0.10043500000000001 0.10681500000000001 0.11476000000000001 0.095295000000000019 0.077165000000000025 -0.42985499999999993 0.099595000000000017 0.086465000000000014 -0.090054999999999982 0.090040000000000023 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 0.090775000000000008 0.093815000000000009 -0.085174999999999987 -0.080639999999999976 -0.078094999999999984 -0.016839999999999997 0.084890000000000007 0.091230000000000019 -0.079684999999999992 -1.0000000180025095e-35 -0.50873999999999986 0.16699000000000003 -0.041094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -2 11 12 -3 14 -14 -16 -17 18 19 -18 -21 23 -23 -22 -25 26 -11 -27 29 -29
right_child=9 3 8 -5 -6 -7 -8 -9 -10 25 -12 -13 13 -15 15 16 17 -19 -20 20 21 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00084215980440515326 -0.0012474113357382498 -0.0012463214943819428 5.0348690852754588e-05 -0.001151907927387334 -0.0012523491926284182 -0.0012414276590747523 0.00059349643391918877 -0.0012565293789160274 -0.0011226541739097914 0.00085422828027761943 0.00077987217004163163 -0.0012521255162451076 -0.00085497797093184104 -0.0011372735474189069 -0.0010176371090594588 0.0010087878900340429 -0.0011070877828071482 -0.0012179950198183181 0.00069636071586404061 0.00097708200170041172 0.00072945819657428918 0.0012929119746060991 -0.0010043364768460917 -0.0012581337004280403 0.0012126546585940587 -0.0012504416622853727 -0.0006013812669148019 0.0010209862114839198 0.00094858057680845688 0.00011382797664235644
leaf_weight=0.41870400711195532 0.096111980557907706 0.1411772306928486 0.87602607269945998 0.3727466964337508 0.23124984597234277 0.19202794839657134 0.42295813711825747 0.18636549555230875 0.17620561795047252 0.12696532873087563 0.20136707273195487 0.21097735370494763 0.24742805866117379 0.16160607373603841 0.14869933580485239 0.3018438401632032 0.20041504761320905 0.1512923386399051 0.52054684636823356 0.20530636498006427 0.36853781931859153 0.058299982105381787 0.406039512614355 0.1366296789055923 0.042005877316114493 0.075538882549154862 0.47873865650035519 0.30350665688456713 0.48008880759880401 2.2835049929126372
leaf_count=72 83 242 99 193 292 381 34 202 116 56 50 344 43 112 131 23 30 104 56 21 87 4 175 222 4 8 91 181 144 310
internal_value=0 -0.000202943 0.000135223 -0.000304302 -0.000234631 -0.000179944 -0.000130367 -0.000213371 -0.000146081 0.000164239 -0.00015786 -0.000215067 -0.000144256 -9.14902e-05 -3.08507e-05 4.94418e-05 0.000115807 -1.3217e-05 8.08461e-05 -0.000145231 1.31907e-05 -0.00018245 -0.000715906 0.000270249 -0.000677132 0.000200436 -0.000296262 0.000296168 0.000334259 0.000220255
internal_weight=0 6.37846 1.47094 4.90752 4.53477 4.30352 4.1115 3.68854 1.05223 3.84446 3.50217 3.30081 3.08983 2.94865 2.78704 2.53962 2.39092 2.08907 1.93778 1.41723 1.21682 1.01151 0.464339 0.547173 0.178636 3.74834 0.605704 3.14264 3.0671 2.58701
internal_count=3910 3037 287 2750 2557 2265 1884 1850 215 873 1648 1598 1254 1012 900 857 726 703 599 543 513 492 179 313 226 790 147 643 635 491
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=1 484 12 3 40 3 47 133 1374 0 52 3 12 43 42 156 151 4 50 47 43 47 14 128 52 4 12 15 0 149
split_gain=0.209791 0.196526 0.185305 0.188667 0.182102 0.154201 0.184066 0.161835 0.15773 0.258782 0.188918 0.158581 0.165249 0.167692 0.168638 0.161371 0.153124 0.14525 0.229931 0.25291 0.173139 0.20173 0.159787 0.158367 0.17734 0.135891 0.243189 0.12928 0.122864 0.120935
threshold=0.094485000000000013 -0.0043499999999999988 -0.071274999999999991 0.31335500000000011 0.34489500000000001 -0.115685 0.077735000000000012 -0.090054999999999982 -0.094679999999999986 -0.23029999999999998 0.11401500000000002 0.10666500000000002 0.094045000000000004 -0.074904999999999985 -0.09361499999999999 0.085790000000000019 -0.40391999999999995 -0.17479499999999998 0.11515000000000002 0.09252500000000001 -0.074254999999999988 0.13439000000000004 -0.074139999999999984 0.086435000000000012 -0.074484999999999982 -0.078094999999999984 0.083175000000000013 -0.016339999999999997 -0.060094999999999989 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 -1 4 16 -2 27 7 -7 -9 -10 11 12 13 14 -11 -16 -4 22 19 23 21 -21 -18 24 -19 26 -15 -3 -29 -26
right_child=2 5 3 -5 -6 6 -8 8 9 10 -12 -13 -14 25 15 -17 17 18 -20 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.00129874176646197 0.00081248414889121537 0.001009070779390675 -0.0014169802189193978 0.0014100898098951369 -0.0014214164490668531 -0.0014045690274832581 -0.0013258637601883433 -0.0014457864562382498 0.0011103715962738185 -0.0014287238204929397 -0.0013289843018305268 0.00064469947365636 -0.0014181454400266046 0.00055150823307542726 0.00057915236093579903 -0.0010915667915348433 0.0011304034124767738 -0.00012377770553307751 -0.0012457546019915351 0.00086047462969879405 -0.00081301269830367617 -0.00090208780946582194 -0.0012881049774048899 -0.00097420174611114981 0.00092635574202521538 -0.0011451325737502174 -0.0014159887721696659 -0.00085246681195217939 0.00025112676089301711 -0.00052465603812374979
leaf_weight=0.33851690119990951 0.97240143378439803 0.30730551914894011 0.15875870583113272 0.17674052927759465 0.077305411919951439 0.222867886823224 0.33677390849334177 0.18198078936257012 0.31141287254286032 0.11178046958229959 0.27893201949336788 0.44751026621088374 0.22089410883927474 0.36880594646209086 0.94740567084227423 0.12888900638790801 0.065261504612863064 0.55421096712234508 0.24338457971316518 0.36107391407131217 0.68421430283342466 0.19693774939514697 0.30028067124658209 0.14281993595068332 1.3537893631801137 0.44594755000434549 0.18519541450950783 0.2633299605877254 0.79765407106606279 0.12296103907283384
leaf_count=485 335 47 27 68 8 372 169 46 24 50 263 25 245 38 227 80 4 94 89 50 74 8 124 32 263 169 347 85 51 11
internal_value=0 -0.000262458 0.000119559 -7.64782e-06 0.000647969 -0.000199327 -0.000332711 -0.000245872 -0.000174709 -0.000107599 -0.000228571 -0.000121115 -0.000263382 -0.000146802 0.000208992 0.00037908 -6.75403e-05 -1.43132e-05 6.97961e-05 0.000163527 -0.000340707 0.000238418 -0.00085632 0.000451676 0.000551945 -0.000569533 -0.0001062 0.000208965 -2.27786e-05 0.000805538
internal_weight=0 5.8952 5.41014 4.36043 1.04971 5.55669 4.1884 3.85162 3.62875 3.44677 3.13536 2.85643 2.40892 2.18802 1.18808 1.07629 4.18369 4.02493 3.65939 3.41601 1.24223 0.558012 0.365542 2.17378 2.03096 0.999949 0.554001 1.36829 1.06098 1.47675
internal_count=3910 2723 1187 844 343 2238 2055 1886 1514 1468 1444 1181 1156 911 357 307 776 749 621 532 132 58 128 400 368 554 385 183 136 274
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=1 484 47 2 11 3 47 15 48 133 3 0 16 49 403 156 4 1375 457 1 159 43 151 12 2 4 151 133 160 3
split_gain=0.218854 0.165307 0.137513 0.137423 0.159615 0.16936 0.161345 0.165866 0.161341 0.153753 0.16201 0.144472 0.143692 0.128461 0.124318 0.118537 0.112778 0.11252 0.149308 0.17008 0.106856 0.100802 0.0999752 0.111053 0.120762 0.1181 0.14235 0.142045 0.103036 0.0932995
threshold=0.10444500000000001 -0.0043499999999999988 0.084155000000000021 -0.13811499999999996 0.081005000000000008 -0.115685 0.09252500000000001 0.10043500000000001 0.082070000000000018 0.10681500000000001 0.11476000000000001 -0.11524 -0.035699999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.11896500000000002 -0.15333499999999997 -0.43271999999999994 -0.0015249999999999997 0.077800000000000022 0.073745000000000019 -0.028814999999999997 -0.084129999999999996 0.095295000000000019 -0.074699999999999989 -0.41745999999999994 0.084350000000000008 -0.090054999999999982 -0.082109999999999975 0.10223
decision_type=2 2 2 2 2 2 2 2 2 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 15 -3 5 8 7 9 12 10 11 17 16 14 -13 20 -5 -7 -19 21 -2 -20 -16 24 -24 -26 27 -27 -29 -1
right_child=2 3 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 -15 22 -17 -18 18 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0012333865129840961 0.00035184796036077671 0.001006210104198751 -8.452620474179746e-05 0.00014375143834130847 -0.0012289399704258094 -0.00066824582749821484 -0.0010758857918584256 -0.0012267270297434728 0.0010552249453074718 -0.0012153477789327201 0.00067461774606458486 -0.001221798959862694 0.00042818466676478121 -0.0011958003650985112 -0.0010763498504922978 -0.0006893117313863514 -0.0012392956388056324 -0.00064228268268244171 0.00053645202734534038 0.00086468718267621373 0.0011160141665855147 -0.0012335228115234039 -0.0012234922840124714 -0.001232383648277769 -0.00079258122895467769 -0.0012207200204897382 -0.0011494440699039712 -0.00061821713190040358 0.00071112306834503192 0.00052857913052133977
leaf_weight=0.31126769975526247 1.5371986655591179 0.15317573759239156 1.4651008184446253 0.16704242333071306 0.20171365872374725 0.19393927324563254 0.31514892990526266 0.20929408333176969 0.30136298341676593 0.17891970824712178 0.39950052415952075 0.1720185541053082 0.51823068731755373 0.23494004866370222 0.15081813579308923 0.13661377901007643 0.18428263651730958 0.18643568508559827 0.086760927515570074 0.64462319831363857 0.3303891896503045 0.10653144863317754 0.10072390711866308 0.10648559703986382 0.16630351963976853 0.070734488625021852 0.090914817032171413 0.096798249083804522 0.82648028416588015 0.05214351108588744
leaf_count=506 406 37 233 13 97 12 143 231 25 333 30 383 56 334 63 45 39 29 13 72 189 34 35 66 48 183 28 65 148 14
internal_value=0 -0.000182737 0.00019934 -0.000133285 -0.000163853 -0.00012485 -0.000235914 -0.0001701 0.000286558 -0.000112101 -5.77833e-05 -0.000148244 2.01601e-05 -0.000348516 -0.000236764 0.00040685 -0.000581707 0.000183198 0.000344401 0.000563937 0.000487034 -0.000439055 -0.00013147 -3.37598e-05 6.06487e-05 0.000164022 0.000310655 0.000444199 0.000571753 -0.000980574
internal_weight=0 6.22659 3.4693 5.86318 5.71 5.50829 4.33737 4.02222 1.17092 3.81293 3.63401 3.23451 0.869556 2.01622 1.78128 2.0042 0.351325 1.21829 1.02435 0.837916 1.86759 0.193292 1.60926 1.45844 1.35196 1.25123 1.08493 0.994013 0.923279 0.363411
internal_count=3910 3037 873 2517 2480 2383 2250 2107 133 1876 1543 1513 108 1353 1019 640 52 160 148 119 595 47 636 573 507 472 424 396 213 520
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=1 484 12 40 3 0 3 48 12 4 4 50 453 2 14 48 51 4 43 42 43 2 4 48 43 43 3 475 105 12
split_gain=0.251176 0.167704 0.162873 0.186456 0.145642 0.140808 0.270483 0.155286 0.14531 0.165307 0.139167 0.245801 0.167685 0.171278 0.166316 0.141498 0.164726 0.129769 0.232852 0.179218 0.112435 0.128074 0.117131 0.112047 0.094323 0.142929 0.153415 0.0961738 0.0858229 0.0740486
threshold=0.094385000000000011 -0.0043499999999999988 -0.071274999999999991 0.34489500000000001 0.16699000000000003 -0.072559999999999986 0.086245000000000016 0.086285000000000014 0.085775000000000004 0.39574000000000004 -0.17479499999999998 0.11515000000000002 1.0000000180025095e-35 0.090695000000000012 -0.074139999999999984 0.12862000000000004 -0.07742499999999998 -0.49837999999999999 -0.52334499999999984 0.09901500000000002 -0.078454999999999983 0.10113500000000002 -0.072674999999999976 1.0000000180025095e-35 -0.092084999999999986 -0.077544999999999989 -0.084129999999999996 -0.089124999999999996 0.094650000000000012 -0.036459999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 28 10 6 8 -8 24 -10 14 12 13 23 -4 16 -15 18 -7 20 -19 -22 -23 29 -3 26 -26 -27 -2 -12
right_child=2 5 4 -5 -6 17 7 -9 9 -11 11 -13 -14 15 -16 -17 -18 19 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0010891306049182854 0.00088550124764097155 -0.0011700726530812929 0.00092829142724210121 -0.0012095299451959139 0.00083943318844819227 0.00076382414108833456 0.00071426115811713581 -0.00037862288848030274 -0.0011383137124621845 0.0012075666093069209 -0.0011284472263275659 -0.0012055457942647084 -0.0010857870955301124 -0.00047598156842670452 -0.0012085124711578481 -0.00024844615204981164 0.00094866742010836958 0.00072403767703180125 -0.00099906969176989766 -0.0012122655988851692 0.00046245769382976523 0.00017876125189936665 -0.0012570161659927672 -0.0011042940511023715 -0.001200721703771403 0.0011898548062858178 0.00064203982352408081 -0.00066481634491953037 -0.00062515509458766546 0.00010549009211626918
leaf_weight=0.3069714219564047 0.7531925337971187 0.16851104168017617 0.065247935010120273 0.073554025031626225 0.30083930454566132 0.15386858209967613 0.44371090547065239 0.31938564247684553 0.70467388221004501 0.045689231948927045 0.073332336964087363 0.2079297119489637 0.15117219701642159 0.1347195528796874 0.25684469802945464 0.25662252667825669 0.83123326319036983 0.63775275798980147 0.35152900009416077 0.11286505924363144 0.44402768183499552 0.16555283241905272 0.15921527427417459 0.13388289825525124 0.078344558030948974 0.042546977289020904 0.36605033033993084 0.65100040091056233 0.057843828733894043 1.3181062154544627
leaf_count=484 325 80 4 8 98 8 40 31 1202 6 7 93 24 26 123 32 169 107 69 117 38 9 86 17 81 4 41 312 11 258
internal_value=0 -0.000232473 0.000151446 0.000612516 4.2099e-05 -0.000178193 -0.000350848 0.000256847 -0.000576308 -0.000995474 -2.78523e-05 4.96694e-05 0.000139697 0.000207116 -0.000775649 0.000540403 0.000749974 6.22594e-05 -0.000462356 0.00023676 0.000353034 4.52686e-05 -0.000525119 -6.00205e-05 -0.000335559 -0.000211981 0.00031717 -0.000551038 0.00077776 4.04585e-05
internal_weight=0 5.1517 4.61452 0.88459 3.72993 4.84472 2.81991 0.763097 2.05682 0.750363 3.42909 3.107 2.89907 2.7479 0.322093 1.22258 0.965953 2.02481 0.505398 1.51941 1.40655 0.768796 0.324768 1.52532 1.30645 1.13794 0.444395 0.693547 0.811036 1.39144
internal_count=3910 2715 1195 344 851 2231 1797 71 1726 1208 753 626 533 509 127 227 195 434 77 357 240 133 95 282 518 438 122 316 336 265
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=484 150 1 13 51 3 43 130 148 52 48 2 16 401 15 147 457 11 0 159 38 1374 2 49 49 1 9 4 16 15
split_gain=0.0407476 0.0800271 0.0433322 0.0499352 0.0589453 0.0557079 0.0487224 0.0459663 0.0456367 0.044799 0.0515051 0.0524065 0.0677105 0.0593981 0.0512254 0.0508876 0.0619044 0.0718585 0.0616572 0.0605822 0.0491992 0.0491484 0.0523137 0.0690405 0.0597072 0.0600614 0.0630635 0.059866 0.0485142 0.0526909
threshold=-0.0043499999999999988 0.097030000000000019 0.12811000000000003 -0.040319999999999995 -0.40274499999999996 0.11265500000000002 0.24789500000000006 -0.10152499999999999 -0.084284999999999985 0.11588000000000002 0.12675000000000003 0.10184000000000001 0.42021000000000003 0.079655000000000017 -0.008624999999999999 0.074865000000000015 -0.0015249999999999997 0.077330000000000024 0.15480500000000005 0.10392000000000001 0.13905500000000001 -0.094679999999999986 0.091985000000000011 -0.084934999999999997 -0.04682999999999999 1.0000000180025095e-35 0.084755000000000011 -0.084009999999999987 -0.083564999999999987 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 -2 -9 10 11 13 -13 15 -11 16 -10 18 19 21 -16 -18 23 -23 -25 27 -27 28 -26 -30
right_child=2 -3 3 4 5 -7 -8 8 9 14 -12 12 -14 -15 20 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0024953975912598695 -0.0032964019058376003 0.0024345067217438798 0.002870003972699695 -0.0036656062355631693 0.0024966936551094618 -0.00096441979227822479 -0.0026085807225413281 -0.0025898800257942519 -0.0029298771666169902 -7.6168298177386967e-07 -0.0025275202737564417 0.0014134209368963681 -0.0033161078593011003 -0.0036590681714761702 -0.0036738956415197153 0.0025487303955207389 -0.0019048937555134864 -0.0029461347515815752 -0.0021046027754877301 -0.0036580784775571613 0.0037002102184192261 -0.0020364558293861509 0.0021032245359402526 0.0031321016946955172 0.0029596114371296411 0.0017032923136170281 -0.0026318248470278737 -0.0028627543513429559 -0.0030323854025629845 0.0034084326046255648
leaf_weight=0.20816996171424751 0.056609952399413799 0.055577067680133041 0.14377186161073041 0.043711825070204213 0.1367284580010163 0.11327685906144325 0.10114633332068468 0.086726976294814295 0.092448826866532996 0.1986536124459235 0.086418842140119412 0.71671049771430251 0.042730327706522075 0.056879720207689277 0.11934930761981366 0.10886999078502402 0.092146397670151647 0.094900336302089161 0.12793460033935833 0.044413282326786319 0.013407294638454914 0.13116763013386179 0.33263610405174404 0.12556163997214997 0.065026891688830801 0.40094357185353147 0.050313343555899337 0.12106592461212717 0.060722405771231336 0.023457316619897028
leaf_count=590 66 22 174 20 87 35 207 70 98 209 30 382 131 229 227 53 46 52 20 51 1 55 164 45 93 306 42 293 107 5
internal_value=0 -0.00145656 2.71759e-05 0.0011075 0.000244767 0.000928471 -0.000113897 -3.62362e-05 2.15739e-05 9.44976e-05 0.000246006 0.000335177 0.00114731 1.53568e-05 -0.00117383 0.000127026 -2.25434e-05 0.000138375 0.000324183 0.000538854 -0.00292917 0.000671708 0.000852824 0.000427652 0.000809206 0.000404972 0.00121994 -0.000955734 0.000591618 -0.0012376
internal_weight=0 0.263747 3.78773 0.437489 0.293717 0.250005 3.35024 3.24909 3.19248 3.10576 2.77435 2.68793 0.759441 1.92849 0.33141 1.87161 1.76274 1.67029 1.57539 1.44745 0.132757 1.40304 1.31089 0.978259 0.847091 0.721529 0.451257 0.270273 0.149207 0.0841797
internal_count=3910 612 3298 316 142 122 2982 2775 2709 2639 2202 2172 513 1659 437 1430 1377 1279 1227 1207 228 1156 1110 946 891 846 348 498 205 112
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=39 3 4 133 1365 484 52 48 51 0 15 52 13 2 16 3 160 52 51 4 42 50 133 0 50 47 34 150 474 41
split_gain=0.0389905 0.0487529 0.047792 0.0453426 0.0472131 0.0422597 0.0801449 0.0427049 0.0588085 0.0532526 0.0565887 0.0542157 0.0667279 0.0838139 0.0607707 0.057131 0.0600932 0.058861 0.0540536 0.0477886 0.0444881 0.0450208 0.0480623 0.0440921 0.0419698 0.0410653 0.0438031 0.0498782 0.0552011 0.0516265
threshold=0.005105000000000001 0.31335500000000011 0.41171000000000008 0.10681500000000001 1.0000000180025095e-35 -0.0043499999999999988 0.024145000000000003 0.12675000000000003 0.13741000000000003 -0.230625 -0.095799999999999982 0.11401500000000002 -0.091849999999999987 0.092745000000000008 -0.15168999999999996 -0.16059999999999997 0.087825000000000014 0.095040000000000027 0.11178000000000002 -0.34687499999999999 -0.10770999999999999 0.086465000000000014 0.087035000000000015 -0.11991499999999998 0.077805000000000013 0.13439000000000004 -1.0000000180025095e-35 0.086645000000000014 -1.0000000180025095e-35 0.078385000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 9 -9 10 -7 12 13 14 -11 17 19 -14 -13 -17 -21 22 25 -15 -8 26 -22 28 -28 -30
right_child=2 -3 -4 -5 -6 7 24 8 -10 11 -12 18 15 23 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0037178466537035855 0.00042581231662753888 0.0027258776979389556 0.0037438068970154447 -0.0031072966066408316 -0.0034410700774240577 -0.00054426474778203912 0.0024274832907405963 -0.0037779478201493944 0.00084919203902533279 0.0012303069458407059 0.0030593747415753655 -0.0030183360480099219 0.0025064059328388012 0.00024699654704321501 -0.0026012457503607539 -0.003126942613828715 -0.0032908956319102891 -0.00094951576564702197 0.00099076120651458359 -0.0035181223926649013 -0.0032644318180777049 -0.0036919759487400211 -0.0035915814973661456 0.0034632194424500562 -0.0037437149024689372 -0.0037877626175699397 -0.0036382815744237045 -0.0014531986446751409 0.0013211432592074796 -0.0037490203021939648
leaf_weight=0.12297769103133971 0.55969463562905719 0.075869489628530462 0.067814173236911302 0.078290803873642179 0.062562991166487225 0.098340253920468967 0.065658648924909357 0.095508168611558975 0.063858745153993368 0.1328125465879566 0.15868864856020293 0.16016793875724022 0.18249337903944529 0.082648304698523134 0.10194799688906986 0.082729242078133036 0.10741286689699348 0.11009114049375057 0.066234707966941642 0.053546288556848398 0.04317892697872916 0.045085594258125528 0.046679256710376538 0.21104784131966881 0.020041797622980084 0.03347844372910902 0.03526537999096313 0.14350606774314656 0.76144419896216142 0.029049400691292249
leaf_count=370 307 123 152 502 67 27 78 35 15 39 52 263 136 36 135 75 114 5 83 90 30 126 105 47 45 7 21 93 710 22
internal_value=0 -0.000231412 0.000784384 -0.000301643 -0.00023116 -0.000165401 -0.00178676 -4.64844e-05 -0.00192384 6.491e-05 0.00168061 -0.000106071 7.27344e-05 0.0012291 -0.000433598 -0.000292322 -0.000609686 0.00120604 -0.00184546 -0.000383622 -0.000193103 -3.6608e-05 0.000114229 0.00255815 0.000984295 0.000279618 0.000414114 0.000577986 0.00093098 0.00113482
internal_weight=0 3.27062 0.627509 3.19475 3.11646 3.05389 0.208678 2.84522 0.159367 2.68585 0.257029 2.42882 2.20242 0.528457 0.234761 1.67396 1.38138 0.292585 0.226403 1.27396 1.19123 1.13769 1.0926 0.293696 0.0857004 1.04592 1.01244 0.969265 0.825759 0.790494
internal_count=3910 3451 459 3328 2826 2759 493 2266 50 2216 79 2137 1791 257 174 1534 1393 141 346 1279 1204 1114 988 83 123 883 876 846 753 732
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 0 52 52 16 52 1429 151 49 13 42 13 0 4 52 16 0 0 0 0 38 2 2 151 132 49 44
split_gain=0.0392702 0.0555207 0.0601654 0.0904684 0.05273 0.0559077 0.0670959 0.0552012 0.0458139 0.0453995 0.0455259 0.068097 0.0420854 0.0429645 0.0511607 0.0589818 0.0379125 0.06874 0.0580938 0.0822334 0.0456568 0.0400095 0.0472565 0.0372976 0.038066 0.0495003 0.037221 0.0405555 0.0441395 0.041903
threshold=0.094385000000000011 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 0.084890000000000007 0.071660000000000015 -0.5152199999999999 -0.42985499999999993 0.084920000000000009 -0.081989999999999993 -0.075429999999999983 -0.5337599999999999 0.092635000000000009 0.41346500000000003 -0.069414999999999991 -0.49837999999999999 0.10433000000000002 -0.035699999999999989 0.12500000000000003 -0.010494999999999999 0.048950000000000007 -0.014809999999999999 -0.08781499999999999 0.096970000000000015 0.10393500000000001 -0.40391999999999995 0.079995000000000011 0.092185000000000017 0.096025000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 11 -9 -6 16 15 -15 17 -14 19 20 -18 22 -20 -12 -25 -26 -10 28 -28 -30
right_child=8 2 3 4 12 -7 -8 9 26 -11 23 -13 13 14 -16 -17 18 -19 21 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0031777822492971581 -0.0035877736922164988 -0.0036366001015642815 0.0028539755749410339 0.002966826230012069 -0.0036167309982766838 -0.0034098647476198739 0.0019466166460287515 0.0015248014241105766 -0.002429038267074927 0.001815413643371978 0.0017559143893271202 -0.0035926634443645199 -0.0036070551399502264 0.0025977681008023212 0.0036667587510168039 -0.0036085083932649435 -0.0019909179420146616 0.0018748361112629634 0.0018514735258991551 -0.0029382152314499249 0.0036117059086820491 0.0032700645824915386 -0.0024104752986512721 -0.0034035858396516605 0.0015258778337694757 -0.0033499451474366016 0.00012667937364572345 0.0026855614692480154 0.0029916239927115481 -0.00039992313275534334
leaf_weight=0.089069336179363634 0.037705813657339493 0.066243552500964031 0.11964606602123229 0.040258436125440888 0.034377000847598538 0.10796543202968678 0.10916182013988873 0.10860039811814204 0.05755423037771823 0.052417594248254318 0.026598989381454663 0.048263358312396809 0.062464432154229144 0.024930943180152099 0.021875344216823578 0.0933762825852682 0.026598862011269375 0.055519839748740196 0.15006477738643298 0.0877330859657377 0.062868124230590183 0.174580051592784 0.043013899208745543 0.25219895835198303 0.054848353038323694 0.05223912128531083 1.3775143134571406 0.1027012327522242 0.14302114071688254 0.06958918520831503
leaf_count=484 144 46 34 20 5 713 81 36 31 50 5 100 49 69 1 118 59 11 103 6 10 33 11 564 60 47 801 119 75 25
internal_value=0 -0.000412469 -0.000281166 -0.000158334 -0.000371601 -0.000999157 -0.000649603 -0.00109562 0.000321722 -0.00137041 -0.00167809 -4.97244e-05 0.000267308 0.000433581 -0.00136945 -0.00230066 0.000814898 -0.00102744 0.00121384 -0.000472199 0.00194603 0.00202646 0.000902 -0.00234003 -0.00264326 -0.000852633 0.000405939 0.000502325 0.000361316 0.00188154
internal_weight=0 1.96491 1.87584 1.8096 1.68996 0.852552 0.744587 0.635425 1.78809 0.595167 0.542749 0.156864 0.837403 0.803026 0.140183 0.118307 0.662843 0.117984 0.544859 0.1772 0.089467 0.367659 0.193079 0.385885 0.359286 0.107087 1.75038 1.69283 1.59012 0.21261
internal_count=3910 2715 2231 2185 2151 1676 963 882 1195 862 812 136 475 470 188 187 282 60 222 75 69 147 114 676 671 107 1051 1020 901 100
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=1 47 52 44 50 3 128 106 4 48 149 3 15 151 15 39 42 160 12 2 133 48 47 3 3 48 42 12 4 2
split_gain=0.242413 0.222884 0.268284 0.200461 0.211287 0.188865 0.185746 0.18895 0.194953 0.173355 0.184892 0.164855 0.180811 0.182388 0.153025 0.151624 0.145805 0.151578 0.163531 0.148151 0.171367 0.158703 0.140309 0.127866 0.185693 0.16008 0.156701 0.162643 0.106704 0.17222
threshold=0.094385000000000011 0.09252500000000001 -0.24456499999999998 0.084245000000000014 0.11515000000000002 -0.115685 0.086435000000000012 0.091500000000000012 -0.17479499999999998 0.12862000000000004 0.11234000000000001 -0.032959999999999996 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 0.11742500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 0.08400500000000001 0.084630000000000025 0.086870000000000017 0.085165000000000018 -0.074234999999999982 -0.075954999999999981 0.11521500000000003 -0.086109999999999978 0.092365000000000017 -0.49837999999999999 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 22 7 8 -4 10 -10 16 13 14 -13 23 -7 -18 19 -19 -21 -22 -1 24 26 -25 -3 -28 -14 -30
right_child=1 15 3 -5 -6 11 -8 -9 9 -11 -12 12 28 -15 -16 -17 17 18 -20 20 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-3.027095569733332e-05 -0.00093338964426545117 0.00090721215061807944 -0.00051963467624426495 -0.0010357065317710592 -0.0007861754050631297 -0.0012499452669039095 -0.00076788102137452172 -0.00082463842329621811 0.00091481676097135564 -0.00027310947073739785 -0.00059800239943170943 0.00031845172003468214 -0.00055978901423888025 -0.0011175015392221345 -0.00098412058986537139 0.00079503274637688737 -0.0012459297446467295 -0.0012471107208446065 -0.0012592439689030001 0.00056608198890250878 -0.0012512049337907688 0.00053815660852647165 0.0010450887309236803 -0.0010592170624213685 0.00119460270675684 -1.9525135394584745e-05 0.00075718974132661817 -0.0011739415051872204 0.00055821548637169642 -0.00068233732702679321
leaf_weight=1.1898624326713614 0.26480947755044315 0.11970893392572179 0.20657639496494251 0.15149584773462255 0.20869667847000517 0.47465324147560739 0.16792898865242012 0.14202987610769913 2.3118890007754107 0.24060830264352251 0.13204375893110398 0.43143921153387055 0.27178377396194253 0.47979876982572045 0.20604360214201733 0.19069536495953787 0.30390096152404988 0.13893054041545816 0.21101488789281586 0.53976719995989697 0.20297002624283778 0.1231275400496088 0.22271158639341582 0.60200518151395943 0.16353906653239381 0.36951224424410611 0.087843301589600742 0.29020035028224811 0.8696950589364858 0.21599492251698393
leaf_count=204 137 8 37 17 67 802 35 26 587 25 7 34 47 114 31 16 569 163 195 198 197 28 25 86 8 66 14 59 83 25
internal_value=0 0.000103593 0.000274097 0.000363883 0.000426067 -0.000257055 0.0005051 0.000575578 0.000644365 0.000733935 0.00083308 -0.000382325 -0.000167936 -0.00053841 -0.000102558 -0.000254158 -0.000648354 -0.000460458 -0.000264123 -5.51401e-05 0.000136115 -0.00057558 0.000139274 -0.000376693 4.50655e-05 -0.000663775 -0.000332621 -0.000725218 0.000136986 0.000311411
internal_weight=0 5.64958 3.82608 3.56127 3.40977 5.88169 3.20108 3.03315 2.89112 2.68454 2.44393 4.46912 2.47476 1.11728 0.637483 1.8235 1.99436 1.51971 1.21581 1.0048 0.865865 0.326098 1.41257 1.63281 0.661292 0.971517 0.497753 0.378044 1.35747 1.08569
internal_count=3910 1195 938 801 784 2715 717 682 656 619 594 2486 334 179 65 257 2152 1350 781 586 423 225 229 241 89 152 81 73 155 108
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=156 15 481 1 13 43 376 31 457 457 150 49 11 403 475 42 474 130 159 4 4 42 16 157 2 376 52 13 14 3
split_gain=0.0373396 0.0367001 0.0372709 0.0369356 0.0429256 0.0424118 0.0434906 0.0448166 0.041502 0.0622344 0.0548693 0.0498584 0.0577882 0.0478963 0.0475993 0.0464213 0.0438707 0.0610259 0.064667 0.0505991 0.103002 0.0448206 0.0759599 0.0439048 0.0409063 0.0577012 0.0394201 0.065976 0.0386009 0.0486396
threshold=-1.0000000180025095e-35 -0.47308999999999996 1.0000000180025095e-35 0.12811000000000003 -0.052124999999999998 0.24789500000000006 0.048375000000000008 -1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 0.082085000000000019 -0.00064499999999999985 0.088315000000000018 -1.0000000180025095e-35 -0.086424999999999988 0.084685000000000024 0.084835000000000008 -1.0000000180025095e-35 0.10856 0.15045000000000003 -0.0021099999999999995 0.091955000000000023 0.41476000000000007 -1.0000000180025095e-35 0.094825000000000007 0.084595000000000017 0.092885000000000009 0.10153000000000002 -0.073394999999999974 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -9 -10 11 15 13 14 -13 -11 17 -15 19 20 21 23 -23 -19 25 -8 -25 -28 -6 -30
right_child=1 2 -4 4 28 -7 24 8 9 10 -12 12 -14 16 -16 -17 -18 18 -20 -21 -22 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.00395464270211886 0.0039560942693660861 0.0040079641032999451 -0.0039629363591258968 0.0029690888668633558 0.0033878126727392289 -0.002842980924166654 0.0037209655303181571 0.0025793350349981275 -0.0026626897742220504 -0.0035033500853858179 0.00079187145288509605 0.0037530797592001731 -0.0034399891122984939 -0.0034021987667449535 -0.0031379571703252134 0.00078727098398062361 0.0022160382166420273 -0.0039640870406631489 -0.0035846467178182575 0.0018373375938639891 -0.0025775890952893458 -0.0039362291759172394 0.0021485590635984863 0.0020925558030501284 0.0032848875768579306 -0.0020744725938935038 0.0011455128445780516 -0.0041261137746419806 0.00085735417230661283 -0.0028536176738505107
leaf_weight=0.038170962061031211 0.035701973696632527 0.038412207642980589 0.037908345248979347 0.12890138467446377 0.050329372426858754 0.09017459678761941 0.041109023437456815 0.076623589691738547 0.17259725494477995 0.15145418121028775 0.63656442745559605 0.017783592829800909 0.088132362338001147 0.084641338131409394 0.12929385190137033 0.053121377573006612 0.13367829548496946 0.026080635351722448 0.071479863890999584 0.25600105115154292 0.21004772797184579 0.079812020748249779 0.053409629681482329 0.3470390999937063 0.11077086112709367 0.076942715350014623 0.15858098041007906 0.048305647374945693 0.1613693346371291 0.083634686990990303
leaf_count=197 119 20 92 130 26 216 39 35 239 90 281 6 72 117 842 43 101 57 120 75 205 167 17 291 57 35 106 11 77 27
internal_value=0 -2.83058e-05 -6.76647e-05 -2.63752e-05 0.00106761 -0.000173614 -9.49992e-05 -0.000228762 -0.000286995 -0.0003678 -0.000212191 -0.000547024 -0.000325894 -0.000156076 -0.00230474 -0.00238922 5.90393e-05 -0.000156884 6.27329e-05 0.000283813 -0.000146941 0.000568892 -0.00149679 0.00104336 0.00156112 -5.63337e-05 0.00127913 -8.53513e-05 0.000237683 -0.000409425
internal_weight=0 3.6499 3.6142 3.57629 0.424235 3.15206 3.06188 2.83306 2.79465 2.71802 2.54543 1.90886 1.70429 1.61615 0.147077 0.204576 1.46908 1.3354 1.25076 1.17928 0.923276 0.713228 0.133222 0.580006 0.228823 0.118052 0.553926 0.206887 0.295333 0.245004
internal_count=3910 3713 3594 3502 260 3242 3026 2895 2875 2840 2601 2320 2187 2115 848 133 1267 1166 1049 929 854 649 184 465 131 74 408 117 130 104
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 3 3 15 52 1446 151 151 15 132 124 49 47 42 50 4 106 131 149 48 47 47 1 15 11 42 160 12 13 42
split_gain=0.269759 0.162773 0.193509 0.175726 0.154277 0.142429 0.137459 0.136429 0.13301 0.121725 0.116988 0.125646 0.11378 0.177525 0.126496 0.1377 0.132057 0.106978 0.101487 0.101406 0.0894411 0.0939159 0.105177 0.0893554 0.116001 0.0864183 0.103528 0.102811 0.122762 0.122646
threshold=0.094385000000000011 -0.115685 -0.032959999999999996 -0.008624999999999999 -0.27466499999999994 0.091520000000000018 -0.40391999999999995 -0.0074049999999999993 -0.091024999999999981 0.079995000000000011 -0.50873999999999986 0.089635000000000006 0.086785000000000015 -0.11403999999999999 0.11515000000000002 -0.17479499999999998 0.091500000000000012 0.10350000000000001 0.11234000000000001 0.12862000000000004 0.10783500000000001 0.11603500000000001 0.13837000000000002 -0.016339999999999997 0.077165000000000025 1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 -0.023539999999999995 0.085330000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 25 7 17 6 -6 8 -4 10 -8 12 13 -12 15 -15 18 -2 19 -17 -14 -22 -23 -1 -25 -3 -27 28 29 -28
right_child=4 2 3 -5 5 -7 9 -9 -10 -11 11 -13 20 14 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00085420849778818379 -0.00099273586145504598 -0.0012991743101562364 0.00030198968983425343 0.00023875211704959995 -0.00089506796328361513 -0.0012671229386095515 -0.0013005974000298622 -0.0011645133723297602 -0.0010496305298498671 0.0011780216132020406 -0.0012062640221417464 0.00093678545258327488 -0.00072762593479423342 -0.00064401005013967278 -0.00077037609813681814 0.00093563423497923677 -0.00085014807986903273 0.00067450901160054464 -0.00051976138779467299 -0.0001266844269003257 0.00066591244718193759 -0.0010202245419456729 0.00072039196755838272 0.000172491348817852 -0.0011610744376845893 -0.0012963142993967002 9.1608129053478022e-05 -0.0013038121845812011 0.00092277287474821384 -0.0010213332093810064
leaf_weight=0.24640942271798849 0.28777808097220248 0.35588742294930864 0.37292328278999776 1.0255390041420467 0.15697160092531737 0.10067001179413626 0.077030269108946725 0.35779981644736858 0.18098775314865623 0.26966263212671027 0.11266924289521085 0.46499913839215867 0.31902182803605672 0.14929761507665018 0.13024335007503385 1.3664105367643022 0.092821591038955265 0.082982061430811882 0.10104619071353216 0.16898444399703283 0.27409735741093755 0.1690596666012425 0.088519729557447135 0.71394050111848606 0.1288705653641955 0.26266594158005285 0.36139533720051953 0.16729120359377703 0.13772400570451326 0.30605093357735313
leaf_count=55 160 802 34 155 31 35 9 114 31 112 11 92 49 35 50 472 20 11 8 21 24 46 9 95 79 569 147 195 12 427
internal_value=0 -0.000268224 -0.000403179 -0.000128618 0.000179097 0.000252366 0.000291182 -0.000541854 -0.000139646 0.000340393 0.000276117 0.000311453 0.000213619 0.000373904 0.000462532 0.000548011 0.000650925 -0.00061958 0.000736069 0.000818716 -0.000186098 0.000138834 -0.000422044 0.000168933 -3.14184e-05 -0.000737491 -0.000575648 -0.000380994 -0.000189258 -0.00041872
internal_weight=0 4.61749 3.52826 1.93725 4.41227 4.04151 3.94084 0.911711 0.553911 3.78386 3.5142 3.43717 2.97217 2.12147 2.0088 1.87856 1.72926 0.37076 1.63644 1.53539 0.850699 0.531677 0.257579 1.08922 0.842811 1.59101 1.23513 0.972461 0.80517 0.667446
internal_count=3910 2715 2486 334 1195 1024 989 179 65 958 846 837 745 617 606 556 521 171 501 493 128 79 55 229 174 2152 1350 781 586 574
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=1 0 39 51 52 158 1365 159 50 15 4 1 14 3 13 43 43 47 13 13 2 13 42 12 124 42 16 16 46 122
split_gain=0.195272 0.229562 0.177681 0.159349 0.158256 0.143676 0.134591 0.125719 0.150269 0.132667 0.176868 0.147539 0.190787 0.21569 0.227543 0.168704 0.183513 0.348994 0.125454 0.207721 0.16688 0.124681 0.116998 0.115803 0.152392 0.139258 0.109903 0.134526 0.10011 0.128886
threshold=0.077800000000000022 -0.070894999999999986 0.005105000000000001 -0.40274499999999996 -0.42985499999999993 0.11034000000000001 0.084525000000000017 -0.034019999999999988 0.10156500000000002 0.084565000000000015 0.22584000000000001 0.13662500000000002 0.076450000000000004 -0.10315499999999998 -0.16277999999999995 -0.075819999999999985 -0.074254999999999988 0.09252500000000001 -0.083514999999999992 -0.084084999999999979 0.075670000000000015 -0.10241499999999999 0.088585000000000011 0.098845000000000016 0.11158000000000001 -0.089024999999999979 -0.25582999999999995 -0.035699999999999989 0.086210000000000009 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 -2 6 7 8 22 11 -11 12 13 14 -9 -15 -17 -18 19 21 -20 -1 -6 25 -25 -3 -27 -28 29 -5
right_child=2 23 3 28 5 -7 -8 9 -10 10 -12 -13 -14 15 -16 16 17 -19 20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00012859784028258778 -0.0012514606403199167 -0.0012679696751270542 -0.0012657101818782958 0.00081188451515245641 0.00061806428048711301 -0.0012414496503639447 -0.0010782507021742111 -0.00068712939497185229 -0.0012578061761344998 -0.0010666207089846651 0.00058707946287891457 0.0011455864995486712 -0.0012709908156582476 -0.0008918980528864679 0.0010024414731340902 0.0012694111700470572 0.00026562773827638322 -0.0010238081167548388 0.0012228795859507066 0.00094130256203665374 -0.0011673870124597726 -0.0012516749269298468 -0.001254701163413688 -0.0010113447170234696 0.0012910454851823049 0.0011022475725915846 -0.00090723071863788246 0.00030863562409176728 -0.0006059651104019727 -0.00046310241313915436
leaf_weight=0.34167579408676829 0.16262904969335057 0.097632808814523631 0.078621148597448953 1.0746944112179333 0.19462801331246726 0.14154623905778851 0.16413509083213274 0.14832651062170044 0.23203733316768194 0.29666631463260262 0.15275542213930748 0.247098612380796 0.14185276624630194 0.27965087157645196 0.76642416746472042 0.20278711034916552 1.7713120442058405 0.40142649423796672 0.04863350809318967 0.16481392046262044 0.71574996271374403 0.28075943998192088 0.07097727704240242 0.28371838758175716 0.053229671902954578 0.21112854010425497 0.16857827814237647 0.89571765121945657 0.10493531811516721 0.13968094543088216
leaf_count=76 171 32 10 344 48 76 24 16 98 322 11 103 35 75 117 6 277 59 4 39 1007 531 69 173 2 9 40 112 12 12
internal_value=0 -0.000307234 6.46508e-05 0.000461212 -3.85012e-05 -6.50778e-07 3.39898e-05 7.12013e-05 -0.00052371 0.00013836 -0.000504539 0.000211343 0.000149149 0.000205579 0.000728478 2.54319e-05 0.000133421 2.73967e-05 -0.000654989 -0.000305137 -0.00101531 -0.00063518 0.000117608 8.3136e-06 -0.000647623 0.00016928 0.000279301 0.000116049 0.000564123 0.000665232
internal_weight=0 3.26164 6.77219 1.39793 5.37425 5.21162 5.07008 4.90594 0.497643 4.4083 0.449422 3.95888 3.71178 3.56993 0.914751 2.65518 2.37553 2.17274 1.55163 0.787249 0.764383 0.622435 0.265605 1.71001 0.336948 1.37306 1.27542 1.0643 1.31931 1.21438
internal_count=3910 2025 1885 378 1507 1336 1260 1236 215 1021 333 688 585 550 133 417 342 336 1657 646 1011 607 117 368 175 193 161 152 368 356
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 3 15 457 52 3 124 43 39 43 15 48 52 1446 38 12 151 49 50 4 47 43 42 1 52 149 156
split_gain=0.0369321 0.0529023 0.0555549 0.0832294 0.0507577 0.0525927 0.0606631 0.0537524 0.0515906 0.0518577 0.0521924 0.0726757 0.0495477 0.0519252 0.0455068 0.0427402 0.0414075 0.0428458 0.051679 0.0505136 0.0456463 0.0446123 0.0446104 0.0459239 0.0680362 0.0522762 0.0462864 0.0418879 0.0412337 0.045562
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.115685 -1.0000000180025095e-35 0.083995000000000014 0.11401500000000002 0.086245000000000016 -0.076779999999999987 -0.082689999999999986 0.005105000000000001 -0.088734999999999994 0.091435000000000002 0.083775000000000002 -0.42985499999999993 0.091520000000000018 0.13584500000000002 -0.071274999999999991 -0.40391999999999995 0.092185000000000017 0.11515000000000002 -0.17479499999999998 0.09252500000000001 -0.073139999999999983 -0.14127499999999996 0.11593500000000001 -0.24084499999999998 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=1 -1 -3 -4 14 6 -6 8 9 -7 12 -12 13 -11 -5 -2 17 18 -17 -20 21 22 -21 25 26 -24 -25 -27 29 -29
right_child=15 2 3 4 5 7 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.003167010871502575 -0.0031259874438792122 -0.0027040507474085018 0.0024052526342782294 3.3384375502407831e-05 -0.0022019381215817504 0.0029620615022826306 0.00032089078799896583 -0.0031433408873093975 0.0014751402736798394 -0.0018567383126183597 -0.0027828760360206818 0.0022629254054483371 0.0030343628175826358 0.0021376669764119395 0.0023957095769936618 0.0017222948349891532 -0.0030344057519929471 -0.0030054674840633592 -0.0028158759267383612 -0.0022310451401503059 0.0019362585855102752 -0.0029417214573228745 -0.0020558293130775391 0.0024765831484532264 -0.0018282826542902707 -0.001911333708050157 -0.00057721872217747668 0.0018314270204681338 -0.0012318171142078468 -0.0013957632444978583
leaf_weight=0.063244572080293326 0.035504186348589317 0.086518188422360143 0.11692693822988065 0.37950006017945237 0.3321895435506117 0.039089548692572529 0.12912270622837241 0.053193299607301014 0.19198944821982877 0.099288171651096491 0.16567990854491821 0.033472606563009322 0.049583221154534396 0.046671815067384159 0.1006481037766207 0.27170704202580931 0.034871325979111023 0.035237604053690919 0.051022751751588102 0.066130933024395877 0.15658151176467083 0.044038726181497512 0.054956805019172883 0.08907573382020928 0.18464407007559203 0.041865765437250069 0.10608275868435157 0.52287296587838039 0.056396377563942224 0.046470407760352828
leaf_count=46 144 484 34 148 706 12 72 182 45 134 779 5 6 27 35 329 35 9 24 24 55 68 12 15 61 15 28 356 13 7
internal_value=0 -0.000358694 -0.000261313 -0.000139668 -0.000323304 -0.000682012 -0.00149579 -0.000129105 0.000127117 -0.000469506 -0.000809359 -0.0019348 0.000336857 -0.000579497 0.000528572 0.000266895 0.000335263 0.000403299 0.000474297 0.000235524 0.000349241 0.0001443 0.000260607 0.000410082 -0.00046922 0.000872272 0.000816621 0.00111331 0.00131568 0.00156802
internal_weight=0 1.88712 1.82387 1.73736 1.62043 1.14028 0.461312 0.678968 0.625775 0.433785 0.394696 0.199153 0.195543 0.14596 0.480148 1.79746 1.76195 1.72708 1.69185 1.42014 1.36912 1.21253 1.1685 1.10236 0.379803 0.722562 0.195158 0.667606 0.62574 0.569343
internal_count=3910 2715 2669 2185 2151 1968 778 1190 1008 963 951 784 167 161 183 1195 1051 1016 1007 678 654 599 531 507 104 403 43 391 376 363
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=4 12 453 31 106 50 11 376 2 42 3 0 3 43 16 52 47 48 10 156 44 16 1 15 2 43 43 52 12 13
split_gain=0.273856 0.187161 0.180555 0.174165 0.165325 0.154299 0.141608 0.148816 0.16803 0.160659 0.1393 0.179217 0.241513 0.19489 0.170828 0.177707 0.169783 0.134488 0.163142 0.172113 0.117647 0.11622 0.10341 0.11915 0.0921533 0.0872629 0.163292 0.161858 0.0919671 0.114085
threshold=0.28937500000000005 -0.041094999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.087635000000000005 0.11901000000000002 0.080455000000000013 0.048375000000000008 0.17730000000000004 -0.090359999999999982 -0.10315499999999998 -0.10783 0.24227500000000002 -0.18906999999999999 -0.013279999999999998 -0.092854999999999979 0.085165000000000018 0.11379500000000002 0.043560000000000008 0.11896500000000002 0.13998500000000003 0.15737500000000001 0.079945000000000016 0.084785000000000013 0.106285 -0.074254999999999988 -0.079109999999999986 -0.16207999999999997 0.085250000000000006 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 17 7 8 10 -9 16 14 13 21 -12 -16 22 18 19 -3 25 -13 24 -24 -5 26 28 -28 29 -15
right_child=1 2 -4 6 -6 -7 -8 9 -10 -11 11 12 -14 20 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015075919580641757 0.001463650499426406 0.0014665933312615856 -0.0014817097976249029 -0.0008680412070625075 -0.00088779659981281969 -0.0014752729888449123 -0.0013075626961007165 -0.00080151009393090436 0.001328204589060779 0.00069039611298714809 -0.00054377468355041561 -0.00071054623319099987 0.0014675829173594781 -0.0014625251612911585 -0.00079297093875313506 0.00095324165371218341 0.001001318053183107 -0.00057542735715663022 -0.00038017222090269925 -0.00069928701618465771 0.0015171992350293767 0.00091687307430413838 0.0010711954696054479 -0.00081246084090282327 0.00020767277848286996 -0.0012564987318143665 0.00099887203595052298 -0.00085032458637695834 -0.001464063161615519 0.00021815497597229723
leaf_weight=0.1756756315880893 0.21063047024654213 0.45079347092541933 0.1570135696674696 0.69336366167407948 0.093815179920056835 0.10733139317017037 0.45431657129665914 0.23273130122106522 0.10212570829025924 0.44835696165682826 2.2072855935984994 0.19017536327009743 0.092881657066754886 0.15223578128643567 0.18700257653836161 0.36541133970603823 0.23076485020283133 0.24645978817716241 0.22586269490420818 0.094137908425182104 0.038169305771589168 0.18254209408769384 0.19226025644456968 0.1132679028523853 0.22352580734877847 1.8940201567529702 0.18652388933696784 0.2177566874743182 0.57680894737131894 0.19622059696848737
leaf_count=41 192 153 19 137 18 13 175 16 42 91 292 51 21 187 24 52 25 24 22 3 1 20 37 25 16 1486 24 134 522 47
internal_value=0 0.000190931 -1.82403e-05 -0.000480677 0.000673709 0.000186088 -0.000514574 -0.000473275 -0.000528651 0.000180604 -0.000552533 -0.000643866 -0.000852231 -0.000911516 -0.000362441 0.000362116 -0.000144824 0.00036138 0.000660922 0.00109243 -0.00102556 8.64986e-05 -0.00036119 0.000372871 -0.000605796 -0.00105567 -0.000769569 2.84365e-06 -0.00110706 -0.000516111
internal_weight=0 1.49223 1.2816 9.44724 0.269491 1.12459 9.17775 8.72343 8.04234 0.681088 7.94022 6.48703 3.72733 3.63445 2.7597 0.552414 1.45318 1.01725 0.770794 0.544931 3.26174 0.372717 1.22242 0.305528 0.916889 3.22357 1.32955 0.404281 0.925265 0.348456
internal_count=3910 426 234 3484 59 215 3425 3250 3143 107 3101 2861 2493 2472 368 76 240 202 178 156 2401 71 215 62 153 2400 914 158 756 234
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=4 11 151 403 480 1456 474 1453 403 156 16 0 2 13 16 148 4 4 1 42 51 4 2 42 457 2 457 50 4 403
split_gain=0.0360468 0.0702252 0.0488907 0.0429427 0.0411178 0.0405465 0.0399102 0.0396479 0.0367214 0.0359386 0.0383486 0.0548628 0.0530774 0.0597609 0.0468498 0.0461882 0.0419749 0.0598986 0.0585357 0.0533763 0.0421536 0.0382983 0.0367054 0.0377841 0.035639 0.0329203 0.0342151 0.0454003 0.034488 0.0315591
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09343499999999999 0.13415000000000002 0.10691500000000002 -0.010344999999999998 0.16242500000000001 0.097940000000000013 -0.071149999999999977 0.15737500000000001 -0.079234999999999986 -0.0025899999999999994 0.0057500000000000008 0.10113500000000002 0.087765000000000024 0.090935000000000016 0.0021050000000000005 0.10217500000000002 0.11118500000000002 0.087350000000000011 -0.13811499999999996 -0.068264999999999978 0.11901000000000002 0.28937500000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -5 9 10 11 15 13 21 -14 -7 18 -18 19 29 -19 -12 -16 -24 -3 -8 -27 28 -28 -17
right_child=2 24 6 4 -6 8 25 -9 -10 -11 12 -13 14 -15 22 16 17 20 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0031235313757408201 -0.0027890680778058742 -0.0031303180012177806 -0.0031851762449500334 0.0015732329034240542 -0.0031269963846974587 -0.0031424013172307473 -0.00017412404675563311 -0.0029636847427937651 -0.0031269066444152313 -0.0026473623354745721 -0.0023734801293116056 -0.0031161373712258172 0.0024483976187581261 0.00061865576900157755 0.0023486176257206375 0.00086201653457724711 -0.0022953216538629615 -0.00040349984124686945 0.0026298558729977483 -0.00237606450759555 0.0016020148278040513 0.00047517016345023394 -0.0011273583198932072 0.0025513255487912162 0.0021381233638370373 -0.00076711147837138754 0.00029761334472432608 -0.00094198110252076775 0.0029628822550877244 -0.0031267990488784191
leaf_weight=0.045193955173546185 0.037972853097016923 0.10804740225012199 0.022667427416308783 0.024422664133453509 0.041877830764860735 0.04578972596209796 0.15412752367592475 0.080888041835353142 0.034711390148004173 0.045458195315404626 0.13282437647376355 0.059613086879835353 0.21867691475108586 0.50167769675863094 0.069095039481908316 0.34715984077183959 0.13646446341135465 0.54321504702238599 0.12039145821108832 0.067658714842764311 0.12568308048867038 0.07028419154448784 0.1305172594384203 0.034347021867688454 0.014141095409286208 0.053937155578751117 0.060236145203816593 0.046437186771072447 0.21984850797525723 0.020455366180613055
leaf_count=435 20 170 4 31 212 19 67 316 181 98 273 5 105 264 18 434 98 222 87 193 39 40 85 20 5 16 44 15 306 88
internal_value=0 -0.000203135 0.000637148 -0.00010537 -5.75303e-05 -1.17747e-05 0.00087062 -0.00191153 6.22129e-05 0.000103684 0.000151346 -0.000183831 0.000576007 4.04473e-05 0.00140991 -5.95757e-05 4.41413e-05 -0.000411083 0.000703928 0.00017124 -2.66723e-05 -0.00138773 0.000439258 -0.000360959 -0.00252059 0.00104259 0.0015355 0.00191586 0.00238968 0.000640065
internal_weight=0 3.01859 0.595227 2.89641 2.85121 2.80933 0.557254 0.105311 2.70402 2.66931 2.62385 1.46643 1.15742 0.704786 0.452636 1.40682 1.36103 0.805363 0.555665 0.435274 0.668898 0.203109 0.233959 0.164864 0.122188 0.534587 0.380459 0.326522 0.280085 0.367615
internal_count=3910 3438 472 3263 2828 2616 452 347 2269 2088 1990 1185 805 577 228 1180 1161 359 802 715 261 313 123 105 175 448 381 365 350 522
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=4 14 48 12 0 0 52 159 12 3 1 4 160 1267 16 475 12 1 133 457 50 3 124 1 159 13 0 160 12 52
split_gain=0.259077 0.183912 0.181396 0.172109 0.164658 0.224111 0.167565 0.175208 0.173342 0.155132 0.191988 0.267438 0.15221 0.146592 0.141261 0.169468 0.133956 0.129149 0.12687 0.125628 0.123774 0.123709 0.118339 0.114323 0.112408 0.107504 0.288139 0.105549 0.102514 0.142326
threshold=0.28937500000000005 0.077685000000000018 0.11930500000000001 0.084100000000000022 -0.070894999999999986 -0.10575999999999998 -0.42985499999999993 0.10801500000000001 0.098845000000000016 -0.013944999999999997 0.083065000000000014 -0.060264999999999992 0.031805000000000007 -1.0000000180025095e-35 0.081265000000000018 -0.050754999999999995 0.10333000000000002 0.11561500000000001 -0.0023199999999999996 0.084715000000000013 0.11901000000000002 -0.046444999999999993 0.51367000000000018 0.11235500000000002 -0.5014249999999999 -0.089899999999999994 -0.16128999999999996 -1.0000000180025095e-35 0.095775000000000013 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 9 5 17 -6 8 -8 10 11 -1 21 -2 15 -11 -10 28 -17 24 23 -7 -16 -15 -14 26 -20 -27 29 -5
right_child=2 -3 -4 4 6 12 7 -9 16 14 -12 -13 19 20 22 18 -18 -19 25 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00046472610121620517 -0.0011618526623009737 -0.0010923946748218382 -0.00062339894195893018 0.00034451630570828009 -0.0012230118984329086 -0.0011829536423384422 0.00058504738063953215 -0.0012340336841895278 -0.0012475128590636237 0.00090232158669936529 0.00084935918873542057 -0.0010253825723006663 0.0012622047832940868 0.00040038544000286364 -0.00085028770247035394 -0.0010859318144245439 7.8438888847743831e-05 0.00080068477054086827 -0.0012458595846073417 0.00078424500119162138 -0.00052000479687258725 0.00090192360090736868 0.00055438696537716691 0.0011678289973421037 -0.0012233804923461008 -0.00089939985165660738 0.0011407186303315255 -2.6549551887710498e-05 -0.0012364732166719181 -0.0012325977405814286
leaf_weight=0.53071465503671789 0.070225147064775117 0.29970161992241706 0.22773010557284568 0.34611582123761597 0.15801304182241427 0.94323436202830457 0.81444496950280354 0.1339838454441632 0.15796535688423319 0.28372235465212803 0.66223058429022785 0.27008606784511335 0.033012319356203079 0.59800658083986558 0.54628421907545988 0.17752615403151262 0.39982107414107304 0.20467433705925941 0.099763974081724882 0.13300632689788472 0.12210728519130487 0.044280807778706688 0.10650906432420015 0.55728962054126896 0.14943374097128981 0.23778051443514492 0.30508481574361335 1.5349391047347971 0.13945607095956802 0.11273520786198787
leaf_count=110 2 121 38 55 164 1549 135 55 36 39 134 138 1 92 127 54 162 11 7 26 18 8 7 276 188 59 77 155 29 37
internal_value=0 -0.000153789 0.000382895 -0.000120791 -0.00031531 -0.000541784 -2.87255e-05 9.65639e-05 0.000226483 3.34526e-05 0.000363743 -3.78429e-05 -0.000853975 0.000552945 -0.000113352 1.22554e-05 -0.000297071 -3.52047e-05 -9.49724e-05 -0.000116773 0.000647216 -0.00108947 -0.000621102 0.000770583 -0.000773631 -1.41845e-05 0.000552611 -0.000143628 -0.000321153 -4.29652e-05
internal_weight=0 8.82452 1.57536 8.52482 3.77018 2.10595 1.66423 1.50622 1.37223 4.75464 1.46303 0.800801 1.30297 1.34763 3.29161 2.63882 0.557786 0.802981 2.35509 0.315452 1.2774 0.987515 0.652793 1.1553 0.182446 2.17757 0.404849 1.77272 0.598307 0.458851
internal_count=3910 3484 426 3363 2456 1904 552 388 333 907 382 248 1772 388 525 391 198 132 352 215 386 1557 134 368 189 298 84 214 121 92
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=1 3 47 3 15 11 42 160 12 47 13 51 43 42 48 1 484 133 4 4 3 13 130 12 51 2 156 52 151 47
split_gain=0.200757 0.136118 0.155368 0.16601 0.138389 0.14976 0.127668 0.1385 0.164345 0.126065 0.12241 0.113302 0.110731 0.145438 0.152472 0.104687 0.101879 0.116396 0.136546 0.177861 0.147015 0.0927961 0.0903265 0.0975352 0.103064 0.0928656 0.110557 0.0880081 0.0869777 0.0791288
threshold=0.10444500000000001 -0.115685 0.09252500000000001 -0.048154999999999996 -0.016339999999999997 0.077165000000000025 1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 0.084155000000000021 -0.023539999999999995 -0.10145999999999998 -0.089949999999999988 0.085330000000000003 0.099240000000000009 0.10113500000000002 0.085815000000000016 -0.0023199999999999996 0.0057500000000000008 -0.0010999999999999996 -0.013944999999999997 -0.10241499999999999 -1.0000000180025095e-35 -0.071274999999999991 0.12342500000000002 0.090905000000000014 0.11896500000000002 -0.087094999999999992 -0.083274999999999988 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 -3 -8 10 21 12 -5 -9 -14 15 -15 17 -13 19 20 -19 28 -23 -24 25 -25 -27 -22 -2 -11
right_child=9 2 -4 11 5 -7 7 8 -10 29 -12 16 13 14 -16 -17 -18 18 -20 -21 27 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00081039750968898343 -0.00024483699323622814 -0.0012768504200970786 -0.0011586436965614062 -0.0010602340847676985 0.00013901547325637182 -0.0011665421351780712 -0.0012117147425312201 -0.0013012701641752259 -0.001303589894879272 -0.00063770802660429371 0.0012258298769307122 -0.0011622133008191854 0.00075452395402790377 -0.0012977554675709471 0.0012876604836394767 0.0013325263042718654 0.00081863493488399503 0.001158557092652873 0.00053521967848916847 -0.0012913671183280978 -0.00092656674297497156 0.0011648045279328812 0.0011348454497313249 -0.0002579959548265252 -0.00081242315954624974 0.00077835953266399067 -0.00066394510014106795 4.2288066275360253e-05 0.0013031254591854644 7.3424213392873637e-05
leaf_weight=0.38171966576919658 0.076387946173781529 0.33679126847709984 0.34049740661794192 0.16628395448788102 0.76404462505888637 0.18191162595758215 0.26608532250247674 0.11449994658687457 0.17470067948306678 0.35008236950670824 0.13054235995514318 0.14642986383114553 0.2841194493958028 0.21557375809425139 0.061598003871040419 0.028669403865933418 0.25311166726896761 0.15769474908302095 0.60872908131568682 0.21204230899456844 0.21018753915268484 0.16721972456434731 0.15260367780138029 0.43109213537536584 0.19943506579147641 0.50609169677773025 0.1078058422281174 0.61712335093761772 0.29557277639833035 1.0359781696533898
leaf_count=72 18 774 193 94 99 116 553 52 227 65 11 65 105 377 4 1 40 31 80 42 36 66 159 73 25 124 34 65 141 168
internal_value=0 -0.000209019 -0.000320208 -0.000248554 0.000153163 -0.000112049 -0.000568672 -0.000381722 -0.000162996 0.000191538 7.56408e-05 -3.08883e-05 -0.000137499 8.83668e-05 -0.000530478 -0.000989011 4.67258e-05 -5.33555e-05 3.65615e-05 -0.000217019 1.42563e-05 0.000404669 0.000266619 0.000159109 3.94547e-05 0.000202035 0.000525078 -0.00020386 0.000985227 -0.000106189
internal_weight=0 5.65236 4.32468 3.98418 1.32768 0.945956 1.61258 1.27579 1.0097 3.32227 0.835003 2.3716 0.704461 0.589961 0.305841 0.244243 2.20532 1.95221 1.80578 1.19705 0.985006 1.93621 1.56425 1.39703 1.24442 1.04499 0.613898 0.827311 0.371961 1.38606
internal_count=3910 3037 2750 2557 287 215 2104 1330 777 873 550 453 539 487 382 378 359 319 254 174 132 640 481 415 256 231 158 101 159 233
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=14 1 30 1212 156 158 1 0 157 156 133 2 4 4 1212 42 13 42 43 0 16 4 43 4 133 13 43 50 16 51
split_gain=0.0380762 0.0440906 0.0378385 0.0342574 0.0347797 0.0353845 0.0382577 0.0560672 0.0545383 0.0448301 0.0437516 0.0473051 0.0424085 0.0403659 0.0385857 0.0390452 0.0432011 0.0414098 0.0470748 0.0382596 0.04388 0.0374223 0.0674015 0.0456433 0.0383783 0.0450345 0.0364413 0.0435949 0.0411274 0.0604367
threshold=0.077685000000000018 0.13735000000000003 0.085915000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11136500000000001 1.0000000180025095e-35 -0.084074999999999997 -0.074309999999999987 0.11386000000000002 0.084285000000000013 1.0000000180025095e-35 0.0021050000000000005 -0.23071499999999998 1.0000000180025095e-35 -0.089024999999999979 -0.5337599999999999 0.091955000000000023 -0.24333999999999997 -0.017269999999999997 -0.5492149999999999 -0.060264999999999992 0.030755000000000001 -0.51381999999999983 0.08321000000000002 -0.010384999999999998 -0.27619499999999997 -0.25320999999999999 -0.066724999999999993 0.07919000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 13 19 11 -6 -12 -8 15 -9 -17 21 -19 26 -21 23 24 -18 -23 -26 -10 -28 -29 -30
right_child=1 -3 -4 4 5 -7 8 14 9 -11 12 -13 -14 -15 -16 16 17 18 -20 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0035225562776721054 -0.0029589380033523999 0.0025545431696478091 0.0035234269623833523 -0.0035231177643768002 0.0034895954453764344 -0.0028996803179553959 -0.002227312185962128 -0.0026102496088844917 -0.0025887274509003113 -0.0032323895130002521 -0.003523207218753233 -0.0035301843540823863 0.00064977841885687209 0.0023758126844415886 -0.0035278556201784146 -0.0035480906031999967 -0.0016706171577281932 0.00084621678520928291 -0.0035347086956204884 -0.0031972905979314823 0.0022156546691090829 0.0025982905983786024 -0.00363353064785294 0.0021039656121929406 -0.003535354255866967 0.0032345883812852239 0.0034506786861609666 0.0004321295028561099 -0.0001985873897785748 -0.0033738916021076979
leaf_weight=0.034654816882722428 0.10206586169442733 0.021794083993881941 0.037262435762386192 0.034469443782201625 0.012909266850330892 0.050309519589973095 0.026367654518253403 0.056449631162195146 0.062097255716253241 0.047459777765652578 0.040147079378584749 0.1500384007804314 0.12115256284505449 0.22381315631173526 0.035816801659166231 0.032301833387464285 0.045033097954728873 0.063597685686545447 0.058129807422119484 0.020626706536859274 0.1836152970099646 0.080331947563533679 0.052908822810422862 0.33291985890627984 0.035779175439529354 0.018435565567415324 0.048306114280421864 1.1073180041566952 0.39472377811762238 0.091408205960760824
leaf_count=273 120 6 98 193 2 140 47 120 33 74 271 434 117 142 150 4 11 11 179 3 132 27 33 170 84 12 9 623 343 49
internal_value=0 -0.0019888 -3.55639e-06 -4.15279e-05 -6.32125e-06 2.94164e-05 7.35143e-05 -0.000451137 0.000343709 0.000145801 -0.00168803 -0.00297405 -0.000388867 0.00189067 4.29587e-05 0.000207796 0.00042891 0.000615866 -0.00124585 0.000229826 0.00166899 0.00101668 -0.000268761 0.00165422 0.00105439 -0.00123325 5.73126e-05 0.000157396 5.75583e-05 -0.000795645
internal_weight=0 0.12386 3.49838 3.46112 3.42647 3.392 3.34169 1.13595 2.20574 1.95556 0.324247 0.162948 0.1613 0.250181 0.811704 0.775887 0.719438 0.687136 0.121727 1.9081 0.204242 0.565408 0.187456 0.377953 0.134547 0.0542147 1.70385 1.64176 1.59345 0.486132
internal_count=3910 126 3784 3686 3413 3220 3080 1625 1455 1266 824 436 388 189 801 651 531 527 190 1192 135 337 156 181 123 96 1057 1024 1015 392
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=1 47 50 123 158 52 146 50 42 1 51 376 42 43 48 49 3 1374 150 2 33 47 12 160 16 128 48 106 42 160
split_gain=0.179504 0.133795 0.125261 0.141207 0.138866 0.121535 0.114905 0.110243 0.10946 0.138682 0.130855 0.123731 0.123684 0.142364 0.121765 0.117088 0.140147 0.132219 0.131701 0.10631 0.102478 0.101302 0.129574 0.112327 0.110323 0.0979299 0.114777 0.134643 0.0947906 0.0921191
threshold=0.10113500000000002 0.086785000000000015 0.086465000000000014 0.11662000000000002 0.084965000000000027 -0.24456499999999998 0.11615000000000002 0.11551000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10748999999999999 0.091535000000000019 0.085545000000000024 -0.11652999999999998 0.089125000000000024 -0.085974999999999982 -0.100615 -0.094679999999999986 0.083205000000000015 -0.0098549999999999974 1.0000000180025095e-35 0.10783500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50909499999999996 0.086435000000000012 0.12862000000000004 0.091500000000000012 0.084100000000000022 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 8 -2 7 25 9 11 -10 -1 15 -14 20 16 -12 -17 19 -19 -15 -3 -23 -24 -25 26 27 29 -21 -7
right_child=1 21 3 -5 -6 6 -8 -9 10 -11 12 -13 13 14 -16 17 -18 18 -20 28 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011555368322230118 -0.00067857190435127799 -0.00067739108434875927 -0.0011553933444690466 0.0011709157362888971 -0.00083941456341839031 0.00018463645969092954 -0.00092394231297168424 -0.00053487593131922484 -0.0011521554053221244 0.00032089280901193538 0.0002387954332553721 0.00067994679291006471 0.00031087184495333251 -0.0010095291646449241 0.00015145648889511865 -0.00065558583092213294 -0.0011171991341560566 -0.00087230767230535517 0.0008614348394313364 0.00032142753702857547 0.0011537310117349349 0.00078501899417640891 -0.0011566717526028973 -0.00080233522137568096 0.0003090335526458842 -0.00056937418884761234 -0.00018285886201430051 -0.00096309824698136278 -0.00076294746609492333 0.00090585688152624189
leaf_weight=0.36366402493149497 0.15234283915197044 0.35142622688726965 0.28991147149645247 0.039073560852557421 0.35523031414777495 0.29182290082098972 0.084989229566417523 0.14223953342298035 0.13187593531256414 0.16926230066746939 0.20174682920332998 0.05591666919644922 0.32674786195275396 0.50754027728908069 0.20640330106834881 0.2031268777864178 0.20058232726296443 0.12023398419842202 0.45828640376566898 1.5388997906193247 0.030642358469776809 0.23500791488913819 0.1315546732803341 0.16036490845726803 0.44479331662296318 0.10386961506446812 0.22738652536645521 0.062224090332165249 0.11427889343030972 1.1734304700949001
leaf_count=645 94 76 578 3 280 100 8 42 129 56 14 5 52 587 88 40 41 45 57 219 9 47 44 29 56 17 35 22 75 417
internal_value=0 0.000140748 -0.000192557 -0.000879098 -0.000147244 0.000311938 0.000384277 0.000439842 -9.41288e-05 -0.000556841 -2.66931e-05 -0.000910926 1.1281e-05 -0.000321269 -0.000598672 0.000136855 -0.000437239 0.000231717 0.000312479 0.000170617 -0.00088636 -0.000148845 4.23061e-05 -0.000194616 1.45245e-05 0.000514433 0.000578583 0.000691934 0.000246468 0.000762217
internal_weight=0 3.56145 5.31342 0.328985 4.98444 2.23831 2.08596 2.00097 4.62921 0.588843 4.04036 0.419581 3.90849 1.07133 0.744586 2.83716 0.402329 2.43483 2.2317 1.77341 0.538183 1.32315 0.971721 0.736713 0.605158 1.85873 1.75486 1.52748 1.65318 1.46525
internal_count=3910 987 2923 581 2342 735 641 633 2062 706 1356 650 1227 736 684 491 55 436 396 339 596 252 176 129 85 591 574 539 294 517
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 2 0 42 42 160 52 52 160 482 47 4 128 1374 50 14 106 39 131 48 150 16 15 42 43 47 13 4 52 4
split_gain=0.14457 0.129382 0.128907 0.139887 0.146596 0.127384 0.117714 0.152345 0.109892 0.099678 0.114585 0.144855 0.142368 0.129137 0.131705 0.13864 0.104126 0.0910736 0.114805 0.0973272 0.174752 0.0904086 0.137119 0.0868958 0.0764227 0.0741671 0.0877305 0.0731011 0.110303 0.0776374
threshold=0.085835000000000009 0.14808000000000002 -0.070894999999999986 0.085330000000000003 -1.0000000180025095e-35 -0.082109999999999975 -0.10201499999999998 0.084240000000000023 -0.26821999999999996 0.10234000000000001 0.086425000000000016 -0.23071499999999998 0.086165000000000005 -0.095439999999999983 0.11644500000000001 0.073890000000000011 0.092305000000000012 0.005105000000000001 0.08844500000000001 0.086870000000000017 0.093965000000000007 -0.092969999999999983 0.085765000000000022 0.091955000000000023 -0.24333999999999997 0.10783500000000001 -0.23438999999999996 -0.49837999999999999 0.10433000000000002 -0.14963999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 -7 -8 -2 10 11 -10 13 -13 15 16 17 18 19 21 -21 -15 -23 27 -25 -12 -27 28 -4 -29
right_child=1 -3 23 -5 5 6 7 -9 9 -11 25 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0011919714141725055 -0.0012207228026245515 0.0010675286810844268 -0.0013333841997555688 -0.001323410300424 -0.0013253142786342361 -0.0013249548938246163 0.00052954200158926228 -0.0013314693996572037 -0.00091640713341452091 -0.0012736163902534428 -0.00062550527648376573 -0.00043337816982826966 -0.0011200809179828185 0.0012011486592297693 -0.0010915007572483103 -0.00076210568371862285 -0.00082550568727243572 0.0012737908111086233 -0.00076140592151203014 -0.00056135005500822861 0.0012243005113512697 0.00069316549551671634 -0.0013265445531889478 4.9991118908602348e-05 -0.0013325653117299049 0.0013296391533170915 -0.00012546744172057593 0.00063487401495999907 0.00051165200644563117 -0.00012118469479305146
leaf_weight=0.27666741625398561 0.11925097022685793 0.21906864446646057 0.12939067474508181 0.33053876668418514 0.12579866782107274 0.088608753769221948 0.59805507205965147 0.087841693741211202 0.17836700346742862 0.095050329844525439 0.50810025012469828 0.30697074666386592 0.11616959783714254 0.58270919728966097 0.089791311074804869 0.13447137764160277 0.083516592188971006 0.36670088404207479 0.1089955692514194 0.26284430309897278 0.14982563987723552 0.5301285641253346 0.065793053221568698 0.13223804402514361 0.14700722863926774 0.079861675621941686 0.74678069826040883 0.53444057627348218 0.10004203696735203 0.42419771301138098
leaf_count=665 88 140 49 692 147 95 139 50 141 65 134 33 97 140 54 28 19 200 51 44 21 132 143 18 148 14 166 42 11 144
internal_value=0 7.71362e-05 -0.000293912 -0.000564909 -0.000351893 -9.37335e-05 0.000106305 0.000291205 2.91918e-05 6.30209e-05 9.24913e-05 0.000236557 0.000310059 0.00037201 0.000476117 0.000537719 0.000618997 0.000677361 0.00054873 0.000638467 8.69556e-05 0.000831566 0.000470178 -1.54913e-05 -0.000677849 -0.000228755 1.511e-05 0.00014019 -0.000528873 0.000300318
internal_weight=0 4.7444 2.97483 1.50751 1.17697 0.900304 0.774506 0.685897 4.52533 4.40608 4.31103 2.97628 2.79792 2.68175 2.37478 2.28499 2.15051 2.067 1.7003 1.5913 0.41267 1.17863 0.595922 1.46732 0.279245 1.33474 0.826642 1.18807 0.229433 0.958638
internal_count=3910 1710 2200 1788 1096 431 284 189 1570 1482 1417 1103 962 865 832 778 750 731 531 480 65 415 275 412 166 314 180 246 60 186
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=1 484 42 15 51 457 50 133 2 48 48 3 33 1375 158 157 41 156 15 38 124 13 123 151 456 0 39 52 42 43
split_gain=0.215114 0.153558 0.165489 0.17656 0.149335 0.151025 0.149567 0.145687 0.137577 0.136971 0.129414 0.119191 0.115017 0.12547 0.131914 0.217906 0.121302 0.113097 0.148743 0.111002 0.166705 0.103916 0.145522 0.103712 0.10623 0.103079 0.101842 0.107127 0.117208 0.136567
threshold=0.10398500000000001 -0.0043499999999999988 -0.0060199999999999993 0.10043500000000001 -0.10748999999999999 -0.0015249999999999997 0.083475000000000008 0.10681500000000001 0.14808000000000002 -0.36174999999999996 -0.064549999999999982 0.10223 -1.0000000180025095e-35 -0.43271999999999994 0.085410000000000014 -0.084354999999999986 0.078385000000000024 0.013700000000000002 -1.0000000180025095e-35 0.11976000000000002 -0.048219999999999992 -0.17606499999999997 0.087695000000000009 -0.27336999999999995 0.086210000000000023 -0.17106499999999999 0.005105000000000001 0.11588000000000002 0.091955000000000023 -0.11652999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -4 10 7 12 19 -5 -6 -1 -7 -14 15 -15 26 -3 -19 20 -2 22 -22 -23 -25 -16 27 28 -17 -30
right_child=8 2 3 9 5 6 -8 -9 -10 -11 -12 -13 13 14 25 16 -18 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015001542771385754 0.0011829012037341438 -0.0011021686723650622 -0.0014919931603995528 0.0015469294592902871 0.0013183035033748286 -0.0010002438020833941 -0.00099714925875068138 -0.0010871285068028292 0.0011692208001450352 -0.0015054954383696888 -0.0011322294314089661 0.00078586183888303498 -0.00085994261382277152 -0.0014874051821056103 0.0014961074204348915 0.00066800858791289468 -0.00057917228357336258 -0.0014949456041934467 0.0012405682036570997 -0.0013714907349366339 0.0012292632194582688 -0.0015017681469225398 -0.00088015989076248617 8.8359960937887122e-05 -0.0011914604642955962 -0.0011856243527862964 0.001386114739158771 -0.00054696198727636255 0.000624750721567073 -0.0013842896785165265
leaf_weight=0.32710271830728732 0.32403322820027902 0.63630015955277475 0.14821918981033366 0.036739584058523178 0.054668533703079447 0.16181949808378693 0.25798810581909482 0.19502110172106757 0.29921773726528034 0.28485840595385514 0.37456751096033247 0.059704202911234461 0.20284247747622464 0.12858019791019737 0.037949024292174727 2.3390690141568498 0.22111557543394145 0.070498066146683414 0.117074250447331 0.10720149299595494 0.32398833538172889 0.10313579690409991 0.093227212782949209 2.6061826757941144 0.15193849900970224 0.19357239113742242 0.2995362379006109 0.21064375427158655 0.15948225557804108 0.14122508851869486
leaf_count=506 158 803 130 1 11 35 241 120 139 203 120 14 13 90 2 362 52 55 17 10 90 21 5 439 25 84 52 41 5 66
internal_value=0 -0.000237498 -0.000181387 -8.74012e-05 -2.03136e-05 2.35048e-05 0.000103111 0.000169264 0.000198733 -0.00115678 -0.000820124 -0.0011473 0.000229087 0.000279653 0.000341606 0.000413561 0.000486068 -0.00080287 0.00021244 0.000120455 0.000164852 6.4231e-05 0.000757911 -3.69182e-05 1.78576e-05 -0.000746058 0.000560845 0.000474121 0.000555599 -0.000318781
internal_weight=0 6.65858 6.27177 5.4479 5.1263 4.97808 4.54884 4.29086 4.00892 0.321598 0.429236 0.386807 4.09584 3.93402 3.73117 3.49965 3.37107 0.823872 0.187572 3.70971 3.60251 3.27847 0.417216 2.86126 2.75812 0.231521 3.14996 2.85042 2.63978 0.300707
internal_count=3910 3023 2503 1628 1424 1294 1163 922 887 204 131 520 802 767 754 668 578 875 72 748 738 580 95 485 464 86 526 474 433 71
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=1 3 47 15 106 12 50 156 1 0 131 3 15 151 15 42 160 12 47 12 48 2 0 133 3 3 47 43 43 3
split_gain=0.196059 0.17335 0.148871 0.1498 0.157164 0.179712 0.170002 0.152031 0.149641 0.166688 0.139993 0.130569 0.140831 0.144985 0.164504 0.130889 0.147974 0.141669 0.125685 0.119242 0.157475 0.118143 0.116797 0.115666 0.106372 0.103386 0.0919717 0.130637 0.154563 0.127178
threshold=0.094385000000000011 -0.115685 0.084155000000000021 0.035895000000000003 0.092305000000000012 -1.0000000180025095e-35 0.11843500000000001 0.11896500000000002 0.11026000000000001 -0.10303999999999998 0.08567000000000001 -0.032959999999999996 -0.008624999999999999 -0.0074049999999999993 -0.091024999999999981 1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 0.085165000000000018 0.11215000000000001 0.12862000000000004 0.08400500000000001 -0.18901999999999997 0.086975000000000011 -0.10140999999999999 0.16699000000000003 0.09252500000000001 -0.074254999999999988 -0.075819999999999985 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 5 -2 7 10 -5 -10 19 15 13 14 -13 -3 -17 21 -1 20 -7 -18 -4 -23 -25 26 -24 28 29 -28
right_child=2 11 22 8 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-1.5102882562702842e-05 0.0010794715451071892 -0.0012018769990869284 -0.00077469996521624851 -0.00091366757414107003 -0.00088201131242072236 0.00091744286860378403 -0.0012068232296762534 -0.0008179756711424272 0.0010871967206797794 -0.00048579261836645106 -0.00088554830437331908 0.00031615812657222615 0.0001424980242231689 -0.0010586622245086256 -0.00097455253917049889 -0.0011975193073807311 -0.0011990564432608991 -0.0012038634055348578 0.0009890777829027874 -0.00016512524230546068 -0.00050059497470948265 0.00043165924634097359 0.00062631224306000459 0.0012359624094332676 -0.0012001899984734549 0.00084990574234013964 0.00083148705401670116 -0.00065063135423627208 0.0010871569962776976 -0.00062385874519301735
leaf_weight=0.94538294678932266 0.54858044518914617 0.39802198694451396 0.35176420040079381 0.27101078961277369 0.12703239492839191 1.0084420277926258 0.10149790212744836 0.13664602919016022 0.17960491185658611 0.20728986134054139 0.097302494919858762 0.41343701264122501 1.088627565099159 0.38123099360382207 0.21408645156770945 0.2713039810732879 0.10224059166648647 0.16719902746990556 0.21934491702995729 0.24126928660552938 0.12581963499542315 0.55786965024162782 0.20124765530636057 0.031924005597829819 0.12927402880086447 0.17613344988785673 0.11653911403845996 0.58611320378258835 0.17520897125359591 0.32484253015718423
leaf_count=204 287 802 45 125 20 247 24 56 18 53 18 34 155 114 31 569 163 195 25 40 7 246 34 1 176 26 11 108 6 70
internal_value=0 -0.000228814 0.000107635 0.000272301 0.000411494 0.000484215 0.000293361 0.000387967 -0.000232629 0.000244423 0.000499851 -0.000353754 -0.00015562 -0.000477343 -0.000124182 -0.000604421 -0.000415662 -0.000201075 0.000174007 0.000597852 0.000760145 3.06928e-06 -0.00015187 0.000173993 -0.000717729 -1.32134e-05 -0.000121496 -0.000246627 0.000137408 -0.0002396
internal_weight=0 4.91994 4.97634 3.0445 2.38659 2.25956 1.71098 1.60948 0.657906 0.386895 1.47283 3.75522 2.09738 1.00875 0.627523 1.65783 1.25981 0.988507 1.16473 1.37553 1.13426 0.821308 1.93185 0.719068 0.161198 1.58008 1.40395 1.2027 0.616591 0.441382
internal_count=3910 2715 1195 895 699 679 392 368 196 71 312 2486 334 179 65 2152 1350 781 229 294 254 586 300 423 177 255 229 195 87 81
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 151 475 480 403 39 13 3 159 13 52 0 42 2 156 457 15 16 4 42 1375 42 151 133 3 4
split_gain=0.237919 0.224979 0.214397 0.192178 0.194091 0.173521 0.18042 0.172888 0.156176 0.142425 0.185198 0.161356 0.185928 0.17876 0.156259 0.143421 0.180545 0.130516 0.139747 0.138147 0.15192 0.155421 0.188314 0.174366 0.162002 0.145403 0.140431 0.134583 0.122457 0.207242
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08514999999999999 -0.086424999999999988 0.08456000000000001 0.13415000000000002 0.085060000000000011 -0.094679999999999986 -0.14539499999999997 0.093320000000000014 0.10153000000000002 0.11588000000000002 -0.15713499999999997 -0.089024999999999979 -0.048654999999999997 0.091280000000000014 -0.0015249999999999997 0.10363000000000001 -1.0000000180025095e-35 -0.39075499999999991 0.084100000000000022 -0.43271999999999994 -1.0000000180025095e-35 0.079335000000000017 -0.090054999999999982 -0.077894999999999978 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -7 8 9 10 14 13 17 -12 -6 -11 -17 -13 19 26 21 23 -23 24 -21 -24 -19 -26 -25 -30
right_child=2 -3 -4 4 7 6 -8 -9 -10 15 11 12 -14 -15 -16 16 -18 18 -20 20 -22 22 25 28 27 -27 -28 -29 29 -31
leaf_value=0.00089308052563279682 -0.0011775431580420344 -0.0010990953922744319 0.00053488616492742831 -0.00091376680310386129 0.00055001982407475712 0.0012337817978320821 -0.0011755318370358324 -0.001301307965238824 -0.0013012826762190874 -0.0013227384626195349 0.0010965471165958226 -0.001300049379899317 -0.0011918082171442331 -0.00030305733515062218 -0.000865675441440488 -0.00035863270993389282 0.00096939999038716531 -0.0010533461856367522 -0.0011389223645419204 -0.00067117817713171514 -0.00079923029818878058 -0.0013116052997424188 -0.00059989058319714949 -0.0013203789879073714 -0.0010573178663837554 0.00089907957163513983 0.00071026790161305179 0.00044559492665327799 -0.0013455616868513983 0.00091156267117352527
leaf_weight=0.095931348478188738 0.13362239161506284 0.40076035787933584 1.4519820225832525 0.41721056444657278 1.2333298114535827 0.056906450248789042 0.60547815915196856 0.16959053442405991 0.14719531039736455 0.067000070586800575 0.3518625051947265 0.15798285999334893 0.30328830886719504 0.26985780979157425 0.14592278641066503 0.22827343890094198 0.68674084270605806 0.38277726244995935 0.20742036408773845 0.33765217907784517 0.33169476251350705 0.08474630922137294 0.12475754355546087 0.27251837773656007 0.10816751855599882 0.82113338365163613 0.094148216579924338 1.2766571824759041 0.123094046706683 0.15232857352384588
leaf_count=20 20 175 406 321 146 6 869 196 185 5 31 40 144 20 49 27 177 146 132 17 107 24 45 117 137 108 14 172 20 34
internal_value=0 -0.000150133 0.000390576 -0.000109036 -5.33356e-05 -0.000733038 -0.000968544 -8.89704e-06 1.88174e-05 4.38533e-05 -2.28453e-05 -0.000130907 -0.00021157 0.000489049 0.000400241 0.000504307 0.000638089 -0.000145137 -0.000102873 -5.05828e-05 3.53583e-05 0.000119219 0.000535853 -6.99084e-05 0.000132298 0.000701374 -0.000705197 0.000328204 -0.000705552 -9.72091e-05
internal_weight=0 9.65443 1.5856 9.25367 8.49535 0.758316 0.662385 8.07814 7.90855 7.76135 6.77934 5.40009 4.77837 0.62172 1.37925 0.982014 0.915014 4.47508 4.3171 4.10968 3.63275 3.30106 1.03064 2.27042 1.72248 0.945891 0.476925 1.38482 0.547941 0.275423
internal_count=3910 3484 426 3309 2414 895 875 2093 1897 1712 1503 1308 1257 51 195 209 204 1113 1073 941 781 674 177 497 326 153 160 309 171 54
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=421 14 1372 4 11 49 3 13 38 3 124 156 160 41 483 159 401 129 457 1373 456 133 123 49 130 4 9 15 13 13
split_gain=0.0376252 0.055434 0.0395481 0.0410812 0.0744121 0.0549183 0.0489327 0.0654404 0.0519584 0.0820249 0.0745869 0.0497089 0.0466869 0.0451616 0.0429291 0.042255 0.0512599 0.0412296 0.0426646 0.0420205 0.0419814 0.0422852 0.0459252 0.0437703 0.065315 0.0509658 0.0479691 0.0414402 0.0409494 0.0560963
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 0.27772500000000006 -0.14539499999999997 0.10741000000000002 0.10208000000000002 0.30601500000000009 -0.086804999999999979 0.097460000000000019 -0.40446999999999994 0.080335000000000018 1.0000000180025095e-35 0.10392000000000001 1.0000000180025095e-35 0.084685000000000024 0.53894500000000012 0.099250000000000019 0.084065000000000015 0.11253500000000001 0.13456000000000004 -0.085174999999999987 -0.088449999999999987 -0.52333999999999992 0.084755000000000011 0.10043500000000001 -0.5337599999999999 -0.092584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 10 -8 12 -12 14 15 16 17 18 19 20 21 22 23 -14 -25 -26 27 28 -27 -30
right_child=1 -3 3 5 -6 -7 8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0037517154245259392 -0.0037618792420856997 -0.0026562840520342485 0.0033062158461444448 0.0012569084368160731 -0.0032810157998129064 -0.0032678764919481218 0.0028103723028459898 -0.00032230760098084249 -0.0030699140470031743 0.0037437290321680012 -0.0037407042552084161 -0.0034723351290228263 -0.00059297652991860156 -0.0037438063914967982 -0.002876615805626005 -0.0027708543056910277 -0.0030142582277443851 -0.0035219812440065103 -0.0037530595080328974 -0.0034298411104162893 -0.0031787109012139957 -0.0031098332480952754 -0.0037619189082604052 -0.0037334708796644862 -0.0037588272562535706 -0.0037638577797110919 -0.0033978802772663794 -0.0024628289672139823 0.0031505428012348759 0.0011176711708064313
leaf_weight=0.035416850259935351 0.039279207053369958 0.11603954371184944 0.1345435892653789 0.52245267764010339 0.1032364727479943 0.040288252959726378 0.10778980473333311 0.14294132145005278 0.085749724090419366 0.074590785967302398 0.052904012488857233 0.069686578311120573 0.31556681060374714 0.048884064312005537 0.075908043016624904 0.075184066692599916 0.072188766454928444 0.040936382151357864 0.036202103074174263 0.04042099123034848 0.044223515659723378 0.04412845537672172 0.033209475222974905 0.040579527483721622 0.029843536507546342 0.021172556793321529 0.031312840335885883 0.040132474829988385 0.22908390712746474 1.0894382280757455
leaf_count=25 49 124 46 434 127 20 75 29 37 65 249 154 99 53 323 151 268 171 13 20 70 333 5 37 11 3 26 79 73 741
internal_value=0 -0.00011505 -3.49594e-05 5.22906e-06 -0.000164284 0.000932966 -5.6188e-05 0.00143705 -0.0002097 -0.000115852 -0.000229248 -0.000364023 -0.000272291 -0.000192803 -0.000115978 -2.00117e-05 7.80796e-05 0.000187709 0.000263817 0.000338045 0.000417423 0.000502265 0.00058935 0.000669758 0.000938715 0.00107029 0.00117242 0.00127613 0.00138814 0.00147087
internal_weight=0 3.79792 3.68188 3.6426 3.07986 0.562741 2.97662 0.277485 2.69914 2.61339 2.5388 2.43101 2.36132 2.30842 2.25953 2.18362 2.10844 2.03625 1.99531 1.95911 1.91869 1.87447 1.83034 1.79713 1.48156 1.44098 1.41114 1.37983 1.33969 1.31852
internal_count=3910 3885 3761 3712 3258 454 3131 75 3056 3019 2954 2879 2725 2476 2423 2100 1949 1681 1510 1497 1477 1407 1074 1069 970 933 922 896 817 814
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 484 39 47 4 50 3 51 133 43 43 3 131 43 48 51 132 46 47 1374 0 52 49 49 403 1 4 4 42 42
split_gain=0.195219 0.17478 0.1615 0.152273 0.169722 0.170286 0.150285 0.146536 0.145048 0.142408 0.168459 0.18185 0.139616 0.137535 0.157137 0.157907 0.146107 0.13417 0.130078 0.139436 0.204717 0.138802 0.128363 0.147606 0.136568 0.123967 0.121012 0.154789 0.118851 0.112729
threshold=0.094385000000000011 -0.0043499999999999988 0.085220000000000004 0.09252500000000001 -0.17479499999999998 0.11644500000000001 -0.115685 -0.40274499999999996 -0.090054999999999982 -0.074254999999999988 -0.075819999999999985 -0.10315499999999998 0.089255000000000015 -0.016244999999999996 0.12862000000000004 -0.07742499999999998 0.079995000000000011 0.092020000000000005 0.077735000000000012 -0.094679999999999986 -0.23029999999999998 0.11401500000000002 0.090775000000000008 -0.088329999999999978 -0.081784999999999983 0.13535500000000003 0.0021050000000000005 -0.0021099999999999995 0.092395000000000019 -0.090359999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 13 -3 -4 -8 10 11 -5 18 16 15 -15 -6 -9 19 -10 -21 22 23 -22 -25 -11 27 28 29 -26
right_child=2 6 7 9 5 -7 8 17 12 25 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0013812262143482019 -0.0011338305219275064 0.00028432446013790041 -0.001501299670047015 0.0010779564777444095 -0.00050065339443761852 -0.0013319108176387282 -0.0014901661767876991 0.0010085156766068248 -0.0015245634394464446 -0.0011111176110542094 0.0013781814759674367 -0.0013478604604125568 -0.0014930054975461052 -0.00043439864351341357 -0.00064142132961415388 0.0010535704741529966 0.0011699550299527947 -0.0010129495004147977 -0.0013293188146673875 0.0011728320098034583 -0.0010926415711939052 -0.0013901521660112433 -0.0014894034489486758 -0.0014885493759321865 -0.0015043868773627284 0.00041029323795009159 0.00096160620350626668 -0.0014926011063240178 -0.0015000706435643089 0.00044834762126685283
leaf_weight=0.29837395536014799 0.19030285681947168 1.0551969768275737 0.063476450042799115 0.10734675748972222 0.52597545864409889 0.12912555964430783 0.23228282441414227 0.83709057058149472 0.14691158108326074 0.61670639290241502 0.17449729796499014 0.18733229243662208 0.19531781312252849 0.18256963419844474 0.1769570275209843 1.1467549066655909 0.14817242957360577 0.079382236115634441 0.2088708812589174 0.27681104006478685 0.23522131159552673 0.19150730024921347 0.1327707899181404 0.10523113583986177 0.06950293017871656 0.1463307305239141 0.41001636213331938 0.13136341923381256 0.084143024723744131 1.0753454237928957
leaf_count=484 115 183 10 11 126 58 395 305 44 111 6 53 255 30 12 271 53 9 94 24 48 238 163 287 53 25 46 56 67 278
internal_value=0 -0.000279428 0.000145302 4.32878e-06 0.00021507 0.000326217 -0.000207184 0.00068219 -0.000355566 -0.000423213 0.000221039 -0.000464175 -0.000274797 0.000424411 0.000674094 0.000849213 -0.000133467 0.000833422 -0.000197235 -0.000114523 -3.81373e-05 -0.000175795 -7.21404e-05 1.70055e-05 0.000156168 -0.00081935 0.00025393 4.06332e-05 0.000204516 0.000329798
internal_weight=0 4.84887 4.71202 3.73207 2.49986 2.30956 4.55049 0.979949 3.4953 1.23221 0.469176 0.294679 3.26301 2.18043 1.50628 1.32932 0.674148 0.916473 3.0677 2.85882 2.71191 2.4351 2.24359 2.11082 1.8756 0.763037 1.77037 1.36035 1.22899 1.14485
internal_count=3910 2715 1195 871 665 550 2231 324 2048 206 70 64 1653 492 313 301 179 314 1398 1304 1260 1236 998 835 787 136 500 454 398 331
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 484 3 3 43 2 52 1446 47 44 15 48 421 50 106 11 48 16 12 0 12 43 160 1 0 13 0 16 1 12
split_gain=0.22783 0.199116 0.187194 0.192682 0.168463 0.160302 0.157989 0.151247 0.139799 0.207496 0.198142 0.199525 0.187133 0.141232 0.143299 0.137881 0.139429 0.158169 0.13018 0.213494 0.164073 0.187513 0.17526 0.128482 0.160922 0.127043 0.125351 0.212311 0.121799 0.125413
threshold=0.094485000000000013 -0.0043499999999999988 -0.115685 0.086245000000000016 -0.075819999999999985 0.086245000000000002 -0.42985499999999993 0.091520000000000018 0.093315000000000023 0.084245000000000014 0.035895000000000003 0.12862000000000004 1.0000000180025095e-35 0.11843500000000001 0.092305000000000012 0.080455000000000013 0.083775000000000002 -0.035699999999999989 0.094045000000000004 -0.071924999999999989 0.085775000000000004 -0.089949999999999988 -1.0000000180025095e-35 0.11026000000000001 -0.10303999999999998 -0.057284999999999996 -0.10783 -0.064504999999999993 0.13026000000000001 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 18 -5 -2 8 9 10 11 12 13 14 -8 16 17 -3 19 20 21 -4 -23 -12 -25 28 -27 -28 29 -10
right_child=6 2 3 5 -6 -7 7 -9 25 -11 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0013378979463377074 -0.0014606846531461583 -0.00061993011429039375 -0.001203702859459359 0.0011555562362460994 -0.0010259312775117038 -0.000168749617756987 0.0009903887449109125 -0.0014291289455334063 0.00061587723329159321 -0.0012734786042827239 -0.0010658471606147068 -0.00068108607646264667 -0.0014371605888413963 -0.00074528615065007125 -0.00082765222637176086 -0.0010385885498320198 0.0013232086655840683 0.00063364055117997805 -0.0014716739446858956 0.00067607852444760664 -0.0014631463556166752 -0.0012361328755510241 0.0010836625833110093 0.0013140111014493683 -0.00055449658629203426 -0.0010686066962269758 0.0012176495887552747 -0.00077625588583250457 0.0013232999868869344 -0.00081863081124893043
leaf_weight=0.36892669838562131 0.13144585243571771 0.35390283066953987 0.21327629580628127 0.23397321463562537 1.1803526301810054 1.1357666460389735 2.0726223757810684 0.12455757665156841 0.27781994524411857 0.1567560298135503 0.26060768206662022 0.22683658334426571 0.080262255854904541 0.11526649678125966 0.096297035954194032 0.15686151961563144 0.27500545291695744 0.5390269468189216 0.17479713654756768 0.45381804382486723 0.28493620385415852 0.091823305432626512 0.27964400895871211 0.17169605250819586 0.22740738288848661 0.44440920575289056 0.18681363755604252 0.28823502332670592 0.18541057253605686 0.24206697693443857
leaf_count=485 143 51 92 22 1216 99 555 34 35 17 101 14 2 23 20 61 18 53 153 61 315 73 24 18 52 44 21 39 27 42
internal_value=0 -0.000302542 -0.000231453 -0.000387011 -0.000614295 5.74628e-05 0.000116571 0.000156772 0.000196024 0.000363691 0.000442632 0.000624111 0.000749327 0.000826156 0.00090967 0.000243909 0.000416157 0.000136802 -0.000290009 -0.000133944 -0.000556631 -0.000114901 0.00051023 -0.0002702 0.000249344 -0.000155639 -0.000512442 7.8506e-06 0.000309505 -5.20508e-05
internal_weight=0 5.74211 5.37318 4.04839 2.67865 1.36974 5.28851 5.15706 5.03251 3.40775 3.251 2.59128 2.36445 2.28419 2.16892 1.3248 1.16794 0.89293 1.49829 1.3235 0.86968 0.584744 0.371467 0.659711 0.399103 1.62476 0.919458 0.475049 0.705297 0.519887
internal_count=3910 2723 2238 2055 1934 121 1187 1044 1010 802 785 614 600 598 575 183 122 104 718 565 504 189 97 171 70 208 104 60 104 77
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=1 0 39 3 47 4 15 4 49 48 484 16 14 12 3 3 3 51 46 106 3 122 4 160 150 448 12 12 160 4
split_gain=0.275777 0.259008 0.20883 0.182631 0.166855 0.215026 0.240271 0.315238 0.219317 0.201288 0.189537 0.186669 0.172645 0.188537 0.155968 0.177062 0.168291 0.151686 0.131013 0.137786 0.11484 0.113782 0.0990474 0.145258 0.186519 0.0930995 0.0915074 0.15195 0.147645 0.107445
threshold=0.076710000000000014 -0.070894999999999986 0.005105000000000001 0.16699000000000003 0.09252500000000001 0.0057500000000000008 0.084565000000000015 -0.0010999999999999996 -0.088329999999999978 0.12862000000000004 -0.0043499999999999988 0.26760500000000004 -0.46637499999999993 0.11999500000000002 -0.074234999999999982 -0.075954999999999981 -0.10628499999999998 -0.40274499999999996 0.086210000000000009 0.092305000000000012 0.11476000000000001 0.089350000000000013 0.27223000000000003 0.088785000000000017 0.11680000000000001 -0.079769999999999994 0.085775000000000004 0.085185000000000025 0.084835000000000008 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 5 6 7 8 -2 12 -10 -12 -7 22 15 16 -6 -4 19 21 26 25 23 24 -14 -19 27 29 -29 -1
right_child=2 -3 17 -5 14 9 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.5535401273917822e-05 -0.0014238407450338909 -2.5642020974284127e-05 -0.0014196235527364257 0.00091596085948784218 0.0002733152482653042 -0.00058755906408354563 -0.001408700105166992 -0.0012907830358348906 -0.0014131825423609723 -0.00091052316119784673 0.00071712253046166575 -0.0014027047693630677 0.00061814898262183124 -0.00047527440278919005 -0.0010481698763287858 0.0012978111576140718 -0.0014218522329164517 -0.00055672768104279044 -0.0008539452846874566 -0.00064170199985622901 0.00011778327216194437 -0.00041005898665373981 0.0013017423750332395 0.0013438617135150559 -0.0012337414335070736 0.001186585063553962 -0.001404676419444376 -0.0014102241437725469 0.0012429700443725112 -0.0012980928960912286
leaf_weight=0.14312631026768941 0.14576249141828146 1.6362772232241694 0.072773072053678223 0.36239222687436257 0.25967410547309555 0.25453092576935921 0.32250773601845129 0.34576191549422297 0.10469392845698156 0.22678655746858556 1.0633820896327955 0.088213659531902411 0.38957184179162119 0.2471025739214382 0.63309262093389385 0.14454971130180638 0.20589428058156045 0.064072908367961312 0.10415076708886761 0.12078099101199757 0.22314792382530857 0.11179988179355849 0.5683372049825266 0.28815101808868349 0.14684617100283504 0.96125726748141471 0.55642051055110642 0.05960058939672308 0.13269461131130811 0.50790993292685038
leaf_count=98 29 366 10 151 29 29 405 81 59 11 160 117 66 16 121 10 96 5 12 20 13 12 117 17 10 319 1060 81 11 379
internal_value=0 -0.000418781 7.18262e-05 -4.65547e-05 -0.000110735 2.28889e-05 -0.000298155 -9.32366e-05 0.000202092 0.000336214 0.000390743 0.000554741 0.000485455 0.000651988 -0.000561263 -5.60221e-05 -0.00047636 0.000550128 0.000655369 0.000780335 -0.000815162 0.000931378 0.000851965 0.000541954 0.000111188 0.00107765 -0.000963891 -0.000673066 0.000420631 -0.000996109
internal_weight=0 3.25918 7.23209 5.79725 5.43486 4.19165 2.07032 1.74781 1.40205 2.12133 1.25629 1.1516 1.89454 1.64001 1.24321 0.610118 0.465568 1.43483 1.36206 1.25791 1.6229 1.13713 1.39291 0.824569 0.536418 1.02533 1.39975 0.843331 0.192295 0.651036
internal_count=3910 2008 1902 1524 1373 1117 851 446 365 266 336 277 255 226 256 135 125 378 368 356 1642 336 210 93 76 324 1629 569 92 477
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=1 44 47 123 42 157 14 160 43 133 481 1366 15 151 1373 0 1375 49 1 43 4 42 15 0 12 4 3 2 159 13
split_gain=0.0412826 0.0512346 0.0475485 0.0478839 0.0573076 0.0755255 0.0534711 0.0499808 0.0589084 0.0489025 0.0407799 0.0411215 0.0421007 0.0644534 0.0418155 0.0441355 0.0792156 0.0549554 0.0451645 0.0424598 0.0422168 0.0388217 0.0663497 0.0534779 0.051673 0.0959141 0.0487343 0.0413386 0.0458906 0.0370074
threshold=0.11561500000000001 1.0000000180025095e-35 0.11669500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077654999999999988 0.077685000000000018 -0.098319999999999991 -0.15426499999999996 -0.0023199999999999996 -0.0079799999999999992 -0.081619999999999984 0.10043500000000001 0.16127000000000002 0.09586500000000002 -0.10575999999999998 -0.43271999999999994 -0.088729999999999989 0.076710000000000014 -0.18906999999999999 -0.51381999999999983 0.085545000000000024 -0.063364999999999991 -0.08824499999999999 0.085185000000000025 -0.077679999999999985 0.082730000000000012 0.10648500000000001 0.089930000000000024 -0.085414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 -9 -12 14 -14 15 16 -13 -18 -19 -17 -21 24 23 -23 25 26 -22 28 -26 -2
right_child=29 -3 -4 9 6 -7 -8 10 -10 -11 11 12 13 -15 -16 19 17 18 -20 20 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0021207060735054378 0.0018053520888092474 -0.003144815899506239 -0.0027864454061744029 -0.0025970384198771893 0.0018337128316546665 -0.0024016254084536668 -0.0031998469463261352 -0.0032004358592300866 -0.0030284723168958832 0.0015709213511954788 -0.0032066191135647119 -0.0013484278614791098 -0.0032014856567727026 0.0022333246114465593 -0.0032095486951190856 0.0016871758901897327 -0.00084013150644634117 -3.4495379162049361e-05 0.0021588346683953249 -0.0030992581873173202 0.0020680772937326126 -0.0032115308080324788 -0.0029022876632442966 0.001482022791977443 0.0024603106272298499 -0.0019189162956283784 -0.0013899301626885819 -0.0013001351745109257 -0.00079805584621594583 0.00019336922150305297
leaf_weight=0.045091401269019116 0.19051051556016319 0.060294265487755072 0.069364208737169863 0.032165190452360548 0.033240143326111138 0.22420599335191793 0.055066867755158344 0.037542767157905277 0.10646186253780188 0.25941860161765351 0.036464214243100534 0.13023009244352579 0.080482298340029845 0.030623399528849404 0.033714308943672111 0.13081335028255603 0.099050193501170725 0.11908148283874131 0.48072465248696972 0.049969727406281916 0.14915281753746967 0.032452689562433079 0.11942877688397491 0.10301079497822141 0.20708163006020186 0.21969947947398183 0.057365398974070558 0.053736420053610345 0.055775276014173869 0.60314115957771708
leaf_count=54 195 41 77 32 10 887 87 190 327 143 34 15 143 7 22 24 25 40 121 27 41 52 440 105 109 188 52 50 16 356
internal_value=0 -0.000234333 -0.000176824 -0.000116122 -0.00024913 -0.0016444 -9.39388e-05 -2.16542e-05 -0.00187158 0.00111115 9.4425e-05 0.000150938 0.000207819 -0.00170352 0.000311852 0.000370989 0.000934615 0.00136005 0.00172339 -2.55324e-05 -0.000239383 -9.61465e-05 -0.00116981 0.000357598 0.000272276 -0.00045249 0.00110753 0.001248 0.00176892 0.000580314
internal_weight=0 3.11171 3.05141 2.98205 2.69047 0.269297 2.42117 2.3661 0.139702 0.291584 2.2264 2.18886 2.15239 0.111106 2.04129 2.00757 0.829086 0.698856 0.599806 1.17849 1.04767 0.997703 0.254892 0.135463 0.742811 0.426218 0.206518 0.316593 0.262857 0.793652
internal_count=3910 3359 3318 3241 3066 941 2125 2038 337 175 1701 1511 1477 150 1327 1305 201 186 161 1104 1080 1053 597 157 456 281 93 175 125 551
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=1429 4 482 1211 133 1 403 151 48 0 133 160 151 401 13 38 11 448 483 105 1 1348 457 15 48 3 0 12 49 52
split_gain=0.0403076 0.0415224 0.0435647 0.0389816 0.0378129 0.0396088 0.0464988 0.050576 0.0458615 0.0426868 0.0410013 0.0576074 0.0621222 0.0499456 0.047206 0.0500312 0.0581746 0.0609552 0.0537694 0.0561682 0.0401939 0.0418852 0.0374448 0.0417006 0.0524404 0.0481596 0.0417405 0.0400046 0.0604799 0.0368658
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 0.082530000000000006 -0.26719999999999994 0.077800000000000022 -0.080924999999999983 -0.083919999999999981 0.086065000000000016 0.076335000000000014 -0.036599999999999987 -0.092169999999999988 -1.0000000180025095e-35 0.087020000000000014 -0.0064299999999999991 0.13790500000000003 0.077905000000000016 -0.081394999999999981 -1.0000000180025095e-35 0.094650000000000012 0.079945000000000016 0.090050000000000005 -0.0015249999999999997 -0.073314999999999991 0.093225000000000016 0.12046500000000002 -0.22851499999999997 0.129665 -0.052649999999999995 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 29 -8 13 12 -12 -7 15 16 17 -13 -19 -20 -16 22 -22 24 -24 26 -25 28 -28 -9
right_child=1 -3 -4 -5 5 10 7 8 -10 -11 11 14 -14 -15 20 -17 -18 18 19 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028645754381761597 -0.0028990271002965386 0.0026302953829510337 -0.0036884759463135124 -0.0038501785236971448 -0.0040499867106137451 0.0036130986013196264 -0.0040611643081277359 -0.0031822509398489762 0.0018249502538010773 0.00409300790692894 0.0016571542165840199 -0.0040743386117649532 -0.0039372082724788721 -0.001624840201297748 0.004009191553431231 -0.0040737122931457483 -0.0011390804584266235 -0.0028532411857558741 0.002889146630350762 -0.0033847423732998867 -0.0023350744505316995 0.0033726334717155463 -5.7204035867439454e-05 0.0039978648406792192 0.0027897925675913447 -0.0040799991819347025 -0.0040348390887437781 0.0035806832994682383 -8.7760055581952886e-05 -0.00020019243582269526
leaf_weight=0.083326018651860401 0.071445214355210118 0.094147909974708344 0.05418262770081117 0.043251287860584742 0.058523377719668868 0.1227641656641939 0.088129295618275649 0.074593900225865983 0.17198518395525753 0.011916764080524445 0.047344159218482673 0.025879179418553222 0.10320561210119272 0.039293243132306088 0.038450812229711029 0.027811596170067787 0.1170620703487657 0.031481360108955969 0.49026924779536707 0.024498382830643095 0.13698195608594677 0.051611974005936534 0.44276640287353042 0.03165769518636774 0.13899814833712298 0.071042289040633477 0.092170016323506965 0.030041405960218981 0.20388738219480806 0.74264101198558985
leaf_count=181 184 210 147 205 471 57 180 134 132 1 34 9 119 74 6 6 59 53 436 3 42 25 99 22 46 13 23 17 187 735
internal_value=0 -2.05075e-05 -9.01435e-05 -3.49074e-05 1.24231e-05 7.33334e-05 -0.000538717 -0.000350066 -7.29698e-05 -0.0030899 0.000383187 0.000232312 -0.00217792 0.00234308 0.000417956 0.00124356 0.00145813 0.00198954 0.00227683 0.00259057 -6.03544e-05 -0.000190844 -0.000351115 -8.21887e-05 0.000623015 -0.00103896 -0.000435079 -0.00086543 -0.00131658 -0.000472383
internal_weight=0 3.67803 3.58389 3.5297 3.48645 3.41501 1.14779 1.08927 0.98922 0.100046 2.26722 2.10516 0.15055 0.162057 1.95461 0.717002 0.68919 0.572128 0.546249 0.514768 1.23761 1.19916 1.14755 1.01056 0.581765 0.428799 0.357756 0.326099 0.296057 0.817235
internal_count=3910 3729 3519 3372 3167 2983 1653 1182 1001 181 1330 1199 153 131 1046 566 560 501 492 439 480 474 449 407 145 262 249 227 210 869
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=4 11 151 403 484 150 160 133 148 1212 1429 457 14 4 1 0 15 4 52 1375 1 4 2 4 0 39 13 16 13 48
split_gain=0.260989 0.197532 0.158688 0.152293 0.157024 0.184728 0.155998 0.16312 0.136277 0.134207 0.12346 0.122114 0.111495 0.12514 0.235453 0.21821 0.21454 0.181672 0.159556 0.159264 0.130405 0.126302 0.1139 0.106919 0.187024 0.104501 0.119336 0.103857 0.103534 0.101977
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -0.0043499999999999988 0.097030000000000019 -0.092169999999999988 -0.031394999999999992 0.087215000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087350000000000011 0.08840000000000002 -0.0010999999999999996 0.076710000000000014 -0.070894999999999986 0.083185000000000023 0.0014600000000000001 -0.094124999999999986 -1.0000000180025095e-35 0.099595000000000017 -0.49837999999999999 0.085005000000000011 -0.39075499999999991 0.12500000000000003 0.088655000000000012 -0.092894999999999991 -0.08755499999999998 -0.083514999999999992 -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 3 -2 -1 5 -5 7 -6 -9 -8 -11 -3 13 14 15 22 18 -15 20 -20 -16 -17 27 -23 -25 26 -18 -12 -19 -4
right_child=2 11 29 4 6 -7 9 8 -10 10 12 -13 -14 17 16 21 25 28 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011978122995179466 -0.0010129726072884073 -0.0012046319080905533 0.0012051001885985111 -0.0010433230263588702 0.00054085094210216153 0.00076713725108443567 -0.0011984789881082445 -0.001095806550215685 0.00092329255799424243 -0.0012025322005841141 -0.0012154442423286667 0.00084434263191345699 -0.0011212396517491705 -0.0010112088645041143 -0.0007446748632491079 -0.00040133796495258201 0.0010035826037019344 0.00037590324307395541 -0.00032725876312909375 0.0010948313683882831 0.00072553694343243107 0.00095374092717177264 -0.0012001640283531862 0.00055117077502700429 -0.00075878520660368977 0.0012012378095582546 -0.001204469952452059 0.00043258298239801487 -0.00017894874718801768 0.00031614106854703462
leaf_weight=0.18316818573293669 0.11735701351426531 0.36342173218872709 0.20943859263206821 0.4448431024902656 0.14266042389499489 0.098289145214948803 0.12967181685962437 0.4844340569470641 0.052969240903621539 0.11418850285553883 0.081238238613877911 0.046910048462450504 0.11382338849944051 0.29535812425457164 0.16920060840493523 0.39278168050805096 0.043311059998814017 0.68034431062551504 0.1268514261464585 0.99359991344681486 0.17562277814431582 0.33215776202268887 0.3024226737616118 0.48822292224213049 0.2285631955601275 0.045837799145374447 0.18138520729553409 0.16670528477697821 1.6343569033415402 1.5374286115984439
leaf_count=435 20 170 66 516 53 19 256 350 7 76 71 5 23 73 45 23 11 104 17 186 53 18 390 78 9 17 135 61 237 386
internal_value=0 -0.000161389 0.000332342 -0.000120416 -9.54953e-05 -0.000715689 -4.98255e-05 -0.000595212 -0.000896794 5.56833e-06 2.93471e-05 -0.000970389 5.11499e-05 7.22048e-05 0.000212726 -6.76502e-05 0.000534499 -0.000128499 0.000715042 0.00093383 4.12203e-06 0.000176745 -0.000707862 0.000393211 0.000133462 -0.000443363 -0.000778859 -0.00010739 -1.58649e-05 0.000422722
internal_weight=0 8.51234 1.86422 8.10201 7.91884 0.543132 7.37571 0.680064 0.537403 6.69564 6.56597 0.410332 6.45178 6.33796 3.7279 1.99209 1.73581 2.61006 1.46527 1.12045 0.344823 1.44173 0.550366 1.04894 0.716786 0.270534 0.224696 0.247944 2.3147 1.74687
internal_count=3910 3438 472 3263 2828 535 2293 410 357 1883 1627 175 1551 1528 1114 650 464 414 301 203 98 128 522 105 87 163 146 132 341 452
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=156 1 1374 484 0 0 52 52 16 133 132 42 133 376 3 151 49 38 43 4 4 2 52 475 453 4 1447 106 9 150
split_gain=0.0372038 0.0371745 0.0545996 0.0529769 0.0843471 0.0528 0.0551268 0.060391 0.0601005 0.0579299 0.0488791 0.0427029 0.0465082 0.0457018 0.0421456 0.0420671 0.0551808 0.0393656 0.0384248 0.0586002 0.0377385 0.0549263 0.0373513 0.0362482 0.0353562 0.0352029 0.0380672 0.0362111 0.0518496 0.0373918
threshold=-1.0000000180025095e-35 0.094485000000000013 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.074249999999999997 0.084890000000000007 0.048490000000000012 -0.5152199999999999 -1.0000000180025095e-35 0.080815000000000012 -0.090359999999999982 0.10599500000000002 0.048695000000000009 0.088060000000000013 -0.08341999999999998 -0.081419999999999979 -0.08781499999999999 -0.16369999999999998 -0.49837999999999999 -0.15796999999999997 0.10066500000000002 -0.42985499999999993 -0.098879999999999982 0.10963500000000002 0.51224500000000017 -1.0000000180025095e-35 0.091500000000000012 -1.0000000180025095e-35 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 11 -7 13 18 15 16 -10 -17 -13 -20 -21 -22 -3 -19 25 26 -24 28 -28 -30
right_child=1 22 3 4 5 10 -8 9 14 -11 -12 12 -14 -15 -16 17 -18 23 19 20 21 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0033883806153340345 -0.0034358347743636557 -0.0033869631551001014 -0.0028852314948830927 0.0026045739406529108 0.002817702988573173 -0.0034093052226173755 -0.0032023187438687648 -0.0033872519489816112 0.0016457047149180904 0.0024055843715955669 0.0022731890101850326 0.0016172106048623369 -0.0034142289404940468 0.0029700937474096264 0.00075512136247939262 0.0015263920401053527 -0.0029078543409897413 0.0019350289602076119 -0.0034007006522484809 0.0010969325836444768 0.0010150398198670537 -0.0034595763528353462 -0.0024300324155615933 -0.0030835663348648987 -0.0026474313575266697 0.003390690480681842 0.003422010647174185 -0.002311121542692906 9.9842205954759808e-05 0.0012994269315027591
leaf_weight=0.038234174131048682 0.064080588867000521 0.030660812559290096 0.083786573427005684 0.1201227353012656 0.042205884834402241 0.040998683711222839 0.10641618621457383 0.023860769539169269 0.077388426565448754 0.11509022943027958 0.12118453278890229 0.13176665792707354 0.039088180043108878 0.069615438871551305 0.088927908422192559 0.026330838329158723 0.05024932288506534 0.017502666613836482 0.066004606196656823 0.18214001354499487 0.060375262421074716 0.065452986294985749 0.053576182601318467 0.2810142577300212 0.043082883217721135 0.045550866836492676 0.069313305397372349 0.051916665832322795 1.0856186277196682 0.409759540005325
leaf_count=197 46 110 433 33 20 43 686 67 24 44 61 22 108 15 22 5 106 11 49 26 20 108 39 631 17 165 58 14 508 222
internal_value=0 -3.33764e-05 -0.000366492 -0.000257797 -0.000130232 -0.000334834 -0.000928716 -0.000593872 -0.00107116 0.00141083 0.000299086 -6.59053e-05 0.000157183 0.000399816 -0.00137432 -0.00179282 -0.000146972 -0.0024395 4.60149e-05 -0.000507585 0.000112476 -0.00131255 0.000315399 -0.00278932 0.000379941 0.000455959 0.00037592 0.000468913 0.000561155 0.000428549
internal_weight=0 3.66308 1.8736 1.80952 1.72574 1.60561 0.828986 0.72257 0.583619 0.138951 0.776626 0.655442 0.614443 0.575355 0.541413 0.452486 0.127638 0.324848 0.50574 0.373973 0.307968 0.125828 1.78948 0.298517 1.75882 1.71574 1.67018 1.61661 1.56469 1.49538
internal_count=3910 3713 2580 2534 2101 2068 1616 930 819 111 452 391 348 240 799 777 130 647 225 203 154 128 1133 642 1023 1006 841 802 788 730
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=52 1 0 3 2 12 4 2 43 4 43 133 12 160 133 15 4 4 45 13 47 0 15 14 150 2 2 4 2 43
split_gain=0.145541 0.154536 0.136074 0.158944 0.119619 0.115558 0.114231 0.112219 0.111987 0.10318 0.102051 0.101768 0.157715 0.0894656 0.0911639 0.0905429 0.143008 0.09257 0.0937127 0.152195 0.0916979 0.126808 0.109775 0.107542 0.109672 0.100301 0.0895251 0.0838666 0.0764167 0.0879207
threshold=-0.42985499999999993 0.094385000000000011 -0.074249999999999997 0.086245000000000016 0.086245000000000002 0.086865000000000012 0.39574000000000004 0.14808000000000002 -0.078454999999999983 0.0057500000000000008 0.070805000000000021 0.085355000000000014 0.088005000000000014 -0.26821999999999996 -0.26719999999999994 0.024640000000000006 0.22584000000000001 -0.026614999999999996 0.08572500000000001 -0.17606499999999997 0.09252500000000001 -0.055084999999999988 -0.106555 -0.46879999999999994 0.084800000000000014 0.090695000000000012 0.113945 -0.49269499999999994 1.0000000180025095e-35 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -7 11 27 -6 -10 13 -13 -3 -15 17 -17 -16 19 -19 23 22 -22 -21 -25 -26 -27 -4 -2 -30
right_child=1 7 8 4 9 6 -8 -9 10 -11 -12 12 -14 14 15 16 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.00090643292278729654 -0.0010873876465535555 -0.001132725048160924 -0.00019440539466249431 0.00097994794939221469 -0.00062976521721826476 -0.0011290084361948295 0.0011331242686955143 0.0008838400768469845 -0.00075277999354714904 0.00034322297661814114 9.0709483426630095e-05 0.0010354752266087993 -0.0010038310584295294 -0.0010946495407045372 0.00076883983676061436 -0.00085720004984605656 0.00042568027738787488 0.0011178005586438616 -0.00092935570059661044 -0.0006141631798099029 -0.00013337482918631251 0.00043888359861812755 -0.0011186381370824313 0.00074618411435424742 -0.00047145850134142975 0.00096188970943426747 -0.00022295543870255491 0.00061536924712906813 -0.0010851745583258926 -9.4780166847779717e-05
leaf_weight=0.24482979546155537 0.15274726312782216 0.082485256309156596 0.23039869489730336 0.15080371967633244 0.28129276292747818 0.47813291261627444 0.030095991678535938 0.23702561727259297 0.29324426516541258 0.27182397281285375 0.47928384355691378 0.27469996614672698 0.058312351902713999 0.085242001790904243 0.28715151947108308 0.29134323132166162 0.17727749655023217 0.18599165926571304 0.10869285441003729 0.16095313963888114 0.37847354568657465 0.25516568537568662 0.23096165311289951 0.52442575305757666 0.26788911630865186 0.18935743352631107 0.14120085921604186 0.54822170244005974 0.13167132289527217 0.83255328112500138
leaf_count=353 96 41 28 19 50 1086 6 139 259 21 81 153 58 34 44 82 15 82 16 33 42 14 60 143 31 39 25 115 106 639
internal_value=0 -2.46087e-05 -0.000184106 -0.000356219 9.08166e-05 -0.000549843 -0.000995051 0.000132605 7.43289e-05 -0.000151599 -0.000229471 8.44748e-05 0.000678381 2.57279e-05 5.4824e-05 8.54545e-05 -0.000371891 0.000163953 9.28576e-05 0.000140453 5.58428e-05 -0.000227681 -0.000506767 0.000246784 0.000370192 4.07068e-05 0.000455773 0.000375752 -0.000347271 -0.000230025
internal_weight=0 7.81692 3.88027 2.32912 0.70392 1.6252 0.508229 3.93665 1.55115 0.553117 0.772528 3.69962 0.333012 3.36661 3.28413 3.19888 0.468621 2.73026 2.44311 2.33442 2.14843 0.864601 0.609435 1.28383 1.12287 0.598447 0.330558 0.77862 1.11697 0.964225
internal_count=3910 3557 2506 2023 90 1933 1092 1051 483 71 340 912 211 701 660 626 97 529 485 469 387 116 102 271 238 95 64 143 841 745
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=123 375 1 14 42 44 3 1 2 51 484 1365 133 1429 158 1373 50 15 447 52 49 9 1374 16 33 484 49 156 51 2
split_gain=0.146438 0.145279 0.139628 0.150626 0.123177 0.132816 0.159115 0.129819 0.176238 0.121198 0.123151 0.115323 0.112226 0.105488 0.106444 0.10464 0.110539 0.109371 0.110283 0.101263 0.221707 0.10851 0.102773 0.0945464 0.0900865 0.0972256 0.0996526 0.106324 0.0873575 0.0859803
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.30601500000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.40274499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 0.11015500000000002 0.10355500000000002 0.083475000000000008 -0.23821499999999998 0.089095000000000021 0.11588000000000002 0.082865000000000008 0.091655000000000014 -0.094679999999999986 -0.25582999999999995 0.084855000000000014 -0.0043499999999999988 0.14121000000000003 0.091280000000000014 0.12900500000000004 0.11891500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 11 -1 23 -4 -11 12 13 -6 15 16 17 -15 19 21 -21 22 -19 -9 25 28 27 -27 -24 -3
right_child=1 29 9 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010640816455271703 -0.0010758764353060648 0.00027141567336731227 -0.0010704820836169853 -0.0010820432006525473 -0.00082136310051610193 -0.001004223258014659 0.0010666691310250143 0.00024550656695391951 0.00072513289321513301 -0.0010228353683811142 0.0008617858117357871 -0.001071378247050355 -0.00087752534401641527 0.00091114766382764461 -0.0010665941733288002 -0.0010757792566763698 -0.000541378205298451 -0.00051852338675648655 0.000912393753680366 -0.0010710088601404233 0.00076954513952806939 -0.0010766299607801136 -0.0010746050759987756 -0.00094950364291136453 -0.0008598929311495661 0.00031980286620685798 -0.00085574275046318069 -0.00066952704337279575 0.00066624770944471892 0.0010512808323270869
leaf_weight=0.2966278674048225 0.075847742380574346 0.67844500733190205 0.051582402549684048 0.18829973544416123 0.1746357512056419 0.1639013812819029 0.14385976493940678 0.10529822879470885 0.16434161874349229 0.043808831600472331 0.35963298787828524 0.12509293534822052 0.17421204358288367 0.18277021776884694 0.099769968786858843 0.092633141088299342 0.31716249439705269 0.26435743462207151 0.16881035533151578 0.24195763351599442 0.10600424144649878 0.087762298499001079 0.11860081809936884 0.25550623367598746 0.093049457995220908 2.7985982020763918 0.090241946323658229 0.12794136638331099 0.044702616520226002 0.20805174740962684
leaf_count=736 8 216 12 112 157 48 50 10 38 6 149 64 311 60 115 20 328 44 53 169 13 15 126 186 22 604 35 90 3 110
internal_value=0 0.000333829 -0.000107392 -0.000146444 -0.000119079 -6.29246e-05 -3.46276e-05 -0.000502838 -0.000185821 0.000461293 0.000657139 -6.44737e-05 -4.01728e-05 -1.10498e-05 1.82218e-05 4.10816e-05 6.33693e-05 0.000107719 7.2267e-05 3.65725e-05 -0.000510296 8.90624e-05 0.000117982 -0.000600748 0.00016939 0.000199507 0.000242681 0.000276552 -0.000598065 0.000454442
internal_weight=0 0.962344 7.08116 6.62614 6.43784 5.61606 5.45216 0.821774 0.525146 0.455024 0.403442 5.3083 5.18321 5.009 4.83436 4.73459 4.64196 4.3248 4.14203 3.97322 0.347962 3.62525 3.53749 0.360804 3.27313 3.18008 3.01678 2.92654 0.163303 0.886497
internal_count=3910 334 3576 3409 3297 2327 2279 970 234 167 155 2229 2165 1854 1697 1582 1562 1234 1174 1121 182 939 924 196 880 858 729 694 129 326
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=34 2 41 8 484 123 38 133 401 159 150 33 123 456 130 48 1446 151 16 132 13 0 15 457 457 474 1 42 12 52
split_gain=0.0371419 0.0410025 0.0608306 0.0658352 0.0663061 0.048167 0.0445576 0.0466827 0.0470665 0.0428927 0.0483678 0.0554101 0.0487303 0.0460654 0.04583 0.045671 0.0388799 0.0401448 0.0550001 0.0401912 0.0564829 0.061956 0.0539384 0.0614574 0.0483422 0.0490996 0.0454164 0.0417988 0.0390288 0.0380769
threshold=-0.15639499999999998 0.097940000000000013 0.079885000000000025 0.079700000000000007 -0.0043499999999999988 0.087855000000000016 1.0000000180025095e-35 0.088055000000000008 0.083100000000000021 0.093320000000000014 0.086420000000000011 -1.0000000180025095e-35 0.10233500000000002 0.078475000000000003 -0.23515499999999998 0.088875000000000023 0.091660000000000005 -0.40391999999999995 -0.54165499999999989 0.081610000000000016 -0.086544999999999997 -0.18901999999999997 -0.074174999999999977 -0.14786499999999997 -0.068264999999999978 -1.0000000180025095e-35 0.094695000000000015 0.10508000000000002 0.095295000000000019 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 -6 13 14 -13 -12 17 -3 -19 20 21 -20 24 -24 -22 -26 -27 -25 -23 -16
right_child=1 5 -4 -5 6 -7 -8 -9 -10 -11 15 12 -14 -15 29 -17 -18 18 19 -21 22 28 23 27 25 26 -28 -29 -30 -31
leaf_value=0.0031917877978223114 -0.0031246603162931098 -0.0025054223765996145 -0.0027737597258912007 0.0025090537973168768 -0.0030968033331133685 0.002486760860346817 -0.003345239052989485 -0.0022895160435232285 -0.003257316616391536 -0.002558384808480486 -0.0022340343919151186 -0.0033717743114503413 -0.0033300036137271392 -0.0030156526302786107 -0.0033209382997178034 0.00036355595462278788 -0.0033262569478246392 0.0032502574727099505 -0.0024228872714791012 0.0018236306750872427 -0.0029511051742580128 0.0024688355376085492 0.0026715844240274636 -0.0019708632606906516 -0.0033904904656110119 -0.0033189109427781346 0.0019994327441248353 0.0013334445771755734 0.00012015924446132454 0.0010465760256964953
leaf_weight=0.038095114636235272 0.093478084791969063 0.056429658143315353 0.11278300757294335 0.089610074053780298 0.046028932745685647 0.10413686081665208 0.050034920435791608 0.1073202591746848 0.04828498917777313 0.065629246735625091 0.15870942880610517 0.027617952197033779 0.033499583125376264 0.035036808285440091 0.022431631397921037 0.1403394993612892 0.034539011130618635 0.068328945839311594 0.049540713574970141 0.14780591383896546 0.037299368137610145 0.20057559343331322 0.04048775558112494 0.37998561565382394 0.02436207675600599 0.019263244025750637 0.21342658220237354 0.047377659602716449 0.12724358916966594 1.0562440348335247
leaf_count=30 462 31 98 66 20 132 31 518 218 109 109 8 9 41 63 34 55 51 19 121 12 126 9 307 7 103 98 64 46 913
internal_value=0 -0.000100743 -0.000404318 -0.000268959 -0.000401046 0.000307803 -0.000258906 -0.000170215 -3.10049e-05 6.72473e-05 0.000180621 0.000473494 0.000613375 0.000729119 0.000847717 -0.00101502 0.000150953 0.000236001 0.00035011 0.000196181 -1.4906e-05 0.00103468 -0.000534546 -0.00123449 0.000577967 0.00109005 0.00155915 -0.00160455 0.00155719 0.000955751
internal_weight=0 3.63785 2.08705 1.97427 1.88466 1.5508 1.79118 1.74114 1.63382 1.58554 1.51991 1.22086 1.17483 1.14133 1.10629 0.299049 1.44667 1.41213 1.3557 1.28737 1.13956 0.37736 0.762202 0.467851 0.294351 0.257052 0.23269 0.427363 0.327819 1.07868
internal_count=3910 3880 2699 2601 2535 1181 2073 2042 1524 1306 1197 1054 1034 1025 984 143 1049 994 963 912 791 191 600 380 220 208 201 371 172 976
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 484 3 11 47 3 42 42 160 47 15 52 474 15 146 42 43 48 50 2 128 160 16 3 3 1 43 3 42 2
split_gain=0.194938 0.129245 0.137433 0.151428 0.14654 0.157077 0.132985 0.140146 0.15567 0.119524 0.112357 0.116301 0.128034 0.107661 0.105998 0.103238 0.170513 0.0985981 0.109115 0.120344 0.145497 0.119185 0.100213 0.0902378 0.0869914 0.0816787 0.108785 0.0863262 0.1736 0.080763
threshold=0.10444500000000001 -0.0043499999999999988 -0.115685 0.081130000000000022 0.09252500000000001 -0.069909999999999986 1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 0.084155000000000021 0.10043500000000001 -0.092854999999999979 0.085435000000000025 -1.0000000180025095e-35 0.11615000000000002 -0.090359999999999982 -0.066289999999999988 0.12862000000000004 0.13848000000000002 0.11635500000000001 0.086435000000000012 -0.078454999999999983 0.0032450000000000005 -0.0045049999999999995 -0.23791999999999999 0.14000500000000002 -0.024279999999999996 -0.075954999999999981 -0.085679999999999992 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 -4 8 -8 14 11 23 15 -3 17 -13 -17 18 19 20 21 -2 -19 -7 -23 26 27 28 -11 -15
right_child=9 2 4 -5 -6 10 7 -9 -10 25 -12 12 -14 29 -16 16 -18 22 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010205715968388325 -0.00038899117291125209 0.0010265053079696067 -0.0012563425086111757 -0.00084834120535700892 -0.001147902186327021 0.00037395332360610269 -0.0011562700011563834 -0.0012801703712567543 0.0001566572172649223 0.0013231894254026758 -0.001278332515056171 -0.0012834910529690559 0.0012348785927024759 -0.00015260793320751885 -0.0010187921370104788 0.00090792952185914609 -7.9741637229078892e-05 -0.0011506316227563277 -0.0011571175045780571 0.0011947225343239586 -0.0011994697302018503 -0.00063103140458415177 0.00044791654685168202 -0.0011212203309295028 0.00088796791928254714 0.00055399883275892865 -0.00067005805447746666 0.00065920444611919458 -0.0011170371666084618 0.00073396498031725243
leaf_weight=0.30452114378931572 0.17971123523602683 0.29987955995602522 0.32918324656202447 0.1893891833606175 0.2933565615385304 0.092650778271490708 0.18342942610252033 0.20522735151826055 0.6982898746355205 0.065974734665360191 0.10788567174313346 0.086995427351212462 0.16415782491094444 0.51961901759204909 0.083023811457678565 0.35880450137483455 1.2996918046483181 0.11640266166068602 0.056736412865575292 0.43563899105356529 0.084036839863983914 0.066338989003269955 0.13772695371881127 0.21703414279909394 0.70690702283900575 0.23312901180179313 0.53914565614832088 0.25835601997096092 0.16217343049356714 0.24238653504289687
leaf_count=520 53 46 690 93 144 47 270 320 318 3 103 29 23 82 8 70 201 11 17 247 11 41 30 66 222 33 91 46 60 15
internal_value=0 -0.000217109 -0.000170839 0.000196413 -0.000284678 -0.00021703 -0.000550087 -0.000336197 -0.000116479 0.000178375 -1.43618e-05 4.7082e-05 0.000164002 0.000382747 0.000382063 6.32898e-05 0.000133934 0.000447274 0.000568836 0.000635332 0.000400333 0.000541412 -0.00028429 -0.000673898 0.000757649 -0.000123654 -0.000277684 0.000157147 -0.000411385 0.000129402
internal_weight=0 5.5925 5.28798 1.25127 4.03671 3.74335 1.41613 1.08695 0.881719 3.1253 2.32722 2.21933 1.90965 1.06189 1.86652 1.74549 1.6585 1.7835 1.52937 1.47263 1.03699 0.952957 0.25413 0.309685 0.773246 1.25878 1.02565 0.486504 0.228148 0.762006
internal_count=3910 3037 2517 236 2281 2137 1598 908 588 873 539 436 323 143 640 300 271 632 591 574 327 316 41 113 263 233 200 109 63 97
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=39 3 51 1 124 123 1365 133 39 158 1456 1373 447 1456 151 40 52 133 453 14 3 1213 475 130 1 11 52 49 151 9
split_gain=0.0375507 0.0484222 0.0468187 0.04349 0.0507238 0.0522662 0.0403105 0.0415986 0.0401686 0.0400114 0.0382786 0.0367249 0.0381901 0.03594 0.0354111 0.0345039 0.0338968 0.039084 0.0360516 0.0361879 0.0350644 0.0346064 0.0436476 0.032288 0.0426479 0.0440584 0.0385212 0.0362927 0.0886262 0.0599463
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.11353000000000001 -0.52484999999999993 0.15255000000000002 1.0000000180025095e-35 0.11253500000000001 0.092870000000000022 0.11015500000000002 1.0000000180025095e-35 0.099250000000000019 0.087065000000000017 -1.0000000180025095e-35 -0.098079999999999987 0.10751000000000001 -0.42985499999999993 -0.26719999999999994 1.0000000180025095e-35 0.077685000000000018 -0.5217799999999998 -1.0000000180025095e-35 -0.086004999999999984 -0.23515499999999998 0.11395500000000001 0.095930000000000015 0.16064500000000001 -0.088329999999999978 0.089560000000000015 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 6 -2 8 -5 -6 7 9 -4 10 11 12 13 14 -1 -10 20 -18 19 21 -15 22 -19 -23 25 27 -26 28 -25 -29
right_child=2 -3 3 4 5 -7 -8 -9 15 -11 -12 -13 -14 16 -16 -17 17 18 -20 -21 -22 23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.003702787746241529 -0.0036806782221918449 0.0027827179063218766 0.0011005152872878008 -0.0036909771404013492 0.0036823849034393276 -0.0032077938727057957 -0.0033674424719087317 -0.0034847119355489536 -0.002731477244217218 -0.0036714399267590929 -0.0029105087291098073 -0.0036811897450592457 0.0023281408408476886 0.0037005194634491972 -0.0034201025270680532 0.0013958235001989665 -0.003250636670841309 0.0036766011056017099 -0.0036780128898458845 -0.00214770021393763 -0.0036676434984315026 -0.0037163638446751509 -0.0030996510817787792 -0.0024906293049065222 0.0022926082480188362 -0.003695922801280158 -0.0009432370645761659 0.00063853703944680032 0.0022464777444845315 -0.0027737931034562129
leaf_weight=0.010776083916425705 0.030296621916932054 0.069399916024849406 0.26479768363060419 0.01652872865088284 0.15522839455297799 0.01631989840825554 0.05681567061037629 0.052418288749777164 0.085320886564659304 0.043638114612349344 0.065174463439234276 0.037255882414683472 0.08980607133162255 0.010182567872107029 0.071344717618107345 0.039863247904577293 0.047223862923606474 0.015337998047471046 0.033158405960420967 0.087171793202287406 0.058070819918614958 0.025879114735296027 0.075578450880135928 0.17181270806577886 0.24959020209644212 0.038393174967495614 0.061508858925662935 1.4710399762652495 0.076591907454712782 0.0724576738430186
leaf_count=1 20 123 156 4 207 4 68 461 54 144 246 27 93 1 259 14 185 4 17 60 232 6 403 68 84 12 20 857 30 50
internal_value=0 -0.000240822 0.000757361 0.000989962 0.00243652 0.0030269 -0.000312653 -0.000252061 0.000292331 -0.000191801 -0.000136951 -7.00799e-05 -1.96152e-05 -0.00010146 -0.00248542 -0.00141719 -2.29628e-05 4.86586e-05 0.000114164 0.000167777 -0.0025684 0.00025716 -0.00195647 0.000350021 0.000399164 0.000186075 0.00165283 0.000269251 -0.00103001 0.000478349
internal_weight=0 2.99063 0.608355 0.578059 0.188077 0.171548 2.92123 2.86441 0.389982 2.81199 2.76835 2.70318 2.66592 2.57612 0.0821208 0.125184 2.494 2.42574 2.37852 2.34536 0.0682534 2.25819 0.0909164 2.16727 2.14139 1.8303 0.311099 1.7919 0.248405 1.5435
internal_count=3910 3451 459 439 215 211 3328 3260 224 2799 2655 2409 2382 2289 260 68 2029 1796 1611 1594 233 1534 407 1127 1121 1017 104 1005 98 907
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=421 14 30 1372 4 11 3 13 49 0 16 128 3 1 0 47 40 14 158 3 151 2 47 49 4 13 43 12 9 13
split_gain=0.035453 0.0460416 0.0358572 0.0333983 0.0342403 0.0661555 0.0484479 0.0518473 0.0470747 0.0457883 0.0714811 0.0553047 0.0508152 0.0465251 0.0504663 0.0458355 0.0426768 0.0406681 0.0392724 0.0531131 0.0389779 0.0480579 0.0555188 0.045468 0.0401094 0.0530172 0.0563676 0.0733907 0.082536 0.05337
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085915000000000019 -1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.14539499999999997 0.10741000000000002 0.27772500000000006 -0.10575999999999998 -0.014754999999999999 1.0000000180025095e-35 0.24227500000000002 0.085990000000000011 -0.16128999999999996 0.096300000000000011 -0.083709999999999993 -0.46879999999999994 0.090625000000000025 -0.115685 -0.083829999999999988 0.10362500000000001 0.14097000000000001 1.0000000180025095e-35 -0.49837999999999999 -0.15078499999999997 -0.074254999999999988 -1.0000000180025095e-35 -0.016839999999999997 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 17 10 13 12 16 -8 -15 -16 -11 -6 19 -18 -21 23 -23 24 -22 -26 29 -28 -29 -27
right_child=1 -3 -4 4 8 -7 9 -9 -10 11 -12 -13 -14 14 15 -17 18 -19 -20 20 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0037546667065214458 -0.0037575825255747142 -0.0025497131725015225 0.0037400517949411423 0.0032541440502672804 -0.0011158443532572921 -0.0032957085103335489 -0.00220613826920316 -0.00014803900660429503 -0.0031989682016238313 0.0024237080938203344 0.0021998642075401849 -0.0037619528632166933 0.0037468668503015897 -0.00064493556242744166 0.0029882354592664934 -0.00019895153671658372 0.0017835539869636213 0.0017050877826436739 -0.0035850860211282128 -0.0030579935560721004 -0.002580772064042666 -0.0032216495994584738 0.0028350322075570379 -0.0035459914051005287 0.0037263657123035271 0.0015742267392003656 0.0015508537563489119 0.0038263711331849065 -0.0037484927817007445 -0.0021914121675777011
leaf_weight=0.03349306481322889 0.03393825733383149 0.1044549235539306 0.034819844384401111 0.11956079240190121 0.087668986649077851 0.092868591080332297 0.13107050163580425 0.13100452451726596 0.036970619999920018 0.061252532912479896 0.22911170824955007 0.076587111787830398 0.038223466814088058 0.36524542363986257 0.13709818819188513 0.11645934950502124 0.11633388278642298 0.38244635390401516 0.065534706543075916 0.10306341028354216 0.076347318386981056 0.15455486719383771 0.024464150970743503 0.054579949974140618 0.056906215584605957 0.2972487892006962 0.08125524435308995 0.023135961964729668 0.15168567306043135 0.063797863897889329
leaf_count=25 49 124 97 44 48 127 114 29 20 44 84 246 35 64 65 26 40 331 193 198 61 262 9 274 7 365 37 1 838 53
internal_value=0 -0.000107399 -3.1092e-05 -7.07819e-05 -3.25702e-05 -0.000196092 -8.84623e-05 0.00147536 0.000859838 -0.000250115 0.00037366 -0.00067273 -0.000499829 -0.000184308 0.000243942 0.00152436 -0.000621862 0.00117903 -0.000768878 -0.000615509 -0.000872255 -0.000643316 -0.00239396 -0.00025398 -1.453e-05 0.000276148 -4.20034e-05 -0.0013826 -0.00274603 0.000908829
internal_weight=0 3.44769 3.34323 3.30841 3.27448 2.76739 2.67452 0.250565 0.507086 2.42396 0.978985 1.44497 1.36838 0.749873 0.618803 0.253558 1.33016 0.470115 1.26891 1.20337 1.08704 0.983976 0.179019 0.804957 0.750377 0.67403 0.617124 0.256077 0.174822 0.361047
internal_count=3910 3885 3761 3664 3615 3216 3089 73 399 3016 353 2663 2417 269 155 91 2382 379 2338 2145 2105 1907 271 1636 1362 1301 1294 876 839 418
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=160 1213 475 1 14 123 133 12 1456 4 13 3 47 43 11 41 3 0 12 13 474 131 15 146 52 0 13 0 3 3
split_gain=0.0352741 0.0344107 0.0373229 0.0356845 0.0371232 0.0374284 0.047484 0.0414877 0.0387732 0.0379934 0.0542369 0.0437101 0.0652011 0.0550196 0.0759984 0.0559646 0.0504647 0.0729494 0.0634917 0.0505755 0.0429685 0.0398026 0.0358182 0.0357013 0.0356832 0.0517777 0.0458585 0.0351705 0.0322526 0.0318182
threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.12811000000000003 0.088250000000000009 1.0000000180025095e-35 -0.084614999999999982 0.11655500000000001 1.0000000180025095e-35 -0.49837999999999999 0.41346500000000003 -0.100615 0.09252500000000001 0.083940000000000015 0.088315000000000018 0.081670000000000006 -0.078669999999999976 -0.10943499999999999 0.085250000000000006 -0.084084999999999979 0.084835000000000008 0.092200000000000018 0.079360000000000014 0.11615000000000002 -0.026849999999999995 -0.22384499999999996 -0.074599999999999986 -0.18087499999999998 -0.10140999999999999 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 -3 13 16 14 22 -16 17 -13 19 -19 24 -14 -11 29 26 -26 -18 -27 -24 -5
right_child=1 3 -4 23 -6 6 -8 -9 -10 11 -12 12 21 -15 15 -17 20 18 -20 -21 -22 -23 28 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0019206841286766657 0.0029553347428274779 -0.0029026788719281067 -0.0023535861176818386 0.0027233924331878357 -0.0029549459934021405 -0.002579765686865854 0.0014220866209029297 -0.0019473140535000214 -0.0029501248718340561 0.0025557875730920733 0.0022924319226739699 0.0020925361160481345 -0.0024786525223408503 -0.00045393309952623253 0.0016691554915174325 -0.0029734605229379497 0.0014505786870686458 -0.0029486548315189251 -0.0029532039437042169 0.0013214981001457501 0.0022649912956881719 0.0003213729864106063 -0.0021201981143678349 -0.0021796468344024325 0.0023909833419182482 -0.0027883803254084502 -0.00089507515666203291 0.00044555471880223813 0.0029859466658227287 0.00065825765844744499
leaf_weight=0.085484096522577935 0.013168228324502707 0.079813809543341274 0.090127208437935091 0.084352783502254169 0.03809482497308625 0.028728478355333209 0.24610782171657763 0.1057495826471494 0.039625194570817146 0.25307055571011305 0.022309576161205769 0.054749290859038235 0.15564400710718462 0.21483548465948843 0.039986403044167673 0.051598911406472325 0.090199412474248675 0.03483467896876391 0.14344305877648367 0.077842071201303042 0.093262509067244537 0.061434240552443953 0.029472250137587253 0.030497856554575264 0.12061206671933178 0.03170579529250972 0.3647282252450168 0.36597385676940886 0.016880172037417651 0.27828792416221393
leaf_count=305 4 117 556 33 48 26 192 103 255 132 2 25 135 50 45 9 59 134 681 41 50 62 59 5 53 9 134 297 3 286
internal_value=0 -3.8691e-06 -0.0016768 5.09231e-05 -6.73136e-05 -2.69098e-05 0.00100378 -0.000142635 -6.11485e-05 -1.1428e-05 -0.00176777 7.00908e-05 -0.000185826 0.000743601 0.00140157 -0.000946481 5.06457e-05 -0.000993663 -0.00165338 1.35525e-06 0.000355051 -0.00168623 0.00211978 0.000881207 0.000172024 0.000700445 -0.000429998 0.000187723 -0.000260692 0.00113862
internal_weight=0 3.25714 0.103295 3.15384 2.7607 2.72261 0.274836 2.44777 2.34202 2.3024 0.102123 2.20027 1.59443 0.605844 0.391008 0.0915853 1.37735 0.310869 0.25612 0.112677 1.06648 0.217078 0.299423 0.393139 0.973219 0.518292 0.454928 0.39768 0.0463524 0.362641
internal_count=3910 3605 560 3045 2721 2673 218 2455 2352 2097 119 1978 1680 298 248 54 1483 881 856 175 602 197 194 324 552 359 193 306 62 319
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=1 0 39 106 2 3 147 52 1186 48 47 13 3 0 48 2 484 52 457 0 15 9 32 1 52 42 13 0 16 43
split_gain=0.244394 0.207323 0.173833 0.165946 0.154092 0.147005 0.146805 0.159302 0.144543 0.137699 0.126707 0.124063 0.113987 0.112856 0.101298 0.188841 0.131953 0.12069 0.111429 0.174427 0.1474 0.145597 0.133099 0.111903 0.0928593 0.082624 0.133194 0.101456 0.0779776 0.108506
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.091500000000000012 0.084065000000000015 0.16699000000000003 1.0000000180025095e-35 0.41469000000000006 0.084100000000000022 -0.09386499999999999 0.084695000000000006 -0.10241499999999999 -0.084129999999999996 -0.13506999999999997 0.11930500000000001 0.11542500000000001 -0.0043499999999999988 0.024145000000000003 -0.0015249999999999997 -0.10575999999999998 -0.053579999999999996 -1.0000000180025095e-35 0.078455000000000011 0.095575000000000007 -0.07125999999999999 0.091955000000000023 0.41346500000000003 -0.069414999999999991 -0.30307999999999996 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 12 6 7 8 14 -8 -4 13 -1 -6 15 16 -2 -16 -18 24 23 -22 -23 -21 -20 28 27 -27 -3 -30
right_child=2 25 3 -5 11 -7 9 -9 -10 -11 -12 -13 -14 -15 17 -17 18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00087722031773757893 -0.0010645132131727149 0.0011849669176655611 0.00090736226643830218 -0.00068150509538924186 -0.0010975728737102589 0.00072395813692028915 -0.00047042289985128796 -0.0011806610961917333 0.0011106416531136455 0.00080024539943591034 0.00012774671980861872 -0.0010151320576786637 0.00043363976242180764 0.00032013252825296751 -0.0009679905795647772 0.00081895569648202289 -0.00096971571944735435 0.00026503664862514271 -0.00017682009233648273 -0.0011874584361006477 0.0011823686710652243 -0.0011852222312992138 0.0011861463504318007 0.00025611583748043191 0.00054062078032397439 0.00071016885118455574 0.0012353218998532489 -0.0011862722912911736 0.00040776109241983717 -0.00029224041545269897
leaf_weight=0.13367293960982352 0.20935640547031864 0.086992229902534635 0.71854196040658258 0.15785109359421756 0.1200909855615464 0.33092760434374202 0.16057296490180306 0.20299246419745021 0.12767548185365729 0.43237932689953584 0.47569565431331284 0.96157866853900476 0.28578134324197924 0.21530199908011116 0.39076065394328896 0.29346502665430296 0.18452360460651362 0.15114354551769793 0.36976851109648123 0.086290017716238898 0.045783729990946931 0.4324977903161118 0.035135712474584579 0.50628931471146643 0.75021394672512698 0.046640942775411531 0.048832304775714874 0.22835293465686834 0.57362469183135523 0.6468612774842768
leaf_count=164 95 6 283 25 43 150 30 110 25 77 64 1465 68 48 63 71 39 9 31 36 7 452 3 83 57 27 1 138 110 130
internal_value=0 -0.000317183 7.72542e-05 0.000447582 -0.000601452 -2.90599e-05 -8.59686e-05 -0.000170875 -0.000113665 0.000456145 0.000596821 -0.000801107 1.5891e-05 -0.000187492 -0.000158905 -7.23772e-05 -0.00017222 -0.000624085 -9.47232e-05 -2.21902e-05 -0.000352256 -0.000811809 -0.00100705 4.59059e-05 0.000303754 -1.80815e-05 -0.000547955 -0.000864622 0.000113154 3.67582e-05
internal_weight=0 3.34773 6.06186 1.35209 1.71643 4.70978 4.37885 3.7859 3.5829 0.592952 1.19424 1.29697 0.419454 0.335393 3.45523 2.91332 2.61986 0.541904 2.4105 2.22598 1.106 0.513417 0.467634 0.592579 1.11998 1.6313 0.323826 0.274994 1.30748 1.22049
internal_count=3910 2200 1710 372 1788 1338 1188 1081 971 107 347 1556 232 91 946 874 803 72 708 669 581 462 455 119 88 412 166 165 246 240
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 0 3 13 13 0 2 133 12 106 9 150 48 149 124 42 43 4 151 47 160 14 47 46 13 42 13
split_gain=0.0330793 0.0487087 0.0471457 0.0518272 0.0427202 0.0545732 0.0417992 0.0550222 0.04911 0.0348805 0.039052 0.0432652 0.0371524 0.0366212 0.0357395 0.0405418 0.0573934 0.0368895 0.038583 0.0469146 0.0478933 0.0485918 0.0437007 0.0384599 0.0362433 0.0483758 0.0357047 0.0346468 0.0325624 0.0416861
threshold=0.094385000000000011 -0.094679999999999986 -0.065229999999999996 -0.23029999999999998 -0.074249999999999997 0.086245000000000016 -0.083514999999999992 -0.084084999999999979 -0.10575999999999998 0.14808000000000002 0.085355000000000014 0.088005000000000014 0.092305000000000012 -1.0000000180025095e-35 0.081245000000000026 0.12862000000000004 0.11108000000000001 0.51367000000000018 -0.10770999999999999 -0.074254999999999988 0.24280000000000004 -0.0095999999999999992 0.13206500000000002 -1.0000000180025095e-35 -0.46637499999999993 0.096475000000000019 0.13899500000000001 -0.5337599999999999 0.092635000000000009 0.41346500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 12 -12 13 -2 17 16 -16 18 -15 22 26 -22 23 -20 -23 -26 -21 -6 -29 -30
right_child=9 2 3 4 27 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 20 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0042689366447744839 0.0042621337566974135 -0.004226003572953981 0.0023804315061605789 0.00027228476090207699 -0.0042384838047901958 0.0010905815854944396 -0.0026747429822090488 0.0029794788253360914 -0.0042108619800337536 0.0030053114010912679 0.0037914804842303328 -0.0036706459027859356 -0.0041846277840877919 -0.003554800119924532 0.0026774023110703242 -0.0020673934082113305 -0.0025029006865187769 0.0038632544494233796 -0.0014141063081159846 -0.0026063915163128289 -0.003416178787260082 -0.0018929241638284107 -0.0033091193627684955 0.0026590936619206684 0.0037058247998142018 -0.00025587983522335053 0.0029715602805528473 0.00093451147649201486 -0.0025804769844730746 0.0042880868951412059
leaf_weight=0.05825523718522152 0.037057133948110166 0.053768784507610579 0.12484392830810964 0.10420520055413363 0.028477945503254887 0.15264791930530919 0.34430689349983368 0.063246238079500139 0.073926770804519037 0.083359179678154649 0.090819701421423704 0.016205572409489832 0.036138309398665913 0.069151097211942569 0.23780035485106044 0.05592306621838361 0.045018700649961829 0.035113603342324495 0.052340802423714194 0.26817454069441826 0.056622384880029131 0.065485431954584783 0.034084150523995049 0.18982738877639294 0.10644333326672495 0.11190041858935729 0.021974832518026233 0.54496355277478925 0.099586166378685448 0.018552266061306
leaf_count=46 37 407 40 106 5 34 1119 37 435 139 153 59 6 18 145 6 9 4 66 285 25 34 7 88 81 28 5 287 198 1
internal_value=0 -0.000489882 -0.000353018 -0.000219077 -0.000446036 -0.0011498 -0.00173372 -0.000391424 -0.00158827 0.000355176 0.000210796 0.00266158 2.64776e-05 0.000136205 2.29372e-05 0.00120562 0.00185281 -0.000373283 -0.0005257 -0.00029472 -0.000928055 0.00014227 0.00115099 0.00177874 0.000852162 0.00167546 -0.00218394 0.000305309 0.000500449 -0.00150185
internal_weight=0 1.66678 1.60853 1.55476 1.42991 0.738333 0.585685 0.241378 0.178132 1.61344 1.53008 0.107025 1.42306 1.38692 1.34986 0.338742 0.282819 1.01112 0.976004 0.906853 0.630601 0.340452 0.276252 0.242168 0.283829 0.218344 0.290149 0.69158 0.663102 0.118138
internal_count=3910 2715 2669 2262 2222 1731 1697 578 541 1195 1056 212 844 838 801 160 154 641 637 619 458 168 161 154 143 109 290 491 486 199
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=4 12 3 48 1 474 51 16 105 142 453 3 16 4 1373 47 2 160 1375 457 484 151 151 15 4 1 0 49 0 49
split_gain=0.192552 0.162914 0.126095 0.125659 0.124784 0.123492 0.135034 0.106191 0.0950338 0.102795 0.0913665 0.0908095 0.0872484 0.0786963 0.0685863 0.0809141 0.125351 0.072322 0.0779197 0.144952 0.103252 0.129297 0.117359 0.0874393 0.145454 0.0660983 0.0628792 0.0592049 0.09372 0.124842
threshold=0.28937500000000005 0.080120000000000011 -0.013944999999999997 0.11930500000000001 0.087545000000000026 -1.0000000180025095e-35 0.11024000000000002 0.0032450000000000005 0.078475000000000017 -0.073359999999999995 1.0000000180025095e-35 0.10666500000000002 0.10994000000000002 -0.00072999999999999985 0.089210000000000025 0.082465000000000024 0.114165 -0.092169999999999988 -0.43271999999999994 0.09112000000000002 -0.0043499999999999988 -0.08514999999999999 -0.06189999999999999 0.05377500000000001 -0.0058549999999999991 0.15770500000000001 -0.10462499999999998 -0.081629999999999994 0.048950000000000007 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 -2 8 -1 9 -7 -11 27 14 -6 15 16 17 -4 -19 20 -20 -22 -23 24 -24 -14 -17 28 29 -3
right_child=3 11 12 -5 13 6 -8 -9 -10 10 -12 -13 25 -15 -16 26 -18 18 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00081080351130122426 -0.0012939847804239073 -0.0007855640183692923 -0.0011343911272903482 -0.00077585441867851393 0.0010455158448337658 -0.001114140957682921 -0.00069833198301335253 0.00027916806604300054 -0.0005062224200672507 0.0010690671504112799 -0.00067303936860886951 2.7267901935742684e-05 -0.0010622439086951346 -0.00019366781411947259 -0.0011242420296083372 -0.00094349754213109117 0.00085351982038999331 -0.00069900586156326642 -0.0012391032828451322 0.0012375821298818762 0.0011595220716452573 -0.0011217540458536937 0.0012319176386272922 -0.00084020097406451485 -0.0002459357529125753 2.3853532708113387e-06 -8.6332751994185766e-05 -0.00072992437145700726 0.00098852467014666663 0.00087699628917052672
leaf_weight=0.23860032022639677 0.06491231027757749 0.3755437921063276 0.11015384236816439 0.18272976629668847 0.27821221268095542 0.038781409646617249 0.13001899264054373 0.29966506584605668 0.092927645076997578 0.56858564194408223 0.048560277093201876 0.3235716291819698 0.37329928138206003 0.10486967914039269 0.12496124990866508 0.32405668101273477 0.19631553375802457 0.26330944435903925 0.10965020212461374 0.1319130850606598 0.12536898224789272 0.15455231000669389 0.16607737742015238 0.11777919111773372 0.24494783584668223 0.11286889604525641 0.20934534180560138 2.5194676000865002 0.074211959610693157 0.081728086690419199
leaf_count=52 4 123 30 38 89 4 19 35 18 335 8 31 123 25 20 52 63 15 24 16 33 25 36 9 57 12 36 2562 8 8
internal_value=0 -0.000393268 -0.000216087 0.000149452 0.000174488 0.000328603 0.000448445 -0.000203991 0.000647553 0.000811013 0.000931989 -0.000586802 -0.000346252 0.000706286 -0.000246214 -0.000195264 -5.96737e-05 -0.00018559 -0.000106027 4.26338e-05 -0.000129005 2.1506e-05 -0.000187275 8.58428e-05 0.0003512 -0.000815079 -0.000607084 -0.000651927 -0.000282188 -0.000488415
internal_weight=0 7.06047 3.68595 1.12652 0.921347 0.943786 0.878874 0.538265 0.748855 0.655927 0.617146 3.37452 2.7646 0.383082 2.27843 2.15347 1.62007 1.42375 1.3136 1.05029 0.918376 0.808726 0.683357 0.528804 0.411025 0.486168 0.533402 3.05095 0.531484 0.457272
internal_count=3910 3484 752 426 201 388 384 87 365 347 343 2732 551 114 416 396 308 245 215 200 184 160 127 102 93 135 88 2701 139 131
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=158 1 0 2 13 4 3 133 12 132 160 106 1373 47 128 1374 4 50 130 12 14 156 4 2 0 48 0 2 13 47
split_gain=0.0318881 0.0334991 0.043802 0.0562449 0.0531781 0.053173 0.0370104 0.0359661 0.0503951 0.0408624 0.0368065 0.0374141 0.0384002 0.0371765 0.0505335 0.0527427 0.0549593 0.0581088 0.0396922 0.0557816 0.0387111 0.0388706 0.0448233 0.0516167 0.0607997 0.054267 0.0594726 0.0321079 0.0297304 0.0329206
threshold=0.11136500000000001 0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.083514999999999992 0.0021050000000000005 -0.084129999999999996 0.085355000000000014 0.084785000000000013 0.079995000000000011 -0.40446999999999994 0.092305000000000012 0.09586500000000002 0.081320000000000017 0.086435000000000012 -0.094679999999999986 -0.23071499999999998 0.11644500000000001 -1.0000000180025095e-35 0.097345000000000015 0.07802000000000002 0.11896500000000002 0.0051950000000000008 0.082715000000000025 -0.072864999999999985 0.087500000000000008 -0.14867499999999997 0.10393500000000001 -0.5337599999999999 0.085165000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 9 -9 10 -3 12 13 14 15 -12 -17 20 -15 -20 21 22 23 24 -18 -25 -27 -7 -4 -30
right_child=-2 7 28 4 -6 27 -8 8 -10 -11 11 -13 -14 18 -16 16 17 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.0019532884648994888 -0.0025615616961246045 -0.0031322737585004795 -0.0031474167874685692 -0.0031316038765892475 -0.0028664861858556457 0.00097714662622928146 0.0015226692059323896 0.0029575607666737776 -0.0023466565237325824 0.0022201831216458099 -0.0010725556360406336 -0.0031266424351060083 -0.0031412760312715272 -0.0031501974865764783 -0.0026403636553950357 -0.0021018910673045537 -0.0031301915142792772 -0.0021081007504433319 -0.00066546144170767153 0.0018434960883874868 -0.0011144506982058624 -0.0013455449710125377 0.0026233697516356859 0.0027050719475228209 0.0024248626773247504 -0.0031499105213163374 0.0017984966859855137 -0.0028562394553852824 1.0081904062055057e-05 0.0023739232986844066
leaf_weight=0.041371897154476756 0.049252265282575425 0.03551805360257243 0.026143214199692011 0.059158157091815489 0.19373624618265206 0.13032849944465852 0.10822935443775383 0.091109595183297531 0.021663395963514631 0.086326326045309432 0.13984568731393576 0.034787037351634464 0.033978994131757534 0.047520226500637364 0.045963617246343236 0.052657714593805527 0.053614620960615089 0.049042208400351228 0.44033224410395622 0.1077783685450413 0.055534789156808984 0.041428423199249664 0.32031198791628412 0.17674036727839848 0.030036884090807181 0.039645339653361589 0.059121432212123182 0.025531927960400935 0.55385249739265452 0.064244177156069782
leaf_count=155 158 80 4 439 929 115 66 179 137 104 30 6 22 14 68 117 165 31 212 44 22 10 245 61 26 9 57 26 356 23
internal_value=0 -2.68781e-05 -0.000437703 -0.00107851 -0.0016787 -0.000608483 0.000561401 0.000224812 0.00193863 0.00012035 1.75809e-05 8.23116e-05 0.000148226 0.000215577 0.000565631 0.000710388 0.000994328 0.00119184 -0.000409705 -0.00017211 0.00140027 0.001594 0.00177322 0.00101503 -0.00113553 0.001668 -0.000187812 0.000349189 0.000117675 0.000255777
internal_weight=0 3.16555 1.2026 0.558356 0.408755 0.215019 0.149601 1.96296 0.112773 1.85018 1.76386 1.72834 1.69355 1.65957 1.06394 1.01798 0.878134 0.825476 0.595631 0.548111 0.776434 0.720899 0.679471 0.359159 0.0836515 0.275507 0.0987668 0.15586 0.64424 0.618097
internal_count=3910 3752 2113 1730 1509 580 221 1639 316 1323 1219 1139 1133 1111 841 773 743 626 270 256 595 573 563 318 191 127 66 141 383 379
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=1 0 2 39 3 13 147 1186 0 106 46 16 52 457 52 151 2 1 4 52 159 133 454 4 9 42 42 3 48 12
split_gain=0.150899 0.150771 0.151589 0.130821 0.12377 0.106383 0.105871 0.110104 0.0934107 0.0928971 0.101384 0.0876095 0.0872654 0.0850909 0.0848988 0.0739916 0.095412 0.0851272 0.0747363 0.0855574 0.0727462 0.0777367 0.0720486 0.0830642 0.103137 0.0719653 0.0714877 0.0688847 0.0684169 0.0674467
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 0.005105000000000001 0.16699000000000003 -0.10241499999999999 1.0000000180025095e-35 0.084100000000000022 -0.13506999999999997 0.091500000000000012 0.092020000000000005 -0.072804999999999981 0.084240000000000023 -0.0015249999999999997 -0.077699999999999977 -0.044604999999999992 0.089910000000000004 0.11561500000000001 -0.0025899999999999994 0.081680000000000016 -0.034019999999999988 0.10681500000000001 -0.08224999999999999 0.08734500000000002 -0.016839999999999997 -0.089024999999999979 -0.0060199999999999993 -0.084129999999999996 -0.09386499999999999 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 8 7 11 -4 10 26 13 27 -2 -15 -16 17 18 19 -17 -3 25 -13 24 -24 -22 -5 -1 -8 -27
right_child=3 20 5 9 -6 -7 28 -9 -10 -11 -12 22 -14 14 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00052861118419197082 -0.00077620878589025513 -0.0011537129100690443 -0.0010833856517698938 7.0021788171947778e-05 0.0007536778432270211 -0.00097678590454645378 -0.00027721556895447856 0.0010795739927917276 0.00033811247773621198 -0.00060221346763123494 -0.00078154854671223675 0.0011789763161680932 -0.0011628675896244219 0.0010461487102946493 -0.00067656317310575643 -0.0011495956560867132 0.0005110122849506935 0.00048396058143618145 -0.0009056869946732504 0.0010854905693139837 -0.0007932440473440714 -0.00085663925929220736 0.0011823685875058281 5.5970299672541435e-05 -0.00076753664485514669 0.00037000451439803638 0.00092850030939913746 0.00076194220041420795 0.00074347308035142064 -0.00043318446303761571
leaf_weight=0.075144141948840115 0.17250712512759481 0.067246355481984099 0.091878616658505052 0.16637142504623625 0.25195838459330833 0.74883075800971699 0.12173390210955404 0.089818729844409861 0.18153486659139151 0.093710117755108513 0.06368125241715461 0.034694847650827199 0.056159797266445821 0.11046722797618702 0.18334529327694304 0.035166191966709226 0.43808404382798471 0.15198022389085963 0.23480412898061487 0.063249952538171783 0.095850400291965232 0.10861038710936544 0.03747480909805867 0.26673020728048868 0.79925443979300093 0.89530663080222417 0.55505658780748479 0.19942231429013224 0.30079910981294222 0.16310107811295893
leaf_count=85 42 70 43 33 150 1465 30 25 48 25 10 2 99 11 31 190 74 17 55 8 44 79 3 51 572 142 304 48 77 77
internal_value=0 -0.000264147 -0.000534149 8.50806e-05 -2.00344e-05 -0.000752861 -8.41582e-05 -0.000170287 -0.000139572 0.000478843 0.000607877 -0.000214698 0.000141869 -2.11506e-05 8.58687e-05 -9.98945e-06 0.000122378 -0.000228516 -0.000553474 0.000286846 1.04946e-05 7.24873e-05 -0.000451006 -0.000502256 -0.000680206 0.000159914 0.000730523 0.00040874 0.000449408 0.000246233
internal_weight=0 2.68309 1.35297 4.17089 3.29207 1.02224 3.04011 2.61758 0.273413 0.878819 0.785109 2.52776 0.330726 1.3896 1.2171 1.10663 0.923285 0.4852 0.33322 0.0984161 1.33011 1.26287 1.13815 1.10346 0.836729 1.15426 0.721428 0.274566 0.422533 1.05841
internal_count=3910 2200 1788 1710 1338 1556 1188 1081 91 372 347 1056 232 428 386 375 344 270 253 198 412 342 628 626 575 263 337 133 107 219
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=1 52 160 1374 42 42 43 52 2 133 49 123 1 1446 2 133 15 47 48 106 4 50 149 48 43 403 123 0 2 3
split_gain=0.163644 0.116439 0.111753 0.116711 0.107971 0.119948 0.147115 0.115913 0.121767 0.117887 0.114271 0.0999063 0.11672 0.0996655 0.102558 0.107515 0.100343 0.111437 0.144342 0.122265 0.110339 0.109622 0.101665 0.0807466 0.124557 0.0794886 0.0707711 0.069883 0.0701978 0.0880655
threshold=0.094385000000000011 -0.42985499999999993 -0.092169999999999988 -0.094679999999999986 -1.0000000180025095e-35 0.084100000000000022 -0.078454999999999983 -0.10201499999999998 -0.0050599999999999994 -0.088354999999999989 -0.085974999999999982 0.091310000000000016 1.0000000180025095e-35 0.091520000000000018 0.14808000000000002 -0.26719999999999994 0.035895000000000003 0.086785000000000015 0.12862000000000004 0.092305000000000012 0.22584000000000001 0.11843500000000001 0.11234000000000001 0.084500000000000006 -0.11652999999999998 0.086810000000000012 0.085535000000000014 -0.18901999999999997 0.099675000000000014 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 25 -4 11 7 23 9 -9 -6 -10 12 -5 14 15 -3 17 18 19 21 -18 22 -17 24 -7 -1 -26 -19 29 -29
right_child=1 13 3 4 5 6 -8 8 10 -11 -12 -13 -14 -15 -16 16 20 27 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0012985803690957192 -0.0012959984188367212 -0.001255768457929556 -0.0013411399936732627 -0.0013003211557362773 0.0012038594963290708 0.00020766117672284804 -0.0012214267494185555 -0.00090179095353465344 -0.00060357392556496141 -0.0013002193605572488 0.00044056071045076874 0.00068685658830286943 0.00017791408941658377 -0.0012607596683396689 0.001052744980064971 0.00084572968866970886 -0.00086406062117440894 -0.00070654960052000937 -0.00072040147470363574 -0.00091702827961330404 0.00043382127603922878 -0.00093701377899525881 -0.00061569155518822636 0.00050965110818891319 -0.0012445998028044235 0.00045300529238981188 0.0013098184041510556 -0.00076014968382293426 0.00074758554287440834 0.00020357968943872232
leaf_weight=0.25693753222731164 0.09526114186519441 0.091232303566359252 0.14285062644921742 0.33982993058816724 0.03909055725671351 0.27210504392860457 0.27757585672043095 0.14816647383850101 0.19823299194104049 0.16128745176683912 1.5241643595727501 0.076278010965324938 0.12130467053430039 0.081715184176573419 0.21405056468211103 1.304700758548279 0.29766744110747811 0.21823213269817643 0.15468086686450977 0.085070607805391663 0.17353548717801459 0.067056979227345326 0.084846427751472109 0.23479632319504162 0.23685045438105679 0.052163627366098808 0.019658617675304413 0.22592338631511666 0.21939463290618733 0.53323664622439515
leaf_count=402 144 33 46 677 6 46 623 50 32 116 205 10 142 35 136 454 135 38 12 18 15 19 6 75 262 21 2 44 33 73
internal_value=0 0.000116447 -0.000255005 -0.000194037 -0.000149135 -5.66625e-05 -0.000414898 0.00012341 0.000223582 -0.000811713 0.00032039 -0.000684603 -0.000911461 0.000152314 0.000183781 0.000129954 0.000167531 0.000257696 0.000470955 0.000590487 -0.000386074 0.000678531 0.000756495 -0.000121645 -0.00040205 -0.00100298 -0.00104883 -4.45819e-05 0.000103047 -8.32228e-05
internal_weight=0 3.8466 4.10129 3.79219 3.64934 3.11193 1.04099 2.07094 1.87056 0.200378 1.7224 0.537413 0.461135 3.75134 3.66963 3.45558 3.36435 2.89314 1.69636 1.54167 0.471203 1.4566 1.38955 0.76341 0.528614 0.309101 0.256509 1.19679 0.978555 0.75916
internal_count=3910 1195 2715 2292 2246 1417 1008 409 287 122 237 829 819 1051 1016 880 847 697 509 497 150 479 460 385 310 423 264 188 150 117
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=45 14 1429 1 159 47 42 123 0 42 43 132 158 482 159 12 457 1373 147 11 160 445 38 40 16 457 42 47 4 40
split_gain=0.0325262 0.0501064 0.0314474 0.0338603 0.052971 0.0562773 0.0466422 0.0666269 0.0403921 0.0485289 0.0630093 0.0437498 0.0393021 0.0368287 0.0327029 0.0321187 0.0320593 0.0321766 0.0343717 0.0488268 0.0373104 0.0359132 0.0363598 0.0428419 0.0547842 0.0478309 0.0354259 0.0330802 0.044016 0.0319477
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.073745000000000019 0.081905000000000019 -1.0000000180025095e-35 0.091310000000000016 -0.13870499999999999 0.085330000000000003 -0.24333999999999997 0.093105000000000007 0.086290000000000019 0.090355000000000005 0.12072500000000001 -1.0000000180025095e-35 0.53894500000000012 0.10355500000000002 1.0000000180025095e-35 0.087830000000000005 -0.217635 -1.0000000180025095e-35 0.13584500000000002 0.028705000000000001 -0.072804999999999981 -0.0015249999999999997 -0.10770999999999999 0.13469 0.074650000000000008 -0.082989999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 6 13 -6 7 -4 -8 12 -11 -12 -10 16 -2 -7 17 18 19 20 -5 -22 23 24 25 -23 -27 28 29 -26
right_child=1 -3 3 4 5 15 8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0034013430549332301 -0.0032355924117964752 -0.0026465308389934956 -0.0033946140296408928 -0.0019663465192293855 0.002728175498923774 0.0023347622963787642 -0.0034046155191644629 0.00189088988507603 0.00077700641832173642 0.00093621198954436057 -0.0033913975892972837 0.0012326034665155782 -0.0027171083130824039 -0.0033426099921008419 0.0034171968730533579 -0.0033913303627749461 -0.0031644429289320762 -0.0031086468184655792 0.0016741829837905681 -0.0021230334005052824 -0.0032088842433119764 -0.0014956199207120072 -0.0034014379497834327 0.0032184677363095637 0.0025454125369829359 -0.0028896704475276382 0.0015400862658264645 -0.0032574129880841574 0.0023712581125201835 -0.00090047153964082022
leaf_weight=0.030606567655923178 0.059336020525735278 0.086281204286933533 0.11971487757364363 0.079732272983164321 0.1746763033515889 0.017327181267319247 0.04216723442186876 0.035370444747968577 0.5330929229385194 0.094777528945998224 0.1292979134532275 0.028608087337488541 0.039590778067122301 0.03525869654094993 0.0098654502471617889 0.031789541648322484 0.03275994793511916 0.032699563686037325 0.1805433622394047 0.10417265198520897 0.030505863171128689 0.074306801543570278 0.026679576374590508 0.067176207925513043 0.033802982197812526 0.021432961738354406 0.5792379229792467 0.04293101698931423 0.067433781743602594 0.34695996105165383
leaf_count=15 178 122 742 98 261 11 21 11 318 26 756 26 26 73 2 47 14 19 122 70 14 29 8 35 45 16 424 21 34 326
internal_value=0 -0.000103551 -3.21104e-05 1.98718e-05 0.000278154 0.00182845 -0.00048007 -0.00218914 -0.000174547 -9.52564e-06 -0.00124466 -0.00255366 0.000535451 8.05361e-05 -0.00228716 -0.0013713 0.000150693 0.000215046 0.000280719 0.000110083 0.000279861 0.000418645 0.000506473 0.000591013 0.000439653 0.00106523 0.00138202 -0.000420107 -0.000148332 -0.000594556
internal_weight=0 3.15753 3.07125 3.00205 1.97943 0.223793 1.02262 0.155085 0.867534 0.825367 0.252684 0.157906 0.572684 1.75563 0.0692015 0.0491167 1.72037 1.68761 1.65492 1.47437 1.3702 1.29047 1.25996 1.23328 1.16611 0.674978 0.600671 0.491128 0.448197 0.380763
internal_count=3910 3895 3773 3593 1667 319 1926 753 1173 1152 808 782 344 1348 180 58 1275 1261 1242 1120 1050 952 938 930 895 469 440 426 405 371
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=1 47 15 1 0 0 3 2 12 4 106 39 50 48 4 43 42 160 13 52 49 15 16 13 0 2 2 160 12 43
split_gain=0.219135 0.122768 0.14508 0.134083 0.118917 0.110608 0.127565 0.150755 0.103343 0.114402 0.0949912 0.114654 0.119125 0.107057 0.0892414 0.134619 0.123851 0.0986314 0.0891069 0.0800748 0.0766895 0.132006 0.0739648 0.0746455 0.0767705 0.0782178 0.0717192 0.085079 0.104548 0.0700405
threshold=0.094385000000000011 0.086785000000000015 0.035895000000000003 0.11026000000000001 -0.10303999999999998 -0.074249999999999997 0.086245000000000016 0.086245000000000002 0.086865000000000012 0.39574000000000004 0.092305000000000012 0.084155000000000021 0.11843500000000001 0.12862000000000004 -0.49837999999999999 -0.52334499999999984 0.09901500000000002 -0.091109999999999983 0.11596500000000001 -0.27466499999999994 -0.076864999999999975 -0.095799999999999982 -0.035699999999999989 -0.5337599999999999 0.048950000000000007 0.10066500000000002 0.11462500000000002 -0.078874999999999987 0.11215000000000001 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 -5 6 8 -8 29 -10 11 12 13 19 15 -7 17 -16 22 -2 -9 -22 -19 -24 25 -25 27 -21 -29 -1
right_child=1 -3 3 4 -6 14 7 20 9 -11 -12 -13 -14 -15 16 -17 -18 18 -20 26 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0011993647665399178 -0.00086786637390127367 -0.00015317300177646975 -0.00098248980968309338 0.0011250170671529883 -0.00043082632056243167 0.00070289852399307449 0.0010947305520603236 -0.00089591227432450941 -0.0012465852691075105 0.0012515287724672833 -0.00081640203898932786 0.001157160273318045 -0.0010840514856124629 -0.00056197978954074376 -0.0012496993254003154 -0.00099104612570208284 -0.0012537594190495844 -0.00052580089312722798 0.00097635092490370935 -0.00022642500953635604 -0.00079086025784211138 0.0007343731681442679 -0.0012622310254667077 0.00043097719445971323 0.0010292653901671077 -0.0010325953739279859 0.0011317415866452776 0.00099180290075263867 -0.00020677830054719406 -0.0003025131331093358
leaf_weight=0.15592866666702321 0.055920777580467873 1.3534757637244181 0.22689577630444535 0.13964674939052202 0.16654166410444304 0.098372291075065732 0.15200148332223751 0.20998926309403032 0.47879979824392638 0.030127582838758826 0.083916655159555265 0.36696712608681981 0.081259258848149218 0.14033478160854418 0.062776364487944991 0.27619568754744239 0.089912897947215131 0.19263703109754682 0.2658675853672321 0.21043433305749182 0.15874048409750685 0.19614231406740146 0.040637722238897944 0.23688799366573265 0.23032203820184804 0.074124869042861974 0.34365456305386033 0.4504177247872585 0.14999009229359217 0.98593241502021622
leaf_count=121 88 288 126 18 53 8 19 23 1161 6 20 237 26 11 37 91 158 72 33 43 18 32 3 41 25 99 159 111 15 768
internal_value=0 0.000146639 0.0003146 -0.000258061 0.000278764 -0.000272859 -0.000442489 -4.50732e-06 -0.000632687 -0.0010987 0.000476731 0.000537052 0.000378143 0.000466106 -1.66774e-05 -0.000546168 0.000149544 0.000263911 0.000355233 0.000585302 -0.000300301 5.21302e-05 0.000142048 0.000363111 0.000485125 8.21584e-05 0.00065569 0.000453927 0.000692381 -0.000424984
internal_weight=0 3.76946 2.41598 0.533084 0.306188 3.9354 2.36766 0.716874 1.65079 0.508927 1.8829 1.79898 1.43201 1.35075 1.56773 0.374568 1.19317 1.10325 1.04048 1.21042 0.564872 0.354883 0.77461 0.581973 0.541335 0.311013 1.1545 0.810842 0.600408 1.14186
internal_count=3910 1195 907 197 71 2715 2148 92 2056 1167 710 690 453 427 567 99 468 310 273 416 73 50 240 168 165 140 328 169 126 889
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=39 3 3 0 3 48 4 38 9 50 457 49 0 128 132 49 0 52 43 3 12 3 52 16 40 43 15 49 15 124
split_gain=0.202654 0.27419 0.211466 0.18302 0.22331 0.212122 0.162093 0.151107 0.137872 0.132043 0.157711 0.130664 0.128944 0.158043 0.1497 0.160503 0.1524 0.186426 0.121639 0.196645 0.163186 0.181426 0.159959 0.239153 0.116858 0.143951 0.113068 0.127226 0.109914 0.108712
threshold=0.005105000000000001 0.30601500000000009 -0.100615 -0.10783 0.13772500000000001 0.12675000000000003 0.41171000000000008 1.0000000180025095e-35 -0.016839999999999997 0.081160000000000024 -0.0015249999999999997 -0.029304999999999998 -0.074249999999999997 0.11581500000000002 0.080815000000000012 0.0037600000000000003 -0.014809999999999999 0.10062000000000001 -0.074254999999999988 -0.078669999999999976 0.085250000000000006 -0.084129999999999996 -0.24456499999999998 -0.17157499999999998 -0.083709999999999993 -0.080894999999999981 -0.095799999999999982 -0.076864999999999975 -0.07142999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 7 24 -5 10 28 -1 13 -13 15 16 -14 -18 19 20 21 -10 -21 -24 -2 -26 -12 -28 -4 -20
right_child=6 -3 3 4 -6 -7 -8 -9 18 -11 26 12 14 -15 -16 -17 17 -19 29 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00058064085167036498 0.0010849162400933046 0.00097725620965900253 -0.0012724721640155515 0.0013196139969706166 0.00024183160402729216 -0.0010800340918663872 0.0012781383030108825 -0.00049627947251863497 -0.0012719753617685509 -0.0010975326713475984 -8.3526186721918254e-05 -0.00075063354385288981 0.00072717303477147803 0.0013176085110653709 0.0011281161153997687 0.0010535942454548799 -0.00099950182869460889 0.00035000216931679721 0.0012509550969169877 0.00098864452732260995 -0.0012768083229169691 0.00082274758035107988 0.0011962153156883186 -0.0012737183226409767 -0.00034141093210386891 0.00066464163085592359 -0.00013404903536017647 0.00084352344937658574 0.00011535837005632132 -0.0011352246200270965
leaf_weight=0.65909303221269544 0.2915588363248387 0.32753724305075671 0.20586176226788666 0.052467559231444194 0.46681132772937406 0.31797651154920448 0.2378523593652061 0.4217222253064391 0.11634647975006374 0.15822729140927538 0.87022733629419313 0.57698867087310657 0.20137347026320629 0.066257232007046696 0.21321583859389659 0.18257671693572775 0.46447011328563936 0.25511406443547457 0.031612528196999778 0.20586895482847467 0.54782462062939885 0.15528186708979774 0.093191630847286433 0.19503711514698696 0.45641867113590684 0.4587238263047777 0.30999476206488974 0.69269719332805435 0.16567724771448533 1.079617149400298
leaf_count=78 90 139 22 3 34 32 152 59 179 35 121 225 32 5 37 29 108 19 7 21 532 47 6 153 68 90 36 86 33 1432
internal_value=0 -0.000160898 -0.0002059 -0.00034369 -0.000562845 -0.000106541 0.000300113 0.00015726 -0.000714478 2.22935e-05 0.000101238 9.21196e-05 -7.21567e-05 -0.000537595 0.000155215 -3.27612e-05 -0.000248127 -0.000521062 -0.000758491 -0.000497212 -0.000878268 -7.44844e-05 0.000134763 -0.000475126 0.000385661 0.000162882 0.00025098 0.000541295 -0.000653609 -0.00106734
internal_weight=0 8.61135 8.28381 5.66472 2.94406 2.72066 1.86628 1.62842 2.47725 2.40269 2.24446 2.61909 1.96 0.643246 1.31675 1.10353 0.920958 0.719584 2.42478 1.31355 0.819453 0.271628 0.494098 0.288229 1.2067 0.915142 1.87292 1.00269 0.371539 1.11123
internal_count=3910 3451 3312 2779 2414 365 459 307 2380 333 298 533 455 230 225 188 159 127 2377 938 758 226 180 159 248 158 243 122 55 1439
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=2 133 133 52 1456 14 151 1213 132 129 38 3 12 453 160 448 133 474 158 0 0 1 1375 15 52 457 52 42 0 2
split_gain=0.0328005 0.0319051 0.0319353 0.0435977 0.0336356 0.0314719 0.0317414 0.0330474 0.0342009 0.0485961 0.0392928 0.0538175 0.0469491 0.0401663 0.0401927 0.0619418 0.0483322 0.0403709 0.039872 0.0362595 0.0358901 0.0646508 0.032556 0.0348983 0.0464128 0.0446057 0.043842 0.0454752 0.0401951 0.0399304
threshold=0.16971500000000003 0.11253500000000001 -0.26719999999999994 -0.42985499999999993 -1.0000000180025095e-35 0.08604500000000001 -0.52174999999999983 -1.0000000180025095e-35 0.079995000000000011 0.089775000000000008 1.0000000180025095e-35 0.16699000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.031394999999999992 0.084655000000000022 0.089220000000000008 -0.097024999999999986 -0.075584999999999986 1.0000000180025095e-35 -0.43271999999999994 -0.03231499999999999 0.11401500000000002 -0.0015249999999999997 -0.031409999999999993 -1.0000000180025095e-35 0.15480500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 -9 14 15 -14 -17 -18 22 -19 21 -10 -16 25 26 -24 -25 -28 -29 -27
right_child=-2 -3 3 4 5 -7 7 8 20 -11 -12 -13 13 -15 18 16 17 19 -20 -21 -22 -23 23 24 -26 29 27 28 -30 -31
leaf_value=-0.0023252166309395148 0.0026469204288795097 -0.0022965113838228431 -0.0027977454607412623 -0.0018278749969444813 -0.0028710233212524859 -0.0026505934456033005 -0.00175651809389051 0.0013637156478876371 -0.0033228152027319309 -0.0032718429134314842 -0.0017227797442085607 0.0023097756415234624 0.0033019446428809059 -0.0033293865909785965 -0.0012741791970118366 0.0022320288650378088 -0.0027815256891492888 0.0022060155849742166 -0.0024500776793276221 -0.0020297021313805562 0.0029479536124817031 0.0027134687110239252 -0.001456859535461446 -0.0017764723759136703 -0.0028628409551575778 -0.00020566973886459962 -0.0030836985893981741 0.0015133641378766627 -0.00067073155023687759 0.0018547997934678958
leaf_weight=0.066949848476725804 0.048202325364400056 0.071780901749661896 0.060437213638125598 0.10150850196305539 0.037522322039879596 0.044555449173458217 0.09178233186594642 0.32130786909693165 0.03576509414051543 0.044425286215755366 0.10846532168216061 0.14051964415921236 0.033812875612056814 0.039242990693310165 0.11671050617588319 0.035210169046422379 0.18485823666242662 0.041446810319030192 0.055919236152476404 0.047985931534185511 0.10285619997193851 0.042995946589144296 0.067636372897140973 0.095656857806719953 0.056392824554677645 0.1338714025914669 0.033173299942978463 0.3491633790763099 0.12624308670638129 0.45607615599238127
leaf_count=233 96 488 327 293 49 45 453 267 58 76 64 99 15 43 15 55 356 12 53 117 73 47 34 60 31 34 131 131 11 144
internal_value=0 -0.000110355 -5.92812e-05 -8.80647e-06 4.8426e-05 0.000115405 0.000159434 0.000200611 0.000267895 0.000166457 0.000228964 0.000319617 0.000192194 -8.7338e-06 6.23137e-05 -0.00096097 -0.00142669 -0.00189635 0.000297957 -6.66964e-05 0.00165757 -2.75852e-05 0.000405049 0.000553722 1.52343e-05 0.0010947 0.000283842 0.000671359 0.000933383 0.00138724
internal_weight=0 3.14427 3.07249 3.00554 2.9451 2.8436 2.79904 2.76152 2.66974 2.48812 2.44369 2.33523 2.19471 1.8734 1.83416 0.343314 0.309501 0.274291 1.49084 0.0894327 0.181617 0.078761 1.43492 1.31821 0.660629 0.657584 0.604237 0.50858 0.475406 0.589948
internal_count=3910 3814 3326 3093 2766 2473 2428 2379 1926 1748 1672 1608 1509 1242 1199 555 540 485 644 129 178 105 591 576 364 212 333 273 142 178
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=4 11 12 453 50 47 403 480 1456 1453 10 457 15 3 156 48 3 52 151 2 403 14 9 15 1 12 43 4 16 52
split_gain=0.0317961 0.056172 0.0378192 0.0435795 0.0364669 0.0460177 0.0349307 0.0354939 0.0332656 0.0351712 0.0297563 0.0292751 0.0297566 0.0403516 0.0342982 0.033548 0.0510574 0.0512295 0.0398476 0.0459065 0.0389709 0.0341849 0.0335096 0.0357275 0.0861172 0.0391122 0.0420539 0.0569471 0.0457831 0.0755074
threshold=0.27020000000000005 0.080455000000000013 -0.071274999999999991 1.0000000180025095e-35 0.11901000000000002 0.10976000000000001 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 -0.09343499999999999 0.043560000000000008 0.53894500000000012 -0.23033499999999998 0.31335500000000011 0.10691500000000002 0.016865000000000002 -0.0026499999999999996 -0.087094999999999992 -0.089539999999999995 0.092340000000000019 0.090530000000000013 0.077685000000000018 0.084755000000000011 -0.0063699999999999989 0.095575000000000007 0.099170000000000022 -0.17307499999999998 -0.49837999999999999 -0.035699999999999989 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 10 -1 8 9 -8 -4 12 -10 14 15 20 18 -18 19 -17 21 22 23 24 -14 26 -25 -28 29 -29
right_child=2 -3 3 -5 -6 -7 7 -9 11 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.0038896050821470448 0.0035841148641205982 -0.003179145617167198 0.0023481571999778017 -0.0039012751149674475 -0.0029286720320400024 -0.0020724374864910973 0.0021070286278931051 -0.0038931566682647851 -0.0025988113967259831 -0.0036309902194701766 -0.00045093881388772963 -0.0037642496915451067 -0.0038191499150678492 0.0038945804694428959 -0.0038975851909130868 -0.0035533722497278443 -0.0027513784351861238 0.00062900450266833497 0.0026727238394582097 0.0026904604047483459 -0.0038698010657301409 -0.0038983941935590918 -0.0038907670864995816 0.0034737792042732469 0.00023297771424611629 -0.0010921165007330743 -0.0035339996538077817 0.0011724879714009604 0.0021086645121908857 -0.0031171219100789328
leaf_weight=0.0369611857124722 0.064767085746098019 0.095389593492654856 0.24383355250574812 0.032869809576368425 0.037095170046086423 0.058060283365193754 0.020907362501475291 0.036374494100982591 0.059377670422693263 0.070713272408286065 0.075021806107542943 0.029748122498858609 0.10664250973514122 0.043523501946765353 0.031709435720585932 0.037647073819698562 0.085601342256268254 0.32424115881076421 0.26195511779314984 0.033719114242558135 0.04194729282744436 0.034273044519068097 0.032077077979920321 0.089251809005875704 0.30816511544253444 0.17087746538891224 0.046137202769389707 0.20922952265209738 0.27176736498766885 0.088081691429124476
leaf_count=435 184 175 210 20 14 20 31 212 43 316 24 14 404 55 95 46 34 69 271 23 235 39 42 15 103 101 45 205 173 257
internal_value=0 -0.000252595 0.00080849 0.000406214 0.000748201 0.00111007 -0.000139617 -8.2671e-05 -2.48612e-05 -0.0023216 0.00168957 6.63927e-05 0.000116456 0.000189183 0.000114978 0.00017439 0.000841681 -7.70358e-05 0.00197131 -0.000603285 -0.000180222 -6.61291e-05 3.32056e-05 0.000130767 -0.00080878 0.000575999 0.000980622 0.000618929 0.000955622 -9.83558e-05
internal_weight=0 2.56632 0.511648 0.446881 0.414011 0.376916 2.47093 2.43397 2.39759 0.0916206 0.318855 2.30597 2.27622 2.21685 2.17332 2.14161 0.743164 0.409843 0.333321 0.0713662 1.39845 1.3565 1.32223 1.29015 0.414808 0.875345 0.704468 0.615216 0.569079 0.297311
internal_count=3910 3438 472 288 268 254 3263 2828 2616 347 234 2269 2255 2212 2157 2062 443 103 340 69 1619 1384 1345 1303 507 796 695 680 635 462
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=45 14 1 0 133 157 1429 2 12 52 47 42 133 52 52 12 51 0 158 1374 480 38 2 3 11 4 48 1 453 4
split_gain=0.0302427 0.038201 0.0291952 0.0440642 0.0365175 0.0358702 0.0357992 0.0355479 0.0322536 0.0358359 0.0308428 0.0304481 0.0365674 0.0418162 0.0387961 0.0386997 0.0351383 0.0373144 0.0346978 0.0302455 0.0312824 0.0299961 0.0296101 0.0629221 0.0908166 0.0366349 0.0354466 0.0487581 0.0298941 0.0289701
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 -0.074309999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.085185000000000025 0.048695000000000009 0.077735000000000012 -0.089024999999999979 0.10599500000000002 0.11401500000000002 0.10701500000000001 0.10058500000000002 -0.031524999999999991 0.15480500000000005 0.086290000000000019 0.090240000000000015 -0.065749999999999989 0.13905500000000001 1.0000000180025095e-35 0.082730000000000012 0.081565000000000012 0.28937500000000005 -0.078084999999999974 0.094695000000000015 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 10 -7 -2 -6 -10 -4 -5 13 14 15 16 -13 18 -18 20 -8 -14 26 24 -24 -26 -22 -28 29 -25
right_child=1 -3 5 11 8 6 19 -9 9 -11 -12 12 21 -15 -16 -17 17 -19 -20 -21 22 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=0.0032047838101251463 0.0031120025347162344 -0.0023284403084346465 0.0018894342006133956 -0.0024126553458288665 -0.0031928371821891379 -0.0032240533128255868 -0.0031987487454754409 -0.0031973811177398478 0.0014403237752127469 -0.0032056923492103438 -0.0019538292593479088 -0.0031973446222512921 -0.0032108274544545476 -0.0032030192576635334 0.0029853097126408871 -0.0032072279063432825 0.0015873758498541656 -0.00089803378137106292 -0.0022007186627596227 -0.0022194552260886131 0.0026569145714117619 0.0032164752448370936 0.002747283807062613 -0.00064165374990340343 -0.0031983210539332551 0.00090946865433162293 -0.0027456387991576544 -0.00010788444974783763 -0.0024978662618045521 0.00083694515527198902
leaf_weight=0.028563379615662021 0.0097821304661928066 0.075634609740518388 0.18391676704413829 0.051606955931448373 0.032010400608214695 0.033432538883971463 0.027253187409769342 0.12607685596049123 0.081123419130790353 0.021310577588565138 0.023996933428861666 0.02450924581307945 0.050055727758717694 0.031340096163148701 0.060782708125771023 0.030278105787147069 0.29477576987119192 0.10754100528356503 0.026817290348844836 0.054864102155988692 0.039417445885191693 0.0086583849042654037 0.24075311054366466 0.23678035723605717 0.041789774504650268 0.046773982176091522 0.082300435723937193 0.5300438315834981 0.045204510010080412 0.31247920097484894
leaf_count=15 2 122 185 210 194 72 32 554 134 106 56 77 224 93 22 68 246 24 28 38 26 1 221 121 55 31 366 409 33 145
internal_value=0 -9.19297e-05 -3.26941e-05 -0.000486901 -0.0015773 0.000196123 4.24736e-05 -0.00274309 -0.000399237 0.000473757 0.00144585 -5.74832e-05 0.000133996 0.000378315 0.000584371 0.000282802 0.000515741 0.000727808 0.00127149 0.000108355 0.000188036 -0.00226301 0.00024662 0.000613762 0.00173177 -0.00102884 -0.000273753 -0.000462405 -5.58128e-06 0.000199536
internal_weight=0 2.93131 2.85567 0.956669 0.270303 1.89901 1.69109 0.135859 0.134444 0.102434 0.207914 0.686365 0.634758 0.576044 0.544704 0.483921 0.453643 0.429134 0.321593 1.65766 1.6028 0.0587141 1.57554 0.923781 0.329317 0.0885638 0.651762 0.612344 0.594464 0.54926
internal_count=3910 3895 3773 1983 990 1790 1549 556 434 240 241 993 783 558 465 443 375 298 274 1477 1439 225 1407 606 307 86 801 775 299 266
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=8 2 41 484 401 123 456 2 0 150 133 159 123 1211 0 16 12 474 12 130 457 52 51 2 31 150 1446 453 16 1374
split_gain=0.0273417 0.0292055 0.0381204 0.0402292 0.0367992 0.0322968 0.0307428 0.0286853 0.0329555 0.0390556 0.0311113 0.0327803 0.0341186 0.0343255 0.0322896 0.0477828 0.0502163 0.0392478 0.0344536 0.0329924 0.0426963 0.0418012 0.0332525 0.0326163 0.0349223 0.0313648 0.0280353 0.02886 0.0313511 0.0273045
threshold=0.091215000000000004 0.097940000000000013 0.080335000000000018 -0.0043499999999999988 0.083100000000000021 0.087855000000000016 0.084065000000000015 0.097775000000000015 -0.230625 0.090145000000000017 0.089725000000000013 0.09141500000000001 0.10233500000000002 1.0000000180025095e-35 -0.067059999999999995 -0.083564999999999987 0.085250000000000006 0.084880000000000011 0.097510000000000013 -0.23515499999999998 -0.0015249999999999997 0.084890000000000007 0.12527000000000002 0.085730000000000015 -1.0000000180025095e-35 0.084800000000000014 0.091660000000000005 0.10963500000000002 -0.54165499999999989 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 26 7 8 -5 10 11 12 13 14 15 19 17 23 -16 -10 -21 -22 -23 24 -17 -12 27 28 -3 -30
right_child=-2 5 -4 4 -6 -7 -8 -9 9 -11 25 -13 -14 -15 18 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.002785153583446815 0.0032566301952236341 0.0030256053623793377 -0.0027756936938213867 0.0023130138164790914 -0.0035220746568748696 0.0025672138628064665 -0.0033146397107668658 -0.0036858289891913776 -0.0036436294183075381 -0.0017963522638891876 -0.0031530838126506604 -0.002211621346687705 -0.0035967399074124957 -0.0035976277420276329 0.0024142469094582211 0.00071902425543341191 -0.003596628158685819 0.0032772803359064186 -0.00055445139881014753 -0.0036033774182881008 0.0022505159855936304 -0.0033943466716144046 0.003293418013547877 0.00096467364562671408 -0.003474245788836356 0.0035163872759331272 -0.0035975250278749713 -0.0034105224961328423 0.00031035130822382818 -0.003082014426367484
leaf_weight=0.078887527479765018 0.031604118219547561 0.053481177081266318 0.083719598420429864 0.081660077477863413 0.04062458349380893 0.077321679420492617 0.036370020317917695 0.026279222523044043 0.017546546598168788 0.14468719443266298 0.059356984821306358 0.061230276734477229 0.025598962332878727 0.024451645863109661 0.21755740543449142 0.040111569709551986 0.064077311759319855 0.039014751251670532 0.06559891693177633 0.02063846836972516 0.27729640941561173 0.03272765703695768 0.013555350131355226 0.088533155045297462 0.070806093593546393 0.010734887589933351 0.024924630791701818 0.027033483136619796 0.98701470732339658 0.031567806075145199
leaf_count=468 46 54 97 31 241 132 85 6 6 142 393 121 10 119 113 8 311 11 23 13 132 208 2 40 97 5 55 15 898 28
internal_value=0 -0.000101751 -0.000416183 -0.000287691 -0.000152604 0.000322537 -5.60594e-05 2.97298e-05 0.000101781 -4.00068e-05 0.000185111 0.000338485 0.000495018 0.000602789 0.000711191 0.000278429 -0.000774604 -1.63072e-05 0.00172649 0.00115908 0.0014039 0.00172327 -0.00143564 -0.000660569 -0.00195782 -0.00213162 0.000168125 0.00025352 0.000345914 0.000205215
internal_weight=0 2.82241 1.62106 1.53735 1.45846 1.20134 1.41783 1.38146 1.35518 1.27352 1.12884 1.05874 0.997514 0.971915 0.947464 0.664307 0.302543 0.238466 0.283156 0.361764 0.344218 0.323579 0.046283 0.199451 0.110918 0.0700919 1.12402 1.0991 1.07206 1.01858
internal_count=3910 3864 2682 2585 2117 1182 1876 1791 1785 1754 1612 1214 1093 1083 964 828 467 156 136 361 355 342 210 145 105 398 1050 995 980 926
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=421 482 457 457 124 1213 475 11 156 403 49 130 43 160 0 1 44 3 16 43 14 483 133 34 16 52 48 0 52 49
split_gain=0.0272053 0.0270788 0.0285644 0.0519641 0.0411653 0.0363492 0.0347522 0.0278462 0.0276285 0.0282178 0.0265188 0.0292063 0.0310563 0.0413302 0.0394367 0.0391656 0.0462822 0.0406129 0.0387048 0.0414096 0.0354427 0.0348497 0.0339226 0.0353465 0.03754 0.0590668 0.0585986 0.0695969 0.0430446 0.0427456
threshold=-1.0000000180025095e-35 0.10022500000000002 -0.14941999999999997 -0.0034949999999999994 -0.084964999999999985 -1.0000000180025095e-35 -0.086004999999999984 0.10600000000000001 -1.0000000180025095e-35 -0.084084999999999979 -0.24910499999999997 -0.24153999999999998 -0.044024999999999988 -0.088649999999999993 1.0000000180025095e-35 0.14000500000000002 1.0000000180025095e-35 0.31335500000000011 0.15737500000000001 0.15364000000000003 0.077685000000000018 -1.0000000180025095e-35 -0.090054999999999982 -1.0000000180025095e-35 -0.0090499999999999973 -0.072349999999999984 0.12862000000000004 0.12500000000000003 -0.077699999999999977 -0.073619999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 -7 -10 -11 -12 13 14 -13 16 17 18 20 -20 22 -15 -14 -24 26 -26 27 28 -25 -30
right_child=1 -3 3 5 -6 7 -8 -9 9 10 11 12 15 21 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0033990030844073572 0.0021354257205823289 -0.003345067818158496 0.0033935447245751521 0.0033927314944526693 -0.0029232577190600106 -0.0033874154268784557 -0.0031291774298466456 -0.0030343230901607918 -0.0026343277741808376 -0.0019941925468059344 -0.0033140336909579368 -0.0027080672786149321 -0.0021049905378294521 -0.0033873460831283166 0.0026162251222136422 0.0022850447404041754 -0.0030605991824218508 0.0033898974564198132 -0.0026884515893552874 0.0011205198659239458 -0.0031443725876940205 0.0012116426890448932 -0.0019571847851827234 0.0031454495853822594 -0.00074333133437379782 0.0031274529294480925 -0.0033391367851703735 -0.0025058739703776264 -0.0017698291040148429 0.00092766267966263216
leaf_weight=0.025813695883698862 0.066418806852199253 0.028964404492853535 0.013220549080870114 0.010813568718731403 0.11075720175586123 0.025577162895391026 0.069273596559016659 0.032675250495230901 0.041006763554609083 0.061563321401994719 0.025929428456042625 0.064592724101203203 0.066496191971059382 0.019380619967250823 0.021138472987331625 0.080899352911728672 0.059334388428396667 0.039131960056692949 0.11900992666232912 0.045042999534871342 0.03678926681732253 0.70654971580734516 0.068266588925330329 0.081825759595179237 0.067441824434354203 0.13643485378994658 0.049798731073678937 0.079429427132708952 0.079939865332566473 0.42376267262761358
leaf_count=25 47 128 7 4 237 171 583 28 445 38 24 244 249 117 17 87 40 52 168 26 55 678 36 20 27 61 15 12 18 251
internal_value=0 -9.09129e-05 -5.60361e-05 -0.000111252 -0.00224966 -5.7174e-06 -0.00224857 6.81406e-05 0.000110391 0.00014808 0.000196991 0.000256385 0.000297618 0.000826476 -0.00139527 -1.80401e-06 -0.00013857 -4.52005e-06 -0.000110425 -0.00164265 0.000120146 0.00108886 0.000234158 0.000391767 0.000566325 0.00184701 0.000201023 0.000466146 0.000869314 0.000499559
internal_weight=0 2.73147 2.7025 2.63608 0.123978 2.5121 0.0800872 2.43202 2.39934 2.37376 2.33276 2.27119 2.24527 0.811662 0.0857312 1.4336 1.3527 1.29337 1.25424 0.164053 1.09019 0.72593 1.0534 0.9869 0.918633 0.203877 0.714756 0.664958 0.585528 0.503703
internal_count=3910 3885 3757 3710 244 3466 587 2879 2851 2680 2235 2197 2173 1056 261 1117 1030 990 938 194 744 795 689 440 404 88 316 301 289 269
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=1 52 0 47 4 50 48 2 44 48 12 50 1374 158 1 474 12 16 16 52 52 1 3 3 0 4 1365 43 48 15
split_gain=0.136656 0.0980936 0.0928801 0.104648 0.0951177 0.10574 0.0921706 0.113209 0.131865 0.0934074 0.0880253 0.0871544 0.0907074 0.0994285 0.0844635 0.0785424 0.0771466 0.0947163 0.131831 0.085034 0.0862016 0.120394 0.0754899 0.096135 0.0832888 0.0740767 0.0675378 0.0634152 0.063959 0.0665272
threshold=0.094385000000000011 -0.42985499999999993 -0.017269999999999997 0.13206500000000002 -0.16401499999999997 0.11515000000000002 0.12862000000000004 0.090695000000000012 0.084245000000000014 -0.086624999999999994 -1.0000000180025095e-35 0.086465000000000014 -0.094679999999999986 0.084965000000000027 0.13026000000000001 -1.0000000180025095e-35 0.10058500000000002 -0.083564999999999987 -0.014099999999999998 -0.087094999999999992 0.084890000000000007 0.088675000000000018 -0.115685 0.10666500000000002 -0.22851499999999997 -0.48072499999999996 0.084525000000000017 -0.075819999999999985 0.086870000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 -3 6 7 14 9 -9 -7 12 -1 16 -6 -11 17 19 -19 -14 -21 -22 -20 24 -24 -18 -17 28 29 -26
right_child=1 2 -4 -5 5 10 -8 8 -10 15 -12 -13 13 -15 -16 26 25 18 22 20 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0013109101822681955 -0.0012702188480205388 -0.0011661763559624517 0.00070601552903844483 -0.00059363992089822072 -0.0001388275131287252 0.0012206699568372988 -0.00051320050401966542 -0.00060005999884876456 -0.0010427682164834619 -0.00056316312011188104 -0.0012781549229238982 -0.0011179684091677654 -0.0012778172864606131 -0.0009511414836075111 0.00086115190838947377 0.0010607015792141667 0.0002724510833900015 -0.00093550411950412825 0.00048869241823331624 0.00060243529723164101 -0.0012776555015110754 0.0012831488657757309 0.001281419848629194 0.00083000688533862294 -0.0012708163662013203 -0.0012288253674943076 -0.00024842931977851301 -0.0008800038372697806 0.00042907338366119329 -2.353048468488393e-05
leaf_weight=0.11128863671183431 0.07851865003249292 0.082959352788749441 0.44011735724052359 0.32819892562110897 0.75638177230575987 0.027838915993925184 0.21078073387616303 0.075377316446977316 0.069798104290384688 0.058014167472722811 0.12230352454935189 0.1705319143620726 0.050345997515250929 0.22722724331833877 0.16562795110075967 0.82280427254590371 0.077094160311389714 0.31132031082052125 0.34822674690804112 0.69294782996075976 0.096298172764363699 0.042596239683916792 0.047274304088206431 0.12682753172703087 0.115666996003712 0.16826432325069607 0.068683386780321598 0.32716964283826488 0.18455658335005865 0.1697305126581341
leaf_count=43 144 17 175 60 234 9 32 22 13 3 81 523 14 265 57 338 7 414 77 208 302 4 7 13 198 236 10 265 92 47
internal_value=0 0.000130473 0.000164535 7.90796e-05 0.000168809 0.000215389 0.000284831 0.00036824 0.000644027 0.000758904 -0.000814831 -0.000235238 -0.000186629 -0.000144721 4.08068e-05 0.000866787 -7.82889e-05 -1.20108e-05 -0.000193115 0.000322771 0.000419644 -0.000492306 -1.79513e-05 -0.000199605 -0.000354252 -0.000757109 0.000959841 -0.000451257 -0.000152775 -0.000529035
internal_weight=0 3.3074 3.22889 2.78877 2.46057 2.37761 2.22747 2.01669 1.09468 1.02488 0.150142 3.26737 3.09684 2.98555 0.92201 0.949502 2.75832 2.51296 1.63077 0.882188 0.831842 0.138894 1.31945 0.971226 0.844398 0.245358 0.891488 0.797124 0.469954 0.285398
internal_count=3910 1195 1051 876 816 799 709 677 386 373 90 2715 2192 2149 291 351 1884 1641 1113 528 514 306 699 622 609 243 348 602 337 245
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=1 3 47 49 133 3 12 457 484 15 11 16 4 133 160 10 42 457 1 2 133 133 52 38 12 48 51 43 14 16
split_gain=0.0288109 0.030045 0.0531384 0.0405147 0.0394651 0.0422068 0.0493827 0.0380094 0.0407331 0.0368728 0.0373042 0.0359406 0.0502772 0.0311293 0.0539479 0.0340034 0.0361393 0.0345156 0.0334586 0.027098 0.0265427 0.0260367 0.0244276 0.0254538 0.039569 0.0412964 0.0575225 0.0297849 0.0344754 0.0366145
threshold=0.10386500000000001 -0.115685 0.09252500000000001 -0.10837499999999999 0.10681500000000001 0.090325000000000003 0.094045000000000004 0.091610000000000011 -1.0000000180025095e-35 -0.016339999999999997 0.077165000000000025 -0.035699999999999989 -0.14963999999999997 -0.0023199999999999996 -0.082109999999999975 -0.0088449999999999987 -0.090359999999999982 -0.0015249999999999997 1.0000000180025095e-35 0.14808000000000002 -0.26719999999999994 -0.085714999999999986 -0.42985499999999993 0.084445000000000006 -0.041094999999999993 0.12738500000000003 0.13741000000000003 -0.075819999999999985 -0.46637499999999993 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 6 7 8 -5 -1 11 12 -11 18 -15 -16 -17 -18 -10 20 -2 -20 -22 24 -24 27 -27 -26 -29 -30
right_child=19 2 -4 4 -6 -7 -8 -9 13 10 -12 -13 -14 14 15 16 17 -19 21 -21 22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.002219085091205357 -0.003151284924820886 -0.0028575979875228538 -0.0030324420529381276 -0.0033329234524634684 -0.0033005961720333761 0.0010151487624462602 -0.0033306885262238163 -0.0030345328992193942 -0.0033196994122115268 0.0011117362406083792 -0.0030258109201177822 0.0014907783738937097 -0.0033809944390653544 -0.0025640322180918544 -0.0021342225169139893 -0.0024830761488430801 -0.0022511762228288584 0.001596881337414885 0.0027728187399579394 0.0023823764357015186 -0.0033196704237069123 -0.0029691522926072115 0.0027251209984270482 -0.0015639294274308836 -0.00047235274002984783 -0.0033606708627274464 0.0010876349024888596 -0.0014700416895766768 -0.00018086221736966711 0.0020241217809549065
leaf_weight=0.099500182637711987 0.024848612698406214 0.068822184994587476 0.090087121222950262 0.039019453664422499 0.044322008592644013 0.27394531024219759 0.062316269375514821 0.050271369867914473 0.053511927961835237 0.056938605623145122 0.04166486134090519 0.13836796097712056 0.052849298505861952 0.057830716009448224 0.039200447776238434 0.02911002294968057 0.027476414106786251 0.38568264902642235 0.024649335575304576 0.069127524886425817 0.019849724798859825 0.013421080316220468 0.083336848148974241 0.067414986166113522 0.18332576526881894 0.072181604060460813 0.057446067366981879 0.050968666560947895 0.11412572140034172 0.30255160455089913
leaf_count=70 20 78 191 272 449 135 339 44 532 16 110 49 34 206 36 55 37 242 68 139 89 52 216 28 94 34 20 25 51 179
internal_value=0 -0.000328632 -0.00057756 -0.000388472 -0.000234096 -0.000105443 -0.000497756 -0.000252624 -4.38616e-05 0.000476786 -0.000121373 0.000366276 -0.00105096 0.000159564 0.000463212 0.000826823 0.00108928 0.00134097 -0.00162853 0.000375343 0.000233198 0.000748584 0.000321612 0.000399218 0.000552407 0.000320448 -0.00138935 0.000660919 0.00110518 0.00142019
internal_weight=0 1.64899 1.25967 1.16958 1.10076 1.05643 0.78249 0.720173 0.669902 0.389321 0.289821 0.248156 0.109788 0.630883 0.5393 0.48147 0.442269 0.413159 0.0915823 1.04518 0.97605 0.0380704 0.951201 0.931351 0.863936 0.780599 0.129628 0.650972 0.467646 0.416677
internal_count=3910 3015 2736 2545 2467 2018 1883 1544 1500 279 209 99 50 1228 576 370 334 279 652 895 756 120 736 647 619 403 54 349 255 230
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 15 16 52 133 3 3 12 43 124 52 52 15 4 2 38 1 2 133 150 150 2 39 106 0 12 38
split_gain=0.0264411 0.0391834 0.0331047 0.0338521 0.0338355 0.036338 0.0273561 0.0262524 0.0408053 0.0378047 0.0388709 0.0356397 0.0359349 0.0411598 0.0443917 0.0339062 0.0311209 0.0301293 0.0253503 0.0247772 0.0257878 0.0244601 0.0233289 0.0312533 0.0321401 0.0279306 0.0226877 0.0270571 0.0226532 0.0477822
threshold=0.094385000000000011 -0.094679999999999986 -0.065229999999999996 -0.23029999999999998 -0.10071499999999999 -0.50763499999999995 -0.42985499999999993 0.10681500000000001 0.10666500000000002 -0.115685 0.094045000000000004 -0.27619499999999997 -0.082024999999999987 0.084890000000000007 0.071660000000000015 -0.016339999999999997 -0.060264999999999992 0.090545000000000014 0.13905500000000001 0.096230000000000024 0.14808000000000002 -0.26719999999999994 0.085285000000000014 0.083935000000000023 0.099015000000000006 0.005105000000000001 0.091500000000000012 0.039665000000000006 -1.0000000180025095e-35 0.10386000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 9 15 11 -11 -13 14 22 -6 17 -17 -9 -8 21 -21 23 24 25 -14 27 28 29 -23
right_child=6 2 3 4 7 -7 19 18 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029828502107688525 -0.0029473542263615967 -0.0029552821401793708 0.0015407456048451779 0.001077341440319168 0.0026384033354326418 -0.0029565609155221021 0.0020958709678172019 -0.0029603299662352362 0.0015937037678935577 0.0018715768802561371 -0.0029584210585074391 0.0018119124211009292 -0.0023610504648696948 -0.0029585117483411031 0.0017252221146030805 -0.0012360596258316088 -0.001671438876052405 0.0014857320200742695 0.0029672264838838374 -0.0027811102175456983 0.0020069247917890937 0.0017009476167164262 -0.0029575936624394402 0.0019751335763640806 0.00097740120103081822 0.0016654575461851049 -0.0021306255477879284 0.0025503311945604319 -7.3314800643618945e-05 -0.0016037846960253032
leaf_weight=0.047064055733244348 0.022792301102071977 0.037927843481156631 0.093640402505115961 0.026048775176604977 0.056815154108335264 0.075628876828659153 0.063900963871219463 0.04603828017206979 0.11785284827783471 0.051823792728100226 0.05956024149145378 0.044124821818513293 0.11899090754013919 0.074820208145183642 0.061175865942459495 0.048613218034006422 0.062931224413659503 0.1287285329281076 0.0072450726293027392 0.024839945410348618 0.065760520725234417 0.17536392496367559 0.04634089216870052 0.033191980684932787 0.046672814740304602 0.017094635433750227 0.035854880663464317 0.042650221646908792 0.80857657094566182 0.048447887049405836
leaf_count=46 144 407 40 32 27 190 64 360 26 15 247 28 453 503 63 46 33 39 1 32 139 239 85 13 55 6 25 62 469 21
internal_value=0 -0.000344191 -0.000245259 -0.000160824 -0.00030262 -0.00192312 0.000250995 -0.000141402 -3.06842e-05 -0.000255672 -0.000710424 -0.000439519 -0.000710239 -0.000989659 -0.000534249 0.000592023 0.000108134 0.00073963 -0.00215435 0.000308603 0.000213548 0.000109709 -0.00106124 -0.000654301 -0.00113185 -0.00185525 0.000174349 0.000251225 0.000156244 0.000985582
internal_weight=0 1.30233 1.25527 1.21734 1.1237 0.101678 1.28819 1.02202 0.968737 0.850884 0.553796 0.494236 0.442412 0.398287 0.323467 0.297088 0.240273 0.177342 0.0532834 1.26539 1.20149 1.13573 0.262291 0.21595 0.182758 0.136086 1.11089 1.07504 1.03239 0.223812
internal_count=3910 2715 2669 2262 2222 222 1195 2000 1639 1613 1468 1221 1206 1178 675 145 118 85 361 1051 987 848 612 527 514 459 816 791 729 260
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=4 11 151 474 480 1211 1456 10 51 15 142 48 32 3 457 1213 475 128 1 0 3 156 1373 3 14 49 13 16 150 33
split_gain=0.0241487 0.0390228 0.0300464 0.0287441 0.0271308 0.0269733 0.0265214 0.0259851 0.0256173 0.0280227 0.0448774 0.0374262 0.029883 0.0355709 0.025502 0.0265928 0.0306913 0.0268585 0.0253434 0.0485238 0.0444561 0.0362164 0.0378157 0.0358253 0.0336026 0.0464853 0.0290264 0.0352296 0.0383071 0.0314465
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.09266000000000002 0.11024000000000002 -0.22917999999999997 -0.073359999999999995 -0.064549999999999982 0.075380000000000016 -0.079214999999999994 0.53894500000000012 -1.0000000180025095e-35 -0.086004999999999984 0.11637500000000002 1.0000000180025095e-35 -0.089879999999999974 -0.10315499999999998 0.090385000000000007 0.089210000000000025 0.11476000000000001 -0.13131999999999996 0.0062100000000000011 -0.094129999999999978 -0.19424999999999998 0.15297000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 -1 -3 9 10 -5 -11 13 -13 15 16 -8 18 19 23 -20 22 24 -17 -22 26 -26 -28 29 -29
right_child=2 7 3 8 -6 -7 14 -9 -10 11 -12 12 -14 -15 -16 17 -18 -19 20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.001967985022989146 -0.0028387162202449332 -0.0033239584097718446 -0.0033684140513825893 -0.0029968646995074378 -0.0033217026766001216 -0.0033222742110353902 0.0033255471395123009 0.0025569619164094132 -0.0011683411883403542 0.0033249154867303105 0.0031431153721812456 0.002482351720390681 -0.0029641790399191187 -0.0012497478935661872 -0.0031943443509929305 -0.0033245156336962119 -0.0029971276424621261 -0.0033432882464178096 0.0026239394091739144 0.00016243238563396262 -0.0025649072482325443 -0.0020706515924606263 -0.0028296681384391686 0.00024457718693585216 0.0023786053278939336 0.0027679516996983837 -0.001819614038322942 -0.0022355305644415091 -0.0033994922014105888 0.00094023561782798928
leaf_weight=0.073955641170188158 0.025231946645362768 0.064321241555262421 0.016673392674420029 0.014584955002646893 0.028566682468635807 0.027595597189701837 0.01002531498670578 0.009486913237196859 0.048567240788543131 0.042123611570787034 0.12855887534806243 0.05563488241750747 0.033695440855808556 0.056782631370879133 0.026170279888901748 0.086827302249048555 0.053695888818084625 0.023514929381690197 0.10255391224563937 0.56328952782905461 0.034576747566461563 0.064692700213072385 0.036037862411831156 0.048085111076943576 0.077544335248603602 0.11121207669748401 0.080663508852012455 0.036874957695545163 0.026069455896504223 0.49317448884130477
leaf_count=348 20 168 4 4 246 214 4 7 20 66 267 32 6 53 14 255 446 46 67 828 17 120 27 8 63 78 25 36 2 419
internal_value=0 -0.000199259 0.000671213 0.000894506 -0.000112064 -6.56761e-05 -1.95655e-05 -0.00256806 0.00108158 0.00141133 0.00251751 0.000570131 -0.000224059 0.00059725 5.72856e-05 0.000103312 -0.00200238 0.000178477 0.000225487 -0.000265542 0.000547885 0.000326301 0.000499336 -0.00205243 0.000638817 0.000773002 0.000462412 0.000229067 0.000526222 0.000719301
internal_weight=0 2.07893 0.421853 0.396621 2.00513 1.97656 1.94896 0.0738082 0.379948 0.33138 0.143144 0.188237 0.146113 0.112418 1.87501 1.84884 0.0637212 1.78512 1.7616 0.698202 1.0634 0.960846 0.896153 0.134912 0.860116 0.825539 0.714327 0.636782 0.556119 0.530049
internal_count=3910 3438 472 452 3263 3017 2803 175 448 428 271 157 91 85 2455 2441 450 1991 1945 1091 854 787 667 263 640 623 545 482 457 455
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=160 158 1 47 44 403 14 123 42 159 1 47 146 15 151 1373 48 160 34 1 1 158 474 2 1 13 42 15 16 49
split_gain=0.0241265 0.0233338 0.0246617 0.0301571 0.0294577 0.0286938 0.0267486 0.0302345 0.0290111 0.0486045 0.035182 0.02501 0.0302172 0.0248585 0.038287 0.025353 0.0314631 0.0275011 0.0318649 0.028968 0.0453708 0.0482436 0.0366425 0.0364637 0.0332342 0.0301903 0.0332636 0.0386492 0.0458082 0.0280347
threshold=-0.40446999999999994 0.11136500000000001 0.11561500000000001 0.11669500000000001 0.081710000000000019 0.090530000000000013 0.088250000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.079875000000000015 1.0000000180025095e-35 0.13283000000000003 0.11615000000000002 0.10043500000000001 0.16127000000000002 0.09586500000000002 -0.079684999999999992 -0.098319999999999991 -0.084564999999999987 0.094695000000000015 0.09112000000000002 0.085110000000000005 0.087115000000000012 0.11230000000000001 0.11235500000000002 -0.5337599999999999 0.085545000000000024 0.091435000000000002 0.22945500000000005 -0.065249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -11 12 -4 15 -15 16 -10 -18 -19 20 21 22 25 29 -25 -20 -27 28 -28 -21
right_child=1 -3 11 -5 -6 -7 -8 -9 13 10 -12 -13 -14 14 -16 -17 17 18 19 23 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0023359522458724748 -0.0030599360258022441 -0.0028638905407450143 0.0015272442006214969 -0.0031251088017593357 -0.0035113059093785566 -0.0032725162098163805 -0.0035988936218642707 0.0016152290571900482 0.0027920795458073345 -0.0035925729529319018 0.0033629025625766212 -0.00063667691538590138 -0.0027062591507754294 -0.003600839469967847 0.0024871331008748531 -0.0036050671949327258 -0.0028071263499639832 -0.0031097904812112621 -0.003610952530040552 -0.00074547099215439979 -0.0027134941508163979 -0.0036074721426027473 -0.0035967361298716058 -0.001542487052460571 0.002397583316647385 0.0011983311773255615 -0.0032786487425134551 0.003116741327687661 0.0012221303634237124 0.0026682830835880402
leaf_weight=0.058291494660125287 0.09524915471843165 0.036052473135896324 0.3338755525792293 0.042674726090808579 0.031524076857749495 0.034071846700271524 0.025451370363043568 0.15616413947464014 0.061555697855510627 0.013017100304296036 0.0335173523890262 0.1210931696332409 0.023250543919857591 0.050482904797263362 0.018091020538122393 0.021951340517261886 0.038950497540327089 0.035171572279069196 0.020987106167012382 0.037223954364890233 0.072890293419732188 0.039545500437725423 0.027510692291571104 0.087848915038193809 0.040245027463242877 0.51466173761968914 0.07693303688654396 0.027726823330340267 0.046945461516543219 0.18594445781263857
leaf_count=305 638 142 460 73 27 269 44 156 66 74 31 46 5 145 7 25 102 21 5 21 74 54 130 41 29 338 298 54 69 161
internal_value=0 2.5329e-06 4.71815e-05 -0.00014196 -7.09849e-05 -9.43868e-06 5.48986e-05 0.000109517 -4.25333e-05 -0.00159049 0.00141724 0.000773474 0.00125162 0.000113714 -0.00199472 0.000221928 0.000285854 0.00016269 0.000258004 0.000358517 -8.32834e-06 0.000253076 0.000466667 0.00122241 -0.000304581 0.000629325 0.000762892 -0.000715315 -0.00157302 0.00209888
internal_weight=0 2.35061 2.31456 1.83634 1.79366 1.76214 1.72807 1.70261 1.54645 0.141784 0.0465345 0.478219 0.357126 1.40467 0.0685739 1.33609 1.31414 1.25259 1.21363 1.17846 0.827201 0.75431 0.714765 0.351262 0.128094 0.687254 0.666267 0.151605 0.123878 0.223168
internal_count=3910 3605 3463 2952 2879 2852 2583 2539 2383 743 105 511 465 1640 152 1488 1463 1397 1295 1274 1022 948 894 252 70 764 759 421 367 182
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=156 15 481 30 2 159 401 456 41 8 484 133 13 150 3 33 150 48 128 130 375 132 160 4 49 0 1 13 132 2
split_gain=0.0223914 0.0243252 0.0239622 0.0220846 0.0242137 0.0296933 0.0273173 0.0275667 0.0291528 0.0341653 0.0312608 0.0307845 0.0333284 0.0355513 0.0340316 0.0279442 0.0265301 0.0313881 0.0260431 0.0268926 0.0255821 0.024774 0.0250094 0.0240482 0.0238487 0.0326024 0.0230607 0.022669 0.0471904 0.0292159
threshold=-1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 0.085915000000000019 0.097940000000000013 0.10276500000000001 0.083100000000000021 0.084065000000000015 0.080335000000000018 1.0000000180025095e-35 -0.0043499999999999988 0.088685000000000014 -0.37340499999999993 0.090480000000000019 0.090325000000000003 -1.0000000180025095e-35 0.082085000000000019 0.12862000000000004 0.11695000000000001 -0.23515499999999998 1.0000000180025095e-35 0.083140000000000006 -0.217635 -0.59419999999999995 -0.006494999999999999 -0.024394999999999997 0.088675000000000018 0.095355000000000009 0.096300000000000011 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 12 -12 15 -15 -14 24 26 19 -17 21 22 23 -21 25 -6 -18 29 -29 -26
right_child=1 2 -4 -5 16 -7 -8 -9 -10 -11 11 -13 13 14 -16 18 17 -19 -20 20 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0039682743344001464 0.0035341969248926758 -0.0039781714014111248 -0.0039782289714691008 0.003967571365029815 -0.0028996713575141931 -0.0035782055136983899 -0.003937440697733649 -0.0038824305202325104 -0.0026731125122725443 0.0031752573290627526 -0.003986257909462043 -0.0028171284790225338 -0.0030080200397030908 -0.0026357236816371928 0.0011890939377957762 -0.0040022215015134612 -0.0016472994429308891 -0.0011345817974801663 -0.0040014577545536617 0.0039959239145537437 -0.0039885711797082567 -0.0024981595345823617 0.0015052097713597664 -0.0039708038352830816 0.002397588978522163 0.0022107325110394685 0.003054988639284331 -0.0022893959999745754 0.0039860392746599539 0.00018690011395640889
leaf_weight=0.022791844558469498 0.029878813442337893 0.031860093836145853 0.024344386024495068 0.021576619952611398 0.081201440216318588 0.045110602588692816 0.031670596461253697 0.031238274114002595 0.065746422591473563 0.052181322513206285 0.029280320741236987 0.057136738432745915 0.031161789636827919 0.10978844599048898 0.054812801681691781 0.016892502641896345 0.018534936875767016 0.048308718367479742 0.017159977431219886 0.0078389858826994896 0.015427986976646935 0.02771199955168413 0.62426848152903702 0.024774145246739265 0.12494219801192219 0.02586974122459651 0.14168283011349558 0.10315543695742235 0.02303866565489443 0.37878947472358959
leaf_count=197 133 246 92 55 62 177 241 143 75 57 6 402 21 77 19 8 17 14 34 1 12 65 734 105 121 19 159 120 7 491
internal_value=0 -1.9443e-05 -6.63105e-05 -2.38176e-05 -6.2618e-05 -0.000419322 -0.00030337 -0.000207241 -0.000108782 4.44451e-05 -0.000111425 9.79921e-06 0.000178206 0.000309343 -0.00136205 0.000668857 0.000418028 0.00166644 0.000824942 0.000940466 0.00105974 0.00117351 0.00132841 -0.0020559 6.48019e-05 -0.00166493 0.002511 0.000358812 -0.00114372 0.000735224
internal_weight=0 2.29538 2.26551 2.24116 2.21958 1.27406 1.22895 1.19728 1.16604 1.1003 1.04811 1.01625 0.959117 0.929837 0.164601 0.765236 0.945523 0.208526 0.734074 0.716914 0.700022 0.684594 0.656882 0.0326131 0.736997 0.107071 0.160218 0.629926 0.126194 0.503732
internal_count=3910 3713 3580 3488 3433 2423 2246 2005 1862 1787 1730 1484 1082 1076 96 980 1010 190 959 925 917 905 840 106 820 81 176 739 127 612
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1 0 12 3 2 40 147 1186 48 13 0 40 16 131 52 12 16 1365 9 42 12 13 124 105 457 457 3 52 16 47
split_gain=0.120811 0.126767 0.0908623 0.0906512 0.0828291 0.0820042 0.0751833 0.0722491 0.0714058 0.0705105 0.0712241 0.0652697 0.0779915 0.0847924 0.0683455 0.0603486 0.0546882 0.0517198 0.0533691 0.0504139 0.072423 0.0723419 0.0714358 0.0496378 0.0482878 0.075417 0.0449103 0.0571678 0.0883319 0.0654062
threshold=0.085835000000000009 -0.070894999999999986 -0.071274999999999991 0.16699000000000003 0.084065000000000015 0.34489500000000001 1.0000000180025095e-35 0.084100000000000022 -0.09386499999999999 -0.10241499999999999 -0.13506999999999997 0.057150000000000006 0.062650000000000025 0.097135000000000013 0.41469000000000006 0.084100000000000022 -0.15595499999999998 0.084090000000000012 0.037245000000000007 -0.089024999999999979 0.098845000000000016 0.11596500000000001 0.15597500000000003 0.094650000000000012 0.084715000000000013 0.085230000000000014 -0.10315499999999998 0.0033900000000000002 -0.19424999999999998 0.10813000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 15 23 7 11 -8 10 -6 12 14 -14 17 16 -1 18 26 -3 21 -21 -22 -2 -11 -26 -4 29 -29 -28
right_child=2 19 3 -5 9 -7 8 -9 -10 24 -12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0013950020153914342 0.00087719779203895224 -0.0010086984199729793 0.0005543792552902241 0.00098413809933833082 -0.0013089414313713376 -0.001382063991397373 -0.00049276993378481965 0.0012821300721382965 0.00086204389010299701 -0.0013765397482166822 0.00035693629915288831 0.0010007292388345443 -0.0012205222471840299 0.00023252246453376828 -0.0013773368687397211 -0.0013761673859253448 0.00064499340489711384 -0.001379184286008758 -0.00083041837318721071 -5.0985104931154729e-06 -0.0010380855959149522 0.00087713659358238359 0.0014111519861209922 -0.00071708053519434288 0.0010126178629063806 -0.0013761923014521023 -9.1939525754760652e-05 -0.00075144794087921105 0.0010840171127936558 -0.0013839317062634899
leaf_weight=0.028914848357089795 0.49413595306396052 0.080585496234562015 0.29475334545350196 0.17233255970495509 0.074498256919468986 0.03600821946747601 0.098594239319936605 0.064959913383063284 0.28603304327407375 0.41172701444975279 0.13793145868476098 0.08360975093091827 0.26515569968614716 0.10593226864511962 0.076377570370823267 0.046926550174248405 0.17269397300060507 0.053110404456674476 0.13335927772277489 0.4993892638631221 0.14986115980718751 0.26982587977545336 0.026397934183478355 0.039770071743987501 0.044754551243386231 0.056174332316004438 0.77103062237620223 0.069963884161552414 0.16827234991251316 0.081673173583112657
leaf_count=13 344 54 101 100 43 8 30 21 93 1374 48 15 247 44 93 116 103 21 57 178 154 25 1 11 8 83 407 21 69 28
internal_value=0 -0.000303064 0.000124687 2.04322e-05 -0.000657911 0.000623201 -4.46244e-05 -0.000143855 0.000514755 -0.000892346 -0.00022728 -0.000187898 -0.000237105 -0.00080573 -0.000109107 2.60382e-05 0.000352416 -4.74953e-05 -9.35615e-07 3.36475e-05 0.00012249 0.000304373 -0.000671269 0.000758442 -0.00116793 -0.00031693 7.88939e-05 -4.95741e-05 0.000544988 -0.000215688
internal_weight=0 1.99968 3.29507 2.72516 0.973621 0.569914 2.55283 2.1682 0.384627 0.725086 0.21243 2.10324 2.01963 0.371088 1.64854 0.248535 0.201609 1.57216 1.51905 1.02606 0.945474 0.769215 0.176259 0.533906 0.512656 0.100929 1.38569 1.09094 0.238236 0.852704
internal_count=3910 2200 1710 1347 1788 363 1247 1124 123 1556 91 1103 1088 291 797 232 116 704 683 412 358 203 155 355 1465 91 626 525 90 435
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=421 482 30 2 484 1446 401 123 151 16 1374 149 39 47 1 41 52 42 43 16 160 15 4 12 16 133 16 457 4 2
split_gain=0.021558 0.0224012 0.0221152 0.0224784 0.0281492 0.0256758 0.0246342 0.0244324 0.0295979 0.0322314 0.0235998 0.0230027 0.0258071 0.0427857 0.0534506 0.0286806 0.0329454 0.0338977 0.0349905 0.0405942 0.0341332 0.034342 0.0424505 0.0359537 0.0325229 0.0364713 0.0262269 0.0447994 0.0265877 0.0235395
threshold=-1.0000000180025095e-35 0.10022500000000002 0.085915000000000019 0.097940000000000013 -0.079734999999999986 0.091660000000000005 0.083100000000000021 1.0000000180025095e-35 -0.40391999999999995 -0.54165499999999989 0.090240000000000015 0.11108000000000001 0.16168500000000002 0.13206500000000002 0.13026000000000001 0.080335000000000018 -0.092854999999999979 -0.10770999999999999 -0.083899999999999988 0.070590000000000014 -0.092169999999999988 0.083185000000000023 -0.0025899999999999994 0.090840000000000018 0.67964000000000013 -0.0010099999999999998 -0.094359999999999986 0.084365000000000009 0.05309500000000001 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 11 8 -5 -10 -11 12 13 14 15 16 24 -18 29 20 -20 22 -22 26 25 -6 -24 28 -28 -19
right_child=1 -3 -4 5 6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003465477088261463 -0.0034603244502082677 -0.0034085822190683237 0.0034536313418818735 -0.0030370162899229186 0.0028453606023008966 -0.0033753000704365875 -0.0033847251183868983 0.0018844601783068659 0.0033769028938864334 0.00027126779900477207 -0.0034402441478943078 -0.0034756630141747047 0.0034834675488260663 -0.0032354243806982622 0.0030776626159960832 -0.0026347584870230318 -0.003290215444108954 0.0024005855774413224 -0.0032471588125640928 -0.0034671144314582401 0.0018213203568591553 -0.0025574433147532798 -0.0020465607018599831 0.0024287366832966128 0.0031550252904200514 -0.0031554424215888719 -0.0030067541196546511 0.0032100194073793713 0.00093164925395319809 -3.3368089836463357e-06
leaf_weight=0.020601963287845471 0.034470593973539354 0.023841590861138573 0.021308993605089088 0.032434025888505857 0.013785371611902519 0.021918540212482185 0.030023893460111029 0.11624572231630736 0.039218950136273634 0.73108216328114384 0.020991479213989805 0.025282882657847838 0.022848426946438738 0.053445334604475536 0.060574940424885315 0.057138988246151712 0.033190322314113341 0.1286055398804824 0.034264317179577897 0.041025113083378528 0.19476232518513825 0.045476976519125856 0.11127223663379482 0.048633156991854776 0.014130372204817832 0.096582904786146617 0.044623060310865714 0.041033704008441418 0.037636549350281712 0.077909294034725463
leaf_count=25 310 128 96 29 27 57 256 169 47 808 21 10 4 26 37 74 79 143 230 44 148 547 64 57 5 229 52 12 15 161
internal_value=0 -8.0995e-05 -4.54175e-05 -7.91768e-05 -0.000385002 0.000317206 -0.000297554 0.000403309 0.000194287 0.000326734 0.000167674 -0.000219152 -0.000147987 -0.000221149 -7.20727e-05 -0.000259114 -0.000118146 0.000127844 0.000268729 -0.000153787 8.99447e-05 0.000308392 0.00058107 -0.000271879 -0.00177476 -0.00240592 -0.000831805 0.000264511 -0.0012048 0.00149369
internal_weight=0 2.25376 2.22992 2.20861 1.24672 0.961891 1.21225 0.939972 0.823727 0.791293 0.752074 1.18222 1.15694 1.13409 1.08065 1.02007 0.962931 0.838433 0.805242 0.598727 0.557702 0.523438 0.477961 0.283199 0.124499 0.110368 0.234566 0.123293 0.0822596 0.206515
internal_count=3910 3885 3757 3661 2530 1131 2220 1074 905 876 829 1964 1954 1950 1924 1887 1813 1552 1473 1169 1125 895 348 200 261 256 143 79 67 304
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=1429 4 482 133 3 52 481 1 13 1 150 9 48 1374 52 457 160 16 52 15 0 133 43 15 12 15 13 2 1 159
split_gain=0.0205043 0.025194 0.0237103 0.0239078 0.0233609 0.0214405 0.021737 0.0250948 0.0264756 0.0262325 0.0296572 0.0346427 0.0328839 0.0543415 0.0350343 0.0382304 0.0354876 0.0315672 0.0339735 0.0328466 0.0309924 0.0301777 0.0289285 0.0259531 0.0506988 0.0444977 0.0384325 0.0296831 0.0297349 0.024032
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 -0.26719999999999994 -0.5217799999999998 -0.51745999999999992 1.0000000180025095e-35 0.11368000000000002 -0.060719999999999989 0.11215000000000001 0.082085000000000019 -0.016839999999999997 0.095825000000000007 -0.094679999999999986 -0.090304999999999983 -0.0015249999999999997 -1.0000000180025095e-35 -0.014099999999999998 0.098910000000000012 0.05377500000000001 -0.10462499999999998 -1.0000000180025095e-35 0.0050750000000000005 -1.0000000180025095e-35 0.10058500000000002 -0.11219499999999999 -0.14819499999999997 0.083585000000000007 0.076710000000000014 -0.52106999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 9 -9 10 11 -7 13 -12 -15 -16 -17 18 21 20 -19 -13 -22 25 27 26 -23 28 -25 -20
right_child=1 -3 -4 5 -6 6 -8 8 -10 -11 12 17 -14 14 15 16 -18 19 29 -21 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024250101003410328 0.0035443846207498914 0.0024139866766791345 -0.0032309900012373483 -0.0035228098812685555 -0.0035272311286563287 0.0035552071546270003 -0.0035322499715732306 0.0020948555381333682 0.00021862156841921378 -0.0020855872580807723 -0.0033580112539627681 -0.003059267605342403 0.0027017696213450294 -0.0016247030732879628 -0.00292074357497958 -0.0013395433561997074 0.0026136675557442042 0.0030289525302244101 0.0017193656016589996 -0.0023158191079606506 -0.00024202626981332224 -0.0033822290637970974 0.0023228194176902993 -0.0035433544674801968 -0.0035415685393745066 -0.0030736056065184085 0.0012996665271757283 0.0021007219204238771 0.0020483772107540827 -0.003481617761234874
leaf_weight=0.044067061220858128 0.0067686242982745162 0.052302692302873655 0.028810152353798801 0.020687490429056044 0.03999299995894201 0.028294710335105333 0.020438341058706899 0.14644190208855434 0.25634210827956838 0.077162356305052415 0.043635314741550246 0.053059272421252746 0.089995206843013875 0.056153031862777425 0.02204790485166086 0.033723123060553917 0.16995920432509581 0.057123528829833958 0.012617620678383901 0.053247159270995326 0.29166965893386498 0.028192665595270228 0.067013941306413471 0.027038905033121563 0.031432811287913864 0.086144108430972643 0.094735289304026082 0.14093444880995776 0.020888762785716608 0.086372767435022979
leaf_count=181 1 210 147 157 226 26 81 185 157 33 47 514 24 38 52 53 131 35 30 175 418 6 27 23 64 183 77 166 123 320
internal_value=0 7.92996e-07 -5.9571e-05 -1.52626e-05 -0.00250363 4.24744e-05 7.94514e-05 0.000116842 0.000900772 -8.40911e-05 1.92632e-05 -0.000288523 0.000818345 0.000297639 0.000863531 0.00148251 0.00195915 -0.000392055 -0.000940162 0.000287351 0.000620706 -0.000554702 0.000237172 -0.000245199 0.000597936 -0.00113359 0.000225907 0.00128688 -0.00110626 -0.00281868
internal_weight=0 2.14323 2.09092 2.06211 0.0467616 2.01535 1.99466 1.97423 0.402784 1.57144 1.49428 1.07877 0.415514 0.325519 0.281883 0.22573 0.203682 1.05047 0.581417 0.469054 0.415807 0.482426 0.358684 0.429367 0.220295 0.209072 0.122928 0.188862 0.0479277 0.0989904
internal_count=3910 3729 3519 3372 227 3145 2988 2907 342 2565 2532 2187 345 321 274 236 184 2161 1506 655 480 1156 445 642 376 266 83 312 146 350
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=51 131 2 124 131 132 129 133 123 133 52 16 4 13 15 160 40 52 1 49 4 1365 160 1373 447 52 52 52 34 133
split_gain=0.0210664 0.0338743 0.0276904 0.0241394 0.0221172 0.0296598 0.031267 0.0290607 0.0392336 0.0265535 0.0239404 0.0281446 0.0321744 0.0238407 0.0365111 0.0342752 0.0325223 0.0326088 0.0258284 0.0287173 0.0250765 0.0230021 0.0229266 0.0217621 0.0223683 0.0213029 0.0243905 0.0332099 0.0242754 0.0240053
threshold=-0.40274499999999996 0.10350000000000001 0.16971500000000003 0.10385500000000002 0.097425000000000012 0.079995000000000011 0.08956500000000002 -0.26719999999999994 0.088610000000000008 0.10681500000000001 -0.27466499999999994 0.41476000000000007 -0.49837999999999999 -0.091229999999999992 -0.19153499999999998 -0.081299999999999983 -0.083709999999999993 -0.092854999999999979 0.10521500000000002 -0.10837499999999999 0.40359500000000004 0.084090000000000012 -0.40446999999999994 0.10355500000000002 0.088810000000000014 -0.081429999999999989 -0.0066199999999999991 -0.048794999999999991 -0.083659999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 10 -9 12 -12 14 20 -16 -15 -18 19 -17 -14 22 -19 24 25 -24 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 16 15 18 17 21 -20 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.0029528566784033329 -0.0028052686198539417 0.0012639500455507993 0.0029517907337655836 0.0018400883696425515 -0.0019263852067121926 0.0013088162039137051 -0.0028991377710648569 -0.0022208511697614265 0.002561842085174639 -0.0027953327818941681 -0.0020344138166234617 0.0026559186429819331 -0.0029076501873968965 0.002215605811712624 -0.0022222675674734719 -0.0022655587181096173 -0.0023254833067328363 -0.0029488808184479193 0.0028128652035961008 0.0012505095655534252 0.00089059836460551184 -0.0026160211873771434 0.0012029405934873081 -0.0029542372924411709 0.0023461847199627234 -0.00024168714200542484 -0.0029583338481029178 -0.0027460629294196546 -0.0024587216920180332 0.00040428311694633078
leaf_weight=0.050456333868851622 0.033092395719791834 0.024581312994996551 0.02753154914080358 0.058597536600245692 0.054634255345263116 0.13428698519578564 0.034619067880953369 0.042670147023613603 0.049639280240626138 0.031026522163983716 0.067340487617911449 0.034255829657922843 0.036779301304704859 0.047470119332501892 0.024375165270157595 0.022822131268185331 0.063352029465931103 0.02330096193406872 0.081598123095318442 0.17241161690753815 0.025563645333932072 0.031638701038446015 0.10880740790798793 0.021011426701079472 0.036217961224792816 0.14399625821351947 0.021151372988242767 0.067466904306001219 0.026761730740872736 0.50299899809317894
leaf_count=130 179 15 93 35 297 225 168 274 100 358 81 12 14 61 58 13 139 186 69 169 49 37 81 21 50 75 16 189 338 378
internal_value=0 -0.00157149 1.78793e-05 -2.2551e-05 -7.88325e-05 -2.52738e-05 -0.000127624 -7.17027e-05 -1.79423e-05 -9.63608e-05 -4.40885e-05 1.54777e-05 -4.38316e-05 4.81246e-05 0.000701635 0.00112631 -0.000169011 -0.000277158 0.00142116 0.000839494 -0.00135018 -0.000145195 -6.30552e-05 9.37219e-06 7.79964e-05 -1.62997e-05 -0.000190312 -0.0010407 0.000136104 0.000259654
internal_weight=0 0.0750376 2.02542 1.99789 1.93929 1.88465 1.75037 1.71575 1.68266 1.63302 1.60199 1.55932 1.52506 1.45772 0.36355 0.301207 1.09417 1.0467 0.276832 0.195234 0.0623429 0.983352 0.951713 0.928412 0.907401 0.871183 0.762375 0.211463 0.550912 0.529761
internal_count=3910 145 3765 3672 3637 3340 3115 2947 2768 2668 2310 2036 2024 1943 372 309 1571 1510 251 182 63 1371 1334 1148 1127 1077 996 264 732 716
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=1 0 133 2 12 52 52 52 4 42 13 13 52 1426 159 47 482 16 457 12 12 16 43 38 40 16 150 2 48 160
split_gain=0.0197119 0.0303391 0.0241716 0.021968 0.0208005 0.0230545 0.0207849 0.0385756 0.0321154 0.0238831 0.0213978 0.0268242 0.0266205 0.0202181 0.0255254 0.0311525 0.0213452 0.0199325 0.0197076 0.0192934 0.019214 0.0273206 0.0224002 0.018877 0.027568 0.0253376 0.0348585 0.0338843 0.049435 0.0333821
threshold=1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 1.0000000180025095e-35 0.085185000000000025 0.048695000000000009 0.11401500000000002 0.10701500000000001 -0.49837999999999999 0.09901500000000002 0.11596500000000001 0.10153000000000002 0.083750000000000005 -1.0000000180025095e-35 0.073745000000000019 0.081905000000000019 0.090355000000000005 0.20277000000000003 0.53894500000000012 -1.0000000180025095e-35 0.092150000000000024 -0.23935499999999996 -0.012509999999999999 0.13584500000000002 0.085025000000000003 -0.067969999999999989 -1.0000000180025095e-35 0.13345500000000002 0.12862000000000004 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 -3 10 11 12 20 -2 16 17 18 -16 23 -17 21 -10 -22 24 25 27 -27 28 29 -15
right_child=13 6 4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 15 19 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0038753986574203009 -0.0040836141949144615 -0.0029753452633461846 -0.0040480059682075301 -0.004052300070787879 0.0017047945192892118 -0.004058264809759975 -0.0029459313751405746 0.0037721639163692685 0.0040633139373578413 -0.0040577208976097156 0.0023270927174520056 -0.0041419762256333908 0.0024310746967960498 0.00032059425442625616 0.0032706801878376662 0.0028451072568624301 -0.0039887572583611874 -0.002273249309707666 -0.0036780961611927285 -0.0036648530870168916 0.0021284118068457189 -0.0033019400621409254 -0.0023017871293622466 -0.0040579081298428438 0.003779397378097191 0.0028192840325438006 -0.0010058324937540386 0.0036340440348315455 -0.0034937291305138806 0.0031344185545372758
leaf_weight=0.0061313907062868758 0.017553898624555475 0.059726195885559719 0.021360087869084055 0.084222312088741091 0.055017584681309017 0.014300015252388221 0.038476612163094615 0.043434033154881035 0.0096370205283164978 0.019939658190878617 0.079296196887526094 0.024085798524538404 0.069122693386134415 0.48077975033015652 0.11263969959077247 0.01090072728402447 0.020715448461487429 0.011706051205692347 0.021553957776632049 0.023472969708109304 0.056954674182406961 0.0566010478506771 0.02775620302054449 0.016582346172071882 0.035802828389932873 0.043478874169522896 0.37440390462029471 0.057327247157445527 0.04943914733667043 0.080478800853597932
leaf_count=2 63 30 194 560 134 106 197 35 2 117 66 13 199 583 275 11 77 33 14 54 98 196 43 8 39 42 570 91 28 30
internal_value=0 -0.000621496 -0.00203411 -0.00351433 -0.000559182 0.000515892 -9.42549e-05 0.000151456 -0.000238657 0.000237334 0.000502107 -9.06025e-05 0.000352801 0.000227886 0.000284397 0.00180688 7.97086e-05 0.00274877 0.000152373 -0.00160039 -0.000598884 -0.00223036 0.000676821 0.000224905 0.000288218 0.000173112 -0.000607846 0.00066164 0.000382616 0.000724068
internal_weight=0 0.666062 0.181031 0.0903537 0.0906777 0.0693176 0.48503 0.446554 0.403119 0.343393 0.323454 0.244157 0.220072 1.35684 1.33928 0.158719 1.18056 0.124346 1.15985 0.0343737 0.150949 0.0662381 0.0847109 1.13829 1.12171 1.08591 0.417883 0.668025 0.610698 0.561259
internal_count=3910 1992 996 562 434 240 996 799 764 734 617 551 538 1918 1855 373 1482 308 1405 65 339 198 141 1391 1383 1344 612 732 641 613
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=123 375 1 158 3 47 49 0 48 51 51 2 474 148 124 1375 15 11 13 3 43 49 15 15 0 13 1 4 1444 3
split_gain=0.0983267 0.0957196 0.0921212 0.0830666 0.0962179 0.0925065 0.0776265 0.101555 0.0768352 0.11073 0.0957034 0.0912235 0.072225 0.0829551 0.0909738 0.0661291 0.0653262 0.0674189 0.0688806 0.0633311 0.104975 0.0646102 0.0639852 0.0804545 0.0591537 0.0574756 0.0531653 0.0520761 0.0503298 0.0481981
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.10444500000000001 0.084965000000000027 -0.115685 0.09252500000000001 -0.085974999999999982 -0.10131499999999999 0.12738500000000003 0.13669500000000004 0.13605000000000003 0.090905000000000014 -1.0000000180025095e-35 -0.07990499999999999 -0.24148999999999995 -0.43271999999999994 -0.016339999999999997 0.077330000000000024 0.10153000000000002 -0.078669999999999976 -0.078454999999999983 -0.082494999999999985 0.083935000000000023 0.084050000000000014 0.18055000000000002 -0.17606499999999997 0.094695000000000015 -0.10018999999999999 -0.10662999999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 16 6 -6 15 10 -10 11 25 -13 -14 -15 -8 -1 18 -18 21 -21 -9 -23 -24 -22 -4 29 -25 -5 -17
right_child=1 -3 8 28 5 -7 7 19 9 -11 -12 12 13 14 -16 26 17 -19 -20 20 24 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00095382200048612319 -0.0014129995384410524 0.00063533274620818764 0.0014061566764132169 0.0014138025141554266 -0.0011003290990962179 -0.0014077562605303135 -0.000826876973381881 0.0010382734351768981 -0.0012604269488420991 0.00034017066747477916 -0.0011005940695049698 -0.00077667848757755043 -0.00081746970116415747 -0.00091603454806885064 0.0011711400149348663 -0.00035325903688632952 0.00082707257141195626 -0.0012109301886897084 -0.0002919039180348197 0.00079950446491669188 -0.00064864941338525631 -0.0014065256105741627 0.0012456640597876358 0.00064790646248941717 0.0014425179076532611 -8.5345972615043751e-05 0.0012936704184368902 -0.0014015882418623564 -0.0013714831398437361 0.00058800094321734633
leaf_weight=0.18327628749466385 0.048570268147159368 0.56663828290766094 0.054359443289285991 0.013711090772630996 0.20291234680007697 0.1542845921103434 0.095536205684766173 0.033715099212714095 0.175052605831297 0.16429869056446478 0.096721549045469035 0.058345136007119214 0.053338096855440886 0.044406254310160653 0.52610965021085643 0.17608131192537291 0.19104441126546623 0.078875364983105101 0.24777857006665727 0.16617821095496765 0.40220858016436889 0.26612169863255952 0.0471940327588527 0.032407465283540882 0.028397997841238976 0.74499513469709178 0.11259756263461895 0.097305004837835218 0.1762683135075348 0.27063414632721106
leaf_count=62 8 326 34 2 107 178 12 4 43 39 35 29 17 10 253 96 41 105 38 80 537 577 14 7 1 199 19 707 282 48
internal_value=0 0.000473618 -0.00012035 -0.000274554 -0.000213473 -0.000364328 -0.000280972 -0.000184779 0.000119004 -0.000485489 0.000248979 0.000337084 0.000713212 0.000852552 0.00100868 0.000249826 0.000235359 -1.89927e-05 0.00019525 -0.000449886 -0.000145894 -0.000830422 -0.000972632 -0.000319924 -0.000510739 1.60824e-05 0.000433737 -0.000889541 -0.00117047 0.000216986
internal_weight=0 0.615209 4.89415 2.97653 2.78655 2.08557 1.93129 1.72838 1.91763 0.339351 1.57828 1.48155 0.682199 0.623854 0.570516 0.654849 0.700975 0.517698 0.438823 1.07353 0.596785 0.476743 0.443028 0.176907 0.430607 0.799355 0.559313 0.129712 0.189979 0.446715
internal_count=3910 334 3576 2917 2633 2387 2209 2102 659 82 577 542 309 280 263 175 246 184 79 1927 618 1309 1305 728 538 233 163 714 284 144
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=45 14 34 156 15 457 457 124 158 123 1213 453 475 155 130 403 42 43 40 3 3 0 150 1375 34 151 475 48 1 44
split_gain=0.0191144 0.0264693 0.0191266 0.0183764 0.0197694 0.0188186 0.0337224 0.0267142 0.0250202 0.0225289 0.0221041 0.0219027 0.0214066 0.0203488 0.0202742 0.0204924 0.0215819 0.037194 0.0357328 0.0276924 0.034549 0.033121 0.0257632 0.0346358 0.0255076 0.0246015 0.024267 0.021333 0.0300979 0.022092
threshold=-0.080134999999999984 0.077685000000000018 -0.15639499999999998 -1.0000000180025095e-35 -0.46970499999999993 -0.14941999999999997 -0.0034949999999999994 -0.084964999999999985 0.087355000000000016 0.083190000000000014 -1.0000000180025095e-35 0.090755000000000016 -0.086004999999999984 0.088680000000000023 -0.23515499999999998 -0.084084999999999979 -0.10770999999999999 -0.074254999999999988 0.057150000000000006 -0.078669999999999976 -0.08348499999999999 -0.11287999999999999 0.083205000000000015 -0.43271999999999994 -0.086059999999999984 -0.084084999999999979 -0.067819999999999978 -0.084204999999999988 0.14000500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 12 -10 -8 14 -12 -16 18 19 -17 20 25 -22 26 -24 -21 -18 -19 -28 29 -29
right_child=1 -3 3 4 5 6 8 -9 9 -11 13 -13 -14 -15 15 16 17 22 -20 24 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0036047813388030122 0.0035949651929804002 -0.0026527009250941454 -0.0035939546902423415 0.0031788420836793073 0.002204582942844507 0.0035978209983638233 0.0035968895100353965 -0.0029036346663070837 -0.0031995404487389825 0.0019173684715820222 -0.0035129753270345828 0.0036148365849197114 -0.0032087244461337836 -0.0027733281902396238 -0.0029805875052900696 -0.0024791746280051832 -0.0028359327655994937 0.0021020988621888244 0.0025853958793576009 -0.0023403928216196466 0.0036283451748485634 -0.0035970379098727565 -0.0011474514547532284 0.0018528934222635733 0.002764375185718065 0.0015687290876636082 -0.0035710335837933699 -0.00035245709134185035 0.002855034726251465 -0.0030962440073587822
leaf_weight=0.01832987771194905 0.018772777504636795 0.050202249890389683 0.018649192703492079 0.024704194575860483 0.046353618537977925 0.0090568028026609682 0.0069274685811251393 0.081223892453408442 0.071039158961525461 0.017274039895710303 0.018384172604782978 0.0066504832357168189 0.042611762070009607 0.02953801522608035 0.024448290722602795 0.076006747447535328 0.017860755214996971 0.050409678595314977 0.023518178273661761 0.013641086326970253 0.010285424999892712 0.039948053485431956 0.068056992000492755 0.18295945014506287 0.16859907719026379 0.19308758233091794 0.027627929266599405 0.55507109022881118 0.03569434800556337 0.040600846581583028
leaf_count=15 28 122 193 129 49 7 4 245 258 17 23 1 506 159 424 117 78 71 6 8 1 135 13 140 226 153 15 673 56 38
internal_value=0 -7.89125e-05 -1.15806e-05 -4.72105e-05 -1.20571e-05 -5.45094e-05 -0.000112347 -0.00225142 -8.58919e-08 -0.00179154 0.000104588 -0.00261621 -0.00225704 0.000178834 0.000235231 0.000280333 0.000333364 0.000447912 -0.00128239 0.00130805 0.000558518 -0.00211762 5.0788e-05 0.00103942 0.00238227 0.00119579 -0.000299032 -0.000482706 -0.000347564 -0.000539473
internal_weight=0 1.9692 1.919 1.90023 1.88158 1.85687 1.81052 0.0902807 1.72024 0.0949637 1.62528 0.0776896 0.0495392 1.57574 1.5462 1.52782 1.50337 1.40384 0.0995249 0.443422 0.261182 0.0502335 0.96042 0.251016 0.18224 0.210948 0.709404 0.658994 0.631366 0.595672
internal_count=3910 3895 3773 3745 3552 3423 3374 252 3122 276 2846 259 510 2336 2177 2154 1730 1607 123 601 367 136 1006 153 234 231 853 782 767 711
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=4 11 403 151 474 1456 480 151 402 4 124 124 1374 155 50 2 457 151 9 158 124 49 42 0 42 4 15 42 12 15
split_gain=0.0972449 0.0930399 0.0846151 0.0774185 0.0739955 0.0655838 0.0595464 0.0594789 0.0588497 0.0553131 0.0528522 0.0782598 0.0583053 0.0599882 0.0526727 0.068011 0.0648626 0.0492034 0.0491593 0.0509353 0.0721261 0.0525193 0.103544 0.082923 0.079535 0.0684188 0.0842229 0.0670647 0.0870583 0.062182
threshold=0.28937500000000005 0.080455000000000013 -1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.08514999999999999 0.085575000000000026 -0.15796999999999997 -0.048219999999999992 -0.37194499999999991 0.09309000000000002 0.098655000000000007 0.11901000000000002 -0.13811499999999996 -0.068264999999999978 -0.035524999999999994 0.084755000000000011 0.085745000000000002 0.08919500000000001 -0.091004999999999989 0.098285000000000011 0.039665000000000006 0.11315500000000002 0.25367000000000006 -0.095799999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 0.10363000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 -1 10 -9 11 -7 13 18 15 -6 -17 -4 19 21 -21 22 23 -12 25 26 -23 28 -28 -29
right_child=3 -3 5 4 14 6 -8 9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00068597261824166085 -0.001049918616419018 -0.00099498983893163873 0.0001883649273165047 -0.0012115261721091181 7.7940176565395418e-05 -0.00099046084199513407 -0.0011743337901210294 0.00049443754590486008 -0.0010572699853023057 -0.0010937493517683902 -0.00095119413215358738 0.00059958024422857535 -0.0011781234608656248 -0.0011762381780124481 -0.00046046316561433809 -0.00020512252230498552 0.0011085649482431789 -0.0011757004357215645 -0.00097239769261996426 -0.0011784100291183737 0.0010254807720515293 -0.00042732008354005597 0.0010549002741108277 0.00055524505836272579 -0.0010598899768862627 0.00089291524788418159 0.00027570689916271007 0.00034940544804581091 -0.0011773516776699725 -0.00091081494841317159
leaf_weight=0.038016311833416694 0.051485693169524893 0.15973544924781879 0.052791531599723385 0.035458373895380646 0.20142303764077951 0.047829465620452538 0.058638305373278743 0.034722503201919608 0.068784115772359544 0.22652734082203085 0.23078361521766444 0.38129165567807088 0.058210141971357987 0.057817246290141955 0.067025602795183659 0.060718823486240581 0.34364490624648159 0.11625961499703441 0.065825859986944013 0.093416608367988263 0.026078997674630955 0.32115659690680676 0.060863961523864418 0.064101930416654795 0.072879430554166791 0.17268870936823066 0.12724709448230509 1.5700156911861896 0.10197902440086182 0.055661166636127635
leaf_count=20 20 175 38 4 66 20 196 12 182 863 101 151 36 98 15 15 306 283 45 90 10 155 14 5 63 30 33 572 213 79
internal_value=0 -0.000117651 -8.35004e-05 0.000337371 0.000438216 -3.63095e-05 -3.13339e-06 -0.000683398 1.60683e-05 -0.000882665 3.7115e-05 0.000422356 -1.65809e-05 5.80385e-06 0.00052516 0.000634211 0.000911303 -0.000749728 2.88715e-05 5.16234e-05 -0.000697428 8.3851e-05 -0.000336535 -0.000623726 0.000145608 0.000183013 0.000126677 0.000222595 -0.000370736 0.000306257
internal_weight=0 4.26332 4.10359 0.759756 0.708271 3.80432 3.63527 0.299266 3.57663 0.26125 3.50785 0.429121 3.07873 3.02052 0.672812 0.605787 0.404364 0.169051 2.9627 2.89687 0.119496 2.77738 0.35575 0.294886 2.42163 2.34875 2.17606 1.8549 0.229226 1.62568
internal_count=3910 3484 3309 426 406 2414 2093 895 1897 875 1715 171 1544 1508 402 387 321 321 1410 1365 100 1265 120 106 1145 1082 1052 897 246 651
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 3 49 49 4 42 15 131 52 42 43 3 47 1446 2 43 52 42 39 39 46 47 50 48 4 2 14
split_gain=0.0192774 0.0279447 0.0235023 0.0249977 0.0262131 0.0269268 0.0241912 0.0269466 0.0335894 0.0282223 0.0304823 0.0221065 0.0214129 0.0222101 0.0247962 0.0211425 0.0209962 0.0205672 0.0369375 0.0205332 0.0233052 0.0252972 0.0220488 0.0351896 0.0240275 0.0373621 0.035024 0.0394286 0.034037 0.0333625
threshold=0.094385000000000011 -0.094679999999999986 -0.065229999999999996 -0.23029999999999998 -0.115685 0.090775000000000008 -0.10837499999999999 0.11205000000000001 0.091955000000000023 -0.098459999999999978 1.0000000180025095e-35 0.11401500000000002 -0.09361499999999999 -0.083899999999999988 -0.08095999999999999 0.085165000000000018 0.091520000000000018 0.11635500000000001 0.093240000000000017 -0.27466499999999994 0.10056500000000002 0.18016500000000005 0.084835000000000008 0.092020000000000005 0.11603500000000001 0.11515000000000002 0.12862000000000004 -0.17479499999999998 0.09580000000000001 -0.073394999999999974
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 11 12 -11 -14 -15 17 19 18 -5 20 21 -2 24 -24 25 26 27 -21 -29 -26
right_child=16 2 3 4 5 -7 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0034131838471632217 -0.0031179162346391003 -0.003392087536019803 0.0017584205406686211 0.00047687021247411573 -0.0033947059251047589 -0.00305982945005134 -0.0033967036270715857 0.0016937035750528467 -0.0033964147290143354 -0.0033991682746628399 -0.0033902207220630346 -0.0033964086788530446 0.0019058868591958597 -0.0027080098673527377 0.00048009913646361249 0.0028954054498414534 -0.0032977384711013716 0.0024932684275373639 -0.0034353660066773401 -0.0028606782118046105 0.0017779427002987669 0.0034102530167104466 0.0023278788500232296 -0.0024075273144003547 0.0021725808297508933 -0.003140941517582708 -0.0017614300156914113 0.00034322004933546023 0.0020998249813313336 -0.0025405636289625331
leaf_weight=0.033506177062463394 0.054031247881994204 0.026803109136835701 0.0704778157560213 0.13436986081796931 0.0311616995568329 0.051350538017345571 0.031424662366134726 0.066069837007944443 0.044919194852241162 0.01603948345336903 0.029066153161693364 0.018385497895565095 0.10222812648180479 0.03300940983581313 0.18147602638998706 0.038607370348472614 0.018260016782733146 0.035866004225681536 0.034779940720909508 0.029107693218975328 0.021714325092034414 0.0077733034268021575 0.13226758901600988 0.020789369562407956 0.02298904862254858 0.030577879030261101 0.059811754203110468 0.26227394971056128 0.24355006914265687 0.068209942046451033
leaf_count=46 159 407 40 142 57 366 57 47 304 108 243 115 145 351 238 20 36 8 21 18 10 1 307 10 11 74 23 210 266 70
internal_value=0 -0.000376496 -0.000268945 -0.000177879 -0.000338664 -0.000715952 -0.000498611 -0.000325928 -0.000618201 -0.000315028 -6.0321e-05 0.000215318 0.000414875 0.000608032 -1.05523e-05 0.000598476 0.000296189 0.000165932 -0.000327549 0.000365044 -0.00123743 -0.00229685 0.000518954 0.00168468 0.000269942 0.000506563 0.000694095 0.000968652 0.00118901 -0.00135249
internal_weight=0 0.979541 0.946035 0.919232 0.848754 0.605131 0.55378 0.522618 0.456549 0.411629 0.380205 0.351139 0.332753 0.316714 0.214485 0.243623 0.971356 0.205016 0.16915 0.953096 0.0835189 0.0618046 0.869577 0.153057 0.71652 0.625321 0.594743 0.534932 0.505824 0.091199
internal_count=3910 2715 2669 2262 2222 2031 1665 1608 1561 1257 1200 957 842 734 589 191 1195 171 163 1159 170 160 989 317 672 591 517 494 476 81
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=1426 15 50 142 158 123 1374 15 3 156 483 128 1 50 3 47 133 3 12 3 15 47 4 43 15 4 1374 151 43 2
split_gain=0.0173917 0.0252851 0.0329595 0.0275546 0.0212862 0.0220413 0.0212093 0.0201722 0.0262344 0.0235194 0.0227254 0.0193199 0.0230688 0.0375513 0.0216826 0.0218478 0.0213294 0.0239294 0.0301157 0.0205757 0.022616 0.0215889 0.0215312 0.0208221 0.0294725 0.0232606 0.0203348 0.0234651 0.0234808 0.0263245
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 -0.073359999999999995 0.084965000000000027 0.083190000000000014 0.090240000000000015 -0.19153499999999998 0.31335500000000011 0.10477500000000002 0.088030000000000011 0.11637500000000002 0.099595000000000017 0.086465000000000014 0.096385000000000012 0.13206500000000002 0.10681500000000001 0.11476000000000001 0.099680000000000005 -0.115685 -0.016339999999999997 0.09252500000000001 -0.060264999999999992 -0.18906999999999999 0.084050000000000014 -0.39075499999999991 -0.094679999999999986 0.084350000000000008 -0.092484999999999984 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 10 11 12 13 16 15 -14 17 18 19 20 -9 23 -22 -21 25 -25 -27 28 -28 -30
right_child=1 4 -4 -5 5 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 21 22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0032199097519951207 -0.0028380910750831997 -0.0017823629055514943 -0.0018411423754707877 0.0025167548284938338 -0.0023026299308359505 0.0013773065375961334 -0.0024651314196214437 0.0028467819785605274 0.0031924150248870877 -0.0031950760163914904 -0.0028828571120153293 -0.0032094322115134486 0.0016520171597111839 -0.0031953634856615814 -6.5909123622211868e-05 -0.00096638170123218028 -0.0023188906557140274 0.0018423349082990947 -0.0029209825044454593 0.0020090492721876905 0.0010384088681145395 -0.0026857418259505182 -0.0016369823791083425 -0.0028103606515176112 -0.0031961076751052999 -0.0019545464325359525 -0.0028992425221801084 -0.0025756949416339131 -0.0019698107359654811 0.0011215480045999673
leaf_weight=0.017311420054397675 0.010766490238893311 0.060277727736205988 0.027855050993821351 0.10541675324566302 0.079793980593194758 0.020874735975667136 0.035511316942120064 0.048727538418461336 0.02735631548330264 0.022478887002648551 0.025662719831075154 0.017254790900665173 0.2489873562003595 0.038355128315288312 0.19562536193825508 0.037240069140352716 0.037796443719912531 0.07554915570653975 0.035144321669577039 0.044832395883530718 0.1227683102906667 0.034120308747787931 0.040723363237701871 0.028876196102827545 0.032464209981867498 0.041757053622859308 0.018249782331166808 0.025140126010228414 0.031032793045595919 0.28680302891644349
leaf_count=79 4 103 22 272 323 25 63 29 62 120 240 58 274 455 111 26 285 15 121 23 65 71 21 46 478 42 42 39 41 355
internal_value=0 -9.29012e-06 0.00127374 0.00202053 -0.000117148 -0.00153956 -2.83602e-05 2.65039e-05 9.83815e-05 4.15595e-05 9.11509e-05 0.000144098 0.000184728 -0.000105441 0.0007522 0.00131135 2.56611e-05 0.000127966 -3.58492e-05 9.83622e-05 0.00094024 -0.000230499 0.000372008 -6.5965e-05 -0.000266317 -4.60748e-05 0.000152003 0.000395517 0.000617771 0.000819715
internal_weight=0 1.85744 0.144038 0.116183 1.7134 0.100669 1.61273 1.57722 1.51695 1.48959 1.46711 1.44145 1.42419 0.94234 0.481853 0.286227 0.903985 0.866189 0.790639 0.755495 0.212219 0.543276 0.163492 0.509156 0.464323 0.431859 0.402983 0.361226 0.336086 0.317836
internal_count=3910 3831 298 276 3533 348 3185 3122 3019 2957 2837 2597 2539 2128 411 300 1673 1388 1373 1252 115 1137 86 1066 1043 565 519 477 438 396
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 12 3 40 50 4 47 43 47 131 48 4 128 4 2 13 0 12 12 16 105 4 52 3 4 12 43 51 0
split_gain=0.0867289 0.0842187 0.0765238 0.0741303 0.0705968 0.0654066 0.0996186 0.0757584 0.0764177 0.0777712 0.0707928 0.0729683 0.102886 0.0728839 0.0629666 0.0625158 0.0590248 0.0558124 0.0506427 0.0456898 0.0424716 0.0419777 0.0383307 0.0838711 0.0545701 0.0427509 0.0452546 0.0475101 0.0821027 0.0382067
threshold=0.085835000000000009 -0.070894999999999986 -0.071274999999999991 0.16699000000000003 0.34489500000000001 0.10625000000000001 -0.23071499999999998 0.09252500000000001 -0.074254999999999988 0.13439000000000004 0.08844500000000001 0.086870000000000017 0.0057500000000000008 0.086435000000000012 -0.39075499999999991 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 -0.023959999999999995 0.084100000000000022 -0.15595499999999998 0.094650000000000012 -0.49837999999999999 0.10433000000000002 0.15165000000000003 -0.39075499999999991 0.098845000000000016 0.083940000000000015 -0.031524999999999991 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 21 6 -4 10 9 -9 11 13 -13 18 -7 19 17 -17 -8 20 -1 -2 23 -3 25 -24 27 28 -27 -12
right_child=2 22 3 -5 -6 14 7 8 -10 -11 29 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001360255255068963 0.00083855757968488947 -0.0013564162570614776 -0.001350999420016292 0.00090896578211067578 -0.0013538023480177462 0.0013748321385023291 -0.00079344911776149272 0.00070831927384258978 -0.00083756686401468736 -0.00085584494497213963 0.00031419566737436998 -0.0010416265694822291 0.00038287909570203108 -0.00087974937826113811 -0.0011242694081894458 -0.0012912635209945795 -0.001160251935096984 0.00032172870169399167 0.0007051534848232237 -0.0013481956206305478 0.00063663984196055698 -0.00074856133214720733 0.00084632588375648074 0.00030237508975900797 -0.0013581510532562869 -0.00090529399784584539 -0.001351400297250747 -0.00044958270383435096 0.00094344325494793177 -0.0012937653682071682
leaf_weight=0.022589945019717561 0.40704207577800877 0.10688614083846915 0.095012269979635078 0.1482569511499604 0.031866875942796469 0.0205715112388134 0.043043237878010787 0.16778153960149211 0.29067090118041949 0.087676389492116868 0.040044441702775657 0.15072465070988983 0.23514776505180635 0.062295322574755119 0.16282371121633321 0.058299853262724355 0.38195918175188148 0.1165538011882743 0.80187272493821959 0.035467684758259566 0.13227735213331449 0.032607681394438259 0.16123695694841444 0.11423047510834294 0.040581645473139361 0.056214697811810765 0.038872268166414869 0.14210651281609898 0.192658823041711 0.080752364361614926
leaf_count=13 344 56 144 100 8 1 19 81 102 11 9 57 25 62 175 43 1465 48 412 116 103 11 22 19 7 53 160 27 68 149
internal_value=0 -0.000306219 8.51513e-05 -1.27371e-05 0.000580633 -7.37841e-05 -5.05315e-06 6.01922e-05 -0.000365575 0.000171478 0.00022465 0.000316701 -0.000173543 0.000525221 -0.000843944 -0.00063613 -0.000863756 -0.000216077 0.000628809 2.97768e-05 0.00034536 0.000720845 -1.71759e-05 -0.000499472 0.000151652 0.000255309 3.3619e-05 0.000171321 0.000525857 -0.000760722
internal_weight=0 1.59994 2.85819 2.38667 0.471517 2.23842 2.05502 1.96001 0.546129 0.255458 1.41388 1.29308 0.385872 0.907211 0.183395 0.747148 0.556813 0.174854 0.844916 0.190335 0.154867 0.43965 0.852788 0.221117 0.631671 0.591089 0.429852 0.39098 0.248874 0.120797
internal_count=3910 2200 1710 1347 363 1247 1071 927 194 92 733 575 82 493 176 1788 1556 91 431 232 116 355 412 75 337 330 308 148 121 158
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 39 3 3 12 0 47 52 48 16 3 15 133 106 47 12 12 2 160 15 42 13 0 13 42 157 43 2 1
split_gain=0.0779519 0.0718028 0.0638993 0.0644123 0.067593 0.0698187 0.0653448 0.104612 0.0976261 0.0630313 0.0593296 0.0567373 0.0536421 0.0527833 0.0689655 0.0497334 0.0491106 0.0482027 0.055175 0.0499952 0.0455809 0.0380825 0.0490422 0.0507834 0.0407595 0.0438292 0.0409406 0.0444972 0.0377606 0.040631
threshold=0.085835000000000009 -0.070894999999999986 0.005105000000000001 0.16699000000000003 -0.10315499999999998 0.09112000000000002 -0.10131499999999999 0.092645000000000019 -0.010284999999999997 1.0000000180025095e-35 -0.25582999999999995 0.086245000000000016 -0.053579999999999996 0.085355000000000014 0.092305000000000012 0.084695000000000006 0.085775000000000004 0.085185000000000025 0.084065000000000015 0.084835000000000008 -1.0000000180025095e-35 0.091955000000000023 0.41346500000000003 -0.069414999999999991 -0.5337599999999999 -0.089024999999999979 -1.0000000180025095e-35 -0.071899999999999978 0.08400500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -2 7 8 -6 10 -7 16 -8 14 15 -4 17 18 28 -19 -13 24 23 -23 -3 -26 -27 -28 29 -1
right_child=2 21 13 -5 6 9 12 -9 -10 -11 -12 20 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013541574331142976 0.0011594556912276799 -0.0013574335440818144 0.00089974157494158112 0.00086248959508930143 -0.00023638690154046096 0.0010412897807047215 -0.00016910841420673722 -0.0009681083121235119 0.00075160186151244717 -0.0010207310395797156 -0.0003920581429740364 -0.00066127673221453372 -0.0011291278961827126 0.001251833359552411 -0.001361530130312023 -0.00010162666038095145 -0.0013480253563045639 -0.0013492656167336135 -0.0012462845416386522 0.0012019717218265048 0.00084175738508813754 0.00096027168188805802 0.0013724997375116278 -0.0013547239775749944 -0.00091140722614808988 -0.00077665804354712961 0.00098743420262462273 0.00013930623402517292 0.0013746126541135627 0.00048750632455728292
leaf_weight=0.044631750737608167 0.14064413447340474 0.031204098369926214 0.20481128108076507 0.14115700968613953 0.41768844956459361 0.11480239956654259 0.20226061027460662 0.17396728669700678 0.31998153697350051 0.079103125317487866 0.096111716633458855 0.068742188079340849 0.22025943777680412 0.13206804792571347 0.041963902767747641 0.1600709552585613 0.19407470217811351 0.0192155429772356 0.16647988864588115 0.05044304188049864 0.078051803338894388 0.020741458047268679 0.018974974751472473 0.099588599185153726 0.055899846385727869 0.053237644580804044 0.18313373625642271 0.28876351599501504 0.026580656783153245 0.042240209517331095
leaf_count=92 89 4 163 150 83 37 193 60 86 34 108 29 498 165 3 41 1103 87 404 11 16 27 1 138 54 50 46 92 6 40
internal_value=0 -0.000291267 0.000103308 -1.23959e-05 -8.23726e-05 0.000381248 -0.000232028 -2.92403e-05 0.000192176 3.85553e-06 0.000388126 -0.000604611 -0.000669566 0.000512515 0.000272522 0.000460449 -0.000805095 -0.000503689 -0.000753 0.000498205 0.000137901 -3.39018e-06 -0.000638559 -0.000955685 0.000141132 0.000221612 0.00034222 0.000468447 -2.9157e-05 -0.000458676
internal_weight=0 1.442 2.44489 1.90598 1.76482 0.430661 1.33416 0.911637 0.73767 0.290017 0.210914 0.69046 0.42252 0.538914 0.406846 0.364882 0.543666 0.349591 0.279933 0.0696586 0.146794 0.751544 0.139305 0.12033 0.612239 0.581035 0.525135 0.471897 0.113453 0.086872
internal_count=3910 2200 1710 1338 1188 268 920 229 169 179 145 1788 691 372 207 204 1743 640 542 98 45 412 166 165 246 242 188 138 138 132
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=1 0 12 3 3 40 4 50 14 47 48 2 4 32 0 15 15 13 42 13 0 42 52 0 12 157 43 43 12 160
split_gain=0.152488 0.109098 0.103203 0.0888165 0.0705209 0.0626966 0.0581604 0.111767 0.0939005 0.0748903 0.0692581 0.103346 0.0938277 0.0553368 0.0661944 0.0784881 0.0523779 0.0521678 0.0552187 0.0750567 0.0700184 0.068612 0.0521413 0.0749665 0.0511713 0.0505082 0.0544063 0.0530038 0.0487463 0.067204
threshold=0.085835000000000009 -0.070894999999999986 -0.041094999999999993 0.16699000000000003 0.086245000000000016 0.34489500000000001 -0.23071499999999998 0.11413000000000002 -0.074139999999999984 0.086425000000000016 0.086870000000000017 0.082715000000000025 0.0057500000000000008 0.078060000000000004 -0.10783 -0.094119999999999995 -1.0000000180025095e-35 -0.5337599999999999 0.091955000000000023 0.41346500000000003 -0.069414999999999991 -0.089024999999999979 -0.068164999999999989 -0.14293499999999998 0.085775000000000004 -1.0000000180025095e-35 -0.071899999999999978 0.070805000000000021 0.085185000000000025 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 24 -2 8 9 -4 10 11 13 -12 14 -8 -16 -6 -3 21 20 -20 -19 23 -13 28 -23 -27 -28 -1 -30
right_child=2 17 3 -5 16 -7 7 -9 -10 -11 12 22 -14 -15 15 -17 -18 18 19 -21 -22 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0007214097283581995 0.00067750366183414888 -0.0012122390324929707 0.00093528837398209079 0.0010132893808637953 -0.00061295659930953982 -0.0012003431636956469 0.0009956080466199974 -0.0012001041801335071 -0.0012006608228535872 -0.00029679316781543419 -0.00095018075806176854 -0.00031259431194415613 0.00023557204772816644 0.001117536334171952 0.00043698338598835901 -0.00075694343012624652 0.00064845675308709534 -0.00088468716810561319 0.0008394170760668275 0.0012320879055444157 -0.0012068207832158307 -0.00068599739060570938 0.0010105908594057308 0.0011972020692469138 -0.0011980371949766896 0.00086640537777661218 -0.00069918921173898086 0.00037661982083650783 -0.0012002700663570132 0.0010367929544384282
leaf_weight=0.38650541437618791 0.52309924385554074 0.051204867195338011 0.037988223368301988 0.12015746399993066 0.090405425835342612 0.026692459010519087 0.059371941693826535 0.10314392976215447 0.13003128115815421 0.55592151546625235 0.1494324844861693 0.12633657639162266 0.26324410158849787 0.05354804900707677 0.11678492474311586 0.24085990022922332 0.097979792411933886 0.077926900823513279 0.028935858805198222 0.029074618592858315 0.1368811011334401 0.066594527026609285 0.35466109176559257 0.074784090007597115 0.26377267019142892 0.23021049151793704 0.085476543517870596 0.27874411665652588 0.029067207365187642 0.056402575643005548
leaf_count=542 390 4 4 87 29 8 10 124 149 227 59 32 28 18 27 376 16 54 27 1 138 50 143 28 1103 46 46 46 87 11
internal_value=0 -0.000314392 0.000119513 1.19577e-05 -0.000609358 0.000586334 -4.11366e-05 1.30469e-05 -0.000717735 7.577e-05 0.000219698 0.000385957 -0.000193796 -2.6205e-05 -0.00017307 -0.00036708 4.31088e-05 -3.76676e-05 2.67369e-05 -0.000539168 -0.000849742 0.000175989 0.000734923 0.000248804 -0.000776419 0.000301029 0.000411607 0.000124145 -0.00054079 0.000275996
internal_weight=0 1.90918 2.93606 2.38627 0.924133 0.549792 2.26611 2.09809 0.16802 1.99494 1.43902 1.02635 0.412677 0.470565 0.417017 0.357645 0.188385 0.985049 0.933844 0.194892 0.165817 0.738953 0.555782 0.201121 0.735748 0.661026 0.594431 0.364221 0.471975 0.0854698
internal_count=3910 2200 1710 1312 1788 398 1225 1072 153 948 721 634 87 431 413 403 45 412 408 166 165 242 203 60 1743 188 138 92 640 98
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=123 375 1 51 50 42 1 159 0 155 1 42 3 47 13 2 12 0 41 160 2 40 52 52 42 15 3 4 2 3
split_gain=0.104697 0.0895269 0.0883171 0.0897067 0.0630565 0.0660498 0.0643852 0.0738001 0.0602549 0.0644644 0.0756276 0.0612579 0.0794616 0.069836 0.0656846 0.0615042 0.0749807 0.0600715 0.073557 0.0602091 0.0594793 0.0693461 0.0559278 0.0894724 0.0658808 0.0555939 0.0502293 0.049644 0.0780164 0.148485
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.14000500000000002 -0.40274499999999996 0.086465000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.079875000000000015 -0.26606499999999994 0.088680000000000023 0.12263000000000002 0.091955000000000023 -0.096314999999999998 0.09252500000000001 0.41346500000000003 0.10274500000000002 0.09258000000000001 0.15480500000000005 0.078385000000000024 0.091575000000000017 0.11891500000000001 -0.14415499999999998 0.11401500000000002 0.0033900000000000002 0.084100000000000022 0.14395500000000003 -0.10628499999999998 0.0057500000000000008 0.11230000000000001 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 26 -7 10 11 12 15 22 -13 17 -17 18 19 -10 21 -3 23 27 -25 -5 -8 -14 29 -29
right_child=1 20 3 25 -6 8 7 -9 9 -11 -12 14 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013245248691543408 -0.0013329275567503451 -0.0012442004803162928 -0.0013325487210835043 0.0012334606912475054 -0.00095358576136435542 0.001174566668049578 -1.9592735395880902e-06 0.00079435590403926918 0.00055814455912976376 -0.0013263825944658206 0.00032498158481516197 -0.00092530529264877432 -0.00062065395205965505 -0.0011551317162229284 0.0013516670287897204 0.0012906176564497533 -0.00029429123917187839 -0.0011311191275778898 -0.00095721977820983678 -0.00076874153477821279 0.0012770177722992147 0.00039101449833715504 -0.0010303415883822931 0.00062512695195883526 -0.0010411135978316811 -0.00039365089792229609 -0.0012865781808796039 -0.0005385056867553402 -0.00076713491398039239 0.0013061918696985239
leaf_weight=0.24455982017116173 0.057716052862815559 0.052731555071659386 0.042269375058822334 0.13624350786994899 0.37857508766319359 0.045776035316521191 0.088060785488778492 0.068274218578153523 0.29834343960828968 0.11382005225277669 0.29284066676336795 0.45059489548475529 0.83868226779213839 0.21220243237621605 0.023195328190922737 0.12940611256635748 0.086862468248000368 0.094851032590668183 0.10496341517864494 0.074393143062479794 0.10630063433200121 0.31436736116302189 0.19147072531541187 0.26110728876301426 0.049084948334893852 0.049974955662037246 0.13310669627026073 0.16371574319418869 0.18559478902898263 0.14177046525583137
leaf_count=685 8 9 9 99 663 25 29 45 92 190 101 454 478 97 1 31 20 9 36 11 110 207 125 54 154 21 55 42 29 21
internal_value=0 0.000218653 -0.000398151 0.000402876 -0.000437332 -0.000391804 -0.000826058 -0.000404885 -0.000330108 -0.000348659 -0.000317739 -0.000374666 -0.000301206 -0.000438519 -0.000813832 5.45369e-05 0.000654052 -0.000171917 1.85401e-05 0.000293316 0.000407819 0.000156126 -0.000355487 -0.000276695 0.00036146 0.000796797 -0.00077509 -0.000425557 -9.2365e-05 0.000317584
internal_weight=0 0.531116 4.89974 0.228488 4.67125 4.29268 0.534002 0.289442 3.75868 3.7129 3.59908 3.30624 2.83245 2.04363 0.47379 0.78882 0.216269 0.572551 0.4777 0.372737 0.4734 0.367099 1.83143 1.63996 0.310192 0.186218 0.221167 1.32976 0.491081 0.305486
internal_count=3910 334 3576 129 3447 2784 814 129 1970 1945 1755 1654 1199 1000 455 199 51 148 139 103 326 216 903 778 208 120 84 570 92 63
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=1 0 12 3 40 48 50 2 4 3 1 2 4 48 150 13 43 4 1 1 105 12 128 52 0 4 43 4 2 4
split_gain=0.0978945 0.0995644 0.0749491 0.0979833 0.083034 0.0721891 0.109643 0.111532 0.143665 0.0883697 0.0893912 0.0658162 0.0730994 0.0629628 0.0618877 0.0704626 0.0573398 0.0568111 0.14524 0.0682072 0.0564676 0.0530969 0.0519167 0.0508634 0.0743307 0.0491831 0.0952749 0.0490201 0.0722601 0.0658516
threshold=0.085835000000000009 -0.070894999999999986 -0.071274999999999991 0.16699000000000003 0.34489500000000001 0.086870000000000017 0.11413000000000002 0.082715000000000025 -0.23071499999999998 -0.13927999999999999 0.095575000000000007 0.084065000000000015 -0.0031049999999999997 -0.092094999999999996 0.084800000000000014 -0.10241499999999999 0.26435500000000006 0.0057500000000000008 0.11215000000000001 0.12293500000000002 0.094650000000000012 0.084100000000000022 0.089035000000000017 -0.068164999999999989 -0.14293499999999998 -0.49837999999999999 -0.52334499999999984 -0.39075499999999991 0.10066500000000002 -0.069904999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 5 20 6 7 9 -9 -4 -11 21 -13 -10 15 -14 25 19 -19 -7 22 -1 -2 24 -15 26 -3 -27 -29 -30
right_child=2 16 3 -5 -6 17 -8 8 13 10 -12 12 14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.00029263573211825748 0.00084604442778518467 0.00072907474275629637 0.00063834584956092553 0.00085199058142761044 -0.0012281535881165987 -0.001168315761064571 -0.0012247390423227628 -0.0012261745542097157 -0.00056214536609029014 -0.0011819669033547879 -0.00011587087041160759 -0.0012238555929410301 -7.625256810137405e-05 -0.0002603538104990437 0.00044246852258062163 -0.0012226700123626375 -0.0012357472098346524 0.00041616146295241871 -0.00095173880642406819 5.3390004642696819e-05 -0.0007234334213225953 -0.0012216879305052926 -0.00089976532988026488 0.0010699108691508902 0.0012220437290994999 0.00077427133369906674 -0.00092224394243085189 0.00038675098965462577 0.00058479460687711684 -0.0010040706661324599
leaf_weight=0.18264380382788636 0.42929955154249944 0.07515789894387126 0.18369749646080946 0.18184379600279488 0.039053527405485511 0.21501609755432571 0.093473714594438095 0.064706949493483989 0.055359380698064342 0.14060336195325374 0.6928509542158281 0.28651793200606313 0.15141459395454149 0.12832506999620819 0.09471531711096759 0.16816526543152599 0.05365737111060298 0.295917459508928 0.18904491981083993 0.099264895179658197 0.042667383007938042 0.042397489478389616 0.02690044158953242 0.37132655124150904 0.082639717118581757 0.17931692453566939 0.16796596584026702 0.32227362504090706 0.053896044981229352 0.13808310505100962
leaf_count=116 332 8 53 100 8 89 107 114 17 335 211 1106 48 31 47 355 28 44 42 33 11 116 12 137 34 23 64 74 21 194
internal_value=0 -0.000278841 6.69682e-05 -1.32545e-05 0.000483662 -7.34865e-05 6.10682e-05 0.000130966 0.000504591 -0.000127028 -0.000295721 -0.000566237 -0.00075042 0.000680225 -0.000423002 -0.000679506 -1.01624e-05 -0.000378707 -0.000117065 -0.000782443 0.00061767 7.33911e-06 0.0007431 0.000798339 0.000320335 6.00438e-05 -0.000411765 0.000225432 3.40544e-05 -0.000558014
internal_weight=0 1.91621 3.33199 2.79407 0.537921 2.61223 1.81298 1.71951 0.702358 1.01715 0.833454 0.925854 0.700813 0.637651 0.414295 0.31958 0.990351 0.799243 0.484962 0.314281 0.498867 0.225041 0.4562 0.582291 0.210965 0.936694 0.243124 0.69357 0.514253 0.191979
internal_count=3910 2200 1710 1347 363 1247 1039 932 333 599 546 1788 1556 219 450 403 412 208 86 122 355 232 344 202 65 384 72 312 289 215
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=1 0 52 2 13 4 132 12 133 106 31 47 47 4 128 3 49 1373 50 1375 51 51 4 4 149 131 13 12 13 15
split_gain=0.0194349 0.0279996 0.0297965 0.0329111 0.0373785 0.0316175 0.0195397 0.026446 0.0223352 0.0224882 0.022604 0.0221829 0.0373651 0.032325 0.031079 0.0294522 0.0270539 0.0263524 0.0264646 0.0307575 0.0253894 0.0272799 0.0270057 0.0340471 0.0275459 0.0242683 0.0211463 0.0210301 0.0339143 0.0199704
threshold=0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 -0.083514999999999992 0.0021050000000000005 0.079995000000000011 0.091055000000000011 0.085625000000000021 0.092305000000000012 -1.0000000180025095e-35 0.086425000000000016 0.10783500000000001 -0.23071499999999998 0.086435000000000012 0.16699000000000003 0.093425000000000022 0.09586500000000002 0.11644500000000001 -0.43271999999999994 -0.07742499999999998 -0.088094999999999993 0.0057500000000000008 -0.0010999999999999996 0.11234000000000001 0.097135000000000013 0.25430000000000003 0.092475000000000016 -0.090394999999999989 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 9 10 -2 13 16 -12 17 25 -13 18 19 -15 21 -21 23 29 -24 26 27 28 -14 -22
right_child=6 -3 -4 4 -6 -7 7 -9 -10 -11 11 12 15 14 -16 -17 -18 -19 -20 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011675710155486635 0.0038529658259628817 0.00010785869636554576 -0.0038190861007130613 -0.003816890007268303 -0.0038159961182435997 0.00088710984833984723 0.0036888631385519725 -0.001259701722359738 0.0025387032595153851 -0.0038042095046067811 -0.0028699247056396399 -0.0035284247841505926 0.0033459569451150194 -0.0012802589469591188 -0.0033256607921875866 0.0038180655672356446 0.0010795518322633231 -0.0038221504986991383 -0.0025383729009620559 0.0010430768921834981 0.002010703361092618 -0.0035502287455150571 0.0030545522633089366 -0.0024953747705617909 -0.001196378895803821 0.0027352612911222232 0.0010779349421092411 -0.003827226619906512 -0.0021907608781792324 -0.0017709405423132166
leaf_weight=0.08170261476914209 0.022428094047426961 0.40612081969015912 0.059930306048727289 0.027878233291858012 0.074677195682511521 0.08109215129684344 0.050042971267430292 0.022834796189272311 0.052262818848930581 0.022229350157431216 0.042052143396630992 0.090813527457157761 0.022543525472428882 0.072058948011544555 0.028429647876464514 0.026930360592814395 0.023231568038681871 0.017835980839663534 0.031337672633981128 0.053586095501486852 0.14257299890232344 0.028896462099509801 0.21253784157488553 0.038701380237400329 0.024705257616005838 0.030292415068288392 0.052388757758308202 0.046780153369581967 0.055875450323583209 0.023636746323973057
leaf_count=190 34 412 799 277 430 92 112 47 266 6 129 117 8 14 71 21 20 17 40 60 104 21 232 58 6 18 9 55 63 182
internal_value=0 -0.000559365 -0.00139241 -0.000844336 -0.00173941 -0.000316329 0.000224402 0.00213833 0.000104379 -1.02519e-05 6.72899e-05 -1.24181e-05 -0.000800377 0.00037131 0.000573447 6.8706e-05 -0.00258976 0.000745077 0.000874785 0.00105404 0.00137466 -0.000566115 0.0017367 0.000723427 0.00261188 -0.000417014 -0.00095472 -0.00180527 -0.000599091 0.00147291
internal_weight=0 0.731401 0.325281 0.26535 0.183648 0.10897 1.235 0.0728778 1.16213 1.10986 1.08764 1.06521 0.348856 0.716351 0.674299 0.234811 0.114045 0.645869 0.628033 0.596696 0.524637 0.0824826 0.442154 0.204911 0.237243 0.20788 0.177588 0.125199 0.078419 0.16621
internal_count=3910 2200 1788 989 799 369 1710 159 1551 1285 1279 1245 311 934 805 174 137 734 717 677 663 81 582 344 238 153 135 126 71 286
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=51 131 2 376 367 31 133 132 129 133 13 15 151 16 16 0 1 0 14 3 48 46 15 48 14 1 52 12 15 13
split_gain=0.0198627 0.0281738 0.0244765 0.0227636 0.0285094 0.0268819 0.0252917 0.0215206 0.0296382 0.0245595 0.026035 0.0289776 0.0347744 0.025928 0.0247423 0.0225269 0.0236724 0.0219701 0.0267063 0.0329988 0.0334233 0.029694 0.025387 0.0252771 0.0264578 0.0259987 0.0207795 0.0224272 0.0267091 0.0229977
threshold=-0.40274499999999996 0.10350000000000001 0.16971500000000003 0.048375000000000008 -0.083499999999999977 -1.0000000180025095e-35 0.11253500000000001 0.079995000000000011 1.0000000180025095e-35 -0.26719999999999994 -0.10241499999999999 -0.19153499999999998 -0.083274999999999988 0.27091500000000007 0.41476000000000007 -0.075584999999999986 1.0000000180025095e-35 -0.10575999999999998 -0.074139999999999984 -0.005644999999999999 0.082070000000000018 -0.046924999999999994 -0.089964999999999976 0.12862000000000004 -0.46510999999999997 0.10444500000000001 -1.0000000180025095e-35 0.099680000000000005 0.083935000000000023 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 8 9 -7 11 -11 -13 -14 17 16 -9 23 -19 20 21 -20 -22 24 -12 -26 -23 28 -28 -30
right_child=2 -3 -4 4 -6 6 -8 15 -10 10 14 12 13 -15 -16 -17 -18 18 19 -21 22 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0035984972279395192 0.0036217929471910456 0.0014006202121777344 0.0035976571004896654 -0.0033508428077455269 0.0017949267173682016 -0.0034609773616932457 -0.003323166649421594 -0.0035937160175525287 -0.0035277234546681616 -0.0016772955308370775 -0.0033361083008776648 -0.0024459638767906867 0.0024173052405681321 -0.0012518651107113023 0.0023149498565295311 0.0025987118287732211 0.0013849561593398617 0.0019961480949248845 0.0036053995128387845 -0.0034941661852846816 -0.0020089433887979526 -0.0032467751379318798 0.0024609979177156543 -0.0020659491743000372 -0.00018800210244727949 0.0015837911377113701 -0.0013136295299983165 -0.0030235838389213458 -0.0035927850266755657 0.0024884168156603238
leaf_weight=0.045099972139041822 0.023853810208038229 0.021446057719003875 0.024188508351471572 0.015423444216139615 0.13882773988416364 0.02906887414724213 0.033124594893024439 0.019841765683622725 0.03523709728074198 0.048128507674846333 0.023994195798877627 0.026953037595376372 0.17427431271789728 0.028955397810932482 0.042556640918519295 0.071290824419520393 0.032449299013933341 0.036298367829658229 0.015228676784317718 0.069345645496472264 0.022575266570129315 0.071159611479969298 0.059706179845306906 0.064278323872713372 0.2615360302204397 0.18044170862231113 0.15538604510595655 0.059331107396474181 0.0095475382971688116 0.050036244865055979
leaf_count=130 52 15 93 7 189 171 455 97 204 54 6 20 130 10 118 81 69 38 11 91 114 496 46 34 217 87 264 102 191 318
internal_value=0 -0.00198741 9.75629e-06 -3.8489e-05 0.00128041 -0.000162191 -0.000217883 -0.000153094 -0.000274552 -0.000194322 -0.000126482 0.000856502 0.00138629 0.00189454 -0.000370436 0.00128578 -0.000504193 -0.000476363 -0.000980107 -0.00119098 -0.000830423 -0.0013015 0.0012346 4.48273e-05 0.000335998 0.00053535 -0.00151781 -0.00106928 -0.000529893 0.00151398
internal_weight=0 0.066546 1.82304 1.79885 0.154251 1.6446 1.62075 1.58762 1.46404 1.4288 1.39973 0.278311 0.230183 0.20323 1.12142 0.123582 0.0522911 1.07886 0.548615 0.512316 0.442971 0.360689 0.0822814 0.53025 0.465972 0.441978 0.345461 0.274301 0.21497 0.0595838
internal_count=3910 145 3765 3672 196 3476 3424 2969 2722 2518 2347 214 160 140 2133 247 166 2015 1671 1633 1542 1382 160 344 310 304 1371 875 773 509
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=51 131 2 124 43 16 40 133 42 123 133 132 484 150 454 48 4 2 0 52 48 474 4 52 132 160 50 1374 41 401
split_gain=0.0174919 0.0257018 0.0221428 0.0200376 0.017655 0.0220719 0.019403 0.0261857 0.0257565 0.0374836 0.0432558 0.0227315 0.0202625 0.0460982 0.0231993 0.0223339 0.0333934 0.0259032 0.0263993 0.0225581 0.0296931 0.0303558 0.0262433 0.0178728 0.0312311 0.0251546 0.0250114 0.0222761 0.0250388 0.0250238
threshold=-0.40274499999999996 0.10350000000000001 0.16971500000000003 0.51367000000000018 0.24789500000000006 -0.5152199999999999 -0.083709999999999993 0.048655000000000011 -0.10770999999999999 0.086870000000000017 0.098810000000000023 0.080815000000000012 -0.0043499999999999988 0.097030000000000019 -1.0000000180025095e-35 0.12675000000000003 -0.050159999999999989 0.10274500000000002 0.18055000000000002 0.11262000000000001 -0.086624999999999994 -1.0000000180025095e-35 0.050655000000000006 -0.092854999999999979 0.080815000000000012 -0.092169999999999988 -0.26936999999999994 -0.094679999999999986 0.080335000000000018 0.021890000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -2 11 10 12 -8 13 -10 -14 17 -17 18 23 20 -19 -22 -21 24 26 -25 -16 -27 29 -29
right_child=2 -3 -4 -5 5 -7 8 -9 9 -11 -12 -13 14 -15 15 16 -18 19 -20 22 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.0035272059639578856 -0.00026959874663801451 0.0012535126687485015 0.0035259911887711962 0.0032450273904391248 0.0027477360116906963 -0.0033857481276558243 -0.0031538238816426075 0.0033883694010084812 -0.0029301249757657001 0.003144752995259968 -0.003316153837042134 0.0031291855347298086 -0.002657798863709013 0.0025635017537694602 0.003551495482671019 0.00099450581692187923 -0.003549527581154253 -0.0012752143257087787 -0.002735446692230374 -0.003530665086208873 -0.0032656469997361273 0.0023357922857764847 0.0014791439407630391 -0.0018969123925274432 0.0025716457744740045 -0.0018510962145081814 -0.0027236102101842407 0.00099543417785616178 -0.0024768595067342588 -0.0034428438678866091
leaf_weight=0.040816185753101419 0.049932060279388568 0.021159686916689679 0.021893292843742418 0.022755441386834607 0.0089951312493212754 0.03792177965999588 0.05431886038991196 0.047150856278676656 0.0744693768443766 0.044914118127508007 0.050658342401106782 0.0082148052842967445 0.036444209080400358 0.025378688533237437 0.0087261134758591652 0.035241859193774872 0.046463417669656226 0.03920846144319512 0.041791444360569585 0.025360124814369556 0.012672131545969023 0.22240846476051956 0.026494276802623062 0.05737460771103875 0.022038370734662749 0.045164920671595388 0.08033635338233458 0.5629185917767956 0.029067476922136848 0.016195150329053831
leaf_count=130 48 15 93 11 5 218 168 77 417 128 504 14 49 17 1 21 23 26 11 42 48 290 38 303 16 45 215 712 39 186
internal_value=0 -0.00189498 7.91906e-06 -3.65352e-05 -8.02075e-05 -0.00220981 -2.01247e-05 0.00150699 -0.000114805 -2.27247e-05 -0.000120272 -0.00232845 -5.26766e-06 -0.00153379 0.000111423 0.000190798 -0.00158955 0.000313062 -6.13908e-06 0.00115829 0.00156083 0.00203384 -0.000970974 0.000132652 -0.00118036 0.000337905 -0.00210879 0.000534158 0.000711293 0.000871316
internal_weight=0 0.0619759 1.75451 1.73262 1.70986 0.0469169 1.66294 0.0970829 1.56586 1.50333 1.45841 0.0625337 1.40775 0.0998481 1.30791 1.27146 0.0817053 1.18976 0.863613 0.326143 0.274289 0.235081 0.0518544 0.821822 0.111101 0.710721 0.0890625 0.653346 0.608181 0.579114
internal_count=3910 145 3765 3672 3661 223 3438 125 3313 3131 3003 182 2499 434 2065 2016 44 1972 1528 444 364 338 80 1517 232 1285 216 982 937 898
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=4 11 48 50 403 1212 148 1456 1453 457 51 1373 52 52 12 4 4 52 133 159 14 1 150 403 475 9 16 0 0 49
split_gain=0.0604971 0.0672345 0.0553656 0.0560214 0.0542042 0.0441104 0.0435187 0.0414981 0.042379 0.0422092 0.0458591 0.0490788 0.0454739 0.0576011 0.0532791 0.0528859 0.0529261 0.0438416 0.0446077 0.0459624 0.0482599 0.0428242 0.035787 0.0352246 0.0390441 0.0364241 0.0465243 0.0521562 0.0590964 0.0486198
threshold=0.28937500000000005 0.080455000000000013 0.11930500000000001 0.11901000000000002 -0.092224999999999988 -1.0000000180025095e-35 -0.083019999999999983 -1.0000000180025095e-35 -0.09343499999999999 0.53894500000000012 0.013805000000000001 0.09586500000000002 0.11401500000000002 0.10701500000000001 -1.0000000180025095e-35 -0.49837999999999999 -0.39075499999999991 -0.42985499999999993 -0.10260499999999999 0.10519500000000001 0.082845000000000016 0.076710000000000014 0.10233000000000002 -1.0000000180025095e-35 -0.085719999999999977 0.084755000000000011 -0.008734999999999998 0.13167000000000004 -0.061129999999999997 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 -2 8 -7 10 12 21 13 15 -14 -9 -17 -18 -19 20 23 -12 -3 24 -20 26 27 28 29 -25
right_child=2 22 -4 -5 5 7 -8 9 -10 -11 11 -13 14 -15 -16 16 17 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001401764507557928 -0.00072792314169863493 -0.0014046549259016669 -0.00069756675123209741 -0.00082352260769203117 -0.001402337553082016 0.00074715115291095532 0.00091832324691829383 -0.00099015778271930774 -0.0012576913923045526 -0.0013431531048291624 -0.00090431489029417663 -0.001281429517731243 0.00071469816497806554 0.0012444236630544828 -0.0011466907818434924 0.00098116526265821591 -0.0014023863705589865 -0.0010298265489943814 0.0013102249559025308 -0.0011557999434525746 -0.0014058527437031923 0.00055474346226344552 0.00096339863338971315 -0.00072898605742479174 -0.0010378679536129146 -0.0011049123830051651 0.00061413892328156738 -0.0010906269292409027 0.0012680834982358611 0.0002391645090123693
leaf_weight=0.057447110034901328 0.034457370944437571 0.10579675426470192 0.074692393151053693 0.048072912788484246 0.045069366668032518 0.026573378766443057 0.36534207933436835 0.10756783783836188 0.093143756043902903 0.043200194602832087 0.042266417693553993 0.033515613671625033 0.038700383163813967 0.071370869536622084 0.13653362205195652 0.10583522106753851 0.04513595753405919 0.078328694337417626 0.016678791784215719 0.058798334856874024 0.040006073919357621 0.59103513243826455 0.014192770591762383 0.13453941316038442 0.08293014598439441 0.039254987656022311 0.45801972667094015 0.071735422243364155 0.083343469210376497 0.41688885874373138
leaf_count=444 17 169 38 18 269 31 353 75 329 14 153 17 8 22 237 28 162 230 6 83 21 242 6 40 235 51 269 7 17 319
internal_value=0 -9.72454e-05 0.000418566 0.000604705 -5.50009e-05 -2.79537e-05 0.000776439 -5.95234e-06 -0.00081268 2.9875e-05 5.22371e-05 0.000369971 -5.44627e-05 1.14657e-05 -0.000735604 -3.91347e-05 2.35682e-05 -4.28604e-05 -1.41323e-06 5.60355e-05 0.000109076 0.000457366 -0.00112455 0.000155575 -0.000644697 0.000221794 0.000266516 4.11568e-05 0.000169059 2.95172e-06
internal_weight=0 3.03791 0.522565 0.447872 2.91792 2.86047 0.399799 2.8154 0.119717 2.69569 2.65248 0.666817 1.98567 1.81043 0.175234 1.73906 1.6315 1.52566 1.48052 1.4022 1.3434 0.633302 0.11999 1.30339 0.0996089 1.20378 1.16453 0.706507 0.634772 0.551428
internal_count=3910 3484 426 388 3309 2865 370 2596 360 2236 2222 412 1810 1565 245 1543 1468 1440 1278 1048 965 395 175 944 241 703 652 383 376 359
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=52 2 160 1 11 484 1429 1213 123 150 1375 52 457 484 453 13 49 4 4 0 151 2 403 13 15 41 457 51 8 38
split_gain=0.0716944 0.071925 0.0860404 0.0789542 0.07117 0.0658741 0.0656799 0.0670361 0.0640567 0.0622945 0.0658985 0.0623841 0.059075 0.0506408 0.0532686 0.0529578 0.0563488 0.0719912 0.0624811 0.0734747 0.0611018 0.0545957 0.0662986 0.0464044 0.0456931 0.0429291 0.0492189 0.0872202 0.0578061 0.0450289
threshold=-0.42985499999999993 0.091985000000000011 -0.40446999999999994 1.0000000180025095e-35 0.088630000000000014 -0.0043499999999999988 0.084710000000000021 -1.0000000180025095e-35 0.088610000000000008 0.081245000000000026 -0.43271999999999994 -0.094124999999999986 0.53894500000000012 -1.0000000180025095e-35 0.10963500000000002 -0.5337599999999999 -0.0019649999999999997 -0.49837999999999999 -0.39075499999999991 0.13167000000000004 0.083140000000000006 0.12547000000000003 -1.0000000180025095e-35 0.083175000000000013 -0.24219999999999997 0.081670000000000006 -1.0000000180025095e-35 0.077145000000000005 0.080860000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 8 -5 7 -7 9 13 -11 -12 25 -4 15 -15 20 -18 -19 21 -17 22 -20 -2 -23 26 -9 28 29 -28
right_child=1 2 4 5 -6 6 -8 12 -10 10 11 -13 -14 14 -16 16 17 18 19 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00091570028700786786 -0.00073863482275814249 -0.0010500569467517288 -0.00071178639276448625 -0.0009029605543369152 -0.00080846475653010164 -0.0011999797843931816 0.00099162724542236572 -0.00077218022770813481 0.00096725303999752564 -0.00048754998968457365 -0.00043951936922050452 0.0008820167948042425 -0.0012038760385869511 -0.00092238369981344735 -0.0011308077302651571 -0.00080653853265230885 -0.0004907533647832814 0.0010913716453876045 -0.00087245538595238817 -0.00070261619189255261 0.00047657535662029777 0.00059787925243694673 0.00072985084217550228 0.00022959560692715312 -0.00067644248260567621 -0.00064297897281786933 -1.5779683634068116e-05 0.00077803970923859386 0.0010100898106512035 -0.0012084980393337649
leaf_weight=0.13259460848621518 0.44025414045427202 0.086553201583228989 0.11957117706788434 0.12194916141015699 0.10281585919074121 0.069243066005583276 0.091465304503799305 0.084265768346085346 0.14837071977308358 0.078870506229577586 0.059137968783034012 0.37183706063660782 0.055768574588000663 0.063847421020910455 0.048707604219089151 0.14750890851428344 0.14141124475281752 0.16519622108899124 0.039922371619469765 0.095016094663151307 0.082751423513400368 0.066335330942820292 0.48502364959676403 0.084233433090048493 0.1019841001216264 0.11729751241364272 0.84438420944388781 0.26598886274950928 0.075408834498375654 0.047771287790965289
leaf_count=353 1065 125 157 172 44 134 34 50 128 5 17 154 13 14 11 65 27 20 140 16 18 65 261 66 62 54 494 81 53 12
internal_value=0 -2.45668e-05 0.000119916 -0.000175766 0.000163596 -5.52954e-05 7.29389e-06 -5.04144e-05 0.000208708 0.000154262 0.000516864 0.000700677 2.9763e-06 3.55473e-05 9.77016e-05 0.000140781 0.000192006 0.000305027 0.00042305 0.000282994 -0.00034541 0.000418077 0.000607995 -0.000583136 -0.000174227 4.98745e-05 0.000111545 0.000171913 5.28551e-06 -7.96449e-05
internal_weight=0 4.70289 2.40486 2.29803 2.31831 1.77354 1.65159 1.56013 2.21549 2.06712 0.509846 0.430975 1.49089 1.55728 1.4377 1.389 1.32515 1.09489 0.953478 0.788282 0.23026 0.693265 0.524946 0.524488 0.168319 1.43512 1.31782 1.23355 0.967564 0.892155
internal_count=3910 3557 1329 2228 1204 1097 925 891 1160 1032 176 171 757 856 699 688 674 591 564 544 83 528 401 1131 127 744 690 640 559 506
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=1 3 0 40 123 0 16 132 47 42 4 51 48 15 4 43 51 150 156 3 15 39 16 4 3 0 42 13 42 13
split_gain=0.0835048 0.0794526 0.108302 0.0898138 0.0679755 0.0661964 0.0621272 0.0760017 0.0622271 0.0745088 0.0737969 0.0980376 0.0879201 0.066968 0.0661517 0.0589112 0.0530626 0.0519515 0.0589396 0.0473763 0.0494215 0.0442121 0.0473287 0.042464 0.041918 0.0402078 0.0363557 0.0433414 0.0477439 0.0525567
threshold=0.085835000000000009 0.16699000000000003 -0.18087499999999998 -0.083709999999999993 -0.041524999999999992 -0.070894999999999986 0.070590000000000014 0.079995000000000011 0.09252500000000001 -0.034284999999999989 0.0057500000000000008 0.12342500000000002 0.085875000000000021 0.085595000000000018 -0.0010999999999999996 -0.079109999999999986 0.090935000000000016 0.11456000000000001 0.11896500000000002 0.086245000000000016 -1.0000000180025095e-35 0.16168500000000002 0.67964000000000013 0.26450500000000005 -0.10315499999999998 -0.074249999999999997 0.091955000000000023 -0.5337599999999999 -0.089024999999999979 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=5 3 -3 -2 -5 19 7 8 9 -6 12 16 13 14 15 -11 17 18 -12 -1 -21 22 -8 -19 -10 -26 27 -7 -29 -30
right_child=1 2 -4 4 6 26 21 -9 24 10 11 -13 -14 -15 -16 -17 -18 23 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00092448437984385986 0.00087902222880678767 -0.0009463059929493518 0.0009982040143142819 0.0011711293327653404 -0.0012752190576227613 -0.0012866239907772946 -0.0010160928668383445 0.00077038129425759853 5.7884454214277583e-05 -0.00084259568622795653 0.00066706195533656023 -0.00085964000657685197 -0.0011427336078357697 -0.0012720654106955251 -0.0011242104032218024 0.0006454691938379513 0.0012822191120818326 -0.0011173547465631653 -0.00078913088736377477 -0.00084205154808070953 0.00053921144737433327 0.00054154597752511873 0.00068339757886677708 0.00014950107632944942 -0.0010426990771777115 0.00010275528574686201 -0.00079615331108465366 -0.0010106777176554166 -0.00014575564522696072 0.00077890336024271723
leaf_weight=0.69204517708294566 0.11056728113180803 0.061387687659589574 0.18471882500307391 0.050304004580540407 0.090077202055910743 0.050710278563201427 0.35615406732540567 0.11586728874317476 0.098249232934904285 0.052268885267039877 0.34639946380957554 0.12527679090271704 0.18676092063105898 0.065169215506102773 0.056571043882283956 0.23614556452957913 0.08777807185833808 0.069689474039478227 0.051338280740310438 0.085835266501817387 0.080982572901120875 0.038128032349050045 0.028466488947742619 0.10933793023286853 0.32730158251069952 0.058036435511894413 0.17883330148015375 0.076733103072911035 0.45925707435890217 0.1260138894431293
leaf_count=1743 127 23 158 35 95 4 286 94 18 45 162 17 58 239 36 63 17 7 10 29 16 3 18 45 127 27 166 54 170 18
internal_value=0 -0.000176276 0.000513174 -0.000240067 -0.000288603 -0.000526939 -0.000317987 -0.000227751 -0.000286744 -0.000157438 -8.48314e-05 0.000169524 -0.000421386 -9.29262e-05 0.000129818 0.00037579 0.000363537 0.000223723 0.000479103 -0.000778233 -0.00017151 -0.00076117 -0.00089031 -0.000343644 -0.000681628 -0.00087018 -0.000284856 -0.000156562 -6.99982e-05 5.33314e-05
internal_weight=0 2.90599 0.246107 2.65989 2.54932 1.75041 2.49902 2.07627 1.9604 1.47681 1.38674 0.78982 0.596916 0.410155 0.344985 0.288414 0.664543 0.576765 0.397738 0.858863 0.166818 0.422749 0.384621 0.179027 0.483587 0.385338 0.891548 0.712714 0.662004 0.585271
internal_count=3910 1710 181 1529 1402 2200 1367 1060 966 794 699 258 441 383 144 108 241 224 172 1788 45 307 304 52 172 154 412 246 242 188
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=1 0 2 133 1373 47 9 47 16 3 2 50 128 4 14 48 457 44 106 4 12 15 1 131 156 150 43 1429 130 13
split_gain=0.0194672 0.0260383 0.0206295 0.0280142 0.0188109 0.0219873 0.0255233 0.0284476 0.0268747 0.026358 0.0224463 0.0270457 0.0250701 0.0257605 0.0292709 0.0288095 0.0309871 0.0282481 0.0285071 0.0241837 0.0286922 0.0267048 0.0242106 0.0218451 0.0222734 0.0207571 0.0197344 0.0189252 0.0180263 0.0180929
threshold=0.077800000000000022 -0.084074999999999997 0.079395000000000007 0.084285000000000013 0.09586500000000002 0.086425000000000016 -0.016839999999999997 0.10783500000000001 -0.53943499999999989 0.16699000000000003 0.14808000000000002 0.11644500000000001 0.086165000000000005 -0.23071499999999998 0.073890000000000011 0.12862000000000004 0.53894500000000012 1.0000000180025095e-35 0.092305000000000012 0.015635000000000003 0.084695000000000006 -0.094924999999999995 0.099595000000000017 0.089915000000000009 0.11896500000000002 0.087235000000000021 -0.083094999999999988 0.084845000000000018 -1.0000000180025095e-35 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 -7 8 -8 -9 11 12 13 26 15 16 17 18 19 20 22 -22 25 24 -21 -15 -2 -23 -3 -30
right_child=4 28 3 -5 -6 6 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 23 21 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026341734899504826 0.0027882041954891764 -0.0039735788708284694 -0.0039724429891190485 -0.00066596731841553401 -0.0034374697771920228 0.0040013906907397315 0.0024105590655364127 -0.00042966892407934865 -0.0031394059461542687 0.0039712058985220365 0.0039714874214280748 -0.0033898226631177684 -0.0032079310641476276 0.0019139226605338112 -0.0020391291338812058 -0.001453005305098089 -0.0034380791180190786 -0.0038125317846714421 -0.0026039333426961624 0.0037804206840240107 0.0032724944653624768 -0.0037084251279210804 0.0039706761130828879 -0.00094509124157030066 -0.0011321200474549416 -0.0009859072707967759 -0.0032709534940206682 0.0034709619872922409 -0.0039823428499796767 0.00020788118490916918
leaf_weight=0.014193665056154603 0.010748276681624702 0.018407745185072599 0.082132505213735385 0.079011773661591178 0.021836368464391742 0.018476955687219743 0.015885845896264073 0.2056136480200621 0.10021368638308559 0.023871598823461682 0.030422788822306757 0.027110972299169589 0.025759540726539853 0.14828434285118408 0.047542468321807974 0.059318869301932864 0.019759834016440436 0.014711155292388867 0.022660275530142826 0.17798123660895726 0.015943137084832304 0.039914457064924247 0.063081346562285034 0.02027255670464001 0.015792055237398017 0.052539384007104672 0.039469377635668823 0.0067456862961989819 0.016886996105313301 0.39516001879235341
leaf_count=14 18 76 570 440 28 12 6 189 150 21 117 77 102 93 82 20 15 24 19 254 9 292 124 48 6 15 155 9 4 921
internal_value=0 -0.000659872 -0.00194765 -0.00235122 0.000209037 0.000275275 -0.00053818 -0.000780892 -0.00238001 2.81205e-05 0.000628649 0.000502728 0.000637933 0.00076919 0.000964721 0.00118209 0.00144361 0.00161052 0.00175217 0.00193478 0.00125586 -0.001157 0.00182824 0.00297042 0.00338006 0.00115527 -0.00197409 -0.0026705 -0.000135318 3.61525e-05
internal_weight=0 0.605793 0.175338 0.161144 1.22396 1.20212 0.364062 0.345585 0.1161 0.229485 0.838058 0.807635 0.780524 0.754764 0.704547 0.657004 0.597685 0.577926 0.563214 0.540554 0.326508 0.0626033 0.263905 0.214046 0.193773 0.200824 0.0502177 0.0466601 0.430455 0.412047
internal_count=3910 2025 1024 1010 1885 1857 378 366 156 210 1479 1362 1285 1183 1010 928 908 893 869 850 542 310 232 308 260 108 173 301 1001 925
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=1 0 2 13 3 39 48 4 2 3 52 51 122 106 0 9 50 3 4 52 43 2 4 51 160 160 3 49 15 15
split_gain=0.103424 0.138374 0.0677914 0.0727127 0.0671594 0.0812007 0.0807892 0.0915825 0.104328 0.0956237 0.0768219 0.0759669 0.0752873 0.0812706 0.073282 0.0640898 0.0589467 0.0531129 0.0520894 0.0926264 0.053392 0.0572968 0.0539462 0.0503617 0.0495953 0.069664 0.048624 0.0594515 0.0789943 0.0457764
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.26418499999999995 0.16699000000000003 0.005105000000000001 0.12675000000000003 -0.23071499999999998 0.089910000000000004 -0.10628499999999998 0.024145000000000003 -0.40274499999999996 0.09197000000000001 0.092305000000000012 -0.18087499999999998 -0.016839999999999997 0.088865000000000013 -0.084129999999999996 -0.49837999999999999 0.10433000000000002 -0.078454999999999983 0.10113500000000002 -0.072674999999999976 -1.0000000180025095e-35 0.084835000000000008 0.087260000000000018 0.082730000000000012 -0.073619999999999977 -0.095799999999999982 0.18599000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 5 6 7 -2 9 -9 -8 -7 13 -13 -6 -11 26 -1 19 -3 23 -22 -23 -20 -5 -26 -10 -28 -29 -17
right_child=4 18 3 24 14 11 10 8 16 15 -12 12 -14 -15 -16 29 -18 -19 20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00090848616607787965 -0.001272947348845382 -0.0012792411699157175 0.00023716996355536697 -0.0012241661111889008 -0.00074713243944575145 -0.0012762603974152725 -0.0012837628644078354 0.00042063226445230803 0.00095936204999963459 0.0013021005477755585 0.00014320972977425919 0.00091388500321816328 -0.0011680679836333513 -0.00065189424598845734 0.0010263840828990439 -0.00061271752439381031 -0.00071053318788601941 0.00038865724379367285 -0.00040031355949754 0.00028862260621844593 0.00035157439349937621 6.2717636437704461e-05 -0.0012989824755825132 0.00086930508666337083 0.0002762950294183076 -0.0012708324797169716 -0.00043018842993310233 -1.0653054687290908e-05 0.0011571377907496347 0.00083189960259801726
leaf_weight=0.075626086178090191 0.08537890581283214 0.11591606739966664 0.089627627487061323 0.42784215289793814 0.045578602206660435 0.037730430136434734 0.16063718864461396 0.2813629428255815 0.25244946237944532 0.032012214709540077 0.097538101079408079 0.42727430529339461 0.036577858641976491 0.060928079365112353 0.21087977638671862 0.6472202738423205 0.070210128304097452 0.15454559175486771 0.062902246023440966 0.12704860173107591 0.22423070389049826 0.096353448754598503 0.09100140003283741 0.25002468119419063 0.10071384914044756 0.087485989663036889 0.13859707152732881 0.19675744112464599 0.17700237565441057 0.037319432478398085
leaf_count=164 137 56 14 1326 23 10 51 81 110 3 15 305 6 20 158 657 27 68 52 19 55 20 149 61 24 192 24 33 46 4
internal_value=0 -0.000287533 -0.000635243 -0.000830199 9.05555e-05 3.24442e-05 -7.85749e-05 1.10693e-05 7.08795e-05 -0.000205913 -0.000744656 0.000462003 0.00058698 0.000718474 0.000711189 -0.000451934 0.00040167 -3.75372e-05 4.88065e-05 -0.00045939 0.00021923 -8.09853e-05 -0.000598683 0.000614096 -0.00098549 -0.000442898 0.000503772 0.000279292 0.000542381 -0.000533961
internal_weight=0 1.90332 0.935841 0.70567 2.99545 2.739 2.17649 1.91831 1.83293 0.997915 0.258175 0.562511 0.52478 0.488202 0.256458 0.716552 0.835016 0.230172 0.967477 0.242965 0.724512 0.411586 0.187355 0.312927 0.616042 0.1882 0.764806 0.512357 0.37376 0.68454
internal_count=3910 2200 1788 1556 1710 1529 1188 1122 985 745 66 341 331 325 181 664 240 232 412 75 337 224 169 113 1542 216 213 103 79 661
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=1213 475 158 1 44 14 47 3 146 0 47 52 123 456 42 159 1 160 43 13 47 42 13 4 49 151 34 4 52 484
split_gain=0.0179648 0.0195153 0.0178328 0.0203228 0.0227177 0.0201102 0.0202798 0.0186813 0.0178599 0.0251609 0.0244278 0.0297668 0.0178262 0.0237123 0.0214976 0.0327446 0.0239127 0.0214295 0.0232585 0.0179533 0.0233507 0.0224197 0.0251689 0.0271321 0.0232356 0.0379839 0.0232832 0.0224459 0.0264133 0.0256036
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.11136500000000001 0.11561500000000001 1.0000000180025095e-35 0.088250000000000009 0.11669500000000001 0.30601500000000009 0.11615000000000002 -0.017269999999999997 0.13177500000000003 0.12897500000000003 1.0000000180025095e-35 0.087055000000000007 -1.0000000180025095e-35 0.079875000000000015 1.0000000180025095e-35 -0.098319999999999991 -0.15426499999999996 -0.5337599999999999 0.097435000000000008 0.091955000000000023 0.41346500000000003 0.15045000000000003 -0.085974999999999982 0.079335000000000017 -0.0011599999999999998 -0.51381999999999983 -0.010284999999999997 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 12 9 10 -5 -12 13 14 15 -2 -17 18 -16 -19 21 24 23 -23 25 -21 -26 -28 29 -29
right_child=2 -3 -4 8 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 17 16 -18 19 -20 20 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0031938774432779277 -0.0026575756462297873 -0.0025500026985641436 -0.0026146996860096135 0.0011211432146494803 -0.0031139793729710397 -0.0031938506615508872 -0.0026948327383187758 0.0031925619921975954 -0.0024308828401641992 0.0030732315211404841 -0.0027904249270541055 0.0010618550289382773 0.0011660053991789686 -0.0029487487282949913 0.0016449180715692377 -0.0031895883556498162 0.0029728954753734456 -0.003201611284735438 -0.0030076938338068765 -0.0029724612488014625 0.0021689008425551494 -0.0030577679913925083 0.0032232730828644597 0.0011408082286881488 -0.0022355837795721067 0.0009299490123018155 -0.003199669361030211 -0.003197815250953074 0.0013135459687474537 0.00028949478564311556
leaf_weight=0.0068578727077692738 0.071091147682635802 0.048819419577398659 0.026170100019044074 0.20559770061254312 0.025603585832868592 0.020783097700359465 0.028463130338877707 0.018665660863916744 0.01736360922222957 0.046071794803537958 0.042447300940693822 0.039242232473043259 0.11685068037058943 0.029786122182258512 0.014673025121737737 0.0089049320158665068 0.022766273285924399 0.01563696059747488 0.042733865275407679 0.05389483907037973 0.059935610378943238 0.060679545257926293 0.010708079673349857 0.021082911734993104 0.030346202474902051 0.04788275380315099 0.015273228228578573 0.023189537126767745 0.34469254591500176 0.27769922664742752
leaf_count=4 563 588 128 348 40 55 70 30 6 108 22 20 156 155 12 72 28 6 256 51 48 317 1 15 35 43 21 109 268 335
internal_value=0 -0.00184252 -2.64048e-06 3.72866e-05 -0.000139033 -8.20087e-05 -3.28255e-05 2.60703e-05 0.000721677 0.000885884 0.000535102 -0.000939857 -2.05485e-05 -0.000141011 -6.64193e-05 -0.00145629 0.0012402 7.38223e-05 -0.0018185 0.000186861 0.000242907 0.000112538 -0.00137317 -0.00197514 0.000285788 -0.00113652 0.000495218 0.000620616 0.000710997 2.07273e-05
internal_weight=0 0.0556773 1.73824 1.71207 1.36134 1.33574 1.31496 1.28649 0.350723 0.333359 0.287287 0.0816895 1.26783 1.15098 1.12119 0.102762 0.0316712 1.01843 0.0574069 0.961021 0.945384 0.885449 0.0924705 0.0817625 0.792978 0.101778 0.691201 0.660855 0.645581 0.300889
internal_count=3910 592 3318 3190 2686 2646 2591 2521 504 498 390 42 2491 2335 2180 663 100 1517 268 1249 1243 1195 333 332 862 94 768 733 712 444
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=1 0 1373 150 31 1374 106 12 16 15 474 50 3 12 12 160 484 4 52 2 11 2 156 403 2 4 38 15 0 150
split_gain=0.0908762 0.102068 0.0761091 0.0759124 0.0801936 0.0701926 0.0715332 0.0709743 0.0693857 0.0658834 0.0668317 0.0834676 0.0625141 0.060229 0.0715004 0.0626057 0.0601348 0.0569516 0.0749621 0.0558093 0.0552482 0.0545832 0.0527811 0.0549929 0.0496482 0.113852 0.0495189 0.0478709 0.0436161 0.0675196
threshold=0.085835000000000009 -0.070894999999999986 0.09586500000000002 0.075065000000000007 -1.0000000180025095e-35 -0.094679999999999986 0.092305000000000012 0.087020000000000014 -0.4387299999999999 -0.26361999999999991 -1.0000000180025095e-35 0.11843500000000001 0.086245000000000016 0.085775000000000004 0.085185000000000025 0.084835000000000008 -0.0043499999999999988 -0.49837999999999999 0.10433000000000002 0.084065000000000015 0.08776500000000001 0.08400500000000001 0.096585000000000018 -1.0000000180025095e-35 0.10113500000000002 -0.069904999999999981 0.13905500000000001 -1.0000000180025095e-35 -0.23821499999999998 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 -5 7 -7 -9 10 -6 -12 13 14 19 -16 -11 18 -3 21 22 -1 23 -18 -19 -26 -27 -14 -25 -30
right_child=2 17 -4 5 9 6 -8 8 -10 16 11 -13 27 -15 15 -17 20 24 -20 -21 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.00063041000254574885 0.0013625001929661825 -0.0014409653265991097 -0.0012606533348994025 -0.00037729039888910443 -0.0014682722182346407 0.001115600447380909 -0.00075451278226274139 0.00076172940321458471 -0.00094153800606588674 -0.0011857340750093888 0.0011094290481011735 -0.00081700636623975034 -0.0006840381032151815 -0.0014312542832667498 -0.0014320837032122406 0.001304456333110784 -0.0013388783288427462 0.00057892454536522062 0.00024687819183202717 -0.0013391319876400144 -0.0012856815863115725 0.0014638939905872554 -0.0012930331825203906 -0.00099558710844752465 0.00059893740988543008 -0.0014482603321865056 0.0014479150348281546 0.00085649794678096755 0.001066189515418673 1.0785120342876144e-05
leaf_weight=0.12012312711249229 0.081882848098758676 0.1100655533009558 0.082289537822361924 0.16060036295675673 0.031374222977319732 0.46270568131876633 0.06592257070587948 0.12718944545486011 0.07916140666930005 0.11674402889002622 0.2310564948202235 0.057253970255260356 0.07908325943571981 0.2439669623181544 0.02300025994918542 0.06598762770590838 0.059340776564568709 0.36850569113448728 0.10479313176620053 0.19694550162330415 0.078730702696702681 0.032192187289183494 0.067051724596239981 0.074185897799907585 0.16413226606528042 0.12340767327805224 0.01334671676158905 0.085794432990951464 0.13980944147624597 1.0709199912525906
leaf_count=132 74 56 26 28 4 218 13 26 52 142 208 20 29 1103 87 11 173 87 19 404 86 6 69 22 34 215 1 16 46 503
internal_value=0 -0.000317371 9.39289e-05 0.000132314 -2.18995e-05 0.00047814 0.000665061 0.000804932 0.000108313 -8.07423e-05 0.000511435 0.000726869 -0.000671696 -0.000862449 -0.000545802 0.000597156 -0.000198562 2.20649e-05 -0.000617753 -0.000837016 -0.000121217 -0.000187774 -5.62566e-05 5.43405e-06 0.000227431 -0.000203055 -0.0011656 0.000117583 6.75179e-05 0.000132658
internal_weight=0 1.73134 2.98622 2.90393 2.00835 0.895579 0.734979 0.669057 0.206351 1.92647 0.319685 0.28831 0.847093 0.682216 0.438249 0.0889879 1.60678 0.884251 0.214859 0.349261 1.49004 0.152315 1.41131 1.34426 0.669392 0.300887 0.136754 0.164878 1.28492 1.21073
internal_count=3910 2200 1710 1684 1347 337 309 296 78 1273 232 228 1788 1743 640 98 1041 412 75 542 899 138 813 744 337 250 216 45 571 549
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=1 0 52 42 49 52 160 3 133 1446 151 132 16 2 1373 52 133 457 49 44 3 4 2 3 1 2 122 105 2 9
split_gain=0.0170154 0.0243744 0.0280817 0.0258174 0.0266687 0.0235457 0.0207983 0.0184609 0.0184701 0.0180949 0.0182359 0.0210876 0.025655 0.0181152 0.0165136 0.0160542 0.0159988 0.0160422 0.0168348 0.0242523 0.023396 0.0225872 0.0219042 0.0294636 0.0233666 0.0229372 0.0200951 0.0191338 0.0190642 0.0170022
threshold=0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085330000000000003 -0.084114999999999981 -0.10201499999999998 -0.082969999999999988 -0.084129999999999996 -1.0000000180025095e-35 0.091520000000000018 -0.52174999999999983 0.079995000000000011 0.099280000000000021 0.14808000000000002 0.09586500000000002 -0.082174999999999984 -0.26719999999999994 0.53894500000000012 0.10960000000000002 0.081835000000000019 0.16699000000000003 -0.23071499999999998 0.082715000000000025 0.11818000000000002 0.095575000000000007 0.113945 0.089350000000000013 0.078475000000000017 -0.13811499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -9 10 -2 13 -13 14 16 -8 -12 18 19 20 21 -18 24 -24 28 -25 27 29 -23 -26
right_child=9 -3 -4 -5 5 6 7 8 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0034587992876736868 -0.0028028908865716778 8.5300895361879676e-05 -0.0034588589473718754 -0.0034542349764864833 -0.0034539551169751408 -0.0034553404675658258 0.0023807314065460981 -0.0019087563605271576 0.0022762258245573475 -0.0033565368873648897 -0.0032276029247181844 0.0033099717824463981 -0.003369239061576938 0.0026662539457007243 -0.0029202498436824683 -0.0026882226599122304 -0.0026060909156651198 -0.0029237247464258065 0.0019060421450860095 -0.0029970713042869151 0.0029266212662986393 0.0029433394584455512 0.0014002941125938536 0.00091004288583986035 0.0032022917987733854 -0.0025609621376195099 -0.0034631975947803945 -0.0024675897959394936 -0.0032471119626619918 0.00025750618276066225
leaf_weight=0.02691077345184556 0.022676258140563621 0.37801447540141475 0.055156452372557396 0.035277397416962231 0.018527721352597726 0.013412529375614102 0.010703911715609138 0.014451339756760606 0.096026309208128158 0.016744560544338927 0.016060524979593316 0.048761340091459715 0.0079689965823490638 0.034469673983949178 0.020821139553845569 0.024421455219680754 0.03381867876214506 0.018622341536683962 0.072594966637552716 0.027784230624092743 0.037976420245286135 0.0067977596991111158 0.28629172355431365 0.044553275893122191 0.026027699612313882 0.046180917677702382 0.018366607531788759 0.02756638568098424 0.046171453656143502 0.22723279712727162
leaf_count=41 27 412 799 351 152 120 29 75 88 62 58 132 18 104 26 133 148 13 70 21 73 10 231 19 75 22 8 11 341 241
internal_value=0 -0.000494843 -0.00123853 -0.00072768 -0.000257229 0.000228043 0.000657052 0.00103587 0.0017288 0.000203402 0.000259074 0.000325323 0.00237173 0.000208215 0.000119668 -0.00114354 0.000187287 0.000246902 0.000312408 0.000172815 0.000282771 0.000151181 0.00027906 0.000857157 -0.000339852 -0.000856592 3.42e-05 0.000262936 -0.00245267 0.000560143
internal_weight=0 0.672902 0.294888 0.239731 0.204454 0.177543 0.159016 0.145603 0.110478 1.08749 1.07074 1.04807 0.0567303 0.991337 0.956867 0.0351254 0.936046 0.919985 0.901363 0.828768 0.800984 0.763007 0.729189 0.377026 0.352163 0.0907342 0.299193 0.280827 0.0529692 0.25326
internal_count=3910 2200 1788 989 638 597 445 325 163 1710 1648 1621 150 1471 1367 162 1341 1283 1270 1200 1179 1106 958 272 686 41 335 327 351 316
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=4 12 48 50 11 484 150 2 403 3 48 0 3 16 4 40 457 52 133 16 2 44 2 2 13 0 16 124 0 49
split_gain=0.0726034 0.0689205 0.0687479 0.072405 0.0616723 0.0579691 0.0629546 0.0542347 0.0515545 0.0492713 0.0575826 0.0546448 0.0667684 0.0615422 0.059982 0.0594925 0.0563963 0.0644543 0.0725823 0.0505259 0.0435422 0.0434806 0.0429757 0.0699915 0.0881986 0.0441164 0.0543613 0.049172 0.0422185 0.0391695
threshold=0.28937500000000005 -0.041094999999999993 0.11930500000000001 0.11901000000000002 0.080455000000000013 -0.0043499999999999988 0.097030000000000019 -0.13811499999999996 -0.088854999999999976 -0.12008499999999998 0.082070000000000018 -0.10575999999999998 0.24227500000000002 -0.094359999999999986 -0.034289999999999994 -0.083709999999999993 0.097330000000000014 0.085520000000000013 -1.0000000180025095e-35 -0.006474999999999999 0.11680500000000001 0.13998500000000003 0.10362500000000001 0.097940000000000013 -0.089899999999999994 -0.089879999999999974 -0.17157499999999998 -0.086944999999999981 -0.089539999999999995 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 20 5 6 -1 -7 -9 10 19 13 15 16 -15 -13 17 18 -11 -10 -3 22 23 25 -25 -17 -27 -28 -29 -16
right_child=1 2 -4 -5 -6 7 -8 8 9 11 -12 12 -14 14 29 21 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.001273323496454168 0.0013755172845836797 0.00012851967813020727 -0.0011737968864957643 -0.0013819087797668902 -0.0012293450837280043 0.0013769984243423915 0.00060649078968227487 -0.001245981974660638 -0.00073346870738988357 -0.0010772619365904848 0.0011461678721435852 0.00054669232565408322 0.0013765555362330179 -0.00073515525613373611 -0.00052932525145990431 -0.0012054314285268131 -0.0013983981129313124 -0.0010272460072783087 0.00033322718722605076 0.00040535282087470918 0.0012563686639780467 0.0014009925317035495 -0.0011668908434113768 0.0013154300679810449 -0.00063256239127921663 0.00096673217606937261 0.0013776877051420321 0.0011697365771651674 -0.00073015195358486901 0.00066576031395579858
leaf_weight=0.2199688450546099 0.072309421027966891 0.29432619008730387 0.086282927557476796 0.050036613654810935 0.16141447286281607 0.035422507004114645 0.039626625235541724 0.11206189021959456 0.13751955284169526 0.087193476472748443 0.086885905315284617 0.086094563870576457 0.034151295894844114 0.095686152737471275 0.061334841069765389 0.23517220538906358 0.092720020213164389 0.14566420314804418 0.32527724801911972 0.15754825422482266 0.082626705498114461 0.019676195457577594 0.25466621008126811 0.080274006060790271 0.096430046172827022 0.04325115869869578 0.022682558657836194 0.022721866980647154 0.73943460542521922 0.32869884783940662
leaf_count=559 192 98 29 13 175 25 19 452 43 49 22 61 34 33 19 254 13 46 53 42 94 1 247 10 81 7 11 5 1102 121
internal_value=0 0.000120691 -5.60879e-05 0.000169771 -0.000399357 -0.000361726 -0.000986374 -0.000312596 -0.000330926 -0.000298405 0.000163848 -0.000362118 -0.000522876 -0.000130926 0.000238871 -0.000563408 -0.000406898 -0.000242185 3.50595e-05 -0.000125407 0.00037574 -0.000626522 -0.000653213 -0.000547714 0.000252381 -0.000680682 -0.000531656 -0.00061423 -0.000673511 0.000477827
internal_weight=0 0.585582 0.513272 0.42699 3.72158 3.56016 0.259595 3.30057 3.26515 3.15308 0.381954 2.77113 1.63455 1.13657 0.48572 1.6004 0.650855 0.558135 0.412471 0.295068 0.376953 1.51431 1.49463 1.23997 0.176704 1.06326 0.82809 0.784839 0.762156 0.390034
internal_count=3910 426 234 205 3484 3309 578 2731 2706 2254 107 2147 1813 334 173 1779 161 148 102 85 192 1718 1717 1470 91 1379 1125 1118 1107 140
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=1213 475 49 1456 151 11 151 1 2 133 3 2 16 456 2 0 11 52 52 4 4 12 2 15 52 3 49 49 2 15
split_gain=0.016007 0.0173925 0.0173812 0.0168999 0.0204141 0.0166799 0.0169952 0.0184378 0.0193755 0.0190527 0.0181715 0.0337981 0.0213021 0.0208913 0.0209324 0.0297466 0.0199187 0.018101 0.0284495 0.0325034 0.0323849 0.0210259 0.0270919 0.0208845 0.0193665 0.0228149 0.019408 0.0228059 0.0284546 0.0242814
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.083359999999999976 -1.0000000180025095e-35 -0.035524999999999994 0.10553000000000001 -0.52174999999999983 0.099595000000000017 0.14472000000000004 0.10681500000000001 0.090325000000000003 1.0000000180025095e-35 0.050115000000000007 0.090170000000000014 0.113945 -0.14136999999999997 0.088315000000000018 0.11401500000000002 0.10062000000000001 -0.49837999999999999 -0.084009999999999987 0.080120000000000011 0.08400500000000001 -0.035939999999999993 0.098910000000000012 -0.16059999999999997 -0.088329999999999978 0.090775000000000008 0.086915000000000006 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 -5 9 10 17 11 -9 13 14 -12 -16 -13 18 19 -8 21 -21 -23 -19 25 -22 -27 28 -28 -30
right_child=3 2 -4 5 -6 -7 7 8 -10 -11 12 16 -14 -15 15 -17 -18 23 -20 20 24 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0032572451654764994 0.00059507853276009231 0.0031177002207339777 -0.0032559701490858348 -0.0026212350067421042 -0.003256943242368613 -0.0025298693810252662 -0.00312562815385482 0.00027202581551048012 0.0028512736923925501 -0.0024046822418471534 0.0017917466912570103 0.0030740030966372694 -0.0018390751261308431 -0.0024953798142435448 -0.0015317593014806253 0.0024347835344891875 -0.0014660701021714754 0.00069183206269834692 0.0020405572570544009 0.0027035333099630758 0.002695566221632556 -0.0032640509889103452 0.0010738367701731092 -0.0032611686070773884 -0.0033132169957889503 -0.0023928783485932252 -0.0010544913485199922 -0.0028816085997839577 -0.0016335035172184032 0.0011819387891094492
leaf_weight=0.0062078856863081447 0.024386104401628472 0.0050936935185745815 0.04054855257129486 0.024081032815502001 0.036079149384931841 0.026122273035070864 0.036400346599293254 0.24868021309521282 0.03641370250034015 0.038604307734885879 0.090103639567132632 0.085717337693949958 0.064963510036250227 0.025130440779321361 0.069104160806091386 0.028139037465734873 0.011604261231923374 0.022546588283375968 0.069971022317076859 0.064706185455178922 0.026385896926512498 0.018127132624158548 0.095188528016365126 0.037891057920660387 0.022789352768086246 0.047094664507767003 0.15780538516946918 0.030953438219512464 0.038665429641241644 0.19988052141741264
leaf_count=4 40 4 584 65 292 35 69 287 147 386 79 191 59 17 49 29 56 110 44 44 17 50 111 145 5 73 376 185 45 312
internal_value=0 -0.00185002 -0.00254467 -1.5335e-05 -0.00170339 4.77847e-05 9.0108e-05 0.000131778 0.000545387 -0.000169125 0.000410706 0.000907886 -0.000209336 0.000288946 0.000662431 -0.00038397 0.00253266 -6.9745e-05 5.86703e-05 -0.000129237 2.62227e-05 0.00122448 0.000379904 -0.00178648 -0.0003812 -0.000247772 -0.000411479 -0.000193103 1.68588e-05 0.000725589
internal_weight=0 0.0518501 0.0456422 1.67753 0.0604653 1.61707 1.59095 1.56687 0.659856 0.90701 0.623443 0.346002 0.277441 0.212477 0.187347 0.0972432 0.0973216 0.868406 0.807968 0.737997 0.701597 0.178022 0.113316 0.0604376 0.523575 0.500785 0.474399 0.427305 0.396351 0.238546
internal_count=3910 592 588 3318 332 2986 2951 2886 914 1972 767 534 233 174 157 78 247 1586 1331 1287 1218 205 161 255 1013 1008 991 918 733 357
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=158 52 133 1 13 38 14 49 52 52 4 0 43 3 42 0 9 14 2 43 43 47 52 1 3 0 12 48 13 13
split_gain=0.015733 0.0160944 0.0193413 0.0170038 0.0278356 0.0257521 0.0217314 0.0213947 0.0168498 0.0221471 0.0283883 0.0210711 0.0254039 0.0262319 0.0283035 0.0214025 0.0286795 0.0258832 0.0232354 0.0249496 0.0209617 0.0287828 0.0192531 0.0558018 0.0216351 0.0181014 0.0231581 0.0180784 0.0177631 0.0174986
threshold=0.11136500000000001 -0.42985499999999993 -0.26719999999999994 0.11327500000000001 -0.0024749999999999993 0.13790500000000003 0.083835000000000007 0.27772500000000006 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -0.076099999999999987 0.083940000000000015 -0.0026499999999999996 0.09901500000000002 -0.10575999999999998 -0.016839999999999997 -0.13131999999999996 0.08400500000000001 -0.089949999999999988 -0.066289999999999988 0.093315000000000023 -0.010284999999999997 0.076710000000000014 0.090325000000000003 -0.092299999999999979 0.085325000000000012 -0.085099999999999995 -0.098524999999999988 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 7 8 -5 9 10 -4 15 13 14 -13 17 -17 -12 27 -20 -19 22 24 -24 -22 -21 -27 -18 -28 -10
right_child=-2 2 3 4 -6 -7 -8 -9 29 -11 11 12 -14 -15 -16 16 18 20 19 25 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0023896113478731923 -0.0030208116426064646 -0.0031873734060753195 -0.002507638720174185 0.0030544123722949981 1.7555190361946852e-05 -0.0037476187217305337 -0.0037423275469267801 -0.0036139953323587838 -0.0033481522340213774 0.002898736075215385 -0.0034605128182511398 0.0027641638241441592 -0.00055502113158549039 -0.0011081315125003415 -0.0031280568342710357 0.0037683943368790342 0.0037457847193998273 0.0024145461146972864 -0.0037400652869116861 -0.0029051420127853386 -0.0017845306178425346 -0.0026243744131528276 -0.0022741917003533179 0.0032207162441629639 0.00077452282265506238 0.0025765418349452882 0.0037578347123821817 -0.0036804061989815871 -0.0037384219043860244 -0.00034139920567658898
leaf_weight=0.039429043799941499 0.024947364556851537 0.025716103340414409 0.060219698349100459 0.11210593558462278 0.23166584008231428 0.0094623650657013059 0.022835423489141138 0.007142140340874902 0.04171688898031789 0.037641145877728266 0.025205067751812749 0.15577183189259358 0.10527853203529958 0.037862610939556784 0.012273316379491916 0.014965443071559559 0.0048867634031921616 0.063569282878233935 0.027032075887404194 0.019189394308113283 0.076779677301601623 0.047431077931832988 0.036269952850488285 0.089269918033096474 0.11539955305852345 0.051151531350002832 0.0058567197993389932 0.07166060801876073 0.017875194303315634 0.076629031839843154
leaf_count=353 158 220 83 319 191 6 56 7 105 42 16 200 30 27 125 6 2 109 205 116 45 26 44 70 44 178 1 393 377 356
internal_value=0 -3.1721e-05 2.6281e-05 7.86811e-05 0.000791427 0.00218432 -0.000132416 0.00265502 -6.33723e-05 8.38361e-05 -1.82461e-05 0.000135079 0.000937698 0.00170091 0.00233382 -0.000239637 -0.00121773 0.000218503 -0.00159526 -0.000576954 0.000434798 9.01417e-05 0.000495381 0.00163317 -0.000247873 0.000331974 0.00116151 -0.00320632 -0.00188845 -0.00140128
internal_weight=0 1.64229 1.60286 1.57715 0.360376 0.12871 1.21677 0.119248 1.19394 1.07559 1.03795 0.977729 0.311186 0.205908 0.168045 0.666542 0.212618 0.453925 0.197652 0.121105 0.428719 0.36515 0.317719 0.12554 0.192179 0.0940728 0.0748834 0.0765474 0.0237319 0.118346
internal_count=3910 3752 3399 3179 523 332 2656 326 2600 2139 2097 2014 382 352 325 1632 1278 354 1272 877 338 229 203 114 89 672 556 395 378 461
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=156 1213 475 49 1373 1365 15 403 481 11 1455 1426 4 133 156 3 484 1 1 14 150 1374 457 12 484 12 15 0 43 43
split_gain=0.0152418 0.0155187 0.015679 0.0148205 0.014795 0.0148048 0.0158559 0.017106 0.0170544 0.015424 0.0154789 0.0143973 0.014091 0.0158975 0.0153626 0.0153014 0.0139004 0.0141661 0.0301649 0.021257 0.0204349 0.030923 0.0248234 0.0223022 0.0214991 0.0200323 0.0299709 0.0197345 0.0180517 0.022379
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083359999999999976 0.099250000000000019 1.0000000180025095e-35 -0.46970499999999993 -0.084084999999999979 1.0000000180025095e-35 0.11495000000000001 -0.073559999999999987 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 0.10691500000000002 -0.5217799999999998 -0.47092499999999993 0.11368000000000002 0.11215000000000001 0.083835000000000007 0.12082500000000002 -0.095439999999999983 0.087555000000000008 0.099370000000000014 -0.0043499999999999988 0.097345000000000015 0.099325000000000011 -0.23029999999999998 -0.073684999999999987 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -12 13 15 16 -13 -15 18 19 20 21 -18 23 24 -23 26 27 -26 -29 -30
right_child=1 4 3 -5 -6 -7 7 8 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0038902816997405608 0.0038920061252288576 0.0037601511119463677 0.0036888447177510233 -0.003890913248751772 -0.0033045783978833294 -0.0024819424483921776 -0.003281604812193333 -0.0038925901083972912 -0.0038956246620607989 -0.0038966504028433383 -0.0039144174870235611 0.0039043817730741773 0.0029779511486491676 -0.0039012966616891282 -0.003317088061342482 -0.0038913832139663945 -0.0036285972836585991 0.0011699582770076202 -0.0027766983099849311 -0.0038922941718805919 0.0027665720937290533 -0.0032973784725631944 0.0027599231243325096 -0.0017170471022594277 0.0028796156119572989 0.0038050222267601653 -0.0036273410399568287 0.0011177905995935005 -0.0030564138545249113 0.00013546972395487493
leaf_weight=0.015663521506667277 0.0055275890044867984 0.017960259790015143 0.0043620708565867963 0.036524834421641006 0.019848259546051739 0.033508089445376643 0.022436158695427255 0.013674900708565363 0.015659980778082061 0.013866588924429268 0.0123554185627196 0.0045290985144674769 0.029053889792067022 0.011506710989351077 0.017469314172103512 0.023732428852383136 0.029716708711475026 0.27663406527244649 0.049635948707873467 0.017692624385290401 0.052413798048291937 0.022599173113575621 0.06266532147583348 0.080768441901454935 0.052163795062368234 0.027510224739216937 0.026534202175980681 0.27749994806913325 0.037459278015148811 0.29052910908968133
leaf_count=197 4 131 4 583 31 73 446 92 89 14 62 1 89 45 96 201 40 290 27 49 57 245 74 118 28 19 65 383 125 232
internal_value=0 -3.74545e-05 -0.00225168 -0.00308226 2.93056e-05 7.28518e-05 0.000130458 8.60535e-05 0.000138318 0.000182493 0.000222436 0.00026256 0.000299685 0.000242513 0.000303679 -0.00264206 0.000351768 0.000389303 0.000179063 0.000329144 0.000406956 0.000270665 0.00040268 0.000221446 0.000434669 0.000553176 0.000422424 0.000585819 0.000388205 -0.000229073
internal_weight=0 1.58584 0.0464145 0.0408869 1.53942 1.51958 1.48607 1.46811 1.44567 1.43001 1.41614 1.40247 1.39011 1.36106 1.3328 0.0282615 1.31533 1.30382 1.02719 0.977553 0.95986 0.907446 0.877729 0.815064 0.734296 0.711697 0.684186 0.657652 0.605488 0.327988
internal_count=3910 3713 591 587 3122 3091 3018 2887 2441 2352 2338 2246 2184 2095 1893 202 1797 1752 1462 1435 1386 1329 1289 1215 1097 852 833 768 740 357
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=45 14 34 147 1348 1456 11 453 2 2 403 123 13 52 12 132 133 2 2 4 2 2 475 160 51 457 123 1 12 52
split_gain=0.014634 0.0226023 0.014247 0.0139389 0.0163516 0.020261 0.0205383 0.0182187 0.0157524 0.0185861 0.0204999 0.018489 0.0182469 0.0405121 0.0194184 0.0188908 0.0256862 0.0167902 0.0201052 0.0373171 0.0298144 0.029839 0.0160613 0.0158018 0.0178075 0.0226444 0.0188004 0.0210062 0.022368 0.0228821
threshold=-0.080134999999999984 0.077685000000000018 -0.15639499999999998 -1.0000000180025095e-35 0.089175000000000018 -1.0000000180025095e-35 0.088315000000000018 0.090755000000000016 0.091985000000000011 0.090905000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 -0.091849999999999987 0.11588000000000002 0.10058500000000002 0.079995000000000011 1.0000000180025095e-35 0.093070000000000014 0.10510500000000002 0.015635000000000003 0.11230000000000001 0.11635500000000001 -0.086424999999999988 0.11161500000000001 0.086950000000000013 0.08981500000000002 0.084995000000000015 0.13026000000000001 0.11655500000000001 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 -5 9 10 22 12 13 14 -10 16 17 -14 19 -19 -20 -22 -7 24 25 26 27 28 29 -12
right_child=1 -3 3 4 -6 6 -8 -9 11 -11 23 -13 15 -15 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035321686083210368 0.0035232301549153462 -0.0026974300361831149 -0.0032943625276796416 -0.0032721044455920846 0.0030672575486344533 0.003316240888128175 -0.0019082218793132091 0.0035283935926532597 0.0025764482029867848 -0.0028333109002685809 0.00045114224919006628 0.0019438810749065915 0.0028684058686418703 -0.0027082241294380392 -0.0004103409530382781 0.0017285731032131641 -0.0032691655826195334 -0.0026123968543064289 0.0024230623701877174 0.0021775196753769815 -0.0025854716129578253 0.00057282886939648118 -0.0033093356255888052 -0.0027190198307774282 0.0018939791300904101 -0.0035348477882381712 -0.0024815361358159422 0.0022496109825516047 -0.003548271255056335 -0.003526935018928163
leaf_weight=0.013888110974221601 0.013873494788640195 0.04035131095588429 0.016337185876636462 0.038687481453336559 0.020893004891149647 0.0051546753820730365 0.066255971022655902 0.0055867283017505534 0.11826562507189919 0.034389487912449113 0.28538411210047476 0.089828420806952636 0.021734344094625158 0.028022742073517293 0.034944080035529623 0.058663165545453921 0.035494711549745261 0.088644806091679129 0.059585965834685339 0.026087049694979214 0.05553717670613878 0.11148014485524982 0.037650940584568859 0.024845158967536918 0.063846206465427713 0.022508611766397735 0.032480850293268304 0.05850724806987273 0.021079371893392818 0.019118471862270781
leaf_count=15 28 122 35 345 39 6 114 2 133 83 706 184 27 59 20 129 284 124 74 49 40 155 637 66 110 46 60 55 14 149
internal_value=0 -9.76586e-05 -2.74833e-05 -6.07448e-05 -2.46767e-05 -6.94201e-05 4.75149e-06 -0.00241399 9.98166e-05 -0.000320014 -0.000168533 0.000448556 0.00023817 0.00118342 0.00189522 -0.000136501 -0.000411015 -0.000131594 -0.000322617 -0.00152329 0.000285299 -0.00047738 -0.00251148 2.1495e-05 0.00015688 -9.57106e-05 9.0117e-05 0.000307591 -4.13908e-05 0.000201375
internal_weight=0 1.53524 1.49489 1.48101 1.46468 1.44378 1.39951 0.0442742 1.33325 0.604965 0.570576 0.728288 0.63846 0.181232 0.15321 0.457227 0.398564 0.363069 0.341335 0.114732 0.226603 0.167017 0.0428056 0.52777 0.502925 0.439079 0.41657 0.384089 0.325582 0.304503
internal_count=3910 3895 3773 3745 3710 3671 3324 347 3210 1932 1849 1278 1094 212 153 882 753 469 442 173 269 195 643 1206 1140 1030 984 924 869 855
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=51 131 39 3 38 122 1 3 47 1 4 160 131 16 16 15 2 48 52 52 131 14 3 2 150 133 48 3 15 3
split_gain=0.0141977 0.0223592 0.018859 0.0195915 0.0177192 0.0183804 0.0249507 0.0171914 0.0228279 0.0304933 0.0241335 0.0238881 0.0196981 0.0186402 0.0251183 0.0185834 0.0263505 0.021188 0.0265549 0.0296724 0.0185371 0.0184374 0.0196582 0.029723 0.0245369 0.0248151 0.0186395 0.0171402 0.0161021 0.0159963
threshold=-0.40274499999999996 0.10350000000000001 0.005105000000000001 0.30601500000000009 1.0000000180025095e-35 0.089350000000000013 0.099595000000000017 -0.10315499999999998 0.09252500000000001 0.14000500000000002 0.0057500000000000008 0.087825000000000014 0.092200000000000018 -0.19424999999999998 -0.15168999999999996 0.079360000000000014 0.12330500000000001 0.11930500000000001 0.093400000000000011 0.10062000000000001 1.0000000180025095e-35 -0.46637499999999993 0.092005000000000017 0.113945 0.090695000000000012 0.08517000000000001 0.11904500000000003 -0.018854999999999997 0.091600000000000015 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 27 15 10 12 11 13 -10 -9 -15 17 -17 18 -2 -20 28 -12 24 -24 25 -23 -25 -4 29 -16
right_child=2 -3 4 -5 -6 -7 -8 8 9 -11 21 -13 -14 14 20 16 -18 -19 19 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00352679254288549 0.001732202814560696 0.0013530338510027511 0.0027526069418132601 0.0025714312940450287 -0.00077757169286801515 -0.0024326351373757664 0.003330378333666166 -0.003537775138241783 -0.0032095266963881389 0.002824881689162736 -0.0027334789176092535 -0.0030819352447436581 0.00024973590721096933 0.0031181284024130113 -0.00045457640321088492 -0.0024729338324652041 0.003539752984393638 -0.0028216063875944582 -0.0035616422576424706 0.00085716385310385414 -0.0035220238394069584 0.0015060999650033206 0.0029823251486065789 0.0016289893311556922 -0.0027036858858320344 -0.0035229771949083733 -0.0023651033885654675 -0.00047841033954228808 -0.0030063952958756524 0.0018835759061629302
leaf_weight=0.034293426594104059 0.19180659698804414 0.01761088262173871 0.030175376633678752 0.031318646441832132 0.058206963183238258 0.01388020149897784 0.072586322064125852 0.023341848020208666 0.093410960182836789 0.015294869110221043 0.020337085912615294 0.051251393759059738 0.026097608772261083 0.024863401567017385 0.19610509146593891 0.049623972110907744 0.011042009311495349 0.019132300262754143 0.02848957282549236 0.055549383758261683 0.024143734631707048 0.077133231545474246 0.083998126634469372 0.030069284037381294 0.036390175966062088 0.014433746325153152 0.027925959031563252 0.062460993987769942 0.024708427376936015 0.044483748337370344
leaf_count=130 264 15 23 139 74 12 268 7 196 6 13 174 59 15 1137 142 4 23 6 52 313 152 49 37 31 112 6 62 366 23
internal_value=0 -0.00187109 2.94251e-06 -0.000176245 0.000909753 0.00145812 0.00178498 -0.000249818 -0.000531916 -0.00185515 -0.000269282 -0.000842584 -0.00245411 -0.000502672 -0.00027727 0.000395841 -0.00137855 0.000760767 0.00100924 -0.000640831 -0.000568939 0.000498769 0.000742275 0.00164405 -0.000258422 0.000713364 -0.000294252 0.000574061 -0.00030019 -2.2263e-05
internal_weight=0 0.0519043 1.43826 1.20095 0.23731 0.179103 0.165223 1.16963 0.813989 0.134803 0.679185 0.388898 0.119509 0.337646 0.314304 0.355644 0.060666 0.294978 0.275846 0.084039 0.289441 0.290288 0.269951 0.141993 0.127957 0.091567 0.0579952 0.0926364 0.265297 0.240589
internal_count=3910 145 3765 3326 439 365 353 3187 2696 261 2435 2035 255 1861 1854 491 146 345 322 58 1839 400 387 92 295 264 43 85 1526 1160
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=52 160 1213 133 123 13 1456 1 151 43 42 156 51 43 42 4 12 2 15 4 457 0 48 1375 475 3 12 156 149 3
split_gain=0.0662967 0.0685553 0.0598168 0.0502036 0.0528281 0.0600953 0.0557647 0.0568778 0.0576102 0.0523707 0.0508431 0.0574886 0.0518952 0.0447371 0.0700537 0.0553666 0.0552831 0.0625942 0.053449 0.0675297 0.084543 0.0692828 0.0676718 0.0489324 0.0407885 0.0403928 0.0479266 0.0397113 0.0397624 0.0395442
threshold=-0.42985499999999993 -0.40446999999999994 -1.0000000180025095e-35 -0.26719999999999994 1.0000000180025095e-35 0.28269500000000009 1.0000000180025095e-35 0.10420500000000001 -0.40391999999999995 -0.4045149999999999 -1.0000000180025095e-35 0.013700000000000002 -0.097124999999999989 -0.18906999999999999 0.091955000000000023 -0.51381999999999983 0.090385000000000007 0.10362500000000001 0.084220000000000003 -0.060264999999999992 0.082870000000000013 -0.10131499999999999 0.086285000000000014 -0.43271999999999994 -0.086004999999999984 0.090325000000000003 0.085185000000000025 0.11896500000000002 0.11234000000000001 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 29 7 10 -9 -10 11 -5 -12 -14 15 -15 18 -18 19 -17 21 22 -21 -22 -3 26 -25 28 -11 -6
right_child=1 2 3 4 5 -7 -8 8 9 27 12 -13 13 14 -16 16 17 -19 -20 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093117140217389505 -0.00091741271033053185 0.0012231248612600541 -0.0010310052168746313 -0.0010814523791894445 0.001131437598088373 -0.0012284453834812666 -0.00095707414651078748 -0.0010671342508209584 -0.0011352275982744976 0.00045752060141169041 -0.0012210529924895238 0.00053054348041601325 0.00061735457476342183 -0.0012339045883243266 -0.00098803516502079885 0.00044831908537357618 0.00088130234644335061 -0.00029257349782246594 -0.0012259514780991916 0.00042804780586588344 -0.00061305254530593073 -0.0011159807386274126 -0.00094438615860919725 -0.00062665835419613682 -0.0010417840461378982 0.0012115576153214943 0.00088854503415461015 -0.00067869606935996407 -0.00058786696032298686 0.0002983630436570644
leaf_weight=0.12479265375623061 0.12481775439664522 0.013148370664566755 0.065114725981858412 0.14269899729515811 0.13390635287214536 0.028670583036728203 0.088493938397277705 0.048115892263012827 0.036758681933861115 0.95881523002390145 0.053507152621025234 0.042720984426523501 0.1574188032973346 0.051431306637824803 0.11320039207384969 0.32256338682782448 0.2116872670194424 0.099111961877497379 0.056968032235999888 0.13481194215637593 0.067449844093061984 0.19077896116140369 0.08840441818756517 0.062017415042646462 0.11665118456221613 0.087859854480484501 0.062075230307527818 0.053532745107076951 0.057303188077639788 0.23032744014926709
leaf_count=353 305 4 191 401 117 5 249 18 9 451 83 40 34 9 265 53 45 22 83 39 12 260 28 46 548 17 19 13 8 183
internal_value=0 -2.85282e-05 8.57907e-07 2.98107e-05 4.9102e-05 0.000470872 -2.88347e-06 2.4362e-05 0.000238698 0.000295486 -0.000102884 -0.000710047 -3.88923e-05 -1.81006e-06 -6.47593e-05 8.06544e-06 5.42278e-05 0.000506961 -7.6917e-05 -1.24871e-05 -0.000226851 -0.000576547 -0.000115502 0.0002913 -0.000812354 0.000579093 0.000131296 0.000344653 0.000398567 0.000604633
internal_weight=0 3.90036 3.77554 3.64574 3.58063 0.392904 3.18773 3.09923 1.15453 1.10641 1.94471 0.18542 1.75929 1.70578 1.54836 1.43516 1.38373 0.310799 1.07293 1.01596 0.693398 0.413995 0.223216 0.279402 0.1298 0.211952 0.124093 1.06965 1.01612 0.364234
internal_count=3910 3557 3252 2700 2509 305 2204 1955 499 481 1456 441 1015 932 898 633 624 67 557 474 421 327 67 94 552 82 65 472 459 300
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 47 40 2 0 393 4 50 106 48 2 150 2 48 16 150 42 16 43 42 51 52 2 4 13 0 13 150 16 43
split_gain=0.0622857 0.0527699 0.0832467 0.0499413 0.0474038 0.0427431 0.0454782 0.047679 0.0500594 0.0537112 0.0755282 0.0498182 0.048751 0.0475407 0.0495383 0.0575213 0.0339866 0.0414122 0.0436563 0.0560381 0.0649525 0.0339803 0.0393027 0.0382333 0.0327489 0.038119 0.0303375 0.0327058 0.0297092 0.0738216
threshold=0.087545000000000026 0.086785000000000015 -0.083709999999999993 0.14808000000000002 -0.074249999999999997 0.08407000000000002 -0.17479499999999998 0.11644500000000001 0.091500000000000012 0.12862000000000004 0.11500500000000001 -0.07009 -0.14847999999999997 0.095825000000000007 -0.10808 0.12031500000000002 0.091955000000000023 -0.30307999999999996 -0.077224999999999988 -0.09547499999999999 -1.0000000180025095e-35 0.084240000000000023 0.084065000000000015 -0.0031049999999999997 0.28269500000000009 -0.069414999999999991 -0.26418499999999995 0.083205000000000015 -0.035699999999999989 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 21 6 -4 8 9 10 11 -8 -13 14 15 -14 17 -6 19 -19 -21 22 -1 -24 25 -18 -25 -28 -20 -30
right_child=1 -3 3 -5 16 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 24 18 28 20 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-2.1054621443940282e-05 0.0012221068346488892 -0.00043752403060072796 -0.0010147793572657885 0.00122188460351879 0.0012111807413795503 0.0010242304907773175 0.0010534296604013831 -0.0011283858555160805 -0.0011810609257143529 -0.00082328446373132046 0.00096587070612946335 0.00080553490739670942 0.00061708636266680076 0.00082616270481501058 -0.00054873355561262734 -0.00070983447730023884 0.00061216760201430131 -0.00088776334960959449 -0.0010920674334144471 -0.00081985428230069287 0.0007659043096497314 -0.0012256099616225692 -0.0011869037342569679 0.0004686045758500486 0.00073403164558670444 -0.0012286271333193596 -0.00096084016099557356 -1.3648911187908477e-05 -0.00088168252401060981 0.00044963979102094817
leaf_weight=0.14419733349359398 0.074378646024343076 0.72045169255579811 0.090813697803241555 0.041102502809735486 0.031155995591689134 0.04511325715247938 0.057289026337456916 0.065909708308026782 0.056469270941306493 0.10711890389211476 0.12626254193673958 0.075894351321039166 0.14200331499341645 0.059041888685896993 0.44354829887561353 0.073772393589024432 0.019317190391120675 0.063187618188749184 0.096778577273653354 0.049357981872162782 0.17268117566345609 0.14957195078523 0.18131591838573535 0.043320402008248493 0.018703605746850371 0.12424310790902382 0.15956640669082822 0.082023497041518567 0.14097673674041289 0.11034433216900652
leaf_count=183 117 354 131 84 6 58 39 74 19 18 135 53 84 13 421 18 56 46 50 36 53 770 553 9 2 137 245 38 78 30
internal_value=0 -0.000167591 -3.42723e-05 -0.000101776 -0.0004851 -0.000142279 -0.000182819 -0.000120239 -6.20236e-05 -3.77908e-06 8.59974e-05 -4.44648e-05 -0.000123655 -0.000221822 -0.000315668 0.00016342 -0.000283078 -0.000160936 -0.000228437 0.000125147 0.0004134 -0.000704866 -0.000577268 -0.000749297 -0.000783255 -0.000980933 -0.000470805 -0.000639254 -0.000518157 -0.000297156
internal_weight=0 2.17917 1.45872 1.38434 1.58674 1.34324 1.29812 1.20731 1.1414 1.08493 0.977812 0.851549 0.79426 0.718366 0.659324 0.215776 0.826746 0.664482 0.633326 0.285227 0.222039 0.759996 0.610424 0.466226 0.162264 0.14356 0.28491 0.24159 0.3481 0.251321
internal_count=3910 1618 1264 1147 2292 1063 1005 874 800 781 763 628 589 536 523 102 494 299 293 135 89 1798 1028 845 195 193 292 283 158 108
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=1213 156 151 4 482 1348 484 150 11 1373 160 50 46 3 401 13 457 39 47 48 0 1 16 52 2 52 48 42 51 12
split_gain=0.0142194 0.0146706 0.0141785 0.0166498 0.0156283 0.0145609 0.0180414 0.0278732 0.0162019 0.0156958 0.0147536 0.0158263 0.0172326 0.0188363 0.0153584 0.0151566 0.0147257 0.0168483 0.0353745 0.0238004 0.0231419 0.0225521 0.0222707 0.0196971 0.0198719 0.0274335 0.0297997 0.0225213 0.0199892 0.0181288
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.51224500000000017 0.091725000000000015 0.090050000000000005 -0.0043499999999999988 0.097030000000000019 0.10553000000000001 0.099250000000000019 -0.40446999999999994 0.10030500000000002 0.08729000000000002 0.31335500000000011 0.082755000000000009 -0.5337599999999999 0.53894500000000012 0.15608500000000003 0.13206500000000002 0.12862000000000004 -0.23029999999999998 0.11327500000000001 -0.094359999999999986 0.11401500000000002 0.096540000000000015 0.10062000000000001 0.082070000000000018 -1.0000000180025095e-35 -0.092564999999999995 0.10058500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 9 10 14 12 13 15 -8 -12 17 18 19 20 22 23 -17 24 27 26 29 28 -22 -26
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022512091329256285 -0.0037391863126216862 -0.0030088716283652684 -0.0029909933917081142 0.0037398291314773529 -0.0033001484654166008 0.003388209250284688 -0.0033535484584459241 0.0031836652751995962 -0.0033221979008786228 -0.0033677376484954557 -0.0037482025814930017 0.0025651802447199164 -0.0033484135703235256 0.003739208858757781 0.003094100680889196 0.00028953012235779461 -0.0035619152987655927 0.0037512370127354062 -0.0031770514895676492 -0.0026473833749231083 0.0031224338345070437 0.0016934762829749299 0.0037272447415241266 -0.0024175496259468449 7.895574714631112e-05 0.0034066288428205374 0.0025516171170015911 -1.5306705678117072e-05 -0.0036026320589574567 -0.0034097843599007233
leaf_weight=0.040951637241846695 0.014641764036184557 0.021256061324493092 0.055396862148597736 0.016998997799873794 0.019505575636855954 0.018182308356244792 0.028352913552338488 0.012505586466431851 0.018780205035909492 0.017230772752100054 0.013389218023802107 0.041249712237231395 0.0186806594065273 0.021417313716483366 0.0063015509263095728 0.049142008465423714 0.013964727259008103 0.019375615847820771 0.040768089056655188 0.035245185318672045 0.0071770392805774455 0.13440513098339579 0.056576202885478599 0.04314218175068163 0.15007034555128484 0.051581050195181888 0.065491780283082335 0.38211530667320548 0.043871596878771291 0.024128092510864008
leaf_count=592 196 65 440 165 126 42 220 18 30 26 6 116 14 68 15 27 14 23 27 26 15 153 18 73 225 25 90 596 384 75
internal_value=0 -1.88637e-05 1.93275e-05 6.51392e-05 2.01364e-05 6.74598e-05 2.27466e-05 -0.00185381 0.000122105 0.000173293 0.000222243 0.000290974 0.000210831 0.000268554 -0.00218111 0.0002028 0.000250157 0.000298416 0.000236684 0.000370125 0.000475664 0.000281852 0.00212926 3.46728e-05 0.00018071 0.000935227 0.000403384 -0.000326648 -0.00265714 -0.000404267
internal_weight=0 1.44094 1.4263 1.40505 1.38805 1.36854 1.35036 0.0679024 1.28246 1.26368 1.24645 1.21179 1.17054 1.15186 0.0346545 1.13044 1.11705 1.10309 1.08371 1.04295 1.0077 0.901983 0.105718 0.767577 0.724435 0.291271 0.23969 0.433164 0.0510486 0.174198
internal_count=3910 3318 3122 3057 2892 2766 2724 458 2266 2236 2210 1975 1859 1845 235 1777 1771 1757 1734 1707 1681 1636 45 1483 1410 415 390 995 399 300
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=52 133 48 1212 1 1374 484 0 15 16 1446 151 133 146 42 106 0 1374 44 47 4 50 32 48 456 159 157 14 3 52
split_gain=0.0135664 0.0153223 0.0134547 0.0128217 0.0133733 0.0205512 0.0176482 0.0272599 0.0180239 0.0200975 0.016334 0.017212 0.0170274 0.0151767 0.0147423 0.0228072 0.0184904 0.0185554 0.0154579 0.0195785 0.0203759 0.0180824 0.0188033 0.0199774 0.0175914 0.0169911 0.0190579 0.0142191 0.0124862 0.0201733
threshold=-0.42985499999999993 -0.26719999999999994 0.10322500000000003 -1.0000000180025095e-35 0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.10071499999999999 -0.50763499999999995 0.091520000000000018 -0.40391999999999995 0.085355000000000014 0.11615000000000002 -0.14127499999999996 0.092305000000000012 -0.024394999999999997 0.090240000000000015 0.084245000000000014 0.13206500000000002 -0.16401499999999997 0.11515000000000002 0.084650000000000017 0.12862000000000004 0.088865000000000013 0.11600500000000001 -0.0086849999999999983 0.077685000000000018 -0.115685 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -7 -8 9 -9 11 -6 13 14 -13 16 17 18 19 20 -16 22 23 24 25 -22 -27 28 -10 -30
right_child=1 3 -4 4 10 6 7 8 27 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0032546388665066583 -0.0027456689433023279 -0.0032537419354968411 0.0014022654500365367 -0.0032720990818892724 -0.0022023554797291219 -0.0026911044857819318 0.0023484272001259902 0.0014365763617659724 0.00077008676278741029 -0.0032602391379641027 -0.0031723284461348095 -0.0011967781505848971 0.0026892304206529976 -0.0025530559042081175 -0.003259390247602616 -0.0031925300779517846 0.0027047798004687482 -0.0026515602255735939 -0.0012257044806074128 -0.0021002403178326835 0.0023684961980495758 -0.0019525322610578527 -0.0019342419267653222 -0.00067554249252219838 -0.00063217513696462574 0.0032603694273815329 -0.0032136394415684124 -0.0032573629055834123 -0.00010964195929229849 -0.0032589193959395631
leaf_weight=0.025901635632749387 0.021413884330740873 0.012486714653505149 0.0087880609189596726 0.023079099555161298 0.024584546006735764 0.027766611382901152 0.04677324894146262 0.012882713908766164 0.16567948992724235 0.038227493485350927 0.013321645968972007 0.047963457789592212 0.037734130716216896 0.017442219948861748 0.010978169360896572 0.015528024574450683 0.04908885597706103 0.017799287870730041 0.038632180854619946 0.02131556803942658 0.24036213280260199 0.017849728339569992 0.01694778070486791 0.036829789743933361 0.026966488645484787 0.0078068614120638804 0.012524339156698261 0.014316772825395674 0.35323237116074446 0.022907844243434283
leaf_count=336 227 257 17 46 31 421 34 24 100 125 33 24 211 8 8 5 107 19 33 13 348 33 9 18 33 25 26 48 1024 267
internal_value=0 -1.59381e-05 -0.00207489 2.66971e-05 5.68485e-05 -0.00025388 -0.000151711 -4.39e-05 -0.000228169 -0.00207637 0.000391911 0.00046606 0.000572596 0.000434422 0.000527374 0.000688692 0.000809931 0.000602311 0.000736935 0.000930563 0.00110504 0.0012384 0.00140521 0.00157963 0.00186837 0.00212703 -0.000727722 -5.83153e-05 2.62148e-05 -0.000301441
internal_weight=0 1.39244 0.0346897 1.37103 1.35854 0.704866 0.681787 0.65402 0.607247 0.0511102 0.653675 0.640354 0.615769 0.578035 0.560593 0.512629 0.497101 0.448012 0.430213 0.391581 0.370265 0.359287 0.341437 0.32449 0.28766 0.260693 0.0203312 0.556136 0.54182 0.37614
internal_count=3910 3557 353 3330 3073 2089 2043 1622 1588 149 984 951 920 709 701 677 672 565 546 513 500 492 459 450 432 399 51 1439 1391 1291
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=52 1213 1 475 146 0 43 48 51 11 3 47 133 49 3 12 43 160 42 42 52 13 50 16 2 46 48 15 2 43
split_gain=0.0447331 0.0434131 0.0407664 0.0395327 0.0366454 0.0426581 0.0476836 0.039968 0.0431092 0.0362672 0.045502 0.0470848 0.0465293 0.0482033 0.0549488 0.0525481 0.0496906 0.0567792 0.0686052 0.0453868 0.036374 0.0538593 0.0357106 0.0353616 0.0322368 0.0504014 0.0601606 0.032194 0.0381463 0.0507732
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.10386500000000001 -0.086004999999999984 0.11615000000000002 -0.017269999999999997 -0.27619499999999997 0.12738500000000003 0.12900500000000004 0.081130000000000022 -0.115685 0.09252500000000001 0.10681500000000001 -0.085174999999999987 0.090325000000000003 0.094045000000000004 -0.074254999999999988 -1.0000000180025095e-35 -0.089024999999999979 0.08221500000000001 -0.089799999999999977 -0.075169999999999987 0.11551000000000002 -0.54165499999999989 0.10045500000000002 0.092020000000000005 -0.086624999999999994 -0.029114999999999999 0.11635500000000001 0.093240000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 6 -4 22 -9 10 27 12 13 -12 15 16 17 19 -19 -15 21 -20 24 -7 -8 26 -26 -3 29 -29
right_child=1 2 4 -5 -6 23 7 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00097107074538308131 0.0012978132420232984 0.0011131607174522879 -0.0011059631586846168 -0.001146234221386176 -0.0010568767933579694 -0.00099130449471324599 0.000137412283370366 -0.00097689692989836349 0.00029059021321958676 -0.0010567621312854829 -0.00067700384343728347 -0.0011063588946428388 -0.00129114947687283 0.00092062996956774376 0.00050063161929390356 -0.0012982957938097465 -0.00042942920128367506 -0.0013021312392472446 -0.0012966605478777352 -0.0011705126972597318 0.00097216057374616702 0.0011922930006360434 -0.00080404869184761427 0.0010914327701301465 -0.0010030180711368278 -0.001000585309946172 0.0010460788995589477 0.0002158331817015157 0.0011148606913684391 -0.001319386102082543
leaf_weight=0.086759911152512692 0.012602574191987514 0.071200203565240372 0.049038636992918216 0.091449134012010158 0.037806966342031845 0.015184577452600934 0.33376296497954172 0.089288942646817304 0.090354195097461343 0.066506310591648687 0.18959017624729346 0.087315505740662158 0.054948786518252635 0.023283699965304883 0.30021083784049551 0.061499327644014556 0.3230059539746416 0.031036761967698112 0.032302408538271266 0.068399081921143079 0.21625174374776179 0.026477115385205252 0.042527442228674772 0.13440092253404134 0.026320085038605501 0.026433255261508748 0.26964524234063003 0.17360916051802688 0.05356822840985842 0.045502977181968163
leaf_count=353 4 37 16 580 8 7 173 40 43 70 120 140 377 27 106 219 469 30 53 310 107 9 39 145 16 11 292 94 7 8
internal_value=0 -2.89976e-05 7.19862e-08 -0.000850215 0.000194988 0.000238935 0.000135529 0.000204844 -0.000339395 -0.000119008 -8.35358e-05 -0.000186157 -0.000125609 -7.52611e-05 3.0132e-05 -0.000150434 -5.24918e-05 0.000253612 0.000521128 -0.000639447 0.00072688 -0.000175517 0.000344776 0.000880012 0.000419234 0.000710989 0.000863853 0.000338527 0.000136261 -0.000102986
internal_weight=0 3.04352 2.93947 0.104052 1.11476 1.07696 0.927371 0.878332 0.179643 1.82471 1.7582 1.41432 1.32701 1.27206 1.08247 0.782256 0.720757 0.397751 0.306068 0.0916828 0.275031 0.0587795 0.698689 0.149585 0.656162 0.322399 0.295965 0.343881 0.27268 0.219112
internal_count=3910 3557 2973 584 790 782 630 614 83 2183 2113 1967 1827 1450 1330 1224 1005 536 199 337 169 62 531 152 492 319 308 146 109 102
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=39 51 3 38 122 1 133 1365 158 52 1373 483 4 453 1348 52 4 2 48 43 42 50 15 0 3 47 1 0 3 9
split_gain=0.0134563 0.0196675 0.0168715 0.0154004 0.0155596 0.0219393 0.0153769 0.015924 0.0146939 0.0150925 0.0148155 0.0143847 0.0191888 0.014607 0.0163195 0.0159385 0.0143773 0.017568 0.0260111 0.0189929 0.0184359 0.0198625 0.0177605 0.0236294 0.0213798 0.0169812 0.0263442 0.0162447 0.0276984 0.0305619
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 1.0000000180025095e-35 0.089350000000000013 0.099595000000000017 0.10681500000000001 1.0000000180025095e-35 0.11015500000000002 -0.42985499999999993 0.10355500000000002 0.080590000000000009 0.62104500000000018 0.10097500000000002 0.084895000000000012 0.18936500000000003 -0.51381999999999983 0.092175000000000021 0.10264000000000002 0.088185000000000013 -0.10770999999999999 0.083475000000000008 0.10043500000000001 0.10302000000000001 0.13772500000000001 0.13439000000000004 0.10786000000000001 -0.11991499999999998 -0.08348499999999999 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 8 9 -1 11 13 -13 14 15 16 -11 18 19 20 -18 25 24 -24 -19 26 27 -22 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 17 22 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0027106945610142225 -0.0035997011028832695 0.00064967736970941682 0.0029481449987509836 -0.00067259349293666293 -0.002332531058789116 0.0033757289216415549 -0.0030015149236922401 -0.0033366370500361592 -0.0035955946967611563 -0.002096615380059189 -0.0035988983770095838 -0.003305805261659996 0.003596855743006379 -0.0035973396297141378 0.003086194341423014 -0.0017107344606343059 -0.0031725489556710422 0.00066131104734372089 -0.0036053694097021587 -0.0027390846374216338 0.0013049283647327094 -0.0035992481604981458 -0.0028650010627382415 0.0036101049741273849 0.0029152457268523295 -0.0036080710951008487 0.0024877810895222873 0.00069920311145926263 0.0036220105111325882 -0.0033080741457738429
leaf_weight=0.028111453457426605 0.012913741746160667 0.089325248737623153 0.021153209923795546 0.056066497788833658 0.012630717686988646 0.06632350939207754 0.026306542145562051 0.020795711917344195 0.015861804622829712 0.034160633522332451 0.0149061910342424 0.031532447005417907 0.0062158024193195152 0.013668540019352804 0.023659751451759803 0.060856936903462611 0.019638006622755388 0.30763332033370716 0.027381840093767096 0.030163897811917195 0.09910186688148237 0.015369598716574728 0.032359115833969554 0.0093701158184558153 0.065876747386937495 0.012116235477151349 0.082370736396114808 0.095653912592751245 0.0095780302654020488 0.057206303198203079
leaf_count=319 20 85 123 74 12 268 502 67 142 27 22 231 14 15 45 312 70 328 27 120 75 145 86 2 36 5 31 416 2 289
internal_value=0 0.000709205 -0.000229218 0.000957233 0.00150025 0.00181128 -0.000288181 -0.000224083 -0.000164852 -0.000114322 -4.47312e-05 6.51014e-06 -0.00216918 8.89548e-05 0.000140239 6.75459e-05 0.000188062 0.000278411 -0.000214252 6.20254e-06 0.00021797 0.000397248 0.000810632 -0.00141104 0.00105884 0.000569775 0.000716964 0.000159254 -0.000539709 -0.00231418
internal_weight=0 0.23726 1.16105 0.224346 0.168279 0.155649 1.1399 1.11359 1.09279 1.07693 1.04882 1.03391 0.0377482 0.996166 0.982497 0.958837 0.89798 0.86382 0.44858 0.421199 0.391035 0.371397 0.415239 0.0417292 0.37351 0.356027 0.343911 0.26154 0.162438 0.0667843
internal_count=3910 459 3451 439 365 353 3328 2826 2759 2617 2298 2276 245 2031 2016 1971 1659 1632 1180 1153 1033 963 452 88 364 818 813 782 707 291
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=97 14 45 472 15 15 3 14 158 156 483 8 453 0 128 3 151 160 49 1375 1 133 457 43 3 43 15 48 13 39
split_gain=0.0119381 0.0130445 0.0214247 0.0118096 0.0128808 0.019912 0.0218635 0.0162789 0.0151842 0.0170381 0.0156605 0.0143415 0.0152093 0.0151175 0.024071 0.0171386 0.0172874 0.017894 0.0171547 0.0170154 0.0162256 0.0245585 0.0200814 0.0159603 0.0426332 0.0256059 0.0241603 0.0278313 0.0188099 0.0208473
threshold=-0.085229999999999986 0.077685000000000018 -0.080134999999999984 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.30601500000000009 -0.46879999999999994 0.084965000000000027 0.10477500000000002 0.088030000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.10575999999999998 0.082695000000000005 -0.115685 0.084350000000000008 -0.217635 0.0037600000000000003 -0.43271999999999994 1.0000000180025095e-35 0.084285000000000013 -0.0015249999999999997 -0.074254999999999988 -0.044019999999999997 -0.079109999999999986 0.014775000000000002 0.086870000000000017 -0.090394999999999989 0.090190000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 -6 8 -5 9 10 11 12 13 19 15 18 17 -17 -15 -7 21 -21 -22 25 -25 26 27 28 -19 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 23 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0034540010090359772 -0.0034539012069161063 0.0034630133210657226 -0.0030907748212739014 -0.0010484105888279814 -0.0025337966316588668 -0.0012630926846173374 0.0034537330389540757 0.0022457783602366039 -0.0016615962526552906 -0.0034561620446524307 -0.0034534179687138737 0.0033725314045421279 -0.0024863190200718538 0.00037647664502375201 -0.003460356706343736 -0.003454844929217792 -0.0034579561058766606 0.0032543793449060048 0.0032599625031561222 -0.002543437637527748 -0.00096132783134100645 0.0022474451977970216 0.0017004438250303592 -0.0034127170226700412 0.00021592089225691785 0.003265528364956396 0.0020662950043660528 0.0022910724369915097 -0.0034564686121002458 0.00034116929773752848
leaf_weight=0.011390137721718818 0.011906198834367054 0.0071518107142765066 0.035097255948585482 0.025222271826351061 0.038554694582614402 0.046308753117045853 0.021274807972076704 0.061277742537640401 0.067770681473575567 0.016504718249279793 0.014748503032137594 0.015977607894455903 0.026838869480343419 0.13192087082688775 0.025608941251107353 0.019708468435964077 0.020984873836368934 0.008075500103586819 0.030200724129826995 0.034024053783012986 0.039470718655138626 0.020376475676130212 0.23330398533198604 0.053423784548782605 0.13866773838800039 0.035343005102048464 0.048491738400912254 0.026089249606911835 0.055183870326573015 0.025025105544955295
leaf_count=45 193 4 121 51 103 15 81 235 303 133 207 25 65 96 210 190 50 7 21 49 33 22 178 864 139 34 149 54 222 11
internal_value=0 -9.42879e-05 -0.00198137 -3.2593e-05 -7.78377e-07 -9.3954e-05 -1.25331e-05 0.00128524 -7.75605e-05 2.3118e-05 7.78199e-05 0.000128138 7.72692e-05 0.000146613 -0.000184363 -4.29153e-05 -0.000402726 -0.000246354 0.000913625 0.000694918 0.000972057 -0.000748946 0.00131528 -8.43392e-05 -0.000793262 0.000602706 2.48538e-05 -0.000840669 -0.00176614 -0.00227161
internal_weight=0 1.33453 0.0422491 1.29228 1.28038 1.19388 1.15532 0.0865 1.13405 1.06628 1.04977 1.03502 1.01905 0.992208 0.618724 0.593115 0.430993 0.410008 0.162122 0.373484 0.327175 0.0544005 0.272775 0.3903 0.192092 0.198208 0.162865 0.114374 0.0882845 0.080209
internal_count=3910 3865 125 3740 3547 3261 3158 286 3077 2774 2641 2434 2409 2344 2047 1837 1720 1670 117 297 282 71 211 1480 1003 477 443 294 240 233
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=39 51 151 16 48 3 106 1 42 13 3 133 1374 1213 475 1455 155 133 42 13 4 0 47 52 0 43 50 1 52 1374
split_gain=0.0121613 0.0172036 0.0139012 0.0169215 0.0136641 0.0187961 0.0169907 0.0163739 0.0185334 0.0132662 0.0132216 0.0124644 0.0130988 0.0121936 0.0151847 0.0120132 0.0116894 0.0106004 0.0133476 0.0139061 0.0190289 0.0175379 0.0339235 0.021945 0.0239605 0.020106 0.0156821 0.0233207 0.0246658 0.0218405
threshold=0.005105000000000001 -0.40274499999999996 -0.52174999999999983 -0.54165499999999989 0.11280000000000003 0.11265500000000002 0.092305000000000012 0.088010000000000019 -0.089024999999999979 -0.010384999999999998 0.30601500000000009 0.10681500000000001 0.084470000000000003 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.098655000000000007 0.10421000000000001 -0.10770999999999999 0.25430000000000003 -0.49837999999999999 -0.074249999999999997 0.09252500000000001 -0.092854999999999979 -0.082604999999999998 -0.074254999999999988 0.11413000000000002 0.094695000000000015 -0.066329999999999986 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 -3 -10 11 12 13 14 -5 -15 17 18 -17 20 -20 22 23 -22 26 -23 27 29 -29 -25
right_child=1 4 3 10 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0042963301280172219 -0.0043010847627961962 -0.0043043962699084197 0.0029010260939308216 0.0042959719785696984 0.0042207117374064929 -0.0025574867428278364 -0.0028683095380925235 0.00286384393587274 -0.0016846766659869704 0.0035471176535593332 0.0028381442938463664 -0.0034410266830376883 -0.003195610708857306 -0.0042952016039636675 -0.0042957729352698657 -0.0030562090295744096 -0.0036925629143752968 0.0033977128820795325 -0.0031170057178721766 0.0029664043368891543 -0.0031086938941925538 0.002649598625647908 -0.0031779180359435607 -0.0043152894717288044 -0.0042937821219832823 0.00015144944595887121 -0.0042998257601186826 -0.00037026910161159799 0.0034572037902943385 0.00030537258969509022
leaf_weight=0.015526412113558652 0.011364684341288012 0.014355303150978216 0.03131508069600375 0.004483866272494196 0.023261172604179592 0.027289089531222999 0.016187364405595872 0.091100510462183593 0.01495286082763414 0.02213733563621656 0.024121635827213939 0.023862397034292826 0.027982209336641972 0.012579268162596247 0.024400217374590638 0.026746537485962119 0.016135185905682192 0.01652441957321571 0.036306006524227552 0.028553425781410624 0.037439172226185757 0.086180530273622935 0.070390441754852873 0.02069432982261743 0.019642256348447962 0.19037102473783063 0.011812181938466892 0.047511904500424862 0.089232622587587684 0.20981085416309497
leaf_count=63 20 25 85 4 56 24 16 266 39 13 134 495 93 155 493 120 164 14 79 19 159 113 150 29 233 181 62 23 57 526
internal_value=0 0.000840777 -0.000265509 -0.000206249 0.00111999 0.000732266 0.00129783 0.00177094 -0.000164405 0.00143793 -0.0003012 -0.000376877 -0.000302022 -0.000216685 -0.00296202 -0.000130486 -7.27479e-05 -7.21222e-06 -7.15371e-05 2.26078e-05 -7.99751e-05 6.08301e-05 -0.000413675 3.24545e-05 0.000327415 0.000929937 0.000566877 0.000723409 0.00212735 -0.000109462
internal_weight=0 0.220648 1.07162 1.0561 0.209284 0.186022 0.158733 0.142546 0.0514455 0.0370902 1.02478 1.00066 0.976796 0.948814 0.0288841 0.91993 0.907351 0.891216 0.874691 0.847945 0.819391 0.783085 0.506534 0.436143 0.398704 0.276552 0.379062 0.36725 0.136745 0.230505
internal_count=3910 459 3451 3388 439 383 359 343 77 52 3303 3169 2674 2581 497 2084 1929 1765 1751 1631 1612 1533 1239 1089 930 294 697 635 80 555
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 0 2 2 3 11 0 16 16 4 0 96 12 160 13 4 12 1 42 12 124 43 43 3 49 48 147 457 160 1375
split_gain=0.0637393 0.0870382 0.0774874 0.0546108 0.100675 0.129276 0.0591621 0.0687245 0.0573375 0.0533284 0.0506712 0.0632137 0.0463414 0.0616243 0.0564179 0.0458613 0.0451252 0.0427356 0.04097 0.0547977 0.0450497 0.0389936 0.0481129 0.0344883 0.0297848 0.0280957 0.0406419 0.0293394 0.0307282 0.0417955
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 1.0000000180025095e-35 0.076695000000000013 0.08184000000000001 -0.017269999999999997 -0.17157499999999998 -0.53943499999999989 -0.0031049999999999997 -0.066689999999999985 -1.0000000180025095e-35 0.085185000000000025 0.084835000000000008 -0.26418499999999995 0.28937500000000005 0.084100000000000022 0.11287500000000002 -0.089024999999999979 0.098845000000000016 0.15597500000000003 -0.078454999999999983 0.070805000000000021 -0.084129999999999996 -0.097604999999999983 -0.09386499999999999 0.088035000000000016 -0.0034949999999999994 -1.0000000180025095e-35 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 6 5 -5 7 -2 -8 -4 11 -9 -11 14 -14 -7 23 -12 -3 21 -21 -20 -23 -1 -6 -26 27 -27 -29 -30
right_child=3 18 9 4 24 15 8 10 -10 12 17 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00065282476297857993 0.00019004273454889699 -0.00097992656192202074 -0.0012967360090869514 0.0011074440709471214 -0.00077621992638549433 -0.001297615752160498 -0.00064401672525483174 0.0013176454330119699 0.0010118433362887281 -0.0011557851337926932 0.0010075961231236575 -0.0012095932832079104 0.00067291120720707051 0.00073979508210470456 -0.0012974108984270614 0.00033349838976892004 -0.0012953519826803756 -0.00048664489791929404 0.00063594634728145541 -0.0010159948173231723 0.0013153214170329524 -0.00087289106549166514 0.0002852620216251324 0.00077397924342921737 -0.0010879294606556092 -0.00068911220704775467 0.001154154213749706 -0.00032610968825062478 -0.00040044335477311247 0.00056586556450633982
leaf_weight=0.037297865563232335 0.26592016370523208 0.058965735182937351 0.22596949413855349 0.37045403798038001 0.076475561021652538 0.056193701238044014 0.049349985987646505 0.017858706414699665 0.12034314414086134 0.10726824542871305 0.042968636500518076 0.2285203960727813 0.034595849429024383 0.084316299282818363 0.081898359208025795 0.059284948714775965 0.030240018849326589 0.12586927754819044 0.29262963677683729 0.097103900457113923 0.016184110194444656 0.081929816929914523 0.22460504637274425 0.11822087282052984 0.033431346466386458 0.08234865590929985 0.058977004220650997 0.16949395998744876 0.099133885290939361 0.30659211614874948
leaf_count=83 110 54 1106 261 37 112 6 1 108 133 36 569 5 62 250 35 116 76 67 154 1 95 41 33 21 37 50 91 13 147
internal_value=0 -0.000245517 -0.00056907 0.000102115 0.000267618 0.000734898 -0.00015317 -0.000323441 0.000530288 -0.000819403 -0.000652295 -0.00102641 -0.00046929 -0.00010258 -0.000712275 -0.000460227 0.000150626 -0.000106366 5.63901e-05 0.00014216 -0.000682947 0.000298169 -2.4286e-05 0.000431791 -7.13037e-06 7.12941e-05 0.000125379 3.31088e-05 0.000136502 0.000329761
internal_weight=0 1.49123 0.719807 2.16322 1.31239 0.485933 0.85083 0.681137 0.169693 0.534048 0.415217 0.246379 0.308079 0.200811 0.116494 0.115479 0.185759 0.168838 0.771418 0.712453 0.113288 0.599165 0.306535 0.155519 0.826453 0.749977 0.716546 0.657569 0.57522 0.405726
internal_count=3910 2200 1788 1710 804 408 906 792 114 1556 682 570 450 317 255 147 232 112 412 358 155 203 136 116 396 359 338 288 251 160
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=124 38 1456 52 133 14 3 3 0 48 4 160 3 3 39 2 15 0 160 15 42 12 38 133 3 0 9 105 0 1
split_gain=0.0501381 0.0837595 0.0479254 0.0476779 0.0499905 0.0445748 0.0524491 0.059867 0.0602789 0.0669559 0.0665914 0.0884833 0.0568374 0.0530107 0.0511031 0.0494369 0.0634897 0.0597099 0.0484478 0.0550277 0.0463212 0.0438512 0.0625173 0.0442005 0.0710943 0.0411702 0.0488382 0.0398561 0.0394683 0.0353761
threshold=-0.048219999999999992 0.098160000000000011 1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.077685000000000018 0.24227500000000002 -0.097604999999999983 -0.10783 0.086285000000000014 0.0057500000000000008 0.088785000000000017 -0.084129999999999996 -0.084014999999999992 0.16168500000000002 0.12238000000000002 0.091915000000000011 0.12500000000000003 -0.080734999999999987 -0.053579999999999996 0.094425000000000023 0.093870000000000023 -0.073614999999999986 0.10599500000000002 0.10666500000000002 -0.089879999999999974 -0.016839999999999997 0.094650000000000012 -0.068484999999999976 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -2 -5 6 7 15 9 -9 -11 -12 -10 -14 18 16 17 20 -15 25 -6 22 -21 24 28 26 -20 29 -23 -1
right_child=2 -3 -4 4 5 -7 -8 8 12 10 11 -13 13 14 -16 -17 -18 -19 19 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018177490616353277 -0.0010590502147888564 -0.0012475665117784439 -0.0011887983434494204 -0.0012712251367124798 0.00068941755700084497 -0.00092668148529564053 0.00092417001159371523 0.00038987771781403592 -0.0012959403017910834 -0.0011693953516215248 -0.00085469976887103259 0.00076027418310146467 0.0013405872196638352 -0.0012543630480779464 0.0011560611736962489 0.0013311345367747029 -0.0010101932190355186 -0.00030434781491099421 0.0013702690634042154 0.00039136038638725075 -0.00060317671773436725 0.00073918291426882982 -0.0013313295625376627 -0.0013597484675472841 0.0010811080959788916 0.00052724863445381101 -0.0011165558570294621 -0.00090256798424670753 -0.0013532404979612765 0.0010921276063607496
leaf_weight=0.12406815145368488 0.088764819390690586 0.049735299084204598 0.073160117687620985 0.060331556223447325 0.43911261123139644 0.097925288167971192 0.10637737423530769 0.52759463358234127 0.11324859494925676 0.12231727255129954 0.11052036160981515 0.13844688805693295 0.034967108368620936 0.10960895838343543 0.038971503145148745 0.071060780850530136 0.076025057205697522 0.21745464775085566 0.018109882821590872 0.047837900929155519 0.056709842581767589 0.023373935105155397 0.18869104246730994 0.041699077493831282 0.080825416836887598 0.18991375114728926 0.068112562337773852 0.028776680759619921 0.054194676686165622 0.20527025014052924
leaf_count=41 323 37 322 218 212 93 143 214 579 40 41 14 8 284 28 40 35 39 7 12 27 40 411 137 7 154 105 4 58 237
internal_value=0 0.000389145 -0.000111979 -8.67467e-05 -5.82949e-05 -3.36816e-05 -3.26698e-06 -3.88992e-05 -0.000171785 8.17196e-05 -0.000356173 4.33626e-05 -0.000397498 -0.000283979 -0.00034993 0.000255864 0.000159057 0.000283682 -0.000421298 -0.000293188 0.000541577 -0.000590598 -0.000982916 -0.000126841 0.000197736 0.000177071 -0.000594231 0.000616452 -0.000722726 0.00074918
internal_weight=0 0.40785 3.19536 3.1222 3.03343 2.9731 2.87517 2.7688 1.90843 0.898879 0.371285 0.248967 1.00955 0.896306 0.861339 0.860363 0.789302 0.713277 0.822367 0.712758 0.495822 0.436622 0.236529 0.200093 0.158394 0.276136 0.0862224 0.358115 0.0775686 0.329338
internal_count=3910 319 3591 3269 2946 2728 2635 2492 2139 309 95 55 1830 1251 1243 353 313 278 1215 931 239 665 423 242 105 266 112 282 98 278
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=39 51 3 52 45 14 457 484 453 0 0 16 12 474 16 52 4 13 47 3 2 12 1 42 13 448 46 122 49 1375
split_gain=0.0465717 0.0494336 0.0420975 0.038101 0.0343012 0.0532651 0.0370037 0.0456253 0.0377447 0.0351043 0.0439025 0.0462153 0.0626402 0.0569895 0.0450313 0.0474949 0.0447036 0.048818 0.0380766 0.0450929 0.0370727 0.0364421 0.0311827 0.0357666 0.057201 0.0337659 0.0351513 0.0329361 0.0294016 0.0424932
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 -0.42985499999999993 -0.080134999999999984 0.077685000000000018 0.081330000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23129999999999998 -0.074249999999999997 -0.14879499999999998 0.084575000000000025 0.084835000000000008 -0.19424999999999998 0.048695000000000009 0.11205000000000001 -0.074599999999999986 0.085165000000000018 -0.100615 0.10488500000000002 0.099370000000000014 0.088010000000000019 -0.089024999999999979 -0.028919999999999998 -0.06977499999999999 0.092020000000000005 0.089350000000000013 -0.084114999999999981 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 9 -9 11 14 13 -13 15 -11 17 21 19 20 -19 -12 23 -3 -25 -24 27 -27 -8 -30
right_child=1 22 -4 4 5 -7 28 8 -10 10 16 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.0012632641255588928 -0.0015240555864570074 -0.0015248353683028496 0.0013229696462628315 0.0015242670848592324 -0.0011834106412234313 -0.0015294322010420576 -0.00056271326143909439 0.00087947641294411599 -0.0014055310678419914 2.4374815255292895e-05 0.001123262693007806 -0.00055967337148848625 -0.0015183171527339196 0.0015181921054228968 0.001229916203172417 -0.0014584882382461389 0.0011606917196093818 -0.00074157654803698307 0.00050533862472462862 -0.0014189815439652365 0.0005542625002953875 -0.00032516064664842666 -0.0007596900573296685 -0.0012019013043329319 0.0012134010942028458 0.0011931052041822272 -0.00087904106153219709 -0.00048280784109853178 -0.00038177351682082883 0.00087067367451869738
leaf_weight=0.070920470466490637 0.029914451568402001 0.032567930005825474 0.044254773300053674 0.028269374743105646 0.10368580383283443 0.063026373287357162 0.07130251496710116 0.079038235893678421 0.053004939955826447 0.3018269797830726 0.12009295604002546 0.25685511577876241 0.15063432279316658 0.034385847940939129 0.057027992743316269 0.059389466823631665 0.085164467105641961 0.11514950820856029 0.099711911398117081 0.098230668331319326 0.090658171960967593 0.059771679774712538 0.032080151126137935 0.035926556924096076 0.060403405583201564 0.2600096282803861 0.024282506958115846 0.030056001502089202 0.086670896388568508 0.22077804803575407
leaf_count=345 20 25 123 14 500 104 35 32 51 120 38 233 1116 16 29 46 63 36 50 286 15 25 13 37 19 323 11 11 19 155
internal_value=0 0.00036587 -0.000141388 -0.000169496 -0.000134784 -0.00015604 -0.000115655 -0.000207923 -0.000147027 -0.000105541 -0.000156463 -0.000382951 -0.000724778 -0.000314347 -2.18107e-05 -0.00021943 0.000134824 -1.4877e-05 -0.000307475 -0.000574044 -0.00017076 0.00064193 0.000484812 -0.00015165 0.000312607 0.000721625 0.000872797 0.00101945 0.000314227 0.000517605
internal_weight=0 0.505241 2.34985 2.3056 2.23468 2.20641 2.14338 1.76463 1.66094 1.60794 1.5289 0.86012 0.441875 0.291241 0.418244 0.361216 0.668779 0.583615 0.40375 0.304038 0.205808 0.179865 0.475326 0.128898 0.09633 0.346428 0.314348 0.290066 0.378751 0.307449
internal_count=3910 459 3451 3328 2983 2969 2865 2656 2156 2105 2073 1560 1365 249 195 166 513 450 387 337 51 63 439 81 56 358 345 334 209 174
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=51 131 2 376 1 44 3 47 133 2 2 3 48 12 52 43 484 160 13 2 457 0 0 1 48 4 12 12 4 9
split_gain=0.0116646 0.0166924 0.0163368 0.0161893 0.0161818 0.022213 0.0164704 0.0174199 0.016221 0.0161717 0.0222411 0.0220228 0.0198178 0.0196417 0.0169969 0.0243301 0.0234583 0.017019 0.017399 0.0168694 0.0154152 0.0166567 0.0277693 0.0240386 0.0254776 0.0199429 0.0190018 0.0178167 0.0205241 0.027201
threshold=-0.40274499999999996 0.10350000000000001 0.16971500000000003 0.048375000000000008 0.14000500000000002 1.0000000180025095e-35 0.31335500000000011 0.11896000000000002 0.11253500000000001 0.11542500000000001 0.11230000000000001 0.11265500000000002 0.13696000000000003 0.099680000000000005 0.092885000000000009 -0.52334499999999984 -0.0043499999999999988 0.031805000000000007 -0.123625 0.097940000000000013 -0.0015249999999999997 -0.10575999999999998 -0.074249999999999997 1.0000000180025095e-35 0.086455000000000018 -0.48072499999999996 0.085325000000000012 0.085185000000000025 -0.077679999999999985 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 14 13 -11 16 -16 -2 18 -17 -13 -18 23 26 -22 -25 -24 27 28 -23 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 12 -12 19 -14 -15 15 17 20 -19 -20 -21 21 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0031300396299287427 -0.003131991195051519 0.0011524381109211932 0.0031319730659264641 0.0011127655466089375 0.0018585253870052789 -0.0027586018925654593 0.0031282656925606406 -0.0024047623146546313 -0.002886751727259954 0.0022586137326694009 -0.0020142666684345124 -0.00046824904296490546 -0.0020579906882532352 -0.0010431033925463824 0.0025688380862437152 0.00024922329198125577 -0.0017304349329755921 0.00080091446201359829 -0.0030287414894033483 0.0024792778986541262 -0.00172860432518062 0.0011318263926326196 -0.0031284621268439059 0.0021135050015089582 -0.0003596528946201866 0.00091000491631089365 -0.0026605842746415028 0.0029480880600936542 0.0031497707909868243 -0.0030541424841522549
leaf_weight=0.026874309410914177 0.022864924622068905 0.013292120764162974 0.016047743311219054 0.10838723174038012 0.037859443055367481 0.032678107644642185 0.014835167169166996 0.033552280551248148 0.02023902092452079 0.080505295379225572 0.061849784856690349 0.029138198711734731 0.017537173764139879 0.02253257112238316 0.014306740539723251 0.02016228483444138 0.041994311222878444 0.02082888523989368 0.073495369620786732 0.054381096127144701 0.029182093074040516 0.030626318983081546 0.012862918993960193 0.1271375213191277 0.05986415603729256 0.16797381046172055 0.054865125880098731 0.013676913144422542 0.0081793797248792544 0.044337459500751741
leaf_count=130 361 15 93 196 81 52 52 78 443 149 58 16 15 78 7 26 121 55 420 44 60 92 107 103 39 162 669 16 20 152
internal_value=0 -0.00171286 -1.95905e-06 -4.20055e-05 -0.000151083 -0.00021965 -0.000142609 -0.000188296 -0.000115992 -6.0376e-05 -0.000206271 -7.08708e-05 0.00101377 0.00153659 -0.000242083 -0.00127444 -2.53808e-05 -0.00175472 -0.00232307 0.00145095 9.48704e-05 0.000234567 -0.000204566 0.000910018 0.00132178 0.000622749 -0.00119088 -0.000358039 -0.000901891 -0.0020879
internal_weight=0 0.0401664 1.2719 1.25585 1.14747 1.10961 1.07693 1.06209 1.02854 1.0083 0.887727 0.825878 0.120575 0.103038 0.742358 0.128793 0.613565 0.114487 0.0936577 0.0835193 0.5907 0.548706 0.332522 0.216184 0.187002 0.180837 0.151685 0.0968201 0.0831432 0.0525168
internal_count=3910 145 3765 3672 3476 3395 3343 3291 3213 2770 2528 2470 242 227 2410 508 1902 501 446 60 1541 1420 1218 202 142 269 949 280 264 172
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=4 11 151 0 1 42 13 0 13 16 15 160 1 0 47 39 42 39 13 0 160 2 123 133 48 142 4 2 3 50
split_gain=0.0590635 0.0678527 0.0511552 0.0470392 0.06056 0.0456172 0.0567874 0.0430354 0.0820984 0.047533 0.0556888 0.0453854 0.0525668 0.0545308 0.0421891 0.037607 0.0458409 0.0467361 0.0481239 0.0547581 0.0471159 0.0446581 0.0443313 0.0427255 0.0369884 0.0363505 0.03405 0.0500259 0.0478708 0.0316847
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.017269999999999997 0.089605000000000018 0.088915000000000008 0.11596500000000001 -0.10575999999999998 -0.11267999999999999 -0.014754999999999999 0.079360000000000014 -0.030424999999999997 0.076710000000000014 -0.15713499999999997 0.096300000000000011 0.16168500000000002 -1.0000000180025095e-35 0.085220000000000004 -0.084184999999999996 -0.053834999999999994 -1.0000000180025095e-35 -0.0098549999999999974 -1.0000000180025095e-35 0.087035000000000015 -1.0000000180025095e-35 -0.073359999999999995 -0.14301 0.097940000000000013 -0.12817999999999996 0.11901000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 9 -9 11 -11 -1 -13 -14 -15 16 22 18 -18 20 -20 -22 -10 24 -23 -4 27 28 -5 -27
right_child=2 -3 25 4 -6 -7 -8 8 15 10 -12 12 13 14 -16 -17 17 -19 19 -21 21 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0010021842739460604 -0.0010831188840036571 -0.0010910283754023695 -0.0011201497826036687 0.00049662627017756642 0.0010916825051830263 -0.00078094315110052042 0.0010877721855686853 0.00075109319231831274 0.0012493532938564035 0.00081965679930453032 -0.00075949592457633477 -0.00091927837864737966 -0.00021433972907271802 0.0010872171221842665 -7.384921761736379e-05 0.00096668039814656566 -0.0011364515390840568 0.00087798795114236094 -0.001040741156774821 -0.0011792337022080578 -0.0012453177018973188 -0.00096420298641029117 -0.0011963746433730305 -0.00124500972427613 0.00052216550455378937 0.00065081113780763417 -0.00083606157856807065 0.00068031011548649455 -0.0010309742424868228 -0.0004981908934593547
leaf_weight=0.084079226661742723 0.035800579804345034 0.10784990272804851 0.021399630641099066 0.054737090445996728 0.10168743247413659 0.086696536542604008 0.0896692113019526 0.093451186957282384 0.01221438217908144 0.17955010429796026 0.042748670575747383 0.086287381705005828 0.28808194324301439 0.12230480165817426 0.080064358975505456 0.027201210134080611 0.12648748234732998 0.043791982450784417 0.06814953692810477 0.086700555041712701 0.034969062427990916 0.028724126808810979 0.18528626951410943 0.027546017155145819 0.26198336389916121 0.38655954197020026 0.064764878203277809 0.14109117877524113 0.07542111224756809 0.04104766521777492
leaf_count=90 20 175 4 18 95 41 13 68 3 87 25 68 81 71 18 12 617 54 335 105 32 18 883 264 180 429 10 27 48 19
internal_value=0 -0.00012541 0.000347314 -8.36478e-05 0.000215139 4.11796e-05 0.000208617 -0.000181261 -0.000358383 1.86032e-05 0.000515981 -0.000148715 -2.42924e-05 0.000133167 0.000627858 -0.000473195 -0.000517913 -0.000364419 -0.000450159 -0.000279303 -9.41351e-05 8.84998e-05 -0.00104512 0.000235057 0.000375301 0.000461367 -2.5996e-05 0.000167419 -0.000388553 0.000540514
internal_weight=0 2.60154 0.484807 2.49369 0.614067 0.51238 0.425683 1.87962 0.996505 0.883116 0.222299 0.660818 0.576738 0.490451 0.202369 0.903054 0.875853 0.678352 0.63456 0.508073 0.421372 0.353223 0.197501 0.318254 0.290707 0.449007 0.336014 0.271249 0.130158 0.427607
internal_count=3910 3438 472 3263 252 157 116 3011 2571 440 112 328 238 170 89 2503 2491 1605 1551 934 829 494 886 462 198 452 103 93 66 448
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=146 10 14 375 376 2 123 151 4 11 15 160 4 1213 160 47 42 43 13 402 16 16 3 49 475 133 4 160 48 3
split_gain=0.0122691 0.0147623 0.0129935 0.0126472 0.0148477 0.0206406 0.0271982 0.0137418 0.0139278 0.023869 0.0206674 0.0169327 0.0173707 0.0179766 0.0179537 0.0177307 0.0179519 0.0226412 0.0177057 0.0171986 0.0164274 0.0159654 0.0154935 0.015482 0.0142497 0.0140407 0.014954 0.0246286 0.0190097 0.0321919
threshold=0.10949000000000002 0.08302000000000001 0.077685000000000018 0.087245000000000017 0.048375000000000008 0.094825000000000007 0.085110000000000005 -0.52174999999999983 0.27020000000000005 0.080455000000000013 -0.11739999999999999 -0.092169999999999988 -0.49837999999999999 -1.0000000180025095e-35 -0.077849999999999989 0.10783500000000001 -0.015514999999999999 -0.11046999999999998 0.28269500000000009 0.076115000000000002 0.31524000000000002 -0.52488999999999997 -0.15327499999999997 0.51898500000000014 -0.086004999999999984 0.10681500000000001 -0.060264999999999992 0.0050800000000000003 0.083775000000000002 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 9 10 21 19 18 24 -15 16 22 -18 -13 23 25 -9 -16 -12 -14 26 27 -19 29 -28
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 11 12 13 14 15 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0035946089713637212 -0.0028425997805011931 0.0024265600209652845 -0.0025757897763931123 -0.0031239865093355768 0.002680349092683497 0.0031187196628561439 -0.0027364821198528617 0.0029487038033812725 0.0009514652529669901 -0.0035957809294781926 -0.0035067468993287662 -0.0035842197664825242 0.0035944034617790372 0.0023205961005055681 0.003598185108178509 0.0018881096480273729 0.0024479925956113692 0.0019718404213300723 0.0023857566451689544 0.0024879203048548473 -0.0035945982350031962 -0.0028633974427662761 -0.0031014972556661371 0.0035986000391882034 -0.0035945418505624466 -0.0034426052596452515 -0.003586122123035931 -0.0015689499175350846 0.00050184106019266004 4.087021432267409e-05
leaf_weight=0.014302313237521402 0.020126269679167419 0.031092310130588774 0.026290563328302485 0.016731381818317348 0.022086196049713069 0.045696742919517419 0.026041552981951099 0.0069061363055880056 0.1530448630680894 0.026207583910945687 0.041030505646062254 0.028587741356204122 0.0041713763494044534 0.057130592161114935 0.00507755694707157 0.073262558122678456 0.051695066471437956 0.10906203764443423 0.0082541420124471188 0.0095113411788361191 0.016295710686449638 0.051774195444067361 0.036021123666500232 0.0043752514757215968 0.024050882740368484 0.014223742769956971 0.049248149213212189 0.032987374092840582 0.18501120265648296 0.087791527860082486
leaf_count=62 11 94 118 38 46 87 30 9 344 115 395 88 4 165 4 80 62 162 2 33 104 183 426 2 494 209 236 42 164 101
internal_value=0 -1.67958e-05 -7.87173e-05 -2.40358e-05 1.9776e-05 0.00139038 -0.000250656 -9.81998e-05 -5.17131e-05 -0.000218111 -0.000119367 2.49192e-05 0.000160119 0.000278977 0.000389496 0.000222508 1.47737e-05 0.000186939 -0.00224669 -0.00190242 -4.93742e-05 -0.00217937 -0.00227378 -0.00282208 -0.00253198 7.14057e-05 0.000179103 0.00114958 -0.000248953 -0.00126257
internal_weight=0 1.25796 1.22687 1.20058 1.18385 0.0938245 0.0481277 1.09002 1.07572 0.922676 0.896468 0.837788 0.782871 0.746029 0.717807 0.660676 0.587413 0.546315 0.0368419 0.0549171 0.49462 0.0586803 0.0410987 0.0454058 0.0282223 0.478324 0.4641 0.142049 0.322051 0.13704
internal_count=3910 3899 3805 3687 3649 163 76 3486 3424 3080 2965 2773 2343 2253 1755 1590 1510 1080 90 430 1018 192 430 397 498 914 705 204 501 337
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=160 2 11 16 12 0 0 0 1429 12 51 123 1374 4 2 3 133 48 147 13 13 3 43 0 151 51 40 52 43 43
split_gain=0.041105 0.0405537 0.0397343 0.0388164 0.0354561 0.0512933 0.071547 0.0444812 0.04608 0.0382417 0.0349047 0.0335688 0.0360026 0.0383807 0.0708137 0.0371621 0.0366019 0.0337029 0.0395736 0.0406917 0.0552464 0.0426213 0.0474204 0.0480867 0.0305901 0.0302374 0.0298791 0.0382223 0.0334101 0.0338693
threshold=-0.40446999999999994 0.091985000000000011 0.089560000000000015 -0.15168999999999996 0.085325000000000012 -0.06402999999999999 -0.053834999999999994 0.048950000000000007 0.084920000000000009 0.085185000000000025 -0.26158999999999993 0.088610000000000008 0.090240000000000015 -0.49837999999999999 0.11085000000000002 -0.10140999999999999 0.10681500000000001 -0.089609999999999981 1.0000000180025095e-35 -0.089899999999999994 -0.5337599999999999 -0.078669999999999976 -0.06705499999999999 -0.072864999999999985 -0.0080899999999999982 0.12190000000000002 0.028705000000000001 -0.082554999999999976 -0.085114999999999982 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 7 -6 -7 8 9 26 -3 12 13 14 -12 -15 17 -17 19 20 -19 -21 -23 24 -24 -26 27 -5 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13 -14 15 -16 16 -18 18 -20 21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00086786048617509034 0.00013813590232406722 -0.001019955529506905 -0.00076660837688406877 -0.0009536166468008374 -0.0010708305733954113 0.00075374677819099116 -0.0008897674746484505 0.0010712670687318168 0.00090525516962212938 0.00098731214837234995 -0.0012031162800917056 0.00092024459547929225 -0.00098803104311220966 0.00062563486232669152 0.00085378555551513349 -0.00082657948008924855 -0.0011678510708547571 -0.00084265038044168219 0.0011760970165734796 -0.0011630640792328749 0.00080924576692742813 0.00067201681879026226 -0.00069426070250776099 -0.0011497582601495812 0.00053332311150295264 -0.00033057480242847277 0.00056217619163627614 -0.0011866827939132991 0.0011915143032447588 -0.00022266558406526478
leaf_weight=0.08312694961750855 0.43508650320836784 0.034881005627994344 0.06903043620786764 0.15490734763352521 0.16867652916243991 0.07172463987080846 0.080075318095623294 0.041021517041372135 0.048681831469366443 0.031023948769416165 0.070776600334283457 0.084620039839137351 0.038956474621954729 0.27409070215344344 0.036103387727052905 0.046128096175379496 0.030276387682533823 0.033802142144850222 0.057908300021153991 0.043232291593994332 0.20020341797862728 0.13785264459693225 0.065238638999289278 0.057856060544512644 0.16165817297724061 0.090142820949949964 0.044650191404798534 0.046763678130446351 0.026405741125017812 0.28837989093926786
leaf_count=305 232 118 82 173 1158 29 68 42 40 27 71 125 30 128 11 24 163 13 65 120 143 129 24 69 93 23 17 101 20 267
internal_value=0 -1.57502e-05 0.000119489 -0.000159962 -0.000289361 -0.000617238 -0.000113216 -0.000135252 -0.000212487 -0.000304382 0.000161278 0.000190114 0.000144152 0.000177943 -0.000508308 0.000239147 0.000124538 0.000168306 0.00022243 0.000152524 0.000570629 -2.34516e-05 7.26346e-05 -0.000147764 3.50886e-05 0.000224054 -0.0003758 -0.000456893 -0.000244069 -0.000104037
internal_weight=0 2.97015 1.53276 1.4374 1.00231 0.320476 0.1518 0.681834 0.640813 0.592131 1.46373 1.42885 1.34423 1.30527 0.10688 1.19839 0.924299 0.894023 0.847894 0.789986 0.234006 0.555981 0.512748 0.374896 0.31704 0.251801 0.561107 0.516457 0.361549 0.314786
internal_count=3910 3605 1431 2174 1942 1255 97 687 645 605 1349 1231 1106 1076 82 994 866 703 679 614 156 458 338 209 140 116 578 561 388 287
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=39 51 1348 1 46 105 122 42 13 3 1365 158 1373 133 483 4 52 133 3 48 2 43 159 15 3 4 0 0 48 13
split_gain=0.0109626 0.0145371 0.0132265 0.0135268 0.0158822 0.0147053 0.0141131 0.0138334 0.0269633 0.0126584 0.0122026 0.0125685 0.0122791 0.0121669 0.0124408 0.0155956 0.0120236 0.0122044 0.0132561 0.0204418 0.019887 0.0193418 0.0194042 0.0190977 0.0229403 0.0327373 0.0239318 0.0256128 0.0159295 0.0150724
threshold=0.005105000000000001 -0.40274499999999996 0.083955000000000016 0.088010000000000019 0.092020000000000005 0.094650000000000012 0.089350000000000013 -0.089024999999999979 -0.028919999999999998 0.31335500000000011 1.0000000180025095e-35 0.11015500000000002 0.099250000000000019 0.10681500000000001 0.080590000000000009 0.62104500000000018 -0.42985499999999993 -0.26719999999999994 0.13772500000000001 0.12675000000000003 0.10274500000000002 0.093240000000000017 0.09141500000000001 -0.11739999999999999 -0.12817999999999996 -0.23071499999999998 -0.070894999999999986 -0.10575999999999998 0.086285000000000014 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 -5 -3 -9 10 11 12 13 14 16 -16 -1 -18 19 20 21 22 23 -19 -25 -26 27 28 -27 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.0026412583125413717 -0.0037426842274332832 -0.0037464734469009882 -0.0032893815520506279 0.0030266789200169104 -0.0024327664564525596 -0.0023488132120114882 -0.0010449023651425758 -0.0030478322280011955 0.0030728936123499118 0.0029347446626130213 -0.0033313061423809035 -0.0037402744376717071 -0.0037430166285682765 -0.0028514150667173122 -0.0034102105545122567 0.0037405360671081312 -0.0032923731214322257 -0.001885424406126717 0.0015925979384932617 -0.0024508437370634045 0.0012541493910889782 -0.0029760457519171558 -0.002961743606314864 0.0023346964884436955 -0.0037479478288172238 0.0015772863632200643 0.0023614733804261656 0.00013016653567250375 -0.00083320834546039715 -0.0025561452249529075
leaf_weight=0.023043055579193727 0.0097267481526159827 0.01316943084225386 0.0098381783864169847 0.10073744533860918 0.011379665796994232 0.0092577956238528714 0.013469147517753299 0.016660178554502636 0.025292350910604111 0.017455103724841936 0.017894748566050001 0.013949700356590711 0.013238882501582339 0.022255975944005968 0.027824341719508539 0.0050251121374458299 0.014630860013368996 0.057306579441501193 0.08052867598598823 0.044746366298568319 0.17448441798353542 0.032668799824477901 0.029565943873365086 0.072246659148731518 0.029392842364358907 0.11905958750571666 0.067306565273613117 0.049953678757446718 0.0563742098165676 0.069984611541088149
leaf_count=279 20 25 11 322 11 4 11 36 19 123 68 159 27 480 270 14 187 83 53 29 254 36 143 94 34 83 33 385 22 595
internal_value=0 0.00071701 0.000934114 0.00115285 0.00179019 0.00217942 0.00254649 -0.000406293 0.000642232 -0.000219686 -0.000273589 -0.000219067 -0.000169433 -0.000120979 -5.72903e-05 -0.00231633 2.32577e-05 9.16113e-05 0.000147643 2.75221e-06 0.000147528 -0.000183183 -1.7651e-05 0.000149222 0.00040034 4.38973e-05 0.000351203 -0.000106879 0.000802694 -0.00143731
internal_weight=0 0.209531 0.199804 0.189966 0.134844 0.123464 0.114207 0.055122 0.0419525 1.03894 1.02148 1.00359 0.989637 0.976398 0.954142 0.0328495 0.921293 0.89825 0.883619 0.80309 0.758344 0.583859 0.551191 0.521625 0.464318 0.392071 0.362679 0.295372 0.175434 0.119938
internal_count=3910 459 439 428 348 337 333 80 55 3451 3328 3260 3101 3074 2594 284 2310 2031 1844 1791 1762 1508 1472 1329 1246 1152 1118 1085 105 980
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=45 14 1213 1429 484 52 1 47 42 2 160 13 43 3 12 151 49 12 457 4 16 13 4 16 4 160 15 9 133 0
split_gain=0.011029 0.0204813 0.0104489 0.0108433 0.0141714 0.0171091 0.01309 0.0146485 0.0139247 0.0226893 0.0193801 0.0183905 0.0163581 0.0234026 0.0246565 0.0233827 0.0296764 0.0222128 0.0195648 0.018802 0.0209443 0.0192764 0.0203571 0.0279126 0.0254419 0.0234486 0.0209512 0.013591 0.0135593 0.0133792
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085815000000000016 0.14114500000000005 0.11561500000000001 0.11381500000000001 -1.0000000180025095e-35 0.096540000000000015 -1.0000000180025095e-35 0.2741050000000001 -0.073139999999999983 -0.078669999999999976 0.092365000000000017 0.089560000000000015 -0.088729999999999989 -0.036459999999999992 -0.0034949999999999994 0.17888000000000001 -0.19424999999999998 0.098990000000000009 -0.0017649999999999999 0.27091500000000007 0.0057500000000000008 0.088785000000000017 0.083185000000000023 -0.087089999999999987 -1.0000000180025095e-35 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 7 8 9 -5 28 -11 13 14 -12 16 -14 -18 -19 20 -20 22 23 26 -24 -26 -22 -15 -10 -8
right_child=1 -3 3 4 5 -7 29 -9 10 11 12 -13 15 27 -16 -17 17 18 19 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0032593089194921784 -0.0018480328409390644 -0.0025518272698087032 -0.0021277200577050708 -0.0030157113346601359 0.0019739074023596682 -0.0027894226290123029 0.00045241739482292044 -0.0032574169264214864 0.0016924646829992243 0.0013059723000847941 0.00086837059797684679 -0.0032566504701312215 -0.002669190061932909 -0.0011627901846089318 -0.0027610927288390283 0.0031976975663338186 -0.0031202606448462985 -0.0027894133773550887 -0.0022978021617582642 0.0023632636676487002 0.0029585806454536473 -0.0032972577160441364 -0.0029768505671554269 -0.0016579552036039191 -0.0014065830980791885 0.0019587260042055513 -0.0022571301060865462 0.0028055152783858016 -0.0020188641299454858 0.0032243660192336964
leaf_weight=0.010543893709837104 0.031739935471335801 0.034469244270553534 0.023799882119817428 0.043844460524268825 0.069218887100646387 0.0090138705430717891 0.17711057631572658 0.016155565308281439 0.0122423321287215 0.037987980682657962 0.085368296464366722 0.012391101042112496 0.049306623419396955 0.010437774308229564 0.025773109159672458 0.021244878822471946 0.022406300471629392 0.021414646733546205 0.033742143100425337 0.045304942006623605 0.081882452145691231 0.013809349405164539 0.0282454735454436 0.021796360553821614 0.037468405168510799 0.052695960196274427 0.0090454008011420228 0.072750255951404497 0.06962376510682533 0.02055331794099402
leaf_count=15 578 122 180 465 275 73 344 58 46 191 207 21 31 18 40 19 27 21 19 58 44 8 52 64 35 13 223 128 453 82
internal_value=0 -8.14977e-05 -7.86202e-06 4.40721e-05 9.1026e-05 0.00142508 -1.10343e-05 -0.000191145 -0.000129896 -0.00130503 2.506e-05 0.000183762 0.000217717 0.00100311 2.67171e-05 -0.000130454 -0.000299965 1.76388e-05 0.000221193 0.000420184 0.000104304 0.000435206 0.000658206 0.0016474 -0.00028349 0.000560249 0.00243973 0.0023076 -0.00146387 0.000740648
internal_weight=0 1.19084 1.15637 1.12463 1.10083 0.0782328 1.0226 0.824938 0.808782 0.0942235 0.714558 0.0503791 0.632692 0.194329 0.111141 0.438363 0.417118 0.367811 0.345405 0.32399 0.278686 0.244943 0.231134 0.112724 0.11841 0.0901644 0.0909279 0.083188 0.0818661 0.197664
internal_count=3910 3895 3773 3195 3015 348 2667 2241 2183 677 1506 212 1007 393 247 614 595 564 537 516 458 439 431 331 100 48 267 146 499 426
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=146 15 50 474 11 48 480 401 1456 1453 1372 1211 14 1 0 157 16 2 2 3 2 123 0 4 15 130 13 42 2 43
split_gain=0.0102562 0.0122375 0.0176074 0.0196203 0.0119877 0.0200188 0.0117788 0.0116535 0.0121556 0.014306 0.0117162 0.0110109 0.0101573 0.0117197 0.0203926 0.0173125 0.0159162 0.0145634 0.0136744 0.0161688 0.0263398 0.0157106 0.0134358 0.0134951 0.0179007 0.0132679 0.0142551 0.0150351 0.0169867 0.015072
threshold=0.10949000000000002 -0.26361999999999991 0.11843500000000001 -1.0000000180025095e-35 0.087830000000000005 -1.0000000180025095e-35 0.08456000000000001 0.087020000000000014 -1.0000000180025095e-35 -0.09343499999999999 -1.0000000180025095e-35 0.082530000000000006 0.088250000000000009 1.0000000180025095e-35 -0.089879999999999974 -1.0000000180025095e-35 -0.50763499999999995 1.0000000180025095e-35 0.14073000000000005 -0.0026499999999999996 0.075670000000000015 0.080750000000000016 -0.10462499999999998 -0.14301 -0.053579999999999996 -1.0000000180025095e-35 -0.5337599999999999 0.091955000000000023 0.08400500000000001 -0.11652999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -3 -10 12 13 14 16 -16 -12 -18 19 20 21 22 -15 -24 -25 -17 -27 28 -28 -29
right_child=-2 4 -4 -5 5 -7 -8 -9 10 -11 11 -13 -14 18 15 25 17 -19 -20 -21 -22 -23 23 24 -26 26 27 29 -30 -31
leaf_value=-0.0040718483545250615 -0.0030906427278550416 0.0022428608250834327 -0.0022873659186677178 0.0031369487428445837 0.0032824426223153564 -0.0035256442614451347 -0.0040462696180879427 -0.0031710970035258423 -0.0040506379209976776 -0.0037264435992538651 0.0014276994274398172 -0.0038708873206655878 -0.0035213921366970963 0.0015402184579715609 -0.0040471521522199043 -0.0040492960866949784 0.004061681067030953 -0.0035496154096118964 0.0036441297507115535 -0.0001326881595477209 0.0028620282443702749 0.004046434771617086 0.0036978048501257262 0.00051838320874564 -0.0034710896252896535 -0.0040544314680479891 -0.0040577319045374642 0.00099379573676610386 0.0015427612645446337 -0.0040527036758805611
leaf_weight=0.0068803648464381686 0.017993102679611295 0.008705675105602495 0.01632381466060906 0.060081614818045526 0.0087966528080869466 0.035814605640780317 0.011863077939267441 0.018512388401120461 0.010704763293915343 0.026693493486163344 0.016728023370660594 0.010716638147471258 0.01151865617043768 0.042814353178982856 0.014558235844219447 0.010161152013381081 0.0044227479957040785 0.058212562701044135 0.024214782978560834 0.2769828648154089 0.10200526820858613 0.015228082027988421 0.0081466627525514923 0.031909494711726438 0.043405740167941076 0.010062348330393101 0.0092723989632779169 0.019943801686167717 0.19683565085608734 0.018797659243261933
leaf_count=1 11 31 25 272 8 117 252 266 47 318 37 194 38 21 159 159 1 263 76 320 177 64 14 104 285 4 21 4 462 159
internal_value=0 -1.35383e-05 0.00147827 0.00239624 -0.000132204 -0.00218319 -4.09272e-05 7.04165e-06 6.75689e-05 -0.00225842 0.000155477 0.000204104 0.000251819 0.000299913 -0.000267312 0.000246118 -0.00207635 -0.00301217 0.000673748 0.000535557 0.00129566 0.000166524 -0.000301368 -0.00124607 -0.00178083 0.000481911 0.000662531 0.00085638 0.00129081 -0.00145481
internal_weight=0 1.13031 0.0832858 0.066962 1.04703 0.0446113 1.00242 0.990553 0.972041 0.0353992 0.936642 0.925937 0.91522 0.903702 0.358995 0.279631 0.0793633 0.0626353 0.544707 0.520492 0.24351 0.141504 0.126276 0.0834619 0.0753152 0.265073 0.254912 0.24485 0.206108 0.0387415
internal_count=3910 3899 298 273 3601 125 3476 3224 2958 349 2609 2562 2368 2330 1269 968 301 264 1061 985 665 488 424 403 389 809 650 646 483 163
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=160 1444 147 1 0 2 13 4 52 457 16 1186 4 52 42 13 16 2 16 12 39 106 47 1373 148 484 1 48 12 16
split_gain=0.0097708 0.0111668 0.00997606 0.0105314 0.013732 0.0175948 0.015945 0.0155386 0.0124507 0.0118158 0.0125632 0.0116165 0.0113098 0.0209978 0.0150779 0.0127668 0.0199318 0.0144241 0.0122881 0.0198855 0.0110471 0.0139908 0.0149521 0.011971 0.0133364 0.0182137 0.0114663 0.0272173 0.0186396 0.0186257
threshold=-0.40446999999999994 -0.083574999999999997 -1.0000000180025095e-35 0.085835000000000009 -0.074249999999999997 0.084065000000000015 -0.083514999999999992 0.0021050000000000005 0.084240000000000023 0.085130000000000025 -0.50763499999999995 0.084100000000000022 -0.49837999999999999 0.10433000000000002 0.09901500000000002 0.11596500000000001 -0.035699999999999989 0.091985000000000011 0.18936500000000003 0.093125000000000013 0.005105000000000001 0.091500000000000012 0.084695000000000006 0.09586500000000002 -1.0000000180025095e-35 -0.0043499999999999988 0.13662500000000002 0.12738500000000003 0.11742500000000002 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 8 7 -7 -4 10 -9 20 13 -6 15 16 -14 -18 -19 -20 23 22 -22 24 -5 -26 27 28 -27 -28
right_child=2 -3 3 11 12 6 -8 9 -10 -11 -12 -13 14 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0032255323372686927 -0.0036527514467985843 -0.0036540676177977596 0.0014895473606946607 0.002360086687617737 -0.0040531080397683966 -0.0040467059042841791 -0.0036816483655598004 0.0023334070132763783 -0.0040560932203667147 0.0035639753798802662 -0.0023741760175941106 0.0038258782012838091 -0.0021262234356829402 0.0011907766558921929 -0.0040521937293889207 0.002770735678414626 -0.0022740833454840477 0.0038679418100986945 -0.0040495299466009119 0.0023251619851888611 0.0031548519834263475 -0.0022688627433791715 0.00016560227115380345 -0.0040499680116816844 -0.0027262065750485722 0.00055623166449488893 0.0040554607948182853 -0.0038679055068277257 -0.0026757881871333775 -0.0030713302424342564
leaf_weight=0.004664888187107862 0.01208591608383347 0.022300266592537921 0.045286603151680316 0.039557516797685821 0.025793443514430692 0.018467903340819936 0.057284816106829561 0.013858781355338579 0.0077528682213596758 0.013268451873045706 0.02799075234099746 0.015472009094537498 0.039025868189355606 0.024200125248171389 0.010496245223464484 0.04578707353266509 0.014996198140579509 0.033857347183584352 0.011075110793171916 0.028829337110096276 0.062584592694747698 0.015361993842361699 0.048612286602292443 0.011587243961457716 0.039104770667336197 0.32280994210861991 0.026062781040764094 0.028131662365012744 0.032075622126512826 0.0077877873955003443
leaf_count=11 36 294 131 100 55 407 782 21 75 6 102 29 68 6 122 31 11 32 38 77 275 25 63 24 163 763 90 28 27 18
internal_value=0 -0.00246392 3.89012e-07 4.17635e-05 -0.000458857 -0.00128571 -0.00208194 -0.000836608 0.000678932 0.000238972 -0.000815225 0.000364101 0.000190832 -0.00151473 0.00065407 0.000938669 0.000282209 0.00134117 0.00207617 0.000555925 0.000279577 0.00134831 0.00184803 1.28573e-05 0.000107861 -8.75295e-05 0.000159995 -3.93744e-05 0.000264112 0.00241584
internal_weight=0 0.0269652 1.07921 1.06712 0.417971 0.18391 0.130871 0.0735859 0.0530395 0.055118 0.0418495 0.649148 0.234061 0.0499936 0.184067 0.173571 0.127784 0.088758 0.0737618 0.0399044 0.633676 0.126559 0.111197 0.507117 0.49553 0.455973 0.416868 0.383017 0.354886 0.0338506
internal_count=3910 305 3605 3569 1964 1524 1318 536 206 129 123 1605 440 61 379 257 226 158 147 115 1576 363 338 1213 1189 1089 926 818 790 108
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=4 11 151 403 484 150 160 474 142 148 148 401 457 52 133 13 40 13 132 159 33 133 12 2 2 457 15 15 3 48
split_gain=0.0390684 0.0561674 0.0403314 0.034742 0.0328458 0.0583097 0.029276 0.0286486 0.0311832 0.0280527 0.0275355 0.0274623 0.0271701 0.0275311 0.0276688 0.02789 0.0375226 0.0342953 0.0330254 0.0498149 0.0349438 0.0369961 0.0477518 0.0319171 0.0555059 0.0522589 0.0461265 0.0420347 0.0434836 0.0346629
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -0.0043499999999999988 0.097030000000000019 -0.217635 -1.0000000180025095e-35 -0.073359999999999995 0.089690000000000006 0.087215000000000015 0.087020000000000014 0.53894500000000012 -0.42985499999999993 -0.26719999999999994 -0.5337599999999999 -0.082239999999999994 -0.091229999999999992 0.080815000000000012 0.09141500000000001 -1.0000000180025095e-35 0.086975000000000011 -0.083349999999999994 0.097775000000000015 0.10433000000000002 -0.0015249999999999997 -0.11739999999999999 -0.073314999999999991 0.0048550000000000008 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -4 -9 11 -6 12 13 -8 -15 -16 -17 -18 19 20 -19 23 -23 25 -25 -22 -27 -26 -29 -28
right_child=2 -3 7 4 6 -7 9 8 -10 -11 -12 -13 -14 14 15 16 17 18 -20 -21 21 22 -24 24 27 26 29 28 -30 -31
leaf_value=-0.001373871959354163 -0.0011983718660772134 -0.0012166757091167128 -0.0013905945993508341 -0.0012009119408339336 -0.00096544373079228982 0.0010622228085507559 -0.00086219843449110683 -0.0012339148807038183 0.00063310048374871962 -0.0013429455922614659 0.0011891363511069078 -0.0010394850407643302 -0.0012985922888226809 -0.0013756656927068232 -0.0010017579085588009 0.00097960564367613663 0.00054458630626339584 -0.001320793236633334 0.00074143205518636328 -0.0012303177606348384 -0.00095986952871394819 0.0013775793021077623 -0.0013121268076369606 -0.0012373637394650248 0.0012552100965219286 -0.0013833012130298576 0.00030137778790722137 0.00055039319289772323 -0.0010732394279262167 0.0010534106249567381
leaf_weight=0.037813594455657351 0.029530763749789912 0.083681414799229858 0.015034007286885753 0.10083285852988577 0.092623428038452249 0.027257644967903616 0.053576476082754065 0.017716059330268763 0.34927163158499741 0.027280023714410961 0.01271402086422313 0.041849890882076468 0.026324235048377775 0.022474058851459477 0.038192882329895261 0.10481465829252723 0.30194845307050888 0.035007709579078061 0.11108318424339803 0.06289988467869978 0.056308203769732446 0.015296154379029758 0.066633552993607736 0.076927210851863492 0.048072772537125275 0.025600686731195088 0.44052024584060545 0.062561660883147852 0.0617980269016698 0.15657478721550433
leaf_count=435 20 175 4 516 322 19 204 4 444 22 6 215 14 157 16 113 160 25 99 97 48 19 166 21 16 26 449 37 17 44
internal_value=0 -0.000113621 0.000347389 -6.98121e-05 -4.59807e-05 -0.000719317 -1.54779e-06 0.000466879 0.000542972 3.88396e-05 -0.00070539 5.96833e-05 8.57219e-05 0.000106661 0.000137436 0.000157869 0.000185107 0.000130365 2.77854e-05 -4.37487e-05 2.76519e-05 7.43769e-05 -0.000809963 0.000152421 -0.00026763 0.000306682 0.000421212 0.000164997 -0.000256438 0.000498582
internal_weight=0 2.19067 0.411552 2.10699 2.06917 0.128091 1.94108 0.382022 0.366988 1.83574 0.105337 1.80846 1.76661 1.74029 1.68671 1.66424 1.62605 1.52123 1.21928 1.1082 1.0453 1.01029 0.0819297 0.928364 0.24936 0.679004 0.622696 0.172432 0.12436 0.597095
internal_count=3910 3438 472 3263 2828 535 2293 452 448 1965 328 1943 1728 1714 1510 1353 1337 1224 1064 965 868 843 185 658 91 567 519 70 54 493
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=52 376 2 42 0 43 133 133 453 52 49 1456 1373 14 3 13 47 0 43 47 52 15 3 12 43 0 13 96 12 4
split_gain=0.00945318 0.012428 0.0130577 0.0121244 0.0145421 0.0139798 0.0118629 0.0119099 0.0115661 0.012428 0.0206406 0.0148334 0.0126694 0.0123137 0.0133967 0.0143308 0.0201651 0.0155309 0.0182832 0.0176895 0.0268697 0.0146762 0.0139267 0.0124016 0.0126553 0.018783 0.0174931 0.016531 0.0141587 0.0200597
threshold=-0.27466499999999994 0.088415000000000007 0.16971500000000003 0.091735000000000025 -0.017269999999999997 -0.074254999999999988 -0.26719999999999994 0.11253500000000001 0.096095000000000014 0.084890000000000007 0.14121000000000003 1.0000000180025095e-35 0.099250000000000019 0.077685000000000018 -0.15464999999999998 -0.17606499999999997 0.11603500000000001 -0.10575999999999998 -0.030974999999999996 0.093315000000000023 -0.010284999999999997 -0.24219999999999997 0.090325000000000003 0.099170000000000022 -0.083899999999999988 -0.089879999999999974 0.11596500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -5 -2 8 9 11 -11 12 13 14 -8 -16 17 18 -17 20 22 -19 -20 24 25 -23 27 -26 29 -29
right_child=1 -3 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 21 19 -21 -22 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0034685212067306968 -0.0034966630569992561 0.0022739441554939016 0.0036668405706032445 0.002226041772973818 0.0015788277233317776 -0.0036652211594466245 0.0023788135187014794 -0.0032143338075465355 -0.0030472870221275893 -0.0010445009728842535 0.0028358287123532193 -0.0034431225022087345 -0.0036679068045658509 -0.0019408357503490124 0.0021076509392761273 0.0026625689533191191 -0.0035773627762774769 0.003268615335649662 -0.0016068570447229772 -0.0024720695038564912 0.0029639681224874308 -0.0036647366147023667 0.00087581991880022938 -0.0029865476264508751 0.0036929630053392413 0.00161912938066959 0.0036768389114637482 0.0035667296498625187 -0.0025524658776470083 -0.0021057491996242716
leaf_weight=0.03748650900439543 0.013454926726353622 0.03235404889255733 0.012627482634570697 0.019924880346593454 0.0096220789205291313 0.0074130299821604231 0.049717638322363089 0.015530501622805559 0.016209326797252288 0.19926747251889765 0.020256972115021199 0.013826044110260227 0.010174299368600259 0.027713492444149779 0.059364815269418503 0.063977151750350458 0.018204566961117052 0.014431474373168274 0.050170567146778922 0.024915114427130902 0.054714138652343425 0.010405836000700219 0.076551310872673639 0.024786840199794824 0.0081950277090071522 0.067960659225832276 0.01014603057410568 0.014371628043591045 0.078511605709480348 0.019998491756723413
leaf_count=237 211 76 90 37 99 52 65 448 30 871 17 200 26 51 106 88 34 86 32 17 86 52 34 74 1 218 3 15 500 54
internal_value=0 4.07735e-05 -3.32945e-05 -0.00131165 -0.00243758 0.000628549 -8.18203e-05 -3.34251e-05 1.94742e-05 7.36447e-05 -0.000686437 0.000312647 0.00038853 0.000449751 0.000552241 0.00040005 0.000211396 0.000344257 0.000951994 0.000421647 0.000819017 -0.000316046 -0.000107099 -0.000536768 -0.000247048 0.000917515 -0.000942527 -0.00132962 -0.00169425 0.000266159
internal_weight=0 1.00784 0.975483 0.0744465 0.0471086 0.0273379 0.962856 0.949401 0.933871 0.917661 0.219524 0.698137 0.684311 0.674136 0.646423 0.596705 0.53734 0.519136 0.270328 0.206351 0.181436 0.248808 0.126722 0.234376 0.209589 0.0783665 0.131223 0.121077 0.112882 0.0343701
internal_count=3910 3485 3409 425 336 89 3319 3108 2660 2630 888 1742 1542 1516 1465 1400 1294 1260 257 169 152 1003 66 917 843 270 573 570 569 69
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=1426 4 160 133 151 42 0 0 43 39 43 1456 133 14 1365 157 49 33 158 1374 150 474 1453 49 42 13 1 15 4 1
split_gain=0.00910139 0.0136719 0.0099539 0.020425 0.0172665 0.0115692 0.0113488 0.0168074 0.0219941 0.0112238 0.0256343 0.0124168 0.0120861 0.0113098 0.0120207 0.0123201 0.0138034 0.0129297 0.013075 0.0129708 0.0149845 0.0141837 0.0129077 0.0112731 0.021257 0.0157426 0.0159715 0.0150168 0.0149002 0.0105065
threshold=-1.0000000180025095e-35 0.50657000000000008 -0.092169999999999988 -0.031394999999999992 -0.010684999999999998 -1.0000000180025095e-35 -0.017269999999999997 -0.10575999999999998 -0.066289999999999988 0.085220000000000004 -0.044024999999999988 1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 1.0000000180025095e-35 0.087580000000000005 0.27772500000000006 -1.0000000180025095e-35 0.088800000000000004 -0.094679999999999986 0.12118000000000001 0.088410000000000002 -0.099244999999999986 -0.088729999999999989 0.11315500000000002 0.076210000000000014 0.10884000000000001 0.10043500000000001 -0.51381999999999983 0.11866500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -4 11 -11 12 13 14 15 16 17 -7 19 20 -19 23 -20 25 27 26 -21 28 -25 -12
right_child=1 -3 5 4 -6 9 -8 -9 -10 10 29 -13 -14 -15 -16 -17 -18 18 22 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032676808631566592 0.0019331920874809589 0.002254271278251323 0.002092128303301384 0.0010384814259894719 -0.0032072526403905308 -0.0022059513311564771 0.00064766743551536541 -0.0027340329129966158 -0.0031604690889245183 0.002978807230822781 -0.0026396344486487966 -0.0032554664405144399 -0.0030635435562451525 -0.0018674678154444826 -0.0025782266460262775 -0.0023463263476508249 -0.0029587369076969966 -0.0030064316700812218 0.0032663497795383366 -0.0021017753183111307 0.0006455048420095454 -0.0021047721990596854 -0.0029295942797600092 -0.0013670248866214404 -0.0026038516634382222 0.0025913287052156844 0.0013386552392271353 -0.0024474490575212954 0.0014423168595126855 0.0010541130066055295
leaf_weight=0.0091799728995168861 0.016513662004399521 0.027332999132795632 0.022877195137198214 0.013335783309457838 0.042152280273597631 0.019014499470358492 0.035051781526817427 0.05156428485506126 0.013352365031551017 0.043456944146782917 0.01668391095881816 0.011960449483012781 0.012663625263684253 0.028436063488015861 0.015791562332992726 0.018195833605432199 0.012933413574955921 0.021709848632099016 0.0043290029279887668 0.043699397705949883 0.02625357467422873 0.01771639568221417 0.019918053885305653 0.021035354343439172 0.016149012594269152 0.016362505019060336 0.021192007964600634 0.011628866963519613 0.39332730174024388 0.015912408572148706
leaf_count=79 65 212 46 67 387 30 36 810 50 173 26 216 237 67 46 94 34 43 1 61 11 116 100 20 39 7 27 56 725 29
internal_value=0 -1.50923e-05 -7.69219e-05 -0.00124191 -0.00218685 1.31555e-05 -0.000916714 -0.00154129 0.000156289 0.000154465 0.00134358 3.09715e-05 8.5538e-05 0.000141888 0.000226007 0.000292752 0.000367171 0.000435198 0.00051708 0.000613416 -0.00100748 0.000757091 -0.00182339 0.000853962 0.00105857 -0.000259395 -0.000978212 0.00119741 0.0012997 -0.000836473
internal_weight=0 1.03055 1.00322 0.0720017 0.0554881 0.931216 0.122846 0.0877938 0.0362296 0.80837 0.0760533 0.732317 0.720356 0.707693 0.679257 0.663465 0.645269 0.632336 0.613321 0.589074 0.0479634 0.541111 0.0242471 0.523394 0.442141 0.0812539 0.0648914 0.425992 0.414363 0.0325963
internal_count=3910 3831 3619 519 454 3100 942 906 96 2158 228 1930 1714 1477 1410 1364 1270 1236 1206 1105 54 1051 101 935 840 95 88 801 745 55
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=52 0 1 2 44 2 16 9 48 484 4 2 146 52 1213 13 0 457 457 1373 15 43 13 16 2 2 4 3 1 14
split_gain=0.030947 0.0367376 0.0681908 0.0425462 0.0409931 0.045231 0.0682838 0.0426602 0.0420297 0.0345649 0.035323 0.0426576 0.0365085 0.0361195 0.0379176 0.0320519 0.0373187 0.0329219 0.0471358 0.0319144 0.0299369 0.039095 0.0380751 0.0349393 0.0367984 0.0404206 0.0290343 0.0271477 0.0270527 0.0259087
threshold=-0.42985499999999993 -0.075584999999999986 0.085835000000000009 0.084065000000000015 1.0000000180025095e-35 0.082715000000000025 -0.17157499999999998 -0.016839999999999997 0.12862000000000004 -0.083374999999999991 -0.49837999999999999 0.10836000000000003 0.10949000000000002 0.17829500000000004 -1.0000000180025095e-35 -0.10241499999999999 -0.13506999999999997 0.084715000000000013 0.085230000000000014 0.089210000000000025 -0.07052499999999999 -0.062599999999999989 0.17936000000000002 0.28937500000000005 0.10113500000000002 0.11500500000000001 0.070230000000000015 -0.084129999999999996 0.11561500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -8 19 -3 11 -11 13 14 -12 16 -5 -17 -19 29 -16 22 -22 24 -23 -26 -15 -2 -4 -7
right_child=1 9 4 15 -6 8 7 -9 -10 10 12 -13 -14 26 20 17 -18 18 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00088095205036584068 -0.00083763098991863037 -0.0011368595403511194 -0.00025791233445333065 -0.0012484605214755241 -0.0011077070238116281 0.00055074437146382144 0.0013084401537439535 -0.001292441570928708 -0.00049410917582786513 -0.00077750098630061668 -0.00083247010573303081 0.00096161630856513296 -0.0013068624476094272 -0.0012972295749737932 0.00094537916082892547 -0.001296100079929441 0.00046105605686875769 0.0011113073211172764 -0.0012954203315078132 -0.00080279903123521687 0.0010517404771246616 0.00057934648213083743 -0.00012370375496194947 -0.0012988106333816423 -0.0012522189770527064 0.00041263302589136612 0.00064336501462243121 0.00046966551486317355 0.00072933701391420349 -0.00062704700008823122
leaf_weight=0.070264558419012579 0.037684952685822282 0.032131566070802364 0.10399854060960922 0.033175698088598438 0.049362224352080264 0.53793667214813468 0.011637002782663219 0.11345249850592154 0.10043255835262244 0.10479387121085892 0.03679655708538121 0.030466777796391398 0.022263430757448077 0.037057818773064355 0.19551555915313656 0.18823581912829435 0.060063433469167982 0.025877297612169059 0.028750357698299922 0.034283034525287803 0.17317110357021193 0.15228459969694053 0.062861744057499891 0.029859340550501656 0.049902941820619162 0.047769211396143874 0.019795733875071164 0.09025808112983269 0.083950306827318855 0.033186375377681543
leaf_count=353 162 83 43 38 35 313 3 402 49 86 108 7 5 75 249 1191 45 8 79 19 121 139 34 26 26 35 6 66 63 41
internal_value=0 -1.0544e-05 -0.00013622 -0.00055029 4.36526e-05 9.94333e-05 -0.000309862 -0.00105048 0.000280955 0.00018306 0.000227121 -0.000385774 0.00032733 0.000372525 0.000448065 -0.000791974 -0.000147212 -0.00103951 -0.000155346 0.000409533 0.000514303 0.000350918 0.000738689 2.38216e-05 0.000181821 -0.000437978 -0.000621538 8.46082e-05 0.000183058 0.000482306
internal_weight=0 2.52696 1.53228 0.464046 1.06824 1.01888 0.313038 0.12509 0.705839 0.99467 0.962539 0.135261 0.827278 0.805015 0.748161 0.336103 0.0932391 0.242863 0.0546277 0.605406 0.711365 0.515849 0.236033 0.279816 0.249957 0.0976722 0.0568536 0.127943 0.187949 0.571123
internal_count=3910 3557 2557 1589 968 933 511 405 422 1000 917 93 824 819 738 1361 83 1278 87 373 630 381 155 226 200 61 81 228 106 354
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=4 11 151 403 160 51 142 1 47 31 2 15 0 0 15 12 3 40 2 2 42 43 132 52 14 13 39 12 15 1
split_gain=0.0314169 0.0496362 0.0320483 0.0276987 0.0284813 0.0245287 0.0245759 0.0244309 0.026244 0.0232943 0.0271955 0.0371802 0.0327222 0.0454409 0.0358389 0.0384256 0.0314297 0.0353466 0.0306765 0.0296872 0.0284057 0.0297086 0.0238793 0.0356483 0.0256231 0.029402 0.0332266 0.0305517 0.0271431 0.036362
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -0.217635 0.11024000000000002 -0.073359999999999995 0.11593500000000001 0.10976000000000001 -1.0000000180025095e-35 0.091985000000000011 -0.11739999999999999 -0.10575999999999998 -0.089879999999999974 -0.088734999999999994 0.084100000000000022 -0.015794999999999997 0.057150000000000006 0.08400500000000001 0.089785000000000018 0.091230000000000019 -0.074254999999999988 0.081240000000000021 -0.24084499999999998 -0.13131999999999996 -0.090744999999999978 0.090310000000000015 0.10167500000000002 -0.073314999999999991 0.093935000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -8 -6 11 -11 18 -14 -15 16 -16 -18 -13 -20 -17 -22 23 -12 -25 27 28 -26 29 -27
right_child=2 -3 5 4 9 -7 7 -9 -10 10 22 12 13 14 15 20 17 -19 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.001346777201227426 -0.0011708522399945316 -0.0011355595878748915 -0.0011781608873079814 -0.00075539954000886837 0.00089521768279576276 -0.00054674412526198605 0.0005624835198723727 0.0012064597281178813 -0.0009901811317820741 -0.0012228436324964636 -0.0010413706312101887 0.00067925711389250844 -0.0013495250033386818 0.0010252897805622407 0.00077173098407107537 -0.0011390700948057291 -0.0011491039436058422 0.00088140684499763799 -0.00075115454792024734 0.00045430209255061259 0.00054767653205971278 -0.0013473606047213289 0.00078800081087390162 -0.0011283035292106124 0.00091709437404379032 -0.00034938332439733434 0.0011903579479596925 -0.00029911138813943055 -0.00034820161338477252 0.0011344906327264695
leaf_weight=0.029902907682754054 0.024096236560581019 0.081656202722569904 0.013816536695230752 0.095399897233391928 0.051134754887243727 0.040317001577932388 0.15703046947965038 0.09675537064231321 0.022553365139174275 0.060041284569024023 0.049308405898727869 0.14132497899208796 0.069632138540782429 0.040804476035645743 0.079822481277687984 0.11362801313521231 0.046158865332473376 0.023405841086059809 0.080378492625641229 0.068593642630730756 0.047746638016633369 0.021842189106337173 0.092971618479168683 0.027457777163363062 0.1540583061050711 0.05774403453983723 0.038780377039074665 0.049420643968915101 0.27497964484928161 0.062077464621324907
leaf_count=435 20 175 4 332 58 20 150 264 14 115 177 51 214 54 103 716 55 6 53 24 54 135 100 16 125 70 50 13 268 39
internal_value=0 -0.000109498 0.0003277 -6.23387e-05 -4.03497e-05 0.000436966 0.000573652 0.00066124 0.000367489 9.60285e-07 -2.76163e-05 -0.000204559 -0.000121188 -0.00035133 -0.00016519 -0.00031124 0.0001954 -0.000465915 0.000230046 -0.000196107 -0.000724332 -4.71281e-05 0.000146384 6.28169e-05 0.00014475 0.000199619 1.53529e-06 0.000621704 -0.00011524 0.000419386
internal_weight=0 1.85827 0.354569 1.77661 1.74671 0.330473 0.290156 0.276339 0.179584 1.65131 1.60018 0.793379 0.733338 0.443041 0.373409 0.332604 0.149387 0.0695647 0.290297 0.148972 0.183217 0.0695888 0.806798 0.713827 0.664518 0.63706 0.433582 0.203479 0.394801 0.119821
internal_count=3910 3438 472 3263 2828 452 432 428 164 2496 2438 1580 1465 1337 1123 1069 164 61 128 77 905 189 858 758 581 565 427 138 377 109
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=484 150 15 11 421 14 401 160 133 148 14 1374 133 457 43 148 15 0 48 1 0 457 133 52 3 3 1 106 13 47
split_gain=0.0413022 0.052607 0.0343017 0.0459544 0.0341563 0.0363795 0.0339636 0.0333334 0.041393 0.0321189 0.0310259 0.0290024 0.0296823 0.0299671 0.0295709 0.0301688 0.0290552 0.0343442 0.0576906 0.061509 0.044132 0.0385889 0.0377516 0.0334351 0.0333095 0.0396459 0.0453479 0.0302269 0.0312102 0.0264914
threshold=-0.0043499999999999988 0.097030000000000019 -0.26361999999999991 0.088315000000000018 1.0000000180025095e-35 -0.46879999999999994 0.087020000000000014 -0.092169999999999988 -0.014244999999999999 0.087215000000000015 0.07802000000000002 0.098580000000000015 0.13493500000000003 0.53894500000000012 0.40422000000000008 0.089690000000000006 -0.23033499999999998 -0.10575999999999998 0.12862000000000004 0.076710000000000014 -0.076099999999999987 -0.0034949999999999994 0.084285000000000013 -0.42985499999999993 -0.084129999999999996 -0.08348499999999999 0.095575000000000007 0.092305000000000012 -0.5337599999999999 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 6 5 -2 7 8 -4 -10 11 12 13 14 15 16 -9 18 19 22 24 -21 -18 -22 -19 -26 -27 28 -25 -23
right_child=2 -3 3 -5 -6 -7 -8 10 9 -11 -12 -13 -14 -15 -16 -17 17 20 -20 21 23 29 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.0010604157703944118 -0.00024804873247643932 0.00097185152584871421 0.00069831758507056811 -0.00093475438353020216 -0.0012000760855954311 0.0011233726973992925 -0.0011268347973291172 -0.0010260795016606961 -0.0012506199375053172 0.0011138080557002231 -0.00099662874788203609 -0.0012797205373767577 -0.0012236361712274994 -0.0011771172355976151 -0.0013759797028345426 -0.0012101842688592543 -0.00085627472135074126 -0.0011446076877247972 -0.0009817159097133953 -9.2536798242130446e-05 -0.00091465575494517756 0.0011787495828697837 0.00080704536960992908 -0.0011869537042100745 0.001079745019426828 -0.00084811288119282144 0.00071416499322979169 -0.00084905730720719302 0.00049893810955017588 0.00035511087904771971
leaf_weight=0.13628401542246171 0.050758946608766564 0.029139970945834648 0.035593302289271378 0.10371654775644845 0.018964155926369131 0.12937653722474385 0.048995260113542716 0.034139258118557669 0.10148012619561253 0.012121795640268829 0.048964251495362876 0.027811558855319052 0.029860894318744502 0.031157462974078842 0.022661976313884113 0.027995478521915973 0.075889296323112143 0.075482728952693146 0.046131532464642078 0.073410949709796114 0.041245750350753951 0.31722267900477163 0.0389012106024893 0.021483166245161556 0.043863333076160416 0.11835741836625857 0.049732451061572647 0.036583285254891962 0.56498763024501186 0.095837009670503903
leaf_count=590 45 22 50 110 2 231 269 19 374 7 50 30 334 15 85 25 59 430 22 34 152 153 13 7 25 351 27 8 340 31
internal_value=0 -0.000702425 7.56636e-06 -4.35172e-05 0.000552432 0.000736931 2.24522e-06 3.03132e-05 -0.00059356 -0.000998326 8.14072e-05 0.000111183 0.000133352 0.000156978 0.000181662 0.000202911 0.000227132 0.000253887 0.000497829 0.000611346 8.79521e-05 0.000824645 -0.000292594 0.000282414 -0.000361472 -8.25751e-05 -0.000385885 0.000361659 0.000437182 0.000987651
internal_weight=0 0.165424 2.32273 2.12363 0.1991 0.180135 2.01991 1.97091 0.149195 0.113602 1.82172 1.77276 1.74494 1.71508 1.68393 1.66126 1.63327 1.59913 0.647393 0.601261 0.951736 0.486471 0.114791 0.6643 0.287436 0.211953 0.16809 0.623054 0.586471 0.41306
internal_count=3910 612 3298 3020 278 276 2910 2641 431 381 2210 2160 2130 1796 1781 1696 1671 1652 312 290 1340 218 72 507 833 403 378 355 347 184
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=45 14 11 123 121 123 3 124 3 1365 2 155 484 457 1 48 0 3 151 15 52 52 2 12 15 160 42 151 43 3
split_gain=0.0094124 0.0163736 0.00893402 0.0107187 0.0108787 0.0108898 0.0168124 0.0128511 0.0199506 0.0128316 0.0117936 0.0114429 0.0108928 0.0225592 0.0118217 0.0165075 0.0159566 0.0155819 0.0171632 0.0169559 0.0167568 0.0234552 0.018335 0.0133571 0.0125748 0.0121714 0.0123862 0.0137168 0.0149804 0.0144213
threshold=-0.080134999999999984 0.077685000000000018 0.11805 -0.041524999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.013944999999999997 -1.0000000180025095e-35 0.30601500000000009 1.0000000180025095e-35 0.094825000000000007 0.088505000000000014 -0.0043499999999999988 0.094310000000000019 0.12864500000000004 0.12649500000000002 -0.23029999999999998 -0.097604999999999983 0.0036750000000000007 0.092175000000000021 0.092885000000000009 0.10062000000000001 0.088405000000000025 0.083325000000000024 -0.085919999999999982 -0.098319999999999991 -1.0000000180025095e-35 -0.10030999999999998 -0.074254999999999988 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -5 9 11 -8 12 13 -9 15 16 24 19 25 20 22 -22 -18 -23 -14 -19 -27 -28 29 -29
right_child=1 -3 -4 4 -6 6 10 8 -10 -11 -12 -13 14 -15 -16 -17 17 18 -20 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0042155515848525098 0.003632510011498143 -0.0032086102436154106 -0.0042140866569917949 -0.0036641231167531076 -0.0039542052881731699 0.0039536924573716544 -0.0019129910450194016 -0.0034400750670337578 0.0042093808971865876 -0.004211261132365765 0.0018390820905615417 -0.0035596405319506461 0.00073519899451928393 0.0031916775025430527 0.001842966271896587 -0.003169959564705466 0.00036546637110050292 -0.0034190428258075618 -0.0041534941337146919 -0.0027852615444832049 -0.0042436674196367537 0.003695867884868682 0.0033654514113631447 -0.0010589115206347235 0.0041571822941147661 -0.0029405953341888453 -0.0042148837895200431 0.00026291081675002524 -0.00045111043730481905 0.0038350461560639898
leaf_weight=0.0090469311980997391 0.014427310326481924 0.029042245606092254 0.008845543041388626 0.017673147570917203 0.012285342441828107 0.030645731183312819 0.027354281821999393 0.038833325345535408 0.019120647995350737 0.01345851883195337 0.032375137074950544 0.01630935201791317 0.066253061681891268 0.011848379549178389 0.064829505179659463 0.028514049790771878 0.072513170598881183 0.022989714868969835 0.024014601614453568 0.022467408432476077 0.022038888558995495 0.019244690265622921 0.071718755016263458 0.022899300941730871 0.026651526361092359 0.02741125155148405 0.012873296028828585 0.049347557379633145 0.17924010274419111 0.033638163056366133
leaf_count=15 39 122 11 35 25 116 80 505 129 67 117 223 46 22 102 40 107 313 71 30 11 14 109 30 40 634 82 115 635 25
internal_value=0 -9.42267e-05 -4.65774e-06 3.25406e-05 -2.01054e-05 2.95031e-05 0.00142048 -0.00011272 -4.02619e-05 -0.000136185 0.000120745 -7.03954e-05 -7.69281e-07 -0.0018897 0.000124105 -3.46729e-05 9.81052e-05 -0.000161011 -0.000721261 0.000687109 0.00106144 -0.000726802 0.0018572 0.00111232 0.00171686 -0.000468039 -0.000243773 2.49415e-05 0.000233085 0.00171087
internal_weight=0 1.03886 1.00982 1.00098 0.986549 0.974264 0.0903752 0.883888 0.866215 0.847095 0.0597294 0.833636 0.817327 0.0506817 0.766645 0.701816 0.673301 0.580397 0.349515 0.230882 0.208415 0.0641829 0.144232 0.042144 0.0929046 0.3255 0.30251 0.275099 0.262226 0.0829857
internal_count=3910 3895 3773 3762 3723 3698 313 3385 3350 3221 197 3154 2931 527 2404 2302 2262 2176 1875 301 271 55 216 44 86 1804 1491 857 775 140
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=1 0 2 47 4 13 1374 12 16 13 42 13 42 123 0 13 482 2 128 50 14 1373 106 160 160 12 12 483 457 48
split_gain=0.0372329 0.054078 0.0384209 0.0296751 0.0362705 0.0283188 0.0272988 0.02651 0.0275836 0.0252755 0.0253274 0.0338431 0.0306529 0.0405875 0.0292431 0.0244036 0.0240249 0.0294836 0.0383777 0.0328612 0.0260781 0.0273248 0.0260123 0.0228951 0.0220825 0.0329695 0.0363765 0.0217277 0.0253381 0.0335062
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 0.086425000000000016 -0.23071499999999998 -0.26418499999999995 -0.095439999999999983 0.084100000000000022 -0.15595499999999998 -0.5337599999999999 0.091955000000000023 0.41346500000000003 -1.0000000180025095e-35 0.091310000000000016 -0.069414999999999991 0.11596500000000001 0.10234000000000001 0.13215000000000002 0.086165000000000005 0.10625000000000001 0.07802000000000002 0.10700000000000003 0.092305000000000012 -0.51385999999999987 0.084835000000000008 0.085185000000000025 0.085775000000000004 -0.086419999999999983 0.041935000000000007 0.13696000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -4 -6 8 -1 -3 12 14 13 -11 -12 -14 17 18 19 20 21 22 23 -8 -7 -26 -27 -25 29 -29
right_child=3 9 5 -5 6 24 16 -9 -10 10 11 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.0012779422086683894 -0.00080413039952073584 -0.0012761605461493709 0.00016733357786160869 -0.00019318608823527887 -0.00035964814144756179 -0.0012039550344465075 -0.0012715457915839778 -0.001269634008624179 0.0006151080721360871 -0.0012310552692702079 0.00095019588541223315 0.0012865848403733806 0.00027114903204149911 0.0010097055960585945 -0.0012726204254205299 0.0011851139785171714 -0.0011354162744161543 0.0011903864049512413 -0.0012208789863904933 -0.001138525528591322 -0.00050605028497594635 -0.0010846467403705911 -0.00067833007946189029 -0.00062321468745142508 -0.001270313526807126 0.0011409158184055544 -0.0012690900753550315 0.00063666956955422537 0.0012016771289293715 -0.00086017152777479247
leaf_weight=0.014570153811291675 0.051782358465970901 0.021334266988560557 0.042109710819204449 0.38389264876059315 0.093198738197315834 0.17944621161086605 0.010231271037355327 0.020099610339002538 0.082432208904265392 0.041695590030940366 0.011535982584973681 0.014000985771417618 0.22630492170719685 0.018896366935223341 0.054498871585565212 0.059311138116754591 0.016747101072724035 0.069048279864546203 0.025024162071076717 0.022174363701196853 0.044351747459586477 0.016957358679064782 0.026507294584007468 0.02093318164907032 0.038919995298101639 0.029725393637363595 0.015240124965430368 0.37160187062727323 0.12147478225597297 0.025721250145579688
leaf_count=13 147 4 14 369 34 1326 34 116 103 113 27 1 111 4 138 14 62 181 98 99 27 13 19 22 85 11 120 475 118 12
internal_value=0 -0.00023618 -0.0005616 0.000102815 0.000226902 -0.000798406 0.000288697 5.60687e-05 0.000330764 7.10392e-05 0.000138469 -0.000504542 0.000287119 -0.000532246 -0.000884305 0.000460943 0.000367093 0.000400464 0.000320837 0.000379296 0.000432067 0.000502181 0.000548859 0.000608007 -0.000952839 -0.000415656 0.000324095 0.000643636 0.000694753 0.00053977
internal_weight=0 0.870122 0.422543 1.29965 0.915754 0.305441 0.863971 0.117102 0.0970024 0.447578 0.426244 0.0800358 0.346208 0.060592 0.0660349 0.285616 0.770773 0.754026 0.684977 0.659953 0.637779 0.593427 0.57647 0.549962 0.263332 0.0838855 0.0449655 0.539731 0.518798 0.397323
internal_count=3910 2200 1788 1710 1341 1556 1194 232 116 412 408 166 242 117 165 125 1160 1098 917 819 720 693 680 661 1542 216 131 627 605 487
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=97 45 14 1426 15 51 15 3 8 483 11 13 13 0 3 2 403 52 3 48 13 133 158 132 13 4 12 43 13 1
split_gain=0.00889306 0.00878447 0.0181632 0.00863286 0.0136176 0.0175899 0.0154499 0.0162821 0.011214 0.0122299 0.0115867 0.0108408 0.0129239 0.0113257 0.0205836 0.0185415 0.0169572 0.0149232 0.0140855 0.0142162 0.0146761 0.0137048 0.0164187 0.0161605 0.0143612 0.0145885 0.0236358 0.0222203 0.0132735 0.0132388
threshold=-0.085229999999999986 -0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.26361999999999991 0.11024000000000002 -0.19153499999999998 0.30601500000000009 1.0000000180025095e-35 0.080590000000000009 0.087830000000000005 -0.5337599999999999 -0.45122499999999993 -0.13027499999999997 0.045635000000000002 0.085090000000000013 -1.0000000180025095e-35 0.0033900000000000002 -0.013944999999999997 0.085790000000000019 -0.14819499999999997 0.084760000000000016 0.085745000000000002 0.081240000000000021 -0.094679999999999986 -0.070414999999999991 0.099170000000000022 -0.074254999999999988 -0.086679999999999993 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -8 -13 14 29 -16 -15 -17 19 21 -21 22 24 -23 -18 26 -26 28 -27 -14
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12 12 13 16 15 17 18 -19 -20 20 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0036650163625058857 0.0036692853210691491 -0.0036791546849299392 -0.0031304450044705948 0.0028186414911603843 -0.0026844915090465183 -0.0015963168754097837 -0.0036709987467712923 0.00366436881992097 0.0033950673367008858 -0.0033753176093545114 -0.0028648307520976737 0.0023546741981580349 -0.001085658843654974 -0.0027565189258563724 0.0025397906417141763 -0.00096077121762686143 0.0027698498156572128 0.0020656908106931908 -0.0011924284519972876 -0.0036733427900772948 0.0021776693984744732 -0.0031717199068475085 -0.0036688002881786049 0.0026373108947925642 0.0020348349868009727 -0.0036690344719122032 -0.0036719837477977462 -0.0030285850103978743 0.0010093271676182953 0.0034311443551756256
leaf_weight=0.0085837299611738471 0.0083195723345851347 0.0086161661089362296 0.026007418125800541 0.04602078362290718 0.030242957519675207 0.016424794620434113 0.010724204010329919 0.015782061906065792 0.012211827111968887 0.015385476209928584 0.019569692602999567 0.030995007335149927 0.010811830932652589 0.03696689049010593 0.032735229848185554 0.1375395073882828 0.0300859040901853 0.025982634734646126 0.13401521254218263 0.0063070097530726335 0.065147139349676308 0.034451849559332004 0.014024127639174822 0.0078960508544696495 0.069324035080370328 0.0093550066642362761 0.011325082815801579 0.039254482058652673 0.062361729513668251 0.044650406197888515
leaf_count=45 15 79 121 258 100 21 5 81 28 325 63 14 38 814 14 115 63 19 211 3 160 441 100 25 256 25 20 187 176 88
internal_value=0 -7.86055e-05 -0.000109655 -2.93423e-05 3.09139e-06 0.00165739 -0.000110787 -2.20236e-05 -8.95855e-05 -0.000139713 -7.99894e-05 -1.30341e-05 3.58048e-05 -5.72672e-05 0.000580538 2.37888e-05 -0.000365708 -0.000479886 -0.000182932 0.000204121 0.00166122 -0.000170291 0.000174323 -0.00208859 0.000417421 4.80714e-05 0.00123346 -0.000813418 0.000399064 0.00255064
internal_weight=0 1.01253 1.00421 0.978207 0.969591 0.0624456 0.907145 0.876902 0.86112 0.848909 0.833523 0.813953 0.803229 0.772234 0.25172 0.196257 0.520515 0.163522 0.483548 0.349532 0.0714541 0.278078 0.23573 0.0423479 0.221706 0.19162 0.0806491 0.110971 0.0717167 0.0554622
internal_count=3910 3865 3850 3729 3650 279 3371 3271 3190 3162 2837 2774 2769 2755 274 148 2481 134 1667 1456 163 1293 827 466 727 664 276 388 201 126
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=160 52 39 13 2 43 48 3 43 13 47 3 2 52 0 47 1 16 52 474 160 4 124 44 42 2 2 1444 12 49
split_gain=0.0412449 0.0431407 0.0448073 0.0497302 0.0390229 0.0372871 0.0334872 0.0388816 0.0328464 0.0647789 0.0510593 0.0323762 0.0640474 0.0644114 0.0525337 0.0549901 0.0400872 0.0575374 0.0569382 0.0401878 0.0412269 0.0343162 0.0364075 0.0307738 0.0303362 0.0267386 0.0363877 0.0261908 0.0260334 0.0333515
threshold=-0.40446999999999994 -0.27466499999999994 0.085220000000000004 -0.10241499999999999 0.097940000000000013 0.098320000000000005 0.10264000000000002 -0.077689999999999995 -0.044024999999999988 0.28269500000000009 0.11069000000000002 -0.100615 0.106035 0.091715000000000005 -0.087899999999999992 0.09252500000000001 1.0000000180025095e-35 0.0015250000000000001 -0.0066199999999999991 0.084710000000000021 0.08234000000000001 0.15045000000000003 -0.087894999999999987 0.13998500000000003 -0.089024999999999979 0.10393500000000001 0.10742000000000002 -0.083574999999999997 0.051320000000000005 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 4 6 11 7 -3 9 24 -10 12 13 28 15 16 17 -13 19 20 -18 22 -16 -24 -4 -6 -27 -1 -5 -30
right_child=1 2 8 5 25 -7 -8 -9 10 -11 -12 14 -14 -15 21 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.000883888285284563 -0.00059011046157279824 0.00072398664924345037 -0.00054400777450512008 0.0010867779455621422 0.0011574936160845567 -0.0011646152608899608 -0.0011840616999272281 -0.00055084265440288633 -0.00062175534012513139 -0.0012467767339308462 0.0012004470915609254 -0.001246888331688708 0.0011122801603634734 -0.001055981273863578 0.0012486206272006666 -0.00079061904177032711 -0.0011340956258994556 0.00064628593066112956 0.00063418036796654886 0.00080358234415335084 -4.356236386947329e-05 0.0008732321476350286 -0.00088232448493009194 0.0012571273186400419 0.0011978923995734638 -0.0012519492996290918 0.0005453040389086758 -0.0011613431453937634 0.00067878532447466404 -0.00029453643197657606
leaf_weight=0.011120312781713437 0.19125259633710845 0.082088407450100931 0.01714606091263704 0.045097978902050362 0.095943903477746062 0.05295868057055475 0.036158264746518398 0.067331442311116318 0.078420209368232352 0.021808497957863437 0.034120470554626081 0.072783129284972325 0.090885496319970116 0.077995377524985088 0.013895984273405215 0.12977309081998101 0.072170048564657918 0.037666421488211199 0.2739966499084403 0.059159919652302051 0.20828997259559401 0.022316177735774545 0.30098986761208435 0.010766922496259212 0.15706049850632553 0.019718765979632735 0.14925026764376526 0.074789967344259245 0.08504287879623007 0.15122291492616569
leaf_count=11 425 83 8 20 11 186 11 56 83 18 15 305 59 31 4 119 36 32 116 25 56 23 1298 1 257 4 152 294 26 145
internal_value=0 -2.12138e-05 2.29422e-05 -4.04984e-05 0.000326938 -0.000137581 -0.000110313 0.000149524 0.000466124 0.000773531 -6.92937e-05 -0.000104658 0.000179736 -5.61137e-05 -0.000211203 -4.52408e-05 8.8352e-05 -0.000601262 0.000212481 -0.000127735 -0.000324186 -0.000618438 -0.000720659 -0.000808436 0.00102645 0.000633243 0.000335564 -0.000896606 0.000221054 5.58066e-05
internal_weight=0 2.65531 2.46406 2.1555 0.450491 1.70501 0.185578 0.14942 0.308556 0.196015 0.112541 1.65205 0.450245 0.359359 1.20181 0.853839 0.724066 0.11045 0.613617 0.33962 0.28046 0.347969 0.325653 0.311757 0.174207 0.264913 0.168969 0.0859103 0.281364 0.236266
internal_count=3910 3605 3180 2799 317 2482 150 139 381 283 98 2296 281 222 2015 689 570 337 233 117 92 1326 1303 1299 265 167 156 305 191 171
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=453 4 11 403 1456 1453 474 13 457 156 142 1 159 48 403 1373 480 48 0 49 49 49 2 13 9 150 43 376 3 2
split_gain=0.00877193 0.0100055 0.0209209 0.0110592 0.00982873 0.0112041 0.00980373 0.00969488 0.00999587 0.0099646 0.00959821 0.00953555 0.0153035 0.0138586 0.00953293 0.00921663 0.00969139 0.00992312 0.0135083 0.012283 0.0217647 0.0198333 0.0131309 0.0122627 0.01284 0.0120641 0.0119531 0.0170184 0.0151387 0.0172785
threshold=0.096095000000000014 0.27020000000000005 0.080455000000000013 -0.092224999999999988 -1.0000000180025095e-35 -0.09343499999999999 -1.0000000180025095e-35 -0.5337599999999999 0.53894500000000012 0.10691500000000002 -0.073359999999999995 0.12058000000000001 -0.11345499999999999 0.11930500000000001 0.13415000000000002 0.099250000000000019 0.083685000000000009 0.016865000000000002 0.048950000000000007 -0.085174999999999987 -0.047894999999999993 -0.0019649999999999997 0.092175000000000021 -0.10939499999999998 -0.016839999999999997 -0.053939999999999995 -0.074254999999999988 0.087355000000000016 0.086245000000000016 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 9 14 -8 13 -13 -12 15 16 17 23 19 22 -21 -22 -19 -9 -25 -26 -27 28 29 -28
right_child=-2 6 -4 4 7 -7 10 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0031268623351205925 -0.0022893542171929047 -0.0031427634169666919 -0.00266820502331448 0.0015226533004994564 -0.002118709610604248 -0.0028695447577134813 -0.0028238026877014117 0.0011972307142953742 -0.0029747110975747231 -0.0027514909439582975 0.0010138213284353284 -0.0029769097567442265 0.0031291122088655033 -0.0026005626734367042 -0.0031276514448033525 -0.0026454143119262288 -0.0031274665758611719 -0.0024085343830178101 0.003036650716111569 0.0024324023444705464 -0.0018447619245577794 0.0010964568416707494 0.00059302225143139352 0.0031439053851915338 0.0023152013338161403 0.00011560241894692286 -0.0024029270249858329 0.0025573999469061122 0.00079084564186302614 0.00089827114570280363
leaf_weight=0.011158351350076146 0.016641439015074866 0.0060575944989977861 0.030642216474461748 0.0076134248031394227 0.019175300447386689 0.022286400610852297 0.0063932427729014299 0.076814689847651607 0.0099810499959858134 0.011197506578298544 0.08421156977328792 0.0045467471063602707 0.034014544042520356 0.011820525200164411 0.0082169464541266279 0.010521719025291532 0.0079605331850132188 0.023983721646345657 0.024637077975967259 0.065765924259267194 0.033495190028247634 0.067638318689546395 0.035057211286130041 0.011043272424331008 0.016705257472040103 0.19007544459952896 0.094509355451776855 0.011697973088303115 0.025824466119502176 0.018529081759083965
leaf_count=435 36 4 175 31 19 325 4 75 14 101 195 6 229 15 187 25 198 37 38 99 54 173 55 22 39 531 661 9 40 78
internal_value=0 -7.39245e-07 -0.000133213 -3.65854e-05 6.91285e-06 -0.00175115 0.000751099 7.58219e-05 0.000132408 0.000174678 0.000918401 0.00109616 0.00240915 0.000568929 0.00022003 0.000258543 0.00030196 0.000341197 0.00083878 0.000599119 0.0010326 0.000122332 -0.000626276 6.11361e-05 -0.00017576 -0.00027835 -0.000405542 -0.00106346 -0.00136848 -0.0018618
internal_weight=0 0.981575 0.83453 0.803888 0.79273 0.0298998 0.147044 0.76283 0.743655 0.733674 0.140987 0.134593 0.0385613 0.0960321 0.722476 0.714259 0.703738 0.695777 0.250577 0.22594 0.166899 0.101134 0.0590409 0.4452 0.368385 0.357342 0.340636 0.150561 0.138863 0.113038
internal_count=3910 3874 3421 3246 2811 356 453 2455 2436 2422 449 445 235 210 2321 2134 2109 1911 456 418 326 227 92 1455 1380 1358 1319 788 779 739
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=1 0 52 2 4 13 132 12 12 124 42 1 1446 3 43 4 2 147 131 133 38 124 105 4 15 43 3 1 47 43
split_gain=0.00850543 0.0132618 0.016671 0.0182693 0.018294 0.0145065 0.0106814 0.0101835 0.00931967 0.0164692 0.0160499 0.00920692 0.00914109 0.00894391 0.00892763 0.0184771 0.0088203 0.00885834 0.00872534 0.00833086 0.00849034 0.0142281 0.0123198 0.012292 0.0175463 0.0132925 0.0124583 0.0113973 0.0111867 0.0186918
threshold=0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 0.0021050000000000005 -0.082709999999999992 0.079995000000000011 0.085185000000000025 0.098845000000000016 0.11158000000000001 -0.089024999999999979 0.079945000000000016 0.091520000000000018 -0.084129999999999996 -0.16369999999999998 -0.49837999999999999 0.14808000000000002 -0.052474999999999994 0.086990000000000012 -0.26719999999999994 0.083695000000000006 -0.048219999999999992 0.094650000000000012 -0.17479499999999998 -0.074174999999999977 -0.079374999999999987 -0.16059999999999997 0.11561500000000001 0.09252500000000001 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 7 12 -6 10 -10 -3 13 16 -1 -12 -16 17 -2 -8 -19 21 22 -21 24 -23 27 -27 -25 -28 -30
right_child=6 8 -4 4 5 -7 18 -9 9 -11 14 -13 -14 -15 15 -17 -18 19 -20 20 -22 23 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.00084312810801613484 -0.0032582294551337593 -0.0031187901101029053 -0.0032569464704979394 -0.0032549886301065289 -0.0021354669168076514 -0.0032541997310069123 0.0028941739718705449 0.001505266976761898 -0.0024619179680591004 0.0032650132782728125 0.0022108879363924457 -0.0024526711623601124 -0.0031848144020385715 0.0026235832703306815 -0.003256586971887286 0.00075958587586724149 0.0024046674365091588 -0.0030322246862410055 -0.0013174852528733886 0.0025574108140100902 -0.0017041168388901037 0.0032713004308446221 -0.0023485792077475032 -0.0027480668901530155 -0.0029660556156655645 0.0028329959699209904 0.00068339537240099063 -3.8717319396368215e-05 0.0018493043870002322 -0.0018267559885162721
leaf_weight=0.010883289819389574 0.0082853175972559256 0.012392619642696445 0.030813444708684301 0.036064832230067623 0.010778456628429467 0.013432011319224557 0.025456883879996894 0.033015069055750246 0.028501351462978164 0.0065271939383819691 0.033660126631730236 0.0067289942683146356 0.0088128336235513416 0.028438301056553428 0.013586954966285703 0.11188924523935384 0.017814624893389919 0.0086576494602468301 0.0065388862149120533 0.042892966687759326 0.023982262242498109 0.005820369813591241 0.0061956307326909146 0.026003236929796003 0.026433953866558113 0.022869415243860658 0.23975924361803891 0.044564804671608726 0.020455313320326241 0.051365208092420289
leaf_count=109 13 33 799 553 37 154 87 55 174 2 15 39 59 42 53 135 104 59 72 203 35 1 3 162 148 50 529 46 43 96
internal_value=0 -0.000419935 -0.00109224 -0.000613541 -0.00144089 -0.000297612 0.000206428 0.00060921 0.000133883 -0.00139477 0.000446054 0.00106253 0.000100894 0.00166408 0.000723664 0.000324702 0.000154015 7.79754e-05 0.00203345 0.000131235 0.000184901 0.000278048 0.00193821 9.16759e-05 -0.00184051 0.000245549 0.000516179 -0.00103707 0.000346129 -0.000779772
internal_weight=0 0.376712 0.170154 0.139341 0.0932904 0.0572255 0.585909 0.0437935 0.206557 0.0350285 0.171529 0.0460506 0.553913 0.0393216 0.159136 0.125476 0.5451 0.527285 0.0319958 0.519 0.510342 0.48636 0.0490886 0.437272 0.0322543 0.405017 0.334449 0.070568 0.31158 0.0718205
internal_count=3910 2200 1788 989 799 246 1710 92 412 176 236 190 1551 151 203 188 1492 1388 159 1375 1316 1281 206 1075 149 926 718 208 668 139
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=484 150 160 1 0 42 123 1429 2 14 51 43 42 132 457 16 457 51 4 151 3 151 3 1 2 133 4 4 42 0
split_gain=0.0352129 0.0449653 0.0368204 0.0379661 0.0601757 0.0439677 0.0543823 0.0374368 0.0358264 0.0352179 0.0336962 0.0345009 0.0409519 0.0330582 0.0338277 0.0436254 0.0423983 0.0453652 0.0558082 0.0451104 0.0394158 0.0356728 0.0398404 0.0328796 0.0285438 0.0406891 0.0307767 0.0282656 0.0271791 0.0276074
threshold=-0.0043499999999999988 0.097030000000000019 -0.40446999999999994 0.076710000000000014 -0.084074999999999997 -1.0000000180025095e-35 0.091310000000000016 0.084690000000000015 0.14808000000000002 0.077685000000000018 -0.031524999999999991 -0.076484999999999984 1.0000000180025095e-35 0.079995000000000011 -0.0034949999999999994 -0.072359999999999994 0.53894500000000012 0.077145000000000005 0.18622000000000002 -0.084019999999999984 -0.075679999999999983 -0.085039999999999991 -0.016619999999999996 0.10113500000000002 0.075670000000000015 0.084285000000000013 0.0021050000000000005 0.05309500000000001 0.084815000000000015 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 24 6 -6 8 9 13 -7 28 -13 14 23 16 17 18 -16 -20 -17 -22 -23 -5 -4 -26 -27 -24 -12 -30
right_child=2 -3 3 7 5 10 -8 -9 -10 -11 11 12 -14 -15 15 20 -18 -19 19 -21 21 22 27 -25 25 26 -28 -29 29 -31
leaf_value=-0.0010159492857025143 -0.00094277601166571016 0.00093590381662209121 0.00098600992418879617 -0.0012852097992978443 -0.0013500967452415788 -0.0013490515836385351 0.0010663006354484832 0.0010097675381920165 0.001348330107194396 -0.00087360086227296406 0.0011922803504784147 0.00017122444104332568 -0.0013495394191357613 0.00095745605574174561 -0.0011448423651347094 -0.00093538391821036237 -0.0011925110855146412 0.00088464260388624119 -0.00082546970993581359 0.0005778174697814105 0.0011116113704609763 0.00065709440143089731 -0.00082985393326949703 0.00011381934510201191 -0.001350293872172309 -0.0013470859314324262 0.00015672208114124659 9.1366650646213698e-05 0.00081332495075759584 -0.00053376738126679861
leaf_weight=0.12193609004862116 0.072436989714788846 0.025927828290150501 0.016654473729431629 0.062894404356485079 0.073322074990528563 0.024123573935867171 0.021915251389145851 0.088393643076415063 0.040924268554590415 0.068057787870202335 0.1008125488551741 0.22948599600931618 0.037290191311058152 0.08006810601818859 0.052426741859562975 0.097242535250188666 0.030122581985779107 0.24989801887750218 0.049289228503767379 0.26256236289918844 0.047848371556028724 0.085678069468485774 0.13244268161270023 0.058959523939847713 0.13194739397772537 0.034429656044949297 0.08683299335598349 0.11082641354732914 0.063581912212612224 0.048646777686371934
leaf_count=590 303 22 4 34 371 84 4 89 126 65 22 35 181 114 212 232 12 86 32 196 51 83 118 48 450 161 76 47 41 21
internal_value=0 -0.000673693 2.58538e-06 3.12776e-05 -0.000193054 4.4636e-05 -0.000794055 0.000159737 0.000107165 7.05787e-05 0.000203136 0.000281175 -4.13492e-05 0.00011925 6.51345e-05 0.00013851 0.00036653 0.000442994 0.000140019 0.000356023 -0.000171408 2.5757e-05 -0.00013219 -0.000608284 -0.000720796 -0.000833059 -0.000270249 -0.000410172 0.000685048 0.000229413
internal_weight=0 0.147864 2.45911 2.38668 0.869043 0.599178 0.0952373 1.51763 1.42924 1.38832 0.503941 0.479817 0.266776 1.32026 1.24019 1.11834 0.644299 0.614176 0.364278 0.311852 0.474038 0.376796 0.328947 0.121854 0.269865 0.25321 0.121263 0.243269 0.213041 0.112229
internal_count=3910 612 3298 2995 1450 759 375 1545 1456 1330 384 300 216 1265 1151 1069 538 526 440 228 531 299 248 82 691 687 237 165 84 62
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=1 4 42 4 52 41 39 48 2 51 51 106 48 9 16 51 48 4 48 457 4 49 49 2 49 2 1429 13 474 0
split_gain=0.040876 0.0505791 0.0444328 0.0454665 0.0485732 0.0380761 0.0349156 0.0438624 0.0572591 0.0538456 0.0452303 0.0409459 0.0397838 0.0353376 0.0412831 0.0358081 0.0349062 0.0382797 0.0342792 0.0382776 0.0381391 0.0342655 0.0452132 0.042912 0.0521151 0.0470713 0.0456079 0.0385935 0.0332945 0.0324962
threshold=0.085835000000000009 -0.084009999999999987 0.092860000000000012 -0.49837999999999999 0.10433000000000002 0.078535000000000008 0.005105000000000001 0.12675000000000003 0.10433000000000002 0.13474500000000003 0.13741000000000003 0.091500000000000012 -0.033554999999999995 -0.016839999999999997 -0.079819999999999988 -0.0084849999999999978 -0.086624999999999994 -0.16401499999999997 0.106395 -0.0015249999999999997 -0.0010999999999999996 -0.084114999999999981 0.090775000000000008 0.092745000000000008 -0.082084999999999977 0.10066500000000002 0.086095000000000019 -0.10241499999999999 -1.0000000180025095e-35 -0.25490999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -9 16 -8 -2 -14 18 -16 -10 -18 19 -15 -21 -3 23 24 -23 -25 29 -27 -19 -26
right_child=6 21 -4 5 -6 -7 11 9 10 -11 -12 -13 13 14 15 -17 17 28 -20 20 -22 22 -24 25 26 27 -28 -29 -30 -31
leaf_value=-0.0012025586727067385 0.00069706011747272306 -0.0011991029093548556 -0.00075391744095783524 0.00053669289819365993 0.00048235744568871168 -0.00079725050157984255 0.00053436397445908042 -0.0011265007120241928 -0.00077242433930261038 0.00023612433525757018 -0.001049489639260955 -0.00073957558991010071 0.0012130243777960196 -0.0009712411973127605 -0.00017929753142966446 -0.00099452851693992723 -0.00083307806806972153 -0.00059220080859195476 -0.0011126647756681616 0.0008480161172802679 -1.861692217590743e-05 0.00065828389793863096 -0.001196880721676917 0.00072025066796584472 0.0012061298993339457 0.00066555781625784929 0.00085714997798045582 -0.00084675526085444366 0.00086815102652065379 -0.0011222466498685059
leaf_weight=0.059343229335354408 0.078287858399562316 0.077927126524173218 0.083540369564161665 0.30807462830216537 0.041551730610080995 0.033931805099200574 0.3232657540738727 0.10449081901788293 0.026660940904548625 0.068631429894594476 0.027331197623425396 0.040559945580753265 0.024634919835079705 0.044126829583547078 0.15661026887391905 0.15132432480868441 0.023226338190397655 0.024144133822119329 0.037318173850508174 0.097747273024651804 0.28122528407311598 0.041609909108956344 0.077505501647692654 0.11073549066486521 0.0090135214850306511 0.034957800635311287 0.020961850048934139 0.077629951590552082 0.29198741149230045 0.17092972245450277
leaf_count=49 55 94 56 373 11 31 347 50 19 29 18 25 14 27 183 355 83 6 13 138 104 12 407 185 1 10 33 187 244 751
internal_value=0 -0.000226996 4.55622e-05 0.000196361 -0.000508657 0.000404347 6.15898e-05 -2.21082e-05 5.5129e-05 -0.000586311 0.00043362 0.000392343 -0.000115746 -0.000195991 -0.000241167 -0.000579916 0.000544366 0.000647817 -1.46057e-05 8.22453e-05 0.000204911 -0.000457953 -0.000351656 -0.000211028 -0.000559121 0.000166978 -0.000811261 -0.000377191 0.000756619 -0.00100562
internal_weight=0 1.14771 0.526442 0.442901 0.100895 0.342006 1.80157 1.43775 1.26462 0.173122 0.39335 0.363826 0.871275 0.792987 0.768352 0.307935 0.366019 0.339358 0.460418 0.423099 0.378973 0.621271 0.543344 0.465838 0.242515 0.223323 0.200905 0.112588 0.316132 0.179943
internal_count=3910 2200 520 464 60 404 1710 1338 1259 79 370 372 889 834 820 538 352 333 282 269 242 1680 1586 1179 797 382 785 197 250 752
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=39 3 3 0 3 48 9 457 51 11 4 41 15 43 3 160 2 0 2 43 15 42 42 150 1 122 124 39 124 138
split_gain=0.0362316 0.0429319 0.0349028 0.0414938 0.0469983 0.0371472 0.0370758 0.0339615 0.0329026 0.0326727 0.0471634 0.0325992 0.0296087 0.0295973 0.0379743 0.0405716 0.0443869 0.0345642 0.029518 0.043835 0.0296956 0.0502078 0.0392435 0.0280594 0.0265076 0.0410221 0.0354463 0.0318707 0.0251149 0.0261576
threshold=0.005105000000000001 0.30601500000000009 -0.097604999999999983 -0.10783 0.13772500000000001 0.12675000000000003 -0.016839999999999997 -0.0015249999999999997 -0.40274499999999996 0.080455000000000013 0.24280000000000004 0.081670000000000006 -0.07142999999999998 -0.074254999999999988 -0.084129999999999996 -1.0000000180025095e-35 0.099675000000000014 -0.089879999999999974 0.106285 0.093240000000000017 0.079360000000000014 0.089925000000000019 0.091230000000000019 0.11717500000000002 0.11353000000000001 0.12621500000000005 -0.52484999999999993 0.092870000000000022 -0.083424999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 6 7 -5 12 -2 18 -11 -12 -4 14 -8 -16 17 -17 19 20 21 -1 -22 -9 27 26 -26 -10 -15 -30
right_child=8 -3 3 4 -6 -7 13 23 24 10 11 -13 -14 28 15 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00072993564275785684 -0.0013498236514206841 0.0010050128026061033 -0.0013329888688463881 0.0013638742455244224 0.00028833583582457716 -0.00098526546471027171 -0.0013473778500348351 0.0001004449408928533 0.00047161488586576207 -0.0012671238880974196 0.0010060308075540729 -0.00054952863878881728 0.00018360803861598566 0.001339632654174386 -0.0013478382424295466 -0.0013473143374289043 -0.0013494747705047863 0.00069482363567057283 0.00093999146381469059 -0.0013745271740387836 -0.0013501558619185047 -0.00082616884764817199 0.00070516545292154283 0.0012029046981812746 -0.0013523025895141253 -0.0013550005399755323 0.0013508025224813031 -0.0005507871544821254 -0.0011986482563932021 0.0013480077544845322
leaf_weight=0.22445908266900083 0.02013354955943214 0.061253932437466463 0.054133057995841227 0.015871119743679829 0.11328832017170498 0.06749795804353198 0.061611927690819357 0.51104173188923674 0.18373478933426657 0.066779984811546456 0.047120915551204234 0.050626558193471283 0.040969582420075312 0.0077346934922399848 0.041232689921798737 0.017051002394055104 0.030024462483197567 0.12570771901982958 0.10257876821560785 0.032274200893880334 0.041446312773132377 0.045110823826689739 0.028334087175608147 0.045549841635875055 0.009530252602417022 0.013224487192928791 0.11286020928309881 0.078974130769893236 0.24469011676364616 0.0075314176210667929
leaf_count=124 20 139 24 3 34 32 387 244 156 155 38 26 34 7 276 47 72 134 62 15 109 19 18 30 4 2 209 68 1416 6
internal_value=0 -0.000105111 -0.000138729 -0.000258844 -0.000501257 -3.47837e-05 -0.000663467 6.36606e-05 0.00032888 0.000121522 -0.000395278 0.000200357 -0.000679649 -0.000723544 -0.000416268 -0.000148216 0.00013806 0.000450912 0.000300829 0.000124402 0.000266959 0.000469531 -0.0005156 0.000190667 0.000413731 0.000896987 0.00114032 0.000164266 -0.00104934 -0.0011226
internal_weight=0 2.08392 2.02267 1.38394 0.664743 0.719192 0.551455 0.651694 0.418457 0.638731 0.164527 0.0977475 0.0951026 0.535584 0.275628 0.214016 0.172783 0.142759 0.474203 0.371625 0.33935 0.26957 0.0697804 0.556592 0.398324 0.135615 0.12239 0.262709 0.259956 0.252222
internal_count=3910 3451 3312 2746 2382 364 2348 332 459 566 219 64 58 2345 916 529 253 181 347 285 270 143 127 274 439 215 213 224 1429 1422
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=52 133 1 50 11 3 49 131 457 49 3 51 51 454 15 12 2 2 43 96 2 16 4 2 13 151 13 160 38 49
split_gain=0.00859709 0.0106809 0.0086412 0.0140987 0.0106982 0.0107165 0.0169366 0.0134438 0.0131668 0.0128766 0.0165198 0.0158896 0.0200143 0.0128284 0.0123432 0.0119795 0.0146484 0.0137341 0.0152344 0.0142524 0.0145449 0.0117636 0.0115346 0.0110817 0.0189068 0.0104188 0.0109651 0.0159744 0.0162235 0.0114619
threshold=-0.42985499999999993 -0.26719999999999994 0.10113500000000002 0.086465000000000014 0.081565000000000012 -0.115685 -0.10837499999999999 0.092255000000000018 -0.0015249999999999997 1.0000000180025095e-35 0.090325000000000003 0.088060000000000013 0.080840000000000009 0.085470000000000004 -0.029114999999999999 0.094045000000000004 0.093815000000000009 0.088975000000000012 -0.083684999999999996 -1.0000000180025095e-35 0.087995000000000004 0.066275000000000014 0.0057500000000000008 0.106285 0.049070000000000009 -0.40391999999999995 -0.060719999999999989 -0.081934999999999994 0.13790500000000003 0.024250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 14 -7 8 13 10 11 12 15 -8 -3 16 17 18 -10 -20 21 -21 -12 24 -16 -4 27 -27 -29 -28
right_child=1 2 25 -5 -6 6 7 -9 9 -11 22 -13 -14 -15 23 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0025170573623181734 -0.0033245040954722718 0.0037123510324939312 -0.002977499435280521 -0.0031191948959593393 -0.0032046430696817396 -0.0034546354280178453 -0.0039706556426390496 -0.003967603572259823 0.0018580341879468653 -0.0017556128366759702 0.0008366482870225591 -0.0036567722918659914 0.0039129512965842836 0.0027668025727493242 0.0016291537014006367 -0.003971743953919752 0.0021973004249387475 -0.0039720334503520324 0.0039936580866367886 -0.0032311640072060725 0.0031905506605484323 0.0036862499994137071 0.0037369680355487825 0.0026948250477996667 -0.002481358558073713 -0.0025821301754621554 -0.00026465263180743714 0.0025961171513496262 -0.0039721200251481379 0.0018348622432529358
leaf_weight=0.021661546025171674 0.014876924441438177 0.022148866370798714 0.012825577270632493 0.025597371454153972 0.017005243862058705 0.025273786104207829 0.02193144977081829 0.013670087112529927 0.040400817348768214 0.044230165997589665 0.056416264604195021 0.017800490623528731 0.020988989173019945 0.0055693014819553346 0.036014043282193597 0.012208453950336207 0.039571525492476667 0.01624444536463443 0.0072847274132072917 0.046544742623154889 0.0076992210622961457 0.0042133724036830236 0.034870546088313858 0.024993977203848772 0.034368775871143953 0.012365219505909408 0.19140674780260269 0.095495151340173834 0.0062999384244903913 0.051959437665573205
leaf_count=353 227 29 27 496 48 65 108 220 110 282 51 57 22 12 53 188 52 108 1 463 38 8 17 12 51 71 354 305 6 76
internal_value=0 8.4392e-06 6.08869e-05 -0.000243277 -0.000109295 -1.0436e-05 -0.000309763 -0.000105775 3.46372e-05 0.000243048 0.000533608 -7.12062e-05 0.000255839 -0.00260622 0.00104632 -0.000184882 0.000100572 -0.000577364 -5.78333e-05 -0.0012352 -0.0018868 -0.00265696 0.00194454 0.000427206 -0.000378059 0.000533163 0.000659101 0.00167277 0.00218962 0.0001836
internal_weight=0 0.960276 0.945399 0.575047 0.549449 0.532444 0.414918 0.389645 0.375975 0.348474 0.304244 0.212957 0.195156 0.0275008 0.117526 0.174167 0.161959 0.122387 0.106143 0.0657421 0.0584573 0.0507581 0.0912868 0.0953768 0.0703828 0.370352 0.357526 0.11416 0.101795 0.243366
internal_count=3910 3557 3330 2491 1995 1947 1802 1737 1517 1397 1115 1047 990 120 145 968 780 728 620 510 509 471 68 116 104 839 812 382 311 430
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=14 160 1 39 3 3 47 4 160 13 48 13 0 13 13 2 43 38 42 41 14 42 15 41 0 16 1 131 2 3
split_gain=0.036993 0.0376042 0.0361489 0.0361431 0.0496577 0.0431457 0.0387088 0.0485254 0.0396933 0.0337163 0.0501147 0.0412626 0.030522 0.0530276 0.0452602 0.0669271 0.0385501 0.0295345 0.036756 0.0391739 0.0289505 0.0273714 0.0435788 0.0301312 0.0330547 0.0334784 0.0265041 0.0349255 0.0241058 0.0239616
threshold=0.077685000000000018 -0.40446999999999994 0.13735000000000003 0.005105000000000001 0.30601500000000009 -0.10315499999999998 0.09252500000000001 0.0057500000000000008 0.087825000000000014 -0.021089999999999994 0.12649500000000002 -0.10241499999999999 -0.11287999999999999 -0.083514999999999992 -0.084184999999999996 0.097940000000000013 -0.49922499999999997 1.0000000180025095e-35 -0.089024999999999979 0.093830000000000011 -0.46360499999999999 0.08598500000000002 0.084565000000000015 0.075585000000000013 0.12007500000000002 0.041215000000000009 0.14000500000000002 0.092200000000000018 0.11891500000000001 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 21 7 8 12 11 20 -9 -7 14 15 -14 -15 18 -5 -20 -11 22 23 24 -3 -26 27 -8 -24 -29
right_child=2 3 -4 17 -6 6 26 9 -10 10 -12 -13 13 16 -16 -17 -18 -19 19 -21 -22 -23 28 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00095706055456278212 -0.0012173504368764201 0.0010158720416382104 0.0010801647474784088 -0.00020882871695700054 0.0011232898321946354 0.0002389019686221428 -0.0012200750276786341 0.00030768892268254601 -0.0011734403466100746 -0.00047645847470319068 -0.00076404886446324266 -0.0010533041843418232 -0.0013498325494391914 0.0013037578516691727 0.0010850879224470326 0.00049306504579726799 -0.0010419323207855574 -0.00024675376906350591 0.0010613371321043094 -0.0013471699036326119 0.00084278020658151514 -0.00028367788218518631 -0.0013520365801419775 -0.00047434018337906683 -0.00088888900100743287 0.00073425946661552814 0.00060701955864000848 -0.0013477144672248142 0.00047088024036111368 0.00044809219736553161
leaf_weight=0.075852649751824042 0.082369742747687158 0.21252327129605086 0.014605808653868735 0.072467519039946637 0.061750187868710671 0.17752703822407145 0.15220777947752129 0.0901694444619352 0.093126908687281684 0.034459482194506563 0.051980914468003903 0.073046995742970466 0.064658099373900768 0.013548596565670756 0.056893326637692532 0.079705264155563782 0.20079895247567614 0.097559277989603288 0.19096795224504592 0.013070935463474598 0.24009037054884175 0.14616253129315737 0.036512845223569457 0.043619792733807117 0.039371295686578378 0.055427239218261093 0.024695003405213356 0.018672709859401948 0.02053052163682878 0.048217264271443128
leaf_count=289 120 131 6 43 137 66 183 33 172 9 9 217 418 6 31 25 1099 74 302 23 160 82 61 22 7 88 10 54 4 29
internal_value=0 -2.39574e-05 -0.000871314 5.41414e-06 -6.52452e-05 -0.000102426 -0.000226742 -0.000125555 -0.000356521 0.000198087 0.000447765 -0.000301419 -0.000228258 -0.000427807 6.83532e-05 -0.00033234 -0.000893665 0.000389948 0.000614594 0.000907046 0.000677199 0.000216088 0.000395132 0.00057248 0.000721061 6.01408e-05 -0.000714846 -0.000863836 -0.000695949 -5.32173e-05
internal_weight=0 2.48561 0.0969756 2.40976 2.0357 1.97395 1.4198 1.17601 0.686258 0.489747 0.326531 0.163216 0.593131 0.415604 0.201257 0.144363 0.214348 0.374066 0.276506 0.204039 0.27455 0.554147 0.407985 0.350942 0.307322 0.0947985 0.243793 0.219098 0.0570434 0.06689
internal_count=3910 3784 126 3495 3053 2916 2521 2245 1817 428 178 250 1645 1579 474 443 1105 442 368 325 169 395 313 248 226 95 276 266 65 83
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=160 51 42 39 124 38 31 133 13 132 42 43 16 16 0 51 150 2 16 15 52 1373 52 133 2 1456 1 3 4 2
split_gain=0.00861992 0.0090625 0.01212 0.0105247 0.00965399 0.013447 0.0099153 0.00933611 0.0115261 0.0135273 0.0177017 0.0148875 0.0137297 0.0210408 0.0166825 0.0165001 0.0164283 0.012538 0.0146373 0.0169042 0.0120309 0.0122504 0.014807 0.0138284 0.0113378 0.0123266 0.0108136 0.01069 0.0136804 0.0134025
threshold=-0.40446999999999994 -0.40274499999999996 0.10056500000000002 0.13419 -0.036134999999999994 0.098160000000000011 -1.0000000180025095e-35 0.11253500000000001 -0.10241499999999999 0.079995000000000011 -0.10770999999999999 0.098320000000000005 -0.072804999999999981 -0.0090499999999999973 -0.22851499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.097940000000000013 0.081265000000000018 -0.091274999999999981 -0.087094999999999992 0.10700000000000003 -0.077699999999999977 -1.0000000180025095e-35 0.1178 -0.11497999999999998 0.12263000000000002 -0.5217799999999998 -0.39075499999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 17 10 -10 12 16 24 -15 27 -12 18 19 26 -18 22 -22 -24 25 -14 -8 -16 -29 -30
right_child=1 3 -4 -5 6 -7 7 -9 9 -11 11 -13 13 14 15 -17 20 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0026366721756339055 -0.0042951888941865036 0.0019486916951175334 0.0015724532399383768 0.0028632030116691968 0.0043128156094288661 -0.0038130427742611868 -0.0043000803398762152 -0.0035834212821581344 -0.004289232553576358 0.001838573945679319 -0.003474039751985538 -0.0042005322572465399 0.0036945558541915937 0.0035652125615946305 0.0032773219380437283 -0.0042970847397422992 -0.0035908857932006404 0.0019735568450679484 -0.0038044463622417196 0.0027682760581743161 0.0041546155191114756 -0.0042982906280556628 -0.0036321885828290929 0.00096241672279534323 0.0021692820588286041 -0.0039657953217930404 0.0016453888574425113 -0.0042967050752912182 -0.0015130579651992018 0.0014832601783477688
leaf_weight=0.023154510862667621 0.019457239962889616 0.076653868097082523 0.0097206121785120558 0.024506006761384924 0.0091291813860152615 0.0082627332017182198 0.014805951417827146 0.014610315678396546 0.022643567023578726 0.046384953495248737 0.018918788658766061 0.01850184405930122 0.0041240724750934979 0.019226521355449222 0.015019958518678322 0.02013802275814669 0.011638492486781615 0.089353758757169999 0.017828155704592064 0.030892300797518146 0.025317587271274533 0.008144064326188527 0.012852499241148507 0.19612609409938386 0.0072270846335413799 0.062308482890529149 0.0090923339648725232 0.015725424952506728 0.055078592870700049 0.054876620079483018
leaf_count=305 124 276 19 51 29 27 32 439 134 174 44 170 17 15 6 81 25 161 23 76 13 11 406 304 18 277 24 131 246 252
internal_value=0 1.36494e-05 -0.00234038 8.91789e-05 1.23548e-05 0.00138805 -0.000133676 -0.000185005 -0.000121039 -0.000389553 -0.000571553 -0.000417155 -0.000284258 -0.0010029 -0.000212541 -0.000664131 0.000383646 0.000897254 -0.000427083 0.000671868 0.000670891 0.00087548 0.00105532 0.000679842 -0.00293497 -0.00349025 -0.00203807 -0.000144158 -0.000553055 -1.76508e-05
internal_weight=0 0.938565 0.0291779 0.909387 0.884881 0.0849166 0.799965 0.790835 0.776225 0.614253 0.567868 0.545224 0.526722 0.253725 0.180065 0.160839 0.272998 0.161973 0.0726187 0.0547906 0.254079 0.24244 0.234296 0.208979 0.0736596 0.0664326 0.0238983 0.140701 0.125681 0.109955
internal_count=3910 3605 143 3462 3411 303 3108 3079 2640 2324 2150 2016 1846 1043 731 716 803 316 155 132 759 734 723 710 312 294 56 635 629 498
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=156 1212 146 15 14 15 14 3 156 13 13 8 483 39 43 42 376 133 42 2 1374 159 38 453 49 130 1374 48 1 150
split_gain=0.00814815 0.00809754 0.00794199 0.0103807 0.0145475 0.00903513 0.0136015 0.0140364 0.0103819 0.0100409 0.0103439 0.00958908 0.00976351 0.00937654 0.0153442 0.0139146 0.0105382 0.0100304 0.0127249 0.0126847 0.0105022 0.0101159 0.0101441 0.00988347 0.0101982 0.0158089 0.0135969 0.0134154 0.0126463 0.0123386
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10949000000000002 -0.26361999999999991 -0.46879999999999994 -0.19153499999999998 0.077685000000000018 0.30601500000000009 0.10691500000000002 -0.5337599999999999 -0.49820499999999995 1.0000000180025095e-35 0.080590000000000009 0.16168500000000002 0.24789500000000006 -0.26552999999999999 0.088415000000000007 0.08845500000000002 0.084745000000000015 0.098195000000000018 0.084470000000000003 0.10519500000000001 0.083695000000000006 0.093320000000000014 -0.085174999999999987 -0.088449999999999987 -0.049459999999999997 0.095825000000000007 0.10752500000000002 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 12 13 14 15 -12 17 20 19 -19 21 22 23 24 -17 -26 27 -27 29 -28
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0032537855692633482 -0.0032531956275708941 -0.0010569306903980597 -0.0024815808849161874 -0.0017829018865087639 0.0022790585975200014 -0.0032590136675824878 -0.0028618722055846388 0.0032537789220787273 -0.0032554358033201861 0.0030545982643128975 -0.0032581235584985247 0.0031497374503820751 -0.0027413854036706644 0.0027936482736134684 -0.0032565804774159521 -0.00047924798191803899 0.0029669168571165951 -0.0028953121997467002 -0.0030389251794722184 0.0017921831654203158 -0.0023538083813174279 -0.0019852341420879337 -0.0021531301657646074 -0.0030432861682188187 -0.0029058113243865986 -0.0028732237081953243 0.00039698829981577711 0.00071913524457676095 0.0021467896818098691 0.0020873853901998535
leaf_weight=0.0082582168129476941 0.008064955688524833 0.019619679047764294 0.01322773070569383 0.030382776520468724 0.04681376566986728 0.009462198824621737 0.016907191940049415 0.014523244268730195 0.010060723240201241 0.012426661538484041 0.012886270105809672 0.010488974357940606 0.013314653290620981 0.013116650550728082 0.014811089887700746 0.094450261613928888 0.0137927251603287 0.0091913767134883528 0.023629443989705123 0.018187759468673903 0.016424434674604527 0.020090531622145136 0.016458445776606823 0.008493492327943386 0.012526955818202623 0.020084379163336052 0.25705900723141895 0.024293992566526867 0.079942795166971337 0.055536568965635524
leaf_count=197 282 51 11 107 238 5 100 81 153 7 14 25 282 23 147 104 26 146 369 72 52 143 34 23 53 40 912 8 111 94
internal_value=0 -8.85755e-06 1.99526e-05 5.69252e-05 0.00129385 -4.22525e-05 2.40071e-05 8.64608e-05 2.64661e-05 7.01025e-05 0.000112261 6.24994e-05 1.77909e-05 6.94628e-05 1.82602e-05 8.92713e-05 0.000153637 9.45196e-05 -0.00129045 0.000218557 0.000211219 0.000282754 0.000362855 0.000437819 0.00049218 0.000696325 0.000799603 -0.000906663 0.000992504 0.000697309
internal_weight=0 0.916269 0.908204 0.894976 0.0664334 0.828543 0.79816 0.781253 0.766729 0.756669 0.747206 0.73478 0.724291 0.710976 0.69786 0.683048 0.670162 0.656369 0.0510086 0.0273791 0.605361 0.588936 0.568846 0.552387 0.543894 0.449444 0.436917 0.0443784 0.392538 0.312596
internal_count=3910 3713 3431 3420 289 3131 3024 2924 2843 2690 2685 2678 2653 2371 2348 2201 2187 2161 587 218 1574 1522 1379 1345 1322 1218 1165 48 1117 1006
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=1456 151 1213 475 1425 4 11 403 1 480 146 15 1372 457 456 159 130 1 38 48 150 123 52 131 3 2 2 13 2 457
split_gain=0.0080624 0.0109875 0.007837 0.0111449 0.00808104 0.0108752 0.00977374 0.00921323 0.00835783 0.0083403 0.00779093 0.0092511 0.00877998 0.00787838 0.00820919 0.00952781 0.00848369 0.00910198 0.0123318 0.0110776 0.0101019 0.0125636 0.0127548 0.0152122 0.00986106 0.0117384 0.0143724 0.020396 0.0113781 0.0130757
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.084084999999999979 0.11866500000000001 0.08598500000000002 0.10949000000000002 -0.26361999999999991 -1.0000000180025095e-35 0.53894500000000012 0.084065000000000015 0.10856 -0.23515499999999998 0.099595000000000017 0.084445000000000006 -0.09386499999999999 0.15024000000000001 0.10400500000000001 -0.40083499999999994 0.10350000000000001 -0.115685 0.10488500000000002 0.097940000000000013 -0.084084999999999979 0.096750000000000017 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 10 11 -9 -13 14 15 16 -14 24 19 -19 21 22 23 -21 -18 26 27 -26 29 -29
right_child=2 -3 4 -5 -6 -7 8 9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00094604207240654421 0.0038143477566160498 -0.0038137733109900869 -0.0031511453039745796 -0.0030803149237573582 -0.0038263508350035789 0.0026973180357901636 -0.0028455960055806034 0.0027090309347007372 0.0013564515309374625 -0.0029146846892462151 -0.0027591480195438139 -0.0038153832576902982 -0.0033289499576016099 -0.0031779563761988807 -0.0018495460245106074 -0.0025965369453170486 0.0012809520590482306 -0.0024998608818162247 -0.0016836355994855549 -0.0038136523358720809 -0.0013225702948716548 -0.0016632049709793342 0.0025702127363686272 0.0038334799527082416 -0.0023761258888802895 -0.0019482508116597215 0.0019117529113295245 0.00019997957379535444 -0.0026148397439353026 0.0031959448205556291
leaf_weight=0.01141109728405354 0.0040192673914134494 0.018388324575653314 0.012125065524543288 0.022238418113232683 0.007583589743887841 0.023195541943550779 0.028749788861887282 0.022416356991016073 0.0090314185436000116 0.012303590974482859 0.012298801259021275 0.0077322890136883862 0.0084524244465455922 0.0095061713727773167 0.024544055087403649 0.015114381387007825 0.093753136888153676 0.0098513957332215796 0.020254254897736246 0.010246403865266984 0.015289617429516511 0.013196194029660546 0.14265119459332709 0.0059818867594003669 0.05120637823006291 0.044136997048099147 0.055115776584443665 0.13969078412310409 0.017067525609604672 0.024925258715029486
leaf_count=41 4 328 441 551 91 211 83 60 21 181 9 48 24 15 169 104 112 23 25 54 8 32 294 1 194 128 75 515 35 33
internal_value=0 -0.0019911 2.48272e-05 -0.00202495 8.91757e-05 0.000125001 5.09409e-05 0.000144036 -0.00184112 0.000196904 0.0002484 0.000298992 0.000222764 0.000267307 0.000314671 0.000394317 0.000463669 0.000513496 0.00114775 0.00143853 0.00164561 0.00190934 0.00220607 -0.000994854 0.000189634 -0.000118409 0.000162015 -0.000252079 0.000346571 0.000653612
internal_weight=0 0.0297994 0.862678 0.0262577 0.83642 0.828837 0.805641 0.76786 0.0377812 0.755735 0.743431 0.731132 0.708716 0.700984 0.691478 0.666934 0.651819 0.643367 0.217471 0.197217 0.187365 0.172076 0.158879 0.0162283 0.425896 0.332143 0.288006 0.23289 0.181684 0.164616
internal_count=3910 369 3541 555 2986 2895 2684 2580 104 2139 1958 1949 1889 1841 1826 1657 1553 1529 437 412 389 381 349 55 1092 980 852 777 583 548
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=39 3 3 0 3 9 48 51 47 1 49 14 43 3 12 3 3 124 51 49 3 0 132 4 0 52 13 1 124 123
split_gain=0.033686 0.0331532 0.0273674 0.0282378 0.032449 0.0336434 0.0320219 0.0256477 0.0255131 0.0260848 0.033969 0.0258444 0.0247433 0.0369302 0.0319571 0.0355074 0.0259782 0.0208419 0.0186934 0.0245982 0.0198417 0.0185119 0.0266679 0.0258373 0.0228278 0.0284979 0.0233777 0.0180647 0.0211639 0.0252873
threshold=0.005105000000000001 0.30601500000000009 -0.100615 -0.10783 0.13772500000000001 -0.016839999999999997 0.12675000000000003 -0.40274499999999996 0.091680000000000011 0.093575000000000019 -0.085974999999999982 -0.13131999999999996 -0.074254999999999988 -0.078669999999999976 0.085250000000000006 -0.084129999999999996 -0.069414999999999991 -0.083424999999999985 0.08955500000000001 1.0000000180025095e-35 0.086245000000000016 -0.061994999999999995 0.080815000000000012 0.22584000000000001 0.12007500000000002 0.10701500000000001 0.068400000000000002 0.11353000000000001 -0.52484999999999993 0.15255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 6 5 -5 8 -2 9 10 -4 -11 13 14 15 -7 -15 -14 19 20 -12 23 24 -1 -23 26 -26 -9 -29 -30
right_child=7 -3 3 4 -6 12 -8 27 -10 11 18 -13 17 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00081069973667471332 -0.0013759056921216343 0.001040836878775323 -0.0013773131743382875 0.0013905423396507396 0.00028597412138622392 -0.0013740129437519362 -0.0010713906405028875 0.00022870787628951586 -0.00075680867588856428 -0.00036926327994418002 -0.00021939393156195813 0.00096813036811076907 0.0013676510908988437 0.00067674550129321297 -0.0013749302017820831 0.00083649125029638764 -0.0013741429288434393 -0.0011817997934765933 -0.00076974788637347157 -0.0007113202963771072 0.0009237031541002354 0.00049427179981476044 0.001334198604356424 0.00026024754213357638 0.00059749995434610337 0.0010771634386224659 -0.0012773387885967112 -0.0013771721275054609 0.0013762359884196777 -0.0011382135403267411
leaf_weight=0.078365762902876668 0.015000071990016295 0.044704384715714585 0.033082668991482933 0.014531065942719246 0.08077455117017962 0.022840040025357666 0.052207113534677774 0.19789650515122059 0.061570646433438014 0.035880716055544326 0.041068092572458803 0.11300064062561432 0.0062485498074235082 0.066530747835258808 0.085599661574519814 0.034209040726636886 0.014109372026723244 0.18427726801144328 0.036586935224477202 0.035172043968714206 0.094418478383886395 0.14445941923622729 0.043265818683721591 0.092663739415002055 0.016624395813778392 0.019251782447099686 0.050959490786226525 0.0067918712156824759 0.079599722588682198 0.0083268009111634456
leaf_count=241 20 139 35 3 34 179 32 224 37 17 37 86 7 137 532 47 43 1432 25 63 33 91 43 57 14 4 83 4 207 4
internal_value=0 -0.000123706 -0.00015942 -0.000284234 -0.000512162 -0.000662669 -5.35271e-05 0.000374945 6.43568e-05 0.00019426 -8.54745e-05 0.000645816 -0.000734767 -0.000424672 -0.000844455 -4.85012e-05 0.000317907 -0.00109819 0.000120742 0.000311651 0.000577213 0.000124082 0.000344934 -0.000230461 0.000159883 -0.000396406 -0.000816163 0.000464697 0.000957752 0.00113811
internal_weight=0 1.5024 1.4577 1.01211 0.50912 0.428346 0.502987 0.307615 0.45078 0.38921 0.240328 0.148881 0.413815 0.223289 0.142649 0.0570491 0.0806401 0.190526 0.207246 0.170659 0.135487 0.44559 0.274561 0.17103 0.231295 0.0868357 0.0675839 0.292615 0.0947184 0.0879265
internal_count=3910 3451 3312 2779 2414 2380 365 459 333 296 193 103 2377 938 758 226 180 1439 158 133 70 533 235 298 192 101 97 439 215 211
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 2 39 52 13 0 1186 106 46 3 4 50 48 2 48 15 457 457 3 51 133 42 42 3 0 0 34 4 160
split_gain=0.0391653 0.054174 0.0424552 0.035233 0.0297762 0.0294726 0.0340257 0.0284531 0.0282515 0.0309964 0.0280709 0.0327384 0.043351 0.0351637 0.0547139 0.0431699 0.0343338 0.0260774 0.0368399 0.0239726 0.0237813 0.0232206 0.024021 0.02659 0.0283184 0.030912 0.0228087 0.0234176 0.0227501 0.0217451
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 0.005105000000000001 0.084240000000000023 -0.10241499999999999 -0.13506999999999997 0.084100000000000022 0.091500000000000012 0.092020000000000005 0.16699000000000003 -0.17479499999999998 0.11413000000000002 0.12738500000000003 0.097940000000000013 -0.033554999999999995 -0.074174999999999977 0.084715000000000013 0.085230000000000014 -0.084129999999999996 -0.07174999999999998 0.10681500000000001 -0.089024999999999979 0.091955000000000023 -0.5217799999999998 -0.066689999999999985 0.024745000000000003 -1.0000000180025095e-35 -0.51381999999999983 -0.089989999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 19 6 -4 10 9 -5 11 16 13 14 15 -13 -2 -7 -19 -1 -16 22 -3 28 -25 -26 27 -17 -24 -29
right_child=3 21 5 8 -6 17 -8 -9 -10 -11 -12 12 -14 -15 20 26 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.00066979470006902503 0.0012317005829858942 -0.00086935668305874211 -0.0011771703948753396 0.00076345073980315086 -0.0012280738102817203 -0.0012210412280796155 0.00038042418072941405 0.0011162879431827278 -0.00062354072553147714 -0.00077741410240388077 0.00070099201233676583 0.00092950413014503532 -0.0012215355575467765 -0.00085545407453945811 -0.00030299699169593878 -0.0011101244211277326 -0.0011747093485736443 0.00098476961899151162 -0.0012203477557829981 0.00069504528140226177 0.00077111028227179956 -0.00085605543287488642 -0.00042416080105850407 0.0011810476335681094 0.00086512321593044679 -0.0012238515425528314 0.0012221471647678194 -0.0012217024260813118 0.00051287407714631827 -0.00010828469974706527
leaf_weight=0.025626689494629318 0.010156023316085339 0.032213889684499009 0.032754175405898422 0.22163077134791809 0.021602854133789151 0.17870865557927107 0.057311520690291329 0.032814235122714197 0.030098496410573716 0.021262758004013449 0.071234569886655663 0.053747346577438071 0.042803999838724849 0.060840909389298758 0.036335907582724758 0.044694671320030244 0.066540837130560027 0.021231604010608862 0.023971127111053647 0.075383052287179564 0.19518589126528241 0.037665035144073045 0.044845308964795549 0.013422292366158217 0.013434882952424232 0.048640311076269427 0.015714119916083291 0.02791765649726563 0.27237536699658471 0.39329669837343384
leaf_count=85 1 51 43 337 99 1374 48 28 25 10 149 39 124 39 22 36 157 8 83 48 142 105 33 3 20 71 10 89 129 502
internal_value=0 -0.000229362 -0.000537369 0.000100306 7.09561e-05 -0.000774929 -0.000186026 -1.02102e-06 0.000490515 0.000628564 -3.70198e-05 -9.25203e-05 -2.52504e-05 3.66123e-05 0.000107384 -0.000106745 -0.000856058 -0.00101181 -0.00018461 0.000348778 0.000602536 6.1329e-05 0.000142644 0.000225656 -0.000424561 -0.000771736 -0.000222387 -0.000271108 0.000380406 -0.000182081
internal_weight=0 0.899187 0.43659 1.32427 0.122613 0.313977 0.0900657 1.05128 0.272992 0.242894 1.01847 0.947234 0.870537 0.827733 0.766892 0.53537 0.0766969 0.223911 0.0452027 0.10101 0.231522 0.462597 0.424932 0.392718 0.0754975 0.0620752 0.481623 0.465909 0.317221 0.421214
internal_count=3910 2200 1788 1710 232 1556 91 1338 372 347 1310 1161 1003 879 840 676 158 1465 91 133 164 412 307 256 94 91 637 627 162 591
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=1 4 1446 42 47 4 48 2 128 13 42 41 4 457 148 2 484 3 0 2 132 50 474 160 52 3 4 16 4 4
split_gain=0.0363277 0.0458504 0.0298446 0.0275617 0.0270749 0.0327607 0.0264555 0.0369029 0.0281451 0.0257946 0.0283813 0.0383501 0.0310848 0.025451 0.0240121 0.0315301 0.0243859 0.0237857 0.0237669 0.0478002 0.0261564 0.0214548 0.0212888 0.0200247 0.022489 0.0173427 0.0201133 0.0228282 0.017106 0.031556
threshold=0.085835000000000009 -0.084009999999999987 0.091520000000000018 0.092860000000000012 0.086785000000000015 -0.23071499999999998 0.12862000000000004 0.10045500000000002 0.082695000000000005 -0.49820499999999995 -0.089024999999999979 0.078535000000000008 -0.51381999999999983 0.53894500000000012 -0.083929999999999991 -0.14847999999999997 -0.0043499999999999988 0.10666500000000002 -0.070894999999999986 0.099675000000000014 0.10071500000000001 0.11901000000000002 -1.0000000180025095e-35 -0.15845999999999996 0.0033900000000000002 -0.15653499999999998 0.0021050000000000005 -0.014099999999999998 0.0051950000000000008 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 5 -2 7 8 13 -1 -11 12 -12 14 -7 -16 -17 18 25 -20 -21 22 -9 -18 28 -3 -27 -28 29 -25
right_child=2 17 -4 -5 -6 6 -8 21 -10 10 11 -13 -14 -15 15 16 23 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0011557834329447431 -0.00071954693184880054 0.00087412584561623221 -0.0011312137496585733 -0.00068921321789972836 -0.00014036316088329406 -0.0011557945530104227 -0.00041489504174711421 -0.0005802819680610419 -0.001095976995656765 -0.0008088674836231693 -0.00037623312744781225 -0.0011524111241857306 0.00069929671033768686 -0.0011512532017269852 0.0011096038820721616 -0.00086093898839251129 -0.0010256288537234559 0.0001904462959219975 0.00067371425233284598 -0.0011568611125192631 0.00066419563886362576 -0.00050041296897709734 0.00086505474243817114 0.0002246512967647991 0.0010845284981618754 -0.0011509087800874733 -0.00086141512725495173 0.00016887886665091311 0.00059516801361424957 -0.00114054597601221
leaf_weight=0.017192716710269451 0.043885690537990629 0.0082130262162535272 0.025135514632893208 0.051898700746960458 0.33688452860178586 0.014738998645043355 0.06272694172730553 0.014249749652663013 0.022376197970970679 0.028116400370208794 0.042518035756984318 0.019449239176537958 0.21365630049626805 0.01699555607046932 0.059273422964906675 0.026319855919154977 0.014512045539959106 0.063266052233302617 0.05237098285215358 0.052741428391982481 0.012967428378033219 0.018416643782984465 0.23907245858845272 0.12109020681737082 0.047018465657856723 0.12342499557621522 0.079973363730005076 0.04398907060158308 0.095902397435565945 0.027398411213653606
leaf_count=3 144 4 62 56 343 7 33 5 98 149 33 21 258 11 80 52 52 21 44 197 23 11 389 260 38 1027 292 72 81 44
internal_value=0 -0.000208436 0.000107192 8.74823e-05 0.000134006 0.000246183 0.000300512 0.000363068 0.000159609 0.000213083 0.000290566 0.000402719 0.000520788 0.000225989 0.000283606 0.000337793 0.000200099 -0.000460933 -0.000571215 -0.000144974 -0.000797482 0.00069672 0.000783752 0.000291385 0.000356971 -0.000768125 -0.000822646 -0.000495807 0.000216996 -2.72484e-05
internal_weight=0 0.809778 1.186 0.372831 1.16086 0.823977 0.780091 0.717364 0.445626 0.320933 0.30374 0.275624 0.256174 0.423249 0.406254 0.391515 0.332241 0.436946 0.37368 0.11808 0.0657089 0.271739 0.253322 0.305922 0.291409 0.2556 0.247387 0.123962 0.244391 0.148489
internal_count=3910 2200 1710 520 1648 1305 1161 1128 723 464 461 312 291 625 614 607 527 1680 1659 264 220 405 394 475 423 1395 1391 364 385 304
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 474 453 3 160 38 124 155 3 48 13 2 1213 4 456 48 2 159 457 133 1 1 49 49 3 1
split_gain=0.0308132 0.043436 0.0384429 0.0316042 0.0296985 0.0257403 0.0245617 0.0245569 0.0306887 0.0275727 0.0373594 0.0296644 0.0269766 0.0245831 0.0277735 0.0519974 0.0243272 0.0252698 0.0258055 0.0242947 0.0255061 0.0239895 0.0257487 0.0263662 0.0245761 0.0463784 0.0454313 0.0535243 0.0391946 0.0252908
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.088854999999999976 -1.0000000180025095e-35 0.090755000000000016 -0.12008499999999998 -0.217635 0.10208000000000002 -0.048219999999999992 0.083500000000000005 0.31335500000000011 0.082070000000000018 0.049070000000000009 0.11085000000000002 -1.0000000180025095e-35 -0.51381999999999983 1.0000000180025095e-35 -0.09386499999999999 -0.074699999999999989 0.10519500000000001 0.53894500000000012 -0.26719999999999994 0.094695000000000015 0.09112000000000002 -0.085974999999999982 1.0000000180025095e-35 0.086245000000000016 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -4 -1 13 -9 10 -10 12 16 14 -6 -16 -12 -18 19 -19 -21 22 23 -22 25 26 -25 28 -28 -29
right_child=2 -3 5 4 7 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 17 18 -20 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.00097228287283843964 -0.0010201666449474005 -0.00094404424708471402 -0.0011391324868078102 -0.00092482483948230819 0.00074662980196552563 0.00045145541190138823 0.0011308023151738688 -0.00078288912327967623 0.0005188411761390166 -0.00089764595377801011 -0.00112705362315231 -0.0011283026617915515 0.0011277487781044158 0.00098692493833541645 -0.00083128549982387323 0.00066932759156450511 -0.001131334118712698 -0.0011311154604243306 -0.0008420278053148212 -0.0010697795566441837 -0.0011282816973303413 -0.00095570592764022359 -0.0011287804748119372 -0.00081757852759602146 0.00044398550858255881 -0.0010664683917411461 9.2176816313188249e-05 -0.0011287622111805791 0.00083348237644467185 0.00094324150848989531
leaf_weight=0.069758266876079111 0.026827166657312773 0.073066504054622672 0.013477390486514196 0.045191460009619155 0.06178514563362103 0.30368699774771801 0.0078346870004679658 0.070111564219814348 0.16121466797085293 0.043662941607181094 0.02629112155238944 0.032117676784991889 0.024941251198470016 0.056087600481987465 0.06785237891244833 0.051531845383578911 0.025734069535245818 0.02198405039143736 0.044169478049525424 0.024370425162486664 0.019667250674842207 0.026585688807699626 0.020117610605666414 0.055075090761419143 0.30647619716546615 0.043851236206137401 0.20190142098409047 0.044561452690913939 0.16390582418534905 0.0089771814236883074
leaf_count=357 20 175 4 479 40 448 2 246 160 37 412 129 46 26 47 15 17 23 156 41 143 92 13 58 165 38 304 183 30 4
internal_value=0 -9.35212e-05 0.000274368 -5.75111e-05 -2.44423e-05 0.000383866 -0.000759931 9.41539e-07 -5.71587e-05 -1.78859e-05 1.27968e-05 -6.1999e-05 -2.96479e-05 0.000335383 0.000133674 -0.00018355 -5.75746e-05 -2.96627e-05 -7.81998e-07 3.88537e-05 6.69487e-05 9.8036e-05 0.00013044 0.00016044 0.000191172 4.1672e-05 0.000144099 0.000270401 0.000424331 -0.000781335
internal_weight=0 1.79882 0.343992 1.72576 1.64816 0.317164 0.077593 1.60297 1.36572 1.2956 1.25194 1.09073 1.05861 0.237257 0.181169 0.119384 1.03367 1.00738 0.981643 0.937473 0.915489 0.891119 0.864533 0.844416 0.824748 0.518272 0.474421 0.419346 0.365807 0.0535386
internal_count=3910 3438 472 3263 2904 452 359 2425 2297 2051 2014 1854 1725 128 102 62 1679 1267 1250 1094 1071 1030 938 925 782 617 579 521 334 187
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=1446 1 0 42 51 43 42 52 1186 133 1429 4 52 3 12 39 106 46 51 48 51 50 2 48 457 16 474 9 47 160
split_gain=0.00810314 0.0086012 0.0179671 0.0117038 0.0117125 0.0106971 0.0116772 0.0120208 0.0101857 0.00962786 0.0138381 0.00950017 0.0106071 0.00938749 0.0132099 0.00886962 0.0107438 0.0127694 0.0119106 0.0106426 0.016305 0.0147021 0.0181978 0.0124359 0.011199 0.0120301 0.0186447 0.0137934 0.0118068 0.0132545
threshold=0.11539000000000001 1.0000000180025095e-35 -0.084074999999999997 -0.089024999999999979 -0.031524999999999991 -0.077664999999999998 1.0000000180025095e-35 0.11401500000000002 0.083980000000000013 0.084285000000000013 0.086185000000000012 0.0021050000000000005 0.048695000000000009 -0.078669999999999976 0.096315000000000026 0.005105000000000001 0.091500000000000012 0.086210000000000009 -0.40274499999999996 0.12675000000000003 0.13474500000000003 0.11413000000000002 0.11542500000000001 -0.11284499999999999 -0.0034949999999999994 -0.069144999999999984 0.084655000000000022 -0.016839999999999997 0.11861000000000001 -0.089804999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 -7 15 10 -1 -11 -13 14 -6 19 17 18 -17 21 -21 22 24 -24 -3 28 27 -27 29 -26
right_child=-2 8 3 4 5 6 -8 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0029493093225084585 -0.0029478925416512019 -0.0017270277152634638 -0.0023261041901523937 -0.0029485520931198505 0.0011139632046932757 0.00047694251741452491 -0.0029493416730143915 -0.0029525879777910465 0.0026608241439713188 -0.0029466932820038905 0.0028989466832033389 0.0012180047174198527 -0.0029497563222834165 0.0027174635485674318 -0.0029522142721798692 -0.0029493263482225376 -0.0016764430207221407 -0.0020640786053053965 0.0017945570261650196 -0.0027645237486654396 0.00060415317927413998 -0.0027234749558322957 -0.0029077916055133385 0.0024844159385807281 -0.0021829499134610234 0.0029632873296555448 0.001347663580798713 -0.001397627529570962 -0.0023530444427671054 0.0010212534596997606
leaf_weight=0.042236085284002911 0.0081997098387773804 0.02982183801782412 0.016710049026812612 0.0095292549098928703 0.049891391397352436 0.087829328791372063 0.011990750599977673 0.0098633513746335666 0.014223648935512756 0.010375531269744442 0.003828676025477761 0.024285831620659337 0.0067766442447805266 0.024707378963398696 0.0080507191762535513 0.004851013840379891 0.01266185035728995 0.0094056681264191866 0.086012222951467265 0.028909293392189284 0.021918020069279009 0.015268726484123363 0.0040833738412402445 0.040685854501589347 0.011988045453563245 0.0067214899099781169 0.035529960519511405 0.098708065043751958 0.010840423277841182 0.17064413339886642
leaf_count=554 55 71 208 131 136 162 244 35 33 299 7 73 61 37 27 9 25 11 331 51 23 120 8 169 52 3 116 459 11 389
internal_value=0 -6.53273e-06 -0.000408607 4.29451e-05 0.000239054 0.000396986 -0.000206026 0.000130687 0.000197801 -0.00153653 -0.00246323 -0.000506364 0.000308759 0.00119724 0.000548991 0.000138226 0.000880236 0.00120309 0.00154129 -3.81422e-05 -0.00131187 0.000114441 0.00022038 0.0019926 2.56277e-06 0.000156793 -0.00049771 -0.0011196 0.000633648 0.000810928
internal_weight=0 0.908349 0.306075 0.218572 0.201862 0.192333 0.109683 0.0976927 0.602274 0.0875028 0.0460648 0.041438 0.0310625 0.0826495 0.0579421 0.58805 0.112931 0.100269 0.0908632 0.475119 0.0508273 0.424292 0.409023 0.0447692 0.364254 0.334432 0.14096 0.10543 0.193473 0.182632
internal_count=3910 3855 1974 980 772 641 441 197 1881 994 561 433 134 200 163 1848 376 351 340 1472 74 1398 1278 177 1101 1030 578 462 452 441
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=1456 151 147 4 480 402 1 15 14 44 3 43 123 16 129 133 52 456 160 148 158 48 1 49 0 13 13 13 133 1
split_gain=0.00785202 0.0103333 0.00779247 0.00816929 0.0082973 0.00838163 0.0077869 0.0141223 0.0137494 0.0115117 0.0114047 0.00953428 0.0127028 0.00973354 0.00919329 0.0103268 0.0114704 0.0103402 0.0114944 0.0116461 0.00918935 0.00881584 0.0108713 0.00986888 0.017521 0.00992961 0.0137298 0.0138197 0.0103733 0.0101518
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 0.10668000000000001 0.13662500000000002 -0.050004999999999994 0.077685000000000018 0.081835000000000019 0.30601500000000009 0.24789500000000006 1.0000000180025095e-35 -0.5152199999999999 0.092070000000000013 -0.036599999999999987 -0.42985499999999993 0.084065000000000015 -0.098319999999999991 0.087215000000000015 0.085745000000000002 0.12675000000000003 0.10386500000000001 -0.085974999999999982 0.039665000000000006 -0.10241499999999999 -0.084184999999999996 -0.083514999999999992 0.086895000000000014 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 -1 -2 4 5 6 8 -8 9 10 11 12 14 -13 15 -4 -17 18 19 -18 21 22 23 24 -20 -25 -27 -28 29 -29
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 13 -14 -15 -16 16 17 -19 20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00077897454172220321 -0.0032247490371068361 -0.0036656195175261553 0.0016049742717906463 0.0036647778826888848 -0.0028184682375205477 -0.0036215173034250723 0.0036687676671024031 -0.0002652109985469309 -0.0028314096922420389 -0.0025419677638518416 0.0036642449025550304 0.0032798926009259912 0.0018049233264590247 -0.0036672671205498428 -0.0029282055228442225 -0.003663697974415269 -0.0036658525833745551 -0.0028817091347660534 -0.0029638742406599 0.0036250610727146361 -0.0021549915318181674 -0.0018633079956757988 0.001419920198634067 0.0016520779960511847 0.0020648047888649919 -0.0036639029544990186 0.0030968192805489706 0.00070785895641108359 -0.002665230271923451 -0.0011953186079360406
leaf_weight=0.011625525529893821 0.0097895993078509491 0.017697597101545171 0.055893912502938292 0.0083572804567211278 0.013535542883005292 0.0081568329068772982 0.022399295799687025 0.026987348092006869 0.022052021207173311 0.021430284917187237 0.012398172840221378 0.0032774135670479146 0.059750070824748036 0.015494207889958034 0.013711530488308199 0.011514271117903263 0.018238327906061613 0.015885563175970674 0.031616954298442579 0.0035031840416195328 0.020819423348825694 0.023417419397446793 0.11446836706272734 0.062916646027588286 0.01316305405634921 0.012853902274002849 0.020485473765461393 0.14057235778415134 0.018606915987788852 0.051319670168595621
leaf_count=41 36 328 327 139 226 185 98 48 92 42 55 3 192 189 123 234 193 122 67 5 99 21 130 39 5 133 15 331 317 75
internal_value=0 -0.0019035 2.40192e-05 6.17544e-05 2.56697e-05 7.25639e-05 0.000109637 0.00151904 1.84568e-05 0.00010323 0.000181972 0.00012095 0.00019114 -0.00245433 3.78398e-05 0.000103939 -4.60462e-05 2.99843e-05 0.000116931 -0.00249108 0.000228059 0.000329431 0.00043962 0.00012041 -0.0014857 0.000354869 2.01555e-05 0.000225167 -5.4298e-05 0.000198872
internal_weight=0 0.0293231 0.852615 0.842825 0.834468 0.820933 0.812776 0.0493866 0.763389 0.741337 0.719907 0.707509 0.688737 0.0187716 0.628987 0.615275 0.559382 0.547867 0.531982 0.0217415 0.51024 0.489421 0.466003 0.351535 0.04478 0.306755 0.243838 0.230984 0.210499 0.191892
internal_count=3910 369 3541 3505 3366 3140 2955 146 2809 2717 2675 2620 2428 192 2236 2113 1786 1552 1430 198 1232 1133 1112 982 72 910 871 738 723 406
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=1429 1 159 42 123 0 158 16 457 52 133 42 133 106 31 12 160 475 2 43 15 132 147 148 16 51 16 3 1374 150
split_gain=0.0383551 0.0384241 0.0466983 0.045061 0.0530122 0.0396378 0.0374607 0.0371748 0.0357151 0.034988 0.0435811 0.0366286 0.0339678 0.0369632 0.0371485 0.034102 0.0336653 0.0413429 0.0287905 0.0286368 0.0364362 0.0364814 0.0282745 0.0380775 0.0354793 0.0447456 0.0348591 0.0394238 0.0333629 0.0313423
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.091310000000000016 -0.084074999999999997 0.10985500000000002 -0.50763499999999995 0.085130000000000025 0.11401500000000002 0.10599500000000002 0.084100000000000022 0.085625000000000021 0.092305000000000012 -1.0000000180025095e-35 0.084645000000000012 -0.217635 -0.083904999999999993 1.0000000180025095e-35 -0.52334499999999984 0.041585000000000004 0.093105000000000007 -1.0000000180025095e-35 -0.067364999999999994 -0.067969999999999989 0.07919000000000001 -0.033174999999999989 -0.075679999999999983 -0.094679999999999986 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 -2 7 -4 -5 18 10 11 -7 13 14 -3 -14 -16 -18 -9 -13 21 -21 -19 -24 28 26 -26 -28 -25 -30
right_child=1 2 6 5 -6 9 -8 8 -10 -11 -12 19 15 -15 16 -17 17 22 -20 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.0010332488525075403 -0.0012968466560295076 0.0013147543552563066 0.0008417586264797863 0.00067091177393570052 0.00071414955762973066 0.00060477030195551292 -0.001249720011199337 0.0011790209378257123 0.00031339434610249046 -0.00095091082841087323 -0.0013003707643017741 0.0013099203799475359 0.0012040111445111 -0.001303146712375232 -0.0008395356248719879 -0.0010797332676195646 -0.0012996566789730656 -0.0012178402527453641 -0.0012971902946824099 -0.0012984902875579822 0.00054419901254768477 0.00090574565107651639 0.00084495853646858595 -0.00046532255838400158 -0.0012770970264050401 -0.0012062711707161149 -0.00087386508849470292 0.00033628781693355742 0.0001317034074691356 0.00078972527675319796
leaf_weight=0.063192319117888807 0.11347226190650928 0.03544718418470405 0.18705130158741656 0.03288295024322041 0.027196582625037991 0.26488213505035607 0.015521800165060995 0.0083866143540944904 0.035861157515682862 0.048406593393337971 0.029912432894661833 0.018435866106301546 0.067801322473314829 0.036976413844968081 0.080240819912432593 0.013049119963852718 0.038268298504589793 0.028064781832653707 0.1247318339087542 0.070342403748327342 0.043954982942977949 0.015299467266231659 0.10372636438478311 0.10899804939981461 0.035849587559823703 0.072886224434114411 0.057126402510675689 0.21318923728813632 0.44268478254389265 0.1667864698683843
leaf_count=181 746 30 301 15 11 66 52 2 43 133 102 2 131 5 116 147 73 19 587 131 88 9 83 22 31 57 131 147 375 74
internal_value=0 -1.2904e-05 9.84638e-05 -0.000240467 -0.000908045 -0.000104977 0.000681503 -0.000587591 -0.000832492 9.33436e-05 0.000207494 0.000316727 1.97826e-05 -2.66492e-05 7.47308e-06 0.000835419 -2.69079e-05 2.45333e-05 -0.00114119 -0.000198684 -0.000413291 -0.000904715 6.57552e-05 9.57439e-05 2.49358e-05 -0.000295294 -7.84257e-05 8.05435e-05 0.000193883 0.000311776
internal_weight=0 2.53743 1.70367 0.833765 0.140669 0.693096 0.202573 0.201863 0.16898 0.491234 0.442827 0.412915 1.5011 1.42024 1.38327 0.0808504 1.34782 1.26758 0.133118 0.148033 0.129597 0.0856419 1.22931 1.20125 1.09752 0.379051 0.306165 0.270316 0.718469 0.609471
internal_count=3910 3729 1794 1935 757 1178 353 647 632 531 398 296 1441 1163 1158 278 1128 1012 589 230 228 140 939 920 837 366 309 278 471 449
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=97 14 1 1 0 157 42 123 16 40 150 47 2 48 44 1373 0 51 13 42 43 4 47 159 133 457 3 133 16 96
split_gain=0.00745345 0.007818 0.0127203 0.00766035 0.0159372 0.0128705 0.0112541 0.0174383 0.0107685 0.0144862 0.0116808 0.0114545 0.011108 0.0119383 0.0129015 0.0114364 0.011887 0.0104135 0.0106509 0.0123008 0.0112607 0.0112846 0.0103551 0.00902442 0.0131071 0.0097118 0.00917724 0.00885397 0.0099498 0.0113479
threshold=-0.085229999999999986 0.077685000000000018 0.13735000000000003 1.0000000180025095e-35 -0.084074999999999997 -0.074309999999999987 -1.0000000180025095e-35 0.091310000000000016 -0.063614999999999991 0.028705000000000001 -1.0000000180025095e-35 0.13177500000000003 0.13754500000000003 0.12862000000000004 0.081710000000000019 0.09586500000000002 -0.13027499999999997 -0.031524999999999991 -0.5337599999999999 0.091955000000000023 -0.52334499999999984 0.15045000000000003 0.11861000000000001 0.091215000000000018 0.086895000000000014 0.085130000000000025 0.16699000000000003 0.086355000000000015 0.51388000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 7 -6 10 11 -7 27 13 14 15 16 -12 -8 -19 -20 -21 -22 -18 24 -2 26 -26 28 29 -10
right_child=1 2 -4 5 6 8 17 -9 9 -11 12 -13 -14 -15 -16 -17 22 18 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033856121495892668 -0.0033873552746380249 -0.0030229486188794244 0.0029559630687624318 0.0016721540363647395 -0.0033877716789352313 -0.001761907931486784 -0.0033868748551247334 0.0023280404803722129 0.0034042456649630505 0.0025341324594903908 0.001632959067970936 -0.0033884989089339513 0.0033891943917827472 -0.0022580960990908989 -0.0033894017632861402 -0.0033882290677019131 0.00041561157959365733 -0.0033905150957160755 0.0011805783866261044 0.0034006794895001112 -0.0033894365716062216 0.0020488415178369392 -0.0033941820572093002 0.0007352272373836933 -0.0033861168852432877 0.0025232907292925422 0.0033933430002660828 0.0027731875425843658 0.001760322611972652 -0.0013495436438695919
leaf_weight=0.007225572078368713 0.042421976987213839 0.021310015881795152 0.0050365750503260634 0.062432046543904107 0.022615994698412578 0.025578357786798733 0.0080693156708377956 0.0083729842444881797 0.006046862341463565 0.01531303275078244 0.12591854882680309 0.018849838531423302 0.015727942875969347 0.017262082066736184 0.0087239067229347711 0.0072388274347758843 0.096837337030081017 0.0075092667248100034 0.13061133151936133 0.0050161760300397864 0.019258289825586417 0.0056497238106203431 0.0089198960113208159 0.013832108326312209 0.011050391705822449 0.0090153442856717447 0.002882144646719099 0.0084617647764275716 0.015518763194791063 0.11661879513417261
leaf_count=45 618 119 6 234 437 64 107 5 1 22 171 32 118 15 16 13 453 4 218 1 212 9 8 80 270 21 1 75 105 430
internal_value=0 -6.52347e-05 -0.00187998 -8.02593e-06 -0.000456776 0.000225808 3.68934e-05 -0.0018434 4.03962e-05 -0.000614352 0.000427012 -0.000905676 0.000626525 0.000462497 0.000652141 0.000799717 0.000930571 0.00036775 0.000548042 0.000732274 -0.00122446 -0.00215591 9.42817e-05 -0.00174766 -0.00227303 -0.000213069 -0.00198369 -0.000586535 -0.000792268 -0.0011152
internal_weight=0 0.8621 0.0263466 0.835753 0.286305 0.549448 0.207103 0.030989 0.487016 0.180809 0.306207 0.165496 0.280629 0.264901 0.247639 0.238915 0.231676 0.176114 0.168045 0.160536 0.0299242 0.024908 0.105757 0.079202 0.0653699 0.0229479 0.0139325 0.146646 0.138184 0.122666
internal_count=3910 3865 125 3740 1983 1757 993 442 1523 665 858 643 794 676 661 645 632 551 444 440 222 221 461 990 910 292 271 611 536 431
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=30 2 150 48 1 484 401 41 8 1429 1444 13 2 39 132 47 13 1 48 14 15 39 160 52 42 43 3 13 42 0
split_gain=0.0384125 0.0313775 0.039201 0.0351101 0.0361776 0.0290394 0.0307994 0.0289701 0.0381774 0.0336288 0.0287564 0.0287256 0.0594983 0.0488725 0.0380695 0.0328021 0.0313295 0.0248892 0.0289926 0.0318343 0.0257746 0.0248538 0.0292064 0.0379103 0.032377 0.0503998 0.0378803 0.0342581 0.0316483 0.0286463
threshold=0.085915000000000019 0.097940000000000013 0.081245000000000026 0.12738500000000003 0.088675000000000018 -0.0043499999999999988 0.083100000000000021 0.080335000000000018 0.080860000000000015 0.084845000000000018 -0.083574999999999997 -0.089899999999999994 0.10393500000000001 0.088755000000000014 0.084925000000000014 0.10843500000000002 0.28269500000000009 0.10593500000000002 0.14226500000000003 -0.46637499999999993 -0.14487999999999998 0.16168500000000002 -1.0000000180025095e-35 -0.089799999999999977 -0.10770999999999999 -0.07526999999999999 -0.086589999999999986 0.23436000000000004 0.095385000000000011 -0.23274999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -1 7 8 9 10 -7 12 -3 14 17 -14 -15 -13 19 -19 -21 22 -12 28 -25 26 27 -26 -24 -27
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 21 13 15 16 -16 -17 -18 18 -20 20 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-0.0012502283684312069 0.0012773749185574334 0.0010805124332090874 -0.0008637354487390466 -0.00061125791392710579 0.00098268262898734671 0.0012163203334961961 -0.00135817271769037 -0.0011123431737491045 0.0010775381810187795 0.0006491735437626643 -0.00096656564914123031 -0.00099465356140183113 -0.00057102356288694922 0.0011155857930377439 0.00048485888626987499 0.0011128942136598395 -0.0013752263760287663 -0.0010141564325724238 -0.0012765795830680748 0.0010441806933049918 -0.00026061601446099639 0.00089529784074998502 -0.0012537141087312115 -0.0013877014754913417 -0.00073819480459712445 0.0013819914127413549 0.00089927072041066339 0.0010721422281026833 0.0001907485011884957 -0.00046152022580920839
leaf_weight=0.082771866992743859 0.028203906307680771 0.080408557441842277 0.023542147931948421 0.050540615702630021 0.13293178030835406 0.020186384570479388 0.062342790739876253 0.092900731946428894 0.035887739173631306 0.05947611037390732 0.18457135686026016 0.26210152243356766 0.15698052796687989 0.053676017334510107 0.05612211018888047 0.025319473279523663 0.01156889726917143 0.049082822042691987 0.050395151687553152 0.050329105899436399 0.065889192896065651 0.025842958624707646 0.13716676935473471 0.044075025604115248 0.072650970748782129 0.016390483593567762 0.11932286413139048 0.027031925433675497 0.036115853516093921 0.51672455871812584
leaf_count=472 99 22 18 15 167 14 255 80 58 95 468 449 147 99 85 23 12 20 25 37 61 5 176 64 101 3 69 29 27 715
internal_value=0 -0.000333454 -0.000152893 0.000383559 0.000704881 -0.000459313 -0.000414185 -0.000371796 -0.000318689 -0.000358471 -0.00040841 -0.000281744 9.67641e-05 -0.000447704 -0.000584768 -0.000337146 0.000673928 -0.000710406 -0.000365005 -8.70941e-05 0.000304435 -0.000436207 -0.000466024 -0.000370729 -0.00024408 -0.000177062 0.00037741 -0.000247269 -0.000952657 -0.000404842
internal_weight=0 2.60235 1.06889 0.207015 0.156474 1.53346 1.45069 1.38834 1.29544 1.25956 1.20008 0.861873 0.262709 0.599165 0.53392 0.1823 0.0652449 0.477798 0.215696 0.165301 0.116218 1.17989 1.15405 0.969478 0.796196 0.752121 0.219006 0.0996829 0.173283 0.533115
internal_count=3910 3811 1180 200 185 2631 2159 1904 1824 1766 1671 980 192 788 677 170 111 592 143 118 98 1657 1652 1184 981 917 199 130 203 718
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=1456 151 1425 4 11 401 128 43 40 149 376 16 1132 1 16 15 2 0 0 133 48 132 131 160 1 48 48 457 52 0
split_gain=0.00717296 0.0093922 0.00737393 0.00871329 0.00838588 0.00851049 0.00784662 0.00812318 0.0146326 0.0113742 0.0107133 0.0142941 0.0103346 0.0124177 0.0101683 0.0240015 0.0214386 0.0153358 0.0145747 0.0100493 0.0125507 0.0126688 0.0100339 0.00957588 0.0124213 0.0122694 0.0104761 0.00907034 0.0121343 0.00909758
threshold=-1.0000000180025095e-35 -0.035524999999999994 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.087020000000000014 0.11637500000000002 -0.062599999999999989 -0.083709999999999993 0.099335000000000021 0.08672500000000001 0.22945500000000005 -0.10116499999999999 0.099595000000000017 -0.014099999999999998 0.05377500000000001 -0.023524999999999997 0.12500000000000003 0.039665000000000006 0.085050000000000014 0.086870000000000017 0.081240000000000021 0.087580000000000005 -1.0000000180025095e-35 0.13662500000000002 0.12862000000000004 0.11904500000000003 -0.0034949999999999994 -0.077699999999999977 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 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 -2 12 11 14 -10 19 17 16 -16 18 23 22 21 -21 -14 -9 25 26 27 -25 -29 -30
right_child=2 -3 -4 -5 -6 -7 -8 10 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0006693429227014174 0.003656523674726461 -0.0038895611185311833 -0.00390232187254896 0.0024771056421983048 -0.0018322426096207521 -0.0028643503799139882 -0.0038980816308135423 -0.0030874110109669678 -0.0038935874924127139 -0.0038919230085731303 0.0027238559803412768 -0.0028273753511610616 0.0011539557014272484 0.0020414312825783472 -0.0038880878688828473 -0.0028468852292915158 0.0024844923642566427 -0.003045979119951225 0.0037678342435777893 -0.0036299759881735969 0.0019187917220125808 0.0024342830915372836 -0.0025128301673746295 -0.0029527741728670805 0.0033632167866157001 -0.003907744741903493 0.0028184515801408104 0.0030949420829928737 0.0013643998822105393 -0.00090810833297303383
leaf_weight=0.011708402835097331 0.023012845796529291 0.016371449972552909 0.0072182262699698177 0.02163313909829867 0.036898493098533436 0.014692290887353465 0.0072605206266871383 0.018078183691272898 0.0075696806889027348 0.0089171120171158691 0.018761599929348449 0.030830887917261407 0.10197573886239297 0.073899097590128804 0.0088807774591259658 0.020429285096781769 0.078152372530098546 0.030806467024376616 0.01360480664880015 0.029279215704150374 0.01292782786498492 0.0063286105413453688 0.012674096574357918 0.018928912417322863 0.014265641468000467 0.01394403788526688 0.016619791917037219 0.016102445231751972 0.033484872872577398 0.12962721120157994
leaf_count=41 108 328 91 212 104 274 58 112 5 26 33 149 254 170 34 96 136 13 16 416 69 47 179 30 40 18 10 27 39 775
internal_value=0 -0.00198864 8.80577e-06 4.32517e-05 -2.2732e-05 6.49992e-05 0.000122664 0.000162162 0.000689068 0.000419756 -0.000152927 -0.000274555 0.000576908 0.000719643 -8.39493e-05 0.000944329 0.00183424 -0.0004457 -0.000154043 0.000121066 -0.0013613 -0.00255217 0.000748607 -0.000358434 -0.000155386 -0.00037486 -0.000145478 -0.000394086 -0.000123833 -0.000441591
internal_weight=0 0.0280799 0.826804 0.819586 0.797953 0.761054 0.746362 0.739102 0.276584 0.253571 0.462517 0.443756 0.244654 0.237085 0.412925 0.107462 0.0870331 0.305462 0.274656 0.163185 0.0485357 0.0356078 0.11465 0.261051 0.242973 0.228707 0.214763 0.198143 0.179215 0.163112
internal_count=3910 369 3541 3450 3238 3134 2860 2802 1274 1166 1528 1495 1140 1135 1346 266 170 1080 1067 965 532 463 433 1051 939 899 881 871 841 814
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=1446 1 0 42 123 51 43 42 52 52 52 133 132 16 133 1429 12 52 2 147 41 133 106 3 12 48 147 31 47 47
split_gain=0.00704808 0.00758169 0.0140793 0.00997912 0.0150108 0.00937969 0.0098786 0.00978361 0.00947384 0.00953527 0.00985311 0.0100331 0.00902828 0.00885017 0.00815174 0.0116375 0.00809192 0.00844371 0.0076928 0.0074231 0.0078191 0.0104398 0.00988587 0.0098318 0.0110487 0.00943297 0.00921744 0.00844963 0.00865337 0.0108817
threshold=0.11539000000000001 1.0000000180025095e-35 -0.084074999999999997 -1.0000000180025095e-35 0.091310000000000016 -0.031524999999999991 -0.077664999999999998 0.084100000000000022 0.11401500000000002 0.10062000000000001 0.098910000000000012 0.098810000000000023 0.080815000000000012 0.099280000000000021 0.084285000000000013 0.086185000000000012 0.085185000000000025 0.048695000000000009 0.14808000000000002 -1.0000000180025095e-35 0.078385000000000024 0.085625000000000021 0.092305000000000012 -0.10315499999999998 0.11878500000000002 -0.09386499999999999 0.088035000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 -5 7 -7 9 10 11 -8 18 -14 15 -1 -16 -18 19 -3 21 22 23 24 -21 -25 27 -27 -29 -30
right_child=-2 12 3 5 -6 6 8 -9 -10 -11 -12 -13 13 -15 16 -17 17 -19 -20 20 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0036662115944763448 -0.0036653581228849172 -0.0033663126710270076 -0.0036664617126406875 -0.0036659773729196456 0.0023236410649331821 0.0032764722582044642 0.00077198716104151716 0.00042360055991426697 -0.0036703863041474822 0.0025539522932225916 -0.0037025642589618699 -0.0036695193755124263 0.0027361475806612612 -0.0035857395911604592 -0.0036639570702327539 0.0035877011590407957 0.0014613169362263222 -0.0036671034778820747 0.0026845886690495136 0.0023615542842155973 -0.0017814083700855409 0.0030612863566051064 -0.0036425588315836879 -0.0030913533500030203 -0.00087304027926263445 0.0036779853933045161 0.0027622824513116109 0.0002591700063803674 -0.0022527536970190555 4.5292583953163574e-05
leaf_weight=0.035186393929635074 0.0071748267811813085 0.0084766697882514563 0.020474022989503737 0.0075248377424941273 0.0077301203855313352 0.027363868133988944 0.047447277457479231 0.039255403131221556 0.0097341779495252467 0.017468578751731911 0.01071946377714994 0.0079677339893180488 0.029339551440898504 0.0033048842233256428 0.0087448914567005431 0.0032397333682183662 0.020867440775873547 0.0054261139623150703 0.015106416204275774 0.049751952605674887 0.028207259614418945 0.016548146662785257 0.0092762753265560605 0.013282584094440608 0.019802970943146647 0.0078521737668779679 0.016072196906861791 0.21740346515554165 0.050524180936804441 0.061018877040112329
leaf_count=554 55 17 433 107 5 34 100 116 81 37 2 65 168 23 194 7 133 106 104 177 92 256 6 37 19 26 63 607 145 141
internal_value=0 -1.94652e-05 -0.000522538 -9.29226e-06 -0.00202471 0.000330107 0.000518095 0.00159542 -0.000250841 0.000147307 -0.000488377 0.000133374 0.000228538 0.00209613 -0.00188965 -0.00305463 -0.000612044 0.000402982 0.00010977 3.16995e-05 9.0514e-05 0.000204919 9.86963e-05 0.000178348 0.00144063 -6.14371e-05 5.26134e-05 -7.66933e-05 -0.00016632 -0.000995623
internal_weight=0 0.815118 0.26915 0.195685 0.0282041 0.167481 0.159957 0.0666193 0.0933372 0.0836031 0.0661345 0.055415 0.545968 0.0326444 0.0734646 0.0384261 0.0350384 0.0262936 0.513323 0.498217 0.48974 0.461533 0.444985 0.435708 0.0695549 0.366153 0.352871 0.336799 0.328947 0.111543
internal_count=3910 3855 1974 980 438 542 435 150 285 204 167 165 1881 191 994 561 433 239 1690 1586 1569 1477 1221 1215 196 1019 982 919 893 286
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=457 484 150 1 0 1429 2 156 159 42 123 13 42 133 12 13 150 160 160 146 151 43 148 2 3 11 16 1 47 457
split_gain=0.00684482 0.00716681 0.0171733 0.00815778 0.0127676 0.0097694 0.0104463 0.0095384 0.00927173 0.00917849 0.0134852 0.00845751 0.00990872 0.0100259 0.0153527 0.00905558 0.00814744 0.0163005 0.0105443 0.00836129 0.00871369 0.00802638 0.00795413 0.00853273 0.0134066 0.019645 0.0167278 0.0110644 0.00971333 0.00919026
threshold=0.53894500000000012 -0.0043499999999999988 0.097030000000000019 1.0000000180025095e-35 -0.084074999999999997 0.084515000000000021 0.14808000000000002 0.084330000000000016 0.11704500000000001 -1.0000000180025095e-35 0.091310000000000016 -0.5337599999999999 0.084100000000000022 1.0000000180025095e-35 0.094195000000000015 -0.088854999999999976 0.15024000000000001 0.088785000000000017 0.088095000000000021 0.11615000000000002 -0.29526499999999994 0.083940000000000015 0.060860000000000004 1.0000000180025095e-35 0.090325000000000003 0.079700000000000007 -0.40374499999999997 0.12646500000000002 0.13302500000000003 -0.0015249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 16 -9 10 -6 -11 21 14 -14 -15 17 18 19 20 -5 -13 23 27 25 29 -27 -22 -29 -25
right_child=-2 3 -4 5 9 -7 -8 8 -10 11 -12 12 13 15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0027657602318305568 -0.0033632483440986555 -0.0019723427287427061 0.0029245429414333467 -0.0032152489883922335 -0.0039683119499852714 0.0027749629063508613 0.0039669590377264408 -0.0025087804273906953 0.0034881952702625349 -0.003971442781983775 0.0023580711536978281 0.0024445666986453564 0.0022166550514213707 0.0034279559010643415 -0.0039714814489652858 -0.003968848085490256 -0.0034947781079706702 0.0027614865171893778 -0.0032855661734679546 -0.0039800178718024347 -0.00087069942559332128 0.00017457021266122528 0.0039567645482621819 -0.0011136374351325721 -0.00044044271154728662 0.0035772464653358225 -0.0034585208318226503 0.0033997881192905366 -0.00060101152268786026 0.0033978049831557282
leaf_weight=0.037340459686006966 0.0096989866578951478 0.067340712809127012 0.010730802302532538 0.010366836018420145 0.018390365587094948 0.025457739642661181 0.01159719447241514 0.032641082498344076 0.004625946172836847 0.0066574150696396819 0.0074365673353895536 0.05049417979989812 0.024147973456422278 0.0030387939950742284 0.0085256102647690568 0.018063080850652113 0.0085702116230095271 0.041597710153780554 0.013584065706709225 0.0071104064481914966 0.12107531564367946 0.047516675705992384 0.01000466626828711 0.0079382896783499746 0.061615686988943708 0.0078471183437613945 0.016431090613991728 0.020861943258182691 0.017568852978001814 0.066917387810917717
leaf_count=590 15 772 22 29 401 94 126 189 28 4 5 45 61 4 47 265 5 84 10 5 588 19 20 11 133 24 67 82 21 144
internal_value=0 -1.24016e-05 -0.00149553 8.4281e-05 -0.000495106 0.000384357 0.000252155 0.000156154 -0.00176438 4.47426e-05 -0.0021467 0.000401957 0.000593776 -0.000773668 0.000601967 -0.00290366 0.000330089 0.000411445 0.000140893 0.000274744 0.00036356 0.00134405 0.000475899 0.000367158 0.00101174 0.00191434 -0.00118444 -0.000282454 0.0015708 0.00291938
internal_weight=0 0.785494 0.0480713 0.737423 0.251611 0.485812 0.460354 0.448757 0.037267 0.184271 0.0258269 0.158444 0.151786 0.0537755 0.0326736 0.0211019 0.41149 0.402919 0.361322 0.347738 0.340627 0.0980109 0.33026 0.320256 0.16075 0.0991339 0.0242782 0.159506 0.0384308 0.0748557
internal_count=3910 3895 612 3283 1623 1660 1566 1440 217 851 406 445 441 377 108 269 1223 1218 1134 1124 1119 64 1090 1070 379 246 91 691 103 155
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=156 0 457 158 1446 1 0 1429 156 159 133 1429 42 123 12 52 13 42 13 4 1373 160 0 1 159 150 1 13 13 160
split_gain=0.00666121 0.0076009 0.00736546 0.00665132 0.00662037 0.00674013 0.0108296 0.00880841 0.00956641 0.00864367 0.00831233 0.0110401 0.00806723 0.0121486 0.00773504 0.00756572 0.00753356 0.00798199 0.00943018 0.00946763 0.00713057 0.0093268 0.013546 0.0086595 0.00793338 0.00730174 0.00822474 0.00680692 0.0146222 0.00685636
threshold=-1.0000000180025095e-35 -0.26606499999999994 0.53894500000000012 0.11136500000000001 0.11596000000000002 1.0000000180025095e-35 -0.084074999999999997 0.084690000000000015 0.085790000000000019 0.11704500000000001 0.084285000000000013 0.086185000000000012 -1.0000000180025095e-35 0.091310000000000016 0.085185000000000025 0.048695000000000009 -0.5337599999999999 0.091955000000000023 0.41346500000000003 0.15045000000000003 0.09586500000000002 0.088785000000000017 -0.230625 0.11215000000000001 0.073745000000000019 0.090145000000000017 0.093575000000000019 0.11596500000000001 0.10153000000000002 0.092810000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 -10 11 -3 13 -8 -12 -16 -14 27 19 -19 21 22 -7 25 -24 26 -23 28 29 -18
right_child=1 2 -4 -5 -6 7 12 -9 9 -11 14 -13 16 -15 15 -17 17 18 -20 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038118372799815429 0.0034433580756262714 -0.0038137935068047754 -0.0035860930229131257 -0.0030683999493685853 -0.0038134645161282603 -0.0024056669045828334 -0.0038138570737159647 0.0026961011712145801 -0.0025211344430522732 0.0032714057005429746 -0.0038117633082637315 0.0037652415814414318 -0.0038165769857997798 0.0021142939779417165 0.0015605307356814553 -0.0038146039391256728 0.0014342255929873601 -0.0038154967246936699 0.0038265315594031356 0.0021645251296341121 -0.0031705977574542294 -0.0038188299375160242 0.00027262141808437822 -0.0009499179015004047 0.0026942588312078913 0.0038234373355848037 0.0026936211928148953 0.0027212904127179444 -0.0038469098773806112 -0.0016284968937842785
leaf_weight=0.0067658360603388692 0.0091205211360829708 0.030197175107360863 0.0084857512410962954 0.010220673583859252 0.0064597719421612956 0.026519871389382388 0.016633001903826994 0.021676298249076353 0.028696607698748267 0.0043008375334920848 0.0075251739144732701 0.0030746724260097827 0.0060248518129810682 0.0071882779593579462 0.020915188629601289 0.0046467204661695396 0.073525469875391991 0.016462936397360295 0.0041955360211431971 0.0050149007643085488 0.0081311863702921983 0.0044635366534748755 0.31833137422086111 0.011703758154453681 0.020933548250468448 0.0284877855956438 0.0076264894312316756 0.024785315792541951 0.010135773183719721 0.012402805615920443
leaf_count=197 27 532 14 152 42 44 403 86 188 31 186 2 4 5 114 91 171 248 1 5 24 20 1042 37 149 14 31 16 3 31
internal_value=0 -1.41667e-05 -5.62819e-05 -1.582e-05 2.69154e-05 6.11996e-05 -0.000456421 0.000322477 0.00021043 -0.00176614 -0.00176856 -0.00311341 3.72724e-05 -0.00202499 -0.000416198 0.000583423 0.000359307 0.000531015 -0.00139853 -0.00241921 0.000363462 0.000432198 0.00021703 0.00193761 0.000422043 0.00277045 0.000289279 0.00094093 0.000481583 0.000992155
internal_weight=0 0.757886 0.748765 0.74028 0.730059 0.723599 0.242728 0.480871 0.459195 0.0329974 0.0663589 0.0332718 0.176369 0.0238213 0.0330871 0.0255619 0.152548 0.146523 0.0256734 0.0214778 0.426198 0.418066 0.365785 0.0522816 0.339265 0.0405778 0.01209 0.120849 0.096064 0.0859283
internal_count=3910 3713 3686 3672 3520 3478 1812 1666 1580 219 925 534 887 408 391 205 479 475 254 253 1361 1337 1235 102 1191 65 51 221 205 202
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=1213 475 160 401 484 150 1373 1 375 14 51 48 47 44 0 1 15 1375 0 43 52 4 52 106 52 43 16 0 16 16
split_gain=0.0061894 0.00805484 0.0063402 0.00896826 0.0065512 0.0137123 0.00678414 0.00700331 0.0122289 0.010102 0.00989803 0.00914462 0.0100574 0.00977181 0.0125212 0.0127072 0.0154057 0.0139231 0.0121868 0.0146195 0.0137401 0.00983855 0.0164758 0.010348 0.00928037 0.0103054 0.0141337 0.00890823 0.00880185 0.00826051
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 0.082755000000000009 -0.0043499999999999988 0.097030000000000019 0.099250000000000019 0.13662500000000002 -0.40343999999999997 0.077685000000000018 -0.40274499999999996 0.12862000000000004 0.13206500000000002 0.081835000000000019 -0.10575999999999998 1.0000000180025095e-35 -0.092459999999999987 -0.089714999999999975 -0.076099999999999987 -0.089949999999999988 0.11588000000000002 -0.49837999999999999 0.11110500000000002 0.092305000000000012 -0.42985499999999993 0.083940000000000015 -0.035699999999999989 -0.15137999999999999 -0.50763499999999995 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -9 11 -10 12 13 14 15 28 17 -17 19 -16 21 22 -20 24 -23 -26 -27 -13 -6 -30
right_child=2 -3 4 -5 6 -7 -8 8 10 -11 -12 27 -14 -15 18 16 -18 -19 20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0038132185802492663 -0.0034863161076132965 -0.0030539478734410487 -0.0024711737588083258 0.0031319012389116273 0.002086594621071925 0.0026727622087655513 -0.0034933136974273577 -0.0036598053400730755 -0.0038143062729541189 -0.0027900114553092051 0.0032783537867318189 -0.003496585882599621 -0.0038218452873179615 -0.0030020666197319696 -0.0037858804817166268 -0.0021350603720607874 0.0028399348983495581 0.0012661624176029289 -0.0027671340113849829 -0.00035862568691405814 -0.0024510007381152634 -0.0020554323592484151 0.0038243227776990139 -0.0027342241231294536 0.002373297532274454 -0.0016049691230214528 0.0026723977636563903 0.00093638192687713507 -0.0038148973858894838 0.00091297039051856067
leaf_weight=0.0028804036555811754 0.015009944780643991 0.017838612120570474 0.034507260621666092 0.003707031109684066 0.0094598569844492886 0.0096223664613717119 0.0072700377405681129 0.0052058881428820305 0.0031514500660705371 0.016976271057160375 0.030550458725997487 0.018384463842266996 0.0084757961753894051 0.012272144405869767 0.023038864341060616 0.021528419188143744 0.075917016888524813 0.092803636883218132 0.023075836745647393 0.083807789864678739 0.020955161420971535 0.010460982484346459 0.0072312422562390557 0.0092870742664672434 0.09615719388426669 0.026844925945397335 0.019265817516725292 0.010252193322571657 0.016187994709582654 0.0080258313050762808
leaf_count=4 255 588 562 18 24 22 30 6 7 65 194 26 12 24 212 17 142 127 130 737 68 136 2 5 345 31 18 40 57 6
internal_value=0 -0.00209926 1.31441e-05 -0.00217553 7.16063e-05 -0.00134955 0.000167123 0.000208107 0.00177553 0.000108198 0.00261512 0.000191107 0.000297616 0.000360378 0.000436225 0.0011274 0.00150928 0.000625721 -4.72408e-05 -0.00109763 0.000478976 0.00079822 -0.00119442 0.00117097 0.00140843 0.00166313 0.000182184 -0.00190954 -0.00103016 -0.00224781
internal_weight=0 0.020719 0.719433 0.018717 0.700716 0.0441296 0.656586 0.649316 0.0389078 0.610409 0.0337019 0.593432 0.564796 0.55632 0.544048 0.223923 0.190249 0.114332 0.320125 0.106847 0.213278 0.192323 0.0303071 0.162016 0.152729 0.142268 0.0461107 0.0286367 0.0336737 0.0242138
internal_count=3910 592 3318 273 3045 584 2461 2431 207 2224 201 2159 2093 2081 2057 373 286 144 1684 949 735 667 132 535 530 394 49 66 87 63
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=4 11 403 1456 12 453 50 453 160 1212 401 148 47 10 43 376 42 42 156 457 16 9 16 15 0 4 130 1 0 12
split_gain=0.0295917 0.0479824 0.0283769 0.0297279 0.0247437 0.028176 0.0256661 0.0223381 0.0223182 0.023071 0.0229284 0.0224633 0.021425 0.0270539 0.0210454 0.0295156 0.0279077 0.0256939 0.0366973 0.0329303 0.0252785 0.0232172 0.0249535 0.0738873 0.0248041 0.0303112 0.0216155 0.0210098 0.0249648 0.0365029
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 -1.0000000180025095e-35 -0.071274999999999991 1.0000000180025095e-35 0.11901000000000002 0.090755000000000016 -0.217635 -1.0000000180025095e-35 0.078330000000000025 0.087215000000000015 0.10697000000000002 0.043560000000000008 -0.074254999999999988 0.084835000000000008 -1.0000000180025095e-35 -0.10770999999999999 0.090040000000000023 -0.079274999999999984 0.22945500000000005 0.084755000000000011 -0.014099999999999998 0.05377500000000001 0.12500000000000003 -0.095379999999999979 -0.23515499999999998 0.099595000000000017 -0.074249999999999997 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -2 6 12 -4 10 -10 11 -5 13 -6 17 16 -16 -11 19 -19 21 22 24 -24 25 -18 -21 28 29 -28
right_child=4 -3 3 8 5 -7 -8 -9 9 14 -12 -13 -14 -15 15 -17 20 18 -20 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001244244915476073 0.0011743021073249288 -0.0010787468732895156 -0.0010736500005332451 -0.0011625995048897214 0.0008040756968083826 -0.0012464275198021105 -0.0010606241587533243 0.0012445511435766159 -0.0012447298088439204 -0.00049125865943489954 0.00099770639254921504 0.0010225098019392275 -0.0005788532391607789 -0.00027922407513412853 -0.0010735696509871144 0.00093362299730688101 0.00079707467817863493 -0.00088600629158491306 -0.0011649034211376854 -0.00095305517619999293 -0.00078258282951292253 -0.0011800922433161459 0.00081851143108100191 -0.0010109002700504151 -0.0010428055959587029 -0.00016245129861760464 0.00037116702409973435 0.001012038769661331 0.00071610397366527237 -0.0012443342052668471
leaf_weight=0.031126517574875723 0.043288660895541398 0.076390623627048515 0.062787388152400925 0.061720934567574104 0.14988143654591124 0.0203220946204965 0.020361111572128721 0.0071596504076296688 0.021543306328567158 0.063231376053636268 0.011384699247173558 0.0082459334225859493 0.030173655373801012 0.04676531815493945 0.045263193401182678 0.042882818552243407 0.059837902100297713 0.02714644393756771 0.023267453292646678 0.014643153324868763 0.069236419982416919 0.024537807155866176 0.15568444527184733 0.043721081734929612 0.04027936392230913 0.340893788009339 0.080371152777843236 0.12203971452436235 0.1503282985781873 0.029586154890466787
leaf_count=435 184 175 354 237 208 20 14 2 262 79 17 6 22 24 419 35 26 124 84 15 127 42 109 54 8 308 128 130 85 177
internal_value=0 -0.000116884 -6.90756e-05 -4.47834e-05 0.000302132 0.000160994 0.000276705 -0.000836363 -6.22173e-06 3.17706e-05 -0.00063879 -0.000905074 0.000396754 0.000546452 5.24016e-05 -7.07155e-05 -0.000125971 0.00025068 0.000355543 0.000438957 -6.75508e-05 6.89981e-06 5.23799e-05 0.0004174 -0.000112666 -1.91733e-05 0.000529563 0.000586348 0.000386755 -6.3515e-05
internal_weight=0 1.61331 1.53692 1.50579 0.310792 0.267504 0.247182 0.069947 1.43585 1.35449 0.0813516 0.0699669 0.22682 0.196647 1.33295 0.822337 0.779454 0.510614 0.447382 0.424115 0.734191 0.664954 0.640417 0.199406 0.441011 0.400732 0.396968 0.382325 0.260286 0.109957
internal_count=3910 3438 3263 2828 472 288 268 356 2472 2212 260 243 254 232 1950 1128 1093 822 743 659 674 547 505 163 342 334 535 520 390 305
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=31 105 2 484 401 456 41 8 38 457 4 160 15 0 2 132 1374 0 43 49 42 4 12 14 49 133 1446 123 151 16
split_gain=0.0065428 0.0118604 0.00731638 0.00957303 0.00891431 0.00905126 0.00935803 0.00879791 0.00893419 0.00808255 0.00879259 0.0122838 0.0101714 0.0137355 0.0137228 0.0129591 0.0122471 0.0110361 0.00972257 0.00907015 0.0106842 0.00998288 0.00901109 0.00896391 0.00863245 0.00871419 0.00777618 0.00796298 0.00888873 0.0103678
threshold=-1.0000000180025095e-35 0.094650000000000012 0.097940000000000013 -0.0043499999999999988 0.083100000000000021 0.084065000000000015 0.080335000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.0015249999999999997 -0.37626499999999991 -0.217635 -0.13578499999999996 -0.017269999999999997 -1.0000000180025095e-35 0.083140000000000006 -0.094679999999999986 -0.23029999999999998 -0.091614999999999988 0.0068800000000000016 -0.11403999999999999 0.22584000000000001 0.10371500000000002 0.08104500000000002 -0.12164499999999999 -0.090054999999999982 0.091660000000000005 1.0000000180025095e-35 -0.40391999999999995 -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 -2 5 6 7 8 9 -5 18 -12 -13 14 -14 16 -16 -18 -11 20 -19 22 23 24 -22 -26 27 28 -4 -30
right_child=2 -3 26 4 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0038777150021838533 -0.0033969054515399547 -0.0040593368854781025 -0.0035171250542727381 -0.0027356361432537323 -0.0039626053328813953 -0.0040153621423524317 -0.0026876521510066161 0.0031448060375020544 -0.0040508670898305819 0.0014638508567631988 -0.0037106833150074912 -0.0024101335430358199 -0.003476192493234716 0.004049960300979088 -0.0021347219069462243 -0.0039789584657427095 0.0040052206199970687 -0.0022395936472883438 -0.0033854518030012977 -0.0029475321355155624 -0.0040465299824800367 0.0040014030887860364 -0.0040464651813880764 -0.0040477886237192343 -0.0040466120936908153 0.0020007945701620501 -0.003928247887646787 0.0023153837912694188 0.0039662547262362541 0.00018621838649012038
leaf_weight=0.015318513387114763 0.017437848343163864 0.0038526402786374083 0.0099741877074848162 0.01657620478147237 0.010763139355333351 0.010054658642104641 0.021930748532213329 0.014272940792579902 0.0090908995503014012 0.009853770708105003 0.011408039463233877 0.017412818819025233 0.013307422073921771 0.019435148838965688 0.018855764828572319 0.0090424753667264213 0.021560819513979368 0.013739910901463759 0.021534005693411018 0.0093169377948498777 0.0043632850320136632 0.021939310187008232 0.0054528790247729822 0.0049404542641013896 0.004056939338738629 0.098291566798593522 0.0067346344045091646 0.033704265243841292 0.012490859053741588 0.23648573374748594
leaf_count=112 472 1 29 83 255 86 79 64 30 10 210 76 32 25 33 105 10 66 52 117 27 11 50 13 140 573 57 174 47 871
internal_value=0 0.00228268 -0.000111537 -0.000466114 -0.000334123 -0.000230377 -0.000126505 3.65592e-05 -9.78039e-05 1.41184e-05 0.000163802 0.000396734 0.000575774 0.000788597 0.000506719 0.00075725 0.000968723 0.00128734 -0.00186308 0.000925839 0.00116204 0.00149818 0.00102921 0.00127709 0.00152362 0.00176108 0.00036769 0.000466548 0.00022591 0.000375858
internal_weight=0 0.0191712 0.704028 0.404638 0.3872 0.376437 0.366382 0.344452 0.330179 0.321088 0.304512 0.273124 0.261716 0.244303 0.224868 0.21156 0.202518 0.183662 0.0313878 0.162101 0.152784 0.139044 0.117105 0.111652 0.106712 0.102349 0.29939 0.292655 0.258951 0.248977
internal_count=3910 113 3797 2619 2147 1892 1806 1727 1663 1633 1550 1488 1278 1202 1177 1145 1040 1007 62 997 880 814 803 753 740 713 1178 1121 947 918
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=4 11 151 31 3 13 0 39 42 0 0 4 160 49 133 44 43 47 48 52 3 16 2 133 12 50 1 49 16 4
split_gain=0.0427541 0.0409121 0.0308599 0.0295085 0.0279062 0.0319002 0.0481563 0.0454692 0.0440609 0.0430101 0.0477132 0.0419163 0.0345004 0.036596 0.0349156 0.0336955 0.0319819 0.0387021 0.028448 0.028434 0.0309168 0.0277434 0.0257545 0.0255578 0.0406729 0.0254271 0.0249729 0.0411158 0.024259 0.0351846
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.12008499999999998 -0.083514999999999992 -0.10575999999999998 0.005105000000000001 0.091230000000000019 -0.053834999999999994 -0.070894999999999986 -0.011209999999999999 -0.082109999999999975 0.073145000000000016 0.10681500000000001 0.13998500000000003 -0.066289999999999988 0.091680000000000011 0.082070000000000018 -0.010284999999999997 0.090325000000000003 -0.19424999999999998 0.13900500000000002 -1.0000000180025095e-35 0.097955000000000014 -0.29335499999999998 0.090475000000000014 -0.10837499999999999 -0.0083999999999999995 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 12 16 8 15 10 -10 -9 -6 14 23 -8 -7 19 28 20 -18 -21 -15 24 -14 -12 27 -25 29 -5
right_child=2 -3 -4 4 5 6 7 11 9 -11 25 -13 13 22 -16 -17 17 -19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00081615838965367075 -0.0010590300863735651 -0.0010315562117780199 0.00046967302867037281 0.00034037728378140321 -0.00082826452268155461 0.00081737211932635134 -0.0011360870167080794 0.00090320397027329389 -0.0011982637242913088 -0.0012474180061954601 -0.001244954262566925 -0.00052141304814421873 -0.0012285849974076333 -0.0009902655063319984 -0.0011098385858526105 0.0012554292334680385 -0.00076288922377772443 -0.0012484686864570997 0.0010952032813379253 -0.00031700741720038541 0.00015982947758575719 0.00098425768767414277 0.0012340599702280808 -0.0012492622008828825 0.0011531775015280429 0.00096690431656214779 0.0011009293945145502 0.0005636470062610105 0.00047604348853599513 -0.0012582891413987106
leaf_weight=0.05764737037861789 0.021751066586148227 0.069485166583035496 0.33297855982709723 0.044888843141961843 0.05356154699347826 0.066190423418447608 0.2480992783685001 0.057311770913656801 0.02710528799173062 0.043074293158042565 0.0090769001017179107 0.072112242828552553 0.030305459981491367 0.0525983796080709 0.022661556187131282 0.0094563392922282219 0.097331264165404718 0.041767434007851989 0.054220708636421477 0.038754794586566277 0.13267883049138618 0.073144429903549968 0.0095023792418942321 0.022021004899670515 0.017479557616752572 0.07006656623229901 0.10696274334441114 0.15901056281768411 0.10436228136586567 0.040481606583853136
leaf_count=59 20 175 452 19 276 57 1230 51 304 80 34 60 222 117 33 1 42 33 30 32 47 39 16 19 9 111 87 147 62 46
internal_value=0 -9.57056e-05 0.000375937 -5.87973e-05 -8.83937e-05 -0.000153429 -0.000280857 -0.000532517 -0.000736716 -0.000199323 0.000225584 0.000109438 0.000111631 0.00023134 0.000384018 -0.00104828 1.91552e-05 -0.00011855 0.000300899 1.94801e-05 -0.000230629 0.000533582 -0.000649909 0.000484838 -0.000357346 0.000713228 0.000624576 0.000343121 7.39069e-05 -0.00041769
internal_weight=0 1.83136 0.35473 1.76187 1.70423 1.46027 0.98617 0.536303 0.406879 0.149323 0.106249 0.129424 0.474103 0.420542 0.358441 0.257556 0.449867 0.383677 0.243953 0.341909 0.23001 0.111899 0.0621008 0.335779 0.047785 0.0791435 0.287994 0.181032 0.189733 0.0853704
internal_count=3910 3438 472 3263 3204 3047 2121 1871 1760 529 449 111 926 650 517 1231 250 193 157 160 89 71 133 484 231 145 253 166 127 65
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=39 3 48 39 133 16 124 1365 158 48 51 51 2 12 401 124 4 48 2 47 12 49 159 43 9 43 42 48 4 12
split_gain=0.00623917 0.00880488 0.00759906 0.00928117 0.00849685 0.0139308 0.00823402 0.00756127 0.00705544 0.00719706 0.0108242 0.0106777 0.0107756 0.0121072 0.00735232 0.00708319 0.00856726 0.00807168 0.00952922 0.0070093 0.0106394 0.0139141 0.0122422 0.0120749 0.0130902 0.0114286 0.011061 0.00921624 0.0123848 0.0131569
threshold=0.005105000000000001 0.30601500000000009 0.11280000000000003 0.083240000000000022 0.085355000000000014 0.15100500000000003 0.51367000000000018 1.0000000180025095e-35 0.11015500000000002 0.12649500000000002 0.13741000000000003 0.13118000000000002 0.10274500000000002 0.092365000000000017 0.083100000000000021 0.11158000000000001 0.28937500000000005 -0.36174999999999996 0.10362500000000001 0.13206500000000002 0.093125000000000013 -0.085974999999999982 0.09141500000000001 0.093240000000000017 0.081505000000000008 0.070805000000000021 -0.10770999999999999 0.10031000000000001 -0.0025899999999999994 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 8 9 11 -11 12 14 -14 19 16 17 -15 -19 20 21 -1 23 24 25 -23 -22 28 29 -28
right_child=2 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 13 15 -16 -17 -18 18 -20 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026109471941689793 0.0030709463973872717 0.0021271183717585704 0.0029851488259833143 -0.0010057753761435072 0.0028323372375783388 -0.0026948383109604438 0.00227526330128878 -0.0028708379395652266 -0.0031277648527650447 -0.0031344689430922489 0.00023888486943303918 -0.0028800857568931893 0.0014100693852844228 0.0031356556591108581 -0.0031282447428368663 0.0031342281768397843 0.0024882967098065413 0.0027326018967922675 -0.0028027864275830404 -0.0031333336720740243 -0.0031342262062324395 0.00015298870734385201 -0.0029053868366455569 -0.0024250213677112281 -0.0031272100178994394 0.0028116368762017593 0.0016096114278065022 -0.003132521881584797 0.0022338352395547038 -0.0021776574196913246
leaf_weight=0.02615631559706344 0.010986203767288316 0.015970524725048563 0.012041908672244972 0.056316258372703487 0.019461493323433388 0.005778644026577239 0.0086171528873819625 0.010369704590971196 0.0078117883457622375 0.01878686253678552 0.018394167374367498 0.012646090656389219 0.093585481390334735 0.0031132213771343223 0.0084488868835421727 0.004453567322343587 0.005746938488300656 0.0034403424064493029 0.026035443481575271 0.0076832276707818883 0.0066801632055586415 0.17222571842071943 0.015355778606021886 0.018635902833466389 0.010890533229940047 0.017393820215090727 0.019312091539461562 0.0049236078122873997 0.052264495784271503 0.016724631106313836
leaf_count=100 17 139 59 220 146 11 6 68 159 49 24 119 235 1 251 2 24 8 249 18 31 1191 137 91 51 21 217 16 127 123
internal_value=0 -0.000162613 0.000637789 0.000358362 2.78772e-05 0.00156691 -0.000570357 -0.000225544 -0.000177479 -0.000136536 -0.00146561 -4.25381e-05 2.74015e-05 0.000780289 -0.000245166 -0.000597112 -0.00103059 -0.00165113 -0.00215671 -0.000179018 -0.000116065 -0.000448492 -0.000207292 -1.82333e-05 0.00020546 0.000396867 0.000751256 0.00102968 0.00126176 -0.000148059
internal_weight=0 0.597049 0.113202 0.10116 0.0901735 0.0252401 0.0649334 0.581079 0.570709 0.562897 0.037181 0.525716 0.51307 0.136375 0.376695 0.0427895 0.0383359 0.032589 0.0294758 0.368246 0.360563 0.260658 0.234502 0.219146 0.20051 0.18962 0.099905 0.0932248 0.0883012 0.0360367
internal_count=3910 3451 459 400 383 157 226 3312 3244 3085 73 3012 2893 519 2374 284 282 258 257 2123 2105 1591 1491 1354 1263 1212 514 483 467 340
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=4 11 403 151 1456 453 480 421 376 15 3 15 3 12 43 16 13 0 3 16 3 48 0 16 15 8 0 14 15 48
split_gain=0.0279052 0.0454883 0.0276013 0.0256109 0.0227602 0.0215021 0.020089 0.0198308 0.0194152 0.0243066 0.0247706 0.0302249 0.027351 0.045632 0.0423086 0.0396552 0.0269612 0.0320275 0.0261671 0.0212231 0.0196244 0.0194645 0.0319612 0.0225044 0.0192802 0.0192176 0.0191901 0.0180945 0.0202103 0.0217138
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 -0.27336999999999995 -1.0000000180025095e-35 0.090755000000000016 0.08456000000000001 1.0000000180025095e-35 0.048375000000000008 -0.11739999999999999 -0.097604999999999983 -0.016339999999999997 -0.078669999999999976 0.085250000000000006 -0.074254999999999988 0.27608500000000008 -0.26418499999999995 -0.230625 -0.084129999999999996 -0.51054499999999992 -0.0026499999999999996 0.086215000000000014 -0.087359999999999979 -1.0000000180025095e-35 0.23789500000000002 -1.0000000180025095e-35 -0.060094999999999989 -0.46879999999999994 -0.22917999999999997 -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 -1 -2 5 -4 8 27 9 19 11 -11 13 18 -14 16 -16 -18 -12 -6 -10 22 23 -19 -15 -24 -13 -5 -29 -30
right_child=3 -3 4 7 6 -7 -8 -9 20 10 12 26 14 24 15 -17 17 21 -20 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014011134526848918 -0.0012124221969537286 -0.0012281431278196473 -0.0011756141193055912 -0.00029449914504944705 0.0011892335291024123 0.0014028461520249709 -0.0014019694048374987 -0.0012799305425620919 0.00099911912106791603 0.0012315208620505592 -0.0012485678015892719 -0.00056914268553560899 0.00069237450676104344 -0.0013422484085332414 0.00063432927386776949 -0.0014039402335866088 0.00047590711801588024 -0.00018298062776021042 0.00087519019248414134 -0.00098196718253760855 -0.00013382190675442659 -0.00097859165396882832 0.0014028542740978684 0.001039731987523647 0.0013739606399373909 -0.0014023661607049233 0.00037054878164208635 0.001215855763763364 0.0014020705797803154 3.6369011891959521e-05
leaf_weight=0.0298533751196145 0.019195809087250382 0.069460879356938565 0.054287804677073725 0.042404827629979991 0.0099340446013229666 0.0071806328978709635 0.019850771353048802 0.012256203801371157 0.074552521436999086 0.06289362006873489 0.015193792758054769 0.056938353532359542 0.14492147013652357 0.095551441703264572 0.093347608313706587 0.045932163903785295 0.1027147242166393 0.12156499735260695 0.04527727202184828 0.079290304297955472 0.050145810666435753 0.089152798162558611 0.005306876963004469 0.03898225505326991 0.0054147383343661195 0.049044148547183752 0.16940127167981622 0.089612805201340962 0.029638010228154599 0.099360075877484744
leaf_count=435 20 175 354 56 6 2 203 2 108 44 160 92 194 738 79 120 27 94 53 143 26 78 3 14 2 229 59 237 66 91
internal_value=0 -0.000120859 -6.8421e-05 0.000351067 -4.07323e-05 -0.000874403 -3.47475e-06 0.000460893 1.70048e-05 -3.63365e-05 1.86761e-05 0.000372779 -0.000101476 -0.000620417 1.97687e-05 -0.000158742 -4.43788e-05 -0.000200134 0.000341581 -0.00074023 0.000543522 -0.000428514 -0.000200309 0.000113905 -0.00119658 -0.00112846 0.000134159 0.000542635 0.000705017 0.000350146
internal_weight=0 1.53619 1.46673 0.292468 1.43688 0.0614684 1.37541 0.273272 1.35556 1.23086 1.14164 0.289233 0.852404 0.161437 0.690967 0.546046 0.500113 0.406766 0.0604711 0.0892243 0.124698 0.304051 0.214898 0.160547 0.100966 0.054351 0.22634 0.261016 0.218611 0.128998
internal_count=3910 3438 3263 472 2828 356 2472 452 2269 2135 1986 195 1791 953 838 644 524 445 213 149 134 418 340 108 740 232 151 450 394 157
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=1426 4 11 151 403 421 50 15 48 32 3 1 1456 453 457 16 15 14 10 0 3 3 128 132 0 40 3 2 14 151
split_gain=0.00641939 0.0082065 0.0133377 0.0091349 0.00781108 0.00750406 0.00715327 0.00938343 0.00861315 0.00981566 0.007538 0.00799399 0.00689345 0.0083897 0.00664941 0.00657393 0.00801667 0.0104212 0.0101752 0.0101069 0.011466 0.010984 0.00975388 0.00876647 0.00902072 0.00850559 0.00761738 0.0115148 0.0116087 0.0076618
threshold=-1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 1.0000000180025095e-35 0.11901000000000002 -0.22917999999999997 -0.064549999999999982 0.075380000000000016 -0.079214999999999994 0.10956 -1.0000000180025095e-35 0.090755000000000016 0.53894500000000012 -0.41163499999999992 -0.11739999999999999 0.077685000000000018 -1.0000000180025095e-35 -0.10575999999999998 0.0021050000000000005 -0.12008499999999998 1.0000000180025095e-35 0.080815000000000012 0.12500000000000003 -0.083709999999999993 0.24227500000000002 0.10362500000000001 -0.074139999999999984 -0.08373499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -9 10 -10 -12 13 -6 15 -14 18 19 -17 20 -18 23 25 24 -21 -23 27 29 -29 -27
right_child=1 3 -4 5 12 -7 -8 8 9 -11 11 -13 14 -15 -16 16 17 -19 -20 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0033962424739658035 -0.0033842543565974145 -0.0029078772992432614 -0.0027968842604752216 0.0029745171210507088 -0.002732431982783595 -0.003019286959432385 -0.0013959070244000092 0.0033856300391127618 0.0025440978264724672 -0.0032234463210049705 -0.0033872069320236365 0.0015832192394005123 -0.00132862072780151 0.0033868900839084835 -0.0031486876820767153 0.0033862947389777234 0.0025812266966408655 -0.003386276715091618 -0.0022695245514322438 0.0021820155492967785 0.00051105183218474451 0.0024827295891252693 -0.0033879353933141841 0.0033585126289731688 -0.00067842405472244647 -0.0022753030964392366 0.0033858834811805382 0.0033955177472663406 -0.0031480615797543228 0.00012799017827803545
leaf_weight=0.0064540229953138342 0.0079971629132273847 0.0068935688113924689 0.021222186447118929 0.035433774618354619 0.01862789591461933 0.0047734362015034995 0.0098792533099185675 0.010651210280684609 0.015151894071095739 0.0086617969900544267 0.0072556963204988278 0.0075684977418859489 0.034241704219766689 0.0029745415688466883 0.0072923990228446192 0.0042323332454543552 0.042936265219850611 0.0085416437947287704 0.026090781296005616 0.021909740523312848 0.10686181028449937 0.013070936226085905 0.011297987299727197 0.016629960873615346 0.029773379050311632 0.016831527485209108 0.0061265988349532554 0.003516661934554576 0.026437691848897771 0.1553879008229444
leaf_count=79 435 20 150 273 351 2 16 66 32 6 31 22 103 2 14 9 83 39 148 47 123 63 172 28 16 174 35 1 215 1155
internal_value=0 -6.01417e-06 -0.000163889 0.000858612 -6.42452e-05 0.00111989 0.00132874 0.00164646 0.000691718 -5.09057e-05 0.000865822 -0.000849554 -1.62142e-05 -0.00188983 5.99837e-05 0.000104648 0.000204879 0.000316117 -0.00148012 0.000386272 0.00110442 2.88514e-05 -0.000321386 0.00122173 0.000534186 -0.00016488 -0.000331019 -0.000443654 -0.00237984 -0.000106891
internal_weight=0 0.68827 0.582001 0.106269 0.560779 0.0993756 0.0946021 0.0847229 0.0492891 0.0386379 0.0299761 0.0148242 0.552782 0.0216024 0.531179 0.523887 0.489645 0.459322 0.0303231 0.45078 0.149798 0.300982 0.232669 0.0683131 0.0516831 0.221371 0.2083 0.202174 0.0299544 0.172219
internal_count=3910 3831 3363 468 3213 448 446 430 157 91 85 53 2778 353 2425 2411 2308 2151 157 2112 206 1906 1815 91 63 1643 1580 1545 216 1329
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=4 11 403 151 474 421 3 160 148 376 4 13 49 0 31 42 39 43 44 133 160 0 0 474 44 3 52 133 13 51
split_gain=0.0246686 0.0426631 0.0243468 0.024288 0.0235461 0.0212084 0.0211363 0.0250397 0.0208262 0.0206174 0.0222246 0.0225516 0.0331448 0.0274983 0.0298015 0.0232834 0.0348154 0.02974 0.0234683 0.0228968 0.023378 0.0202323 0.0228104 0.0200853 0.018192 0.0180249 0.0208567 0.0174611 0.0154251 0.0151032
threshold=0.27020000000000005 0.080455000000000013 -0.088854999999999976 -0.27336999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12008499999999998 -0.217635 0.087215000000000015 0.048375000000000008 -0.49837999999999999 -0.083514999999999992 0.079765000000000016 -0.10575999999999998 -1.0000000180025095e-35 0.091230000000000019 0.005105000000000001 -0.074254999999999988 0.13998500000000003 0.11253500000000001 0.090010000000000021 -0.060094999999999989 0.12500000000000003 0.084835000000000008 -1.0000000180025095e-35 -0.013944999999999997 -0.092854999999999979 -0.097724999999999992 -0.075169999999999987 0.11024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 21 8 -8 10 -9 12 19 23 -15 16 18 28 24 20 27 -4 -23 -13 -16 -11 -27 -12 -17 -6
right_child=3 -3 6 4 5 -7 7 9 -10 25 11 13 -14 14 15 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00099084988288489781 -0.00095309667422178589 -0.00097222483784379146 -0.00046696825740494583 -0.001138349202477511 0.00063119738753866848 -0.001004604533247615 -0.0010182163824531399 -0.0011124714275584553 0.0009522830207450481 0.0010764526321680788 -0.00053133262528754725 -6.8084283958724516e-05 -0.00074262902557772046 0.0011352964390969377 0.001128012308464045 -0.00074546276949252147 0.00032564732927415919 -0.0010917505722002022 0.0011336041716811949 -0.0011308519452415992 -0.00064432081905661234 0.0010261988160586478 0.00014218370079543209 0.00077137433402626923 -0.0011283060993935422 -0.00084136199361087229 0.00043974281032587326 0.00061583066357892363 0.00050096899745654875 -0.00028530604611321669
leaf_weight=0.034072705053517782 0.018903998388850596 0.066747754265179426 0.033683443207792152 0.012464089879358653 0.2007336588180807 0.012077895982656628 0.055073485549086976 0.026631892007571323 0.0077619067305931813 0.035008602088055341 0.018323111495192279 0.30744282182695259 0.042147704287003762 0.014692531563923028 0.0046788810286664253 0.015650977779841924 0.031832133324087408 0.027952305398002864 0.0064674047753214827 0.012877476518042386 0.02412431437255691 0.06179069642894286 0.092360849848773796 0.040969364672491793 0.14479804720793121 0.02154361048451392 0.064008868550445186 0.20646390201227349 0.064460341923222586 0.025729349625180475
leaf_count=482 20 175 73 4 426 2 307 78 6 61 112 158 162 9 3 38 41 225 1 4 81 45 28 28 786 12 59 360 104 20
internal_value=0 -9.26301e-05 -5.05378e-05 0.000277955 0.000370669 0.000449518 -2.69927e-05 -8.31631e-05 -0.000774805 -4.40129e-05 -9.75875e-05 -6.95173e-05 0.000184265 -0.000186573 -0.000430268 -0.00050802 -0.000747704 -9.15344e-05 -0.000966801 0.000333493 0.000409252 0.000323756 0.000496536 3.06266e-05 -0.00105768 0.000395705 0.000117138 0.000522322 0.000257459 0.00052707
internal_weight=0 1.46157 1.39482 0.269909 0.251005 0.238541 1.36074 1.17291 0.0628354 1.11007 0.989513 0.962881 0.303937 0.658945 0.310533 0.29584 0.187776 0.108064 0.155944 0.261789 0.248911 0.187835 0.154152 0.348412 0.149477 0.120561 0.0855525 0.224787 0.0801113 0.226463
internal_count=3910 3438 3263 472 452 448 2781 2635 313 2322 2190 2112 719 1393 1207 1198 831 367 790 557 553 146 73 186 789 132 71 472 142 446
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=124 38 14 3 3 0 3 12 13 47 52 1 16 132 42 0 41 43 160 4 39 3 9 4 11 3 43 0 0 1
split_gain=0.027372 0.0456484 0.0219489 0.0270676 0.0237038 0.0360376 0.028846 0.0275652 0.0271691 0.0269878 0.0262813 0.0474728 0.0288704 0.0257641 0.0230595 0.0244291 0.0260701 0.0223282 0.0217765 0.0194769 0.0199737 0.0221262 0.0239861 0.0281254 0.0243823 0.0213986 0.0193221 0.0189815 0.0287156 0.0184747
threshold=-0.048219999999999992 0.098160000000000011 0.077685000000000018 0.30601500000000009 -0.100615 -0.10783 -0.078669999999999976 0.085250000000000006 -0.084084999999999979 0.09585500000000001 -0.010284999999999997 0.077800000000000022 -0.50763499999999995 0.079995000000000011 -0.10770999999999999 0.15480500000000005 0.078385000000000024 -0.089949999999999988 0.051580000000000008 0.15045000000000003 0.16168500000000002 -0.074234999999999982 -0.016839999999999997 -0.032604999999999995 -1.0000000180025095e-35 0.10666500000000002 -0.074254999999999988 -0.15007499999999999 -0.23029999999999998 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 4 13 9 7 8 -7 10 27 12 -12 14 -2 16 -16 -10 19 20 21 26 -23 24 -24 -26 -8 28 -6 -1
right_child=2 -3 -4 -5 5 6 18 -9 17 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00036362037837897181 -0.0015229507620148359 -0.0014102387841730842 -0.0011332636424570787 0.0011451828426330564 4.4987991407415237e-05 -0.0015165234530076102 0.00094121717266298943 -0.0015058654319833717 -0.0014499008700854404 -0.00078329931353352759 0.00076431852672961158 0.0010489090175303903 -0.0015196428788343266 0.0010162922589970567 0.00055793068127767468 -0.00069360073734074038 -0.00069040852466961428 0.0011344605501569212 -0.0012270486424104416 0.0009426589741574012 0.0012353602260352773 0.0015283410640889235 0.001527685174940987 -0.0014486011219632877 -0.0013972607384531985 -2.215333156054354e-05 -0.0015162446636111449 0.00069524814154521813 -0.0012339493913754557 0.001405511448384567
leaf_weight=0.097149698298380938 0.021149008519614654 0.025180056240515114 0.04797024585195675 0.039575981161760754 0.12169703020299494 0.024691786661151127 0.042706196925337281 0.1067725235072885 0.010210632690586863 0.076743093986351596 0.02091577981991577 0.14451395012474677 0.032431731834094091 0.07047782944937353 0.20752919318988428 0.068386276839191851 0.047172073020192329 0.030999137094681384 0.048329451293739112 0.03436525423603598 0.019013495693798177 0.011638030817266554 0.01515311689581722 0.074634946219021892 0.04077275615554754 0.071757198706109193 0.0088791670465298012 0.047702720864435832 0.060329524654662237 0.065438783978606807
leaf_count=78 61 37 117 133 42 298 87 1167 30 65 21 97 71 74 254 23 49 66 96 77 18 3 4 218 243 44 162 40 31 204
internal_value=0 0.00048885 -0.000123998 -9.16901e-05 -0.000125241 -0.000246996 -0.000519137 -0.00103008 -0.000259217 4.43504e-05 0.000192895 0.00059781 -0.000624178 0.000181338 1.03918e-05 0.000110763 0.000326731 0.000494128 -0.000278902 -0.000135219 -0.000265392 -0.00037285 -0.000587691 -0.000709412 -0.000277332 -0.000520393 0.000518225 -0.000155851 -0.000378893 0.000782962
internal_weight=0 0.187769 1.54652 1.49855 1.45897 1.04426 0.539924 0.172674 0.0659016 0.504334 0.427591 0.197861 0.0533475 0.414714 0.344237 0.323088 0.254701 0.0412098 0.36725 0.31892 0.284555 0.265541 0.213956 0.202318 0.127683 0.11253 0.0515854 0.229729 0.182027 0.162588
internal_count=3910 319 3591 3474 3341 2880 2513 1561 394 367 302 189 92 461 387 326 303 96 952 856 779 761 512 509 291 287 249 113 73 282
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=1429 4 11 151 403 142 51 15 48 32 3 1 2 160 4 151 12 39 13 484 9 48 1 1374 0 0 0 2 0 42
split_gain=0.00631116 0.00629072 0.0122412 0.00808926 0.00760614 0.00671485 0.00650608 0.00955732 0.00818081 0.00901296 0.00674617 0.00739251 0.00647263 0.00796577 0.00795372 0.00743024 0.00724745 0.00962968 0.0116865 0.0101815 0.00829963 0.00811523 0.0190102 0.0093901 0.0143039 0.0113435 0.0124748 0.0135452 0.0118459 0.0107629
threshold=-1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.088854999999999976 -0.073359999999999995 0.11024000000000002 -0.22917999999999997 -0.064549999999999982 0.075380000000000016 -0.079214999999999994 0.10956 -0.13811499999999996 -0.217635 -0.59419999999999995 -0.14608999999999997 -0.12394999999999999 0.005105000000000001 -0.083514999999999992 0.085515000000000022 -0.016839999999999997 0.095825000000000007 0.11215000000000001 -0.094679999999999986 -0.10575999999999998 -0.069794999999999982 -0.053834999999999994 0.11043500000000002 0.10302000000000001 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 -9 10 -10 -12 -6 14 -14 -16 -15 18 -18 20 -20 23 -23 -22 -25 -26 29 -28 -29 -27
right_child=1 3 -4 5 12 6 -8 8 9 -11 11 -13 13 16 15 -17 17 -19 19 -21 21 22 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0024875270673576488 -0.0029749229279165232 -0.0030536278365310655 -0.0029221398282249424 -0.003199984091123249 0.0036482308023923471 0.003379903634066097 -0.0010870683624781248 0.0036645732165097003 0.0026256630560366231 -0.0034516502786414126 -0.0036661526804012651 0.0015804991159217743 0.0036732138673749798 -0.002430660902757566 0.0025075078809375585 -0.0035842299618628159 0.00092814530583875906 0.0014540910472679884 0.0036792089530165062 0.0016664241935304854 -0.0036759919984163292 0.002217139351106792 -0.0021964055720991864 0.00040615762855848665 -0.0031389857714394604 -0.0036652034347457929 -0.0028334386917330057 -0.0030054218845301591 0.0030019373319888939 0.0026902149567353917
leaf_weight=0.01385500411601015 0.011566678732265245 0.0066440070359021766 0.020433868809220712 0.0045767393239657386 0.0065390682702854966 0.029620912721611603 0.012647455710975919 0.010048792329371281 0.014860805713396985 0.0081958698028756771 0.0068035181043342163 0.0076555723421734001 0.0029227007180452338 0.014953268052977364 0.0031139026041273601 0.019532272433622211 0.12012290187848862 0.066535230350439178 0.0058813081668631631 0.02860393028464614 0.016645827658066992 0.034353127053321941 0.021149529440663173 0.079051852755014806 0.041869774989962139 0.0044146324231633107 0.04220088386318821 0.0068181500482040738 0.012429716682731851 0.018776100888501901
leaf_count=181 482 20 136 4 26 265 20 66 32 6 31 22 1 43 7 306 680 201 6 123 19 76 20 105 782 51 87 48 11 53
internal_value=0 9.41944e-06 -0.000137995 0.000852468 -3.59454e-05 0.00112736 0.00134782 0.0017468 0.000729779 -5.63208e-05 0.000892785 -0.000888238 2.63249e-05 -1.7585e-05 -0.00201277 -0.0027466 8.17028e-05 0.000157012 -4.26135e-05 -0.000416131 -0.000626185 -0.000717364 0.000535339 -0.00103026 -0.000816019 -0.00157972 -0.000808377 -0.00167215 0.000873957 0.00148039
internal_weight=0 0.678968 0.577915 0.101054 0.557481 0.0944097 0.0898329 0.0771855 0.0475646 0.0375158 0.0293199 0.0144591 0.545914 0.539375 0.0255689 0.0226462 0.513806 0.498853 0.432318 0.312195 0.283591 0.27771 0.0555027 0.222207 0.205561 0.126509 0.0846395 0.0614488 0.0192479 0.0231907
internal_count=3910 3729 3263 466 3127 446 442 422 157 91 85 53 2645 2619 314 313 2305 2262 2061 1381 1258 1252 96 1156 1137 1032 250 146 59 104
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=39 3 1348 484 4 39 133 16 45 133 132 12 13 48 0 0 48 51 9 16 16 3 2 16 43 150 3 160 13 2
split_gain=0.0287334 0.0415909 0.0255046 0.0319028 0.0234562 0.0242895 0.0241972 0.0268561 0.0216835 0.0188662 0.0220382 0.0244298 0.0239264 0.0305484 0.0246277 0.0212357 0.0312127 0.0182413 0.0174648 0.0178503 0.0184537 0.0275231 0.0259227 0.0222929 0.0197319 0.0175767 0.0171059 0.0161303 0.0171691 0.0168777
threshold=0.005105000000000001 0.30601500000000009 0.090050000000000005 -0.0043499999999999988 0.41171000000000008 0.083240000000000022 0.085355000000000014 0.15100500000000003 -0.080134999999999984 0.10681500000000001 0.079995000000000011 0.051320000000000005 -0.10241499999999999 0.09227500000000001 -0.11756999999999999 -0.23029999999999998 0.086665000000000006 0.090935000000000016 -0.016839999999999997 0.67964000000000013 -0.071319999999999981 -0.14218999999999996 0.12330500000000001 -0.0083999999999999995 -0.07526999999999999 0.087675000000000017 -0.5217799999999998 -0.081069999999999989 -0.083514999999999992 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7 -8 -5 10 12 -12 13 14 -10 16 -14 -18 -17 20 21 -20 24 -22 25 -23 -25 -28 29 -29
right_child=4 -3 -4 8 -6 6 7 -9 9 -11 11 -13 15 -15 -16 18 17 -19 19 -21 23 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.0010101869671752346 0.0011468069117366655 0.00076151462284961794 0.0006796029434269368 0.0011969128052384747 0.0011965325632470531 -0.0003640785275187078 0.0010359078019347994 -0.00085223354614306836 -0.0004117955534563514 -0.0011153756148887385 0.0010156426389042092 -0.00023638229244855557 0.00061650009859447988 -0.00083470354952481032 0.00059703328940402653 0.0012047158063557351 -0.00084241222728338066 6.8232904831049801e-05 0.00086554028559273461 0.0008020976584614106 -0.0011886070776754485 2.4283569514706283e-05 0.00070322991841665228 0.00055985469266261936 -0.00081219443631235845 -0.0011999535359200747 -0.00016512156826126149 -0.0011960487579970832 -0.00090929767776781604 0.00091646402927347305
leaf_weight=0.11325830220266642 0.022685349656967557 0.04719811307177213 0.031889933286947669 0.012821363532566354 0.024232696806848253 0.17752650075772181 0.04095036260150664 0.014595509390346706 0.052429438101171399 0.046186217988065326 0.034586201923957449 0.062467660622587573 0.059924100623901744 0.048474678716047492 0.10144592158940136 0.0081036298506657056 0.069412082677445142 0.057405325987929245 0.02377746201455011 0.013539964753817912 0.11787303119126502 0.098149130311867339 0.024974323980131885 0.01770908880280242 0.18108939829687554 0.020199107571443164 0.074995334840422423 0.0083800755091933965 0.21181711508643886 0.015201823938241432
leaf_count=578 14 139 39 14 152 181 99 13 34 431 46 139 50 24 73 2 35 17 36 18 314 160 19 6 623 21 145 22 438 28
internal_value=0 -0.00034323 -0.00037785 -0.000400725 7.27145e-05 -3.37658e-05 -0.000148673 0.00053977 -0.000350006 -0.000364718 -0.000338088 0.00020979 -0.00038222 -7.34175e-06 0.000253298 -0.000457883 -9.43199e-05 -0.000430198 -0.000541104 -0.00055862 -0.000581819 -0.000375633 -0.000466603 -0.000742796 -0.000564172 -0.000184663 -0.000582635 -0.000647819 -0.0008016 0.00016576
internal_weight=0 1.55331 1.50611 1.47422 0.27999 0.255758 0.233072 0.0555459 1.36096 1.34814 1.30195 0.0970539 1.2049 0.20235 0.153875 1.00255 0.186742 0.126817 0.815809 0.807706 0.794166 0.348189 0.324412 0.445976 0.299438 0.118348 0.328103 0.310394 0.235399 0.0235819
internal_count=3910 3451 3312 3273 459 307 293 112 2695 2681 2250 185 2065 131 107 1934 102 52 1832 1830 1812 859 823 953 804 181 639 633 488 50
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=2 150 49 160 401 484 456 41 8 150 3 159 133 13 0 160 1211 155 33 13 132 38 1426 43 151 16 1456 2 151 457
split_gain=0.0234351 0.0229581 0.0214924 0.0200903 0.0194186 0.0198178 0.0183514 0.0187847 0.019219 0.0207059 0.0281971 0.0225344 0.0205999 0.028785 0.0244102 0.0212936 0.0190993 0.0189063 0.0195918 0.0166917 0.0273632 0.0215219 0.0186004 0.0203639 0.0219255 0.0213723 0.0193139 0.018523 0.0165988 0.0164234
threshold=0.097940000000000013 0.081245000000000026 -0.006494999999999999 -0.40446999999999994 0.083100000000000021 -0.0043499999999999988 0.084065000000000015 0.080335000000000018 0.079700000000000007 0.090480000000000019 0.090325000000000003 0.09141500000000001 0.089725000000000013 -0.37340499999999993 -0.017269999999999997 -0.217635 1.0000000180025095e-35 0.08024000000000002 -1.0000000180025095e-35 0.095355000000000009 0.096300000000000011 0.10208000000000002 -1.0000000180025095e-35 0.25671000000000005 -0.40391999999999995 0.3935300000000001 1.0000000180025095e-35 0.11085000000000002 0.083140000000000006 -0.0015249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 28 -4 5 -1 7 8 9 11 -11 12 13 -7 15 -15 17 18 -17 21 27 22 -5 24 -24 26 -26 -21 -2 -20
right_child=1 -3 3 19 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 29 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010602663183816663 -0.0011362583546401836 0.00064970713031680034 -0.0013750268074658233 -0.001384755161507058 -0.001331513073395535 -0.0013769484220547787 -0.0012856912353363815 -0.00088986994236539801 0.001088826915998416 -0.0010069578851857235 0.0003265914349728469 -0.001050333961941218 -0.00089956213903144653 -0.001374666243946168 0.0010076240311372969 -0.0011232171769120271 -0.0013739257655092053 -0.001373944918954614 -0.0007936884598752611 -0.0013026912147549208 0.0013777311863946468 -0.00085614002438493615 -0.00090604916644072202 -0.0007722863322690743 0.00085857228241248093 -0.0011405351113268844 -0.0007897051066968956 0.00010859342601900245 0.00021605258860969386 0.00040063046157004181
leaf_weight=0.043099945758740432 0.048570366622243455 0.13810437428674049 0.016019483060063067 0.010342353216628908 0.027055480744706983 0.021950528913293965 0.024195516332838451 0.049969236193646793 0.028304319150265655 0.088178140183572395 0.045203916601167293 0.033859141064340292 0.036482435007883396 0.01734426274560974 0.06625779380374297 0.018118958345439751 0.014540175440856729 0.013522339070277667 0.022962978344821749 0.040878072682062339 0.014381209388375282 0.02675764092555255 0.017410600783478003 0.022426015427754464 0.24085256880835004 0.011574198464359142 0.014187978254653899 0.030685929024230063 0.026408627952150709 0.39478941315928751
leaf_count=460 68 200 55 12 273 8 88 83 61 127 21 132 389 147 67 21 116 55 31 64 7 27 24 67 398 124 35 85 16 649
internal_value=0 0.000152098 2.00662e-05 0.000134512 -0.000185192 -0.000151436 -0.000106704 -7.32022e-05 -2.22882e-05 -6.2962e-05 -0.000555011 3.96132e-05 0.000100515 0.000164582 0.000226381 0.000118827 0.000174662 0.000224767 0.000274365 0.000190815 -0.00035029 0.000326182 0.000426045 0.000487157 0.0005866 0.000684074 0.000766878 -0.000697546 -0.000659956 0.000334981
internal_weight=0 0.658599 0.520495 0.445516 0.945835 0.918779 0.875679 0.851484 0.801514 0.77321 0.133382 0.639828 0.605969 0.569486 0.547536 0.481278 0.463934 0.449394 0.435871 0.429497 0.0859452 0.343551 0.316794 0.306451 0.284025 0.266615 0.255041 0.071564 0.074979 0.417752
internal_count=3910 1182 982 898 2728 2455 1995 1907 1824 1763 148 1615 1483 1094 1086 1019 872 756 701 843 156 687 660 648 581 557 433 149 84 680
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=156 51 131 39 3 38 40 13 40 1365 133 132 42 52 0 1 104 1373 160 133 49 150 133 474 13 48 4 160 16 16
split_gain=0.00600332 0.00589368 0.00820254 0.00753652 0.00780082 0.00708904 0.00835695 0.010431 0.00718552 0.00707235 0.00667902 0.00655347 0.00941722 0.0091228 0.00743852 0.00834594 0.00725036 0.00698775 0.00735646 0.0125433 0.012767 0.0107586 0.0130008 0.0118378 0.00759888 0.0107001 0.00903407 0.0121313 0.0110905 0.0100922
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10350000000000001 0.005105000000000001 0.31335500000000011 1.0000000180025095e-35 -0.068949999999999997 0.28269500000000009 -0.083709999999999993 0.085225000000000009 0.10681500000000001 0.079995000000000011 -0.10770999999999999 -0.27466499999999994 -0.070894999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.10355500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081274999999999986 -1.0000000180025095e-35 -0.0047949999999999989 0.084655000000000022 -0.083514999999999992 0.092150000000000024 0.0057500000000000008 0.086110000000000006 -0.073459999999999984 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 8 -5 10 11 12 -3 -14 15 -13 17 18 21 20 -20 -15 -23 -24 25 -21 27 28 -26 -30
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12 14 13 16 -16 -17 -18 -19 19 24 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0036636122275945397 -0.0036645144411517278 -0.0034250936055615641 0.0015063510038039313 0.0033642369002617315 0.0028157004876739086 -0.00072328422126982639 0.0033854423187070211 -0.0036670205946146462 0.0003627701512270509 -0.0036651598677703351 -0.0028790916514017618 -0.0036634832633862411 -0.0030776673619253075 0.0024510917966537012 0.0029497114785327636 0.0016456007813231708 -0.0031990232564090776 -0.0036661318240160876 0.0027795386908950137 0.0018693308073547805 -0.0032353355389800557 0.0020303486884028226 -0.0032094275414017298 -8.7471854201122111e-05 0.001494125741232617 -0.0013723967385473703 0.00086391487696741592 -0.0032139773282322702 -0.0026833567319189565 0.00053424583263306897
leaf_weight=0.0061288292497891908 0.013029524746514198 0.011832753099497495 0.0060144005913116408 0.015555611411627979 0.011776428593975652 0.02589442116459395 0.02226913442541445 0.0063999659835189951 0.034266262354663013 0.007774916482048865 0.01174165200961852 0.0064016620374900404 0.013572240965487481 0.011705850595376432 0.019557144263671944 0.010463465557450036 0.0094963030278449878 0.0067441702121868721 0.0059705958210543022 0.086459660191735566 0.022844395416512953 0.013126087169155198 0.040453285057566291 0.027276241013282743 0.037324884452175411 0.016219897125779426 0.11677722776323662 0.019568817837409824 0.026892046938883141 0.025450489870308957
leaf_count=197 126 135 15 124 123 73 80 15 144 53 469 100 209 24 57 55 19 22 10 147 626 138 399 130 73 33 145 57 85 27
internal_value=0 -2.26307e-05 -0.00203147 3.49999e-05 -0.00013357 0.000938413 0.00148661 0.000734496 0.0012999 -0.000196989 -0.000147043 -8.6304e-05 -0.000197339 -0.00011775 0.00141271 -0.00036962 -3.16002e-05 3.42446e-05 8.96938e-05 0.000327947 -0.00198903 -0.000830531 -0.00130563 -0.00195214 0.000531065 0.00135725 0.000155724 -0.000601355 -3.11826e-05 -0.00111886
internal_weight=0 0.68286 0.0190439 0.663816 0.55943 0.104385 0.078491 0.0562218 0.0498219 0.547654 0.539879 0.528137 0.491715 0.479882 0.0364223 0.0168651 0.46631 0.456814 0.450069 0.357508 0.028815 0.0925615 0.0808556 0.0677295 0.328693 0.10268 0.226013 0.109236 0.0896674 0.0523425
internal_count=3910 3713 141 3572 3136 436 363 283 268 3013 2960 2491 2279 2144 212 155 1935 1916 1894 1203 636 691 667 529 567 180 387 242 185 112
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=147 1348 1456 453 4 11 1 124 38 1456 51 1374 16 52 39 151 52 4 15 1 133 13 52 3 43 50 159 9 457 42
split_gain=0.00583523 0.00719687 0.00798791 0.00832632 0.00649011 0.00591265 0.00668817 0.00650331 0.0136265 0.00802546 0.00669177 0.0151233 0.0093641 0.00792276 0.0116886 0.0142839 0.0102396 0.0147206 0.00747889 0.0074024 0.00726956 0.00760994 0.0109814 0.00896515 0.0086776 0.00766263 0.00765567 0.00866576 0.00989997 0.0111615
threshold=-1.0000000180025095e-35 0.089175000000000018 -1.0000000180025095e-35 0.090755000000000016 0.51390500000000017 0.088315000000000018 0.12200500000000002 -0.048219999999999992 0.098160000000000011 1.0000000180025095e-35 0.094915000000000013 -0.094679999999999986 -0.072359999999999994 0.11401500000000002 0.14126000000000002 -0.21628999999999995 0.10701500000000001 -0.49837999999999999 -0.07142999999999998 0.095575000000000007 0.10681500000000001 -0.10241499999999999 0.091715000000000005 -0.14539499999999997 0.098320000000000005 0.082310000000000008 0.09141500000000001 0.084755000000000011 -0.0015249999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -4 10 11 -9 19 16 15 -15 17 -13 -14 -12 21 -19 23 -23 25 26 27 28 -25 -30
right_child=1 -3 4 -5 -6 6 -8 9 -10 -11 12 13 18 14 -16 -17 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0028357497101919545 -0.0028915425397862083 0.0026530683943583799 0.00162589249289796 0.0031883542132324647 0.0031902764618953459 -0.0021606642151752366 0.0021328176701982601 -0.0031994664378420983 -0.0029017499371538835 -0.0031901978514930025 -0.001892787670002821 -0.0031917114512879587 -0.0017103746239326804 0.0022659702233084862 0.0031963969894427419 -0.0031153649208705008 0.0028925414590154647 0.0010640668692089509 0.0012960227096619991 0.0029951314666446494 -0.0027519759751117759 0.0018676636752397305 -0.003204874195904248 -0.0014097138300319164 -0.0031123391314318159 -0.0029698605857065141 -0.0017082132085454594 -0.0022355769491487531 -0.00098081074386297505 0.0010779989134476521
leaf_weight=0.0075378610736152032 0.016855118937300517 0.010123463544005062 0.052001702623215351 0.0026497995675072153 0.0064413365711288853 0.023049452633358669 0.004390943970065563 0.015996533108932454 0.007766664710004533 0.0082585813402999975 0.0036287876773286589 0.014215389723517546 0.016292362643241631 0.006160494272990035 0.0048277315218001595 0.026949730021229357 0.012790780776441579 0.078256042613872978 0.017390280269296454 0.023855177542145611 0.008799056234749969 0.025550766846663464 0.010832954053512367 0.025663807038085906 0.0094416369575895942 0.0085213551492984152 0.021522370736420271 0.013048843344677152 0.032665703449964667 0.14828617808288413
leaf_count=36 365 41 223 2 139 113 21 50 34 313 84 77 46 12 2 246 38 179 68 53 334 61 106 89 121 144 87 45 337 444
internal_value=0 -1.44127e-05 -5.62077e-05 -0.00206557 6.33962e-06 -2.67304e-05 -0.00147363 4.02546e-05 0.00103754 -7.15866e-05 -2.25005e-05 -0.0001533 0.000968715 -4.44181e-05 -0.00143833 -0.00211411 8.46906e-05 -5.81907e-06 -0.000158178 0.00234977 0.000112555 0.000179987 -5.41139e-05 6.57736e-05 -0.000111883 1.56628e-06 0.00010655 0.000284357 0.000443504 0.00070634
internal_weight=0 0.656233 0.64611 0.0195049 0.626605 0.620163 0.0274404 0.592723 0.0597684 0.532955 0.524696 0.463529 0.0611666 0.447533 0.037938 0.0331102 0.409595 0.396804 0.0336826 0.027484 0.382589 0.37379 0.295534 0.284701 0.25915 0.249708 0.241187 0.219665 0.206616 0.180952
internal_count=3910 3874 3833 367 3466 3327 134 3193 257 2936 2623 2372 251 2322 260 258 2062 2024 114 137 1947 1613 1434 1328 1267 1146 1002 915 870 781
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=4 11 403 147 151 3 15 3 15 457 133 43 376 1447 3 49 1 0 13 2 16 124 47 3 4 0 421 52 0 43
split_gain=0.0160167 0.0193638 0.0176976 0.0176006 0.0171557 0.0140524 0.0260725 0.0231649 0.0237452 0.0297169 0.0222541 0.020705 0.0232772 0.0242711 0.020337 0.0191668 0.0174246 0.0143714 0.014309 0.0172223 0.0141095 0.0225825 0.0170366 0.0175406 0.022482 0.0234686 0.013677 0.0136035 0.0135635 0.013139
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 0.10136000000000002 -0.27336999999999995 -0.10315499999999998 0.079360000000000014 -0.078669999999999976 0.082225000000000006 0.082335000000000005 -1.0000000180025095e-35 -0.074254999999999988 0.084595000000000017 -1.0000000180025095e-35 -0.044019999999999997 -0.094719999999999985 0.076710000000000014 -0.11991499999999998 -0.083924999999999986 0.106285 0.26364000000000004 0.15597500000000003 0.083310000000000009 0.090325000000000003 -0.0025899999999999994 -0.15517999999999996 1.0000000180025095e-35 0.093400000000000011 -0.10209999999999998 -0.4045149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 16 8 9 -7 -10 12 13 -9 17 -16 18 -13 -4 27 22 -22 23 24 25 -17 -6 -20 -24 -15
right_child=4 3 5 -5 26 7 -8 11 10 -11 -12 14 -14 29 15 20 -18 -19 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011492361788068071 -0.00097340297958235539 -0.0011500038478467652 0.00092785995337520567 0.0011519763320380399 0.00042120174601237336 -0.0011503232709170325 -0.00051176811772261357 -0.0010566931327899004 -0.0011489767781045939 0.00019398464054561418 0.00060525908317631276 0.0011439695550089879 -0.00045223798215447952 -0.00084566157983501523 -0.00080460963159902879 -0.00033587063433189473 0.0010258074121033626 -0.0011293856427929401 7.572619189830981e-05 0.00071157002545979391 -0.0010673709758114982 0.00081035091672093055 -0.00081323295327466623 0.00044086560810548846 -0.00068690579726510498 0.0009382056743694778 -0.0010106312598074164 -0.0011559891373993138 0.00012248142598982517 0.00074957832976260263
leaf_weight=0.019062004867066551 0.013774296146948473 0.035238038018178375 0.026079664203280117 0.0050056682666763655 0.18538190153344669 0.080483705825258434 0.045898358584281596 0.01171906720401239 0.012762263293097931 0.029710191839058098 0.03783172390569689 0.0040764221903373246 0.040517995514164795 0.0071910012738953802 0.041419172931909998 0.0391299194907333 0.05066923896811204 0.036766335837114639 0.026928330771852083 0.024909884888984379 0.033682415096564 0.011283370202363585 0.04426982785207656 0.17852575543338389 0.053289936685815054 0.037231570189533159 0.009242412110324949 0.021107341687411463 0.0379812920364202 0.12972692301514144
leaf_count=435 20 173 10 2 450 649 80 42 472 82 127 2 40 22 51 25 58 409 32 14 88 5 47 142 73 29 2 19 45 265
internal_value=0 -8.12487e-05 -5.21542e-05 -0.000863675 0.000265523 -3.24845e-05 0.000245665 -9.5191e-05 -0.000488746 -0.000787874 0.000162756 -5.66357e-06 0.00031959 0.000529988 -0.000124514 -5.7874e-05 0.000477904 -0.000902487 0.000197553 -6.35481e-05 1.31631e-05 -0.00059619 8.33426e-05 0.000207312 -0.000114282 0.000285331 0.000353206 -0.000465502 -0.000381146 0.000665795
internal_weight=0 1.1225 1.08225 0.0402437 0.208399 1.06319 0.195593 0.867599 0.160788 0.110194 0.050594 0.706811 0.189155 0.148637 0.517656 0.476813 0.149694 0.0408428 0.0990252 0.0729456 0.435394 0.0449658 0.390428 0.308177 0.129651 0.0763615 0.194624 0.0480357 0.0822511 0.136918
internal_count=3910 3438 3263 175 472 2828 213 2615 1330 731 599 1285 369 329 916 505 133 411 75 65 454 93 361 269 127 54 452 51 92 287
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=45 14 10 1 0 157 16 40 150 2 150 38 96 16 160 3 133 2 16 42 1212 12 4 16 2 160 51 1374 48 130
split_gain=0.00574338 0.00948059 0.00592045 0.00587759 0.010063 0.00804963 0.00904583 0.0107147 0.00857322 0.00787201 0.00781805 0.00842278 0.00772452 0.00900952 0.00995508 0.00761115 0.00723273 0.00951257 0.00722431 0.00716465 0.00731315 0.00713714 0.0070416 0.00666996 0.00663454 0.00652701 0.00836143 0.0163324 0.00928796 0.0101898
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.074309999999999987 -0.063614999999999991 0.028705000000000001 -1.0000000180025095e-35 0.13754500000000003 0.15297000000000002 0.084445000000000006 -1.0000000180025095e-35 -0.010344999999999998 0.08234000000000001 -0.15653499999999998 0.084285000000000013 1.0000000180025095e-35 0.13514000000000004 -0.089024999999999979 1.0000000180025095e-35 0.10058500000000002 0.0021050000000000005 -0.014099999999999998 0.11500500000000001 -0.15186999999999998 0.094915000000000013 -0.094679999999999986 0.092150000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 18 8 12 -7 10 11 15 -8 -14 -15 -10 17 -2 23 -6 21 -21 -18 -5 -20 -17 27 -27 29 -29
right_child=1 2 -4 5 19 6 7 -9 9 -11 -12 -13 13 14 -16 25 22 -19 24 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0034541298435045893 0.0033613453774636965 0.00185767243248421 -0.0034566618274472277 -0.00080049689636906051 -0.0028325747212805175 -0.001760336057942444 0.0034670552510456007 0.0025642522952794445 0.0032119118123830463 0.003455689455896208 -0.003471151452855017 -0.0020218887949745236 -0.0027982182135578909 -0.001048711559494097 0.002210117001693795 -0.0021282207865743114 -0.003452293319859424 -0.0034543419313665664 -0.0030420697938271218 0.00070690791387513681 -0.003453427159913103 -0.0016061664437549373 0.00047095023554196824 0.0029060785495238174 0.0031017161690873943 -0.0032375591459995984 0.0025416169712980329 -0.0014032062120873693 -0.00088265007903680413 0.0018601340487414844
leaf_weight=0.0055265709197556126 0.0026742517002276136 0.0030028552264411692 0.014818639480779439 0.0070855326828791467 0.0098946165531117458 0.018878927628065867 0.0045506851747632018 0.011297302814455179 0.014557942531610024 0.011404943845491289 0.005713181570172309 0.013348364303965354 0.028746921197694064 0.077913093525808108 0.01303273437866892 0.0097618339740392912 0.0071585686153099451 0.027731578388312528 0.0066479268232342292 0.11278841646898741 0.0062041854043002323 0.018493882601518408 0.022818135048510158 0.031445055150925327 0.003055878885788843 0.013079079752060352 0.026669081042768994 0.013396684855365493 0.028696715661681083 0.076342576768297477
leaf_count=15 2 8 114 33 210 57 1 25 46 119 1 21 155 409 91 60 300 554 75 506 111 166 134 113 20 15 63 49 39 398
internal_value=0 -7.92508e-05 -0.00256122 -8.2961e-06 -0.000482273 0.000228637 5.46072e-05 -0.000653664 0.000468667 0.000666259 0.000508428 0.000624516 -0.000946265 -0.00111406 -0.000581714 0.000818074 -0.0016689 -0.00285489 0.00155418 3.89349e-06 0.000208028 0.000381063 -0.000465938 0.00222446 -0.0011073 0.000610571 0.000779587 0.000422276 0.000826438 0.00137297
internal_weight=0 0.64121 0.0178215 0.623388 0.207764 0.415624 0.36739 0.135541 0.231849 0.21297 0.201565 0.195852 0.124243 0.119693 0.0909458 0.182504 0.0603825 0.0304058 0.0482344 0.147381 0.137486 0.131282 0.0299767 0.0385306 0.00970381 0.167946 0.158184 0.131515 0.118436 0.0897393
internal_count=3910 3895 122 3773 1983 1790 1549 681 868 811 692 691 656 655 500 670 990 556 241 993 783 672 434 146 95 624 564 501 486 447
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=421 14 482 4 11 49 474 403 15 3 3 0 40 48 16 457 0 9 2 44 151 13 49 12 42 0 4 124 3 0
split_gain=0.00538459 0.00719895 0.00573124 0.00558522 0.0100366 0.00855566 0.00711024 0.00679492 0.00653104 0.00997627 0.00650231 0.00846962 0.00917041 0.00803909 0.00797611 0.00753114 0.00747781 0.0133546 0.00841402 0.00827036 0.00756762 0.0101743 0.00992985 0.00958673 0.0173755 0.0165001 0.0086516 0.00762081 0.00740192 0.00710724
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10022500000000002 0.27020000000000005 0.080455000000000013 0.27772500000000006 -1.0000000180025095e-35 -0.092224999999999988 -0.23033499999999998 0.30601500000000009 -0.12008499999999998 -0.10575999999999998 -0.083709999999999993 0.082070000000000018 -0.014754999999999999 -0.0015249999999999997 -0.089879999999999974 -0.016839999999999997 0.10362500000000001 0.13998500000000003 -0.084639999999999979 -0.083514999999999992 0.0047850000000000011 -1.0000000180025095e-35 0.091230000000000019 -0.052874999999999998 -0.49837999999999999 -0.086804999999999979 -0.015794999999999997 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 -2 -9 10 13 14 -13 -10 15 -12 17 -14 20 -20 27 22 26 28 -25 29 -22 -18 -23 -26
right_child=1 -3 -4 5 -6 -7 -8 8 9 -11 11 12 16 -15 -16 -17 18 -19 19 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.003386101778861074 -0.0033841814963501155 -0.0022446441731524768 -0.003362172799045856 -0.0033964441512827478 -0.00284398793281271 -0.0028317893605017239 0.0013548729980270981 -0.0027163394666504929 0.00031974985429029815 0.0033849731662839713 -0.0022716679034775495 0.0022313378184262338 0.0033975882612513322 0.0030471495015319712 0.0017376699041367178 0.00029537099385136258 0.0033859935715149251 -0.0031390049860057384 -0.0026161433042785503 0.0033929780620491311 -0.0033920791912493624 0.0033920648937408111 -0.0033876205546146598 -0.0033266564803370248 -0.0033840182294628423 -0.0033877652182453654 0.0022628782113670847 -0.0032455281310468727 -0.00025245311071802901 0.0024788329810187673
leaf_weight=0.0051911970799665133 0.0068285617132488588 0.017015221657203483 0.0057926417221452189 0.0037864234764128915 0.014975781153509615 0.0067797405172314021 0.075573767093089828 0.0098234021875214239 0.053013455248219543 0.010176385881663919 0.014781247883746573 0.012472848938614334 0.0041193389333784572 0.016138772319209238 0.039562904537206123 0.1139400535883226 0.0023037087594275354 0.027240431248529262 0.02907571789914698 0.0028819653889513566 0.0033524857135489574 0.010001679034758126 0.0046085868641085872 0.02754690385499714 0.002665872162026516 0.0098383559368357965 0.040685264505825103 0.014289876866399709 0.017617404484553845 0.021124534730603273
leaf_count=25 426 124 126 1 123 21 424 56 90 64 45 71 1 26 71 154 7 359 269 2 2 13 43 659 144 27 289 158 39 51
internal_value=0 -7.43228e-05 -1.28775e-05 1.97184e-05 -0.000115107 0.000816505 0.00112818 -3.23954e-05 1.45771e-05 7.07664e-05 -1.413e-06 -0.000167764 -0.000590068 0.000956271 0.000408973 5.94311e-07 -0.000751975 -0.00228037 -0.000494275 -0.00207424 -0.000166479 9.41075e-05 0.00133786 -0.000587282 -0.00133429 0.000297745 0.00183238 -0.00232487 0.00106733 0.00182186
internal_weight=0 0.618013 0.600998 0.595205 0.509066 0.0861399 0.0793602 0.49409 0.487261 0.477438 0.467261 0.398109 0.229825 0.0691522 0.168284 0.128721 0.217352 0.0313598 0.185992 0.0319577 0.154035 0.137441 0.0486463 0.0887948 0.0611757 0.0336288 0.0440378 0.0165936 0.0276191 0.0237904
internal_count=3910 3885 3761 3635 3189 446 425 3066 2640 2584 2520 2404 2134 116 270 199 2063 360 1703 271 1432 1267 334 933 881 222 291 165 52 195
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=156 15 401 158 159 156 482 1 47 146 47 12 3 128 456 44 0 2 3 2 2 1 105 15 160 1374 0 43 15 4
split_gain=0.00510219 0.00533393 0.00515739 0.00519937 0.00507492 0.00816391 0.00641114 0.00608762 0.00782299 0.00821607 0.00678549 0.0064897 0.00784833 0.00702542 0.00690833 0.00691719 0.00686349 0.00621085 0.00579816 0.00607382 0.00879844 0.00979132 0.0116086 0.0109586 0.0101523 0.0100336 0.00922811 0.00760702 0.0122552 0.00987516
threshold=-1.0000000180025095e-35 -0.47308999999999996 0.099830000000000016 0.11015500000000002 0.11813500000000002 0.10691500000000002 0.091725000000000015 0.11561500000000001 0.13283000000000003 0.11615000000000002 0.11771000000000002 0.10058500000000002 -0.22254999999999997 0.086950000000000013 0.087055000000000007 1.0000000180025095e-35 0.16242500000000001 0.11462500000000002 0.14320000000000002 0.11542500000000001 0.11260500000000001 0.094385000000000011 0.078475000000000017 0.035895000000000003 -0.09551999999999998 -0.094679999999999986 -0.23029999999999998 -0.18906999999999999 0.084050000000000014 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 11 13 -13 14 15 18 -14 -16 19 20 21 25 23 24 -23 -3 -27 -28 29 -29
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 16 -15 17 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0033844902010417128 0.0033849936765046927 -0.0033951878262209224 -0.0032526618830909138 -0.0027158100232989313 0.0027918974473483062 -0.0029730072395379547 -0.0032351331329689226 0.0017247423959155664 -0.00072722792362821807 -0.0025223005425603654 -0.0033861257387418717 0.0033605473308271454 -0.0031447364056030364 -0.0033851256778049646 -0.0030568654973989031 -0.0032552479812452129 0.00047688015224524918 0.0033861520144163322 0.0019809137823631521 0.0018954658837327899 -0.0023253822503960233 -0.0015046375098838791 -0.0021200115379106325 -0.0017214151830055901 0.0026071746336345293 0.001873808008472206 0.0016770679132349401 -0.003387060774737815 -0.0033864336740356406 1.9703077933982501e-06
leaf_weight=0.005189767854929527 0.0052358385056550097 0.010528376896218106 0.0056838868321307237 0.0080413807225738765 0.0074839951182354971 0.010467997855911904 0.0067471586711249634 0.068461377541666479 0.026960845509165665 0.0056446888993377789 0.0070201242856455784 0.0034044910498778327 0.02023362316559485 0.006584507160191321 0.012381421498247391 0.0064353179027420984 0.0085105487305554561 0.0019878184102708482 0.021694641364774725 0.022170800540322944 0.016723486680774613 0.0077916548091252471 0.010793130600177392 0.0097364401407276091 0.058398911217864224 0.026147158111143654 0.02068333175884618 0.010526609954979449 0.015294716083062099 0.15160406322895881
leaf_count=197 119 29 195 159 85 160 118 288 46 5 44 8 256 155 135 29 9 4 40 64 29 22 17 56 151 26 52 55 693 664
internal_value=0 -1.49871e-05 -4.52548e-05 -1.39555e-05 2.38683e-05 -1.2672e-05 4.30166e-05 8.32521e-05 0.000833447 0.00140124 -8.57432e-05 -3.32806e-05 -0.00149711 8.1645e-05 0.000138302 0.000223507 -0.00207245 -0.00216555 0.000282097 0.000179835 6.73753e-05 0.000191838 0.0011634 0.00163015 0.00212315 -0.000167021 -1.54645e-05 -0.000264818 -0.000491193 -0.000218068
internal_weight=0 0.593378 0.588143 0.582459 0.574417 0.566933 0.556465 0.549718 0.101067 0.0741061 0.448651 0.441631 0.0321487 0.409482 0.402898 0.388529 0.0287442 0.0143692 0.382093 0.360399 0.338228 0.321504 0.0867201 0.075927 0.0661906 0.234784 0.224256 0.198109 0.177425 0.162131
internal_count=3910 3713 3594 3399 3240 3155 2995 2877 339 293 2538 2494 273 2221 2066 1927 265 139 1898 1858 1794 1765 246 229 173 1519 1490 1464 1412 719
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=52 1 50 158 4 1 50 0 12 13 1429 12 124 52 12 1 2 123 2 1444 133 43 2 4 13 124 12 48 51 148
split_gain=0.019499 0.0232696 0.0230322 0.0208166 0.0206879 0.0212985 0.0183276 0.0175754 0.0254846 0.0300052 0.0220176 0.0213781 0.0216419 0.0190736 0.0210023 0.0249312 0.0178764 0.017512 0.0170889 0.0169904 0.0158656 0.0156641 0.0152096 0.0141735 0.019573 0.0140764 0.0249134 0.0191431 0.0312676 0.0189454
threshold=-0.42985499999999993 0.099595000000000017 0.086465000000000014 0.084965000000000027 0.27020000000000005 0.097480000000000011 0.14262000000000002 -0.074249999999999997 0.085325000000000012 -0.26418499999999995 0.084920000000000009 0.098845000000000016 0.15597500000000003 0.071660000000000015 0.085185000000000025 1.0000000180025095e-35 0.10113500000000002 0.11662000000000002 0.14472000000000004 -0.10662999999999999 -0.26719999999999994 -0.084059999999999982 0.106285 -0.49837999999999999 0.043015000000000005 -0.50873999999999986 -0.041094999999999993 0.12675000000000003 0.13741000000000003 -0.080629999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 18 8 10 -10 13 16 -13 14 15 -2 23 -4 20 -5 -3 -15 -18 24 -9 -22 -27 29 -29 -28
right_child=1 6 17 19 -6 -7 -8 11 9 -11 -12 12 -14 21 -16 -17 22 -19 -20 -21 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00086458315745189032 -0.001220357809629346 -0.0011542023884083498 -0.0012209839330448024 0.0012232706347086941 0.0010144015117550809 -0.0011782290836823287 -0.00088603421814671137 -0.0010898457753369553 0.00047087421552321736 -0.0011056776211398475 0.0011043021907270029 -0.00091977504490451929 0.0012294611415351734 -0.00122019312903013 0.0011176200737374041 -0.00017821767993427812 -0.0007181293043495799 0.0012213663931782668 0.0010596440441242225 -0.0010310190999584035 -0.0011443400616516254 0.0006797965760172919 0.00029038697486302831 0.00071519895129645459 0.0010368610565094209 0.00086986645883729765 -0.00073205344978588332 -0.001224836163734628 0.00046691169104432509 0.00029263560165874346
leaf_weight=0.040968749893181777 0.042683840141307772 0.01330698539459263 0.042236755783278568 0.0055097938698054341 0.026672368825529702 0.02527345467979103 0.023507254736614414 0.016300684060752246 0.02338904931093555 0.077011248433393686 0.023413789507685578 0.041002354976512834 0.0083869323134422302 0.0072761672627166254 0.014733712995621318 0.16993062241999723 0.036735192266860395 0.0048654248821549109 0.033320327048386389 0.050586146274667954 0.011450320749645471 0.056685519916868543 0.056254009147778561 0.13972427531052733 0.010622013825923204 0.075649299468750542 0.028950651059858501 0.037480794610019075 0.028643605328397825 0.3634197448282066
leaf_count=353 214 26 532 2 27 21 29 49 8 923 19 131 1 25 8 124 23 3 148 275 11 127 41 106 3 252 28 35 16 350
internal_value=0 -1.21199e-05 -0.000139389 -9.245e-05 -4.06146e-05 -7.81632e-05 0.000169627 -3.97699e-05 -0.00020363 -0.000738407 -3.303e-05 0.000180348 -0.000554807 -0.000124442 -0.000289897 -0.000387435 0.000320193 -0.000968701 0.00021153 -0.000809601 0.000160968 0.000463657 -0.000108025 0.00055914 -0.00025078 0.000193045 0.000221714 0.000114772 -0.000492009 0.00021703
internal_weight=0 1.49502 0.879293 0.832191 0.776095 0.749423 0.615729 0.724149 0.415124 0.1004 0.314724 0.309025 0.0493893 0.29131 0.227348 0.212614 0.259636 0.0471022 0.592222 0.0560959 0.558901 0.0639617 0.0929892 0.166647 0.0269227 0.545594 0.534144 0.458495 0.0661244 0.39237
internal_count=3910 3557 2662 2127 1850 1823 895 1802 1448 931 517 354 132 498 346 338 222 535 866 277 718 152 64 158 52 692 681 429 51 378
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=1211 39 3 453 1348 484 457 51 1348 1 46 106 123 12 1373 133 51 1 48 0 16 14 3 151 15 47 131 41 16 3
split_gain=0.00478397 0.00530582 0.00642042 0.0060676 0.00745308 0.00922724 0.00851244 0.00603132 0.00637573 0.00725388 0.00788702 0.00644176 0.00631357 0.00569278 0.00549746 0.0055107 0.0056229 0.00610589 0.0100482 0.00949375 0.0116978 0.00758445 0.00798338 0.0110219 0.00999606 0.008897 0.0140196 0.00792225 0.00748354 0.00974355
threshold=0.082530000000000006 0.005105000000000001 0.30601500000000009 0.091855000000000006 0.090050000000000005 -0.0043499999999999988 0.12931000000000001 -0.40274499999999996 0.083955000000000016 0.088010000000000019 0.092020000000000005 0.095510000000000025 0.14495500000000003 -0.099039999999999975 0.099250000000000019 0.10681500000000001 0.16362000000000002 0.13662500000000002 0.12675000000000003 -0.23029999999999998 -0.094359999999999986 0.077685000000000018 -0.10315499999999998 0.0014250000000000003 -1.0000000180025095e-35 0.09252500000000001 0.092200000000000018 0.081670000000000006 0.3935300000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 9 13 11 12 -11 -9 15 16 17 18 19 20 -7 22 24 25 27 28 -27 -21 29 -24
right_child=-2 7 -4 -5 -6 14 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033065779394010047 -0.0033048929202798669 -0.0037384950897245465 0.002439716451557519 -0.0037382507115901989 0.0034077017330855384 -0.00016324520589417377 0.0024742786595241257 -0.0037385616611703863 -0.0032408724874857186 0.0030028200984107789 -0.0023912456740682675 -0.0022730070740459036 -0.0024118156128278188 0.000546506576133126 -0.0037386818054424668 -0.002841837522894628 -0.0032718860334276416 0.0026675407042236498 -0.0032564674842019475 0.003202478989778797 0.0034656233290265652 -0.0037412221286495123 -0.00037222353296371464 -0.0035981168824026554 -7.7646017503287931e-05 -0.0037423144388257093 0.00097712117816766775 -0.00058519045273765929 -0.0034417798590210976 0.0015971432084097566
leaf_weight=0.022338736971697415 0.0062267769768311601 0.0039008738681900459 0.012827487307959018 0.0068146129647175249 0.0079102235511072649 0.025408133657037979 0.0042275072355550938 0.0058685980364998605 0.0046692000269104019 0.048969278313450104 0.0054344922973541534 0.0039575599475938352 0.0032017319849728656 0.016467139910901096 0.005776802204024988 0.0097808702243753487 0.0072267355290023252 0.012090847225408652 0.013007849947371142 0.030137598396322574 0.024207391671552614 0.0079814522262040555 0.10214417278299237 0.014730710270896452 0.073484766606668472 0.022568447500844968 0.014381837683231424 0.010353856794608873 0.0078185987453593953 0.053382387505280349
leaf_count=563 209 17 139 31 36 41 8 33 11 312 11 9 12 47 29 375 44 35 30 93 28 63 1160 76 174 82 47 22 109 64
internal_value=0 -1.29764e-05 -0.00016827 -0.000238585 -0.00018773 -0.000249417 -0.00238667 0.000807588 0.00100782 0.00124427 0.0019059 0.00232196 0.00267052 -0.000579373 -0.000118736 -6.99571e-05 -5.24044e-06 5.21006e-05 -2.70344e-05 8.16259e-05 0.00160728 -0.000143002 -5.5711e-05 -0.00047938 0.000743578 -0.000250013 -0.00190541 0.00223395 0.000124454 0.000303735
internal_weight=0 0.58107 0.488601 0.475774 0.468959 0.461049 0.0265662 0.0924689 0.088568 0.0838988 0.0615631 0.0561286 0.052171 0.0223357 0.434482 0.428706 0.418925 0.411698 0.399607 0.386599 0.0496155 0.336984 0.329002 0.215026 0.113976 0.200295 0.0369503 0.0404915 0.163345 0.155527
internal_count=3910 3701 3249 3110 3079 3043 571 452 435 424 344 333 324 80 2472 2443 2068 2024 1989 1959 69 1890 1827 1538 289 1462 129 115 1333 1224
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=1213 475 132 13 129 133 13 52 40 151 15 34 9 2 15 38 124 42 123 133 16 16 150 3 4 401 159 457 52 0
split_gain=0.00467872 0.00673025 0.00556795 0.00771637 0.00729514 0.00716008 0.00663416 0.0112847 0.00785693 0.00693398 0.00747303 0.00691117 0.00606232 0.00624473 0.00546648 0.00526883 0.0051024 0.00741122 0.00855371 0.00925545 0.00578181 0.0139604 0.00886131 0.00858019 0.00958087 0.00731133 0.00679724 0.00759287 0.00710436 0.00629769
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.079995000000000011 -0.088004999999999986 0.08956500000000002 -0.26719999999999994 -0.091229999999999992 0.11588000000000002 -0.083709999999999993 -0.083274999999999988 -0.19153499999999998 -0.083799999999999986 -0.016839999999999997 -0.14847999999999997 -0.24219999999999997 -0.073614999999999986 0.51367000000000018 -0.10770999999999999 0.087855000000000016 0.086975000000000011 -0.072804999999999981 -0.0092949999999999994 -1.0000000180025095e-35 -0.34922499999999995 -0.23071499999999998 0.082755000000000009 0.014225000000000003 -0.0015249999999999997 -0.077699999999999977 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 9 -8 -7 14 -10 -13 -14 -11 -15 17 -17 19 20 22 -22 -19 -23 25 -25 27 -24 -29 -26
right_child=2 -3 3 -5 -6 6 8 -9 11 10 -12 12 13 15 -16 16 -18 18 -20 -21 21 23 26 24 29 -27 -28 28 -30 -31
leaf_value=0.0033192243267790235 -0.0029194383804551837 -0.0026837165115604273 -0.0014469235317185055 0.0019691440651939071 -0.0031714113772636082 -0.0011802012335421575 0.002381887856733773 -0.0020658520743647483 -0.0029129218454176211 0.0015795641705562144 0.001862625132917615 0.0033253601020374027 0.0025819941756741425 0.0025333759542807456 -0.0026702885635423819 -0.0028976721784908718 0.0023104218363565097 -0.0025287137809040516 0.0033206099159158761 -0.0030199914853396921 -0.0024003057183859429 0.0033254232481426367 -0.0017781617792785359 -0.0033194083227456464 0.0023678353512937055 0.0032294821799211254 -0.0024229233123033676 0.0031255387134941966 0.00056082514602788492 -0.000277064702577962
leaf_weight=0.0024129441007971755 0.0092784994516108554 0.013859893421624747 0.0094440083481117654 0.031697447576817694 0.0082830715544730538 0.012660920461144087 0.012628698213916323 0.014001408620458733 0.010646149300441721 0.0059032692313962798 0.073747705273035535 0.0052864628580095987 0.0083398562401271192 0.0069579323317157096 0.0076415461894612235 0.013023530589066468 0.0075618071223288999 0.01244875671727641 0.0068561805705940051 0.014419657992789325 0.041374189565360098 0.0074254554638173422 0.013421155121250194 0.015911247804638151 0.011833715296233997 0.0021265814464186397 0.008832520361721663 0.013434941235118458 0.10299685527431279 0.060814717081228771
leaf_count=4 179 588 89 251 135 40 124 73 36 54 182 36 38 10 12 82 8 38 51 636 232 6 30 178 17 3 56 14 340 368
internal_value=0 -0.0017936 1.12698e-05 0.00118499 -8.38129e-05 -3.26197e-05 2.20114e-05 0.000723238 -0.000190318 0.00111393 0.00144667 -0.00027963 -0.000200227 -0.000253818 -0.000818065 -0.000323493 -0.000383279 -0.000445969 -0.000343596 -0.000425954 -0.000297246 -0.000784276 0.000152247 -0.000102788 -0.000383492 -0.00254732 0.000392897 0.000584428 0.000856765 0.000153764
internal_weight=0 0.0162728 0.548998 0.0411415 0.507857 0.499574 0.490295 0.113955 0.37634 0.0999534 0.0872925 0.363712 0.353066 0.347779 0.0135448 0.339439 0.332481 0.32492 0.311896 0.30504 0.29062 0.139486 0.151134 0.0981117 0.0906863 0.0180378 0.138685 0.129853 0.116432 0.0726484
internal_count=3910 592 3318 340 2978 2843 2664 361 2303 288 248 2179 2143 2107 66 2069 2059 2051 1969 1918 1282 804 478 572 566 181 440 384 354 385
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=4 11 12 50 48 1211 147 12 47 14 401 49 457 160 13 484 150 130 1373 1 0 3 0 0 2 15 157 3 51 96
split_gain=0.00447141 0.00831489 0.00654412 0.00602266 0.00761988 0.00565804 0.00512403 0.00508399 0.00513734 0.0065169 0.00495402 0.00489604 0.00493475 0.00510474 0.00570457 0.00568388 0.0105926 0.00538021 0.00539411 0.00618879 0.0138679 0.00961924 0.0102555 0.0101716 0.010133 0.00954706 0.00865249 0.008424 0.00828113 0.0108421
threshold=0.27020000000000005 0.080455000000000013 -0.071274999999999991 0.11901000000000002 0.11930500000000001 1.0000000180025095e-35 0.086955000000000018 -0.023959999999999995 0.10697000000000002 -0.46879999999999994 0.087020000000000014 -0.47013499999999991 0.53894500000000012 -0.217635 -0.5337599999999999 -0.0043499999999999988 0.097030000000000019 -0.23515499999999998 0.099250000000000019 1.0000000180025095e-35 -0.089879999999999974 0.099570000000000006 -0.10575999999999998 -0.066084999999999991 0.087995000000000004 -0.073314999999999991 -1.0000000180025095e-35 0.11476000000000001 0.084305000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 10 -3 -4 9 -9 11 -1 13 -13 -15 16 -16 -17 19 20 27 22 -21 24 28 -23 -22 -19 29 -24
right_child=2 6 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 17 -18 18 -20 21 26 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035929789343836396 0.0034080665586523136 -0.0035924021197957746 -0.0027426761699698289 -0.0029922594556484241 -0.0026467547906341453 -0.0035915394184667599 0.0027256010116868943 -0.0014172125466722556 -0.0019410661377538864 0.0022766032968691815 -0.0027102539795610006 -0.0016983299584478243 -0.0033258298481445036 -0.0023645284635265304 -0.003091076963319886 -0.0031268485772794176 0.0024941802456737139 -0.0035935461139762754 -0.0032724151936340774 0.0022148153751233575 -0.0035923311485446122 0.0016845866862175913 0.0036022734169271933 0.0018197653818289106 0.0025065485036003168 -0.0016408818372742734 0.00069660273015056831 0.00028025824875325679 0.0023246054891019937 -0.0034180374333195236
leaf_weight=0.0048102464131716252 0.010248049728772912 0.013212959454818929 0.0041292550783964535 0.0063664434765087199 0.0079247247513194452 0.0058783563700757204 0.0018919652502518156 0.0071908266290847669 0.0053974240145180366 0.042868865339869444 0.0088131081294022806 0.019529408871179044 0.0055105937208281821 0.011032151845483895 0.015665039253434543 0.005620555228858847 0.0060758242539122867 0.020193469066271064 0.0050479412944355309 0.079425419483413862 0.0064026796682554723 0.016908471786791779 0.0032206773757934562 0.034085935193274963 0.0091537044263532152 0.032570082435142922 0.11476629547968287 0.011280389531748369 0.0053119977910682783 0.023761548909334351
leaf_count=20 184 172 28 14 30 216 3 11 12 193 256 337 14 19 532 26 19 214 23 122 150 49 1 185 13 83 672 8 16 288
internal_value=0 -0.000181094 0.000719207 0.000346217 0.000661042 -9.21759e-05 -0.00280104 0.00110096 0.00138716 0.001746 -4.5338e-05 9.23375e-06 4.99505e-05 9.42369e-05 0.000181642 0.000253762 -0.00153019 0.000359226 0.000413333 0.000465438 -8.16204e-05 0.000873897 0.00131401 0.000366787 -0.000828114 -0.000504458 0.000469972 -0.00220516 -0.00177331 -0.00258007
internal_weight=0 0.460169 0.0841256 0.0738775 0.0675111 0.445064 0.0151049 0.0595864 0.0554571 0.0500597 0.439186 0.430372 0.425562 0.420052 0.400522 0.38949 0.0217409 0.367749 0.362129 0.357081 0.152643 0.204438 0.154959 0.0755339 0.0414479 0.0494786 0.121169 0.0314739 0.0322942 0.0269822
internal_count=3910 3438 472 288 274 3263 175 244 216 204 3047 2791 2771 2757 2420 2401 551 1850 1824 1801 1044 757 625 503 318 132 822 222 305 289
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=14 3 0 124 3 0 3 12 47 13 2 43 1 52 0 43 376 42 4 50 132 9 4 11 13 15 0 12 41 158
split_gain=0.0173328 0.0146158 0.0201033 0.0137927 0.0165369 0.0191664 0.0206986 0.0220275 0.0195432 0.0190244 0.0174427 0.0158465 0.0155981 0.0250358 0.0192498 0.0146016 0.0194404 0.0169783 0.0163269 0.0149831 0.0135975 0.0127007 0.0155547 0.0194005 0.0149417 0.0133618 0.0113981 0.0184853 0.0165066 0.014188
threshold=0.077685000000000018 0.30601500000000009 -0.18087499999999998 -0.080564999999999984 -0.100615 -0.10783 -0.078669999999999976 0.085250000000000006 0.09585500000000001 -0.084084999999999979 0.083945000000000006 -0.089949999999999988 0.085990000000000011 -0.010284999999999997 -0.11756999999999999 -0.074254999999999988 0.091535000000000019 -0.089024999999999979 0.17888000000000001 -0.29335499999999998 0.087780000000000011 -0.016839999999999997 -0.056579999999999991 -1.0000000180025095e-35 -0.14819499999999997 -0.074174999999999977 0.15480500000000005 0.080120000000000011 0.078150000000000011 0.086525000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 8 7 9 10 -7 -6 -11 14 -14 -12 17 18 -8 21 -19 26 -17 23 -23 -25 -26 27 -5 29 -29
right_child=-2 2 -4 4 5 6 15 -9 -10 11 12 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00046314083666598998 -0.0008048303733350767 -0.00070164727814307521 0.0012199745183815575 0.001124088585954589 0.00087287958106080702 -0.0012194745663834652 -0.00063511211543790919 -0.0012118722310344816 -0.00063281601888931678 -0.001181827914379045 -0.0012209367188586694 0.00095338996342797121 -0.00012445002123673716 0.00080121024311686671 0.00024552798589887881 0.0012256063793568135 0.00081299774756585621 -0.0012200047822214315 0.00073470672375803637 0.00074962966131262123 0.00099249120438904873 0.0012239581798455701 -0.0012204467095051593 4.6926301968970815e-05 0.0012234879335889391 -0.0012206202660656452 -0.0004995861112836224 0.00038273959237619188 -0.00062416124761726169 -0.0010309557719145293
leaf_weight=0.078475056615161298 0.041404296310929678 0.011022590905213292 0.030416453957286538 0.028420361086318513 0.044601737648917839 0.015203761454927189 0.024298853464188142 0.069948156551390639 0.053099776828503309 0.0067077435494411466 0.028563519644194457 0.022463675369067237 0.12090751193136384 0.067755219120044785 0.024898013071720015 0.0053113242611289016 0.018596659804643423 0.0063574021610293121 0.0144123219033645 0.059064514480041908 0.02797472332849793 0.0099115364719182253 0.052530449535254986 0.032588299967756029 0.0036045981105417004 0.04271991529992647 0.040043283480827085 0.12670942350302994 0.040005384751566453 0.011508462672964015
leaf_count=233 126 23 139 39 21 298 32 1167 65 30 76 66 78 79 50 1 33 36 27 200 48 4 328 16 1 319 25 265 57 28
internal_value=0 -1.61344e-06 0.000708832 -2.89569e-05 -6.76437e-05 -0.000164318 -0.000351035 -0.000785663 4.65171e-05 -0.000113833 0.000172325 0.000462413 4.32759e-05 0.000207986 -0.000537977 -0.000166592 -0.000367147 0.00023504 -0.000503396 0.00055823 0.000187026 -0.00062506 -0.000694597 -0.000383612 -0.000585524 -0.00103044 9.56845e-05 0.000211036 6.54358e-05 0.000265031
internal_weight=0 1.11812 0.041439 1.07668 0.998207 0.723545 0.383719 0.114323 0.339826 0.0443752 0.286726 0.0291714 0.242124 0.188663 0.0534615 0.269396 0.179675 0.0897208 0.161078 0.0654219 0.274662 0.146666 0.141355 0.0888243 0.0789128 0.0463245 0.246687 0.206644 0.178223 0.138218
internal_count=3910 3784 162 3622 3389 2927 2558 1561 369 394 304 96 283 157 126 997 729 268 696 236 462 669 668 340 336 320 414 389 350 293
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=1455 14 147 1348 1452 1 0 42 123 42 43 157 157 13 132 0 2 3 11 4 1 457 1 2 1375 15 14 16 11 123
split_gain=0.00454357 0.00458861 0.0045955 0.00579761 0.00532023 0.00475798 0.00799152 0.00774504 0.00966569 0.00870216 0.00991942 0.00730869 0.00796265 0.00708484 0.00659746 0.00652377 0.0065882 0.00885559 0.0114988 0.00920475 0.00821527 0.00686538 0.00853065 0.00654827 0.0069181 0.00790903 0.0102365 0.00594541 0.00741432 0.0053205
threshold=-0.073559999999999987 0.077685000000000018 -1.0000000180025095e-35 0.089175000000000018 0.09086000000000001 1.0000000180025095e-35 -0.13870499999999999 -1.0000000180025095e-35 0.091310000000000016 0.085330000000000003 -0.24333999999999997 -0.073574999999999988 -1.0000000180025095e-35 -0.5337599999999999 0.093105000000000007 -0.017269999999999997 1.0000000180025095e-35 0.082730000000000012 0.088840000000000016 -0.12499499999999999 0.095575000000000007 -0.0034949999999999994 0.089680000000000024 0.090695000000000012 -0.43271999999999994 1.0000000180025095e-35 -0.10523499999999998 -0.55207499999999987 0.080455000000000013 0.10400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -11 -7 -13 -9 -12 16 20 18 19 -18 -14 -19 -23 -24 -25 26 -26 -17 -29 -22
right_child=1 -3 3 -5 -6 11 7 9 -10 10 14 12 15 -15 -16 27 17 21 -20 -21 29 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0033191302605079186 -0.0028696240835902787 -0.0017591023636828432 -0.0033218201211875353 0.00299152489513814 -0.0033205959469662315 0.0017396817400740681 -0.0033188050088376014 -0.0033215030507210853 0.0019133285563826164 0.00086230793447175441 -0.0033188508010762777 -0.0029570416895074716 -0.0027478066453316698 0.0007768361274848825 0.0012456089097397079 -0.0033249955393584861 -0.0020097043345799646 -0.0020233033575280525 -0.0019640870465002639 0.0030260930202769347 7.7345946360158762e-05 0.0023297807192393617 -0.0033149526373852612 -0.0020285441760296398 -0.0012038060701132323 -0.0022269094801426513 0.002396385106099623 0.0031494061002933704 -0.0010694124389371512 -0.0031481513847828766
leaf_weight=0.0046046292911583455 0.0058832327250684094 0.015995805296341814 0.009535154216337105 0.0074110173322878828 0.0051430069187432528 0.03512610077058298 0.016205318869594976 0.0048699827166274181 0.0051104589492751975 0.015271328497533432 0.020431880686452075 0.0088752913885628004 0.016549651414720756 0.098914601659046753 0.0042009216901988103 0.0023418588098138562 0.004522703593465848 0.016299185441539521 0.0078571070530415454 0.034171626319505322 0.071971350120520583 0.018385191351626418 0.0067548191800597115 0.013011248350267124 0.012524063747036962 0.0084722107321795193 0.028390799693454483 0.020202828028743625 0.0059291171040740656 0.0061046101523061216
leaf_count=145 36 126 30 40 73 219 717 4 8 26 680 99 373 345 23 1 15 49 34 177 289 21 6 5 29 16 121 138 56 9
internal_value=0 -9.62697e-06 4.5194e-05 7.91795e-05 3.57672e-05 7.085e-05 -0.0003691 -0.000198471 -0.0020644 7.83339e-05 -0.00123819 0.000312712 0.000135197 0.000584526 -0.00254042 0.000235547 6.08934e-05 0.000492367 0.00169458 0.00243749 -0.00062485 -4.65981e-05 0.000321454 -0.000212483 0.000123369 0.0006903 0.00129436 0.00173842 0.00219219 -0.00017485
internal_weight=0 0.526462 0.510467 0.504583 0.497172 0.492029 0.17454 0.165004 0.0213158 0.143689 0.0399041 0.31749 0.282364 0.103785 0.0246328 0.273488 0.245015 0.150389 0.0465514 0.0386943 0.0946256 0.103838 0.0875383 0.0691531 0.0623983 0.0493871 0.0409149 0.0284738 0.0261319 0.078076
internal_count=3910 3765 3639 3603 3563 3490 1833 1803 725 1078 729 1657 1438 349 703 1339 1144 473 226 192 671 247 198 177 171 166 150 195 194 298
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=160 2 401 4 4 48 51 160 403 52 51 160 150 1 50 15 42 2 1 42 10 16 147 123 1186 12 3 4 1444 13
split_gain=0.00424785 0.00507458 0.00624336 0.00640828 0.00849598 0.00692343 0.00919948 0.00843827 0.00687844 0.00788424 0.00914636 0.00868421 0.00618575 0.00612052 0.0060721 0.00611602 0.00897372 0.0103476 0.00751655 0.00561353 0.00644966 0.00557013 0.0055065 0.0053643 0.00520173 0.00498422 0.00633572 0.00497724 0.0048566 0.0047354
threshold=-0.40446999999999994 0.097940000000000013 0.079655000000000017 -0.37626499999999991 -0.15333499999999997 0.092150000000000024 0.094915000000000013 0.10975000000000001 -1.0000000180025095e-35 -0.089799999999999977 -0.094874999999999987 0.031805000000000007 0.083205000000000015 0.094385000000000011 0.086210000000000023 -0.0063699999999999989 -1.0000000180025095e-35 -0.018734999999999998 0.090820000000000012 0.090750000000000011 0.0033400000000000005 -0.10486499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.085230000000000014 0.080120000000000011 -0.013944999999999997 0.27223000000000003 -0.083574999999999997 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 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 3 25 -5 7 -7 8 24 10 -10 14 13 -13 15 18 -17 -18 27 20 21 -20 -3 29 -6 26 -2 -11 -1 -24
right_child=1 22 -4 4 5 6 -8 -9 9 11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025411578537546308 0.0025712857492288833 -0.002991098784045475 -0.0030922224346736733 0.0019764587181752844 -0.0027113948832441252 -0.0024170815091865872 0.0027857567512582079 -0.003186036381350673 0.00060001873751346188 -0.003160303542533131 -0.0025103617160941757 -0.0031900892050787271 0.0029267952585956716 0.0025396003379736338 -0.0029797516349115891 -0.0027727406252820927 -0.002381266914391143 0.0021713697529049695 0.0030827870855230383 -0.0019007206586792249 -0.0012922203733848191 0.00029161650534816264 0.0010462623808826627 0.0019608587777116496 0.0030910113226301703 -0.0031355965439662553 -0.0027351786340943881 0.0031394563922136709 -0.0028649367962359971 -6.2503569999853952e-05
leaf_weight=0.0020436720685665941 0.0046312642425618833 0.0047828686620050567 0.0077154692514227454 0.019525016531702022 0.012774562827168268 0.02453303640031379 0.0040210552974428984 0.0081916759873550404 0.018522640238259669 0.011494613280646604 0.019975572162131527 0.0038765387583765678 0.023267086599844333 0.0037081897862663027 0.0057531259485870114 0.0052608884371636569 0.0057798383431872926 0.041631754828827638 0.013445247900165214 0.0097815031344339332 0.010974369110556381 0.015820757118831352 0.057376356898544145 0.021887807241171231 0.0017907981313953778 0.01270893023820463 0.004519363602184967 0.0014339598001242857 0.0097420863562689419 0.12331968466190801
leaf_count=11 17 15 271 58 578 136 18 133 85 207 176 36 43 14 148 121 40 145 27 68 30 32 202 175 22 32 42 5 294 729
internal_value=0 9.13532e-06 -0.000262356 -0.00018532 -4.67219e-05 -0.000209931 -0.00168441 -1.27149e-05 0.000113909 0.000275191 -0.00101386 0.000601191 0.00211167 -0.000388832 0.000217252 0.000376328 0.00117799 0.00161637 -0.000294444 0.000265668 0.000792267 0.00157392 0.000390302 0.000470135 -0.00199799 -0.00184373 -4.95008e-05 -0.00246157 -0.00192751 0.000289563
internal_weight=0 0.498504 0.291137 0.283422 0.261562 0.242037 0.0285541 0.213483 0.205291 0.190726 0.0384982 0.152228 0.0308518 0.00758473 0.121376 0.115623 0.0526725 0.0474116 0.0629505 0.0500219 0.0402404 0.029266 0.207367 0.202584 0.0145654 0.0218596 0.00915063 0.0129286 0.0117858 0.180696
internal_count=3910 3605 2484 2213 2122 2064 154 1910 1777 1177 261 916 93 50 823 675 306 185 369 157 89 59 1121 1106 600 91 59 212 305 931
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=421 14 1372 4 11 151 474 50 2 403 15 3 13 13 43 376 16 16 2 52 0 0 484 48 160 133 47 132 40 42
split_gain=0.00424831 0.00560505 0.0044334 0.00471104 0.0081088 0.00619403 0.00623948 0.00567901 0.00638528 0.00551964 0.00482432 0.00753052 0.00525137 0.00539557 0.00524279 0.00916914 0.00883768 0.00725465 0.00783985 0.0101799 0.00779035 0.00886953 0.00677005 0.00609503 0.0063656 0.00603931 0.00746788 0.00674103 0.00633555 0.0053598
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.27608500000000008 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 0.11901000000000002 -0.14847999999999997 -0.092224999999999988 -0.23033499999999998 0.30601500000000009 -0.5337599999999999 -0.51172499999999987 -0.074254999999999988 0.084835000000000008 0.15737500000000001 -0.0095499999999999977 -0.023524999999999997 -0.084699999999999984 0.12500000000000003 1.0000000180025095e-35 0.09129000000000001 0.086665000000000006 -0.088649999999999993 0.08517000000000001 0.13206500000000002 0.081240000000000021 -0.082239999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -7 8 -8 -4 -11 12 -12 -14 23 16 17 20 -19 -20 21 29 -18 24 -15 26 -26 28 -27 -16
right_child=1 -3 3 5 -6 6 7 -9 -10 10 11 -13 13 14 15 -17 22 18 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0038889893957869868 -0.0038902001602998319 -0.002514297958174737 -0.0038871734416803441 -0.0032284936004005073 -0.0033445836502470063 -0.0038974871538905876 -3.1575510960083111e-05 -0.0014871463560210175 0.0031843873064112218 -0.0028155426714131571 -0.0038908269449385541 0.0038878370669359588 0.0037992880814942654 -0.0024796185896908446 -0.0038882202672190906 0.0033684611222175964 -0.0037744531970775167 -0.0038873197483761846 -0.0015932518741670326 0.0027364962560068483 -0.0034124777996185178 0.0037697188788798418 0.001164860950858716 0.0021800094320038963 0.001328107001764857 0.0038882685239772833 -0.0023333301461048064 0.0030290445880674587 -0.0036538834897703256 -0.00042634040537667064
leaf_weight=0.0041186401169852607 0.004392673023602355 0.013825700296905552 0.0055090336704566303 0.0047126399083481365 0.011427169224532463 0.0031517446350335368 0.013181063179217745 0.0071387705029337658 0.031888597589556866 0.0087956974055600767 0.0051224643248133353 0.0077505679859086732 0.0057737447277759193 0.012119800884008214 0.0072046854748819547 0.0094815934653524891 0.019526885148877682 0.0043500074516487066 0.011147554714398211 0.031051824322602783 0.014277605652750935 0.0073193374591937746 0.00533764288434213 0.028904915066505055 0.0771947614058206 0.0019310998694663803 0.0094441535316036607 0.0039417231359948337 0.01306530206100831 0.10839701472194463
leaf_count=25 49 124 436 20 127 4 53 16 330 58 5 64 4 254 412 27 186 33 62 152 10 11 18 214 338 28 10 18 285 537
internal_value=0 -7.49785e-05 -3.75898e-06 3.26302e-05 -0.00011662 0.00104897 0.00141309 0.00173369 0.00224385 -2.38577e-05 3.04168e-05 9.57166e-05 1.74639e-05 7.15037e-05 1.24866e-05 -0.000369576 -0.000539473 -0.000245201 0.00108063 0.00159273 -0.000695033 -0.000379395 -0.00271414 0.000580868 0.000188138 0.000494386 0.000928989 -0.00149385 -0.00268267 -0.000642096
internal_weight=0 0.487366 0.47354 0.469147 0.409075 0.0600728 0.0553602 0.0522084 0.0450697 0.397647 0.392138 0.383343 0.375592 0.37047 0.364696 0.218094 0.208613 0.183748 0.0465494 0.0421994 0.137199 0.122921 0.0248645 0.146602 0.117697 0.105577 0.0866389 0.0189381 0.0149964 0.115602
internal_count=3910 3885 3761 3712 3289 423 403 399 383 3162 2726 2668 2604 2599 2595 1448 1421 1217 247 214 970 960 204 1147 933 679 348 331 313 949
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=1455 156 4 11 151 474 43 48 43 15 15 40 42 457 49 42 43 15 151 15 0 158 15 15 49 4 15 13 16 2
split_gain=0.00410296 0.00391994 0.00394273 0.00656866 0.00494311 0.00495455 0.00455795 0.00657865 0.00624455 0.00834642 0.0110114 0.00803799 0.00783723 0.00624094 0.00732529 0.00989267 0.0071832 0.00518295 0.0050255 0.00706548 0.00807092 0.00666431 0.00551105 0.0077125 0.00594292 0.00523084 0.00579116 0.00885688 0.00550987 0.011336
threshold=-0.073559999999999987 -1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.086665000000000006 -0.075819999999999985 -1.0000000180025095e-35 -0.091274999999999981 0.085025000000000003 0.088465000000000002 -0.23052999999999998 -0.088729999999999989 0.090930000000000011 -0.00084499999999999994 0.099325000000000011 -0.087049999999999988 -0.095799999999999982 -0.10462499999999998 0.089925000000000019 -0.074174999999999977 -0.033649999999999992 -0.07929499999999999 -0.51381999999999983 0.083185000000000023 -0.094679999999999986 -0.008734999999999998 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 7 8 9 10 12 -12 -3 -8 -15 16 17 -16 -18 20 -20 22 24 -24 -21 -25 28 -28 29 -27
right_child=1 2 4 -5 5 -7 13 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 19 21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0038125677762153704 -0.0038112457651790104 0.0022790336274379486 -0.0030597420992271728 -0.0029087110861236152 -0.0038201036429340246 0.0013262022536742516 0.0032017840636953897 0.002137800386614533 0.0032191712826228724 0.00079665594106113305 -0.0036951839825504445 0.0023538727617785902 -0.0036331594462453141 -0.0024471939638610013 -0.0031778592833960578 -0.0032512265251890124 0.0022599398356619948 0.0025555246631700861 -0.0026979535596606051 -0.00029731249014295502 0.0020890123257907159 -0.0038147312438398225 -0.0031155874673714761 -0.0038149975171495026 0.0035836227971663393 0.0021472178412247902 0.0032073457750792225 -0.0038132461843851805 0.0019872051190191445 -0.0024265506252912415
leaf_weight=0.0041470413582516122 0.0038973582841634871 0.01410275164941055 0.0044037910249699044 0.011919429790992808 0.0028364280442474401 0.064063309717312222 0.0069539233818431958 0.02863620367118358 0.0085676398176701696 0.057977426935728715 0.024029294581879412 0.00367757627100218 0.0042324343764903452 0.024177054537858567 0.015125903810158547 0.014652600319465137 0.016064876224334057 0.0026975466584815413 0.023308820241226158 0.0089466345289110905 0.0065510993674706688 0.0052139965628157361 0.009327057316625087 0.0038672540627544541 0.015928603204585556 0.015985498919889096 0.0037329733875139945 0.0086652683861174751 0.043680258382096326 0.015493495906412136
leaf_count=145 174 104 20 148 3 443 20 234 23 370 417 6 19 59 506 474 49 39 58 13 49 27 44 13 47 27 14 220 130 15
internal_value=0 -5.73479e-06 2.61732e-05 -0.00012321 0.000850603 0.00110801 -3.62032e-05 0.000507102 9.2339e-05 -0.000165205 -0.00137641 -0.00289228 0.000914282 -0.000355405 -0.000461379 -0.000231926 -4.5726e-06 -0.00231012 0.000227898 2.47597e-05 -0.00164772 0.000406445 0.00058164 0.000185084 0.0021878 0.000521815 0.000713364 -0.00169942 0.00111138 -0.000103923
internal_weight=0 0.468717 0.464819 0.393516 0.0713035 0.0668997 0.381596 0.141223 0.112587 0.104019 0.0460421 0.0277069 0.0183352 0.240373 0.233419 0.209242 0.194589 0.0178235 0.176766 0.160701 0.0298599 0.130841 0.125627 0.100752 0.0248752 0.0914247 0.0875575 0.0123982 0.0751593 0.031479
internal_count=3910 3765 3591 3125 466 446 2977 1173 939 916 546 423 123 1804 1784 1725 1251 545 706 657 107 550 523 463 60 419 406 234 172 42
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=1 14 3 47 49 131 133 15 16 3 12 1375 484 132 4 52 43 52 16 41 160 34 133 42 52 16 3 124 12 48
split_gain=0.00398841 0.00478456 0.00530984 0.00878091 0.00759269 0.00615868 0.0060789 0.0060255 0.00595258 0.00614163 0.00720727 0.00772186 0.00710176 0.00515846 0.00592404 0.00553676 0.00524448 0.00471606 0.00450447 0.00418545 0.00468858 0.00443499 0.00519843 0.00465181 0.00434127 0.00803056 0.00465713 0.00410931 0.00543545 0.00418392
threshold=0.10444500000000001 0.077685000000000018 -0.115685 0.09252500000000001 -0.10837499999999999 0.08956500000000002 -0.097724999999999992 -1.0000000180025095e-35 0.3935300000000001 0.090325000000000003 0.094045000000000004 -0.089714999999999975 -1.0000000180025095e-35 0.080815000000000012 -0.060264999999999992 -0.031409999999999993 0.079060000000000005 -0.42985499999999993 -0.094359999999999986 0.083975000000000008 -0.082969999999999988 -1.0000000180025095e-35 0.087550000000000017 0.084745000000000015 -0.092084999999999986 0.050115000000000007 -0.10140999999999999 -0.50873999999999986 -0.071274999999999991 0.12738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 -1 9 10 11 -8 -13 14 15 -9 -17 -2 -11 20 -14 -22 24 -24 25 -23 -26 -19 -29 -30
right_child=17 -3 3 -5 5 -7 8 13 -10 18 -12 12 19 -15 -16 16 -18 27 -20 -21 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=0.0025621160316746665 -0.0035210920230288128 -0.003521617610873458 -0.0029384608862831857 -0.0031660631448963104 -0.0035209245485003557 -0.0029595137982040224 -0.0031619880379344543 -0.0024959928526856684 -0.0035229377943830362 -0.00025550397128313457 -0.0035236951861403755 -0.0035229903803440576 -0.0016459716278525156 0.0024453187073530227 -0.0028626952817231992 -0.00096226607345850114 0.0024606966225155492 -0.0035169004570046749 0.0020689916126199006 -0.0035211944249342359 -0.0017088156041674967 -0.0031820253233305262 0.0010081968231384171 -0.0035219837634608547 -0.0035225780127513006 0.0026071628521087396 0.0021080937717071753 0.0023476201982826493 0.00060511497631499588 -0.00099316649477210303
leaf_weight=0.01566315710745414 0.0037232569630987191 0.0055594644186385258 0.012673878364566349 0.014179218731868559 0.0058224171809513328 0.0090416218235489509 0.0085766200899684009 0.0068509860010692583 0.005343276013164199 0.015192991518688359 0.0074438465909452125 0.0056680018469563711 0.0098639195591587736 0.0091005481099273311 0.0098385212663743005 0.0091806695822072015 0.01401330922908528 0.0031179698928553981 0.032279421444854961 0.0030680189823897299 0.0073192585300603233 0.0062147534121663739 0.0061634872877007751 0.0051608141030357046 0.0018825594625013686 0.0056859011701533291 0.055029168569504357 0.018693037654713862 0.11705498331986064 0.024553827203817491
leaf_count=65 83 110 73 192 361 287 59 54 122 32 333 266 216 26 12 42 13 8 80 24 41 45 38 119 4 24 399 270 429 83
internal_value=0 -0.000287729 -0.000223806 -0.000488045 -0.000300463 -0.000124271 1.75841e-05 0.000661562 0.000135386 0.000250677 -0.000167125 5.08397e-05 0.000310657 5.38399e-05 -0.000491844 0.000284515 0.00110582 0.000396393 0.00132506 0.000527109 0.000654732 0.000914223 0.0011538 -0.00105634 0.00151751 -0.000416064 0.00192184 0.000485646 0.000563498 0.000327986
internal_weight=0 0.286816 0.281256 0.216609 0.20243 0.189756 0.180714 0.0646472 0.174892 0.169549 0.122076 0.114633 0.106056 0.048984 0.0398835 0.030045 0.023194 0.167143 0.0474724 0.100388 0.0973199 0.0874559 0.0801367 0.0113243 0.0688124 0.0119007 0.0569117 0.16342 0.160302 0.141609
internal_count=3910 3037 2927 2715 2523 2450 2163 212 1802 1680 1568 1235 1176 147 121 109 55 873 112 910 886 670 629 157 472 69 403 790 782 512
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=31 105 2 150 49 151 160 456 159 2 15 128 13 1 151 16 457 52 15 43 159 3 52 12 52 48 1 13 2 38
split_gain=0.00387007 0.00574745 0.00468504 0.00554706 0.00625082 0.00560261 0.00535461 0.00522773 0.00457711 0.00539901 0.00511695 0.00752977 0.00645858 0.00582629 0.00846693 0.00503671 0.00959318 0.00787282 0.00679722 0.00720821 0.00616396 0.00547527 0.00577686 0.00771043 0.00542334 0.00451374 0.00473957 0.00430212 0.0086422 0.00579778
threshold=-1.0000000180025095e-35 0.094650000000000012 0.097940000000000013 0.081245000000000026 -0.006494999999999999 0.083140000000000006 -0.40446999999999994 0.084065000000000015 0.09141500000000001 -1.0000000180025095e-35 -0.095799999999999982 0.081870000000000012 0.25430000000000003 0.12958500000000003 -0.051109999999999996 -0.083564999999999987 -0.0015249999999999997 0.084240000000000023 0.024640000000000006 -0.50992999999999988 -0.45462999999999992 -0.115685 -0.074484999999999982 1.0000000180025095e-35 -0.42985499999999993 0.12738500000000003 0.088675000000000018 0.095355000000000009 0.106035 0.10208000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 5 -4 -6 8 10 -10 12 15 13 14 -2 16 -12 -18 21 -20 -19 -17 24 -24 -23 26 -5 29 -29 -8
right_child=2 -3 3 25 6 -7 27 -9 9 -11 11 -13 -14 -15 -16 18 17 20 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036055024748683447 0.0010861547148216457 -0.0038174698415424802 -0.0031985848407786862 -0.002187275724110419 -0.0038121271163670039 0.00076878030511363699 0.0011302107245326322 -0.0037696648131016444 0.0036307727263898298 -0.0034454053403398699 -0.0038134484088801269 -0.0038138289225256939 0.0030680462461154467 0.0013141881168374928 -0.0029383564593801251 0.002453389186028531 0.0023789237282738755 0.0030331751911687492 0.0027452297664095869 -0.0037294571781382765 -0.0029565079053007308 -0.0038112888312246368 4.0623493558975408e-05 -0.0038127974686691514 0.0013625987903296516 -0.00075641435298875559 0.0029388268996438736 -0.003287592825112371 0.0012386698945688836 -0.0024937777227497866
leaf_weight=0.0084320874879608709 0.009608400408410489 0.0018460428109392532 0.014736245999813491 0.0029186402268521752 0.0043033443934916695 0.0079595254978812591 0.090272554094312341 0.0066694908493616359 0.0018068210788442238 0.011722632952846368 0.0051418567397263351 0.0067335993580570621 0.0047833402568357988 0.0086680509214147605 0.036132043183151552 0.013238419147796776 0.043363659376943531 0.0035859389306125431 0.0030852108279191262 0.013083490997185976 0.008196435970930338 0.0032530825622067985 0.020415563246729107 0.011953628238824621 0.03071617827764328 0.0084737594552279916 0.02549450091584049 0.011670010715306489 0.012889530034726704 0.0068994882810784466
leaf_count=112 34 1 67 18 55 16 658 177 25 212 24 200 6 34 219 40 226 24 14 636 284 92 64 200 108 15 167 31 125 26
internal_value=0 0.00227227 -9.38111e-05 0.000361659 3.36174e-05 -0.00180721 0.000365105 -0.000442936 -0.000348716 -0.0025004 -0.000217561 0.000131329 -0.00117695 -0.00155015 -0.00209295 0.000301582 0.00116432 0.00162845 -0.000241659 -0.002494 -0.00113356 0.000215979 -0.000230515 -0.00138241 0.000867119 0.00168435 0.00241227 0.000512774 -0.000912084 0.000872897
internal_weight=0 0.0102781 0.427775 0.185618 0.148731 0.0226958 0.126035 0.242158 0.235488 0.0135295 0.221959 0.162767 0.0591918 0.0544085 0.0457404 0.156033 0.0602879 0.055146 0.0957456 0.0161687 0.0117824 0.0795769 0.0663385 0.0323692 0.0339693 0.0368869 0.0284131 0.121732 0.0245595 0.097172
internal_count=3910 113 3797 1178 978 83 895 2619 2442 237 2205 1912 293 287 253 1712 558 534 1154 650 308 504 464 264 200 200 185 840 156 684
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=1 52 3 1446 133 38 3 12 151 49 4 47 160 133 50 131 49 3 12 1374 0 49 2 50 48 2 51 457 43 52
split_gain=0.025764 0.0200193 0.019966 0.0191376 0.0182301 0.0176266 0.0253702 0.0210441 0.0189617 0.0162021 0.0332989 0.0161207 0.0169056 0.0181835 0.0183472 0.017762 0.015302 0.0162397 0.0216621 0.0154444 0.0180357 0.0152515 0.0155078 0.0136697 0.0135313 0.0205001 0.0138087 0.018761 0.0130148 0.0116204
threshold=0.094385000000000011 -0.42985499999999993 -0.115685 0.091520000000000018 -0.26719999999999994 0.13584500000000002 0.16699000000000003 -0.041094999999999993 -0.40391999999999995 0.14121000000000003 -0.17479499999999998 1.0000000180025095e-35 0.091575000000000017 -0.090054999999999982 0.086465000000000014 0.089255000000000015 -0.10837499999999999 0.10666500000000002 0.094045000000000004 -0.094679999999999986 -0.23029999999999998 0.090775000000000008 0.093815000000000009 0.10625000000000001 0.12862000000000004 0.090695000000000012 -0.07742499999999998 -1.0000000180025095e-35 -0.11267999999999999 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -9 10 -10 12 13 -4 15 16 -15 18 19 -18 -21 22 29 24 25 -12 -27 -28 -14 -22
right_child=1 3 11 -5 5 -7 -8 8 9 -11 23 -13 28 14 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00023019187659613114 -0.0015783082758539021 -0.0013027206724184545 -0.00157792615155587 -0.0015444331488213019 0.00097602779011247379 -0.0015137555289790883 0.001264226866860906 -0.0015791437471758196 -0.0015803242801956177 0.001243145918284865 4.6186331523213993e-05 -0.0014091103116746551 0.00089792258767683699 -0.0015800415992409944 -0.0015798437913860834 -0.001579465665096323 -0.0015856789779151728 0.00087609984601344829 -0.0015809826215064514 0.0011016914449610796 -0.0013960521565360773 -0.0015810074139762909 0.00080796261136311667 -0.001117881108921403 -0.00073238114798663276 -0.0003998569762756007 -0.00023508180336611018 0.0014071442142846282 -0.0014462783814539297 -2.5116327289991548e-05
leaf_weight=0.15897898117395926 0.015667299960796299 0.017846430826466531 0.023263316757720531 0.014830481301260079 0.081059523988187721 0.012837417045375332 0.067486522706531105 0.016075675924184907 0.02798189688110142 0.032090425309434067 0.1929231198528214 0.037228979651558802 0.0067181987901676612 0.014338371408939565 0.020927791776159665 0.018252031476038155 0.013495553851953446 0.054015460147638805 0.021710177594400193 0.041075403803915833 0.017539135899824032 0.014860410950291225 0.052604499281869721 0.018474288418929063 0.030342252306581941 0.018393410078715533 0.021631741168675944 0.086391111453849589 0.047769214114907754 0.12467169647743503
leaf_count=229 144 39 369 35 269 9 170 23 25 27 196 224 16 26 342 166 35 19 247 22 67 91 65 67 26 14 11 140 223 574
internal_value=0 0.000182817 -0.000257592 0.00022604 0.00026815 0.000314436 0.000354023 0.000237101 0.00010229 0.000165411 7.81056e-05 -0.000410104 -0.00033118 -0.000223179 -0.000143085 -6.23792e-05 1.57723e-05 8.3076e-05 -6.67213e-05 5.76886e-05 0.000146135 -4.10577e-05 7.64089e-05 0.000204155 0.000274001 0.000369623 0.000863218 0.00107829 -0.00115724 -0.000194196
internal_weight=0 0.654032 0.667449 0.638364 0.623534 0.605687 0.59285 0.525363 0.444304 0.428228 0.396138 0.50847 0.471241 0.416754 0.393491 0.372563 0.354311 0.339972 0.285957 0.264247 0.250751 0.209676 0.194815 0.368156 0.349682 0.319339 0.126416 0.108023 0.0544874 0.142211
internal_count=3910 1195 2715 1051 1016 977 968 798 529 506 479 2486 2262 2023 1654 1312 1146 1120 1101 854 819 797 706 454 387 361 165 151 239 641
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=1455 158 31 105 2 150 49 456 160 151 401 41 8 484 150 3 13 133 14 130 159 52 0 2 1 16 2 160 457 0
split_gain=0.00370863 0.00363547 0.00366972 0.00556855 0.00390338 0.00529324 0.00571311 0.00506133 0.00505531 0.00477546 0.00469803 0.00496635 0.00544905 0.0053977 0.0055015 0.00621383 0.00615508 0.00687779 0.00492821 0.00471669 0.00439194 0.00426459 0.00530163 0.00997164 0.00777272 0.00659054 0.00615282 0.00498396 0.00490149 0.00502861
threshold=-0.073559999999999987 0.11136500000000001 -1.0000000180025095e-35 0.094650000000000012 0.097940000000000013 0.081245000000000026 -0.0019649999999999997 0.084065000000000015 -0.40446999999999994 0.083140000000000006 0.083100000000000021 0.080335000000000018 0.079700000000000007 -0.0043499999999999988 0.090480000000000019 0.090325000000000003 -0.37340499999999993 0.089725000000000013 0.078335000000000016 -0.23515499999999998 0.093320000000000014 -0.42985499999999993 -0.072559999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.08755499999999998 0.087005000000000013 -0.082109999999999975 -0.0015249999999999997 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -8 -6 11 12 13 -4 16 -16 -15 18 19 -18 21 -21 23 -23 25 -25 27 -27 -26 -30
right_child=1 -3 4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 22 -24 24 28 26 -28 -29 29 -31
leaf_value=-0.0033190376200363889 0.0033202758269491196 -0.0026369591293224806 -0.003318952515780663 -0.0033228549044507527 -0.0025389787559923936 0.0015188447096515165 -0.0033185705630847579 -0.0032724253193603631 0.00048175716782996447 0.00061237429935886501 -0.0032317058462622839 -0.0021144675077059329 0.0025016579286900099 -0.0023621554864551738 -0.0022848195634573494 0.00081546383601190586 -0.0033239296903746353 -0.0032710530716712244 -0.0033186221777123186 -0.0033178989165521121 -0.0022494053106055702 -0.0033144684745888471 0.0019364784902274861 -0.0033200358614728287 -0.0017043523093324949 -0.0033193866685240912 -0.0033182133276019364 0.0021099397381679811 0.002353847942176582 -0.00016555203928841374
leaf_weight=0.0037481957250236056 0.0075436084217699317 0.0056973396792585609 0.0056825553926564956 0.0017016854835674167 0.015097511313058476 0.034462195849130239 0.0039804842817332533 0.0061432146023392411 0.11899998269925049 0.0081463904958809508 0.0055601444401176528 0.013224282019280054 0.0090347082264088385 0.0095673691732827137 0.021980311121780005 0.01051769545301795 0.003258267271235126 0.0054609865067121168 0.0035846777767005724 0.0026669070750244819 0.0052880482630541783 0.0070435359880320894 0.03923802587451064 0.0074771757413429818 0.0047990691714403502 0.0021748551602769313 0.0039684871740739416 0.012870469046688992 0.039820008736114687 0.011160967368226693
leaf_count=145 109 137 284 1 69 196 54 171 771 16 259 83 65 16 112 21 8 363 39 58 60 35 85 237 16 30 131 132 64 143
internal_value=0 -4.92081e-06 3.07445e-05 0.00209754 -1.57238e-05 0.000349327 7.36947e-05 -0.000301856 0.000358753 -0.00143451 -0.000220526 -0.000144012 -1.72678e-05 -0.000133048 -3.82015e-05 -0.00128144 0.000216901 0.000382713 0.000521904 0.000620405 0.000714552 0.000833997 0.000920131 0.000473625 0.000797938 -0.000681592 0.000355975 0.00132511 0.00150059 0.00180229
internal_weight=0 0.426151 0.420454 0.00924529 0.411208 0.180687 0.146224 0.230522 0.12298 0.0232439 0.224379 0.218818 0.205594 0.196559 0.190877 0.032498 0.158379 0.148811 0.14335 0.139766 0.136508 0.13122 0.128553 0.0893146 0.082271 0.026491 0.0190138 0.0150453 0.05578 0.050981
internal_count=3910 3765 3628 110 3518 1106 910 2412 825 85 2241 1982 1899 1834 1550 133 1417 1401 1038 999 991 931 873 788 753 530 293 162 223 207
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=51 131 1 376 47 47 42 132 44 1 50 1 4 160 48 16 1374 50 12 474 41 2 483 133 42 16 49 13 484 43
split_gain=0.00366079 0.00528023 0.0049793 0.00536799 0.00582894 0.00654492 0.00592473 0.00965147 0.00534438 0.00520733 0.00514724 0.0058209 0.00809718 0.00772501 0.00706033 0.0073686 0.00633785 0.00615868 0.00614471 0.00566929 0.00551591 0.00604843 0.00519361 0.00534918 0.00708744 0.00480993 0.00762447 0.0048882 0.00510135 0.00424118
threshold=-0.40274499999999996 0.10350000000000001 0.14000500000000002 0.048375000000000008 0.11669500000000001 0.11069000000000002 -1.0000000180025095e-35 0.080815000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.11413000000000002 0.094695000000000015 -0.17479499999999998 0.10150000000000002 0.12862000000000004 -0.52908499999999992 -0.094679999999999986 0.078570000000000015 0.10058500000000002 -1.0000000180025095e-35 0.078385000000000024 -1.0000000180025095e-35 0.0015150000000000003 0.084630000000000025 0.085465000000000013 -0.114825 -0.088329999999999978 -0.5337599999999999 -0.0043499999999999988 0.093240000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 -9 11 13 -13 16 15 -14 -8 18 20 -17 21 -18 23 25 -25 -23 -27 -28 -29 -30
right_child=2 -3 -4 -5 -6 -7 8 9 -10 -11 -12 12 14 -15 -16 19 17 -19 -20 -21 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0033848469499558097 -0.0029521957314309162 0.001348607751972816 0.0017902766961353435 0.0014152393853196063 -0.0021658220293644071 0.0029572713319627616 -0.0033915112671289395 -0.0021109898031129505 -0.0029439459067665983 0.00311841355615194 -0.0025217143585025896 -0.0029365009473795094 -0.00038754669687686221 -0.0030836458858245 -0.0014436344874546334 -0.0022000736557778451 -0.0025756975244012881 -0.0033863218969570675 -0.0022197677169504687 0.0020743555199695847 -0.0022957094008197779 0.0024923013616999817 -0.0033849120126382419 0.00061764832697009742 -0.003344245229626501 -0.0033868705568687414 -0.0030014173675579933 -0.0033854629321282406 0.0017057116508270109 -0.00074310121034477103
leaf_weight=0.0083260567189853418 0.019686152351045649 0.0039913191130835921 0.017432934732823924 0.026357065835782123 0.015956809614266376 0.0079662061556291519 0.0063131962136253597 0.0034293477831681685 0.0069321571700129416 0.0059837370417881175 0.0085788479686250696 0.0064276553952424811 0.022440133543454976 0.010296987587622652 0.01218164986676129 0.003755638776738123 0.0067954183869005638 0.0057159974431684182 0.011256066623602123 0.065621507984474192 0.0083487833544495516 0.023405629824310381 0.0034716429454846312 0.016393270224455136 0.0075498928900472597 0.0047980048010458623 0.0033205405270564361 0.0026770600132977043 0.05989554627291227 0.0093625035191706729
leaf_count=130 774 15 157 180 113 32 40 101 40 63 171 107 83 145 20 11 36 238 100 341 71 52 129 90 239 22 7 43 345 15
internal_value=0 -0.00185102 2.15883e-05 -5.85157e-05 -0.000166849 -7.3746e-05 -0.000145901 -0.00160475 -6.96138e-06 0.00121325 6.12209e-05 0.000137623 0.000748935 -0.00023824 0.000976714 0.00129783 -6.51835e-05 6.3657e-05 0.000189043 0.00184297 0.000374731 0.000536676 0.000698281 0.000809545 -0.000631638 0.00114307 0.000748593 0.00101225 0.00119753 0.00137467
internal_weight=0 0.0123174 0.40235 0.384917 0.35856 0.342604 0.334637 0.0290992 0.305538 0.00941308 0.298606 0.290027 0.110427 0.179601 0.103999 0.0918173 0.169304 0.16299 0.157274 0.0693771 0.146018 0.13767 0.130874 0.127402 0.0239432 0.103459 0.0800537 0.0752557 0.0719351 0.069258
internal_count=3910 145 3765 3608 3428 3315 3283 938 2345 164 2305 2134 562 1572 455 435 1427 1387 1149 352 1049 978 942 813 329 484 432 410 403 360
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=51 1 39 123 131 13 15 0 2 15 159 3 3 43 2 2 43 1 47 12 1 1374 3 2 3 49 15 3 12 52
split_gain=0.0159458 0.0230522 0.0181127 0.0175258 0.0172048 0.0164308 0.014258 0.0210497 0.0173435 0.0201047 0.0154013 0.0222892 0.017027 0.0201965 0.0170841 0.0156957 0.0190782 0.0151328 0.0143103 0.0139092 0.014651 0.0176421 0.0199056 0.0148447 0.0137449 0.0203361 0.0136117 0.0122436 0.0121895 0.0116284
threshold=-0.40274499999999996 0.11561500000000001 0.005105000000000001 0.15255000000000002 0.10350000000000001 -0.085414999999999991 0.10043500000000001 0.10302000000000001 0.097940000000000013 -0.11739999999999999 0.09141500000000001 -0.115685 -0.077894999999999978 -0.07526999999999999 0.08400500000000001 0.087005000000000013 -0.082884999999999986 0.089895000000000017 0.09252500000000001 0.090965000000000018 0.095575000000000007 -0.094679999999999986 0.086245000000000016 0.086245000000000002 -0.10315499999999998 0.14121000000000003 -0.14487999999999998 -0.016619999999999996 0.11999500000000002 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 -1 -3 8 -8 9 -2 11 -11 14 -14 -13 16 -16 -17 19 20 21 -15 27 -24 28 26 -26 -23 -7 -10
right_child=1 2 3 -5 -6 24 7 -9 29 10 -12 12 13 18 15 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013477072927519749 -0.00096748085996036567 0.00081037238926490065 0.0011894561650520866 -0.0011812910420678439 0.00059565497030708711 0.001153231804177935 -0.0011858282181544571 0.0011881402803729649 0.00025786376245119739 0.00059792780286624912 -0.0011352914953376651 -0.001346982149780653 0.00061266338982339085 -0.001354052964812763 0.00084032060217811432 -0.0012198363943450145 -0.001346462074099301 0.0013492348976720694 -0.0013487731086358895 -0.0013478338196812407 0.0010264731921929586 0.00056923953470170482 0.0012282712633787803 1.7826277630299592e-06 0.00029303476013387036 0.00054099315305563092 -0.0012881575295313158 -0.0010921445677379849 -0.00021210450019110217 -0.00048737483277646525
leaf_weight=0.031721949981374675 0.057363610476556803 0.047931680207511818 0.059792051285512571 0.0062382122414419419 0.011154656672260899 0.023354990371444728 0.04180418472378733 0.0080729411840820831 0.31425131766013692 0.075998265913881258 0.025869346611216315 0.039612096712232758 0.069336865444711293 0.019293303150334395 0.030627191424343891 0.032371024771236989 0.0094596055238866938 0.0047649517655372611 0.018801829279254889 0.015147110113218787 0.021837644898823783 0.010580667799331422 0.027821892726933584 0.05001353094849037 0.012903790156997275 0.025432088950765319 0.041849151648420957 0.033408258311283245 0.02403762503672624 0.043136455164017207
leaf_count=130 201 126 205 4 15 40 317 15 521 135 165 445 123 11 76 521 305 2 41 117 16 32 18 37 28 27 63 61 9 104
internal_value=0 -6.68014e-06 0.000364579 0.00096548 -0.000842128 0.000138507 -0.000101116 -0.000801586 -6.22835e-05 -0.000213987 -0.000124857 -6.79174e-05 -0.000200014 -1.20385e-05 -0.000628369 -0.000259751 0.000324288 -0.000890196 -0.000232018 -0.000114125 5.51539e-07 -0.000158208 3.11783e-05 0.000440185 -0.000113917 -0.000453557 -0.000915513 -0.000692531 0.000460731 0.000167914
internal_weight=0 1.19111 0.24154 0.0660303 0.0428766 0.175509 0.949572 0.0498771 0.899695 0.542307 0.484944 0.459074 0.383076 0.266241 0.116835 0.0772228 0.0400868 0.037136 0.196904 0.178102 0.162955 0.141118 0.121824 0.0778354 0.127578 0.080185 0.0547529 0.0439889 0.0473926 0.357388
internal_count=3910 3765 502 209 145 293 3263 332 2931 2306 2105 1940 1805 456 1349 904 381 523 333 292 175 159 148 55 167 118 91 93 49 625
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=45 14 10 124 38 3 1365 40 1373 1455 1 13 52 133 3 453 1348 484 457 480 13 48 15 1374 457 1 160 0 132 39
split_gain=0.00360959 0.00592051 0.00382927 0.00355644 0.00843273 0.00521812 0.00533072 0.00424876 0.00418281 0.00410486 0.00389924 0.00382079 0.00391643 0.00604933 0.00413548 0.00407797 0.00486095 0.00526932 0.00653363 0.00476411 0.00423788 0.00519029 0.00478719 0.00556409 0.00653903 0.00766639 0.00547648 0.00537431 0.00516828 0.00524964
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.048219999999999992 0.098160000000000011 0.30601500000000009 1.0000000180025095e-35 -0.025204999999999995 0.099250000000000019 -1.0000000180025095e-35 0.099595000000000017 -0.5337599999999999 -0.42985499999999993 -0.26719999999999994 -0.5217799999999998 0.10097500000000002 0.089175000000000018 -0.0043499999999999988 0.12931000000000001 0.10412 -0.10241499999999999 0.09227500000000001 -0.052074999999999989 -0.094679999999999986 0.081330000000000013 0.10113500000000002 -0.078874999999999987 -0.23129999999999998 0.080815000000000012 0.16168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 8 -7 9 -5 -2 -11 14 -14 -13 16 17 18 19 -15 21 -19 23 -22 25 -25 -27 -24 29 -29
right_child=1 2 -4 5 -6 7 -8 -9 -10 11 -12 12 13 15 -16 -17 -18 20 -20 -21 22 -23 27 24 -26 26 -28 28 -30 -31
leaf_value=0.0031277548590770837 0.00076972561343536649 0.0017282633185081526 -0.0031295403195315016 -0.0031271145668058894 -0.0027610844914030112 -0.0027668018493432153 -0.0031275235644946369 0.0031266551756756007 -0.0031279178018312334 -0.0030024844787712433 0.0031266439957693642 0.0031296896592716054 -0.0029252337140308589 -0.0031275983986751759 -0.0031265263215852429 -0.0029874416171797947 0.0031274598905486435 0.0015194381709042765 0.0031116436761176114 0.0012170875229130442 -0.0012111944843811943 -0.00083336159045559947 0.0031277322969554128 -0.00094363868493717556 0.0025411928135271634 -0.00095725223233662511 0.0017049572582295035 -0.00086811024532222288 0.0013595423424123663 0.0023888603071458565
leaf_weight=0.003502908381051383 0.020344125060546503 0.001911980205477449 0.0092864738569176097 0.0042137032040230329 0.0051419800786334227 0.0014103651433288187 0.005782718147202103 0.0078368391247636282 0.0044028799729574066 0.0041510705630116709 0.010346631451341182 0.0012212214060127735 0.00645946559423649 0.012532732441968619 0.0066766401955860033 0.0040450968281220403 0.005342123139598697 0.042407723733163039 0.0025639138650745954 0.0030701865600235587 0.015347646993177477 0.011685912875691429 0.004144700651522725 0.026134235888541468 0.017487161834424114 0.0094544800416542785 0.037485123947533339 0.10349665757232884 0.013142357308538521 0.0050724974189506602
leaf_count=15 73 8 114 186 37 4 67 129 27 8 200 1 207 415 289 16 30 89 7 31 20 21 20 307 51 53 115 1225 131 14
internal_value=0 -5.91234e-05 -0.00230014 4.9949e-06 0.000943612 -8.95953e-05 -0.000151473 0.0022278 -0.000100936 -6.12869e-05 0.0015643 -2.23665e-05 1.53755e-05 6.9066e-05 -0.00215915 0.000130779 0.000171551 0.000119612 -0.00151279 -0.00227269 0.000223354 0.00101116 3.94809e-05 0.000529213 0.000824165 0.000413266 0.00116874 -0.000372631 -0.00049183 -0.00071594
internal_weight=0 0.402599 0.0111985 0.3914 0.0358327 0.355567 0.34632 0.0092472 0.340538 0.336135 0.0306908 0.331921 0.32777 0.319872 0.00789786 0.313413 0.309367 0.304025 0.0181668 0.0156029 0.285858 0.0540936 0.231765 0.105909 0.090561 0.0730738 0.0469396 0.125856 0.121712 0.108569
internal_count=3910 3895 122 3773 310 3463 3330 133 3263 3236 273 3050 3042 2752 290 2545 2529 2499 453 446 2046 110 1936 546 526 475 168 1390 1370 1239
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=51 12 2 124 43 16 42 376 133 132 50 1373 146 1 12 0 2 0 0 48 52 48 474 4 4 160 1 15 12 15
split_gain=0.00335777 0.00471855 0.00454988 0.00409806 0.00417159 0.00430577 0.00422198 0.00677764 0.00655416 0.00608132 0.00463366 0.00436891 0.00381685 0.005935 0.00535753 0.0048508 0.00449538 0.00647702 0.00675957 0.00628781 0.00813913 0.00613339 0.00607245 0.00570948 0.00552744 0.00548141 0.00724824 0.00662685 0.00541911 0.00443279
threshold=-0.40274499999999996 0.10333000000000002 0.16971500000000003 0.51367000000000018 0.24789500000000006 -0.5152199999999999 -0.10770999999999999 0.08801500000000001 0.098810000000000023 0.080815000000000012 0.14262000000000002 0.099250000000000019 0.10949000000000002 0.12263000000000002 0.11655500000000001 -0.14867499999999997 0.10184000000000001 0.15480500000000005 -0.073129999999999987 0.12675000000000003 0.11588000000000002 0.10885500000000002 -1.0000000180025095e-35 0.18622000000000002 -0.37626499999999991 -0.15845999999999996 0.099115000000000023 0.084050000000000014 0.091405000000000014 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 3 4 6 -6 9 8 10 -2 11 12 13 14 16 -15 17 18 21 20 22 25 -18 -22 28 -8 27 29 -20 -27
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 15 -16 -17 19 -19 24 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.003521544274329253 -0.0028426190373487905 0.0012837700511762846 0.0035215553118713864 0.0032163582398923272 0.0028172974248545746 -0.0033774895237561556 -0.0034970184938087636 0.0033957558565735615 -0.0027414044758124188 0.0032195797409915725 -0.0035219050437642098 -0.0035223234881978931 -0.0027657744666065571 -0.00061668921038281362 -0.0031089534638096923 0.0026581333314672907 -0.0032724622011686558 -0.0025784872790088603 -0.0022859313353814827 -0.0018500226776277844 -0.0035227525689425793 -0.0035238420384375766 0.001882051451767155 0.0015391815863509879 0.0018625511703393087 -0.00032223230191869771 0.0020936417623115349 -0.0035212460379289243 0.0017132791909886423 0.0032658110320100938
leaf_weight=0.0075843008124110156 0.012379331821222195 0.0038014956943754896 0.0045511469421626307 0.0047884065488688057 0.0016757690107169773 0.0081648510138023767 0.0060044794382321234 0.0074709004830424411 0.010428371626947097 0.0024577022774110455 0.004335401082983025 0.0039832550029359473 0.0053335720294853664 0.007683830192036111 0.0063631672514361517 0.020718032336048964 0.002967533214359718 0.012620666916802747 0.0097565149740148627 0.009666603460573242 0.0070923125873747495 0.0073839395736285942 0.062123825883020345 0.0045216717678329132 0.036182667168077387 0.085304293247933316 0.016740677919756308 0.007821232748522533 0.0073708335758055901 0.004491475020984125
leaf_count=117 173 28 93 11 5 218 229 70 515 17 32 24 9 30 35 155 51 25 90 23 35 41 340 37 149 750 50 534 11 13
internal_value=0 -0.00191714 2.29343e-05 -1.94324e-05 -6.11911e-05 -0.00232257 4.18101e-07 7.9188e-05 6.07452e-06 -0.00183844 9.33034e-05 0.000141659 0.000187246 0.000237276 8.50694e-05 0.00177216 0.000157643 -0.000140198 2.97645e-05 0.00082551 0.00116269 -0.00040963 0.00164706 -0.00155199 0.00108268 -0.00021858 -4.64419e-05 -0.000413452 -0.000564853 -0.000142763
internal_weight=0 0.0113858 0.380382 0.375831 0.371043 0.00984062 0.361202 0.346365 0.338894 0.014837 0.328466 0.324131 0.320147 0.314814 0.286412 0.0284019 0.280049 0.193677 0.181056 0.0863719 0.0767053 0.127746 0.0650914 0.011614 0.05331 0.120362 0.114358 0.097617 0.0171273 0.0897958
internal_count=3910 145 3765 3672 3661 223 3438 3248 3178 190 2663 2631 2607 2598 2413 185 2378 1892 1867 486 463 1617 391 72 250 1576 1347 1297 101 763
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=1212 472 15 481 457 1 0 16 1429 1212 132 42 133 52 3 12 4 2 13 4 47 151 42 130 12 4 4 151 448 150
split_gain=0.00319322 0.00315404 0.00326869 0.00350563 0.00320519 0.00317378 0.00672441 0.00542347 0.00521527 0.00477465 0.00430226 0.00402104 0.0048239 0.00517528 0.0048336 0.00772857 0.00544144 0.006951 0.00515058 0.00391604 0.00371023 0.00533891 0.00475706 0.00418774 0.0059745 0.00409977 0.00747848 0.0064024 0.00663468 0.00633825
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.47308999999999996 1.0000000180025095e-35 0.53894500000000012 1.0000000180025095e-35 -0.089879999999999974 -0.50763499999999995 0.086185000000000012 1.0000000180025095e-35 0.079995000000000011 -0.089024999999999979 0.10599500000000002 0.11401500000000002 0.10666500000000002 0.098845000000000016 -0.060264999999999992 0.10045500000000002 -0.083654999999999993 -0.0031049999999999997 0.086425000000000016 -0.087654999999999983 -0.11403999999999999 -1.0000000180025095e-35 0.10333000000000002 0.0057500000000000008 -0.0025899999999999994 0.061545000000000009 -0.083779999999999979 0.11456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 11 20 -8 13 14 15 16 -13 18 -18 -20 21 -7 -23 -22 -25 26 27 28 -24 -27
right_child=1 2 3 -5 -6 10 9 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 23 22 25 24 -26 29 -28 -29 -30 -31
leaf_value=-0.0031888257900867141 -0.0031890495083722568 0.00318920093421781 0.001129471262736505 -0.0031900787772030058 -0.0026990905395169068 0.0020747250718806038 -0.0024649454032960915 -0.0028043113981522667 0.0031934421821312718 -0.0031895680701406861 0.0019682187399786078 0.0014956618834304322 -0.0021838306811986074 -0.0031906285929214654 0.0028778389542712776 -0.003191469631067615 -0.0031891352868324632 -0.0031987428124591378 -0.0011872216324675046 0.0029258096013342776 -0.0031920873900815753 -0.0031718706240537837 -0.0031902630363754799 -0.00060247170941162248 0.0025181396224281858 0.0017282173223093996 -0.0025005479263170904 -0.0022837975384990966 0.0010532869261507954 -0.0003206598670805843
leaf_weight=0.0032247034241414943 0.0031309044822265255 0.0032885097094492713 0.0055107125057531894 0.0034769302517219094 0.0043330112202966111 0.017846055081577106 0.0053711719050113507 0.021434571183235107 0.0015826239250600329 0.0044017319304678884 0.014356753905985897 0.039157151044772562 0.006863729263560713 0.0034917349386631704 0.0097207689832430333 0.0053831671170740938 0.0027151255353636767 0.0066915901070956343 0.0033488567734707439 0.0079151532644346143 0.0052904280466918854 0.004075549456075577 0.0040811768980120169 0.052569960688884976 0.0070763306463277323 0.038369368642094059 0.011988329134908327 0.0085457923833587301 0.045527829247163254 0.025582813259461545
leaf_count=282 195 119 36 96 15 98 151 378 1 283 152 187 209 76 8 47 146 58 57 25 13 27 20 266 29 200 85 47 537 67
internal_value=0 -2.36504e-06 2.46006e-05 -3.7784e-06 2.67216e-05 5.96305e-05 -0.000354088 -0.00171169 -0.00239192 5.33341e-05 0.000276921 0.000210786 0.000379297 0.000603625 0.000780433 0.000467781 0.000797031 -0.000526405 0.0007528 0.00170298 0.000167027 0.000433577 0.000221608 -0.000473388 -0.000232248 0.000324745 -0.000207581 0.000265102 0.000704183 0.000908604
internal_weight=0 0.373128 0.369997 0.366708 0.363231 0.358898 0.123588 0.0285279 0.0230172 0.0950602 0.23531 0.0906584 0.0852873 0.0784235 0.0749318 0.065211 0.0598279 0.0206707 0.0139791 0.011264 0.220954 0.156017 0.138171 0.0649367 0.0596463 0.134095 0.0701431 0.0581548 0.049609 0.0639522
internal_count=3910 3628 3433 3314 3218 3203 1662 415 379 1247 1541 964 813 604 528 520 473 286 228 82 1389 1081 983 308 295 956 689 604 557 267
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=1426 4 482 133 52 52 1374 42 156 123 160 403 151 47 454 13 151 146 1 151 48 1374 42 0 0 48 47 15 150 43
split_gain=0.00313729 0.00407823 0.00398578 0.00342665 0.00374375 0.00337662 0.00317485 0.00329796 0.00513003 0.00493277 0.00440833 0.00585924 0.00863135 0.00419202 0.00411035 0.00407474 0.00432987 0.00484263 0.00533383 0.00551939 0.0050961 0.0059646 0.00479178 0.0054897 0.00562798 0.00473032 0.00430305 0.00429524 0.0047931 0.00426008
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 -0.26719999999999994 -0.42985499999999993 -0.53221999999999992 0.090240000000000015 -1.0000000180025095e-35 0.013700000000000002 0.087855000000000016 -0.082234999999999989 0.07955000000000001 -0.086249999999999979 0.11566000000000001 0.086995000000000003 -0.5337599999999999 -0.084764999999999993 0.10949000000000002 0.099595000000000017 -0.075719999999999996 0.099240000000000009 -0.094679999999999986 0.084100000000000022 -0.071924999999999989 -0.017269999999999997 0.12675000000000003 0.10976000000000001 -0.091024999999999981 0.082085000000000019 -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=-1 2 3 5 -5 -2 7 8 13 10 11 12 -9 -6 -14 -12 27 18 19 -18 21 -21 29 -24 -25 26 -20 28 -17 -23
right_child=1 -3 -4 4 6 -7 -8 9 -10 -11 15 -13 14 -15 -16 16 17 -19 25 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043846968060578615 0.0042921506800862978 0.0028993827129374836 -0.0039910634080086013 -0.0035483647933312748 -0.0025263880046990689 -0.0043787208615663972 -0.0027798836309079946 0.0023476147448798544 0.0027354039094537276 0.0043197421728434519 -0.0029270148483322824 0.0030591242583450661 -0.0043102711471581555 0.00074809181080007084 0.0042790930123999182 -0.0013779547784491131 0.0035716464630254027 -0.0037865421454050044 0.0029565066444899586 -0.0041003550468276485 0.0037371465927567319 0.0035878839467970362 -0.0037767616280990337 0.0036281890988947045 -0.0015071831190652176 -0.0003220793614533653 -0.00026035224358658416 -0.0026792806545131911 0.003201234818613972 0.00033555064346094631
leaf_weight=0.0031565365491488242 0.0010100867000346625 0.0090476373919727848 0.0049142045748169485 0.0054777690869975961 0.026166910386571374 0.0058061682591628019 0.0071767120285244337 0.0058687806130137679 0.0061346471207315281 0.0058277032184150803 0.0067075608276354606 0.0047565592511205059 0.016837953518873405 0.010493818985082726 0.0011395745468689702 0.010727651016935624 0.0094103716287463612 0.00438489260704955 0.046848289808394838 0.0068041845258335334 0.0069392108671877386 0.0086704417044529691 0.011262236816445885 0.0059048693621761563 0.013290423103057954 0.015475017516109801 0.0095985118198314012 0.014925604867343623 0.0073997037486606123 0.070067139770756626
leaf_count=79 7 212 150 256 735 221 61 74 59 89 16 23 414 23 5 64 41 7 230 19 44 30 492 132 39 41 33 91 26 197
internal_value=0 -1.96288e-06 -7.6958e-05 -2.12234e-05 4.06852e-05 -0.0030938 9.97564e-05 0.00016322 -0.000969186 0.000334555 0.000250718 -0.00137648 -0.00226124 -0.0015891 -0.0037658 0.000438075 0.000531459 0.000764619 0.000862315 0.000340929 9.36321e-05 -0.000124327 0.000123428 -0.0013508 7.25637e-05 0.00182176 0.00240949 -0.000940428 0.0004913 0.000693692
internal_weight=0 0.359075 0.350027 0.345113 0.338297 0.00681625 0.332819 0.325642 0.0427954 0.282847 0.277019 0.0286029 0.0238463 0.0366607 0.0179775 0.248416 0.241709 0.208656 0.204271 0.132349 0.122939 0.115999 0.109195 0.0304575 0.0191953 0.0719218 0.0564468 0.033053 0.0181274 0.0787376
internal_count=3910 3831 3619 3469 3241 228 2985 2924 817 2107 2018 516 493 758 419 1502 1486 1305 1298 994 953 909 890 663 171 304 263 181 90 227
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=52 133 1 50 160 1446 106 12 38 3 151 49 4 47 3 0 3 149 41 1 2 1374 0 16 4 133 43 43 0 49
split_gain=0.0119207 0.0144439 0.0124448 0.013573 0.0169435 0.0130928 0.0100232 0.014006 0.0173391 0.0147244 0.0124997 0.0126144 0.0125294 0.0134625 0.011487 0.0128674 0.012023 0.0107116 0.00970548 0.00964171 0.00927983 0.00919244 0.0125277 0.0116423 0.0144588 0.0153157 0.0178175 0.0134049 0.0137657 0.0121435
threshold=-0.42985499999999993 -0.26719999999999994 0.094385000000000011 0.086465000000000014 0.091575000000000017 0.091520000000000018 0.091500000000000012 -1.0000000180025095e-35 0.10386000000000002 0.16699000000000003 -0.40391999999999995 0.10581000000000002 -0.17479499999999998 0.13252500000000003 0.11818000000000002 -0.230625 -0.074234999999999982 0.11234000000000001 0.082980000000000012 0.095825000000000007 0.113945 -0.094679999999999986 -0.23029999999999998 -0.5152199999999999 -0.060264999999999992 0.10599500000000002 0.0050750000000000005 -0.081434999999999994 -0.087899999999999992 -0.084934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 18 6 7 8 -4 10 -9 12 -12 14 15 -14 17 -17 21 -18 -21 -3 -23 -24 25 26 27 -25 -29 -26
right_child=1 2 5 -5 -6 -7 -8 9 -10 -11 11 -13 13 -15 -16 16 19 -19 -20 20 -22 22 23 24 29 -27 -28 28 -30 -31
leaf_value=-0.0009346117115268238 -0.0012107277350401565 -0.0013506399683034067 0.0010130556988679641 -0.0011921379344145241 -0.00086265062509530979 -0.0013037844624753283 -0.00094846005136060092 -0.0013473684609153764 -0.00050224099281546075 0.0010978111017897895 -0.0013473846021967667 0.0008445493557167475 0.0013484536270652291 -0.0013481878155082313 -0.00053847648575551033 0.00054332788887325541 0.0010970391113283059 -0.00093286660815329419 -0.0013467433257403081 -0.0010739548193060037 0.00071861273769704785 0.0009046770320914276 0.0011527854013455515 0.00037128745352328683 -0.0013476173826407365 -0.0013489919906328573 0.00098304327250322231 0.00017692455987434132 -0.0012904257859324146 -0.00021408645068765765
leaf_weight=0.025789026945801652 0.017680589395979496 0.0084381324036257865 0.073504048547761158 0.020919048138040353 0.045295452432867478 0.010364797404122328 0.012688402524872799 0.011396584763133433 0.016808073106403754 0.025729991147500186 0.012265593800293573 0.034967852479894646 0.018451344029017491 0.011742421971575823 0.03725790017779218 0.092124636124367498 0.0060848565171909277 0.0098575628944672644 0.0093794381998577592 0.028114988770312266 0.0064277879387191197 0.02998209277211572 0.015135475881379534 0.076292415640523359 0.01966373107597974 0.010860562489128256 0.049231504069439325 0.023491504854860068 0.02284541281775887 0.13240255146860136
leaf_count=353 227 36 332 445 194 33 28 23 28 80 22 39 27 21 37 222 6 4 53 78 30 37 27 142 59 226 94 65 380 562
internal_value=0 -6.3587e-06 1.80687e-05 -0.000132702 -8.26765e-05 0.0001896 0.000228548 0.000267365 0.000731042 0.000125135 3.19912e-05 9.30884e-05 -2.51022e-05 5.21065e-05 0.000135018 0.000290815 0.000153975 0.000400639 6.15235e-06 -0.000465196 -0.00074039 3.88281e-05 6.96898e-05 -1.85356e-06 -5.40538e-05 0.000201116 0.000299074 2.4483e-05 -0.000546521 -0.000360664
internal_weight=0 0.889405 0.871724 0.463937 0.443018 0.407787 0.397422 0.384734 0.0903121 0.294422 0.268692 0.257295 0.222327 0.210061 0.198319 0.161061 0.14261 0.101982 0.397723 0.0406276 0.0345428 0.388343 0.379905 0.349923 0.334788 0.182721 0.171861 0.122629 0.0463369 0.152066
internal_count=3910 3557 3330 2320 1875 1010 977 949 360 589 509 486 447 425 404 367 340 226 1681 114 108 1628 1592 1555 1528 907 681 587 445 621
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=31 2 1446 12 147 1 456 106 43 1 42 0 13 16 12 42 1 44 403 475 160 2 401 48 1 14 48 124 3 149
split_gain=0.0118212 0.0123727 0.0130729 0.013116 0.0123851 0.0116094 0.0106468 0.0105479 0.0103304 0.0113236 0.0127654 0.0119787 0.0134968 0.0108816 0.0105903 0.0121323 0.0102132 0.0143638 0.0101657 0.0168874 0.0100873 0.0101998 0.00998896 0.00926182 0.014754 0.0175396 0.0197176 0.00919695 0.00847949 0.0081946
threshold=-1.0000000180025095e-35 0.091985000000000011 0.091660000000000005 0.099170000000000022 -1.0000000180025095e-35 0.11899000000000001 1.0000000180025095e-35 0.091500000000000012 -0.044024999999999988 0.091655000000000014 -0.09602999999999999 -0.074249999999999997 -0.10241499999999999 0.15737500000000001 0.084535000000000013 0.090750000000000011 0.14000500000000002 0.084245000000000014 -1.0000000180025095e-35 -0.086424999999999988 0.11161500000000001 0.090905000000000014 0.084260000000000015 0.12862000000000004 0.10420500000000001 -0.46637499999999993 -0.086624999999999994 0.11158000000000001 -0.15121499999999996 0.11108000000000001
decision_type=2 2 2 2 2 2 2 2 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 4 -3 27 18 -1 9 10 -6 12 -12 14 16 -16 17 23 19 -2 21 22 29 24 -10 -26 -27 -5 -11 -20
right_child=1 2 -4 5 8 -7 -8 -9 13 28 11 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011523617400782302 0.0011121973960400505 -0.0011056729312718511 -0.0011233925636277252 -0.00071548816114003948 -0.0011499535804530678 0.00091193907835733295 -0.0011313787885789831 -0.00071227649472413858 -0.0001346727432055276 -0.00039695294501748191 0.00075119498955839709 0.00066908256392012434 -0.0011494351442481879 -0.00047169786237222125 0.00094966485203429167 -0.00068463547111013881 0.0010068604877529264 -0.00094587364645131475 6.4352540602975806e-05 -0.0010124409075794526 -0.00095671492421258971 -0.00097479931655553595 -0.0011030819888213186 -0.00058854868541156902 -0.00070115160506228674 -0.00086559690796731727 0.0010956114588473358 0.00080085450308957004 0.0011259775636441201 -0.00081868610080123639
leaf_weight=0.019342926409308348 0.0057739021522138492 0.0096585989488175983 0.011667350447851277 0.050840762501053405 0.0080143477238152627 0.0081022166418733832 0.015220748693252517 0.0050481789476179975 0.079265384082646051 0.0054854481750226105 0.0083628967322511016 0.052250751466658585 0.012012689391838194 0.039251250540530691 0.037327404086283877 0.0071408825974970105 0.014263485204537574 0.019103846963844262 0.31255272533007883 0.034050328047555922 0.017044012957967425 0.015124719750701843 0.01069374347878238 0.02221025066319271 0.011677004048578965 0.0077840660596848457 0.051664919015138366 0.0058898616407532236 0.040046204043392208 0.014512056089188263
leaf_count=92 6 17 73 297 40 47 178 21 86 17 7 91 155 172 70 75 53 25 1052 713 83 58 143 21 18 15 113 7 153 12
internal_value=0 -4.37342e-05 7.83725e-05 0.000106967 0.000180302 -0.000374352 -0.000187979 0.000766441 0.000210169 0.000484512 0.000225919 0.000377748 -0.000369346 9.06807e-05 0.000178823 0.000687223 6.90603e-05 -7.14963e-07 -0.000152935 -0.000704401 -9.35675e-05 -5.18781e-05 -1.05499e-05 0.000103897 0.000206159 0.000585995 0.000838817 -0.000558059 0.000942502 2.51716e-05
internal_weight=0 0.926992 0.50202 0.490352 0.425519 0.0648328 0.424972 0.0243911 0.415861 0.126172 0.0806407 0.0726263 0.0203756 0.289688 0.250437 0.0444683 0.205969 0.191705 0.409751 0.0398242 0.369927 0.352883 0.337759 0.172602 0.150391 0.071126 0.059449 0.0567306 0.0455317 0.327065
internal_count=3910 3797 1552 1479 1128 351 2245 113 1111 463 293 253 162 648 476 145 331 278 2067 719 1348 1265 1207 253 232 146 128 304 170 1064
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=124 38 52 133 3 1 1365 31 1455 1213 475 1 9 1348 484 457 480 150 39 42 132 51 1 51 131 133 16 0 52 52
split_gain=0.012099 0.0188152 0.011869 0.0120104 0.0114511 0.0144874 0.012286 0.0103886 0.00970521 0.00968583 0.0138366 0.0089158 0.00880103 0.00841409 0.0130492 0.0135185 0.00905615 0.00864443 0.00921981 0.0128794 0.0139623 0.0107261 0.011516 0.0112268 0.0111643 0.0104403 0.0105724 0.0182477 0.0135353 0.0108467
threshold=-0.048219999999999992 0.098160000000000011 -0.42985499999999993 -0.26719999999999994 0.24227500000000002 0.11287500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.099595000000000017 -0.01257 0.084895000000000012 -0.0043499999999999988 0.12931000000000001 0.10412 0.15024000000000001 0.15608500000000003 -0.10770999999999999 0.080815000000000012 0.14795500000000003 0.10420500000000001 -0.097124999999999989 0.08844500000000001 0.10681500000000001 0.0015250000000000001 0.12500000000000003 -0.087094999999999992 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 6 -6 7 -5 -9 10 -10 -1 -11 14 15 16 -14 18 19 20 -16 22 23 -21 25 26 27 28 -25 -30
right_child=2 -3 3 4 5 -7 -8 8 9 12 -12 -13 13 -15 17 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00029940236044875232 -0.0011375418261234849 -0.001210948068033506 -0.001276117381184675 0.0013787546969566543 -0.00048998805770254555 0.0013738863361953603 -0.0013745324592687161 -0.0013740752193526025 0.0013744258333573437 -0.0011783403850597843 -0.001238100310253263 0.0012105070481463033 -0.001374026548296428 0.00090448298547388811 -0.0013754076265708719 0.0013519961334543117 0.00045023105415132724 -0.0011822889440475976 0.0013772088909922782 -0.0013735979004652341 0.0010002775670483409 -0.0013070694001998924 0.00041267686165739881 -0.00095563311285029367 -0.0010322076040378007 -0.0013753610730202483 0.0004785814244076136 -0.0013808499022806247 0.00031775732900745285 -0.0005175568346018597
leaf_weight=0.053679927737448452 0.019886787599290301 0.011720685848331414 0.015099654941252538 0.0094406308271572925 0.012006557371933013 0.022757301780984562 0.013485091461006959 0.01061045371713476 0.0045303136575967065 0.012091269682059647 0.024398689883781799 0.032498586695282938 0.03001231368583035 0.018978442350544356 0.022242393083530487 0.0049716827563770485 0.0061860614448221432 0.010914857964507974 0.0097131286192961852 0.011334761007333327 0.0058992902540921923 0.010387001165668153 0.15831527339059903 0.022374907033622549 0.018293804801487568 0.0092012128722274156 0.10138194623073105 0.017964779159228783 0.16558510855406894 0.03559767733943886
leaf_count=78 347 37 221 22 16 129 59 145 4 6 528 204 404 49 91 7 31 11 26 73 16 35 241 56 181 210 96 8 350 229
internal_value=0 0.00042103 -9.01479e-05 -6.35723e-05 -3.97534e-05 0.000730151 -7.62222e-05 -5.19201e-05 -7.0917e-05 -5.11745e-05 -0.000828976 0.000642987 -1.76633e-05 3.62128e-06 -2.3077e-05 -0.000770727 -0.00106227 2.82923e-05 5.07528e-05 2.84843e-05 -0.000877397 7.47985e-05 0.000101377 -2.77279e-05 1.34577e-05 6.77857e-05 0.00010651 -4.96716e-05 5.73e-05 0.000169955
internal_weight=0 0.0978992 0.803661 0.783775 0.768675 0.0347639 0.733911 0.720426 0.710985 0.700375 0.028929 0.0861785 0.671446 0.659355 0.640376 0.0411701 0.0361984 0.599206 0.588291 0.578578 0.0281417 0.550436 0.540049 0.381734 0.370399 0.352106 0.342904 0.241522 0.223558 0.201183
internal_count=3910 319 3591 3244 3023 145 2878 2819 2797 2652 532 282 2120 2114 2065 442 435 1623 1612 1586 107 1479 1444 1203 1130 949 739 643 635 579
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=1456 151 1213 475 1 13 43 133 132 52 12 38 39 47 13 48 2 43 457 448 50 160 0 3 49 4 4 3 49 2
split_gain=0.00926204 0.0115102 0.00973987 0.0114543 0.00996105 0.00987488 0.00914752 0.00914464 0.0100694 0.0131778 0.012536 0.0113941 0.0120956 0.0126078 0.0107198 0.0126171 0.0100277 0.012021 0.0102458 0.0107428 0.00980762 0.0114731 0.00966949 0.00937207 0.0107323 0.0102379 0.0130134 0.014424 0.0149776 0.012355
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.12730000000000002 -0.052124999999999998 0.24789500000000006 0.13493500000000003 0.079995000000000011 -0.37613999999999997 0.080120000000000011 1.0000000180025095e-35 0.085060000000000011 0.11939500000000002 -0.10241499999999999 0.09227500000000001 0.11635500000000001 0.088185000000000013 -0.0015249999999999997 -0.079254999999999978 0.086465000000000014 0.031805000000000007 -0.23274999999999998 -0.097604999999999983 -0.097604999999999983 -0.23071499999999998 -0.084009999999999987 -0.075954999999999981 -0.078209999999999988 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 8 9 -4 -10 12 13 14 15 -11 17 18 19 -16 22 -22 -20 -24 -25 -26 -27 28 -28 -29
right_child=2 -3 4 -5 5 -7 -8 -9 10 11 -12 -13 -14 -15 16 -17 -18 -19 20 -21 21 -23 23 24 25 26 27 29 -30 -31
leaf_value=0.00034364215742063069 0.001269551454063557 -0.0012692891913279724 -0.0011236768845239978 -0.0010797215998782207 0.0010229069119590966 0.00013862132756134349 -0.00086416756558024344 -0.0012600819242140262 0.0011244052988156506 0.00067104189253074131 -5.4003639018013883e-05 -0.00087728178851145951 0.00072210781172403319 -0.0012704412134805091 0.000990780067726146 -0.00041151824705058744 0.00065325916459130749 -0.0011145569172602168 0.0011041946398568031 -0.0010850911367152926 -0.0012698776313028702 0.00085903383630900278 0.00043661329545461078 -0.0010104936593448245 -0.0012696939086871233 0.0010078486894196847 0.000668407849813869 -0.0011241442933755553 -0.0012688988319783157 0.00026342770552512833
leaf_weight=0.011018535531434281 0.0039019231917336574 0.020100279813576094 0.01710110469869619 0.023121709401166868 0.029918665721538673 0.063279963713057441 0.020049216253426039 0.0090464577866953277 0.02865307192223554 0.071000262503162048 0.029444696158520856 0.022488382257506601 0.039230570437439383 0.012438348315754411 0.0047321619526883288 0.022905605967025622 0.028436827372956941 0.018868618035426721 0.013642061224345525 0.026286678294866306 0.018143942199685625 0.0052504580285130933 0.063069808906448088 0.019785639137808175 0.010085287876904658 0.019973394010747825 0.0084830720006721094 0.011419937321079487 0.026388607107548978 0.10741229266429286
leaf_count=41 4 328 282 551 182 149 194 314 72 87 123 51 165 31 8 30 76 35 34 164 172 14 111 49 37 104 12 28 300 162
internal_value=0 -0.000698183 7.51889e-06 -0.000740512 3.45604e-05 0.000422495 -2.0694e-05 5.96741e-06 2.42856e-05 -2.72298e-05 0.000527172 6.8593e-06 4.45482e-05 -9.88516e-06 2.30624e-05 0.000406983 -7.13208e-05 -0.000129602 -7.40707e-05 -0.000768401 -3.14369e-06 -0.000792081 6.2712e-05 9.42239e-06 -0.000122944 -2.73814e-05 4.47586e-05 -8.03923e-05 -0.000797619 0.00013008
internal_weight=0 0.0311188 0.774559 0.0270236 0.747535 0.0931986 0.654337 0.634287 0.625241 0.567143 0.0580978 0.550042 0.527554 0.488323 0.475885 0.0939059 0.381979 0.353542 0.334673 0.0310188 0.303655 0.0233944 0.28026 0.266618 0.203548 0.183763 0.173677 0.153704 0.0348717 0.118832
internal_count=3910 369 3541 555 2986 331 2655 2461 2147 1952 195 1670 1619 1454 1423 117 1306 1230 1195 172 1023 186 837 803 692 643 606 502 312 190
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=1 3 47 15 47 133 3 12 47 50 48 2 1 50 49 13 4 15 4 4 48 1374 15 4 16 52 148 12 51 11
split_gain=0.0142541 0.0160188 0.0199974 0.0176018 0.0170937 0.0153302 0.0194246 0.0172279 0.012971 0.0137734 0.0140639 0.0140098 0.0125555 0.0187028 0.0131031 0.0167297 0.013485 0.0145721 0.0189603 0.0137585 0.0117684 0.0157059 0.0198875 0.0119256 0.0105972 0.0127991 0.0146409 0.017227 0.0099873 0.00939106
threshold=0.10444500000000001 -0.115685 0.09252500000000001 0.10043500000000001 0.085165000000000018 0.10681500000000001 0.11476000000000001 0.095295000000000019 0.084155000000000021 0.11843500000000001 0.12862000000000004 0.114165 0.099595000000000017 0.086465000000000014 1.0000000180025095e-35 0.11596500000000001 -0.41745999999999994 0.084050000000000014 -0.017449999999999997 -0.0040999999999999986 0.099240000000000009 -0.094679999999999986 -0.089594999999999994 0.035895000000000003 0.050115000000000007 0.13709500000000002 -0.080629999999999993 0.11540500000000002 0.14743000000000003 0.077165000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 29 6 7 12 9 10 11 24 13 14 15 16 -3 18 -18 -20 21 -21 -23 -24 25 26 -2 -28 -12 -1
right_child=8 2 -4 -5 -6 -7 -8 -9 -10 -11 28 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00015324999650699408 -0.00070811258474293701 -0.0011577230720574254 -0.0011099281939775791 -0.0012205096902868401 0.0010424761318035226 -0.0012136019275215979 0.00062239384937504149 -0.0012215798597774484 -0.0001217297195875204 -0.00072994853121226895 -0.00092752433055272082 0.0010639644889717411 0.00083446844610534331 -0.0012209008607222648 -0.0006950698462902282 0.0010942273968121631 0.00055934028446375146 -0.0012203363457185517 -0.0009222490054320837 -0.0012248853204463259 0.0010293443782510435 0.00054764794312243861 -0.0012202183224306424 0.00019923505922079886 -0.00057786318025777569 -0.00073391579740173321 0.0011775487250455156 -0.00022385653020681474 0.00037955668176057759 -0.0007064970943015781
leaf_weight=0.11014954131599097 0.01033994011595496 0.016008860543024639 0.037240107604588957 0.023115123970399054 0.028754767921100211 0.01861824522464417 0.051087487976474222 0.022137110096423385 0.1513290144871462 0.016457140955026262 0.017428382954676636 0.057480509650986278 0.019625156124675414 0.023372133674996576 0.045859277418287547 0.019597033980971901 0.077831394546251431 0.013763136205511728 0.029902468967748064 0.016682840661815135 0.01456137635250343 0.052033524740181747 0.021119550477578741 0.015074410769102542 0.016546959735478595 0.011332472467074695 0.054678615320653989 0.017116344954047236 0.01732191295013763 0.022786946984979295
leaf_count=121 12 52 193 292 31 381 34 202 233 28 16 269 50 344 315 10 126 446 110 12 18 64 63 38 78 14 182 16 25 135
internal_value=0 -0.000144717 -0.000249342 -0.000182629 0.000190225 -0.000130165 -8.41792e-05 -0.000177316 0.000152654 0.000342512 0.00042978 0.000576206 -0.000114057 -0.000167888 -9.15584e-05 8.51086e-06 -7.42856e-05 -2.30693e-06 7.14761e-05 -0.000182726 2.36914e-06 -0.000140173 6.49337e-05 -0.000629031 0.000321361 0.000480555 0.00064812 0.000843445 -0.000275986 5.87878e-06
internal_weight=0 0.67932 0.517629 0.480389 0.161691 0.457274 0.438656 0.387568 0.370031 0.218702 0.202245 0.167495 0.365431 0.345806 0.322434 0.276575 0.256978 0.240969 0.227206 0.149374 0.119472 0.10491 0.0882275 0.036194 0.110014 0.0934674 0.0821349 0.071795 0.0347503 0.132936
internal_count=3910 3037 2750 2557 287 2265 1884 1850 873 640 612 571 1648 1598 1254 939 929 877 431 305 195 177 165 101 302 224 210 198 41 256
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=150 484 15 11 403 456 155 475 159 1373 151 2 52 160 150 474 51 1375 9 403 123 1 9 42 49 151 42 15 43 4
split_gain=0.0100941 0.0143383 0.0145254 0.0141572 0.0148164 0.0133189 0.0120101 0.0111108 0.0102736 0.0101083 0.0103771 0.0102218 0.0140907 0.0123585 0.01063 0.0101063 0.00989909 0.00969798 0.00919096 0.00857806 0.00880424 0.0113792 0.0115898 0.0117351 0.0142823 0.0130435 0.0104503 0.0106346 0.0088786 0.00974648
threshold=0.082085000000000019 -0.0043499999999999988 -0.26361999999999991 0.08776500000000001 -1.0000000180025095e-35 0.087055000000000007 0.088505000000000014 -0.086424999999999988 0.10374500000000002 0.098665000000000017 0.13635000000000003 0.10045500000000002 -0.089799999999999977 -0.065259999999999985 0.088380000000000014 -1.0000000180025095e-35 0.13995500000000002 -1.0000000180025095e-35 -0.016839999999999997 0.13415000000000002 0.13456000000000004 0.12811000000000003 0.083710000000000021 0.092395000000000019 -0.006494999999999999 0.079335000000000017 -0.10770999999999999 -0.23033499999999998 -0.52334499999999984 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 15 4 7 6 17 -4 -9 10 11 12 -2 -14 -15 -3 -17 -6 -19 20 21 22 23 24 25 -20 -26 -28 -25 -30
right_child=9 2 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 14 -16 16 -18 18 19 -21 -22 -23 -24 28 26 -27 27 -29 29 -31
leaf_value=-0.00084998110881494412 -0.00084775472196569257 -0.0012991604470807667 0.0012200658421503896 -0.0012159551059577848 -0.0010964852727160181 -0.0011215220625788273 -0.0012945806524328578 -0.0012613913042527833 0.0012481320467154209 -0.0011754267239606426 -0.00094632390367829203 0.00079548578458355098 -0.00090331831462796188 0.0010887701812010966 0.00017010053272712092 0.00098468439282580183 -0.0012888117704344616 0.001296912371550411 -0.0011506825499329786 -0.0012944254629283138 -0.0011578145820816477 0.00069626824885343785 -0.0012611469338711944 0.0012290581694234355 -0.00095323792473963958 0.00028731215794997202 -0.0010544527819595893 0.00038030112244566465 -0.0012872268080692207 -0.00011622693108036561
leaf_weight=0.042151174858915397 0.020363737913385194 0.0042022275738418094 0.0039646110781177404 0.01933767750313109 0.012064935703165247 0.017902793508596915 0.011428783267092513 0.03387944529841036 0.0029694918407585638 0.0084404123620061 0.011057819690449833 0.057592558054011533 0.012081026511168602 0.032197362220586001 0.061048186129482929 0.039891415503234384 0.0034852673998102537 0.010133649440149384 0.024384207684875037 0.0077932817431900494 0.0094789024005876854 0.047920741742018436 0.011342824007442687 0.0045421453614835619 0.011093582495931287 0.018616500376083422 0.0089630938974778473 0.24446963586547099 0.022338823466100166 0.025445601823093966
leaf_count=579 47 1 6 102 24 70 136 798 6 23 31 176 105 56 75 247 4 35 66 180 10 69 49 4 93 31 21 658 125 83
internal_value=0 -0.000120822 -6.92225e-05 -0.000128745 -8.89822e-05 -2.63486e-05 1.53662e-05 -0.000837757 -0.00105916 0.000210533 0.000270726 0.000344154 0.000137349 0.000327808 0.000487314 0.000616433 0.000802012 4.80123e-05 7.89363e-05 5.0653e-05 7.51109e-05 0.000102995 2.64048e-05 6.69893e-05 0.000163356 -0.000528125 0.000275761 0.000329559 -0.000499365 -0.00066366
internal_weight=0 0.637801 0.59565 0.548071 0.528733 0.48792 0.470017 0.0408135 0.0368489 0.202781 0.194341 0.183283 0.12569 0.105327 0.0932455 0.0475789 0.0433767 0.458588 0.446523 0.436389 0.428596 0.419117 0.371196 0.359854 0.307527 0.0430007 0.264526 0.253433 0.0523266 0.0477844
internal_count=3910 3397 2818 2566 2464 1654 1584 810 804 513 490 459 283 236 131 252 251 1448 1424 1389 1209 1199 1130 1081 869 97 772 679 212 208
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=160 124 38 158 52 39 42 43 1366 2 12 48 160 1374 1452 0 3 3 3 9 12 3 3 39 1375 150 124 151 49 12
split_gain=0.0144006 0.0145545 0.0211568 0.0121992 0.0127404 0.0153993 0.0129312 0.0141568 0.0122676 0.0119617 0.0182802 0.0132777 0.0134808 0.0127115 0.0128581 0.0124068 0.0146722 0.0148023 0.0127888 0.0127401 0.0125512 0.0116362 0.0115047 0.011295 0.0110913 0.02063 0.0108071 0.0101383 0.0109546 0.0174277
threshold=-0.40446999999999994 -0.061329999999999989 0.098160000000000011 0.11034000000000001 -0.24456499999999998 0.13419 0.091735000000000025 -0.074254999999999988 -1.0000000180025095e-35 0.091985000000000011 0.099170000000000022 0.092755000000000018 0.10150000000000002 0.088035000000000016 0.081315000000000012 -0.13027499999999997 -0.08348499999999999 -0.077894999999999978 -0.018854999999999997 -1.0000000180025095e-35 0.092475000000000016 -0.084129999999999996 -0.100615 0.18016500000000005 -0.43271999999999994 0.083435000000000023 0.11158000000000001 -0.40391999999999995 0.10581000000000002 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 23 -8 -6 11 13 12 15 14 24 -10 21 -18 20 -20 -19 22 -17 -3 -11 27 -12 -26 29 -29
right_child=1 3 -4 -5 5 -7 7 -9 9 10 26 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0010033533623813821 0.00065708722346053154 -0.0011086860740946334 -0.0011269988902276055 -0.0012605314348863614 -0.0011948286343193967 0.0013218470210233028 0.00065300469170644928 -0.0013208486836420277 0.00039315453616190762 -0.00059484817047970732 -0.00069366332306639575 -0.0009332952528120327 -0.0012380421504837242 -0.0010696024965846916 -0.00096206973037237019 0.00011489257948097271 -0.0013204538050773107 0.0010447998127694346 0.00035593361994371372 -0.0012272442809563701 -0.00070971315372717861 0.00097844621871401999 -0.00097791637016045752 0.0013242917295253913 -0.0010739196253983527 0.0010963764645192512 0.0010716203739861176 -8.3092497435949972e-05 0.00093032507267199296 0.00076937365384510356
leaf_weight=0.026206025256499399 0.096204365768926325 0.048555187815480738 0.013156410973579113 0.014661987977603985 0.015245109080296748 0.015117135580567265 0.023507602131076055 0.00865677289056066 0.088260711214615983 0.019588536939409096 0.055832573693436416 0.035785800285395908 0.016925124809404224 0.011909001677850028 0.01315722661701102 0.09908295197061523 0.031296396101993196 0.019621629195853529 0.013043405973803601 0.027532017568774325 0.011124429595838592 0.021795360425016952 0.020192535162010472 0.0035665419418364755 0.0095987753775261808 0.064005675624230207 0.0067708535862038835 0.13547195104536058 0.040924775523308199 0.060364846803850014
leaf_count=305 271 339 36 146 55 39 42 57 115 5 204 86 72 16 27 166 457 48 23 83 110 40 552 1 16 123 7 217 64 188
internal_value=0 -1.29416e-05 0.000442457 -6.64012e-05 -4.73068e-05 2.18088e-06 -0.000536186 0.000121759 -2.22214e-05 6.06502e-08 0.000154695 -0.000167825 -8.93069e-05 0.000270625 0.000317143 -3.07362e-05 -0.000184264 -0.000563896 -0.000231913 -0.000718315 0.000409988 9.18891e-05 -7.01126e-05 -0.000942204 0.000368152 0.000428932 -0.00050274 0.000255526 0.000309424 0.000179672
internal_weight=0 1.04096 0.109361 0.931595 0.916933 0.832647 0.0842861 0.0321644 0.81753 0.802285 0.417624 0.38466 0.348875 0.355021 0.343112 0.331949 0.243689 0.102618 0.0713215 0.0405754 0.0307461 0.141071 0.119275 0.0521217 0.329955 0.310366 0.0626034 0.24636 0.236762 0.195837
internal_count=3910 3605 307 3298 3152 2713 439 99 2674 2619 867 1752 1666 656 640 1594 1479 721 264 106 158 758 718 340 613 608 211 485 469 405
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=51 39 42 484 124 38 133 2 0 456 42 160 41 3 160 151 1374 0 49 13 15 52 50 34 2 457 43 49 48 1456
split_gain=0.00331786 0.00466789 0.0045381 0.00412515 0.00381547 0.00472899 0.00429658 0.00439829 0.0055331 0.00488203 0.00481918 0.00488122 0.00520021 0.00547051 0.00479071 0.00467078 0.0044511 0.00537785 0.0050313 0.00510186 0.00599211 0.00641749 0.00545055 0.0069327 0.00478461 0.00434919 0.00423753 0.00433148 0.00495315 0.00538269
threshold=-0.40274499999999996 0.13419 0.10056500000000002 0.11701500000000002 -0.036134999999999994 0.098160000000000011 0.11253500000000001 0.10184000000000001 0.15480500000000005 0.084065000000000015 -0.10770999999999999 0.090735000000000024 0.078150000000000011 -0.10628499999999998 -0.096329999999999985 -0.50701999999999992 -0.094679999999999986 -0.23029999999999998 0.0037600000000000003 -0.070604999999999987 -0.10192499999999999 -0.092854999999999979 0.083215000000000011 -1.0000000180025095e-35 0.094400000000000026 0.088550000000000004 0.18078000000000002 -0.12164499999999999 -0.086624999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 8 9 10 -6 12 13 -12 -15 -9 -16 -18 19 -19 -21 -22 23 -23 -25 -13 27 -17 -29 -30
right_child=1 -3 -4 -5 6 -7 -8 15 -10 -11 11 25 -14 14 16 26 17 18 -20 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0030055838256068676 0.0012769524038300064 0.002112395620744105 0.00099049694913454938 -0.0028679353818056243 -0.0024762084720141237 -0.0024750770124290166 -0.0025070476278937367 -0.003005556306220234 -0.0023440735591470935 -0.0030068115376909875 0.0013551989111320318 -0.0024142685552291029 -0.0017375046660994908 -0.0025094194178446987 -0.0026684128218853178 -0.00083284917490498479 0.002000032976133867 0.0010112026884010381 -0.0022671139650917789 -0.0030006223217972504 -0.0028092498696686919 -0.0030052013184151964 -0.003007557860393468 0.0019258333991888491 -0.0028706052441566758 0.00041080091587516559 -0.002599912740823019 -0.0023090404547925769 0.0012274263956227754 -0.0018847916109027154
leaf_weight=0.0074508736182252733 0.032689040851579421 0.0093679074547026175 0.003912363105911254 0.0045826399992350266 0.0074976202047842824 0.0033423641720560218 0.0065644672074505186 0.0034811456250736219 0.011415791405170239 0.0054155129616546551 0.034641733056872681 0.013403152627617487 0.012143103827270352 0.006502493643232298 0.0048605938341665924 0.015459717849125809 0.014101421244674839 0.03957412584060549 0.0080124659346338944 0.0070990890121720432 0.0061300100738890242 0.0034592310548759988 0.0034701292416983156 0.022931076459599353 0.0020447644722452188 0.0077713297231696279 0.0037753292060074264 0.0041810031680142848 0.082457007123849735 0.0053414299655969435
leaf_count=126 276 51 19 142 135 27 452 19 26 163 117 144 88 235 22 48 31 418 208 16 83 23 93 287 22 32 51 15 509 32
internal_value=0 1.77373e-05 -0.00162973 -3.49622e-05 3.38812e-07 0.000928905 -0.000100518 -5.19351e-05 -0.000309883 -0.000193223 -0.000114537 -1.94126e-05 0.000154893 0.000305257 -2.49567e-06 0.000421414 0.000143464 0.00027141 8.51259e-06 0.000223761 -0.000466674 6.27553e-06 0.000547228 0.000981043 0.00153315 -0.00137743 0.000528683 0.000638619 0.000885941 0.00103809
internal_weight=0 0.381716 0.0113632 0.372348 0.367765 0.0360314 0.331734 0.325169 0.210474 0.199058 0.193642 0.186145 0.16497 0.152827 0.118185 0.114696 0.111683 0.106822 0.0927209 0.0847084 0.0451343 0.0380352 0.0319052 0.0284351 0.0249758 0.0211745 0.111214 0.107439 0.0919794 0.0877984
internal_count=3910 3765 145 3714 3572 303 3269 2817 2143 2117 1954 1819 1643 1555 1438 674 1203 1181 1150 942 524 508 425 332 309 176 655 604 556 541
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=1213 475 52 133 1 0 14 52 133 13 132 0 0 38 159 2 1 1365 13 12 146 0 43 124 42 376 43 159 158 38
split_gain=0.0120512 0.0172286 0.0116758 0.0128633 0.0125144 0.0149018 0.0141152 0.0127901 0.0135776 0.0160463 0.0147067 0.0156244 0.0156052 0.0135301 0.0135141 0.0134796 0.0136881 0.0123701 0.0140957 0.0140505 0.0121935 0.0131501 0.0172279 0.0112389 0.0122631 0.0124194 0.0110243 0.0108595 0.0111919 0.012278
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.42985499999999993 -0.26719999999999994 0.11327500000000001 -0.22851499999999997 0.083835000000000007 0.11401500000000002 0.11253500000000001 -0.090744999999999978 0.080815000000000012 -0.070894999999999986 -0.11991499999999998 0.083695000000000006 0.09141500000000001 0.092745000000000008 0.076710000000000014 1.0000000180025095e-35 -0.084184999999999996 0.099680000000000005 0.11615000000000002 -0.017269999999999997 -0.27619499999999997 -0.083859999999999976 -1.0000000180025095e-35 0.091535000000000019 -0.18906999999999999 -0.41103999999999991 0.10642000000000001 0.11976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 7 8 9 15 13 12 -12 14 17 16 -5 18 -11 23 21 22 -7 -20 25 -25 -26 -24 29 -29
right_child=2 -3 3 4 5 20 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 27 24 26 -27 -28 28 -30 -31
leaf_value=0.0010215583771416789 -0.00068862373063314087 -0.00088211130238320819 -0.00085379838954947819 -0.00062872873160038797 -0.0007170634910344994 -0.00095078499414156332 -0.0010211424201872063 -0.00041506342921187787 -0.0010219719381777662 -0.00082400872314588973 0.00098097499803864491 0.00097697854287522577 -0.0010207239506161677 -0.0010229737810875253 -0.00071235676579142705 0.00060794627108447501 0.00044003498460733903 -0.00090691953920475491 0.00088738568335071128 -0.00075080057901721626 -0.00091230064503090261 0.0010056354646525102 -0.0010215016031066833 -0.00083562946251316975 0.00094278248793907464 0.00083363090840936674 0.00010459841102590976 0.0005644798452644086 -0.00068025820958459923 -0.00072136090306715664
leaf_weight=0.0058702859096229068 0.024384082601301316 0.031441225019733565 0.016966128905380629 0.02314992465198884 0.015157450693095598 0.011222408880712464 0.014440880525512512 0.070161038894696048 0.012181514128997151 0.018621928523373299 0.0065841252762766081 0.029101416906996747 0.010539378870817018 0.015382860134423026 0.029599572025745147 0.089101091471093241 0.027025078424230742 0.014926199597994128 0.019548064762147987 0.019645001255668149 0.007871577690821141 0.029816022253044139 0.0057031444935091704 0.024826936097099406 0.017426420276024146 0.0057029930176213375 0.25892735026286573 0.12786147572523987 0.009123617502154957 0.0082237994047318352
leaf_count=4 345 588 206 58 20 11 59 427 301 215 16 41 53 28 174 67 53 34 64 46 7 110 11 222 8 3 358 324 46 11
internal_value=0 -0.000582604 8.23667e-06 2.6336e-05 4.2534e-05 0.000258046 -2.30074e-05 -2.19152e-06 4.43584e-05 6.56489e-05 -2.43244e-05 0.000522067 -0.000251055 -8.38074e-05 -4.85039e-05 0.00036981 -5.30751e-05 3.25713e-06 4.05084e-05 8.70269e-05 0.000332013 0.00038304 0.000268546 0.000137448 8.96782e-05 -0.000523812 0.000157453 0.000359221 0.000413449 0.000486775
internal_weight=0 0.0373115 0.963221 0.938837 0.921871 0.214979 0.706892 0.692451 0.62229 0.610108 0.470832 0.0462249 0.0171235 0.424607 0.409224 0.139276 0.050175 0.379625 0.364699 0.346077 0.199822 0.19195 0.162134 0.326432 0.306884 0.0305299 0.276354 0.150912 0.145209 0.136085
internal_count=3910 592 3318 2973 2767 540 2227 2168 1741 1440 1262 110 69 1152 1124 178 111 950 916 701 520 513 403 655 591 225 366 392 381 335
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=1426 4 482 133 52 3 1212 1447 453 401 457 457 1 16 2 13 0 16 1375 2 150 49 16 52 38 151 403 2 16 43
split_gain=0.00335946 0.00409508 0.00389962 0.0035452 0.00378165 0.00344488 0.00342569 0.00351252 0.00399811 0.003711 0.00363523 0.00876978 0.00436005 0.00597276 0.00591322 0.00892779 0.00731819 0.0105547 0.00458141 0.00514427 0.00719028 0.00880859 0.00749393 0.00793151 0.00646979 0.00537463 0.00443439 0.00440331 0.00541293 0.00529517
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 -0.26719999999999994 -0.51745999999999992 -0.5217799999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090755000000000016 0.082755000000000009 -0.14941999999999997 -0.0034949999999999994 1.0000000180025095e-35 0.0015250000000000001 0.10393500000000001 -0.10241499999999999 -0.084074999999999997 -0.083564999999999987 -0.43271999999999994 1.0000000180025095e-35 0.077110000000000012 -0.0019649999999999997 0.081265000000000018 0.18936500000000003 0.10657000000000001 -0.14484499999999997 -1.0000000180025095e-35 0.097360000000000016 0.057390000000000004 -0.15426499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 8 9 -8 -9 -12 13 14 15 -13 -17 -18 -14 26 21 -21 23 24 25 -23 -20 28 -15 -30
right_child=1 -3 -4 4 6 -7 7 10 -10 -11 11 12 18 27 -16 16 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003971826891345235 0.0039683414291608503 0.0025109454011492159 -0.0035375819491161543 -0.0039648899542857998 -0.0039649416400953826 -0.0039659883448819903 -0.0034241157881274875 0.0026226901383826122 0.0039707822359616009 0.0038818769601040048 -0.0025928436359939841 0.0021499728087704829 -0.0015605772046853158 0.0021836055996814945 -0.003966992465571576 -0.0039661382853357742 0.0020103489337650274 -0.0035460626700319132 -0.0038410136654144747 -0.0022405696619410792 0.0029159123306900102 -0.0015569457590514932 -0.0026826135960537393 -0.0029528562395500389 -0.002098546339672081 0.0031997804637230506 0.00025093358822136322 0.0015732355669497999 0.00051779806768481389 -0.0038857164457496277
leaf_weight=0.0033842950073719172 0.0010046996176242828 0.009906989993140769 0.0050324742924736645 0.0036858118399649689 0.0032743562926142991 0.0059711508792972259 0.010640171634353379 0.0093675466601155222 0.0016172679606825122 0.001217682635285656 0.017744414130632435 0.013114413728089858 0.013965135329272016 0.0073485787073366273 0.010196294747387924 0.01357917485808002 0.013083263769793518 0.0091167281792792244 0.0044131595099941015 0.013325346428246121 0.032461515514910388 0.0041145385446270657 0.0065611797883775571 0.0050013373945603226 0.0047728172580718811 0.040275264979129588 0.073178812197653542 0.03130651047123223 0.0078893641839385947 0.0094111086330528355
leaf_count=79 1 212 150 191 260 227 305 42 1 9 197 25 17 43 94 454 87 275 177 48 170 25 52 37 14 172 360 138 10 38
internal_value=0 -4.61738e-06 -7.14906e-05 -2.40444e-05 3.00972e-05 -0.00282324 7.13458e-05 0.000108711 -0.00187638 -0.00267386 0.000187334 0.000118382 0.000272029 -0.00034179 -0.00122079 -0.000648098 -0.0016737 -0.000271467 0.000628556 0.000794612 0.00136021 0.000678243 0.00131874 0.00180344 0.00228731 0.00275887 1.8198e-05 0.000586449 -0.000666857 -0.00187763
internal_weight=0 0.382577 0.37267 0.367638 0.360662 0.00697585 0.356976 0.353702 0.0134751 0.0118579 0.340227 0.330859 0.313115 0.115045 0.0590899 0.0488936 0.0357792 0.0222 0.198069 0.184104 0.106512 0.0740505 0.0607251 0.054164 0.0491626 0.0443898 0.077592 0.0559556 0.0246491 0.0173005
internal_count=3910 3831 3619 3469 3241 228 3050 2790 315 314 2475 2433 2236 1164 935 841 816 362 1072 1055 518 348 300 248 211 197 537 229 91 48
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=34 106 9 2 41 2 12 1446 147 484 123 39 0 0 15 43 2 2 45 2 42 1 124 1375 156 12 1374 1452 49 49
split_gain=0.00324671 0.00334233 0.00600608 0.00372532 0.00481683 0.00599697 0.00480672 0.00485284 0.00459783 0.0042853 0.00455341 0.00483867 0.00486835 0.00767004 0.00709576 0.00619558 0.00562184 0.00493148 0.00488816 0.00475518 0.00457794 0.00401588 0.00406138 0.00392948 0.00393686 0.00409924 0.00389558 0.00400332 0.00382257 0.00765606
threshold=-0.15639499999999998 0.091500000000000012 -0.016839999999999997 0.091985000000000011 0.078150000000000011 -0.14847999999999997 0.099170000000000022 0.092380000000000018 -1.0000000180025095e-35 -0.0043499999999999988 0.085535000000000014 0.005105000000000001 -0.10575999999999998 -0.089879999999999974 -0.11739999999999999 -0.074254999999999988 0.083795000000000022 0.089070000000000024 -0.080134999999999984 0.087005000000000013 0.08401500000000002 0.11899000000000001 0.11158000000000001 -0.55214999999999992 0.11896500000000002 -0.12394999999999999 0.090240000000000015 0.081315000000000012 -0.045004999999999996 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -5 -7 11 12 14 -14 -11 19 -16 -18 -17 20 -15 22 -8 -10 25 -25 27 28 -27 -30
right_child=1 -3 3 6 -6 9 21 -9 23 10 -12 -13 13 15 16 18 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0041575524650332048 0.004381473116393815 -0.0037484022783457727 0.0031705120025905288 -0.0042273404327936234 -0.0033592649254232439 -0.0043783564928119544 -0.0027105761448545122 -0.0043787648257420158 -0.0043891451259568063 -0.0036158966116248323 -0.0043799813100392016 0.0024115561090198604 -0.0043794713866928169 -0.0040744549165568694 0.0025645528906929689 0.004380113501678524 -0.0026374075557330946 0.0014670515340240579 -0.0030202471860003937 -0.0030688208159131941 0.0021282638563900895 0.0033244234829501759 0.0034146938160136771 -0.0018391010022779986 -0.0025868764321735601 0.0026668532235137429 -0.0029463064239425713 -0.0029965308913156635 -0.0031429967534732164 0.0013514705864387999
leaf_weight=0.00349239758566 0.0058043523636115415 0.0047040559620654667 0.0085272294078322375 0.0035880016324085764 0.011285949703278675 0.0055523706730582481 0.020463734640749465 0.0037230893940431989 0.0027678487822413436 0.0071861585222166005 0.0054333380267053135 0.011567034248685104 0.01290854778198991 0.0025410365914098057 0.023377413125444946 0.0018705010734265662 0.01077640133416935 0.011693177033862412 0.019922950429080544 0.0053293226317165923 0.022153332251122038 0.0029664012103012274 0.0023076686684362349 0.0091229057663895219 0.0060696402444762034 0.035743477901206688 0.0042434963867492561 0.0040173900681139676 0.0078735889947836313 0.093319560270082036
leaf_count=30 90 27 70 17 86 390 319 48 1 37 18 39 222 118 36 4 43 32 791 190 143 48 7 64 71 180 31 47 41 670
internal_value=0 -8.26892e-05 -3.50725e-05 -0.000107014 -0.000602413 -0.00039337 0.000297282 0.000563479 0.000673829 -0.00060996 -0.000454694 -0.000289782 -0.000555125 -0.00136069 0.000428052 -0.000608663 0.00106191 -0.000501446 -0.00238508 0.000680798 0.00149001 -0.00146582 -0.00208984 0.00078161 0.000870842 0.00100684 0.00118565 0.00131005 0.00143639 0.00100177
internal_weight=0 0.36684 0.362136 0.356332 0.160125 0.148839 0.196207 0.170469 0.166746 0.140312 0.134759 0.129326 0.117759 0.0647257 0.0530332 0.0518171 0.045847 0.0224696 0.0217935 0.0300237 0.0246944 0.0257378 0.0227714 0.163158 0.16039 0.15432 0.145198 0.140954 0.136937 0.101193
internal_count=3910 3880 3853 3763 2219 2133 1544 1170 1122 2063 1673 1655 1616 1468 148 1246 111 75 795 451 261 374 326 1105 1104 1033 969 938 891 711
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=52 14 3 0 39 0 3 1213 49 133 1365 133 3 2 15 4 50 48 3 158 4 150 0 4 42 52 52 158 15 41
split_gain=0.0113198 0.00995393 0.00986646 0.0157143 0.00991019 0.0146953 0.0111512 0.0106302 0.00982304 0.010334 0.0103935 0.0110429 0.0142219 0.0102673 0.0103686 0.00976621 0.0100915 0.0117177 0.0161606 0.0111601 0.0124907 0.0146904 0.0136994 0.00911982 0.00891075 0.00915551 0.0136844 0.0093639 0.0126949 0.00921353
threshold=-0.42985499999999993 0.077685000000000018 0.30601500000000009 -0.18087499999999998 0.005105000000000001 -0.13027499999999997 -0.100615 -1.0000000180025095e-35 -0.091004999999999989 0.10681500000000001 1.0000000180025095e-35 -0.10260499999999999 0.16699000000000003 -0.074699999999999989 0.10363000000000001 -0.49837999999999999 0.086465000000000014 0.12675000000000003 0.099570000000000006 0.084965000000000027 -0.23071499999999998 0.087235000000000021 -0.230625 -0.39075499999999991 0.094260000000000024 0.092885000000000009 0.10062000000000001 0.093260000000000023 0.092175000000000021 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 4 -4 6 -6 24 -8 -9 10 11 -10 13 -13 15 -15 17 18 19 20 -17 -22 -23 -18 25 27 -27 28 29 -2
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 12 -14 14 -16 16 23 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00099972749535409255 0.0010442516220379246 -0.00082963882179141048 -0.00073719175739857701 0.0013203313746673025 0.0013135569705921624 0.00011656709795249736 -0.0013201699865528721 -0.00079487710530630603 -0.0011827153663420114 -0.0013218088392175551 -0.0012174520280452037 -0.001319962793763167 0.0013230590351949161 -0.0013206983757361921 -0.0013207587001499174 -0.001321779010203399 0.0013245619583439063 -0.00084212894401851943 0.00087730895718390824 -0.00091414697628877239 0.00050114289389746689 0.00037727516241445466 -0.0012065085078664774 -0.00086540728504923932 -0.00039674087134157677 -0.0013272207987747044 0.00038444209379708065 -0.00064087213277121222 -0.00056442024739199485 -4.1210996686182039e-06
leaf_weight=0.020295622704864513 0.070422762261500793 0.024470177437876828 0.0089875209941965295 0.023013612161207675 0.022254660049839003 0.090411536525209613 0.014033553796537035 0.037599870606186414 0.013326933753759818 0.011439078320520935 0.012759946374217179 0.010175045941650751 0.014440933609876083 0.0085354831644508522 0.0096268081554171658 0.0090429849515203387 0.0037683462724089614 0.017637758701312123 0.058295528444432421 0.017762124573380333 0.11909868956610126 0.018419280997477472 0.019659405559877996 0.027283386725116543 0.035286964558963518 0.012917510455793035 0.021956846683679032 0.010858431187273254 0.013102104537665582 0.018412881234326051
leaf_count=353 173 118 23 139 77 340 522 106 244 365 56 42 10 48 115 7 1 16 69 112 410 12 101 267 53 8 49 28 18 28
internal_value=0 -1.43318e-06 2.55695e-05 0.000742476 -6.35934e-06 0.000353005 -7.31868e-05 -0.000190935 -0.000152177 -8.70882e-05 -4.78365e-05 -4.83618e-06 4.21982e-05 -1.57302e-05 2.71987e-05 7.05256e-05 0.000111337 0.000196276 0.000271872 8.00366e-05 0.000186274 0.000273038 -0.000440407 -0.000599639 0.000198987 0.000341341 -0.00024956 0.000524036 0.000648122 0.000826956
internal_weight=0 0.775 0.75053 0.0320011 0.718529 0.112666 0.605863 0.422905 0.408872 0.371272 0.359833 0.347073 0.333746 0.319305 0.30913 0.299503 0.290968 0.259916 0.242278 0.183982 0.16622 0.157177 0.0380787 0.0310517 0.182958 0.147671 0.0348744 0.112796 0.101938 0.0888356
internal_count=3910 3557 3439 162 3277 417 2860 2503 1981 1875 1510 1454 1210 1200 1158 1043 995 727 711 642 530 523 113 268 357 304 57 247 219 201
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=156 1213 475 158 1426 4 403 482 133 14 457 453 1348 11 52 16 13 1 52 13 3 124 52 131 52 132 52 39 34 484
split_gain=0.00315588 0.00323482 0.00452848 0.00315931 0.00312975 0.00556933 0.00354322 0.00356548 0.00336065 0.00322371 0.00325805 0.00314338 0.00358601 0.00433957 0.00386743 0.00693009 0.00568504 0.00514759 0.00512622 0.00486106 0.00464339 0.00366868 0.00427637 0.00374409 0.00438007 0.00628626 0.00453707 0.00697771 0.00603583 0.00470543
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.11034000000000001 -1.0000000180025095e-35 0.50657000000000008 -0.084084999999999979 0.091725000000000015 -0.26719999999999994 0.077685000000000018 0.53894500000000012 0.10097500000000002 0.090050000000000005 0.088315000000000018 0.084890000000000007 -0.19424999999999998 -0.090744999999999978 0.076710000000000014 0.091210000000000013 -0.086849999999999997 0.11818000000000002 -0.061329999999999989 -0.42985499999999993 0.097135000000000013 0.0033900000000000002 0.080815000000000012 -0.092854999999999979 0.18016500000000005 -1.0000000180025095e-35 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 10 11 12 13 14 16 -16 17 -10 -17 -18 21 -21 -23 24 25 26 27 -24 -28 -30
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 18 19 -19 -20 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0042078957309156168 0.0042087097994845009 -0.0042138971209350878 -0.003410170083395404 -0.003286228273086556 -0.0034203686882538671 0.0035871102759387334 -0.0029508379911205853 -0.0036607895230288154 0.00059233399706627352 -0.0020359318726643596 -0.0034599439307683652 -0.0030699317639811458 0.0041687133206299949 -0.0020135521329373274 -0.0030929819107625338 -0.0033569011973590317 -0.0038228859148999178 0.0034707861184960316 0.00065784240431228554 0.0030062750113353828 -0.0017892096360007589 -0.0042076681632627917 -0.0035669820999406311 0.0033836044456232559 0.0027585635732387298 0.0032473323149661637 -0.0041873527269623593 0.0042110200787727767 -0.0042100168942174176 0.00078267796898423125
leaf_weight=0.0031880897112124265 0.0016243282007053503 0.0029309413394358321 0.0092076887824497078 0.0049031689342484688 0.0050753991026120096 0.0081538025575582651 0.0059822194853502699 0.004351448758292519 0.020908923718195638 0.010716633640186046 0.0040008497453527516 0.004651818910815563 0.0044378282739785382 0.013043022912597735 0.013381611585884912 0.0062687188516576944 0.0046820637389117783 0.023192948228029309 0.055153425942663148 0.011752288129002864 0.013941512292149127 0.0032573855107074215 0.01240428089463208 0.0084272250664980675 0.013277037536397529 0.010721551438635402 0.0050884870579466215 0.0024434950601062164 0.0035056428243223072 0.071130924680005592
leaf_count=197 4 65 587 128 442 204 194 121 49 75 15 22 41 66 69 59 103 142 321 123 43 127 119 20 74 61 29 12 81 317
internal_value=0 -3.63786e-06 -0.00226767 6.68772e-05 0.000114826 0.000152147 6.77339e-05 0.000121919 0.000172979 0.000232044 0.000311558 0.000361577 0.00041532 0.000358389 0.000469062 -0.000349585 0.000768172 0.0021061 0.000248099 0.000400842 0.00052765 0.000755106 0.000551995 0.000674075 0.000481501 0.000194376 -0.000151732 -0.00228696 0.000245926 0.000548174
internal_weight=0 0.358617 0.010832 0.347785 0.342881 0.339951 0.331797 0.326721 0.32237 0.316388 0.305671 0.30167 0.297018 0.292581 0.279538 0.0748038 0.204734 0.0441019 0.0614221 0.160632 0.15595 0.142008 0.130256 0.126999 0.118571 0.105294 0.0945728 0.0148478 0.0797251 0.0746366
internal_count=3910 3713 591 3122 2994 2929 2725 2283 2162 1968 1893 1878 1856 1815 1749 449 1300 191 380 1109 1006 963 840 713 693 619 558 131 427 398
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=421 14 1372 11 1 0 1212 133 474 157 157 0 0 48 15 14 2 15 16 48 16 38 52 133 3 4 2 13 42 42
split_gain=0.00310182 0.00411256 0.00310576 0.0030982 0.00333176 0.00582812 0.00402615 0.0039343 0.00638792 0.00373895 0.00608474 0.00406666 0.00488124 0.00935377 0.00733713 0.0060551 0.0088424 0.0060173 0.00521369 0.00451635 0.00419074 0.00387657 0.00372486 0.00543538 0.0050426 0.00458081 0.00797734 0.0053528 0.0054838 0.00532362
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.10553000000000001 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.084285000000000013 0.087070000000000022 -0.074309999999999987 -1.0000000180025095e-35 -0.017269999999999997 -0.10575999999999998 0.12862000000000004 -0.031229999999999997 -0.13131999999999996 0.097940000000000013 -1.0000000180025095e-35 -0.071799999999999989 -0.092094999999999996 -0.55207499999999987 -0.08781499999999999 0.11401500000000002 0.10681500000000001 0.10666500000000002 -0.060264999999999992 0.10045500000000002 -0.13934999999999997 0.093535000000000021 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 8 -4 -6 -11 12 13 15 18 -12 17 -17 -14 -18 -13 -16 23 24 25 27 -27 -7 29 -29
right_child=1 -3 3 -5 9 6 -8 -9 -10 10 11 20 14 -15 21 16 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0031899137945824896 -0.0031904205069026611 -0.0020689999197673389 -0.0031898466234609518 -0.0027139474149465181 0.0014952495084069118 -0.0031909004985235696 -0.0031894629910686426 -0.00032982971596699025 0.0027418259966045045 -0.0029741921751613902 -0.0016064936078703444 -0.0031936434783272571 0.001822502983228376 -0.0025039044741477549 0.0016078889415993712 -0.00027528809151758984 -0.001943648888979298 0.0024257566355428907 -0.000656937349516082 0.0027134944287824825 0.0021342836874723861 -0.0025060240311943521 -0.0021154114439723647 -0.0031910713857501755 0.0028633062085057803 0.001284472704233329 -0.0031952674648074502 -0.0011347786855081222 -0.0012611192257966958 0.0023073748509975234
leaf_weight=0.003016163737356691 0.0030685818736202455 0.010033013397261925 0.015892282335030927 0.0041254318988421792 0.023798477768480097 0.0030881094862706881 0.0036371018655927392 0.016065461680263127 0.0020881367801166553 0.0061158355188410942 0.0093922077323327358 0.0016452984418719998 0.013622775712121893 0.0094605850163134164 0.0026281338359694919 0.041318484186263049 0.0022750157752398073 0.010519104229388176 0.023483112670362516 0.030446528491182789 0.017084547612910228 0.020424122675677836 0.0062770957929529905 0.0039542072852611901 0.0091050982591696084 0.0075046047853035763 0.0087558264986569156 0.0054846428359951451 0.0076805278908977917 0.027317259100357205
leaf_count=25 49 124 548 25 232 5 160 403 11 103 34 1 175 37 5 109 15 20 187 184 190 445 174 166 8 106 132 82 30 125
internal_value=0 -5.74722e-05 2.54617e-06 3.19525e-05 6.63774e-05 -0.000365976 9.06126e-05 -0.00147646 -0.00250098 0.000304441 0.000154033 0.000258979 9.78361e-05 0.000517929 -0.000624304 0.000822217 0.00109198 0.000272819 0.000253346 0.0023897 0.00166626 -0.00203701 0.000241306 0.000444259 0.000652783 0.000316385 -0.00112775 0.000855335 0.00116399 0.00173183
internal_weight=0 0.346292 0.336259 0.33319 0.329065 0.11685 0.0828045 0.0340459 0.0179804 0.212214 0.188416 0.1823 0.16357 0.103412 0.0601581 0.0939513 0.0845591 0.0518376 0.0371059 0.0327215 0.0187298 0.0230523 0.0791674 0.0728903 0.0689361 0.059831 0.0162604 0.0435705 0.0404824 0.0328019
internal_count=3910 3885 3761 3712 3687 1950 988 962 559 1737 1505 1402 1211 399 812 362 328 129 362 199 191 450 828 654 488 480 238 242 237 207
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=4 11 403 14 480 159 3 13 2 3 43 42 3 3 15 3 49 0 13 160 52 12 48 50 148 49 43 106 43 13
split_gain=0.0172743 0.0211782 0.0136972 0.0139861 0.0123552 0.0118801 0.0120269 0.0193141 0.0185513 0.0156127 0.0234636 0.0355973 0.0180082 0.0179943 0.0143187 0.02082 0.0203056 0.0129448 0.0169402 0.0153117 0.012879 0.0118095 0.012309 0.0200482 0.0110311 0.0106844 0.0104571 0.01027 0.0102285 0.0101665
threshold=0.27020000000000005 0.080455000000000013 -0.092224999999999988 0.08840000000000002 0.08456000000000001 0.10856 -0.12008499999999998 0.10153000000000002 0.10836000000000003 -0.078669999999999976 -0.074254999999999988 -0.094739999999999977 -0.08348499999999999 -0.044019999999999997 -0.18057999999999996 0.30601500000000009 -0.091004999999999989 -0.10303999999999998 -0.083514999999999992 0.088785000000000017 -0.092854999999999979 -0.071274999999999991 0.11930500000000001 0.11901000000000002 -0.083019999999999983 -0.036809999999999996 -0.50992999999999988 0.089410000000000017 -0.089949999999999988 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 12 11 -11 17 -12 -15 16 -16 -8 19 28 -18 -2 23 24 -23 -7 -20 -13 -19 -14
right_child=21 -3 3 -5 -6 25 9 8 -10 10 13 27 29 14 15 -17 20 18 26 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011955053665996199 0.0011109546304990258 -0.0009850278860638001 0.00085706091611798072 -0.0011361126262878446 -0.0011957713575887017 0.0011433031428445949 0.00057521465100771768 -0.00066065911455972517 0.00067103557250065805 -0.00062759196799465778 -0.00099131801254456081 0.00085257258127375657 0.0011984166700678568 -0.0010516223410582464 -0.0010224170837585334 0.0011961195655883774 -0.00087610412238390255 -0.0011957487789611243 -2.7536124094022129e-05 -0.001197038277582028 0.0001217996151648111 -0.00067990557875257577 -0.00069176006415622062 -0.0011968119361954422 0.00054036699063826686 -0.001041674540006749 -0.0011859811093637488 -0.00042178992721671806 0.00082260964848461613 -0.0011958138219262246
leaf_weight=0.014815462428998671 0.022708900975885626 0.036458770698345688 0.059966505117245106 0.016226295072101493 0.012501053000789852 0.00367153750903526 0.02876657667593463 0.035318362668931513 0.025899780230247416 0.034117803897970589 0.029488438948135354 0.11380411330651441 0.0027112935204058877 0.018223566214601306 0.027445573209661234 0.020738595985676511 0.019835238564382962 0.0040789279437376527 0.01650709276100315 0.0087250802296239272 0.26913864309381097 0.011551642879567225 0.01982567222785292 0.01162135241611395 0.12602697991314926 0.024720409376357111 0.034171523285607464 0.0098118767491541803 0.029706466772381646 0.038595217578063057
leaf_count=435 184 175 67 34 210 11 25 39 11 35 359 249 1 35 33 63 73 30 11 43 218 17 31 13 227 158 493 5 141 484
internal_value=0 -9.20582e-05 -5.58434e-05 -3.67468e-05 -1.61941e-05 1.04375e-06 2.71396e-05 0.000374975 -9.72542e-05 -3.25776e-05 6.49225e-05 0.000453141 -0.00035662 -9.41836e-05 -1.97423e-05 3.60314e-05 -4.00025e-05 -0.000125613 -0.000341951 0.000214422 5.33033e-05 0.000301731 0.00019301 0.000310578 0.000437908 -0.000759122 -0.000808651 0.000751422 0.000578932 -0.00103866
internal_weight=0 0.935444 0.898985 0.88417 0.867944 0.855443 0.827051 0.121185 0.0612181 0.705866 0.542604 0.157734 0.163262 0.38487 0.355382 0.337158 0.316419 0.121956 0.0931891 0.0425105 0.288974 0.191735 0.169026 0.1492 0.137579 0.0283919 0.0506786 0.123616 0.0337854 0.0413065
internal_count=3910 3438 3263 2828 2794 2584 2415 117 50 2298 1070 289 1228 781 422 387 324 743 718 214 291 472 288 257 244 169 504 254 171 485
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=13 39 1 52 40 42 51 122 3 0 49 2 15 1 48 52 12 43 1 15 47 49 1 16 133 474 52 0 16 3
split_gain=0.0179072 0.0244959 0.0207144 0.0257988 0.0164839 0.0195023 0.0162304 0.0156863 0.0151772 0.0224074 0.0171836 0.0202762 0.0171694 0.0177169 0.016448 0.0151362 0.0162518 0.0152268 0.0135819 0.0133576 0.0139092 0.0126862 0.0119916 0.0122141 0.0107177 0.0105473 0.0115318 0.0226126 0.0109742 0.0104124
threshold=-0.10241499999999999 0.005105000000000001 0.13148500000000005 0.11588000000000002 -0.064864999999999992 0.083970000000000017 -0.40274499999999996 0.089350000000000013 -0.100615 -0.11524 -0.029304999999999998 0.106035 -0.053579999999999996 0.14071500000000001 0.12675000000000003 0.091715000000000005 0.051320000000000005 -0.26007999999999992 0.11235500000000002 -0.064869999999999983 0.09252500000000001 -0.09615499999999999 0.095575000000000007 0.0015250000000000001 0.085355000000000014 0.084835000000000008 -0.0058499999999999993 -0.23029999999999998 -0.19424999999999998 -0.5217799999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 -3 18 10 14 -2 15 13 19 21 16 -12 -18 24 20 22 -10 23 -11 -8 26 27 -23 -28 -13
right_child=1 6 -4 -5 5 -7 7 -9 9 12 11 29 -14 -15 -16 -17 17 -19 -20 -21 -22 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00078536349953454076 0.00079690470431676807 -0.0014590337981357274 0.0014586458970052879 -0.0012959334531130141 0.00074766798979826791 -0.00042715204693499537 4.0169055165508562e-05 -0.0012666199948226484 -0.0011218540645950724 -0.0014584740873875481 0.0012523920416982418 0.0014661036852891328 -0.0010136382273201526 0.0014624907978597521 -0.0010444199861118042 -0.0012009370041655364 0.00077713464839568281 -0.00088373676844054577 0.00145929598039258 0.00071720058446404452 -0.001458302221597778 0.00028130220743276751 0.00071396245995073229 7.7238124195124245e-05 0.0011214081647941737 0.0010673583580715577 2.2902814598909643e-05 -0.0011847943336656252 0.0010820801407550587 2.652919283463341e-05
leaf_weight=0.024797521899927233 0.053880516451499716 0.0091612200192230375 0.029273533024706921 0.023287102816652805 0.13407850890962436 0.038633228309663536 0.061177325942026073 0.0094244559659273364 0.017387613329447049 0.021781877734952104 0.015250567113980651 0.019999994481622707 0.14358618516482125 0.011349335615705058 0.031971312844689237 0.039879696628076999 0.016069178656721306 0.04325280658349584 0.034534741517290968 0.017581213012931585 0.031358748943262071 0.055831276188655465 0.018524822051404044 0.022192008249334094 0.028534540987948276 0.024689226258033159 0.053835525447539112 0.037212729520888388 0.033797926664647093 0.02284695898811151
leaf_count=23 58 18 113 41 126 105 109 10 24 311 17 10 1663 18 32 50 76 106 179 55 174 39 34 142 85 30 86 42 33 101
internal_value=0 -0.000134994 0.000307074 0.000154397 0.000325397 0.000484877 0.000416915 0.000545485 -0.000242645 -0.000376166 8.6828e-05 -0.000156398 -0.000671595 -0.000271616 -6.72273e-05 -0.000476439 -8.89938e-05 -0.000433839 0.000682938 -0.000448224 -0.000666529 7.30265e-05 -0.000269257 -0.000683456 0.000384077 0.000174192 5.21431e-05 -0.00030506 0.0004314 0.00069849
internal_weight=0 0.875112 0.25007 0.220796 0.197509 0.172712 0.142832 0.133671 0.73228 0.5211 0.21118 0.157299 0.266374 0.122788 0.254726 0.114452 0.0745726 0.059322 0.124247 0.111439 0.0938575 0.222754 0.0624987 0.0439739 0.0897119 0.205367 0.180677 0.093044 0.0876335 0.042847
internal_count=3910 3502 408 295 254 231 401 383 3101 2683 418 360 2397 734 286 249 199 182 373 716 661 254 487 453 194 230 200 81 119 111
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=1456 151 1 13 51 130 11 43 12 43 160 13 4 47 42 12 457 457 15 43 43 52 0 16 52 0 16 0 4 157
split_gain=0.00299222 0.00432001 0.00297594 0.00434366 0.00437036 0.00398073 0.0037039 0.00423119 0.00546225 0.00531176 0.00516838 0.0063983 0.00631632 0.00517902 0.00436276 0.00678138 0.00414859 0.00570398 0.00580602 0.00649957 0.00536573 0.00388009 0.00388925 0.00373877 0.0075284 0.00418183 0.00392278 0.00546707 0.00505528 0.00775507
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.12811000000000003 -0.052124999999999998 -0.40274499999999996 -0.10152499999999999 0.088315000000000018 -0.06705499999999999 0.051320000000000005 -0.00084499999999999994 -1.0000000180025095e-35 -0.083514999999999992 -0.15796999999999997 0.10843500000000002 0.091230000000000019 0.094045000000000004 -0.14786499999999997 -0.0034949999999999994 0.083185000000000023 0.24789500000000006 0.19761500000000001 -0.089799999999999977 0.076335000000000014 0.22945500000000005 -0.081429999999999989 0.18055000000000002 -0.0083999999999999995 0.20277000000000003 -0.0044799999999999987 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 7 8 -7 -9 12 21 -10 14 -13 -16 -11 -18 19 23 -20 22 -12 24 -19 -25 27 -26 -28 -30
right_child=2 -3 3 4 -6 6 -8 9 10 16 11 13 -14 -15 15 -17 17 18 20 -21 -22 -23 -24 25 26 -27 28 -29 29 -31
leaf_value=0.00092711177585846438 -0.0032368710428739328 -0.0035918098332428554 0.0027017342370011543 -0.0035921715279391398 0.00068106328940028215 0.0017157898990297574 -0.0018285578300733681 -0.0022671290251711895 0.0028895754972510239 0.0031483863741954853 -0.0035915050718606191 -0.003077896364441798 -0.0032193415092962377 0.0025270536204870801 0.0021995788428741882 -0.0035934389737963071 -0.0027569051025001273 0.0029025277367285985 -0.0030137240936422005 -0.0035929186852318371 0.0023117248329693626 0.0026826015353090902 0.0035959677075593608 -0.003059243950393344 0.00012576061784795559 0.0022113767308445799 0.0030548652899728083 -0.003341881791050709 0.0035943535813406919 -0.0027036449222932989
leaf_weight=0.0044612655708533566 0.0051192681394027764 0.0070180108865187663 0.012456739843941023 0.0035032518680964122 0.025885104462815889 0.037755020236104997 0.014244358296338078 0.01588533693766081 0.0027370840306275577 0.0049416604687166901 0.0028164278136770795 0.010549536461482489 0.010762158101613295 0.0053434261029678956 0.0072918554275673841 0.0040535052086383416 0.010439355269838302 0.015779866717934965 0.013241887792698748 0.0054458574779090432 0.0029900574490469003 0.01801243579566858 0.0014810555148869753 0.0074312433390346655 0.067875212813468977 0.0026268824585713446 0.012609045935164431 0.0064158476889133445 0.0040743803122040845 0.0066103728610329426
leaf_count=41 72 328 177 20 137 258 124 651 13 16 72 336 441 39 33 49 46 47 319 113 92 46 1 106 234 3 32 4 21 39
internal_value=0 -0.00183559 2.84484e-05 0.000924837 0.00017167 -9.80451e-05 -4.29053e-05 4.88634e-05 0.00063568 -0.000286532 -1.11268e-05 0.000525478 -0.00198071 -0.000642267 -0.00141574 0.000129832 -9.04815e-05 -0.000193384 -8.94941e-06 0.000245961 -0.00203273 0.00195119 -0.00111446 0.000415346 0.000601493 -0.00168272 0.000229407 -0.000173708 0.00151506 -0.000302051
internal_weight=0 0.0114793 0.338378 0.0418451 0.0293884 0.296533 0.291414 0.27717 0.100803 0.176367 0.0630475 0.0495482 0.0134992 0.0272383 0.0218949 0.0113454 0.160482 0.15554 0.145101 0.128869 0.0162319 0.0223099 0.00429748 0.123423 0.113365 0.0100581 0.0975849 0.0742911 0.0232938 0.0106848
internal_count=3910 369 3541 334 157 3207 3135 3011 1288 1723 1030 576 454 457 418 82 1072 1056 1010 599 411 119 73 486 377 109 330 238 92 60
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=4 11 151 403 160 156 2 2 12 31 13 12 132 52 39 2 0 49 159 1429 48 16 457 0 15 133 39 4 142 14
split_gain=0.0115334 0.0130641 0.00994229 0.00885243 0.007602 0.0073329 0.00799637 0.00901642 0.00840127 0.00826588 0.00811602 0.0108577 0.00985007 0.00886701 0.00978683 0.00938154 0.00998995 0.00941716 0.00754054 0.0102131 0.00723097 0.00773453 0.0130665 0.0155016 0.00789305 0.00869508 0.00829084 0.00970374 0.00720823 0.00772082
threshold=0.27608500000000008 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -0.40446999999999994 0.10691500000000002 0.091985000000000011 -0.13811499999999996 -0.12394999999999999 -1.0000000180025095e-35 -0.090744999999999978 0.10167500000000002 0.084305000000000005 -0.23815499999999998 0.090310000000000015 0.093070000000000014 -0.14293499999999998 -0.024179999999999997 0.09141500000000001 0.084845000000000018 0.10174000000000001 -0.15168999999999996 0.082870000000000013 -0.06402999999999999 -0.0058549999999999991 0.083815000000000014 0.005105000000000001 0.044585000000000007 -0.073359999999999995 -0.46879999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 -9 11 -10 13 -12 15 -15 17 -17 19 20 21 -11 23 24 -23 26 27 -26 -4 -30
right_child=2 -3 28 4 5 -7 8 9 10 18 12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0014571795089512126 -0.0012401423479332446 -0.0011986343727290261 -0.0011541417159961495 -0.0010479584227274001 0.0014494448790852339 -0.0012670270669170548 -0.00084946430755450191 0.00080441355716055502 0.00091721505806295557 0.00023919991384577452 -0.0011696877059885066 -0.00045137599017096899 0.00095150171229918935 0.0012121340865804331 0.0013304765366152268 -0.00016469483777961519 -0.0005444317209637755 0.0011962882228337254 -0.0012905649775814259 0.0010238920696515801 -0.0014593737687611269 -0.0014517963210615252 0.00032528258573758277 0.00017698643881031159 -0.0013516318030344409 0.00085817427131128123 0.0014612483549625314 0.0014322287315241692 -0.00031792231194442336 0.00078642026222914597
leaf_weight=0.0096265256235597008 0.0073369633619222432 0.022703016545960963 0.0052115669604972928 0.015695819525745947 0.0070794412049508528 0.0098243153977080055 0.015782908889150349 0.015823187572095776 0.061178499899369854 0.054535551990056774 0.013937116176691688 0.015401351927721407 0.023491071563057631 0.011087805226338787 0.011598091908354036 0.029741743469458015 0.068663075280568364 0.016936095317305444 0.014785970406222759 0.013263181586239625 0.01072283581731881 0.04008662560389098 0.039474069147217961 0.03426131239393726 0.027895858737636559 0.0076439209241812014 0.0029726440552622071 0.002937512964308552 0.016089127048644514 0.081524542936904254
leaf_count=442 20 175 4 277 26 102 31 58 137 73 134 12 80 38 46 27 299 34 153 90 54 349 84 62 607 74 1 4 56 361
internal_value=0 -0.000114687 0.000398355 -7.18473e-05 -4.82363e-05 -1.96609e-05 3.06212e-06 -0.000173139 0.000181674 -0.000216584 0.000246245 0.000641971 7.35254e-05 -6.2195e-05 4.9633e-05 -6.78668e-05 -0.000190914 0.00032911 -0.000281575 -0.000217762 -0.000292438 -0.000232798 -0.000398577 -0.000645331 -0.000990866 -0.000545095 -0.00086239 -0.00108641 0.000515268 0.000604398
internal_weight=0 0.59715 0.110162 0.574447 0.56482 0.549124 0.5393 0.271482 0.267818 0.264403 0.252035 0.0765799 0.175455 0.151964 0.138027 0.126429 0.115341 0.0466778 0.248579 0.233794 0.22053 0.209807 0.155272 0.115798 0.0815366 0.0414499 0.033806 0.0308334 0.102825 0.0976137
internal_count=3910 3469 441 3294 2852 2575 2473 1635 838 1609 807 149 658 578 444 398 360 61 1551 1398 1308 1254 1181 1097 1035 686 612 611 421 417
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=160 421 14 34 1338 2 12 1375 2 2 0 1 401 160 41 456 2 34 123 456 39 160 47 4 457 15 9 159 50 128
split_gain=0.00309187 0.00290971 0.00383633 0.00296226 0.00321724 0.00368791 0.00425692 0.00380837 0.00377566 0.0043269 0.00365221 0.00538009 0.00358765 0.00383401 0.00409492 0.00385993 0.00390779 0.0037952 0.00395517 0.00394894 0.00398707 0.00479104 0.0043812 0.00436347 0.00428294 0.00576447 0.00592184 0.0056579 0.00551089 0.00433345
threshold=-0.40446999999999994 -1.0000000180025095e-35 0.077685000000000018 -0.15639499999999998 1.0000000180025095e-35 0.091985000000000011 0.098845000000000016 -0.55214999999999992 0.10184000000000001 0.10362500000000001 0.18055000000000002 0.11899000000000001 0.079655000000000017 0.11161500000000001 0.077550000000000022 0.077935000000000018 0.090905000000000014 -0.14338499999999998 0.13456000000000004 -1.0000000180025095e-35 0.005105000000000001 -0.092169999999999988 0.13206500000000002 0.24280000000000004 0.082870000000000013 -0.064869999999999983 -0.016839999999999997 -0.48366999999999993 0.082310000000000008 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 3 -3 5 12 7 -7 -8 -10 11 -11 13 14 15 16 17 -5 19 -19 21 -21 23 24 25 26 -23 -28 29 -27
right_child=1 2 -4 4 -6 6 8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0021794994163223027 0.0033850698254796825 0.0033842416976215791 -0.0020883012572149237 -0.0027628718161111618 -0.0033855385178107314 -0.0033926551255190501 -0.0033862799679401979 0.0006771853728136973 0.0033183794952416478 -0.0029179422937632288 0.0033868648704626007 0.0024699197067222524 -0.003280308708665758 -0.002868652130667781 -0.0022457752673371912 -0.0030377190946085739 -0.0024001143360534286 -0.0033843210659312882 -0.0033764554544532016 -0.0029094239374895612 0.0024105934429040649 0.0033910841638296837 -0.003387248129150634 0.0028516025212534696 0.0020990163723914978 0.0013434532454624289 0.0033889778031997099 -0.0033851060028630997 -0.0033857425773485754 -0.0033859600202112493
leaf_weight=0.007496596194254578 0.0029121578868398492 0.0030255995309289565 0.0098819674603731755 0.0044414752555894657 0.0031436134179898536 0.0026811130810528985 0.0055834173453455085 0.14439714343119903 0.0032704375302188273 0.0093062390970999331 0.0018748426227830359 0.0027483803252721381 0.0046107910789032749 0.0061052519099540339 0.0096808601857674148 0.0044972520063808466 0.0064770901970732089 0.0028581174307618076 0.0030398766612051977 0.0047565629801837863 0.012846961501850274 0.0022212958429008731 0.0030705960579098237 0.0097670702837717727 0.014291999760047247 0.03607928693686091 0.0016035429434850821 0.011789165101067312 0.0034936281682149675 0.0023632795093675432
leaf_count=305 25 28 108 8 23 1 78 1038 16 194 2 47 236 108 52 129 66 40 6 90 132 1 11 31 41 574 1 240 213 66
internal_value=0 1.77841e-05 -1.19396e-05 5.21758e-05 2.03729e-05 5.44869e-05 0.000392179 0.000602996 -0.000968753 -0.000183978 -0.00100628 -0.00168954 -0.000343869 -0.000246732 -0.000126626 3.93584e-05 0.00015555 0.000302529 0.000428382 0.000538388 0.000648001 0.000394816 0.000580419 0.000729705 0.000441229 2.95349e-05 -0.00172541 -0.00257403 0.00068295 0.00105271
internal_weight=0 0.332819 0.329907 0.320025 0.316999 0.313856 0.169862 0.147078 0.0227833 0.0171999 0.0139295 0.0120546 0.143994 0.139383 0.133278 0.123597 0.1191 0.112623 0.108181 0.105142 0.102283 0.0894364 0.0846799 0.0816093 0.0718422 0.0575502 0.015614 0.0133927 0.0419362 0.0384426
internal_count=3910 3605 3580 3472 3444 3421 1376 1039 337 259 243 241 2045 1809 1701 1649 1520 1454 1446 1440 1400 1268 1178 1167 1136 1095 242 241 853 640
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=45 14 47 30 1338 1348 484 150 15 14 15 3 156 483 457 39 42 13 13 43 1374 133 13 52 456 0 48 43 151 96
split_gain=0.00280569 0.00432242 0.00370283 0.00288411 0.00283226 0.0032248 0.00404472 0.00407986 0.00396262 0.0053973 0.00414214 0.00495762 0.00366474 0.00347584 0.00323582 0.00370534 0.00459672 0.00327639 0.00403852 0.0045045 0.00332429 0.00335237 0.00352324 0.00675402 0.00479591 0.00507132 0.00474151 0.00559716 0.00385617 0.00380815
threshold=-0.080134999999999984 0.077685000000000018 0.080075000000000021 0.085915000000000019 1.0000000180025095e-35 0.089175000000000018 -0.0043499999999999988 0.094545000000000018 -0.26361999999999991 -0.46879999999999994 -0.19153499999999998 0.30601500000000009 0.10691500000000002 0.11293000000000002 0.53894500000000012 0.16168500000000002 -0.26552999999999999 -0.5337599999999999 -0.49820499999999995 0.24789500000000006 0.086000000000000007 0.13493500000000003 -0.091229999999999992 0.11588000000000002 0.087055000000000007 -0.13027499999999997 0.093225000000000016 -0.083899999999999988 -0.087049999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 -8 -10 12 14 -2 15 16 -12 -18 -19 20 21 22 23 28 25 -24 27 -27 -20 -29
right_child=1 2 -4 -5 -6 -7 8 -9 10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0040453892167111073 -0.0037438407730321123 -0.0040471839613438971 0.0028117522970623455 0.0040441121044802924 -0.0040458039447299051 0.0034638886722624116 -0.0012426745704607021 0.0023254545783456082 -0.0025479497114914264 0.0034471507925546685 -0.0040461207210704606 0.0040445163003826525 -0.0040453984368781625 0.001181821986490088 -0.0040453359765246569 0.0040474266230202498 -0.0040461679675293204 0.0040484073318098239 -0.0012617772090373761 -0.0040455410191783383 -0.0028636660097659701 -0.0036900049663329028 0.0012435505405620469 -0.0029777910060992093 -0.0038889761516239518 0.00044139613815199184 0.0019376408500024953 0.004051799097025046 0.0024229403269459622 -0.001611340642866902
leaf_weight=0.0027306960091664214 0.011974415240594283 0.0073561343884591679 0.0015598569268604479 0.0028681062458133502 0.0028446111796256437 0.004351833914370217 0.0059829996523603759 0.0030902470075488955 0.010423346460548544 0.012182434453933411 0.0044585136270143258 0.0049870985612301402 0.0036565709022298156 0.0029121567238696864 0.0031426839304913292 0.0037972121444909126 0.0030798750656231269 0.0042700107787823063 0.0053984653322913792 0.0042484367756330235 0.0058069498966801794 0.003501374484201846 0.049638990455377993 0.0052558556020585448 0.0049327575252249281 0.048217944634689758 0.01381516848107367 0.0020103165879845611 0.033229300722396715 0.056742060668476327
leaf_count=15 504 108 14 97 23 40 37 20 96 180 16 67 146 56 13 20 7 5 24 160 62 350 153 28 78 345 90 1 175 980
internal_value=0 -7.05398e-05 -0.00284721 7.6017e-06 -2.92739e-05 7.45134e-06 -4.1584e-05 -0.00190258 7.42657e-05 0.0019025 -4.84583e-05 5.16728e-05 -2.63543e-05 -0.00278027 3.20681e-05 8.36536e-05 2.21208e-05 9.76507e-05 0.000151485 8.00073e-05 0.000156696 0.000235438 0.000298129 0.00132282 4.1697e-05 0.000155466 -0.000291702 -0.00057962 0.00190798 -0.00141757
internal_weight=0 0.325736 0.00891599 0.31682 0.313952 0.311107 0.306755 0.0179768 0.288778 0.0181654 0.270613 0.26019 0.255202 0.0148866 0.251546 0.248403 0.244606 0.240148 0.237068 0.232798 0.228549 0.222742 0.219241 0.0438836 0.175357 0.170424 0.120785 0.10697 0.0386278 0.0587524
internal_count=3910 3895 122 3773 3676 3653 3613 580 3033 217 2816 2720 2653 560 2507 2494 2474 2458 2451 2446 2286 2224 1874 227 1647 1569 1416 1326 199 981
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=2 50 15 14 14 3 133 474 142 51 483 453 158 156 48 11 457 2 151 2 49 1373 0 401 16 43 1211 123 457 50
split_gain=0.00272343 0.002938 0.00335768 0.00369064 0.00369192 0.00614963 0.00361612 0.00343112 0.00406336 0.0045489 0.00340974 0.00338837 0.00350485 0.00443542 0.00318758 0.00513017 0.00401272 0.00420195 0.00372937 0.00320709 0.00545228 0.00587259 0.00435468 0.00373192 0.00367194 0.00429149 0.00338139 0.00328001 0.00325243 0.00329441
threshold=0.17730000000000004 0.14262000000000002 -0.26361999999999991 0.083835000000000007 -0.13131999999999996 0.30601500000000009 0.10681500000000001 -1.0000000180025095e-35 -0.073359999999999995 0.11024000000000002 0.088030000000000011 0.091855000000000006 0.084965000000000027 0.10477500000000002 -0.064549999999999982 0.088315000000000018 -0.0015249999999999997 0.11578500000000001 0.096145000000000022 0.10184000000000001 -0.13451999999999997 -1.0000000180025095e-35 0.15480500000000005 0.083100000000000021 0.18126 -0.11652999999999998 1.0000000180025095e-35 0.092740000000000017 0.53894500000000012 0.086465000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 10 -1 -9 -10 11 12 13 14 -6 16 17 -16 19 22 -21 -22 23 26 -23 -26 27 28 29 -18
right_child=-2 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 -17 18 -19 -20 20 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0042143815922080019 0.0033989140180805651 -0.0035736867044455058 -0.0034564778526060057 -0.0042082010095417033 0.0020553309576217967 0.0042079339571596429 -0.003134960974574004 -0.0036276791969831875 0.003550853353692646 -0.0011695415295625742 -0.0039976422830401192 -0.0039736804367503549 -0.001867771868786937 -0.0042088802136727643 -0.0034895371184219697 -0.00377785108363313 0.00090631708240687453 0.0019487789398379308 -0.0042084537951339518 -0.0025209123267629953 -0.0031779257560182921 0.0032263571456875974 -0.0023584980918829779 -0.0042080306196301378 0.0039688413825411844 -0.0014304432984317693 -0.0042076439214945062 -0.0039801513342660154 -0.0042086402817389261 -0.0022040954484037348
leaf_weight=0.0017484356649219981 0.0040330580754073244 0.0042039337647956634 0.0056979285559464179 0.003933516633210842 0.016428061554719875 0.0059153622730718771 0.0068990137686562028 0.0021308912801032412 0.015862900772987132 0.0046789972720944198 0.0038147127390217852 0.0037260554549902727 0.015550619392140419 0.0039828676099702412 0.0094236163038878829 0.0057773118212764976 0.11973356031023563 0.0034297919146411013 0.0030777317975889664 0.0055545351660839506 0.0036706615064758799 0.027460652181808598 0.011297106663960221 0.0030951472043341246 0.0039467497572331922 0.007666389407376073 0.0026865232222412763 0.0027568486957534324 0.0023856750412960528 0.006346240988797546
leaf_count=1 84 48 40 76 145 69 512 4 246 17 237 27 278 147 164 37 882 10 32 19 2 167 24 209 5 82 126 12 10 198
internal_value=0 -8.04104e-05 -3.28349e-05 -0.000161443 -0.000104658 -3.51147e-05 -0.000128521 0.00146413 0.00190203 0.00247565 -4.92978e-05 9.08211e-06 6.74452e-05 0.000193509 0.000268206 0.000133722 0.000240052 -0.00203838 0.000386716 0.000458652 0.00140019 0.00190973 0.000152009 0.000359021 0.00238768 0.000404515 0.000464583 0.000560238 0.000657674 0.000749754
internal_weight=0 0.312882 0.308678 0.284257 0.280323 0.274625 0.26871 0.0244212 0.0226728 0.0205419 0.261811 0.257996 0.25427 0.238719 0.234737 0.218309 0.212531 0.0128534 0.199678 0.1966 0.048299 0.0427445 0.148301 0.137004 0.0390738 0.0116131 0.133909 0.131222 0.128465 0.12608
internal_count=3910 3826 3778 3510 3434 3394 3325 268 267 263 2813 2576 2549 2271 2124 1979 1942 174 1768 1736 275 256 1461 1437 254 87 1228 1102 1090 1080
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=2 484 1446 151 16 401 4 0 41 8 160 13 132 133 1 1375 3 123 52 0 132 48 2 52 131 0 151 160 15 124
split_gain=0.0118871 0.0136246 0.01189 0.0120676 0.0124405 0.0111807 0.00992243 0.0189977 0.0157098 0.0127897 0.0124103 0.00990153 0.0202231 0.0145874 0.0135024 0.0124062 0.0118293 0.0108829 0.0142113 0.0119976 0.00941396 0.00954238 0.0110772 0.0108145 0.0153032 0.0129657 0.0115584 0.0134086 0.0116854 0.0110258
threshold=0.097940000000000013 -0.0043499999999999988 0.091660000000000005 -0.40391999999999995 -0.54165499999999989 0.083100000000000021 -0.37626499999999991 0.024745000000000003 0.080335000000000018 1.0000000180025095e-35 -0.217635 -0.085879999999999984 0.084305000000000005 0.10681500000000001 0.10617500000000001 0.097315000000000026 0.090325000000000003 1.0000000180025095e-35 0.10701500000000001 0.37339500000000009 0.08704000000000002 0.092150000000000024 -0.074699999999999989 -0.092854999999999979 0.097135000000000013 -0.017269999999999997 -0.016164999999999995 0.086620000000000016 -0.087539999999999993 -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 -1 3 -2 -5 6 -3 8 9 10 -8 13 14 -6 15 17 -16 18 -13 -20 21 22 -12 24 25 29 28 -28 -25 -24
right_child=2 5 -4 4 11 -7 7 -9 -10 -11 20 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0011166495132138767 -0.00092796894354229241 -0.00066927710757002724 -0.001281882100403006 0.0012875961613501644 0.00067131595316305978 -0.0012689069377537783 -0.0012844299182794428 0.00099438255574550911 -0.0012176331657649162 0.0010395115123243508 -0.00090130148913440244 -0.0011411496866645726 0.0010075180196655559 -0.0010714062204790432 0.00097987725459896765 0.0013216310255460644 -7.0279117538496713e-05 0.00048144297608561837 -0.00089235198409900551 0.0013253171793400126 -0.0012469940127836788 -0.00067351214947918459 0.00097965502016298159 0.0012175960343308572 0.0010080109771346984 0.0013232276640936852 0.00024403999780688452 -0.0011439300460097388 -0.00032104405142049106 -0.0010937894406294198
leaf_weight=0.023960103991328197 0.015648957421944942 0.042511706584264175 0.0096111054205039181 0.019247879788508726 0.098388313979739905 0.013760533018739807 0.014171123322853418 0.030967600295525699 0.020030697072570547 0.018902730551872082 0.018372193317190977 0.055891709410047952 0.03169644420631812 0.0091402015009407478 0.02586243676819322 0.0061381510231512939 0.067223006775748217 0.013220323300174641 0.0083428336917279466 0.0086535853333771229 0.010606838150977183 0.031520458008685637 0.005016857570353749 0.037473016371222911 0.012152238973158092 0.0052527282998653382 0.14937463058132039 0.013189359402872469 0.011152386019148253 0.040637365968791528
leaf_count=475 33 82 57 56 251 258 242 60 69 48 35 307 107 14 147 3 71 28 106 2 111 77 10 36 13 8 888 57 81 178
internal_value=0 -0.000145782 0.000166559 0.000205287 0.00025687 -9.68191e-05 -6.18583e-05 -2.03157e-07 -7.96146e-05 -1.76408e-05 -7.49122e-05 0.000195742 3.35107e-05 0.00052318 -0.000133069 -0.000490854 0.000221492 -0.000620055 -0.000819843 0.000236756 -2.37088e-05 1.63206e-05 9.06279e-05 0.000157078 -0.000322456 -0.000640058 0.000300263 0.000131429 0.000864704 -0.000865942
internal_weight=0 0.499053 0.369065 0.359454 0.343805 0.475092 0.461332 0.41882 0.387853 0.367822 0.348919 0.324557 0.217028 0.107529 0.185332 0.0922466 0.0930854 0.0861085 0.0728881 0.0169964 0.334748 0.324141 0.292621 0.274249 0.0630592 0.050907 0.211189 0.162564 0.0486254 0.0456542
internal_count=3910 2728 1182 1125 1092 2253 1995 1913 1853 1784 1736 1036 771 265 664 446 218 443 415 108 1494 1383 1306 1271 209 196 1062 945 117 188
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=39 3 48 13 48 51 51 2 457 158 150 43 43 52 3 43 43 15 9 3 39 448 52 15 49 0 0 39 133 42
split_gain=0.002781 0.0037792 0.0036519 0.0042193 0.00343718 0.00551205 0.00463974 0.0060339 0.00446479 0.00416412 0.00411998 0.00418448 0.00638565 0.00444257 0.00485125 0.00549423 0.00876953 0.00508677 0.00508295 0.00409505 0.00380493 0.00376293 0.00363463 0.00365086 0.0035368 0.00351914 0.00331356 0.00331744 0.00457339 0.00401533
threshold=0.005105000000000001 0.31335500000000011 0.11280000000000003 -0.37340499999999993 0.12649500000000002 0.13741000000000003 0.13474500000000003 0.11542500000000001 -0.0015249999999999997 0.084965000000000027 0.082085000000000019 -0.074254999999999988 -0.079109999999999986 0.11401500000000002 0.086245000000000016 0.0050750000000000005 0.093240000000000017 -0.008624999999999999 -0.016839999999999997 0.090325000000000003 -0.037714999999999992 -0.079254999999999978 -0.23375999999999997 -0.10981499999999998 0.10817500000000001 -0.035699999999999989 -0.14293499999999998 0.082810000000000009 0.085355000000000014 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 21 10 11 12 22 14 15 18 -17 -16 -13 -11 -9 -1 -10 -24 -18 -19 -5 -28 -29 -30
right_child=2 -3 -4 26 5 -7 -8 20 9 19 -12 13 -14 -15 17 16 24 25 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0028083266683515511 -0.0029321420811950936 0.0028269081471390123 0.0034354813621660608 0.0033366542943227533 -0.0035951459903245547 0.00043278635236566659 -0.0033577803215372017 -0.002864045397441904 -0.0035915510724905879 -0.0031051281989445023 0.00098989168105376841 0.0035971663423362945 0.0028823536108095295 -0.00359252676311327 -0.0011097168322527736 0.0024663602992025923 -0.002867265841210216 0.0031910454283327399 -0.0026129904683849341 0.0025119321352622039 0.0022505537176935133 -0.0030813281169627151 -0.003376349083154893 0.00050013161791478012 0.0035765112112737612 -0.00023082526373339893 0.0034640246054524278 -0.00091519106405572772 -0.0034214675326973095 0.0031754068778675256
leaf_weight=0.0016058129941143315 0.0044289083340345306 0.0052834898217213313 0.00574541202979617 0.0055494464871799201 0.009660347149917925 0.0080137469641385906 0.0055982484967778126 0.0020747974554069506 0.0035762941176358245 0.0099349005457085582 0.043869392738663748 0.001812657341361045 0.011471047504414855 0.0066218566569204987 0.012326192627426735 0.010739728428546869 0.0094979177073728493 0.010536332281048999 0.027155622207263974 0.0020122618273035195 0.01950120724860227 0.010837569067749797 0.0034131963876689033 0.038059043902553213 0.001241750803288256 0.0061287068055548835 0.0039178536699182578 0.022177865576054501 0.0014136694917397108 0.0075037230721761716
leaf_count=16 17 123 59 66 64 24 115 11 115 267 206 1 81 185 34 172 166 22 823 6 239 234 36 454 7 50 11 179 3 124
internal_value=0 -0.000178956 0.000739773 0.000395531 -0.000241068 -0.00176881 -0.000127624 -4.98183e-05 -0.000234892 -0.000104036 2.76436e-05 -0.000268423 0.000490619 -0.000766916 -0.000531379 -0.00120404 0.000172077 0.000639113 -0.0022244 -0.00215905 0.00175872 -0.00232127 -0.000118407 0.000181094 -0.00212222 0.00193262 0.00075887 0.0003503 -4.2014e-05 0.00212961
internal_weight=0 0.260972 0.0507369 0.0449915 0.255689 0.0176741 0.238015 0.232416 0.21084 0.198397 0.18645 0.14258 0.0565196 0.0860608 0.0794389 0.0504477 0.0214794 0.0289912 0.0289683 0.0119472 0.021576 0.0124434 0.0450485 0.0414722 0.0107397 0.016665 0.0405626 0.0350131 0.0310953 0.00891739
internal_count=3910 3451 459 400 3328 88 3240 3125 2875 2625 2352 2146 686 1460 1275 1169 345 106 824 273 250 250 605 490 173 72 383 317 306 127
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=1 0 42 43 52 2 4 2 12 132 160 0 2 133 4 52 45 14 1373 47 4 50 1375 2 16 0 48 150 47 49
split_gain=0.0157055 0.0166954 0.0133219 0.0158713 0.0131365 0.0133574 0.012645 0.012145 0.0131161 0.0121361 0.01041 0.00900399 0.00862328 0.00837753 0.00828953 0.0126347 0.00784578 0.0147543 0.00810852 0.00936267 0.0160162 0.0128279 0.00970857 0.0130889 0.0178475 0.00854148 0.0083219 0.00936376 0.00768037 0.010208
threshold=0.085835000000000009 -0.060094999999999989 0.092635000000000009 -0.52334499999999984 0.084240000000000023 0.085005000000000011 -0.0025899999999999994 0.10393500000000001 0.085185000000000025 0.079995000000000011 -0.40446999999999994 -0.11756999999999999 0.14808000000000002 0.085625000000000021 -0.49837999999999999 0.10433000000000002 -0.080134999999999984 0.073890000000000011 0.09586500000000002 0.086425000000000016 -0.23071499999999998 0.11515000000000002 -0.43271999999999994 0.082715000000000025 -0.079819999999999988 -0.065204999999999985 0.084905000000000022 0.091630000000000003 0.10783500000000001 0.10581000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 14 -4 5 -1 -7 8 -8 10 -2 -10 13 16 15 -3 -12 18 19 20 -18 22 -22 24 -24 -26 -25 -28 29 -21
right_child=9 2 3 -5 -6 6 7 -9 11 -11 12 -13 -14 -15 -16 -17 17 -19 -20 28 21 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=0.00028273577750085173 -0.0011380825720428451 -0.0012953517555887653 0.00099427602413997202 -0.0012958542417249538 -0.0012947628031458745 -0.0012945739431091227 -0.0010150757505879213 -0.0012602374676253735 -0.0012942762170435175 0.000902494936650325 0.0012954186933124472 0.00073537944003543212 0.00099369857423817773 0.00090850476987077832 0.00045334185211534005 0.00067190191939413247 -0.0011664966739786612 -0.0012972205070817416 -0.0012949721499021965 -0.00092963045200905549 -0.00043187875699323845 -0.0012392602709198031 0.00057492021027482027 0.00097904115444761371 -0.0012707505706331525 0.00014408276060641614 1.3640190078539842e-05 0.0010764492643342699 4.2870878473784589e-05 0.00064237051189540103
leaf_weight=0.03847133274749126 0.011719633670395524 0.012444000652294562 0.0067120467720087609 0.020633996388426112 0.031026493068637251 0.031263325252012919 0.013888455177720971 0.016079819192100331 0.0041820856204139991 0.03098275963316155 0.0079100232396740466 0.029189418154089708 0.017254327295745497 0.018601883045676004 0.08795118164186988 0.009740632527609705 0.013385891312282183 0.014265512968449912 0.0074233985556020335 0.037887146885339007 0.023956966148034553 0.0088604462583248278 0.037610433035865753 0.070544293622333498 0.019528956231965822 0.011258067715516518 0.045405500075503369 0.019977984085926437 0.066682140634043208 0.0084563471491492237
leaf_count=191 84 49 3 87 870 540 75 108 25 159 13 139 107 248 102 11 124 36 23 111 15 35 149 177 162 29 56 27 148 7
internal_value=0 -0.000258121 7.44267e-05 -0.000733745 -0.000536725 -0.000359988 -0.000621358 -0.000289071 4.13604e-05 0.000119872 6.48542e-05 0.000481025 9.77159e-05 6.01703e-05 0.000275091 -0.000431587 2.00317e-05 -6.15527e-06 4.34911e-05 7.08212e-05 0.000210266 0.000287979 0.000347257 0.00043861 -2.29737e-05 -0.00075338 0.000670874 0.000338382 -0.000238266 -0.000642786
internal_weight=0 0.301583 0.137482 0.027346 0.164101 0.133074 0.0946031 0.0633398 0.04726 0.471712 0.440729 0.0333715 0.429009 0.411755 0.110136 0.0221846 0.393153 0.385243 0.370978 0.363554 0.250529 0.237143 0.228282 0.204325 0.0683975 0.030787 0.135928 0.0653835 0.113026 0.0463435
internal_count=3910 2200 252 90 1948 1078 887 347 239 1710 1551 164 1467 1360 162 60 1112 1099 1063 1040 774 650 615 600 340 191 260 83 266 118
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1213 475 160 484 150 15 142 474 151 14 10 11 130 3 43 4 403 124 124 155 1 49 0 12 0 4 49 16 1375 13
split_gain=0.0112669 0.0101547 0.00964366 0.00882619 0.0146422 0.0106836 0.00912106 0.0105507 0.00774077 0.00793666 0.00749573 0.0101628 0.0077184 0.0104924 0.0129131 0.0109422 0.00945188 0.00940019 0.0128314 0.0104999 0.0101259 0.0187803 0.0147818 0.0109182 0.0129208 0.0175659 0.0136027 0.0105225 0.010217 0.00928486
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 -0.0043499999999999988 0.097030000000000019 -0.26361999999999991 -0.073359999999999995 -1.0000000180025095e-35 -0.52174999999999983 0.088250000000000009 0.069960000000000008 0.088315000000000018 -0.23515499999999998 -0.100615 0.083940000000000015 -0.48072499999999996 -0.081784999999999983 -0.061329999999999989 -0.50873999999999986 0.083500000000000005 0.10113500000000002 -0.085974999999999982 -0.10783 0.093125000000000013 -0.083934999999999996 -0.077889999999999987 -0.082494999999999985 -0.094359999999999986 -1.0000000180025095e-35 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -7 10 11 12 -10 14 15 -14 -15 18 -18 20 21 -19 27 24 25 -24 -27 28 -23 -22
right_child=2 -3 3 5 -6 8 7 -9 9 -11 -12 -13 13 16 -16 -17 17 19 -20 -21 29 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001269365223313605 -0.0008700620300204925 -0.0011016001529069001 -0.00084063722601736724 -0.001008970406484866 0.0008856290201797901 -0.001079807705924421 -0.0012731044170595578 0.00094065131418479648 -0.0012507370973545537 -0.0011419274093529626 0.0011888033366469458 -0.00082786807709890446 -0.00029658680195831269 -0.0012686293185787767 -0.00015679752988537407 0.00087504385545348685 -0.0012056448441401721 -0.0012698777383588081 0.00069641358916319913 -0.0012691246105586663 0.00066388176725904477 -0.00078064982638579173 0.0010276841554477897 0.00016788927203949838 -0.0012245105593650723 0.00094053794812315548 -0.0010157416981057313 0.00085263227353239268 0.00039431032802989885 -1.8266404341469247e-05
leaf_weight=0.0032970239408314219 0.019879516014157161 0.024490511888686228 0.039360023506162634 0.0051134276727680108 0.0098898933392774779 0.010203488871411537 0.0037502851337194434 0.045234795306328124 0.0070900756679748147 0.0091043987092120915 0.0091747657825180795 0.021254101562817596 0.015518845722453989 0.0094277954221979599 0.045805151052491055 0.073802292912773737 0.006406398562830872 0.022855263995211317 0.052131765282410925 0.011167228865076595 0.054213856923297499 0.018721248122346879 0.013626593388224251 0.045303372052217128 0.032918470412482748 0.0070232096695690407 0.030756613963490054 0.037118699526899945 0.032697366963930108 0.078680018953036779
leaf_count=4 273 588 562 4 22 57 1 267 24 43 30 86 32 370 35 149 17 70 138 119 129 18 57 183 236 3 196 32 36 129
internal_value=0 -0.000820282 1.80633e-06 2.49671e-05 -0.000493985 6.1526e-05 0.000602907 0.000771167 1.61185e-05 3.3734e-05 5.08409e-05 3.39062e-05 6.46762e-05 8.05327e-05 0.000390712 0.000671482 -1.19815e-05 1.47247e-05 0.000488253 -5.72586e-05 -2.10653e-05 -0.000176047 -6.14563e-05 -0.000334298 -0.000604096 -0.00020681 -0.000652072 0.000338013 -3.34865e-05 0.000260015
internal_weight=0 0.0277875 0.768229 0.748349 0.0492499 0.6991 0.0540985 0.0489851 0.645001 0.634798 0.625693 0.616518 0.595264 0.588174 0.135126 0.0893211 0.453048 0.44362 0.0585382 0.385082 0.373915 0.241021 0.218166 0.129628 0.0843249 0.0514064 0.0377798 0.0885373 0.0514186 0.132894
internal_count=3910 592 3318 3045 584 2461 272 268 2189 2132 2089 2059 1973 1949 216 181 1733 1363 155 1208 1089 831 761 675 492 256 199 86 54 258
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=1 4 42 132 49 49 13 12 16 15 4 52 43 41 159 1446 2 43 133 1373 106 47 4 128 1375 50 149 4 4 156
split_gain=0.00292934 0.00494704 0.00491543 0.00425986 0.00417335 0.00544413 0.00415301 0.00487869 0.00435942 0.00452696 0.00378335 0.00542873 0.00361381 0.00352661 0.00330217 0.00328078 0.00355901 0.0032563 0.00298074 0.00318692 0.0032366 0.00328826 0.00599216 0.0049568 0.0041525 0.0050479 0.00501866 0.0050172 0.00560806 0.00500786
threshold=0.085835000000000009 -0.084009999999999987 0.092860000000000012 0.079995000000000011 -0.084114999999999981 -0.075429999999999983 -0.10241499999999999 0.085665000000000005 -1.0000000180025095e-35 -0.0063699999999999989 -0.49837999999999999 0.10433000000000002 -0.46376499999999993 1.0000000180025095e-35 0.11252000000000002 0.091520000000000018 0.14808000000000002 -0.091614999999999988 0.085625000000000021 0.09586500000000002 0.092305000000000012 0.086785000000000015 -0.23071499999999998 0.086435000000000012 -0.43271999999999994 0.11644500000000001 0.11108000000000001 0.0014600000000000001 -0.0010999999999999996 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 2 10 15 -3 -6 7 -7 17 -10 11 -1 -4 14 -12 16 18 -8 19 20 21 22 -2 24 -24 26 27 28 -26 -29
right_child=3 4 12 -5 5 6 8 -9 9 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0033856159446103884 -0.0029880259721786978 -0.0033847486480822644 0.00085258609795259201 0.00225019627481761 0.0021821884185532609 -0.0023802969714007286 -0.00023965742370171846 0.0019710382417917065 -0.0019187592988314517 0.0022346051534063182 0.0018998967642716341 0.0016108041114294544 -0.0033861567262616259 -0.0016551893245596158 -0.0022799686363077633 -0.0033016738676882908 0.0026370478097362164 -0.0032959087423812608 0.0022911256029701822 -0.0033850632504617722 -0.0033457718048280289 -0.00059286293240640902 -0.0011084217296271918 -0.0033563356219131128 0.001074311597423844 -0.003245750800164697 -0.0022611813609574433 0.0027109353040219771 -0.0026538166632855582 -0.0014957710974614973
leaf_weight=0.0054673620307426063 0.0054761329353425472 0.0079723460622389553 0.0035799031294345696 0.011286022815937713 0.0063459754668997439 0.0044911739095212519 0.0051289744246361115 0.0085953802714158201 0.0069385473193204206 0.0052985635140174736 0.030667395864206526 0.0045709094431458652 0.0064541129852955237 0.0042927516891495534 0.0023280550161075544 0.0031755539375239996 0.0064404878553432346 0.017988832986443271 0.0066693837401885494 0.0031535521941350444 0.0031498221505898974 0.050344267822964639 0.011618355521477497 0.00341968428607231 0.034900963073681616 0.003022600957187648 0.0045140724942029911 0.033586503827848446 0.0053238967216202642 0.0035855962998994064
leaf_count=49 123 94 11 159 30 43 124 36 296 79 353 11 45 37 14 59 104 978 250 24 6 275 15 65 303 31 9 236 42 9
internal_value=0 -0.000441017 0.000277223 0.000234262 -0.00109747 -0.000764634 -0.00115068 0.000477704 -0.00175342 -0.000120388 0.000733292 -0.0011105 -0.00187387 0.00122966 0.00160498 0.000106716 0.000168492 -0.00261784 7.42858e-05 -1.69256e-05 4.99014e-05 0.000118555 0.00045821 0.000646984 0.000788774 0.0010483 0.00120675 0.00140901 0.000580881 0.00230516
internal_weight=0 0.12012 0.0573605 0.189667 0.0627598 0.0547874 0.0484415 0.0130866 0.0353549 0.0122371 0.0473265 0.0100383 0.010034 0.0372882 0.0329955 0.178381 0.175205 0.0231178 0.168765 0.162095 0.158942 0.155792 0.105448 0.0999717 0.096552 0.0849336 0.081911 0.077397 0.0402249 0.0371721
internal_count=3910 2200 520 1710 1680 1586 1556 79 1477 375 464 60 56 404 367 1551 1492 1102 1388 1138 1114 1108 833 710 645 630 599 590 345 245
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=160 39 151 16 51 46 1 122 3 42 106 13 45 14 158 1213 475 16 52 16 4 48 51 2 48 16 0 48 1 15
split_gain=0.00281402 0.00267881 0.00338287 0.0048338 0.00328774 0.00313596 0.00347707 0.00449346 0.00300831 0.00286845 0.00357223 0.00402982 0.00273462 0.00455806 0.00263526 0.00273449 0.00421295 0.00281363 0.00290892 0.00302873 0.0068627 0.00293743 0.00508294 0.00442212 0.0048019 0.00630929 0.0057816 0.0058219 0.00411275 0.00586155
threshold=-0.40446999999999994 0.005105000000000001 -0.52174999999999983 -0.54165499999999989 -0.40274499999999996 0.086210000000000009 0.11353000000000001 0.12621500000000005 0.31335500000000011 -0.090359999999999982 0.092305000000000012 -0.093439999999999981 -0.080134999999999984 0.077685000000000018 0.11034000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.53257999999999994 -0.42985499999999993 0.41476000000000007 -0.51381999999999983 0.12675000000000003 0.13741000000000003 0.092175000000000021 0.099240000000000009 -0.015314999999999997 0.13167000000000004 0.08734500000000002 0.13084000000000004 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 12 -6 11 -11 -5 14 15 16 -14 -17 -19 20 -20 23 -23 28 25 26 27 -25 29 -22
right_child=1 4 3 8 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 17 -18 18 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021979961989661706 -0.003452307346905323 -0.003452685528615941 0.0025406162538918124 0.0034525879993364391 -0.0025872304876255092 -0.0022717468295970654 0.0034528621717353149 -0.0034535389432705961 0.0025864446517847601 -0.0021601074818801145 -0.0024700635763603559 0.0020376901280733236 0.0034523102876125207 -0.0034540524514502643 -0.0034522293881918422 -0.0026000889472339887 -0.0034520452730854964 -0.0024924005758423825 -0.0034537585561661617 0.0021002873562690786 -0.0030157271994963233 -0.0034557214357403528 0.00061403398539203505 0.00098916789489890238 0.0029315746545353905 0.0017117525392008658 -0.0033946595063611908 -0.0022767780598703311 0.003453504372972995 -0.00013200076598566832
leaf_weight=0.0069506792579261392 0.0035762511127188637 0.0020836679835980467 0.0081561404837771079 0.0023914746379887211 0.0030454430855399997 0.0032658559612173113 0.011226001889554027 0.0012466758780647078 0.0046470754049892085 0.0031741188226987972 0.003174188495904672 0.01920192602622706 0.0012795604998245835 0.0051907352076767657 0.0028966437443607154 0.0050956677075646431 0.0059357615654747056 0.0054465188962939939 0.006708176857785019 0.0083364826298577555 0.0094328858604235677 0.0071816260922616948 0.0074441903669537624 0.025819436555295283 0.010997388989039791 0.028937347680056291 0.0064426954277223549 0.0086889294771523851 0.0033415952111681682 0.076338449124000007
leaf_count=305 60 20 78 14 26 12 204 2 118 20 5 163 4 81 129 13 508 316 30 45 110 32 20 251 47 166 8 30 12 1081
internal_value=0 2.40436e-05 -0.000120371 -7.08678e-05 0.000784059 0.000983183 0.00124202 0.00276255 -0.000162458 0.000578809 0.000956183 0.00144222 -0.000218509 -0.00025744 -0.000182129 -0.000138563 -0.00222763 -6.68578e-05 -3.92502e-06 6.39549e-05 -2.47693e-05 9.98201e-05 -0.00138431 0.000227507 0.000811755 0.000478188 -0.000393488 0.000166829 -0.000302802 -0.000449145
internal_weight=0 0.290703 0.244285 0.240709 0.0464179 0.0443342 0.0410684 0.0124727 0.232553 0.0285957 0.0255502 0.022376 0.227906 0.225514 0.220323 0.217427 0.00721532 0.210211 0.205116 0.199669 0.191333 0.184625 0.0146258 0.169999 0.0808858 0.0698884 0.0409511 0.0345084 0.0891129 0.0857713
internal_count=3910 3605 3153 3093 452 432 420 206 3015 214 188 183 2897 2883 2802 2673 512 2161 2148 1832 1787 1757 52 1705 502 455 289 281 1203 1191
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=1456 151 151 4 11 403 474 480 3 38 124 155 1 1 2 3 48 2 4 0 12 3 3 1 0 0 48 2 13 16
split_gain=0.00256419 0.00347633 0.00251721 0.00288284 0.00624909 0.00344404 0.00297836 0.00292997 0.0028039 0.00382 0.00432363 0.00394681 0.00362022 0.00646956 0.00599145 0.0059853 0.00412039 0.00371825 0.00423534 0.00666345 0.00373636 0.00401746 0.00458156 0.00379166 0.00367614 0.00553189 0.0033852 0.00364155 0.00825289 0.00288862
threshold=-1.0000000180025095e-35 -0.035524999999999994 -0.52174999999999983 0.27608500000000008 0.080455000000000013 -0.092224999999999988 -1.0000000180025095e-35 0.08456000000000001 -0.12008499999999998 0.10208000000000002 -0.048219999999999992 0.083500000000000005 0.094695000000000015 0.09112000000000002 0.10393500000000001 0.086245000000000016 0.086285000000000014 0.10274500000000002 -0.10647999999999999 -0.070894999999999986 0.085250000000000006 -0.084129999999999996 -0.08348499999999999 1.0000000180025095e-35 -0.051824999999999989 -0.017269999999999997 0.082070000000000018 0.106285 0.068400000000000002 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 26 10 -10 12 13 14 15 17 -17 18 -12 20 21 -20 -23 -24 29 -26 27 28 -7 -14
right_child=2 -3 3 6 -6 7 -8 -9 9 -11 11 -13 24 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0008182405367730838 -0.0028279934815022313 -0.003591728949325741 -0.003590927180766537 -0.003596120581716163 -0.0033103072299392015 0.0019528897961779484 0.0012059476860510909 -0.0035913041040348229 0.001613391045331535 -0.002878253504828648 -0.0035929262769170043 -0.0035916145510754027 -0.0027279736283508755 -0.0034793081849139908 -0.0028674754929924589 0.0025127670971201469 -0.0002837920569299589 0.0032203862377836738 -0.0035913957908930341 0.0024936007272759065 -0.0031182030573304771 0.0033210248032582018 -0.0035925918303657553 0.00099368057190748864 -0.0024905200278711368 0.0030461957118565241 0.0033088147053095007 0.0023533202600709577 -0.0029204710279138648 0.0012127215224345511
leaf_weight=0.003810949220039106 0.0039031329812075901 0.0058303650694817577 0.003331680839085748 0.0017444011482439228 0.0074449701089065448 0.0091459438509673419 0.036667992299740604 0.0027577593111267609 0.020322022209029456 0.0059195007731318574 0.0065738591505919352 0.0041710260976088867 0.0025205446800100608 0.0085794068192370787 0.0096336941491728112 0.01751205358630159 0.011096742789447944 0.0029563102868905835 0.0038589370380250889 0.0077285715829020904 0.0093929566354038485 0.0049829642584882103 0.0039976466781865769 0.005551541964223361 0.0095355406582484648 0.0030773879341268193 0.0069866661565356472 0.0091124850055166462 0.0087819984477164326 0.049411167638623965
leaf_count=41 65 328 439 4 166 40 419 203 165 35 31 144 5 99 177 48 29 7 155 18 780 5 71 30 52 26 24 18 37 249
internal_value=0 -0.00184859 3.51276e-05 7.60928e-05 -7.33363e-05 3.28562e-05 0.000987874 8.68496e-05 0.000132779 -3.98857e-05 5.29916e-05 -0.000144483 -5.25566e-05 -0.000510449 -0.00020462 0.000143684 0.00142804 -0.000672072 -0.000945492 -0.000455417 -0.00127573 -0.000334721 0.000530072 -0.000926304 0.000599149 -0.00113963 0.00108077 0.000505097 -0.000434325 0.00102146
internal_weight=0 0.00964131 0.276699 0.272796 0.234383 0.226938 0.0384124 0.223607 0.220849 0.186822 0.180902 0.16058 0.156409 0.0918647 0.0832853 0.0736516 0.0286088 0.0450428 0.0420865 0.0355126 0.027784 0.0183911 0.0145322 0.00954919 0.0645446 0.0126129 0.0340271 0.0270404 0.0179279 0.0519317
internal_count=3910 369 3541 3476 3053 2887 423 2448 2245 2126 2091 1926 1782 1450 1351 1174 77 1097 1090 1059 1041 261 106 101 332 78 119 95 77 254
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=160 484 150 1 146 51 130 148 150 11 3 15 0 49 3 0 0 147 13 9 13 2 15 2 52 3 3 12 0 4
split_gain=0.00238039 0.00247847 0.00445907 0.00275008 0.0035228 0.00344037 0.0034013 0.00336085 0.00285131 0.00269474 0.00360421 0.00565659 0.00395601 0.00585166 0.0040103 0.00391331 0.00360126 0.00356239 0.00354226 0.00595963 0.00433876 0.00428794 0.00413051 0.00409202 0.00377324 0.00328229 0.00433942 0.00360735 0.00437147 0.00262413
threshold=-0.40446999999999994 -0.0043499999999999988 0.094545000000000018 0.12811000000000003 0.11615000000000002 -0.025709999999999997 -0.10152499999999999 -0.084284999999999985 0.15024000000000001 0.088315000000000018 -0.100615 -1.0000000180025095e-35 -0.13027499999999997 -0.13451999999999997 0.013395000000000002 0.18055000000000002 -0.060094999999999989 0.074865000000000015 -0.083514999999999992 -0.016839999999999997 -0.084184999999999996 0.092745000000000008 0.18599000000000002 0.10393500000000001 -1.0000000180025095e-35 -0.078669999999999976 -0.013944999999999997 0.097510000000000013 -0.088084999999999983 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -3 -8 9 10 11 -9 13 -12 -15 18 -13 -11 20 -20 21 22 29 -23 -25 -21 27 28 -27 -14
right_child=1 3 -4 4 -6 -7 7 8 -10 17 12 16 15 14 -16 -17 -18 -19 19 25 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0021945467005935739 -0.0022878112503964673 -0.0032848209640288033 0.0022689020890147098 9.5665238035945907e-05 -0.0026645210461762872 0.002733639581574898 -0.0026942373346651601 0.003007616708214699 -0.0035681864765881172 -0.0026003163471158847 -0.0031531418099311412 -0.0019576532743331406 -0.0029208437715287912 0.003206620568827011 0.00057257946467829577 0.0035938003026528241 0.00089554096777908908 0.0027690132470886693 0.0035943560365787543 -0.0034798364732058656 0.0027327016400880396 0.0021557339078508587 0.0035821148166078408 0.002633148215195323 -0.0032429932837497754 -0.0035913905013405891 -0.0024920647081433829 -0.0035910493713734847 0.0019815092843609322 0.0022453713820514394
leaf_weight=0.0063922510696912118 0.013064877888478321 0.0040479418955001725 0.0035132979292029623 0.011386014135723599 0.0028043471429555203 0.014479667796820195 0.0056588232587841949 0.014151915766746015 0.0026837811210498322 0.0086306724478504293 0.004809328800149614 0.0071318044781349945 0.012767149610930062 0.0087645780855325484 0.049760561034077 0.0028733524904964716 0.028476113695887761 0.0019537375846994118 0.0029060015593529434 0.010303818294641325 0.0067340583798198841 0.010853084402953073 0.001657767855022029 0.00203792153155291 0.0045643338626746299 0.0021961441760751663 0.015244077786775286 0.0026539027133978274 0.010448348218254466 0.0014073277335455723
leaf_count=305 586 71 24 87 5 220 74 106 6 107 19 98 371 92 160 8 77 6 34 761 34 41 3 28 34 38 153 208 146 8
internal_value=0 2.25662e-05 -0.00132214 0.000111245 0.00115798 0.00157241 -2.34989e-05 3.68739e-05 0.000109429 0.000156355 0.000249914 0.00108729 -2.79054e-05 0.000654179 0.000967047 -0.000526472 0.000324083 -0.00160921 -0.000667793 -0.00137395 0.000104194 -0.000427551 -0.00178071 0.000799779 -0.0014292 -0.00172742 -0.00113623 0.000214793 0.00101359 -0.00240791
internal_weight=0 0.267965 0.0165782 0.251387 0.02867 0.0258657 0.222717 0.218669 0.21301 0.210326 0.199742 0.0497598 0.149982 0.0633345 0.0585251 0.0866473 0.0356079 0.0105844 0.0837739 0.0437523 0.0400216 0.0332876 0.0158322 0.0174553 0.00660226 0.0408463 0.0305425 0.0152984 0.0126445 0.0141745
internal_count=3910 3605 610 2995 312 307 2683 2612 2538 2532 2419 281 2138 271 252 1867 175 113 1859 1340 519 485 382 103 62 1306 545 392 184 379
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=1 3 47 15 15 11 52 160 3 133 484 133 48 13 3 132 13 38 12 151 51 2 48 48 148 474 12 43 48 13
split_gain=0.00824264 0.00870115 0.0122997 0.00964289 0.00920248 0.00952814 0.00814406 0.00946425 0.0106409 0.0100617 0.0126657 0.0102938 0.00881896 0.00766279 0.00961761 0.00705672 0.00997896 0.0070305 0.00737887 0.00725652 0.00709987 0.0103649 0.0154099 0.00923597 0.00876351 0.0100783 0.00800127 0.00896481 0.00795732 0.00749333
threshold=0.10444500000000001 -0.115685 0.09252500000000001 0.10043500000000001 -0.016339999999999997 0.077165000000000025 -0.092854999999999979 -0.092169999999999988 -0.084129999999999996 -0.0023199999999999996 0.08654000000000002 0.10681500000000001 0.089350000000000013 -0.083514999999999992 -0.069909999999999986 0.080815000000000012 -0.083924999999999986 0.13790500000000003 -0.071274999999999991 -0.50701999999999992 0.12342500000000002 0.10457000000000001 0.13567500000000002 0.091395000000000018 -0.080629999999999993 -1.0000000180025095e-35 -0.036459999999999992 -0.075819999999999985 0.137325 0.23436000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 15 12 -8 -9 10 -10 13 -3 -11 -15 16 -6 18 -2 -20 21 23 24 26 -23 -26 -21 29 -22 -28
right_child=17 2 -4 -5 5 -7 7 8 9 11 -12 -13 -14 14 -16 -17 -18 -19 19 20 28 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00082837255380810188 0.00070667162286840689 -0.00092610534981773054 -0.0010723546636038355 -0.0011722750510079292 0.00081077816343799215 -0.0010521769785141726 -0.00089190948285361221 -0.000665237778905381 -0.0011565240722208301 0.00063936819357152813 0.0011638263966742364 -0.0011730822965240451 0.00026832961482809706 -0.0011722333887988262 0.00019729232059493491 0.00087822593401289529 -0.00038360403858716911 -0.001172928544818233 -0.0011724695928592808 -0.0011142859813080834 -0.00096544424442764835 -0.00061643537207335469 -0.0010247923017502681 -0.0011093669233562008 -0.00069229284378809815 0.0010238531133281935 -0.00084371719723521884 0.00053513048559811324 0.0001706605239092765 0.00028095823301349537
leaf_weight=0.02230902334304119 0.030141542266164834 0.030599942525185497 0.02233650818251931 0.012577240383876642 0.013086955687867885 0.010711625533588176 0.016441587497055821 0.026403887290555872 0.015345385967599157 0.054639627341288133 0.0040907617294578804 0.0069513239602088097 0.011743909541110042 0.0075885271134268342 0.097409448419114142 0.013959975467969343 0.036085421376299109 0.0055181827628985039 0.0061029828357277429 0.0069326165591974123 0.015989785194506112 0.0059503587067410981 0.0075892688837484448 0.0097976914730679709 0.0051439976073197604 0.054209215784794651 0.015952376943459967 0.045494719584439736 0.017983631936658639 0.016593788793215936
leaf_count=72 272 347 193 292 15 116 288 611 368 144 4 196 55 93 159 29 55 7 17 11 44 15 22 13 25 234 74 91 34 14
internal_value=0 -0.000138607 -0.000235185 -0.000169294 0.000168874 -3.03668e-05 -0.000122782 -3.54465e-05 3.0842e-05 0.000129642 -0.000668156 0.000222722 -0.000594833 0.000283501 9.83125e-05 0.000143003 -6.57258e-05 0.000134569 0.000164899 8.62918e-05 0.000124391 0.000223363 0.000555551 -3.21371e-05 0.000739211 0.000875119 9.20706e-05 0.000199235 -0.000364054 -0.000270297
internal_weight=0 0.402281 0.306128 0.283792 0.096153 0.073844 0.271214 0.228871 0.212429 0.186025 0.0194361 0.166589 0.0423439 0.159638 0.104998 0.0631324 0.0491724 0.2434 0.237882 0.20774 0.201637 0.167664 0.0728928 0.0947712 0.0653036 0.0593532 0.0849735 0.0780409 0.0339734 0.0325462
internal_count=3910 3037 2750 2557 287 215 2265 1863 1575 964 372 592 402 396 252 99 70 873 866 594 577 499 296 203 274 259 190 179 78 88
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 453 376 3 42 160 3 43 16 3 49 0 12 1374 457 9 15 156 150 42 38 48 1 159 142 43
split_gain=0.00828637 0.0107761 0.01018 0.00709199 0.00696323 0.00772028 0.00704494 0.00883356 0.00907565 0.00898791 0.00775682 0.0106023 0.0109623 0.0098001 0.00893642 0.00856953 0.00784629 0.00996222 0.00821596 0.00782107 0.00770733 0.00769272 0.00764879 0.00754024 0.00753724 0.00602689 0.00767748 0.00675816 0.00714835 0.0060237
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.088854999999999976 -1.0000000180025095e-35 0.090755000000000016 0.048375000000000008 -0.100615 0.094035000000000021 -0.092169999999999988 -0.084129999999999996 -0.074254999999999988 0.27608500000000008 0.086245000000000016 -0.091004999999999989 -0.10131499999999999 -0.051479999999999991 -0.094679999999999986 -0.0034949999999999994 -0.016839999999999997 0.091915000000000011 0.086765000000000023 -0.22988499999999998 -0.090359999999999982 -0.073614999999999986 -0.064549999999999982 0.11235500000000002 -0.11345499999999999 -0.073359999999999995 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 20 22 15 21 13 19 -15 -11 -16 -18 -19 -13 29 -12 -9 -8 -21 -4 -27 -28 -29 -6
right_child=2 -3 25 4 6 -7 23 9 -10 10 11 12 -14 14 16 -17 17 18 -20 24 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00094739105980796339 -0.0010973179614117135 -0.0010117340152231975 0.0012441308126787815 -0.0010191592278224876 0.00086387676667888853 0.0012437724051030882 -0.00043278459537287141 0.0011888114364454502 -0.000477238144465706 0.00093855203043751757 0.00049485754884234898 0.0012460721560991058 -0.0012442811119181543 -0.00084453906658144289 -0.00070689055196149523 -0.0012336565098542164 -0.00046395034272094172 -0.00032049219189831047 0.00069636450182986509 0.00041946033208253896 -0.00044165706363645622 -0.0011643547203799599 -0.0011127381913788555 0.00075662723487266456 -0.00091452077843080337 -0.00013187745798369112 -0.0011405467594980847 -0.00096606707123293549 0.00093423411583108641 3.4399978915182056e-05
leaf_weight=0.013504647970634664 0.0074695907401292052 0.019075014239717802 0.01174144628976137 0.018390493010215891 0.047599224342945945 0.0026693387853811137 0.010889828845392913 0.0024846425321811685 0.020005875590641153 0.0034056113909173283 0.063882549192328497 0.0034400961594656101 0.014045832307559181 0.014407071056893983 0.013214822959525918 0.016003827289566175 0.020449578083116648 0.015093623736902373 0.066032611745413305 0.0078369388065766543 0.012349188603934635 0.0046338279263977702 0.022005463919640533 0.033877882449360186 0.039844192239357312 0.036333830013518309 0.0030553983697245704 0.0033360083252773612 0.037079507805913181 0.01891592567335465
leaf_count=482 20 175 66 354 127 2 14 5 28 9 278 3 130 29 22 507 22 26 98 14 28 76 307 122 566 89 10 4 283 14
internal_value=0 -9.49919e-05 0.000298468 -5.89352e-05 -3.3487e-05 -0.000732332 -8.11696e-07 -5.24727e-05 0.000270748 -0.000156641 -9.39526e-05 -3.79451e-05 -0.000186209 -0.000103791 7.85542e-05 -0.000852517 0.000194409 0.000311667 0.000507177 -0.000564627 0.000460493 0.000382643 -0.000879235 0.000467301 -0.000695266 0.000412356 0.000289979 0.000642575 0.000777378 0.000627986
internal_weight=0 0.504058 0.0990158 0.484983 0.471478 0.0210598 0.450419 0.405651 0.0988702 0.306781 0.282291 0.262881 0.194365 0.180319 0.129198 0.0194094 0.114791 0.101576 0.0811262 0.0511212 0.0788643 0.0685164 0.0244901 0.0447677 0.0476811 0.0915462 0.0798047 0.0434709 0.0404155 0.0665152
internal_count=3910 3438 472 3263 2781 356 2425 2289 197 2092 1780 1264 910 780 197 516 168 146 124 583 169 354 312 136 580 452 386 297 287 141
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=1 1374 0 0 3 151 52 4 49 12 132 44 44 1429 43 43 3 43 42 52 50 47 47 42 15 52 52 160 151 106
split_gain=0.0111535 0.00983266 0.0133119 0.0136842 0.010229 0.00874326 0.00895386 0.00869331 0.00850919 0.00846926 0.0081466 0.00696219 0.00655086 0.00647389 0.00826885 0.00966857 0.00642574 0.0124216 0.00835751 0.00692287 0.00639657 0.00771761 0.0116436 0.0104284 0.00980964 0.0141686 0.0111283 0.0067267 0.00751088 0.00656838
threshold=0.094385000000000011 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 0.086245000000000016 -0.40391999999999995 -0.42985499999999993 0.39574000000000004 0.092185000000000017 0.086865000000000012 0.079995000000000011 0.096025000000000013 0.084245000000000014 0.086765000000000009 -0.078454999999999983 0.070805000000000021 -0.023079999999999996 -0.089949999999999988 0.085330000000000003 0.084890000000000007 0.11772500000000001 0.09252500000000001 0.10783500000000001 -0.11403999999999999 -0.073314999999999991 0.098910000000000012 -0.24456499999999998 0.11161500000000001 -0.08323499999999999 0.094780000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -2 -7 9 10 16 12 -10 20 14 -5 -16 17 -4 19 -19 21 23 -23 -8 29 26 -26 28 -28 -25
right_child=5 2 3 13 -6 6 8 -9 11 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0013495058700187766 -0.00095657423730684103 0.00071357586337079471 -0.0013465432992955811 0.0005158786055147759 0.00021127044238879029 -0.0013463669496831738 -0.0012280003642169189 0.0013468943409251388 0.0011950523788636326 -0.0013463800646058195 0.0010120266161640803 -1.1218557734273328e-06 -0.0011828700540986168 -0.0013472034146915378 -0.00089695418589565926 0.0001901308219951293 -0.0010250985949098799 0.00051981918836470722 -0.0013464111654600704 -0.0013468166298681384 -0.00084190238689065228 -0.0012020562129183513 0.00012142516281631411 0.00091796830017857841 -0.0012279917163826456 -0.0011398517339376937 -0.0006643278012203502 -0.00048317330381584541 0.00098062197067284623 -0.00083184949057409302
leaf_weight=0.012780125433550893 0.012112833438550297 0.029617843808864563 0.014577340879611711 0.058815814902118291 0.029132331487062402 0.0065489194454357849 0.0072674857328820499 0.0037380968860816202 0.02779728689051808 0.030801667733697968 0.018484939239669984 0.012907969507523376 0.0071705226582707829 0.0054708563975509597 0.022398162277156075 0.043814294489720851 0.030989886492534424 0.034117171645647204 0.0063358001886371076 0.0040238232598142068 0.011769240826026817 0.016162564341641428 0.047235759478894579 0.061380613236565296 0.0070213052822509772 0.013749220387126115 0.0057356238021384334 0.0091748553315369463 0.040787161592902521 0.0041488835408927107
leaf_count=46 35 53 146 165 40 140 13 7 76 1152 115 28 15 51 260 91 113 258 235 98 68 36 83 308 14 61 24 15 155 9
internal_value=0 -0.000192256 -0.00014513 -0.000234615 -0.000506733 0.000164333 0.000209996 -0.000674629 0.000245046 -0.00073716 0.000152159 0.000815736 8.35304e-05 8.59146e-05 0.000148624 -0.000177605 -0.000528762 -0.0002683 8.50964e-05 0.000322892 0.000123991 0.000177446 -0.000215979 0.000344548 0.000425031 9.75469e-05 0.000368809 0.000570103 0.000777822 0.000807182
internal_weight=0 0.326613 0.313833 0.284215 0.153716 0.309455 0.297342 0.124584 0.290793 0.120846 0.250088 0.0407053 0.231603 0.130499 0.125028 0.0662125 0.090044 0.0590541 0.0444768 0.038141 0.224433 0.212663 0.0633983 0.149265 0.141998 0.0764682 0.0627189 0.0556976 0.0465228 0.0655295
internal_count=3910 2715 2669 2616 2049 1195 1160 2009 1020 2002 916 104 801 567 516 351 850 737 591 356 786 718 119 599 586 269 208 194 179 317
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=376 42 151 4 160 4 13 4 403 150 133 475 151 1348 11 157 402 9 1373 43 484 124 49 15 15 130 52 133 49 1
split_gain=0.00925214 0.0106993 0.00845118 0.010388 0.00950141 0.00801763 0.0118455 0.0105528 0.00854116 0.00763318 0.00858325 0.0075903 0.00898104 0.00750684 0.0100923 0.00847531 0.00773737 0.00740293 0.00770482 0.008488 0.00826288 0.00848653 0.00870752 0.0129296 0.0131809 0.0114497 0.00903548 0.00774214 0.00723472 0.00709513
threshold=0.048375000000000008 -0.090359999999999982 -0.52174999999999983 0.27608500000000008 -0.092169999999999988 -0.49837999999999999 0.41346500000000003 -0.39075499999999991 -1.0000000180025095e-35 -0.22988499999999998 -0.031394999999999992 -0.086424999999999988 -0.086424999999999988 0.084895000000000012 0.080320000000000016 0.087580000000000005 1.0000000180025095e-35 0.084755000000000011 0.099250000000000019 0.088185000000000013 -0.0043499999999999988 -0.25305999999999995 -0.0019649999999999997 -0.073314999999999991 -0.095799999999999982 -0.086274999999999991 -0.089799999999999977 0.08653000000000001 -0.016474999999999997 0.11649500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 -6 -7 11 -4 -11 -9 -13 14 15 16 17 18 19 20 -10 -22 23 24 -23 -24 -26 -27 -21 -25
right_child=1 -3 3 -5 5 7 -8 8 13 10 -12 12 -14 -15 -16 -17 -18 -19 -20 28 21 22 25 29 26 27 -28 -29 -30 -31
leaf_value=-0.0012443653705448811 -0.00056212466109608575 0.00076621157087344827 0.0011969051249425908 0.00034606091331821747 -0.0012350601889176984 0.0006857331254192453 0.0010578419974106652 0.0011770116689485874 -0.00063999952255817407 0.00046725494179034331 -0.0012442255307862058 0.0011868742452198519 -0.0012316560002300057 0.0010403196804657704 -0.0012442592882623965 -0.0011783956369062854 -0.0011681167983319885 -0.0010874593935114953 -0.0012446342211101797 0.00047128610359963545 -0.0012445133668256352 -0.00047623999999908521 -0.00093352050406910652 -0.00074218189974949449 -0.00037600909833764132 0.00061046135175927467 0.0011552741614150742 -0.00062361941039507476 -0.00079038985618270997 0.00040910254607287729
leaf_weight=0.009490591630765266 0.012161419564563403 0.040926161543893613 0.0028121460209149509 0.082623051125722213 0.018449426064080399 0.028551167162277125 0.0042945341265294692 0.0028141865677753222 0.018526372459163554 0.0055017808912509727 0.025667396800258757 0.0026541484704125642 0.022488802169213784 0.0095689692973621732 0.011072284094666429 0.009794016344514489 0.0086145004980267004 0.0089822073678078596 0.0068765755532922404 0.0094059269241597576 0.0059741227360063922 0.017848875366780703 0.0087158764864625482 0.037788150684605171 0.007552295811365183 0.13000492768935601 0.028220816479461064 0.0083658566955193692 0.027785690853143308 0.010597639815387083
leaf_count=63 18 188 5 370 141 66 2 6 353 61 430 10 792 34 57 79 206 48 22 16 16 30 34 124 23 317 57 129 184 29
internal_value=0 0.000461913 -8.07792e-05 -6.11138e-05 -0.000131358 -8.29575e-05 -0.000802112 -4.42169e-05 -9.71594e-05 -0.000765109 -0.000942126 -0.000759591 -0.00097635 -4.65169e-05 -7.57198e-05 -3.8223e-05 -4.91492e-06 2.57618e-05 5.72391e-05 8.60448e-05 0.000161809 0.000220047 0.000255172 -2.39929e-05 0.000396529 0.000448779 0.000831995 0.000535849 -0.000471306 -0.000490023
internal_weight=0 0.0530876 0.571042 0.561552 0.478929 0.444947 0.022744 0.422203 0.393652 0.0339813 0.0311692 0.0279571 0.025143 0.365695 0.356126 0.345054 0.33526 0.326645 0.317663 0.310787 0.273595 0.255069 0.249094 0.102008 0.053622 0.147087 0.0357731 0.138371 0.0371916 0.0483858
internal_count=3910 206 3704 3641 3271 2775 143 2632 2566 496 491 808 802 1758 1724 1667 1588 1382 1334 1312 1112 759 743 263 110 480 80 446 200 153
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=1 0 2 13 0 457 457 132 52 1446 2 147 42 13 0 16 43 42 43 16 1373 44 4 2 12 2 2 48 1 2
split_gain=0.00244842 0.00425503 0.00471101 0.00445216 0.004993 0.0035206 0.00440039 0.00343331 0.00317816 0.00290471 0.00296801 0.00257833 0.00251792 0.00468363 0.00407747 0.00281331 0.00334992 0.00356243 0.00324492 0.00573612 0.00251643 0.00265689 0.00370486 0.00439809 0.00501931 0.00442215 0.00472955 0.00452785 0.00416229 0.00395804
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.084715000000000013 0.085230000000000014 0.079995000000000011 0.084240000000000023 0.091520000000000018 0.14808000000000002 -1.0000000180025095e-35 0.091955000000000023 0.41346500000000003 -0.069414999999999991 -0.30307999999999996 -0.076484999999999984 -0.09547499999999999 0.070805000000000021 -0.035699999999999989 0.09586500000000002 0.081835000000000019 -0.23071499999999998 0.082715000000000025 -1.0000000180025095e-35 0.11230000000000001 0.10045500000000002 0.12230500000000001 0.095575000000000007 0.11680500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -5 -7 9 -1 10 11 -2 15 14 -14 -3 17 -17 -18 -20 21 22 -13 28 -25 26 -26 29 -24 -27
right_child=7 12 3 5 -6 6 -8 -9 -10 -11 -12 20 13 -15 -16 16 18 -19 19 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.0013190289850630438 -0.0032814751619024778 0.0035126255948596656 -0.0034130605299737852 -0.0035209914504551617 0.0014379628373195358 0.0029252416154140295 -0.0035207867099141116 0.0022344223212221554 -0.0035227406676432566 -0.0034148367212235675 0.0026539730493018998 -0.0024670941287043206 0.0031293724957574005 0.0035272234677110889 -0.0035222252008190883 -0.002062253381458201 -0.0026387129072021945 0.0020015933884287291 -0.0024555503851794031 0.0018122310630191135 -0.0029527375516020865 -0.0017702516788341419 -0.0024540447063586004 0.0030998755828920703 0.00060301007383805781 -0.0011528411131213334 0.0033924209227667057 -0.0028954697559218832 0.00011549407386742002 0.002076941110173593
leaf_weight=0.01107657454193145 0.00278445718970488 0.0036431340741245313 0.0039015423420494253 0.018099271509560921 0.0080629724741001496 0.0026667389633985286 0.0025839528244944177 0.0099507675825805109 0.0019803686036219412 0.0028549771615971045 0.0057359993380146071 0.0056953302258477825 0.0013548089110884129 0.00197884300723672 0.0072719263948251003 0.0031795933619491725 0.0068857193314073575 0.016780414183244829 0.0061968178028024559 0.010541266534488614 0.0031987240424768961 0.0080047534738696413 0.0092178105181659475 0.011865892278336787 0.027084895686542154 0.0098129183056698821 0.010434284686454021 0.0071501353395433389 0.051224461711981917 0.0090275244646136343
leaf_count=133 15 6 43 1374 48 8 83 159 99 59 104 151 27 1 138 40 79 70 18 33 26 38 372 126 70 35 48 24 401 82
internal_value=0 -0.000451596 -0.00122204 -0.00189005 -0.000143921 -0.00278476 -0.000246956 0.000226648 0.00058467 0.000104894 0.000167217 7.54874e-05 0.000192811 -0.0013572 -0.00247761 0.00054089 0.000292485 0.00135423 -0.000604595 0.000232202 0.000136694 0.000202788 0.000314394 0.000431032 0.000998288 0.000605637 0.00137876 -0.00051042 -0.000276376 0.000394731
internal_weight=0 0.106204 0.0483714 0.0353145 0.0119645 0.02335 0.00525069 0.174043 0.0130569 0.164092 0.161237 0.155501 0.0578325 0.0106056 0.00862674 0.0472269 0.0435838 0.01996 0.0236238 0.0167381 0.152717 0.149518 0.141513 0.135818 0.0753757 0.0635098 0.0375192 0.0259906 0.0604423 0.0188404
internal_count=3910 2200 1788 1556 91 1465 91 1710 232 1551 1492 1388 412 166 165 246 240 110 130 51 1373 1347 1309 1158 385 259 118 141 773 117
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=1213 475 484 150 1 51 14 44 3 48 1 47 0 1374 52 2 48 13 48 8 47 12 4 12 42 96 52 160 123 3
split_gain=0.00244176 0.00323338 0.0024478 0.00394509 0.00267467 0.00388948 0.00377601 0.00335111 0.00370186 0.0043786 0.00370896 0.00468907 0.00366842 0.00391682 0.00331129 0.00335711 0.00408314 0.00386385 0.00435982 0.00378953 0.00376242 0.0041062 0.00680614 0.00420624 0.00408417 0.00385522 0.00360785 0.00446409 0.00575276 0.00360301
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0043499999999999988 0.094545000000000018 0.13662500000000002 -0.40274499999999996 0.077685000000000018 1.0000000180025095e-35 0.30601500000000009 0.12675000000000003 0.12864500000000004 0.11939500000000002 -0.23029999999999998 -0.094679999999999986 0.11588000000000002 0.092340000000000019 0.092065000000000022 -0.088854999999999976 0.099240000000000009 1.0000000180025095e-35 0.10783500000000001 0.085325000000000012 -0.017449999999999997 0.085185000000000025 0.091230000000000019 -1.0000000180025095e-35 0.10701500000000001 -0.081069999999999989 1.0000000180025095e-35 0.16699000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 8 9 10 11 12 13 -4 15 16 19 29 26 20 21 22 -14 25 -23 -24 27 -19 -29 -17
right_child=2 -3 4 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 17 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0037367692767863009 -0.0022912660867688002 -0.0030531670298834892 -0.00047305203267482027 0.0022316746861338345 -0.0037372161865345949 0.0023107049842230648 -0.0028553300700347073 -0.0024698942237132431 0.0037363961408758812 -0.0024306937667936653 0.0028433022900141449 -0.0037382783352229204 0.0017763345439044285 0.0025807893520014371 -0.0014706367487072039 0.0031207349435967225 -0.0027170475381277869 0.0025963328742515304 0.0030632611540179003 0.003731822282662384 0.0026586906784521317 -0.0033130290216160426 0.0037416218113510845 0.0034588603835380956 0.00036608834077262635 -0.0023438965234629165 0.0035088056213283228 -0.0018249262980893431 0.0020963937800385392 -0.00014291233134994092
leaf_weight=0.0011437180219218135 0.013106284147324843 0.006785228169526647 0.0089522499256418087 0.0033867129372993068 0.0016675535989634236 0.01347855516786467 0.0061846719397351526 0.006844582874009574 0.0040200112300112769 0.0090094756982637136 0.0073102242053266755 0.0042707331548967878 0.019067536858912604 0.016974837029010814 0.018582882858300565 0.015017829137718763 0.0088884938717441742 0.0054041098868680129 0.0064555701050892358 0.0035513553236796716 0.0057305364813373663 0.011662478871489412 0.0015813783975318066 0.0023335775113082482 0.0065901203030911395 0.017863514936539815 0.003311685515157591 0.026890389175498797 0.0064789562837006534 0.0068847837210341814
leaf_count=4 561 588 16 24 9 201 81 45 58 65 62 37 126 59 367 69 64 37 39 26 24 475 1 4 162 205 17 412 59 13
internal_value=0 -0.00207375 3.05231e-05 -0.00136251 0.000124297 0.00164484 2.4105e-05 0.000103721 0.00018496 0.000117874 0.000230538 0.000133334 0.000219352 0.00152634 1.55797e-05 0.000202552 -0.000335176 0.000792385 0.000204684 -2.5567e-05 -0.000231398 -0.000511637 0.000146612 -0.00128025 -0.00198468 -0.00184898 -0.000233802 -0.000553463 -0.00106357 0.00209485
internal_weight=0 0.00792895 0.261501 0.016493 0.245008 0.0151461 0.229862 0.223677 0.216833 0.212813 0.203803 0.196493 0.192222 0.0259271 0.166295 0.147712 0.077269 0.0704433 0.0485407 0.0683805 0.0648291 0.0590986 0.040846 0.0217785 0.0182526 0.0194449 0.0420851 0.0387735 0.0333693 0.0219026
internal_count=3910 592 3318 585 2733 210 2523 2442 2397 2339 2274 2212 2175 75 2100 1733 1087 646 564 1023 997 973 336 210 637 206 525 508 471 82
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=1456 151 1213 475 52 133 1 146 0 43 0 14 38 3 484 11 43 0 0 151 49 43 15 52 13 1 159 13 13 1375
split_gain=0.00226819 0.00298664 0.00227481 0.00284533 0.00234812 0.00271763 0.0029906 0.00286728 0.00338337 0.00421125 0.00298363 0.00286472 0.00277129 0.0029275 0.00318983 0.00262863 0.00288919 0.00361467 0.00729588 0.00355499 0.0061338 0.00394458 0.00380049 0.00493521 0.00364616 0.00377384 0.00380389 0.00342556 0.00629919 0.00329046
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.086004999999999984 -0.42985499999999993 -0.26719999999999994 0.11327500000000001 0.11615000000000002 -0.017269999999999997 -0.27619499999999997 -0.22851499999999997 0.083835000000000007 0.11976000000000002 -0.115685 0.11364 0.091445000000000012 -0.07526999999999999 -0.070894999999999986 -0.11524 0.089560000000000015 -0.088329999999999978 -0.00084499999999999994 -0.095799999999999982 0.11401500000000002 0.095355000000000009 0.11215000000000001 0.09141500000000001 -0.083514999999999992 -0.084184999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 11 8 9 -8 -11 15 13 -12 -15 16 17 18 -7 20 -18 -22 29 24 25 26 -24 28 -20 -23
right_child=2 -3 4 -5 5 6 7 -9 -10 10 12 -13 -14 14 -16 -17 19 -19 27 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00065998121071382922 0.0033844146226897544 -0.0033844841650435284 -0.0021794911449685575 -0.0026660940529894036 -0.0028689688285660699 0.0023701784498267706 -0.0032069830781743815 -0.0024777487388441578 0.0033511163720573839 -0.0022968536029552254 -0.0011159562424392156 -0.0033844372726315316 -0.002539282129272822 0.0021301859109483417 -0.0024788746905812036 -0.0026293384280800408 -0.0027117437022788396 0.0015340942261537437 -0.002423884259884314 0.0024637863749900342 -0.002185124586066167 -0.0033880796633424621 0.0015198756973718338 -0.003385136107308148 -0.002528018163291644 -0.0022519893749338715 -0.0018684429560566617 -0.0027005782084107964 0.0024112422718097783 -0.00034969751553583103
leaf_weight=0.0035373569534584703 0.0010349057265557349 0.0051095782857988326 0.0051131533109050045 0.006345871656982637 0.003391712160345505 0.0094605606659001751 0.0028935507721143941 0.002738287610554834 0.0065173721169031742 0.0028847186788993886 0.004311946995585454 0.0028588295066285232 0.0020613710660200004 0.029236876854540132 0.0018264181885569988 0.0041573685305138488 0.011362226368532902 0.029633066500309724 0.006166865781068509 0.0053565429265631783 0.0092458418553391652 0.0051768784942396442 0.048060123144388456 0.0034009252402711345 0.0035329209420638099 0.0037722565775766262 0.004118187529286387 0.0095979854161569733 0.0061718691694636618 0.019267181231072072
leaf_count=41 4 328 298 551 199 84 10 8 110 18 28 52 11 314 16 27 41 157 233 27 457 16 275 48 8 6 39 379 32 93
internal_value=0 -0.00172994 3.27324e-05 -0.00181771 8.9096e-05 0.000137998 0.000181618 0.000893006 0.0010786 0.000735877 0.00101883 -2.42221e-05 0.00127432 0.00149654 0.00185919 2.96004e-05 9.30123e-05 0.000686497 -0.000113474 -0.000226694 -0.000360214 -8.35505e-05 0.000138952 0.000579028 0.000805676 0.00101618 0.00125245 -0.00118459 -5.34067e-06 -0.00099318
internal_weight=0 0.00864694 0.249696 0.00738078 0.242315 0.237202 0.23381 0.0524705 0.0497323 0.0432149 0.0403213 0.18134 0.0374366 0.0353752 0.0310633 0.178481 0.174323 0.0610303 0.0313973 0.113293 0.107937 0.0965743 0.0873285 0.0628844 0.0594835 0.0559506 0.0521783 0.0219367 0.0123387 0.0244441
internal_count=3910 369 3541 555 2986 2688 2489 515 507 397 387 1974 369 358 330 1922 1895 885 728 1010 983 942 485 376 328 320 314 644 265 109
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=97 1373 150 1455 3 151 3 150 40 52 1 0 42 42 13 4 4 11 12 42 3 2 12 13 43 47 16 0 133 3
split_gain=0.00216169 0.00209895 0.00276066 0.0031832 0.00295222 0.00397745 0.00361795 0.00452268 0.00453763 0.00297308 0.00290068 0.0040372 0.00332626 0.00353936 0.00432825 0.00352987 0.00330747 0.0032359 0.0033787 0.0030638 0.00287187 0.00432352 0.00443592 0.00273208 0.00263108 0.00252878 0.00249045 0.00275788 0.00242212 0.00249123
threshold=-0.085229999999999986 0.099250000000000019 0.082085000000000019 1.0000000180025095e-35 0.090325000000000003 0.056555000000000001 -0.13927999999999999 0.090695000000000012 -1.0000000180025095e-35 -0.089799999999999977 0.10752500000000002 -0.017269999999999997 -0.09361499999999999 0.091955000000000023 0.41346500000000003 -0.0010999999999999996 0.035895000000000003 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.100615 0.084065000000000015 0.093125000000000013 -0.084184999999999996 -0.27619499999999997 0.09252500000000001 -0.057604999999999996 -0.083674999999999986 0.084285000000000013 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 6 -6 -4 9 -9 -8 12 24 -2 15 -15 17 -17 18 -14 -20 -21 23 -23 -22 -12 26 27 28 -18 -30
right_child=1 -3 4 -5 5 -7 7 8 -10 -11 11 -13 13 14 -16 16 25 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036630529060529484 -0.0031006982401506201 -0.0030768047950352909 0.0020345500639583594 -0.0036632945712147921 0.0032370906490037706 -0.00014879375191711606 -0.0014100441538387137 0.002879200269834516 -0.0028268785163206569 0.002048029710544963 -0.0035961704585533178 0.0034142175030115419 0.0025676014712384793 -0.0028054338676394893 0.0036681733028554493 -0.0034196211787787226 -0.0031966572677746097 -0.003663272293801932 -0.0035082520309529363 0.0014532124091949515 -0.0036627160534627033 -0.0026400976088087587 0.00078004172163219441 0.0021131848322939514 0.00034257246879440014 -0.0024110669673118291 0.0021178076386679564 0.0034592862401814964 -0.0036635252033512377 0.0020532703063725166
leaf_weight=0.0021101015203441867 0.0062774172111890172 0.003054613435139685 0.0097284586429395858 0.0035768530489033159 0.011333738364101009 0.0078958786579050866 0.0050306172258842716 0.0021964139516796885 0.012554767133380551 0.0098933647745695907 0.0023768744749759199 0.005685831993730516 0.0092041497509285364 0.01245327960945275 0.0015587620437145242 0.0066757230135490167 0.0053477815536879785 0.0025898276011275803 0.0028763855638089799 0.020357910723987509 0.0012287063536682305 0.012789063042129456 0.0084460641556631799 0.010365289959274555 0.053020250857770179 0.0068561841551399985 0.0060502522542051932 0.0017699329496281271 0.0014508786111946392 0.0034628055023517845
leaf_count=45 289 31 57 268 77 33 30 40 159 80 8 118 49 521 1 166 71 88 451 65 104 453 26 92 424 47 45 8 40 24
internal_value=0 -5.97544e-05 -2.18372e-05 -0.000241924 0.000670407 0.00184681 9.63024e-05 -0.000539117 -0.00197726 0.000882373 -0.000174254 0.000475227 -0.000505517 -0.000361963 -0.00208528 -0.000119206 -0.00113 0.000351707 0.000511022 0.000173385 0.00037249 -0.000297685 -0.00127977 0.00150107 0.000173576 -0.000517087 0.000201071 -0.000762802 -0.00149104 0.000365255
internal_weight=0 0.246108 0.243053 0.18442 0.0586332 0.0192296 0.0394036 0.0296752 0.0147512 0.014924 0.180843 0.061083 0.11976 0.113483 0.014012 0.099471 0.0316136 0.0678574 0.0652676 0.0560634 0.053187 0.0328291 0.0212351 0.011594 0.0553971 0.0249378 0.0180817 0.0120314 0.0102615 0.00491368
internal_count=3910 3865 3834 3358 476 110 366 309 199 110 3090 550 2540 2251 522 1729 401 1328 1240 1191 740 675 479 196 432 235 188 143 135 64
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=1 0 52 2 13 0 132 131 1446 2 1 133 1373 106 47 4 50 128 1374 14 52 483 156 151 47 16 3 43 13 131
split_gain=0.00213576 0.00337515 0.00383376 0.00384948 0.0044489 0.00376036 0.00278456 0.00239908 0.00235701 0.00251591 0.002261 0.00225311 0.0026633 0.00260562 0.00245045 0.0042828 0.003824 0.00384954 0.00352902 0.00308263 0.00324506 0.00286283 0.00274108 0.0027214 0.00243417 0.00388046 0.0023005 0.00403844 0.002643 0.0022868
threshold=0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 -0.10241499999999999 -0.11756999999999999 0.079995000000000011 0.086990000000000012 0.091520000000000018 0.14808000000000002 0.079945000000000016 0.085625000000000021 0.09586500000000002 0.092305000000000012 0.086785000000000015 -0.23071499999999998 0.11515000000000002 0.086435000000000012 -0.094679999999999986 0.073890000000000011 -0.24456499999999998 -0.086419999999999983 0.11896500000000002 -1.0000000180025095e-35 0.10783500000000001 -0.50231999999999988 -0.075954999999999981 -0.26007999999999992 -0.057284999999999996 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 8 -8 9 11 -1 12 13 14 15 -2 17 18 -17 20 -20 -22 29 -16 25 -25 27 -26 -28 -23
right_child=6 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 23 16 -18 -19 19 -21 21 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.0016997902259515618 -0.0030400410280011056 0.00015288307962138713 -0.0034525634494174178 -0.0023746237103340986 -0.0027615562959177318 0.0023348016477433699 0.0029946180709904701 -0.0016358433332921722 -0.0033141579351790447 0.0026135415962535327 -0.002785141270332264 0.0022572895293469638 -0.0034524198398968747 -0.0034092312430934069 -0.0029246085652266675 -0.00087365238692489169 -0.0032993489195404313 -0.003404616345822108 -0.0017075636816138106 -0.0018625173706357284 -0.0019347175786554275 0.002201755478829268 -0.001397652272782685 0.0018682272244845712 0.0032057854825023498 -0.0024663983059715188 0.0027634783325279815 -0.0024715655108708155 -0.00020313312576521935 -0.00072981327449705481
leaf_weight=0.0089257313289685669 0.0039489696089987083 0.049205836725828789 0.0073376381088579015 0.003371393217946661 0.013288449125774095 0.0050360343636413046 0.0070561556403845316 0.0016430463245882265 0.0023567789570222422 0.0048300293759808701 0.0015751130914054565 0.0054241922716471427 0.0026274278877735915 0.0025295733903476494 0.0050978695614958261 0.010987844218107057 0.0028268708905798681 0.0025222511406184358 0.0036750368992670692 0.0035835771021481824 0.0025455062581656298 0.046784512570368975 0.0029911705632912336 0.003264323342591525 0.0020014045890093257 0.0099826121618349362 0.0072297853075156127 0.0058669855765742795 0.007079739368506921 0.0033996534892963828
leaf_count=151 123 412 799 32 736 31 87 72 59 104 39 250 24 6 41 32 38 58 23 22 19 431 8 4 3 106 30 60 31 79
internal_value=0 -0.000450421 -0.00120131 -0.000688253 -0.00151847 0.000446314 0.000224833 0.00212005 0.000108364 0.00016631 0.00102706 7.83424e-05 -1.3317e-05 5.82169e-05 0.000129073 0.000467817 0.000642464 0.000788144 0.000931116 0.00124599 0.00143354 0.00164071 0.00181186 -0.000566971 -0.000227692 -0.00139826 0.00047149 -0.00102747 0.00129573 0.00200316
internal_weight=0 0.0887402 0.0395344 0.0321967 0.0216959 0.00840743 0.150255 0.0086992 0.141556 0.139199 0.0105008 0.134369 0.128945 0.126318 0.123788 0.0832654 0.0793164 0.0764896 0.0739673 0.0629795 0.0593959 0.0557208 0.0531753 0.0405227 0.0354249 0.0132469 0.0221779 0.00786839 0.0143095 0.0501842
internal_count=3910 2200 1788 989 799 63 1710 159 1551 1492 190 1388 1138 1114 1108 833 710 672 614 582 560 537 518 275 234 110 124 63 61 510
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=158 30 130 1 44 0 159 14 48 11 457 1 49 128 43 4 42 457 403 160 13 133 49 34 1 1 131 1374 484 3
split_gain=0.00200318 0.00208881 0.00209896 0.00201952 0.00298168 0.00259138 0.00250527 0.00220392 0.00228038 0.00304062 0.00262535 0.00301651 0.00221119 0.00268193 0.003009 0.00593014 0.00289826 0.00251412 0.00253839 0.00225719 0.00278542 0.00239771 0.00262475 0.00273961 0.00321746 0.00467759 0.00364427 0.00355988 0.00386353 0.00491677
threshold=0.11034000000000001 0.085915000000000019 -0.23515499999999998 0.11561500000000001 1.0000000180025095e-35 -0.26606499999999994 -0.41103999999999991 0.088250000000000009 -0.064549999999999982 0.088160000000000002 -0.0034949999999999994 0.10752500000000002 -0.15884999999999996 0.086950000000000013 -0.52334499999999984 -0.49837999999999999 0.099565000000000015 0.53894500000000012 -0.088854999999999976 -0.098319999999999991 0.10924000000000002 -0.10260499999999999 -0.088729999999999989 -0.085489999999999997 0.094485000000000013 0.11183500000000002 1.0000000180025095e-35 -0.094679999999999986 -0.0043499999999999988 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 8 -7 10 11 -10 -12 14 -14 -16 17 18 -17 -20 21 -21 -23 -24 26 -26 27 -25 -29 -30
right_child=-2 -3 3 6 -6 7 -8 -9 9 -11 12 -13 13 -15 15 16 -18 -19 19 20 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0033474914850922665 -0.0026600345390548562 0.0033838592656372205 0.003385460287768957 -0.0033850271483377042 -0.0033846878957311715 0.0014301339146007479 0.00083515502077165119 -0.0033843815024051497 -0.0027337207157494699 -0.002746528704639763 -0.0022299723542274883 0.0015710744891541735 0.0031437511511220387 -0.0033841711641532917 -0.0026093834004595018 -0.0022245426416705699 -0.0022738313807403234 -0.0033846413463195757 -0.0015786385371459595 -0.002731028620828301 0.002512878665228673 -0.0015720969079345913 -0.0019549676176641626 -0.0033892229114043525 0.002794518370989132 -0.00025692639014432585 -0.0033843348938154454 -0.0033848969908219779 0.00019007631296349896 0.002335122720544063
leaf_weight=0.0021470806757832852 0.0032552423356264617 0.0020854156654337421 0.0024289495652283213 0.0016754560610934268 0.0031923131584221656 0.01061212332585626 0.041474932906979234 0.0023553953894648308 0.0080676131325780887 0.0051522972602953123 0.004862484846960057 0.002423316418116884 0.00374841736659448 0.0024974346907082881 0.0088331822208402855 0.0039942236221754959 0.0049679514707428032 0.0020148233306827015 0.0055842522585471946 0.0026066773760824438 0.008283996721260678 0.006209616599932132 0.0042413147116349128 0.0024730049832442083 0.017944079893197795 0.0084637785334962246 0.0027759957974282648 0.0024623290822667334 0.03453804169482666 0.018943094150472461
leaf_count=30 167 96 24 11 39 123 440 55 228 80 40 30 22 208 111 329 296 10 269 229 58 41 26 29 138 37 105 138 470 31
internal_value=0 1.31551e-05 -1.80899e-05 1.3991e-05 -0.000143864 -8.52425e-05 0.000671293 -0.000133676 -8.90829e-05 -0.000189166 -0.000104667 -0.00173935 1.32424e-05 9.08311e-05 0.000153681 7.02482e-05 0.000258846 0.000363233 0.000426946 0.000519419 0.000626964 0.000471756 0.000556901 0.000700847 0.000829433 0.00181652 0.00040345 0.000583449 0.000759062 0.000949855
internal_weight=0 0.22706 0.224974 0.222827 0.179677 0.176484 0.0431504 0.174055 0.1717 0.161088 0.155936 0.0104909 0.145445 0.140582 0.138085 0.134336 0.125503 0.120535 0.11852 0.114526 0.108942 0.100658 0.0980513 0.0918416 0.0876003 0.0264079 0.0611925 0.0584165 0.0559435 0.0534811
internal_count=3910 3743 3647 3617 3166 3127 451 3103 3048 2925 2845 258 2587 2547 2339 2317 2206 1910 1900 1571 1302 1244 1015 974 948 175 773 668 639 501
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=1 39 4 4 43 12 47 4 48 48 15 3 43 1 4 50 51 49 49 43 3 51 156 46 106 160 3 150 42 15
split_gain=0.0130794 0.012292 0.0116115 0.0117833 0.0143166 0.0110486 0.0109415 0.0120517 0.0126562 0.0100749 0.0161937 0.0151932 0.00951287 0.00943238 0.00884802 0.00868624 0.00863437 0.00856327 0.0109207 0.00851256 0.0107142 0.00834464 0.00833848 0.00818567 0.00939337 0.00797765 0.00794895 0.00797179 0.00788073 0.00765505
threshold=0.085835000000000009 0.005105000000000001 -0.15333499999999997 -0.49837999999999999 -0.52334499999999984 0.080120000000000011 0.09252500000000001 0.0057500000000000008 0.12862000000000004 0.086870000000000017 0.085595000000000018 0.24227500000000002 -0.074254999999999988 0.13837000000000002 -0.0010999999999999996 0.11384500000000002 -0.07742499999999998 0.090775000000000008 -0.084114999999999981 -0.077544999999999989 0.10666500000000002 -0.40274499999999996 0.080810000000000007 0.092020000000000005 0.092305000000000012 -0.085819999999999994 0.092005000000000017 0.11680000000000001 -1.0000000180025095e-35 -0.16430499999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 7 9 15 10 14 -11 -8 29 -2 16 -9 18 -4 22 -21 -3 25 24 -23 -20 27 -18 -27 -14
right_child=1 21 17 5 -6 -7 12 8 -10 11 -12 -13 13 -15 -16 -17 26 -19 19 20 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00075787934353615377 0.00048953573294431996 -0.0012693979923410522 -0.0012692800454909372 0.0010747113118789338 -0.0010198000617040754 9.4761852400219795e-06 0.00018257797427459482 -0.00044597367715865386 -0.00072287913595079636 -0.0012582822204296889 -0.0012688773060286892 0.00080383737899327205 -0.00014595085786321525 0.00056764975301150464 -0.00095477949241921402 -0.00065689389235200747 0.00077907515234556884 -0.0012689548139734079 -0.0012690358191992264 -0.00083715619360614395 0.00031296128774314328 0.00088631960242947674 -0.001269628962131626 -0.00068085727693600157 -0.00064860501210426715 -0.00068579502874799249 0.0012066451686889453 -0.0002227939156868399 0.00061515048706190629 -0.0012696306990442425
leaf_weight=0.010270026192301884 0.058126403359210599 0.0039349540365947169 0.018331790644253942 0.024742209484088562 0.025094924347285996 0.042682200276544791 0.029496662280905639 0.010727986557412805 0.014505974482744932 0.024475686652408513 0.012235650383786378 0.0075112342663032896 0.013959605092850325 0.007909608815680258 0.0077303933289840634 0.0090970358837694221 0.040423506339493542 0.018353530235316384 0.0050622324542928246 0.050303886962808519 0.01758399184427617 0.068683570775078806 0.0064197003169681457 0.007104051641363184 0.0070741321355853861 0.0090023903417772999 0.037887142061094892 0.018679263232115773 0.044594968969676074 0.032359564285854958
leaf_count=8 267 10 96 25 67 66 101 24 11 66 359 37 30 20 40 23 100 408 127 945 13 331 89 11 20 149 127 23 207 110
internal_value=0 0.000111184 -0.000247011 8.93753e-05 -0.00050356 0.000400377 -2.01859e-06 0.000135006 0.000394464 -0.000174519 7.10516e-05 -0.000774051 -0.000397093 -0.000712393 0.000319999 0.000533215 0.000633723 -0.000450822 -0.000351577 -0.000225056 -0.000539258 0.000535221 0.000102706 0.000620919 0.000742991 0.000252894 0.000753147 0.000462437 0.000396639 -0.000930978
internal_weight=0 0.411922 0.272442 0.102789 0.035365 0.0674244 0.325126 0.2414 0.131321 0.110079 0.0780924 0.0319869 0.0837254 0.0542288 0.0658568 0.116815 0.107718 0.169652 0.151299 0.132967 0.0678879 0.0867967 0.0650793 0.0828618 0.0757577 0.0586596 0.0969899 0.0591028 0.0535974 0.0463192
internal_count=3910 1710 2200 166 75 91 1338 1077 308 769 666 103 261 160 307 297 274 2034 1626 1530 958 372 572 362 351 483 250 123 356 140
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=1 0 47 15 1 0 1374 50 106 1212 2 4 149 1 133 0 0 1 48 51 1429 150 0 43 130 43 3 13 42 43
split_gain=0.0102541 0.0142598 0.00861887 0.00904294 0.00918944 0.00997185 0.00846918 0.00909066 0.0069884 0.00686981 0.00655294 0.0063624 0.00704961 0.00625185 0.00615484 0.00612874 0.00907332 0.00923315 0.0064142 0.00776422 0.0111935 0.00618688 0.00807889 0.00583732 0.00581879 0.00578939 0.00794699 0.0056902 0.0055483 0.00761376
threshold=0.077800000000000022 -0.084074999999999997 0.086425000000000016 0.083185000000000023 0.11026000000000001 -0.10303999999999998 -0.095439999999999983 0.11843500000000001 0.092305000000000012 1.0000000180025095e-35 0.079395000000000007 -0.23071499999999998 0.11108000000000001 0.14000500000000002 0.084285000000000013 -0.070894999999999986 -0.087614999999999985 0.10004000000000002 0.086215000000000014 -0.07742499999999998 0.084515000000000021 0.091630000000000003 -0.15291499999999997 -0.074254999999999988 -1.0000000180025095e-35 -0.075819999999999985 -0.10628499999999998 -0.5337599999999999 0.091955000000000023 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 -5 -6 -2 8 11 24 -1 -8 15 23 -12 16 18 -18 19 20 -13 22 -20 25 -3 26 -4 -26 -29 -30
right_child=2 9 13 4 5 -7 7 -9 -10 -11 14 12 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.00065307630831081724 -0.00043944000319267153 -0.0012692733730507882 0.0007381960355908007 -0.0011624635981209248 0.0011852181012044077 -0.00064860412488094011 -0.00050060610506647647 -0.00086271333104217249 -0.00084195803662039884 -0.001269068509612602 -0.0012694971137683221 -0.00077749684383846636 -0.00056835656121841755 0.0005585189590810028 -0.00041197751655947434 0.001050184124571087 -0.00093979905500186467 0.0011814099713145045 -0.00075739032757836627 0.0010109600511947927 0.001156483439493183 0.00084352641948586525 0.00079334961109800558 -0.00058746859364493904 -0.0012697565287228302 0.0010570599672238903 -0.00080647080513868326 0.00032686867937955117 0.00043104819078673359 -0.0012696341220628001
leaf_weight=0.0046721728543843702 0.022690518373110535 0.0050854049459303488 0.0086252352834890172 0.014647553873004426 0.008614719757133571 0.010687694795706193 0.010121929245258343 0.0091017055790416634 0.0066767199109563071 0.0067067194853507308 0.032214185750788715 0.010706554846592553 0.0088970866372619639 0.014057840702434987 0.023132727980268442 0.036584083645436749 0.0128209289773622 0.0044454620805254299 0.015854957937563086 0.061741564931139692 0.0087471877704956569 0.013518876909984101 0.0081986175737256417 0.058120475586974862 0.0045197929721325627 0.0076010584994037336 0.014143180259395651 0.079521317003795389 0.0079803414391790284 0.0090215383642231473
leaf_count=14 36 56 17 410 15 46 152 33 21 160 570 35 12 32 440 243 84 47 36 239 17 31 46 194 4 7 132 525 13 243
internal_value=0 -0.000289845 8.4882e-05 0.000206072 -0.000404979 0.000169836 0.000296227 0.000376706 0.00043359 -2.4161e-05 -0.000789327 0.000478031 0.000532603 -0.000227178 -0.000911089 0.000589348 0.000465414 -0.000393666 0.000590307 0.000790808 9.20987e-05 0.000157017 -0.000228823 -0.000351996 5.45102e-05 9.8646e-05 -0.000221313 0.000121135 0.000186265 -0.000471368
internal_weight=0 0.172854 0.366604 0.264056 0.03395 0.0193024 0.230106 0.207416 0.198314 0.112835 0.0600191 0.191637 0.181515 0.102548 0.0553469 0.172618 0.136034 0.0172664 0.118768 0.0811953 0.0194537 0.0375725 0.0240536 0.0884899 0.106128 0.0303695 0.0227684 0.101043 0.0965232 0.0170019
internal_count=3910 2025 1885 1503 471 61 1032 996 963 1001 1024 942 790 382 1010 778 535 131 404 291 52 113 82 350 841 156 149 785 781 256
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=39 151 16 48 3 51 1 133 39 123 4 480 133 4 1373 484 3 48 1 1 42 43 3 47 0 3 49 151 15 49
split_gain=0.00210395 0.00269834 0.00372921 0.00252206 0.00315317 0.00264276 0.00302276 0.00245839 0.00308615 0.00254169 0.00226984 0.00330755 0.00235155 0.00224731 0.00219208 0.00221994 0.0027529 0.0026911 0.00293457 0.00403358 0.00250896 0.00379469 0.00249871 0.00383564 0.00392393 0.00450632 0.00294967 0.00276059 0.00308132 0.00314623
threshold=0.005105000000000001 -0.52174999999999983 -0.54165499999999989 0.11280000000000003 0.11265500000000002 -0.40274499999999996 0.11353000000000001 0.085355000000000014 0.083240000000000022 0.086020000000000013 0.51390500000000017 0.08456000000000001 0.11253500000000001 -0.44477499999999992 0.099250000000000019 0.11701500000000002 0.13772500000000001 0.12675000000000003 0.10786000000000001 0.11167500000000001 0.091955000000000023 -0.26007999999999992 -0.097604999999999983 0.09252500000000001 -0.23029999999999998 0.090325000000000003 0.0037600000000000003 1.0000000180025095e-35 0.084050000000000014 0.090775000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 8 -7 -10 11 12 14 -9 15 16 17 18 20 -20 22 -22 26 24 25 -24 -4 28 29 -26
right_child=3 2 10 -5 -6 6 -8 13 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.003452044145174347 -0.0034522488102563692 0.0024955571724048441 0.00015064048237436152 0.0032719144119338897 -0.0021366251156387113 0.0032490959154319412 0.003453118897312681 -0.0016878246730512401 -0.00199306103405694 0.0016178813986516031 0.0034524099007810262 -0.0034521349339628159 -0.0034488415116379514 0.0031486559258521942 -0.0034523620387800569 -0.0034480471541990373 0.0011594131328521661 -0.002277754007226066 0.0029636492097065174 0.00012910017102031037 0.00066887257421445522 -0.003452337714941682 -0.00084104611849956045 -0.0034523641817895577 8.6661875783182333e-05 0.0028578253046878353 0.0030886680777856813 -0.0034523525794696568 -0.0034518670776699976 -0.0034519682688089253
leaf_weight=0.0029400027101758033 0.0016023664047182242 0.0062770875093178793 0.03093139832438041 0.00411719327485116 0.0049370892618298958 0.0024281668546564114 0.0052678399198953221 0.0014295068954197632 0.0086410785765309583 0.0031748525632337996 0.001994104155500053 0.0037621513318963897 0.0025864796410495208 0.0057357863320532934 0.0023393402291844714 0.0023121387099553905 0.02000332224685053 0.007097172628448333 0.0078404416512682928 0.025192413713284623 0.0042574053333623851 0.007097567586768605 0.0074002596573166024 0.00517488168292246 0.030780830239070418 0.0083491506184998343 0.0046867949444262527 0.0045007986116729617 0.0040205702734548146 0.0033149878884692887
leaf_count=63 17 85 246 59 24 13 148 13 76 35 65 252 421 74 28 119 136 32 46 159 20 243 17 116 516 25 35 68 606 153
internal_value=0 -0.000171019 -0.000120228 0.000724062 0.000408257 0.000852546 0.00111111 0.000534856 -0.0002946 -0.00102283 -0.000209639 -0.00024984 -0.000182114 0.00218376 -0.000133915 -8.90316e-05 -4.35197e-05 -0.000203251 -0.000100685 0.000801888 -0.000370464 -0.00190714 -0.000194496 -0.00060467 -0.000352189 0.00111982 0.000537239 -0.000896177 -0.000594342 -0.000257384
internal_weight=0 0.192859 0.189919 0.0373339 0.0332167 0.0282796 0.0266772 0.0214094 0.0142441 0.0118159 0.183642 0.181648 0.177886 0.00716529 0.175299 0.17296 0.170648 0.150645 0.143548 0.0330329 0.110515 0.011355 0.0991597 0.0635415 0.0583666 0.0157494 0.0356182 0.0426172 0.0381164 0.0340958
internal_count=3910 3451 3388 459 400 376 359 211 124 111 3303 3238 2986 87 2565 2537 2418 2282 2250 205 2045 263 1782 1501 1385 42 281 1343 1275 669
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=123 3 31 151 8 40 47 124 15 158 1453 133 13 52 2 0 48 16 132 12 16 0 150 16 160 51 1374 133 12 16
split_gain=0.00849625 0.0109598 0.00854579 0.00786858 0.00755318 0.00739769 0.00840837 0.00655757 0.00649914 0.00797054 0.00712026 0.00634278 0.0074765 0.0106999 0.00883427 0.0122308 0.00839916 0.00704886 0.0069021 0.0107585 0.00791768 0.0095338 0.00915796 0.00872774 0.00790495 0.00732548 0.0101072 0.00840866 0.00658435 0.00636857
threshold=1.0000000180025095e-35 -0.013944999999999997 -1.0000000180025095e-35 -0.085039999999999991 0.091215000000000004 -0.081079999999999985 0.13206500000000002 0.15597500000000003 -0.50083499999999992 0.087355000000000016 -0.099244999999999986 0.098810000000000023 -0.10241499999999999 0.11588000000000002 0.092745000000000008 -0.12329499999999999 0.016865000000000002 -0.15168999999999996 0.080815000000000012 0.084380000000000024 -0.083564999999999987 -0.230625 -1.0000000180025095e-35 0.67964000000000013 -0.11175999999999998 0.094915000000000013 -0.094679999999999986 -1.0000000180025095e-35 0.09277500000000001 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -5 -7 8 -4 11 -11 12 13 14 16 28 17 -10 20 -20 22 -22 -14 29 -24 26 -26 -28 -16 -23
right_child=1 3 4 5 -6 6 -8 -9 9 10 -12 -13 18 -15 15 -17 -18 -19 19 -21 21 23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012711415318660598 0.0010074697596319853 0.0012689335392817569 0.0012688187293810444 -0.00081587674963148904 0.0011065337632350945 0.00081692445310733812 -0.0011144930028738381 0.0006091140166856854 0.00080043415435101823 0.0012297256668652016 -0.0011467000016606305 -0.00095075287314526152 -0.0010958604704043764 -0.0010556040601811889 0.00043383447213627736 0.0012027373971622924 -0.00104830110552762 -0.00082712685084849666 0.0011025592990814878 -0.00048964798777161305 0.00020428438071905193 -0.0010737637275558512 -0.0012696386476250025 0.00094052682899532303 -0.0011864675985930749 0.00096497057450424203 -0.00093653330552946417 0.00011755700935908871 -0.0010717376223822025 -0.00057017840598686225
leaf_weight=0.005336681222331662 0.017736846167281328 0.0054560048670282404 0.0038427969584517987 0.023665812218041538 0.0057390660801956974 0.012723510223054291 0.0050709487695712588 0.011109635303000687 0.012655609318926508 0.0021708112694227557 0.030860924058089267 0.026663567456154169 0.017320030550081356 0.012766748874355471 0.011877281675879203 0.023198981544851449 0.013801694257210784 0.0064682978811561034 0.012374020328024926 0.015227381332351797 0.02171224503808844 0.058602002379899432 0.0090460596314159147 0.0051903157668675695 0.013078635631245561 0.010645175951708552 0.013844625872692973 0.10086755568840999 0.0077031193623042773 0.13003686699137518
leaf_count=34 122 32 45 64 37 111 5 19 29 18 275 534 48 35 50 68 25 37 39 119 37 602 109 21 14 34 374 177 15 781
internal_value=0 0.000158181 -0.000326453 -0.000162896 -0.000341235 -0.000351319 0.000266522 -0.000355784 -0.000374928 -0.000386287 -0.000990524 -0.00034813 -0.000315762 1.8472e-05 0.000199602 0.000579703 -0.000294253 0.000249943 -0.000388248 0.000224157 -0.00043269 -0.000592702 -0.000223413 -0.000681978 -0.000120954 -4.58939e-05 -0.0001301 -9.66127e-06 -0.000158472 -0.000726621
internal_weight=0 0.0646531 0.58214 0.0469163 0.576803 0.0414603 0.0177945 0.571064 0.559955 0.556112 0.0330317 0.52308 0.496417 0.0884717 0.075705 0.0427794 0.0329256 0.0191239 0.407945 0.0276014 0.380344 0.215541 0.164802 0.193829 0.147482 0.138436 0.127791 0.114712 0.0195804 0.188639
internal_count=3910 334 3576 212 3542 180 116 3505 3486 3441 293 3148 2614 259 224 133 91 66 2355 158 2197 1441 756 1404 708 599 565 551 65 1383
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=421 14 482 1 0 157 157 0 157 16 52 52 4 42 2 0 15 48 47 52 48 1374 16 457 52 43 16 96 16 16
split_gain=0.00197413 0.00224237 0.0020768 0.00229097 0.00440422 0.00280342 0.00384641 0.00302395 0.00273355 0.00259693 0.00244937 0.0031648 0.00445495 0.00243642 0.00260988 0.00237386 0.00524428 0.00499467 0.00365902 0.00419114 0.00434336 0.00409232 0.00346848 0.00263357 0.00254992 0.0025067 0.00233269 0.00384471 0.00226925 0.00256563
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10022500000000002 1.0000000180025095e-35 -0.089879999999999974 -0.074309999999999987 -1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.50763499999999995 0.11401500000000002 0.10701500000000001 -0.49837999999999999 0.09901500000000002 0.08400500000000001 -0.10575999999999998 -0.031229999999999997 0.12862000000000004 0.080075000000000021 -0.0041199999999999995 0.094800000000000009 -0.095439999999999983 -0.064504999999999993 0.048350000000000011 0.28122000000000008 -0.049504999999999987 0.51388000000000011 -1.0000000180025095e-35 0.13514000000000004 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 -7 15 -6 -2 11 12 -10 14 -14 17 22 18 19 20 21 -8 -17 -23 -21 -20 27 -24 29 -5
right_child=1 -3 -4 5 8 6 7 -9 10 -11 -12 -13 13 -15 -16 16 -18 -19 25 24 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040449153411980842 0.00089093392578796094 -0.0024842707967041339 -0.0040209910069639353 -0.00094449547737573275 -0.0040447443652968842 -0.0037334102148903823 -0.0040476248276655712 0.0021932420176420009 -0.0030341286265773005 -0.003176402645960503 -0.0027864120655769825 0.0036944975857867643 -0.0040467046208522489 -0.0040449627584174192 0.0010648571943119379 0.0022684130997462793 -0.002691730681691483 -0.0030627371385369422 0.0016109587359840803 0.0034485260946205986 0.0035005702463719681 -0.0010559542645301354 0.0040493946194451319 0.0024794638547494348 -0.0004307462526817847 -0.0015653840278553586 0.0010121472539520399 -0.0031667856538553471 -0.0010879159693080237 0.0035390844176398486
leaf_weight=0.0019137815445446895 0.0031795680983748289 0.0061657422881609128 0.002092038023588926 0.0026022886033274508 0.0026317316136381655 0.0040949211975629387 0.004343833585153333 0.011833680068534136 0.0063520841116542137 0.013317626688896134 0.004212770351638361 0.0044117398409859723 0.0017111007783405857 0.0017527193481328132 0.035906838608603664 0.0096611153060734978 0.014434734859648302 0.005907774633101325 0.0057535437157412153 0.017024896620171148 0.0054233066036886149 0.0081377207393416029 0.0014197868295013896 0.0059744549157585434 0.0033090885481215073 0.013821952471744225 0.0068355475978023597 0.0080642142276303747 0.0033261992208508664 0.010535611010851655
leaf_count=25 40 124 126 30 242 100 12 193 30 417 206 49 79 107 753 187 420 37 20 152 31 52 1 31 12 58 46 131 94 105
internal_value=0 -7.94716e-05 -1.14789e-05 2.73581e-05 -0.000552625 0.000326401 0.000121419 0.000250863 -1.9927e-05 -0.00239249 0.000174972 0.000423816 0.000108231 0.000615221 0.000832351 4.21168e-05 -0.00073756 0.000494233 0.000823661 0.00146807 0.000319224 -0.000615617 0.000348167 0.000440781 0.00281723 -0.000631807 -0.000788611 -0.0020865 0.00189564 0.002651
internal_weight=0 0.224239 0.218073 0.215981 0.0734762 0.142505 0.126041 0.121946 0.056979 0.0164972 0.0543473 0.0501345 0.0457227 0.0393707 0.0376179 0.110112 0.0404154 0.0696966 0.0637888 0.0442133 0.0238793 0.018456 0.0259807 0.0141122 0.020334 0.0195755 0.0163195 0.009484 0.0164641 0.0131379
internal_count=3910 3885 3761 3635 1923 1712 1483 1383 1466 457 1224 1018 969 939 832 1190 785 405 368 290 126 95 365 83 164 78 178 132 229 135
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=1373 150 9 484 15 11 403 456 475 155 1 4 4 2 42 13 474 159 159 16 133 2 151 14 52 47 2 457 51 4
split_gain=0.00952961 0.0113 0.0116509 0.0101485 0.0121439 0.0104 0.0106866 0.00943499 0.00859074 0.00855752 0.00884557 0.00915301 0.00879802 0.00917355 0.00870516 0.0124633 0.00848657 0.00833618 0.00816259 0.00806529 0.0103417 0.00887137 0.0122474 0.00794474 0.00818475 0.0130494 0.00781819 0.00792604 0.00756248 0.00719682
threshold=0.099250000000000019 0.075065000000000007 -0.016839999999999997 -0.0043499999999999988 -0.26361999999999991 0.08776500000000001 -1.0000000180025095e-35 0.087055000000000007 -0.086424999999999988 0.088505000000000014 0.10471000000000001 -0.0010999999999999996 0.05864500000000001 0.10393500000000001 0.091955000000000023 0.41346500000000003 -1.0000000180025095e-35 0.10374500000000002 0.10519500000000001 -0.072804999999999981 0.086685000000000012 0.097135000000000013 0.077805000000000013 0.077685000000000018 0.11401500000000002 0.085165000000000018 0.089910000000000004 0.090150000000000022 0.11024000000000002 -0.52333999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 16 6 8 9 -6 10 11 14 -13 -14 18 -16 -5 -10 23 26 21 -21 -23 24 29 -26 27 -3 -18 -8
right_child=-2 19 3 4 5 -7 7 -9 17 -11 -12 12 13 -15 15 -17 28 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011854252063626775 -0.0011579313625640208 0.00047564142486025154 -0.00082877084786945449 -0.0012729878160186966 0.0012015238891712916 -0.0011921404804347939 -0.001269642108920759 -0.0010710240742359749 -0.0012291582941342308 -0.0012688642114115139 0.00030569815717402377 -0.001009328114361946 0.00040093334861861121 -0.00078191420709502926 -0.0012696722591015149 0.0012732366222221428 0.0010330339712860722 0.0012296270962949478 -0.00095016686027058687 -0.00074837875761043289 0.00087962700167564857 0.0010118266512177236 -0.00079518342937473843 -0.001269326391229152 -0.001269884962037361 0.0010602057088090378 0.00080966886855276003 -0.00078702112187579326 -0.00041171778925917476 0.00039740602457487046
leaf_weight=0.010921498894958859 0.012074726807668412 0.023924780147353886 0.0321248581187632 0.0036597752477973691 0.0030721229959453913 0.014978532950522094 0.004298906307667493 0.014336578975530756 0.027019710689472731 0.008673758419377009 0.11131618308309044 0.031338647842332534 0.023742672614503135 0.01897720325479213 0.015873914564792813 0.0038530016317963591 0.029890095763789759 0.0024164529343124732 0.010829257697139383 0.031454587877419726 0.015151453088265043 0.014601075306018174 0.010282600655045826 0.0058108860609991089 0.012659066779903583 0.0055664032220192885 0.056724890782163584 0.012012392515316606 0.007239799488161224 0.1345250287634201
leaf_count=85 31 51 573 1 6 101 10 67 798 135 204 209 69 59 168 1 187 6 55 131 92 47 9 26 102 10 157 18 13 489
internal_value=0 -2.14742e-05 -0.000111067 -0.000138182 -9.29134e-05 -0.00015307 -0.000117235 -6.06449e-05 -0.000816682 -2.32599e-05 5.26258e-06 -0.000119771 -0.000498934 -0.000124516 2.54092e-05 -0.000772999 0.0005697 -0.00102731 0.000116089 0.0002695 -5.05683e-05 -0.000300732 0.000265122 0.000186989 0.000240873 -0.000558231 0.000516436 5.35827e-05 0.000751328 0.000345783
internal_weight=0 0.697276 0.533124 0.522203 0.490078 0.449288 0.43431 0.401802 0.0325083 0.387465 0.378791 0.267475 0.0740585 0.0427199 0.193416 0.0197269 0.0407897 0.0294362 0.17369 0.164152 0.0714897 0.0563383 0.0248837 0.16286 0.157049 0.0182255 0.0926621 0.0359372 0.0371299 0.138824
internal_count=3910 3879 3374 3289 2716 2515 2414 1604 810 1537 1402 1198 337 128 861 169 201 804 692 505 279 187 56 637 611 112 226 69 200 499
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=39 151 16 51 38 40 42 3 45 14 1348 484 16 52 0 1213 52 484 52 15 457 474 51 12 133 49 160 13 2 51
split_gain=0.00217782 0.00239234 0.00320778 0.00236487 0.00238149 0.00243264 0.00353882 0.00213042 0.0021452 0.00319235 0.00232967 0.0031515 0.00245234 0.00227975 0.00270473 0.00213552 0.0021155 0.00214018 0.00221276 0.00484017 0.00306952 0.00286691 0.00333212 0.00297442 0.00268278 0.00343169 0.00311164 0.00424188 0.00235116 0.00225463
threshold=0.005105000000000001 -0.52174999999999983 -0.54165499999999989 -0.40274499999999996 1.0000000180025095e-35 -0.068949999999999997 -0.090359999999999982 0.31335500000000011 -0.080134999999999984 0.077685000000000018 0.090260000000000021 -0.0043499999999999988 -0.52908499999999992 0.024145000000000003 -0.11287999999999999 -1.0000000180025095e-35 -0.42985499999999993 0.11563500000000002 -0.081429999999999989 0.05377500000000001 -0.0015249999999999997 0.084655000000000022 -0.031524999999999991 -1.0000000180025095e-35 0.085835000000000009 0.024250000000000004 -0.096329999999999985 -0.083924999999999986 0.10869000000000002 0.12342500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -4 10 11 13 -13 -10 -15 -14 -17 18 19 20 -18 22 -20 -24 25 26 -25 28 -28 -29
right_child=3 2 7 4 -6 -7 -8 -9 9 -11 -12 12 15 14 -16 16 17 -19 21 -21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.0035209860841755721 -0.0035212187549900288 0.0023838608970940972 0.00352131442761863 -0.0027283943417434676 -0.00065462000993590514 0.0032583159506330674 0.0014871181944404667 0.0024460608269166826 -0.0034904054725572939 -0.0035223720551167876 0.0033939003814020567 -0.0024374346423031942 -0.0022757423039034552 0.0025337108449790834 -0.0035210137744760973 -0.0025202033929483548 -0.0018177534495176595 -0.0035210222001935249 -0.003522571597445848 -0.0024852422119156919 0.0018324063317759268 0.0022369911459933721 -0.0029703751440927238 -0.0028362796893982869 -0.0017511380338398352 0.0019520177355259163 0.0021455529627721851 -0.0002641015351389499 -0.0011374375595872496 -0.003524594984781602
leaf_weight=0.0026346691838057259 0.0015311509853717089 0.0060234944963895023 0.0018168417618653612 0.0029292480620242136 0.0085774934521509749 0.006994959208071804 0.015663135137359063 0.0036162384169671205 0.0063487622457278903 0.0037821211386983569 0.0021440380199919664 0.0057242544656901364 0.0053421653107381664 0.0021613352896991955 0.001584574528157745 0.0040428085394132998 0.0032093622199340635 0.0020354817743726264 0.0037726998758884625 0.0045236606107721391 0.025847858171431426 0.0059547756323006231 0.0044190131998220741 0.0047988349803063093 0.0098235099624517375 0.011797437393646248 0.014823184228447417 0.04398985638804831 0.0033061712765629627 0.0027951459078394683
leaf_count=63 20 85 14 27 74 80 258 118 408 90 18 20 540 15 128 271 30 103 82 26 201 100 43 139 381 74 91 377 28 6
internal_value=0 -0.000190352 -0.000142579 0.000758798 0.000950614 0.00148873 0.00082296 -0.000228237 -0.000283802 -0.000323943 -0.000252128 -0.000299135 -0.000175944 -0.00220541 -2.7526e-05 -8.99177e-05 -9.46402e-06 6.24754e-05 0.000114928 0.000901929 0.00142925 -0.000135622 -0.000277579 -0.000149725 -1.32539e-05 0.000196193 -0.000100942 0.000101269 0.00154685 -0.000458898
internal_weight=0 0.186318 0.183684 0.035696 0.0341648 0.0255873 0.0185924 0.17766 0.174044 0.172227 0.168445 0.166301 0.156206 0.0100947 0.00374591 0.150482 0.14514 0.141097 0.139062 0.0335809 0.0290572 0.105481 0.0995259 0.0957532 0.0913341 0.0815106 0.0697132 0.0649144 0.0181294 0.046785
internal_count=3910 3451 3388 459 439 365 285 3303 3185 3171 3081 3063 2512 551 143 2492 1952 1681 1578 257 231 1321 1221 1139 1096 715 641 502 119 383
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=1456 4 11 151 403 480 474 3 48 376 156 1 3 48 4 9 43 15 48 42 38 2 123 49 13 4 16 15 142 1456
split_gain=0.00747229 0.00591854 0.0134044 0.00852573 0.00779927 0.00669667 0.00609724 0.00575128 0.00692811 0.00685455 0.00682975 0.00726931 0.00790652 0.00768022 0.0135407 0.00690878 0.0088501 0.0075583 0.00998126 0.00887107 0.00661797 0.00652712 0.00850997 0.00650565 0.00697878 0.00623393 0.00939699 0.00622519 0.00555056 0.00590324
threshold=-1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 -0.12008499999999998 0.082070000000000018 0.048375000000000008 0.094860000000000014 0.10031000000000002 0.086245000000000016 0.086285000000000014 0.0057500000000000008 -0.016839999999999997 -0.077664999999999998 0.035895000000000003 0.086870000000000017 0.08401500000000002 0.10657000000000001 0.094825000000000007 0.084845000000000018 0.0062100000000000011 -0.060719999999999989 -0.14963999999999997 -0.0083999999999999995 -0.093099999999999974 -0.073359999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 8 25 10 11 12 15 -14 -15 -9 17 18 -17 -19 23 22 -11 24 -13 -6 -27 -20 -8 -30
right_child=1 3 -4 6 5 -7 28 9 -10 21 -12 20 13 14 -16 16 -18 19 27 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00077894502236555989 -0.0011719492071628125 -0.0010927038967783085 -0.0011160860304661162 -0.0011751056866086502 0.00049469374152608179 -0.0011722214034542912 -0.0010394990451276182 0.0011750522984132537 0.0010935368268538232 0.00081271595191294798 -0.0010029265007773481 0.00058040175112869052 0.0004683390108300193 -0.0011726671329857969 0.00037026851760298054 -0.00096947352695059611 -0.00079478297164899125 -0.0011720589981475118 -0.0011720942441527532 0.00087785955686238328 -0.00086912325272535678 0.00096318618595909393 -0.00072576480010669558 0.00094983839256212305 -0.0001714160575624899 -0.0011759575992651827 0.00041636042353726467 0.00076309905147551173 0.00062906793903958803 -0.00057508869420494035
leaf_weight=0.017650382385824059 0.0078844713414980561 0.0057559338715691402 0.015879158045720487 0.0032896079173951867 0.029030434551145845 0.0065210944409983531 0.0032596788660157463 0.003689693199703469 0.013484910028637387 0.0090954949928345741 0.011067530249917468 0.028530004314461621 0.037149676543776877 0.014088240082855918 0.017520541121484712 0.02006549463466456 0.052699860841421753 0.003588418324511621 0.0029234490511669273 0.015072194206823042 0.0073420392800471737 0.017216522591525063 0.010794513164455566 0.016570469457747095 0.041768526467876654 0.0098184792096276396 0.010562184759010051 0.010404662156361155 0.064343666431341262 0.0061212794844323062
leaf_count=369 432 20 169 4 42 203 4 3 24 45 159 110 55 34 12 287 968 68 55 62 13 60 28 46 113 27 27 31 429 11
internal_value=0 -3.09967e-06 -6.04423e-05 0.000282863 -1.8207e-05 5.17743e-06 0.000385671 2.52513e-05 0.000349132 -3.84895e-05 -0.000100684 -6.38928e-05 -0.000203714 0.000107116 -0.000317428 -0.000400795 -0.0004563 -0.000113618 -0.000447383 0.000483662 0.000199098 0.000434977 -2.22335e-05 0.000289382 0.000133702 0.000145974 -0.000350746 0.000338625 0.000455314 0.000524463
internal_weight=0 0.495538 0.412768 0.0827702 0.396889 0.389004 0.0770142 0.382483 0.062896 0.319587 0.282481 0.271413 0.177202 0.0687585 0.0316088 0.108444 0.104754 0.0520542 0.0333936 0.0186606 0.094211 0.0371065 0.01989 0.086869 0.0702985 0.0494111 0.0203807 0.0133281 0.0737246 0.0704649
internal_count=3910 3541 3073 468 2904 2472 448 2269 120 2149 2016 1857 1575 101 46 1474 1471 503 373 130 282 133 73 269 223 96 54 86 444 440
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=4 11 151 403 3 48 132 0 15 40 3 50 0 9 156 15 4 1375 16 1 52 484 421 474 15 48 4 484 150 150
split_gain=0.014501 0.0147408 0.0120371 0.0089168 0.00871741 0.00809838 0.00912012 0.00782943 0.0119325 0.0114926 0.0111627 0.00755255 0.00721722 0.00874155 0.00736707 0.00723806 0.00679931 0.00651633 0.00772524 0.00681728 0.00582641 0.00936043 0.00571151 0.00925993 0.00957761 0.00716793 0.00558687 0.00540389 0.0056556 0.00637695
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -0.12008499999999998 0.082070000000000018 0.080815000000000012 -0.10575999999999998 -0.23033499999999998 -0.083709999999999993 0.24227500000000002 0.11901000000000002 -0.089879999999999974 -0.016839999999999997 0.090040000000000023 0.10043500000000001 -0.15333499999999997 -0.43271999999999994 -0.27337499999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.0043499999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.22917999999999997 0.11379500000000002 -0.034289999999999994 -1.0000000180025095e-35 0.09202500000000001 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 16 8 -6 -9 12 22 13 -11 15 27 -5 -10 -19 -20 21 -21 23 -4 -25 -26 -23 -14 29 -29
right_child=2 -3 11 4 7 -7 -8 9 17 10 -12 -13 14 -15 -16 -17 -18 18 19 20 -22 26 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0013198698205286027 -0.0012143378225199168 -0.001174394963504596 -0.0013245700707526027 0.00022510992576308314 -0.0012344363378533566 0.0011680385350100926 0.0010019403095635486 0.00082874380321781957 -0.00051742728785686908 0.001322894431958201 0.0013202664927568198 -0.00065330100446928151 -0.0012055910390223678 -0.0012470867131333665 -0.0012736886809052194 -0.0012685208688113501 -0.00081581804634708313 -0.00036951292482226858 -0.00053272352676549117 -0.0010383991424018097 0.0011623231733193713 -0.00034326289399117313 -0.00085798715603998448 0.0012576651063241999 0.00071117624440418742 -0.00043139635845522434 0.00069684500650864754 -0.00012592411699697593 -0.0012094775107178003 0.0010073583922295096
leaf_weight=0.009842080184085944 0.0074802815852308404 0.022288970769523075 0.003774376353248953 0.029508429455518126 0.011075965594955051 0.016599174869952549 0.01569221422892042 0.01496195592596905 0.020058427942785784 0.0025205025449395171 0.006611811081029372 0.0087557720762561075 0.0083065467430145645 0.026894186488569005 0.013096696552878484 0.011218437145885218 0.017351180887544615 0.025147754306829029 0.011191733653845404 0.0072914373563435211 0.021425283535791095 0.01065518809105015 0.0043002763413824132 0.040229126649705904 0.0326935111511375 0.013511621671113971 0.057613805039181898 0.12800634862588822 0.0077291800984085049 0.009271688350054319
leaf_count=435 20 175 1 32 31 30 38 75 15 1 37 19 256 386 176 241 51 78 33 27 28 27 2 273 130 27 133 1025 80 28
internal_value=0 -0.000125271 0.000402041 -7.67636e-05 -5.08551e-05 0.00034868 0.00013125 -0.000131306 8.82659e-05 -0.000289259 -0.000367551 0.000519128 -0.000421451 -0.00102687 -0.000321196 -0.000245378 -0.000160325 0.000183779 0.000289274 0.000442421 0.000554948 0.000382726 0.000627748 0.000698573 0.000786919 0.000377057 0.000534509 -0.000170511 -0.000111218 -4.93828e-05
internal_weight=0 0.504359 0.110745 0.48207 0.472228 0.079151 0.0625518 0.393077 0.16446 0.228617 0.213655 0.103265 0.207044 0.0294147 0.177629 0.164532 0.0468596 0.153384 0.133325 0.108177 0.0969857 0.0755604 0.0945089 0.0902086 0.0864343 0.0462051 0.068269 0.153314 0.145007 0.137278
internal_count=3910 3438 472 3263 2828 151 121 2677 372 2305 2230 452 2193 387 1806 1630 83 341 326 248 215 187 433 431 430 157 160 1389 1133 1053
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=34 2 41 484 8 159 16 3 401 16 0 16 1446 123 151 16 49 49 9 15 403 0 49 2 0 123 124 13 132 2
split_gain=0.00192946 0.00198924 0.00276591 0.00289309 0.00272424 0.00253259 0.00279755 0.00326627 0.00279559 0.00261723 0.00267508 0.0029054 0.00242412 0.00258361 0.00292837 0.00299728 0.00238449 0.00494672 0.00231996 0.00425375 0.00223812 0.00238438 0.0027772 0.00287909 0.00238006 0.0022517 0.00217451 0.00323705 0.00364766 0.00489189
threshold=-0.15639499999999998 0.097940000000000013 0.079885000000000025 -0.0043499999999999988 1.0000000180025095e-35 0.10276500000000001 -0.41862999999999995 -0.12008499999999998 1.0000000180025095e-35 -0.15168999999999996 -0.23029999999999998 -0.09385499999999998 0.092380000000000018 1.0000000180025095e-35 -0.40391999999999995 -0.54165499999999989 -0.084934999999999997 -0.075429999999999983 -0.016839999999999997 -0.064869999999999983 -1.0000000180025095e-35 0.039665000000000006 -1.0000000180025095e-35 -0.023524999999999997 -0.14867499999999997 0.16277000000000003 -1.0000000180025095e-35 -0.091849999999999987 0.084925000000000014 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -11 -12 13 14 -3 -16 -13 -18 -19 -20 -21 22 -22 -24 -25 -26 -17 -28 29 -29
right_child=1 12 -4 4 -6 -7 7 8 -10 10 11 16 -14 -15 15 26 17 18 19 20 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.0033393872772932245 -0.0027321089257226448 -0.0030033988178943876 -0.0025348878068395865 -0.0021205854932931263 0.0026968870146069786 -0.0029993960928442281 0.001956412253572765 0.0011504395910467737 -0.0034518125665261227 0.0010416228057704272 -0.0033404846988548172 -0.0024362259115355885 -0.0034520094502698481 0.0019711286193372863 0.0033529432021500247 -0.0025878478761937524 0.0030413506214689748 0.0031003738395824305 -0.0034102394924841006 -0.0034517630557217159 -0.0034517957700815963 -0.0022115133088463825 -0.0034515426828167013 -0.0034526708522368481 0.0017518856849182414 -0.0034526977589589307 0.0014891028042638098 -0.0028656999073664933 0.0022215234435008424 3.6970626747429068e-05
leaf_weight=0.001998341095372779 0.0052672342152995091 0.0032991276585221377 0.0065524948157076315 0.0077069830396681019 0.0039588145789934961 0.0037634409213893596 0.0095504004186466318 0.01719114421603507 0.0029836420510669362 0.013175762488231151 0.0045194795245837504 0.0063203655960535335 0.0019955316029225392 0.010894195661876438 0.003688158357476822 0.0032663663173977389 0.0050604994443688147 0.0019360658166078784 0.0061019800471129306 0.0024159865678523565 0.0019942963282915107 0.004814315120896139 0.0017468180449213824 0.0012478704143177163 0.018070154290152046 0.0010474978043930596 0.019525157340808619 0.0085330331035748941 0.0066698279218257986 0.036481401301420746
leaf_count=30 467 29 98 97 65 115 72 60 223 40 158 72 55 175 47 31 40 19 182 485 81 20 22 5 375 3 178 142 88 436
internal_value=0 -6.72011e-05 -0.000351979 -0.000231653 -0.000115722 -0.000217271 -0.000118385 3.87902e-05 -0.000167854 -5.34464e-05 -0.000355796 -0.000688893 0.000311361 0.000392675 0.000181585 0.000316017 -0.000452786 -0.000170668 -0.000583479 -0.000773981 -0.000260644 5.93421e-06 0.000448779 0.000800569 0.00116529 0.00146672 0.000165623 0.000291924 -0.000160343 -0.000513266
internal_weight=0 0.219778 0.125425 0.118873 0.113606 0.109647 0.105883 0.0981763 0.0886259 0.0856422 0.0684511 0.0552753 0.0943528 0.0923573 0.0814631 0.0781639 0.0507558 0.0444355 0.039375 0.0374389 0.0313369 0.028921 0.0241066 0.0221123 0.0203655 0.0191177 0.0744758 0.0712094 0.0516843 0.0450144
internal_count=3910 3880 2699 2601 2134 2069 1954 1857 1785 1562 1502 1462 1181 1126 951 922 1304 1232 1192 1173 991 506 486 405 383 378 875 844 666 578
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=1 0 2 133 1212 132 13 130 2 42 4 43 43 13 4 12 3 2 12 52 12 49 133 1373 106 31 47 0 52 15
split_gain=0.00189556 0.00367856 0.00262203 0.00318753 0.00239538 0.0023173 0.00230864 0.00232436 0.00235355 0.00224993 0.00389761 0.00305932 0.00291802 0.00235072 0.0025708 0.00230165 0.00314711 0.00213736 0.00206267 0.00231963 0.00201368 0.00187401 0.00179654 0.00219503 0.00210643 0.00208812 0.00247328 0.00326718 0.00407852 0.00330596
threshold=0.077800000000000022 -0.084074999999999997 0.079395000000000007 0.084285000000000013 1.0000000180025095e-35 0.079995000000000011 -0.5337599999999999 -1.0000000180025095e-35 0.08400500000000001 0.091955000000000023 -0.060264999999999992 -0.24333999999999997 0.030755000000000001 -0.13934999999999997 -0.48072499999999996 0.093125000000000013 -0.100615 0.14808000000000002 0.085185000000000025 0.048695000000000009 0.051320000000000005 -1.0000000180025095e-35 0.085625000000000021 0.09586500000000002 0.092305000000000012 -1.0000000180025095e-35 0.086425000000000016 -0.087899999999999992 -0.0066199999999999991 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 17 -3 -8 -9 10 13 -11 15 -10 -15 16 -12 22 -5 -20 -7 -22 23 24 25 -2 27 28 -27 -29
right_child=5 4 3 18 -6 20 7 8 9 11 12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0022502392758708936 0.0036652945798032804 -0.003664301356769489 -0.0036635389801044612 -0.003662971644672944 -0.0036633089002974743 0.0035563770713920757 -0.0036634873220195412 -0.0036646677456595418 -0.00011628519818868817 0.001073164486935138 0.0031434230466715531 -0.0036638001319942931 -0.0036692342032018017 -0.00093760414065884327 0.0030690167331316812 0.0028780807322144318 -0.0029629319988327386 0.0025994828144179209 0.0013384037631936898 -0.0036640117256067054 0.0034699650438199496 -0.0022190846715053844 0.0022167551445404065 -0.0036636042006530957 -0.0036201811985422084 -2.88465071072313e-05 -0.00083425551216226475 0.001039243606510278 0.0019338265706821858 -0.0018045112002991698
leaf_weight=0.0019595172057478285 0.0021074848807671734 0.0020041954994667313 0.0098353687991536987 0.0023876794776960253 0.002269530401019181 0.0049915795378439043 0.0018596846868312858 0.0017380877293362565 0.0059387135042925357 0.0038662075598949741 0.0016475932413868542 0.0034703697705662498 0.0031908940019196317 0.0024805917251740075 0.016025927431236646 0.0032205171219388262 0.0036185086731421838 0.0044090522585520367 0.0057475553466828089 0.0015866026022948176 0.0012310722818256181 0.0021041580073415389 0.0047476955475644891 0.002249775272474607 0.0021326670212147283 0.03354580125107276 0.034615241337682789 0.008463972852155166 0.024628954865512753 0.015571833978242466
leaf_count=14 32 4 570 195 160 103 56 13 10 13 13 243 44 17 224 61 143 107 137 108 11 73 260 26 6 178 306 101 191 491
internal_value=0 -0.000517654 -0.00178883 -0.00219352 1.51921e-05 0.000210092 0.000185356 0.000349316 0.000514426 0.000681562 0.00105712 -0.00116753 -0.000683497 0.00188861 0.00253197 0.000439114 -0.00105245 9.22941e-05 -0.000706326 0.000256228 0.00208416 -0.00011919 5.97499e-06 -7.91408e-05 -1.25305e-05 5.21606e-05 -1.30188e-05 0.000332768 0.000802074 -0.000803111
internal_weight=0 0.0728475 0.0215167 0.0195572 0.0513308 0.140799 0.0490613 0.0470571 0.0451974 0.0434593 0.0361227 0.00733658 0.0116775 0.0244452 0.0185065 0.00848662 0.0052661 0.132472 0.00972184 0.00733416 0.00832681 0.00333523 0.128063 0.123316 0.121066 0.118933 0.116826 0.0822106 0.0581748 0.0240358
internal_count=3910 2025 1024 1010 1001 1885 841 837 781 768 512 256 261 251 241 217 156 1698 440 245 187 84 1591 1331 1305 1299 1267 961 369 592
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=4 11 151 403 50 480 1456 453 376 3 42 4 38 3 156 1213 1 49 133 42 1 1 2 47 160 3 2 42 48 132
split_gain=0.00477622 0.00671914 0.0059667 0.00545007 0.00485747 0.00449892 0.00454591 0.00459961 0.00447085 0.00550816 0.00519492 0.00502276 0.00491522 0.00560964 0.00518165 0.00530167 0.00547588 0.00718798 0.00661906 0.00577083 0.00559541 0.0102266 0.00756551 0.00711698 0.00581439 0.00831311 0.00617629 0.00646254 0.00422158 0.00442874
threshold=0.27608500000000008 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 0.11901000000000002 0.08456000000000001 -1.0000000180025095e-35 0.090755000000000016 0.048375000000000008 -0.12008499999999998 -0.090359999999999982 -0.49837999999999999 0.10208000000000002 0.31335500000000011 0.093425000000000022 -1.0000000180025095e-35 0.12811000000000003 -0.10837499999999999 -0.10260499999999999 0.09901500000000002 0.094695000000000015 0.09112000000000002 0.10393500000000001 1.0000000180025095e-35 0.090735000000000024 0.086245000000000016 0.086875000000000022 -1.0000000180025095e-35 0.082070000000000018 0.080815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 -5 9 28 -10 -11 13 14 15 -13 17 -17 -19 20 21 22 23 24 25 26 -20 -28 29 -8
right_child=2 -3 4 5 -6 -7 8 -9 10 11 -12 12 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012435902005869478 -0.0011145580104123844 -0.00099998837004335625 0.00055259319361590433 -0.0010545323516430686 -0.00058173738653528807 -0.0012437795143414661 -7.0882060407327215e-05 0.0012436752335139845 -0.00043496574957720531 -0.0012239867081118734 0.00080246434083657806 -0.0012437071590664895 -0.00096642641033197493 0.0012438233975322463 -0.0010804127718476277 -0.00081662956447567565 0.00066819286901462368 -0.001243822355699617 -0.00050975716036941198 -0.00094535036421304879 0.00051167413746351599 -0.0012195416469177964 -0.0012442097282156527 -0.0012443136277142494 -0.00067883539697748184 0.00096509383031427966 -0.0012438048542125631 0.00070056620328661011 0.0011561020194541655 0.00094688618206589738
leaf_weight=0.0057235942460351899 0.0042375489251753598 0.011720187779076241 0.048633224361424254 0.010330789732570622 0.006632981238908541 0.0045697356007643455 0.025803210146477795 0.0015482551445984436 0.006949449134481255 0.0059759644854580065 0.021393909348148554 0.0053527843821647983 0.0090311839541072914 0.005216195985497051 0.0074430211969485063 0.017311588418465362 0.017773006595234619 0.0060758168155068395 0.016726408954127692 0.0080238699665642343 0.04313678317942049 0.0099680739162977261 0.0059466103730017031 0.0048994103148203285 0.0083355001685703201 0.026552544017022228 0.0030044780451703437 0.021967360985868822 0.0087558028371859109 0.0088873263280220272
leaf_count=442 20 175 402 348 19 212 61 2 14 69 121 439 34 47 130 66 48 221 188 69 158 59 67 78 83 34 72 174 24 34
internal_value=0 -7.54508e-05 0.000307422 -4.12365e-05 0.000416452 -1.91071e-05 -8.42548e-07 -0.000754995 2.95741e-05 -2.04165e-05 0.000499061 -9.94139e-05 -6.84107e-05 -2.93696e-05 -6.2163e-05 -2.33118e-05 1.11203e-05 -5.67963e-05 2.8267e-05 8.02926e-05 0.000138851 -2.62653e-05 0.000109779 0.000208589 0.000301535 0.000421268 7.4972e-05 0.00046663 0.000384587 0.000189859
internal_weight=0 0.328423 0.0595038 0.316703 0.0552662 0.310979 0.306409 0.011879 0.29453 0.266187 0.0283434 0.222741 0.216765 0.207733 0.202517 0.195074 0.189721 0.171948 0.154637 0.148561 0.140537 0.0974004 0.0874323 0.0814857 0.0765863 0.0682508 0.0416982 0.0249718 0.0434463 0.0346905
internal_count=3910 3469 441 3294 421 2852 2640 350 2290 2155 135 2036 1967 1933 1886 1756 1317 1269 1203 982 913 755 696 629 551 468 434 246 119 95
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=12 132 49 38 13 133 48 1365 1 52 52 2 4 15 159 42 133 52 42 50 2 1375 457 0 15 160 133 160 40 51
split_gain=0.00611525 0.00719629 0.0063676 0.00578655 0.00653085 0.00884815 0.00690168 0.00649766 0.00627402 0.00584162 0.00561983 0.00689006 0.00761801 0.00750275 0.00662195 0.00602368 0.00720524 0.0063842 0.00549373 0.00498001 0.00718161 0.00605903 0.00640708 0.0049415 0.00815973 0.00478904 0.00466267 0.00465419 0.00499383 0.00456001
threshold=0.080120000000000011 0.079995000000000011 -0.13451999999999997 1.0000000180025095e-35 -0.089899999999999994 -1.0000000180025095e-35 -0.086624999999999994 1.0000000180025095e-35 0.11866500000000001 -0.087094999999999992 0.11401500000000002 0.092340000000000019 0.22584000000000001 -0.11739999999999999 -0.47141999999999995 0.091955000000000023 0.10681500000000001 -0.42035499999999998 1.0000000180025095e-35 0.084340000000000012 0.13705500000000001 -0.43271999999999994 0.088550000000000004 -0.061994999999999995 0.10043500000000001 0.092810000000000017 -0.036599999999999987 0.10590000000000001 0.0034800000000000005 -0.095859999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 27 11 12 18 -14 -12 16 17 -13 -2 21 -21 -11 25 24 -19 -23 -16 28 -6 -20
right_child=10 -3 3 8 7 6 -8 -9 -10 19 14 15 13 -15 26 -17 -18 23 29 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0008112717897650135 -0.001132204379308754 0.00091935852698701262 -0.0013178699214326135 -0.0012206774159757127 -0.00094704763819412538 -0.0012253145148048011 0.0013174980973782602 -0.0012375366316596742 0.00049032038748614921 -0.00045778686893363757 0.00081508314726431389 -0.0013461480051271805 -0.00042538664066856576 0.00090742701336389716 0.00075317941203476848 -0.00052251549458188877 -0.0013474841239752662 0.0006117756895650593 0.00041098375587497125 -0.0011663621685491794 0.0004468984661049534 0.00039327917649236387 0.0012969877357707849 0.0011283055448920382 -0.0013357806889559157 -0.00071822912514961498 -0.0013422899842555518 0.00091293737711965479 0.00043328786456800023 -0.00054956023806840228
leaf_weight=0.01473815162273695 0.022413485075077233 0.018388365740804602 0.0031670863611452651 0.01156078375683478 0.020263488302987298 0.0021312219178071237 0.020859203796874226 0.0066043573715433004 0.0058454495979276535 0.015961870572937187 0.0038060693614099242 0.0030604163850256319 0.015744737905151851 0.014884575130054145 0.0021521757636691055 0.016278217360145675 0.0039406962788603997 0.02223462076533167 0.01154994481528604 0.01050188782795658 0.0095395226626351359 0.09744844886532178 0.013538053403635786 0.022161924246120179 0.004725407646930079 0.007567577236500255 0.018115822416952199 0.0041281751432506999 0.006201091063758212 0.039825105787144821
leaf_count=58 649 123 20 50 128 3 140 20 29 14 65 147 30 22 52 217 55 150 92 49 23 318 52 32 37 29 371 12 11 912
internal_value=0 0.000106714 4.69542e-05 0.000100705 0.000160357 0.000791235 0.00108178 7.42978e-05 -0.000646081 0.000121091 -0.00020379 -0.000120725 -0.000341963 0.000222305 -0.000813882 0.000198346 0.000407428 0.000539955 -0.000576188 0.000227456 -0.000398465 0.000320711 0.000425526 0.000657464 0.000270419 0.000313183 -0.00111978 -0.000416271 -0.000623612 -0.000333614
internal_weight=0 0.268445 0.250056 0.235318 0.217912 0.0261575 0.0229904 0.191754 0.0174062 0.18515 0.200893 0.176819 0.104418 0.0306293 0.0240741 0.0724013 0.0561231 0.0521824 0.0737885 0.154557 0.0200414 0.134516 0.118554 0.049122 0.02696 0.105016 0.020268 0.0305928 0.0264646 0.0513751
internal_count=3910 1079 956 898 819 163 143 656 79 636 2831 2343 1705 52 488 638 421 366 1653 485 72 413 399 219 187 347 423 151 139 1004
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=12 3 16 484 133 3 1 49 12 3 133 133 0 128 0 3 1 47 1375 457 13 16 15 15 47 13 457 50 43 42
split_gain=0.00808424 0.0108544 0.00818527 0.00687267 0.00715557 0.00759517 0.00641138 0.0062125 0.00778414 0.0075384 0.00636337 0.00765425 0.00662035 0.00841697 0.00768626 0.0103658 0.00611036 0.00991931 0.00658866 0.0096786 0.00609053 0.00785943 0.00603332 0.00595284 0.00985354 0.00581175 0.0056822 0.00627875 0.0053082 0.005304
threshold=0.080120000000000011 -0.013944999999999997 0.10994000000000002 -0.067754999999999996 0.10681500000000001 0.10666500000000002 0.11327500000000001 -0.029304999999999998 0.084885000000000002 -0.08348499999999999 0.084630000000000025 0.083815000000000014 -0.070894999999999986 0.11581500000000002 -0.053834999999999994 -0.115685 0.14000500000000002 0.082465000000000024 -0.43271999999999994 0.09037000000000002 0.10741000000000002 0.0015250000000000001 0.05377500000000001 -0.15202999999999997 0.09023500000000001 0.068400000000000002 0.084485000000000018 0.096815000000000012 -0.030974999999999996 0.10056500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 16 -2 5 7 -4 8 -5 -10 11 12 13 -9 -14 25 17 18 -3 22 -1 -22 26 24 -19 -16 27 28 -20 -11
right_child=3 2 6 4 -6 -7 -8 10 9 29 -12 -13 14 -15 15 -17 -18 23 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083564130275367221 -0.00124384638890091 -0.00051989104132431233 -0.0011199104323404172 -0.0011917032866294488 -0.0011932175682189694 0.00058312290511062582 -1.1360362408063323e-05 -0.00073787073228541249 0.00060442923959853467 -0.0012443291320980013 -0.0011733482740821715 0.00090872498938733451 0.00055093445954854754 0.001128832560410048 0.00059915242711236602 -0.0012399824026376341 0.001154123996766755 -0.0011946111273991287 0.0011735512795937469 0.0012445889193355164 -0.00057686354651712447 0.00066847402660825191 -0.00065978083206214998 -0.00085435857736186366 0.00082150933253574145 -0.00079776786554885937 -0.00055575504427051012 -0.0006763297273620543 0.00033606167959671047 0.00072041858149705159
leaf_weight=0.043780043836136429 0.0090598229877940639 0.017298453329203767 0.016840637167547357 0.0056562445838608246 0.0095260514958113163 0.022998697420916869 0.015482958648590284 0.054208499587090841 0.037639288823129391 0.0066850201254169406 0.012144679224213917 0.0084978508179460732 0.022572408704832014 0.0040110528459109665 0.014556178774000728 0.013361538697836295 0.0079585353741435938 0.0058250102752026569 0.014306664297578209 0.014755393990071752 0.013989464556630082 0.017812178893109376 0.012008948193169999 0.026110003373105428 0.010512121784358897 0.0067356833784515393 0.011282742746061558 0.007870714257705913 0.064259233816528649 0.0031140281453190255
leaf_count=201 410 17 105 46 449 31 43 1084 93 45 295 12 112 44 25 82 87 16 113 54 50 28 31 56 35 82 35 18 190 21
internal_value=0 0.000127225 -9.98629e-06 -0.000182318 -0.00013894 -9.16069e-05 -0.000588916 -0.000173633 0.000187114 0.000351516 -0.000314378 -0.000230211 -0.000314048 -0.000609264 -1.37053e-05 -0.000381498 8.73825e-05 4.13003e-05 0.000199171 0.000299093 0.000534804 0.000120653 0.00017195 -0.000486019 0.000102661 0.000157237 0.000274163 0.000382494 0.000488567 -0.000619954
internal_weight=0 0.300093 0.224511 0.230767 0.221707 0.212181 0.0323236 0.189182 0.0530946 0.0474383 0.136088 0.123943 0.115445 0.0582196 0.0572258 0.0346534 0.192188 0.184229 0.141782 0.124484 0.0755817 0.0318016 0.109728 0.0424471 0.0163371 0.0212919 0.0977194 0.0864366 0.0785659 0.00979905
internal_count=3910 1079 800 2831 2421 1972 148 1941 205 159 1736 1441 1429 1128 301 189 652 565 458 441 279 78 387 107 51 107 356 321 303 66
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=39 51 3 1 124 13 1365 52 484 148 133 48 133 130 42 133 160 133 151 4 14 1213 475 0 0 48 1 15 39 123
split_gain=0.0100721 0.0105238 0.00980781 0.00928541 0.00960597 0.0092811 0.00863032 0.00838757 0.00893862 0.0117008 0.00873458 0.00830444 0.00796575 0.0081781 0.00767193 0.00900183 0.00755386 0.013001 0.0100154 0.00770998 0.00790203 0.00762017 0.00922931 0.00866534 0.0262079 0.0137665 0.00984175 0.0101636 0.00745753 0.00971175
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.11353000000000001 -0.52484999999999993 -0.09602999999999999 1.0000000180025095e-35 -0.42985499999999993 -0.0043499999999999988 -1.0000000180025095e-35 0.10681500000000001 0.14226500000000003 -0.26719999999999994 -0.23515499999999998 -0.089024999999999979 0.085355000000000014 -0.098319999999999991 -0.031394999999999992 -0.22799499999999998 -0.51381999999999983 0.07802000000000002 -1.0000000180025095e-35 -0.086004999999999984 -0.076099999999999987 -0.10575999999999998 0.086285000000000014 1.0000000180025095e-35 -0.11739999999999999 0.083240000000000022 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 -2 6 5 -5 -3 7 -1 9 -9 11 12 -10 -14 -7 28 17 -15 -19 -18 21 22 -21 24 25 26 -23 -28 -16 -30
right_child=1 3 -4 4 -6 14 -8 8 10 -11 -12 -13 13 16 15 -17 19 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0010457905383546998 -0.0012450558325314757 -0.0010792400376373158 0.00093809999815966632 -0.0012451989079237688 0.0010659021042435219 -0.00075567474421682143 -0.0011621653321744691 0.0010690730971155498 -0.0011492757072346076 -0.00094487168684539568 -0.0010642193678011367 -0.00099525686666385128 -0.0012484682621079538 0.00093777108342695708 0.0011763565996273349 0.0011206170483920776 -0.00075078356865094576 0.0012257263550511303 -0.001150938873647608 0.0012445066928716841 -0.00080656466165630783 -0.00021861779556988365 -0.0010555817263812337 0.00048423278656404585 -0.00055496097175229448 -0.00011987732019194015 -2.4208997747080401e-06 0.0010093407280813923 -0.00063630896291242377 0.00086584642022685546
leaf_weight=0.014770389192435118 0.0066567005617343957 0.0088540731640023296 0.013223198792843505 0.0030291079019661984 0.033908923073795449 0.0096355845590778699 0.012615829495985054 0.0051538220091060785 0.0090539664927433705 0.033150477525126121 0.012781432779149782 0.013189452960432391 0.0076201938102258273 0.0076622099657583922 0.0078781479610370297 0.019958397652771964 0.015866595872921607 0.0030797587278357233 0.024959508467460978 0.0033143475884571663 0.013354560350819611 0.018305416018847609 0.014488451370027633 0.11684183206784837 0.072335889136297737 0.063516644897390506 0.019773232957959408 0.068642401087345206 0.021761075832728238 0.0095859630491759162
leaf_count=337 20 20 123 4 211 31 68 22 183 497 415 26 8 40 11 84 20 4 318 4 43 33 396 214 512 64 27 97 48 30
internal_value=0 0.000274872 -0.000120152 0.000363151 0.00087638 0.000119081 -0.000145573 -0.000121728 -9.56354e-05 -0.000673897 -4.99453e-05 -2.24798e-05 5.48444e-06 2.87305e-05 0.000273253 0.000440771 5.07427e-05 -0.000497641 -0.000889892 9.89125e-05 0.000133431 0.000166709 -0.000627374 0.000206042 7.20442e-05 0.000338466 0.000611255 0.000783071 9.48553e-05 -0.000176948
internal_weight=0 0.121268 0.5637 0.114611 0.036938 0.0776732 0.550476 0.537861 0.52309 0.0383043 0.484786 0.472004 0.458815 0.449761 0.0688192 0.0591836 0.442141 0.0357015 0.0280393 0.406439 0.390573 0.377218 0.0178028 0.359415 0.242574 0.170238 0.106721 0.0884156 0.0392252 0.031347
internal_count=3910 459 3451 439 215 224 3328 3260 2923 519 2404 1989 1963 1780 204 173 1772 362 322 1410 1390 1347 400 947 733 221 157 124 89 78
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=39 48 13 106 42 151 16 4 480 133 3 0 1455 456 146 45 1374 11 9 4 130 3 0 13 403 1 2 15 0 159
split_gain=0.00204556 0.00232895 0.00296942 0.0022795 0.00234868 0.00219703 0.00260624 0.00211219 0.00302012 0.00236644 0.00204617 0.00318842 0.00207816 0.00200209 0.00229529 0.00230423 0.00251074 0.00211249 0.00252662 0.00219328 0.0020633 0.00222961 0.00398604 0.00369287 0.00353912 0.00350737 0.00353129 0.00257014 0.00254462 0.00254413
threshold=0.005105000000000001 0.11280000000000003 -0.37340499999999993 0.091500000000000012 -0.0060199999999999993 -0.52174999999999983 -0.54165499999999989 0.51390500000000017 0.08456000000000001 0.11253500000000001 0.16699000000000003 -0.11524 -1.0000000180025095e-35 0.087055000000000007 0.10949000000000002 -1.0000000180025095e-35 0.084470000000000003 0.080455000000000013 0.084755000000000011 0.24280000000000004 -0.23515499999999998 -0.097604999999999983 -0.053834999999999994 -0.10023999999999998 -1.0000000180025095e-35 0.077800000000000022 0.106285 0.014775000000000002 0.15480500000000005 0.089615000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 8 9 10 12 -12 -8 14 15 -14 17 18 20 -19 -17 25 24 -24 -23 26 28 -27 29 -22
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 19 -20 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0041253210928097819 -0.0032611409242717781 0.0038622097765048042 -0.00024182600758852819 -0.0028464497976544395 0.0022992035298739213 0.002577195797534757 -0.0041255809717743947 0.0041256653544905486 -0.0041255360092531078 -0.0041214751351201662 -0.00080964131978012593 0.0035382513072571516 0.0041257186225399497 -0.002949992234066545 -0.0041280796142445404 -0.0041290665394953692 -0.0034558886822533184 -0.0041254572104934863 -0.00412484524294784 -0.00018195547085541293 0.0011911486410929799 -0.0037032273590532493 0.00052090242547127969 -0.0040557707583165868 0.00041765522731671592 0.0039657830259654742 0.0028905089847679789 -0.00052754986243321023 -0.0030862331245124367 -0.0030494804941598058
leaf_weight=0.0024145424690402697 0.003219479263862012 0.0039226673583812035 0.010308989630296138 0.002493403634105106 0.015479681360361043 0.0057112739548870186 0.002362127642811628 0.0018537799280977643 0.0034418602066743622 0.0026088616812689472 0.0053688754522909221 0.0061625944233014707 0.0021820342476530632 0.0044624802076249628 0.0024234097290900527 0.0018816982777423155 0.0037933434358023979 0.0042680853359513549 0.0023858930430833416 0.0054794089046481531 0.010916315165534471 0.0037243481806124015 0.004901979399164702 0.0077267463454831209 0.073768868371871563 0.0091690956203365204 0.0062808514294374609 0.0028351209650736573 0.0053568822700640331 0.0030873776454996013
leaf_count=63 17 59 81 20 282 85 172 65 252 421 51 63 17 142 6 9 73 135 42 34 67 437 10 154 1012 55 15 26 15 30
internal_value=0 0.000865272 0.000492085 0.000919332 0.00128343 -0.000216794 -0.000164984 -0.000253746 -0.000300247 -0.000223318 -0.000162976 0.00151394 -0.000286139 -0.000227493 -0.000146597 -8.1296e-05 -0.000144355 -5.57559e-05 8.10359e-05 -0.00190868 0.000158435 0.00022158 -0.000130563 -0.00227928 0.000219604 0.00106459 0.0002032 0.00290456 -0.000668603 0.000256222
internal_weight=0 0.0354242 0.0315016 0.0282821 0.0257887 0.184568 0.182153 0.176442 0.174588 0.171146 0.168538 0.0115315 0.157006 0.154644 0.150181 0.147758 0.145576 0.141783 0.132035 0.00974749 0.129649 0.127768 0.0901219 0.0126287 0.0774932 0.0376456 0.0256414 0.0120042 0.0193606 0.0140037
internal_count=3910 459 400 383 363 3451 3388 3303 3238 2986 2565 114 2451 2279 2137 2131 2114 2041 1872 169 1830 1821 1613 164 1449 208 127 81 112 97
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=160 1 1374 0 3 15 457 133 3 124 43 13 52 52 39 52 52 52 16 151 49 44 47 47 15 14 48 106 12 4
split_gain=0.00200232 0.0019032 0.00355453 0.003069 0.003008 0.00333221 0.00348151 0.00246524 0.00298023 0.00359186 0.003985 0.00276748 0.00235956 0.00496667 0.00229407 0.00228185 0.00235969 0.00223887 0.00205975 0.00202489 0.00329995 0.00232627 0.00263231 0.00316849 0.00313746 0.0032224 0.00375042 0.00356539 0.00319588 0.00261451
threshold=-0.40446999999999994 0.094385000000000011 -0.094679999999999986 -0.23029999999999998 -0.115685 -1.0000000180025095e-35 0.083995000000000014 0.10681500000000001 0.086245000000000016 -1.0000000180025095e-35 -0.082689999999999986 0.16421000000000002 0.10062000000000001 0.095040000000000027 0.005105000000000001 -0.089799999999999977 -0.074484999999999982 -0.42985499999999993 -0.092014999999999986 -0.40391999999999995 0.092185000000000017 0.084245000000000014 0.09252500000000001 0.10783500000000001 0.035895000000000003 -0.46879999999999994 0.12862000000000004 0.092305000000000012 0.11878500000000002 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 12 6 -6 8 9 -7 11 -11 13 -5 -12 -8 -17 -3 -4 -19 21 22 24 -24 25 -21 27 28 -27 -26
right_child=1 17 3 4 5 7 15 -9 -10 10 14 -13 -14 -15 -16 16 -18 19 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0023696300219336183 -0.0037396319745109708 -0.003736010834758087 0.0033461114727268001 0.00099615739660219652 -0.0026805182325733948 0.0023228887389070154 -0.0037366726176562173 -0.003737629658788144 0.0016332998884930931 0.0013888334122829486 -0.0033444218750449369 -0.0037376021733445132 0.0033500434571087814 -0.0037409700673329861 0.0020647537204904346 0.0033233182650072015 -0.0017417201601755408 -0.0023734914124599478 -2.7268372847128877e-05 -0.0016327253800563009 0.0023402249920853268 -0.0032353438376223186 -0.0029595241103306728 0.00015517624344827237 -0.00218271868970941 0.0027450983713221259 -0.0019589166630358413 -0.0025494201668749602 -0.001214608937964202 0.0012966810845893577
leaf_weight=0.0050153906530550066 0.0040971344631799403 0.0018036923323165857 0.0053718592351970074 0.01838740652855364 0.019270331718074907 0.0047363518710881172 0.0014769145819144569 0.0025110138301407394 0.011907276400506817 0.0081314608945746158 0.01027689121886333 0.0017937762177666619 0.0039060609718148944 0.0037123156663483306 0.0012245545112818937 0.0035418114109688759 0.0020132406556569995 0.003389435336657697 0.0047679724193017137 0.0045765289350470075 0.012667683840533073 0.0025285294041168518 0.0060659660645256954 0.018333181417489186 0.0075343645595538078 0.02961591116726936 0.0035798384797089957 0.0021986275123708756 0.0031467384347934049 0.0050232429408652024
leaf_count=305 46 144 14 177 876 15 29 300 53 115 704 8 15 7 4 22 39 29 29 54 97 16 44 100 145 451 5 19 29 19
internal_value=0 1.91177e-05 -0.000327274 -0.000191575 -0.000404596 -0.000823778 -0.0018595 -0.000152486 8.39798e-05 -0.000621144 -0.00127192 0.000462339 0.000673487 0.000200414 -0.00276851 0.000390405 0.00148767 0.000388481 0.00175987 0.000463885 0.00056483 0.000292562 0.000403963 -0.000619181 0.000852347 0.00133093 0.00168284 0.00205574 0.00236478 -0.000790903
internal_weight=0 0.20759 0.107126 0.103029 0.0928894 0.0668836 0.0263023 0.0405813 0.0380703 0.026163 0.0214267 0.00992524 0.0260058 0.0220997 0.0115014 0.00703197 0.00555505 0.100464 0.0101398 0.09866 0.0952706 0.0826029 0.0800744 0.0243991 0.0556753 0.0431176 0.0385411 0.0349613 0.0327626 0.0125576
internal_count=3910 3605 2453 2407 2364 2165 966 1199 899 846 831 123 199 184 708 90 61 1152 43 1008 979 882 866 144 722 558 504 499 480 164
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=39 3 4 3 16 16 39 48 45 2 48 16 1374 50 1 48 2 52 1 1375 4 15 160 0 12 474 43 9 13 16
split_gain=0.00642428 0.0083217 0.00568684 0.00507197 0.00568671 0.00527131 0.00476386 0.00495028 0.00424525 0.004337 0.00538397 0.00632997 0.00655947 0.00495771 0.00706665 0.00634984 0.00498792 0.00477304 0.00441595 0.00648833 0.00428833 0.00432666 0.0046842 0.00458275 0.0106798 0.00537486 0.00532684 0.0046396 0.00421455 0.00566182
threshold=0.005105000000000001 0.31335500000000011 0.41171000000000008 -0.16059999999999997 -0.053084999999999993 -0.006474999999999999 0.083240000000000022 0.11339500000000001 -0.080134999999999984 0.089910000000000004 0.12649500000000002 0.3935300000000001 -0.26766999999999991 0.11413000000000002 0.10498500000000001 -0.079684999999999992 0.114165 0.024145000000000003 0.090905000000000014 -0.088184999999999986 0.43006500000000009 -0.12259499999999998 0.10150000000000002 -0.10575999999999998 0.095450000000000021 0.084655000000000022 -0.50992999999999988 -0.016839999999999997 -0.060719999999999989 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 -2 -8 -5 20 11 12 -11 14 18 -16 -17 -12 19 -14 21 -10 23 24 25 -23 -25 -28 29 -29
right_child=2 -3 -4 8 5 -7 7 -9 9 10 17 -13 13 -15 15 16 -18 -19 -20 -21 -22 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.0008711106618922755 0.0012332807587591486 0.00098989382949377092 0.0013463175615601682 0.0013466624380566222 -0.0013488666371915504 0.00011979392277775863 -0.00023710638346286284 0.0011502922173681697 -0.0013480757741034443 0.0013456223360218333 -0.0012630784893002402 -0.0012295931270627941 0.0012906932448117211 -0.0013470050201745366 -0.00086473117375358388 0.00019215605391924892 0.001346534954344355 -5.4501204508488356e-05 -0.00089339690832346611 -0.00027305892955336013 0.00134631723832365 -0.00070889920546739487 -0.00134703088245657 0.00068760952554186865 0.0013217097171217961 0.00050178021958999491 0.0013478769592459902 -0.00074822564791019645 -0.0012214474793243849 0.00071836450060771152
leaf_weight=0.011891416247237885 0.0050712968120478754 0.0082804514813688002 0.0060044114599691048 0.002433126415780861 0.0060912952648095589 0.016205382666441892 0.056914882396569055 0.0050742241205625751 0.013925012197901765 0.0052445011720010362 0.01769604110313594 0.010188725162478818 0.00512818821320593 0.0063766207064119831 0.0059444885664561289 0.01648853631604652 0.01151693420661104 0.0088953793476633791 0.019126437184240785 0.076682652904395354 0.0020077843182662028 0.029096186788251543 0.012422292559811865 0.0048281645974839185 0.0075453922427186617 0.0086083304686326301 0.0018206995737273237 0.03517867793101459 0.028919820383570993 0.0055163718311632684
leaf_count=66 14 123 152 10 9 123 254 39 128 10 55 156 16 103 17 34 71 24 48 717 11 88 120 13 17 12 2 819 648 11
internal_value=0 -0.000344539 9.14275e-05 -0.000374421 0.000119448 -0.000281434 -2.0932e-05 -0.000123539 -0.000424733 -0.00043767 -0.000298808 -0.00020378 -0.000132441 -0.000187315 -0.000132492 0.000398703 0.000666881 -0.000858784 -0.000311158 -0.000175038 -0.000607498 -0.000634028 -0.00055979 -0.000479311 -0.000139977 -0.000432489 -0.00068065 -0.000773127 -0.0008286 -0.000549424
internal_weight=0 0.378059 0.0730648 0.369778 0.0341881 0.0222967 0.0670604 0.0619891 0.33559 0.333157 0.183289 0.156697 0.146508 0.141264 0.134887 0.03395 0.0280055 0.0265914 0.100937 0.0818108 0.149869 0.147861 0.133936 0.121514 0.0452499 0.0377045 0.0762637 0.0714356 0.0696149 0.040695
internal_count=3910 3451 459 3328 198 132 307 293 3130 3120 1251 1172 1016 1006 903 122 105 79 781 733 1869 1858 1730 1610 117 100 1493 1480 1478 830
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=484 150 1 51 14 44 47 1 0 48 2 0 16 96 4 457 1375 52 11 49 14 1212 13 42 12 16 474 133 12 52
split_gain=0.0018734 0.00337081 0.002063 0.00345513 0.00273197 0.00264582 0.00299652 0.00314002 0.00356277 0.00307212 0.00311743 0.00350561 0.00472873 0.00362195 0.00341199 0.00290718 0.00332988 0.0028361 0.00284955 0.00274109 0.00248357 0.00221647 0.00231729 0.00249834 0.00247353 0.00218374 0.00209888 0.0031365 0.00201055 0.00217488
threshold=-0.0043499999999999988 0.094545000000000018 0.13662500000000002 -0.40274499999999996 0.077685000000000018 1.0000000180025095e-35 0.13206500000000002 0.076710000000000014 -0.084074999999999997 0.12862000000000004 1.0000000180025095e-35 -0.066689999999999985 -0.17157499999999998 -1.0000000180025095e-35 -0.23071499999999998 -0.0034949999999999994 -0.43271999999999994 0.28122000000000008 0.08776500000000001 -0.13451999999999997 -0.46879999999999994 1.0000000180025095e-35 -0.5337599999999999 -0.089024999999999979 0.098845000000000016 -0.27337499999999998 0.087070000000000022 0.084285000000000013 0.085185000000000025 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 26 10 11 12 25 -14 -12 -16 -17 18 19 -18 -21 22 -10 -24 -25 -9 27 -2 -29 -30
right_child=2 -3 3 -5 -6 -7 -8 9 21 -11 14 -13 13 -15 15 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0019990538809488124 -0.0031267134036322207 0.0019420387064630839 -0.0031267100478292796 0.001907649546842582 -0.0023607467065628386 -0.0021745020536463743 -0.0025361912954845788 -0.000719432669001228 -0.0031273928868587961 -0.0017248016580692794 -0.0016632265547489734 0.001305409597025618 0.0031293111939524883 -0.0028397870883295098 -0.00047681839216746235 -0.0005309327864107009 -0.00075427126514603527 -0.0013152766392958734 -0.0011169979178628389 -0.00063913566625780098 0.0027895718706833004 -0.0031265629977698744 -0.0020705736432499954 0.00098102906218811969 -0.0010670519577501893 0.0018236066902096652 0.0023127767343617644 -0.0031262887515443672 0.0011902057787611278 -0.0031270279940146749
leaf_weight=0.010329624633723 0.0087913106481778414 0.0026682697475735049 0.0015217877644317932 0.010682724028953317 0.0048560370642505282 0.0052298378080877219 0.0041664097891640486 0.0068965524703799019 0.0019247168966103336 0.0057637429572423562 0.0041707825847652194 0.01175049202657874 0.0011006080312654367 0.010184028185967978 0.0079879685035848524 0.0064300336498490642 0.0026241720806865479 0.0025346362735945141 0.0025181225091728257 0.0022100743325381691 0.031277034258323511 0.0020115645990177447 0.0037149849976714213 0.03198659714583485 0.0070278064443396451 0.006325663332063412 0.0013054710766198232 0.0021925765672499153 0.0055569623661639866 0.0014344737913862815
leaf_count=588 488 24 14 202 94 45 41 57 4 32 148 151 1 493 54 15 11 10 17 23 269 154 134 403 145 10 29 101 69 84
internal_value=0 -0.00119001 3.57904e-05 0.00127991 -4.76501e-05 1.57684e-05 8.24097e-05 0.000147459 -0.000383872 0.000491747 0.000624812 -9.82754e-05 -0.000771311 -0.00225761 0.00106357 0.00126819 0.00156106 0.00188784 0.00209801 0.0023222 0.00256328 8.31439e-05 0.000227734 0.000378863 0.000612101 0.000497187 -0.0015142 -0.00179214 -0.000514627 0.000304414
internal_weight=0 0.0129979 0.194177 0.0122045 0.181973 0.177117 0.171887 0.16772 0.0659465 0.101774 0.0960102 0.0362573 0.0245069 0.0112846 0.0597528 0.055582 0.0475941 0.041164 0.0386294 0.0361113 0.0334871 0.0466657 0.0446541 0.0427294 0.0390144 0.0132222 0.0192808 0.0179753 0.00918401 0.00699144
internal_count=3910 612 3298 216 3082 2988 2943 2902 1611 1291 1259 712 561 494 547 399 345 330 320 303 292 840 686 682 548 67 771 742 254 153
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=1456 52 133 1 52 0 0 132 42 474 14 13 13 12 1 133 52 124 159 0 12 52 453 15 15 15 147 43 43 43
split_gain=0.00638149 0.00564711 0.00502055 0.00528823 0.00637505 0.00614435 0.00650648 0.00561304 0.00627398 0.00553726 0.0068618 0.00549277 0.00547638 0.00604995 0.00524096 0.00781693 0.00534651 0.0052319 0.0046499 0.00598922 0.00566661 0.00661319 0.00463068 0.00463037 0.00704326 0.0048709 0.00445233 0.00431881 0.00425873 0.00603822
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.11368000000000002 0.11401500000000002 -0.076099999999999987 -0.10783 0.080815000000000012 -0.090359999999999982 0.084835000000000008 -0.13131999999999996 -0.074599999999999986 -0.17606499999999997 0.085325000000000012 0.076710000000000014 0.084285000000000013 1.0000000180025095e-35 -0.52484999999999993 0.092630000000000018 0.20277000000000003 0.098845000000000016 0.11262000000000001 0.090755000000000016 -0.16430499999999995 -0.095799999999999982 1.0000000180025095e-35 0.10058000000000002 -0.14005499999999999 -0.089949999999999988 -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=22 -2 -3 4 5 6 9 8 -7 10 -4 17 -8 28 15 -12 23 -5 19 20 -10 -22 26 -16 -25 -26 -1 -19 -14 -30
right_child=1 2 3 11 -6 7 12 -9 18 -11 14 -13 13 -15 16 -17 -18 27 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0013644721494289172 -0.0010303063489632766 -0.001169416259754379 -0.0014312761311510778 -0.0014294239638839893 -0.00067225709501059759 -0.0014296742473714201 0.0014298203140492619 0.0011166434719083354 0.00078889218354172893 0.0010753295520940041 -0.0014290873676294606 0.00014514559595858891 -0.0014286354706624493 -0.0012267654650804719 0.00096219875490816239 0.00041484767121019526 0.0012273525015756349 -0.00073250782805636466 -0.0006090278052460254 -0.00049881034154313571 -0.0010783436141412858 0.0014081245339653975 0.0014281096394941847 -0.00075606213728101148 0.00045007013918222608 -0.00085293755251188358 0.0014292665405160887 0.0013690820195281967 0.0011047578384135138 -0.00044426405695940864
leaf_weight=0.014049342293560585 0.010511045084136583 0.0069918857483024502 0.0067853623113478525 0.0017319414182566098 0.029082479458573118 0.0047311896719719462 0.0027216893886361495 0.014963455025963412 0.048773143214134507 0.0098995590226422792 0.010770092517304874 0.062652163236236902 0.0050415674486430353 0.021493667470444677 0.010422385676747581 0.0083086191793881881 0.0092496851718806283 0.0022255789826886021 0.010879364431332306 0.012669721661950462 0.0075713003722057692 0.0030658807486361184 0.0015896651937055131 0.020549991717871308 0.038473817984822745 0.006903001026785204 0.0012688846909441063 0.019247052591822467 0.0072762556117282875 0.017436773290782526
leaf_count=365 306 220 11 4 370 35 7 74 244 27 61 269 80 848 28 28 24 13 60 11 81 5 2 50 117 29 2 231 69 239
internal_value=0 3.12959e-06 3.02914e-05 5.16395e-05 -3.5979e-05 3.05873e-05 -0.000131896 0.000308109 0.000170141 5.15894e-05 -3.93339e-05 0.00036501 -0.000544502 -0.000649354 5.08939e-05 -0.000626069 0.000201779 0.000958641 0.000261379 0.000392753 0.000582886 -0.000361686 -0.000892255 7.75309e-05 -6.23264e-05 0.000251849 -0.00113305 0.00115126 -0.000232253 1.18144e-05
internal_weight=0 0.410429 0.399918 0.392926 0.307069 0.277987 0.175332 0.102654 0.0876906 0.121363 0.111463 0.0858567 0.05397 0.0512483 0.104678 0.0190787 0.0855989 0.0232046 0.0829594 0.07208 0.0594103 0.0106372 0.0169079 0.0763492 0.0659268 0.0453768 0.0153182 0.0214726 0.0297546 0.024713
internal_count=3910 3541 3235 3015 2498 2128 1618 510 436 375 348 517 1243 1236 337 89 248 248 401 341 330 86 369 224 196 146 367 244 388 308
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=1456 151 1212 1426 4 11 480 128 1 1374 0 0 52 52 3 43 43 4 16 151 49 475 10 39 48 3 38 13 16 15
split_gain=0.00195518 0.00229832 0.00181485 0.00183366 0.00249815 0.00201709 0.00201654 0.0019695 0.00243464 0.00354432 0.00326029 0.00275461 0.00271652 0.00358043 0.00271832 0.00237675 0.00335313 0.00255326 0.00406853 0.00201419 0.00235691 0.00234176 0.00200273 0.00192782 0.00192154 0.00187315 0.001846 0.00227095 0.00231153 0.00300766
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.08598500000000002 0.11637500000000002 0.094385000000000011 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 0.084890000000000007 0.048490000000000012 0.088060000000000013 -0.078454999999999983 0.0050750000000000005 -0.39075499999999991 -0.30307999999999996 -0.079329999999999984 -0.04682999999999999 -0.098879999999999982 -0.011144999999999999 0.005105000000000001 -0.086624999999999994 -0.084129999999999996 0.10386000000000002 -0.094129999999999978 -0.27337499999999998 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 9 -5 -11 12 13 14 19 -13 -17 -18 -19 20 -12 -21 -10 -23 -24 -15 27 -26 29 -29
right_child=2 -3 3 4 -6 -7 -8 -9 22 10 11 15 -14 25 -16 16 17 18 -20 21 -22 23 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00069308661075374249 -0.0042914909859701105 -0.0042921495228647275 -0.0042954778240872921 -0.0042952429754148612 0.0030419614449408868 -0.0019874133263265226 -0.0031265042776900381 -0.0042949480493291213 0.0041199460167588966 0.0026950177608499131 0.0014626399162594209 0.0015076229448730807 -0.0040737708053443285 -0.0022776163905374094 0.0012140223606073833 -0.0029623622083540069 0.0028341253876190894 0.0038178585710804624 -0.0022679089474433398 0.0032447183440119415 -0.003810750977235748 -0.0040213877608333143 -0.0023603862570290533 0.00094801567154447722 0.0028262032980037213 0.0031081301581670183 -0.0023313812515337066 0.0017539119776569731 0.0011546082162889007 -0.002277570542524106
leaf_weight=0.00286359660162816 0.0017759506568717489 0.0042011505256853701 0.0017585752970568072 0.0037788520938875072 0.0051931407149652378 0.0087448949050070723 0.0034467000583262566 0.0017859186488902159 0.0032143646962197172 0.0073076910512668283 0.0049217826552592214 0.020686492916354382 0.0049743324137150316 0.0014979631265745752 0.0058648509352678948 0.007051958161099498 0.0059031283731201247 0.0027302435369733749 0.0078065929120345609 0.0010378894501741351 0.002285319049683209 0.012240290463303431 0.003685259088683778 0.0016287656040958618 0.010298300154090612 0.0057675008519630913 0.0032643213971823562 0.0053313430430534945 0.04134666135548315 0.0094434056558156954
leaf_count=41 282 328 76 46 212 108 217 54 84 24 52 126 511 48 23 166 16 12 78 15 154 541 35 27 103 46 19 40 355 71
internal_value=0 -0.00227145 2.65698e-05 6.63045e-05 0.000106414 2.44733e-05 0.000123705 0.000188141 0.000234672 -0.000222463 -5.4637e-05 -0.000292721 -0.00110523 -0.000686259 -0.00138323 0.000446965 -0.000487027 0.000574773 -0.000691 -0.00207204 -0.000209514 -0.00297252 0.000804623 -0.00343779 0.000659376 0.00199772 0.000819077 0.000973912 0.000634016 -0.000822844
internal_weight=0 0.00706475 0.194772 0.192997 0.191238 0.186045 0.1773 0.173853 0.172067 0.0954837 0.0917048 0.0843971 0.0402187 0.0352444 0.0279789 0.0441784 0.0234919 0.01644 0.0105368 0.022114 0.0072071 0.0149069 0.0765837 0.0138691 0.0733693 0.00726546 0.069684 0.0664197 0.0561214 0.0147747
internal_count=3910 369 3541 3259 3183 2971 2863 2646 2592 1885 1839 1815 1417 906 812 398 272 106 90 789 206 583 707 568 623 94 588 569 466 111
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=52 1 484 1374 0 0 43 16 52 52 16 1429 38 12 151 50 49 132 48 51 12 1 4 2 160 48 4 4 133 39
split_gain=0.00621183 0.00643846 0.00797997 0.0071934 0.0137739 0.00797903 0.00709519 0.00712321 0.00619665 0.00700777 0.00686035 0.00639658 0.00605379 0.00681612 0.00656423 0.00682831 0.00689349 0.0047538 0.00451166 0.00594119 0.00502586 0.00576671 0.0049165 0.00521543 0.00458491 0.00443826 0.00616384 0.0061541 0.0043066 0.00461564
threshold=-0.42985499999999993 0.094385000000000011 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 -0.078454999999999983 -0.30307999999999996 0.084890000000000007 0.071660000000000015 -0.5152199999999999 0.084920000000000009 0.13584500000000002 -0.041094999999999993 -0.40391999999999995 0.14262000000000002 0.092185000000000017 0.080815000000000012 0.10885500000000002 0.11893500000000001 0.11655500000000001 0.12958500000000003 -0.17479499999999998 0.11635500000000001 -0.078874999999999987 0.08593000000000002 0.26790000000000008 -0.013199999999999998 -1.0000000180025095e-35 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 17 -8 9 10 -6 -12 13 25 -15 16 18 -7 20 -20 22 -22 -16 24 -24 26 27 -3 -26 -30
right_child=1 12 3 4 5 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00091305807205132575 -0.0011370196500868775 0.00080833970436782984 -0.0012454135643109642 0.0010080940350150999 0.0009299122656832049 0.00020499483572100139 0.0010226885391157498 -0.00038854060704731198 -0.0011840509832065269 0.00059631991000388485 -0.00064378381943840676 0.00065994990939338791 -0.0012086487557221345 -0.0010963658832837675 -0.00097083146426679863 -0.0010486997545063456 0.00085966685117109544 0.0010795264829872935 -0.0010207021331268518 0.00014805561841109538 -0.0011461018478553403 0.00030198442963547801 -0.0002971947841664299 0.0011660406641007678 -0.00045741257812715734 0.0011123635677603204 0.0012438646751378739 -0.00081739923520147127 0.00067169636446432726 -0.00040890639856025577
leaf_weight=0.012056589757584391 0.012030171029110193 0.0059565268015830961 0.0081412007481844739 0.017347345219604904 0.0054192020702430446 0.035608620687753501 0.0062873184970158027 0.045917115591194602 0.013347309610921343 0.012280986430823759 0.062756212244863718 0.0064132685059234964 0.0049918286094907663 0.0071404066670766033 0.0045069904206229685 0.0073772708742581008 0.019902542557019842 0.013162935462105452 0.012214712949571549 0.014962031878894777 0.0086714608707723073 0.0083428105691609744 0.018289307206259764 0.010917801529217286 0.0077420813431672278 0.0174275085988711 0.0069154875973822518 0.0091002555373052019 0.047746236733217984 0.0070086671403259962
leaf_count=353 442 42 46 34 20 79 12 271 713 81 738 33 9 24 17 24 57 37 29 27 29 34 70 110 43 119 177 28 201 11
internal_value=0 -8.85358e-06 -0.000150145 -9.77711e-05 -5.50184e-05 -0.000146683 0.00010001 -0.000218577 -0.000395244 -0.000274045 -0.00041735 -0.000522904 0.000145005 0.000176548 7.12524e-05 0.000120973 0.000174802 0.000441022 7.77196e-05 -0.000377248 0.000186923 -0.000436044 0.00029709 0.000359405 0.000250392 0.00064376 0.000272083 -0.00017425 0.00041064 0.000533378
internal_weight=0 0.457926 0.238712 0.226682 0.21854 0.201193 0.100976 0.0522044 0.100217 0.0868697 0.0745887 0.0691695 0.219214 0.214222 0.174822 0.167682 0.160305 0.0487716 0.140402 0.0271767 0.113225 0.0170143 0.0962111 0.0917041 0.0807863 0.0393998 0.0219723 0.0150568 0.062497 0.0547549
internal_count=3910 3557 2506 2064 2018 1984 399 283 1585 872 791 771 1051 1042 676 652 628 116 571 56 515 63 452 435 325 366 247 70 255 212
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=123 121 376 4 43 160 484 148 4 1 42 12 13 48 0 1429 132 0 2 2 12 148 2 160 1375 133 1374 41 160 12
split_gain=0.00185235 0.00200213 0.0022934 0.00240175 0.00409451 0.00270433 0.00240156 0.00334942 0.00270766 0.00272616 0.00337562 0.00307793 0.00368079 0.00285367 0.00327226 0.00283425 0.00267175 0.0025538 0.00268727 0.00502056 0.00214428 0.00211971 0.00221442 0.00295784 0.00288176 0.00281391 0.00313052 0.0032286 0.00329339 0.00231763
threshold=-0.041524999999999992 1.0000000180025095e-35 0.088415000000000007 -0.49837999999999999 -0.52334499999999984 -0.40446999999999994 -0.0043499999999999988 -1.0000000180025095e-35 -0.39075499999999991 1.0000000180025095e-35 -1.0000000180025095e-35 0.10058500000000002 0.11596500000000001 0.12862000000000004 -0.15137999999999999 0.084710000000000021 0.079995000000000011 0.12500000000000003 0.092745000000000008 0.10393500000000001 0.085325000000000012 -0.081784999999999983 0.090695000000000012 0.098455000000000015 -0.43144499999999991 -1.0000000180025095e-35 -0.049459999999999997 0.078150000000000011 -0.092894999999999991 0.11742500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 -8 10 -10 12 17 15 -15 16 21 18 20 -20 -12 -11 25 24 -24 -23 -27 28 -28 -30
right_child=1 -3 -4 5 -6 6 8 -9 9 13 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0021673230748715687 0.0018821542339585 -0.0027045700892289848 0.001638747976489139 -0.0024902242301187301 -0.002605685600967798 0.0026611348735296543 0.0015673427296775809 -0.0018966444097190175 -0.002888116719529162 -0.002083975384206412 -0.00036068630007474661 -0.0028889397167012692 0.0018459880603756145 -0.0028900649283363096 0.0008698085555315586 0.002647815821879387 0.0021220023987876522 -0.0028919826031043932 0.0017606124515137666 -0.0028884745470288921 -0.0028884568354615218 -0.0021747956175637256 -0.0028420496010614451 0.0028269300363611676 0.00071676668076677951 -0.0027680570559643577 -0.0027534511473311374 -0.0021429340838359221 0.0011073601877028246 -0.0008103554511303899
leaf_weight=0.0031331760027057945 0.0022308465631795116 0.0023777932839266205 0.0065677934717314193 0.0036268531928538286 0.0070631326041592501 0.0015620128031343947 0.010093323669536858 0.0096617792618092224 0.0047177298623459754 0.0033459839286251727 0.010268911526978286 0.0035038777956337688 0.0068840249883805873 0.0048160574124267441 0.0032216722956945887 0.0044901983615091004 0.0062658695465955807 0.0033039652334991834 0.0094955815066093407 0.002433565042466058 0.0038470738566047666 0.0050245205720287336 0.0020408778564160448 0.0052245572905178497 0.027012159136802438 0.0029646672037415547 0.0023530037764416525 0.0040804127702642736 0.030028963167353595 0.006370418984801062
leaf_count=41 6 25 75 292 165 22 70 557 623 36 196 97 19 29 33 51 146 3 113 59 255 174 4 18 293 25 40 42 377 24
internal_value=0 -7.08925e-05 -3.83609e-05 -9.76024e-05 -0.00152846 -2.23163e-05 2.94187e-05 -0.00126234 0.000119033 2.2666e-05 -0.000578617 -0.000304424 -5.44915e-05 0.00027192 -0.00138304 0.000406012 0.000299729 -0.000500262 -0.000196859 0.000812191 -0.00104959 0.000170632 0.000259279 0.000826505 0.000466772 -0.000123294 0.00010178 0.000300416 0.000557687 0.000771732
internal_weight=0 0.194878 0.1925 0.185932 0.00929398 0.176638 0.173011 0.0112238 0.161787 0.151694 0.0444547 0.039737 0.0362331 0.107239 0.00803773 0.0992016 0.0947114 0.0293491 0.0260451 0.0119291 0.014116 0.0884456 0.0850996 0.0342776 0.029053 0.050822 0.0457975 0.0428328 0.0387524 0.0363994
internal_count=3910 3869 3844 3769 171 3598 3306 579 2727 2657 1365 742 645 1292 62 1230 1179 626 623 172 451 1033 997 315 297 682 508 483 441 401
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=52 133 1456 1453 1373 453 1 52 133 2 0 48 13 0 132 151 47 1375 42 159 51 0 16 0 50 1429 0 13 49 1
split_gain=0.00174751 0.00210977 0.00182436 0.00203627 0.00180522 0.00180948 0.00217228 0.0024526 0.00249841 0.00239773 0.00405619 0.00330358 0.00221408 0.00347615 0.00241841 0.00219079 0.00254568 0.00204255 0.00213214 0.00228745 0.00226344 0.0021279 0.00368535 0.00291423 0.0026781 0.00221244 0.00297642 0.0019955 0.00259131 0.00247098
threshold=-0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 -0.09343499999999999 0.099250000000000019 0.089535000000000017 0.11368000000000002 0.11401500000000002 0.10681500000000001 0.091985000000000011 -0.230625 0.091395000000000018 -0.090744999999999978 -0.13506999999999997 0.081110000000000015 -0.101755 0.085165000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09141500000000001 -0.092564999999999995 -0.066689999999999985 -0.08286499999999998 -0.087899999999999992 0.082725000000000007 0.084920000000000009 -0.089879999999999974 -1.0000000180025095e-35 0.14121000000000003 0.11986000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 17 13 -11 -14 -9 -17 -12 20 21 -19 22 24 25 -20 26 -24 -8 29 -29
right_child=1 2 4 -5 -6 -7 27 15 -10 12 11 -13 14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0024390938231619134 -0.0032047913427482849 0.0020826346828555463 0.0036034156999432206 -0.0030298662460459041 -0.0031821489753494033 -0.0025521853890012134 0.0021538141103298694 0.0031700493001203273 -0.0031323984265098507 -0.00048540558425989313 -0.0035015252816126569 -0.0030106862750337278 3.7046087991179124e-06 0.003120293899968814 0.0026196997077824937 -0.0029389396901926572 0.0014556623561075301 0.002480905511194456 0.0022894877325898315 -0.0027060753571994368 -0.0035768639815846131 0.0022388171011866152 -0.0021401353704825765 -0.0034985533849509988 -0.0034623150342777023 0.0037349843925624546 0.0028449665442332682 0.0025255073486557316 0.0028918526771800489 -0.0009116576300466022
leaf_weight=0.0041626675357946388 0.0028087107764971355 0.0013924136992216063 0.003474526367398304 0.0049599812245562083 0.0022690532393454524 0.0033386344050541075 0.013746823499772631 0.001236630394714667 0.0031200463774965206 0.0055958238242510552 0.0024817496952458376 0.0067178171525092969 0.039520036172262962 0.011198573743513407 0.0056348995965294071 0.0092213838741050935 0.0022979384852312998 0.0010950211625413431 0.010240818105799566 0.0032605914756800294 0.0040236772844774995 0.0081374328133563441 0.0062653723227636968 0.0049559406073953578 0.0012697662902212423 0.001811327844603027 0.0022795546269662658 0.0036125730935054881 0.0045435955366883709 0.015199817846308861
leaf_count=353 227 28 16 287 28 45 320 11 378 41 74 87 330 51 65 322 34 12 173 58 382 69 89 172 49 17 25 27 26 114
internal_value=0 8.32632e-06 5.76682e-05 -0.00190923 0.000128439 0.000171541 0.000224738 3.01128e-06 0.000167149 0.00025442 -0.000305687 -0.000564204 0.00076086 0.00191889 0.000330156 -0.00155503 -0.00206228 -0.000205528 -1.67888e-05 0.000286438 -0.00228095 0.000565537 5.7901e-05 -0.00114267 0.00165499 -1.52765e-05 -0.000810245 0.00102456 0.000359906 -0.000251613
internal_weight=0 0.185711 0.182902 0.00635239 0.176549 0.17428 0.170942 0.133839 0.121083 0.117963 0.0560136 0.0525391 0.0619493 0.0167944 0.0451549 0.012756 0.0115193 0.0458213 0.0433395 0.0382208 0.0051187 0.0349602 0.0268228 0.0153122 0.0115106 0.0103563 0.00854493 0.0371028 0.023356 0.0188124
internal_count=3910 3557 3330 315 3015 2987 2942 2455 2088 1710 1223 1207 487 92 395 367 356 1120 1046 652 394 594 525 303 222 131 114 487 167 141
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=51 131 376 1 47 44 2 42 4 15 484 12 12 150 0 157 133 159 4 133 14 403 50 159 15 151 50 15 151 16
split_gain=0.00165968 0.00253756 0.00221884 0.00246821 0.00315104 0.00262783 0.00333065 0.00253613 0.00248062 0.00318303 0.00271901 0.00277374 0.00268629 0.00263915 0.00263806 0.00253783 0.00212591 0.00227436 0.00230384 0.00317557 0.00223395 0.00225027 0.00229667 0.00210312 0.00204106 0.00202824 0.00209561 0.00199615 0.00192143 0.00176032
threshold=-0.40274499999999996 0.10350000000000001 0.048375000000000008 0.14000500000000002 0.11896000000000002 1.0000000180025095e-35 0.114165 -0.10770999999999999 0.0057500000000000008 0.091600000000000015 -0.0043499999999999988 0.098355000000000012 0.098180000000000003 0.10264500000000001 -0.15291499999999997 -0.080619999999999983 0.098810000000000023 0.10519500000000001 -1.0000000180025095e-35 0.086895000000000014 0.078275000000000025 -0.088854999999999976 0.084340000000000012 -0.42168499999999992 0.14395500000000003 -0.40391999999999995 0.13060500000000003 0.094945000000000015 -0.044604999999999992 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 10 -9 13 14 16 28 -16 17 18 20 -20 21 -12 -23 -24 -5 -8 -27 -17 -10 -4
right_child=2 -3 29 24 -6 -7 25 8 12 -11 11 -13 -14 -15 15 27 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0038111631161628929 -0.0032364437033328636 0.0012963723775718547 0.0033858540361982516 0.0036343266725680796 -0.0026684434538606261 -0.0033893399813456743 -0.0038115207437253978 -0.0038115333336175851 -0.00069258674269566628 -0.0038112695415452352 -0.003811204951146078 -0.0029195941981216933 0.0023787625948346052 -0.0036642164058523332 0.0037233715155781987 -0.0015196525068618674 -0.0036473516256603868 -0.0038120285185464071 -0.0035445021307245442 0.0036646969193155333 -0.0038112736746270148 0.0012961270047723663 0.0027244597604631771 -0.0038116628489525753 -0.0013271367745153885 0.0019393270728987229 -0.0030638074047445313 0.0024280008331327937 0.0021465436459756084 0.00055623662014158521
leaf_weight=0.0039586216406526367 0.0039830048324747116 0.0021956952443247246 0.0046099180911625135 0.0044073154324735233 0.007156727448119681 0.0034037427812165779 0.0010452342812641282 0.0032178035802319363 0.0050293499184590465 0.0042036123230886338 0.0014313472394320561 0.0050947007953476833 0.0091869775178956559 0.0027070920909011411 0.0016948872475381896 0.01865899151465733 0.0020235480049768375 0.0018585434473497022 0.0039999488962330207 0.001139966650661961 0.0015153433679131459 0.040863655217474801 0.0010043616277997103 0.0024789585558515617 0.001656284736895941 0.019531499040752465 0.0012962099915547745 0.0020656565516219407 0.01109838717849243 0.010379131956170795
leaf_count=130 175 15 96 116 91 42 6 308 26 454 123 140 105 96 8 292 154 36 91 11 27 679 18 138 21 324 23 17 44 104
internal_value=0 -0.00198893 2.39894e-05 -0.000105975 -0.000198866 -7.98747e-05 -2.2571e-06 -0.000245426 -0.000145544 -0.000594418 -0.000393596 -0.000222063 0.000527179 1.07815e-05 8.58904e-05 -0.000759564 0.000187438 0.000330367 0.000477197 -0.0019456 0.000740508 0.00089118 0.00104295 -0.00192707 0.00227909 0.00136802 0.00162796 -0.00112618 0.00126118 0.00142649
internal_weight=0 0.00615432 0.176742 0.161753 0.15569 0.148533 0.145129 0.123256 0.119273 0.0715389 0.0673353 0.0641175 0.0477342 0.0590228 0.0385473 0.0224195 0.0563157 0.0542921 0.0524336 0.00513992 0.0472937 0.0457783 0.044347 0.00348332 0.0060636 0.0218729 0.0208277 0.0207246 0.0161277 0.0149891
internal_count=3910 145 3765 3565 3428 3337 3295 2942 2767 2275 1821 1513 492 1373 387 317 1277 1123 1087 102 985 958 835 156 137 353 347 309 70 200
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=156 15 481 30 130 42 147 124 3 13 124 1365 155 2 376 158 1373 42 39 3 47 132 482 457 49 3 41 1429 34 16
split_gain=0.00156286 0.00162731 0.00154874 0.0016746 0.00158151 0.00152464 0.00150383 0.00151851 0.00217298 0.00192741 0.00170734 0.00223053 0.00191782 0.00181702 0.00288643 0.00179244 0.00170595 0.00183885 0.00232682 0.00294746 0.0018094 0.00244555 0.00178195 0.00181264 0.00284864 0.00251884 0.00209578 0.00217524 0.00223175 0.0025463
threshold=-1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 0.085915000000000019 -0.23515499999999998 0.18621500000000002 -1.0000000180025095e-35 -0.43954999999999994 0.31335500000000011 -0.5337599999999999 -0.073304999999999995 1.0000000180025095e-35 0.098655000000000007 0.094825000000000007 0.084595000000000017 0.11015500000000002 0.099250000000000019 -1.0000000180025095e-35 0.16168500000000002 -0.10628499999999998 0.11566000000000001 0.080815000000000012 0.089950000000000016 -0.15747999999999998 -0.088329999999999978 -0.13309499999999996 0.078385000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 12 15 14 -11 16 17 18 19 20 21 -12 23 -19 25 -25 27 -26 -29 -30
right_child=1 2 -4 -5 5 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.0027215418619027706 0.0023459447460953669 -0.0026923182824230714 -0.0027218715419895997 0.0027214578418697033 -0.0026197634834729143 0.0027225260529506233 -0.002610748029626291 -0.0027223669000871562 0.0019688085522819405 0.0019321203183883526 -0.0019972050216641541 -0.0027219092597665262 -0.0027216979784621034 0.0018350172370860782 -0.0018808143596658958 -0.0025787645304114486 -0.0024964981125860123 0.0022215473653806475 0.0022193330555325716 -0.0021866284666937062 0.0027222829629667657 0.002061964333384945 -0.0019838230304115379 0.0014968388838205238 -0.0017138963477460547 -0.0015842517076348605 -0.00098607503766529395 -0.0019763634764306485 0.00025077865161951378 0.0012247456593465413
leaf_weight=0.0015839856311865566 0.0021511513000262985 0.0016453841833836682 0.0015748300324940337 0.0016450827718657015 0.0016515261100806802 0.0014971028367654063 0.0016458552322546885 0.0019510987185640252 0.0041141470335475097 0.0026458101870900919 0.0031552927717175541 0.0023411938766386689 0.0019529152752184578 0.0073631050707234635 0.0033088579353943715 0.0019769540417744471 0.0019493359833830928 0.0033137030033074657 0.0017177002882817751 0.008426710449360721 0.001642195421084125 0.0016866196651790233 0.0027364827062053001 0.0024095989813872629 0.0033006922134504171 0.010645392139309706 0.0081430668200752621 0.0025417558172193813 0.053703791672136333 0.031557747967232444
leaf_count=197 133 26 92 55 31 16 21 6 103 46 84 59 154 97 27 139 27 21 3 775 4 26 113 13 88 94 117 30 948 365
internal_value=0 -6.24653e-06 -3.5623e-05 -1.08359e-05 -3.74289e-05 -1.13305e-05 -3.60039e-05 -1.00212e-05 1.63062e-05 -3.4384e-05 -8.76754e-07 -8.75505e-05 -4.37655e-05 0.000931094 -0.000186631 -6.11608e-06 3.1027e-05 6.75285e-05 -0.000779831 -0.00112533 0.000253929 -0.000583244 0.000186583 0.000237954 0.000179424 -0.00101557 0.000336613 0.000454837 0.000536364 0.000611272
internal_weight=0 0.174395 0.172244 0.170669 0.169024 0.167379 0.165882 0.16423 0.162584 0.15847 0.156519 0.143201 0.14086 0.0133178 0.00595467 0.138907 0.13693 0.134981 0.0166285 0.0149108 0.00648411 0.00484191 0.118352 0.115616 0.112302 0.013055 0.0992471 0.091104 0.0878033 0.0852615
internal_count=3910 3713 3580 3488 3433 3407 3391 3360 3339 3236 3230 3060 3001 170 73 2847 2708 2681 892 889 114 110 1789 1676 1655 107 1548 1431 1343 1313
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=8 14 124 38 39 42 124 12 1 1365 43 4 1 160 133 1373 2 160 42 41 49 3 13 13 51 48 1 16 2 14
split_gain=0.00150546 0.00167035 0.0016918 0.00423479 0.0020064 0.00212056 0.00198742 0.00202527 0.00193292 0.0019208 0.00209433 0.00375095 0.00185417 0.0018487 0.00185396 0.0017994 0.00191617 0.00274454 0.00246258 0.0022095 0.00219083 0.00248693 0.00238221 0.00278717 0.00208185 0.00236018 0.00298669 0.00276504 0.00431677 0.00238051
threshold=0.091215000000000004 0.088250000000000009 -0.061329999999999989 0.098160000000000011 0.15608500000000003 -0.26552999999999999 0.10385500000000002 0.11655500000000001 0.13084000000000004 1.0000000180025095e-35 -0.18906999999999999 -0.49837999999999999 0.099595000000000017 -0.40446999999999994 0.11253500000000001 0.099250000000000019 0.089910000000000004 0.088095000000000021 0.092395000000000019 0.080335000000000018 -0.10837499999999999 -0.11266 -0.5337599999999999 -0.091849999999999987 0.12190000000000002 0.13567500000000002 0.094890000000000016 -0.0041999999999999997 0.092865000000000017 -0.46879999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -4 7 9 -9 10 -7 -12 -1 -13 15 16 17 19 20 -15 21 -18 -22 -24 25 26 27 28 -25 -28
right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11 11 13 -14 14 -16 -17 18 -19 -20 -21 22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.00098590414909404235 0.0038300989504901801 -0.0037940633243385854 -0.0041258091910584419 -0.0040151291396374363 0.0035407624334940079 0.0017658275559482004 0.0034093340954473536 -0.0041267836544034518 0.0001427354255070531 -0.0035637951316577344 -0.0041165408596525767 -0.0041248806701277476 0.0041250170424266316 6.681482773335087e-05 -0.0037110912081338072 -0.0041255537712286908 0.0020116840187643474 -0.0040180235981528475 -0.0023678781099720006 -0.003301832227715365 -0.0030863198728076678 -0.0028405290293512376 0.002868735492733161 0.0027723286936524281 -0.001344898942561246 -0.0041259343701496448 -0.0014540350320293787 0.0026558929136399042 -0.0026436390953637357 0.0034340866033140322
leaf_weight=0.0095494754923493019 0.0016889176334871072 0.0020387758427524707 0.0023483398771304556 0.0022778373467389193 0.0024300530578216231 0.0099456368263801664 0.0025849310844137099 0.0043082097031543745 0.0031031376503278807 0.0027073960629806484 0.0040276209701417534 0.0018815194653312153 0.0048149209472114771 0.037521405096057059 0.0022502370405792496 0.0017134446288267205 0.0026938583066566935 0.0035342589465106036 0.0045309088751492857 0.003633000137924113 0.0022473105697713427 0.005396873997625562 0.013482279905709049 0.0036591142276556328 0.0069913395494261002 0.0013884713586662647 0.0019658219853226919 0.0053319111093710373 0.0079272371115521878 0.012295660666580943
leaf_count=73 46 58 21 35 34 146 38 124 14 68 141 254 191 1211 358 26 10 129 173 41 14 50 133 74 42 10 12 137 103 144
internal_value=0 -8.34245e-05 -3.79996e-05 0.00120961 -0.000176513 -0.000237767 -0.000174851 -0.000239851 -0.00233913 -0.00012471 -5.43947e-05 -0.00020221 0.00203813 -6.9106e-05 -3.63921e-06 6.93416e-05 0.000133176 -0.000530097 0.000569642 -0.00023056 0.00077964 -0.00122496 0.00107298 0.00124921 0.000697255 0.00113564 0.00136994 0.000197922 -0.000933209 0.0027603
internal_weight=0 0.168581 0.166542 0.0166422 0.1499 0.14747 0.145122 0.142537 0.00741135 0.135125 0.132418 0.122472 0.0143644 0.118445 0.116563 0.114313 0.112599 0.0446887 0.0679108 0.0411544 0.0633799 0.00809073 0.0552891 0.0530418 0.0395596 0.0325682 0.0311797 0.0169183 0.0115864 0.0142615
internal_count=3910 3864 3806 299 3507 3473 3452 3414 138 3276 3208 3062 264 2921 2667 2309 2283 1381 902 1252 729 60 669 655 522 480 470 314 177 156
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=52 1213 475 133 1 13 38 52 0 52 47 0 132 52 0 12 159 13 151 151 4 131 40 42 13 14 48 42 52 52
split_gain=0.00594049 0.00520919 0.00638715 0.00518904 0.00503553 0.00587745 0.00668339 0.00575859 0.00593248 0.00641691 0.00604197 0.0069983 0.00587203 0.00532636 0.00900382 0.00620634 0.0087867 0.00522189 0.0047874 0.00420007 0.00432479 0.00418249 0.00412142 0.00579901 0.00674147 0.00469166 0.00599335 0.00447881 0.00410673 0.00481137
threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.086004999999999984 -0.26719999999999994 0.11368000000000002 -0.073799999999999991 0.13905500000000001 0.11401500000000002 -0.076099999999999987 -0.092854999999999979 0.09252500000000001 -0.082604999999999998 0.080815000000000012 0.10701500000000001 0.20277000000000003 0.098845000000000016 0.10392000000000001 -0.084184999999999996 -0.27336999999999995 -0.088994999999999977 -0.49837999999999999 0.07635500000000002 0.053870000000000008 -0.14127499999999996 0.23436000000000004 -0.074139999999999984 0.12933000000000003 0.104425 0.084890000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 18 8 9 -5 11 28 13 14 15 16 19 -9 -6 -10 -21 -12 23 -7 25 -25 27 -27 29 -11
right_child=1 3 -4 4 5 22 -8 17 12 10 21 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00078680029607928982 0.0010006045613968045 -0.00084318051760348775 -0.00086322105346801447 -0.00067991140666636861 -0.00065210594186911888 -0.00091641355553937691 -0.0010011161133275754 -0.00090954663145700746 -0.00043746630018585839 -3.8861167667648245e-05 -0.0007777376718598924 -0.00083939547861584145 0.00081933743737341099 0.00098426827637837044 -0.00088967291386180718 -0.00060636534097060937 -0.0009638097177101483 -0.0001051136305699074 0.00090586306386804304 -0.00024935821719937668 0.00062484988679141268 0.00032382159254440765 0.00081404626422193612 0.00051477969907720111 0.0010017688976160081 0.00021996480684935166 -0.00095706956123169833 -0.00089908614327271412 -0.00068249967557159263 0.00037067496845922594
leaf_weight=0.01027856865601251 0.0021465561003424236 0.0070862474648798459 0.012827449583440398 0.017439939342764887 0.0021613704448100171 0.006484047673893655 0.0023323327477555713 0.013638819215799458 0.0053004206502009757 0.064475839756241271 0.016191065654226122 0.0084694337577460033 0.013433351622524015 0.0063701023170779072 0.0092959781468380243 0.0090905812256778518 0.0051437735236845574 0.019767095599760864 0.02258026693687043 0.0065865576632404546 0.040212932066481244 0.0043796683923034143 0.0065047926234456091 0.010720603767254033 0.006962866467119965 0.019298637351141679 0.0087230997214646777 0.0043907369793032549 0.0063509024469823308 0.051691459263942363
leaf_count=353 4 206 580 181 6 15 4 116 10 366 83 225 65 12 10 84 55 328 255 35 193 23 16 49 36 90 37 18 128 327
internal_value=0 -1.70593e-05 -0.000596038 4.88456e-06 2.03733e-05 0.000227444 0.000617207 -4.23092e-05 7.11582e-06 -0.000105447 -3.93429e-05 3.97857e-05 0.000206447 0.000106043 3.20727e-05 0.000161245 0.000283145 -0.000433544 0.000769763 0.000406256 0.000501814 -0.000543207 6.01702e-05 -2.65002e-05 8.86836e-05 -5.87135e-05 -0.0002484 1.25529e-05 0.000100562 0.000143372
internal_weight=0 0.410057 0.014974 0.395083 0.387997 0.0901588 0.027074 0.297838 0.264432 0.168998 0.151558 0.130988 0.0954337 0.0820003 0.0756302 0.0663343 0.0572437 0.0334059 0.0247416 0.0520999 0.0467995 0.0205707 0.0630848 0.05658 0.0500959 0.0431331 0.0324125 0.0236894 0.122518 0.116167
internal_count=3910 3557 584 2973 2767 526 265 2241 1797 1333 1152 1046 464 399 387 377 293 444 261 238 228 106 261 245 230 194 145 108 821 693
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=1 3 52 1446 151 49 146 0 3 2 376 43 15 42 4 52 47 2 15 4 15 13 12 44 47 52 42 0 3 41
split_gain=0.00551803 0.00501069 0.00464464 0.00479598 0.00498438 0.00496455 0.00457096 0.0047469 0.00443093 0.00791401 0.00467564 0.00514258 0.0054165 0.00522992 0.00451094 0.00436047 0.00401647 0.00445927 0.00465399 0.00400467 0.00388464 0.0038392 0.00413584 0.00381023 0.00358558 0.00490742 0.00444749 0.00409677 0.00647877 0.00536444
threshold=0.094385000000000011 -0.115685 -0.42985499999999993 0.091520000000000018 -0.40391999999999995 0.092185000000000017 0.11615000000000002 1.0000000180025095e-35 0.086245000000000016 0.086245000000000002 0.048695000000000009 -0.077544999999999989 0.035895000000000003 0.08401500000000002 -0.0025899999999999994 -0.089799999999999977 0.085165000000000018 0.12068000000000001 0.079360000000000014 -0.17479499999999998 -0.095799999999999982 0.095355000000000009 0.080120000000000011 0.096025000000000013 0.13206500000000002 0.41626500000000005 -0.11403999999999999 -0.15007499999999999 0.11818000000000002 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -2 4 -4 6 7 19 10 -10 11 12 14 -14 -3 -11 17 18 21 -6 -17 22 -1 -7 25 26 -21 28 -28 -29
right_child=2 8 3 -5 5 23 -8 -9 9 15 -12 -13 13 -15 -16 20 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0012378776046225084 -0.0012436465659820661 -0.0011302542604202132 -0.00087482375642952877 -0.0011790637241150888 -0.001244001282592956 0.0011415049210156897 -0.0011882084109053057 0.00083634506065690306 0.0011069207869749782 -0.0012027012949928624 0.0003029929564026471 -0.00096479150227500837 -0.0012437133973768428 0.00069916983277861064 -0.00013772071491415612 -0.00078631575106013541 0.0010543694966305868 0.0012451160597966996 -0.0012438223047338084 -0.00084992855264203273 0.00015418800159373646 -0.00052847132486193193 7.8137602498412856e-06 1.4911552103245214e-05 -0.00054246925716733936 -0.001243752076546091 0.00046446541786787469 0.00060296306049288553 -0.00059142157005535694 -0.00091691342525725833
leaf_weight=0.0060747745692424351 0.0037569229394875938 0.013668887467559898 0.0065794873232789533 0.0040750038715344763 0.0033349116420140481 0.014703360526141296 0.0038719563144695704 0.015223427215403262 0.0081489033126445065 0.0061041314812655392 0.010356483143368678 0.03201477656307361 0.002643721686098389 0.011291504884326287 0.014687349209768996 0.0089076798549285741 0.0067457908132269031 0.0041069968665397019 0.0049379431545730759 0.0053370926852949188 0.028564321318924613 0.011161730260084823 0.013889197340461124 0.0067828407509296076 0.010878766063001422 0.0034889380278855233 0.01971249284235909 0.058295327400031745 0.016509955220499251 0.0038262020025285884
leaf_count=18 144 439 31 35 11 70 7 132 31 39 37 1394 154 87 227 18 25 5 88 15 60 34 59 24 35 72 78 472 52 17
internal_value=0 -0.000183969 0.000124116 0.000153884 0.000186111 0.000229209 0.00014407 0.000181832 -0.000304546 -1.78101e-05 -0.000479728 -0.00058882 -0.000304209 0.000330576 -0.000616163 -0.000228139 0.000166552 1.74621e-05 -0.000122345 9.97458e-05 -6.93844e-05 5.55714e-05 0.000382106 0.000785858 0.000137707 0.000206751 0.000255562 0.000315556 -1.6801e-05 0.000509351
internal_weight=0 0.183304 0.176377 0.17262 0.168545 0.161965 0.140479 0.136607 0.136388 0.051725 0.0846627 0.0743062 0.0422915 0.0139352 0.0283562 0.0435761 0.0469164 0.0401706 0.0360636 0.121384 0.037472 0.0311257 0.019964 0.0214862 0.118049 0.10717 0.103681 0.098344 0.0362224 0.0621215
internal_count=3910 2715 1195 1051 1016 985 891 884 2486 148 2338 2301 907 241 666 117 229 204 199 752 78 111 77 94 741 706 634 619 130 489
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=1 0 2 13 0 457 457 1446 52 1426 4 13 133 133 16 1 44 47 2 4 48 48 16 0 16 51 3 1 96 124
split_gain=0.00158118 0.00230019 0.00248521 0.00236319 0.00236626 0.00199088 0.00253938 0.00185108 0.00179327 0.00168005 0.00256568 0.00166612 0.0016602 0.00193453 0.00171019 0.00186672 0.0022711 0.00229117 0.00222296 0.00270272 0.00308102 0.00227855 0.00227143 0.00250415 0.00246044 0.00211851 0.00200084 0.0023038 0.0025633 0.00235521
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.10241499999999999 -0.13506999999999997 0.084715000000000013 0.085230000000000014 0.091520000000000018 0.084240000000000023 -1.0000000180025095e-35 0.50657000000000008 -0.5337599999999999 -0.26719999999999994 -0.15498499999999996 0.070590000000000014 0.14000500000000002 0.081835000000000019 0.11939500000000002 0.097940000000000013 -0.16401499999999997 0.12862000000000004 -0.078084999999999974 -0.42360999999999993 1.0000000180025095e-35 -0.11180499999999999 0.13339000000000004 0.090325000000000003 0.086560000000000012 -1.0000000180025095e-35 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -5 -7 9 -1 -2 12 -3 -11 -14 15 16 17 18 21 -20 25 -15 -23 24 -24 -21 27 -26 -29 -30
right_child=7 11 3 5 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 20 -22 22 23 -25 26 -27 -28 28 29 -31
leaf_value=0.0012192940319220875 -0.0038138261324506197 -0.0038118488808641855 -0.0036496149871494835 -0.003810907188806301 0.0012510116057830331 0.0032433164961692246 -0.0038107758523409311 -0.0036253056237350368 -0.0038122402712747749 -0.0038111909056753107 0.0033769333062161977 0.00030105250883328335 0.0036432998764935787 0.0029779897681932585 -0.00098278459363899278 0.003379735726438664 -0.0024147478532681385 -0.0023818685212897554 -0.0037497257707664977 0.0028016200133476319 -0.0012160660245012242 -0.0023127770088741083 0.0015952706065913249 0.0038109981478482713 0.0035181444249205388 -0.0017877291906129675 0.0011497666861513857 0.0038145145136466649 0.0027702080391453607 -0.0027760006350066114
leaf_weight=0.006782106966392476 0.0014154045001788509 0.001493210584158077 0.0020521312778214451 0.010114066650178444 0.0047229200676426322 0.0014920354717560267 0.0014718987513475668 0.0017656897917674988 0.0012123004734920784 0.001443365025764364 0.0039509474032257677 0.033813946888988866 0.002457596452856591 0.0036985861333960193 0.014548704813648783 0.0030128222699659082 0.004163685425737639 0.0038505685056406938 0.0013314916177478145 0.018447808364314255 0.0040222906172857611 0.0059841723737576935 0.0091606910876293919 0.0026211843797057091 0.0012553499565797375 0.0015859498989811973 0.0058961713257303918 0.0010750048095360407 0.0012180058887025788 0.012735077704014941
leaf_count=133 52 4 43 1374 48 8 83 62 99 59 207 408 26 34 264 51 36 41 7 235 13 34 48 43 20 8 27 1 25 417
internal_value=0 -0.000518712 -0.00133754 -0.00205987 -0.000233365 -0.00300609 -0.000259767 0.000243409 0.000456294 0.00030917 0.000366126 0.00012711 0.00024537 0.000305691 0.000218991 0.000437384 0.000322325 0.000478691 0.000638252 0.00153478 0.00182728 0.000116746 -0.000148178 0.000233235 -6.59958e-05 0.00243831 -0.000752137 -0.00144081 -0.00185505 -0.00229186
internal_weight=0 0.0631546 0.0278475 0.0198531 0.00677505 0.013078 0.00296393 0.105641 0.00799441 0.103875 0.102459 0.0353072 0.0985085 0.0970652 0.0946076 0.0800589 0.077046 0.0728824 0.0690318 0.0253875 0.024056 0.0436442 0.0399457 0.0339615 0.0313403 0.0200338 0.0221796 0.0162834 0.0150281 0.0139531
internal_count=3910 2200 1788 1556 91 1465 91 1710 232 1648 1596 412 1389 1330 1304 1040 989 953 912 263 256 649 615 581 538 243 490 463 443 442
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=4 11 151 474 142 50 48 403 159 3 4 1 38 3 481 124 155 403 1373 483 457 0 1 160 43 42 151 3 39 133
split_gain=0.00531445 0.00750844 0.00552543 0.0060792 0.00600081 0.00654603 0.00630082 0.00529777 0.00478737 0.00571094 0.00501584 0.00479664 0.00468127 0.00661519 0.00508835 0.00770041 0.00510466 0.00479248 0.0050272 0.00544879 0.00516103 0.00636466 0.00675498 0.0051638 0.00532063 0.00747506 0.00664585 0.00601834 0.00489725 0.00456553
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.073359999999999995 0.11901000000000002 0.11379500000000002 -0.092224999999999988 0.10856 -0.12008499999999998 -0.14963999999999997 0.083065000000000014 0.10386000000000002 0.31335500000000011 -0.0079799999999999992 -0.086804999999999979 0.083500000000000005 0.088015000000000024 0.089210000000000025 1.0000000180025095e-35 0.53894500000000012 -0.13027499999999997 1.0000000180025095e-35 -0.080734999999999987 -0.019509999999999996 -0.10770999999999999 -0.084874999999999992 -0.078669999999999976 0.16168500000000002 0.093570000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 6 -6 -1 9 10 -9 -12 13 14 -11 -16 17 18 19 20 21 22 -17 28 25 -25 -27 -28 -23 -26
right_child=2 -3 3 4 5 -7 -8 8 -10 12 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 23 -24 24 29 26 27 -29 -30 -31
leaf_value=-0.0013461090781405141 -0.0012414199472019832 -0.0011162642873945592 -0.0013498885374539742 -0.0012023201244212856 0.0011212801989202456 -0.00079063030919945419 -3.3396779159086178e-05 0.00082060317515793703 -0.00091452417989824105 -0.0012722844847421714 -0.0006046039160593615 0.0010149724964855149 -0.0010944736457713059 0.0013463749071197645 0.0010311965622812316 -0.00080548268831187977 -0.001346311369938019 -0.0012780511997683602 -0.0012416627493006761 -0.0011541276940651875 -0.0013467443186186664 -0.0012800023285304155 0.00058457046433383849 -0.0010204431480518421 -0.00052109080249986158 -0.00098315845848038607 0.00013040898443046975 0.0010306462302695437 0.0013479276441041902 0.00051903820331984651
leaf_weight=0.0056391529171051493 0.003755229103489909 0.012518654935945506 0.0032270849796987014 0.0033132953376480137 0.03385155547141494 0.0050198474418721153 0.011459120698987135 0.026364495242830799 0.010692366915144191 0.0062762188531451093 0.01138967200637353 0.0046714549125681506 0.0078901771026380629 0.00607021816733777 0.01147108759744242 0.007138091880619867 0.0057945269417629666 0.005756569148587686 0.0060598770413946559 0.0071272448758179499 0.0047215807790053068 0.01016618895658894 0.056155032611400202 0.0075601310649915368 0.042364040140324022 0.0056946098566612582 0.029182144007098284 0.02495890062893125 0.0014704398345202216 0.0093282064890729544
leaf_count=444 20 175 4 4 344 15 39 61 182 284 54 22 32 55 79 18 152 261 41 204 13 252 129 41 502 52 242 133 1 55
internal_value=0 -9.40734e-05 0.000339851 0.000444264 0.000552196 0.000667697 0.000829261 -5.33129e-05 -2.96665e-05 2.12413e-06 0.000459391 -0.000133542 -7.38984e-05 -4.1336e-05 -7.62566e-05 -4.43069e-05 -9.95124e-05 -6.63237e-05 -3.34095e-05 2.15654e-06 4.36235e-05 7.74592e-05 0.000427803 -9.21669e-05 -8.54656e-06 0.000240609 0.000399941 0.000545416 -0.000947929 -0.000333393
internal_weight=0 0.326461 0.0606261 0.0568709 0.0536438 0.0503305 0.0453107 0.313942 0.308303 0.297611 0.0424256 0.0160611 0.255185 0.247295 0.241225 0.234949 0.223478 0.217683 0.211926 0.205867 0.198739 0.194018 0.0632931 0.130725 0.119088 0.0673958 0.0598357 0.054141 0.0116366 0.0516922
internal_count=3910 3484 426 406 402 398 383 3309 2865 2683 137 76 2546 2514 2459 2175 2096 1944 1683 1642 1438 1425 147 1278 1025 468 427 375 253 557
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=1212 52 133 123 13 158 1 42 133 0 1446 159 133 1373 457 4 43 42 453 42 130 131 133 48 16 150 1429 160 49 3
split_gain=0.0015022 0.00153335 0.00167468 0.00158878 0.00301107 0.00195208 0.00183707 0.00442213 0.0029677 0.00235681 0.00231802 0.00219796 0.002443 0.00197669 0.00192569 0.00181283 0.00181532 0.00177863 0.00176497 0.00173868 0.00274358 0.00191031 0.00186672 0.00195412 0.00265949 0.00334846 0.00281462 0.00243098 0.00317795 0.00283498
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.088610000000000008 0.41346500000000003 0.11015500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.036599999999999987 -0.084074999999999997 0.091520000000000018 0.091215000000000018 0.086895000000000014 0.09586500000000002 0.085130000000000025 -0.51381999999999983 -0.078454999999999983 0.078965000000000021 0.10963500000000002 0.094640000000000016 -0.24153999999999998 0.092255000000000018 0.085355000000000014 0.085875000000000021 -0.079554999999999987 -1.0000000180025095e-35 0.084545000000000009 0.088485000000000008 0.10513500000000002 0.24227500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 11 13 12 -9 18 -14 -11 -17 -18 19 21 -21 22 23 24 -10 -26 -27 28 29 -25
right_child=1 2 3 4 -6 -7 8 9 10 15 -12 -13 14 -15 -16 16 17 -19 -20 20 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.0037359519523204629 -0.0023797540982865195 -0.0031151088245357861 -0.0037365318064758735 0.0030182245458203697 -0.0037368275661341221 -0.0036892912642685024 0.0025813453541078139 -0.003736495705471559 0.001726539220170836 -0.0019593809992883835 -0.0037362538019554987 0.0020544113780954073 -0.0020832268884213661 -0.0037366413304094951 0.0032669176293029377 0.001884212003746266 0.00036031838346370381 -0.0037364364889280431 -0.00354629103761795 -0.0031906770077063129 0.0027993856043851788 -0.0027660047466427267 0.0032146927122513685 -0.0031068305410496808 0.0034708731743279685 -0.0012031622069870113 0.0029034236721001846 0.0009127508909012673 0.00099514599011470768 0.0017037960142654151
leaf_weight=0.0015199554300577836 0.0037082183743786237 0.0022991564161438651 0.0053462161622981333 0.0055068558087043576 0.001105808092688676 0.0019566060409426092 0.007706931615182099 0.0060766414416892831 0.019953881632840613 0.0039323567211724244 0.0020737216659654214 0.0019803831580169637 0.002358420764813296 0.0016963774487805941 0.0015597766277721803 0.011454753547546659 0.013924589029102215 0.0016546724776613795 0.0016064107834381494 0.0012391097496902148 0.0076861344172911572 0.0028657329107879539 0.0030288575088306393 0.010954386427158624 0.0031395956830237983 0.017950055892377755 0.0026764668787677684 0.010468463399945449 0.005675733836710605 0.0020257229300568733
leaf_count=282 348 207 520 162 5 156 144 260 205 14 62 43 196 23 18 110 34 202 14 8 200 88 119 85 19 240 38 38 36 34
internal_value=0 -4.93088e-06 5.0142e-05 9.63171e-05 0.00188861 1.78242e-05 6.64929e-05 -0.000532592 0.000353631 -0.000133702 0.000169101 -0.00154104 -0.00225344 0.000258129 4.65868e-05 0.000410539 0.000755267 -7.47977e-05 0.00033404 0.000405146 0.00196777 0.000228018 0.000341102 0.000221619 0.000721006 -0.000123233 -0.000670298 -0.000528037 -0.00133652 -0.00235607
internal_weight=0 0.163612 0.159904 0.157605 0.00661266 0.150992 0.149035 0.0482878 0.100748 0.0429416 0.0930407 0.0119752 0.00999484 0.0909669 0.0039182 0.0309664 0.027034 0.0155793 0.0892706 0.0876641 0.00892524 0.0787389 0.0758732 0.0728443 0.04372 0.0237661 0.0206265 0.0291243 0.0186558 0.0129801
internal_count=3910 3628 3280 3073 167 2906 2750 1397 1353 877 1209 517 474 1147 214 360 346 236 1124 1110 208 902 814 695 502 297 278 193 155 119
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 474 453 14 376 42 160 150 133 4 4 2 15 3 159 401 457 148 1373 456 43 15 3 42 3 474
split_gain=0.00566441 0.00616 0.00564392 0.00468422 0.00433656 0.00393846 0.00357597 0.00345111 0.00389316 0.00503161 0.00414184 0.00395504 0.00377003 0.00374692 0.00489224 0.00447218 0.00362723 0.00484036 0.00416738 0.00411898 0.00411877 0.00386137 0.00400171 0.00406728 0.00371618 0.00690376 0.00408667 0.00382601 0.00428258 0.00409141
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 -0.092224999999999988 -1.0000000180025095e-35 0.090755000000000016 0.08840000000000002 0.048375000000000008 -0.090359999999999982 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 -0.49837999999999999 -0.39075499999999991 0.11085000000000002 -0.22917999999999997 0.30601500000000009 0.099650000000000016 0.019435000000000004 0.53894500000000012 0.081145000000000009 0.099250000000000019 0.087055000000000007 0.093240000000000017 0.094945000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.0066850000000000008 0.087350000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -4 -1 8 10 -10 11 -6 -13 15 -15 -12 -16 18 19 20 21 22 23 24 26 -26 -18 28 -28 -29
right_child=2 -3 5 4 7 -7 -8 -9 9 -11 13 12 -14 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0010949407383946204 -0.0011396978081840456 -0.001028840169607601 -0.0012706460740154804 -0.0012684565945965075 0.0012442005666417743 0.00050620904044516466 0.0012675636337190677 -0.0011645781805947519 -0.00050319364614009844 0.00084051830706295596 -0.0012690705680984673 0.00043275703560233855 -0.0012687516340969406 0.00077272013934728205 -0.0010251799157272692 0.00057023386611194005 0.0010609518092172931 0.0012686401730904397 -0.00093360542464074607 -0.0010792617055330803 -0.0012689804414255507 -0.0012690090948419075 -0.0012689961863343398 -0.0011342426221505988 -0.00093470196246223753 0.00096276564441167471 -0.00075813727616051588 0.00032320609292468366 0.0010551671457729866 -0.0010576937491779351
leaf_weight=0.01030114824160222 0.0039110250397698101 0.011111128788201086 0.0020869365653197738 0.0044619523269844299 0.0015126267369396382 0.05216867071624165 0.0011452025008793507 0.0040749799749164586 0.0060007369320373974 0.017721035578915689 0.0073633626094533611 0.0026285746180008127 0.010314197670830083 0.013814284721775039 0.0054919417342915713 0.0029899849978392012 0.0094632724749317276 0.0048679247591394406 0.007575612989953128 0.0052290461381119249 0.0036402514724613857 0.0032651816072757347 0.0032429275428285101 0.003834953108651006 0.011000856236886847 0.0042863877306125184 0.011474755828395189 0.10350021749955118 0.0025631549942772844 0.0035705063001216777
leaf_count=357 20 175 4 432 5 448 2 29 14 118 73 53 280 33 49 7 32 59 113 221 13 21 20 108 154 27 352 609 5 77
internal_value=0 -0.000103654 0.00033179 -6.4911e-05 -2.91294e-05 0.000437862 -0.000858573 -6.95929e-06 1.22673e-05 0.000500609 -4.00015e-05 -0.000696391 -0.000923189 5.79746e-06 4.49175e-05 -0.00073789 -1.00207e-05 2.13862e-05 -1.37811e-05 2.84323e-05 6.46691e-05 9.57495e-05 0.000124887 0.000155084 0.000188983 -0.000402671 0.000258253 0.000195531 -0.00042705 0.000277157
internal_weight=0 0.276446 0.0581666 0.265335 0.253889 0.0542556 0.0114464 0.249427 0.245352 0.0237218 0.22163 0.0144554 0.0129428 0.207175 0.196821 0.0103533 0.183007 0.177515 0.172647 0.165072 0.159842 0.156202 0.152937 0.149694 0.145859 0.0152872 0.130572 0.121109 0.0140379 0.107071
internal_count=3910 3438 472 3263 2904 452 359 2472 2443 132 2311 338 333 1973 1893 80 1860 1811 1752 1639 1418 1405 1384 1364 1256 181 1075 1043 357 686
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=45 14 30 1455 401 156 1365 4 11 151 474 51 15 48 43 15 3 1211 156 13 159 457 128 146 1374 130 403 3 13 160
split_gain=0.00144145 0.00278189 0.00145967 0.00140511 0.00139056 0.00141465 0.00142022 0.00151247 0.00230239 0.00195233 0.00205793 0.00184007 0.00206935 0.00199477 0.00191927 0.00181821 0.00221953 0.00166394 0.00170443 0.00169585 0.00157475 0.00161164 0.00162736 0.00163349 0.00160138 0.00163626 0.00167483 0.00152364 0.00277977 0.00198252
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.073559999999999987 0.10022000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.27336999999999995 -1.0000000180025095e-35 0.11024000000000002 -0.22917999999999997 0.11379500000000002 0.00093000000000000016 -0.23033499999999998 0.30601500000000009 1.0000000180025095e-35 0.10691500000000002 -0.5337599999999999 0.10856 0.53894500000000012 0.11637500000000002 0.085010000000000016 0.09309000000000002 -0.23515499999999998 -0.088854999999999976 -0.115685 0.10741000000000002 -0.217635
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -9 -11 12 -12 14 -14 -7 17 18 19 -17 21 22 23 24 25 -21 -27 28 -28 -29
right_child=1 -3 -4 4 -6 6 -8 9 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0032531017895893566 -0.0032528042190896281 -0.0025679804968917258 0.00325234750513992 -0.0032524591996509126 -0.0031484780979570233 -0.0025770389014456059 -0.0020093625192016307 -0.0028832432508620423 -0.0024661418736219823 -0.0032552871538064168 0.0032528498503948647 -0.00095128948372976265 0.002688963883138073 -0.0013876344440213201 -0.0012087697432509991 -0.0032532318784829982 0.0032525051641758684 -0.0032524827254223542 -0.0032526281719109872 -0.0032006136714544538 -0.0019692545625483119 -0.0032528725312570938 -0.0032544600610713262 -0.0032531020564700391 -0.0029059823872135291 -0.0023303307942316685 0.0027723784355881327 -0.0018563957649119077 0.0001221780151374588 0.00049577360687330489
leaf_weight=0.0013986604235469704 0.0014088720186569139 0.0045544765289555747 0.0014554304773781715 0.0013671404162423064 0.001460076998602843 0.0027044959550632788 0.003392296060965804 0.0013557377275219542 0.003944508572416793 0.0010673963970475589 0.0064180286526251918 0.0030338523392856578 0.0057835647000672487 0.0028969673403480556 0.0017375604258518251 0.0015272784366970873 0.0023445919025704134 0.0015854508235988432 0.0015790058387210584 0.0012785409886788548 0.0034367032075373052 0.0013578736970885066 0.0013352126443635362 0.0013074853818579859 0.0015219243883102243 0.0021601788065064289 0.0084372056580832439 0.0039869577350408738 0.0083075436720605467 0.076656344625928532
leaf_count=15 145 122 97 169 187 58 72 15 101 3 202 19 101 18 18 5 65 207 103 24 127 12 50 11 35 373 42 203 46 1265
internal_value=0 -6.28733e-05 1.08082e-05 -1.99484e-05 1.00198e-05 4.06571e-05 7.08412e-05 0.000119253 -2.15108e-05 0.000898877 0.00114378 0.00138009 0.0018002 0.000905305 0.00178849 5.91645e-05 0.000120194 5.60418e-05 0.000102507 0.0001501 0.000197445 0.000267463 0.000312992 0.000358945 0.000405088 0.000455067 0.000502018 0.000564843 0.00145754 0.000379484
internal_weight=0 0.159403 0.154848 0.153393 0.151984 0.150524 0.149157 0.145764 0.123471 0.0222931 0.0209374 0.01987 0.0168361 0.0104181 0.00752113 0.119527 0.116822 0.114478 0.112892 0.111313 0.109786 0.106349 0.104991 0.103656 0.102349 0.100827 0.0995482 0.0973881 0.0167447 0.0806433
internal_count=3910 3895 3773 3676 3531 3344 3175 3103 2727 376 361 358 339 137 119 2626 2568 2503 2296 2193 2188 2061 2049 1999 1988 1953 1929 1556 88 1468
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=1 0 42 52 49 49 3 12 160 39 106 47 3 3 48 52 0 15 15 1 47 43 16 51 12 13 47 376 4 43
split_gain=0.00131596 0.00189428 0.00225061 0.00217508 0.0022509 0.00207042 0.00187093 0.0017224 0.0015506 0.00149057 0.00177607 0.00217006 0.00160871 0.00171654 0.00185435 0.00270824 0.00270277 0.00280077 0.00223262 0.00150208 0.00144436 0.00151452 0.00140049 0.0014434 0.00139037 0.00137775 0.00163031 0.00161419 0.00225612 0.00327087
threshold=0.085835000000000009 -0.070894999999999986 0.085330000000000003 0.084240000000000023 -0.084114999999999981 0.090775000000000008 0.11476000000000001 0.085775000000000004 -0.082969999999999988 0.005105000000000001 0.091500000000000012 0.084695000000000006 -0.16059999999999997 0.16699000000000003 0.12675000000000003 0.024145000000000003 -0.10575999999999998 -0.053579999999999996 -0.076594999999999983 0.095575000000000007 0.10976000000000001 -0.078079999999999997 -0.053084999999999993 -0.063299999999999981 -0.051479999999999991 -0.5337599999999999 0.097435000000000008 0.091535000000000019 -0.49837999999999999 -0.52334499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 12 11 -11 22 14 16 -16 18 19 -14 -18 -13 -22 -2 -24 -15 -3 27 28 29 -27
right_child=9 25 -4 -5 5 -7 -8 -9 -10 10 -12 20 13 24 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0044653978944727531 0.0040133362550964172 -0.0044659264100481242 -0.0044649407764111772 -0.0044655919349150868 -0.0044650804671284789 -0.0044648411028905353 0.0044667865974074477 -0.004464914137424017 0.0013317095688683265 0.0032638630346299153 -0.0026126915061103475 -0.0028056011303602109 -0.00011761985876545645 -0.0020198326312273725 -0.0044675103533560172 0.00079710811083325939 -0.0044660614548933403 -0.0031556934605441265 0.002212844202657327 0.00065626903899345995 -0.0012714852398743579 0.0036810142514976689 0.0028931086225226052 -0.0044655730027633369 0.0036283397138716306 0.0022764078266386168 0.0039124878338279573 0.0037388583772537697 0.00045225459032211077 -0.004466455392621204
leaf_weight=0.0022735624446674754 0.0035408989026848303 0.001258661475731059 0.0042387375531038876 0.002926087284378375 0.00102185943381805 0.0016358203606756652 0.0023612095392309138 0.0014385820449387418 0.0092045380395191518 0.0096041844156360412 0.0019694885136516396 0.0023951810755988836 0.02550937314344992 0.0011218198141378366 0.0048772071501588243 0.0032423601314803818 0.0012804072996956935 0.0095488387790432262 0.01207072941551246 0.010483806840220211 0.002267778874539772 0.002691426244922468 0.001130196569022246 0.001002605450011628 0.0038496828424143805 0.0020315154506533872 0.0023068461154593925 0.0021609251307381774 0.021376638123999928 0.0048744280873265168
leaf_count=41 49 4 692 458 89 138 6 163 201 283 25 22 128 56 49 13 71 526 98 151 13 29 62 41 94 7 18 5 314 64
internal_value=0 -0.000568858 -0.00149916 -0.000896563 -0.000314296 0.000288295 0.000842635 0.000109039 0.000752473 0.000276901 0.0014003 0.00186635 3.08849e-06 -0.00017731 -0.000365089 -0.00236521 -8.93339e-05 -0.00135933 0.000630925 9.87588e-05 4.13098e-05 0.0014163 0.00229187 -0.000566122 0.00235383 0.000117752 0.000293912 1.97158e-05 -0.000264445 -0.00248291
internal_weight=0 0.0591094 0.0251004 0.0208617 0.0179356 0.015662 0.0140262 0.011665 0.0102264 0.096586 0.0189281 0.0169586 0.0776579 0.0719842 0.0670127 0.00811957 0.0588932 0.0213131 0.0375801 0.0117642 0.00735439 0.00495921 0.0056737 0.0021328 0.0049715 0.034009 0.0327504 0.0304435 0.0282826 0.00690594
internal_count=3910 2200 1788 1096 638 597 459 453 290 1710 372 347 1338 1186 1036 62 974 748 226 222 64 42 152 103 150 412 408 390 385 71
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=14 1 0 157 156 480 0 1374 16 51 2 150 1374 2 38 43 43 9 13 47 1212 42 12 158 2 4 151 3 51 133
split_gain=0.00132144 0.00141586 0.0024152 0.00160327 0.00186999 0.00174138 0.00182869 0.00160471 0.00185331 0.00292587 0.00248894 0.00216367 0.0021822 0.00204319 0.0024163 0.00170944 0.00241634 0.00231214 0.00179847 0.00156135 0.00147057 0.00152266 0.00163935 0.00172935 0.00161014 0.00270996 0.00165307 0.00148851 0.00136911 0.00134328
threshold=0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 -0.074309999999999987 0.11386000000000002 -0.065749999999999989 -0.017269999999999997 0.090240000000000015 -0.066724999999999993 0.077145000000000005 0.087995000000000004 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.10657000000000001 -0.075819999999999985 -0.074254999999999988 -0.016839999999999997 0.0066400000000000009 0.077735000000000012 1.0000000180025095e-35 -0.089024999999999979 0.098845000000000016 0.086290000000000019 0.10113500000000002 -0.065054999999999988 -0.083919999999999981 0.13772500000000001 -0.06809999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 -5 7 8 11 10 15 -7 -13 29 -15 -10 -17 -18 -19 -3 21 -4 23 24 26 -26 -23 -24 -12 -14
right_child=-2 3 20 4 -6 6 -8 -9 9 -11 28 12 13 14 -16 16 17 18 -20 -21 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015909728447026843 -0.0015907934076727841 0.0017769140236115809 -0.0021442908905484289 -0.0031265278094829343 -0.0029585997737321605 -0.0016722914013759288 0.00161919140798357 -0.0025017450407862343 -0.0023151901899147696 -0.0030600738894956481 -0.00061614330826545232 -0.00092267892018472173 -0.0019766529212132287 0.0019081201830607325 -0.0018430055287125 0.0027087272708917337 0.0031286247098961197 -0.0025267231211547319 0.0020575876501682635 -0.0020731173148153311 -0.0031263587154538751 -0.0012688156993556547 -0.0031267653515980104 -0.0024476539335967998 0.0011202459170656081 -0.0022609625144436938 0.0018997696181722163 0.00013107944417400518 0.002453044711574225 0.00054385454465453824
leaf_weight=0.012552741432283021 0.0051212576491046482 0.0097769215491183559 0.0026611718374907048 0.0015370307069950675 0.0019094258609513295 0.0040107740530288529 0.0083381992078699341 0.0022886242240929269 0.0048741926747553057 0.0037961758770279621 0.0020568435630252679 0.0066094196953940801 0.0025441251354543235 0.020797654621958372 0.0018251533287525481 0.0023526701564833274 0.0011371876498742503 0.0048742620837245463 0.0010093159960433695 0.0011503251825786273 0.0014121141609120249 0.0018372929186725182 0.0023299366287821135 0.0016573383358391416 0.0063147719641847289 0.0036576447686549329 0.012935850565783724 0.0033273029108045193 0.0045877479304579074 0.010993246085511998
leaf_count=990 126 185 161 32 74 47 198 36 124 47 39 27 145 261 17 6 3 179 19 56 160 39 171 37 19 76 320 10 71 235
internal_value=0 2.4808e-05 -0.000409758 0.000244125 0.000100098 0.000169931 0.000231649 7.47887e-05 0.000157296 -0.000535604 -7.69005e-05 0.000522975 0.000728839 0.00103071 0.00160549 -0.000813698 -3.29206e-05 -0.000951651 -0.00174029 0.00137162 5.95926e-07 0.000127769 0.000316363 0.000643553 0.000850587 -0.000119901 0.0015057 -0.00121067 0.00150297 7.01668e-05
internal_weight=0 0.145155 0.0486862 0.0964693 0.085542 0.0836326 0.0820956 0.0737574 0.0714688 0.0246884 0.0208922 0.0467804 0.0427696 0.0361602 0.0226228 0.0142476 0.00937344 0.00702077 0.00588358 0.0109272 0.0361334 0.0347213 0.0320601 0.0264029 0.0247456 0.00997242 0.0147731 0.00565724 0.00664459 0.0135374
internal_count=3910 3784 1983 1801 1560 1486 1454 1256 1220 488 441 732 685 658 278 331 207 201 198 241 993 833 672 491 454 95 359 181 110 380
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=31
num_cat=0
split_feature=45 14 30 158 403 156 132 129 41 38 124 3 2 43 4 52 131 52 49 13 42 13 157 454 16 160 48 0 457 52
split_gain=0.00130653 0.00235272 0.00125885 0.00123246 0.00123677 0.00123915 0.0012685 0.0019701 0.00164192 0.00160726 0.00214458 0.00212599 0.00203207 0.00192419 0.00256518 0.00165379 0.00165813 0.00173852 0.00167543 0.00218011 0.002028 0.00195013 0.0020749 0.00201527 0.00247498 0.00191297 0.00173258 0.00176478 0.00168745 0.00194762
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 0.11015500000000002 0.13415000000000002 -1.0000000180025095e-35 0.079995000000000011 0.08956500000000002 0.078385000000000024 1.0000000180025095e-35 -0.086804999999999979 0.30601500000000009 -0.13811499999999996 -0.52334499999999984 -0.51381999999999983 -0.42985499999999993 0.097135000000000013 -0.092854999999999979 -0.091004999999999989 0.095355000000000009 0.10017000000000002 -0.083514999999999992 -0.076084999999999986 -1.0000000180025095e-35 -0.072804999999999981 -0.082109999999999975 0.12862000000000004 -0.23129999999999998 -0.0015249999999999997 -0.077699999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 -7 12 -12 -14 -15 -16 17 -17 19 -19 21 25 -23 -24 28 -20 27 -26 -25 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 14 15 16 -18 18 20 -21 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=0.0032530541265659778 -0.0032524141120663088 -0.002463698882819226 0.0032523179223617757 -0.0026350279407513374 -0.00325252557198506 0.0026841371228983456 0.0011573393545040004 -0.003082377550188811 -0.0016446218307704604 -0.0018479472216271305 0.0027570169818982183 0.0032524828433904526 0.0028330544056344173 -0.0030971146325565169 -0.0032523894351784029 -0.001346223801202285 0.0021536989048835126 -0.0022603486242507931 -0.0025824426883512943 0.0010352939260324188 -0.0021485077854980616 0.0019826382747422074 -0.0032528836496293523 -0.0024606994433348634 0.0030729677388505218 0.0015977085103395607 -0.0032549381737682587 -0.00082174160362819167 0.0031756779976377719 0.00050758663564164574
leaf_weight=0.0012706425432043025 0.0011920805553877747 0.0041788720958777495 0.0012572384936007088 0.0018755361282813956 0.0012110515355372433 0.003558084876715383 0.010605299836148774 0.0021752003522017551 0.0058229207854196821 0.0042063135894210282 0.002855954149652006 0.0022407750877704294 0.00243364755829134 0.0029198476833584971 0.0016292119545706632 0.0095821263145978719 0.0038118782442415613 0.0063724649632277419 0.0012417883809057164 0.0031835017194907778 0.0034464451273930044 0.0054090265584427746 0.0021086552303302133 0.0017005843033075499 0.0013487962574174608 0.017136993851766036 0.0028157514316262669 0.014029700949242529 0.0033850514691948731 0.019931995444030889
leaf_count=15 187 122 97 157 189 65 316 152 101 60 47 98 14 34 223 193 149 82 186 8 251 66 29 17 14 288 14 308 11 417
internal_value=0 -5.92454e-05 1.27888e-05 -1.66754e-05 1.93395e-05 4.86593e-05 7.80366e-05 -1.47615e-05 4.03066e-05 0.000125364 0.000200046 0.000117891 5.12143e-05 -2.41866e-05 -9.36844e-05 -3.40126e-06 5.20231e-05 -3.53483e-05 0.000117628 -0.00116243 0.00028622 0.00040764 7.88155e-05 -0.000148407 3.08579e-06 0.00131527 -0.000909577 -0.00048015 0.000666827 0.000894927
internal_weight=0 0.143667 0.139488 0.138231 0.136355 0.135144 0.133952 0.123347 0.121172 0.115349 0.111142 0.107584 0.105343 0.102487 0.100054 0.097134 0.0955048 0.0916929 0.0821108 0.00955597 0.0725548 0.0691083 0.0507296 0.0453205 0.0432119 0.0183788 0.0181942 0.0153785 0.0250176 0.023317
internal_count=3910 3895 3773 3676 3519 3330 3143 2827 2675 2574 2514 2449 2351 2304 2290 2256 2033 1884 1691 90 1601 1350 876 810 781 474 336 322 445 428
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=1456 151 2 50 133 129 3 14 10 457 158 457 106 474 48 0 1 0 133 3 160 52 150 3 43 52 13 0 13 151
split_gain=0.00125732 0.001633 0.0015359 0.00193149 0.00178215 0.0017492 0.00162154 0.00142689 0.00151156 0.0014695 0.00169144 0.00163083 0.00163597 0.0016795 0.00157574 0.00231577 0.00209667 0.00175362 0.00169682 0.00167204 0.00196655 0.00180161 0.00200998 0.0029384 0.00206943 0.00159151 0.00159929 0.00186059 0.00213753 0.00161311
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.12238000000000002 0.10625000000000001 0.10681500000000001 0.092070000000000013 0.094625000000000015 0.077685000000000018 0.08302000000000001 -0.0034949999999999994 0.085745000000000002 0.53894500000000012 0.092305000000000012 -1.0000000180025095e-35 0.12649500000000002 -0.13027499999999997 1.0000000180025095e-35 -0.070894999999999986 -1.0000000180025095e-35 0.16699000000000003 -1.0000000180025095e-35 -0.089799999999999977 0.082590000000000011 -0.115685 -0.073139999999999983 0.11401500000000002 -0.074599999999999986 -0.053834999999999994 -0.037444999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 -2 11 12 13 -11 15 16 -15 18 -17 20 -20 -22 23 -23 -25 26 -19 -28 -29 -30
right_child=2 -3 6 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 25 19 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00075214133817073925 -0.0017106312826462354 -0.0042076694852838901 0.0027520191418392197 -0.0037471212612712364 -0.0036309389030411512 -0.0041900830117545945 8.8117975469779073e-05 -0.0023957334818722866 0.0040904183536582305 -0.0040138813616378624 -0.0022204990021497399 -0.0039935655468693407 -0.0041507211727297901 -0.0022340485445542144 -0.0023873207934922108 -0.0027049688112423947 0.0021614312669167718 0.0027463297118501115 -0.0039109379399381253 0.0042085673855592814 -0.0040448236757436723 -0.0042090215562502102 0.0037034022189119621 0.0021171192137768484 -0.0014058299244830677 -0.0017101522309513329 0.0028161279777728608 -0.0042078684884505231 0.0040644680204381962 -8.0162840107597728e-05
leaf_weight=0.0020116517328965244 0.0072398110092901638 0.0028246151633357633 0.0071359835767683668 0.0025548110896789203 0.0024074349025084976 0.0017146256110822647 0.0093344221666669114 0.0039381796323301179 0.0017237120690083421 0.0014276440422662509 0.0046627100295424375 0.0014883425064908798 0.001350707546407647 0.0021006745500926479 0.0030493085158980185 0.0051086980419787755 0.022420456070534556 0.0087102561060277139 0.0024119855106086155 0.0015394713177556687 0.0016836702475799816 0.0025701339624788462 0.002914646046804136 0.0075186163443845518 0.0048577925621699969 0.0036634808382700603 0.0051342122959425742 0.0019609117268259953 0.0019195177223991769 0.012390037517263894
leaf_count=41 193 328 248 288 403 116 157 73 76 108 159 14 4 19 19 606 184 66 229 12 65 10 30 74 103 33 52 44 28 128
internal_value=0 -0.00214463 3.85418e-05 -0.000128821 -4.90667e-05 2.69082e-05 0.00124228 9.1591e-05 0.000182419 0.000118943 0.000252897 0.000375298 0.000445418 0.000513353 0.000585205 0.000689505 0.00178488 0.000258944 -0.000507542 -2.97652e-05 -0.00032693 0.000115365 0.000507521 -0.00011569 0.000734347 0.000908037 0.00122654 0.000608088 -8.86675e-05 0.000475808
internal_weight=0 0.00483627 0.134932 0.118462 0.115907 0.1135 0.0164704 0.111785 0.107847 0.106123 0.0988833 0.0942206 0.0927322 0.0913815 0.0899539 0.0869046 0.0245211 0.0623834 0.028605 0.0234963 0.0219568 0.0195449 0.0178612 0.0149465 0.0123764 0.0337784 0.0301149 0.0214047 0.0162705 0.0143096
internal_count=3910 369 3541 3136 2848 2445 405 2329 2256 2180 1987 1828 1814 1810 1702 1683 203 1480 1129 523 511 282 217 187 177 351 318 252 200 156
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=31
num_cat=0
split_feature=39 48 13 3 1365 158 133 483 16 1373 453 16 1348 1452 106 42 16 1213 1 14 48 1 130 49 0 1 9 15 133 52
split_gain=0.00124271 0.00153185 0.00180073 0.00137048 0.00142913 0.00131606 0.00133402 0.00123417 0.00163671 0.00126094 0.00123667 0.00167514 0.00128267 0.00127836 0.00123077 0.00139871 0.00126171 0.00120815 0.00136706 0.00196973 0.00150829 0.00143293 0.00167962 0.0016047 0.00440458 0.00221327 0.00202365 0.0017807 0.00170424 0.00181737
threshold=0.005105000000000001 0.11280000000000003 -0.37340499999999993 0.31335500000000011 1.0000000180025095e-35 0.11015500000000002 0.10681500000000001 0.080590000000000009 -0.17157499999999998 0.10355500000000002 0.096095000000000014 -0.54165499999999989 0.084895000000000012 0.09086000000000001 0.091500000000000012 -0.0060199999999999993 0.10994000000000002 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 0.12675000000000003 0.12864500000000004 -0.10152499999999999 -0.086904999999999996 0.076335000000000014 0.10521500000000002 0.081505000000000008 0.10043500000000001 -0.10260499999999999 -0.42035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 9 -9 10 11 -1 13 17 15 -4 -17 -13 19 20 21 22 -19 24 25 -24 27 28 -25 -30
right_child=1 -3 14 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0027388165474780419 -0.0030191319488854893 0.0034775024169833618 -0.00023305153432972114 0.0027579042461081849 -0.0033675409924911436 -0.0037361912222855635 -0.0029649239124899785 0.0019151791888535939 -0.0036427141674821662 -0.0037364327996261856 -0.00373625407887067 -0.0023709432982483652 0.0029694083186076513 -0.0037368783561042901 -0.0024212260268090605 0.0024973781244139975 -0.0017663472596020366 -0.0037371903137398796 0.0023632084651567633 -0.0037375854643086925 -0.0021225151490701206 0.0027271807931855876 -0.0037149109563060826 -0.0021438813583930659 0.003737765200646375 -8.3000758962228999e-05 -0.0029046863532399556 -0.0037361835102846536 -0.0037358610484114008 0.00087008694960139226
leaf_weight=0.0032233835216288744 0.0019163538784141556 0.0025897871924769325 0.0065439340611597131 0.0021576275966523886 0.0020124860725303497 0.0014413934912820272 0.0022872655969847768 0.001005664152167185 0.0027930203721631122 0.0012463882423929809 0.0011929615240546801 0.002929991761166483 0.0019884994233123612 0.0013030708502483881 0.0015182302063294619 0.008455942169220524 0.0010938437489755879 0.0015779803214570612 0.003477120892966922 0.0019502162290674354 0.0041958984868415419 0.0029572340255299414 0.005573802786276616 0.0029473838036637714 0.0021392695489339539 0.0040378904068347765 0.0024936873803653717 0.0013358495480915158 0.001222013570293611 0.055099820703412128
leaf_count=66 17 59 81 123 68 159 484 27 261 19 17 459 40 63 20 256 26 36 32 59 27 19 92 214 4 24 57 100 208 793
internal_value=0 0.000777861 0.000419842 -0.000190705 -0.000248314 -0.000190415 -0.000142641 -8.09803e-05 -0.00217132 -2.27737e-06 4.443e-05 9.02408e-05 5.90447e-07 -6.27237e-05 0.000794036 0.00109735 0.00200901 -1.06487e-05 6.7048e-05 -2.62985e-05 6.02981e-05 0.000175671 7.69447e-05 0.000157354 -0.00111014 -0.00218914 0.000393402 0.000529107 0.000625241 0.000770152
internal_weight=0 0.0221181 0.0195283 0.11259 0.110432 0.10842 0.106978 0.104691 0.00379868 0.100892 0.0996461 0.0984531 0.0952297 0.0932412 0.017612 0.0160937 0.00954979 0.0919382 0.0890082 0.085531 0.0835808 0.0793849 0.0764277 0.0748497 0.011751 0.00961169 0.0630988 0.0606051 0.0592692 0.0563218
internal_count=3910 459 400 3451 3328 3260 3101 2617 288 2329 2310 2293 2227 2187 383 363 282 2124 1665 1633 1574 1547 1528 1492 120 116 1372 1315 1215 1001
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=31
num_cat=0
split_feature=1 1374 484 0 3 15 52 457 3 124 43 13 1 47 2 43 1446 51 131 39 46 47 4 159 48 14 12 43 1 2
split_gain=0.00127296 0.0021308 0.00188826 0.0035749 0.00157599 0.00174794 0.00197741 0.0019411 0.0017262 0.00182043 0.00236279 0.00188492 0.00179552 0.00159806 0.00164888 0.00250239 0.00132765 0.00137172 0.00161449 0.00135712 0.00201179 0.00158442 0.00221759 0.00262295 0.00249737 0.00226804 0.0026212 0.00155777 0.00204773 0.00132223
threshold=0.094385000000000011 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.115685 -1.0000000180025095e-35 0.11401500000000002 0.083995000000000014 0.086245000000000016 -1.0000000180025095e-35 -0.082689999999999986 0.16421000000000002 0.088010000000000019 0.085165000000000018 0.11635500000000001 0.093240000000000017 0.091520000000000018 -0.40274499999999996 0.10350000000000001 0.084835000000000008 0.092020000000000005 0.09252500000000001 -0.012939999999999998 0.079875000000000015 0.12862000000000004 -0.46637499999999993 0.11878500000000002 -0.074904999999999985 0.13535500000000003 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 29 9 -7 11 -11 -12 14 15 -5 17 18 -2 21 -21 22 23 -19 25 -24 -27 -23 -29 -6
right_child=16 2 3 4 5 6 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 27 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0038895672070225927 -0.0038872210020375517 -0.0033423019163572403 0.0030980131900690392 0.00043654286777215166 -0.0036772278460453119 0.002186758887257952 -0.0038878412379346129 0.000509699056504954 0.0017946612188952662 0.0015672703197224843 -0.0038874434292331009 -0.003888012444356628 0.00075695894591670007 0.0035163681884194191 0.0030469439659503426 -0.0038912578863863887 -0.0036738378885393546 -0.0022305769869709773 0.0013368658371433399 0.0024726585893609142 -0.0027023191851750336 0.0010389472727813176 -0.001479165561978501 0.0032852337148198897 -0.002005701041913326 0.0028121656246807895 -0.00099247339964258791 -0.002725827060516771 0.001962571079872077 -0.00092556206288833007
leaf_weight=0.0025487349144057694 0.0022741753976873716 0.0028813120267527905 0.0047998794607053688 0.0096327159914153526 0.0071688554270954441 0.0029962581747895447 0.0019972065646012274 0.0039139137292103507 0.0067510459261939096 0.0051147792224881502 0.005158969509895253 0.001176908827542178 0.0016626422156225118 0.0024277967526984403 0.0024120578700603809 0.0025531117893535802 0.0012054937671059909 0.0061551282722476222 0.0014720757912982663 0.0093611019260606554 0.0012913064820168083 0.0044557356070242813 0.0029003983127608981 0.0016518035003940668 0.0030537847060259074 0.016905828886791596 0.0032633968689879103 0.0070017750968176529 0.0017612080009712372 0.0041737048801575583
leaf_count=46 50 484 34 138 471 15 182 72 45 123 636 42 147 20 8 17 36 259 9 308 10 36 36 37 11 273 20 94 16 235
internal_value=0 -0.000403736 -0.000266675 -0.000123603 -0.000394226 -0.000814741 -0.000179144 -0.00185034 0.000144864 -0.000546517 -0.00117104 0.000546818 -0.00275546 0.000596552 0.000110953 -0.000470196 0.000365582 0.0004447 -0.00183444 0.000592416 0.00184534 0.000309343 0.000754047 -0.00106353 0.00129723 0.00173444 0.00219657 -0.000832143 -0.00178354 -0.0026647
internal_weight=0 0.0673699 0.0648212 0.0619398 0.05714 0.0401143 0.0248578 0.0152565 0.0228606 0.0161096 0.0131133 0.00629169 0.00682161 0.0170257 0.0145979 0.0121858 0.0627532 0.0615477 0.00374625 0.0578015 0.0106524 0.0471491 0.0339303 0.00780693 0.0261234 0.0230696 0.0201692 0.0132187 0.00876298 0.0113426
internal_count=3910 2715 2669 2185 2151 1968 1190 778 1008 963 948 165 783 183 163 155 1195 1159 59 1100 318 782 636 296 340 329 293 146 110 706
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=31
num_cat=0
split_feature=45 14 1 0 157 1429 480 0 43 39 48 51 2 457 160 48 16 15 15 3 46 42 159 133 457 13 376 133 1212 12
split_gain=0.00117692 0.00171635 0.00112421 0.00170054 0.00129755 0.00151211 0.00141573 0.00132715 0.00140659 0.0016337 0.00157904 0.00202057 0.00305523 0.00179991 0.00155583 0.00174415 0.00208965 0.00185101 0.00248626 0.00149304 0.00140352 0.00125745 0.00121811 0.00171067 0.00139324 0.00121017 0.00151024 0.00165538 0.001324 0.00134235
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 -0.07686999999999998 -1.0000000180025095e-35 -0.065749999999999989 -0.017269999999999997 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.13605000000000003 0.10433000000000002 -0.0015249999999999997 -0.096329999999999985 0.10584500000000001 -0.096824999999999981 -0.053579999999999996 -0.095799999999999982 0.13772500000000001 0.086210000000000009 -0.089024999999999979 0.091215000000000018 0.086895000000000014 0.085130000000000025 -0.5337599999999999 0.048695000000000009 0.098810000000000023 1.0000000180025095e-35 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 -4 -6 -7 8 -8 10 11 12 13 -10 -15 16 -16 18 -18 -12 -11 -5 23 -2 -25 -23 27 28 29 -27
right_child=1 -3 4 21 5 6 7 -9 9 20 19 -13 -14 14 15 -17 17 -19 -20 -21 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0034521060909785566 -0.0034516695657624977 -0.0024817422284769989 0.0014840654400092529 -0.0024592189839009559 -0.0034527370974060528 -0.0034518505572305584 -0.0025793118152577801 0.0016744196150651302 -0.0034518415125839117 0.0019319204485059812 -0.0034530235316870073 -0.003451971525932416 0.0017523389195079459 -0.0033700970634700572 0.0015121053385993058 -0.003252580083149379 -0.0018204378272567007 -0.0025486210618378934 0.0016258688392002561 0.00046102715543437444 -0.0021634606789195342 -0.0034521597574377863 0.00071964199020665509 -0.0020538182460234878 0.0025012184741165099 0.00095482599786945381 0.0029466988455674878 -0.0024173431018022599 -0.003451624434453042 -0.0014893320869251033
leaf_weight=0.0011461919566499992 0.0052275587935413093 0.0033934319224968581 0.0089520907412108386 0.0023548207682075875 0.0014070346991914553 0.0012679019893546686 0.0023011581005292206 0.0068055248321314812 0.0020263835630291984 0.0086433439971145276 0.0030118589272660748 0.0018076812599758787 0.011936398811712934 0.0016176721991349998 0.010561736683097669 0.0017124812622455457 0.0041576289877269801 0.0038754315025428974 0.006228649092133047 0.0018887635860949104 0.0011266377387073598 0.0010579884692560873 0.0020952561366254238 0.0020780261086237317 0.0013002607947143474 0.017245621738860351 0.0023608154224348246 0.0028468347470447233 0.0010210189119632665 0.0031680321359015542
leaf_count=15 618 122 224 210 76 32 39 205 42 251 37 30 189 82 84 14 31 355 64 26 9 4 80 271 21 344 9 246 89 91
internal_value=0 -6.12545e-05 7.14524e-06 -0.000458728 0.000246495 8.9072e-05 0.000161328 0.000228995 6.74591e-05 0.000171404 -8.63791e-05 0.000120932 0.000274285 -0.000310296 -8.41804e-05 0.000116134 0.00034853 -0.000513174 0.000246312 -0.0019445 0.00145966 -3.80763e-05 -0.00164017 -0.00221471 -0.000300641 0.000167747 0.000311496 5.52835e-05 0.000383684 0.000575513
internal_weight=0 0.123478 0.120085 0.0407562 0.0793284 0.0703763 0.0689693 0.0677014 0.0608958 0.0585947 0.0488247 0.0439241 0.0421164 0.03018 0.0281536 0.0265359 0.0248234 0.0142617 0.0103863 0.00490062 0.00976998 0.0300551 0.0107011 0.00860585 0.00337829 0.0277003 0.0266423 0.0242815 0.0214347 0.0204137
internal_count=3910 3895 3773 1983 1790 1566 1490 1458 1253 1214 954 891 861 672 630 548 534 450 95 63 260 993 990 910 292 783 779 770 524 435
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=4 151 11 3 156 142 50 1 48 47 2 3 401 38 3 124 159 456 457 39 42 160 151 1373 4 132 41 48 13 148
split_gain=0.00404619 0.00441241 0.00429106 0.00330644 0.00353278 0.00327909 0.00335468 0.00327017 0.00377862 0.00317914 0.00315684 0.00459919 0.00308912 0.00311769 0.00422127 0.00420185 0.00329385 0.00326337 0.00308637 0.00320777 0.0057957 0.00326426 0.00349773 0.00348806 0.00349558 0.0033185 0.0033268 0.00296786 0.00399121 0.00294852
threshold=0.27020000000000005 -0.27336999999999995 0.080455000000000013 -0.14539499999999997 0.091280000000000014 -0.073359999999999995 0.11901000000000002 0.11235500000000002 -0.064549999999999982 0.11939500000000002 0.092175000000000021 0.11818000000000002 1.0000000180025095e-35 0.085905000000000023 0.30601500000000009 -0.048219999999999992 0.09141500000000001 0.084065000000000015 0.53894500000000012 0.16168500000000002 -0.10770999999999999 -0.092169999999999988 -0.098594999999999988 0.099250000000000019 -0.51381999999999983 0.093305000000000013 0.083565000000000014 0.087235000000000021 -0.080179999999999987 0.081145000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 12 -3 7 8 -7 -9 -10 -12 13 14 15 27 17 18 19 20 -17 22 -22 24 -23 26 29 28 -5 -26
right_child=1 5 -4 4 -6 6 -8 9 10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00047612290608804275 -0.0012340179741269562 -0.0012014303012751963 -0.0010779434885861043 -0.00078264886619341012 -0.00086842643729595427 0.0013733360452907351 -0.00068961838055530095 0.0013733336625263168 -0.0010603190126788466 -0.00029583422815758226 0.00097035326740576818 -0.0008037898515309386 -0.0010432895756602163 -0.0010492709927647133 0.0013731330388543812 -0.001373927264689652 -0.00095666602699999393 -0.0013713038266142143 -0.0013735201574871351 0.0013740779376099316 0.0012518375191636689 -0.0013735445930984256 -0.0011983516016901609 -0.0013735931654569892 0.00028181872349173341 -0.0013731249356278407 -0.0013730506300157549 0.0013635342690202963 0.00077757504352208109 -0.0013733388758868838
leaf_weight=0.019340910620712748 0.0031200548623928617 0.0021386837888712753 0.0081847588790111558 0.004908708428274621 0.01117874796564422 0.004797581868388078 0.0037869453353778218 0.014138167402990121 0.004067415369945592 0.0025364429911860489 0.0077386026787280571 0.0042754981877806131 0.0059761402241882413 0.0055750619640662072 0.0040828677987292386 0.0058155744425736336 0.0083678095014754206 0.0035327568566714254 0.0031654977756261351 0.0031183506607703739 0.0013066280891962379 0.0028347342644110532 0.006880489150017155 0.0029838905944359331 0.098804432245389151 0.0025590032744062787 0.0024444038226647527 0.0059974764330945609 0.0083412865960497146 0.0020710400225425465
leaf_count=111 20 4 175 21 234 48 19 282 15 15 62 7 301 46 56 131 202 154 13 15 9 15 315 17 1326 116 37 70 58 16
internal_value=0 0.000342994 -0.000102784 -6.46472e-05 -0.00011971 0.00045616 0.000541913 0.000666101 0.000304061 0.00111943 -1.49353e-05 0.000338983 -7.28912e-05 -3.93288e-05 -5.65665e-06 -4.0165e-05 -0.000120751 -6.91349e-05 -3.42804e-05 -1.37082e-06 -3.54927e-05 2.94344e-05 -0.000807312 9.07656e-05 0.000130958 0.000171239 0.000209489 0.000562253 0.000199561 0.000247837
internal_weight=0 0.0465994 0.217471 0.209286 0.189945 0.0434793 0.0413407 0.0375537 0.0208791 0.0166746 0.0160815 0.0120141 0.178766 0.17279 0.167215 0.163132 0.143885 0.135517 0.131984 0.128819 0.1257 0.119885 0.00818712 0.111698 0.108714 0.105879 0.10332 0.0192475 0.01325 0.100875
internal_count=3910 472 3438 3263 3152 452 448 429 132 297 84 69 2918 2617 2571 2515 2366 2164 2010 1997 1982 1851 324 1527 1510 1495 1379 149 79 1342
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=31
num_cat=0
split_feature=51 131 39 42 160 376 133 132 15 52 160 133 49 151 133 474 2 151 1 4 4 12 2 16 43 4 49 2 48 12
split_gain=0.00110449 0.00152622 0.0015239 0.00116776 0.00199155 0.00170041 0.00170559 0.00145424 0.00155338 0.00144589 0.00144295 0.00224652 0.00226986 0.0019224 0.00167537 0.00278682 0.00237708 0.001442 0.00155245 0.00135121 0.00270397 0.00147508 0.00192597 0.00130623 0.001925 0.00110581 0.00119478 0.00106644 0.00105498 0.00154347
threshold=-0.40274499999999996 0.10350000000000001 0.13419 -0.10770999999999999 0.085865000000000011 0.08801500000000001 0.098810000000000023 0.079995000000000011 1.0000000180025095e-35 -0.27466499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081274999999999986 -0.084874999999999992 -0.0047949999999999989 0.084655000000000022 0.11635500000000001 -0.076429999999999984 0.10113500000000002 -0.060264999999999992 0.0057500000000000008 0.099370000000000014 0.083585000000000007 -0.094359999999999986 -0.010629999999999999 -0.04133499999999999 1.0000000180025095e-35 0.079395000000000007 0.12862000000000004 0.11999500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -9 -5 14 12 -12 -13 -11 16 -16 -15 19 21 -21 22 27 24 -22 -17 -27 -19 29 -20
right_child=2 -3 -4 5 -6 -7 -8 8 -10 10 11 13 -14 17 15 25 -18 18 28 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0038108831817745712 -0.0030551489122037888 0.0011284873442982039 0.0026830943457431681 -0.0028531935836459718 0.002726395156379425 0.003076176337920331 -0.0023990816200926855 0.0025372009120873443 -0.0025160000578939162 0.0021636249793543093 0.0023889028977874477 -0.001233909413922402 -0.0033263223426944579 0.00297037915689535 -0.0035148567815462255 -0.0013675564362743431 0.001000684748146492 0.0012039166574081377 0.0022865171526991815 -0.0025010863890165352 0.0016518039535889685 -0.0020401635364307629 0.002082126605045555 0.0020239177441842091 -0.0025275291112105023 0.0029524816903956667 -0.0015490293878764236 -0.0038120419450847556 -0.00027730928713412073 -0.00062617248687255381
leaf_weight=0.0025051572253698131 0.0040299917931381204 0.0014248850403077995 0.0030692731197774483 0.0026028524653720622 0.0011015028899947765 0.0026238732349455054 0.0042328677732799127 0.0057944126354918515 0.0010421100085746815 0.0022971368852844334 0.0013073825350602419 0.0084848918208990654 0.0044202771403467614 0.0038172004952699004 0.0080904585657801675 0.0027068195512640614 0.0021404657602275287 0.0010860764447464472 0.014431177147365304 0.0071256807495605539 0.0029527737669354792 0.0021614618587832988 0.010418012505731156 0.0047281125038161065 0.0034931001040376941 0.0031672428371667385 0.0011731869728546229 0.0014201215828535396 0.0047036082523845826 0.0032333658081142849
leaf_count=130 178 15 51 287 35 73 528 164 85 154 16 133 653 79 458 41 44 40 207 146 28 17 88 31 17 102 56 12 24 18
internal_value=0 -0.00202005 3.33627e-05 -3.74886e-05 -0.00181411 4.56517e-05 -2.8642e-05 6.89646e-05 0.00176693 -5.20024e-05 2.60953e-05 0.000270099 -0.00202178 0.000462986 -0.000893602 -0.00130006 -0.00257014 0.000704682 0.00054956 2.91064e-05 -0.000666905 0.000873403 0.00136067 0.000502757 -0.000613029 0.000543786 0.00173576 -0.00163835 0.00132636 0.00175337
internal_weight=0 0.00393004 0.117855 0.114786 0.00513149 0.109655 0.107031 0.102798 0.00683652 0.0959614 0.0933586 0.0737832 0.00572766 0.0680556 0.0195753 0.0172782 0.0102309 0.0595707 0.0557535 0.0333853 0.0182997 0.0150857 0.0129242 0.011174 0.00644587 0.00704725 0.00434043 0.0025062 0.0223682 0.0176645
internal_count=3910 145 3765 3714 213 3501 3428 2900 249 2651 2364 1509 669 840 855 701 502 707 628 379 222 157 140 76 45 199 158 52 249 225
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=31
num_cat=0
split_feature=45 14 1455 457 150 484 150 1374 1374 1 0 47 4 128 44 106 457 150 133 50 48 39 16 52 2 16 15 52 132 2
split_gain=0.00106644 0.00145179 0.000984158 0.000953396 0.00108329 0.00128612 0.00113008 0.00153188 0.00163109 0.00111023 0.00148061 0.00136162 0.00214538 0.00153455 0.00154757 0.00145939 0.00140484 0.00133591 0.00128679 0.00122746 0.00128248 0.0019133 0.00161946 0.00167918 0.00163771 0.00137046 0.00121627 0.00147357 0.00200388 0.00241811
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.53894500000000012 0.15510000000000004 -0.083374999999999991 0.15024000000000001 -0.26766999999999991 -0.094679999999999986 1.0000000180025095e-35 -0.084074999999999997 0.086425000000000016 -0.23071499999999998 0.086165000000000005 1.0000000180025095e-35 0.092305000000000012 0.085720000000000005 0.12031500000000002 0.084285000000000013 0.11843500000000001 0.086285000000000014 0.08078500000000001 -0.14687999999999998 -0.076599999999999988 0.11260500000000001 0.18936500000000003 0.024640000000000006 0.10062000000000001 0.082150000000000015 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 18 12 -11 14 15 16 17 19 -10 20 22 -22 -14 25 -25 -24 27 28 29 -12
right_child=1 -3 3 -5 -6 6 -8 8 9 11 26 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0033843731164087047 -0.0029815138670836478 -0.0023327315486690839 -0.0021777498105103976 -0.0028406271338364247 0.0033365438909488212 0.0031856147640106727 -0.0033867801312791462 -0.0033830008773091886 -0.0027438743900677098 -0.0019140714489126569 -0.0002281736671067691 -0.00028263050926540613 0.0031382857784542939 -0.0021404094348929517 -0.0030188920336013136 -0.0021292990571626096 0.0033108990763668867 -0.0021024695646551243 -0.00024897330202581776 -0.0017498555832100083 -0.0010019706708730592 0.0032135443481585342 0.0032176915840503566 -0.00047182564837333255 0.0033841301045858013 -0.00083771450448224844 0.0012383763313331599 0.00099062507665347997 0.0017288760487075298 -0.0033856221533304508
leaf_weight=0.0010389765457148306 0.0012499971764379217 0.0031279692099239744 0.0029213032275978703 0.001302261661294323 0.0011511816173310754 0.0018487739917247828 0.0010548382724664398 0.0015355068281763798 0.0047160843550177953 0.0032006708186642632 0.0064071471302273933 0.022209906194966322 0.0071624765994115968 0.0017402583752996739 0.0010117945726619828 0.0014290269687649007 0.0037689475433353428 0.0014027118365618199 0.0047508412520165244 0.0014609920640236132 0.0047373629304203737 0.0016661052702318102 0.005309260297508442 0.0071245127101953291 0.001532187372589533 0.0011629349403108336 0.0073441045940194618 0.0062691940166201823 0.0025405589105425017 0.004900748917377129
leaf_count=15 188 122 330 15 10 16 3 32 503 157 95 315 201 109 22 21 82 22 275 49 63 66 90 291 50 29 507 71 45 116
internal_value=0 -5.89076e-05 4.08372e-06 3.7506e-05 7.14685e-05 3.70508e-05 9.79248e-05 0.000132855 7.82636e-05 0.000130447 -0.000337941 0.000396886 0.000750251 0.000966094 0.00110923 0.00122287 0.00135847 0.00112529 -0.00149184 0.00127543 0.00142946 9.48555e-05 0.00181285 0.00118534 0.000210657 0.00248901 5.98458e-05 -0.000370386 -0.000986515 -0.00159659
internal_weight=0 0.11604 0.112912 0.111662 0.110359 0.109208 0.106287 0.105232 0.103383 0.101848 0.0369287 0.0649191 0.0427092 0.0395086 0.0377683 0.0367565 0.0353275 0.0315585 0.00946693 0.0301558 0.0286948 0.00640347 0.0222914 0.0151289 0.0086567 0.0064722 0.0274618 0.0201176 0.0138485 0.0113079
internal_count=3910 3895 3773 3585 3570 3560 3230 3227 3211 3179 1612 1567 1252 1095 986 964 943 861 778 839 790 129 661 460 341 119 834 327 256 211
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=31
num_cat=0
split_feature=31 2 484 133 159 401 456 457 1211 15 13 1 457 9 160 16 128 2 0 150 157 9 160 123 13 2 132 15 457 42
split_gain=0.00107083 0.00106528 0.00159246 0.0013329 0.00127944 0.00136399 0.00126564 0.00124114 0.00122874 0.00113046 0.00187141 0.00171633 0.00147491 0.00148218 0.00132689 0.00168148 0.00249373 0.00125028 0.00171363 0.00180551 0.00109626 0.00118741 0.00108756 0.00119268 0.00126174 0.00227891 0.00225357 0.00195866 0.00180167 0.00159529
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.089725000000000013 0.09141500000000001 0.083100000000000021 0.084065000000000015 0.53894500000000012 1.0000000180025095e-35 -0.13578499999999996 -0.40944499999999995 0.12446500000000001 -0.0015249999999999997 -0.01257 -0.217635 -0.25582999999999995 0.084980000000000014 0.097575000000000009 -0.22851499999999997 0.09202500000000001 -0.082104999999999984 0.037245000000000007 0.31473500000000004 0.087855000000000016 -0.089899999999999994 0.10393500000000001 0.084305000000000005 -0.074174999999999977 -0.21845999999999996 0.10508000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -11 -4 -12 -14 -15 -16 17 18 -17 20 -20 -22 23 24 25 -3 27 -26 -29 -30
right_child=1 22 3 -5 -6 -7 -8 -9 -10 10 12 -13 13 14 15 16 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0024234818292854822 -0.003404441686759031 0.0034507575850181464 -0.0035153443283402978 -0.0028915842104947275 -0.0025805754116096295 -0.0040302630810242889 -0.0039482963405756263 -0.0040443111705938629 -0.0040439954163031273 -0.003993346492886074 -0.0024276771225961624 0.0013061823790356201 -0.0033603778970100633 -0.0019936695989440901 0.0034252794823389204 0.0036934097268590924 -0.0040451327407021037 -0.0030493441268993728 -0.0020206194035412555 -0.0040448215738272935 0.0016452073205827837 -0.0027947008868156081 0.0035563242468874311 0.0027488282747511351 0.00053313767789391986 -8.3888646261143782e-05 0.0026145175951894275 0.0030575424216443417 -0.0025226659319073398 0.0018723288489830474
leaf_weight=0.0028340154297161737 0.002839191226523762 0.0045086140437717867 0.002807946344570488 0.0030838096756284896 0.0033568540535968685 0.0013414409560796861 0.0012319344499900345 0.0011012653594661961 0.0010434452096961247 0.0014006562350914456 0.0022453695860313863 0.0021175709288741018 0.0012665418598771785 0.0021561083932679628 0.0050880198352132198 0.0043140625293744813 0.0015722989934476841 0.0010976835894069828 0.0016291315132406217 0.0011391253954968752 0.01975985792706594 0.0010365826865381669 0.0016747867373982919 0.0029059431793712056 0.010980346057781531 0.0088111920296327639 0.0036251064908654476 0.0012101607169583408 0.013249156528669204 0.0015036762897269193
leaf_count=113 472 20 82 473 144 211 68 13 122 9 67 23 5 148 36 15 100 6 44 42 485 54 41 132 270 191 99 11 340 74
internal_value=0 -9.39108e-05 -0.000446651 -0.000303808 -0.000160552 -5.36879e-06 0.000100481 0.000200687 0.000296731 0.000391823 0.000603386 -0.00144248 0.000759262 0.000942467 0.00108667 0.00127303 0.000914569 0.00118369 0.00135036 0.000921408 0.00117367 0.0014239 0.000354603 0.000240012 7.38971e-05 0.00111255 -0.000378683 -0.000781405 -0.00168563 -0.00207471
internal_weight=0 0.110098 0.0616289 0.0587897 0.0557059 0.052349 0.0510076 0.0497757 0.0486744 0.047631 0.0427054 0.00492552 0.0413048 0.0390594 0.0377929 0.0356368 0.0305487 0.0289764 0.0278788 0.0235647 0.0224256 0.0207964 0.048469 0.0467942 0.0438883 0.0133198 0.0305684 0.0269433 0.015963 0.0147528
internal_count=3910 3797 2619 2147 1674 1530 1319 1251 1238 1116 1011 105 1002 935 930 782 746 646 640 625 583 539 1178 1137 1005 211 794 695 425 414
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=31 2 160 52 52 12 1 15 8 15 132 1 159 49 12 15 52 3 0 49 4 159 1 106 42 124 43 4 453 52
split_gain=0.00324006 0.00331354 0.0036611 0.00338302 0.00313976 0.00298631 0.00288767 0.00335538 0.00286277 0.00275534 0.00269566 0.00266785 0.00263579 0.00285816 0.00291428 0.00302549 0.00439514 0.00424161 0.00368564 0.0027074 0.00317633 0.00294548 0.00287479 0.00257851 0.00234171 0.00222127 0.00275668 0.0031911 0.00230463 0.00237494
threshold=-1.0000000180025095e-35 0.091985000000000011 -0.40446999999999994 -0.24456499999999998 -0.081429999999999989 0.099170000000000022 0.13026000000000001 -0.11739999999999999 0.079700000000000007 -0.26361999999999991 0.093105000000000007 0.13429500000000003 0.09141500000000001 -0.084114999999999981 -0.013124999999999998 0.079360000000000014 0.083750000000000005 -0.10628499999999998 -0.11524 -0.082494999999999985 -0.030814999999999995 -0.52106999999999992 0.085990000000000011 0.091500000000000012 0.081685000000000021 -0.15062499999999998 -0.15109999999999998 -0.49269499999999994 1.0000000180025095e-35 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 6 -3 10 -5 25 7 9 12 -2 -4 -8 13 -9 -15 17 -17 -16 -19 -20 22 -22 -21 -1 -18 -6 -27 -28 29 -29
right_child=1 2 3 4 5 -7 11 8 -10 -11 -12 -13 -14 14 15 16 24 18 19 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0012444425606267869 0.00034911711077291474 -0.0011146292264992898 -0.00093657888079858357 0.00065577521251561008 -0.0010246916333462638 -0.00047675332979515631 0.0011444220349426366 -0.00076864520559267329 0.0010728956607073657 -0.0012441733569536402 0.00056697016766134322 -1.6185647465598719e-05 -0.0010614249582593038 -0.00090822599996890751 0.0009722590014543945 -0.0012436862205369892 -0.0012435742376644436 0.00040377170129620707 0.0010507470586785543 -0.0012440063562233863 0.00089204629704305158 -0.0012436075913757078 0.0007519391786914338 -0.00067331627704038703 0.00062671547755897069 0.00096379100300335785 -0.001231488620138667 -0.00049985109685720406 -0.00064673528320812542 0.00033758577049349827
leaf_weight=0.0052064646164637898 0.0020775010939360081 0.0037387822621752767 0.0074183341806595138 0.019076808115855215 0.0022682844393102633 0.012007037705259904 0.0041479620725795021 0.010753943293217105 0.0026433966002059597 0.0087306812416301227 0.002453401650022613 0.011699542182157074 0.0056396731163488303 0.0058287852998546432 0.0083200009254227325 0.0063659484462590399 0.0013149941256225262 0.01629838045340648 0.001735626778099685 0.0015668956401242431 0.0011250973892664726 0.0088734354740900318 0.0038749553091008693 0.001369047886100816 0.0048623341824693966 0.0070723750666132892 0.0024954846356877161 0.0057571890724688038 0.004631506784676275 0.057838934394201402
leaf_count=92 20 125 268 185 18 235 17 86 32 160 20 63 166 42 47 469 293 50 3 32 23 430 47 21 265 38 11 23 37 592
internal_value=0 -4.00445e-05 9.72509e-05 0.000134691 0.000196649 0.000101519 -0.000201851 -0.000288023 -0.000199338 -0.000937918 -0.000562905 0.000287594 -0.000243265 -0.000178203 -7.267e-05 1.69599e-05 -0.000518623 0.000177698 -1.97883e-05 -0.000421706 -0.000587222 -0.00100329 0.000177238 0.000845158 0.000228579 0.000188242 0.000223607 0.000149588 0.000200102 0.000261775
internal_weight=0 0.230617 0.124758 0.121019 0.111148 0.0920708 0.105859 0.0900116 0.0792035 0.0108082 0.00987174 0.0158475 0.0765601 0.0709204 0.0601665 0.0543377 0.0125433 0.0417944 0.0334744 0.017176 0.0154404 0.00999853 0.00544185 0.00657551 0.00617733 0.0800638 0.0777955 0.0707231 0.0682276 0.0635961
internal_count=3910 3797 1552 1427 1139 954 2245 2165 1985 180 288 80 1953 1787 1701 1659 1027 632 585 535 532 453 79 113 558 719 701 663 652 615
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=1 2 11 3 47 48 2 13 131 16 49 133 3 12 484 13 4 15 160 2 0 2 124 124 151 160 1 160 43 13
split_gain=0.0034952 0.00281171 0.00329197 0.00338704 0.00395194 0.00361484 0.00375106 0.00471454 0.00349822 0.00350162 0.00373679 0.00316141 0.00302231 0.00337717 0.00329658 0.00286398 0.0043694 0.00283926 0.00273231 0.0032751 0.00273014 0.00266911 0.0023893 0.00289618 0.00229265 0.00223638 0.0024678 0.00310425 0.0028501 0.00248322
threshold=0.10444500000000001 -0.13811499999999996 0.081005000000000008 -0.115685 0.09252500000000001 0.082070000000000018 0.106285 0.049070000000000009 0.08956500000000002 0.3935300000000001 -0.10837499999999999 -0.097724999999999992 0.10223 0.094045000000000004 -0.0043499999999999988 0.14810000000000004 -0.39075499999999991 0.084050000000000014 0.087825000000000014 -0.0098549999999999974 -0.230625 0.14808000000000002 -0.50873999999999986 -0.061329999999999989 -0.50701999999999992 -0.15845999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.076484999999999984 0.0043150000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -3 9 10 -5 -12 13 14 -13 16 -16 18 19 -18 -20 22 -2 -24 -25 -21 27 -27 -29 -30
right_child=21 2 -4 4 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 20 25 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.0010016755856148824 -0.0013182851220931004 0.00038083887813120126 -0.0013198602043758038 -0.0010282416583461832 -0.001143950331808038 0.0010629388145141452 0.00075229662764821992 -0.0010523864768170995 -0.0012075816588008345 -0.0013202583513629647 -0.0013197046452937552 -0.0013200297744035221 0.00059355946345729491 -0.0013199788492231216 -0.0012538424765501826 0.00093672991123931867 -0.00093166406871779525 -0.0013197284154572925 0.00021476057724386074 -0.00090251897421462395 -0.0010903044845586979 0.00093750371729759004 0.0010093212050433444 -0.0013198772928805901 0.0001054424864730831 -0.0013198314794216283 0.00080819636331891289 0.00070515601396006322 -0.0013200969127202405 0.001107480471133594
leaf_weight=0.0035631892509400123 0.0020098115858218071 0.0076038107314957406 0.0043173326367309519 0.0067252887128645958 0.0080983648630841287 0.0071105404994966639 0.0076170112724867059 0.0084234812517678392 0.0055461038516746433 0.0041325824472409059 0.0030897159688958445 0.0031691263911923775 0.01426713107332489 0.0035835209650461044 0.0046714317454643528 0.005877367163748203 0.003451580252317391 0.0024255674870783386 0.0055805533447710332 0.0021273778781552002 0.0055838011882514138 0.0072498915974676939 0.0061463744355307872 0.0020182282660243791 0.074524130748216066 0.0022746145492646965 0.019328152446632885 0.010126243758577402 0.0026633392956725436 0.0010126843189937063
leaf_count=40 8 59 105 75 192 35 17 62 289 148 334 277 47 331 41 30 42 440 12 75 79 139 148 15 563 115 78 41 71 2
internal_value=0 -0.000156712 -0.00018445 -0.000150524 -0.000255582 0.000237991 -1.00946e-05 -0.000372423 -0.000187477 -0.000130952 -7.97319e-05 -8.24426e-06 3.87945e-05 -7.13253e-05 -5.80391e-06 5.81515e-05 -2.90069e-05 7.58369e-05 0.000140749 0.000298394 -0.000437962 0.000169064 0.000103288 0.000137841 6.78604e-05 0.000411513 0.000490469 0.000108487 0.000343874 -0.000651339
internal_weight=0 0.15237 0.148807 0.144489 0.113735 0.0307548 0.0236443 0.0160273 0.105636 0.10009 0.0959575 0.0892322 0.0861425 0.0718754 0.0682918 0.0651227 0.0592453 0.0545739 0.0521483 0.040984 0.0111644 0.0919484 0.0846985 0.0826887 0.0765424 0.0375324 0.035405 0.0160769 0.0138023 0.00367602
internal_count=3910 3037 2997 2892 2719 173 138 121 2527 2238 2090 2015 1681 1634 1303 1026 996 955 515 424 91 873 734 726 578 382 307 229 114 73
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=31
num_cat=0
split_feature=2 14 376 42 31 133 151 1348 1455 49 52 13 15 2 16 456 43 15 13 12 48 2 1374 0 42 4 4 157 47 151
split_gain=0.000991806 0.00104493 0.00106345 0.00154695 0.00146849 0.00127136 0.00118456 0.0013382 0.00134764 0.00138134 0.00200415 0.00228494 0.00223378 0.00202132 0.00192661 0.00153238 0.0013908 0.00135761 0.00131453 0.00113698 0.00107661 0.00188743 0.00187718 0.00145963 0.00128993 0.00165939 0.00169092 0.00174741 0.00148851 0.00188636
threshold=0.16971500000000003 0.08604500000000001 0.048375000000000008 -0.089024999999999979 -1.0000000180025095e-35 0.11253500000000001 -0.52174999999999983 0.090050000000000005 1.0000000180025095e-35 0.10960000000000002 0.11588000000000002 -0.091849999999999987 -0.19153499999999998 0.097940000000000013 -0.008069999999999999 0.087055000000000007 0.098320000000000005 -0.035939999999999993 -0.084184999999999996 0.081660000000000024 0.095825000000000007 0.11230000000000001 -0.094679999999999986 -0.23029999999999998 0.095385000000000011 -0.44477499999999992 -0.070414999999999991 -0.077534999999999979 0.11566000000000001 -0.024429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 9 10 11 12 -8 14 -14 16 20 18 -12 -11 22 -22 -13 -24 25 -25 -27 -28 29 -29
right_child=-2 -3 3 -5 5 -7 7 -9 -10 19 17 15 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0040458584582009835 0.0031119563048516534 -0.0034201808342138981 -0.0012146913703815574 0.0024133854279008394 -0.0040440538251672918 -0.0035620900754395951 -0.0024969839718853915 0.0039352604409771752 -0.0040440909141122895 0.0024083327813854832 -0.0034962340689128576 -0.0040455523783120284 0.0014929115639387518 0.0032162206695885249 -0.0030934044209959782 -0.0040271985263168174 -0.0037374294678116679 -0.0040444395431894686 0.0010688980487593852 -0.0019412464175142699 0.0027929079273177242 -0.001480646635556029 0.0018825022870278361 -0.0040444485630535551 0.0011836731616693256 0.00076418705253029461 0.0015803665549764777 0.00041276429138428929 0.0017886232445996182 -0.002782457782806337
leaf_weight=0.0013448571036640536 0.0016181308247205086 0.0015077251018027473 0.0027741580725546555 0.0062529218829752153 0.0012576502081955701 0.0018141398514539544 0.0022985244467008661 0.001329063826460696 0.0014316173567925352 0.0056737704211542441 0.0016654104833486727 0.0022072679883891047 0.0058547692674224541 0.007890646549185476 0.0020124304790556389 0.0018601740999661933 0.0018610628190136582 0.0035134826433464994 0.0027089575948586742 0.001188494023578901 0.0047077030833371216 0.0026359677727896269 0.0048000773000182869 0.0023719070334351352 0.0064908524790574509 0.010841901680036056 0.0031854977539933485 0.003941573048699353 0.0018455224208935297 0.012936871345012022
leaf_count=52 96 70 21 172 60 471 48 36 243 63 77 26 171 93 35 99 154 186 103 100 69 21 49 145 101 534 140 79 24 372
internal_value=0 -7.69662e-05 -3.05929e-05 0.00129842 -0.000150961 -0.000208364 -0.000145323 -9.38474e-05 -0.000150861 -9.06007e-05 -0.000230491 -3.3443e-05 0.00122694 0.00177013 0.000319731 -0.000414735 -0.000298528 -0.0021726 -0.00066914 0.00165502 -0.000184171 0.00125894 -0.000402135 -0.000228869 -0.00047241 -0.000778457 -0.000541929 -0.00118826 -0.00165929 -0.00203629
internal_weight=0 0.110205 0.108697 0.00902708 0.0996702 0.0983253 0.0965112 0.0952535 0.0939245 0.0924929 0.0856306 0.0777427 0.0180564 0.0157578 0.0078672 0.0596864 0.0578262 0.00788785 0.00437437 0.00686226 0.0559651 0.00734367 0.0486215 0.0464142 0.0416141 0.0351233 0.0327514 0.0219095 0.018724 0.0168784
internal_count=3910 3814 3744 193 3551 3499 3028 2968 2932 2689 2526 2160 347 299 206 1813 1714 366 180 163 1560 90 1470 1444 1395 1294 1149 615 475 451
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=1 11 3 2 2 13 13 13 150 9 13 12 3 2 49 2 13 130 484 49 2 151 15 0 146 0 16 43 456 151
split_gain=0.00499982 0.00353544 0.00529295 0.00472596 0.00387274 0.00506897 0.0037416 0.00370295 0.00335296 0.00332944 0.00354343 0.00415516 0.00315893 0.00308685 0.00297676 0.00332675 0.00582888 0.00273652 0.0030871 0.00357382 0.00423512 0.00349537 0.00442278 0.00296777 0.00268533 0.00339892 0.00465863 0.0040499 0.00280089 0.00271806
threshold=0.10444500000000001 0.081130000000000022 -0.115685 0.105395 0.097940000000000013 -0.084184999999999996 -0.083924999999999986 -0.089899999999999994 0.083295000000000022 -0.016839999999999997 0.14810000000000004 0.086865000000000012 -0.078669999999999976 0.14808000000000002 0.0037600000000000003 0.106285 0.025140000000000006 0.0043850000000000009 -0.0043499999999999988 -0.085974999999999982 0.097135000000000013 -0.0074049999999999993 -0.092059999999999989 -0.087899999999999992 0.11615000000000002 -0.017269999999999997 -0.55207499999999987 -0.27619499999999997 0.090170000000000014 -0.29526499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -6 14 -8 11 17 -9 24 15 16 -1 18 -11 -20 21 -21 -23 -24 25 27 -27 -2 29 -29
right_child=13 -3 3 -5 7 6 9 12 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00037034787099456232 -0.0011637251849602541 -0.0010167592315238102 -0.00083656080440483525 -0.00081612851683286281 0.0010262051388695548 0.0011617937878668756 0.0012703609859143873 -0.0012132977754301948 0.0012611337249290706 -0.0012691384638443088 0.00051861226398569626 -0.0012684209970057268 0.00027708942580329486 0.00095730516179258897 0.00097993845240970548 0.00070963796671349197 -0.0010669074893067854 -0.0012694975075568393 -0.0012687399017611981 0.00068603475365674885 -0.0012705063086922758 -0.0011341866396977493 0.00058107236729710633 -0.0005702066796162955 -0.0011083038186521937 -0.0012703586233118753 0.0010337688745191058 -0.00096995760555215087 -0.0007574885019995466 0.00023791450780725028
leaf_weight=0.0093372482140239299 0.0041524954995111321 0.0076316054516780687 0.019390621313613465 0.020175642979836539 0.0079499930395741103 0.0035601795254365234 0.0024812334356738566 0.0030083952920136889 0.0050152794992754926 0.0035485003973860776 0.0088860402516601766 0.0068577681550205929 0.00954902280392389 0.0075567061230685786 0.0055797047533019386 0.0068355578796399632 0.0088331237256369377 0.003673381496721361 0.0034872566769763571 0.014310792635569669 0.0034539537091404773 0.0052562654534256117 0.010977944433633974 0.0053606130055960976 0.002798967903800075 0.0016086024697870025 0.011523144102113747 0.0031303683251735484 0.0054312405693508472 0.070278521923853532
leaf_count=52 15 119 666 349 21 25 10 47 20 78 73 937 142 139 29 13 71 77 27 55 8 36 44 138 7 1 164 23 35 489
internal_value=0 -0.000172518 -0.00013406 -0.000251169 -0.000149172 -0.000261105 -0.000105812 0.000348858 0.000299919 -0.000171893 -0.000226268 -0.000342541 -7.99644e-05 0.000175979 0.000142303 -4.46024e-05 -0.000328342 -0.000215726 -0.000132293 -3.81418e-05 7.08892e-05 0.000199925 -0.000122217 0.000203342 0.000116294 0.000151952 0.00075152 5.70833e-05 0.000121383 0.000186407
internal_weight=0 0.17516 0.167529 0.131928 0.111752 0.0912446 0.0718539 0.0205074 0.0356009 0.0682937 0.0658125 0.0569265 0.0125574 0.10648 0.0305856 0.0250059 0.0181704 0.0500687 0.0463953 0.0428468 0.0393596 0.0359056 0.0215948 0.0163386 0.0989233 0.0961244 0.0131317 0.0829926 0.0788401 0.0734089
internal_count=3910 3037 2918 2733 2384 2174 1508 210 185 1483 1473 1400 189 873 165 136 123 463 386 308 281 273 218 182 734 727 165 562 547 512
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=31
num_cat=0
split_feature=45 14 1 0 1186 13 159 42 51 43 3 12 42 52 147 1373 148 484 151 2 38 40 13 160 156 52 47 51 52 15
split_gain=0.00103961 0.00124025 0.000998595 0.00131556 0.00107286 0.00107093 0.00144196 0.00101005 0.00112859 0.00131736 0.00129232 0.00152959 0.00122877 0.00124162 0.000974121 0.000983806 0.00123014 0.00155398 0.00123098 0.00108396 0.00107725 0.00172283 0.00159625 0.00124626 0.00160692 0.00129694 0.00215079 0.00150078 0.00146412 0.00142347
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.083980000000000013 -0.51172499999999987 0.091215000000000018 -0.089024999999999979 -0.031524999999999991 -0.077664999999999998 -0.078669999999999976 0.096315000000000026 1.0000000180025095e-35 0.11401500000000002 -1.0000000180025095e-35 0.09586500000000002 -1.0000000180025095e-35 -0.0043499999999999988 -0.084019999999999984 0.14808000000000002 0.11976000000000002 0.028705000000000001 0.2741050000000001 -0.082384999999999986 0.11896500000000002 0.14114500000000005 0.13206500000000002 0.12342500000000002 0.090300000000000005 -0.24219999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -2 -7 -5 -9 10 11 -10 13 -11 -4 16 18 -18 -16 20 21 22 23 -19 25 26 27 28 29 -25
right_child=1 -3 4 7 -6 6 -8 8 9 12 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0029462841508333605 0.0014306312376319462 -0.0019557264825463077 -0.0025379249474588449 -0.0020411792784071287 0.0025115160297352053 -0.00236307515093065 0.00056669607946781384 -0.0029458663011261961 0.00090568776734332827 0.00025971066030578614 0.0026661682391526955 -0.0029463134833876922 -0.0029459372890892036 -0.0029464512160140986 -0.00070106341289921702 -0.00243765915517827 -0.0014434114442367211 -0.0010731521324296794 0.0025194435272917299 0.0029458664116648512 -0.002737854979395187 0.0025711496982685684 -0.0029432444404825066 0.0027501632405908059 -0.0028672794194784831 0.002787131162165593 -0.002478260044727731 -0.0023244305284354522 -0.0017554994018351058 0.00062234548385485435
leaf_weight=0.0010133340897482404 0.0010688866914279069 0.0028875079533641204 0.0011514720262937308 0.0020615740926492867 0.0017086240654720078 0.0064511247747769396 0.0018830014979269727 0.0010075028498039975 0.0063461085767748671 0.010315111890566445 0.0029602451680297275 0.0010411621932551185 0.001447489598388251 0.001166498947021922 0.0014247631261525839 0.0012097009564158148 0.0050226038578475843 0.0056361992453126666 0.0037144581395693868 0.0012808205625134397 0.0010586805328784967 0.0026648393717323407 0.0014150860885564489 0.0029872493417037868 0.0012686376058184115 0.0020422131042892025 0.0021600486224997431 0.0015198383007515295 0.002049661860098694 0.031413050519081068
leaf_count=15 4 122 22 210 33 906 80 131 138 160 38 27 252 37 37 27 209 205 93 103 11 44 12 125 76 24 23 18 18 710
internal_value=0 -5.11513e-05 9.87937e-07 -0.000399288 0.000206205 -0.00134512 -0.00170113 -6.17102e-05 0.000106335 0.000238446 0.00102174 0.000362787 -0.000388449 -6.60263e-05 0.000148296 0.000194553 0.000243049 0.000125558 0.00162661 0.000267555 0.000204281 0.000262877 0.000141053 0.000229985 0.000399061 0.00049732 0.000380791 0.000543439 0.000663019 0.000807121
internal_weight=0 0.108364 0.105477 0.0357487 0.0697279 0.00940301 0.00833413 0.0263457 0.0242841 0.0232766 0.0103475 0.00738727 0.0129291 0.0114816 0.0680193 0.0668679 0.0656582 0.0605189 0.00513922 0.0554963 0.0542155 0.0531568 0.050492 0.0490769 0.0434407 0.0421721 0.0401298 0.0379698 0.03645 0.0344003
internal_count=3910 3895 3773 1983 1790 990 986 993 783 652 203 165 449 197 1757 1735 1708 1578 130 1369 1266 1255 1211 1199 994 918 894 871 853 835
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=31
num_cat=0
split_feature=1 11 3 47 15 16 48 2 13 133 3 4 1 50 150 4 160 133 1 1 2 49 146 47 48 148 42 50 16 1
split_gain=0.000972946 0.00108179 0.00172184 0.00203454 0.00142864 0.0013744 0.00136468 0.00141443 0.00291263 0.00132376 0.00196671 0.00118247 0.00131317 0.00156208 0.00109401 0.0024294 0.00158281 0.00134014 0.00128475 0.00101513 0.00148068 0.0011622 0.000987376 0.00123583 0.00119795 0.00144709 0.00161729 0.00202696 0.00103037 0.00140896
threshold=0.10444500000000001 0.081130000000000022 -0.115685 0.09252500000000001 0.10043500000000001 0.3935300000000001 0.082070000000000018 0.106285 0.049070000000000009 0.10681500000000001 0.11476000000000001 -0.39075499999999991 0.099595000000000017 0.086465000000000014 0.087075000000000027 0.0057500000000000008 0.088785000000000017 -0.090054999999999982 0.097265000000000018 0.093720000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.11615000000000002 0.084155000000000021 0.12862000000000004 -0.080629999999999993 -0.14127499999999996 0.11843500000000001 0.050115000000000007 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -1 10 11 -4 13 14 17 -16 -17 -13 19 20 -19 -22 23 24 25 -2 -27 28 -28 -30
right_child=22 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0019521715998164911 -0.002667244547756156 -0.0033201124094581437 -0.0029637729707328682 -0.0039458562299565939 -0.0044648850671815486 -0.0044652575422742804 0.0038047596770843994 0.0027788522310739729 -0.0035320634795549376 -0.0044357339077819458 0.0028522301035829888 -0.0044646922069224932 0.0038780940757040987 -0.0044650963620000575 -0.0039473151378049158 -0.0019074334330863594 0.003951647954909124 -0.0036778156693595895 -0.0038571697536372712 0.0041251179086188245 0.0014898709787388262 -0.0019075290515554962 -0.0035650825212869166 -0.00026423369373925908 -0.001006388319793855 -0.0019041079953086336 0.0037541054220924311 -0.0022425643640581958 -0.0033446167951548078 0.0033874760624857609
leaf_weight=0.0040517543552027746 0.0013401304111653181 0.0023870826852494522 0.0030387009304177958 0.0034789687284888507 0.0016627801764048647 0.0014882447064903373 0.0029671090744756165 0.0034442429769114824 0.003686245390051468 0.0013583327692483485 0.0044322260341687061 0.0010451123588328661 0.0016105457171562412 0.0016638933697545868 0.0038938357270197335 0.001783329444338122 0.0018961283892622305 0.0014472987594320646 0.0011601358692132626 0.0018511794629603165 0.014697022404861482 0.0023243439254851941 0.001150168758158542 0.01720066415017385 0.0036366152986602165 0.0017567354974516993 0.01111751707135511 0.0015360303041234155 0.0010545724104247265 0.0015024731965951332
leaf_count=69 19 119 68 192 290 151 35 17 64 356 29 267 47 374 131 33 11 71 5 17 502 189 8 233 41 18 394 27 59 74
internal_value=0 -0.000370044 -0.000258232 -0.000655587 -0.000403195 -0.000248614 0.00111311 0.00039891 -0.00066042 -9.99153e-05 4.42802e-05 -0.00029752 -5.47493e-05 -0.000254169 -2.13813e-05 -0.00148931 0.00111192 0.000472158 0.000712361 0.000973253 0.00065733 0.00102594 0.00051196 0.000631753 0.00133406 0.00179898 0.00215173 0.00262016 0.00316637 0.000611038
internal_weight=0 0.0653685 0.0629814 0.0488321 0.0453531 0.0436903 0.0141494 0.0111822 0.007738 0.0422021 0.0408438 0.0364115 0.0333728 0.0317623 0.0300984 0.00757329 0.00367946 0.0225251 0.02148 0.0203198 0.0184687 0.0170214 0.0402949 0.0391447 0.0219441 0.0183075 0.0169673 0.0152106 0.0136746 0.00255705
internal_count=3910 3037 2918 2733 2541 2251 185 150 133 2100 1744 1715 1647 1600 1226 175 44 1051 784 779 762 691 873 865 632 591 572 554 527 133
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=39 9 402 150 484 160 0 0 3 4 474 13 47 3 52 0 3 4 3 52 150 3 47 1 52 52 133 47 12 4
split_gain=0.00386705 0.00371323 0.00366004 0.00337363 0.00482618 0.0041106 0.00376742 0.00609631 0.00503594 0.0043742 0.00420727 0.00385198 0.00460983 0.00546886 0.00451427 0.00580316 0.00367634 0.00352608 0.00596829 0.00329848 0.0035343 0.00619568 0.00313296 0.00476556 0.00391947 0.00475759 0.00464444 0.00448412 0.00306088 0.00285036
threshold=0.005105000000000001 -0.016839999999999997 0.084450000000000011 0.081245000000000026 -0.0043499999999999988 -1.0000000180025095e-35 -0.074514999999999984 -0.10575999999999998 0.16699000000000003 0.15045000000000003 0.084835000000000008 -0.074599999999999986 0.099385000000000015 -0.100615 0.10701500000000001 0.12346000000000001 -0.13927999999999999 -0.084009999999999987 -0.084129999999999996 -0.089799999999999977 0.08882000000000001 0.090325000000000003 0.12209500000000001 0.11368000000000002 0.086040000000000019 -0.0058499999999999993 -1.0000000180025095e-35 0.093315000000000023 0.099370000000000014 0.41171000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 29 4 -3 -5 7 10 17 11 22 28 13 14 15 -13 -7 18 -9 -18 -21 -22 23 24 25 -6 -27 -28 -8 -2
right_child=2 3 -4 5 6 16 9 8 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012965106131490995 0.00026775851271632013 -0.0010543990524397992 -0.0012940156878136081 -0.00071776817985167796 -0.00088978992465039389 0.0010740624482359538 0.00083863349571108598 -0.0012940946293418312 0.0012944315624148716 0.0010115503377458167 0.00087295857310886783 0.00053900143888126271 0.00049364875296516717 -0.0011537474397951574 0.001009554994496826 -0.00098196041037077342 -0.00077518789106723865 -0.001159361162066042 0.00085773932835315851 0.0010385563176697119 -0.00076730866069206006 0.00055882474776084031 -0.0012947453190727965 0.00061552342895270006 -0.0012243478939307365 -0.0011407407624682696 0.00084772762214564202 -0.00045679004979580994 -0.00033999484795008649 0.0012941193881039672
leaf_weight=0.0031541898955822481 0.041912082938267758 0.010488874044519036 0.002296361421031178 0.0076222082671080207 0.01004795533354752 0.0085443469754409307 0.012214691190962412 0.0041939704330040684 0.0018717488867423518 0.0074849532804250876 0.0068923332710255627 0.0068805094423396431 0.011161709403964437 0.012345551014679046 0.0049441231963101009 0.01077007074260905 0.005669072178420719 0.02256172513455823 0.0044418304169084877 0.0080474285988429983 0.0095343934763150173 0.015451322342130425 0.0040449555954182861 0.011672039111317645 0.0067277203113889064 0.0037936739445854064 0.013462412240301092 0.0065581860781094284 0.0052823582072392119 0.005077039604827859
leaf_count=24 279 557 28 170 70 44 72 306 14 81 27 39 57 384 14 74 38 1076 5 23 23 81 24 56 51 47 54 14 26 152
internal_value=0 -9.77203e-05 0.000300719 -0.000116618 -0.000203137 0.00016381 -0.000149784 -0.000316576 -0.000766627 7.61013e-05 -8.10855e-05 -3.39915e-05 -0.000230131 -0.000461344 -8.30201e-05 -0.000389062 0.000306034 -0.000890284 -0.000187297 0.000136475 0.000292932 5.27805e-05 -0.000197867 -0.000112971 -0.000322457 -0.000143269 0.00017171 0.000420404 0.000482806 0.000378654
internal_weight=0 0.235864 0.0492855 0.23271 0.177841 0.0548688 0.167353 0.0962686 0.0330693 0.071084 0.0631993 0.063599 0.046102 0.0349403 0.0225947 0.0176506 0.0472466 0.0311975 0.0086358 0.0387022 0.0330331 0.0249857 0.0563069 0.052262 0.0405899 0.0338622 0.0238143 0.0200206 0.017497 0.0469891
internal_count=3910 3451 459 3427 3048 379 2491 1744 1401 747 343 666 568 511 127 113 209 1387 311 165 127 104 316 292 236 185 115 68 98 431
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=31
num_cat=0
split_feature=1456 4 2 50 129 3 52 133 133 43 47 376 456 1 15 49 2 0 159 0 3 52 15 41 401 49 1374 49 0 151
split_gain=0.00100933 0.0011214 0.00102054 0.00119459 0.00127829 0.00113891 0.00108388 0.001152 0.0010959 0.00111432 0.00112002 0.0011663 0.00108419 0.00113838 0.00143935 0.00123394 0.0016229 0.0019177 0.00158601 0.00217879 0.0017504 0.0015499 0.00139868 0.00126402 0.00117849 0.00129033 0.00132818 0.00102172 0.00119069 0.00141308
threshold=-1.0000000180025095e-35 -0.0017649999999999999 0.12238000000000002 0.10625000000000001 0.092070000000000013 0.094625000000000015 -0.42985499999999993 -0.26719999999999994 0.10681500000000001 0.19761500000000001 0.13206500000000002 0.088415000000000007 -0.077039999999999983 0.12958500000000003 0.10043500000000001 0.27772500000000006 0.10184000000000001 0.15480500000000005 0.09141500000000001 -0.073129999999999987 -0.0026499999999999996 0.11588000000000002 0.084050000000000014 0.078385000000000024 0.077490000000000017 -0.085974999999999982 -0.094679999999999986 -0.080034999999999981 -0.230625 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -8 9 10 11 12 -9 14 15 16 17 18 19 22 -21 -18 23 24 25 -14 -27 -28 -29 -30
right_child=2 -3 5 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17 21 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0038872656855260894 -0.0027781760888701372 0.00057974442363996966 0.0024715145750578696 -0.0033149613924895408 -0.0038646283082873511 8.5931145231351631e-05 -0.0037328626957924562 -0.0038534411151548219 -0.0030536496417031575 0.0031884595457141568 -0.0022491062982943175 0.0037603818657734865 -0.0018648556421992505 0.0022912292951548074 -0.002450919538814838 -0.0034088685170327779 0.0017354221870575395 -0.0027890613905209353 -0.0024892449426918324 0.0025816439145152858 -0.0012862848485344421 -0.0023256689992018228 -0.003886901349200144 -0.00325009682159756 -0.0038870459767155357 -0.0019558443568957105 0.0032885302139493188 0.0034905854909893126 -0.0030924367267253562 0.00074437290295564264
leaf_weight=0.0020916174156195844 0.0020429588054797767 0.0014288543623939267 0.0052047331538140895 0.0017167316850468231 0.0013004219239889361 0.0072119246625028666 0.0011752172435151023 0.0010026868063945918 0.0015884714911384981 0.0018492229306836796 0.0028651144019988797 0.0013850266297339422 0.0033596609802621904 0.0037843257143457256 0.0031824852780042425 0.0013814283733779567 0.015006566543664945 0.003597722944391534 0.0031632306852351624 0.0090352545092926562 0.0021971270146537028 0.0015679055445758641 0.0014655330507777889 0.0016912859688886775 0.0010170787423593444 0.0024864008913354487 0.0026815302817340117 0.0020410575516507179 0.001627808882544989 0.013274989948537826
leaf_count=239 260 130 248 288 140 157 150 50 367 25 20 24 69 72 164 26 211 25 123 100 23 31 426 43 47 44 22 13 75 298
internal_value=0 -0.00207424 4.31907e-05 -0.000104797 -4.05441e-05 0.0010859 1.83279e-05 8.76393e-05 0.000142899 0.000206637 0.000135775 0.000226943 0.000160417 0.000215883 0.000101691 0.000225537 0.000303725 -6.07316e-05 0.000162147 0.000367319 0.00182505 0.00135125 -0.000185005 7.51798e-06 0.000215516 0.000379332 0.000720313 0.00105936 0.000706577 0.000325284
internal_weight=0 0.00352047 0.0999039 0.0874872 0.0857705 0.0124167 0.0844701 0.0824271 0.0812519 0.0796634 0.0778142 0.0749491 0.0735641 0.0725614 0.0687771 0.0655946 0.0642132 0.0476387 0.044041 0.0408777 0.0112324 0.0165745 0.0296453 0.0281798 0.0264885 0.0254714 0.0221118 0.0196254 0.0169439 0.0149028
internal_count=3910 369 3541 3136 2848 405 2708 2448 2298 1931 1906 1886 1862 1812 1740 1576 1550 1308 1283 1160 123 242 1037 611 568 521 452 408 386 373
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 12 39 42 158 3 13 156 4 49 42 133 16 42 49 49 2 52 52 3 133 12 3 4 4 12
split_gain=0.000900546 0.00180724 0.00143349 0.00103363 0.00106106 0.000989341 0.00139788 0.0015247 0.00127142 0.00121091 0.0015704 0.00154541 0.00139472 0.00143255 0.0019271 0.00184847 0.00132858 0.00121423 0.00128373 0.00141599 0.00154708 0.00153614 0.00163883 0.00173537 0.00114782 0.00114215 0.00109062 0.00174254 0.00102515 0.000901158
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -1.0000000180025095e-35 -0.12394999999999999 0.085060000000000011 -0.089024999999999979 0.09908500000000002 -0.12008499999999998 0.10153000000000002 0.091280000000000014 -0.51381999999999983 -1.0000000180025095e-35 0.10138000000000001 -0.090054999999999982 -0.27337499999999998 0.090930000000000011 -0.10837499999999999 -0.045004999999999996 0.097940000000000013 -0.089799999999999977 -0.081429999999999989 0.090325000000000003 0.084760000000000016 0.095000000000000015 0.10666500000000002 -0.23071499999999998 -0.16401499999999997 -0.071274999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 10 -7 12 -11 16 15 -15 -14 18 -18 20 21 -20 -23 -24 26 -26 27 -17 -12 -4
right_child=2 -3 29 4 5 6 7 -9 -10 11 28 -13 13 14 -16 24 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033836610313157968 -0.003123904907437758 -0.0027872727271158445 0.003185071014055543 -0.0019682916881729436 -0.0019732508114301108 0.0023158369289303969 -0.00057744566911704031 0.0025058855899089631 -0.0033843209634273077 -0.0033716127874963094 0.0010635243665402191 -0.0027741979204431726 -0.0026526730374652231 -0.0029806208361682018 -0.0031342461611896955 -0.0033842624366592646 -0.0027079574059162481 0.0024880623273894962 -0.0033846390522195764 -0.0024929466637728498 0.0027609079833919624 0.00269945891902358 -0.0033367359171576948 0.0012851392501789488 -0.0030031689073636786 0.0011740007714222292 0.0025020913206971539 0.0010308523764979119 -0.0020344084839515166 0.00066019591208781893
leaf_weight=0.0010648487705942058 0.0010496365598839921 0.002908234836835887 0.0018392414259693615 0.0030999981105532806 0.0026673190738826227 0.0055383062406519912 0.0027969212947596134 0.0053444830482831662 0.0012760579400374885 0.0014090985644727915 0.002766965699265711 0.0025043917291966969 0.0032197415843420165 0.0014721254649772133 0.0015747743148049045 0.0010872494469253867 0.0026682848809222977 0.0016378453499878978 0.0015048913316491053 0.0023316102818786754 0.0024662066722243026 0.0022774853246119164 0.0017964932641234554 0.0019282982120785164 0.0016071414177938328 0.0014040609689001116 0.0053809925980488052 0.017423814411649214 0.0021913758875733436 0.013472450181311048
leaf_count=435 20 175 183 356 49 72 27 166 94 23 13 193 47 325 145 13 47 28 19 158 41 15 47 16 184 50 48 617 35 269
internal_value=0 -0.000166965 0.000701264 -7.22313e-05 -2.78076e-05 5.10574e-05 0.000124411 0.00144663 -4.00178e-05 2.64637e-05 0.00107752 -0.000179006 -5.2041e-05 4.19226e-05 0.000508974 0.000711165 -0.000663456 -0.000277885 -0.000580437 -0.000119093 0.000435875 -0.00032793 0.000438448 -0.000944024 0.000913177 -0.00105544 0.00116129 0.00077153 -0.00030563 0.000963484
internal_weight=0 0.083349 0.0163613 0.0804408 0.0793759 0.0762759 0.0736086 0.0081414 0.0654672 0.0641912 0.0104966 0.0536945 0.0511901 0.049781 0.0299502 0.0283754 0.0198309 0.0166111 0.0149733 0.012305 0.00997337 0.00750717 0.00600228 0.00372479 0.0269033 0.0030112 0.0238921 0.0185111 0.00495834 0.0153117
internal_count=3910 3438 472 3263 2828 2472 2423 193 2230 2136 120 2016 1823 1800 1382 1237 418 371 343 296 138 97 78 63 912 234 678 630 48 452
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=31
num_cat=0
split_feature=1213 132 0 1 38 124 52 39 42 160 474 402 2 151 133 146 4 457 12 13 43 2 1 49 4 3 4 15 1 52
split_gain=0.000864298 0.000886302 0.00118716 0.00125547 0.00110756 0.00146992 0.00133865 0.00121676 0.0024324 0.00121419 0.00160405 0.00173975 0.00163254 0.00127852 0.00145398 0.00144327 0.00188557 0.00170537 0.00149827 0.00167331 0.00151679 0.00141861 0.00175074 0.00114364 0.00131208 0.0014843 0.000991963 0.000974419 0.000967545 0.000964104
threshold=-1.0000000180025095e-35 0.079995000000000011 -0.075584999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.42985499999999993 0.15608500000000003 -0.10770999999999999 -1.0000000180025095e-35 0.084655000000000022 0.084995000000000015 0.11635500000000001 -0.091204999999999981 -1.0000000180025095e-35 0.10949000000000002 0.074650000000000008 -1.0000000180025095e-35 0.098845000000000016 -0.083514999999999992 -0.50329499999999994 0.11635500000000001 0.077800000000000022 -0.085974999999999982 -0.0025899999999999994 0.090325000000000003 -0.04133499999999999 -0.10071499999999999 0.11866500000000001 0.11262000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7 8 -8 10 11 12 -10 -11 -15 16 18 -18 19 -16 -21 22 -22 -24 -25 27 -12 -26 -6 -20
right_child=1 2 -4 -5 28 6 7 -9 9 13 26 -13 -14 14 15 -17 17 -19 29 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0017575604824708634 0.0013350710851555928 -0.0031885426376122433 0.0021072191808433976 0.0012937737622345062 -0.0028539823382120154 -0.0031885851449411596 -0.0031815335804573335 0.002777658203697588 -0.0031812254280576256 -0.0015227416487161622 -0.001667452524607023 0.0020635235807815447 0.00030229533070352522 -0.0015666457366056278 0.0016290121255197714 -0.0028212824181374561 -0.0019587022791555295 0.001878260872208191 -0.0031889739184649125 0.0031199352933870502 -0.0025676089997356995 0.0018536367848348855 -0.0030372666333687492 0.0017772015688091141 0.0002732766049009725 0.0007531478208449671 0.0014512042176546831 -0.0031893670710677704 0.00067647363000767149 0.00031526841157519884
leaf_weight=0.0028341812209857755 0.0077881361484983804 0.0010996825305045199 0.004486129064443122 0.0015041302738652007 0.0025603298674283783 0.0014183875134345927 0.0025456246480417546 0.0015032454507917228 0.0053858746366231003 0.0040625665511502254 0.0014602571250073026 0.001067905817297099 0.0018331084435052603 0.0037867857106381733 0.0079365051810222909 0.0013048099935986093 0.0012933330463056345 0.013155038335685987 0.0021009983077098218 0.0013928614666838248 0.0038072285662038565 0.0026240049555781289 0.0012241324307069581 0.0036781485057239991 0.0012527877670436283 0.0042688325849553621 0.0035754784567871853 0.0024261082231618186 0.0011407188207783747 0.0012870716352604283
leaf_count=592 251 117 128 95 48 321 140 34 528 75 35 73 56 359 155 7 20 174 69 9 154 15 21 125 7 26 176 49 29 22
internal_value=0 2.97862e-05 0.00111325 -0.000599267 -5.96603e-05 1.71798e-05 -0.000120793 -6.11632e-05 -0.000120873 -7.83117e-06 -0.000872355 -0.00173478 -0.00229666 0.000199318 0.00033506 0.000485868 0.000578774 0.0015348 0.000147099 0.000384516 -9.32287e-05 -0.000325345 -0.000668599 -0.000105956 0.000202693 -0.000525978 0.00054686 -0.00201022 -0.00176584 -0.00185777
internal_weight=0 0.0929702 0.00708994 0.00260381 0.0858803 0.0821792 0.0743911 0.0729727 0.0714695 0.0689238 0.0133226 0.00828689 0.00721898 0.0556012 0.0515386 0.0477519 0.0464471 0.0144484 0.0319987 0.0286106 0.0206741 0.0192812 0.0166572 0.01285 0.0116259 0.00794773 0.00503574 0.0036789 0.00370105 0.00338807
internal_count=3910 3318 340 212 2978 2901 2650 2329 2295 2155 868 657 584 1287 1212 853 846 194 652 561 406 397 382 228 207 82 211 56 77 91
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=31
num_cat=0
split_feature=1 403 151 52 52 42 42 12 12 43 3 49 2 133 106 14 3 11 3 48 147 3 49 12 4 15 41 43 38 13
split_gain=0.000800259 0.00108556 0.000904372 0.000934593 0.00158692 0.00144288 0.000932872 0.00133091 0.00136022 0.00101093 0.00191495 0.00149152 0.000899377 0.000914178 0.00101291 0.00104293 0.00102671 0.00138388 0.0013326 0.00111057 0.00175312 0.00115359 0.00133991 0.00139909 0.00110396 0.00108508 0.00107204 0.000947646 0.000920642 0.00128855
threshold=0.077800000000000022 -0.080924999999999983 -0.083919999999999981 0.11401500000000002 0.10701500000000001 0.091955000000000023 -0.09361499999999999 0.10058500000000002 0.090840000000000018 -0.083899999999999988 -0.084129999999999996 0.090445000000000011 0.14808000000000002 0.085625000000000021 0.092305000000000012 0.073890000000000011 -0.10315499999999998 0.080455000000000013 -0.077894999999999978 -0.09386499999999999 1.0000000180025095e-35 -0.074234999999999982 -0.13451999999999997 0.051320000000000005 0.24280000000000004 0.024640000000000006 0.081670000000000006 -0.0037249999999999996 0.10386000000000002 -0.089899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 -8 -11 13 14 15 16 17 25 27 -20 21 -21 -23 28 -19 -2 -26 -18 29 -24
right_child=12 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 -16 -17 18 24 19 20 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0039646261144791308 0.0038825329943028529 -0.0028221458605184832 -0.0026965795403397796 -0.0028112854977214293 0.0036166610801627009 -0.002717740314714669 -0.0022165882198954983 -0.0039651289905899756 0.0023429347655968295 -0.0019702814723040318 0.0035944905623343029 0.0019261611031728108 0.0026346620198724399 0.0023406183901825066 -0.0038778052165256613 -0.0025013955014704997 -0.0032492624447263041 -0.0033335829445405585 -0.0033950825012891506 0.0024393333208590248 0.0038517761916548481 -0.0036468549604946575 0.0030528559924375802 -0.0028991304903668766 0.0030823889012318419 -0.00057514335058538567 -0.0012741614607871777 0.0011185015281333236 -0.0024714188248688958 0.0001913697315544016
leaf_weight=0.0014013924254077095 0.0037637851062726213 0.002221400109700066 0.0016647788885163486 0.0019782023564303133 0.0017889260476593441 0.0032259156471190478 0.0013711534452749419 0.0010323779750205367 0.0052719958441058692 0.0056656525790588289 0.0025462301499210513 0.0021223127264549113 0.0023509172914231149 0.0028117366392521595 0.0010263557585403751 0.002326063897697849 0.0031646119686223884 0.0012514953358859771 0.0013212433229057288 0.0030258916485337217 0.0020675336311057882 0.0016088752444289858 0.0027532561206129449 0.0023191274695957267 0.0018531568921389407 0.0011116780908189128 0.0017039430986187654 0.0010363300121785093 0.0017665138079792078 0.024315744754941811
leaf_count=515 72 204 146 259 27 207 82 63 103 320 39 60 140 307 8 85 248 102 33 67 61 22 100 112 36 17 22 91 22 340
internal_value=0 -0.000557153 -0.000391857 -0.000189415 2.06593e-05 -0.000260252 0.000142689 0.000405144 0.000670897 -8.21758e-05 0.00156051 -0.000908455 0.000229902 0.00013445 2.44953e-05 9.68044e-05 0.000210698 0.0013778 -4.9849e-05 0.000177678 0.000302371 9.7324e-05 -0.000118974 6.32119e-05 -0.000131205 0.00286612 0.000995488 -0.00217178 0.000301461 0.000482419
internal_weight=0 0.0302903 0.0288889 0.0266675 0.0246893 0.0229004 0.0196745 0.0180097 0.0169773 0.0117053 0.00391738 0.00778797 0.0615783 0.0592273 0.0564156 0.0553893 0.0530632 0.00968406 0.0433791 0.0391782 0.0378569 0.0357894 0.0327635 0.0311546 0.0048086 0.00487546 0.0035571 0.00420094 0.0288355 0.027069
internal_count=3910 2025 1510 1306 1047 1020 813 667 604 501 121 380 1885 1745 1438 1430 1345 249 1096 757 724 663 596 574 160 89 58 339 462 440
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=31
num_cat=0
split_feature=51 131 1 44 3 47 2 457 0 50 133 42 43 376 4 52 3 3 12 457 12 15 2 2 16 484 42 160 49 41
split_gain=0.000766065 0.00114328 0.00111369 0.00142862 0.00129513 0.00146202 0.00120691 0.00116945 0.0013036 0.00112011 0.00108737 0.00109413 0.00106385 0.00115208 0.00178747 0.00122714 0.00110097 0.00105945 0.00143728 0.00105677 0.000943818 0.000920887 0.000914117 0.00142703 0.0015904 0.00109704 0.00108132 0.000978059 0.00111855 0.00100289
threshold=-0.40274499999999996 0.10350000000000001 0.14000500000000002 1.0000000180025095e-35 0.31335500000000011 0.11896000000000002 0.11542500000000001 -0.0015249999999999997 -0.23274999999999998 0.10625000000000001 0.10681500000000001 -0.10770999999999999 -0.18906999999999999 1.0000000180025095e-35 -0.49837999999999999 0.092885000000000009 -0.16059999999999997 0.12566000000000002 0.09112000000000002 0.084160000000000013 0.090385000000000007 -0.024209999999999999 0.113945 0.10274500000000002 0.050115000000000007 -0.0043499999999999988 -1.0000000180025095e-35 0.091575000000000017 0.0068800000000000016 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 -1 3 4 5 6 7 -2 -9 10 11 -10 -13 14 -14 16 -16 18 -8 -15 -17 -4 23 25 -25 -18 -27 28 29 -28
right_child=2 -3 21 -5 -6 -7 17 8 9 -11 -12 12 13 19 15 20 22 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0038869789968942661 -0.0021284614983225012 0.0011209343842992553 0.0036388464295927093 -0.0027426403299266899 0.0038868866033655138 -0.0029292317162942934 0.0036483410372685509 0.0033606168928534447 -0.0025385681883785842 -0.0036523120451169358 -0.0037364722400293239 0.0018661278622271597 -0.0038872323820270806 0.0037938105362739795 0.0023944041202945119 -0.0030756671431193677 -0.0038872863645979319 -0.00062984941961745041 -4.5943204238784261e-05 -0.0004316068654320553 8.0770167212892283e-05 -4.8238669492973932e-05 -0.003604153171579038 0.0031934142352907507 -0.0014026242187441761 -0.0028656783062187487 0.0009380052800430081 -0.0018188308796721459 -0.0027716760663475904 -0.0025891986041006788
leaf_weight=0.0018119558957110362 0.0040900761701103674 0.0011107697869476851 0.0023086111314754021 0.0028928210866610007 0.0012991451111545862 0.0025346044479448429 0.0040814574831884443 0.0017132517126441293 0.0023172362137724436 0.0012956574516098654 0.0011522362853682014 0.0051676153427138152 0.0018609039534282978 0.0022217394586050423 0.0033181547180802648 0.0032023958005789046 0.0011685194931114742 0.0028260594505411518 0.0026069550255360951 0.0014962227612613788 0.0025869950714891843 0.0018378538413230663 0.0010036084302669215 0.0041409386552722074 0.001567961346985669 0.0019015425278978695 0.018938043351688832 0.0032357829964020359 0.0014958527431154769 0.001301370061241868
leaf_count=130 275 15 127 62 64 84 136 35 132 260 396 51 117 76 73 161 181 41 147 34 160 30 5 51 36 387 455 57 96 36
internal_value=0 -0.00198374 3.9762e-05 -6.03048e-05 3.8512e-05 -2.62286e-05 7.22841e-05 -0.000116482 1.82321e-05 -7.82153e-05 1.52016e-06 7.71822e-05 0.00018818 1.27956e-05 -0.00015639 1.89926e-06 0.000255409 0.00136537 0.00220841 0.00209337 -0.00166521 0.00200461 5.11847e-05 0.000159882 0.0019311 -0.000200722 -4.04163e-05 0.000174727 0.000471513 0.00071121
internal_weight=0 0.00292273 0.0855636 0.0814171 0.0785243 0.0772252 0.0746906 0.0651761 0.061086 0.0593728 0.0580771 0.0569249 0.0546076 0.04944 0.0457221 0.0438612 0.0380718 0.00951447 0.00668841 0.00371796 0.00578939 0.00414646 0.0347536 0.03375 0.0057089 0.0280411 0.0268726 0.024971 0.0217353 0.0202394
internal_count=3910 145 3765 3608 3546 3482 3398 3074 2799 2764 2504 2108 1976 1925 1815 1698 1377 324 283 110 321 157 1304 1299 87 1212 1031 644 587 491
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=4 482 480 1212 1429 4 1372 14 1 0 151 49 38 3 484 4 4 51 12 159 42 43 1373 123 40 106 12 1374 150 9
split_gain=0.00287718 0.00358351 0.00316478 0.00292069 0.00250014 0.00259064 0.00246141 0.0025226 0.00282709 0.00328072 0.00256025 0.00295492 0.00271184 0.00258218 0.00238332 0.00207978 0.00246327 0.00260237 0.00261865 0.00273564 0.00295068 0.00267051 0.00198627 0.00194783 0.00241476 0.00331732 0.00217608 0.00241387 0.00355448 0.00452435
threshold=0.51224500000000017 0.091725000000000015 0.086640000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.43006500000000009 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 -0.52174999999999983 0.10447000000000002 0.10386000000000002 0.30601500000000009 0.085515000000000022 -0.49837999999999999 -0.39075499999999991 -0.031524999999999991 0.10058500000000002 0.10276500000000001 -0.084869999999999987 0.083940000000000015 0.086185000000000025 0.10400500000000001 -0.083709999999999993 0.092305000000000012 0.11655500000000001 -0.094679999999999986 0.075065000000000007 0.081505000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8 -10 12 13 14 22 -11 -17 -18 19 20 -19 -22 23 24 -12 26 27 -26 29 -29
right_child=-2 -3 -4 4 5 -7 7 -9 10 15 11 -13 -14 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0013730820729802066 0.001146660260774251 -0.0012893117049881564 -0.001136604722097991 -0.00097324724502457864 -0.0013736881058290116 0.00095159663197113035 -0.00067571083291876526 -0.00071441407437334019 -0.0012105696941166306 -0.00061065887063484127 0.0010857952546230922 0.00082494263813337129 -0.001092037120646705 0.0013730735830084538 0.00095133483025686702 0.00082566738149491496 -0.0013731310994534972 -0.0013730413174015985 -0.0013733195183880892 -0.001373745667120331 0.00079462114993108352 -0.00029422764070183256 -0.00086331504316802951 -0.0010727731692938109 -0.00050830353704198238 -0.0013747717538627926 -0.00078803140928841286 0.00022037854474030199 0.00081805148735878677 -0.0013407388153305407
leaf_weight=0.0029242229208001893 0.0037818091846588677 0.0043875247069280468 0.004813184047950613 0.004774660692206111 0.002408731661560636 0.0056116611961556364 0.017960296720692874 0.0083721664332969681 0.0024506585382937365 0.0081651936916386988 0.0049396328941497805 0.012996147279579873 0.00330810648483748 0.0032601464758954526 0.0062632288158113161 0.0080726068663352565 0.0024906331774872106 0.0017312242928078083 0.0021124076055407661 0.0018777592691776581 0.015237869231661726 0.0058849093693140722 0.004054160616085766 0.0025115411498859421 0.0079981937651609769 0.0027867066182807312 0.0044091337336951133 0.045370342430437915 0.01766004437462243 0.0037913492506049798
leaf_count=276 168 156 225 167 47 87 739 109 22 31 86 91 17 68 59 23 129 136 116 36 242 43 37 18 27 3 20 544 142 46
internal_value=0 -6.11111e-05 -3.59579e-05 -1.06617e-05 8.63142e-06 3.18717e-05 5.5543e-06 2.27053e-05 5.60038e-05 -0.000178767 0.000178465 0.000206987 0.000131473 0.000170752 0.00013147 1.70802e-05 0.000154101 -3.07059e-05 9.38458e-05 0.00021916 0.000350039 0.000491263 7.65628e-05 0.000119153 0.000153579 9.74341e-05 0.000149216 0.000204448 0.00028976 9.99852e-05
internal_weight=0 0.218624 0.214237 0.209424 0.2065 0.201725 0.196113 0.193704 0.185332 0.0635329 0.121799 0.119349 0.106353 0.103044 0.0997843 0.0455726 0.0374074 0.0293348 0.0268442 0.0247318 0.022854 0.0211228 0.0935211 0.0894669 0.0869554 0.0820158 0.0792291 0.0748199 0.0668217 0.0491617
internal_count=3910 3742 3586 3361 3085 2918 2831 2784 2675 1495 1180 1158 1067 1050 982 756 725 702 573 457 421 285 923 886 868 782 779 759 732 590
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=31
num_cat=0
split_feature=1213 4 482 480 403 146 1 130 3 15 39 47 44 43 14 3 376 47 48 11 457 1 47 0 0 43 1375 1 9 16
split_gain=0.000708668 0.000798186 0.00121195 0.00095104 0.000902004 0.000769366 0.00102407 0.00104975 0.000854686 0.000913175 0.00131508 0.00101447 0.00084247 0.00086014 0.000863207 0.000990612 0.000977242 0.000962356 0.000921616 0.00116026 0.00116105 0.00111548 0.000947315 0.000927218 0.00154308 0.00175675 0.00144985 0.00142175 0.000974402 0.000918151
threshold=-1.0000000180025095e-35 0.51224500000000017 0.091725000000000015 0.086640000000000009 -0.084084999999999979 0.10949000000000002 0.12811000000000003 -0.10152499999999999 -0.072459999999999983 -0.073314999999999991 0.16168500000000002 0.13283000000000003 1.0000000180025095e-35 0.24789500000000006 0.083835000000000007 0.30601500000000009 0.048375000000000008 0.11896000000000002 -0.064549999999999982 0.088315000000000018 -0.0015249999999999997 0.10339500000000001 0.10783500000000001 -0.10783 -0.089879999999999974 -0.083254999999999982 -0.43271999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.31524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -10 11 -11 13 14 15 16 17 18 -9 20 21 -20 23 26 28 -26 -22 -28 -25 -27
right_child=1 -3 -4 -5 5 -7 8 12 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.0018108515239432649 -0.0028838243289522831 0.0028469393377464269 -0.003202066343524513 -0.0025397251782649823 -0.0030388438451105703 -0.0025263252008050478 0.0032548147286177451 0.0017746001000170509 0.0023855949250356947 0.00048431666731526364 0.0028746297011531673 -0.003436136256839634 -0.0024164849836816882 -0.00223737385482169 -0.0026917864715831391 0.0034514123051722283 0.0017560758726509057 -0.0027356166245318891 -0.0033083645130554339 -0.0026050808028381753 -0.0014051615192231955 0.00081017900336308917 0.0022696772139918528 0.00027481591355205375 0.0013682825400133515 -0.00036645464269753164 -0.00083820989463492899 0.0017661055327371233 -0.0034517196481228304 -0.0034516466386664783
leaf_weight=0.0025646356118507177 0.0011895996859654359 0.0011819086906328371 0.0013923735415617413 0.0016608006861722471 0.0012897187623845943 0.0012644549642573102 0.002037847889994282 0.0039686884370340172 0.0024564370458648455 0.0016260913949111 0.0011696572737491806 0.0015219827821510989 0.0015427572463551078 0.0017304333897691917 0.0011833405616776807 0.0011540931650131361 0.004591112309967115 0.0013898241485144061 0.0021443276247832257 0.0018903505851213245 0.0030309496451081932 0.0012340454958348346 0.002714985880437836 0.0012261022202437744 0.0081945752126906229 0.012497177984619499 0.0031700755688568319 0.011755181702227446 0.002624969757973424 0.0012652441950979912
leaf_count=592 411 167 155 216 47 9 29 142 86 52 15 14 46 181 60 47 109 57 182 73 14 25 51 3 216 457 49 109 176 120
internal_value=0 3.07784e-05 -9.3634e-06 4.51652e-05 9.89189e-05 0.00014402 0.000187638 4.53668e-05 0.00129517 0.000705651 -0.0002501 -0.00141108 0.000104465 0.000163602 0.000228484 0.000283466 0.000224207 0.000101052 0.000171811 4.88888e-05 0.000149514 -0.00180395 0.000291503 0.000168784 -0.000250233 0.000103187 0.000771027 0.00121296 -0.00226527 -0.000650091
internal_weight=0 0.0840991 0.0829172 0.0815248 0.079864 0.0786744 0.07741 0.068598 0.00881202 0.00677417 0.00431773 0.00314807 0.0673082 0.0657655 0.064035 0.0628517 0.0616976 0.0571065 0.0557167 0.051748 0.0498576 0.00337837 0.0464793 0.0437643 0.0258081 0.021957 0.0179562 0.0149253 0.00385107 0.0137624
internal_count=3910 3318 3151 2996 2780 2369 2360 2164 196 167 81 66 2117 2071 1890 1830 1783 1674 1617 1475 1402 207 1195 1144 972 793 172 158 179 577
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=160 1 3 15 151 15 52 39 47 50 4 48 12 46 3 42 474 4 2 12 4 15 48 2 160 4 132 49 52 13
split_gain=0.00291952 0.00294788 0.00340514 0.0035582 0.00378999 0.00397237 0.0031034 0.00292902 0.00330835 0.00523452 0.00420971 0.00331726 0.00378078 0.00295324 0.00286047 0.00259306 0.00258744 0.00256515 0.00373914 0.00242019 0.00241071 0.0029706 0.0024005 0.00284773 0.00286923 0.0023822 0.00225511 0.00287722 0.00373363 0.00382737
threshold=-0.40446999999999994 0.094385000000000011 -0.115685 -0.0058549999999999991 -0.0074049999999999993 -0.089594999999999994 -0.40083499999999994 0.085220000000000004 0.09252500000000001 0.11644500000000001 -0.17479499999999998 0.12862000000000004 0.11540500000000002 0.092020000000000005 -0.069909999999999986 0.10056500000000002 -1.0000000180025095e-35 -0.49837999999999999 0.10679500000000001 0.084100000000000022 -0.029114999999999999 -0.106555 -0.086624999999999994 0.09580000000000001 0.084480000000000013 -0.0031049999999999997 0.079995000000000011 -0.031434999999999998 0.10062000000000001 -0.10939499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 5 25 15 8 9 10 -8 12 16 -9 19 -3 -12 -16 -19 -5 -10 -22 -18 24 -24 -4 27 -2 29 -29
right_child=1 6 3 14 -6 -7 7 13 20 -11 11 -13 -14 -15 17 -17 22 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00099436451022485192 0.0011025430720708277 -0.0013731506737534702 -0.00092259584802669673 0.00041373117021270539 -0.0010438696527141603 -0.0011433349612595025 -0.0010333170640268448 0.00087383491906391187 0.00061209528258458269 -0.0012946598652229843 -0.00069805847085715209 -0.00052347209967179044 -0.00038874518518868293 -0.00085679407369536765 -0.00066489375971298019 0.00049468061134996452 -0.00034213025131860368 0.00065794434340348624 -0.00077746626925728789 -0.00090903324578997741 -0.00012305476767201563 -0.0012332107600739582 0.00082424592187215037 0.0012893923868467505 -0.00070557433939338855 0.00050695114260875798 0.00099759441555891874 0.00070132244542559343 0.0012012902097283161 -0.00095542853599529342
leaf_weight=0.0057463282829708353 0.003908162160541905 0.0043270230729035566 0.0027482762459882801 0.0035593886315368204 0.018935112535205079 0.0057028450604228445 0.0036418388107222191 0.017658925996997255 0.0042193610879621693 0.0037132853396428791 0.0021095977353979825 0.0053643994779122286 0.0060470146707984887 0.0020770054979948318 0.0051325039693210775 0.0020714756357165243 0.002853104662790428 0.019478853199103696 0.0041488925953174762 0.0097429647263460595 0.01232364734994462 0.0071952327572688555 0.0097929472874227486 0.02035320065769497 0.0030242493257475198 0.010953376535553616 0.0060802899386089839 0.0035831407687965085 0.0029100078386363739 0.0098599145817459578
leaf_count=305 16 150 58 69 694 226 24 310 17 52 3 17 23 9 43 10 19 87 76 949 56 82 121 238 21 52 54 25 11 93
internal_value=0 -2.72471e-06 -0.000164058 -0.000304407 -0.000606912 -0.000180524 0.000158566 0.00021766 0.000101639 0.000281249 0.000391274 0.000495991 0.000619775 0.000691704 -2.86773e-05 -0.000768451 0.000779702 0.000214804 0.000405895 -0.000555093 -0.000328882 -0.000532291 0.000866243 0.000970179 0.000463281 0.000220213 0.000264329 4.42804e-05 -0.00020863 -0.000513835
internal_weight=0 0.213516 0.106744 0.0804022 0.0383396 0.0194045 0.106772 0.100374 0.0806379 0.0568996 0.0531864 0.0495445 0.0441801 0.0197359 0.0420626 0.0063985 0.0381331 0.0287602 0.0236277 0.0133024 0.0237382 0.0195189 0.0360235 0.0331704 0.0128172 0.0137017 0.0263415 0.0202612 0.0163531 0.0134431
internal_count=3910 3605 2453 2254 1030 336 1152 992 673 518 466 442 425 319 1224 160 402 206 163 1018 155 138 399 380 142 110 199 145 129 118
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=31
num_cat=0
split_feature=51 42 124 2 50 15 15 14 3 15 15 133 133 1374 49 52 52 403 159 13 12 1 40 42 34 13 15 456 1 1374
split_gain=0.000707663 0.00104077 0.00101245 0.00102274 0.000808046 0.000874887 0.00104103 0.00111488 0.00125454 0.000937965 0.000944963 0.00128568 0.000922769 0.00101835 0.000957074 0.00149267 0.00114099 0.0010618 0.0010382 0.000925462 0.00152589 0.00153273 0.00103724 0.00138942 0.00114531 0.000912107 0.00117977 0.000904948 0.00101805 0.00143568
threshold=-0.40274499999999996 0.10056500000000002 0.51367000000000018 0.16971500000000003 0.14262000000000002 -0.26361999999999991 -0.19153499999999998 0.077685000000000018 0.30601500000000009 -0.15202999999999997 -0.11739999999999999 0.084285000000000013 0.10681500000000001 0.086000000000000007 0.13906000000000002 0.11401500000000002 0.40565000000000007 0.090530000000000013 0.10701500000000001 -0.090744999999999978 0.088325000000000015 0.076710000000000014 -0.08347499999999998 -0.10770999999999999 -0.083449999999999983 0.11596500000000001 0.084050000000000014 1.0000000180025095e-35 0.094695000000000015 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 8 9 -8 11 -11 13 14 15 17 -17 18 19 20 21 -12 -21 -24 -25 26 27 28 29 -26
right_child=2 -3 -4 -5 -6 6 7 -9 -10 10 12 -13 -14 -15 -16 16 -18 -19 -20 22 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0033838250697124021 0.0011982587336763161 0.00095565426400365814 0.0031134674257296728 0.0033836789813331369 -0.0027301713418516494 -0.0021741699221435877 0.0024380514691373363 -0.0033838720487582713 0.0033837315467191089 -0.0028645518082480864 -0.0021400945102646946 0.0012041089768853423 -0.0026568961421759487 -0.0025182128649527593 0.0023029011025061767 -0.003037928807176446 0.00043179714510182399 -0.0030932869677431432 -0.0024023056853012389 0.0026147529407909939 0.002558669314974399 0.0019629197123417095 -0.0028356409226557968 -0.0025233203603880596 -0.0033848153518970512 0.0015051674478352929 -0.0021499270257966338 -0.0027269328638954548 0.0015016263560379303 0.00025155061250620837
leaf_weight=0.0016632565831251602 0.0062870876521188271 0.0010212313786261973 0.0012030718978621726 0.0010021217955014086 0.0012728511214188378 0.0027121027721417326 0.0016977668781308344 0.0011216371381923542 0.0012440619917981613 0.0029838360792151511 0.0021922117260739782 0.0012665524590351751 0.0014640381118020676 0.001701994923528182 0.0022456018756784593 0.0029859988749907354 0.0017042967657880936 0.0010862985893922419 0.0015908591948363684 0.0018608688452559355 0.005181637986181542 0.0019871197405620933 0.0018459701160697941 0.0017154232835991925 0.0013464112981154122 0.0060207973299952746 0.0025302551086490146 0.0011023231966169602 0.0069616248020079033 0.016179633332991106
leaf_count=126 255 19 11 93 47 108 28 105 65 94 91 50 455 80 42 167 167 206 107 74 65 46 86 26 20 42 427 117 224 467
internal_value=0 -0.001733 3.22503e-05 -1.33502e-05 -5.57498e-05 -1.26684e-05 -0.000117347 -3.76764e-05 1.68005e-05 -4.51149e-05 -0.000109036 -0.00165215 -2.73968e-06 6.17661e-05 0.00013678 5.03686e-05 -0.00177715 0.00021648 0.000287655 0.000375123 0.00133182 -0.000189261 0.000148762 2.7049e-05 0.000174427 0.000309975 5.40741e-05 0.000271999 0.000406997 -2.78076e-05
internal_weight=0 0.00268449 0.0824945 0.0812914 0.0802893 0.0790164 0.0727293 0.0700172 0.0688956 0.0676515 0.0659538 0.00425039 0.0617034 0.0602393 0.0585373 0.0562917 0.0046903 0.0516014 0.0505151 0.0489243 0.00936097 0.00417933 0.0395633 0.0377024 0.0358565 0.034141 0.0281202 0.02559 0.0244877 0.017526
internal_count=3910 145 3765 3754 3661 3614 3359 3251 3146 3081 3053 144 2909 2454 2374 2332 334 1998 1792 1685 202 137 1483 1409 1323 1297 1255 828 711 487
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=1 0 2 13 13 151 132 16 16 2 1 3 11 52 47 4 13 4 48 51 51 2 4 16 1374 0 403 2 4 45
split_gain=0.00397372 0.00464828 0.00294321 0.00320881 0.00298755 0.00287566 0.00316885 0.00361659 0.00267428 0.0026403 0.0048577 0.00416422 0.00693438 0.00331271 0.00332855 0.00347203 0.00306802 0.00303911 0.00297991 0.00290558 0.00295619 0.00255865 0.00236071 0.00271021 0.00229169 0.0033476 0.00228502 0.002194 0.00564677 0.0019783
threshold=0.077800000000000022 -0.070894999999999986 0.075670000000000015 -0.083514999999999992 -0.084084999999999979 -0.52174999999999983 0.080815000000000012 0.099280000000000021 -0.50763499999999995 1.0000000180025095e-35 0.094695000000000015 0.076695000000000013 0.080455000000000013 -0.0066199999999999991 0.077735000000000012 -0.081189999999999984 -1.0000000180025095e-35 0.28937500000000005 0.10990500000000002 0.12190000000000002 0.094915000000000013 -0.13811499999999996 -0.49837999999999999 0.31524000000000002 -0.094679999999999986 -0.23029999999999998 -0.080924999999999983 0.10113500000000002 -0.069259999999999988 -0.080134999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -2 9 -8 -4 10 21 12 -11 16 15 -15 -13 -14 -16 20 24 -7 23 -3 -18 -26 -24 -28 -29 -12
right_child=5 22 3 -5 -6 6 7 -9 -10 11 29 13 17 14 18 -17 19 -19 -20 -21 -22 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.00093832128407979733 -0.0010616046370890892 -0.0012196731642971808 0.00048978569961415585 -0.0011237837847528642 0.0005548109342049213 0.0007576183901680392 0.0010912258523390454 -0.0012021996116438178 -0.00085152889938770065 0.00095627612260341856 0.0012197958585670173 0.00086296399904196527 -0.0012193134334497256 -0.00050657885368280407 -0.001055240320271385 0.00089941362625252537 -0.001219895629069555 0.0003670637472226202 0.00024378704544795492 -0.0012204182392013803 0.00077989802911651379 -0.001165736604127488 -0.0012194274964025678 0.00013691996620912773 0.00047253176634049718 -0.00069206770930256719 0.00055058435029754543 0.0006004927591956947 -0.00098100969035611356 -2.5064352517820398e-05
leaf_weight=0.0017984218778792629 0.0031203979294787123 0.0043095221698976616 0.002710179394171063 0.013270127559164457 0.0042743191671377181 0.001171771525605437 0.0082252380088050359 0.0011667901947021173 0.011945608648229468 0.02047732681052139 0.0019915285520255557 0.0032656810395224048 0.00363481144776756 0.0031770398023809312 0.003916686739103171 0.014628701566920199 0.0039742093667882719 0.0035449958895696909 0.0079534465735378035 0.0050709455987316679 0.0038093119819677659 0.0083706532457625826 0.0016382569210122702 0.0044467892730608582 0.006568319489815619 0.0083070023657683158 0.016971097105340505 0.0075003052507796033 0.0060708568928156134 0.040036044271943183
leaf_count=7 29 34 15 1007 39 16 156 21 589 235 9 63 125 18 28 108 14 22 35 20 8 401 72 7 29 101 48 30 177 447
internal_value=0 -0.000246228 -0.000579389 -0.000664155 -0.000341952 9.66319e-05 0.000120841 0.000806309 -0.00060349 7.48222e-05 -0.000144356 0.000202788 0.000594828 2.40758e-05 0.000315197 0.000648545 -0.000254651 -0.000436047 -0.000184842 -0.00038627 -0.000199592 -0.000929556 3.04674e-05 -0.000530743 -0.000397537 -0.000177829 0.000183173 0.000258407 -0.000106969 3.39249e-05
internal_weight=0 0.0749355 0.0339987 0.0322002 0.0189301 0.152411 0.149291 0.00939203 0.0146558 0.139898 0.05157 0.0883285 0.0276571 0.0606713 0.0296759 0.0178057 0.0309955 0.00717981 0.0118701 0.0277298 0.0226588 0.00954242 0.0409368 0.00875631 0.0188495 0.0148753 0.0321805 0.0305423 0.0135712 0.0420276
internal_count=3910 2025 1657 1650 643 1885 1856 177 604 1679 873 806 382 424 189 126 235 147 63 172 152 417 368 41 144 130 327 255 207 456
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=31
num_cat=0
split_feature=1429 4 482 484 42 133 1374 1 133 160 2 38 3 124 484 403 0 47 42 33 49 43 16 1 150 1374 2 4 0 42
split_gain=0.000729229 0.000895806 0.00107734 0.000735501 0.00115774 0.00110322 0.000848343 0.000878293 0.000892944 0.00115971 0.000936939 0.00111541 0.00109424 0.00110289 0.000886333 0.000897737 0.000805204 0.000817417 0.000970068 0.000987746 0.000996023 0.00112754 0.0012405 0.000996282 0.00113509 0.00174268 0.00125121 0.000952705 0.000922078 0.000780356
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 0.085515000000000022 0.083425000000000013 -0.26719999999999994 0.090240000000000015 0.087545000000000026 -0.15129499999999999 -0.082384999999999986 0.13754500000000003 0.084445000000000006 0.16699000000000003 -0.086804999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.039665000000000006 0.13206500000000002 -0.11403999999999999 -1.0000000180025095e-35 0.24887500000000004 -0.073139999999999983 0.050115000000000007 0.11215000000000001 0.11717500000000002 -0.080239999999999992 0.082715000000000025 0.08734500000000002 -0.10209999999999998 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 14 -9 -10 11 12 13 -11 -7 -16 17 18 -15 -20 21 27 23 24 25 -23 28 -21 -27 -17
right_child=1 -3 -4 4 -6 6 -8 8 9 10 -12 -13 -14 16 15 29 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0026454810506244377 -0.0040439772111345368 0.0028084507298326167 -0.003801669807101071 0.0026558692825760281 -0.0015542310843589015 -0.0040440081614872177 -0.0030295637259558986 0.0038894097060709993 -0.001966610972422777 0.0040439959426578007 0.0026897810430611293 -0.0025046381508115069 0.004043922068800959 -0.0035965366391322493 -0.0030763389979964876 -0.0026895001001568187 0.0034535861971009157 -0.002423922825560663 -0.0027987245761661055 0.00058430531657877743 -0.0033439591416212994 -0.0040451866024601903 -0.003919043968465822 -0.0012114655826164116 0.0040448174299295364 -0.0037536861637204582 0.0021124108217422119 0.0039787896929619516 0.00095431640365300867 3.0293783557536223e-05
leaf_weight=0.0017042884908002867 0.0011324449392767768 0.0018504287505471942 0.001224145693415001 0.0038125367774632926 0.0014835898617824306 0.0011102355537113686 0.0015014870738943023 0.0011755452816757375 0.0033449164856742533 0.0012741543727372564 0.0029898652632311942 0.0021294862751801693 0.0013768564589611279 0.0010283335165830456 0.0018557216927794764 0.0018582257559756057 0.0011953923755498854 0.0020043316722961882 0.0014785238663534974 0.0025429060066972644 0.001000192426204193 0.0011716158987837852 0.0010792143451752159 0.003966485166927213 0.0018426510531526228 0.0012138811798649736 0.0067969706578878686 0.0028865781735021301 0.0015471622557932212 0.024041917954698899
leaf_count=181 222 210 147 96 162 377 58 19 122 61 107 30 51 19 629 143 75 26 23 148 19 6 38 40 32 12 50 34 179 594
internal_value=0 2.69347e-05 -3.73503e-05 2.10973e-05 0.00147651 -8.37095e-05 -2.17758e-05 4.19117e-05 0.000414793 0.000314852 0.00051822 0.000330216 0.000516506 0.00035998 -0.000501211 -0.000359499 0.000202221 6.61278e-05 0.000254077 0.0004092 0.000606433 0.000777869 0.000281359 0.000555451 0.0011129 0.000609391 0.00117995 0.00238898 -0.00111554 -0.00016484
internal_weight=0 0.0819158 0.0800654 0.0788412 0.00529613 0.0735451 0.0724127 0.0709112 0.0420451 0.0408695 0.0375246 0.0345347 0.0324052 0.0310284 0.0288661 0.0277559 0.0297542 0.0285588 0.0265545 0.0255262 0.0240477 0.0230475 0.017618 0.0165388 0.0125723 0.0107296 0.00955801 0.00542948 0.00276104 0.0259001
internal_count=3910 3729 3519 3372 258 3114 2892 2834 1091 1072 950 843 813 762 1743 1366 701 626 600 581 558 539 357 319 279 247 241 182 191 737
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=45 14 1212 484 150 15 1424 15 13 131 43 132 159 1 12 0 38 124 12 3 456 151 42 31 133 123 155 15 4 2
split_gain=0.00202454 0.00273127 0.00188039 0.00197358 0.00346975 0.00186658 0.00273957 0.00207005 0.00273083 0.00350806 0.00325948 0.00306711 0.00264541 0.00258044 0.00299827 0.00252532 0.00239436 0.00230987 0.00216802 0.00215563 0.00214799 0.00267448 0.00263626 0.00221494 0.00242346 0.00353152 0.00187495 0.00195936 0.00247688 0.00231699
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.26361999999999991 0.10516500000000002 -0.19153499999999998 -0.090744999999999978 0.092675000000000021 0.25671000000000005 0.080815000000000012 0.09141500000000001 0.083370000000000014 0.085665000000000005 -0.045139999999999993 0.083695000000000006 -0.088494999999999976 0.080120000000000011 -0.078669999999999976 0.084065000000000015 -0.082774999999999987 0.085330000000000003 -1.0000000180025095e-35 0.084285000000000013 0.088610000000000008 0.08024000000000002 -0.095799999999999982 0.25367000000000006 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 10 13 12 16 14 18 19 17 -10 -9 -13 21 22 -19 -23 26 -26 27 28 -25 -29
right_child=1 -3 3 5 -6 7 -8 8 11 -11 -12 15 -14 -15 -16 -17 -18 20 -20 -21 -22 23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0012439434987082387 -0.0012435350031413403 -0.00095045285031842403 -0.00082748448926915109 0.00077845949582859835 0.00090272265312909075 -0.00077695945591902749 -0.0012448950722269612 0.00042453885711526984 0.001212209379263391 -0.0010558963286318463 -0.00072789134676676823 -0.00099717561905419017 -0.00092640237719600544 0.0010405272281116531 0.00066572495829834099 0.0011959501808559607 -0.0012439477894170166 0.00080411664118490694 -0.0012438019874336812 0.00061605522233576157 -0.0011592459273015695 0.0012444608181115401 -0.00059120618557901487 -0.0012440440380320935 -0.0012198184958394991 0.0011782255601849596 -0.0012435828095103863 0.00025040105654676139 1.3392394034766123e-05 -0.00030271950216709405
leaf_weight=0.0019379073382879133 0.0018819963721812263 0.0048872873959631127 0.0092343270283157253 0.0092371564322917266 0.0022235900717078047 0.0050327886362637733 0.0011651471722871074 0.0021086682499742446 0.0022152368294428007 0.0025194773697876363 0.0031288367453470292 0.002117228687204431 0.0060316228466028568 0.012005076728001995 0.0096003532536528269 0.0051839352038314246 0.0026367578431063512 0.0095653339478189991 0.0028081738655885147 0.0032411463801906848 0.0027292494131003755 0.0017680176018188823 0.002680206543288933 0.0044275588893754048 0.0061018295430219629 0.0011244903377587434 0.0020920748455885976 0.032591838497485703 0.0053472139899213289 0.0182753116799379
leaf_count=15 273 122 554 264 23 92 1 13 18 20 36 112 148 148 63 39 28 121 43 56 84 27 39 60 483 14 153 649 26 186
internal_value=0 -3.40496e-05 -7.56e-06 6.3527e-06 -0.00049171 4.29968e-05 0.000551826 6.57689e-06 3.46837e-05 0.000352727 0.000472419 -5.99407e-05 -0.000128773 0.00061402 0.000261317 0.000577217 -7.62254e-05 -4.15982e-05 -0.000528307 -2.13728e-05 -7.36325e-05 -3.83488e-05 0.000498719 -0.000130038 -0.000164774 -0.000846658 -8.62275e-05 -4.63001e-05 -0.000556173 5.16785e-05
internal_weight=0 0.173962 0.169075 0.167193 0.0114579 0.155735 0.0104023 0.145332 0.1403 0.0321706 0.0296511 0.108129 0.0975867 0.0265223 0.0145172 0.0105423 0.0915551 0.0889184 0.00491684 0.00535838 0.0867031 0.0839739 0.0122455 0.0717283 0.0699603 0.00722632 0.062734 0.0606419 0.00977477 0.0508672
internal_count=3910 3895 3773 3500 577 2923 265 2658 2566 323 303 2243 2036 267 119 207 1888 1860 56 168 1842 1758 160 1598 1571 497 1074 921 86 835
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=31
num_cat=0
split_feature=146 10 1456 11 453 4 11 3 48 2 13 38 124 1213 4 155 2 376 43 49 42 42 1374 0 12 2 48 16 52 2
split_gain=0.000664939 0.00102128 0.00083297 0.000804952 0.000835103 0.000790686 0.00115892 0.000917025 0.00104602 0.00118736 0.00145286 0.000973319 0.00119573 0.00100325 0.00101496 0.00104135 0.000936561 0.00139457 0.000866497 0.000820726 0.00190674 0.00128143 0.000866381 0.00139234 0.00136414 0.00110168 0.000977625 0.000912038 0.00084946 0.000794255
threshold=0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 0.10508500000000001 1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.12008499999999998 0.082070000000000018 0.11635500000000001 0.068400000000000002 0.10208000000000002 -0.048219999999999992 -1.0000000180025095e-35 -0.51381999999999983 0.083500000000000005 0.094825000000000007 0.084595000000000017 -0.088734999999999994 -0.085974999999999982 0.098285000000000011 0.10316500000000002 -0.094679999999999986 -0.12329499999999999 0.090385000000000007 0.10362500000000001 0.095825000000000007 -0.084184999999999996 0.083750000000000005 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -4 12 16 -14 -15 19 17 -9 -12 20 29 22 26 -24 27 -26 -21 -25 -29 -16
right_child=-2 -3 3 -5 -6 -7 -8 11 -10 -11 18 -13 13 14 15 -17 -18 -19 -20 21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0021748781897137923 -0.0028233871294998272 0.0028298491151801993 0.0017256612515542443 -0.0033920540033399809 -0.0021998445716375817 0.0011481318648783045 -0.0038869089856947469 0.003062775894859746 0.0035851338570027998 0.0036969262392047195 0.00041257137812136585 -0.0029892410505055838 -0.0038868224892759534 -0.0038718751370078988 -0.0036548458681628922 -0.0038868754219611632 0.003174622690395046 -0.0025954535233451825 -0.0036612686928198129 -0.0036634605613379977 0.003462339929112677 -0.0036217785824760648 0.0018901177242527148 -0.0031965444758294014 0.0017371076795136369 -0.0019726002096649357 0.00054547903655386635 -0.0010478928145601003 0.0013920832524560555 -0.00036441108696440614
leaf_weight=0.0026894227708060816 0.0012627916898964022 0.0019063382908974793 0.0029685787079927126 0.0010266931396127879 0.0023653452710554737 0.010234504631860375 0.0011476728416717199 0.0012075428975499838 0.002089856713212157 0.0014159654084551221 0.0013173062682660941 0.0017637094553251123 0.0011258037893975273 0.0010905688294950899 0.0028881658798125534 0.0010548341456706458 0.0029011947518853276 0.0014458430652624088 0.0019653658090419412 0.001615944771906185 0.0010238774624440339 0.0012481010243443605 0.008877526500164365 0.001991120367000985 0.0080008094593437828 0.0014245751531669635 0.0017219200077107644 0.0072616042470992487 0.0030651016607747827 0.001798019885162816
leaf_count=368 11 94 57 34 90 368 134 53 25 10 33 38 509 28 81 142 71 27 16 51 15 207 105 230 419 106 10 420 114 44
internal_value=0 1.89225e-05 -4.91428e-05 2.60437e-05 7.28281e-05 0.000146827 -1.7373e-05 5.51167e-05 0.00114764 0.000483256 -0.000244669 -0.000151846 -5.12411e-05 -0.000264888 -0.000170198 -7.40151e-05 0.00164837 -2.04212e-05 -0.00202647 2.42805e-05 -0.00134254 0.000245961 0.000388115 0.000593079 6.35113e-05 0.00117641 -0.00149218 -0.000788062 -0.000323676 -0.00239235
internal_weight=0 0.0806333 0.078727 0.0760376 0.0750109 0.0726455 0.062411 0.0612633 0.00975707 0.00766722 0.00625125 0.0515063 0.0497426 0.044188 0.0430622 0.0419716 0.00555458 0.00265339 0.00328267 0.0409168 0.00571006 0.0352067 0.0339586 0.0306207 0.0217432 0.00942538 0.00333786 0.0123178 0.0103267 0.00468619
internal_count=3910 3899 3805 3437 3403 3313 2945 2811 141 116 106 2670 2632 2481 1972 1944 151 80 49 1802 140 1662 1455 1394 1289 525 61 764 534 125
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=31
num_cat=0
split_feature=31 484 150 1 14 16 40 376 39 48 0 3 132 474 14 0 1 2 457 42 0 160 42 47 1375 160 0 3 4 457
split_gain=0.000674838 0.000645676 0.00161779 0.00079438 0.00124578 0.00118435 0.00106037 0.000915386 0.00115536 0.00103016 0.00115986 0.001856 0.00122994 0.00120282 0.00124584 0.00116116 0.0011152 0.00139513 0.00120559 0.00100351 0.00132285 0.00144257 0.000921161 0.000901521 0.00116825 0.000905006 0.000847465 0.000824103 0.00143086 0.000962691
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 0.13662500000000002 0.077685000000000018 -0.040439999999999997 0.057150000000000006 0.048375000000000008 -1.0000000180025095e-35 0.12862000000000004 -0.10575999999999998 -0.115685 0.080815000000000012 0.084835000000000008 -0.13131999999999996 -0.089879999999999974 0.076710000000000014 0.092745000000000008 -0.0034949999999999994 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.089024999999999979 0.09585500000000001 -0.43271999999999994 -0.082969999999999988 -0.15137999999999999 -0.078669999999999976 -0.084009999999999987 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 -5 -7 8 -3 10 13 12 -12 14 -10 -13 17 -16 -18 -17 21 -21 -9 24 -20 -26 -11 28 -23 -30
right_child=1 3 -4 5 -6 6 -8 22 9 26 11 15 -14 -15 16 19 18 -19 23 20 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.001752534435753488 -0.0020824705839516742 -0.0029526060759123163 0.0023045322870530226 0.0031889867654098544 -0.0027614552929750443 -0.0016507458391158876 0.0023848880174264751 -0.0010702259301526326 -0.0021073086369306311 -0.0031895652243424059 0.00019993384348312518 -0.0027693781260254044 0.0029122741042421716 0.0029093486626567701 -0.0031888776806166773 -0.0029608419314633315 -0.0010313101632079013 0.00093716541120904208 -0.00042679803019087849 -0.0024580715236903789 -0.0014833543367690871 0.0025276849597492415 0.0023914957676936066 -3.4971282144506639e-05 -0.00021770426367423258 0.0027230485679499493 0.00029613288938354191 0.0018736014066470662 -0.0031885540409361604 0.00082415323003925847
leaf_weight=0.0021238016843465593 0.0040648283706028457 0.0014159727992790741 0.0010819907828647501 0.001935294292813694 0.0017162859531207877 0.0016804369276002254 0.0010919680935330689 0.001065416757796811 0.0018902877396982367 0.0018566140962263944 0.0097793142871793678 0.0029350077696742504 0.002057050291540464 0.0020706244647499253 0.0016353094567520465 0.0016653392984138362 0.0026815484190478847 0.0016981988003399451 0.0019790899402778459 0.0015298964687315833 0.0064200703094030873 0.0013239087580902897 0.002931676413911787 0.0037867568744331956 0.0012462193999454047 0.0072691412962058149 0.0011471773044995351 0.0043085279854446776 0.0015023991024492034 0.001020711765249871
leaf_count=113 586 49 23 120 93 54 11 17 28 27 187 287 34 26 45 652 42 60 15 335 206 9 98 37 15 125 37 212 350 17
internal_value=0 -6.94192e-05 -0.00116021 8.94613e-06 -8.00952e-05 0.00127491 -6.12294e-05 -9.53022e-06 -0.000106051 -3.8653e-05 5.75799e-05 -0.000335787 0.000671313 0.000585301 0.000368403 -0.000911489 0.000598977 -0.00108694 0.000930292 -0.000604642 -0.000361007 0.000382949 0.00146878 0.00129862 0.00177982 0.00229267 -0.00185834 0.000915896 -0.000156701 -0.00156523
internal_weight=0 0.0767871 0.00514682 0.0716402 0.0669325 0.0047077 0.00277241 0.0652163 0.0612192 0.0598032 0.0567994 0.0325422 0.0118364 0.0242572 0.0221866 0.0207059 0.0202963 0.00333351 0.0169628 0.0177709 0.0161055 0.00968544 0.00399709 0.0142812 0.0104945 0.00851536 0.00300379 0.00815555 0.00384702 0.00252311
internal_count=3910 3797 609 3188 3003 185 65 2910 2795 2746 2682 2289 221 393 367 2068 339 105 234 1781 1129 923 115 192 155 140 64 588 376 367
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=1 146 0 47 44 12 47 50 42 156 376 42 43 48 1 43 43 16 0 12 12 34 457 43 3 12 49 0 3 0
split_gain=0.00276054 0.00294373 0.00363214 0.0029174 0.0028397 0.00276434 0.0025049 0.00328833 0.0024206 0.00444135 0.00335698 0.00277373 0.00584687 0.00417921 0.00410522 0.00534106 0.00335352 0.00278062 0.00357921 0.00263601 0.00256392 0.00344 0.00297308 0.00283976 0.00305664 0.00234525 0.00223605 0.00209478 0.00165985 0.00325267
threshold=0.11561500000000001 0.11615000000000002 -0.017269999999999997 0.11669500000000001 1.0000000180025095e-35 -0.071274999999999991 0.13177500000000003 0.10481500000000002 -1.0000000180025095e-35 0.013700000000000002 0.091535000000000019 0.084100000000000022 -0.044024999999999988 0.086870000000000017 0.10004000000000002 -0.11652999999999998 -0.079804999999999987 0.22945500000000005 0.18055000000000002 0.093535000000000021 0.090715000000000018 -1.0000000180025095e-35 -0.0034949999999999994 0.083940000000000015 -1.0000000180025095e-35 0.099370000000000014 -0.07929499999999999 -0.23274999999999998 -0.080884999999999985 -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 5 4 8 -2 7 -7 9 10 26 12 28 14 15 -13 -16 20 -19 -15 21 -14 -23 24 -24 -22 -1 -26 29 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 11 -11 -12 13 17 19 16 -17 -18 18 -20 -21 25 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00019402660470245673 0.0011254709596699546 -0.0011940528668509317 0.0014343870142755077 -0.0013373258645048805 -0.0014598903532955382 0.00048866421229903554 -0.00067203349158092012 -0.0014036717878981269 -0.0008208160136556474 0.00079824479376382218 0.0010467720370910352 0.00010623139434136458 -0.0014123968234680199 0.00072436727296443812 -0.0013022401357045356 -0.0013163409726479657 0.001057131934224932 -0.0013921544355400607 0.0015033122691344132 -0.0011307962513850821 0.0012200864452810787 -0.00081870366139814301 0.0010772268707047456 -0.00059433945093903962 0.0011057804599692335 -2.524094621294145e-05 -0.0013900079354735441 -8.9686638854184643e-06 0.0015066417967523522 0.0012432336693705742
leaf_weight=0.002444891173482234 0.0062874928767939755 0.0028666051694017361 0.0065287110312510768 0.0044046347177655312 0.0034034998375318528 0.020086838026969644 0.0086034431337793649 0.0023573614716667626 0.0027241609825914281 0.0044968107456568865 0.0018205964752269202 0.0090765853511243222 0.003996061925590765 0.011035177987778866 0.0018710468328890784 0.018266951185154312 0.005318044027603718 0.0059461400246476606 0.0011746150771614339 0.002093535442718065 0.0077632876588040745 0.0081848483057456178 0.0095211879121777088 0.0096108160134917853 0.0043700941375846005 0.0062889198097764165 0.012594053284958662 0.034042713953567727 0.0076526769130396133 0.0049259607981468889
leaf_count=29 158 8 111 77 41 209 40 25 118 80 6 57 31 140 33 1147 50 157 3 43 23 44 84 20 47 29 857 121 86 36
internal_value=0 0.000294094 0.000391348 -0.00011867 -8.86189e-05 0.000208955 2.33498e-05 0.000289908 -6.1983e-05 -0.000540174 -0.00089716 4.39062e-06 0.000140727 -0.000299401 -0.000576151 -0.000844123 0.000443077 -5.19853e-06 -0.000914528 0.000428539 7.20905e-05 -4.6949e-05 3.6064e-05 0.000157641 0.000308414 0.000662753 -0.00113249 0.000117853 0.00100752 0.000508238
internal_weight=0 0.0467305 0.0438638 0.183027 0.178623 0.0373351 0.0310476 0.0224442 0.175219 0.0213564 0.0168595 0.153863 0.106201 0.0476613 0.0345326 0.0273435 0.00718909 0.0908987 0.00712076 0.0131287 0.0837779 0.0697257 0.0657297 0.0575448 0.047934 0.0140522 0.0150389 0.0384128 0.0153028 0.00765012
internal_count=3910 551 543 3359 3282 432 274 234 3241 972 892 2269 799 1470 1287 1204 83 559 160 183 399 347 316 272 252 52 886 168 240 154
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=484 150 1 0 2 1429 156 13 4 4 12 133 150 147 2 1 3 11 4 457 3 403 160 16 12 42 13 474 52 13
split_gain=0.00197052 0.00307387 0.00221355 0.00281265 0.00272927 0.00212881 0.00190596 0.00186069 0.00200065 0.00314126 0.00236938 0.00184106 0.00182738 0.00186277 0.0021031 0.00230487 0.00213689 0.00361254 0.00277055 0.00230304 0.00212061 0.00210726 0.00186234 0.0018109 0.00218909 0.00176128 0.00206657 0.00236824 0.00179293 0.00172323
threshold=-0.0043499999999999988 0.094545000000000018 0.077800000000000022 -0.070894999999999986 0.14808000000000002 0.084690000000000015 0.085790000000000019 -0.5337599999999999 -0.49837999999999999 -0.39075499999999991 0.098845000000000016 -0.26719999999999994 0.15024000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.095575000000000007 0.082730000000000012 0.080455000000000013 0.28937500000000005 -0.0034949999999999994 -0.077894999999999978 -1.0000000180025095e-35 -0.089989999999999987 -0.25582999999999995 0.088325000000000015 0.085330000000000003 -0.083514999999999992 0.085630000000000012 -0.089799999999999977 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 25 5 6 11 -5 -9 -10 23 -4 13 -13 15 -15 17 -16 -19 -18 -17 -22 -21 -11 -25 26 28 -28 -2 -30
right_child=2 -3 4 7 -6 -7 -8 8 9 10 -12 12 -14 14 16 20 19 18 -20 22 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00083866944592180361 -0.0012436230189587804 0.00082095362510164333 -0.0012437052627153539 -0.0012439766139957522 0.0012436697316958358 0.00083497723995401942 -0.00056791181539943584 -0.00048959920614837665 0.0011208765169044858 0.00092738906072308285 -0.0012437959080052834 -0.0011752720560802036 -0.00108827862292554 -0.00074335829059377989 0.001060792566151247 -0.00029619071576499561 -0.00065498266293027678 -0.0012436580992470228 0.0006896228588337349 -0.00071119210164534744 -0.0011945754477501243 0.00050650122042133539 0.00042777078581207286 -0.00064562926003742345 0.00044212343511650147 -0.0012435761017831413 -0.0011133471315175226 0.00082381199606785074 -7.9970896458625928e-05 0.001221778169842074
leaf_weight=0.0091133308872333174 0.0014808369636334353 0.0021285285000658414 0.0015627422217647782 0.00162458891281858 0.0032527301654852172 0.0055314995718731544 0.0073216301281320275 0.0064349676199810793 0.0054335104578058192 0.0039611153370060501 0.0019762075339748711 0.0016150342301557421 0.0018955637297040076 0.0061679478587137728 0.012119780584157525 0.012393050394621241 0.0046648946947982486 0.0021948460753407053 0.0023986462101674988 0.0024910650564891048 0.0012142851529688406 0.01547908590243452 0.020375030139774708 0.0051961819116286313 0.0063641501018452118 0.0042962050785186881 0.0067386437585068588 0.0011409848954890833 0.0064167946019537689 0.0020826311704240643
leaf_count=588 40 24 56 4 129 87 209 35 19 10 129 16 8 359 162 96 41 51 24 31 32 212 139 27 90 504 634 16 131 7
internal_value=0 -0.000524437 1.48415e-05 -0.000190457 0.000123216 8.58079e-05 4.0712e-05 5.14095e-05 0.000123073 0.000295001 3.8544e-05 9.34022e-05 0.000118575 0.000146778 0.000173636 -5.29319e-05 0.000354168 0.000704895 -0.000234131 0.000141251 9.34771e-05 0.000382764 0.000303691 0.000201813 -4.68038e-05 -0.000528766 -0.000356818 -0.000832843 1.90129e-05 0.000238999
internal_weight=0 0.0112419 0.153825 0.0531468 0.100678 0.0974251 0.0918936 0.0309907 0.0293661 0.0229312 0.0174977 0.084572 0.0830092 0.0811137 0.0794986 0.0352544 0.0442443 0.0167133 0.00459349 0.027531 0.0290864 0.0166934 0.0228661 0.0155214 0.0115603 0.0221561 0.0178599 0.00787963 0.00998026 0.00849943
internal_count=3910 612 3298 1646 1652 1523 1436 314 310 275 256 1227 1171 1163 1147 699 448 237 75 211 340 244 170 127 117 1332 828 650 178 138
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=31
num_cat=0
split_feature=1429 4 482 480 133 52 1 13 1 11 1 16 14 40 47 454 0 14 3 47 49 15 131 3 12 150 158 2 13 52
split_gain=0.000648995 0.000812176 0.000948126 0.000710081 0.000695791 0.000683546 0.000718655 0.000955063 0.000886151 0.000870926 0.000838177 0.00103658 0.000837903 0.000932848 0.0016822 0.000814284 0.000717687 0.000705432 0.000798103 0.0012209 0.00108578 0.000995214 0.000935083 0.000941581 0.00112884 0.000998949 0.000898334 0.000880311 0.00135507 0.00100735
threshold=-1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 0.08598500000000002 -0.26719999999999994 -0.42985499999999993 0.11368000000000002 -0.077154999999999987 0.11215000000000001 0.091445000000000012 0.10444500000000001 -0.095609999999999987 -0.073394999999999974 0.057150000000000006 0.13177500000000003 -1.0000000180025095e-35 -0.15291499999999997 0.064610000000000015 -0.115685 0.09252500000000001 -0.10837499999999999 -1.0000000180025095e-35 0.08956500000000002 0.090325000000000003 0.094045000000000004 0.090695000000000012 0.084965000000000027 0.106285 -0.077944999999999987 0.095040000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 9 10 15 -12 -9 14 -14 -7 -8 18 21 20 -20 -17 23 24 25 26 -22 28 -23 -30
right_child=1 -3 -4 -5 5 6 7 12 -10 -11 11 -13 13 -15 -16 17 -18 -19 19 -21 22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0021985565091679291 -0.0024272476803353445 0.0023155891576899209 -0.0031862417407410117 -0.00237428398435222 -0.0027179559965656228 -0.0028220320480303492 -0.00019361921981179723 0.0031393277856642033 -0.0019214698109161789 -0.0026678088718637724 3.1302828222770462e-05 0.0025997438487708438 0.00041017393453542995 0.0028659344961750165 -0.0033885084787394957 0.0030192355222930572 0.0031841707258768752 -0.0025919621557060719 -0.0026740094430235091 -0.0029337971402928027 0.00054995838450060011 0.0024539505137520373 -0.0027588598553681407 0.0013148448743296555 -0.0034516340211344907 -0.0025112319793716407 -0.0027770866527187655 0.0021904206540801583 5.9600699346850956e-05 -0.0034529334462823861
leaf_weight=0.0015985250658896435 0.0013111910278364993 0.001797808513426701 0.0011179315036666795 0.0014511698100623241 0.0010037317915352331 0.0012122954790854115 0.0010125659878070792 0.0010888471875887271 0.0027805371675526649 0.0013426607272180027 0.0040710121770786145 0.0034641197409825955 0.0057555514994902524 0.0011215362945904417 0.001830020214185879 0.0022037245066144351 0.0028807999244335756 0.0011751900376362192 0.0016877093300902138 0.0017668594928252892 0.016053361808571434 0.0014881861716276035 0.001239452477082236 0.0078717336699511975 0.0011262980036264017 0.0015889924660719137 0.001028568134869178 0.002287882618020376 0.0023349152872267215 0.0016666297023562038
leaf_count=181 220 210 147 222 202 49 23 16 31 30 67 84 132 9 30 47 118 90 57 119 889 10 225 87 316 92 138 14 42 13
internal_value=0 2.32553e-05 -3.17205e-05 1.60351e-05 6.39499e-05 0.000109902 0.000150405 0.000859732 -2.17919e-05 7.67376e-05 0.000147241 0.00121209 0.00028504 -7.18967e-05 -0.000506259 -3.21343e-05 0.00230569 4.55822e-05 0.000118782 -0.000144349 1.67356e-05 0.000971946 0.000173825 0.000305197 -9.62579e-05 0.000106151 0.000349624 0.000391863 -0.000357698 -0.00140336
internal_weight=0 0.0767613 0.0749635 0.0738455 0.0723944 0.0710832 0.0700795 0.0136893 0.0563901 0.0536096 0.0522669 0.00753513 0.00979596 0.00870711 0.00758557 0.0447318 0.00389337 0.0435195 0.0423443 0.032363 0.0305961 0.00998134 0.0289084 0.027669 0.0197972 0.0186709 0.0170819 0.00777761 0.00548973 0.00400154
internal_count=3910 3729 3519 3372 3150 2930 2728 328 2400 2369 2339 151 187 171 162 2188 141 2139 2049 1923 1804 126 1747 1522 1435 1119 1027 79 65 55
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=12 45 123 3 151 31 124 12 39 3 14 3 15 0 47 2 52 43 48 16 132 16 12 41 13 159 14 13 16 3
split_gain=0.0024808 0.00245702 0.00238794 0.00410563 0.00300081 0.00245893 0.00222731 0.00217089 0.00276702 0.00273397 0.0020253 0.00213717 0.00326883 0.00284067 0.00314842 0.00408853 0.00272281 0.00259116 0.00217044 0.00294262 0.00229922 0.00210737 0.00270831 0.00205942 0.00381489 0.00355556 0.00200367 0.00267844 0.0020555 0.0019531
threshold=-0.23342999999999997 -0.080134999999999984 1.0000000180025095e-35 -0.013944999999999997 -0.085039999999999991 -1.0000000180025095e-35 0.15597500000000003 -0.0089849999999999982 0.005105000000000001 0.31335500000000011 0.077685000000000018 -0.10628499999999998 0.079360000000000014 -0.10783 0.10813000000000002 0.083945000000000006 -0.010284999999999997 -0.27619499999999997 0.11930500000000001 -0.25582999999999995 0.080815000000000012 -0.53257999999999994 0.086515000000000022 0.078150000000000011 0.098990000000000009 0.11252000000000002 -0.074139999999999984 -0.060719999999999989 0.51388000000000011 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 9 10 11 12 18 14 15 -13 -17 -15 19 -9 23 -18 -23 24 25 -21 -19 28 29 -28
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 13 -14 17 -16 16 21 26 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011649767548747747 0.001172066428054767 0.0011726516491276364 0.00092828487263422598 0.0011719393623053943 -0.00042022963471728811 -0.00079474041280112016 0.00056264979707125364 0.00073816474394511171 0.00097558370741482976 0.0011718604117007595 -0.0011725794888463477 0.00073766383599660728 -0.00076749852189033111 0.00022385349500234422 -0.0010502117164547266 -0.00053319188241411706 -0.00052825261174141154 0.00066257826234888191 -0.00097482883207488681 0.00088648612224827826 0.00090651956962717827 0.00060179110674218818 -0.00067779540195150824 -0.0011139467458454839 -0.0006215112182148965 -0.00096038301976551093 -0.0007677793581999195 -0.0010961733146212494 0.00038137386034509081 4.7700429560752929e-05
leaf_weight=0.001689908003271511 0.001629730915738036 0.0015081893359152323 0.0059159338750731641 0.0018537303004109171 0.013183739968610553 0.013821677207559446 0.0037557340563125754 0.0084368078474881258 0.0022641606711317755 0.0016482067756271581 0.003958205742485176 0.0065327296092618703 0.0080874281421827732 0.0047509087869173064 0.0056299610818086867 0.022705362113946137 0.005703614652247775 0.0014741104860149781 0.0025611089677113332 0.0067291599121119816 0.002877092978565087 0.010418953628246189 0.0029039062677114211 0.0029704720318477476 0.0083020786727416862 0.0018177503642391457 0.022153977915845502 0.017036918353720239 0.003145231209103371 0.004929484637159475
leaf_count=70 14 25 122 32 177 136 20 68 29 51 109 22 84 40 40 93 39 16 18 87 28 66 61 21 75 10 1299 997 38 23
internal_value=0 -0.000260726 -0.000272575 0.000101365 -0.000223956 -0.000317062 -0.000329929 -0.000349549 -0.000310366 -0.000329178 -0.000345335 -0.000323383 -9.85367e-05 -0.000410868 -0.000221009 -0.000124284 -0.000259214 -0.00060216 6.20292e-05 0.000147324 -7.23049e-05 6.77388e-05 0.000322887 -0.000214396 -5.58054e-05 0.000493695 -0.000682676 -0.000724631 -0.00051523 -0.000619353
internal_weight=0 0.198706 0.197077 0.0209534 0.0150375 0.176123 0.174615 0.170859 0.157038 0.154773 0.153125 0.149167 0.0417819 0.107385 0.0538945 0.0482646 0.0417318 0.0534906 0.0336945 0.0311334 0.0226966 0.0190265 0.0133229 0.0198195 0.016849 0.00854691 0.0487397 0.0472656 0.0302287 0.0270835
internal_count=3910 3840 3826 331 209 3495 3470 3450 3314 3285 3234 3125 391 2734 321 281 259 2413 307 289 221 166 127 193 172 97 2373 2357 1360 1322
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=31
num_cat=0
split_feature=160 4 52 2 123 133 2 401 160 48 15 3 16 16 3 2 0 4 14 38 0 41 133 123 39 457 48 4 3 13
split_gain=0.000636374 0.000721205 0.00134853 0.000806674 0.000858235 0.000898666 0.000964301 0.000857506 0.00088994 0.00090466 0.000792361 0.00120675 0.000808918 0.00111423 0.00135033 0.000874245 0.000843708 0.00132242 0.000737984 0.000703436 0.00141834 0.000927432 0.000807545 0.000725728 0.00085834 0.000859483 0.00130848 0.00112324 0.00104086 0.000813221
threshold=-0.40446999999999994 -0.49837999999999999 0.10433000000000002 0.091985000000000011 1.0000000180025095e-35 -0.053114999999999996 0.094400000000000026 0.079655000000000017 0.11161500000000001 0.10264000000000002 -0.14487999999999998 0.11476000000000001 0.3935300000000001 -0.015314999999999997 0.094625000000000015 0.113945 0.024745000000000003 -0.16401499999999997 -0.46637499999999993 1.0000000180025095e-35 0.024745000000000003 0.077550000000000022 0.088055000000000008 0.085110000000000005 0.005105000000000001 0.082870000000000013 1.0000000180025095e-35 -0.0072799999999999991 0.086245000000000016 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 8 9 19 11 -8 13 14 -12 -16 17 -15 -13 20 21 22 23 24 25 26 28 -27 29 -3
right_child=1 3 -4 4 -6 6 10 -9 -10 -11 12 18 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0021977848954259985 -0.0032043553652696382 0.0012812091312554854 0.0012377258465133651 0.002158149976877243 0.0020393793806729641 0.0021388025224078231 0.0026115391545642494 -0.0035477636902241363 -0.0030147896584465698 -0.0023241469548372093 -0.0022800940770978913 -0.003075126572662258 -0.0036627324247183054 -0.0036629240636938073 0.0015681423073526091 -0.0011797444950620451 0.0027699742219415122 0.0010046859894180251 0.00062785075330363291 -0.0027607851926915112 0.0036301852904427 -0.003014792780448894 -0.0029704072401588316 -0.0023230989887976093 0.0026110260504373034 -0.0014448900133637202 -0.0036627707389308324 0.0029388669566719986 0.0028470576953877765 -0.0006768424070787754
leaf_weight=0.0017850645420505176 0.0024176782207163674 0.0038577520161990871 0.0014765851628908422 0.0030815657575264934 0.0041905887633220109 0.0027579477562409407 0.0031264628796874262 0.0010565872184735694 0.0014400274685242289 0.0022293099027850252 0.0057583594375236694 0.0010632681332936045 0.0010277049801477025 0.0010390436139005033 0.0030782769372308394 0.0031343230105491671 0.0021170339936507077 0.0037623000758735337 0.0022486925944669167 0.0011156154101499274 0.0015341132097113066 0.0012941169024038848 0.0010601943428887308 0.0013471414682832963 0.0022157999220695493 0.0010737102213376204 0.0013011516644778611 0.0029057835425874137 0.0017215902003862018 0.01083908415945856
leaf_count=305 157 284 6 217 189 110 78 248 115 76 229 9 143 16 43 72 19 141 57 30 50 56 383 40 42 40 84 33 23 615
internal_value=0 1.4749e-05 -0.00152005 9.84858e-05 0.000480306 0.000277373 7.82984e-05 -0.000298541 -0.000197376 -7.25223e-05 -0.000137322 0.000979594 -0.000498378 -0.000326216 -0.00100244 0.000181804 0.000843857 -5.41675e-06 -0.000560949 9.33259e-05 0.000202555 1.21473e-05 0.000160965 0.000292382 0.000439714 0.000217991 -0.000127436 0.00175608 0.000152737 -0.000162876
internal_weight=0 0.0752718 0.00389426 0.0713775 0.0363856 0.032195 0.0291134 0.034992 0.0339354 0.0324954 0.0263555 0.00643842 0.019917 0.0188893 0.011971 0.0062126 0.00691838 0.00480134 0.00331196 0.0302661 0.0291504 0.0276163 0.0263222 0.025262 0.0239149 0.0216991 0.0177196 0.00397949 0.0164184 0.0146968
internal_count=3910 3605 163 3442 1323 1134 917 2119 1871 1756 807 144 663 520 344 115 176 157 66 1680 1650 1600 1544 1161 1121 1079 1006 73 922 899
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=31
num_cat=0
split_feature=31 2 160 48 8 484 0 43 43 474 4 52 123 12 12 13 132 16 453 2 2 48 14 43 0 12 48 16 0 0
split_gain=0.000650424 0.000614159 0.000870133 0.000869299 0.000888935 0.000869025 0.000901454 0.00113836 0.0012546 0.000838186 0.000944018 0.00112961 0.000831516 0.000819316 0.000827171 0.00119039 0.00121727 0.00116721 0.00130305 0.000955044 0.00165651 0.000765466 0.0011586 0.000759063 0.00073445 0.00108315 0.000724837 0.000957043 0.00117309 0.000960501
threshold=-1.0000000180025095e-35 0.091985000000000011 -0.40446999999999994 0.10174000000000001 1.0000000180025095e-35 -0.0043499999999999988 -0.13027499999999997 -0.074254999999999988 -0.075819999999999985 0.084880000000000011 0.0057500000000000008 -0.0058499999999999993 0.088610000000000008 0.099170000000000022 -0.10674499999999999 -0.089899999999999994 0.079995000000000011 0.15100500000000003 1.0000000180025095e-35 0.096750000000000017 0.10510500000000002 0.12862000000000004 -0.46637499999999993 -0.11267999999999999 -0.088084999999999983 0.085325000000000012 0.086870000000000017 -0.083564999999999987 -0.060094999999999989 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 9 8 26 10 11 -7 13 14 -4 -16 17 18 19 -17 -21 22 -22 -19 -9 -26 27 29 -29 -8
right_child=1 2 12 -5 -6 6 7 24 -10 -11 -12 -13 -14 -15 15 16 -18 23 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.002153010953267945 -0.0040439670563209547 -0.0032835613713833329 -0.0022203622650512067 -0.0031480377891200798 0.0023602745355160099 -0.0026845686763226607 -0.00080660606794642092 -0.0034987596315447984 0.0036541284304224832 0.0038807025907219867 0.0025556394156977906 0.0017175977632374565 0.0027772576675136888 -0.0014278113471143127 0.0021007480580638241 0.0029064053370839284 0.0027284580984523643 0.00031169927519849206 -0.0040005571526368 -0.0021347981605126551 -0.0020174189104685348 -0.00099107879295834249 0.002315466790734111 -0.0038113294628981153 0.00050326108499877036 -0.0030564023607226065 0.0022533191894257504 -0.004043845153662658 -0.00026505191090746868 0.003403983323707253
leaf_weight=0.0021505738247604702 0.0011015296088510143 0.0011151414851364718 0.0018235969510183017 0.0019251352314757489 0.0018629585325768963 0.0023570623712885208 0.0025553825244550854 0.0030963892896320689 0.001362248585057734 0.0012408223565216758 0.0019122532521294033 0.0016001340121825037 0.0021596189389789791 0.0044623058088513181 0.0065960001739462362 0.0023603378962295798 0.0026578598881075157 0.0011084634216658174 0.0011095067938100547 0.003836044014469576 0.0011998840774367645 0.0024103505430730365 0.0063455402647853978 0.0021390249218096171 0.0032012452787690921 0.0024808956628461498 0.0013949888238897765 0.0024488971293417112 0.0029753689688902761 0.0013558615213182818
leaf_count=113 374 125 70 74 80 57 61 198 17 10 40 34 131 331 169 119 100 15 23 88 11 24 130 216 162 614 48 367 52 57
internal_value=0 -0.000103655 0.000237333 -0.000511579 -0.000347567 -0.000521021 -0.000382336 -0.000805956 -1.3445e-06 0.000861146 0.000222801 -0.000904506 0.000340093 0.000194087 0.000423216 0.00058519 0.000153688 -0.000179987 0.000238427 0.000529607 0.00012284 0.000992728 0.00162645 -0.00240402 -0.00191434 -0.00105093 -0.000465411 -0.000871666 -0.00197107 0.000653026
internal_weight=0 0.0721948 0.0393237 0.0328712 0.030946 0.0290831 0.0279815 0.0208713 0.0120927 0.00711027 0.00586945 0.0039572 0.0382085 0.0360489 0.0315866 0.029763 0.023167 0.0205092 0.0172617 0.0161522 0.0137918 0.00995577 0.00754542 0.00324749 0.00877853 0.00568214 0.0107305 0.00933551 0.00542427 0.00391124
internal_count=3910 3797 1552 2245 2171 2091 1717 1576 602 141 131 91 1427 1296 965 895 726 626 395 372 253 165 141 231 974 776 585 537 419 118
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=31
num_cat=0
split_feature=1 0 13 42 15 52 132 2 2 133 13 12 14 157 51 157 15 15 13 51 15 48 457 0 0 12 1 151 48 43
split_gain=0.000695695 0.000898815 0.000900848 0.000999979 0.000769155 0.000791489 0.00107335 0.00113354 0.000705771 0.000691978 0.000679005 0.000828231 0.000651571 0.000820206 0.00107031 0.000822772 0.000802421 0.000957972 0.000984641 0.000753297 0.000730133 0.00070073 0.000776109 0.00113376 0.000954332 0.000848826 0.000902829 0.000812871 0.00111019 0.000675673
threshold=0.077800000000000022 -0.070894999999999986 -0.083514999999999992 0.085330000000000003 0.024640000000000006 0.10062000000000001 0.082150000000000015 0.099990000000000009 0.14808000000000002 0.085355000000000014 -0.084084999999999979 0.085665000000000005 0.073890000000000011 -0.074309999999999987 0.14276500000000003 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 -0.094679999999999986 0.12527000000000002 -0.46267999999999992 0.12862000000000004 -0.0015249999999999997 -0.12329499999999999 -0.017269999999999997 0.097345000000000015 0.11774500000000002 -0.044604999999999992 0.091005000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 12 11 -1 13 -2 15 -15 20 -18 -19 21 -17 22 -20 27 25 29 -27 28 -24 -25
right_child=8 4 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0030594793506757167 0.001619360524666148 -0.00050537706319490048 -0.0028764291786351807 -0.0039645441133015656 0.0018323409048307162 0.00114534048492526 0.0019685201622364795 -0.0039655243473138042 0.0026077004581314877 0.002249556057964534 0.0028441445238792562 0.0010041749740419936 -0.0022952118882882482 -0.0030089564638822544 -0.0039647685905450829 -0.00036394959379612151 -0.0030515245992530585 0.0019866205863862943 -0.0022109919078767376 0.0030969555728835104 0.0036798288708781357 -0.0033158176885697667 0.0016020202271297007 -0.0031504149202671201 0.001803561233667069 0.0026991163689275826 -0.0012274641786345739 0.002405339385316313 -0.002967684829149944 -0.00065402079928420637
leaf_weight=0.0012995129911095304 0.0051072442014525868 0.0038607861558981327 0.0042693863755278727 0.001039843146855457 0.0030084739168056993 0.0034741967810543173 0.0014281934695929976 0.0024210518602076903 0.001902276744413455 0.0023260515803311668 0.001241696637315215 0.0020035268344820167 0.0018146675382606494 0.0013367498601635211 0.0010799682094955179 0.0011375469087511192 0.0015626092361600208 0.0039089873835749236 0.0025428314523141529 0.0010755647331670551 0.0018316299431937388 0.0011485612743626908 0.0021938470470104221 0.0035308702475327367 0.0021199051225409349 0.0015667486243984285 0.0022303497686380069 0.0044588870109691821 0.0013495014305817676 0.0032931666396116442
leaf_count=258 222 41 1011 345 139 37 34 117 140 312 10 33 86 101 21 61 30 122 49 22 60 21 47 261 83 42 31 49 13 112
internal_value=0 -0.000585705 -0.00150553 -0.000457489 5.29302e-05 -0.000425718 -0.00113365 -0.00183894 0.000241807 0.000143144 0.000344932 -0.000594586 2.99616e-05 0.000131696 -7.72222e-05 4.17547e-05 0.00016187 -2.68036e-05 0.000133855 -0.000150048 0.00213058 -0.000292975 -0.000143876 0.000109523 -0.000624985 -0.00110971 0.000392711 0.001279 -0.000138374 -0.0019457
internal_weight=0 0.0240467 0.00985397 0.00558458 0.0141927 0.0111842 0.00771003 0.00628184 0.047518 0.0456157 0.00454474 0.00330304 0.0432896 0.041475 0.0363677 0.0352878 0.033951 0.0309818 0.0294192 0.0255102 0.00296918 0.0244347 0.0232861 0.0207433 0.012741 0.0106211 0.0037971 0.00800224 0.00354335 0.00682404
internal_count=3910 2025 1657 646 368 229 192 158 1885 1745 301 291 1433 1347 1125 1104 1003 882 852 730 121 708 687 638 529 446 73 109 60 373
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=31
num_cat=0
split_feature=1 0 133 1186 39 106 47 50 47 4 4 15 48 2 151 160 159 47 12 15 156 3 4 12 47 52 52 4 4 0
split_gain=0.000593844 0.000887954 0.000704767 0.000695916 0.000788087 0.00105949 0.000753033 0.000669587 0.00112578 0.000945363 0.0013429 0.0011257 0.00110617 0.00103187 0.000985024 0.000772877 0.000661921 0.000651059 0.00183638 0.000893465 0.000650708 0.000605777 0.000641235 0.000710121 0.000599024 0.000554212 0.00107321 0.00120193 0.00061024 0.000929115
threshold=1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.083980000000000013 0.005105000000000001 0.091500000000000012 0.083670000000000008 0.11644500000000001 0.13206500000000002 0.0057500000000000008 -0.0010999999999999996 0.084565000000000015 0.11930500000000001 0.11542500000000001 0.0033600000000000006 -0.080184999999999992 -0.077344999999999983 0.09252500000000001 0.10333000000000002 -0.11399999999999998 0.090135000000000007 0.096385000000000012 0.05309500000000001 0.11215000000000001 0.10976000000000001 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -0.39075499999999991 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 -1 4 7 6 -6 8 9 10 11 14 13 15 20 -11 -9 21 19 -19 -2 22 -17 -24 -8 26 27 -3 -29 -30
right_child=3 25 -4 -5 5 -7 24 16 -10 12 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0028207501452347924 0.0013207438170588627 -0.0027069206093515677 -0.00045236549377706382 0.0030113617369353874 0.0024184732952175565 -0.0021792672893748868 -0.0017865616061379173 -0.0035205250823464721 -0.0035208055336823831 -0.0019146535213858738 -0.0029420862132206044 -0.002605832988192391 -0.0014809652666985037 0.002958377326607798 -0.002604003574139356 -0.0010050283028920082 0.00024207449511709329 0.00032268482817658444 0.0034470842532031854 -0.0035206730149504031 -0.0014853088535201242 0.0033280271732180891 0.0025439159659691778 -8.852530672413956e-05 0.0013064953670693796 -0.0024316196582639853 0.0031200861891527596 0.0020504035514134172 0.00043928053901717308 -0.00222061332587703
leaf_weight=0.0030988679177793568 0.0067010251734558324 0.0019991543724913194 0.0031291966696925799 0.0010631963919536238 0.0046415186730879299 0.001106785597187355 0.0011808388769622979 0.0013560993192793802 0.0010754253644904557 0.001384109059200612 0.0024444190145018778 0.0017883884845448774 0.0026536962785144161 0.0027003905182194634 0.0011431171674942684 0.0015961474892698391 0.0010115919990933966 0.0013969957142592193 0.0011760219705934105 0.0016172857410232675 0.0012088247473212022 0.0016468233078690275 0.0033166333685130667 0.0020577163988946268 0.0022626630164737094 0.0011443530191375109 0.0013375772906485403 0.0019379810769351033 0.0078973132900337362 0.0020497350739896456
leaf_count=562 250 30 434 33 286 25 24 70 32 59 98 371 26 128 42 28 69 15 10 55 141 45 54 15 42 197 35 19 701 14
internal_value=0 -0.000499526 -0.00163079 0.000196071 0.000130237 0.00105093 0.00149312 -0.00010306 2.3323e-05 0.000139414 -0.000585119 -5.36892e-05 0.000631896 0.00096382 0.00045048 0.000584297 -0.00191296 0.000854357 -0.000283821 -0.00173943 0.000891908 0.00140781 0.00095415 0.00153601 0.00024583 -6.90278e-05 0.000108589 -0.000181533 0.000243256 -0.00010883
internal_weight=0 0.0225942 0.00622806 0.0465297 0.0454665 0.00919181 0.00808502 0.0362747 0.033907 0.0328316 0.0132858 0.0108414 0.0195458 0.0168921 0.00905297 0.0141917 0.00236769 0.0128076 0.0041903 0.00301428 0.00790985 0.00861732 0.0069705 0.00537435 0.0034435 0.0163661 0.0152218 0.0138842 0.011885 0.00994705
internal_count=3910 1992 996 1918 1885 377 352 1508 1369 1337 902 804 435 409 433 281 139 222 80 70 391 142 97 69 66 996 799 764 734 715
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=160 421 158 30 2 4 4 401 148 41 2 16 16 0 96 2 51 43 159 15 484 49 1374 42 1425 159 49 51 453 1374
split_gain=0.00178357 0.00163448 0.00158822 0.00170149 0.00159911 0.00178729 0.00270455 0.00173215 0.00174641 0.00188698 0.00246241 0.00238513 0.00241911 0.00197615 0.00177262 0.00228372 0.0035269 0.002474 0.00241012 0.00191387 0.00188759 0.00212397 0.00245574 0.00249254 0.00167471 0.00200217 0.00284184 0.00161079 0.00156692 0.00160568
threshold=-0.40446999999999994 -1.0000000180025095e-35 0.11136500000000001 0.085915000000000019 0.097940000000000013 -0.37626499999999991 -0.15333499999999997 1.0000000180025095e-35 -0.083929999999999991 0.080335000000000018 -0.14847999999999997 -0.38486499999999996 -0.17157499999999998 -0.017269999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.08101499999999999 -0.076179999999999984 0.081975000000000006 -0.11739999999999999 -0.0043499999999999988 -0.085974999999999982 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.085280000000000009 0.090775000000000008 -0.025709999999999997 1.0000000180025095e-35 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 10 -10 -12 -13 14 -14 16 17 -16 19 -17 -21 -22 -23 -24 25 27 -27 -6 29 -29
right_child=1 2 -4 -5 24 6 7 -9 9 -11 11 12 13 -15 15 18 -18 -19 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00089985304431222614 0.0012687047037913835 -0.00077312897288540601 -0.0010538996634905902 0.001268404471861401 -0.00071564974779989292 0.00079074597475030687 -0.001268992271911085 -0.0012413266618795534 0.0010659719210175664 -0.0009525110160912882 -0.0009339562627858868 0.00060465467783945941 0.00126999959934741 0.0012688725297526264 -0.00098288026725042274 -0.0011544403514686333 -0.0011954162949783433 0.00071265324176048104 -0.0012230260063971635 -0.0012687802288844383 -0.00093977809229704615 -0.00065544421483990296 -0.00083852112966570087 0.00079523030830493916 -0.0012695245428013566 0.0010717233229488188 -0.00061172293473022484 0.00025302026776335301 -0.00082087179522762825 -0.00097618721198258285
leaf_weight=0.0036069431448790814 0.0016229633397415446 0.006337097319388362 0.0023123452738289521 0.0016962766874542004 0.003815708690037666 0.005424561299321339 0.00200235201293708 0.0022214562508828797 0.0032234980686780537 0.0036427754409800164 0.0047498457588517262 0.0089593524589872617 0.0013272070791572324 0.0015889202268226923 0.0021743152889257544 0.0017630392967298214 0.0078652075702336649 0.0038101410927993138 0.0023674167910137092 0.0012942248427938443 0.0019843930533482981 0.0028138587854868993 0.001673985461355886 0.014636383134315707 0.0013115176600635428 0.007511055554665802 0.0020542396605804925 0.040482664953596981 0.0025594137068196679 0.0017848406751568282
leaf_count=305 25 82 142 95 182 58 55 251 61 55 72 31 1 8 43 87 405 25 116 199 41 46 330 321 50 146 42 589 25 22
internal_value=0 3.0418e-06 -1.12838e-05 5.80548e-06 -9.56061e-06 -0.000126842 -7.11375e-05 -0.000139793 -0.000102648 -6.60852e-05 -1.24748e-05 -7.34549e-05 4.75729e-06 -0.000119372 -0.000172256 -0.000219657 -0.000637126 9.66199e-05 -1.74936e-06 0.000117893 0.000218022 0.000309182 0.000438778 0.000627553 0.000147802 0.000179736 0.000710187 7.54263e-05 0.000142763 0.000201114
internal_weight=0 0.145011 0.143388 0.141076 0.139379 0.07986 0.0735229 0.0680984 0.0658769 0.0638746 0.0602318 0.0570083 0.0522584 0.0432991 0.0417102 0.040383 0.0138497 0.00598446 0.0265333 0.0241659 0.0224028 0.0211086 0.0191242 0.0163104 0.0595194 0.0582079 0.0095653 0.0486426 0.0448269 0.0422675
internal_count=3910 3605 3580 3438 3343 2287 2205 2147 1896 1841 1786 1725 1653 1622 1614 1613 473 68 1140 1024 937 738 697 651 1056 1006 188 818 636 611
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=31
num_cat=0
split_feature=1456 151 1 11 376 3 16 3 42 49 4 160 132 42 2 457 1 1 160 160 133 2 133 3 13 2 43 2 12 40
split_gain=0.000613309 0.000772675 0.000552437 0.000706713 0.000630212 0.000812374 0.000800515 0.000725601 0.00112233 0.00127615 0.00112217 0.00103764 0.000827637 0.000821479 0.000735259 0.00121385 0.00125293 0.00192841 0.00114382 0.000824542 0.00107178 0.000732608 0.000773944 0.00070633 0.00105171 0.00112411 0.000662514 0.000554388 0.000401914 0.00045336
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.11561500000000001 0.091445000000000012 0.048375000000000008 -0.013944999999999997 -0.011714999999999998 -0.115685 -1.0000000180025095e-35 -0.10837499999999999 -0.49837999999999999 -0.098319999999999991 0.079995000000000011 0.099565000000000015 0.113945 -0.0034949999999999994 0.094695000000000015 0.09112000000000002 0.090735000000000024 0.08234000000000001 0.084285000000000013 0.084145000000000011 0.032270000000000007 0.10666500000000002 -0.084084999999999979 0.081615000000000007 0.093240000000000017 0.14808000000000002 -0.071274999999999991 0.057150000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 12 -9 -10 -11 -12 21 14 15 -13 17 18 19 20 23 -2 26 24 -17 -26 -23 28 -4 -30
right_child=2 -3 27 -5 5 6 -8 8 9 10 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00064777482762208116 -0.0018843356249773177 -0.0043772986190408255 0.0025873298834624392 -0.0032221798045981302 0.0042771049757335125 0.0030637788442338652 -0.0018099433376419743 -0.0032371827922447523 -0.003230688981711435 -0.0043774863845756932 -0.0035815921337953747 -0.0022762154595062705 0.0031485879770036316 -0.0029870145169855586 -0.0015559549631260804 -0.0031079465745252727 0.0027741535059582121 -0.0042545753370366252 -0.0027372972112996207 0.0033565505614604045 -0.0022819472089496613 0.0026453813730779835 -0.0024168906800457412 0.0043781486461312216 -0.0015858229893406144 0.0031408147457399685 -0.00069032790922744672 0.0033621936250452468 -9.7424880997509694e-05 0.0029540145229644756
leaf_weight=0.0010292798359996524 0.0024415544488540775 0.0013618360908820284 0.001566770904311455 0.0014064647101932328 0.0013984968842599699 0.0010843436005814056 0.001595857973789804 0.0027067432515371906 0.0026238309173596255 0.001104143943903675 0.0013821060241360197 0.0022937793669628439 0.0022138147026531394 0.001378937860045947 0.0030072419626616656 0.0010627416361375115 0.0059566676634688056 0.0015309394362912352 0.0014484942716030966 0.003020867809880202 0.001823065345942787 0.0037021698356056731 0.0010977962241085493 0.0013141118251951411 0.0013766121691105599 0.0032155332931500524 0.0016486504740242935 0.0014796518304951442 0.0093049362645487577 0.0010367046352257612
leaf_count=41 57 328 155 74 49 35 33 841 88 64 234 159 75 287 93 218 118 47 79 19 178 100 35 5 51 54 20 134 228 11
internal_value=0 -0.00221421 4.27885e-05 -0.000161932 -7.65808e-05 0.00157288 0.000161845 -0.00022173 -0.000529116 -0.000303847 -4.71371e-05 0.000118817 0.000753961 0.000305275 0.00047955 0.000745197 0.00107921 0.000396682 0.000933637 0.00138376 0.000705935 0.000157655 0.000930787 0.00148755 0.000815823 0.00172389 0.00161761 0.000835411 0.000521452 0.000208469
internal_weight=0 0.00239112 0.065223 0.051835 0.0504285 0.0040787 0.0026802 0.0463498 0.0352458 0.0325391 0.0299152 0.0288111 0.011104 0.027429 0.0260501 0.0230428 0.020749 0.0147924 0.0132614 0.0118129 0.00879206 0.00889017 0.00644862 0.006969 0.00565489 0.00459215 0.00535082 0.0133881 0.0119084 0.0103416
internal_count=3910 369 3541 3013 2939 117 68 2822 2535 1694 1606 1542 287 1308 1021 928 769 651 604 525 506 212 155 328 323 105 120 528 394 239
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=31
num_cat=0
split_feature=484 4 1 16 14 44 47 1 48 2 4 157 1 457 160 1375 11 0 159 133 3 160 42 42 43 43 52 16 16 43
split_gain=0.000562674 0.000828811 0.000599374 0.00102015 0.000830208 0.000647106 0.000727265 0.000915183 0.000903942 0.000954473 0.00122259 0.000953042 0.000936246 0.000840109 0.000883571 0.000853012 0.000851517 0.000826081 0.000662072 0.00103935 0.000592344 0.000574237 0.000549675 0.000589678 0.00105195 0.000667349 0.000625885 0.000584405 0.00070592 0.00151329
threshold=-0.0043499999999999988 0.00096500000000000015 0.13662500000000002 -0.040439999999999997 0.077685000000000018 1.0000000180025095e-35 0.13206500000000002 1.0000000180025095e-35 0.12862000000000004 1.0000000180025095e-35 -0.23071499999999998 -0.049344999999999993 0.13026000000000001 -0.0034949999999999994 -1.0000000180025095e-35 -0.43271999999999994 0.079700000000000007 -0.084074999999999997 0.091215000000000018 0.086895000000000014 0.097615000000000021 0.069910000000000014 -0.089024999999999979 0.084100000000000022 -0.24333999999999997 -0.082689999999999986 -0.14733499999999997 -0.23935499999999996 -0.035699999999999989 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 17 9 12 -11 -12 -9 -13 -15 -16 20 18 19 -2 -17 -3 -19 25 -25 -24 -26 -27 -29 -30
right_child=2 21 3 -5 -6 -7 -8 8 -10 10 11 13 -14 14 15 16 -18 22 -20 -21 -22 -23 23 24 26 27 -28 28 29 -31
leaf_value=-0.0034528965472995251 -0.003886941605308147 -0.0014053799760854453 0.0038873412848648647 -0.00011676685488994456 -0.0027998890758714735 -0.002414572142702417 -0.0029536104646066801 -0.00048547833187940516 -0.0020329222350526071 -0.0022248109499944618 0.0036593668096534747 -0.00092699597257361475 0.0031109437608776071 -0.0010430514564575635 -0.00060997876645014386 0.0038365754620904675 -0.00022541391837186821 -0.002623026377899389 0.00082717744645614897 -0.00010581726650419315 0.0014371100586170248 0.0023121116503702879 0.0026046376825330747 0.0013898122156182826 -0.0001752610569104545 0.0022280161473847912 -0.0038870776303235317 -0.0029235913176282745 -0.0020085902422034467 0.0029776857097813733
leaf_weight=0.001745355989862917 0.0027508272925607048 0.0016729941245161584 0.001630084127297593 0.0023422562424535434 0.0015947692816067329 0.0015702606827403534 0.0011405141772691243 0.010445144289510822 0.0018594752533545025 0.0013650334160990587 0.0028250468924682073 0.0023653379097652296 0.0012212814487835297 0.0016306632638602983 0.0015531911751622855 0.0048513547738622282 0.0014222616968595503 0.001089589779559307 0.0012369107315031158 0.0018278499055232045 0.0022866690609930629 0.0010045717402213938 0.0023599626548076458 0.001876245538035449 0.0011649069805370624 0.001615144603420049 0.0016699640241157861 0.001300664718232758 0.0018975842897717213 0.0017836142717082559
leaf_count=398 521 166 140 76 94 45 41 677 32 150 82 50 35 39 15 118 32 183 52 193 68 48 70 20 91 8 262 140 33 31
internal_value=0 -0.00136901 6.68842e-05 0.00152635 -3.53569e-05 4.46436e-05 0.00011677 0.0001836 0.000596581 0.000759749 0.00131359 0.00159881 -0.000108993 0.00118624 0.00161186 0.00203993 0.00252073 -0.000455253 -0.00169589 -0.00237748 0.00306791 -1.06479e-05 3.36463e-05 0.00024543 -0.000867695 0.000830903 -0.00236182 0.000196381 -0.000462285 0.00040736
internal_weight=0 0.00442292 0.0606766 0.00397234 0.0567043 0.0551095 0.0535392 0.0523987 0.0318255 0.029966 0.0182996 0.0169345 0.0116664 0.0141095 0.0117441 0.0101135 0.00856029 0.0205733 0.00581559 0.00457868 0.00713802 0.00267757 0.0147577 0.0136681 0.00471112 0.00895697 0.00283487 0.00659701 0.00498186 0.0036812
internal_count=3910 612 3298 216 3082 2988 2943 2902 1298 1266 554 404 712 322 272 233 218 1604 766 714 186 214 838 655 373 282 353 212 204 64
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=45 14 30 160 484 150 401 52 133 1 48 47 38 12 2 49 159 43 49 51 52 42 457 16 13 13 48 48 151 13
split_gain=0.00211546 0.00232764 0.00199183 0.00181924 0.00187354 0.00370736 0.00185838 0.00166341 0.00191145 0.00200239 0.00246673 0.00219373 0.00233113 0.00205115 0.00271633 0.00253377 0.00240023 0.00239177 0.00181882 0.00225317 0.00233711 0.00250107 0.00183755 0.002206 0.00271908 0.00179183 0.00208209 0.00206947 0.00172296 0.00203926
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.40446999999999994 -0.0043499999999999988 0.094545000000000018 0.10022000000000002 -0.42985499999999993 -0.26719999999999994 0.11368000000000002 0.12675000000000003 0.10933000000000002 1.0000000180025095e-35 0.099680000000000005 0.091985000000000011 -0.085174999999999987 0.087945000000000009 0.088185000000000013 -0.081629999999999994 -0.089214999999999989 -0.082554999999999976 -1.0000000180025095e-35 0.53894500000000012 -0.077034999999999978 -0.009244999999999998 -0.089899999999999994 0.099240000000000009 0.091125000000000025 -0.40391999999999995 -0.077154999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -9 10 11 12 13 14 15 -10 -15 18 -17 -20 -21 -22 23 -23 -25 -16 27 -27 -11 -30
right_child=1 -3 -4 4 6 -7 -8 8 9 28 -12 -13 -14 16 25 17 -18 -19 19 20 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0012942849112874465 -0.00089646719534385152 -0.00097339205384820867 0.0012937919359199881 -0.00089335014398442226 -0.00079199369412203909 0.00096441739909536143 -0.0012281127029882537 -0.0010827553314609803 -0.00084231365088339647 -0.0009100501739676102 -0.0011619465256612889 -0.00095443991886637531 -0.00076963659647998333 -0.00073248511295768883 0.00091419844476899688 0.00096967291804655824 0.0011177722917008949 -0.0012942094239131792 0.00087964296745235719 -0.0011152760777746304 -0.0012938414678891044 0.00073490547762750688 -0.0012939611106622402 -0.0010291910525849685 0.00033224659058123357 0.00020939143637846842 0.00090457901674293525 -0.0012125657896644773 0.001077553473451292 0.00025819627493263322
leaf_weight=0.0020093144657948861 0.0039660370210476961 0.0043628166798690407 0.0019211786257145027 0.0089117431484675436 0.0038157707214363503 0.0022520872846598658 0.0019303912811228221 0.0023470803860936576 0.0055734611817399573 0.0015404761937816138 0.0028962314085845256 0.0035209126018003181 0.0050668748126554411 0.0077277665347184055 0.009962283553107909 0.0041768376479467397 0.0013834509750552115 0.0019780937434461512 0.00480310320536148 0.0032256196000872662 0.0020949437828994269 0.0095808897762470323 0.0013214710415923028 0.0036402851442964845 0.0075413161703181877 0.021234079156576158 0.0068993117649824845 0.0018632309905441949 0.0072199946037727605 0.017180977660316898
leaf_count=15 289 122 97 559 299 22 181 181 62 13 23 26 49 163 68 30 20 14 54 80 352 226 10 222 35 268 34 21 173 202
internal_value=0 -4.14368e-05 -1.5302e-05 -3.16699e-05 -8.75685e-06 -0.000518581 3.23303e-05 5.01433e-05 7.43444e-05 9.51661e-05 1.52989e-05 4.88597e-05 8.48791e-05 0.000131432 0.000194745 -2.72516e-05 -0.000451541 9.11638e-05 0.000166482 6.232e-05 -8.09296e-05 5.70588e-05 0.000185209 0.000279354 -0.000110983 0.000438836 0.000280962 9.46839e-05 0.000416865 0.000500636
internal_weight=0 0.159939 0.155576 0.153655 0.149689 0.0111638 0.138525 0.136594 0.132779 0.130432 0.10449 0.101594 0.098073 0.0930061 0.0838949 0.043936 0.00911122 0.0383626 0.0363845 0.0322076 0.0274045 0.0241789 0.022084 0.0207625 0.0111816 0.0399589 0.0299966 0.0230973 0.0259414 0.024401
internal_count=3910 3895 3773 3676 3387 581 2806 2625 2326 2145 1757 1734 1708 1659 1476 1085 183 1023 1009 979 925 845 493 483 257 391 323 289 388 375
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=1 484 3 151 52 1446 47 2 4 1374 3 0 12 40 49 42 132 105 9 47 47 42 4 50 146 48 43 2 43 52
split_gain=0.00216363 0.00266836 0.00269956 0.00242313 0.00255307 0.00241306 0.00234048 0.0023502 0.0025522 0.00262421 0.00446236 0.00328296 0.00230054 0.00209595 0.00203025 0.00198801 0.00198641 0.00183751 0.00270412 0.00188573 0.00322138 0.00296941 0.00250515 0.00195164 0.00201163 0.00206403 0.00162349 0.0015966 0.00197133 0.00156231
threshold=0.094385000000000011 -0.0043499999999999988 -0.115685 -0.40391999999999995 -0.40083499999999994 0.091520000000000018 0.077735000000000012 0.10393500000000001 -0.49837999999999999 -0.094679999999999986 0.086245000000000016 -0.072559999999999986 0.10333000000000002 -0.078484999999999985 0.10960000000000002 0.085330000000000003 0.079995000000000011 0.078475000000000017 -1.0000000180025095e-35 0.086785000000000015 0.10783500000000001 -0.11403999999999999 -0.17479499999999998 0.11515000000000002 0.10949000000000002 0.12862000000000004 0.0058450000000000004 1.0000000180025095e-35 -0.092084999999999986 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 12 14 7 8 -4 -10 11 15 -5 -9 16 27 17 18 -6 21 -21 -20 -23 24 25 -24 -13 -11 -29 -30
right_child=3 2 6 4 5 -7 -8 13 9 10 -12 26 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0009783687372760671 -0.00083765526987804675 0.00026234935187911655 -0.00089964995600454482 -0.0011043254996424027 0.0010369672312446915 -0.0010665851506843993 -0.0010077915792135082 0.00017419929033451819 -0.0011046832356838717 -0.0011042079801615698 0.00066170681981968704 0.00070842122349186703 0.00049983468923475184 -0.0010814399093898278 0.00077919279106014681 -0.0010745957815204116 0.0010101731089769334 -0.0007492687203157016 -0.001023819045024577 -0.00081742687126141848 0.00018587903154910923 -0.0007095539631383433 0.00069869628915186213 -0.00051466965100898602 -0.00086973032575289805 -0.00018622295908999126 -0.00051418388176753484 -0.0011042638200548449 0.00026005144588321389 -0.0011043646354547997
leaf_weight=0.0045200735403829731 0.0031947344098171007 0.018433248799766488 0.0040387004644273352 0.0035315198233902825 0.0040056812574960068 0.0017883638524338599 0.004291858257877478 0.0022841887084723567 0.0023799295102122633 0.0021096713723949253 0.011619278959528856 0.0061367516543420243 0.0015763952996721287 0.0055794604284251648 0.007388055498807943 0.0042095360689007313 0.0032184580849730074 0.0028267458542359227 0.0021212605943219378 0.0064992658905964609 0.0097606893370141279 0.0026209829575236576 0.022005769068982779 0.0025090847532851504 0.0012410186236593282 0.0037628127502102862 0.0016884222497690615 0.0018994542909869247 0.0096560085369006288 0.0011443683300802485
leaf_count=484 35 183 48 139 98 35 168 11 46 146 51 77 17 258 81 549 108 15 12 57 80 25 414 50 6 23 24 158 262 250
internal_value=0 -0.000154337 -0.000104985 0.000104063 0.000144254 0.000199436 -0.000223699 -0.000159898 -6.23408e-05 2.04544e-05 9.00723e-05 -0.000157355 -0.000609253 -0.000716709 0.000232751 -0.000405031 0.000166101 0.000118734 0.000163733 9.44964e-05 -0.000215152 0.000241453 0.000324963 0.000416818 0.00050335 0.000569477 0.000444622 -0.00021471 -6.69489e-05 0.000115483
internal_weight=0 0.079991 0.0754709 0.0780508 0.0748561 0.0697482 0.0570376 0.0527458 0.0448821 0.0408434 0.0384635 0.0268442 0.00510792 0.00786365 0.0679598 0.019019 0.0605718 0.0573533 0.0545266 0.0505209 0.01626 0.0342609 0.0321397 0.0295187 0.0270096 0.0257686 0.00782517 0.0148095 0.0126998 0.0108004
internal_count=3910 2715 2231 1195 1160 1004 2048 1880 1611 1563 1517 1466 156 269 969 1365 888 780 765 667 137 530 518 493 443 437 101 816 670 512
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=31
num_cat=0
split_feature=51 124 484 1 52 149 149 42 43 3 52 1429 11 13 13 0 3 43 48 34 1 12 47 42 48 151 52 160 2 15
split_gain=0.000601848 0.000787396 0.000633219 0.0010611 0.00090528 0.000890192 0.000988911 0.000688241 0.000740957 0.00116876 0.00110758 0.00109148 0.000612552 0.00067421 0.000710852 0.000911311 0.00110948 0.00060502 0.000801081 0.000890063 0.000844713 0.00113404 0.000979918 0.000920213 0.000895043 0.00109793 0.00130906 0.000789232 0.000724542 0.00069172
threshold=-0.40274499999999996 0.10385500000000002 -0.0043499999999999988 0.13662500000000002 0.024145000000000003 0.091325000000000003 1.0000000180025095e-35 -0.10770999999999999 -0.07526999999999999 -0.078669999999999976 -0.16207999999999997 0.084920000000000009 0.079700000000000007 0.23436000000000004 0.17936000000000002 -0.060094999999999989 -0.086589999999999986 -0.00084499999999999994 0.12649500000000002 -1.0000000180025095e-35 0.10373000000000002 0.098845000000000016 0.084155000000000021 0.090930000000000011 0.091875000000000012 -0.016164999999999995 -0.031409999999999993 -0.079234999999999986 0.092175000000000021 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 -4 9 10 -9 17 13 14 15 16 -12 -10 19 -19 21 23 27 24 25 -21 28 -22 -27 -26
right_child=1 -3 3 -5 -6 -7 -8 8 11 -11 12 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.001797312697567037 -0.0026244300468185057 0.0021668834073042169 -0.0020414040492611036 0.0021548042575023543 0.00052031321728955192 -0.0031318945034117286 0.0029007549169130374 -0.0033118717636547116 -0.0018605106751622426 0.0016731282277126758 -0.0031225926676441427 0.0024894184885203628 -0.0021999567429544665 0.00273491635760733 -0.0022245417525947821 0.0021384200472788803 0.00077443204594574528 -0.0025107056553391387 -0.0025097414034915807 0.0025904284447391341 -0.00041657033453278955 -0.003086074156426461 -0.00068419664789859109 -0.003111443690213414 -0.0033178418817161942 -0.003317546844664994 0.0008016854253717373 0.0025949356940316707 0.00014239153062341786 -0.00015353347866626986
leaf_weight=0.0020422802631423478 0.0023695916939425734 0.0018460018774248957 0.0018449359224143027 0.0025392199144071972 0.0017520743021541829 0.0010050885385339816 0.0012791144116945921 0.0010636089254614225 0.0028527612067719135 0.006612006479778997 0.0011699519088341779 0.0015033719468595655 0.0010042579516529307 0.0013046575798454363 0.0011694757214080198 0.0025121279035573733 0.0025692115060991227 0.0016119567803798409 0.0016389016377131851 0.0022737990943682016 0.0012912929615751523 0.001540824728353706 0.0026322574573782731 0.0010486426640330384 0.0013073637196119314 0.0016300422388280103 0.0068795128498715394 0.0037054240466005686 0.0011260714894998358 0.0018162394420082615
leaf_count=145 404 42 175 190 158 34 39 122 666 279 199 82 37 33 23 41 205 42 40 40 20 132 31 170 19 49 254 166 47 26
internal_value=0 3.24498e-05 -3.20862e-05 5.88107e-05 -0.00128763 -3.90364e-05 1.91903e-05 -5.15436e-05 2.14944e-05 0.000574873 -9.79217e-05 -0.000271633 0.000253414 0.000535786 0.000149154 0.000593218 -0.000444913 -0.000404016 -0.000258238 -0.000120877 3.16809e-05 -0.00036751 0.00095379 -0.000107038 0.000102537 0.000517063 2.77934e-05 0.00181668 -0.00190391 -0.00147793
internal_weight=0 0.0628998 0.0610538 0.0569321 0.00412167 0.0543929 0.0533878 0.0521087 0.0502638 0.0174053 0.0107933 0.0328585 0.00972968 0.00872542 0.00742077 0.00625129 0.00373916 0.0313551 0.0285023 0.0268634 0.0252515 0.0176225 0.00762897 0.0160817 0.015033 0.0119094 0.00963563 0.00499672 0.00275611 0.0031236
internal_count=3910 3765 3723 3161 562 2971 2937 2898 2723 939 660 1784 538 501 468 445 404 1702 1036 996 954 737 217 605 435 390 350 186 96 45
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=4 151 11 474 480 403 1456 13 39 42 43 158 50 2 457 49 0 42 15 1 2 156 9 123 133 13 457 475 151 147
split_gain=0.00290302 0.00414343 0.0038382 0.00298744 0.00284812 0.00285459 0.00279232 0.00286517 0.00284015 0.00306049 0.00300482 0.00287408 0.00271728 0.00291448 0.00274714 0.00262218 0.00496941 0.00397392 0.0034 0.003721 0.00367865 0.00302522 0.00317082 0.00298241 0.00313476 0.00288122 0.00282608 0.00258526 0.00274883 0.00216355
threshold=0.28937500000000005 -0.27336999999999995 0.080455000000000013 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5337599999999999 0.085060000000000011 -0.089024999999999979 -0.044024999999999988 0.09908500000000002 0.11901000000000002 -0.13811499999999996 -0.068264999999999978 -1.0000000180025095e-35 0.076335000000000014 0.11223000000000001 -0.073314999999999991 0.11649500000000002 0.097940000000000013 0.097460000000000019 0.084755000000000011 0.083190000000000014 0.084760000000000016 -0.45122499999999993 0.084715000000000013 -0.086424999999999988 -0.08514999999999999 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 27 -7 -8 11 -10 -11 15 13 -5 -15 16 18 21 20 -20 26 22 23 24 -17 -26 -9 -1 -29 -4
right_child=1 3 29 12 -6 6 7 8 9 10 -12 -13 -14 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0013620786931388296 -0.0013246395619670721 -0.0014021055826480204 -0.0014006633233241091 6.2908146042033096e-05 -0.0014005462947385505 -0.00088946973964524256 -0.00095572968770214338 -0.00088176284323864299 -0.00024244367639809371 0.0013561706289206706 -0.00017806262692494429 -0.001400715865676366 -0.00066977753832228419 -8.393546532116806e-05 0.0013554636905153624 0.00052927981992930025 0.0014015488767400528 -0.0013334158735669539 -0.0010879543173437302 0.00029846851682868166 0.0014009070035372535 -0.0011993967416416347 -0.0014004083625256754 -0.001271695703588913 0.00057363371166234845 -0.0010268415214335054 0.00032560104807926644 0.00096628611072542016 -0.0011925328186291222 0.00081592262831028408
leaf_weight=0.0010738604082689571 0.0026434535603812028 0.0015270076301021609 0.0062950651465598631 0.0080420179492932641 0.0030496640560446755 0.0064215825170563781 0.0053192276794788987 0.0069989046291780719 0.0059396663262987195 0.0098802017978130152 0.0033525329417898328 0.002754544406510461 0.0029181087265897068 0.0032003078376874319 0.013860721431655069 0.060191089116579555 0.0033619929454289368 0.003194543873050292 0.015981540464686361 0.004978455084255983 0.0033151819969532417 0.0026839057117840062 0.0020556512599796397 0.0021218386373220701 0.003803414641879499 0.0052503590125532185 0.008321490277154453 0.00132408821682617 0.0091413264501332137 0.0010007473410951206
leaf_count=6 20 4 171 66 246 312 19 77 30 146 31 69 15 15 306 722 6 62 268 34 38 95 42 12 6 203 37 20 828 4
internal_value=0 0.000354995 -0.000102002 0.000505259 -5.94454e-05 -3.5023e-05 1.47125e-05 5.35493e-05 9.07832e-05 0.000592635 0.00096747 1.38175e-05 0.000609201 0.000757876 0.00108546 4.56877e-05 -0.000232949 0.000196626 -0.000371731 -0.000758649 6.34471e-05 0.000260849 0.000314228 0.000363616 0.000413726 -0.000354495 -0.000225966 -0.000707081 -0.000919398 -0.00109662
internal_weight=0 0.0321916 0.177811 0.0295482 0.170515 0.167465 0.155926 0.149505 0.144185 0.0191724 0.0132327 0.125013 0.0280212 0.025103 0.017061 0.122258 0.0429576 0.0793008 0.0395956 0.02096 0.0186356 0.0761063 0.0734224 0.0713667 0.0692449 0.00905377 0.0153204 0.0115393 0.0104654 0.00729581
internal_count=3910 426 3484 406 3309 3063 2209 1897 1878 207 177 1671 402 387 321 1602 460 1142 454 302 152 1080 985 943 931 209 114 854 848 175
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=1456 52 39 453 43 47 13 1373 42 133 43 16 47 457 15 13 52 43 1375 457 160 1456 1 14 1453 157 41 3 47 0
split_gain=0.0021072 0.00220292 0.00246088 0.00243776 0.00240257 0.00335091 0.0032824 0.00206921 0.00216 0.00226283 0.00196285 0.00252353 0.00253339 0.00190959 0.00215037 0.00433268 0.00212469 0.0019025 0.00181229 0.00191769 0.00180207 0.00189191 0.00203101 0.003352 0.00178306 0.00177211 0.00169607 0.0023441 0.00314508 0.00232367
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.085060000000000011 1.0000000180025095e-35 -0.049504999999999987 0.11069000000000002 0.28269500000000009 0.099250000000000019 0.085775000000000004 1.0000000180025095e-35 -0.52334499999999984 -0.17157499999999998 0.10976000000000001 -0.15747999999999998 0.084565000000000015 -0.26418499999999995 0.28122000000000008 0.25671000000000005 -0.43271999999999994 0.088055000000000008 0.097500000000000017 1.0000000180025095e-35 0.13702500000000004 0.07802000000000002 -0.09343499999999999 0.087580000000000005 0.07677500000000001 -0.097604999999999983 0.09252500000000001 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 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 3 7 6 -6 -4 8 13 10 -10 12 -12 -3 16 -16 17 18 -15 20 21 22 23 26 -1 -17 27 29 -29 -20
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 15 25 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00057773163267628772 -0.00050710049877885916 0.0011675384004091005 0.0010496176636810909 -0.00089345019693705884 -0.00059288019072163906 0.0011532216591610138 -0.0012192220273857294 -0.0012194979139805065 0.0012197753685437014 -0.00090456810785549571 0.00069061797187429884 -0.00064186592881115986 -0.0007000488704501733 -0.00052431262465907737 0.0011733959859664023 -0.0010698238205444572 -0.00085634301027699168 -0.00099369788571296346 0.0010650199182276729 0.00095600871742221273 -0.00074365130059446177 -0.000743301943263473 0.0012196620653325357 -0.0012197787356073161 -0.0010747485644717778 0.00063636255678076843 -0.00071186896415327279 0.00033177207697776691 -0.00079892547632790488 -0.00012835385943965426
leaf_weight=0.0012166953881234122 0.011935426721363385 0.0025209527536986789 0.0096643221319396844 0.0046144869888422582 0.0053953761260174806 0.0023424626792802883 0.001050643064552049 0.0020001174499384424 0.0016056081803981206 0.0064296070247467077 0.0063607405097485491 0.0090749088823951531 0.0028053221049049171 0.0044110496846343486 0.001972316416868126 0.0068868758383118234 0.0029386768133790033 0.0019301973606964387 0.010581344679575708 0.0057430644799865141 0.0027577698359380056 0.0026437683962630123 0.0034390288215462297 0.0022014411223949528 0.0047933949373275544 0.0010414757750822901 0.0022751024921490162 0.030536859077777492 0.0041530683151940187 0.0031456253691430911
leaf_count=31 377 22 262 70 90 17 18 24 3 450 59 454 15 20 10 539 69 70 97 90 49 108 68 21 338 9 34 436 51 9
internal_value=0 -4.29055e-06 3.84162e-05 -2.43067e-05 0.000453343 -6.42858e-05 0.000827149 9.83957e-06 3.11364e-05 -0.000276046 -7.24263e-05 -0.000186169 0.000264997 0.000121647 9.12206e-05 -0.000443473 0.000160189 0.000200657 0.000232725 0.000282214 0.000219531 0.00026457 0.000311871 0.000252849 -0.000740217 -0.000845698 0.000316801 0.000365139 0.000196405 0.00079155
internal_weight=0 0.152458 0.140522 0.122069 0.0184528 0.00773784 0.010715 0.117455 0.115455 0.0262762 0.0198466 0.018241 0.00916606 0.0891786 0.0866577 0.00990067 0.076757 0.0738183 0.0718881 0.0674771 0.061734 0.0589762 0.0563325 0.0528934 0.00601009 0.00792835 0.050692 0.0484169 0.0346899 0.013727
internal_count=3910 3541 3164 2777 387 107 280 2707 2683 981 531 528 74 1702 1680 558 1122 1053 983 963 873 824 716 648 369 548 627 593 487 106
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=31
num_cat=0
split_feature=31 4 11 12 48 14 3 158 48 13 159 156 13 0 39 3 43 43 52 52 13 15 2 52 4 2 3 2 15 4
split_gain=0.000549162 0.000561239 0.00094574 0.000866403 0.000964439 0.00101799 0.000684539 0.00071158 0.000667676 0.000645557 0.00112846 0.000925872 0.000719065 0.000657001 0.000828643 0.000818899 0.000759234 0.000883113 0.000857788 0.000736787 0.00066732 0.000639222 0.000802236 0.00117968 0.000595975 0.00106401 0.000943282 0.000740894 0.000781907 0.00052479
threshold=-1.0000000180025095e-35 0.28937500000000005 0.080455000000000013 -0.041094999999999993 0.11930500000000001 -0.46879999999999994 -0.14539499999999997 0.085745000000000002 0.084905000000000022 -0.094679999999999986 0.081445000000000017 0.091280000000000014 -0.5337599999999999 -0.230625 0.005105000000000001 -0.013944999999999997 -0.074254999999999988 -0.079109999999999986 -0.15154999999999999 0.084240000000000023 -0.0041499999999999983 -1.0000000180025095e-35 0.106285 0.088900000000000021 -0.0017649999999999999 0.11125500000000001 0.076695000000000013 0.086245000000000002 -0.074174999999999977 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 9 -9 10 12 13 -8 -11 16 -16 17 18 -15 -20 -18 -2 23 -23 26 -26 -22 -28 -29 -7
right_child=1 3 -4 4 -6 29 7 8 -10 11 -12 -13 -14 14 15 -17 20 -19 19 -21 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.002166549737218857 0.0039837824718786897 0.0042914673717724871 -0.0032715332203411603 -0.0024698698045188712 -0.0033902297777810698 0.001060332304737729 -0.003101024271176147 -0.0038566168955076591 0.00040944695578860505 0.0013570447092381085 0.0039022674107922505 -0.0035431227480180829 0.00061656013627799555 -0.0040688545910902681 0.0032597090745260615 -0.00020452430461917543 -0.0037377330571821596 0.0027346713071015436 0.00066644240759557377 -0.0024804217871750595 0.00310514612285895 0.0021465203858100283 0.0030796429865885535 -0.0042927144036820674 -0.0037973936769525583 0.0012905265230712696 0.00099062410326858038 0.00023565536975572119 -0.004291550438557566 0.0042916318403166207
leaf_weight=0.0020245088816164261 0.001278209938096353 0.0011784918168409328 0.0018746451494262564 0.0013410300810505768 0.0010968789891450115 0.0050188829054036424 0.0011116639797137404 0.0019248707681103197 0.0010408390939504741 0.0038567871360939343 0.0017531435842208518 0.0017118785252465676 0.0069335665628384993 0.0011470184026483041 0.0018681006180720772 0.0038378811439230267 0.0022547687672350722 0.001743731851093778 0.0057336767291440429 0.0018001767743218711 0.0011989516998045513 0.0010036016579917364 0.0012950186392117757 0.0010960405704736331 0.0028684209664535734 0.0010281234125777416 0.0018279791891089303 0.001166732401770787 0.0017654950599492736 0.0011347525417484405
leaf_count=113 28 143 175 23 29 110 11 255 35 41 58 192 209 165 72 95 933 100 369 248 148 45 12 22 101 23 25 10 53 67
internal_value=0 -0.000104062 -0.000277908 0.000841168 0.000367895 0.000917913 -0.000168399 -0.000325493 -0.00235941 -0.00018717 0.000782671 -0.000468239 0.000102876 -0.000304245 -0.000531122 0.000929643 -0.000900995 -5.20451e-05 -0.000611815 -8.54851e-05 -0.00163176 0.00139734 0.000423447 -0.00121484 -0.00114996 -0.00245492 -0.000296687 -0.00115351 -0.00249018 0.0016562
internal_weight=0 0.0628914 0.0531213 0.00977004 0.00859154 0.00749467 0.0512467 0.0465738 0.00296571 0.0436081 0.00979837 0.0338097 0.00804523 0.0320978 0.0282411 0.00570598 0.0225351 0.0104246 0.00868087 0.00753385 0.0121105 0.00467287 0.00339466 0.00209964 0.0098557 0.00389654 0.00595916 0.00476021 0.00293223 0.00615364
internal_count=3910 3797 3425 372 229 200 3250 3143 290 2853 278 2575 220 2383 2342 167 2175 882 782 617 1293 107 79 67 360 124 236 88 63 177
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=1 484 1446 3 47 2 2 49 13 13 1374 0 49 40 52 151 49 44 146 47 15 106 3 0 1 1 0 52 2 47
split_gain=0.0015933 0.00199702 0.00162853 0.00153195 0.00185967 0.00204449 0.00192838 0.00231939 0.00211743 0.00176041 0.00205233 0.00197457 0.00195253 0.00161527 0.00147632 0.00144769 0.00189808 0.00161694 0.00152226 0.00181176 0.00206192 0.00248312 0.00277005 0.00196696 0.00195098 0.00188819 0.00205673 0.00155817 0.00148521 0.00141154
threshold=0.094385000000000011 -0.0043499999999999988 0.091520000000000018 -0.115685 0.077735000000000012 0.10393500000000001 0.097940000000000013 -0.085974999999999982 -0.089899999999999994 -0.023539999999999995 -0.094679999999999986 -0.23029999999999998 -0.075429999999999983 -0.078484999999999985 -0.42985499999999993 -0.40391999999999995 0.092185000000000017 0.096025000000000013 0.11615000000000002 0.09252500000000001 0.035895000000000003 0.092305000000000012 0.11818000000000002 -0.14136999999999997 0.10786000000000001 0.11026000000000001 -0.10303999999999998 0.13709500000000002 0.113945 0.085165000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 6 7 -5 -8 12 -11 -12 -9 -7 -2 -16 18 -18 19 20 21 22 27 28 -21 -22 -27 -17 -24 -3
right_child=2 3 -4 4 -6 13 8 9 -10 10 11 -13 -14 -15 15 16 17 -19 -20 24 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010116688938028823 -0.0011717774518892588 5.5285950339569792e-05 -0.0011177075655461764 -0.001171991066872688 -0.001060085773591011 0.00013220151155123866 0.0010610709665578805 0.00065823162255184884 -0.00023407454446002822 -0.0011720929769608898 0.00099925275881412629 3.7086188920815038e-05 -0.00072572447030731194 -0.001143157797063485 -0.00077955850932757607 0.0009067850091921618 0.0010863174260819339 -2.6025780768920456e-05 -0.0011266325166975654 -0.00097261511001862976 -0.0008449889703869073 -0.00090315479693286668 0.00031754562269245101 0.00082312288769947829 2.5029172117547154e-05 0.0011426190071373644 -0.00038349428269541863 -7.3837667075248749e-05 -0.00095986468280272533 0.0010431021824119345
leaf_weight=0.0036043559812499728 0.0011872219927582242 0.013171737924508875 0.0014868625349606637 0.0029129886224303894 0.0033652008909701428 0.0019469732046673016 0.0040164610673514289 0.0017087472819525829 0.0030485318688215904 0.0014590528207918388 0.0039268798618650172 0.011516146738451917 0.0077359917953545576 0.0045489869948305275 0.0022325506713514178 0.015747944678864201 0.0053278769674136583 0.0027051470615333528 0.0013527157534554126 0.0035347407484422897 0.0037941364830942348 0.0017956714825686495 0.0020307189151935745 0.0023344066017614287 0.011277654191772513 0.0020769172554082616 0.0029128239572173698 0.0025906070079599877 0.0032487775078777759 0.002338681413306177
leaf_count=484 143 163 36 67 168 11 15 26 97 11 19 604 772 258 31 361 70 24 7 45 107 19 17 102 100 14 46 38 35 20
internal_value=0 -0.000163908 9.45996e-05 -0.000114381 -0.000221379 -0.000155467 -4.71961e-05 -0.000179856 0.000502218 -7.01624e-05 0.000156246 0.000281748 -0.000475338 -0.000760906 0.000122698 0.000147107 0.000181173 0.000711732 0.000100296 0.00013262 0.000272774 0.000429395 0.000521595 -7.25039e-05 -0.000213043 -0.00022199 0.000251731 0.000768257 -0.000468518 0.00020423
internal_weight=0 0.0653007 0.0656368 0.0616964 0.046186 0.0428208 0.0363248 0.0292598 0.00706499 0.0263468 0.0169021 0.015443 0.00944474 0.00649596 0.0641499 0.0629627 0.0607301 0.00803302 0.0526971 0.0513444 0.036532 0.0277481 0.0259525 0.0076139 0.0148124 0.00878388 0.00498974 0.0183386 0.0052795 0.0155104
internal_count=3910 2715 1195 2231 2048 1880 1611 1499 112 1432 634 623 798 269 1159 1016 985 94 891 884 739 572 553 154 145 167 60 399 52 183
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=31
num_cat=0
split_feature=51 124 376 4 160 484 52 1 12 48 148 1 47 14 43 3 47 131 49 2 15 4 2 2 4 4 16 39 0 52
split_gain=0.000520808 0.000678884 0.000661121 0.000647522 0.000804271 0.00071454 0.00103567 0.000962173 0.000813217 0.00107218 0.000934277 0.000863217 0.000968875 0.000976217 0.000920393 0.000730568 0.00119941 0.00085592 0.00089879 0.000701716 0.000688667 0.000735914 0.000854914 0.000672983 0.000614404 0.000574545 0.00066167 0.0010807 0.00101283 0.000899015
threshold=-0.40274499999999996 0.10385500000000002 0.088415000000000007 -0.49837999999999999 -0.40446999999999994 -0.0043499999999999988 0.024145000000000003 0.13662500000000002 0.11655500000000001 0.12862000000000004 -0.084284999999999985 0.10386500000000001 0.084155000000000021 -0.46879999999999994 -0.074904999999999985 -0.115685 0.09252500000000001 0.08987500000000001 -0.085174999999999987 0.10393500000000001 -1.0000000180025095e-35 -0.060264999999999992 0.090545000000000014 0.092175000000000021 -0.52333999999999992 0.05309500000000001 0.0015250000000000001 0.005105000000000001 -0.10575999999999998 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 -5 6 -6 8 9 10 -7 15 13 -13 -14 20 17 18 23 25 -12 22 -22 -17 -2 26 27 28 -20 -30
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 11 12 14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022320568296203217 -0.00024906288771298156 0.0026690976057216105 0.0032454485092798082 -0.0036689523615067578 -0.003865349475607128 -0.0033070660272769654 0.00069480940329642686 0.0029795899940871164 -0.0024443350796871021 -0.0029986131895416409 0.0038354001340115016 -0.0012649665366325186 0.0025002125283171174 0.0032696623380810397 -0.0013942425178147489 -0.0039718712289384759 -0.0038148664211981017 -0.0037710972923485873 0.00070097588493917267 -0.0020541989724352353 -0.0010351422441953371 -0.0020891339795952322 0.0033115947043870398 -6.1486974326070522e-05 -0.004377596529420962 0.0027185060495463456 0.0020819747429255291 0.0037210450746255103 -0.0037869197769173847 0.00059239627574978609
leaf_weight=0.002000983870451555 0.0014831741110850061 0.0018216862626143629 0.0011484335344995591 0.0011247027075240714 0.0020578743788510758 0.0013036421686187785 0.0017789184422378757 0.002291150243163286 0.0023329450425118017 0.0019189536036581236 0.0016217567850134174 0.0010827820860015436 0.0018178227603016239 0.0056836319105215694 0.0032253712138299306 0.0015851441650198686 0.0017096024151090896 0.0011047207850725096 0.0049338466020207739 0.0017710380526172456 0.001425716661556109 0.0014400509066945155 0.002211373261829408 0.0018013008956323517 0.001292242403876819 0.0026348428585887254 0.0036664561456660758 0.0012514896847619647 0.0025921392591117445 0.0013741109152364261
leaf_count=145 63 42 69 290 375 60 155 164 88 50 49 26 39 280 36 56 100 222 51 132 56 19 25 36 109 79 119 44 487 444
internal_value=0 3.6993e-05 -4.33699e-05 -0.000107915 -5.17634e-06 7.02706e-05 -0.00175104 0.000207884 7.69179e-05 0.000204355 0.000343296 0.000454138 0.00146168 0.00254402 9.5165e-06 7.18334e-05 -0.000279359 -1.3267e-05 0.000178833 0.000563621 0.00135231 0.000559152 0.0016077 -0.00189188 -0.00217132 0.000845411 0.000488247 -8.73606e-05 -0.000622881 -0.0022697
internal_weight=0 0.0614869 0.0596652 0.0585168 0.0557414 0.0546167 0.00383679 0.0507799 0.0484887 0.0461558 0.0442368 0.0429332 0.0118096 0.00676641 0.00504319 0.0311236 0.0244247 0.0227151 0.0216104 0.0182239 0.0066989 0.00507714 0.00363709 0.00338645 0.00277542 0.0164529 0.013818 0.0101516 0.0089001 0.00396625
internal_count=3910 3765 3723 3654 3482 3192 530 2662 2498 2410 2360 2300 381 306 75 1919 1770 1670 1448 1356 149 100 81 92 172 1224 1145 1026 982 931
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 480 1212 1373 1453 457 51 14 421 50 48 2 151 1 48 484 133 10 13 40 159 160 52 151 42 484
split_gain=0.00273029 0.00274575 0.00269991 0.00205271 0.00196192 0.00197895 0.00202968 0.00188852 0.00177231 0.00177201 0.00206531 0.00191042 0.00162421 0.00176833 0.00161024 0.00224572 0.00280701 0.00159837 0.00162279 0.00155185 0.00245273 0.00190346 0.00174007 0.0018899 0.00193134 0.00185569 0.00190372 0.00175719 0.00208421 0.00161323
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 -0.092224999999999988 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.099250000000000019 -0.09343499999999999 0.53894500000000012 0.013805000000000001 0.077685000000000018 1.0000000180025095e-35 0.11901000000000002 0.09227500000000001 0.092745000000000008 -0.086034999999999986 0.11368000000000002 -0.064549999999999982 0.042570000000000004 -0.0023199999999999996 -0.010699999999999999 -0.5337599999999999 -0.082989999999999994 0.099650000000000016 -1.0000000180025095e-35 -0.42985499999999993 -0.08373499999999999 -0.10770999999999999 0.088645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 8 6 -6 9 -5 10 11 19 13 17 15 -12 -17 18 -4 20 -8 -22 -23 -24 25 -25 -27 -28 -29 -21
right_child=2 -3 12 4 5 -7 7 -9 -10 -11 14 -13 -14 -15 -16 16 -18 -19 -20 29 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.0013196272140620249 -0.0012434865854250136 -0.001051084069128228 0.001319793794424976 0.00047936848453527885 -0.0013196925695234858 -0.0013197125303610819 -0.00081077339732174537 -0.001135924570176127 -0.0012656469766971678 -0.0012759322339891226 0.0006231559106725619 -0.0013198923520288213 -0.0010950944769750135 -0.00058894214518462047 0.0008637775839088665 0.0012137808997537418 -0.00085544221244638317 0.0012278350520353726 0.00013887161606729678 0.00085580816719457568 -0.0011809994671556402 -0.0012155482537460666 0.00098903529681845575 -0.00091455702991421204 -0.0010198862321776278 -0.0013196411652879967 -0.00062731690322811171 -0.00071131537283813928 0.00039674052609804374 -0.00016390105754363684
leaf_weight=0.0021860358501850632 0.0016076406888032571 0.0049978015195506478 0.0026763076714360077 0.0013667633090541642 0.0019026640809611797 0.0019207827465645968 0.0065968034654808596 0.0022691544926374254 0.0039201249897109483 0.0016501838317708453 0.0083998099952111716 0.0018675454465153498 0.00101846129837213 0.0019265176028966371 0.0094571061638415443 0.001461638987166225 0.00521198516246102 0.0071231560614819492 0.0083404777301439026 0.0072639240085372592 0.0021520681788729226 0.0017419163423255659 0.0040734917192253297 0.0028629178214973896 0.0027531677908463328 0.0014271512997510163 0.0038168769943780481 0.0032094743939339301 0.037391658427694097 0.0043009767297625956
leaf_count=444 20 175 50 31 264 203 485 25 329 14 129 31 2 18 115 9 82 282 54 135 42 8 57 180 104 139 44 34 285 120
internal_value=0 -9.29006e-05 0.000404868 -5.27274e-05 -2.90603e-05 8.10634e-06 3.13323e-05 5.5154e-05 -0.000814527 8.07387e-05 0.000102268 -1.05879e-06 0.000530548 0.000613057 0.000436957 0.000169168 -0.000402247 0.000740713 0.000425753 3.06846e-05 -4.74174e-05 3.73178e-05 8.30939e-05 0.000123827 5.53407e-05 0.000116117 0.00018048 0.000228679 0.00030915 0.000476579
internal_weight=0 0.124202 0.0226926 0.119204 0.117018 0.111731 0.109811 0.107908 0.00528689 0.105639 0.103989 0.079458 0.0210849 0.0200665 0.0245305 0.0150734 0.00667362 0.0181399 0.0110168 0.0775904 0.0660255 0.0594287 0.0572767 0.0555347 0.0514612 0.0487081 0.0458452 0.044418 0.0406011 0.0115649
internal_count=3910 3484 426 3309 2865 2505 2302 2038 360 2013 1999 1664 406 404 335 220 91 386 104 1633 1378 893 851 843 786 682 502 363 319 255
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=30 421 12 2 150 1374 151 12 159 159 48 52 16 16 457 12 151 48 147 52 49 12 13 52 15 3 132 2 42 1
split_gain=0.00220742 0.00211196 0.00191129 0.00168512 0.00176835 0.00252321 0.00183113 0.00151874 0.00142471 0.00161427 0.00167458 0.00213604 0.00203652 0.00212465 0.00141517 0.00141493 0.00141063 0.00171421 0.00185731 0.00143386 0.00161674 0.00174048 0.00174148 0.00191205 0.00194763 0.00256216 0.0016607 0.00137021 0.00120652 0.00129877
threshold=0.085915000000000019 -1.0000000180025095e-35 -0.23342999999999997 0.097940000000000013 0.082085000000000019 0.10441500000000001 0.077805000000000013 0.088590000000000016 0.09141500000000001 0.088320000000000023 -0.076334999999999986 -0.0066199999999999991 -0.42360999999999993 -0.15168999999999996 -0.0015249999999999997 0.10371500000000002 0.19805500000000001 -0.098424999999999985 0.08955500000000001 0.28122000000000008 -0.13451999999999997 -0.12394999999999999 -0.17606499999999997 0.10701500000000001 -0.14487999999999998 0.10420500000000001 0.092880000000000004 -0.14847999999999997 -1.0000000180025095e-35 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 16 6 7 -6 9 10 11 -4 -12 28 -15 27 17 -5 19 20 -19 -22 -23 24 25 -24 -26 -16 -14 -30
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 12 -13 13 14 15 -17 -18 18 -20 -21 21 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0012193873780033859 0.0010665789272135526 0.0012100600117764724 -0.00078719068550491174 -0.0012141128980107123 0.0012138857604176271 -0.0012198993538501818 -0.00013530840204219804 -0.00021683208399158913 -0.0009570043399674586 0.00062683146336126635 -0.0010741544252514603 0.0011116730907561067 -0.00057643612126776064 -0.0012192701096699413 0.0010067388468360072 -0.001171404167329483 0.0011361508904354943 -0.0010619023244264226 0.0012162421516773417 -0.00099886455512647834 -0.0010126549163369937 0.00052851956441042267 0.00068757686175179781 0.0005389419591206435 -0.00071929147424177828 -0.00059256588611256741 0.00048192242944496491 -0.00039410566415502233 -0.00038297712042287637 0.00063156684796154816
leaf_weight=0.0014099566323579884 0.0018717256203188972 0.0012688819031723133 0.0014063839802247458 0.0027109814720063232 0.0049679533465081249 0.0014713390031602111 0.0042645466142374744 0.0014171592934957289 0.0064336753067379951 0.002387573288089583 0.0066770662479953549 0.0023539279277713368 0.002942349756139607 0.0035120199327387516 0.0010623095176924826 0.0034479791939396867 0.0010809802936648785 0.0029744156277047287 0.0013060040350865157 0.0035799217244303341 0.0030596409716139297 0.0062796060223604391 0.0053171459474157211 0.0046716507274524579 0.013883394161615218 0.0041268436762607053 0.0019507455445477708 0.044733750206983121 0.0026899200196623882 0.0061910439166581455
leaf_count=24 99 57 25 24 114 8 38 23 238 35 77 27 15 181 25 144 12 27 12 96 25 62 103 108 408 22 43 1753 27 58
internal_value=0 -0.000265552 -0.000279683 -0.000292551 -0.000142006 0.000276489 0.000483228 0.000896342 -0.000405789 -0.000359974 -0.000391381 0.000401484 -0.000433222 -0.000366954 -0.000471632 -0.000418311 -0.000241583 -0.000271452 -0.000217252 -0.00025809 -0.000195342 -0.000129738 -5.51744e-05 -0.000177558 -0.000309975 0.000128179 -0.000571303 -0.000361611 0.000100125 0.000324276
internal_weight=0 0.149579 0.148169 0.1469 0.0630623 0.012121 0.0106497 0.00638511 0.083838 0.0774043 0.0750168 0.00376031 0.0712564 0.0645794 0.0527561 0.049244 0.0509413 0.0498603 0.0471494 0.0458434 0.0422634 0.039289 0.0362294 0.0299498 0.0252781 0.00944399 0.0158341 0.0457961 0.0118233 0.00888096
internal_count=3910 3811 3787 3730 1125 183 175 137 2605 2367 2332 52 2280 2203 2103 1922 942 930 906 894 798 771 746 684 576 125 451 1778 100 85
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=31
num_cat=0
split_feature=52 1 484 151 49 3 47 2 2 49 13 13 1 157 44 48 2 14 51 15 52 2 13 4 1374 3 0 13 1 105
split_gain=0.000524477 0.000575214 0.000821965 0.000770346 0.000788795 0.000673872 0.000868351 0.00100341 0.00102191 0.00107452 0.000950935 0.000720958 0.000654191 0.000788102 0.000652213 0.000588324 0.000672176 0.000616257 0.000576544 0.000566967 0.000741247 0.000772415 0.00128138 0.000563187 0.000660588 0.000903533 0.000860558 0.00116492 0.000710368 0.000542598
threshold=-0.42985499999999993 0.094385000000000011 -0.0043499999999999988 -0.40391999999999995 0.092185000000000017 -0.115685 0.07813500000000001 0.10393500000000001 0.097940000000000013 -0.085974999999999982 -0.089899999999999994 -0.084084999999999979 0.096035000000000023 -0.057789999999999987 0.096025000000000013 0.12862000000000004 0.1178 -0.13131999999999996 0.11355500000000002 -0.029114999999999999 -0.088779999999999984 0.11085000000000002 -0.076679999999999984 -0.37626499999999991 -0.049459999999999997 0.086245000000000016 -0.072559999999999986 -0.083514999999999992 1.0000000180025095e-35 0.078475000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 19 7 8 9 -7 -10 -11 -5 -14 -6 16 17 -15 -18 -4 -21 22 -22 -13 -25 26 27 -26 -29 -19
right_child=1 3 5 4 14 6 -8 -9 10 11 -12 23 13 15 -16 -17 18 29 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0025962792120035787 -0.003448802717328094 -0.0030423013274905662 0.0033895676605503289 0.0030321986155882885 0.0034276974872208947 -0.0041249783145084181 -0.0036227619544361672 -0.0027531495040885108 0.0037595845638274026 -0.0022089547381767857 -0.00061210635301045643 -0.0025869322908722275 0.0024561946494532556 -0.0027738811851539648 -0.00010408843398334427 -0.0028587707585638472 0.0034369521007276129 0.00019584904950655966 -0.00019490820267154666 0.0034462927130750505 0.00227739406235858 0.0023330057995104656 -0.0028874168184826491 -0.0022508535847727074 0.0029995338310915449 0.0029975289974186357 0.003098025761609201 -0.004124904765421252 -0.00035999103776704539 -0.0025559550748399979
leaf_weight=0.0013424451968190301 0.0014223465550962091 0.0010615323756724129 0.0012310577531451372 0.0013786580575008136 0.0026463013691220274 0.0012784540423655946 0.0015071114922073905 0.0026429455596799203 0.0020662848074195495 0.00240375585422425 0.0014337799431876066 0.001047298744139444 0.00221603443159779 0.0015213787805681269 0.00133986819115961 0.0012617059494459673 0.0016924782511953387 0.014932340195205285 0.0013262186875309112 0.0010736902896688605 0.0011878332887018672 0.0013728773213870227 0.0026187290228811824 0.0012151260739550239 0.0010931957764106484 0.0026554945483354686 0.0012787141533157163 0.0014233856234642231 0.0021258183297900857 0.0013273061984051529
leaf_count=353 442 31 37 56 76 65 132 202 15 394 89 41 114 30 28 28 171 472 24 27 32 9 65 27 24 27 67 600 211 21
internal_value=0 9.60485e-06 -0.000385969 0.000409998 0.00053363 -0.000239068 -0.000600299 -0.000379861 -3.18021e-05 -0.000513996 0.00196875 -0.000165393 0.000268425 0.000111477 0.00224056 -0.000124046 4.1842e-05 -0.000263662 0.00184135 0.00083105 0.000327354 -0.000319198 -0.00127574 0.000287804 0.000595279 0.000998516 0.000102001 -0.000723231 -0.00186989 -2.8786e-05
internal_weight=0 0.0617817 0.0310779 0.0307038 0.0296423 0.0296556 0.0221714 0.0206643 0.0180213 0.0145212 0.00350006 0.0132428 0.0256561 0.0242775 0.00398617 0.0220614 0.0207997 0.017781 0.0030187 0.00748419 0.00625313 0.00517944 0.00380656 0.010839 0.00979173 0.00857661 0.00592111 0.0046424 0.0035492 0.0162596
internal_count=3910 3557 2506 1051 1020 2064 1894 1762 1560 1456 104 1391 916 860 104 746 718 523 195 170 133 106 97 997 956 929 902 835 811 493
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=31
num_cat=0
split_feature=133 52 40 3 133 42 123 1365 160 150 403 151 4 12 159 2 12 52 48 150 15 15 3 1 4 124 2 4 12 160
split_gain=0.000504694 0.000665638 0.000557267 0.000704449 0.000575306 0.000640015 0.00118088 0.000831679 0.000714288 0.00116276 0.00111523 0.00117714 0.00096262 0.00114389 0.000931006 0.000786367 0.000784174 0.000808714 0.000769986 0.000914465 0.000674724 0.000861941 0.00116621 0.000922666 0.00116173 0.000562252 0.000556401 0.000771915 0.00054401 0.000515962
threshold=-0.26719999999999994 -0.42985499999999993 -0.083709999999999993 0.24227500000000002 -0.085714999999999986 -0.10770999999999999 0.086020000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.074650000000000008 0.098845000000000016 0.08894500000000001 0.084235000000000018 0.090385000000000007 -0.092854999999999979 0.11379500000000002 0.12187000000000002 -0.095799999999999982 -0.073314999999999991 0.11818000000000002 0.10471000000000001 -0.060264999999999992 -0.027784999999999997 0.083585000000000007 -0.08422499999999998 0.051320000000000005 -0.077139999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 28 7 8 9 -7 -10 -12 13 16 -11 -16 17 -13 19 -14 -19 -22 23 24 26 -3 -23 -28 -6 -4
right_child=1 2 3 -5 5 6 -8 -9 10 14 11 12 18 -15 15 -17 -18 20 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027227786693655577 -0.0032133705185130972 0.0038390932920156547 0.0033328737446573524 0.002175363628819572 -0.00036864461483302662 0.0027886164626222229 0.0032515124877953386 -0.0037499207059628003 -0.0033641260053939698 -0.0027023166843378964 -0.0018611548163749623 -0.0033044228836206528 0.002624372687985153 -0.0031982736484296175 0.0030288111898053574 -0.0013802270973519634 0.0020739710500553886 -0.0019399161636615976 -0.0013070990446856765 -0.0012708799800787256 0.0025304260315314377 -0.0014843852320853056 -0.0036317575768194492 0.0041251772920667205 -0.0032214985104394604 0.0003313235009798351 0.00012332241526280663 0.003998463710437548 -0.0041252534316594076 -0.00024095234901445181
leaf_weight=0.0011723803080568298 0.001070453931934833 0.0012933073360414937 0.001507034181913669 0.0023619805705816779 0.0013374948579887294 0.0011231292706952454 0.001705759909008008 0.0011225197968567349 0.001500157636647125 0.0054201522770331856 0.0038993543405965161 0.0012175830429930175 0.0072298381607573958 0.0017057660123178655 0.0010540959801073058 0.0019821862455655648 0.0035498566748581864 0.0021116252647299634 0.0013280152845140955 0.0011946968408551584 0.0029249903525687656 0.001182037896471747 0.001317882749049204 0.0010684123884630026 0.0014748015947816566 0.0019484817459964878 0.0020453413822138977 0.0015275357523814115 0.0012866193271250381 0.0012632907110579064
leaf_count=238 342 69 66 166 30 20 127 60 612 705 105 67 146 84 50 123 129 38 16 14 44 36 10 13 59 96 33 26 130 256
internal_value=0 9.79213e-06 6.85858e-05 -2.86031e-05 -0.000126676 -0.000227437 -0.000118309 -0.000243322 -0.000155573 -0.00115435 0.000115642 0.000270188 0.000548344 3.29925e-05 -0.00167803 0.000150444 0.00033222 -8.35759e-05 0.00161185 0.00207198 0.000203669 0.000595875 -6.08725e-05 0.000583951 -2.3378e-05 0.00173074 0.000968563 0.00178009 -0.00221053 0.00170318
internal_weight=0 0.0597544 0.0586839 0.0554422 0.0530802 0.0503099 0.0476857 0.04598 0.0448575 0.00957956 0.0352779 0.0337777 0.0298784 0.0201258 0.00845643 0.00303628 0.0184201 0.0148702 0.00975255 0.00842454 0.0136526 0.011541 0.00861601 0.00729813 0.00622972 0.00324179 0.00475492 0.00357288 0.00262411 0.00277032
internal_count=3910 3672 3330 3165 2999 2677 2517 2390 2330 898 1432 820 715 539 878 173 455 326 176 160 259 221 177 167 154 165 95 59 160 322
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=123 375 45 14 158 3 1 47 9 0 16 16 13 13 147 52 457 43 3 12 1375 4 158 40 13 52 3 42 52 13
split_gain=0.00253222 0.0030115 0.00218921 0.00283159 0.0019997 0.00197924 0.00239689 0.00234053 0.00186966 0.00200991 0.002573 0.00304532 0.00224792 0.00391499 0.00223138 0.00198308 0.00184266 0.00183906 0.00183025 0.0018156 0.00182109 0.00166925 0.00163216 0.00162845 0.00162845 0.00165337 0.00167046 0.00163611 0.00226138 0.00178842
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.11015500000000002 -0.16059999999999997 0.122185 0.11603500000000001 -0.016839999999999997 -0.10575999999999998 0.050115000000000007 -0.011964999999999998 0.16421000000000002 0.11596500000000001 0.089090000000000016 0.25333500000000003 -0.0034949999999999994 -0.24333999999999997 -0.013944999999999997 -1.0000000180025095e-35 -0.43271999999999994 0.24280000000000004 0.084965000000000027 -0.081079999999999985 -0.083514999999999992 -0.091329999999999981 -0.10942499999999998 0.085330000000000003 0.11588000000000002 -0.54268499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 8 -7 10 11 14 13 17 15 16 -10 -11 -3 -18 -21 -8 -22 -20 27 26 -26 28 29 -19
right_child=1 18 3 -5 -6 6 21 -9 9 12 -12 -13 -14 -15 -16 -17 19 24 23 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012689506618363902 -0.0012686728079205766 0.0010883672262120211 0.00039985326429530258 -0.0012128017997896123 -0.0012488272322852231 0.0012694198574095244 5.8036381298276554e-05 -0.0012686568277483958 -0.00073837788582330123 0.0011538111147956598 -0.0010153995266844811 0.00099718091950042878 -0.0012686059297450289 0.0009725946014450252 0.0011581287047589483 -0.0012686360396106349 -0.0010398850571024646 -0.0012688227017379056 -0.00018498674053031764 -0.00053582522607071258 0.00047925464057829226 0.00088704158440102918 -0.00057142590197147534 0.00082400006437553428 0.0012685662841190205 -0.00096388480860634923 -0.00046270762446718367 -0.00083826085689614851 -0.0012687152959793625 0.00038689842694345118
leaf_weight=0.0018669035007405901 0.0015876111747274982 0.0064829802911248154 0.01335518334296637 0.0036702829895780545 0.0023275799816282463 0.0014505048770843123 0.013625584953601333 0.0031621366383376417 0.0050704057434955976 0.0011936009177588849 0.0036552419654753967 0.0052583282258638056 0.0040524735245952561 0.0036693517044454884 0.0023684434725055317 0.002239308297088626 0.0021039158130236038 0.0011580767339864914 0.0062122545579370563 0.0046191764922696157 0.018384600715364741 0.0054779311805219768 0.00273173066366894 0.0043924355518498749 0.0010634677564667072 0.012982363134736559 0.0057106774403230488 0.0045579068672081382 0.0018597153103954165 0.011184408001417619
leaf_count=15 8 122 163 113 154 7 122 81 43 6 21 37 121 18 40 45 33 5 85 15 128 134 30 119 6 1225 290 385 18 321
internal_value=0 0.000402237 -9.52188e-05 -0.000113818 -8.35495e-05 -6.28348e-05 -0.000115389 -0.000195147 -0.000159532 -0.000181615 5.97045e-06 9.32475e-05 -0.000365241 -0.00028085 -3.34446e-05 -0.000113736 -3.51522e-05 -0.000396672 0.000557481 9.29266e-05 0.000185536 0.000295754 0.000343333 0.000232933 -0.00044472 -0.000698848 -0.000190916 -0.000177095 3.50922e-05 0.000231545
internal_weight=0 0.0186753 0.138799 0.136932 0.133262 0.130935 0.117579 0.0984758 0.0953137 0.0938632 0.0464312 0.0427759 0.047432 0.0433796 0.0375176 0.0351491 0.0329098 0.0397102 0.0170877 0.0278394 0.0257355 0.0191035 0.0211163 0.0106047 0.0385166 0.0197565 0.00677415 0.0187601 0.0142022 0.0123425
internal_count=3910 334 3576 3561 3448 3294 3131 2875 2794 2787 392 371 2395 2274 334 294 249 2256 326 206 173 256 158 204 2250 1521 296 729 344 326
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=421 14 30 30 3 15 158 50 15 3 480 156 132 457 457 457 0 0 15 31 4 48 47 1 133 4 52 2 1 3
split_gain=0.00198512 0.00268266 0.00210828 0.0021445 0.00239355 0.00239826 0.0025759 0.00246378 0.00236807 0.00337715 0.00220368 0.0020537 0.00209561 0.00210987 0.0030763 0.00229165 0.00260665 0.00354701 0.00293102 0.00212728 0.00215213 0.00207589 0.00216933 0.00207418 0.00283781 0.00193099 0.00278908 0.00240595 0.00292636 0.00169464
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085915000000000019 0.085185000000000025 -0.16059999999999997 -0.26361999999999991 0.084965000000000027 0.11843500000000001 -0.19153499999999998 0.30601500000000009 1.0000000180025095e-35 0.097775000000000015 0.10027500000000002 -0.0015249999999999997 -0.14941999999999997 0.53894500000000012 -0.10575999999999998 -0.074249999999999997 0.099325000000000011 -1.0000000180025095e-35 0.25367000000000006 0.12862000000000004 0.09585500000000001 0.076710000000000014 0.084285000000000013 -0.49837999999999999 0.10433000000000002 0.10648500000000001 0.10937500000000001 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 10 11 12 13 14 -10 16 21 19 25 -18 29 22 23 24 -15 26 -19 -27 -29 -21
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 -13 -14 15 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0013464433587350396 0.00053597242767770164 -0.00094379143471321348 0.0013460512997373944 -0.0011801292082719368 0.00095165304367296694 -0.00099111493570772698 -0.00083336660245713224 -0.00072008503245240597 0.00054754893630618484 0.0013461402069048587 -0.0013461096558025293 -0.0012390869367820843 -0.0013395606707232277 -0.00068682200802482952 -0.0010523580416921152 -0.0012655747317566377 0.0013473278658877208 -0.00132862796559311 -0.0010369141980530953 -0.0013462341993242038 0.0011851369963697326 -0.00059495491808003666 -0.00018206654572518814 0.00086500138921332933 0.0012312324426041838 0.00063137319208013951 0.00050978672644277608 -0.0012693518585404897 0.00083432619930442348 -0.00045990743025797032
leaf_weight=0.0018469709419832716 0.012885838973062391 0.0059530641318730195 0.0020104285699176208 0.0029381205100094112 0.0073356510205471182 0.0048306724725932773 0.008501230592020903 0.0020415104099242853 0.0031267607840987921 0.0031460163298220314 0.0023903689956590304 0.0025304479848244901 0.0021151577627946941 0.004043251387670913 0.0071688324403069714 0.0022601282889809218 0.0010637453269737298 0.0029464964734842161 0.0032685241969581105 0.0054633837784541115 0.001147723595011029 0.0035554679960796412 0.0069816775146591672 0.020639958852143536 0.0021353847867544573 0.022852632148502763 0.0030346118130637478 0.0029117621560672538 0.0020351880262978739 0.013725920731804123
leaf_count=25 172 124 97 8 193 97 306 19 31 71 254 143 116 49 199 14 2 52 127 557 12 16 33 137 12 213 12 70 26 723
internal_value=0 -5.67143e-05 -2.35197e-05 -4.10489e-05 -1.93362e-05 -6.99946e-05 -0.000116761 0.000587697 -6.7382e-05 -2.97397e-05 -6.72496e-05 -4.01986e-05 -1.27383e-05 1.31606e-05 -0.000566468 7.40138e-05 0.000105616 -7.18682e-05 0.000180126 -0.000508123 -0.000605174 0.000383322 0.000486228 0.000660204 -2.39275e-05 0.000297883 -0.000395879 0.000447147 -0.000403893 -0.000712253
internal_weight=0 0.16504 0.159087 0.157076 0.154138 0.141253 0.131875 0.00937716 0.123374 0.118543 0.115397 0.113007 0.110477 0.108361 0.0102956 0.0980659 0.0958057 0.05845 0.0370492 0.0214008 0.020337 0.0373557 0.0338003 0.0268186 0.00617864 0.0337807 0.00598111 0.0277996 0.00494695 0.0191893
internal_count=3910 3885 3761 3664 3656 3484 3272 212 2966 2869 2798 2544 2401 2285 230 2055 2041 1794 500 1294 1292 247 231 198 61 373 64 309 96 1280
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=31
num_cat=0
split_feature=4 11 12 4 3 41 38 124 158 13 159 3 16 15 156 4 160 0 160 3 0 42 12 151 14 4 40 15 42 15
split_gain=0.000541737 0.000893214 0.000782906 0.000667775 0.000620054 0.000936641 0.000725265 0.00082935 0.000789649 0.000883702 0.000796425 0.000693763 0.000685179 0.000861175 0.000788329 0.000635438 0.00112595 0.000874604 0.000724328 0.000718993 0.000951677 0.00066312 0.00119946 0.000618066 0.000673277 0.000568744 0.000567377 0.000515536 0.000944367 0.000504069
threshold=0.28937500000000005 0.080455000000000013 -0.041094999999999993 0.40812500000000007 -0.15464999999999998 1.0000000180025095e-35 0.10386000000000002 -0.048219999999999992 0.085745000000000002 -0.10241499999999999 0.081445000000000017 -0.013944999999999997 -0.40374499999999997 -0.11739999999999999 0.091280000000000014 0.0057500000000000008 0.087825000000000014 -0.10575999999999998 -0.096329999999999985 -0.12008499999999998 -0.053834999999999994 0.094640000000000016 1.0000000180025095e-35 -0.071694999999999995 -0.46879999999999994 0.50657000000000008 -0.081079999999999985 0.024640000000000006 0.08401500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 29 6 7 11 9 10 -9 -6 -11 -14 15 16 18 -17 -15 -20 27 22 -19 -5 -25 -26 -13 -21 -29 -1
right_child=2 -3 3 23 5 -7 -8 8 -10 12 -12 26 13 14 -16 17 -18 21 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0036924083895384847 0.0038868803956294924 -0.0028904757262456257 0.0027230633139137652 -0.0022199016177786683 0.0035395631418053174 -0.003878315809201669 -0.0029586496669634791 0.00046252208281749742 -0.0024705688917305876 -0.002432294399791618 0.0037029109903628822 -0.00090973920687203069 -0.0030982820479147849 -0.0031730443874752284 -0.0031279836770097681 0.0020403078414126842 -0.0032362847727414523 0.00073141437364976282 0.0032283332741986168 0.0012302491657925547 -0.0023930746228444364 0.0024132923467327988 -0.003887133801928505 -0.0018978757231885542 0.00045644605042446902 0.0038870244437178409 0.0022202674623977635 -0.0027298050502381288 0.0016859640049140627 0.00054545565239305291
leaf_weight=0.0010472453500369738 0.0011119627847797639 0.0017921475549202972 0.0015275770440439373 0.0016124928130523139 0.0015957169855198572 0.001036021203660197 0.0013381391027493797 0.0056326791649121679 0.0022762798084392513 0.0023292501718943292 0.0014383377710700529 0.0020061324749960363 0.0014967505516598712 0.0010029719670580093 0.0012073910353349584 0.004795415799520697 0.0018648726882687381 0.002098004854726554 0.0011210242591630443 0.0055582955394572978 0.0020925900644837249 0.0010248947504463146 0.0014272674615702918 0.0012631857641167707 0.0026821031074000228 0.0010029980652568327 0.0015513405724476561 0.001653858220118376 0.0013119459074699691 0.0028924961276040042
leaf_count=18 192 175 41 55 68 78 35 112 270 90 46 52 158 260 169 35 136 28 25 359 109 47 142 23 49 66 54 542 422 54
internal_value=0 -0.000194689 0.000829072 0.000408693 -9.76742e-05 -0.000224789 -0.000140343 -5.36174e-05 -0.000250419 -0.000110255 0.00112166 0.00141029 -0.000410791 -0.000234144 -6.37485e-05 9.07214e-05 -0.000415674 0.000882131 -2.81675e-06 0.000268075 -4.45009e-05 -0.000338471 -0.00113848 -0.000130172 0.000550806 0.00139017 0.000455192 0.000532053 -0.000776456 0.00138197
internal_weight=0 0.0515911 0.00920032 0.00808836 0.0497989 0.0458592 0.0448232 0.043485 0.0383318 0.0360556 0.00707102 0.00515319 0.0289845 0.0266553 0.0251585 0.0239511 0.0146056 0.00934558 0.0127407 0.0117377 0.0106167 0.00455017 0.00352527 0.00656078 0.00494829 0.0036851 0.00355747 0.0085241 0.0029658 0.00393974
internal_count=3910 3484 426 234 3309 3237 3159 3124 2950 2680 158 174 2522 2432 2274 2105 1853 252 1717 1457 1432 217 170 193 138 115 106 1323 964 72
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=1 47 52 146 50 48 43 2 1 9 2 1 0 13 13 4 48 52 52 16 13 38 48 47 12 49 160 15 1213 4
split_gain=0.00260839 0.00232161 0.00251417 0.00257586 0.00266205 0.00249953 0.00211157 0.00206035 0.0022193 0.00274055 0.00316687 0.00249916 0.0036081 0.00257774 0.00230785 0.00226326 0.0022363 0.00300648 0.00228371 0.00219312 0.00205516 0.00203429 0.00240224 0.00189486 0.00315203 0.00291608 0.00222023 0.00209356 0.00172635 0.00185431
threshold=0.099595000000000017 0.086785000000000015 -0.24456499999999998 0.11615000000000002 0.11843500000000001 -0.088799999999999976 -0.26007999999999992 -0.13811499999999996 0.097265000000000018 -0.016839999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.074249999999999997 -0.083514999999999992 -0.084084999999999979 0.015635000000000003 0.085790000000000019 0.088900000000000021 -0.094124999999999986 -0.50763499999999995 -0.5337599999999999 0.084445000000000006 0.12862000000000004 0.10783500000000001 -1.0000000180025095e-35 0.093425000000000022 -1.0000000180025095e-35 -0.12259499999999998 -1.0000000180025095e-35 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -7 -1 9 -9 -11 12 13 14 19 16 17 18 -13 -12 -14 22 -8 25 -25 -3 -26 -28 -22 -30
right_child=1 23 3 -5 -6 6 21 8 -10 10 11 15 20 -15 -16 -17 -18 -19 -20 -21 28 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.00100808608406491 -0.00082304701803718257 -0.00091313080342318243 -0.00045440246791510718 -0.00089577995394072467 -0.00070553023944382078 -0.00070260853659655307 0.00088838005941440062 0.0011727448821579364 -0.00091607472408151318 -0.00090129749396625561 0.00049913976953126912 -0.00078571611771546519 -0.0011722979494865383 -0.0010860035425141077 0.00071717828324150865 0.0008091071751129338 -0.00049833455321780914 -0.0011719818583319597 0.00063940002447333724 -0.00087052475587144596 -0.0011720118134923708 -0.00052545944101775382 -1.6319153290147029e-05 0.00087746965879969749 -0.0011719216078382088 0.00054655447785132945 -0.00063965521753331627 0.0003584184933293208 -0.00040240617119623249 0.00030336019232359165
leaf_weight=0.0020622524124291877 0.0025447049901856636 0.0072613959752771962 0.0032921673141572674 0.0020787498997378853 0.0025973411046038555 0.0015939927147883273 0.026191476108152756 0.0021549322391365413 0.0052540147001067785 0.0073496139085058578 0.0021109524244593567 0.0017744115509259481 0.001938083238201215 0.0093831860330571004 0.0025834661395904854 0.0061193294020540625 0.0079028710077295727 0.0017624114710912417 0.011878506084038065 0.0066970151184131401 0.0014546500073855375 0.0018200977929723186 0.0047622466054235693 0.0052198797918379105 0.0025617712424264036 0.0025350043152911894 0.0043513175532439172 0.0085651352109152867 0.0066898707590823349 0.021656876732873091
leaf_count=27 104 66 23 8 35 10 523 11 53 483 13 68 4 929 38 61 71 28 99 580 72 22 35 47 44 15 25 62 31 323
internal_value=0 0.00013862 0.000308126 0.000376118 0.000441794 0.000520923 0.000614352 -0.000150806 -0.000175519 -0.000132975 -0.000164483 -9.84041e-05 -0.000251603 -0.000631233 -0.000256636 0.00017489 8.45457e-06 0.000268267 0.000454184 -0.000542266 -3.12195e-06 0.000678404 0.000749192 -0.000110854 9.0088e-05 -0.00053541 -0.000175449 2.21856e-05 7.29134e-05 0.000136798
internal_weight=0 0.0753753 0.0448808 0.0423361 0.0402573 0.03766 0.0343678 0.0987724 0.0967102 0.0914562 0.0893012 0.0819516 0.0525141 0.0207746 0.0113914 0.0294375 0.0233182 0.0154153 0.0136529 0.00880797 0.0317395 0.0327738 0.0309537 0.0304945 0.0206981 0.0097964 0.0154782 0.0129165 0.0298014 0.0283467
internal_count=3910 1019 760 656 648 613 590 2891 2864 2811 2800 2317 1990 1560 631 327 266 195 167 593 430 580 558 259 178 81 131 87 426 354
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=31
num_cat=0
split_feature=31 2 123 48 8 159 133 12 0 0 1 1447 11 48 147 52 50 12 13 12 132 4 2 1 2 1 3 15 457 12
split_gain=0.000504373 0.000526241 0.000708171 0.000630962 0.000820845 0.000657793 0.000664655 0.000652025 0.00075874 0.00115409 0.000811294 0.000629105 0.000596298 0.000590318 0.000976131 0.000936149 0.000675097 0.000776739 0.000873865 0.000863291 0.00073245 0.000643178 0.000749702 0.00102336 0.000966478 0.000738811 0.000614336 0.000522505 0.00090486 0.00108225
threshold=-1.0000000180025095e-35 0.091985000000000011 0.088610000000000008 0.10174000000000001 1.0000000180025095e-35 0.09141500000000001 0.08845500000000002 -0.036459999999999992 -0.06402999999999999 -0.082604999999999998 0.11235500000000002 -1.0000000180025095e-35 0.089560000000000015 -0.089609999999999981 1.0000000180025095e-35 0.18936500000000003 0.076980000000000007 -0.099039999999999975 -0.089899999999999994 0.095775000000000013 0.079995000000000011 -0.048489999999999991 0.11230000000000001 0.094695000000000015 0.096750000000000017 0.11235500000000002 -0.13927999999999999 -0.0063699999999999989 0.082870000000000013 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 4 5 6 7 -2 9 27 -10 -3 13 -13 15 16 17 -15 19 -19 21 26 23 24 -23 -24 -20 28 29 -9
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 12 -14 14 -16 -17 -18 18 20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018843126936926653 -0.0023400250017515498 -0.0025917539213516773 0.0025573147068177816 -0.0028704038363510272 0.0023333579677068442 -0.0030057176474546062 -0.0033562629043764804 -0.0038107442184393023 0.0030446370009178042 -0.0036178376124904039 -8.4887302149035015e-06 -0.0017114273870151311 -0.0026209092965159839 -0.0025825408778909053 0.0033925378935103548 -0.0029965101065408369 0.0027699464577792543 0.0027789467927143816 -0.00028246646910591914 -0.00017415142771689266 0.0021404339195668152 0.0021305846674200329 -0.0025152605470152968 0.0029988293693921945 -0.0028114218736825154 0.0014157200585201432 -0.0033459694814960261 0.00079797259557734459 0.00091946240479567171 4.5430848726366873e-05
leaf_weight=0.0019194663547210658 0.0019104867413410843 0.0012151697879871906 0.001796021080842535 0.0015296686007220109 0.0015531217681008505 0.0014578195026468945 0.0010271176189153844 0.0021167204489916892 0.002126224212418047 0.0015085960227061426 0.0031149615389125529 0.0019355194904306918 0.0010417347837083915 0.0013021788231988287 0.001559091457211891 0.001201935079337745 0.0016914984559628357 0.0037714012134237819 0.0020206956169595003 0.0023223422759173218 0.0018486497575711533 0.0010389681390397081 0.0021370891393264202 0.0022594946259530957 0.0012853542799486917 0.0010281576429811423 0.0017943842726633116 0.0054319142448705495 0.0027597766502545085 0.0021101626984068034
leaf_count=113 59 94 132 74 80 190 409 294 43 405 51 40 78 60 78 174 61 107 47 32 95 53 103 38 102 63 195 505 63 72
internal_value=0 -0.000101049 0.000234407 -0.000494455 -0.000349755 -0.000526603 -0.000363113 -0.000217265 -5.69171e-06 -0.000470752 0.00123009 9.27615e-05 0.000208283 0.000316651 0.000472043 0.000279937 0.000454961 0.00026678 0.00045699 0.00165351 -8.66187e-05 -0.000442636 0.000187897 0.00117277 -0.000602353 -0.00123837 -0.00172335 -8.84469e-05 -0.000777611 -0.00188565
internal_weight=0 0.0578963 0.0312497 0.0266466 0.0251169 0.0235638 0.022106 0.0210788 0.0191684 0.0139272 0.00524119 0.0294537 0.0282385 0.0271968 0.0252612 0.0237021 0.0225002 0.0208087 0.0195065 0.00609374 0.0134128 0.0115641 0.00774906 0.00458382 0.00232432 0.00316525 0.00381508 0.0124186 0.00698666 0.00422688
internal_count=3910 3797 1552 2245 2171 2091 1901 1492 1433 1339 94 1420 1326 1248 1208 1130 956 895 835 139 696 601 359 193 155 166 242 934 429 366
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=1 0 52 2 39 51 106 0 47 50 4 48 150 4 12 43 43 3 4 13 3 1 16 51 3 150 13 42 133 13
split_gain=0.00186457 0.00223017 0.00194118 0.00190755 0.00187095 0.00262239 0.00207193 0.00189585 0.00179034 0.00246309 0.00242253 0.00301383 0.00270019 0.00237178 0.0019045 0.00179901 0.00181559 0.00271478 0.00176876 0.0017307 0.00224581 0.00169396 0.00173795 0.00157318 0.00207365 0.00155487 0.00149909 0.00169557 0.00144162 0.00157428
threshold=0.087545000000000026 -0.074249999999999997 0.084240000000000023 0.084065000000000015 0.005105000000000001 -0.40274499999999996 0.092305000000000012 -0.18901999999999997 0.09252500000000001 0.11644500000000001 0.0057500000000000008 0.12862000000000004 -0.081029999999999977 -0.0025899999999999994 -1.0000000180025095e-35 -0.074254999999999988 -0.075819999999999985 -0.10315499999999998 -0.0031049999999999997 -0.084084999999999979 -0.097604999999999983 0.13837000000000002 -0.54165499999999989 -0.07742499999999998 0.092005000000000017 0.11680000000000001 -0.5337599999999999 0.091955000000000023 -0.0056849999999999991 -0.26418499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 7 -7 9 10 12 23 -2 14 -14 16 17 -10 -5 -16 -21 22 -17 -12 25 -25 -3 -28 -20 -30
right_child=4 26 -4 18 5 6 -8 -9 15 -11 11 -13 13 -15 19 21 -18 -19 28 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00032598541822010676 0.0014569247531045638 -0.0014573819502126494 -0.0014571724431769381 -0.0014052901511722438 -0.0014572769138533636 -0.00084061518185226606 -0.0008094809418690655 0.00098419238504386317 0.00095654104915379409 -0.0013634936900980233 -0.00061623958130402985 -0.00092290651434933616 0.0014570745019750044 -0.0013249171184738326 0.00065222113790585658 0.00025742860606435753 0.0012312450278438552 -0.0014572782929380414 -0.0014570338544806611 0.00058911620326166606 -0.0010901963171398232 0.00055905148238191932 -0.0013551249957987643 0.00078170391975316579 0.0014120451986217983 -0.00033281271452887171 0.00031143330491581521 -0.00067583957684642297 0.0013356501320762025 -0.00034058857581878308
leaf_weight=0.0059917542224070522 0.0019339631340926635 0.0013210930337663731 0.0041749601351490631 0.0045479292660166584 0.0013323727721399328 0.0013184083134092318 0.0018201230452632436 0.014487679508171428 0.0017714443922614009 0.0022017508078668859 0.0017863598715166509 0.002749691937424358 0.001556939251372568 0.0041042394460930635 0.0031877236603463635 0.0017706945886857284 0.0023063331838102377 0.0022388946775038221 0.0019393430588046092 0.00236532690249902 0.0059229050394318259 0.0016835817855280774 0.0071345436561713882 0.0089228010802742119 0.007595860262377129 0.0037834956276583407 0.020639377639632528 0.0044967380488589717 0.0014194546813541828 0.0073320933693521466
leaf_count=183 19 4 770 553 10 15 21 322 13 81 22 11 24 69 86 10 7 75 115 130 309 20 127 97 129 21 295 195 7 170
internal_value=0 -0.000240736 -0.000549038 -0.000370454 0.000112234 0.000513509 0.000662481 0.000831983 -8.48965e-06 0.000140199 0.000215599 0.000515454 -0.000174932 -0.00035909 -5.49379e-05 -0.000414051 0.000201281 -0.000391048 -0.000644287 -0.000260072 -0.000610948 -0.000781122 -0.00103449 0.000694509 0.00080984 0.000449839 5.53112e-05 0.000134815 -0.000320555 -6.87115e-05
internal_weight=0 0.0518627 0.0254055 0.0212306 0.0819751 0.0189586 0.0176262 0.0158061 0.0630165 0.0461111 0.0439093 0.0248382 0.0190711 0.0171371 0.0130329 0.0169055 0.00631667 0.00401034 0.0152388 0.011476 0.00828823 0.0105888 0.00890524 0.0220885 0.0203022 0.0127063 0.0264572 0.0251361 0.0106909 0.00875155
internal_count=3910 2292 1798 1028 1618 368 358 337 1250 998 917 280 637 618 549 252 95 88 845 525 439 157 137 269 247 118 494 490 292 177
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=1212 52 133 1 484 1446 38 12 151 1374 0 0 52 3 105 13 4 52 146 1374 50 2 2 159 43 34 4 42 4 12
split_gain=0.00167077 0.00160891 0.00184104 0.00181346 0.00202577 0.00169855 0.00167505 0.00194412 0.00178808 0.00166694 0.00232164 0.0016409 0.0014722 0.00153843 0.00143424 0.00138925 0.00132561 0.00210597 0.00117964 0.00117341 0.00120512 0.00161831 0.00238706 0.00152772 0.00141891 0.00253088 0.00140968 0.00111626 0.00109804 0.00149176
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.094385000000000011 -0.0043499999999999988 0.091520000000000018 0.13584500000000002 -0.041094999999999993 -0.40391999999999995 -0.094679999999999986 -0.23029999999999998 -0.074249999999999997 0.084890000000000007 0.086245000000000016 0.093230000000000021 -0.5337599999999999 -0.49837999999999999 0.10433000000000002 0.10949000000000002 0.090240000000000015 0.11515000000000002 0.11500500000000001 0.11230000000000001 -0.097424999999999984 -0.075819999999999985 -0.080599999999999991 -0.034289999999999994 0.093785000000000021 0.27020000000000005 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -11 12 13 28 -5 -13 17 -17 19 20 21 22 24 -22 -10 -26 -27 -18 29 -12
right_child=1 2 3 5 9 -7 -8 8 18 10 11 15 -14 -15 -16 16 27 -19 -20 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012435434224311931 -0.00089729587683163681 -0.001132399956487704 -0.0010925229894010199 0.00092466953559909874 -0.0012438549322198547 -0.0011937917764528252 -0.0012079559222775062 -0.0011219148362969151 -7.3793043550493239e-05 0.00094183950762965585 -0.00026848259599981418 -0.0012437724263949081 -0.001137198599282789 0.00047132721371573696 -0.00063532619692281364 -0.0012436666959082189 0.00049529279752755283 0.00040630783551442258 -0.00087595983795165841 -0.00075699613836686149 -0.0012436067208395343 0.00090553956964279996 -0.00065332801477430396 0.00069555848265677358 -0.00070346237224490479 -0.00031211583166252624 0.00089605967480198365 -0.0005064935260440074 0.00063313859471934397 -0.0012435500768602115
leaf_weight=0.0016612263198005897 0.0029292677748191656 0.0020463770752021651 0.0030196904768100543 0.0092065574131012795 0.0017324904962805468 0.0012894572015760266 0.0011911495967069632 0.0016030723371045488 0.0074250705223448668 0.0037201187664379623 0.011379223635053386 0.0010476600436959407 0.0029277883914122773 0.0042477399092604165 0.0010113231470683113 0.002221469433436595 0.015307769786058863 0.0025911168539458629 0.0014728319665664449 0.0016880395620546542 0.00164712070574069 0.0068587829780568646 0.0040347033755097064 0.0010153880858183575 0.0020879049588984335 0.0016845962287277338 0.013140691973973171 0.0019374097645288293 0.0015245584058902742 0.0030832784591829929
leaf_count=282 348 207 421 341 46 33 9 24 81 34 335 4 541 24 12 47 141 19 9 25 39 175 26 28 10 67 105 118 25 334
internal_value=0 1.24356e-05 3.61985e-05 5.79192e-05 -0.000102562 0.000216613 0.00025025 0.000283099 0.000166409 -4.47631e-05 -3.20494e-06 -7.919e-05 -0.000313069 -0.000193825 0.000770268 0.000155267 0.000221716 -0.000355313 0.000216713 0.000257371 0.000302557 0.000363516 0.000232489 -0.000504077 0.000379336 0.000578264 0.000758775 0.000382747 -0.000370555 -0.000476358
internal_weight=0 0.115073 0.112143 0.110097 0.0547403 0.0553567 0.0540672 0.0528761 0.0426582 0.0517206 0.0499881 0.046268 0.0231626 0.0202348 0.0102179 0.0231054 0.0220578 0.00481259 0.0410551 0.0395823 0.0378943 0.0352318 0.028373 0.00266251 0.0243383 0.0169132 0.0148253 0.0172452 0.0159871 0.0144625
internal_count=3910 3628 3280 3073 2089 984 951 942 589 1668 1622 1588 1259 718 353 329 325 66 565 556 531 464 289 67 263 182 172 259 694 669
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=31
num_cat=0
split_feature=1213 133 52 1 13 47 456 52 13 38 1 52 4 12 3 12 15 4 52 52 4 15 52 4 1 15 151 3 14 12
split_gain=0.000496723 0.000499296 0.000580806 0.00064819 0.0008476 0.000697512 0.000735009 0.000636197 0.00073352 0.000729439 0.000822992 0.000936026 0.000876234 0.000786644 0.000732126 0.00071584 0.000820762 0.000936315 0.000992448 0.0007445 0.000823675 0.000955663 0.000725424 0.00064157 0.000638624 0.000538403 0.000528441 0.000439461 0.000767546 0.000650105
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 0.11368000000000002 -0.060719999999999989 0.10887000000000001 0.087055000000000007 0.11401500000000002 -0.092894999999999991 1.0000000180025095e-35 0.10373000000000002 0.10701500000000001 -0.49837999999999999 0.10058500000000002 0.12046500000000002 0.093125000000000013 0.084050000000000014 -0.017449999999999997 -0.092084999999999986 -0.080899999999999986 0.0057500000000000008 -0.095799999999999982 0.092885000000000009 -0.0086749999999999969 0.091035000000000019 1.0000000180025095e-35 -0.080454999999999985 0.10856000000000002 -0.074139999999999984 0.11655500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 12 -4 15 25 16 17 22 -19 26 24 -22 -14 -10 -21 -12 -20 29 -29 -6
right_child=1 2 3 4 27 -7 -8 8 23 -11 14 -13 13 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018994818521877144 -0.0023761883563660352 -0.0026132365948933088 -0.0026761234987470947 0.0021960746049863216 0.0020142558121105294 -0.0026414751875097455 -0.002799824524389483 -0.0036628879398604339 -0.0024025210151224635 -0.0022155498991204715 0.0029373912583569302 0.0033559301629188134 0.0016391144214114751 -0.0025545577997782218 -0.00056858153458422365 0.0019829102706308429 -0.0023161371823856467 -0.0030718060662681909 0.0030109820201849897 -0.0036423146607068796 -0.00091692206926845981 0.0027631152117144676 -0.0016827143689660414 0.0010166621019885027 -2.5213038968094482e-05 8.8338303587853268e-05 -0.00037590391494260011 0.0016513905055141219 -0.0021538065012128293 -0.00064111952873116009
leaf_weight=0.0018544389222499005 0.0011372667101786629 0.0010578473820934678 0.0016114273664555789 0.0042216092837268357 0.0028270617261263453 0.0013879380381478503 0.0012222605718856796 0.0012109655429339838 0.0011985003727597032 0.0015486479168735903 0.0036692895491157165 0.0011224107748413195 0.0069266356024524234 0.0014029203176402208 0.0016651382225632005 0.0028692000059060687 0.0018225932968918271 0.0016297272305729705 0.0015862657514560397 0.001615128688758267 0.0025929108000450896 0.0014907515860942411 0.0010104606495673352 0.0019079605666314494 0.001101094904434774 0.0011744974901830574 0.0010122478196521413 0.0010671128353294534 0.0021308945998299578 0.0021984730739816882
leaf_count=592 217 334 66 294 117 50 133 62 222 46 130 31 165 136 25 173 338 82 38 216 61 59 7 117 31 20 33 19 48 48
internal_value=0 2.63765e-05 7.49241e-05 0.000126417 0.00086207 -8.75971e-05 -1.95956e-06 8.31742e-05 -0.00124502 0.000243124 0.000354124 7.95966e-05 -5.82813e-05 0.000110054 0.00152638 0.000268072 3.13843e-05 0.000256986 -0.000433387 2.41277e-05 -0.000613091 0.000426485 0.00121622 -0.000302489 -0.00217602 0.00224657 0.00169162 0.00017725 -0.000884086 0.000852634
internal_weight=0 0.0574192 0.056282 0.0552241 0.0124452 0.042779 0.041391 0.0401688 0.00431743 0.0358513 0.0343027 0.0277938 0.0266714 0.0250599 0.00650893 0.023657 0.0207878 0.0189652 0.0110281 0.0093984 0.00679989 0.00408366 0.0079371 0.00310646 0.00271622 0.00484379 0.00259851 0.00822354 0.00319801 0.00502553
internal_count=3910 3318 3101 2767 526 2241 2191 2058 401 1657 1611 1436 1405 1339 175 1203 1030 692 520 438 367 120 172 339 247 150 71 232 67 165
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=4 11 151 480 403 14 376 42 31 3 133 160 1373 374 1 47 49 13 3 0 12 3 1375 484 1 0 50 2 457 1
split_gain=0.00166981 0.00189255 0.00183757 0.00153879 0.00141199 0.00141277 0.00150874 0.00181205 0.00180379 0.00176123 0.00168813 0.00215331 0.00168448 0.00141426 0.00141511 0.00195021 0.00216019 0.00181684 0.00193811 0.00169848 0.00199144 0.00156553 0.00166697 0.00188365 0.00238329 0.00131993 0.00127545 0.00149666 0.00170273 0.00122089
threshold=0.28937500000000005 0.080455000000000013 -0.27336999999999995 0.08456000000000001 -0.092224999999999988 0.08840000000000002 0.048375000000000008 -0.090359999999999982 -1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 -0.061284999999999992 0.089210000000000025 0.084655000000000022 0.10471000000000001 0.086785000000000015 -0.085974999999999982 -0.52445999999999982 0.16699000000000003 -0.087899999999999992 0.093125000000000013 0.097615000000000021 -0.42089999999999994 -0.0043499999999999988 0.085990000000000011 -0.035699999999999989 0.11901000000000002 -0.13811499999999996 -0.068264999999999978 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 3 -2 4 -1 6 8 -8 -6 -10 11 -11 13 14 15 16 -12 -16 29 21 -21 22 -18 -24 -25 -22 27 -4 -29 -19
right_child=2 -3 26 -5 5 -7 7 -9 9 10 12 -13 -14 -15 17 -17 19 18 -20 20 25 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0012191060526908746 -0.0011350247801131855 -0.00092482031573032537 -3.1030196725793776e-05 -0.0012191730302871691 0.0012199225903251638 -0.0011427948104431533 -0.00045557336380676859 0.00081805037945946099 0.00024257664886079546 0.00074966201510175731 -0.0011823671856740349 -0.0010586781367764001 -0.0012181322445667551 0.0012194228823953325 -0.001109143837017073 -0.0012193012259826351 -0.0012194210835998576 0.00062445969905606082 0.0012191985255385668 -0.00087317346182345012 0.00078651002499581101 0.0010204127132870426 -0.0012193801846637346 -0.00025041361022668987 0.00088363186003139794 -0.00049145150264793993 -0.00057238979289933145 -0.00028352506689083154 0.0010187415901649996 -0.0001498210216998732
leaf_weight=0.001471435784706542 0.0012137820821749292 0.0038640680228567694 0.0048097827159949693 0.0016573360004406004 0.0016391392369996529 0.0016233348669061334 0.0022391965740098385 0.0064193786829704891 0.019965894594609061 0.0011835745929031916 0.0027516114451451293 0.0056501481084936236 0.0019396630251691241 0.0012508750560300532 0.0014815523500146801 0.0027779680494717232 0.0014296143726824093 0.0045499649144531426 0.0028248915261031007 0.0062559606188124124 0.0024898985443027044 0.0028428835068439176 0.0012954191630698561 0.0053388237357037023 0.0056883316720472976 0.0023203400210718428 0.0017348261453662408 0.0018070759158490554 0.0085603476247513317 0.0090383887919642802
leaf_count=410 20 175 66 246 20 32 14 119 225 109 77 706 37 12 9 149 11 40 64 430 206 22 76 108 37 20 18 15 307 130
internal_value=0 -8.8314e-05 0.000313835 -5.4688e-05 -3.42585e-05 -1.55113e-05 4.51589e-06 0.000488678 -4.61661e-05 -7.17631e-05 -0.000174464 -0.000745481 -0.00010257 -6.12256e-05 -9.25833e-05 -0.000241562 -0.000152254 0.000183739 0.000300442 -4.9783e-05 -0.000419705 0.000196895 2.66551e-05 0.00017122 0.000334581 0.000170053 0.00041782 0.000531006 0.000791752 0.000109441
internal_weight=0 0.0999897 0.0181258 0.0961256 0.0944683 0.0929969 0.0913735 0.00865858 0.0827149 0.0810758 0.0611099 0.00683372 0.0542762 0.0523365 0.0510856 0.0331909 0.0304129 0.0178948 0.0164132 0.0276613 0.0110662 0.0165951 0.0137522 0.0123226 0.0110272 0.00481024 0.016912 0.0151772 0.0103674 0.0135884
internal_count=3910 3484 426 3309 3063 2653 2621 133 2488 2468 2243 815 1428 1391 1379 1136 987 243 234 910 656 254 232 221 145 226 406 388 322 170
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=31
num_cat=0
split_feature=51 39 48 3 1 133 3 52 3 39 47 50 0 13 43 48 4 1 160 3 2 9 13 16 15 2 2 3 15 15
split_gain=0.000538659 0.000704226 0.000711442 0.00082492 0.000817363 0.000797251 0.000539489 0.000673856 0.000541243 0.000530075 0.000509303 0.000728888 0.000620771 0.000987363 0.00123693 0.000890086 0.00145147 0.00112087 0.000961353 0.000793889 0.000744652 0.000588352 0.000790407 0.00078966 0.00101703 0.000592423 0.000535561 0.000526138 0.000593615 0.000750057
threshold=-0.40274499999999996 0.005105000000000001 0.11280000000000003 0.11265500000000002 0.11353000000000001 0.085355000000000014 -0.16059999999999997 0.095040000000000027 0.30601500000000009 0.084350000000000008 0.11603500000000001 0.086465000000000014 -0.10575999999999998 0.16421000000000002 -0.24333999999999997 0.086065000000000016 0.0057500000000000008 0.11198000000000001 0.088785000000000017 -0.115685 0.11085000000000002 -1.0000000180025095e-35 -0.070604999999999987 0.0015250000000000001 0.083935000000000023 0.097940000000000013 0.090545000000000014 0.090325000000000003 0.079360000000000014 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 10 -3 11 12 15 14 -14 17 -17 20 -18 26 27 -21 23 24 -23 -25 -16 28 29 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 13 -15 19 16 18 -19 -20 21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018597754181067677 0.0020772570411582082 0.0015286254109771792 0.0034780543930294484 -0.002102794095249846 0.0035912009240727269 0.0023781815442919076 -0.00021842178339268268 -0.0006878993734485148 0.0020044686247393658 -0.0012766823717476751 -0.0019964778894963368 -0.0022255803124307037 0.0028758857306454837 -0.0035686547198627776 -0.00044292599407384569 -0.0035909565012174809 -0.0014028728807899836 0.0030145197345441571 0.0018297404249744695 0.0013971242378522119 -0.002244595970905061 -0.0035758429692883879 -0.0028660939868676441 -0.001119225301198499 0.00085024620358170469 0.0017839046640204621 0.0021835146311077755 0.0023306126324146052 -0.0021669945535378924 0.0030389227552217631
leaf_weight=0.0020071099850982313 0.0028938302189036582 0.0012419037969095825 0.0012149630340196902 0.0012915051342758943 0.0013004509666689756 0.0018987429696579738 0.0029627688194775459 0.0018707903290717809 0.0012904287036405995 0.0028874067688242633 0.0023054294139654976 0.002280940440718914 0.0013911669014845503 0.0013401404366026872 0.0023211926813431144 0.0016783803329190041 0.0022610041716575324 0.0026134234343544458 0.0024948520863290469 0.0010456538329890455 0.0012397805605957046 0.0019853290912337229 0.0033141841140275803 0.0017244747340090516 0.0010097457650133368 0.0019099341089834354 0.0017598506317995088 0.0020089101930125253 0.0011063721622424083 0.0013163240628273273
leaf_count=145 162 19 56 24 148 87 121 31 139 105 108 601 19 84 34 37 34 37 15 7 26 312 863 157 336 47 31 47 64 14
internal_value=0 3.34163e-05 0.000905725 0.000543163 0.00100946 0.000452494 -0.000152581 0.00099154 -0.000284382 -0.000432977 -0.000358093 -0.000258074 -0.000131599 -0.000604921 -0.000363642 0.000344931 -0.000720204 0.000954247 0.000292908 -0.000662687 0.000330635 -0.0011649 -0.00143432 -0.000718552 -0.00208365 0.000406411 0.000689663 0.000762412 0.000177435 0.000783595
internal_weight=0 0.0559599 0.00983497 0.00862001 0.0073285 0.00602805 0.0461249 0.00476462 0.0413603 0.00412931 0.0400699 0.0377644 0.0354835 0.0178017 0.0164615 0.0176818 0.00643424 0.0112476 0.00475586 0.0150704 0.00863416 0.0109893 0.00994367 0.00662948 0.00299507 0.00363441 0.00408104 0.00739438 0.00538547 0.00427909
internal_count=3910 3765 439 383 359 211 3326 193 3133 124 2994 2886 2285 1890 1806 395 86 309 49 1787 272 1722 1715 852 648 204 65 246 199 135
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=31
num_cat=0
split_feature=14 1 0 1186 39 3 133 2 47 50 48 2 457 48 484 0 3 8 3 52 15 133 3 13 2 15 42 42 13 159
split_gain=0.000474257 0.000522953 0.000734812 0.000586173 0.000562757 0.000633177 0.000623386 0.00063096 0.000913493 0.000599912 0.000820412 0.00102577 0.000768862 0.000585064 0.000672379 0.000842274 0.000813301 0.000979453 0.00096944 0.00052848 0.000886013 0.000516721 0.000472725 0.000653038 0.000582612 0.000800444 0.000461025 0.000507851 0.000656896 0.00052236
threshold=0.08604500000000001 1.0000000180025095e-35 -0.084074999999999997 0.081240000000000021 0.005105000000000001 0.30601500000000009 0.085355000000000014 0.087995000000000004 0.083670000000000008 0.11413000000000002 0.12738500000000003 0.11542500000000001 -0.0015249999999999997 -0.033554999999999995 -0.0043499999999999988 -0.13027499999999997 -0.074234999999999982 -1.0000000180025095e-35 -0.075954999999999981 -0.066329999999999986 -0.095799999999999982 0.084285000000000013 -0.10628499999999998 -0.083924999999999986 -0.13811499999999996 -1.0000000180025095e-35 0.091955000000000023 -1.0000000180025095e-35 0.11596500000000001 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 2 21 4 5 9 7 -6 -9 10 11 12 -3 -14 -15 19 18 -18 22 20 -16 -1 24 -24 -17 -26 27 -4 29 -29
right_child=-2 3 26 -5 6 -7 -8 8 -10 -11 -12 -13 13 14 15 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0027793337147275464 -0.0023594257026436001 -0.0022169858307781701 -0.0013912273913140925 0.0027678822850847576 -0.00050150004339960671 0.0025649218049216241 0.0032485702861420039 0.0030190061047222221 -0.00099554986281381961 -0.0020464384643994493 -0.0022004048254911754 0.0022714222793504312 0.00210414882504615 -0.0027907918630675284 -0.0022274374416790658 -0.0013485687780867201 0.00066644321458036982 -0.0034039343373481207 0.0031586933243648732 0.0019494679704307103 0.0014908682088118511 -0.00053815542754572703 0.0002376133702341822 -0.0034515436036573095 0.003450821913444565 -0.00056433027224880828 -0.0015133294897893333 0.00052421867823393409 0.0024653375965926548 -0.0021773115872793553
leaf_weight=0.0023515230868176281 0.0010211216805973136 0.0018372614377639698 0.0018182782755680202 0.0010647649573982667 0.0031984811359002654 0.0010634430705014344 0.0012397499196286077 0.0020428234033396109 0.0010083380354330984 0.0018516764883589323 0.001893680962950838 0.002458075769808942 0.0016201909027415686 0.0010141817690265667 0.0012617426009455812 0.0015124329423201743 0.001077000111763482 0.0020338523527030535 0.001063526657453906 0.0036083453088515587 0.0019321540578118857 0.0025584277042143277 0.0011149002696129156 0.0011726071742010919 0.0011542726005018267 0.0012127002932320521 0.0020885838046031937 0.0057060610899621923 0.0018063730949506862 0.0010022306693873162
leaf_count=556 72 62 442 38 76 136 164 110 18 137 45 101 69 138 15 24 8 170 11 72 30 434 74 256 9 92 294 207 16 34
internal_value=0 1.4409e-05 -0.000481233 0.000243872 0.000169982 -4.86234e-05 0.00101301 0.000569538 0.00169229 -0.000148533 -1.31956e-05 0.000158858 -8.13832e-05 0.000117003 -6.03078e-05 0.000101223 -0.000519197 -0.00199474 0.000115646 0.00104443 2.19589e-05 -0.00161152 -0.000409149 -0.0016535 0.000324587 0.00139369 -3.44546e-05 0.000264468 0.000618037 0.000120605
internal_weight=0 0.0547677 0.0173315 0.0374362 0.0363714 0.028882 0.00748939 0.00624964 0.00305116 0.0278186 0.0259669 0.0240732 0.0216152 0.0197779 0.0181577 0.0171435 0.0103413 0.00311085 0.00723044 0.00680224 0.0031939 0.00490995 0.00616691 0.00228751 0.00387941 0.00236697 0.0124215 0.0103329 0.00851466 0.00670829
internal_count=3910 3838 1983 1855 1817 1449 368 204 128 1313 1176 1131 1030 968 899 761 644 178 466 117 45 990 455 330 125 101 993 699 257 241
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=31
num_cat=0
split_feature=51 1 14 44 47 1 2 49 48 52 15 457 1 52 0 3 133 133 160 160 4 42 16 1 3 16 4 15 52 48
split_gain=0.000455646 0.000603456 0.000904677 0.000593815 0.000662 0.000785555 0.000712676 0.000737816 0.00100092 0.00106282 0.000684911 0.000910543 0.000656313 0.000649083 0.000609945 0.000674691 0.000661477 0.000684302 0.000545826 0.00064318 0.000799062 0.000776327 0.000503928 0.000462642 0.000431241 0.000827194 0.000428833 0.000423533 0.000570621 0.000597036
threshold=-0.40274499999999996 0.13662500000000002 0.077685000000000018 1.0000000180025095e-35 0.11939500000000002 0.076710000000000014 0.11542500000000001 0.0047850000000000011 0.085875000000000021 0.096170000000000019 -0.073314999999999991 0.084550000000000014 0.094165000000000013 1.0000000180025095e-35 -0.070894999999999986 0.11476000000000001 0.083815000000000014 0.085265000000000021 0.079515000000000016 -0.025614999999999995 0.05309500000000001 0.081685000000000021 -0.17157499999999998 0.10593500000000002 0.11265500000000002 -0.062279999999999995 -0.030814999999999995 0.024640000000000006 0.10062000000000001 0.096665000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 14 7 8 9 13 11 -10 -13 18 15 16 -2 -18 19 -7 26 23 -11 -22 -3 -26 -21 28 29 -16
right_child=1 24 -4 -5 -6 6 -8 -9 10 22 -12 12 -14 -15 27 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020871883580079998 -0.0035426929818721544 0.0036082327111681529 -0.0032755606116191202 -0.0026680832952353929 -0.0026889846546288543 0.0022362588176573577 0.0022804704295829722 0.0026289282459289994 -0.0024072458857967651 -0.00019128029405540817 -0.0041980004077924486 -0.0011736906374228873 0.0034230568878916719 0.004156731904638551 -0.0017741260532452695 0.0011461786963146659 0.0020732806797952048 -0.0023331401524622412 0.0034535848155146168 -0.00038029050524686261 0.0019164696155008075 0.0036381312734296688 -0.004207294103228244 -0.0012185393959598298 0.0032130666247570548 -0.0021755256480580397 -0.0037811046038320854 0.0017929786876447573 0.0013003070534433833 0.0018266400727122208
leaf_weight=0.0018454431123644524 0.0028578531126321411 0.0013455702172340258 0.0015182347939037824 0.0014070432493795684 0.0014515119725508887 0.0028598407724835812 0.0040022102950203467 0.0022848797701229264 0.0024401187751799114 0.001230860766980868 0.0012009691738157349 0.0010139736672982735 0.0012007196225454209 0.0011545379201480807 0.0043250243900567822 0.001382635672143806 0.0010216508473981367 0.001601641877858051 0.0012718249779575261 0.0013973707388332812 0.0012856362446598268 0.0013307438910246105 0.0010041303524168663 0.0023670347042354933 0.0010137776333234427 0.001003075388069874 0.0012373392847493375 0.00216786732523122 0.00262638809275062 0.0010042313269593706
leaf_count=145 883 93 114 59 82 104 200 86 79 32 27 19 27 41 117 13 57 639 69 400 36 50 128 40 81 37 66 134 32 20
internal_value=0 4.00066e-05 -7.91336e-05 2.38396e-05 0.000106682 0.000198347 0.00064056 0.000358632 0.000111557 0.000682841 -0.00136542 -0.000634596 0.00131849 0.00114674 -0.000511862 -0.00148001 -0.00214247 -0.000617044 0.000850974 0.000535066 -0.000103561 0.000887138 -0.00199558 -0.000115105 0.00176368 0.000533068 -0.00197742 0.000144543 -0.000304646 -0.00109561
internal_weight=0 0.0520087 0.0486463 0.047128 0.045721 0.0442695 0.0272822 0.02328 0.0209951 0.0151393 0.00585578 0.00465481 0.00221469 0.0129043 0.0169873 0.00686378 0.00548115 0.00262329 0.0117498 0.010478 0.00761812 0.00498341 0.00223499 0.00365267 0.00336242 0.00201685 0.00263471 0.0101235 0.00795564 0.00532926
internal_count=3910 3765 3554 3440 3381 3299 1404 1204 1118 966 152 125 46 806 1895 1592 1579 696 765 696 592 126 160 76 211 118 466 303 169 137
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=39 48 38 3 45 14 375 1365 1348 484 457 133 1374 105 12 51 3 48 4 11 51 52 1374 0 0 12 14 47 49 13
split_gain=0.00213284 0.00195803 0.00209626 0.00195548 0.0018189 0.00257016 0.00171747 0.00169916 0.00180658 0.00233157 0.00249301 0.00184704 0.00189032 0.00153163 0.00145451 0.00162211 0.00176263 0.00216302 0.00239595 0.00191802 0.00169864 0.00251841 0.00166166 0.00208628 0.00301079 0.00265369 0.00163992 0.00229073 0.00162805 0.00153233
threshold=0.005105000000000001 0.11280000000000003 1.0000000180025095e-35 0.31335500000000011 -0.080134999999999984 0.077685000000000018 -0.40343999999999997 1.0000000180025095e-35 0.084620000000000015 -0.0043499999999999988 0.12931000000000001 0.10681500000000001 0.084470000000000003 0.094650000000000012 -0.0089849999999999982 0.16362000000000002 0.13772500000000001 0.12675000000000003 0.28937500000000005 0.080455000000000013 0.10072000000000002 0.11262000000000001 -0.094679999999999986 -0.10575999999999998 -0.072559999999999986 0.085325000000000012 -0.46879999999999994 0.10976000000000001 0.10228500000000001 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 7 -2 8 9 10 -6 12 14 -8 -11 16 17 18 19 20 21 22 -16 -24 25 29 -20 -28 -23 -25
right_child=1 -3 -4 -5 5 -7 13 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 26 -21 -22 28 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0010204190548612462 -0.00094279138235264283 0.00097362180469868923 -0.00044295352048290748 0.00080688308224740842 -0.00089453090544441198 -0.0010207031177848654 0.00047717106532205308 -0.00093607087183203246 0.0006508579526091178 -0.00070526575131832402 0.00070232639949808085 -0.00087865067819120895 -0.0009287777698083889 -0.00081256164324762503 -0.00074532904398757951 -0.0010202825014281995 0.00050858196630067405 -0.0008835441523375833 -0.00029729707705573887 -0.0010202281771635575 0.00067796000241259196 -0.0010202638840747299 0.0003610781110591555 -0.0010201201855463572 0.00013354799320752127 -0.0010202349823657938 0.0010202264088557836 -0.00040683906189708922 0.00042964929875918877 0.0001789862965869906
leaf_weight=0.0014886658764226004 0.0010685977348430234 0.0033536809149410365 0.005007362470330178 0.0025317083639038165 0.0063477358920769325 0.0031647668338976578 0.01475984753724191 0.0024038271134898528 0.0035093464937219201 0.0029551086365700021 0.0012114220391161723 0.0027174031776251431 0.0023479255055178774 0.0010245873518215367 0.002845030829796257 0.0015247472279398258 0.0076414825717279191 0.0028098339848270362 0.0020457098253245931 0.0020180265420890455 0.0035257805166111203 0.0041044842558015651 0.016018499342543166 0.0013939299107050829 0.023240383874778586 0.0054670033197474766 0.0058683834242856392 0.0014619824214605615 0.0010026549237451832 0.0054226207977867563
leaf_count=14 8 59 68 123 521 111 321 68 64 54 8 416 63 3 43 41 50 23 11 98 80 212 100 133 280 724 97 7 24 86
internal_value=0 0.000247884 0.000136545 -7.96876e-05 -9.96325e-05 -0.000114648 0.000308726 -8.80683e-05 -6.87427e-05 -9.35081e-05 -0.00063862 -4.98628e-05 -2.53011e-05 0.000393453 -1.55857e-06 2.25127e-05 4.12482e-05 -4.99534e-06 2.8178e-05 -4.13179e-05 -9.97147e-06 -5.07398e-05 1.35716e-05 5.54612e-05 -8.23479e-05 -0.000490821 0.000510246 0.00073561 -0.000735611 -6.62214e-05
internal_weight=0 0.0252141 0.0218604 0.115068 0.112537 0.111048 0.016853 0.107883 0.105479 0.10197 0.00755916 0.094411 0.0916936 0.0157844 0.0893457 0.0863906 0.0848658 0.0772243 0.0744145 0.0650384 0.0630204 0.0594946 0.0543875 0.0515424 0.0355239 0.0122836 0.00937608 0.00733037 0.00510714 0.00681655
internal_count=3910 459 400 3451 3328 3314 332 3203 3135 3071 529 2542 2126 324 2063 2009 1968 1918 1895 1780 1682 1602 1366 1323 1223 943 115 104 236 219
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=31
num_cat=0
split_feature=31 150 1374 484 0 4 0 3 4 51 15 15 15 4 3 150 2 13 0 1 15 3 132 0 47 52 52 43 47 14
split_gain=0.000432074 0.000438955 0.000767171 0.000745732 0.000697412 0.000858853 0.000846736 0.000725915 0.00101661 0.000639869 0.00063981 0.000795808 0.000656122 0.00065685 0.000549549 0.000767628 0.000777574 0.000813124 0.000503509 0.000449076 0.00042043 0.000380955 0.00067171 0.000718913 0.000454912 0.000758968 0.00107384 0.000362994 0.000348753 0.000420512
threshold=-1.0000000180025095e-35 0.082085000000000019 -0.094679999999999986 -0.08231999999999999 -0.075584999999999986 0.15045000000000003 -0.10575999999999998 -0.084129999999999996 -0.0031049999999999997 0.083165000000000017 -0.015439999999999997 -0.106555 1.0000000180025095e-35 0.18622000000000002 0.096385000000000012 0.087075000000000027 0.114165 0.06211500000000001 -0.15517999999999996 0.091845000000000024 -0.035939999999999993 -0.100615 0.079995000000000011 0.12007500000000002 0.10561500000000001 0.11401500000000002 0.095040000000000027 -0.075819999999999985 0.11896000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 9 -8 -9 10 11 19 -12 -14 15 -4 17 20 -11 -5 -17 22 23 -6 25 26 -23 -26 29 -21
right_child=1 2 14 4 5 -7 7 8 -10 18 12 -13 13 -15 -16 16 -18 -19 -20 28 -22 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0017741281066447788 -0.0031954136092217371 -0.0015179996075979853 0.0020870695995613159 -0.0017680315835931484 0.0017296080940939042 0.0027872546141392879 -0.003573553562921934 0.00089470865423441049 -0.002725477253823572 -0.003662798333774718 0.0033511892802786498 -0.0025586192140501216 -0.001153007866507453 0.002499432436560596 0.0026053516187910636 -0.00079978207441188135 0.0025744035749790716 0.0010772952389158329 -0.00031408247458925324 -0.00085094585108847496 -0.0036630145330230068 -0.0013298095640226965 0.0035435970563340428 -0.0011333691108186945 -0.00093045692821046831 -0.0036628265105179227 0.002439769398914101 0.0017295113555061594 -0.001238946339621651 0.0018626827709514794
leaf_weight=0.0017269915967599294 0.0011415336653646238 0.0020694325861807536 0.0027129660402920308 0.0012517978089077193 0.0022713889830554548 0.0017563657475658792 0.0020245441658502924 0.0020990314284456387 0.0020632289942416138 0.0011323134187932737 0.0014328413202662161 0.0018145977624755005 0.001664329868452441 0.0010949703323603899 0.0020839808961561354 0.0014223312333845346 0.001023548905036975 0.0016327444022294912 0.0012866232522936736 0.0010299543865350822 0.0013322036822920307 0.0038731890869490044 0.0010058847275331573 0.0024405940807863402 0.0010593610521425489 0.0011213161948735451 0.0013730007015837487 0.0019639216204874188 0.0010113554599229246 0.0029887146515896737
leaf_count=113 334 61 88 85 46 138 644 594 300 47 28 62 76 16 88 74 56 20 37 20 90 408 22 90 38 114 58 53 27 83
internal_value=0 -8.84384e-05 0.000515328 -0.000278989 -0.00019082 0.000363199 -0.000638001 -0.00177476 -0.000899814 -0.000159817 0.000179113 -0.000422224 0.00134049 0.000296386 0.000927547 0.000497143 -0.000300039 -0.000970645 -0.00188163 0.000194905 -0.00218456 8.14049e-05 0.000826701 0.000246715 -0.000372392 -0.000927834 -0.000343258 0.000797456 0.000683412 0.0011672
internal_weight=0 0.0511781 0.0122772 0.0389009 0.0377593 0.016865 0.0208943 0.0061868 0.00416226 0.0147075 0.0122886 0.00809642 0.00419214 0.0027593 0.0102078 0.00812379 0.00541083 0.00438728 0.00241894 0.00628182 0.00275453 0.0151087 0.00571787 0.00471198 0.00939079 0.00636751 0.00524619 0.00302328 0.00503002 0.00401867
internal_count=3910 3797 477 3320 2986 967 2019 1538 894 481 397 277 120 92 416 328 240 184 84 215 164 829 158 136 671 580 466 91 130 103
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=96 158 1 42 43 52 151 124 13 133 52 48 4 52 4 52 47 15 13 13 43 0 474 158 403 3 4 43 16 49
split_gain=0.00260893 0.00228852 0.00231231 0.00266744 0.00375312 0.00264868 0.00260654 0.00277309 0.00340557 0.00367924 0.00312666 0.00252009 0.00229222 0.00314565 0.00278357 0.00306932 0.00257049 0.00253719 0.00408892 0.00230607 0.00196 0.00213566 0.00238546 0.00238014 0.00212193 0.00247703 0.00334241 0.0020249 0.00189807 0.00179226
threshold=-1.0000000180025095e-35 0.11136500000000001 0.099595000000000017 0.087065000000000017 -0.15426499999999996 -0.42985499999999993 -0.40391999999999995 -0.50873999999999986 -0.00059999999999999995 -0.26719999999999994 0.13709500000000002 0.091690000000000008 -0.14963999999999997 -0.11271999999999999 -0.49837999999999999 0.10433000000000002 0.086025000000000004 0.084050000000000014 -0.26418499999999995 -0.13934999999999997 0.093240000000000017 -0.070174999999999987 0.08641500000000002 0.084965000000000027 0.0034800000000000005 -0.023079999999999996 0.0057500000000000008 -0.089949999999999988 -0.52908499999999992 0.16913500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -5 -4 -7 -8 9 -9 -11 28 14 -14 15 -2 17 20 -19 -16 21 22 23 24 25 27 -27 -15 -6 -10
right_child=1 -3 5 4 11 6 7 8 29 10 -12 -13 13 16 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012711865873251715 -0.001198776867361033 -0.0011149314929683979 -0.001268423174368817 0.00029598213889969467 0.00035074371306391698 -0.0010060980508627888 -0.0012678608906865107 -0.001268616408845781 -3.3662945339903096e-05 0.00093269953795142282 -0.00038716940083892567 0.00014010479416090061 -0.0012684613653489623 -0.00069283563730998705 -0.00016097566116632167 0.00065637559391789778 -0.0010916113907168189 0.0011716986911144568 -0.0012685564476463721 0.0007784733174679365 -0.00086795500430018489 0.00080759805067107647 0.0010565368532443019 -0.0012687911454728174 -0.0012684575872724032 -0.00060994755786929384 0.00060811879184209498 0.00079189076071107135 -0.0012186749319021083 0.0010807243269855603
leaf_weight=0.0024546567194221316 0.0036987349624411072 0.0031609859647900853 0.0020422381679168202 0.0066679593460605693 0.0013751500883927266 0.0027749299920287731 0.0018820698613808409 0.0015308835895666553 0.033910752822876589 0.021676389385191897 0.003330803131348147 0.0034968384190179327 0.0039403326048033085 0.0017419472931461408 0.0059578693691832987 0.0023436257797015969 0.0038828899053555679 0.0013995028725730663 0.0052411825681692994 0.014271560011522411 0.0032261150489496506 0.0068206260091869869 0.0033177037139857637 0.0024719283856313714 0.0019046453078956907 0.010838680283058011 0.005444021676794363 0.0097377964769300648 0.012577056384943223 0.0024921801677919566
leaf_count=16 80 158 124 53 16 27 9 16 299 407 63 89 224 75 20 11 114 4 605 68 48 31 55 43 68 83 32 233 819 20
internal_value=0 -4.51079e-05 -2.63203e-05 -0.000140516 -0.000513393 0.000154641 0.000197634 0.000249163 0.000294525 0.000640057 0.000756901 -0.000822687 -3.62397e-05 -0.000173104 0.000276163 -0.000479226 -9.60682e-05 -2.19356e-05 -0.000754281 0.000501792 8.49414e-05 0.000157655 3.26293e-05 -7.30685e-05 2.65618e-05 0.000115407 -0.000202695 0.000566597 -0.00106399 4.26291e-05
internal_weight=0 0.183157 0.179996 0.110356 0.024117 0.0696402 0.067598 0.0648231 0.062941 0.0265381 0.0250072 0.017449 0.0862392 0.0599674 0.0262718 0.00604236 0.056027 0.0521441 0.00664069 0.0202294 0.0455035 0.0422773 0.0354567 0.032139 0.0296671 0.0277624 0.0162827 0.0114797 0.0139522 0.0364029
internal_count=3910 3894 3736 2771 977 965 841 814 805 486 470 924 1794 1615 179 91 1391 1277 609 88 668 620 589 534 491 423 115 308 835 319
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=31
num_cat=0
split_feature=133 123 48 2 124 133 158 483 1 453 42 1 15 49 50 1 41 3 3 150 4 0 2 43 52 0 47 47 4 2
split_gain=0.000427931 0.000442767 0.000806773 0.000596499 0.000514731 0.00061317 0.000629004 0.000610449 0.000604838 0.000562322 0.000525817 0.000472152 0.000639395 0.000575359 0.000563925 0.000564703 0.000457398 0.000594581 0.000617136 0.000915055 0.000794779 0.000600209 0.000508463 0.000493469 0.000449782 0.000436565 0.000499608 0.000405577 0.000399134 0.000396331
threshold=-0.26719999999999994 1.0000000180025095e-35 0.087235000000000021 0.094825000000000007 0.15597500000000003 0.098810000000000023 0.085745000000000002 0.088030000000000011 0.091845000000000024 1.0000000180025095e-35 -0.10770999999999999 0.11368000000000002 0.10043500000000001 -0.029304999999999998 0.086465000000000014 0.11097000000000001 0.078385000000000024 -0.115685 0.10223 0.090480000000000019 -0.23071499999999998 -0.230625 0.086875000000000022 0.088185000000000013 -0.092084999999999986 -0.053834999999999994 0.13177500000000003 0.11069000000000002 0.0037100000000000002 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 9 -8 10 -2 12 14 -13 15 16 17 23 19 20 -19 -21 29 -12 -24 26 27 -15 -7 -22
right_child=1 2 -4 -5 -6 28 8 -9 -10 -11 11 13 -14 25 -16 -17 -18 18 -20 21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028665613937608686 -0.0026452887983669355 -0.0017268544001029849 0.003579236617170085 0.001732398030737709 0.0027822265855441653 -0.0041577424465929604 -0.0043773474248311531 -0.0027333730126371152 5.9942017670727969e-05 -0.0028803972306071356 0.0030519548921112941 0.0034766637703982088 -0.0025718352459156708 0.00077029913707314429 -0.0024242310435263806 -0.0015791819634112122 -0.0016837241190625701 -0.0027989697215402248 0.0020579013615205743 5.1745265823749887e-05 0.00055551602199475935 -0.0043774524714655467 -0.00068775598604233564 -8.9080265518001853e-05 0.0025385634449216947 -0.0014476570497467475 -0.0010098894431582214 0.0040637475771304549 -0.00040980071316873613 -0.0024700052188336378
leaf_weight=0.0010009022500965239 0.0011645068219066071 0.0018718412735054804 0.0018192106386187845 0.0019496298488217434 0.0011416574884606226 0.0011946632230841461 0.001240826130529892 0.0014520805420206164 0.0011194334607655954 0.001132897546288091 0.0033516922821554716 0.0018105932644907341 0.0016296165148710342 0.0014890189878009608 0.0014307734291829624 0.0024979983621449256 0.0015540364351096505 0.0012440684440066943 0.0034203267824874919 0.0010258127076667733 0.0038804580994789249 0.001367515660829711 0.0010401494581924187 0.0013418179059954127 0.0040551528461238995 0.0014307183414548055 0.0011986819807816573 0.0013804396031105171 0.001000005716176533 0.0010549844682230525
leaf_count=238 135 101 100 115 18 441 202 233 101 62 133 80 166 68 328 38 70 54 77 10 173 117 98 9 242 79 16 19 128 259
internal_value=0 2.31917e-05 0.00118009 3.79795e-05 -0.000119759 -0.000194197 -7.71963e-05 5.25106e-05 -0.00227281 0.000157581 0.000249683 0.000342801 9.13968e-05 0.0013366 0.000250578 0.000398718 0.000610442 0.000774119 0.00039513 -2.09634e-05 0.000500817 -0.00247904 0.000910075 0.00215397 0.00187995 0.000631953 0.00136333 0.00235471 -0.00244998 -9.12098e-05
internal_weight=0 0.0512906 0.00564068 0.00382147 0.0456499 0.0445083 0.0423136 0.0399533 0.00236026 0.0385013 0.0373684 0.0362039 0.0288944 0.00730945 0.0272648 0.025834 0.023336 0.021782 0.0170885 0.0136681 0.0112748 0.00239333 0.0100307 0.00469351 0.0050953 0.00549886 0.00406814 0.00286946 0.00219467 0.00493544
internal_count=3910 3672 316 216 3356 3338 2769 2466 303 2233 2171 2036 1774 262 1608 1280 1242 1172 1030 953 826 127 772 142 340 182 103 87 569 432
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=1212 1 1446 151 49 106 9 47 52 146 50 4 42 47 1375 484 1374 0 15 12 14 1 2 0 1212 13 2 151 42 39
split_gain=0.00177907 0.00177811 0.00176131 0.00184642 0.00200397 0.00164652 0.00251351 0.00205572 0.002662 0.00223351 0.00202109 0.00213636 0.0019186 0.00189348 0.00159291 0.00157627 0.00148409 0.0012196 0.00122147 0.00148078 0.00120022 0.00140295 0.00224606 0.00172601 0.00141894 0.00132855 0.00124547 0.00131254 0.00124184 0.00119064
threshold=-1.0000000180025095e-35 0.094385000000000011 0.091520000000000018 -0.40391999999999995 0.10960000000000002 0.091500000000000012 -1.0000000180025095e-35 0.086785000000000015 -0.24456499999999998 0.11615000000000002 0.11644500000000001 -0.17479499999999998 -0.11403999999999999 0.098760000000000014 -0.43271999999999994 -0.065229999999999996 -0.094679999999999986 -0.13870499999999999 -0.11739999999999999 0.10333000000000002 0.077685000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 -0.5337599999999999 0.084290000000000018 -0.016164999999999995 -0.089024999999999979 0.11829000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 5 6 -5 8 -8 10 11 -10 -13 -9 -14 -2 -17 -15 -19 29 21 23 -23 -18 25 -25 -24 -28 -27 -20
right_child=1 2 -4 4 -6 -7 7 13 9 -11 -12 12 14 17 -16 16 20 18 19 -21 -22 22 26 24 -26 28 27 -29 -30 -31
leaf_value=-0.0012938109001858239 -0.0012938570490227883 -0.00098000535192682247 -0.0012623754967776022 0.0012944245548511656 0.00090102680862963556 -0.00099176684232153939 -0.0010270479188619688 -0.0010727214365775326 -0.00077134941640297531 -0.00122724384965517 -0.00081995219999487091 -0.00073575218010831314 -0.00043038942767167616 0.0007270981234919812 0.00089436536416991487 -0.0012941037652662269 -0.000658769628835794 -0.0010235816308799229 -0.00071829513644642532 0.00093215498958843857 -0.0012938374068321257 -0.0006072492328468937 0.0012334166832508148 -0.001294064828622784 -0.0012939006153138493 -0.00090794146377800504 0.00086881749042030747 -6.5383234092179906e-05 0.00023337117806001886 0.00052125876737506532
leaf_weight=0.0018232161218465484 0.0020255606885966051 0.002227382980663605 0.0014577997010150048 0.0031912917918930353 0.0064416584102389143 0.0020785628724411245 0.0023053948527902426 0.0036805076707082654 0.0017805924633762437 0.001315404435445088 0.0018128182223904324 0.0014624239898921578 0.0016424974501205716 0.0028421975055152862 0.02021124319904289 0.0017773843549733206 0.01024670614283307 0.0024714278588362495 0.0040202870255363655 0.0021617790123187319 0.00135496150091896 0.0041000092394725121 0.002921278945564155 0.0011476177896838627 0.0013769625520545494 0.0017438762415942213 0.004001366155762299 0.0067850660704777957 0.018757824812231764 0.001914476313686464
leaf_count=282 398 35 36 88 84 26 118 50 24 7 46 14 5 30 498 46 676 14 63 22 81 327 19 4 155 120 34 105 497 6
internal_value=0 -6.16101e-06 0.000143067 0.00017635 0.00021976 0.000136787 0.000182953 0.000108468 0.000309573 0.000418747 0.000499207 0.000594494 0.0006988 -0.000250781 0.000794799 -0.000173378 -0.000131513 -2.51938e-05 -0.000227519 1.54755e-05 -9.21055e-05 -6.02284e-05 0.000232835 -0.000217076 -2.0522e-05 6.04687e-05 0.000484106 0.000281171 0.000136291 -0.000318431
internal_weight=0 0.119256 0.0630177 0.0615599 0.0593326 0.0528909 0.0508123 0.047621 0.0305304 0.028225 0.0269096 0.0250968 0.0233162 0.0170907 0.0218537 0.0562386 0.0542131 0.0134102 0.010568 0.00809654 0.0524357 0.0510807 0.0178077 0.033273 0.0230263 0.0216493 0.0137077 0.0107864 0.0205017 0.00593476
internal_count=3910 3628 1166 1130 1095 1011 985 897 712 594 587 541 517 185 503 2462 2064 135 105 91 2018 1937 485 1452 776 621 158 139 617 69
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=31
num_cat=0
split_feature=51 39 43 1 42 42 133 47 16 16 15 2 3 47 1 2 2 52 52 3 47 13 4 4 151 4 16 1 4 12
split_gain=0.000447042 0.000553606 0.000681588 0.000839878 0.000796282 0.000526985 0.000981159 0.000749079 0.000564379 0.00108539 0.000475711 0.000891899 0.000550705 0.00096089 0.000641926 0.000760828 0.000750545 0.000721086 0.000680719 0.000598765 0.000582195 0.000590372 0.000398115 0.000627886 0.000334567 0.000446386 0.000319902 0.000264782 0.000257409 0.000247336
threshold=-0.40274499999999996 0.085220000000000004 -0.049504999999999987 0.11684000000000001 -1.0000000180025095e-35 0.085775000000000004 1.0000000180025095e-35 0.10976000000000001 -0.17157499999999998 0.022165000000000004 0.084565000000000015 0.099990000000000009 -0.097604999999999983 0.09252500000000001 0.094485000000000013 0.11230000000000001 0.11462500000000002 -0.094124999999999986 -0.081429999999999989 0.13772500000000001 0.097435000000000008 0.098990000000000009 -0.017449999999999997 -0.08422499999999998 -0.024429999999999997 0.074650000000000008 -0.08909499999999998 0.10373000000000002 -0.06272999999999998 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 10 7 8 -7 -10 12 -12 20 14 17 26 -17 -14 -19 -15 21 28 23 -20 -24 -26 -16 -23 -2 -11
right_child=1 2 3 -5 -6 6 -8 -9 9 29 11 -13 13 19 15 16 -18 18 22 -21 -22 27 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016839861859901913 0.00063615151439019011 -0.00030296254676837937 -0.0019581529533225128 0.0019110050250451273 0.0029972137139770401 0.0016355547224466782 -0.002538947295763626 -0.0025172352296039865 -0.0028192599519332594 0.0017156407762750183 -0.0033012419010124802 0.00022080519188674057 -0.0025654481399006511 -0.0027347909506760539 0.00066392828919786416 -0.0016841800418647944 0.0013669682963446316 0.0017710065828954325 -0.00090760471120495529 0.0003149854706390124 0.003267494430854933 -0.0019232413715319502 8.9467810906844469e-05 0.0019038145571036111 -0.0030686720686959328 -0.00020983401675129851 0.0029467650260482548 0.00035712999826162259 0.0023144512444056636 -0.00040981837811143593
leaf_weight=0.0017924547036982643 0.0023134506151087919 0.0012589559160485209 0.0015463085947722268 0.0010985978384923101 0.0024974357244804679 0.0023549756309471093 0.0026601778615711336 0.0012789944709812318 0.0014281485676810313 0.0015434888555256876 0.0012945286915872481 0.0022604083552435483 0.0013292249707328426 0.0021893004184827527 0.00100931757348377 0.0016430211085776136 0.0021060839111335383 0.0021565959687617183 0.0018878360857423893 0.0011109832786786455 0.0011320160349672648 0.0011085365123535418 0.0016919273803424071 0.0017547568569185011 0.0014669345643014827 0.001089805041789571 0.0023138160690052692 0.0012294452401562239 0.0019100039531849645 0.0010553572235760811
leaf_count=145 104 29 53 55 254 69 576 53 443 55 521 88 171 121 48 18 126 54 131 32 26 64 94 40 209 60 73 46 71 81
internal_value=0 3.59459e-05 0.000964718 -0.000351046 0.00189116 -0.000101299 -0.000768582 -0.000153844 0.000319797 -0.000449654 0.000107414 -0.00106175 0.000248578 -2.66385e-05 0.000274154 0.00107465 2.98222e-05 -0.000223452 8.63689e-05 -0.00170814 0.00102662 0.000640013 -0.000374024 0.000446748 -0.00107771 -0.0018501 0.00225341 -0.000724091 0.00139514 0.00085252
internal_weight=0 0.0497204 0.0064013 0.00264491 0.00375639 0.0433191 0.0103211 0.00766096 0.00638197 0.00402699 0.032998 0.00355494 0.0294431 0.0217496 0.0184493 0.00707224 0.00374911 0.0113771 0.0100479 0.00330028 0.00769345 0.00656144 0.00789126 0.00364259 0.00424867 0.00255674 0.00332313 0.00233798 0.00422345 0.00259885
internal_count=3910 3765 391 108 283 3374 1277 701 648 579 2097 609 1488 1177 1024 265 144 759 588 153 311 285 534 171 363 269 121 110 175 136
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=31
num_cat=0
split_feature=1213 484 52 2 14 15 15 14 160 13 16 42 3 48 1374 0 133 16 16 12 42 42 49 15 3 15 47 3 3 0
split_gain=0.000417343 0.000412911 0.00060422 0.00045101 0.000500287 0.000455005 0.000814045 0.000532948 0.000457181 0.000502572 0.00069276 0.000492062 0.000483938 0.000683131 0.000821921 0.00123088 0.00045901 0.000520743 0.000646749 0.000576332 0.000708942 0.000488273 0.000449089 0.000414778 0.000380779 0.000342203 0.000334483 0.000288955 0.00032459 0.00028043
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.024145000000000003 0.15305000000000002 0.077685000000000018 -0.26361999999999991 -0.19153499999999998 -0.46697999999999995 -0.217635 -0.090744999999999978 0.28937500000000005 0.091025000000000009 0.11818000000000002 0.095825000000000007 -0.094679999999999986 -0.23029999999999998 0.088850000000000026 -0.010344999999999998 -0.055679999999999993 0.085250000000000006 0.091230000000000019 0.08401500000000002 -0.082494999999999985 -0.073314999999999991 -0.015794999999999997 0.035895000000000003 0.092255000000000018 -0.12008499999999998 0.084925000000000014 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3 -8 10 11 22 13 14 -11 -16 17 18 21 24 -21 26 -10 -14 -19 -23 27 -17 -29 -15
right_child=1 3 -4 -5 -6 6 8 -9 9 12 -12 -13 23 29 15 16 -18 19 -20 20 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0019044609912728587 -0.002594147342219352 -0.00060635350845272254 0.00059031464477227256 0.002379358135674416 -0.0019519176343338527 -0.0027079703921295702 -0.0016102194764085491 0.0027698240831729873 -4.6943940265241177e-05 -0.0033183033301127022 -0.0014913657665264226 -0.00066085549830697859 -4.7161397109518105e-05 0.00089667381546242454 0.0030343460647432219 0.00016288958934835052 -0.0020338871417286439 0.0023826651215024994 -0.0026348388752383263 -0.0025855356728585201 0.0010007534677713024 -0.00017756441178258731 0.0024678521094223384 -0.0032945723876472736 0.00032939880866309439 0.0026711649022989089 0.00097926481457384228 -0.0029244747170651475 -0.00028654427922559833 0.003304323457026072
leaf_weight=0.0015959221166704221 0.0019267707137468051 0.0010048610757635856 0.0014627759969246812 0.0012128931260972911 0.0016435824569507309 0.0014448511563857061 0.0019535635440459656 0.0018607591173314111 0.0012562194573888519 0.0010378375857129632 0.0012792774862120382 0.0012275099910352694 0.001089639758362182 0.0016362075315781155 0.0018081837242220787 0.0013357072966186934 0.001714450015172341 0.0027876126707013782 0.0017811296150615948 0.0013791837508425608 0.0017393914524035381 0.0011501379219645003 0.0046936925952785202 0.0011060352261651465 0.0023007605657463723 0.0012050189754919671 0.0011931819925621312 0.0017613065182692789 0.0010325877065042732 0.0011493616646589535
leaf_count=592 416 47 169 133 83 79 294 177 36 53 18 53 15 79 37 26 401 90 78 246 65 41 132 31 118 39 17 293 11 41
internal_value=0 3.72716e-05 -0.00121988 0.000132419 6.9872e-05 0.000149125 4.37226e-05 0.00158593 0.000149411 0.000245797 0.00104122 0.00149262 -1.43644e-06 0.000146178 -7.23815e-05 8.66064e-05 -0.000188416 -9.31646e-06 -0.000606738 0.000679252 -0.000585276 -0.000136258 0.0019369 -0.00168299 0.00145426 0.00127999 -0.000762902 -0.00126627 -0.00194953 0.0018901
internal_weight=0 0.0481745 0.00338955 0.0447849 0.0435721 0.0419285 0.0390628 0.00286562 0.037618 0.0356644 0.0084567 0.00717742 0.0272077 0.0250121 0.0222265 0.0211887 0.0193805 0.017666 0.00945907 0.00820695 0.00311858 0.00767794 0.00594991 0.00219567 0.00508837 0.00235516 0.00532278 0.0041296 0.00279389 0.00278557
internal_count=3910 3318 585 2733 2600 2517 2293 224 2214 1920 239 221 1681 1635 1515 1462 1425 1024 505 519 311 427 168 46 208 80 347 330 304 120
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=31
num_cat=0
split_feature=31 2 484 133 11 48 147 41 1429 376 52 43 1 3 1374 0 3 1 3 160 133 13 3 49 1 2 3 0 2 43
split_gain=0.000389482 0.000368843 0.000579779 0.000537653 0.000500648 0.000490751 0.000617957 0.000455852 0.000598538 0.000441024 0.000428833 0.000481198 0.000454049 0.00050202 0.000394366 0.000794007 0.000589035 0.000736932 0.000589048 0.000453471 0.000507906 0.000405946 0.000483218 0.000556569 0.000385244 0.000846703 0.000639384 0.000703835 0.000721033 0.000381123
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.089725000000000013 0.087830000000000005 -0.09386499999999999 0.088035000000000016 0.080335000000000018 0.084845000000000018 0.048695000000000009 0.18936500000000003 -0.067799999999999985 0.099370000000000014 -0.10315499999999998 -0.094679999999999986 -0.23029999999999998 -0.010319999999999998 0.12446500000000001 -0.040669999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083514999999999992 -0.075679999999999983 -0.029304999999999998 0.10521500000000002 0.10113500000000002 0.11818000000000002 -0.13506999999999997 0.113945 -0.26007999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -3 9 8 14 10 11 12 13 -7 -4 -16 18 -18 19 -17 -21 -22 23 -23 25 -13 -26 28 -28 -25
right_child=1 4 3 -5 -6 6 -8 -9 -10 -11 -12 24 -14 -15 15 16 17 -19 -20 20 21 22 -24 29 26 -27 27 -29 -30 -31
leaf_value=0.00191253102914142 -0.0030372499046219491 -0.0019579342483756587 -0.0024516693621596123 -0.002744390463037798 -0.0021875722224670461 0.0027080243237198199 0.0034495087267913211 -0.0023203049706917367 0.0027807173195167527 0.0025829121670991029 -0.0019974707128072641 0.0017950033522433557 0.0036840331816171807 -0.00045978711168247801 0.0028217122968171027 -0.0020141213655487959 -0.0022615632558692388 0.0010010292953724857 0.0028996374875882008 -0.0020545169231549545 0.0018281657358030093 0.0013141110032847507 0.0020957543964924309 0.00031786941640604081 0.0025948547783398689 -0.0019729969752944432 0.0010444094501042668 0.0024547135410251924 -0.003057893142616893 -0.0026603287718400116
leaf_weight=0.0015777951834206041 0.0012529394766008775 0.0012425113073639684 0.0011054634147331646 0.0013093806825729129 0.0011966575164494833 0.0012911300637483691 0.0011352226290668446 0.0014076094090684768 0.0011580833971223106 0.001376417867113843 0.0012372909937298218 0.001313501440248558 0.0011366735078173207 0.0020105061058455194 0.001434240668572776 0.0015931544115428417 0.0038641093767104581 0.0015144869599872379 0.0011717979176353319 0.0012945006235973175 0.0028693488240030263 0.0015484558233112011 0.0013432164580366932 0.0010390409469209771 0.001810662549935671 0.0032719064515551732 0.0011662698259158333 0.0010769939244426041 0.0015931987548079007 0.0019290932955700058
leaf_count=113 472 34 40 473 95 19 77 78 77 80 118 48 99 161 29 335 127 34 42 609 85 24 32 23 73 237 14 64 59 139
internal_value=0 -9.01252e-05 -0.000406721 -0.000272644 0.000301996 0.000453513 0.000616178 -0.000133576 7.1992e-06 0.000430089 0.00024382 0.000432843 0.001523 0.00077901 -0.000147916 -1.79916e-05 -0.000242177 -0.00134289 0.000220759 -4.94613e-05 0.000262801 0.00060645 8.21726e-06 -0.000612608 -4.00069e-05 -0.000893644 0.000653138 -0.000263278 -0.00132408 -0.00161776
internal_weight=0 0.0466939 0.0258349 0.024582 0.0208589 0.0196623 0.0184198 0.0232726 0.021865 0.0172846 0.0159081 0.0146708 0.00443831 0.00330164 0.0207069 0.0196014 0.0181672 0.0053786 0.0127886 0.0116168 0.0100237 0.00872916 0.00585981 0.00451659 0.0102325 0.00458541 0.00564713 0.00383646 0.00275947 0.00296813
internal_count=3910 3797 2619 2147 1178 1083 1049 1674 1596 972 892 774 279 180 1519 1479 1450 161 1289 1247 912 303 218 186 495 285 210 137 73 162
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=31
num_cat=0
split_feature=51 124 43 123 133 132 42 12 160 474 38 39 52 150 13 2 4 160 457 12 49 13 43 15 0 4 2 150 4 2
split_gain=0.000388573 0.000442332 0.000422926 0.00053069 0.000496821 0.000504059 0.00062611 0.000567286 0.000539439 0.000964199 0.000597867 0.000846209 0.000553498 0.000566826 0.000501965 0.000481785 0.000395965 0.000393376 0.000621472 0.000394734 0.000590562 0.000737419 0.000520524 0.000616361 0.000637423 0.000417803 0.000560994 0.000629736 0.000343756 0.000328147
threshold=-0.40274499999999996 0.10385500000000002 0.24789500000000006 0.090970000000000009 0.098810000000000023 0.079995000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 1.0000000180025095e-35 0.084835000000000008 -0.092854999999999979 -1.0000000180025095e-35 0.25430000000000003 0.10274500000000002 -0.04133499999999999 0.091575000000000017 0.088550000000000004 0.095295000000000019 -0.029304999999999998 -0.10241499999999999 -0.071214999999999987 0.035895000000000003 -0.13870499999999999 -0.060264999999999992 0.10457000000000001 0.083205000000000015 0.05309500000000001 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -7 9 29 11 12 15 -14 -2 -10 -11 19 -19 22 -21 -22 -15 25 -25 -24 27 28 -27 -8
right_child=1 -3 -4 -5 -6 7 8 -9 10 16 -12 -13 13 17 -16 -17 -18 18 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0017182648675929362 -0.0029420115433224144 0.0020478441006060591 -0.002151209152961 0.0024218730492808534 -0.002079239354475479 0.0031939284556976484 -0.0023776917526697576 -3.613948960921469e-05 -0.002413212029136988 -0.0008819850742205524 -0.0022070628440162055 0.0031018609764731546 -0.0017100704976342272 0.0025533600278949725 9.1179322077131122e-05 0.00048585694165092732 0.0019010445755592333 -0.0021826598270656117 0.00095555650283626501 0.0013667778694885693 0.00060296910762107695 -0.0034528364437126646 0.0026367326334282935 0.00088682830217082795 -0.0030043416086423945 -0.0025741949905670578 0.0026028063542583909 0.0016620231306924624 0.00027717045370270879 -4.5879906399112584e-05
leaf_weight=0.0016758159060263891 0.001677523426986737 0.0013749678838674831 0.0011689326509958234 0.0011708734393138789 0.0014702785041890145 0.0013467913318621063 0.0034108262502074984 0.0014619514431974956 0.0017344287969397456 0.0010609413551918578 0.0011694270132949205 0.0014304576646955161 0.0014418264321278676 0.0027299396942135337 0.0012113812033449634 0.0012878032873793188 0.0017402844360172587 0.0015336269954746564 0.0017328273398788951 0.0019322092324358664 0.0012182380514786928 0.0010996884231211359 0.002076828315153989 0.0011822862649672914 0.0010034022437652836 0.0011742444444382567 0.0015052966393032108 0.0016990774759548799 0.0010174269247897882 0.0010080305933364286
leaf_count=145 482 42 228 107 536 86 529 168 212 39 31 137 56 53 76 138 157 89 28 28 16 54 24 15 212 40 75 24 27 56
internal_value=0 4.25811e-05 -2.05167e-05 3.8048e-05 -2.94412e-05 4.6117e-05 -6.49782e-05 0.00151268 7.06534e-05 -0.000801032 0.000304019 0.000417839 0.000260289 0.000463902 -0.00167013 -0.00117789 0.000846995 0.000621373 -0.000517862 0.000845025 -9.9193e-05 -0.00132122 0.00116896 0.000777666 -0.000899524 0.00126821 0.0007415 2.1377e-05 -0.00125052 -0.00184576
internal_weight=0 0.0450718 0.0436968 0.0425279 0.041357 0.0398868 0.037078 0.00280874 0.0341891 0.00722008 0.026969 0.0257996 0.0243692 0.0213469 0.0028889 0.00302223 0.00280123 0.0199051 0.00326645 0.0166386 0.00425014 0.00231793 0.0123885 0.00965856 0.00218569 0.00747287 0.00539605 0.00389075 0.00219167 0.00441886
internal_count=3910 3765 3723 3495 3388 2852 2598 254 2040 781 1259 1228 1091 741 558 350 196 685 117 568 98 70 470 417 227 190 166 91 67 585
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=4 151 11 480 50 403 1373 1456 1212 1453 457 1 0 133 2 3 1 16 16 1 3 15 0 133 133 123 2 48 1 457
split_gain=0.00132831 0.00207567 0.00183737 0.00147191 0.00141098 0.00129745 0.00126295 0.00125541 0.00131827 0.00116031 0.00113373 0.00136683 0.00158989 0.00139625 0.00165074 0.00181798 0.00180635 0.00143364 0.0014049 0.00132014 0.00119854 0.00119363 0.00151952 0.00104868 0.00160333 0.001022 0.00102029 0.000979865 0.0012815 0.000921054
threshold=0.28937500000000005 -0.27336999999999995 0.080455000000000013 0.08456000000000001 0.11901000000000002 -0.092224999999999988 0.099250000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085754999999999984 0.53894500000000012 1.0000000180025095e-35 -0.074249999999999997 0.085355000000000014 1.0000000180025095e-35 -0.013944999999999997 0.095575000000000007 0.15737500000000001 -0.014099999999999998 0.096230000000000024 0.11476000000000001 -0.073314999999999991 -0.18087499999999998 0.083815000000000014 0.084630000000000025 0.085110000000000005 0.11542500000000001 -0.064549999999999982 0.11235500000000002 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 26 -1 7 9 -9 -7 11 12 20 14 16 -16 -13 18 21 -18 23 22 -17 -10 -25 -21 27 -3 -29 -26
right_child=1 4 -4 -5 -6 6 -8 8 10 -11 -12 13 -14 -15 15 17 19 -19 -20 25 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.0013459896401776246 -0.0013084194746942179 0.0013460725374762541 -0.001052277071313661 -0.0013460573481333875 -0.00075521937069794468 0.0004527522406249084 -0.0012050025976061145 -0.0013460184333452803 -0.0012102384752212957 -0.0012630976465656048 -0.001295561466370043 -0.0010512153283667176 0.00012694891051227947 0.0013066358376274522 0.0011325896435045173 2.5843598984892691e-05 0.0013309374183277829 -0.00081021122853971864 0.00097400700425273373 0.00012412138858563523 0.00029753937736072208 -0.00041766883960701699 0.0012821054725760013 0.0008854297472273751 -0.0013460432914233777 -0.00087647370059873713 0.0011964014698608728 -0.00040048567745017084 0.00074862118036303775 0.0001991262443394088
leaf_weight=0.0013231411211744861 0.0012671964756236784 0.0015410927495054239 0.003439716959483973 0.0015543952984642386 0.001475280022532389 0.0010027213214325315 0.001551311914830932 0.0011930524139831524 0.0044333624720111972 0.0024791501678271812 0.0010697234010876846 0.0031217694680023547 0.017996089477080097 0.0021578325164171011 0.0051222452304386925 0.0052785365421641455 0.0013803377748331522 0.0021312152269388198 0.0048567158929415681 0.010276649418273109 0.0025753590307431304 0.0046707524112434831 0.0026049896203375056 0.0014376626223651101 0.0020945070053111081 0.002254979341728359 0.0040110069228127552 0.0035973324693259201 0.0034387404351079454 0.0010487943970503011
leaf_count=410 20 41 175 246 18 45 27 264 529 304 14 227 227 121 84 36 7 82 63 156 10 41 51 10 297 19 210 29 108 39
internal_value=0 0.00034145 -8.82046e-05 -4.85452e-05 0.000490112 -2.39678e-05 -2.30229e-06 2.12594e-05 5.76039e-05 -0.000768961 8.00782e-05 0.000100115 -0.00012344 0.000250928 0.000196297 0.000418846 -0.000125949 0.000231765 0.000359309 8.16754e-05 -0.000512237 0.000121509 0.000440956 -0.000743586 -0.00029197 -5.59287e-05 0.00063606 0.000374023 0.000161117 -0.000830482
internal_weight=0 0.0153306 0.087055 0.0836153 0.0140635 0.0820609 0.0807378 0.0791864 0.0757046 0.00348187 0.0745115 0.0734418 0.0295858 0.043856 0.0416982 0.0246645 0.0170337 0.0195422 0.017411 0.013912 0.0115897 0.0125543 0.00788353 0.00901433 0.00458096 0.0125316 0.0125882 0.00857717 0.00703607 0.0031433
internal_count=3910 426 3484 3309 406 3063 2653 2626 2277 349 2013 1999 1112 887 766 357 409 273 191 182 885 128 87 875 346 175 388 178 137 336
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=31
num_cat=0
split_feature=1 0 133 132 42 42 13 2 1374 2 44 50 33 124 43 4 52 151 133 4 2 4 52 1 52 4 0 4 3 15
split_gain=0.000351339 0.000564329 0.000455742 0.000410726 0.00040007 0.00036387 0.000462644 0.000349284 0.000345753 0.000397202 0.000770266 0.000552064 0.000420661 0.000464285 0.000461797 0.000506867 0.00073853 0.000618883 0.00066898 0.00073619 0.000583919 0.000580684 0.000566862 0.00043136 0.000426221 0.000319257 0.000274927 0.00029356 0.000269563 0.000213481
threshold=1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.079995000000000011 0.091955000000000023 -1.0000000180025095e-35 0.11596500000000001 0.092745000000000008 0.090240000000000015 0.14073000000000005 1.0000000180025095e-35 0.10625000000000001 -1.0000000180025095e-35 -0.079729999999999981 -0.079374999999999987 -0.17479499999999998 1.0000000180025095e-35 -0.044604999999999992 -0.0056849999999999991 0.05309500000000001 0.087995000000000004 -0.0010999999999999996 -0.080899999999999986 0.13501500000000002 -0.0093349999999999978 0.05309500000000001 -0.014809999999999999 -0.41745999999999994 -0.10628499999999998 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -3 26 -4 9 10 11 12 -2 24 28 -16 17 21 -19 20 -20 -17 -22 29 -14 -18 -7 -28 -15 -21
right_child=3 4 7 -5 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 16 25 18 19 23 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033176931754871782 -0.0022725188110108668 -0.0015082321014980931 -0.0021019597589328203 0.0020610549724654958 -0.0018880843038349487 0.0013399067142687848 0.0027969719477553097 0.0012037914048630169 -0.0022085823393643992 0.0021898093452328601 -0.0033928817713908275 -0.0025838064546929288 0.0040738500505471346 0.00019544752008217794 -0.00224000562882522 0.0011461741470140544 0.0037446447819099349 -0.0021716620980593371 -0.0020061203482738639 0.0016790116330337886 -0.00066632196203998109 -0.0025914607896024475 0.0030361258873266577 -0.00010709873026021388 0.00048862795116586129 0.0009567517993880894 0.00070821280743906803 -0.0016344098549963889 -0.0020408202075561767 0.00367688645657085
leaf_weight=0.0019152159611584016 0.0010039934139740572 0.0015464032995614616 0.0011668701548085414 0.0019408967099652221 0.0016805031996756101 0.0021741900494771649 0.0014305743598015397 0.0010181691778126112 0.0010618670129822752 0.0015924430224085731 0.0010501314094923933 0.0011484823391527668 0.0010979034139424471 0.0016396863250847105 0.001045569084772594 0.0010831010970537847 0.0017200990338768199 0.001148306681945546 0.0016364695696067313 0.0014794800154405152 0.0014822640843945578 0.0020369925491792165 0.0013388911316951635 0.0010221554417704226 0.0011601657712709814 0.0011768479982947611 0.0017454572337740615 0.0019011493982361563 0.0020804263714460083 0.0023630848895024315
leaf_count=562 44 442 342 198 294 203 16 92 51 138 56 178 83 54 162 38 101 144 123 36 37 80 25 28 74 45 25 16 176 47
internal_value=0 -0.000551704 -0.00184895 0.000223455 -4.40798e-05 0.000308152 0.000695508 -0.000561569 0.000102012 0.00018869 6.94017e-05 0.000211073 0.000342006 0.000453652 0.000264732 0.000544778 0.000721376 0.000318357 0.000798811 0.00116471 -4.61183e-05 -0.00129399 0.00109082 0.00227421 0.00223181 0.0026121 0.000179032 -0.000513108 -0.00105516 0.00290766
internal_weight=0 0.0145785 0.00410026 0.0313093 0.0104783 0.00879777 0.00725137 0.00218504 0.0293684 0.0283065 0.0267141 0.0256639 0.0245154 0.0235114 0.0212534 0.0175333 0.0164877 0.0135907 0.0104707 0.00932235 0.00445762 0.00312009 0.00282116 0.00486472 0.00225807 0.00289695 0.0058208 0.00364661 0.00372011 0.00384256
internal_count=3910 1992 996 1918 996 702 260 434 1720 1669 1531 1475 1297 1253 1096 866 704 558 440 296 185 118 62 111 157 146 244 41 230 83
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=31
num_cat=0
split_feature=51 39 47 1 484 48 49 457 15 160 0 3 2 4 52 12 150 2 151 4 1 2 48 3 3 2 4 2 4 1
split_gain=0.000364648 0.000459719 0.000432295 0.000395133 0.000541264 0.000474401 0.000552728 0.000511439 0.000534944 0.000515007 0.000408069 0.00067524 0.00088871 0.000455153 0.00103547 0.000453753 0.000373311 0.000371194 0.00040041 0.000474794 0.000509928 0.000388922 0.000356628 0.000340015 0.00050411 0.000325035 0.000947554 0.000276972 0.000268843 0.000193794
threshold=-0.40274499999999996 0.11592000000000001 0.11939500000000002 0.094385000000000011 -0.0043499999999999988 0.12862000000000004 0.10447000000000002 0.09037000000000002 0.035895000000000003 0.084835000000000008 -0.074249999999999997 0.086245000000000016 0.086245000000000002 -0.49837999999999999 0.10433000000000002 0.086865000000000012 0.083935000000000023 0.1178 -0.08323499999999999 -0.0025899999999999994 0.11235500000000002 -1.0000000180025095e-35 0.13096500000000003 -0.023079999999999996 -0.084129999999999996 0.10113500000000002 -0.072674999999999976 0.091985000000000011 0.0057500000000000008 0.12381000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 11 15 -13 14 -12 16 23 18 -5 -20 21 -21 -4 24 -6 27 -27 -15 -14 -22
right_child=1 -3 22 5 10 -7 -8 -9 -10 -11 13 12 28 25 -16 -17 -18 -19 19 20 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016961486340664135 -0.0028368915850260513 0.0019771130302867362 -0.0030914337123609413 -0.0019890176856986229 -0.0021747193125610884 -0.0014397698863025422 0.002802662369041981 0.0024649431195993871 -0.0015107652210124864 0.0028820869754724102 -0.0035909341073259906 0.0034893030469218072 -0.0016679757226682709 0.0003919168507091029 0.0012608591540324849 -0.0028250775015005135 0.0010765891281701676 0.0018843540606530609 0.0017780504301837374 0.00051693514850079136 0.0021659960907762081 -0.0021372788984116912 -0.00016444101362822402 -0.0025068629846339988 0.00083677445047616189 0.0015795468853908978 -0.0028326897123101824 0.002206811585147368 0.00055431750988200492 5.2502455652310045e-05
leaf_weight=0.0016085955468452253 0.0010051848519500575 0.001531307278060722 0.0010496290455348492 0.0011580952767644729 0.0012626008343157302 0.0015437334008936423 0.001396445344200358 0.001445576271922989 0.0019690858237879647 0.0010746792784566148 0.0010539694656088727 0.0010236821344165037 0.0012395976434049771 0.0018533610512787603 0.0012277394907713735 0.0017538112249290694 0.0011647821845155448 0.0015490696273436919 0.001995162878353442 0.0010940968450086075 0.0010418327725432164 0.0020367637985403376 0.0010981839667749682 0.0016441640577617954 0.0016573389292704466 0.0016143260153045347 0.0010265698086735497 0.0026119708558014487 0.0016178277933249774 0.0012077994969672545
leaf_count=145 454 84 50 34 265 31 63 74 147 99 58 14 40 82 19 1005 103 156 171 18 39 69 58 90 192 20 163 77 16 74
internal_value=0 4.51331e-05 -2.62977e-05 5.94936e-05 -0.000263646 0.000460954 0.000644703 0.000437906 0.000214677 0.000519185 -0.000139001 -0.000596651 0.000618666 0.00041497 -0.000980286 -0.00122701 -0.000737785 0.000267335 -2.61912e-05 0.000282004 -0.000272751 -0.00120975 -0.00159485 -0.00120082 -0.000465415 0.000862967 -0.000135579 0.00145353 -0.000409749 0.00103129
internal_weight=0 0.0429484 0.0414171 0.0392693 0.0217569 0.0175123 0.0159686 0.0145722 0.0131266 0.0111575 0.0207517 0.0113638 0.00388111 0.00938794 0.00228171 0.0074827 0.00572889 0.0100828 0.00853375 0.00737566 0.00538049 0.00313086 0.00214781 0.0045641 0.00291994 0.00710623 0.0026409 0.00446533 0.00285743 0.00224963
internal_count=3910 3765 3681 3573 2598 975 944 881 807 660 2144 1725 70 419 77 1655 650 561 405 371 200 87 108 547 457 342 183 159 56 113
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=158 30 1212 12 45 14 13 52 133 151 1 13 0 52 2 15 49 52 13 150 51 42 49 52 131 0 0 0 52 4
split_gain=0.00148998 0.00138703 0.0013242 0.00122815 0.00114691 0.00186017 0.00107663 0.00113072 0.00137924 0.00119316 0.00144835 0.00210637 0.0013573 0.00128455 0.00122371 0.00180477 0.0019689 0.00165958 0.00146437 0.00136966 0.00131557 0.00170399 0.00145322 0.00144897 0.00121891 0.00118665 0.00140555 0.00167897 0.00097087 0.00130538
threshold=0.11136500000000001 0.085915000000000019 -1.0000000180025095e-35 -0.23342999999999997 -0.080134999999999984 0.077685000000000018 -0.5337599999999999 -0.42985499999999993 -0.26719999999999994 -0.52174999999999983 0.11368000000000002 -0.0024749999999999993 -0.017269999999999997 -0.26295999999999992 0.091985000000000011 -0.11739999999999999 -0.084114999999999981 0.11401500000000002 -0.089899999999999994 0.082965000000000025 -0.089214999999999989 -1.0000000180025095e-35 -0.081629999999999994 -0.082554999999999976 0.092255000000000018 0.12500000000000003 -0.067059999999999995 -0.083934999999999996 0.10701500000000001 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 14 -12 13 -13 15 -11 -17 18 -16 -19 -18 -22 -23 -24 25 26 27 -25 29 -20
right_child=-2 -3 3 4 5 -7 7 8 9 10 11 12 -14 -15 17 16 20 19 28 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013460499021908641 -0.001230961587759956 0.001346031492475879 0.0013399984123687169 0.0013463049296348472 -0.00087291849997940996 -0.0010838389093894684 -0.00087740517452824032 -0.0011913104351068072 -0.0011517824808852004 -0.0011316036110786767 0.0010533707395439819 -0.0013462489261567411 0.0013306066108249148 9.066544326362127e-05 0.00078411476973193393 -0.00093275008808739663 0.00083986153391000715 -0.00097720295594928494 -0.00088669523000635289 0.00079836435677852803 -0.0013460264086116972 0.0012538777616131649 -0.0011170316745622709 0.00026980214918568472 -0.0013460601326585643 -0.0010648633668318946 0.0012228329117702481 -0.0013460189911635198 0.0013195039957961453 0.00016657946576261576
leaf_weight=0.0013573004138822667 0.001835499220873337 0.0013534904452896504 0.0012102760829648665 0.0010934882461697262 0.002525580516916647 0.0029956927673229208 0.002483856767673486 0.0016085675898622745 0.0014317998448092331 0.0032932082288010802 0.0063402518072841465 0.0013209438238845914 0.0013423283525071392 0.007678270903959116 0.0079759897293953941 0.0042186450076524542 0.003396238775795978 0.0035407796427211471 0.0024031840341933721 0.0010119700141828503 0.0017209255300674178 0.0016644312894413807 0.0020817807568000923 0.010508426623839983 0.0010262991658294132 0.0012950385605563506 0.0023878266753740935 0.0013102005595060353 0.0011456755497647455 0.018862596656121333
leaf_count=282 158 96 59 14 26 102 338 188 48 115 197 10 36 105 78 83 90 206 34 22 429 12 86 375 70 10 34 210 8 389
internal_value=0 -7.28671e-06 -2.57456e-05 -7.43588e-06 -2.43064e-05 -3.99885e-05 -6.20978e-06 1.80985e-05 4.35001e-05 6.6608e-05 8.72467e-05 0.000442553 6.80697e-05 -0.000120251 -1.18669e-07 -0.000186395 -8.12686e-05 0.000175297 0.000288838 -0.000582536 6.02017e-05 -6.01856e-05 4.89609e-05 -5.88063e-05 7.44839e-05 0.000168533 0.000280968 9.06739e-05 0.000112574 4.7552e-05
internal_weight=0 0.100585 0.0992316 0.0978743 0.096664 0.0955705 0.0925748 0.0900492 0.0875654 0.0859568 0.084525 0.0166818 0.0103415 0.00899921 0.0678432 0.032903 0.0296098 0.0349402 0.0303874 0.00455275 0.0253912 0.0219949 0.020274 0.0186096 0.0165278 0.0155015 0.0142065 0.0118186 0.0224115 0.0212658
internal_count=3910 3752 3656 3374 3315 3301 3199 3173 2835 2647 2599 348 151 115 2251 1514 1399 737 509 228 1316 1226 797 785 699 629 619 585 431 423
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=421 14 1374 1 0 52 157 157 480 0 0 11 133 38 453 2 51 1 8 160 133 43 16 3 16 4 2 31 0 49
split_gain=0.00169212 0.00175121 0.00154881 0.00170415 0.00157842 0.00157149 0.00187611 0.00191179 0.00157243 0.00170709 0.00154265 0.00142129 0.00139708 0.00135701 0.00138675 0.00188516 0.0031138 0.00200031 0.00120265 0.00143734 0.00114425 0.00145117 0.00112129 0.00105852 0.00105772 0.00140875 0.00106901 0.00117047 0.00104814 0.00101786
threshold=-1.0000000180025095e-35 0.077685000000000018 0.09309000000000002 1.0000000180025095e-35 -0.070894999999999986 -0.51745999999999992 -0.074309999999999987 -1.0000000180025095e-35 -0.065749999999999989 -0.017269999999999997 -0.053834999999999994 0.088315000000000018 0.10681500000000001 0.11976000000000002 0.10963500000000002 0.097940000000000013 0.12190000000000002 0.13026000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.083815000000000014 -0.089949999999999988 -0.014099999999999998 0.11476000000000001 -0.11180499999999999 0.063160000000000008 0.087995000000000004 -1.0000000180025095e-35 -0.066689999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 22 -8 -9 10 11 13 -6 14 15 17 -17 18 19 -10 23 -22 -7 -2 25 -21 27 -26 -29 -23
right_child=1 -3 -4 5 12 6 7 8 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 24 21 29 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0012689656921109382 -0.0011621980391084291 -0.00089446488119221813 -0.0010705344722994809 -0.0012683522375492771 0.00010018434390440165 -0.00038097862518233241 -0.0011586419576925494 -0.0012685300743991779 -0.0012521562152610986 0.00076495318076328723 -0.0006321900368023469 -0.00067409819758288119 -0.00099292289006226199 -0.0012589381742976575 -0.0011485211632112969 0.0009415229130989597 -0.00032191186455076418 0.001091396430990776 0.0012684714242696992 0.0012002429472407804 -0.0012684576589055492 0.00056222613166673804 0.00089240195136247298 -3.702218008402154e-05 0.00032966806366344791 -4.942999138195141e-05 0.00025506716642325413 -0.0009833425956059451 0.00041574744716987963 -0.00052941070633996386
leaf_weight=0.0015687945379454496 0.0057181651223283635 0.0038816468600995071 0.0022424791969228855 0.001307426555420931 0.018973507110949587 0.0013172381127546373 0.0020116337164566281 0.0013223047242476573 0.0017305189108789412 0.0060943481264956736 0.0047674667193788938 0.00332051030261482 0.0020877758442630059 0.001019269499465735 0.0011548021817020518 0.011655724316753435 0.004293857746148432 0.0026205410815691712 0.0010156353105230656 0.00219058599017784 0.0015708407382817313 0.0033122743258910958 0.0071527791412648867 0.0017585986038284318 0.0020355313502022918 0.0042984857958003886 0.0044061827929908768 0.0056343164720740095 0.0010167944951149487 0.0023479879284495908
leaf_count=25 880 124 55 149 255 33 72 32 138 145 81 38 105 11 15 262 33 48 21 18 183 302 153 8 16 39 25 381 31 232
internal_value=0 -5.74261e-05 -2.74468e-05 -5.40784e-06 -0.00023082 0.000109176 0.000135256 5.70941e-05 9.88447e-05 0.000130424 5.48376e-05 0.000125439 -8.17386e-06 0.000187076 0.000222125 0.000260826 0.000601388 4.31056e-05 -7.99275e-05 -0.000144185 -0.000549644 -0.000189922 0.000694369 -0.000897547 -4.62698e-05 0.000372436 -0.000253789 -0.000511899 -0.000769455 0.000109394
internal_weight=0 0.112259 0.108378 0.106135 0.0357691 0.070366 0.0690585 0.0605885 0.0585769 0.0572546 0.0511602 0.0463928 0.0210613 0.0430722 0.042053 0.0408982 0.0159496 0.0249486 0.0223281 0.0213124 0.0147079 0.0072311 0.00847002 0.00747676 0.0195819 0.00648907 0.0130928 0.00868664 0.00665111 0.00566026
internal_count=3910 3885 3761 3706 1965 1741 1592 1406 1334 1302 1157 1076 360 1038 1027 1012 295 717 669 648 1605 717 186 888 510 57 453 428 412 534
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=45 14 1 0 38 3 1186 147 52 48 15 16 52 43 0 160 15 1212 40 52 133 3 13 4 2 4 13 159 43 160
split_gain=0.0014913 0.00229695 0.00137162 0.00159435 0.00136619 0.00201328 0.00131824 0.0013641 0.00152532 0.00145733 0.00127167 0.00155099 0.00175929 0.00173667 0.00159094 0.0015162 0.00130096 0.00114414 0.00113245 0.00112234 0.00127159 0.00129159 0.0013118 0.00119194 0.00184758 0.00136566 0.00105835 0.00106043 0.00100918 0.00114253
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.13584500000000002 0.16699000000000003 0.081240000000000021 1.0000000180025095e-35 0.41469000000000006 -0.09386499999999999 -0.16430499999999995 -0.30307999999999996 1.0000000180025095e-35 -0.053009999999999995 -0.087899999999999992 -1.0000000180025095e-35 -0.035939999999999993 1.0000000180025095e-35 -0.067204999999999987 0.11401500000000002 0.10681500000000001 0.10666500000000002 -0.13934999999999997 -0.060264999999999992 0.10045500000000002 -0.48072499999999996 -0.51172499999999987 0.091215000000000018 -0.075819999999999985 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 6 7 8 10 -9 -4 -12 13 28 -15 16 -14 19 -7 20 21 22 -5 25 -25 -24 -2 -28 29 -13
right_child=1 -3 4 17 -6 18 -8 9 -10 -11 11 12 15 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014574557983856383 0.00051850010936034605 -0.0012361489314424855 0.00050433355928456239 -0.0014572087800702412 -0.0014248600680617201 -0.00018544112476563793 0.0012067702836121212 -0.00036083647206362074 -0.0011528307485821688 0.0011217517299051552 -0.00088913602727098344 -0.00018453791757976884 0.0007960120093650578 -0.00025905717031256828 -0.0014397452987265906 0.0011509527705589474 -0.001457060250978276 -0.0014570762427710518 0.0014570422365232233 -0.0010688287024135808 -0.0014571538545663937 0.0012621169512926462 -0.00041356194278015652 0.00041816855036610557 -0.0014571785594694828 0.0007441196964235871 -0.001179840447403111 0.00013261946382936928 0.0010251670949910133 0.0013441567959213278
leaf_weight=0.0014046871356185866 0.0012214999369462029 0.0033722013226267214 0.0086806492990447667 0.0011065529010920684 0.0012064610364177488 0.001184979087611282 0.0020718651336153462 0.0020615968948618502 0.0025652922054462115 0.004433666848512984 0.0047852706320554638 0.0079269452364592041 0.0010876517843456668 0.011980632874809766 0.0030362503417080888 0.0044912467416544635 0.0010881873999863956 0.0011583792178715404 0.0035912204832087005 0.0018125733228204757 0.0010186862791137221 0.0022041504635126321 0.0029357268942078402 0.0024084869224108114 0.0020763072312135478 0.0082149579047712251 0.0069077615028805273 0.0016114984498614149 0.0027307446653992437 0.0011940310562152954
leaf_count=15 4 122 249 9 9 11 37 42 115 99 57 227 33 136 400 43 54 160 161 174 166 8 23 106 131 216 906 80 44 73
internal_value=0 -5.41689e-05 -1.29896e-05 -0.000255924 0.00011082 0.000140271 6.55664e-05 2.33914e-05 -5.8874e-05 0.000651178 8.32843e-07 -0.000113223 -2.50603e-06 -0.000168728 -0.000497779 0.000667374 -0.000330801 -4.62043e-05 0.00104954 2.88424e-05 0.000128498 0.000213754 7.57334e-05 0.000184223 -0.000450053 0.000439328 -0.000749735 -0.000931576 0.000248201 1.55842e-05
internal_weight=0 0.100165 0.0967933 0.0326766 0.0641167 0.0629102 0.058134 0.0560622 0.0495669 0.00649526 0.0470016 0.038321 0.0335357 0.0268686 0.0150169 0.00666709 0.00217584 0.0229358 0.0047762 0.0217774 0.0199649 0.0189462 0.016742 0.0156355 0.00448479 0.0111507 0.00974076 0.00851926 0.0118517 0.00912098
internal_count=3910 3895 3773 1983 1790 1781 1609 1572 1431 141 1316 1067 1010 880 536 130 87 993 172 833 659 493 485 476 237 239 990 986 344 300
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=1212 484 150 1 146 12 51 14 48 39 1373 0 0 52 52 3 1 14 454 13 0 4 160 47 52 43 15 132 42 133
split_gain=0.00162716 0.00168231 0.00326095 0.00173527 0.00158784 0.00163577 0.00259645 0.00151169 0.00142933 0.00158088 0.00152191 0.00205496 0.00182705 0.00210923 0.00220326 0.00199388 0.00153145 0.0016997 0.00181566 0.00136447 0.0013131 0.00113678 0.00110748 0.00113011 0.00123649 0.00148913 0.00197147 0.00109892 0.00157736 0.00112539
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 0.12811000000000003 0.11615000000000002 0.10333000000000002 -0.40274499999999996 0.077685000000000018 0.12675000000000003 -1.0000000180025095e-35 0.099250000000000019 -0.13027499999999997 -0.074904999999999985 0.11588000000000002 -0.42035499999999998 0.16699000000000003 1.0000000180025095e-35 -0.13131999999999996 -1.0000000180025095e-35 0.043015000000000005 -0.083934999999999996 -0.020179999999999997 -1.0000000180025095e-35 0.11771000000000002 -0.089799999999999977 -0.071214999999999987 -0.10192499999999999 0.080815000000000012 -0.089024999999999979 0.098810000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 9 21 11 16 15 14 -14 20 -11 -18 -19 -15 22 -3 -13 24 -24 -26 -27 28 -16 -30
right_child=1 3 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 19 27 -17 17 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0012684158629511961 -0.00092887082283460366 0.00022315822996356891 0.00098152287600952195 -0.0012685754113279663 -0.0009192445856889516 0.0011902538369665786 0.00056215174125702331 -0.0010319879694750185 -0.00077021475664405435 -0.00075197126502754195 -0.0011844665237032421 -0.0011786191554954766 -0.00097115901068820757 -0.0011429051446619877 -0.0012278321586924844 0.0012687603931242457 -0.00044821175498596064 -0.00056636823242443715 0.00073590997458928696 0.00049480712849972019 -0.0010658656815495623 -0.0012047243258383742 -0.0011818297997853654 -0.0012686669963304104 0.00055645949309724731 -0.0012685949966908206 0.00021540060385406368 0.00099933757625552625 0.00042585846477058301 -0.0005469521792477337
leaf_weight=0.00163945720299452 0.006909924746715923 0.0013407638641638187 0.0018148006798242022 0.0014907143590789946 0.0012506497332651642 0.0045971253057501835 0.0075972906060357542 0.0023029082380343615 0.0036364312828922598 0.0017131830315975085 0.0015039018863518541 0.0018542699282484412 0.0021376737487734934 0.003008970275041988 0.0010874465252896917 0.0012012324013994649 0.0027378242184568071 0.0018974281329064971 0.018645954537866771 0.0011240654052642185 0.0039862253308031786 0.0027092461606912357 0.0013461616549435016 0.0012974338667675065 0.0058812141026569611 0.0022902392088468551 0.0038792174320134657 0.0037940663759314921 0.020653041294529828 0.0021081890252094828
leaf_count=282 579 10 24 15 5 60 228 84 61 31 24 280 204 92 20 7 30 13 226 27 632 48 77 10 112 66 252 59 252 100
internal_value=0 4.04544e-06 -0.000531496 4.76835e-05 0.00044871 0.000573724 0.000261856 -1.73245e-05 8.68651e-06 4.15461e-05 7.96841e-05 0.000103259 -3.24265e-05 0.000151555 0.000269389 -0.000319483 0.000405359 0.000490523 0.000615629 -0.000697495 -0.000412391 -0.000732021 -0.000254981 -0.000138427 -2.89678e-05 9.98166e-05 -0.000335491 0.000365324 0.000264459 0.000335755
internal_weight=0 0.115798 0.00872473 0.107073 0.0149358 0.0136851 0.009088 0.0921371 0.0898342 0.0861977 0.0821477 0.0806438 0.0556494 0.0339135 0.0297804 0.021736 0.0249944 0.0232812 0.0205434 0.00413304 0.0205348 0.00405001 0.0165485 0.0146943 0.0133968 0.0120507 0.00616946 0.0276427 0.0238487 0.0227612
internal_count=3910 3628 603 3025 308 303 243 2717 2633 2572 2514 2490 2190 754 635 1436 300 269 239 119 1429 58 797 517 507 430 318 431 372 352
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=4 11 151 142 50 1 480 401 48 1456 146 1211 14 3 16 1 49 52 123 33 150 4 133 42 15 15 13 42 15 4
split_gain=0.00215146 0.00285988 0.00247652 0.00199049 0.00194017 0.00207452 0.00185368 0.00191777 0.00183266 0.00180166 0.00171359 0.0017564 0.00167372 0.0018008 0.00184649 0.00203786 0.00240328 0.00221897 0.00213031 0.00198792 0.00205441 0.00228772 0.00186733 0.00169798 0.00170749 0.00168335 0.00218093 0.00166277 0.00136589 0.00127681
threshold=0.27020000000000005 0.080455000000000013 -0.27336999999999995 -0.073359999999999995 0.11901000000000002 0.11235500000000002 0.08456000000000001 0.087020000000000014 -0.064549999999999982 -1.0000000180025095e-35 0.085665000000000019 1.0000000180025095e-35 0.077685000000000018 -0.12008499999999998 -0.30307999999999996 0.099595000000000017 1.0000000180025095e-35 0.11401500000000002 0.13456000000000004 -1.0000000180025095e-35 0.088380000000000014 0.0057500000000000008 0.10599500000000002 0.091955000000000023 -0.10192499999999999 -0.14097499999999996 -0.080179999999999987 -0.09361499999999999 0.05377500000000001 -0.14301
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 9 -5 -1 11 12 13 29 -15 16 17 19 25 -16 22 -22 23 24 -21 -17 -27 -26 -28 -11
right_child=2 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 18 -18 -19 -20 20 21 -23 -24 -25 27 26 28 -29 -30 -31
leaf_value=-0.00078473905222367169 -0.0012038943390693289 -0.00099535438659697313 -0.001137225110819034 0.0012436278071466277 -0.00064965281161858703 0.0010866121491849207 -0.0012435888210275857 -0.0010868683173092593 -2.8479953212381599e-05 0.00081450890158577438 -0.0012261571023185038 -0.0012435374640775018 -0.00091665995870317556 -0.00056129507438301349 -0.0010096669321708186 -0.00060402019419214363 -0.00089708974140385791 -0.0012437982146737952 -0.0010256183177114891 -0.0010172464933307598 -0.00124368519088922 0.00031160202063994908 -0.0012437199323197009 -0.00065311670613432443 -0.00084656745277864661 0.0012081083443827199 0.00050466909140359218 0.00057518735366579934 -0.00039294332758739377 -1.269647778519768e-05
leaf_weight=0.004293478384964188 0.0015297037184041065 0.005125017281415011 0.0011818682551165685 0.0022611669077150509 0.0019779983717853602 0.0087717273029070952 0.0019576932958544893 0.002554167447110344 0.0077608319493833733 0.0086245934662656509 0.0016305132340903574 0.0015742803863680868 0.0025332066082999196 0.0072268784647846465 0.0023479766625769108 0.0020973271084585568 0.0047503101208539169 0.0019942415184601705 0.0015830142456252352 0.0011906693318213249 0.0030838641909980416 0.0027809508392238058 0.0011740930899133408 0.0023841274888098942 0.0013384682082637758 0.005938163922934332 0.01361106624550246 0.025550529844270642 0.0032462788202565198 0.0043352278191832747
leaf_count=348 20 175 4 48 19 297 246 257 84 43 17 203 44 110 28 20 349 158 10 42 80 12 209 58 95 100 196 541 52 45
internal_value=0 -8.78133e-05 0.000325841 0.000432431 0.000521742 0.000645028 -4.46675e-05 -2.24921e-05 0.000258533 3.8281e-06 3.80285e-05 5.9199e-05 8.06089e-05 0.000107698 3.82815e-05 9.75808e-05 -5.89479e-05 3.61994e-05 0.000373058 0.000100254 0.000169744 -0.000506206 0.000295047 0.000354352 0.000439892 0.000462004 0.000560085 0.000504416 0.000331813 0.000537798
internal_weight=0 0.112926 0.0234833 0.0219536 0.0207717 0.0187937 0.107801 0.105843 0.010022 0.103289 0.0989958 0.0973653 0.095791 0.0932578 0.080298 0.0730711 0.0465952 0.0418449 0.0264759 0.0398507 0.0375027 0.00586482 0.0316379 0.0304638 0.0280797 0.0248928 0.0227955 0.026889 0.0168573 0.0129598
internal_count=3910 3438 472 452 448 429 3263 3017 132 2760 2412 2395 2192 2148 2060 1950 1572 1223 378 1065 1037 92 945 736 678 368 348 636 248 88
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 480 403 1212 457 156 124 1 1373 15 0 2 49 49 1 150 123 13 13 0 157 42 43 50 142 1 48
split_gain=0.00126586 0.001863 0.00173871 0.00147665 0.00146528 0.0013573 0.00122805 0.00123004 0.00121782 0.0012468 0.00126462 0.00172565 0.00146011 0.00134219 0.00210626 0.00152565 0.00259458 0.00145722 0.00144731 0.00138168 0.00116599 0.00107218 0.00189334 0.00133333 0.00112197 0.00120681 0.00104248 0.000906984 0.00128817 0.00115702
threshold=0.27020000000000005 -0.27336999999999995 0.079700000000000007 -1.0000000180025095e-35 0.08456000000000001 -0.092224999999999988 -1.0000000180025095e-35 0.53894500000000012 0.10691500000000002 -0.50873999999999986 1.0000000180025095e-35 0.089210000000000025 -0.091274999999999981 -0.017269999999999997 1.0000000180025095e-35 -0.006494999999999999 -0.047309999999999998 0.095575000000000007 0.077110000000000012 0.085110000000000005 -0.5337599999999999 -0.45122499999999993 -0.089879999999999974 -1.0000000180025095e-35 0.091955000000000023 -0.11652999999999998 0.11901000000000002 -0.07199499999999999 0.11235500000000002 -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=2 -2 3 -1 5 -5 -7 8 9 -8 12 13 -11 14 17 16 18 -12 -16 -19 -14 -22 -23 -24 -25 -26 27 -3 29 -29
right_child=1 26 -4 4 -6 6 7 -9 -10 10 11 -13 20 -15 15 -17 -18 19 -20 -21 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00094562375210476056 -0.001357490402815155 -0.00067250376807980502 -0.0010229795934781113 -0.0014003770508173989 -0.0014004291197838804 -0.0014004000973475777 -0.0013710578790886853 -0.0013604418588716131 -0.0012741944986411314 -0.0014004420729605504 -0.0011876337931297719 -0.0012085535260665434 -0.0014007187763361659 0.0011546500836422016 -0.00052892653322860513 0.00095164529899164892 -0.00095857134792281444 0.00029698389138849385 0.00098193047307350572 -0.00089359393016545771 0.00099817372702040393 -0.0010658681178601394 -0.0014005329363932374 0.00042052503213033929 0.00035969464445562691 -0.001400496671779054 -0.00069270934593848349 0.0014004378129492772 0.0011779443310272111 1.9401016396190506e-05
leaf_weight=0.0034119679434856378 0.0011902969324069082 0.0010600555633573103 0.0037478676964397542 0.0012840457761682514 0.0014410196795644472 0.0011218361595481943 0.0010705204210807997 0.0011478252818051251 0.0012381059931936269 0.0015709604213625097 0.0021873237222447281 0.0014152458430274342 0.0011189466458745292 0.0038090629919125254 0.0016161590243726209 0.01013313482857825 0.0028141271863830752 0.0094563615020604175 0.0053887650778889906 0.002395580489974237 0.0021748841536464161 0.0029855403509084664 0.0010318184850488512 0.01303664570901476 0.0015243311643473589 0.0015308341805493333 0.0014005752104822031 0.0014833153312565628 0.0056629849687723777 0.0060066251193120479
leaf_count=359 20 10 187 397 235 258 17 14 97 175 233 27 4 114 26 132 20 152 100 21 8 137 153 467 10 95 19 48 294 81
internal_value=0 0.00033121 -9.21999e-05 -4.56284e-05 -2.67665e-06 2.60761e-05 5.2711e-05 7.68092e-05 0.000101618 0.000127719 0.000152715 0.000309566 -9.35832e-05 0.000366404 0.000278074 0.000570472 0.000177107 -0.000137474 0.000633349 5.63377e-05 -5.85839e-06 6.41816e-05 -3.68333e-05 0.000142581 0.000241527 -0.000522274 0.000459948 0.000573533 0.000673957 0.000292903
internal_weight=0 0.0168039 0.0786529 0.074905 0.0714931 0.0700521 0.068768 0.0676462 0.0664983 0.0652602 0.0641897 0.0392158 0.024974 0.0378005 0.0339915 0.0199522 0.00981905 0.0140393 0.00700492 0.0118519 0.023403 0.0222841 0.0201092 0.0171236 0.0160918 0.00305517 0.0156136 0.014213 0.0131529 0.00748994
internal_count=3910 472 3438 3251 2892 2657 2260 2002 1988 1891 1874 825 1049 798 684 278 146 406 126 173 874 870 862 725 572 105 452 433 423 129
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=31
num_cat=0
split_feature=1456 52 151 151 1213 160 1 13 11 43 16 16 1 15 48 52 16 474 52 0 15 3 49 13 15 1 49 13 13 52
split_gain=0.000392242 0.000398189 0.000380634 0.000502019 0.000457923 0.000444881 0.000421045 0.000573011 0.000548654 0.000597922 0.000617417 0.000571775 0.00054495 0.000528727 0.0012713 0.000409276 0.000381247 0.000375091 0.000606332 0.000358899 0.000527109 0.000472511 0.000340409 0.000611339 0.000619741 0.00060582 0.000585674 0.0004692 0.000332249 0.000308089
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.40391999999999995 -0.15010999999999997 -1.0000000180025095e-35 -0.217635 0.11477000000000001 -0.052124999999999998 0.088315000000000018 -0.07526999999999999 0.22945500000000005 -0.014099999999999998 0.10113500000000002 -1.0000000180025095e-35 0.086870000000000017 -0.081429999999999989 -0.082504999999999981 0.085165000000000018 -0.0058499999999999993 -0.11756999999999999 -0.069904999999999981 -0.12008499999999998 -0.069934999999999983 0.0099250000000000015 -0.095799999999999982 0.095575000000000007 -0.045004999999999996 -0.11267999999999999 -0.40944499999999995 -0.030179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 9 12 11 15 13 14 16 -11 -7 18 -13 -9 21 -21 -17 24 25 -24 -26 -28 -8 -15
right_child=1 2 3 4 5 6 7 19 -10 10 -12 17 -14 29 -16 22 -18 -19 -20 20 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0016591444332816666 -0.002066762658420639 -0.0019337921702588929 0.002405731962428269 -0.0018579567337957466 -0.0015471048363708798 -0.00058540934790569249 0.00044291771352243789 -0.0016344468448838475 -0.0020360838123053334 0.0013508387274475235 -0.0023461910779211123 -0.0011846920594389778 0.0026343249374249991 0.0027721267267270598 0.0019597609930475024 -0.0018676559603666169 -0.0034964871888797005 0.0028886278022893586 0.0015969057109239079 0.00017471211603471123 -0.00056688713690831603 0.0035110690243333707 -0.0033151213250617877 -0.0028997562859801348 0.0030444629351396115 -7.2078431283499619e-05 0.0015998153347569189 -0.00093932189231804271 0.0028765942007699065 0.00071163893637310655
leaf_weight=0.0017424233259414326 0.0010829692734679588 0.0011191017400626882 0.00118456042049253 0.0014556639215264058 0.0018265359800080363 0.0010138836384061553 0.0010208442046213406 0.0010457047610419323 0.0015022944765519233 0.001417789234808617 0.00155232421564122 0.0016123969460783982 0.00173944791801084 0.0012483582002680293 0.0015454580753210267 0.0022889083055588353 0.0012384956813966674 0.0010095710908952782 0.0024416107717515406 0.00100781807739736 0.002129812548702148 0.0011003555457840264 0.00111705359816483 0.0010279733750974138 0.0010911499674648457 0.0019773427439986335 0.0015383623895370863 0.0021795630944137986 0.0021788817839327734 0.003215531096537382
leaf_count=369 306 71 71 546 328 72 74 30 46 45 75 105 102 44 103 42 199 48 88 22 50 68 87 52 31 31 30 462 157 156
internal_value=0 4.24663e-05 9.34231e-05 0.000145328 8.23606e-05 0.000151136 0.000230184 0.000924498 3.86812e-05 0.000145223 -0.000217484 -3.08105e-05 0.000843499 0.000466454 -0.000499019 -0.000431274 -0.0021861 0.000968703 0.000490583 0.000212539 0.000668275 0.00191611 -0.000656459 -0.00034606 -1.39106e-05 -0.00124279 0.000776813 0.000111294 0.00210015 0.00128787
internal_weight=0 0.0459098 0.0448268 0.0437077 0.0425231 0.0410675 0.0392409 0.00848342 0.0307575 0.0292552 0.019254 0.0177017 0.0100012 0.00826173 0.00379784 0.0126381 0.00225238 0.00506358 0.00405401 0.00528369 0.00423799 0.00210817 0.0112204 0.00893145 0.00790347 0.0030944 0.00480908 0.00371793 0.00319973 0.00446389
internal_count=3910 3541 3235 3164 3093 2547 2219 401 1818 1772 1096 1021 676 574 374 780 271 241 193 170 140 90 735 693 641 118 523 492 231 200
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=31
num_cat=0
split_feature=31 4 11 3 160 38 124 13 1 156 484 133 43 42 43 49 16 14 12 52 42 0 0 12 13 15 1374 1375 49 13
split_gain=0.000374165 0.000403732 0.000644599 0.000491971 0.000456735 0.000421621 0.000751368 0.000489302 0.000669263 0.000516491 0.000601417 0.000485459 0.000452321 0.000930933 0.000521882 0.000396228 0.000550889 0.000578366 0.000457874 0.000391253 0.00046178 0.000839545 0.00131161 0.00049625 0.000336134 0.00029131 0.000423222 0.000220469 0.000412847 0.000209666
threshold=-1.0000000180025095e-35 0.27020000000000005 0.080455000000000013 -0.15464999999999998 -0.217635 0.091770000000000004 -0.073304999999999995 -0.083514999999999992 0.10080500000000002 0.091280000000000014 0.085625000000000021 1.0000000180025095e-35 -0.083899999999999988 0.08221500000000001 0.052855000000000006 -0.029304999999999998 -0.52488999999999997 -0.46879999999999994 0.089505000000000015 0.14114500000000005 0.091145000000000018 -0.017269999999999997 -0.10575999999999998 0.097510000000000013 0.10153000000000002 0.035895000000000003 -0.094679999999999986 -1.0000000180025095e-35 -0.0019649999999999997 -0.37340499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 -5 6 -6 8 12 10 11 19 -8 14 -14 -3 18 -18 -17 20 21 22 25 -22 -2 26 -9 -28 -29 -10
right_child=1 15 -4 4 5 -7 7 9 29 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0016294851750932023 0.00226059030942455 0.0019688122068121684 -0.0023811310629171713 -0.0020052525509318504 0.0016047801229440127 -0.0021868893607918955 0.0014576214692844762 -0.0014766894491083824 0.0009045299608727021 -0.0028731691329786542 0.0019225852886215493 -0.0026747353571027165 -0.0015222963022113341 -0.0033172831730299557 0.0010691385131525002 0.00029034668284600736 -0.0010068771644830359 0.0017159114342286067 -0.0027921764778800094 0.0013836982657841619 0.0021680607728099127 0.0018520312727149362 -0.0028799851149792942 -0.00056979175924713819 6.1684495455926572e-05 -0.0019609580951642138 0.0019036804534878821 -0.0014000682240024023 0.0011627218559105707 0.0029852393406349679
leaf_weight=0.0014705515999491317 0.001502973439755805 0.0018079333747813564 0.0014567692426568071 0.001553087377002881 0.0026327842297035877 0.0010904105762916663 0.0015000951016748143 0.0015684483564655238 0.0010022540301566352 0.001001041048319439 0.0011252043272732539 0.0011377491228351513 0.0013183134034306931 0.0010953510048893333 0.0024338741566936051 0.0011227031887557359 0.0012177837294302662 0.0029093167772629158 0.0010047978275906644 0.0012071344336588305 0.0012462884595900734 0.0010959003150645746 0.0033867169137025699 0.001753377615740348 0.0015578610313387031 0.0010144825875588737 0.0010043520898079805 0.0011848577171917896 0.0016617460874854776 0.0011379563015552208
leaf_count=113 44 78 175 343 109 44 184 19 65 165 93 615 33 453 29 46 47 234 13 61 63 36 612 66 24 30 11 32 39 34
internal_value=0 -7.10515e-05 -0.000218825 -0.000129368 -0.000250348 -0.000161274 -8.64209e-05 -0.000252097 0.000406688 -0.000556202 -0.000422799 -0.000585091 -0.000134181 -0.000626773 0.00015865 0.000601033 0.000205668 0.000912498 -0.0011655 -0.000427883 -0.000585026 -0.00090178 -0.00120908 0.00056772 0.00114142 -0.000329542 -2.415e-05 0.000567452 9.59975e-05 0.00201085
internal_weight=0 0.0447316 0.036669 0.0352123 0.0321514 0.0305983 0.0295079 0.0268751 0.00848784 0.0183873 0.0173863 0.0162611 0.00634763 0.00484754 0.00375219 0.00806253 0.0062546 0.0041271 0.0021275 0.0151233 0.0139162 0.0109165 0.0098206 0.00299967 0.00306083 0.00643389 0.0054194 0.00385096 0.0028466 0.00214021
internal_count=3910 3797 3379 3204 3136 2793 2749 2640 798 1842 1677 1584 699 515 62 418 340 281 59 969 908 779 743 129 68 131 101 82 71 99
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=31
num_cat=0
split_feature=14 1 157 0 147 160 0 11 131 0 2 0 16 3 4 151 9 133 15 13 42 484 2 42 13 160 2 12 16 2
split_gain=0.000339073 0.000394256 0.000556738 0.000629124 0.000551381 0.000559276 0.000501796 0.000512155 0.000562272 0.000495257 0.000438609 0.00117538 0.000847531 0.00061616 0.000665747 0.000576628 0.000477078 0.00042725 0.000420274 0.000370042 0.000354223 0.000348835 0.000321879 0.000319475 0.000294634 0.000273497 0.000250576 0.000626502 0.000687074 0.000197802
threshold=0.077685000000000018 1.0000000180025095e-35 -0.074309999999999987 -0.017269999999999997 0.089245000000000005 -1.0000000180025095e-35 -0.053834999999999994 0.088315000000000018 0.097135000000000013 -0.084074999999999997 1.0000000180025095e-35 -0.16443499999999997 -0.15168999999999996 0.11265500000000002 0.0057500000000000008 -0.0088999999999999982 -1.0000000180025095e-35 0.084285000000000013 -0.07142999999999998 -0.023539999999999995 0.091955000000000023 0.085090000000000013 0.092745000000000008 -0.084869999999999987 0.11596500000000001 -0.087874999999999995 0.10362500000000001 0.092150000000000024 -0.049719999999999993 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 21 4 5 25 7 8 10 17 12 13 19 14 -12 -16 -14 -1 -13 -7 23 -3 -19 -11 26 29 27 28 -25 -4
right_child=-2 2 3 -5 -6 6 -8 -9 -10 20 11 18 16 -15 15 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027029826887754798 -0.0014729992572928971 0.00067593348308915102 -0.0017679371685048301 0.0015835344116430236 0.0019311468481415346 0.0023093609449190422 -0.0019114481308624327 -0.0019964684634635986 0.0027722388748326727 -0.001502416109683162 -0.001267338841897278 0.0033077286565530123 -0.00012773922971592432 -0.001756853631938097 7.7052511549912531e-05 0.0033451288276382871 -0.0030309052809594575 -0.001683379173409468 0.00079752168755288446 -0.00046152753703228544 -0.0014485866114317012 0.0029007364199187765 0.00091464711596641636 0.0017336021331685334 0.0018557200707511145 -0.0027034089533538763 -0.0010693617477357312 0.002252045732443286 -0.0016291402924694604 0.00032791385937459133
leaf_weight=0.0017255166275729197 0.0017594811109709054 0.0020247106017041707 0.0010368622270107153 0.0028943070603375523 0.0014436136675257663 0.001095360357802555 0.0014313230234881428 0.0011526968430928255 0.0010176343912799988 0.0010432991298497968 0.0015001309825493081 0.0018625274863932617 0.001057977641664821 0.0020856364367602964 0.0013380375723954785 0.001148738639228597 0.0016723304238925873 0.0011515292462500049 0.001294135817033748 0.0011118228484114888 0.0016793468969460426 0.00134132526659414 0.0010381177544508402 0.0011119814694593453 0.0014670934023346405 0.0013088265688740988 0.0014346304718474423 0.0016082965286510209 0.0018576358262545343 0.0010253111213192057
leaf_count=556 126 179 127 251 91 46 82 33 84 263 30 121 17 42 20 24 389 342 26 14 294 62 92 86 38 104 109 62 141 59
internal_value=0 4.24496e-05 0.000269216 9.835e-05 -9.19962e-05 -0.000230157 9.55693e-06 0.00017786 0.000342921 -0.000420857 0.000168417 0.000603874 -0.000645545 -0.000266701 0.00051283 0.0015867 -0.00190595 -0.00144387 0.00227862 0.000913583 -2.82713e-05 0.00156249 -0.000451648 0.000251586 0.000496243 -0.00149368 0.000164523 0.000551199 -0.000369952 -0.000725882
internal_weight=0 0.0429608 0.0288433 0.0254773 0.022583 0.0211394 0.0177684 0.016337 0.0151843 0.0141174 0.0141667 0.00922921 0.00493749 0.00607254 0.00398691 0.00248678 0.00273031 0.00391516 0.00315666 0.00220718 0.0102023 0.00336604 0.00218965 0.00852294 0.00747964 0.003371 0.00601254 0.00457791 0.00296962 0.00206217
internal_count=3910 3784 1801 1560 1309 1218 928 846 813 1983 729 263 466 116 74 44 406 990 147 60 993 241 434 699 436 290 398 289 227 186
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=31 106 45 14 156 158 401 1373 150 1455 447 15 475 0 0 2 51 133 1 52 52 374 128 43 15 43 16 47 2 2
split_gain=0.00148566 0.00192189 0.0015197 0.00199406 0.00140763 0.00131307 0.00126777 0.00123155 0.00135622 0.00170883 0.00153337 0.00226071 0.00152857 0.00197922 0.00211889 0.00133503 0.00120061 0.00124806 0.00126552 0.00176167 0.00193358 0.00115281 0.00114797 0.00144522 0.00182704 0.00233361 0.0015287 0.0011441 0.00150664 0.00174681
threshold=-1.0000000180025095e-35 0.088230000000000017 -0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.11015500000000002 0.10022000000000002 0.099250000000000019 0.082085000000000019 1.0000000180025095e-35 0.088810000000000014 -0.073314999999999991 -0.067819999999999978 -0.075584999999999986 -0.10575999999999998 0.092340000000000019 0.11583000000000002 -1.0000000180025095e-35 0.12293500000000002 0.086040000000000019 0.048490000000000012 0.082175000000000012 0.082695000000000005 -0.074254999999999988 -0.03231499999999999 0.056750000000000009 -0.035699999999999989 0.11861000000000001 0.084235000000000018 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 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 8 9 12 11 -10 -6 14 16 -13 17 -14 19 20 27 22 23 -15 -25 -26 -27 28 -19 -30
right_child=2 -3 3 -5 5 -7 -8 -9 10 -11 -12 15 13 21 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0014577543209074745 0.0014574223364458179 -0.00085614017634657799 -0.0014570141733787059 -0.0012346209143827545 0.00071473980613097582 -0.0012941501547048828 -0.0014020432495484261 -0.0012634279586707562 0.00058960333682733378 -0.0014570569823446314 0.0014240919695971371 -0.0011559378623613779 -0.00089693620157364035 0.0006863170460585375 -0.00081209108149900224 0.00015074763893256068 -0.0011485281578208783 0.0012376529166377393 0.00096225517319867661 -0.0010258450671337066 0.0014078188616280705 -0.0011083542583141036 -0.0010424071229237931 0.00091692537119202608 -0.0010852802478531504 -0.00034561581943466418 0.00095694043340879018 -0.0011284303991937826 -0.0014570901655282247 0.00021020898473004548
leaf_weight=0.0029135001274696029 0.001387340977544226 0.00103168548369581 0.001472964225043504 0.0030688802589740041 0.0055765430867458212 0.0016950115705398608 0.0013525417131345909 0.0015665811536393895 0.012292307862047379 0.0017958064445000579 0.002542620512059556 0.0031354070140068311 0.0027495778844368593 0.012508626272930812 0.011903319915188781 0.0035258976789300789 0.0020081343802758047 0.0021362116731324871 0.0033865744067753658 0.0030038915626562348 0.0023555357562372601 0.0013823618017312347 0.0013855444112387252 0.0037318441568423557 0.0044748597412080995 0.0042793497939861425 0.0034576274168216514 0.0017398920787172764 0.001686312650065247 0.0063792177404593531
leaf_count=83 15 30 193 120 212 151 186 29 182 201 70 118 77 158 1258 53 19 9 50 45 11 17 70 117 223 72 18 19 28 76
internal_value=0 0.00085266 -5.7559e-05 -7.72769e-05 -4.29686e-05 -2.25589e-05 -1.08189e-06 1.80573e-05 3.86608e-05 -5.27867e-05 0.000361724 0.000219207 -1.87752e-05 -7.84302e-05 -0.000304733 -0.000464296 -6.73917e-05 2.52416e-05 0.000147808 -1.16154e-05 0.000201478 0.000192296 0.000252554 0.000315615 2.47796e-05 -0.000247853 0.000236492 -3.64774e-05 0.000149754 -0.000138384
internal_weight=0 0.00394519 0.107981 0.106593 0.103525 0.102052 0.100357 0.099004 0.0974375 0.0759412 0.0214962 0.0189536 0.0741454 0.0685689 0.0373487 0.0066613 0.0254453 0.0234372 0.0206876 0.0173011 0.0142972 0.0312202 0.0298379 0.0284523 0.0159437 0.0122118 0.00773698 0.0119416 0.0102017 0.00806553
internal_count=3910 113 3797 3782 3662 3469 3318 3132 3103 2680 423 353 2479 2267 1592 171 334 315 238 188 143 675 658 588 430 313 90 132 113 104
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=31
num_cat=0
split_feature=1456 1365 457 457 1 403 2 45 14 474 14 15 0 1375 51 11 12 0 43 43 43 13 42 13 16 51 4 47 15 16
split_gain=0.000339211 0.000359637 0.000332145 0.000544373 0.000383538 0.000442327 0.000374404 0.000550759 0.000460413 0.000542641 0.000589926 0.000711729 0.000502896 0.000663645 0.000424129 0.000399177 0.000385068 0.000366156 0.000473076 0.000390997 0.000375468 0.000594591 0.000337107 0.000317736 0.000315235 0.000343465 0.000291575 0.000270412 0.000534766 0.000213598
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.14941999999999997 -0.0034949999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.14073000000000005 0.08179500000000002 0.077685000000000018 0.080165000000000014 -0.46510999999999997 -0.20388499999999996 -0.13027499999999997 -0.43271999999999994 0.077145000000000005 1.0000000180025095e-35 -0.036459999999999992 -0.089879999999999974 -0.083899999999999988 -0.089949999999999988 -0.16369999999999998 0.17936000000000002 1.0000000180025095e-35 -0.10241499999999999 -0.27337499999999998 0.092340000000000019 0.05309500000000001 0.09252500000000001 -0.055679999999999993 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -12 13 -13 16 24 -14 23 19 20 21 -19 29 -7 -15 -26 -18 -28 -29 -20
right_child=1 -3 3 4 6 17 -8 -9 -10 -11 11 12 14 15 -16 -17 26 18 22 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0015660689163754197 0.0020140203108259783 -0.002001787753870166 -0.0021903797574757155 -0.0025953564630614928 -0.0022911805715006405 -0.00011631154681901528 0.0020808843762532229 -0.0022638964839040588 -0.0015285942670459943 0.0022127583849569725 0.0028504797341511825 -0.0013122533607975461 -0.0019551005714468061 0.00045382246488707512 0.0014214536263746607 -0.00029726889164773709 -0.0012102986981997639 0.0032053426895991004 0.00059831021536781192 0.0028733351446676905 -0.0013654580861080226 -0.00051676672017748882 -0.0022293576661386433 -0.0025287978005792116 0.0034513199238612111 0.00097457555138593234 0.0013654226513748842 -0.0016058651488597224 0.0014535886854738929 -0.00099907349518034514
leaf_weight=0.0016836389409534127 0.0010898538725214726 0.0010376712207307284 0.0013067228244159059 0.0010176908713770425 0.0010130373485992541 0.0013511753040926777 0.0014949191689224142 0.0010216579607060785 0.0014708672059651198 0.00208756218503403 0.0014331692631053194 0.0012223699932860654 0.0018297472021622215 0.0011208886682112507 0.0016616611809450186 0.0011312705434534109 0.0021814119825163325 0.0010071437790202253 0.0024160730807609703 0.0010621703427968771 0.0010098975432972779 0.0011269460678975385 0.0011601451131686424 0.0013548980047217727 0.0020909540186622054 0.0010384289138585245 0.0019210633502666496 0.0017052025043327035 0.0012105965438422572 0.0018178137136413142
leaf_count=369 51 69 169 633 25 38 166 42 91 167 145 15 72 53 112 34 524 17 154 56 87 53 304 229 58 28 41 52 15 41
internal_value=0 4.5091e-05 9.64505e-05 4.45482e-05 0.00011951 -0.000364964 0.000371321 0.000265452 0.000377231 0.000506726 0.000324646 0.000467524 0.000267964 0.00102923 -0.000210385 0.00156107 -0.000516845 -0.000180517 0.000141864 0.0010268 0.00040296 0.00123981 -0.000548189 -0.00132421 0.0020557 0.00262946 -0.000141874 0.000339982 -0.000335625 -8.75244e-05
internal_weight=0 0.042393 0.0413553 0.0402655 0.0389588 0.013324 0.0256348 0.0241399 0.0231182 0.0216474 0.0195598 0.0185468 0.0171136 0.00660391 0.0105097 0.00538154 0.00884802 0.0123063 0.00960019 0.00420616 0.00314399 0.00213409 0.00539403 0.00270607 0.00425027 0.00312938 0.00701827 0.00483686 0.0029158 0.00423389
internal_count=3910 3541 3472 3421 3252 1612 1640 1474 1432 1341 1174 1149 1004 188 816 173 704 979 712 213 157 70 499 267 139 86 632 108 67 195
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=31
num_cat=0
split_feature=31 4 11 4 151 14 3 158 160 13 159 49 43 39 4 133 15 47 0 1 0 0 13 2 12 151 1374 42 15 1
split_gain=0.00032956 0.000341779 0.00057338 0.000462243 0.000499191 0.00047753 0.00042462 0.000502294 0.000450008 0.000373463 0.00048222 0.000498993 0.000397866 0.000387596 0.000699174 0.000503226 0.00035322 0.000531733 0.000653708 0.000790026 0.000598801 0.000426713 0.000308789 0.000294013 0.000538109 0.00027824 0.000270208 0.000238696 0.000195293 5.58378e-05
threshold=-1.0000000180025095e-35 0.28937500000000005 0.079700000000000007 0.40812500000000007 -0.071694999999999995 -0.46879999999999994 -0.15464999999999998 0.085745000000000002 -0.217635 -0.083514999999999992 0.08764000000000001 0.073145000000000016 -0.051469999999999995 0.005105000000000001 0.08734500000000002 1.0000000180025095e-35 -0.11739999999999999 0.10843500000000002 -0.11287999999999999 0.088495000000000018 -0.15517999999999996 -0.23029999999999998 0.10153000000000002 0.092745000000000008 0.095295000000000019 0.015440000000000001 -0.080239999999999992 0.091230000000000019 -0.088379999999999986 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 22 8 -8 10 11 12 28 15 -15 16 -11 18 20 27 21 26 -2 -14 -25 29 -18 -20 -10 -7
right_child=1 3 -4 4 5 25 7 -9 9 13 -12 -13 23 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0023213588297780999 0.0034155332788435408 0.0038133591759975422 -0.0032681707787456716 -0.0023856860348146999 -0.0017235694807517237 0.0023463678715456879 -0.0028475568135409544 -0.0027496010345313218 0.0041592760380655394 -0.0032191672074600706 0.0038648720861660965 -0.0024790483307665788 -0.0015784353231351972 0.0030046889634245651 -0.0020021472179875604 -0.0036475806865138138 -0.00080109576360261412 0.0023139155993341159 -0.0013744033475244148 -0.0042258233163038278 0.0033053591756995833 -0.0025645870037831449 0.00014772031314256836 0.0028785631747649029 -0.0012897390891571912 5.050024565854618e-05 0.0021039586558569126 0.001635697339731548 0.0012358925096958939 0.0039602595369361811
leaf_weight=0.0014123809856467764 0.0013146036396562933 0.001121715977888015 0.0015068986280444277 0.0012569612807311614 0.0010478907300353058 0.0010297299452588504 0.0014414883924650504 0.0019495524159257585 0.0010444859724119127 0.001052638091700306 0.0010872086106188403 0.0012625799364428536 0.0016769213167787669 0.0018782441561278054 0.0010601376521250927 0.0013354100123453847 0.0015746020767437585 0.0017031901325124119 0.001672897765013736 0.0021468412000209547 0.0013684899212904576 0.0015024778804679784 0.00150911461892278 0.0016633828277150542 0.0013741183299380566 0.0010494764395723166 0.0015375380801003757 0.0010367493773122405 0.0011852764967044136 0.0010540227886250975
leaf_count=113 34 44 187 63 45 40 295 304 57 78 88 149 279 106 28 639 16 57 492 232 35 39 24 50 26 28 29 52 129 152
internal_value=0 -9.99043e-05 -0.00029401 0.000932347 0.000338079 0.00115692 -0.000159737 -0.00032875 -0.000163757 -2.13337e-05 0.000780085 0.000371422 0.000889689 -0.00043816 0.00119827 -0.00076021 -0.000476598 -0.000246431 -0.00064873 -0.0019923 0.000441848 -0.000407342 0.00166908 7.82676e-05 0.000992888 0.00212028 0.000634133 -0.000222696 0.00260529 0.00316272
internal_weight=0 0.0414446 0.0348848 0.0065598 0.00543808 0.00418112 0.0333779 0.0305542 0.0286047 0.0271632 0.00929397 0.00820676 0.00694418 0.0178692 0.00293838 0.0149308 0.0135954 0.0125428 0.0108396 0.00485649 0.00598311 0.00461462 0.00282372 0.00471442 0.0030375 0.00313323 0.00311214 0.00270965 0.00222976 0.00208375
internal_count=3910 3797 3425 372 328 265 3238 3180 2876 2581 778 690 541 1803 134 1669 1030 952 895 776 119 84 58 355 76 220 45 544 186 192
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=45 14 30 156 158 1 1429 1338 1373 457 130 2 52 42 43 42 12 0 30 150 158 160 1374 4 403 11 156 123 480 49
split_gain=0.00154203 0.00217293 0.00155195 0.00135955 0.00129314 0.00129577 0.00157435 0.00133961 0.00133705 0.00131128 0.00127591 0.00129656 0.00166556 0.00157123 0.00192498 0.0013985 0.00148248 0.00155067 0.0012398 0.00197079 0.00128866 0.00123605 0.00144841 0.00108976 0.00139597 0.00123104 0.00116572 0.0010407 0.00110811 0.00101964
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -1.0000000180025095e-35 0.11136500000000001 1.0000000180025095e-35 0.079110000000000014 1.0000000180025095e-35 0.09586500000000002 0.53894500000000012 -1.0000000180025095e-35 0.091985000000000011 0.11401500000000002 0.091955000000000023 -0.24333999999999997 -0.089024999999999979 0.10058500000000002 0.16242500000000001 0.085185000000000025 0.082085000000000019 -0.4087349999999999 -1.0000000180025095e-35 -0.094679999999999986 0.51224500000000017 -1.0000000180025095e-35 0.088315000000000018 0.08759500000000002 0.13256000000000004 0.086640000000000009 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 18 -5 -12 13 15 -15 -13 -17 -18 19 20 -7 -21 -23 24 -22 26 27 28 29 -26
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 16 17 -19 -20 21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011722234348863292 -0.0011718003446295889 -0.0009469294711856389 0.0011718106187922602 -0.001171862896344778 -0.0010609593962384268 -0.001171910857654118 0.00079660117164434942 -0.0011720407322354479 -0.0010268161282909096 -0.0010499300187630678 -0.00045640468835690803 -0.00070405130679056021 -0.00091869083997454446 0.00042853546949345178 -0.0011719114939379581 0.00065689502908190529 -0.0011719723166710389 0.00070874604041257097 -0.00091577516471976937 -0.00038947314920476333 -0.0010503167020188141 -0.00015447159849317087 0.00087993265312194188 0.0011718725874311996 -0.00017665946211006236 -0.00070661825250665892 -0.00060004454561319014 -0.00093849995242034309 -0.00075856037147342193 0.00041657081707367522
leaf_weight=0.0014895749059178334 0.0013760952136663276 0.0034197787337930654 0.001535538237035893 0.0016553909528100865 0.0015488416453859335 0.0011631360300725637 0.0043621547182510758 0.0011743413185172349 0.0014288837905667142 0.00128231013786717 0.010329152627370108 0.0015641459376904985 0.0021822778020244007 0.0018372854246990755 0.0023534989444353718 0.010664978680773984 0.0013839185144615138 0.0010651650809450075 0.0014610539759587473 0.0016661464526919198 0.0015332920657620255 0.0022863507004160519 0.0099315040752756545 0.0012151963376894051 0.0048307976905164187 0.0024624955578502741 0.0025975225919836467 0.0010305728267780969 0.0013955857894814008 0.022529499793490615
leaf_count=15 193 122 97 237 140 60 94 13 25 15 919 76 217 5 149 148 62 3 8 49 189 13 198 109 78 61 112 11 44 448
internal_value=0 -2.85203e-05 2.9353e-06 -1.53215e-05 1.09588e-06 1.8341e-05 0.000117748 6.66819e-05 9.2286e-05 0.000121158 -0.000169277 -0.000116388 5.04464e-05 0.000162531 -0.000470258 0.000343199 0.000468107 -0.000354003 0.000148914 0.000178464 4.27716e-05 0.000557257 0.000686363 8.03522e-05 4.3892e-05 9.20387e-05 0.000152769 0.000218418 0.00025988 0.000311829
internal_weight=0 0.103267 0.0998471 0.0983116 0.0969355 0.0953867 0.0623508 0.0579887 0.0568143 0.0553855 0.0330358 0.0313804 0.0210513 0.018869 0.00419078 0.0146782 0.0131141 0.00244908 0.0541032 0.0526421 0.0387581 0.013884 0.0122179 0.037595 0.0363798 0.0348465 0.032384 0.0297865 0.0287559 0.0273603
internal_count=3910 3895 3773 3676 3483 3343 1527 1433 1420 1395 1816 1579 660 443 154 289 213 65 1380 1372 1112 260 211 1052 943 754 693 581 570 526
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=45 14 1212 484 150 1 43 147 52 13 49 2 13 10 51 52 403 15 15 16 123 151 42 52 52 160 10 1 151 4
split_gain=0.00187308 0.00269095 0.00150281 0.00147898 0.00238065 0.00151748 0.00125393 0.0012179 0.00131246 0.00176648 0.00160212 0.00162734 0.00167139 0.00154419 0.00163004 0.00144422 0.00144623 0.00141101 0.00140046 0.00125899 0.00140742 0.0012278 0.00132151 0.00122273 0.00152465 0.00111326 0.00112755 0.00141111 0.00131639 0.00235117
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 0.12811000000000003 0.24789500000000006 -1.0000000180025095e-35 0.11588000000000002 -0.084674999999999986 0.27772500000000006 0.091985000000000011 -0.089899999999999994 0.069960000000000008 -0.09021499999999999 -0.089799999999999977 -0.081784999999999983 -0.11739999999999999 -0.106555 -0.54165499999999989 1.0000000180025095e-35 -0.090394999999999989 -1.0000000180025095e-35 0.10701500000000001 0.091715000000000005 0.11161500000000001 0.0033400000000000005 0.095155000000000017 -0.035524999999999994 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -10 11 13 -13 14 -9 -16 -17 -18 -19 -14 23 -20 -23 24 -21 26 27 28 -24 -30
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 -12 12 19 -15 15 16 17 18 21 20 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012688333114046334 -0.001268422198664374 -0.001084400903242853 -0.0008832490805660482 -0.0012686089463318387 0.00080406089365794267 0.00051717159949149375 -0.00089699156120810199 0.00068101326328215146 -0.0011051846073110454 5.1727542378379495e-05 -0.0012357413958001859 0.00081424022552507587 0.0012442565537060237 0.0012611740625875529 -0.0010183503664370807 -0.0012684802516118559 -0.00084152158104931448 0.0012275894620178674 -0.0012686288781841313 -1.4662333253113525e-05 0.00086542007320200315 -0.0010970363278510449 0.0010581324018186582 0.001167056705554053 -0.0012687819064821761 -0.00095363850711366164 -0.0010091090606838258 0.0011963694506786683 0.00045097879075654547 -0.0009389618442935012
leaf_weight=0.0017376371106365687 0.001521442204688749 0.0039582339573112071 0.0062652937791525254 0.0011633209621564325 0.0017128408611029045 0.0098981926861512193 0.0024816534357063871 0.0035634015252474774 0.0035925388464930208 0.0051903188633657393 0.0014128695211184086 0.0085141617213082554 0.0016004420824273771 0.0013451435975753148 0.0032958904245470313 0.0016562556422372579 0.0030668968079927651 0.0015822020367295365 0.0011781009030968894 0.015794295106260847 0.0031361058414134382 0.0014290959964400321 0.0021365343933439371 0.0012353478161131184 0.0017301706013324028 0.001284683261978615 0.0010156156541825121 0.0026972166074443757 0.005364823507090213 0.0030825395342768559
leaf_count=15 273 122 556 30 21 300 173 107 100 309 28 119 39 30 133 396 35 6 66 445 70 169 25 20 33 17 17 48 95 113
internal_value=0 -5.91609e-05 -1.77291e-05 2.00482e-06 -0.000520997 4.91804e-05 -9.79204e-06 1.91521e-05 3.91519e-05 -0.000421496 0.000100339 0.000129511 0.000332794 -6.9495e-05 -0.000126584 -0.00023014 -0.000124079 -4.10838e-05 8.3082e-05 0.000158337 7.89636e-05 -1.64771e-05 7.02435e-05 -5.25096e-05 -0.00013848 0.000177304 0.000278929 0.000377426 0.000168725 -5.62265e-05
internal_weight=0 0.101906 0.0979474 0.096426 0.00797813 0.0884478 0.0785496 0.076068 0.0749047 0.00878286 0.0661218 0.0647089 0.0320105 0.0326984 0.0313533 0.0277899 0.024494 0.0228377 0.0197708 0.0234964 0.0218959 0.0181886 0.0170105 0.0187598 0.0175245 0.0155814 0.0142967 0.0132811 0.0105839 0.00844736
internal_count=3910 3895 3773 3500 577 2923 2623 2450 2420 409 2011 1983 726 1257 1227 1120 987 591 556 607 568 550 484 498 478 315 298 281 233 208
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=31
num_cat=0
split_feature=51 124 43 123 484 52 1 14 48 1 42 1429 132 0 160 457 0 14 1375 12 13 15 0 42 0 42 47 42 16 52
split_gain=0.000326653 0.000454977 0.000414016 0.000492996 0.000462887 0.000777329 0.000682469 0.00066153 0.000587666 0.000573198 0.000786688 0.000561224 0.00053039 0.000508388 0.000526884 0.000494711 0.00055523 0.00109439 0.000480413 0.000391092 0.000370971 0.000289494 0.000429412 0.000428081 0.000297706 0.00028136 0.000220059 0.00021991 0.000132126 0.000129516
threshold=-0.40274499999999996 0.10385500000000002 0.24789500000000006 0.088610000000000008 -0.0043499999999999988 0.024145000000000003 0.13662500000000002 0.077685000000000018 0.12862000000000004 0.076710000000000014 -1.0000000180025095e-35 0.084690000000000015 0.079995000000000011 -0.084074999999999997 0.084835000000000008 -0.0034949999999999994 -0.11991499999999998 -0.13131999999999996 -0.43144499999999991 0.098845000000000016 0.11596500000000001 -0.03231499999999999 -0.067059999999999995 0.086125000000000021 -0.084664999999999976 0.084100000000000022 0.09023500000000001 1.0000000180025095e-35 -0.092714999999999978 0.092885000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 -6 12 15 14 -12 -11 17 -17 -19 20 25 22 23 -18 -23 29 28 -26 -20 -15
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 11 13 -13 -14 19 -16 16 21 18 26 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0019775093267695434 -0.0039185138258509642 0.0025300796994375129 -0.0025639790399052931 0.002693904989849033 -0.0036520868319214793 0.00058716232806630742 0.0027390493832436581 -0.0032994238867487262 -0.0026645443878041838 -0.0018688878908397167 -0.0032650057400969673 0.003595114994056342 0.0035075412063715812 0.0016500025536425461 0.0003832227955085829 -0.002243222244210346 0.0010851943455556933 -0.00039132841407213983 0.0040062854691614892 -0.001832644314438224 0.0023849695606035976 0.00067990333280389668 0.0023856191467250313 -0.0019754761694113559 -0.00085106472523895429 -0.0015592562575374607 0.001031233042010912 -0.0036079938909302834 0.0023745989757684117 -8.5529512124382941e-05
leaf_weight=0.001511208315533529 0.0014403507838374732 0.0013224554040807126 0.0011514167068968897 0.001253953892060621 0.001331440178982902 0.0013811573210759098 0.0017083445753494067 0.0011096827638676912 0.0013843621189941748 0.0017488171219639517 0.001658791466825898 0.0011270852121612043 0.0010003343406523859 0.0016933727049846031 0.0013004027109193572 0.0012365292183105225 0.0017207908333212174 0.0010708083261761203 0.002051235847693178 0.0011841420348752685 0.002000256342398643 0.0010048139612770495 0.0014440473648136259 0.0016467171493523836 0.0011290078626182767 0.0012574135058209812 0.0010235933394682206 0.0010088277502653398 0.0016479885305642457 0.0014871205428335088
leaf_count=145 391 42 228 141 557 145 138 75 53 75 382 71 83 27 60 36 66 16 77 88 19 56 80 94 231 255 19 195 51 14
internal_value=0 5.352e-05 -2.79454e-05 4.68286e-05 -4.09898e-05 -0.00171294 9.38863e-05 -4.19471e-05 7.04597e-05 0.000193495 -0.000543398 0.00065894 0.000472326 -0.000152241 -0.00166181 0.000290876 0.000542941 0.00142157 0.00220374 0.000433817 0.000850677 -0.000233617 0.000427988 -0.000411479 -0.00124657 0.00015914 0.00279213 -0.00215204 0.00327938 0.00083851
internal_weight=0 0.0415253 0.0402028 0.0390514 0.0377974 0.00282151 0.0349759 0.0332676 0.0321579 0.0307735 0.0119129 0.0188606 0.0177335 0.0105815 0.00295919 0.0167332 0.0149844 0.00703016 0.00579363 0.00762231 0.00643816 0.0079542 0.00481156 0.00336751 0.00314265 0.00443791 0.00472282 0.00213784 0.00369922 0.00318049
internal_count=3910 3765 3723 3495 3354 536 2818 2680 2605 2552 1402 1150 1079 845 442 996 921 199 163 403 315 722 240 160 482 296 147 426 128 41
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=31
num_cat=0
split_feature=160 1456 15 158 159 13 2 156 38 457 457 148 41 133 42 39 133 42 43 16 3 49 13 1375 1 16 12 12 16 16
split_gain=0.000297163 0.000312192 0.000397125 0.000427123 0.000448317 0.000521181 0.000542779 0.000440579 0.000351032 0.000416825 0.000536284 0.000468027 0.0004651 0.000366939 0.000495594 0.000794061 0.000490399 0.00094428 0.00047857 0.000655201 0.000552738 0.000410586 0.000576415 0.00036833 0.000433571 0.000368806 0.000303141 0.000282007 0.000250753 0.000243318
threshold=-0.40446999999999994 1.0000000180025095e-35 -0.26361999999999991 0.085745000000000002 0.073745000000000019 -0.090744999999999978 0.084235000000000018 0.086860000000000007 0.084445000000000006 -0.0015249999999999997 -0.14249999999999999 -0.067364999999999994 1.0000000180025095e-35 -0.0023199999999999996 -0.10770999999999999 0.085060000000000011 0.08517000000000001 0.085465000000000013 -0.074254999999999988 0.15737500000000001 -0.077894999999999978 -0.088329999999999978 -0.10547499999999999 -0.43271999999999994 0.077800000000000022 -0.064504999999999993 0.092365000000000017 0.051320000000000005 -0.014754999999999999 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 4 7 -6 -7 8 9 10 -4 -11 13 -13 -15 16 18 -18 20 21 26 -20 -23 -24 -25 -26 -16 -5 29 -2
right_child=1 -3 3 27 5 6 -8 -9 -10 11 -12 12 -14 14 15 -17 17 -19 19 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0019918614654795162 0.00083661951437593359 -0.0019776909703919866 0.00058465328968285287 -0.0003123480041141308 0.0033429816331339611 0.0025297759363274944 -0.00092705713571886216 -0.0023944122597386536 -0.0018092330922136043 0.0022629160330744245 -0.0029765682345290942 -0.0011831811419186421 -0.0018771190247300902 -0.0017001735629981229 0.0023147014638750874 0.0035529152191091412 0.00065323828222434643 -0.0034763716695783678 -0.0014050837103265839 -0.0025273777536449571 0.0035276793118887845 0.0032654395634659564 -0.0013514181831025768 -0.0011632108963837071 0.0026118685253716818 0.0003543502918999676 -0.00025362266550802651 -0.0029812455321694652 -2.1930540912601035e-05 0.0034086379803743671
leaf_weight=0.0010343033572132168 0.0010188950180776146 0.0010469469759328822 0.001066585411340526 0.0011330543261642836 0.0011828118539618515 0.001014533787204285 0.0016894651813279538 0.0010995399264777097 0.0014021357526736713 0.0015114121286199369 0.0013210021606853131 0.0022273319200047373 0.0015244875928885895 0.0014357533744109299 0.0010325912657305203 0.0011730285122304443 0.0020204746076475369 0.0012512722994648118 0.0012687746361450553 0.001072760960425966 0.001525880111671536 0.0012011557814659525 0.0012751977319567257 0.0011226559197501443 0.0019811264208682185 0.002060017782518752 0.0016926180624672327 0.0010783307537067799 0.0011916197686403498 0.0010344094943439686
leaf_count=305 21 299 28 53 69 43 207 277 49 96 113 695 117 67 75 74 183 278 24 57 24 31 14 75 50 78 45 201 78 184
internal_value=0 3.58229e-05 8.90443e-05 -2.26948e-05 8.03278e-05 0.00127468 0.000369938 -7.30537e-05 1.44593e-05 0.000106559 -0.0013857 0.00024696 0.000119286 0.000255518 0.000414838 0.00057742 0.000378024 -0.000926122 0.000677813 0.000230772 0.00172748 0.000562892 0.000889707 0.000446529 0.000890531 0.00146107 0.000719524 -0.00161377 0.00134124 0.00213235
internal_weight=0 0.0406559 0.0396089 0.036364 0.0341526 0.00388681 0.002704 0.0302658 0.0291663 0.0277641 0.00238759 0.0253765 0.0238651 0.0223406 0.0201133 0.0186776 0.0175045 0.00327175 0.0142328 0.00998169 0.00425109 0.00890893 0.00764015 0.006439 0.0051638 0.00404114 0.00272521 0.00221139 0.00324492 0.0020533
internal_count=3910 3605 3306 3023 2769 319 250 2450 2173 2124 141 1983 1887 1770 1075 1008 934 461 473 329 144 272 248 217 203 128 120 254 283 205
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=45 14 1 1373 147 52 457 158 0 11 13 2 3 0 1 47 1 49 159 13 42 42 43 40 42 48 11 16 457 1
split_gain=0.00143945 0.00218263 0.0012358 0.00148586 0.00146983 0.00159704 0.00122845 0.0012275 0.00122083 0.00120511 0.00119363 0.00110756 0.0020782 0.00153079 0.00165783 0.0014512 0.00136952 0.00119087 0.00105802 0.00097048 0.00107488 0.00133118 0.0013913 0.00122414 0.00138894 0.000938963 0.000923291 0.000877048 0.000914028 0.000812638
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 0.09586500000000002 1.0000000180025095e-35 0.28122000000000008 0.53894500000000012 0.11034000000000001 -0.084074999999999997 0.088315000000000018 -0.51172499999999987 1.0000000180025095e-35 0.076695000000000013 -0.017269999999999997 0.095575000000000007 0.13206500000000002 0.13026000000000001 -0.13451999999999997 0.091215000000000018 -0.5337599999999999 -0.089024999999999979 0.091955000000000023 -0.24333999999999997 -0.012844999999999997 -1.0000000180025095e-35 -0.11284499999999999 0.079225000000000004 0.050115000000000007 -0.0034949999999999994 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 7 9 10 11 -2 13 26 14 -4 16 -16 -14 -12 -10 -21 23 -23 -22 -25 -6 -13 28 -19 -11
right_child=1 -3 3 -5 25 -7 -8 -9 19 29 18 12 17 -15 15 -17 -18 27 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012942087816976936 0.00068148941036921373 -0.0010886208272438626 -0.0011432059234064416 -0.001154604687757412 -0.00015765334838820631 -0.00073119249878915362 -0.0012661533476227777 -0.0011403305732452047 -0.0012940173065033279 -0.001293894037531506 -0.0010611408003956342 0.0011044775153266971 -0.0011077406194849137 0.0010631965819488725 -3.6309977037412124e-05 -0.0011110466609409752 0.0011786908795361473 -0.00053602446532329754 0.00014626112549009142 -0.0010125776586695457 0.0012941274400748162 0.00023098111104568282 -0.0012938714663321537 -0.0012937541232312072 0.00027859306663340419 0.0010097440388054299 0.00010613743806959963 -0.00050510584305304333 0.00050019229625178146 5.3367545949190071e-05
leaf_weight=0.0013653989281010573 0.0010139342257389217 0.0032278234396372332 0.0024520913716266053 0.0015256197904704996 0.0015198341840516605 0.0038896406944388664 0.0010273978778059236 0.0011744751660627264 0.0010010573168983674 0.0014354160778324845 0.0059432161939232397 0.0075698943801896235 0.0011884723334958372 0.001879541821942614 0.0066553373920967829 0.0015520346558730589 0.0020250542303621444 0.0016324322172920356 0.0015266223564820436 0.0015744528707783969 0.0017794480481825312 0.0019451629516140656 0.0020640506332805222 0.0010276945341880514 0.011049163926654337 0.0047785694470121589 0.0019496697237144645 0.0022637733452661743 0.011193208824579415 0.0015675264569381397
leaf_count=15 4 122 367 27 25 156 14 70 4 59 906 226 21 78 169 21 48 30 80 210 7 17 277 230 248 136 58 96 151 38
internal_value=0 -4.41902e-05 -5.08292e-06 0.000104987 0.000139453 6.44938e-05 0.000132415 0.000164677 -0.000223055 0.000200021 -0.000635604 0.000258846 0.000419866 -2.63696e-05 -0.000187817 4.11315e-05 0.000247138 0.00013907 -0.000814382 -5.18317e-05 1.21344e-05 0.00010244 -0.000554054 0.000292392 0.000144792 0.000728046 0.000900011 0.000237272 0.000368304 -0.000590628
internal_weight=0 0.0894326 0.0862048 0.05728 0.0557544 0.049456 0.0455663 0.0445389 0.0289248 0.0433645 0.00848377 0.0403615 0.0257975 0.0145641 0.0126845 0.0102324 0.00868039 0.0162779 0.00746984 0.020441 0.01944 0.0178655 0.00400921 0.0138563 0.0120769 0.0062984 0.00951956 0.0150894 0.0128256 0.00300294
internal_count=3910 3895 3773 1790 1763 1602 1446 1432 1983 1362 990 1265 582 683 605 238 217 298 986 993 989 779 294 485 478 161 284 277 181 97
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=30
num_cat=0
split_feature=31 4 11 1456 4 151 14 3 4 16 16 15 0 1 3 12 43 43 42 4 0 16 13 12 2 3 43 42 3
split_gain=0.00031356 0.00030781 0.00046678 0.000411166 0.000396722 0.00040393 0.000422724 0.000395441 0.000435968 0.000400842 0.000494747 0.000414967 0.000725991 0.000483739 0.00043987 0.000533529 0.000545432 0.000395195 0.000832274 0.00037184 0.000710088 0.000355976 0.000406679 0.000526122 0.000349483 0.000288636 0.000237885 0.000156046 0.000102782
threshold=-1.0000000180025095e-35 0.28937500000000005 0.079700000000000007 -1.0000000180025095e-35 0.40812500000000007 -0.071694999999999995 -0.46879999999999994 -0.12008499999999998 -0.15796999999999997 -0.30307999999999996 -0.50763499999999995 -0.095799999999999982 -0.10462499999999998 0.099595000000000017 -0.078669999999999976 0.092365000000000017 -0.083899999999999988 -0.074254999999999988 -0.089024999999999979 0.0051950000000000008 -0.15517999999999996 0.24895000000000003 -0.15610499999999997 -1.0000000180025095e-35 0.10433000000000002 -0.13309499999999996 -0.0094899999999999984 0.08870500000000002 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 28 10 -9 13 19 -11 15 16 -14 18 -16 20 -13 22 -19 -24 -21 -8 -15 -20 -5
right_child=1 4 -4 7 5 6 25 9 -10 11 -12 12 14 26 17 -17 -18 21 27 24 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.001822622395274548 -0.0021231348952924197 0.0029098787697064673 -0.002433546929549509 0.0011906374522871754 -0.0016859074721669554 -0.0012673599211584286 3.5629949999624899e-05 -0.00028303248098428393 -0.0004921535479342834 -0.0026014855576483543 -0.0035145194197781903 -0.0014814917563295308 0.00096755174416958108 0.001402857925039474 -0.0015994276095741527 -0.0037578768345371051 -0.0026806750663835388 0.0019686711511917908 0.003488418135109847 0.0037828527517954859 0.0021630850066941577 -0.0020201931273331124 0.0011315712280494448 -0.0026246054319511063 0.0010440600548220693 0.0025390225181033694 -0.0011353517839757538 0.0015410295244058332 0.0026548100900339439
leaf_weight=0.0013582670789737952 0.0014896454508102055 0.0010367943304672158 0.0013856036758999038 0.001417913690943351 0.0012145547522379729 0.0010361670509126952 0.0011035879673286786 0.0018146762622999191 0.0018113468513298826 0.0018992984900667543 0.0011817525188710888 0.0015580615824326571 0.0015349686173062862 0.0010586507372849496 0.0011874187625551258 0.0010808822842099941 0.0010374312146488266 0.0012102897852788175 0.0010482793719699401 0.0013337989323645161 0.0016764100476169752 0.0017000341475774672 0.0010820935120818831 0.0011749167320102248 0.0014900633020715759 0.0018824597635314078 0.0011788919540265397 0.0015269942952054194 0.0014803457420597965
leaf_count=113 363 44 187 18 63 45 49 66 85 248 90 48 283 35 30 298 745 40 50 17 83 150 43 322 23 171 42 134 25
internal_value=0 -7.65172e-05 -0.000225052 -0.000129347 0.000713319 0.000278436 0.000871592 -3.19189e-05 0.00100365 -0.000221139 -0.00155749 -4.53465e-05 0.000201774 -0.00115893 -0.000330426 -0.00146654 -0.000503753 0.000134359 0.00109251 0.00130717 0.000407474 -0.000563339 0.000150963 -0.000823757 0.00233768 0.00161381 6.55538e-05 0.00233372 0.00193849
internal_weight=0 0.0396333 0.0333598 0.0319742 0.00627356 0.00523677 0.00402221 0.0304845 0.00470961 0.0257749 0.00299643 0.0227785 0.0186416 0.00413684 0.0125833 0.00365328 0.0025724 0.00893003 0.00376269 0.00605833 0.00323447 0.00516733 0.0034673 0.00225701 0.00282386 0.00298605 0.00223754 0.00257527 0.00289826
internal_count=3910 3797 3425 3238 372 328 265 2875 128 2747 156 2591 2266 325 2095 1326 1028 769 214 171 131 555 405 365 40 220 77 184 43
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=45 14 1373 1 147 52 52 52 42 12 12 42 403 11 2 3 0 1 133 43 16 1 49 16 48 52 48 159 4 457
split_gain=0.00155705 0.00256915 0.00149358 0.00156441 0.00152915 0.00145153 0.00123271 0.00209174 0.00161103 0.00139435 0.00213329 0.00129748 0.00133881 0.00121616 0.00138155 0.00271652 0.00205011 0.00152823 0.00144465 0.00203566 0.00124298 0.00123795 0.00122857 0.00117962 0.00110742 0.00108317 0.00163364 0.001037 0.00113649 0.00128389
threshold=-0.080134999999999984 0.077685000000000018 0.099250000000000019 0.077800000000000022 1.0000000180025095e-35 0.28122000000000008 0.11401500000000002 0.10701500000000001 0.091955000000000023 0.10058500000000002 0.093125000000000013 -0.09361499999999999 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 0.095575000000000007 -1.0000000180025095e-35 -0.075819999999999985 -0.011714999999999998 0.11831500000000002 -0.13451999999999997 0.24895000000000003 -0.11284499999999999 1.0000000180025095e-35 0.12862000000000004 0.10276500000000001 -0.084009999999999987 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 13 7 8 9 10 11 -2 -13 14 16 -16 17 -5 -19 20 -20 -15 -17 -7 -6 26 -24 28 -14 -30
right_child=1 -3 -4 4 24 23 -8 -9 -10 -11 -12 12 27 21 15 22 -18 18 19 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011266162612974596 -0.0011264243207505186 -0.00094829668037484636 -0.001039289740356889 -0.00099009619362507581 -0.00018055369911301107 -0.00089616986288186865 -0.0009062451781268894 0.00094715305434275984 -0.00087272524891808707 -0.00091199366514215668 0.00075798112108477656 -0.0011262842971155491 0.00050712652165154216 -0.00093434309996192288 0.00078445716720185134 -0.00093345724052280843 0.0009340408887677737 -0.00087307699501609347 0.00020993704035677209 0.00063749772900181822 -0.00079759123730248317 0.00052849194534573861 0.00014343481645263527 0.00040330070333057454 0.00083976098226290334 0.00058552055878105969 -0.00093802133354339509 -0.00094144559919549916 -0.00038979793831577761 0.00061592763023415084
leaf_weight=0.0014568326450898885 0.0016320465420545096 0.0038520014216150136 0.0017591603608693154 0.0027715377622170535 0.0017775927987457862 0.0034016350457903846 0.0027830289343171435 0.0021526088786183442 0.0039413156886274328 0.0024083896651863048 0.0038068726714968184 0.0014093778161177175 0.0055344326354820261 0.0026217892578301863 0.0098444889504634148 0.001463096017857878 0.0021827829930884972 0.0023589406632886787 0.0028962194170958364 0.0049340366234638102 0.0033490370128106406 0.0010189494182668568 0.011016699145848463 0.0011981439024566498 0.0055994339802509776 0.004999389862128111 0.0021112206640054873 0.0013039744788132532 0.0066156223846580795 0.0021278006388811832
leaf_count=15 158 122 30 390 26 148 323 50 270 133 104 347 68 77 292 21 79 55 58 78 80 24 190 8 136 64 26 57 446 35
internal_value=0 -4.59175e-05 -1.08137e-05 7.78849e-06 0.00011183 4.85152e-05 -0.000188303 -0.000123709 -0.000203805 -9.76622e-05 -1.0225e-05 -0.000167258 -7.51276e-05 0.000102587 0.000150256 0.000301815 -9.09836e-05 -0.000228166 -7.21836e-05 9.68128e-05 -0.000330353 -0.000524933 5.92798e-05 -0.000557686 0.000593903 0.000139406 -3.0484e-05 1.99496e-05 0.000107752 -0.000145044
internal_weight=0 0.102872 0.0990196 0.0972605 0.063545 0.056168 0.0337155 0.0309324 0.0287798 0.0248385 0.0224301 0.0186233 0.0169912 0.0515682 0.0479274 0.0294349 0.0184926 0.0163098 0.0135382 0.0111793 0.00624526 0.00364074 0.0195904 0.00459978 0.00737703 0.0181273 0.0131279 0.0155818 0.0142779 0.00874342
internal_count=3910 3895 3773 3743 1752 1590 1991 1668 1618 1348 1215 1111 953 1434 1333 593 740 661 271 216 138 101 301 156 162 280 216 606 549 481
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=31
num_cat=0
split_feature=480 31 14 3 158 1 41 3 39 0 0 15 13 0 42 1 15 2 52 3 457 1 2 49 0 43 3 1 0 16
split_gain=0.000305412 0.000311542 0.000323853 0.000355461 0.000373517 0.000394172 0.000363964 0.000437007 0.000486792 0.000474374 0.000758228 0.000687771 0.000629748 0.00071691 0.000933588 0.000354007 0.000396734 0.000346079 0.000599198 0.000326646 0.000292116 0.000359052 0.000495625 0.000280266 0.000268295 0.000265189 0.000473519 0.000251671 0.000179585 0.000105132
threshold=0.086640000000000009 -1.0000000180025095e-35 0.077685000000000018 -0.16059999999999997 0.087355000000000016 0.091845000000000024 0.078150000000000011 -0.12008499999999998 0.005105000000000001 -0.10575999999999998 -0.089879999999999974 -0.029114999999999999 -0.083514999999999992 -0.053834999999999994 0.091230000000000019 0.11026000000000001 0.035895000000000003 0.106035 0.091210000000000013 -0.013944999999999997 -0.0034949999999999994 0.11052000000000002 0.097940000000000013 -0.047309999999999998 -0.029849999999999998 -0.083899999999999988 0.10666500000000002 0.11368000000000002 0.039665000000000006 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 17 6 -6 7 28 9 11 -11 20 25 14 -14 16 -13 18 -3 -10 -9 22 23 -22 29 -12 -27 -23 -5 -21
right_child=-2 2 -4 4 5 -7 -8 8 19 10 12 15 13 -15 -16 -17 -18 -19 -20 24 21 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0021991930597060378 -0.0023586055527320756 0.0023427176220914728 -0.002030512907937764 0.00089243374440725045 -0.0038558270972877322 5.6164079940978126e-05 -0.0018922995769638353 -0.002448251896567809 0.0032914385071633077 -0.004004493818604871 0.0027555798249038646 0.0030606203852869612 -0.0025428964243814989 -0.0036486996368652017 0.002172805761932909 0.0038636487472161183 -0.00058883587177241414 0.0029133471422657315 -0.0023479029791931998 0.00055150054701252535 0.00085938595167191483 -0.0029674899401845199 0.0029539015898718706 -0.0020650409446986277 -0.001073048035541807 -0.0018701315735813054 0.001800610818487737 -0.00012702088747817844 0.003409519049131057 0.0025620177502204485
leaf_weight=0.0012980769694195251 0.0010795244749371982 0.0011835660672154793 0.001539900778675384 0.0012490636715707304 0.0010447868434636512 0.0010093296028936827 0.0018404327919299126 0.0011792348197241509 0.0012311788073304797 0.0014123502259554216 0.001075643806318638 0.0010244020231304704 0.0017149210946170107 0.0019469226739437222 0.0016341278433856798 0.0012554825436410511 0.0014122515002981118 0.0016217047133295637 0.0010026789166204253 0.0010227077064097756 0.0016059178567138233 0.001097158476312643 0.001384521297318031 0.0011009952853813232 0.0012124575402339124 0.0012718074442387714 0.0015591456173709162 0.0014347664523732817 0.0010315359218111553 0.0010512879844561951
leaf_count=111 249 55 119 60 195 117 113 61 100 322 106 28 821 217 331 27 31 99 17 56 27 17 73 46 20 298 51 54 16 73
internal_value=0 4.83163e-05 -2.48681e-05 5.94931e-05 -9.03925e-05 -0.0019336 3.27412e-05 0.0001553 -5.34642e-06 -0.00027821 -0.000958718 0.000350212 -0.000491273 -0.00149434 -0.000241927 0.00193776 0.000945445 0.00135064 0.000191455 0.00133007 -0.000401004 -3.65086e-05 0.000781203 -0.00033008 0.000595297 0.000868528 0.000151527 -0.00135788 0.00203093 0.00157061
internal_weight=0 0.0394484 0.0381503 0.0366104 0.0328024 0.00205412 0.0307483 0.0289079 0.0266273 0.0221096 0.0106149 0.0114947 0.00920257 0.00529597 0.00334905 0.00369214 0.00243665 0.00380795 0.00218624 0.00451763 0.00780259 0.00662336 0.00409143 0.00270691 0.00328645 0.0039066 0.00283095 0.00253192 0.0022806 0.002074
internal_count=3910 3661 3550 3431 3260 312 2948 2835 2759 2510 2146 364 1824 1369 1152 86 59 171 72 249 278 217 146 73 149 455 349 71 76 129
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=29
num_cat=0
split_feature=1 0 3 147 52 52 47 51 151 2 12 3 2 52 52 42 16 42 2 48 2 2 16 43 2 43 47 4
split_gain=0.000295532 0.000385453 0.000479515 0.000421343 0.000403708 0.000470623 0.000835339 0.000564546 0.000421659 0.000767912 0.000695979 0.000415824 0.000394571 0.000381339 0.000570682 0.000514222 0.000356875 0.000347887 0.000474752 0.000458882 0.000386383 0.000304282 0.000298258 0.000268831 0.000556328 0.000223249 0.000183234 0.000124813
threshold=0.087480000000000016 -0.017269999999999997 -0.13309499999999996 0.089245000000000005 0.28122000000000008 0.024145000000000003 0.13206500000000002 0.12190000000000002 -0.0032449999999999996 0.087995000000000004 0.097345000000000015 -0.0026499999999999996 0.090050000000000005 0.11401500000000002 0.10062000000000001 0.091955000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 0.091985000000000011 0.089715000000000017 0.087005000000000013 -1.0000000180025095e-35 -0.16268499999999997 -0.019509999999999996 0.10113500000000002 -0.083094999999999988 0.082930000000000018 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 4 5 6 7 8 11 10 21 -2 -13 14 15 17 26 -1 20 23 25 -10 -7 -20 -25 -19 -11 -27
right_child=1 2 -4 -5 -6 22 -8 -9 9 16 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 27 -28 -29
leaf_value=-0.0018119003918268444 0.00084485292800410509 0.000243535556196018 0.0031131498127599522 0.0019521559161893615 -0.0018285384781837992 0.00034338799208253798 -0.0032714446106885085 -0.0025192866298313485 -0.00018281724489317943 0.003429975086281201 0.0014799635912918394 2.4291793451396432e-05 -0.002688530885373003 -0.0022479218706653562 0.001779010241352364 -0.0026850188311981862 0.00015902070477244185 0.001238964724419636 0.0017963241502130408 0.003027260848737424 -0.0021566853493074339 -0.0025943233539132671 0.0029095870770106673 0.0012282159915890357 -0.0024079491411561006 -0.0015795487518590306 0.0014654031165756811 0.00016935008669678351
leaf_weight=0.0016202283048231151 0.001660648621567784 0.0019060762077636184 0.0013233942852206573 0.0014652221172788407 0.0016307836034190606 0.0012699558577793368 0.0010777169013138641 0.0010425663973352437 0.0014149351778875987 0.0017061108948634995 0.001925446479974724 0.0013202310482256516 0.0015796044855793667 0.0013755441079296169 0.0016748469913361328 0.0012925678988600095 0.001022576598397329 0.0012152644695447891 0.0010296438300940736 0.0010469065004379274 0.0017026751738419277 0.0013926311726277793 0.0011646408688603662 0.0012155898141554822 0.0010535749588456156 0.0011117134889729909 0.0010160678085835428 0.0010782451103714587
leaf_count=681 131 147 138 101 142 81 44 32 81 103 98 22 41 372 120 267 85 94 75 23 309 293 56 31 15 186 31 111
internal_value=0 0.000242687 0.00141947 5.89974e-05 -8.52967e-05 7.62919e-05 -0.000163769 7.40862e-05 0.000281458 0.000764524 -0.000215934 -0.000616544 -0.00145344 -0.000407594 -0.000227307 -0.000499033 0.00200373 -0.000243879 2.48599e-05 0.000914668 -0.000732174 -0.00137899 0.00157098 0.000244217 -0.000460058 -1.98915e-05 0.00269669 -0.000718463
internal_weight=0 0.0239186 0.00322947 0.0206891 0.0192239 0.0175931 0.0151585 0.0140808 0.0130383 0.00847777 0.00473301 0.00456048 0.00289984 0.0154168 0.0140413 0.0123664 0.00374476 0.0110738 0.00945361 0.00434572 0.0051079 0.00280757 0.0024346 0.00329881 0.00226916 0.00340522 0.00272218 0.00218996
internal_count=3910 1626 285 1341 1240 1098 961 917 885 691 472 194 63 2284 1912 1792 219 1525 844 144 700 374 137 121 46 391 134 297
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=421 14 30 1374 158 156 157 457 1213 1 156 375 0 15 160 42 49 4 33 38 3 52 52 1 457 484 457 133 151 16
split_gain=0.00158972 0.00181418 0.00139142 0.00134874 0.00129772 0.00127188 0.0014175 0.00132302 0.00167195 0.00128184 0.00119965 0.00117561 0.00121846 0.00157884 0.00151851 0.00144886 0.00154375 0.00165448 0.00129008 0.00120837 0.00124755 0.00119987 0.00157689 0.00106573 0.00096417 0.00104832 0.00121705 0.00142367 0.000931885 0.000870815
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085915000000000019 0.098580000000000015 0.11136500000000001 -1.0000000180025095e-35 -0.074309999999999987 -0.14786499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.11223000000000001 0.087245000000000017 -0.061129999999999997 -0.03231499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27772500000000006 0.27020000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084129999999999996 0.11401500000000002 0.10062000000000001 0.11561500000000001 -0.0034949999999999994 -0.065229999999999996 0.097740000000000007 -1.0000000180025095e-35 -0.096544999999999978 -0.085014999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 -7 11 12 14 -14 28 23 17 18 -17 20 29 22 -15 -16 -22 -26 27 -27 -10 -20
right_child=1 -3 -4 -5 -6 6 7 8 10 -11 -12 -13 13 21 15 16 -18 -19 19 -21 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012440540607617674 -0.0012435166197827148 -0.00089417047715333725 0.0012435282146984197 -0.0011958780610693903 -0.001130242732406604 -0.00056506242401534157 0.00098264215619185821 -0.0011715116911910665 0.00041763516221782128 0.00073573254130476155 -0.0012164428272041891 -0.0010161426522757469 0.00081013757447499822 9.9440642992994088e-06 -0.0010591419886050635 -0.0011973551670511643 -0.0012059775808964564 0.0006734375433369112 -1.821682713049651e-05 -0.0010905935771536484 -0.00073252810466939585 -0.0006738772575916298 0.00092427657078101655 0.00036350512513764517 -0.00083624745606608716 -0.00073703526557596663 -0.00023308845417913647 0.00068156140106779932 -0.00089259364072827221 -0.0011609603052231106
leaf_weight=0.0015543105175623842 0.0011966799087472771 0.0035640999478641069 0.0013922679154418907 0.0014566970330296405 0.0015167214570217516 0.0013973200979311429 0.0020418015135632564 0.0019388863136520209 0.0010131330354496981 0.0072412082266168909 0.0012368180144406429 0.0016599809915192046 0.0061174516832522832 0.013294201458482043 0.0030885113420950896 0.0013221783419794511 0.0013709496516298705 0.0071232057496430903 0.0025006695588771777 0.0013356346407817901 0.0014357780586777827 0.0027556326198414629 0.0037359466355155737 0.0011055860438773379 0.0011328724871511034 0.0011937679578082347 0.0037528418925489851 0.013063250397988398 0.0048917797500829243 0.001754414132957279
leaf_count=25 186 124 97 36 145 209 31 532 44 188 99 33 174 121 488 30 24 154 36 16 28 39 12 16 45 73 34 307 491 73
internal_value=0 -2.35464e-05 9.79534e-06 -8.94158e-06 1.02234e-05 2.97246e-05 4.71371e-05 -5.24112e-06 -3.14969e-05 0.000525323 -1.98004e-06 1.84153e-05 4.22713e-05 0.000258048 -7.90122e-05 7.51642e-06 8.81268e-05 0.000139381 1.00371e-06 6.15498e-05 0.000123516 8.735e-05 0.000210523 -0.000684125 0.000250247 0.000323959 0.000396939 0.00056278 -0.000667792 -0.000489382
internal_weight=0 0.0966303 0.0930662 0.0916739 0.0902172 0.0887005 0.0875038 0.0788653 0.0768235 0.00863853 0.0748846 0.0736478 0.0719878 0.0259032 0.0460846 0.0401797 0.0359856 0.0346146 0.0274914 0.0261692 0.0248336 0.0197858 0.0170301 0.0041941 0.0205785 0.0191427 0.0180099 0.014257 0.00590491 0.00425508
internal_count=3910 3885 3761 3664 3628 3483 3297 2900 2869 397 2337 2238 2205 346 1859 1324 820 796 642 612 596 172 133 504 487 459 414 380 535 109
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=45 14 1 0 3 1429 0 0 15 16 47 44 52 0 15 16 13 42 43 43 12 43 157 40 4 51 16 16 43 3
split_gain=0.00151543 0.00197221 0.00147136 0.0015687 0.00173873 0.00128317 0.0014169 0.00136062 0.00211566 0.00211645 0.00168834 0.00172103 0.00159424 0.00166934 0.00146274 0.00132679 0.00118521 0.00120697 0.0011685 0.00116217 0.00107583 0.00103186 0.00102646 0.000974745 0.00107317 0.00110223 0.000999199 0.00160065 0.000922394 0.00103878
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.070894999999999986 0.11476000000000001 0.059810000000000009 -0.017269999999999997 -0.087899999999999992 -0.03231499999999999 -0.066724999999999993 0.09252500000000001 1.0000000180025095e-35 -0.0041199999999999995 -0.15007499999999999 -0.15202999999999997 0.050115000000000007 -0.5337599999999999 0.091955000000000023 -0.081434999999999994 -0.24333999999999997 0.092150000000000024 0.083940000000000015 -0.072409999999999988 -0.082239999999999994 -0.49837999999999999 -1.0000000180025095e-35 -0.035699999999999989 -0.23935499999999996 -0.075819999999999985 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 11 12 13 -4 -12 -11 -5 23 -14 -19 -16 -8 -7 -18 -25 -26 27 -27 -17 -30
right_child=1 -3 5 16 -6 22 21 8 -10 15 14 -13 18 -15 20 28 17 19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.001195574251251772 -0.00077559473767446828 -0.00094600054588098864 -0.00029106288756138412 -0.00119551407134848 0.00032488977581169903 0.00096243723320138259 0.00076215683814765626 0.00097786030970146965 -0.00087506244395305522 -0.00097607234432426032 0.00033844816631493322 -0.0011488565988208989 -0.00013547273087377909 0.00068782515733127982 -0.001009814809169768 -0.00084726078534345343 0.0011068001310470964 0.0001666354297147349 0.00072957628369873519 -0.001195340270723667 2.5355895650615065e-05 -0.00051727799495913799 -0.00034300061430623694 -0.0007712471694000262 -0.00075961779711582699 0.0005641796129319856 0.00065143304258938101 -0.0011955839606801872 0.001004085295328387 -0.00027047669208405209
leaf_weight=0.0014702777948514259 0.0096775579912913301 0.0032259933488525397 0.0085140698586201324 0.0011065173312090329 0.0026021882506483971 0.0039979082951617784 0.0058653649661835052 0.0025205868709790025 0.0058320370968125727 0.0026087862381700654 0.0031939793719075737 0.0011879127764586874 0.0027102533021334816 0.0035161476813492252 0.0041618499779616513 0.0011577768058899096 0.0016193180631489676 0.0017207056080223992 0.012600115039223425 0.0018647418686583697 0.0021880060197929652 0.0010636854727010814 0.0010962805426686364 0.0016684639149531213 0.0013409496556136017 0.001759200518876014 0.0067601268931554151 0.001272257430620983 0.0018561222224064977 0.0017983082377241999
leaf_count=15 1607 122 65 4 13 67 243 107 465 64 54 29 45 108 78 73 8 16 219 146 23 18 66 19 60 8 61 41 19 47
internal_value=0 -2.66415e-05 3.85208e-06 -0.000209083 -0.000542392 0.000105333 5.70378e-05 -8.42463e-06 -0.000303584 3.16633e-05 0.000113862 0.000259432 0.00032062 -4.95709e-06 -0.000321278 -0.000289718 5.07062e-06 7.88508e-05 0.000576445 -0.000541709 -0.00065312 0.00056575 0.000681504 0.000233146 0.000122629 0.000256597 0.000395767 -0.000174367 8.23667e-05 0.000376886
internal_weight=0 0.100487 0.0972612 0.031392 0.0122797 0.0658692 0.060775 0.053846 0.0157736 0.00994158 0.0380723 0.0285285 0.0273406 0.0120302 0.00954384 0.00742099 0.0191123 0.0180058 0.0153104 0.00358545 0.00634986 0.00692905 0.00509419 0.0144203 0.012801 0.0111325 0.00979158 0.00303146 0.00481221 0.00365443
internal_count=3910 3895 3773 1983 1620 1790 1657 1396 775 310 621 466 437 173 155 203 363 359 264 162 101 261 133 197 189 170 110 49 139 66
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=4 151 50 1348 11 480 401 457 1456 51 133 0 52 52 4 52 33 148 2 2 133 49 10 48 151 2 16 2 48 1
split_gain=0.00124059 0.00201553 0.00218569 0.00144322 0.00196285 0.00123347 0.00122444 0.00107836 0.00110871 0.00115512 0.0011014 0.00110629 0.00106492 0.00107653 0.00194714 0.000992919 0.00104954 0.00105223 0.000989998 0.00108558 0.000975021 0.000967594 0.000964392 0.00119444 0.00112749 0.00139335 0.00103216 0.000766037 0.000756662 0.000925693
threshold=0.28937500000000005 -0.27336999999999995 0.11901000000000002 0.084620000000000015 0.079700000000000007 0.08456000000000001 0.087020000000000014 0.53894500000000012 -1.0000000180025095e-35 0.013805000000000001 0.10681500000000001 -0.060094999999999989 0.11588000000000002 0.10701500000000001 -0.49837999999999999 0.084240000000000023 -1.0000000180025095e-35 -0.079234999999999986 0.11680500000000001 0.099015000000000006 0.065880000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.093225000000000016 -0.086424999999999988 0.093070000000000014 -0.092014999999999986 0.11542500000000001 -0.064549999999999982 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 27 4 5 6 7 8 -1 10 11 15 13 14 -13 16 -10 -18 19 21 -16 -19 -11 24 -24 26 -26 28 -3 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 22 -12 12 -14 -15 20 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0007363399409142851 -0.0011429684778490954 0.0011952757463274415 -0.00082126100379661905 0.00087927889169288375 -0.0011509434048420717 -0.0011952491456166993 -0.0010484731798987858 -0.0011729959776234798 -0.0011516324333963562 0.0011952552164230983 -0.00088252721425672329 -0.00086662259880331265 -0.00070214331919858544 0.0011937986218653301 0.00022062734333870703 -0.00081501472745530929 -0.0011772189987101403 4.8315634627171616e-05 -0.00081707085454153935 0.00066294774279616192 0.0010864811248982283 -0.0011191475029090564 0.001071844776679274 0.00065461655877969743 0.00057285329096047112 -0.00084633552594188817 -0.00078236885707195516 0.0010802183041080716 -0.00023021049897860483 0.00071468504920484989
leaf_weight=0.0027721265536557729 0.0012382852515315798 0.0014444800028172722 0.001670919047683129 0.0021997681372738489 0.0024674889800735391 0.001354272036377501 0.0016872344068339365 0.0011333249449307905 0.0012539314109858415 0.0016118436902274888 0.0022031494338738957 0.0020837139717002602 0.0016384721515976244 0.0017512292140509081 0.0098490148421461858 0.0030291361193226498 0.0010819935733650246 0.014187758260217002 0.0017976535418284803 0.0040190185658914848 0.0022895508709126497 0.0010921030103787652 0.0010799103006320383 0.0054138260857588003 0.0030453240516417086 0.0030786446092583297 0.0010900898650838507 0.0037999738346528034 0.0030367036160896532 0.0028908244673999661
leaf_count=348 20 41 18 61 183 244 254 14 31 63 374 58 18 5 122 490 45 505 43 123 38 155 16 92 42 80 80 210 29 108
internal_value=0 0.000313235 0.000453639 -7.413e-05 -0.000103665 -6.59637e-05 -4.32017e-05 -1.73073e-05 3.04073e-06 3.63163e-05 -5.78518e-05 -1.66279e-05 0.000215472 0.000309596 0.000200722 -0.000171106 -8.78677e-05 -2.77245e-05 3.12305e-05 0.000110248 0.000383943 -3.51269e-05 0.000320774 0.000217948 -6.70847e-05 -0.000237577 0.000215618 0.000644317 0.000419628 0.00023061
internal_weight=0 0.0140812 0.0128429 0.0732106 0.0710108 0.0685433 0.067189 0.0655018 0.0643685 0.0615964 0.0462767 0.0440736 0.017612 0.0159735 0.0142223 0.0264616 0.0234325 0.0221785 0.0210965 0.0192989 0.0121386 0.0152799 0.0153196 0.0137078 0.00829397 0.00721406 0.00413541 0.011172 0.00737201 0.00592753
internal_count=3910 426 406 3484 3423 3240 2996 2742 2728 2380 2007 1633 241 223 218 1392 902 871 826 783 160 660 373 310 218 202 122 388 178 137
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=31
num_cat=0
split_feature=51 124 131 132 52 42 133 123 50 52 15 52 151 133 13 48 457 457 1 0 42 12 1 52 3 47 16 15 0 0
split_gain=0.000300315 0.000481313 0.000365388 0.000432369 0.000604295 0.000485701 0.000402963 0.000476396 0.000430329 0.000516293 0.000588962 0.000810907 0.000495954 0.000498258 0.000474499 0.000470397 0.000427685 0.000369071 0.000530461 0.000364284 0.000357808 0.000433659 0.000435785 0.000297268 0.000189933 0.00016798 0.000152187 0.000151008 0.000349481 9.12317e-05
threshold=-0.40274499999999996 0.10385500000000002 0.092255000000000018 0.079995000000000011 -0.24456499999999998 -0.10770999999999999 -0.090054999999999982 0.086870000000000017 0.10625000000000001 0.40565000000000007 -0.24219999999999997 0.11401500000000002 -0.084764999999999993 0.098810000000000023 -0.090744999999999978 0.096390000000000017 0.084485000000000018 -0.0015249999999999997 0.094695000000000015 -0.075584999999999986 0.085195000000000007 0.084235000000000018 0.088495000000000018 -0.066329999999999986 -0.032959999999999996 0.092255000000000018 -0.53943499999999989 -0.021529999999999997 -0.053834999999999994 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 26 12 16 14 15 27 -12 -16 20 -5 21 22 24 -20 -19 -25 -8 -14 -29 -26
right_child=1 -3 -4 19 5 6 7 -9 -10 -11 11 -13 13 -15 17 -17 -18 18 23 -21 -22 -23 -24 25 29 -27 -28 28 -30 -31
leaf_value=-0.0015960355542239005 -0.002538542584843732 0.00209270786179927 -0.0015539935902054913 -2.5024762056547761e-05 -0.002331143778877779 -0.0018946971093877366 0.00060808635737428173 0.0024006241076609063 -0.0016395418408002122 0.0026240731989155808 0.0003280227377001633 -0.0023611169318762506 0.002986009209936317 -0.0020081304407853664 -0.0013953258402944649 -0.00067951784608209765 -0.0021712166052473354 -0.00055311269274866347 -0.00019804901724407699 0.0026252423389484148 0.0011741634147791594 -0.0024749318133965551 -0.0020231874140253063 0.0026855239214282132 0.00041849559974431629 0.00093297557263562582 0.0023184199604367054 0.00031128638878492648 0.0028447302477195417 0.0018785845271783795
leaf_weight=0.001374101470136945 0.001126990544205674 0.0013215453503754295 0.0017767625348400476 0.0011216244689702393 0.0010029029172375073 0.0011510267621089856 0.0010058965909394146 0.0011140882012181655 0.0015987371427477184 0.0010100452178785071 0.0014180991284595814 0.0016974150673031421 0.0011745715841122717 0.0010203593961747295 0.0016575505427143264 0.0010228453037157692 0.0019193891626798631 0.0012491772352378749 0.0010033145301164836 0.0013750399304157659 0.0017409118068818508 0.0011806841362195231 0.0010765739615123948 0.0016615456663977568 0.0010093672795878916 0.0010715029575720791 0.0016138595070769235 0.0013874970119145402 0.0012177569121831723 0.0010297023621923633
leaf_count=145 314 42 386 136 171 401 16 113 245 78 135 182 46 225 94 30 92 47 44 82 213 268 41 59 25 14 115 90 13 48
internal_value=0 4.57454e-05 -2.65169e-05 4.9593e-05 -5.46813e-05 3.27013e-05 0.000109097 0.000186284 0.000100527 0.000202923 0.000109435 -6.33301e-05 0.000115248 0.00033612 0.000472938 0.00139679 -0.00110929 0.000123028 0.00035135 0.00143461 -0.0001908 -0.000619305 -0.000117358 0.00140862 0.000506611 0.00199843 0.00166171 0.00195866 0.00149548 0.00115582
internal_weight=0 0.0387568 0.0374352 0.0356585 0.0331618 0.0320348 0.0310319 0.0298809 0.0287668 0.0271681 0.026158 0.0235383 0.0218408 0.0185034 0.017483 0.00480267 0.00333749 0.0126803 0.0110228 0.00249666 0.00728642 0.0055455 0.00436482 0.00373636 0.00328825 0.00273305 0.00261976 0.00377983 0.00260525 0.00203907
internal_count=3910 3765 3723 3337 3119 2805 2634 2233 2120 1875 1797 1666 1484 1257 1032 179 227 853 759 218 642 429 161 117 120 73 131 149 103 73
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=45 14 12 156 157 159 401 38 453 1348 1456 1374 457 133 1 12 0 42 40 52 160 33 49 1 42 454 481 151 0 42
split_gain=0.00141377 0.00200811 0.00114397 0.00110134 0.00116508 0.00116263 0.00108171 0.00107569 0.00111834 0.00113272 0.00165689 0.00122739 0.00124647 0.00105637 0.000960131 0.00089422 0.000881855 0.00121919 0.00193679 0.00117955 0.00112805 0.0013062 0.00116319 0.00197545 0.00160442 0.00120529 0.000799221 0.000884336 0.000753961 0.000740891
threshold=-0.080134999999999984 0.077685000000000018 -0.23342999999999997 -1.0000000180025095e-35 -0.07686999999999998 0.11252000000000002 0.10022000000000002 1.0000000180025095e-35 0.10963500000000002 0.090050000000000005 -1.0000000180025095e-35 0.090240000000000015 0.53894500000000012 0.10681500000000001 1.0000000180025095e-35 -0.094069999999999987 0.048950000000000007 -1.0000000180025095e-35 0.028705000000000001 0.090640000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091004999999999989 0.099370000000000014 0.10316500000000002 -1.0000000180025095e-35 -0.052634999999999994 -0.03268999999999999 -0.10575999999999998 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 7 8 9 10 -6 12 13 15 -5 -12 17 18 28 29 26 -22 23 -23 25 -24 -19 -28 -17 -18
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 19 20 -20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012439021152189347 0.0012435593662845194 -0.001040588911261488 -0.0012435121948107029 -0.00052119101761020133 -0.0011754232078262819 -0.00089147532850550055 -0.0012435515062429767 -0.00067218971771347948 -0.001162505492367408 0.00119305627521489 0.00094418981469969129 -0.0010124129677743299 -0.001243630887640002 -0.00075735351692330028 0.00065221567305393489 -9.4409335181401403e-05 0.0011738627072520747 0.00048322078783787808 0.0010544156920780901 5.2892163695990575e-05 -0.00086398776816047618 -0.0010250322670589365 -0.00087394780793601564 0.00060333625714458882 -0.00092579210146533813 0.00048174354682262757 0.0003721914761516523 -0.00092980009597719564 -0.0011670538589072074 -2.8733699053536094e-05
leaf_weight=0.0013238038709459934 0.0011025201040695256 0.0030578377074972343 0.0011431038827383047 0.0013023336490354245 0.0017401728922097339 0.0025240155436199166 0.0011227889194849175 0.0036327382349305984 0.0012085699850672418 0.0013014558119941446 0.0020565164066717037 0.0016228715019686027 0.0010750506053227573 0.0021071531122673895 0.0062637253832349415 0.0014686910510874895 0.0035706170777274338 0.0012663724928163589 0.0010202303104165367 0.0054901572414394195 0.0016924023817068692 0.0026432747757780808 0.0010572139705828923 0.0020415732727485647 0.0014321837960569175 0.024783444326063275 0.0010449416484261675 0.0035361201009767021 0.0032668207252430905 0.0010178711029311671
leaf_count=15 68 122 193 207 226 148 178 68 18 39 65 52 13 434 180 32 85 81 9 38 34 42 31 31 81 569 68 197 568 18
internal_value=0 -5.08853e-05 -1.46567e-05 -3.14851e-05 -1.44414e-05 -6.21306e-05 -3.27302e-05 -1.33301e-05 2.26924e-05 4.46498e-05 2.12724e-05 5.4756e-05 8.33487e-05 0.000107326 0.000450239 0.000139075 0.000109152 3.50696e-05 -0.000499582 0.000441781 0.000112981 0.000200579 0.000256956 -0.000315418 0.000355277 0.000426278 -0.000391117 -0.000632815 -0.000834379 0.000907089
internal_weight=0 0.0865928 0.0835349 0.0824324 0.0812893 0.0737232 0.0711992 0.0700764 0.0664437 0.0652351 0.0639337 0.0621935 0.0605706 0.0594956 0.00756606 0.0573884 0.0553319 0.0452533 0.00575574 0.0100786 0.0394975 0.0336501 0.0319577 0.00468485 0.0272728 0.0258407 0.00584743 0.00458106 0.00473551 0.00458849
internal_count=3910 3895 3773 3705 3512 3125 2977 2799 2731 2713 2674 2448 2396 2383 387 1949 1884 1743 609 141 1134 788 754 73 681 600 346 265 600 103
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=45 14 123 3 46 39 132 42 376 3 1 133 401 4 47 50 1 48 2 52 484 12 12 148 51 131 52 151 4 160
split_gain=0.00151018 0.00144381 0.0013287 0.00132241 0.00121627 0.0010173 0.00103342 0.00171869 0.00148731 0.00139889 0.00171415 0.00116831 0.00116768 0.00113582 0.00147974 0.00139886 0.00139658 0.00180187 0.0014848 0.00161821 0.00135826 0.00151091 0.00131529 0.00121764 0.00158349 0.00122626 0.00121124 0.00156233 0.00190252 0.00155442
threshold=-0.080134999999999984 0.064610000000000015 -0.041524999999999992 0.30601500000000009 0.092020000000000005 0.15608500000000003 0.079995000000000011 -0.11403999999999999 0.088415000000000007 -0.16059999999999997 1.0000000180025095e-35 -0.26719999999999994 0.087020000000000014 0.0057500000000000008 0.09252500000000001 0.11901000000000002 0.083370000000000014 0.12862000000000004 0.10393500000000001 0.048695000000000009 -0.0043499999999999988 0.099170000000000022 0.10333000000000002 -0.080629999999999993 -0.07742499999999998 0.088565000000000019 -0.092854999999999979 -0.064244999999999983 -0.0025899999999999994 -0.092169999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -4 11 -8 -11 -9 13 20 15 16 18 23 19 -15 -13 26 -16 -18 -25 -26 -22 -28 29 -29
right_child=1 -3 3 4 -6 -7 9 8 -10 10 -12 12 -14 14 22 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0013462623306566858 0.00094248165373552134 -0.0010251178555817104 -0.0013093427220403149 0.0013460168247221831 -0.00049579377337835811 0.00083032177666112015 0.0012896415495258315 -0.0013288280698118711 0.00079924169979884562 -0.00080040936460248164 0.00061472651199948882 -0.0013063858042438843 -0.0012529785458916449 0.00054784932062130413 -0.00075985023941890014 -0.0013461465337055124 -0.00057956713293878619 -0.00085401280719595582 -0.0013462254425935806 -0.001346169672643633 -0.00082686541272372106 -0.0012087973188833216 0.00044836265512837847 -0.00053575017646310095 0.0010247151485267344 -0.0003104076234957777 0.00047499120682793338 -0.0010946915781101935 -0.001291752245708892 -2.5280605332301217e-05
leaf_weight=0.0010254674834868629 0.0016351209733294061 0.0046877470721522476 0.0033661427609643626 0.0016939642125812773 0.0010534457526318874 0.0014031160183947114 0.0015504437217828126 0.0021809466904514343 0.0020665306940870201 0.0033181843617118281 0.0029109201028276743 0.003105074389126993 0.0024082707381429804 0.0031434876652181023 0.0087418734537081377 0.0012032352188811038 0.0016216888976714481 0.0019726294212887288 0.0020200622531181267 0.001104243157302065 0.0063828130268426255 0.003624901360415044 0.0020069839280232324 0.0017333791700195897 0.0094750440321362817 0.0014349508880400217 0.0053838908321601755 0.0028677321313246287 0.0032094065307921712 0.017414296259423687
leaf_count=15 40 132 174 145 12 34 25 196 56 190 106 351 241 79 137 20 24 7 83 45 308 173 14 18 153 46 170 176 108 632
internal_value=0 -0.000295065 -0.000260854 -0.00028085 0.000639807 -0.000307295 -0.000324231 -0.000366506 -0.000328315 0.000145642 -0.000139103 -0.00035707 -0.000330193 -0.000301122 -0.000120019 6.77845e-05 0.000143379 0.000351689 -0.00039628 5.54788e-05 -0.000449744 -0.000381335 -0.000534258 0.000518418 0.00065925 0.000849111 -0.000296264 -0.000178976 -0.000328855 -0.000176488
internal_weight=0 0.104721 0.100033 0.0983977 0.00274741 0.0956502 0.0942471 0.0864676 0.0831014 0.00777955 0.0062291 0.0810349 0.078854 0.0764457 0.0344576 0.0237087 0.0225055 0.0162377 0.00626779 0.00424773 0.0419881 0.038883 0.0107489 0.0142651 0.0126434 0.01091 0.0352581 0.0288753 0.0234914 0.020282
internal_count=3910 3895 3763 3723 157 3566 3532 3211 3037 321 296 2981 2785 2544 626 475 455 248 207 124 1918 1567 151 241 217 199 1394 1086 916 808
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=45 14 151 4 50 11 3 1213 403 480 133 0 3 15 3 3 1374 16 49 16 1 2 1 3 3 0 13 52 376 43
split_gain=0.00167793 0.00239634 0.00149434 0.00206616 0.00177331 0.00163888 0.00173426 0.00156499 0.00128216 0.00127278 0.00125614 0.00134672 0.00186725 0.00174234 0.00140644 0.00133138 0.00132296 0.00131078 0.00142977 0.00125001 0.00118818 0.00121123 0.00112677 0.00108633 0.00170752 0.00165029 0.00106968 0.00133344 0.00101534 0.00149089
threshold=-0.080134999999999984 0.064610000000000015 -0.52174999999999983 0.28937500000000005 0.11901000000000002 0.080455000000000013 -0.12008499999999998 -1.0000000180025095e-35 -0.082404999999999992 0.08456000000000001 -0.26719999999999994 -0.10575999999999998 -0.078669999999999976 -0.23033499999999998 0.24227500000000002 -0.015794999999999997 -0.095439999999999983 -0.27337499999999998 -0.07107999999999999 -0.51054499999999992 0.077800000000000022 0.106285 1.0000000180025095e-35 -0.08348499999999999 -0.084129999999999996 -0.060094999999999989 -1.0000000180025095e-35 -0.010284999999999997 0.076485000000000011 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 20 -8 -9 10 -10 13 23 -12 15 28 -15 18 -18 -20 21 -4 -19 24 25 -13 -24 -28 29 -14
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 12 14 16 -16 -17 17 22 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013200813713465152 -0.0011467495244894179 -0.00098371612701126797 -0.00026046305864324407 0.00066317701847417286 -0.0007988717261850556 -0.00095347397660403802 -0.00123386551947966 -0.0013196113736539754 -0.0013197305326034011 -0.0013196811077856826 -0.0010485591786018207 -0.001289948027744713 0.00054919629755622668 -0.00048055604627030105 0.0013197054666692178 -0.00024454843155817838 -0.0011825185664283806 -0.00026738862633320077 0.0011740348989718262 -0.00029492898529796504 0.0011292389636368904 0.00074895506993388099 0.0013095998454892334 -0.0013196389694416562 0.00077193489496398828 9.3057928601141484e-05 3.7122233073951213e-05 0.00098002810365114558 0.0013197685954661554 -0.00074561331627225958
leaf_weight=0.0015849414553485977 0.0019628995370837279 0.0045602447940034088 0.0046549627126211135 0.012185241753122966 0.0016387566101911952 0.0034271072493510238 0.0020531207415821475 0.0013909615096232555 0.0012613032447901231 0.0013276183495740659 0.0017303015606842101 0.0034991230411929248 0.0052701658240081875 0.003159965489203386 0.0013980877600943123 0.018076199726049694 0.001577304374837496 0.0021839147393478654 0.0016771370496826421 0.002530617711741452 0.0032407286987563575 0.0037271215769578703 0.0042162973184076699 0.0028208193631886766 0.0017798790578069648 0.0026326273602563788 0.0050756553754354172 0.0053791569764598535 0.0016250944992464156 0.0021926282920095028
leaf_count=15 64 132 54 378 18 126 560 437 180 185 32 369 153 23 38 232 24 18 9 38 49 14 93 325 40 27 51 25 37 164
internal_value=0 -4.7532e-05 -6.36093e-06 1.56427e-05 0.000489859 -5.89305e-05 -2.26418e-05 -9.81548e-05 -6.52227e-05 -4.00864e-05 -1.51355e-05 9.48835e-06 -0.000147308 0.000233287 2.90177e-05 -3.74117e-05 0.000319255 0.000430887 -0.000111067 0.000290574 0.000450713 0.000188378 0.000616899 -0.000616561 -0.000365885 -0.000696163 0.000748533 0.000522261 0.000374592 0.000168771
internal_weight=0 0.108255 0.103695 0.101732 0.013824 0.0879079 0.0844808 0.072858 0.0708049 0.0694139 0.0680863 0.066825 0.0392946 0.0275304 0.0285622 0.0271641 0.0258 0.0226401 0.00578506 0.00420775 0.0116228 0.00838208 0.016855 0.0107324 0.00791163 0.00613175 0.0146711 0.0104548 0.00908789 0.00746279
internal_count=3910 3895 3763 3699 396 3303 3177 3060 2500 2063 1878 1698 1385 313 624 586 281 258 71 47 117 68 187 761 436 396 169 76 354 317
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=158 1212 160 45 14 1 47 13 52 474 151 159 15 129 457 38 133 41 2 0 52 52 4 49 133 1 48 16 48 16
split_gain=0.001138 0.00116719 0.00109926 0.00100437 0.00162305 0.000997977 0.000915479 0.0008846 0.000883718 0.000918675 0.00110553 0.000961928 0.000919964 0.000961521 0.000949918 0.00118422 0.00124611 0.00120168 0.0013725 0.000980741 0.00157908 0.00166309 0.00127869 0.00114391 0.00145527 0.00091135 0.000876495 0.000943109 0.000859968 0.000725708
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.40446999999999994 -0.080134999999999984 0.077685000000000018 0.12730000000000002 0.11939500000000002 -1.0000000180025095e-35 -0.27466499999999994 0.080165000000000014 0.087190000000000017 0.11166500000000001 0.10043500000000001 0.085790000000000019 -0.0034949999999999994 1.0000000180025095e-35 0.10681500000000001 0.087145000000000014 0.10184000000000001 -0.066084999999999991 -0.090304999999999983 -0.081429999999999989 -0.37626499999999991 -0.069934999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.092250000000000013 -0.083564999999999987 0.099240000000000009 -0.06723999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 28 10 11 12 13 14 -10 16 17 18 19 20 -16 -22 -21 -23 -25 -11 27 -26 -5 -9
right_child=-2 2 3 4 -6 7 -8 29 9 25 -12 -13 -14 -15 15 -17 -18 -19 -20 22 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0014570125960629975 -0.0013112389673935775 -0.0009701296720818559 0.0014572872810055713 -0.0013615829368391742 -0.0011641565485238079 0.0011062617357209593 -0.00093797705313914228 0.00095475397894335089 -0.00069617484366321885 -0.00055627924331610556 0.00095932542393645421 -0.0014204495532575444 -0.00090265559004381755 -0.0011542992075043381 -0.0012604862790770214 -0.00087073597768220253 -0.0011878258846370307 -0.00123241012620671 0.00077811679448214243 -0.00020280843977638855 0.0013767401714334143 -0.0011362530648038821 0.00098825304258617669 -0.0014570100099884386 0.00080247506962478682 0.00087388139444080659 -0.00071161708132106989 -0.000261564969674369 0.0001859914361140449 -0.00021770019349274996
leaf_weight=0.0011503028026094144 0.0014324021947702539 0.0022993652885143758 0.0010651743375547076 0.0018182937864870121 0.0023291771466622526 0.0034584514486226681 0.0021029698155246015 0.0016415947405974407 0.0030759664210568962 0.0011611916060285657 0.002503833302176516 0.0010389901482312771 0.0022914315864905879 0.0013755707839657729 0.0020842083959937687 0.0022952469528547672 0.001309687891734689 0.0011106210974674005 0.009512702407018736 0.0030598599669247051 0.0018735127889897276 0.0018994934540899093 0.0051050403727544019 0.0011561539776976425 0.0055764509182960617 0.0050970122643470006 0.0016081568314838543 0.0025889197835424578 0.0013121099445818629 0.0035302118171216534
leaf_count=282 167 287 15 323 87 207 69 42 121 156 64 44 164 171 78 47 292 55 200 44 34 40 62 344 105 154 34 118 34 70
internal_value=0 -5.54143e-07 2.17006e-05 5.29491e-05 3.21492e-05 7.21909e-05 6.54313e-06 0.000535875 4.02924e-05 8.26054e-05 1.6069e-05 -3.42217e-05 -2.8589e-06 4.43964e-05 8.34178e-05 0.000144622 0.000207806 0.000259185 0.000307252 0.000127738 -7.37009e-05 9.45342e-05 0.000541893 -9.27131e-05 8.8646e-05 0.000608519 0.000271488 0.00046511 -0.000712917 0.000154451
internal_weight=0 0.0764317 0.0752814 0.072982 0.0719169 0.0695877 0.0609574 0.00863026 0.0588545 0.0557241 0.0494658 0.046962 0.045923 0.0436316 0.042256 0.0391801 0.0368848 0.0355751 0.0344645 0.0249518 0.0167869 0.0147027 0.0081649 0.0128292 0.0109297 0.0062582 0.00977353 0.00816537 0.0031304 0.00517181
internal_count=3910 3743 3461 3174 3159 3072 2753 319 2684 2327 2017 1953 1909 1745 1574 1453 1406 1114 1059 859 753 675 106 641 601 310 257 223 357 112
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=421 14 30 1374 0 3 3 14 50 132 46 40 2 151 9 0 4 2 0 15 147 48 2 16 2 43 1 16 51 48
split_gain=0.00131325 0.00140278 0.00150232 0.00126732 0.00127054 0.00173278 0.00173922 0.00190882 0.00173275 0.00167225 0.00153826 0.00148885 0.00159269 0.00141038 0.00155778 0.0021852 0.00122081 0.00151313 0.00160407 0.00134495 0.00121282 0.00153589 0.00128941 0.00162557 0.00113069 0.00111321 0.00110536 0.00147606 0.00126466 0.00104647
threshold=-1.0000000180025095e-35 0.077685000000000018 0.085915000000000019 0.098580000000000015 -0.10575999999999998 0.24227500000000002 -0.12008499999999998 -0.074139999999999984 0.11644500000000001 0.080815000000000012 0.083550000000000013 -0.083709999999999993 0.10362500000000001 -0.08373499999999999 -0.016839999999999997 -0.089879999999999974 -0.49837999999999999 0.08400500000000001 -0.017269999999999997 -0.021529999999999997 1.0000000180025095e-35 0.12862000000000004 0.097940000000000013 -0.27337499999999998 0.08400500000000001 0.10955000000000002 0.091655000000000014 -0.50763499999999995 -0.07174999999999998 -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 3 4 8 6 9 -8 10 25 20 -9 13 -13 -15 -16 -17 18 19 -18 21 22 23 -2 -25 29 27 -24 -28 -6
right_child=1 -3 -4 -5 5 -7 7 11 -10 -11 -12 12 -14 14 15 16 17 -19 -20 -21 -22 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=0.0011265541694175252 -0.00064997563741178623 -0.00075541845152835984 0.0011263026504895271 -0.0010561861786360577 0.0010673971182430905 0.0011263297385692257 0.00095526430656947645 0.00056122466421546034 -0.0010947943860307615 0.00098204852391396572 -0.0010188752681116043 -0.00091642951771260593 -0.0009379392396709047 0.0011271389709575565 -0.0011263685072621485 -0.00086421721872281419 -0.00018391626024478864 0.00028845241108748005 0.00086347349668282076 -0.0011263447026043335 0.00085247566738645231 -0.00064758817518043227 0.00071028533965384613 0.00058024026423685623 -6.1829678094636208e-05 -0.0010337731548937235 -0.00032724999928161698 -0.0010821996057560682 0.00088870045438585227 -1.0529946103087663e-05
leaf_weight=0.0012593364872941484 0.0033584006314733008 0.0032770122969498763 0.001463266762272041 0.0014840502279724879 0.0012891713644194178 0.0013904852828652272 0.0015443058585020699 0.0022739423730797617 0.001362736547228848 0.0026910734239322673 0.0012703689066881898 0.0038180995084751137 0.0054664284018119949 0.0011014711849384176 0.0031008001384844495 0.0024594516653806296 0.0054906949397803837 0.0098503327810872676 0.0012290732053088721 0.002954068305563772 0.0037009011473969613 0.0026619707046506838 0.0012145591455805516 0.0062326577281055515 0.0078733915837396751 0.0011879305884576761 0.0012603396698409606 0.0011200592432203402 0.0077941653139816927 0.010029803829795014
leaf_count=25 76 124 97 36 16 66 53 76 26 42 28 230 343 5 344 77 159 917 16 487 81 31 15 40 78 9 14 49 156 194
internal_value=0 -3.07465e-05 -6.18187e-06 -2.35867e-05 -7.23672e-06 -0.000115157 -0.000146839 -0.000271985 0.000152085 0.000176679 0.000198654 -0.000322198 -0.000378832 -0.000276968 -0.00018373 -0.000241291 -0.00011645 -2.22546e-05 -0.00033863 -0.000513588 0.000242574 0.000170953 0.00024647 5.42102e-05 0.000221864 3.38963e-06 0.000541287 -0.000149679 0.000719447 0.00011224
internal_weight=0 0.099951 0.096674 0.0952107 0.0937267 0.0558771 0.0544866 0.0392887 0.0378496 0.015198 0.0364868 0.0377444 0.0354704 0.030004 0.0261859 0.0250844 0.0219836 0.0195242 0.00967384 0.00844476 0.0352164 0.0315155 0.0288536 0.0174644 0.014106 0.0125069 0.0113891 0.00233462 0.0090545 0.011319
internal_count=3910 3885 3761 3664 3628 3034 2968 2707 594 261 568 2654 2578 2235 2005 2000 1656 1579 662 646 540 459 428 194 118 219 234 64 170 210
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=30
num_cat=0
split_feature=14 10 484 2 1 11 3 43 47 0 474 43 151 49 52 376 133 4 13 52 1 13 42 3 13 2 48 16 15
split_gain=0.000303801 0.000393982 0.000397526 0.000545007 0.000382847 0.00046984 0.000574724 0.000666989 0.000493715 0.000701746 0.000684625 0.000599866 0.0005818 0.000534687 0.000476413 0.000446092 0.000467099 0.000512172 0.000437427 0.000432408 0.000404857 0.000370048 0.000358465 0.000280257 0.000257926 0.000255893 0.000243398 0.000184383 0.000132585
threshold=0.077685000000000018 0.08302000000000001 -0.0043499999999999988 0.11203000000000002 0.12811000000000003 0.088315000000000018 -0.12008499999999998 0.083940000000000015 0.09252500000000001 -0.10783 0.084420000000000009 -0.07526999999999999 -0.051109999999999996 -0.084934999999999997 0.085520000000000013 0.048375000000000008 0.086975000000000011 0.05309500000000001 -0.07409499999999998 -0.062489999999999997 0.077800000000000022 -0.040319999999999995 0.088585000000000011 0.11265500000000002 -0.084184999999999996 0.088055000000000008 0.090530000000000013 0.057390000000000004 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 9 10 12 -10 -8 -11 19 16 17 18 24 26 -21 -6 27 -23 -15 -20 -14 -4 -13
right_child=-2 -3 4 -5 21 -7 8 -9 11 13 -12 28 14 15 -16 -17 -18 -19 25 20 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0034978886566292204 -0.0017001768106037578 0.0025976029009280276 0.003743844835912064 0.00023883843965440807 0.0028871122893617501 -0.0023725499300341511 0.0024890398475677605 -0.00073746087624668947 0.00028800336381163446 -0.0027982358196545379 0.0037549894796306909 -0.0020695032310054096 -0.0021805645287379062 -0.00074746740339689274 -0.0026910087671498579 0.0017863157679153948 -0.0030942737830643211 0.0021670841438342359 -0.00093595068456417266 -0.00047310315561967226 0.0027463162661695308 0.0015481564236013827 0.00025149966172905965 -0.0011002258648262386 0.0015935823630806548 -0.0035661252125334677 0.00024463839409729184 0.0015737155639250541 -0.0041248195040397327
leaf_weight=0.0012805829934395265 0.0017725090838180959 0.0010026405470950897 0.0018023765259886871 0.0013790367614372467 0.0015181002188082715 0.0014306909540238158 0.0018157433558059219 0.0020508214912524636 0.0016138897594715207 0.0017225588429576897 0.0011915211132986778 0.0011287128182746464 0.0012286990605989709 0.0019599444667409704 0.0010522326567916629 0.001472298042978438 0.0011685168022705916 0.0012073780919337196 0.001475039642796004 0.0010910412980891151 0.0016996744993296176 0.0015014002166680021 0.0011944659314053752 0.0012420543529287897 0.0013534781564552576 0.0010974470386747592 0.0016485159783599102 0.0010563986104301648 0.0010132202128625414
leaf_count=504 126 89 65 77 141 86 88 29 101 86 27 60 33 353 48 54 579 86 413 70 45 95 38 31 151 290 32 54 59
internal_value=0 4.44284e-05 -2.05509e-05 -0.00156036 9.09279e-05 -6.16e-05 4.49023e-05 0.00117926 -0.000232733 1.16158e-05 0.000826297 -0.00161094 0.000417482 -0.0006801 -0.000142238 -0.000305272 -0.000678004 -0.000279958 -0.000781921 0.000330932 0.00148767 0.00125325 0.00214907 0.000349144 0.000208813 -0.00205801 -0.000791031 0.00294192 -0.00304175
internal_weight=0 0.0403985 0.0393958 0.00265962 0.0367362 0.0324747 0.031044 0.00610406 0.0249399 0.0211841 0.00972743 0.00375582 0.00853591 0.0114567 0.00672016 0.0097341 0.0082618 0.00709329 0.00588591 0.00566793 0.00279072 0.00426155 0.00405324 0.00274345 0.00331342 0.00257249 0.00287722 0.00285878 0.00214193
internal_count=3910 3784 3695 581 3114 2847 2761 186 2575 2355 343 220 316 2012 228 1926 1872 1293 1207 180 115 267 157 126 504 703 65 119 119
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=45 14 30 158 156 403 124 3 3 39 132 42 1365 13 376 1373 41 4 4 160 124 49 133 15 484 4 52 16 16 453
split_gain=0.00244117 0.0028606 0.00186279 0.00180675 0.00171875 0.0015111 0.00151402 0.00268229 0.00160997 0.00160722 0.00152152 0.00160066 0.00146855 0.00142991 0.00151737 0.00162944 0.00148251 0.00168124 0.00138242 0.00182096 0.00162199 0.0016209 0.00209393 0.00188929 0.00168823 0.00189484 0.00181014 0.00211164 0.00150794 0.00136138
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 0.11015500000000002 -1.0000000180025095e-35 0.13415000000000002 -0.50873999999999986 0.30601500000000009 -0.16059999999999997 0.18016500000000005 0.10027500000000002 -0.10770999999999999 1.0000000180025095e-35 -0.5337599999999999 0.08801500000000001 0.099250000000000019 0.078385000000000024 0.40359500000000004 -0.49837999999999999 -0.51385999999999987 -0.086944999999999981 -0.085174999999999987 -0.10260499999999999 0.10363000000000001 -0.0043499999999999988 0.0066400000000000009 -0.42985499999999993 0.05259500000000001 -0.06723999999999998 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 3 4 -2 6 -6 8 -8 10 11 -10 13 -13 15 16 18 -18 -15 -20 -21 28 -23 24 25 -24 -26 29 -22 -28
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 19 20 21 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0013467545023776667 -0.0013460640362182401 -0.0010743386607237717 0.0013460499509800998 -0.0012449450864079508 -0.0013209475839835708 -0.001346076644972699 0.00048731472809476067 0.0011188999371958316 -0.00076108693063377567 0.0013466577187193766 -0.001325803549126123 -0.0012678067310792135 -0.00095904510598012989 -0.00085354206498419564 0.0010969183609218489 -0.0013464009162277488 -0.0012738561777068096 0.0002074948903234627 -0.0013462167762385588 0.0011441897229680733 4.9712074907371966e-05 -0.0013109357389278198 -0.0013462310458719712 -0.0011959766534192281 -0.0013460241698699368 0.00021679717830479534 0.00032908692368111285 0.001036033595761178 -0.00097735556721944747 -0.0012622348645558641
leaf_weight=0.0022954508767725193 0.0017218994519723188 0.0047868000554878156 0.0017986294401026717 0.0021909509517872286 0.0014914616460828247 0.0014724694176280187 0.011185860939178838 0.0040544680169460881 0.0054096105722112311 0.0014659331285145063 0.0017256219044918799 0.0015228442898660424 0.0028399982170625995 0.0026887312280869788 0.0024270806940336334 0.0015576833695121186 0.0031550587273727606 0.0024780288731562905 0.0014834383908883799 0.0029116733255847285 0.0064993213037496389 0.0015945994045303271 0.0022694782294108143 0.0015817560488819984 0.0010737084990193315 0.0036888202849283402 0.036959527725726651 0.008315185494680577 0.0043049432317658898 0.0010002591942566133
leaf_count=15 187 122 97 157 18 189 140 145 180 27 120 6 70 74 41 25 74 30 123 67 50 254 222 124 98 66 1041 63 74 11
internal_value=0 -5.38722e-05 -1.34585e-05 -3.39947e-05 -1.12949e-05 8.66326e-06 2.62101e-05 4.41187e-05 3.82189e-06 -5.19605e-05 -7.34322e-05 -5.03832e-05 -6.86831e-06 2.4755e-05 4.8191e-05 1.69836e-05 4.35286e-05 -0.000622201 9.39527e-05 0.000129492 0.000160677 0.000118118 0.000209482 0.000253652 0.000296666 -0.00037855 0.000381635 0.000421721 -0.000359522 0.000287155
internal_weight=0 0.125656 0.120869 0.11907 0.116879 0.115158 0.113685 0.112194 0.108139 0.0969533 0.0954874 0.0937617 0.0883521 0.0855121 0.0839893 0.0815622 0.0800045 0.00563309 0.0743714 0.0716827 0.0701993 0.0672876 0.0564833 0.0548887 0.053307 0.0059583 0.0473487 0.046275 0.0108043 0.0379598
internal_count=3910 3895 3773 3676 3519 3332 3143 3125 2980 2840 2813 2693 2513 2443 2437 2396 2371 104 2267 2193 2070 2003 1879 1625 1501 288 1213 1115 124 1052
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=45 14 30 3 0 39 42 124 1212 1455 1373 4 43 160 147 30 124 158 155 15 483 39 453 1348 130 42 49 151 151 403
split_gain=0.0014617 0.00211045 0.00124294 0.00120535 0.00214126 0.00133465 0.00130791 0.00116915 0.00109822 0.00111389 0.00114577 0.00120186 0.0023022 0.00123609 0.00116121 0.00115651 0.00167487 0.001299 0.00143179 0.00128515 0.00116222 0.00108288 0.00113484 0.0012052 0.000911665 0.000870829 0.00142156 0.00149669 0.00123617 0.00103941
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 0.30601500000000009 -0.18087499999999998 0.15608500000000003 -0.26552999999999999 0.11158000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099250000000000019 -0.49837999999999999 -0.52334499999999984 -0.51385999999999987 -1.0000000180025095e-35 0.085185000000000025 -0.061329999999999989 0.087355000000000016 0.088505000000000014 -0.11219499999999999 0.088030000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.084895000000000012 0.079100000000000018 0.10138000000000001 -0.086904999999999996 0.083140000000000006 0.056555000000000001 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -8 -10 11 12 -11 -13 -15 16 -16 18 20 -19 21 -18 23 24 25 26 27 -23 29 -28
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 13 -14 14 15 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012688592218839444 -0.0012685801856427072 -0.0010406473202512997 0.0012683860151734513 -0.0008317393037766196 0.0012684279419235207 0.0010228639061083361 -0.001268387455042815 0.0010054229184748604 -0.0012684230985838154 0.00065265404794251803 -0.0011306770330659017 -0.001268419384029677 -0.0012136354499076019 -0.001268564683735112 0.00077054091509265075 -0.0011646732769160291 -0.00098500750465189968 0.000321726769961864 -0.0012683852127242572 -0.0012479277779548735 -0.00088449338037773959 -0.00084720426940332826 -0.00096577090310681147 0.001202255608383776 -0.00099028896695445398 -0.00046533642370137076 -0.00068625487813462911 0.00040645200668619984 -0.00054056691033036656 0.00041590382402637255
leaf_weight=0.0013772600409538418 0.0014706429735369389 0.0033181349155242392 0.0012059307040956915 0.001093422917818998 0.0027325254890264708 0.0017930579864611209 0.0012385701214774327 0.0016185961220287473 0.0012172744595275722 0.0015491250669583678 0.0015341637365580132 0.0011796878345364794 0.0033900075991546421 0.0010725253214900468 0.0052627928874429122 0.0012153240845975679 0.0013549265580650163 0.0012850434560576218 0.001254826718178669 0.0024177325392651374 0.0018606574190513916 0.0037297465417509548 0.0013950914936913241 0.0018374566798016181 0.0010909728083008377 0.003130888236655415 0.0014315570617000608 0.0025996104649763652 0.0025431312752743898 0.035733358325166442
leaf_count=15 21 122 97 23 129 31 273 28 186 8 29 139 143 29 188 5 19 39 146 145 188 58 48 45 260 240 255 42 36 923
internal_value=0 -4.74414e-05 -1.05113e-05 -2.80305e-05 0.000668218 -5.96647e-05 -8.3217e-05 -6.16803e-05 -8.34543e-05 -6.46593e-05 -4.55968e-05 -2.34995e-05 -0.000628287 1.89341e-05 4.08753e-05 6.1485e-05 8.37504e-05 2.51364e-05 7.16632e-05 -0.000703181 0.000101316 0.000134759 0.000163122 0.000193353 0.000156468 0.000181913 0.000225931 -0.000332299 0.000314911 0.00037345
internal_weight=0 0.0925568 0.0892386 0.0880327 0.00382595 0.0842068 0.0824137 0.0809431 0.0793245 0.0780859 0.0768686 0.0753345 0.00493913 0.0703953 0.0692156 0.0681431 0.0669278 0.061665 0.0579622 0.00370278 0.0567074 0.0548467 0.0534918 0.0520967 0.0502593 0.0491683 0.0460374 0.00632936 0.039708 0.0371649
internal_count=3910 3895 3773 3676 152 3524 3493 3472 3444 3171 2985 2956 151 2805 2666 2637 2632 2444 2260 184 2114 1926 1907 1859 1814 1554 1314 100 1214 1178
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=45 14 30 30 1212 160 484 150 1 403 1373 457 151 151 52 0 4 16 49 4 1429 38 40 47 1 16 9 52 474 48
split_gain=0.00219068 0.0027531 0.00155044 0.00150814 0.0014829 0.00151791 0.00139926 0.00239038 0.00149755 0.00172507 0.00171262 0.00167266 0.0016818 0.00165115 0.00154001 0.00152466 0.00141454 0.00139468 0.00116592 0.00155733 0.00165227 0.00141504 0.00117043 0.00291343 0.00162169 0.00176013 0.0015462 0.00165846 0.00140068 0.00115673
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 0.085185000000000025 -1.0000000180025095e-35 -0.40446999999999994 -0.0043499999999999988 0.094545000000000018 1.0000000180025095e-35 -0.080924999999999983 0.09586500000000002 0.53894500000000012 -0.52174999999999983 -0.082774999999999987 -0.42985499999999993 -0.074249999999999997 -0.49837999999999999 -0.50763499999999995 0.11115500000000002 -0.37626499999999991 0.084710000000000021 0.10386000000000002 0.028705000000000001 0.13206500000000002 0.12958500000000003 -0.072359999999999994 -0.016839999999999997 -0.091329999999999981 0.085070000000000021 0.10885500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -8 11 12 -10 29 -15 17 -17 -11 19 -16 21 22 23 24 25 -21 -27 -28 -29 -14
right_child=1 -3 -4 -5 5 6 8 -9 10 15 -12 -13 13 14 18 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0013203647259174718 -0.0013196670043925456 -0.0010886458853873191 0.0013196477794182634 -0.0011563297232186928 -0.00085141344657480814 -0.00088608790543807936 -0.001319720328366328 0.0008789496130956969 -0.0011006559659065311 0.00061929302170216918 -0.0012492461571196934 -0.0012077995609518462 0.0011224267314548305 -0.0013195913731813254 -0.0011447803981549072 -0.00046215201085959075 0.00036665226424990383 -0.00064041871344781571 0.0010816919569249003 0.00045569017543889022 0.0012699219634955826 -0.0010155728886905066 0.0012423098879653319 -0.0012372541256464433 0.001109390277922568 0.0013207359854646495 0.00044478020039729076 -0.00095458901350497615 0.00068037628605203731 -0.00021777374963611863
leaf_weight=0.0020203820104143224 0.0015067141477049786 0.0044028130914721677 0.0014750076543137416 0.0020755661865905486 0.0035263122073017064 0.0061660921036650329 0.0020504444404849656 0.0017055602470463782 0.0014981005770664515 0.0018108819153610503 0.0013742917965799952 0.0013521229730031328 0.0062940940049998053 0.0011022213054481247 0.001439653437728324 0.0047795682816058607 0.014353744371483401 0.0098778994359314271 0.0028117013147266326 0.016198017008203874 0.0025965759202222207 0.0016442787257346927 0.0019065905853778977 0.0023505583976657354 0.0036756705236911094 0.0010294065355083157 0.003035747657904154 0.0062402089512368112 0.0010686183066894728 0.0013644500281770888
leaf_count=15 273 122 97 8 287 550 421 22 23 25 25 15 142 151 42 26 191 585 38 331 48 19 25 19 151 3 35 167 37 17
internal_value=0 -6.61535e-05 -2.38072e-05 -4.27093e-05 -2.02161e-05 -8.79355e-07 2.98109e-05 -0.000503655 7.65447e-05 -0.00014774 0.000205932 0.000241896 0.000278024 0.000317172 0.000220975 -6.9774e-05 0.000159614 -0.000445258 0.000259569 0.000203444 0.000252278 0.000181149 0.000236571 0.000179499 0.000286072 0.000176314 -0.000221555 -0.000375031 -0.000715542 0.000883656
internal_weight=0 0.110713 0.10631 0.104835 0.10276 0.101253 0.0977265 0.00787165 0.0898548 0.0328725 0.0569823 0.055608 0.0542559 0.0527578 0.0450992 0.0308221 0.0191333 0.0116888 0.043997 0.0411853 0.0397457 0.0371491 0.0355048 0.0335982 0.0312477 0.027572 0.011374 0.0103446 0.00730883 0.00765854
internal_count=3910 3895 3773 3676 3668 3395 3108 572 2536 1248 1288 1263 1248 1225 1066 827 217 610 915 877 835 787 768 743 724 573 242 239 204 159
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=31
num_cat=0
split_feature=51 39 47 50 1 158 4 2 12 3 3 43 13 132 48 105 9 3 3 2 1 1 42 4 52 49 4 52 151 133
split_gain=0.00033826 0.000471263 0.000462747 0.00043255 0.000568616 0.000570354 0.000556621 0.000666038 0.000437976 0.000957003 0.000545045 0.000465091 0.000591847 0.000422157 0.000385381 0.000364739 0.000385484 0.000369445 0.000342618 0.000331092 0.000679674 0.00050168 0.00031009 0.000360965 0.000309784 0.000428933 0.000368529 0.000361233 0.000318835 0.000292432
threshold=-0.40274499999999996 0.11592000000000001 0.11939500000000002 0.11772500000000001 0.087480000000000016 0.084965000000000027 -0.23071499999999998 0.12918000000000002 0.10058500000000002 0.10666500000000002 -0.115685 -0.077544999999999989 -0.003375 0.079995000000000011 0.12738500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16059999999999997 -0.084129999999999996 0.082715000000000025 0.099115000000000023 0.089455000000000021 0.088585000000000011 -0.15333499999999997 -0.074484999999999982 -0.07107999999999999 0.0033150000000000007 -0.081429999999999989 -0.0032449999999999996 0.084630000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 13 9 10 22 18 -13 15 -4 16 -8 -18 -12 20 -19 -21 23 -2 27 -26 -27 -23 -28 -20
right_child=1 -3 14 -5 6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 17 19 29 21 -22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0017870584790524158 0.0023578505574384768 0.0020498237077808674 -0.0034091452083057218 -0.0021556796629947999 -0.0022144335180468763 -0.0031453118950115341 0.0026063374333861735 0.0032535733548261251 -0.002092985330785402 0.0030343349840488382 -0.0015465452519709492 -0.0038106036890884426 -0.00062115174292536859 0.0028604876777939543 -0.00019094111889062768 -0.0018591469144996562 0.00228965831073353 -0.0032479356762213484 0.0017294710669327443 0.0029055124087042769 0.00011858773757338929 0.00082854578924428253 -0.0010735567854309638 -0.00013398788591151365 -0.0010363920259442931 -0.00013682805555636905 0.00087552910541772197 -0.0020898461536188544 0.0037664432687211512 -0.00082426348341313167
leaf_weight=0.0015300430250553268 0.0019456341816628253 0.0016233335730753131 0.0010535498361523557 0.0012447108763085626 0.0010051795826484513 0.0010323889336919514 0.0011654169233317182 0.0013713848497740591 0.0016167676525387096 0.0013621546930266968 0.0015302607432231552 0.0014789213457232506 0.0019699191489905852 0.0010364111106611054 0.0011089285752206024 0.0010151846065582495 0.0012776453989804494 0.0011184082051769522 0.0016281631694701213 0.0011842121851621812 0.0039317312509261626 0.0010706471095236481 0.0010683504721740178 0.0014907780584909576 0.001339690440886443 0.0012730771782081263 0.0010282085036976696 0.0014495415905173559 0.001200795067934024 0.0010848555740101684
leaf_count=145 46 84 46 211 147 202 86 154 218 13 318 737 176 91 62 24 44 363 75 17 139 55 42 52 28 29 47 22 52 185
internal_value=0 3.71266e-05 -4.43864e-05 5.3383e-05 0.000128355 -0.000404805 0.000550563 0.000693367 -0.000218372 5.15539e-06 -0.000333145 -0.000949565 -0.00198884 0.000499291 -0.00175884 0.000355801 0.000495992 0.00033064 -0.000104863 0.000146551 -0.000626965 0.000603641 0.000719424 0.00127685 0.000233372 0.000797294 0.00149875 -0.000850031 0.0024329 0.000708309
internal_weight=0 0.0417063 0.0400829 0.0379204 0.0366757 0.0162082 0.0204675 0.0194624 0.0151758 0.013559 0.0121969 0.00769212 0.00344884 0.018091 0.00216248 0.0170546 0.0160394 0.014874 0.00424328 0.0135963 0.00505014 0.00854617 0.00450476 0.00343641 0.00736196 0.00484177 0.00350208 0.00252019 0.002229 0.00271302
internal_count=3910 3765 3681 3573 3362 2064 1298 1151 1862 1644 1631 1491 913 997 108 906 882 796 578 752 502 250 140 98 233 156 128 77 99 260
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=30
num_cat=0
split_feature=151 4 11 484 133 0 42 160 48 42 2 52 0 51 0 151 12 14 0 2 15 0 0 2 16 0 15 12 4
split_gain=0.000336173 0.000524949 0.000497702 0.000371778 0.000395943 0.00046531 0.000484471 0.000429429 0.000501591 0.000440207 0.000403422 0.000534855 0.000402512 0.000557968 0.000430762 0.000423615 0.000367911 0.000362128 0.000331249 0.000314531 0.000323547 0.000237633 0.000456314 0.00056968 0.000336335 0.000322945 0.000269408 0.000145947 7.98627e-05
threshold=-0.40391999999999995 0.27020000000000005 0.079700000000000007 -0.0043499999999999988 0.10681500000000001 -0.017269999999999997 0.093785000000000021 -0.217635 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11043500000000002 0.09086000000000001 -0.17106499999999999 0.085845000000000019 -0.23029999999999998 -0.084129999999999996 0.084100000000000022 -0.46879999999999994 -0.10303999999999998 -0.13811499999999996 -0.15202999999999997 -0.070894999999999986 -0.10131499999999999 0.08400500000000001 -0.057604999999999996 -0.053834999999999994 0.082225000000000006 1.0000000180025095e-35 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 -5 -9 18 11 16 14 15 -11 -14 -7 -3 -10 -19 28 22 24 -24 26 -23 -17 -20 -21
right_child=1 17 -4 4 -6 6 -8 8 9 12 -12 -13 13 -15 -16 21 -18 19 27 20 -22 25 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.0022434741758770795 -0.0017630695542667078 -0.00099915879559343921 -0.0024942718943125573 -0.002305910441533649 -0.0022663737146911677 0.0032512028278242726 -0.0014976853211266599 -0.002123057099599303 0.00064158429340338324 0.00040309454549303594 0.0037652759784656872 -0.00066236427961146032 -0.0019803956866684962 0.0028865230759981368 -0.0022166843655538841 -0.0011351828045291312 0.00022445865672868478 1.9315041513546809e-05 -0.001072005237056893 0.0036488197598717295 0.00065029804160679765 0.0026380199178647644 -0.0033422256422981494 0.00045113447277704923 0.0028962439241737989 -0.0001162702738283387 0.0017064299447304082 -0.0032375656277343467 0.002166913398932891
leaf_weight=0.0010896642968267747 0.0019913992996024579 0.0011645861307325589 0.0014463599750662573 0.0014118842776058562 0.0011703997690969406 0.0017638668973472054 0.0010266799524032422 0.0016799827713942497 0.0010297148644431431 0.0026272373224855983 0.001064258599456025 0.001879203088250847 0.0010493154868225227 0.0018137411828496033 0.0016840820629795321 0.0010869951735585914 0.0010460931263054363 0.0016975259030722611 0.0010011564435679068 0.0013959617182734974 0.0015430039517809737 0.001956495920467205 0.0010214938502013382 0.0017672742004108954 0.001288714450060173 0.0010804744234516155 0.0010951911371854806 0.0010348411715346284 0.0010358774289391803
leaf_count=85 568 56 183 293 431 96 37 94 55 32 18 30 93 127 31 29 15 62 50 55 116 69 193 263 39 68 32 527 163
internal_value=0 3.22674e-05 -0.000173226 -7.01556e-05 4.00919e-05 0.000131884 0.0010611 -0.000146532 -2.83481e-06 0.000179485 0.00151771 0.00100759 0.000441352 0.000817748 -0.00062024 0.000455073 0.00212441 0.00105469 -0.00122743 0.00147636 0.00209862 0.000729965 0.000279659 -0.00093833 0.00125828 0.00165812 0.00029096 -0.0021727 0.00301758
internal_weight=0 0.0408538 0.0340169 0.0325705 0.0305791 0.0294087 0.0067801 0.0226286 0.0212167 0.0195367 0.00575342 0.00468916 0.016471 0.0121597 0.00431132 0.010346 0.00280996 0.00683696 0.00306571 0.00567237 0.00397484 0.00929664 0.00625967 0.00278877 0.0034709 0.00303697 0.00218219 0.002036 0.00243184
internal_count=3910 3825 3373 3190 2622 2191 196 1995 1702 1608 159 141 976 913 63 786 111 452 632 396 334 693 556 456 100 137 61 577 218
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=1 156 1373 47 106 39 9 50 48 4 15 4 47 151 40 0 3 15 160 43 133 13 42 43 3 42 40 149 14 13
split_gain=0.00144174 0.00123647 0.0012037 0.00124067 0.00164738 0.00172646 0.00162857 0.00162106 0.00140676 0.00195845 0.00174541 0.00173116 0.00128167 0.00121334 0.00115464 0.00114378 0.00127111 0.00104518 0.00102031 0.00128624 0.00116119 0.00101129 0.000989226 0.00104641 0.00097687 0.000872659 0.00106071 0.000872643 0.000944731 0.000854331
threshold=0.077800000000000022 -1.0000000180025095e-35 0.09586500000000002 0.086425000000000016 0.091500000000000012 0.005105000000000001 -0.016839999999999997 0.11644500000000001 0.12862000000000004 0.0057500000000000008 0.084565000000000015 -0.0010999999999999996 0.098760000000000014 0.05680000000000001 0.028705000000000001 -0.070894999999999986 0.11476000000000001 -0.053579999999999996 -1.0000000180025095e-35 -0.073139999999999983 -1.0000000180025095e-35 -0.5337599999999999 0.091955000000000023 -0.24333999999999997 0.13772500000000001 -0.089024999999999979 -0.012844999999999997 0.11234000000000001 -0.46879999999999994 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 5 7 -5 8 9 10 11 13 -8 -3 17 16 29 18 -14 -20 -21 -17 25 -24 -22 -23 -27 28 -11 -1
right_child=1 2 -4 6 -6 -7 12 -9 -10 27 -12 -13 14 -15 -16 21 -18 -19 19 20 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00037609945579243875 -0.0012937429752660392 0.00051364330697271942 -0.001108182063663395 0.0012943378379444495 -0.0010507900500102418 0.00088233061280617393 -0.00099636657540404325 -0.001187936440390129 -0.00066056302447182417 -0.00017607656980844617 -0.0012938420942877834 -0.00087291921789446267 -0.0011531704999755577 -0.00092090967398163334 0.00096458918123579348 -0.0012940437698023299 0.00030131767248602444 -0.0012939076227771822 0.00071690754067878519 -0.0012813203109440362 -0.0004371529017104053 -0.00081114396737128882 0.00023056599209706478 -0.0012938771150888464 0.00096986657558857789 0.0012940952123140811 0.00015552120681231694 -0.00031559758155902309 0.00091463619399204197 -0.0011226328654973178
leaf_weight=0.0049713063681329226 0.0010800261776395806 0.009632180798760711 0.0013421938616247067 0.0011925648693704707 0.0015610180594194381 0.0070920950568549293 0.003257515625080031 0.0013923769537864663 0.0026599689629378523 0.001514007484729519 0.0015729390785512729 0.0022873599236064067 0.0012891988380516759 0.0010993581851153076 0.0015375112961919521 0.0010164389095734796 0.0023067918057222423 0.00136012628710347 0.0032630418812296122 0.0014960392787628524 0.0022605803158626233 0.0012596193812584042 0.0013541275336592662 0.0016992134893873976 0.0013011634162012342 0.0016127393355418471 0.0090750663095136019 0.0013453866868076156 0.01087894841777981 0.0053014919754028602
leaf_count=635 100 271 28 12 28 290 74 72 22 20 346 82 66 30 12 4 13 29 48 27 45 52 16 146 16 7 143 6 261 1009
internal_value=0 7.80328e-05 0.000103002 0.000131033 0.000252671 0.000304216 -0.000163315 0.000177603 0.000238957 0.000323414 -6.62834e-06 0.000148892 -0.000273579 0.000366685 -8.53355e-05 -0.00027455 -0.000566494 -0.000232487 -8.22617e-05 8.36611e-05 -0.000324879 -4.5264e-05 3.93522e-05 -0.000617801 7.68544e-05 0.000207297 0.000327327 0.00067396 0.000781387 -0.000761364
internal_weight=0 0.0604156 0.0593356 0.0579934 0.0410356 0.0394746 0.0169577 0.0323825 0.0309901 0.0283302 0.0145918 0.0130189 0.0157652 0.0107315 0.0125077 0.0285968 0.0125796 0.0109702 0.00961002 0.00832082 0.00505778 0.0160172 0.0150008 0.00305334 0.00356174 0.0119474 0.0106878 0.0137383 0.012393 0.0102728
internal_count=3910 1885 1785 1757 1428 1400 329 1110 1038 1016 729 383 317 301 243 2025 1657 231 202 136 88 368 364 162 61 202 150 287 281 1644
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=45 14 52 160 401 457 133 484 150 1373 1 0 151 106 13 151 48 16 150 9 1 15 15 2 0 3 4 42 12 16
split_gain=0.00172613 0.00237648 0.00167277 0.00144796 0.00149599 0.00152822 0.00149162 0.00130773 0.0026194 0.0015999 0.00141364 0.00153053 0.00147122 0.00143864 0.00141109 0.00139539 0.00146566 0.00118449 0.00120681 0.00117361 0.00116 0.00167971 0.0020383 0.00125359 0.00118149 0.00138644 0.00104512 0.00140659 0.00164297 0.00101927
threshold=-0.080134999999999984 0.077685000000000018 -0.42985499999999993 -0.40446999999999994 0.10022000000000002 0.53894500000000012 -0.26719999999999994 -0.0043499999999999988 0.094545000000000018 0.099250000000000019 1.0000000180025095e-35 -0.084074999999999997 -0.52174999999999983 0.092305000000000012 -0.5337599999999999 -0.082774999999999987 0.10885500000000002 -0.50763499999999995 0.085200000000000012 -0.016839999999999997 0.11235500000000002 -0.095799999999999982 0.084695000000000006 0.099675000000000014 -0.10783 -0.016619999999999996 0.24280000000000004 0.097010000000000013 1.0000000180025095e-35 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -12 15 -13 16 -14 -9 -19 -17 21 23 24 -21 -23 -26 27 28 29 -22
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 12 14 13 -15 -16 19 -18 18 -20 20 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012943804130082035 -0.00096400012379154712 -0.0010246225540917764 -0.00086241508608338082 -0.0011495147144511002 -0.0012434191844192042 -0.0011943698213319222 -0.00085973488595312653 0.00043668158344676119 0.00091326687759954895 -0.0012323391632081643 -0.001031693724031125 -0.0012940367650864609 0.0011379934780744666 -0.00082605255180940944 0.00021975858552797262 0.0012943310078024682 -0.00030258509953885959 -0.001097934283741907 0.00012004567350945648 -0.00084960331101107116 -0.00058930125697204041 0.00083799587135959907 -0.0010549717079325668 0.00016896556810770002 0.00048629846458615191 -0.00069513514606944402 0.00092409109092907323 0.001155173327344353 -0.00096812110899948994 0.00072711155599353183
leaf_weight=0.0016141458231686548 0.0030145715086682392 0.004056105042822721 0.0030545705685298677 0.0016105154087695519 0.0014905405990122125 0.0015906163498584638 0.0055493555367940308 0.0017431590687202458 0.0018626342692869002 0.00137233422039884 0.0013495852846290282 0.0010888769320445127 0.0064709689018798144 0.0017218016802189587 0.019242033942023617 0.0018353629936846963 0.0014461354255672632 0.0048925916675104375 0.0018864295749878579 0.0047278058227675467 0.0013453081155603286 0.0070443993540720727 0.0016627412016845247 0.0035336371121559296 0.0051099400318150743 0.0024640045660362635 0.0062101128486418142 0.0021612534474684253 0.0021949657707409642 0.0036689909868172776
leaf_count=15 345 122 289 201 184 15 493 41 23 29 19 4 146 23 496 78 16 427 73 44 14 69 218 37 94 66 208 34 30 57
internal_value=0 -5.36269e-05 -1.47651e-05 1.4336e-05 4.24448e-05 6.28812e-05 8.45722e-05 0.000106513 -0.000414179 0.000152915 0.000176155 -5.42238e-05 0.000301699 0.000336575 0.000138683 0.000376711 0.000874858 -0.000514432 -0.000759001 0.000282716 0.000236442 6.11785e-05 0.000302263 -0.000413935 0.00045664 0.000101947 0.000512515 0.000239752 -3.46802e-05 0.000373925
internal_weight=0 0.105401 0.101345 0.0983307 0.0952761 0.0937856 0.0921949 0.0905844 0.00741199 0.0831724 0.0818001 0.0288531 0.052947 0.0515974 0.0203309 0.0498756 0.0079171 0.00852218 0.00677902 0.0419585 0.0401232 0.0245425 0.0162811 0.00826144 0.0146183 0.00757394 0.0155806 0.00937052 0.00720926 0.0050143
internal_count=3910 3895 3773 3428 3139 2955 2940 2739 516 2223 2194 1041 1153 1134 500 1111 162 541 500 949 871 528 447 81 229 160 343 135 101 71
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=45 14 1373 1 147 52 133 0 3 52 445 457 11 124 13 43 48 133 2 3 0 131 52 1 160 4 2 2 3 42
split_gain=0.00227767 0.00266704 0.0017703 0.00153829 0.00204827 0.00203341 0.00239479 0.00179225 0.00148364 0.00142379 0.00144872 0.00149247 0.00151166 0.00159471 0.00191509 0.0015853 0.00154613 0.00148575 0.00141904 0.0024997 0.00176153 0.00193847 0.00167585 0.00197075 0.0014202 0.00141943 0.00136699 0.00177261 0.00156071 0.00127239
threshold=-0.080134999999999984 0.077685000000000018 0.099250000000000019 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 -1.0000000180025095e-35 -0.060094999999999989 -0.084129999999999996 -0.51745999999999992 -1.0000000180025095e-35 0.53894500000000012 0.087830000000000005 -0.50873999999999986 -0.089189999999999978 0.088185000000000013 0.081315000000000012 0.085355000000000014 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 0.097135000000000013 0.0033900000000000002 0.11097000000000001 0.088785000000000017 -0.0031049999999999997 0.10393500000000001 0.099015000000000006 -0.08348499999999999 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 9 -7 8 -2 -5 -11 12 13 -12 15 -15 -14 18 20 -20 21 -16 23 24 25 -21 27 28 -10 -9
right_child=1 -3 -4 4 -6 6 -8 29 26 10 11 -13 16 14 17 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013467539506693273 -0.0012173836761664246 -0.0010779108419507666 -0.0011741458542905597 -0.001345985112884866 0.00071765422736551983 0.0011605309138368203 -0.0010819373296257018 0.00022273584221288402 0.00090408868977101054 -0.0012465501441415324 -0.0013174278459565404 -0.0013071996078017241 0.00019273093748279455 0.0010735777815451294 -0.00066742231845984496 -0.00025177591349558092 -0.0013065031621248737 0.0010774825942563018 0.0010506297099107231 -0.0012077459312237362 0.001079939268092517 0.00058587458232471688 0.00074268588966612276 -0.00099040555345078865 0.0010061354605660603 0.00023527380785201785 -0.0013460746525660247 0.00087536936752868259 -0.00079088248370787467 -0.00072892460232150337
leaf_weight=0.0021503943912648529 0.004499757822594039 0.0044094368051350577 0.0023199246745662086 0.0011897372684259713 0.009118467962494492 0.0010389701465101098 0.0050854732205607425 0.014843207020732056 0.0012237761357827273 0.0013328512164889608 0.0011198749359664353 0.0012092279284843235 0.0026874880862237651 0.0084875962689068274 0.010175118188458395 0.0020250133658130673 0.0023234488990055979 0.0030491167390138676 0.0060688362094651884 0.0017785748637777479 0.0016602760374695496 0.0028651865540894042 0.0045366708074539011 0.0040012488743172989 0.0025058718092623167 0.0040395944903934842 0.001852723107645283 0.0025353030989947456 0.0050255126666867165 0.0030718552773763
leaf_count=15 785 122 30 141 162 13 144 118 41 16 11 14 37 217 310 58 23 265 146 51 22 38 30 41 11 16 175 83 689 86
internal_value=0 -5.12177e-05 -1.06776e-05 1.40058e-05 0.000119075 3.78292e-05 -0.000701518 -0.00022854 -0.000569509 0.000111992 0.000140967 0.000172562 0.000203777 0.000271423 0.00030618 0.000818279 -0.000502427 0.000173844 0.000100626 0.000309896 -0.000225805 -0.000392051 4.32959e-05 -0.000214134 0.000159008 -0.000205848 -0.000295447 -7.38635e-05 -0.000458962 5.95568e-05
internal_weight=0 0.11608 0.111671 0.109351 0.0762986 0.0671802 0.00612444 0.0330521 0.0151371 0.0610557 0.059866 0.0585331 0.0573239 0.052313 0.0511931 0.0105126 0.00501094 0.0406805 0.0376314 0.0229308 0.0147006 0.0130403 0.016862 0.0123253 0.00832404 0.00581817 0.0106373 0.00878459 0.00624929 0.0179151
internal_count=3910 3895 3773 3743 1766 1604 157 1977 1773 1447 1306 1290 1276 1216 1205 275 60 930 665 295 370 348 149 119 78 67 988 813 730 204
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=45 14 403 30 158 1429 1373 1 159 403 147 52 33 151 52 52 42 11 52 13 4 3 16 12 42 12 15 15 15 1374
split_gain=0.00118174 0.00162868 0.0011258 0.00102639 0.0010106 0.00100162 0.000913239 0.0010582 0.00149049 0.00114718 0.00105983 0.00117333 0.00109124 0.000992203 0.000953017 0.00145713 0.00132916 0.000926342 0.00106286 0.00119691 0.00110636 0.000935907 0.000929637 0.00086529 0.00150779 0.00106333 0.000829841 0.00085021 0.000997088 0.000973379
threshold=-0.080134999999999984 0.077685000000000018 0.13415000000000002 0.085915000000000019 0.11015500000000002 -1.0000000180025095e-35 0.099250000000000019 1.0000000180025095e-35 0.073745000000000019 -0.080924999999999983 1.0000000180025095e-35 0.28122000000000008 -1.0000000180025095e-35 -0.083919999999999981 0.11401500000000002 0.10701500000000001 0.091955000000000023 0.087830000000000005 1.0000000180025095e-35 -0.086154999999999995 0.24280000000000004 0.11265500000000002 -0.19424999999999998 0.10058500000000002 -0.089024999999999979 0.090840000000000018 -0.15202999999999997 -0.11399999999999998 -0.053579999999999996 -0.095439999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -7 11 12 -9 -11 15 16 23 18 19 20 -14 26 -20 24 -15 -26 -21 -28 29 -29
right_child=1 -3 -4 -5 -6 6 -8 8 -10 13 -12 -13 17 14 -16 -17 -18 -19 22 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.001428707088192119 -0.0010613767421952013 -0.001130547248982506 -0.0014284574191940891 0.001428393544656293 -0.0012966337563455543 -0.0014284383468084541 -0.0012302417348988019 -0.0012101074111252055 0.00093897936399044677 -0.0011034387392304451 0.00073043000020551227 -0.00072811488761651054 -8.7791748613203789e-05 -0.0014284629836895371 -0.0010467511944799029 0.0013447933016536575 -0.0010792895348377888 -0.00071205111559386185 -0.00020290065929740522 0.0013190996545724015 0.001348841980297472 -0.00077822965931180596 0.0010941332105296297 -0.00098387083988511585 3.46259071775549e-05 0.00089551347646877038 -0.0011225148617366562 -0.00070247992778729696 -0.00041673243232857052 0.00066973782539035849
leaf_weight=0.0011275794547600517 0.0017099835397431642 0.0027164497565674841 0.001116159777562852 0.0010361536730911771 0.0012119823674519017 0.0014085497395162063 0.0011270222866919246 0.001229768435564437 0.0048914000402824334 0.0018416985613294292 0.0048427004525919406 0.0038341744991470241 0.0018839029903077167 0.001046077340029262 0.0016584571350355395 0.0016977831318172312 0.0021985336655672141 0.0022842827020497216 0.0015067268915345267 0.0010175741239812847 0.0026068690250440341 0.0032036172765401707 0.0044776196863267606 0.0013412700502621897 0.0078250737193528153 0.0046762105920334926 0.0012868775850023379 0.0012788602957698458 0.0046598582726353945 0.0060141093288041906
leaf_count=15 178 122 189 97 157 482 29 35 242 196 116 146 71 125 229 21 133 68 25 53 56 47 91 60 394 71 21 17 315 109
internal_value=0 -4.40993e-05 -4.70331e-06 1.68305e-05 -3.27084e-06 1.86377e-05 4.50815e-05 6.59995e-05 0.000194592 -0.000178329 0.000103853 1.78562e-05 0.0001088 -9.93148e-05 -8.85559e-06 8.27766e-05 -4.26176e-05 0.000162471 0.000233979 8.85147e-05 0.000746166 -8.06269e-05 0.000767569 0.000110463 0.000218808 0.000356648 7.61247e-05 -1.94076e-05 9.93563e-05 0.000429112
internal_weight=0 0.0776297 0.0749133 0.0737971 0.072761 0.071549 0.069839 0.068712 0.0450183 0.0236937 0.0401269 0.0352842 0.0314501 0.0222851 0.0204434 0.0187849 0.0170872 0.0302203 0.027936 0.0219517 0.00449077 0.0174609 0.00598435 0.0148886 0.0135474 0.0125013 0.0142573 0.0132397 0.0119528 0.00729297
internal_count=3910 3895 3773 3584 3487 3330 3152 3123 1412 1711 1170 1054 908 1229 1033 804 783 873 805 689 127 562 116 650 590 465 515 462 441 126
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=52 133 1212 158 1 13 0 14 47 106 9 44 133 2 13 2 484 51 457 12 13 42 49 159 49 1 16 123 16 15
split_gain=0.00134291 0.00124228 0.00123841 0.0012515 0.00139007 0.00163276 0.0013547 0.00132885 0.00106412 0.00110555 0.00189329 0.00108021 0.00102176 0.00119399 0.00143319 0.00123428 0.00110623 0.00108138 0.00113264 0.00111609 0.00125786 0.00155946 0.00134667 0.00137489 0.00109476 0.00105996 0.0010285 0.00115375 0.00108845 0.00100415
threshold=-0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.11136500000000001 0.11368000000000002 -1.0000000180025095e-35 -0.18087499999999998 0.088250000000000009 0.11002500000000003 0.092305000000000012 -0.016839999999999997 1.0000000180025095e-35 0.10681500000000001 0.097940000000000013 -0.26418499999999995 -0.13811499999999996 -0.0043499999999999988 -0.09021499999999999 -0.0015249999999999997 0.094045000000000004 0.083175000000000013 -1.0000000180025095e-35 -0.085974999999999982 0.09141500000000001 -0.081629999999999994 0.10031000000000002 -0.54165499999999989 0.083905000000000021 -0.53257999999999994 0.085950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 8 9 10 -4 12 13 15 -15 -12 -17 -18 -19 20 21 -20 -23 24 -24 -26 -16 28 -28 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 26 16 17 18 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0009296527257406735 -0.0011226580628064414 -0.0012937638649274 0.0012940961098526277 -0.0011164665364439019 -0.0002681015560096581 8.0811000327050503e-05 0.001139969588603915 -0.0012938927822233686 -0.001025168008969964 -0.0010857200165194326 0.00069792282223630857 -0.0012938086041177261 -0.00077254810341798941 0.0011226992698206381 0.0012655812670557141 -0.0012937732816193058 0.00060112513044131399 -0.0012937775656962044 -0.0012938556848610388 -0.0011905618575470157 0.00071872868861568343 -0.0012121808741470481 0.0012164714314457947 -0.0012670685555240555 -7.6469793664891121e-05 0.0010712689724223544 -0.0012075301103354518 0.0010644639780552478 0.00021371307955145684 -0.00072712460844400481
leaf_weight=0.0026056057321204298 0.0015859236408970459 0.001163112874707827 0.0020169884073268909 0.0015132263602799503 0.0014233890226336135 0.011650268234326688 0.0058160677065544064 0.0013354173831103813 0.0016230091098918811 0.0014395059370144727 0.0031410649874032892 0.0010293314581133464 0.00246778959968763 0.0030983817217702372 0.0013578703133703121 0.0013601132697926835 0.0032719333306925327 0.0014622378604656197 0.0018737605870837717 0.0015388101929421074 0.0030723885882935056 0.001548485731436954 0.001459890077057934 0.0012370730579647207 0.013099548548951574 0.0015009508611001374 0.0011745254626021008 0.0018705837178885068 0.013673843217310914 0.0022046567571436517
leaf_count=353 227 257 44 151 32 178 287 42 42 6 45 31 414 28 42 289 79 98 323 86 30 43 8 37 414 14 9 42 203 56
internal_value=0 1.22922e-05 3.24203e-05 4.98969e-05 7.02429e-05 0.00038063 0.000863121 -1.61598e-05 9.49019e-06 3.53649e-05 6.07951e-05 2.03097e-05 4.26996e-05 7.74191e-05 0.000303216 -7.53053e-05 -0.000152592 -0.000100966 -0.000186705 -0.000122798 -5.37383e-05 -0.000168282 -5.6372e-05 4.70971e-05 0.000148322 4.15193e-05 0.000178025 9.99869e-05 -5.8087e-06 8.30821e-05
internal_weight=0 0.0910101 0.0894242 0.0882611 0.0867479 0.0188897 0.00723946 0.0678582 0.0665227 0.0648997 0.0634602 0.0614432 0.0604139 0.0579461 0.0233799 0.0345663 0.0314252 0.0300651 0.0267931 0.0253309 0.0237921 0.0207197 0.0188459 0.0172975 0.0160604 0.0146005 0.0202815 0.0189236 0.017053 0.0158785
internal_count=3910 3557 3330 3073 2922 497 319 2425 2383 2341 2335 2291 2260 1846 380 1466 1421 1132 1053 955 869 839 516 473 436 428 352 310 268 259
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=45 14 403 156 158 1 157 0 0 3 2 2 3 1374 160 12 151 16 49 131 0 42 0 4 16 47 2 39 42 43
split_gain=0.00140808 0.00199079 0.00121203 0.00116244 0.00117144 0.00115773 0.00133169 0.00134245 0.00125287 0.00140995 0.00124669 0.00123424 0.00164615 0.00110946 0.00116906 0.001582 0.00120408 0.00110303 0.00165486 0.00121157 0.00158884 0.00115094 0.0011096 0.00108984 0.00104863 0.00104654 0.00120145 0.000792163 0.000785034 0.00076046
threshold=-0.080134999999999984 0.077685000000000018 0.13415000000000002 -1.0000000180025095e-35 0.11034000000000001 1.0000000180025095e-35 -0.07686999999999998 -0.017269999999999997 -0.060094999999999989 -0.084129999999999996 0.10393500000000001 0.099015000000000006 -0.08348499999999999 0.090240000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044604999999999992 -0.072804999999999981 0.27772500000000006 0.097135000000000013 -0.087359999999999979 -1.0000000180025095e-35 -0.18901999999999997 0.0057500000000000008 0.15737500000000001 0.091930000000000012 0.099675000000000014 0.005105000000000001 0.092635000000000009 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 24 13 9 -5 11 12 -11 14 15 -8 -17 18 21 20 27 -16 23 -23 -7 -24 -27 -19 -10 -30
right_child=1 -3 -4 4 -6 6 7 -9 28 10 -12 -13 -14 -15 17 16 -18 19 -20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0012194793932526777 -0.001219134632611394 -0.00096782527384838414 -0.0012191676250314656 -0.001093369993755834 -0.0010718669447145003 0.00087773153138948664 0.000659797600392262 0.00062225713179273545 0.0002129978508269416 0.00098123812471215721 -0.0012191655267677108 0.00079158498639290357 -0.00066532559183503717 -0.0010315296758345049 -0.00048087800674500111 0.00028058891476382742 -0.0010353818602431924 -0.00011929491936249599 -0.0011715096092389536 0.00078004265073803713 -0.00079806525798376102 -0.00046331865181966112 0.0010205323402466533 0.00047569645143867578 -0.0004191516913367772 -0.0002220317056041036 0.0009725605332292583 0.00096108836765854827 0.0001992513189449121 -0.0012192356503723226
leaf_weight=0.0013263664368423625 0.0011332176713962907 0.0033501845497738705 0.0012145847939537538 0.0035887172037078986 0.0014253327194366774 0.0054540486667917767 0.0015976351056465887 0.0058404176817354872 0.011558350408193977 0.0011563532729690316 0.0014561484225072974 0.0021553651347634428 0.0041075165576929303 0.0014965397857906728 0.0021528915058190981 0.001365562673450782 0.0042463131288066327 0.0041989452249140422 0.0010957171651284616 0.0017450791296482757 0.0052111513390400458 0.0030728918873137367 0.0065063888712728647 0.0045664144120962646 0.0011161717478671562 0.0029539018595414746 0.002170548581389653 0.0013274254210102754 0.0010329935676054447 0.0012309781918489202
leaf_count=15 193 122 189 716 151 118 60 213 107 36 135 67 566 30 123 33 176 62 17 38 195 26 238 71 66 27 29 31 6 54
internal_value=0 -4.58426e-05 -1.00002e-05 7.28539e-06 2.38642e-05 4.28169e-05 0.000141711 7.33268e-05 -0.000168308 -0.000448577 -0.000187858 1.45536e-05 -0.000303613 -2.41995e-08 3.65467e-05 -0.000410469 -0.000715161 0.000128622 0.000289745 -0.000162045 -0.000315155 0.000364483 0.000458928 9.798e-05 0.000657413 0.000696004 0.000283958 0.000140211 8.44197e-05 -0.000572016
internal_weight=0 0.0895278 0.0861776 0.084963 0.0838298 0.0824045 0.056118 0.0495478 0.0262864 0.0124641 0.00887538 0.00741923 0.00526387 0.0437074 0.0422109 0.00720951 0.00561188 0.0350014 0.0225188 0.0124826 0.0107375 0.021423 0.0192701 0.00763931 0.00657022 0.0116308 0.00512445 0.00552637 0.0138223 0.00226397
internal_count=3910 3895 3773 3584 3391 3240 1553 1369 1687 1520 804 669 602 1156 1126 269 209 857 531 326 288 514 391 97 184 294 56 93 167 60
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=31
num_cat=0
split_feature=52 160 1 0 52 2 13 1374 47 15 0 457 48 148 14 1 149 16 0 4 43 2 13 1 15 0 0 4 52 13
split_gain=0.000417978 0.000341502 0.000346492 0.000547979 0.000645677 0.000468846 0.000924883 0.00039683 0.000400527 0.000575627 0.00049778 0.000417944 0.000509439 0.000527286 0.000684392 0.000452292 0.000424057 0.000569463 0.00040485 0.000368691 0.000360128 0.000511383 0.000327811 0.000295774 0.000268968 0.000490442 0.000310484 0.000244198 0.000222619 0.000194456
threshold=-0.42985499999999993 -0.40446999999999994 0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 -0.10241499999999999 -0.095439999999999983 0.086425000000000016 0.085595000000000018 -0.10303999999999998 0.09037000000000002 0.085875000000000021 -0.080629999999999993 -0.46879999999999994 0.099595000000000017 0.089090000000000016 -0.077034999999999978 -0.06402999999999999 -0.49837999999999999 -0.078454999999999983 0.10113500000000002 -1.0000000180025095e-35 0.091845000000000024 -0.15202999999999997 -0.11756999999999999 -0.10131499999999999 -0.14301 -0.021309999999999996 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -4 9 11 -11 12 13 -9 -15 -14 17 -16 24 -5 27 -22 -20 -19 -10 -26 -27 -21 -25 -8
right_child=1 2 7 19 -6 6 29 8 18 10 -12 -13 15 14 16 -17 -18 23 22 20 21 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.0028544631944044207 -0.0023937422091274661 0.0011868700335745034 -0.0016744349653189253 -0.0013564131829739462 -0.0045540545753372493 0.0010257717891045952 -0.0019181694314153329 -0.0014455013048049726 0.00055210468167618597 0.0012152290209366207 -0.0030347266106584667 0.0036227355788878892 -0.0023109395236996537 -0.0013209515695120834 0.0044207915164524705 0.0010609825287987461 -0.00030000185334298058 -8.0038575647881747e-05 0.0028574571451631821 0.0037874474775647219 0.0014076198048486349 -0.0020437861776393977 -0.0004645486899356974 0.003777966293766275 -0.0034756716800266345 0.0010729371835679171 -0.0021744028456931299 0.0010271353672842716 0.00098617446363616964 -0.0045539666536203935
leaf_weight=0.0010622358066623141 0.0011667941166207943 0.0017457363190309634 0.0017650958512085415 0.0020388437459502029 0.0011253059179081593 0.0016078148824862923 0.0010023353348564976 0.0010712218300881213 0.001861223954572111 0.0010295380021938527 0.0012845629272462125 0.0014481567735487042 0.0015331532104223564 0.0011563207882083777 0.0027957715874702424 0.0017857394193168119 0.0010122811408059817 0.0012725428352222653 0.0013159416711232552 0.0010813514163601212 0.0020633444709918826 0.0015657823700356843 0.0011580698761548547 0.0014368796624122382 0.0016321254762630133 0.0014756140762983705 0.0010415040420479471 0.0017245692377727551 0.0010076777018213079 0.0013789045928215265
leaf_count=353 305 183 34 57 616 57 290 30 61 35 338 67 43 54 218 117 31 70 38 18 51 130 28 104 38 24 93 55 34 338
internal_value=0 3.66713e-05 0.000103526 -0.000443455 -0.00140022 -0.000781357 -0.00164272 0.000413213 0.000558756 0.000965379 -0.00114393 0.00130155 0.0010444 0.00156883 0.00194077 -0.000496667 0.00244197 0.00286815 -0.000248016 0.000331099 0.00086576 -8.14851e-05 0.00130245 0.00170035 -0.000886212 -0.0015314 -0.00027071 0.00209091 0.00262715 -0.00344448
internal_weight=0 0.0435842 0.0424174 0.015334 0.0068601 0.00573479 0.00398905 0.0270834 0.0253183 0.0168338 0.0023141 0.0145197 0.0130716 0.0097527 0.00868147 0.00331889 0.00752515 0.00651287 0.00848448 0.00847389 0.00643505 0.00362913 0.00247401 0.0037171 0.00601047 0.00414924 0.00251712 0.00280592 0.00244456 0.00238124
internal_count=3910 3557 3252 1795 1484 868 685 1457 1423 1141 373 768 701 541 511 160 457 426 282 311 254 181 66 208 216 155 117 73 138 628
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=31
num_cat=0
split_feature=52 480 1213 1 14 15 44 475 159 42 0 16 39 47 43 48 1 49 3 4 16 0 160 16 16 2 457 4 0 484
split_gain=0.000353262 0.000335562 0.000345789 0.000377135 0.000904907 0.000863326 0.000473507 0.000451203 0.000578531 0.000567062 0.000519111 0.000484016 0.000562588 0.000759846 0.000586326 0.00057391 0.000883211 0.000472343 0.000529925 0.00050866 0.000674592 0.000498696 0.000382723 0.000436376 0.000442235 0.000370495 0.000318995 0.000327543 0.000318523 0.000291449
threshold=-0.42985499999999993 0.086640000000000009 -1.0000000180025095e-35 0.13662500000000002 0.077685000000000018 -0.07142999999999998 1.0000000180025095e-35 -0.050754999999999995 0.11252000000000002 -1.0000000180025095e-35 0.0059850000000000016 0.41476000000000007 0.084835000000000008 0.10887000000000001 -0.072364999999999985 0.12862000000000004 0.10305000000000002 -0.084114999999999981 -0.100615 -0.51381999999999983 0.0015250000000000001 -0.032484999999999993 -1.0000000180025095e-35 -0.15168999999999996 -0.094359999999999986 0.092865000000000017 0.083995000000000014 -0.0031049999999999997 -0.10303999999999998 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 29 9 10 28 12 13 15 -14 16 17 18 -11 -19 21 22 -21 -24 -25 -22 27 -26 -9 -4
right_child=1 -3 3 5 -6 -7 -8 8 -10 11 -12 -13 14 -15 -16 -17 -18 19 -20 20 25 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0024222241326894191 -0.0019216367206815474 -0.0021471700742762704 0.00051426165278995438 0.0041251528255043073 -0.0032783664976457866 -0.00032214212382623722 -0.0025448770066255062 -0.00065740390583377711 -0.0027415678757114637 0.00073417923101845302 0.0010764601907488982 0.002994434708126742 0.0039080853343571101 -0.0029849487932693381 -0.00017529311997412786 -0.0025085448880039487 0.0020552836401063765 -0.0024954401125702047 -0.0028464789451392697 -0.0017899179374836066 0.00047006925838388112 -0.0024734835395277574 0.0020934340432412139 -0.0021362276632259131 0.0016039506251931033 0.0034344571655636337 0.0026721522997847484 -0.0014279058994012806 -0.0036780961908436504 0.003402222840903019
leaf_weight=0.0010225591775230294 0.0014001419819216756 0.0011698666419083228 0.0011627530938872468 0.0012870926030181806 0.0013402831355036051 0.0017551236960997576 0.0010569968508136176 0.0010393117567173427 0.0011514212951702065 0.0011388122547941748 0.0010603188903814953 0.0012024301281030594 0.001427298780038555 0.0012664371725623616 0.0010297973979618283 0.0011739051599146668 0.0045927299448376138 0.0010001589551720128 0.0018378540528019007 0.0011890983729405686 0.0011832180784958632 0.0011878008516532897 0.002589523152568763 0.0012333861842392831 0.0010984984210537958 0.0018211461132136009 0.0010238232968049488 0.0013525133095964228 0.0013854860952948736 0.001216299393372644
leaf_count=353 575 237 194 157 94 55 53 68 123 13 30 23 155 55 46 20 162 22 79 194 96 17 51 46 210 54 23 62 529 114
internal_value=0 3.10968e-05 9.29428e-05 0.000163808 4.83142e-05 0.00155941 0.000174191 0.000257827 0.000128932 0.000236125 -0.00133075 0.000435798 0.000318129 0.000123277 0.00219669 0.000298832 0.000453929 1.23669e-05 -0.00147659 0.000336373 0.000559755 2.95923e-05 0.000379918 0.000733472 -1.45079e-05 0.00226698 0.000738593 -6.90835e-05 -0.00238337 0.00199074
internal_weight=0 0.0423735 0.0412037 0.0398035 0.0367613 0.00304222 0.035421 0.034364 0.031985 0.0308335 0.00348512 0.0273484 0.026146 0.0236889 0.0024571 0.0224225 0.0212486 0.0166558 0.00297667 0.0136792 0.012679 0.00967464 0.00848684 0.00729774 0.00470822 0.00300436 0.00347484 0.00245101 0.0024248 0.00237905
internal_count=3910 3557 3320 2745 2533 212 2439 2386 2078 1955 627 1328 1305 1104 201 1049 1029 867 92 775 753 603 586 392 341 150 295 272 597 308
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=97 1212 156 158 133 1 14 146 0 43 40 48 3 51 1429 1373 48 52 52 4 448 48 52 15 2 48 0 0 16 1
split_gain=0.00134098 0.00121789 0.00121448 0.00115019 0.00110589 0.00118596 0.00150275 0.00137558 0.00143278 0.0013406 0.0011832 0.00129159 0.00123398 0.00121045 0.000974888 0.000987529 0.00107449 0.00136002 0.00126667 0.0017806 0.00126035 0.00123954 0.00122193 0.00102478 0.00125028 0.00171555 0.00142906 0.00161504 0.000965063 0.000902939
threshold=-0.085229999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 -0.26719999999999994 0.11327500000000001 0.077685000000000018 0.11615000000000002 -0.017269999999999997 -0.27619499999999997 -0.0087249999999999984 0.12011000000000001 0.13772500000000001 0.11355500000000002 -1.0000000180025095e-35 0.099250000000000019 -0.064549999999999982 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -1.0000000180025095e-35 0.086125000000000021 -0.0066199999999999991 0.10043500000000001 0.091985000000000011 0.10174000000000001 -0.06402999999999999 -0.13027499999999997 -0.094359999999999986 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 -3 4 -4 6 14 8 9 -7 -11 13 -13 -12 -6 16 22 18 19 -18 -21 -19 -16 24 25 26 27 28 -22 -26
right_child=1 2 3 -5 5 7 -8 -9 -10 10 11 12 -14 -15 15 -17 17 21 -20 20 23 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013730246334498208 -0.0013729559572269363 -0.0013729456158418489 -0.00096972672967202166 -0.0011726637459859499 -0.001286562843451046 -0.0012545200129879012 -0.0013730360349929734 -0.0012112671979847905 0.0013343701216464057 0.0013477465833303169 0.00066677354984845264 -0.0012481586979438694 0.00030076745459528634 -0.00079294519197864997 -0.00065676398461577518 -0.0012879970274035956 -0.0010392526986613419 -0.00098764781437689266 0.0011406490472117708 -0.0013733689450267769 -0.00019292920025305556 0.00033839094031311127 0.00099187444273225408 -0.0009645376748581583 0.00047733290650109599 -0.0013274159259675973 0.00072682970276962073 -0.00049022333487247765 0.00087625343369541987 -0.00084036164518029198
leaf_weight=0.0012562708831467253 0.0013028021207668319 0.0012626763387624243 0.0021436361519142624 0.0015939955295021227 0.0011398995607532205 0.0010431205096210752 0.0016064148613210696 0.0010490904460311859 0.0026788617492883296 0.0019683276074999876 0.0083307652802595555 0.0019053886621236424 0.0019733925715854639 0.0012285870046611089 0.001084898540590018 0.0011110829583316209 0.0029259656079432114 0.0047920230481857109 0.0019023876646144791 0.0011173394140726592 0.0029108668742310329 0.0018383141172479966 0.003869348321444476 0.0016301813722634497 0.017943317103661371 0.001880924673757888 0.0045002527532176642 0.010034960194532427 0.0035094540526188064 0.0010367588363351379
leaf_count=45 282 197 204 161 129 11 83 6 109 132 188 25 26 21 62 24 61 339 32 26 36 46 71 52 418 54 49 986 23 12
internal_value=0 -5.5092e-05 -3.60177e-05 -1.69967e-05 4.13941e-06 2.86961e-05 -6.17632e-05 0.00031936 0.000403306 0.00025168 0.00035366 0.000208052 -0.000460118 0.000479168 -2.84481e-05 -5.34982e-06 1.80217e-05 -3.61723e-05 4.21986e-05 -1.80393e-06 6.63124e-05 -0.000619993 0.00063085 0.000103337 0.000144968 -7.14491e-05 4.12839e-05 -0.000146202 0.000391504 0.000405356
internal_weight=0 0.091315 0.0900122 0.0887496 0.0871556 0.0850119 0.0648344 0.0201775 0.0191284 0.0164496 0.0154065 0.0134381 0.00387878 0.00955935 0.063228 0.0620881 0.060977 0.0560227 0.0493924 0.04749 0.0445641 0.00663034 0.00495425 0.0434467 0.0418165 0.0228365 0.0209555 0.0164553 0.00642032 0.0189801
internal_count=3910 3865 3583 3386 3225 3021 2503 518 512 403 392 260 51 209 2420 2291 2267 2134 1749 1717 1656 385 133 1630 1578 1148 1094 1045 59 430
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=45 14 30 403 156 158 1 157 0 3 2 52 156 30 0 1374 150 1374 11 403 43 151 39 160 16 16 38 39 51 133
split_gain=0.00136874 0.0016761 0.0012296 0.00117416 0.00116273 0.00117812 0.00111355 0.00141494 0.00134647 0.00148899 0.00140549 0.00115415 0.00111062 0.00114177 0.00141393 0.00116993 0.00144183 0.00185258 0.00140515 0.00128416 0.00126146 0.00115431 0.00119191 0.00118959 0.00122764 0.00104168 0.000936608 0.00114667 0.000925936 0.000857466
threshold=-0.080134999999999984 0.064610000000000015 0.085915000000000019 0.13415000000000002 -1.0000000180025095e-35 0.11015500000000002 1.0000000180025095e-35 -0.077044999999999988 -0.060094999999999989 -0.084129999999999996 0.10393500000000001 -0.089799999999999977 0.11896500000000002 0.085185000000000025 -0.017269999999999997 0.090240000000000015 0.082085000000000019 -0.094679999999999986 0.088315000000000018 -1.0000000180025095e-35 -0.27619499999999997 -0.0095999999999999992 0.005105000000000001 -0.217635 -0.50388999999999984 0.099280000000000021 0.087760000000000019 0.005105000000000001 0.14276500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 9 -6 11 -11 13 14 15 16 18 -18 19 -9 -21 22 -22 -23 -25 -8 27 28 29 -26
right_child=1 -3 -4 -5 5 -7 7 12 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0012438673469162287 -0.0012435221368962152 -0.00082878364975203119 0.0012435101213688188 -0.0012435695881163312 -0.0011113105758977378 -0.0011076594967030545 0.00089812734254808167 -0.0012369782176152619 7.9919397111808828e-05 -0.0007867894005787378 -0.001243569199513917 0.00030430779017378624 -0.0011131263735724168 -0.001020405697658914 0.000758427095430884 -0.0010055561098232973 -0.00041236100683865012 0.00075500469821638226 -0.0010365199749728404 -0.0012437010332270665 -0.00081429732365369842 -0.0009046699490280793 0.00071434200059515443 0.0012436531441226716 -0.00064158758367493672 -0.000370336983046371 -0.00086931779223403921 0.001102769568252823 -0.00087520507018236382 0.00038773926148279376
leaf_weight=0.0013072888473288904 0.0011524543398353506 0.0039624653954248848 0.0012081191156170226 0.0011952004260100671 0.003821738664310897 0.0014247417050574631 0.0055346062200243287 0.0011986404178827561 0.015913943791524339 0.0020141112367877429 0.0016291405226862574 0.0058604294719126742 0.0012130315178850984 0.001386483785154268 0.0048738454770784747 0.0015607223453457655 0.0027880554160759638 0.0085408473308632438 0.0020943952652601175 0.0010670928289755457 0.0032777962756185266 0.0012672506379303164 0.0010385264208707667 0.0020693540442664358 0.0014153762465483064 0.0012220021830842143 0.0011208766397885475 0.0023779693835450635 0.0012024324041703957 0.010794262261249809
leaf_count=15 193 132 97 188 714 150 105 183 167 103 135 566 70 7 135 30 26 198 32 11 84 94 17 31 74 64 13 58 10 208
internal_value=0 -3.72601e-05 -2.51307e-06 -1.94165e-05 -2.76384e-06 1.37274e-05 3.24614e-05 0.000135091 -0.00016425 -0.00045585 -0.000192268 2.52323e-05 6.19379e-05 9.15879e-05 0.000124611 5.07325e-05 9.16879e-05 0.000467715 -5.55937e-05 2.09803e-05 7.98092e-05 0.000137305 -0.0004465 0.000261759 0.000339637 0.000668713 0.000229015 0.000306981 0.000165888 0.000268417
internal_weight=0 0.0942259 0.0902634 0.0890553 0.0878601 0.0867077 0.0852829 0.0560436 0.0292394 0.0133254 0.00950368 0.00787454 0.049287 0.0480739 0.0466874 0.0418136 0.0402529 0.0113289 0.028924 0.0268296 0.0256309 0.0245638 0.00431632 0.0202475 0.0189803 0.00675661 0.0169109 0.01579 0.0134121 0.0122096
internal_count=3910 3895 3763 3666 3478 3285 3135 1450 1685 1518 804 669 1281 1211 1204 1069 1039 224 815 783 600 589 101 488 394 169 363 350 292 282
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=45 14 30 1429 1212 124 3 1455 375 124 151 1348 15 484 30 155 1374 123 1 11 3 160 15 133 49 133 42 1375 1 47
split_gain=0.0014824 0.00199089 0.00159153 0.00125972 0.00124655 0.00123233 0.00229166 0.00132807 0.00127511 0.00151269 0.00144157 0.00179477 0.00156651 0.0017462 0.00143258 0.00145036 0.00147237 0.00144669 0.00169535 0.00164532 0.00163668 0.00170441 0.00168416 0.00161524 0.00156992 0.00205046 0.00195748 0.00165009 0.00133583 0.00156018
threshold=-0.080134999999999984 0.064610000000000015 0.085915000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43954999999999994 0.30601500000000009 -1.0000000180025095e-35 0.087245000000000017 -0.086804999999999979 -0.52174999999999983 0.090050000000000005 -0.46673499999999996 -0.0043499999999999988 0.085185000000000025 0.098655000000000007 0.086000000000000007 0.13456000000000004 0.12730000000000002 0.088315000000000018 -0.12008499999999998 -0.089989999999999987 -1.0000000180025095e-35 0.11253500000000001 -0.091004999999999989 -0.088724999999999984 -0.10770999999999999 0.081685000000000021 0.099370000000000014 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 -11 12 -12 -14 15 16 17 18 19 20 22 -22 -15 24 -23 -26 -27 28 29 -28
right_child=1 -3 -4 4 5 6 -8 8 -10 10 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011045028807763594 -0.00082792573354595735 -0.00079462521804819514 0.001104220878106016 -0.0011042226847161321 -0.0010699486234870222 -0.0011042528390197504 0.00098336228683395719 0.00072692714668277491 -0.0010267453320496039 -0.0010572618146391431 0.00096508430884162844 0.0010675426102870205 -0.00067529512670865823 0.00098859692903282984 -0.0010022893620268859 -0.0011042384572535564 -0.00084537416059031478 -0.00092053201725366557 0.00063770477590098366 -0.0007139172513749726 -0.00072959678160032949 -0.00051199382801546617 0.00015742652302592959 -0.0010670287981475379 -0.00099418947432920323 -0.0010313445603814706 0.00026705679832954494 -0.00095522730367610413 0.00075127374999761187 -0.0011042970060002075
leaf_weight=0.0013854375870323557 0.0023653466295061589 0.0041516763635254242 0.0015266295259088727 0.0012590631274069777 0.0012914716378418225 0.0013428594071802627 0.0028948162274886604 0.0035281784317078282 0.0014465347501655393 0.0015750493774504539 0.0019406064535090186 0.0019082413627558017 0.0049353473668327643 0.0043340607584241306 0.0016927953183767377 0.0013619721716651148 0.0021939366493199932 0.0017436703561770619 0.0064346868826987693 0.0033186781568019788 0.0037371230885545606 0.0046883252694129842 0.0094570756230041159 0.001527058875271158 0.0017648186230974075 0.0014468785909507167 0.023796913577717418 0.001266996216557458 0.007118348487011871 0.0010563026778065412
leaf_count=15 178 132 97 271 21 180 146 71 35 63 64 34 479 57 3 115 55 18 101 33 291 70 66 311 264 66 512 31 98 33
internal_value=0 -4.49864e-05 -1.47567e-05 -3.1599e-05 -1.25847e-05 1.46849e-06 1.58057e-05 -1.41131e-05 1.75168e-06 1.81318e-05 -1.05141e-05 8.71832e-06 -1.53881e-05 -3.86273e-05 2.2122e-06 2.481e-05 4.56226e-05 7.28895e-05 9.76539e-05 4.29394e-05 8.46672e-05 -1.45893e-05 0.000418634 4.80389e-05 8.94301e-05 0.000166787 0.000225858 0.000280584 0.000329558 0.000208772
internal_weight=0 0.107105 0.102954 0.101427 0.0990618 0.0978027 0.0965113 0.0936165 0.0922736 0.0908271 0.0872989 0.0857238 0.0838156 0.081875 0.0769396 0.0752468 0.0738849 0.0716909 0.0699473 0.0635126 0.0601939 0.0464028 0.0137911 0.0426656 0.0411386 0.0364503 0.0346854 0.0332386 0.0319716 0.0248532
internal_count=3910 3895 3763 3666 3488 3217 3196 3050 2870 2835 2764 2701 2667 2603 2124 2121 2006 1951 1933 1832 1799 1676 123 1385 1074 1004 740 674 643 545
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=1212 45 14 1456 1455 1429 147 4 480 1348 11 158 1374 457 1210 156 48 403 159 133 106 31 375 4 51 376 15 52 43 4
split_gain=0.00190422 0.00179197 0.00277856 0.00177143 0.00170361 0.00170886 0.00168538 0.00211032 0.00190259 0.0016625 0.00273721 0.00191528 0.00188662 0.00174602 0.00148708 0.00144833 0.00167368 0.0018192 0.0018364 0.00171063 0.00177549 0.00146522 0.00138206 0.0013948 0.00162301 0.00206324 0.00163211 0.00173602 0.00141964 0.00216018
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.064610000000000015 0.097795000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50541500000000006 0.08456000000000001 0.089175000000000018 0.088315000000000018 -0.26992499999999992 0.090240000000000015 0.53894500000000012 -0.08126499999999999 0.11386000000000002 0.097140000000000018 -0.092224999999999988 0.10916000000000002 -0.26719999999999994 0.092305000000000012 -1.0000000180025095e-35 0.087245000000000017 0.27020000000000005 -0.09021499999999999 0.048375000000000008 -0.11739999999999999 -0.16207999999999997 -0.18906999999999999 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 13 14 -13 16 17 -16 19 -19 21 -21 23 24 -23 26 -26 -28 -29 -30
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0013730333222653677 0.0013733245407910046 -0.0012800988093465068 -0.0010127691599166897 -0.0011921360273244165 -0.0010858019132241048 -0.0011789803718789851 -0.0013731506329795092 0.0010872622334246796 -0.001347459306625678 0.0012021459803054214 -0.00089449486825448645 -0.0013732441401347396 -0.0010999285421547037 -0.0013341514216818669 -0.0013609320909566719 -0.0013161365271738023 0.00061214075368705206 -0.0013730506817940279 -0.0011465315686413628 0.0013734219557355049 -0.0010932731098686919 0.00071557019556847993 -0.0013369372341348257 0.00096280552030506982 -0.00093202584409632448 0.00093528087172734594 -0.0013099189563942444 0.00067045431736862445 -0.0013633070783760609 0.00010011283541164473
leaf_weight=0.001999396690105292 0.0017094780077968599 0.0018639957745216753 0.0053239766033144056 0.0023061139988200799 0.0024781608417230308 0.0020141496319610033 0.0016336076983201045 0.0038489378259143328 0.0017979400688794547 0.0024176874687213959 0.0054779612388529122 0.0011532593886371947 0.0023143123567663784 0.0014638518296123939 0.0015119290312659564 0.0011806807517800158 0.016439336673395033 0.0012901882410889512 0.001976476780896518 0.0021457840527574481 0.0018862611159420331 0.0095069333522790345 0.0010560707653013415 0.0047568218212177263 0.0032064130583542285 0.0050638023250257893 0.0016315825056025792 0.0076414805040805325 0.0020108388317509876 0.034835182719184871
leaf_count=282 15 177 121 102 167 36 67 213 193 40 75 115 56 14 317 57 265 150 78 51 6 131 19 90 41 55 66 68 19 824
internal_value=0 -2.31347e-05 -4.1465e-05 -6.54906e-08 2.23568e-05 4.24643e-05 6.6107e-05 8.76799e-05 5.34505e-05 7.62239e-05 5.10616e-05 0.000101495 0.000125329 0.000154043 0.000176434 0.000195023 0.000213812 0.000130416 0.000159696 0.000194105 0.000221524 0.000256039 0.000221643 0.000245619 0.000192227 0.00010075 1.50758e-05 8.09227e-05 0.000131932 2.0248e-05
internal_weight=0 0.131943 0.130234 0.12491 0.122604 0.12074 0.118261 0.116247 0.112398 0.1106 0.108183 0.102705 0.101071 0.0987569 0.097293 0.0961398 0.0949591 0.0785198 0.0770078 0.0750314 0.0737412 0.0718549 0.0697091 0.0686531 0.0638962 0.0543893 0.0493255 0.0461191 0.0444875 0.036846
internal_count=3910 3628 3613 3492 3390 3213 3046 3010 2797 2604 2564 2489 2422 2366 2352 2237 2180 1915 1598 1520 1370 1364 1313 1294 1204 1073 1018 977 911 843
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=45 14 1429 1212 1455 151 4 11 480 403 51 15 48 457 2 124 1 1373 2 3 0 1 15 123 0 3 3 1 13 13
split_gain=0.0013805 0.00186886 0.00134331 0.00130033 0.00125573 0.00118322 0.00154374 0.00155733 0.00148113 0.00141442 0.00135863 0.00142667 0.00139646 0.00131305 0.00118791 0.00117707 0.00124898 0.00174355 0.00185042 0.00241173 0.00196823 0.00149335 0.00141325 0.00122416 0.00109018 0.00130465 0.00108694 0.00119205 0.00107333 0.0012152
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.080455000000000013 0.08456000000000001 -0.092224999999999988 0.11024000000000002 -0.22917999999999997 -0.064549999999999982 0.53894500000000012 -0.14847999999999997 -0.50873999999999986 1.0000000180025095e-35 0.089210000000000025 1.0000000180025095e-35 0.082730000000000012 -0.017269999999999997 0.095575000000000007 -0.091274999999999981 0.10400500000000001 -0.071339999999999987 0.14320000000000002 -0.078244999999999995 0.10956 -0.5337599999999999 -0.45122499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 -8 -13 15 -14 -11 22 18 20 -20 21 -18 -17 -23 -21 -26 -16 -28 -24 -30
right_child=1 -3 3 4 5 6 10 -9 -10 13 -12 12 14 -15 26 16 17 -19 19 24 -22 23 28 -25 25 -27 27 -29 29 -31
leaf_value=0.0013463794842654192 -0.0010496726620723817 -0.0010241977916332233 -0.0013460520535451745 -0.0012460301457725997 -0.0011115531142771775 -0.001345996561264376 0.0012820226692000568 -0.00096257042301262129 -0.0013460485255415654 -0.0013205317594568774 -0.00052813810217349725 0.0013460640516453741 -0.0011717146935273106 -0.0013148870106690026 0.00099903650874757425 -0.0013460678165948586 -0.0011691291775742256 -0.0011242766973692463 0.0011494165987324498 0.00040630505604302795 0.0013462537425371051 0.00014678626047026522 -0.0013463099795562078 -0.0012772947228137667 -0.0013461342501132527 0.00059509344334461665 -0.0013461825700875609 0.00065546016441734006 0.00088930298534158861 -7.8018210539739123e-05
leaf_weight=0.0012724110924864354 0.0022805712405209446 0.0035448990147095563 0.0012902248088115789 0.0014096942994070707 0.0016043071272946454 0.0012975387043594458 0.0041782390721785143 0.0030480872487999014 0.0014111473416935629 0.001045531489126005 0.0020760521724696454 0.0017412957585634103 0.0012818049422094191 0.0012148521200288078 0.0020876912280982651 0.0015719422525002349 0.0023941084483567457 0.0015719784397560934 0.008190089637068354 0.01300302830838973 0.0016662370217019893 0.010452382058478094 0.0010751936788437879 0.0012212726942379968 0.0015285259520965164 0.0010635927765676456 0.0010977358139712115 0.0010588899304764254 0.0026427630618854883 0.021431515816492608
leaf_count=15 180 122 273 182 64 389 256 84 217 17 20 66 7 14 30 192 233 29 137 122 45 173 4 7 43 25 27 23 9 905
internal_value=0 -6.45018e-05 -2.90405e-05 -4.18749e-06 1.45566e-05 3.4094e-05 5.46641e-05 -2.00423e-05 1.94306e-05 4.6429e-05 0.000473618 0.00065532 0.000295012 7.22125e-05 -3.61777e-05 9.66849e-05 0.000118535 0.000265836 0.000321131 0.000558008 -3.69584e-05 -0.000200791 -0.000107978 -2.19803e-06 0.000247419 -0.000549614 0.00030676 -0.000363388 -3.05921e-05 2.81698e-05
internal_weight=0 0.0994812 0.0959363 0.0936557 0.0923655 0.0909558 0.0893515 0.0758298 0.0727817 0.0713706 0.0135217 0.0114457 0.00726742 0.070073 0.00552612 0.0688582 0.0678126 0.0410912 0.0395192 0.0237852 0.015734 0.0140678 0.0267214 0.0116737 0.0155951 0.00259212 0.00424432 0.00215663 0.0251495 0.0240743
internal_count=3910 3895 3773 3593 3320 3138 3074 2645 2561 2344 429 409 153 1955 87 1941 1924 814 785 327 458 413 1110 180 190 68 80 50 918 914
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=146 147 1456 1212 14 156 11 457 1373 151 1 445 403 151 13 42 43 42 156 4 11 123 480 38 482 0 151 16 15 0
split_gain=0.00148214 0.00180451 0.00155748 0.00133953 0.00121251 0.00121401 0.00122686 0.00120681 0.00122766 0.00117921 0.00117625 0.00130683 0.00130661 0.00133422 0.0012108 0.00122988 0.00131528 0.00131142 0.00119419 0.00138346 0.00134178 0.00134516 0.00126528 0.00122266 0.00127274 0.00118567 0.00142152 0.0014387 0.00103357 0.00117539
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088250000000000009 -1.0000000180025095e-35 0.10600000000000001 0.53894500000000012 0.099250000000000019 -0.084019999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -0.080924999999999983 -0.083919999999999981 -0.5337599999999999 0.091955000000000023 -0.11652999999999998 -0.089024999999999979 0.11896500000000002 0.50657000000000008 0.088315000000000018 0.13456000000000004 0.086640000000000009 0.11976000000000002 0.087265000000000009 -0.070894999999999986 -0.081989999999999993 -0.50763499999999995 0.035895000000000003 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -3 12 -12 -7 -14 -15 17 -17 -16 19 20 21 22 23 24 28 26 -19 -28 -13 -30
right_child=-2 9 3 4 -6 6 -8 -9 -10 -11 11 18 13 14 15 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00087478070396495927 -0.0011248162571830199 -0.00028874122309810056 -0.0012435326595873928 -0.0012435295803395728 -0.0011627917917791187 -0.0012435470769375572 -0.0011704997653749162 -0.0011994669322401643 -0.0010653749873811285 0.00095670695948944838 -0.0011628772637838334 0.0004940080044387896 -0.00098640287265055701 -0.0012437892888087104 -0.00086671172909479305 0.00025213044373582514 -0.0012435664721680423 0.0012294910913222394 -0.00083843840579144596 0.001243593413945983 -0.00062219343297066458 -0.0010508205610977183 -0.00087889441642609572 -0.00098825955635712358 -0.00091226034264885257 0.00060492377462065662 0.00086449264815985306 -0.0005761807884237946 0.0004907746647721486 -0.00075695045025831224
leaf_weight=0.0034387986483359603 0.0018780596437863997 0.0015767326366358247 0.0013651348107652774 0.0011651051312195895 0.001369016236559161 0.0014999163662832151 0.0012858316944175377 0.0011712271198121007 0.0014413101506676176 0.0046180387135166248 0.0010599778714492905 0.034648350298091657 0.0021570539498467758 0.0010925249225692815 0.0015666328358669981 0.0016675290753198624 0.0019985196060927626 0.001144203199295645 0.0015608832175679757 0.0021419272919409585 0.0027426436637938414 0.0011534980163787614 0.0013408934596910163 0.0010318481542412874 0.0011408737069515942 0.0098813518789455795 0.0013561113333366718 0.0051110333294044344 0.0023494275700670642 0.0023201016518834541
leaf_count=365 11 42 282 152 52 461 24 14 27 106 16 606 166 4 149 15 170 11 82 196 39 13 50 11 49 82 12 403 40 260
internal_value=0 -9.47866e-06 -5.40627e-05 -2.1534e-05 -1.99967e-06 1.69122e-05 3.46347e-05 5.363e-05 7.1883e-05 0.000639708 9.26408e-05 0.000203497 -0.000115115 -4.99539e-05 3.48551e-05 9.6326e-05 -0.000563238 0.000223193 0.000232217 0.000266413 0.000221621 0.000274236 0.000309921 0.000348341 0.00038243 0.000320804 -4.80524e-05 -0.000274082 0.000419997 -0.00012917
internal_weight=0 0.0963965 0.0902017 0.0867629 0.0853978 0.0840288 0.0828637 0.0815778 0.0804066 0.00619477 0.0789653 0.0514904 0.0274749 0.025975 0.0238179 0.0227254 0.00366605 0.0190593 0.0504304 0.0488696 0.0467276 0.043985 0.0428315 0.0414906 0.0404588 0.0174927 0.00761135 0.00646714 0.0393179 0.00466953
internal_count=3910 3899 3751 3386 3104 3052 2900 2876 2862 148 2835 1362 1473 1012 846 842 185 657 1346 1264 1068 1029 1016 966 955 508 426 415 906 300
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=31
num_cat=0
split_feature=51 124 1 12 2 42 42 12 132 133 13 47 47 47 50 4 4 52 2 16 151 0 16 2 43 52 3 49 16 4
split_gain=0.000394674 0.000530023 0.000420004 0.000685417 0.000505982 0.000508211 0.000764832 0.00057525 0.000462153 0.000486213 0.000481527 0.000577741 0.000639188 0.000485715 0.000735991 0.000819472 0.000862849 0.000807798 0.000731465 0.000469461 0.000485197 0.000376555 0.000375701 0.000355451 0.000317192 0.000501457 0.000255796 0.000209136 0.000205477 0.000182589
threshold=-0.40274499999999996 0.10385500000000002 0.077800000000000022 0.10058500000000002 0.091985000000000011 0.085075000000000026 -1.0000000180025095e-35 0.085665000000000005 0.080815000000000012 0.085625000000000021 -0.094679999999999986 0.084155000000000021 0.11043500000000002 0.09252500000000001 0.10625000000000001 0.0057500000000000008 -0.0010999999999999996 -0.092854999999999979 0.092745000000000008 -0.53257999999999994 -0.07299499999999999 -0.10783 0.22945500000000005 0.087005000000000013 -0.013049999999999997 -0.07125999999999999 -0.084129999999999996 -0.006494999999999999 -0.057604999999999996 -0.014549999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 23 6 -6 -8 9 10 11 29 -13 14 15 16 17 -12 27 -17 -21 -15 -7 26 -22 -26 -2 -19 -27 -4
right_child=1 -3 8 -5 5 22 7 -9 -10 -11 13 12 -14 21 -16 19 -18 18 -20 20 24 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0015970409544494662 -0.001297934461098976 0.0019292983901024836 0.0010658226926683683 -0.0026021419372426213 -0.0014320928894304657 -0.0022821081518898979 -4.0708855042232612e-05 0.0023627442338687659 0.001880313746474476 0.0021918613096188317 -0.0020072353429670133 -0.001919550033671787 0.0016132240420493938 -0.0022782894930044252 -0.0025433433876144921 -0.00051716686763902378 -0.0030521982762577171 0.00034828017243461831 -0.0015599978343062309 0.0030303706959417813 -0.00074599931904496797 -0.00024542902722675869 0.00041200023403458602 -0.0022065387518868233 -6.728612903766275e-05 0.0013574344640307342 0.00055945093828865659 0.0019304968043825719 0.0032404097476179368 0.0029129019631220446
leaf_weight=0.0016292381486224796 0.0016229873500875902 0.0015056200922831655 0.0010034778547645118 0.0014575585708714875 0.001286214840907185 0.0012093311642569216 0.0017356677008448784 0.002678756732450438 0.0016205137120017801 0.0011184292258574749 0.0017293883351032742 0.0011332266701309379 0.0010376715205921982 0.0018974342898516738 0.0011032322605446501 0.0019299690819849502 0.0012346801598806011 0.0014617174423676689 0.0012655494951196999 0.0013687073148815898 0.0010460638534013356 0.00195843858624034 0.0010002886375413134 0.0018207441899544818 0.0017742466086048125 0.001374646784547906 0.0015173920187372411 0.0022338734851672379 0.0011061557320033444 0.0012984747356776785
leaf_count=145 411 42 72 276 161 226 28 30 172 258 196 25 34 58 82 56 75 53 48 23 69 126 49 546 25 46 211 224 25 118
internal_value=0 3.26318e-05 -3.37405e-05 -0.000488457 -0.000249102 0.000261543 0.000774752 0.00141775 0.000193316 9.23463e-05 1.88274e-06 0.000972662 -0.000230913 -0.000200227 2.84692e-05 0.000200167 -0.000554239 -9.32618e-05 0.000573924 0.000895396 0.00130413 -0.00124578 -0.00106249 -0.0010633 0.000858432 0.00125287 -0.000400469 0.00130468 0.00219703 0.00210771
internal_weight=0 0.0445305 0.0430248 0.0143289 0.0128714 0.00791026 0.00570064 0.00441442 0.0286959 0.0270754 0.025957 0.00447285 0.0021709 0.0214841 0.0176282 0.016525 0.00792521 0.00669053 0.00496114 0.00859979 0.00666982 0.00385587 0.00220962 0.00496112 0.00530111 0.00425505 0.00314038 0.00369559 0.0024808 0.00230195
internal_count=3910 3765 3723 1938 1662 494 219 58 1785 1613 1355 249 59 1106 922 840 596 521 325 244 188 184 275 1168 165 96 622 277 71 190
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=158 1212 30 45 14 156 1 403 160 1373 0 3 3 453 147 158 33 0 457 1429 11 15 156 38 124 483 123 15 0 2
split_gain=0.00127016 0.00129942 0.00119942 0.00114563 0.00159273 0.00113198 0.00107567 0.0012034 0.00131365 0.00118938 0.00118474 0.00119698 0.00122213 0.00111524 0.00119645 0.00138601 0.00117162 0.00108733 0.00100337 0.00103218 0.00101212 0.000980065 0.00133678 0.00119448 0.00131339 0.00116149 0.00115212 0.000931648 0.000883489 0.000900924
threshold=0.11034000000000001 -1.0000000180025095e-35 0.085915000000000019 -0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.07955000000000001 -0.51385999999999987 0.09586500000000002 -0.060094999999999989 -0.084129999999999996 -0.08348499999999999 0.10963500000000002 1.0000000180025095e-35 -0.25545499999999993 -1.0000000180025095e-35 -0.084664999999999976 0.51789000000000007 -1.0000000180025095e-35 0.088315000000000018 -0.26361999999999991 0.090135000000000007 0.10386000000000002 -0.079729999999999981 0.0015150000000000003 0.10400500000000001 0.094945000000000015 -0.23821499999999998 0.114165
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 -8 13 11 -7 -13 14 15 -10 -17 -16 19 -18 21 -21 23 24 -23 26 28 -14 -26 -30
right_child=-2 2 -4 4 -6 6 7 -9 9 -11 -12 12 27 -15 17 16 18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0014284291130626007 -0.0012548506813417888 0.0014287354900392954 0.0014284064648852387 -0.0014283958261459603 -0.0010740053334859312 -0.0012638611343573285 -0.0014284419034833531 0.0012822526246959222 -0.0014284986656379203 -0.0012249706839107036 9.4969582272956635e-05 0.00112105385351412 -0.00073540021504874713 -0.0012535199671131583 0.001268532650968014 -0.0010243755235612453 -0.00095531199494867209 -7.2504103458842034e-05 -0.0011654483617505964 0.0010752488214511901 -0.00057136863910665979 0.0014284953760995418 -0.0010104616104987876 -0.00092105200544409678 -0.00083344593250498679 -0.0010822045776971074 -0.00095048600576167765 0.00054273494159106251 0.00042850382530343703 0.0013652135880701766
leaf_weight=0.0012583606710725439 0.0016450842061201945 0.0011498097196636073 0.0012396373608289926 0.0010705496279910234 0.0027576068744998841 0.0032678072219278721 0.0010892709065473119 0.0018955900084911539 0.0011169256538892105 0.0012390415602396834 0.013187625661707619 0.0011542480004833556 0.0055092700513168546 0.001065100725895717 0.00386047929926292 0.0015740009084197473 0.0013546907730201943 0.0018126601467258743 0.0010207662899119887 0.0036653891027178418 0.002459661098811238 0.0024353004680648374 0.0015233982691249528 0.001410239135111623 0.0010183445372149288 0.0011341915645814984 0.0012307844915540036 0.0014749449096136402 0.019911332105175841 0.0023410368985352639
leaf_count=282 167 14 96 187 103 691 59 61 63 25 155 43 597 15 99 41 84 42 15 165 57 68 71 21 14 49 18 133 408 67
internal_value=0 1.22583e-05 3.38482e-05 1.2952e-05 -7.00234e-06 3.03267e-05 5.04115e-05 0.000164683 0.000123358 0.000157048 -0.00019658 -0.000533662 -0.000240468 0.000192041 0.000224205 0.000141407 0.000184092 0.00084005 0.000232241 0.000269313 0.000313994 0.000376806 0.000294236 0.000361654 0.000426095 0.00033087 0.000396283 -0.00046548 0.000467513 0.000527049
internal_weight=0 0.0852281 0.0839697 0.0827301 0.0815803 0.0788226 0.0777521 0.0531582 0.0512626 0.0501733 0.0245939 0.0114063 0.00813846 0.0489343 0.0478692 0.0421961 0.0410791 0.00567314 0.0395051 0.0384844 0.0371297 0.03467 0.0310046 0.0294812 0.028071 0.0256357 0.0245015 0.00698421 0.0232707 0.0222524
internal_count=3910 3743 3461 3365 3351 3248 3061 1442 1381 1322 1619 1464 773 1297 1282 1141 1078 141 1037 1022 938 881 716 645 624 556 507 730 489 475
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=31
num_cat=0
split_feature=401 51 39 3 1 123 484 52 1 14 48 52 15 52 4 4 51 2 12 13 52 48 151 4 12 4 48 49 43 157
split_gain=0.000340362 0.000347077 0.000457609 0.000592431 0.00053389 0.000582349 0.000435926 0.000637232 0.000628283 0.00106665 0.000774338 0.000495544 0.000597354 0.000510805 0.00130186 0.000475547 0.00045849 0.000488451 0.00118981 0.000990172 0.000858521 0.000835236 0.000720138 0.000672403 0.0007308 0.00111151 0.000657105 0.000405801 0.00046181 0.000211661
threshold=0.086895000000000014 -0.40274499999999996 0.085220000000000004 0.11265500000000002 0.11353000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.024145000000000003 0.13662500000000002 0.077685000000000018 0.12649500000000002 0.11401500000000002 -0.008624999999999999 0.10701500000000001 -0.49837999999999999 0.15927500000000003 -0.09021499999999999 0.092175000000000021 0.10058500000000002 -0.089189999999999978 -0.089799999999999977 0.092755000000000018 -0.035524999999999994 0.22584000000000001 0.084100000000000022 -0.017449999999999997 0.099240000000000009 -0.075429999999999983 -0.0070849999999999993 -0.080619999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -3 9 10 11 13 15 14 -8 -13 29 20 19 -19 -18 22 -22 24 25 -24 27 -21 -29 -16
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11 -12 12 -14 -15 16 -17 17 18 -20 26 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020130825852950106 -0.002581056606852226 -0.0038477916056124787 -0.0015089995722076461 -0.0012817767777943659 0.0044650071913256177 0.0025822652124843793 -0.0044648394226308712 0.00035936295075942578 0.0027912372236466769 -0.004465368241497081 -0.0031550019247745292 0.0022434919018755211 -0.0038996661694717604 0.0033963019817616828 0.0038149738024702883 -0.0020139142552691811 -0.0038086172400232728 0.0038088582967430776 -0.0031240076940518557 0.0020796624641885764 0.0030819563294234367 -0.0031055845269948586 0.0026857363192383694 0.0023558704563553844 -0.003270677686771591 -0.0020860633256237623 0.0027968368839093793 0.0010765145416983602 -0.0022989297735834273 0.0010654923290132827
leaf_weight=0.0016010743336520852 0.0010198912248007277 0.001437282395794103 0.0011081949345221878 0.0013566775912750018 0.0013200973502716096 0.0018528808516595774 0.0010927060004375299 0.0014330178890560319 0.0016047479686038804 0.001064610791882358 0.0014100649155577285 0.0010110161573060328 0.0012091714431857184 0.0011103014298530214 0.0011197272619050125 0.0010832225618928604 0.0012431137333075446 0.0027638722059180063 0.0012173075104267026 0.0010808061255715993 0.001860713598256682 0.0013953330018596785 0.0019178040880634128 0.001785424601791874 0.0016631757289601867 0.0019748860926349695 0.0019350727334366269 0.0012804291096637508 0.0021890624125471244 0.0011125557609887862
leaf_count=137 308 395 59 36 178 109 113 146 89 74 56 135 212 46 47 51 133 77 97 32 108 31 55 28 728 68 28 105 115 114
internal_value=0 2.75957e-05 0.000104232 0.00128908 0.00210377 0.00105109 -7.63305e-05 -0.00174734 6.42199e-05 -7.03473e-05 7.84008e-05 0.000230147 -0.00140118 0.000431661 0.000303241 4.13941e-05 0.000515558 0.000322512 0.00102517 0.00157125 -0.000298615 0.000113124 0.000601188 -2.75843e-05 -0.000793528 0.00026485 0.000617651 -0.000309076 -0.00105321 0.00244465
internal_weight=0 0.0442344 0.0426333 0.00563785 0.00428117 0.00296108 0.0369954 0.0028703 0.0341251 0.0325204 0.0314558 0.0300457 0.00330341 0.0267423 0.025632 0.00209424 0.0245393 0.022307 0.0104666 0.00924924 0.0118405 0.0105973 0.009202 0.00734129 0.00555587 0.00389269 0.00648537 0.0045503 0.00346949 0.00223228
internal_count=3910 3602 3465 382 346 168 3083 541 2542 2453 2379 2323 398 1925 1879 186 1766 1605 454 357 1151 1018 987 879 851 123 280 252 220 161
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=31
num_cat=0
split_feature=31 150 484 1 42 0 474 16 43 151 48 4 160 2 52 151 133 1 12 1 15 43 4 16 2 2 12 52 3 47
split_gain=0.000351698 0.000380667 0.000587122 0.000576681 0.000558412 0.000639744 0.000733176 0.00066092 0.000528639 0.000496249 0.00040825 0.000553615 0.00043255 0.000396466 0.00049366 0.000853954 0.00101416 0.000503379 0.000376375 0.00037436 0.000370812 0.000352881 0.000712339 0.000523308 0.000307694 0.000305695 0.000541661 0.00021591 0.000237376 0.000163194
threshold=-1.0000000180025095e-35 0.082085000000000019 -0.0043499999999999988 0.12811000000000003 -0.10770999999999999 -0.070894999999999986 0.084835000000000008 0.032820000000000009 -0.083899999999999988 -0.056409999999999995 0.095825000000000007 0.27223000000000003 0.085865000000000011 -1.0000000180025095e-35 0.084890000000000007 -1.0000000180025095e-35 -0.0056849999999999991 0.076710000000000014 0.10333000000000002 0.097265000000000018 -0.074174999999999977 0.056750000000000009 -0.15796999999999997 -0.035699999999999989 0.11339500000000001 0.097135000000000013 0.085185000000000025 0.11110500000000002 -0.11266 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 24 4 -4 6 7 13 27 25 11 12 -11 -6 15 -15 -17 -18 20 -16 -5 22 -10 -23 -2 26 -3 28 -7 -19
right_child=1 9 3 18 5 8 -8 -9 21 10 -12 -13 -14 14 19 16 17 29 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021210879847131008 -0.0040600902668713398 -0.00084881187604297329 -0.0034159460598595882 0.0026267799044466388 -0.0034743542209262532 -0.00033193894199716527 0.0021124044624608418 -0.004351145591939244 -0.0038518579393298962 -0.0042801728982098863 0.0016320268274504824 0.0014922790896533379 -0.00064188140246297881 -0.0027800092800948648 -0.0043772495884900836 -0.0025607523720992459 -0.00034391803342464225 0.0032518720148733901 0.0034922204171805521 -0.00071660014172812009 -0.00059094135195012594 -0.00082850275370610355 0.00039468003193166446 0.00269899586841521 -0.00077331546613261743 0.0030694726261132682 0.0027652305467186374 0.003626213334474973 0.002426324245125672 0.0012780832134568136
leaf_weight=0.0014100584836693733 0.0011660725678389041 0.0017301938168277076 0.0011390384410201451 0.0010539401483269373 0.0010352411072176429 0.0010485674726794514 0.001425175971969673 0.0011575887158561402 0.0012057525663493607 0.001107512973818281 0.0014654344655404827 0.0010996788350272624 0.0014399380392546846 0.0018887739295792043 0.0010560231262752842 0.0015536286133901482 0.0018894198217604911 0.0020487438088885312 0.0011310304718818998 0.001085190531533442 0.0019660133522876313 0.0016849154573090885 0.0020323026566098114 0.0015440037543275054 0.0010255886914383172 0.0017901908436659397 0.0014690669273633716 0.00103513010401457 0.0013902531136906759 0.0013192727039594843
leaf_count=113 517 110 187 126 58 21 136 153 157 95 33 23 33 111 641 310 135 153 53 45 45 50 233 40 60 131 52 26 37 26
internal_value=0 -0.000101261 -0.000335867 -0.000174487 -0.000420416 -0.000280579 -0.000868237 -0.00119415 0.000574169 0.000639148 -0.000319206 -0.00110322 -0.00222364 -0.000886438 -0.000639311 -0.000175943 0.000546189 0.00146432 0.00133859 -0.00252199 0.000532018 -0.000165607 -0.0011866 0.000858276 -0.00252204 0.00162115 0.000810718 0.00195131 0.00124041 0.00247873
internal_weight=0 0.0419837 0.0318817 0.02969 0.025539 0.0244 0.0144591 0.0130339 0.00994093 0.010102 0.00511256 0.00364713 0.00254745 0.0118763 0.0108411 0.00869984 0.00681106 0.00525744 0.00415098 0.00214121 0.00301995 0.00646697 0.00323806 0.00322892 0.00219166 0.00498945 0.00319926 0.00347395 0.00243882 0.00336802
internal_count=3910 3797 3320 2743 2519 2332 1768 1632 564 477 184 151 128 1479 1421 735 624 314 224 686 171 480 390 90 577 293 162 84 58 179
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=31
num_cat=0
split_feature=52 1213 1374 1 0 52 2 13 132 43 43 4 1374 150 2 11 3 15 52 3 2 0 12 4 15 1 14 15 52 3
split_gain=0.000353605 0.00033603 0.000328064 0.000337157 0.000571426 0.000566764 0.000535236 0.000707314 0.000402486 0.000358895 0.000579751 0.000434747 0.00029066 0.00052111 0.000594956 0.000466491 0.000419456 0.000708458 0.000423958 0.000403832 0.00035206 0.000333631 0.000587041 0.000267188 0.00024374 0.00022157 0.00037393 0.000450455 0.000184798 0.000181497
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.090240000000000015 0.085835000000000009 -0.070894999999999986 0.084240000000000023 0.085005000000000011 -0.083514999999999992 0.079995000000000011 -0.078454999999999983 0.070805000000000021 -0.49269499999999994 -0.095439999999999983 0.075065000000000007 0.089910000000000004 0.088160000000000002 0.096385000000000012 -0.14868999999999996 -0.15154999999999999 0.16699000000000003 -0.013084999999999998 -0.10575999999999998 1.0000000180025095e-35 -0.39075499999999991 -0.10981499999999998 0.11198000000000001 -0.074139999999999984 -0.019749999999999993 -0.026849999999999995 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 -6 -5 15 20 16 17 -14 -19 25 -15 24 -23 -12 -20 -18 -27 -28 -16 -13
right_child=1 2 -4 8 9 -7 7 -9 -10 10 23 29 13 14 28 -17 19 18 21 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0029033401431033251 -0.0023466464068479802 0.0015136350411052791 -0.0025904178881117597 -0.0015890884851472227 -0.00054594213425114243 -0.0049294259183335909 -0.00027161563110935039 -0.0049293401766652969 0.0032869748207694409 -0.0035777805474418141 0.0025186414932584266 0.0043116858425422356 0.0045347261062235458 0.0015867669521297976 0.0023168941791690415 -0.0029080894890148503 -0.0031204141225376195 0.0031751293273917965 -0.00048456231617220654 0.0012495120159881485 -0.0019992491386537775 0.00049227705538969517 -0.0036969529097245703 -0.00052407836239022631 0.0024993068766107902 0.0017563769079481947 -0.0042219284796087136 0.00034486201290901298 0.004862596443947001 0.0015191610302873896
leaf_weight=0.0010167623351079449 0.0013856355639731413 0.0015564167052634055 0.0010539216371707729 0.001662132092576484 0.0014398326551692264 0.0010117486931010833 0.0021675764277728779 0.0012483972245260757 0.0012331140612555904 0.001115875159033889 0.0010988380840899481 0.0011339045192855224 0.00121218283501445 0.0017831452046976892 0.0015591476909992963 0.0011633771474848223 0.0013399453110718449 0.0011824135991229641 0.0011469571620779107 0.0019415531021031995 0.0010609590793961834 0.0022010675912049827 0.0012885069298147478 0.0019376929320849001 0.0015833642835465485 0.0010016011310653994 0.0010338942188212741 0.0010657063166945591 0.0012469336640208439 0.0011280664254762485
leaf_count=353 584 145 73 34 27 527 261 310 136 133 14 20 155 61 70 48 49 32 20 99 43 82 365 50 41 14 36 13 76 39
internal_value=0 3.935e-05 0.000122842 0.00019703 -0.000418952 -0.00156648 -0.000882207 -0.00197382 0.000542055 0.000455349 -0.000539514 0.00157131 0.000397855 0.000549274 0.00183782 9.87619e-05 0.000332012 0.00104159 0.000469562 -0.000625677 0.000249047 -4.47714e-05 -0.00105457 0.000576999 0.00124584 -0.00144546 -0.000721758 -0.00190394 0.00344812 0.00291903
internal_weight=0 0.0409839 0.0395983 0.0385444 0.0138383 0.00598414 0.00497239 0.00341597 0.024706 0.00785421 0.00415241 0.0037018 0.0234729 0.0218108 0.00565019 0.0161606 0.0149972 0.00861449 0.00740231 0.0063827 0.0028441 0.0062199 0.00348957 0.00303653 0.00273032 0.00444115 0.0031012 0.0020996 0.00280608 0.00226197
internal_count=3910 3557 2973 2900 1526 1243 716 571 1374 283 197 86 1238 1204 250 954 906 695 540 211 104 508 447 64 61 112 63 49 146 59
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=30
num_cat=0
split_feature=14 1 157 0 16 51 150 4 47 47 48 2 51 40 0 133 1 1429 42 16 42 43 3 150 15 47 3 4 1
split_gain=0.000311827 0.000327409 0.00041837 0.000498846 0.000491643 0.000845893 0.000582016 0.000445446 0.000453595 0.000416972 0.000397283 0.000394599 0.000610094 0.000488038 0.00038025 0.000329246 0.000296907 0.000296366 0.000259632 0.000247428 0.000349688 0.000305501 0.000238491 0.000328417 0.000361004 0.000225509 0.000201752 0.00017196 0.000161712
threshold=0.077685000000000018 0.076710000000000014 -0.074309999999999987 -0.017269999999999997 -0.063614999999999991 0.07919000000000001 -1.0000000180025095e-35 0.27223000000000003 0.11291500000000002 0.086425000000000016 0.11379500000000002 0.087995000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 0.11097000000000001 0.084515000000000021 0.091955000000000023 -0.23935499999999996 -1.0000000180025095e-35 -0.082094999999999987 0.097615000000000021 0.090480000000000019 -0.092459999999999987 0.092255000000000018 -0.15653499999999998 -0.39075499999999991 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 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 17 4 6 11 -4 8 9 16 -9 13 -13 -6 15 -1 22 28 19 -16 -21 -22 23 24 -8 -15 -5 -23 -3
right_child=-2 2 3 26 5 -7 7 10 -10 -11 -12 12 -14 25 18 -17 -18 -19 -20 20 21 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0026822114299317728 -0.0015685158399652277 -0.00030730129715865538 -0.0020330070747232773 0.00046561860634595088 -0.0031133822119916825 -0.0037278173860481063 0.0027042846066061303 0.0029209056408973206 0.0023173042425539479 -0.0018530511124036115 0.00017508388472892335 -0.00093887971384023095 0.0030554227773928562 -0.001453199096565605 0.0017718274612126656 -0.0004139251159512757 -0.0011406913564262554 0.0031944507129727769 -0.0014350298297481209 -0.0019536122644179224 0.0015450676230357649 0.0005680810992731212 0.002308904242259659 -0.0013681591203472761 -0.00037219857341981452 0.00058162805468696161 0.0025267839081933364 -0.001124689132281512 0.0018098646480875283
leaf_weight=0.001679700801874017 0.0017434066532575612 0.0010135609327459596 0.0012802932278077597 0.0011779829021172361 0.0010904375479867667 0.0011924094476682967 0.0010499787865683166 0.0018666347636591132 0.001196549202042263 0.0015955888253760264 0.0012133568146754925 0.0010937525084333544 0.0010421016342156975 0.001252078681168947 0.0012361815671937393 0.0019068160031393 0.0014800524540099502 0.0010472584236751459 0.001550236978431041 0.0011160544026371797 0.0019018076731827094 0.0015813203442078816 0.0010901027927729956 0.0011011776628038206 0.0010795778533161391 0.0019342360699940997 0.0015151406440878637 0.0017803976814747555 0.0010004147247322237
leaf_count=560 126 87 58 105 38 44 28 208 32 66 34 65 54 212 14 435 58 55 294 438 108 26 17 28 255 107 144 116 98
internal_value=0 4.62508e-05 0.000284339 0.000113419 -8.46261e-05 -0.000838577 0.000358026 0.000620273 0.000183376 -0.000161835 0.00183919 -0.000301329 0.00100997 -0.000956207 -0.000445004 -0.00147625 0.00030335 0.00158255 -4.14933e-05 0.00024217 -5.42343e-05 0.000348501 0.000797989 0.000288182 0.00114466 -0.000217968 0.00162522 -0.000328426 0.000744372
internal_weight=0 0.0390652 0.0263127 0.0232515 0.0205583 0.00760502 0.0129533 0.011673 0.00859303 0.00739648 0.00307999 0.00641261 0.00213585 0.00427675 0.0127525 0.00358652 0.00580089 0.00306123 0.009166 0.00761576 0.00637958 0.00526353 0.00432084 0.00323073 0.00212956 0.00318631 0.00269312 0.00336172 0.00201398
internal_count=3910 3784 1793 1553 1304 520 784 726 484 452 242 476 119 357 1991 995 386 240 996 702 688 250 328 311 283 319 249 142 185
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=29
num_cat=0
split_feature=31 14 457 457 1213 150 484 1374 1 474 11 43 15 15 0 15 1 2 43 160 3 15 42 2 2 16 0 52
split_gain=0.000320117 0.000278363 0.000296679 0.00070261 0.000357493 0.000303049 0.000558559 0.000454636 0.000420209 0.00049776 0.000511129 0.000463429 0.000458131 0.00075397 0.000456308 0.000685931 0.000366597 0.000358478 0.000581259 0.000321415 0.000232726 0.000340435 0.000215163 0.000197999 0.000148879 0.000145671 0.000137531 0.000115797
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.14941999999999997 -0.079274999999999984 -1.0000000180025095e-35 0.082085000000000019 -0.0043499999999999988 -0.094679999999999986 0.12811000000000003 0.084835000000000008 0.088315000000000018 -0.07526999999999999 -0.033649999999999992 -0.16430499999999995 -0.070894999999999986 -0.10469999999999999 0.085835000000000009 0.10113500000000002 0.0050750000000000005 0.069910000000000014 0.097615000000000021 -0.069904999999999981 0.091955000000000023 0.10045500000000002 0.10705000000000002 -0.19424999999999998 -0.085089999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 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 9 10 11 14 13 -13 15 -8 -9 18 26 23 -10 -22 27 -18 -19 -20 -14 -16
right_child=1 -3 3 4 5 7 8 16 20 -11 -12 12 17 -15 22 -17 19 24 25 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0019397666671348464 0.0021180390346321803 -0.0017533837246958865 -0.0031997910071230647 -0.0021490291519156829 -0.0023383667679725494 -0.0011812715265606252 0.0016974336613980682 -0.0002126639356737684 0.0025995863630173537 0.001964934370455384 -0.0029803553847620227 2.3048598236614984e-05 0.00018077338287556162 -0.0035953437919927968 0.0015146689219950821 -0.0019768930373764391 -2.4243503953081056e-05 -0.0023893458315792189 0.001063999072902367 0.0033075627913792477 0.00216157070602124 -0.0009948553110969119 0.00030220403372211048 0.0023384296398865066 -0.00050120388649928119 0.0031615335637642287 -0.0019065846203805284 0.0033152938093944165
leaf_weight=0.0013144592338409913 0.001033005017326615 0.0015767309985634794 0.0011427116590843047 0.0011966212459354466 0.0017087891100887589 0.0014730346687379381 0.0014250958661018998 0.001758697101910566 0.0014169103095120752 0.0016456590363931314 0.0011383259665791448 0.0018197038872678206 0.0010069858045162932 0.0019512930321746629 0.0012706256591261634 0.0019919239925569876 0.0013143670037507604 0.0010770864834785954 0.0010864625227569036 0.0017479401719064924 0.0010650388320563309 0.0011752267652909154 0.0013199153690131027 0.0010379614221687206 0.0018653924574478786 0.0010790619221998921 0.0010588019452964174 0.0010806291682996516
leaf_count=113 49 124 207 574 431 59 66 93 103 176 73 87 115 225 67 360 55 51 19 63 83 26 44 110 79 176 262 20
internal_value=0 -8.95497e-05 -1.84298e-05 -7.99841e-05 2.27206e-05 0.000100261 -0.000103214 0.000826881 5.28446e-05 -0.000169238 -0.000352435 -0.000186549 -0.000708216 -0.00184928 0.000618952 -0.000444485 0.00133176 -0.000108401 0.000645385 0.0019942 0.00131696 0.000505733 0.00160877 0.00101828 -0.00119235 0.00210918 -0.000889084 0.00234223
internal_weight=0 0.038464 0.0368873 0.0358543 0.0347115 0.0335149 0.0261829 0.007332 0.0244741 0.020817 0.0191713 0.018033 0.0109448 0.003771 0.00708819 0.00341702 0.00585897 0.00717379 0.00423131 0.00410027 0.00365718 0.00224027 0.00367117 0.00235233 0.00294248 0.00216552 0.00206579 0.00235125
internal_count=3910 3797 3673 3624 3417 2843 2463 380 2032 1820 1644 1571 1014 312 557 426 321 702 572 228 212 109 131 165 130 195 377 87
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=29
num_cat=0
split_feature=51 124 131 43 123 484 52 1 14 38 48 1 52 133 49 13 12 0 16 16 457 16 13 3 0 48 13 2
split_gain=0.000323631 0.000381102 0.000348144 0.000317924 0.000361339 0.000356166 0.000619352 0.000495814 0.000625926 0.000435029 0.000516733 0.000557693 0.000420565 0.000447599 0.000372985 0.000530606 0.000580203 0.000524686 0.000473689 0.000461065 0.000381077 0.000368751 0.000299362 0.00025402 0.00054225 0.000161612 9.17641e-05 9.00668e-05
threshold=-0.40274499999999996 0.10385500000000002 0.092255000000000018 0.24789500000000006 0.088610000000000008 -0.0043499999999999988 0.024145000000000003 0.13662500000000002 0.077685000000000018 1.0000000180025095e-35 0.12862000000000004 0.10752500000000002 0.11401500000000002 0.088850000000000026 -0.085174999999999987 -0.10241499999999999 0.085325000000000012 -0.074249999999999997 -0.094359999999999986 -0.094359999999999986 0.08351500000000002 -0.014754999999999999 -0.077154999999999987 -0.10315499999999998 -0.17106499999999999 0.08407000000000002 0.10741000000000002 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 14 18 -16 19 -18 -7 25 21 -21 -13 -24 -25 -17 -19 -23
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 22 -14 -15 15 16 17 26 -20 20 -22 27 23 24 -26 -27 -28 -29
leaf_value=-0.0020854458043286705 -0.003833204769811565 0.0024319437327021249 -0.0019188146340260385 -0.0022679309836019235 0.0026035196690965762 0.0010026282814807532 0.00074380761754478297 0.002582052857285206 -0.0032721605321471884 -0.0021411968923824151 -0.0026813604321361752 0.0035643121340741151 -0.0017920589482115815 -0.0019323386000084609 0.0029341779153214055 0.00055293305808929881 -0.0033715462371482728 -0.00066223417009999002 -0.0025856084343963449 -0.00050658280010692277 0.0035827062312535959 0.0012030036377407628 0.002913020260769986 0.0027141848838352781 -0.0013370926921700893 -0.0018412025574983323 0.0011958801239136095 0.0027943756713655582
leaf_weight=0.0014042032882177749 0.001166526761311514 0.0012490081775391451 0.0017725896052902526 0.0010789406223287159 0.0011082410113951715 0.0013267375725263264 0.0011009492614766359 0.0015707501462047793 0.0010429257175221798 0.0014603122953751315 0.0010578298451253678 0.0012949520768703593 0.0019948145208928949 0.0015346313437233352 0.0019844151883674456 0.001090078462320454 0.0012068496202612307 0.0010143976366823277 0.0015035807629857336 0.0017350836969255434 0.001563591503767725 0.0012495917427894979 0.0010673131412843873 0.0010967109916988349 0.001496744632760282 0.0010707381789893944 0.0010223648946805497 0.0014982962409444411
leaf_count=145 379 42 386 227 119 20 122 107 71 59 44 87 327 338 44 71 534 115 68 130 73 115 59 25 88 27 26 62
internal_value=0 5.4956e-05 -2.72617e-05 7.03855e-05 0.000146243 6.1539e-05 -0.00161088 0.000188441 5.56433e-05 0.000182918 0.000314421 0.000442458 0.000113721 0.000327294 0.000540485 0.000844695 0.000482595 -0.00108462 -0.00090359 0.00110197 0.00172213 0.00107319 0.00175557 0.00111575 0.000376097 -0.00063342 0.000270457 0.00207071
internal_weight=0 0.037359 0.03611 0.0343374 0.0332584 0.0321502 0.00226748 0.0298827 0.028312 0.027269 0.0258087 0.0247509 0.0197952 0.0178004 0.0162657 0.0134354 0.011451 0.00324361 0.00283032 0.00820738 0.00604656 0.00448297 0.00495572 0.00366077 0.00259346 0.00216082 0.00203676 0.00274789
internal_count=3910 3765 3723 3337 3110 2991 501 2490 2383 2312 2253 2209 1950 1623 1285 1197 1153 675 88 478 380 307 259 172 113 98 141 177
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=158 45 30 12 156 403 151 1348 1455 2 16 123 159 51 12 16 51 1 16 123 51 52 160 42 43 16 4 4 3 3
split_gain=0.0013287 0.00121751 0.00114755 0.00107171 0.00102691 0.00104906 0.000978141 0.00115778 0.0012609 0.00118856 0.00109766 0.00112186 0.00118443 0.00095036 0.000970615 0.000910401 0.000933855 0.00133529 0.00164406 0.000910038 0.00111913 0.00140454 0.001063 0.00132949 0.00124558 0.000993171 0.00129579 0.00114624 0.00096545 0.00091169
threshold=0.11034000000000001 -0.080134999999999984 0.085915000000000019 -0.23342999999999997 -1.0000000180025095e-35 0.13415000000000002 -0.52174999999999983 0.090050000000000005 0.089335000000000012 0.097940000000000013 -0.54165499999999989 1.0000000180025095e-35 0.085280000000000009 -0.025709999999999997 -0.079814999999999983 -0.52908499999999992 0.12190000000000002 0.10521500000000002 -0.015314999999999997 0.092740000000000017 -0.09021499999999999 -0.089799999999999977 -0.030424999999999997 -0.10770999999999999 -0.074904999999999985 0.057390000000000004 -0.0010999999999999996 0.0057500000000000008 -0.086589999999999986 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 19 -11 12 13 -12 -15 -16 17 18 -17 20 -8 -22 -23 -24 28 26 -26 -28 -25 -29
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 11 -13 -14 14 15 16 -18 -19 -20 -21 21 22 23 24 25 -27 27 29 -30 -31
leaf_value=0.001268742275763117 -0.0011079904225337848 0.0012640706412225828 0.0012683795625651685 -0.0012683734465437926 -0.0010254071755310405 -0.0012684149836395986 0.00037514761923732 0.0011177384853983618 -0.0011484178946212134 0.001240152939356382 -0.00092249219897135525 0.00076403161707670796 0.00066329542535049468 -0.0011155820040826131 -0.0010013018757463203 -0.00051747034284669311 -0.00036174308816078649 0.00095922019348424479 0.00055315486113420662 -0.001241148504240795 -0.00096582850859988308 -0.000661395486930285 -0.0012686987189208625 -5.3909895770739263e-05 0.00044675087807354805 -0.0012685332876055462 -0.0012684187933359832 -0.00046716624097385272 0.00086315561684130893 0.00046668451079915957
leaf_weight=0.001195889261452975 0.0017841797477808887 0.0010034392154736329 0.0010960643718256327 0.0011062359470666019 0.0015248187497753909 0.0010981363727782236 0.0064334516299453517 0.001463422570623151 0.0015633179986775927 0.0015190435884449007 0.0019590792167072371 0.0039519402431622544 0.0041013221983163808 0.0011720732127287184 0.0011844601331460957 0.0042739481752329615 0.0043368789000783883 0.0037262835399474179 0.0050140512882066567 0.0011748674162390662 0.003475091409995911 0.0047499551508534124 0.0012699728922043177 0.0031484307883933305 0.0052908855041175927 0.0011657822670905213 0.0017414663314596745 0.0045499032861178179 0.004466137693054594 0.0026676830561882525
leaf_count=15 167 59 95 191 63 191 209 38 129 42 165 151 131 24 13 142 77 77 72 19 193 446 80 157 642 22 67 95 114 24
internal_value=0 -1.55053e-06 -2.04856e-05 -3.83378e-05 -5.50652e-05 -3.7639e-05 -1.98376e-05 7.71561e-07 -2.16398e-05 3.04069e-06 0.000188554 0.000134805 3.83033e-05 -8.0002e-05 3.74726e-06 7.45264e-05 0.000147967 0.000317822 6.0498e-05 -0.000141359 -0.000108193 -0.000203796 -0.000112639 -5.37451e-06 6.42897e-05 -0.000143012 -5.09333e-05 -0.000344847 0.000483972 -0.000122007
internal_weight=0 0.081424 0.0802281 0.0791321 0.0781286 0.0770224 0.0759243 0.0743994 0.072936 0.0713727 0.0312391 0.02972 0.0257681 0.0216668 0.0197077 0.0185356 0.0173512 0.0130143 0.009288 0.0401336 0.0389588 0.0325253 0.0290502 0.0243003 0.0230303 0.0154157 0.0142499 0.00895905 0.00761457 0.00721759
internal_count=3910 3743 3728 3633 3574 3383 3192 3129 3091 2962 894 852 701 570 405 381 368 291 214 2068 2049 1840 1647 1201 1121 850 828 186 271 119
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=29
num_cat=0
split_feature=31 8 11 1456 2 159 133 123 150 15 47 4 48 1 2 0 13 3 12 3 0 49 3 12 48 14 3 12
split_gain=0.000297258 0.0002749 0.000560492 0.000436435 0.000355274 0.000597716 0.000418638 0.000404352 0.000399799 0.000610327 0.000550874 0.000450116 0.000318392 0.000378391 0.000549117 0.00124258 0.00105422 0.000492493 0.000304707 0.000609254 0.000390481 0.000355167 0.000317084 0.000314159 0.000300958 0.000931293 0.00025835 8.60316e-05
threshold=-1.0000000180025095e-35 0.08573500000000002 0.089965000000000003 -1.0000000180025095e-35 0.097940000000000013 0.09141500000000001 0.08845500000000002 0.083905000000000021 0.086420000000000011 -0.098459999999999978 0.10783500000000001 0.0057500000000000008 -0.086624999999999994 0.10444500000000001 0.10393500000000001 0.18055000000000002 -0.089899999999999994 0.10420500000000001 0.051320000000000005 -0.074234999999999982 -0.06402999999999999 -0.081629999999999994 -0.015794999999999997 0.084845000000000018 0.12862000000000004 -0.22654999999999997 0.086245000000000016 0.086435000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 8 12 9 10 -5 -10 -6 14 16 27 -14 -15 22 20 21 -20 -11 -23 25 -19 -24 -16
right_child=1 -3 -4 4 7 -7 -8 -9 11 18 -12 -13 13 17 15 -17 -18 24 19 -21 -22 23 26 -25 -26 -27 -28 -29
leaf_value=0.0020844573179709526 -0.0025142261959498198 0.0019904599252921016 -0.0032329626174474224 -0.0040331705077550897 -0.0020409863069820251 -0.0035082697793128166 -0.0029591771534202586 0.0026566897799478093 -0.00320172010950485 0.0039391820366671826 0.00054714325700902663 2.1332286288502309e-05 0.0041095809398456109 0.0037074727476396952 -0.0023051639783440631 0.002101033871532835 -0.0013302813399641452 -0.0012921016129886814 0.0019059701419210265 -0.0028467281992539169 0.002424920128257322 0.00054485823967379107 -0.00032365165539030132 -0.0029699266285490443 -0.00098566821324896784 0.0038007804622783815 0.0022950402023266007 -0.0039575685353202394
leaf_weight=0.0012902912221361964 0.0013913609628163895 0.0012177182079895479 0.0011499104947585428 0.0010781236945226974 0.001075149432173462 0.0011443865555669222 0.0010112341084910206 0.0016100097570657121 0.0014747059894020245 0.0010215006125235959 0.0010171291490319589 0.0020842832870542338 0.0013571982798445958 0.0013357657775365794 0.0011887568961670425 0.0013727376917813672 0.0014892033081352896 0.0013227415734542447 0.0011147884597448874 0.0010724939182147394 0.0019501031557496162 0.0010031342398182314 0.0014201870126342511 0.0010245823943832999 0.0015316913590908143 0.0015593060108312073 0.0015933969896799738 0.0013313818995328575
leaf_count=113 367 69 100 144 36 158 524 164 118 29 31 34 19 131 65 13 137 38 22 98 56 153 63 753 46 108 42 279
internal_value=0 -9.55135e-05 -0.000166615 -6.46344e-05 3.80738e-05 -0.000385942 -0.000174083 0.000541341 3.55719e-06 0.000384983 -0.00180968 -0.00131417 0.000290254 0.000490949 -0.000226833 -0.00131654 0.00126351 0.0013323 0.000835796 0.000211534 0.000855599 -0.000118254 0.00178959 -0.00123112 0.000613476 0.00146336 0.00106095 -0.00317812
internal_weight=0 0.036943 0.0357253 0.0345754 0.033184 0.01801 0.0168657 0.0151739 0.0158544 0.0122954 0.00209525 0.00355899 0.0135639 0.0124888 0.00673928 0.00389288 0.0028464 0.0057495 0.0102002 0.0061651 0.00509261 0.00314251 0.00403508 0.00202772 0.00441374 0.00288205 0.00301358 0.00252014
internal_count=3910 3797 3728 3628 3261 2225 2067 1036 1543 1391 175 152 872 836 513 357 156 323 1216 1082 984 928 134 906 192 146 105 344
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=28
num_cat=0
split_feature=51 39 47 50 1 48 2 160 49 457 52 151 15 12 12 160 151 4 4 15 4 42 52 47 13 52 16
split_gain=0.000279734 0.00031423 0.000393266 0.000378203 0.000422865 0.000515586 0.000475177 0.000442063 0.000378843 0.000526163 0.000329104 0.000324443 0.000413399 0.000328056 0.000469054 0.000318611 0.00030644 0.000296048 0.000291661 0.000274357 0.00032492 0.000304613 0.000244082 0.000243631 0.000263864 0.00026226 0.000185874
threshold=-0.40274499999999996 0.11592000000000001 0.11939500000000002 0.11812000000000002 0.094385000000000011 0.12862000000000004 0.11542500000000001 0.091575000000000017 0.0062100000000000011 0.090920000000000015 0.11262000000000001 -0.081989999999999993 -0.07142999999999998 0.098845000000000016 0.093125000000000013 0.084835000000000008 -0.0017399999999999998 0.18622000000000002 -0.0021099999999999995 0.079360000000000014 -0.48072499999999996 0.082690000000000013 0.087465000000000015 0.09252500000000001 0.11596500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 8 11 9 10 16 18 15 14 19 -13 -6 -8 -2 20 -14 22 26 24 25 -18 -22
right_child=1 -3 -4 -5 5 -7 17 -9 -10 -11 -12 12 13 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0016856822833575835 -0.00023615450608484683 0.0017808243105760246 -0.0017157954468293866 -0.0021551506599536618 -0.0010304372761933934 -0.0016202813745292844 0.00096655491243885006 -0.0019614857838042565 0.0025244297676873403 0.0026565548189908732 -0.0019550050274840117 -0.0031781388069269936 -0.0013877778579252907 -0.0016178638595895261 0.0020464332154232594 -0.00035300494795698122 0.00076686498062592955 0.0037358959136697106 0.0023782525615574329 -0.0014540414056330349 0.0030281735043344855 -0.00096283386142093314 -2.792704219663444e-05 -0.00045429950270889634 -0.00028003062152728739 0.0032131104228648039 0.00088174833646357848
leaf_weight=0.0013508272492868114 0.0010695278782268947 0.0014001708936728354 0.0018172523272808041 0.0010319423546844555 0.0019305002471341516 0.0012940540568138212 0.0010065239275114388 0.0018709708688346973 0.0011778649714813136 0.0011388088313459841 0.0010995790219148205 0.0010917209662021895 0.0013049103811617613 0.0014596874349857023 0.0017240067287564165 0.0011375852430859368 0.0012672188041804623 0.0011590399269794105 0.0013435482601522617 0.0016606708708301887 0.0011763415118082321 0.0011386888958264674 0.0013069993272267766 0.0016875347282816477 0.0010646805228162748 0.0011821802621252361 0.0010798985811169039
leaf_count=145 179 84 108 203 94 30 73 236 60 45 92 419 77 188 192 31 161 169 50 855 27 130 18 53 18 105 68
internal_value=0 4.62326e-05 -2.47377e-05 7.00973e-05 0.000143293 0.000626175 0.000854825 -0.000246249 0.000527596 0.000276595 -5.26586e-05 -3.91204e-05 -0.000271307 2.97087e-05 0.000285785 -0.00173651 0.000240632 0.00244874 0.00121949 -0.00011009 0.000261464 0.000719172 0.00125668 0.00071237 0.00127263 0.00194752 0.00200084
internal_weight=0 0.0356219 0.0342217 0.0324045 0.0313725 0.014008 0.0127139 0.0173646 0.0105484 0.0093705 0.00823169 0.0154936 0.0130805 0.0108512 0.00939152 0.00222931 0.00713211 0.00216556 0.00241308 0.00766751 0.00600684 0.00470193 0.00356324 0.00520161 0.00351408 0.0024494 0.00225624
internal_count=3910 3765 3681 3573 3370 900 870 2470 628 568 523 2234 2005 1555 1367 450 431 242 229 1175 320 243 113 337 284 266 95
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=45 14 156 403 1373 1 0 403 453 1348 158 158 106 31 151 48 160 16 403 131 52 133 15 4 156 43 151 1 42 52
split_gain=0.00128639 0.00130911 0.00116013 0.00111614 0.00110595 0.00102696 0.0013173 0.00112741 0.00106181 0.00110282 0.00120731 0.00106655 0.00109867 0.00122794 0.000997598 0.00163675 0.00105987 0.000877143 0.00079484 0.000792224 0.00140165 0.000879642 0.000993238 0.00201134 0.00120737 0.00109052 0.00122596 0.000907281 0.000957236 0.000734745
threshold=-0.080134999999999984 0.064610000000000015 -1.0000000180025095e-35 0.13415000000000002 0.099250000000000019 1.0000000180025095e-35 -0.084074999999999997 0.07955000000000001 0.10963500000000002 0.090050000000000005 -0.26992499999999992 0.11034000000000001 0.092305000000000012 -1.0000000180025095e-35 -0.082774999999999987 0.10702000000000002 -0.217635 -0.53943499999999989 -1.0000000180025095e-35 0.097135000000000013 -0.40083499999999994 0.065880000000000008 -0.095799999999999982 0.25367000000000006 0.088820000000000024 -0.079109999999999986 0.058495000000000012 0.11327500000000001 0.082690000000000013 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 12 13 -12 15 -15 -16 -18 -8 20 -19 22 23 -22 25 -24 -27 -25 -29 -20
right_child=1 -3 3 -5 -6 7 18 -9 -10 -11 11 -13 -14 14 16 -17 17 19 29 -21 21 -23 24 27 -26 26 -28 28 -30 -31
leaf_value=0.0011720922353948453 -0.0011717863810365853 -0.00077670454044320323 -0.00057540376983074705 -0.001171840075769683 -0.0010564678328969536 -0.0011718526920457785 -0.0008809632347246385 0.0010382137596595376 -0.0010541172357825207 0.0011719075270634305 0.0011720401883723657 -0.0010093616262534042 -0.00086555799513318731 0.00086696429123944653 -0.00077418857919288005 -0.00048021396139925286 0.0009431564171321254 -0.0011718182519636772 0.00015082504061979019 0.00078377916829057903 -0.0010116114950371971 0.00090882152005966501 -0.0003086096785450847 -0.00030503417251813837 -0.00080829226182535974 0.00073712819880550513 -0.0001533384759938776 0.00086960347139601298 -0.00047241262959044251 -0.00071985502863098206
leaf_weight=0.0011975464210536293 0.0011856484864938279 0.0032787466153534331 0.0074483110459373459 0.0011079771072146629 0.0013064593712961417 0.0010187698729708919 0.0012806710667128121 0.0017990361677675528 0.0010819189822655053 0.0013296381536065374 0.0016468119865891131 0.0011240872742321875 0.0014261184403494545 0.0052386818366301205 0.0019744229855476183 0.0016213958382422788 0.0016468637644138006 0.0013011560219204901 0.015541484922414032 0.0019744469532980693 0.0033077374088889989 0.00162552591206122 0.002951204373150774 0.0039901863833904372 0.0014327168373089441 0.0078259332583066263 0.0029127796751993182 0.0026652346484148381 0.0010048297213671731 0.0014552695535634532
leaf_count=15 193 132 888 188 30 64 341 61 18 33 88 66 23 142 117 30 32 104 407 76 64 148 73 32 66 224 28 71 30 126
internal_value=0 -5.09962e-05 -2.1337e-05 -4.07953e-06 1.25229e-05 3.07491e-05 -0.000160056 0.000127186 9.38061e-05 0.00011967 8.9704e-05 0.000117846 0.00014629 0.000179755 0.000140354 0.000548555 5.94506e-05 0.00010988 9.20468e-06 6.5601e-05 1.67335e-05 7.25309e-05 2.04275e-05 -0.00024802 0.000215125 0.00032223 0.000495597 8.17023e-05 0.000502172 7.6277e-05
internal_weight=0 0.0835041 0.0802253 0.0790397 0.0779317 0.0766252 0.0257257 0.0508995 0.0491005 0.0480185 0.0466889 0.0456701 0.044546 0.0431199 0.0414731 0.00686008 0.034613 0.0326386 0.0182774 0.0309918 0.0290173 0.0277161 0.0260906 0.010968 0.0151226 0.0136899 0.0107387 0.00766025 0.00367006 0.0169968
internal_count=3910 3895 3763 3570 3382 3352 1762 1590 1529 1511 1478 1414 1348 1325 1237 172 1065 948 874 916 840 736 588 197 391 325 252 133 101 533
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=45 14 1 0 1373 52 453 133 3 1348 484 2 3 11 4 30 403 42 12 40 13 123 3 49 4 474 16 0 3 48
split_gain=0.00194471 0.00262367 0.00153048 0.00180118 0.00179226 0.00172097 0.00166522 0.00165696 0.00185434 0.0016492 0.00170209 0.00188072 0.00206739 0.00350871 0.00162515 0.00158233 0.00144689 0.00145753 0.00223052 0.00141843 0.00140614 0.0013288 0.00144608 0.00113453 0.00149679 0.00163838 0.00112837 0.00112618 0.00152737 0.00104307
threshold=-0.080134999999999984 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.09586500000000002 0.11401500000000002 0.10963500000000002 0.10681500000000001 0.10666500000000002 0.090050000000000005 -0.0043499999999999988 1.0000000180025095e-35 0.082730000000000012 0.080455000000000013 0.28937500000000005 0.085915000000000019 -1.0000000180025095e-35 -0.089024999999999979 0.098845000000000016 -0.0087249999999999984 -0.51172499999999987 0.085110000000000005 0.045635000000000002 0.10960000000000002 -0.37626499999999991 0.084655000000000022 0.0015250000000000001 -0.14136999999999997 0.12566000000000002 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 6 7 9 8 16 10 19 15 13 -13 -15 21 -5 -18 -19 -4 -2 22 -12 24 -14 27 -22 28 29 -26
right_child=1 -3 4 5 -6 -7 -8 -9 -10 -11 11 12 23 14 -16 -17 17 18 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011492983590329266 0.00057611125742414594 -0.00094950304712228012 0.00070998077252844706 -0.0011489004245782463 -0.0010436307112671483 -0.0009556037483211382 -0.0010395159444501786 -0.0011490971686435336 0.0010424026716876604 0.0011490173618580149 -0.00016340870481818998 0.00099699709101790579 -0.0010153376046896949 -0.001148881210568449 0.00040479982985444993 0.0011488416752513794 -0.00086028985874517065 0.00036274915088332313 -0.0011489752893908895 -0.000741907009420055 -0.00097319695470795783 -0.00090711982772481194 0.00080832645948607652 0.00068753275645948731 0.00053805449101909555 0.0010788596438127131 -7.5753976316805604e-05 0.00077066347852614426 -0.0010525237443505173 -0.00029493684940986242
leaf_weight=0.0018219640528513983 0.0012020938556815972 0.004094312234480312 0.0010889404418321647 0.0013080730814287725 0.0017983062735140712 0.0024161358684855463 0.0015995881259414082 0.0013916775886819712 0.002655791242432314 0.0020972526983342723 0.016775455686726559 0.01093419368559978 0.0017956165245394109 0.0016536524749568579 0.0019198880147541786 0.0013056249271059519 0.0018422417221692867 0.013793637980157317 0.0014206388492929998 0.0048110779378163207 0.007158531534520618 0.0027018780626519847 0.0022977193535780307 0.0035884314558529687 0.0032062866633850717 0.0019402914506656552 0.0024925102054247361 0.0018517044521857437 0.0021994924905754951 0.0052025467148268945
leaf_count=15 4 122 17 167 27 197 18 179 8 36 643 256 75 96 28 88 91 285 66 195 888 27 35 41 42 31 98 66 32 37
internal_value=0 -4.74344e-05 -1.20742e-05 -0.000205119 8.80904e-05 -3.44767e-05 0.00011848 6.48256e-05 0.000145195 0.000146816 0.000113597 0.000174017 0.000344649 0.000674032 -0.000314165 -7.95002e-05 1.54452e-05 0.000104739 0.000221591 -0.000473938 -0.00059549 -0.000153151 -4.63451e-05 0.000103115 -2.63707e-05 9.69464e-05 -0.00074142 -5.59584e-05 -0.000200247 2.26826e-05
internal_weight=0 0.108544 0.104449 0.0356813 0.0687679 0.0248282 0.0669696 0.0224121 0.0210204 0.0653701 0.0632728 0.0573728 0.0342921 0.0145077 0.00357354 0.0230807 0.0183646 0.0170565 0.0152143 0.00590002 0.0108531 0.0217751 0.0190732 0.0197844 0.0161959 0.0144003 0.00965104 0.01246 0.0106083 0.00840883
internal_count=3910 3895 3773 1983 1790 993 1763 796 617 1745 1709 1497 704 380 124 793 609 442 351 212 990 705 678 324 283 208 986 177 111 79
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=4 12 2 11 49 12 480 1447 1456 401 124 124 3 16 14 4 474 1429 133 146 1373 2 4 1 48 160 4 151 151 15
split_gain=0.000948004 0.00114265 0.00104007 0.0013213 0.000963789 0.0011279 0.000926706 0.000978734 0.00129483 0.0011057 0.000783667 0.00103066 0.000975662 0.000762477 0.000931959 0.000935373 0.000753703 0.000820419 0.000735224 0.000750634 0.000741382 0.000826173 0.00110187 0.00118294 0.000998038 0.000926727 0.00096597 0.000976212 0.0011656 0.000944243
threshold=0.27020000000000005 -0.071274999999999991 -0.14847999999999997 0.080455000000000013 -0.029304999999999998 1.0000000180025095e-35 0.08456000000000001 -0.086059999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50873999999999986 -0.086804999999999979 0.31335500000000011 -0.5152199999999999 -0.46879999999999994 0.50657000000000008 0.087710000000000024 0.084845000000000018 0.13493500000000003 0.082850000000000021 0.10700000000000003 0.11005500000000001 -0.34687499999999999 0.10678000000000001 0.12862000000000004 -0.217635 -0.49837999999999999 -0.084764999999999993 -0.077959999999999988 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -3 7 -4 -9 10 -10 -12 16 -6 -15 -16 17 18 19 20 21 25 -23 -24 -25 -13 -27 29 -29 -28
right_child=1 4 3 -5 13 -7 -8 8 9 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.00084997286191552696 0.0011334531664546521 -0.00028345423364428452 0.00089379457919849423 -0.0012191560721305445 -0.00072137062080413698 0.0012192808705570118 -0.0012191746910214483 -0.0010643865743192055 -0.0012067740618738718 -0.0010433325557174648 0.00052662498343546843 -0.0012192073480669537 0.00080601416071465152 -0.00064750407650311669 -6.8154206364200818e-05 0.0012191787947061945 -0.00087068832643916324 0.00069480130275162747 -0.0011987100577557073 -0.0012193061964622775 -0.0011218186526413139 0.00097678922148054055 -0.00067360136572722413 0.0011525791548873132 -0.00031836913553743424 -0.00095086539783015398 2.842571164688094e-05 0.00092910861959970747 -0.00012391313018499166 -0.0010244434512213807
leaf_weight=0.0011605829544691906 0.0013269699002904653 0.0013528090382806121 0.0010746796476488454 0.0023145835889053492 0.0033209150631421398 0.0016446468151514182 0.0015319737413395087 0.0029762179483467923 0.0011420043892940148 0.0024478139306967064 0.0028578736129389872 0.0013925147829461073 0.0013315158837912114 0.0020502307678498272 0.0024274873483314217 0.0012816538788555931 0.002760526379119276 0.0014267021687182071 0.0011677627361055256 0.0010903912074411428 0.0012506438843828951 0.0019951344743276422 0.0026043593715918681 0.0014817282869472592 0.0012756499349961814 0.0024138108239952624 0.0020297867682845805 0.0016588866344555689 0.026792057456255472 0.0033634609210206881
leaf_count=38 184 42 51 160 40 31 245 327 17 304 81 124 51 26 75 74 152 57 345 19 20 19 114 42 19 47 78 35 974 119
internal_value=0 5.96703e-05 -0.000294391 -0.000313814 -5.83052e-05 0.000541068 -0.000282095 -0.00025985 -0.000279387 -0.000240759 -0.000206908 -0.000186837 -0.000224572 -0.000256162 1.20827e-05 0.00037667 -0.000250609 -0.000216335 -0.000243129 -0.000219561 -0.000195995 -0.000170269 0.000203375 -8.44164e-05 0.000472072 -0.000243278 -0.000205797 -0.000152658 -6.25147e-05 -0.000628189
internal_weight=0 0.0134047 0.0695407 0.0683801 0.0120777 0.00299746 0.0660655 0.0645335 0.0634588 0.0604826 0.0580348 0.0568928 0.0540349 0.00908029 0.00575937 0.00370914 0.0527034 0.0499429 0.0485162 0.0473484 0.046258 0.0450074 0.00735687 0.00536174 0.00275738 0.0376505 0.036258 0.0338442 0.0284509 0.00539325
internal_count=3910 472 3438 3400 288 73 3240 2995 2944 2617 2313 2296 2215 215 175 149 2164 2012 1955 1610 1591 1571 194 175 61 1377 1253 1206 1009 197
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=29
num_cat=0
split_feature=160 51 124 4 376 484 1 12 48 52 148 3 15 41 43 42 52 457 52 42 14 1 42 48 2 13 47 4
split_gain=0.000283297 0.00026387 0.000348211 0.000381262 0.000420779 0.000296031 0.000589006 0.000592245 0.000536151 0.000495759 0.000490008 0.000416812 0.000531437 0.000523467 0.000664269 0.000515369 0.000420672 0.000406096 0.00053524 0.000388942 0.000300662 0.000465577 0.000447816 0.00040863 0.000291373 0.000321402 0.000238412 1.68156e-05
threshold=-0.40446999999999994 -0.40274499999999996 0.10385500000000002 -0.49837999999999999 0.084770000000000026 -0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.12862000000000004 0.024145000000000003 -0.082084999999999977 -0.100615 0.079360000000000014 0.075585000000000013 0.088185000000000013 -1.0000000180025095e-35 -0.092854999999999979 -0.0034949999999999994 -0.077699999999999977 0.091025000000000009 -0.24402999999999997 0.10031000000000002 0.084100000000000022 0.086065000000000016 0.082715000000000025 -0.084084999999999979 0.095010000000000011 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 8 10 -5 -7 12 13 14 27 -13 19 -18 -19 -17 -20 22 23 24 -22 -26 -23 -12
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 15 -14 -15 -16 16 17 18 20 -21 21 26 -24 -25 25 -27 -28 -29
leaf_value=-0.0019051310917127956 -0.0015101747844410993 -0.0015552146738788079 0.0019916398948185855 -0.0029475015583144844 0.0023708344127488434 -0.0021462002643893151 0.0022601510048623178 -0.0021963809560571891 -0.0022717878876398275 0.0004106892642899886 0.003009154961134347 -0.0021702804672863799 -0.0010305170909750017 -0.00019536877861548398 5.2089997221673272e-06 -0.002453764262643085 -0.0012382520008010971 0.002488080829222917 -0.0013743693603938721 0.00048015863935449405 -0.00038822508668016924 0.0026925377120999849 -0.001786978493402015 -0.0011401480088857226 0.00072151892153741938 0.0031711434974247017 0.00050287330039635832 0.0035884010550008326
leaf_weight=0.0010096894356396149 0.0013933221682105304 0.0018807467535513203 0.0011907375620854302 0.0010988382989267622 0.0010256510484225592 0.0010586506838743395 0.0015840997860143693 0.0014857757331543367 0.0011418542048824412 0.001170476849904234 0.0011589027664813401 0.0012362283127407827 0.0011847314085609018 0.0014482786527523217 0.0010981715332363251 0.001327052649735534 0.0015868417862909831 0.0018222733940476106 0.0011243489162566797 0.0010383614171542987 0.001164390217773828 0.0016614444697600206 0.0013248485566588197 0.0013820215343756104 0.0016532593534339668 0.0011858665853772266 0.0010438709064146678 0.001460366680865458
leaf_count=305 143 162 41 375 117 72 164 88 50 155 72 662 103 60 11 145 95 87 36 79 58 105 538 29 59 18 20 61
internal_value=0 2.26391e-05 8.27353e-05 1.65583e-05 0.000107609 3.37792e-05 0.000130955 8.69489e-06 0.000134213 -0.0012154 0.000244282 0.000350163 0.00113844 0.00163587 0.00234931 6.49396e-05 0.000234312 0.000471741 0.000691238 -0.00116584 0.000380581 0.000590144 8.31816e-05 0.000543243 0.00112435 0.0017447 0.00184764 0.00333211
internal_weight=0 0.0369314 0.0355381 0.0343474 0.0324666 0.031441 0.0291716 0.0275875 0.0261018 0.00226932 0.0249599 0.0239013 0.00635045 0.00516572 0.00371744 0.0175508 0.0163146 0.0139492 0.0123623 0.00236541 0.0105401 0.0094157 0.00671039 0.00538554 0.00400352 0.00283913 0.00270532 0.00261927
internal_count=3910 3605 3462 3421 3259 3142 2612 2448 2360 530 2310 2238 307 204 144 1931 1269 1045 950 224 863 827 702 164 135 77 125 133
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=45 14 30 4 1348 484 1212 106 16 11 3 15 160 49 52 43 38 124 3 39 47 47 376 42 2 4 160 156 160 12
split_gain=0.00160016 0.00143487 0.00144874 0.00123927 0.0013601 0.00105426 0.000887566 0.000897381 0.000948992 0.00105745 0.00111993 0.00110559 0.00096606 0.00110951 0.000956481 0.000934256 0.000911996 0.00151281 0.00115254 0.000950466 0.00138119 0.00127481 0.000822746 0.00090579 0.000902338 0.000995812 0.0011854 0.00127348 0.00122725 0.0010557
threshold=-0.080134999999999984 0.064610000000000015 0.085915000000000019 0.51224500000000017 0.090050000000000005 -0.0043499999999999988 -1.0000000180025095e-35 0.092305000000000012 -0.54165499999999989 0.088160000000000002 -0.15464999999999998 -1.0000000180025095e-35 -0.40446999999999994 0.12668500000000002 0.12897500000000003 -0.11652999999999998 0.11976000000000002 -0.085074999999999998 0.30601500000000009 0.16168500000000002 0.13206500000000002 0.11323000000000001 0.089605000000000018 -1.0000000180025095e-35 0.10679500000000001 -0.49837999999999999 0.087825000000000014 0.091280000000000014 -0.092169999999999988 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 10 11 -10 -12 16 -15 -13 17 -14 19 20 21 22 23 -19 25 -25 27 28 -27 -30
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 12 15 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0013463007878795833 -0.00088634581510614369 -0.0010633202024115495 0.0013460073091815638 0.0010146820270805822 0.0011344274470121709 -0.0013460670256376919 0.00057907619393898508 -0.0012261632528457647 0.0013461557726649257 -0.00097445473136276151 -0.0011512171145806409 0.00075360311261872222 0.00085716272329076698 -0.00015390224904170049 0.001236471659612381 -0.00060463006976336955 -0.0013033708217421115 -0.00096218456235550845 0.00088027495918704924 0.00092473072625151424 -0.0013463195929666286 0.00075826730367334501 0.00073103558538811233 -0.0013460845257929595 -0.00067389260120186752 -0.0010155118248879719 -0.00067253094586056518 -0.0013460871368026666 -4.73365526389068e-05 0.00063621802648099646
leaf_weight=0.0011129223464649831 0.0052413758935698765 0.004018432176735586 0.001030726878159526 0.0013591832529584727 0.0012106044394215578 0.0013422370022206911 0.0026021635194553019 0.0016385784974772824 0.0015348221586464206 0.0034563122026156625 0.0021388303784428677 0.0016295636251015821 0.0021495673862190747 0.0019260357660755281 0.0016765485271807989 0.0020993097088535173 0.0015280557288406263 0.0044267476779260564 0.001464687164876465 0.0010669256403730279 0.0024389192469698165 0.0019492725556808912 0.0012284974219767255 0.001298273301898671 0.0096029353976732068 0.0016473305265041196 0.0058650338805925619 0.0011769106541716914 0.011362537172529687 0.0063975867220751317
leaf_count=15 572 132 97 124 47 262 60 6 27 99 277 14 76 89 30 42 19 692 73 19 19 45 17 50 164 86 115 60 368 214
internal_value=0 -0.000277946 -0.000239687 -0.000259752 -0.000281377 -0.000303103 -0.000261595 -0.000241464 -0.000218631 -0.000249128 -0.000210326 0.000384682 -0.000263101 -0.000229896 0.000493141 -1.10654e-05 -0.00027849 -0.000248417 -0.000296018 -0.00033157 -0.000359852 -0.000306334 -0.000354587 -0.000386511 -0.000318283 -0.000195213 -0.000138723 1.33737e-05 9.58144e-05 0.000198895
internal_weight=0 0.086508 0.0824896 0.0814588 0.0800997 0.0788891 0.0736477 0.0723054 0.0706669 0.0680647 0.0646084 0.0052637 0.0593447 0.0572059 0.00360258 0.00372887 0.0536033 0.0520752 0.0499257 0.048461 0.047394 0.0449551 0.0430059 0.0417774 0.0373506 0.0277477 0.0264494 0.0205844 0.0194075 0.0177601
internal_count=3910 3895 3763 3666 3542 3495 2923 2661 2655 2595 2496 83 2413 2136 119 56 2017 1998 1922 1849 1830 1811 1766 1749 1057 893 843 728 668 582
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=45 14 156 403 1373 1429 4 482 1365 447 11 1456 403 3 480 15 106 9 133 146 51 133 48 159 13 2 52 151 13 49
split_gain=0.00120211 0.0015583 0.00103756 0.00100797 0.000972935 0.000996228 0.00104457 0.00103245 0.000938402 0.000938463 0.00143238 0.0010038 0.000971386 0.00104364 0.00102232 0.000975474 0.000853049 0.00110734 0.000750003 0.000702267 0.000747378 0.000909955 0.000815989 0.000780778 0.000771282 0.000623821 0.00106768 0.00099361 0.000924512 0.00114856
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.13415000000000002 0.099250000000000019 -1.0000000180025095e-35 0.50657000000000008 0.091725000000000015 1.0000000180025095e-35 0.089095000000000021 0.088315000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.097604999999999983 0.086230000000000015 -0.26361999999999991 0.092305000000000012 -0.016839999999999997 -0.26719999999999994 0.084635000000000002 0.12527000000000002 0.10681500000000001 0.12862000000000004 0.10701500000000001 -0.5337599999999999 0.099015000000000006 0.11743500000000003 0.056555000000000001 0.10534500000000001 -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 -2 4 5 -4 7 8 9 10 11 -7 13 -13 15 -14 17 -17 -19 20 21 22 23 24 -20 27 28 -26 29 -27
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013732450589418758 -0.0013729357657073433 -0.0011064436355896219 -0.00098551002609512952 -0.0013729673482059681 -0.0012453892812983812 -0.00087601497655265834 0.0010979265347387456 -0.0012929371326211455 -0.00086982950485360068 0.0010164453710815881 -0.00087618070552766402 0.0003003044939296514 0.0012708431356044949 -0.0010873216525382871 -0.0009827982516822111 0.0013732373693723927 -0.0009897091727122749 -0.0009099483154464237 -0.00079171948133665063 -0.00092018849072599018 0.00088498669719484996 -0.00086992235991757716 -0.00076985475141598948 -0.00087525086379497137 0.00026618839407796784 -0.00026783438532957955 -0.00039200968538133705 -0.00090006181025523071 -2.7836834595098634e-05 0.0011742516341463343
leaf_weight=0.0011061420327678198 0.0010701628130564958 0.0026308100374627932 0.0017790498312022498 0.0010100818120293278 0.0011481534178514599 0.0019331924237948597 0.0017636882621037122 0.0010976845675103588 0.0020272454167695733 0.0019508969473065454 0.0029983242207833874 0.0017590321122158414 0.0015906146543720459 0.0024365777217316689 0.0013849246872643653 0.0014857216383390428 0.0011505546995067553 0.001182823371663754 0.0012065556849165651 0.0010356793534356248 0.003000970289388504 0.0015119911373662189 0.0015248943952315122 0.0011200905703176991 0.022327087109785815 0.0012234929614010088 0.0018324633878208383 0.0014673347032108089 0.0022881478222416271 0.0069765912222905496
leaf_count=15 193 122 148 189 30 234 200 119 70 99 69 74 50 766 120 47 11 149 13 14 73 78 19 81 622 18 38 46 32 171
internal_value=0 -6.83193e-05 -3.10519e-05 -1.1166e-05 8.15221e-06 2.86967e-05 5.51234e-05 2.74719e-05 4.96287e-05 7.90344e-05 4.92675e-05 9.67496e-05 0.00013003 -0.000505552 0.000181008 0.000212658 0.000178541 0.000206437 0.000169315 0.000197362 0.000223383 0.000175516 0.000215067 0.000254136 0.000288031 0.000324104 0.000574849 0.000194269 0.000743775 0.000959085
internal_weight=0 0.0759148 0.073284 0.0722139 0.0712038 0.0700556 0.0682766 0.0665129 0.0654152 0.063388 0.0614371 0.0584387 0.0565055 0.00419561 0.0523099 0.050925 0.0493344 0.0481838 0.0466981 0.0455153 0.0444796 0.0414786 0.0399667 0.0384418 0.0373217 0.0361151 0.0123207 0.0237944 0.0104882 0.00820008
internal_count=3910 3895 3773 3580 3391 3361 3213 3013 2894 2824 2725 2656 2422 840 1582 1462 1412 1401 1354 1205 1191 1118 1040 1021 940 927 259 668 221 189
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=30
num_cat=0
split_feature=31 150 41 1456 123 15 457 43 42 3 3 52 42 43 16 1 4 1374 16 15 15 15 12 49 3 14 52 13 49
split_gain=0.000270898 0.000257102 0.000400646 0.000431663 0.000377657 0.00041672 0.000393655 0.000362935 0.000645758 0.000541255 0.000586917 0.000537995 0.000473577 0.000469101 0.000577049 0.000489958 0.000459254 0.000361798 0.000337045 0.000653911 0.000581393 0.000520771 0.000274944 0.000250476 0.000227499 0.000320589 0.000225928 0.000124404 2.15821e-05
threshold=-1.0000000180025095e-35 0.082085000000000019 0.078535000000000008 -1.0000000180025095e-35 0.080750000000000016 -0.03231499999999999 0.088850000000000026 -0.069974999999999996 -0.10770999999999999 -0.075954999999999981 -0.10628499999999998 0.048490000000000012 0.08221500000000001 0.0050750000000000005 -0.035699999999999989 0.11327500000000001 -0.080874999999999989 -0.094679999999999986 0.081265000000000018 -0.015439999999999997 -0.16430499999999995 0.024640000000000006 0.10257000000000001 -0.084114999999999981 0.16699000000000003 -0.072374999999999981 -0.016329999999999997 0.18622000000000002 -0.076864999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 8 -5 10 27 -12 13 15 16 18 -15 -3 19 20 -9 -21 23 -19 25 -17 -11 -10 -25
right_child=1 4 -4 7 -6 6 -8 12 9 26 11 -13 -14 14 -16 24 -18 22 -20 21 -22 -23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0014370623960067554 -0.0021227535218738521 -0.00094317656187328683 -0.0016841956226868835 -0.001663281478990788 0.002245078718038774 -0.0025502806908806069 0.00023097731692022793 -0.00020412606782007589 0.0022374591361243035 0.0027935883713862369 -0.0020838950251964253 0.0006511209536497986 -0.0021888783757103643 0.0011948785262246746 0.002190128262715859 0.0011352957946865702 -0.0018178360431254184 0.0003910153159229906 -0.0025244239323154003 0.0018192801959010282 -0.0032523639857344497 -0.0012099466210433573 -0.00039614855658866066 0.0018993643295180454 0.0015252269969920009 -0.0013699284230182188 0.0010284344511743487 0.00071930180598647829 0.0025710765804151589
leaf_weight=0.0012771880080446598 0.0011052145304107355 0.0012143872618857188 0.0018914532902778438 0.0013304908636809784 0.0010346090463686508 0.0010028207819825496 0.0011618080244613083 0.0012503143576073628 0.0010158055390849805 0.001452800984032443 0.0016033381293294457 0.0014473404428094749 0.0013644293090513413 0.0010486331720125364 0.0017120287007470489 0.0010097794595083087 0.0010928898764206441 0.0012656910320694159 0.0013557049407031396 0.0013916091923498195 0.0014059136145746489 0.001055505454262029 0.0010349614542661811 0.0010109289901691909 0.0012758739054161694 0.0011618793558483276 0.0016244153778677264 0.0013033560714794667 0.0010126857579013659
leaf_count=113 353 23 161 109 91 113 46 51 50 82 388 221 654 55 66 22 170 71 178 68 91 276 27 35 73 69 143 40 71
internal_value=0 -8.65941e-05 -0.000239061 -0.00013396 0.00040021 0.000152431 -0.00105751 -4.56925e-05 0.000442615 0.000774313 0.000151128 -0.000786315 -0.000361368 -0.000180155 0.000782618 -0.000554663 -0.000342609 0.000625303 -0.00108306 -0.000700157 -0.00181753 0.000512694 0.00106578 0.00152577 0.000435298 -0.000205047 0.00186179 0.00138426 0.00223551
internal_weight=0 0.0366367 0.0278988 0.0260073 0.00873789 0.00770328 0.00216463 0.0249021 0.00977755 0.00844706 0.00536984 0.00305068 0.0151246 0.0137601 0.00385355 0.00990658 0.00214152 0.00553865 0.00645905 0.00510334 0.00265623 0.00244711 0.00432427 0.00328931 0.00344753 0.00217166 0.00307722 0.00231916 0.00202361
internal_count=3910 3797 3320 3159 477 386 159 2806 1033 924 699 609 1773 1119 291 828 225 227 664 486 142 344 204 177 164 91 225 90 106
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=45 14 156 30 124 3 1212 1455 151 1348 1455 1374 11 457 156 1 106 403 151 132 41 48 3 15 123 42 43 133 3 3
split_gain=0.00173969 0.00165321 0.00128911 0.00123685 0.0012533 0.00208317 0.00113182 0.00114909 0.00109166 0.00128116 0.00130523 0.00128296 0.00118604 0.00118266 0.00113134 0.00119407 0.00141742 0.00133802 0.0011878 0.00116379 0.00105939 0.00101248 0.00105749 0.000922204 0.00104616 0.00125543 0.000917721 0.000954441 0.00140773 0.000966744
threshold=-0.080134999999999984 0.064610000000000015 -1.0000000180025095e-35 0.085915000000000019 -0.43954999999999994 0.30601500000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.086535000000000015 0.086000000000000007 0.10600000000000001 0.53894500000000012 0.12428500000000002 1.0000000180025095e-35 0.092305000000000012 -0.080924999999999983 -0.083919999999999981 0.079995000000000011 0.078385000000000024 0.086065000000000016 -0.078244999999999995 -1.0000000180025095e-35 0.091310000000000016 -1.0000000180025095e-35 -0.083254999999999982 0.10681500000000001 0.10666500000000002 -0.115685
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 15 17 19 -10 -19 20 -17 23 -23 -20 25 -25 -27 28 29 -28
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 21 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0014868516294203318 -0.0014861180465496726 -0.0010402680945321048 -0.0014547620786083651 0.0014861173809360109 -0.0014861330179508096 0.0012869822123695029 -0.001486161016051897 -0.0012649542322469645 -0.0014861483545823301 0.0014223087601567723 -0.0014158132839859807 -0.0011253763013163666 -0.0014017130700713549 -0.0014862540295608553 -0.0014577422192150781 0.00033819846685855849 -0.0012896678749943742 -0.0011286290290464362 -0.00091348018242198837 0.0012957672898596566 -0.00060657464872592283 0.0012459995508278957 -0.00045047789775615025 -0.0014862573338949793 0.001459742373260248 0.00058294649454567729 -4.9247873939155166e-05 -0.0014863745774217395 0.00078247502882334142 -0.0014862054375710569
leaf_weight=0.0016258630409993194 0.0013091302801928597 0.0036752113313003312 0.0013265139806719608 0.0012186754702021565 0.0011808026461914692 0.0026920798461738107 0.0011636870922320233 0.0014744372389543505 0.0014891871290880756 0.001424034717629751 0.0014118724291645171 0.0020743762423105485 0.0012048680675889037 0.0010417865387353223 0.001003057432359177 0.03547038402014735 0.0012232556791786911 0.0020140781641240215 0.0025437712840092877 0.0026001249699376663 0.0028300530932199299 0.0027700529460816803 0.0011475272943410877 0.0012370686725424749 0.0010833720825758055 0.0050155957289490525 0.0030576531735277976 0.0011344488394673391 0.0029239166979095899 0.0015621001020731376
leaf_count=15 193 132 21 97 271 146 159 64 459 35 169 74 19 13 92 877 6 136 254 93 59 62 68 197 4 46 16 36 12 85
internal_value=0 -6.40934e-05 -2.26789e-05 -2.23951e-07 -2.17622e-05 1.2028e-06 -4.20209e-05 -2.04088e-05 1.53283e-06 2.60187e-05 -5.50036e-07 2.66631e-05 6.01556e-05 8.52649e-05 0.000108956 0.000132031 0.000286559 -0.000118531 -3.53671e-05 0.000333701 0.000268388 6.26024e-05 0.000749072 -8.23113e-05 4.97158e-05 -5.25952e-05 7.69196e-05 -0.000215543 -2.44301e-05 -0.000535133
internal_weight=0 0.0903031 0.0866279 0.0853188 0.0841001 0.0827736 0.0800815 0.0789007 0.077737 0.0762626 0.0748386 0.0734267 0.0713523 0.0701474 0.0691056 0.0681026 0.0421238 0.0259788 0.0244896 0.0409006 0.0383004 0.0224755 0.00391758 0.0185579 0.0160142 0.0149308 0.0136937 0.00867812 0.00754367 0.00461975
internal_count=3910 3895 3763 3570 3473 3452 3306 3035 2876 2812 2777 2608 2534 2515 2502 2410 1035 1375 916 1029 936 780 130 650 396 392 195 149 113 101
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=29
num_cat=0
split_feature=160 1213 38 124 475 3 1 0 133 42 457 4 43 15 47 48 50 3 51 12 49 2 131 16 150 49 15 2
split_gain=0.000275073 0.000281842 0.000262534 0.000486193 0.000327561 0.000337683 0.00029364 0.000292666 0.000510835 0.000516224 0.000482903 0.000466224 0.000402996 0.000642169 0.000655038 0.000536279 0.000582367 0.000514122 0.000406722 0.000387878 0.000607084 0.000353622 0.000343942 0.000277202 0.000256223 9.41033e-05 5.41993e-05 3.55088e-05
threshold=-0.40446999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.086804999999999979 -0.084049999999999986 0.16699000000000003 0.097070000000000004 -0.017269999999999997 0.084630000000000025 -0.11403999999999999 -0.0015249999999999997 -0.49837999999999999 -0.074254999999999988 0.083185000000000023 0.09252500000000001 0.086125000000000021 0.077805000000000013 -0.075954999999999981 0.090935000000000016 0.081660000000000024 -0.029304999999999998 0.10113500000000002 0.077555000000000027 -0.025139999999999999 0.082085000000000019 -1.0000000180025095e-35 -0.07142999999999998 0.10910500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -6 -11 -9 17 14 15 16 23 22 -17 21 -21 -13 26 25 -10 -14 -12 -4
right_child=1 2 27 4 5 6 -8 11 24 10 12 19 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0021997583312810039 -0.0019636866917817327 0.0026948091657564366 -0.0019512828446904816 -0.0022916781820525858 -0.0028042814612571549 0.00015251700408922455 0.0032105554084525113 -0.0013470048834644636 -0.0033793438882960755 -0.0018009855235994144 0.00063500724350815194 0.0041620673397720883 0.0041239488053884015 -0.0025534697194051176 -0.0018632249988676747 -0.0023759816439472142 -0.0012021999921745746 0.0032999392094529086 0.00093122523839068679 0.0025464859730786374 -0.0012006455848305839 0.00081900989415708712 -0.0015808944598956103 0.0011380356192873897 -0.00054057169156586805 0.0024680978602452672 0.0019404606628992047 -0.00083188714850974293
leaf_weight=0.0010186430462999487 0.0012288762239414655 0.0013023545575463471 0.0010036937725832465 0.0010046647837715908 0.0010905716585389016 0.0010786698512674766 0.0011463621879741481 0.0014326026466537911 0.0012477064139276286 0.0019578670354891683 0.0010212854029963969 0.0012609767255469312 0.0011598732681434853 0.001538646030640912 0.001890170249231605 0.0012763452850830248 0.0010334450090284664 0.0016837762237589251 0.0013588074659570681 0.0013314531345258729 0.0017994466226785022 0.0010074092238383514 0.0010246016787776036 0.0019828231635836699 0.0010250389849923991 0.0012753892668340072 0.001254048065490565 0.0010025022338950862
leaf_count=305 560 98 50 275 94 9 148 84 711 104 68 60 46 358 99 64 28 96 25 21 70 41 125 138 56 72 65 40
internal_value=0 1.67808e-05 8.594e-05 0.000175285 7.23649e-05 0.000149284 0.00172805 2.6683e-05 -0.00021123 8.25727e-06 0.000174441 0.000786555 0.000408854 -2.3686e-05 0.000366461 0.000887625 0.00164085 0.00140829 -0.000670632 0.00135266 0.000392868 0.00267739 0.00044309 0.00230588 -0.00209902 0.00325675 0.00135451 -0.00139192
internal_weight=0 0.0364194 0.0351905 0.0331843 0.031882 0.0308773 0.00222503 0.0286523 0.0218204 0.0195476 0.0184571 0.00683189 0.0164992 0.0115155 0.00997685 0.00808668 0.00545153 0.00498371 0.00263515 0.00539929 0.0031309 0.00226839 0.00329994 0.00441809 0.00227275 0.00243526 0.00227533 0.0020062
internal_count=3910 3605 3045 2955 2857 2582 157 2425 2149 1382 1288 276 1184 830 472 373 284 354 89 192 91 101 258 256 767 118 133 90
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=29
num_cat=0
split_feature=1456 457 457 1213 38 12 1 158 133 13 40 156 474 1374 50 15 3 13 13 13 151 9 52 15 2 13 0 4
split_gain=0.000246902 0.000260359 0.000505868 0.000332112 0.000290422 0.000488976 0.000673858 0.00031746 0.000299504 0.000438403 0.000277947 0.000289912 0.000565953 0.000354286 0.000325849 0.000308488 0.000566143 0.000351876 0.000311013 0.00028895 0.000472076 0.000475002 0.000289576 0.000272344 0.000241759 0.000179299 0.000146183 2.99151e-05
threshold=-1.0000000180025095e-35 -0.14786499999999997 -0.079274999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.071274999999999991 0.099595000000000017 0.087355000000000016 0.086975000000000011 -0.37340499999999993 -0.050089999999999989 0.083950000000000011 0.084655000000000022 -0.094679999999999986 0.11413000000000002 0.041585000000000004 -0.10140999999999999 0.25430000000000003 -0.083514999999999992 0.10741000000000002 -0.091204999999999981 0.081505000000000008 0.11401500000000002 -1.0000000180025095e-35 0.099015000000000006 -0.071149999999999977 -0.10209999999999998 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 13 -13 -12 15 17 -17 19 -18 20 -15 22 23 24 25 -22 -27 -25
right_child=1 2 3 4 -6 7 -8 -9 9 -11 11 12 -14 14 -16 16 18 -19 -20 -21 21 -23 -24 27 -26 26 -28 -29
leaf_value=-0.0018513774602935797 0.0022780461905700482 -0.0031554863049767859 -0.0023154838133527984 0.00023871321163985914 -0.0015369567654555018 -0.0019376264076991301 0.0044646597125281894 -0.002170411944911182 0.00082528886573753795 -0.0031188457381031414 -0.0015850562240920616 -0.0033502112051477058 0.00085447886269988959 -0.0013369974286121921 -0.0016451440721611812 -0.0026499946021181593 0.0028688676579439803 0.0034963417367028975 -0.00034393973203376675 -0.00055613936637027449 -0.00041355214351119579 -0.0012512947480103627 7.1156547951632955e-05 0.0031940424111470116 0.0033056574989391747 0.00062482297377368541 0.0028939663073011988 0.0042759148756845626
leaf_weight=0.0014427767339536537 0.0010003260673423489 0.00100353642449058 0.0011308170994581692 0.0018882826607864436 0.0019192943323007574 0.0010417662533797048 0.0012499102952761021 0.0012151042427406269 0.0010047835604609645 0.0012738505324135776 0.0013674814882449473 0.0011323914698178053 0.0014616120027346469 0.0011936278391040398 0.0010489246583971204 0.0012630389095962258 0.00104847349907633 0.0012411042475872778 0.0014057761618647404 0.0019883566381793125 0.0010373787367228271 0.0010015859215144482 0.0012932089269854785 0.0010062759708127089 0.0014592735001350832 0.0010684540572363154 0.0012030127993156725 0.0010317626333460417
leaf_count=369 54 174 551 70 90 71 259 148 14 579 29 170 135 86 100 61 74 22 323 32 85 67 47 61 119 27 71 22
internal_value=0 3.31919e-05 -3.28954e-05 6.21336e-05 0.000146564 0.000254538 0.00192186 5.92061e-05 0.00016515 -0.00137965 0.000316266 0.000421787 -0.000981045 0.000606903 0.000770786 0.000917766 -0.000221295 0.00123085 0.0010286 0.00100194 0.00130288 0.00164911 0.00200778 0.00237575 0.00179189 0.00112428 0.00182661 0.00374174
internal_weight=0 0.0349794 0.0339791 0.0329755 0.0318447 0.0299254 0.00313819 0.0267872 0.0255721 0.00227863 0.0232935 0.0222517 0.002594 0.0196577 0.0182903 0.0172413 0.00371729 0.013524 0.00245425 0.0122829 0.0102946 0.00910095 0.00809937 0.00680616 0.00476812 0.00330885 0.00227147 0.00203804
internal_count=3910 3541 3487 3313 2762 2672 329 2343 2195 593 1602 1531 305 1226 1197 1097 458 639 397 617 585 499 432 385 302 183 98 83
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=26
num_cat=0
split_feature=51 124 131 4 12 4 4 51 47 1 16 39 3 42 13 15 2 0 15 15 16 15 52 16 0
split_gain=0.00026302 0.000299999 0.000302933 0.000348809 0.000741779 0.000708593 0.000347261 0.000340092 0.000507845 0.000405977 0.000511753 0.000338677 0.000359907 0.00082652 0.000448578 0.000437928 0.000292133 0.000551759 0.000279328 0.00025194 0.000208027 0.000178091 0.000176007 0.000154929 1.66825e-05
threshold=-0.40274499999999996 0.10385500000000002 0.092255000000000018 0.0057500000000000008 0.099170000000000022 -0.0010999999999999996 -0.0040999999999999986 0.12190000000000002 0.088495000000000004 1.0000000180025095e-35 -0.53257999999999994 0.085060000000000011 -0.100615 0.084100000000000022 -0.0030249999999999995 0.024640000000000006 0.10836000000000003 0.12346000000000001 -0.106555 -0.46267999999999992 -0.53257999999999994 0.035895000000000003 -1.0000000180025095e-35 -0.094359999999999986 -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
left_child=-1 2 3 4 5 6 11 8 9 -5 -11 12 16 14 -14 22 17 21 20 -12 -10 -2 -16 24 -21
right_child=1 -3 -4 7 -6 -7 -8 -9 18 10 19 -13 13 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=-0.0016334417745326501 0.0017922714401927202 0.0018778528326146302 -0.0015558387621960553 -0.00034517449993692851 -0.0026922123169648535 -0.0021631984822450025 0.0019392008846710626 -0.001454003634992382 0.0014569401438695988 -6.8622411303669693e-05 0.00064645209403727997 0.0015698677784935159 0.001365353689189831 -0.0030558433577903181 -0.0010105655744007127 -0.0027888561215799377 0.0022114126058574816 -0.0020510782423941863 -0.0018503775074508676 0.001552518199325129 -0.0005491996859905454 -0.00012792806850943865 0.0010655118040854756 0.0033200489280062343 0.0022021073233065673
leaf_weight=0.0012712511939700901 0.0014912553012269543 0.0010962763464998906 0.0015992802966112709 0.0019199828216274195 0.0015156956080407671 0.0018360746543113508 0.0013506092489681274 0.0010934096114871847 0.0010633255592438218 0.0018946327172386663 0.001150189274996995 0.0016017114936399688 0.0018531539684720488 0.0015248240497437449 0.0010094259908147718 0.0010247100155565958 0.0010679897053407217 0.0010990519011357947 0.0012255913031093977 0.0010101996568110411 0.0017852716257243939 0.0010691914677307679 0.0011004360091557688 0.0018269367331420431 0.001028821181538131
leaf_count=145 85 42 386 248 304 188 73 46 34 109 119 106 403 833 120 151 38 52 56 31 61 91 38 81 70
internal_value=0 2.98415e-05 -3.12877e-05 4.60107e-05 -0.000291269 -6.42285e-05 0.000207317 0.000468723 0.000631631 0.00111545 0.00152124 2.51686e-05 -0.000194952 -0.000742374 -3.51105e-05 -0.000863063 0.000559172 7.69814e-05 -0.000417034 0.00212175 0.000199653 0.000990434 7.22495e-05 0.00256067 0.00188028
internal_weight=0 0.034238 0.0331418 0.0315425 0.0175441 0.0160284 0.0141924 0.0139984 0.012905 0.00883076 0.00691078 0.0128417 0.01124 0.00651255 0.00498773 0.00313457 0.00472749 0.0036595 0.00407419 0.00501615 0.0028486 0.00256045 0.00210986 0.00386596 0.00203902
internal_count=3910 3765 3723 3337 2482 2178 1990 855 809 658 410 1917 1811 1545 712 309 266 228 151 301 95 176 158 182 101
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=45 14 403 158 1429 1 159 482 403 151 52 52 2 3 0 2 0 43 1373 106 147 31 48 11 52 15 43 52 0 0
split_gain=0.00113164 0.0014773 0.000993535 0.000828421 0.000860019 0.000728974 0.00161915 0.00102577 0.000892244 0.000990549 0.000816509 0.00105128 0.000920061 0.00113719 0.000974805 0.00122294 0.00107478 0.000857763 0.00075666 0.00079059 0.00117874 0.00102419 0.000964946 0.000794108 0.000898857 0.000746832 0.00130782 0.00110182 0.000986802 0.00114796
threshold=-0.080134999999999984 0.077685000000000018 0.13415000000000002 0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.073745000000000019 0.085205000000000017 -1.0000000180025095e-35 -0.083919999999999981 0.11401500000000002 0.10701500000000001 0.10393500000000001 -0.115685 0.15480500000000005 0.099015000000000006 -0.089879999999999974 -0.083899999999999988 0.089490000000000014 0.092305000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.098424999999999985 0.087830000000000005 0.41469000000000006 -0.052074999999999989 -0.049504999999999987 0.12897500000000003 -0.10462499999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 7 18 -6 -10 11 12 14 -14 15 16 -11 -18 19 20 21 -7 -22 24 25 26 -23 -28 -27 -30
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0013732880795352053 -0.00099755965796840922 -0.0011316547231856949 -0.0013729734845913653 -0.0012218204710260458 -0.0011695625655158716 0.001373201178321355 0.00094719158244744564 -0.0012819336269966179 -0.0011111197208381164 -0.00079565967059797341 -0.001000034302884331 0.001345719703099249 0.00017099530815642175 -0.0013326042677511887 -0.00080147115329945267 0.0011365281284094677 0.00088432987014408775 -0.00028144643071547151 -0.0010376705629840291 -0.0010556546981382664 -0.00014816243339354826 0.00091459843385670856 0.0013296946842444868 -0.00075622594623786185 -0.00095088143215392201 0.00039645885071430876 -8.8012001774883893e-05 0.0011523031516664623 -0.0010249050009990639 0.00045928041315738277
leaf_weight=0.0010634863099312488 0.0015124542742366289 0.0023152755452855436 0.001000943975461909 0.001020229044240927 0.0015272195798894375 0.0011092524950857543 0.0043603398301321752 0.0010396825573479864 0.00160654817412098 0.001991475853688301 0.0013765092510524815 0.0011858685196557408 0.0018940756908705225 0.0018980639668271246 0.0015732252761679897 0.0027579810341631372 0.0028658082018448976 0.0020337692293193122 0.0010660690347279447 0.0010172822671279383 0.001197772433101818 0.0049429698848015837 0.0027320859004262834 0.0022389362929970949 0.0014609290585880777 0.0032237908047676386 0.010321112522698066 0.0015530055423340636 0.0033399457129128438 0.0013913893884023518
leaf_count=15 180 122 189 157 644 47 273 79 191 169 213 13 14 131 18 36 94 196 28 21 25 170 95 68 71 41 209 23 326 52
internal_value=0 -5.39814e-05 -1.57356e-05 5.41268e-06 2.52182e-05 5.02876e-05 0.000156348 6.22192e-05 -0.00015965 -7.92487e-05 1.50661e-05 0.000101317 3.03202e-06 -0.000581595 0.000200585 0.000363965 5.47646e-05 0.000400427 0.000101481 0.000136652 0.000172846 7.89995e-05 0.000879262 2.85783e-05 9.55595e-05 0.000157273 0.00032122 7.42077e-05 -0.00018931 -0.000588436
internal_weight=0 0.067554 0.0652387 0.0642378 0.0632176 0.0617051 0.0409946 0.0366342 0.0207105 0.0191833 0.0175768 0.0162003 0.0150144 0.00379214 0.0112223 0.00964903 0.00689105 0.00489958 0.0355945 0.0345285 0.0335112 0.0295813 0.00392986 0.0284721 0.0262331 0.0247722 0.0168171 0.0118741 0.00795513 0.00473134
internal_count=3910 3895 3773 3584 3427 3247 1528 1255 1719 1075 884 671 658 145 513 495 459 290 1176 1148 1127 1007 120 960 892 821 402 232 419 378
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=45 14 12 13 1373 401 158 52 133 160 106 31 1456 453 148 484 11 121 123 13 403 52 52 4 0 49 3 42 0 40
split_gain=0.00143686 0.00176953 0.00102999 0.000986754 0.000911787 0.000943011 0.000917218 0.000931814 0.00117839 0.00101244 0.000990791 0.001261 0.000907682 0.000862253 0.000992678 0.000944896 0.000868651 0.000845128 0.000898088 0.000968701 0.00118053 0.000947756 0.00133629 0.00131479 0.00124364 0.000832876 0.000808016 0.000892756 0.00108871 0.00087965
threshold=-0.080134999999999984 0.077685000000000018 -0.23342999999999997 -0.5337599999999999 0.099250000000000019 0.087020000000000014 0.11034000000000001 -0.42985499999999993 -0.26719999999999994 -0.40446999999999994 0.092305000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.10097500000000002 -0.027139999999999994 -0.0043499999999999988 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.10241499999999999 -0.088854999999999976 -0.081429999999999989 0.10701500000000001 0.15927500000000003 0.12500000000000003 -0.080034999999999981 -0.096314999999999998 0.085195000000000007 -0.11524 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10 11 -11 13 14 -13 -16 17 18 19 25 -21 26 24 -24 -23 -17 -22 28 -28 -30
right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12 12 -14 -15 15 16 -18 -19 -20 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012943018008558412 0.0012937928715364673 -0.0010676810313766428 -0.00092236589541520961 -0.00085594872492017124 -0.0011736599287080654 -0.00092341934468068198 -0.0011321030328849816 -0.0011781334304091845 -0.00078438405120268668 0.0012940341300162893 -0.0009827979287415111 0.00080652274197930281 -0.00082026635465771004 -0.0010167687664144975 -0.00070498853435921674 -0.00027411875804350471 -0.00053486062257477804 -0.00087871417583679928 0.00089648621258856562 -0.0012490105336846417 0.0011421980394154174 -3.4611857287754923e-05 0.0010107942363389842 -0.00045273457678704997 -0.0010578193708266502 0.00080574100744272071 0.00062558154867406392 0.00090328552311556127 -0.0012937378230056893 0.00026369907476089349
leaf_weight=0.0013602297469788019 0.0010021288724644242 0.0027405483403271083 0.0020018174476561503 0.0017996645981801498 0.0010922867016276419 0.0017363458486534524 0.0010945660991530373 0.0012067983672134899 0.002037349054065273 0.0016168084813301667 0.0012808332980114292 0.0039896682861453306 0.0016159530810169178 0.0010174496881631958 0.0021399198306202285 0.0014726638325726071 0.0027352650809007164 0.0011514899974827122 0.0032699553882906676 0.0010563633482489889 0.0023645662938527323 0.015951119665911229 0.0035848783260021824 0.0014399692015629739 0.0022710557720841953 0.0063480817538064116 0.0020637533477838588 0.0024138853223618639 0.0014556090412938261 0.0010409862070446252
leaf_count=15 68 122 27 334 30 273 154 207 251 85 20 137 236 22 199 32 46 20 146 380 34 671 86 41 22 93 24 32 91 12
internal_value=0 -4.73235e-05 -8.62049e-06 -2.69391e-05 -1.05391e-06 1.77389e-05 4.23431e-05 6.2022e-05 8.80284e-05 0.000112548 0.000142862 0.0001673 0.000135553 0.00016325 0.000185179 0.000136342 0.000173372 0.000215591 0.00024376 0.000192283 9.69433e-05 0.000140576 7.3927e-07 0.000591391 -0.000162136 0.000602401 0.000488672 0.000267098 -6.96489e-05 -0.000644345
internal_weight=0 0.0749918 0.0722512 0.0712491 0.0692473 0.068155 0.0664187 0.0653241 0.0635244 0.0623176 0.0602803 0.0589994 0.0573826 0.0557667 0.0547492 0.0507596 0.0486196 0.0458844 0.0447329 0.0414629 0.0336422 0.0325858 0.023247 0.00502485 0.0182222 0.00782075 0.0093388 0.00697423 0.00456035 0.0024966
internal_count=3910 3895 3773 3705 3678 3648 3375 3221 2887 2680 2429 2409 2324 2088 2066 1929 1730 1684 1664 1518 1393 1013 820 127 693 125 193 159 127 103
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=27
num_cat=0
split_feature=15 14 15 402 124 158 43 13 3 0 0 47 3 4 3 49 0 1375 14 13 1 2 12 3 12 47
split_gain=0.000240654 0.00034106 0.000464333 0.000329923 0.000359873 0.000447001 0.000361747 0.000327273 0.000365078 0.000517548 0.000578316 0.000454557 0.000702136 0.000363743 0.000331131 0.000320717 0.000310928 0.000296834 0.000287877 0.000285942 0.000273283 0.000272853 0.000462293 0.000200552 9.34648e-05 9.20183e-06
threshold=-0.26361999999999991 0.073890000000000011 -0.19153499999999998 0.086105000000000015 -0.048219999999999992 0.085745000000000002 -0.080894999999999981 -0.094679999999999986 -0.13927999999999999 -0.053834999999999994 -0.06402999999999999 0.09252500000000001 -0.078669999999999976 0.17888000000000001 -0.23791999999999999 -0.07107999999999999 -0.017269999999999997 -0.42595999999999995 -0.46637499999999993 -0.083514999999999992 0.095575000000000007 0.092745000000000008 0.09641000000000001 0.084925000000000014 0.10444500000000002 0.11771000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 6 7 -4 13 14 10 11 12 19 21 -9 -14 -11 -17 -1 -10 23 -6 -23 -19 -20 -13
right_child=1 -3 3 -5 5 -7 -8 8 9 16 -12 25 15 -15 -16 17 -18 20 24 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00053364077942276054 -0.0022721342976933902 -0.0021372503478816248 0.00028358599207071496 -0.001950301027200731 -0.0013051416055022327 -0.0018274298812511632 0.002860799131950554 2.374183942260098e-05 -0.00036666965592168195 -0.0026982872904601227 0.0022632126605502999 -0.0019957472825553619 -0.00071328038957176824 0.0020604267881408765 0.0023659871396840993 -0.00063253080010852432 -0.00047399540660817189 -0.00011356312613771694 0.0022145716039753652 -0.0027020882754996366 0.0025711932755894309 0.0021814114993629775 -0.00091469739297956709 0.0019186844682250674 0.00077988755546178252 -0.0015272662279711567
leaf_weight=0.0012191212051178013 0.001131433824229029 0.001009866562405203 0.0017387599415368271 0.0010121107699891932 0.0010820441228762646 0.0016176093973616626 0.0011030770649504964 0.0018553124067448579 0.0013267061345131875 0.0016306711551989928 0.0012246733085725667 0.0010798554045352579 0.0016500473090523826 0.001952855562101341 0.0012531630413263805 0.0010215062087581828 0.0014907426801853618 0.0014367573840129424 0.0012817650451633069 0.0012730635736232189 0.0016998723781433966 0.0013596583760815406 0.0010663023554049467 0.0010354038903770402 0.0010030395510121082 0.0010013301616433878
leaf_count=65 107 130 104 391 76 269 68 102 380 141 63 114 55 75 56 16 107 333 200 713 109 79 27 28 37 65
internal_value=0 -0.000123978 -5.84839e-05 2.52497e-05 9.44371e-05 -3.52908e-05 0.00128395 8.33256e-05 -0.000135183 -0.000351257 -3.67115e-05 -0.000281116 4.70889e-05 0.000842747 0.000968004 0.00063871 -0.001636 0.00106825 0.000847691 -0.00151028 0.00148468 0.000164883 0.000820553 0.000737594 0.00158474 -0.00177034
internal_weight=0 0.0320528 0.031043 0.0299115 0.0288994 0.0260576 0.00284184 0.02444 0.0189791 0.0158706 0.0127492 0.0115245 0.00944336 0.00546086 0.00310848 0.00684359 0.00312141 0.00519354 0.00350393 0.00259977 0.00417203 0.003508 0.00242596 0.00247216 0.0022848 0.00208119
internal_count=3910 3608 3478 3371 2980 2808 172 2539 2282 2124 1876 1813 1634 257 158 541 248 486 302 1093 470 182 106 361 237 179
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=45 14 156 30 403 1429 4 480 11 1455 1373 1 2 3 403 13 0 8 150 1 123 11 14 3 2 4 2 49 42 133
split_gain=0.00133036 0.00183932 0.00126804 0.00117115 0.00110297 0.00110664 0.00123242 0.0011941 0.00121663 0.00105882 0.00105605 0.00102097 0.00163813 0.00212196 0.00143332 0.00122486 0.00115949 0.00114748 0.00100725 0.00108999 0.00119004 0.000993292 0.000956446 0.00118359 0.00100434 0.00151066 0.00124765 0.000835189 0.000814424 0.000882367
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.085915000000000019 0.13415000000000002 -1.0000000180025095e-35 0.50657000000000008 0.086230000000000015 0.088315000000000018 -1.0000000180025095e-35 0.099250000000000019 0.077800000000000022 1.0000000180025095e-35 0.082730000000000012 -1.0000000180025095e-35 -0.5337599999999999 -0.084074999999999997 1.0000000180025095e-35 0.084800000000000014 0.094695000000000015 0.084425000000000014 0.080455000000000013 -0.076254999999999989 0.24227500000000002 0.085805000000000006 0.0057500000000000008 0.11260500000000001 -1.0000000180025095e-35 -0.089024999999999979 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 14 17 21 -11 -16 -17 18 19 -13 -21 -14 -15 24 -24 -26 -27 -10 -18 -30
right_child=1 -3 3 -5 -6 6 -8 -9 27 10 -12 12 13 22 15 16 28 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0014574539765035957 -0.0014569842825337077 -0.0012243245117338386 -0.0011016301612967745 0.0014569753110979713 -0.0014570337581221852 -0.0013706076679712634 0.0011528552217826722 -0.001205650771567148 0.00022791827486334687 -0.0012595269260851521 -0.0013369974115193587 -0.0010860180445227449 0.0012953960534032379 -0.00080863636982240073 -0.0014573292696466668 -0.00044989060849502996 -0.00082509068992307354 0.0013443753911364621 -0.0011256930054791921 0.00033562979500125655 -0.0013412861563402458 3.5282258632423162e-05 0.0013545743706653733 0.0014569985892343503 -0.0006056513601090408 0.0009331764968689637 -0.00039526411851872813 -0.0011916455578847998 0.00052398434074345907 -0.00079210105854948961
leaf_weight=0.0012354450959719534 0.0012900481439324088 0.0028084408106918693 0.001890983036270554 0.0011526539577815234 0.00112108222497631 0.0010606353431361617 0.0020077814572871935 0.0017145580341457736 0.0012818905124731828 0.0021179763553782474 0.0010719403880123926 0.0018312917443852337 0.0072208282556864845 0.0018513609022079427 0.0011664029298117376 0.0062166438772108699 0.0012454617674331212 0.0010379047520316939 0.0022860909877522326 0.0079869229299447397 0.0010120601523340165 0.0016268809204120771 0.0013223266332715875 0.0016700136432632471 0.0048287634280939074 0.0042766988984226373 0.0023117202976834506 0.002803733873690816 0.012145838579190393 0.0011869398482433633
leaf_count=15 193 122 146 97 189 149 156 178 16 615 27 276 181 33 4 468 85 37 57 186 8 34 8 82 77 40 37 60 277 57
internal_value=0 -6.5778e-05 -2.44545e-05 -5.92707e-07 -2.26135e-05 -1.22167e-06 2.71732e-05 -4.53673e-06 2.50689e-05 7.31992e-05 9.69727e-05 0.00012124 0.00026609 0.000489521 -0.000114948 -4.56298e-06 7.69239e-05 -0.00013026 -0.000246948 -6.146e-05 0.000147037 0.00106369 0.000177109 0.000303759 0.000152582 1.33682e-05 0.000467058 -0.000746248 0.000301575 0.000406821
internal_weight=0 0.0815459 0.0787374 0.0774474 0.0762947 0.0751736 0.0732827 0.0712749 0.0695603 0.0654747 0.0644141 0.0633421 0.0392629 0.0251086 0.0240793 0.0219613 0.0207949 0.0141543 0.0131164 0.0108303 0.00899898 0.00884771 0.0162609 0.0144095 0.0127395 0.0114172 0.00658842 0.00408562 0.0145782 0.0133328
internal_count=3910 3895 3773 3580 3483 3294 3148 2992 2814 2738 2589 2562 1056 492 1506 891 887 564 527 470 194 215 277 244 162 154 77 76 419 334
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=45 14 156 453 4 50 1348 11 401 1456 1 48 13 156 133 13 40 0 16 15 15 48 160 0 1 0 3 160 40 133
split_gain=0.00136517 0.00133541 0.00101543 0.000864321 0.000991013 0.000941181 0.000910412 0.00158015 0.000908535 0.000872237 0.000860855 0.000975835 0.000733037 0.000714236 0.00068425 0.000704793 0.000949827 0.000783677 0.000668431 0.00096685 0.000851027 0.000746463 0.00130089 0.000919257 0.000933333 0.00081498 0.000893604 0.000817799 0.000799519 0.000757515
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.10963500000000002 0.28937500000000005 0.11901000000000002 0.084895000000000012 0.080455000000000013 0.087020000000000014 -1.0000000180025095e-35 0.11235500000000002 -0.064549999999999982 -0.5337599999999999 0.091280000000000014 0.11166000000000001 -0.15355999999999997 -0.083709999999999993 -0.11524 -0.40374499999999997 -0.11739999999999999 -0.10469999999999999 0.093225000000000016 0.10266000000000002 -0.10575999999999998 0.10080500000000002 -0.089879999999999974 -0.015794999999999997 0.031805000000000007 0.0034800000000000005 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 -4 11 -6 -11 14 15 17 -17 -14 20 -20 -18 22 23 24 -21 -25 27 29 -28 -27
right_child=1 -3 3 -5 5 -7 -8 -9 -10 12 -12 -13 13 -15 -16 16 18 -19 19 21 -22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.0013201379487713584 -0.0013196214821185931 -0.0010447393058871577 -0.00081892262949234218 -0.0012123357966675001 0.0013196311554918914 -0.00075782760029610013 0.0010939747572419256 -0.0013196406470556193 -0.0011069222587572411 -0.00085394152788851414 0.0010852695551233401 -0.00015297520283139758 -8.5831461949113468e-05 -0.00067194106569300183 -0.00084833992945867846 0.0010358644656056762 0.00034801541150966317 0.00097959844257529969 -0.00095062265120797571 0.00019670427360691893 -0.0011106428680726977 0.00058482193385258675 -0.0011728801542614331 -0.00078250618442932433 0.001243123618734427 0.00026045063395113401 -0.00081232211189303898 0.0011534054750971573 0.00039080222716436863 -0.00081225961249344037
leaf_weight=0.0012843943638927149 0.0010279247258606619 0.0022848791237821678 0.0021691312685145894 0.0010041238720930315 0.0010293704191326469 0.0010195714939982281 0.0011962216486942614 0.0017056637530998833 0.0013260242028745308 0.0015578612188278376 0.0034206837260590817 0.0032807586294723023 0.0019016259787036915 0.0021759172334734336 0.001280257976719045 0.0016883056479457528 0.001102023961152554 0.0032678353278257069 0.001521280167429361 0.004936564879628221 0.001892379208030078 0.0051741931983775294 0.0014622343113424021 0.0023081591428013399 0.0021221684870624813 0.0084380779986174929 0.0031092295626394323 0.0015261995404909365 0.0013924638797107036 0.0013264360100588854
leaf_count=15 193 122 297 18 48 14 57 103 258 18 287 46 47 187 401 94 38 43 114 63 59 119 119 181 26 653 58 30 14 188
internal_value=0 -5.31299e-05 -1.84662e-05 2.3233e-06 2.1582e-05 0.000433835 -4.45109e-05 -7.00219e-05 -2.87778e-05 -3.84928e-07 0.000590996 0.000198721 3.64643e-05 6.62149e-05 0.00010235 0.000130544 6.83565e-05 0.000587672 2.3372e-05 7.70449e-05 -0.000573816 0.000126214 3.70786e-05 0.0001074 0.000511304 -5.01116e-05 5.69325e-05 0.000255132 -0.000440172 0.000114731
internal_weight=0 0.0676476 0.0653627 0.0643348 0.0633306 0.00875038 0.0545803 0.053384 0.0516784 0.0503523 0.00773081 0.00431013 0.0481832 0.0466254 0.0444494 0.0431692 0.0379997 0.00516946 0.0363114 0.033317 0.0029944 0.0317957 0.0266215 0.0251593 0.00705873 0.0181006 0.0157924 0.0112907 0.00450169 0.00976451
internal_count=3910 3895 3773 3580 3562 395 3167 3110 3007 2749 381 94 2452 2434 2247 1846 1756 90 1662 1565 97 1451 1332 1213 89 1124 943 871 72 841
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=156 482 15 10 11 401 146 38 3 124 483 133 159 1373 48 1 160 51 39 133 13 456 2 16 131 133 52 1 47 39
split_gain=0.0011996 0.00109443 0.0011832 0.00113113 0.00115673 0.00104272 0.00091777 0.000903815 0.00129259 0.00106544 0.00118193 0.00120611 0.00114983 0.00117353 0.000954447 0.000826332 0.000816469 0.000800031 0.000739937 0.00072563 0.000884472 0.00111142 0.000659832 0.0010862 0.000642326 0.00105114 0.000827033 0.000795438 0.000960304 0.000578392
threshold=-1.0000000180025095e-35 0.10022500000000002 -0.26361999999999991 0.08302000000000001 0.08776500000000001 0.087020000000000014 0.085665000000000019 1.0000000180025095e-35 0.31335500000000011 -0.048219999999999992 0.080590000000000009 0.10681500000000001 0.10701500000000001 0.10355500000000002 -0.021829999999999999 0.099595000000000017 -0.217635 0.11024000000000002 0.085060000000000011 -0.26719999999999994 -0.091849999999999987 0.084065000000000015 0.097940000000000013 -0.008069999999999999 0.097135000000000013 0.086975000000000011 -0.11271999999999999 0.14071500000000001 0.11719500000000001 0.15188500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 6 7 8 9 15 11 12 13 14 -11 18 -16 -2 -4 -18 22 24 23 -21 25 26 29 28 -28 -22
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 16 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013729589746478018 0.00077418411688360547 -0.0013000851071277037 -0.00037710600702134216 0.0013429868434911389 -0.0009490853623321774 -0.0011566992381432306 -0.0012824122935781227 -0.00067644054517444275 0.0013729713696623096 0.00086238078516706726 -0.0013401011336831147 -0.0011203109167801585 -0.0010386935147311894 -0.0013730769488265468 -0.00069626517461094447 0.001270922208177433 -0.00087216643961283286 -0.00039025420690589566 0.00082494153818221769 0.00058975533264824496 -0.00090244095146007426 -0.0013480621534097761 0.00089697677214685173 -0.00097639089508122577 0.00082588524465529423 -0.00125261126287799 0.00019830602507905803 0.0012874502135579815 -0.0011656454043894359 0.00031664301096152013
leaf_weight=0.0011961692558153372 0.005965118458274076 0.0011784176220137601 0.0019749319926347644 0.0011225507287377914 0.0025735739099062007 0.0014611017175805143 0.001008512571210928 0.0031653272203584484 0.0014149160761078852 0.0031042388300228643 0.0012474500697887683 0.0017087864740106254 0.0017499797504987305 0.0010036918135796205 0.0024458295592921777 0.0021582526094334753 0.0013389793584004375 0.0013668804883195662 0.0018877249983688671 0.002895628305360276 0.0023995210785665534 0.0010448722400440138 0.0046083542091537311 0.0011726437111914123 0.0020916125643912755 0.0011422845441435561 0.019470991265823304 0.0011840309671242713 0.0010240600683744097 0.0010564666465597838
leaf_count=197 266 109 30 30 108 272 21 65 61 110 216 439 162 19 224 98 175 19 25 73 131 82 39 24 90 125 666 4 17 13
internal_value=0 1.26499e-05 3.33343e-05 -2.35954e-05 -4.67217e-05 -1.02993e-05 1.65872e-05 3.79618e-05 7.6866e-05 4.45283e-05 -2.0325e-05 1.29738e-05 5.35439e-05 9.51111e-05 0.000127873 0.000590521 7.34234e-05 0.000557102 0.000210348 0.000121168 0.000156086 4.24644e-05 0.000541263 0.000138327 9.36797e-05 3.53979e-05 9.39326e-05 0.000193362 0.000130155 -0.000529777
internal_weight=0 0.0759667 0.0747883 0.0674563 0.0663338 0.0637602 0.0622991 0.0612906 0.0581252 0.0567103 0.0506894 0.049442 0.0477332 0.0459832 0.0449795 0.00602091 0.0418753 0.007332 0.00386266 0.0394294 0.0380905 0.0294138 0.00867663 0.00406827 0.028369 0.0262774 0.0251351 0.0216791 0.0204951 0.00345599
internal_count=3910 3713 3604 3319 3289 3181 2909 2888 2823 2762 2609 2393 1954 1792 1773 153 1663 285 55 1439 1264 1128 136 97 1046 956 831 687 683 144
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=45 14 156 403 1373 30 106 1455 151 16 403 457 123 124 480 124 1 42 12 3 2 133 49 47 157 4 41 43 3 133
split_gain=0.00143395 0.00200066 0.0012912 0.00125323 0.00118665 0.00114168 0.00129849 0.00108912 0.00111707 0.00126569 0.00114559 0.00109297 0.00107311 0.00115956 0.00108902 0.00105389 0.00120805 0.00121994 0.0013521 0.00121293 0.00119285 0.00116155 0.00117488 0.00229108 0.00156342 0.00101137 0.00107481 0.00101136 0.0016429 0.000961437
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.13415000000000002 0.099250000000000019 0.085915000000000019 0.092305000000000012 -1.0000000180025095e-35 -0.52174999999999983 -0.53943499999999989 -0.092224999999999988 0.53894500000000012 0.13456000000000004 0.11158000000000001 0.086640000000000009 -0.37194499999999991 0.076710000000000014 -0.09361499999999999 0.10058500000000002 0.16699000000000003 0.092340000000000019 0.065880000000000008 0.14121000000000003 0.13206500000000002 1.0000000180025095e-35 -0.23071499999999998 0.078385000000000024 -0.083899999999999988 -0.084129999999999996 0.048655000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 14 15 -12 17 -17 20 21 27 22 23 24 25 -18 -27 28 29 -19
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 11 -13 -14 -15 -16 16 19 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001294171268794574 -0.0012937507691999971 -0.0010514642504500888 -0.0012096380037426269 -0.0012938186575545678 -0.0011640947387468491 0.0012937682837858345 -0.0011324149382239905 -0.0010576006817884539 0.0008717450795639785 -0.0011965742643029677 -0.001199954232576652 -0.0011892313229408193 -0.0010552904705120234 0.0010224208837936394 -0.00091788797758576141 -0.0012938519888295731 -0.00070846418656166153 0.00037251056208094743 -0.0010069762029280382 0.001082275198259233 0.00032632058804988429 0.0010697992059678113 0.0010076088034868839 -0.0012939852471509717 -0.0011163266586981316 0.00037791078171568135 -0.00056414110699590323 -0.00076744894148428723 0.001049469932173284 -0.0012938451313687616
leaf_weight=0.001343200535984578 0.0013008803932619264 0.0032333772260457741 0.0011339627801705268 0.0012251392962476784 0.0013828641590052362 0.0012060199133898655 0.0015883454513527786 0.0014494358961663059 0.0033060230333745713 0.0012069154042313448 0.001007390836520016 0.0011275385486442238 0.0013325307520375409 0.0022878315879992775 0.0017615778268478257 0.0013382020073264824 0.0017754069222597436 0.0010167188528669158 0.0021230662277611492 0.0028741815985604538 0.012648829666910721 0.0024524688096683169 0.0024709332843713119 0.0019051859405578844 0.0015041338792336481 0.024477344232821888 0.0022098976910172033 0.0040487827836188667 0.0018538793007767378 0.0013474711970875575
leaf_count=15 193 122 160 189 30 97 8 64 84 443 23 15 23 31 149 159 78 17 130 140 268 129 27 22 77 542 52 443 34 146
internal_value=0 -5.25892e-05 -1.47538e-05 5.03894e-06 2.42487e-05 4.44235e-05 2.56476e-05 4.90319e-05 6.74423e-05 8.88771e-05 5.33107e-05 7.439e-05 9.4618e-05 0.000116792 8.57822e-05 0.00011296 0.000133611 -9.30413e-05 -2.32924e-05 0.000272889 7.65574e-05 0.000209666 0.000148243 8.1619e-05 0.000169075 0.000237003 0.000299902 -0.000305597 0.000137719 -0.00057723
internal_weight=0 0.0885963 0.085363 0.0840621 0.0828369 0.0814541 0.0802481 0.0786597 0.0775257 0.0760763 0.0727703 0.0715634 0.0704358 0.0691033 0.0668155 0.0650539 0.0640465 0.024377 0.0230387 0.0396696 0.0209157 0.0367954 0.0343429 0.031872 0.0299668 0.0284626 0.0266872 0.00826685 0.00421807 0.00236419
internal_count=3910 3895 3773 3580 3391 3361 3264 3256 3096 3032 2948 2505 2490 2467 2436 2287 2264 1197 1038 1067 908 927 798 771 749 672 594 640 197 163
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=30
num_cat=0
split_feature=160 51 1 14 3 43 123 47 38 1 48 3 133 3 0 2 42 2 1 51 160 14 47 43 43 15 43 12 51
split_gain=0.000281534 0.000257797 0.000362424 0.000647657 0.000417313 0.000293923 0.000499422 0.000362648 0.000503896 0.00048794 0.000608866 0.000416023 0.000519975 0.000513377 0.000446682 0.000548339 0.000413268 0.000477299 0.000539875 0.000481858 0.000461229 0.000396386 0.0004277 0.000306477 0.000289704 0.000290051 0.000249189 0.00027006 9.79248e-06
threshold=-0.40446999999999994 -0.40274499999999996 0.13662500000000002 0.077685000000000018 0.11265500000000002 0.24789500000000006 0.091310000000000016 0.11896000000000002 1.0000000180025095e-35 0.099595000000000017 0.12675000000000003 0.10223 0.08845500000000002 -0.115685 -0.053834999999999994 1.0000000180025095e-35 0.090750000000000011 0.084065000000000015 0.085990000000000011 0.086575000000000027 0.084835000000000008 -0.46795499999999995 0.087850000000000025 -0.074904999999999985 -0.082689999999999986 -0.0078499999999999976 0.083940000000000015 0.080120000000000011 0.090230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 21 12 13 26 15 -15 17 -17 20 -20 -19 -11 24 -24 -23 28 27 -3 -26
right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 22 23 -25 25 -27 -28 -29 -30
leaf_value=-0.0018916994521073151 -0.0015506101944231271 0.0031381009166895004 0.0031194856215539589 -0.0027756309817586421 0.00014798740150679022 -0.0018343687379645279 0.0025820286817809257 -0.002041710042535414 -0.0018703727079181719 -0.00085641351078907498 -0.0015014097180169319 0.0015535830764509496 -0.0024228223251298673 -0.0020129265092944165 -0.0024301298589142874 0.0018903049926987442 0.0023004076931541629 -0.0035907368905173315 0.0019508180480600815 -0.001186057174109804 -0.00024784105517756266 0.00053406350202822367 0.0016843320223018377 -0.00095607543286440016 0.0035907954679371993 0.0013049038210737494 -0.00012284715871081371 0.0006915196443228295 0.0031262557618185276
leaf_weight=0.0010168586697956164 0.0012916857400302453 0.0010131538899145138 0.001053106172859585 0.001062799753953624 0.0014459804834077161 0.0010055589883478646 0.0010414876677593546 0.001029398649504464 0.0015363055324080213 0.0010008110669303969 0.001180335625747376 0.0017299049912544709 0.0013606424967801964 0.0017634595228055387 0.0013730741834088308 0.001187224589267899 0.0010537446680880524 0.0011118192116400527 0.0013296844399519614 0.0012021224517866358 0.0010205840895987639 0.0010889222604077995 0.0010619431648848376 0.0012154351209829883 0.0013579332990874002 0.0013437148173451848 0.0015332126245937161 0.0013658496549697752 0.0010279004507545153
leaf_count=305 143 25 93 98 117 189 84 72 60 31 26 42 592 316 102 103 102 638 31 28 119 104 40 35 139 138 21 79 38
internal_value=0 2.42771e-05 8.32478e-05 -1.96085e-05 0.00140017 7.50796e-05 0.000139234 5.11626e-05 0.000128498 0.000245166 0.000907821 -0.000115505 -0.000304041 -9.744e-05 -0.000527321 -0.000225925 0.000230443 -0.000142322 -0.000659706 0.000461404 -0.0019908 0.00125904 0.00155741 0.000275148 0.00216345 0.00263918 0.00100596 0.00173345 0.00339066
internal_weight=0 0.0357878 0.0344961 0.031997 0.00249909 0.0309342 0.0299287 0.0288872 0.0278578 0.0263215 0.009277 0.0170445 0.0153146 0.0139539 0.0100417 0.00866864 0.00690518 0.00585143 0.00466421 0.00253181 0.0021324 0.00809666 0.00709585 0.00227738 0.00481847 0.00372955 0.00391222 0.002379 0.00238583
internal_count=3910 3605 3462 3252 210 3154 2965 2881 2809 2749 551 2198 2156 1564 1439 1337 1021 919 816 59 757 525 494 75 419 315 125 104 177
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=27
num_cat=0
split_feature=480 31 2 41 8 1429 43 43 43 48 15 42 52 50 2 3 13 48 12 3 160 43 0 3 4 2
split_gain=0.000302095 0.000281652 0.000237145 0.000379541 0.000859225 0.000335837 0.000329143 0.000564683 0.000420719 0.00036445 0.00050992 0.000651865 0.000300409 0.000556863 0.00033436 0.000517561 0.000542406 0.000511111 0.000370822 0.000322014 0.000235068 0.000224682 0.00022359 0.000305846 0.000342793 0.00023241
threshold=0.086640000000000009 -1.0000000180025095e-35 0.097940000000000013 0.080335000000000018 0.079700000000000007 0.084545000000000009 -0.074254999999999988 -1.0000000180025095e-35 -0.079109999999999986 0.086870000000000017 0.083935000000000023 1.0000000180025095e-35 0.18936500000000003 0.083215000000000011 0.11230000000000001 0.11265500000000002 -0.26418499999999995 0.016865000000000002 0.090715000000000018 0.094625000000000015 0.091575000000000017 -0.074254999999999988 -0.23029999999999998 -0.015794999999999997 -0.0025899999999999994 0.08400500000000001
decision_type=2 2 2 2 2 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 8 -8 9 10 11 -3 13 14 17 18 -17 19 -16 21 22 -4 -9 24 -24 -25
right_child=-2 2 12 -5 -6 -7 7 20 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27
leaf_value=0.0019573421477069091 -0.0021754657476850759 8.9535334899200571e-06 0.00039559582645526782 -0.0026062249504442488 0.0033788215492439352 0.0017955132992882592 -0.0037234183207785865 0.0010795992781509631 0.0023441248087131502 0.0017585026479602236 0.001292548792182322 -0.0035077106821901813 -0.0015580722964869194 0.0030126796248161804 0.0020218337912302634 0.00026313121951625446 -0.003002597754292435 0.0026198347675615414 -0.00074043278465592147 0.0016619191491949882 -0.0022176904474478726 -0.0018962840392690041 0.0017371904599992772 -0.00064645950924257622 -0.0012065301602660384 -0.0030319489772628844
leaf_weight=0.0011557273764997147 0.0010013741917591626 0.0017748892653919879 0.0014493613134733963 0.0010841704996478177 0.0010003227557398011 0.0010237637123614576 0.0010912682843010595 0.0013323478056950222 0.0011059872919725296 0.0010693012151712367 0.0013036130842845051 0.0015534433400440362 0.0012016687444934568 0.0012668972718872249 0.0016914269239682866 0.0014818736977204594 0.0017352722265400189 0.0019027390142198897 0.0013927004534419751 0.0014241010242912466 0.0012949888263236176 0.0012537744903400316 0.001230570723819352 0.0014624618715490863 0.0012565138225060224 0.0011439308279932447
leaf_count=111 249 88 84 97 69 147 679 35 89 125 208 310 112 59 166 106 55 98 217 55 51 151 338 54 88 69
internal_value=0 3.31795e-05 -3.31486e-05 -0.00032954 -0.00018964 -0.000404121 -0.000548295 -0.0010541 0.000106473 -0.00032761 -0.000809197 -0.00163239 0.000341903 0.000509804 0.000252662 -0.000385924 -0.00149835 0.000919979 0.000774476 0.000136311 -0.000676811 -0.000667429 -0.000366279 -0.000744491 0.000249977 -0.00169344
internal_weight=0 0.0346831 0.0335274 0.0187276 0.0176434 0.0166431 0.0156193 0.00881208 0.00680723 0.00570125 0.00463195 0.00332833 0.0147998 0.0135981 0.0123312 0.00630127 0.00321715 0.00602998 0.00308413 0.00412724 0.00772081 0.00270314 0.00642583 0.00509348 0.00248708 0.00260639
internal_count=3910 3661 3550 2447 2350 2281 2134 1314 820 731 606 398 1103 991 932 544 161 388 383 290 635 235 584 549 426 123
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=26
num_cat=0
split_feature=4 11 1456 151 49 12 0 16 133 15 156 48 150 0 1 0 43 42 12 52 3 12 52 42 52
split_gain=0.0002324 0.000546185 0.000330217 0.000305854 0.000361156 0.000383889 0.000354792 0.000285691 0.000295045 0.000355967 0.00029255 0.000377686 0.000428598 0.00033311 0.000486525 0.000459988 0.000317398 0.000683408 0.000420949 0.000367166 0.000316746 0.000245397 0.000192771 0.000178677 0.000150581
threshold=0.27020000000000005 0.080455000000000013 -1.0000000180025095e-35 -0.084129999999999996 -0.029304999999999998 0.089635000000000006 -0.14070999999999997 -0.41163499999999992 0.10681500000000001 -0.11739999999999999 0.091280000000000014 0.093225000000000016 0.090480000000000019 -0.10575999999999998 0.077800000000000022 -0.089879999999999974 -0.083899999999999988 -0.091604999999999978 0.097345000000000015 0.10062000000000001 -0.0086749999999999969 -1.0000000180025095e-35 -0.080899999999999986 0.085545000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 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 -6 -4 9 -9 11 12 13 14 -11 -15 17 -17 19 21 -16 -18 -13 -19 -22
right_child=3 -3 7 4 5 -7 -8 8 -10 10 -12 22 -14 15 20 16 18 23 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.0017484898174858821 -0.0010617914682668314 -0.0024523864166289227 -0.0012537264911453366 0.0026990522896276543 0.00020670786159295501 -0.00086939385106966948 0.002793060027080416 -0.0013901566288640301 -0.0016625034008149056 -0.00089814524962044816 -0.0012348468977661127 0.00049386190931624075 -0.0016703346877105793 -0.0018680829625868818 0.0029203588968424641 -0.0014089185677622358 -0.0002267040313498335 0.002471554463555872 0.001197829947730453 0.00095507215037854063 -5.1075649862465105e-05 -0.0021406710307488464 0.0021690983306031186 0.00083885214091354674 0.0017905348824158174
leaf_weight=0.0012602313698713554 0.0010804171105718297 0.0011346358557648975 0.0018588838679574017 0.0010397112250952745 0.0014629577788385362 0.0015347975448438689 0.0010380700516554589 0.001506608312338782 0.0010157639922163666 0.0010406816502808074 0.0013176972821502533 0.0013485273964692901 0.0012833715771485279 0.0012685743061646082 0.0014894873154140953 0.0010121735656176689 0.0012979291319927776 0.0018296083397204531 0.0017287837846038379 0.00104472141933315 0.0010200842697107859 0.0018744775476653742 0.0018864167492562691 0.0013216833753979529 0.0010131243268460821
leaf_count=359 51 175 116 69 75 82 195 156 470 34 182 71 122 231 55 106 52 142 131 137 44 643 111 78 23
internal_value=0 -0.000151966 -5.6771e-05 0.000572862 0.000920826 0.000462719 0.00128019 2.47302e-05 0.00012253 0.000200402 0.000310441 0.000409964 0.000210739 0.000362177 0.00113449 5.2425e-05 0.00029342 0.00100988 -0.000208263 -0.000784681 0.00173497 -0.00135761 0.00147075 0.00178678 0.000866578
internal_weight=0 0.0285535 0.0274188 0.00615595 0.00507554 0.00403583 0.00250103 0.0261586 0.0242997 0.023284 0.0217773 0.0204596 0.0172247 0.0159413 0.00456338 0.011378 0.0101094 0.00416347 0.00594591 0.00421713 0.0035227 0.00317241 0.00323494 0.00315129 0.00203321
internal_count=3910 3438 3263 472 421 352 270 2904 2788 2318 2162 1980 1798 1676 156 1520 1289 326 963 832 122 695 182 220 67
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=45 14 156 1373 403 158 1 106 147 52 9 38 403 151 42 13 16 2 13 0 3 2 48 49 48 2 47 43 43 42
split_gain=0.00146015 0.001662 0.00131298 0.00113907 0.00112451 0.00106904 0.00121328 0.00131517 0.00179426 0.0015023 0.00134615 0.00122945 0.00118161 0.00129283 0.00111685 0.00124056 0.00122853 0.00124158 0.00151996 0.00132969 0.00135677 0.00107805 0.00125051 0.00113854 0.00104773 0.000999498 0.000983324 0.0019776 0.00137997 0.00115175
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.099250000000000019 0.13415000000000002 0.11034000000000001 1.0000000180025095e-35 0.092305000000000012 1.0000000180025095e-35 0.41469000000000006 -0.016839999999999997 0.13584500000000002 -1.0000000180025095e-35 -0.083919999999999981 -0.089024999999999979 -0.5337599999999999 0.0015250000000000001 0.10393500000000001 -0.10241499999999999 -0.084074999999999997 -0.084129999999999996 0.13345500000000002 0.12862000000000004 0.10513500000000002 -0.098424999999999985 0.1178 0.086425000000000016 -0.074254999999999988 -0.075819999999999985 -0.11403999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 9 10 -8 21 -4 -14 -15 -16 17 18 -17 -20 -21 22 23 25 -10 26 29 28 -28 -12
right_child=1 -3 3 -5 -6 -7 7 -9 24 -11 11 -13 13 14 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013200483290345471 -0.0013196276401492922 -0.0010405628848767087 -0.0011454333779964845 -0.0011932629013366536 -0.0013196720899429498 -0.0011572950184093888 0.0013198964719810982 -0.0010461037394558408 -0.00011128335990091068 -0.00089324073485125993 -0.0010193736477173982 -0.0013016802776497306 -0.0011155526194565289 -0.0010032072252856438 -0.001319932499582799 0.00094190661741982409 0.0004967374667754162 -0.0009333933183297892 -0.0013196786032430208 -0.00090565183550512813 0.00084723560564937386 0.00083941446781454114 -0.00077211976331392795 0.001042795455802962 0.0012538435203894864 0.0011183341421358046 -0.00025407390133393723 -0.0010313613125549023 0.0013008835611461025 0.000276993768359247
leaf_weight=0.0013492120128830712 0.0013498645199883077 0.0029274812214250536 0.0020325840834924938 0.0013865576276401717 0.0010874062998258429 0.0012957133760336239 0.0017216449259436209 0.0015044158939758736 0.0012876577980307502 0.0024138678207776812 0.0012723151549067771 0.0010202223093074272 0.0019961189989228236 0.0018017791082503001 0.001045490818796675 0.0025325430602709496 0.0094534679209736794 0.0026888736914401079 0.0015658609667141745 0.0012622546684344371 0.0019670081915741534 0.003740265882601789 0.0026797410786798528 0.0023876802102336106 0.0040831596411834417 0.0015805156971850911 0.0030459477621889164 0.0038752984450560746 0.0014750082191312686 0.019219411373294193
leaf_count=15 193 122 642 30 189 150 88 24 36 98 24 9 190 132 4 25 225 69 263 61 70 181 40 41 123 49 58 76 4 679
internal_value=0 -6.34436e-05 -2.88851e-05 -7.48659e-06 1.30559e-05 3.14123e-05 5.1247e-05 0.000169441 0.00020616 0.00011908 0.000177236 0.000128417 -0.000178928 -9.81292e-05 -7.12803e-06 8.03529e-05 0.000155545 -0.000166468 0.000114954 -0.000321801 0.000162067 0.000165564 9.46396e-05 0.000165332 0.000926553 9.65693e-05 4.06667e-05 -0.000339665 0.000253247 0.000196503
internal_weight=0 0.0857002 0.0827727 0.0814228 0.0800363 0.0789488 0.0776531 0.0513072 0.0498027 0.0444319 0.0420181 0.0402964 0.026346 0.0243134 0.0223173 0.0205155 0.01947 0.0100165 0.00732767 0.00479512 0.00322926 0.0392762 0.0355359 0.0328562 0.00537082 0.0304685 0.028888 0.00839625 0.00452096 0.0204917
internal_count=3910 3895 3773 3580 3550 3361 3211 1530 1506 1347 1249 1161 1681 1039 849 717 713 488 419 394 131 1152 971 931 159 890 841 138 62 703
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=25
num_cat=0
split_feature=480 31 1 16 14 376 48 48 11 43 16 157 2 2 1 13 2 1 43 3 0 0 13 0
split_gain=0.000259614 0.000250086 0.000213232 0.000753904 0.000634697 0.000345782 0.000326442 0.000265764 0.000264046 0.000367884 0.000454343 0.000375601 0.000424171 0.000361075 0.000359913 0.000353877 0.000541772 0.000301806 0.000296738 0.000447364 0.000295125 0.000276651 0.000505332 0.000325629
threshold=0.08598500000000002 -1.0000000180025095e-35 0.13662500000000002 0.032820000000000009 0.073890000000000011 0.048375000000000008 -0.064549999999999982 -0.092094999999999996 0.088315000000000018 -0.074254999999999988 0.23932500000000004 -0.07686999999999998 0.087995000000000004 0.11230000000000001 0.094695000000000015 -0.11267999999999999 0.093070000000000014 0.11235500000000002 -0.078844999999999985 -0.13927999999999999 -0.11991499999999998 -0.10462499999999998 -0.083514999999999992 -0.069794999999999982
decision_type=2 2 2 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 -3 9 18 11 -11 20 14 15 -14 -17 -15 19 -8 -13 -21 -23 -24
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 12 13 17 -16 16 -18 -19 -20 21 -22 22 23 -25
leaf_value=0.0013423608498072481 -0.0014684718209705537 -9.3386151170982545e-06 0.0026975775900852563 -0.00055386328712333198 -0.0022070469497879625 0.0011670196497928966 0.0014505993457835857 0.0020643851025352209 -0.0014358361155528407 0.0010970712080594831 -0.0020346184469103271 -0.00028751950491213236 0.00098842341720965896 -0.0016635331624649473 0.0017391383407824312 0.00066467209507702833 -0.002090930844810508 8.5398355998116943e-05 0.0015314147978162211 0.00091419007613219663 -0.0020095387213687546 0.00076617012493325823 -0.0025734180880176952 -0.00054555454410309934
leaf_weight=0.0011593385716830431 0.0010002862738988086 0.0010462923969338789 0.0010171034807946447 0.0014320131845870776 0.0011359670623967135 0.0019526097399404909 0.0016139340333340968 0.0010157050393351233 0.0013292626607039884 0.0015684392143604517 0.0012755902183598797 0.001452799779769972 0.0016929807040924061 0.0017014320021186968 0.0012712830849395118 0.0011683897793723919 0.0012124502458887854 0.0015935055859603864 0.0015009523941138525 0.0012410985082755843 0.0019360405148294334 0.0014095014297507702 0.0011043295647283902 0.0016426113803031939
leaf_count=111 258 49 128 59 123 116 52 119 101 86 191 53 35 91 36 197 202 87 128 80 792 273 421 122
internal_value=0 2.45461e-05 -2.27331e-05 0.000796441 -8.991e-05 -6.1974e-06 -9.1751e-05 0.00101214 -0.000183851 -0.000112687 -0.000386706 -0.000232112 -0.000405424 -6.5803e-05 0.000397703 -2.09071e-05 -0.000738627 -0.000817711 0.000366081 0.000116617 -0.00127131 -0.000282261 -0.000639518 -0.0013608
internal_weight=0 0.0334736 0.0323143 0.00244912 0.0298652 0.0287292 0.0267766 0.002062 0.0247146 0.0233853 0.0148729 0.0135973 0.0120289 0.00864004 0.0053451 0.00407382 0.00238084 0.00329494 0.00851243 0.00701147 0.00338884 0.00539754 0.00415644 0.00274694
internal_count=3910 3652 3541 187 3354 3231 3115 168 2947 2846 1770 1579 1493 648 470 434 399 178 1076 948 845 896 816 543
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=25
num_cat=0
split_feature=51 39 52 52 1 15 4 48 2 3 15 151 15 48 4 2 1 2 3 47 3 48 159 0
split_gain=0.000233613 0.000298049 0.000300091 0.000244783 0.000250994 0.000320863 0.000595342 0.000322761 0.000525438 0.000465815 0.000278081 0.00049345 0.000475334 0.000238524 0.00022629 0.000247647 0.000240726 0.000239298 0.000363482 0.000156787 0.000154324 0.000147294 0.00010894 8.6913e-05
threshold=-0.40274499999999996 0.11592000000000001 -0.27466499999999994 0.28122000000000008 0.094385000000000011 0.035895000000000003 -0.025214999999999998 0.12862000000000004 0.094825000000000007 0.11476000000000001 -0.0063699999999999989 -0.0074049999999999993 -0.089594999999999994 0.085875000000000021 -0.49837999999999999 0.086875000000000022 1.0000000180025095e-35 0.10679500000000001 -0.069909999999999986 0.09252500000000001 -0.057849999999999992 0.086935000000000012 -0.40233499999999994 -0.14733499999999997
decision_type=2 2 2 2 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 10 6 -6 8 13 23 11 12 21 19 -12 16 -16 18 -17 -8 -13 -4 -5 -10
right_child=1 -3 3 22 5 -7 7 -9 9 -11 14 20 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0017794904541277735 -0.0018527876768810977 0.0018818942069062142 0.0020823494170213127 -0.00037981584676979158 0.0030994597700330561 -0.0010034219664572727 0.00097956472327790419 -0.0017351180594271363 0.0036716676858416807 0.00023266019183601673 -0.0011809582499693666 -0.0013677838877681095 -0.0022493442367587661 -0.0018240153434475157 -0.0018136732923809636 0.00033420459968731115 0.00068553348279305369 -0.00050219002027278661 0.0028432225476358645 -0.00088976151201655728 -0.0035696957231963235 1.7238668010850777e-05 -0.0022107565660790169 0.0020817284532250679
leaf_weight=0.001196607475469679 0.0014272610188976178 0.0013753312245903251 0.0011466787417049318 0.0010852080873945402 0.0015985825714039956 0.0018481963247616315 0.0019939385604157422 0.0010045649251821951 0.0012414395435147467 0.0018870967938404704 0.0015795629057375722 0.0010230684821058711 0.0010298428644210933 0.0012036456825796904 0.0012300691521851597 0.0019853362116822038 0.0012921722012183556 0.0012681660613780288 0.0018001436204815313 0.0011607119043226533 0.0010593643870473431 0.0011127622629489853 0.001041109360664704 0.0010274296065340112
leaf_count=145 349 84 33 192 80 118 136 47 83 124 72 381 200 48 423 402 335 97 39 43 106 76 167 130
internal_value=0 3.98523e-05 -4.17489e-05 4.552e-05 0.000147751 0.000556718 0.000816081 0.000432612 0.000688375 0.00171706 -0.000217255 -0.000947639 2.75127e-05 -0.000292553 0.000211278 0.000501557 -0.000533302 0.00101805 0.00152734 0.000291771 -0.00248793 0.00106529 -0.0012763 0.00295168
internal_weight=0 0.0324217 0.0310464 0.0296191 0.0274928 0.0129656 0.0111174 0.00951883 0.00851426 0.00415597 0.0145272 0.00537172 0.00328928 0.0043583 0.00915545 0.00757589 0.00252224 0.00505365 0.00378548 0.00315465 0.00208243 0.00225944 0.00212632 0.00226887
internal_count=3910 3765 3681 3332 2973 809 691 611 564 337 2164 796 309 227 1368 1296 758 538 441 179 487 109 359 213
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=24
num_cat=0
split_feature=4 483 133 38 3 40 159 41 3 4 457 15 42 15 13 52 1374 150 2 42 15 12 15
split_gain=0.000214534 0.000331595 0.0002313 0.000257551 0.000486696 0.000446318 0.000314719 0.000307123 0.000397584 0.000388556 0.000441248 0.000421478 0.000539608 0.000403646 0.000322449 0.000315352 0.000277373 0.0002841 0.000272972 0.000247595 0.000287422 0.000529402 0.000183404
threshold=0.50657000000000008 0.080590000000000009 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 -0.083709999999999993 0.096890000000000018 0.078150000000000011 -0.12008499999999998 -0.0040999999999999986 -0.0015249999999999997 0.084565000000000015 0.084745000000000015 -0.0058549999999999991 0.098990000000000009 0.084890000000000007 -0.094679999999999986 0.085200000000000012 0.10488500000000002 0.098285000000000011 -0.094924999999999995 0.051320000000000005 -0.11739999999999999
decision_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 -1 7 8 14 11 -11 12 13 -10 -7 -15 -12 19 -16 20 22 -22 -18
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 16 -13 -14 15 18 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.0022502099702058618 0.0015052192073233505 -0.0018064452456675983 -0.0016594620218773485 -0.0013898385810458644 0.0020200110400477472 0.0022122000261811732 -0.001960805721037719 -0.0014126148536272231 -0.001267448532187193 -0.0016754440714501181 -0.0010649355858807984 -0.0026179487570650007 -0.001977393124326278 0.0021252926017138354 -0.00094170555544204689 -0.00029125465178670275 -8.2226243618335813e-05 0.0020719066934855863 0.0015255812058257109 0.0020097593834361308 0.00072704873583226946 -0.0024985170450971283 0.0018108619616515613
leaf_weight=0.0011079985130910677 0.0011478960655444395 0.0013645722684156305 0.0010422724239930172 0.0014956871013929165 0.0016683957486236514 0.0018998224817661146 0.0010951600887315607 0.0018153134775191751 0.0013410888129118392 0.001251695301982104 0.0011424711456129453 0.0012802082906606116 0.0018298967814552869 0.0016724995698056333 0.0012306422509462678 0.0011927236084345871 0.0011777660520974065 0.0018281100126449346 0.0010903391189405198 0.0011121734952967977 0.0014960184661845354 0.0011683521151593101 0.0015002511116122292
leaf_count=117 213 371 498 77 100 125 235 138 215 64 32 709 245 88 36 101 97 77 41 34 48 181 68
internal_value=0 -7.48182e-05 2.81045e-06 6.17472e-05 0.000139562 1.99655e-05 -7.83889e-05 7.40391e-06 0.000123447 -0.00010921 0.000327579 -0.000746614 -0.000349726 0.000358367 0.00111526 0.00111934 0.000593588 0.000822357 0.000217364 0.00046845 0.000147581 -0.000687393 0.0009783
internal_weight=0 0.0318035 0.0304389 0.0293966 0.0279009 0.0262325 0.0251245 0.0240294 0.0222141 0.0179933 0.0106768 0.00731642 0.00603621 0.00420631 0.0042208 0.00286522 0.00942514 0.00828267 0.00232098 0.00645456 0.00534239 0.00266437 0.00267802
internal_count=3910 3697 3326 2828 2751 2651 2534 2299 2161 1959 601 1358 649 404 202 189 537 505 77 428 394 229 165
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=25
num_cat=0
split_feature=1456 453 4 11 2 14 13 48 150 43 0 123 376 160 43 42 16 13 13 49 150 52 4 2
split_gain=0.000214419 0.000256211 0.000288209 0.000771893 0.00025435 0.000409618 0.000250933 0.000334777 0.00041658 0.000366812 0.000342696 0.000289764 0.000313547 0.000360678 0.00033515 0.000552651 0.000430996 0.000430663 0.000306915 0.000273632 0.000451098 0.000258717 0.000174156 2.97569e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.079700000000000007 -0.13811499999999996 -0.45687499999999998 -0.52445999999999982 0.088875000000000023 0.086420000000000011 -0.049504999999999987 -0.21145499999999998 0.084845000000000018 0.048375000000000008 -0.082969999999999988 -0.074254999999999988 0.084435000000000024 0.41476000000000007 0.17936000000000002 -0.10939499999999998 0.10251500000000001 0.095565000000000011 -1.0000000180025095e-35 -0.0025899999999999994 0.09142500000000002
decision_type=2 2 2 2 2 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 -4 -6 -2 8 10 -9 -8 12 13 -12 16 18 17 21 -16 20 -11 -15 23 -20
right_child=1 -3 4 -5 5 -7 7 9 -10 19 11 -13 -14 14 15 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=-0.0014957043709962607 -0.0017281738438141786 -0.0017735602308067708 -0.00027810624726063739 -0.0031938236009329555 -0.0001155046147056803 0.0026733216211652449 0.0021924868063227928 0.0023795024711022864 -0.0019993019496738654 -0.0018713510052994267 -0.0020223404020645198 -0.0016552297989463377 0.0020811667019590158 -0.0002985934544998839 0.0012820699419862558 -0.0029773314703845301 0.0028924267319717311 -0.001594773674532814 0.00044059671170907196 0.0019138871605479683 0.0010938559158170421 0.001928298876884023 -0.001867991917043072 -0.00045772777382404521
leaf_weight=0.0013158488766425438 0.0010186422045279598 0.0010456038694783834 0.0015334083772877705 0.0010443432271047817 0.0012066177949190404 0.001880384432362713 0.0010076948472130731 0.001743163112588153 0.0014623860965417004 0.0013343927032093408 0.0011758259010903891 0.0014335815476567157 0.0010406144954497884 0.0012131428048127724 0.0018066183321820938 0.001009712782446992 0.0011178500447255324 0.0012141860810189753 0.0010165556934197363 0.001094676027117103 0.0015449419364514938 0.0018208355361578601 0.0010772251469591456 0.0010421321788754434
leaf_count=369 27 91 68 181 73 263 38 197 201 129 339 48 47 200 45 541 41 94 370 47 38 181 166 116
internal_value=0 4.40814e-05 0.000107775 -4.93754e-05 0.00096551 0.00158325 8.64672e-05 0.000166296 -9.08979e-05 0.00095078 8.37908e-05 -5.81708e-05 0.000110988 -5.31053e-05 0.000151474 -0.000458887 0.000828515 0.000285424 5.56074e-05 0.000324084 -0.000280333 0.00103787 -0.000650965 -1.41458e-05
internal_weight=0 0.0308845 0.0298389 0.0252185 0.00462041 0.003087 0.0241742 0.0231555 0.0174384 0.00571717 0.015976 0.0149683 0.0135347 0.0124941 0.0113183 0.00595224 0.00536601 0.00424816 0.00494253 0.00397401 0.00287933 0.00303398 0.00313591 0.00205869
internal_count=3910 3541 3450 3046 404 336 2865 2838 2427 411 2226 2188 2140 2093 1754 1238 516 475 697 214 167 381 652 486
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=45 14 158 160 52 133 1373 151 375 106 31 1456 4 15 3 401 484 39 133 42 376 159 52 2 47 16 49 13 49 13
split_gain=0.00124406 0.00127964 0.000956947 0.000896362 0.000882503 0.00112219 0.000958379 0.000874051 0.000853805 0.000800047 0.00122076 0.000903965 0.00117492 0.00122741 0.00134332 0.000915794 0.000800316 0.000732343 0.00117699 0.000727149 0.00124466 0.000728432 0.000623051 0.000581284 0.000566843 0.000540883 0.000537825 0.00114421 0.000882369 0.000860483
threshold=-0.080134999999999984 0.077685000000000018 0.11034000000000001 -0.40446999999999994 -0.42985499999999993 -0.26719999999999994 0.099250000000000019 -0.52174999999999983 0.087245000000000017 0.092305000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 -0.23033499999999998 0.30601500000000009 0.087020000000000014 0.097755000000000022 0.13419 0.11253500000000001 -0.10770999999999999 0.048375000000000008 0.09141500000000001 -0.077699999999999977 0.097940000000000013 0.096475000000000019 -0.53943499999999989 -0.084114999999999981 0.11596500000000001 -0.081629999999999994 -0.10939499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 -9 12 13 -12 15 17 24 18 19 22 21 26 -15 -23 -14 -26 27 -21 -28 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 11 -13 16 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0012687564079517494 -0.00082154222867606352 -0.00099703286674580546 -0.0011351027874306602 -0.00080078569385951372 -0.001165894427718902 -0.0010446986711198992 -0.0011232803580009624 0.0012685944598195954 -0.0010349571210410118 -0.00089542733160690564 -0.001084539052669553 -0.00079327697327893746 0.00099422421216094608 0.00012647904093028605 0.0012684498467562728 -0.0010667663497015323 -0.000438295814308817 0.00097108706681349574 -0.0011237871157309266 -0.000542212493448566 0.0010758481467050551 -0.0010797311072532373 -0.0011666134258770371 0.00014877388697103668 0.00080930750186353618 -0.00032901217283179494 0.0012586273315986767 0.00097212950763621384 0.00070367753954850981 6.3018883690819615e-05
leaf_weight=0.0011663125644645325 0.0020724150392363852 0.002231453322143028 0.0012176837700121892 0.0020125180698766778 0.0011927876970432285 0.0010593131953200432 0.0010530622146482918 0.0015521125175439457 0.001016074315753456 0.0011810609056084323 0.0014224403259563969 0.0016613949276540465 0.0048111350933872643 0.0011183467629329868 0.001559833076775873 0.0011102253004415799 0.0010715618019609963 0.0014980182430690539 0.0012902705872330769 0.0039721289365086667 0.0022068501754404215 0.001466126112096954 0.0012917225700217463 0.0010729995101428358 0.001410544140071579 0.0012815219981447967 0.0012495720498009169 0.0010058715051854961 0.0040216114543909489 0.020891331744825603
leaf_count=15 273 122 157 345 193 45 29 93 31 23 38 236 268 29 67 233 27 24 345 95 60 89 72 23 17 27 13 4 39 878
internal_value=0 -5.20126e-05 -2.08962e-05 -5.10176e-07 2.5878e-05 5.25105e-05 7.6228e-05 9.7203e-05 0.000117649 0.00013779 0.000159211 0.000128138 0.000156618 7.49249e-05 0.000112618 6.98904e-05 0.000587027 0.000100606 6.76658e-05 0.000107808 0.000153098 9.26353e-05 -0.000566578 -0.000560582 0.000733457 0.000267426 0.000145897 -0.000236219 0.000218603 0.000166438
internal_weight=0 0.070002 0.0677705 0.0665529 0.0644804 0.0624679 0.0612751 0.0602221 0.0591628 0.0581467 0.0569656 0.0554135 0.0537521 0.0451773 0.0437549 0.0421951 0.00857476 0.0410848 0.0395868 0.0382966 0.0358865 0.0336796 0.00241007 0.00253913 0.0075032 0.00269207 0.0311405 0.004978 0.0261625 0.0249129
internal_count=3910 3895 3773 3616 3343 2998 2805 2776 2731 2700 2677 2584 2348 2009 1971 1904 339 1671 1647 1302 1201 1141 101 112 312 44 1029 99 930 917
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=45 14 158 52 133 151 1348 158 1 13 0 52 52 4 106 0 0 474 14 1 133 43 47 52 2 43 1 39 14 47
split_gain=0.00111526 0.00118272 0.000965178 0.000894588 0.00116003 0.000871512 0.000970826 0.00109492 0.00108755 0.00120978 0.00142356 0.000987856 0.00115692 0.0011887 0.00111109 0.00143077 0.00124547 0.00125393 0.00125869 0.000995925 0.00159351 0.000967278 0.00156731 0.0012707 0.000956722 0.00125166 0.000952872 0.00080045 0.00119745 0.00123911
threshold=-0.080134999999999984 0.077685000000000018 0.11034000000000001 -0.42985499999999993 -0.26719999999999994 -0.52174999999999983 0.090050000000000005 -0.26992499999999992 0.11368000000000002 -0.0024749999999999993 -0.18087499999999998 0.11401500000000002 0.10701500000000001 -0.49837999999999999 0.092305000000000012 -0.076099999999999987 -0.099024999999999988 0.085070000000000021 -0.13131999999999996 0.076710000000000014 0.084285000000000013 -0.049504999999999987 0.09252500000000001 -0.014099999999999998 0.08400500000000001 -0.089949999999999988 0.079945000000000016 0.15608500000000003 -0.074139999999999984 0.11771000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 11 10 -10 12 13 -9 15 16 17 18 -15 20 -20 -21 23 -23 -18 -26 -17 28 -11 -30
right_child=1 -3 -4 4 5 6 -8 8 9 27 -12 -13 -14 14 -16 26 24 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0012940505069239916 -0.00087953064525046775 -0.00097795159558396508 -0.0011510666537568868 -0.0012024882797450614 -0.0010711050348711714 -0.0012938074806218484 0.0012434132038288343 -0.00082846184805313537 -0.00038460173704991956 0.00089860461127712083 0.0011584605063050331 -0.00055398687154524593 0.0011018604453276134 -0.001294121518464153 -0.0011255221810578179 0.00020694991784776597 -0.0012554961928068046 0.0011716563865007662 -0.0012937815479762216 0.0011428182343770092 0.00046136737210574679 -0.00010704131612379537 -0.00088178990672910468 0.00087196813100583279 -0.0012937771094012123 0.0001895319598388165 0.0009629742742885268 0.0010713044798760366 6.8787854818791317e-05 -0.0012753872025197232
leaf_weight=0.0010412935912427193 0.0019038605748393769 0.0022488459664113938 0.0012516159585587152 0.0012755683356946426 0.0011548711668254432 0.0010114515939743099 0.001144872808097829 0.0027335116688860161 0.0012746483429921796 0.001451430470183368 0.0046539881076199663 0.0052768678693162476 0.0016472218283007925 0.0011968025282840236 0.0012958669594809171 0.0089455322176244141 0.002206941339613965 0.0016332641421570307 0.0019872477755526917 0.0017449719615143531 0.0015339911657150651 0.004794979283644806 0.0021615132590397943 0.0041298852610225376 0.001320281733042882 0.0034140232541046709 0.004054721794773287 0.0010814456686318863 0.003033233687027348 0.0018464388907659668
leaf_count=15 345 122 157 207 48 108 37 83 30 32 268 356 40 10 5 180 374 26 91 63 34 68 32 53 198 606 193 31 62 36
internal_value=0 -5.42506e-05 -2.50596e-05 -4.90025e-06 1.95856e-05 4.2946e-05 6.2566e-05 4.15833e-05 6.28812e-05 0.000391103 0.000826704 -2.45604e-05 3.77982e-05 -2.81829e-06 5.3018e-05 9.20536e-05 -8.24667e-05 8.74508e-05 -1.34527e-05 8.02761e-05 -0.000529169 0.000247523 0.000106605 0.000345985 -0.000552046 -0.000224127 0.000442751 4.27039e-05 -0.000132996 -0.00043984
internal_weight=0 0.0734099 0.071161 0.0699094 0.0680056 0.06673 0.0655751 0.0644303 0.0634188 0.0133412 0.00592864 0.0500776 0.0448008 0.0431535 0.04042 0.0391242 0.0261239 0.0191827 0.0175494 0.0163526 0.00352124 0.0128313 0.0110864 0.00892486 0.00694125 0.0047343 0.0130003 0.00741255 0.0063311 0.00487967
internal_count=3910 3895 3773 3616 3271 3064 3016 2979 2871 459 298 2412 2056 2016 1933 1928 1555 377 351 341 125 216 153 121 1178 804 373 161 130 98
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=45 14 30 156 157 1 156 158 1213 123 1 42 0 133 160 30 376 150 51 158 12 43 42 2 1 1 48 16 4 16
split_gain=0.00129706 0.00158738 0.0011268 0.00106185 0.00106786 0.00119133 0.00117195 0.000871761 0.000890533 0.000838376 0.00116119 0.000964758 0.00110394 0.000970911 0.00109233 0.00101017 0.00101938 0.00098702 0.00093083 0.000728596 0.000856676 0.000892892 0.000793667 0.00106043 0.000942819 0.000826049 0.000779779 0.000936512 0.000979418 0.000663451
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -1.0000000180025095e-35 -0.074309999999999987 1.0000000180025095e-35 0.11223000000000001 0.10858500000000001 -1.0000000180025095e-35 0.13456000000000004 0.11561500000000001 -1.0000000180025095e-35 0.0059850000000000016 0.10681500000000001 -0.096329999999999985 0.085185000000000025 0.048375000000000008 -1.0000000180025095e-35 0.14276500000000003 0.085745000000000002 0.099370000000000014 -0.18906999999999999 0.091955000000000023 0.091985000000000011 0.085990000000000011 0.090540000000000023 0.092755000000000018 -0.15168999999999996 0.0021050000000000005 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -6 10 11 12 -10 14 -13 16 17 -16 -12 20 21 -19 23 26 -24 -25 27 -23 -29 -27
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 18 13 -14 -15 15 -17 -18 19 -20 -21 -22 22 24 25 -26 29 -28 28 -30 -31
leaf_value=0.0012687347281148411 -0.001268374088452856 -0.0010000847623992748 0.0012683898871887873 -0.00063500923951222881 -0.00096022640458453363 0.00071399293292411068 -0.0012220153838231052 -0.0011156919936161525 -0.0010045503753355605 -0.0010456235185832834 0.00053134592970124417 -0.0006562204116071686 0.0002185656451700465 -0.00090139365210840905 -0.00072576306489207049 -0.0011252536608247973 0.0011671247476361115 0.0012131507095638982 -0.00040729759293255878 -0.00068699736657567905 -0.00046648066991649079 0.00083837797321214928 -0.0012684320330769514 0.00085956154555222276 0.000305080423032356 0.0010727326356165367 -0.00083673856222885154 -0.0005129878813773304 0.00054266938909494438 -2.91694798770986e-05
leaf_weight=0.0012359594111330799 0.0010884905873953512 0.0026778378449421316 0.0010997734757829383 0.0012920776712528328 0.0015502018496704731 0.0056930341643379734 0.0013619401980697879 0.001172351797460002 0.0033660419827936652 0.0011776675985686316 0.010418513983459832 0.0032168848262319463 0.001833669020072648 0.0018041379321509501 0.0021425647329955657 0.0010231958534205879 0.0015251447033364221 0.0015573025450521518 0.0020307653195033035 0.0015316459405116936 0.0027173052910827158 0.002274481783672384 0.0011948368766070408 0.0064808914886480551 0.0012569269126743166 0.0010985863145833719 0.0015437600755223721 0.0037661520205016941 0.0022634006811159679 0.0043969082154831085
leaf_count=15 193 122 97 215 521 190 106 159 609 19 306 229 22 225 77 6 52 10 33 39 55 22 64 72 55 38 46 213 36 64
internal_value=0 -4.12754e-05 -5.55501e-06 -2.53498e-05 -5.93504e-06 0.00046446 -5.83351e-05 -3.24992e-05 -1.13946e-05 1.36969e-05 3.54145e-05 -5.94391e-05 -0.000573221 7.69434e-06 5.08668e-05 0.00011628 0.000153919 0.000105966 0.000378231 0.000165205 0.000210923 0.000282177 0.000222455 0.000299319 -0.000461751 0.000552834 -8.9929e-06 0.000144889 -0.00011671 0.000191108
internal_weight=0 0.0745565 0.0718787 0.0707789 0.0696904 0.00698511 0.0627053 0.0613433 0.060171 0.0586208 0.0574431 0.0449938 0.00519971 0.0397941 0.03799 0.0347731 0.0337499 0.0322248 0.0124493 0.0300822 0.0285506 0.0258332 0.0242759 0.0218242 0.00245176 0.0119764 0.00984779 0.00830403 0.00602955 0.00549549
internal_count=3910 3895 3773 3676 3483 405 3078 2972 2813 2292 2273 1934 631 1303 1078 849 843 791 339 714 675 620 610 491 119 174 317 271 249 102
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=26
num_cat=0
split_feature=8 11 1456 43 48 457 43 12 160 43 15 1 12 13 12 52 16 0 47 0 1 0 52 0 2
split_gain=0.000223545 0.000293349 0.00031667 0.000248323 0.000666225 0.000509065 0.000429195 0.000403876 0.000420165 0.00044788 0.000619341 0.000250642 0.000250528 0.000269187 0.000510297 0.000263893 0.000331485 0.000290642 0.000420848 0.000311897 0.000226743 0.000292872 0.000199955 0.000195628 0.000165134
threshold=1.0000000180025095e-35 0.08776500000000001 -1.0000000180025095e-35 -0.053009999999999995 0.086665000000000006 1.0000000180025095e-35 -0.00084499999999999994 0.051320000000000005 -1.0000000180025095e-35 -0.079109999999999986 0.083935000000000023 0.091655000000000014 0.099170000000000022 -0.10939499999999998 -0.051479999999999991 -0.010284999999999997 -0.52908499999999992 -0.15137999999999999 0.092255000000000018 -0.029849999999999998 0.11183500000000002 -0.230625 -1.0000000180025095e-35 -0.18087499999999998 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 22 -9 10 -10 -6 13 14 -8 20 -17 -18 19 -19 21 -15 -4 -23 -16
right_child=-2 -3 3 6 11 -7 12 8 9 -11 -12 -13 -14 15 24 16 17 18 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.0019029076279946156 0.0014605171280330804 -0.0019852895259952785 0.0027826016724684429 -0.0023628338342378047 0.0010836767959022614 -0.002389721518808272 -0.0011109425976594698 -0.0023217179977997738 -0.0021438787322150608 0.002343096596117587 0.0014371254672291655 0.003458302364794612 -0.0013273993571953 0.0012231549774605131 0.0007860328473834415 -0.0013550460165891846 0.0020854696219096435 -0.0019435750161145543 0.0021588494053510201 0.00075799673371189694 -0.0024398181325605136 -0.0023582083099453195 0.0006557609397271698 -4.8239876540209817e-05 0.002771767586754314
leaf_weight=0.0012384694175437963 0.0014160790562680594 0.0011393112039148603 0.0011249326851885399 0.0012585060124255523 0.0013707063337438105 0.0011255205309601557 0.0011329233800814187 0.0011299717637069948 0.0015253509707474642 0.0011277281501714791 0.0012979110704351982 0.0012195827166694428 0.0019739529883000531 0.0010614102474164611 0.0010220408669964218 0.0013886351998735301 0.0016094346907919964 0.0013652618340406451 0.0010495396701688531 0.0011373752832639751 0.0010687553790518223 0.0010868434924553583 0.0014944212358445341 0.0010432793286103683 0.0015011031196365821
leaf_count=367 92 127 80 618 146 129 82 374 196 141 186 118 182 25 55 67 45 390 30 31 40 45 117 131 96
internal_value=0 -8.70916e-05 -1.58436e-05 6.44262e-05 0.000502589 3.91303e-06 -0.000218195 0.00035378 -0.000272784 0.000313205 -0.000497618 0.00220172 -5.40251e-05 0.000119726 0.00101351 -0.000182547 0.000297576 0.000742184 0.000133562 -0.00071579 -0.000920743 -0.000412047 0.00156917 -0.00122685 0.00196741
internal_weight=0 0.031493 0.0303537 0.0291152 0.0114161 0.00882584 0.0176991 0.00770032 0.00508096 0.00395099 0.00282326 0.00259029 0.0164406 0.0144666 0.00365607 0.0108105 0.00655025 0.00516161 0.00355218 0.00250264 0.00426029 0.00319153 0.00261935 0.00213012 0.00252314
internal_count=3910 3818 3691 3324 1487 1223 1837 1094 897 523 382 264 1219 1037 233 804 563 496 451 421 241 201 197 176 151
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=26
num_cat=0
split_feature=51 1 14 16 48 11 43 1 42 47 13 47 48 0 3 16 51 2 0 4 150 4 15 0 4
split_gain=0.000231728 0.000247825 0.0004341 0.000301515 0.000272559 0.000321506 0.000267849 0.000305076 0.000642794 0.000416103 0.000499417 0.000281669 0.000273019 0.000222346 0.000303797 0.000207738 0.000256828 0.000249806 0.000298099 0.000198607 0.000173081 0.00016082 0.000157114 0.000135583 0.000120933
threshold=-0.40274499999999996 0.13662500000000002 0.073890000000000011 -0.040439999999999997 -0.064549999999999982 0.088315000000000018 -0.083899999999999988 0.099595000000000017 0.083815000000000014 0.081905000000000019 -0.071149999999999977 0.10783500000000001 0.085760000000000017 -0.061129999999999997 -0.086589999999999986 0.18126 -0.0055949999999999984 0.092175000000000021 -0.11756999999999999 -0.49269499999999994 0.085595000000000018 0.0057500000000000008 -0.073314999999999991 0.055865000000000005 -0.020179999999999997
decision_type=2 2 2 2 2 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 20 6 13 8 15 10 -9 -11 -10 14 -6 16 -8 21 -19 -15 -2 24 -12 -20 -18
right_child=1 3 -4 -5 5 -7 7 9 12 11 22 -13 -14 19 -16 -17 17 18 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.0018073906596283778 0.0002655012338932506 0.0029113390480994673 -0.0025371515215134818 -7.493481206077157e-05 -0.0012850181783549614 -0.0019546011459062075 0.0019739271925494181 0.0036336729203688086 -0.003741285819076086 -0.001773271049268153 0.0013185496628342766 0.00072052804567840183 -0.0010379155536116508 0.00021652889665294263 0.0011163872354151081 -0.0014789858650706253 -0.0005651888504687822 -0.00095322240854278911 0.0025779130799397287 0.0023376141059732055 0.002572869433151118 0.00035970936196740158 -0.00051843686728453872 0.00052964306369222001 -0.0024542340529715451
leaf_weight=0.0011000559117055877 0.0010069259358465024 0.0010157008133093726 0.0010640850061709442 0.0011143270453057843 0.0014987322136667536 0.0013449817231112595 0.001040573909000031 0.001045698189788169 0.0012320735295512373 0.0016435848974678535 0.0015348635951859535 0.0012555651635324239 0.0011215882275826816 0.0011166072222259515 0.0018498254276730908 0.0014797485191327953 0.0010104521643329034 0.0011859781860721341 0.0010101231436842051 0.0018321596325767677 0.0010372359071268988 0.0010086392540135103 0.0013983809458508736 0.0010215212181776678 0.0011262304124534106
leaf_count=145 99 148 123 63 333 103 62 131 939 74 78 79 114 31 317 103 361 47 132 89 86 45 80 15 113
internal_value=0 4.41213e-05 -5.21722e-05 0.00134907 4.29388e-05 -6.76409e-05 3.63199e-05 -0.000208514 -0.000611014 0.000449063 0.00128138 -0.000693255 -0.00245305 0.000740613 4.15771e-05 -0.000122958 0.000148072 -0.000150522 0.000626099 0.00153442 0.00143629 -0.000944995 0.000442794 0.00154803 -0.00156089
internal_weight=0 0.0309956 0.0288656 0.00213003 0.0278015 0.0257573 0.0244123 0.018115 0.0112369 0.00687809 0.00397894 0.00289915 0.00235366 0.00629732 0.00334856 0.00888327 0.00740352 0.00636294 0.00321762 0.00294877 0.00204416 0.00314532 0.00293324 0.00203164 0.00213668
internal_count=3910 3765 3554 211 3431 3246 3143 2373 1931 442 289 153 1053 770 650 878 775 713 194 120 185 519 158 147 474
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=23
num_cat=0
split_feature=44 15 16 3 15 15 158 50 156 42 43 42 12 12 12 49 0 4 3 457 1 49
split_gain=0.000219021 0.000320567 0.000318339 0.000323248 0.00027806 0.000292327 0.000294373 0.000310292 0.000220572 0.00025599 0.000424095 0.000341802 0.000571668 0.000394649 0.000348086 0.000294084 0.000305924 0.000530334 0.000233936 0.000284844 0.00018195 0.000172373
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 -0.13309499999999996 -0.11739999999999999 -0.106555 0.090625000000000025 0.086465000000000014 0.091280000000000014 -0.09361499999999999 -0.18906999999999999 0.085545000000000024 0.093125000000000013 0.10058500000000002 0.085185000000000025 -0.006494999999999999 -0.11991499999999998 -0.060264999999999992 0.090325000000000003 0.082870000000000013 0.092550000000000007 -0.0098949999999999975
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 -3 -6 7 8 9 -7 -11 13 20 14 15 18 -17 -18 -12 -20 -13 -16
right_child=-2 4 -4 -5 5 6 -8 -9 -10 10 11 12 -14 -15 21 16 17 -19 19 -21 -22 -23
leaf_value=0.00026041157967883206 -0.0016097633079884613 -0.0017450435231829273 -0.00025306298252602329 0.0031799925150078588 0.0019367433705781022 -0.0013438028469763986 -0.0020003427512237113 -0.0019798810840152069 -0.0015468542114056361 0.0020891152880716094 -0.0016886463436857158 -0.0034453568861666901 0.0010321800259018368 -0.001788831975250848 0.0031020007163424235 0.0023167205703315311 0.0017067506646992997 -0.0015942089090485881 -0.0012658353056284645 0.0013976138733627339 -0.0011255866355860678 0.0010540590573020782
leaf_weight=0.0010103202778424247 0.0013016912127987714 0.0015419187670631064 0.0016857980153675003 0.0014532833883897922 0.0011558110353329055 0.0015348008323187714 0.0012214013228354905 0.0011787400191296529 0.0011897922457340107 0.0019497076845700302 0.0015866190466828911 0.0010325749295188027 0.0013696372110377775 0.0011423779582666613 0.0011142429504928941 0.0016730250206720074 0.0016888337946179208 0.0013981873820112754 0.0011109846373251742 0.0014607823427326139 0.0010947707711288501 0.0015367903454315277
leaf_count=53 71 154 165 194 57 221 255 611 250 100 134 415 234 109 22 60 114 114 62 57 77 381
internal_value=0 5.11433e-05 0.00107435 0.00198268 -0.000112272 -9.25696e-06 -0.000105859 -9.75421e-07 0.000110723 0.000210867 0.000342272 0.000132149 -0.000965443 0.000434093 0.000653586 0.000278681 0.000951534 0.000211665 -0.000491525 0.000247023 -0.00225156 0.00191482
internal_weight=0 0.0301304 0.0041494 0.0024636 0.025981 0.0244391 0.0232833 0.0220619 0.0208831 0.0196933 0.0181585 0.0162088 0.00349698 0.0127118 0.0115695 0.00891843 0.00476005 0.00308702 0.00415839 0.00257177 0.00212735 0.00265103
internal_count=3910 3839 412 247 3427 3273 3216 2961 2350 2100 1879 1779 726 1053 944 541 288 228 253 119 492 403
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=8 158 156 146 147 52 403 11 151 124 3 124 3 2 52 15 159 403 3 3 12 4 52 157 160 42 457 16 43 16
split_gain=0.000769093 0.000696813 0.000668241 0.000641095 0.00115696 0.000813156 0.000736793 0.000818765 0.000727245 0.000711831 0.000992236 0.000861294 0.000755081 0.00125944 0.000997996 0.000713739 0.000797199 0.000604552 0.000669192 0.000663816 0.000786364 0.000834001 0.000725968 0.00074137 0.000653476 0.000602185 0.000587089 0.000561482 0.000484956 0.000484472
threshold=0.088630000000000014 0.11034000000000001 -1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 0.18936500000000003 0.090530000000000013 0.088315000000000018 -0.083274999999999988 -0.43954999999999994 0.31335500000000011 -0.086804999999999979 -0.100615 0.106035 0.092885000000000009 0.079360000000000014 0.089615000000000014 -1.0000000180025095e-35 -0.086589999999999986 -0.015064999999999997 0.084100000000000022 -0.0025899999999999994 -0.092854999999999979 -0.081824999999999995 -1.0000000180025095e-35 0.084815000000000015 -0.0015249999999999997 -0.095609999999999987 0.27717500000000006 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -6 -4 11 -11 13 14 15 16 25 -14 -19 20 -20 -22 -21 -24 -25 -13 -26 -15 -28 -23
right_child=-2 -3 3 -5 8 -7 -8 -9 -10 10 -12 12 17 27 -16 -17 -18 18 19 22 21 29 23 24 26 -27 28 -29 -30 -31
leaf_value=-0.001319607805958417 0.00084981603081889148 -0.0012220167065811159 -0.001251451237198704 -0.0011839365152197152 -0.00040821033530039498 -0.00077849956119908274 -0.0010366271429983719 -0.00092781246856542016 0.00092742599515348377 0.00072547809053588987 0.00097883371705558908 0.0010772988937795744 -0.00097704819261946801 0.00017316206243823436 -0.0011555804488075484 -0.00066874931976778902 -0.00068201274268478332 -0.0012696950982923835 0.00074282693836850327 -0.00085018823370728409 -0.00093082532752299617 -0.00020059489348973411 0.00070934476581391401 -0.00096129887245303145 -0.00079881729783207872 -0.00012414635146344109 2.1806675962371537e-05 0.0012491914521454315 -0.00079616473935478034 0.00075153354666354102
leaf_weight=0.0010188436761091593 0.0010671980081617951 0.0013377843482160747 0.0010020708429792071 0.0012336488443906992 0.0010137723098182505 0.0049503692701842175 0.0018513842848120179 0.0024841871113316918 0.0023676212059413606 0.0018331953368431178 0.0013704096120523692 0.0020895004085055152 0.0021298199202532944 0.0015286426820040333 0.0015161352030119701 0.0017353416389283005 0.0010157143353568543 0.0010817555931667997 0.0024061215521964281 0.0038765925800063874 0.0016985873942707451 0.0023427177858614924 0.0013784120295099447 0.002235991605953557 0.0023396957836325791 0.0011134975359254895 0.010541129292150266 0.0018863655096055254 0.0014337101562418306 0.0015436818597152069
leaf_count=189 58 167 23 9 46 400 291 99 96 92 95 52 741 33 14 89 22 205 148 111 354 137 16 63 39 25 183 41 19 53
internal_value=0 -0.000279628 -0.000259623 -0.000242204 -0.000223085 -0.000267283 -0.000219019 -0.000189094 0.00052699 -0.000150942 -0.000127526 -0.000160683 -0.000197694 0.000103688 -0.000199791 4.35907e-05 0.000336607 -0.000297081 -0.000250181 -0.000213168 0.000112179 -0.000159516 -0.000332398 -0.000220441 -0.000297879 0.000659626 -0.00019425 0.000767534 -7.61265e-05 0.000177591
internal_weight=0 0.0643567 0.0630189 0.0620001 0.0607664 0.057385 0.0524347 0.0505833 0.00338139 0.0480991 0.047097 0.0457266 0.0438934 0.0108852 0.00747019 0.00595405 0.00421871 0.0330082 0.0308784 0.0297966 0.00799111 0.00558499 0.0218055 0.0179289 0.0165505 0.003203 0.0143145 0.00341501 0.0119748 0.0038864
internal_count=3910 3852 3685 3496 3487 3345 2945 2654 142 2555 2532 2437 2345 276 202 188 99 2069 1328 1123 692 544 431 320 304 77 241 74 202 190
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=23
num_cat=0
split_feature=1 0 49 44 3 4 474 160 48 2 151 48 16 1 12 0 133 42 43 0 16 1
split_gain=0.000237396 0.000323308 0.000275393 0.000252678 0.000457891 0.000375476 0.000453947 0.000303987 0.000318158 0.000488451 0.000344592 0.000294384 0.000291202 0.000298255 0.000231146 0.000231036 0.000216783 0.00017575 0.000311043 0.000189954 0.000377437 0.000160899
threshold=0.076710000000000014 -0.089879999999999974 -0.075429999999999983 1.0000000180025095e-35 0.16699000000000003 -0.23071499999999998 0.084655000000000022 -1.0000000180025095e-35 0.12862000000000004 0.090695000000000012 -0.0088999999999999982 0.085875000000000021 -0.15168999999999996 0.10884000000000001 0.051320000000000005 -0.14136999999999997 0.084285000000000013 0.084100000000000022 -0.15648499999999999 0.16242500000000001 0.15100500000000003 0.10593500000000002
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 16 -3 4 5 -2 7 15 9 11 -11 12 13 -9 -14 -7 -1 19 -19 20 -4 -12
right_child=3 2 17 -5 -6 6 -8 8 -10 10 21 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0026681756245979988 -0.00201504080078124 0.0015042009860637075 0.00057574190067197673 -0.0013713654535573035 0.002398284591995108 -0.0021951416572564605 0.0022085392904675183 0.0025187823070548965 -0.0015982866810029675 0.00036182085354004783 0.0013308339941771352 -0.0015598479138330579 0.00045598053455955329 0.00017520402350399875 -0.0014682181501960031 -8.4963975646723804e-05 -0.00041352586536278104 0.00021780241359027302 -0.0025266494200216994 0.0010782567035991517 -0.0021396841067328493 0.0032681971176589759
leaf_weight=0.0013156927597799961 0.0010177410037890402 0.0011722244571599205 0.0016632167979457879 0.0013010430875652892 0.0012973029516438741 0.0012223173757024419 0.0014877221501310425 0.001205699976316585 0.0010588002615410383 0.0019957269764159236 0.0010111781430421915 0.0014208308334779929 0.0017571304544894443 0.0018400119685999528 0.0015998116323703293 0.0016161678770236767 0.0010120045208785178 0.0010297607471585479 0.0011987623247706747 0.0014675259262943996 0.0011693381892941002 0.0013330438115590759
leaf_count=287 196 50 596 71 164 78 155 43 58 117 49 76 78 66 429 224 194 24 737 22 98 98
internal_value=0 -0.000491833 -0.000130293 0.000192258 0.000294674 0.000147685 0.000273115 9.38346e-05 0.000327292 0.000494909 0.00148031 -5.1724e-05 0.000282948 0.00110295 -0.000461031 -0.000993655 -0.00168793 -0.00042377 -0.00125849 8.82284e-06 -0.000545243 0.00243252
internal_weight=0 0.0100285 0.00770083 0.0211645 0.0198635 0.0185662 0.0175484 0.0160607 0.0132222 0.0121634 0.00433995 0.00782348 0.00640265 0.00304571 0.00335694 0.00283849 0.0023277 0.0065286 0.00222852 0.00430008 0.00283255 0.00234422
internal_count=3910 2008 1527 1902 1831 1667 1471 1316 1014 956 264 692 616 109 507 302 481 1477 761 716 694 147
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=146 45 97 14 403 156 106 147 31 1455 1373 158 0 0 474 46 1 133 48 15 52 42 52 4 15 39 16 13 13 13
split_gain=0.00132877 0.00158905 0.00119419 0.00113196 0.00112118 0.00113108 0.00110644 0.0015395 0.00140308 0.00107331 0.00118331 0.00102744 0.000975727 0.00216082 0.00167627 0.00141923 0.00139535 0.00179894 0.00163331 0.00119559 0.00185505 0.00162389 0.00115045 0.00213938 0.00112725 0.00127181 0.00115303 0.00105775 0.00184189 0.00162973
threshold=0.10949000000000002 -1.0000000180025095e-35 -0.085229999999999986 0.077685000000000018 0.13415000000000002 -1.0000000180025095e-35 0.092305000000000012 0.090245000000000006 -1.0000000180025095e-35 0.086535000000000015 0.099250000000000019 0.11034000000000001 -0.075584999999999986 -0.10575999999999998 0.084835000000000008 0.083550000000000013 0.076710000000000014 0.084285000000000013 0.12862000000000004 -0.03231499999999999 0.11401500000000002 -0.034284999999999989 0.10701500000000001 -0.49837999999999999 -0.095799999999999982 0.082630000000000009 -0.09601999999999998 -0.083514999999999992 -0.084184999999999996 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 10 11 12 13 14 15 16 17 -10 24 21 22 -14 23 -21 25 26 -18 28 29 -15
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 19 27 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001400562277293547 -0.0012840595605217349 0.0014004315594530682 -0.0014003796063834426 -0.0011642930491510674 -0.0014004343255356294 0.0014009770274143404 -0.0011096306468633159 0.0010185098983087598 -0.0014005047596455226 -0.0012145763829025595 -0.0013740912240629958 -0.001279116418251395 -0.00042827995814537494 0.0006177520974279527 0.0013451434350648967 -0.0014005152010775916 0.00020221153318781396 0.00040525566576410469 -0.00086284677346698719 -0.0010363152733712994 -0.0011312407696330651 0.0010056137568493441 0.0013272202331906999 0.00035314157734783698 0.00076791664139304707 0.0011578411921113485 -0.00089052980111073367 -0.0010164827727514091 0.00088974777703776777 -0.0013979140697488923
leaf_weight=0.0015477356423048141 0.0016239212927757754 0.0011262351610241686 0.0011255184220115835 0.0017537169345542827 0.00114847795351558 0.0013709255721590088 0.0016821340184378633 0.0030183657795674881 0.0025154261877489035 0.0014670907780605083 0.0012150037155862483 0.001173124695228899 0.002012026056288363 0.0011442021091738752 0.0020091168142357665 0.0013134212667864622 0.0060011131257482449 0.0018981403111482109 0.0023338568699386988 0.0026888337551689264 0.0022972024660123927 0.0067258841289303817 0.001636775921667776 0.01132576063204473 0.0082229417231900505 0.0017729517662807845 0.0027663003512543574 0.0059450354021017802 0.0020508834459773695 0.0025164272384952113
leaf_count=28 11 45 193 120 189 52 24 108 71 173 28 119 94 24 27 22 76 48 36 94 98 261 22 276 129 53 24 971 42 452
internal_value=0 -5.16101e-06 -3.16109e-05 -5.14902e-05 -2.69044e-05 -6.73953e-06 1.36043e-05 3.86561e-05 -2.19272e-06 -2.92742e-05 -4.27661e-06 2.00737e-05 4.27619e-05 -9.42492e-05 0.000111435 1.9031e-05 9.21164e-05 -0.000623902 0.000241909 0.000250641 4.38358e-05 0.00067544 0.000216306 8.6561e-05 0.000379323 7.6166e-05 -0.000142571 -0.000603024 -0.000172659 -0.000767878
internal_weight=0 0.0838046 0.0822569 0.0811307 0.0793769 0.0782285 0.0771029 0.0754208 0.0724024 0.0710315 0.0695644 0.0683494 0.0671763 0.0404898 0.0288333 0.0268242 0.0255107 0.00441357 0.0210972 0.0266865 0.0179486 0.00873791 0.0156514 0.0140146 0.0187633 0.0105404 0.00876741 0.0116565 0.00571151 0.00366063
internal_count=3910 3899 3871 3826 3706 3517 3324 3300 3192 3140 2967 2939 2820 1975 486 459 437 119 318 845 490 355 392 370 282 153 100 1489 518 476
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=24
num_cat=0
split_feature=31 150 484 1 0 474 132 16 2 2 3 43 151 1 2 151 48 13 12 52 0 52 15
split_gain=0.000235778 0.000210721 0.000419156 0.00037564 0.000352171 0.000573098 0.000332819 0.000329218 0.000354091 0.000337913 0.00037001 0.000310406 0.000301159 0.000276104 0.000231959 0.00030591 0.000219178 0.000213058 0.000188693 0.000230584 0.000525836 0.000475923 0.000116099
threshold=-1.0000000180025095e-35 0.082085000000000019 -0.0043499999999999988 0.12811000000000003 -0.070894999999999986 0.084835000000000008 0.080815000000000012 -0.14879499999999998 0.079395000000000007 0.11339500000000001 0.086245000000000016 -0.072649999999999978 -0.056409999999999995 0.079355000000000023 0.10045500000000002 -0.083919999999999981 0.095285000000000009 -0.040319999999999995 0.098845000000000016 0.10062000000000001 0.14676000000000003 -0.031409999999999993 -0.094924999999999995
decision_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 7 18 9 -9 10 11 -4 14 -10 15 -3 22 -5 19 20 21 -6 -14
right_child=1 12 3 17 6 -7 -8 8 13 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0017740480968103103 -0.0022585533249776563 -0.00058233140146550478 0.00055539377197735818 0.0024499608451204833 -0.001122362351350424 0.0019155965553385727 0.0021770829993695948 -0.003964482083646601 -0.0027628152670911136 -0.0021215436318530595 0.0020690607766171384 -0.0022605032842606038 -0.00015411841973605425 -0.00037412628645514895 0.0028670341854387417 0.0022030762771103082 0.0012347331929966664 0.00031978756398701256 -0.0012888201475052281 0.0017200196379260999 -0.0024853735694788533 0.0021971790649864022 -0.0018706025146284987
leaf_weight=0.0011007120502148906 0.0015653269946763739 0.0013928364176738484 0.001410757524394235 0.0011982853321765852 0.0012129755089338445 0.0010685166069566163 0.0012248349988031038 0.0010470258955173053 0.0012486088390562256 0.0013944141662349807 0.0011199118738716152 0.0010910364281717629 0.0013281538846801055 0.0019453729023499733 0.0010622443503152112 0.0011163155228253174 0.0010106269367540222 0.0019207597772545873 0.0015388671702836199 0.0013237179714846725 0.0011210401496057898 0.0015412444691316231 0.0011603138258209347
leaf_count=113 577 113 68 129 202 139 66 394 1004 80 22 96 26 113 126 54 34 95 172 59 26 78 124
internal_value=0 -9.40513e-05 -0.000278243 -0.000133441 -0.000350312 -0.000833408 0.000276145 -0.00115072 -0.00196378 -0.000463288 0.000175166 -0.000672624 0.000504407 -0.00130793 0.00131426 0.00065689 -0.000322176 0.00113816 -6.94159e-05 0.000291521 -0.000196428 0.000735232 -0.000954474
internal_weight=0 0.0300432 0.0229727 0.0214074 0.0182883 0.0103256 0.00796268 0.00925713 0.00424101 0.00501612 0.00362171 0.00250179 0.00707049 0.00319398 0.0035714 0.00250915 0.00349909 0.00311905 0.00673785 0.00519898 0.00387526 0.00275422 0.00248847
internal_count=3910 3797 3320 2743 2519 1916 603 1777 1511 266 186 164 477 1117 293 167 184 224 537 365 306 280 150
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=22
num_cat=0
split_feature=124 42 8 484 13 42 148 49 2 13 124 151 457 1 15 160 52 2 4 0 16
split_gain=0.00019974 0.000311711 0.000300378 0.000296929 0.000289642 0.000364536 0.000231876 0.000287542 0.000322267 0.000286427 0.000343607 0.000269122 0.000373555 0.000270689 0.000333683 0.000323785 0.000243867 0.000258972 0.00028042 0.000239347 0.000349918
threshold=0.10385500000000002 -0.10770999999999999 1.0000000180025095e-35 -0.0043499999999999988 0.23436000000000004 0.10138000000000001 -0.080629999999999993 -0.084934999999999997 0.092175000000000021 -0.52445999999999982 -0.073304999999999995 0.056555000000000001 0.041935000000000007 0.095575000000000007 -0.07142999999999998 -0.079234999999999986 0.092885000000000009 0.083585000000000007 -0.10647999999999999 -0.10462499999999998 0.058875000000000004
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 6 -5 8 -8 -9 -11 12 13 14 -12 -15 17 -16 -19 -17 -21
right_child=-2 2 -4 4 -6 -7 7 9 -10 10 11 -13 -14 15 16 19 -18 18 -20 20 -22
leaf_value=-0.0017498099693896256 0.0012866929753274326 -0.001293489410282424 0.0015818106426839693 -0.0013070118015400417 0.001489303979821985 -0.001632535838610978 -0.0020499349791150722 -0.0013788352001726559 7.4558301741281063e-05 0.0019815896777625372 -0.0016981390674687272 -0.0010316852649698274 0.0017526880049130375 -0.00081039979283758395 -0.00073345504000445769 0.00023920632471939509 -0.00093582058699210398 -0.00019938477742583799 0.0017039813213788194 0.002849065410910072 0.00037363901288783071
leaf_weight=0.0010841959315484031 0.0011425712540593649 0.0018931986170516992 0.0011589777255176506 0.0012362150398290686 0.0012868471312492682 0.0014161284460036385 0.0012358510907510825 0.0010188076088830577 0.0017588836585238354 0.001234677210906642 0.0012649964453025821 0.0015388979985919695 0.0017481458653616508 0.001077812534683531 0.0012872031140878249 0.001695914428884393 0.0016965776427995127 0.0012995572537902646 0.0019945782104768914 0.0013783735334187419 0.0010028666896664262
leaf_count=225 49 579 86 96 88 367 86 45 89 166 337 63 106 77 260 81 297 73 502 95 143
internal_value=0 -7.21375e-05 -7.69256e-06 -7.57569e-05 1.58281e-05 -6.35564e-05 3.53283e-05 0.000113481 -0.000802166 0.000263829 0.000361019 0.000235845 0.000370872 0.000180635 -0.000204208 0.000743749 9.68178e-05 0.000479228 0.000953091 0.00115459 0.00180653
internal_weight=0 0.0293087 0.0282245 0.0270655 0.0251723 0.0238855 0.0224694 0.0212331 0.00299473 0.0182384 0.0172196 0.0159849 0.014446 0.0126979 0.00754291 0.00515497 0.00627792 0.00458134 0.00329414 0.00407715 0.00238124
internal_count=3910 3861 3636 3550 2971 2883 2516 2420 175 2245 2200 2034 1971 1865 1469 396 1132 835 575 319 238
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=25
num_cat=0
split_feature=1 0 133 44 3 4 474 47 160 1374 48 0 0 15 1 42 42 13 43 42 47 4 0 15
split_gain=0.000198881 0.000299242 0.000293443 0.000230686 0.000382333 0.000325355 0.000421222 0.000239651 0.000308971 0.000301082 0.000336563 0.000366156 0.000263216 0.000354481 0.000238243 0.000191296 0.000193063 0.000195678 0.000193283 0.000338665 0.000177114 0.000290206 0.000168904 8.37524e-05
threshold=1.0000000180025095e-35 -0.084074999999999997 0.084285000000000013 1.0000000180025095e-35 0.16699000000000003 -0.23071499999999998 0.084655000000000022 0.13206500000000002 -1.0000000180025095e-35 -0.095439999999999983 0.11930500000000001 -0.10575999999999998 -0.066084999999999991 -0.091704999999999995 0.11215000000000001 0.091955000000000023 -1.0000000180025095e-35 -0.37340499999999993 0.083940000000000015 1.0000000180025095e-35 0.09585500000000001 0.0057500000000000008 -0.14136999999999997 -0.042544999999999993
decision_type=2 2 2 2 2 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 -2 7 8 22 -10 11 20 13 -13 -14 16 -3 -18 19 -19 21 -11 -7 -23
right_child=3 15 -4 -5 -6 6 -8 -9 9 10 -12 12 14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25
leaf_value=-0.0033099530086052311 -0.0021620733196094808 -0.001403946620655948 -0.00044944728754410838 -0.0015613666971295696 0.0026035130052973537 -0.0022801975669327372 0.0024545982433495234 -0.001732383770541321 -0.001568219235071523 0.00088140857571488199 -0.0015676691288318151 0.00096912457524016987 0.0026901978839449533 -0.0023176250005322906 0.00013547522548725791 -0.0016327413834576745 -0.00091402796261642232 0.0036427585806565444 -0.00022577216944531323 0.00037218845532263156 0.00044927499794885582 0.004207288623944829 -8.0408102227197268e-05 0.0024918913175323728
leaf_weight=0.001171069020023674 0.0010030150079254332 0.0010295595073262498 0.0013858609287629164 0.0012265040117576112 0.0012161259895337997 0.0011521188704388674 0.0014719193710372993 0.0011683942274309808 0.0010980559970903423 0.0014480418914102344 0.001010397598361302 0.0010595044690635547 0.0010269635823174639 0.0012853267698458293 0.0017419084316974143 0.0011559984292618397 0.0011301516969979275 0.0010116033759572929 0.0012566629134198593 0.0012562323237481077 0.0012116882376744798 0.0010084936251946175 0.001331962183255265 0.0010064980165083171
leaf_count=562 199 442 434 71 164 79 158 51 31 114 54 85 70 388 115 294 15 25 16 204 31 51 213 44
internal_value=0 -0.000531659 -0.00175955 0.000207639 0.000320407 0.000166362 0.00030357 9.99517e-05 0.000248821 0.000530597 0.000744011 0.000982631 0.000204667 -0.000832518 0.00108301 -7.26616e-05 0.000244612 0.000609256 0.00109771 0.00183108 0.00183365 0.00231803 -0.00110067 0.00335044
internal_weight=0 0.00939714 0.00255693 0.0204669 0.0192404 0.0180243 0.0170213 0.0155494 0.014381 0.0118969 0.0107988 0.00978843 0.0051137 0.00234483 0.00276887 0.00684021 0.00568421 0.00465465 0.0035245 0.00226784 0.00467472 0.00346303 0.00248408 0.00201499
internal_count=3910 1992 996 1918 1847 1683 1484 1326 1275 983 952 898 658 473 185 996 702 260 245 229 240 209 292 95
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=45 14 156 151 4 11 3 1 2 38 3 124 155 401 1373 3 13 15 457 133 123 484 160 1 48 15 11 3 43 52
split_gain=0.00125202 0.00154889 0.0012324 0.00112307 0.00116211 0.00140703 0.00122923 0.00162141 0.0012811 0.00124742 0.00172546 0.00173349 0.00101815 0.00099933 0.000992671 0.00110772 0.000992341 0.000954966 0.00126628 0.000898823 0.000990931 0.00103259 0.00109657 0.000828513 0.000919897 0.0011368 0.000951072 0.000805681 0.00072821 0.00172552
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.080455000000000013 -0.10628499999999998 0.076710000000000014 0.106285 0.10208000000000002 0.30601500000000009 -0.086804999999999979 0.083500000000000005 0.086035000000000014 0.089210000000000025 -0.078669999999999976 -0.068824999999999983 0.082225000000000006 0.082335000000000005 0.11253500000000001 0.11150500000000001 -0.0043499999999999988 0.069910000000000014 0.12058000000000001 -0.064549999999999982 -0.14487999999999998 0.088315000000000018 0.11818000000000002 -0.074254999999999988 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 11 -8 13 14 15 17 -5 18 -13 20 21 22 -17 24 -6 26 27 -26 -23 -30
right_child=1 -3 3 4 23 -7 9 -9 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 -21 -22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011491120309741331 -0.0011488096903384134 -0.00086591129090623294 -0.0010238749059129737 0.00043239954804302977 0.0011488176844363302 -0.00087015181201298755 0.00087574547323099816 0.00090982274566103012 0.00059987775707703579 -0.00094542235313833901 0.0011488473180878895 -0.0011488444018110627 -0.0011488607373189472 -0.0010160654501352344 -0.0010487158314241478 -0.0010949332728165783 -0.00066489267998046575 0.00019752214480295069 6.7665408916360866e-05 -0.00098105400062771389 -0.0010377796305230179 0.00046436056467490214 0.00033455836353458697 0.00087162692518715206 0.00088016408634262707 -0.00073270485241297618 -0.00056602713767083283 -0.00016280421781223256 -0.0010694773120210551 0.00017132827241852486
leaf_weight=0.0011753771975691043 0.0012443053763786507 0.0029246021863356111 0.0013791311769146821 0.0015682141556681026 0.0011177284965597778 0.0025779392272653459 0.0023448110549608705 0.004106378290614999 0.0031796899277054536 0.0021275516139098718 0.0015422581320407849 0.0032490521867347541 0.0012768144421322338 0.0015400522015189813 0.001332110429625998 0.0017708350334650893 0.0035486991796407344 0.0021004823849157805 0.0017305560991260904 0.0010794871031971623 0.0010038607797469004 0.0087889816496513617 0.0011800380001041333 0.0030247081514005467 0.0030124821669232915 0.0019183633808665945 0.001327014861999487 0.0014468162731873235 0.0016205354756131342 0.016931792299047971
leaf_count=15 193 122 64 13 57 103 73 60 17 38 70 509 134 240 37 105 93 726 65 164 8 182 32 230 82 47 13 9 77 332
internal_value=0 -4.49641e-05 -1.45995e-05 3.53447e-06 2.20692e-05 -3.85844e-05 -4.02053e-06 0.000319447 2.7242e-05 -8.48755e-05 -4.63243e-05 -8.64394e-05 -0.00013818 -0.000107693 -7.33951e-05 -4.04661e-05 -0.000328598 -0.000452066 -0.000726072 4.95451e-05 8.50933e-05 0.000122305 -0.000523287 0.000352803 0.000174927 3.36432e-05 0.000287714 0.000541774 0.000191981 6.29446e-05
internal_weight=0 0.0819953 0.0790707 0.0778264 0.0764473 0.0646001 0.0620222 0.012403 0.0082966 0.0496192 0.0474917 0.0459494 0.0436046 0.0423278 0.0407877 0.0394556 0.00511691 0.00708009 0.00497961 0.0323755 0.031296 0.0302922 0.00295087 0.0118471 0.00882241 0.00770468 0.00578631 0.0044593 0.0273413 0.0185523
internal_count=3910 3895 3773 3580 3516 3078 2975 183 123 2792 2754 2684 2611 2477 2237 2200 106 1300 574 900 736 728 137 438 208 151 104 91 591 409
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=24
num_cat=0
split_feature=31 4 11 1456 43 12 43 160 43 49 16 42 49 52 13 1 457 15 15 16 39 0 3
split_gain=0.000205442 0.000199502 0.000238122 0.000290672 0.000219724 0.000408815 0.000363857 0.000333264 0.000445675 0.000504684 0.000492765 0.000248323 0.000248237 0.000277304 0.000316425 0.000447312 0.00044475 0.000238211 0.000177412 0.000272415 0.000168209 9.30098e-05 4.39943e-05
threshold=-1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 -0.053009999999999995 0.051320000000000005 -0.00084499999999999994 -1.0000000180025095e-35 -0.079109999999999986 -0.075429999999999983 -0.083564999999999987 -0.092964999999999978 0.10960000000000002 0.11401500000000002 -0.10939499999999998 0.11215000000000001 0.082335000000000005 -0.0039399999999999991 0.024640000000000006 -0.008069999999999999 0.085060000000000011 -0.13027499999999997 0.15165000000000003
decision_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 -2 5 11 -6 -7 9 -9 -11 -5 13 14 17 16 18 -8 19 21 -13 -16 -19
right_child=1 -3 -4 4 6 7 12 8 -10 10 -12 20 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0017794773448882417 -0.002158011814984821 0.001641105536384041 -0.0017796237668071405 -8.4289348054635411e-06 -0.0025497729054975503 -0.0018989325231362222 -0.00045388893057282643 0.0019326595569290161 0.0024687634618038713 0.00081839467221359117 -0.0028408630006283068 0.0013840086806444663 0.0014074986734238907 -0.0023405738406190625 -0.00036262375507185022 -0.0025293592220984938 0.0016745822725304635 0.002301898423536018 -0.0021342009549257896 0.0012807457072113288 0.003617680244545196 -0.0020604213330541643 0.0011488920574769254
leaf_weight=0.0010386021371973078 0.0010830310421143787 0.0010924256157220915 0.0014557063212450308 0.0010226762718890114 0.0011167464368938016 0.001375071828436436 0.0013887577184492628 0.0011576100022558933 0.0013034195448780039 0.0010597206686173144 0.0015297321310724366 0.0012200735176470801 0.0016343619534566764 0.0010403620438653735 0.0011848527862028391 0.0015977558074666831 0.0017610116441879597 0.0011117205791845173 0.0011893565830121688 0.0012178549553769624 0.0010822919939852405 0.0010226991396914409 0.001140488515474658
leaf_count=113 367 169 131 43 610 484 90 63 158 87 353 56 104 113 46 48 93 51 340 151 110 88 42
internal_value=0 -8.77136e-05 -0.000155906 -6.58261e-05 2.42459e-05 0.000508769 -0.000282414 -9.87553e-05 0.000391371 -0.000331252 -0.00134333 0.00168279 -0.000105213 -0.000300578 -0.000117846 -0.000577881 -8.88443e-05 0.000889606 -0.000761775 -0.000285246 0.00243401 -0.00114917 0.00171803
internal_weight=0 0.0287877 0.0276953 0.0262396 0.0251566 0.0097506 0.015406 0.00642555 0.00505048 0.00374706 0.00258945 0.00332504 0.0142892 0.0126549 0.0116145 0.00797353 0.00637578 0.00364097 0.00461476 0.00342541 0.00230237 0.00220755 0.00225221
internal_count=3910 3797 3628 3497 3130 1354 1776 1145 661 503 440 209 1166 1062 949 766 718 183 625 285 166 134 93
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=23
num_cat=0
split_feature=51 124 131 132 1 12 52 150 49 12 3 150 133 52 13 48 2 2 15 3 3 52
split_gain=0.000204208 0.000335256 0.000258093 0.000306923 0.000253036 0.00037415 0.000344393 0.000278072 0.000353685 0.000292996 0.000287443 0.000342847 0.000260073 0.000333 0.000357319 0.000402971 0.000233423 0.000220143 0.000218324 0.000146229 0.000226487 4.95327e-05
threshold=-0.40274499999999996 0.10385500000000002 0.092255000000000018 0.080815000000000012 0.13662500000000002 0.11655500000000001 -0.092854999999999979 0.081245000000000026 -0.006494999999999999 0.085185000000000025 0.097615000000000021 0.090480000000000019 -1.0000000180025095e-35 0.11588000000000002 -0.083924999999999986 0.016865000000000002 0.084235000000000018 0.096970000000000015 -0.099824999999999983 0.013395000000000002 -0.083604999999999985 0.048490000000000012
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 8 -8 10 11 -9 -10 14 15 21 18 -2 -16 20 -18 -14
right_child=1 -3 -4 -5 -6 -7 7 9 12 -11 -12 -13 13 -15 16 -17 19 -19 -20 -21 -22 -23
leaf_value=-0.0017833164638170634 -0.002668901976604055 0.0023391189052385784 -0.0017758081736947439 0.0016390954379631884 0.001593180087543448 -0.0022696376635823854 -0.0018688092035307959 0.0012294583597835874 -0.0016844414942999055 0.0029008783892852394 0.0020948313213992173 -0.0019113590140867774 0.0020822520567754456 -0.0012743942295495212 0.0024647397862458363 -0.00036118554077661092 -0.00089032118918414775 -0.00024362152488363286 -5.1057065467795372e-05 -0.0016296273321261066 0.0015087131270149459 0.0033148894785687264
leaf_weight=0.001036488923756628 0.0012419498589220602 0.0010037928375536955 0.0013327475704036354 0.001843136473452133 0.0014027187966694213 0.0013153630601504531 0.0016979172653380789 0.001106134449294637 0.0012119217393583024 0.0010387101261195575 0.0011521822778810531 0.0011686908230323922 0.0010522704781532602 0.0018713634061694471 0.0010225895008080244 0.001042228977827353 0.0017412586624979088 0.0012064151044746119 0.0012577437577602256 0.0013450795621920975 0.001020591035961309 0.0010802868894892459
leaf_count=145 322 42 386 214 150 119 180 79 726 85 64 110 124 297 34 38 142 212 197 55 140 49
internal_value=0 4.42625e-05 -4.05791e-05 4.8993e-05 -7.32479e-05 -0.000176804 -4.7303e-05 0.000138392 -0.000135948 0.00101954 0.000449309 -0.000384136 9.67267e-05 0.000285527 0.000590816 0.00169954 3.9723e-05 -0.00147386 0.00107712 -0.000536284 -3.80194e-06 0.00270667
internal_weight=0 0.0281551 0.0271513 0.0258186 0.0239754 0.0225727 0.0212573 0.018809 0.0143433 0.00446572 0.00342701 0.00227483 0.0126453 0.0114334 0.00956205 0.00317479 0.00638726 0.00244836 0.00228033 0.00410693 0.00276185 0.00213256
internal_count=3910 3765 3723 3337 3123 2973 2854 2320 1982 338 253 189 1802 1076 779 211 568 534 231 337 282 173
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=156 1212 146 15 51 51 158 1374 1 151 403 403 42 2 46 52 52 12 42 12 1374 150 11 3 156 47 131 39 1 0
split_gain=0.00114203 0.00103115 0.000974002 0.00116879 0.00115516 0.00101229 0.000852505 0.000798214 0.000715161 0.000925521 0.000941673 0.000889219 0.000823741 0.000777674 0.00112278 0.00072878 0.000834918 0.00131001 0.000990744 0.000879495 0.000628412 0.000976405 0.00106283 0.000970686 0.000804863 0.00104576 0.00145756 0.00101296 0.000990935 0.000891426
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10949000000000002 -0.26361999999999991 0.11024000000000002 -0.07742499999999998 0.11015500000000002 0.090240000000000015 1.0000000180025095e-35 -0.083919999999999981 -0.080924999999999983 0.07955000000000001 -0.089024999999999979 0.13754500000000003 0.084955000000000017 0.11401500000000002 0.10701500000000001 0.10058500000000002 0.091955000000000023 0.090840000000000018 -0.095439999999999983 0.08486500000000001 0.077165000000000025 -0.10315499999999998 0.090385000000000007 0.09252500000000001 0.089255000000000015 0.11383000000000001 0.099595000000000017 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -11 13 -12 14 20 16 17 18 19 -14 -10 22 23 -22 25 28 27 -27 29 -25
right_child=1 2 -4 6 -6 -7 -8 -9 11 10 12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012683785916847155 -0.001268395986835592 -0.00023511092837792983 -0.0011387887908469081 -0.0011022282957718057 -0.00047306562267646052 0.0011663147218895719 -0.0011149293622359526 -0.00095096693754596223 -0.00053243875693596669 -0.001268394331578535 -0.00094394634250468171 0.0011274259140913682 5.62530791494187e-05 0.00085623804261402651 -0.0011909506974201087 -0.00088675669924289703 0.0011544753478132091 -0.001268542289672654 -0.00074821901213402561 0.00085733862116088848 0.00083751846708000975 0.00060586157695805844 -0.00083304906735068133 0.00036329211040590944 -0.0010245446079088373 -0.0010680974372232136 0.00069053822798637011 0.00029547952818084831 0.00089228024894597816 -0.00077376604511258181
leaf_weight=0.0011503642301036168 0.0010036364913688081 0.001061521044022129 0.0011306044816592467 0.0015468238454543473 0.0013344612178229909 0.0037870732811011712 0.0011005743718497376 0.0013474928032675129 0.0023186762907698713 0.001003733661551375 0.0013636410930432082 0.0014272141286824072 0.005980485560108887 0.0020703983144585427 0.0011242569791249926 0.0011386041939247518 0.0012561721933579415 0.0010746650813808776 0.0015305783641608181 0.0034917602181536722 0.00261641594206096 0.0060103709652139506 0.0020873485734593791 0.0036492370479770326 0.0011365589740552897 0.0032388261418132567 0.001670972175347174 0.0012014555513815139 0.0034591044299858709 0.0015933745589844636
leaf_count=197 282 31 11 202 21 237 157 65 32 464 155 42 346 97 30 167 19 77 91 77 56 185 144 69 92 90 37 13 135 289
internal_value=0 6.85969e-06 2.75859e-05 4.93389e-05 0.000571895 0.000859495 -1.0012e-05 1.27867e-05 3.77653e-05 -0.000163335 -7.70921e-05 0.000147797 -1.58333e-06 0.000104345 5.26385e-05 8.72103e-05 0.00017038 6.80254e-05 0.00019857 0.000351558 0.000100879 0.000155952 2.50227e-05 0.000121495 4.03579e-06 8.2956e-05 -0.000319166 -0.00069914 0.000365368 1.77087e-05
internal_weight=0 0.062756 0.0617524 0.0606218 0.00618306 0.00484859 0.0544387 0.0533382 0.0519907 0.0183865 0.0168396 0.0336042 0.0158359 0.032177 0.0301066 0.0144723 0.0133337 0.0120775 0.0110028 0.00947225 0.0289823 0.0266637 0.0206533 0.0185659 0.0159495 0.014813 0.00611125 0.00444028 0.00870172 0.00524261
internal_count=3910 3713 3431 3420 289 268 3131 2974 2909 1598 1396 1311 932 1269 1172 777 610 591 514 423 1142 1110 925 781 725 633 140 103 493 358
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=22
num_cat=0
split_feature=1 0 133 15 52 2 47 1374 50 159 52 13 151 4 3 47 12 12 16 1 1
split_gain=0.000200838 0.000277954 0.00025458 0.000225456 0.000281047 0.000291563 0.000214673 0.000252998 0.000275949 0.000279087 0.000397838 0.000256557 0.000453322 0.000262135 0.000240625 0.000219258 0.000341968 0.000329909 0.000215708 0.000146573 0.000113755
threshold=0.076710000000000014 -0.070894999999999986 0.083815000000000014 0.024640000000000006 0.10062000000000001 0.099675000000000014 0.086425000000000016 -0.095439999999999983 0.086465000000000014 -0.026594999999999997 0.096170000000000019 -0.00059999999999999995 -0.083274999999999988 0.0057500000000000008 0.088060000000000013 0.10783500000000001 -1.0000000180025095e-35 0.097345000000000015 -0.53257999999999994 0.09832500000000001 0.10647000000000001
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 -3 7 -2 9 -9 11 12 -11 14 -13 20 -17 -18 -15 -14 -8
right_child=6 3 -4 -5 -6 -7 15 8 -10 10 -12 13 19 18 -16 16 17 -19 -20 -21 -22
leaf_value=-0.0029326779991793784 -0.0016184439243268026 -2.886671056294818e-05 -0.00029989435298934835 0.0019090899465036694 0.0011269027739639276 -0.0031209211174071556 -0.00062541604064725775 0.0033570164290420168 -0.0012835323767902624 -0.00039814395268729792 -0.0019960728975193802 0.00048349411914345671 0.0020793516619334136 -0.00014219550247248134 -0.0025082516664743284 0.0025563942419547258 -0.0021262881357954387 0.0012763493335300907 0.0025254567955132036 0.0044541570629137404 -0.0028203815378248188
leaf_weight=0.0018293378428830553 0.0011212485774869671 0.0016550200347360544 0.0016148692272461296 0.0011915254437442346 0.0016732460750223943 0.0012501105817260827 0.0011016200714384352 0.0010816719500721392 0.0013570503584707802 0.0011399268239760145 0.0010815263965233699 0.001683069654797806 0.0011849115750743877 0.0011822177164511061 0.0010013536017794422 0.001037413874398041 0.0015900062671621029 0.0011443852509636088 0.0017642494239868967 0.0012442910644643312 0.0011039614697736511
leaf_count=912 36 51 730 138 37 140 110 108 353 96 121 201 138 51 81 49 115 54 91 244 54
internal_value=0 -0.000611899 -0.00169826 3.65766e-05 -0.000450746 -0.00135941 0.000251628 0.000582139 0.000776113 0.00102209 0.000776439 0.00110237 0.002116 0.000459881 -0.000632498 -0.00051372 0.000194035 -0.000702232 0.00145511 0.00329578 -0.00172406
internal_weight=0 0.00921411 0.00344421 0.0057699 0.00457838 0.00290513 0.0198189 0.0138415 0.0127203 0.0113632 0.0102815 0.00920002 0.00356913 0.00563089 0.00268442 0.00597739 0.00377181 0.00273439 0.00294647 0.0024292 0.00220558
internal_count=3910 2008 1642 366 228 191 1902 1520 1484 1131 1023 902 478 424 282 382 218 169 142 382 164
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=22
num_cat=0
split_feature=51 124 131 132 41 38 39 133 47 4 160 2 16 0 4 12 43 4 13 1 150
split_gain=0.000186476 0.000231085 0.000239273 0.000265236 0.00024706 0.000256602 0.000425789 0.000290461 0.00031941 0.000378406 0.000470886 0.000381743 0.000280449 0.000260524 0.000254902 0.000241295 0.000337811 0.000265013 0.000249662 0.000217938 0.000187308
threshold=-0.40274499999999996 0.095200000000000021 0.092255000000000018 0.080815000000000012 0.078385000000000024 1.0000000180025095e-35 0.085060000000000011 0.084760000000000016 0.09252500000000001 0.0057500000000000008 0.087825000000000014 0.11230000000000001 -0.094359999999999986 -0.11756999999999999 -0.0090299999999999981 0.096535000000000024 -0.083899999999999988 -0.034289999999999994 -0.079834999999999975 0.11287500000000002 0.10912500000000001
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 15 12 20 -10 -9 16 -2 18 -18 -13 -11
right_child=1 -3 -4 -5 -6 -7 -8 14 13 11 -12 19 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.001670293441227541 0.00248397017347768 0.0019158395751123524 -0.0016863626797878487 0.0015156160421035531 -0.0018616947692451876 -0.0019157931489396751 0.0020684789352482095 -0.0025538908571570824 -0.002433669413879791 0.001900839761474898 -0.0024937351302791008 -0.0014829786307382136 0.0031822220807962501 5.2193861197150329e-05 0.00012537216897683966 -0.001441725014390434 0.00092081804284949284 0.0012676051089287172 -0.0014869478240713736 0.001000960396109848 -0.0002497531255366707
leaf_weight=0.0010326919400018833 0.0011229633961331595 0.0010005698918917885 0.0012957367762251306 0.0018259280233838817 0.0011298293555141994 0.001007847366147451 0.0016452664500239403 0.0012601585318911535 0.0012546341295696095 0.0015808227623618221 0.0011897489420863439 0.0010973854188627286 0.0014965405430719123 0.0014040786609402769 0.0010016525619258856 0.0011726113097460245 0.0010340702317220771 0.0018067288330455627 0.001959011389809695 0.0011234463866900413 0.0010654553192495086
leaf_count=145 90 59 383 212 124 62 232 562 61 102 130 41 72 120 276 202 289 187 444 83 34
internal_value=0 4.56798e-05 -2.50021e-05 6.0496e-05 -5.32808e-05 3.86624e-05 0.000131513 -3.13348e-05 0.000143263 0.0003727 -0.00018571 0.00109972 0.00181063 -0.00112087 -0.00136737 0.000201298 0.000526589 6.86405e-05 -0.000655096 -0.000226435 0.00103496
internal_weight=0 0.0274745 0.0264739 0.0251782 0.0233523 0.0222224 0.0212146 0.0195693 0.0173075 0.0146488 0.00828513 0.00636365 0.00414282 0.00265871 0.00226181 0.00709539 0.00592277 0.00479981 0.00299308 0.00222083 0.00264628
internal_count=3910 3765 3706 3323 3111 2987 2925 2693 1855 1674 1342 332 208 181 838 1212 1010 920 733 124 136
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=151 4 11 401 484 2 12 14 4 49 3 156 1 2 2 13 13 4 48 40 12 2 13 48 151 0 51 12 15 12
split_gain=0.00076357 0.000813101 0.000732671 0.000662243 0.000706736 0.000805051 0.000583697 0.00073845 0.000624913 0.000621726 0.000564904 0.000705236 0.000739064 0.000725096 0.000984429 0.000734382 0.000725295 0.000699949 0.000638232 0.000633358 0.000584705 0.000549372 0.00124223 0.000517829 0.000692572 0.00054009 0.000499012 0.000446768 0.000445671 0.000395022
threshold=-0.52174999999999983 0.28937500000000005 0.080455000000000013 0.087020000000000014 -0.0043499999999999988 0.11203000000000002 -0.041094999999999993 -0.46879999999999994 0.50657000000000008 -0.029304999999999998 -0.12008499999999998 0.094860000000000014 0.099595000000000017 0.10393500000000001 0.097940000000000013 -0.084084999999999979 -0.089189999999999978 0.028075000000000006 0.082070000000000018 -0.080519999999999994 0.10333000000000002 0.11085000000000002 0.049070000000000009 0.091875000000000012 -0.0074049999999999993 -0.23029999999999998 0.083165000000000017 0.085605000000000014 0.05377500000000001 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 27 18 12 13 14 15 -12 -16 28 21 -15 -19 22 -6 24 25 -17 -26 -9 -14 -11
right_child=1 6 -4 -5 10 -7 7 8 -10 29 11 -13 17 19 16 23 -18 20 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010970146924801304 -0.0010858199828092465 0.0012435098544136931 -0.00091454420991716665 -0.0010298024186431549 0.0006277331546316083 0.00027812792383923198 -0.00059021786631663982 0.00011388615709565898 0.0012435650512081502 0.00029795157565830761 -0.0007064051168893669 -0.00091000695527505924 0.00079155849719870098 0.00010219420199426905 0.0011513210445408778 0.0012146084839579118 -7.0986688291601558e-05 -0.00022412322264137231 0.0011418283491447826 -0.0010415558011957345 0.0005395991504926551 0.00073515415770402173 -0.00096138207878970294 -0.00075227846259102668 5.1115707604898918e-06 0.00012651974010220154 -0.0009127955387664312 0.0012437158267862268 -0.00010657448421177711 -0.00064931338180092431
leaf_weight=0.0010035265316155053 0.0018973407253123345 0.0010019643417704671 0.001526339852364166 0.001017914611136427 0.0015526505431182605 0.0010335585347291953 0.0013747282363283375 0.0010070046183017212 0.0011516006679883617 0.0013766612665371269 0.003148643733356102 0.0013646975178400736 0.0039604098732297643 0.0011124402806217404 0.0016748392755516761 0.001216693148990089 0.0013601642312983655 0.0053069705712829318 0.0013218048112548786 0.0022886644055861707 0.0021893771140639728 0.001679819689343276 0.0014908970586873238 0.0013318021223076579 0.0056846659700929862 0.0016781740340405813 0.0010915614707576182 0.0011697092406421916 0.0010891848048828479 0.0013463146648291513
leaf_count=65 515 191 172 268 35 56 23 45 68 34 328 168 203 14 14 10 95 88 22 211 21 15 33 54 878 85 98 25 53 23
internal_value=0 -2.42374e-06 -6.74528e-05 -3.83928e-05 -1.51798e-05 -0.000604834 0.000352649 0.000232449 0.000419342 0.00022562 2.74466e-05 -3.39945e-05 2.08652e-06 -0.000142884 -3.90752e-05 -0.000176892 0.000603533 0.000239981 0.000378075 -0.000667456 -1.0711e-06 0.000164344 -0.000150703 -2.53636e-05 7.47395e-05 0.000583836 -0.000142751 0.000721027 0.000597833 -0.000170402
internal_weight=0 0.0544466 0.0460186 0.0444923 0.0434744 0.0029309 0.00842798 0.00742602 0.00605129 0.00489969 0.0405435 0.0344983 0.0331336 0.0205876 0.0171865 0.0141515 0.003035 0.0125459 0.00604517 0.0034011 0.00749635 0.00472337 0.00304355 0.0110029 0.00967109 0.00289487 0.00677623 0.00217671 0.00504959 0.00272298
internal_count=3910 3845 3436 3264 2996 571 409 218 195 127 2425 2320 2152 1787 1562 1453 109 365 105 225 109 83 68 1125 1071 95 976 70 256 57
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=22
num_cat=0
split_feature=1456 2 128 14 157 14 15 15 0 15 151 52 42 15 47 49 43 42 43 4 15
split_gain=0.000196135 0.000183552 0.000210081 0.000186045 0.000173554 0.000243944 0.000321304 0.000244429 0.000242708 0.000242294 0.000366312 0.000334152 0.000258371 0.00027801 0.00022028 0.000174497 0.000159292 0.000297605 0.000141905 0.000155638 9.02949e-05
threshold=-1.0000000180025095e-35 0.14808000000000002 1.0000000180025095e-35 0.077685000000000018 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 -0.095799999999999982 -0.098179999999999976 -0.091024999999999981 -0.084129999999999996 0.15091000000000002 -1.0000000180025095e-35 -0.03231499999999999 0.09252500000000001 -0.045004999999999996 -0.083684999999999996 0.078965000000000021 0.056750000000000009 -0.078484999999999985 1.0000000180025095e-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 4 8 -6 -7 14 -2 -9 -11 12 -12 15 -8 -14 20 18 19 -18 -15
right_child=1 -3 -4 -5 5 6 7 9 -10 10 11 -13 13 16 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.001523987889447334 0.002223182923581491 0.0014989335380511258 -0.0016259334605581285 -0.0014414641414610477 -0.0013931346314682088 0.0017432186989809547 -0.00011535936538048973 0.0017493922139718825 -0.00011823166321696087 -0.0017227431423720854 -0.0011177783786905174 -0.0016882820930134248 0.0026075065044776956 0.00038258032389360366 -0.0020408493122462236 0.00078393963692530264 -0.0013099950477887267 -0.0018499439167403557 0.0010304084186083388 0.0006885804976607293 0.0018623302995120822
leaf_weight=0.0011095559020433679 0.0011934131135848958 0.0011197393428887805 0.0010429500837967612 0.0010713432214408672 0.0015328487402412874 0.0015170493209828917 0.0019143414108877465 0.0012218631134559505 0.0011820035276035581 0.0014082324691080403 0.0012847068317982666 0.0010933225518999232 0.0012696226043820147 0.0011921602047613175 0.0013653783426521571 0.0015795320684385238 0.0010655293840153846 0.0010438735437400259 0.0020256783701171344 0.0010258559464304774 0.0010319163537371168
leaf_count=369 56 168 264 89 81 227 188 113 347 119 475 218 101 62 94 163 122 508 31 62 53
internal_value=0 4.69628e-05 -1.54212e-05 5.1716e-05 0.000118517 1.5054e-05 0.000122771 -9.95249e-06 0.0010581 0.00018521 4.88937e-05 0.000246708 0.000430369 0.00062471 -0.000916959 0.00159655 0.000249774 -0.000103331 0.000339519 -0.000329664 0.00106915
internal_weight=0 0.0271814 0.0260616 0.0250187 0.0239473 0.0215719 0.0200391 0.018522 0.00237542 0.0152423 0.0140204 0.0126122 0.0115189 0.0102342 0.00327972 0.00284915 0.00738501 0.00516094 0.00411706 0.00209139 0.00222408
internal_count=3910 3541 3373 3109 3020 2617 2536 2309 403 2027 1914 1795 1577 1102 282 264 838 723 215 184 115
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=22
num_cat=0
split_feature=1 0 3 133 0 147 52 52 13 52 42 4 3 150 2 13 2 2 2 3 1
split_gain=0.000195654 0.000267648 0.000261633 0.000269707 0.000201032 0.000325208 0.000246999 0.000289239 0.000289552 0.000349956 0.00038971 0.000341473 0.000232533 0.000280718 0.000216562 0.0001935 0.000292406 0.000783005 0.000253353 0.000189001 3.792e-05
threshold=0.076710000000000014 -0.070894999999999986 0.013395000000000002 0.083815000000000014 -0.017269999999999997 0.089245000000000005 0.28122000000000008 0.024145000000000003 -0.00059999999999999995 -0.012244999999999997 0.087065000000000017 0.25367000000000006 0.10666500000000002 0.087235000000000021 0.081615000000000007 0.091035000000000019 0.10325000000000002 0.097360000000000016 0.10836000000000003 -0.13309499999999996 0.11198000000000001
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 9 10 -2 -11 13 14 -10 16 17 -3 -17 -6 -9
right_child=4 15 -4 -5 19 -7 -8 20 12 11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.0035181531791195655 0.0032250824360178431 -0.0021328266611992464 0.0002670911255635028 -0.00084577804060187445 0.0003929184483293144 0.0020957809834792188 -0.0017464047645371847 0.00085478215253099337 -0.00056974239358801432 -0.0022643852628094303 0.00020832570931173756 0.00064343067843176916 -0.0018334580364091143 -0.001722225030697636 0.0014279791350272589 -0.00027752834163460323 -0.0023389771456977658 0.0026648107375374167 0.0022224292430820369 0.0025109754660289931 0.001906528657536206
leaf_weight=0.0010707140728259401 0.0011250007527516814 0.0010485483336863943 0.001026093508392556 0.0012210719861555086 0.0016961447769769933 0.0010899648107889339 0.0012649844587437906 0.0010229873914537899 0.0017458444380125115 0.0010228676957295679 0.0015219253999175786 0.0015115708736297417 0.0019951292889537342 0.0013761148955930835 0.0015451977850886589 0.0013706043560617331 0.0010056869991557082 0.0010077406490420771 0.0011068933536471093 0.0010185766957531142 0.0010486655859960337
leaf_count=892 165 60 27 723 169 105 162 84 134 307 160 119 66 58 112 30 204 36 36 167 94
internal_value=0 -0.000491031 -0.00136401 -0.0020943 0.000208508 4.51412e-05 -0.000102097 4.738e-05 -0.000186972 0.000502127 0.00149051 -0.000530127 -0.000722895 -0.000248149 0.00036822 3.18438e-05 -0.000621564 0.000218387 0.0008394 0.00118762 0.00138717
internal_weight=0 0.00885735 0.00331788 0.00229179 0.018985 0.0162703 0.0151803 0.0139153 0.0118437 0.00518136 0.00264693 0.00253444 0.00666229 0.00466716 0.00329104 0.00553947 0.00306198 0.00205629 0.0024775 0.00271472 0.00207165
internal_count=3910 2008 1642 1615 1902 1566 1461 1299 1121 751 325 426 370 304 246 366 300 96 66 336 178
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=22
num_cat=0
split_feature=15 158 16 156 159 38 147 11 457 1 0 3 48 43 13 151 43 43 16 3 1
split_gain=0.000186364 0.000276284 0.000216861 0.000208732 0.000259659 0.000218503 0.00022197 0.00024975 0.000289523 0.000288165 0.000352906 0.000210679 0.00020444 0.000218115 0.000350467 0.000179565 0.000259211 0.000263589 0.000241888 0.000216889 0.000213754
threshold=-0.26361999999999991 0.085745000000000002 -0.13863999999999996 0.091280000000000014 0.08894500000000001 0.084445000000000006 0.089245000000000005 0.079700000000000007 -0.0015249999999999997 1.0000000180025095e-35 -0.089879999999999974 -0.10315499999999998 0.086065000000000016 -0.27619499999999997 -0.083924999999999986 -0.086034999999999986 -0.080894999999999981 -0.072364999999999985 -0.072804999999999981 0.082730000000000012 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 8 -2 10 -10 -11 13 -12 -15 -13 -17 -18 20 -20 -19
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 11 12 15 -14 14 -16 16 17 18 19 -21 -22
leaf_value=0.0019441666347069684 -0.0014507469845634502 -0.001649148149499255 -0.00016886781835253849 -0.0016192993722401715 0.0018264747139428062 -0.0017214016272112764 0.001741456331322755 -0.001793306267145234 -0.0022602570658282082 0.0020663825083062099 0.0011010017716331783 0.0019345118517407371 0.0014071099903192621 0.00047091934196536421 -0.0022480781961858932 -0.0011464217253579372 0.0023591264636698881 6.0759834360547096e-05 0.00037193768415826718 -0.001987667589638949 0.0024006268610075282
leaf_weight=0.0014470693005028679 0.0016336244475038111 0.0016023744713176682 0.0013755394926109324 0.0011163669557997516 0.0011570876835932378 0.0010506196806527859 0.0010799946125787932 0.0011037888871356918 0.0012000591557386952 0.0013159254580088495 0.0010314877256029026 0.0010029006876681743 0.0012063018317126639 0.0013145417298719908 0.0014447759872495622 0.0015864593762380261 0.0010114946939516764 0.001297531227810734 0.0012876726601334064 0.0010086020162436427 0.0010066290946024736
leaf_count=192 239 335 110 283 174 60 87 130 297 73 68 91 103 247 720 121 75 198 195 66 46
internal_value=0 -0.000119633 0.000914423 -1.24018e-05 7.01156e-05 -2.86222e-05 6.24328e-05 -3.58414e-05 7.59795e-05 0.000234694 -0.000404749 0.000651069 4.08522e-05 -0.000393915 -0.000952745 0.000423978 0.000213525 0.000597975 0.000210751 -0.000664481 0.00108299
internal_weight=0 0.0244582 0.00282261 0.0228559 0.0217395 0.0205824 0.0195318 0.0184518 0.017348 0.0157144 0.00619717 0.00951722 0.00499711 0.00379081 0.00275932 0.00820129 0.00719839 0.00561193 0.00460043 0.00229627 0.00230416
internal_count=3910 3608 302 3273 2990 2816 2756 2669 2539 2300 1435 865 1138 1035 967 792 701 580 505 261 244
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=46 14 403 1429 1374 1 151 403 52 52 4 133 2 2 453 4 11 3 12 16 13 4 40 47 12 12 4 12 0 16
split_gain=0.000627949 0.000962101 0.000596484 0.000621462 0.000561542 0.00060848 0.000726882 0.000801918 0.000808519 0.000934924 0.000690996 0.000614537 0.000672747 0.000816177 0.00090944 0.00110648 0.00108132 0.0012596 0.000722575 0.000567044 0.000674722 0.000838563 0.000562706 0.000797784 0.000555058 0.000738118 0.000508091 0.000619977 0.000500939 0.000792712
threshold=-0.046924999999999994 0.077685000000000018 0.096520000000000009 -1.0000000180025095e-35 0.090240000000000015 1.0000000180025095e-35 -0.083919999999999981 -1.0000000180025095e-35 0.11401500000000002 0.10701500000000001 -0.49269499999999994 0.085625000000000021 1.0000000180025095e-35 0.084290000000000018 1.0000000180025095e-35 0.25367000000000006 0.079700000000000007 -0.013944999999999997 0.10333000000000002 -0.11807499999999999 -0.085879999999999984 0.0057500000000000008 0.053870000000000008 0.10887000000000001 0.10058500000000002 0.090840000000000018 -0.084009999999999987 0.085185000000000025 -0.066084999999999991 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 12 18 -14 15 16 17 -15 22 -19 -21 -22 23 28 25 26 -12 -28 29 -7
right_child=1 -3 -4 4 -6 11 7 8 -10 -11 24 -13 13 14 -16 -17 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00097858240030694273 -0.00086986862184608405 -0.00096385099728092281 -0.00090333841553667782 -0.0010314771538068091 -0.00086913568417160353 -4.9712870712003496e-05 -0.0010185810284547799 -0.00086108914651958368 -0.00095987837710315377 0.0012510645462670974 0.00043282243684591483 0.00088878377412509419 0.0011978165759863604 0.0011345785290468515 -0.00077784048015004637 0.00083002399876467865 -0.0011804249326321766 -0.00089419870203834371 0.00038967049785876252 0.00098485194386728437 -0.00047684812489218707 0.00046614947486540547 0.00036942832386415814 -0.0011655485054323836 -0.00076793495691153944 0.000661104702506368 -0.00079364603700028138 0.00028121444679064155 0.00056590688775905737 -0.001268505639229952
leaf_weight=0.0010003313797284355 0.0012436120248684448 0.0017382084798662758 0.0011617464692861281 0.0013499984591800454 0.0010744657223744616 0.0029514693903305309 0.0012866650288783097 0.0012814029292691461 0.0012169124160021924 0.0010800828042079056 0.0020749725619535466 0.0017572794108939851 0.0014086304856544265 0.0018795124614143779 0.0014217490539749624 0.0042897625526556746 0.0010079695285583066 0.00103298174198585 0.0033060489706020499 0.0011871980828921406 0.0034277792702326329 0.0027211599746976844 0.0016158948619420244 0.0018914811928496533 0.0010085348203077169 0.0037192799592746795 0.0021206419560400079 0.0014558301007490115 0.0010780296475960674 0.0012105129871722298
leaf_count=31 180 124 290 198 65 238 658 21 197 11 59 300 21 58 43 219 69 24 78 58 108 30 19 77 102 122 145 187 48 130
internal_value=0 -3.55674e-05 -4.69294e-06 1.57376e-05 3.78281e-05 5.78049e-05 -0.000139476 -6.04821e-05 2.78387e-05 0.000122179 1.76146e-05 0.000159513 0.000117399 0.000270128 0.000193115 0.000281911 7.30312e-05 0.000196311 -0.000115452 -1.44029e-05 0.000109479 -5.95327e-05 -0.000306361 -0.000459485 0.000126098 0.000222319 -6.6451e-05 -0.000356116 -0.000204619 -0.000404199
internal_weight=0 0.0539998 0.0522616 0.0510999 0.0498562 0.0487818 0.0165943 0.0152443 0.0139577 0.0127407 0.0116607 0.0321875 0.0304302 0.0183767 0.0169681 0.0155464 0.0112566 0.0102486 0.0120534 0.00836912 0.00733614 0.00614894 0.00874739 0.00713149 0.0103793 0.00937072 0.00565144 0.00357647 0.00524001 0.00416198
internal_count=3910 3879 3755 3465 3285 3220 1700 1502 844 647 636 1520 1220 630 609 566 347 278 590 220 196 138 512 493 615 513 391 332 416 368
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=156 158 45 14 1429 4 1348 11 401 3 157 1456 403 38 124 1365 1374 1 1 13 43 2 2 49 49 160 15 13 15 1
split_gain=0.00115848 0.00109803 0.00102205 0.00143346 0.000929207 0.00108126 0.00106376 0.00113775 0.00112877 0.000960177 0.000922499 0.00125153 0.00129064 0.000975186 0.00123614 0.00100521 0.00100546 0.00104251 0.00125282 0.0012469 0.000898002 0.000877731 0.00110192 0.00128128 0.000887211 0.000782044 0.0011936 0.00130776 0.00100859 0.000737869
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 0.090050000000000005 0.088315000000000018 0.087020000000000014 -0.13927999999999999 -0.08107499999999998 -1.0000000180025095e-35 -0.082404999999999992 0.11976000000000002 -0.048219999999999992 1.0000000180025095e-35 0.087110000000000007 0.094695000000000015 0.090905000000000014 0.16421000000000002 0.083940000000000015 0.10393500000000001 0.099015000000000006 -0.085974999999999982 -0.081629999999999994 -0.080184999999999992 -0.050004999999999994 -0.075974999999999987 -0.033649999999999992 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -11 -12 -13 14 29 16 17 18 19 21 -6 22 23 -16 -25 28 -27 -28 -19 -14
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 25 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0012191246492396486 0.0012193490904613589 -0.001087096941778612 -0.0008716554697359764 -0.00098950924876295659 0.00077921696369357015 0.00098832469315402816 0.0010805979151861619 -0.00075577325958868914 -0.0010243307761650204 0.00062954475561983515 -0.0011549312264364636 -0.0011493998576012935 0.00026905864604135103 -0.0010358457600453002 -0.0012191972823713735 -0.0011082155908375359 -0.0011357303008120334 -0.00096218118788343385 -0.0011867955118955737 -0.0012192104086856102 -0.00012519953373870879 -0.00055440748829915906 0.00092014739611456569 0.0011972042767139951 3.2511661697142298e-05 0.00069595071472474345 0.0011079400801012212 -0.00049053061030093575 0.00056857633598193021 0.001219151747402242
leaf_weight=0.0011534692809849192 0.0010642587515121696 0.0013233591186097007 0.0015963817565411978 0.0020456904128103295 0.0050659743258165612 0.0018500002122543427 0.0014325838216731048 0.0026994384147087649 0.0014070630488438587 0.0034130706018733461 0.0014179258219522142 0.0013844316095978906 0.0031134334767557439 0.0012013498720762064 0.0011031875983817949 0.0011791564637846355 0.0010548353023338555 0.0014767783066815809 0.0015073341047369118 0.0012109313876642594 0.0024065587167569902 0.0028007608830655775 0.0025287170738552698 0.0011021470509149376 0.0082296754137228881 0.0084946581363745128 0.0010044695789872549 0.0031332762807210193 0.0011284509618008096 0.0019920171414788967
leaf_count=197 15 161 148 108 96 196 47 71 261 242 191 521 50 19 47 55 43 33 89 45 18 131 41 7 659 152 38 89 20 120
internal_value=0 1.26962e-05 3.40854e-05 1.52526e-05 4.69065e-05 7.0058e-05 4.243e-05 1.76653e-05 5.40668e-05 8.11873e-05 1.84866e-05 -2.77944e-05 8.82322e-06 4.67654e-05 7.8441e-05 -1.26532e-06 3.62691e-05 7.29314e-05 -0.000121692 -2.71156e-05 0.000487946 6.44538e-05 0.000198156 2.31962e-05 0.000170069 0.000309003 0.000434421 -0.00010249 -0.000299136 0.000639761
internal_weight=0 0.0693679 0.0680446 0.0669803 0.0649346 0.0633382 0.0614882 0.0600556 0.0573562 0.0559491 0.0484766 0.0450635 0.0436456 0.0422612 0.0410598 0.0359544 0.0347752 0.0337204 0.0184828 0.0169754 0.00747253 0.0157645 0.0129637 0.010435 0.00933182 0.0152376 0.0126324 0.00413775 0.00260523 0.00510545
internal_count=3910 3713 3552 3537 3429 3281 3085 3038 2967 2706 2592 2350 2159 1638 1619 1449 1394 1351 1019 930 114 885 754 713 666 332 279 127 53 170
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=45 14 453 1 403 42 52 52 12 42 2 1429 159 1374 16 150 2 38 160 1375 50 48 12 13 0 43 4 2 16 158
split_gain=0.0010697 0.00151304 0.000679733 0.000799506 0.000850426 0.000876108 0.000850082 0.0011592 0.00144531 0.00114494 0.00104317 0.000714895 0.000934548 0.000670409 0.000639144 0.00129893 0.000806171 0.000834691 0.000859462 0.000855565 0.00079729 0.000708969 0.000704613 0.000595202 0.000584276 0.000664657 0.000856661 0.000542418 0.000764023 0.000511465
threshold=-0.080134999999999984 0.077685000000000018 0.10097500000000002 1.0000000180025095e-35 -0.080924999999999983 -0.089024999999999979 0.11401500000000002 0.10701500000000001 0.10058500000000002 0.091955000000000023 0.091985000000000011 -1.0000000180025095e-35 0.073745000000000019 0.090240000000000015 -0.067969999999999989 -1.0000000180025095e-35 0.13754500000000003 0.084445000000000006 -1.0000000180025095e-35 -0.43271999999999994 0.084340000000000012 0.11930500000000001 0.11878500000000002 -0.084084999999999979 -0.017269999999999997 -0.080894999999999981 0.05309500000000001 0.090420000000000014 -0.15168999999999996 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 23 -5 13 14 16 -16 17 18 -13 -20 24 22 27 -7 25 -17 -27 28 -21 -14
right_child=1 -3 -4 11 5 6 -8 -9 -10 -11 -12 12 29 -15 15 20 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014007183826983795 -0.0014004070351682494 -0.001186913806816167 -0.0011465175417929463 -0.00088429838159328317 -0.0011046098626307918 -0.00093186433706313632 -0.0010705758819387766 0.0012797877757312114 -0.0014005353220158862 -0.00099225899819478051 0.00063979760765361753 -0.00067236697646838334 0.0010703462955591457 -0.00096793292962374746 0.0010714590774323584 -0.00089385131105140726 0.0014005246902691545 -0.00079164840817225776 -0.00055398214675703367 0.00083644632059037632 -0.0012246136505746537 -0.00051746190893281203 -0.0004251147333817622 0.00012773452049774482 0.0006880683022731668 -0.00042661110632623663 0.00062627854966440868 0.0011597445377848964 -0.00039632556409444254 -1.254459961177882e-05
leaf_weight=0.0010083908180149584 0.0011287287699737183 0.0022241769057731444 0.0010133939496483882 0.0013134515384685122 0.0016999786295499577 0.0016196635235019574 0.0014546283144936103 0.0013672847855232826 0.0014377794492688176 0.0016715779541991447 0.0059710468615179479 0.0015241145506692541 0.0031607677923943802 0.0011452744441555742 0.0016188110678854182 0.0023958435053224062 0.0012199967009145487 0.0014546280506237954 0.0014990562215189138 0.0034112693702956767 0.0014873689602401549 0.0010614346126089922 0.0010107682095803492 0.0029022042459725395 0.0014746166814489934 0.0040246531184413578 0.0024303159913969807 0.004429887292836554 0.0013864925544773117 0.001172537879605251
leaf_count=15 510 122 27 123 232 345 221 26 140 137 151 70 176 40 43 106 81 20 16 85 117 27 14 218 77 196 60 118 259 138
internal_value=0 -5.36652e-05 -9.82019e-06 1.05771e-05 -0.000221088 -0.000147643 -4.85923e-05 5.07164e-05 -7.28285e-05 8.40995e-05 0.000255569 0.000130407 0.000167523 8.38331e-05 0.000123419 -0.000104884 0.000303824 0.000219023 0.000321665 0.000440036 -0.000266089 0.000571904 0.000684841 -0.000251798 -0.000128014 -0.00026398 -3.01949e-05 0.000806422 0.000480191 0.00077733
internal_weight=0 0.0597118 0.0574876 0.0564742 0.0192529 0.0181242 0.0164242 0.0149696 0.0136023 0.0121645 0.0104929 0.0372213 0.0359078 0.0315745 0.0304293 0.0134316 0.0169976 0.0157777 0.014323 0.0127989 0.0118128 0.0112999 0.0102384 0.00452187 0.0103254 0.00885081 0.00645497 0.00922765 0.00479776 0.00433331
internal_count=3910 3895 3773 3746 1980 1470 1238 1017 991 851 714 1766 1643 1329 1289 599 690 609 589 519 556 503 476 563 439 362 256 462 344 314
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=24
num_cat=0
split_feature=51 39 1 51 48 2 457 4 49 2 15 1 12 48 3 16 16 160 1 43 2 15 12
split_gain=0.000172063 0.000260125 0.000234018 0.000233147 0.000259453 0.000469755 0.000293425 0.000305343 0.000314343 0.000429323 0.000309135 0.000260357 0.000247035 0.000210551 0.000209949 0.000180067 0.000355896 0.000195095 0.000171146 0.000167253 0.000152892 7.71041e-05 6.70057e-05
threshold=-0.40274499999999996 0.085060000000000011 0.092550000000000007 0.14276500000000003 0.12649500000000002 0.11542500000000001 -0.0034949999999999994 -0.0072799999999999991 -0.029304999999999998 0.093470000000000011 0.084050000000000014 0.10444500000000001 0.098355000000000012 0.087035000000000015 -1.0000000180025095e-35 -0.008069999999999999 -0.070594999999999977 -0.063534999999999994 0.10786000000000001 -0.030974999999999996 0.10393500000000001 -0.050004999999999994 0.078515000000000015
decision_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 3 -3 4 5 6 -2 10 13 14 12 -7 15 21 18 16 -8 -17 -10 -4 -11 -9 -19
right_child=1 2 19 -5 -6 11 7 8 9 20 -12 -13 -14 -15 -16 17 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.0016166791444928695 -0.0020472906469042886 -0.00050543347319858243 0.0024902167370758747 -0.0019613465312547369 -0.001969795069196075 0.00029319988106903084 0.00052799604327604169 0.002988353294649419 -0.0025584606310045679 0.0024396663305433297 -0.0026301378952816802 0.002875131124919824 -0.0020456547337277305 0.00017875882815123425 0.00042769253717200514 0.0019031439543948959 -0.0023590847171654429 0.00065544844339288674 -0.00049028747422078314 0.00043135372391965766 0.00029487876793573176 0.0014721109362584421 -0.00070151931676810388
leaf_weight=0.0010138610199517109 0.0011910989096434168 0.0011029412777121541 0.0015656425553913778 0.0010201177002341346 0.00102659872056332 0.0011306659394152421 0.0015203905962221098 0.0010273610317881321 0.0012692061296837309 0.0010477085881440695 0.0010035371488883171 0.0013426936773690556 0.0010671423776359434 0.0012929285103915333 0.001301261345511678 0.0012073180630660652 0.0012012062901118892 0.0010767238360465062 0.0012463398422113414 0.0010267789983160469 0.0010417008276919493 0.001082433758598178 0.0012197686357657833
leaf_count=145 256 73 264 113 70 114 154 30 323 113 1148 176 95 47 76 101 119 64 36 60 75 65 193
internal_value=0 4.68375e-05 0.00102405 -0.00010804 -2.3245e-05 7.07077e-05 -0.000143009 -1.41715e-05 0.000478701 -7.42445e-05 -0.000567218 0.00169483 -0.000283337 0.00143847 -0.000865053 1.87552e-05 -0.000746248 0.000612974 -0.00153377 0.00167476 0.00137036 0.00221044 -6.52971e-05
internal_weight=0 0.0270116 0.00369536 0.0233162 0.0222961 0.0212695 0.0187961 0.017605 0.00930894 0.00590622 0.00829609 0.00247336 0.00729255 0.00340272 0.00381681 0.00622541 0.0027216 0.00350381 0.00251555 0.00259242 0.00208941 0.00210979 0.00229649
internal_count=3910 3765 397 3368 3255 3185 2895 2639 765 623 1874 290 726 142 435 631 273 358 359 324 188 95 257
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=45 14 1373 156 151 1348 1456 11 403 106 31 16 403 156 4 480 124 1 2 13 13 49 0 51 1365 0 4 12 42 16
split_gain=0.00129244 0.00185888 0.00118799 0.00120344 0.00104436 0.00113359 0.00120648 0.00103035 0.00103851 0.000924352 0.00144555 0.00113943 0.00114871 0.000857539 0.00104186 0.00109309 0.000865961 0.00116031 0.00120093 0.00103209 0.00102725 0.00102356 0.00148246 0.000989449 0.000964665 0.000888315 0.000802688 0.00107751 0.00079124 0.00101717
threshold=-0.080134999999999984 0.077685000000000018 0.099250000000000019 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.10600000000000001 0.096520000000000009 0.092305000000000012 -1.0000000180025095e-35 -0.54165499999999989 -0.092224999999999988 0.11896500000000002 0.50657000000000008 0.08598500000000002 -0.37194499999999991 0.12730000000000002 0.086650000000000019 -0.052124999999999998 -0.5337599999999999 -0.10837499999999999 0.039665000000000006 -0.089214999999999989 0.084090000000000012 -0.10575999999999998 -0.0025899999999999994 0.084100000000000022 -0.090359999999999982 -0.041434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 -8 -12 -13 14 15 16 -14 18 23 -19 -20 22 -22 -18 28 -25 27 -27 -23 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 13 -15 -16 -17 17 19 20 -21 21 24 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0012438458308365525 -0.001243511424245485 -0.0010308814863404648 -0.0011348766932225242 -0.00099326440335344851 -0.00081882797763757522 0.0011970783214518201 0.0012437305926471355 -0.0011812498271106867 -0.00090110603798255649 -0.00089838241363222882 0.00096980740673055055 -0.0011626575563158368 -0.0010261144442391484 -0.00081864822278217904 0.00116176875817408 -0.0010001718111987629 0.00065686713871450689 0.0011707640143308537 -0.00082257949513640121 0.00021883623168389042 -0.0009929106169598832 -0.00042925016797542388 0.00078586211726068122 -2.2831006172257235e-06 -0.00065712111858238771 0.00050745878239553217 -0.0011657694694159704 -0.00080543418283888818 0.00016238862909536802 0.00065438725480777751
leaf_weight=0.0012191002228973949 0.0011652341726968709 0.0028590550326486044 0.0014257795533687547 0.0015120868668674339 0.002500358272905511 0.0013099055612499902 0.0017323154187049985 0.0010190130583964665 0.0016350061938630303 0.0013995217029929554 0.0022125054434169863 0.0011625126351320061 0.0010188874083638657 0.0015819913448726899 0.001418600193771268 0.0014050917818151367 0.0016882365863786228 0.0028814616354289058 0.0014866971414448918 0.0045287758433971695 0.0022503361036925176 0.0018308399566011593 0.0010683415348466951 0.0059324456103393439 0.0015177381298343553 0.0015606177516929174 0.0028394596126313353 0.0025389569146521129 0.012581281280419779 0.013435095137603456
leaf_count=15 193 122 30 64 303 41 92 21 284 25 58 441 21 112 123 130 53 76 13 60 54 121 6 55 44 82 112 416 373 370
internal_value=0 -4.59949e-05 -1.01877e-05 1.05802e-05 2.97958e-05 5.05503e-05 3.00406e-05 6.00506e-05 7.81966e-05 0.000101718 0.000122712 9.28076e-05 6.18743e-05 8.49968e-05 0.00010883 8.33243e-05 0.000109959 0.000130577 6.08676e-05 0.000588992 0.000188287 0.000234269 -0.000420292 -0.000238175 0.000308245 -0.00035557 -0.000657609 -0.000305645 0.000360859 0.000416461
internal_weight=0 0.0814981 0.0786391 0.0772133 0.0760481 0.074536 0.0732261 0.0707257 0.0697067 0.0680717 0.0666722 0.0649399 0.0627274 0.0615649 0.0599829 0.0585643 0.0571592 0.0561403 0.04873 0.00741024 0.0341703 0.0326836 0.00331868 0.0145597 0.029365 0.0128715 0.00693903 0.00409957 0.0278472 0.0260164
internal_count=3910 3895 3773 3743 3550 3486 3445 3142 3121 2837 2812 2720 2662 2221 2109 1986 1856 1835 1699 136 981 968 60 718 908 665 610 498 864 743
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=20
num_cat=0
split_feature=14 3 484 3 2 160 1 2 2 0 474 52 43 47 4 0 49 16 16
split_gain=0.000179775 0.00018639 0.000220273 0.000220348 0.000275343 0.000229578 0.000217676 0.000348342 0.00061252 0.000316836 0.000287395 0.000326461 0.000307963 0.000393947 0.000409366 0.000255873 0.000252206 0.000214708 0.000194316
threshold=0.077685000000000018 0.30601500000000009 -0.0043499999999999988 -0.15464999999999998 0.106035 -0.217635 1.0000000180025095e-35 0.10393500000000001 0.099015000000000006 -0.089879999999999974 0.059400000000000008 0.071660000000000015 -0.06705499999999999 0.09252500000000001 0.05309500000000001 -0.10303999999999998 -0.045004999999999996 0.51131000000000004 0.064860000000000015
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 -5 7 8 9 -7 11 12 15 14 16 -8 -14 -17 -11
right_child=-2 -3 3 5 -6 6 10 -9 -10 18 -12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=-0.0011641114071500981 -0.0013349503533486638 0.00149101518275302 3.5750232487653927e-05 -0.0015081046460407594 0.002164796548394343 -0.0021609894720175079 0.0017862768221898926 -0.0017753546299936519 0.0020344804838691322 0.00081630801908423307 0.0017353046207968907 0.0015987176276021061 8.149877526514208e-06 -0.002094488796573802 0.0013968668356838109 -0.00093428093808788624 -0.0020852209164228001 0.0011649792350392147 -0.00099101693768197823
leaf_weight=0.0018328943404616041 0.0011712567521632291 0.0010231610287805273 0.0016638461218398915 0.0012065701090769312 0.0012801935171111722 0.0011972652286829037 0.0014621503918084144 0.0017561249389992373 0.0013222261203336139 0.0014880592403978066 0.001492105028759739 0.0015424269809836142 0.0016971144919857312 0.0015577128583128541 0.001486834410184823 0.0013748830020905451 0.0011500006288795959 0.0010041223654546627 0.0013526472865265093
leaf_count=579 126 162 80 365 102 242 78 242 71 733 141 66 57 88 103 261 302 21 91
internal_value=0 4.62861e-05 -1.08594e-05 7.70896e-05 0.00096155 -4.63745e-05 4.23254e-05 -0.000441346 -4.29387e-06 -0.000671887 0.000311916 0.000123553 -0.000110227 -0.00060592 -7.08971e-05 0.00065008 -0.0008374 -4.82325e-05 -4.42783e-05
internal_weight=0 0.0268903 0.0258672 0.0240343 0.00294404 0.0210902 0.0198837 0.00711632 0.0053602 0.00403797 0.0127674 0.0112752 0.00973282 0.00589166 0.00433395 0.00384116 0.00284712 0.00237901 0.00284071
internal_count=3910 3784 3622 3043 182 2861 2496 1379 1137 1066 1117 976 910 550 462 360 359 282 824
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=45 14 156 1373 133 52 1 42 133 52 52 12 12 157 156 453 1348 1456 484 15 52 52 4 1429 42 106 31 16 11 0
split_gain=0.00118111 0.00114888 0.00106059 0.00101832 0.000995314 0.000915136 0.000903671 0.000888925 0.00100142 0.00130752 0.00144406 0.00102286 0.0011369 0.000865961 0.00100785 0.000809387 0.000893514 0.00111993 0.000636102 0.000733065 0.000631157 0.000823114 0.000562935 0.000954005 0.000562377 0.000515558 0.000734051 0.000560528 0.000612826 0.000863945
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.099250000000000019 -0.26719999999999994 -0.42985499999999993 1.0000000180025095e-35 -0.089024999999999979 0.10681500000000001 0.11401500000000002 0.10062000000000001 0.10058500000000002 0.092150000000000024 -0.07686999999999998 0.11896500000000002 0.091855000000000006 0.090050000000000005 -1.0000000180025095e-35 -0.08231999999999999 -0.46673499999999996 0.092885000000000009 -0.083529999999999979 -0.0017649999999999999 0.084515000000000021 0.084100000000000022 0.089410000000000017 -1.0000000180025095e-35 -0.54165499999999989 0.080455000000000013 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 20 22 15 16 17 -15 -19 -20 21 -9 23 -8 -23 26 -21 -28 29 -29
right_child=1 -3 3 -5 5 6 13 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 25 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012194609197574359 -0.0012191293061286632 -0.00094603322447238197 -0.00085949445020912999 -0.0011203250260230667 -0.00098022762698230697 -0.0010093612499090575 -0.00025863538841542456 -0.00068227235432374964 -0.0009461102756992397 -0.0012192045776699561 0.00096675533082134192 -0.0012192234552700978 0.00064627428171999918 -0.0011215622799272667 -0.0010908877484875103 -0.00090758247793809555 0.0012192476585153483 -0.0007288864806070498 0.0012191841104108397 0.001219250745075036 -0.0010254535313740354 0.00042666897850612427 0.0011514585268868319 0.0011636805308863497 -0.00048394857089555565 -0.00068309095028884091 0.00083084694409992377 0.00010678959732767921 -0.00049769563073660675 0.00096948034508444832
leaf_weight=0.0011017097776857545 0.00108622815913506 0.0020750853188595811 0.0018689933757698443 0.0011925634422453859 0.0012702990748074674 0.0016223847519916115 0.0017502284409118829 0.002202145097671691 0.0017508809474509049 0.0011728087511781995 0.0024900748964262745 0.0010180043834564509 0.0034425528607151543 0.0010180860334330069 0.0010168569685511377 0.0010593793595035086 0.0011741805210050407 0.0011066205425831468 0.0010372533144735662 0.0010251085226311565 0.0011425669332769672 0.004078397590812079 0.0019920162623918705 0.0011688588501073127 0.0013387043721477809 0.0010020208370065111 0.0017657714324030771 0.020295491780569098 0.0021768241493589349 0.0018854159486228162
leaf_count=15 193 122 220 30 247 264 79 126 290 161 58 44 85 94 14 34 34 75 123 52 26 263 46 30 281 14 49 718 46 77
internal_value=0 -5.30647e-05 -2.46232e-05 -4.37005e-06 1.67975e-05 4.36452e-05 6.54193e-05 -0.000143885 -6.85399e-05 2.24579e-05 0.000115138 -4.52409e-05 5.26847e-05 0.000172836 0.000104775 0.000141018 0.000175212 0.000136062 0.000178326 0.000212722 -0.000180539 -5.38375e-05 0.000651835 0.000310887 0.000201632 0.000175637 0.000207332 0.000167623 0.000119544 0.00018012
internal_weight=0 0.0672258 0.0651507 0.0640645 0.0628719 0.0610029 0.0597326 0.0202585 0.0186361 0.0168853 0.0157124 0.0132224 0.0122044 0.0394741 0.034563 0.0335462 0.0324868 0.0313126 0.0302945 0.0291879 0.00876181 0.00761925 0.0049111 0.00291909 0.0054171 0.0281506 0.0271486 0.0261235 0.0243577 0.0221809
internal_count=3910 3895 3773 3580 3550 3330 3083 1598 1334 1044 883 825 781 1485 1330 1316 1282 1248 1154 1079 696 670 155 109 544 956 942 890 841 795
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=45 14 156 133 30 1373 52 401 453 1348 1456 1 13 52 52 4 2 48 12 13 13 8 4 12 12 49 39 4 123 1
split_gain=0.0013159 0.00144732 0.00110045 0.00114965 0.00100857 0.00093838 0.000956229 0.000909697 0.000830329 0.000999111 0.00100961 0.000932775 0.000887272 0.000844852 0.00109868 0.00109814 0.000914299 0.00142792 0.00120904 0.000999901 0.000852008 0.000844826 0.00109867 0.000862038 0.000797033 0.000739077 0.000886156 0.00173161 0.000673291 0.000605726
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 0.085915000000000019 0.099250000000000019 -0.42985499999999993 0.099830000000000016 0.10097500000000002 0.090050000000000005 -1.0000000180025095e-35 0.11368000000000002 -0.0024749999999999993 0.11401500000000002 0.10701500000000001 -0.49837999999999999 0.091985000000000011 0.10174000000000001 0.10058500000000002 -0.089189999999999978 -1.0000000180025095e-35 1.0000000180025095e-35 -0.026614999999999996 -1.0000000180025095e-35 0.084100000000000022 0.14121000000000003 0.15608500000000003 0.22584000000000001 1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 10 -8 13 -13 14 15 -12 17 21 19 -18 -15 22 24 -24 -17 26 27 -14 -21 -25
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 12 25 20 -16 16 18 -19 -20 28 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0014574267619379656 -0.0014569580270142176 -0.0011340076150916636 -0.0010668796058136022 -0.0012074900496475405 0.0014569805363883331 -0.0013169183357555306 -0.00090565826082157196 -0.0012952499173011194 -0.0011556204604942497 0.0014570877282170675 -0.00095822192978872863 0.0009214125148440176 -0.0012877062248285932 -0.0010480243113516702 0.0012892180370112378 0.00089162198780756577 0.0010700272597478357 -0.0014571540697485225 -0.00074359059962320973 0.00012049681080493882 0.00025060261019255365 0.0012318870419820789 -0.0011778488878795943 -0.00034851005836792124 -0.00023463039808871899 0.0010845675279404171 0.0011342045829561922 0.00040049617945810356 0.0013627222638258954 0.00073296894647843064
leaf_weight=0.0012457728123536063 0.0011015798983069472 0.00253459723745486 0.0020355264288017807 0.0012674319782743906 0.0010563740595159734 0.0010924912395395827 0.0020810304774294677 0.0010172261781722361 0.001107714739276843 0.0011585899720998319 0.0021861179488951018 0.0053807664398419783 0.002220354289761417 0.002894698607636581 0.0015658058198075855 0.0032481216975583796 0.0044349868969106856 0.0015573303334370783 0.0018995175653975229 0.0093489866527294331 0.0017033236172947488 0.0011074042370182715 0.0022448211029306719 0.0057755939941044609 0.0022628444539813941 0.0014710739499150804 0.0010919552197066196 0.0030763856340989548 0.0010279211307491201 0.001357638675472117
leaf_count=15 193 122 220 247 97 30 271 187 27 34 58 243 42 240 30 89 67 49 91 264 72 27 57 363 608 20 26 62 44 15
internal_value=0 -5.31173e-05 -1.26942e-05 1.11684e-05 4.51182e-05 2.16604e-05 4.50632e-05 7.09946e-05 9.40795e-05 0.000117505 9.07162e-05 0.000127838 0.000465601 2.28955e-05 9.42353e-05 4.29035e-05 0.000106775 -0.000125427 0.000350682 0.000491014 -0.000566952 4.22319e-06 -8.70871e-05 -0.000390465 0.000429174 0.000153554 -6.08235e-05 -0.000307186 0.00024355 -0.000142677
internal_weight=0 0.0703082 0.0677736 0.066672 0.0646365 0.0635801 0.0624876 0.0612202 0.060203 0.0590953 0.0579367 0.0558556 0.0132405 0.0426151 0.0380171 0.0364513 0.0342652 0.0175538 0.0167114 0.0148119 0.00459802 0.0159964 0.014889 0.00937805 0.00551097 0.00785977 0.0063887 0.00529674 0.0103769 0.00713323
internal_count=3910 3895 3773 3580 3360 3263 3233 2986 2799 2772 2738 2467 393 2074 1762 1732 1674 1208 466 375 312 1159 1132 435 697 150 130 104 308 378
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=23
num_cat=0
split_feature=52 376 47 1 52 13 3 13 13 50 159 52 151 3 0 4 3 1 13 133 3 4
split_gain=0.000169445 0.000391408 0.000322722 0.000210986 0.000291366 0.000217574 0.000402963 0.000361424 0.000354389 0.00020479 0.000244652 0.00027501 0.000279178 0.000410694 0.000226936 0.00027256 0.000316534 0.000262957 0.00014618 0.000126212 8.62766e-05 1.5245e-06
threshold=-0.27466499999999994 0.088415000000000007 0.10813000000000002 1.0000000180025095e-35 -0.15154999999999999 0.083175000000000013 0.10666500000000002 0.16421000000000002 -0.083514999999999992 0.10424500000000002 -0.026594999999999997 0.096170000000000019 -0.0088999999999999982 -0.0026499999999999996 -0.230625 0.24280000000000004 0.090325000000000003 0.088135000000000005 -0.023539999999999995 0.083815000000000014 0.092005000000000017 0.015635000000000003
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 3 -1 5 -5 6 8 -7 19 10 -6 12 13 -12 -14 16 17 -16 -17 -2 -15 -19
right_child=1 -3 -4 4 9 7 -8 -9 -10 -11 11 -13 14 20 15 18 -18 21 -20 -21 -22 -23
leaf_value=-0.0025361206559128134 -0.0017110532329096271 0.002506495594271285 0.00058050099531026136 0.0022773978330648203 0.0018015217737562964 0.0018073141388530529 0.00073827856410738123 -0.0012435167415618571 -0.0032271826959383832 -0.0013551994461998497 0.00074550967711018953 -0.0017753901356009113 0.0022489166012419678 -0.0026402337689033174 0.0018571000945871411 0.0024820543912965854 -0.0022009679610595352 -0.00064578535881765198 0.00061569187966887 0.00028593132551288982 -0.001018562235167695 -0.00042320842550156183
leaf_weight=0.0011757193606560514 0.0010060189865884169 0.0010402848705037817 0.0010098854331301865 0.0010569890262752671 0.0014591083389370327 0.0013561688343122213 0.0014466100511185687 0.0011938723443420951 0.0015782555832006013 0.0014660501641647885 0.0018752302487126116 0.0012165616335240168 0.0012489902406302997 0.0010935834479584025 0.0012007601846267804 0.0011205649522760819 0.0010465413578302218 0.0010011193971909416 0.0017701324881080893 0.0010656266346371623 0.00105290103136646 0.0010115994107522397
leaf_count=366 303 76 59 98 143 51 25 114 980 217 173 131 33 33 133 130 74 244 72 297 92 66
internal_value=0 7.56923e-05 -0.00109605 -2.43892e-05 0.000219029 -0.000585303 -0.00106778 0.000378983 -0.0017836 8.76724e-05 0.000227787 5.94154e-05 0.000239117 -0.000636982 0.000658587 0.00038081 -0.000269505 0.000359519 0.00133918 -0.000683831 -0.00184477 -0.000533917
internal_weight=0 0.026307 0.0021856 0.0252667 0.0176201 0.00764655 0.00509651 0.00255004 0.0036499 0.0165631 0.0150971 0.013638 0.0124214 0.00402171 0.00839971 0.00715072 0.00426002 0.00321348 0.0028907 0.00207165 0.00214648 0.00201272
internal_count=3910 3485 425 3409 1639 1770 1605 165 1580 1541 1324 1181 1050 298 752 719 517 443 202 600 125 310
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=45 14 156 30 158 453 1348 1455 403 106 123 124 42 123 3 3 43 16 0 42 15 13 0 474 52 2 3 38 9 12
split_gain=0.00129271 0.00145401 0.00119609 0.00109655 0.00101139 0.000997309 0.00101059 0.000905174 0.000927918 0.000921731 0.000933983 0.00106289 0.00115178 0.00124025 0.000915376 0.00117606 0.00125191 0.00150919 0.0012162 0.00091923 0.000986207 0.000846256 0.00107875 0.000979366 0.00101726 0.000908785 0.00121748 0.000873072 0.00082965 0.000742519
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.085915000000000019 0.11015500000000002 0.10963500000000002 0.090050000000000005 0.086535000000000015 0.096520000000000009 0.092305000000000012 0.13456000000000004 0.11158000000000001 -0.10770999999999999 1.0000000180025095e-35 -0.100615 -0.078669999999999976 -0.074254999999999988 0.24895000000000003 -0.10943499999999999 0.094425000000000023 -1.0000000180025095e-35 -0.26418499999999995 -0.072264999999999982 0.085165000000000018 0.0033900000000000002 0.11230000000000001 0.11265500000000002 0.10914000000000001 0.091655000000000014 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 11 12 -4 14 19 18 -17 21 -16 20 28 27 23 24 25 26 -23 -18 -14 -20
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 16 17 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012194334564588224 -0.0012191196199344636 -0.00095215367955462532 -0.00072641779306943026 0.00121913786342254 -0.0010826824220098528 -0.0011121949592668939 0.0011713854245604452 -0.0010194005574320449 -0.00089576963912590816 -0.0010289649809844281 -0.00096089182073211645 0.00088690213682490076 0.0011492593195541446 0.0007228664511370515 0.00060457448381843657 0.00060285504075019306 0.00079039928532535157 -0.0010631654529502101 -0.00024135258960985829 -0.00028299204526404244 0.00016882990171266594 -0.00026182408874603414 -0.0011012839465675682 0.0010651310801461733 0.00048265728186771661 -0.00091823791608165208 0.00098671474938894464 -0.00049559372273648146 -7.9919141847814912e-05 -0.0012186461270476462
leaf_weight=0.0012291742475554193 0.0011936449219702707 0.002514745409734064 0.0026171823687499698 0.0010999286203254846 0.0012766418282978967 0.0011517969659280416 0.0011370006414992409 0.0012402196296568127 0.0015630690070045352 0.0011443448728982722 0.0012664185008617315 0.0024293627092557548 0.0037447219480881708 0.0043908436353241589 0.001090552283205413 0.0048942953091106736 0.0034314641645032387 0.0020894812219078842 0.0019451378293036097 0.0032018061151575248 0.0072677477126745623 0.0084149106093960278 0.0014606856758936663 0.0011731853607273015 0.0035754654586721548 0.0024633409900047818 0.00134638088184147 0.0010171025185172766 0.0010434350988361984 0.0028453890838742169
leaf_count=15 193 122 160 97 151 18 46 147 277 7 22 33 73 184 41 167 95 115 306 42 164 187 140 19 160 43 19 17 18 832
internal_value=0 -4.10723e-05 -9.03537e-06 1.15046e-05 -7.68452e-06 1.25139e-05 3.19085e-05 1.21757e-05 3.20369e-05 5.51101e-05 7.52134e-05 9.69224e-05 6.38411e-05 0.000101177 4.76579e-05 -5.90364e-05 3.90831e-05 -7.14112e-05 -0.000557324 0.000297633 0.000451835 1.91492e-05 -9.6017e-05 -9.50582e-06 -8.92995e-05 -0.000256586 -8.96124e-05 0.000496375 0.000881397 -0.000821827
internal_weight=0 0.0740303 0.0715156 0.0703219 0.069222 0.0679453 0.0667935 0.0656565 0.0644163 0.0628533 0.0617089 0.0604425 0.0580131 0.0553959 0.0510051 0.0357474 0.0298663 0.024972 0.00588108 0.0152577 0.0120559 0.0228825 0.018434 0.0169733 0.0158001 0.0122246 0.00976129 0.00444857 0.00478816 0.00479053
internal_count=3910 3895 3773 3580 3483 3332 3314 3268 3121 2844 2837 2815 2782 2622 2438 2141 962 795 1179 297 255 680 568 428 409 249 206 112 91 1138
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=45 14 30 151 1348 4 11 3 0 40 16 0 156 15 2 13 150 2 1 48 474 4 14 15 15 151 15 43 43 47
split_gain=0.00124151 0.00131706 0.00106328 0.000800085 0.0011244 0.000807829 0.00127776 0.00100724 0.000805523 0.00108889 0.00108062 0.000706617 0.000769342 0.000700369 0.000703497 0.000735428 0.000699768 0.000942194 0.000639114 0.000998083 0.000716275 0.000926505 0.000629107 0.000645295 0.000599981 0.000552458 0.000655599 0.00056806 0.000740563 0.000930314
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.52174999999999983 0.090050000000000005 0.28937500000000005 0.080455000000000013 -0.12008499999999998 -0.10131499999999999 -0.083709999999999993 -0.094359999999999986 -0.089879999999999974 0.090040000000000023 -1.0000000180025095e-35 0.106285 -1.0000000180025095e-35 0.095565000000000011 0.11735000000000002 0.094385000000000011 0.12862000000000004 0.084655000000000022 0.0057500000000000008 -0.46879999999999994 -0.22917999999999997 0.10043500000000001 -0.084639999999999979 0.091435000000000002 -0.089949999999999988 -0.083899999999999988 0.13069500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 10 -10 16 -11 24 -5 15 -15 17 -9 20 -20 21 -12 -7 -24 25 -13 27 -27 -29 -30
right_child=1 -3 -4 4 -6 22 -8 8 9 11 18 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.0012688164838780905 -0.0011077255044869931 -0.0010258733405031657 0.0012683843241354817 0.0011045905584756563 0.0012211288541568654 -0.00029710424731386196 -0.0012683752198846114 9.3013246108933213e-05 0.00078697039730775094 -0.0010468765547730009 -0.001103987900935197 -0.00082596882718969831 -0.0012130559378696138 0.0003709944469227219 0.00075834164274261406 -0.00082439402376543363 -0.0012143879060804467 -0.0010234621559644596 0.0010545196299302742 -0.00031885409608742858 0.00075525419593373106 0.00046220043755634187 0.00099715672839139334 0.0001550913785727472 -0.0010262153064805168 -0.00055469001075123577 0.00090619525233267542 0.0010134350215216987 -0.0003280653631430034 0.00057311606885063931
leaf_weight=0.0011963267252212964 0.0010754482392769651 0.0020882523534448963 0.0010424343122990001 0.0016848824819035713 0.0011812431885900301 0.001821912934019565 0.0014318366225580794 0.0070614537412749812 0.0014435023835090979 0.002116547940016803 0.0013324717144786932 0.0017448953797369873 0.0013193567237519402 0.0017583937379868075 0.0020127366954056924 0.0015644913314431996 0.0010126288556211458 0.0014687965716859708 0.003512082213283918 0.0011235270480938198 0.0013703922536478785 0.0011168721389172021 0.0027946550942949955 0.0030743811090871978 0.0013496899742815307 0.0039370388258825823 0.0010264745386978627 0.0010624713569189438 0.007327339339986005 0.0024618191370961995
leaf_count=15 64 122 97 37 41 47 124 181 44 367 50 116 180 29 15 40 30 20 100 16 21 25 183 92 284 233 219 53 1026 39
internal_value=0 -3.5374e-05 -1.5928e-06 -2.35886e-05 -3.86441e-06 -2.88428e-05 -8.74429e-05 -5.27988e-05 -0.00012748 -0.000280648 7.49699e-05 -0.000349615 -0.000276661 0.000391716 0.000166605 -0.000191822 -0.000217563 -9.92291e-05 0.000405128 0.000721657 2.09911e-05 -0.000389824 0.000353951 0.000556057 -0.000211327 -0.000148694 -7.39698e-05 -0.000142003 7.72304e-06 -0.000101432
internal_weight=0 0.063318 0.0612298 0.0601873 0.0591119 0.0579307 0.0502397 0.0488079 0.0417874 0.0237891 0.0179982 0.0223456 0.0202291 0.0070205 0.00533562 0.00332289 0.00954288 0.00853025 0.00845535 0.00463561 0.00381974 0.00244934 0.00769095 0.00586904 0.0189097 0.01756 0.0158151 0.0147887 0.0108516 0.00978916
internal_count=3910 3895 3773 3676 3612 3571 3249 3125 3004 2561 443 2517 2150 121 84 69 231 201 212 116 96 75 322 275 1970 1686 1570 1351 1118 1065
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=24
num_cat=0
split_feature=51 124 1 12 48 1 47 484 52 2 48 13 49 12 4 1 43 0 13 2 12 3 4
split_gain=0.000168154 0.000259007 0.000249901 0.000461218 0.000228322 0.00037418 0.0002823 0.000230875 0.000304417 0.000263971 0.000297131 0.000310869 0.000294794 0.000330108 0.000267201 0.00050889 0.000262658 0.00021149 0.000188952 0.000142419 0.000125469 0.000332631 0.000223258
threshold=-0.40274499999999996 0.10385500000000002 0.13662500000000002 0.11655500000000001 0.12649500000000002 0.11368000000000002 0.084695000000000006 -0.0043499999999999988 0.11401500000000002 0.091985000000000011 0.099240000000000009 -0.089189999999999978 -0.084934999999999997 0.085325000000000012 -0.00072999999999999985 0.085990000000000011 -0.078844999999999985 -0.079019999999999993 -0.42334499999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.115685 0.15045000000000003
decision_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 7 -7 -2 9 12 11 18 -9 14 15 -14 -10 -15 -11 -16 -13 -22 -23
right_child=1 -3 -4 -5 -6 6 -8 8 16 10 -12 20 13 17 19 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.0017565205928574128 -0.0020407174553401077 0.0022709671093595328 0.0017737295390464129 -0.0026438632848604909 -0.0018390689153637357 0.0030450653219418937 0.00010848167728187175 -0.0025714642588707134 1.1273018194235537e-05 0.00052367846843427441 0.0025317872100728217 0.0010503352785404718 -0.00015899467492883748 -0.0028338767436131224 -0.0016952414364809487 0.0036665686774991534 -0.0031744581009768686 -1.3160240719892969e-05 0.003178418668525028 0.00055857219560692553 0.00085626012232916553 -0.0031721430164126682 -0.00028094474921207594
leaf_weight=0.0010649320183870872 0.0011464964656464618 0.0010096637755299112 0.0014447218387001462 0.001381218978458775 0.0012621756627125827 0.0014205809903198299 0.0012067670139437325 0.001042665481252314 0.0010221693149768396 0.0011112248242284295 0.0015540805173541727 0.0011629972207671813 0.0015950504407201138 0.0011261671035939433 0.0011126652806581205 0.0012256276521531717 0.0010413821194318875 0.0010004837904447131 0.0010294352711142096 0.0011226831176953667 0.001688522622922406 0.0011181891443946546 0.001016096111884579
leaf_count=145 491 42 199 133 83 189 52 81 156 26 67 90 276 749 57 79 238 217 64 55 106 252 63
internal_value=0 5.11421e-05 -3.23898e-05 -0.000135174 9.17061e-06 0.000111742 0.00169626 -9.52131e-05 2.23715e-05 0.000219963 0.000763009 0.000377288 -0.000353135 -3.11136e-05 0.000589615 0.00150327 -0.00159642 -0.00150687 0.00180033 -0.000563284 -0.000233698 -0.000624334 -0.00179569
internal_weight=0 0.0278411 0.0268314 0.0253867 0.0240055 0.0227433 0.00262735 0.0201159 0.0189694 0.0169059 0.00868055 0.00712647 0.00822534 0.00718268 0.00505603 0.00282068 0.00206355 0.00212665 0.00214066 0.00223535 0.00498581 0.00382281 0.00213429
internal_count=3910 3765 3723 3524 3391 3308 241 3067 2576 2182 668 601 1514 1433 467 355 394 966 90 112 511 421 315
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=1429 15 158 1374 49 50 447 11 133 156 1132 159 0 1374 38 1 150 3 0 2 0 3 13 4 3 13 124 10 3 12
split_gain=0.000767572 0.000774808 0.000707048 0.000734207 0.000654362 0.000613887 0.000536689 0.000744707 0.000489114 0.000521223 0.000496449 0.000535844 0.000668322 0.00054963 0.000574417 0.000890075 0.000640375 0.00063807 0.000872155 0.000542956 0.000529028 0.000727914 0.000695586 0.000653752 0.000502125 0.00043244 0.000518227 0.000366042 0.000358309 0.000370634
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.085745000000000002 0.090240000000000015 -1.0000000180025095e-35 0.11384500000000002 0.089095000000000021 0.087830000000000005 0.10681500000000001 0.091280000000000014 -1.0000000180025095e-35 -0.034019999999999988 -0.088084999999999983 -0.094679999999999986 1.0000000180025095e-35 0.10285500000000002 -1.0000000180025095e-35 0.086245000000000016 -0.060094999999999989 0.087005000000000013 -0.11524 -0.084129999999999996 -0.084084999999999979 -0.013199999999999998 -0.115685 -0.094129999999999978 -1.0000000180025095e-35 0.11221000000000002 -0.016619999999999996 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 -4 27 7 8 9 10 -3 12 -12 -13 15 16 -15 18 20 -20 23 -22 -23 -18 -21 -17 -27 -2 29 -24
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 11 13 -14 14 -16 25 17 -19 19 24 21 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00094409789193209304 0.0010024106969420132 -0.00072738203164199539 7.0656837838146093e-05 -0.0010135053942272824 -0.001084298673418355 -0.00035019729142800983 0.00078852577800942304 -0.00086982971332214486 -0.00063443621805489353 -0.0006397403416953314 0.00018116062204990964 -0.00053916681988151608 -0.0011916121305241777 -0.0008463026859898198 -0.00054152457888803824 0.0011350077835912175 -0.00051214043619361542 0.00056375803879607131 0.0011645090432341537 0.00053943516560100134 -0.0011346201432824541 -0.00100410673315031 0.0009636030819431704 0.00074655526513664147 -0.00026512765738299286 0.0012684076556457647 0.0002759188753247479 0.00018163777965866609 -0.00037527890703622455 -9.2940766438072054e-05
leaf_weight=0.001411231189471617 0.0025289242181258933 0.0011525717599738519 0.0013287474780909747 0.0011287846194045761 0.0019430451357567149 0.0011131999354603295 0.0014233961563920863 0.0015369485298002408 0.0017052096177379008 0.0016383429671646957 0.0011934367015733471 0.0017138589333924861 0.001092904286215112 0.0010843394971278278 0.001599692430653831 0.001855545235368794 0.0011038417472946094 0.004698915056742691 0.0011887064351867706 0.0030854891443823362 0.0016846246665327301 0.0011904665721180737 0.0010869513315228006 0.00166500552411718 0.0020950557892902566 0.001010612205700312 0.0052049870955954702 0.0013356958211909742 0.0014329448449857101 0.0010500843080154532
leaf_count=181 222 15 47 63 287 28 102 75 488 136 112 56 215 64 45 81 41 59 23 33 551 289 16 49 68 63 126 46 48 281
internal_value=0 3.91719e-06 -4.65854e-05 -3.93474e-06 -0.000615246 0.000479687 2.28829e-05 -3.65223e-06 3.00222e-05 5.99743e-05 9.16508e-05 0.000118593 -0.000475045 0.000160035 0.000198644 0.000238866 0.000103319 0.000154089 3.05583e-05 0.000391447 -0.000218911 -0.000418106 -0.000164547 0.000244758 0.000214063 0.000597695 0.00043729 0.000718734 0.000115418 0.000444445
internal_weight=0 0.0518723 0.0468945 0.0436227 0.00327179 0.00497782 0.0424939 0.0410705 0.0395336 0.0378284 0.03619 0.0350375 0.00228634 0.0327511 0.0310373 0.0294376 0.0213664 0.0202821 0.0155832 0.00636925 0.00921392 0.00644507 0.00476045 0.00276885 0.00518054 0.00807114 0.0062156 0.00386462 0.00356998 0.00213704
internal_count=3910 3729 3433 3099 334 296 3036 2934 2859 2371 2235 2220 327 1893 1837 1792 1522 1458 1399 124 1275 1185 634 90 101 270 189 268 345 297
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=22
num_cat=0
split_feature=14 3 124 3 42 0 42 49 133 13 3 15 2 1 4 2 0 0 13 1 133
split_gain=0.000165923 0.00017633 0.000207548 0.000276775 0.000345178 0.000339872 0.000350792 0.000363671 0.000276038 0.000242567 0.000240576 0.000417113 0.000261725 0.000217077 0.000210573 0.000193627 0.000203448 0.000188562 0.000159575 0.000112406 5.06671e-05
threshold=0.077685000000000018 0.30601500000000009 -0.061329999999999989 -0.100615 0.094260000000000024 -0.053834999999999994 0.098285000000000011 -0.085974999999999982 -0.0043399999999999992 -0.14819499999999997 0.086245000000000016 -0.017214999999999998 0.11230000000000001 0.095575000000000007 0.0057500000000000008 0.10274500000000002 -0.014809999999999999 -0.067059999999999995 -0.0088749999999999992 0.13562500000000002 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 8 6 7 -5 -4 -7 13 12 14 18 -12 16 -10 -1 20 -11 -9
right_child=-2 -3 3 5 -6 9 -8 10 15 19 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00011449300048453222 -0.0014808144412010531 0.0016763996286965283 0.0028333439881413538 -0.0024869558616558859 -0.0012505810997537285 -9.6741528189437948e-05 0.0020348210613730581 -0.0014008758504711605 0.0009813376193122665 -0.0032851012012510223 -0.00081094904825786205 0.0022541377497199383 -0.0013032276352344424 0.00038437866499699567 0.0015336460189614568 0.0018356952623438281 -0.00097419353918861622 0.0023142115645565279 -0.0027132175221672673 -0.0014234530826576584 -0.00011986782928377482
leaf_weight=0.0014622273728430724 0.0012070262603321993 0.0010496140045663785 0.0010504346211028803 0.0011597025962486471 0.0014457796564339986 0.0011556314925087463 0.0011166373573336394 0.0010186316250123647 0.0018089022026667179 0.001113412567008038 0.0010096545226758735 0.0015277171459313621 0.0019624491649494757 0.0016653454590414007 0.0016497893207230163 0.0013689934378113833 0.0016757742918365138 0.0011292788775181242 0.00104377618218121 0.0010126501640770336 0.0010009450490933991
leaf_count=176 126 162 71 119 60 20 338 764 144 230 31 36 75 190 52 127 59 96 472 48 514
internal_value=0 5.10468e-05 -1.36287e-05 -0.000132022 0.00052026 -0.000423704 -0.000133277 -0.000334389 0.000953898 -0.00158788 -0.00010491 0.000422398 -0.000183064 -0.000790667 0.000643523 0.000547147 4.09264e-05 0.00107305 -0.00142946 -0.00239839 -0.000765981
internal_weight=0 0.0274273 0.0263777 0.0237862 0.00734988 0.0164363 0.0131546 0.012038 0.0059041 0.00328169 0.0108783 0.00614961 0.00462189 0.0047287 0.00265944 0.00485367 0.00348468 0.00259151 0.00306335 0.00212606 0.00201958
internal_count=3910 3784 3622 3350 461 2889 2591 2253 401 298 2134 194 158 1940 83 330 203 272 1750 278 1278
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=156 45 14 124 3 453 4 482 403 480 159 11 403 15 1374 456 1132 43 16 0 48 133 42 151 49 1375 3 2 3 12
split_gain=0.00105306 0.00101604 0.000969032 0.000851469 0.00104451 0.000821593 0.000898786 0.00082875 0.000812161 0.000823644 0.00076988 0.000776088 0.000820539 0.000694739 0.000717416 0.000634383 0.00060691 0.000672481 0.000893218 0.00119448 0.00086963 0.0011262 0.00118537 0.000655399 0.000696198 0.000634283 0.000925415 0.000624687 0.000620214 0.00101238
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 -0.50873999999999986 0.30601500000000009 0.091855000000000006 0.51224500000000017 0.090355000000000005 0.096520000000000009 0.086640000000000009 0.107895 0.088315000000000018 -0.088854999999999976 -0.24219999999999997 0.086000000000000007 0.084065000000000015 -1.0000000180025095e-35 -0.074254999999999988 0.15100500000000003 0.14676000000000003 0.086665000000000006 0.08517000000000001 0.078965000000000021 0.089560000000000015 -0.085974999999999982 -0.43271999999999994 0.086245000000000016 0.084685000000000024 -0.075954999999999981 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 11 12 -5 -14 15 16 -15 20 23 -20 21 28 -23 24 -19 -26 27 -27 29 -18
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0014569555973227497 0.00145735184966688 -0.0013024259288721438 -0.0010899782509142314 -0.00088336823996199693 0.0011788416824939805 -0.0012401641616793164 0.0013923905557757198 -0.001284622571243629 -0.0011154058114740005 -0.0011848479387500503 -0.00075808659280168138 -0.00062427736181093008 0.0013168512325956131 -0.00070821335297988064 -0.00090158410383861206 -0.00083219256368896122 0.00079934056735424166 -0.00076240225980187936 -0.0010771194220598405 0.0005894421132991844 0.0011672257976954009 0.00054238492711015159 -0.0012396146827835493 0.0012740584345482409 -0.00053899755429518185 -0.00046375433957727811 0.0007339359271622566 0.00036190708061269389 0.0010200683507179337 -0.00041391858972625117
leaf_weight=0.0010666388076012714 0.0010031287166611938 0.0010306306017753277 0.0017481548203135402 0.001541272440308771 0.0016424553361247254 0.0011109609616823937 0.001002143381819919 0.0010454060804336853 0.001293898356383937 0.0011171092898099024 0.0022288712680964542 0.0028256130536448145 0.0011472664978899863 0.0014101275623943357 0.0012909333688000393 0.0012258197775727444 0.0033598863105570587 0.0015614242592505425 0.0026948876816978986 0.0013804212762806856 0.0032462849658214657 0.0014562221363334524 0.0017378316875813482 0.0012127593703610265 0.001901531962516855 0.0033744794394976463 0.0071580161327844402 0.0045912758874554482 0.0038979809483521421 0.0025813093420818944
leaf_count=197 15 19 118 454 156 38 114 131 269 166 167 90 59 17 80 157 116 28 136 11 128 81 162 16 15 317 97 432 62 62
internal_value=0 2.86925e-06 -2.0734e-05 1.03848e-05 3.33033e-05 5.21055e-07 2.50108e-05 2.22579e-07 2.49885e-05 5.286e-05 7.95397e-05 0.000117184 0.000161979 0.000197602 0.000168472 0.000200755 0.000231218 0.000264209 0.000108522 -0.000512608 0.000492532 0.000324481 -0.000427171 0.000236369 0.000168661 0.000254051 0.000353762 1.21377e-05 0.000568487 0.000272208
internal_weight=0 0.0628181 0.061815 0.0600668 0.0590362 0.0573937 0.0562828 0.0552806 0.0542352 0.0529413 0.0518242 0.0495953 0.0467697 0.0452285 0.0440812 0.0427903 0.0415644 0.0401543 0.0238748 0.00407531 0.0162795 0.0130332 0.00319405 0.0197995 0.0185867 0.0170253 0.0151238 0.00796576 0.00983918 0.0059412
internal_count=3910 3713 3698 3580 3561 3405 3367 3253 3122 2853 2687 2520 2430 1976 1917 1837 1680 1663 1052 147 611 483 243 905 889 861 846 749 240 178
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=158 52 133 31 1 13 0 47 52 52 4 0 16 0 2 13 3 15 474 4 43 40 16 15 1374 16 1 16 0 3
split_gain=0.000975026 0.000918395 0.00096013 0.000790403 0.000747179 0.00108102 0.000869259 0.000724717 0.000687773 0.00100821 0.00122671 0.000965924 0.00133588 0.000902323 0.000952924 0.00086615 0.000782961 0.000886691 0.000747237 0.000745044 0.000720423 0.000622168 0.000884437 0.000510525 0.000517144 0.000572556 0.000531015 0.000597012 0.000436074 0.000417694
threshold=0.11034000000000001 -0.42985499999999993 -0.26719999999999994 -1.0000000180025095e-35 0.11368000000000002 -0.0024749999999999993 -0.15291499999999997 0.10887000000000001 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -0.076099999999999987 -0.54165499999999989 -0.10575999999999998 0.08400500000000001 -1.0000000180025095e-35 -0.084129999999999996 -1.0000000180025095e-35 0.084835000000000008 0.41315500000000005 0.083940000000000015 0.057150000000000006 0.13514000000000004 0.079360000000000014 -0.095439999999999983 -0.097709999999999977 0.093935000000000018 -0.092014999999999986 -0.11756999999999999 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 8 9 10 -5 12 -12 18 -15 -10 -16 -18 19 23 -13 22 28 24 -14 29 27 -27 -7 -26
right_child=-2 2 3 4 5 21 -8 -9 15 -11 11 20 13 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010047883776838934 -0.0013116262806458336 -0.0013233078049143204 0.00092920372106387687 -0.0010480772517096732 -0.0003047188776803127 -0.00035814566380377029 0.0011816436366196236 -0.0010203677259771479 -0.0010497923370920217 0.0012164163370399143 0.001323179023514813 0.00065611596326537987 -0.0005329121107652716 -0.0013220037256967804 -0.0011637902675542006 0.00013464494596930788 -0.00063244567077443332 0.00098364823126698337 0.00089512707576676071 -0.0012590775800479356 -0.00016147568470333882 0.0010642158115845581 -0.00097230967560031861 -0.00070925813239473942 0.00059796794651237664 0.0010980233787689932 0.0013804866131377092 -0.00027802316940886841 0.00045744627609015808 -0.00051632691626102745
leaf_weight=0.0017819974536728003 0.0011689609585225904 0.0010412455714758897 0.0020608098136527522 0.0021637404202294796 0.0010194669761176564 0.00211604007508015 0.0037751688228677693 0.0015601962684286255 0.0028118716083607165 0.0014311987540089879 0.0012461525797675599 0.0074797901090864066 0.0018916861231446109 0.0025359940288209948 0.0012039921857196403 0.0022816186668141994 0.0013203833847192925 0.0014567842535577833 0.0016981936480249251 0.0010625742085039755 0.0031141244161432269 0.0010262025598422042 0.0018749401162381218 0.0017611353256974391 0.0010188923671989869 0.0010933636003755964 0.0013808034700772964 0.001562432946514025 0.0036347013285649155 0.0021024441844375045
leaf_count=353 167 219 110 73 44 45 221 54 338 42 51 325 19 387 467 123 219 185 29 15 28 8 45 66 37 11 59 37 81 52
internal_value=0 5.38762e-06 3.60407e-05 6.05778e-05 2.83961e-05 0.000321582 0.000865603 -6.50743e-05 -2.83793e-05 4.19997e-05 -7.30214e-06 6.32289e-05 -0.000111833 -0.00020085 -0.000637686 -0.000519226 -0.000201776 0.000215289 8.92141e-06 -0.000117829 0.000415782 2.01007e-05 -0.000120408 -5.6572e-06 0.00013127 0.000306798 0.000662024 0.000288481 0.000157341 -0.00015259
internal_weight=0 0.0605079 0.0587259 0.0576847 0.0556239 0.0134465 0.00479464 0.0421774 0.0406172 0.0355237 0.0340925 0.0319287 0.0213348 0.0200887 0.00651715 0.00509349 0.00398116 0.00277717 0.0135715 0.0118733 0.0105939 0.00865188 0.00762568 0.0108108 0.00904962 0.00715794 0.0040366 0.0026558 0.00575074 0.00312134
internal_count=3910 3743 3390 3171 3061 444 265 2617 2563 2102 2060 1987 1634 1583 1258 461 871 404 325 296 353 179 171 281 215 196 107 48 126 89
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=20
num_cat=0
split_feature=43 40 42 123 133 124 484 3 3 0 457 3 43 52 2 12 3 2 15
split_gain=0.000165815 0.000349713 0.000410632 0.000431737 0.000391296 0.000304102 0.00028397 0.000255862 0.000334054 0.000405631 0.000389074 0.000298202 0.000334007 0.000274598 0.000240871 0.00024593 0.000180162 0.00023637 0.000156261
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.085195000000000007 0.095090000000000022 -0.059944999999999991 -0.0043499999999999988 0.15165000000000003 -0.100615 -0.053834999999999994 -0.0015249999999999997 -0.078669999999999976 -0.074254999999999988 -0.072349999999999984 0.10488500000000002 0.088325000000000015 0.086245000000000016 0.114165 -0.10981499999999998
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 8 14 10 -10 -12 -13 -14 15 -8 -15 -18 -17
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 11 12 13 16 -16 18 17 -19 -20
leaf_value=0.0020554241822913024 -0.0016791755175215434 -0.0023641557968735512 -0.0020522368900400844 0.0025602846607415985 -0.0026894765675273984 -0.0015332259785354545 -0.0008270274872660561 0.0022863386755329037 -0.0022618839255028693 -0.0022860816840010257 -0.0011521464006803157 0.0026236680099739028 -0.0011026129792563908 -0.00036399029854160584 0.0023264073345628019 -1.4306455504344682e-06 0.0027669798987263188 1.7364158041074082e-05 0.00202882069835359
leaf_weight=0.0015738305655528242 0.0011028242095446053 0.0014127477307356575 0.0012458398081620628 0.0012578692772269298 0.0010452550771818938 0.0017193766775460131 0.00178070772657967 0.0011929274027631101 0.0012028842229332435 0.0016143934155090781 0.0018964796204210483 0.0015156354699050745 0.0017955899175099432 0.0012697722297420047 0.0018388711862584728 0.0012050427099126182 0.0014900392863523848 0.0010015490791914772 0.0018279533981906404
leaf_count=164 240 209 82 171 571 460 87 128 142 167 816 107 48 179 141 30 58 39 71
internal_value=0 5.1251e-05 -6.86227e-05 6.16176e-05 -7.13218e-05 4.97842e-05 0.000172437 0.00032182 0.000194724 -0.000247884 7.55993e-05 0.00038909 0.000802365 0.000305613 0.000978889 0.000464127 0.000977868 0.00166171 0.00122218
internal_weight=0 0.0278868 0.0263129 0.0249002 0.0236423 0.0225971 0.0213512 0.0196318 0.0184389 0.0117863 0.0101719 0.00896907 0.00707259 0.00555695 0.00665258 0.0048137 0.00376136 0.00249159 0.003033
internal_count=3910 3670 3506 3297 3126 2555 2473 2013 1885 1556 1389 1247 431 324 329 188 276 97 101
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=46 14 4 49 11 14 3 13 9 15 3 402 124 151 484 160 32 133 4 4 52 42 0 16 15 43 2 13 2 4
split_gain=0.000909336 0.00100341 0.00062673 0.00100583 0.00099162 0.000801389 0.000670264 0.000655767 0.000599777 0.000565411 0.000772509 0.00066085 0.00068448 0.000654274 0.000553235 0.000566784 0.000494341 0.000478801 0.0004811 0.000668133 0.000569193 0.000491745 0.000825156 0.000610759 0.000535619 0.000449925 0.000801534 0.000811383 0.000437376 0.00043177
threshold=-0.046924999999999994 0.077685000000000018 0.28937500000000005 0.24887500000000004 0.080455000000000013 -0.46879999999999994 -0.15464999999999998 0.10741000000000002 -0.016839999999999997 -0.14676499999999995 0.11476000000000001 0.088340000000000016 -0.048219999999999992 -0.016164999999999995 -0.0043499999999999988 -0.217635 0.075380000000000016 0.084630000000000025 -0.34687499999999999 -0.14301 0.0033900000000000002 0.090240000000000015 -0.10575999999999998 -0.094359999999999986 -0.07142999999999998 0.32668500000000006 0.113945 -0.26418499999999995 0.083585000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 7 -2 -8 -10 11 12 13 -11 -14 -16 -7 18 -17 -20 21 22 23 -21 -23 26 -12 -28 -22 -25
right_child=1 -3 3 -5 -6 16 8 -9 9 10 25 -13 14 -15 15 17 -18 -19 19 20 28 24 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00096314582040239499 0.0010104528442352865 -0.0011227948698991038 -0.00046546885567383503 -0.0010420952252751413 -0.0011444625946344482 0.00082940771829686068 0.00053734119596067292 -0.00014691599447588815 -0.00095499736656857168 0.001047259301351137 0.00079189824531045378 -0.0012937449160480943 -0.0011914762774620305 -0.00019210864169681387 -0.0011254673364440653 -0.00085536177875373946 -0.00017638241628379909 -0.00082054503000227117 0.00069868066115720941 -0.0006298895629676378 -0.00043172500482937078 -0.00065201411819645048 -0.00097750120871536398 -0.00018957850281213661 0.00039094547248300722 -0.00063341446287691237 0.00082187872254309996 -0.00055969876517616111 0.00053651604289288522 0.000925678820172155
leaf_weight=0.0010461761979954068 0.0013668945606468688 0.00213995717366977 0.0015815396983889229 0.001043727485580348 0.0020971145852968212 0.0035936636492310816 0.0014453371189730993 0.0020453042573080893 0.0021572069626555326 0.0010997977070914544 0.0025874434792285675 0.0012342557686215718 0.001390102117510005 0.0020262692058174983 0.0014815572504514032 0.0018473926442474807 0.0010587881886578998 0.002589706833195037 0.0013918465801907474 0.0024442597528526733 0.0011592554997292828 0.0012576333850944366 0.003889969137386407 0.0013454619646324642 0.002390520953071019 0.0011565406566660386 0.0010010139948217756 0.0024591335155719207 0.002391704057299493 0.0010224765412090164
leaf_count=31 33 124 55 24 126 306 50 18 155 59 49 328 425 48 292 69 26 586 17 36 63 61 328 43 94 7 57 34 352 14
internal_value=0 -0.000254441 -0.000219084 0.000133289 -0.000275722 0.000330078 -0.000233531 0.000316715 -0.000280743 -0.000311596 -0.000273219 -0.000367517 -0.000326288 0.00024392 -0.000398742 -0.000351266 0.000600514 -0.000298482 -0.000227847 -0.00016081 -0.000236042 -0.000367284 -0.000534424 -0.00017626 3.14045e-05 0.000105878 0.00024726 -0.000160011 0.000220422 0.00029199
internal_weight=0 0.0546959 0.0525559 0.00727772 0.0452782 0.00623399 0.0431811 0.0034122 0.0397689 0.0383235 0.0361663 0.0289622 0.027728 0.00312607 0.0246019 0.0232118 0.00465245 0.0217302 0.0191405 0.0172931 0.0159013 0.0123503 0.00870217 0.0048122 0.00364815 0.00720413 0.00604759 0.00346015 0.00355096 0.00236794
internal_count=3910 3879 3755 411 3344 387 3218 51 3167 3117 2962 2815 2487 107 2380 1955 332 1663 1077 1008 991 576 421 93 155 147 140 91 415 57
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=45 14 30 151 1348 1456 106 31 16 403 403 0 47 0 3 14 0 0 1 4 52 11 15 43 157 0 4 4 16 1374
split_gain=0.00120283 0.0013837 0.00111178 0.000809995 0.00100056 0.00086186 0.000753395 0.00103701 0.000856531 0.000738591 0.00071269 0.00073911 0.0014367 0.00111359 0.000912099 0.00109728 0.000904317 0.00091107 0.000847466 0.000843543 0.000757282 0.000755378 0.000702536 0.000696418 0.00064424 0.000635597 0.000632461 0.000629282 0.000546001 0.000529533
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.092305000000000012 -1.0000000180025095e-35 -0.54165499999999989 -0.088854999999999976 0.096520000000000009 -0.075584999999999986 0.086425000000000016 -0.10462499999999998 -0.115685 -0.071824999999999986 -0.15007499999999999 -0.23029999999999998 0.10786000000000001 0.25367000000000006 0.0033900000000000002 0.079700000000000007 0.099325000000000011 -0.089949999999999988 -1.0000000180025095e-35 0.12500000000000003 -0.077519999999999992 0.24280000000000004 -0.087089999999999987 -0.080239999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 16 21 -16 17 29 -14 -20 -19 25 24 -15 -17 -13 -25 -18 -28 -11
right_child=1 -3 -4 4 -6 6 -8 8 9 10 -12 14 18 23 15 22 27 20 19 -21 -22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0013733063585412192 -0.0012059430089255878 -0.0010568196045943365 0.0013729430163946165 -0.00091674027719530705 0.0013349210426374907 0.0013735019929884849 -0.0011294152574272752 0.00094767365646972407 -0.00097227529775274736 -0.00010040877519209967 -0.00097957584477624711 0.0013261143588506048 -0.0013554718598975171 -0.0011813476727345364 0.001307854626302898 -0.0010266308319643101 0.00095188170738131966 -0.0009507378612258736 -0.0011950065306864655 0.00015653106388261259 0.00026408942369122545 -0.00013116672870726434 -0.0010782073651572173 0.00080571335636970859 0.00010647108978404918 0.00039567272682110072 0.00025556827706723457 -2.2578557351824374e-05 -0.00087469281024559571 0.00082697788349059189
leaf_weight=0.0011541608220113622 0.001075344437055036 0.0024293498518299641 0.001091548387734064 0.0019837129107558296 0.0010340162327544524 0.0010573159435978132 0.0010825738689845812 0.0017389498423128124 0.0015277730112606127 0.0022034199892004835 0.001369334332893323 0.0027740310441473062 0.0023451256355375696 0.0017329798390957043 0.0011136810859646582 0.0010465190674961997 0.0042151630340771977 0.0025923182237157505 0.0013274625061399092 0.002527687337270379 0.0015426428642122403 0.0019525642042665936 0.0012794215351563673 0.0010002804288383625 0.0098188313590235228 0.0027609909765260454 0.0013156664442512843 0.0017749805165045984 0.0020775973946560947 0.0024515926995150039
leaf_count=15 64 122 97 347 41 21 8 60 489 15 283 48 149 162 62 106 152 54 23 39 35 115 113 297 331 27 111 70 419 35
internal_value=0 -4.11369e-05 1.15415e-07 -2.54033e-05 -3.3814e-06 -2.78252e-05 4.45356e-06 2.73776e-05 2.61829e-07 -3.22012e-05 -3.02298e-06 2.49215e-05 -0.000124342 4.77782e-05 0.000219951 3.62668e-06 0.000251771 -2.85609e-05 -0.000704713 -0.00030885 -0.000497518 0.000603001 -0.000115972 -0.000444351 -2.666e-06 0.00086199 -0.000153652 0.000663133 -0.000436458 0.000388005
internal_weight=0 0.0622429 0.0598135 0.058722 0.0576466 0.0566126 0.0546289 0.0535463 0.052489 0.0507501 0.0492223 0.047853 0.0271069 0.0209066 0.020746 0.0132585 0.0147801 0.00878997 0.00620028 0.00385515 0.00413496 0.00748759 0.0121448 0.00612652 0.0108654 0.00553502 0.00439354 0.00599014 0.00339326 0.00465501
internal_count=3910 3895 3773 3676 3612 3571 3224 3216 3195 3135 2646 2363 1561 1350 802 612 361 139 211 62 89 190 550 989 437 75 827 222 530 50
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=45 14 31 156 158 157 156 1213 1 123 124 453 1348 1456 1374 42 133 376 16 51 1 2 12 131 151 52 1374 2 16 14
split_gain=0.00135838 0.00121815 0.00120387 0.00104175 0.000838128 0.000822971 0.00105926 0.00104361 0.00101091 0.000859773 0.00107642 0.000809578 0.0010906 0.00100732 0.000876754 0.000911657 0.000816827 0.000807623 0.000712578 0.000667474 0.000922212 0.00118954 0.000800943 0.000775838 0.000697874 0.000757676 0.000876999 0.000568283 0.000559334 0.000549035
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11015500000000002 -0.077534999999999979 0.11896500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.13456000000000004 0.11158000000000001 1.0000000180025095e-35 0.089175000000000018 -1.0000000180025095e-35 0.090240000000000015 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.25582999999999995 0.14276500000000003 0.122185 0.075670000000000015 0.099370000000000014 0.064640000000000017 -0.090394999999999989 0.11262000000000001 -0.094679999999999986 0.096540000000000015 -0.50763499999999995 -0.10523499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -5 10 11 12 13 -9 15 18 17 19 -15 20 21 23 24 -17 -23 26 -26 -20 -28 -22
right_child=1 -3 3 4 -6 6 -8 9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 27 -21 29 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.001195680059957527 0.00086713453909629233 -0.00095889919276785965 -0.0011952222598595726 -0.00056305841436487712 -0.001068448613304328 -0.00098841621559778506 -0.001126609091690114 -0.0011225257540900273 0.00069736685998680826 -0.00098888716426499563 0.0008487845417689228 -0.00075689194535637325 0.0011906640187604707 0.00030890414928742518 -0.0010306269153673951 -0.00084464073524111703 -0.0006625876461794272 0.0010965422617722018 -0.0010069639226111217 -0.00075236292460765717 -2.8612384414848349e-05 -0.00039288211056882536 -0.000470573396356983 0.00013161049490434146 -0.0003644409028250286 -0.00039238457455916784 0.0011268691145950799 -9.9166219202208216e-05 0.00042898441638891373 0.0009457299787088211
leaf_weight=0.001291616132903072 0.0021447783651247212 0.0020063030507602156 0.0011022469398622716 0.0011472127874019291 0.0010751754811118 0.0015511454959826745 0.001272011849461129 0.0011204670022517673 0.004375891659570641 0.0012092104810292872 0.002197668362793336 0.0019700792901087274 0.0011195782210648977 0.0015084661630311302 0.0010945833472373314 0.0029228046798550613 0.00180001084357606 0.0012754606906177903 0.0025108695290567687 0.0011877328552429836 0.001131573171379685 0.0020467875727785403 0.0023230225929591333 0.0019309928317312597 0.0018104761619497358 0.0018102497437286749 0.0018743822741455829 0.0016208570098914521 0.013142108664180994 0.0030600167372796241
leaf_count=15 111 122 193 202 151 527 91 185 159 21 32 90 39 65 46 99 228 71 430 21 36 80 48 105 18 99 34 143 337 112
internal_value=0 -4.20322e-05 -1.29885e-05 -4.38372e-05 -2.27166e-05 -3.66436e-06 -4.90161e-05 -2.27666e-05 0.000435562 6.79602e-06 3.11396e-05 -6.88181e-06 2.57427e-05 -3.78399e-06 2.53334e-05 5.28823e-05 0.000122312 0.000163245 -0.000394156 0.000127433 0.000160035 8.14024e-05 0.000194833 -0.000456257 0.000269564 0.000342316 0.000421355 -0.000650839 0.000516095 0.000682694
internal_weight=0 0.0653422 0.0633359 0.0611911 0.0600888 0.0590137 0.0534906 0.0522185 0.0055231 0.0506674 0.0494582 0.0472605 0.0452904 0.0441709 0.0430504 0.0419558 0.0363156 0.0345156 0.00564019 0.0332401 0.0320524 0.0278608 0.023007 0.0048538 0.020684 0.0186372 0.016827 0.00413173 0.0150165 0.00419159
internal_count=3910 3895 3773 3662 3469 3318 2957 2866 361 2339 2318 2286 2196 2157 1972 1926 1288 1060 638 989 968 820 616 204 568 488 389 573 371 148
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=146 45 52 133 14 453 1 48 11 133 52 52 15 4 457 4 1 38 49 42 12 2 133 15 3 1375 0 13 42 160
split_gain=0.000926448 0.00121222 0.000849428 0.000899745 0.000867317 0.000702365 0.000812779 0.000878806 0.000829879 0.000722916 0.000881247 0.00111559 0.000893602 0.000809037 0.000694033 0.000664484 0.000648898 0.000601222 0.000564638 0.000742952 0.000933311 0.000662414 0.000490118 0.000591035 0.000461352 0.000458488 0.000763855 0.000561341 0.000595236 0.000621903
threshold=0.10949000000000002 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.064610000000000015 0.10097500000000002 0.11368000000000002 -0.064549999999999982 0.088160000000000002 0.10681500000000001 0.11401500000000002 0.10062000000000001 -0.035939999999999993 -0.49837999999999999 -0.0034949999999999994 0.24280000000000004 0.099370000000000014 1.0000000180025095e-35 0.13906000000000002 0.098285000000000011 1.0000000180025095e-35 0.12330500000000001 0.086115000000000011 0.099325000000000011 -0.12008499999999998 -0.43271999999999994 -0.22384499999999996 -0.090744999999999978 0.089470000000000008 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 24 9 10 11 13 -12 -9 16 18 -15 22 19 20 21 -8 23 25 -5 -16 -27 -28 29 -29
right_child=-2 2 3 4 -6 -7 15 8 -10 -11 12 -13 -14 14 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0014005971439126426 -0.0012726032620299925 -0.00094276987427853237 -0.0012875881031180513 0.001270031827969087 -0.00094273240784709719 -0.0010955669388271365 0.00086673810678256969 -0.0011040224598735391 -0.0010897562377645234 -0.00088465983890632547 -4.567685466652609e-05 0.0010715860798696905 -0.0014004185069661664 -0.0014004133249521091 -0.00054311552732027191 0.00083886762048461299 6.2476738202617418e-05 -0.00083389611631639899 0.00096276495469194156 0.00079942349495355542 -0.0013287499359340227 -0.00046417222872568087 0.00068314932502077156 -0.00094437338252933262 0.00022610702153255785 0.00087054618480493702 0.00057138416923038424 0.00051902913674827455 0.00067050882878814391 -0.00035554789888311806
leaf_weight=0.0011614290273485031 0.0011732008051694711 0.0019925209091158349 0.001065585268718138 0.0014092279203055114 0.0018090791557514576 0.0010426618000565204 0.0012479533036611201 0.0012251411719432668 0.0015459333037597381 0.0018983209410019511 0.0022299557759275501 0.0020780002176796755 0.0016695425180204273 0.0011836727405700733 0.001723462425364807 0.0042078256799449321 0.0011946796097390688 0.0012219597661768935 0.0013260512527040191 0.001502095710463891 0.0013137749427727385 0.001778174749610173 0.0032050547192676851 0.0010197191815572984 0.0020201288288674837 0.0029130386370468204 0.0036532315802064686 0.0019741084447806321 0.0018762318002591991 0.0082876457303555952
leaf_count=28 11 353 227 34 111 27 38 71 28 463 165 60 206 136 18 294 25 36 30 37 47 50 180 51 102 31 190 125 119 617
internal_value=0 -1.62753e-05 -4.38792e-05 -1.27964e-05 1.12219e-05 4.27444e-05 6.48443e-05 -2.44614e-05 -8.43697e-05 -4.27605e-05 2.31565e-06 7.99221e-05 -0.0006257 1.00164e-05 5.8325e-05 0.000397146 -0.000665583 0.000124866 0.000137845 -4.94006e-05 -0.000343189 8.46856e-05 0.000172389 9.60624e-05 0.000655088 0.000147999 0.000211681 9.01383e-05 -5.47047e-05 -0.000187301
internal_weight=0 0.0607762 0.0596148 0.0576223 0.0565567 0.0547476 0.0537049 0.0423291 0.0388997 0.0373538 0.0354554 0.0315559 0.0038995 0.0294779 0.0282528 0.0113759 0.00237835 0.0258745 0.00716805 0.005842 0.0043399 0.00302613 0.0246525 0.0214474 0.00342936 0.0204277 0.0187043 0.0157912 0.012138 0.0102618
internal_count=3910 3899 3871 3518 3291 3180 3153 2657 2521 2493 2030 1659 371 1599 1528 496 161 1367 202 172 135 88 1331 1151 136 1100 1082 1051 861 742
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=23
num_cat=0
split_feature=31 0 0 14 48 1 2 16 2 15 15 16 52 52 0 4 13 2 48 0 16 4
split_gain=0.000274585 0.000205624 0.000612858 0.000387426 0.000370709 0.00033692 0.000317903 0.000371688 0.00031711 0.000319269 0.00030957 0.00035973 0.000352404 0.000384538 0.00035753 0.000464527 0.000330965 0.000232958 0.000213997 0.000200981 0.000161066 0.000136011
threshold=-1.0000000180025095e-35 -0.074249999999999997 -0.10575999999999998 -0.13131999999999996 0.12862000000000004 0.11477000000000001 0.097940000000000013 -0.19424999999999998 0.08400500000000001 -1.0000000180025095e-35 -0.03231499999999999 -0.066724999999999993 0.11401500000000002 0.10062000000000001 0.15480500000000005 -0.37626499999999991 -0.032264999999999995 0.084515000000000021 0.016865000000000002 -0.035699999999999989 0.05259500000000001 0.004850000000000001
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 -2 5 6 7 -5 -4 -10 11 -3 13 14 15 -12 -17 -9 -8 -13 -18 -19
right_child=1 10 8 4 -6 -7 18 17 9 -11 12 19 -14 -15 -16 16 20 21 -20 -21 -22 -23
leaf_value=0.0019055390613783004 -0.0018078243646103141 0.0023916149993585645 -0.0028407724134963779 -0.0022549331680117341 -0.0018042641516320939 0.0021567697247752652 0.00026915546979508248 0.001772349917473337 -0.0019635331181918352 0.00073574370744982341 -0.0018519385241639408 -0.00051213258310072623 -0.0022567968037155556 0.00202546480788004 -0.0020316128245464827 -0.00075327228237501468 0.002956336807213356 -0.0010965071679355793 0.0022290768255163172 0.0015828297370720991 0.00081296438827256048 0.00067441101974452999
leaf_weight=0.0010329825619739266 0.0014152946165495442 0.0017889544661384704 0.0017740099853937328 0.0011722186214586676 0.0010796435206525965 0.0015840047613489014 0.0017973677027964818 0.0010056080343510106 0.0014107436624582175 0.0011588223105039614 0.0011287607398031705 0.0018975792074591435 0.001039181734363015 0.001260067094102979 0.0013265418315917543 0.0010297341454670325 0.0010303730656016068 0.0015674437941233244 0.0014707237918845095 0.0010235019553248579 0.0010060737593551305 0.0010524968132035184
leaf_count=113 63 145 627 96 48 100 137 57 707 659 173 289 115 47 36 144 55 108 84 51 36 20
internal_value=0 -9.3674e-05 -0.000373293 6.60375e-05 0.000313213 0.000550119 0.000234599 -0.00038974 -0.00160168 -0.000746214 0.000274257 0.001046 -0.000190526 0.000126102 -0.000307355 0.000237898 0.00100723 0.000213317 0.00115117 0.00022191 0.00189744 -0.000385084
internal_weight=0 0.0290191 0.0164884 0.0121448 0.0107295 0.00964986 0.00806586 0.00479777 0.00434358 0.00256957 0.0125308 0.00471004 0.00782073 0.00678155 0.00552148 0.00419494 0.00306618 0.00362555 0.00326809 0.00292108 0.00203645 0.00261994
internal_count=3910 3797 2706 713 650 602 502 281 1993 1366 1091 485 606 491 444 408 235 185 221 340 91 128
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=158 1429 146 147 9 0 44 0 48 14 1213 15 52 52 4 43 1 132 133 2 43 42 12 457 457 52 52 15 159 2
split_gain=0.00091698 0.000811968 0.000829052 0.00116339 0.00081717 0.000926503 0.00116177 0.0013617 0.000905129 0.000983003 0.000797812 0.000895433 0.00110906 0.000955945 0.00187673 0.000920343 0.00069939 0.000690839 0.00065531 0.000631571 0.000809722 0.000746214 0.000583702 0.00058546 0.000528072 0.000526461 0.000501491 0.000659143 0.000449214 0.00044015
threshold=0.11034000000000001 -1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 -0.016839999999999997 -0.074249999999999997 0.081710000000000019 -0.10575999999999998 0.12862000000000004 0.064610000000000015 -1.0000000180025095e-35 -0.03231499999999999 0.11401500000000002 0.10701500000000001 -0.49837999999999999 -0.13719999999999996 1.0000000180025095e-35 0.080815000000000012 0.084285000000000013 0.08400500000000001 -0.089949999999999988 0.084100000000000022 -0.062539999999999984 -0.0034949999999999994 -0.097544999999999979 -0.42035499999999998 -0.077699999999999977 -0.015439999999999997 -1.0000000180025095e-35 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 16 -7 15 13 14 -13 -12 18 -16 -6 -9 -21 -22 -18 24 -24 -17 -25 29 -27 -28
right_child=-2 2 -4 -5 5 10 -8 19 -10 -11 11 12 -14 -15 17 25 22 -19 -20 20 21 -23 23 26 -26 28 27 -29 -30 -31
leaf_value=-0.0010069653365914941 -0.0011820509806754849 0.00079165480171377776 -0.0011432667840088418 0.00078420916597520039 -0.00087892579247883453 -0.00084507741867499795 -0.001283324215290876 -0.0010271543964170862 -0.00081501760461022714 -0.0010379576703084077 -0.00025156546625807277 -0.0010408328758467586 -0.00092881783220886917 0.0012647686987881598 0.00019141505212064781 3.7136093209803209e-05 0.0011027932841099265 0.0013156418379567283 0.00035042051842355381 -0.0011814104840012496 0.00062369762448826328 -0.00060291635357563698 0.00033225042630335576 0.0010944186804213018 -0.00098278086489162028 0.00031420016013146223 -0.00015367978312891807 0.00098359626714265521 0.0012804689969367368 0.00054247592717477624
leaf_weight=0.0013290123274796164 0.0011394907839232795 0.0022241738954900106 0.001019721858938282 0.0035914777168706271 0.001711461526322281 0.0012470605012913074 0.0015670380412586829 0.0032331237391365376 0.001839269337057913 0.0011261591658717754 0.0016771510083515295 0.0021563877695456321 0.001792406571913042 0.0012744208745516525 0.0069789892204639194 0.0010974271090047338 0.0016259731780969853 0.0011020354379525088 0.0013509961454687414 0.0012491122216458095 0.0018703104585837682 0.0016043507887772979 0.0010003219611007808 0.0015119820573090683 0.0011350088438462089 0.0010955200067845894 0.0045557230045005781 0.0017998622509409774 0.0035602882432783636 0.0024221995306561439
leaf_count=181 167 111 9 141 83 106 34 572 43 95 56 86 88 16 197 76 93 20 47 271 440 532 19 27 25 51 49 27 189 59
internal_value=0 1.29089e-05 3.61103e-05 5.70621e-05 8.52847e-06 -2.52376e-05 -0.000177626 -0.000115825 6.72432e-05 0.000156209 0.000179986 0.000241637 3.67068e-05 0.00018704 5.28774e-05 0.000608568 0.000234792 0.000344729 -0.000336603 -0.00057779 -0.000270228 5.73348e-05 0.000359328 0.000262037 -0.000366738 0.000859309 0.00039252 0.000271618 0.0010531 8.79721e-05
internal_weight=0 0.059749 0.05842 0.0574002 0.0538088 0.0515846 0.0296029 0.0280359 0.020079 0.0182397 0.0219817 0.0207346 0.0133042 0.0115118 0.0102374 0.00743039 0.0171135 0.00808102 0.00306246 0.0079569 0.00472377 0.00347466 0.0140511 0.0124251 0.00213533 0.00575324 0.0102898 0.00877778 0.00465581 0.00697792
internal_count=3910 3743 3562 3553 3412 3301 2416 2382 567 524 885 779 407 319 303 372 429 217 130 1815 1243 972 299 206 44 316 162 135 240 108
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=22
num_cat=0
split_feature=31 150 0 0 15 3 15 4 1374 160 4 4 49 52 13 15 15 12 0 2 4
split_gain=0.000232563 0.000192422 0.0003265 0.000356681 0.000389279 0.000333224 0.000316691 0.000309716 0.000308929 0.000361668 0.000285941 0.000270467 0.000242629 0.000209507 0.00032959 0.000206852 0.000206787 0.000180026 0.000326585 0.000698426 0.000104038
threshold=-1.0000000180025095e-35 0.082085000000000019 -0.075584999999999986 -0.10303999999999998 -0.015439999999999997 -0.084129999999999996 1.0000000180025095e-35 0.15045000000000003 -0.094679999999999986 0.069910000000000014 0.25367000000000006 0.26450500000000005 0.082865000000000008 0.11401500000000002 -0.074599999999999986 -0.14487999999999998 -0.091024999999999981 -1.0000000180025095e-35 -0.053834999999999994 0.10488500000000002 0.42353500000000005
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 10 -5 -6 12 -3 11 -2 -10 13 14 -4 20 -11 -16 -19 -20 -12
right_child=1 8 7 5 6 -7 -8 -9 9 16 15 -13 -14 -15 17 -17 -18 18 19 -21 -22
leaf_value=0.0017965526757110131 -0.0021308313693339576 -0.0014551948542910352 0.0014334272636973605 -0.00370141775563283 0.0025492731048464743 -0.00093198174460474735 -0.00011159889702405506 0.0020633383520933749 -0.00115904544341759 0.0032052061420675864 0.0014146109565266205 0.0011372669201041596 0.0014326343446057256 -0.0018853665738333154 0.00085913365313544817 -0.0013563201396001429 0.00099061751524183819 0.00074913202154951782 -0.0032649299684510227 0.00072678722998102533 -0.00034342349322254097
leaf_weight=0.0010242738745604987 0.0019475251799865312 0.0010493221431957522 0.0017261912270232233 0.0010108183789651328 0.0010332885744865905 0.0018712079107302531 0.0019522192652887682 0.0012261745320691917 0.0016192190237187534 0.0010788575665205968 0.0010146261830428216 0.0014857618216241875 0.0014749786008224639 0.0010680753365461815 0.001100758398749237 0.0015351711378031041 0.0015548195487653516 0.0012293227634392351 0.0016468925739800949 0.0011073352737529518 0.0010193434279246461
leaf_count=113 172 61 72 757 37 969 143 150 212 46 46 91 199 137 29 84 67 221 131 110 63
internal_value=0 -8.8117e-05 -0.000264876 -0.000721695 -0.000321156 -0.00190331 0.000809333 0.000226679 0.000483823 0.000838376 -0.000932954 -6.02389e-05 -1.40917e-05 -0.000284939 -3.39474e-05 -0.000279325 0.0018978 -0.000532141 -0.000916586 -0.00166006 0.000533555
internal_weight=0 0.0287519 0.0219639 0.0113842 0.00850217 0.00288203 0.00298551 0.0105797 0.00678798 0.00573866 0.00551667 0.00310498 0.00935355 0.00787858 0.0068105 0.00356914 0.00263368 0.00508431 0.00398355 0.00275423 0.00203397
internal_count=3910 3797 3320 2271 545 1726 180 1049 477 416 365 303 899 700 563 193 113 491 462 241 109
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=46 14 156 157 4 1213 156 453 1373 447 1456 123 124 42 1 12 106 376 160 160 47 12 9 160 0 52 42 1375 52 16
split_gain=0.000816479 0.0011645 0.00076866 0.000771521 0.000865137 0.000853954 0.000888189 0.000744126 0.000788263 0.000899784 0.00108457 0.000725308 0.000887116 0.000879408 0.00064604 0.00172241 0.00076554 0.000938289 0.000753261 0.000687541 0.000633635 0.000625125 0.000623507 0.000674214 0.000749006 0.000580221 0.000610238 0.000718632 0.000625021 0.000509518
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.073574999999999988 0.00096500000000000015 -1.0000000180025095e-35 0.11223000000000001 1.0000000180025095e-35 0.10355500000000002 0.089095000000000021 -1.0000000180025095e-35 0.13456000000000004 0.10385500000000002 -1.0000000180025095e-35 0.122185 0.10058500000000002 0.092305000000000012 0.048375000000000008 -0.096329999999999985 -0.061284999999999992 0.11069000000000002 0.083175000000000013 0.081505000000000008 0.090735000000000024 -0.230625 0.085110000000000019 0.092395000000000019 -0.044039999999999989 -0.090304999999999983 -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 21 -5 7 8 9 10 -7 12 13 29 15 16 17 18 -15 -16 -21 -4 23 25 -25 26 27 -20 -29 -12
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 11 -13 -14 14 19 -17 -18 -19 22 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00082996345712105343 -0.0012191199472483115 -0.0010591243795630462 0.00032125048103970891 -0.0010871143965792318 0.0010850925401521044 -0.0011836762362478783 -0.0012126531116457844 -0.00088022598234770199 -0.0011319666406458932 0.0009580031976194988 8.7575716768464231e-05 -0.0011172424050786146 0.00073855132970458714 -0.00076761382332346366 -0.00037238571844488256 -0.00096745152982473273 -0.0010565031342656341 0.0011123842810526602 -0.00033640134878808588 0.00014826450285244241 0.0011752015431785951 -0.0006561738625340209 -0.00084448536322333299 0.00046360507693918562 -0.00072461796161037238 -0.00015763963253193135 -0.00026801613260633644 -0.00010191270722537305 0.0007340203239476049 -0.00078463336879023942
leaf_weight=0.0010553163969220227 0.0011158375530477818 0.0025437629686591015 0.0026447279652757052 0.0017231483815176576 0.0013473492959121813 0.0014815795200093787 0.0012915873187222529 0.0022100462106973131 0.0012003895011076784 0.0011000023804577088 0.0012934835717413051 0.0010643184660956697 0.0018025490014821335 0.0019390615299030847 0.0014351129788892081 0.0032660381523874618 0.0010388338159827972 0.0011002530079906583 0.0015029148322884831 0.0019195927560575745 0.0016694424101171279 0.0015378542996344891 0.0011672442841756938 0.0010978129212162457 0.0027971537180158093 0.0055507688883884567 0.0021845672214491083 0.0016377966844984783 0.0070554749851736752 0.0043181817615269838
leaf_count=31 192 124 78 563 66 212 103 91 22 86 69 17 38 180 55 99 6 83 31 135 31 278 50 9 106 145 157 77 200 576
internal_value=0 -0.000251395 -0.000216859 -0.000197701 0.00023554 -0.000243035 -0.000214585 -0.000188717 -0.000156626 -0.000131405 -0.000157846 -0.000123178 -9.84451e-05 -0.000135267 -6.41218e-05 -0.000131176 -3.02848e-05 1.06658e-05 -3.79516e-05 0.000340779 0.000625945 -3.81295e-05 2.35808e-05 7.00035e-05 -0.000389712 0.00016986 0.000316691 0.000441966 0.000576532 -0.00058359
internal_weight=0 0.0620369 0.0594931 0.0583773 0.00552993 0.0528474 0.0511242 0.0498326 0.0476226 0.0464222 0.0453222 0.0438406 0.0427763 0.0409737 0.0353621 0.0303379 0.0270719 0.026033 0.0249328 0.00502415 0.00358904 0.00418258 0.0229937 0.0218265 0.00389497 0.0179315 0.0123808 0.0101962 0.00869327 0.00561167
internal_count=3910 3879 3755 3563 422 3141 2578 2475 2384 2362 2276 2064 2047 2009 1364 1143 1044 1038 955 221 166 356 775 725 115 610 465 308 277 645
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=1373 156 146 147 1455 133 375 158 1 52 133 0 0 2 2 42 43 15 0 16 12 13 3 1 2 52 4 3 132 52
split_gain=0.0013761 0.00125176 0.00128985 0.00140565 0.00128551 0.0010713 0.000971809 0.000997093 0.00104737 0.00112269 0.00131216 0.00105415 0.00139604 0.00111553 0.00142703 0.00107174 0.00129946 0.00104897 0.00101834 0.00101426 0.00108138 0.000901804 0.000884326 0.000843426 0.00145811 0.000834146 0.00147089 0.000754345 0.000746441 0.000961892
threshold=0.099250000000000019 -1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 0.086535000000000015 -0.26719999999999994 0.088065000000000018 0.11034000000000001 0.11368000000000002 0.11401500000000002 0.11253500000000001 -0.074249999999999997 -0.10783 0.11230000000000001 0.099675000000000014 0.085775000000000004 -0.089949999999999988 -0.11739999999999999 -0.14867499999999997 -0.066724999999999993 0.11999500000000002 -0.084184999999999996 0.11265500000000002 0.095575000000000007 0.08400500000000001 0.10701500000000001 -0.49837999999999999 0.090325000000000003 0.080815000000000012 -0.088354999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 12 13 14 17 16 -14 -7 -10 20 -20 -11 -21 24 -18 26 -13 -19 29 -28
right_child=-2 2 -4 -5 -6 6 -8 -9 18 21 -12 25 15 -15 -16 -17 23 27 19 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0013460115329267022 -0.001257725536052924 -0.0009736730056576873 -0.0012146562718352949 0.00075994317667484621 -0.0011853983088664867 -0.0012148772781798377 -0.0011555509877790755 -0.0011655023744407936 -0.00032329508337981626 -0.0012379282550913917 -0.0013462611399795287 -0.00078069746878210787 -0.0013460312966474836 -0.00049253288305812582 0.001016415369395776 -0.001312317549941325 -0.0013460259936582462 -0.00010566241648775873 0.0013002706249590195 0.00053373893963187206 -0.00012152991488645027 -0.00014331504312715604 -0.00067144536339216272 0.0010275573444288992 0.00034035172927454399 0.0013309078783943764 -0.00030474397332239361 0.00073384128102218875 0.0012147755820718783 0.00058188585521297301
leaf_weight=0.0012798362360955098 0.0016801708832900877 0.0019691979811813356 0.0015595851500620475 0.0043986524790113881 0.0016868012671160662 0.0010452406453964622 0.0012206320192547073 0.001186335603780452 0.0027380301474906341 0.0022414936644312711 0.0011654690817564086 0.0020482535481036726 0.0014879972855146306 0.0036714639867909673 0.0040097365809579353 0.0021802190863335902 0.0013910026154473377 0.0050469863296029767 0.004426719176420236 0.0036142491717541239 0.0012406614563573726 0.0034807445362097225 0.0015873752967650034 0.0012825000257521424 0.0027954319274505757 0.0014979201076812379 0.0032109137261180374 0.0031487010642194946 0.0019511481583833748 0.0071584099052799484
leaf_count=197 31 222 10 148 186 34 28 123 62 95 342 101 151 47 83 362 179 95 202 113 26 279 44 22 404 8 115 31 35 135
internal_value=0 -2.62087e-05 -3.51805e-06 2.23987e-05 -2.49732e-05 4.33068e-06 3.40384e-05 5.68669e-05 8.00986e-05 -1.19512e-05 6.24317e-05 0.000101591 -6.49409e-05 0.000163973 0.000345876 -0.000488892 -0.000230841 5.49221e-05 0.000410317 0.000595122 0.00098902 -0.000572093 0.000165954 7.25821e-05 -0.000219971 0.000375102 0.00027546 0.000216867 0.000451044 0.000307336
internal_weight=0 0.0757217 0.0744419 0.0728823 0.0684836 0.0667968 0.0648276 0.063607 0.0624207 0.0488136 0.0430914 0.0419259 0.0260593 0.0169221 0.0132507 0.00913715 0.00695693 0.00924093 0.013607 0.010869 0.00566738 0.00572224 0.00520162 0.00546893 0.00418643 0.0158666 0.0143687 0.00819569 0.0123205 0.0103693
internal_count=3910 3879 3682 3672 3524 3338 3116 3088 2965 2518 2144 1802 1408 290 243 1118 756 160 447 385 228 374 157 605 583 394 386 126 285 250
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=156 146 10 106 9 1213 1429 15 11 3 15 2 43 457 457 38 124 483 0 151 0 13 13 40 1375 52 47 51 0 0
split_gain=0.000989366 0.000908349 0.00122363 0.000932088 0.00134016 0.000835235 0.000854633 0.00104865 0.00118122 0.000914693 0.000874909 0.00120815 0.00074498 0.000670487 0.000785815 0.000641821 0.000708466 0.000870345 0.000787456 0.000827189 0.000738269 0.000711367 0.000733408 0.000684335 0.000769236 0.000738439 0.000592446 0.000572125 0.000518254 0.0010394
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 0.091500000000000012 -0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26361999999999991 0.08776500000000001 -0.12008499999999998 -0.016339999999999997 0.11542500000000001 0.088185000000000013 -0.0034949999999999994 -0.14941999999999997 0.10386000000000002 -0.082254999999999981 0.0015150000000000003 -0.10575999999999998 -0.083559999999999982 -0.089879999999999974 -0.083354999999999985 -0.48634999999999995 -0.067204999999999987 -0.43271999999999994 0.086040000000000019 0.11566000000000001 0.11387500000000002 -0.074249999999999997 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 27 9 10 -9 12 -12 14 -11 16 -15 18 23 -20 -21 22 -22 -18 -25 26 -26 -8 -23 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 13 11 -13 -14 15 -16 -17 17 -19 19 20 21 28 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0015461329090714982 0.0015463567701173597 -0.0013761441746467852 0.0011858081965572058 -0.0013897107214757159 -0.00092737637310529269 -0.0010842634086126648 0.0012331868013499567 0.0013341145825149765 -0.0011079281471516197 0.00039252603441005161 0.00024423759224523404 0.0015464777769605776 -0.0011385183662625642 0.0008579966788161323 -0.0011657150292744833 -0.0010789759526670653 -0.00078430905207568357 -0.0013682490326786419 -0.0015444996765504536 -0.00096624695289132805 -0.00049103548131090966 -0.001059600840450341 0.00079519698386048892 -0.0005891663158281629 0.00091994748217185285 -0.0002910636301709639 -0.00033939926594795392 -0.00012898578910013305 0.00058135238799608138 -0.00057862121874074262
leaf_weight=0.0010327804566725432 0.0012971369281338232 0.0011595762298384207 0.0020287592330667783 0.0011900783786273897 0.0024427971762024372 0.0016940193374654902 0.0025459984858979814 0.0022135970568619712 0.0023051586811462235 0.001105652684785241 0.0028492018072938585 0.001205754853003782 0.0013836143700416415 0.0023328517944278806 0.0025757049063654938 0.0012814084610557322 0.001239832450750101 0.001112144233070377 0.0010153063225537542 0.0020906145525585304 0.0014376987429614019 0.0015605644660963017 0.0040297830744369075 0.001562993392667523 0.0074853276110022765 0.0019236424519899495 0.0010138656035394433 0.001037308462485953 0.0032350034734891508 0.0043019436251583954
leaf_count=197 77 11 91 18 591 145 176 63 86 44 91 10 17 86 236 37 36 201 110 215 11 559 167 16 172 40 17 17 233 140
internal_value=0 -2.04924e-05 5.06924e-06 -3.52112e-05 -7.55175e-06 -4.2925e-05 -3.31051e-06 3.13409e-05 -2.73982e-05 2.56465e-05 0.000514688 0.000181166 -0.000207755 -6.95651e-05 -0.000697716 -4.65061e-06 3.54364e-05 -2.45133e-05 2.38554e-05 -0.000189677 -0.000107089 1.62318e-05 0.000456976 0.000309159 0.000422268 0.000573942 0.00076972 0.00083886 -0.00024865 -8.07381e-05
internal_weight=0 0.0626573 0.0614978 0.059469 0.0582789 0.0569818 0.054539 0.052845 0.0492617 0.0469565 0.00765217 0.00543857 0.00423282 0.0393043 0.00368136 0.035623 0.0343416 0.0320087 0.0308966 0.0176709 0.0166556 0.014565 0.00546748 0.0132257 0.0119858 0.0104228 0.00849919 0.00358331 0.00909751 0.00753695
internal_count=3910 3713 3702 3611 3593 3516 2925 2780 2587 2501 181 118 108 2320 280 2040 2003 1917 1716 1435 1325 1110 178 281 245 229 189 193 932 373
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=23
num_cat=0
split_feature=1213 484 0 132 11 0 15 43 1 0 52 14 52 16 0 16 12 12 0 0 160 13
split_gain=0.000281337 0.000207832 0.000216043 0.000441124 0.000351791 0.000384747 0.000330009 0.000455327 0.000285864 0.00023639 0.000419182 0.000352116 0.000334354 0.000419641 0.000256575 0.000209724 0.000171029 0.000372554 0.00031541 0.000250752 0.0001401 8.07573e-05
threshold=-1.0000000180025095e-35 -0.083374999999999991 -0.075584999999999986 0.080815000000000012 0.08776500000000001 -0.099864999999999995 -0.03231499999999999 -0.075819999999999985 0.13148500000000005 -0.15007499999999999 -0.048794999999999991 -1.0000000180025095e-35 -0.066329999999999986 -0.19424999999999998 -0.11756999999999999 -0.083564999999999987 0.088325000000000015 0.098845000000000016 -0.017269999999999997 0.15480500000000005 0.088785000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 9 7 -4 -9 11 -11 -3 20 -14 -12 -7 18 -18 -8 -20 -13 -16
right_child=1 2 3 -5 -6 15 16 8 -10 10 14 12 13 -15 21 -17 17 -19 19 -21 -22 -23
leaf_value=-0.001975291656536184 -0.0016439322135574359 -0.0021680853238412253 -0.00063590570893763741 0.0024129389359619021 -0.0022973566730963837 -7.0878902582112628e-05 -0.0024617287149549462 0.0032413311316945824 0.00083159909766838958 0.0026155582385766945 -0.00085604892683756046 -0.0019643262451107448 -0.00012133905832674292 0.0026685568829941746 0.00039144909327015238 -0.0019903902941646292 0.0016758569938575031 -0.0011116672824090647 0.0010146444607343785 -0.0012029466450132432 -1.6883430685935301e-05 0.0017839923480436175
leaf_weight=0.0010098638772534909 0.0010001350853550131 0.0010824510409435106 0.0015114119749055632 0.0014270775727931459 0.0010407437206367822 0.0013662221541524949 0.0011433380669689797 0.0012453735578730205 0.0015323157276023736 0.0013761758800217017 0.0017379014557556971 0.0010438668737968726 0.0020058348095579603 0.0012040274439844012 0.001248808234193044 0.0018976974435278024 0.0014770316585057675 0.0012232431489135331 0.0013674949028752463 0.0014835574689868736 0.0010185573422631933 0.0010870900798494159
leaf_count=592 330 39 196 119 63 436 60 134 78 133 112 33 146 54 105 810 180 116 109 18 23 24
internal_value=0 2.99099e-05 8.86075e-05 0.000459036 -0.000196775 -5.1694e-05 0.000205173 0.00101416 0.001912 0.000262186 0.000833021 -0.000227375 0.000171071 0.000925158 0.00023086 -0.00118691 -0.000313123 0.000413089 -0.000804054 -0.000139289 -0.00100255 0.00103952
internal_weight=0 0.0295204 0.0285202 0.0124108 0.0161094 0.0150686 0.0109838 0.0042891 0.00277769 0.0118047 0.00544998 0.00635474 0.00527229 0.00320986 0.0040738 0.00326392 0.00669467 0.00270027 0.00399439 0.00285105 0.00206242 0.0023359
internal_count=3910 3318 2988 1010 1978 1915 891 408 212 669 374 295 256 200 241 1246 483 296 187 127 56 129
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=45 14 158 1429 4 480 1348 11 401 106 31 3 15 403 457 2 43 133 52 151 1375 133 0 3 42 39 14 1 376 16
split_gain=0.00109428 0.00163527 0.000895299 0.000908536 0.000868465 0.00101065 0.000924326 0.00127675 0.000948972 0.000787963 0.00118774 0.000852186 0.00110367 0.000882554 0.000885759 0.000820424 0.00091781 0.000675209 0.00066225 0.000732973 0.000712937 0.000792361 0.00080035 0.00145777 0.000975177 0.00129714 0.000830047 0.00083922 0.000666982 0.000534217
threshold=-0.080134999999999984 0.077685000000000018 0.11034000000000001 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.090050000000000005 0.088315000000000018 0.087020000000000014 0.092305000000000012 -1.0000000180025095e-35 -0.12008499999999998 -1.0000000180025095e-35 -0.082404999999999992 -0.0034949999999999994 0.11542500000000001 0.088185000000000013 0.10681500000000001 0.17829500000000004 0.092070000000000013 -0.43271999999999994 -0.097724999999999992 -0.10575999999999998 0.13772500000000001 0.08401500000000002 0.005105000000000001 -1.0000000180025095e-35 0.077800000000000022 0.088135000000000005 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -5 12 -12 -13 29 16 -14 18 19 20 -16 -22 26 24 25 -24 -23 -28 -27 -15
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 13 15 14 17 -17 -18 -19 -20 -21 21 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.001457343543081629 -0.00099818549302763647 -0.0012170407388518158 -0.0013072807818509332 0.0014572113799305164 0.0010179260573887801 -0.0012504696366774431 0.0012599726917081788 -0.0009159873667785569 -0.0011609149124770064 -0.0011527176364878793 0.0012711733616515601 -0.0013408878275025348 0.00024841442858666298 -0.001179808036874466 -0.00059014783990534044 0.0011343252235486753 -0.0012420843738371211 -0.0010064780050013417 -0.0004563570222854201 -0.00099739440991863243 -0.0008750015686510011 -0.0005920906173796257 -0.00097608242128676792 0.0011200449147567354 0.00038634471055194541 0.0010771922611620905 2.8692981421222454e-05 0.0010196071585724827 -0.00046977888553248085 -7.4645268997008642e-05
leaf_weight=0.0010367645575115594 0.001808765311009263 0.0024568367583923658 0.0011003611283699746 0.0013915388859722091 0.0019042660298804739 0.0013032374338308719 0.0013031575263688913 0.0029361003290091494 0.0012917967263752486 0.0010371871271672708 0.0027357278671047425 0.0010145713848186402 0.0032390386083562678 0.0018991412809779007 0.0019470878974203734 0.0013705759693038999 0.0012024096513414406 0.0011132823454942367 0.0034564263702909761 0.0010176750968398087 0.0011222400989256967 0.0010119149792444668 0.0039358078489751015 0.0026574230261111617 0.005275892413324712 0.0013206197615858173 0.0023576592826692723 0.0078683229460665416 0.0010715770185925066 0.0018161797724705045
leaf_count=15 180 122 157 58 199 221 47 74 254 11 58 513 66 55 18 10 10 141 235 46 257 19 352 50 299 37 37 160 7 202
internal_value=0 -5.14965e-05 -4.94228e-06 1.87798e-05 5.01693e-05 1.76653e-05 4.75007e-05 1.82894e-05 7.19143e-05 0.000103854 0.000130547 9.16269e-05 0.000508133 7.20162e-08 3.59964e-05 0.000148969 -0.0001551 0.000109481 0.00014708 0.000217577 0.000260857 0.000323099 0.000375828 0.000146707 -7.61988e-05 -0.000461838 0.000666593 0.000791146 0.000384231 -0.000639566
internal_weight=0 0.0639668 0.06151 0.0604096 0.0586009 0.0566966 0.0553934 0.0540902 0.0511541 0.0498623 0.0488251 0.0474336 0.00854775 0.0388858 0.0378713 0.00581202 0.00444145 0.0341559 0.0330426 0.0295862 0.0285685 0.0266215 0.0254992 0.0142613 0.0116039 0.006328 0.0112379 0.010226 0.0023922 0.00371532
internal_count=3910 3895 3773 3616 3436 3237 3016 2969 2895 2641 2630 2572 144 2428 1915 86 76 1658 1517 1282 1236 1218 961 745 695 396 216 197 44 257
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=156 146 45 14 453 403 1373 48 1455 106 9 11 1 3 1 2 3 1 52 403 151 2 2 16 2 47 16 1375 43 15
split_gain=0.00111669 0.00107431 0.00125708 0.000981386 0.000976909 0.000944311 0.000974314 0.00107315 0.000974999 0.00086704 0.00145573 0.000753113 0.000871419 0.000787786 0.0008477 0.00107972 0.00179641 0.00145745 0.00105581 0.000944511 0.000906715 0.000914085 0.00117442 0.000720162 0.000692635 0.000917759 0.00065718 0.000785011 0.000647119 0.000634964
threshold=-1.0000000180025095e-35 0.10949000000000002 -1.0000000180025095e-35 0.077685000000000018 0.10963500000000002 0.096520000000000009 0.099250000000000019 -0.064549999999999982 0.089335000000000012 0.092305000000000012 -0.016839999999999997 0.088315000000000018 0.11257500000000001 -0.15464999999999998 0.077800000000000022 0.075670000000000015 0.082730000000000012 0.099370000000000014 0.11401500000000002 -0.080924999999999983 -0.083559999999999982 0.10393500000000001 0.097360000000000016 -0.076129999999999989 0.14073000000000005 0.07813500000000001 0.050115000000000007 -0.43271999999999994 -0.083899999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 9 10 -9 13 -13 29 18 17 -17 -16 19 -15 -21 22 28 -4 25 26 27 -18 -22 -12
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 12 -14 14 15 16 24 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012191256533456167 0.001219317837532282 -0.0011175059259575634 0.0011609016803279853 -0.00092995833364731533 -0.0011356776445231543 -0.00095703436550365225 -0.0010963092967758467 0.0012193461953800915 -0.0010997002194319634 -0.00098653894028643391 0.0012192538977584908 -0.0012192039793002232 0.00018738906256206454 -0.0012191618563932036 -0.0010989503707181268 0.001007212546693738 -0.0003572404035707616 6.4050220987270555e-05 -0.0012191951407360584 -0.00099766129577676089 0.00036245243797192829 -0.00061995789838826523 0.00088026962299519269 4.2017757668584571e-05 0.00099402639870917403 -0.00065091237584991198 -0.00053696128522603232 0.00056337798729284437 -0.00038370419142374319 0.00023297626201213134
leaf_weight=0.0011692977677446583 0.001242068868378964 0.0012929909389640662 0.0021629329291563693 0.0017102388198462206 0.0010936104794154735 0.0014157185379000117 0.0010809148194752529 0.0016043979891264817 0.001113481351653344 0.0011665269147584914 0.0014805931725163646 0.0014697471078477511 0.0011801051123256912 0.0010437208537790186 0.0019653672548578536 0.0044767548730462172 0.0018116378754484703 0.0086455864515038172 0.0013769123129443442 0.00126473449889808 0.003272514838636555 0.0022223931851703691 0.003012798332929556 0.001413623807223984 0.0011901055844951722 0.002414186139883868 0.0015176957568172611 0.0057304082795752703 0.0036582820494584067 0.0028133345964249509
leaf_count=197 28 11 74 117 18 287 29 86 138 24 33 57 35 435 404 220 15 211 238 153 138 138 58 95 61 54 62 79 364 51
internal_value=0 -1.72689e-05 4.76963e-06 -1.9059e-05 6.23162e-06 2.68715e-05 5.04451e-05 7.18136e-05 2.93104e-05 5.28885e-05 7.61386e-05 3.98522e-05 -0.000592781 7.4852e-05 2.57901e-05 0.000154253 0.000343442 -0.000151361 -0.000199115 -0.000102078 -1.52679e-05 8.68583e-05 0.000244832 0.000718666 0.000108798 1.69801e-05 0.000194956 0.000342241 -3.13914e-05 0.000573056
internal_weight=0 0.0658434 0.0645504 0.0633083 0.0615981 0.0605045 0.0590888 0.0580078 0.0544313 0.0533178 0.0521513 0.0505469 0.00264985 0.047897 0.0436031 0.0277517 0.0171408 0.010611 0.0158514 0.0144744 0.0134307 0.012166 0.0099436 0.00357656 0.012664 0.0114739 0.00905974 0.00754205 0.0069308 0.00429393
internal_count=3910 3713 3702 3674 3557 3539 3252 3223 3054 2916 2892 2806 92 2714 2630 1106 491 615 1524 1286 851 698 560 169 271 210 156 94 502 84
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=45 14 31 156 403 158 1374 453 1348 158 4 11 480 123 1 376 12 1 42 132 12 160 2 159 52 49 47 2 3 150
split_gain=0.00148721 0.00177326 0.00138336 0.0011534 0.00114675 0.00111415 0.0010786 0.00104103 0.00123671 0.00109696 0.00101614 0.001044 0.00091238 0.000881226 0.00111149 0.00102002 0.00112833 0.0010583 0.00108534 0.00135529 0.00106387 0.00127392 0.00100942 0.00151655 0.000941424 0.000921453 0.000955749 0.00107714 0.000611376 0.000894045
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13415000000000002 0.11015500000000002 0.098580000000000015 0.10963500000000002 0.090050000000000005 -0.26992499999999992 0.51224500000000017 0.10508500000000001 0.086640000000000009 0.13456000000000004 0.11368000000000002 0.048375000000000008 0.099680000000000005 0.11167500000000001 -1.0000000180025095e-35 0.080815000000000012 0.092150000000000024 -0.096329999999999985 0.10362500000000001 0.092630000000000018 -0.40083499999999994 -0.085974999999999982 0.087945000000000009 0.096750000000000017 -0.5217799999999998 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 13 14 15 16 17 18 19 -11 21 -20 23 25 -16 -23 27 -27 -24 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 24 -17 -18 -19 20 -21 -22 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013201753321710273 0.00089240423122534287 -0.0010547475911096018 -0.001319619962098711 -0.0013196903066029647 -0.0013196798225954642 -0.0012087009299222324 -0.0012236321506275711 -0.0012221862877271801 0.0012766299367152313 -0.0012092278321408133 0.0012546899309139041 -0.0012683456010229399 -0.0010206516370389633 -0.0010545255527812758 -0.00040447620626639694 0.00066186598854609392 -0.00070382125891040525 -0.00064603720930741289 -0.0010431505491313295 0.0004854612596986316 0.00064359745224871025 -0.00091345975372291604 0.001320055828660854 -0.0013075458551004779 0.00060582989669739158 0.00042623851829778361 -0.0008135350286998268 -0.00060222123877871783 7.116939246132888e-05 0.0012991876643271708
leaf_weight=0.0014046090027477467 0.0028413050065072545 0.002943474382675503 0.0012172338448337419 0.0010258775308940029 0.0011716179403129514 0.0013120094452485622 0.0011970085059118665 0.0011203849194316709 0.0014249116591322766 0.0023009616029519 0.0012076049070426356 0.0010558673576497304 0.0013456250313428333 0.001175160936575991 0.0018949437024389235 0.0038565719150511759 0.004116171152888092 0.003770039155028825 0.0017470304097528802 0.0012780943301970993 0.006423198359080117 0.0015118841413865871 0.0014043070889329101 0.0015139315364685038 0.010530273509788302 0.011988074237250679 0.0015630329243832 0.002080964379473472 0.0045330253470865492 0.0013366929401854577
leaf_count=15 111 122 193 108 189 151 36 18 46 517 121 21 173 16 34 76 278 31 184 93 258 59 8 92 244 499 73 35 80 29
internal_value=0 -4.93618e-05 -1.13944e-05 -4.55872e-05 -2.4598e-05 -3.73064e-06 1.84108e-05 3.95879e-05 6.0051e-05 3.44297e-05 5.52775e-05 3.31392e-05 5.44876e-05 7.74428e-05 9.89507e-05 1.02566e-05 -4.4892e-05 2.05407e-05 8.72325e-05 -0.000604048 0.000159783 4.75087e-05 0.000120986 -4.15687e-05 0.00045175 7.0226e-05 0.000165365 0.000274118 0.00053794 0.000350822
internal_weight=0 0.0808873 0.0779438 0.0751025 0.0738853 0.0727136 0.0714016 0.0702046 0.0690842 0.0676593 0.0666335 0.0654259 0.06437 0.0630244 0.0618492 0.049424 0.0455674 0.0414512 0.0376812 0.00357906 0.0341021 0.0276789 0.0259319 0.0186579 0.0124252 0.017144 0.0156321 0.014069 0.00727403 0.00586972
internal_count=3910 3895 3773 3662 3469 3280 3129 3093 3075 3029 2921 2800 2779 2606 2590 2312 2236 1958 1927 610 1317 1059 875 758 278 666 607 534 117 109
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=146 147 1455 15 11 401 14 133 482 159 456 1374 52 38 1 1 1374 1132 131 41 42 49 0 49 3 12 43 13 43 0
split_gain=0.0010722 0.00123602 0.001027 0.000862209 0.00114633 0.00095656 0.000750591 0.000733436 0.000783427 0.000711852 0.000728208 0.000711478 0.000695018 0.000705957 0.000814025 0.000888759 0.000965187 0.000771847 0.000589979 0.000835719 0.000771896 0.00082805 0.00113075 0.000711547 0.00065392 0.000648429 0.000725278 0.000565361 0.00073387 0.000540619
threshold=0.10949000000000002 0.089245000000000005 0.086535000000000015 -0.26361999999999991 0.08776500000000001 0.087020000000000014 -0.46879999999999994 0.10681500000000001 0.080190000000000011 0.10856 0.087055000000000007 0.090240000000000015 -0.42985499999999993 0.10208000000000002 0.099595000000000017 0.097265000000000018 -0.094679999999999986 -1.0000000180025095e-35 0.078355000000000022 0.079395000000000007 -0.090359999999999982 -0.085974999999999982 0.039665000000000006 -0.080639999999999976 0.10666500000000002 0.093375000000000014 -0.50749999999999995 0.098990000000000009 0.0050750000000000005 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 9 10 11 12 -5 14 15 16 -14 -16 19 20 -18 22 -22 -23 25 26 -25 28 29 -28
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 17 -17 18 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00027245895409782115 -0.0013275983331736344 0.00080704415275099667 -0.001249515204536206 -0.00082229792047678685 -0.0011070267742351494 -0.0012710714635197577 0.00090731212372274891 -0.00083259892781470282 -0.0011594594590993773 -0.0010284663222928983 -0.00088044909115644584 -0.0010450309425302808 -0.0010607280720379792 -0.00091109190536837483 -0.00058337826626441054 -0.0011503396060864269 -0.00079587283839333933 0.00065888240485763934 -0.00084664229355122889 -0.0010023261423386292 -0.0013541968565776736 0.0013273720051552923 0.00071032963961587415 0.0013744889801241029 0.001013534433626771 -0.00077801394130983263 0.00090588652248437267 -0.00079975217690734634 0.0010920820691939428 -7.9691582764483229e-05
leaf_weight=0.0016895108871572972 0.0013530889655157799 0.0036400409801728975 0.0015207563766725931 0.0014876476122034346 0.002264654185390568 0.0013189412097407418 0.0035490764843171254 0.0022134126059396566 0.001153477299836946 0.0012475779125917788 0.0015888039324485339 0.0010759131054847151 0.0013434999400203642 0.0011937327142632617 0.0011755638079193895 0.0011866172096688379 0.0012351029051265163 0.010950458892477144 0.001072582613605543 0.0010615105519988779 0.0012661682026777745 0.0019479173200807045 0.0010140754773146909 0.0013191333559916469 0.0029499743293968086 0.0011760579822561743 0.0014820128014747368 0.0010245579816086101 0.0021304840020670568 0.0058220587956632434
leaf_count=51 11 148 206 180 119 267 230 476 165 121 135 47 29 36 8 18 172 293 163 67 63 22 7 6 19 135 27 14 149 526
internal_value=0 -1.66575e-05 -6.79445e-05 -3.63874e-05 -9.34533e-05 -4.70228e-05 0.000526821 -1.34712e-05 2.60249e-05 5.6581e-05 8.76973e-05 0.000124395 0.000155204 0.000192157 0.000226672 8.14398e-05 0.00014027 0.000538451 0.000208927 0.000259405 0.000322086 0.000390672 -0.000436056 0.000496269 0.000394478 0.000253505 0.000356502 0.000228111 0.000339733 0.000120284
internal_weight=0 0.0621013 0.0584613 0.0569405 0.0517019 0.0494373 0.00523859 0.0481183 0.0459049 0.0447515 0.0435039 0.0419151 0.0408392 0.0393515 0.0381578 0.0260318 0.0248451 0.012126 0.0235016 0.0224291 0.0213675 0.0201324 0.00228024 0.0178522 0.0159043 0.0129543 0.0117782 0.0104591 0.00943456 0.00730407
internal_count=3910 3899 3751 3545 3264 3145 281 2878 2402 2237 2116 1981 1934 1754 1718 1417 1399 301 1370 1207 1140 968 70 898 876 857 722 716 702 553
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=24
num_cat=0
split_feature=1213 14 484 15 15 0 15 160 160 42 151 151 151 51 2 1 16 12 4 2 2 42 43
split_gain=0.000252097 0.000215803 0.000194894 0.00023918 0.000389404 0.000317831 0.000279943 0.000312788 0.000263578 0.000308569 0.000277839 0.000584707 0.000286194 0.000274992 0.00024205 0.000238524 0.000805289 0.00028939 0.000290151 0.000384192 0.000230702 0.000166742 0.000260606
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.08231999999999999 -0.26361999999999991 -0.11739999999999999 -0.14070999999999997 -0.106555 -0.217635 -0.077849999999999989 -0.089024999999999979 -0.084874999999999992 -0.076429999999999984 -0.0088999999999999982 -0.031524999999999991 0.094825000000000007 0.10113500000000002 -0.072359999999999994 0.098845000000000016 -0.078094999999999984 0.090695000000000012 0.099370000000000014 0.084100000000000022 0.070805000000000021
decision_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 5 14 -4 -6 -8 -9 -10 -11 -12 -13 -14 -5 17 -17 18 21 -20 -21 22 -15
right_child=1 -3 3 4 6 -7 7 8 9 10 11 12 13 15 -16 16 -18 -19 19 20 -22 -23 -24
leaf_value=-0.0020678643096216629 -0.0016535325552332549 -0.0016088424965465709 -5.6061910423798197e-05 -0.0028757985352280838 0.0023223551768087069 0.0029508307936405393 -0.0018236852934124827 0.0017371933482774123 -0.0016502702719342554 -0.0013203445350962997 0.0031341801731433728 -0.0018650920724745021 -0.0013329216867024821 0.00076276689009133127 -0.00039336779091486853 0.0037768781440730872 -0.00072585722744620532 -0.0015096323030727432 -0.0020909927447019853 0.0022272224982667664 -0.00052174828815333609 4.3812285282460368e-05 0.0034683264991255346
leaf_weight=0.0010498741789638491 0.0010750378874174729 0.0013613217013179737 0.0012702792119876349 0.0011754498209695608 0.0010828651628607055 0.00121942243369499 0.001358844377412626 0.0019372378358792344 0.0016156499477351363 0.0017354894352494812 0.0013180318247343345 0.0010921874096627713 0.0014697098493615677 0.0013599413824536503 0.0017014222854827565 0.001495897682570746 0.0013262304041594683 0.0013856780738394914 0.0012948042936693129 0.0010453102685112903 0.0011184641284787133 0.0010824688694200946 0.0011741202778940973
leaf_count=592 329 112 63 131 46 225 287 286 199 132 101 63 261 167 106 73 100 113 197 87 56 149 35
internal_value=0 2.86158e-05 0.000104605 0.000171487 5.1186e-05 0.00141667 0.000234513 0.000130852 0.000260718 0.000106225 0.000274163 0.000456665 0.000201765 0.000378779 -0.00140765 0.000601745 0.00166086 0.000248472 0.000592801 -0.000278393 0.000806268 0.00142595 0.00201635
internal_weight=0 0.0306959 0.0293345 0.0282595 0.0257698 0.0024897 0.0228929 0.0218101 0.0204512 0.018514 0.0168983 0.0151628 0.0138448 0.0127526 0.00287687 0.0112829 0.00282213 0.00846079 0.00707511 0.00345858 0.00216377 0.00361653 0.00253406
internal_count=3910 3318 3206 2877 2589 288 2352 2306 2019 1733 1534 1402 1301 1238 237 977 173 804 691 340 143 351 202
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=45 14 30 133 52 158 1 13 0 39 51 51 48 1429 30 133 133 128 50 3 12 47 41 1375 1374 1 0 3 4 3
split_gain=0.00148065 0.00191154 0.00127408 0.00114424 0.00142613 0.00114118 0.00107271 0.00121158 0.0011097 0.00108108 0.0012966 0.00136663 0.00102165 0.000923791 0.00085991 0.000892174 0.000913997 0.00127958 0.00114786 0.00105022 0.000846449 0.000896053 0.000788127 0.00073106 0.000801345 0.00102427 0.00108436 0.00126811 0.000934774 0.000758452
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.26719999999999994 -0.51745999999999992 0.11015500000000002 0.11235500000000002 -0.0024749999999999993 -0.18087499999999998 0.15608500000000003 -0.24460499999999999 0.14276500000000003 0.091085000000000013 -1.0000000180025095e-35 0.085185000000000025 0.10681500000000001 0.10421000000000001 0.085400000000000018 0.10625000000000001 -0.16409499999999996 0.099370000000000014 0.11002500000000003 0.078385000000000024 -0.43271999999999994 0.086000000000000007 0.076710000000000014 -0.060094999999999989 -0.084129999999999996 -0.37626499999999991 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 -8 10 -9 12 -12 -6 15 16 17 18 19 -15 21 22 23 -21 25 26 27 -25 -28 -29
right_child=1 -3 -4 4 5 -7 7 9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.0013733887402164538 -0.0010508945185762949 -0.0011235998332998934 0.0013729499422914194 -0.0013729074777936252 -0.0013255961391816006 -0.0012689766999881941 -0.0003525731463801888 -0.0013731587319911788 0.0010263465939028386 0.0011306750424079288 0.00067463832818532817 -0.0011579657764452878 -0.00050901047836399615 0.00081518669224822876 -0.0012134010834590923 -0.00083950608603982745 0.0011504164770238835 -0.0013730810948455138 -0.0013729161599106497 -0.00068529947972921816 -0.00074838119067218377 -0.0011688986864706547 -0.00075271609880512896 -0.001372943045736695 -0.00079880945090788301 0.00050867940481846017 -0.00014103464964292488 0.0010369104659106792 0.00098927064417126472 -0.00029436626992609819
leaf_weight=0.0013956994755517363 0.0020219233988305598 0.0030208359944312582 0.0012360652763874205 0.0014031718263667328 0.001059183460772938 0.0012596098584523032 0.0013521816351982343 0.0013463935331401453 0.0058973738694501066 0.0014955377679513058 0.0048176557952572807 0.0013902779644467955 0.0019229711557500195 0.0034118081186420421 0.0011276268791959856 0.0022666808105356031 0.0013630236814758936 0.0012272565430269103 0.0010417901558374956 0.0017835005345716573 0.0025239084726891283 0.0010561571049123577 0.0018576129188687665 0.0018032251069490645 0.0013856005098453741 0.015320773410074651 0.0027155784568648755 0.001001874873900006 0.0028018231132591904 0.0041376873232703715
leaf_count=15 226 122 97 261 88 149 35 21 249 28 87 16 35 43 6 450 15 129 193 17 121 39 58 402 56 478 28 40 20 386
internal_value=0 -5.37241e-05 -8.85394e-06 -3.29809e-05 -3.05309e-06 2.54792e-05 5.01438e-05 0.000333635 0.000769152 4.58973e-05 -0.000125283 8.13524e-05 0.000336966 -5.77372e-05 -2.90587e-05 1.65473e-07 4.39876e-05 8.13931e-06 4.96441e-05 8.68809e-05 1.85931e-05 7.57566e-05 0.000115825 0.000167955 0.00022013 0.000270951 -2.13557e-05 -0.000382392 0.000432952 -3.48553e-05
internal_weight=0 0.0750491 0.0720283 0.0707922 0.0687703 0.0673671 0.0661075 0.0182224 0.00724956 0.0109728 0.0094773 0.0081309 0.00674063 0.0478851 0.0468259 0.0456983 0.0434316 0.0420686 0.0408413 0.0397995 0.0363877 0.0338638 0.0328077 0.0309501 0.0291666 0.027781 0.0124602 0.00694279 0.0055174 0.00513956
internal_count=3910 3895 3773 3676 3450 3189 3040 471 284 187 159 138 122 2569 2481 2475 2025 2010 1881 1688 1645 1524 1485 1427 1410 1354 876 828 48 426
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=45 14 156 151 4 11 51 401 3 132 13 1374 159 15 160 123 1 1 124 42 1374 42 49 0 40 131 13 49 4 34
split_gain=0.00130502 0.00188241 0.00104049 0.00107736 0.000991304 0.000979447 0.000923065 0.000885717 0.000781823 0.000843731 0.000793498 0.000718461 0.000749082 0.000737085 0.000705547 0.00071672 0.000803106 0.000929252 0.00105353 0.000755074 0.000814224 0.000806644 0.000772571 0.00108163 0.000626004 0.000673338 0.00071527 0.000808162 0.000778735 0.000564937
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.080455000000000013 0.11024000000000002 0.087020000000000014 -0.14539499999999997 0.094915000000000013 0.10741000000000002 0.09309000000000002 0.10519500000000001 -0.14676499999999995 -0.40446999999999994 0.13256000000000004 0.099595000000000017 0.097265000000000018 -0.082254999999999981 -0.089024999999999979 -0.094679999999999986 0.091955000000000023 -0.085974999999999982 -0.081049999999999983 -0.066359999999999988 0.097135000000000013 -0.094129999999999978 0.13725000000000001 -0.03614499999999999 -0.083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 8 10 11 -5 12 13 -10 -15 16 17 18 -16 -20 -21 22 23 -22 -18 26 -26 28 -28 -6
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 24 -19 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014008572395096302 -0.0014003805532244434 -0.0011837053053946078 -0.0012309410601835655 0.0012444982569455557 -0.00030154901933997507 -0.00097575172779576112 -0.00057115319115071659 -0.0011340752277247906 -0.00071449416171882115 -0.0011348975317865119 6.0250850348054477e-05 -0.0011559606082960159 -0.0008848937021907786 -0.00095085552448421476 0.001207607881836411 -0.0010162970837947626 0.0013902778955110218 -0.0011146446129196293 -0.00097264334383524308 -0.00095281624046727879 -0.0014004407281811805 -0.00090040088132325048 0.00034770163085821751 0.00055342561768853429 0.0010883177270043342 0.0012507523681097434 -0.0012383813352473108 0.0011339266075002651 7.9099570614052993e-05 0.00082935945000823705
leaf_weight=0.0012249487147073515 0.0010373391069693474 0.0027905120003914865 0.0013359327234923049 0.0020213362175809301 0.0010030089420496324 0.0020691526898559678 0.0013850483054511642 0.0013010619306010876 0.0021869295941914215 0.0012896778753517238 0.0024593579285863143 0.0010062263651047223 0.0016494618354698778 0.0011701810664677117 0.0015791606854484988 0.001001736291073029 0.0013072851332687216 0.0012972453274038278 0.0013971053299361982 0.0013704292682490396 0.0012455008286593738 0.0013037254735266393 0.01600601206792663 0.0010029627238594676 0.0016055343110430451 0.0014682982288150024 0.0010321698716495601 0.0011877303639948877 0.005957146817376466 0.0063484154469826137
leaf_count=15 193 122 64 32 37 103 19 261 132 153 25 40 188 202 48 12 99 35 202 38 55 335 924 10 62 12 50 17 89 336
internal_value=0 -5.74999e-05 -9.16958e-06 1.3384e-05 3.99169e-05 -3.09877e-05 0.000477491 6.71721e-06 3.60818e-05 -1.82345e-05 0.00059449 1.39294e-05 4.08248e-05 7.70776e-05 0.000120429 0.00015277 0.000183784 3.96253e-05 0.000102264 2.408e-05 9.0617e-05 0.00016373 0.000239729 -0.000528888 0.000473085 0.000366513 0.000233795 6.60125e-05 -0.000115464 0.000675061
internal_weight=0 0.0678157 0.0650252 0.0639878 0.0626519 0.0539154 0.00873647 0.0518463 0.0505452 0.0460645 0.00448069 0.0447748 0.0437686 0.0421192 0.0399322 0.038762 0.0377603 0.0252021 0.0239049 0.0223257 0.0209286 0.0195582 0.0182545 0.00224846 0.0125582 0.0112509 0.00978258 0.00817705 0.00698932 0.00735142
internal_count=3910 3895 3773 3580 3516 3124 392 3021 2760 2703 57 2550 2510 2322 2190 1988 1976 1647 1612 1564 1362 1324 989 65 329 230 218 156 139 373
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=156 45 14 133 1429 151 4 480 42 159 482 15 1374 15 133 3 1365 156 13 447 156 1456 1374 0 15 52 147 2 16 43
split_gain=0.00109769 0.00105164 0.00145001 0.000894198 0.000809729 0.000844459 0.00113042 0.000840416 0.000801207 0.000754828 0.000816629 0.000864712 0.000858803 0.000835079 0.00085201 0.000917973 0.000817394 0.00074139 0.000775138 0.000659156 0.000637167 0.000621344 0.000640174 0.0008118 0.000684527 0.000885361 0.000979385 0.000604288 0.000528084 0.000652118
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 -0.26719999999999994 -1.0000000180025095e-35 -0.52174999999999983 0.50657000000000008 0.086230000000000015 -1.0000000180025095e-35 0.10519500000000001 0.085435000000000025 -0.26361999999999991 0.089520000000000016 -0.19153499999999998 0.10681500000000001 0.16699000000000003 1.0000000180025095e-35 0.013700000000000002 0.24813000000000004 0.089095000000000021 0.091385000000000008 -1.0000000180025095e-35 -0.094679999999999986 -0.230625 -0.03231499999999999 0.11588000000000002 0.087170000000000011 0.094400000000000026 -0.010344999999999998 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 10 11 -10 13 -13 15 16 19 18 27 20 21 -15 -23 -24 28 26 -26 -7 29 -25
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014569657420632467 0.0014573424629294957 -0.0010622669917304084 -0.0012074723160711233 -0.0010108321557811264 -0.0012457853890082405 -0.0014570701599920983 0.0013877772663977361 -0.0011826778862439801 0.0013633754029995083 -0.00081500386038260209 -0.0010844344744255258 -0.00077110952742358969 -0.0010922287083090555 -0.00075391918667610679 -0.0007250390114707057 0.0011032163076358569 -0.0010390495755993672 0.00067255883890470706 -5.4119525201513622e-05 0.0012927242705836515 -0.00081439545359453789 -0.00049360755363222618 0.0013960032648225294 -0.0003377799935665517 0.00036933216291777264 -0.00095552252918804786 -0.001117575924208102 -0.00010205392984932326 0.0010742849825831663 0.00065687340356174759
leaf_weight=0.0011430570183055258 0.001011287728260867 0.0016257512188675429 0.0021792062280341353 0.0015326860128648248 0.0010272131949449195 0.0022783546893982987 0.0013831368767025501 0.0011420033191340542 0.0013792252320090617 0.0016248737571258323 0.0010293675129751092 0.0017037757805704592 0.0010787196463795104 0.0011600449411328642 0.0017318235880527935 0.0029240652758097943 0.0010105156119415417 0.0012855261638229365 0.003467949029431594 0.0013379168964107171 0.001153131100822157 0.0018459559129055938 0.0016105197533988575 0.0019489406107702223 0.010936197187856569 0.0014729763422769446 0.0010286829649430737 0.0010074724279851566 0.0034488273254549215 0.0049587078568684717
leaf_count=197 15 220 118 148 64 499 191 177 56 156 119 40 51 126 240 83 41 64 91 58 84 40 21 68 488 76 16 146 114 103
internal_value=0 -1.60332e-05 -4.07375e-05 2.99835e-06 3.3646e-05 6.27653e-05 8.76808e-05 5.34719e-05 8.0924e-05 0.000159206 0.000197113 0.000229501 0.00018976 0.000225893 0.000272345 0.000321928 0.00025034 -0.000341526 -0.000534549 0.000292504 0.000247239 0.000290329 0.000334781 0.000394973 0.000327219 0.000110285 0.000241495 -0.00104161 0.000608697 0.000376239
internal_weight=0 0.0613249 0.0603136 0.0581344 0.0565086 0.0549759 0.0539487 0.0525656 0.0514236 0.0433843 0.0417594 0.04073 0.0393508 0.0382721 0.0365683 0.0348365 0.0319124 0.0080393 0.00675378 0.0309019 0.029564 0.0284109 0.0272508 0.0254049 0.0237943 0.0134379 0.0119649 0.00328583 0.0103565 0.00690765
internal_count=3910 3713 3698 3580 3360 3212 3148 2957 2780 1980 1824 1705 1649 1598 1558 1318 1235 800 736 1194 1136 1052 926 886 865 580 504 645 285 171
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=25
num_cat=0
split_feature=31 124 42 43 123 133 158 483 13 13 48 3 15 0 49 15 15 15 0 3 1 40 1 0
split_gain=0.00023813 0.000215848 0.000323022 0.000317792 0.00038393 0.000434132 0.000319258 0.000411139 0.000250157 0.000283147 0.000373733 0.000281782 0.000316983 0.000527881 0.0004006 0.000377145 0.000250304 0.000249729 0.000395189 0.000489861 0.000196743 0.000139632 0.000137521 8.33092e-05
threshold=-1.0000000180025095e-35 0.11158000000000001 -0.10770999999999999 0.24789500000000006 1.0000000180025095e-35 0.098810000000000023 0.085745000000000002 0.080590000000000009 0.23436000000000004 -0.094679999999999986 0.090405000000000013 -0.13927999999999999 -0.095799999999999982 -0.053834999999999994 -0.085974999999999982 -0.16430499999999995 -0.015439999999999997 -0.089594999999999994 -0.070894999999999986 -0.032959999999999996 0.083370000000000014 -0.081749999999999975 0.089175000000000018 -0.230625
decision_type=2 2 2 2 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 20 16 15 14 -14 -13 -11 -16 19 -19 -4 -6 -21 -24
right_child=1 -3 3 -5 21 -7 -8 -9 -10 11 -12 12 13 -15 17 -17 -18 18 -20 22 -22 -23 23 -25
leaf_value=0.0017157567721772207 -0.0021400130821316952 0.0015066277424718357 0.00098371743383176224 -0.002158640812374317 0.00051529773412744184 -0.0026179058480323551 -0.0018720214199510774 -0.0022005860308033521 0.002084791735357935 0.002288728079585807 -0.00048494314863784416 -0.00010681309004182723 -0.0017577180150858639 -0.0018877831607483206 0.0024531639639171023 -0.0025563629222824747 -0.00011941193274543655 -0.0022548395678477959 0.002211182548464934 0.0017222171836982973 0.0030391774822646272 0.0024965446337641838 0.00085976912294361593 -0.00066255382491668571
leaf_weight=0.0011313323658348464 0.001200041781234811 0.0012151678693346204 0.0018069221137975112 0.0010719643652892233 0.001007469939276362 0.0010210402431976009 0.0013460085821412329 0.0011408272577204661 0.00100677966818452 0.0012491498001026002 0.0017426418054098392 0.0019232795131100544 0.0011016059437962689 0.0018257812405800032 0.0011115879740756151 0.0018751972743973238 0.0013638936946698153 0.0011938315444808755 0.0014531519087368581 0.0011665765007720097 0.0011518569049182581 0.0011515200448770626 0.0010444113242442654 0.0011311652096992475
leaf_count=113 224 38 93 222 85 532 273 282 39 51 87 87 72 175 67 122 115 813 74 41 110 122 38 35
internal_value=0 -9.93145e-05 -0.000164177 -8.20943e-05 -2.06529e-06 -0.000134528 -3.15988e-05 7.47716e-05 0.000191975 0.000101835 0.000942931 -0.000138703 -0.00035991 2.27304e-06 0.000422986 -0.00131608 0.00103178 0.000761301 0.00044729 -0.000117793 0.00178391 0.00157202 0.00064557 6.82554e-05
internal_weight=0 0.0313019 0.0300867 0.0288867 0.0278147 0.0256557 0.0246347 0.0232887 0.0221478 0.0211411 0.00470142 0.0164396 0.0138266 0.0100281 0.00820233 0.00379848 0.00261304 0.00710072 0.00598914 0.00453598 0.00295878 0.00215899 0.00334215 0.00217558
internal_count=3910 3797 3759 3535 3313 3106 2574 2301 2019 1980 290 1690 1524 1315 1140 209 166 1068 1001 927 203 207 114 73
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=26
num_cat=0
split_feature=1213 453 1456 11 4 1374 0 0 48 1 13 147 2 160 123 2 3 0 0 0 12 2 48 42 0
split_gain=0.000227889 0.000206453 0.000346907 0.000285803 0.000422809 0.000225492 0.000373773 0.00033231 0.000429171 0.000260966 0.000244254 0.000236973 0.000309852 0.000370952 0.000336957 0.000313979 0.00049832 0.000253433 0.00031002 0.000275487 0.000270403 0.000242721 0.000172536 0.000104425 8.08815e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.080455000000000013 0.40359500000000004 -0.094679999999999986 -0.23029999999999998 -0.15713499999999997 0.086665000000000006 0.092550000000000007 -0.0078949999999999975 0.10250000000000002 0.114165 0.085545000000000024 0.084845000000000018 0.10393500000000001 0.10666500000000002 0.024745000000000003 -0.055084999999999988 -0.10575999999999998 0.084100000000000022 0.10946500000000002 0.091555000000000011 0.060615000000000009 -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
left_child=-1 2 -2 5 -5 -4 22 -8 11 23 -11 12 13 14 15 16 17 18 19 24 -21 -17 -7 -10 -9
right_child=1 -3 3 4 -6 6 7 8 9 10 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0019247951751427839 -0.0022560811490432986 -0.001580548980237764 -0.0014671063773257333 -0.0029703017614153959 0.00049422405516044178 0.0031969782227059618 -0.0015028664262957464 0.00055590519738214891 -0.00041384447925054915 0.0039549491075281072 0.0011324860838783637 -0.0017072547555235834 0.0017421198490450874 -0.0022626847000798487 -0.0018267309316011555 -0.002455564244055599 0.003032672929818092 -0.0015507631951851783 0.0023463236831712457 0.00064759977353470353 -0.0017959421815322088 0.00025832279110301129 0.00084415015040298098 0.001460344127504066 0.0021823309677360082
leaf_weight=0.0010497787606147937 0.0010254812705570706 0.0012975367628706982 0.0011581831425591096 0.0011569832817359673 0.0012430671595211606 0.0010876764151888018 0.0017200719181760171 0.0010755932644421762 0.0010133621608832124 0.0010862946369467608 0.0010033619600564592 0.0011603705831326741 0.0019968884145034052 0.0011280622563120133 0.0012487826002742794 0.0010032105089334839 0.0014053217472684842 0.0010225953639722007 0.0014424096577663392 0.0015097788310658444 0.001573119698047909 0.0012707498284396657 0.001034475171820759 0.0010095825415730175 0.0010072342771514304
leaf_count=592 324 99 68 169 55 58 97 47 102 109 77 25 268 193 75 56 49 77 51 147 944 54 24 113 37
internal_value=0 2.95017e-05 0.000100601 0.000185826 -0.00117591 0.000311735 0.000394812 0.00023991 0.000382953 0.00157747 0.00259973 9.13038e-05 0.000224371 2.93431e-06 0.000206438 0.000430928 0.000775669 0.000360005 0.000655693 0.000183623 -0.000599274 -0.000938972 0.00205006 0.000521499 0.00134243
internal_weight=0 0.0306802 0.0293827 0.0283572 0.00240005 0.0259571 0.0247989 0.0226768 0.0209567 0.0041126 0.00208966 0.0168441 0.0156837 0.0136869 0.0125588 0.01131 0.00903605 0.00763073 0.00660814 0.00516573 0.0030829 0.00227396 0.00212215 0.00202294 0.00208283
internal_count=3910 3318 3219 2895 224 2671 2603 2521 2424 401 186 2023 1998 1730 1537 1462 1352 1303 1226 1175 1091 110 82 215 84
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=26
num_cat=0
split_feature=51 1 14 47 48 11 47 52 38 1 4 42 43 3 16 43 48 4 2 13 4 4 12 1 1
split_gain=0.000238073 0.000309619 0.000553127 0.000368225 0.000293599 0.000336163 0.000320803 0.000377324 0.000353646 0.000424777 0.000512303 0.000406464 0.000823269 0.00034723 0.000272421 0.000223631 0.000303462 0.000263287 0.000223658 0.000229681 0.000217195 0.000190579 9.03907e-05 7.23489e-05 9.2903e-06
threshold=-0.40274499999999996 0.13662500000000002 0.073890000000000011 0.11939500000000002 -0.064549999999999982 0.088315000000000018 0.10783500000000001 -0.24456499999999998 1.0000000180025095e-35 0.099595000000000017 0.056740000000000006 0.087065000000000017 -0.11652999999999998 0.11818000000000002 -0.040439999999999997 -0.06705499999999999 0.086125000000000021 -0.14301 0.10113500000000002 -0.10939499999999998 -0.078484999999999985 0.004850000000000001 0.084575000000000025 0.11198000000000001 0.089075000000000015
decision_type=2 2 2 2 2 2 2 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 -6 9 11 23 15 -13 -12 -3 17 18 -9 19 -17 -21 -18 -19 -11 -22
right_child=1 14 -4 -5 5 -7 -8 8 -10 10 13 12 -14 -15 -16 16 21 22 -20 20 24 -23 -24 -25 -26
leaf_value=-0.0019132745555598286 0.0017138796959226899 0.003166681059730881 -0.0030011668872583124 -0.0024365880854521987 -0.0023278043720465322 -0.0020979449585363714 0.002271505844185086 0.0027744150987241956 -0.0021815519520637159 0.0033301318904091094 0.0014308156841583654 0.0010442993375309345 -0.0038302115304624661 -0.0014015997457514993 0.00017324891813378995 0.0024855733240716012 -0.0027529300544993167 0.0011724939548466747 -0.0010950079943397471 -0.0012918973856097587 0.0013440190598740665 -0.00025205948647699596 -0.00058041155894567248 0.0018708285423944737 0.00077322662622941025
leaf_weight=0.001146989175663026 0.0019386428547880632 0.0010110033498511584 0.0011014512084108743 0.0010209194876216179 0.0011537456064862261 0.0012662057558863174 0.0011733904808863818 0.0011457467894384621 0.0010923421331519014 0.0013881552888266304 0.0016555011420811283 0.0011051964495152333 0.0013776244680436265 0.0014257665045462886 0.0011502948367638757 0.0011068463349204125 0.0010795978454035404 0.001004709771001088 0.0014106527816181158 0.0010591577570660459 0.0010158637983904931 0.0010776386664821391 0.0010806869834057986 0.0010607782942244626 0.0010029484432239055
leaf_count=145 182 148 123 93 258 98 73 31 48 147 145 42 786 28 63 23 74 169 86 396 139 44 443 68 58
internal_value=0 3.981e-05 -7.9669e-05 4.1113e-05 0.000139841 1.09911e-05 0.000130116 1.18328e-05 0.000146201 0.000280049 0.00126173 -0.000123087 -0.00166038 0.000120198 0.0015735 0.000224408 -0.000163129 0.00115425 0.000353678 0.000842013 0.000250985 -0.00150363 0.000264109 0.00269802 0.00106045
internal_weight=0 0.0299049 0.0277436 0.0266421 0.0256212 0.0236826 0.0224163 0.021243 0.0200892 0.0189969 0.0055302 0.0134667 0.00248282 0.00308127 0.0021613 0.0109838 0.00775271 0.00323114 0.00559547 0.00418482 0.00307797 0.00215724 0.0020854 0.00244893 0.00201881
internal_count=3910 3765 3554 3431 3338 3156 3058 2985 2727 2679 388 2291 828 173 211 1463 820 643 702 616 593 118 612 215 197
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=24
num_cat=0
split_feature=31 150 484 0 157 16 1374 457 15 3 13 1 15 0 0 12 13 48 2 12 2 1 4
split_gain=0.000207489 0.000213709 0.00035779 0.000306733 0.000427742 0.00029493 0.000288266 0.000320234 0.000515596 0.000287813 0.000264646 0.000280354 0.000260856 0.000227615 0.000212682 0.000487893 0.000651072 0.000210581 0.000177544 0.000173953 0.000199188 0.000104522 7.8708e-05
threshold=-1.0000000180025095e-35 0.082085000000000019 -0.0043499999999999988 -0.075584999999999986 -0.075209999999999985 -0.083564999999999987 -0.094679999999999986 0.090920000000000015 -0.03231499999999999 -0.115685 -0.083654999999999993 0.10593500000000002 -1.0000000180025095e-35 -0.13870499999999999 -0.053834999999999994 -1.0000000180025095e-35 -0.089189999999999978 0.082070000000000018 0.106285 0.092870000000000022 0.091250000000000012 0.10386500000000001 0.17888000000000001
decision_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 -4 10 -3 8 19 12 17 -12 -5 -7 21 -16 -17 22 -14 20 -8 -11 -6
right_child=1 6 3 9 5 13 7 -9 -10 14 11 -13 18 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0016864227079382962 -0.0020843632340989252 -0.0013673683701720509 0.0012791258141534713 0.0027743730459449129 7.9712635949845531e-05 -0.00071015086515548642 0.00055130942641166947 0.0027617661481950505 -0.0017790138842666402 -7.1788582228394604e-05 -0.0027471783780565529 -0.00032997113318324647 -0.00039205634751928966 -0.0030172851021332972 0.0012166744037434122 0.00049050840447773024 -0.0032711974662105615 -0.0011330986384501349 0.00171655617791729 -2.1352006034795356e-05 0.0028006732372080579 0.001627945512587946 0.0014987033454128352
leaf_weight=0.0010303455882367798 0.0015358201606179836 0.0010557221753533241 0.0015689991262284328 0.0011321413712757078 0.0010310284774157621 0.0011410534024260954 0.0011073366215770264 0.0010701612521764048 0.0012157434249602242 0.0010222953261223022 0.0012338995520089482 0.0017567271394165473 0.0013950834085534325 0.0014887041421287033 0.0014036334632465675 0.0012572409412356933 0.0015542544168201146 0.00114249586934978 0.0010626519385716904 0.0012680948808458936 0.0012845364786260305 0.0011741955197104303 0.0013819044704472816
leaf_count=113 577 61 152 57 238 83 77 76 109 318 429 64 55 734 70 30 213 66 65 45 109 92 77
internal_value=0 -8.81231e-05 -0.000274242 -0.000140241 -0.000596189 -0.000916855 0.000504189 0.000836494 0.000413919 0.000349593 -0.000475205 -0.00132728 0.00123072 -0.00201622 -0.000143752 -0.000654742 -0.00158904 0.000241515 0.000519645 0.00114235 0.00175931 0.000836852 0.000892379
internal_weight=0 0.0292837 0.0222821 0.0207463 0.0107448 0.00917581 0.00700159 0.00594587 0.00487571 0.0100015 0.00654606 0.00299063 0.00358988 0.00262976 0.00641162 0.00421513 0.0028115 0.00355543 0.00245774 0.00365997 0.00239187 0.00219649 0.00241293
internal_count=3910 3797 3320 2743 1843 1691 477 416 340 900 874 493 177 817 723 313 243 381 120 231 186 410 315
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=24
num_cat=0
split_feature=51 124 1 12 50 48 1 4 42 2 13 52 2 2 43 16 51 43 3 4 151 42 15
split_gain=0.000205716 0.000301654 0.000278658 0.000461954 0.000253475 0.000278248 0.000383655 0.000397604 0.000304924 0.000373283 0.000254602 0.000461233 0.000472675 0.000426692 0.000381933 0.000327134 0.000222486 0.000273448 0.0002508 0.000324683 0.000384317 0.000200273 0.000186488
threshold=-0.40274499999999996 0.10385500000000002 0.13662500000000002 0.11655500000000001 0.10625000000000001 0.12862000000000004 0.11477000000000001 0.24280000000000004 -1.0000000180025095e-35 0.096540000000000015 -0.037444999999999992 0.11401500000000002 0.097940000000000013 0.10393500000000001 -0.072649999999999978 -0.013279999999999998 -0.07742499999999998 0.083940000000000015 -0.010319999999999998 0.0057500000000000008 -0.0088999999999999982 0.086635000000000004 -0.03231499999999999
decision_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 8 -8 9 -2 11 12 15 -14 21 -10 -16 18 -18 -20 -21 -12 -17
right_child=1 -3 -4 -5 -6 -7 7 -9 10 -11 14 -13 13 -15 16 22 17 -19 19 20 -22 -23 -24
leaf_value=-0.0016408162907874896 -0.0026647924701885435 0.0020573874306302974 0.0015542004957836354 -0.0022641970608411328 -0.0018182187110030194 -0.0018374916295476719 4.5131335590207098e-05 0.0032747006064400078 0.00033341779765171266 0.00042128194482687832 0.0031686254415422919 -0.0025644729702255747 0.0028842349611797129 -0.00013645794921602708 -0.0013520106362347973 -0.00071865600166187704 0.0025162120420828575 -0.0011643841806648612 -0.00092479816675686461 -0.00056769101812136384 0.0023726597548865119 0.0008576903253361875 -0.0029654111077452761
leaf_weight=0.0011022565926099839 0.0012924301200583346 0.0010338956865680862 0.0015066622122530396 0.0013952859297815525 0.0010770114529634603 0.0010581894366330493 0.0011014537396913928 0.0011125374831415513 0.0019996992833770585 0.001016771154045415 0.0010601338280169514 0.0011580556202138714 0.0012675382316000849 0.0014621813884931889 0.0011733482538689444 0.0011059953087267926 0.0010252262961691905 0.0012397451009782401 0.0016275174600473077 0.0010570059379375607 0.0016574475189088389 0.001119435853802031 0.001041512747912865
leaf_count=145 665 42 199 133 358 52 85 123 528 169 90 255 44 133 150 181 88 26 71 40 43 30 260
internal_value=0 3.6746e-05 -3.90704e-05 -0.000131226 -1.05075e-05 7.20726e-05 0.000161809 0.001668 -2.42928e-06 -0.00130595 0.000164846 -0.000339772 3.4862e-05 0.00126619 0.00057194 -0.000775608 0.000177005 0.000448548 0.000821112 0.000420864 0.00122769 0.00198172 -0.0018083
internal_weight=0 0.0285891 0.0275552 0.0260485 0.0246532 0.0235762 0.022518 0.00221399 0.020304 0.0023092 0.0179948 0.00803498 0.00687693 0.00272972 0.00995986 0.00414721 0.00778029 0.00660694 0.0053672 0.00434197 0.00271445 0.00217957 0.00214751
internal_count=3910 3765 3723 3524 3391 3033 2981 208 2773 834 1939 1401 1146 177 538 969 418 268 242 154 83 120 441
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=45 14 52 133 151 481 1348 1456 1 13 39 51 42 156 2 133 457 15 160 34 1375 0 376 158 4 15 49 3 1 3
split_gain=0.00110157 0.00155075 0.000960427 0.00111119 0.00102837 0.0010017 0.000938883 0.000903782 0.00081002 0.000757981 0.000766865 0.00110283 0.000753862 0.00121105 0.000793071 0.000679445 0.000701948 0.00123608 0.000792895 0.000788543 0.000859483 0.000755868 0.000765278 0.000699782 0.000710513 0.000797521 0.00077135 0.000741657 0.000692293 0.00100916
threshold=-0.080134999999999984 0.077685000000000018 -0.42985499999999993 -0.26719999999999994 -0.52174999999999983 1.0000000180025095e-35 0.090050000000000005 -1.0000000180025095e-35 0.11368000000000002 -0.0024749999999999993 0.15608500000000003 -0.24460499999999999 -1.0000000180025095e-35 0.013700000000000002 0.096540000000000015 0.10681500000000001 -0.0034949999999999994 0.10043500000000001 -0.098319999999999991 -0.085789999999999991 -0.43271999999999994 -0.22384499999999996 0.048375000000000008 0.085745000000000002 -0.49837999999999999 -0.19153499999999998 -0.088729999999999989 0.10666500000000002 0.094890000000000016 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -10 11 -11 13 14 -9 16 -14 18 -18 -20 -21 -22 23 24 -23 -26 -27 28 29 -28
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 -13 15 -15 -16 -17 17 -19 19 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0014007545711485134 -0.00097708497710313606 -0.0011833675062160706 -0.0013114044810754934 -0.0011748381840306506 -0.00087718519999309039 -0.0012542680371160967 0.001355533624998776 -0.0014004958923053497 0.00085223067757249035 -0.0014005488308831439 0.0011743220830695007 0.00020892532218567549 -0.00047796384257381668 0.00078715400112721516 -0.00018186638887001302 -0.00077284942002227481 -0.00060833424230844412 -0.0011200062774266901 -0.00062023073971145544 -0.00062077806728132894 0.0010901073875032835 -0.00060674708889184813 0.001292945181640356 -0.00079492592446411435 -0.00040878335834743931 -0.00038988704043446584 0.00052833653754342049 0.0013694491114873697 0.001228854082688806 -0.00072117394363155536
leaf_weight=0.0010303834137630466 0.00197590960025562 0.0023172425087345508 0.0012130126697285073 0.001329547412680653 0.0019039742884321411 0.0010970806487735621 0.0011384227114810122 0.0022225206836270486 0.0048797402729405803 0.0010247320223015777 0.0011349765416071023 0.004504705208386639 0.0033708160110466059 0.0011651006309740808 0.0019801831851431473 0.0017196232993472718 0.0019537684507424649 0.0013417441162135715 0.0016638903706933652 0.0015992030178324504 0.0030580929379766383 0.0014447554700893579 0.0015529596028152062 0.0011359615708736994 0.0020335061513687613 0.0016183667176363778 0.0079418028861519691 0.0022395093544105302 0.002037618900985195 0.0015081550797902384
leaf_count=15 345 122 215 50 275 95 37 545 306 18 32 112 181 50 137 268 116 118 38 17 42 48 61 60 32 40 434 26 41 34
internal_value=0 -5.87159e-05 -1.65391e-05 1.51919e-05 4.26519e-05 7.09159e-05 9.67967e-05 7.07595e-05 0.000104729 0.000432899 0.000125861 -8.93473e-05 1.36336e-05 -0.000476106 -0.000826316 8.62135e-05 0.000129033 0.000194761 0.000253983 0.000314512 0.000373943 0.000438686 0.000346084 0.000272413 0.000336824 0.000415266 0.000524465 0.000632263 0.000488549 0.000328922
internal_weight=0 0.0641069 0.0617897 0.0598138 0.0586008 0.0572712 0.0561741 0.0550357 0.0531317 0.0115442 0.00666441 0.00552944 0.0415876 0.0053678 0.0042027 0.0362198 0.0345002 0.0311293 0.0297876 0.0278338 0.0261699 0.0245707 0.0215126 0.0199597 0.0188237 0.017379 0.0153455 0.0137271 0.0114876 0.00944996
internal_count=3910 3895 3773 3428 3213 3163 3068 3031 2756 468 162 130 2288 732 682 1556 1288 1107 989 873 835 818 776 715 655 607 575 535 509 468
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=24
num_cat=0
split_feature=52 47 376 52 42 51 1429 50 15 47 3 1 16 12 43 42 51 160 151 4 1 3 3
split_gain=0.000188937 0.000436393 0.000348319 0.000287742 0.000310948 0.000360746 0.000739331 0.000320727 0.000380911 0.000320498 0.000330605 0.000257766 0.000462551 0.000412544 0.000392258 0.000666968 0.000315804 0.000310568 0.00028339 0.000460892 0.000207647 0.000105641 9.43809e-05
threshold=-0.24456499999999998 0.10843500000000002 0.088415000000000007 -0.15154999999999999 -1.0000000180025095e-35 -0.07742499999999998 0.083985000000000018 0.10424500000000002 -0.26361999999999991 0.086425000000000016 0.092005000000000017 0.099595000000000017 -0.27337499999999998 0.099370000000000014 -0.18906999999999999 0.087065000000000017 0.10680500000000001 0.092810000000000017 -0.066074999999999981 -0.060264999999999992 0.089605000000000018 0.086245000000000016 -0.083884999999999987
decision_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 -2 20 6 -6 8 -7 11 -11 13 -13 14 -10 17 -14 18 -16 22 -5 -21 -20
right_child=2 -3 -4 4 5 7 -8 -9 9 10 -12 12 16 -15 15 -17 -18 -19 19 21 -22 -23 -24
leaf_value=-0.0023861654321392883 0.0019606173917428335 0.0007093842121957786 0.002227410715160636 -0.002710700704929553 -0.0034080107659520986 0.0020111393191384053 0.0010105426806070873 -0.0015052247967036159 0.0025651077600559249 2.033667525723634e-05 -0.0025372837833869894 -0.00055034454989173482 0.0033406315309159112 -0.0021247174098423106 0.0025597186497973261 -0.0025272702705939304 0.00059230800990749154 -0.0014002024912842027 0.0023738436706304956 -0.0017053915689648233 -0.00041934104124143268 -9.3095236323160269e-07 0.00079658792983079165
leaf_weight=0.0014665043104609135 0.0010272995332734061 0.0012041447300208397 0.0010464257908275867 0.0010202176063076321 0.0012199969168767968 0.0017846856144236789 0.0010009052303345811 0.001480857596869444 0.0010324190210369011 0.0019528733411640067 0.0011755092811540635 0.0013532889070635434 0.001480237509007055 0.0010918938506828688 0.0011780951867237377 0.0012151448438122991 0.0010290822082552609 0.0010055094716179269 0.0012222837143901488 0.0010178381853855958 0.0013135531081929219 0.001096968159458811 0.0010027300818284957
leaf_count=387 119 62 76 753 222 198 102 277 22 127 44 93 148 102 48 572 22 60 55 136 169 21 95
internal_value=0 -0.000990441 7.24459e-05 -1.5293e-05 -9.75595e-05 4.0695e-05 -0.00141668 0.000201569 0.000337176 0.000159917 -0.000940705 0.000410776 0.00124519 8.39932e-05 0.000358954 6.46263e-05 0.00221353 0.000547429 0.000902339 0.000452424 -0.00142102 -0.000821273 0.00166303
internal_weight=0 0.00267065 0.0267478 0.0257014 0.0246741 0.0223403 0.0022209 0.0201194 0.0186386 0.0168539 0.00312838 0.0137255 0.00386261 0.00986288 0.00877099 0.00773857 0.00250932 0.00652342 0.00551792 0.00433982 0.00233377 0.00211481 0.00222501
internal_count=3910 449 3461 3385 3266 2344 324 2020 1743 1545 171 1374 263 1111 1009 987 170 415 355 307 922 157 150
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=23
num_cat=0
split_feature=14 157 4 42 0 159 48 42 160 43 1 12 3 0 49 15 1 42 3 16 4 4
split_gain=0.000191935 0.00023277 0.000288952 0.000223254 0.000401624 0.000371981 0.000257831 0.000305273 0.000301099 0.000321051 0.000302902 0.00029522 0.000301989 0.000353271 0.000261448 0.000400831 0.000238761 0.000235089 0.000210845 0.000194542 0.00016286 0.000135179
threshold=0.077685000000000018 -0.073574999999999988 -0.0017649999999999999 -1.0000000180025095e-35 -0.017269999999999997 0.10497500000000001 0.12675000000000003 0.11315500000000002 -1.0000000180025095e-35 -0.074254999999999988 0.10004000000000002 -0.036459999999999992 -0.11266 -0.10131499999999999 -0.073619999999999977 -0.095799999999999982 0.11561500000000001 0.084100000000000022 0.10666500000000002 -0.071319999999999981 -0.0048949999999999992 -0.060264999999999992
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 16 6 7 8 19 10 17 -11 21 14 -14 -16 -3 -10 -15 -5 -19 -13
right_child=-2 3 -4 5 -6 -7 -8 -9 9 11 -12 12 13 18 15 -17 -18 20 -20 -21 -22 -23
leaf_value=0.00016066127549823912 -0.0014649507025301183 -0.0030809285513745894 0.0027064102404487883 -0.0020943936527994828 0.00089754191264394595 -0.0021886808423546697 -0.0013685026760151162 -0.0017187231493234402 0.0023120014206625588 -0.0016868015918755021 0.0029741073528925213 0.0026209648513733216 -0.00071908390271710086 -0.0023001741777598306 -1.7248075852291562e-05 0.0026537108290367582 -0.00062217852826601061 -0.00068231796812540959 4.9553116319096998e-05 8.088448234860021e-05 0.0012690398805715948 0.00078360622638865929
leaf_weight=0.0017796761221772761 0.00127919110183805 0.0011832424025021715 0.0010174353177288533 0.0010139395464765499 0.001115617816576985 0.0010062225811409134 0.0014400047942082486 0.001023415503718871 0.00110431816747891 0.0010396927694289416 0.0013305545395141394 0.0010878677843741968 0.0014180341473704061 0.0011794510873740123 0.0017336939927545814 0.0015407739721613424 0.0011126371671181801 0.0013705886894304076 0.0010463579306652093 0.0014514292863213032 0.0011354327828181354 0.001248753335715942
leaf_count=390 126 878 100 159 46 203 96 246 54 74 165 64 47 423 63 75 49 87 47 387 74 57
internal_value=0 4.51161e-05 0.00108666 -7.33985e-05 -0.000977996 7.23717e-05 0.000185201 0.000304689 0.000421677 0.000621591 0.00142001 0.000238389 0.000454664 5.46503e-05 0.000647667 0.00123955 -0.00188936 0.000847266 -0.00119556 -0.000813749 0.000201807 0.00163903
internal_weight=0 0.0273791 0.00279711 0.024582 0.0034115 0.0211705 0.0201643 0.0187243 0.0177009 0.0152355 0.00494089 0.0102946 0.00925493 0.00691831 0.0046925 0.00327447 0.00229588 0.00361034 0.00222581 0.00246537 0.00250602 0.00233662
internal_count=3910 3784 490 3294 973 2321 2118 2022 1776 1230 380 850 776 655 185 138 927 215 470 546 161 121
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=45 14 156 158 1 157 403 403 151 52 52 12 1374 4 453 447 11 133 156 2 3 131 4 1 3 12 16 16 1374 14
split_gain=0.00111762 0.0013288 0.00100466 0.00080831 0.000778273 0.00105592 0.000741654 0.000721711 0.000755084 0.000790282 0.00109156 0.00110693 0.000712507 0.000687282 0.000663971 0.000692993 0.000661128 0.000675701 0.000780826 0.000908464 0.00118468 0.000995724 0.000720242 0.000695533 0.000688303 0.00064905 0.000628133 0.00050301 0.000729547 0.000566233
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.11034000000000001 0.076710000000000014 -0.077044999999999988 -1.0000000180025095e-35 0.090530000000000013 -0.083919999999999981 0.11401500000000002 0.10701500000000001 0.10058500000000002 0.090240000000000015 -0.49269499999999994 0.090755000000000016 0.088810000000000014 0.088315000000000018 0.085355000000000014 0.085320000000000021 1.0000000180025095e-35 0.082730000000000012 0.097135000000000013 -0.12499499999999999 0.095575000000000007 -1.0000000180025095e-35 0.091405000000000014 -0.077349999999999988 -0.063614999999999991 -0.094679999999999986 -0.24168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -4 8 -8 10 11 13 14 -10 15 16 17 18 19 21 22 23 -21 -7 26 -15 -25 28 -22 -30
right_child=1 -3 3 -5 5 12 7 -9 9 -11 -12 -13 -14 25 -16 -17 -18 -19 -20 20 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012687406403528046 -0.0012683689041384824 -0.001055039413039233 -0.0010491847675403805 -0.0011171091397734047 0.00072481051864706073 -0.0011220578351920161 -0.00099605727792841255 -0.0011280007512582805 -0.00081887482293479868 -0.00083951272169890132 0.0012524332623429254 -0.0010205805044471591 -0.00097190001628182315 1.8096441561269693e-05 -0.00092370665538430948 0.00096208590238804363 -0.00056661292740755524 0.00091106057202995281 -0.00080238881443676132 6.3603641812742134e-05 -0.00046120692903870293 0.00089296537095070246 0.0012574528177584649 -0.00015013490791891484 0.00033148764311014868 0.00069533720491807359 -0.0011586827534226254 -0.00046541565431866582 -0.00022263038038099461 0.00069462842868916227
leaf_weight=0.0010499290776806438 0.0010127402252386722 0.0020491814797503052 0.0014663635322703641 0.0010129286963260755 0.0042806947657609831 0.0013656785233848731 0.0012442646061305842 0.001054278614334935 0.0010637524081857893 0.0015115463291937034 0.0012587600426314802 0.0014700980379736004 0.0010512233654083039 0.0065567613205679311 0.0010086610438904122 0.0015028874756453084 0.0023476306924266046 0.0016919293033073038 0.0015063962308863301 0.0011223802510755831 0.0017492541923900271 0.0013152913078791082 0.0029479757222716793 0.0034893858884412765 0.0030419387753504168 0.0034869929728520432 0.0013887111152897091 0.0019393021115803313 0.0014301701972652134 0.004454456486088886
leaf_count=15 193 122 644 151 179 237 185 217 16 188 11 77 35 380 37 84 73 294 109 21 21 68 118 55 45 98 62 41 25 109
internal_value=0 -5.10615e-05 -1.60565e-05 5.90116e-06 2.59469e-05 0.000131798 -0.000182478 -0.000110457 -4.58018e-05 3.1236e-05 0.00012636 1.36637e-05 5.56879e-05 0.000150548 8.91293e-05 0.000121775 7.93829e-05 0.000134645 8.36321e-05 0.000138684 0.000355096 -0.00013984 0.000928255 -0.000286134 -0.000141993 0.000253221 -0.000437251 0.000111399 0.000257932 0.000471702
internal_weight=0 0.0608216 0.0587725 0.0577597 0.0567468 0.037634 0.0191128 0.0176465 0.0165922 0.0153479 0.0138364 0.0125776 0.0333533 0.0111075 0.032302 0.0312934 0.0297905 0.0274429 0.0257509 0.0242445 0.0136435 0.010601 0.00407036 0.00928571 0.00792004 0.0100438 0.0048781 0.00957318 0.00763388 0.00588463
internal_count=3910 3895 3773 3580 3429 1613 1816 1172 955 770 582 571 1434 494 1399 1362 1278 1205 911 802 335 467 139 399 162 478 117 196 155 134
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=158 46 14 52 160 403 1374 133 1 0 157 157 16 1374 43 151 49 38 39 150 48 2 51 133 16 3 16 16 2 12
split_gain=0.000934432 0.000793576 0.00104215 0.000768726 0.000692595 0.000689648 0.000664062 0.000617207 0.000611279 0.000772843 0.000732793 0.000819442 0.000545872 0.000542306 0.000554788 0.000571798 0.000598814 0.000810148 0.00070927 0.000757469 0.000600479 0.000670743 0.000660295 0.000540926 0.000538691 0.000476102 0.000484336 0.000476299 0.000725969 0.000443192
threshold=0.11034000000000001 -0.046924999999999994 0.077685000000000018 -0.42985499999999993 -0.40446999999999994 0.090530000000000013 0.090240000000000015 -0.24354499999999998 1.0000000180025095e-35 -0.084074999999999997 -0.077044999999999988 -1.0000000180025095e-35 -0.50388999999999984 -0.095439999999999983 -0.27619499999999997 -0.40391999999999995 0.10960000000000002 0.083695000000000006 0.085060000000000011 0.093965000000000007 0.085875000000000021 0.10457000000000001 0.10876000000000001 0.10681500000000001 0.0015250000000000001 0.10666500000000002 -0.083564999999999987 0.025915000000000004 0.096540000000000015 0.086205000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -6 9 12 -10 -12 -9 -13 -15 -16 17 18 19 20 22 -22 -17 25 -14 26 29 -28 -29 -11
right_child=-2 2 -4 4 5 -7 -8 8 10 23 11 13 24 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011442855071076049 -0.0012670754100566669 -0.00093779403961962002 -0.0010839277881174569 -0.00079419078842796729 -0.00092001706974241873 -0.00090617047920065114 -0.00097204268558350772 0.00032661502461967527 0.00086523160601001761 0.0012865725400208617 -0.0010047498335781387 -0.00053768150843355462 -0.0012288887719173951 -0.00055465723538845565 -0.00066508563413624324 0.00047666582940626072 0.001097071775529585 -0.0006762543684536975 0.0012344874709511826 0.0010941858502768098 -0.0010973033654447313 0.00030943402366723216 -0.00053731301484956915 -0.00080925713832304244 -2.6628235719672039e-05 0.00099371292140191018 -0.00086047431314456796 -0.00053016656313116864 0.0006075000797159197 3.2553474115386103e-05
leaf_weight=0.0011773030774904205 0.0011524968206118027 0.0015984746751409587 0.0017398613802359622 0.0018404606195796527 0.0010606523237450807 0.0013481349587729499 0.001086633861355323 0.0010276223757150768 0.0036426187948102031 0.0011191094209812586 0.0010711015058575404 0.0016182106420359324 0.002261719602790202 0.0013975926677787234 0.0010261787103047473 0.0091365413600650314 0.0021970815873881824 0.0014628091181521077 0.0018255343036646101 0.0020924473927976814 0.0013550344183883576 0.0013044701601288011 0.00146063695358123 0.001066525980222722 0.0010796466065228216 0.0014083969672356042 0.0012709346508512614 0.0019516308969542706 0.0025201293107599554 0.0010917620167463227
leaf_count=31 167 345 114 273 159 291 52 45 148 14 74 30 573 34 27 458 62 33 205 83 32 34 29 195 51 9 206 35 50 51
internal_value=0 7.15089e-06 -1.80791e-05 1.80541e-05 4.87819e-05 8.11828e-05 0.000109787 0.000135652 0.000160878 -7.15005e-05 0.000277085 0.000194519 -0.000565924 0.000246156 0.000300692 0.000355376 0.000405637 0.000324127 0.000409332 0.000311193 0.000187605 -0.000407308 0.000336906 0.000135637 -0.00084042 0.00024328 0.000110396 -0.000104013 0.000110983 0.000667319
internal_weight=0 0.0542393 0.053062 0.0513221 0.0497236 0.0478832 0.046535 0.0454484 0.0443877 0.0147975 0.0295903 0.0259476 0.00436899 0.0248765 0.0232583 0.0218607 0.0208346 0.0186375 0.0171747 0.0153491 0.0132567 0.0026595 0.0105972 0.0104285 0.00334137 0.00936196 0.00795357 0.00574269 0.00447176 0.00221087
internal_count=3910 3743 3712 3598 3253 2980 2689 2637 2478 1229 1249 1101 669 1027 997 963 936 874 841 636 553 66 487 560 624 365 356 291 85 65
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=24
num_cat=0
split_feature=1 4 2 15 2 12 47 14 157 16 39 1 52 15 4 48 3 16 42 3 15 1429 3
split_gain=0.000193431 0.000293683 0.000350664 0.000317668 0.000269743 0.00057139 0.000212171 0.000255643 0.00032388 0.000289315 0.000378371 0.000275739 0.000267047 0.000515266 0.00038942 0.000222593 0.00030219 0.00020906 0.000213746 0.000164093 0.000155002 9.45908e-05 8.26922e-05
threshold=0.077800000000000022 -0.084009999999999987 0.10836000000000003 0.024640000000000006 0.10393500000000001 0.085185000000000025 0.086425000000000016 0.073890000000000011 -0.059294999999999994 -0.10808 0.005105000000000001 0.10915500000000002 -0.081429999999999989 -0.095799999999999982 0.0037100000000000002 0.11462500000000002 0.10856000000000002 0.51388000000000011 1.0000000180025095e-35 -0.080884999999999985 -0.048914999999999993 0.079110000000000014 -0.028189999999999996
decision_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 22 5 -3 7 8 21 11 12 -10 -11 -14 -15 16 17 18 -8 -7 -13 -2 -1
right_child=6 4 -4 -5 -6 19 15 -9 9 10 -12 20 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0020386445581399683 0.0012135842656673796 -0.0025654672860773568 0.0020304314849718219 0.0013035495358107083 -0.0027439069729565404 -0.00059895601114310162 0.00010828651056299943 -0.0012067363397212049 0.0024616296600431381 0.00078703973368955031 0.0015166133748893897 0.0013937882929440887 -0.0033179458738472807 -0.0014302709956071462 0.0015554640316894647 0.00084259833623235106 -0.0026711033568403006 0.0010021272095906567 -0.0022316675844339467 0.0014611730164645871 -0.00067694200872441413 0.0028086286527018306 -0.00053246745562622448
leaf_weight=0.0010310675512883449 0.0011643896817581387 0.0013722762652756959 0.0011611827375648254 0.0010427985773626136 0.0011446075465422201 0.0010084424788780744 0.0012242430386164562 0.0012281250402754748 0.0014892774620953739 0.0014110430064946397 0.0015546470193488204 0.001010851056882256 0.0011236577391358091 0.001588015550982644 0.0010560191964357202 0.0015402323880224777 0.0010097198662393225 0.001177534103686817 0.0010554358422609766 0.0012662304719214812 0.0010916409107384339 0.0010063793202306215 0.0010874051569516041
leaf_count=44 149 369 26 342 319 495 83 95 94 184 138 195 41 443 33 101 26 37 135 409 52 79 21
internal_value=0 -0.000480469 0.000239691 -0.000418075 -0.00113012 -0.000623634 0.000190711 0.000452127 0.000615163 0.000333884 -0.000131967 0.0012072 -0.000626868 -0.00115639 -0.000237778 -0.000406522 -0.000837228 -0.000301623 -0.000975055 0.000547845 0.000318638 0.00195305 -0.00126553
internal_weight=0 0.00911401 0.00432245 0.00316127 0.00479156 0.00364695 0.0197312 0.013724 0.0124959 0.0103252 0.00673338 0.00359177 0.00517874 0.00376769 0.00264403 0.00600717 0.00446693 0.00345721 0.00227968 0.00227467 0.00210249 0.00217077 0.00211847
internal_count=3910 2025 433 407 1592 1273 1885 1503 1408 1180 839 341 701 517 476 382 281 255 218 904 247 228 65
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=45 14 52 133 158 453 1348 1 13 52 133 52 4 4 15 39 49 4 13 457 2 49 2 41 12 43 0 15 133 160
split_gain=0.00140341 0.00166907 0.00116839 0.0010525 0.000929171 0.00086184 0.000942458 0.000873096 0.00112583 0.00101864 0.0013308 0.000920903 0.00106764 0.000957621 0.000861706 0.000850343 0.00108128 0.00188512 0.000805102 0.000659789 0.000690056 0.00096618 0.000857681 0.000666844 0.000672037 0.00075318 0.000690582 0.000601601 0.000577854 0.000576093
threshold=-0.080134999999999984 0.077685000000000018 -0.42985499999999993 -0.26719999999999994 0.11034000000000001 0.10097500000000002 0.090050000000000005 0.11368000000000002 -0.0024749999999999993 0.11401500000000002 0.10681500000000001 0.10062000000000001 -0.49837999999999999 -0.14301 0.10043500000000001 0.15608500000000003 0.14121000000000003 0.22584000000000001 0.0024700000000000004 -0.0034949999999999994 0.097940000000000013 0.0068800000000000016 0.11230000000000001 0.079885000000000025 -0.0089849999999999982 -0.030974999999999996 -0.070174999999999987 -0.09547499999999999 -0.0056849999999999991 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 10 11 12 -5 -14 19 16 17 -10 27 -15 21 23 -22 24 25 -21 28 -11 -26 -30
right_child=1 -3 3 4 -6 -7 -8 8 15 18 -12 -13 13 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.001400955219106863 -0.0010178031503010982 -0.0011840494911503905 -0.0012863123275885049 -0.0010892556462112966 -0.0012443513938729563 -0.0011578298407923218 0.0014004905414084512 0.00092575206735206832 -0.0012602545619436398 -0.00027190164110109442 -0.0012161277465489279 0.00099280349247335051 0.00067181218653722581 -0.00059400490103506316 -0.0011655807196944139 0.001168286111808522 0.00098730229075771306 0.00046494703499389402 0.00040748708179473233 0.00016206984284451723 0.00088329602174030801 -0.0012079858113432911 -0.00021644314268502439 -0.0010134425124840754 -0.00083045330664253253 -0.0014005576304664848 0.0010699787025231643 -0.0014004369158993877 0.00040960959675734277 -0.00067357745846613416
leaf_weight=0.0013206019111748893 0.002181684859652532 0.0024781887800635607 0.0011745433568134392 0.0015209907234350261 0.0010628295371635224 0.0010864603162872291 0.0010740415317087573 0.0048835323438964906 0.0026120540920828716 0.0015945978098415026 0.0015369624743040147 0.0021974539756195446 0.0050343942434949327 0.0027023335989388988 0.0011770895546305829 0.0011491059493877742 0.0013158834333353298 0.0023678326533200789 0.0011548219915145097 0.0014273183360273833 0.0043154605760662426 0.0012301340688602993 0.0020517333254872483 0.0010149611954091151 0.0010487346999852347 0.0010496355638451851 0.0019224164620937094 0.0022099655173799517 0.0074985528766340227 0.0011046431774470733
leaf_count=15 345 122 215 77 149 27 36 299 50 55 361 54 79 173 43 31 22 66 75 46 118 208 72 32 423 25 18 323 296 55
internal_value=0 -5.76087e-05 -1.16198e-05 2.58927e-05 5.27698e-05 7.72651e-05 0.000101577 7.57995e-05 0.000403269 -2.08017e-05 5.94189e-05 0.000114963 5.66816e-05 0.000111878 5.67569e-06 6.05414e-05 -0.000141645 -0.000439957 -0.000616592 6.00271e-05 0.000138012 -1.47212e-05 0.000528921 8.27067e-05 0.000161884 -0.00050011 0.000303554 -0.000927437 0.000150902 0.000270529
internal_weight=0 0.0631784 0.0607002 0.0585185 0.0573439 0.0562811 0.0551947 0.0541206 0.0123284 0.0417922 0.0368328 0.0352959 0.0330984 0.0315774 0.026543 0.00744488 0.00629577 0.00497989 0.00495939 0.0253659 0.0226636 0.0162964 0.00636719 0.0150663 0.0140513 0.00247695 0.0115743 0.00380456 0.00965193 0.0086032
internal_count=3910 3895 3773 3428 3213 3064 3037 3001 468 2533 2080 1719 1665 1588 1509 169 138 116 453 1466 1293 1103 190 895 863 71 792 378 774 351
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=45 14 156 1373 453 1348 4 11 401 1456 1 106 31 2 3 2 1 11 0 2 2 13 457 14 3 16 1375 16 12 40
split_gain=0.00170333 0.00171382 0.00112173 0.00109444 0.000979776 0.00125364 0.00113661 0.00105033 0.00099382 0.00101613 0.000974548 0.00110538 0.00100152 0.00107365 0.0020216 0.00110559 0.00107854 0.000933295 0.000818195 0.00149907 0.0013267 0.000725342 0.00067051 0.000623588 0.00128284 0.000692296 0.000662087 0.000752894 0.000607697 0.000689927
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.099250000000000019 0.10963500000000002 0.090050000000000005 0.51224500000000017 0.088315000000000018 0.087020000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.092305000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.082730000000000012 -0.10017999999999999 0.10113500000000002 0.079700000000000007 0.18055000000000002 0.10393500000000001 0.097940000000000013 -0.089189999999999978 0.084715000000000013 -0.13131999999999996 0.16699000000000003 0.041215000000000009 -0.43271999999999994 -0.19424999999999998 -0.036459999999999992 0.057150000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 18 12 -12 15 17 -14 -17 -15 19 20 22 -22 -11 -16 25 26 -25 -28 -18 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 -13 13 14 23 16 28 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0011493950909385177 -0.0011487992487284593 -0.00094718533718210376 -0.00069089411138551513 -0.0010637876180677899 -0.0010468308121651445 0.0011160833212680028 0.0010963427622068251 -0.00065317852646251987 -0.00096166721058771483 -0.00045010239922131911 0.0011490684890046318 -0.00090313787747972336 0.00093329661468544362 0.00104923643283092 -0.00040928099636515004 -0.001074251410963026 -0.00080174705711217892 2.3092155425309635e-05 0.00038263968671125963 -0.00090831844539151216 0.0010258304757395629 -9.8630591133404687e-05 0.00037992853411458142 -0.00047623218873373355 0.0011488323174361225 -0.00078843455309351334 -0.00024041713397364361 0.00060652434354720554 -7.6946168465975401e-05 0.00094530210552762318
leaf_weight=0.001563176630952511 0.0011533362426539009 0.0027776770936318576 0.0023542896639405777 0.0012649017601482617 0.0011254019730131395 0.0013831439953442262 0.0012448822691144548 0.0031974552510121148 0.0013189582157844262 0.0066673768844595083 0.0015051387059834545 0.0011687996728824137 0.0012104149958140917 0.0056763248387063916 0.0027185138429786102 0.0016593376164473215 0.0012249101750967384 0.0014732028718640322 0.0033098988478741367 0.003484483131862782 0.0019254278260802948 0.001247484226986729 0.0015907127968652901 0.0017000611333060104 0.0016196815974183218 0.0011626764319920832 0.0020515053213330265 0.0042638718430225665 0.0057776989525848421 0.0010259537884849124
leaf_count=15 193 122 300 30 18 46 162 95 263 1062 66 11 54 184 36 374 17 49 20 249 15 88 69 14 77 66 44 46 121 4
internal_value=0 -6.33949e-05 -2.59191e-05 -5.79466e-06 1.5418e-05 3.47113e-05 1.00214e-05 -1.27706e-05 2.3706e-05 4.74149e-05 8.05464e-05 0.000194777 0.000233581 0.000189926 0.000343782 -0.000101821 -0.000231149 0.000837793 -0.000134046 -0.000248704 -4.76356e-05 0.00058373 -0.000290218 8.24717e-05 0.000206278 3.99436e-05 0.000160104 0.000331401 -5.68973e-05 7.72033e-05
internal_weight=0 0.0682835 0.0655058 0.0643525 0.0630876 0.0619622 0.0605791 0.0593342 0.0561367 0.0548178 0.0524635 0.0342381 0.0330693 0.0315642 0.0206658 0.0108983 0.0096879 0.00714953 0.0182254 0.0149155 0.011431 0.00317291 0.00825809 0.0135163 0.0107978 0.00917811 0.00801544 0.00631538 0.00802856 0.00680365
internal_count=3910 3895 3773 3580 3550 3532 3486 3324 3229 2966 2666 1163 1152 1086 516 570 516 233 1503 1483 1234 103 1131 283 247 170 104 90 142 125
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=24
num_cat=0
split_feature=52 42 376 52 158 160 4 159 51 43 156 150 42 34 160 1 457 12 3 4 3 0 1
split_gain=0.000200396 0.000356375 0.000309815 0.000247225 0.000259078 0.000298487 0.000363304 0.000286393 0.000197784 0.000188024 0.000203629 0.000346785 0.000243821 0.000276114 0.000212515 0.000328281 0.000251023 0.000187862 0.000297173 0.000193715 0.000161697 0.00020509 0.000101425
threshold=-0.24456499999999998 0.091735000000000025 0.088415000000000007 -0.15154999999999999 0.084965000000000027 -0.11175999999999998 -0.49837999999999999 0.088320000000000023 -0.069879999999999984 0.098320000000000005 0.084090000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0011599999999999998 0.087825000000000014 0.093575000000000019 0.081330000000000013 0.10058500000000002 0.090325000000000003 0.25367000000000006 -0.14218999999999996 -0.072264999999999982 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 9 -9 10 11 -8 -13 -14 16 -16 17 18 20 -20 -15 22 -22
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 -12 12 13 14 15 -17 -18 -19 19 -21 21 -23 -24
leaf_value=-0.0025346026048008231 0.0020604801344180925 0.00063616450325190102 0.0023757141111096988 -0.0018283266819024567 -0.0018141954283384988 -0.0023132892412507269 -0.0020343070466320866 0.00045106796350055835 0.0031266159588394936 -0.0013825844359139686 -0.001535079782403371 -0.0011671667104909084 -0.0013034880442202761 0.00053889665470184327 -0.0018766630563264407 0.001459698632072073 0.0031289931945552257 -0.00038064041465258339 -0.0010376124111070909 0.0013784901776338881 0.000611577908657483 0.0039176684753255342 0.0023791792561149378
leaf_weight=0.00149436031086314 0.0010223872995092078 0.001158911210183633 0.0010463499497634912 0.0015030028250793684 0.0015113295255654849 0.0010485175585053198 0.0010406706671548518 0.0010061442510611585 0.001029146371413602 0.0014375223150273611 0.0011186014531536772 0.0014111681809365071 0.001147470691751363 0.001271772953732148 0.0011601032452883695 0.0010209932456461956 0.0010686305476426136 0.0016466063110590623 0.0013958297830960475 0.0010868308494145218 0.0010179491158367974 0.0010452487856529441 0.0014480967436050207
leaf_count=348 119 101 76 366 377 76 82 67 143 223 185 574 98 47 53 42 80 119 44 45 387 102 156
internal_value=0 -0.00114966 8.73112e-05 -6.81838e-06 -9.3385e-05 2.01618e-05 0.00014998 0.000276881 0.00180396 0.000107204 0.000234077 0.000359636 0.000528874 0.0007087 0.000898546 -0.000314879 0.00116371 0.000928064 0.00122465 2.00814e-05 0.00184989 0.00232472 0.00164954
internal_weight=0 0.00265327 0.0264844 0.025438 0.0244156 0.0229043 0.0214013 0.0203528 0.00203529 0.0183175 0.01688 0.0157614 0.0147207 0.0133095 0.0121621 0.0021811 0.00998097 0.00891233 0.00726573 0.00248266 0.00478307 0.00351129 0.00246605
internal_count=3910 449 3461 3385 3266 2889 2523 2447 210 2237 2014 1829 1747 1173 1075 95 980 900 781 89 692 645 543
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=23
num_cat=0
split_feature=1 4 2 15 3 43 1373 2 50 47 14 48 16 16 2 52 0 0 0 47 13 133
split_gain=0.00018516 0.000250537 0.000304537 0.000248334 0.00024791 0.0002939 0.000208626 0.00023543 0.000322416 0.000261116 0.00029748 0.0003834 0.000593044 0.00036992 0.000457312 0.000260378 0.00019439 0.000171652 0.000163407 0.000145483 0.000211441 6.98467e-05
threshold=0.077800000000000022 -0.084009999999999987 0.10836000000000003 0.024640000000000006 0.10666500000000002 -0.077544999999999989 0.084345000000000017 0.14073000000000005 0.10625000000000001 0.086425000000000016 0.073890000000000011 0.085790000000000019 -0.094359999999999986 0.050115000000000007 0.090815000000000021 -0.080899999999999986 -0.10783 -0.070174999999999987 -0.071604999999999988 0.10589000000000001 -0.057284999999999996 0.058050000000000011
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 18 7 8 9 10 11 13 -13 14 16 -14 -2 -18 -3 -11 -21 -1
right_child=6 4 -4 -5 -6 -7 -8 -9 -10 19 -12 12 15 -15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=-0.00052409172143373943 0.0022533347251973653 -0.00174137326511658 0.0020379363548386942 0.0012123956812479211 0.00058250041055047492 -0.0032439605261847049 -0.0016321579098635356 0.0020722097507066034 -0.0020592868035407262 -0.0015366251909767334 -0.0013267488990085505 -0.0025972243045700731 -0.0003965674468428769 -0.00048915182887126975 0.0035353215029112466 0.0022741258214146018 -0.00095333679815177768 0.0014276007642238691 0.00045864670090835458 0.0010856144640280247 -0.00098164671417615471 -0.0020354514404314094
leaf_weight=0.0010508845626659991 0.0013487445898441282 0.0013481169764810175 0.0011399876300757228 0.0010196531877801895 0.0010676996401173255 0.001307392926365003 0.0010003765654664756 0.0011951298113967992 0.0010293274577244374 0.0015207514708155392 0.0011538018773986644 0.0011810486183776447 0.0012290789644548994 0.0013183394471401044 0.0019623098567373987 0.0012552477398095618 0.0010284366996755586 0.0010320037500113396 0.0010006179226642598 0.0016024722315588491 0.0017728177282450019 0.0010300510840317578
leaf_count=41 60 598 26 342 19 875 74 175 184 107 80 44 77 264 164 60 337 91 100 99 69 24
internal_value=0 -0.000512669 0.000215081 -0.000455125 -0.00116597 -0.00167658 0.000202759 0.000301291 0.000179895 0.000320391 0.000659785 0.000881129 -0.00019105 0.00146858 0.00194907 0.000952845 0.00103603 0.000239193 -0.000804112 -0.000477414 -1.81811e-07 -0.00127221
internal_weight=0 0.0089644 0.00424058 0.00310059 0.00472383 0.00365613 0.0196299 0.0186295 0.0174344 0.0164051 0.011509 0.0103552 0.00366538 0.00668983 0.00537149 0.00248433 0.00340919 0.00206044 0.00234873 0.00489604 0.00337529 0.00208094
internal_count=3910 2025 433 407 1592 1573 1885 1811 1636 1452 1177 1097 181 916 652 137 488 428 698 275 168 65
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=22
num_cat=0
split_feature=51 39 47 124 376 40 50 131 1 132 52 151 49 52 48 0 16 12 2 2 15
split_gain=0.000185147 0.000325086 0.000275538 0.000246018 0.000242156 0.000219938 0.000254761 0.000284545 0.000308916 0.000302379 0.000640345 0.000233139 0.000228827 0.000330643 0.000306861 0.000310496 0.000279163 0.000124565 0.000112328 0.000212522 9.41947e-05
threshold=-0.40274499999999996 0.11592000000000001 0.11939500000000002 -0.073304999999999995 0.084595000000000017 -0.068949999999999997 0.10119500000000002 0.08844500000000001 0.11327500000000001 0.079995000000000011 -0.094124999999999986 0.0014250000000000003 0.0047850000000000011 -0.081429999999999989 0.085575000000000012 0.12500000000000003 -0.15168999999999996 0.090385000000000007 0.088055000000000008 0.079395000000000007 -0.092669999999999988
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 -5 7 8 9 10 -7 20 13 -12 15 16 17 -15 19 -18 -10
right_child=1 -3 -4 5 -6 6 -8 -9 11 -11 12 -13 -14 14 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.0017030588221005343 0.0023064930433713722 0.0021748137183896813 -0.0017361691906016537 -0.0017720349366491506 -0.00016306093761471794 -0.0027802425526576133 -0.0019662946151989906 -0.0017605808349361841 0.0030310986615480874 0.0018523087677547573 0.0015400521978832273 -0.0001828511082849638 0.0015639413255753118 0.00063098644188519027 -0.0018022324156709354 -0.0014975135979771468 -0.00096173410095064238 0.0025874368139344249 -0.0012179275153848608 0.001599763709202548 0.001312683603392468
leaf_weight=0.0010282866293349615 0.0014789607368257398 0.0011232184429044159 0.0014886810987460022 0.0011949723175654894 0.0011572470144676217 0.0013850232298266924 0.0010115780810175936 0.0012390343783837956 0.0010507934025354437 0.0013221014417568186 0.0017167013349189643 0.0010173073978165803 0.0015646076355732572 0.001062825932887531 0.001982506484733193 0.0017363621486055081 0.0010681019939611392 0.0010656185117956518 0.0012557005140003408 0.0010505015256733197 0.0010356075487392138
leaf_count=145 185 84 108 95 90 391 411 402 97 131 75 35 254 89 114 31 235 40 371 461 66
internal_value=0 4.51289e-05 -4.72865e-05 5.57736e-05 0.0012224 -8.55671e-05 1.24316e-05 0.000114802 0.000241683 4.44848e-06 -0.000171464 0.00140428 0.000117526 -8.93677e-05 -0.000392701 -6.68655e-06 0.000463736 0.0016105 -0.000259617 0.000308375 0.00217814
internal_weight=0 0.0270075 0.0258842 0.0243956 0.00263621 0.0217593 0.0205644 0.0195528 0.0183138 0.0152101 0.0138879 0.00310371 0.0125029 0.0109383 0.00922162 0.00723911 0.00550275 0.00212844 0.0033743 0.0021186 0.0020864
internal_count=3910 3765 3681 3573 275 3298 3203 2792 2390 2192 2061 198 1670 1416 1341 1227 1196 129 1067 696 163
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=21
num_cat=0
split_feature=1456 11 16 1 0 2 47 43 13 47 13 52 0 3 3 12 13 3 52 4
split_gain=0.000174928 0.000212591 0.000289197 0.000194406 0.000286615 0.000254651 0.000225879 0.000306787 0.00027407 0.000212219 0.000313678 0.00020258 0.000191855 0.000262541 0.00015599 0.000149373 0.000147917 0.00014786 0.000114497 8.0817e-05
threshold=-1.0000000180025095e-35 0.081005000000000008 -0.069144999999999984 0.076710000000000014 -0.060094999999999989 0.14073000000000005 0.13177500000000003 -0.074254999999999988 -0.088444999999999982 0.077065000000000008 -0.084824999999999998 1.0000000180025095e-35 -0.230625 0.0048550000000000008 -0.075679999999999983 0.08401500000000002 -0.083514999999999992 -0.115685 0.091210000000000013 0.22584000000000001
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 4 15 6 7 8 -5 10 -9 12 -12 -14 -10 -2 -17 -6 -19 -11
right_child=1 2 -4 5 17 -7 -8 9 14 19 11 -13 13 -15 -16 16 -18 18 -20 -21
leaf_value=-0.0017076253994780901 -0.0025845519008220971 0.00028172607293889623 -0.0028379604188807951 -0.00052402515809876358 0.0012006922838729969 0.0024258950080317675 -0.001411120689673265 0.0024557733464749694 0.00097540952396833411 -0.001915496498058777 0.00089237292245378892 0.0014232938402977185 0.00025125715973268038 -0.0021040369029511276 0.0028051558006753079 7.0607733168652563e-05 -0.0019432663894912322 -0.0013669391716856552 0.00045542999348552267 -0.00031066087044129081
leaf_weight=0.0010432257683454784 0.0010337541819465373 0.0010825442129531737 0.0010228179175975063 0.0010321727827018456 0.0020074867563835141 0.0010556408002773124 0.0012675503886576686 0.0010832364906081535 0.0015351202257967156 0.0011180149037191001 0.0014086778148607601 0.001373911255801552 0.001631701927980676 0.0017212064281597605 0.0017817413303746763 0.0016732740000711104 0.0010509143408372629 0.001077049058024861 0.0014077244670236411 0.0011035812645729948
leaf_count=369 238 83 144 65 33 171 48 182 210 109 54 84 260 122 206 402 951 92 57 30
internal_value=0 4.87088e-05 -0.00123387 0.000159545 -0.000365642 0.00042846 0.00028842 0.000444646 0.00136917 1.87314e-05 0.000368655 1.69557e-07 -0.00041046 -0.000957827 0.00195831 -0.00122297 -0.000706288 0.000351545 -0.000334494 -0.00111829
internal_weight=0 0.0264681 0.00210536 0.0243628 0.0082502 0.0161126 0.0150569 0.0137894 0.00434903 0.00944033 0.00721873 0.0061355 0.00476159 0.00335291 0.00331686 0.00375794 0.00272419 0.00449226 0.00248477 0.0022216
internal_count=3910 3541 227 3314 1773 1541 1370 1322 481 841 702 520 436 382 416 1591 1353 182 149 139
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=20
num_cat=0
split_feature=15 158 159 156 457 15 0 48 1 51 2 49 4 52 13 16 43 151 0
split_gain=0.000180614 0.00025211 0.000205229 0.000277735 0.000243987 0.000229568 0.000273886 0.000330283 0.000220647 0.00026527 0.000217973 0.000199554 0.000166763 0.000308859 0.000217351 0.000154707 0.000121631 0.000105731 8.98937e-05
threshold=-0.24219999999999997 0.085745000000000002 0.073745000000000019 1.0000000180025095e-35 -0.0015249999999999997 -0.11739999999999999 -0.10575999999999998 0.086870000000000017 0.085990000000000011 0.08955500000000001 0.089910000000000004 -0.052649999999999995 0.05309500000000001 0.083750000000000005 -0.083924999999999986 -0.13863999999999996 -0.078454999999999983 -1.0000000180025095e-35 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 -2 -6 8 11 -7 17 -4 -8 13 -13 -15 -1 -9 -10 -14
right_child=1 -3 10 -5 5 6 7 16 9 -11 -12 12 18 14 -16 -17 -18 -19 -20
leaf_value=0.0017604829528837585 -0.001608413202202619 -0.0017751567323730936 -0.00016590898690438909 -0.002245579558285229 -0.0013402369534172851 -0.00062555689225326735 -0.0019230777387682263 0.0023248191282663503 0.003332974191491634 8.5530693432249571e-05 0.0023404463315068809 -0.0019407273865555562 0.0016405991612093787 0.0014265076339087016 -0.00082155434435209822 -0.00014766907730342911 0.00034722568860600175 0.0015696275973296943 -9.2077146356023254e-05
leaf_weight=0.0017578379603819805 0.00162254342448409 0.0015589606351207866 0.0011956236366895681 0.0010760978487356901 0.0017649621261388799 0.0010366472091005675 0.0014277597621843441 0.0011049557830444812 0.001142369557323164 0.00136855470495445 0.0012627351273029053 0.0019241608261813085 0.0010779680771342282 0.0014062260640261802 0.0016594203167896344 0.0013142749361951802 0.0010968564706449477 0.0012718967573612794 0.0010424486936448929
leaf_count=207 212 333 177 348 178 78 71 79 74 34 179 657 119 166 664 110 113 58 53
internal_value=0 -0.000139128 -2.56773e-05 -0.000166522 -4.84406e-05 9.76625e-05 0.00026077 -0.000113137 0.00109399 0.00156522 0.00112148 -0.000487791 -0.00019958 -0.00061958 0.000209642 0.00094416 0.00133966 0.002404 0.000788773
internal_weight=0 0.0240402 0.0224812 0.0200229 0.0189468 0.0173242 0.0155593 0.0107398 0.00481947 0.00378282 0.00245836 0.00853798 0.00711022 0.00498981 0.00306565 0.00307211 0.00220181 0.00241427 0.00212042
internal_count=3910 3593 3260 2904 2556 2344 2166 1922 244 166 356 1730 1659 1487 830 317 192 132 172
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=21
num_cat=0
split_feature=160 41 38 39 42 133 13 15 3 47 1 16 3 13 52 1 52 52 52 1
split_gain=0.000201085 0.000205965 0.000204905 0.000402649 0.000474534 0.00027009 0.000333909 0.000266859 0.000350879 0.000336277 0.000413785 0.000245951 0.000224968 0.000190682 0.00015274 0.000272124 0.000184919 0.000209518 0.000124411 0.000104141
threshold=-0.217635 0.075585000000000013 1.0000000180025095e-35 0.085060000000000011 -0.034284999999999989 0.084760000000000016 -0.090744999999999978 0.084565000000000015 -0.10628499999999998 0.09252500000000001 0.12446500000000001 -0.23935499999999996 -0.13309499999999996 0.098990000000000009 -0.0066199999999999991 0.077800000000000022 -0.081429999999999989 -0.094124999999999986 -0.074484999999999982 0.10723500000000001
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 7 -7 8 12 14 -11 -9 13 -2 16 -16 17 -10 -18 -17
right_child=1 -3 -4 4 -6 6 -8 11 9 10 -12 -13 -14 -15 15 19 18 -19 -20 -21
leaf_value=-0.001522368743040118 0.0021683566757702581 -0.00130494062064657 -0.0015329770040479456 3.3367364915606617e-05 0.0038673080458402178 0.00042705800529261039 -0.0027519251342848529 0.00034324577564941188 -0.00041181451150693532 -0.0025226155446827071 0.00090982961894000604 -0.0025087239407571502 0.0032521917932847905 -0.0001153138935022767 -0.00058146145357364264 0.0025115627056237814 -0.0019982464431253996 0.0022169007206585358 9.9193283670428236e-06 0.00081552841010743059
leaf_weight=0.0015356798152542086 0.001251679980554421 0.0018406717680399245 0.0012107082242867042 0.0011901909463407634 0.0011876475170193848 0.0011487030482562055 0.0012935283965782021 0.0010864257872547078 0.0011617004086019699 0.0016970712258475859 0.0010449057505752535 0.0011421998379917689 0.0010853095630216575 0.0014569536980375553 0.0012078412217984939 0.0017201349055824267 0.0010211175070082845 0.0010749305404136322 0.0012803842065411963 0.0010885108711984337
leaf_count=429 113 197 73 41 249 52 848 35 204 185 40 686 40 70 244 88 22 75 143 76
internal_value=0 7.70489e-05 0.000185991 0.000279994 0.00194829 7.92531e-05 -0.00125669 0.000267639 0.000472338 9.31359e-05 -0.00121459 -0.00111843 0.00160143 0.000939987 0.000512295 0.00112178 -2.71333e-05 0.000851553 -0.000881053 0.00185425
internal_weight=0 0.0251906 0.0233499 0.0221392 0.00237784 0.0197614 0.00244223 0.0173192 0.0150905 0.0112966 0.00274198 0.00222863 0.00379394 0.00270863 0.00855462 0.00401649 0.00453813 0.00223663 0.0023015 0.00280865
internal_count=3910 3481 3284 3211 290 2921 900 2021 1300 1077 225 721 223 183 852 408 444 279 165 164
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=156 158 45 14 133 3 401 39 42 123 1374 133 155 151 150 2 12 51 52 48 15 51 1 52 13 52 159 0 457 49
split_gain=0.00106318 0.00104917 0.00096897 0.00114757 0.000813202 0.000727909 0.000730004 0.000662927 0.00111488 0.00113309 0.000811687 0.000796862 0.000807427 0.000702714 0.0008222 0.000817349 0.00109455 0.000996429 0.00092666 0.00134736 0.000938292 0.000902732 0.000969386 0.00132424 0.00108256 0.000856221 0.000807051 0.000853267 0.000715849 0.000675567
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.080134999999999984 0.077685000000000018 -0.26719999999999994 0.24227500000000002 0.087020000000000014 0.15608500000000003 -0.26552999999999999 1.0000000180025095e-35 0.086000000000000007 0.10681500000000001 0.088505000000000014 -0.40391999999999995 -0.18357499999999996 0.097940000000000013 -0.0089849999999999982 0.12190000000000002 0.092885000000000009 0.087035000000000015 -0.095799999999999982 -0.07174999999999998 0.10617500000000001 0.11401500000000002 -0.091849999999999987 0.40565000000000007 0.09141500000000001 -0.072559999999999986 0.088175000000000017 0.024250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 -10 -15 16 -16 21 19 26 -21 -17 23 24 -23 -20 27 -18 -22 -19
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 15 17 18 29 25 20 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014003817053716222 0.0014007482130825324 -0.0012723597201335507 -0.0010234344512931471 -0.0010664165749872912 -0.0014005405345328967 0.00075446471031132109 -0.00095209394827778539 0.0011053076844435544 -0.00093977363264158829 0.00072554848057309706 -0.0010811547453834652 -0.00082618503933243976 -0.0011559697800677935 0.0013686581799386521 -0.0011782943582128642 -0.00067416268825390294 0.00023178453918269948 -0.0010168229250478195 -0.0012105219315680809 -0.0014005035736437785 -0.0008382597929396439 0.001335331643256092 0.0013628831896308848 -0.0010086944717420708 0.00020589595776409264 0.00022283308006837237 -0.00076201367289679663 0.0010297080792878871 0.00073990849186342169 0.000384025421048794
leaf_weight=0.0010508150721013623 0.0010181386271597139 0.0012069440769761899 0.0013314766474407094 0.0018371637559138057 0.0010201479239668734 0.0030032584992660807 0.0013996591806599836 0.0011912980540955678 0.0012018721407400781 0.004788207752461914 0.001301292066576031 0.0019798023648946996 0.0010052964747928597 0.0010517254781916554 0.001577941671930815 0.0010893117252770432 0.0091152545359449583 0.0015188850168357257 0.0020476247039880038 0.0015865433316024635 0.0010562474425648274 0.0027015737545639266 0.0028641350344003067 0.0011059929263987911 0.0043333448753592992 0.0013599724621595755 0.0011515865513382914 0.0036924957617827806 0.001208356729875959 0.0012150976333309416
leaf_count=197 15 161 212 108 20 172 272 31 62 260 85 442 148 9 65 72 716 28 142 87 38 17 94 38 94 108 117 60 16 24
internal_value=0 2.02403e-05 4.6349e-05 2.28715e-05 5.8043e-05 8.3957e-05 4.56471e-05 7.29416e-05 4.83311e-05 7.85249e-05 8.37591e-06 4.14533e-05 8.34693e-05 0.000114715 0.000147483 0.000113347 -5.31137e-05 0.000369253 3.05635e-05 0.000158567 -0.000574711 0.000541841 0.000662204 0.000415691 0.000639626 -0.00063847 0.000360866 0.000461827 3.82568e-06 -0.000394227
internal_weight=0 0.0609606 0.0597537 0.0587356 0.0568984 0.0555669 0.0525637 0.051164 0.0499727 0.0489526 0.0441644 0.0428631 0.0408833 0.039878 0.0386761 0.0376244 0.022796 0.0148283 0.0212181 0.0178105 0.00385115 0.0120944 0.011005 0.00814091 0.00703492 0.0034076 0.0139593 0.0128078 0.0022646 0.00273398
internal_count=3910 3713 3552 3537 3429 3217 3045 2773 2742 2722 2462 2377 1935 1787 1725 1716 1349 367 1284 1034 141 315 243 149 111 250 893 776 54 52
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=20
num_cat=0
split_feature=160 124 4 158 159 156 457 43 43 42 52 43 1 12 1 2 4 1 42
split_gain=0.000168011 0.000189449 0.0002641 0.000239047 0.000198012 0.000338413 0.00021692 0.000208305 0.000473186 0.000275757 0.000242264 0.000254488 0.000211373 0.000547883 0.000282835 0.000231663 0.000163151 0.000156434 5.66841e-05
threshold=-0.217635 0.10068000000000002 -0.49837999999999999 0.087355000000000016 0.088320000000000023 0.085790000000000019 -0.0015249999999999997 -0.074254999999999988 -0.079804999999999987 0.08221500000000001 -0.092084999999999986 -0.099214999999999984 0.13702500000000004 0.10058500000000002 0.11215000000000001 0.092175000000000021 0.015635000000000003 0.085835000000000009 0.085545000000000024
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 -4 8 10 12 -8 18 13 14 15 17 -17 -9 -12
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0010932137525050084 -0.0014637203539850669 0.0014951366757383754 -0.0010018193718635577 -0.0012826780007739475 0.0011985488503021876 -0.0017816765830268172 -0.0009207429368950559 -0.0010445852716543223 0.0029218343139513453 -0.001407323773927111 -0.00038803785575728967 0.0022099039839874801 0.001691735412304487 -0.002246231266403124 -0.00084562052819171362 0.00067611979482857187 0.0021948738286886212 0.00059381847732001085 0.00072730335640898425
leaf_weight=0.0015441128110561522 0.0013389626215500874 0.001006195340737647 0.0016328790469842805 0.0013793334162657813 0.0019497379955587526 0.0010706101250547153 0.0012253741107587091 0.0010510485576274882 0.0010131941494388981 0.0013462882406246593 0.0010443611069388958 0.0010522715531940952 0.0010096280848375114 0.0010433979515271094 0.0017367484771106945 0.0019539047902747964 0.0013828586241946272 0.0018266265939439474 0.0010422798878657602
leaf_count=429 162 53 202 273 243 280 178 330 84 660 182 185 70 127 70 88 84 149 61
internal_value=0 5.66897e-05 -3.36789e-06 8.25421e-05 0.000170614 6.74723e-05 0.000175295 0.000290197 0.000838748 3.03128e-05 0.000355148 0.000853232 0.000223779 5.90028e-05 0.000361508 0.000698864 0.00130554 -4.5958e-06 0.000169077
internal_weight=0 0.0251057 0.0240995 0.0227605 0.0213812 0.0194315 0.0183609 0.016728 0.00537748 0.0113505 0.00436429 0.00313891 0.0100042 0.00899458 0.00795119 0.00621444 0.00333676 0.00287768 0.00208664
internal_count=3910 3481 3428 3266 2993 2750 2470 2268 690 1578 606 428 918 848 721 651 172 479 243
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=45 14 156 151 4 1348 11 401 1456 16 16 49 15 14 32 156 1 0 0 0 133 42 34 1374 160 128 16 43 16 3
split_gain=0.00116538 0.00106988 0.00102871 0.000826247 0.00105211 0.000975097 0.00140183 0.000796375 0.000789184 0.000676665 0.000662039 0.000956617 0.000656912 0.000636346 0.000634141 0.000545291 0.000643892 0.000995474 0.00105645 0.000870206 0.000612607 0.000656276 0.000604091 0.00070557 0.00054469 0.000606432 0.00046327 0.000518655 0.000462361 0.000431615
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.084895000000000012 0.080455000000000013 0.087020000000000014 -1.0000000180025095e-35 -0.41163499999999992 -0.50763499999999995 -0.0087399999999999995 -0.14097499999999996 -0.46879999999999994 0.075380000000000016 0.091280000000000014 1.0000000180025095e-35 -0.017269999999999997 -0.051824999999999989 -0.089879999999999974 0.10599500000000002 -0.084869999999999987 -1.0000000180025095e-35 -0.095439999999999983 -0.23730999999999999 1.0000000180025095e-35 -0.23935499999999996 -0.083899999999999988 0.041215000000000009 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 -11 -6 -15 16 19 18 22 -14 21 -21 -18 -24 -25 -26 -23 -28 -29 -20
right_child=1 -3 3 4 13 -7 -8 -9 9 12 -12 -13 15 14 -16 -17 17 -19 29 20 -22 26 23 24 25 -27 27 28 -30 -31
leaf_value=0.0013463662853262183 -0.0013460046206164574 -0.001032377852137928 -0.0011488733424081443 -0.00085916444723109281 -0.00025391792523290466 0.0011719375347419444 -0.0013460239484342424 -0.0011565849688013508 -0.00098389186812269719 -0.00075060049604266704 -0.0012360065422537961 0.00082135660469387654 -0.00083590516056587848 0.00089334853663398104 -0.00017132947530439853 -0.00056978957545218256 -0.00050382718081420257 0.0012842611986905101 7.5892703641868619e-05 -0.00075507966618346763 -0.00073907986587072204 0.0011467293318852094 -0.00033782251942544254 -0.00038218338855210067 0.00074259302252790743 -0.000296173883258047 0.00065680993817879784 -0.00077794749421434748 0.00020531952239020556 -0.0010783163533941778
leaf_weight=0.0011055410443532301 0.0010315868919030793 0.0019357354372786508 0.0010908975652039734 0.0018573283541731813 0.0016714059404918657 0.0011626262952049151 0.0015221493801362831 0.001110303343654139 0.0010263098148470817 0.0015973567033505933 0.0014160062093448922 0.0011035381405797295 0.0021811053050840761 0.0050552227732616473 0.0012675663343770793 0.0018949421294216498 0.0013448824477393364 0.0017844287711028519 0.0010053359577284491 0.0011035959675096416 0.0013851451228923404 0.0011396957240776759 0.0018412177973772268 0.0010304714906794752 0.010271634653548745 0.0011301393315878991 0.0029338427093099665 0.0012218017848502289 0.002977864511503725 0.0014102203755754772
leaf_count=15 193 122 64 297 51 49 101 258 21 123 72 40 220 315 26 171 53 72 33 186 244 10 27 57 411 95 141 331 82 30
internal_value=0 -4.87413e-05 -1.44763e-05 1.071e-05 3.43785e-05 -4.4819e-05 -7.67597e-05 -3.15846e-05 -1.59936e-06 3.84207e-05 -0.000522744 -4.85385e-05 9.33063e-05 0.000484665 0.000679906 0.000132203 0.000172807 0.000325295 0.000230407 -6.06825e-05 9.64305e-05 0.000219852 0.000358521 0.000439774 0.000554936 0.000639631 0.000349903 0.000222596 -8.07407e-05 -0.000597943
internal_weight=0 0.0575044 0.0555686 0.054537 0.0534461 0.0454519 0.0442893 0.0427672 0.0416569 0.0397995 0.00354585 0.00212985 0.0362537 0.0079942 0.00632279 0.0346563 0.0327614 0.0198183 0.0180339 0.0129431 0.0107619 0.0093768 0.0156183 0.0142735 0.0124322 0.0114018 0.0082732 0.00713351 0.00419967 0.00241556
internal_count=3910 3895 3773 3580 3516 3124 3075 2974 2716 2419 133 61 2286 392 341 2163 1992 778 706 1214 994 750 643 590 563 506 564 554 413 63
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=21
num_cat=0
split_feature=4 11 160 49 16 1 484 3 2 16 1 2 2 43 52 0 43 13 16 49
split_gain=0.000168235 0.000268775 0.000334111 0.000247136 0.000318151 0.000282264 0.000221351 0.000201245 0.000214339 0.000182486 0.000209082 0.000385174 0.00035477 0.000274373 0.000255894 0.000229722 0.000233491 0.000174864 0.000159958 0.000320577
threshold=0.27020000000000005 0.077165000000000025 -0.217635 -0.029304999999999998 -0.5152199999999999 0.11235500000000002 -0.0043499999999999988 -0.12008499999999998 0.10836000000000003 -0.30307999999999996 1.0000000180025095e-35 0.10362500000000001 0.097940000000000013 -0.083899999999999988 0.06136500000000001 -0.099864999999999995 -0.049504999999999987 -0.0016149999999999999 -0.057604999999999996 -0.047309999999999998
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 -2 -5 -6 -4 8 -8 -9 11 12 13 -11 15 16 -12 -17 19 -18
right_child=3 -3 6 4 5 -7 7 9 -10 10 14 -13 -14 -15 -16 17 18 -19 -20 -21
leaf_value=-0.0020501200279288419 0.0022072432574289972 -0.0018783367286093705 -0.0014731019825996847 -0.0012537888765829252 -0.0004841835167810521 0.0021596020293421789 0.00028497608294234379 -0.0013983019767198916 0.0024587471904166831 0.00043456884156447688 0.0022080631072809737 -0.0025269683007111731 0.0019620163455113552 -0.0019904652810124957 0.0020484066640744708 0.00030655572233090648 0.0010527409195049558 -0.0014367631605594539 0.0013386278492833008 -0.0019360380144106905
leaf_weight=0.0011453221811476557 0.0011100541669959441 0.0012391090576364663 0.0012641379106784747 0.0014341124409482653 0.0010329110259856824 0.0013561678780680264 0.0017189840514006917 0.0012377587961598336 0.0010676366365203194 0.0015042916055316132 0.0012034393672681887 0.0010723572621957889 0.0010344517132896414 0.0012323516547522433 0.0012783687503690197 0.0017060584361756623 0.001076543273343944 0.0016369285855211118 0.0012298728518462818 0.0010098299567431468
leaf_count=346 83 212 554 71 71 247 68 82 23 272 65 200 69 711 70 426 45 196 63 36
internal_value=0 -0.000155207 -5.06371e-05 0.000624487 0.000164938 0.00101657 6.81846e-05 0.000176376 0.00111781 4.03418e-06 0.000128154 -0.000511915 6.109e-05 -0.000657461 0.0004673 0.000210232 0.000770378 -0.000547079 0.000248653 -0.000393864
internal_weight=0 0.0216574 0.0204183 0.00493325 0.00382319 0.00238908 0.019273 0.0180089 0.00278662 0.0152223 0.0139845 0.00484345 0.00377109 0.00273664 0.00914104 0.00786267 0.00451969 0.00334299 0.00331625 0.00208637
internal_count=3910 3438 3226 472 389 318 2880 2326 91 2235 2153 1252 1052 983 901 831 209 622 144 81
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=19
num_cat=0
split_feature=52 39 42 3 3 12 47 15 49 2 15 1 1 133 2 15 0 43
split_gain=0.000166384 0.000186824 0.000224673 0.000248483 0.000263275 0.000337615 0.000257969 0.000254956 0.000317658 0.000247884 0.00024046 0.000420356 0.000167811 0.000264461 0.000147806 0.000293231 8.92356e-05 8.64188e-05
threshold=-0.40083499999999994 0.005105000000000001 0.091735000000000025 -0.100615 0.099570000000000006 0.085845000000000019 0.084155000000000021 0.079360000000000014 -0.029304999999999998 0.10571000000000001 -0.19153499999999998 0.076710000000000014 0.11353000000000001 0.085355000000000014 0.084065000000000015 -0.089594999999999994 -0.15291499999999997 -0.14624499999999999
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 7 5 14 9 8 -2 -6 -10 -12 13 -3 -5 -16 -11 -4
right_child=1 12 17 4 6 -7 -8 -9 10 16 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0012127093538262101 0.0027248168004363272 -0.00061577363038851343 -0.00036027641353153473 0.00057920681328570058 0.002145297952142486 -0.0024207283410626226 -0.0010790650264918943 -0.00099062011102251518 -0.00098179073889345008 0.00089798331181864348 -0.00037223083726517319 0.002870900979515457 0.0017269508065925942 0.0017385058243917315 0.00010972151848206018 -0.0022027274363113493 -0.00034345507434950181 -0.0017994859669281963
leaf_weight=0.0015107313609025444 0.0012154232675225529 0.0018785688381601764 0.0010340115437248443 0.0016796104185790063 0.0012805583673856091 0.001363734666756683 0.0014054298163372891 0.0010019066867462678 0.0010532720130611573 0.0014512472786973873 0.001162823284456045 0.0010718358432475483 0.0015930865426498908 0.0010314823380621618 0.0019721287253718078 0.0012504983856687635 0.001823131962119362 0.0013326338897390313
leaf_count=401 47 127 57 188 77 1092 68 123 60 63 63 59 220 91 171 342 118 543
internal_value=0 6.45374e-05 -8.95569e-05 5.47412e-05 -0.000242006 -0.000776657 0.000320058 0.000713772 0.00109297 0.000751758 0.000489731 0.00118331 0.000752286 0.000218713 -0.000319299 -0.000787594 0.000206766 -0.00117068
internal_weight=0 0.0246014 0.0200982 0.0177316 0.0122263 0.00626597 0.00596037 0.00550526 0.00450335 0.00455494 0.00328793 0.00223466 0.00450314 0.00291005 0.00490224 0.00322263 0.00327438 0.00236665
internal_count=3910 3509 3071 2471 2119 1793 326 352 229 258 182 122 438 218 701 513 181 600
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=21
num_cat=0
split_feature=14 157 0 0 42 160 43 2 16 43 48 4 48 2 160 52 15 1 2 4
split_gain=0.000176816 0.000167918 0.000186075 0.000180559 0.000414043 0.000383171 0.000269229 0.000267144 0.000230298 0.000362996 0.000209986 0.000268803 0.000201033 0.00026537 0.000404421 0.000294607 0.000287063 0.000181003 0.00014116 3.31807e-05
threshold=0.073890000000000011 -0.077534999999999979 -0.098179999999999976 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15426499999999996 0.11339500000000001 0.15100500000000003 0.083940000000000015 0.12675000000000003 0.27020000000000005 0.096665000000000015 0.11043500000000002 0.090735000000000024 -0.089799999999999977 -0.095799999999999982 0.11561500000000001 0.086875000000000022 0.41666000000000009
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 17 7 -5 -6 9 -8 11 12 13 14 15 -7 -17 -3 -18 -13
right_child=-2 3 -4 6 5 10 8 -9 -10 -11 -12 19 -14 -15 -16 16 18 -19 -20 -21
leaf_value=0.0022078548310228148 -0.0015580405416988547 -0.0033815784635695461 -0.00019104528026358376 0.0022310841404797658 -0.0030144144917405562 -0.0011910770943071071 0.0024627714460548557 -5.762021053326562e-05 -0.0011888220720238632 -0.00082260035430108927 -0.0014841116148144743 0.0024096298647457159 0.0018784847733077854 -0.0020392354969591482 -0.00227817622009235 -0.00045564661176790411 0.00087256898762675598 -0.00080744054611965718 0.002689900840568811 0.001315851086850516
leaf_weight=0.001346161861448536 0.0012894286258245393 0.0010060361468511294 0.00106758528990361 0.0014267875733864344 0.0012097968810219637 0.0012459996527267592 0.0012932025201732892 0.0010518820359161074 0.0016243983279080609 0.0011883015962474985 0.0011233004529120913 0.0010326079423741428 0.0010842632327345844 0.0011082022939974401 0.0010131261003755165 0.0014020596054986623 0.0014269813662128837 0.0010059563664484017 0.0017549196199398986 0.001010457792745667
leaf_count=56 135 879 387 51 544 129 140 116 144 31 63 96 89 126 160 54 350 49 196 115
internal_value=0 7.24065e-05 0.00114684 -4.5431e-05 -0.000270666 -1.69492e-05 0.000625289 -0.00163924 6.72798e-05 0.000889527 0.00028375 0.000463 0.000145158 -9.12042e-05 0.000224269 0.000659142 0.00116206 -0.00209456 0.00187489 0.00186867
internal_weight=0 0.024422 0.00241375 0.0220083 0.0164756 0.0144636 0.00553269 0.00226168 0.0041059 0.0024815 0.0122019 0.0110786 0.00903555 0.00795129 0.00684309 0.00582996 0.00458396 0.00201199 0.0031819 0.00204307
internal_count=3910 3775 443 3332 2966 2038 366 660 315 171 1378 1315 1104 1015 889 729 600 928 546 211
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=45 14 52 133 3 16 151 1374 2 133 484 52 38 3 2 4 0 48 0 43 1 0 131 16 52 475 52 0 43 42
split_gain=0.00108714 0.00134836 0.000680022 0.000582567 0.000570249 0.000657376 0.000605116 0.000611987 0.000714932 0.00106311 0.000766601 0.000746076 0.000752247 0.000808348 0.00079297 0.00074448 0.000812688 0.000851265 0.000684674 0.000654472 0.000569949 0.000491079 0.000450465 0.000423223 0.000482595 0.000370158 0.000684792 0.000632519 0.000624003 0.000612352
threshold=-0.080134999999999984 0.077685000000000018 -0.42985499999999993 -0.24354499999999998 0.24227500000000002 -0.15168999999999996 -0.40391999999999995 0.086000000000000007 0.10910500000000002 0.10681500000000001 -0.067754999999999996 0.084890000000000007 0.084445000000000006 -0.15464999999999998 0.099015000000000006 -0.39075499999999991 -0.15291499999999997 0.12230500000000001 -0.056754999999999993 -0.044024999999999988 0.10937500000000001 0.047345000000000005 0.091385000000000008 -0.086699999999999985 -0.048794999999999991 -0.083904999999999993 -0.088354999999999989 -0.074249999999999997 -0.083684999999999996 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 6 -6 -5 8 9 10 -8 12 13 -12 22 -10 17 -17 -13 20 -18 -20 25 -21 -25 -15 28 29 -27 -28
right_child=1 -3 3 4 5 -7 7 -9 15 -11 11 18 -14 14 -16 16 19 -19 21 23 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0013199664398856608 -0.00086020212182286735 -0.0011093664436938827 -0.00091298899560652289 -0.00085888980410142959 5.3579312243264667e-05 0.0013196278812239964 -0.00098958722405098447 -0.00088308379223598363 0.0011260199059427104 -0.0012343172282118686 0.0011089784163872669 -0.00088636098359587022 -0.00093233042179195107 0.00062544446064938524 0.00080340885668513605 0.0012529059868768026 -0.0002480175792952653 -9.7913551220014751e-05 0.00040832578844270443 0.00020107882341790156 0.0010974867873576896 -0.00042175414162103964 0.00070077319497533744 -0.00014257361411673962 -0.0013196832105089821 -0.00011810055924624802 0.00012004799696812852 0.00075578039367345023 -0.0011633013324559166 -0.00078183028826641515
leaf_weight=0.0010384020181390943 0.0015596973973448494 0.0019888639532414923 0.0011280398875372901 0.0013531688855863413 0.0016123681831938796 0.0012818268580110362 0.0012770661541610098 0.0012248950412985229 0.001812558400843046 0.0012397035394464675 0.0016658155036281984 0.0024129921216902162 0.001022504516782873 0.0013876940848263084 0.0027963158851527217 0.0020387485818602622 0.0010281837811558789 0.0013503339500857692 0.0023504879525546576 0.0011926824683765602 0.0011741930975706083 0.0026290103891284389 0.001649639324297957 0.0011588250811964684 0.0012723123425093501 0.0024620260818943862 0.006218557216357546 0.0020310754762658265 0.0016686720126717286 0.0016610021003085063
leaf_count=15 345 122 224 68 76 94 298 79 15 420 39 589 34 67 91 57 103 15 27 47 112 40 83 40 67 85 277 78 77 226
internal_value=0 -4.3202e-05 -2.1559e-06 2.45562e-05 4.61516e-05 0.000614307 1.04657e-05 3.67682e-05 6.26696e-05 -3.59127e-05 1.16547e-05 5.43393e-05 0.000173538 0.000226032 0.000152028 0.000352955 0.0002009 0.00071469 -0.000309478 -9.79696e-05 0.000469336 -2.9929e-05 4.53762e-05 -0.000442749 -0.000758603 -2.46975e-05 -8.89506e-05 9.91814e-05 -0.000540329 -7.00669e-05
internal_weight=0 0.0536493 0.0516604 0.0501007 0.0489727 0.0028942 0.0460785 0.0447253 0.0435004 0.0324726 0.0312329 0.0299558 0.0225633 0.0215408 0.019875 0.0110278 0.00921528 0.00338908 0.00739249 0.0058262 0.00220238 0.0049795 0.0170787 0.00362382 0.00243114 0.015429 0.0140413 0.00991063 0.0041307 0.00787956
internal_count=3910 3895 3773 3428 3204 170 3034 2966 2887 2431 2011 1713 1057 1023 984 456 441 72 656 369 215 67 893 154 107 810 743 581 162 503
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=20
num_cat=0
split_feature=14 12 43 42 1 42 157 376 49 52 52 2 12 16 3 0 13 16 457
split_gain=0.000148017 0.000156531 0.000373863 0.000313916 0.000273782 0.000488776 0.000243507 0.000242119 0.000223083 0.000206636 0.000190887 0.000304892 0.000337844 0.000188055 0.000201222 0.000198248 0.000169563 0.000147435 0.000144816
threshold=0.077685000000000018 0.051320000000000005 -0.049504999999999987 -1.0000000180025095e-35 0.12263000000000002 0.091955000000000023 -0.072409999999999988 0.08426500000000002 0.10581000000000002 -0.016329999999999997 0.11401500000000002 0.092340000000000019 0.098845000000000016 -0.055679999999999993 0.082730000000000012 -0.15713499999999997 -0.057284999999999996 -0.078399999999999984 0.082870000000000013
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 7 -3 5 10 -4 9 13 -1 11 16 -13 15 -15 18 17 -5 -8
right_child=-2 3 6 4 -6 -7 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0032208567067451002 -0.0013690763900404315 -0.0020883522970551469 0.0014588841003230705 5.6876087288484643e-05 0.0018593178945994361 -0.0021742675353556727 -0.0016901005593407663 -0.00019982404005449783 0.00092605696950386843 0.0010091743659247671 -0.0013593417163728664 0.0024371383488482092 -0.0003524553412376422 -0.00044514894879806662 -0.0027382677252619694 0.00080300841811753877 0.00091374787993307456 -0.0020083081443108015 0.00015686071956927823
leaf_weight=0.0012045953473585058 0.001153102237660907 0.0012935507454237558 0.0013887143958850609 0.001000569871167257 0.001015713806266306 0.0016522087068888136 0.0014116844884508612 0.0010074126675374551 0.0017892643355188476 0.0013569552630432477 0.001037482359905445 0.0017333406196304857 0.001054952815159993 0.0012405113128757233 0.0010824492900258775 0.0018973601113165817 0.0010168030817734311 0.0010921997014066709 0.0011750620797172928
leaf_count=135 126 872 92 226 78 602 76 103 86 125 207 162 49 78 103 161 63 514 52
internal_value=0 5.58776e-05 0.000334709 -0.000290946 -4.88373e-05 -0.000274529 -5.12051e-05 0.0014144 -0.000295156 0.00204924 0.000178046 0.000448485 0.00138169 -0.000616157 -0.00151369 -0.000151194 -0.000388305 -0.00102093 -0.000851095
internal_weight=0 0.0244508 0.013554 0.0108968 0.00960327 0.00858756 0.00998505 0.00356896 0.00859633 0.00256155 0.00693535 0.00589787 0.00278829 0.00680707 0.00232296 0.00448411 0.00310957 0.00209277 0.00258675
internal_count=3910 3784 1011 2773 1901 1823 648 363 556 260 1221 1014 211 470 181 289 803 740 128
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=52 453 1 133 3 3 12 47 15 2 13 43 49 40 50 48 3 148 15 47 2 13 51 2 51 1 42 16 15 1
split_gain=0.000606321 0.000621949 0.000592514 0.000709669 0.000810375 0.000593055 0.000660632 0.000666922 0.000499947 0.000715102 0.00056263 0.000469645 0.000443175 0.000408806 0.000647297 0.000629884 0.000585375 0.000571007 0.000480444 0.000451234 0.000453824 0.000398743 0.000492921 0.000423564 0.000379854 0.000352013 0.000322521 0.000335687 0.000244147 0.000282384
threshold=-0.42985499999999993 0.091855000000000006 0.094385000000000011 0.10681500000000001 0.10666500000000002 -0.115685 0.094045000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.11085000000000002 -1.0000000180025095e-35 -0.27619499999999997 -0.085974999999999982 -0.012844999999999997 0.11644500000000001 0.11930500000000001 -0.0038649999999999999 -0.078679999999999986 0.05377500000000001 0.081905000000000019 0.11260500000000001 -0.084084999999999979 0.08955500000000001 0.081615000000000007 0.11975000000000001 0.087545000000000026 0.08401500000000002 -0.053084999999999993 -0.09547499999999999 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -2 10 -10 -4 -7 16 15 17 -13 -15 19 20 28 -14 23 -23 -17 26 27 -25 29 -19
right_child=1 -3 11 -5 -6 6 -8 -9 9 -11 -12 13 21 14 -16 24 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010480256786253549 0.0011303346004457693 -0.0011820525599482152 -0.00064934775005829064 -0.001209241060075207 0.00073123428513936165 -0.0011284614766792263 -0.0015461682321437499 -0.0014544125150268759 0.00022428048579017256 0.001046126719415244 -0.0010472568663844565 0.0013272929469362899 -0.00077555175830349159 -0.00072741555545849487 -0.00067930711134449426 -0.0011607874904349734 4.2759809102344939e-05 -0.00036781499868489791 -0.00025269163606009396 0.00025956103212754005 0.0014627113625699008 -0.00058397915014509057 -0.0008808235515709033 0.00045735853685112149 0.00011031064274698303 0.0010854426981780497 0.00070506440007256843 -0.00075261559892088672 0.0010228723369467029 0.00073882862273593061
leaf_weight=0.0013679427969781601 0.0011379599401948326 0.0010460046087814581 0.0014692256781003712 0.0014359392678413565 0.0025461629781204911 0.0010132536576614734 0.0010803141624293753 0.0010474835232157096 0.0017577096340009035 0.001128782609555401 0.0015790634313166364 0.0018685229679915594 0.001512460187717779 0.0010226296453765835 0.0019523724640491116 0.0010744158862223676 0.0015526654279529586 0.0010102446601649717 0.0018692623489666724 0.0051552907440139961 0.0020995549678142211 0.0011836286132331821 0.0010664192610003731 0.0010182925651701074 0.0011782540386775509 0.001459875753880624 0.0016813818241403489 0.0011868882079273408 0.0016358377863809892 0.0012128809221865211
leaf_count=353 55 42 28 434 29 79 277 142 67 10 54 192 503 35 106 30 99 20 95 115 157 184 67 310 13 22 149 115 72 56
internal_value=0 -3.52005e-06 2.39129e-05 -0.000158691 -8.47426e-05 -0.000201112 -0.000391692 -0.000280033 0.000215518 -1.76048e-05 -0.00037745 0.000196513 -0.000158503 0.000253964 0.000161842 0.00026285 0.000744323 0.000384894 0.000472507 0.00059448 0.000884251 -5.06079e-05 9.37284e-05 0.000252882 -0.000495942 0.000438151 0.000195015 -0.000193882 0.000569526 0.000235942
internal_weight=0 0.0459828 0.0449368 0.0218356 0.0203997 0.0178535 0.01225 0.0111697 0.00560352 0.00446556 0.00333677 0.0231012 0.0101222 0.0216319 0.0182107 0.0162584 0.00342119 0.0140057 0.0129831 0.0111138 0.00595852 0.00910895 0.00759649 0.00653007 0.00225267 0.00534644 0.00388656 0.00220518 0.00385896 0.00222313
internal_count=3910 3557 3515 2497 2063 2034 1848 1571 186 131 121 1018 1429 990 699 593 291 550 515 420 305 1350 847 780 43 596 574 425 148 76
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=156 146 45 106 9 147 1455 403 11 2 159 52 448 123 3 133 43 1 403 48 123 151 1 151 0 0 160 4 12 0
split_gain=0.00105762 0.000910385 0.00110752 0.000845995 0.00141499 0.00130797 0.000756298 0.000665423 0.000748512 0.0006485 0.000940134 0.000773836 0.000875198 0.000861944 0.000680172 0.00063585 0.000690865 0.000630827 0.000599271 0.000687932 0.000703345 0.000796326 0.00070008 0.000692314 0.000488341 0.00176591 0.000528044 0.0007242 0.000960608 0.000410678
threshold=-1.0000000180025095e-35 0.10949000000000002 -1.0000000180025095e-35 0.091500000000000012 -0.016839999999999997 0.089245000000000005 0.086535000000000015 0.096520000000000009 0.088315000000000018 0.097940000000000013 0.09141500000000001 0.28122000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12817999999999996 0.10681500000000001 0.098320000000000005 0.11257500000000001 -1.0000000180025095e-35 0.092150000000000024 0.088305000000000008 1.0000000180025095e-35 0.13084000000000004 -0.0088999999999999982 -0.10575999999999998 -0.089879999999999974 0.031805000000000007 -0.030814999999999995 0.092365000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 12 -11 15 29 16 -14 -10 -16 20 21 22 24 -21 -20 -26 27 28 -27 -6
right_child=1 -3 3 -5 5 -7 -8 -9 17 11 -12 -13 13 -15 18 -17 -18 -19 19 23 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0011952174421690476 0.0011953671790091067 -0.0011054354531500345 0.0011953991751271673 -0.00093913838014941992 9.7554275273195563e-05 0.00083799190472695509 -0.00098275035643285514 -0.0008834236564945827 -0.001077841347212288 -0.00072893319902779844 -0.00089822861046956015 -0.0008352742791553218 0.00018259590646186225 0.00093485643982206686 -0.00085920695428871516 -0.00060852302988491206 0.0010771420548802461 6.7157778081168324e-05 0.00030886356339177159 -0.0011022175133912153 -0.0007956173831016359 -0.00086481423138292149 0.00075994172911606676 0.00013148348891341908 -0.0011952707454842082 0.00082623535653248087 0.00096994477501479727 -0.00073991504772422275 -0.00057173960700054622 0.0010790634020715131
leaf_weight=0.001090594359162588 0.0011089594498017155 0.0010596083393465952 0.0014074072627492376 0.0013678775615275631 0.0012873457905797636 0.002434199703433392 0.0012341931853541146 0.0012897245336370702 0.0016795687129942385 0.0012492506474757184 0.0019529384666197016 0.0010099607365043886 0.012560210766862312 0.0026498780256680723 0.0014009895278401787 0.0012840375540355007 0.0013674789958280096 0.0011633833676114591 0.0061128386932738227 0.0016378475925984404 0.0013561819479903639 0.0011408075699286249 0.0024238883578568951 0.00107696177752059 0.0017471864970410728 0.0019617864932412882 0.0010035763605151793 0.0012972582497577309 0.0010934205527042273 0.0011554725588211944
leaf_count=197 28 11 95 32 72 128 186 279 79 19 168 73 448 145 730 72 61 37 93 61 19 73 21 52 150 183 58 195 131 14
internal_value=0 -7.53153e-06 1.23702e-05 -1.05068e-05 1.21853e-05 -1.83306e-05 -5.83116e-05 -3.58972e-05 -1.38649e-05 2.2329e-05 -9.99597e-05 0.000184291 0.000238173 0.000305812 -3.68322e-05 0.000196233 0.000270426 -0.000609289 -0.000102549 -5.1711e-05 3.22764e-05 9.91849e-05 0.000169501 -0.00061281 6.12111e-05 -0.000151912 0.000188441 8.24467e-06 0.000325918 0.000561816
internal_weight=0 0.0595142 0.0584546 0.0573457 0.0559778 0.0545704 0.0521362 0.050902 0.0496123 0.0467693 0.0266485 0.0201208 0.0191109 0.0178616 0.0246956 0.0152117 0.0139277 0.00284295 0.0222527 0.0208518 0.0181369 0.0167808 0.01564 0.00271481 0.0132161 0.00710323 0.00535604 0.00435247 0.00305521 0.00244282
internal_count=3910 3713 3702 3674 3642 3547 3419 3233 2954 2838 2020 818 745 726 1852 581 509 116 1766 1036 923 904 831 113 810 717 567 509 314 86
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=19
num_cat=0
split_feature=4 11 484 160 50 43 16 48 49 133 2 13 49 1 4 4 43 12
split_gain=0.00015566 0.000229098 0.000240447 0.000255154 0.00029694 0.000197531 0.000317175 0.000310073 0.00042495 0.000285676 0.000285391 0.000283323 0.000463039 0.000219446 0.000259116 0.000197686 0.000164916 0.000212989
threshold=0.50657000000000008 0.088315000000000018 -0.0043499999999999988 -0.092169999999999988 0.077805000000000013 -0.074254999999999988 0.26538000000000006 0.086665000000000006 -1.0000000180025095e-35 -0.0056849999999999991 0.11230000000000001 0.043015000000000005 -0.067014999999999977 0.095155000000000017 -1.0000000180025095e-35 0.028075000000000006 -0.091114999999999988 0.051320000000000005
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 7 9 8 -5 -7 11 12 -11 14 -14 -12 17 -10
right_child=-2 -3 3 4 -6 6 -8 -9 16 10 15 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0014460723418919183 0.0014603359300067132 -0.0016086719624040572 -0.0011999339432594714 -0.0017531356683292178 0.0019852491978057623 -0.0018308195636511739 -0.0019892207584418756 0.0022090117319824311 0.0013171448373891154 -0.00096617930445610633 0.00018862114948670495 -0.00092688643082495788 0.0020270752720086336 0.0028073503159143911 -0.00030674730425402422 -0.0019578707648504313 0.0018221740876262534 -0.00076609396141268658
leaf_weight=0.0015240743522556824 0.0010049583625366667 0.0013287074230854392 0.0019419603974875068 0.0012306868391362968 0.0013315041361467985 0.0010671760598812982 0.0012547781693285085 0.0014354008876442115 0.0013918333740061684 0.0013030660736852448 0.0012795394663962512 0.0013405482432089499 0.0015671861157196508 0.001492336619675072 0.0012350555419496983 0.001214025382151096 0.0014687999649034512 0.0014600475016132708
leaf_count=592 213 131 454 156 352 563 187 175 46 59 91 38 203 82 83 82 190 213
internal_value=0 -6.9302e-05 1.75945e-05 0.000118927 0.000246527 0.000122991 -0.000178621 0.000630388 0.000222208 3.77725e-05 0.000249198 0.000646557 0.00102337 0.00162704 0.00099847 -0.000856427 0.000784858 0.000250611
internal_weight=0 0.0248667 0.023538 0.0220139 0.020072 0.0187405 0.0117537 0.00698677 0.00555137 0.0104989 0.00943176 0.00693819 0.00559764 0.00429458 0.00280224 0.00249356 0.00432068 0.00285188
internal_count=3910 3697 3566 2974 2520 2168 1388 780 605 1201 638 465 427 368 286 173 449 259
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=156 421 14 30 133 1373 3 0 453 1348 132 129 401 133 1456 106 457 0 1 456 151 160 133 156 4 42 123 1 4 43
split_gain=0.00125918 0.00118868 0.00182442 0.00103487 0.0010067 0.00118672 0.00104121 0.00165467 0.000903789 0.000989801 0.000853617 0.00127275 0.000999763 0.000946369 0.000918544 0.000890708 0.000834852 0.000751559 0.00118013 0.000735054 0.000773246 0.000985895 0.00143838 0.00108472 0.000968273 0.000948881 0.000811749 0.000828965 0.00093248 0.000824139
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.085915000000000019 0.10681500000000001 0.099250000000000019 0.16699000000000003 -0.11756999999999999 0.091855000000000006 0.090050000000000005 0.079995000000000011 0.08956500000000002 0.086895000000000014 -0.26719999999999994 -1.0000000180025095e-35 0.092305000000000012 0.51789000000000007 -0.070894999999999986 0.085990000000000011 0.084065000000000015 -0.0074049999999999993 -0.082234999999999989 -0.011334999999999998 0.11837500000000002 0.26790000000000008 -0.10770999999999999 1.0000000180025095e-35 0.10113500000000002 -0.060264999999999992 0.054875000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 13 -3 -15 16 19 18 -12 20 -16 22 -22 25 -24 -23 27 28 -27 -30
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 17 -13 -14 14 15 -17 -18 -19 -20 -21 21 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013196236571558682 0.0013199872528189573 -0.0012149100357832464 -0.0010556570894095234 0.0013196377405571087 -0.00078134630380301512 -0.0013073307888627258 -0.00016157655990501905 0.0012693268211338166 -0.0012121980265808244 0.0013152787357476935 -0.00089196569001630938 -0.001293082442512528 -0.0012509013730942296 -0.00083985706793506996 0.00055262843523755324 -0.0011512121082517589 -0.0010785074944552212 0.0010609335522746685 0.0010015698379576936 -0.00087321862114701071 0.00091626487770154954 -0.00077808126087887202 -0.0012431844056855158 -0.0011312640242337113 0.00026791096309157231 0.00033220934097316672 0.0012773718912280519 0.00052776239205692846 -8.957386750544376e-05 -0.0012124136460819157
leaf_weight=0.0013063218981408378 0.0011473214869397444 0.0010756258894779594 0.0029172091262399382 0.0010348869596477064 0.0028217329557578266 0.0011443590710413778 0.0026818136723889552 0.0029606004182749493 0.0010600443343804491 0.0010052295875908604 0.0012177931113503959 0.0014085783991291114 0.0011233967602588537 0.0019897316903161313 0.0073166322864004476 0.0010052366656054792 0.0010129723800673665 0.0023431104223341484 0.0010825858352809803 0.0012255577705886358 0.0010237601797404849 0.0015581624910208083 0.0028060956672422135 0.0010708019584111375 0.0010020140984217107 0.008240717637552724 0.0013525213952583206 0.0097300474512422852 0.005370196504334253 0.0014443167327753414
leaf_count=197 25 177 120 97 508 25 86 77 35 31 104 151 226 255 251 6 14 67 39 144 30 21 225 87 30 399 65 143 254 21
internal_value=0 -1.22657e-05 -3.40937e-05 1.03137e-05 -1.01938e-05 2.42081e-05 4.87423e-05 0.000589225 -5.26672e-06 1.7825e-05 -6.15001e-06 -5.6646e-05 -2.06233e-05 8.64314e-06 3.71615e-05 7.66784e-05 0.000105281 0.00053493 -8.45232e-07 0.000133737 0.000163899 7.92468e-05 -0.000472283 0.000171886 -0.000845575 0.000222269 0.000281903 0.000227581 3.35767e-05 -0.000327557
internal_weight=0 0.0711731 0.0700257 0.0671085 0.0660736 0.0632519 0.0621075 0.00564241 0.0564651 0.0554051 0.0543999 0.0497564 0.0483478 0.0472244 0.0461488 0.044159 0.0431538 0.00464349 0.00230038 0.0421408 0.0409153 0.0335986 0.00483187 0.0287668 0.00380811 0.027696 0.0261378 0.0247853 0.0150552 0.00681451
internal_count=3910 3713 3688 3568 3471 2963 2938 163 2775 2740 2709 2499 2348 2122 1945 1690 1684 210 143 1670 1526 1275 285 990 255 903 882 817 674 275
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=20
num_cat=0
split_feature=52 376 1 44 3 48 49 474 160 49 4 2 151 3 0 15 16 2 484
split_gain=0.000159008 0.000343998 0.000230329 0.000215535 0.000326173 0.000363581 0.000383433 0.000334155 0.000351792 0.00021081 0.000367226 0.000265041 0.000228175 0.000189012 0.00017098 0.000177163 0.000277039 0.000231666 0.0001558
threshold=-0.27466499999999994 0.088415000000000007 0.076710000000000014 1.0000000180025095e-35 0.16699000000000003 0.12738500000000003 0.079765000000000016 0.084655000000000022 -1.0000000180025095e-35 -0.029304999999999998 0.0057500000000000008 -0.0098549999999999974 -0.0088999999999999982 -0.075404999999999986 -0.089879999999999974 0.024640000000000006 0.0015250000000000001 0.097360000000000016 0.042570000000000004
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 14 4 5 6 7 8 18 10 -10 -11 -12 -13 -2 16 -16 -18 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 9 11 12 13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0010706920147505801 -0.0016508728665308747 0.0022802497374025243 -0.0025648088842468138 -0.0015143432812329328 0.0024856891801284496 -0.0020408449693053339 0.0023768146730901332 0.0020898061001281372 -0.00059161878867930906 -0.0020494301278019523 0.00056665878642719772 0.0012871033348113613 0.0028714835906205661 -0.00059031197611808973 -0.0023054452235143014 0.00089376132537365149 -0.0013707932941573393 0.0010508641668926831 -0.00043712903630650535
leaf_weight=0.0019728565662069644 0.0017919166231675472 0.0010248905220553431 0.0010433887671492696 0.0010008684045565977 0.0010064145195933802 0.0010188382013565098 0.0012953104055362106 0.0012030851994764289 0.0015542383947879691 0.0010237158468982023 0.0012172091245528094 0.001416590404264232 0.0013895259495768642 0.0018919005629480668 0.0011331217805883326 0.0014492407584246192 0.0010390231038512887 0.00140183542770278 0.0010361372074019215
leaf_count=425 465 76 195 62 155 66 73 155 120 99 68 352 34 141 327 852 57 83 105
internal_value=0 7.72783e-05 -2.12626e-05 0.000232293 0.000348093 0.000195409 0.000369715 0.000148939 -7.19153e-05 0.000278892 0.000903689 -0.00032121 0.00179525 0.000213537 -0.000620156 -0.000252472 -0.000717267 2.00146e-05 -0.00150468
internal_weight=0 0.0239373 0.0229124 0.0160972 0.0150964 0.0140899 0.0130711 0.0117758 0.0105727 0.00849318 0.00416097 0.00433221 0.00260674 0.00330849 0.00681514 0.00502322 0.00357398 0.00244086 0.00207953
internal_count=3910 3485 3409 1625 1563 1408 1342 1269 1114 814 222 592 102 493 1784 1319 467 140 300
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=20
num_cat=0
split_feature=15 158 156 159 15 49 50 2 16 457 0 42 43 16 3 4 49 43 3
split_gain=0.000150367 0.000205703 0.000178286 0.000168634 0.000222975 0.000199436 0.00018915 0.000177789 0.00015736 0.000151695 0.000234111 0.000242659 0.000339597 0.00024665 0.000242952 0.000187853 0.000223097 0.000141779 0.000119356
threshold=-0.24219999999999997 0.085745000000000002 0.091280000000000014 0.08894500000000001 -0.11739999999999999 0.11651500000000002 0.082310000000000008 0.099675000000000014 -0.13863999999999996 -0.0015249999999999997 -0.10575999999999998 -0.089024999999999979 -0.074254999999999988 0.15100500000000003 -0.075679999999999983 0.18622000000000002 -0.047309999999999998 0.083940000000000015 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 6 9 -2 -1 -6 15 -12 14 17 18 16 -11 -14 -13
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0019382209144199036 -0.0028526925031855193 -0.0018451701536036378 -0.001879461269477551 0.0018832667354899788 -0.0014112444157218752 0.0020968220914256521 -0.0018878370475632331 -0.00011519137462444627 -0.00024427493296987952 0.0018844359050602466 -0.0020192845846476416 0.001368659018170851 0.00090751713867541191 -0.0023218384544030904 0.002872028251210401 0.0026203210475845545 -0.00061415139496128791 -0.0011513846942377071 -0.00075467915560583558
leaf_weight=0.001632505333431622 0.0010158411538993507 0.0014275282183456297 0.0010603957458889526 0.0010539851760433807 0.0012258644512899161 0.0010633819125174795 0.0010482437294467009 0.0010316795787597144 0.0012650643442220213 0.0014339625582904247 0.0012638227765512525 0.0011732117812410792 0.0017436999437893804 0.0013776026792857721 0.0012648715724976585 0.0013434648737806754 0.0016676180199865992 0.0012309979129916382 0.0011129905453766131
leaf_count=207 158 333 283 174 131 116 595 76 110 65 220 59 643 109 112 90 96 103 230
internal_value=0 -0.000138719 -2.3332e-05 7.48281e-05 -2.55057e-05 0.000149394 1.90391e-05 -0.00147335 0.000985354 0.000153751 0.000294688 -0.000129481 0.000172716 -0.000696984 0.00123865 0.00116947 0.000541028 5.54965e-05 0.000334956
internal_weight=0 0.0225392 0.0211116 0.0200512 0.0189973 0.0169497 0.0158864 0.00204752 0.00289757 0.0148381 0.0136122 0.0091672 0.00790337 0.0043523 0.00355107 0.00444505 0.00310158 0.0029747 0.0022862
internal_count=3910 3593 3260 2977 2803 2569 2453 234 317 1858 1727 1476 1256 855 401 251 161 746 289
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=18
num_cat=0
split_feature=124 4 0 15 43 41 15 15 157 12 1 151 0 16 3 48 2
split_gain=0.000154377 0.000171555 0.00022782 0.000275589 0.000261126 0.000231368 0.000253227 0.000399444 0.000248271 0.000206327 0.000187625 0.000453343 0.000243398 0.000412701 0.000311566 0.000219215 8.53744e-05
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.10363000000000001 0.083940000000000015 0.077550000000000022 -0.0063699999999999989 -0.052074999999999989 -0.059294999999999994 0.09258000000000001 0.094385000000000011 -0.0074049999999999993 -0.18901999999999997 -0.055679999999999993 -0.0076499999999999988 0.016865000000000002 0.086875000000000022
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 9 6 7 10 -8 -4 11 -3 -12 15 -15 -14 -10
right_child=-2 2 4 -5 -6 -7 8 -9 16 -11 12 -13 13 14 -16 -17 -18
leaf_value=-0.0013546577902406034 0.0014413686073933127 0.00056359973022395305 0.0027451027319328656 -0.0018067310013708394 -0.00040060551434468447 -0.0015441147803734461 0.0025460785756685556 -0.002143945355164894 -0.00047849012755643978 0.00047550511327891742 -0.00082746763345050724 -0.0023098340060387773 0.00099351649966912753 0.00092714674958589087 -0.0019438890287228152 0.003218377115054274 0.00085966602196497761
leaf_weight=0.0014786120514405079 0.0010630151409558577 0.00192622742755022 0.0012569725420992208 0.0014310898147391607 0.001524097522857204 0.0014025746987558199 0.0010630009753760383 0.0013935658217472105 0.0011362296888342881 0.0011666562022849547 0.0017008127573951981 0.0014566018172854044 0.0016894716809994215 0.0012893493479264606 0.0010247923370698686 0.0011075112037590706 0.001967016545001754
leaf_count=174 49 147 129 330 36 165 67 404 736 70 74 645 162 162 58 108 394
internal_value=0 -7.21892e-05 1.19551e-05 -0.000168132 0.000859915 -3.14559e-05 0.000103211 -0.00019224 0.000925002 0.00165259 7.45466e-05 -0.000673663 0.00044611 0.000869914 -0.00034426 0.00187449 0.00036971
internal_weight=0 0.0240146 0.022536 0.0185882 0.00394773 0.0171572 0.0157546 0.0115883 0.00416625 0.00242363 0.0101948 0.00338283 0.00681194 0.00511112 0.00231414 0.00279698 0.00310325
internal_count=3910 3861 3687 3452 235 3122 2957 1760 1197 199 1356 792 564 490 220 270 1130
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=52 480 133 1 133 3 3 15 2 13 151 133 49 2 52 131 34 15 47 1 49 13 49 51 52 52 14 14 159 52
split_gain=0.000601833 0.000513877 0.000499924 0.000483861 0.000545433 0.000654526 0.000550456 0.00052764 0.000722549 0.000505191 0.000500088 0.000582763 0.000521936 0.000497914 0.000472751 0.000626944 0.000550316 0.00051609 0.000765515 0.000607298 0.000460913 0.000495592 0.000505137 0.000685008 0.000661239 0.000468157 0.000443797 0.000417272 0.000413431 0.000411108
threshold=-0.42985499999999993 0.086640000000000009 -0.24354499999999998 0.094385000000000011 0.10681500000000001 0.10666500000000002 -0.115685 -1.0000000180025095e-35 0.106285 -1.0000000180025095e-35 -0.29526499999999994 0.085355000000000014 0.092185000000000017 1.0000000180025095e-35 0.11262000000000001 0.089255000000000015 -0.08330499999999999 0.035895000000000003 0.09585500000000001 0.11368000000000002 -0.085974999999999982 -0.084084999999999979 1.0000000180025095e-35 0.087505000000000013 0.084240000000000023 -0.089799999999999977 0.07802000000000002 -1.0000000180025095e-35 -0.20761999999999997 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -9 -5 12 14 -8 15 16 -12 18 26 -20 -15 -22 23 24 25 -23 29 -14 -16 -18
right_child=1 -3 3 10 -6 -7 13 8 -10 -11 11 -13 27 20 28 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098832769212747491 -0.00099693706714354922 -0.00084575715724037094 0.0011759912691413433 -0.00079435746538304393 -0.001067171565762732 0.00070458662638437188 -0.0012416044076860979 0.00022803477734433585 0.0010286388858535666 -0.0010287120147425056 -0.00085069651533280059 0.0012382042445367144 0.00011980547335158744 -0.0011635843485210296 0.00026421976885307468 0.0011120843300100099 0.00035333674278977564 -0.00048755046667912889 -0.0010613467806026595 0.00032124065142529406 -0.00086285952657933894 -0.00016508119911379061 -0.00093246342303420838 -0.00088204346217052808 -0.00051602980677757421 0.00094421824475495581 -0.0001556334293997974 0.0013703373151866336 -0.00090447335794727743 0.0012172354145953386
leaf_weight=0.0013886401667339001 0.0010111454600392191 0.0015131704399018444 0.0011038154468270278 0.0010265026702711557 0.00121852166578884 0.0022847527821170379 0.0011634386594139351 0.0014465534972121219 0.0011113586378996843 0.0013803618444967409 0.0011904562593372256 0.0012827085902573634 0.0010127027323392213 0.0010276562634210515 0.0010983400885393735 0.0015513188148759136 0.0021109686785365503 0.0019155723793780064 0.0012317942049122621 0.0016298604719651166 0.001631219302834829 0.0011244101252885219 0.0010348896479042136 0.0011232576929300908 0.0013729063263825392 0.0033230267425925514 0.0011997268197774247 0.001409094542268007 0.0017077196403718622 0.0028705460169282668
leaf_count=353 228 237 45 33 386 27 269 55 12 44 19 219 29 86 62 82 84 61 27 28 434 81 189 76 310 122 9 43 78 182
internal_value=0 5.24938e-06 3.54813e-05 6.05856e-05 -0.000103185 -4.17743e-05 -0.000143019 0.000267971 1.3472e-05 -0.000385625 0.000217484 0.000268875 0.000203186 -0.000318621 0.000108666 0.000222482 0.000108887 0.00021313 0.000361556 -0.000273892 -0.000217672 -0.000116516 3.6075e-05 0.000180428 0.000385473 0.000663763 0.000655741 0.000847413 -0.000447027 0.000851149
internal_weight=0 0.0441078 0.0425946 0.0415835 0.0203462 0.0191276 0.0168429 0.00504209 0.00393827 0.00282692 0.0212373 0.0202108 0.0189281 0.0118008 0.0165063 0.0137002 0.0121489 0.0109585 0.0090429 0.00286165 0.0106374 0.00960971 0.00797849 0.0069436 0.00582034 0.00444744 0.00618124 0.0024218 0.00280606 0.00498151
internal_count=3910 3557 3320 3092 2136 1750 1723 156 111 99 956 923 704 1567 632 492 410 391 330 55 1298 1212 778 589 513 203 275 72 140 266
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=19
num_cat=0
split_feature=14 44 124 2 15 158 3 13 16 0 0 1 1 0 3 2 12 1
split_gain=0.000149606 0.000157401 0.000207522 0.000175393 0.000169798 0.000236825 0.000166047 0.000214873 0.000212318 0.000254125 0.000339825 0.0002625 0.000268462 0.000198303 0.000183224 0.000161494 0.000265748 0.000100242
threshold=0.077685000000000018 1.0000000180025095e-35 -0.061329999999999989 0.094825000000000007 -0.23821499999999998 0.085745000000000002 -0.15464999999999998 -0.10241499999999999 -0.40374499999999997 -0.053834999999999994 -0.017269999999999997 0.094695000000000015 0.089175000000000018 0.12346000000000001 -0.069909999999999986 0.092745000000000008 0.09641000000000001 0.11215000000000001
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 13 15 -9 11 -11 12 14 -6 -10 -8 -17 -13
right_child=-2 -3 4 -5 5 -7 7 8 9 10 -12 17 -14 -15 -16 16 -18 -19
leaf_value=7.4073463888364645e-05 -0.0014459031908488865 -0.0015038930812661516 0.0011495428051536939 0.0023450467762807918 0.0022470332645555245 -0.0019720481404356112 -0.00054035661759450925 -0.0019923459016473835 -0.00082100499043800371 -0.0029289260614671787 0.00014462385503125489 0.0016357400906485862 -0.0022962100039859001 -0.00010347533508276416 0.0010599980922079298 0.002435444222282005 -0.00020966903496584551 0.00024896050918872916
leaf_weight=0.0010313683796341335 0.0011298120174567652 0.0010077023468255666 0.00191200062803087 0.0012066566880384322 0.0011015457038290261 0.0010598941355276495 0.0011883107621688494 0.001267129204257862 0.0018917014614207557 0.0011859510444532928 0.0011669726722010288 0.0017369266621745094 0.0010739466786806595 0.0012561148392187249 0.0015328457689709188 0.001407229141909383 0.0011116522461456224 0.0016733457479762848
leaf_count=138 126 71 205 147 88 278 81 147 1502 145 124 185 231 75 173 96 33 65
internal_value=0 6.00446e-05 0.000129156 0.00129849 1.90376e-06 -0.00011573 -3.89983e-06 -0.00015843 -0.000430736 -0.000237907 -0.00140455 0.000109179 -0.000532243 0.000994729 2.09421e-05 0.000688402 0.00126808 0.000955278
internal_weight=0 0.0238113 0.0228036 0.00223803 0.0205656 0.0186536 0.0175937 0.015236 0.0115288 0.0102617 0.00235292 0.00790877 0.00449849 0.00235766 0.00342455 0.00370719 0.00251888 0.00341027
internal_count=3910 3784 3713 285 3428 3223 2945 2782 2572 2425 269 2156 1906 163 1675 210 129 250
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=18
num_cat=0
split_feature=124 4 0 43 15 41 133 13 160 474 457 4 42 16 16 4 12
split_gain=0.000156709 0.000156382 0.000191905 0.000222456 0.000218864 0.000215994 0.000221093 0.000200182 0.000184741 0.000529664 0.0003044 0.000210478 0.00022239 0.00019849 0.000263431 0.000186865 0.000173849
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.083940000000000015 0.10363000000000001 0.077550000000000022 -0.0056849999999999991 -0.10939499999999998 -1.0000000180025095e-35 0.084655000000000022 -0.0015249999999999997 0.25367000000000006 0.088345000000000021 -0.072359999999999994 -0.094359999999999986 0.0021050000000000005 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 16 5 6 -3 -8 9 -9 -10 12 13 14 -12 -15 -4
right_child=-2 2 3 -5 -6 -7 7 8 10 -11 11 -13 -14 15 -16 -17 -18
leaf_value=-0.0012245145933914353 0.0013754437949613705 -0.001339856052116713 0.0023872369125772825 -0.00034726547560383635 -0.0015421173385126413 -0.0014152655917081774 0.0013267643279142201 -0.001928301147250821 -0.0015374172376312052 0.0012222973296040262 -0.00050091532348584726 0.001724947349524557 0.0014341088414371165 -0.0018696235909760285 0.0020088707460628168 0.00011778198301222117 0.00040100802600986099
leaf_weight=0.0014719809098349126 0.0010529992158714299 0.0013231925190455305 0.0012495276267803215 0.0015198197632031452 0.0013976128856059691 0.0013917868968915661 0.0019146015264341872 0.0018814126065218048 0.0010539939893046144 0.0011552225549337214 0.0012224951655275254 0.0016434903635897946 0.0016092164033112422 0.0012264302478189092 0.001036651231363539 0.0013150511631681017 0.0011217351570662615
leaf_count=174 49 855 136 36 330 165 163 529 126 169 76 163 363 213 231 69 63
internal_value=0 -6.86975e-05 8.41798e-06 0.000746569 -0.000149646 -3.3622e-05 9.13932e-05 0.000226102 5.25735e-05 -0.000729724 0.000313413 0.000555644 0.000255833 -0.000139136 0.000650747 -0.000841271 0.00144764
internal_weight=0 0.0235342 0.0220622 0.00389108 0.0181712 0.0167735 0.0153818 0.0140586 0.012144 0.00303664 0.00910733 0.00805333 0.00640984 0.00480063 0.00225915 0.00254148 0.00237126
internal_count=3910 3861 3687 235 3452 3122 2957 2102 1939 698 1241 1115 952 589 307 282 199
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=19
num_cat=0
split_feature=124 1 0 133 50 15 47 151 4 4 15 1 3 3 16 4 16 3
split_gain=0.00012884 0.00015366 0.000177284 0.000258548 0.000164736 0.000245247 0.00024222 0.000221468 0.000247425 0.000326726 0.000339083 0.000271718 0.000199057 0.000138346 0.000116682 0.000144407 6.38666e-05 5.10626e-05
threshold=0.10385500000000002 0.076710000000000014 -0.089879999999999974 0.086975000000000011 0.11843500000000001 -0.26361999999999991 0.086425000000000016 -0.086769999999999986 0.0057500000000000008 -0.017449999999999997 0.035895000000000003 0.11215000000000001 -0.074234999999999982 -0.013944999999999997 -0.082504999999999981 -0.39075499999999991 -0.46853499999999992 0.090325000000000003
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 14 5 16 7 -7 9 10 13 -10 -8 -9 -4 -16 -3 -14
right_child=-2 4 3 -5 -6 6 12 8 11 -11 -12 -13 17 -15 15 -17 -18 -19
leaf_value=-0.0015600462446536084 0.0012556546059479159 0.00069877769379929529 0.001327060723190387 -0.0016459076939481089 -0.0012889700979055261 0.0016488232502833678 0.00025156552068865369 0.002078135536178749 0.0017577495858537521 -0.0018056283933091304 -0.001376482850922278 -0.00057072735933006021 -0.00093271928769746485 0.00017908304702951114 0.00080335892828617981 -0.00077571123417509251 0.0019503035769001347 -0.0020586067982964382
leaf_weight=0.0016574154351409447 0.001038895527674554 0.0010302803227331125 0.0010142630647794453 0.0012611148773063741 0.0010198295252989978 0.0014949719659602696 0.0015538973739417372 0.0010370771901051512 0.001911726151060833 0.001528034945580182 0.0011087004348960816 0.0010368042831503388 0.0011406086879350843 0.0010212840983658831 0.0013579978879860715 0.0018152273469072043 0.0011658330283443865 0.0010266804780258987
leaf_count=476 49 98 325 612 130 118 160 157 126 169 431 64 77 109 44 539 166 60
internal_value=0 -6.26944e-05 -0.000511182 -0.000192127 0.000135552 0.000232044 3.88783e-05 0.000359624 0.000107477 -0.000414707 0.000256381 0.000938977 -0.000748818 0.00113589 0.000245698 -9.99401e-05 0.00136317 -0.00146607
internal_weight=0 0.0231817 0.00710602 0.0054486 0.0160757 0.0150559 0.0128598 0.0091386 0.00764363 0.0046951 0.00316706 0.00294853 0.00372119 0.00205836 0.00418749 0.00317323 0.00219611 0.00216729
internal_count=3910 3861 1996 1520 1865 1735 1471 1174 1056 866 697 190 297 266 908 583 264 137
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=45 14 156 453 1348 158 1429 4 11 403 1374 52 43 1 13 403 151 457 0 38 2 1 0 40 48 0 52 3 2 16
split_gain=0.00118906 0.00162803 0.00109507 0.000951468 0.00102897 0.000820416 0.000843865 0.00115002 0.00104342 0.000930673 0.000819203 0.00087416 0.00094291 0.000839523 0.00112309 0.00102791 0.00101551 0.000831928 0.000944067 0.00070872 0.000769477 0.00101948 0.000626451 0.000614875 0.000574557 0.000567218 0.000563521 0.000962436 0.000651948 0.000520346
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.10963500000000002 0.090050000000000005 0.11136500000000001 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.096520000000000009 -0.094679999999999986 0.18936500000000003 0.24789500000000006 0.076710000000000014 -0.00059999999999999995 -1.0000000180025095e-35 -0.083919999999999981 -0.0015249999999999997 -0.23029999999999998 0.10386000000000002 1.0000000180025095e-35 0.10720500000000001 -0.089879999999999974 -0.082239999999999994 0.086065000000000016 -0.073129999999999987 0.071660000000000015 0.10856000000000002 -0.0098549999999999974 0.099280000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 12 13 15 19 -12 -17 -16 -19 20 21 25 -18 -24 -25 -15 27 28 -20 -13
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 29 -14 14 17 16 22 18 26 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012438704945808483 -0.0012435034744486899 -0.0010493358658655734 -0.00091597791334446517 -0.0011666936239440365 0.0012166196708693401 -0.0010946923379976717 -0.00067540869846717197 0.0011914966505410748 -0.00076414155091728518 -0.00097326951263893946 -0.0010203634991779579 -0.00075540611989604483 -0.00078243871165027538 -0.00085589570894847747 -0.0006556494048492712 -0.00097609210188533927 -0.00035302982345340641 0.00086434489222055164 -0.00081609687341141371 -0.00033663227794728467 0.0011100633149894318 0.00094080716952835099 0.0012438561249474558 6.7515577789757452e-05 0.00078502511589690575 0.00035841884770194124 0.00082654597470208015 -0.0011774772965043503 0.00026683574587364512 0.00023019697812436479
leaf_weight=0.0011255065733166694 0.0010831280201732954 0.0024017202309840604 0.001400442367597953 0.0010286016618294971 0.0011263648278241325 0.0010092810131954169 0.0020206825619126781 0.001357858362879937 0.0024244178667629504 0.001284002745557399 0.0013954931845129295 0.0025726079049557251 0.0015019269786280534 0.0010450090638718388 0.001828588050585723 0.0012480133490999643 0.0025849147701215722 0.0028792285787631053 0.0010194431325700765 0.0010068271392640335 0.0049108149667560497 0.002753681834654742 0.0010266881326970187 0.0075172851383165096 0.0022396625700480399 0.0013803955149995764 0.0012244807835486426 0.0010665387655990344 0.0054795528988726954 0.0012214258555784951
leaf_count=15 193 122 148 18 46 142 60 195 69 268 616 332 139 202 44 142 140 44 38 20 202 83 6 279 47 75 11 27 172 15
internal_value=0 -4.59253e-05 -4.8267e-06 1.84843e-05 4.00511e-05 1.61293e-05 3.67422e-05 6.19213e-05 3.22147e-05 7.14507e-05 9.94418e-05 0.000133552 0.000185059 0.000220844 0.000365104 -7.40738e-07 9.66061e-05 0.000124181 0.000246382 0.000658159 0.000757425 0.000423052 0.000196747 0.000328533 0.000232217 -0.00016478 4.39636e-05 -8.26973e-05 9.69652e-05 -0.000438108
internal_weight=0 0.0610391 0.0586374 0.0575542 0.0565256 0.0553993 0.05439 0.0529895 0.0516317 0.0492073 0.0479233 0.0459026 0.0421085 0.0406066 0.0245946 0.0160121 0.0146166 0.0134978 0.0116692 0.0110967 0.0100899 0.00517909 0.0133686 0.0107836 0.00975695 0.0024254 0.00879002 0.00756553 0.006499 0.00379403
internal_count=3910 3895 3773 3580 3562 3516 3374 3226 3031 2962 2694 2634 2287 2148 918 1230 614 336 292 582 562 360 472 332 326 277 248 237 210 347
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=45 14 156 453 1348 1456 15 11 403 123 1 0 157 156 1374 1374 52 52 12 12 38 2 51 160 13 133 0 15 1 4
split_gain=0.00125234 0.00222397 0.00121373 0.000990579 0.00118756 0.000887202 0.000823564 0.00090484 0.000914414 0.000816146 0.000829181 0.00108575 0.0010825 0.00127907 0.0010289 0.00107109 0.00087209 0.00117659 0.000915182 0.000833483 0.000798676 0.000701913 0.000707932 0.000691366 0.000828471 0.000758443 0.000624955 0.00137739 0.000706157 0.000621869
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.10963500000000002 0.090050000000000005 -1.0000000180025095e-35 -0.46970499999999993 0.08776500000000001 0.096520000000000009 0.13456000000000004 1.0000000180025095e-35 -0.084074999999999997 -0.077294999999999989 0.091385000000000008 0.090240000000000015 -0.095439999999999983 0.11401500000000002 0.10701500000000001 0.098845000000000016 0.093125000000000013 0.084445000000000006 0.11362000000000001 0.13741000000000003 -1.0000000180025095e-35 0.0024700000000000004 -0.0023199999999999996 -0.10575999999999998 0.041585000000000004 0.095155000000000017 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -8 -12 14 15 -14 17 18 19 29 21 23 -23 24 -17 -25 -27 28 -28 -13
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 12 16 13 -15 -16 20 -18 -19 -20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0014865590188178903 -0.0014861150005514192 -0.0013572871714949916 -0.00097773084768242643 -0.0013979031201389075 0.0014490357494532302 0.0013827985234491481 -0.00069356924448649984 -0.00074349276106753126 -0.0011355799260690371 -0.0012128643847936459 0.00099316190830404981 0.00025398529041728183 -0.00066088344509301975 -0.0011710453025500934 -0.0012152103928555818 -0.0011344561937126445 -0.0010453353636465028 0.0014191114348516252 -0.00099654925082027644 0.0010770648555745051 -0.00046496403440261514 0.0014117684332766586 0.00012238979468097904 -0.00060315519155612694 0.00063592716201884886 0.0009137885468871493 -0.00037313369460090077 -0.0013374901800633832 0.00084013120642757874 -0.00078485056731343703
leaf_weight=0.0011787739704232072 0.0011921358709461307 0.002788892726914848 0.0018984766365603969 0.0010576416282219716 0.0013158675674276301 0.0010130627664270966 0.0051858146168193191 0.0031452187477896123 0.0013388824833815418 0.0010122654386961463 0.0040824340163538855 0.0049284974678978008 0.002299763167513901 0.0014784232881446249 0.0010196035954947993 0.0013863119397026216 0.0013007862859839561 0.0016057823569255456 0.0015609847320461343 0.0020139578212736708 0.0021334827297039274 0.0030627309550492745 0.0013569665191823788 0.0013149811544113108 0.0010082265337274521 0.0063908119839055592 0.0013984063528624854 0.0010071454078701692 0.004369405695667794 0.0017154161586448065
leaf_count=15 193 122 305 18 46 130 725 108 271 21 138 252 31 96 32 105 151 29 120 99 34 154 22 117 15 111 74 155 111 110
internal_value=0 -5.88829e-05 -1.0317e-06 2.78019e-05 5.27902e-05 2.16646e-05 5.48757e-05 3.09028e-05 7.68835e-05 0.000108324 0.000134744 -0.00011789 0.000277927 0.000174481 0.000248852 0.000306872 0.000109559 0.000236605 5.0787e-05 0.000239618 0.000401868 0.000488713 0.00101589 0.000350643 -0.000389032 0.000472955 0.000580436 0.000265985 0.000545975 -1.42355e-05
internal_weight=0 0.0653824 0.0625935 0.0614013 0.0603437 0.0590278 0.0571294 0.0561163 0.0529711 0.0516322 0.0506199 0.0183112 0.0323087 0.0282263 0.0267478 0.0257282 0.0131254 0.0118246 0.0102189 0.00865787 0.0234285 0.021295 0.0044197 0.0168753 0.00239454 0.0144808 0.0131658 0.00677496 0.00576781 0.00664391
internal_count=3910 3895 3773 3580 3562 3516 3211 3081 2973 2702 2681 1486 1195 1057 961 929 761 610 581 461 898 864 176 688 120 568 451 340 185 362
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=45 14 156 151 1348 4 11 3 402 133 51 484 457 457 15 3 484 156 123 1 15 42 160 51 13 160 34 133 457 13
split_gain=0.00115677 0.00155197 0.00116569 0.000889198 0.00109016 0.000870518 0.00150703 0.000950282 0.000788911 0.000790416 0.000780795 0.00076893 0.000733758 0.00126901 0.000621478 0.00104603 0.000865136 0.000711871 0.000760052 0.000654648 0.00134549 0.000998547 0.000884223 0.000839439 0.000811356 0.000838133 0.000916291 0.00063005 0.000617536 0.000577422
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.28937500000000005 0.080455000000000013 -0.15464999999999998 0.088340000000000016 0.11253500000000001 0.11024000000000002 0.089280000000000012 -0.23052999999999998 -0.0034949999999999994 -0.23033499999999998 0.30601500000000009 -0.0043499999999999988 0.091280000000000014 0.092740000000000017 0.11561500000000001 0.10043500000000001 -0.09602999999999999 -0.091109999999999983 -0.40274499999999996 -0.52445999999999982 0.091575000000000017 -1.0000000180025095e-35 -0.0056849999999999991 0.088850000000000026 0.10741000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 9 11 -7 12 -9 -14 -15 16 -16 18 19 20 21 -18 -23 -21 -24 26 -26 -28 -29 -5
right_child=1 -3 3 4 -6 10 -8 8 -10 -11 -12 -13 13 14 15 -17 17 -19 -20 23 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.0013732951576869218 -0.0013729345219375725 -0.0011438271688696206 -0.0012256606353316236 0.0012089011555156035 0.0013422717954823199 0.00064648580959356366 -0.0013729396937095441 0.0010752831504872067 -0.0010678250866973181 -0.0011919582265630692 -0.00054347699680111733 -0.0011314620219396081 -0.0010165712069953397 -0.00095509558931039073 -0.00087914574044625673 0.0013729689329044421 -0.0010215188058771629 -0.00087998961518542297 -0.00087503734222068794 -0.00037374199831284566 -0.0012770074810278737 -0.0008180740913990485 -0.00086305454214820234 0.00090617268530053638 -0.00055536353559825814 -0.00031495377761111366 -0.00025182031428529878 0.00080624554882336157 -0.00031191011029902446 0.00017735527118508795
leaf_weight=0.0011182609077877706 0.0011310441687155661 0.0022929168843233141 0.0010367175690575428 0.0018270209086494937 0.0012177737111755951 0.0065040363354826871 0.001546677999172629 0.0012510658630979768 0.0014067527765064805 0.0010603348887472377 0.0012368987658817332 0.0010837135569734526 0.0021536933393990756 0.0010825973784448486 0.0017646487519888945 0.0011773539145707437 0.0012358399301246594 0.0013142199604989626 0.0012981574700603451 0.0012426460201595546 0.0012695805533082796 0.0013658186000258246 0.0010249958068015907 0.0043347699251263796 0.0013718337147921042 0.0026885719708502611 0.0014059520874241125 0.011649350480086099 0.0010117703376408835 0.0023233265450244289
leaf_count=15 193 122 64 25 41 354 101 32 340 400 19 166 213 41 283 51 119 125 35 20 134 104 6 64 71 61 388 286 19 18
internal_value=0 -3.56811e-05 7.37228e-06 3.43423e-05 5.73199e-05 2.91924e-05 -3.98516e-05 4.6387e-06 -5.70172e-05 -2.21542e-05 0.000456346 9.06886e-06 4.10543e-05 6.45076e-06 6.89761e-05 0.000101435 5.60402e-05 0.000108911 0.000152378 0.00019901 9.67828e-05 0.000176958 0.000249143 0.000621008 0.00032525 0.000392441 0.000515629 0.000620073 0.000716892 0.000631451
internal_weight=0 0.0613101 0.0590172 0.0578861 0.0568494 0.0556316 0.0478907 0.046344 0.0421937 0.0407869 0.00774094 0.0397266 0.0386429 0.0373918 0.0352381 0.0341555 0.0329782 0.0312135 0.0298993 0.0286011 0.0230237 0.0217541 0.0205183 0.00557742 0.0191525 0.0181275 0.0154389 0.0140671 0.0126611 0.00415035
internal_count=3910 3895 3773 3580 3516 3475 3102 3001 2958 2618 373 2218 2052 2020 1807 1766 1715 1432 1307 1272 1188 1054 935 84 831 825 764 693 305 43
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=20
num_cat=0
split_feature=14 48 11 1 13 42 43 0 2 2 16 4 151 4 52 3 3 47 47
split_gain=0.00014476 0.00014757 0.000265357 0.00017199 0.000366477 0.00028609 0.000421586 0.000322102 0.000408751 0.000315873 0.000227058 0.000205389 0.000368983 0.0001847 0.000143484 0.000348163 0.000267473 0.000118769 0.000105393
threshold=0.077685000000000018 -0.064549999999999982 0.08776500000000001 0.099595000000000017 -0.079834999999999975 0.087065000000000017 -0.14839499999999997 0.18055000000000002 0.105395 0.097940000000000013 0.064860000000000015 -0.029114999999999999 -0.081989999999999993 0.015635000000000003 0.024145000000000003 0.11265500000000002 -0.075679999999999983 0.09585500000000001 0.086785000000000015
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 5 18 7 -7 8 9 10 11 -3 -13 -14 15 16 -6 -18 -5
right_child=-2 2 -4 4 14 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.0012246522066873115 -0.001396887847726652 0.0013019457253023755 -0.0017622844551785587 0.002764413791478086 -0.0012012621896724442 0.00064137596015689498 -0.0026881691638153972 0.0022151630266167535 -0.002569258045987865 0.0019504795301688439 -0.0018275249411976177 0.0014629129113010873 -0.0023670996069911775 -7.9367204092446191e-05 0.00105674856029841 -0.0019738041970653345 0.0021852675144833772 0.00028541095648417273 0.0010253250865058577
leaf_weight=0.001654429067059481 0.0011706120813901313 0.0016966850144873582 0.0013535185996218493 0.0011643597282395834 0.0011212169025895946 0.0010113899876600385 0.0016143138045819913 0.0010487412936583959 0.0010146075198425031 0.0013336484421614392 0.0011648271588174386 0.0011476576011381079 0.0012826625722446592 0.001048909013815047 0.0016357377761702097 0.0014609887784473585 0.0010750748864163384 0.0010770494375806905 0.0011158156456252399
leaf_count=194 126 648 132 209 108 46 951 19 167 125 142 144 316 110 118 62 187 45 61
internal_value=0 5.93144e-05 -2.68819e-05 8.48976e-05 0.000522246 -0.000221099 -0.00140567 9.83107e-05 -0.000157188 0.000161704 -0.000214529 0.000148472 -0.000414033 -0.00133791 2.42871e-05 -0.000332434 0.000400158 0.00123447 0.00191338
internal_weight=0 0.0240216 0.0223672 0.0210137 0.00865024 0.0123634 0.0026257 0.00973774 0.008689 0.00767439 0.00634074 0.00517591 0.00347923 0.00233157 0.00637007 0.00473433 0.00327334 0.00215212 0.00228018
internal_count=3910 3784 3590 3458 790 2668 997 1671 1652 1485 1360 1218 570 426 520 402 340 232 270
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=19
num_cat=0
split_feature=453 4 2 158 403 14 160 47 52 47 15 160 13 157 3 2 52 16
split_gain=0.000134783 0.000278744 0.000324038 0.000253607 0.000190171 0.000190032 0.000151928 0.000227258 0.000403307 0.000195326 0.000175946 0.000371491 0.000322186 0.000230729 0.000172663 0.000153004 0.000348667 0.000194528
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.085745000000000002 -1.0000000180025095e-35 -0.41128499999999996 -0.217635 0.10783500000000001 -0.24456499999999998 0.13206500000000002 -0.0063699999999999989 0.031805000000000007 -0.017604999999999999 -0.059294999999999994 -0.0026499999999999996 0.10113500000000002 0.10701500000000001 -0.029944999999999996
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 4 -1 -4 -6 8 -8 -9 11 12 -10 -12 -13 17 -17 -15
right_child=-2 2 5 -5 6 -7 7 9 10 -11 13 14 -14 15 -16 16 -18 -19
leaf_value=-0.0016227893461922599 -0.0013910224780154419 -0.00057528406361698236 0.000578068991143048 -0.0019507392385245798 -0.0013562810534779423 0.0028129544949054256 -0.0023151467470083143 0.0025614532464230304 -0.0031586486527551746 0.00023941251313371316 0.0021996520194290793 0.0016933034009871172 -0.00014993666704190485 0.0016674883563641018 -0.00021589230628243127 -0.0015578417651231375 0.0012080143994706882 -0.00014976841052480086
leaf_weight=0.0010984985933262517 0.0010596923253307624 0.0012746202770852477 0.001021039635904053 0.0011364656296609368 0.0010905530961856083 0.0014429858088584871 0.001104692269274365 0.0010754455792936204 0.0010847645435756448 0.0012097739440326549 0.0011490264081683854 0.0011924992053400363 0.0011548554659389322 0.0019638572640635855 0.0019814566946756429 0.0017100436682144782 0.001232620566437248 0.001751309370234393
leaf_count=827 99 68 95 330 281 241 350 84 333 53 103 165 135 390 65 70 39 182
internal_value=0 5.41094e-05 0.00104744 -0.000132174 -2.22377e-05 0.00188687 7.70908e-05 0.000171199 -1.4008e-05 0.00133219 0.000178274 -0.000370931 -0.00160721 0.000559114 0.000501419 0.000275985 -0.000399282 0.000810843
internal_weight=0 0.0236745 0.00373865 0.0199359 0.0187994 0.00246403 0.0177009 0.0166103 0.0143251 0.00228522 0.0132204 0.00541358 0.00223962 0.00780686 0.00317396 0.00665783 0.00294266 0.00371517
internal_count=3910 3811 404 3407 3077 336 2250 1969 1832 137 1482 698 468 784 230 681 109 572
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=18
num_cat=0
split_feature=150 484 1 42 49 51 474 2 2 376 42 1 52 43 4 3 15
split_gain=0.000131105 0.000290862 0.000222529 0.000266835 0.000256632 0.000211764 0.000202478 0.000161878 0.000220461 0.000160139 0.000177892 0.000192088 0.000222768 0.000233226 0.000191249 0.000195213 0.000117762
threshold=0.075065000000000007 -0.0043499999999999988 0.12864500000000004 0.09901500000000002 -0.006494999999999999 -0.025709999999999997 0.084835000000000008 0.090695000000000012 -0.013084999999999998 0.048375000000000008 -1.0000000180025095e-35 0.11026000000000001 0.092885000000000009 -0.074254999999999988 0.05309500000000001 -0.010319999999999998 -0.091024999999999981
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 -4 9 8 -2 10 -6 12 13 -12 15 -15 -9
right_child=7 2 5 -5 6 -7 -8 16 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0020042326169807684 0.0011227675846646121 -0.0016008419605396289 -5.0377746844057493e-05 -0.0019874891654199402 -0.0016347890327656162 0.0022123005433111824 0.0016232957070256284 0.0021152360028179325 -0.0011068684705240253 0.0014577347471521 0.0020553742363034885 -0.0012433509524329036 -0.00086882899592263807 0.00064488575831007846 0.0013584575441593161 -0.0017676003995893547 0.00051269780441200088
leaf_weight=0.0012669608319549322 0.0012055489915994144 0.0015128603436147534 0.0013599118106695229 0.0012377222552525944 0.0011972673541504634 0.0012453536775498533 0.0012782891056949972 0.0011984041396901901 0.0016520635834704747 0.0010053488432788535 0.0014719073763742613 0.0015846852796155275 0.0018826171462470453 0.0010459471419079786 0.0013083789320216255 0.0010627328313921273 0.0018077891158747583
leaf_count=575 69 161 71 348 828 192 180 70 198 52 152 100 284 305 64 72 189
internal_value=0 -0.000171099 -3.60143e-05 -0.000226613 -6.33573e-05 0.00103121 0.000133142 0.000509343 -0.000166246 -4.726e-05 -0.000205635 -8.69425e-07 0.000289896 0.000736092 0.000167807 -0.000570959 0.00115154
internal_weight=0 0.01846 0.017193 0.0145878 0.01335 0.00260527 0.0118372 0.00586381 0.00285761 0.0105589 0.00955354 0.00835627 0.00677158 0.00488897 0.00341706 0.00210868 0.00300619
internal_count=3910 3384 2809 2546 2198 263 2037 526 267 1857 1805 977 877 593 441 377 259
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=158 31 52 123 133 151 150 1456 4 11 4 4 15 1 2 14 12 16 12 3 157 1429 16 2 51 42 0 16 13 15
split_gain=0.000869326 0.000852038 0.000713979 0.000675863 0.000707011 0.000693475 0.000720428 0.000685523 0.000558791 0.000986664 0.000716484 0.000926035 0.000816793 0.000639129 0.000630076 0.000654693 0.000578909 0.000497455 0.000855125 0.000528137 0.000482461 0.000709851 0.000481899 0.000744881 0.000421202 0.000582763 0.000411003 0.000409775 0.00035523 0.000317459
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.42985499999999993 0.13256000000000004 0.11253500000000001 -0.40391999999999995 -0.18357499999999996 -1.0000000180025095e-35 0.27608500000000008 0.080455000000000013 -0.0017649999999999999 0.0021050000000000005 0.079360000000000014 0.076710000000000014 -0.13811499999999996 -0.46637499999999993 0.082640000000000005 -0.014099999999999998 -0.023959999999999995 0.16699000000000003 -1.0000000180025095e-35 0.084515000000000021 0.011450000000000002 0.097360000000000016 0.094915000000000013 0.083725000000000008 -0.11287999999999999 -0.053084999999999993 0.043015000000000005 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 10 12 -12 13 22 28 -16 -14 19 -19 24 21 -15 27 -24 25 29 -27 -9 -10 -13
right_child=-2 2 3 -5 -6 6 7 8 14 -11 11 17 16 20 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00099566898080698262 -0.0012721151198925328 -0.00091105004750422999 -0.00088781922450779927 -0.0011214618257793286 -0.00095423058945525959 0.0011134679600697443 -0.00081276535246997174 0.00013504313816459354 0.00034545175223297332 -0.0012620790005686202 -0.001280952908248727 -0.00052838973930361354 -0.0010092159779649603 -0.00073029515286704969 -9.0751157265634081e-05 0.001036370907721385 8.7575007728040133e-05 -0.00069099014936910004 0.00078461152057423622 0.00058522953056273301 0.00089511737516322022 0.00090347295251518662 -0.00033564999181329473 0.00072651793317801802 0.00040134827135082218 0.00055970831501347983 -0.00051338969568594456 -0.00096880441566845373 -0.00071294287844549142 -0.0013294278801074856
leaf_weight=0.0016507183750196211 0.0010655001815011991 0.0017287993624184308 0.0014765154580338438 0.0010242262312694086 0.0013961582788728491 0.001303126874319104 0.0017081914689156532 0.001405025399213832 0.0013678505635699167 0.0011424776309940645 0.0013472957936522334 0.0024988213747034775 0.0015249612416106109 0.0010232119470003909 0.0013991395625652103 0.0036383052536548268 0.0024755726590428018 0.001074976987268883 0.0027152846884312956 0.0013234582685086585 0.0054031195319703676 0.0010634972567018508 0.0020297027745423968 0.0035749692910513886 0.0011872152345575593 0.0013160878852218616 0.0014947697739104981 0.0012427177612437329 0.0011401275290552348 0.0015858226666569672
leaf_count=110 167 353 66 25 451 28 229 108 43 70 112 106 57 77 50 221 787 32 75 27 187 47 43 39 34 23 107 174 13 49
internal_value=0 5.33081e-06 -2.63438e-05 4.31782e-06 2.79177e-05 5.68088e-05 8.7139e-05 5.72071e-05 9.17876e-05 1.80976e-05 6.0755e-05 -0.000175094 0.000234496 0.000378079 0.000437794 0.000723315 -0.00033051 -6.21913e-05 0.000366108 -0.000234776 0.00067425 0.000102359 0.000109277 0.000341859 -0.000369044 -0.000501684 -1.09483e-05 -0.000383048 -0.000135695 -0.000839385
internal_weight=0 0.0532621 0.0516114 0.0498826 0.0488584 0.0474622 0.0459857 0.0446826 0.0429744 0.035429 0.0342865 0.0145437 0.0197428 0.0157422 0.00754542 0.00503744 0.00400053 0.0131964 0.00379026 0.00940618 0.00748983 0.00208671 0.00825242 0.00560467 0.00808272 0.0068955 0.00281086 0.00264774 0.00250798 0.00408464
internal_count=3910 3743 3633 3280 3255 2804 2738 2710 2481 2154 2084 565 1519 675 327 271 844 453 107 346 311 124 364 82 319 285 130 282 56 155
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=19
num_cat=0
split_feature=14 1 0 132 13 47 48 43 43 16 151 16 12 159 4 52 2 15
split_gain=0.000134865 0.000127816 0.000280405 0.000201545 0.000190749 0.000254061 0.000142452 0.000207917 0.000174173 0.000139046 0.000298298 0.000312399 0.000218799 0.000199956 0.000331921 7.40785e-05 7.03066e-05 6.31308e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.089879999999999974 0.079995000000000011 -0.089899999999999994 0.080075000000000021 0.086065000000000016 -0.18906999999999999 0.079060000000000005 -0.53257999999999994 -0.087654999999999983 -0.12467499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0057500000000000008 -0.07125999999999999 0.090545000000000014 -0.093099999999999974
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 -3 7 -4 -9 -6 -11 17 -13 -14 16 -16 -15 -12
right_child=-2 3 6 -5 9 -7 -8 8 -10 10 11 12 13 14 15 -17 -18 -19
leaf_value=-0.0016954754394246751 -0.0012205097908183304 0.0020292507868109378 0.0010285678029445843 0.0017823396858732533 -0.0012992027626593751 -0.0001861163311605742 0.0011216596042785134 -0.0015390827998536074 9.7887467247876979e-05 0.0017535137283190808 0.0017293688773001286 0.00064034673354458865 -0.0021946811582485462 -0.002003134257412777 -0.00016705323213955667 0.0010325788065023659 -0.00077076940826293901 0.00046533524498898064
leaf_weight=0.0015517175447505287 0.0011247497331385295 0.0014294963250540684 0.0011811365255366404 0.0010132527508930336 0.0010695671920872831 0.0012518870224615952 0.001205988993621232 0.0016816409729994725 0.0016703764729882331 0.001192238276638947 0.0010353460574208384 0.0017810745920172648 0.0010760640086058303 0.0013431232815965775 0.0014546611516044194 0.0012204409739684507 0.0010741702344994053 0.0010028083141007125
leaf_count=463 126 239 95 163 73 64 139 1166 120 92 127 144 189 389 48 58 173 42
internal_value=0 5.25773e-05 -0.000341247 0.000232664 0.000127498 0.000994938 2.49013e-05 -0.000266877 -0.000723348 -6.23823e-05 5.59425e-05 -0.000146698 -0.000468243 -0.000788335 -0.000491163 0.000380246 -0.00145551 0.00110744
internal_weight=0 0.023235 0.00729086 0.0159441 0.0149309 0.00268138 0.00573914 0.00453315 0.00335202 0.0122495 0.0111799 0.00998769 0.00794953 0.00616846 0.0050924 0.0026751 0.00241729 0.00203815
internal_count=3910 3784 1983 1801 1638 303 1520 1381 1286 1335 1262 1170 1001 857 668 106 562 169
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=1429 151 4 1348 11 2 403 403 1456 4 4 16 12 3 16 4 147 3 123 1374 150 1 15 43 4 52 52 4 48 3
split_gain=0.000802518 0.000830014 0.00107066 0.000817431 0.001374 0.000718128 0.00063039 0.000665794 0.000700281 0.00074565 0.000961915 0.000753251 0.000722271 0.000878686 0.000706289 0.000650052 0.000576002 0.000534167 0.000485956 0.000436258 0.000583958 0.000800351 0.000457741 0.000406722 0.00040554 0.000577117 0.00060956 0.000395514 0.000384723 0.000366647
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.084895000000000012 0.079700000000000007 -0.13811499999999996 -0.088854999999999976 0.096520000000000009 -1.0000000180025095e-35 -0.0017649999999999999 0.0021050000000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.115685 -0.50763499999999995 -0.0037349999999999992 0.096890000000000018 0.11476000000000001 0.090970000000000009 -0.080239999999999992 0.085200000000000012 0.12864500000000004 -0.0089749999999999986 -0.080569999999999989 -0.23071499999999998 0.0033900000000000002 0.084890000000000007 -0.39075499999999991 0.082070000000000018 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -3 8 -8 12 -11 14 23 28 -12 17 -4 24 19 -13 21 22 -21 -10 -15 -26 -27 -19 -14 -7
right_child=1 2 5 -5 -6 29 7 -9 9 10 11 18 13 15 -16 -17 -18 27 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00087928038202036703 -0.0010264927955084672 -0.00089975025717896882 0.00039313160694188305 0.00095633453621133953 -0.0010908948793121086 0.00094609745678544217 -0.00070587041253523453 -0.00088380702108614869 0.00031293949146467438 -0.0010453365260492677 1.7734284345815869e-06 -0.00043952396219563359 0.00033071574621357393 -0.00094373956304126246 -0.001047599961769173 0.00063814452520219043 -0.00071082396839746191 0.00063060623964094427 -0.00062743687513946577 -0.00040638845130826928 0.00083534742692318762 0.00067314691069217869 0.00030551221069548517 0.0010369975174107948 -0.00062083042103806038 0.00083825356905796759 -0.0003721808227413514 -0.00021034339047351245 0.0011143243790824485 0.00027942314512609631
leaf_weight=0.0013830940361123636 0.0010037121505082061 0.001056100275148574 0.0015541452143006396 0.00105578509135995 0.0016607665194747758 0.0029846687696570831 0.0016494695570978815 0.0010929351268937895 0.0022722883384247439 0.0013582066194757275 0.0017242768666339003 0.0013270915514027636 0.0035000185277045326 0.0013839098698884495 0.0016624288743916074 0.0014063959803524246 0.0010417628658103695 0.0014358253711179714 0.0010938123567143512 0.0031551512521317288 0.0018857448336717653 0.0023533135554600904 0.0019154519801531916 0.0018632384052814635 0.0024352111981427163 0.0010254714406299215 0.0011816392562817857 0.0015186017608534996 0.0010825195401196197 0.0017136210889345804
leaf_count=181 65 490 60 44 142 223 328 273 110 98 50 23 73 56 79 30 7 18 32 230 33 32 24 54 536 56 390 41 19 113
internal_value=0 7.68375e-06 2.87005e-05 -4.17043e-05 -6.73797e-05 0.000435015 -2.42142e-05 -8.62942e-08 2.58564e-05 5.97783e-05 -0.0001193 -3.61001e-05 0.000214208 9.68098e-05 -0.000513331 -8.80505e-05 -4.98964e-05 -0.000201775 0.00010168 0.000176658 0.000264495 0.000119493 -0.000137464 0.00063916 -0.000397941 -0.000235234 0.000190213 0.000198351 0.000515825 0.000702939
internal_weight=0 0.0503936 0.0493899 0.0420957 0.0410399 0.0072942 0.0393791 0.038323 0.0372301 0.0355806 0.0164755 0.0151173 0.0191051 0.0149696 0.00338671 0.0103871 0.00259591 0.00898066 0.0117306 0.0106368 0.00930966 0.00742392 0.0050706 0.00413553 0.00602623 0.00464232 0.00220711 0.00295443 0.00458254 0.00469829
internal_count=3910 3729 3664 3261 3217 403 3075 2585 2312 1984 601 503 1383 1219 129 1127 67 1097 374 342 319 286 254 164 1038 982 446 59 92 336
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=45 14 31 457 52 133 151 457 447 1456 1 4 2 133 2 1 13 15 13 3 159 1 42 14 39 47 0 13 0 0
split_gain=0.0010994 0.00109401 0.000747507 0.000716968 0.000636373 0.000827536 0.000703309 0.000839279 0.000919408 0.000654731 0.000637789 0.00083964 0.00130005 0.00128087 0.000885354 0.000955664 0.00111829 0.000754621 0.000750699 0.000624221 0.000521198 0.000649654 0.000826357 0.000508451 0.000585239 0.000837128 0.000496157 0.000569681 0.000441664 0.00036923
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.14941999999999997 -0.42985499999999993 -0.26719999999999994 -0.40391999999999995 -0.0034949999999999994 0.089095000000000021 -1.0000000180025095e-35 0.11235500000000002 -0.0017649999999999999 0.086915000000000006 0.10681500000000001 0.11230000000000001 0.093575000000000019 -0.083514999999999992 0.084565000000000015 -0.060719999999999989 0.12046500000000002 0.092630000000000018 0.085990000000000011 -0.084869999999999987 -0.074139999999999984 0.14706500000000003 0.12865500000000005 -0.084074999999999997 0.10741000000000002 -0.10303999999999998 -0.086969999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 11 13 -13 17 15 16 -14 20 -12 -16 21 22 -11 -20 25 28 -24 -28 -25 -23
right_child=1 -3 3 4 5 6 7 8 -10 10 18 12 14 -15 19 -17 -18 -19 23 -21 -22 29 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012940748925704868 0.00081781435273479638 -0.00098952382634743576 0.00078768470846502729 -0.00087197197274082314 -0.0012005178321375591 -0.00087843558518872278 -0.00082009234689340389 -0.00083051056711666116 0.0011463988622632498 -0.00085525262600226362 0.00078171606656580745 -0.00089797938637283165 0.00064270162435946991 -0.0012042746153154984 -4.5651256377217825e-06 0.001045870082892305 -0.00075472373099142506 -0.00058638020927194998 0.00065193640373521604 -0.0012848130917061354 -0.00041078236946578045 0.0011935204625646832 -0.00032532521015577143 0.00054558203855055454 0.00064332838032597262 -0.001293852725504453 0.00072840254826429915 -0.00016474789581206941 -0.00059873367832633602 0.00037354073152305047
leaf_weight=0.0010496610489099103 0.0017766583012956963 0.0019679004140931147 0.0017079807611786171 0.0015826055946904774 0.0010026230473710864 0.0015174232528352141 0.0019165337174169563 0.0014548013965307574 0.0012539090522878374 0.0010481656628249523 0.0038577231747796148 0.0040837494675454245 0.0018327274490763665 0.0011063918359444083 0.0012872465857949322 0.0018394768841858422 0.0020089809883399026 0.001675512724827354 0.0017549951869000324 0.0012625376534174393 0.0014263043083104785 0.0022689614341864228 0.0014274330435282067 0.0012641771971804161 0.0011309444701623761 0.0012167474654916077 0.0050237577391243357 0.0015682905827816285 0.0010198910182808163 0.0015447806418542607
leaf_count=15 111 122 49 345 215 68 212 260 88 109 213 156 71 344 90 36 154 575 39 10 79 67 186 23 34 27 82 11 46 73
internal_value=0 -4.27481e-05 -6.82225e-06 -3.60747e-05 -6.51582e-05 -3.78712e-05 -1.24146e-05 1.72669e-05 5.51546e-05 2.1865e-05 5.31405e-05 -4.37071e-05 -0.000301233 0.000141865 -5.16054e-06 0.000279084 -8.80673e-05 0.000235048 0.000331118 -0.000638486 0.000331242 0.000413403 0.000224989 5.89487e-05 -0.000165737 -0.000427107 0.000366179 0.000515916 3.46177e-05 0.000861382
internal_weight=0 0.0538292 0.0518613 0.0500847 0.0483767 0.0467941 0.0457915 0.044274 0.0423575 0.0411036 0.0396488 0.0294043 0.0123147 0.0170896 0.00823097 0.00568119 0.00384171 0.0159832 0.0102445 0.00254978 0.0143077 0.0128814 0.00906765 0.00638676 0.00463176 0.00350082 0.00801948 0.00659205 0.00228407 0.00381374
internal_count=3910 3895 3773 3662 3613 3268 3053 2985 2773 2685 2425 2043 517 1526 361 261 225 1182 382 100 607 528 388 169 130 96 279 93 69 140
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=19
num_cat=0
split_feature=128 10 11 124 13 484 160 160 52 0 13 4 16 47 16 0 1 4
split_gain=0.000134827 0.000199004 0.000218787 0.000164526 0.000254146 0.00017854 0.000163913 0.000200676 0.000271001 0.00043977 0.000236202 0.000239071 0.000260356 0.000199811 0.000390314 0.000380772 0.000225972 0.000234342
threshold=1.0000000180025095e-35 0.08302000000000001 0.088315000000000018 -0.048219999999999992 -0.017604999999999999 -0.0043499999999999988 -0.098319999999999991 0.090735000000000024 0.10701500000000001 0.14676000000000003 -0.083514999999999992 0.17888000000000001 -0.014099999999999998 0.09252500000000001 0.050115000000000007 -0.06402999999999999 0.095155000000000017 -0.0010999999999999996
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 -5 -7 8 9 10 11 12 -8 14 16 -15 17 -12
right_child=-2 -3 -4 5 -6 6 7 -9 -10 -11 13 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.00015761038737889207 -0.0013949736032561242 0.0016581573609266557 -0.0017808700186599804 -0.0014427409679936233 0.0024157232913153536 -0.0011571221615039649 -0.00077380001350775345 -0.0010489562052489081 0.0017493428454126948 -0.002214651897742323 0.0011484408957062498 0.0024547077381298203 0.0017518684737179307 -0.0028018226401432035 -0.001298918948760342 0.00057023369142002915 0.0023352539223361534 -0.0011614520911958255
leaf_weight=0.0012548966249115168 0.0010144834309554337 0.0011105893100449285 0.0010256642690324993 0.0013174025362638611 0.0010775571371426365 0.0015767324377721206 0.0013100857459418247 0.0018542475900373825 0.0017367846828602049 0.0011187074492893254 0.0019397358446752132 0.0013365856068137116 0.001164606440918088 0.0010030738235829451 0.0016270732795222176 0.0010204644017823838 0.0012412029205128849 0.0010083368743247865
leaf_count=126 296 93 116 553 133 445 293 179 138 37 606 84 158 99 269 34 129 122
internal_value=0 5.19008e-05 -2.69865e-05 5.6344e-05 0.00103123 -6.17485e-05 3.96764e-05 0.000155014 0.000308906 0.000112998 0.000336491 0.00113018 0.000414796 -4.93511e-05 0.000316629 -0.0011013 0.000944092 0.000358382
internal_weight=0 0.0237237 0.0226132 0.0215875 0.00233245 0.019255 0.0179376 0.0163609 0.0145067 0.0127699 0.0116512 0.00381128 0.00247469 0.00783989 0.00581635 0.00202354 0.00418928 0.00294807
internal_count=3910 3614 3521 3405 259 3146 2593 2148 1969 1831 1794 535 451 1259 1126 133 857 728
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=19
num_cat=0
split_feature=14 1 0 147 52 16 4 4 48 47 2 15 48 15 52 14 47 43
split_gain=0.000131413 0.000119851 0.000239833 0.000199843 0.000205219 0.000241951 0.000357716 0.000227575 0.000244933 0.000220013 0.00021708 0.000164529 0.000122958 0.00021305 0.000343749 0.00011307 9.25309e-05 8.27901e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 1.0000000180025095e-35 0.28122000000000008 0.081265000000000018 -0.078094999999999984 0.0057500000000000008 0.11930500000000001 0.078345000000000012 0.090420000000000014 -0.042544999999999993 0.086065000000000016 0.083825000000000024 0.10062000000000001 -0.4024299999999999 0.10589000000000001 -0.0056149999999999993
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 -3 10 9 15 -8 -7 13 14 17 -9 -11 -4
right_child=-2 3 12 -5 -6 11 7 8 -10 16 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.001783753681899692 -0.0014034187544153833 0.0024286454695303114 -0.0027457293743195998 0.0015914401381856731 -0.0014999864967316819 0.00025519944418094767 -0.0019272175557730894 0.00072898251244380514 -0.0010016878644479679 -0.00085127724620542172 0.00058441654582321305 -0.0020292913921585989 0.001213834226815874 0.0014247521351829005 0.00073956002936633152 0.0024428819089280084 0.00087582529035016448 -0.0010476237203219144
leaf_weight=0.0016679309917530093 0.0011371808245971273 0.0015062409541481978 0.0010262119929420332 0.0017930307207887344 0.0012887189951076303 0.0010245929787071617 0.0014412441529025877 0.0010862729275995528 0.0012963792764453252 0.0010626743654995607 0.001054789040807691 0.0012251587132769979 0.0012194088468071018 0.0010003302630314514 0.0015209417821870352 0.0018272837971453617 0.0011358798792611147 0.0010065868948856424
leaf_count=468 126 253 436 164 157 119 293 83 68 70 115 207 139 794 83 226 38 71
internal_value=0 6.13723e-05 -0.000378583 0.00026934 9.93981e-05 0.0002622 0.000532556 0.000211824 0.00063156 0.00104574 -0.000865836 -0.000988877 2.73641e-05 -0.000290328 -0.0007731 0.00180388 4.10278e-05 -0.00190487
internal_weight=0 0.0231837 0.00744141 0.0157423 0.0139492 0.0126605 0.0104108 0.00890452 0.00640849 0.00511211 0.00249603 0.00224975 0.00577348 0.00455407 0.00355374 0.00291356 0.00219855 0.0020328
internal_count=3910 3784 1991 1793 1629 1472 1146 893 485 417 408 326 1523 1384 590 309 108 507
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=18
num_cat=0
split_feature=42 15 1 48 38 2 457 43 52 1 1 13 12 13 160 49 4
split_gain=0.000119409 0.000149999 0.00017646 0.000182513 0.000206117 0.000254561 0.000239547 0.000199367 0.000254233 0.000225244 0.000359689 0.000169376 0.000165815 0.000164862 0.000197079 0.000226039 0.000236851
threshold=0.11315500000000002 0.079360000000000014 0.13662500000000002 0.12649500000000002 1.0000000180025095e-35 0.1178 -0.0034949999999999994 -0.24333999999999997 0.11401500000000002 0.11183500000000002 0.10444500000000001 -0.090744999999999978 0.091475000000000015 -0.028919999999999998 -0.025614999999999995 -0.047309999999999998 -0.067059999999999995
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 10 11 -9 -3 -13 -15 -16 -17
right_child=-2 12 -4 -5 -6 -7 7 8 -10 -11 -12 13 -14 14 15 16 -18
leaf_value=-0.0014936227507561693 -0.0012326696324526005 -0.0015441066482321391 0.0013086072720392909 -0.0014359025728876824 -0.0013044543261473409 0.0018993735439214925 0.0017327316063364285 0.0012285920580643707 -0.0012667786893422761 -0.0008221196875271272 0.0024637620622945037 -0.0011259963542900532 0.000226754602917869 0.0017007207468844878 0.0011981626511182503 0.00044270181972374227 -0.001801440301821233
leaf_weight=0.0011303284634867081 0.0010186572515443184 0.0015545792406920908 0.0016481450669540978 0.0010356065476599943 0.0012209722845510909 0.0011728165342383958 0.0011319608597603033 0.0019408022899496382 0.0015393447003388969 0.0019190458375866202 0.0011602791369980112 0.0013825938578388144 0.0013043220132860356 0.0010632874854440456 0.0012362588558483302 0.0012248242232186781 0.0013008078605196973
leaf_count=267 310 857 165 78 78 195 57 124 212 149 132 413 395 114 76 89 199
internal_value=0 4.87764e-05 0.000160385 5.78635e-05 0.00014665 0.000256002 0.000127763 0.000259619 0.000129011 0.000320374 0.000555902 0.000284241 -0.000736183 -1.10019e-05 0.000308486 -8.50255e-05 -0.000713127
internal_weight=0 0.022966 0.0201071 0.0184589 0.0174233 0.0162024 0.0150295 0.0138992 0.0127672 0.0112279 0.00930885 0.00814857 0.0028589 0.00620777 0.00482518 0.00376189 0.00252563
internal_count=3910 3600 2348 2183 2105 2027 1832 1565 1508 1296 1147 1015 1252 891 478 364 288
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=19
num_cat=0
split_feature=2 3 50 158 151 42 12 151 49 1 47 3 2 49 0 15 12 2
split_gain=0.000116908 0.000317773 0.000200651 0.000201891 0.000165094 0.000265958 0.000333755 0.000286409 0.000251001 0.000178607 0.000234228 0.000198664 0.000224771 0.000208499 0.000175178 0.000142722 6.39125e-05 5.27616e-06
threshold=0.12238000000000002 0.12566000000000002 0.086465000000000014 0.084965000000000027 -0.084764999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.056409999999999995 0.0062100000000000011 0.12646500000000002 0.09252500000000001 0.10420500000000001 0.084235000000000018 -0.069934999999999983 -0.014809999999999999 -0.091024999999999981 0.078515000000000015 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 15 6 -6 -7 9 10 11 12 16 -14 -15 -1 -9 -13
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12 17 13 14 -16 -17 -18 -19
leaf_value=4.6896079913741849e-05 0.0024575595438849802 -0.0004770069185141059 -0.0019933403810978652 -0.0018167846613775349 0.00034646382783789077 0.0028472226915099439 -0.0031127168638232171 0.0018377326491958951 0.002118083468655876 0.0017878650825923486 -0.0021617017874292072 0.0016446002127880929 -0.002657582941134792 0.00060887063841701973 -0.0015619630168787148 -0.0022935397957373066 0.00020460041865553929 0.0011688183809693705
leaf_weight=0.0011760986093577452 0.0014221269278027462 0.0018085579830209308 0.0011824083043707736 0.0012633739727449791 0.0014097986603482928 0.0010613457967303406 0.0010499219933044202 0.0010019716920064425 0.001489515030347611 0.001179815343703928 0.0010829632966697931 0.001006539416160912 0.0010584336063379522 0.0019390983647101226 0.0013676428425868341 0.0010768356591404063 0.0010681408857470265 0.0010049120336539374
leaf_count=136 270 147 644 352 89 92 608 54 220 69 81 37 92 479 132 161 212 35
internal_value=0 0.000814771 -0.000136149 -2.19923e-05 0.000104169 0.000272698 -0.00113007 0.000532904 0.000331552 8.30754e-05 -0.000127984 0.00013276 -0.000265493 -0.000863292 -0.00028897 -0.00107176 0.000995066 0.0014069
internal_weight=0 0.00323068 0.0204188 0.0192364 0.017973 0.0157201 0.00245972 0.0132604 0.012199 0.0107095 0.0095297 0.00844674 0.00643529 0.00436517 0.00330674 0.00225293 0.00207011 0.00201145
internal_count=3910 417 3493 2849 2497 2200 697 1503 1411 1191 1122 1041 969 703 611 297 266 72
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=18
num_cat=0
split_feature=14 1 0 147 11 3 12 160 3 52 13 1 4 3 2 2 124
split_gain=0.000129268 0.000120306 0.000238999 0.000169774 0.000204188 0.000259302 0.000286756 0.00028176 0.000200123 0.000182325 0.000199334 0.000140992 0.000135422 0.000116773 0.000272659 0.000179307 8.35621e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.089879999999999974 1.0000000180025095e-35 0.08776500000000001 -0.10315499999999998 -1.0000000180025095e-35 -0.030424999999999997 -0.010319999999999998 0.024145000000000003 -0.057284999999999996 0.11026000000000001 0.0057500000000000008 -0.115685 0.10325000000000002 0.096540000000000015 -0.027784999999999997
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 -3 8 -8 -7 10 -9 12 -12 -4 15 -15 -10
right_child=-2 3 13 -5 -6 6 7 9 16 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0017814358474558271 -0.0012703904744739325 0.0018180435735504676 0.00079604713294395384 0.0014393548186200811 -0.001449831270517535 0.0024902349193667225 -0.0018143420105449868 0.0010533405670466842 -0.00039547516020979449 0.0014573501408204881 -0.0012937902316022655 -0.0020162472285371923 0.00057835570110302428 -0.00057292681199249047 -0.0021376216110717476 0.0015634222262357565 0.0011773603534050165
leaf_weight=0.0014777153314547275 0.0012033204166820291 0.0014862859517164049 0.0019431346044389546 0.0017106495548331333 0.0011963536606849354 0.0010281989623428522 0.0016548736068104945 0.0012488051650117486 0.0011051679442890538 0.0011445145885713437 0.0011139699003069803 0.0010387949432413279 0.0013348744494301457 0.0015487600761808799 0.0010263304988138433 0.0010267963239480316 0.0010215895563272541
leaf_count=463 135 139 68 164 124 154 281 276 126 69 223 68 46 1036 287 129 122
internal_value=0 6.38567e-05 -0.00036475 0.000263404 0.000112984 0.000266525 5.08251e-05 -0.000369277 0.00105427 3.73574e-05 -0.00030577 -0.000792421 -0.000273276 1.27881e-05 -0.000409762 0.000278771 0.000360038
internal_weight=0 0.0221068 0.00702274 0.0150841 0.0133734 0.0121771 0.0106908 0.00753583 0.00315496 0.00588096 0.00473644 0.00348764 0.00244884 0.00554502 0.00360189 0.00257556 0.00212676
internal_count=3910 3775 1983 1792 1628 1504 1365 963 402 682 613 337 269 1520 1452 1165 248
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=158 151 4 146 147 480 106 31 16 403 403 1429 0 46 0 2 43 15 1374 52 47 4 52 4 39 39 48 47 2 1
split_gain=0.000943045 0.000928648 0.00100784 0.000885128 0.00103704 0.000784192 0.000807296 0.00140842 0.00101424 0.000861522 0.000771608 0.000735595 0.000815706 0.00105364 0.00108616 0.000999464 0.00100895 0.000840952 0.000823058 0.000703541 0.0011578 0.000675991 0.000732345 0.00139066 0.00079041 0.000545266 0.000561154 0.000499561 0.000521435 0.000838134
threshold=0.11034000000000001 -0.52174999999999983 0.51224500000000017 0.10949000000000002 0.11236 0.086640000000000009 0.092305000000000012 -1.0000000180025095e-35 -0.54165499999999989 -0.088854999999999976 0.10020000000000001 -1.0000000180025095e-35 -0.074249999999999997 0.084955000000000017 -0.10575999999999998 0.08400500000000001 -0.089949999999999988 -1.0000000180025095e-35 0.087785000000000016 0.11401500000000002 0.085165000000000018 0.15045000000000003 0.10701500000000001 -0.49837999999999999 0.097470000000000015 0.08078500000000001 0.12862000000000004 0.077065000000000008 0.079395000000000007 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -9 -10 11 -11 13 14 18 -16 -17 -18 25 21 -21 22 23 -14 -25 26 27 28 -13 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 -12 12 19 -15 15 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012102098452313266 -0.00124737917720589 0.0013462185979077202 0.0012745888953351458 -0.0012376941735875444 0.0011682944375113529 -0.0010497768372807611 -0.0011043799339402075 0.0010188425776415169 -0.0010397552065309127 -0.00093872742811156333 -0.0010661934792906276 0.0011267100195717376 -0.00096488389997070043 -0.0013461001289107187 -0.0010595847202078588 -0.0011560945420862061 -0.00034998178741869266 0.0010242253820719914 -0.00098220140851139879 -0.00087760853228066528 0.00064832456939170082 0.0013460489778106348 0.0013151073897036461 0.00053229121671838743 -0.00048901818238093753 0.0009964730689363602 -0.00077132638319648498 -0.00029807518562695112 -0.00037061856633955535 0.00052763643661374803
leaf_weight=0.0011250819313204366 0.0011177434154543411 0.0014588429990567411 0.0011450571450435367 0.0010291171010976532 0.0013938982214085618 0.0012769089080013609 0.0011360724289488635 0.00172359347382666 0.0014891219664845403 0.0013808856853156906 0.0011972918917338973 0.0014014514581290752 0.0015768373512692344 0.001173146452316586 0.0030419302893456316 0.0011171183102285367 0.0016351866225050565 0.0015922444367093584 0.0010791936178886621 0.0022049077573669243 0.0015229542043897482 0.001251096759749438 0.0012072767654842673 0.0095507851704832621 0.0016031741857318602 0.0015291182134546952 0.0011033296847458027 0.0025872328368370398 0.0027596709640818062 0.0059153472814088559
leaf_count=63 167 66 162 9 21 229 13 80 463 171 250 17 79 24 365 164 343 306 38 76 28 64 11 293 30 88 21 39 101 129
internal_value=0 7.28089e-07 2.45953e-05 -9.92378e-07 2.21863e-05 -7.66635e-06 1.78072e-05 4.27551e-05 4.4506e-06 -3.20357e-05 2.8414e-07 2.85133e-05 5.89714e-05 -0.000100918 -3.94425e-05 -0.000467902 -5.36218e-05 0.00032798 0.000153824 0.000269726 -0.000254215 0.000398316 0.000313246 0.000218239 0.000385497 0.000233974 0.000149283 0.000229491 0.000364949 0.000241886
internal_weight=0 0.0582079 0.0570828 0.0559377 0.0549086 0.0535147 0.0522378 0.0511017 0.0496429 0.0479193 0.0464302 0.0452329 0.043852 0.024935 0.0237618 0.00738648 0.00434455 0.00322743 0.0163753 0.018917 0.00372786 0.0151892 0.0139381 0.0127308 0.011154 0.0152962 0.013767 0.0126637 0.0100765 0.00867502
internal_count=3910 3743 3680 3518 3509 3488 3259 3246 3180 3100 2637 2387 2216 1635 1611 1178 813 649 433 581 104 477 413 402 323 395 307 286 247 230
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=19
num_cat=0
split_feature=15 11 40 3 2 0 47 3 150 3 15 13 3 1 2 0 52 1
split_gain=0.000122968 0.000187508 0.000173995 0.000148949 0.0002849 0.000228021 0.000291239 0.000215092 0.00020704 0.000199004 0.000187682 0.000168224 0.000133857 0.000177869 0.00016155 0.000123565 9.75157e-05 4.62336e-05
threshold=-0.24219999999999997 0.081005000000000008 -0.083709999999999993 -0.100615 0.106285 -0.10131499999999999 0.077735000000000012 0.099570000000000006 0.087235000000000021 -0.078669999999999976 -1.0000000180025095e-35 0.043015000000000005 -0.016619999999999996 0.10471000000000001 0.097940000000000013 -0.14070999999999997 -0.011654999999999999 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 10 6 7 8 17 -7 -4 -12 16 14 -14 -1 -11 -5
right_child=1 -3 3 5 -6 9 -8 -9 -10 12 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00024007123885822989 0.0014682492757433574 -0.0016375490020429922 0.001369314485666773 0.00018979597341904335 0.0023603970453845123 -0.0021778989529847698 -0.0013724345489453812 0.0017996379248211708 -0.0014306385736926187 0.0012704114070726373 0.00047738441993705114 -0.0018234178675633113 -0.0029082952620634742 9.7487546592162709e-05 -0.0006454554499833896 0.0015348325168679255 -0.00053532417209805477 0.0014279457656897075
leaf_weight=0.0011263660411064969 0.0012601702487993185 0.0012901788982286879 0.0010433306544028742 0.0010276817424423844 0.0011028963436308103 0.0014807287593406708 0.0014822803497759329 0.0019061114028136039 0.0010689620481381112 0.0010183708960664339 0.0010062415007894244 0.0011682130989014716 0.0010214932895573729 0.0015966408255696507 0.0011309307983209393 0.0016369911705149667 0.0010166611787867236 0.001024507910706518
leaf_count=72 120 198 77 143 46 1540 100 120 63 159 81 98 102 94 79 245 513 60
internal_value=0 -0.000115094 -1.36102e-05 -0.000116809 0.000551335 -0.00032639 0.000234221 0.000707941 4.12326e-05 -0.000828717 -6.87208e-05 -0.000758708 -0.000483327 -0.0009456 -0.00171935 0.000811368 0.000368302 0.000807913
internal_weight=0 0.0206454 0.0193552 0.0180951 0.00432068 0.0137744 0.00650954 0.00502726 0.00312115 0.00726483 0.00321779 0.00217445 0.0057841 0.00374906 0.00215242 0.00276336 0.00203503 0.00205219
internal_count=3910 3593 3395 3275 302 2973 486 386 266 2487 256 179 947 275 181 317 672 203
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=18
num_cat=0
split_feature=14 52 52 376 157 42 160 151 4 2 16 16 2 52 3 0 4
split_gain=0.000127694 0.000126672 0.000157644 0.00025237 0.00023346 0.000204268 0.00020559 0.000241938 0.000283097 0.00028278 0.000275845 0.000263105 0.000204115 0.00019067 0.000141855 0.000130513 6.03106e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.081429999999999989 0.048375000000000008 -0.060939999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.17888000000000001 0.10869000000000002 -0.094359999999999986 -0.072804999999999981 0.10274500000000002 -0.092084999999999986 -0.100615 -0.087749999999999981 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 -6 16 -8 10 -10 -9 -12 13 -3 -13 -16 -7
right_child=-2 2 3 -5 5 6 7 8 9 -11 11 14 -14 -15 15 -17 -18
leaf_value=-0.0010895362483419463 -0.0012318557090673394 -0.00052579811237605449 0.001551043917235446 0.001586462538029387 -0.0019234997472785855 -0.00065236773432151781 -0.0015702841409103462 -0.0014221992710488067 0.0022790132915980659 -0.0001597445889262375 0.0020344633365025813 0.00091771814365675217 0.0022979639378653497 0.0012874222929821605 0.00023935249688924817 -0.0016739178896514047 -0.0020014234641612836
leaf_weight=0.0013517469970638065 0.0012144119370592335 0.0018531543370019499 0.0010791156195180682 0.0013179277541546233 0.001111764502727334 0.0010022873219282811 0.0012520603523586979 0.0019657768467218339 0.001695116725926038 0.0012462435294613439 0.0010427174399337824 0.0011181885388964474 0.0010311336049508846 0.0016614657557290592 0.0010040646030681222 0.0011616963456614927 0.0010000546456675474
leaf_count=389 135 262 292 107 781 430 73 140 128 116 316 19 132 138 61 229 162
internal_value=0 6.29231e-05 0.000138757 -4.27382e-05 -0.000189012 -0.00032708 -0.000184959 3.29576e-05 0.00025035 0.00124572 -0.00021493 0.000333581 0.000777458 0.000331365 -0.000206482 -0.00078691 -0.00132614
internal_weight=0 0.0218945 0.0205428 0.015997 0.0146791 0.0136 0.0124882 0.0104859 0.0092338 0.00294136 0.00629244 0.00432667 0.00454575 0.00351462 0.00328395 0.00216576 0.00200234
internal_count=3910 3775 3386 2854 2747 2455 1674 1082 1009 244 765 625 532 400 309 290 592
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=46 14 1429 403 151 4 151 160 43 42 0 0 16 123 1374 38 156 484 1 12 3 457 0 43 15 0 16 43 1 133
split_gain=0.000812834 0.00103553 0.000599418 0.000559783 0.000459695 0.000770967 0.000582947 0.000716814 0.000671056 0.000577777 0.000593748 0.000754551 0.000495726 0.000484731 0.000403699 0.000434155 0.000512215 0.000550986 0.000562937 0.000727428 0.000543526 0.00051885 0.000773598 0.000738671 0.000985584 0.000522845 0.000643486 0.000670591 0.000450647 0.000432955
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 0.09389500000000002 -0.40391999999999995 0.50657000000000008 -0.15010999999999997 -0.092169999999999988 0.24789500000000006 -1.0000000180025095e-35 -0.017269999999999997 -0.10575999999999998 0.24895000000000003 0.086020000000000013 -0.094679999999999986 1.0000000180025095e-35 0.091280000000000014 -0.0043499999999999988 0.12263000000000002 0.099370000000000014 -0.046444999999999993 -0.0034949999999999994 -0.21145499999999998 -0.072649999999999978 0.041585000000000004 -0.11524 -0.035699999999999989 0.070805000000000021 0.094165000000000013 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 10 11 -9 -8 14 -11 16 17 -16 19 21 -21 -19 -23 29 25 -25 28 -28 -27 -24
right_child=1 -3 3 -5 5 -7 7 8 -10 13 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0010895864817396116 -0.00093117911652483814 -0.0010541624910266317 -0.00074328493730912201 -0.00092514626490296226 0.00094019336830279839 0.0011017041881742733 -0.00094229674769085402 0.00019680739592605595 -0.00082948307418023357 -0.00051564049671046805 0.00030405327368591007 -0.0011213584853103089 0.00015451808646846821 0.0010365263586918634 -0.00037131041189714001 -0.00050398209831174811 -0.00060281457285267959 -0.00031014399181383725 0.00095436619779149955 -0.00087259286421283362 0.00035251255821805341 0.0012938905656628191 0.00090509710631686406 0.0010262420362266895 -0.00094002025248752152 -0.00099149747517555736 -0.00010916033630992684 0.0012545268730902372 0.00017910215982635996 0.00014964051468453296
leaf_weight=0.0011070565399720058 0.0011147179861709091 0.001601220362017485 0.0011784145448814334 0.001002766500929452 0.0011808059656530636 0.0011911684526864077 0.0020761149209205234 0.0011438121201141627 0.0013330687123715981 0.0014699229772858749 0.0017254440327576495 0.0019933471898840316 0.0010326880493751744 0.001057415697645502 0.0020756589452519672 0.0014600190684888039 0.0011976128955066825 0.0017517234224904135 0.0021513323043755852 0.0015347090534962859 0.0010016284933875843 0.0015669329427225711 0.0040906547676016185 0.0012503802570265066 0.0013547757727843113 0.0011322059635308079 0.0012598978621767478 0.0011583819276665963 0.0010710573330641182 0.0018410327083069333
leaf_count=31 180 124 82 302 62 182 416 61 152 40 31 588 22 98 380 34 119 97 78 75 11 37 91 39 319 22 71 13 24 129
internal_value=0 -3.24828e-05 5.2135e-06 2.98999e-05 5.30996e-05 7.65018e-05 4.51174e-05 1.71047e-05 7.05383e-05 0.000106581 -0.000305499 -0.000640754 -0.000577955 0.000177074 0.000143867 0.0001813 0.000222241 0.000264757 0.000327138 0.000256168 -0.000388785 0.000355446 0.000434625 0.000332301 5.46053e-05 0.000284086 8.32925e-05 0.00054406 -0.000422442 0.000670624
internal_weight=0 0.0449989 0.0433977 0.042283 0.0412802 0.0401018 0.0389106 0.0377298 0.034621 0.0332879 0.0048626 0.00313716 0.0031088 0.0284253 0.0273679 0.025898 0.024438 0.0232404 0.0211647 0.0190134 0.00253634 0.016477 0.0147253 0.0131584 0.0072267 0.00587192 0.00462154 0.00241828 0.00220326 0.00593169
internal_count=3910 3879 3755 3575 3273 3191 3009 2947 2509 2357 680 649 438 1677 1579 1539 1505 1386 1006 928 86 842 745 708 488 169 130 84 46 220
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=16
num_cat=0
split_feature=15 11 43 48 4 52 42 42 13 3 151 1 4 52 16
split_gain=0.000119148 0.000157458 0.000157827 0.00045279 0.000224403 0.000215619 0.000175926 0.000410945 0.000200427 0.000147697 0.00014228 0.000163106 0.000385217 0.000117289 0.000106174
threshold=-0.24219999999999997 0.081005000000000008 -0.053009999999999995 0.086665000000000006 0.080255000000000007 -0.087604999999999988 0.084100000000000022 -0.10770999999999999 -0.071149999999999977 0.099570000000000006 -0.051109999999999996 0.095575000000000007 -0.0025899999999999994 0.084890000000000007 -0.13863999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 6 5 -4 7 -2 -8 -6 -7 12 13 -12 -1
right_child=1 -3 4 -5 9 10 8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0017600165833422563 -0.0016174779771397224 -0.0017808265981446958 -0.0017864173872064496 0.0026027838178140522 -0.0029576067712821616 0.0017466136332561358 -0.0021917108329698948 0.0021392993438509155 0.00021270902512578923 -0.00057838850532819053 0.0011692060988706375 0.0011681773901240202 -0.0030765490057869686 -0.0007376281621292981 -0.00017011702639789858
leaf_weight=0.0015727075388551892 0.0010872364715371341 0.0012690850703611636 0.0013732354883631273 0.0018336942239716714 0.0011413019770264441 0.0013053862941394554 0.0015120333114383155 0.0018153604685779944 0.0017428294934027644 0.0013072592702272345 0.0016836135145612821 0.0018695494571567828 0.001051316065471296 0.0013633274672411044 0.0011538921279861105
leaf_count=207 130 198 250 272 148 94 601 448 157 95 410 128 186 476 110
internal_value=0 -0.000132541 -2.29426e-05 0.00049486 -0.00039589 -3.01586e-05 -0.00013288 0.000732109 -0.000904254 -0.00168737 0.000301437 -1.46783e-05 -0.000554275 0.00031601 0.000943187
internal_weight=0 0.0203552 0.0190861 0.00799115 0.011095 0.00864643 0.00615746 0.0029026 0.00325486 0.00244856 0.00727319 0.00596781 0.00409826 0.00304694 0.0027266
internal_count=3910 3593 3395 1608 1787 1544 1336 578 758 243 1294 1200 1072 886 317
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=18
num_cat=0
split_feature=14 1 0 159 147 11 3 39 47 160 52 13 16 15 15 16 0
split_gain=0.00012271 0.000114901 0.0002164 0.000154822 0.000135164 0.00021814 0.000173703 0.000136797 0.000158247 0.000112513 0.00023019 0.000110226 0.000130662 0.000130183 0.000102736 0.000206419 0.000209344
threshold=0.077685000000000018 1.0000000180025095e-35 -0.089879999999999974 0.073745000000000019 1.0000000180025095e-35 0.081005000000000008 -0.10315499999999998 0.005105000000000001 0.083670000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.057284999999999996 -0.095609999999999987 -0.091274999999999981 0.024640000000000006 0.0015250000000000001 0.18055000000000002
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 -3 9 -9 -8 11 -11 -13 -14 15 -4 -17
right_child=-2 3 14 -5 -6 -7 7 8 -10 10 -12 12 13 -15 -16 16 -18
leaf_value=-0.0019636806504003297 -0.0014616806247018013 0.0019076088046496365 -0.0020197162522221715 0.0014860357163805544 0.0013511038257655477 -0.0018438094186548953 -0.0015847045854622277 0.0021237173525706964 -0.00017231069524618252 0.00058358480880361789 0.0016998601400207813 -0.0023098608003168791 0.0007328873781099123 -0.0014640470770084602 0.0010823206141787835 -0.00063551434918910753 0.0018078014177033475
leaf_weight=0.001416342574898059 0.001096877746877222 0.0010204960141724255 0.0010874324941893285 0.0018823939032710521 0.0015537176521505111 0.0012111243907497746 0.0012239236338136318 0.0011036962718777854 0.0013066388681293173 0.0012273523437202928 0.0011388907725928821 0.0010181529864452567 0.0010723817970941275 0.0010780643953707102 0.0013146778326229847 0.0019330278854071681 0.0010948245798090284
leaf_count=463 126 71 329 350 133 154 226 175 57 235 73 59 42 226 850 322 19
internal_value=0 6.888e-05 -0.000409548 0.000289646 0.0001158 -5.25507e-05 0.000160356 -3.41081e-05 0.000879044 -0.00035976 -8.88868e-05 -0.00055231 -0.000992298 -0.000368483 -4.17014e-06 -0.000351263 0.000247951
internal_weight=0 0.0216831 0.00684631 0.0148368 0.0129544 0.0114007 0.0101896 0.0091691 0.00241034 0.00675877 0.00553484 0.00439595 0.0031686 0.00215045 0.00542996 0.00411528 0.00302785
internal_count=3910 3784 1983 1801 1451 1318 1164 1093 232 861 635 562 327 268 1520 670 341
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=17
num_cat=0
split_feature=4 15 2 0 150 160 47 52 42 43 51 42 0 12 160 3
split_gain=0.000125451 0.000214928 0.000160041 0.0002531 0.000157001 0.000141713 0.000148147 0.000305498 0.000134509 0.000188224 0.00019763 0.00024943 0.000162635 0.000206097 0.000141019 8.08748e-05
threshold=0.27020000000000005 -0.14097499999999996 -0.13811499999999996 -0.12329499999999999 -0.07009 -0.089989999999999987 0.10783500000000001 -0.24456499999999998 -0.015514999999999999 -0.083899999999999988 0.077145000000000005 0.078965000000000021 -0.11524 0.088325000000000015 0.087825000000000014 -0.086589999999999986
decision_type=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 15 11 12 -11 -14 -12 -10
right_child=2 4 3 -5 5 6 -8 8 9 10 14 -13 13 -15 -16 -17
leaf_value=-0.0022416507487253608 -0.00071286712427784003 0.0017216052381767125 0.00033486436426213184 0.0031928588166827 -0.0015494429927291769 -0.0026292075315978887 0.0012255576454863692 -0.0013749895461428198 0.00059015734055926428 -0.0015173582611842918 0.0020606637737093287 -0.0025618139288378443 -0.00064354236799998442 0.001699282134275015 -0.0001318481151919554 0.0023097688145093513
leaf_weight=0.0010209040432533336 0.001201979697177169 0.001017533559010352 0.0019940093303354445 0.0010056978690786691 0.0014415692925096027 0.00102599572808684 0.0017988816167764385 0.0013414892034036294 0.0013749159083616957 0.0013186847658270828 0.0012306608127419238 0.0011471170826681809 0.0017931321907924732 0.0014776913588865348 0.0013030346338958054 0.0010336847039075217
leaf_count=204 68 103 175 229 498 368 130 622 121 68 142 709 168 80 60 165
internal_value=0 -0.000170649 0.000719216 0.00129305 -4.84669e-05 -0.000159053 -2.4038e-05 -0.000196336 1.132e-05 0.000185469 -0.00014732 -0.000624506 -0.000140289 0.000414898 0.000933094 0.00132815
internal_weight=0 0.0183253 0.00420169 0.00299971 0.0173044 0.0162869 0.0148453 0.0130464 0.0120204 0.0106789 0.00827032 0.00573663 0.00458951 0.00327082 0.0025337 0.0024086
internal_count=3910 3438 472 404 3234 3131 2633 2503 2135 1513 1227 1025 316 248 202 286
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=16
num_cat=0
split_feature=403 132 133 42 123 160 151 474 4 13 13 2 3 16 1
split_gain=0.000108696 0.00012788 0.000173182 0.000303994 0.000321174 0.000230236 0.00043796 0.000302284 0.000266261 0.000289572 0.000277388 0.000200553 0.000209814 0.000194876 0.000104321
threshold=-1.0000000180025095e-35 0.080815000000000012 -0.04034999999999999 -0.10770999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084019999999999984 0.084655000000000022 0.074650000000000008 -0.083514999999999992 -0.40944499999999995 0.11085000000000002 -0.025254999999999996 -0.30307999999999996 0.10915500000000002
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 -5 9 10 -8 12 -11 14 -10
right_child=1 -3 3 4 -6 6 8 -9 13 11 -12 -13 -14 -15 -16
leaf_value=-0.0011189817955326079 -0.0015099398791908697 0.0010436451757485023 -0.0018369129318779474 -0.0018439190607809099 0.0017096521902739677 -0.0018629144455273119 -0.00026602932199563879 0.0005406641870798856 0.0015258512435115587 -0.001929871422125139 0.0023099533984082682 0.00069707734407411853 -0.00010287845099064606 0.0023992010552114497 -3.8745018456397708e-05
leaf_weight=0.0011554790953753188 0.0010415058843864086 0.0016890432245790779 0.0011123208275409793 0.0018775591960017721 0.0017200945946780335 0.0012484582220806404 0.0010697757701301214 0.0012265062981399733 0.0010471530072599933 0.0016090747809000524 0.0012830343021176501 0.0014976309651406616 0.0019286239351279429 0.0013718968757553407 0.0013764720067348524
leaf_count=930 485 277 133 560 255 137 41 196 65 336 130 115 127 42 81
internal_value=0 5.77413e-05 -2.80508e-05 5.59728e-05 0.000177986 8.4072e-06 0.000235644 -0.000901701 0.000469911 5.67668e-05 0.00113871 -0.00044878 -0.000933862 0.00127411 0.000637255
internal_weight=0 0.0210991 0.0194101 0.0183686 0.0172563 0.0155362 0.0124321 0.00310407 0.0111837 0.00738814 0.00235281 0.00503533 0.0035377 0.00379552 0.00242363
internal_count=3910 2980 2703 2218 2085 1830 1074 756 937 749 171 578 463 188 146
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=46 14 1429 403 38 3 1374 151 4 11 133 484 3 123 156 1374 0 2 1 52 4 49 2 43 15 4 2 4 42 14
split_gain=0.000663484 0.000840496 0.000616754 0.000640646 0.00053869 0.000754495 0.000565231 0.000588264 0.000788312 0.0007635 0.000656661 0.000645772 0.000618393 0.000586283 0.000535101 0.000554491 0.000635112 0.000509694 0.00048806 0.00101941 0.000605317 0.00065647 0.000529179 0.000462156 0.000454389 0.000417118 0.000360549 0.000745377 0.000324068 0.000298278
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 0.096520000000000009 0.11976000000000002 0.30601500000000009 0.086000000000000007 -0.40391999999999995 0.28937500000000005 0.080455000000000013 0.10681500000000001 -0.0043499999999999988 -0.15327499999999997 0.092740000000000017 0.091280000000000014 -0.094679999999999986 -0.23029999999999998 -0.15959999999999996 0.12646500000000002 0.11401500000000002 -0.084009999999999987 -0.085174999999999987 0.092745000000000008 -0.078644999999999979 0.05377500000000001 -0.010394999999999998 0.096540000000000015 -0.34687499999999999 0.060615000000000009 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 10 11 -9 -13 14 15 -14 -17 -10 19 20 26 28 24 -24 25 -23 27 -18 -22 -19
right_child=1 -3 3 -5 -6 -7 -8 8 17 -11 -12 12 13 -15 -16 16 18 29 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010674722234250743 -0.00095830032197310577 -0.0010034688871650187 -0.00093979953019488903 -0.0010497697680060271 -0.00092214686795152856 0.0011159512020799511 -0.00095708608979468732 -0.00066838255678435552 -0.00011106383835050897 -0.00099578124239554184 -0.00097740738690999603 0.00082160950386078908 -0.0006296679084693503 -0.00093105435270077501 -0.00084019727707143436 0.0011123814216933985 -0.00063279369129982412 0.0002571507505168533 0.00068129912310117629 -0.00087156466571509342 -0.0011290569951930311 0.00080675498339390474 -5.2770632085785505e-05 0.0010796098650119523 -0.00087706447332886091 -9.8149039924660608e-05 0.0010508296307949827 0.00087023206319854424 -7.3007489047549501e-05 0.0011356455091123231
leaf_weight=0.0010385390995253365 0.0012462636363801396 0.0016525446020929637 0.0010650754110894658 0.0010271586605984364 0.0010523875172339095 0.0012659409775905841 0.0010447851342627592 0.0019319681234420951 0.0013438414169986146 0.001343096937802101 0.0011064339699181627 0.0023805055176921884 0.0015147568799562796 0.0010174446495057046 0.0010225319149512737 0.0014342846037607012 0.001027587999100632 0.0010244549937272751 0.0029891037842943993 0.0018896673565335078 0.001201113115826046 0.0012734625608778862 0.0010685629699431765 0.0018646929660346423 0.0010223225710060957 0.0039013796220857587 0.0020102934350489932 0.0015750202847226542 0.0010066972883109315 0.0025210523961396438
leaf_count=31 180 124 70 290 24 129 91 401 32 82 463 36 41 32 103 18 36 57 52 263 30 89 89 115 304 230 32 225 34 207
internal_value=0 -4.22053e-05 -6.24277e-06 2.13984e-05 4.76586e-05 7.26453e-05 3.9276e-05 6.62897e-05 9.48873e-05 1.7748e-05 6.13255e-05 9.94681e-05 0.000152074 9.03431e-05 0.000132244 0.000174061 0.000228743 0.000608917 0.000167898 8.18816e-05 0.000194833 2.42492e-05 0.000186691 0.000667092 -4.0694e-05 0.000124536 0.000614116 0.000276792 -0.000647529 0.000881809
internal_weight=0 0.0458244 0.0441719 0.0429256 0.0418985 0.0408461 0.0395801 0.0385354 0.0374703 0.0325809 0.0312378 0.0301314 0.0281994 0.0258189 0.0248015 0.0237789 0.0222642 0.00488935 0.0208299 0.0178408 0.0159511 0.0113382 0.00913042 0.00293326 0.00619716 0.00517484 0.0046129 0.00260261 0.00220781 0.00354551
internal_count=3910 3879 3755 3575 3285 3261 3132 3041 2971 2675 2593 2130 1729 1693 1661 1558 1517 296 1499 1447 1184 891 827 204 623 319 293 261 64 264
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=17
num_cat=0
split_feature=4 11 2 3 484 160 4 43 12 15 42 16 2 3 13 16
split_gain=0.000117956 0.000181067 0.000156334 0.000247828 0.00015338 0.000137896 0.000164753 0.000283364 0.000223722 0.000232609 0.000265348 0.00016151 0.000157763 0.000323754 0.000120237 9.73229e-05
threshold=0.28937500000000005 0.077165000000000025 -0.13811499999999996 0.11265500000000002 -0.0043499999999999988 -0.092169999999999988 -0.0010999999999999996 -0.074254999999999988 0.098845000000000016 0.079360000000000014 0.078965000000000021 0.099280000000000021 0.113945 0.092005000000000017 0.20131000000000002 -0.03800499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 8 14 9 10 11 15 13 -9 -8 -7
right_child=2 -3 3 -5 5 6 7 12 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0014875492805794749 -0.00056223403836386471 -0.0017842822533588674 0.0025132464529575146 2.2485146436748074e-06 -0.0011791282107782668 0.0015701606643105353 0.0014377813627097094 -0.0014733572693276138 -0.0012310177005526281 -0.00072168205985871691 -6.7398480707824682e-05 0.0004635959560504946 -0.0023048441534577221 0.0013189258887769519 -0.00033505350132307689 0.0030764901930571478
leaf_weight=0.0011193730074076083 0.0011924425163369889 0.0010301296488683933 0.0012371359011731356 0.0013375402386321955 0.0013475913206763548 0.0015197832555495921 0.0015793351886062013 0.0019360305798307208 0.0010107195073690151 0.001341607885819926 0.0019777412835859653 0.0011430971553310632 0.0010687780061409136 0.0010456608995923489 0.0010357628725543577 0.0013022801652007275
leaf_count=563 68 212 228 130 427 74 145 265 226 859 305 99 84 37 29 159
internal_value=0 -0.000136969 0.000648189 0.00120879 -3.95988e-05 5.97854e-05 0.00017138 -0.000301997 0.000551759 0.000799118 0.00114244 0.00174588 -0.000971908 -0.000494121 0.000735614 0.00226528
internal_weight=0 0.0184579 0.00376712 0.00257468 0.0174278 0.0163084 0.0149608 0.00666557 0.00829523 0.00728451 0.0059429 0.00396516 0.00405047 0.00298169 0.0026151 0.00282206
internal_count=3910 3484 426 358 3272 2709 2282 560 1722 1496 637 332 386 302 174 233
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=17
num_cat=0
split_feature=14 1 4 12 4 3 48 2 47 4 3 12 1 0 13 13
split_gain=0.000115858 0.000121062 0.00020938 0.000229104 0.000156718 0.000140412 0.000226888 0.000254596 0.000203412 0.000202266 0.000242918 0.00034028 0.000211059 0.000197869 0.000131638 0.000115726
threshold=0.073890000000000011 1.0000000180025095e-35 -0.084009999999999987 0.085185000000000025 -0.49837999999999999 0.16699000000000003 0.12862000000000004 0.1178 0.09252500000000001 0.0057500000000000008 -0.0038649999999999999 0.083175000000000013 0.10723500000000001 -0.055084999999999988 -0.083514999999999992 -0.028919999999999998
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 7 8 9 10 11 -3 -11 -10 -5 -6
right_child=-2 5 3 14 15 -7 -8 -9 13 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.00078822418284948904 -0.0010657653453924401 0.0019142338101109035 -0.002158340939026795 0.00055162199424355215 2.0582961481183198e-05 0.0014385780538705324 -0.0012615971900339727 0.0017611954823898257 -0.0013541083377174236 0.0018106598838648867 -0.0010965791474608353 -0.00074283985813257229 0.00017271526487960354 0.00054701491205081786 -0.0011559121746143684 0.0016180140200853909
leaf_weight=0.0010642594469987277 0.0011564960321502884 0.0011660641180166768 0.0011819479352476051 0.0011209982419198832 0.0010664356038709299 0.0010686494764317054 0.0012490042372306229 0.0012452946888070757 0.0018334385163591982 0.0018430073086026511 0.0017648629622843944 0.0011307871533831615 0.001906124009348531 0.0010120009427074805 0.0010335719940173672 0.0010945986013477221
leaf_count=36 135 156 399 326 77 178 89 183 190 105 143 563 146 39 855 290
internal_value=0 5.65684e-05 -0.000331196 -0.000937324 0.000295834 0.000235512 0.000137748 0.000284601 0.000112046 0.00039984 -0.000133733 0.000606102 0.0009779 -0.00067796 -0.000267502 0.000829707
internal_weight=0 0.020781 0.00656181 0.00333652 0.00322529 0.0142192 0.0131506 0.0119016 0.0106563 0.00781085 0.00406171 0.00229685 0.00374913 0.00284544 0.00215457 0.00216103
internal_count=3910 3775 1983 1580 403 1792 1614 1525 1342 1113 862 719 251 229 1181 367
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=17
num_cat=0
split_feature=124 133 50 15 158 156 43 43 16 15 15 16 0 0 48 2
split_gain=0.000108549 0.00013269 0.000184841 0.000166697 0.000291192 0.000173076 0.000164578 0.0003523 0.000244635 0.00028176 0.000239226 0.000229275 0.000169643 0.000236449 0.000166784 2.48738e-05
threshold=0.10068000000000002 0.10064500000000001 0.10625000000000001 -0.26361999999999991 0.084965000000000027 0.088855000000000003 -0.074254999999999988 -0.079109999999999986 0.15737500000000001 -0.10192499999999999 0.079360000000000014 -0.014099999999999998 -0.061129999999999997 -0.10575999999999998 0.086215000000000014 0.086245000000000002
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 12 9 -8 11 14 13 -5 15 -11
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0011665043291373362 0.0012159135289229739 -0.001406323727572796 -0.0015156050191919405 0.0010291235782690312 -0.0019930306943434701 -0.0013259551608834472 -0.0012744085500180074 0.0027435476416787408 -0.0018751324179112705 0.0014466735524371656 -0.0010098492723446429 0.0022488651382160134 0.0011601377464670994 -0.0011765765489104353 -0.00069644403610224614 0.0006145251547613231
leaf_weight=0.0018993707255924265 0.0010121071766224779 0.00101395411352767 0.00109274922187133 0.0011754942837629567 0.0010244003541894633 0.0011389836225554071 0.0016532812048400793 0.001020022366358119 0.0010163398802001122 0.0010657191228293783 0.0012045626995187547 0.0013078223586648974 0.0019246123444638386 0.0017654402512026213 0.0013068119190451366 0.0010213643823471508
leaf_count=241 58 586 329 102 298 295 167 68 122 49 659 116 130 512 83 95
internal_value=0 -6.22033e-05 7.27106e-06 9.71059e-05 -2.50716e-05 0.000104154 0.000216789 0.000707467 -0.000119959 0.000116014 0.00050522 0.000893375 0.00028062 -0.000294956 0.000371043 0.00103944
internal_weight=0 0.0206309 0.019617 0.0185242 0.0166249 0.0156005 0.0144615 0.00588557 0.0085759 0.00755956 0.00590628 0.00470172 0.00486555 0.00294093 0.0033939 0.00208708
internal_count=3910 3852 3266 2937 2696 2398 2103 812 1291 1169 1002 343 744 614 227 144
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=17
num_cat=0
split_feature=14 52 157 52 376 52 1 14 15 42 49 0 3 47 1 3
split_gain=0.0001033 9.97246e-05 0.000135686 0.000121505 0.000229481 0.000164474 0.000360115 0.000159162 0.000249051 0.000150508 0.000225768 0.000164785 0.000305782 0.000246111 0.00017518 0.000128819
threshold=0.073890000000000011 -0.40083499999999994 -0.077534999999999979 -0.081429999999999989 0.048375000000000008 -0.089799999999999977 0.099595000000000017 -0.13131999999999996 -0.15202999999999997 0.092395000000000019 -0.073619999999999977 0.076335000000000014 -0.100615 0.09252500000000001 0.094695000000000015 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 6 -4 -5 -9 10 -10 12 -12 14 15 -14
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0011066178410286374 -0.001235718601632504 0.0012205176527209415 -0.0017128924060767529 -0.0018149264409887023 0.0016011257491560283 0.0021624199046580603 0.0016935093974255876 0.0017416300419316622 -0.0017852130504833045 -0.0014747725222694673 0.0024158350252832654 -0.001297353843542006 -0.0012117264291804494 -0.0016814031312902757 0.0015425029141861067 0.0007904367511854353
leaf_weight=0.0012044682701223544 0.0011374854830497596 0.0018612552283264463 0.0010228300077693431 0.0011370426433873213 0.0012144918113797818 0.001014827714124973 0.0011864053782577599 0.0010970989871248006 0.0012561259382433158 0.0017931486745871869 0.0011122765273297031 0.0011811549653693021 0.0011972739400922918 0.0012038979165103214 0.0016389199510697949 0.0010834393656562469
leaf_count=389 135 344 213 85 106 99 102 219 118 525 120 48 1088 138 137 44
internal_value=0 6.72773e-05 0.000141693 2.45351e-05 -0.000145971 0.00076043 0.000116416 -0.00031304 -0.000165357 -0.000365252 -0.00013586 0.000143472 0.000416385 -1.76786e-05 0.000493327 -0.000260611
internal_weight=0 0.0202047 0.0190002 0.0171389 0.0139149 0.00322406 0.00220924 0.0127004 0.0115633 0.0104662 0.00867309 0.00741696 0.00623581 0.00512353 0.00391963 0.00228071
internal_count=3910 3775 3386 3042 2628 414 315 2522 2437 2218 1693 1575 1527 1407 1269 1132
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=146 9 453 52 2 133 50 41 456 3 150 159 15 16 40 42 1 12 43 15 49 12 1 3 49 47 3 3 3 2
split_gain=0.00101343 0.00112051 0.000781213 0.000787932 0.000616623 0.000829788 0.000871117 0.00091373 0.000938017 0.000586942 0.00059615 0.000563868 0.000495749 0.000532897 0.000487729 0.00138834 0.000664728 0.000900161 0.000851308 0.000559627 0.000406617 0.000600538 0.000557425 0.000470851 0.000462576 0.00037956 0.000331192 0.000426645 0.000370982 0.000478054
threshold=0.10949000000000002 0.10802500000000002 0.096095000000000014 -0.42985499999999993 0.114165 0.10681500000000001 0.10625000000000001 0.078535000000000008 0.084065000000000015 0.11476000000000001 0.11456000000000001 0.10519500000000001 -1.0000000180025095e-35 -0.072359999999999994 0.028705000000000001 -0.10770999999999999 0.10080500000000002 0.096055000000000015 -0.26007999999999992 0.079360000000000014 0.024250000000000004 0.099170000000000022 0.12200500000000002 0.11818000000000002 0.14121000000000003 0.10280000000000002 -0.10628499999999998 -0.15653499999999998 -0.080884999999999985 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 11 14 13 -11 15 -5 17 18 -17 26 21 23 -22 -6 -24 -18 27 -20 -28 -30
right_child=-2 -3 -4 4 20 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 16 25 -19 19 -21 22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0010725415786134894 -0.001360992892652917 0.001467667928611102 -0.0012974682792019103 -0.0012285823386078052 0.0013947274236896009 -0.0012617143463108289 -0.0013334809350352551 -0.00095324481836978276 -0.001244479450684646 0.00084238634875966859 -0.00077114059210831411 -0.00097391346660026057 0.0011669636533344183 -0.00053975316414927774 0.0010172929815026272 0.0012242956865851878 0.0010465025672696841 -0.0012754603010792223 -5.5330781975402583e-05 -0.00074964430055285609 -0.0009201366062301054 -0.00028333395940949502 -0.00025045807022084873 0.00036947298524123281 0.0010854229989107791 0.00020223769679840388 -0.00071420731529765389 0.0012103184516034432 -1.1017579597202137e-05 0.00095952960002764192
leaf_weight=0.0014681170882067099 0.0012296877175685941 0.001129722000431598 0.0010497611040563007 0.0015936175441828562 0.0021821786643956287 0.0012066147246609918 0.0010630324845799502 0.0019587750008582807 0.0011197920604715242 0.0012904387262562267 0.0017959855341400646 0.001007227669631571 0.002082815714629759 0.0011786952896386538 0.0013842829566552686 0.0014884025309527199 0.0028131364691228447 0.0010347535764549933 0.0010544464718122981 0.0017277872366193723 0.0010275904060552676 0.0011634085456568855 0.0011809017529360588 0.0018093589194707604 0.0011108533959713895 0.0020205170423892582 0.001276334660860968 0.0013300395515898353 0.0068898821226994825 0.0013384354454437641
leaf_count=351 11 32 36 105 140 453 254 121 106 50 62 159 23 11 35 15 158 120 19 697 85 125 40 107 26 35 230 24 256 24
internal_value=0 4.95035e-06 -2.97309e-05 -1.17093e-06 3.36822e-05 -4.98383e-05 -8.58766e-06 3.23718e-05 9.19093e-05 0.00013971 5.57825e-05 0.000115286 0.000633006 0.000182592 0.00016109 0.00010857 0.000210169 6.53932e-05 0.000157245 4.06107e-05 0.000394945 0.000656151 -1.07082e-05 0.000929981 0.000397067 0.000693591 0.000155454 0.000650634 3.12259e-05 0.000146854
internal_weight=0 0.0487769 0.0476472 0.0465974 0.0451293 0.036655 0.0354484 0.0343854 0.0324266 0.0313068 0.0267548 0.0249589 0.00455195 0.00246913 0.0239516 0.0225674 0.0209737 0.0161401 0.0151053 0.0136169 0.00847429 0.00515495 0.00331935 0.00399154 0.00229176 0.00483365 0.0118891 0.00238449 0.00950465 0.00822832
internal_count=3910 3899 3867 3831 3480 2957 2504 2250 2129 2023 1939 1877 84 61 1718 1683 1578 1385 1265 1250 523 372 151 247 66 193 553 43 510 280
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=15
num_cat=0
split_feature=41 38 124 3 13 0 13 1 47 49 160 1375 2 42
split_gain=9.63392e-05 0.000152172 0.000204207 0.000179413 0.000216008 0.000183054 0.000336455 0.000275652 0.000261727 0.000154989 0.000117212 0.000136023 0.000139523 8.67445e-05
threshold=0.078150000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.12008499999999998 0.098990000000000009 -0.053834999999999994 -0.089189999999999978 0.12730000000000002 0.09252500000000001 -0.085974999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08400500000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 -5 -11 -12 -13 -14
right_child=-2 -3 3 5 -6 6 -8 -9 -10 10 11 12 13 -15
leaf_value=0.0012738950661704621 -0.00089968032885363858 -0.0013216624689619903 0.0017638325310646865 -0.0012383510346666647 -6.9382333562251965e-05 0.00056752157502879441 -0.0019879575123382064 0.0016729597248443541 -0.0015407079643894746 -0.0005198410848370193 -0.00050836323830631312 -0.00024923229456170039 0.00084346287031646604 0.0021669368618289458
leaf_weight=0.0019103947012581992 0.0014939477568451922 0.0010082637583885825 0.0015612950985941466 0.0010065353467088043 0.0019253341774462251 0.0011307383048639874 0.0017773239676018926 0.0012301815028121785 0.0015597029035762933 0.0017344565853834879 0.00117463550114394 0.0010194377548376982 0.0018115793828337029 0.0010489050776983644
leaf_count=267 201 80 161 133 124 52 286 118 259 711 41 427 614 436
internal_value=0 6.46479e-05 0.000138641 1.09161e-05 0.000751522 -0.000180452 -0.000994314 4.31351e-05 -0.000171181 0.000102829 0.000301671 0.000583571 0.000914151 0.00132876
internal_weight=0 0.0198988 0.0188905 0.0169801 0.00348663 0.0134935 0.00290806 0.0105854 0.00935525 0.00779555 0.00678901 0.00505456 0.00387992 0.00286048
internal_count=3910 3709 3629 3362 285 3077 338 2739 2621 2362 2229 1518 1477 1050
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=17
num_cat=0
split_feature=1 13 11 3 47 43 49 52 52 3 150 1 2 3 1 42
split_gain=9.93352e-05 0.000260783 0.00020359 0.000157259 0.000273763 0.000267892 0.000203981 0.000188839 0.000146633 0.000151927 0.000339508 0.000285474 0.00013339 0.000111701 0.000168385 9.31055e-05
threshold=0.11797500000000001 -0.077154999999999987 0.081005000000000008 -0.100615 0.09252500000000001 0.083940000000000015 0.084840000000000013 0.11401500000000002 -0.092854999999999979 0.099570000000000006 0.086420000000000011 0.085990000000000011 0.11203000000000002 0.10856000000000002 0.13662500000000002 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 15 7 8 -5 10 11 -10 -11 14 -3 -1
right_child=1 13 -4 4 -6 -7 -8 -9 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0020312564095254755 0.0019875938450120965 -0.00037715874992436463 -0.0015248946474469127 -0.00077303368459972794 -0.0017615134124287037 -0.00076922336037389737 -0.0015180617671770348 -0.0012892964835808313 -0.00034720922065757968 0.0021832481472026763 -0.0016235574409133953 0.0017112003272615867 0.00041254205384438182 -0.00089441262515209082 0.0015312583633085382 0.00064303915525525568
leaf_weight=0.0011709730616046273 0.0010997892469378767 0.0013968877240715374 0.001254475581905167 0.0012917931136385303 0.0013266408812425143 0.0012028287421088635 0.0010586080214849284 0.0010431590527305032 0.0016899210550986327 0.0011287685467138431 0.001044496062549638 0.0017874137610296992 0.0010669554215159138 0.0012182301494831904 0.001039746403384223 0.001330740764212468
leaf_count=184 204 134 198 278 252 41 520 349 891 43 144 392 47 60 88 85
internal_value=0 0.00045463 -0.00013483 -1.96691e-05 -0.000227917 0.000623294 -2.66993e-05 0.000147702 0.00033486 0.00054791 0.000171627 0.000710851 0.00132282 -6.65647e-06 0.00043719 0.00129282
internal_weight=0 0.00475465 0.0163968 0.0151423 0.0114378 0.00370454 0.0101111 0.00905251 0.00800935 0.00671755 0.00452183 0.00347733 0.00219572 0.00365486 0.00243663 0.00250171
internal_count=3910 486 3424 3226 2916 310 2664 2144 1795 1517 1427 1283 90 282 222 269
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=151 4 11 1213 14 2 49 133 0 48 47 2 4 43 47 52 42 1374 475 159 43 0 0 4 1 4 15 0 3 3
split_gain=0.000489816 0.000758326 0.000552727 0.000523658 0.000512302 0.000550072 0.000461703 0.000466439 0.000657506 0.000615425 0.000491186 0.000804236 0.000760218 0.000516956 0.000481986 0.000696219 0.0004684 0.00036387 0.000384594 0.000340175 0.000388142 0.000353626 0.000475275 0.000369574 0.000657975 0.000316884 0.000179831 0.000154948 0.000127842 9.82311e-05
threshold=-0.40391999999999995 0.28937500000000005 0.079700000000000007 -1.0000000180025095e-35 -0.46879999999999994 -0.13811499999999996 0.13906000000000002 0.10681500000000001 -0.017269999999999997 -0.09386499999999999 0.085165000000000018 0.11043500000000002 -0.49837999999999999 -1.0000000180025095e-35 0.13206500000000002 0.10701500000000001 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.078065000000000009 -0.017894999999999998 -0.23029999999999998 -0.17106499999999999 -0.0010999999999999996 0.095575000000000007 -0.012939999999999998 -0.067359999999999989 -0.10209999999999998 0.11476000000000001 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 8 9 -5 11 12 -10 -14 15 16 27 -18 -19 20 25 -22 -23 -24 -25 -20 -17 -11 -7 -27
right_child=1 4 -4 6 5 28 -8 -9 10 14 -12 -13 13 -15 -16 26 17 18 19 -21 21 22 23 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00071910042648522699 -0.00073650433615430645 -0.00034253949114888854 -0.00074417439325000017 -0.00091982913321314358 2.6452502299948099e-05 0.0010005139750796867 0.00065210776361107332 -0.00064496055217520647 -0.00080841625325476054 -0.00013077228233362672 0.00095401347815234983 0.00083756834072026072 0.00086424745466175286 -0.00013978734578471512 -0.00062246484551373117 -0.0002623620271212938 -0.00040821472788692007 -0.00030473092318436377 0.00022690559465712531 -0.00034662723896212771 0.00058131331800319026 -0.00070915889947624575 0.0005715882778593932 -0.00067064969376095943 0.00049261823408834691 0.00060885577993273151 -0.00092960307988496213 -0.00075446673120764074 0.00054203250621167513 0.0010492454050954521
leaf_weight=0.0012584933154240465 0.0013180012728257187 0.0010752665608748657 0.0014752965361273232 0.0011202278636801557 0.0018428548653828258 0.0019293313300763329 0.0013808515004445346 0.0015313795035024605 0.0013546559330457342 0.0010787837046173365 0.00127691160432164 0.0016958585633801704 0.0010784255304780999 0.0018167093509191606 0.0017685726599268028 0.0010023642679071187 0.0014468913255143425 0.0017829316831836648 0.0019300595437006154 0.0011004368515470384 0.001897606838667798 0.0010018677234491236 0.001775491001257512 0.0013311512315512452 0.0012387792055790214 0.0012872991020491577 0.0011383900716528386 0.0010251681193849662 0.0013742198201120992 0.0013901867380177362
leaf_count=85 580 55 183 34 62 190 62 412 86 63 19 26 40 32 23 164 46 268 110 173 26 24 122 78 26 126 214 417 99 65
internal_value=0 8.10635e-06 -5.5495e-05 -2.62734e-05 0.000378615 0.00052929 1.71038e-06 -2.62939e-05 4.72938e-06 -8.90842e-05 0.000307583 0.000168753 -9.81348e-05 0.000234211 -4.71567e-05 2.6526e-06 7.52144e-05 0.000141506 0.000195482 0.000264336 0.00032106 0.000155279 4.09095e-06 0.000168536 -0.000109922 0.000581734 -0.000617181 -0.000434673 0.000809794 0.000837512
internal_weight=0 0.042466 0.0362443 0.034769 0.00622167 0.00514641 0.033451 0.0320701 0.0305388 0.0233162 0.00722256 0.00594565 0.00424979 0.00289513 0.022196 0.0204274 0.0182867 0.0161827 0.0147358 0.0129529 0.0118524 0.0072449 0.00534729 0.00434542 0.00256993 0.00460755 0.00214075 0.00210395 0.00330355 0.00267749
internal_count=3910 3825 3419 3236 406 351 2656 2594 2182 1979 203 184 158 72 1945 1922 1544 1064 1018 750 577 276 250 226 104 301 378 480 289 191
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=17
num_cat=0
split_feature=14 1 0 157 16 12 0 2 3 151 3 48 42 47 16 16
split_gain=0.000104612 0.000115295 0.000192002 0.000134826 0.00017287 0.000210767 0.000182279 0.000290197 0.000260494 0.000224757 0.000160654 9.73229e-05 0.000171238 9.42045e-05 7.87033e-05 7.51375e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.089879999999999974 -0.074309999999999987 -0.064504999999999993 -1.0000000180025095e-35 -0.15713499999999997 0.11362000000000001 0.11818000000000002 -0.0088999999999999982 0.082730000000000012 0.086065000000000016 0.084100000000000022 0.08801500000000001 0.15100500000000003 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 8 13 9 -5 15 12 14 -8 -4 -7
right_child=-2 3 11 4 5 10 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0016396558475242303 -0.0011024884531472107 0.001254758072976341 0.00074010065513641218 -0.00057622859237854555 0.00070456654165293648 -0.0010143996287694456 0.00091946831473092947 0.0027145763724761946 -0.0016931644456492036 0.0018634295764314119 -0.0019790657112219302 0.00099262432020153575 -0.0014756556819332043 -0.0004949022182695387 -0.00052722052982208899 0.00041365174087169859
leaf_weight=0.0012941148629721216 0.0011412230087619038 0.0016503843281721062 0.0016421353249408974 0.0011113651977154859 0.0015795534062292838 0.0010289867356744744 0.0018425883177242142 0.0010453812826763942 0.0010536932195019943 0.0010022146618235981 0.0012986211965944072 0.0010381551776967313 0.0011947883994191943 0.0010215287043215948 0.0011718657194728088 0.0010277199532318093
leaf_count=463 135 241 577 61 167 255 424 164 68 67 115 139 716 79 88 151
internal_value=0 6.03655e-05 -0.000355932 0.000253585 0.000116025 -0.000420647 0.000490265 0.00102991 -0.000175836 0.000580605 -0.000950352 -2.67656e-05 -0.000290757 0.000415013 0.000212336 -0.000300814
internal_weight=0 0.0200031 0.00634106 0.013662 0.0120117 0.00493488 0.00707677 0.0039095 0.00316727 0.00211358 0.00335533 0.00504694 0.00400879 0.00286412 0.002814 0.00205671
internal_count=3910 3775 1983 1792 1551 688 863 667 196 128 521 1520 1381 503 665 406
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=17
num_cat=0
split_feature=4 11 3 156 1 151 0 2 2 48 1 3 16 12 2 1
split_gain=0.000107327 0.000173975 0.00013516 0.000143907 0.000137804 0.00021553 0.00020465 0.000244056 0.000157752 0.00015675 0.000217545 0.000249036 0.00020287 0.000220943 0.000128363 0.000130601
threshold=0.27020000000000005 1.0000000180025095e-35 -0.14539499999999997 0.088820000000000024 1.0000000180025095e-35 -0.086034999999999986 -0.084074999999999997 0.10362500000000001 0.096540000000000015 0.094275000000000012 0.089175000000000018 -0.074234999999999982 -0.092424999999999993 -0.0089849999999999982 -0.13811499999999996 0.11797500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 -8 10 -7 -12 -13 -14 -2 -16
right_child=14 -3 3 -5 5 9 7 -9 -10 -11 11 12 13 -15 15 -17
leaf_value=0.0011048374597130658 -0.00048767956599670272 -0.0015575209061984856 -0.0018259932178013418 -0.0014424348182413391 0.0017111897958976808 0.0011233693228702366 -0.00027681614653703483 -0.0015631470175180105 0.0016184750568244072 0.0010613374061973629 0.00068424844194323053 -0.0024262794181797729 0.0006430148603891973 -0.0015538846078861366 0.00035241582985119581 0.0020027747262740987
leaf_weight=0.0012910673361448089 0.0011322765452939088 0.0010688278481405513 0.0012267826858168565 0.0010429147930357549 0.0011548229375004668 0.0012546115622031895 0.0013306760979666151 0.0010405655911550626 0.0010569756712430767 0.0015449153526727599 0.0014736224402422957 0.0010851958199393774 0.0011539161952867083 0.0013124632060317323 0.0016940787799240012 0.0010368274863878923
leaf_count=58 68 231 907 288 122 217 529 248 110 127 301 54 74 172 171 233
internal_value=0 -0.000127007 -3.12578e-05 -0.000131192 -3.08938e-05 0.000234209 -0.000542281 -8.29063e-05 0.000562199 1.62272e-05 -0.000240884 -0.000581489 -0.00110667 -0.000526047 0.000549123 0.000978998
internal_weight=0 0.0170374 0.0159685 0.0146775 0.0136345 0.00897955 0.004655 0.00342822 0.00238765 0.00782472 0.00627981 0.0050252 0.00355158 0.00246638 0.00386318 0.00273091
internal_count=3910 3438 3207 3149 2861 1067 1794 887 639 945 818 601 300 246 472 404
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=15
num_cat=0
split_feature=484 1 12 48 1 47 0 43 48 3 12 3 2 3
split_gain=0.000103891 0.000127641 0.000148427 0.000172683 0.000181911 0.000250791 0.000224981 0.000211867 0.000302308 0.000168649 0.000226723 0.000168599 0.000119328 0.000178689
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.12011000000000001 0.11327500000000001 0.084695000000000006 -0.23029999999999998 -0.06705499999999999 0.086665000000000006 -0.077894999999999978 0.085775000000000004 -0.115685 0.10362500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 10 -8 -9 13 -13
right_child=1 -3 -4 -5 5 -7 7 11 -10 -11 -12 12 -14 -15
leaf_value=-0.00092704113428634352 0.0012706368422364591 0.0010397146786911022 -0.0012165002541674867 -0.0013533162080514977 0.002500090987933285 1.6906927966071967e-06 0.0003469979163850826 0.00024568644644534229 0.0020031578093505928 0.00078959229372972336 -0.0019281143918910728 -0.0014517732180795843 -0.002158633522429529 0.00031810769974212962
leaf_weight=0.0015097202153236391 0.0016553148485218801 0.0016653211600139431 0.0012910753614107642 0.0010623496788632605 0.0010018178741962877 0.0011663877751146856 0.0012314761954007603 0.0019657310176912617 0.0011749481176523413 0.0016459929109821619 0.0011235941162729135 0.001815622037737559 0.001000121322444758 0.0013225052637575452
leaf_count=612 90 216 117 91 195 68 191 168 154 217 504 1038 163 86
internal_value=0 7.09194e-05 -2.14997e-05 7.39382e-05 0.000174328 0.00115607 9.76871e-06 -0.000175261 0.000369816 -0.00010983 -0.000738449 -0.000637472 -0.00105699 -0.00070589
internal_weight=0 0.0191223 0.0174569 0.0161659 0.0151035 0.00216821 0.0129353 0.01128 0.00517601 0.00400106 0.00235507 0.00610398 0.00413825 0.00313813
internal_count=3910 3298 3082 2965 2874 263 2611 2521 1066 912 695 1455 1287 1124
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=15
num_cat=0
split_feature=52 1 2 16 0 49 52 2 15 1 1 15 12 43
split_gain=0.000103877 0.000120627 0.000124481 0.000287839 0.000271332 0.000155613 0.000142336 0.000238786 0.000213061 0.000165139 0.000135472 0.000123123 0.000118818 0.000179815
threshold=-0.40083499999999994 0.13662500000000002 0.10910500000000002 -0.0078249999999999986 0.15480500000000005 0.024250000000000004 0.10701500000000001 0.097940000000000013 -0.11739999999999999 0.095575000000000007 0.089175000000000018 -0.069904999999999981 0.080120000000000011 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 11 7 8 -2 10 12 -4 -10 -14
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.001230646452300233 -0.0017961871344196658 0.0011730932495050621 0.0013946565817072934 0.0019671209573051975 -0.0022767623031805144 -0.0015239211098496657 -0.0013243793624113291 0.0016313047951153842 0.00090797216809884089 0.0011674903256640584 -0.0016342285945715285 -0.00064306065023781236 0.00059155905509895965 -0.0018391043440548678
leaf_weight=0.0011933466513000804 0.0012621984014501292 0.0016784350310999887 0.0011861239923460776 0.0017133774791113767 0.0011185383971470406 0.0010941457300011614 0.0014370535820849026 0.0016136768759248419 0.0017599196391211436 0.0019850205284652755 0.0010881729647476135 0.0010117289462391321 0.0011614330913649338 0.0010830278222938852
leaf_count=401 201 217 106 179 46 97 514 201 146 187 251 135 354 875
internal_value=0 7.41635e-05 -3.11488e-05 0.000540751 -0.000259989 -0.000201628 -6.19435e-05 0.000120324 -0.000172039 0.000117608 -0.000291624 0.000456642 7.32231e-05 -0.000581318
internal_weight=0 0.0191929 0.0175144 0.00500538 0.012509 0.003292 0.0113905 0.00995345 0.00833977 0.00707757 0.00509255 0.00219785 0.00400438 0.00224446
internal_count=3910 3509 3292 517 2775 338 2729 2215 2014 1813 1626 241 1375 1229
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=17
num_cat=0
split_feature=10 484 15 11 3 4 48 160 133 160 42 0 1 0 43 3
split_gain=9.73202e-05 0.000128289 0.000118164 0.000188785 0.000124235 0.000228265 0.00013237 0.000136083 0.000316481 0.000173999 0.000179331 0.000147136 0.000291085 0.000142238 0.000182954 8.82006e-05
threshold=0.08302000000000001 -0.0043499999999999988 -0.24219999999999997 0.079700000000000007 -0.12008499999999998 -0.15796999999999997 -1.0000000180025095e-35 -0.082969999999999988 -0.0023199999999999996 0.091575000000000017 -0.089024999999999979 -0.18901999999999997 0.099595000000000017 -0.10131499999999999 -0.083684999999999996 -0.044019999999999997
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 -6 -8 -9 10 -10 -12 13 -13 -15 -14
right_child=-2 2 3 -5 6 -7 7 8 9 -11 11 12 15 14 -16 -17
leaf_value=-0.0011207410524234874 0.0010835534442752671 0.0010491526774795911 0.0016590102013140434 -0.0015489851357121831 -0.0013211560788193724 -0.00049053903010935025 -0.0012492693856579772 -0.0017494403109031326 -0.00091027189150647155 -0.00095453285119379613 -0.00039145459765087596 0.0014867549790496849 0.0012822543180326328 0.0011622774401324162 -0.00068499498539328939 0.0027760397573643441
leaf_weight=0.0013631518796756717 0.0010116663711281495 0.0013360540147784273 0.0015095321713864962 0.0010306819258454327 0.0010621479499270956 0.0011018192976877091 0.0010222449919182483 0.0010510263548509863 0.0010140780823609018 0.0011998748045390925 0.0013140603580126262 0.0010991444111958524 0.0010029776992794837 0.0010775390782834801 0.001928065566348558 0.0010359943833249119
leaf_count=607 95 232 40 191 156 98 475 764 132 139 52 46 79 172 476 156
internal_value=0 -5.91506e-05 2.22152e-05 -6.11959e-05 3.82585e-05 0.000752041 -0.00010728 2.49533e-06 0.000121831 0.000325182 0.000506429 0.000699066 0.000932314 0.000381471 -2.27295e-05 0.00204124
internal_weight=0 0.0191484 0.0177852 0.0164492 0.0154185 0.00261135 0.0128072 0.011745 0.0107228 0.00967173 0.00847186 0.00745778 0.00614372 0.00410475 0.0030056 0.00203897
internal_count=3910 3815 3208 2976 2785 138 2647 2491 2016 1252 1113 981 929 694 648 235
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=16
num_cat=0
split_feature=150 484 41 2 12 474 151 48 160 42 4 52 43 151 2
split_gain=9.33139e-05 0.000226083 0.000153275 0.000139128 0.000166322 0.000131812 0.000177658 0.000170446 0.000153111 0.000183532 0.000182188 0.000161134 0.0001686 9.70369e-05 4.48557e-05
threshold=0.077110000000000012 -0.0043499999999999988 0.078150000000000011 0.090695000000000012 0.085185000000000025 0.084835000000000008 -1.0000000180025095e-35 0.093225000000000016 -0.080734999999999987 -1.0000000180025095e-35 0.074650000000000008 0.071660000000000015 -0.077224999999999988 -0.051109999999999996 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 -3 8 -8 -10 11 14 -13 -5 -11
right_child=3 2 -4 13 -6 -7 7 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.0020677781459266052 -0.0012975568475293339 -0.0015866115240563067 -0.0016349028759624299 0.0021518388578671823 0.00099285045045953923 0.0015221873959894228 -0.0015259736810386531 0.0014070503594654532 -0.0012555511618852332 -0.0014531823691374915 0.0016205217304863504 0.0021002012971788704 -0.0001754896595245977 0.00042847643778758836 -0.00023720747384893911
leaf_weight=0.0010699048814259574 0.0012429731818325287 0.0012106840493273383 0.0010068690942495193 0.0011447862369640127 0.0011008780199990298 0.0011028611547910802 0.0011803860718306311 0.0016704176184301209 0.0014384466250057359 0.0010999017421802152 0.0017524691266421755 0.0010124598805321128 0.0014696878963866844 0.0012680267552844793 0.0011351169152633567
leaf_count=576 180 174 154 157 85 233 375 184 727 266 176 37 276 101 209
internal_value=0 -0.000166131 -2.16221e-05 0.000522823 -0.000221781 0.000102637 -2.81591e-05 0.000147212 -8.43408e-05 0.000130842 0.00043909 1.77753e-07 0.000752757 0.00124615 -0.000835615
internal_weight=0 0.0151492 0.0140793 0.00475666 0.00234385 0.0130724 0.0119696 0.0107589 0.00908847 0.00790808 0.00646964 0.00471717 0.00248215 0.00241281 0.00223502
internal_count=3910 3387 2811 523 265 2657 2424 2250 2066 1691 964 788 313 258 475
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=15
num_cat=0
split_feature=2 11 3 484 12 1 3 3 47 12 0 0 4 1
split_gain=9.91988e-05 0.000143031 0.000115395 0.000133419 8.62531e-05 0.000183102 0.000141283 0.000133993 0.000106777 0.000234839 0.000132955 0.000225223 0.000204655 0.000167716
threshold=-0.14847999999999997 0.079700000000000007 -0.15464999999999998 0.087495000000000017 0.098845000000000016 0.11561500000000001 -0.100615 -0.078669999999999976 0.09252500000000001 -1.0000000180025095e-35 -0.067584999999999992 -0.16443499999999997 0.0057500000000000008 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -8 10 -10 11 12 -9 -13
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 13 -14 -15
leaf_value=0.0012300683930245248 0.0011743671860297365 -0.0015551104882167667 0.0014674438906454254 -0.0015337263868860575 -0.0019202541418347821 0.00030564176984854499 -0.001213872245400242 -0.0014135003864426874 0.00086774196839450792 -0.0017224454358834261 -0.00064115279255316923 0.00058194932104537855 0.00078126520986712873 0.0025162770290261378
leaf_weight=0.0010535208857382896 0.001353102151155027 0.0010426624284620703 0.0012586742554314663 0.0010064384935232753 0.0011240238219352933 0.001426569117660037 0.0013400857323097497 0.0012191396505634167 0.0010639989037743991 0.0013522188302666494 0.0016099330668396597 0.0016462826201234515 0.0017751067982159086 0.0014204763031979706
leaf_count=98 81 212 129 320 393 81 1395 70 63 124 212 409 93 230
internal_value=0 -7.08305e-05 1.71212e-05 -7.9282e-05 1.67905e-05 -0.000675291 0.000155938 1.14802e-05 0.000174269 -0.000581838 0.00041243 0.000692284 -0.000112357 0.0014779
internal_weight=0 0.0186387 0.017596 0.0162429 0.0152365 0.00255059 0.0126859 0.0114272 0.0100872 0.00241622 0.00767094 0.00606101 0.00299425 0.00306676
internal_count=3910 3812 3600 3519 3199 474 2725 2596 1201 187 1014 802 163 639
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=29
num_cat=0
split_feature=52 151 4 14 2 133 133 41 15 42 3 160 1456 4 1 15 4 13 3 49 2 0 4 160 150 3 3 2
split_gain=0.000474943 0.000437198 0.000505746 0.000452163 0.000605439 0.000394741 0.000515657 0.000423771 0.000307122 0.000467133 0.000302634 0.00046161 0.000331781 0.000354475 0.000520428 0.00040989 0.000510087 0.000456702 0.000351454 0.00026297 0.000261427 0.000260149 0.000323199 0.000246169 0.000190504 0.000128609 0.000120242 8.83544e-05
threshold=-0.42985499999999993 -0.40391999999999995 0.28937500000000005 -0.46879999999999994 -0.13811499999999996 0.10681500000000001 0.092550000000000007 0.078150000000000011 0.084565000000000015 0.091230000000000019 -0.15002999999999997 -0.217635 -1.0000000180025095e-35 0.097045000000000006 0.099595000000000017 -0.0058549999999999991 -0.37626499999999991 -0.083654999999999993 0.11818000000000002 -0.047309999999999998 0.11891500000000001 -0.11756999999999999 0.25367000000000006 -0.065259999999999985 0.087675000000000017 -0.032959999999999996 0.11476000000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 8 10 20 -3 -12 -13 14 15 17 -17 -14 25 24 -10 -15 -23 -18 -19 -16 -6 -25
right_child=1 2 3 4 26 -7 -8 -9 9 -11 11 12 13 21 18 16 23 19 -20 -21 -22 22 -24 27 -26 -27 -28 -29
leaf_value=-0.00082098984673998872 -0.00079037092952618637 0.00052545186435449761 -0.00037690366216466863 -4.677246179306177e-05 0.001077664246655189 -0.00068061041605002419 0.00067337516186898331 -0.00080620389813935674 -0.00099342446955920046 0.00029492205256431676 -0.00080237757162257095 -0.00056996780199352693 -0.00092007134781465127 -0.00068144583844238944 0.00048019337401212489 -0.00036786413395098602 0.0010027308379054658 0.00064555651927669492 7.1796446302442677e-05 -0.00036545912208250995 -0.00017848757778340298 -0.00048654416131958654 0.00047122032367793678 4.5936088587887204e-05 -0.00010280827278826804 0.0010203893333727255 0.00057374066102743005 0.00054744618513834307
leaf_weight=0.0010718156465897013 0.0010036680896838837 0.001743219058283777 0.0010150458742756996 0.0017372759739839871 0.0016620020301512098 0.0013601923952005759 0.0015577100379073885 0.0010532244602252652 0.0014014876708622883 0.001137175221585407 0.0010216497784958358 0.0012385357806354849 0.0011075084553215861 0.0013582259484934411 0.0011319220594465662 0.0012937236307806188 0.0011114487071561818 0.0010110871184032533 0.0016052504610701845 0.0018406422901039426 0.0010041340374460361 0.0010233847487222105 0.0010721729646689937 0.0010614585772201913 0.0010109435918081999 0.0015543815499370348 0.0012204002203382025 0.0010273375257199291
leaf_count=353 71 50 55 62 190 505 99 124 645 175 178 151 196 54 52 50 33 28 84 230 20 41 35 158 50 103 99 19
internal_value=0 2.71105e-06 2.58762e-05 0.000359812 0.000521685 -3.96248e-05 -7.76619e-06 -4.88768e-05 -1.66565e-05 -0.000348911 3.88337e-05 -4.73567e-06 3.94377e-05 8.32955e-05 0.000170963 1.12905e-05 0.000278093 -0.000229949 0.00052309 -3.2076e-05 -0.00065326 -0.000265868 3.48729e-06 0.000539226 0.000271401 0.000792768 0.000864305 0.000292595
internal_weight=0 0.0353652 0.0343615 0.00563472 0.00461968 0.0287268 0.0273666 0.0258089 0.0247557 0.0035428 0.0212129 0.0194697 0.018448 0.0172095 0.0137557 0.00946415 0.00449397 0.00497018 0.00429155 0.00386267 0.00240562 0.00345378 0.00209556 0.00320024 0.00202203 0.0026863 0.0028824 0.0020888
internal_count=3910 3557 3486 406 351 3080 2575 2476 2352 840 1512 1462 1284 1133 1003 764 260 504 239 308 665 130 76 210 78 155 289 177
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=17
num_cat=0
split_feature=14 52 1 157 48 14 49 2 3 0 48 15 12 15 47 0
split_gain=0.000108208 9.5155e-05 0.000122975 0.000175318 0.000180603 0.000193004 0.000388738 0.000218796 0.00015671 0.000229338 0.000143367 0.000140192 0.000129683 0.000116376 0.000240576 5.38207e-05
threshold=0.073890000000000011 -0.40083499999999994 1.0000000180025095e-35 -0.077044999999999988 0.12862000000000004 -0.13131999999999996 0.082865000000000008 0.11125500000000001 0.10666500000000002 -0.084074999999999997 0.085875000000000021 0.024640000000000006 1.0000000180025095e-35 -0.03231499999999999 0.09252500000000001 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 7 10 9 -3 13 12 -11 14 -7 -15
right_child=-2 2 3 4 -6 6 -8 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.0012065970269325604 -0.0014243243350539072 -0.0026593506561102586 0.001929625959132949 -0.0012751805177091543 -0.0015417454167529639 0.0024611899643732066 0.0033288174756564443 0.002049518836371987 0.0010082420414159949 0.00017031489016036856 -0.0012960364793344985 0.0011610457514106525 -0.0020694629724169354 0.00037704995414785753 -0.00042461754069825415 -0.0010444868941495626
leaf_weight=0.0011243598060942236 0.001050661231441207 0.0010576039513827589 0.0014050946885175728 0.0012175730071054556 0.0010857902132528361 0.0012140419180564103 0.0010002495318499616 0.0012356287343047168 0.0012579986603142856 0.0011480845127422885 0.0014606095400040431 0.001039159540739687 0.001005604197952592 0.0010006098469440587 0.0011825762853456823 0.0012327416992007848
leaf_count=389 135 939 168 129 83 178 76 204 27 34 127 564 215 134 121 387
internal_value=0 7.76456e-05 0.000159953 0.000417893 0.000218065 0.000418273 0.000665905 0.000302337 -0.000403595 -0.000821454 -5.21232e-05 -0.000212667 -0.000875486 0.000340292 0.00103723 -0.000407595
internal_weight=0 0.0186677 0.0175434 0.0120349 0.0106298 0.00954403 0.00832646 0.00732621 0.00550845 0.00425045 0.00609058 0.00319285 0.00215369 0.00462997 0.00239662 0.00223335
internal_count=3910 3775 3386 1607 1439 1356 1227 1151 1779 1752 947 813 249 820 299 521
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=453 4 480 1429 403 46 14 457 457 403 11 4 1456 38 1374 150 16 15 49 1132 13 42 3 42 1 4 4 13 12 16
split_gain=0.000863878 0.000941671 0.000862462 0.000825255 0.000705883 0.000665447 0.000936777 0.000579355 0.000827943 0.000666882 0.000549442 0.00081083 0.000679473 0.000695792 0.000584032 0.000676306 0.0005151 0.000494555 0.000542083 0.000589199 0.000534671 0.000785575 0.000908318 0.000484311 0.000512578 0.00084628 0.00105707 0.000685439 0.000479799 0.000355753
threshold=0.096095000000000014 0.51224500000000017 0.086640000000000009 -1.0000000180025095e-35 0.10020000000000001 -0.046924999999999994 0.077685000000000018 -0.15747999999999998 -0.0034949999999999994 -0.088854999999999976 0.088315000000000018 0.41171000000000008 -1.0000000180025095e-35 0.084445000000000006 -0.094679999999999986 0.085200000000000012 -0.25582999999999995 0.10363000000000001 -0.085174999999999987 -1.0000000180025095e-35 0.25430000000000003 0.091955000000000023 -0.075679999999999983 -1.0000000180025095e-35 0.095575000000000007 -1.0000000180025095e-35 0.057365000000000006 -0.48634999999999995 0.083175000000000013 -0.00083999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -10 11 12 -11 14 -14 17 -12 18 -16 -20 21 23 -23 -21 25 27 -27 -25 -17 -29
right_child=-2 -3 -4 4 -6 6 -8 8 9 10 16 -13 13 -15 15 28 -18 -19 19 20 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0010571100225720005 -0.0012212881223172159 0.0013006660732474589 -0.0011604174414458364 0.0011437938582533429 -0.001084584844938997 0.00096754882607375046 -0.0010014878712684375 -0.00088659950836093013 -0.00092283183510539612 -0.00073127508313460563 0.00017526158785357624 0.0010522799227131562 -0.00062129904597653341 -0.00065453895856927601 -0.00071807770599088675 0.0012023890819069204 -0.0011683383910682616 -0.00045793959623415236 -0.00066644406224797661 -0.00026134433087794884 0.0010990567652936372 -0.0013259528054621807 0.00033117227570983047 -0.00052223522176903208 0.00092840524458294525 -0.001364229405756981 0.00051591048578491854 0.00034063533607241138 0.00025428256618555204 0.0009720690852573204
leaf_weight=0.001313139216463032 0.0010906407687372157 0.0010492101747852081 0.0012058929544760391 0.0010676595198475516 0.001015439108648152 0.0013584262952495143 0.0015493692411705498 0.0016827699747072869 0.001170706695219347 0.0016719857767356619 0.0010071438697423218 0.0018633303682276106 0.0014846684729086226 0.0018299579568168403 0.0010678263178540695 0.0022557972974297505 0.0011539503340998172 0.0021245687327713361 0.0011586018836169379 0.0018968644914400543 0.0016100071409423924 0.0011659628234288455 0.0013397748146679591 0.001007127684658821 0.0035408830476750816 0.001122104368533011 0.0011323752084830829 0.0030289714838660341 0.0018157622411525409 0.0037808067940208242
leaf_count=173 36 166 237 24 251 38 115 222 460 274 27 124 59 50 42 104 50 172 16 420 43 113 73 11 131 68 28 188 92 103
internal_value=0 1.42153e-05 -1.42475e-05 1.5659e-05 4.70311e-05 7.32137e-05 4.65201e-05 8.58643e-05 5.58557e-05 9.73406e-05 0.000129569 0.000171168 0.000121467 0.000166929 0.000217832 0.00026225 -0.000542175 0.0001744 0.000235881 0.000284894 0.000341059 0.000273315 -0.000439917 0.000388549 0.000479111 0.000321149 -0.000419877 0.000534869 0.000779569 0.000691209
internal_weight=0 0.0484711 0.0474219 0.046216 0.0449028 0.0438874 0.0428197 0.0412704 0.0399119 0.0382292 0.0370585 0.0348974 0.033034 0.0313621 0.0295321 0.0280474 0.00216109 0.0239759 0.0218513 0.0207835 0.0196249 0.0180149 0.00250574 0.0155091 0.0136123 0.0100714 0.00225448 0.00781691 0.00407156 0.00680978
internal_count=3910 3874 3708 3471 3298 3047 3023 2908 2870 2648 2188 2111 1987 1713 1663 1604 77 1408 1236 1194 1178 1135 186 949 529 398 96 302 196 291
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=146 45 453 1429 403 4 457 457 16 11 151 43 43 1456 16 1 1374 43 151 160 4 2 1 133 133 16 15 43 4 43
split_gain=0.000953978 0.00100323 0.000744196 0.000710385 0.00072559 0.000627803 0.00053181 0.000615001 0.000683327 0.000941092 0.000578544 0.000564917 0.000713006 0.000517553 0.000421656 0.000469558 0.000663053 0.000598758 0.000527445 0.000714906 0.000759287 0.000622953 0.000576138 0.00043827 0.000529057 0.000471098 0.000414837 0.000403106 0.00037806 0.000295673
threshold=0.10949000000000002 -1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 0.096520000000000009 0.50657000000000008 -0.15747999999999998 -0.0034949999999999994 -0.50585499999999983 0.079700000000000007 -0.080624999999999988 0.24789500000000006 0.14198000000000002 -1.0000000180025095e-35 -0.30307999999999996 1.0000000180025095e-35 -0.095439999999999983 -0.18906999999999999 -0.086034999999999986 -0.082969999999999988 -0.14963999999999997 1.0000000180025095e-35 0.095575000000000007 0.086975000000000011 0.083815000000000014 0.011450000000000002 0.035895000000000003 -0.080569999999999989 -0.071454999999999991 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 10 11 -9 12 13 -10 -15 17 -17 -16 -18 20 -20 22 -21 24 25 -19 -23 -24 -27 -29
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 -13 -14 14 15 16 18 23 19 21 -22 26 27 -25 -26 28 -28 29 -30 -31
leaf_value=0.0011489926293549754 -0.0010528186809953266 -0.0009016071037169246 -0.00099278167977127582 0.00071884392822000665 -0.00091668117456449115 0.00090069659372925335 -0.00068803506511586467 -0.00023855381715355879 -0.00070005792625544216 -0.00082206306893430503 0.00075837889741856501 -0.00067053717107395635 0.0008179634814277179 -0.00053755319054542543 0.00043290973397600225 -0.00050680999886506758 0.00088810409336195165 -0.00072375715219004605 0.0002766724270008495 -0.00072768714556830033 -0.0011244661644683959 0.00077796119684944893 -9.7891455441882696e-05 -0.00086932654457870864 0.00057831185441264564 -0.00036326465495637578 -1.9564408005925101e-05 0.00093825472104452565 0.0005117002969299056 0.00011039673539079635
leaf_weight=0.001001993331200878 0.0011374941018402742 0.0011010132124474872 0.0010007102001594595 0.001438792381298625 0.0010352436376754306 0.0011320132454466494 0.0016074750443404442 0.0010491332311879376 0.0012491602690062322 0.0018070187082814817 0.0028683399600404258 0.0014456422328955601 0.0015710767747299506 0.0014898528510593921 0.0020335124566495111 0.0015459523047098847 0.001688567590871771 0.0020231274793459826 0.0010288100905313513 0.0010069354373802852 0.0010128377729312641 0.004100284061941295 0.0024248688417731756 0.0013271239221486208 0.0011031620196721992 0.0015206339958240278 0.0010893310346613561 0.0012894951481712269 0.0011403939867706825 0.0010193568695342492
leaf_count=28 11 181 36 46 291 184 235 52 273 149 144 166 38 80 86 33 97 507 22 259 87 155 50 417 71 28 53 23 36 72
internal_value=0 1.23604e-05 -1.34358e-05 9.27706e-06 3.31282e-05 5.71032e-05 3.31579e-05 7.49437e-06 3.78475e-05 -1.61288e-05 0.000491392 3.06835e-05 6.48562e-05 2.27399e-05 5.63743e-05 9.12742e-05 0.000208726 -0.000116803 0.00028418 0.000205566 -0.000418416 0.000322119 6.13694e-05 -0.000273927 -0.000137392 -0.000305947 0.000610556 0.000229214 1.1705e-05 0.000572756
internal_weight=0 0.0451519 0.0441499 0.0431492 0.0420481 0.0410129 0.0398809 0.0384421 0.0368346 0.0329171 0.00391747 0.0311101 0.0296645 0.0280934 0.0268442 0.0253544 0.0162064 0.00914795 0.0146605 0.0129719 0.00204165 0.0109303 0.00574066 0.00711444 0.00578732 0.00468416 0.00518962 0.00473372 0.00266103 0.00230885
internal_count=3910 3899 3871 3835 3654 3363 3179 3133 2898 2702 196 2553 2387 2349 2076 1996 851 1145 818 721 109 612 404 1059 642 571 208 145 64 95
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=146 9 453 403 1429 4 480 11 1456 403 1374 14 1132 123 38 1 12 12 457 48 133 0 49 13 49 1 0 42 52 4
split_gain=0.000855793 0.0010865 0.000847975 0.000703534 0.000741984 0.000597773 0.000651413 0.000584109 0.0005864 0.000604318 0.000624925 0.000474313 0.000393556 0.000589553 0.000550531 0.000449505 0.000643152 0.000522526 0.000459089 0.000586004 0.000501695 0.000435633 0.00042903 0.000384114 0.000572132 0.000439731 0.000284673 0.000417246 0.000298959 0.000369948
threshold=0.10949000000000002 0.10802500000000002 0.096095000000000014 0.096520000000000009 -1.0000000180025095e-35 0.50657000000000008 0.08456000000000001 0.088315000000000018 -1.0000000180025095e-35 -0.088854999999999976 -0.094679999999999986 0.073890000000000011 -1.0000000180025095e-35 0.088610000000000008 1.0000000180025095e-35 0.10420500000000001 0.098845000000000016 0.093125000000000013 0.084715000000000013 0.085875000000000021 0.08493500000000001 -0.032484999999999993 0.089305000000000009 -0.094129999999999978 0.088595000000000021 0.11684000000000001 -0.22384499999999996 0.083725000000000008 -0.036004999999999988 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10 -11 12 -12 14 15 16 17 18 19 20 26 23 -21 -17 25 -25 -14 28 -28 -30
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 11 -13 13 -15 -16 21 -18 -19 -20 22 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00098044190241451212 -0.0011639824386750841 0.0012503044589944467 -0.0011357727539518022 -0.0010101971830408978 -0.00064638088346986671 0.0010070844678531866 -0.00095769915557125825 -0.00064468460811403783 -0.00078684861426120759 -0.000608417320351414 -0.00052352774155955419 -0.00065633957181501204 0.00092521969388973161 0.0010720954569818795 -0.00046547832183048128 0.00098050072477554322 -0.00053936692866752927 0.00079595617045723709 0.00067005723733808728 -0.00083760507484879692 -0.00062066610757036339 0.0012282271964445474 0.00018181464589705994 0.00038445588458668268 0.001017959629004919 -0.00040708220162175056 0.00052729266558811658 0.00068688445949692566 0.00025643817115928808 -0.00060723483754995019
leaf_weight=0.0011474525460418708 0.0010374278035669695 0.001092830426936863 0.0010879402236554361 0.0010838944789853802 0.0016520860707299736 0.0010312669139915789 0.001047857653701966 0.0018208877350307509 0.0011251618886503048 0.0016260417310949285 0.0010859891307610772 0.0010119845388434348 0.0010589701085450412 0.0013517030525549414 0.001792746068747241 0.0014151118993055434 0.0019537435480372336 0.0022644306122279181 0.0021915389757296575 0.0018009742397506199 0.0010487438125497128 0.0011509293788396491 0.0010520330358356755 0.0025849782589926207 0.0012136512152096657 0.0020044680239266199 0.0012355037611708744 0.0020673643289021992 0.0014869030931266994 0.0017214380810879606
leaf_count=181 11 32 36 291 327 183 236 89 463 68 18 65 17 90 61 75 176 176 90 112 222 72 39 94 30 53 67 224 227 85
internal_value=0 1.39973e-06 -3.02555e-05 -1.63791e-06 2.50613e-05 5.4053e-05 2.86996e-05 5.61036e-05 9.16518e-05 0.000127257 0.000158312 0.0001979 0.000226261 0.000253961 0.000214527 0.000260967 0.000147424 0.000231667 0.000138148 3.65348e-05 0.000201458 0.000503564 -0.000461699 0.000388018 0.000243538 3.87469e-05 0.000315352 0.000216165 -2.82332e-06 -0.000206966
internal_weight=0 0.0442086 0.0431158 0.0420279 0.040944 0.0397965 0.0387652 0.0377174 0.0358965 0.0342444 0.0331192 0.0314932 0.0304812 0.0293952 0.0280435 0.0262508 0.0178816 0.0159279 0.0136635 0.0114719 0.00861892 0.00836914 0.00285301 0.00721821 0.0058031 0.00458945 0.00757018 0.00651121 0.00444384 0.00320834
internal_count=3910 3899 3867 3831 3540 3359 3176 2940 2851 2524 2061 1993 1928 1910 1820 1759 1435 1259 1083 993 842 324 151 252 177 147 620 603 379 312
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=146 147 52 457 457 1213 106 9 151 16 1456 1373 52 11 376 0 43 52 15 133 376 133 457 2 51 48 42 43 47 39
split_gain=0.00116073 0.00107902 0.000870107 0.000690866 0.000819193 0.000811162 0.00070513 0.0013137 0.000682272 0.000973458 0.000862238 0.00060152 0.000670138 0.000582922 0.000579004 0.000731096 0.000737329 0.00065651 0.000539704 0.000525212 0.000655895 0.000513125 0.000484544 0.00047108 0.00040573 0.000404086 0.00032147 0.00056844 0.000380329 0.000523227
threshold=0.10949000000000002 0.11236 -0.42985499999999993 -0.23052999999999998 -0.079274999999999984 -1.0000000180025095e-35 0.090955000000000022 -0.016839999999999997 -0.27336999999999995 -0.50585499999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.048794999999999991 0.080455000000000013 0.085185000000000025 -0.076734999999999984 -0.072649999999999978 -0.092084999999999986 -0.095799999999999982 0.10599500000000002 0.088415000000000007 -0.081204999999999986 0.084715000000000013 0.099675000000000014 -0.031524999999999991 0.11270000000000001 -1.0000000180025095e-35 -0.26007999999999992 0.077065000000000008 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 23 -11 -12 14 19 15 17 -17 -13 -19 20 21 -14 -20 -10 -23 26 -26 -28 29 -29
right_child=-2 -3 3 4 5 6 -8 8 9 10 11 12 13 -15 -16 16 -18 18 22 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00089277909485704974 -0.0010681122576867161 0.0010320901355426505 0.00084871378517053348 -0.00081056223956784052 -0.00077251657758989789 0.0011720048627275172 -0.00091201862144207912 -0.00076179360453078142 6.6536367661727602e-05 -0.00081690195485135757 -0.00083405683466981223 -0.00061871826807020241 -0.00071565618598292769 -0.00072867396749557378 -0.00052935175392330189 0.0010853923528160623 0.00011229888301830926 -0.00031746872056758287 0.00017397832844052218 -0.00062712342109137471 0.00080228815794532388 -0.00059659546686976822 0.0010927108732247093 0.00087524689056475333 -0.00048554697432674326 0.00080882923939890777 0.00079369069059766694 2.9997031433096158e-05 -0.00036593793990499974 0.00092956682080035167
leaf_weight=0.0015220391841754824 0.0014148134259812642 0.0013739779355432793 0.0013025614807098398 0.0017182722785151752 0.0017356325316974499 0.0014278728420364919 0.0010347009992130998 0.0014457164808625569 0.0015432059912256968 0.0017113075085468657 0.0010597583837963489 0.0013405364385024052 0.0013099240155919891 0.0016421802521717757 0.0010699145374957206 0.0028938066296584353 0.0016953928761678184 0.001313910568754296 0.0018091807153250974 0.0016975868826010201 0.0014792883620371447 0.0012393374245474034 0.0013965190050981846 0.0027532565995294078 0.0013917173993385221 0.001031140512939289 0.0014646800100308584 0.0071075567142591251 0.0026906723954187592 0.00101440562340116
leaf_count=353 11 21 42 181 580 94 33 80 75 241 26 133 289 70 39 102 112 41 83 362 17 119 28 126 164 22 9 318 92 47
internal_value=0 7.47769e-06 -2.02119e-05 6.71595e-06 -1.61248e-05 1.33587e-05 4.39664e-05 6.66906e-05 2.92034e-05 5.73316e-05 -4.99543e-06 3.51062e-05 6.253e-05 -5.70458e-05 0.000291612 0.000375671 0.000725901 0.000101398 0.000314988 -3.04997e-06 5.35166e-05 -1.06971e-05 0.000574212 0.000584774 4.72371e-05 0.000101517 4.81602e-05 0.00010866 1.58652e-05 0.00014235
internal_weight=0 0.0522161 0.0508421 0.04932 0.0480175 0.0462992 0.0445636 0.0435289 0.042101 0.0406553 0.0363588 0.0346475 0.0335878 0.0220685 0.0115193 0.0104493 0.0045892 0.00586015 0.00451961 0.0204263 0.0187287 0.0172494 0.0032057 0.00429646 0.0159395 0.0147002 0.013669 0.0122773 0.0108126 0.00812196
internal_count=3910 3899 3878 3525 3483 3302 2722 2689 2595 2515 2314 2073 2047 1509 538 499 214 285 152 1439 1077 1060 111 201 771 652 630 466 457 365
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=15
num_cat=0
split_feature=124 4 15 42 15 15 2 49 3 1 52 12 0 0
split_gain=0.000117542 0.000151428 0.000132502 0.000198609 0.000156195 0.000246677 0.00019893 0.000180904 0.000372816 0.000151118 0.000162472 0.000270123 0.000276206 7.69421e-05
threshold=0.10068000000000002 -0.49837999999999999 0.079360000000000014 0.08401500000000002 -0.0063699999999999989 -0.052074999999999989 0.10113500000000002 -0.029304999999999998 -0.0026499999999999996 0.091845000000000024 -0.048794999999999991 0.092475000000000016 -0.10462499999999998 -0.072559999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 13 8 -3 -9 -11 12 -12 -6
right_child=-2 2 3 -5 6 -7 -8 9 -10 10 11 -13 -14 -15
leaf_value=-0.0015058893671144749 0.0014246031925217845 0.0028157083139302114 -0.0017271516447345927 0.00064588600618810475 0.00077664974747715019 -0.0016441169310095996 -0.00026671738449217305 -0.0016754189918940362 -0.00021118899088146765 0.0013202900877780591 -0.00061486753064593296 -0.0019385615945087193 0.0021633270499068578 0.0022743467536615932
leaf_weight=0.0012786011712057057 0.0010079269548517447 0.0012665704877541373 0.0017427993264415914 0.0010351855831429446 0.001113389841619683 0.0016107855797564694 0.0016959350248706428 0.0011087311997093454 0.0018345958977219459 0.0014076272803347223 0.0018307638378400881 0.0013588839250673335 0.0010295012605398002 0.0014597439943129257
leaf_count=174 58 138 706 715 105 433 117 700 99 177 147 112 157 72
internal_value=0 -7.76788e-05 2.10592e-05 -0.000842865 0.000173763 -8.74776e-05 0.000874276 0.000167427 0.00102505 -0.00022744 5.78781e-05 -0.000363298 0.000385094 0.0016263
internal_weight=0 0.0197731 0.0184945 0.00277798 0.0157165 0.0114475 0.00426907 0.00983667 0.00310117 0.00673551 0.00562678 0.00421915 0.00286027 0.00257313
internal_count=3910 3852 3678 1421 2257 1963 294 1530 237 1293 593 416 304 177
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=17
num_cat=0
split_feature=4 151 484 1 12 12 4 15 151 15 42 43 16 15 43 16
split_gain=0.000111703 0.00016113 0.000152673 0.000135328 0.000134155 0.000189239 0.000302993 0.000225052 0.000201991 0.000156828 0.000196759 0.000200996 0.000306972 0.000121792 7.12343e-05 8.38507e-05
threshold=0.24280000000000004 -0.0008699999999999999 -0.0043499999999999988 0.11235500000000002 0.098845000000000016 0.093125000000000013 0.08734500000000002 0.084050000000000014 -0.086769999999999986 -0.095799999999999982 0.085775000000000004 0.0050750000000000005 0.064860000000000015 -0.43091499999999999 -0.062599999999999989 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -4 -10 11 12 14 -5 -11 -16
right_child=1 3 4 13 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17
leaf_value=-0.0019108559073234804 -0.00081461272425715646 2.119810771866433e-05 0.0022559329525262566 0.00074811594998091971 -0.0012252101614183032 0.0015673046150602135 -0.0024516356627296769 -0.0019111620936365606 -0.0014315297978458521 0.0019132627153823157 -0.001239657062837452 0.0024633963456639324 -0.0018416645852645434 0.0028858908847216444 0.0013610079514561637 -0.00039383870619841548
leaf_weight=0.0010059614857284719 0.001270692825784181 0.0015309383757553521 0.0010244967072132764 0.0011424441109662009 0.0018402480907439228 0.0015757123588964481 0.0010460106778462661 0.0010133510456242162 0.001170795294558648 0.0011215284909057476 0.0012769533431140623 0.0011231442549837212 0.0010519385676248383 0.0010704456677519403 0.0011636414124316418 0.0010969055159461968
leaf_count=573 123 132 193 171 437 373 87 754 166 157 237 34 146 123 113 91
internal_value=0 0.000586537 -0.000195305 0.0010621 -7.63248e-05 9.06173e-05 -0.00011922 0.000123715 0.000352085 0.000108423 0.000372243 0.000742633 0.000306761 0.00178223 0.000974993 0.000509488
internal_weight=0 0.00501452 0.0155107 0.00374383 0.0145047 0.0126645 0.0110888 0.0100428 0.0090294 0.00800491 0.00683411 0.00555716 0.00443401 0.00221289 0.00338208 0.00226055
internal_count=3910 549 3361 426 2788 2351 1978 1891 1137 944 778 541 507 294 361 204
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=16
num_cat=0
split_feature=124 133 50 158 159 52 151 4 13 0 52 43 2 2 15
split_gain=0.000101961 0.00012347 0.000187809 0.00016028 0.000147823 0.000159537 0.000167978 0.000189069 0.000136869 0.00029492 0.00020259 0.00011784 0.000111019 8.3597e-05 6.91779e-05
threshold=0.091025000000000009 0.099765000000000006 0.10625000000000001 0.085745000000000002 -0.031624999999999993 0.10898500000000001 -0.084764999999999993 0.27020000000000005 -0.0016149999999999999 -0.072559999999999986 -0.087094999999999992 -0.019509999999999996 0.096970000000000015 0.086875000000000022 -0.41846999999999995
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 11 -10 -8 13 -12 -9
right_child=-2 -3 -4 -5 5 -7 7 14 10 -11 12 -13 -14 -15 -16
leaf_value=0.0017870888352300549 0.0013272455898997459 -0.001492861465994482 -0.0017799216185697667 -0.0014770198453188631 -0.00096693417862049754 -0.0014938441345786993 0.00076065643990285607 0.00076030806466900682 -0.0019446704153788183 0.0019697179703013559 1.5802384700276877e-06 -0.001092643890774558 -0.00079037699195388001 0.0014925230393181359 0.0023091114003290594
leaf_weight=0.001042153495536712 0.0010076210399745369 0.0010654210979940673 0.0010188352980262652 0.0010888192123118248 0.0018508682640978056 0.0010542229805131928 0.0011701680952268395 0.0010019555547160497 0.0010830034304518676 0.0019768877118400141 0.0016340912676505743 0.0013730099901903946 0.00156496422858865 0.0012017757361128464 0.0011298423948757916
leaf_count=225 73 594 329 344 296 149 333 114 247 208 128 574 61 87 148
internal_value=0 -7.30413e-05 1.01173e-05 0.000116324 0.000224194 0.000115903 0.000237236 0.000420889 0.000173638 0.000726493 -0.000282054 -0.000239903 0.000127101 0.000633408 0.00158117
internal_weight=0 0.019256 0.0181906 0.0171718 0.0160829 0.0150408 0.0139866 0.0121357 0.0100039 0.00452007 0.00548383 0.00254318 0.00440083 0.00283587 0.0021318
internal_count=3910 3837 3243 2914 2570 2345 2196 1900 1638 1115 523 907 276 215 262
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=146 9 1429 453 4 31 457 457 16 11 2 123 124 151 1456 42 43 16 16 51 3 51 133 131 12 49 150 15 15 13
split_gain=0.000782694 0.00103478 0.000729123 0.000753198 0.000818869 0.000815139 0.000688965 0.000693617 0.00076588 0.000985441 0.000690325 0.000605561 0.000742312 0.000645815 0.000850927 0.00063869 0.000804541 0.000567459 0.000863642 0.000631061 0.000544664 0.000583139 0.000627431 0.000645188 0.000680922 0.000502936 0.000865574 0.000687284 0.000447671 0.000437647
threshold=0.10949000000000002 0.10802500000000002 -1.0000000180025095e-35 0.096095000000000014 0.50657000000000008 -1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 -0.50763499999999995 0.080455000000000013 0.099675000000000014 0.13256000000000004 0.11158000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10770999999999999 -0.074254999999999988 0.27608500000000008 -0.0083999999999999995 0.077145000000000005 -0.075954999999999981 -1.0000000180025095e-35 0.084285000000000013 0.064640000000000017 0.09641000000000001 -0.047309999999999998 -0.094019999999999979 -0.091024999999999981 -0.092059999999999989 -0.11267999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 -9 12 13 25 -15 -16 20 18 19 29 21 -17 23 24 -23 27 -27 -10 -21 -18
right_child=-2 -3 3 -5 -6 6 7 8 9 -11 -12 -13 -14 14 15 16 17 -19 -20 28 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00092472291637930393 -0.0011247099727226012 0.0012537335647252006 0.00086667076217275974 -0.0010732530132856824 0.0010301128491698695 0.00077277650911393035 -0.00086420242444133245 -0.00020136024686534464 0.0011181354864724829 -0.0010711645523914851 0.00086771010861655157 -0.0010131370279292179 0.00075019910510039551 -0.0012683922333214608 -0.0010672901202007372 -0.00083398632224069419 -0.00018896852849445829 -0.00098358464381210131 0.00031717804114767917 -0.00060204034164630974 0.00072085478615092262 0.0011024736981228738 -0.00061600146959519132 -0.00044151036477838983 -0.00010088809523774857 0.00075814459044860362 -0.0007499275338652123 7.3107086900522317e-05 0.00036778425312019767 -0.0010132889561005256
leaf_weight=0.0013955388901375479 0.0010053719934148822 0.0010460701599441782 0.001683421751215163 0.0010188078760791077 0.0012785385286782072 0.0016427280787496548 0.0016750982093474134 0.0015228041686525728 0.0019144372222736905 0.0015782559607258042 0.0026843185075180465 0.0010109174972967585 0.0019134283011226208 0.0010622982093769764 0.001066042629330243 0.0010500311233734294 0.0016102671207509616 0.0015507575477440314 0.0039356220513476984 0.0012115358859221548 0.0025694601196311027 0.0022053986651680013 0.001204598651282085 0.0010693609775671575 0.0011512760012308831 0.0010140967361991216 0.0015449174624100328 0.0021484579937620651 0.002080312127583861 0.0029054351159095056
leaf_count=181 11 32 63 36 197 44 236 71 53 132 117 14 25 272 139 121 45 118 211 43 121 74 184 68 26 27 150 114 135 850
internal_value=0 5.61581e-06 -2.11946e-05 5.46159e-06 2.92065e-05 7.72068e-07 -3.28754e-05 -6.46292e-05 -3.11484e-05 -9.13107e-05 0.000480751 -4.61172e-05 -1.6679e-05 -6.35682e-05 -0.00015796 -0.000107998 -6.26356e-05 -0.000262498 -0.000167274 -0.000411476 0.000224599 3.37337e-05 0.000195551 0.000416425 0.000689743 0.000288123 -0.000152302 0.000565525 1.08488e-05 -0.000719342
internal_weight=0 0.0497442 0.0486982 0.0473026 0.0462838 0.0450053 0.0433219 0.0416791 0.040004 0.0357969 0.00420712 0.0342187 0.0332077 0.0312943 0.0246724 0.0236101 0.0225441 0.0132939 0.0117432 0.00780755 0.00925013 0.00668067 0.00563063 0.00442604 0.00335667 0.00662191 0.00255901 0.0040629 0.00329185 0.0045157
internal_count=3910 3899 3867 3686 3650 3453 3390 3346 3110 2922 188 2790 2776 2751 2407 2135 1996 1402 1284 1073 594 473 352 168 100 344 177 167 178 895
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=31 1429 4 480 457 457 1213 14 3 133 158 123 457 1 14 0 0 2 3 15 12 4 47 4 52 4 52 15 2 15
split_gain=0.000698402 0.000602985 0.000673718 0.000477771 0.000523035 0.0007557 0.000453261 0.00045774 0.000519466 0.000478741 0.000449514 0.000517925 0.000457358 0.000538576 0.000772117 0.000716523 0.00107261 0.000570422 0.000421315 0.000543703 0.000499873 0.000698463 0.000397055 0.000389493 0.000344833 0.000299475 0.000451404 0.000366318 0.000136899 0.000145479
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.08456000000000001 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -0.10523499999999998 0.30601500000000009 0.10681500000000001 0.085745000000000002 0.092515000000000014 0.41137000000000007 0.13662500000000002 0.073890000000000011 -0.10575999999999998 -0.089879999999999974 0.11934000000000002 0.13772500000000001 -0.03231499999999999 0.096535000000000024 -0.026614999999999996 0.10843500000000002 -0.015104999999999999 -0.089799999999999977 -0.48072499999999996 0.092885000000000009 0.079360000000000014 0.097940000000000013 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 10 11 12 13 14 15 17 -17 22 19 24 21 25 23 -9 -18 -21 27 -27 29 -25
right_child=1 2 -4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00090026818363521898 -0.0010904979706397428 0.00089477747813002356 0.00095857929090583055 -0.0010369081336038947 -0.00098734331212678027 -0.00086757920811019081 -0.00069275680055266181 0.0001318315233887489 0.0010518455041453162 -0.00082793468772217771 -0.00061912298436534265 -0.00090458338817210528 -0.0006439690862406098 0.00085235664879264967 -0.0010609080381401576 -0.0010383742650612881 6.9483734449393188e-05 -0.00044092969182969304 0.00099575522389181792 -0.0003980543413130617 -0.0010850461769839519 -0.0010645647900945742 -0.00010736244631170482 0.0011356570547572922 0.0010064605223607257 0.0010666219194476743 -0.00037967131104773574 1.7369148909572169e-05 0.0013364388685064899 0.00043942278557382894
leaf_weight=0.0016050596722565471 0.001127022516364983 0.001182840251010119 0.001355561851624997 0.0010068959011307879 0.0017451545172697527 0.0012514453689020369 0.0017974588122626747 0.0012408031168966716 0.001018350466143402 0.001315764966532961 0.001896687805325036 0.001007499647734277 0.0014373059142940283 0.0022418098890231155 0.0010786936458320176 0.0018255424532866308 0.0015793627551827782 0.001072105761748432 0.0010638454423315133 0.001295771579542292 0.0010247449710965029 0.0010695688672300247 0.0010868221427813296 0.0013547796586514949 0.0016266091729657444 0.0018681200744765647 0.0011224537383061062 0.0010662643025116658 0.0018291520483870727 0.0011171512958032389
leaf_count=113 179 45 167 252 229 576 60 35 78 387 211 46 28 44 66 216 142 35 14 71 95 135 21 30 155 47 101 224 77 31
internal_value=0 -6.03086e-05 -3.09734e-05 -6.60675e-05 -3.9801e-05 -7.04798e-05 -2.38144e-05 8.14784e-06 4.84769e-05 1.46664e-05 5.30218e-05 0.000100224 0.000139159 0.000184982 0.000117957 0.000177818 -1.99954e-05 0.000525683 0.000138675 5.30826e-05 -0.000158639 -1.08185e-05 0.00068202 0.000836826 0.000544876 0.000199743 0.000390682 0.000685356 0.00104021 0.000821005
internal_weight=0 0.0407056 0.0395786 0.038223 0.0372161 0.0360333 0.0342881 0.0330367 0.0312392 0.0302209 0.0289051 0.0270084 0.0260009 0.0245636 0.0223218 0.0212431 0.0135423 0.00770081 0.0117167 0.0106529 0.00744692 0.00642218 0.00662871 0.00554189 0.00320597 0.00535261 0.00405684 0.00293438 0.00430108 0.00247193
internal_count=3910 3797 3618 3451 3199 3154 2925 2349 2289 2211 1824 1613 1567 1539 1495 1429 1200 229 984 970 673 578 194 173 297 443 372 271 138 61
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=156 146 10 453 403 1429 4 1374 0 31 2 2 124 376 1 15 123 483 124 159 3 15 16 51 15 3 52 16 16 52
split_gain=0.00103197 0.000995894 0.00125924 0.000869077 0.000760025 0.000793739 0.00105855 0.000657634 0.000710931 0.000677357 0.000670379 0.000615993 0.000857639 0.000838024 0.000796741 0.00080056 0.000747913 0.000615585 0.000688688 0.000590436 0.000642159 0.00115753 0.000514836 0.000688114 0.000510758 0.000550908 0.000668595 0.000551117 0.000760863 0.000504505
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 0.096095000000000014 0.096520000000000009 -1.0000000180025095e-35 0.50657000000000008 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.11260500000000001 0.096540000000000015 0.51367000000000018 0.084595000000000017 0.13026000000000001 -0.11739999999999999 1.0000000180025095e-35 0.086150000000000018 -1.0000000180025095e-35 0.09141500000000001 -0.08348499999999999 -0.03231499999999999 -0.15168999999999996 -0.082264999999999991 -0.15202999999999997 0.12046500000000002 0.11262000000000001 -0.015314999999999997 -0.30307999999999996 -0.11271999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 -9 12 13 14 15 -11 17 18 -13 20 21 -17 -22 -24 -20 26 27 28 -26 -29
right_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 16 -14 -15 -16 19 -18 -19 24 -21 22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0014003846507316161 -0.00098166600290839853 -0.0012660622341631297 0.0011758383348982708 -0.0012223839783015071 -0.0010806649839100674 -0.00074132632860038079 0.0013499718890757212 0.00090941136438971442 0.00091365305683865482 -0.001275522209450474 -0.00037103212528816828 -0.00098611325124212069 0.0010604911284567123 -0.0013379034458928091 0.00085686816905327615 0.0012003950224114448 0.0008855977118071112 -0.00093501555936881784 0.0010298780793810615 -0.0011160771998780057 0.00026943420117427899 -0.00015631617487551011 0.00030713852221081331 -0.00086922460225046048 0.00036674016613855842 0.00054130703309217948 -0.0010672614821682803 -9.8953394973058965e-05 -0.0010951444245244724 0.00099166263314686884
leaf_weight=0.0010641772157098375 0.0014532511134257567 0.0012046616720908778 0.001790038922747427 0.0011507689293779313 0.0012236203167825246 0.0020460779320288216 0.0012319512829961346 0.0033575612210121541 0.0015590941685426065 0.0014228848615623875 0.0010533019413117017 0.0010060174309920464 0.0010022994829341761 0.0013353720926261295 0.001324938116113116 0.0017780076377429399 0.0024189269877812327 0.0011569069663646134 0.0013555356954810813 0.0011942352049760805 0.0018533447922228679 0.0040239505943372904 0.0012828032580949333 0.0040644554389865101 0.0013677463924590683 0.0039526640662614909 0.0011915036243417276 0.0016114001707818754 0.0014259713061073338 0.0017189379190662955
leaf_count=197 147 11 91 36 286 68 148 65 59 139 25 32 3 24 26 76 127 73 42 166 66 694 67 689 60 79 126 140 90 58
internal_value=0 -7.52545e-06 2.19975e-05 -1.96746e-05 8.91372e-06 3.71666e-05 6.95399e-05 3.40952e-05 7.14633e-05 9.76647e-06 0.000603645 -2.88558e-05 -0.000200724 -0.000269877 -0.000185708 -0.000274144 0.000163757 4.56721e-05 0.000128914 -0.000173781 -8.72343e-05 0.000259447 -0.000366576 -0.000587016 0.000217773 0.000120079 -0.000107515 7.92148e-05 -0.000379436 0.000463963
internal_weight=0 0.0525582 0.0513536 0.0495635 0.0484128 0.0471891 0.0457359 0.0445039 0.0424579 0.038047 0.00441086 0.0364879 0.0192823 0.01828 0.0169446 0.0156197 0.0172056 0.0147867 0.0136298 0.0141968 0.0130026 0.00580196 0.0072006 0.00534726 0.0126238 0.0112682 0.00731556 0.00612406 0.00279372 0.00333034
internal_count=3910 3713 3702 3611 3575 3289 3142 2994 2926 2836 90 2777 1950 1947 1923 1897 827 700 627 1758 1592 770 822 756 595 553 474 348 150 198
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=17
num_cat=0
split_feature=124 123 133 50 12 48 2 160 4 151 16 12 150 2 1 15
split_gain=0.000111245 0.000122044 0.000189283 0.000169839 0.000204122 0.000187397 0.000208165 0.000194054 0.000153807 0.000193818 0.000133163 0.000211214 0.000124677 0.000121833 0.000103251 0.000140907
threshold=0.10385500000000002 1.0000000180025095e-35 0.095090000000000022 0.086465000000000014 -0.0089849999999999982 0.11930500000000001 0.11542500000000001 0.090735000000000024 -0.0040999999999999986 -0.076429999999999984 -0.008734999999999998 0.078515000000000015 0.087235000000000021 0.097135000000000013 0.11198000000000001 -0.10192499999999999
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 10 -10 -6 -12 14 -3 15 -11
right_child=-2 13 -4 -5 5 -7 -8 -9 9 12 11 -13 -14 -15 -16 -17
leaf_value=-0.0017116651803887448 0.0014452980842776032 -0.0001247632457149445 -0.002018570566671049 -0.0015937543760255034 -0.0012826252231679441 -0.0015466968055633005 0.0019471086085969106 -0.0015762353075928319 0.0024877970185824064 -0.00096629748804452403 0.0019176572740746212 -0.00057900681968155317 -0.00086623413329173021 0.002049015425028335 0.001826382618061036 0.001218466194386193
leaf_weight=0.0012077914020590637 0.0010023283163034238 0.0010378110614669414 0.001068979591619861 0.0013609854647338706 0.0016574181589874629 0.0011286099746112841 0.0014460720358988608 0.0011663930948367382 0.00112193962929652 0.0010382843085891408 0.0010407389105693277 0.0019238436590011676 0.0011350869114010731 0.0010179959354876811 0.0013210276005715116 0.00135794347926688
leaf_count=187 49 142 609 535 730 85 227 212 79 95 107 381 49 164 69 190
internal_value=0 -7.87952e-05 -0.000196647 -8.14461e-05 5.09573e-05 0.000199442 0.000348639 0.000152128 0.000342379 0.000815483 -0.000269144 0.000297466 0.000428817 0.00095165 0.000824269 0.000271809
internal_weight=0 0.0200309 0.0179751 0.0169061 0.0155451 0.0143374 0.0132087 0.0117627 0.0105963 0.00597428 0.004622 0.00296458 0.00485234 0.00205581 0.00371726 0.00239623
internal_count=3910 3861 3555 2946 2411 2224 2139 1912 1700 482 1218 488 403 306 354 285
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=453 1429 4 480 403 31 457 457 403 447 1456 11 48 1374 16 0 2 4 1 484 2 2 3 40 12 13 43 49 3 42
split_gain=0.000767863 0.000759005 0.000858684 0.000857785 0.000783065 0.000576165 0.000532587 0.000743542 0.000664961 0.000601784 0.000805758 0.000690492 0.000908658 0.000660101 0.00056522 0.000550282 0.000488369 0.00057764 0.00128455 0.000430868 0.000571893 0.000528789 0.000554579 0.00126778 0.000618979 0.000489625 0.00039541 0.00111144 0.000491995 0.000403431
threshold=0.096095000000000014 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.10020000000000001 -1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 -0.088854999999999976 0.089095000000000021 -1.0000000180025095e-35 0.088315000000000018 -0.04689999999999999 -0.094679999999999986 -0.19424999999999998 -0.23029999999999998 0.10910500000000002 -0.34687499999999999 0.084795000000000023 0.085625000000000021 0.10393500000000001 0.098195000000000018 -0.018854999999999997 0.028705000000000001 0.080120000000000011 -0.088294999999999985 -0.074254999999999988 -0.029304999999999998 -0.075954999999999981 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 -1 3 4 5 -3 -7 -8 -9 10 -10 12 -12 -14 -13 -15 19 -18 -19 20 21 22 24 -24 -17 -23 28 -28 29 -26
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 11 14 13 15 -16 16 17 18 -20 -21 -22 25 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00099122682432393138 -0.0011309601813597684 0.00084883224383392028 0.0011043654389317811 -0.0011504631315920012 -0.0010832122799487962 0.00085292763485289775 -0.00085593394843011636 -0.00093480512858356971 -0.00090165433802592485 0.00099220253095130546 -0.00085197650203290283 5.1749352610102821e-05 -0.00060703416644320297 0.00083163423631772856 -0.0012937907867929979 0.00092496448985220883 0.0011609042510785296 -0.00094640086234056302 0.00068315289173650129 0.00072119819222437969 -0.00071103786149903528 0.001152559567412631 -0.00071907956292381885 0.00086048380920221131 0.00027928909007962014 5.9175861059739848e-05 0.00067478546605534862 -0.00095808932598442865 0.0010129476679223836 -0.00065288577848704715
leaf_weight=0.0012592210562224473 0.0010279113766813444 0.0014707456707343516 0.0012052042550565458 0.0010629834538006247 0.0010395008284397314 0.0012584706474036969 0.0016355521435014167 0.0011468557103155854 0.0014704657418762581 0.0011365642965071024 0.0015197823472981034 0.001011569827483072 0.0017118498454173894 0.0022665928122460452 0.0010806651685086868 0.0015307501291665767 0.0016008744111104534 0.0011071724076039393 0.0030121804285521137 0.0015879168161854187 0.0016376875973600482 0.0013811862800672259 0.0037890394875664006 0.001096490965068142 0.0029845433741784166 0.0013607362150152005 0.0011150011731047033 0.0018638064652268804 0.0010990621356246049 0.0010505031812186871
leaf_count=181 36 67 208 234 251 42 221 467 288 96 67 26 58 27 64 46 29 127 144 88 78 16 135 17 200 74 24 525 34 40
internal_value=0 -5.42728e-07 2.7036e-05 -2.45398e-06 2.59482e-05 5.34483e-05 2.45323e-05 -2.06452e-06 3.5116e-05 6.56632e-05 3.58124e-05 7.65879e-05 0.000124075 0.000173201 -0.000643239 0.000220093 0.000167222 0.000501451 0.000245172 7.39448e-05 1.959e-05 8.88698e-05 -9.46652e-06 -0.000364568 0.00017043 0.000609945 2.80636e-05 -0.000346886 0.000245609 3.66023e-05
internal_weight=0 0.046493 0.0452338 0.0440285 0.0429656 0.0419261 0.0404553 0.0391968 0.0375613 0.0364144 0.0352779 0.0338074 0.0317152 0.0301954 0.00209223 0.0284835 0.026217 0.00572023 0.00411935 0.0204967 0.0189088 0.0172711 0.0145292 0.00488553 0.00964367 0.00274192 0.00811292 0.00297881 0.00513411 0.00403505
internal_count=3910 3874 3693 3485 3251 3000 2933 2891 2670 2203 2107 1819 1729 1662 90 1604 1577 300 271 1277 1189 1111 1021 152 869 90 823 549 274 240
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=17
num_cat=0
split_feature=14 150 484 42 49 12 12 3 1 2 15 0 4 3 150 48
split_gain=0.000100737 9.70461e-05 0.000234354 0.000184433 0.0002349 0.000168019 0.000231459 0.000141916 0.000282458 0.000254508 0.000248921 0.000179046 0.000169425 0.000128254 0.000259759 1.71336e-05
threshold=0.077685000000000018 0.08486500000000001 -0.0043499999999999988 0.10138000000000001 -0.083359999999999976 0.10333000000000002 0.095295000000000019 0.096385000000000012 0.076710000000000014 1.0000000180025095e-35 -0.017214999999999998 -0.070894999999999986 0.25367000000000006 0.097615000000000021 0.10619500000000001 0.078735000000000013
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 11 -10 12 -6 -9 14 -3 -11
right_child=-2 13 3 -5 5 -7 -8 10 9 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.0020418195854527872 -0.0013621258223871283 0.0012820078767750314 -0.0015247506790100802 -0.001487195748453391 -0.0015957158978154595 0.0018482068398038339 -0.0016915962558586913 -0.0024165927952082946 0.00029686388261447686 0.0030231575871037262 0.0013765904796573848 0.00059955391423807854 2.2533784085578782e-05 0.0019570228194897002 -0.001493615791324339 0.0022278365757865846
leaf_weight=0.0010943798039806654 0.0010001403568894998 0.0016263317963125514 0.0013558570484741858 0.0013531678785274068 0.0011102257337912988 0.001355797599146836 0.0010981141107981327 0.0010740498966868017 0.0016050153258078126 0.0010177007048870479 0.0010989748690706236 0.0019831537636685317 0.0011088059687115459 0.0010927513573468772 0.0010715323657710663 0.0010588359417686988
leaf_count=558 126 188 112 380 882 231 229 58 404 133 75 95 109 95 157 78
internal_value=0 6.11163e-05 -8.54677e-05 5.52047e-05 0.00020572 0.000393262 0.000216423 0.000424763 0.000786644 0.00160586 -0.000322295 -0.000188337 -0.00117761 0.000691986 0.000179591 0.00261762
internal_weight=0 0.0201047 0.0163141 0.0152197 0.0138665 0.0125107 0.0111549 0.0100568 0.00677493 0.00368155 0.00328183 0.00309338 0.00218286 0.00379062 0.00269786 0.00207654
internal_count=3910 3784 3344 2786 2406 2294 2063 1834 1592 615 242 977 167 440 345 211
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=146 147 160 403 1429 151 4 1374 14 128 403 43 49 52 13 48 0 0 49 16 42 4 4 457 3 3 0 13 4 3
split_gain=0.000994539 0.00114727 0.000722764 0.000811052 0.000693103 0.00058458 0.00079821 0.000537779 0.000521045 0.000479688 0.000457779 0.000458573 0.00049428 0.000813033 0.000648643 0.000754928 0.0004916 0.000573742 0.000594293 0.000612341 0.000763186 0.000640113 0.000613651 0.000681129 0.000719804 0.0004239 0.000395904 0.000390729 0.000308628 0.000346962
threshold=0.10949000000000002 0.11236 -0.26821999999999996 0.090530000000000013 -1.0000000180025095e-35 -0.27336999999999995 0.50657000000000008 -0.094679999999999986 0.077685000000000018 0.085400000000000018 -0.088854999999999976 0.24789500000000006 0.10960000000000002 0.11588000000000002 -0.090744999999999978 0.096390000000000017 -0.23029999999999998 -0.15007499999999999 -0.14917999999999998 -0.08755499999999998 0.10056500000000002 -0.44477499999999992 -0.069259999999999988 0.084550000000000014 -0.078669999999999976 -0.069909999999999986 -0.13506999999999997 -0.084184999999999996 -0.018664999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 12 13 14 15 26 -16 -18 -19 25 21 -21 -23 24 -24 -20 -12 -15 -26 -30
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 11 -13 -14 27 16 -17 17 18 19 20 -22 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00086161407309114134 -0.0012458079803368981 0.0012263887354647847 -0.00098275520897452766 -0.0010480994781919045 -0.00082171839501220408 -0.00062140171584479864 0.0011552599831001964 -0.0007225734224380379 -0.00083270231323447064 -0.00058115027581465747 0.00017988197357452783 -0.00049454498695644536 0.00084870535658183161 -0.0011280436553946804 0.00063720648659888399 -0.00020941537896095548 -0.00067849274300846622 0.0010557661112847241 -0.00093040528827418841 -0.00080149717435313585 0.0011865604203022155 0.00074900678308893178 -0.0010214855486853516 0.00090212217289225888 0.00072604557543826294 0.00011102574772262125 0.0010374576360708528 -0.00012177733148998605 -0.00053301057345294355 0.00030223723114217914
leaf_weight=0.0017959497399715465 0.0011680591378535601 0.0013674249559585397 0.0011712286253178208 0.0012788780019151727 0.0013022420133363957 0.0019871201795460527 0.0012456954069177675 0.0010456987194540348 0.001063609412240484 0.0016776335642640907 0.0012721587259036937 0.0017304045290342787 0.0020967831065539224 0.0011055721461250556 0.0029480785664475059 0.0016191448984907986 0.0017914024467060438 0.0011521809313883571 0.0017172832570439001 0.0013360897814145159 0.0012377331597306371 0.0026243628937311228 0.0014530030797468155 0.0012324556259457609 0.0010014121914281304 0.0012047575849511829 0.0041779103912398209 0.0019010618020773853 0.0018159230408549831 0.0017881172441321699
leaf_count=327 11 21 166 308 93 54 190 432 97 217 56 110 118 50 67 39 49 44 169 83 79 235 315 62 39 59 171 116 114 19
internal_value=0 1.08183e-05 -2.39748e-05 8.74435e-06 3.89816e-05 6.6474e-05 9.3866e-05 6.1602e-05 9.64087e-05 0.000122463 0.000155024 0.000181091 0.000216016 0.000173738 0.000244266 0.000597544 0.000127032 4.50899e-05 0.000123349 5.36386e-05 0.000183411 7.30576e-05 0.000190904 -9.98446e-06 -0.000195532 -0.000501023 0.000837282 -0.000491792 6.50534e-05 -0.000118609
internal_weight=0 0.0491413 0.0477739 0.0459779 0.0446991 0.0435278 0.0422256 0.0409799 0.0389928 0.0379292 0.0362515 0.0352058 0.0334754 0.0313786 0.028372 0.00706921 0.0213028 0.0183547 0.0165633 0.0154111 0.0124891 0.0112514 0.00991527 0.00729091 0.00605846 0.00292204 0.00545007 0.00300663 0.00460545 0.00360404
internal_count=3910 3899 3878 3551 3243 3077 2984 2794 2740 2643 2426 1994 1884 1766 1600 266 1334 1267 1218 1174 946 867 784 549 487 228 227 166 172 133
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=31
num_cat=0
split_feature=1429 151 4 480 151 1213 31 475 1374 457 484 1 16 147 52 51 42 47 47 133 47 4 150 52 2 3 49 4 0 0
split_gain=0.000663835 0.000513339 0.000722185 0.000640546 0.000579742 0.000539075 0.000435765 0.000356588 0.000373874 0.000399196 0.000560654 0.000362493 0.000671015 0.000656598 0.000640654 0.000555273 0.000481879 0.000414023 0.000617976 0.000378029 0.000328466 0.000269139 0.000312691 0.000286223 0.000259271 0.000479421 0.000421187 0.000310099 0.000193173 9.65827e-05
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.08456000000000001 -0.14827999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 -0.094679999999999986 0.092385000000000009 -0.0043499999999999988 0.13662500000000002 0.15100500000000003 0.099230000000000013 0.11588000000000002 0.11178000000000002 -1.0000000180025095e-35 0.077065000000000008 0.10561500000000001 0.098810000000000023 0.11939500000000002 0.26450500000000005 0.086420000000000011 -0.11271999999999999 0.10184000000000001 0.086245000000000016 -0.018544999999999996 -0.060264999999999992 -0.029849999999999998 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 13 -13 14 16 -16 28 19 -19 21 -20 22 23 -18 25 26 -25 29 -12 -28
right_child=1 2 -4 -5 5 6 7 8 9 -11 11 12 -14 -15 15 -17 17 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.001138101496056225 -0.0009523510512097909 0.0010853462294338559 0.0012319639556661922 -0.0011044427516306106 -0.00094545465090320544 0.00090747959917325495 -0.00080696666460068384 -0.00065131306979748544 -0.00091476837282242088 0.00084230560555598243 -0.00065715881335131482 0.0014571332133603732 -2.7581336562821984e-05 -0.0010736954091145755 -0.001101638093977671 0.00020763370768124605 -0.0001861645328978866 -0.00078588663533576248 0.00077734398919605276 -0.00030543974462930213 -0.00027863545770898411 0.0011698605228624131 -0.00026275445033912545 0.0010212202597230787 0.0011951409417455103 0.0011981491991492445 2.3780113407286224e-06 -0.00063185925133135137 0.00013970617013860342 0.00061313111408852709
leaf_weight=0.001069739844230976 0.0011057469294479807 0.0011185983830834792 0.001074450720424113 0.0010444039828499943 0.0011861905134857844 0.00122327345120432 0.0010662234043883325 0.0015294102470217999 0.0012240976416386653 0.0014155289569721665 0.0018060209038208153 0.0011266115902492926 0.001514862627459479 0.0010789823237686838 0.001653001736019454 0.0011771785399438128 0.0010425938820741712 0.001716225177666785 0.0015172001366288157 0.0013627114381959968 0.0010634610521833565 0.0011662994193866192 0.0012129070874706835 0.0011349505976170366 0.00139422896003083 0.0015403955089823285 0.001088862688284553 0.0011176484988475559 0.0010050238365835176 0.0011096106128611893
leaf_count=181 85 71 208 253 579 61 182 46 287 89 552 69 23 19 199 101 110 78 41 174 25 55 80 43 47 22 94 88 25 23
internal_value=0 2.56906e-05 5.51496e-05 1.96683e-05 5.36074e-05 1.91293e-05 5.45668e-05 2.09799e-05 5.04079e-05 8.81065e-05 4.86434e-05 9.43022e-05 0.000605662 3.60485e-05 9.02089e-05 -0.000557063 0.000185233 0.000280401 -0.000108378 0.000417666 0.000342187 0.000508842 0.000428878 0.00052841 0.000629282 0.000497606 0.000255166 -7.01736e-06 -0.000372258 0.000310637
internal_weight=0 0.0378167 0.036711 0.0356365 0.0345921 0.0334735 0.0322873 0.031064 0.0299978 0.0284684 0.0270529 0.0258288 0.00264147 0.0231873 0.0221083 0.00283018 0.0192781 0.0164671 0.00429689 0.0121702 0.00258066 0.0108075 0.0096412 0.00842829 0.0073857 0.00599147 0.00445107 0.00331612 0.00281104 0.00219847
internal_count=3910 3729 3644 3436 3183 3112 2533 2472 2290 2244 2155 1868 92 1776 1757 300 1457 880 144 736 66 562 507 427 317 270 248 205 577 117
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=1429 4 481 403 146 147 31 14 2 123 159 15 1 159 403 13 132 2 13 2 2 2 15 43 4 151 34 49 2 43
split_gain=0.000729062 0.000903229 0.000771557 0.000701688 0.000681091 0.000887714 0.000637277 0.000511691 0.000470854 0.000699015 0.00067114 0.000623349 0.000641419 0.000497634 0.000707712 0.000485809 0.000786649 0.000715006 0.000724447 0.000453391 0.00049386 0.000496813 0.000492428 0.000433946 0.000581272 0.000402345 0.000399909 0.000471041 0.000396722 0.000384313
threshold=-1.0000000180025095e-35 0.50657000000000008 1.0000000180025095e-35 0.10020000000000001 0.10949000000000002 0.10744000000000002 -1.0000000180025095e-35 0.077685000000000018 0.097940000000000013 0.087855000000000016 0.09141500000000001 -0.095799999999999982 0.11561500000000001 0.073745000000000019 -1.0000000180025095e-35 -0.089899999999999994 0.084305000000000005 0.10393500000000001 -0.48634999999999995 0.10274500000000002 0.11230000000000001 0.11578500000000001 -0.013439999999999999 -0.4342399999999999 -0.34687499999999999 -0.051109999999999996 -1.0000000180025095e-35 -0.085974999999999982 0.11934000000000002 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 15 11 12 25 14 -13 17 19 -10 -19 -17 22 -22 -21 -16 -25 -8 -26 -28 -20 -29
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 13 -14 -15 23 16 -18 18 28 20 21 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.0011655572225139541 0.00062495729610934211 0.00085540780934538669 -0.0013729911921913675 -0.001201267619062674 -0.0012752945418795041 0.0011090165837790238 -0.00026371129419465889 -0.0011916088609743223 0.0010947930063905079 0.0010178759617657923 -0.0011457226891142852 -0.0012544775195209405 0.00028235801951064258 0.00067946256201913775 0.0007247095107756037 -0.001086457248412383 0.00077703192798803599 -0.00096955236376807007 0.00083349500336680257 0.00090638102035141331 -0.0013363856971468052 -0.00027887348716205138 -0.00031042140016066233 -0.0010949133052033568 -0.00085525235492061051 -0.0011222678081248831 -0.00062362994066383459 -0.00019423823285571098 -0.00029654923896816682 0.00037478418080165421
leaf_weight=0.0015778671238739763 0.0017073128095930193 0.0014356554640198018 0.0011254882407198954 0.0013409840273690401 0.0010709267298807381 0.0010037990774982566 0.0014799029322385415 0.0010192339846928347 0.0013634245707123674 0.0011329567285009992 0.0017452822335692888 0.0011064069880331604 0.0011435157747579083 0.0013273722099640386 0.001073203006407117 0.0015910801411034327 0.0011653545649821231 0.0011520958668853609 0.0013828345164421663 0.0010847238252984504 0.0011357545348589237 0.0031861464895568403 0.0014849747961100945 0.0011983666259283076 0.0011717401351631932 0.003374683605733452 0.001949817851535589 0.0040470451370635558 0.0010155347514082536 0.0050020352493427341
leaf_count=181 66 210 97 262 9 27 71 110 15 87 182 674 27 64 25 87 81 21 73 108 52 197 73 39 44 163 78 386 55 346
internal_value=0 -0.000217459 -0.00024983 -0.000222619 -0.00019353 -0.000167228 -0.000196992 -0.000230944 -0.000206656 -2.08327e-05 -0.000325118 -0.000262507 -0.000642651 -0.000127395 -0.000196276 -0.000101647 -0.000280602 0.000249717 -7.48036e-05 -0.0004259 -0.000273396 -0.000556778 0.000203216 -0.000115208 -0.000182632 -0.00086054 -9.28058e-05 -1.15804e-05 0.000355004 0.000120299
internal_weight=0 0.0490177 0.047582 0.0464565 0.0451155 0.0440446 0.0430408 0.0413335 0.0403143 0.0156949 0.0246194 0.0228741 0.0059981 0.016876 0.0155486 0.0145619 0.00964803 0.00491389 0.00355047 0.00848268 0.0068916 0.0043219 0.0025697 0.0144422 0.013369 0.00485459 0.0121706 0.0109989 0.00239837 0.00904908
internal_count=3910 3729 3519 3422 3160 3151 3124 3058 2948 849 2099 1917 261 1656 1592 762 598 164 149 517 430 249 181 918 893 234 854 810 128 732
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=16
num_cat=0
split_feature=4 11 132 13 151 160 4 39 0 52 4 2 3 0 15
split_gain=0.000104352 0.000174761 0.000120856 0.000151936 0.000170749 0.000214969 0.000134849 0.00026583 0.000199345 0.000223378 0.000195972 0.000101953 0.000176468 0.000101448 9.9214e-05
threshold=0.27020000000000005 1.0000000180025095e-35 0.080815000000000012 -0.094679999999999986 -0.056409999999999995 -0.082234999999999989 0.10910000000000002 0.005105000000000001 -0.053834999999999994 0.016565000000000003 0.0057500000000000008 -0.13811499999999996 0.11265500000000002 -0.10303999999999998 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 13 -6 7 8 9 10 -7 -2 -13 -5 -1
right_child=11 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00029741704743303684 -0.00047013368814931712 -0.0018701888203766512 0.0011834126329226026 0.0017187074142563491 -0.0024409273372052844 -0.0017728316289925461 -0.001673279203003801 0.00166924485410334 -0.0017073579409584859 0.0016196286998901525 0.0004297687120537542 0.0021774281969396542 -1.0346295721315932e-05 -0.00012998057805166388 0.0013282850301805842
leaf_weight=0.0011624183754352924 0.0011654713033495412 0.0010802636093943932 0.0013872586949615342 0.0010215855898203507 0.0011179787395782523 0.0014895968870225762 0.0013556110095269691 0.0012496456697224101 0.0019384170861230267 0.0011648121571904146 0.0016106044973012712 0.0013933689454406198 0.0014324920250561313 0.0012826977013467031 0.00188608017263536
leaf_count=148 68 231 271 68 436 651 78 110 176 632 163 267 137 353 121
internal_value=0 -0.000164133 -5.35542e-05 -0.000165861 -0.000383764 -0.00063293 -0.000403463 -0.000172501 -0.00054351 -1.45495e-05 -0.000628545 0.000619145 0.0010684 0.00068962 0.000708391
internal_weight=0 0.017747 0.0166667 0.0152794 0.0122309 0.00992667 0.00880869 0.00745308 0.00620343 0.00426501 0.0031002 0.00399133 0.00282586 0.00230428 0.0030485
internal_count=3910 3438 3207 2936 2667 2246 1810 1732 1622 1446 814 472 404 421 269
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=28
num_cat=0
split_feature=31 52 1213 4 14 13 3 52 0 4 457 457 160 42 15 2 2 4 3 49 42 457 43 52 12 0 4
split_gain=0.000535731 0.000457743 0.000383695 0.00033197 0.000316294 0.000365821 0.000371882 0.000580588 0.000499223 0.00049017 0.000323837 0.000765075 0.000374545 0.00039116 0.000747991 0.000436638 0.00101775 0.000350851 0.000715185 0.00070824 0.000336036 0.000286471 0.000238232 0.000197794 0.000288722 0.000172969 0.000167203
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.50657000000000008 -0.13131999999999996 -0.45122499999999993 -0.15464999999999998 0.10701500000000001 0.20277000000000003 -0.49837999999999999 -0.14941999999999997 -0.0034949999999999994 -0.217635 0.088345000000000021 0.084565000000000015 0.11260500000000001 0.10184000000000001 -0.029114999999999999 0.0066850000000000008 -0.029304999999999998 0.10269500000000001 0.085130000000000025 -0.054854999999999994 -0.087604999999999988 0.09258000000000001 -0.035699999999999989 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 25 7 8 -7 -8 -11 -12 -13 14 15 16 17 26 19 -19 23 -20 -21 -15 -25 -6 -14
right_child=1 2 3 -5 5 6 9 -9 -10 10 11 12 13 20 -16 -17 -18 18 21 22 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00075503683590281815 -0.000870099567377216 -0.00073682341874015329 -0.00055685043559981957 0.00062188690320820776 0.00091153150166334795 0.00056657531028457065 -0.00095780299990721627 0.0010980933899034993 -0.00063182598371335137 0.00070783907195995832 -0.00097159719256637933 -0.00074096185567995186 0.00010385624356327051 0.0010771645382405199 -0.00085185771799823739 -0.00054126170071063179 0.0011243526561710933 0.00019947113468977098 0.00054452435732631622 -0.0004913890594520783 -0.00018892059685821677 -0.00022117948228404517 -0.0013395473782451348 0.00085448546077880887 -0.00012796244003786914 0.00014791193521080046 0.00076291086337099048
leaf_weight=0.001600692883437115 0.0011661952243049991 0.0012811344190916665 0.0018446501843882848 0.0015508321428345786 0.0011400809670290002 0.0013129263842523919 0.0011058715883831482 0.0013032430514963167 0.0012101193560738466 0.0010014977908845415 0.001601646097194597 0.0011934812251612739 0.0016179944301955018 0.0011010953085537345 0.0019246507454572228 0.0019929676466450283 0.0016404828435567795 0.0013900080364561695 0.0023254539300410215 0.0010019918550029381 0.0013342880469382479 0.0014291000522916875 0.0014950887234706726 0.0011143503990042039 0.0010548524071967158 0.0010164589890990774 0.0012255784485608505
leaf_count=113 353 584 76 168 46 92 76 23 14 45 210 252 93 29 389 129 104 93 30 231 247 32 153 146 133 14 35
internal_value=0 -4.01183e-05 -1.33874e-05 1.31472e-05 -1.51366e-05 1.65529e-05 -2.27255e-05 0.0003686 -8.20959e-06 -8.13282e-05 -4.16765e-05 -7.36962e-05 -7.85236e-06 3.45225e-05 -6.47237e-05 4.25781e-05 0.000138537 -1.57001e-05 -0.000165889 -0.000570567 0.000380317 0.000253074 -0.000999211 0.000612567 0.000376735 0.000551609 0.000387908
internal_weight=0 0.037376 0.0362098 0.0349287 0.0333779 0.0315332 0.0293767 0.00382629 0.00252305 0.0255504 0.0244445 0.023443 0.0218414 0.0206479 0.0160433 0.0141187 0.0121257 0.0104852 0.00764164 0.00388709 0.00460459 0.00375455 0.00249708 0.0032703 0.0021692 0.00215654 0.00284357
internal_count=3910 3797 3444 2860 2692 2616 2556 129 106 2427 2351 2306 2096 1844 1289 900 771 667 539 477 555 62 384 308 279 60 128
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=453 31 1429 4 2 123 16 11 159 133 13 0 132 2 2 2 123 41 8 51 3 52 52 4 0 2 160 52 0 15
split_gain=0.000747879 0.0008152 0.000724606 0.000996177 0.000648269 0.000791639 0.000761245 0.000707879 0.000669335 0.000655542 0.000778559 0.000872168 0.000678629 0.000710659 0.000672543 0.000876619 0.000485623 0.000587412 0.000723972 0.000614466 0.000479589 0.000473476 0.000688994 0.000567123 0.000750577 0.000681401 0.000632127 0.000374678 0.000346526 0.000323081
threshold=0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.097940000000000013 0.084000000000000005 -0.54165499999999989 1.0000000180025095e-35 0.09141500000000001 0.10681500000000001 -0.091849999999999987 -0.13506999999999997 0.084925000000000014 0.10946500000000002 0.11230000000000001 0.11635500000000001 0.088305000000000008 0.080510000000000012 1.0000000180025095e-35 -0.09021499999999999 0.12991000000000003 -0.089799999999999977 -0.080899999999999986 -0.078094999999999984 -0.10575999999999998 0.083185000000000023 0.088785000000000017 0.09227500000000001 -0.069794999999999982 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 -6 9 16 10 11 -8 13 -12 -15 -16 17 18 19 29 -17 -21 -23 27 25 -25 -27 -24 -26 -4
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 12 -13 -14 14 15 20 -18 -19 -20 21 -22 22 23 24 28 26 -28 -29 -30 -31
leaf_value=0.0010951173954977639 -0.0013842271552759959 -0.0012541007305843866 3.5888815731337215e-06 0.0014256609865710035 0.0013878122029634889 0.0011684597006434729 -0.00051911444158142116 -0.001146700264089566 -0.0012467835955446728 -0.001041423987256269 -0.0010107988288927494 0.0012103407652169159 0.0010915751357385751 0.0010745934135638112 -0.0015408074870365955 0.00066735432985141061 -0.001105249881836152 -0.0011561674289978338 0.0013015065447829085 -0.0012286821835383256 -0.00053989671187791902 0.00070263141025286337 0.00056327103831564759 0.00063446712349008523 -0.0013964017536136921 -0.0014160261526985386 0.00019818297703740734 -0.00057812985276115686 -0.00046084510386392721 0.0010084445360495069
leaf_weight=0.0017165069595965745 0.0010213988209244454 0.0012257360031051592 0.0015617308891987536 0.0012321775205532673 0.0010656347116650968 0.0018964239596068735 0.0010048698979190362 0.0013151521840741856 0.0015264730600045287 0.0012212788660599392 0.0022078861096805937 0.0030276089564082983 0.0011417050227962031 0.0013119237540584194 0.0010258353872307779 0.0019914924561739156 0.0012878032728247382 0.0012533623306385513 0.0010165444751777377 0.001129031522419049 0.0014871903173343526 0.0021092539905134223 0.0026236673018938872 0.0020223923729076818 0.0024413386433241799 0.0012729199579513129 0.001238293991093542 0.0010387013472901718 0.0017648871227038728 0.0017617732066659278
leaf_count=112 36 179 75 165 48 114 43 80 207 116 163 82 49 30 54 136 25 82 45 195 33 61 651 33 746 60 33 145 52 60
internal_value=0 7.07868e-06 -3.42377e-05 -2.37653e-07 -4.13408e-05 0.000183315 7.21131e-05 -1.69914e-05 -0.000216006 8.60433e-05 0.00019037 0.000779371 -6.87539e-05 -0.000233846 6.10806e-05 -0.000234101 -0.000146142 -8.7974e-05 -2.09671e-05 -9.18569e-05 0.000151236 -0.000225327 -0.000147263 -0.000291806 -0.000514468 -6.04238e-05 -0.00062005 0.000239553 -0.00100385 0.000536258
internal_weight=0 0.0469196 0.0452031 0.0439774 0.0427452 0.018697 0.0168006 0.0157349 0.0240482 0.0144198 0.0131985 0.00403248 0.00916603 0.00802433 0.00581644 0.00450452 0.0225217 0.0212339 0.0199805 0.018964 0.00347868 0.0156405 0.0145115 0.0124022 0.00873983 0.00453361 0.00251121 0.00366237 0.00420623 0.0033235
internal_count=3910 3874 3762 3583 3418 948 834 786 2470 706 590 125 465 416 253 223 2263 2238 2156 2111 169 1976 1781 1720 924 126 93 796 798 135
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=29
num_cat=0
split_feature=31 52 1213 151 1 133 133 49 3 52 47 3 49 43 4 2 42 4 52 13 1 3 52 0 4 13 0 42
split_gain=0.000529301 0.000490452 0.000485656 0.000489533 0.000510742 0.000484522 0.000568446 0.000472988 0.000401462 0.000469013 0.000652008 0.000440738 0.000583737 0.000461103 0.000462333 0.000524027 0.000397738 0.000321876 0.000412068 0.000598229 0.000643797 0.000428888 0.000382411 0.000290513 0.000289139 0.000261024 0.000236355 0.000150632
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.40391999999999995 0.10386500000000001 0.10681500000000001 0.092550000000000007 0.13906000000000002 -0.15464999999999998 0.11401500000000002 1.0000000180025095e-35 0.090325000000000003 -0.065249999999999989 -0.077544999999999989 -0.0025899999999999994 0.087995000000000004 -1.0000000180025095e-35 0.50657000000000008 0.098910000000000012 -0.057284999999999996 0.11215000000000001 0.10856000000000002 -0.044539999999999989 -0.06340999999999998 0.25367000000000006 0.23436000000000004 -0.070894999999999986 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 27 10 11 13 -13 16 15 -15 -10 18 19 22 -21 25 -6 -20 -24 -22 -18 -5
right_child=1 2 3 4 7 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 26 -19 23 20 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.00075900451596617536 -0.00092834178351865085 -0.00082668699280839906 -0.00088673696357373215 7.4323519064975572e-05 0.0012917429357637963 -0.0010210100734555599 0.00072232300590693323 0.0010462140401032885 -0.00058534806659631751 -0.000892871011379054 -0.00095312043365517374 -0.00037986374924749633 0.00087752194880999891 -0.00089557699672188908 -0.0010891551289420823 0.00030560150507193964 6.3616181867541408e-05 0.0007937204167700791 -0.0009802574847479306 0.00056849573039700657 -0.00046267180008898004 -0.0011268680877443494 -0.00022201368699466262 4.5621721628075691e-05 0.00071809917049450527 0.00035807508529900003 0.00081007940166501137 0.00077836801058058598
leaf_weight=0.0015199624154731408 0.0012068558324924697 0.001418799340032805 0.0011551244138860986 0.0012648504042567154 0.0011334444259585297 0.0010634336124082369 0.0015706325845723504 0.0011968517631544282 0.0010760950543208248 0.0017345469220924068 0.0016132548908701092 0.0010821516818850796 0.0019495187983427096 0.0011217235567201021 0.001567768367959143 0.0017563217956804156 0.0019081749954257266 0.0012977318026021764 0.0010687343880988465 0.0019824988590624289 0.0017389447749351916 0.0010803225255244797 0.0010437416526798441 0.0010137831091157077 0.001506660222378553 0.001259136199696087 0.0013759491629770082 0.0010467564812408625
leaf_count=113 353 584 70 48 77 401 93 43 99 302 156 30 62 260 154 142 299 155 62 100 46 27 36 27 79 26 30 36
internal_value=0 -6.70849e-05 -3.90131e-05 -7.62845e-06 2.18459e-05 -0.000119141 -6.88426e-05 0.000220021 -0.000139862 -0.000220997 -0.000134356 -2.27742e-05 0.000428699 -0.000178204 -0.000489314 -0.00016256 0.000139013 0.000144681 7.34664e-05 0.000191928 -7.32621e-05 -0.000385218 0.000628236 -0.000480853 0.000333362 -0.000117974 0.000376362 0.000393133
internal_weight=0 0.0382338 0.037027 0.0356082 0.034453 0.0201312 0.0190677 0.0143218 0.0174971 0.0151855 0.013451 0.0118377 0.00303167 0.00880603 0.00444581 0.00287805 0.00436022 0.013125 0.0118273 0.00974475 0.0060609 0.0040784 0.00368385 0.00208252 0.0025504 0.00299808 0.00328412 0.00231161
internal_count=3910 3797 3444 2860 2790 2112 1711 678 1618 1534 1232 1076 92 984 556 402 428 635 480 391 199 99 192 89 115 72 329 84
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=453 31 4 11 403 1456 15 2 51 39 42 43 156 42 15 1 12 14 15 48 1 15 16 16 0 3 4 1 4 4
split_gain=0.00081925 0.000779985 0.000820847 0.000821066 0.000589995 0.00063222 0.000678877 0.000834173 0.000479935 0.000897719 0.000483572 0.000686029 0.000536272 0.000462088 0.00078799 0.0004281 0.000886837 0.000515902 0.000962845 0.000483648 0.000558621 0.000500582 0.000370982 0.000607266 0.000562077 0.000561401 0.000535691 0.000997203 0.000358388 0.000854552
threshold=0.096095000000000014 -1.0000000180025095e-35 0.24280000000000004 0.080455000000000013 0.10020000000000001 -1.0000000180025095e-35 -0.098459999999999978 0.094825000000000007 -0.40274499999999996 0.13419 -0.09602999999999999 -0.18906999999999999 0.091280000000000014 0.085545000000000024 -0.063364999999999991 0.13662500000000002 0.12466000000000001 -0.46879999999999994 -0.22917999999999997 -0.064549999999999982 0.11368000000000002 -0.14487999999999998 0.15100500000000003 1.0000000180025095e-35 0.14676000000000003 0.13772500000000001 -0.084009999999999987 1.0000000180025095e-35 -0.0025899999999999994 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -8 10 -10 -12 13 22 -15 16 17 -4 -19 -20 21 -21 23 25 -24 26 -13 -28 -29 -30
right_child=-2 2 15 -5 -6 6 8 -9 9 -11 11 12 -14 14 -16 -17 -18 18 19 20 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.00085121196246798708 -0.0011930013789190866 -0.00086100643639240105 -0.00050808517999717366 -0.0011949715069917563 -0.0010913543743151326 -0.0013239163492149864 -0.00071536528937507428 0.00011652696444155054 -0.00066518739629561679 0.0013463151409559009 0.00082121490316201058 0.00060967348697207717 -0.00071192292136830948 0.0003534461741751804 -0.0010131698837125042 0.0010995528559707604 -0.00097229389671369662 0.0012873381007053801 0.00091623071767556869 0.0003048609815959844 0.00075146843026367217 -0.00086038455142823614 -0.00069004114843431103 0.00093141937310785739 0.00050798461906134988 0.0009071828570740378 -0.00097693659496981894 0.00066567489582963215 -0.00097901088536356154 0.00046690694478737605
leaf_weight=0.0018949816698610169 0.0010565459108988753 0.0016799046053141966 0.0010856503602028073 0.0012695176473305194 0.0010342654601935277 0.0015080161796398031 0.0013846073415004758 0.0014086141189073587 0.0016129967833537475 0.0010028974675719829 0.0021474157897429782 0.0021107675087028632 0.0016595915679924458 0.001405715777786698 0.0016751675014871062 0.0010896773032031968 0.0010256364198539822 0.0019706144839499746 0.0012251009699681976 0.0011377676199728643 0.001110912272480391 0.0016171368611370626 0.0018954145019112198 0.0021656940997458749 0.0011338252921291314 0.0015060387676619777 0.0019555824072765649 0.0016756785019964582 0.0012281010858998798 0.0018648449331877259
leaf_count=112 36 357 38 172 257 156 93 83 175 19 58 183 192 155 567 123 11 99 63 30 27 81 73 83 15 50 362 144 59 37
internal_value=0 5.88259e-06 -3.08687e-05 -0.000133368 -9.13244e-05 -5.79824e-05 -1.20056e-05 -0.000628241 5.60124e-05 9.86668e-05 4.66107e-05 9.78119e-05 2.11985e-05 8.65523e-05 -0.000389623 0.000301971 0.000207223 0.00035571 0.000488511 0.000179298 -5.42403e-05 -0.000379142 0.000180981 0.000283341 -0.000241628 0.000147615 1.81371e-05 -0.00016755 0.000164375 -0.000107217
internal_weight=0 0.0454821 0.0435872 0.0333247 0.0320551 0.0310209 0.029341 0.00291663 0.0264243 0.0250397 0.0240368 0.0224238 0.0202764 0.0186168 0.00308088 0.0102625 0.00917282 0.00814718 0.00706153 0.00509092 0.00386582 0.0027549 0.0155359 0.0125067 0.00302924 0.010341 0.00883497 0.00672421 0.00476862 0.00309295
internal_count=3910 3874 3762 3290 3118 2861 2504 239 2265 2172 2153 1978 1920 1728 722 472 349 338 300 201 138 111 1006 918 88 835 785 602 240 96
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=45 14 1429 3 31 1365 401 1374 457 484 133 133 147 43 376 1 12 0 3 41 15 15 43 160 43 15 48 2 2 0
split_gain=0.00119183 0.00131818 0.000724186 0.000629625 0.000617628 0.000618389 0.000601434 0.000499391 0.000579113 0.00100888 0.000537438 0.000563956 0.0005719 0.000545688 0.000588553 0.000941506 0.000634147 0.000672108 0.000810412 0.000959432 0.000904852 0.000715087 0.00063281 0.000576343 0.000462279 0.000578866 0.000405586 0.000404914 0.000400603 0.000483304
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.087020000000000014 -0.094679999999999986 0.090920000000000015 -0.0043499999999999988 0.10681500000000001 -0.26719999999999994 0.10058000000000002 0.12512500000000001 0.087485000000000021 0.12864500000000004 0.11655500000000001 -0.11524 -0.100615 0.080335000000000018 -0.012569999999999998 0.035895000000000003 -0.07526999999999999 -1.0000000180025095e-35 -0.079109999999999986 -1.0000000180025095e-35 0.086285000000000014 0.087995000000000004 0.11085000000000002 0.12007500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 11 -11 13 14 15 16 17 21 19 20 -19 26 23 -20 25 -25 -13 -24 29 -22
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 22 -21 28 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013733174193779098 -0.0010417250106748508 -0.0011602509554371086 0.00080165043778445408 0.00079385847862671187 -0.00070889093442536217 -0.0010305320537845007 -0.0010610932671699064 -0.00085580649348877282 0.00074415262855113756 -0.00088179007905042086 -0.00076670933071008016 0.0009286168566741736 -0.00080486006228126003 0.00088059146166047375 -0.00077360003553763267 0.00092522984388488196 -0.00085386730317912505 0.0013549079390739352 -0.00095117928212984425 -0.00082269048171444768 0.00035955646099321921 -0.00055221982936964973 -0.0013729259658311595 -0.0006524752609354163 0.00091403306281372706 0.00059565424315950917 0.00020488705479344781 -0.00038063123355219238 0.00088033497338757289 -0.00079023786845340853
leaf_weight=0.0011101926770606943 0.0012685528800677739 0.0019874522852272305 0.0016455163205035808 0.0018523160787182738 0.0017901372163180431 0.0011917991306678024 0.0010336367584012898 0.0024602169172074353 0.0020427112899668023 0.0010827736745757091 0.0014351687484929201 0.0038100759690493482 0.0011952194902278271 0.0018748927994245426 0.0013361806623475294 0.0027206807912936162 0.0013152998866843282 0.001771955101227185 0.0010197636203415072 0.0011748760191494512 0.0017513329032450139 0.0010953376266300552 0.0013711149186340955 0.0015803017520303886 0.0012102378524012636 0.0012577399216375795 0.0023655400210600419 0.0017828835413747912 0.0011014485486953163 0.0011359272049276115
leaf_count=15 180 122 97 162 61 72 273 491 112 205 416 110 24 36 33 90 30 63 253 19 47 26 424 156 30 59 66 179 18 41
internal_value=0 -6.52615e-05 -1.86348e-05 9.94891e-06 -2.33911e-05 -5.57869e-05 -2.72547e-05 -3.25152e-07 3.315e-05 -7.36366e-06 5.5153e-05 9.20663e-05 0.000126224 0.000163724 0.000115378 0.000160262 7.26088e-05 0.000126941 -3.76577e-05 0.000307975 0.000538572 0.000470076 -0.000329209 -2.87508e-05 0.000203609 -9.93395e-05 0.000651396 -0.000812004 0.00017592 -9.28041e-05
internal_weight=0 0.0486611 0.0466736 0.0454051 0.0435528 0.0419073 0.0407155 0.0396818 0.0378917 0.035849 0.0333888 0.0319536 0.0308708 0.0296756 0.0278007 0.0264645 0.0237438 0.0224285 0.0151576 0.00693554 0.00576066 0.00727095 0.00822204 0.00506804 0.00404828 0.00283804 0.00617562 0.003154 0.00398871 0.00288726
internal_count=3910 3895 3773 3593 3431 3334 3262 2989 2928 2816 2325 1909 1704 1680 1644 1611 1521 1491 1289 188 169 202 1101 498 245 215 176 603 106 88
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=146 147 156 1456 151 4 403 156 11 1374 480 403 48 148 15 51 13 456 47 47 16 52 2 40 4 0 16 12 49 13
split_gain=0.00143992 0.00148136 0.00126187 0.000950853 0.000918174 0.00119158 0.000963389 0.000966502 0.000904431 0.00093526 0.000969284 0.000981564 0.000813278 0.000800862 0.000751665 0.000797855 0.000736798 0.000700441 0.000676885 0.000698053 0.000727569 0.00081634 0.000778298 0.000613546 0.000566337 0.00124598 0.000532417 0.000529746 0.000470757 0.000552029
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.51390500000000017 0.096520000000000009 0.11896500000000002 0.088315000000000018 -0.094679999999999986 0.086640000000000009 -0.088854999999999976 0.095825000000000007 -0.083019999999999983 -0.26361999999999991 0.084305000000000019 -0.5337599999999999 0.084065000000000015 0.13206500000000002 0.10783500000000001 -0.010344999999999998 0.098910000000000012 0.097940000000000013 -0.081079999999999985 0.0051950000000000008 -0.15517999999999996 -0.25582999999999995 0.092255000000000018 -0.14917999999999998 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 -11 -6 -3 -13 16 -16 18 19 20 21 23 27 -18 25 -17 -10 -22 -25 -30
right_child=-2 13 3 4 5 -7 -8 -9 26 10 -12 14 -14 -15 15 24 17 -19 -20 -21 22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.0012937602512985717 -0.0011909148145691415 -0.00021663900816855928 -0.00088170957358246521 -0.0012048154855792469 -0.0012936818134821576 0.0012938795392034119 -0.0010658771672383939 -0.00094962692392363374 7.3331568139504727e-05 -0.00083197729780764293 -0.0010933519010781964 0.0010120728950252286 0.00016506600411933617 0.0011034740292098456 -0.00083850603759148563 -0.00072114612931920398 -0.00073651295469631315 -0.00078232951780642351 -0.00049098834691834012 0.00087769902143669542 0.00026542283945387942 -0.00094272347863006746 0.0007841366815179759 0.00087527791079717481 0.0011965170993396609 0.00074476424202253838 -0.0011205253176166958 -0.00074969584645391931 0.00020629502719702149 -0.00077154934814462972
leaf_weight=0.001331645140379977 0.0017349209692838477 0.0010361423391600511 0.0020612512180353528 0.0010154030420910223 0.0014352967550586007 0.001233143275691794 0.0013635052305116515 0.001610587215646663 0.001010026521626628 0.0015250435406075616 0.0010134247455157999 0.001934954007009714 0.0011538331364988608 0.0029843012979622321 0.0013421389409984377 0.0013160231525475297 0.0013617273346220324 0.0013160233646889443 0.0023004720060839636 0.0025966284256178076 0.0058051725901311513 0.0014982099152680553 0.0050751751549746871 0.0014330529450603544 0.0018548804324591828 0.003694941682491625 0.0016407280068140287 0.0010100727060775583 0.0069769125276886029 0.0011215354168800928
leaf_count=197 11 46 323 63 39 134 270 107 27 464 162 107 12 102 17 33 32 127 26 52 304 152 147 10 37 222 51 67 506 63
internal_value=0 4.28259e-06 -4.92211e-05 -1.94674e-05 1.36671e-05 3.71784e-05 7.02312e-06 3.62655e-05 6.90616e-05 0.000111615 0.000156902 0.000186953 -0.000643598 0.000763257 0.000225191 0.000185851 9.95938e-05 0.000140881 0.00018252 0.000240164 0.000171988 -4.73735e-05 0.000400592 7.57693e-05 0.000585829 0.000359774 -0.000665626 0.000114974 0.000191817 7.08756e-05
internal_weight=0 0.0610523 0.0570318 0.0557002 0.0536389 0.0526235 0.0513904 0.0500269 0.0484163 0.0457655 0.0431764 0.042163 0.00258913 0.00402044 0.0406379 0.038703 0.0318371 0.030495 0.029179 0.0268785 0.0242819 0.0123914 0.0118904 0.0108932 0.00686585 0.00501096 0.00265075 0.00681525 0.0095315 0.00809845
internal_count=3910 3899 3751 3554 3231 3168 3034 2764 2657 2579 2528 2366 51 148 1902 1795 1503 1486 1359 1333 1281 763 518 611 292 255 78 371 579 569
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=151 4 480 31 50 1348 11 1456 457 457 403 48 403 457 15 39 375 2 16 0 0 43 48 2 8 16 2 2 52 48
split_gain=0.00126748 0.00135117 0.00109893 0.00108882 0.00107093 0.00096812 0.00142702 0.000835158 0.00088686 0.00144574 0.000913451 0.000863107 0.000867271 0.000811957 0.000688089 0.000865493 0.00137 0.000800421 0.000934271 0.000766483 0.0018946 0.000869446 0.000690936 0.000678522 0.000997228 0.000675951 0.000608376 0.00105351 0.000518213 0.00048578
threshold=-0.52174999999999983 0.28937500000000005 0.08456000000000001 -1.0000000180025095e-35 0.11901000000000002 0.084895000000000012 0.079700000000000007 -1.0000000180025095e-35 -0.21845999999999996 -0.0034949999999999994 0.096520000000000009 -0.074859999999999996 -0.088854999999999976 0.51789000000000007 -0.23033499999999998 0.16168500000000002 -1.0000000180025095e-35 0.10910500000000002 -0.16268499999999997 -0.10575999999999998 -0.089879999999999974 -0.074254999999999988 0.081315000000000012 -0.13811499999999996 0.088630000000000014 0.22945500000000005 0.084685000000000024 0.10113500000000002 -0.080899999999999986 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 6 7 -5 -9 -10 11 -11 -13 14 -14 16 -16 19 -19 29 -21 22 -22 24 -3 26 -23 -28 -20 -18
right_child=1 4 -4 5 -6 -7 -8 8 9 10 -12 12 13 -15 15 -17 17 18 28 20 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012360756080398358 0.00080685865617803956 -0.0004102525669340796 -0.0012937511768382477 -0.00089425560310163737 -0.00082303033612093597 0.00106723460737735 -0.0012348158242810627 0.0010222568491908429 -0.0011923836347774086 -0.00096219257545280071 -0.0010591316285285097 -0.00097739346731930219 -0.00083081290194293061 -0.0010359381904052828 -0.001275656108023432 0.001294234081829204 0.00051966294939305858 -0.00050866868537245236 0.00015118506584145736 -0.001293803799693672 0.0001204763490951159 -0.00078991758270373412 0.00095982491195516619 0.00085627147874761634 0.0011092361884790145 -0.00095860964060992895 0.00067316957785330432 -0.0007667118199906625 0.0010293107770534857 -0.00028480979897084322
leaf_weight=0.0014139556842103209 0.0023671890377983109 0.0021068098687635492 0.0012174559196369552 0.0019948124405495529 0.0010049275115306964 0.0011790989845366076 0.0018458985894795879 0.0012807490703075066 0.0018395439587610687 0.0014590361177511104 0.0013707577212724855 0.0013250373576050292 0.0012318642136572846 0.0010467431388860851 0.0011429900357597935 0.0010777902526228891 0.0071644473817791127 0.0011285121948318988 0.001564938405651084 0.0019489566198001981 0.0065150771835964481 0.0013582377497205781 0.0021941464049994863 0.0056433000484492615 0.001100412437100573 0.0018172745357896147 0.0026714018908284842 0.0012475903808351063 0.0039983809175829768 0.0015233354082511141
leaf_count=65 58 29 258 350 18 50 167 34 182 59 253 452 32 16 15 18 140 31 88 184 266 246 58 325 37 87 228 23 117 24
internal_value=0 2.35252e-06 -7.87186e-05 -5.04314e-05 0.000442537 -9.10784e-05 -0.000119095 -7.51843e-05 -3.88002e-05 -6.99501e-05 -2.05379e-05 1.46875e-05 5.12744e-05 8.74945e-05 0.000119637 0.000152755 0.000116861 0.0001649 0.000564589 6.37428e-05 -9.03439e-05 5.80699e-05 0.000331936 0.000586235 0.000111091 -0.000278129 -4.37979e-05 0.000214791 0.000782298 0.000378605
internal_weight=0 0.0633667 0.0535113 0.0522938 0.00985545 0.0499266 0.0487475 0.0469016 0.0449068 0.0436261 0.0417865 0.0404158 0.0389567 0.0376317 0.0365849 0.0353531 0.0342753 0.0331323 0.00669183 0.0264405 0.0177527 0.0158037 0.00870922 0.00885052 0.00320722 0.0070945 0.00527723 0.00391899 0.00556332 0.00868778
internal_count=3910 3845 3436 3178 409 3120 3070 2903 2553 2519 2337 2084 2025 1573 1557 1525 1507 1492 236 1256 1092 908 324 391 66 584 497 251 205 164
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=19
num_cat=0
split_feature=8 11 2 150 0 13 2 16 3 16 123 39 4 12 3 0 2 2
split_gain=0.000175462 0.000149478 0.000166061 0.000223474 0.0001646 0.000233633 0.000245373 0.000350999 0.000180033 0.000158536 0.00022957 0.000210382 0.000174642 0.000229145 0.000103956 0.000245495 0.000149006 0.000124748
threshold=1.0000000180025095e-35 0.081005000000000008 0.097940000000000013 0.081245000000000026 -0.11756999999999999 -0.091849999999999987 0.12330500000000001 0.11346000000000002 0.12566000000000002 -0.41862999999999995 0.084845000000000018 0.005105000000000001 0.074650000000000008 0.092365000000000017 -0.08348499999999999 -0.10131499999999999 0.086130000000000012 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 -6 7 -7 -4 -1 11 12 13 14 17 16 -16 -11
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0018718244545188475 0.001714351349371159 -0.0016642257643156261 0.00037804846501236815 0.0018239021764586026 0.0017591695961349703 -0.0028161007300218266 0.0014104842409983058 0.00069747307175010249 -0.0018672900620852785 -0.00042631877866993465 -0.0020640966169415435 0.0016329563378982956 0.0011370394053904932 -0.0021942115058650111 0.0012499448747549655 -0.0022501485784925312 -0.00076224747533999292 0.0016319492503821132
leaf_weight=0.0011489673398057372 0.0010233013812499516 0.0010746292426742068 0.0012789177110139605 0.0016759493802140923 0.0018578848422743377 0.0010292879646285891 0.0011909422886976495 0.0010655125087644102 0.0013534268991008958 0.0010938097511384035 0.0010935597507732995 0.0012777027750470191 0.0014348742740447618 0.0012242335947771771 0.0012019748961408236 0.001142777893555021 0.0015534925784226328 0.0010752310431689505
leaf_count=145 92 188 115 188 103 218 192 154 79 525 70 79 51 575 54 700 77 305
internal_value=0 -0.000102032 -2.46638e-05 0.000402643 9.63198e-05 0.000542949 -0.000144749 -0.00102893 -0.000776398 -0.000354458 -0.000197362 6.69339e-06 -0.000231421 -0.000500716 -0.000159009 -0.000577994 0.0001155 0.000594
internal_weight=0 0.0227732 0.0216985 0.00945192 0.00777597 0.00514363 0.00328574 0.0020948 0.00263234 0.0122466 0.0110977 0.0100041 0.00872639 0.00729152 0.00606729 0.00389825 0.00275547 0.00216904
internal_count=3910 3818 3630 1049 861 667 564 372 194 2581 2436 2366 2287 2236 1661 831 131 830
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=19
num_cat=0
split_feature=453 4 11 40 12 3 2 0 16 0 49 0 13 43 0 1 13 0
split_gain=0.000159159 0.000235066 0.000234558 0.000162815 0.00023024 0.00016082 0.00026481 0.000173975 0.000244671 0.000189644 0.000210341 0.000149231 0.000226326 0.000188162 0.000143755 0.000260383 0.000124615 9.72964e-05
threshold=1.0000000180025095e-35 0.24280000000000004 1.0000000180025095e-35 -0.083709999999999993 0.098845000000000016 -0.097604999999999983 0.10488500000000002 -0.10131499999999999 -0.011964999999999998 -0.15517999999999996 -0.047309999999999998 -0.017269999999999997 -0.070604999999999987 -0.079109999999999986 -0.17106499999999999 0.11235500000000002 0.091035000000000019 -0.069414999999999991
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 -5 8 9 10 -7 12 13 -9 -3 -16 -17 -14
right_child=-2 14 -4 4 -6 7 -8 11 -10 -11 -12 -13 17 -15 15 16 -18 -19
leaf_value=0.0014438611530028982 -0.0015344936986355147 0.0020724019670389964 -0.0019217372875969605 -4.7977281818081741e-05 -0.0016099357855559413 0.00036201620319282807 0.0024296455714846797 -0.0012294884870070679 0.0018917825304271983 0.00096878850487779576 -0.0020616878728406092 0.00054196042676307548 -0.00091631111008496984 0.0009098045045694129 -0.00062474646157552295 0.0021347895405018145 0.0003187186191011504 -0.0025156368342248753
leaf_weight=0.0010268732321696552 0.0010035588310548507 0.0010285993016707629 0.0010835249242345793 0.0018557816270003387 0.001482811675074581 0.0010569574905332502 0.0010042852945133518 0.0012219202829657763 0.0011650736175017311 0.0013717570863004402 0.0011077947615576456 0.0012616918854582229 0.0010102631249413463 0.0012630112606926971 0.0018763915612314266 0.0012790345875552944 0.0010306882409807372 0.0013324520146649199
leaf_count=101 99 95 228 147 436 43 28 483 76 128 56 101 689 638 144 235 49 134
internal_value=0 4.75158e-05 -0.000171143 -5.37705e-05 -0.000155389 2.60801e-06 0.000822016 -0.000214571 0.000347057 -0.00016184 -0.000878295 -0.000648205 -0.000959251 -0.000142154 0.000770583 0.000450704 0.00132439 -0.00182595
internal_weight=0 0.0224589 0.0172442 0.0161607 0.0151338 0.013651 0.00286007 0.0107909 0.00470158 0.00353651 0.00216475 0.00608934 0.00482765 0.00248493 0.00521471 0.00418611 0.00230972 0.00234272
internal_count=3910 3811 3288 3060 2959 2523 175 2348 303 227 99 2045 1944 1121 523 428 284 823
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=46 14 156 151 4 51 403 403 158 150 3 160 43 13 38 124 32 1373 2 4 0 15 52 131 0 0 13 43 2 0
split_gain=0.00113754 0.000854928 0.000771143 0.000728857 0.000955035 0.000883658 0.0007429 0.000685548 0.000687043 0.000762516 0.000741954 0.000877201 0.000801267 0.000776839 0.000712959 0.000874128 0.000591851 0.000568335 0.000553478 0.000830644 0.00168711 0.00080289 0.000936723 0.000944317 0.000851273 0.00074355 0.000678883 0.00112875 0.000812672 0.000484077
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.11024000000000002 -0.088854999999999976 0.096520000000000009 0.11015500000000002 -0.18357499999999996 -0.15464999999999998 -0.217635 -0.18906999999999999 0.095355000000000009 0.10386000000000002 -0.086804999999999979 0.075380000000000016 0.099250000000000019 0.097940000000000013 -0.37626499999999991 -0.017269999999999997 -0.11739999999999999 -0.092084999999999986 0.09395000000000002 -0.069794999999999982 -0.083934999999999996 -0.26418499999999995 0.32668500000000006 0.11230000000000001 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -5 8 9 -8 12 -12 -11 -14 15 -13 -6 18 19 -17 21 -21 23 -23 25 -24 27 -20 29 -28
right_child=1 -3 3 4 5 -7 7 -9 -10 10 11 14 13 -15 -16 17 -18 -19 26 20 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011355482602897554 -0.0014283990991546332 -0.0011403372197475239 -0.0013495733916813175 -0.001245031897254719 0.00078306052956485911 -0.00074961806982218413 0.00099953764126390373 -0.0012222562833624918 -0.0013421841463222852 0.0013825244654638816 -0.0012933612025360802 0.0011171119547617107 0.00077838074474525566 -0.00070835850468540715 -0.0011717285424350629 -0.0011318601626956774 -0.00035611154188711747 -0.0012595887434158507 0.001148827333954536 -0.0011865563069450506 0.0014285255022350651 -0.0012219473431382929 -5.2846585655496086e-05 0.00037699846650537369 0.00096175596989951737 -0.0013242012889206046 0.0010655439646879679 -0.00057777305588161863 -0.00059595745711151892 -3.3733420181664646e-05
leaf_weight=0.0011746820218334611 0.0011099316570066789 0.0022860429189619494 0.0011536950510802049 0.0015558475664712015 0.0044108496627734963 0.0013376138579417329 0.0010847176511390435 0.0014098763347792911 0.0010687308461678749 0.0011424039485063986 0.0016487895720496129 0.0010186461304133579 0.0013179504358902172 0.0015724330526722952 0.0015658302363554802 0.0023352880080942237 0.0011791790383597345 0.001051088138488864 0.0023612179853813595 0.0020187682317498413 0.0011752144297006223 0.003048225592698457 0.0096215698127672805 0.001000984916544212 0.00153209557561241 0.001039927078787529 0.0011940955469498258 0.0011480016546556726 0.0042690282109578703 0.0025895712135355345
leaf_count=31 192 124 63 484 344 19 20 271 143 7 241 72 44 58 34 60 27 24 70 101 30 196 491 22 30 361 39 4 173 135
internal_value=0 -0.000283881 -0.000249509 -0.000226081 -0.000202384 0.000293223 -0.000274257 -0.000241575 -0.000210716 -0.000183067 -0.000213143 -0.000274021 0.000369824 -3.04386e-05 -0.00022856 -0.000186845 0.00054276 -0.000225475 -0.000192867 -0.000326988 -0.000230285 -0.000337037 -0.000231453 -0.00082668 -3.37913e-05 -0.000176855 5.96955e-05 0.000583989 -0.000168782 0.00031319
internal_weight=0 0.0592476 0.0569616 0.0558516 0.0546979 0.00692764 0.0477703 0.0462145 0.0448046 0.0437358 0.0426511 0.0386183 0.00403279 0.00289038 0.0369696 0.0354037 0.00559003 0.0343851 0.033334 0.0217721 0.0194368 0.0182616 0.0162428 0.00404921 0.0121936 0.0106615 0.0115619 0.00350922 0.00805269 0.00378367
internal_count=3910 3879 3755 3563 3500 390 3110 2626 2355 2212 2192 2083 109 102 1842 1808 371 1736 1712 1291 1231 1201 1100 218 882 852 421 74 347 174
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=156 146 147 453 4 403 1456 156 1374 0 48 11 4 0 403 3 31 52 0 0 376 42 43 160 133 1 2 52 0 4
split_gain=0.0012436 0.00122692 0.00191522 0.000981522 0.000994436 0.000951701 0.000969839 0.000943061 0.000884352 0.000957692 0.000888195 0.000782867 0.00105579 0.0014795 0.00120157 0.000884599 0.000623135 0.000694733 0.000803585 0.00105715 0.000740985 0.000884298 0.00085178 0.00135536 0.00109435 0.00130474 0.00122013 0.00112129 0.001048 0.000767408
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 0.096095000000000014 0.51224500000000017 0.096520000000000009 -1.0000000180025095e-35 0.11896500000000002 -0.094679999999999986 -0.23029999999999998 0.095825000000000007 0.088315000000000018 0.28937500000000005 -0.15713499999999997 -0.092224999999999988 0.31335500000000011 -1.0000000180025095e-35 -0.077699999999999977 0.048950000000000007 -0.053834999999999994 0.088655000000000025 -0.10770999999999999 -0.18906999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 0.075670000000000015 0.11110500000000002 0.12500000000000003 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 -8 12 13 -11 -15 16 -16 18 19 -18 21 -19 -23 -24 -25 26 -26 28 29 -28
right_child=1 -3 -4 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 15 -17 17 20 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0014569768141620256 -0.00094631066073606982 -0.0013191219100685374 0.00096437149675218366 -0.0012704916586752154 0.0013120984770551109 -0.0011710673032251648 -0.0014569637060852642 -0.0010661839448760136 0.00077403596252731616 -0.00098867414167665623 0.00017963203370941684 -0.00072247214272460334 0.00097279306496021495 -0.0014569339542159659 0.00087668762084364528 0.001457014126379756 0.00050529531533388217 -0.0014572797132137493 0.0013568563110535586 -0.00058426982313463977 0.00071273089206991443 0.00052332671747222037 -0.0011575321024704203 -0.00112748193794302 -0.0014570025864891519 0.0010585757008561754 0.0010612735973717254 -0.0012234952609357181 -0.00056822768328112865 -8.1313905709587338e-05
leaf_weight=0.0012947889511691893 0.0022998072287558893 0.0014992047408668432 0.0042129172787745963 0.0013690074175514147 0.0011613771535232678 0.0015626558481431898 0.0016005640005971591 0.0016499893530479417 0.0040665363599607851 0.0028381051892445363 0.0012563161715490878 0.0027134617641877403 0.0026646734843867028 0.0010241568118547475 0.0020952620205747499 0.0010559412533979176 0.0068940560395822645 0.0010628868727866605 0.0014915056881363862 0.0026040270097595899 0.0022737071681717671 0.0038555934526627268 0.002820455381291608 0.0017591682899642533 0.0012858407886220573 0.0024268748070959143 0.0032791097307178791 0.0012347027556192103 0.0022085431492087082 0.0020139805390932946
leaf_count=197 320 11 148 33 162 271 51 107 51 56 12 80 121 440 54 42 354 92 35 81 17 40 419 402 99 45 51 50 13 56
internal_value=0 -1.57018e-05 1.35594e-05 -5.04618e-05 -2.31701e-05 -4.89996e-05 -1.90142e-05 1.89491e-05 5.17861e-05 9.54149e-05 -0.000737269 3.74418e-05 8.33777e-05 2.72483e-05 0.000100455 0.000142033 0.000104812 5.88805e-05 0.000362692 0.000206576 -7.89661e-05 -0.000160985 -9.50115e-05 -0.000235014 -5.18864e-05 0.000100105 -0.000131989 6.3031e-05 0.000274782 0.000626528
internal_weight=0 0.0682804 0.0667812 0.0625683 0.0611993 0.0600379 0.0584753 0.0561755 0.0545255 0.0516686 0.00285688 0.0476021 0.0448886 0.0422239 0.0393858 0.0383617 0.0373057 0.0352105 0.0109896 0.00949808 0.0242209 0.0219472 0.0208843 0.0170287 0.0142082 0.0124491 0.0100222 0.00873634 0.00750163 0.00529309
internal_count=3910 3713 3702 3554 3521 3359 3088 2768 2661 2598 63 2547 2467 2346 2290 1850 1808 1754 470 435 1284 1267 1175 1135 716 314 269 170 120 107
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=46 14 1429 4 480 457 457 1213 151 447 106 9 16 11 3 133 151 38 1 13 40 42 2 13 42 1374 1 0 2 2
split_gain=0.00117404 0.00115064 0.00112446 0.00111749 0.000845803 0.00103673 0.00108092 0.000928823 0.000824679 0.0009774 0.000784622 0.00136739 0.00077746 0.000828975 0.000816924 0.000759567 0.000773311 0.000791716 0.000742666 0.00107716 0.00111165 0.000966792 0.000852545 0.000686277 0.000675878 0.000647484 0.000821926 0.000881845 0.000818041 0.000898407
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -0.52174999999999983 0.089095000000000021 0.092305000000000012 -0.016839999999999997 -0.53943499999999989 0.080455000000000013 -0.14539499999999997 -0.26719999999999994 0.092070000000000013 0.10208000000000002 0.10031000000000002 -0.094129999999999978 0.028705000000000001 -0.11145999999999999 1.0000000180025095e-35 0.10741000000000002 -0.09602999999999999 -0.094679999999999986 1.0000000180025095e-35 -0.11756999999999999 0.10393500000000001 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -10 -13 14 23 -16 17 18 22 -20 21 -21 -17 -14 -24 -26 27 -27 29 -29
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 -15 15 16 -18 -19 19 20 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=0.00091667092973302263 -0.0010042226053687405 -0.00097602376379268688 0.00073136356019962297 0.0006837397964253065 -0.0010337998475069817 -0.00087837520470610973 -0.00089022816412952102 -0.0011718305134308387 0.0011719456416030435 0.00093468757173457843 -0.0010433434378287979 0.00069500119278661046 0.00088418961142000519 -0.00075359709214828916 -0.0011718648718015952 -0.00086397980666907503 -0.0010889074992593637 -0.00097404621457198302 0.0010882754673723516 -0.0011178178804700592 0.0011720799299655394 2.8522379704971149e-05 -0.00099556155921444889 -9.5608888044906447e-05 -0.00090096708945739236 -0.0011718668358720152 0.00041478427250978001 -0.00018487476785796831 -0.00075291639968493561 0.00063364598182935714
leaf_weight=0.001225031849713786 0.0023452980270073356 0.0027996751749657092 0.0016537406716388139 0.0020009266822418317 0.0016498969163030166 0.0031346742625943938 0.0023457892837448471 0.0010325193039619754 0.0011066491881965837 0.0011912036971644105 0.0012841681022166531 0.0014583887031136408 0.0018997281776478156 0.0031503814599886928 0.0010388465921419279 0.0024862451710259406 0.0011774188365549767 0.0014376882718600817 0.0014625222796329504 0.0011483802900329474 0.0010295138587821393 0.0083873528705034062 0.001165325503607483 0.0020304997378488565 0.0012049960532749529 0.0011063510991178105 0.0044805399986103103 0.0054602281377638326 0.0019497196330604547 0.0027775704155876824
leaf_count=31 180 124 41 202 228 235 564 59 49 80 10 39 33 100 177 309 46 38 69 8 14 232 129 25 26 35 88 540 130 69
internal_value=0 -0.000241104 -0.000208234 -0.00017725 -0.000206825 -0.000182719 -0.00021023 -0.000169807 -0.000135643 -0.000113553 -0.000139984 -0.000114743 -0.00014649 -0.000174771 -0.000129458 -0.000184381 -0.000155299 -0.000123059 -8.55976e-05 0.000145816 1.53541e-05 -0.00010953 -0.000220511 0.00037799 -0.000132341 -7.30967e-05 -9.85626e-06 -0.000178321 -7.04232e-05 9.1109e-05
internal_weight=0 0.0653962 0.0625966 0.0602513 0.0582503 0.0566004 0.0549467 0.051812 0.0494662 0.0484337 0.0472425 0.0459583 0.0448517 0.0433933 0.0402429 0.0363127 0.0352739 0.0340964 0.0326587 0.0120278 0.0105652 0.00953573 0.020631 0.00393023 0.0181447 0.0169794 0.0157744 0.0112939 0.0101875 0.0082378
internal_count=3910 3879 3755 3575 3373 3145 3104 2869 2305 2246 2166 2156 2107 2068 1968 1910 1733 1687 1649 323 254 240 1326 58 1017 888 862 774 739 609
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=19
num_cat=0
split_feature=8 14 38 124 484 42 3 156 160 160 42 2 1 2 51 16 3 15
split_gain=0.000153944 0.000132616 0.000137381 0.000280862 0.000213702 0.000180776 0.000242096 0.000204237 0.00019439 0.000243009 0.000321151 0.000184217 0.000230012 0.00022727 0.000175313 0.000163543 0.000158604 4.87876e-05
threshold=1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.11315500000000002 -0.15464999999999998 0.091280000000000014 0.090735000000000024 -0.092169999999999988 -1.0000000180025095e-35 0.10393500000000001 0.10420500000000001 0.097940000000000013 -0.0084849999999999978 -0.11180499999999999 -0.083144999999999983 -0.094924999999999995
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 -6 8 9 -8 -11 13 -13 14 -12 -16 -17 -18
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 11 12 -14 -15 15 16 17 -19
leaf_value=0.0016215925005193829 0.0016137880911025271 -0.0016609996721790629 -0.0016047673778364039 -0.0018257261475267132 0.0016421752963084065 -0.0018369442150489462 -0.001524534547678975 -0.0020016625838726269 -0.0014739328604548134 -0.0014395356887037119 0.0023882292599632219 -0.0014445025652961348 0.00098856129097386306 0.0030830322534073696 0.0018964232262580097 0.001375663931547588 -0.00014921212024675444 -0.0014801196132124496
leaf_weight=0.0019924069197424501 0.0010586589462304721 0.0010715061976586662 0.0010822334903695099 0.001389464993217098 0.001815537470296385 0.0010159842261265864 0.0013864695349458675 0.0010307950626322884 0.001477856737823858 0.0015338930036459123 0.001126616693171381 0.0014352662741243805 0.0016820461279140053 0.001056881445974156 0.0010989382688866263 0.0010000675371364372 0.0011816035389500242 0.0010253897417211843
leaf_count=255 92 117 87 563 147 258 393 205 167 715 137 77 163 37 61 97 35 304
internal_value=0 -0.000126749 -5.31323e-05 2.58933e-05 -0.000139206 -8.05252e-06 0.000102213 -8.37335e-05 5.74295e-05 0.000238088 0.000457447 0.000760333 -0.000131665 0.00118882 0.000820308 0.000410079 -9.92348e-05 -0.000767564
internal_weight=0 0.023403 0.0223315 0.0212492 0.0192568 0.0178673 0.0168514 0.0150358 0.014005 0.0125272 0.0111407 0.00960681 0.00311731 0.0064895 0.00543262 0.004306 0.00320706 0.00220699
internal_count=3910 3818 3701 3614 3359 2796 2538 2391 2186 2019 1626 911 240 671 634 497 436 339
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=19
num_cat=0
split_feature=453 4 11 9 2 0 51 4 15 52 2 43 3 1 1 12 12 49
split_gain=0.000153218 0.000221835 0.00021784 0.000174735 0.000209993 0.000382134 0.000257069 0.000153866 0.000186045 0.000175397 0.000356218 0.000320416 0.00019515 0.000129886 0.000343752 0.000122563 0.000101069 0.00012981
threshold=1.0000000180025095e-35 0.24280000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.10910500000000002 0.076335000000000014 0.013805000000000001 -0.37626499999999991 -0.095799999999999982 0.098910000000000012 0.086875000000000022 -0.074254999999999988 -0.075679999999999983 0.11235500000000002 0.10688500000000002 0.092720000000000011 0.091555000000000011 -0.065249999999999989
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 7 6 -6 -5 -9 10 11 12 -10 14 -3 -15 17 -12
right_child=-2 13 -4 4 5 -7 -8 8 9 -11 16 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0013283105322774069 -0.0013336899966001909 0.0012672515192415092 -0.0016426116957286979 -0.0012913093236322092 -0.0013548231617701858 0.0023743140136427278 0.0007377549197170733 -0.0014702765973367469 -0.00069660678287501005 -0.0012848828716568543 0.00037920382798520134 -0.0017666773342093604 0.0013332519654897072 0.0020213215460790539 -0.001248894986623133 0.00054961251520763122 3.287844180724522e-05 0.0019639394210302138
leaf_weight=0.0010068433276351199 0.0010372376261829066 0.0013710330720666511 0.0011125865294586692 0.0018809079216361964 0.0011619981516675102 0.0010024174516480855 0.0017558204523637211 0.0012272247331786253 0.0011946115909482469 0.0011542161935547413 0.0010433761192205626 0.0015710179753202283 0.001068891056277721 0.0011429486674480183 0.0012241544426938589 0.0016426932986188802 0.0010297391801885325 0.0015018094569045209
leaf_count=60 99 136 228 125 257 31 125 280 298 437 111 670 40 260 59 68 237 389
internal_value=0 2.22098e-05 -0.000164235 -6.51425e-05 -0.000155124 0.000535967 -9.55977e-05 -0.000387242 -0.000213564 -3.34689e-05 0.000161472 -0.000569186 0.000261951 0.000635908 8.03809e-05 0.00115345 0.000945187 0.00131429
internal_weight=0 0.0230923 0.0177115 0.0165989 0.015592 0.00392024 0.00291782 0.0116718 0.00979089 0.00856366 0.00740945 0.00383452 0.0022635 0.00538083 0.00259519 0.00278564 0.00357492 0.00254519
internal_count=3910 3811 3288 3060 3000 413 382 2587 2462 2182 1745 1008 338 523 195 328 737 500
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=19
num_cat=0
split_feature=453 4 2 158 403 16 156 49 43 43 48 15 16 15 457 13 4 2
split_gain=0.000126139 0.000185362 0.000232788 0.000217201 0.000182329 0.000175441 0.000144831 0.000147912 0.000134543 0.000501017 0.00030165 0.000269077 0.000137059 0.000195664 0.000186559 0.000195463 0.00028144 0.000120193
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.085745000000000002 -1.0000000180025095e-35 -0.41163499999999992 0.085790000000000019 0.11115500000000002 -0.074254999999999988 -0.07959999999999999 0.086665000000000006 -0.017214999999999998 0.15100500000000003 -0.095799999999999982 0.088175000000000017 -0.11267999999999999 -0.078094999999999984 0.087005000000000013
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 4 -1 -4 7 8 9 10 11 -6 13 -10 15 -15 -17 -13
right_child=-2 2 5 -5 6 -7 -8 -9 12 -11 -12 17 -14 14 -16 16 -18 -19
leaf_value=-0.0017411670398150649 -0.0014563093032701068 -0.00052402125215701386 0.0026770996662654877 -0.0019586403634091966 -0.0019748674234980629 0.0003892875286620777 -0.0011656229312753963 0.0015408242621537762 -0.0012679195982432505 0.0031867919836323375 0.0020043289599819959 0.0011518330476866878 -0.0013226160278938062 0.0014859604829642933 0.0018454583492051632 0.00077599382812026095 -0.0019517346091434151 -0.00053327764902286656
leaf_weight=0.0010017195528551201 0.0010225198932556348 0.0012846376515942559 0.0012900261176674865 0.0010521134054710659 0.0013754376428623816 0.0010219106766780053 0.0014760194008308072 0.0012602706380938642 0.0015725322798488513 0.001005721066626772 0.0010400155925651688 0.0013310025168092876 0.0017111318415523602 0.0010072411580865888 0.001163820090637202 0.0012253455573513457 0.0013550586494576857 0.0015687271261447533
leaf_count=827 99 68 219 330 209 117 421 143 143 107 139 130 123 65 36 222 335 177
internal_value=0 2.45387e-05 0.000883665 -0.000136847 -3.09151e-05 0.00166585 6.93166e-05 0.00018604 6.71083e-05 0.000517296 1.21824e-05 -0.000472445 -0.000287035 -6.8306e-06 0.000410536 -5.49479e-05 -0.00065643 0.000240204
internal_weight=0 0.0227427 0.00359657 0.0191462 0.018094 0.00231194 0.0170923 0.0156163 0.014356 0.0063209 0.00531518 0.00427517 0.00803513 0.006324 0.00475147 0.00358765 0.0025804 0.00289973
internal_count=3910 3811 404 3407 3077 336 2250 1829 1686 762 655 516 924 801 658 622 557 307
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=20
num_cat=0
split_feature=124 50 15 47 158 133 43 16 16 2 13 52 4 1 48 2 16 49 1
split_gain=0.000137035 0.000154851 0.000268291 0.000244399 0.000241718 0.000249781 0.0001779 0.000232379 0.000208049 0.000248763 0.000197699 0.00016904 0.000384476 0.000279056 0.000168886 0.000242506 0.000160291 0.00013957 5.02914e-05
threshold=0.10385500000000002 0.11812000000000002 -0.24219999999999997 0.11896000000000002 0.085745000000000002 0.099765000000000006 -0.18906999999999999 0.15100500000000003 -0.00083999999999999993 0.086915000000000006 -0.074599999999999986 0.094070000000000015 -0.084009999999999987 1.0000000180025095e-35 0.085875000000000021 0.097940000000000013 0.15737500000000001 -0.066239999999999979 0.11649500000000002
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 18 4 5 6 16 8 11 -10 -9 12 -8 -14 17 -16 -4 -15 -1
right_child=-2 -3 3 -5 -6 -7 7 10 9 -11 -12 -13 13 14 15 -17 -18 -19 -20
leaf_value=0.00078300305210710118 0.0015401023941941335 -0.0018356936721191475 9.0053836273400802e-05 -0.0023537399573776759 -0.0021516671009085987 -0.0021290444759186527 0.0027427199516465118 0.00011596675354940527 -0.00013449320756977361 0.0029124661681561577 -0.0026001444993952317 -0.0015127515785023453 -0.0020844981544511248 0.0023871746392050723 -0.0019856241381187392 0.0008536444865371081 0.0025761951268934553 0.00029143998762033295 0.0021272905722971086
leaf_weight=0.0011941080489208345 0.0010866736276819991 0.0010353414805786823 0.0010164917097541483 0.0010428476307318127 0.0011025453179974989 0.0010251223187156813 0.0010776699516116218 0.0010337425337128003 0.0010314105983702084 0.0012045876024669999 0.0012017613387639856 0.0013774574707684228 0.0012972906462876419 0.0010018400105544778 0.0012814347948824079 0.0012155667086921618 0.0011419195083484102 0.0019254550073886101 0.0011168988198679841
leaf_count=61 49 239 83 99 310 474 251 102 159 127 291 299 591 60 80 77 45 296 217
internal_value=0 -0.000115898 -3.22559e-05 -0.000210655 -8.60382e-05 4.92686e-05 0.000190541 -1.57815e-06 0.000261405 0.00150698 -0.00134416 -4.20922e-05 0.000217647 -0.000187198 0.000266566 -0.000603438 0.00140536 0.00100869 0.00143269
internal_weight=0 0.0223235 0.0212882 0.0189771 0.0179343 0.0168318 0.0158066 0.0136482 0.0114127 0.002236 0.0022355 0.00917671 0.00779926 0.00672159 0.0054243 0.002497 0.00215841 0.0029273 0.00231101
internal_count=3910 3861 3622 3344 3245 2935 2461 2333 1940 286 393 1654 1355 1104 513 157 128 356 278
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=46 14 31 1429 403 151 4 151 160 16 43 13 1 484 131 16 12 42 51 48 0 0 52 48 43 43 2 160 2 3
split_gain=0.000758729 0.000940295 0.000690227 0.000642518 0.00059942 0.000506323 0.000769251 0.000463285 0.000390773 0.000662378 0.000610629 0.00053936 0.00058615 0.00045228 0.000445268 0.000490295 0.000635316 0.00103443 0.000556695 0.000577474 0.00050677 0.000951176 0.000506099 0.000327922 0.000420197 0.000501269 0.000314613 0.000336444 0.000452142 0.000231937
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096520000000000009 -0.40391999999999995 0.50657000000000008 -0.15010999999999997 -0.092169999999999988 0.23932500000000004 0.24789500000000006 -0.083354999999999985 0.11368000000000002 0.085515000000000022 0.097135000000000013 -0.072804999999999981 0.093225000000000016 0.091230000000000019 0.094915000000000013 -0.064549999999999982 -0.017269999999999997 -0.11756999999999999 -0.066329999999999986 0.092150000000000024 0.070805000000000021 -0.07526999999999999 0.10869000000000002 0.086110000000000006 0.092175000000000021 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 23 14 15 18 17 20 19 -13 21 22 -17 24 25 -10 27 28 29 -21
right_child=1 -3 3 4 -6 6 -8 8 10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011108348450059044 0.00085392039056059459 -0.00103253633645692 -0.0010498324375691516 -0.00084685770048259403 -0.0010454835892707032 0.00089020012528287572 0.0011284703696541921 -0.00095052782636296639 0.00049184788898339656 0.00039544887536161768 -0.00089807050002084911 0.00069764881710503103 0.00098569000353714194 0.00061436393856476859 0.0006150123130052881 -0.00055372635173183229 -0.0012125912894377475 0.00092706886020305394 0.00091788495807155069 0.00022338771029664392 0.0001795560150729296 -0.0011359676043479791 0.00073054640031125647 -0.00050687764669978571 0.0008682849398587815 -0.00040624617275050826 -0.00089855974557973527 -0.00064506908605355671 0.0008405803678770853 -0.00058569824112439232
leaf_weight=0.0010327444323223736 0.0015880529507863441 0.0017174305820679683 0.0011332293455247324 0.0012238294983273326 0.0010099193378207407 0.0010262134297178696 0.0011260709993596843 0.0019583282309800767 0.0023719037453946434 0.0010008530810781124 0.0012719067228053041 0.0014231095585088838 0.0019310082697430175 0.0016517951320729187 0.0013947586701064099 0.0012469297512325284 0.0014252758976822663 0.0011803025984384874 0.00117530263230603 0.0012343893814161788 0.0018170034218183617 0.0030356952246483049 0.0010030012005976989 0.0011532650134498112 0.0015999414710767823 0.0021430934341426511 0.0011199125640302121 0.0015140362494463488 0.0010795810338297684 0.0013371116999644668
leaf_count=31 110 124 178 81 287 62 144 416 217 23 152 54 104 87 217 42 278 44 32 41 71 285 20 58 39 231 59 45 51 327
internal_value=0 -5.63067e-05 -1.65539e-05 -5.06124e-05 -2.19124e-05 4.97629e-06 3.29848e-05 -1.19178e-06 -2.72767e-05 -0.000495292 1.58554e-05 5.35508e-05 0.000326551 -6.25116e-05 -0.000118453 -0.000173478 -0.00038256 -0.000239733 5.50164e-05 -7.65499e-05 -0.00043363 -0.000644421 1.87922e-05 0.000151431 0.000275587 6.55576e-05 -0.000251851 -0.00011163 0.000109578 -0.000197315
internal_weight=0 0.0438933 0.0421758 0.0405878 0.0394545 0.0384446 0.0372208 0.0360947 0.0350685 0.00295918 0.0321093 0.0308374 0.00919921 0.0216382 0.0199864 0.0185917 0.00970821 0.00828293 0.00888344 0.00770814 0.00710263 0.00528563 0.00224993 0.0072682 0.00611494 0.004515 0.00628503 0.00516512 0.00365108 0.0025715
internal_count=3910 3879 3755 3645 3467 3180 3099 2955 2893 439 2454 2302 649 1653 1566 1349 740 462 609 577 418 347 62 545 487 448 523 464 419 368
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=45 14 151 1429 4 480 403 1348 11 1456 1374 4 403 15 1374 51 484 48 10 31 39 47 47 2 52 52 12 0 151 51
split_gain=0.00114929 0.000986206 0.00102894 0.000834996 0.000857227 0.00083745 0.00081287 0.000662686 0.000706961 0.000725088 0.00070893 0.000897371 0.000963965 0.000731319 0.000599655 0.000849883 0.000717997 0.000653703 0.000533763 0.0010929 0.000562256 0.00114324 0.000795102 0.000869125 0.000520219 0.000818086 0.00105898 0.000687525 0.000849474 0.000677378
threshold=-0.080134999999999984 0.077685000000000018 -0.52174999999999983 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.10020000000000001 0.089175000000000018 0.088315000000000018 -1.0000000180025095e-35 0.089520000000000016 0.28937500000000005 -0.088854999999999976 -0.23033499999999998 -0.094679999999999986 0.013805000000000001 0.085515000000000022 0.090530000000000013 -0.0096749999999999978 -1.0000000180025095e-35 0.13419 0.13206500000000002 0.10783500000000001 0.08400500000000001 0.11401500000000002 0.10701500000000001 0.098845000000000016 0.15480500000000005 -0.083559999999999982 -0.031524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 -11 -14 -15 16 18 -17 -16 -20 21 22 23 -21 25 26 27 28 -25 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 15 17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013199221737903841 -0.0012498453500243787 -0.0010017156997833372 -0.0010034865183037435 -0.00078440785348929778 0.0010584468644066404 -0.0011011091520470003 -0.0010807508010877839 0.0010793722075063958 -0.00074940513963071744 -0.0010677640890599592 -0.00097400820797418611 0.00083606813170196133 -0.00094033808336398681 -0.00061385550108084995 -0.00091345057651285807 0.00022550442644949287 0.00075787922511518001 0.0010410111422880057 0.0013204276683087494 -0.00066737257231863439 0.00076822215582150223 -0.0013197681278532109 0.00082990051994005938 -0.00066038837729746891 -0.00067503193709005939 0.0012796802041542127 -0.00094492196668425948 -0.00070358915403968792 -0.00045199736370703936 0.00072020371416047055
leaf_weight=0.001073171927941984 0.0011676918643459535 0.0018658745402735369 0.0013954754137666106 0.0016704529341995391 0.001376024165811617 0.0011689002676629192 0.0011202126128123649 0.0010778956211616722 0.0019273269367943149 0.0012420354357707266 0.0010379545673169224 0.0029103808011536883 0.0011081692847848537 0.0017068881253230464 0.0010461689967513612 0.0037247076398081438 0.0024547831261312316 0.0031665246300469629 0.0011215405912494694 0.0035173236327552529 0.0014811199949065204 0.0012058367233862546 0.0018382670251320113 0.0011946356534493522 0.0014514815089148323 0.0010400260301151052 0.001576827841206275 0.0012049073489919246 0.0010079839687748846 0.0057835213046290544
leaf_count=15 64 122 180 309 201 229 250 42 73 450 56 131 31 51 49 192 121 113 14 317 11 15 48 117 106 20 93 15 106 369
internal_value=0 -5.9232e-05 -2.52339e-05 3.0502e-06 3.1621e-05 2.05296e-06 2.97143e-05 5.70559e-05 3.22478e-05 6.77019e-05 0.000102571 0.00013066 7.49815e-05 0.000114816 0.000148686 0.000188349 7.88633e-05 0.00060023 7.84233e-06 5.08253e-05 -1.60189e-05 -7.46217e-05 6.03615e-06 -8.42368e-05 7.04519e-05 0.00016209 5.41467e-05 0.000225548 0.000365732 0.000546228
internal_weight=0 0.0535909 0.0517251 0.0505574 0.0491619 0.0477859 0.046617 0.0454968 0.0444189 0.0424915 0.0408211 0.0397831 0.0368727 0.0356307 0.0345225 0.0328157 0.0259244 0.00689123 0.0234696 0.0224235 0.0213019 0.0198208 0.018615 0.0167767 0.0132594 0.0118079 0.0107679 0.00919105 0.00798614 0.00679151
internal_count=3910 3895 3773 3709 3529 3328 3099 2849 2807 2734 2425 2369 2238 1788 1757 1706 1401 305 1280 1231 1217 1206 1191 1143 826 720 700 607 592 475
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=31 1429 151 4 151 1213 475 133 132 160 133 38 1348 124 483 40 47 52 13 0 457 3 1374 0 12 4 47 0 0 150
split_gain=0.000666203 0.000614679 0.000556642 0.000736905 0.000550141 0.000486075 0.000434523 0.000431275 0.000438053 0.000546669 0.000497319 0.00038844 0.00059749 0.000571648 0.000635649 0.00033039 0.00041809 0.000535196 0.000588509 0.000501588 0.000813242 0.00074433 0.0005952 0.000441611 0.000537024 0.000368985 0.000492502 0.000294186 0.000268499 0.000335033
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 -0.15010999999999997 -1.0000000180025095e-35 -0.085289999999999991 0.10681500000000001 0.079995000000000011 -0.217635 0.092550000000000007 1.0000000180025095e-35 0.084620000000000015 -0.080429999999999988 1.0000000180025095e-35 -0.064864999999999992 0.14097000000000001 0.11401500000000002 -0.17606499999999997 -0.10575999999999998 -0.0015249999999999997 -0.0045049999999999995 -0.094679999999999986 -0.074249999999999997 0.085325000000000012 -0.0086749999999999969 0.09585500000000001 -0.066689999999999985 0.12007500000000002 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8 11 12 13 -11 15 -15 17 18 -17 20 -20 23 -22 24 -21 -24 -27 -10 29 -25
right_child=1 2 3 -5 5 6 7 -9 27 10 -12 -13 -14 14 -16 16 -18 -19 19 21 22 -23 25 28 -26 26 -28 -29 -30 -31
leaf_value=0.0010406956645543004 -0.0012969003266752066 -0.0010769155074698456 0.0011441935419302738 0.0013401030705796455 -0.0010666367124623401 -0.0010533368536888277 -0.00098766005135513348 -0.00083703591502508681 0.00015065675382297191 0.0010682421439194587 0.0010102788318490914 -0.00085163753529773033 0.0012365076090962782 -0.00075522366329733119 -0.0013210007088248522 0.001038919558021417 0.00097866754460583798 -0.00096815788447854898 -0.0010829479580612288 7.3002293821953127e-05 -0.00046001084718823846 -0.0015716936483707897 -7.8764661306911745e-05 0.00074127525719958466 -0.0013244200829338926 0.0013437864209719262 0.00015108275468742226 0.0013876790788424878 -0.00039316097130653464 -0.00030363891499996556
leaf_weight=0.0015547010702037225 0.0010429988456464026 0.0013002443979299718 0.0010543041186963356 0.0010968208936659165 0.0012423118595249463 0.0010672863429626025 0.0014365455273221963 0.0015458351347563673 0.0010169642848429916 0.0012673527688740185 0.0013804183135672768 0.0013665191728726702 0.0010870950722932085 0.0014814205998732169 0.0010336324072572891 0.001530868946003845 0.001220009573934532 0.0014573240030448789 0.0010210182987968608 0.0014868321269667483 0.0014183895145833958 0.0010618875595014661 0.0011794213118125896 0.0025657151540263712 0.0014743313776260369 0.0028828637819371221 0.0013771754929621238 0.0010537484449066872 0.0016211013925975237 0.0012181910835522558
leaf_count=113 179 84 67 165 590 195 234 439 122 78 79 60 47 73 208 68 15 76 28 136 18 39 48 123 433 74 19 55 32 13
internal_value=0 -5.34932e-05 -2.10273e-05 1.44986e-05 -2.42232e-05 -5.79783e-05 -2.24322e-05 9.75385e-06 4.98594e-05 3.88457e-07 4.91114e-05 1.30033e-06 4.54759e-05 -5.70556e-06 -6.23456e-05 -5.77248e-06 4.58309e-05 -1.02452e-05 6.38606e-05 -2.23874e-05 0.000283155 -0.000277724 0.000486545 -0.000113485 -0.000622759 0.000733368 0.000958212 0.000780155 0.000165524 0.000404876
internal_weight=0 0.0409886 0.0399456 0.0386454 0.0375486 0.0364943 0.0352519 0.0341847 0.0326388 0.0305681 0.0291316 0.0277511 0.0263846 0.0252975 0.0240302 0.0229966 0.0215151 0.0202951 0.0188378 0.0173069 0.00787887 0.00942806 0.00685785 0.00836617 0.00296116 0.00543946 0.00426004 0.00207071 0.00540501 0.00378391
internal_count=3910 3797 3618 3534 3369 3302 2712 2517 2078 1901 1667 1588 1528 1481 1403 1195 1122 1107 1031 963 187 776 159 737 569 141 93 177 168 136
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=45 14 156 31 151 151 1374 403 403 1429 474 16 1456 13 11 0 0 43 32 376 42 15 160 1 49 1 47 2 43 52
split_gain=0.0011049 0.00104031 0.00100485 0.000888255 0.000682716 0.000703818 0.000664943 0.000678099 0.000685324 0.000703759 0.000691723 0.000587043 0.00101214 0.000783729 0.000789772 0.000747592 0.000966846 0.000625104 0.000597543 0.000553489 0.000644417 0.000731858 0.00099251 0.000714607 0.000586845 0.000414093 0.000549616 0.000490178 0.000414459 0.000348756
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 -0.15010999999999997 0.089520000000000016 0.10020000000000001 -0.088854999999999976 -1.0000000180025095e-35 0.084880000000000011 -0.50585499999999983 -1.0000000180025095e-35 -0.5337599999999999 0.080705000000000013 -0.017269999999999997 -0.032484999999999993 -0.11652999999999998 0.075380000000000016 0.076485000000000011 -1.0000000180025095e-35 -0.095799999999999982 -1.0000000180025095e-35 0.10080500000000002 -0.091004999999999989 0.11215000000000001 0.090515000000000026 0.086875000000000022 -0.073139999999999983 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -13 -14 15 16 19 -17 -11 20 -15 23 -23 -22 -24 27 -27 28 -26 -19
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12 12 13 14 -16 17 -18 29 -20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.001428829536396244 -0.0014283989805619363 -0.0010891348104931935 0.00095803712832755335 -0.00096120714719263986 0.0010256844587864693 -0.0011000988322003649 -0.0011185056511070063 -0.0010663680252474197 -0.001074407606424774 0.00080464657560219146 0.0008063657704196278 -0.0013895915787264239 -0.001064470061967335 -0.00075771608976746968 -0.0008642437769509349 0.0011439910307643011 -0.0012486588329235723 0.00077731432610001698 -0.00044325129150830754 0.0010502402943924597 -0.0010400048072985034 -0.0010278043341642048 -0.00036750677627319858 9.0585703071572601e-05 0.00091283919997664433 -0.00069839774404632142 0.00074700417029522031 0.00099146001731023137 -0.00025057093681766357 -5.8149195526814441e-05
leaf_weight=0.001025211512455825 0.0010239908442581927 0.0019603903056584207 0.0019023350350284565 0.0015778021318393334 0.0013114295481244645 0.0010791108593506396 0.0011283276073843487 0.0011991661806932665 0.001098080065458972 0.0034421257528256385 0.0025360421003415281 0.0010832280169966726 0.0013141575942832153 0.0020105366699304508 0.0017640118849726596 0.0022735527596609018 0.0012145128304155142 0.0015459310899927914 0.0010132681636605412 0.0010969905408666483 0.0019576097504674277 0.0010740823984203276 0.0016785659861895388 0.002732616830432022 0.0010438279588029795 0.0011123468462894692 0.0010371089706495695 0.0046347446665113701 0.0015557824033549635 0.0029925491570193244
leaf_count=15 193 122 111 82 66 491 61 272 144 158 224 253 17 475 74 26 25 47 14 58 116 208 56 99 33 38 15 191 161 65
internal_value=0 -6.86851e-05 -2.82173e-05 1.4001e-06 -3.773e-05 -5.30016e-06 -3.62978e-05 -7.55959e-06 2.31903e-05 5.33346e-05 8.4995e-05 3.498e-05 -3.241e-05 1.49543e-05 6.26766e-05 0.000121155 -1.13956e-05 0.000532673 0.000520843 6.3986e-05 6.55123e-06 9.78697e-05 0.000283049 -0.000381301 0.000410324 0.000549461 -9.93648e-07 0.000713011 0.000216576 0.000226433
internal_weight=0 0.0513942 0.0494338 0.0484098 0.0465075 0.0449297 0.0436183 0.0424899 0.0412908 0.0402117 0.0391136 0.0365776 0.0321222 0.0310389 0.0297248 0.0279608 0.0211487 0.00681203 0.00445539 0.0199342 0.0188372 0.0168267 0.0121365 0.00469023 0.0110624 0.00938381 0.00214946 0.00723436 0.00259961 0.00453848
internal_count=3910 3895 3773 3580 3469 3387 3321 3260 2988 2497 2353 2129 1957 1704 1687 1613 1475 138 172 1450 1392 917 702 215 494 438 53 385 194 112
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=31 146 147 1456 457 457 403 156 403 151 4 11 480 4 13 1374 48 49 15 12 16 133 156 2 3 16 1 150 0 43
split_gain=0.000852028 0.000752336 0.00124196 0.000636599 0.000617362 0.000833083 0.000613601 0.000567462 0.000575405 0.000557192 0.000691664 0.000656505 0.00055124 0.000596081 0.000479772 0.000527375 0.000625197 0.000725429 0.000644122 0.00085412 0.000659584 0.000443066 0.00041434 0.000445187 0.000537785 0.000469941 0.000315097 0.000256562 0.000559676 0.000230495
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.23052999999999998 -0.079274999999999984 0.096520000000000009 0.11896500000000002 -0.088854999999999976 -0.27336999999999995 0.50657000000000008 0.088315000000000018 0.08456000000000001 0.28937500000000005 -0.5337599999999999 -0.094679999999999986 0.016865000000000002 -0.088729999999999989 -0.017214999999999998 0.085665000000000005 0.31524000000000002 -0.082639999999999977 0.087400000000000019 0.10113500000000002 0.084925000000000014 -1.0000000180025095e-35 0.11235500000000002 0.082965000000000025 -0.074249999999999997 -0.077664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -7 -10 11 12 13 14 -11 -16 18 -18 19 21 22 -17 23 24 -20 -25 -4 28 -19 -21
right_child=1 -3 26 4 5 6 -8 -9 9 10 -12 -13 -14 -15 15 16 17 27 20 29 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093673457930801903 -0.00094580290892044827 -0.0012752413952734278 0.00043121651590660156 0.0010426796910761908 -0.0010833144978610587 -0.0010328561570427668 -0.0010865160717879194 -0.0010437946090075549 -0.0008467915567032929 -0.00082291453129662616 0.0011215561018295089 -0.00089443939369310841 -0.00094117848040352814 0.00093455136412522318 -0.0006389271521528131 -0.00016306003134684786 -0.00042058655397622012 -0.00030241995553435461 -1.3663570142632646e-05 -0.00028146207238866885 0.00097802013429195518 -0.0013326625354718987 0.00089537995332841195 -0.0010515906218393533 0.0010903388527038606 0.00016376389125446195 0.0013717039220033196 0.0010209998006325491 0.00089060846518978002 0.00054895239729707253
leaf_weight=0.001834776392731107 0.0017016615419729311 0.0010093250511999932 0.0015461269239551703 0.0010206147842524152 0.001627364402286168 0.0010288995742416809 0.0011107686755287829 0.0010518940966117709 0.0013579253474382815 0.0011652126177068558 0.00126741859979873 0.0014469478008107819 0.0010244759327078237 0.0017451323265906806 0.0017818635633517479 0.0010185783604139687 0.0014166284028505061 0.0012807978692239708 0.0057632594650625681 0.0012089187729213968 0.0018898915706273564 0.0018809717153835904 0.0010911820701107197 0.0015149728968708587 0.0010667879568089234 0.0011356034678540183 0.0013713849573306902 0.0029195031515776293 0.0021468869661660497 0.001564235223847632
leaf_count=113 365 11 94 39 178 505 282 106 90 17 138 80 177 84 49 38 52 133 648 106 36 69 67 66 17 21 47 109 53 120
internal_value=0 -5.5356e-05 -2.86741e-05 -8.95486e-05 -5.44614e-05 -8.21056e-05 -4.01976e-05 -9.42504e-06 2.0209e-05 5.057e-05 8.6066e-05 4.63707e-05 8.94296e-05 0.000123945 7.49033e-05 0.000112698 0.000164411 0.000503579 1.92046e-05 -0.000379777 0.000200826 -0.000921795 6.18887e-05 -3.40428e-05 0.000158771 -0.000530888 0.000873295 0.000709843 0.000444818 0.000186945
internal_weight=0 0.0471552 0.0461459 0.0432284 0.0415267 0.0405061 0.0388788 0.037768 0.0367161 0.0356872 0.0343293 0.0330619 0.0316149 0.0305904 0.0288453 0.0276801 0.0258982 0.00776382 0.0181344 0.0056727 0.0124617 0.00289955 0.0105718 0.00948062 0.00683005 0.00265058 0.00291751 0.00634719 0.00342768 0.00277315
internal_count=3910 3797 3786 3645 3280 3241 3063 2781 2675 2170 2080 1942 1862 1685 1601 1584 1535 347 1188 333 855 107 819 752 665 87 141 295 186 226
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=146 10 1429 51 1 43 123 47 3 3 15 38 40 133 1373 42 2 3 43 3 15 43 47 1375 0 12 4 4 15 11
split_gain=0.000852699 0.00099229 0.000669632 0.000619501 0.000909047 0.000555945 0.00064238 0.000660024 0.000520194 0.000628695 0.000477449 0.000514312 0.000545834 0.000740356 0.000521644 0.000403753 0.000445897 0.000394238 0.000682804 0.000541042 0.000518303 0.000509606 0.000794882 0.000410999 0.000512879 0.000368939 0.000330136 0.00031715 0.000365074 0.000261508
threshold=0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 -0.40274499999999996 0.12730000000000002 0.24789500000000006 0.091310000000000016 0.11896000000000002 0.11265500000000002 0.16699000000000003 0.079360000000000014 1.0000000180025095e-35 -0.083709999999999993 0.086975000000000011 0.085770000000000013 0.08401500000000002 0.10251500000000001 -0.100615 -0.079109999999999986 -0.0095549999999999993 -0.016339999999999997 -0.069494999999999987 0.09252500000000001 -0.43271999999999994 -0.10131499999999999 0.080120000000000011 -0.16401499999999997 -0.0077799999999999996 -0.14097499999999996 0.082245000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 10 -6 -10 11 12 -5 14 17 16 -12 20 19 -19 29 -20 23 -23 27 -22 -27 -25 -29 -14
right_child=-2 -3 3 4 8 -7 -8 -9 9 -11 15 -13 13 -15 -16 -17 -18 18 21 -21 25 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00094628370605617557 -0.0011919497146537189 0.00090963067005986732 -0.0007691066094669825 0.00094932567345478705 0.0010738677274590128 -0.000807575606388451 0.00089878584109528384 -0.0010268613381315343 -0.00029967925682788206 0.00095857996010780639 -0.0011178288310513052 -0.00068265252855557166 0.0011199511323672481 -0.00066797879585398922 -0.00078996333123423185 5.0089229988129135e-05 -4.006095898780533e-05 -0.00083578371322969773 0.00080605093198660887 0.00029444643236116967 0.00059760839812633714 -0.00044641319144852803 -0.00090698876514315376 -3.55331379393274e-05 -0.0002490336626899227 -0.00071123282335586592 0.00030314703743142274 -5.2101658573380735e-06 0.00084721146557359959 0.00032816198958772973
leaf_weight=0.0012908177496628861 0.0010066179238492614 0.0019719299911713497 0.0016885746575576724 0.0012038915446233025 0.0019618761255260067 0.0015066522842818722 0.0012685061569435154 0.0010951082454813124 0.0016628753598979529 0.0011070204490604141 0.0016985056056033612 0.0014908689443071657 0.0018924718807582508 0.002154069653872436 0.0010007640065676773 0.0020436697231939194 0.0010332715328207343 0.0022148579395675494 0.0019079814587561481 0.0010424745907080526 0.0014870778717010922 0.0013902493083151066 0.0012107499463578373 0.0014416969560926418 0.0020454560390944718 0.0011553947845470702 0.0010031866886199836 0.0010842242135287172 0.0037461789438584144 0.001106135676991471
leaf_count=179 11 94 134 69 124 213 53 59 31 108 568 58 85 399 44 669 47 276 88 32 26 16 56 37 184 64 32 29 96 29
internal_value=0 1.14294e-05 -2.79877e-05 -8.2795e-07 3.0093e-05 -3.78008e-05 -5.32912e-06 -3.86218e-05 0.000564193 0.000203198 -6.17423e-06 5.70982e-05 9.78143e-05 5.8208e-05 0.00012413 -0.000384816 -0.000710172 0.000164379 5.48699e-05 -0.000474066 0.00042947 0.000189194 8.14008e-05 0.000204672 0.000313498 0.000101778 -0.000239806 0.000496951 0.000655878 0.000827873
internal_weight=0 0.0469065 0.0449346 0.0436438 0.0419552 0.0372234 0.0357168 0.0344483 0.00473177 0.0027699 0.0333532 0.0285777 0.0270869 0.025883 0.0237289 0.00477545 0.00273178 0.0227281 0.0160839 0.00325733 0.00664427 0.0128265 0.0109186 0.00970781 0.00831756 0.00364566 0.00215858 0.0062721 0.0048304 0.00299861
internal_count=3910 3899 3805 3626 3492 3229 3016 2963 263 139 2904 1620 1562 1493 1094 1284 615 1050 814 308 236 506 418 362 346 122 96 162 125 114
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=45 14 156 1373 453 1 1429 4 2 48 11 3 130 31 1 51 43 151 16 52 2 12 4 51 16 1375 150 49 14 4
split_gain=0.00115791 0.00131233 0.00110234 0.000868923 0.000867041 0.000945774 0.000999839 0.00093505 0.000803817 0.0010805 0.000846443 0.00174766 0.00077275 0.00076334 0.000826542 0.000754186 0.000744041 0.000687587 0.00078146 0.0006853 0.000759699 0.000593958 0.000829216 0.000590258 0.000531211 0.000636372 0.000827027 0.000738197 0.000600856 0.000478035
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.099250000000000019 0.10097500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 1.0000000180025095e-35 -0.064549999999999982 0.080455000000000013 0.082730000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.082979999999999984 -0.074904999999999985 -0.083919999999999981 0.0015250000000000001 0.084240000000000023 0.10393500000000001 -0.051479999999999991 -0.51381999999999983 -0.40274499999999996 0.10994000000000002 -0.43271999999999994 0.083205000000000015 -0.0057999999999999987 -0.076254999999999989 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -7 8 9 -8 11 -10 -4 -11 16 -14 29 -17 19 20 -19 -20 -23 -16 25 -13 27 -27 -29 -15
right_child=1 -3 3 -5 -6 6 7 -9 10 13 -12 24 15 14 23 17 -18 18 21 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012686385235603375 -0.0012683808836229126 -0.0010521727680029231 -0.0012684240183340968 -0.0011248578232716628 -0.0011062842241625881 -0.00093551647857505812 0.0011010595030621331 0.0012684276006100139 0.0010856516066779706 0.00061424713462698345 -0.00044856350063085445 -0.0004910605273240607 -0.0010689097829795679 0.00042165380336119904 -0.00047310287141182007 -0.0010354151694076776 -0.0010341047602600037 0.00030449601637968495 -0.00057934511114872314 -0.00095170371552071346 -0.00074899117964671901 -0.00040422115215956069 0.00071605045474202299 0.00062022945767094826 -0.0006495913921013846 -0.00084677851969271482 0.00093985973690294765 -0.00046893879026833955 0.00056306085369713435 -0.00052241052853199915
leaf_weight=0.0010807403914441229 0.001113222571535121 0.0020528217925743766 0.0010033833706232223 0.0010696595592030169 0.0010586640349856671 0.0012539719016757536 0.0011606741432217413 0.0013098734712286833 0.0047659452813428862 0.0016674341482634256 0.0019370283677631042 0.0015387979438656893 0.0012485186820523344 0.001330272316049097 0.0012849507843384345 0.001045292921658004 0.003028263375616012 0.0033953159245190268 0.0010104996449626924 0.0017866433094291256 0.0016296149395849113 0.001362929408115221 0.0048274233113207998 0.0020802329733742297 0.0011344070560994632 0.0010438868862649997 0.0029728534487070135 0.0011812831261011078 0.0039162033279609423 0.0024552200884961923
leaf_count=15 193 122 238 30 27 99 37 197 189 50 82 16 274 161 20 144 412 355 16 611 56 15 173 34 49 31 87 22 84 71
internal_value=0 -5.66318e-05 -1.92105e-05 6.78244e-06 2.987e-05 5.32841e-05 0.000175964 0.000218448 0.000174782 -6.67918e-05 0.000344718 0.000437545 -0.000188122 -0.000181215 -0.000311521 -0.000121647 -0.000565512 -4.3104e-05 3.092e-05 -0.000277038 -3.71561e-05 0.000322229 0.0004694 0.000202755 0.0001755 0.000263361 0.000390734 0.000124918 0.000323907 -0.000190654
internal_weight=0 0.0566653 0.0546125 0.0534992 0.0524296 0.0513709 0.0340613 0.0328073 0.0314975 0.013007 0.0184904 0.0165534 0.0173096 0.0118464 0.0101789 0.0163062 0.00681376 0.0150577 0.0140124 0.00681157 0.00502493 0.00720085 0.00619035 0.00336518 0.0117874 0.010653 0.00911423 0.00614137 0.00509749 0.00378549
internal_count=3910 3895 3773 3580 3550 3523 1641 1542 1345 785 560 478 1882 748 698 1644 644 1370 1226 1022 411 204 188 54 289 240 224 137 106 232
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=19
num_cat=0
split_feature=1374 150 484 41 160 1429 156 1 1 1 0 12 12 0 48 1 16 150
split_gain=0.000193009 0.000268642 0.000306954 0.000277637 0.000260724 0.000180379 0.000233855 0.000280768 0.000281442 0.000235937 0.00037197 0.000145679 0.00018953 0.000141101 0.000293322 0.000182315 0.000200376 9.12768e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.078150000000000011 0.069910000000000014 0.079110000000000014 0.084330000000000016 0.10444500000000001 0.096035000000000023 0.076710000000000014 -0.084074999999999997 0.098845000000000016 0.08401500000000002 -0.18901999999999997 0.081315000000000012 0.11744000000000002 0.51388000000000011 0.12187000000000002
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 5 17 6 7 8 9 10 -4 12 -12 -9 15 -15 -17 -3
right_child=1 4 3 -5 -6 -7 -8 13 -10 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0023162335817100491 -0.0026679246155932004 0.0009887020037459178 -0.0031512170542279659 -0.0023651317976085854 0.0028299223139814618 0.0022446150039144457 -0.0023629189243030485 -0.00062587484123478409 -0.0027192494567859007 0.0016132353785575468 -0.00056755666800996157 -0.0016628315502444262 0.0017914052513213028 0.0023913216024803617 0.0038643603489465768 -0.0018413216747999073 0.0013390328232788149 -0.0010788979484181503
leaf_weight=0.001022683279108704 0.0013493675745713243 0.0015181441663265618 0.0012328179535598775 0.001347354715679038 0.0017704821567363638 0.001095681926340574 0.0011037915513606991 0.0010805814879466524 0.0012746298137968912 0.0019164002251453871 0.0019591372483800419 0.0010237813092043302 0.0019196086987677274 0.0012439451820176481 0.0011410774850908467 0.0010611433523955993 0.0012036335425156253 0.0010136653959356146
leaf_count=68 583 238 575 157 86 167 258 56 136 404 65 189 468 81 110 158 44 67
internal_value=0 5.00138e-05 -0.000210725 -3.24974e-05 0.00125925 0.000149633 7.59371e-06 0.000181373 -0.000389734 -2.0961e-05 -0.000531409 0.000127383 0.000599904 0.00111087 0.00151448 0.000750265 -0.000151097 0.000160893
internal_weight=0 0.0242552 0.019953 0.0186036 0.00430229 0.0172562 0.0161605 0.0150568 0.00932638 0.00805175 0.00613535 0.00490253 0.00387875 0.00573038 0.0046498 0.00350872 0.00226478 0.00253181
internal_count=3910 3842 3451 2868 391 2711 2544 2286 1837 1701 1297 722 533 449 393 283 202 305
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=19
num_cat=0
split_feature=1374 150 484 41 160 3 15 3 13 2 1 123 39 2 2 0 3 4
split_gain=0.000159526 0.000221131 0.000255594 0.000229634 0.000220404 0.000168998 0.000597972 0.000218916 0.000210346 0.000153795 0.000525734 0.00039082 0.000380974 0.00025813 0.000337145 0.000288425 0.000137312 9.46345e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.078150000000000011 0.069910000000000014 -0.10315499999999998 -0.015439999999999997 -0.08095999999999999 0.095355000000000009 0.10393500000000001 0.10521500000000002 0.084845000000000018 0.005105000000000001 0.097940000000000013 0.086130000000000012 -0.11208499999999998 0.12991000000000003 0.26450500000000005
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 5 17 6 -4 -7 -8 11 -11 12 13 14 15 -9 -12 -3
right_child=1 4 3 -5 -6 7 8 9 -10 10 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0014018637529687528 -0.0016249494280579108 -0.00063962709873076589 0.0029151064780470037 -0.0014326415102932221 0.0017291607068476804 -0.0013960319057990812 0.0011132189165937157 0.0017864240829149169 -0.00091317165932782286 -0.0021140530535177005 0.0013941345298621221 -0.0016822143492740173 0.002403130066161312 0.001805315342876201 -0.0018870827615884219 -0.00041411425774719293 -0.00021089642459272366 0.00072785670735984098
leaf_weight=0.0010043748530401677 0.0013173032200795567 0.001165951454737745 0.0011124718463005889 0.0013221987229119483 0.0017231583255430394 0.0014358599504311854 0.0010175909334275658 0.0012044372386128509 0.0016874555668007218 0.0015439117384290491 0.0011329922353342514 0.0010016418156668649 0.00127734325710116 0.0010625137378720284 0.0010284195443431704 0.0019063621826642795 0.0015838990991172697 0.001356970713088046
leaf_count=68 583 204 89 157 86 973 73 44 141 219 143 68 96 99 322 335 109 101
internal_value=0 3.02737e-05 -0.000127255 -1.95458e-05 0.000758705 9.03927e-05 0.000742587 -9.85494e-05 -0.000150879 6.01185e-05 -0.000473715 0.000364175 0.000680539 0.000257538 -0.000139768 0.000437889 0.00045843 9.58833e-05
internal_weight=0 0.0238805 0.0196344 0.0183171 0.00424608 0.0169949 0.00381752 0.0131774 0.00270505 0.0117415 0.0042608 0.00748072 0.00647908 0.00520173 0.00413922 0.0031108 0.00271689 0.00252292
internal_count=3910 3842 3451 2868 391 2711 303 2408 214 1435 471 964 896 800 701 379 252 305
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=146 147 156 9 457 457 403 403 156 1456 151 4 480 49 13 11 2 49 42 16 52 16 0 12 0 374 1 123 3 15
split_gain=0.00129028 0.0017568 0.00106055 0.000863138 0.000815071 0.00106798 0.000691239 0.00070115 0.00071783 0.000761909 0.000794931 0.0011108 0.000892731 0.000750881 0.0007619 0.000824361 0.000726578 0.000837505 0.00120019 0.00089465 0.00108291 0.000812999 0.000746473 0.000888616 0.00114026 0.00063703 0.000566224 0.000541324 0.000484174 0.000470816
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.016839999999999997 -0.23052999999999998 -0.0034949999999999994 0.10020000000000001 -0.088854999999999976 0.11896500000000002 -1.0000000180025095e-35 -0.27336999999999995 0.50657000000000008 0.08598500000000002 0.10960000000000002 -0.5337599999999999 0.088315000000000018 0.083585000000000007 -0.088329999999999978 -0.090359999999999982 -1.0000000180025095e-35 0.098910000000000012 -0.072804999999999981 -0.017269999999999997 0.090385000000000007 -0.13506999999999997 -1.0000000180025095e-35 0.09832500000000001 0.083905000000000021 -1.0000000180025095e-35 -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 -1 27 -5 29 7 -7 9 -9 -11 12 13 14 -12 16 22 28 -19 20 21 26 23 24 -16 -26 -20 -4 -18 -6
right_child=-2 -3 3 4 5 6 -8 8 -10 10 11 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014003864261612417 -0.001250661224016988 0.00092916420549852782 0.0014008293589960741 0.00099243468942911985 -5.2424035229749827e-05 -0.0009759633361804029 -0.0010493394911368799 -0.0008176610639511352 -0.00095648690500865091 -0.00086812015511661216 -0.00093636220450371078 0.0013238221800790115 -0.0011701116299620638 0.00087505891472626377 0.00042240937095576703 -0.00082221946965156255 0.00010517114132160812 -0.00093899545836912399 0.0004600332065477078 0.00088524697749725579 -0.00077740250672425431 -0.00024110414784816591 0.00086700008819574556 0.00022752912253646095 -3.1852958200682901e-05 -0.0013091376011900068 0.0014005222259976878 3.6951345418513642e-05 -0.0011611375920436919 -0.0011921309472368276
leaf_weight=0.0011148002719836283 0.0016247000876319353 0.0038513575564582672 0.0013257531918027246 0.0014124056795985487 0.0010183305104636275 0.0014171637260986794 0.0012780183799845348 0.0018791987738424601 0.0014191957315285988 0.0016225874062634196 0.0014138680814426144 0.001476361067356712 0.0010779601918864392 0.0024322905177829304 0.001506287408417962 0.0017579677961858655 0.0012961988900315191 0.0012205591450379352 0.0053402806903918142 0.0070752248351020506 0.0017073105199907354 0.0025625905541195575 0.0013044299483553354 0.0042078379196315296 0.00101095929130679 0.0031556138105766065 0.0016409840953315324 0.0010018651926815281 0.0010899275837132896 0.0023531645251315672
leaf_count=197 11 148 51 41 45 506 269 280 106 87 14 120 117 107 29 67 63 141 274 171 143 137 31 172 4 209 67 65 25 213
internal_value=0 1.37628e-05 -4.79597e-05 -2.10389e-05 -5.72398e-05 -8.56065e-05 -3.30416e-05 -5.76338e-06 2.39986e-05 5.50738e-05 9.33039e-05 0.000131098 8.68544e-05 0.000121846 7.1363e-05 0.000112216 0.000161817 0.000309934 0.000405539 0.000495086 0.000249736 0.000433482 -0.000128628 -0.000260069 -0.000621744 -0.000999223 0.0006811 0.000813782 -0.00047325 -0.000847892
internal_weight=0 0.0609705 0.0571191 0.0560043 0.0536767 0.0522643 0.0488928 0.0476148 0.0461976 0.0447784 0.0428992 0.0412767 0.0398003 0.0387223 0.03629 0.0348762 0.0331182 0.0219331 0.0195469 0.0183264 0.0112512 0.00954386 0.0111851 0.0098807 0.00567286 0.00416657 0.00698126 0.00232762 0.00238613 0.0033715
internal_count=3910 3899 3751 3554 3438 3397 3139 2870 2364 2258 1978 1891 1771 1654 1547 1533 1466 1021 933 792 621 478 445 414 242 213 341 116 88 258
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=19
num_cat=0
split_feature=52 376 1 50 48 2 47 14 43 1 3 3 2 43 0 52 0 4
split_gain=0.000158062 0.0003759 0.000202882 0.000215915 0.000333892 0.000255584 0.000246257 0.000251995 0.000206396 0.000201378 0.000172327 0.000340575 0.000375022 0.000184714 0.000108248 0.000287583 0.000190388 0.000117832
threshold=-0.27466499999999994 0.088415000000000007 0.076710000000000014 0.10625000000000001 0.12862000000000004 0.1178 0.09252500000000001 0.077685000000000018 -0.074904999999999985 0.11235500000000002 0.10666500000000002 -0.080744999999999997 0.10274500000000002 -0.089949999999999988 -0.087899999999999992 -0.066329999999999986 -1.0000000180025095e-35 -0.0010999999999999996
decision_type=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 6 7 9 -8 14 11 12 13 -2 15 -4 -16 -17
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 16 17 -18 -19
leaf_value=-0.0011879611404035575 -0.0026674949530959501 0.0024774320491719108 -0.000254194602577966 -0.0014724064104978242 -0.0018931613115639701 0.0022611419166964678 0.00046711225282464159 -0.0013048622816566077 -0.0021222662467962595 0.0025131196875287014 0.00075959518020461919 -0.0027955086910232394 0.0014666640498078069 -0.00037631005096691979 -0.0010049241045658405 0.0029946159603189055 0.0013508164561650991 0.0012011712547661999
leaf_weight=0.0019243244012600016 0.0010392159342762488 0.001090885921124495 0.0019215638316025796 0.001239839757415929 0.0010763581622201821 0.0013737257546971868 0.0010113061613052921 0.0010513361826589582 0.001181142857777929 0.0011528263569435815 0.0012047590653736506 0.0013853201368902463 0.0013106171758456853 0.001554049540358619 0.0015445238271239491 0.001025880760490594 0.001000533973911635 0.0017620483205647063
leaf_count=425 277 76 106 212 59 230 65 79 81 143 25 618 82 782 414 44 94 98
internal_value=0 6.73444e-05 -5.30644e-05 0.000210777 0.00035877 0.000544866 0.000342509 0.000636972 -0.000927869 0.000879797 -0.000676354 -0.00100343 -0.000367499 -0.00129447 0.000620245 0.000998025 -7.88161e-05 0.00186111
internal_weight=0 0.0229259 0.021835 0.0153411 0.0141012 0.0130249 0.0116512 0.00945871 0.00219245 0.00840738 0.00649396 0.0052892 0.00390388 0.00259327 0.00725455 0.00470949 0.00254506 0.00278793
internal_count=3910 3485 3409 1625 1413 1354 1124 978 146 899 1784 1759 1141 1059 756 248 508 142
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=45 14 30 151 156 1348 1374 1429 15 403 375 124 43 123 42 484 1 133 160 1 12 43 133 34 16 49 159 2 0 1374
split_gain=0.00140516 0.00151746 0.00135866 0.00123675 0.00115226 0.00108256 0.000952666 0.000912146 0.00121618 0.000957032 0.000894806 0.00100914 0.000813203 0.00109871 0.00109626 0.000996674 0.000963438 0.000858318 0.000948587 0.000743711 0.000862866 0.000821167 0.00101228 0.000822965 0.000733759 0.000811629 0.000828388 0.000722285 0.000685306 0.000676266
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.52174999999999983 -1.0000000180025095e-35 0.090050000000000005 0.098580000000000015 -1.0000000180025095e-35 -0.46673499999999996 0.096520000000000009 -0.40343999999999997 0.11158000000000001 0.24789500000000006 0.088795000000000013 -1.0000000180025095e-35 -0.0043499999999999988 1.0000000180025095e-35 -0.036599999999999987 -0.40446999999999994 0.12864500000000004 0.11540500000000002 -0.18906999999999999 0.098810000000000023 -1.0000000180025095e-35 -0.54165499999999989 -0.091004999999999989 0.10276500000000001 1.0000000180025095e-35 0.033525000000000006 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 10 -10 12 13 14 16 -16 -12 -17 -19 20 21 -20 23 -23 -25 28 29 -18 -26 -27
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 -13 -14 -15 15 17 27 18 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0013734314971342945 -0.0013098978194295108 -0.0011435984628743725 0.0013729681830265985 -0.0013729316593978917 -0.0010423796702179573 0.00134200529205492 -0.0013206462519584621 0.0013729719493076665 -0.001239641336420919 -0.0011205927062222178 -0.0013730086711722636 0.0010470738851623984 -0.00087496368336864659 0.0010576479711882859 -0.00074713175483121191 0.00089658056977779733 -0.00055334424460106563 -0.001079560040731351 0.00089188845118295631 0.00069717247548764982 -0.0011774208361343362 -0.00071200830056617902 -0.0012520450889084394 0.0012578947312749094 -0.00099569482578052045 -0.00047502544898070799 -0.0009693141379781533 0.0007985842253483606 0.00037019205425509047 0.00036320968494141199
leaf_weight=0.0013264943764852424 0.0014191744088556382 0.0023229723261675153 0.0013039498806870489 0.0011531070418731018 0.0015110413107377587 0.0011326116223884233 0.0010317029513142719 0.0012583691657273013 0.0010152790907937961 0.0013806581780475549 0.0018388302248856228 0.0018881551624190243 0.001824624950163666 0.0019899481628051765 0.0025100446967705184 0.002670380326437626 0.0024889937587460054 0.0012612544186763044 0.0023018611195766417 0.0039043270574747871 0.0010244355429849241 0.0022049990982040404 0.0010998904624461838 0.0011027807613572587 0.0020778478836476202 0.0020249083323307096 0.0010619193715584166 0.0010628944088786341 0.0010382636141912371 0.017416877589352196
leaf_count=15 64 122 97 193 146 41 35 99 10 274 525 24 174 91 385 148 143 177 17 95 35 62 209 33 69 35 58 39 9 486
internal_value=0 -5.36113e-05 -1.40481e-05 -4.28956e-05 -1.35513e-05 1.25204e-05 -1.30056e-05 1.02713e-05 3.84496e-05 8.02117e-06 3.698e-05 6.1531e-05 2.49755e-05 5.84319e-05 1.6207e-05 9.15205e-05 -0.000566379 0.000145235 9.02948e-05 0.000132143 6.17827e-05 0.000103639 3.89014e-05 9.16317e-05 0.000163308 0.000112203 0.000211414 -0.000148783 -0.000540592 0.000275905
internal_weight=0 0.0663221 0.0639991 0.0626952 0.061276 0.0601229 0.0589903 0.0579586 0.0564475 0.0551892 0.0538085 0.0527932 0.0509051 0.0490805 0.0470905 0.0416998 0.00539072 0.0391897 0.0365194 0.0352581 0.0313538 0.0303293 0.0280275 0.0269276 0.0247226 0.0236198 0.0205037 0.00355189 0.00311611 0.0194418
internal_count=3910 3895 3773 3676 3612 3419 3378 3343 3197 3098 2824 2814 2790 2616 2525 1818 707 1433 1285 1108 1013 978 961 752 690 657 579 182 78 521
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=45 14 403 1429 1374 151 4 403 11 51 3 38 159 159 150 160 2 156 1374 150 40 42 133 151 39 3 3 0 3 42
split_gain=0.00108542 0.000986904 0.000671872 0.000669784 0.000604395 0.000621086 0.000867726 0.000663762 0.000614939 0.000536553 0.000499915 0.000570787 0.000520765 0.000628243 0.000508931 0.000982295 0.00048082 0.000412217 0.000409358 0.000509936 0.000437563 0.000999866 0.000652829 0.000774166 0.000609044 0.000413166 0.00045496 0.000406405 0.000352257 0.000287154
threshold=-0.080134999999999984 0.077685000000000018 0.10020000000000001 -1.0000000180025095e-35 0.090240000000000015 -0.40391999999999995 0.28937500000000005 -0.088854999999999976 0.080455000000000013 0.10589500000000002 -0.15327499999999997 0.091770000000000004 0.10519500000000001 0.073745000000000019 -0.15013499999999999 -0.217635 -0.14847999999999997 1.0000000180025095e-35 -0.095439999999999983 0.095565000000000011 0.028705000000000001 -0.10770999999999999 -0.0023199999999999996 -0.084129999999999996 0.084600000000000022 -0.074234999999999982 0.13772500000000001 -0.10131499999999999 -0.077894999999999978 0.085330000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 10 16 -9 12 13 14 -12 -16 -8 18 -17 20 21 -20 -23 -24 25 28 27 -27 29 -25
right_child=1 -3 -4 4 -6 6 9 8 -10 -11 11 -13 -14 -15 15 17 -18 -19 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014864551021191743 -0.0010527707416988171 -0.0011626401918660529 -0.0011783644282923062 -0.00093362489187094329 -0.0010201031432899364 -0.0011721110208606975 0.00021331306515034611 0.00069162737074319634 -0.000994181219627729 -0.00028057987787572398 0.0010278457820427783 -0.0010350485720799954 -0.00093766439743766465 0.0007800217772661554 -0.0012759405093894676 -0.00056633204176475042 0.0012665993661418124 -0.00085401629079558995 -0.001262178094764967 0.00099830375011298461 0.0009942236485713928 -0.00086970540661445361 -0.0007550832989327744 0.00070946517272812873 0.0014014343584844559 0.00012921036561363688 0.00045737927637436962 -0.00078709931304289627 0.001297306874573495 -6.3181702189798092e-05
leaf_weight=0.0010165200732217263 0.00128569742969764 0.001743948861650634 0.0010864976817872565 0.0013331247496530798 0.0011656217105899805 0.0010124200540140285 0.0014716956562725869 0.0027622442686947501 0.001205588550817537 0.0010691803328768401 0.0010945919924552064 0.0010692214196081897 0.0010907764395340349 0.0027778682558858838 0.0012787286237141418 0.0018462473875047172 0.002736988060010769 0.0010378558248047556 0.0012106775019035667 0.0015002641962738031 0.0011327361852782039 0.0013125412490818658 0.0016040801639887201 0.0023593177365910213 0.001090430843634139 0.0023000497052123592 0.0030017718009389682 0.0019968620320238951 0.0011204413954470915 0.0019320345530946526
leaf_count=15 180 122 275 78 67 487 48 49 81 22 17 43 180 187 249 28 299 157 101 40 16 427 116 140 53 37 42 134 52 168
internal_value=0 -6.54096e-05 -2.37077e-05 4.29582e-06 3.55292e-05 6.45855e-05 9.70309e-05 1.39654e-05 4.85465e-05 0.000659473 8.6051e-05 3.16641e-05 7.0083e-05 0.000108522 3.62744e-05 -7.62477e-06 0.000898285 6.15503e-05 0.000103957 0.000164144 9.84884e-05 4.18943e-05 0.000136335 0.000222052 0.000335624 0.000244188 1.34832e-05 -0.000296617 0.000555332 0.000361607
internal_weight=0 0.0476295 0.0458856 0.0447991 0.0435134 0.0423477 0.0410146 0.0357368 0.0347243 0.00527786 0.0335187 0.0307565 0.0296873 0.0285965 0.0258186 0.024724 0.00420868 0.0234453 0.0224075 0.0205612 0.0190609 0.0179282 0.0167175 0.015405 0.0138009 0.0127105 0.00729868 0.00429691 0.00541179 0.00429135
internal_count=3910 3895 3773 3498 3318 3251 3173 2804 2317 369 2236 2187 2144 1964 1777 1760 347 1511 1354 1326 1286 1270 1169 742 626 573 213 171 360 308
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=45 14 30 156 151 1429 4 403 158 375 1373 403 133 480 457 457 49 447 2 151 1 151 52 52 0 15 156 38 130 52
split_gain=0.00128696 0.00133635 0.00115849 0.00104329 0.000948752 0.00090366 0.00125447 0.000904121 0.000869384 0.000848959 0.000872634 0.000785908 0.00068472 0.000640776 0.000621588 0.0011368 0.000730277 0.000697941 0.000955147 0.000844338 0.000679725 0.000936589 0.000747548 0.000939831 0.000858736 0.000642055 0.00061014 0.000678411 0.000596859 0.000736251
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 0.50657000000000008 0.10020000000000001 0.11015500000000002 0.087245000000000017 0.099250000000000019 -0.088854999999999976 -0.26719999999999994 0.086230000000000015 -0.15747999999999998 -0.0034949999999999994 -0.24167999999999998 0.089095000000000021 -0.0098549999999999974 0.056555000000000001 0.077800000000000022 -0.083919999999999981 0.11401500000000002 0.10701500000000001 0.15480500000000005 -0.073314999999999991 0.090135000000000007 0.087760000000000019 -0.084569999999999992 0.28122000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 -7 -13 14 -14 -16 -17 18 -18 20 21 -20 23 24 -23 -21 27 28 -22 -30
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 13 -15 15 16 17 -19 19 25 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001268640842060703 -0.0012683749113456021 -0.00099524691198295658 0.0012683920189164723 -0.0011850248746575528 -0.00097167633518365957 -0.00082621694871710385 0.0012010611736432825 -0.0010334446325279544 -0.0011438184828759233 -0.0011028878167952802 -0.0010908379940339828 -0.00082148300681721337 0.00095826761808330389 -0.0008569197604247525 -0.00083105019034031714 -0.00067565986074249291 -0.00046788440798708553 0.0011517275761834592 -0.0010235041301877258 0.00036774645129494321 -0.00026395628463211104 0.00033507039472707072 -0.00069942475409404592 0.0012540661245389547 -0.00055708373020548396 -0.00084850351258172491 -0.00038918979995623197 -0.00049875681555227756 0.00076254741994306137 4.7632127115345797e-05
leaf_weight=0.0011977808426308903 0.0011022890230187867 0.0023581837608244163 0.0010986649152213692 0.0011089345165729006 0.0015017242136758915 0.0014647671418033239 0.0014226476582912531 0.0013421058244684749 0.001012088199162652 0.0010199288607868331 0.0010285772054032796 0.0012204911982455205 0.0015262566699902882 0.0010139966815407844 0.0018769025608715842 0.001557196920145997 0.0033533401301930532 0.0012260326795683332 0.0011236437467054836 0.0010991910861264387 0.0012793333356171379 0.0085650212940047224 0.0013905116872747767 0.0014145676030810081 0.0021765657393082458 0.0019138777350562455 0.0012996068385291428 0.0010123793026650665 0.013134851295188099 0.0028135967645006579
leaf_count=15 193 122 97 64 146 486 154 263 144 35 29 163 36 123 204 37 107 81 72 29 32 481 139 20 25 49 80 16 377 91
internal_value=0 -5.83885e-05 -2.22294e-05 -4.58619e-05 -2.29824e-05 -6.83617e-07 2.5222e-05 -5.26754e-06 2.05145e-05 4.29558e-05 6.56527e-05 8.92256e-05 0.000116593 0.000140556 0.000162185 0.000135326 0.000177157 0.000208926 0.000180439 0.000238845 0.000295534 8.92077e-05 0.000181503 0.00028227 0.000154293 -0.000404806 0.000450443 0.000510267 0.000569561 0.000636423
internal_weight=0 0.0634573 0.0610991 0.0600004 0.0588981 0.0577892 0.0562875 0.0548648 0.0535227 0.0525106 0.0514907 0.0504621 0.0489974 0.0477769 0.0467629 0.0452366 0.0433597 0.0418025 0.0405765 0.0372231 0.0342101 0.0146703 0.0135467 0.0121562 0.0107416 0.00301307 0.0195398 0.0182402 0.0172278 0.0159484
internal_count=3910 3895 3773 3676 3483 3419 3273 3119 2856 2712 2677 2648 2162 1999 1876 1840 1636 1599 1518 1411 1333 737 665 526 506 78 596 516 500 468
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=20
num_cat=0
split_feature=2 8 14 11 124 12 13 13 457 15 42 133 160 1 1 0 2 4 49
split_gain=0.000155657 0.000166651 0.000172612 0.000166495 0.00014149 0.000245744 0.000191757 0.000207272 0.000178174 0.000272371 0.000264367 0.00027431 0.000369999 0.000373537 0.000394204 0.000338116 0.000240328 0.000246582 0.000274668
threshold=0.14808000000000002 1.0000000180025095e-35 0.077685000000000018 0.081130000000000022 -0.061329999999999989 -0.092644999999999991 -0.15355999999999997 -0.48634999999999995 -0.0015249999999999997 0.084565000000000015 0.091955000000000023 -0.036599999999999987 -1.0000000180025095e-35 0.11215000000000001 0.099595000000000017 -0.11287999999999999 0.083585000000000007 -0.060264999999999992 -0.047309999999999998
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 -1 7 -6 -8 10 11 -10 15 14 16 -13 -14 -18 -19
right_child=-2 -3 -4 -5 6 -7 8 -9 9 -11 -12 12 13 -15 -16 -17 17 18 -20
leaf_value=-0.00038905913511091972 0.0014428079126488182 0.001444134794590103 -0.0017342858501853192 -0.0016523630973076808 -0.00036266690225450092 0.0022485898712605395 -0.0016914722014196005 0.0020618171529171231 0.0020869530498073925 -0.0015842131381130962 -0.0013114312382977984 -5.2967275184873467e-05 -0.0010717125009735385 -0.0010787954351771268 0.0031304028256598543 -0.0030009839681380481 0.0027164477151039794 0.0017107616341452605 -0.0010570486000652125
leaf_weight=0.0011537671504231461 0.0011234654318708062 0.0010968471373624658 0.0010973005261453719 0.001064309593377998 0.0010575607100342665 0.0011564571122864012 0.0013452233829658313 0.0012676697619839949 0.0012320713959992494 0.0019117926265507521 0.0019925172874807615 0.0015901745551598623 0.0011850130146675618 0.0018040475157854452 0.0011650634020785589 0.0010602992089003864 0.0010104881826672428 0.001172628546786572 0.0011723555312261056
leaf_count=92 173 92 113 145 30 169 273 83 253 1143 291 63 121 71 80 362 105 43 208
internal_value=0 -9.64032e-05 -0.000168495 -9.15909e-05 -1.3519e-05 0.000931301 -0.000128601 0.000959114 -0.00028058 -0.000156501 4.74254e-05 0.000285093 6.65889e-05 0.000525024 0.00103214 -0.0012323 0.000493735 0.00104659 0.000327018
internal_weight=0 0.0245356 0.0234387 0.0223414 0.0212771 0.00231022 0.0189669 0.00232523 0.0166417 0.0152965 0.0133847 0.0113921 0.0101601 0.0075096 0.00570555 0.00265047 0.00454049 0.00335547 0.00234498
internal_count=3910 3737 3645 3532 3387 261 3126 113 3013 2740 1597 1306 1053 628 557 425 477 356 251
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=146 45 52 31 14 457 457 151 16 2 1456 43 42 376 1 49 52 15 52 48 0 13 2 0 0 16 48 52 42 2
split_gain=0.000837486 0.00107418 0.000676739 0.000581261 0.00053969 0.000554022 0.000873785 0.000521827 0.0007452 0.000807192 0.000618948 0.000576006 0.000746568 0.000735061 0.000785694 0.000733915 0.000966172 0.000645231 0.00057968 0.000476772 0.000427397 0.000402321 0.000536769 0.000531854 0.000445371 0.000384089 0.0003414 0.000312098 0.000357746 0.000819834
threshold=0.10949000000000002 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.064610000000000015 -0.15747999999999998 -0.0034949999999999994 -0.40391999999999995 -0.50585499999999983 0.099675000000000014 -1.0000000180025095e-35 0.25671000000000005 -0.10770999999999999 0.08801500000000001 0.11235500000000002 -0.086904999999999996 -0.081429999999999989 -0.095799999999999982 -0.077699999999999977 0.091555000000000011 -0.11756999999999999 -0.083924999999999986 0.11085000000000002 0.12500000000000003 -0.069954999999999976 -0.064504999999999993 0.10329000000000001 -0.087094999999999992 0.085195000000000007 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 -9 -10 12 18 14 15 -14 27 -18 -12 21 -16 -19 23 24 -23 -22 -21 28 29 -17
right_child=-2 2 3 4 -6 6 7 8 10 -11 11 -13 13 -15 20 16 17 19 -20 26 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015464329410528755 -0.0014029363378217361 -0.0011012940920481266 0.00082416432744697769 0.00096343491311021102 -0.0011225317400328169 -0.0010811057621655379 -0.0009876772198181233 -0.00014003844986533903 -0.0010229129615121364 0.0012963180860022224 -5.0341106830412204e-05 -0.00087383929901188996 -0.0010323233914060642 0.0013870954028145969 4.4623761599181997e-05 -0.00086054177984517665 -0.0008322908098206196 0.00028199191395252487 -0.0014741080200673725 0.0012183879495913908 0.0014293805045798077 -0.00068431542269715572 0.0006055593612499942 -0.0014419886115108337 0.00055594671263087866 0.00041038119001739399 -7.6886249962378926e-06 0.0012741485946024807 0.00097154263168357344 0.0010268059227749424
leaf_weight=0.0010330530685251907 0.0010590563160803859 0.0014125342443678237 0.001892224009751863 0.0013169808945825414 0.0010958032061785241 0.0018925096140849354 0.0012490069852830734 0.0016465091889523642 0.0014812314621902569 0.0021648023961549079 0.0014553836803443687 0.001707175297335938 0.0017212943912889847 0.001063423392774431 0.0021869180164673097 0.0012209235070410607 0.0029284641964426551 0.0029785983663164163 0.0012888888503793097 0.0011363487644802097 0.0017484795362832095 0.0022266798081518203 0.0010012399854739673 0.0013919522374941096 0.0010041774701421797 0.0017886882394044781 0.001039393728974769 0.001254883062506088 0.0014773193404944429 0.0010013538562247959
leaf_count=28 11 353 113 44 121 216 66 60 266 131 43 192 83 39 79 98 172 322 112 25 96 741 75 22 95 103 26 56 66 56
internal_value=0 -1.2614e-05 -4.78e-05 -1.42546e-05 -5.16112e-05 -2.32466e-05 -5.56875e-05 -4.83702e-06 2.84178e-05 0.000675804 -4.61193e-05 -3.63904e-07 4.94842e-05 0.000127107 7.57831e-05 -6.6352e-05 2.27478e-05 -0.000188754 -0.000719035 -1.39064e-05 0.000581905 -0.000177435 -0.000420756 -0.000643042 -0.000298832 0.000914089 0.000632668 0.000607879 0.000381885 -1.01066e-05
internal_weight=0 0.0468062 0.0457732 0.0443607 0.0424684 0.0413726 0.0400556 0.0381631 0.0369141 0.00381131 0.0331028 0.0316216 0.0299144 0.0271701 0.0261067 0.0203826 0.0186613 0.0137069 0.00274427 0.0107784 0.00572409 0.00860265 0.00562405 0.00462281 0.00323086 0.00353717 0.00217574 0.00495448 0.0036996 0.00222228
internal_count=3910 3899 3871 3518 3405 3284 3240 3024 2958 191 2767 2501 2309 2154 2115 1837 1754 1478 155 1306 278 1255 933 858 836 199 51 276 220 154
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=19
num_cat=0
split_feature=1374 150 484 1 42 49 15 12 52 0 51 16 474 0 16 4 12 43
split_gain=0.000146514 0.000196036 0.000243236 0.000228747 0.000287967 0.000240331 0.000219776 0.000235057 0.000183467 0.000201641 0.000169243 0.000144117 0.000209983 0.000234391 0.000234881 0.000114888 0.000102483 0.000101362
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.12864500000000004 0.09901500000000002 -0.085174999999999987 -0.03231499999999999 0.092870000000000022 0.084890000000000007 -0.060094999999999989 -0.025709999999999997 0.25185000000000007 0.084835000000000008 -0.079019999999999993 -0.055679999999999993 0.27223000000000003 0.08401500000000002 -0.091614999999999988
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 -4 7 -3 11 -10 -5 12 13 14 15 16 -7 -11
right_child=1 6 3 10 -6 8 -8 -9 9 17 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0016244597392457993 -0.0019062003819721302 0.0024628208262438014 -0.0016730121322250711 0.00013067253238093136 -0.0021019541928545805 0.00019881291541042046 -0.00055018828469309967 -1.5182354233404903e-06 -0.00191526507388734 0.0011186244359953114 0.0022780099348993421 -0.00092587421237546002 0.0023803519774907452 0.0018517252395640641 -0.00143638795319579 -0.00065976153650551496 0.0019052287819193733 -0.00057987435632913717
leaf_weight=0.0010178795477751015 0.0013437556260368902 0.0018444739339915639 0.0014848861688889778 0.0014439596212039163 0.0013577329299939425 0.0013117026295117445 0.0013952476257541582 0.001161547055915646 0.0014143793108230551 0.0010603874276498004 0.0012705457127271105 0.0011550915786387736 0.0011634186745590469 0.0015807976004358366 0.0015463003847558943 0.0010172243550963245 0.0012809777685820478 0.0016595039505216133
leaf_count=68 583 202 86 71 352 99 139 50 765 23 192 326 107 176 243 69 302 57
internal_value=0 3.70641e-05 -0.000142625 -1.62137e-05 -0.000211257 -3.63256e-05 0.000857297 0.00151058 0.00014793 -0.000601083 0.00113575 0.00048989 0.000696884 0.000406164 -3.70182e-05 0.000562401 0.00104191 8.2309e-05
internal_weight=0 0.0244919 0.0200907 0.0187469 0.0160324 0.0146747 0.00440127 0.00300602 0.0131898 0.00413427 0.00271451 0.00905551 0.00790042 0.006737 0.00515621 0.0036099 0.00259268 0.00271989
internal_count=3910 3842 3451 2868 2605 2253 391 252 2167 845 263 1322 996 889 713 470 401 80
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=21
num_cat=0
split_feature=128 10 1 12 43 52 52 48 2 48 16 15 15 3 1 1 1 16 13 13
split_gain=0.000152395 0.000183098 0.000196902 0.000291359 0.000263413 0.000247384 0.000300774 0.00029211 0.000386247 0.000254633 0.000217384 0.000203834 0.000183593 0.000172161 0.000273159 0.000166243 0.000185946 0.000141249 9.37315e-05 3.00669e-05
threshold=1.0000000180025095e-35 0.08302000000000001 0.12263000000000002 0.099370000000000014 -0.18906999999999999 0.084890000000000007 1.0000000180025095e-35 0.11930500000000001 0.099015000000000006 0.091555000000000011 -0.061204999999999989 -0.017214999999999998 -0.066534999999999997 0.090325000000000003 0.095575000000000007 0.088135000000000005 1.0000000180025095e-35 -0.019979999999999994 -0.091849999999999987 -0.026374999999999999
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 6 7 8 13 17 -4 -12 -7 14 15 16 -6 -10 -5 -14
right_child=-2 -3 10 18 5 12 -8 -9 9 -11 11 -13 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013465627659994105 -0.0012309239636957706 0.0012548768894306761 0.0015650648468067221 -0.00064266062975096218 -0.0015097802022563083 0.00013528337554157211 0.0015752141202212769 -0.0017598934592991681 0.001033279830475294 0.0022271820207842774 -0.00080560901711134673 0.0011033425508686172 -0.0011566872156787348 0.00061095196070906751 0.00039943698961120079 -0.0022960386303114231 0.00024784958407149166 -0.00054981076779351721 -0.0020448044664911798 -0.0019498324067609304
leaf_weight=0.0013492280013385162 0.0010531724660423477 0.0012307032380460816 0.0015722125499405548 0.0010145279593536394 0.0014600672007115713 0.0010314872260215324 0.0012345918628563499 0.0010375206652835098 0.001353475933503212 0.0010934735332295276 0.0013822381768955339 0.0010342623706645062 0.0010173981001107835 0.0013929685332496611 0.0017036342594689557 0.0010155007409524686 0.0011287652466401843 0.0010652464736158329 0.0010025206271157541 0.0010046939457598611
leaf_count=86 296 93 186 33 585 179 222 51 107 77 84 48 433 75 135 229 164 215 366 246
internal_value=0 3.28925e-05 -3.27977e-05 -0.000171334 -3.18051e-05 -0.000151488 5.14453e-05 -0.000115766 5.12562e-05 0.000924835 0.000623814 1.14224e-05 -0.000981227 -0.000406617 -0.000673657 -0.00118087 -0.00074343 0.00033606 -0.00133956 -0.00155077
internal_weight=0 0.0241245 0.0228938 0.0189051 0.0168881 0.0155388 0.0124852 0.0112507 0.0102131 0.0035122 0.00398871 0.0024165 0.00305358 0.00670094 0.00530797 0.00360433 0.00258883 0.00241872 0.00201705 0.00202209
internal_count=3910 3614 3521 3203 2804 2718 1860 1638 1587 399 318 132 858 1188 1113 978 749 322 399 679
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=19
num_cat=0
split_feature=124 43 123 16 133 12 50 3 4 1 0 15 43 42 2 4 16 4
split_gain=0.000131177 0.000172048 0.000229909 0.000249487 0.000210134 0.000185374 0.000191879 0.00022472 0.000306953 0.000223483 0.000205405 0.000257053 0.000212845 0.000150494 0.000209785 0.000381053 0.000137006 0.000120681
threshold=0.10385500000000002 0.18078000000000002 1.0000000180025095e-35 -0.016294999999999994 0.087330000000000019 -0.013124999999999998 0.10119500000000002 -0.22254999999999997 -0.34687499999999999 0.12485500000000001 -0.070894999999999986 0.079360000000000014 -0.075819999999999985 0.085330000000000003 0.11230000000000001 0.0057500000000000008 -0.094359999999999986 -0.0025899999999999994
decision_type=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 -7 -9 10 11 13 -12 14 15 17 -17 -10
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0017417295261879879 0.0015252967977749607 -0.0019849510222404955 0.0028216557707772551 -0.00034664718811127314 -0.0020109792719479572 0.0021620646989188299 -0.0018856565309147892 -0.0020340325465793814 0.00036017440883719901 0.0017558031274780912 5.8135567337738324e-05 -0.0021245097887547947 0.0028198727803759867 -0.0014807526200829538 -0.0012422413428154042 0.00096446693458428895 0.003124464228921456 -0.0017129891528401117
leaf_weight=0.0013498147142310115 0.0011646192998624452 0.0010427733683011911 0.0012581032512579693 0.0010023544864559133 0.0013105543208730966 0.0012191154055045594 0.0010485540384567718 0.0014394512413442523 0.0014628737716957385 0.0019402607499303679 0.0015047439462345658 0.0014660032429620199 0.0010731008759981191 0.0012417338176302639 0.0015066768229692329 0.0013356137438661486 0.001301403239770238 0.001107337472113331
leaf_count=158 49 258 161 128 883 131 230 118 210 109 116 740 95 213 87 72 51 101
internal_value=0 -0.000103492 -1.65569e-05 0.00141674 -0.000176101 -4.95153e-05 7.99228e-05 0.000204093 4.88838e-05 0.000263971 2.27483e-05 -0.000301489 0.00120779 3.44434e-05 0.000314678 0.000765163 0.00203045 -0.000533017
internal_weight=0 0.0236105 0.0225677 0.00226046 0.0203072 0.0189967 0.0176469 0.0165983 0.0153792 0.0139397 0.0119995 0.00942164 0.00257784 0.00795564 0.00671391 0.00520723 0.00263702 0.00257021
internal_count=3910 3861 3603 289 3314 2431 2273 2043 1912 1794 1685 1474 211 734 521 434 123 311
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=20
num_cat=0
split_feature=2 14 38 124 42 43 13 3 457 0 15 15 0 160 151 1 2 52 484
split_gain=0.000131808 0.00014603 0.000133768 0.000268585 0.00017818 0.000199991 0.000261795 0.000222258 0.000274138 0.000267626 0.000203819 0.000240922 0.000150848 0.000144896 0.000226782 0.000192921 0.000218187 0.000171907 0.000109672
threshold=0.14808000000000002 0.077685000000000018 1.0000000180025095e-35 -0.080564999999999984 -0.10770999999999999 0.18078000000000002 -0.23438999999999996 -0.100615 -0.0015249999999999997 -0.053834999999999994 -1.0000000180025095e-35 -0.10981499999999998 0.12007500000000002 -1.0000000180025095e-35 -0.044604999999999992 0.095575000000000007 0.087995000000000004 -0.062489999999999997 0.08264500000000001
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 -6 10 -9 13 11 -8 -12 18 -15 16 -16 -17 -10
right_child=-2 -3 -4 4 5 -7 7 8 9 -11 12 -13 -14 14 15 17 -18 -19 -20
leaf_value=0.0017992307551482774 0.0014636619645468419 -0.0015658906239145356 -0.0015310834061210428 -0.00154473428581502 0.0020255636206535799 -0.0017780560237777986 0.0002973962712383379 -0.0023201600685152715 -0.0017349621928390627 -0.0020359718759521616 0.0007875176369650643 0.0032242637144901556 -0.0011601236990734377 -0.0010828931300839451 -0.0013894137485140313 0.00047439921128449177 0.0012642421047799502 0.002668134246859168 0.00020538335774132456
leaf_weight=0.0015212466374068248 0.0010523895352571025 0.0011707120537922657 0.0010169994305999621 0.0014051760281939127 0.0012717634952883394 0.0010488809741493179 0.0010252118829305878 0.0011589007561622058 0.0011205061920266388 0.0011679555305298623 0.0018984977428728655 0.0010464627536865834 0.0011920391712116896 0.0013381474987523853 0.0010946120767221443 0.0011841497606921436 0.0011916653129008248 0.0014797083543403033 0.0010289577191569532
leaf_count=203 173 122 76 205 97 229 76 263 425 226 130 56 97 121 636 46 416 102 211
internal_value=0 -8.88071e-05 -1.08815e-05 6.21351e-05 -7.23278e-05 4.10573e-05 0.000151999 2.39361e-06 -0.000348646 -0.000110788 0.000734405 0.00177584 3.63003e-05 0.000155697 0.000484462 0.000908158 -6.26153e-06 0.00169297 -0.00080611
internal_weight=0 0.0233616 0.0221909 0.0211739 0.0196526 0.0182475 0.0171986 0.0159268 0.0107646 0.0096057 0.00516221 0.00207167 0.00309054 0.00843775 0.00628828 0.00495014 0.00228628 0.00266386 0.00214946
internal_count=3910 3737 3615 3539 3336 3131 2902 2805 2446 2183 359 132 227 1957 1321 1200 1052 148 636
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=18
num_cat=0
split_feature=52 376 1 12 48 1 42 43 4 4 12 0 42 13 48 2 4
split_gain=0.000126602 0.000307968 0.000185576 0.00030131 0.000163198 0.000321425 0.00033523 0.000258541 0.000225478 0.000223765 0.00025874 0.000295357 0.000194884 0.000112637 8.81658e-05 8.49972e-05 9.01595e-05
threshold=-0.27466499999999994 0.088415000000000007 0.13662500000000002 0.11655500000000001 0.11930500000000001 0.11327500000000001 -1.0000000180025095e-35 -0.083899999999999988 0.24280000000000004 -0.23071499999999998 0.090385000000000007 -0.23029999999999998 0.086700000000000013 -0.089899999999999994 0.086065000000000016 0.088055000000000008 -0.0065549999999999992
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 12 -7 -9 11 14 -8 -13 -11 16 -15
right_child=1 -3 -4 -5 -6 8 7 9 -10 10 -12 13 -14 15 -16 -17 -18
leaf_value=-0.0011454138699478497 -0.0022044770248096086 0.0025145200145861458 0.0016233716376953826 -0.0023443584101575749 -0.0015401720426282256 0.00013817399209079087 0.0022420864826731028 -0.0019112484596712591 0.0029681356265779872 0.0020474194570568715 0.0015772801314810957 7.8046509689666034e-05 -8.2768814095832485e-05 7.3630256923602468e-05 0.00017597017717695175 -0.0022849804277873531 -0.0017811524841091319
leaf_weight=0.0019109819760550198 0.0014648484622609712 0.0010244832482432234 0.0013019370379404585 0.0012193886689491054 0.001337416403437707 0.0010749120462287811 0.001757773036911491 0.0014518003534682534 0.0012779438480823302 0.0010011293422551555 0.0017666526756688616 0.0015155879947356095 0.0013011959420266006 0.0011005626298743161 0.0010908108381073589 0.0013870835468339782 0.0010736325693870988
leaf_count=425 854 76 182 130 85 107 263 93 137 73 451 274 140 266 38 175 141
internal_value=0 7.62113e-05 -4.20506e-05 -0.000151445 -7.69106e-06 0.000111028 -0.000135795 8.95698e-05 0.00167526 -0.000253099 1.63111e-05 -0.000368368 0.00125316 -0.000961704 0.00107158 -0.00140419 -0.000842274
internal_weight=0 0.0221472 0.0211227 0.0198207 0.0186013 0.0172639 0.0149111 0.0134462 0.00235286 0.0103873 0.00893546 0.00716881 0.00305897 0.00507687 0.00209194 0.00356128 0.0021742
internal_count=3910 3485 3409 3227 3097 3012 2768 1914 244 1511 1418 967 403 856 111 582 407
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=45 14 31 453 1374 2 2 484 148 147 41 4 457 40 151 12 15 0 0 4 2 2 2 40 15 43 52 3 2 3
split_gain=0.0010706 0.00121503 0.000947647 0.000615201 0.000605071 0.000740118 0.000766584 0.000725521 0.000685377 0.000748174 0.000920746 0.00111931 0.000636932 0.000710516 0.000733714 0.000807544 0.000529086 0.00073205 0.00163476 0.000634014 0.000588076 0.000785224 0.00050831 0.00106983 0.00110345 0.000440416 0.000436134 0.000556633 0.0003985 0.000523424
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.091855000000000006 0.090240000000000015 0.10910500000000002 0.11230000000000001 -0.079734999999999986 -0.082084999999999977 0.085900000000000018 0.078150000000000011 0.28937500000000005 -1.0000000180025095e-35 -0.0099849999999999991 0.044055000000000004 0.092365000000000017 -0.11739999999999999 -0.10575999999999998 -0.089879999999999974 -0.49837999999999999 0.08400500000000001 0.089910000000000004 0.08400500000000001 0.028705000000000001 -0.053579999999999996 -0.10254999999999999 0.098910000000000012 -0.115685 0.114165 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 11 16 -8 -14 15 28 -10 20 -19 25 -18 -22 23 24 -21 -20 27 -24 -15 -30
right_child=1 -3 3 -5 -6 6 12 8 9 -11 -12 -13 13 14 -16 -17 17 18 19 22 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012194825211774972 0.00082465489919669906 -0.00099831458531999618 -0.0010778356754810817 -0.00096237314986421585 -0.00088935833889494545 0.0010172674505352771 0.0010329619687553604 -0.0010382685077657136 -0.00065035119981183523 0.00093489217611866923 -0.00084514014645169807 0.0012191579660372125 0.00063989257413912251 -0.00045622550562923633 -0.0011002767584702429 -0.00074554855129296718 0.0007419205974192835 -0.0012191549373937675 -5.105002623828194e-05 0.0001465217639921481 -0.00075830526744209649 0.00035845333653868251 0.0011368906247065738 0.00088742807593885828 -0.0011132143790047544 -0.001165151366191135 -0.0003480344572171669 0.00024112608606163767 0.00095060251297547009 8.2268365345084351e-05
leaf_weight=0.0010204169087728579 0.0019654021642825361 0.0018997394014290672 0.0010797157664748083 0.0010488764001195241 0.0011560462930013662 0.0016760402434750086 0.0010655269403940801 0.0010324903556480072 0.0020521453206386797 0.0011529705151325223 0.0020941591159555619 0.001064392372870592 0.0023143592020673518 0.0010174357064478556 0.0010058270030768313 0.0016195240329968108 0.0028889978150345883 0.0018788479436341763 0.0010160716898610644 0.0020775902779179845 0.001309260857794925 0.0032791778938197069 0.0013170065550340733 0.0010703949483286124 0.0020558894372442581 0.0010962059460837168 0.0012775405762781578 0.0047462521243658677 0.0015928442801582676 0.002928115534770015
leaf_count=15 111 122 339 45 64 90 18 55 160 56 82 54 154 19 16 212 32 237 10 121 33 100 30 5 484 101 244 701 87 113
internal_value=0 -4.14374e-05 -4.99295e-06 -3.90248e-05 -1.83594e-05 3.66948e-06 0.000246853 -9.5281e-05 -6.15051e-05 -2.83056e-05 -6.63066e-05 -6.18809e-06 0.000134996 4.36808e-05 -0.000125341 1.16569e-05 -5.62257e-05 -5.45236e-06 -0.000148584 -1.1349e-05 0.000311072 3.97985e-05 9.26907e-05 -0.000198762 -0.000480039 -0.000629234 0.000299301 0.000435696 0.000233077 0.000388204
internal_weight=0 0.0517788 0.0498791 0.0479137 0.0468648 0.0457088 0.0132197 0.0324891 0.0314094 0.0303769 0.0292239 0.0271298 0.0115436 0.0104781 0.00816375 0.00715792 0.0260654 0.0240132 0.0165358 0.014657 0.00747744 0.00458844 0.0125447 0.00520387 0.00413348 0.00211228 0.0073408 0.00606326 0.0055384 0.00452096
internal_count=3910 3895 3773 3662 3617 3553 709 2844 2505 2450 2394 2312 619 601 447 431 2258 2098 1933 1696 165 133 1585 610 605 111 975 731 219 200
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=45 14 156 4 457 31 403 457 403 158 375 376 42 482 156 52 1374 4 0 1 475 42 43 16 4 0 46 42 1 2
split_gain=0.00144869 0.0011111 0.00105619 0.000937726 0.000982722 0.000889673 0.000722668 0.000662351 0.000706931 0.000717598 0.000685434 0.000817247 0.00166337 0.000661992 0.000664976 0.000627166 0.000905917 0.000976345 0.00102599 0.000792363 0.000721842 0.000600832 0.00102431 0.00071447 0.000732756 0.000908515 0.000716842 0.000590365 0.000573614 0.000802027
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.51224500000000017 -0.23052999999999998 -1.0000000180025095e-35 0.10020000000000001 -0.0034949999999999994 -0.092224999999999988 0.11015500000000002 0.087245000000000017 0.048375000000000008 -0.089024999999999979 0.089480000000000018 0.11896500000000002 -0.048794999999999991 -0.094679999999999986 -0.0031049999999999997 0.048950000000000007 0.10871500000000002 -0.083559999999999982 -0.13165499999999997 -0.15109999999999998 0.15737500000000001 -0.39075499999999991 0.12500000000000003 0.083550000000000013 0.081685000000000021 0.099595000000000017 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 13 -13 14 15 16 -10 18 19 20 -18 -17 -23 24 -24 26 28 -19 29 -26
right_child=1 -3 3 -5 5 6 -8 8 9 -11 -12 12 -14 -15 -16 21 17 27 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014007143618205713 -0.0014004072605703704 -0.0011440681131004839 0.00091717376334015299 0.00093437622717891229 0.0007473185057951426 -0.00083943078239976743 -0.0012392261456198516 -0.0012859031023344405 -0.00068140610594913875 -0.0013059732700418988 -0.0012667388192641885 -0.00051133028493274683 0.001340881409662366 -0.0012729637210886766 -0.0010182728835077864 -0.001241757410857277 0.00032109710606832329 0.0010462342795149085 0.0010492945674166218 0.00059508052425264748 -0.0010393909391086902 0.00045533662749236078 0.00082003126971579964 -0.0011350689274000564 -0.0012114626165516077 -0.0012465826387632153 -0.0011603561717500245 0.00011591444414442554 0.00018197520890398067 -0.00014740387185967102
leaf_weight=0.0010653280972974235 0.0014238240151924755 0.0025911187492146928 0.0014855752423557069 0.001444715891428138 0.0017488583860405518 0.00340064528110151 0.0014598649838035707 0.0011519106303916607 0.002338562852742144 0.0010790742944042355 0.0010574772759266429 0.0017525555949760019 0.0020780494136620744 0.0010620571435140383 0.0016773502668030451 0.0011357177230630891 0.0010367933531068019 0.0035278992477660856 0.0012261227699710275 0.0012543638825057712 0.0029142389235459207 0.003949498723681443 0.0011996998235019726 0.0019210903222433009 0.0017348783919040184 0.0018284804158632531 0.0014194621555816403 0.0021543304374000982 0.0068595924848571252 0.0069677935510874534
leaf_count=15 193 122 40 164 72 257 263 446 24 142 32 16 78 106 107 76 31 78 30 54 210 75 18 35 206 18 29 74 214 685
internal_value=0 -0.000245585 -0.000208211 -0.000180322 -0.000207424 -0.00023626 -0.000266874 -0.000240937 -0.000201284 -0.000176383 -0.000151556 -0.000127008 0.000493469 -0.000180772 -0.000153887 -0.000118924 0.000116528 0.00027057 -0.000103103 -0.000374549 -0.000682384 -0.000244879 -0.000201132 -0.000319354 -0.00024104 -0.000308714 -0.000207731 0.000693518 -0.00012084 -0.000359524
internal_weight=0 0.0648816 0.0622905 0.0608667 0.0594219 0.0579364 0.0561875 0.0547276 0.051327 0.0501751 0.049096 0.0480385 0.00383061 0.0442079 0.0431459 0.0414685 0.0144523 0.0121137 0.00643152 0.0052054 0.00395103 0.0270162 0.0258805 0.021931 0.0200099 0.0188102 0.0169817 0.00568223 0.0155623 0.00870267
internal_count=3910 3895 3773 3580 3416 3376 3304 3041 2784 2338 2196 2164 94 2070 1964 1857 501 477 325 295 241 1356 1280 1205 1170 1152 1134 152 1105 891
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=20
num_cat=0
split_feature=453 4 2 11 14 9 2 151 52 13 48 3 150 51 49 16 1 0 16
split_gain=0.000118955 0.000183728 0.000303032 0.000200071 0.000189823 0.000158764 0.000156078 0.000249303 0.000225006 0.000257009 0.000195259 0.000185822 0.000158145 0.000167035 0.000193517 0.000188277 0.000224775 7.28427e-05 5.74438e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.077165000000000025 -0.41608999999999996 -1.0000000180025095e-35 0.091985000000000011 -0.051109999999999996 0.11401500000000002 -0.090744999999999978 0.099240000000000009 -0.115685 0.085360000000000005 -0.089214999999999989 -0.013049999999999997 -0.15168999999999996 0.079945000000000016 -0.053834999999999994 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 12 -8 9 18 11 -11 13 17 -15 -16 -17 -7 -9
right_child=-2 2 4 -5 -6 6 7 8 -10 10 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.0017851154862169386 -0.0016194547524808502 -0.00081570277766631618 0.00045178120786985485 -0.0022072077338178295 0.0032069444771375974 0.001679683879852963 0.002213076763256426 0.00093251442787715738 -0.0017632540222566838 0.00051168790543835638 0.0012582331964212244 -0.0018938948551634636 -0.0022768955738122314 0.0010567459756208354 5.3299981271627145e-05 -0.00072849241432321188 -0.0036180897233786253 -0.00013245080000052938 0.0025317035617852569
leaf_weight=0.0010577311381498858 0.0010568798799241988 0.0013458106473862586 0.0010069286201170868 0.0010439698714622683 0.0013903225312613668 0.0010648053127054746 0.0013414103219715487 0.0010423426782599776 0.0014464830093527115 0.0012235668880435932 0.00130671542630445 0.0019371367896540686 0.0011649260666710681 0.0010112063288708617 0.0014889888475413358 0.0013108509441082834 0.0012080170800561896 0.0010088157277579057 0.0010559659293605259
leaf_count=62 99 68 89 212 247 136 153 63 272 23 88 476 184 91 88 918 552 55 34
internal_value=0 3.79242e-05 0.00101944 -0.000148444 0.00204968 -3.33179e-05 -0.000142533 0.000284919 -3.78948e-05 0.000342216 -0.000313043 -0.000962649 -0.000626719 -0.000355689 -0.000832368 -0.001309 -0.00211431 0.000798081 0.0017373
internal_weight=0 0.023456 0.00374306 0.0197129 0.00239725 0.018669 0.0176112 0.00935362 0.00801221 0.00656573 0.00446742 0.0031607 0.00825761 0.00709268 0.00501906 0.00400786 0.00251887 0.00207362 0.00209831
internal_count=3910 3811 404 3407 336 3195 3133 1109 956 684 587 499 2024 1840 1649 1558 1470 191 97
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=146 45 1429 151 4 403 14 403 1374 48 11 1456 38 1374 480 1 1 49 13 15 49 133 13 39 1 52 43 52 0 4
split_gain=0.00104787 0.00116845 0.000664347 0.000648036 0.000750276 0.000658967 0.000663756 0.00057069 0.000603437 0.000624936 0.000837181 0.000553772 0.000517277 0.000557121 0.000483784 0.000551716 0.000652922 0.000598959 0.000571553 0.000492038 0.000491168 0.000436802 0.000490888 0.000420613 0.000714894 0.000380767 0.000370641 0.000351679 0.00033545 0.000309096
threshold=0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.096520000000000009 0.077685000000000018 -0.088854999999999976 0.089520000000000016 -0.064549999999999982 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.099595000000000017 0.096490000000000006 0.073145000000000016 -0.057284999999999996 -0.10192499999999999 -0.085974999999999982 0.087035000000000015 -0.45122499999999993 0.12773500000000002 0.12200500000000002 -0.068164999999999989 -0.083899999999999988 -0.11271999999999999 -0.032484999999999993 0.11205000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 29 11 -11 13 -13 15 16 19 18 -17 -15 -21 25 -23 24 -20 27 -27 -22 -28 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12 12 -14 14 -16 17 -18 -19 23 20 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013732147383278572 -0.0012820445534479346 -0.0010549384263666326 -0.0009359848346093499 -0.00092361082337778051 0.0010930697295594585 -0.0010918993624467797 -0.0010198115349526562 0.00030650714892394156 -0.00095087458421805261 -0.00077206318028310661 -0.00097323373490726037 -0.00058382530309889532 -0.00051213283869154806 -0.000604581098281585 -0.00064769818968032835 0.00080104416655969648 -0.00093367360601702767 0.0012386763366245199 0.00036646368129070504 -0.00056805921626075853 0.0001748481219809656 0.00042910653248735413 -0.00082408235202239568 0.00081152483532447245 -0.00084486854191725773 0.00069705338314169989 0.00030557027425636357 0.0010995428282222553 -0.00052037548073745636 0.0013729494286749404
leaf_weight=0.0011398594903297967 0.0012326529390520582 0.0011708213878788279 0.0013691592363365137 0.0010990516287269205 0.0012013610415393386 0.0010299747746264068 0.0011226710825047439 0.0010119813154574322 0.001039541564300527 0.0012869709449493385 0.0014016529458444884 0.0016362540839036646 0.0020938833450614416 0.0013298121257148054 0.0011083397863611557 0.003435820725959716 0.0010357442385924278 0.0018369949284986484 0.0021540150407570726 0.0012038400347815807 0.0011042723401057941 0.0012060174212820129 0.0011517099308273613 0.0011114460649253033 0.0016006144687636947 0.00243992662279169 0.0026945434893203444 0.0026011349445749206 0.0014126672413539345 0.0010372868316839146
leaf_count=28 11 181 85 492 200 276 116 85 62 301 66 50 61 126 198 144 40 66 120 69 87 7 229 22 32 81 485 87 30 73
internal_value=0 9.34781e-07 -3.4674e-05 -6.73577e-06 2.40051e-05 -7.95444e-06 2.05579e-05 5.12675e-05 8.02768e-05 0.00011014 6.55662e-05 0.000110445 0.000146897 0.000194378 0.000240805 0.000278222 0.000120873 0.000529319 0.000372357 0.000192997 0.000269775 0.000349759 -0.000183055 6.96712e-05 -0.000149932 0.000472288 0.000273251 0.000823969 2.14878e-05 0.000846313
internal_weight=0 0.0450674 0.0439275 0.0427567 0.0413875 0.0401862 0.0391562 0.0380335 0.0369345 0.0358949 0.0338457 0.032444 0.031157 0.0290632 0.0274269 0.0263186 0.0161797 0.0101389 0.0083019 0.0151439 0.0138141 0.0126103 0.00235773 0.00486608 0.00375463 0.0102525 0.00654714 0.00370541 0.00410721 0.00204927
internal_count=3910 3899 3871 3690 3605 3405 3129 3013 2521 2459 2301 2235 1934 1873 1823 1625 1241 384 318 1201 1075 1006 236 174 152 770 596 174 515 158
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=21
num_cat=0
split_feature=8 146 38 124 2 484 1 42 3 15 47 0 49 0 1 3 43 48 0 15
split_gain=0.000126432 0.000157495 0.000144108 0.000210073 0.000207322 0.000189942 0.000137031 0.000245931 0.000268701 0.000534733 0.000420687 0.00026208 0.000282949 0.000238228 0.000218933 0.000298054 0.000249779 0.000186181 0.000110892 5.66072e-05
threshold=1.0000000180025095e-35 0.082850000000000021 0.084445000000000006 -0.048219999999999992 0.094825000000000007 -0.0043499999999999988 0.12864500000000004 0.092395000000000019 -0.100615 -0.016339999999999997 0.09252500000000001 -0.23029999999999998 -0.0019649999999999997 -0.053834999999999994 0.095575000000000007 0.10666500000000002 -0.077544999999999989 0.088985000000000009 0.047345000000000005 -1.0000000180025095e-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 -1 -5 7 8 9 -7 11 17 -13 -8 15 16 -14 -10 -11 -9
right_child=-2 -3 -4 5 -6 6 13 19 10 18 -12 12 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-5.544040676620718e-06 0.0014758573071981668 -0.0018136119824157162 -0.001632008017708939 -0.0017014601949841776 0.0027575518677948135 0.0036391719236780334 0.0025985730993076306 -0.0022578947855455373 0.00280068827398913 -0.00093079483524973643 -0.0029171924786935465 -0.0020467579397983621 0.00023549993081388901 -0.00033094856766963587 0.0017173852756370892 0.0013140881580128493 -0.0026916456069540685 0.00017905933498308846 0.00095554053179730666 -0.00083228657620124167
leaf_weight=0.001080984629316716 0.0010635090855179987 0.0010201118553965207 0.001053178098049389 0.0013535679632194477 0.0010840256344243349 0.0011676224401735436 0.0010616751094666421 0.0010231662201596325 0.0010072985440885392 0.001290767246531206 0.0010677425024921269 0.0015696989283899869 0.0010576305957106799 0.0011554084112401766 0.0012810476250013636 0.0012673914752099336 0.0012894635185904174 0.0011636999438451312 0.0011974008133641689 0.0012136974039114188
leaf_count=127 92 42 80 580 136 105 88 195 62 139 147 249 352 96 89 24 841 21 103 342
internal_value=0 -9.80508e-05 -1.98722e-05 5.97191e-05 0.00137794 -8.9179e-05 3.33296e-05 -0.000114303 0.000115093 0.00114665 -0.000273527 5.33238e-05 -0.000397354 0.00107189 0.00013151 -0.000430557 -0.00137264 0.00139544 -2.30187e-05 -0.00148438
internal_weight=0 0.0234056 0.0223855 0.0213323 0.00216501 0.0191673 0.0178137 0.0155966 0.0133598 0.00365579 0.00970397 0.00863623 0.00646523 0.00221708 0.00489553 0.00361449 0.00234709 0.002171 0.00248817 0.00223686
internal_count=3910 3818 3776 3696 263 3433 2853 2669 2132 347 1785 1638 1555 184 1306 1217 1193 83 242 537
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=19
num_cat=0
split_feature=52 39 47 50 48 1 16 12 48 133 160 43 16 4 156 52 3 12
split_gain=0.000125597 0.000184797 0.000214531 0.000228805 0.000164777 0.000324501 0.000229837 0.000278482 0.000226989 0.000167868 0.00020999 0.000154021 0.000179627 0.000133442 0.000133087 0.000134905 0.000127229 5.58181e-05
threshold=-0.40083499999999994 0.085060000000000011 0.11926500000000002 0.086465000000000014 0.11930500000000001 0.10752500000000002 -0.5152199999999999 0.098845000000000016 -0.031569999999999994 0.084760000000000016 0.086110000000000006 -0.044024999999999988 0.022165000000000004 -0.0010999999999999996 0.080810000000000007 0.092885000000000009 -0.075404999999999986 0.080120000000000011
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 9 -7 10 13 12 -3 14 15 17 -10 -8
right_child=1 11 -4 -5 -6 8 7 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00125799671080349 0.001791359740644344 0.0028721113177635244 -0.0020002707219172384 -0.0016497163005524025 -0.0014301083606857079 -0.00023307877873499311 0.0025206361688717297 -0.0020283502339566027 0.0028854020906797424 -0.0013755705233327185 -0.0011604955714027705 -0.0002275607542285938 0.00040473551064529523 -0.00048590827775704584 -0.00042342607676072529 6.5281298470372319e-05 0.00109409608525217 0.0012687153706970513
leaf_weight=0.001378829489538518 0.0010248223576798604 0.0010644242060541265 0.0010042385717667903 0.0013815872286799249 0.0011183835275065937 0.0012413368280235204 0.0011171917687136075 0.0014216386518441241 0.0013098400857320946 0.0013956990933051703 0.0015915425477768252 0.0012038569191221695 0.0010251581822915412 0.0016398365382587305 0.0010382835183642136 0.0011222026860546741 0.0015116514981321485 0.0014463941757745652
leaf_count=401 91 227 84 607 39 47 44 274 89 514 151 99 71 191 138 200 156 487
internal_value=0 4.97834e-05 -0.000106902 -3.34229e-06 0.000130625 0.000240679 -0.000112456 -0.000293567 0.00126611 -2.98307e-05 0.000206265 0.000971055 0.00166161 0.000548077 0.000906997 0.00128178 0.00192569 0.00181429
internal_weight=0 0.0226581 0.0193646 0.0183604 0.0169788 0.0158604 0.0117976 0.0107728 0.00406283 0.00935115 0.00795545 0.00329344 0.00208958 0.00636391 0.00472407 0.00368579 0.00282149 0.00256359
internal_count=3910 3509 3112 3028 2421 2382 2090 1999 292 1725 1211 397 298 1060 869 731 245 531
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=19
num_cat=0
split_feature=2 41 10 484 147 160 52 0 15 42 15 16 2 2 12 4 16 4
split_gain=0.000119553 0.000135209 0.000159844 0.000125955 0.000146664 0.000141645 0.000154739 0.000311407 0.000196185 0.000273634 0.000267122 0.00040036 0.000235479 0.000414976 0.000181263 0.000137134 0.0002393 0.000106035
threshold=0.14808000000000002 0.078150000000000011 0.08302000000000001 -0.0043499999999999988 0.085530000000000009 -0.217635 0.10701500000000001 0.15480500000000005 -0.017214999999999998 -1.0000000180025095e-35 0.05377500000000001 -0.15168999999999996 0.11203000000000002 0.097940000000000013 0.083325000000000024 -0.0040999999999999986 -0.094359999999999986 -0.068329999999999988
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 14 -12 13 15 -10 -11 -17 -8
right_child=-2 -3 -4 4 -6 6 17 -9 10 12 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0014399819778305859 0.0014703956179893661 -0.0013880614497376637 0.0016145638460168101 -0.0015106603743082403 -0.001432387940964725 -0.0022599468273874568 0.0023977596551933854 -0.0021678843785414201 0.0028891393566829295 -0.0013051463491063663 0.001668730992009805 -0.0018305604378981895 -0.0013774216588330996 0.0031733944530153873 0.00047201665168991792 -0.0010531865469263313 0.0014626315838165654 0.00035331290511567696
leaf_weight=0.0012936748469048456 0.0010213107229765086 0.0014964393294172309 0.001156196210272408 0.0010135417705547092 0.0013236722971452499 0.00110407530478418 0.0010012750201399689 0.0011634034385377143 0.0015647230923487897 0.0011926155864898091 0.0012958631358688201 0.0013109569091930466 0.0015867291906969117 0.0010005416659557564 0.001022467055070031 0.0012431524165279484 0.0019135374079355359 0.0010214957254151827
leaf_count=571 173 190 89 356 149 265 79 36 122 205 47 910 151 84 178 80 116 109
internal_value=0 -9.10597e-05 4.57292e-07 -9.26132e-05 3.09951e-07 0.000109085 0.00020906 4.66187e-05 0.000241286 -0.000195586 0.000917593 -9.10454e-05 0.000132992 0.000580971 0.00193388 -1.54068e-05 0.000471864 0.00136532
internal_weight=0 0.0227044 0.0212079 0.0200517 0.0187581 0.0174344 0.0164208 0.0143981 0.0132347 0.00804065 0.00519401 0.00260682 0.00693658 0.00534985 0.00258719 0.00434931 0.00315669 0.00202277
internal_count=3910 3737 3547 3458 2887 2738 2382 2194 2158 901 1257 957 636 485 300 401 196 188
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=146 147 156 403 375 1456 123 376 453 403 156 4 11 1374 43 16 43 376 0 15 2 148 13 1 1 151 14 151 2 2
split_gain=0.00120973 0.00126541 0.00106774 0.000868517 0.000860921 0.000818739 0.000839164 0.00137993 0.000848427 0.000653913 0.000614802 0.000956204 0.00104294 0.000893966 0.000715742 0.000944068 0.000639946 0.000629784 0.000794864 0.000845752 0.000657452 0.000560806 0.000541913 0.000448173 0.00119103 0.000599621 0.000663211 0.00054993 0.000508266 0.00073981
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.096520000000000009 0.088065000000000018 -1.0000000180025095e-35 0.13456000000000004 0.088415000000000007 0.089535000000000017 -0.088854999999999976 0.11896500000000002 0.50657000000000008 0.088315000000000018 0.090240000000000015 -0.06705499999999999 0.22945500000000005 -0.00084499999999999994 0.084595000000000017 -0.070894999999999986 -0.089594999999999994 0.084145000000000011 -0.081759999999999985 0.17936000000000002 0.094695000000000015 0.091310000000000016 -0.071694999999999995 -0.13131999999999996 0.056555000000000001 0.10113500000000002 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 12 13 14 17 16 -16 18 19 -11 -21 -3 -20 24 28 -25 -27 -28 29 -18
right_child=-2 21 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 23 -19 22 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0015158290205737695 -0.0014464686367010157 -3.7492126796972464e-05 -0.00099234537789098234 -0.0012041932348378062 -0.0013693926400000715 -0.00094108371731557771 -0.0012852835374289871 0.0013310071537626488 -0.0012968284519535955 0.00064797371879474447 -0.00095430209257477984 0.0014568345511209234 -0.0010247738011115552 -0.0012109223859740573 -0.00095442910468606767 -0.0010091244990121941 -2.6236322689520823e-05 -0.00062822654754722627 0.0011001154835493417 0.00018227006736989875 -0.0012103022262504308 0.0013094444182516006 0.00021962951994602609 -0.00058052415301180214 -0.0015016480943561728 -0.00035868239301686063 0.0011089205151732691 -5.0428289317869005e-05 -0.00056414194737611331 0.00097602127812172344
leaf_weight=0.0011403803998469844 0.0013761570921815283 0.0010239988761355789 0.0017431176880660084 0.0014155979192310699 0.001033947538353174 0.0014144092328889349 0.0010342779705592156 0.0019872870986121774 0.0010644254745244544 0.0035282246898877823 0.0012189116010890002 0.0012254760100178777 0.0018158439285098629 0.0010760700203942255 0.0012175953327027136 0.0019037032902038389 0.0047665286133592444 0.0011823023546142499 0.0056217376864742281 0.0017666755938634529 0.0013931031335585597 0.0023174195180164494 0.0022482434964672393 0.0011067994646083434 0.0011214838292259452 0.0012806213207454675 0.0042609249910574576 0.0012060928218176059 0.0018226791158770794 0.002623305668172371
leaf_count=197 11 56 320 288 30 498 22 56 40 206 108 148 71 52 268 91 259 33 153 119 355 92 36 38 53 19 122 23 65 81
internal_value=0 -8.1389e-06 -6.49474e-05 -3.31775e-05 -4.58134e-07 2.80611e-05 6.52048e-05 9.50171e-05 4.02694e-05 7.27629e-05 0.000106594 0.000138006 9.75426e-05 0.000150996 0.000190551 9.48796e-06 0.000109412 0.00043568 0.000522083 0.000137879 -0.000431696 0.000896667 0.000848584 0.000180629 -2.68026e-05 0.000453546 0.000623162 0.000853154 0.000152737 0.000329554
internal_weight=0 0.0565612 0.0532198 0.0520794 0.0506638 0.0496298 0.0478867 0.0468524 0.0448652 0.0438007 0.0423863 0.0411674 0.0399419 0.0381261 0.03705 0.0213097 0.019406 0.0157403 0.014558 0.006688 0.00315978 0.00334142 0.00786998 0.0181884 0.010334 0.00785444 0.00674764 0.00546702 0.00921251 0.00738983
internal_count=3910 3899 3751 3554 3266 3236 2916 2894 2838 2798 2300 2192 2044 1973 1921 1019 928 902 869 680 474 148 189 660 458 202 164 145 405 340
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=17
num_cat=0
split_feature=14 132 41 157 484 52 0 4 131 0 42 2 52 15 4 1
split_gain=0.000117787 0.000121588 0.000210011 0.000152112 0.000150857 0.000193678 0.000523036 0.000265385 0.000212984 0.00019754 0.000355775 0.000334461 0.000335081 0.000255777 0.000198593 0.000122558
threshold=0.073890000000000011 0.080815000000000012 0.078150000000000011 -0.073574999999999988 1.0000000180025095e-35 0.10701500000000001 0.15480500000000005 -0.39075499999999991 0.089115000000000014 -0.017269999999999997 -1.0000000180025095e-35 0.11260500000000001 -0.088354999999999989 -0.095799999999999982 0.0051950000000000008 0.11377000000000002
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 8 -7 9 10 -5 12 -12 -14 -15 -9
right_child=-2 -3 -4 4 -6 7 -8 15 -10 -11 11 -13 13 14 -16 -17
leaf_value=0.001276649266901171 -0.0013309015437998992 0.0011155058781473833 -0.0019972590375762524 -0.0025937216081399514 -0.0017162917706487716 0.0029063009847860592 -0.0031225383541440359 -0.0010022255959094093 0.0019295861904920551 0.0012702636111143898 -0.0018960141079878189 -0.0016778515814729125 -0.00045649476956183103 0.00065641861461091628 0.0027949750638571855 0.0011457551882822585
leaf_weight=0.0018425659011573883 0.001296784435324049 0.0019591374977028777 0.0010461293582029177 0.001248642609340129 0.0010455123109246725 0.001016539210202394 0.0011196926986163378 0.0010021025447311529 0.001110357473511959 0.0017228273732055087 0.0010128724376783898 0.0019018481180554381 0.0018106595772163763 0.0019407331248217363 0.0015621814010273738 0.0011225269308408059
leaf_count=431 135 355 112 577 325 16 34 332 203 180 156 223 153 529 93 56
internal_value=0 5.29007e-05 -4.86244e-05 5.61353e-05 -7.15222e-05 3.22512e-05 -0.000201175 0.00103025 6.45436e-05 -0.000120359 -0.000373162 -3.61927e-05 0.000457321 0.000905913 0.00161014 0.000132639
internal_weight=0 0.0224643 0.0205052 0.0194591 0.0176165 0.016571 0.0134298 0.00314117 0.0123101 0.0111998 0.00947694 0.00822829 0.00632645 0.00531357 0.00350291 0.00212463
internal_count=3910 3775 3420 3308 2877 2552 2148 404 2114 1911 1731 1154 931 775 622 388
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=146 147 1456 52 14 401 11 403 3 123 151 52 2 133 42 160 13 12 148 49 157 148 16 38 3 40 51 52 52 13
split_gain=0.00117018 0.00123299 0.00100775 0.000776972 0.000774512 0.000738697 0.000611886 0.000646601 0.000751271 0.00101462 0.00107479 0.000717978 0.000771542 0.000743759 0.000823277 0.0008188 0.000772542 0.000770884 0.000608229 0.000559078 0.000744298 0.000722553 0.000634172 0.000784754 0.000602651 0.000621044 0.00121987 0.000436484 0.000521007 0.000780868
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.42985499999999993 0.077685000000000018 0.087020000000000014 0.088315000000000018 -0.088854999999999976 -0.015064999999999997 1.0000000180025095e-35 -0.089539999999999995 -0.07984999999999999 0.114165 0.085835000000000009 0.060615000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.094195000000000015 -0.081759999999999985 -0.13451999999999997 -0.072409999999999988 -1.0000000180025095e-35 -0.50388999999999984 1.0000000180025095e-35 0.24227500000000002 0.053870000000000008 -0.021064999999999997 -0.087604999999999988 -0.081429999999999989 -0.48634999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -12 13 14 16 -16 -13 -17 -3 -10 -21 -22 -23 24 25 26 -24 -28 -29 -30
right_child=-2 18 3 4 -6 -7 -8 8 19 -11 11 12 -14 -15 15 17 -18 -19 -20 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.00092062405466812624 -0.0011566393685129041 -9.2382601951280973e-05 -0.00083351647631103062 -0.00076697911721524423 -0.00093553906287595595 -0.00084813907008996305 -0.00056802173413841135 -0.00083497455962594383 -0.00083143775830758846 0.0012385820025581291 0.00072310428697818061 0.00050620495842208357 0.00096096588509627366 -0.0009661390883503357 -0.00054371473392014823 0.00096897792772639049 -0.00070457605639844879 -0.00014898989869624181 0.001065270229926119 0.00075435259605810415 -0.0010761030391683419 0.00075222618197003511 -0.0010865564620805501 -0.0010430009620367576 0.00078054347881521542 0.00075695353143919863 -0.00068787704294039065 0.00084045684508864311 -0.00094518399789815099 0.00011702264316106469
leaf_weight=0.0020612411070657357 0.0014525379965562015 0.0010348680062719495 0.0018108813838413331 0.0013574236011815169 0.0013523731343261227 0.0014721508971318178 0.0023481091225789888 0.0014456767685526719 0.0013180770523604215 0.0017011633466692535 0.00475816159345976 0.0012436009017963122 0.0016254272478168916 0.0010968561100255245 0.0011320697570678107 0.0035123385761144377 0.0026628078559380874 0.0013827632153606828 0.00247874190194075 0.0020152777627728815 0.0010535346748667953 0.0016605077347087117 0.0019188533695704254 0.0012342883141975838 0.0014701485069084077 0.0013436023210200423 0.0013329952594744949 0.00128308908005081 0.0012751588137689422 0.0087707749909631504
leaf_count=365 11 56 299 449 91 280 66 123 29 99 192 296 106 254 206 120 137 35 92 58 18 65 60 36 88 22 20 28 8 201
internal_value=0 -4.36537e-06 -5.03807e-05 -1.6901e-05 1.16652e-05 3.70739e-05 6.37003e-05 9.55355e-05 0.000121417 0.000300476 0.000215858 0.000303096 0.000145187 2.49753e-05 0.000134413 0.000428366 -0.000319125 0.000653176 0.000724305 -2.77791e-05 1.75703e-05 -5.19993e-05 1.17766e-06 -6.57678e-05 3.5747e-06 -6.81551e-05 -0.000144187 -1.37705e-06 7.93979e-05 -1.78063e-05
internal_weight=0 0.059153 0.0556394 0.0535781 0.0517672 0.0504149 0.0489427 0.0465946 0.0452372 0.0205609 0.0188597 0.017414 0.0126559 0.0110304 0.00993358 0.00602717 0.00390641 0.0048951 0.00351361 0.0246763 0.0233582 0.021343 0.0202894 0.0186289 0.0173946 0.0159245 0.0145809 0.012662 0.011329 0.0100459
internal_count=3910 3899 3751 3386 3087 2996 2716 2650 2201 1568 1469 1346 1154 1048 794 361 433 155 148 633 604 546 528 463 427 339 317 257 237 209
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=21
num_cat=0
split_feature=453 4 2 158 14 159 49 43 4 43 133 160 0 16 48 0 47 4 2 3
split_gain=0.000116757 0.000171035 0.00028541 0.000209112 0.000166909 0.000158418 0.000166308 0.000175879 0.000227035 0.000264898 0.000203484 0.00032601 0.00024591 0.000234166 0.000238657 0.000223244 0.000201613 0.000339993 0.000146843 0.000128355
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.085745000000000002 -0.41128499999999996 0.073745000000000019 0.11115500000000002 -0.49922499999999997 -0.23071499999999998 0.070805000000000021 -0.0023199999999999996 -1.0000000180025095e-35 -0.16128999999999996 -0.14879499999999998 0.08593000000000002 -0.230625 0.092255000000000018 -0.056579999999999991 0.089910000000000004 -0.077894999999999978
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 5 -4 6 7 -1 9 -9 -10 -12 15 19 16 -13 17 -15 -7 -14
right_child=-2 2 4 -5 -6 18 -8 8 10 -11 11 12 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0013670025584190367 -0.0013720042803950672 -0.0006684157204037937 0.00045487122995360583 -0.0018269480598820012 0.0026375263923774039 -3.5345365282434693e-05 0.0012840811328051441 -0.0028855444422050767 -0.0016727835086839029 -0.00014500928744725305 -0.0019965308670765727 0.00042569235983115167 0.00078497814505066872 0.0005710596514540789 0.0018767365891557337 -0.002030529882083092 0.00093673377155093309 -0.0026422080310897554 0.0021270377220380865 0.0027375229413661032
leaf_weight=0.0010080149680427005 0.0010005248857667395 0.0013090630928729308 0.0010117070167341424 0.0010976482097688469 0.0013206986037560533 0.0010248790124730003 0.0012297809897935654 0.0011746606917411003 0.0012755017156861484 0.0011329063398761718 0.0011412021095077449 0.0012058741500524661 0.0010837609838887374 0.0010355626313117141 0.0010236490763364525 0.0012143461246116862 0.0012589766476587272 0.0011215377153070789 0.0010290852995051836 0.0011187855972942798
leaf_count=71 99 68 95 330 241 170 204 171 774 25 533 24 33 399 122 48 61 230 168 44
internal_value=0 3.92932e-05 0.000842675 -0.000113265 0.00169078 -9.21823e-06 -0.000144736 -0.000263503 -0.000382717 -0.00154007 -0.000150064 4.02822e-05 0.00029677 0.000698843 0.000164082 -0.000806718 -0.000349126 -0.00109961 0.00104806 0.00177678
internal_weight=0 0.0228176 0.00364147 0.0191762 0.00233241 0.0180785 0.0160246 0.0147948 0.0137868 0.00230757 0.0114792 0.0102037 0.00906249 0.00664227 0.00443973 0.00242022 0.00341608 0.0021571 0.00205396 0.00220255
internal_count=3910 3811 404 3407 336 3077 2739 2535 2464 196 2268 1494 961 889 812 72 690 629 338 77
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=45 14 156 151 1348 1456 156 4 1373 403 11 403 480 51 1375 48 151 484 2 13 2 151 16 1 151 123 47 42 15 15
split_gain=0.00130291 0.00113832 0.00106432 0.0010471 0.00101451 0.000939162 0.000911079 0.00106248 0.00084015 0.000849053 0.000862553 0.000849589 0.000650288 0.000515737 0.000702741 0.000741803 0.000718378 0.00065289 0.00061313 0.000575851 0.000513273 0.000894792 0.000875273 0.00117255 0.000786337 0.000486102 0.000591125 0.00067079 0.000512355 0.000457205
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.11896500000000002 0.50657000000000008 0.099250000000000019 0.096520000000000009 0.088315000000000018 -0.088854999999999976 0.08456000000000001 0.013805000000000001 -0.43271999999999994 0.091555000000000011 -0.086424999999999988 0.085515000000000022 0.085155000000000022 -0.5337599999999999 0.096540000000000015 -0.084129999999999996 -0.015314999999999997 0.10252500000000002 -0.077959999999999988 0.083855000000000013 0.092255000000000018 0.08401500000000002 0.091435000000000002 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 13 17 -15 16 -16 19 -18 -13 21 -21 23 -22 -23 26 27 -26 -29 -28
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 18 -19 -20 20 22 24 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0011956362159582785 -0.0011952254894938195 -0.00092299792414187939 -0.0011341343350404097 -0.00083961588440984792 0.0011599982070433471 -0.00082739497836980451 -0.00090059252428910624 0.0011449394610045013 -0.0010413410014106571 -0.00095097800720625925 -0.00067933021464717277 -0.00074936441511265874 -0.00078649107655950348 -0.00030458301544513782 0.001172312442117349 0.0010144487778169888 0.0007109917164733364 0.00063958865258480517 -0.00028901140371464514 -0.00071315954011430798 -0.00036414214605916468 0.00089564763649615446 0.00065095264255037337 0.00084440741989271362 -0.00057879816943067234 -0.00078843590745539662 0.00014901041840237298 -0.00031887107465252464 0.00075237584688797121 0.0010260251286137905
leaf_weight=0.0012186866234742402 0.0010794661877067116 0.0020713180539644318 0.0011312531992011534 0.0018196470390189337 0.0011071075359332374 0.0013095388634458685 0.0014441091611114834 0.0012621094264200208 0.0010159022019564637 0.0011619254910375512 0.002018711411807316 0.0012558744308606143 0.0010315000380376462 0.0016180620538932553 0.0010070673779409853 0.0031245072365400084 0.0013085502108598481 0.0028774144621861444 0.0026481721905358135 0.0025096992930371273 0.0042078022534131065 0.0014507913965671202 0.0049205024248042406 0.0015762736324944626 0.0032025349643760581 0.0011136480169202665 0.0035779678363796474 0.0012177437662144186 0.0013389611187908379 0.0011132672480584915
leaf_count=15 193 122 64 305 41 485 118 193 27 268 56 17 145 16 21 109 45 166 131 139 149 48 179 88 370 22 84 166 116 12
internal_value=0 -5.33818e-05 -2.0301e-05 3.46284e-06 2.80977e-05 3.58999e-06 3.47045e-05 6.29207e-05 3.36195e-05 5.7573e-05 8.39493e-05 0.000120281 0.000150476 0.000174597 0.000414412 0.000558247 0.000271086 9.79321e-05 4.17053e-05 4.1226e-05 7.90801e-05 -5.97494e-05 0.000280421 -3.47888e-05 6.62494e-05 -3.78038e-05 4.21868e-05 -0.000214355 0.000242147 0.000357133
internal_weight=0 0.0565214 0.0544501 0.0533706 0.0522394 0.0511323 0.0493126 0.0478685 0.0466064 0.0455905 0.0444286 0.0424099 0.0411003 0.0400688 0.00970636 0.0080883 0.00496379 0.0303625 0.00395672 0.0274851 0.0262292 0.0155246 0.0107046 0.00578408 0.0130149 0.0115641 0.0104505 0.00575924 0.0025567 0.00469124
internal_count=3910 3895 3773 3580 3516 3475 3170 3052 2859 2832 2564 2508 2023 1878 322 306 197 1556 176 1390 1373 957 416 237 818 770 748 652 282 96
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=156 146 147 1456 1373 403 375 124 43 123 156 4 11 403 480 1365 42 38 133 49 1 159 0 1 1 3 12 2 457 42
split_gain=0.00120073 0.00123265 0.00160135 0.00112232 0.00104148 0.000957458 0.000924807 0.00138874 0.000987723 0.00118367 0.000868192 0.000936731 0.00100493 0.000819207 0.00084305 0.000820509 0.000807854 0.000748982 0.000851935 0.000816615 0.00111835 0.000752409 0.00082015 0.000811692 0.00123413 0.000930145 0.000874971 0.000842754 0.000635784 0.00060757
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.099250000000000019 0.096520000000000009 -0.40343999999999997 0.10385500000000002 0.24789500000000006 0.088610000000000008 0.11896500000000002 0.50657000000000008 0.088160000000000002 -0.088854999999999976 0.083685000000000009 1.0000000180025095e-35 -0.10770999999999999 0.11976000000000002 0.098810000000000023 -0.085174999999999987 0.11327500000000001 0.10519500000000001 -0.074249999999999997 0.094485000000000013 0.09112000000000002 0.086245000000000016 0.085775000000000004 0.113945 -1.0000000180025095e-35 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 3 -2 5 6 -5 8 9 10 11 12 13 -8 15 16 -15 18 19 20 28 22 23 24 25 26 -21 29 -18 -25
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012937548273754314 -0.0009547512625746429 -0.001166889222584827 0.00082328324532530202 -0.0011141897720367308 -0.0011916459151703133 -0.00099826918765435731 -0.00086160246083485676 0.0010765178953702848 -0.00090773842436779758 0.00093049774957572632 -0.00090023265530861276 0.00094925788308816022 -0.00085584491962050315 -0.00069417938994447673 -0.0010693683039065512 -0.00084129505130898662 0.00029958548498529362 -0.00072017115578604056 -0.00090173986314398763 0.00011237478279465957 0.0010018353547703207 -0.00056974590590126381 0.00068669011530869532 0.0010792555818942816 -0.0011902380587932636 0.00075973660046495901 -0.0011472353995894133 -6.5439172606473935e-05 -0.00073330356325169424 1.9893895983735174e-05
leaf_weight=0.0012632765577342822 0.0021839757350989855 0.0015346119043897479 0.0037816383169957382 0.0011366204874434507 0.0012240236796330342 0.0015229755993172436 0.0015862875131453782 0.0021810027857220851 0.001840978514948687 0.0024700158557289234 0.0016834640356222499 0.0018434108363614135 0.0021448961481489439 0.001813947017383132 0.0010322353384988317 0.0014507408019639447 0.0013941623193023389 0.0014563982533104527 0.0010878223330625927 0.0045754727206992266 0.0011043252955573735 0.0014183801620397665 0.010277631072398229 0.0040200726812358303 0.0013055010416849209 0.0028774170331047344 0.0011561535518709309 0.002569392321788655 0.0035042922138650559 0.0011696994503438418
leaf_count=197 323 11 148 10 28 285 487 36 179 125 103 115 61 117 142 60 24 21 119 262 36 93 249 79 49 33 341 46 92 39
internal_value=0 -2.07374e-05 5.98834e-06 -4.38367e-05 -1.05952e-05 1.40645e-05 4.10654e-05 6.45286e-05 2.34902e-05 5.64959e-05 1.28589e-05 4.50249e-05 8.74503e-06 5.10843e-05 8.53808e-05 0.000114325 0.000149219 0.000189568 0.000225907 0.000260586 -0.0001742 0.00034945 0.000396095 0.000227107 -1.81542e-05 0.000159584 -0.000141707 0.000540499 -0.00043933 0.000840491
internal_weight=0 0.0673475 0.0658129 0.0620313 0.0598473 0.0586233 0.0571003 0.0559637 0.0537827 0.0519417 0.0494717 0.0477882 0.0459448 0.0437999 0.0422136 0.0411814 0.0397307 0.0379167 0.0364603 0.0353725 0.00600278 0.0293697 0.0279513 0.0176737 0.00991454 0.00860904 0.00573163 0.00775916 0.00489845 0.00518977
internal_count=3910 3713 3702 3554 3231 3203 2918 2908 2872 2693 2568 2465 2350 2289 1802 1660 1600 1483 1462 1343 152 1191 1098 849 685 636 603 164 116 118
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=18
num_cat=0
split_feature=39 3 1 48 457 484 15 42 132 43 43 43 0 47 160 1 2
split_gain=0.000134375 0.000213899 0.00027795 0.00018869 0.000183078 0.000211117 0.000142922 0.000254324 0.000242107 0.000183642 0.000203803 0.000325518 0.000197665 0.00025509 0.000204477 0.000408653 0.000122236
threshold=0.005105000000000001 -0.015794999999999997 0.099595000000000017 0.12649500000000002 0.088055000000000008 -0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 0.079995000000000011 0.11352500000000001 -0.079109999999999986 -0.26007999999999992 0.012625000000000003 0.09252500000000001 -0.078874999999999987 0.095575000000000007 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 8 16 9 10 11 -7 13 14 -12 -16 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=-0.0020029031760275466 0.0020509202195330973 -0.0015529185648761568 0.0010573616203724942 -0.0016380272266468651 0.0013216194099527224 0.00079353375375651144 -0.002629562987846056 0.00069287907330826352 0.0019853600177831667 -0.0016333797432076366 -8.5495591021630352e-05 -0.0024040214539397756 -0.00081543178542457285 -0.00063091517139617461 0.00058512416935509052 0.0036116144501315071 -0.00067588312719555645
leaf_weight=0.0010568117872133955 0.0013325723188764016 0.0011923308919188349 0.0018303328547283337 0.0014359856775666415 0.0015652903511018659 0.0010270214586654003 0.001132279868718041 0.0012820038226795949 0.0011568954502309001 0.0011439241651367569 0.0012837435338448342 0.0012484780448150925 0.0016594869104680221 0.0015807697042677926 0.00181640380233139 0.0013968755459290438 0.0011349535242184405
leaf_count=545 159 92 208 98 168 51 584 592 170 118 122 338 162 105 200 109 89
internal_value=0 0.000646746 2.7701e-05 -0.000169012 -5.48925e-05 -0.000182238 -6.09419e-05 -0.000804743 0.000153449 -3.65109e-05 0.000145926 -0.00096084 0.000471421 0.000822784 0.00133378 0.0019008 -0.00165157
internal_weight=0 0.00435524 0.00302266 0.0199209 0.0184849 0.0169196 0.0158628 0.00354924 0.0123136 0.0111567 0.0100128 0.0022755 0.00773728 0.00607779 0.00449702 0.00321328 0.00226723
internal_count=3910 459 300 3451 3353 3185 2640 1265 1375 1205 1087 389 698 536 431 309 673
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=19
num_cat=0
split_feature=52 376 1 12 43 47 4 39 1 0 12 4 16 42 43 52 3 15
split_gain=0.000134123 0.000276914 0.000183686 0.000298921 0.000145153 0.000266545 0.000340631 0.000220028 0.000210199 0.000204069 0.00029704 0.000368958 0.00018114 0.000231587 0.000260489 0.000174672 0.000120259 4.20642e-05
threshold=-0.27466499999999994 0.088415000000000007 0.13662500000000002 0.11655500000000001 -0.06705499999999999 0.077065000000000008 -0.23071499999999998 0.085060000000000011 0.11287500000000002 -0.23029999999999998 0.085250000000000006 -0.077679999999999985 0.15100500000000003 0.085545000000000024 -0.092084999999999986 -0.069134999999999988 0.090325000000000003 -0.015439999999999997
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 7 6 -6 12 9 15 11 -11 13 14 -2 -8 -7 -13
right_child=1 -3 -4 -5 5 16 8 -9 -10 10 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.00088153490436227756 -0.00069640511985349333 0.0017631473669830187 0.0012058393405139716 -0.0017472509049513392 -0.0015668586548632628 -0.00048389259486405627 -3.260730206294596e-06 0.0017269294986563832 0.0015182696990333555 0.00069473109407568396 0.00087493777048182396 -0.0022185765647526733 0.0011918271995085003 -0.0011849596989865865 0.0015841914469872788 0.0018928647858618289 -0.0019985863074411898 -0.0012632439080897152
leaf_weight=0.0018893799022869353 0.0011335561419864582 0.0010387153374714622 0.0012988954633791341 0.0011959579705225201 0.001318935819853981 0.0012161935704216873 0.0011799855098506562 0.0011792362976246196 0.0013275679647417604 0.0010511546205563826 0.0015236370420983192 0.0010950178144470968 0.0013353927276833488 0.0017208598611974657 0.0011602236778893152 0.0010521297973014017 0.0011845359013804568 0.0010183558122953745
leaf_count=425 309 76 182 130 87 131 25 189 110 186 909 103 83 446 312 62 71 74
internal_value=0 5.78225e-05 -2.6561e-05 -0.000107848 -1.84787e-06 -0.000223242 2.97129e-05 0.000403945 0.000285025 4.84426e-05 -0.000352474 -0.00094344 0.000112338 -0.000246734 0.00045715 0.000890497 -0.00123125 -0.00175824
internal_weight=0 0.0220304 0.0209916 0.0196927 0.0184968 0.0119675 0.00956678 0.00652927 0.00824785 0.00692028 0.00468817 0.00316453 0.00535003 0.00401464 0.00229378 0.00223212 0.00240073 0.00211337
internal_count=3910 3485 3409 3227 3097 1758 1556 1339 1469 1359 1272 363 1150 1067 621 87 202 177
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=17
num_cat=0
split_feature=52 39 47 50 1 49 49 48 48 15 484 13 52 3 15 13
split_gain=0.000110334 0.000164698 0.000179736 0.000177519 0.000156256 0.00021848 0.000311442 0.000193221 0.000191241 0.00017144 0.000223156 0.00018978 0.000160233 0.000143797 0.000143484 0.000120121
threshold=-0.40083499999999994 0.085060000000000011 0.11603500000000001 0.086465000000000014 0.10752500000000002 -0.084114999999999981 -0.047309999999999998 0.11904500000000003 -0.031569999999999994 -0.0071449999999999994 0.073820000000000011 -0.003375 0.071660000000000015 -0.075404999999999986 -0.03231499999999999 -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 -2 -7 8 -6 11 12 -8 -11 -10 -3 -14
right_child=1 14 -4 -5 7 6 9 -9 13 10 -12 -13 15 -15 -16 -17
leaf_value=-0.0010247407587138976 -0.0013109902945495349 0.0015819503531823312 -0.0014922697418419603 -0.0012656208832817119 -0.00014351223697985478 0.0015169492013343557 -0.0021486040295470173 -0.0007069540899818246 0.0025642016428673487 -0.0010944111605738441 0.0016396261187875394 -0.00019682133594508782 0.001181600153421039 0.0008242819374070404 2.6118134244467081e-05 -0.00040377237081661585
leaf_weight=0.0013706161978083711 0.0017510842526400313 0.0016176688772513437 0.0011412466504854271 0.0013585166333097689 0.0012165956968335223 0.0017041118937406443 0.0010694956261669553 0.0010749451358265105 0.0011732433319755486 0.0016451722514348255 0.0011162663319050914 0.0017810721344566046 0.0012520431227744907 0.0013943505688835947 0.0015636372581488969 0.001313683739786675
leaf_count=401 133 318 110 599 47 120 433 29 77 348 123 167 172 154 79 600
internal_value=0 4.60199e-05 -8.31677e-05 6.92084e-06 0.000111745 -0.000118657 9.2627e-05 0.000663336 0.00105258 -0.00020418 0.000183728 -0.000929105 -0.000202216 0.00161933 0.000817246 0.00036987
internal_weight=0 0.0221731 0.0189918 0.0178506 0.0164921 0.0116329 0.00988185 0.00485913 0.00378419 0.00817773 0.00532717 0.00285057 0.0042109 0.00256759 0.00318131 0.00256573
internal_count=3910 3509 3112 3002 2403 2096 1963 307 278 1843 1243 600 1120 231 397 772
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=146 147 1456 403 156 403 4 11 480 1374 51 13 16 2 52 2 0 0 151 16 43 13 4 0 1 49 0 15 2 15
split_gain=0.000873544 0.000940914 0.000646725 0.000528848 0.000555761 0.000543122 0.000475757 0.000856762 0.000685049 0.000465661 0.000428256 0.000462572 0.00042475 0.000710525 0.000644133 0.000468365 0.000416643 0.000459468 0.000379799 0.000367048 0.000411457 0.000315512 0.000310926 0.00071137 0.000302021 0.000238899 0.000328741 0.000419069 0.000236212 0.000184433
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.09389500000000002 0.11896500000000002 -0.088854999999999976 0.50657000000000008 0.088315000000000018 0.08456000000000001 -0.094679999999999986 0.084305000000000019 -0.5337599999999999 -0.010344999999999998 0.096540000000000015 0.098910000000000012 0.088975000000000012 0.13167000000000004 -0.070174999999999987 -0.0008699999999999999 -0.50763499999999995 0.098320000000000005 -0.076384999999999995 0.0051950000000000008 -0.14867499999999997 0.11235500000000002 -0.073619999999999977 -0.06402999999999999 -0.017214999999999998 0.083585000000000007 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -11 14 15 18 25 17 -15 -13 -20 21 -21 23 -12 -3 -14 -27 -28 -23 -25
right_child=-2 24 3 -5 -6 6 -8 -9 -10 10 22 12 13 16 -16 -17 -18 -19 19 20 -22 28 -24 29 -26 26 27 -29 -30 -31
leaf_value=-0.00093084487697548269 -0.0012126875359109923 0.00034907603151347724 -0.00087307916344701614 -0.0009545387195378515 -0.00094332312147268123 -0.00057708556551393252 0.00086241109846591705 -0.00091132397060074595 -0.00098644755184884797 -0.00073438009043538376 -0.0006429372703250384 -0.00043531777335587999 0.00077255424913951962 0.00085238659601655675 -0.00095490858999725361 -0.00077549533589980804 0.0011205056193961688 -0.00034869479280702238 0.00078498680434184562 0.00065126284426965332 -0.00066515328772475367 -0.00025500504286080544 0.001006059984193119 0.0010261216115731349 0.0012608865751712927 -0.00043491567029977691 -5.0781294504142401e-05 0.00094594687315586437 0.00048097395833981743 0.00031142370009731212
leaf_weight=0.00139234381028741 0.0010552751473369417 0.0013331557436941912 0.0011009949923277409 0.0010147051534946652 0.0010317879049921421 0.0015769094505930772 0.0012657017234745096 0.001576127090824996 0.0010045092116198742 0.001141537915330555 0.0010092432638817428 0.0021559221825204764 0.0010006214320128493 0.0012394731506888412 0.0012309403578757436 0.0010405250620131312 0.0022291723195024815 0.0010036354964495509 0.0014677240877427524 0.0018350245860447858 0.0011408711159582308 0.0024144003839108299 0.0015252625943098508 0.0012564168186465219 0.0012035817493334378 0.0015533119324084854 0.0020580607466627043 0.0011420777386277475 0.0011076758022705024 0.0012583950177567074
leaf_count=365 11 97 506 300 110 63 178 87 194 20 39 125 75 97 190 111 26 99 56 148 91 137 46 111 51 226 32 35 168 116
internal_value=0 3.11581e-06 -4.78225e-05 -1.49322e-05 1.1285e-05 3.91601e-05 6.84989e-05 3.8019e-05 8.56839e-05 0.000121125 0.000159341 8.51782e-05 0.000126539 0.000308048 -5.35998e-05 3.92056e-05 0.000716491 0.000314986 5.60129e-05 0.000188992 5.43721e-05 0.000207605 0.000508337 0.000292916 0.000781694 0.00018653 6.31697e-05 0.000304935 -2.35432e-05 0.000668492
internal_weight=0 0.0413101 0.0387734 0.037381 0.0363663 0.0353345 0.0342335 0.0329678 0.0313917 0.0303872 0.0288103 0.023761 0.0226194 0.0112669 0.0113526 0.0067946 0.00447228 0.00224311 0.0101216 0.0079657 0.00649797 0.0053571 0.00504932 0.00352406 0.00253674 0.00575407 0.00475345 0.00320014 0.00352208 0.00251481
internal_count=3910 3899 3751 3386 3086 2976 2470 2292 2205 2011 1948 1636 1616 701 915 479 222 196 725 600 544 453 312 266 148 368 293 67 305 227
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=17
num_cat=0
split_feature=2 14 50 15 15 159 484 457 0 48 49 42 43 2 4 2
split_gain=0.000106352 0.00011997 0.000111379 0.000217531 0.000247367 0.000197373 0.000215163 0.000171896 0.000233426 0.000294309 0.000225477 0.000193866 0.000316358 0.000138271 0.000146905 0.000123548
threshold=0.14808000000000002 0.077685000000000018 0.10625000000000001 -0.26361999999999991 -0.11739999999999999 0.09141500000000001 0.057010000000000005 -0.0034949999999999994 -0.10575999999999998 0.086455000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.10113500000000002 -0.00072999999999999985 0.087005000000000013
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 -6 9 10 -9 -10 15 14 -14 -13
right_child=-2 -3 -4 4 5 -7 -8 8 11 -11 -12 12 13 -15 -16 -17
leaf_value=0.00163971925858438 0.0013005821685304498 -0.0014197633387540247 -0.0013099441620169261 -0.0014971989477085969 -0.001535390784057967 -0.001640749610214699 0.0018134968647721952 0.003414510787160637 -0.0013522578072770084 -0.00028343487951189533 0.00088057434597667175 0.0018412675903139468 0.0009416322601053424 -0.0017488108162029526 -0.0011744884334466195 0.00019644476345954259
leaf_weight=0.0014380869654473339 0.0010350654356293667 0.0011216556497486976 0.0011033322431983619 0.0018999741760333767 0.0010901372835057108 0.0010750279708098545 0.0013732501897299456 0.00104840585771937 0.001976381032689282 0.0018614223634081384 0.0015264197326354473 0.0017848364150522241 0.001212515237226537 0.0013897858150477282 0.0011141692810852288 0.0014771568618809905
leaf_count=209 173 122 383 258 137 255 294 89 707 65 78 196 502 186 92 164
internal_value=0 -7.86322e-05 -8.2427e-06 6.26197e-05 -5.783e-05 0.000103708 0.000221993 7.10711e-05 0.000201849 0.000991001 0.00191233 -0.000189098 0.000140322 -0.000698864 -7.17052e-05 0.00109643
internal_weight=0 0.0224926 0.0213709 0.0202676 0.0188295 0.0169295 0.0158545 0.0144812 0.0133911 0.00443625 0.00257483 0.00895484 0.00697846 0.00371647 0.00232668 0.00326199
internal_count=3910 3737 3615 3232 3023 2765 2510 2216 2079 232 167 1847 1140 780 594 360
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=18
num_cat=0
split_feature=124 123 133 2 50 42 3 1 12 1 12 1 0 3 0 48 0
split_gain=0.000114444 0.000156319 0.000236118 0.00020942 0.000154066 0.000189948 0.000184784 0.000172413 0.000204973 0.000240672 0.000212841 0.000270127 0.000206534 0.000378053 0.00018289 9.8473e-05 7.82821e-05
threshold=0.10385500000000002 1.0000000180025095e-35 0.098810000000000023 0.094825000000000007 0.10625000000000001 -1.0000000180025095e-35 -0.15464999999999998 0.12263000000000002 0.099370000000000014 0.11052000000000002 0.090385000000000007 0.094695000000000015 -0.11524 -0.08348499999999999 -0.071924999999999989 0.085265000000000021 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 9 10 11 12 15 -14 -9 -8 -12
right_child=-2 3 -4 -5 -6 6 7 14 -10 -11 16 -13 13 -15 -16 -17 -18
leaf_value=-0.0013120536563674887 0.0012354013225832508 -0.0004263395184934851 -0.0020451339082738639 0.0020572856349592899 -0.0016067640800928099 0.0012978993884543671 0.00077611119258513004 0.0021805510655417285 -0.0019362479020739068 -0.0014634599616335641 0.00043194528010454799 0.001078694665934056 1.3718592481912203e-05 -0.0033745090804890411 -4.6317953210065103e-05 -0.00085249427164572639 0.0019117950603203535
leaf_weight=0.0016391337384720059 0.0011376878597966203 0.0010144063445381981 0.0010661060967103444 0.0012260865863563675 0.0010333118827311463 0.0019556157478408604 0.0014382315695411459 0.0010913195139520271 0.0010500641628770077 0.0016908378988649284 0.0010672273257663623 0.0019799985700243994 0.0011160652793262256 0.0010404193654484205 0.0013477993094039844 0.0010504289478525664 0.0012921428303536153
leaf_count=741 49 134 569 172 318 182 99 98 103 131 206 131 304 495 89 45 44
internal_value=0 -7.96987e-05 -0.00019393 0.000932799 -8.89114e-05 -5.96151e-07 0.000132756 -2.81088e-05 -0.000231582 -6.39056e-05 0.000199483 -0.000171926 -0.000705005 -0.00162097 0.000950036 8.86995e-05 0.00124241
internal_weight=0 0.0220992 0.0198587 0.00224049 0.0187926 0.0177593 0.0161202 0.0141645 0.0117254 0.0106754 0.00898451 0.00662514 0.00464515 0.00215648 0.00243912 0.00248866 0.00235937
internal_count=3910 3861 3555 306 2986 2668 1927 1745 1558 1455 1324 1074 943 799 187 144 250
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=18
num_cat=0
split_feature=1 16 14 123 48 42 1 42 151 457 49 43 4 4 16 16 2
split_gain=0.000104817 0.000262387 0.000217405 0.000156763 0.000219636 0.000192459 0.000194882 0.000210446 0.000166198 0.00023739 0.000155452 0.000190962 0.000203231 0.000164416 0.000104703 0.000204686 9.02209e-05
threshold=0.13662500000000002 0.15737500000000001 0.020750000000000005 1.0000000180025095e-35 0.12649500000000002 -1.0000000180025095e-35 0.12263000000000002 0.091955000000000023 -0.084019999999999984 0.084715000000000013 -0.049989999999999993 -0.083899999999999988 0.17888000000000001 -0.0021099999999999995 -0.035699999999999989 0.22945500000000005 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 -10 -12 13 14 -13 -16 -5
right_child=1 -3 -4 16 -6 6 -8 -9 9 -11 11 12 -14 -15 15 -17 -18
leaf_value=-0.0015093247389966046 0.0025567890453287311 -0.00061383515183801858 -0.0021448602612607445 0.0002069091883789362 -0.0022158372646760944 -0.0011536201630645462 0.0017870834469326236 -0.0015140280777869548 -0.0011782290891529626 0.00222029660889791 0.0019721802368998843 -0.0011061304970667921 0.0014216221058929778 -0.001917875471137346 0.0019308104169512119 -0.00084333595558115778 0.0020977006640380842
leaf_weight=0.0016305490332006308 0.0010595142272835636 0.0011065120869524492 0.0010399966499525784 0.0010280904771512436 0.0010049739283166095 0.0016463735959544876 0.0013521204906239434 0.0017208637371935462 0.0015354185208136285 0.0013040255571254997 0.0013366182045395636 0.0010455926771214532 0.0016760536914155466 0.001154328433963678 0.0011871324129226479 0.0010301350225625505 0.0010658653243791338
leaf_count=962 178 47 145 125 81 248 67 597 142 80 127 285 72 194 227 190 143
internal_value=0 0.000937079 -0.000115634 -8.60625e-06 -0.000148562 -2.35528e-05 0.000138078 -2.54282e-05 0.000189556 0.000404893 0.000140838 0.00041343 7.15009e-05 -0.000440788 8.17736e-05 0.000641951 0.00116936
internal_weight=0 0.00216603 0.0207581 0.0197181 0.0176242 0.0166192 0.0149887 0.0136365 0.0119157 0.0102693 0.00896528 0.00742986 0.00609324 0.00441719 0.00326286 0.00221727 0.00209396
internal_count=3910 225 3685 3540 3272 3191 2229 2162 1565 1317 1237 1095 968 896 702 417 268
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=151 146 147 1456 52 403 42 40 43 376 1 160 0 4 11 3 49 131 3 50 51 0 0 2 13 12 130 52 160 148
split_gain=0.00100905 0.00105056 0.00131563 0.000867228 0.000782994 0.000740345 0.000691122 0.000867219 0.00076851 0.000969873 0.000797323 0.000719631 0.00098356 0.000705977 0.0007054 0.000809293 0.000929037 0.00100335 0.000850178 0.000685467 0.000848697 0.000635114 0.00060683 0.000580596 0.000991413 0.0005496 0.000484462 0.000443694 0.000434674 0.000405438
threshold=-0.52174999999999983 0.10949000000000002 0.088565000000000019 -1.0000000180025095e-35 -0.42985499999999993 -0.088854999999999976 -0.10770999999999999 0.028705000000000001 0.25671000000000005 0.08801500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.16443499999999997 0.28937500000000005 0.079700000000000007 -0.115685 -0.085174999999999987 0.084390000000000007 0.10666500000000002 0.11843500000000001 -0.07742499999999998 -0.052874999999999998 -0.070894999999999986 0.106285 0.049070000000000009 0.085775000000000004 -1.0000000180025095e-35 0.0033900000000000002 0.085545000000000024 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 10 14 19 13 -13 15 23 28 18 21 20 -12 22 25 24 -8 27 -14 -18 -17 -4
right_child=1 -3 29 4 5 6 8 -9 -10 -11 11 12 26 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013285646159665837 -0.00098558314686897179 -0.0012913433907118456 0.0001554381414058273 -0.00094034276193802281 -0.00088840165183351916 -0.00095338724833660604 0.00096968520399845178 0.00058957767445260096 -0.00076393076730788163 0.0013014802773213549 -0.00077165742474075497 -0.00049180651831412753 -7.8825665529552141e-05 0.00077971568724391331 -0.0011527002594050159 -0.0012513421108529368 -0.00010231159720394513 -0.0012599973575072954 0.00099514282639521687 -0.0011321402263185045 0.00081319290383236259 -0.00093063253393933451 0.00092135055491470179 0.0011497378730179668 -0.00058991933723837227 -0.000938998715734241 0.00095933481875069805 0.00066854488867712318 -0.00021752474273103615 0.0012008108284349819
leaf_weight=0.0011163705623999922 0.0017336079127904238 0.0011796237772614395 0.0010454589477717491 0.0016034749624911351 0.0015786707364735522 0.0024950779978519235 0.0015402845907601581 0.0010007855314029257 0.0017826819971684662 0.0014465152289608865 0.0010704094055782321 0.0024147571202775006 0.0010083330184063053 0.0013266562769134183 0.001044588303507509 0.0018073034005716684 0.0054251882243647673 0.0010847824093986888 0.0019487319597715222 0.0010174121577151141 0.0017389506884573089 0.0012909404859109555 0.0015411356629195802 0.0018269808646778074 0.0016612625830703109 0.001138717956287616 0.0070031382854782711 0.0020053882807378187 0.0014273289430377645 0.0023920957419552016
leaf_count=65 363 11 61 285 497 175 32 8 192 64 32 19 31 40 51 63 239 181 20 31 129 93 68 13 33 578 295 107 41 93
internal_value=0 1.60502e-05 4.43997e-05 -1.21575e-05 2.21215e-05 5.45257e-05 8.68527e-05 -0.000511672 0.000136025 0.000175377 0.000133952 0.000380108 0.000551838 -4.09414e-05 -2.75726e-05 2.4207e-05 -0.00011685 3.51479e-05 0.000140387 -0.000147315 0.000209341 -5.70873e-06 0.000112389 0.00051986 0.000160416 -3.30975e-05 0.000828671 0.00010573 -0.000795155 0.000882883
internal_weight=0 0.0555803 0.0544007 0.0509631 0.0492295 0.047626 0.0460474 0.00349586 0.0425515 0.0407688 0.0393223 0.0155797 0.0117529 0.00374141 0.0237426 0.022698 0.0176695 0.0144349 0.0133501 0.00382677 0.00280936 0.0114014 0.0101104 0.00502853 0.00320155 0.00856929 0.00801147 0.00743058 0.00323463 0.00343755
internal_count=3910 3845 3834 3680 3317 3032 2535 183 2352 2160 2096 577 385 59 1519 1468 1390 1286 1105 192 161 1085 992 78 65 924 326 346 104 154
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=45 14 1429 31 1374 457 403 484 403 457 44 133 3 39 376 123 158 48 50 0 0 2 48 15 12 43 2 484 2 51
split_gain=0.00107771 0.00113921 0.000903875 0.000706654 0.000654141 0.000685839 0.000729104 0.000736449 0.000604869 0.000597102 0.000596448 0.000575396 0.000638607 0.000565876 0.000940625 0.000658947 0.000653401 0.000728439 0.000667628 0.000788124 0.00128631 0.000849198 0.000698288 0.000665019 0.000658913 0.000561124 0.000799964 0.000532821 0.000496286 0.000477566
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.15747999999999998 -0.088854999999999976 0.085515000000000022 0.096520000000000009 -0.0034949999999999994 0.081710000000000019 -0.24354499999999998 0.24227500000000002 0.15608500000000003 0.11605500000000001 0.083745000000000014 0.087355000000000016 0.12649500000000002 0.086465000000000014 -0.10575999999999998 -0.089879999999999974 0.097940000000000013 0.085875000000000021 0.099325000000000011 -0.0089849999999999982 -0.18906999999999999 0.10113500000000002 0.10218500000000001 0.11290500000000002 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 14 15 16 17 18 19 21 -21 22 29 24 -22 -26 -27 -9 -28 -13
right_child=1 -3 3 4 -6 6 7 27 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 23 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0013733568383570449 -0.001088040732022718 -0.0011562506456675951 0.00087292104318528589 0.0010067344292950503 -0.0010050196470727029 -0.00099793486630385831 -0.0009664183847177876 0.00094169157883348519 -0.0010614499283837348 -0.00096535115404804139 -0.00073480010030613197 0.00020130149221699869 0.00096355419426362367 0.0010002236464382106 -0.0012238424152072915 0.00082834701019782208 -0.00075532092733453986 -0.00084683988240059156 -0.00065233943896406187 -0.001098048876717132 -0.00067705689436066971 0.0010826122661666199 -0.00037867208061643229 -0.00090898794608293605 0.00097426587583588937 0.00046905244227374965 -0.00094199084477464095 -0.00020460178415526909 0.00022833041160055849 0.0013184723359649208
leaf_weight=0.0010156877847293791 0.0014436692505609408 0.0017109315093453139 0.0017417117421913977 0.0012627173723771526 0.0012312910335490193 0.0013900679326024337 0.0012022395322417436 0.0025743677780472032 0.0010673946162053074 0.0010104367417667062 0.0018925666144724565 0.0019543622047883784 0.0014943977317445336 0.0011321881695778293 0.0011191086874822167 0.0019572432989156665 0.0019829948159406632 0.0015698767665019977 0.0019653190691755187 0.0017987880926810642 0.0013465909790522116 0.0031294564085371235 0.0023518776203754754 0.0010511038299276807 0.002122690029448651 0.0060054769777382645 0.0015402671609914265 0.0010869516437310711 0.0012269272975842238 0.0011429502856117324
leaf_count=15 180 122 109 35 66 498 160 175 277 181 48 45 103 20 20 130 203 31 261 139 40 89 29 143 33 439 73 172 64 10
internal_value=0 -5.44091e-05 -1.72958e-05 1.40266e-05 -1.73945e-05 8.82583e-06 -1.91041e-05 1.20136e-05 -4.18469e-05 -1.3939e-05 1.63591e-05 5.59563e-05 8.55326e-05 4.62445e-05 1.27692e-05 5.7202e-05 5.49301e-06 6.0948e-05 0.000116539 0.000180377 -8.49077e-06 0.000512641 0.000185307 0.000138946 0.000228922 0.000340895 0.000187641 0.000601387 -0.00042309 0.000613553
internal_weight=0 0.052506 0.050795 0.0493514 0.0476097 0.0463784 0.0451156 0.0437256 0.0400643 0.0389969 0.0377946 0.0359021 0.0348916 0.0333972 0.032265 0.0311459 0.0291887 0.0272057 0.0256358 0.0236705 0.0150918 0.00857865 0.00544919 0.0132931 0.012242 0.0108954 0.00877267 0.00366132 0.00276719 0.00309731
internal_count=3910 3895 3773 3593 3484 3418 3383 2885 2538 2261 2101 2053 1872 1769 1749 1729 1599 1396 1365 1104 931 173 84 792 649 609 576 347 137 55
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=51 30 124 45 14 151 1348 1456 1373 156 106 16 403 403 11 4 13 49 0 1 480 1375 48 47 457 43 13 376 133 15
split_gain=0.00132245 0.00137158 0.00132288 0.00133876 0.00123663 0.00113659 0.00121311 0.00144422 0.00110924 0.00106973 0.00100626 0.0010415 0.00124983 0.000969185 0.00089281 0.000869179 0.000728949 0.000803528 0.00187898 0.00160141 0.000725075 0.000756363 0.000937135 0.00136464 0.00103499 0.00095662 0.000857424 0.000887773 0.000792541 0.000767311
threshold=-0.40274499999999996 0.085915000000000019 0.51367000000000018 -0.080134999999999984 0.077685000000000018 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.099250000000000019 0.12428500000000002 0.092305000000000012 -0.53943499999999989 -0.088854999999999976 0.09389500000000002 0.079700000000000007 0.28937500000000005 -0.5337599999999999 -0.091004999999999989 0.076335000000000014 0.11649500000000002 0.086640000000000009 -0.43271999999999994 0.016865000000000002 0.12209500000000001 -0.0034949999999999994 -0.15109999999999998 0.015450000000000002 1.0000000180025095e-35 0.084760000000000016 -0.12507499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -13 14 16 -16 -14 18 19 -18 21 -19 23 25 -24 -23 27 28 -27 -26
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 13 -15 15 -17 17 20 -20 -21 -22 22 24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.001009921728538946 0.0014864891606914447 0.0014861415386661818 0.0013470671466227647 -0.0014247921132332754 -0.0011148151162995469 -0.0011395213469156454 0.001466915676324524 0.0011415690747760268 -0.0013382791788975501 -0.0014728530520406677 -0.001378334129658675 -0.0011804263321031178 -0.00074852368781627948 -0.0010557618639602021 -0.0013353804244774943 8.5617711343985455e-05 -0.0013052920195843894 -0.00045393305374051085 0.001486423963116279 0.00056162052780416851 -0.00070837028827886361 0.00091333232476040801 -0.00052192113053421609 -0.0013632744044964847 -0.00011628037902986722 0.00031622170041406956 -0.00060179530084486662 0.0014863967679683144 -0.00065661267490874716 0.0010798408904395551
leaf_weight=0.0029747942203517388 0.0012195042214671039 0.0013476739349353997 0.0015142306703381783 0.0012938634482182456 0.0024785575086045944 0.0025598291624269178 0.0011923022663395946 0.001979723413452191 0.0013381719659477645 0.0010282994993460184 0.001060590254297721 0.0017799599052898954 0.0018190392389456625 0.0015955451133042855 0.0017680381324112196 0.0020558398057346494 0.0031995559719115709 0.0025879803160222528 0.0010496609884285135 0.0014858152744210429 0.0015662292817502079 0.0045382375048390591 0.001263679132468277 0.001144128055472037 0.0013825634285540298 0.01404223499778269 0.0028196520227750091 0.0012532215133962401 0.0021297339846984 0.0082604083517314741
leaf_count=145 14 98 11 63 115 316 41 67 28 95 8 478 24 284 75 41 107 17 8 33 151 86 61 14 92 797 113 34 286 208
internal_value=0 9.37606e-07 -2.7093e-05 -5.68644e-05 -8.42716e-05 -4.56842e-05 -1.81902e-05 -4.5984e-05 -2.05675e-07 2.97319e-05 5.60174e-05 8.23727e-05 4.47541e-05 8.51675e-05 0.000119931 -0.000571406 0.00017439 0.000210321 -0.000310661 -0.000713261 0.000283217 0.000322613 0.000377174 0.000223439 0.000742631 0.00029669 0.000158459 0.000281479 0.000188106 0.000908347
internal_weight=0 0.0727543 0.0714066 0.0698924 0.0686729 0.0661943 0.0649004 0.0637081 0.0611483 0.0598101 0.0587818 0.0577212 0.0557415 0.0539616 0.052366 0.00382388 0.0485421 0.0467231 0.00573503 0.00468537 0.0409881 0.0394218 0.0368339 0.0259272 0.0109067 0.0247831 0.0202448 0.0174252 0.016172 0.00964297
internal_count=3910 3765 3667 3656 3642 3527 3464 3423 3107 3079 2984 2976 2909 2431 2147 116 2031 2007 148 140 1859 1708 1691 1330 361 1316 1230 1117 1083 300
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=20
num_cat=0
split_feature=453 4 2 11 14 9 3 2 47 0 4 12 43 51 3 4 160 3 2
split_gain=0.000118908 0.000149017 0.000225233 0.000206172 0.000190793 0.000158182 0.000175965 0.000147264 0.000229312 0.000203946 0.000251956 0.000183531 0.000192014 0.00018293 0.000145653 0.000339794 0.000316713 0.000182297 0.000126864
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.077165000000000025 -0.41128499999999996 -1.0000000180025095e-35 -0.15464999999999998 0.086875000000000022 0.10783500000000001 -0.10783 -0.0031049999999999997 0.10058500000000002 0.0033500000000000005 -0.032189999999999989 -0.015794999999999997 0.0057500000000000008 0.088785000000000017 -0.080884999999999985 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 -7 8 9 -8 -11 12 13 -9 17 18 -17 -15 -16
right_child=-2 2 4 -5 -6 6 7 11 -10 10 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.001527104090891836 -0.0013527116439700777 -0.00054075828305976098 0.00024893440687464679 -0.0018382988460928023 0.0025597149097567155 0.0012428358586030878 -0.0001083954263605797 -0.0015648008432881258 0.00038197003285270193 -0.00088007777179281775 -0.0035005986625530382 -0.0015194967849099092 0.0015694842856846375 -3.2401575996245326e-05 -0.0021039181274817268 -0.00044170055861763707 0.0025259605600325041 0.002321412374145375 -0.00021609511594829168
leaf_weight=0.0010101806413089767 0.0010007466050077065 0.0012809436121254958 0.0010071633859292106 0.0010092043888991755 0.0012691992962748913 0.0014346761110601803 0.0014438364255092706 0.0010097046206539173 0.0019812508867103062 0.0013485300419484314 0.0010073743266771377 0.0010118390881513348 0.0014750574169671432 0.0010576395331887934 0.0012247598130055203 0.0012224306123704842 0.0010511603923433199 0.0010117998021221819 0.0010298761312079741
leaf_count=62 99 68 95 212 241 45 88 316 119 988 171 312 236 382 80 60 24 240 72
internal_value=0 4.3362e-05 0.000789031 -9.38685e-05 0.00153732 2.2273e-06 -8.67621e-05 -0.00020692 -0.000711461 -0.0012816 -0.0020006 8.20305e-05 0.000260451 6.63101e-06 0.000247122 -0.000151076 0.000930353 0.00111844 -0.0012416
internal_weight=0 0.0228866 0.00355731 0.0193293 0.00227636 0.0183201 0.0173099 0.0158753 0.00578099 0.00379974 0.0023559 0.0100943 0.00908243 0.00760737 0.00659767 0.00452823 0.00227359 0.00206944 0.00225464
internal_count=3910 3811 404 3407 336 3195 3133 3088 1366 1247 1159 1722 1410 1174 858 236 84 622 152
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=18
num_cat=0
split_feature=8 11 160 124 43 16 4 15 16 48 49 160 151 4 2 3 52
split_gain=0.000119861 0.000141831 0.000132327 0.000196586 0.000193899 0.000325144 0.000213867 0.000206127 0.000208121 0.000202709 0.000330766 0.000141084 0.000215232 0.000156467 0.000184495 0.000114875 0.000193744
threshold=1.0000000180025095e-35 0.080455000000000013 -0.217635 0.10385500000000002 -0.049504999999999987 0.15737500000000001 -0.0010999999999999996 0.035895000000000003 -0.0092949999999999994 0.086870000000000017 -1.0000000180025095e-35 0.088785000000000017 -0.0032449999999999996 0.17888000000000001 0.11230000000000001 -0.075954999999999981 0.048490000000000012
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 9 6 7 8 -6 10 -4 12 -8 -14 -15 16 -12
right_child=-2 -3 3 -5 5 -7 11 -9 -10 -11 15 -13 13 14 -16 -17 -18
leaf_value=-0.0012050806024455664 0.0012444249256957063 -0.001407953593262089 -0.0016655748671252975 0.0016386598710925989 0.00032146921763719115 -0.0019685016854143508 -0.0022820711783188064 -0.00080960346047992545 0.0023095750500485624 0.0016972403834421622 -0.00093325556444062913 0.00046586914967669492 -0.0014320943860098307 0.0011174787429457805 -0.00088787587174543863 0.0013729575158809555 0.0011028067613086589
leaf_weight=0.0012080420873406541 0.0010122174018829524 0.0010534203462759786 0.0011175729752519459 0.0010537424209784421 0.0019693949820902557 0.0014395320342784909 0.0010842910999677713 0.001109792348979774 0.0011721837449298854 0.0014992258866066144 0.001256054384071531 0.001597952027610372 0.0013463786476580926 0.0013145115282637843 0.0012481743645467169 0.0016939976939801807 0.0013566712953267945
leaf_count=403 92 196 281 41 101 195 106 806 81 249 468 90 209 51 89 250 202
internal_value=0 -6.96533e-05 -3.98231e-06 6.76374e-05 -1.85584e-05 -0.000300376 -7.89072e-05 0.000574369 0.00106327 0.000481382 0.00014533 -0.000500268 -0.000809447 -0.000400972 0.000140757 0.00061525 0.00012398
internal_weight=0 0.0225209 0.0214675 0.0202595 0.0192057 0.0122822 0.0108427 0.00425137 0.00314158 0.00692352 0.0054243 0.00659131 0.00499336 0.00390906 0.00256269 0.00430672 0.00261273
internal_count=3910 3818 3622 3219 3178 1728 1533 988 182 1450 1201 545 455 349 140 920 670
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=17
num_cat=0
split_feature=52 52 39 131 50 159 13 3 2 4 49 2 16 3 2 15
split_gain=0.00011626 0.000198765 0.000159325 0.000264067 0.000183619 0.000234729 0.000156433 0.000226048 0.000227672 0.000190643 0.000172999 0.000232827 0.000204002 0.000121916 0.000116276 0.000110507
threshold=-0.27466499999999994 -0.15154999999999999 0.085060000000000011 0.08844500000000001 0.10119500000000002 -0.026594999999999997 -0.10241499999999999 0.11818000000000002 0.106285 0.0057500000000000008 -0.080034999999999981 0.084235000000000018 -0.0072149999999999992 -1.0000000180025095e-35 0.097940000000000013 -0.03231499999999999
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 -3 14 8 9 10 -8 -12 -13 -11 -7 -4
right_child=1 2 15 -5 -6 6 7 -9 -10 13 11 12 -14 -15 -16 -17
leaf_value=-0.00099946027498341123 0.0017567652320984535 0.0017482507261390027 0.0016790690468646767 -0.0022007318838761416 -0.0016945247263712711 -0.0002396831335321974 0.0003618835376821846 -0.0018720563359619256 0.0013994022929441111 -0.00022279161876197386 6.4846365625876901e-05 -0.0033975118224716977 -0.00094227639425481817 0.0014344164515652346 0.0013391057324468757 -8.8336141613495184e-05
leaf_weight=0.0018698664620438446 0.0011296746274196403 0.0013120373340653737 0.0014711833447220712 0.0010150832332446172 0.0010611123481705778 0.0013171288808900778 0.0014214567535937314 0.0013795925906165971 0.0014832447017912873 0.0018930953355591751 0.0012908956724208614 0.0011088289202325604 0.0011973514022707325 0.0012563683212079013 0.0019964106457850406 0.0010184156092978283
leaf_count=425 157 242 298 425 342 109 91 57 202 182 354 631 177 46 124 48
internal_value=0 7.30751e-05 -2.0981e-05 -0.000158157 -3.41326e-05 7.84004e-05 -7.43359e-05 -0.000310404 -8.71741e-05 -0.000357125 -0.000856303 -0.00133769 -0.00212277 0.000438294 0.000711539 0.00095608
internal_weight=0 0.0213519 0.0202222 0.0177326 0.0167175 0.0156564 0.0143444 0.0110308 0.00965124 0.008168 0.00501853 0.00359708 0.00230618 0.00314946 0.00331354 0.0024896
internal_count=3910 3485 3328 2982 2557 2215 1973 1740 1683 1481 1253 1162 808 228 233 346
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=146 147 1456 453 403 156 403 4 11 1374 38 40 42 43 376 1374 160 151 15 48 31 48 43 51 13 43 16 3 13 12
split_gain=0.000931 0.00104615 0.000755965 0.000765336 0.000658766 0.00069356 0.000736163 0.000669738 0.00100247 0.000608618 0.000531292 0.000630847 0.00122939 0.000695833 0.000874651 0.000713691 0.000716987 0.00084714 0.000706959 0.000569697 0.000563335 0.000596892 0.000608343 0.000633534 0.000533487 0.000486785 0.000454451 0.000402489 0.000498642 0.000711245
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.096095000000000014 0.096520000000000009 0.11896500000000002 -0.088854999999999976 0.50657000000000008 0.088315000000000018 -0.094679999999999986 0.11976000000000002 0.057150000000000006 -0.10770999999999999 0.24789500000000006 0.086445000000000008 0.084470000000000003 -0.091109999999999983 -0.084129999999999996 -0.091704999999999995 0.016865000000000002 -1.0000000180025095e-35 0.097140000000000018 -0.074254999999999988 0.08482000000000002 -0.11267999999999999 0.056750000000000009 -0.0041999999999999997 -0.075954999999999981 0.23436000000000004 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 -8 11 12 -11 14 15 16 19 18 -18 -14 -19 22 27 24 25 -24 -26 28 29 -22
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00091308362027641625 -0.0012591962525935029 0.000788248731037519 -0.00087660303717255138 -0.0011863317432964291 -0.00097132017334903003 -0.0010253508620397061 -0.00066352176420808606 0.0011038713723368347 -0.00093729664821090781 -0.00086488804452195228 -0.00081476468127793537 0.00095840761498906877 -0.0011001024883423255 -0.0007693538302248527 0.0013461914237570794 -0.00085397074046649434 0.00035403119719613972 0.0013462967183619199 -0.00087794205347345889 0.00023412723461321093 0.00048064223221145957 0.00093384927834297394 -0.00021764690930129192 0.00075942099565340826 -0.00077701448402315036 0.00085055221692211815 6.8776054934115748e-05 0.001097427500548598 0.0011905512578287084 -0.00080871906279185283
leaf_weight=0.0018097980900302338 0.0011088528176514947 0.0027904252788237818 0.0014717475270007432 0.0010056889945388994 0.0012256119769613041 0.0010991697430782202 0.0017548425699906991 0.001152406041403208 0.0017345777767632234 0.0020857685433054432 0.0010065869315383216 0.0017757379141514198 0.0012309621372283966 0.0012744609042336643 0.0012541402512733493 0.0011230902641266019 0.0015611337360348365 0.0011097550657428448 0.0018364135340789281 0.0010958551788438076 0.0031026523733781453 0.0028134876341681095 0.0015653419397496596 0.0018122058931937524 0.0026559659040821066 0.0015264794032412432 0.0020307885699742114 0.0018758034405941216 0.0010670177865677033 0.0010331062927981804
leaf_count=365 11 148 504 33 287 110 63 178 87 147 21 44 217 149 44 87 79 35 129 59 207 99 40 87 377 24 159 53 7 60
internal_value=0 -1.19983e-05 -6.04471e-05 -2.5599e-05 1.37578e-06 2.97268e-05 5.80467e-05 9.28902e-05 6.24916e-05 0.000109885 0.000148844 0.000177516 0.000134256 0.000203795 0.000247018 0.00019678 0.000241622 0.000310809 -0.000311865 -0.000471724 0.000413543 0.000360413 0.000263627 4.27318e-05 -0.000124238 0.000309739 -0.00041053 0.00056292 0.000370209 0.000158562
internal_weight=0 0.048881 0.0460906 0.0442808 0.0432751 0.0420495 0.0409503 0.0394786 0.0383262 0.0365916 0.0348368 0.0338302 0.0320544 0.0299687 0.0286942 0.0274401 0.026317 0.0239902 0.00339755 0.00232682 0.0205926 0.0194828 0.0166694 0.00959078 0.00777858 0.00309182 0.00468675 0.00707858 0.00520278 0.00413576
internal_count=3910 3899 3751 3386 3353 3066 2956 2452 2274 2187 2124 2103 2059 1912 1763 1719 1632 1356 208 276 1148 1113 1014 687 600 64 536 327 274 267
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=146 375 52 151 1 50 0 133 376 42 156 50 147 4 0 1374 1429 15 1 1 1374 158 150 3 3 3 3 12 13 15
split_gain=0.00146578 0.00133633 0.00128663 0.00132169 0.00122063 0.00125432 0.00109488 0.000921778 0.000914228 0.00091319 0.00183809 0.000777687 0.000648156 0.00090955 0.000946624 0.000616893 0.000663716 0.000957354 0.000985301 0.000893097 0.000939749 0.000845756 0.000762059 0.000747812 0.000653759 0.000677273 0.000643201 0.00117927 0.000866844 0.000840688
threshold=0.10949000000000002 -0.40343999999999997 -0.42985499999999993 -0.52174999999999983 0.11368000000000002 0.14262000000000002 -0.024394999999999997 0.10681500000000001 0.088415000000000007 -1.0000000180025095e-35 0.013700000000000002 0.10119500000000002 1.0000000180025095e-35 0.24280000000000004 -0.14070999999999997 0.086000000000000007 -1.0000000180025095e-35 -0.26361999999999991 0.11215000000000001 0.10004000000000002 -0.094679999999999986 0.085110000000000005 0.075065000000000007 0.094625000000000015 0.088060000000000013 -0.075954999999999981 -0.115685 0.094045000000000004 -0.084084999999999979 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 12 8 9 10 -5 15 13 14 -6 16 -11 -18 19 20 -19 23 24 26 25 -21 29 28 -28 -22
right_child=-2 2 3 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 17 18 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012565627587760196 -0.0012617258484937345 -0.00097713864222490434 -0.0012887984840470738 -0.0011308462087996009 -0.0012629704314030357 -0.00088049642107023687 0.0013352616835652009 -0.00087788727063352638 0.0011943332744920123 -0.00077938089406811911 0.00072732748137383006 -0.0010703746568668355 0.0013461223148775465 0.0008005484702309489 0.00016876642999100416 -0.0007857934510307657 0.0013461721754034379 -0.0010093677463731349 -0.00090478892714891993 -0.00010746049226161741 0.001271610900983265 -0.00074817350638924519 0.0012105084198231494 0.00070028473131457727 -0.00061710980736245772 0.0012955753410550837 -0.00056952900440917977 -0.0013460648119755869 0.00024068080030942028 0.00016190550847276655
leaf_weight=0.0015157339025790853 0.0017284416644542935 0.0022592003465324853 0.0012973481590705651 0.0032313568736622713 0.001001027282427458 0.0012144645379237326 0.0025801208274520695 0.0021555121408234337 0.0011753565478116448 0.001439197307200323 0.0013746258961830904 0.0010823545883522625 0.0010791112742012379 0.0034237062603259538 0.00509222769101925 0.0014194495042367796 0.0011779863348380095 0.0014099982098798583 0.001644139256370635 0.0012002398377148893 0.0015787023809394896 0.0019007499342551517 0.0024485237501643553 0.0042146076295068715 0.0011184590910033876 0.001296575483694439 0.003223863630746668 0.0012368591384976932 0.0092732803266360082 0.0057091885253548321
leaf_count=10 11 353 51 692 16 20 111 481 15 67 60 219 41 209 135 62 26 35 23 26 28 190 86 44 23 38 372 105 285 76
internal_value=0 -6.78514e-06 2.13799e-05 5.60858e-05 8.34758e-05 0.000428361 0.000549 -1.71736e-05 2.21703e-05 -7.79287e-06 -0.000576286 5.54947e-05 0.000357546 0.000245454 -6.64457e-05 8.57388e-05 0.000117563 0.000152048 0.000113249 0.00016161 6.19638e-05 0.000117628 0.000630723 0.000182838 0.000238051 0.000621124 7.9097e-05 -9.24039e-05 3.16726e-05 0.00040229
internal_weight=0 0.068774 0.0672582 0.064999 0.0637017 0.0143907 0.0131762 0.049311 0.0471555 0.0459802 0.00460598 0.0413742 0.0105961 0.00951696 0.00609325 0.0402918 0.0388724 0.0374332 0.0362552 0.034611 0.0285472 0.0271373 0.0060638 0.0252365 0.00361527 0.00249682 0.0210219 0.013734 0.0124971 0.00728789
internal_count=3910 3899 3889 3536 3485 532 512 2953 2472 2457 752 1705 401 360 151 1486 1424 1357 1331 1308 1135 1100 173 910 87 64 866 762 657 104
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=19
num_cat=0
split_feature=44 1 4 2 13 15 47 3 48 16 150 16 52 51 12 3 0 13
split_gain=0.00012063 0.000156153 0.000244105 0.000287565 0.000232468 0.000224386 0.000181455 0.000246989 0.000243965 0.000301516 0.000237619 0.00032281 0.00036691 0.000184392 0.00015946 0.00013868 0.000130963 0.000120603
threshold=1.0000000180025095e-35 0.076710000000000014 -0.084009999999999987 0.10836000000000003 -0.17606499999999997 0.079360000000000014 0.09252500000000001 -0.074234999999999982 0.085875000000000021 0.050115000000000007 0.11456000000000001 -0.13863999999999996 -0.060039999999999989 0.090935000000000016 0.085185000000000025 -0.10140999999999999 -0.061129999999999997 -0.083514999999999992
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 15 -3 6 8 -8 9 10 11 -6 -13 -10 -4 -1 -9 -16
right_child=-2 4 14 -5 5 -7 7 16 13 -11 -12 12 -14 -15 17 -17 -18 -19
leaf_value=-0.001503608391192393 -0.0013872069871457844 0.0021310093975075925 -0.0022630254965236539 0.002106371266638085 0.0037203240261103063 -0.0014712957020909701 0.00083158173521285681 -0.0024158439154582413 -0.0012844309755769743 -0.00082635661739161525 -0.00016215019341545462 0.0029134134046177999 0.00010746029512960155 0.00074476084034940965 0.00036339420168386466 0.00040261313415777854 -0.00036549602073666535 -0.0014675159008348208
leaf_weight=0.0010975584369401492 0.0010039269305117662 0.0010303717312623037 0.001370852876440066 0.0010372248374679316 0.0011181677498485225 0.001282831620754544 0.0013579075913758842 0.0010227272049927461 0.001652720950868769 0.0012074713592094 0.0012341218671119147 0.0012458436270383925 0.0019619216589556957 0.0013146685754472642 0.0012078795931267077 0.0014464368234539376 0.0010148006460157797 0.0011467492527864071
leaf_count=88 71 172 403 26 160 481 133 101 135 240 81 88 154 50 326 308 36 857
internal_value=0 4.50683e-05 -0.000441974 0.000311859 0.000275499 0.000142852 0.000300554 -0.000504337 0.000581292 0.00100517 0.00140292 0.00184941 0.00119725 -0.00038542 -0.00116662 -0.00041979 -0.00139466 -0.000528294
internal_weight=0 0.0227503 0.0073067 0.00358122 0.0154436 0.0144132 0.0131304 0.00339544 0.00973492 0.00676753 0.00556005 0.00432593 0.00320777 0.00296739 0.00372548 0.002544 0.00203753 0.00235463
internal_count=3910 3839 2008 422 1831 1659 1178 270 908 723 483 402 242 185 1586 396 137 1183
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=146 45 156 1429 403 453 4 11 403 1374 106 31 16 43 43 16 1456 38 3 1374 0 43 2 42 0 0 52 48 13 16
split_gain=0.00108242 0.00122151 0.00103183 0.000837707 0.000812147 0.000777209 0.000927786 0.00072005 0.000761704 0.0006365 0.000637642 0.0012811 0.000783908 0.000817309 0.000713373 0.000612715 0.000594097 0.00054749 0.000924483 0.00053045 0.000887652 0.00094549 0.000864457 0.000676953 0.00091993 0.000925198 0.000732877 0.000669798 0.000645639 0.00055691
threshold=0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096520000000000009 0.096095000000000014 0.50657000000000008 0.088315000000000018 -0.088854999999999976 0.090240000000000015 0.090450000000000016 -1.0000000180025095e-35 -0.50585499999999983 0.24789500000000006 0.14198000000000002 -0.25582999999999995 -1.0000000180025095e-35 0.10208000000000002 0.31335500000000011 -0.094679999999999986 -0.23029999999999998 -0.053009999999999995 0.11635500000000001 -0.10770999999999999 -0.070894999999999986 -0.083934999999999996 -0.076599999999999988 0.092930000000000013 -0.086849999999999997 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 11 -10 -13 14 16 -9 -14 18 19 27 -21 23 29 26 25 28 -22 -18 -25 -23
right_child=-2 2 3 4 -6 -7 -8 15 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013462638771075004 -0.0012626376369217313 -0.0013460060584596495 -0.0010255941269713869 -0.00090997583048934585 -0.0010005034618096884 -0.0010736988463973878 0.0012602034234419968 2.6265231622502459e-05 0.0013462886999636087 -0.00088478615483395082 -0.00091704647185781587 0.00075142690406209431 -0.00078557603436060395 -0.00083315201125883098 0.00098754718838517126 -0.0013461104357295149 -0.0012697724213513572 -0.00074164703010860648 0.001346079903328964 0.00091855253597801707 0.00027298511240906676 -0.00028996358187375384 0.00051678149900452163 -0.00059092427316054794 0.00082041192393634611 -0.00096399510655989496 -0.001212733850455482 0.00020841048667014198 0.00059068056050963957 -0.0013460442536376012
leaf_weight=0.0011981350586012232 0.0012537574998532355 0.0010545830176320594 0.0014087633134076674 0.0013467539305624934 0.0013587737225626553 0.001083380117734122 0.0011754280900788663 0.001152800016711808 0.0016093372868173353 0.0011190099531255262 0.0010035389017843946 0.0032939026403777513 0.0014119250282791365 0.0017439284416025371 0.0016045469172575313 0.0012057453213589744 0.00111792823629031 0.0013239699994276313 0.0011140308940085211 0.0024683266077491868 0.001460937335414858 0.0078197195758945917 0.0022835687124826967 0.0010696334824480394 0.0057640883948768687 0.001244915351567677 0.0010223760000274149 0.0011034323781586863 0.003863705476061503 0.0010229006095174862
leaf_count=28 11 197 148 500 289 35 181 28 60 62 16 155 271 162 37 65 53 36 55 26 43 539 67 111 141 262 44 11 222 55
internal_value=0 2.01884e-06 -2.76683e-05 -1.53364e-06 2.6323e-05 5.39897e-05 7.87476e-05 4.99187e-05 8.72562e-05 0.00011746 0.000143333 0.000168464 0.00012193 6.65481e-05 0.000110503 -0.000675326 6.9224e-05 0.000106156 0.000141954 9.75964e-05 0.000147787 7.33303e-05 -0.000221477 0.000300709 0.000433665 7.28444e-05 -0.000338683 -0.000535504 0.000334488 -0.000412129
internal_weight=0 0.0554501 0.0542519 0.0531974 0.0517886 0.0504298 0.0493464 0.048171 0.0458125 0.0444657 0.0433467 0.0423432 0.0407338 0.0374399 0.035696 0.00235855 0.0340915 0.0326795 0.0313556 0.0302415 0.0280202 0.0255518 0.0111262 0.0144257 0.0119423 0.00617825 0.00248331 0.00222136 0.00493334 0.00884262
internal_count=3910 3899 3871 3674 3526 3237 3202 3021 2928 2428 2366 2350 2290 2135 1973 93 1936 1665 1629 1574 1510 1484 661 823 736 595 87 64 333 594
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=18
num_cat=0
split_feature=14 132 3 41 157 484 133 160 151 4 2 52 48 16 42 2 1
split_gain=0.000113901 0.000121559 0.000213113 0.000203547 0.000151796 0.000158017 0.000127874 0.000338925 0.000222133 0.000312564 0.000228449 0.000374972 0.000375515 0.000235526 0.000227288 0.000169673 0.000163375
threshold=0.073890000000000011 0.080815000000000012 -0.115685 0.078150000000000011 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084874999999999992 0.27020000000000005 0.10113500000000002 0.10701500000000001 0.085760000000000017 -0.25582999999999995 0.08401500000000002 0.087995000000000004 0.094695000000000015
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 -6 -8 -9 10 13 12 -12 -10 15 16 -15
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0012639984568171825 -0.0013161963936156621 0.002566312393513391 -0.00034266270662145957 -0.0019593684302526226 -0.0012996135107160062 -0.0017330428877302723 -0.0018188142765612899 -0.0011309188046241332 0.0027580340521985445 0.0029202690892454479 -0.0027155614310485476 0.0014187680092885792 0.0007188136349348393 -0.0021730508057250545 0.0018877837998343477 0.00095719813715285204 0.00025459799593577343
leaf_weight=0.0018806438203171618 0.0012703790903801906 0.0010000413592190505 0.0010078579336860174 0.0010501741372808118 0.0013124437250349582 0.0010701345681382859 0.0015590220167372723 0.0017000822941728453 0.0011059673842304081 0.0010499303252945466 0.0016950086612677051 0.0013954575618964071 0.0010142942224131701 0.0010514044168183382 0.0016700794149254738 0.0017679650768450683 0.0011645095039423126
leaf_count=431 135 69 286 112 793 325 402 163 30 189 168 65 70 146 332 133 61
internal_value=0 5.78436e-05 0.00110616 -4.48999e-05 5.85384e-05 -7.05914e-05 3.73201e-05 0.000152958 0.000378746 0.000594158 0.000369369 -0.000461411 -0.00142982 0.000873836 0.000505269 -7.42946e-05 -0.00089727
internal_weight=0 0.022495 0.0020079 0.0204871 0.0194369 0.0175563 0.0164862 0.0151737 0.0136147 0.0119146 0.0108647 0.00410476 0.0027093 0.00675993 0.00565396 0.00398388 0.00221591
internal_count=3910 3775 355 3420 3308 2877 2552 1759 1357 1194 1005 303 238 702 672 340 207
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=146 147 1456 457 1373 403 403 453 156 4 11 480 457 51 49 49 3 158 123 133 0 52 42 148 48 51 42 4 2 16
split_gain=0.000994369 0.00118451 0.000762867 0.000639101 0.000688165 0.000621492 0.000593887 0.000597874 0.000629262 0.000683035 0.00100881 0.000674158 0.000599426 0.00065851 0.000489687 0.000746707 0.000687357 0.000576278 0.000489039 0.000532537 0.000441018 0.000669816 0.000550104 0.000412346 0.000373043 0.000429904 0.000351381 0.000329862 0.000651659 0.00032156
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.23052999999999998 0.085770000000000013 0.09389500000000002 -0.088854999999999976 1.0000000180025095e-35 0.11896500000000002 0.50657000000000008 0.088315000000000018 0.08456000000000001 0.41137000000000007 0.084305000000000019 -0.084934999999999997 -0.075429999999999983 -0.0026499999999999996 0.085745000000000002 0.09394000000000001 0.10681500000000001 -0.070894999999999986 0.084890000000000007 0.084100000000000022 -0.07990499999999999 0.091555000000000011 0.11355500000000002 0.084685000000000024 -0.49837999999999999 0.10113500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 10 11 12 13 14 16 -16 26 18 19 20 21 22 29 -3 25 -15 -8 -22 -29 -17
right_child=-2 23 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14 24 15 17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00094069013478471843 -0.0012770547087309044 0.00012459724165429575 0.0010202644039209591 -0.00084104622802182801 -0.0010084801553087719 -0.00094153606272201268 -0.00034592508786843645 -0.00098395613628028049 -0.00095733307947076134 0.0011243552280630347 -0.00097039501697861489 -0.00096099942343583374 -0.00064398904276716305 0.00069050117017482404 0.0011783015388973288 0.00068984477392306366 -0.0011126042006479066 -0.00086008208314658258 -0.00075898109263376149 -0.0007470388532760658 -3.7627654707825285e-06 -0.00093167966110231735 -0.0005739870979601312 0.0011905216342917939 0.0010836800007111877 -0.00040005097296741935 0.0006879024599832686 0.00087100710436817266 -6.6462503839361564e-05 8.1351300193518089e-05
leaf_weight=0.0017708205701613125 0.0011815947154900633 0.0010379669463347341 0.0010820805794899959 0.001479941159962638 0.0013615713199977 0.0013274592147344269 0.0014847707375258423 0.0010371166980043247 0.0010872553133105525 0.0011927839794245712 0.0016800318003067352 0.0010563954743167949 0.0016900694287187426 0.0021040536791856459 0.0013425010137808604 0.0031043979178200076 0.0013973590703937324 0.0010681596303481191 0.0010056567030969346 0.0010110352060448404 0.0020113761380144979 0.0011210019997353058 0.0014176486166725955 0.0020058351589042891 0.0021241383327539332 0.0010075247900682704 0.0010634315578315068 0.0053235256758705947 0.0018949977757216629 0.0034624424270590631
leaf_count=365 11 70 40 507 53 300 61 64 106 176 85 190 32 125 49 112 24 129 40 88 60 308 185 78 85 67 55 91 95 259
internal_value=0 -2.78033e-06 -5.68545e-05 -2.20268e-05 -4.77434e-05 -1.69607e-05 1.28525e-05 4.46941e-05 7.2296e-05 0.000102098 6.8573e-05 0.000118889 0.000152807 0.000194963 0.000107691 0.000185084 -0.000338809 0.000122835 0.000174422 0.000222942 0.000276428 6.20615e-05 0.00020158 0.000827031 0.000640156 0.000337382 8.55182e-05 0.000487905 0.000624904 0.00036901
internal_weight=0 0.0497533 0.0467095 0.0449387 0.0438566 0.0424951 0.0411676 0.0396877 0.0386506 0.0375633 0.0363705 0.0346905 0.0336341 0.031944 0.0267083 0.0227627 0.00394556 0.0214202 0.0203521 0.0193464 0.0183354 0.00910549 0.00798449 0.0030438 0.00523572 0.00311158 0.0025482 0.0092299 0.00721852 0.00656684
internal_count=3910 3899 3751 3386 3346 3293 2993 2486 2422 2316 2140 2055 1865 1833 1556 1416 140 1367 1238 1198 1110 864 556 148 277 192 116 246 186 371
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=31 1429 4 480 457 457 403 403 151 16 2 11 4 4 2 15 12 43 4 16 4 123 42 1 47 2 16 3 52 52
split_gain=0.000615604 0.000479005 0.000597433 0.000519556 0.000620778 0.000722216 0.000589768 0.000567993 0.000377061 0.000486346 0.000912816 0.000612273 0.000540747 0.000689509 0.000558553 0.000648188 0.000683885 0.000530885 0.000528681 0.000502236 0.00060483 0.000579518 0.00049858 0.000477876 0.000569435 0.000355671 0.000424708 0.000355033 0.000325415 0.000461971
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.15747999999999998 -0.0034949999999999994 -0.088854999999999976 0.10020000000000001 -0.40391999999999995 -0.50585499999999983 -0.13811499999999996 0.080455000000000013 -0.0010999999999999996 -0.0044799999999999987 0.10910500000000002 0.084565000000000015 0.098595000000000016 -0.11652999999999998 -0.39075499999999991 -0.30307999999999996 0.0021050000000000005 0.096720000000000014 0.084745000000000015 0.12811000000000003 0.081905000000000019 0.11339500000000001 -0.094359999999999986 0.045635000000000002 0.084890000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 12 13 14 15 16 17 -11 -16 -14 -21 23 28 24 25 26 -22 -25 29 -19
right_child=1 2 -4 -5 5 6 7 -9 9 11 -12 -13 19 -15 18 -17 -18 22 -20 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00054583686006668851 -0.00096882474470366101 0.00069293904410129591 0.00065939329387673055 -0.0010652499343496464 -0.0009281699234032335 -0.0010046597259792823 -0.00084394692251827123 -0.0010242987337331685 -0.00039628076039216736 0.00087527621429341063 0.00077250912756074398 -0.00090762859685430855 -0.0010442431747669032 0.00090392748471110752 0.0010794965071159474 -0.00091797071475766651 -0.00097043715961583682 -6.5423169463582165e-05 1.802617872353957e-06 -0.0010659486611672565 -0.00030612278651537831 -0.00098565606698763214 -0.00077525280481005674 -5.2197682694768828e-05 -0.00074495060626560475 -0.00043954613675145242 0.00061330547129290636 0.00090943896474625049 -0.00036472540027603182 0.00075151043781848702
leaf_weight=0.0015974870137163135 0.0012487565933588787 0.0011130212515233487 0.0011616577568787081 0.0010705524755684195 0.0020857704483527853 0.0012758469430158561 0.001073489912140956 0.0010968115020127947 0.0017060331326916867 0.0010562339860946688 0.0023760567565895762 0.0015628031778787124 0.001245109318820826 0.0012431579517561122 0.0011386970643911809 0.0014895603395903576 0.0010635032684678256 0.0024882474566494403 0.0016665409880309836 0.0011499260076080113 0.0011968883505644205 0.0010598258453455864 0.0011781760061846391 0.0010949612078547943 0.0019829563266380301 0.0015840605418260267 0.0019847225583304847 0.0011913230798299423 0.0016571846147923619 0.0017537607404367519
leaf_count=113 179 45 167 234 234 469 78 250 24 44 143 124 82 62 18 568 45 175 139 86 59 21 136 16 97 72 87 24 71 48
internal_value=0 -0.000224853 -0.000202599 -0.000227271 -0.000204568 -0.000230581 -0.000190516 -0.000160872 -0.000132972 -0.000109752 0.000284035 -0.000165591 -0.000122996 3.51806e-05 -4.48667e-05 -0.000171949 -5.11234e-05 6.90807e-05 0.000439258 -0.000309607 -0.000228262 -0.000132838 -5.12367e-05 -3.27999e-05 -0.000195984 3.24359e-05 0.000267426 0.000448886 9.33625e-05 0.000272319
internal_weight=0 0.0429956 0.0417469 0.0405852 0.0395147 0.0384016 0.0363159 0.03504 0.0339432 0.0328697 0.00408209 0.0287876 0.0272248 0.0147351 0.0134919 0.0106867 0.00919711 0.0081336 0.00280524 0.0124898 0.0112447 0.0100947 0.00707737 0.00903491 0.00674863 0.00476567 0.00318161 0.00228628 0.00589919 0.00424201
internal_count=3910 3797 3618 3451 3217 3172 2938 2469 2219 2141 167 1974 1850 1306 1244 1087 519 474 157 544 462 376 430 355 315 218 146 40 294 223
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=45 14 1429 31 4 403 480 457 457 447 11 1456 403 48 1374 51 160 123 43 16 16 16 43 2 133 3 2 4 0 12
split_gain=0.00108643 0.00129246 0.000781169 0.000624047 0.000579978 0.000588932 0.000547823 0.00067523 0.000838236 0.000680361 0.000736368 0.000708266 0.000687207 0.000536648 0.000564283 0.000520384 0.000492069 0.000465037 0.000531947 0.000647031 0.000880668 0.000668248 0.00101612 0.000494536 0.000411996 0.000398245 0.000349119 0.000340009 0.000548048 0.000329636
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.10020000000000001 0.08456000000000001 -0.15747999999999998 -0.0034949999999999994 0.089095000000000021 0.088315000000000018 -1.0000000180025095e-35 -0.088854999999999976 -0.04689999999999999 -0.094679999999999986 0.013805000000000001 -0.089804999999999982 0.10678000000000001 -0.074254999999999988 -0.50909499999999996 -0.035699999999999989 0.15100500000000003 0.088185000000000013 0.092745000000000008 0.087035000000000015 -0.075954999999999981 0.08400500000000001 0.0033150000000000007 -0.15713499999999997 -0.023959999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 -13 -14 -15 17 -17 18 24 -20 -21 23 -23 -22 25 26 -16 28 -18 -27
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 12 13 14 15 16 27 -19 19 20 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0013733320026557605 -0.0010330827984924289 -0.0011635745435512579 0.00086518088051263384 0.0010145600460422452 0.00088290990258846672 -0.0010712439628168774 -0.00097662064033409205 -0.0009016008507086291 -0.00094353012754473935 0.00105352454687844 -0.00087916146654100889 -0.0009923349803280788 -0.00078279830401661182 -0.00060726161891040014 -0.00023517397532763081 -0.00027143396158681345 -0.00021695349365974845 -0.00079630112918454004 0.00084320233912597376 -0.00068966439120496435 0.00013740548959366924 -0.001001022823702799 0.00055445830141957124 0.0013714720645792637 -0.00031797546485160292 0.00027192168740125343 0.00054287431989666129 0.0013259087257832128 0.0009218356895268219 0.0012131071239084889
leaf_weight=0.0010244375678212228 0.0013602896792835875 0.0019042729921512338 0.0015989203489605855 0.0012342232272217748 0.0013309033917132665 0.0010139526044524163 0.0010782567096129228 0.001917310359667467 0.0013189553760044595 0.0011841422772205226 0.0017243220009106599 0.001079452692138049 0.0011845505328054165 0.0016986540482584181 0.0016970896994372717 0.001082737870424566 0.001225241869178717 0.0010224718211171427 0.0013289600732644255 0.0038108486718428231 0.0013411362344844299 0.0016442085491306102 0.0015262962418169934 0.0011257898803851418 0.001305152544111011 0.0010602213328656518 0.0030234124870904822 0.0013898229850717314 0.0022761999375218158 0.0020720572024615037
leaf_count=15 180 122 109 41 160 263 233 227 273 96 74 454 59 57 78 75 16 25 40 485 122 89 28 36 166 55 107 41 143 41
internal_value=0 -5.59257e-05 -8.69156e-06 2.34937e-05 -8.7823e-06 -3.81826e-05 -1.15642e-05 1.5624e-05 -1.76628e-05 3.05918e-05 -5.10017e-06 4.16869e-05 8.37483e-05 0.000122708 0.000160173 0.000208577 0.000566011 0.00010669 0.000153004 -5.37223e-05 -0.00017988 0.000164729 -0.000252207 0.000700576 0.000396284 0.000514995 0.000263155 0.000751389 0.000523345 0.000894532
internal_weight=0 0.0465599 0.0446556 0.0432953 0.0416964 0.0403655 0.0393515 0.0382733 0.037039 0.0351217 0.0339376 0.0322133 0.0308943 0.0298149 0.0286303 0.0269316 0.005974 0.0209576 0.0199352 0.0107772 0.00944828 0.00563743 0.0031705 0.00246693 0.00915793 0.00785278 0.0047205 0.00489126 0.00350144 0.00313228
internal_count=3910 3895 3773 3593 3484 3324 3061 2828 2787 2560 2464 2390 2117 1663 1604 1547 275 1272 1247 800 760 275 117 158 447 281 185 200 159 96
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=146 147 1456 9 457 457 403 1429 4 11 403 480 1374 48 51 16 52 16 52 0 4 15 40 12 150 0 12 2 475 48
split_gain=0.00121698 0.00133675 0.00126231 0.000767542 0.000709547 0.000781143 0.000756381 0.000680625 0.000773696 0.00109729 0.000767339 0.000770736 0.000762218 0.000945933 0.000629038 0.000917955 0.000789195 0.000842829 0.00106862 0.000694261 0.001435 0.000689007 0.000764647 0.00107079 0.000666314 0.000579822 0.000575163 0.00056133 0.000518749 0.00050201
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.016839999999999997 -0.23052999999999998 -0.079274999999999984 -0.092224999999999988 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.09389500000000002 0.08598500000000002 -0.094679999999999986 0.095825000000000007 0.013805000000000001 -0.014099999999999998 0.098910000000000012 -0.23935499999999996 0.082665000000000002 0.18055000000000002 -0.49837999999999999 0.079360000000000014 -1.0000000180025095e-35 -0.036459999999999992 0.082590000000000011 -0.14136999999999997 1.0000000180025095e-35 0.12068000000000001 -1.0000000180025095e-35 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 13 -9 15 16 17 27 -19 20 -17 22 -22 -24 25 -16 -25 -14 -28 -27
right_child=-2 -3 3 4 5 6 7 8 -10 -11 -12 -13 14 -15 24 19 -18 18 -20 -21 21 -23 23 26 -26 29 28 -29 -30 -31
leaf_value=-0.0011052018617787602 -0.0013552610843525679 0.00087690893752015388 0.00088298437060997366 0.0010424681650634143 -0.0010224959281093556 -0.0011827943670959884 -0.0010418290703198552 -0.0014569920338643847 0.00099103786857226636 -0.0010350019140324836 -0.0010368575812269398 -0.0011650704523239947 0.00037923288654493058 0.00035677813001967925 -0.00036694297985541673 -0.0014572257596494414 -0.0010766473740072471 -0.0012473980921703179 0.00043446431140068 0.0009304480614145069 -0.00060254967117759459 -0.00074031931129106218 -0.00087016947275694574 0.0011697420120115073 0.0010973686699986957 9.96093534119025e-05 -0.00040187634397134225 -0.00074246942254966263 0.00063072707554759919 0.0012316986488768919
leaf_weight=0.0022915431084191687 0.0014223155267245593 0.0035390647936193167 0.0020061908701762823 0.0012656341533627815 0.0017355080767611488 0.0011756213615297098 0.0012956205149348135 0.0014122983007496251 0.0017083840360534444 0.0021045059843132199 0.0013549391252510859 0.0010341324112828057 0.0061134717726094474 0.001074752426305281 0.0021615091521276497 0.0010916783949710398 0.0019967734080985631 0.002305605346085926 0.0012294413639433177 0.002894968264911312 0.0014582601504997727 0.0012716908444780897 0.001056105845350431 0.0032860357767958807 0.0027701602352969701 0.0018820510064174734 0.0013001241561534415 0.0011204842081666833 0.0050189587068141207 0.0014892760675646599
leaf_count=365 11 148 116 39 178 459 142 51 147 89 278 156 125 11 44 38 162 227 252 20 69 102 23 56 59 144 93 43 207 56
internal_value=0 8.13381e-06 -4.58968e-05 -1.44969e-06 -3.51773e-05 -6.17422e-05 -2.813e-05 -1.01664e-07 2.85324e-05 -7.66461e-06 4.22408e-05 7.70797e-05 0.000108461 -0.000673191 0.000159025 6.12208e-05 -0.000235409 -7.94275e-05 -0.000662469 0.000279125 0.000148933 0.000279871 0.000386919 0.00052226 0.000514097 0.000222067 0.000675361 0.00020549 0.000418273 0.000599707
internal_weight=0 0.0604448 0.0569057 0.0546142 0.052608 0.0513424 0.0496068 0.0484312 0.0471356 0.0454272 0.0433227 0.0419678 0.0409336 0.00248705 0.0384466 0.0301436 0.0127658 0.010769 0.00353505 0.0173778 0.0144829 0.0133912 0.0121195 0.0106612 0.008303 0.00553284 0.00960512 0.00723396 0.00631908 0.00337133
internal_count=3910 3899 3751 3386 3270 3231 3053 2594 2452 2305 2216 1938 1782 62 1720 1417 809 647 479 608 588 550 448 379 303 244 356 168 300 200
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=158 46 14 1429 403 1374 403 1374 160 1 159 42 0 11 38 39 47 4 13 0 2 16 31 13 51 16 40 3 15 13
split_gain=0.00097986 0.000847696 0.00110866 0.00079734 0.000716228 0.000737959 0.000735967 0.000743179 0.000624963 0.000573839 0.000836763 0.000813702 0.00078727 0.000584274 0.00065052 0.000665933 0.00138372 0.000722783 0.000528625 0.000510343 0.000747107 0.000919782 0.00065623 0.000622521 0.000501827 0.000571336 0.000457789 0.000455489 0.000537345 0.000403526
threshold=0.11034000000000001 -0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.088854999999999976 0.090240000000000015 0.096520000000000009 -0.094679999999999986 -0.40446999999999994 1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.084074999999999997 0.087830000000000005 0.084445000000000006 0.15608500000000003 0.13206500000000002 -0.17479499999999998 -0.48634999999999995 -0.056754999999999993 1.0000000180025095e-35 -0.17157499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092720000000000011 -0.52908499999999992 -0.074429999999999982 0.11476000000000001 -0.089024999999999979 0.0043150000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -9 11 13 -10 27 14 15 16 17 -11 -14 20 21 -19 -23 -22 25 -25 -20 28 -13 -18
right_child=-2 2 -4 4 5 -7 -8 8 9 10 -12 12 18 -15 -16 -17 29 19 26 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012069934704143342 -0.0013277062901300401 -0.0010340696453594413 -0.0011314268555894424 -0.00091054940384343317 -0.00070155617576294054 -0.0010232321127581019 -0.00099150750385543131 -0.00074130435968841678 -0.0011568267678884021 -0.00062690732996015187 0.0010216389700276416 -6.3365201506428934e-05 -0.00057704028092238075 -0.00053981486853506874 -0.00058356047545291305 0.0014008525920089119 -0.00016552177782349123 0.00068748382958585066 0.0013067709677286516 0.001225316074817997 0.0013364112856316997 0.0004315848653410461 -0.00095466852321040468 -0.00026601654467941989 -0.00027708313307752872 0.0008885155274429464 0.0002972691995378041 0.0002298085767615426 -0.0014004093465243121 -0.0014005715606076525
leaf_weight=0.0011244817839823886 0.0011058281677751572 0.0013772085215058008 0.0017075449878696239 0.0014850328316546859 0.0019878130155710485 0.0011643819320568119 0.0011673463248710316 0.0014112503024779057 0.0011406630628748035 0.0011682932873924154 0.0030172382693525171 0.0010305086851639684 0.0011868082801811406 0.0017511554718225844 0.0015171740688799664 0.0011524088519081479 0.0010514650814172901 0.002243175672145257 0.0010078367904498018 0.0017601820113118108 0.0021171123208798548 0.0010008208245437808 0.0020234031838119995 0.0010452517411518869 0.0014095669845914927 0.0042904933891310115 0.0069913504992737954 0.0011937986855627969 0.0013769818696889305 0.0010238946904053137
leaf_count=31 167 180 114 498 63 63 286 225 175 77 234 168 7 70 35 19 30 56 11 95 116 13 314 45 22 75 399 11 300 11
internal_value=0 4.40651e-06 -2.22132e-05 1.63676e-05 4.66863e-05 7.74351e-05 0.000105873 0.000135055 0.000174735 0.000206655 0.000327334 -2.35751e-05 7.75143e-05 0.000238396 0.000300899 0.000367047 0.000304781 0.000436131 0.000295068 0.00051429 0.000425716 8.0508e-06 -0.000495909 0.000673956 0.000466035 0.000662347 0.000424459 -0.00047741 -0.000828097 -0.000774843
internal_weight=0 0.0519246 0.0508002 0.0490926 0.0477154 0.0462304 0.045066 0.0438986 0.0419108 0.0404996 0.0265716 0.0139279 0.0127873 0.0235544 0.0218032 0.0202861 0.0191337 0.0170583 0.009186 0.01589 0.0141298 0.0052674 0.00302422 0.00886242 0.00674531 0.00533575 0.00799919 0.00360129 0.00240749 0.00207536
internal_count=3910 3743 3712 3598 3418 2920 2857 2571 2508 2283 1212 1071 896 978 908 873 854 813 417 736 641 383 327 258 142 120 410 479 468 41
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=21
num_cat=0
split_feature=1374 150 484 2 41 1429 156 123 1 42 43 3 4 52 16 1 16 150 49 16
split_gain=0.000185039 0.000209259 0.000286371 0.000169402 0.000166326 0.000199251 0.000226191 0.000228256 0.00032964 0.000280939 0.00031029 0.000284969 0.000306561 0.00026778 0.00020306 0.000214523 0.000270474 0.000156704 0.000148711 0.00014094
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.11125500000000001 0.078150000000000011 0.079110000000000014 0.084330000000000016 0.085110000000000005 0.14000500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -0.069259999999999988 0.11588000000000002 -0.035699999999999989 0.076710000000000014 -0.25582999999999995 0.090480000000000019 -0.052649999999999995 0.15737500000000001
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 17 5 6 7 8 9 -4 11 12 -11 14 15 -12 -17 -3 -19 -16
right_child=1 3 4 -5 -6 -7 -8 -9 -10 10 13 -13 -14 -15 19 16 -18 18 -20 -21
leaf_value=-0.0019311922975010088 -0.0021471655588395878 0.001816394811242465 -0.0019175900533167712 0.0025484287961223305 -0.0015625343178937389 0.0019811662359532651 -0.0019555320607360115 -0.001569173095533214 0.0027398598907890769 0.0018825533475377517 -0.0018264576234190129 0.0028107452460204396 -0.0014591009653880476 -0.0022662257226555346 0.0024799480253091528 -0.0013372729776602247 0.0017665206095082398 -0.0014439925310951417 0.00095727724462185161 0.00011558341277068147
leaf_weight=0.0010190049348244292 0.0013828356840971659 0.0011328170217492764 0.0012623427605440865 0.0010504548563261551 0.0013089957472049987 0.0011169275491823552 0.0011481049010406688 0.0014560455736396536 0.001081358213683937 0.0012265180968529243 0.0014681659237121255 0.0016576300321298181 0.0010624410526136607 0.001118135957804911 0.0010518477776900225 0.0010458084291394831 0.0013134264858116751 0.0011013802884245472 0.0010396775030550032 0.0010394969406952725
leaf_count=68 583 84 800 122 157 167 258 133 95 55 289 148 181 159 95 65 183 102 83 83
internal_value=0 4.99821e-05 -0.00014877 0.000957264 1.76717e-06 0.000121877 -8.47563e-06 0.000142738 0.000329771 0.00011695 0.000350782 0.00137282 0.000331494 -0.000222421 0.000163683 -0.000459811 0.000390662 0.000446724 -0.000277959 0.00130475
internal_weight=0 0.0240644 0.0197401 0.00432433 0.0183572 0.0170482 0.0159313 0.0147832 0.0133272 0.0122458 0.0109835 0.00394659 0.00228896 0.00703688 0.00591875 0.0038274 0.00235923 0.00327387 0.00214106 0.00209134
internal_count=3910 3842 3451 391 2868 2711 2544 2286 2153 2058 1258 384 236 874 715 537 248 269 185 178
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=45 14 1429 31 1374 457 403 403 123 123 484 158 1 49 15 2 1 150 0 159 133 3 0 13 2 0 52 4 16 0
split_gain=0.00116662 0.00122892 0.000817162 0.000647007 0.000645266 0.000656763 0.000708104 0.000623694 0.000623032 0.000602271 0.000672881 0.000733079 0.000626508 0.000738626 0.000824275 0.000802688 0.00079162 0.000909885 0.000632858 0.000537441 0.000530082 0.000652034 0.000461801 0.000545199 0.000396141 0.000690757 0.000671244 0.000562609 0.000512979 0.000400104
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.15747999999999998 -0.088854999999999976 0.10020000000000001 0.13256000000000004 0.083745000000000014 0.085515000000000022 0.087355000000000016 0.11561500000000001 -0.085974999999999982 -0.095799999999999982 0.092175000000000021 0.11215000000000001 0.09833500000000002 -0.18087499999999998 -0.034019999999999988 0.10681500000000001 0.15165000000000003 -0.15007499999999999 -0.085414999999999991 0.10113500000000002 -0.070894999999999986 0.10433000000000002 -0.23071499999999998 -0.083564999999999987 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -8 15 -15 17 19 -17 -16 21 24 -14 -24 25 28 -26 -27 -21 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 22 14 16 18 -18 -19 -20 20 -22 -23 23 -25 26 27 -28 -29 29 -31
leaf_value=0.0014007799994727608 -0.0010863550735719276 -0.0011759382621493301 0.00084057509665929134 0.0010208502430542341 -0.0010607539268463072 -0.0010358449453517842 -0.00077893348222004698 -0.00097095444720929499 -0.0010387107524618571 0.00067214509192817999 0.00062910120045303402 -0.00084354732234110947 -0.00033092114646633908 -0.00097903839126018072 -0.0008238173902282357 -0.00049254468751501999 -0.0010431881601675565 0.0011895123654455798 0.00080835016585666108 0.00047685976382505697 -0.00074192032359557327 0.0013433752218379104 0.0014004199567684639 0.00033726836873255783 -0.0010618773148537443 0.00015601943755001277 0.00044997072020681558 0.0012606735326007187 2.0691382964910962e-05 -0.0011479983362610946
leaf_weight=0.0011099572270722993 0.0013426736577235579 0.0018339363109056697 0.0018184144696546936 0.0012382864131268425 0.0011202713813043266 0.0012888683449303598 0.0027102070208981912 0.0012162784272213836 0.0010126431283650197 0.003046449175912346 0.0032982844231688171 0.00205720473849924 0.0014767680738216882 0.0028936167374026224 0.0010981414564529288 0.0017459102888182088 0.0010077895037312592 0.0017457444001678377 0.0012643036666066809 0.0019457167105873989 0.0010734974927371086 0.0010416250834168759 0.0011714951890766656 0.0049103788092761383 0.0011902787106077293 0.0016146513048909128 0.0011155875029533746 0.0020543789264593345 0.0012958063177821348 0.0010318096763000202
leaf_count=15 180 122 109 35 66 498 114 272 27 189 312 232 32 144 249 29 23 56 78 246 84 11 65 112 129 39 33 22 71 316
internal_value=0 -5.01742e-05 -8.73929e-06 2.1103e-05 -1.0829e-05 1.49956e-05 -1.31156e-05 1.75261e-05 4.62869e-05 7.32231e-05 2.4881e-05 -3.29764e-05 1.85095e-05 -8.89492e-05 -4.40594e-06 -0.000452401 0.000158707 0.000238358 5.38371e-05 0.000115008 0.000198396 0.000287807 0.000371496 0.000542053 0.000180519 0.000328863 -0.000330439 0.000774542 -5.37917e-05 -0.000497377
internal_weight=0 0.051661 0.0498271 0.0484844 0.046666 0.0455457 0.0443074 0.0430186 0.0418023 0.0407896 0.0377432 0.0344449 0.0323877 0.0248291 0.0221189 0.00590383 0.016215 0.0152072 0.00301021 0.0134615 0.0123634 0.0112899 0.00755864 0.00608187 0.0102482 0.00794236 0.00230587 0.00366903 0.00427333 0.00232762
internal_count=3910 3895 3773 3593 3484 3418 3383 2885 2613 2586 2397 2085 1853 1644 1530 251 1279 1256 107 1200 951 867 209 177 856 694 162 61 633 387
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=45 14 156 158 457 1374 1429 403 403 151 4 150 52 1 52 13 376 457 43 1374 2 2 4 0 0 2 0 3 0 12
split_gain=0.00115432 0.00136315 0.0010487 0.000893718 0.000789245 0.0010373 0.000737853 0.00073857 0.00076379 0.000705024 0.000879419 0.000668173 0.00070422 0.00106427 0.000906364 0.000813598 0.000811578 0.000694017 0.000610298 0.000700358 0.000580236 0.00119294 0.000568392 0.000648589 0.000719631 0.000602935 0.000622432 0.00108133 0.000525868 0.000704314
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.11034000000000001 -0.23052999999999998 0.090240000000000015 -1.0000000180025095e-35 -0.092224999999999988 0.10020000000000001 -0.40391999999999995 0.50657000000000008 -0.096234999999999987 0.11588000000000002 0.14071500000000001 0.10701500000000001 0.0024700000000000004 0.093125000000000013 -0.0034949999999999994 0.083940000000000015 -0.094679999999999986 0.092745000000000008 0.10113500000000002 -0.49837999999999999 -0.06402999999999999 -0.22851499999999997 0.099015000000000006 -0.13506999999999997 0.10666500000000002 -0.10575999999999998 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 2 -2 4 -4 6 -6 -8 9 -9 11 -11 14 15 16 -14 17 -13 19 -19 -20 -22 -21 24 -24 28 27 -27 -26 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 12 13 -15 -16 -17 -18 18 20 22 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0014865271862483913 -0.0014861026297808538 -0.0012397558092389594 0.001221730920934143 -0.0013582480464245953 -0.0010069728324130437 -0.0014449087263755315 -0.0011298216874035369 -0.00088417996338038677 -0.0010148741418108509 0.0011443896608632255 0.0014177921537980869 -0.00095010014456021064 -0.00096155251872669025 0.00082825753972176023 0.0013705662647330915 0.00050326463154050122 -0.0011017943887187127 -0.00052779397103282005 -0.00089547592372487097 -0.00053615623332122842 0.0011213380148147848 -0.00077731088304600364 0.0011042006320898135 0.00086601221141699859 0.00038032764575828898 0.0010875708649779573 0.0012028099185601327 -0.00092531507381924153 3.6595339468638615e-05 -0.0010733909235667817
leaf_weight=0.0011044978007248565 0.0010309434611459603 0.0020402899971463375 0.0012486179377262365 0.0010079189951168735 0.0013984493606375983 0.0010373161569976466 0.0010742742671501207 0.0014132706241589679 0.0012810767153891281 0.0014308526500830246 0.0012361284704236466 0.0011383623494398689 0.0039954068604075568 0.0013555081085030452 0.0013907565639732491 0.0010593427052216775 0.0011124195852687526 0.0019817429594048966 0.0018930108566433948 0.00137574571484221 0.0014440825516324196 0.0014794391923294015 0.0021257517735193505 0.0060113030786013459 0.0041422872545382287 0.0012011811215941748 0.002169970454800386 0.0011570532099902664 0.0040282228865471566 0.0018385276910923842
leaf_count=15 193 122 38 151 148 56 449 74 272 42 177 155 319 11 33 56 16 44 109 73 38 59 44 203 82 56 104 42 229 500
internal_value=0 -4.77988e-05 -1.9642e-06 2.74442e-05 5.4819e-05 2.55447e-05 5.68436e-05 8.82722e-05 0.000116558 0.000148783 0.000182291 0.000146212 0.000111292 -0.000341009 0.000195356 -0.000654565 0.000145976 0.000189371 0.000231419 0.000321327 -0.000254504 0.000160533 0.000391296 0.000447568 0.000296611 0.000178519 0.000628459 9.99607e-05 -2.50392e-05 -0.000311253
internal_weight=0 0.0550993 0.053059 0.052028 0.0510201 0.0497715 0.0487342 0.0473357 0.0462614 0.0449804 0.0435671 0.042331 0.0409001 0.00641026 0.0344899 0.00505475 0.0330991 0.0319867 0.0308483 0.0260318 0.00481653 0.00292352 0.02405 0.0226743 0.016663 0.0145372 0.0045282 0.00235823 0.010009 0.00586675
internal_count=3910 3895 3773 3580 3429 3391 3335 3187 2738 2466 2392 2215 2173 386 1787 375 1754 1738 1583 1377 206 97 1333 1260 1057 1013 202 98 811 729
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=20
num_cat=0
split_feature=1456 1374 12 132 52 49 13 0 0 3 52 1 15 51 15 3 42 15 3
split_gain=0.000244472 0.000172754 0.000182133 0.000327479 0.000325886 0.000360636 0.000367125 0.000404299 0.000440548 0.000338642 0.000226607 0.00032435 0.00023036 0.000247756 0.000255292 0.000246814 0.000225238 0.00019424 0.00016049
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.051320000000000005 0.079995000000000011 0.11401500000000002 -0.029304999999999998 -0.094679999999999986 -0.053834999999999994 -0.074249999999999997 -0.12008499999999998 0.10433000000000002 0.077800000000000022 -0.017214999999999998 0.084305000000000019 -0.090674999999999992 0.10420500000000001 0.078965000000000021 1.0000000180025095e-35 0.090325000000000003
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 9 16 8 -8 -4 11 -3 13 14 15 -13 -7 -14 -12
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 18 12 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0023244200369542944 -0.0018352126253432242 -0.0023244619276560565 0.0033778241465961261 0.0030619696457182492 -0.0025542463550413609 0.0019433987875613731 -0.0020376952387218157 -0.0032615048262443084 0.0016020461055988452 -2.6539933398413734e-05 0.0029367174217637469 0.0013903424715886756 0.002905477593704668 0.0015604023493178952 -0.0026494031016993484 -0.0014988436600006352 -0.0008920931302699778 0.0001345821869827148 0.00049605265887319307
leaf_weight=0.0010005778777385501 0.0010285294597993646 0.0012112124806078484 0.0011867451091234216 0.0010633764662832954 0.0012627799031231521 0.0016415112243262078 0.0015835876784050093 0.001617385361541158 0.0014120268485142695 0.0014661516748475387 0.0010892443955055073 0.0013624684140720617 0.0011828438142651426 0.0012922771998633564 0.0012007909801576844 0.0012940555446119273 0.0010192988554482141 0.001092227632253806 0.0013596260021220274
leaf_count=369 68 104 44 117 388 44 1281 205 259 141 61 166 110 87 107 85 146 73 55
internal_value=0 6.50501e-05 0.000148798 0.000550487 -0.000287305 1.07377e-06 -0.000544288 -0.00135267 -0.00032205 0.00149637 0.000309557 -5.11694e-05 0.000319681 -0.000235008 -0.000836506 -1.70483e-05 0.000857183 0.00157521 0.00158165
internal_weight=0 0.0243661 0.0233376 0.0121481 0.0111895 0.00992671 0.00727381 0.004613 0.00299561 0.0026529 0.0110847 0.00863588 0.00742466 0.00514959 0.00385731 0.00265652 0.00266081 0.00227507 0.00244887
internal_count=3910 3541 3473 965 2508 2120 1935 1745 1540 185 848 732 628 445 358 251 190 183 116
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=20
num_cat=0
split_feature=4 14 3 40 158 48 0 2 3 2 2 0 0 49 13 3 1 12 16
split_gain=0.000152854 0.000176097 0.000210641 0.00022802 0.00023818 0.000196314 0.000268372 0.000423927 0.000311845 0.000459873 0.00028921 0.000279906 0.000257115 0.000154122 0.000305816 0.000153197 0.000197817 0.000153031 9.48179e-05
threshold=0.50657000000000008 -0.13131999999999996 0.24227500000000002 -0.083709999999999993 0.084965000000000027 0.12649500000000002 -0.10575999999999998 0.099675000000000014 -0.12008499999999998 0.10362500000000001 0.079395000000000007 -0.23029999999999998 -0.089879999999999974 -0.029304999999999998 0.098990000000000009 -0.084129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.5152199999999999
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 7 10 13 12 -5 -12 -10 -8 -15 -14 -17 -18 -9
right_child=-2 2 -4 4 -6 -7 8 18 9 -11 11 -13 15 14 -16 16 17 -19 -20
leaf_value=-0.001750672731860035 0.001703488686083051 0.0019559490331912451 0.0019979781545319346 0.0017319025191568861 -0.0021741142272419674 -0.0018126986874998099 0.0020513824885074906 0.0015027590735876596 -0.0024485763136040126 -0.0036976364646699846 0.0006789420027055518 -0.0021860170411300991 -0.0016898020882193049 0.0016983181737117816 -0.0014316442889840239 0.0014536806507339478 0.00064391437191894333 -0.0014264703255063374 0.0034366370191118824
leaf_weight=0.0012680810668150846 0.0010167236799272219 0.0010602972549367254 0.0010370115662829962 0.0013005969341888168 0.0012047481880995683 0.0012765267380123171 0.0012027137604952998 0.0010586285816458485 0.0011250954183360338 0.0010451323164631376 0.0013162108396329586 0.0015282641195046853 0.0010008111694448877 0.0012512502493109362 0.0013412089967927976 0.0018153175237578222 0.0013958544957546337 0.0015764162365510259 0.0010444631966777251
leaf_count=83 213 127 110 46 335 94 40 59 362 283 41 149 676 108 70 519 59 444 92
internal_value=0 -9.94287e-05 -6.69794e-06 -0.000103194 -0.000209784 -8.70295e-05 3.53384e-05 0.000797935 -0.000370048 -0.000882261 -4.6965e-05 -0.000860328 -0.000456652 0.000704082 7.90318e-05 -6.94805e-05 0.000269236 -0.000454165 0.00246319
internal_weight=0 0.0238486 0.0225805 0.0215435 0.0204832 0.0192785 0.018002 0.00624816 0.0117538 0.00795863 0.00414507 0.00284447 0.00691349 0.00379517 0.00259246 0.0057884 0.00478759 0.00297227 0.00210309
internal_count=3910 3697 3614 3504 3377 3042 2948 387 2561 2343 236 190 2060 218 178 1698 1022 503 151
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=156 146 147 156 4 11 1456 133 403 457 457 376 160 403 1374 38 1 48 49 150 49 151 148 3 133 43 12 16 0 13
split_gain=0.000997089 0.000917929 0.00106166 0.000700028 0.000819839 0.000927639 0.000749652 0.000681602 0.000655884 0.000601585 0.00111261 0.00058367 0.00064597 0.000856767 0.000738921 0.000772044 0.000786324 0.000498602 0.000426769 0.000774157 0.000556946 0.000474792 0.000420705 0.000415779 0.000631267 0.000712172 0.000410063 0.000379859 0.000375842 0.000309925
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 0.11896500000000002 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.088854999999999976 -0.23052999999999998 -0.0034949999999999994 0.11605500000000001 -0.091109999999999983 0.088825000000000015 -0.094679999999999986 0.11976000000000002 0.10386500000000001 0.016865000000000002 -0.084934999999999997 0.085845000000000019 -0.080034999999999981 -0.082164999999999988 -0.080629999999999993 0.10223 0.086895000000000014 -0.077544999999999989 0.080120000000000011 -0.08286499999999998 -0.040094999999999992 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 17 14 -14 16 18 -12 19 -16 -20 -22 -4 24 25 -23 27 -27 29 -18
right_child=1 -3 22 -5 -6 -7 7 8 9 10 11 -13 13 -15 15 -17 28 -19 20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014003877989859979 -0.00092398748094407561 -0.0012825984812695403 9.3520323629934238e-05 -0.0010058833819334401 0.0010492309206258279 -0.00100091052407885 -0.0010796393308553727 -0.00095740381755084517 0.001117784906706864 -0.00088720421052508646 -0.00095777152261030643 -0.00071115804912044581 -0.00061203682424635785 -0.00097911631153120376 -0.00090878372431998954 -0.00084467651438618235 0.00089903541421508895 0.00028329434029384851 0.0013122181143891498 0.00062673735908892877 -0.00060170825523491302 0.00072519097112952566 0.0012122566565375558 0.00081552584973575192 -0.00079927225908228282 0.00088967768055971802 -0.00068488874661722674 -0.00011641152314134278 0.0013745314955657768 0.00030793945372454152
leaf_weight=0.0010405573229370626 0.0016480803921322664 0.0010965919154841677 0.0010011313227096252 0.0014232727357792454 0.0013926664732633034 0.0018930084253243598 0.0010387502202150447 0.0011817973394037109 0.0011096734884539208 0.002230107694226823 0.0016636992464595926 0.0015321657199649499 0.0017195152566067398 0.0011032423690855433 0.0016227346267179135 0.0010469038269604871 0.0034068198257188875 0.0010263794161671225 0.0010065431340535733 0.0010672793860919683 0.0012177495989931239 0.0042767101500484931 0.0019295230409053224 0.002580892367646471 0.0011326572114116482 0.0010848557618245991 0.0014424425133342522 0.0022875521945762119 0.0014790225856975425 0.0035538035009281543
leaf_count=197 321 11 67 111 198 78 202 496 36 215 209 18 57 241 51 21 111 52 31 26 94 142 81 27 153 23 380 82 79 100
internal_value=0 -1.54942e-05 1.28057e-05 -3.90734e-05 -8.32066e-06 -4.22938e-05 1.47602e-06 3.97877e-05 6.97781e-05 0.000102071 7.11755e-05 0.000133576 0.000173134 0.000232025 0.000278219 0.000334486 0.000381677 -0.000484252 0.000214123 -0.000299556 0.000306063 0.000233843 0.000830089 0.000313303 0.000186527 0.000309341 -6.00306e-05 0.000207233 0.000733463 0.000597247
internal_weight=0 0.0501956 0.049099 0.0461683 0.0447451 0.0433524 0.0414594 0.0398113 0.0387725 0.0375907 0.0364811 0.034251 0.0327188 0.0300287 0.0289255 0.027206 0.0261591 0.00269008 0.0177194 0.00269001 0.0150294 0.0140229 0.00293065 0.0128051 0.0102242 0.00909156 0.00481485 0.00337241 0.00843965 0.00696062
internal_count=3910 3713 3702 3554 3443 3245 3167 2846 2644 2148 2112 1897 1879 1618 1377 1320 1299 261 1009 77 932 901 148 807 780 627 485 105 290 211
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=45 14 156 158 375 156 4 1348 403 1374 11 403 1456 1374 48 1365 0 48 147 3 52 15 133 15 43 13 49 49 457 16
split_gain=0.00120147 0.0013079 0.00103215 0.000882274 0.000848046 0.000734188 0.00077574 0.000826407 0.000728159 0.000724577 0.000759319 0.000617968 0.00062488 0.000669171 0.00084078 0.00064379 0.000832787 0.000499804 0.000641841 0.000700375 0.000703423 0.000867437 0.00066283 0.000586715 0.000520964 0.000486099 0.00052492 0.000667793 0.000585123 0.00046698
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.11034000000000001 0.08673500000000002 0.11896500000000002 0.50657000000000008 0.090050000000000005 0.096520000000000009 0.090240000000000015 0.088315000000000018 -0.088854999999999976 -1.0000000180025095e-35 -0.094679999999999986 0.095825000000000007 1.0000000180025095e-35 -0.230625 0.11270000000000001 0.10250000000000002 -0.12008499999999998 0.11588000000000002 -0.03231499999999999 -0.10260499999999999 -1.0000000180025095e-35 -0.11652999999999998 -0.0010249999999999997 0.084840000000000013 -0.084934999999999997 0.082335000000000005 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -13 14 -14 16 -15 18 19 23 22 -22 -21 -18 -25 26 27 28 -24 -27
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 12 13 15 -16 -17 17 -19 -20 20 21 -23 25 24 -26 29 -28 -29 -30 -31
leaf_value=0.0014008770180400868 -0.0014003938057215077 -0.0011642861895218525 -0.00083068316442770152 -0.0012632629783456356 -0.0012139242649520446 -0.00090691246866362219 0.0010839202088147165 0.0012691472899252741 -0.0010501347625349454 -0.001019891546093865 -0.00077421223219406165 -0.00077796202327407526 -0.0014000735746920133 0.0011702778930976604 0.00036262601509488986 -0.00079736750140009679 0.0013611010752185302 0.00085290949026731015 -0.00088425296974413382 -0.00084352249496769105 9.8366726514229283e-05 -0.0014004814251256017 0.00053095346180565169 0.0010646031176235935 -1.8360246777830278e-05 0.00046995274488789143 -0.00033410035819385098 0.00076259302807191393 -0.00087786439324715349 -0.00023175729178095966
leaf_weight=0.0011433471067903147 0.0010222414794615045 0.0019885029954060931 0.0012464291728466739 0.0010283276930302945 0.0010244382428883361 0.0014537504224172429 0.0015310231997394111 0.0011013506048787028 0.001167337135092982 0.0011633529208738827 0.001862290740490379 0.0013161178779624852 0.0011131830146062774 0.0019532325086970411 0.0010139104299469182 0.0011186136566383445 0.0016804340611997759 0.0023412752493454638 0.0010690942497930669 0.0011084298773733616 0.0019017057535135606 0.0012579961026668576 0.0013132249681362404 0.0013528939906279902 0.0024455360387491817 0.0028319796872455782 0.0014514838542532002 0.0078236217931486537 0.0010326673662888197 0.0054165530208379123
leaf_count=15 193 122 485 151 41 117 190 47 266 60 54 231 51 46 9 52 45 99 16 214 99 154 68 25 39 36 146 594 27 218
internal_value=0 -4.96737e-05 -7.16694e-06 2.06931e-05 4.70512e-05 7.33781e-05 0.000103308 7.07292e-05 4.13864e-05 7.04678e-05 0.000100209 0.000140133 0.000170734 0.000203398 -0.000559857 0.000248372 0.000281814 0.000229269 0.000181686 0.000220164 0.00011757 -0.000498381 0.000210345 0.000672153 0.000367361 0.000269135 0.000453663 0.0005661 -8.92115e-05 9.16175e-06
internal_weight=0 0.054131 0.0521425 0.0511203 0.0500919 0.0490675 0.0476137 0.0460827 0.0449814 0.043814 0.0426507 0.0407884 0.039542 0.0382258 0.00212709 0.0360987 0.0349801 0.0330269 0.0306856 0.0296165 0.0241377 0.0031597 0.020978 0.00547886 0.00379843 0.0198695 0.011621 0.0101695 0.00234589 0.00824853
internal_count=3910 3895 3773 3580 3429 3388 3271 3081 3034 2768 2708 2654 2169 1938 60 1878 1826 1780 1681 1665 1556 253 1303 109 64 1089 835 689 95 254
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=156 146 10 2 31 484 151 151 52 50 4 52 52 12 1 13 2 151 123 13 42 484 474 43 16 3 15 42 13 42
split_gain=0.000764148 0.000739166 0.00111259 0.000565176 0.000624925 0.000632155 0.000581609 0.000683852 0.000487856 0.000529293 0.000494519 0.000563853 0.00052079 0.000853443 0.000518695 0.000501032 0.00050409 0.000496288 0.000451894 0.000493622 0.000509824 0.000504552 0.000558916 0.000428415 0.000622825 0.000563666 0.000619825 0.00041567 0.000339705 0.000486682
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 0.097940000000000013 -1.0000000180025095e-35 -0.0043499999999999988 -0.29526499999999994 -0.087654999999999983 0.28122000000000008 0.08920500000000002 0.28937500000000005 0.11401500000000002 0.10433000000000002 0.10058500000000002 0.11198000000000001 -0.00059999999999999995 0.11085000000000002 0.015440000000000001 0.092740000000000017 0.24813000000000004 -1.0000000180025095e-35 0.087270000000000014 0.085165000000000018 -0.074254999999999988 0.056750000000000009 -0.075954999999999981 0.083935000000000023 0.089640000000000011 -0.10939499999999998 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 13 15 -12 16 -9 -17 19 20 -7 22 23 25 28 26 27 -22 -25 -30
right_child=1 -3 -4 6 5 18 7 8 -10 -11 14 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012937424568040456 0.00049313909991314457 -0.0012165272872027635 0.00088946953729229512 -0.00095112958415849815 -0.0012937616069897469 -0.00095907674805308161 0.0010440492077070246 0.00077510103523363019 -0.00082773142432185408 0.00072878279967573132 -8.91027424046105e-05 -0.00090635581335691835 0.00081440223541011587 -0.0010825297889880264 0.0010933171226698271 -0.0006681424463229874 -0.00016450360555641489 0.00028645153203136245 -0.0011536911208865665 0.00032218644848015478 -0.00011994780679174361 -0.001107026882594122 0.00065111393972479498 0.00014774453839641228 -0.0012382143259222873 0.00070165115349944956 0.00058724919442755205 -0.0010691916537192757 -0.00029938145060910421 -0.0012420472509633849
leaf_weight=0.0010615959713103909 0.0014841375423362271 0.0011328562095513908 0.0016346920097394238 0.0010788089258078051 0.0011834760846070038 0.0020428771570441531 0.0010420095688328237 0.0020833627084293474 0.0012087497198050015 0.0016065460316330151 0.001316462860735613 0.0015013896249524991 0.0010312867436397264 0.0014062377792232184 0.0011751482541295655 0.0024543544277797489 0.001765276271843419 0.0014499598558685989 0.0010498847781832401 0.0020343785727394694 0.001780689031747329 0.0011481405357529608 0.0011469541609230296 0.002034979794240937 0.0014223995590696434 0.0014308864525815956 0.0011255290081990665 0.0013630073141701615 0.0054804217070483349 0.0011006979164103203
leaf_count=197 80 11 91 36 424 651 66 93 91 62 49 71 21 138 172 145 129 19 14 66 137 194 68 76 59 62 47 63 134 444
internal_value=0 -0.000184022 -0.000158913 -0.000197041 -0.000321852 -0.000371537 -2.84349e-05 2.67407e-05 -3.56194e-05 2.5018e-05 -5.46967e-05 -0.000166209 -5.71617e-05 -0.000155296 0.000468576 1.28863e-05 0.000344127 -0.000313631 -0.000324413 -0.000285037 -0.000346567 -0.000277182 -0.000220756 -0.000284294 -0.00044513 -1.04501e-06 -0.000236563 -0.00053151 -0.000314202 -0.000457043
internal_weight=0 0.0477156 0.0465827 0.0449481 0.0258285 0.0243443 0.0191196 0.0180408 0.0169988 0.01579 0.0141835 0.0116919 0.0101905 0.00915919 0.00249161 0.00775295 0.00384864 0.00390431 0.0231608 0.022111 0.0200766 0.0180337 0.0168856 0.0157386 0.0100385 0.00570011 0.00426923 0.0031437 0.0086161 0.00658112
internal_count=3910 3713 3702 3611 2519 2439 1092 1056 990 899 837 616 545 524 221 386 222 164 2015 2001 1935 1284 1090 1022 713 309 247 200 654 578
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=146 147 1456 151 4 480 403 123 403 11 123 1374 13 156 1 1 1374 52 0 0 49 3 12 133 13 15 133 15 3 133
split_gain=0.00111929 0.00131346 0.000925198 0.000947989 0.000923465 0.0010269 0.000848193 0.000822915 0.000810467 0.000855679 0.000897537 0.000875647 0.000838376 0.000795415 0.000952878 0.000782914 0.000817607 0.000763394 0.000617324 0.00067715 0.000914862 0.00101773 0.000952509 0.000526589 0.000578211 0.000567359 0.000765359 0.00051923 0.000496122 0.000629816
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.52174999999999983 0.51224500000000017 0.086640000000000009 -0.092224999999999988 0.13456000000000004 0.096520000000000009 0.088315000000000018 0.088610000000000008 0.089520000000000016 -0.5337599999999999 0.11896500000000002 0.099595000000000017 0.096490000000000006 -0.094679999999999986 -0.40083499999999994 -0.23029999999999998 -0.072559999999999986 -0.088329999999999978 0.086245000000000016 0.086865000000000012 0.10599500000000002 -0.074599999999999986 0.014775000000000002 -1.0000000180025095e-35 0.024640000000000006 -0.5217799999999998 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 10 11 12 -8 14 15 16 -14 -16 -18 20 -20 22 -22 24 -21 26 -26 -19 -28 -30
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 17 -17 18 27 19 23 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.00088513055650879611 -0.0011818749555798482 0.00076144907634828336 -0.0011874173233758127 -0.0010337619621364922 0.0012033175860019318 -0.0010966583965283797 -0.00091778637830638467 -0.0010904301959285823 -0.00092394764867028409 -0.00069840108962524849 0.00098711735964346673 -0.0010125821398901959 -0.00095697198149752229 -0.00082308948046048937 -0.0004006558829324409 -0.0008894574720076713 0.00088060556400117629 0.00067820795876763278 -0.0011969464577727606 0.00084108560219734157 -2.2944977302711451e-05 0.0008383697205362646 -0.0012683436576897099 -0.00057000498378816144 0.00087984452347742988 0.00094150621400505049 0.00048843293296771287 -3.7502878136316925e-05 -0.0010028355970240488 0.00016637521009842392
leaf_weight=0.0020822259455508521 0.0013388991428655564 0.0033554752601769869 0.0011022043001673856 0.0012274601128650078 0.0010080762068764839 0.0013927241143145688 0.0012241015450342721 0.0010253727694315975 0.0013149351509315057 0.0021350658620811194 0.001855360900113733 0.0011361005107506364 0.0011433016797859344 0.0013128633987742324 0.0014939527398532002 0.0013904223569056731 0.0016862615331465344 0.0099677156422632862 0.0011874143133088202 0.0031613912564623101 0.0060935936785379979 0.0018083515217099944 0.0011790203643116115 0.0010031282297298097 0.0012253458861266617 0.0012757485594576679 0.001053615746059223 0.0019494611249797353 0.0017973227534860145 0.0012611113256006945
leaf_count=365 11 148 63 421 162 224 15 15 259 121 90 56 37 68 51 40 20 297 70 43 449 19 582 27 31 59 5 56 68 38
internal_value=0 -9.11665e-06 -5.57096e-05 -2.33749e-05 1.15252e-06 -2.24702e-05 7.50564e-06 3.37606e-05 5.7949e-05 8.58107e-05 0.000123687 8.58602e-05 0.00011614 0.000147788 0.000180744 3.5706e-05 8.95839e-05 0.00045399 0.00014222 8.30582e-05 -0.000150016 -1.31212e-05 -0.000224846 0.000305119 0.00039493 0.000181647 2.49038e-08 0.000561129 -0.000262152 -0.000520725
internal_weight=0 0.0588491 0.0554936 0.0534114 0.0523092 0.0513011 0.0499084 0.048681 0.0476556 0.0463407 0.0442056 0.0423502 0.0412141 0.03999 0.0386772 0.025266 0.0238756 0.0134111 0.0227323 0.021046 0.0102684 0.00908097 0.00727261 0.0107777 0.00977454 0.00661314 0.0053374 0.0119172 0.00411205 0.00305843
internal_count=3910 3899 3751 3386 3323 3161 2937 2516 2501 2242 2121 2031 1975 1960 1892 1488 1448 404 1411 1391 1120 1050 1031 271 244 201 142 353 111 106
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=22
num_cat=0
split_feature=1456 2 14 484 11 1374 51 4 151 4 52 133 133 2 13 0 1 0 13 0 475
split_gain=0.000195655 0.000171342 0.000147871 0.000169187 0.000213676 0.000161015 0.000247851 0.000286175 0.000275345 0.000434684 0.0003364 0.000548042 0.000265128 0.00025908 0.000193881 0.000195169 0.000259148 0.000238758 0.000186067 0.000147821 0.000138587
threshold=-1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 0.085515000000000022 0.088315000000000018 -0.095439999999999983 0.013805000000000001 0.0051950000000000008 -0.084874999999999992 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 0.099765000000000006 0.086875000000000022 -0.083514999999999992 -0.070894999999999986 0.095575000000000007 -0.053834999999999994 0.11596500000000001 -0.084074999999999997 -0.050754999999999995
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 -2 8 13 -7 10 11 -10 14 -8 19 16 -16 -17 -19 -13 -5
right_child=1 -3 -4 20 -6 6 7 -9 9 -11 -12 12 -14 -15 15 17 -18 18 -20 -21 -22
leaf_value=-0.0017446233479248259 -0.001520516097776086 0.0015996378840318853 -0.0014157979278201294 0.0021164032483855563 -0.0017752788180455102 -0.0016150878654914804 0.0018569833004677418 0.0027052215260809846 -0.00229049989652404 0.0024032606829598761 -0.0023230371262591238 0.00054849213551975019 -0.0015069754996923489 -0.00058490103451339028 -0.0021327423623517679 0.0024676433489368298 0.00052305579156286281 -0.001003116801680492 0.0012790648811884307 0.0025619445459147652 0.00014982134115028929
leaf_weight=0.0010111355413378867 0.0010118432639814037 0.0010525306048385632 0.0011592860854671141 0.0010523396129022977 0.0011031474842972946 0.0017474195491606901 0.0010896169254699375 0.0010925405203835448 0.0013667767048257265 0.0011358922552131565 0.0010354310934742603 0.0010786574318870645 0.0010109400665375143 0.001829191628979987 0.0010120061498746207 0.0010221611950811393 0.0013446939432828486 0.0011049597742367502 0.0011414405827423479 0.0012225599090527322 0.0012115451670462454
leaf_count=369 33 168 102 139 111 229 84 75 747 193 253 127 367 246 219 55 43 124 15 51 160
internal_value=0 3.44034e-05 -3.48977e-05 3.58955e-05 -7.84785e-05 1.87785e-05 0.000104196 0.000974502 -0.00014126 6.51761e-05 -0.00016903 4.74181e-05 0.00040495 0.000326676 0.000648796 0.000252238 -0.000617388 0.000879256 0.000156505 0.00161817 0.00106396
internal_weight=0 0.024825 0.0237724 0.0226132 0.0203493 0.0192461 0.0182343 0.00401135 0.0142229 0.0124755 0.0113396 0.0103042 0.00893742 0.00291881 0.00792648 0.00562526 0.0023567 0.00326856 0.0022464 0.00230122 0.00226388
internal_count=3910 3541 3373 3271 2972 2861 2828 405 2423 2194 2001 1748 1001 330 634 456 262 194 139 178 299
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=20
num_cat=0
split_feature=52 376 1 150 14 157 14 15 47 0 48 0 0 0 15 133 47 133 2
split_gain=0.00015196 0.000242856 0.000218269 0.000193892 0.000281306 0.000234611 0.000186356 0.00023135 0.000236988 0.00027275 0.000526302 0.000255161 0.000253088 0.000176592 0.000205497 0.000174831 0.000166998 0.000161241 7.35325e-05
threshold=-0.27466499999999994 0.088415000000000007 0.076710000000000014 0.12820000000000001 0.054835000000000009 -0.060939999999999994 -0.13131999999999996 -0.15202999999999997 0.09252500000000001 -0.087899999999999992 0.086285000000000014 -0.032484999999999993 -0.10783 -0.084074999999999997 0.024640000000000006 0.084285000000000013 0.10409500000000001 0.017095000000000003 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 13 4 5 -4 -7 -8 9 10 18 -11 -10 15 17 -2 -1 -15 -9
right_child=1 -3 3 -5 -6 6 7 8 12 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0021944373074563061 -0.002707817978462413 0.0018649114773965042 0.0015807590842522852 0.0019105576363626958 -0.0018976589691903631 -0.001204575088236828 0.0019802044954578125 0.0015133899113630412 -0.0025478629116745164 -0.0020349834187447613 -0.00077228896082032054 0.00068300928635876704 9.9520070355665341e-05 -0.00010015433855507277 0.0010286007018354166 -0.00041367671953510584 8.0208686318909692e-05 -0.0020159381847963329 0.0028242657769345062
leaf_weight=0.0010283868302622392 0.0010721926387653848 0.0011138760343998291 0.0018235377961617347 0.0010005441884555202 0.0010234939279474284 0.0016009696781558178 0.0010856113675522536 0.0018589633391721287 0.0010054524407578924 0.0011411395330149258 0.0017313894434387578 0.001035314392157977 0.0013029795127688093 0.0019269033539484077 0.0014551118251777684 0.0010174838210538217 0.0010010111868394844 0.0010759799815263649 0.0010537111955564171
leaf_count=364 554 76 204 39 112 99 179 79 47 467 100 90 129 124 568 406 61 132 80
internal_value=0 5.85597e-05 -3.20293e-05 0.000222062 0.000106843 0.000257263 5.30027e-05 0.000250108 4.43655e-05 0.000415964 0.000958678 -0.000742065 -0.00105356 -0.000639858 -0.000194116 -0.00159078 -0.00107246 -0.00078661 0.00198762
internal_weight=0 0.0233247 0.0222108 0.0156631 0.0146626 0.0136391 0.0118155 0.0102146 0.00912895 0.00682052 0.00464406 0.00217645 0.00230843 0.00654767 0.004458 0.00208968 0.0020294 0.00300288 0.00291267
internal_count=3910 3485 3409 1625 1586 1474 1270 1171 992 816 259 557 176 1784 824 960 425 256 159
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=52 158 46 14 160 403 1374 376 376 130 1429 51 403 151 49 50 15 15 52 13 16 16 3 13 0 0 47 1374 0 49
split_gain=0.000897816 0.00086316 0.0007309 0.000885801 0.000696721 0.000612019 0.000631311 0.000711951 0.000669614 0.00060562 0.000529544 0.000626156 0.000516813 0.000501653 0.000537896 0.00047978 0.00119441 0.000643846 0.000453376 0.00045113 0.000531396 0.000519944 0.000417983 0.000349395 0.000372003 0.000746146 0.000590671 0.000436924 0.000505547 0.000563902
threshold=-0.42985499999999993 0.11034000000000001 -0.046924999999999994 0.077685000000000018 -0.40446999999999994 0.090530000000000013 0.090240000000000015 0.11605500000000001 0.088415000000000007 0.085970000000000005 -1.0000000180025095e-35 -0.09021499999999999 -0.082404999999999992 -0.40391999999999995 0.14121000000000003 0.11644500000000001 -0.26361999999999991 -0.19153499999999998 0.11588000000000002 -0.091849999999999987 0.24895000000000003 -0.50763499999999995 -1.0000000180025095e-35 -0.084084999999999979 0.12500000000000003 -0.029849999999999998 0.09252500000000001 -0.095439999999999983 -0.23029999999999998 -0.086904999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 10 -6 -12 -13 -14 15 16 -15 -18 19 21 23 -19 -20 -21 25 26 27 -25 -29 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 17 18 22 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0011924229285606312 0.0013054012489386864 -0.001449086570749884 -0.00097415913986597519 -0.001174244385509379 -0.00094626058706596928 -0.0010669028228983883 -0.0011229140759175527 -0.00088712354489295169 0.0014210638630357709 -0.00098908492568700697 0.00082697612495260609 -0.00096479768473144557 -0.00088895440753620656 0.0015771421817071547 0.0012924732988061451 -0.00087764049458761669 -0.00098369705202446347 0.0015047758285671776 0.00017011312265400116 -0.00084645528110766598 0.0011778037602496055 0.00038230325418878608 -0.0011966518977128699 -0.00049753542999783509 -0.0005878630420079789 0.0013285867290305801 -0.00081567351303900532 0.0010759767211742652 -0.00080375486065065508 0.00037841036651661434
leaf_weight=0.0016322996455111474 0.0010876448175167744 0.0010053163040624194 0.0016283245773265334 0.0015504798405461253 0.0010073608509464363 0.0011327999285510306 0.0010112947751208514 0.0016164750624598758 0.0010534994446005355 0.0011331012734240855 0.0037048919962405771 0.001015410004400307 0.0010578263084966002 0.0015116142653770403 0.0011116321155331113 0.0010388801977911912 0.0012186241344727044 0.0013103347601948201 0.0011534984471284204 0.0010123472377330184 0.0011116975300637924 0.0047339360036429091 0.0010750673276582736 0.0017720412042407938 0.0016792524057152028 0.0013122552327465157 0.0016003567654512283 0.0019165058438659188 0.0012371179149539566 0.0053130711972878527
leaf_count=353 31 167 273 106 70 291 52 28 42 272 162 454 55 169 30 104 36 35 98 213 12 172 17 31 37 60 47 41 35 417
internal_value=0 -3.19102e-06 2.76658e-05 -2.53263e-06 3.83207e-05 7.68037e-05 0.000107867 0.000138451 0.000180872 0.000146514 0.000181391 0.000213045 0.000142366 0.000178438 0.00021594 0.000174669 0.000213772 0.000135844 0.000189924 0.000255732 0.00012386 0.000625644 -0.000489219 4.99051e-05 0.000111091 0.000200338 7.52824e-05 0.000214543 0.000363577 0.000155138
internal_weight=0 0.0481127 0.0471073 0.0460197 0.0444692 0.0428409 0.0417081 0.0406968 0.0390803 0.0380268 0.0368937 0.0358864 0.0321815 0.0311661 0.0301082 0.0289966 0.0279577 0.0264461 0.0252275 0.0229989 0.0169546 0.00604427 0.00222857 0.0158429 0.0148306 0.0131513 0.0118391 0.0102387 0.00846669 0.00655019
internal_count=3910 3557 3390 3359 3253 2980 2689 2637 2609 2567 2295 2225 2063 1609 1554 1524 1420 1251 1215 1100 893 207 115 881 668 631 571 524 493 452
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=20
num_cat=0
split_feature=9 2 2 123 159 159 40 51 16 4 0 4 1 12 48 4 4 16 2
split_gain=0.000139519 0.000234584 0.00019237 0.000286338 0.000205057 0.000168118 0.00024166 0.000276177 0.000282836 0.000246314 0.000243267 0.000251728 0.000157104 0.000131017 0.000149538 0.000276133 0.000168438 0.000114774 0.000114462
threshold=-0.016839999999999997 -0.14847999999999997 0.097940000000000013 0.084000000000000005 0.085280000000000009 0.089615000000000014 -1.0000000180025095e-35 -0.09021499999999999 -0.083564999999999987 -0.0025899999999999994 -0.060094999999999989 -0.0017649999999999999 0.11561500000000001 0.10058500000000002 0.12649500000000002 -0.015104999999999999 0.053925000000000008 -0.49914499999999995 0.10836000000000003
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 5 4 13 6 -3 -8 9 -9 11 -10 -11 14 15 18 -17 -18 -4
right_child=1 2 3 -5 -6 -7 7 8 10 12 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=0.0016886513375201778 0.001976826349053511 -0.0025769608324397761 -0.0021586214292681149 0.0027286154067228444 0.0017409687042922264 -0.0025641319392251654 0.0014773089743752121 0.0019455099799629903 -0.0041670461424818299 -0.0014420147559090993 0.00018563007517677515 -0.00093447893121458329 0.0007824294644865012 -0.0017937961921027489 -0.001508857834713211 0.0027221937000396863 0.0014828360805575265 -0.00067135456475231467 6.9900438827589397e-05
leaf_weight=0.001088179109424269 0.0012352842575347181 0.0011898469845150758 0.0011290400075767443 0.0010253789213806605 0.0013939314977411419 0.001024715029577101 0.0018756287034212291 0.0013555804125276461 0.0011998411670402507 0.001943074296232806 0.0011406433549883115 0.0011427782204407322 0.0012793238582560207 0.0012201602210589191 0.0013724924099083324 0.0011360089943004397 0.0012168034561934622 0.001187275534075603 0.0011110413155241972
leaf_count=121 97 93 123 166 191 246 171 490 1057 230 64 154 17 242 61 89 84 124 90
internal_value=0 -0.000115609 -0.000228266 0.000250665 -9.48703e-06 -0.000653621 -0.000477673 -0.000226303 -0.000622686 0.000182686 -0.00168117 -0.00259013 -0.000558888 -0.000300908 -4.62387e-05 0.000301058 0.00115807 0.00041897 -0.00105331
internal_weight=0 0.0241788 0.0229436 0.0107921 0.00976675 0.0121514 0.0111267 0.00993687 0.00806124 0.00457798 0.00348326 0.00234262 0.0032224 0.00837282 0.00715266 0.00578017 0.00354009 0.00240408 0.00224008
internal_count=3910 3789 3692 1170 1004 2522 2276 2183 2012 737 1275 1211 247 813 571 510 297 208 213
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=156 158 30 106 146 147 123 124 52 403 129 0 4 156 12 43 11 1 448 49 3 48 2 12 48 38 39 13 47 43
split_gain=0.00116234 0.00106639 0.00102818 0.0009112 0.000910812 0.0015595 0.000771223 0.000770804 0.000844985 0.000714867 0.000721586 0.000819725 0.000908724 0.00106868 0.00104433 0.000898699 0.000777804 0.000698324 0.00121116 0.000877592 0.00102857 0.00113929 0.000660898 0.000702284 0.000657659 0.000697326 0.000577581 0.000570745 0.00055651 0.000714187
threshold=-1.0000000180025095e-35 0.11034000000000001 0.085915000000000019 0.092305000000000012 0.10949000000000002 0.089245000000000005 0.13456000000000004 0.11158000000000001 0.41469000000000006 0.096520000000000009 0.092070000000000013 -0.075584999999999986 0.11205000000000001 0.090135000000000007 0.098845000000000016 -0.074254999999999988 0.087830000000000005 0.094385000000000011 -1.0000000180025095e-35 -0.088329999999999978 0.086245000000000016 0.086285000000000014 1.0000000180025095e-35 0.085775000000000004 0.12862000000000004 0.087760000000000019 0.096325000000000008 -0.13934999999999997 0.09252500000000001 -0.069494999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 13 14 26 -16 17 19 -19 -2 22 -22 -21 -24 25 27 -13 -20 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 24 20 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014284017971198555 -0.0013132537050486064 -0.0013371131377188481 0.0014284049873897775 -0.0013621165122357254 -0.0012926209676429993 0.0010743615933865509 -0.0012313484404139245 0.00081930556404462664 -0.0011043380466049483 -0.0010110922882404011 -0.0011285420819954724 0.0006064153914900934 0.0013640466345003724 -0.00099454474505820045 0.00035674278510035962 -0.0014286138254775737 -0.0010827791549924803 -0.0012448269150383804 0.0014054859593540304 -0.0014284248164756009 0.0010125757533355141 -0.00042331512969281102 -4.7031686396215471e-05 -0.0012688425883821931 -0.00051941711878709701 -0.00067052949397537059 -0.00051445202022113487 0.00068482671334145321 0.00060788547404579292 -0.00091285039892828243
leaf_weight=0.0012083191908642812 0.0014385948516668643 0.0012159580710309195 0.0010305193286743721 0.0010006384113978575 0.0010692411296986384 0.0028128060645720146 0.0010463784876240103 0.0022789938503402487 0.0014506086570913448 0.0013786113734386421 0.0010662739818054203 0.010333645175494521 0.0015231747146819954 0.0013738296211309739 0.0011320387535267429 0.0011693634212077706 0.0015153306143993453 0.0010829394696258996 0.001450659945646751 0.001203550527149478 0.0026358585755588138 0.0019697539776757367 0.0051670363787627016 0.0011786871681731537 0.001607667659953905 0.001004714780492578 0.0010315278701682482 0.0055655636911966493 0.0013094576465610963 0.001214239621858404
leaf_count=197 76 161 96 9 9 139 21 33 207 277 148 326 114 158 42 102 44 13 71 235 35 26 485 619 38 25 23 134 15 32
internal_value=0 -1.3307e-05 1.44264e-05 -1.11323e-05 1.30033e-05 3.84127e-05 -1.74862e-05 7.3789e-06 -3.05362e-05 2.35889e-06 3.27491e-05 6.03224e-05 0.000312761 0.000206294 0.000327009 -0.000550413 -8.71963e-05 -3.09641e-05 0.000202573 -0.000258346 -0.000133492 0.000398466 -0.000458026 -0.000273977 0.000331556 0.000461298 0.000504683 0.000580499 0.000432552 -0.000123794
internal_weight=0 0.0592577 0.0580417 0.0570112 0.0560105 0.0549413 0.0521285 0.0510821 0.0488031 0.0473525 0.0459739 0.0449076 0.0165636 0.0150404 0.0136666 0.0023014 0.0283441 0.0268287 0.0132352 0.0135935 0.0121549 0.00460561 0.00754927 0.00634572 0.0121523 0.0105446 0.0113652 0.00953992 0.00808926 0.0025237
internal_count=3910 3713 3552 3456 3447 3438 3299 3278 3245 3038 2761 2613 765 651 493 144 1848 1804 328 1476 1400 61 1339 1104 315 277 349 252 181 47
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=20
num_cat=0
split_feature=52 1 14 157 1 151 457 51 38 12 43 1 42 47 16 150 13 12 1
split_gain=0.000145934 0.000232725 0.000311307 0.000161342 0.000308127 0.000202629 0.00027206 0.000187302 0.000197225 0.000187371 0.000313665 0.000227585 0.000306498 0.000156562 0.000137209 0.000293496 0.000149664 0.000130839 7.33179e-06
threshold=-0.27466499999999994 0.13662500000000002 0.05884000000000001 -0.063554999999999987 0.090540000000000023 0.083140000000000006 -0.0034949999999999994 -0.031524999999999991 1.0000000180025095e-35 0.11655500000000001 -0.15109999999999998 0.11593500000000001 0.085330000000000003 0.10813000000000002 -0.072804999999999981 0.083205000000000015 -0.0097449999999999985 0.084575000000000025 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 -2 6 -5 -8 9 10 -9 12 14 -1 15 17 -16 -12 -18
right_child=1 -3 -4 5 -6 -7 7 8 -10 -11 11 -13 -14 -15 16 -17 18 -19 -20
leaf_value=-0.0023579436819124531 -0.00040151961417727564 0.0015904068275568719 -0.0024409538256635038 -0.0021951976114406189 0.0027513813571836314 0.0018041916927900577 -0.0018049497848317366 0.0021376597730345184 -0.0017241204215022133 -0.0015730834898439355 0.00074626581331813872 0.0018204432047743122 -0.0016992116416450274 7.190634827282929e-05 0.00065234072573797759 0.0023821478498362806 -0.0014257511381182511 -0.001175207162538233 -0.00089863073684972163
leaf_weight=0.0010282849905983429 0.0012236995759687388 0.00177144445212185 0.0010030629272670391 0.0012135422593636527 0.0011536479592075821 0.0010268440800762493 0.001079789883310033 0.0016702423968704113 0.001072772346179641 0.0010276856296859991 0.0016579681610784918 0.0013026456828695307 0.0019106361745080689 0.0010040422910417846 0.0015345175848672232 0.0014540894033601148 0.0010045987770847028 0.0011497037717737996 0.001017554674997645
leaf_count=366 276 212 120 152 121 90 199 162 52 102 135 138 819 59 153 64 128 510 52
internal_value=0 6.55089e-05 -6.01141e-05 5.63805e-05 0.00112848 -8.42589e-05 -0.000197687 -4.50597e-05 8.33187e-05 0.000224544 0.000369986 0.000102353 -0.000127685 -0.00115751 0.000256358 0.00078606 -0.000378355 -4.05514e-05 -0.0011605
internal_weight=0 0.0232744 0.021503 0.0204999 0.00237735 0.0181226 0.0170957 0.0158822 0.0148024 0.0137296 0.012702 0.0110317 0.00972907 0.00203233 0.00781843 0.00426176 0.00355667 0.00280767 0.00202215
internal_count=3910 3485 3273 3153 397 2756 2666 2514 2315 2263 2161 1999 1861 425 1042 709 333 645 180
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=19
num_cat=0
split_feature=1374 150 484 15 12 41 3 160 2 1 2 2 0 0 13 43 47 4
split_gain=0.000149225 0.000162432 0.000271794 0.000194742 0.000223269 0.000166194 0.000223401 0.000161766 0.00022228 0.000574049 0.00027939 0.000263173 0.000243472 0.00016514 0.000145361 0.000144535 0.000185037 8.21125e-06
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 -0.03231499999999999 0.092870000000000022 0.078150000000000011 -0.12008499999999998 0.084480000000000013 0.10362500000000001 0.10521500000000002 0.097940000000000013 0.088055000000000008 -0.13027499999999997 -0.18901999999999997 0.095355000000000009 -0.074254999999999988 0.11603500000000001 -0.0031049999999999997
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 -3 6 14 8 10 -10 11 12 -8 -11 -4 16 17 -14
right_child=1 3 5 -5 -6 -7 7 -9 9 13 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=-0.0017719946231094276 -0.0021528760837919826 0.0025691888422191248 0.0024728026916349317 -0.00056048665765056347 -0.00012358349765364195 -0.0015867636272348844 0.0026564214556091146 -0.0015894643195782823 -0.0030242965673484825 -0.00096214551615436954 0.0026284456845452413 -0.0015961743940567301 0.001890063813280284 0.0014300481886615193 0.00037696686912589561 -0.00086696895022233893 -0.00083300604570162398 0.0012996602697441526
leaf_weight=0.0010194356482591252 0.0013415894608896075 0.0017814008924936786 0.0012891307916884599 0.001382665509930713 0.0010593776058991367 0.0013018562924100854 0.0010257978327174984 0.0014247575776291663 0.0015808013793392481 0.0010077834856758727 0.0011440410756778929 0.0014712854145877974 0.0010154574946003025 0.0016289340575076361 0.0016002578473703899 0.0018253497164187971 0.0010159698811911255 0.0010174553581049888
leaf_count=68 583 202 85 139 50 157 47 239 239 54 110 482 227 187 136 770 34 101
internal_value=0 4.25961e-05 -0.000134696 0.000869165 0.00156501 1.28644e-05 0.000135026 -0.000105189 6.08956e-05 -0.000811139 0.0004928 0.000161344 0.000599615 0.000515724 0.00131205 0.000166753 0.000785638 0.00159457
internal_weight=0 0.0239139 0.0196905 0.00422344 0.00284078 0.0183489 0.017047 0.0141576 0.0127329 0.00421752 0.00851536 0.00737132 0.00590003 0.00263672 0.00288939 0.00487423 0.00304888 0.00203291
internal_count=3910 3842 3451 391 252 2868 2711 2490 2251 480 1771 1661 1179 241 221 1132 362 328
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=146 45 1429 1374 51 124 42 403 403 43 123 151 480 4 11 43 38 0 3 4 43 13 48 2 48 150 2 3 1 0
split_gain=0.000965178 0.00114338 0.00076346 0.000662349 0.00068736 0.000821711 0.000776397 0.000582233 0.000615886 0.00061109 0.000808271 0.00051582 0.000484454 0.000496004 0.000518565 0.000602561 0.000732414 0.000615636 0.000598752 0.000556801 0.000490709 0.000433318 0.00049715 0.000638654 0.000532165 0.000536758 0.000367314 0.000355969 0.000342361 0.000340518
threshold=0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.40274499999999996 0.51367000000000018 -0.10770999999999999 -0.088854999999999976 0.09389500000000002 0.24789500000000006 0.088120000000000018 -0.40391999999999995 1.0000000180025095e-35 0.41315500000000005 0.080455000000000013 -0.083899999999999988 1.0000000180025095e-35 -0.060094999999999989 0.13772500000000001 -0.34687499999999999 -0.080894999999999981 -0.084084999999999979 -0.031569999999999994 0.11230000000000001 0.095825000000000007 0.087235000000000021 0.084145000000000011 0.086245000000000016 0.094485000000000013 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 11 -9 13 14 15 17 18 26 19 -17 -21 -22 -23 24 25 27 -13 28 -24 -20
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 29 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014006127480893234 -0.0013196706254405444 -0.0010618178906604773 -0.00080498909028487321 -0.0010501939350536366 -0.0007882293055488578 0.0012752924999066815 -0.00086902828912761387 -0.00081000261759601902 -0.00091647897434025646 -0.0007977042760415826 0.0011384007415071143 0.00055192292458653011 -0.00066375353044287604 0.00082966419170739218 -0.00068068847053004227 -0.00067065520966382713 -0.00095995102199763105 0.0010438437150704946 9.6870493944958665e-05 -0.00081083591353931341 0.00069375434510023559 0.0008981963594435154 -0.0004653961022533659 -0.00092063378434244138 0.00080833541753363308 -0.00083175947363321582 -0.00031508752922370249 0.0006849144434512331 0.00044014924165889513 0.0010770066157631895
leaf_weight=0.001112193258286708 0.0011165090800204771 0.0013806299743066566 0.0018833723091766777 0.0011579093726234993 0.0021637185674834294 0.0010628642013799086 0.0012440313307869868 0.0011195214016943558 0.0011238087157173218 0.001324887987282918 0.0016160146051620297 0.0022915484806049768 0.0013525501479820781 0.0022234753778440633 0.001423813261592243 0.0019567374141651146 0.0012766421427272681 0.0028501911603155952 0.0011058064937881085 0.0010217424782608129 0.0027324669423887124 0.0012549653575533179 0.0021039934954524449 0.0013793812716560447 0.0016937842449806784 0.0014265197084775139 0.001646718253949242 0.001608105667514792 0.0013401547271811864 0.0018712161979994582
leaf_count=28 11 181 133 66 205 11 482 69 263 169 151 81 195 162 91 70 35 87 46 141 251 54 376 63 32 37 255 34 89 42
internal_value=0 -2.57093e-06 -3.60342e-05 -4.74044e-06 2.27107e-05 5.96378e-05 2.824e-05 7.35516e-05 0.000104619 0.000135954 0.000171001 0.000124583 0.000156717 0.000192277 0.000143381 0.000185954 6.75846e-05 0.000548144 0.000134874 3.0689e-05 0.000124936 0.000195554 6.95867e-05 -3.92787e-05 0.000109478 -7.32282e-05 0.000189397 0.000140946 -0.000113039 0.000712938
internal_weight=0 0.0477488 0.0466366 0.0452559 0.044098 0.0422147 0.0411518 0.0389881 0.037744 0.0366202 0.0352953 0.0336793 0.0325598 0.0312073 0.0289838 0.02756 0.0207715 0.00678846 0.0194949 0.0165179 0.0145611 0.0135394 0.0108069 0.00955194 0.00817256 0.00647877 0.00393827 0.00505225 0.00344415 0.00297702
internal_count=3910 3899 3871 3690 3624 3491 3480 3275 2793 2530 2361 2210 2141 1946 1784 1693 1270 423 1235 1147 1077 936 685 631 568 536 336 499 465 88
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=156 1373 146 10 1429 14 403 403 151 4 480 11 1456 49 38 3 3 123 49 42 1 47 42 52 1375 1 151 2 2 15
split_gain=0.00102045 0.00103184 0.000899355 0.000899693 0.000830482 0.000770975 0.000739458 0.000710397 0.000637485 0.000802119 0.000740366 0.000752979 0.000650675 0.000626879 0.000635821 0.000782051 0.000778298 0.000797765 0.000687555 0.000826643 0.000809276 0.000675581 0.00116185 0.000676004 0.000674256 0.000592305 0.000535369 0.000607191 0.000526248 0.000434716
threshold=-1.0000000180025095e-35 0.099250000000000019 0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 0.077685000000000018 -0.088854999999999976 0.096520000000000009 -0.40391999999999995 0.50657000000000008 0.08456000000000001 0.088315000000000018 -1.0000000180025095e-35 0.11651500000000002 0.084445000000000006 0.30601500000000009 -0.12008499999999998 0.10103000000000001 -0.10837499999999999 0.10138000000000001 0.10956 0.16859000000000002 -0.10770999999999999 0.11401500000000002 -0.43271999999999994 0.10004000000000002 -0.083559999999999982 0.086875000000000022 0.10393500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -10 14 15 16 29 18 20 21 -18 22 -20 24 -24 26 -26 -28 -29 -14
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0014569557249418845 -0.0010942525757977899 -0.0013574575674478388 -0.0013242456773910169 0.0010530362169903966 -0.00097622263103307595 -0.0010847370324746459 -0.00085463699633755346 -0.00096697059372329627 -0.00069155965489431153 0.0013788716447148757 -0.0010837721608296616 -0.00089799612310651822 0.0013368726174650056 0.00099728495991366632 -0.00057894998154152269 0.0014570042078022509 -0.0012187109073096523 -0.0011173174817920056 -0.0012294027171967483 -0.0008945440469953444 0.00038137436363668638 0.0014576676774237071 -0.00054811724773658698 -0.00054814145502600389 -0.00051250973631550908 0.00092747218923699981 -4.849267662670119e-05 0.00085068388865966633 -0.0002618664482980465 0.00043373301521184578
leaf_weight=0.0010522230506220245 0.0013998664828136489 0.0011768278138966073 0.0010327296809009559 0.0018267158009974685 0.0013812911998405389 0.0012511584363672492 0.0013361075788651524 0.0012739065979825428 0.0016572986053702268 0.0011292119015866567 0.0010326177356674284 0.0013664462309748151 0.0016428874912577385 0.0021921000054438968 0.0021211858564615929 0.0010905878385774051 0.0015717046391721104 0.0010904301715770606 0.0010757441507203138 0.0012982051282939269 0.0011706066101737633 0.0010233530192635945 0.0014452400682856128 0.0017210548718367127 0.0014483712337516339 0.0047079081259302482 0.0036757606476350985 0.005962370293760344 0.001063352589658173 0.0036322654538025597
leaf_count=197 147 31 10 90 493 113 79 285 268 144 148 62 53 103 49 74 71 31 98 118 34 2 17 157 134 175 359 250 52 66
internal_value=0 -8.26343e-06 2.19106e-05 4.88591e-05 1.1996e-05 4.40176e-05 7.39953e-05 0.000105718 0.000136458 0.000167168 0.000134582 0.0001653 0.000201999 0.000241039 0.000194656 0.000243465 0.00020278 0.000103636 0.000154522 0.000235336 -0.000535685 0.000301638 0.00024557 0.000324809 0.000406894 0.000488768 0.000318776 0.000431285 0.000682298 0.000715006
internal_weight=0 0.0537973 0.0526205 0.0515877 0.049761 0.0483612 0.04711 0.0457287 0.0444548 0.0431187 0.0419895 0.0409569 0.0395904 0.0379331 0.035741 0.0336198 0.0325293 0.0272541 0.0261637 0.0234214 0.00274231 0.0221232 0.0210998 0.0200241 0.018303 0.0168578 0.0121499 0.0107015 0.00702572 0.00527515
internal_count=3910 3713 3682 3672 3582 3435 3322 2829 2544 2465 2321 2173 2111 1843 1740 1691 1617 1498 1467 1362 105 1244 1242 1144 987 970 795 661 302 119
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=21
num_cat=0
split_feature=39 3 3 48 50 2 2 3 133 3 52 48 13 2 48 0 43 2 52 151
split_gain=0.00014281 0.000219349 0.000199125 0.000269065 0.000289634 0.000277 0.000246443 0.000295647 0.000214635 0.000292348 0.000200294 0.000247346 0.000212778 0.000198523 0.000148984 0.00014168 0.00021838 0.000270826 9.64415e-05 4.15061e-05
threshold=0.005105000000000001 0.10420500000000001 0.16699000000000003 0.12649500000000002 0.086465000000000014 0.11542500000000001 0.11203000000000002 0.11265500000000002 0.084760000000000016 -0.22254999999999997 0.10218500000000001 0.086125000000000021 -0.094679999999999986 0.094825000000000007 0.095825000000000007 -0.21145499999999998 -0.074254999999999988 -1.0000000180025095e-35 -0.091329999999999981 -0.019324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 5 6 7 8 9 -1 11 12 -11 19 -13 -14 18 -18 -17 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 14 15 -15 -16 16 17 -19 -20 -21
leaf_value=0.0020230578551352313 -0.00029069201612717598 -0.00095914943136076283 0.0011489187200549216 -0.0020529760935879163 -0.0020755650327956708 0.0016010949532673897 -0.0021058463378959263 0.0020664641034857864 -0.0019989976834293832 0.0017997642290625922 -0.0019384958872631184 -0.0023324351496970489 0.0013663526385584047 0.0022366737156832928 -0.00020435271593992837 0.0015154298059602534 0.00013083372707714156 -0.0024498821319667509 -6.9784703926288402e-05 0.00086176276659135633
leaf_weight=0.0010080580056346352 0.0010116966657207627 0.0011023382292805195 0.0017130785942791596 0.0013180338646575076 0.001200960649973353 0.0015624397861758723 0.0010211229562357991 0.0010034228580479984 0.0010129933081466378 0.0012424145706163015 0.0010426540836896434 0.0010914961075772084 0.0010004747482454945 0.0014780544521432182 0.0010605746962781826 0.0010025836119681442 0.0013809503715478399 0.0012822944002890977 0.0016774735304756509 0.0010324557800189807
leaf_count=97 73 41 160 85 630 228 72 48 653 101 231 93 45 225 78 118 58 590 164 120
internal_value=0 0.000615035 -0.000171203 -0.000290807 -0.000158766 -1.83051e-05 -0.00018896 -4.71763e-05 -0.000212844 -5.93651e-05 -0.00025408 -7.37332e-05 0.000269508 0.0011077 -0.00128368 -3.01888e-05 -0.000291676 -0.00111172 0.000523229 0.000291387
internal_weight=0 0.00462455 0.020621 0.0189079 0.0175899 0.016389 0.0148265 0.0138054 0.012802 0.011789 0.0107809 0.00973826 0.00758619 0.00352221 0.00215207 0.00634378 0.0053433 0.00266324 0.00268006 0.00204415
internal_count=3910 459 3451 3291 3206 2576 2348 2276 2228 1575 1478 1247 1076 418 171 975 930 648 282 193
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=17
num_cat=0
split_feature=52 1 3 15 151 3 4 1 4 16 1 4 13 15 16 2
split_gain=0.00013996 0.00018547 0.000208624 0.000284684 0.00047716 0.000202819 0.000175838 0.000204913 0.000242969 0.000297122 0.000335338 0.000188869 0.000286328 0.000162486 0.000109758 0.000105986
threshold=-0.40083499999999994 0.094385000000000011 -0.115685 -0.0058549999999999991 -0.0074049999999999993 -0.069909999999999986 0.053925000000000008 0.13662500000000002 0.24280000000000004 -0.52908499999999992 0.11198000000000001 0.0033150000000000007 -0.00059999999999999995 -0.094924999999999995 0.022165000000000004 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 13 -5 11 8 -8 -10 -11 12 -3 -4 -7 -2
right_child=1 6 3 5 -6 14 7 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013315027726497877 4.5459375826799098e-05 0.0015969658949357324 0.00096905651837688519 -0.0014888485504351897 -0.0035523598347217836 0.0012454367507933406 -0.0022139352294980865 0.0014657585424512323 -0.0012406861225407689 -0.00089774225849412377 0.0022339960756434796 0.0023841751243251692 -0.00093267394965731445 -0.0015108016502752872 -0.0003514357053416715 0.0017837265574616116
leaf_weight=0.0014821448350748325 0.0019861766506590319 0.001996791743541948 0.001005339354625101 0.0012798407587503585 0.001475184580832456 0.0019165073367097846 0.0011114507406588814 0.0014498421418646101 0.0019565006370321214 0.0010850635849974921 0.0016527459205344375 0.0014621538120198618 0.0015020440793076517 0.0010194911341376844 0.001447325036806113 0.0010155949763515082
leaf_count=401 188 291 77 1100 628 151 85 167 118 46 149 69 110 222 86 22
internal_value=0 5.55287e-05 -0.000352773 -0.00071634 -0.00165897 -5.86649e-06 0.000428031 -6.18063e-06 -0.00037376 6.19297e-05 0.000992808 0.00106308 0.000510996 -0.000279539 0.000558365 0.000633571
internal_weight=0 0.0233621 0.0111455 0.00814369 0.00350002 0.00464367 0.0122166 0.0072556 0.00580576 0.00469431 0.00273781 0.00496099 0.00349884 0.00202483 0.00336383 0.00300177
internal_count=3910 3509 2474 2264 927 1337 1035 565 398 313 195 470 401 299 237 210
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=146 147 1456 52 151 1 1 15 49 133 15 43 52 52 0 42 43 52 12 150 457 159 1 0 12 15 14 15 4 1
split_gain=0.000943639 0.00136777 0.000885341 0.000713736 0.000648505 0.000646337 0.000813355 0.000779582 0.000790663 0.00075876 0.000666965 0.00065632 0.000650032 0.000773316 0.000578155 0.000543341 0.000700743 0.000531164 0.000529464 0.000489713 0.000643002 0.000551264 0.000630846 0.000657143 0.000374995 0.000386553 0.000373211 0.000725662 0.000760621 0.000492295
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.42985499999999993 -0.27336999999999995 0.094385000000000011 0.09112000000000002 0.024640000000000006 -0.14750499999999997 0.10681500000000001 -0.098459999999999978 -0.27619499999999997 0.11401500000000002 0.10062000000000001 -0.040094999999999992 0.10269500000000001 -0.066289999999999988 0.092885000000000009 -0.0089849999999999982 0.086420000000000011 0.086950000000000013 0.09141500000000001 0.085990000000000011 -0.070894999999999986 0.085325000000000012 0.024640000000000006 -0.46637499999999993 -0.26361999999999991 0.053925000000000008 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 -1 -4 -5 6 9 11 -9 10 -6 -7 13 17 15 16 -13 18 -12 21 -21 22 23 24 25 -20 -18 -28 29 -29
right_child=-2 -3 3 4 5 7 -8 8 -10 -11 12 14 -14 -15 -16 -17 26 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00097561732907011731 -0.0012381236256028664 0.00084801415410602602 -0.00090163729021754244 -0.00084269850124724815 -0.00089641929231782627 -0.00054197441422570525 -0.0010666202858133035 0.00040860973660045185 -0.001035140903626428 -0.0009978030480962 -0.00066499469852526164 0.00081408512118485196 -0.00078903828544451692 0.0010013653847920851 0.00098794830440182254 -0.00066824833091768678 -0.00056808685817260978 -0.00086749024595768039 0.00067242253680824531 -0.0010399230136953811 0.00041426416047315518 -0.0005683523356323812 0.0011543317248589383 0.00079367503593013439 -0.00061055540487184865 -0.00029702503013455476 0.0011288335648734365 0.000885759709701715 -0.00043121934691581941 -6.0191248863543055e-05
leaf_weight=0.0018654692922667184 0.0011602046561165471 0.0031556115219455441 0.0016430989767290951 0.0015912442794530071 0.0013594778761304984 0.0015456162231686213 0.0015584836579014541 0.0011470322585864778 0.0017139669965402496 0.001448310470068658 0.001374509665566845 0.0040641075978342664 0.0014295928744840749 0.0017558776833714864 0.0023896997020318471 0.0010304857528962161 0.0011600740791664075 0.001047226986453543 0.0016096331867010375 0.001173839927960608 0.0010378763054177398 0.0010761790000621838 0.0018377491101404519 0.0027014735932979848 0.0014476908851553394 0.0013872583874074973 0.0014069790503414836 0.0021977354269537806 0.0030901776380254375 0.0018236534211411026
leaf_count=365 11 148 299 79 198 21 137 36 103 377 63 186 202 71 155 65 24 54 75 80 20 100 150 69 445 122 68 41 95 51
internal_value=0 -1.08328e-05 -6.62394e-05 -3.0183e-05 1.35217e-06 3.2006e-05 -0.000128965 0.00019802 -0.000456312 -5.83247e-05 1.24014e-05 0.000298083 8.15064e-05 0.000157165 0.000373735 0.000274381 0.000345063 5.62819e-05 0.000127173 0.000215901 -0.000357527 0.000341971 0.00045102 0.000270149 -4.80568e-05 0.000223666 0.000148118 0.000245652 7.09201e-05 0.000456782
internal_weight=0 0.0520701 0.0489145 0.0470491 0.045406 0.0438147 0.0222452 0.0215695 0.002861 0.0206867 0.0192384 0.0187085 0.0178789 0.0164493 0.0171629 0.0147732 0.0137427 0.0146934 0.0136462 0.0122717 0.00221172 0.01006 0.00898381 0.00714606 0.00444458 0.00299689 0.00967862 0.00851855 0.00711157 0.00402139
internal_count=3910 3899 3751 3386 3087 3008 2163 845 139 2026 1649 706 1451 1249 685 530 465 1178 1124 1061 100 961 861 711 642 197 279 255 187 92
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=19
num_cat=0
split_feature=14 52 39 42 376 48 1 47 3 14 0 160 151 3 3 0 16 52
split_gain=0.000126595 0.000119967 0.000166941 0.000317614 0.000249027 0.000148002 0.000234854 0.000375146 0.000277076 0.00021888 0.000389185 0.000160536 0.000183259 0.000141352 0.000254679 0.000382257 0.000130682 0.000122629
threshold=0.077685000000000018 -0.40083499999999994 0.11742500000000002 -0.10770999999999999 1.0000000180025095e-35 0.12649500000000002 0.095575000000000007 0.093315000000000023 -0.075154999999999986 -0.13131999999999996 -0.086754999999999985 0.087825000000000014 -0.076429999999999984 0.10420500000000001 -0.084014999999999992 -0.11524 -0.095609999999999987 0.092885000000000009
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 11 9 -9 -8 16 12 -5 14 17 -16 -11 -14
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0011232017639701405 -0.0013818344863947346 -0.0021751666427711237 0.0016866964000389962 0.0013894673522765483 0.0017276189022788109 -0.0012748996974982581 -0.00013221770375186401 0.0007871789177425557 -0.0022608072774479432 0.0017968875334996946 5.1066973456314908e-05 -0.0015567690313500943 0.00092207735626799979 0.0010985306972320799 0.00027274045371374273 -0.0029255661509374506 0.0037277563888624666 -0.00086358606611694597
leaf_weight=0.0014698535556881822 0.0011613173869402518 0.0010930439402041378 0.0011388759903621084 0.0012696752250641596 0.0016339903564351879 0.0014526643994925972 0.0014385297102628147 0.0010016844769697997 0.0011159122719249792 0.0011991719801087708 0.0014467560334657783 0.0015468187224057526 0.0018063585184249446 0.0010029692298871851 0.0011624262176139714 0.0015344799253327011 0.0012853183669729873 0.0010922637908880317
leaf_count=389 126 185 81 203 178 83 103 53 73 140 224 209 528 26 72 1049 74 114
internal_value=0 4.0813e-05 0.000117809 3.30563e-05 0.000153807 1.37039e-05 0.000124452 0.00068054 -0.000819022 0.0012719 0.0017857 -0.000317782 -7.42076e-05 -0.000355846 -0.000616536 -0.00154703 0.0027958 0.000249201
internal_weight=0 0.0236908 0.0222209 0.0210821 0.019989 0.018355 0.0169024 0.00748737 0.0021176 0.00536978 0.00393125 0.00941499 0.00786817 0.0065985 0.00559553 0.00269691 0.00248449 0.00289862
internal_count=3910 3784 3395 3314 3129 2951 2868 667 126 541 438 2201 1992 1789 1763 1121 214 642
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=46 14 1429 1374 1213 31 4 11 1456 480 1374 48 13 123 0 0 160 1 47 151 15 1 0 376 4 16 15 52 47 4
split_gain=0.000744143 0.00093492 0.000681363 0.000616713 0.000539025 0.000464577 0.000416667 0.000479421 0.000434519 0.000409305 0.000427076 0.000519584 0.000566495 0.00055243 0.00057711 0.00160629 0.000586063 0.000646905 0.000639619 0.000582547 0.000553622 0.000591233 0.000525229 0.000391617 0.000404235 0.000468348 0.000566081 0.000322937 0.000213787 0.000199328
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.11270000000000001 -0.52445999999999982 0.096720000000000014 -0.10575999999999998 -0.089879999999999974 -0.089989999999999987 1.0000000180025095e-35 0.09585500000000001 -0.085039999999999991 -0.015439999999999997 0.088495000000000018 -0.017269999999999997 0.076485000000000011 -0.49837999999999999 -0.0021449999999999998 0.05377500000000001 -0.27466499999999994 0.097435000000000008 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 -2 4 -4 -6 7 8 -7 10 -10 12 -12 14 16 -16 -14 -18 29 -17 22 23 27 24 -22 26 -26 -21 -13 -19
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 28 13 -15 15 19 17 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012828780403834575 -0.0011828689179452742 -0.001219285882144489 -0.00087519709213807406 -0.0011608324983484685 0.00090629863977289226 -0.00081428428950794743 0.00099253847208392908 -0.00076889477214257547 -0.00064835694040518157 -0.00083888459304473357 -0.00092882173946730589 0.00029367828681599637 -0.00057804544898289157 -0.00094852130097595132 -0.001364765913629297 -0.00080856884343667983 -0.00010582142311499889 0.00086828317420779681 1.4500026933543596e-05 -0.0001204842482895626 -0.00076253298802306474 -0.00080795195828922109 0.0015464087993344287 0.0010932779097603054 -0.0010052086959572673 0.00085129782209323354 0.00045674447438838819 0.0008085544355664558 0.001170469300771615 0.0015410720707153831
leaf_weight=0.0010177238863313667 0.0011519240736943539 0.0015870802510427042 0.0014392454266415602 0.0010254042863646609 0.0015917174079769216 0.0012925081194651291 0.0010945929091636932 0.001733511776052409 0.0015914564189927196 0.0010735359689523208 0.001202477306364357 0.0011213478294314063 0.0010054762719200472 0.0010374060474984672 0.0017540829218883744 0.0012478742763279991 0.001878673698215913 0.0019207756011070387 0.0013474192656133255 0.0015840426739464064 0.0010847380753702283 0.0015509834303593095 0.0013079101676725007 0.001102634359995136 0.0010742740981255381 0.0019921692843541446 0.0015415742936792931 0.0020540709505257881 0.0016324256454565145 0.0023288335030979823
leaf_count=31 180 124 578 65 107 281 158 77 65 238 22 51 39 38 248 123 73 79 25 97 32 240 41 10 37 108 396 187 75 85
internal_value=0 -5.45798e-05 -1.03186e-05 2.29404e-05 5.36041e-05 8.86472e-05 5.3044e-05 2.40435e-05 6.47996e-05 9.98312e-05 0.000131965 0.000173681 0.000108469 0.00015679 0.000203072 3.28345e-05 0.000530139 0.000679189 0.000942681 0.000201436 0.000296254 5.33624e-05 0.000706131 0.000249949 8.66042e-05 0.000286493 -0.000143649 0.000404049 0.000813436 0.00123698
internal_weight=0 0.0433502 0.0417631 0.0406112 0.0395858 0.0381465 0.0365548 0.0354602 0.0337267 0.0324342 0.0313606 0.0297692 0.0270154 0.0258129 0.0247755 0.0162944 0.00848118 0.0074757 0.00559703 0.0145403 0.0132924 0.00834637 0.00494602 0.00679539 0.00569276 0.00460802 0.00261585 0.00363811 0.00275377 0.00424961
internal_count=3910 3879 3755 3575 3510 2932 2825 2667 2590 2309 2071 2006 1880 1858 1820 1519 301 262 189 1271 1148 823 325 583 573 541 433 284 126 164
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=45 14 156 158 1429 4 480 403 403 123 1374 11 123 106 31 3 1 47 49 15 49 4 42 42 38 13 40 49 39 1
split_gain=0.00112617 0.00118003 0.00105307 0.000968033 0.000818832 0.000944488 0.000819445 0.00083345 0.000864975 0.000766538 0.000765784 0.000746295 0.000735419 0.0006759 0.000872817 0.000908376 0.000735523 0.00131906 0.00101955 0.000708064 0.000693334 0.000632633 0.00137064 0.000732719 0.000603817 0.000688092 0.000566857 0.00055077 0.000758887 0.00150549
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 0.50657000000000008 0.086230000000000015 0.10020000000000001 -0.088854999999999976 0.13256000000000004 0.090240000000000015 0.088315000000000018 0.088610000000000008 0.088230000000000017 -1.0000000180025095e-35 -0.12008499999999998 0.10498500000000001 0.08801500000000001 -0.10837499999999999 -1.0000000180025095e-35 0.090775000000000008 0.074650000000000008 0.091955000000000023 0.090325000000000003 0.098160000000000011 -0.060719999999999989 -0.08347499999999998 0.088595000000000021 0.16168500000000002 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 13 14 -10 19 17 18 -17 -16 21 22 23 26 25 -18 -20 28 29 -27
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 16 24 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0014573324084098682 -0.0014569552706498027 -0.0011584244881213583 -0.00099522110333358118 -0.0013319022357027378 -0.00095652647284950702 0.0011293505057562571 -0.0011514546290256435 -0.0010992958510249314 0.0014572828337663666 -0.0011320316775319493 -0.00099135046674759131 -0.00059703400899348931 0.0011362044331084474 -0.00099116678787805352 0.001308407667806352 -0.0012534385328826618 0.0010183345067956754 -0.0013980640382538329 0.0010813194550967084 0.00032110895882445588 -0.00084059546506566303 0.0009360610808119155 -0.0014570182782819695 0.0013869700496009396 -0.00072196607376964479 0.00045365515774359002 9.8362627441542486e-06 0.00089558001607131918 0.0010381529448420974 -0.0011136090055885851
leaf_weight=0.0010698625462737246 0.0010530388700515916 0.0019741047013139825 0.0015769819611102234 0.0011135648258262512 0.0016164540673082586 0.0017286775237499432 0.0012073322526111588 0.0012779069800563083 0.0011685410045050295 0.0010058779658237418 0.0012098119496384277 0.0024681784762492489 0.0018076297469384875 0.0010083577099919685 0.0023711307340903431 0.0012570315209039498 0.0032503553208513844 0.0015135811239134203 0.0011592600727112776 0.0044081912156599254 0.0015099354999668071 0.0021082676949308867 0.0011321606613763366 0.0010402500943342838 0.0010181574465377716 0.0030523372779462932 0.010918426185415844 0.0020284433322501627 0.0012724419078722349 0.0022672068914033616
leaf_count=15 193 122 148 151 456 196 178 249 49 17 62 69 87 14 56 59 118 153 25 60 180 40 172 32 21 73 831 33 17 34
internal_value=0 -5.05571e-05 -1.32033e-05 1.32387e-05 3.98053e-05 6.95871e-05 3.50716e-05 6.26893e-05 9.204e-05 0.000126648 0.000153042 0.00018265 0.000226099 0.000187375 0.000216028 0.000180043 8.16961e-05 -8.88287e-05 1.47843e-05 0.000666426 0.000104004 0.000191193 8.0992e-05 0.000213732 0.000354755 0.000447106 0.000112681 0.000231723 2.74448e-05 -0.000214318
internal_weight=0 0.0605236 0.0585495 0.0574965 0.0563829 0.0548059 0.0530773 0.0518699 0.050592 0.0489756 0.0479697 0.0467599 0.0442917 0.0424841 0.0414757 0.0403072 0.0335279 0.0206389 0.0191253 0.00677932 0.0178683 0.0163584 0.0142501 0.0131179 0.0128889 0.0118708 0.0120777 0.00862043 0.00659199 0.00531954
internal_count=3910 3895 3773 3580 3429 3281 3085 2907 2658 2202 2185 2123 2054 1967 1953 1904 1788 1492 1339 116 1280 1100 1060 888 296 275 856 157 124 107
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=46 14 31 1429 1374 403 403 51 46 39 3 47 48 51 1 2 12 16 11 4 0 42 42 3 1 4 2 4 13 4
split_gain=0.000776673 0.000857526 0.000710963 0.00064775 0.000680162 0.000541978 0.000492058 0.00049853 0.000489787 0.00098795 0.00096202 0.000920577 0.000570857 0.0007874 0.00105205 0.000718615 0.000560117 0.000495305 0.000667114 0.00070583 0.00101037 0.000650318 0.000589119 0.000544172 0.000586017 0.00050871 0.000446286 0.000478728 0.00025779 0.000298041
threshold=-0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.096520000000000009 -0.088854999999999976 -0.40274499999999996 0.084955000000000017 0.13419 0.30601500000000009 0.11896000000000002 0.12649500000000002 0.13118000000000002 0.10752500000000002 0.10045500000000002 0.097345000000000015 -0.50763499999999995 0.080455000000000013 -0.0010999999999999996 -0.230625 0.085195000000000007 0.091955000000000023 0.045635000000000002 0.077800000000000022 -0.060264999999999992 0.086245000000000002 -0.48072499999999996 0.091035000000000019 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 14 17 16 -16 -9 19 22 -21 -22 23 24 25 28 -25 -28 29 -19
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00093445488838723805 0.00074290317815221569 -0.00085865795032037922 -0.00085283536898179578 -0.00068445819688769526 -0.00088545460202666478 -0.00076190739988406752 -0.00055971841907185486 0.00054950728674284721 -0.00050097034904571019 0.001126512204168664 0.0011262819927510426 -0.00077753754864558699 -0.00060719567344316911 -0.00086572657609139132 -0.00023900190221252902 0.0010072695480365776 0.00067142196542988508 -0.00024667872441767392 -0.00085603673310516621 0.00056975724249174169 -0.00080803454675659877 0.00014354542009656736 -0.00057632953685828384 0.00048590895499491335 0.0008473720353239523 -0.00033016268656111325 0.00025288543374963441 -0.00061055486894329885 0.00074900890388345431 0.00057471771791957002
leaf_weight=0.0010690831495381295 0.0015441934467577125 0.001555214152904715 0.0011938026527970038 0.0011778785328929722 0.001100930629481133 0.0011185992214676191 0.001608539546890774 0.0022054741873462754 0.0017519090111761662 0.0011705851776433454 0.0010692594993519924 0.0016562316111148325 0.0014489237224191145 0.0010017486872426753 0.0016759196710793836 0.002651953728097789 0.001754351757256245 0.0011024035660049947 0.0011229072044898194 0.0013337566206246265 0.0032935039527988439 0.0012592068096299869 0.0012228512139429428 0.0013575320151417722 0.0026949013793267085 0.0015929037121157341 0.0013275819628262298 0.0021072836743378787 0.001734860798656257 0.0011394068045598033
leaf_count=31 110 124 178 499 64 287 106 80 44 41 113 72 23 92 52 167 31 23 60 14 184 183 195 25 268 404 28 41 36 335
internal_value=0 -3.63345e-05 -8.17717e-06 -3.46115e-05 -1.17257e-05 1.14081e-05 3.2787e-05 5.42926e-05 8.05076e-05 0.000108865 7.45875e-05 4.12024e-05 8.35417e-05 0.000116271 0.000149531 0.000566996 0.000226618 4.14588e-05 -1.11732e-05 3.5871e-05 -0.000292297 -0.000544843 0.00017115 0.000241156 0.000416238 0.000207629 -6.07732e-05 -0.000276834 0.000423048 0.000170798
internal_weight=0 0.0469746 0.0454194 0.0438752 0.0426814 0.0415805 0.0404619 0.039284 0.0376755 0.0359235 0.034753 0.0336837 0.0320275 0.0305785 0.0295768 0.00608223 0.00343027 0.0234946 0.0212891 0.0201662 0.00588647 0.00455271 0.0142797 0.0130569 0.00826448 0.00556957 0.0047924 0.00343487 0.00397667 0.00224181
internal_count=3910 3879 3755 3645 3467 3403 3116 2617 2511 2467 2426 2313 2241 2218 2126 250 83 1876 1796 1736 381 367 1355 1160 1066 798 94 69 394 358
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=146 45 1429 481 31 403 1374 403 151 4 11 3 38 2 124 3 4 40 13 51 2 2 2 1374 16 52 47 16 0 3
split_gain=0.000995724 0.00116347 0.000699408 0.000683107 0.000733701 0.000650452 0.000663583 0.000637889 0.00063351 0.00069304 0.000914291 0.000550535 0.000735173 0.000695966 0.000603336 0.000644681 0.000885328 0.000609278 0.00057709 0.000555919 0.000505736 0.000492892 0.000604773 0.000406738 0.000457707 0.00067426 0.000454311 0.000349027 0.000284135 0.000419868
threshold=0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.092224999999999988 0.090240000000000015 0.096520000000000009 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -0.12008499999999998 0.10386000000000002 0.10836000000000003 -0.048219999999999992 0.13772500000000001 -0.23071499999999998 -0.061244999999999994 0.068400000000000002 0.013805000000000001 -0.14847999999999997 0.11230000000000001 0.099015000000000006 -0.094679999999999986 0.51388000000000011 -0.089799999999999977 0.086425000000000016 -0.014099999999999998 -0.069794999999999982 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 11 13 14 18 -13 16 -16 -18 -10 27 -11 22 23 -19 25 -25 28 -17 29 -27
right_child=-2 2 3 -5 5 6 -8 -9 9 20 -12 12 -14 -15 15 19 17 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013198845760335996 -0.0012342028391588706 -0.00097853207769310548 0.00089505284406659409 -0.001035473803308839 -0.0010290503303289175 -0.0008308998856348252 -0.00099627703737932235 -0.00090568719214826471 0.00063642312341634323 -3.5114759650395528e-05 -0.0010517049842215375 0.00065450744546804269 -0.0010732079183362812 0.0011713247968807082 -0.0010545626778518944 -0.00030525183829074567 -0.00097988280740795544 -0.00077965588544435442 -0.00041498047725915512 0.0011718356847829718 0.00088085405893049821 -0.00068901711582383977 0.00075439827134950806 -0.0010119431123319909 0.00070523960076452057 -7.4565292480637151e-05 -0.00051130541878024517 0.0005467625421607538 0.00085326890596992041 0.00074198121565571807
leaf_weight=0.001150221877495027 0.001149134189290634 0.0012979531615751041 0.0016391051001551906 0.0010759699119193824 0.0010523723932720488 0.0012976483355267012 0.0010876106390540477 0.0011864029467730233 0.0019530602453059374 0.0015662516926688852 0.001284027858558189 0.0026012213884207816 0.0010530574408935669 0.0016892526467700009 0.0016205752194320263 0.001579217643325137 0.0011137383460422248 0.0010849510545369876 0.0017003632099541477 0.0012678663150076375 0.0031817196378280945 0.0015136322737279153 0.0021182920214097853 0.0011087230421280509 0.0016672022087220748 0.0046583341020716585 0.0018133006123718376 0.0017816903999801062 0.0010756376539120972 0.0014340330165154569
leaf_count=28 11 181 110 101 461 77 65 285 56 42 116 115 34 16 76 17 74 38 48 57 256 127 134 216 21 923 151 26 20 28
internal_value=0 8.53516e-06 -2.32173e-05 3.6185e-06 2.83925e-05 -4.27115e-06 2.11413e-05 4.79019e-05 7.60701e-05 0.000106352 4.0619e-05 8.33359e-05 8.01143e-06 0.000470929 5.1077e-05 -1.4772e-05 -0.000121299 -3.53061e-05 0.000147083 0.000427291 0.000578696 2.85524e-05 0.000101153 -6.59879e-06 6.47385e-05 -4.10932e-05 7.87562e-05 0.00014642 0.000228025 0.000117635
internal_weight=0 0.0486534 0.0475032 0.0462053 0.0451293 0.0434902 0.0424378 0.0413502 0.0401638 0.0388661 0.0341182 0.0328341 0.0274915 0.00534268 0.0264384 0.0238372 0.0192084 0.0175878 0.00365342 0.00462877 0.00474797 0.0164741 0.0149605 0.0128422 0.0117572 0.01009 0.00898131 0.00336091 0.007168 0.00609237
internal_count=3910 3899 3871 3690 3589 3479 3018 2953 2668 2591 2293 2177 2057 120 2023 1908 1808 1732 104 100 298 1658 1531 1397 1359 1338 1122 43 971 951
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=20
num_cat=0
split_feature=1374 150 484 457 1 42 49 52 0 16 0 1 0 4 51 2 2 43 13
split_gain=0.000159389 0.000180872 0.000279613 0.00018493 0.000164582 0.000297231 0.00029505 0.000184398 0.00026327 0.000204677 0.000202945 0.00020872 0.000198893 0.000215978 0.000180908 0.000152541 0.000215118 0.000105898 5.73476e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.088175000000000017 0.12864500000000004 0.09901500000000002 -0.085174999999999987 0.084890000000000007 -0.060094999999999989 0.25185000000000007 -0.079019999999999993 0.080320000000000016 -0.10131499999999999 0.39574000000000004 -0.025709999999999997 -1.0000000180025095e-35 0.096540000000000015 -0.054854999999999994 -0.0078949999999999975
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 6 -4 9 -9 10 12 -12 13 18 -6 -3 -17 -10 -8
right_child=1 3 4 -5 14 -7 7 8 17 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0017314238231115032 -0.0020383681249456376 0.0017093769440628833 -0.0017976061870777593 0.0023700001254008066 -1.6926546963844222e-05 -0.0022282398364491976 0.00075815772502102875 -0.0020310172535097982 0.0011822088591829788 -0.0011150772113267546 0.00060836852150541565 0.003412086891773981 -0.0010620805244635511 -0.00071942851749919935 0.0021844848796875485 -0.0018099983895217085 0.00092079791181027117 -0.00055139057681866479 0.0019261373099021266
leaf_weight=0.0010088653535218475 0.0013723476699253325 0.0010326069662731641 0.0015553245605932639 0.0011353125733095659 0.0015971571553610175 0.0012352965308553834 0.0013947857584541978 0.0014756863030461198 0.0012783743879234422 0.0012039793120120499 0.0010150075641965923 0.0010197046346791527 0.0013539898363045255 0.0012250922972611988 0.0012950258851430743 0.0010168315296426025 0.001210593707489771 0.0014303462957840915 0.0019057662682961923
leaf_count=68 583 47 86 85 71 352 146 765 34 326 66 155 485 49 192 142 117 46 95
internal_value=0 4.34218e-05 -0.000130427 0.000848637 7.48601e-06 -0.000165273 6.24125e-06 0.000217143 -0.00054357 0.000566235 0.000822006 0.00201346 0.000409689 0.000850016 0.000968794 0.00031882 -0.000325825 0.000266778 0.00143256
internal_weight=0 0.0247532 0.0203579 0.00439534 0.0189855 0.0160934 0.0148581 0.0133027 0.00418441 0.00911833 0.00791435 0.00203471 0.00587963 0.00452564 0.00289218 0.00326003 0.00222743 0.00270872 0.00330055
internal_count=3910 3842 3451 391 2868 2605 2253 2167 845 1322 996 221 775 290 263 306 259 80 241
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=18
num_cat=0
split_feature=14 403 132 42 376 0 3 0 0 457 42 16 49 3 1 13 47
split_gain=0.000130057 0.000121047 0.00016311 0.000179817 0.000293816 0.000266307 0.000226856 0.000348624 0.000253338 0.000275481 0.000201363 0.000229844 0.000142856 0.00031404 0.000244523 0.000212215 3.60927e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.080815000000000012 -0.10770999999999999 1.0000000180025095e-35 0.12007500000000002 -0.100615 -0.060094999999999989 -0.053834999999999994 -0.0034949999999999994 0.098285000000000011 0.050115000000000007 0.059130000000000009 0.090325000000000003 0.11215000000000001 -0.083514999999999992 0.089345000000000022
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 -5 9 -8 11 12 13 15 -15 -11 -14
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 -12 -13 16 14 -16 -17 -18
leaf_value=-0.0011015978163880719 -0.0012171053898481681 -0.0012307714415241546 0.0011349877756981117 -0.00018255986396943646 0.0016276873033104937 -0.0014037513101392979 -0.0015634890565917289 0.0023067134402327697 -0.001701659568215763 0.0010576591525764765 0.0018552867576870163 -0.0014015125398264339 -0.0010291131922737318 0.0022451377567551433 4.3102191367774879e-05 -0.0009828142626737979 -3.5555940287206557e-05
leaf_weight=0.0012310784696355067 0.0012065046093062129 0.0015241810578607842 0.0019477292599192611 0.0016310937046757346 0.0016147106214110521 0.0017885348050659102 0.0012856968724045395 0.0015138886321110984 0.00124961638486516 0.001123458487558235 0.0010090135462423608 0.0012368941463635494 0.0010145890465415169 0.0019673984160544222 0.0010956658704595057 0.0019389055381897882 0.0010264514769604688
leaf_count=909 126 157 252 99 173 128 249 66 222 243 192 240 241 77 76 399 61
internal_value=0 3.96185e-05 0.000100788 4.95856e-06 0.000101567 -3.62445e-05 0.00011574 0.00101569 -0.000102858 6.79299e-05 0.000269374 9.91998e-05 0.000326498 0.000611706 0.00145746 -0.000234246 -0.000529447
internal_weight=0 0.0241989 0.0229678 0.0210201 0.0194959 0.0178812 0.0160927 0.00314498 0.0129477 0.0116981 0.0104124 0.00940336 0.00816647 0.00612543 0.00306306 0.00306236 0.00204104
internal_count=3910 3784 2875 2623 2466 2293 2165 165 2000 1778 1529 1337 1097 795 153 642 302
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=19
num_cat=0
split_feature=4 160 11 484 50 43 48 49 12 15 16 16 16 12 16 49 0 160
split_gain=0.000126439 0.00020217 0.000205474 0.000194423 0.000279418 0.000189513 0.000362476 0.000258542 0.000256028 0.00023437 0.000262964 0.000234097 0.00042055 0.000199744 0.000216697 0.000193775 0.000350577 0.000285639
threshold=0.50657000000000008 -0.217635 0.088315000000000018 -0.0043499999999999988 0.090980000000000019 -0.06705499999999999 0.086665000000000006 -1.0000000180025095e-35 -0.036459999999999992 0.035895000000000003 -0.15595499999999998 -0.014099999999999998 0.22945500000000005 0.051320000000000005 -0.083564999999999987 -0.029304999999999998 -0.13870499999999999 0.087825000000000014
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 -7 11 -11 15 -13 -9 -15 17 -17 -10
right_child=-2 2 -4 4 -6 8 -8 13 9 10 -12 12 -14 14 -16 16 -18 -19
leaf_value=-0.0016723399662795855 0.0014280859082718928 -0.0013813121932666477 -0.0017200863501571017 -0.0015993689249482075 0.0023070033407685143 -0.0019686369380549854 0.0024660204167602641 0.0017272818325808005 0.0022912829008206455 3.9129113338366e-05 -0.0027943790849474688 0.0026448192956498402 -0.00057564607364555761 0.0014359572483317754 -0.00094482853984786366 0.00088619059641479572 -0.0021523233684889215 -0.00072740133525650401
leaf_weight=0.0013358251721098105 0.0010233754076639503 0.0014539737849888481 0.0011510036534911885 0.0011909074548754894 0.0010667081724398111 0.0013403934601872109 0.0015033448684433903 0.001736064066074623 0.0010578777843930354 0.00135044136124551 0.0010156678879481339 0.0016870233564203578 0.0012490047585922981 0.001066239875377184 0.0018518031217786279 0.0011100632592064841 0.0017032354532252048 0.0011665893388190796
leaf_count=376 213 588 126 167 247 112 190 83 80 46 650 137 142 107 402 64 141 39
internal_value=0 -8.18196e-05 1.17762e-05 0.000104279 0.000211767 9.43126e-05 0.000623634 0.00014977 -0.000238697 -1.44392e-05 -0.00117717 0.000330585 0.00127481 0.000597346 -7.49e-05 -0.000219714 -0.000953395 0.000708178
internal_weight=0 0.0240362 0.0227003 0.0215493 0.0200954 0.0190287 0.00734836 0.00584501 0.0116803 0.0103399 0.00236611 0.00797379 0.00293603 0.00465411 0.00291804 0.00503777 0.0028133 0.00222447
internal_count=3910 3697 3321 3195 2607 2360 949 759 1411 1299 696 603 279 592 509 324 205 119
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=20
num_cat=0
split_feature=1 0 2 160 2 3 2 2 48 47 2 3 2 0 52 457 12 12 1
split_gain=0.00011237 0.000207065 0.000243611 0.000255486 0.000193009 0.000154657 0.000286874 0.000146619 0.000141135 0.000171656 0.000298267 0.0002288 0.000189457 0.000207441 0.000323955 0.000300184 0.000193539 0.000128824 0.000146691
threshold=0.087480000000000016 -0.074249999999999997 0.084065000000000015 0.08234000000000001 0.14073000000000005 -0.115685 0.10325000000000002 0.10488500000000002 0.12862000000000004 0.081320000000000017 0.11500500000000001 0.10856000000000002 -0.14847999999999997 -0.10303999999999998 -0.0066199999999999991 0.041935000000000007 0.083325000000000024 0.092365000000000017 0.10786000000000001
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 8 7 -7 -3 9 10 12 17 -2 14 15 -14 -15 18 -11
right_child=4 5 3 -5 -6 6 -8 -9 -10 11 -12 -13 13 16 -16 -17 -18 -19 -20
leaf_value=0.00073361228455874009 0.0022439685517731188 3.6765213933844826e-05 -0.0033768137563008299 -0.00035203321371526588 0.0022770540989977893 0.00053563070831651671 -0.0027590270734952401 0.0025901430512525747 -0.0016490197513710828 -0.00050725336350808847 0.0030409482657301097 -0.0024571535310885842 -0.0022466598049120639 0.00010540122715075252 0.0027577474000786474 0.001502643167492513 -0.002616298985151806 -0.0010563358263412546 0.0020898903429238183
leaf_weight=0.0010562681176148336 0.0010645809053397874 0.0012821592337584065 0.0016570521510914926 0.0012297077182691907 0.0010938837577942903 0.0020043369161037994 0.0010020601198011958 0.0010212725571818737 0.0010946251075889544 0.0010419514146331474 0.0011530569669354618 0.0011717053157624946 0.0011130385336427517 0.0014852712120376702 0.0012872095055556114 0.0010481177345376125 0.0011892709641762034 0.001475156317314541 0.0011637403424558102
leaf_count=281 82 49 1275 235 180 177 249 18 68 109 148 37 71 186 80 48 453 128 36
internal_value=0 -0.000459567 -0.00133237 -0.00208831 0.000241618 0.000188566 -0.000562509 0.00116886 8.57826e-05 0.000229718 0.000667158 -0.000522151 0.000286341 -5.40286e-05 0.000760977 -0.000428323 -0.00110484 9.38088e-05 0.00086302
internal_weight=0 0.00925286 0.00394303 0.00288676 0.0153816 0.00530983 0.0030064 0.00230343 0.0142877 0.0131931 0.00834055 0.00485255 0.00718749 0.00612291 0.00344837 0.00216116 0.00267454 0.00368085 0.00220569
internal_count=3910 2284 1791 1510 1626 493 426 67 1446 1378 1068 310 920 838 199 119 639 273 145
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=19
num_cat=0
split_feature=124 4 0 43 12 15 133 43 13 52 133 47 4 2 2 51 1 43
split_gain=0.000108238 0.000189578 0.000176303 0.000238182 0.000211272 0.000204198 0.000228061 0.000204183 0.000295801 0.000261687 0.000373474 0.000155524 0.000205974 0.00031863 0.000149612 0.000110097 5.29918e-05 4.31505e-05
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.083940000000000015 0.096055000000000015 0.10363000000000001 -0.0056849999999999991 -0.079109999999999986 -0.057284999999999996 -0.092084999999999986 0.065880000000000008 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.099015000000000006 0.081825000000000009 0.10662500000000001 -0.022399999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 9 14 -8 -11 12 15 -14 17 -10 -16 -9
right_child=-2 2 3 -5 -6 -7 7 8 11 10 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-0.0017485894499910445 0.0013829866674585139 -0.0018150318396159659 0.0033088621877609384 -0.000563092866888973 0.00040335446394801008 -0.0019931856740246869 -0.0027860528932843512 0.0013114417856213449 3.8658595851165867e-05 -0.001465337830993087 0.0020376705640100909 -0.0017806859641877777 0.0023376572656301658 -0.0006257759617482833 0.00324682208494062 -0.0020905585729066377 0.0016800829416398896 -0.0001042167435282508
leaf_weight=0.0015104248559518743 0.0012207590653057201 0.0015194496633553342 0.0012241814064994907 0.0014638346548068171 0.0011183862672408118 0.001340975329450266 0.0011011525671867084 0.0010027473752739768 0.0012637911109658652 0.0017267152144486717 0.0012080161158078695 0.0011015047320578342 0.0018184951016159134 0.0015865523368211454 0.0010093705665707997 0.0010288170892834847 0.0010072446760931442 0.0010085648702275428
leaf_count=174 49 919 136 36 63 330 301 185 211 249 477 91 102 62 80 64 155 226
internal_value=0 -9.36015e-05 2.25043e-05 0.00096613 0.00192172 -0.000180155 -3.17506e-05 0.000150555 0.000496371 -0.000777166 -2.34032e-05 -0.000118425 0.000202934 0.000956871 0.00153415 -0.000916836 0.00246428 0.000601565
internal_weight=0 0.0230402 0.0215298 0.0038064 0.00234257 0.0177234 0.0163824 0.014863 0.0108271 0.00403588 0.00293473 0.00679916 0.00569766 0.00340505 0.00402793 0.00229261 0.00201662 0.00201131
internal_count=3910 3861 3687 235 199 3452 3122 2203 1176 1027 726 530 439 164 646 275 235 411
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=156 45 14 375 158 403 156 1374 403 46 3 1374 39 47 1 42 151 376 51 43 4 160 0 160 150 43 49 48 160 12
split_gain=0.00130573 0.00120965 0.0015971 0.00103311 0.000961514 0.000904321 0.000864158 0.000790951 0.000736364 0.000767851 0.00116002 0.000645345 0.000777933 0.00175207 0.000738861 0.000890595 0.000891357 0.00092537 0.000865578 0.000649944 0.0014859 0.00102098 0.00060127 0.000497416 0.000715914 0.000713037 0.000815813 0.000661625 0.000448892 0.000444006
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.087245000000000017 0.11034000000000001 0.10020000000000001 0.11896500000000002 0.090240000000000015 -0.088854999999999976 0.084955000000000017 0.30601500000000009 -0.094679999999999986 0.15608500000000003 0.13206500000000002 0.12730000000000002 -0.10770999999999999 -0.084129999999999996 0.048375000000000008 0.013805000000000001 -0.52334499999999984 -0.49837999999999999 -0.088649999999999993 -0.15137999999999999 -0.077459999999999987 0.084800000000000014 -0.069974999999999996 0.094480000000000022 0.08346000000000002 -0.0098349999999999983 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 11 -10 13 14 15 -13 18 19 28 -18 -21 -22 -11 -23 25 29 27 -27 -17 -25
right_child=1 2 -4 -5 -6 -7 -8 -9 9 22 -12 12 -14 -15 -16 16 17 -19 -20 20 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0014004208660831263 0.0014007710413740304 -0.00082282792017667492 -0.0011961850302864305 -0.0012967114225688357 -0.0012774137347004388 -0.0010442059681591647 -0.00096201894442318097 -0.00098361043596300159 -0.00059147676360380233 -0.0014005440402722208 0.001400431289922502 -0.0007950613171447367 0.0014007930540794367 -0.0011292667016509529 0.00093527394244265845 0.00024774984714857564 0.0013343846283005933 0.0012781170413209927 0.00075474283185675848 -0.0014004583851797592 -0.00064586894976354089 0.0011020486424460937 8.277360850883741e-05 0.00017297011522295807 0.00088476270825031732 -6.8609679431604267e-06 0.0010030587440274632 -0.0011181914050591626 -0.00081273730970203855 0.001010610537821153
leaf_weight=0.0013576929971508269 0.0011658941792802571 0.0014642912900115759 0.0022502286499916915 0.0011647443947380145 0.0010699890849246154 0.0014056328911728469 0.0014736622570801208 0.0012274158645269031 0.0020165629734201209 0.0010344322037241227 0.0015886102680520145 0.0016857104060306596 0.0010655995608246363 0.0018846171921254031 0.0028849330111424534 0.0010270735843911361 0.0010986307233906692 0.0019652593993875192 0.0012700997313004336 0.0010447822874990282 0.0020163074006545037 0.0017951885910907342 0.0011118154312725883 0.0022387229790323772 0.0037158412786162378 0.0081768972920608571 0.0013812309878670223 0.0012053006673689035 0.0032892583268155908 0.0027839627504651077
leaf_count=197 15 492 118 39 150 270 117 62 59 24 129 143 32 46 130 103 7 67 25 67 306 97 21 196 106 540 47 39 162 104
internal_value=0 -1.10458e-05 -4.02635e-05 7.8277e-06 3.6539e-05 6.36531e-05 9.45225e-05 0.000126315 0.000154849 0.000185782 0.000225558 0.000181689 0.000220159 0.000188279 0.000254355 0.000197734 0.000248435 0.000352297 -0.000261392 0.000280824 0.000233306 0.000306522 -0.000632145 0.00039669 0.00033176 0.000201591 -1.70972e-06 -0.00014963 -0.000560394 0.000637256
internal_weight=0 0.0575027 0.0563368 0.0540866 0.0529218 0.0518518 0.0504462 0.0489725 0.0477451 0.0462808 0.0441346 0.042546 0.0405294 0.0394638 0.0375792 0.0346943 0.0330086 0.0274221 0.00558643 0.0254569 0.0243582 0.0233135 0.00214625 0.0212971 0.019502 0.0157861 0.0107634 0.0093822 0.00431633 0.00502269
internal_count=3910 3713 3698 3580 3541 3391 3121 3004 2942 2450 2405 2276 2217 2185 2139 2009 1866 1576 290 1509 1502 1435 45 1129 1032 926 626 579 265 300
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=45 156 14 156 4 403 403 480 1456 11 1374 48 13 16 13 1132 51 52 1 0 2 1 3 12 3 0 131 0 48 0
split_gain=0.00106167 0.00101178 0.00101741 0.000624469 0.000657272 0.00062195 0.000630285 0.000558291 0.000551076 0.000838032 0.000576389 0.00056634 0.000564724 0.00050442 0.000622742 0.000493459 0.000539147 0.000513519 0.000808274 0.000922138 0.000491132 0.000672986 0.000599936 0.000480969 0.000388518 0.000374657 0.000372259 0.000343803 0.000265621 0.000236526
threshold=-0.080134999999999984 -1.0000000180025095e-35 0.077685000000000018 0.11896500000000002 0.50657000000000008 0.10020000000000001 -0.092224999999999988 0.08456000000000001 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 0.11521500000000003 -0.5337599999999999 -0.38486499999999996 -0.10241499999999999 -1.0000000180025095e-35 0.11463000000000002 0.10062000000000001 1.0000000180025095e-35 -0.089879999999999974 1.0000000180025095e-35 0.095155000000000017 0.082730000000000012 0.092150000000000024 -1.0000000180025095e-35 -0.032484999999999993 0.077860000000000013 -0.23029999999999998 -0.064549999999999982 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -14 -15 17 18 19 -17 21 -20 -22 25 26 -21 29 -24 -16 -23
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 11 -13 13 15 28 16 -18 -19 20 23 22 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013462812082330117 -0.001346011879327807 -0.0010080081732424624 -0.0010728968182792255 -0.0009150326780127889 0.00094568748781841236 -0.0010092423646582214 -0.00062687832539764501 -0.00090211856968234951 -0.0005583939586014683 -0.00074478082550430771 -0.00072591208162469301 0.00074326377145704752 0.00049921247571702379 -0.00060899777689073697 -4.9098221037137102e-06 -0.00091350918269064252 -0.00056482264988662323 0.00080128221473455539 -0.00074524870168776248 0.00032488598868430507 0.0012054336417073026 0.0003191643110690397 0.00084958259735756607 0.00065608829289383135 0.0010676758003344998 -0.00048802502039882304 0.00074683448236692932 -8.6915261585541264e-05 -0.00083331105721177513 -0.00049595264898110098
leaf_weight=0.0010048321460089929 0.0010696042607315484 0.0010242856925772861 0.0016158098615035579 0.0012772980984863116 0.0014042960503248816 0.001057818686740263 0.0018793300082144962 0.0010641713407182332 0.0019017701191117444 0.0019346452710209397 0.0012838512273134475 0.0031897466222401407 0.0014720277813120575 0.0011419583461140794 0.0010463385637322631 0.0018206059322092702 0.0012546176792254107 0.0037034752724596212 0.0010816461706972813 0.0019357578571026343 0.0028293010643114513 0.0012714021220290306 0.0012854369571186908 0.0023539876596438969 0.0012736991208157633 0.0021879603140746839 0.0015116193544031375 0.0015867714579727021 0.0021256694411753039 0.001308738737485271
leaf_count=15 197 444 118 119 195 263 291 158 66 59 18 122 44 12 58 163 69 204 214 418 111 13 26 131 18 29 38 95 111 91
internal_value=0 -5.10654e-05 -2.26966e-05 1.32489e-05 3.90636e-05 1.04702e-05 3.5285e-05 6.04621e-05 8.52167e-05 0.000119096 0.000163585 0.000202084 0.000148928 0.000184937 -0.000224293 0.000256526 0.000295432 0.000340122 0.000256594 -6.71938e-05 0.000477762 0.00022327 0.000765535 0.000170669 0.000418518 -0.000106428 0.000216446 0.000332208 -0.000560049 -9.42919e-05
internal_weight=0 0.0498936 0.048824 0.0472082 0.0459309 0.0445266 0.0434688 0.0424445 0.0413804 0.039501 0.0375664 0.0356646 0.0324749 0.031191 0.00464404 0.026547 0.025405 0.0241504 0.0204469 0.00829831 0.0121486 0.00644711 0.00570151 0.00647771 0.00536546 0.00412372 0.00409176 0.00287221 0.00317201 0.00258014
internal_count=3910 3895 3698 3580 3461 3266 3003 2559 2401 2110 2051 1985 1863 1845 213 1632 1620 1551 1347 741 606 374 232 578 160 447 142 121 169 104
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=45 14 151 1429 4 15 3 403 1374 403 159 374 155 49 42 123 457 1374 50 15 1 42 376 12 43 50 15 52 15 42
split_gain=0.00133863 0.00150814 0.00093057 0.000781843 0.000895057 0.00113432 0.00109552 0.000815451 0.000774512 0.000745605 0.000720248 0.000711919 0.000694472 0.000748301 0.000982302 0.000843222 0.000828117 0.00073832 0.000770076 0.00120397 0.000600364 0.00113204 0.000709152 0.000746673 0.000685799 0.000588228 0.000706571 0.0005723 0.00059972 0.000424813
threshold=-0.080134999999999984 0.077685000000000018 -0.52174999999999983 -1.0000000180025095e-35 0.27020000000000005 -0.14097499999999996 0.30601500000000009 -0.088854999999999976 0.086000000000000007 0.096520000000000009 0.10856 0.086350000000000024 0.088505000000000014 -0.084114999999999981 0.090930000000000011 0.092740000000000017 -1.0000000180025095e-35 -0.049459999999999997 0.086465000000000014 -0.074174999999999977 0.10752500000000002 -0.09361499999999999 0.048695000000000009 0.098595000000000016 -0.18906999999999999 0.11581000000000001 -0.22917999999999997 0.092885000000000009 -0.10192499999999999 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 12 13 14 16 17 -9 -15 20 -20 21 -19 23 24 -23 26 -6 28 -26 -30
right_child=1 -3 3 4 25 6 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 18 19 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0013733939732397638 -0.0012840289573067456 -0.0011721245275394989 -0.00088732480376991791 -0.00089968182461040529 0.0011549478215651502 -0.0010724668546424729 0.0013729380766453131 0.00050512754509601159 -0.0010883072278273921 -0.001057977992843286 -0.00098228688665970287 -0.00099997658781758743 -0.00088918005449922202 -0.00049208164731291823 0.00082884362185902251 -0.00084695892835141547 -0.00089091701545612127 -0.0010438538278236781 0.0006632476854617742 -0.0012810086123621915 0.00086864683630454281 0.0011444927208056506 0.0013139739875882009 -0.00056785625246495383 -0.00050030912241686972 -0.00049102193655640005 0.00024448667509013595 -0.00026608065695515697 0.00068882826924238701 -8.5510849559468062e-05
leaf_weight=0.001276246946417813 0.0010524405634555469 0.0021659712479573648 0.001738494452159677 0.0026248308693210256 0.0028203290834931671 0.0013091228610864194 0.0011147289188961898 0.0010438642067072124 0.0011396245385757444 0.00109548605243348 0.0011459109454219343 0.0010366144189219986 0.0011664739895156364 0.0019724392768800661 0.0012081608333573968 0.0012176280521032359 0.003439879740082751 0.0010532965291048515 0.0011367486613016453 0.0012720206258243208 0.0051155861752558698 0.0021757889868680947 0.0015317660385036893 0.0015558733916247727 0.0011175315367459833 0.0010062821542646816 0.003732808469470327 0.0025904359403244861 0.0081276237400020983 0.0015978508645109199
leaf_count=15 64 122 180 159 256 457 70 14 75 252 152 15 121 50 34 37 118 137 151 243 80 21 34 94 30 20 160 208 317 224
internal_value=0 -4.76681e-05 -5.04373e-06 1.89556e-05 4.79455e-05 -2.287e-05 2.92416e-05 -5.55202e-06 2.79099e-05 5.92409e-05 9.02214e-05 0.00012226 0.000153429 0.000187066 -0.000269855 0.000272435 -0.000565903 0.000319039 0.000377697 -0.000363473 0.000449495 0.000340929 0.000418941 0.000339071 0.00042947 0.000486261 0.00063633 0.00031366 0.000452162 0.000561608
internal_weight=0 0.0593056 0.0571396 0.0560872 0.0543487 0.0467893 0.0441645 0.0430497 0.0417406 0.040601 0.0395055 0.0383596 0.037323 0.0361565 0.0056919 0.0304646 0.00448374 0.029247 0.0272745 0.00240877 0.0248658 0.0197502 0.0186969 0.0171651 0.0156092 0.00755942 0.00655314 0.0134334 0.010843 0.00972547
internal_count=3910 3895 3773 3709 3529 3093 2934 2864 2407 2332 2080 1928 1913 1792 166 1626 132 1589 1539 394 1145 1065 928 894 800 436 416 779 571 541
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=146 45 31 14 1429 1374 2 2 484 0 403 42 1374 0 42 484 129 124 151 4 40 0 12 42 15 13 1 0 46 11
split_gain=0.00082714 0.00107586 0.000759609 0.00062159 0.000641023 0.000574087 0.000651681 0.000670007 0.000599981 0.000592767 0.000573626 0.000563487 0.000532258 0.000608462 0.000548778 0.000555403 0.000529187 0.000510614 0.000672585 0.000829075 0.000855277 0.00086118 0.000723438 0.000618923 0.00045377 0.000643009 0.000363557 0.00156825 0.000362034 0.000554159
threshold=0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 0.090240000000000015 0.10910500000000002 0.11230000000000001 -0.067754999999999996 -0.22851499999999997 -0.088854999999999976 0.10269500000000001 -0.094679999999999986 -0.23029999999999998 0.098285000000000011 0.085515000000000022 0.08326500000000002 -0.073304999999999995 -0.084084999999999979 0.17888000000000001 -1.0000000180025095e-35 -0.089879999999999974 0.095295000000000019 0.083610000000000004 -0.016339999999999997 -0.079834999999999975 0.084795000000000023 0.10302000000000001 0.092020000000000005 0.082245000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -8 -6 -9 -10 12 -12 -14 15 16 17 -15 -19 20 -20 -22 24 -21 -23 -26 27 -11 29 -28
right_child=-2 2 3 -5 5 -7 7 9 10 26 11 -13 13 14 -16 -17 -18 18 19 23 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0015161003412395289 -0.0013817069748755361 0.00090636930158650487 -0.0010977630239473644 -0.0011274899646633808 -0.001205082749859843 -0.0011370807364993591 0.001258670077400966 -0.00065230435176700402 -0.0011614295566476538 -0.0015158472730434419 -0.00089183089688961849 -0.00087878498794443261 0.00089388660805171292 0.00071002506176471756 0.0010955050525006931 0.00070593654052339113 -0.0011649117087937132 -0.0010318661372470113 -0.0015008424650083581 0.0011786288807241994 -0.00086697870822093222 0.00085804947780166591 -0.00067203588696586021 -0.00018407161711353546 0.00085435427805177322 -0.00049724759400097897 0.00099975769654362702 0.00091535883350431018 -0.00018383258364108572 -0.00023745362235663952
leaf_weight=0.0010651553573666197 0.0010019942737926604 0.0019311635079541914 0.001265169388465214 0.0012292414467718329 0.0010784391715604738 0.0010011016901536598 0.0015390597780085011 0.0016293465751147105 0.0010345352971773405 0.0010811508933001868 0.0013290621736921074 0.001620775860622369 0.0020018508615748829 0.0018240692083626433 0.0010434952319391391 0.0021237415914985283 0.0010352441965639217 0.0017212258166763297 0.001085248623667213 0.0019710643947519211 0.0024878915747050681 0.0027779034936008468 0.0018716762131543163 0.0012522588894183784 0.001329053486588177 0.0020653758843974055 0.0038103304826815343 0.0013975327771635904 0.0012529166933745728 0.0010640380531867777
leaf_count=28 11 113 178 129 358 62 78 39 417 187 56 153 37 85 38 216 160 99 20 52 202 105 132 37 236 296 293 22 26 45
internal_value=0 9.77695e-06 -2.44671e-05 -6.44823e-05 -3.45765e-05 -2.87339e-06 2.4535e-05 0.000326229 -9.52596e-05 0.00018602 -5.33733e-05 -1.17493e-05 4.24681e-05 9.29658e-05 2.19853e-05 -3.00094e-05 -0.000110487 -5.11158e-05 -0.000134946 -3.09198e-05 -0.000219633 -8.76124e-05 0.000153434 0.000649221 0.000403747 3.1958e-05 0.000344738 -0.000145083 0.000542887 0.000729684
internal_weight=0 0.0479191 0.046854 0.0449228 0.0436936 0.0424284 0.0414273 0.0117744 0.0296529 0.0102353 0.0285745 0.0275399 0.0259192 0.0245901 0.0225882 0.0215448 0.019421 0.0183858 0.0165617 0.0148405 0.0116171 0.0105319 0.00804401 0.00322332 0.00617233 0.00339443 0.00860597 0.00247868 0.00612729 0.00487437
internal_count=3910 3899 3871 3758 3629 3451 3389 690 2699 612 2341 1924 1771 1715 1678 1640 1424 1264 1179 1080 991 971 769 89 637 532 573 209 364 338
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=18
num_cat=0
split_feature=1 49 49 47 11 12 12 15 132 457 160 474 52 13 4 4 15
split_gain=0.000117721 0.00024182 0.000248927 0.000303865 0.00019673 0.000210758 0.000208727 0.000237077 0.00021733 0.000247354 0.000206283 0.000311425 0.000246605 0.000309036 0.000243412 0.000219073 0.000124548
threshold=0.11561500000000001 -0.029304999999999998 0.11017000000000002 0.11170500000000001 0.081005000000000008 0.098845000000000016 0.093125000000000013 0.079360000000000014 0.080815000000000012 -0.0034949999999999994 -1.0000000180025095e-35 0.080165000000000014 0.10062000000000001 0.0099250000000000015 -0.043059999999999994 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 9 -1 11 -11 13 14 -12 -16 -17
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 12 -13 -14 -15 15 16 -18
leaf_value=-0.001831678519717459 0.0019145430455826792 -0.0015837531408588029 0.001592124620453602 0.0006707053293931258 -0.0016400438028062209 -0.001478161290827762 0.0013517383692409539 -0.0015778587374720876 0.0017380508726927279 -0.0022494688258054871 0.0021298834126707673 0.00042916708417298319 0.002191158242940259 -0.001672272550741132 -0.0010243178580941169 5.3640172231725275e-05 0.0017631533523939659
leaf_weight=0.0011377381513619231 0.0013849440160864646 0.001892027490512648 0.0012273426325821735 0.001866522937561399 0.0013366851532859983 0.0015116505762579327 0.0017766129155464263 0.0015041767750219601 0.001139845933367579 0.0012808843271118761 0.0012027616896341797 0.0014592650762866866 0.0010890246120888736 0.0011934043484155832 0.0016486646515702086 0.0015188784133748356 0.0011981358239286366
leaf_count=245 120 281 87 63 188 416 389 933 118 263 77 182 35 62 250 104 97
internal_value=0 0.000449078 4.20115e-05 -0.000464173 -0.000173651 -6.26658e-05 6.98305e-05 -8.86256e-05 8.54469e-05 -7.51595e-05 0.000113534 -0.000822963 0.000440395 0.000158427 0.000550775 0.000115724 0.000807493
internal_weight=0 0.00637084 0.00498589 0.00375855 0.0189977 0.017661 0.0161494 0.0143728 0.0128686 0.0117288 0.010591 0.00274015 0.00785087 0.00676184 0.00556844 0.00436568 0.00271701
internal_count=3910 551 431 344 3359 3171 2755 2366 1433 1315 1070 445 625 590 528 451 201
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=19
num_cat=0
split_feature=4 160 124 4 123 484 1 2 2 3 3 150 15 43 16 16 15 1
split_gain=0.000131504 0.000171728 0.00018793 0.00025593 0.000201267 0.000272986 0.000262226 0.000285007 0.000220521 0.000367731 0.000245148 0.000277604 0.000180861 0.000194901 0.000159943 0.000268622 0.000175405 0.000141579
threshold=0.50657000000000008 -0.217635 0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 0.13662500000000002 -0.048654999999999997 0.11203000000000002 -0.11266 0.11265500000000002 0.090480000000000019 0.079360000000000014 -0.092084999999999986 -0.035699999999999989 0.25185000000000007 -0.09547499999999999 0.11235500000000002
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 -5 7 -7 10 -10 11 12 13 -9 16 -16 -15 -11
right_child=-2 2 -4 4 -6 6 -8 8 9 17 -12 -13 -14 14 15 -17 -18 -19
leaf_value=-0.0016802640720078226 0.0015659061953810962 -0.0020523270156471139 0.0017879447965271035 -0.0021556003943728102 0.0014637299701267745 -0.0021568807625444758 0.0020235384135234816 -0.0010047913090240155 0.0012370333142893428 -0.0033305863731881075 0.0021985715129862653 -0.0018683836500154427 -0.00086153171014596798 0.0011723641929164896 0.0028937366928220012 0.0001807901368592218 -0.0012211377777368864 -0.00095043320465413748
leaf_weight=0.0013251693919540388 0.0010415926439164549 0.0012954710324581909 0.0011646053478129295 0.001258850013814177 0.0018581240788356759 0.0013054048294547293 0.0012807159566445838 0.0011130144423576183 0.0010107971738477772 0.0010128295525206896 0.0013251792894806167 0.0012776150578437404 0.0018499424644882745 0.0016693334467174775 0.001837311169969668 0.0012869926761481798 0.0010246419240425297 0.0010612802737721694
leaf_count=376 213 162 38 562 208 88 87 137 53 180 45 145 1012 148 173 142 71 70
internal_value=0 -8.69475e-05 6.34542e-06 -9.03058e-05 3.56975e-05 -0.00010919 4.18571e-05 -0.000119035 6.48217e-05 -0.00101514 0.000357475 0.000114924 0.000403483 0.000741111 0.0010751 0.00177619 0.000262006 -0.00211271
internal_weight=0 0.0239573 0.0226321 0.0214675 0.020172 0.0183139 0.0170551 0.0157743 0.0144689 0.00308491 0.011384 0.0100589 0.00878124 0.00693129 0.00581828 0.0031243 0.00269398 0.00207411
internal_count=3910 3697 3321 3283 3121 2913 2351 2264 2176 303 1873 1828 1683 671 534 315 219 250
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=4 480 31 52 1373 403 375 124 150 1455 1 1374 4 457 42 43 0 1 1 47 16 49 474 13 484 1 4 52 42 15
split_gain=0.00100731 0.000878527 0.000706478 0.00063995 0.000623022 0.000622074 0.000654548 0.000954698 0.000597578 0.000740847 0.000653826 0.000722185 0.000691139 0.000635228 0.00056226 0.000786023 0.000875688 0.000734243 0.000552867 0.000609916 0.000632866 0.000577709 0.000534733 0.000697583 0.000661533 0.000999508 0.000510313 0.000410056 0.000365147 0.000335064
threshold=0.51224500000000017 0.086640000000000009 -1.0000000180025095e-35 -0.42985499999999993 0.099250000000000019 0.10020000000000001 -0.40343999999999997 0.11158000000000001 0.082085000000000019 1.0000000180025095e-35 0.085835000000000009 -0.094679999999999986 0.40812500000000007 0.084715000000000013 -0.10770999999999999 -0.074254999999999988 -0.070894999999999986 0.099595000000000017 0.13213500000000003 0.077735000000000012 0.22945500000000005 0.10251500000000001 0.085165000000000018 -0.26418499999999995 0.081525000000000014 0.10521500000000002 -0.078094999999999984 0.082665000000000002 0.084100000000000022 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 14 13 -12 29 -10 -8 16 17 28 19 20 22 -21 23 -17 25 26 27 -25 -16 -13
right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 11 12 -14 -15 15 18 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007554325784951783 0.0011479260127600602 -0.0013230017391297093 -0.0011346420609018748 -0.0013502276439525606 -0.0013866525846979619 -0.0012759239227994642 -0.0010402492485640301 0.0010854976276761488 -0.0013995802750908007 -0.0015158669168953288 -0.00055514858278931246 0.0015133505706021164 -0.00025742592166375712 0.00019735044571629371 -0.00026283435283639192 0.00063896540317665191 0.00062134712506738089 0.00036565767841066204 0.00040666050802124637 -0.0013516780017546364 -0.0012873271147211614 -0.00021211875249753769 0.00072730012171378137 0.00033079621900283481 -0.00138203464452967 0.00082104797647926018 -0.0010473060590497991 -0.0008199070831864969 -0.0013464316237001318 0.00061662680092735428
leaf_weight=0.0016012485680274571 0.0011734816241983905 0.001765730024058775 0.001881053390611064 0.0010656842103742284 0.0010508642684516891 0.0012154074113518978 0.0019182446413896761 0.0013955680058241873 0.001097128274128778 0.0010918311025466245 0.0015643107634986109 0.001446069901131608 0.001565204779383933 0.0011963021637910742 0.0014646171680328113 0.0015588421815095907 0.0047700507291903449 0.0022523596253338773 0.0018879570896843658 0.0028406735683802467 0.0013115290539413857 0.0015965390962833226 0.0013313876915490583 0.0017671286952580722 0.0014883811673163105 0.0015161329886836938 0.0026615414317519093 0.0011910424805533504 0.0013949814691760487 0.0028326038349177907
leaf_count=74 168 238 341 10 29 246 155 25 96 211 26 37 48 50 230 27 109 72 78 128 65 42 40 182 64 45 390 279 247 158
internal_value=0 -0.00027225 -0.00023511 -0.000267912 -0.00023283 -0.000206135 -0.000176722 -0.000147733 -0.000188961 -0.000288749 0.000140625 0.000359564 0.000604418 -0.000566587 -0.000245462 -0.00019295 0.000154245 -0.000281615 -0.000372102 -0.00045727 -0.000289694 -0.000941657 -0.000176061 -0.000294171 -0.000462837 -0.000271112 -0.000565764 -0.000132509 -0.000791439 0.000919694
internal_weight=0 0.0517204 0.0499547 0.0483534 0.0464724 0.0454215 0.0442061 0.0431404 0.0417449 0.0320432 0.00970162 0.00740819 0.00584388 0.00229343 0.0309514 0.0290332 0.00988201 0.00511196 0.0191512 0.0172632 0.012826 0.00443721 0.0115145 0.0101831 0.00862423 0.00713585 0.00561971 0.00295817 0.0028596 0.00427867
internal_count=3910 3742 3504 3430 3089 3060 2814 2804 2779 2364 415 269 243 146 2153 1998 658 549 1340 1262 1092 170 1027 987 960 896 851 461 477 195
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=19
num_cat=0
split_feature=51 1 14 376 147 11 3 15 2 0 133 52 13 151 0 1 1 0
split_gain=0.000275012 0.000265446 0.000231427 0.00015612 0.000172177 0.000161406 0.00032476 0.0003979 0.000233244 0.000210669 0.000186276 0.000180491 0.000264932 0.000359093 0.000133376 0.000135063 0.00010826 2.97901e-05
threshold=-0.40274499999999996 0.13662500000000002 0.054835000000000009 0.048375000000000008 0.089245000000000005 0.08776500000000001 -0.100615 -0.0058549999999999991 0.10274500000000002 -0.06340999999999998 -1.0000000180025095e-35 0.084890000000000007 -0.083514999999999992 -0.0088999999999999982 -0.230625 0.088135000000000005 0.083930000000000018 -0.032484999999999993
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 -9 10 -8 12 16 -14 -15 -16 -12 -3
right_child=1 17 -4 -5 -6 -7 9 8 -10 -11 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0024961463487884932 0.0032555373774572757 0.0011681920413236901 -0.0023380466110707199 0.0014031991666496474 0.0016789067789261358 -0.0020073569267435895 -0.0022201583453500167 -0.00091787739157256462 0.0018824074493724282 -0.0020878191377279127 0.00072919055471838332 -0.0014146958819165529 -0.0022127965630886108 0.0019323186800381219 0.001170090142887331 -0.00092330742933246167 0.0028321738884561384 0.0023466015569036749
leaf_weight=0.0010141612449320317 0.0013174350962615877 0.0010031793697465874 0.0010117102945000336 0.0017662813329986085 0.0011937735629752302 0.001102962167621512 0.001013733451810289 0.0019588244953858613 0.001076306379687253 0.0016784554611186239 0.0013176581128475882 0.0018270453192173195 0.0016258293432100963 0.0010778796960408919 0.0012320374736219369 0.001730966176070714 0.0010097504538683078 0.0010007751632035147
leaf_count=145 114 144 134 163 134 111 859 143 43 281 312 516 120 26 260 234 104 67
internal_value=0 7.30889e-05 -8.06832e-05 2.84383e-05 -9.82777e-05 -0.000216346 -9.92212e-05 0.00103779 7.51488e-05 -0.000494712 -0.00024792 -4.43473e-05 0.000268844 -0.000294958 0.000476675 -5.28582e-05 0.00164157 0.00175669
internal_weight=0 0.0239446 0.0219406 0.0209289 0.0191627 0.0179689 0.0168659 0.00435257 0.00303513 0.0125134 0.0108349 0.00982117 0.00799412 0.00566671 0.00404088 0.002963 0.00232741 0.00200395
internal_count=3910 3765 3554 3420 3257 3123 3012 300 186 2712 2431 1572 1056 640 520 494 416 211
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=31
num_cat=0
split_feature=52 403 1456 151 49 31 13 43 52 0 1 4 15 51 51 151 39 1 457 2 4 1 3 151 3 2 3 1 1 52
split_gain=0.000717807 0.000527922 0.00053859 0.000537397 0.00054242 0.000447807 0.000380409 0.000944978 0.00113244 0.00070044 0.000614956 0.000496788 0.000489593 0.00048296 0.000537233 0.000549335 0.000545705 0.000639188 0.000574277 0.000439088 0.000407982 0.000446327 0.000462709 0.000458234 0.00024538 0.000400824 0.000258052 0.000201056 0.000138458 0.000203673
threshold=-0.42985499999999993 -0.088854999999999976 -1.0000000180025095e-35 -0.40391999999999995 0.13906000000000002 -1.0000000180025095e-35 -0.00059999999999999995 0.25671000000000005 0.11588000000000002 -0.073129999999999987 0.11368000000000002 -0.080874999999999989 -0.033649999999999992 0.12342500000000002 0.094915000000000013 0.13340000000000005 0.12239000000000001 0.13429500000000003 -0.0015249999999999997 0.091250000000000012 0.25367000000000006 0.09112000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10140999999999999 0.10457000000000001 -0.021064999999999997 0.11235500000000002 0.085990000000000011 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 9 10 11 -7 19 14 15 16 17 18 -8 -13 21 23 -23 -20 25 -25 -26 -22 29 -11
right_child=1 2 3 4 -6 6 13 -9 -10 28 -12 12 -14 -15 -16 -17 -18 -19 20 -21 27 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0010893188228671439 -0.0010038591712122518 -0.00079452719157266632 -0.00095568785565662453 0.00085908774724074608 0.00098624175150567334 0.00089737685082441556 -0.0011461380311407455 -0.0010078727571349718 -0.00075766178763683495 0.00036590322133029377 0.0010821391976751932 -0.00041938937479721349 -0.00092880400434301432 -0.00093347591191455127 0.00094194874168671428 0.00093405221622993966 0.00088703585815470679 -0.001356382299391659 0.00075320997919325406 0.00079063918845404554 3.3942522048766068e-05 -0.00011432361385225894 -0.0014167899767055568 -0.0012541971658990773 0.00060628415261543571 6.886288471502641e-05 -0.00033492982483469835 0.00085627694169031069 0.0012271637675101115 0.0012112806602943727
leaf_weight=0.0014277712216250729 0.0011598714623720632 0.0017256155085202387 0.0011353854560915968 0.0015581349460758167 0.0015312593983178848 0.0010482883881582604 0.0012553434808086914 0.0013378231230096746 0.0019027739463215463 0.0015935156689745912 0.0014120171423517291 0.001543717166318178 0.0016116077475384384 0.0015265355060884991 0.0011827087890197143 0.0010664356955487611 0.001003948830394564 0.0011422639434175439 0.0014042036904804442 0.0012443950523963743 0.0013667515398161365 0.0012519081084185757 0.0012547235396027645 0.0010955496171352061 0.0011735901319327733 0.0010120684864318719 0.0015573078495263433 0.0013655991050498528 0.0021714975848432516 0.0011114588728062813
leaf_count=353 502 319 69 111 61 266 46 144 283 82 108 190 367 53 39 15 22 34 46 128 55 62 36 66 153 15 69 41 142 33
internal_value=0 4.08537e-06 3.36179e-05 7.1363e-05 0.000103115 6.46909e-05 2.78917e-05 0.000207812 0.000327054 0.000502913 0.000190712 -4.03283e-05 -0.000263748 -0.000116526 -4.3734e-05 -0.000116825 -0.000192124 -0.000270184 -0.000172773 0.000120673 -6.63509e-05 -0.000226022 -0.000766288 -9.08911e-06 -0.000230319 -0.00061887 6.95523e-05 0.000444936 0.000942104 0.000713264
internal_weight=0 0.0407463 0.0395864 0.0378608 0.0367254 0.0351942 0.033636 0.0149771 0.0136393 0.0117365 0.00686003 0.00544801 0.00439972 0.0186589 0.0171324 0.0159497 0.0148833 0.0138793 0.012737 0.00278811 0.0114817 0.00874935 0.00250663 0.00624272 0.00483852 0.00210762 0.0027309 0.00273235 0.00487647 0.00270497
internal_count=3910 3557 3055 2736 2667 2606 2495 1743 1599 1316 1059 951 685 752 699 660 645 623 589 318 543 447 98 349 303 81 222 96 257 115
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=52 403 158 31 1132 1 13 13 49 16 0 132 47 43 16 0 3 2 457 160 4 4 42 15 12 4 13 15 0 15
split_gain=0.00066001 0.000495028 0.000450863 0.000547288 0.000412057 0.000523014 0.000650694 0.000562591 0.00067176 0.000755747 0.000420278 0.000608996 0.000561679 0.000520197 0.000442685 0.000429408 0.000411545 0.00102982 0.00053731 0.000641888 0.000428814 0.000559829 0.000384502 0.000518549 0.000480437 0.000531707 0.000366717 0.000228696 0.000219814 0.000196983
threshold=-0.42985499999999993 -0.088854999999999976 0.10858500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11561500000000001 -0.060719999999999989 0.23436000000000004 0.14121000000000003 -0.40374499999999997 -0.070894999999999986 0.080815000000000012 0.086425000000000016 -0.089949999999999988 0.050115000000000007 -0.11524 0.099570000000000006 0.113945 -0.0015249999999999997 -1.0000000180025095e-35 -0.0017649999999999999 0.0057500000000000008 -0.034284999999999989 -0.03231499999999999 0.088325000000000015 -0.23071499999999998 0.091035000000000019 0.05377500000000001 -0.15137999999999999 -0.069904999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 29 8 9 -8 12 22 13 -6 16 -14 18 -18 -15 -20 27 -22 -12 -24 26 -26 -25 -21 -23 -7
right_child=1 2 -4 4 5 6 7 -9 -10 -11 11 -13 15 14 -16 -17 17 -19 19 20 21 28 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0010071758935327546 -0.00095782141686882199 0.00092996673239226734 -0.00088520460742351026 -0.00078431100308614223 -0.00090712515515140567 0.00063446643215544335 0.00044026767127101972 0.00085121937284436851 0.00087163999561211815 -0.0010256387031083634 -0.00075117183700612773 0.0010895880561876451 -0.00029548472069130361 -0.0010068152478635425 -0.00084549723073977468 -0.0014852429602983865 0.0012788746768109117 -0.00033910210179052439 -0.00076404183380825142 0.001167588125167048 -0.00081872983869746264 0.00087203672482561681 0.00094627204003390681 -0.00085884767873109654 -0.00012269528850858503 0.0010284738313476132 0.0001761254886773737 0.00027073387406032645 -3.0950742801628054e-05 0.0014283369070590671
leaf_weight=0.0014801416596805774 0.0011544283639658417 0.0015186541713587678 0.001159134831762886 0.0013553827074517235 0.0014985693641588202 0.0017889008516993599 0.0012042962997331763 0.0015591020900611596 0.001017489946917749 0.0021870319383801018 0.0011693906714942423 0.0014218099979856911 0.0015564368772658099 0.0011756095706529921 0.0012043303691027249 0.0011760894091344112 0.0018787549552037328 0.0016158473747793778 0.0016159132488020615 0.0013759338792091996 0.0013044261451022254 0.0011187729961505966 0.001511325327489323 0.0018777735672443948 0.0021584388147912748 0.001503012314762131 0.0012655191821977496 0.0011548579140560067 0.0012723525813385095 0.0011238181850306006
leaf_count=353 502 109 193 28 265 163 33 41 28 80 51 48 56 151 111 157 53 39 374 78 73 22 72 84 37 52 9 497 105 46
internal_value=0 2.10686e-06 2.86378e-05 5.47217e-05 2.07193e-05 4.96342e-05 0.000364987 8.39708e-05 -0.000187353 -0.00050508 -4.74208e-05 0.000182635 -0.00018723 -7.58246e-05 1.49956e-05 -0.000807561 9.78184e-05 0.000530748 -6.99506e-05 7.0492e-05 0.000287077 -3.56487e-05 4.66882e-05 0.000158882 -1.59966e-05 0.000349855 -0.000442158 0.000758333 0.000391544 0.000940767
internal_weight=0 0.0429234 0.041769 0.0406098 0.0390912 0.0377358 0.00888064 0.00596792 0.00440882 0.00339133 0.0288552 0.0109073 0.0179479 0.0152154 0.0137168 0.00273253 0.0125125 0.0034946 0.00901787 0.00784226 0.00622634 0.00369555 0.00948546 0.00831607 0.00680474 0.00366145 0.00314329 0.00253079 0.00239113 0.00291272
internal_count=3910 3557 3055 2862 2753 2725 391 182 141 113 2334 353 1981 1768 1503 213 1392 92 1300 1149 775 200 305 254 182 89 93 575 127 209
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=481 46 14 1429 1374 403 403 151 4 38 1374 1456 11 1132 43 376 1 0 106 39 0 15 1 3 47 14 4 4 0 4
split_gain=0.000805856 0.00072025 0.000981156 0.000678905 0.000702445 0.000678435 0.000683708 0.000659882 0.000625316 0.000625931 0.000537292 0.000571434 0.000673272 0.000617255 0.000598091 0.000600599 0.000614595 0.00112505 0.000741288 0.000595285 0.00058411 0.000986433 0.000524145 0.000826889 0.000501855 0.000485511 0.00044011 0.000410014 0.000475187 0.000315192
threshold=1.0000000180025095e-35 -0.046924999999999994 0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 0.096520000000000009 -0.088854999999999976 -0.40391999999999995 0.41315500000000005 0.10386000000000002 -0.094679999999999986 -1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 0.24789500000000006 0.088655000000000025 1.0000000180025095e-35 -0.089879999999999974 0.087515000000000009 0.084155000000000021 -0.10575999999999998 0.041585000000000004 0.13084000000000004 -0.12008499999999998 0.09585500000000001 -0.46879999999999994 -0.49837999999999999 -0.41745999999999994 0.12500000000000003 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -9 -12 13 -13 15 16 17 -15 19 20 24 22 23 -22 -18 -10 -19 -28 29 -29
right_child=-2 2 -4 4 -6 -7 7 8 25 -11 11 12 -14 14 -16 -17 18 26 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011664033887077677 -0.0011220044233366442 -0.00094179280475890621 -0.0010959917575462843 -0.00084248328907700137 -0.0010527558153926408 -0.00096891893902917932 -0.00085181377898919453 -0.00059363498564049316 -0.00010730212020691136 -0.0007938921568547329 -0.00062915313040020997 -0.00069570879473080391 -0.00072491288144472415 -0.00077892266029232432 -0.00068962464661446988 0.0014007969119246798 0.00093795846144501048 -0.00052541785081238574 -0.00067998548969735637 0.0012752799955240799 0.0012118832578124671 -0.0010883662218158807 0.0011544538433564246 -0.00014273350802883274 -1.0247978351264149e-05 0.0010342699039255858 0.0011711444068469676 0.00090456403397328139 -0.0005463748822332478 0.00018618772863349196
leaf_weight=0.0010310079859792145 0.0012685956291018643 0.0013974566667388491 0.0015966636180759766 0.0014481544268893911 0.0011080736677993022 0.0011871803677777617 0.0012865006561284522 0.0018157430981879932 0.0010087890047927317 0.001435614808658058 0.001600773131960608 0.0012473203069625063 0.0013935631244521565 0.0024768326326785476 0.0011310879489794248 0.0010255775852705531 0.0054067073815300386 0.0011204361000807109 0.0010224753668186528 0.001948326748875572 0.0011518065597897458 0.0010388312280995571 0.0013592709945324799 0.0037950627325140686 0.001372341836997748 0.0026486225323381065 0.0011852470520352524 0.0019127880737250672 0.0011360979785290937 0.0032032686723471567
leaf_count=31 109 174 119 498 63 286 75 51 48 39 295 17 88 218 155 21 134 15 26 111 36 163 25 222 24 229 14 122 16 486
internal_value=0 8.00596e-06 -1.61409e-05 1.98812e-05 4.88031e-05 7.57134e-05 0.00010379 0.000135865 0.00016653 0.000113006 0.00014883 0.000187874 0.000227595 0.000269689 0.000309449 0.000348208 0.000309832 5.22037e-05 0.00047613 0.000549679 0.000449586 0.000176006 0.00038429 0.000172669 0.000746005 0.000719401 0.000292751 0.000416007 0.000272852 0.000454774
internal_weight=0 0.0504916 0.0494606 0.047864 0.0464665 0.0453584 0.0441712 0.0427231 0.0414366 0.0377792 0.0363436 0.0345278 0.032927 0.0315335 0.0302862 0.0291551 0.0281295 0.0110347 0.0170948 0.0160723 0.014124 0.00734497 0.00630614 0.00494687 0.00677905 0.00365741 0.00855784 0.0074374 0.00625215 0.00511606
internal_count=3910 3801 3770 3651 3477 3414 3128 2630 2555 2278 2239 2188 1893 1805 1788 1633 1612 871 741 715 604 446 283 258 158 277 653 638 624 608
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=18
num_cat=0
split_feature=51 124 1 12 48 1 4 42 475 43 42 1 48 0 3 48 0
split_gain=0.000239946 0.000236142 0.000221174 0.000369023 0.000186846 0.000242291 0.000252507 0.000193903 0.000297837 0.000254982 0.000315652 0.00023051 0.000229908 0.000347649 0.000137137 0.000217418 0.00017373
threshold=-0.40274499999999996 0.10385500000000002 0.13662500000000002 0.11655500000000001 0.12649500000000002 0.11368000000000002 0.24280000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 0.060615000000000009 0.10498500000000001 0.086125000000000021 -0.066689999999999985 -0.115685 0.086065000000000016 -0.10071499999999999
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 -2 -9 12 11 14 13 -10 -11 16 -16
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0020629299855547084 -0.001441415336336371 0.0020221725131610259 0.0016059082217173095 -0.0024117286607854456 -0.001722373634136702 -0.00015448058810180377 0.0026489426880905408 -0.0015108879807954828 -0.00068486837735005609 0.0010953883424892998 -0.0020382743872262403 0.0017610464254089297 0.0025505226117688261 0.0020870923013563019 0.00099849048527261971 -0.0017790384121314012 -0.0010957454288636783
leaf_weight=0.0010235875525597118 0.0017414834957720912 0.0010771470170700672 0.0014239393318952178 0.0012414156243958909 0.0011016551829311485 0.0010842795925993789 0.0013020723000428669 0.0019233356980966629 0.0019727771746842759 0.0012536646614226266 0.0013662864871946401 0.0014195564094237056 0.0014001853178507995 0.0014421808599762711 0.0018437048702399927 0.0016102498778938212 0.0012068596099368296
leaf_count=145 890 42 199 133 83 99 142 472 381 56 726 88 172 60 85 64 73
internal_value=0 5.78072e-05 -3.28734e-05 -0.00013938 -2.89403e-06 9.39174e-05 0.00137516 -8.40479e-05 6.90619e-05 0.000293899 -0.000144581 0.000208203 0.00108617 0.000485766 -0.000164501 -0.000503385 0.000169972
internal_weight=0 0.0244108 0.0233336 0.0219097 0.0206683 0.0195666 0.00238635 0.0171803 0.0154388 0.0135155 0.00870032 0.00733404 0.00481514 0.00341496 0.00591448 0.00466081 0.00305056
internal_count=3910 3765 3723 3524 3391 3308 241 3067 2177 1705 1092 366 613 441 278 222 158
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=18
num_cat=0
split_feature=51 39 47 50 1 4 42 124 49 151 1 2 1 133 43 3 16
split_gain=0.000199248 0.000198872 0.000270904 0.000210069 0.000232847 0.000227855 0.000176302 0.000188971 0.000233948 0.000207105 0.000186112 0.000304772 0.00022689 0.000136152 0.000241061 9.38461e-05 4.17605e-05
threshold=-0.40274499999999996 0.11742500000000002 0.11939500000000002 0.10625000000000001 0.11561500000000001 0.18622000000000002 -1.0000000180025095e-35 -0.027784999999999997 -0.091004999999999989 -0.084129999999999996 0.094695000000000015 0.083585000000000007 0.10915500000000002 0.086975000000000011 -0.083899999999999988 -0.018854999999999997 -0.085924999999999987
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 -2 -8 -9 -10 11 -11 16 14 -13 -16 -12
right_child=1 -3 -4 -5 5 -7 7 8 9 10 12 13 -14 -15 15 -17 -18
leaf_value=-0.0020170389494068284 -0.0013582788248913146 0.0020269886114007651 -0.0019787476278932685 -0.0019084970960916898 -0.00014155524496047394 0.0023868527343361224 0.0018776974617748451 -0.0016664119602320634 -0.0013550634268268407 -0.0019452412912880112 0.0015840658928071788 0.0020919189137651255 -8.6555599054773723e-05 -0.00093416693350049939 0.00081643498641311015 -0.00068108252255081833 0.00287537410947594
leaf_weight=0.001001099265386495 0.0017972613165058013 0.001017073294557135 0.0013908503802753094 0.0010337999549928081 0.0012492128968624163 0.0018100554681953485 0.0012081380470507766 0.0015539966236643972 0.0015564712528998168 0.0013489354262751808 0.0010078724223916424 0.0018200760077826672 0.0014730035539827213 0.0012269335902780343 0.0016869509153684369 0.0017871332197847457 0.001071434040067488
leaf_count=145 868 78 108 376 111 237 126 132 206 304 55 92 54 338 398 121 161
internal_value=0 5.63984e-05 -3.06585e-05 9.46e-05 0.000195137 0.00135441 -7.08057e-06 0.000147196 3.33616e-06 0.000203261 0.000415607 2.50808e-05 0.0012808 0.000432656 0.00074942 4.60842e-05 0.00224946
internal_weight=0 0.0240392 0.0230221 0.0216313 0.0205975 0.00305927 0.0175382 0.0157409 0.0145328 0.0129788 0.0114223 0.00787003 0.00355231 0.00652109 0.00529416 0.00347408 0.00207931
internal_count=3910 3765 3687 3579 3203 348 2855 1987 1861 1729 1523 1253 270 949 611 519 216
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=19
num_cat=0
split_feature=4 160 38 124 484 1375 160 49 52 13 49 3 43 156 39 15 15 0
split_gain=0.000127658 0.000173572 0.00019386 0.000311378 0.00020965 0.00017101 0.000146178 0.000232634 0.000406319 0.000409168 0.000343607 0.000273319 0.000260576 0.000187721 0.000131687 0.000123152 0.00022488 0.000162548
threshold=0.50657000000000008 -0.217635 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -1.0000000180025095e-35 0.090735000000000024 -0.029304999999999998 0.10701500000000001 1.0000000180025095e-35 -0.085174999999999987 -0.10942499999999998 0.10440000000000002 0.083950000000000011 0.085330000000000003 -0.07142999999999998 0.041585000000000004 -0.11524
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 14 -5 -6 7 10 9 12 -7 -11 13 15 -3 17 -17 -9
right_child=-2 2 -4 4 5 6 -8 8 -10 11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0017313620561112016 0.0015720273778989549 0.00062299364207307306 -0.0019058103002612807 -0.0018540846062328035 -0.0013820517006085105 0.00013222375714821343 -0.0012396453164004399 0.0013661928795186567 0.0020020719081527958 -0.0034585911024684972 0.0032863368966445932 -0.00052405688706465042 -0.001948062480318041 -0.001161043359874417 0.0029820244801490878 0.0025648404069930639 -0.00013864095104524276 -0.0011797430371594639
leaf_weight=0.0013191721313607898 0.0010355323626565207 0.0010022708427579454 0.0010924483017011868 0.0013409690687221634 0.0016344804609893506 0.0017527055601549435 0.0014018682984469058 0.0011226788411065058 0.0018990676106757096 0.0012587059219999475 0.0012962882601992307 0.0015017278221544639 0.0010057226377849227 0.0010742125411851711 0.0010405755694080643 0.0018663461988104356 0.0010302622034603082 0.0010443390336069237
leaf_count=376 213 74 72 584 118 116 178 62 156 173 144 234 153 161 132 154 645 165
internal_value=0 -9.41009e-05 2.47238e-06 0.000100473 -8.26931e-05 5.00958e-05 0.000194111 0.000329442 3.39827e-05 -0.000343394 0.0014732 -0.00186215 0.000243488 0.000602587 0.00182463 0.000976728 0.00160327 0.000139244
internal_weight=0 0.0236838 0.0223647 0.0212722 0.0192294 0.0178884 0.0162539 0.0148521 0.0118031 0.009904 0.00304899 0.00276043 0.00714356 0.00613784 0.00204285 0.00506363 0.00289661 0.00216702
internal_count=3910 3697 3321 3249 3043 2459 2341 2163 1903 1747 260 407 1340 1187 206 1026 799 227
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=146 147 1456 151 49 52 133 52 15 52 4 47 0 52 0 43 151 15 49 3 133 16 52 15 4 2 4 1 48 148
split_gain=0.000864845 0.00109286 0.000745241 0.000615884 0.000756572 0.00092592 0.000586111 0.000646422 0.00127022 0.000877209 0.000681247 0.000687079 0.000790581 0.000584419 0.000522326 0.000519424 0.000436536 0.000461435 0.000506576 0.000432613 0.000418544 0.000517332 0.000638959 0.000555878 0.000656869 0.00052959 0.000937984 0.000571966 0.00047261 0.000320649
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.27336999999999995 0.11651500000000002 -0.42985499999999993 0.11253500000000001 0.11588000000000002 -0.03231499999999999 0.10701500000000001 -0.49837999999999999 0.13206500000000002 -0.060094999999999989 0.084890000000000007 -0.053834999999999994 -0.15969999999999998 -0.0088999999999999982 -0.091024999999999981 -0.067929999999999977 -0.016619999999999996 -0.0056849999999999991 -0.25582999999999995 0.024145000000000003 0.024640000000000006 -0.020179999999999997 0.089910000000000004 0.05309500000000001 0.11183500000000002 0.10361000000000002 -0.07990499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 -7 12 13 16 -14 -16 17 18 -12 -19 -18 28 23 24 -23 26 -26 -27 -22 -3
right_child=-2 29 3 4 -6 6 -8 8 -10 -11 11 -13 14 -15 15 -17 20 19 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0011224315902348926 -0.0014431130327545295 0.00024216534589425169 -0.0010267613144917859 -0.0014015213496591853 0.00084953422903690033 -0.00093863815471066365 -0.0010960232791771341 0.00013606072709397243 -0.0015462129638728686 0.0013963578185647561 0.0010412643389047208 -0.00089872129971002048 0.0015021207967456059 -0.0010843211304201123 -0.00057171940174369066 0.00065029851931714126 -0.00047132455150728891 5.6151089402187915e-05 -0.0004720068848574625 -0.0011117279958756249 0.0012251572020080196 0.001261193547111463 0.0011354589110580927 -0.00095671741093437718 -0.0014391393402510642 0.00085600139027507561 0.00050592017884284178 -0.00038968611599479784 -2.9711302099677238e-05 0.0013368377791055425
leaf_weight=0.0015415008337140703 0.0010250672921756623 0.0010080886005923162 0.0014276646861155476 0.0011679222070604114 0.0023950223157302988 0.0015627706017724485 0.0011393528753530493 0.0027590283402236793 0.0017554862799129536 0.0012129419107678166 0.0010237160053154781 0.0015338380599985149 0.001315191442285979 0.0010890710147336549 0.0010303861654108459 0.0043057534369750515 0.0018633285959499543 0.0012202623927262124 0.001093672889997066 0.0020020320297753349 0.0023111604126344496 0.0010690887065356496 0.0013094570606382297 0.0012962322261707016 0.0013940978877493701 0.0020572053431955339 0.0010308458664596287 0.0015410797289359124 0.001040324332545417 0.0017498679824736732
leaf_count=365 11 70 94 243 164 77 426 211 177 35 49 26 13 370 34 180 422 124 58 63 85 30 57 118 158 85 27 45 15 78
internal_value=0 -7.68423e-06 -6.62299e-05 -2.83195e-05 6.01249e-06 -4.56244e-05 -3.90321e-06 2.9894e-05 -0.000518098 0.00010648 5.61561e-05 0.000108808 0.000164014 1.89641e-05 0.000629424 0.000414332 7.82929e-05 -0.00030104 0.00025963 -0.00066946 0.000214117 0.000311991 0.000131026 -2.57663e-05 0.00014438 -5.38485e-05 -0.000612293 0.000322496 0.000835637 0.000936713
internal_weight=0 0.0472464 0.0444884 0.0429469 0.0415193 0.0391242 0.0379563 0.036817 0.00451451 0.0323025 0.0310895 0.0295267 0.0279929 0.0213416 0.00665133 0.00533614 0.0202525 0.00533968 0.00211739 0.00322229 0.0149128 0.0130495 0.00969801 0.00838855 0.00709232 0.00602323 0.00242494 0.00359829 0.00335148 0.00275796
internal_count=3910 3899 3751 3386 3292 3128 2885 2459 388 2071 2036 1959 1933 1706 227 214 1336 294 107 187 1042 620 520 463 345 315 185 130 100 148
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=1373 453 1429 403 4 480 1132 123 130 133 483 159 38 3 124 457 457 1456 157 15 42 41 49 1 2 484 2 160 15 4
split_gain=0.000857941 0.000736987 0.0006811 0.000683516 0.000600649 0.000659462 0.000599183 0.000643658 0.000671952 0.000682992 0.000610367 0.00061896 0.000535668 0.000689617 0.000495978 0.000423453 0.000507863 0.000503351 0.000488605 0.000460428 0.000830241 0.000489756 0.000634766 0.000506595 0.000928368 0.000476475 0.00036114 0.000329067 0.000580864 0.00097492
threshold=0.099250000000000019 0.095100000000000018 -1.0000000180025095e-35 0.10020000000000001 0.50657000000000008 0.08598500000000002 -1.0000000180025095e-35 0.088610000000000008 0.085970000000000005 0.10681500000000001 0.088030000000000011 0.10519500000000001 0.083695000000000006 0.16699000000000003 -0.087184999999999985 0.41137000000000007 0.088055000000000008 -1.0000000180025095e-35 -0.082189999999999999 0.084050000000000014 0.091230000000000019 0.079885000000000025 -0.085174999999999987 0.13662500000000002 -0.074699999999999989 0.073820000000000011 0.10251500000000001 0.031805000000000007 -0.07142999999999998 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 10 11 12 13 14 -8 16 17 -16 -19 21 26 22 -20 24 -24 27 -21 28 29 -26
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010465644656185136 -0.0014026752168399823 -0.0012778895892964423 -0.00085893004979556854 -0.0010600186167352256 0.0011659267148299202 -0.001130097714980191 0.0010982974691846983 0.0010761387073240662 -0.0011153075224464579 -0.0010131547271221661 -0.00099039280458656197 -0.00092713469467157875 -0.00066327623968448469 0.0011000027125913131 -0.00087246836677020367 -0.00057508976256603341 0.00092339121934325208 -0.00070199018303478968 -0.00037905809708139369 -0.0014914691150676007 0.0006981925171884888 -0.00040107440655002912 -0.00096344998352744841 0.0014525167620258286 -0.0014443678034320674 0.001249154886936929 -0.00024137292113302075 0.00092493456428500726 0.0005614834683124564 0.0003053094809576901
leaf_weight=0.0013034970865244402 0.0010123504876879954 0.0010043829042487564 0.001462599458790236 0.0012099025545373445 0.0011707654060011388 0.0010343258071806574 0.0013768068860615648 0.0015828862198086205 0.0010340943293793972 0.0011796726139241534 0.0010342539895740179 0.0011047647406778873 0.001495037096454154 0.0021243610149852534 0.0010533821418994274 0.001664690099772769 0.0021304360505354216 0.0013198224448593967 0.0021324033554153124 0.001039113324283635 0.0012652215268480482 0.0019253191401276118 0.0010321561668149388 0.0011886099382110151 0.0010173614973077892 0.0018222838835919583 0.0010856612025129664 0.0024306429625897694 0.0070081883771982165 0.0026053638545278091
leaf_count=181 31 39 21 276 196 220 62 97 343 349 165 163 52 67 166 29 98 149 77 369 97 81 51 14 121 42 25 75 209 45
internal_value=0 7.08787e-06 3.40691e-05 6.4342e-05 9.43588e-05 6.59427e-05 9.46355e-05 0.000128119 9.06694e-05 0.000122617 0.00015801 0.000190267 0.000224829 0.000263628 0.000208272 0.000168384 0.00021098 0.000154611 0.000196429 0.000244724 -0.00027389 0.000327801 0.000400749 0.000497967 0.000426681 0.000523083 -0.000852728 0.000421785 0.000306745 -0.000186048
internal_weight=0 0.048838 0.0478336 0.0465301 0.0453202 0.0441495 0.0431151 0.0416525 0.0400696 0.0390356 0.0378559 0.0368216 0.0357169 0.0342218 0.0320975 0.0307207 0.029056 0.0269255 0.0258721 0.0245523 0.00339 0.0211623 0.019237 0.0171046 0.015916 0.0148838 0.00212477 0.0130616 0.0106309 0.00362273
internal_count=3910 3879 3840 3659 3383 3187 2967 2946 2849 2506 2157 1992 1829 1777 1710 1648 1619 1521 1355 1206 491 715 634 557 543 492 394 450 375 166
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=156 156 4 482 1374 403 403 51 38 39 42 43 376 12 3 148 447 484 1 1 2 12 0 12 48 43 43 16 47 151
split_gain=0.00101781 0.000654348 0.000817244 0.000773951 0.000679287 0.000686264 0.000621571 0.000644428 0.000589426 0.000884982 0.000840944 0.000698232 0.000799517 0.000580461 0.000549728 0.000574756 0.000778821 0.000802502 0.000545532 0.000858086 0.000604212 0.000586672 0.000692902 0.000657112 0.000489757 0.000483596 0.000522876 0.00037933 0.000423408 0.000365681
threshold=-1.0000000180025095e-35 0.11896500000000002 0.50657000000000008 0.090355000000000005 0.090240000000000015 0.10020000000000001 -0.088854999999999976 -0.40274499999999996 0.12641000000000005 0.11742500000000002 -0.10770999999999999 0.24789500000000006 0.08801500000000001 0.097145000000000023 0.31335500000000011 -0.082084999999999977 0.08537500000000002 -0.0043499999999999988 0.10004000000000002 0.096490000000000006 -0.13811499999999996 0.099680000000000005 -0.072559999999999986 0.085775000000000004 0.12862000000000004 -0.075819999999999985 0.079060000000000005 0.032820000000000009 0.088495000000000004 -0.082164999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 9 10 -9 12 14 -8 15 -12 17 -17 19 21 -20 22 23 29 27 -24 -27 28 -22 -19
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 20 -21 24 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014569629856894233 -0.00091515396228217174 -0.00097516246106972354 0.0010929351861258731 -0.0012535505373206847 -0.0010960596151800184 -0.001089053234218888 -0.0014570774738807699 -0.00073741358478676428 -0.00092281516191909641 0.0014095812442047793 -0.00069219970467103399 -0.00086257099598398333 0.001384827549457188 0.00010062894451422699 0.0011717912226035252 -0.00079591195612181611 0.0013880090023452773 0.00077354651924960822 -0.000463382998515754 -0.001011046247900468 0.0012767907329412197 -0.00077129396043566052 0.0010096869192292499 -0.00091890347327128403 -0.00022330506398377127 -0.00066076378114547055 0.00059106852756407873 1.1402297132708871e-06 0.00044120771489463166 -3.1860233412395142e-06
leaf_weight=0.0010379135281670662 0.0012924020941786898 0.0014169876745850898 0.0014860808514911552 0.0010297316220499999 0.0011220147361266078 0.0010921659006098974 0.0010313352608068973 0.0021818763590848436 0.0010570351553838 0.0012036815030995731 0.0016144365236243621 0.0012799927184823359 0.0012338830354163824 0.0010001727212269884 0.0011696217996925986 0.0017732166495222348 0.0011275589178145742 0.0016030088867751147 0.001165632010284412 0.0014267188595695748 0.0034681598521975054 0.001316141784597046 0.0032007912551677009 0.0014361988421206515 0.0011298174447631482 0.0010059096521439935 0.0023929789454086858 0.0010240095499440827 0.0020468191520750523 0.0065159695522358611
leaf_count=197 498 120 202 132 63 265 78 155 19 47 78 153 37 38 64 316 54 87 32 36 142 82 59 471 20 65 20 52 38 290
internal_value=0 6.94009e-07 2.92476e-05 -4.4269e-06 2.35892e-05 5.16373e-05 8.01476e-05 0.000110482 0.000150769 0.000179633 0.000140788 0.000194117 0.00023315 -0.000690172 0.000190626 0.000155039 0.000199691 0.000154279 0.000215035 7.53237e-05 0.00051389 0.000164039 0.000240241 -1.05164e-05 0.000662432 0.000603293 0.000220586 0.000815471 0.000966674 0.000150172
internal_weight=0 0.0498443 0.0484274 0.0469413 0.0459115 0.0447895 0.0436974 0.042405 0.0403735 0.0393164 0.0381127 0.0359309 0.0346509 0.00203151 0.033417 0.0322474 0.0306329 0.0295054 0.0277322 0.0188977 0.00883444 0.017471 0.0161549 0.00955518 0.00766881 0.00659968 0.00339889 0.00653899 0.00551498 0.00811898
internal_count=3910 3713 3593 3391 3259 3196 2931 2433 2317 2298 2251 2096 1943 116 1906 1842 1764 1710 1394 1110 284 1074 992 848 252 144 85 232 180 377
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=17
num_cat=0
split_feature=42 123 484 38 156 3 133 43 15 0 4 47 48 0 3 4
split_gain=0.000133098 0.000191471 0.000159352 0.000177228 0.000191311 0.000217257 0.000272988 0.000261668 0.000352839 0.000206061 0.000344935 0.000158451 0.000239852 0.000434271 0.000127799 0.000125303
threshold=-0.10770999999999999 0.088120000000000018 -0.0043499999999999988 1.0000000180025095e-35 0.091280000000000014 0.16699000000000003 0.088850000000000026 -0.06705499999999999 0.035895000000000003 -0.061129999999999997 -0.0048949999999999992 0.09252500000000001 0.086125000000000021 0.012625000000000003 -0.078669999999999976 -0.0010999999999999996
decision_type=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 11 10 -4 12 13 15 -12 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=-0.0013358768666100914 -0.0015073363248863745 0.0021664035972900658 -0.001353116867894334 -0.0017761644838890239 -0.001561697515309744 0.0022470043784668086 -0.0021436926533299535 0.0033337566881905035 -0.0020333081235627713 0.002453728020743604 0.00060089262344171644 -0.0010430255730378127 -0.00093327223723880897 -0.0009692576361469467 0.0028292906324207628 0.001363281893711175
leaf_weight=0.0017542552265124431 0.0016296922542174122 0.0010143938627270024 0.001498853940002931 0.0011637802063293448 0.0013870794767097952 0.0013409574717966324 0.0011399341331914661 0.0014721912506947404 0.0019265782838138743 0.0020047805351390792 0.0013484047936521693 0.0016434616189607981 0.0016544516445155671 0.0014582571683909862 0.0011660348837027046 0.0016775803209739849
leaf_count=241 573 182 378 82 273 118 559 69 637 130 107 102 113 82 81 183
internal_value=0 7.15629e-05 -2.28308e-05 9.30224e-05 0.000203341 0.000336895 0.000186142 0.000353698 -0.000141778 0.00116322 0.00051857 0.000319164 0.000676643 0.00125466 0.00163428 0.00228427
internal_weight=0 0.0235264 0.022512 0.0208823 0.0197186 0.0183315 0.0169905 0.0158506 0.00983252 0.00601807 0.00401329 0.00790594 0.00626248 0.00460803 0.00251444 0.00314977
internal_count=3910 3669 3487 2914 2832 2559 2441 1882 1186 696 566 549 447 334 188 252
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=19
num_cat=0
split_feature=52 47 52 376 4 160 151 15 42 51 151 4 4 1 16 2 12 3
split_gain=0.000131135 0.000217857 0.000206047 0.00017713 0.000158737 0.00018226 0.000218632 0.000266215 0.000191376 0.000301079 0.000257662 0.000202832 0.000255182 0.000216414 0.000282082 0.000210543 0.000136773 0.00011487
threshold=-0.27466499999999994 0.11646500000000001 -0.15154999999999999 0.088415000000000007 -0.49837999999999999 -0.11175999999999998 -0.084129999999999996 -0.091024999999999981 -1.0000000180025095e-35 -0.07742499999999998 -0.051109999999999996 0.40359500000000004 -0.060264999999999992 0.095575000000000007 -0.25582999999999995 0.092175000000000021 0.089505000000000015 -0.084014999999999992
decision_type=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 7 -7 -8 -10 -11 12 17 15 -15 -14 -13 -12
right_child=2 -3 3 -5 5 6 8 -9 9 10 11 16 13 14 -16 -17 -18 -19
leaf_value=-0.0026430116618953122 0.0019208429456709672 0.00032132234036554014 -0.0017726456035359814 0.0018261354254117317 -0.001663504643124256 0.00025544292178283868 -0.0013974709143922393 -0.0026242079850420236 -0.0015259425556149767 0.0027353770097665953 0.0020734179164683085 0.0029081378731688964 -0.0026217514381325557 -0.0013071134704226207 0.0014996643904892813 -0.00016806620120224784 0.0005750034386568754 0.00042126738531650046
leaf_weight=0.001002295281883058 0.0011921502728735591 0.0010555617904719483 0.0011326080365123793 0.0010228372616274397 0.0013044127522996987 0.0014090891716584952 0.00125822555641704 0.0012619447221713367 0.0014317550728027992 0.0011469096995745396 0.0015995668361856157 0.0010604089882071408 0.0013048644282167617 0.0011817969817524698 0.0019975875945821286 0.0016324075807705452 0.0010243568079886245 0.0019203664609268034
leaf_count=374 157 51 90 62 479 122 783 196 182 136 125 147 211 38 98 124 42 493
internal_value=0 -0.00112248 7.76437e-05 -2.36683e-05 -0.000115221 -1.91193e-05 9.85461e-05 -0.00110506 0.000305181 0.000454994 0.000675398 0.000473833 0.000195208 -0.000366935 0.000456368 -0.0012581 0.00176174 0.00117206
internal_weight=0 0.00205786 0.0228813 0.0216891 0.0206663 0.0195337 0.0182293 0.00267103 0.0155582 0.0143 0.0128683 0.0117214 0.00963659 0.00611666 0.00317938 0.00293727 0.00208477 0.00351993
internal_count=3910 425 3485 3328 3266 3176 2697 318 2379 1596 1414 1278 1089 471 136 335 189 618
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=20
num_cat=0
split_feature=8 38 124 2 483 3 133 3 4 42 16 16 15 3 52 4 0 2 52
split_gain=0.000120048 0.000138036 0.000222562 0.000186545 0.000153229 0.000149367 0.000183475 0.000177642 0.00035141 0.000165005 0.000171263 0.000260224 0.000251718 0.000174775 0.000375082 0.000161341 0.00025359 0.000116808 9.29241e-05
threshold=1.0000000180025095e-35 0.084445000000000006 -0.048219999999999992 0.094825000000000007 1.0000000180025095e-35 0.13772500000000001 0.084760000000000016 -0.15464999999999998 -0.23071499999999998 -0.10770999999999999 -0.38486499999999996 -0.114825 -0.14097499999999996 0.090325000000000003 -0.07125999999999999 0.05309500000000001 -0.070894999999999986 0.087995000000000004 0.092550000000000007
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 -4 -9 -10 12 -12 -11 15 -15 16 17 -13 -7
right_child=-2 -3 4 -5 -6 18 -8 8 9 10 11 13 -14 14 -16 -17 -18 -19 -20
leaf_value=8.9129130355005985e-05 0.0014111928191773095 -0.0016240950353759343 0.0012862495889541116 0.0026873813983417138 -0.0017108337735142118 0.00022193096720976926 -0.0017706818560903981 -0.0024347159850339095 -0.0016063183354258362 0.00060599432689663064 0.0019273814365005403 -0.0025908598215965083 -0.0023431751613198332 -0.00061922457946025661 0.0028538607331676301 0.0010244452412580879 0.00061610562233818645 -0.00064347167727002116 0.0019299512917875228
leaf_weight=0.0011012415996909377 0.0010755066706151775 0.0010647157554080069 0.0016422963056081869 0.0010194354853486631 0.0011402073422445416 0.0014581939736790775 0.0013266889274690377 0.0012652759678761756 0.0011326707391917388 0.0010557010988658799 0.0017529770501695779 0.0013233492116359862 0.001167737223354501 0.001260661353727599 0.001129420881849974 0.0011402301621161737 0.0014143470440100177 0.0010649475195155383 0.0010493535943965071
leaf_count=128 92 81 168 138 436 114 882 116 127 50 90 751 106 32 43 109 157 263 27
internal_value=0 -8.42085e-05 -1.11606e-05 0.00133814 -0.000151951 -5.92975e-05 -0.000209062 -7.40886e-05 -0.000237073 -1.35867e-05 0.000145931 0.000412379 -0.000942893 5.02106e-05 0.00102196 -0.000419672 -0.000852693 -0.00172251 0.0009367
internal_weight=0 0.0235095 0.0224447 0.00212068 0.0203241 0.0191839 0.0166763 0.0153496 0.0137073 0.012442 0.0113094 0.00908593 0.00222344 0.00733296 0.00239008 0.00494287 0.00380264 0.0023883 0.00250755
internal_count=3910 3818 3737 266 3471 3035 2894 2012 1844 1728 1601 1445 156 1355 75 1280 1171 1014 141
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=20
num_cat=0
split_feature=14 1 4 159 159 4 12 14 49 0 15 43 12 13 48 48 3 12 1
split_gain=0.000113039 0.000121494 0.000257056 0.00022009 0.000187552 0.000169313 0.000169047 0.000160105 0.000247923 0.000329552 0.000236459 0.000333843 0.000234932 0.000192015 0.000219398 0.000155027 0.000111877 8.73965e-05 7.62428e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 0.10374500000000002 -0.49837999999999999 0.085185000000000025 -0.13131999999999996 0.082865000000000008 -0.10575999999999998 -0.03231499999999999 -0.075819999999999985 -1.0000000180025095e-35 -0.068214999999999984 0.086285000000000014 0.11904500000000003 -0.080884999999999985 0.091650000000000023 0.092010000000000022
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 5 7 -5 -1 -4 -3 9 13 11 -11 -12 -9 18 -10 -8 -7 -15
right_child=-2 3 6 4 -6 17 16 8 15 10 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00096761433322472396 -0.001489047689825305 -0.0014236925546093466 -0.002652291681071488 0.0030612906207718826 0.00030277605085386099 0.001918295034921207 -0.0017451045694817948 0.0021900501064130037 0.0029586030383646671 -0.0019391387313303524 -0.00024354560208661425 0.0013783130419446853 -0.0030024297098805606 0.0021058284533270943 -0.00096280999540659224 0.00043196792814921428 0.00025207249345768942 0.0001446790344939612 0.00039506118738851501
leaf_weight=0.0011908447555470936 0.0010367469756029082 0.0013544334499022712 0.0012487114689858922 0.0010088202446847374 0.0010359913029186485 0.0013154913489389058 0.0010011466226920295 0.0014026092284185054 0.0010017069669694409 0.0010250732907328697 0.0011117268728377825 0.0016281902213909358 0.0015086333515846291 0.0010184997242532754 0.0017680337846641692 0.0010126726154978671 0.0013880798935535944 0.0010250698476392817 0.0011503623991047096
leaf_count=36 126 97 399 125 225 279 585 98 70 175 44 137 575 36 71 61 596 88 87
internal_value=0 4.78513e-05 -0.000444898 0.000268276 0.00166371 0.00043029 -0.00129446 6.4199e-05 0.000223791 -5.41944e-05 -0.000861632 9.66344e-05 -0.00183193 0.000743281 0.000227837 0.00168841 -0.000584795 0.00114152 0.00119844
internal_weight=0 0.0231961 0.00716934 0.0160268 0.00204481 0.00353141 0.00363794 0.0139819 0.0126275 0.0106131 0.00527362 0.00265326 0.00262036 0.00533951 0.0039369 0.00201438 0.00238923 0.00234056 0.00216886
internal_count=3910 3784 1983 1801 350 403 1580 1451 1354 1223 931 312 619 292 194 131 1181 367 123
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=19
num_cat=0
split_feature=10 11 3 2 457 0 2 2 3 12 42 1 1 52 49 4 4 2
split_gain=0.000107561 0.000140989 0.000180023 0.000255049 0.000147499 0.000142087 0.000357586 0.000379734 0.000223383 0.00020485 0.000356117 0.000206834 0.000184066 0.000178429 0.000162472 0.000117818 9.95197e-05 9.82837e-05
threshold=0.08302000000000001 0.079700000000000007 -0.12008499999999998 0.10836000000000003 -0.0034949999999999994 -0.10575999999999998 0.11230000000000001 0.099990000000000009 0.13772500000000001 -1.0000000180025095e-35 0.08401500000000002 0.10004000000000002 0.11287500000000002 -0.08799499999999999 -0.047309999999999998 0.0082450000000000006 -0.15796999999999997 0.079395000000000007
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 16 -4 6 7 14 9 11 15 -7 -8 -12 -6 -11 -1 -16
right_child=-2 -3 4 -5 5 8 12 -9 -10 10 13 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0011067715402448895 0.0013724097522602979 -0.0014336627280295876 -0.0015882316400682318 0.0029144028610264016 0.0016413178086259826 -0.00091841523663271582 -0.002427231276668434 0.0034315710031741801 0.0010906147419358784 -0.003639741929589115 0.001045053100139477 0.0018003972031679005 0.00012309232128161079 -0.0012689700340525233 0.00067492069318786374 -0.0015138669368624348 -0.00094239812505332316 -0.0012872768613322557
leaf_weight=0.0010352176470611596 0.0011451152946573276 0.0015611348548298922 0.0014441561213087142 0.0010458857307451552 0.0014410944031499895 0.0012950472149875188 0.0010851968779412857 0.0012086276943250596 0.0017177738127829301 0.0012288396767347392 0.0013273263108169965 0.0011308076092180208 0.0013959717219933498 0.0015683941843209802 0.0010409397190880255 0.0010371760451035328 0.0010103983233884497 0.0011694738747638489
leaf_count=38 95 232 303 46 55 104 54 111 93 900 235 148 117 999 42 137 102 99
internal_value=0 -8.65472e-05 1.2735e-05 0.00104858 -0.000164278 -4.07453e-05 0.000442389 0.00117484 -0.000421905 -0.000764329 -0.00128754 0.000348954 -0.000992351 -0.000208279 0.00042788 -0.00266671 9.46179e-05 -0.000363228
internal_weight=0 0.0227435 0.0211823 0.0030915 0.0180908 0.0166467 0.0073413 0.00486014 0.00930536 0.00758759 0.00516174 0.00242585 0.00248117 0.00289572 0.00365151 0.00226602 0.00204562 0.00221041
internal_count=3910 3815 3583 186 3397 3094 478 307 2616 2523 2271 252 171 1234 196 1037 140 141
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=18
num_cat=0
split_feature=52 52 39 42 4 49 457 49 151 159 2 52 2 43 43 15 0
split_gain=0.00011383 0.000159605 0.000158946 0.000208747 0.000275035 0.000199683 0.000215857 0.00037233 0.000171555 0.00025716 0.000245679 0.000186672 0.000165075 0.00014474 0.000132484 0.000164163 0.000167896
threshold=-0.27466499999999994 -0.15154999999999999 0.085060000000000011 0.091735000000000025 0.15045000000000003 -0.084114999999999981 0.069705000000000003 -0.047309999999999998 -0.0060399999999999994 -0.034019999999999988 0.11260500000000001 0.092885000000000009 0.092340000000000019 -0.049504999999999987 -0.074904999999999985 -0.10192499999999999 -0.10131499999999999
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 12 8 -8 -7 -10 11 14 -3 -4 -11 -16 -17
right_child=1 2 13 4 -6 6 7 -9 9 10 -12 -13 -14 -15 15 16 -18
leaf_value=-0.00095154007441525072 0.0015602078296688504 -0.0022680591555115856 0.0017927001488657424 -0.0027216484729034726 0.0001240080600510148 -0.0014217201487669575 0.0027351111627691273 -0.00049832338738660148 -0.0015181501626095168 0.001379871170251643 0.0019079711021909571 -0.0012742107191948719 -6.3204196328813267e-07 -0.00016700956718935766 -0.0009708163906533983 0.0016692929644589163 -0.00038318987112985307
leaf_weight=0.0019397800869256623 0.0011159983185380353 0.0010556630443507827 0.0014217312826948492 0.0011144158102828197 0.0011070090924560905 0.0012895044604827053 0.0013215900891356824 0.0010409372934124797 0.0013194078822062203 0.0016337717301775374 0.0014645338999705881 0.0013339727624594039 0.0010444019440554175 0.0010876905882724044 0.0016542996202556001 0.0013222283847941201 0.0012849702699046905
leaf_count=425 157 86 246 520 70 241 79 110 309 339 139 243 74 100 113 60 599
internal_value=0 7.10172e-05 -1.00681e-05 -0.000143075 -0.00130356 2.04456e-05 0.000198848 0.00131045 -3.35031e-05 0.000145272 0.000397721 9.17675e-05 -0.00114042 0.000943278 0.000400859 2.55257e-05 0.000657717
internal_weight=0 0.0216121 0.0204961 0.0179867 0.00222142 0.0157653 0.0136652 0.00236253 0.0113027 0.0100132 0.00869378 0.00722924 0.00210006 0.00250942 0.00589527 0.0042615 0.0026072
internal_count=3910 3485 3328 2982 590 2392 2232 189 2043 1802 1493 1354 160 346 1111 772 659
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=146 147 1456 403 403 52 14 0 46 376 39 11 52 15 51 1 52 4 43 457 16 48 0 160 160 16 474 4 1 16
split_gain=0.00100574 0.00117843 0.000923244 0.000666031 0.000700863 0.000662733 0.000676843 0.000612806 0.000960509 0.000709188 0.000586886 0.000511116 0.000466655 0.000683695 0.00044947 0.00059705 0.000492761 0.000762452 0.000653895 0.000403487 0.000372407 0.000354199 0.000754176 0.000793437 0.000575389 0.000474541 0.000650386 0.000558049 0.000425788 0.000352006
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.088854999999999976 0.096520000000000009 -0.51745999999999992 0.077685000000000018 -0.074249999999999997 0.084955000000000017 0.11605500000000001 0.005105000000000001 0.087830000000000005 0.11401500000000002 -0.035939999999999993 -0.40274499999999996 0.10339500000000001 0.10062000000000001 -0.49269499999999994 -0.081189999999999984 -0.0034949999999999994 -0.27337499999999998 0.12649500000000002 -0.230625 0.090735000000000024 0.031805000000000007 -0.15168999999999996 0.084655000000000022 -0.084009999999999987 0.095575000000000007 0.041215000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 12 11 19 14 -14 -9 16 17 -16 -19 -7 -20 22 -21 24 25 -24 27 -27 -29 -22
right_child=-2 -3 3 4 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 -17 -18 18 20 21 29 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00092717012670250163 -0.0011437469554683223 0.00077661505979481334 -0.00084833516861154137 -0.00086642986361379001 -0.0009114721516073639 -0.00052445969487342184 -0.00089021749472951008 -0.00026738522694857764 -0.0011901976930740116 -0.00055927793745230259 0.0007052159919245009 -0.00084149818824478216 0.00047626481584327527 -0.00083635694483687531 -0.00074918425669137092 0.00098750456494553214 0.00098948486510918362 0.00087174398790245246 0.00066283704277185029 0.00077476265591836923 -0.00070911439917553957 -0.00056294180067354002 0.00028830546932825821 -0.001023019663536654 0.00071086921877545157 0.00032411870242506416 0.00059834995735531262 -0.0012191239483439413 -0.00033306151728795325 0.00022992169806403421
leaf_weight=0.0016712883356940758 0.001149936415913543 0.0028036163615041678 0.0013430381898886781 0.0011369756052250759 0.0011568136829718237 0.0018505500340142414 0.001044692295566029 0.0011679580922301378 0.0010112629335026204 0.0013623327649592279 0.0017348541932136188 0.0011015531833464811 0.0012624685741489117 0.0011066051023718168 0.0010270978209732124 0.0030580022939470384 0.0015055051028447508 0.0024360978611852619 0.0010126274366832905 0.0022708604215608734 0.0011388961215533806 0.0011891960704375473 0.0041575327272731421 0.0010133973921726555 0.0019216262502244072 0.0010038911643129788 0.001051535160410566 0.0014146759243028519 0.0018731091982040482 0.0012382498026948241
leaf_count=365 11 148 507 228 288 191 81 63 25 26 187 27 57 61 57 210 32 67 15 24 60 30 97 117 50 149 90 557 67 23
internal_value=0 1.01692e-05 -3.83778e-05 -3.50154e-06 2.40061e-05 5.09986e-05 7.77758e-05 0.000104451 -3.02741e-05 0.00028276 2.67146e-05 -3.57379e-05 0.000359474 -0.000136867 0.000452912 0.000526602 0.000357977 0.000219243 0.000389977 1.42773e-05 4.37492e-05 7.69956e-05 0.000128742 1.07737e-05 0.000102492 -2.05584e-05 -0.000260884 -0.000471412 -0.000714319 -0.000219973
internal_weight=0 0.0470663 0.0442627 0.0425914 0.0412484 0.0400916 0.0389546 0.0379099 0.021594 0.0163158 0.0205828 0.0188479 0.0149535 0.00236907 0.0125844 0.0114165 0.00835847 0.00685297 0.00582587 0.0177464 0.00338977 0.0158958 0.0147066 0.0124358 0.0114224 0.00950074 0.00534321 0.00429168 0.00328779 0.00237715
internal_count=3910 3899 3751 3386 2879 2591 2363 2282 1611 671 1586 1399 645 118 527 464 254 222 165 1372 98 1181 1151 1127 1010 960 863 773 624 83
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=4 480 1429 403 31 457 457 403 1374 150 48 1456 0 44 2 48 52 52 0 16 1 3 15 16 0 4 15 1 2 3
split_gain=0.000682713 0.000810978 0.000582509 0.000535812 0.000485506 0.000472303 0.000745529 0.000572271 0.000420973 0.000648492 0.000526451 0.000509078 0.000472747 0.000654957 0.000841933 0.00061494 0.000503176 0.000641608 0.0012112 0.000746532 0.000462957 0.000532406 0.000438682 0.00057161 0.00047699 0.000404326 0.000352243 0.000337252 0.00030101 0.000310143
threshold=0.51224500000000017 0.086640000000000009 -1.0000000180025095e-35 0.10020000000000001 -1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -0.088854999999999976 -0.094679999999999986 0.082085000000000019 -0.089609999999999981 -1.0000000180025095e-35 -0.074904999999999985 0.081835000000000019 0.099990000000000009 0.093225000000000016 0.11588000000000002 0.10433000000000002 0.15480500000000005 0.25185000000000007 0.085835000000000009 -0.13309499999999996 -0.0071449999999999994 -0.17157499999999998 -0.10943499999999999 -0.17479499999999998 -0.09547499999999999 0.13084000000000004 0.13081000000000001 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -12 13 14 22 16 17 18 19 25 -11 -22 23 -13 -24 -14 -23 -21 29 -16
right_child=-2 -3 3 -5 5 6 7 8 9 20 11 12 15 -15 28 -17 -18 -19 -20 27 21 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011220025230559176 0.00087415222868290042 -0.0012417229327768139 0.00071267381957888592 -0.0011328293403798332 0.00071488709573504857 -0.0012109035689499609 -0.0010967554385218879 -0.00077781350071190664 -0.0011307236551419094 -0.00032771589031664204 -0.00099300745229192284 -0.00027794300418379313 0.0001339143006212254 -0.0013446356904950054 -5.7629851642925439e-05 0.0008855119019416099 -0.00070761976581424095 0.0010616701637149147 -0.0011839424959368666 -0.00087463851551814191 -0.00010771660113418889 0.001400012279375105 0.00039067025341695579 -0.0013826652748815237 -0.00062072007729672518 0.0011085764955196906 0.00046096697867395019 0.00012585503257347809 -0.00026015333478269202 0.00090742048957011419
leaf_weight=0.0012750256330029677 0.0011364354753125019 0.0014868383935922038 0.0012827892185143233 0.0010835979487815442 0.0011663903893150964 0.0013520993587856625 0.0012156830652997322 0.0018082283139122515 0.001095596421521349 0.0016591734937065885 0.0013023709069005509 0.0018909876135815296 0.0015042464269896545 0.0010499618026926791 0.0010066266875909946 0.001690001204094572 0.0017604683057625978 0.0012050744563509852 0.0014598624910462377 0.0011809503465372018 0.0016881627658875686 0.0013732962314421115 0.0017772006994611804 0.0017857547818038687 0.0018833913334440648 0.0018747759964199504 0.00182318345130561 0.0014995709298659676 0.0012283561408714672 0.0018588418463600931
leaf_count=173 168 238 73 252 45 188 472 67 31 86 287 40 24 26 70 61 66 21 28 135 43 31 66 284 501 148 156 15 34 81
internal_value=0 -0.000225051 -0.000189717 -0.000161079 -0.00013503 -0.000162812 -0.000189771 -0.00015207 -0.000119634 -8.42113e-05 -0.000179892 -0.000139761 -9.46913e-05 -0.000286199 -0.000188981 0.000101632 -2.47161e-05 0.000113084 -3.89388e-05 0.000236915 0.000311359 0.000528435 -0.000472848 -0.000814495 -0.000129695 0.000674684 0.000864407 -0.00031493 0.000319793 0.000568402
internal_weight=0 0.0442685 0.0427817 0.0415066 0.040423 0.0391403 0.0379739 0.0366218 0.0354061 0.0335979 0.027054 0.0259584 0.0246561 0.0124811 0.0114312 0.012175 0.0104849 0.00872448 0.00751941 0.00605954 0.00654382 0.00488464 0.00733733 0.00367674 0.00366059 0.00337902 0.00319648 0.00268052 0.00409382 0.00286547
internal_count=3910 3742 3504 3331 3079 3006 2961 2773 2301 2234 1918 1887 1600 1102 1076 498 437 371 350 322 316 230 891 324 567 172 187 150 185 151
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=31
num_cat=0
split_feature=1429 151 4 11 1213 49 52 13 133 0 47 42 15 3 2 52 0 51 2 52 4 1 2 4 13 160 3 1 160 3
split_gain=0.00053619 0.000486043 0.000769671 0.000545645 0.00047821 0.000428166 0.000537283 0.000792476 0.000697934 0.000640029 0.00100845 0.000488401 0.000799224 0.000474775 0.000420996 0.000515715 0.000484866 0.000404953 0.000504902 0.000392255 0.000379478 0.000601389 0.000348803 0.000521001 0.000300465 0.000279065 0.000274851 0.000185488 0.000164133 0.000148273
threshold=-1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -1.0000000180025095e-35 0.13725000000000001 0.11401500000000002 0.0024700000000000004 0.10681500000000001 -0.017269999999999997 0.13206500000000002 0.098285000000000011 0.10043500000000001 0.10666500000000002 0.099015000000000006 -0.089799999999999977 -0.16128999999999996 0.10589500000000002 -0.13811499999999996 -0.081429999999999989 -0.017449999999999997 0.088965000000000002 0.106285 -0.37626499999999991 -0.094129999999999978 0.08234000000000001 0.090325000000000003 0.076710000000000014 -1.0000000180025095e-35 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 9 10 11 12 14 22 15 25 -16 18 -4 -17 27 -22 23 -11 -18 -6 -23 -21 -8 -20
right_child=1 2 17 -5 5 -7 7 -9 -10 13 -12 -13 -14 -15 16 19 24 -19 29 20 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011186046010449745 -0.00095417461280127816 -0.00094916379398838127 0.00014220016466908494 -0.0010772591426623384 -0.00020282076242977761 0.00090244583169155513 -0.0015158170222278496 0.00049593852430881991 -0.0011469533800732244 -0.00048816336315519906 -0.0014767991162276881 0.00091552610263252135 -0.00121269377312214 0.0014394493815516043 -0.0002042013064784184 0.0008072989599868459 0.0013474608218428776 -0.00032301040858207278 0.0014750494062193292 3.365262309911289e-05 -0.0012322265921255828 -0.00030782868838349035 0.001071200738641134 0.00078230076380027193 0.00029163076698062004 -0.0012456682111477544 0.00056393442390005653 0.0008756670100141192 -0.00072340789227673798 0.00075369536251896295
leaf_weight=0.0010224189022473009 0.0012051395082668384 0.0012431673326396822 0.0019242768307190516 0.0011826248567365907 0.0012369956824307337 0.0011868287205687436 0.0010259290885467065 0.0010967098169858414 0.0010675188453046483 0.0016938233779200118 0.0010392248274229124 0.0014096387695248227 0.0011856887981416256 0.0011393349167292399 0.0014234156160455314 0.001487854325780795 0.0014646629108270304 0.001017872192392133 0.0015046475714810539 0.0012383704680622356 0.0011844629238210898 0.0022483616487032343 0.0010825254671438245 0.0013191588172976115 0.0010728194597311455 0.0011263746175251832 0.0013179940765439824 0.0011680107573024401 0.0014484291664027529 0.001158894201199967
leaf_count=181 85 583 66 132 157 65 274 68 333 69 13 81 73 18 17 62 68 22 205 225 296 117 25 46 176 111 24 103 108 107
internal_value=0 -6.60118e-06 2.3693e-05 -6.68312e-05 -2.81686e-05 1.04285e-05 -2.67474e-05 -0.000576585 5.20886e-05 0.000105783 -2.59628e-05 5.98769e-05 -1.47845e-05 0.000573987 8.00994e-05 -7.2376e-05 0.000503871 0.000541901 0.000733794 9.91586e-05 -4.80512e-05 -0.000296449 0.000333223 6.80775e-05 0.000901068 -0.000699838 1.43429e-05 0.00044235 -0.00105196 0.00116119
internal_weight=0 0.0389008 0.0376956 0.0320899 0.0309073 0.0296641 0.0284773 0.00357107 0.0249062 0.0238387 0.0186039 0.0175647 0.016155 0.00523484 0.0149693 0.0110084 0.0039609 0.00560569 0.00458782 0.00864505 0.0071572 0.00475082 0.00409551 0.00301298 0.00253748 0.00236337 0.00356636 0.00240638 0.00247436 0.00266354
internal_count=3910 3729 3644 3244 3112 2529 2464 450 2014 1681 1523 1510 1429 158 1356 1095 261 400 378 827 765 437 140 115 244 268 141 328 382 312
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=1429 4 480 1374 31 2 2 129 4 42 133 15 151 43 159 376 49 52 0 1 0 52 4 52 43 3 49 16 48 12
split_gain=0.000597832 0.000548269 0.000754024 0.00059947 0.000534747 0.000469151 0.000582315 0.000482827 0.000477752 0.000797636 0.000546746 0.000732992 0.00081932 0.000550473 0.000532425 0.000614321 0.000564787 0.000411825 0.000399585 0.000870321 0.000471581 0.000453206 0.000488229 0.000379444 0.000360533 0.00035571 0.00030237 0.000574387 0.000301708 0.00026533
threshold=-1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.090240000000000015 -1.0000000180025095e-35 0.10910500000000002 0.11230000000000001 0.08326500000000002 0.17888000000000001 0.10138000000000001 0.099765000000000006 -0.095799999999999982 -0.051109999999999996 0.14198000000000002 0.09141500000000001 0.085185000000000025 -0.085974999999999982 -0.076599999999999988 0.055865000000000005 0.092550000000000007 -0.22851499999999997 -0.0093349999999999978 0.0014600000000000001 -0.087094999999999992 -0.08768999999999999 0.11265500000000002 -0.029304999999999998 -0.43346499999999993 0.09227500000000001 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 11 12 -6 14 15 16 -13 23 19 -8 -21 -22 -23 24 -18 26 29 -28 -19 -10
right_child=1 -3 -4 -5 5 6 18 -9 25 -11 -12 13 -14 -15 -16 -17 17 28 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010605558309999864 0.00091838038270611333 0.00095895616162429192 -0.0011510425278850329 -0.0010436756202791483 0.00018788015663034487 0.0011710090957126917 -0.0012093205086398514 -0.00096909932411686048 3.4661174109629619e-05 -0.0013688691895495748 -0.0010721933115342018 -0.00075574208126672556 -0.0013350007483852898 0.0010871315890411235 -0.00085846878760326823 -0.00085914336143983903 0.00091189916831430811 -4.2018244778673076e-05 0.00085618935353722427 -0.00057590769172755009 0.0011101493160811816 -0.00058879400619062626 0.00052800039480124577 0.0013505351361340135 -1.8421284182645486e-05 0.0011058414740185182 -0.0008787458040452412 0.00054238954504332807 0.00078617376762807236 0.0010551642422630518
leaf_weight=0.0010831359473183469 0.0013874026757845206 0.0012168446056699525 0.0011561675629390691 0.0010548529424330147 0.0012707355503209783 0.0013087706095213933 0.0010196199576659737 0.0011897622358835727 0.0010091940256504728 0.0010181948381640096 0.0010601030898487176 0.0011445620663899101 0.0016652090101398577 0.0010749812453898491 0.001263193007797537 0.0012193781278853075 0.0015294443609157327 0.0060576370838886289 0.001364139800255515 0.0012281163862581943 0.001373111028729391 0.0012182428246205728 0.0023184001555999201 0.0011248198613493772 0.0019125254846177331 0.0010069015885720844 0.0011961568976701642 0.001126768826146928 0.0010534441490079871 0.0010717724208006985
leaf_count=181 71 180 230 66 78 74 173 246 40 246 219 67 168 95 169 18 49 881 37 38 102 30 114 38 160 32 51 33 15 9
internal_value=0 1.39833e-05 -1.37759e-05 1.88776e-05 4.74612e-05 1.55164e-05 0.000283955 -7.87462e-05 -3.92272e-05 -0.000135124 -7.3473e-05 -1.8661e-05 -0.000675867 9.91366e-05 2.97425e-05 0.000109645 0.000201775 0.000295622 0.00014772 1.26932e-05 0.000215693 0.000413703 0.000143306 0.000630328 0.000394968 0.000339946 0.000164833 -0.000189403 8.06711e-05 0.000560257
internal_weight=0 0.0426405 0.0414236 0.0402674 0.0392126 0.0378252 0.0098304 0.0279948 0.026805 0.0213942 0.020376 0.0193159 0.00293594 0.01638 0.015305 0.0140418 0.0128224 0.0116779 0.00852163 0.00715749 0.00613787 0.00490975 0.00353664 0.00456679 0.00344197 0.00541079 0.00440389 0.00232293 0.00711108 0.00208097
internal_count=3910 3729 3549 3319 3253 3182 568 2614 2368 2203 1957 1738 246 1492 1397 1228 1210 1143 494 457 284 246 144 247 209 165 133 84 896 49
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=19
num_cat=0
split_feature=4 14 158 49 52 13 12 160 133 457 0 42 16 4 16 43 2 150
split_gain=0.000127541 0.000162594 0.000175861 0.000156483 0.000231771 0.000273136 0.000218714 0.000143994 0.000222664 0.000201659 0.000204605 0.000243853 0.000292319 0.000228812 0.000117841 0.000212289 8.85611e-05 8.62675e-05
threshold=0.50657000000000008 -0.13131999999999996 0.085745000000000002 0.079765000000000016 0.11401500000000002 -0.15078499999999997 0.078515000000000015 -0.081069999999999989 -0.0023199999999999996 -0.0015249999999999997 -0.053834999999999994 0.089470000000000008 -0.072359999999999994 0.0021050000000000005 0.054425000000000008 -0.17307499999999998 0.098195000000000018 0.081245000000000026
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 16 -5 -7 -9 -10 11 12 17 -14 -12 -16 -3 -11
right_child=-2 2 -4 6 -6 7 -8 8 9 10 14 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0018789368017766864 0.0017108632656855974 0.00040666197370051789 -0.0018231571296289531 0.0022726629325109556 -0.0018175036321881877 0.0014399021776227449 -0.00068019873221487166 -0.0025607957482074108 -0.0022255947849362475 0.00029723571743597155 0.00021231462915839949 0.0023267167869882497 -0.0029963672056705333 0.00034001102143988159 4.0974901800597946e-05 -0.0032226019581230135 0.0023294534976898494 0.0022946184661878622
leaf_weight=0.001290230984196227 0.0010581171051428076 0.0010028096893238631 0.0013162792769423606 0.0018505566303499968 0.0017934420356011107 0.0013082990462009439 0.0010251277910266338 0.0010909127163741825 0.0010874675569813594 0.0011057662963663813 0.0015527087916368349 0.0016984277641756695 0.001068486154718773 0.0010942234041984022 0.001011069959474753 0.0010885430242080218 0.0016944749900975609 0.0011708402039225518
leaf_count=83 213 61 335 160 399 233 456 668 143 219 84 261 194 37 22 179 94 69
internal_value=0 -0.000109661 -5.70701e-06 0.00011018 -6.94494e-05 0.000126809 0.00122002 -0.000175446 -0.000352024 -0.000130505 0.000102215 0.000674114 4.18479e-05 -0.00130833 -0.000858865 -0.00165102 0.00161459 0.00132447
internal_weight=0 0.0232497 0.0219594 0.0206432 0.0177675 0.015974 0.00287568 0.0132767 0.0119684 0.0108775 0.00979007 0.00613774 0.00443932 0.00216271 0.00365232 0.00209961 0.00269728 0.00227661
internal_count=3910 3697 3614 3279 2663 2264 616 2109 1876 1208 1065 780 519 231 285 201 155 288
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=20
num_cat=0
split_feature=43 40 42 151 457 2 160 13 52 4 0 0 0 15 52 47 52 1 0
split_gain=0.000152308 0.00021494 0.000233357 0.000167175 0.000255755 0.000241946 0.000256391 0.000198386 0.000201929 0.00022898 0.00015726 0.000253413 0.000190906 0.000179327 0.0002085 0.000202901 0.000147206 0.000113593 5.66328e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 -0.084129999999999996 0.084485000000000018 -0.14847999999999997 -0.11175999999999998 -0.083354999999999985 0.10701500000000001 -0.23071499999999998 -0.075584999999999986 -0.099864999999999995 -0.053834999999999994 -0.095799999999999982 -0.080899999999999986 0.092255000000000018 0.092885000000000009 0.096630000000000008 -0.086969999999999978
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 -5 -7 16 9 -9 11 13 -12 15 -15 -11 17 18 -8
right_child=-2 2 3 5 -6 6 7 8 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0015974068538311171 -0.001474258026670482 -0.0015953014356837548 0.00020502925892712087 0.0020060875760082439 -0.00212631439631559 -0.0017307714823367266 0.00014540711664000718 -0.0017621529062275391 0.0013026354535253988 -0.002070523743749054 0.0016270443693066614 -0.0021154402009236619 -0.00031817715979364392 -0.00068039462792790766 0.0015111422779785643 0.00034296877950635289 -0.00031004510174814697 0.0022441465943205561 0.0014124736752344344
leaf_weight=0.0012223189980485874 0.0010030318681508018 0.0013234871162872827 0.0015640796884889277 0.0010069877820273422 0.0012131188684683103 0.0010599055933247217 0.0010497421821892283 0.0012697191838992846 0.0013837360039901112 0.0010201027291191211 0.0015166682078368576 0.0010236705372344002 0.0014168488900322017 0.0010498395157498841 0.0015772700069867059 0.0010030435689358796 0.0010932424940013341 0.0011887400066075138 0.0010001320798531605
leaf_count=164 240 209 225 76 119 394 250 190 189 76 271 695 152 51 84 35 111 166 213
internal_value=0 4.26218e-05 -4.47134e-05 5.57024e-05 -0.000813334 0.000192369 8.26935e-05 0.000205962 -6.06108e-05 -0.000251594 -2.87654e-05 -0.000399102 0.000687529 -2.12806e-05 0.000635365 -0.000873953 0.000898934 0.00130704 0.000763608
internal_weight=0 0.0229827 0.0217603 0.0204368 0.0027772 0.0176596 0.0166527 0.0155928 0.0112609 0.00987716 0.00860744 0.00567393 0.00293352 0.00465026 0.00262711 0.00202315 0.00433186 0.00323861 0.00204987
internal_count=3910 3670 3506 3297 344 2953 2877 2483 1743 1554 1364 941 423 246 135 111 740 629 463
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=46 14 151 31 1374 156 4 14 32 403 156 3 41 38 39 42 1456 2 12 15 3 159 16 15 15 151 52 13 457 133
split_gain=0.000975029 0.00105581 0.00091249 0.000863856 0.000820332 0.000821106 0.000845045 0.000845997 0.000824832 0.000817713 0.00076288 0.000809465 0.000863118 0.000800181 0.00088654 0.00105676 0.00087811 0.000695467 0.00119956 0.00102597 0.000696196 0.000691918 0.000652974 0.000794924 0.000636635 0.000591805 0.000527477 0.000537538 0.000453567 0.000530049
threshold=-0.046924999999999994 0.077685000000000018 -0.52174999999999983 -1.0000000180025095e-35 0.098580000000000015 -1.0000000180025095e-35 0.28937500000000005 -0.46879999999999994 0.075380000000000016 -0.092224999999999988 0.11223000000000001 -0.15464999999999998 0.07677500000000001 0.10386000000000002 0.16168500000000002 -0.10770999999999999 -1.0000000180025095e-35 0.097940000000000013 0.10106500000000002 -0.095799999999999982 0.16699000000000003 0.094195000000000015 -0.096824999999999981 -0.11739999999999999 0.05377500000000001 -0.08373499999999999 0.10701500000000001 0.10741000000000002 0.085130000000000025 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 -7 11 26 13 14 15 -13 -17 19 20 22 24 25 23 -18 -19 -21 27 -11 29 -27
right_child=1 -3 3 4 -6 6 7 8 -10 10 -12 12 -14 -15 -16 16 17 18 -20 21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.001042448581114875 -0.0013169881937159253 -0.0011936186215053329 0.00087263054096321639 -0.0013729430649534939 -0.0013693234629423724 -0.0013729192377565889 -0.00057556823897105165 0.0008448007035925624 -0.00040528872247609464 0.00075018360686181305 -0.0013729989516525971 -0.001101963958288159 -0.0013650648897082327 -0.0011253558316505754 0.0010016285301019093 -0.00095802554153230841 -0.001033441360189813 0.00042390182926986585 -0.00073446466835089003 -0.0007881784586446476 0.0012403305663641823 -0.0011369219904166928 -0.001258240962684037 0.00052275829036220987 -0.00062655481893901716 0.00015321112532591809 0.0011823308380862058 -0.00050368440295197909 0.00087057398135625768 -0.0008938961988447365
leaf_weight=0.0011115424654803965 0.0013925916822792308 0.002177200391525024 0.0014006431756712337 0.0010913714865932169 0.0011445120257871358 0.0011681996692654009 0.0016900353457529604 0.0040546141523551951 0.0013182306503694008 0.0012023756970904664 0.001035912509823155 0.0022818784297018438 0.0012435711836822341 0.0016907006264732507 0.0011991929881958177 0.0022722290662984248 0.001254446520690955 0.00619472899277973 0.0021118940768998238 0.0014252609680820436 0.0015866303510154722 0.0010062580116625411 0.0025251838909668917 0.0012206362459816766 0.0013189128609170098 0.008870693268042143 0.001189972345514434 0.001388636078587524 0.0014391221307334954 0.0010154435065725673
leaf_count=31 63 124 110 191 34 438 42 268 22 36 126 161 69 36 19 272 35 205 114 118 70 97 126 37 37 759 10 17 26 217
internal_value=0 -0.000255422 -0.000219418 -0.000191799 -0.000219439 -0.000194511 -0.000169637 0.00027161 0.000538091 -0.000239448 -0.00020899 -0.000180576 -0.000239874 -0.000202474 -0.000158795 -0.000199104 -0.000135204 -7.28186e-05 0.00019768 -0.000234511 0.000414002 -4.09359e-05 -0.000767077 -0.000265971 0.000239509 4.55582e-05 0.000425685 7.81811e-05 0.000150482 4.56587e-05
internal_weight=0 0.0589111 0.0567339 0.0553413 0.0539406 0.0527961 0.0517048 0.00706288 0.00537284 0.0446419 0.0434737 0.0424378 0.0386568 0.0374132 0.0357225 0.0345233 0.0322414 0.0299692 0.0112122 0.018757 0.00910027 0.0137568 0.00500027 0.00247508 0.00751364 0.0127505 0.00378098 0.00259101 0.0113253 0.00988614
internal_count=3910 3879 3755 3692 3582 3548 3357 332 290 3025 2587 2461 2398 2329 2293 2274 2113 1841 426 1415 312 1217 198 72 242 1120 63 53 1002 976
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=45 14 1373 156 156 1213 123 375 376 151 4 483 1348 1456 133 1374 52 42 49 147 48 160 51 1 52 151 43 2 0 9
split_gain=0.00113977 0.00135162 0.00104441 0.00102816 0.00094854 0.000960413 0.000963424 0.000883438 0.00106066 0.000859195 0.00119028 0.000891497 0.000836039 0.000863064 0.000684377 0.000723032 0.000747992 0.000826306 0.000643479 0.000744607 0.000838206 0.000827988 0.000604016 0.000567408 0.000551847 0.000749211 0.000655577 0.000901825 0.000519094 0.000517099
threshold=-0.080134999999999984 0.077685000000000018 0.099250000000000019 -1.0000000180025095e-35 0.11896500000000002 -1.0000000180025095e-35 0.13456000000000004 0.08673500000000002 0.088415000000000007 -0.40391999999999995 0.50657000000000008 0.10297500000000001 0.090050000000000005 -1.0000000180025095e-35 0.11253500000000001 -0.094679999999999986 -0.048794999999999991 -1.0000000180025095e-35 0.11115500000000002 0.097430000000000003 -0.031569999999999994 -0.089989999999999987 0.090560000000000015 0.10786000000000001 -0.087094999999999992 -0.08373499999999999 -0.074254999999999988 0.096970000000000015 -0.071924999999999989 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 -7 11 12 13 -11 15 22 24 23 19 20 -19 -22 -15 -18 25 -17 28 -28 -27 -23
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 18 -20 -21 21 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012940205765867648 -0.0012937507344521462 -0.0010867144513154038 -0.001202713208861841 -0.00078950231663946614 -0.00095070971434511918 -0.00082436243650437272 -0.0011187767454633104 -0.0010847141093797202 0.0011550615703036819 -0.00086500146769784324 0.0012938326907118286 -0.0010428171087975796 0.0012665116260304813 -0.0012935429372882526 -0.00086353485814870661 -0.000576225061497285 -0.001164100716763607 0.0010332330324720224 0.00089370150382927539 -0.00098399232617894989 -0.00073197083899408663 0.00022650856277406294 0.00010588970878161507 9.0128211549723731e-05 0.00096002625015926841 8.5584607786613382e-05 -0.00090597981416956229 0.00056739307637100882 0.0010720863521234334 -0.00071134780326088975
leaf_weight=0.0010489089328302717 0.0010125063962407302 0.0020956719415226024 0.0012400241195251729 0.0021743800674557381 0.0016271173826178922 0.0016105948849052245 0.0010820851677149071 0.0010057602569437654 0.0016643957155106906 0.0014950135657239008 0.0014415455311240768 0.0011151300006027034 0.0010544652556383474 0.0010117872089736571 0.0011137848534679131 0.0013398907727597562 0.0014168236179795115 0.0016459441235543429 0.0018314333744124936 0.0010201767741122572 0.0019295610027669765 0.014994969106841616 0.0010537651412505511 0.0010518013780398405 0.0029622542379321723 0.0012461468051765401 0.0011266831620442268 0.0018157271872603076 0.0031473235828425325 0.0010529989568510692
leaf_count=15 193 122 30 576 118 79 23 38 55 227 165 114 38 32 334 94 364 56 52 20 191 411 13 22 143 85 82 85 80 53
internal_value=0 -6.65881e-05 -2.86049e-05 -2.15481e-06 2.20486e-05 5.2252e-05 8.86902e-05 0.000115275 0.000140344 0.000104007 0.000137332 9.89416e-05 0.000129034 9.99608e-05 0.000136243 0.000165056 0.000207103 8.07451e-05 0.000158781 9.35811e-05 0.000149602 6.87001e-05 -0.000579606 -0.000629714 0.000477924 0.000313316 0.000475789 3.22145e-06 0.000792279 0.00016497
internal_weight=0 0.0583798 0.0562841 0.0550441 0.0540316 0.0524044 0.0502301 0.049148 0.0481422 0.0464778 0.0448672 0.0434257 0.0423106 0.0412561 0.0397611 0.0386473 0.0365817 0.0249437 0.0224751 0.0206436 0.0196235 0.0179775 0.00206555 0.00246862 0.011638 0.00867577 0.00733588 0.00294241 0.00439347 0.016048
internal_count=3910 3895 3773 3743 3550 3432 2856 2833 2795 2740 2661 2496 2382 2344 2117 1783 1738 1169 783 731 711 655 45 386 569 426 332 167 165 464
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=156 151 146 147 123 1456 1373 156 4 11 133 457 1213 0 0 132 3 40 3 52 52 1 3 1 4 12 4 0 49 15
split_gain=0.000997809 0.00089139 0.000910275 0.00150052 0.000840931 0.000866187 0.00089504 0.000805335 0.000921199 0.000876479 0.000892773 0.000690185 0.00062845 0.000546839 0.000930227 0.000642702 0.00057861 0.000637163 0.000869893 0.000565774 0.000788862 0.000699658 0.000635648 0.000580422 0.000482983 0.000403275 0.000383201 0.000565795 0.000362881 0.000331194
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10949000000000002 0.088565000000000019 0.13456000000000004 -1.0000000180025095e-35 0.099250000000000019 0.11896500000000002 0.50657000000000008 0.088315000000000018 0.10681500000000001 0.41137000000000007 -1.0000000180025095e-35 -0.074904999999999985 -0.23029999999999998 0.080815000000000012 0.13772500000000001 0.057150000000000006 0.045635000000000002 0.084890000000000007 1.0000000180025095e-35 0.095575000000000007 0.11476000000000001 0.093575000000000019 0.08734500000000002 0.081080000000000013 -0.030814999999999995 0.12346000000000001 -0.081419999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 12 -7 14 -14 16 17 18 24 20 21 22 28 -21 26 -12 27 -15 -16 -30
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 25 -13 13 15 19 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014004058756799879 -0.0013172492193957203 -0.00095598960699601397 -0.0013030333421307297 0.00099737667079260084 -0.0012393231440424783 -0.00060320681322223978 -0.0012592503756564655 -0.0010129423608571946 0.0013326135151114106 -0.00091754995636533678 -0.00016191645415923511 -0.00068015359432250686 0.00083139887930328037 0.00066691454223960674 -5.5240065672853352e-05 0.0012820590355576028 0.0010367035392388107 0.0011400141835771615 -0.00098939578987082577 -0.0014004315589420835 0.00091209327085228504 0.00028984366299445304 0.00045581398418873605 -9.4948162511904961e-05 0.0010217367135390855 -0.0014005951734015738 -0.00053907049426622495 -0.00021450358216476242 -0.0013965360289851898 -0.00045563425898995536
leaf_weight=0.0010301885450610939 0.0010012474638756421 0.0017492893790449484 0.0010044361133623161 0.0030368065205195185 0.0010804438315634704 0.0017607861827974572 0.0010027572884396809 0.0012852143142012542 0.0011790884457454345 0.0016662355253602703 0.0010371537342521711 0.0017853309750108784 0.0028572597226492599 0.0032255264847167488 0.0012937789262554835 0.001641998233326448 0.0020501263345460439 0.0013215809594253622 0.001245108206873625 0.0010999296457178112 0.0019309462623589022 0.0056247577336621113 0.0012715571824060135 0.0016998811617412457 0.001380820718248188 0.0010244921485471625 0.0014028821034850585 0.0025626613468645587 0.0015294147176725375 0.0014097758464159975
leaf_count=197 65 321 11 154 22 470 28 108 189 72 27 31 41 134 64 51 37 13 49 317 111 176 13 65 28 440 119 40 326 191
internal_value=0 -8.72641e-06 1.68825e-05 4.33157e-05 -1.81735e-05 1.04848e-05 4.86578e-05 7.89564e-05 0.000112368 7.71228e-05 0.00011945 0.000169299 0.00021225 0.00025505 9.59086e-05 0.000455896 0.000353039 0.000227206 0.000104322 -3.65934e-05 8.5864e-05 -5.74879e-05 -0.000412406 -0.000607818 0.00026319 -0.000777452 0.000117534 0.000276676 -0.000673214 -0.000945235
internal_weight=0 0.0521613 0.05116 0.0501556 0.0471188 0.0460384 0.0442891 0.0432863 0.0420011 0.040822 0.0391558 0.0370941 0.0353088 0.033548 0.0187173 0.0148307 0.0131887 0.0111386 0.009817 0.01586 0.0130602 0.0111293 0.00550453 0.00279981 0.00857189 0.00206165 0.00719107 0.00578819 0.00423297 0.00293919
internal_count=3910 3713 3648 3637 3483 3461 3140 3112 3004 2815 2743 2276 2245 1775 1304 471 420 383 370 1263 881 770 594 382 321 467 293 174 581 517
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=21
num_cat=0
split_feature=44 15 14 158 159 2 50 15 151 3 123 2 49 1 3 48 12 12 3 3
split_gain=0.000132309 0.000198408 0.000217019 0.000167387 0.000188683 0.000201784 0.000197116 0.00021923 0.000191903 0.00017777 0.000223372 0.000337697 0.000280421 0.00023034 0.000270996 0.000200797 0.000202716 0.000166365 0.000153983 0.000107125
threshold=1.0000000180025095e-35 -0.23821499999999998 -0.46360499999999999 0.085745000000000002 0.073745000000000019 0.089910000000000004 0.084340000000000012 -0.11739999999999999 -0.086769999999999986 -0.015794999999999997 0.084845000000000018 0.113945 -0.07107999999999999 0.095575000000000007 0.097615000000000021 0.085790000000000019 0.10333000000000002 0.084100000000000022 -0.100615 -0.17479499999999998
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 6 -6 7 -3 -9 15 11 12 -11 14 -14 16 17 19 -19 -10
right_child=-2 3 -4 -5 5 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.00037494877774269024 -0.0014855933511386213 -0.0016029158887808884 0.0020584586642621036 -0.0015780113433511284 -0.00014632609759121919 0.0024637974832035325 -0.0019641573173435874 0.001660455558534528 -0.00040616344195894011 -0.0015766869349071685 -0.0023339082236504376 -0.0021884749178373531 -0.0015718861033841389 0.0021007203480137692 0.0013130914414450231 0.0019673943223952554 0.0017706959052441909 0.00012755226067531563 -0.0020510535707687154 0.0015016833809885972
leaf_weight=0.0010709714518171154 0.0010669059290364649 0.0014600101094469986 0.001644941687450995 0.001289387798621088 0.0010320921837445587 0.0010652952771297297 0.0010055307209418376 0.0012833275614303466 0.001017990447877537 0.0011076391659505802 0.0010103102283092191 0.0012134732588173769 0.0010623532015525796 0.0015175414850121527 0.0012594384602948594 0.001258051623352241 0.0010425669068568344 0.0010465874536023058 0.0012721359183627727 0.0010667201580760689
leaf_count=71 71 180 229 328 170 178 627 171 28 53 47 58 77 66 23 118 183 140 980 112
internal_value=0 2.88572e-05 0.00109889 -0.00010946 -1.34445e-05 0.0011794 -0.000155404 -4.59599e-05 0.000104004 -3.99576e-05 -0.000500399 -0.000199704 0.000288134 0.00082613 -6.95169e-06 0.000452537 0.000102598 -0.000292344 -0.00106771 0.000570058
internal_weight=0 0.0237264 0.00271591 0.0210105 0.0197211 0.00209739 0.0176237 0.0166181 0.0151581 0.0138748 0.00717076 0.00616045 0.00494697 0.00383933 0.00232179 0.00670405 0.005446 0.00440343 0.00231872 0.00208471
internal_count=3910 3839 300 3539 3211 348 2863 2236 2056 1885 324 277 219 166 100 1561 1443 1260 1120 140
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=156 45 14 156 375 403 403 151 4 480 1374 38 2 15 1374 123 43 2 0 13 151 15 1 4 52 0 13 2 52 49
split_gain=0.00132186 0.00111649 0.0014717 0.000841633 0.000755226 0.000692218 0.000684258 0.000704356 0.000781812 0.000698932 0.0005921 0.000600123 0.000648538 0.000806049 0.000689054 0.00075173 0.000920099 0.000812889 0.000637106 0.000600356 0.00052578 0.000436192 0.000422912 0.000652082 0.000527771 0.000410092 0.000386937 0.000386874 0.000353879 0.000633892
threshold=-1.0000000180025095e-35 -0.080134999999999984 0.077685000000000018 0.11896500000000002 1.0000000180025095e-35 -0.088854999999999976 0.10020000000000001 -0.40391999999999995 0.50657000000000008 0.08456000000000001 0.089520000000000016 0.12641000000000005 0.097940000000000013 -0.13578499999999996 -0.094679999999999986 0.092740000000000017 -0.11046999999999998 0.093070000000000014 -0.23029999999999998 0.076210000000000014 -0.08373499999999999 0.17176000000000005 0.095155000000000017 -0.026614999999999996 -0.082554999999999976 -0.074249999999999997 0.10534500000000001 -1.0000000180025095e-35 0.11588000000000002 0.13069500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 -9 -15 16 25 18 -18 20 -20 26 23 -22 -25 -16 28 -24 -14 -30
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 21 14 15 -17 17 -19 19 -21 22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0013729764201640437 0.0013733101905156347 -0.00087990819042758537 -0.0012138959787162296 -0.00099084533499845103 -0.0011399315900540807 -0.00081721449465200363 -0.00092135262992186983 -0.00078883075338428824 0.0012847144844896727 -0.0009788721148799597 -0.00086676043375961596 -0.00080445625957941834 0.00075074844083508141 -0.00085087759625363955 0.00022031396574764912 -0.00095458547147453312 0.0010166956194141573 -0.00091641968303494753 -0.00071594271592813276 0.00097593824492060407 0.00027772556491261781 -0.0002570981213479653 0.0011777634173483916 5.2997572426365966e-05 -0.001271227741646219 0.0011184532020508888 -3.9054160752027875e-05 0.00019666643001197844 -0.00049593431691085429 0.0009147208324542564
leaf_weight=0.0013747875499977571 0.0010782431198776967 0.0014150325714357139 0.0019312968743085959 0.0015404318470002556 0.0010004916975807623 0.0014510658158641823 0.0012143400138565066 0.0018959963294795648 0.0011249299746349797 0.0010539786269196929 0.0010440519504530945 0.0011316731911961133 0.0085964549519363942 0.0012359639406938063 0.0014300375138800447 0.0010026409357806179 0.0016057008597272085 0.0013394113958649098 0.0016766178827194453 0.0013068815099175355 0.0032204879557064976 0.0015213943659446736 0.0010645081257019129 0.0010249034111846633 0.0012703444183148893 0.0029039283349572243 0.0019789736438511349 0.0026268822713504392 0.0012991023080597417 0.0011162641046826849
leaf_count=197 15 492 118 119 50 81 273 125 175 156 59 19 411 41 82 16 13 126 145 24 500 36 41 67 182 39 60 149 72 27
internal_value=0 -9.15521e-06 -3.83697e-05 7.87547e-06 4.02287e-05 6.55928e-05 9.52343e-05 0.00012334 0.000155475 0.000124752 0.00015362 0.000180764 0.000210015 6.96015e-05 0.000144577 0.000204675 0.000264374 0.000104673 0.000203806 9.67353e-05 -8.83629e-06 0.0004384 0.000119928 -0.000120776 -0.000679918 0.000822103 0.000519852 0.000479591 0.000620295 0.000156001
internal_weight=0 0.052102 0.0510238 0.0490925 0.0475521 0.0465516 0.0451365 0.0439222 0.0424711 0.0413462 0.0402922 0.0392482 0.0381165 0.0236043 0.0217083 0.0204723 0.0194697 0.0151357 0.0137963 0.0121906 0.0108837 0.0145122 0.00920713 0.00551574 0.00229525 0.00433397 0.0129908 0.00369139 0.0110118 0.00241537
internal_count=3910 3713 3698 3580 3461 3411 2919 2646 2565 2390 2234 2175 2156 1550 1425 1384 1368 1247 1121 1108 1084 606 939 749 249 121 570 190 510 99
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=156 146 147 1456 375 453 156 4 11 403 403 1374 51 52 39 52 47 47 39 4 15 156 160 13 151 48 4 4 15 51
split_gain=0.0010172 0.00095607 0.000992103 0.000966032 0.000943606 0.000678853 0.000700312 0.00106508 0.000791376 0.000810267 0.000679646 0.00073238 0.000535433 0.000577786 0.00132256 0.000869527 0.000567561 0.000994394 0.000628599 0.000393502 0.000573153 0.000603118 0.000540392 0.00057197 0.000447183 0.000449703 0.000380419 0.000812249 0.000469634 0.000426494
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.088065000000000018 0.089535000000000017 0.11896500000000002 0.50657000000000008 0.088315000000000018 0.096520000000000009 -0.088854999999999976 -0.094679999999999986 0.013805000000000001 0.11401500000000002 0.083240000000000022 0.10701500000000001 0.13206500000000002 0.10783500000000001 -1.0000000180025095e-35 -0.49837999999999999 -0.0063699999999999989 0.086635000000000004 0.084835000000000008 -0.081534999999999982 -0.029339999999999995 0.099240000000000009 0.0051950000000000008 -0.0025899999999999994 -0.035939999999999993 0.13118000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -5 -12 13 15 -15 16 17 18 -13 -20 22 -22 23 -21 -25 -26 27 28 -14 -28
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 12 26 14 -16 -17 -18 -19 19 20 21 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.001428407932096834 -0.001061288489784277 -0.0013337772090186173 0.00083086439968172289 -0.00087755974686397613 -0.001340295094599091 -0.0011029759931151623 -0.00095237620044705566 0.0013830007866509494 -0.0009169322973803768 -0.0010751278613396094 -0.00072159550295600118 -0.0010226776194797412 0.00099314379016864486 -0.0013860019286706575 0.00070626106942685936 0.0014056618854663078 -0.00078129641219193641 0.00097419254249834239 -0.00066590476985012661 -0.00088410678491111598 0.0002774034731761942 0.0013514986668473883 0.00057318241020702513 -0.00076519215628165368 -0.00012921664334019251 0.0010231619804803031 0.0013939609900593952 -0.00083461242880805318 9.4112377839886246e-05 0.00022372616115287031
leaf_weight=0.0010621501502557909 0.0018062262709571666 0.0011002425285369091 0.0028495670039845314 0.0013215077211379258 0.0010421564066511726 0.0010459217305509574 0.0013481739480800661 0.0012673777919300902 0.001645453252358208 0.0011742623307159352 0.0018104219920935796 0.0010352777138242777 0.0024842272838101476 0.0015152272759064713 0.0010390082226763298 0.001124680415141909 0.0013436959230688208 0.00277619892856129 0.0012099745402451697 0.0022142570264769238 0.0077868046168768842 0.0012357840824250843 0.0018754397340356999 0.0010800840871354467 0.0018123996413108561 0.0011164239273284693 0.001720875040436276 0.0010306524774676973 0.0022672712204299117 0.0010072443543620579
leaf_count=197 323 11 148 494 32 43 110 195 72 266 63 42 121 207 10 22 26 75 50 209 543 32 136 54 158 23 33 47 138 30
internal_value=0 -1.64559e-05 1.19707e-05 -3.65054e-05 3.44623e-06 3.43676e-05 6.12551e-05 9.31134e-05 5.38416e-05 9.3794e-05 0.000129164 0.000164654 0.000209629 0.000111689 -0.000534914 0.000178796 0.000120046 0.000174743 6.01407e-05 0.000121294 0.000176927 0.000424518 -9.89124e-05 -0.000301458 2.03593e-05 0.000310053 0.000522258 0.000314827 0.000564153 0.000961901
internal_weight=0 0.0520868 0.0509866 0.048137 0.0463308 0.0452886 0.0442427 0.0428945 0.0416272 0.0399817 0.0388075 0.0374859 0.0356755 0.0271653 0.00255424 0.024611 0.0234863 0.0221426 0.0193664 0.0183312 0.0171212 0.00902259 0.0080986 0.00622316 0.00400891 0.00292882 0.00851027 0.00578215 0.0047515 0.00272812
internal_count=3910 3713 3702 3554 3231 3199 3156 3046 2851 2779 2513 2019 1956 1587 217 1370 1348 1322 1247 1205 1155 575 580 444 235 181 369 306 259 63
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=45 14 123 123 133 50 151 155 1 50 51 51 3 3 52 47 13 51 2 1 42 4 159 49 3 4 49 0 3 12
split_gain=0.00109482 0.00132398 0.000810857 0.000801217 0.000959001 0.000873029 0.000783538 0.000819648 0.000863117 0.00108353 0.000701538 0.000716314 0.000585707 0.000790009 0.000826822 0.000483808 0.000559763 0.000905946 0.000735307 0.000522022 0.00046131 0.000416402 0.000700446 0.000567161 0.000503466 0.000470636 0.000836652 0.000421099 0.000393607 0.000351038
threshold=-0.080134999999999984 0.077685000000000018 0.13456000000000004 0.091310000000000016 0.10681500000000001 0.14262000000000002 -0.40391999999999995 0.090655000000000013 0.10113500000000002 0.086465000000000014 -0.40274499999999996 -0.11830999999999998 -0.15464999999999998 0.10223 0.10599500000000002 0.086785000000000015 -0.071149999999999977 0.12342500000000002 0.11260500000000001 0.13213500000000003 -1.0000000180025095e-35 -0.043059999999999994 0.089615000000000014 -0.085974999999999982 0.090325000000000003 0.05309500000000001 -0.080034999999999981 -0.084664999999999976 -0.11171999999999999 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 3 4 5 6 -2 8 9 12 -10 -12 -8 14 20 16 -13 18 -18 -17 -14 22 28 -23 25 26 -25 -28 -22 -30
right_child=1 -3 -4 -5 -6 -7 7 -9 10 -11 11 15 13 -15 -16 19 17 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0013464250038166237 -0.00089045964527108582 -0.0011672244944513736 -0.0011803190218217328 0.00093446154978446495 -0.00090930298159433843 -0.0011325158148015753 0.0005703440884100374 -0.0010190495379495752 -0.00050923155789091821 -0.0013460239847197942 0.0012385596260841869 0.0010522962065854279 -0.00070204490748097543 0.00054907457248970525 -0.0012137651057800786 -0.00026428349051078957 0.00017284098074403194 -0.00061861729402380402 0.0012236282554671594 0.00081228855615200876 0.0012126895591127826 -0.0010302267014835626 -0.00067967940392446027 0.00033548820029562064 0.0006181390212936349 0.00027312645058413896 -0.0013237284355048235 -0.00023284489108601334 0.00067999907642120403 -0.00032118478018665543
leaf_weight=0.0010469831795489873 0.0015195391822686579 0.0018333516167365884 0.0010379968260671993 0.0016829416810364419 0.0020576947249291147 0.0011413947156164719 0.0030987911213458041 0.0011685853605380983 0.00154111094374798 0.0010929189968337241 0.0018106434670599461 0.0025537359688962988 0.0019530527101370146 0.0032843794487007463 0.0012753136507426257 0.0035553967042449832 0.0031213283089872616 0.0014763447355790049 0.0019664349830303962 0.0010589571062382674 0.0012082667781214695 0.0012098597876990516 0.0010168597826583081 0.0014840633560027072 0.0016635291708553268 0.002343565963876415 0.0017268274917607756 0.0010194867275617218 0.0016130764429504894 0.0010456976836761278
leaf_count=15 79 122 24 124 503 42 54 201 46 408 32 212 535 38 237 87 147 31 80 23 11 63 55 32 28 123 203 93 41 221
internal_value=0 -4.35634e-05 -2.95321e-06 2.16414e-05 -1.03587e-05 2.98979e-05 5.95082e-05 9.28547e-05 0.000123704 -3.54559e-05 0.000356945 0.000442828 2.43678e-05 -5.68004e-05 -0.000170124 0.000337908 0.00051763 0.000309621 0.000578973 -1.72189e-05 -8.83909e-05 -4.76252e-06 0.000314327 -0.000169719 -4.33343e-05 -0.000210719 -0.000478763 -0.000918771 0.000575707 0.000286233
internal_weight=0 0.0525611 0.0507278 0.0496898 0.0480069 0.0459492 0.0448078 0.0432882 0.0421196 0.0250357 0.017084 0.0155428 0.0239428 0.020844 0.0175596 0.0137322 0.00911784 0.00656411 0.00508776 0.00461435 0.0162843 0.0143312 0.0048839 0.00944733 0.00823747 0.00657394 0.00423038 0.00274631 0.00386704 0.00265877
internal_count=3910 3895 3773 3749 3625 3122 3080 3001 2800 2142 658 612 1734 1680 1642 580 470 258 227 110 1405 870 328 542 479 451 328 296 273 262
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=21
num_cat=0
split_feature=133 0 2 13 15 147 41 47 1 49 15 50 49 3 4 52 15 0 3 4
split_gain=0.000201503 0.000181343 0.000202991 0.000303654 0.000200962 0.000246081 0.000231374 0.000178039 0.000287276 0.000215461 0.000621856 0.000228352 0.000253411 0.000187204 0.000227676 0.000183635 0.000231382 0.000176261 9.93875e-05 6.8827e-05
threshold=0.10681500000000001 0.055865000000000005 0.10836000000000003 0.019675000000000002 0.10363000000000001 0.089245000000000005 0.078150000000000011 0.086425000000000016 0.12958500000000003 -0.0057999999999999987 -0.033649999999999992 0.086465000000000014 0.090775000000000008 -0.0026499999999999996 0.0057500000000000008 -0.069134999999999988 -0.0039399999999999991 -0.10131499999999999 0.11265500000000002 -0.078094999999999984
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 4 3 -3 5 6 7 9 17 10 13 12 15 -1 -15 -11 -17 -9 -10 -18
right_child=-2 2 -4 -5 -6 -7 -8 8 18 11 -12 -13 -14 14 -16 16 19 -19 -20 -21
leaf_value=0.001841937524185724 -0.0017912798970183114 0.0018563098295378922 0.0023478088436876413 -0.0011587513539861646 -0.0015526161170206186 0.0016797283510314549 -0.0016693992959103759 -0.00071826834408277474 0.001460672828801369 0.00035479888498137526 -0.0031416289065937979 -0.00090888769475908537 -0.0006386791343488058 -0.0014463631525742406 0.001178537123309002 0.0035367534930398387 0.0019791037474687408 -0.0027937496542851502 -0.00031977674199742517 0.00057726653185604434
leaf_weight=0.0010533141769839549 0.0010248966864518086 0.0010032376904272047 0.001091048915395243 0.0011988296616110006 0.0014477797438113829 0.0013421361205541152 0.0014408727617558617 0.0019974380799979707 0.0010017508873654268 0.0017861766828267626 0.0010485078644157922 0.0012128690812727161 0.0012351781385627203 0.0011708466354427571 0.0010032766727210429 0.0010464535692291613 0.0010901411624246685 0.0010060398974953135 0.0010499622018471655 0.0012064494869899077
leaf_count=137 545 82 71 80 282 122 154 92 19 245 221 340 289 67 34 220 468 261 39 142
internal_value=0 3.89083e-05 0.000921543 0.000214877 -9.85907e-05 8.31415e-06 -0.000113939 1.86112e-05 -0.000616761 0.000289586 -0.00043615 0.000699128 0.00100557 0.000442787 -0.00023507 0.00140152 0.00196079 -0.00141347 0.000549529 0.00124269
internal_weight=0 0.0244323 0.00329312 0.00220207 0.0211392 0.0196914 0.0183493 0.0169084 0.00505519 0.0118532 0.00427595 0.00757727 0.0063644 0.00322744 0.00217412 0.00512922 0.00334304 0.00300348 0.00205171 0.00229659
internal_count=3910 3365 233 162 3132 2850 2728 2574 411 2163 459 1704 1364 238 101 1075 830 353 58 610
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=151 146 147 1456 403 14 156 4 480 11 1374 403 3 1 49 49 133 1132 48 133 3 38 13 16 0 15 47 15 43 3
split_gain=0.00100443 0.000922385 0.00128808 0.000999217 0.000749617 0.000716734 0.000731711 0.000835903 0.000944891 0.000933506 0.000797077 0.000795708 0.000635514 0.000695331 0.000753168 0.000790649 0.00070561 0.000598539 0.000529344 0.000522998 0.000699551 0.000498605 0.00094136 0.000604559 0.000536321 0.000859157 0.000558689 0.000428535 0.000455993 0.00064094
threshold=-0.52174999999999983 0.10949000000000002 0.088565000000000019 -1.0000000180025095e-35 0.096520000000000009 0.077685000000000018 0.11896500000000002 0.51060500000000009 0.086640000000000009 0.088315000000000018 -0.094679999999999986 -0.088854999999999976 -0.12008499999999998 0.085990000000000011 -0.084114999999999981 1.0000000180025095e-35 0.085355000000000014 -1.0000000180025095e-35 0.092930000000000013 0.10599500000000002 0.10666500000000002 0.10386000000000002 -0.15610499999999997 -0.27337499999999998 -0.10575999999999998 -0.11739999999999999 0.13135500000000003 -1.0000000180025095e-35 -0.11652999999999998 -0.14818499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 18 -12 27 14 -14 19 17 -15 -5 20 -16 22 -19 -24 25 -25 -26 -13 -29 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 16 15 -17 -18 21 -20 -21 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-0.0011533202397160476 -0.00093733329931666677 -0.0011439052118838501 0.00083433927241935305 -0.0012433184710002492 -0.00092480576974919451 -0.00094410522578406851 -0.00081846525730183326 0.0011213775385925 -0.00098279177508505235 -0.00077034455208823294 -0.00075096103324648333 0.0011334613019567631 -0.00097032122625388315 -0.00061028287891222856 5.0618795754578207e-05 -0.00082746786129721272 0.0011930105063496605 0.0012435368147316302 -2.3840196970414683e-06 -0.00064252767549650991 0.00091895316186894145 -0.00051934629788995246 -0.00036651878445881039 -0.0003600965496248649 -9.0915655289193953e-05 0.00090979961189901885 0.00075531719633223024 0.00095168406733804026 -0.00041971683270589002 0.00078222080039965804
leaf_weight=0.001160690333222191 0.0017294440334396635 0.0010392746044090009 0.0029698469014327591 0.0010139759683447372 0.0012508967119340122 0.0010930561566395705 0.0013740023370072399 0.0012118721475640184 0.0012689376147313461 0.0017946520887477382 0.001341836844727772 0.0016558941767925717 0.0013450489899629057 0.0012184679020976743 0.0051092615792017286 0.0014364924209027139 0.0012620624298838026 0.0016314141202062845 0.0011169465336138273 0.0010583825504482114 0.0019944565005971526 0.0010911919245586424 0.0021178521657372303 0.001029898048139799 0.0048857723300408462 0.0041150376433307647 0.0016017144353099866 0.001459395296571131 0.001603276326136438 0.0011989455987304496
leaf_count=65 363 11 154 38 288 96 109 156 203 66 457 45 76 10 605 252 145 79 13 50 12 25 58 20 351 72 12 24 42 13
internal_value=0 1.59881e-05 3.91786e-05 -9.00532e-06 2.49512e-05 5.07616e-05 7.49611e-05 0.00010314 7.40035e-05 0.000106646 0.000146707 0.000189122 0.000224343 0.000150652 -9.89053e-05 2.3206e-05 0.000294746 0.000230665 -0.000592869 0.000172921 0.000294414 0.000292869 0.000350488 0.000244531 0.000355782 0.000655596 0.000118013 0.000596652 0.000388069 9.45386e-05
internal_weight=0 0.0530193 0.05198 0.0490102 0.0472807 0.0460298 0.0449368 0.0435628 0.0423509 0.041082 0.0392873 0.0371564 0.0358146 0.0298971 0.0109436 0.00959859 0.0189534 0.0176913 0.00213092 0.0081621 0.00710372 0.0164729 0.0153817 0.0137503 0.0116324 0.00514494 0.00648749 0.00591751 0.00426162 0.00280222
internal_count=3910 3845 3834 3680 3317 3029 2933 2824 2668 2465 2399 2348 1891 1767 995 919 772 627 51 667 617 617 592 513 455 92 363 124 79 55
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=146 147 1456 52 133 375 151 1374 133 43 52 14 1 0 133 1375 16 43 13 131 157 157 49 124 48 3 15 3 9 12
split_gain=0.00116554 0.00115225 0.00105551 0.00101582 0.00114295 0.000986872 0.000802991 0.000810649 0.00084138 0.000849294 0.000835343 0.000735928 0.000737669 0.000926116 0.000838589 0.000727618 0.000727274 0.000786391 0.000704474 0.00069749 0.000761251 0.00116856 0.000806485 0.000676428 0.000657981 0.00064044 0.000617146 0.00101741 0.000773353 0.000655621
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 0.088065000000000018 -0.27336999999999995 -0.094679999999999986 0.11253500000000001 0.14198000000000002 0.41469000000000006 0.077685000000000018 0.076710000000000014 -0.084074999999999997 0.085625000000000021 -0.086529999999999982 -0.25582999999999995 -0.078454999999999983 -0.07409499999999998 0.086070000000000021 -0.072409999999999988 -1.0000000180025095e-35 0.10960000000000002 -0.086009999999999989 0.092930000000000013 0.16699000000000003 -0.26361999999999991 0.11265500000000002 0.084755000000000011 0.11742500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 9 10 11 12 13 -9 15 -14 -15 18 -18 20 -17 -22 23 -23 -8 26 -25 28 29 -28
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 -12 -13 14 16 -16 19 17 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010108993810931804 -0.0013095446243951594 0.00078519659834473438 -0.00095825396092575569 -0.0013060148386512696 -0.00085489895375976126 -0.0012579509444894249 -0.001372719215071971 -0.00065308152061158793 -0.00082034596552274909 0.00094166178459170649 -0.00094897160602108277 -0.00091838686728963929 0.0012897380039744596 0.0011207619707034276 0.0013159632801394842 0.00080415079148710405 0.0011906396270248043 -0.00052995318030112342 1.4614080019903543e-05 0.00081850689408081642 -0.0013640064404425024 -0.00098297161695100593 0.0010796891333879927 0.00072169269877152492 0.00011652232160503743 0.0010827952582012142 0.00032636531397666423 -0.0012238694928673154 -0.0010626991570076526 -0.0007549771993940077
leaf_weight=0.0020615754597095295 0.0013099251045787233 0.0033229670524850255 0.002049702196220248 0.0011850077074044832 0.0016553456764114563 0.0010523730248621624 0.0012145824033140675 0.0036090762602413182 0.0016039325577883448 0.0026753608247656038 0.0012780921858177577 0.0011216716231356996 0.0012706120361087861 0.0012989339645628206 0.0015533837577084144 0.002765055945385341 0.0013775714251984539 0.0030513950701163139 0.0031673714793143404 0.0032247736093737869 0.0010654235944738124 0.0011602979694771412 0.0014991420752039622 0.0020139952103299602 0.0010361988245932707 0.0011644301013440392 0.0077375911231998343 0.0013452904008914865 0.0010574607020714675 0.0012239262578361831
leaf_count=365 11 148 299 217 76 25 37 571 450 49 120 64 19 10 148 103 48 262 124 178 43 26 36 56 13 67 257 20 52 16
internal_value=0 -4.57157e-07 -4.66483e-05 -1.01453e-05 2.69354e-05 5.77721e-05 8.53704e-05 0.000117452 0.000156594 0.00019168 0.00014389 0.000178203 0.000209275 -6.65243e-05 0.00033662 0.000277027 0.000171459 9.13372e-06 0.000371067 0.000223981 0.000132827 3.12122e-05 0.000117626 2.5779e-05 -0.000687113 0.000106263 2.12664e-05 -0.000102864 4.76578e-05 0.00017868
internal_weight=0 0.0598425 0.0565196 0.054458 0.0524083 0.0512233 0.0501709 0.0485156 0.0462648 0.0446609 0.0419855 0.0407074 0.0395857 0.0125043 0.0270814 0.025528 0.00889527 0.00759634 0.00454494 0.0242574 0.0210326 0.0182676 0.0172021 0.015703 0.00225078 0.0145427 0.0133783 0.0113643 0.010019 0.00896152
internal_count=3910 3899 3751 3386 3087 2870 2845 2769 2719 2269 2220 2100 2036 1015 1021 873 444 434 172 854 676 573 530 494 50 468 401 345 325 273
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=21
num_cat=0
split_feature=51 39 13 42 51 48 2 0 0 49 9 49 42 4 16 484 2 13 15 2
split_gain=0.00025936 0.00025451 0.000223215 0.000207089 0.000192641 0.000233053 0.000412187 0.00013745 0.000230812 0.000240388 0.000330776 0.000284749 0.000258097 0.000281628 0.000236787 0.000204129 0.000195478 0.000238282 0.000155702 5.9651e-05
threshold=-0.40274499999999996 0.005105000000000001 -0.088444999999999982 -0.089024999999999979 0.14276500000000003 0.12649500000000002 0.11542500000000001 -0.23029999999999998 -0.14733499999999997 -0.029304999999999998 0.037245000000000007 -0.084114999999999981 0.091955000000000023 0.17888000000000001 -0.084184999999999996 0.073820000000000011 0.086915000000000006 -0.098524999999999988 -0.095799999999999982 0.095040000000000013
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 4 -3 -4 5 6 7 18 -9 11 12 -10 13 14 -11 16 -16 -18 -2 -5
right_child=1 2 3 19 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=-0.002541676256007451 -0.00046424238983586413 -0.00063992899179508215 7.8532491044665405e-05 0.0019748965869610269 -0.0022948520899846022 -0.0023813420947522367 0.0022184703377532275 -0.0019553518873480567 -0.00039677835527085725 -0.0021047082952167862 -0.0030474347120047823 0.0031634074289165265 -0.0020664925636152691 0.0026230612464857215 0.0012052672443521957 0.0021551282872593271 0.00044105775950821713 -0.0027699075023647356 0.00219744941549162 0.003696118356766327
leaf_weight=0.0010065118353888005 0.0010339202970470751 0.0012293342129727769 0.0010487113272255044 0.0010261839445179213 0.0010264201526594954 0.0010350580542877177 0.0020116312367277614 0.0020069922523591145 0.0011510119515356632 0.0012574563427452503 0.0011042091463135959 0.0011209483853491528 0.0014494860008514854 0.0010824193473590871 0.0014695062524197186 0.001188600647136856 0.0011903008422118307 0.0011473285571219653 0.0012007490576606489 0.0010098271270368442
leaf_count=145 44 102 41 136 113 69 283 141 122 536 88 106 433 80 509 218 24 501 59 160
internal_value=0 6.18288e-05 0.00117169 0.00189366 -0.000172005 -5.99752e-05 7.05057e-05 -0.000192918 -0.000375699 -0.000115007 -0.000453819 0.00135976 -0.000127824 0.000255249 -0.000154616 0.000336233 -0.000231632 -0.00113491 0.000965958 0.00282859
internal_weight=0 0.0247901 0.00431406 0.00308472 0.020476 0.0194496 0.0184146 0.0164029 0.0141683 0.0121613 0.00988931 0.00227196 0.0087851 0.00733561 0.00625319 0.00499574 0.00380714 0.00233763 0.00223467 0.00203601
internal_count=3910 3765 439 337 3326 3213 3144 2861 2758 2617 2389 228 2301 1868 1788 1252 1034 525 103 296
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=146 45 151 375 1429 123 376 14 1 1374 42 12 2 13 132 105 31 147 52 16 2 159 2 15 3 0 4 13 3 42
split_gain=0.00113746 0.00108364 0.000889808 0.000909728 0.000839218 0.000864802 0.00100433 0.000780377 0.000746778 0.000837146 0.000610913 0.000756358 0.000636718 0.000620159 0.000569888 0.000748347 0.000873217 0.000796325 0.000730939 0.00105981 0.0010715 0.000764856 0.000696454 0.00058095 0.000750005 0.000803608 0.000534644 0.000718435 0.000533408 0.000514002
threshold=0.10949000000000002 -1.0000000180025095e-35 -0.52174999999999983 0.088065000000000018 -1.0000000180025095e-35 0.13456000000000004 0.088415000000000007 0.077685000000000018 0.076710000000000014 -0.095439999999999983 -1.0000000180025095e-35 0.10058500000000002 0.092340000000000019 -0.084084999999999979 0.079995000000000011 0.078475000000000017 -1.0000000180025095e-35 0.088565000000000019 -0.062489999999999997 -0.067969999999999989 0.079395000000000007 -0.034019999999999988 0.13754500000000003 -0.26361999999999991 0.090325000000000003 -0.13027499999999997 -0.0040999999999999986 -1.0000000180025095e-35 -0.077689999999999995 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 4 -4 6 7 8 10 -10 -6 12 13 -12 15 16 -11 18 26 22 -21 -22 23 -20 25 -25 27 -18 -27 -14
right_child=-2 2 3 -5 5 -7 -8 -9 9 14 11 -13 29 -15 -16 -17 17 -19 19 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.00151601302847825 -0.0014343481765077787 -0.0014300144342643082 -0.0010725734631805146 -0.001413710888847342 -0.0010820953076422224 -0.001331986533554601 0.0013472950730947753 -0.0011783211522591397 -0.00078054840558049697 0.0015161591695390764 -0.0011556047134789207 -0.0011945617247834787 0.00065590430753384931 -4.4525358250571222e-06 0.0010526042294616944 -0.0010427781233458731 0.00069397817681293012 0.001301372787207966 0.00099779496850197305 -0.0015158964604484629 -0.0010766392289163326 0.0004481663232099504 0.0013588242071214244 0.0011030021305888415 -0.00081743726144340042 0.00020506392327280094 0.00084001539654587291 -0.00089050517467812959 -0.0010785705637373594 -0.00024170776000129781
leaf_weight=0.0010507045622105684 0.0013164101983420542 0.0010352112284799367 0.0015666675345011863 0.0010395158893823355 0.0016273778119873525 0.0010113141250531745 0.0014041240063928919 0.0011659553297531646 0.001828809821731169 0.0012285767745332512 0.001603665586974003 0.0012907738980019188 0.0041971077230087417 0.0032628502738971648 0.0020239567716195941 0.0010390488617701968 0.0014760034036662706 0.0014334104215336643 0.001377991769317518 0.0018966293239151078 0.0011651233703275921 0.0021513426039589945 0.0011258540055307806 0.0016775677096347828 0.0021977185035950697 0.0025714573553283736 0.0046515869809109446 0.001185526240148338 0.0010464207240943393 0.0022521870333218619
leaf_count=28 11 65 181 33 730 23 55 118 33 77 446 131 49 242 144 18 97 79 63 253 40 53 57 34 49 226 122 113 68 272
internal_value=0 -7.85632e-06 -3.8926e-05 -1.04089e-05 1.90853e-05 5.47959e-05 8.47114e-05 4.57285e-05 7.79369e-05 0.000213304 -0.0002081 -9.52764e-05 3.0117e-05 -0.000383792 0.000277647 0.000217837 0.000269845 0.00020593 0.000136214 -5.31241e-05 -0.000607192 -8.75203e-05 0.000235803 9.32789e-05 -7.30615e-05 0.00023587 0.000530007 -1.17989e-05 -0.000166209 0.000342445
internal_weight=0 0.0525845 0.0515338 0.0504986 0.049459 0.0478924 0.0468811 0.0454769 0.044311 0.030077 0.014234 0.0126066 0.0113158 0.00486652 0.0282482 0.0262243 0.0251852 0.0239566 0.0225232 0.0152101 0.0052131 0.00331647 0.00999701 0.00887116 0.00749316 0.00529545 0.00731312 0.00266153 0.00361788 0.00644929
internal_count=3910 3899 3871 3806 3773 3592 3569 3514 3396 1526 1870 1140 1009 688 1493 1349 1331 1254 1175 843 346 93 497 440 377 328 332 210 294 321
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=375 146 147 1456 403 1429 403 0 46 3 159 47 1 39 2 52 151 4 2 12 4 42 43 15 43 43 4 0 51 49
split_gain=0.00102312 0.00103673 0.00100209 0.00127406 0.000841968 0.000749679 0.000767314 0.000789931 0.00107438 0.00102689 0.00070554 0.000658865 0.000723553 0.000940221 0.000912846 0.000783782 0.00083889 0.000695241 0.000612324 0.00154097 0.000603923 0.000575555 0.000710336 0.000946283 0.00125441 0.000947027 0.000939971 0.00055842 0.000556746 0.000593435
threshold=0.088065000000000018 0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.088854999999999976 -1.0000000180025095e-35 0.096520000000000009 -0.074249999999999997 0.084955000000000017 0.31335500000000011 -0.034019999999999988 0.12209500000000001 0.085990000000000011 0.005105000000000001 0.084065000000000015 0.0033900000000000002 -0.044604999999999992 -0.0031049999999999997 0.089070000000000024 0.098355000000000012 0.05309500000000001 -0.099059999999999981 -0.081189999999999984 -0.052074999999999989 0.0050750000000000005 -0.075819999999999985 -0.39075499999999991 0.12500000000000003 0.092720000000000011 -0.069934999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 11 -9 12 14 15 -7 16 -14 -16 19 -18 -17 -12 -23 25 -25 -24 -26 -28 29 -20
right_child=-2 -3 -4 4 5 6 -8 10 -10 -11 21 -13 13 -15 17 20 18 -19 28 -21 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.0011153140113416239 -0.0013502728386405398 -0.0013389676876568305 0.00080989928730096057 -0.00095350282005032165 -0.00097338361437489772 0.00042911375986893422 -0.00097101384267422896 -0.00051565183552718054 -0.0013814304767276787 0.0014284340807741993 -0.00031085010137110367 -0.0011124377792524772 -0.00088127802557355119 0.0011637761940080716 -0.0014283881866909562 0.0011778029078432944 -0.00084997356926918113 -0.0003086206370523557 -5.2936633103599401e-05 0.00089730670224217354 -9.3524562258626194e-05 0.00097844162209995253 -0.00018993605119310437 -0.00079993334495258197 0.0013382409705295314 0.0012774458050112906 0.0004980583642655639 -0.00089289909300389436 -0.00022038944511807197 0.0012938557136260526
leaf_weight=0.0021128945920185762 0.0011867464608172886 0.0011734779532162056 0.0030771960919260257 0.0017612933235426889 0.0014134490240516042 0.0020258810558981743 0.001370440389003357 0.0018071830075365716 0.0011736302826363945 0.0010089344597972163 0.001944171119154345 0.0011192738086016609 0.0023431343874262831 0.0017431092459587729 0.0017635655757226492 0.0019489726174715125 0.0031897375086318291 0.0031546220636059592 0.0010288467937265011 0.0015206317333351649 0.0012519670675033012 0.004682892816139538 0.0012826211616800975 0.0025941672203622203 0.0015664892505355965 0.0029866819521147106 0.0014131339870635529 0.0010094415192725137 0.0016312777805183032 0.0019002279264395128
leaf_count=365 33 11 147 505 150 98 286 90 25 67 47 52 68 132 620 91 185 217 14 22 26 162 47 137 14 142 84 7 22 44
internal_value=0 -1.03328e-05 1.75955e-05 -2.86251e-05 1.67195e-05 5.16835e-05 8.22113e-05 0.000113527 -4.50886e-05 1.61038e-05 0.000333964 -4.1771e-05 9.21918e-06 0.000171518 -0.000377776 5.47685e-05 -0.000117707 -0.000710147 7.52823e-05 -0.000285905 0.000680555 0.000421804 0.000513492 0.000312865 -2.67843e-05 0.000836602 0.00047601 -8.15274e-05 0.000448351 0.000820791
internal_weight=0 0.0569993 0.0558259 0.0527487 0.0506358 0.0488745 0.047461 0.0460906 0.0268038 0.0256302 0.0192868 0.0246212 0.023502 0.0165579 0.00694407 0.0148148 0.0116139 0.00491819 0.00927072 0.00471037 0.00320094 0.0174796 0.0155354 0.0108525 0.00658323 0.0042693 0.00398906 0.00242258 0.00456035 0.00292907
internal_count=3910 3877 3866 3719 3354 2849 2699 2413 1683 1658 730 1591 1539 604 935 472 355 837 287 207 117 640 593 431 242 189 105 91 80 58
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=156 146 9 158 375 1213 123 376 1374 1 44 482 1 42 12 156 1374 51 151 2 0 131 47 130 1 51 12 13 42 15
split_gain=0.00112548 0.00105983 0.00105488 0.000905957 0.000917075 0.000915116 0.000940213 0.00131009 0.000769479 0.000878888 0.00110466 0.000810851 0.00088448 0.000947433 0.000954767 0.000891937 0.000981274 0.000854182 0.00082018 0.00117823 0.000793306 0.000863849 0.00067097 0.000693527 0.000636267 0.000602447 0.000597628 0.000607374 0.000601295 0.000578172
threshold=-1.0000000180025095e-35 0.10949000000000002 0.10802500000000002 0.11034000000000001 0.088065000000000018 -1.0000000180025095e-35 0.13456000000000004 0.088415000000000007 0.090240000000000015 0.14000500000000002 1.0000000180025095e-35 0.091725000000000015 0.085835000000000009 -1.0000000180025095e-35 0.10058500000000002 0.11896500000000002 -0.095439999999999983 -0.082979999999999984 -0.40391999999999995 0.114165 -0.23029999999999998 0.064640000000000017 0.09252500000000001 -0.072899999999999979 0.11561500000000001 0.090560000000000015 0.090840000000000018 -0.13934999999999997 0.085330000000000003 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 12 13 -7 17 16 -14 -15 -18 20 -20 22 23 -22 -24 29 27 -19 -29 -25
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 15 14 -16 -17 18 26 19 -21 21 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013460206859410503 -0.00077431550847016661 -0.0012545918820038927 0.0013169680285094005 -0.0012428539829195825 -0.0012375951218489918 -0.0010345880356352041 -0.0011710882115106109 0.0012208461036207258 -0.00092778384688376001 0.00093494215165208501 -0.00092084844316655536 -0.0010920650004792615 -0.00057261221166914848 -0.0010499503794567239 -0.0010393148809508554 -0.00083594463732418651 -0.00064518796692954942 -0.00098193020336273832 0.00098199521767896453 0.0011021012080161062 0.0012003567610965875 0.00078227123277736018 -0.0010681221339367798 0.0008719939472179659 0.00022348532539367538 -0.00089607064949059933 0.0006056661015188409 0.00036895842624679401 -0.00051997136556563607 -2.6455271578242137e-05
leaf_weight=0.0011497308081944704 0.0023629647456817606 0.0011983679664808724 0.00112128410076373 0.0010451534033917289 0.0010283194118612107 0.0018116288929360671 0.0010633723218367299 0.0018462921493627152 0.0013717958254257914 0.0021537005178835491 0.0020088171935412893 0.001011096143781475 0.001997965376119736 0.0010633774857633513 0.0014562386567451577 0.001239884247223876 0.0012632421166820498 0.0010200787058369815 0.0027607646945853005 0.0043052236335783247 0.0011098081289873116 0.0035209791985879599 0.0017028890535524263 0.0017608155529837939 0.0011626596115377197 0.0010294415014868719 0.0043986444536812117 0.005121007696105016 0.0018862449929153424 0.0049317779900954813
leaf_count=197 554 11 32 158 32 506 22 56 69 117 49 148 27 194 74 86 30 38 38 172 38 175 55 57 13 34 156 216 246 310
internal_value=0 -1.59624e-06 2.4047e-05 -1.19466e-06 2.18191e-05 4.52126e-05 8.17522e-05 0.000107404 6.6362e-05 9.43561e-05 5.54757e-05 9.94957e-05 0.000127165 -0.000115363 -3.93928e-06 0.000278892 0.000333002 0.000107834 0.000409842 0.000469649 0.000318204 0.000197785 2.18516e-05 0.000205468 -0.000544069 6.24831e-05 0.000206914 -1.15855e-05 0.000129672 0.000209926
internal_weight=0 0.0597538 0.0585555 0.0574342 0.056389 0.0553607 0.0529977 0.0519344 0.0500881 0.0487163 0.0465626 0.0445538 0.0435427 0.0167572 0.0149456 0.0267855 0.0255456 0.0134894 0.0235476 0.0222844 0.0179791 0.0152184 0.0116974 0.00883184 0.00286555 0.00772204 0.012426 0.00802733 0.00700725 0.00669259
internal_count=3910 3713 3702 3670 3512 3480 2926 2904 2848 2779 2662 2613 2465 1430 924 1035 949 850 922 892 720 682 507 439 68 401 656 500 462 367
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=146 9 156 14 151 375 156 4 403 1374 48 1456 11 403 106 9 3 1 47 2 3 122 38 43 49 13 13 47 51 160
split_gain=0.00128867 0.00132563 0.00125165 0.000926494 0.000956828 0.000908798 0.000866465 0.00119207 0.000878154 0.000817093 0.000856145 0.00109224 0.00116918 0.000854028 0.000776019 0.000907259 0.000768861 0.000794794 0.00127929 0.00090575 0.00104956 0.000835424 0.000814912 0.000784121 0.000571441 0.000727179 0.000875195 0.000973865 0.00102418 0.000508116
threshold=0.10949000000000002 0.10802500000000002 -1.0000000180025095e-35 0.077685000000000018 -0.52174999999999983 0.087245000000000017 0.11896500000000002 0.50657000000000008 0.096520000000000009 0.09309000000000002 -0.064549999999999982 -1.0000000180025095e-35 0.088315000000000018 -0.088854999999999976 0.090450000000000016 -0.016839999999999997 -0.12008499999999998 0.10031000000000002 1.0000000180025095e-35 0.11542500000000001 0.10420500000000001 0.09197000000000001 0.10657000000000001 0.083940000000000015 0.0052300000000000011 -0.057284999999999996 0.23436000000000004 0.09585500000000001 0.11975000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -12 13 -13 15 -15 23 18 19 20 29 22 24 -17 25 -19 27 28 -27 -18
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 -14 14 -16 16 17 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014861316989505059 -0.0014097016321516563 0.0014582139263400677 -0.0013953439816341469 -0.0012133056329676304 0.00088902285396402184 -0.0013390537403560278 -0.00095221908952582352 0.0014132446086325655 -0.0010857705357359981 -0.0011955571384017402 -0.0010514394652423383 -0.00086916562681859321 -0.0011552443462201935 0.0014863880004059508 -0.0010685822259919118 0.0010217619292299572 -0.00079649852484947777 0.00087874461444290789 -0.0014272492728367812 -0.0013219678657843336 0.00087049420197897747 -0.00092435439405894992 -0.00081489892351932741 -0.00021716451662315362 0.0011459281284806949 0.0011315667999125961 0.0008610775129369501 -0.0014748519457732296 -0.0008258212563056705 4.6057400553042648e-05
leaf_weight=0.0012921522357435258 0.0014808886749051444 0.0013342182105660063 0.0010325970927809172 0.0013733730269995794 0.0030829029844952052 0.0010233045817820132 0.0017566260841390671 0.0015027126741173893 0.001410716208894546 0.0010472373166123808 0.0018097407660787592 0.0016692154144484208 0.001516875748450274 0.00126514893088192 0.0010135568640521333 0.0043646425166698885 0.001864008023658493 0.0040321566633481102 0.0014541548360996739 0.0010311030301126669 0.0032267617789898404 0.0010136358823729106 0.0010019076289609083 0.0015212963834301263 0.0029790187411884448 0.0011982279181079721 0.0019015615653987794 0.0012041652623864252 0.0011635092578217154 0.01039546479528021
leaf_count=197 11 32 64 115 165 39 117 188 271 49 288 480 43 47 14 78 370 126 123 92 26 12 13 17 79 57 20 30 10 737
internal_value=0 -6.59645e-06 -3.96387e-05 -7.33263e-06 2.19908e-05 4.83847e-05 7.44708e-05 0.000108713 7.04002e-05 0.000103181 0.000131103 7.98915e-05 0.000126619 0.000172587 0.000215385 0.000248234 0.00020739 0.000117801 -9.10075e-05 2.66327e-05 0.000116425 0.000376704 0.000474534 0.000701546 0.000578062 0.000399983 4.69049e-05 -0.000387263 0.00016726 -8.20501e-05
internal_weight=0 0.060482 0.0591478 0.0578556 0.0564822 0.0554497 0.0544263 0.0526697 0.051167 0.0497563 0.0487091 0.0456262 0.0438164 0.0422995 0.0406303 0.0396168 0.0383516 0.0324657 0.0179715 0.0165173 0.0154862 0.0144942 0.0134805 0.00588594 0.0124786 0.00949962 0.00546746 0.0035659 0.00236174 0.0122595
internal_count=3910 3899 3867 3670 3555 3491 3452 3335 3147 2876 2827 2662 2374 2331 1851 1837 1790 1695 1348 1225 1133 347 335 95 322 243 117 97 67 1107
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=22
num_cat=0
split_feature=51 1 14 47 1 0 147 159 11 3 0 15 15 52 2 2 133 49 15 0 15
split_gain=0.000229246 0.000281331 0.000367989 0.000306363 0.000271872 0.000347234 0.000241913 0.000260738 0.000207857 0.000295038 0.000440046 0.000272123 0.000184715 0.000183543 0.000442676 0.000306252 0.000164235 0.000143302 0.000190181 0.000157287 0.000106471
threshold=-0.40274499999999996 0.13662500000000002 0.064610000000000015 0.11764000000000001 1.0000000180025095e-35 -0.084074999999999997 0.088565000000000019 0.073745000000000019 0.081005000000000008 -0.0038649999999999999 -0.10575999999999998 -0.035939999999999993 0.024640000000000006 0.10701500000000001 0.10113500000000002 0.096540000000000015 0.084285000000000013 -0.069934999999999983 -0.095799999999999982 -0.18087499999999998 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 16 7 8 9 10 -6 -12 13 14 15 -7 -2 -11 19 -19 -3
right_child=1 20 -4 -5 6 12 -8 -9 -10 17 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0020896038506442159 -0.0032948286471699618 0.002606576365101078 -0.0027213626248779842 -0.0023666868065348235 0.0034219803946778167 -0.0014256281399776503 0.0024709070291862069 0.0018793188033957788 -0.0017048188774599897 -0.0014488181994799115 0.001563769284470329 -0.0015224957277198013 0.001374499714538277 0.001196501484208167 -0.003155763696243599 0.0020532256256067809 -0.0008264929208223516 -0.0016205876009759417 0.0013018932895014692 0.00051052923833884043 0.00061552984638967034
leaf_weight=0.0010425231555213346 0.0010699666764251263 0.0010539858253048595 0.0010171179178320435 0.0010208202362305121 0.0012633755071274093 0.0010169918290587922 0.0011542482988637923 0.0018598831044172046 0.0011731189138330942 0.0016232729463681039 0.0012345332950396441 0.0010569689122356092 0.0015339790982955015 0.001037313870203449 0.0011660114127263754 0.0010006347883362299 0.0010792080260299264 0.0014595452359067451 0.0016503983151707731 0.0013096834381877143 0.0010878317572204912
leaf_count=145 553 172 126 106 77 128 113 227 136 61 190 447 563 66 103 39 432 47 77 63 39
internal_value=0 4.57055e-05 -9.41767e-05 2.3488e-05 0.000135984 -0.000524119 0.000514476 0.00033569 6.91411e-05 0.000285969 0.00130653 0.000140211 4.77194e-05 -0.000434459 -0.00096587 0.000299697 -0.00205535 -0.000314398 0.000102261 -0.000612694 0.00159532
internal_weight=0 0.0258689 0.0237271 0.02271 0.0216891 0.00790411 0.013785 0.0126308 0.0107709 0.00959778 0.00355488 0.0022915 0.00575493 0.00422095 0.00318364 0.00201763 0.00214917 0.0060429 0.00441963 0.00276923 0.00214182
internal_count=3910 3765 3554 3428 3322 1884 1438 1325 1098 962 714 637 899 336 270 167 985 248 187 110 211
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=20
num_cat=0
split_feature=1456 133 0 1 2 48 47 15 14 4 4 150 47 43 3 49 15 2 0
split_gain=0.00023544 0.000196885 0.000174589 0.000225769 0.000214484 0.000254495 0.000227476 0.000305863 0.000222264 0.000345648 0.000935192 0.000341475 0.00020021 0.00023563 0.000167924 0.000157167 0.000239809 0.000147884 0.000264253
threshold=-1.0000000180025095e-35 0.10681500000000001 0.055865000000000005 1.0000000180025095e-35 0.14073000000000005 0.12675000000000003 0.086425000000000016 0.035895000000000003 -0.46360499999999999 0.0057500000000000008 -0.0025899999999999994 0.11680000000000001 0.10589000000000001 -0.075819999999999985 -0.0026499999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10836000000000003 0.15480500000000005
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 15 5 6 7 8 -5 10 14 -11 -8 -14 -10 -2 -17 18 -4
right_child=1 -3 17 4 -6 -7 12 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0020412051331334061 -0.0021792677184241309 -0.0017913239191372566 0.0017973280532421372 -0.00092987876076168399 0.0020827297120761465 -0.0019474436594871347 -0.0018265335707267783 -0.0010781167955708334 0.0024880845996213701 0.0034106316782941317 -0.0030516280978671617 0.00045293568291879867 -0.001247243281960354 0.0010774736020507476 0.00040829219312002278 -0.0019143851106208276 0.00053695855390724432 0.0022979383665890575 -0.0011971872888725977
leaf_weight=0.0010327615857429464 0.0012378875656784416 0.0010271665383553277 0.0011527197543557124 0.0010130705151976133 0.0010553740578592699 0.0010586348085075423 0.0015116527894156748 0.0016471470419819898 0.0017425782843991638 0.0019201293393954488 0.0010672606644694937 0.0011488368243715019 0.0014250417793819636 0.0018388184456803458 0.0012120866325062707 0.0011697081617427357 0.001976680597568641 0.0011351672868606943 0.0010252951116953568
leaf_count=369 275 519 113 52 155 57 114 315 177 179 102 58 57 70 88 472 626 71 41
internal_value=0 4.89497e-05 0.000126617 -1.7659e-05 0.000210586 8.38117e-05 0.00023184 0.000607627 0.000950258 0.00121887 0.000391277 0.00230345 -0.000535478 6.24734e-05 0.0016349 -0.000883969 -0.000374358 0.00104217 0.000387667
internal_weight=0 0.0253653 0.0243381 0.0210249 0.0166406 0.0155853 0.0145266 0.00975111 0.00810396 0.00709089 0.00402193 0.00306897 0.00477551 0.00326386 0.00295466 0.00438428 0.00314639 0.00331318 0.00217801
internal_count=3910 3541 3022 2797 1424 1269 1212 971 656 604 367 237 241 127 265 1373 1098 225 154
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=20
num_cat=0
split_feature=1456 133 14 3 132 52 41 157 160 147 15 1375 51 43 3 16 16 13 16
split_gain=0.000195471 0.000162593 0.000164513 0.000172218 0.000142531 0.000208928 0.000163463 0.000208345 0.000272123 0.000229936 0.000206422 0.000203631 0.00026962 0.000183049 0.000287558 0.000279867 0.00020233 0.00026139 0.000181093
threshold=-1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.16699000000000003 0.079995000000000011 -0.40083499999999994 0.078385000000000024 -0.077534999999999979 -1.0000000180025095e-35 0.084485000000000018 -0.038029999999999987 -0.089714999999999975 0.077145000000000005 -0.071214999999999987 -0.11171999999999999 -0.057604999999999996 0.22945500000000005 -0.083514999999999992 -0.094359999999999986
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 -7 10 11 -9 -10 13 16 -15 -16 17 -13 -14
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12 12 18 14 15 -17 -18 -19 -20
leaf_value=-0.002159229824075317 -0.0021089821145088747 -0.0018848368619959843 -0.0017608881814356909 0.0016402991284792318 0.001416326859364436 0.0019919417918712241 -0.0018015669801838463 -0.0025479095656937194 -0.0015479199437925884 -0.0017904525113478919 0.0001736353545463163 0.0022492809020297358 0.0038291410498993727 0.0018213538037173049 -0.0025505763838678044 0.0003834528890016987 0.002789200517075977 -0.00071237557141850248 0.00091455382872932564
leaf_weight=0.0010105529859215359 0.0011084750648104246 0.0010101621866882562 0.0010635594866146838 0.0019073489707697169 0.0018070339271303295 0.0014604613585645345 0.0010394530053776654 0.0015524119164749273 0.0010226613413628636 0.0011149783360853158 0.0012009716881837837 0.0011681100935383992 0.0010207101790746798 0.0010945600614320448 0.0016089479765584135 0.00155168175372551 0.0012156095617070761 0.0019046173620643776 0.0010515849420098542
leaf_count=369 297 519 91 178 222 234 94 279 35 111 218 75 33 37 619 135 29 228 107
internal_value=0 5.21991e-05 0.000134094 0.000222375 9.31118e-05 -3.19766e-05 9.58814e-05 0.000212123 4.44967e-05 0.000347896 -0.00136083 0.000552752 0.000755117 0.000368234 -0.000356075 -0.00111014 0.00108694 0.00041351 0.00235014
internal_weight=0 0.0249033 0.0238932 0.0228296 0.0209223 0.0191152 0.0180068 0.0169673 0.0155068 0.0127535 0.00275338 0.0116385 0.0106158 0.00854353 0.00425519 0.00316063 0.00428834 0.00307273 0.0020723
internal_count=3910 3541 3022 2931 2753 2531 2234 2140 1906 1409 497 1298 1263 1123 791 754 332 303 140
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=19
num_cat=0
split_feature=1 0 2 13 52 157 16 12 50 48 47 4 13 43 150 4 43 3
split_gain=0.000169893 0.000242682 0.00035269 0.000293354 0.000179193 0.000182755 0.000185603 0.000574796 0.000267653 0.000242839 0.000262538 0.000230545 0.000218982 0.000176328 0.000156242 0.000241435 0.000155965 8.7605e-05
threshold=0.085835000000000009 -0.070894999999999986 0.084065000000000015 -0.083514999999999992 -0.40083499999999994 -0.062769999999999979 -0.063614999999999991 -1.0000000180025095e-35 0.099470000000000017 0.11930500000000001 0.081320000000000017 0.053925000000000008 -0.0038299999999999996 -0.18906999999999999 0.11456000000000001 0.022820000000000003 0.070805000000000021 -0.0095549999999999993
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 -2 -6 8 -8 9 10 12 -9 -7 -3 15 -14 -15 -12
right_child=4 13 3 -5 5 6 7 11 -10 -11 17 -13 14 16 -16 -17 -18 -19
leaf_value=0.00068373835453919827 -0.001368115989071635 0.0012413355066539715 -0.00089716635562692929 -0.0035366662961142914 0.0015056226003053641 0.0022804492964967164 0.0013356892337044008 -0.00064816669990718704 0.0023772040369631517 -0.0015270710899150987 0.00019797919664376815 -0.0028587912575669858 -0.00015625831370765018 -0.0011618531648697028 -0.0006167197083025987 0.0024523708355920714 0.00040285025123139241 -0.0013589392514378143
leaf_weight=0.0010478343628178011 0.0010214967666481991 0.0014337310717493779 0.0015457847151127968 0.0010807527304198539 0.0017238703039543788 0.0014476018952656617 0.001726742843067619 0.001915711324682213 0.0010093826709165485 0.0010110694032231526 0.0010547934492771693 0.0011347656654550065 0.0011026777710632079 0.0018667448966886435 0.0012506580027291658 0.0010427693085979239 0.001986131133211777 0.001131647412808412
leaf_count=232 186 44 603 953 197 357 148 252 152 51 55 66 86 287 54 72 81 34
internal_value=0 -0.000455494 -0.0012227 -0.00198325 0.000208768 0.000312344 0.000163582 -0.0004562 0.000490725 0.000253922 0.000510063 -0.00147051 0.00101468 7.77382e-05 0.000475147 0.00111164 -0.000355259 -0.000607843
internal_weight=0 0.00896098 0.00367437 0.00262654 0.0165732 0.0155517 0.0138278 0.00477722 0.0090506 0.00804122 0.00703015 0.00305048 0.00484371 0.00528661 0.00339611 0.00214545 0.00385288 0.00218644
internal_count=3910 2200 1788 1556 1710 1524 1327 466 861 709 658 318 569 412 212 158 368 89
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=156 375 146 10 14 1456 403 156 403 123 0 46 13 1 52 39 48 0 12 151 2 2 47 52 160 132 52 0 16 12
split_gain=0.000990191 0.000918103 0.000942455 0.00110347 0.0010312 0.000747635 0.000759205 0.000720374 0.000750471 0.000706596 0.000768922 0.00116357 0.00083039 0.000774505 0.000894158 0.000811605 0.00106113 0.00081919 0.000783692 0.000738463 0.00074544 0.000604644 0.000599845 0.000982534 0.000583259 0.000560469 0.000758009 0.0012528 0.000879416 0.000517646
threshold=-1.0000000180025095e-35 0.088065000000000018 0.10949000000000002 0.08302000000000001 0.077685000000000018 -1.0000000180025095e-35 -0.088854999999999976 0.11896500000000002 0.096520000000000009 0.12630500000000003 -0.074249999999999997 0.084955000000000017 -0.26418499999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.005105000000000001 0.12738500000000003 -0.10575999999999998 0.085775000000000004 -0.0088999999999999982 0.090545000000000014 0.090310000000000015 0.10843500000000002 0.11401500000000002 -0.11175999999999998 0.080815000000000012 0.10062000000000001 0.15480500000000005 0.26364000000000004 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 11 12 -8 18 15 16 17 19 29 21 -21 -15 23 25 -16 26 27 28 -12 -14
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 22 -13 13 14 24 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012937365165444404 -0.00075401166071617444 -0.001209433479193134 -0.0011834533775443217 0.0010109579861411343 -0.0011015600987496327 -0.00082656131484255748 0.00088206968238506444 -0.00083385079941112814 -0.00087598218123228263 -0.00090784527722925779 0.00056365046335872407 -0.0012473647768867044 -0.00077266245209076545 0.00043326493324887785 -3.7775345219839582e-05 0.00089104910295790575 -0.0012938943070131632 -0.00061929501116897933 -0.0012937433504585597 2.5085622635159642e-05 0.00095529033013514353 -0.00078268005612109194 0.00092918896973808894 -0.00063295745831297759 0.0010658676911524181 0.001123996375555463 0.0011007686605364433 -0.00099239064864590858 -0.00063013113646390563 0.00029430155274823267
leaf_weight=0.0010171687349236338 0.001921780476057843 0.0010398178959940543 0.0010709240132200639 0.0018976803138852629 0.0013685223883646005 0.0015323225212684468 0.0020760695808679222 0.0013441163262180025 0.0012132105950920504 0.001020705762468487 0.0061095727232254385 0.0011229021603469383 0.0012217097958730971 0.001094129191187676 0.0011749984322371176 0.0015236438575354514 0.0011487132591412328 0.0026467488272539077 0.001310251503059745 0.0030097292523976211 0.0027676509794982707 0.0018277631222360924 0.0029290216002451066 0.0017107858223726078 0.0025206093083021122 0.0016148926847425757 0.0016784622292789217 0.0013537402854453262 0.0012428433256888027 0.0020180314214809369
leaf_count=197 306 33 11 90 114 488 94 114 280 29 243 25 160 22 75 88 37 224 515 39 55 56 49 84 63 66 30 24 122 177
internal_value=0 -5.47585e-06 1.79366e-05 4.24896e-05 6.09882e-06 3.695e-05 6.9146e-05 9.9192e-05 0.000127479 0.00015571 0.000181494 4.0166e-05 9.95649e-05 2.65979e-05 0.000148886 -3.48484e-07 -0.000109048 1.09102e-05 -0.000449493 0.00020265 0.0004707 -0.000327358 0.000397766 0.000284235 0.00071497 0.000415 0.000304746 0.00015128 0.000361855 -0.000108052
internal_weight=0 0.0545113 0.0534715 0.0524006 0.0505029 0.0491344 0.0472126 0.0456803 0.0443362 0.043123 0.0421023 0.025463 0.02434 0.022264 0.017714 0.0140184 0.0124947 0.011346 0.00454999 0.00869927 0.00577738 0.00292189 0.0166393 0.0137103 0.00369561 0.0119995 0.0103846 0.00870616 0.00735242 0.00323974
internal_count=3910 3713 3680 3669 3579 3465 3159 2671 2557 2277 2248 1630 1605 1511 659 521 433 396 852 172 94 78 618 569 138 485 419 389 365 337
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=146 9 156 151 403 15 11 403 123 123 155 13 1456 1374 14 4 128 1374 0 1 52 457 13 15 2 150 43 4 13 159
split_gain=0.00115289 0.00133802 0.00109572 0.00108067 0.000993262 0.000894101 0.000889903 0.000901778 0.00087655 0.00091737 0.000923492 0.000840305 0.000816217 0.000788864 0.000757829 0.000734716 0.000704841 0.00076554 0.000975402 0.000959963 0.00092245 0.000974791 0.000862109 0.000696905 0.0014979 0.000689994 0.000646545 0.000587774 0.000587765 0.00075136
threshold=0.10949000000000002 0.10802500000000002 -1.0000000180025095e-35 -0.52174999999999983 -0.088854999999999976 -0.46970499999999993 0.10129000000000001 0.096520000000000009 0.13456000000000004 0.088610000000000008 0.088505000000000014 -0.5337599999999999 -1.0000000180025095e-35 0.09309000000000002 0.077685000000000018 -0.0072799999999999991 0.085400000000000018 -0.094679999999999986 -0.23029999999999998 0.12730000000000002 0.11588000000000002 0.08981500000000002 -0.084184999999999996 -0.089964999999999976 0.099675000000000014 0.12118000000000001 -0.078844999999999985 0.41897000000000006 -0.091849999999999987 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 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 9 10 11 -7 15 14 16 -13 17 25 -19 20 21 23 -22 24 -20 -14 -24 -26 -25 -30
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 18 19 -21 22 -23 26 28 27 -27 -28 -29 29 -31
leaf_value=-0.0013460118284333111 -0.0012852666783201233 0.0013186468307967466 -0.0012665324382119629 -0.00097460842380920926 0.0012935939916212107 -0.00089800801451062702 -0.0012106690328291926 -0.0010337524163446807 -0.0011342992562494822 0.00094098293775453888 -0.0011208788361845299 -0.0013460796134882572 -0.0012653918946770178 -0.00099451346627150842 -0.00092707221764701221 0.00019048084279654209 -0.00057825930464707061 0.00094640017900134415 -0.00052946519923919102 0.00076682530102591432 -0.0012126323430582272 -0.0010252299854614402 0.00077234200469003967 0.00082591297239782582 0.00124167682395126 0.00022158911869161728 -0.00064535278687295739 -1.0352989660334259e-05 0.00036831321787560021 -0.00081929720755362389
leaf_weight=0.0011482480404985109 0.0013207515826252339 0.0013346357724532956 0.001231748930390352 0.0018093851699565447 0.0010096839685127526 0.0015348562114354527 0.0010518321680930134 0.0013838138250845669 0.0010789511910758156 0.002205125562073639 0.0011833634181424016 0.0012824692490878142 0.0011213650588786086 0.001059820400413968 0.0010917915339021525 0.0010058908114110024 0.0019702478769541001 0.0037087039483622982 0.0047294483203728045 0.0050119037988096684 0.0016617036646460193 0.0010883086399502409 0.0011535383690057799 0.0047501190010374944 0.0016133374160043346 0.0011400350163484063 0.0011777355240114576 0.0011732066439265054 0.012068765214630985 0.0010489332512202401
leaf_count=197 11 32 65 503 122 16 41 278 21 121 174 184 33 49 65 128 161 56 194 113 69 54 69 111 73 18 109 23 728 92
internal_value=0 -1.46101e-05 -4.35463e-05 -1.87634e-05 7.23604e-06 3.82375e-05 1.5722e-05 3.90724e-05 6.66365e-05 9.11862e-05 5.41345e-05 8.22861e-05 0.000113726 0.000153115 0.000180442 -0.000670656 0.000208292 0.000245682 0.000289625 0.000220966 0.000131166 0.000222126 -0.00047187 0.000275605 -6.82519e-05 -0.000515763 5.61372e-05 0.00071454 0.000420246 0.000273348
internal_weight=0 0.062829 0.0614943 0.0603461 0.0591143 0.057305 0.0562953 0.0552434 0.0538596 0.0527807 0.0505755 0.0493922 0.0478573 0.045569 0.0445091 0.00228836 0.0434174 0.0414471 0.0391857 0.035477 0.0304651 0.0264721 0.00399298 0.0253838 0.00751599 0.0022614 0.00233127 0.00278654 0.0178678 0.0131177
internal_count=3910 3899 3867 3670 3605 3102 2980 2939 2661 2640 2519 2345 2329 2017 1968 312 1903 1742 1691 1635 1522 1275 247 1221 290 51 178 96 931 820
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=21
num_cat=0
split_feature=1456 2 14 43 52 15 15 13 16 48 150 0 2 3 43 0 0 0 0 0
split_gain=0.000180887 0.000155836 0.000148873 0.000143022 0.000266133 0.000230953 0.00029423 0.000304705 0.000286328 0.000274305 0.000272757 0.000457876 0.000232385 0.000211094 0.000194379 0.000241234 0.000370523 0.000190168 0.000128354 9.85433e-05
threshold=-1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 0.25671000000000005 0.28122000000000008 -0.26361999999999991 -0.11739999999999999 -0.10939499999999998 -0.40374499999999997 0.095090000000000022 0.090480000000000019 -0.10575999999999998 0.10045500000000002 0.10666500000000002 -0.073139999999999983 -0.066689999999999985 -0.053834999999999994 -0.14867499999999997 0.055865000000000005 -0.080064999999999983
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 -2 12 13 -9 10 11 17 -7 -8 15 -13 -17 -10 -18 -16
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 14 -14 -15 19 16 18 -19 -20 -21
leaf_value=-0.0018870141238586146 0.0017443471915926812 0.0017488199540138501 -0.0016644168414327008 -0.0015917952523073387 -0.0018982037519431189 -0.0030189125999765909 0.00042406518498536958 -0.0019549827518311768 0.00070982057257464178 0.0017937822414645314 -0.002132700046328657 -0.0012231109720945265 -0.00011365447111561351 0.002992550456835242 -0.0002220479952692864 0.003115933957676923 -0.0012090633447636731 0.0033160570075502398 0.00096004960502155709 -0.0019924000736371199
leaf_weight=0.0010037381611360243 0.0018622729385525038 0.001027101102326621 0.0010579526440299128 0.0010123499430696728 0.0012235674369019947 0.001005028381996737 0.0012646228669388393 0.0012986146744757782 0.0011447610912744821 0.0019343569512710887 0.0011056973473553286 0.0015696992417998934 0.001208776053889693 0.0012866670313993467 0.0010291541592209004 0.0010319863131869056 0.0010954481584097842 0.0010887521870426254 0.0010796185816417392 0.0016025403748598874
leaf_count=369 221 168 102 201 234 139 62 128 44 119 151 527 80 72 598 30 67 59 47 492
internal_value=0 4.60158e-05 -2.71564e-05 4.86688e-05 0.000124739 0.000244848 9.58816e-05 0.000300561 4.16396e-05 0.00024609 -3.24628e-05 0.000208383 -0.00143259 0.0017194 -0.000325806 0.00021096 0.00091287 0.00198026 -0.0001324 -0.00130008
internal_weight=0 0.024929 0.0239019 0.0228439 0.0218316 0.020608 0.0187457 0.0165319 0.0139806 0.012682 0.0107477 0.00964196 0.0022138 0.00255129 0.00740845 0.00477675 0.00320705 0.00223351 0.00217507 0.00263169
internal_count=3910 3541 3373 3271 3070 2836 2615 2396 2262 2134 2015 1864 219 134 1761 671 144 103 114 1090
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=20
num_cat=0
split_feature=1 12 2 12 13 44 4 2 47 14 474 16 16 15 15 12 1374 4 43
split_gain=0.000154849 0.000238083 0.000229823 0.000185961 0.000211214 0.000183495 0.000335735 0.000257255 0.000200052 0.000205277 0.000246547 0.000247593 0.000330219 0.000405231 0.000233173 0.000197101 0.000212019 0.000183046 0.000168801
threshold=0.076710000000000014 0.10058500000000002 0.092340000000000019 0.085665000000000005 -0.090744999999999978 1.0000000180025095e-35 -0.23071499999999998 0.13345500000000002 0.13206500000000002 0.077685000000000018 0.080165000000000014 -0.110495 -0.27337499999999998 -0.14097499999999996 -0.10192499999999999 0.080120000000000011 -0.088294999999999985 0.0057500000000000008 -0.083899999999999988
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 18 -4 -5 6 -2 8 9 10 11 12 13 -8 -13 16 -16 -18 -1
right_child=5 -3 3 4 -6 -7 7 -9 -10 -11 -12 14 -14 -15 15 -17 17 -19 -20
leaf_value=-0.00012005100049275499 -0.0019636899021768842 -0.0021562614144330504 -0.00058355305947878735 0.0025142309073775686 2.9044505825030558e-05 -0.0014164716121165405 0.0022568173443983544 0.0023508413445218557 -0.0012720418962211312 -0.0013056090836860452 0.0022201388173134855 -0.0017653206946382088 0.0029085086025266655 -0.00072232989183707876 -0.00089294143979525053 -0.0010930348085210059 0.00042331915172939371 0.0024559892042608374 -0.0021812781364511868
leaf_weight=0.0013231635647907572 0.0010139165861851032 0.0011991346560538546 0.0017275712682403022 0.0010420051734003621 0.0012067798357225934 0.0010969808382128568 0.001221139550384831 0.0010702805077018604 0.00121783848558188 0.0010171688424277523 0.0013424601920999377 0.0011499818357572095 0.0012278519009341089 0.0019209554680026386 0.001038404959899708 0.0013614601419097982 0.0018392209720765572 0.0011950788872354678 0.0012762201365778408
leaf_count=359 200 308 107 56 361 71 137 214 43 105 148 74 65 121 27 513 159 25 817
internal_value=0 -0.000499239 -0.000197069 0.000414139 0.00118059 0.000185305 0.000291055 0.000437584 0.000296669 0.000440162 0.000584572 0.000384128 0.00113034 0.000435482 -0.000111141 0.000238918 0.000684175 0.0012239 -0.00113205
internal_weight=0 0.00777487 0.00657574 0.00397636 0.00224879 0.0177127 0.0166158 0.0156018 0.0145316 0.0133137 0.0122966 0.0109541 0.00436995 0.0031421 0.00658415 0.00543416 0.0040727 0.0030343 0.00259938
internal_count=3910 2008 1700 524 417 1902 1831 1631 1417 1374 1269 1121 323 258 798 724 211 184 1176
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=146 147 9 1373 1455 1213 156 151 4 480 49 13 367 475 1 51 47 376 52 13 13 2 15 151 148 13 12 1 51 16
split_gain=0.00108651 0.00136461 0.000833904 0.000778248 0.000875643 0.000611124 0.000616672 0.000583479 0.00070792 0.000824805 0.000656776 0.000715376 0.000669837 0.000752031 0.00061816 0.000973498 0.000848063 0.000661936 0.000683206 0.000702149 0.000627313 0.000750517 0.000881091 0.000737968 0.000454837 0.000401212 0.000399605 0.0003668 0.000340802 0.000311385
threshold=0.10949000000000002 0.089245000000000005 -0.016839999999999997 0.099250000000000019 0.089335000000000012 -1.0000000180025095e-35 0.11896500000000002 -0.27336999999999995 0.50657000000000008 0.08598500000000002 0.10960000000000002 -0.5337599999999999 -1.0000000180025095e-35 -0.08459499999999999 0.13084000000000004 -0.40274499999999996 0.11603500000000001 0.048695000000000009 0.11588000000000002 -0.084184999999999996 0.16421000000000002 0.089910000000000004 -0.089964999999999976 -0.087964999999999988 -0.080629999999999993 0.25430000000000003 0.10007000000000001 0.12162500000000001 0.11736000000000001 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 10 11 -9 -13 -14 16 -16 17 18 20 -20 21 22 23 -15 -3 -22 28 -12 -23 -24
right_child=-2 24 3 -5 -6 6 -8 8 -10 -11 27 12 13 14 15 -17 -18 -19 19 -21 25 26 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079017850334739913 -0.0012140372372714287 7.5593178170333528e-05 -0.00076307201402968925 -0.0012008128323315107 -0.00123388519780652 -0.00077560340801092673 -0.0008730058719736562 -0.00089968130620566461 0.0010255261805044563 -0.0010982689049036814 0.0001481639926434857 -0.00098319226513377033 -0.00095190046911397444 0.00024108872395393012 -0.00016130174442083046 0.0012129670010109788 -0.0010952436455846008 0.00083337869358704269 -0.0012586578173175871 -1.7116381680639595e-05 -0.0010913597335334509 0.00060220900974010936 -0.00044620100804576356 -0.0011115595318391123 0.0011128322587975711 -7.3892115598098141e-05 -0.00030304031583992564 0.0011589482418397688 -6.9097175343169406e-05 0.00031720321017335648
leaf_weight=0.0018841424754461036 0.0012640397621908042 0.0010149390898419597 0.0018579980077552119 0.0010277713652993006 0.0010449383624393507 0.0014845535225642683 0.0013306493142435363 0.0013975423039767057 0.0012082569377618304 0.0010733810010660197 0.0010945601481971981 0.0010312560854490718 0.0011532294643377119 0.0010212478758613308 0.0015112036926439032 0.0020101740949982618 0.0010443004907756395 0.0018811295628751159 0.0012923232472203949 0.0018590165475260703 0.0010569008921681436 0.0085355058566525255 0.0010687839519363087 0.0019911115883918746 0.0023360780175973863 0.0016790068488559129 0.0011482569754855962 0.0013320815814719111 0.0014859904664135124 0.0054747365509151494
leaf_count=116 11 67 582 30 172 89 106 16 144 208 103 22 162 37 13 74 55 64 84 199 43 411 18 143 81 53 87 40 22 658
internal_value=0 -5.11356e-07 -5.40947e-05 -8.71689e-05 -6.28515e-05 -3.62637e-05 -5.68738e-06 2.12558e-05 4.98647e-05 2.04975e-05 5.1235e-05 8.06947e-06 4.40646e-05 7.50285e-05 0.000110851 0.000623198 4.97723e-05 9.17369e-05 3.9314e-05 -0.000526256 0.000115281 0.000192139 -7.40189e-05 -0.000652986 0.000798679 -0.000466947 0.00041984 0.000703024 0.000502668 0.000192513
internal_weight=0 0.0533311 0.04998 0.0480959 0.0470681 0.0460232 0.0441652 0.0428345 0.04135 0.0401417 0.0390684 0.0366417 0.0352442 0.0342129 0.0330597 0.00352138 0.0295383 0.028494 0.0266129 0.00315134 0.0234615 0.0207256 0.00955588 0.00301236 0.00335102 0.00273591 0.0111698 0.00242664 0.0100215 0.00654352
internal_count=3910 3899 3751 3635 3605 3433 2851 2745 2656 2512 2304 2161 2145 2123 1961 87 1874 1819 1755 283 1472 1376 856 180 148 96 520 143 433 676
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=20
num_cat=0
split_feature=1 0 16 0 12 12 43 39 4 48 47 3 16 13 1 14 150 4 1
split_gain=0.000133361 0.000215635 0.000179817 0.000231976 0.000375701 0.000198538 0.000169144 0.000228742 0.000218114 0.000319639 0.000317615 0.000359717 0.000255358 0.000172037 0.000165088 0.000342506 0.000159914 0.000123834 0.00010738
threshold=0.085835000000000009 -0.084074999999999997 -0.083564999999999987 0.18055000000000002 0.088325000000000015 0.093375000000000014 -0.24333999999999997 0.005105000000000001 -0.23071499999999998 0.12675000000000003 0.09252500000000001 -0.074234999999999982 -0.10808 -0.088444999999999982 0.094695000000000015 -0.13131999999999996 0.11016500000000001 0.0021050000000000005 0.089680000000000024
decision_type=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 -4 -6 -2 8 -8 10 12 -12 16 -9 18 -16 -10 -1 -14
right_child=6 2 3 -5 5 -7 7 13 9 -11 11 -13 14 -15 15 -17 -18 -19 -20
leaf_value=-0.0029153231278648845 -0.0014039503171189779 0.0016302203157366401 -0.003772763332784583 0.0012949621789594388 0.0013798195048341179 -0.0017247564480437289 -0.0022235114982745809 4.0850191265425946e-05 0.0033750708955891978 -0.0024910856994521452 0.00085578893835784619 -0.0033616536344902555 0.00045613534244686799 0.0026875562142669616 -0.0011521095251425511 0.0025825065479721538 0.00075753942997194206 -0.0007033575764700626 -0.0018804902431764053
leaf_weight=0.0013172117273866774 0.0015317282325633111 0.0014276594505317486 0.0010811377411036327 0.0014091105186224695 0.00124352134289063 0.0010308497118644566 0.0010105620023139758 0.0010497155696796989 0.0016962170826442264 0.0010082886150568635 0.0011657395476527554 0.0010534036128104773 0.0010918971038694197 0.0018674385358808951 0.0010592351342815221 0.0018376601804677151 0.0010242794309602843 0.0014602405534985818 0.001061101287537114
leaf_count=814 63 153 271 27 236 374 162 83 155 57 110 78 178 267 64 233 61 325 199
internal_value=0 -0.00054138 1.79865e-06 -0.000486138 -0.00123409 -2.73173e-05 0.000251429 0.000421312 0.000102144 0.000315842 0.000599158 -0.00114619 0.00109761 0.00173516 0.000401608 0.00121696 0.00238956 -0.00175239 -0.000695466
internal_weight=0 0.00896973 0.00619228 0.00476462 0.00335551 0.00227437 0.0164573 0.0149255 0.0120084 0.0109978 0.00998953 0.00221914 0.00777039 0.00291715 0.00504989 0.0028969 0.0027205 0.00277745 0.002153
internal_count=3910 2200 1061 908 881 610 1710 1647 1297 1135 1078 188 890 350 674 297 216 1139 377
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=19
num_cat=0
split_feature=403 132 0 52 16 0 40 0 3 0 0 150 4 52 49 160 2 15
split_gain=0.000131298 0.000151049 0.000159842 0.000302534 0.000179692 0.000364825 0.000239871 0.000241754 0.00020692 0.000409077 0.000433048 0.000178783 0.000181427 0.000178233 0.00017213 0.000148495 0.000128861 4.55932e-05
threshold=-1.0000000180025095e-35 0.080815000000000012 0.12346000000000001 0.09716000000000001 -0.063614999999999991 -0.08824499999999999 0.0034800000000000005 -0.21145499999999998 1.0000000180025095e-35 -0.060094999999999989 -0.087899999999999992 0.077110000000000012 0.18622000000000002 -0.062489999999999997 -0.0087399999999999995 0.087825000000000014 0.11339500000000001 -0.11739999999999999
decision_type=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 11 7 -6 9 10 -9 12 -2 -10 -7 -13 17 -14
right_child=1 -3 3 -5 6 14 -8 8 13 -11 -12 15 16 -15 -16 -17 -18 -19
leaf_value=-0.0015352953598697058 -0.0020508081317601964 0.0013445272748448911 -0.0031249505277564545 0.00029281510151464454 0.0014679547491384325 0.00062866383255058827 0.0017760198406168912 0.00034569020941345045 -0.00096676298321969601 0.0012569535959126392 -0.003521105328023637 0.0024338349100907837 5.8728256974571163e-05 -0.0036350580926875534 0.0029319107813837431 -5.0524591513795166e-05 -0.0011143906737823542 0.0015109077541677713
leaf_weight=0.0012742045061119303 0.0014158988222981589 0.0019530041988202731 0.0010856701495194345 0.0013656488672955103 0.0010591216893862648 0.001350943891854639 0.0010447172373666555 0.0013181160148711662 0.0012907915629565281 0.0019677726864356718 0.0013892131327724044 0.0010056549341552756 0.0010050749878892651 0.0010685852673653073 0.0017256868109989353 0.0012732067485927701 0.0014128634931160344 0.0010145754085932879
leaf_count=930 310 277 110 24 53 65 47 231 120 182 676 119 67 64 451 41 92 51
internal_value=0 5.70338e-05 -5.83435e-05 -0.00122089 8.89904e-05 0.000529783 -0.000403202 -0.000684494 -0.00100857 -0.000419778 -0.00163848 -7.05729e-05 -0.000595301 -0.00217526 0.00192056 0.00104582 5.0908e-06 0.000788234
internal_weight=0 0.0237465 0.0217935 0.00245132 0.0193422 0.0102039 0.00913832 0.0080936 0.00703448 0.0046751 0.00270733 0.00712727 0.00484841 0.00235938 0.00307663 0.00227886 0.00343251 0.00201965
internal_count=3910 2980 2703 134 2569 1196 1373 1326 1273 1089 907 680 520 184 516 160 210 118
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=146 9 52 133 453 1213 1456 1374 11 480 133 1374 38 484 2 157 0 151 13 52 12 42 2 43 2 1 12 1 0 51
split_gain=0.00100408 0.00116404 0.000774673 0.000968148 0.000809354 0.000843692 0.000608412 0.000643665 0.000705703 0.000650101 0.000699897 0.000638726 0.000649565 0.000556246 0.000997602 0.000711326 0.000610928 0.000610465 0.000778318 0.00130151 0.000482539 0.000971681 0.000715071 0.000809826 0.000396327 0.000531228 0.000492275 0.000311473 0.00109672 0.000263348
threshold=0.10949000000000002 0.10802500000000002 -0.42985499999999993 -0.26719999999999994 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 0.086640000000000009 0.10681500000000001 0.087785000000000016 0.10386000000000002 0.097080000000000014 0.10910500000000002 -0.082189999999999999 -0.23029999999999998 -0.084129999999999996 -0.0019849999999999994 0.11588000000000002 -1.0000000180025095e-35 -0.10770999999999999 0.094580000000000011 -0.26007999999999992 0.096750000000000017 0.099115000000000023 0.084235000000000018 0.10444500000000001 0.10302000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 13 14 15 -9 -17 -18 19 24 -20 -22 23 -23 25 26 -19 28 -16 -29
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 -12 -13 -14 -15 27 16 17 18 20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0009992693527371495 -0.0013610738484419701 0.0014000389704152145 -0.0013658210326588135 -0.00088758226079864119 -0.0012181228240255644 -0.00067817339908548819 -0.000660007361671394 -0.00082413705394257053 -0.00068784961083822281 -0.00070652008577095791 -0.00057181030937122792 -0.00078553222602301576 -0.00072497512461173683 -0.00066961447850131302 -0.00043935178008684721 0.0010576748246147833 -0.00037669022434761714 0.00074942272529750686 0.00063426892253487456 -0.00082502624509754835 -0.0014152791508552478 0.0013325242546487655 -0.0009064238728069109 -9.8813555825195759e-06 0.0013040433051517636 0.0011257883525342366 -0.00030668014522782985 0.00052842791921458698 0.001416805662763365 0.0013537394376556692
leaf_weight=0.0016456729092195746 0.0011343722844685536 0.0011794568640341998 0.0010400778624767839 0.0018576023065960392 0.0010409862434528341 0.0019833737425747336 0.001998317140898819 0.0011548173898043848 0.0018638150844960668 0.0015099305328416515 0.0020012559843900482 0.0010781584602899122 0.0011476716388232324 0.0010205804500080786 0.0012759838506974921 0.0021088613165378542 0.0027483968094226255 0.001995917502998875 0.0021881008362969467 0.0011154582028103386 0.0010304707842681005 0.0012246975161360751 0.0011924806132030952 0.0036467988375264056 0.0024255573277649489 0.0025247328305919581 0.0016405323932455751 0.0010681089470416794 0.0013224877761928155 0.0030159866224037657
leaf_count=353 11 32 227 563 34 278 68 117 65 205 365 73 42 65 71 37 172 72 34 106 33 7 48 130 40 105 296 61 9 191
internal_value=0 -2.42975e-06 -3.56011e-05 -2.71343e-06 2.73354e-05 5.54348e-05 9.49933e-05 0.000131246 0.000170481 0.000212101 0.000249663 0.000296734 0.000331208 0.000368277 0.000401713 0.00027066 0.000323688 0.000252466 0.000343549 0.000626428 4.78803e-05 -0.000132976 8.49296e-05 0.0003276 0.000814979 0.000622443 0.000272977 0.00089193 0.000505336 0.0011379
internal_weight=0 0.0510463 0.0498668 0.0482212 0.0471811 0.0461401 0.0442825 0.0422991 0.0403008 0.038437 0.0369271 0.0349258 0.0338476 0.0327 0.0316794 0.0249968 0.023842 0.0217331 0.0189847 0.0097022 0.00928255 0.00709445 0.00606398 0.0048715 0.00858674 0.00616118 0.00363645 0.00668257 0.00259847 0.0040841
internal_count=3910 3899 3867 3514 3287 3253 2690 2412 2344 2279 2074 1709 1636 1594 1529 1197 1080 1043 871 619 252 218 185 137 513 473 368 332 80 252
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=156 146 10 403 453 31 2 484 16 123 1 51 15 159 3 49 0 0 12 123 124 13 12 48 2 160 16 4 1374 3
split_gain=0.00112538 0.00105203 0.00118282 0.000724052 0.000699414 0.000704925 0.0007619 0.000903104 0.000562352 0.000553767 0.000702552 0.00106723 0.0007979 0.000780784 0.00060057 0.000737476 0.000575282 0.00112318 0.000595744 0.000553463 0.000613832 0.000648807 0.000487485 0.000543677 0.000693333 0.000513868 0.000901791 0.000486086 0.000463617 0.000501664
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 0.096520000000000009 0.096095000000000014 -1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 -0.54165499999999989 0.092740000000000017 0.12958500000000003 -0.40274499999999996 -0.11739999999999999 0.09141500000000001 -0.12817999999999996 -0.085974999999999982 -0.10575999999999998 -0.089879999999999974 0.094045000000000004 0.084000000000000005 -1.0000000180025095e-35 -0.26418499999999995 0.099170000000000022 0.12675000000000003 0.11635500000000001 0.069910000000000014 -0.019979999999999994 -0.15333499999999997 -0.049459999999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 10 12 -12 -9 14 27 -16 28 -18 -19 20 -10 -22 23 24 25 26 -23 -14 -17 -30
right_child=1 -3 -4 -5 -6 6 8 9 19 -11 11 -13 13 -15 15 16 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015770777037027364 0.0010120302386086829 -0.001493773063736584 0.0012601758533288343 -0.0011058541786330054 -0.0012736648167035944 -0.0015770835261055712 0.0013727785503022082 -0.0012220060996461844 -0.000948929777443618 -0.0012428470704137274 -0.00031583848795003626 0.0015773526022984442 0.0011973592574517089 -0.0012467126635502797 -0.0010462011793212862 -0.00043403759350469761 -0.001577078493410653 0.00029389650219189829 -0.00087542754188537459 0.0010142071257980179 0.00081239164794181531 -0.0010890638750144252 -0.0006898453258368174 -0.00057865666288758281 0.0010046489761113976 0.0007812254740588167 0.00034000064874764347 -8.2025760377051716e-05 9.5385130612937372e-05 0.0012048223159693639
leaf_weight=0.00113271057598363 0.0018497420777947573 0.0011302212246846457 0.0019159279983216307 0.0014363248061806102 0.0010020958258110104 0.0010747022999758596 0.0010464860785157617 0.0016053013459932887 0.0012861558558299171 0.0010109710009515984 0.0014271273662416206 0.0015391119501231279 0.0017625398179159646 0.001292982993780444 0.0018296187560764574 0.0012093293094039836 0.0013199213856352381 0.0047360657728806928 0.0014049822955146674 0.0018167110397393485 0.0032538881713168833 0.0018401245871206822 0.0020066671655105681 0.0020383781869099957 0.002624951465111991 0.0016921953736996898 0.002723399005287069 0.001271159465167304 0.0019295118098483404 0.0021352711604869512
leaf_count=197 81 11 91 287 35 408 59 118 43 14 16 28 40 112 78 16 149 879 233 152 90 69 238 38 108 72 133 44 43 28
internal_value=0 1.14406e-05 4.41052e-05 -2.33895e-06 3.01877e-05 5.75638e-05 1.90806e-05 -0.0001622 0.000246906 -0.000100069 -5.08292e-05 0.000666494 -0.000154639 -6.39389e-05 2.29614e-05 -0.000109995 2.45077e-05 -0.000257295 2.63722e-05 0.000185804 9.96369e-05 0.00018299 2.4546e-05 0.000155834 0.000324422 3.89932e-05 -0.000236233 0.00066128 0.000423156 0.000678184
internal_weight=0 0.0532119 0.0520816 0.0501657 0.0487294 0.0477273 0.0458776 0.0255486 0.020329 0.0244739 0.0234629 0.00296624 0.0204967 0.0188914 0.0175984 0.0145647 0.0127351 0.00746097 0.00614105 0.0192825 0.0174658 0.0161796 0.0129257 0.010919 0.00888067 0.00625572 0.00456352 0.0030337 0.00527411 0.00406478
internal_count=3910 3713 3702 3611 3324 3289 3208 2206 1002 1798 1784 44 1740 1622 1510 1426 1348 1261 1112 943 791 748 658 420 382 274 202 84 87 71
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=52 453 31 1213 480 133 1429 1374 1374 0 0 16 132 1 4 1 52 52 15 52 15 13 49 15 16 4 3 13 41 150
split_gain=0.000636108 0.000640524 0.000637356 0.000472036 0.000451546 0.000450742 0.000481527 0.000446505 0.000456406 0.000485922 0.000546268 0.000698972 0.000687295 0.000558861 0.000449399 0.000515534 0.000655817 0.000729939 0.000465668 0.000409947 0.000955673 0.000590521 0.00047767 0.000487972 0.000630207 0.000680365 0.000372048 0.000350225 0.000319131 0.000228422
threshold=-0.42985499999999993 0.095100000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.090240000000000015 -0.23029999999999998 -0.074904999999999985 -0.50585499999999983 0.080815000000000012 0.12730000000000002 -0.078094999999999984 0.10080500000000002 -0.077699999999999977 -0.089799999999999977 -0.11739999999999999 0.11588000000000002 -0.03231499999999999 -0.060719999999999989 -0.029304999999999998 -0.017214999999999998 0.31524000000000002 -0.37626499999999991 -0.10628499999999998 -0.083244999999999986 0.079885000000000025 0.090145000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 11 28 19 14 27 16 17 -16 -17 21 -21 -12 -23 26 25 -25 -24 -13 -11 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 10 12 13 -14 -15 15 18 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099912565479772148 0.00094539997079240998 -0.0011744274342689967 -0.00078535192854611966 -0.0009180342846570903 -0.00075441602292373306 -0.00068463616226318278 -0.00060968075838460016 0.00045643307756665304 -0.00083502777699516321 0.00098594283921776523 0.00085046938879040467 0.00087194186244518937 0.0013461456785118198 0.00076135237887027128 -0.0010702139995138289 -0.00076112949953190004 -0.0012294838682631627 0.00063152560696308089 0.00030769956297543898 0.00058814857977564691 -0.0011396428756331549 0.00084444194851619585 -1.6153628420459742e-05 -0.0010958206917636793 0.0010962197514054433 0.0004650439058129096 -0.00127774489478576 -0.00026499287481474118 -5.8914858830152854e-05 0.0012931344269868634
leaf_weight=0.0014517889235156059 0.0016069644637746175 0.0010026993508489559 0.0016576773368182354 0.0010211790652092647 0.0015846408902238087 0.001741579588075858 0.0017797225490312476 0.0022706838467012524 0.0010023205465135012 0.0017628826860296353 0.0035958744458979303 0.001100139602852046 0.0013270553796629328 0.0011673692681735135 0.0010466536842659302 0.0013791582034485828 0.0029871249010858291 0.0011888512515270148 0.0025917111377626867 0.0014100171698627761 0.0014177559173713669 0.0015714526924739411 0.0010124256235997109 0.0010617506528234361 0.0012617630816151859 0.0014711904275106604 0.0010531719937922918 0.0013116840466100227 0.0010184465902796092 0.0010554377423801498
leaf_count=353 112 37 584 76 226 393 63 47 66 100 125 74 69 68 136 36 575 44 96 53 49 50 16 37 11 51 48 252 31 32
internal_value=0 1.09177e-07 2.66003e-05 -7.85684e-06 2.34316e-05 5.45523e-05 8.85501e-05 0.000116448 0.000153303 0.000182386 0.000123999 -7.1729e-05 0.000324517 -0.00021873 -0.000317316 -0.000467094 -0.000773935 -0.000165221 -6.3525e-05 0.000226667 -0.000278111 0.000356105 0.000116905 -7.81854e-05 0.000238187 -0.000189235 -0.000659392 0.000253613 0.000603345 0.000721933
internal_weight=0 0.0454594 0.0444567 0.0428497 0.041192 0.0396074 0.0378658 0.0368446 0.0350649 0.0340626 0.0307365 0.015554 0.0151825 0.0127727 0.0116053 0.0091935 0.00522263 0.0022355 0.00397087 0.0138554 0.00282777 0.0110276 0.00743175 0.0058603 0.0037947 0.00253294 0.0020656 0.00241182 0.00278133 0.00332612
internal_count=3910 3557 3520 3408 2824 2598 2205 2129 2066 2000 1921 1412 509 1281 1213 887 755 180 132 440 102 338 213 163 99 88 64 326 131 79
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=19
num_cat=0
split_feature=1456 1 13 12 4 11 3 2 47 52 52 0 1 15 0 4 15 3
split_gain=0.000160763 0.000145654 0.000330453 0.000260526 0.000302822 0.000206332 0.000251592 0.000276846 0.000266366 0.000168696 0.000225051 0.000221521 0.000441026 0.000318409 0.000237866 0.000162032 0.000154717 0.000142477
threshold=-1.0000000180025095e-35 0.12730000000000002 -0.052124999999999998 0.098845000000000016 0.24280000000000004 0.079700000000000007 -0.115685 0.106285 0.09252500000000001 0.10599500000000002 -0.092854999999999979 -0.15007499999999999 0.095575000000000007 -1.0000000180025095e-35 -0.23029999999999998 -0.14963999999999997 -0.074174999999999977 -0.028189999999999996
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 5 -5 6 7 15 9 10 -8 14 13 -13 -12 -2 -4 -15
right_child=1 2 16 4 -6 -7 8 -9 -10 -11 11 12 -14 17 -16 -17 -18 -19
leaf_value=-0.0018806067048857845 0.0017339511204791924 0.0030765987729975395 0.0013753267163339993 -0.0026814553209370041 0.00046893848885001208 -0.0018783008168955725 -0.0011362190001164938 0.003474277341801345 -0.001722435110389309 -0.001237537691379333 0.00085719799730507172 -0.0013207611215057941 0.0037697089841474836 0.0002482381555126735 -0.0017404659384951731 -0.00084705661832207009 -0.00081971745423664404 0.0025967198758771333
leaf_weight=0.0010069844604717873 0.0011228799322244853 0.0011074759373254084 0.0011938599391441151 0.0017343480437487921 0.0011317886487809403 0.0011062388421705363 0.0016817041559999942 0.0010140133465839085 0.0018443570573257748 0.0015483661815989822 0.0019653093498703811 0.0013060064635690687 0.0012983286993399901 0.0010127619228870437 0.0013245105995203215 0.001062659334354339 0.0018189072024128441 0.0013565145010154944
leaf_count=369 46 183 87 430 53 159 323 42 204 321 71 409 166 800 58 68 71 50
internal_value=0 5.07241e-05 0.000863594 -0.000112575 -0.00143742 0.000102641 0.000235152 0.00142828 -5.1061e-05 0.000217144 0.000443624 0.000765141 0.00139603 0.0005575 -0.000188644 0.000479006 5.01059e-05 0.00159285
internal_weight=0 0.02463 0.00412024 0.0205098 0.00286614 0.0176437 0.0165374 0.00319955 0.0133379 0.0114935 0.00994514 0.00826343 0.00497361 0.00367528 0.00328982 0.00218554 0.00301277 0.00236928
internal_count=3910 3541 341 3200 483 2717 2558 156 2402 2198 1877 1554 1425 1259 129 114 158 850
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=146 9 52 1213 151 480 49 52 13 43 13 0 1 49 474 160 52 49 15 151 457 42 43 1374 0 16 2 49 4 2
split_gain=0.000981473 0.00103281 0.000702827 0.000721607 0.000599396 0.000520275 0.000561106 0.000508028 0.000837457 0.000830748 0.000797621 0.000769234 0.00057089 0.00115621 0.000487331 0.000890457 0.000488027 0.000478126 0.000470259 0.000424947 0.000959559 0.000477564 0.00050018 0.000597473 0.000615572 0.000405548 0.000379092 0.000570739 0.000768925 0.000325792
threshold=0.10949000000000002 0.10802500000000002 -0.42985499999999993 -1.0000000180025095e-35 -0.40391999999999995 0.086640000000000009 0.13906000000000002 0.11588000000000002 0.0024700000000000004 0.24789500000000006 -0.00059999999999999995 -0.06402999999999999 0.10004000000000002 -0.084114999999999981 0.084655000000000022 -1.0000000180025095e-35 -0.068164999999999989 -0.007794999999999999 -0.07142999999999998 0.085710000000000022 -0.0015249999999999997 -0.10770999999999999 0.083940000000000015 -0.094679999999999986 -0.22851499999999997 -0.23935499999999996 0.096970000000000015 -0.024179999999999997 -0.080874999999999989 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 9 18 10 11 12 13 -6 15 -12 -16 -14 -9 20 -17 -22 23 -23 -25 -26 27 -15 -29 -27
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 14 -13 17 26 16 19 -18 -19 -20 -21 21 22 -24 24 25 29 -28 28 -30 -31
leaf_value=-0.00091334052996380505 -0.0012828297560491923 0.0013217019827043331 -0.00080531481605711458 -0.00085740327697494262 -0.0011806146144434496 -0.00069133384505384388 0.00087638873115615946 -0.00015539747176745875 0.0004585916168725017 -0.0008490896428695044 -0.0011981326025120704 0.00085011395098261709 0.0013460161931281654 0.00083070807585986558 -6.3384954242607202e-05 -0.0013002098334135132 0.001196586106410766 0.00029278211293730047 -0.0011519070834673979 0.00079635945306407992 -0.00061673460334080957 -0.00056322140284774771 -0.00061421420217206389 0.0011140436855475902 0.00077947746671697745 -0.00040975950501214765 0.00081422897981162741 0.00052180956334884926 -0.00098670888613799348 0.00029630968199621804
leaf_weight=0.0015457315555985609 0.00108985341466905 0.0010615490934622321 0.0018893384333921728 0.0012971099680747491 0.0013056450344453028 0.0015618972321346227 0.0016203131279737262 0.0015594037766222257 0.0016615706524203411 0.001511246214945138 0.0012294808788617653 0.0047528337902020901 0.0011241924682909854 0.0010607420623784955 0.0011002557764783205 0.0010616029869652275 0.0011276757274458751 0.0025562786243757962 0.0019069744766223575 0.0011059093852696664 0.0017727757762866512 0.0014102849191885989 0.0014041702252800556 0.0016711159851130501 0.0016304448093555938 0.0020194773771970934 0.0014757742079842817 0.0010626989547347018 0.0014436904240375786 0.0028610809899500822
leaf_count=353 11 32 584 71 57 226 59 162 88 164 64 188 98 59 56 29 29 163 229 23 59 17 14 35 39 88 75 235 453 150
internal_value=0 8.62379e-06 -2.05802e-05 9.29962e-06 4.40461e-05 7.12402e-05 9.9985e-05 6.83887e-05 -0.000327032 0.000126845 0.000171301 0.000404104 0.000192737 -5.17684e-05 -1.57823e-05 -9.71107e-05 0.000574354 0.00061449 -0.000703612 -6.48357e-06 -7.06781e-05 3.15412e-05 0.000136051 0.000245877 0.000385335 0.000198304 0.000240498 3.13734e-06 -0.000347103 4.15238e-06
internal_weight=0 0.0487913 0.0477297 0.046184 0.0442946 0.0429975 0.0414356 0.0398153 0.00512795 0.0346874 0.0331761 0.0147819 0.010029 0.00634855 0.0183943 0.0161663 0.00222793 0.00368047 0.00346638 0.0149369 0.013831 0.0127694 0.0109966 0.0095924 0.00818212 0.006511 0.00504291 0.00356713 0.00250639 0.00488056
internal_count=3910 3899 3867 3514 2930 2859 2633 2574 479 2095 1931 1328 1140 879 603 518 85 261 391 454 431 402 343 329 312 277 822 747 688 238
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=21
num_cat=0
split_feature=1456 480 1 14 51 11 3 43 16 133 123 0 49 15 3 3 0 15 0 16
split_gain=0.00013459 0.000140632 0.00017732 0.000243781 0.000228812 0.000180641 0.000261318 0.000291957 0.000220509 0.000217735 0.000263919 0.000330383 0.000255614 0.000323315 0.000203291 0.000161093 0.000321093 0.000291762 0.000146242 0.000153752
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.13662500000000002 0.054835000000000009 -0.07742499999999998 0.088315000000000018 -0.12008499999999998 0.083940000000000015 0.057390000000000004 -0.0023199999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.091004999999999989 -0.095799999999999982 0.10420500000000001 0.099570000000000006 -0.070894999999999986 -0.089594999999999994 -0.18087499999999998 -0.090129999999999988
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 -4 6 7 8 -2 -8 11 12 -11 18 -13 16 17 -15 -14 -20
right_child=1 -3 4 -5 -6 -7 9 -9 -10 10 -12 14 13 15 -16 -17 -18 -19 19 -21
leaf_value=-0.0015901236272478094 0.0032782465718086814 -0.0015536530376509304 -0.00012572962820845147 -0.0021026054270547332 0.0027226174576291317 -0.0016432533848029975 -0.0016698523832529798 -0.00058644662431509887 0.00060005790891385572 -0.0016929324783416517 0.0017661340909831298 -0.0030707497778993077 -0.0016356920589244478 0.0017510282151914703 -0.00030821578010487927 0.0022915856436116805 0.0025419507885932292 -0.0011117981301828268 0.001348950399485031 -0.00098670536704858732
leaf_weight=0.0010058611734687075 0.0013732491586955177 0.0010126808301899872 0.0010742298258481497 0.0010146000424682824 0.0010870668597930391 0.0010834891796669402 0.0014394372960619744 0.0011073916295174513 0.0010312506050205172 0.0011978554293690111 0.0016436667520768342 0.0010365244068879587 0.0014702497661147618 0.001044533839011038 0.0010052661960102682 0.0015706997087123753 0.0012224007271352012 0.0019649737372778586 0.0010551507333471655 0.0011058189228603209
leaf_count=369 94 287 35 112 182 106 853 28 66 100 209 149 60 67 44 82 155 737 79 96
internal_value=0 4.34289e-05 0.00011217 -8.68093e-06 0.0013069 9.57069e-05 0.000193491 0.00127317 0.00212962 -4.71526e-05 0.000115993 -9.80199e-05 0.000211678 0.000453515 -0.00171063 0.00109451 0.000650212 -0.000118174 -0.000570785 0.00015374
internal_weight=0 0.0245405 0.0235279 0.0213666 0.0021613 0.020352 0.0192685 0.00351189 0.0024045 0.0157566 0.0143171 0.0126735 0.0106317 0.00943383 0.00204179 0.00580261 0.00423191 0.00300951 0.00363122 0.00216097
internal_count=3910 3541 3254 3037 217 2925 2819 188 160 2631 1778 1569 1376 1276 193 1041 959 804 235 175
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=156 151 146 4 50 403 156 12 403 1374 39 42 43 376 159 1374 0 0 1 12 1 1 52 43 48 47 16 47 1 15
split_gain=0.00113302 0.00105897 0.00107272 0.00136624 0.000920252 0.000896737 0.000896177 0.000795883 0.000801683 0.000847609 0.000933577 0.00120501 0.000929035 0.000919079 0.000832518 0.000795032 0.000827082 0.000774572 0.000818613 0.000856234 0.00073882 0.00111454 0.000706605 0.000970399 0.000692602 0.000645618 0.000633462 0.000526494 0.000572512 0.000788071
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10949000000000002 0.28937500000000005 0.11581000000000001 -0.088854999999999976 0.10691500000000002 -0.12394999999999999 0.096520000000000009 -0.094679999999999986 0.16168500000000002 -0.26552999999999999 0.24789500000000006 0.088415000000000007 0.10856 0.084470000000000003 -0.23029999999999998 -0.070894999999999986 0.11327500000000001 0.092255000000000018 0.11235500000000002 0.11183500000000002 0.0074400000000000013 -0.11652999999999998 0.095825000000000007 0.12339500000000002 0.15100500000000003 0.09252500000000001 0.094385000000000011 -0.021529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -3 7 -7 9 24 11 -11 13 14 15 16 -13 18 19 27 21 -5 -19 -24 -9 -20 -25 28 -18 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 22 25 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0013460212069997951 -0.0012628146689022458 -0.0011124208138982099 -0.0012442152679018588 0.00073955873605756849 -0.00067830646082508918 -0.0007734287614324729 -0.0012182628314896045 -0.001280194968179575 -0.0010107916702842335 -0.0013461523903123163 0.0013465009018716343 0.00088011119031395659 -0.00088563710152709618 0.0013463246930345446 -0.00098061018734283377 -0.00089991725206918472 -0.00016827610576524479 0.00069287995212762 0.00098256480152444665 -0.0010831142288350098 0.0011083780349111713 -0.00079584759747072787 0.00077923685648187326 0.00017375695791789996 0.0001450352250151182 -0.00020994166114048708 -0.0009239084938009438 -0.00094359452296737564 0.0010103082597819381 -0.00041857862132930318
leaf_weight=0.0011428749123909556 0.0011668590151181482 0.0013521180305398053 0.0011692258481161835 0.0029470652069107928 0.001003133683298075 0.0021423876974733238 0.0010702383873855128 0.0014212486250855241 0.001216232527310567 0.0010032796054773021 0.0011380931251494522 0.0031835967402997619 0.0015118841876362579 0.0012062921787645555 0.0011385832842227819 0.0011722758713323947 0.0073220489653394866 0.0070551570096255845 0.0022277828057966067 0.0016858107921126084 0.0039124026774746135 0.001207307474260233 0.0021900047963754332 0.0020173780992305268 0.0010924877577878078 0.001303764506474181 0.0018042373678595069 0.0010958398992593219 0.0020432273443091731 0.0010630222960799074
leaf_count=197 65 495 11 83 18 57 154 42 269 20 20 42 166 30 159 82 881 214 44 241 289 11 19 69 12 14 30 82 63 31
internal_value=0 6.83983e-06 3.20801e-05 5.80206e-05 0.000537457 -3.17175e-05 -6.9657e-07 2.76101e-05 6.67089e-05 9.74168e-05 0.000144872 0.000109828 0.000148248 0.000191062 0.000151587 0.000189319 0.000228023 0.000158378 -3.33018e-05 -0.000187188 0.000688641 0.000293352 0.000403963 6.48936e-05 -0.00066078 0.000542319 -0.000344466 -5.61277e-05 3.71302e-05 0.000521314
internal_weight=0 0.059863 0.0586961 0.0575269 0.00906991 0.048457 0.0471049 0.0460346 0.0438922 0.042676 0.0401623 0.0390242 0.0380209 0.036509 0.0353027 0.0341641 0.0329919 0.0298083 0.0167415 0.0132099 0.00806678 0.00415437 0.0130668 0.00601162 0.00251374 0.00353155 0.00382162 0.0115241 0.0104283 0.00310625
internal_count=3910 3713 3648 3637 401 3236 2741 2587 2530 2261 2207 2187 2167 2001 1971 1812 1730 1688 1356 1298 383 94 332 118 54 58 99 1057 975 94
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=45 14 1213 52 160 1374 1374 150 1455 151 157 159 0 4 3 50 15 0 43 2 1 15 4 3 52 151 151 52 12 403
split_gain=0.00106388 0.00130671 0.000763227 0.000736397 0.000691046 0.000698077 0.000587996 0.000633024 0.00114333 0.000724151 0.000621514 0.000834309 0.000587622 0.000864361 0.000750867 0.000786333 0.000705569 0.000649237 0.000702236 0.000617857 0.000548732 0.000917658 0.000523499 0.000594193 0.000487345 0.000409849 0.000378194 0.000361497 0.000359904 0.000352054
threshold=-0.080134999999999984 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 0.090240000000000015 -0.094679999999999986 0.08486500000000001 1.0000000180025095e-35 -0.084764999999999993 -0.073574999999999988 0.11166500000000001 -0.076099999999999987 -0.51381999999999983 -0.074234999999999982 0.089915000000000009 -0.035939999999999993 -0.10575999999999998 -0.086304999999999979 0.10251500000000001 0.076710000000000014 -0.015439999999999997 -0.0025899999999999994 -1.0000000180025095e-35 -0.023079999999999996 -0.092609999999999984 -0.0010249999999999997 0.10433000000000002 0.091555000000000011 -0.088229999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 10 25 -8 12 17 27 24 16 -16 20 -19 -18 -12 -22 -20 -24 -15 -9 -11 -14 -26 -2
right_child=1 -3 3 4 5 -7 7 9 -10 26 11 -13 13 14 15 -17 19 18 22 -21 21 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013733829516998158 -0.00024239449022265782 -0.0012033992772404716 -0.00089278980398418918 -0.00079715106543359134 -0.00061068078447535756 -0.00099955830748724378 0.00068445400622746053 0.00047365036824382507 -0.0013729844939021046 0.0010870019193641434 -0.0005770074554712313 -0.0010786433546218876 -0.0011167652464438153 0.0012900712314380834 -0.00091552301565298087 0.0012606936845005626 0.00049741116826685977 -0.0012528582798318286 0.00050182562206086789 -0.00055805189666002038 -1.4424449563952171e-05 0.00097639261292373181 -0.0012996443936026257 7.8169356103446118e-05 0.00083070541888580099 -0.00073805835192197701 0.00025983086909170118 4.4261139021649663e-05 -8.8771842548092568e-05 -0.001372920201001293
leaf_weight=0.0010080692377982805 0.0010062216535295931 0.0017901574164596026 0.0016012628054440361 0.0017358474504134405 0.0020338840979192687 0.0010925007772737408 0.0032653619499440891 0.0010313436208093663 0.0010025662472519228 0.0032491765958901908 0.0018235287925509784 0.0011768690988285249 0.0010218622024638089 0.0022800292272959766 0.0013658089099211077 0.0010149026204935296 0.0036503639173064515 0.0015507502139837639 0.0014234336075403149 0.0014648005749755555 0.0066367009789467532 0.0023984488525528027 0.0010854945988144626 0.0012921894893920365 0.0020319186559500943 0.0010739791637917051 0.0015334569486720176 0.001000152959022671 0.0013258924373249492 0.0010725367850923364
leaf_count=15 104 122 337 258 66 56 203 64 161 139 85 108 35 41 115 59 61 215 436 37 202 37 144 39 41 27 78 5 146 474
internal_value=0 -5.00674e-05 -1.05461e-05 2.32338e-05 5.34389e-05 8.49708e-05 0.000110879 0.000144462 7.29869e-05 0.000526446 0.000113471 5.61791e-05 9.87578e-05 0.000293094 0.000421737 0.000137055 -3.89035e-05 -8.29333e-05 -0.000474283 0.000195164 0.00010995 0.000248595 -0.000156647 -0.00055085 0.00080024 -0.000144473 0.000821786 -0.000542485 0.000467633 -0.00082569
internal_weight=0 0.0540314 0.0522413 0.0501625 0.0485613 0.0468254 0.0457329 0.043699 0.0368111 0.00688796 0.0358085 0.0325431 0.0313663 0.0151557 0.0131337 0.00749588 0.00648097 0.0162105 0.00535187 0.00511516 0.0108587 0.00903515 0.00380112 0.00237768 0.00563784 0.00210532 0.00478263 0.00202202 0.00335781 0.00207876
internal_count=3910 3895 3773 3195 2858 2600 2544 2478 2170 308 2009 1806 1698 540 500 272 213 1158 834 98 324 239 619 183 228 91 217 40 187 578
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=146 147 1456 375 52 453 133 0 46 1 39 133 40 15 52 43 52 51 52 4 52 52 0 2 16 16 15 0 159 16
split_gain=0.000859698 0.00128369 0.000701251 0.000674712 0.000659012 0.000650925 0.000674671 0.000680198 0.000874272 0.000796663 0.000950865 0.000709733 0.00070779 0.000773419 0.00185505 0.000717449 0.000687802 0.000738187 0.000784532 0.00121762 0.000722811 0.000575125 0.000665206 0.000562992 0.000516326 0.000793843 0.000678431 0.000515669 0.000463948 0.000474192
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.083605000000000013 -0.42985499999999993 0.089535000000000017 0.11253500000000001 -0.074249999999999997 0.083550000000000013 1.0000000180025095e-35 0.005105000000000001 0.083815000000000014 -0.083709999999999993 -0.03231499999999999 0.11401500000000002 -0.080569999999999989 1.0000000180025095e-35 0.12342500000000002 -0.07984999999999999 0.0057500000000000008 0.18936500000000003 0.10062000000000001 0.15480500000000005 0.091250000000000012 -0.54165499999999989 -0.52908499999999992 -0.095799999999999982 -0.037619999999999994 0.092630000000000018 0.099280000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 16 -6 -9 15 21 27 17 18 23 -20 -18 22 28 -11 -21 -26 -27 -14 29 -15
right_child=-2 -3 3 -5 5 -7 -8 12 -10 10 -12 -13 13 14 -16 -17 20 -19 19 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00086951303934224391 -0.0012089658734438782 0.00081180006487059869 -0.00084428667813818566 -0.0010840032172171777 -0.00085829124631680187 -0.0010192059921805506 -0.00083770848426327829 0.0012442998685503806 -0.0012576467247612801 -0.00010358430717657819 0.0010297029724433578 7.1968085851212938e-05 -0.00072402376439250184 0.00080957806092882983 -0.0013197127655033437 0.00086933130793567521 0.0011049440160724668 -0.0011915998648688755 -0.0009726121673919217 0.00095597156703226946 -7.0428668398686548e-05 0.00096841817647116306 -0.00080703941002926191 0.0011107765452491698 -0.00098388205690489177 -0.00015065268438887357 0.00085715523437297216 0.00057261458823603382 -0.00049350934844581663 1.2392126065243005e-05
leaf_weight=0.0017390174132688721 0.0010353885363656437 0.003229270725100263 0.0015404359229903566 0.0010110714640294552 0.0031430494120258589 0.0010024569734099478 0.0014267759889616807 0.0012311335987642549 0.0010080218291932388 0.0011343367240503879 0.0018250384792808374 0.002617120938212425 0.0010457486070762911 0.0026352926739505837 0.0016004936668458916 0.0044210659224370721 0.0018939211566877381 0.0010076817515027878 0.002572479761677739 0.0010087675938024177 0.0017554023562942334 0.001496188493113948 0.0012489189388134037 0.0016057838306018368 0.0012965066077867959 0.0037017070733842417 0.0016959124010682558 0.001091446950513662 0.0012006993927720089 0.0025626587274842905
leaf_count=365 11 148 294 48 750 38 452 74 23 54 141 324 35 70 63 207 66 18 267 21 101 34 21 47 18 59 30 39 49 43
internal_value=0 4.74696e-06 -4.58399e-05 -1.70658e-05 5.05381e-06 3.27564e-05 5.55692e-05 8.40184e-05 -5.25637e-05 -4.46946e-06 0.000122909 -0.00043563 0.000277581 0.000208796 -9.16835e-06 0.000565882 2.92639e-05 -0.000103534 -1.92944e-05 -0.000186591 0.000539565 0.000220225 7.38468e-05 0.000608064 7.59106e-05 -5.67096e-05 0.000165997 -6.1842e-05 0.000245782 0.000416555
internal_weight=0 0.0547484 0.0515191 0.0497801 0.048769 0.0472286 0.0462262 0.0447994 0.0262657 0.0252577 0.0194975 0.00576017 0.0185336 0.0173025 0.0107443 0.00655826 0.0176725 0.0140232 0.0130155 0.0102754 0.00364932 0.00914376 0.00764757 0.00274012 0.00770289 0.00669413 0.00539762 0.0021372 0.00639865 0.00519795
internal_count=3910 3899 3751 3386 3338 3044 3006 2554 1919 1896 822 1074 635 561 280 281 681 514 496 395 167 217 183 101 128 107 89 74 162 113
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=156 151 4 481 1348 1429 123 403 403 1374 106 31 1374 48 124 52 42 16 123 483 13 49 47 43 52 13 15 49 12 15
split_gain=0.00105563 0.000936809 0.00108873 0.00106574 0.000925293 0.000856057 0.000892049 0.000850137 0.000828228 0.000723431 0.000808793 0.00114044 0.000686198 0.000928903 0.00076861 0.000818403 0.00102077 0.000690243 0.000606217 0.000787074 0.000786231 0.000707633 0.000563152 0.000894962 0.000708025 0.000954074 0.000855196 0.000655841 0.000900955 0.000508385
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.51224500000000017 1.0000000180025095e-35 0.090050000000000005 -1.0000000180025095e-35 0.13456000000000004 0.096520000000000009 -0.088854999999999976 0.089520000000000016 0.090955000000000022 -1.0000000180025095e-35 -0.094679999999999986 0.095825000000000007 0.11158000000000001 -0.048794999999999991 -0.10770999999999999 -0.54165499999999989 0.087855000000000016 0.088115000000000013 -0.5337599999999999 0.093425000000000022 0.11603500000000001 -0.18906999999999999 0.10898500000000001 -0.083924999999999986 -0.09547499999999999 -0.029304999999999998 0.081660000000000024 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 -10 13 -13 15 29 -17 -18 19 20 -19 22 23 -22 25 -25 -26 -27 -29 -14
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 14 -15 -16 16 17 18 -20 -21 21 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=-0.0013729352618060823 -0.0012671571247658911 -0.0010488186927149151 0.0013051050940677694 -0.0013730167816950385 0.0012966477055117789 -0.00086577182612333206 -0.0011902751732095391 -0.00097497582074764291 0.0013730872866336405 -0.00088849186792675872 -0.0010796611585689867 -0.0013727911868282709 0.00049688050701770787 0.00033716503477852538 0.00096642162352803635 -0.0011930471545115518 0.0010297394379840241 -0.0011830896998604491 0.00097568115403967441 -0.0011863390960324342 0.0007008030489173739 0.00077423088940106093 -0.0010270046897013561 0.00049142545898630163 0.00019180248697421473 0.00041087498952342705 -0.0013729904049860739 -0.00015611178562976042 -0.0013393317715206905 -0.00045820099031290495
leaf_weight=0.0011043741315842617 0.0011104912471964204 0.001481566881791351 0.0011905238669358545 0.0010786914308531506 0.0010256316225021314 0.0017347443408823873 0.0011432684604173451 0.0015224703596634073 0.0014041525408012836 0.0013574112655776452 0.001022458766691158 0.0013167399789928416 0.011266951217284937 0.0010981013855513311 0.0021022719333085851 0.0013225018976237837 0.0012715262848281691 0.0010099765057134348 0.0011303065727945585 0.0011021607256491697 0.0030854855061761511 0.0023116603432435925 0.0010103740951805653 0.00504947144442846 0.001102436359737391 0.0019656572515174284 0.0016338606475172499 0.0040982539542131751 0.0017227634581509221 0.0011584260381968256
leaf_count=197 65 143 166 92 42 500 16 270 63 71 18 40 569 11 28 106 63 9 45 150 34 86 32 254 36 35 219 98 354 98
internal_value=0 -1.81739e-05 5.85568e-06 -2.15069e-05 4.78429e-06 -1.95607e-05 9.24201e-06 3.57163e-05 6.63213e-05 9.96308e-05 0.000128057 0.000154806 0.000116587 -0.000595222 0.000157181 0.000114905 -1.59454e-05 4.28122e-05 -6.94133e-06 -5.30421e-05 1.28928e-06 5.57113e-05 -2.87379e-05 2.53208e-05 -0.000108518 2.66389e-05 -0.000742545 -0.000274764 -0.000506293 0.000407838
internal_weight=0 0.0588303 0.0577198 0.0565293 0.0554506 0.054425 0.0529434 0.0518002 0.0502777 0.0485429 0.0471855 0.0461631 0.0447589 0.00241484 0.0423441 0.0402418 0.0278164 0.0264939 0.0252224 0.0240921 0.0229899 0.02198 0.0196683 0.0186579 0.0155724 0.0128361 0.0027363 0.00778667 0.00582102 0.0124254
internal_count=3910 3713 3648 3482 3390 3348 3205 3189 2919 2419 2348 2330 2267 51 2216 2188 1521 1415 1352 1307 1157 1148 1062 1030 996 741 255 487 452 667
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=156 146 147 9 1455 403 457 457 403 151 156 4 11 16 480 13 1374 48 49 160 133 16 2 42 158 49 13 43 133 0
split_gain=0.00102096 0.000950627 0.00111212 0.000704925 0.000655246 0.000679345 0.000568125 0.00079669 0.00064527 0.000586148 0.000611897 0.000960304 0.00064927 0.00070891 0.000611108 0.000616054 0.000678536 0.000748307 0.000928583 0.000541145 0.000808861 0.000726091 0.000620734 0.00055745 0.000455019 0.000501686 0.000567201 0.000834221 0.000473226 0.000443183
threshold=-1.0000000180025095e-35 0.10949000000000002 0.089245000000000005 -0.016839999999999997 0.086535000000000015 0.096520000000000009 -0.23052999999999998 -0.079274999999999984 -0.088854999999999976 -0.27336999999999995 0.11896500000000002 0.50657000000000008 0.088315000000000018 -0.53492499999999987 0.08456000000000001 -0.5337599999999999 -0.094679999999999986 0.016865000000000002 -0.088729999999999989 -0.082969999999999988 -0.090054999999999982 -0.008069999999999999 -1.0000000180025095e-35 -0.10770999999999999 0.085745000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26007999999999992 0.084760000000000016 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -11 15 -15 -17 19 -19 21 -21 -18 -22 29 25 -25 28 -28 -27 -24
right_child=1 -3 -4 4 -6 -7 7 8 9 10 -12 -13 -14 14 -16 16 17 18 -20 20 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0015158216189895982 0.0008501250858889178 -0.0014148295371298287 0.00089336903542990551 0.0011073697743781957 -0.0012166121032782793 -0.0011470371704794043 -0.0010967837428399621 -0.0010515841308309465 -0.0009215620909940013 0.0012980490463715617 -0.00094363546470795556 0.0014250240630576817 -0.00088824632655688926 -0.00094741238374209432 -0.0010550862469726396 -0.00068334411812999191 -0.0013269136305861051 -0.00048230720610972604 0.00080008474431599334 -0.0010436449815668697 -0.00078031544188592332 0.00019759878891173312 -0.001134258273373629 -0.00045365284843531628 -0.00053126588979111292 0.0010019867768184974 0.00085583089747028019 -0.00062830786038768768 0.00011022253226860976 0.00025700912877738377
leaf_weight=0.0010332994625603656 0.0020393341576712123 0.0010617168682074398 0.0032454649943334237 0.0010355420425121045 0.0010992217937368922 0.0012235149613202259 0.0015474528487242614 0.0012752401206547184 0.0013981356196595121 0.0011172377288914811 0.0013057313933182426 0.0012375636576551488 0.001563435378757915 0.0012260456907142716 0.0010722920614112388 0.0021129225918059538 0.0014288393184829218 0.0015753596611247644 0.0073493149000845581 0.0012258533404614904 0.0012915109388282773 0.0014422987326372363 0.0010167440178816545 0.0011507824000567277 0.0010618432229909667 0.0064582044016901208 0.001671536068691637 0.0018149068459383253 0.0017343224956143377 0.0010899499740162312
leaf_count=197 116 11 148 36 186 280 171 501 88 41 104 123 66 17 121 49 149 50 316 218 67 88 91 52 99 302 20 81 113 9
internal_value=0 5.22844e-06 3.37776e-05 -2.25074e-05 -5.99521e-05 -3.25663e-05 -2.40088e-06 -2.84203e-05 1.03699e-05 4.31248e-05 7.68889e-05 0.000111374 6.79092e-05 0.000109619 7.13803e-05 0.000107276 0.000147156 0.000205048 0.00057372 5.12016e-05 0.000146146 -0.000561084 0.000230503 0.000312104 0.000422288 0.000501208 0.000595295 8.32459e-05 0.000813204 -0.000414452
internal_weight=0 0.0538723 0.0528106 0.0495651 0.0475258 0.0464266 0.0452031 0.0441675 0.0426201 0.0413448 0.0399467 0.038641 0.0374034 0.03584 0.0347227 0.0336504 0.0324244 0.0303115 0.00892467 0.0213868 0.0185157 0.00287114 0.0172898 0.0159983 0.0138916 0.0128298 0.011679 0.00348644 0.00819253 0.00210669
internal_count=3910 3713 3702 3554 3438 3252 2972 2936 2765 2264 2176 2072 1949 1883 1842 1721 1704 1655 366 1289 1052 237 834 767 667 568 516 101 415 100
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=22
num_cat=0
split_feature=1374 150 484 3 150 13 13 40 42 39 12 156 160 133 16 15 42 3 3 3 0
split_gain=0.000214783 0.000228983 0.000315835 0.000231217 0.000218268 0.000198568 0.000195424 0.000286617 0.000725526 0.000288017 0.000250908 0.000268708 0.000233524 0.000244121 0.000244617 0.000266976 0.000353232 0.000325574 0.000200829 0.000183829 9.67474e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.096385000000000012 0.090480000000000019 0.06211500000000001 -0.52445999999999982 0.053870000000000008 -0.10770999999999999 0.085060000000000011 -0.0089849999999999982 0.091280000000000014 -0.092169999999999988 0.084630000000000025 -0.52908499999999992 0.041585000000000004 0.08401500000000002 0.013395000000000002 -0.10315499999999998 -0.077894999999999978 0.055865000000000005
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 -3 -6 -4 8 -8 10 -10 12 -12 14 -14 17 -17 18 20 -20 -16
right_child=1 3 6 -5 5 -7 7 -9 9 -11 11 -13 13 -15 15 16 -18 -19 19 -21 -22
leaf_value=-0.0020533825342606863 -0.0022096384980312498 0.0020914269971721924 -0.0019358021056069289 0.0029053062472860543 -0.001507033488092756 0.0011467148598082462 -0.0035412854042662402 0.0023419740078070624 -0.0021011316459873543 0.0024330415585608256 -0.0013061429385715292 -0.0017314249794361052 -0.0012539417170231097 -0.0010955572433162457 0.0030245646953959704 -0.0014430458411530647 0.0019910327254618384 0.0032409332822253278 -0.0013805151409631039 0.0010653343703217503 0.0010545118280422395
leaf_weight=0.0010395513706962225 0.001425425061576834 0.0011210343629648447 0.0010171865604231512 0.0010135607351191567 0.0013367769478009883 0.0010392835375583331 0.0011407472421390554 0.0011253866569438378 0.0010475817875381611 0.0011291348578382756 0.0014721532758648114 0.0013469422516328424 0.0010139164318410084 0.0015037706748207711 0.0010368764430239708 0.0016190430438585701 0.0010077505876142645 0.001802671831181879 0.0010105078664404271 0.001725101946897286 0.0010308533479772564
leaf_count=68 583 88 48 88 182 33 193 61 102 220 375 217 35 483 66 432 257 77 145 114 43
internal_value=0 5.75493e-05 -0.000138529 0.000990202 0.000435149 -0.00034629 8.86301e-06 0.000112905 -2.734e-05 0.000212028 5.14464e-05 0.000206221 0.000403602 0.000617806 0.000869253 0.00110242 -0.000125586 0.00159071 0.000971394 0.000161861 0.00204241
internal_weight=0 0.0259657 0.021455 0.00451066 0.00349709 0.00237606 0.0200296 0.0190124 0.0178871 0.0167463 0.0156172 0.0145696 0.0132226 0.0117505 0.0102467 0.00923281 0.00262679 0.00660601 0.00480334 0.00273561 0.00206773
internal_count=3910 3842 3451 391 303 215 2868 2820 2759 2566 2346 2244 2027 1652 1169 1134 689 445 368 259 109
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=20
num_cat=0
split_feature=51 124 4 376 160 4 47 1 157 16 52 48 1 1 42 16 2 3 43
split_gain=0.000198979 0.000307678 0.000233946 0.000189158 0.000209028 0.000187421 0.000271412 0.000249053 0.000208319 0.000248256 0.000361445 0.000279844 0.000244586 0.000291257 0.000203964 0.000253757 0.00019543 0.000285089 0.000201447
threshold=-0.40274499999999996 0.11158000000000001 -0.49837999999999999 0.048375000000000008 -0.11175999999999998 -0.39075499999999991 0.11603500000000001 0.076710000000000014 -0.062769999999999979 -0.110495 -0.081429999999999989 0.091065000000000021 0.11097000000000001 0.094695000000000015 0.081685000000000021 -0.53257999999999994 0.10393500000000001 -0.084129999999999996 -0.077224999999999988
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 16 -9 11 -11 14 13 -12 15 -10 17 -7 -19
right_child=1 -3 3 -5 5 6 -8 8 9 10 12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.002001479022286176 -0.0017302199733047635 0.0024583045184170603 -0.0018066723728000474 0.0018198893019543284 0.0019327555321274434 -0.0016134385605236969 -0.0022075406369665507 0.0018723955093353818 -0.00068659597985734275 0.001274041237010996 -0.001838784043015829 -0.00072642246764725708 -0.0028957542878844172 0.0011720631122648555 0.0032085894160660271 0.0021661558679597851 -0.0023508409844421479 0.0021192637148301102 -0.00053931114157578582
leaf_weight=0.0010121094271495759 0.0015999950438194679 0.001060736219612334 0.0012873191335723557 0.0012143444458683752 0.0010785654174583171 0.001799441901524694 0.0011064754876208829 0.0018534687527012048 0.0011633372072648029 0.0017586739189969789 0.0014349507412415568 0.0015037337327795663 0.0012271156318754972 0.001243744638767641 0.0011372270420554331 0.001455702103920987 0.001174598135204985 0.0011838519973336181 0.0011802740416532688
leaf_count=145 175 34 459 174 64 680 108 175 58 157 334 55 78 116 109 105 212 185 487
internal_value=0 5.73824e-05 -4.69804e-05 7.11267e-05 -2.72406e-05 8.55952e-05 -1.80476e-05 0.00011568 0.000460785 0.000221289 -0.00044022 0.000933666 -0.0012121 -0.000440818 0.00159824 0.000899007 -0.000710398 -0.000247607 0.000791988
internal_weight=0 0.0254636 0.0244028 0.0228028 0.0215885 0.0203012 0.0192226 0.0181161 0.012778 0.0109245 0.00566448 0.00526 0.00390581 0.0026787 0.00375627 0.00261904 0.00533817 0.00416357 0.00236413
internal_count=3910 3765 3731 3556 3382 2923 2859 2751 1187 1012 685 327 528 450 272 163 1564 1352 672
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=21
num_cat=0
split_feature=4 150 160 11 151 2 16 3 2 156 12 151 133 1 2 2 16 13 15 12
split_gain=0.000163809 0.000269988 0.00025891 0.000273957 0.000222422 0.000280375 0.000327634 0.000164719 0.000267702 0.000188606 0.000162206 0.000189909 0.000211988 0.000204282 0.000234127 0.000325952 0.000314105 0.000167676 0.000171717 0.000161501
threshold=0.28937500000000005 -0.081029999999999977 -0.217635 1.0000000180025095e-35 -0.071694999999999995 -0.13811499999999996 -0.15595499999999998 -0.12008499999999998 0.106285 0.085790000000000019 -0.092644999999999991 0.056555000000000001 -1.0000000180025095e-35 0.094695000000000015 0.10393500000000001 0.086875000000000022 -0.095109999999999986 -1.0000000180025095e-35 -0.074174999999999977 0.085185000000000025
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 7 -2 -6 -7 8 -4 10 -9 12 -12 14 15 -14 -17 -15 -19 -18
right_child=4 2 3 -5 5 6 -8 9 -10 -11 11 -13 13 17 -16 16 19 18 -20 -21
leaf_value=0.0021949018567608862 -0.0011466361904690333 -0.0027997056216471339 -0.00024161227976595545 -0.0027521882941469607 -0.00056401197344826818 0.0043155830170413575 0.00044454681904637075 -0.0016529274717916259 0.0030791730241768881 -0.0021581303829592284 -0.0014742394154094354 -0.0017600932399533041 -0.0015470863286921345 0.0026034313313401201 -0.0022367306980294139 0.003588280247684596 -0.0011215643510932153 0.0019978537780440848 -0.00061400778788903306 0.0014138793618538794
leaf_weight=0.0011270476463525183 0.0010559094192981178 0.0010217127452354915 0.001488746314539653 0.0010106738239877835 0.001108801243332902 0.001198790851872189 0.0010254799633950809 0.0015177303859514818 0.0010439555842438608 0.0012136923149058667 0.0015205585207579567 0.0012773928122657994 0.0015383022486033897 0.0017029977029352494 0.0010312323631021525 0.0010146523193386688 0.0011450054163235661 0.0011630172647372206 0.0014049816029340079 0.0014259363174044526
leaf_count=109 92 357 68 205 55 181 98 103 25 349 813 81 402 219 177 75 81 41 67 312
internal_value=0 -0.000200978 -0.000332566 -0.000203291 0.000864263 0.00150131 0.00253088 -6.39537e-05 0.00112718 -0.000253029 -9.61825e-05 8.24855e-05 0.000279502 0.00053527 -5.09679e-05 0.000388937 0.00121954 0.00138012 0.000568874 0.000284683
internal_weight=0 0.0216476 0.0205206 0.0194989 0.00438898 0.00333307 0.00222427 0.0184882 0.0025327 0.0159555 0.0147418 0.0132241 0.0119467 0.0104261 0.00615513 0.0051239 0.00358559 0.004271 0.002568 0.00257094
internal_count=3910 3484 3375 3018 426 334 279 2813 93 2720 2371 2268 2187 1374 1047 870 468 327 108 393
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=20
num_cat=0
split_feature=14 1 0 52 0 157 43 39 48 0 47 160 4 4 15 42 0 133 1
split_gain=0.000151884 0.000157749 0.000231742 0.000221061 0.000245435 0.000306603 0.000237214 0.000336226 0.000362137 0.00038666 0.000460284 0.000357291 0.000323576 0.00054055 0.000173704 0.000148374 0.0001372 0.000136543 7.77478e-05
threshold=0.077685000000000018 0.076710000000000014 -0.084074999999999997 -0.40083499999999994 -0.017269999999999997 -0.077044999999999988 -0.24333999999999997 0.084835000000000008 0.12675000000000003 -0.087899999999999992 0.09252500000000001 -1.0000000180025095e-35 0.015635000000000003 -0.0025899999999999994 0.024640000000000006 0.081685000000000021 0.16242500000000001 0.084285000000000013 0.10752500000000002
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 17 -3 5 -5 -7 8 9 10 11 -8 13 -13 15 16 -4 -1 -6
right_child=-2 3 14 4 18 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0028850830364285226 -0.0016511086777776136 -0.0017356745967018108 -0.00072486345396740031 0.0020909809486808744 0.0010243749643353368 -0.0020443680180282334 -0.00085085407629688435 0.0022663654561430567 -0.0025433858848034666 -0.0018812275840471215 -0.0016872551856554135 0.003172808767277316 0.003284074322554207 -0.0012961446387225936 0.0013670042731994975 -0.0017599595428376721 0.0012968943514225343 -0.00058710823256845389 0.0027665631638778632
leaf_weight=0.0010871613936557206 0.0011273434941069796 0.0010309663423369022 0.0016898349498111762 0.0015958563034210718 0.0010815050040893235 0.0011046905095577477 0.001281335360921787 0.0013850364526086225 0.0011396523635482944 0.0015237050590332108 0.0013860487917345399 0.0010292258828625833 0.0019009846875959191 0.0012344536459369965 0.0014473769609383846 0.0012724013270986601 0.001183571151230467 0.0010580275413522577 0.0010438925443314595
leaf_count=560 126 184 172 126 96 49 88 223 63 509 86 60 113 58 568 234 22 435 138
internal_value=0 5.84296e-05 -0.000479231 0.000307012 0.000441094 0.0002159 -3.37729e-05 0.000170363 -0.000135368 0.000193064 0.000655679 0.00125197 0.00189895 0.000735752 8.80764e-06 -0.000465364 0.000107909 -0.0017517 0.00188005
internal_weight=0 0.0244757 0.00773837 0.0167374 0.0157064 0.013581 0.0119851 0.0108804 0.00949541 0.00835575 0.00683205 0.005446 0.00416466 0.00226368 0.00559318 0.00414581 0.00287341 0.00214519 0.0021254
internal_count=3910 3784 1991 1793 1609 1375 1249 1200 977 914 405 319 231 118 996 428 194 995 234
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=1373 158 453 4 480 403 150 1429 124 3 483 2 41 2 148 39 50 1374 0 40 2 16 11 4 15 49 49 12 159 403
split_gain=0.000992365 0.000876032 0.000803157 0.000867942 0.000913238 0.000854124 0.000791198 0.000636797 0.000591112 0.0006537 0.000586119 0.000536732 0.000777434 0.000686548 0.000638516 0.000622076 0.000656848 0.000612223 0.000900814 0.000537592 0.00069306 0.000610908 0.00048132 0.000655858 0.000565158 0.000574721 0.000499323 0.000413125 0.000368404 0.000464668
threshold=0.099250000000000019 0.11034000000000001 0.10097500000000002 0.51224500000000017 0.086640000000000009 0.10020000000000001 -0.096234999999999987 -1.0000000180025095e-35 -0.15062499999999998 0.31335500000000011 0.080590000000000009 0.10910500000000002 0.080335000000000018 0.11230000000000001 -0.082084999999999977 -1.0000000180025095e-35 0.082725000000000007 -0.094679999999999986 -0.23029999999999998 -0.078484999999999985 0.11542500000000001 0.025915000000000004 0.076160000000000019 -0.49837999999999999 -0.11739999999999999 -0.085174999999999987 -0.075429999999999983 0.085845000000000019 0.094195000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 10 11 12 14 -13 -10 -16 17 -17 -19 -15 -21 -22 23 -20 -25 27 -27 -26 29 -28
right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11 -12 13 -14 19 15 16 -18 18 22 20 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.0010146781046282826 -0.0012731790635717264 -0.0012864458957373098 -0.0011827129808879289 0.0013150036312280051 -0.0011344014017962102 -0.0011072418089669931 -0.00088763896104811853 -0.00096074134200799363 -0.00097369597731564032 0.0010717975217732667 -0.00085516316207034481 0.0012173207859354732 -0.00087034733898674107 0.00094373014503893859 -0.00088212872499068352 -0.00073009271676735467 -0.0007040149776240043 0.0011525854855402664 -0.00088175431054281401 -0.00081364410660229663 0.00065371157300809449 -0.00051574495926582568 0.00085518732991169875 -0.00045009117217475699 -0.00083743564807828774 0.0011078867399518637 -0.0005531730052274205 0.00023236051906723072 -0.00048019746603993719 0.00042383217442597618
leaf_weight=0.0017498177692978336 0.0012096605655624862 0.0010046681258302206 0.001044301055401319 0.0010546400507558387 0.0012840622691074879 0.0011969505233141433 0.0013624653199271189 0.0010384415930708704 0.0010969583447213429 0.0013385611441476533 0.0012802468084911469 0.0016823472290523611 0.0017992388232528347 0.0015907853562564522 0.0011824114587000159 0.0013080128257243464 0.0016516731760747297 0.0020093000576934935 0.0012125252140364603 0.0014473473826903671 0.0029752138362793001 0.0012413812538598634 0.0018930597945061569 0.0024876679756287079 0.0014656321466475211 0.0015908049377699731 0.001035854926393188 0.0013690061543272236 0.0011470673809269591 0.012162961202329327
leaf_count=53 31 166 27 162 229 251 173 34 74 83 225 61 103 55 29 48 401 28 46 56 143 89 72 104 54 65 486 47 49 466
internal_value=0 9.09324e-06 3.33319e-05 5.74499e-05 3.17469e-05 6.15072e-05 8.99878e-05 5.58296e-05 8.377e-05 0.000107891 7.8318e-05 0.000106538 2.50057e-05 0.000411354 7.59644e-05 0.000113697 0.000153837 0.000205022 0.000251399 0.000224453 2.24349e-05 0.000309419 0.00017708 0.000119955 0.000177088 0.000260205 0.000363542 -0.000320771 0.000281002 0.000347156
internal_weight=0 0.0547034 0.0536987 0.0526544 0.0515998 0.0503157 0.0491188 0.047369 0.0460065 0.0449681 0.0436295 0.0423492 0.0334122 0.00893708 0.0316129 0.030516 0.0293336 0.0276819 0.0263739 0.00725473 0.00566394 0.0042166 0.0243646 0.0224715 0.021259 0.0187713 0.0159367 0.00283464 0.0143459 0.0131988
internal_count=3910 3879 3713 3686 3524 3295 3044 2991 2818 2784 2701 2476 2072 404 1969 1895 1866 1465 1417 343 288 232 1389 1317 1271 1167 1066 101 1001 952
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=19
num_cat=0
split_feature=1456 128 42 15 1 16 48 15 12 3 1 1 16 12 3 16 12 16
split_gain=0.000150997 0.000153667 0.000139868 0.000181224 0.000191416 0.000177786 0.000221308 0.000278202 0.000237516 0.00022047 0.000409961 0.000234727 0.00023345 0.000210419 0.000263291 0.000280413 0.000228194 0.000133639
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11315500000000002 0.10363000000000001 0.13662500000000002 -0.010344999999999998 -1.0000000180025095e-35 -0.26361999999999991 0.090965000000000018 -0.0038649999999999999 0.089895000000000017 0.089825000000000002 -0.092969999999999983 1.0000000180025095e-35 -0.018854999999999997 0.050115000000000007 0.091405000000000014 0.31524000000000002
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 -9 -11 -13 14 -7 -16 -15 -18
right_child=1 -3 -4 -5 -6 13 7 8 -10 11 -12 12 -14 16 15 -17 17 -19
leaf_value=-0.0016382875123609514 -0.0017591531699786053 -0.0015663761395077445 -0.0013606375380896649 -0.0014381919359119151 0.0016469346751520307 0.0029826043686113925 0.0021457767287668744 -0.00019156432256216285 -0.0017894013378733768 0.0010043961511483793 0.0030991334833983877 -0.0025157984939816595 -9.1132224516915104e-05 -0.0017602551478382862 0.0019050978532103489 -0.0010376794572352335 0.0013394445812554758 -0.00033671492511935574
leaf_weight=0.0010125986209238427 0.0014343291888292411 0.0010338734755521431 0.0011129609019113742 0.0011806175027428969 0.001753806456965711 0.0012770536602078053 0.0010382978387233318 0.0019267778662354048 0.0014505328151307312 0.0012965843902907918 0.0010923517941088257 0.0013331275952879196 0.0016194229116925918 0.0010196475911135594 0.0013161610753638139 0.0010900837315670486 0.001849391784595561 0.0016639451437084896
leaf_count=369 103 275 296 235 154 74 109 759 347 54 115 58 64 354 97 111 131 205
internal_value=0 5.26831e-05 0.000124049 0.000198008 0.000289293 0.000166608 -0.0001853 4.60623e-05 -0.000203987 0.000112415 0.000999044 -0.000517559 -0.00118591 0.000645943 0.00140776 0.000571953 2.69233e-05 0.000545602
internal_weight=0 0.024489 0.0234551 0.0223421 0.0211615 0.0194077 0.0111914 0.0097571 0.0087188 0.00726826 0.00301913 0.00424913 0.00295255 0.00821628 0.0036833 0.00240624 0.00453298 0.00351334
internal_count=3910 3541 3266 2970 2735 2581 1609 1506 1397 1050 874 176 122 972 282 208 690 336
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=19
num_cat=0
split_feature=44 15 15 16 2 147 40 52 13 48 49 3 160 15 52 3 3 52
split_gain=0.000129322 0.000212928 0.000213895 0.000189585 0.000215296 0.0001699 0.000151457 0.000295265 0.000217665 0.000186731 0.000222607 0.00027318 0.000203294 0.000223719 0.000214246 0.000488638 0.000378261 0.000119287
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11739999999999999 -0.11807499999999999 0.099675000000000014 0.088565000000000019 0.057150000000000006 0.11401500000000002 -0.10939499999999998 0.095090000000000022 -0.081419999999999979 -0.08348499999999999 -0.081069999999999989 -0.099824999999999983 0.071660000000000015 -0.075679999999999983 -0.016619999999999996 0.06136500000000001
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 4 -1 6 7 8 17 10 11 -10 -12 -14 15 -15 -17 -4
right_child=-2 2 5 -5 -6 -7 -8 -9 9 -11 12 -13 13 14 -16 16 -18 -19
leaf_value=0.00051808413465365892 -0.0016859247265110079 -0.0021461943286511754 0.000436957453621121 -0.00023395275712970702 0.0036487417614860275 0.0016562012335616244 0.0015612452240644896 -0.0020786642649615653 0.0026780783605067845 0.0012150298992809464 0.00097333360705364341 -0.00085583539073419239 0.00090429401868373884 -0.0043322454700586788 -0.00013024197524895577 0.0011938887849816152 -0.0023150687285567744 0.0024771252720643547
leaf_weight=0.0010133835453283169 0.001036335685959954 0.0011560755626054365 0.0018822828394445207 0.0013402331444916085 0.0010389088453042206 0.0013363431202262346 0.0011591875276266697 0.0018287148637966813 0.0010127412246330181 0.0016359191235062473 0.0011927693016962086 0.001030772506056544 0.0010383783730085723 0.0015037253770842614 0.0018536930593717887 0.0011675563270866218 0.0018609378488108194 0.0010385616508434836
leaf_count=108 71 154 153 165 139 150 42 495 55 129 285 103 65 905 566 147 147 31
internal_value=0 5.75073e-05 -0.00012643 0.0011797 0.00210288 -6.9417e-06 -0.000129024 -0.000243967 -2.34861e-05 -0.00030517 -0.000538452 0.00089553 -0.000878518 -0.00117603 -0.0015143 -0.00208039 -0.000962282 0.00116238
internal_weight=0 0.0240902 0.0206977 0.00339253 0.00205229 0.0195416 0.0182052 0.0170461 0.0152173 0.0122965 0.0106606 0.00204351 0.00861706 0.00742429 0.00638591 0.00453222 0.00302849 0.00292084
internal_count=3910 3839 3427 412 247 3273 3123 3081 2586 2402 2273 158 2115 1830 1765 1199 294 184
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=19
num_cat=0
split_feature=14 1 132 0 13 47 48 15 42 52 3 48 48 0 12 15 2 52
split_gain=0.000132368 0.000144 0.00023862 0.000202172 0.000194123 0.000286853 0.000157436 0.000207236 0.000293958 0.000136793 0.000212438 0.000229856 0.00025288 0.00025274 0.00012835 0.000267629 0.000115901 9.34188e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.079995000000000011 -0.089879999999999974 -0.089899999999999994 0.080075000000000021 0.086065000000000016 0.083935000000000023 0.060615000000000009 0.14114500000000005 0.12046500000000002 0.094275000000000012 0.085875000000000021 -0.22384499999999996 0.097345000000000015 -0.017214999999999998 0.10113500000000002 0.41469000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 7 8 16 10 11 12 13 -6 15 -15 -5 -11
right_child=-2 2 -4 6 9 -7 -8 -9 -10 17 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0019165765766330674 -0.0016012085446397688 0.0026903092074252221 0.0024684292945837839 0.00090098320009386027 0.0020051563737433806 -0.00035169122263701435 0.0014366937881174146 0.0013234015361403913 -0.0030904968061866091 0.0019416989254320207 -0.0021572025759691439 0.0018219984573198682 -0.0021613357791837591 -0.0020941596721531963 0.0005951206714674888 0.00046151815536501231 -0.0011019066977037699 1.038326159708357e-05
leaf_weight=0.0016382396738572318 0.001082966421185271 0.0014523523862156598 0.0010299416406300268 0.0011974802524752368 0.0011478269625015995 0.0012396041640214683 0.0011910075092504413 0.0010790946049919203 0.0010301153386586825 0.0010818286491627296 0.0011863002423773148 0.0012053008146205588 0.0013811465365360931 0.0019101014958132238 0.0018576479372511834 0.0016456899709447175 0.0013000715879724067 0.0010795701614294551
leaf_count=463 126 239 163 133 65 64 139 779 385 84 61 105 96 257 159 397 84 111
internal_value=0 5.94425e-05 0.00030485 -0.000475771 0.000158126 0.00128952 -6.86519e-05 -0.000457836 -0.00100271 -8.56158e-05 -0.000307876 -6.80508e-05 -0.000354875 2.53847e-05 -0.000394392 -0.000911342 -0.000141598 0.00097705
internal_weight=0 0.0236533 0.0162173 0.00743601 0.0151874 0.00269196 0.00579777 0.00460676 0.00352767 0.0124954 0.010334 0.00914771 0.00794241 0.00656127 0.00541344 0.00355579 0.00249755 0.0021614
internal_count=3910 3784 1801 1983 1638 303 1520 1381 602 1335 1140 1079 974 878 813 654 217 195
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=151 481 403 1429 403 1374 4 2 11 13 484 0 47 39 0 49 42 1 457 457 0 4 12 2 4 16 13 4 1 52
split_gain=0.000943511 0.00070342 0.000705939 0.000651448 0.000671203 0.000531563 0.000440568 0.000682492 0.000628402 0.000596646 0.000636005 0.000625197 0.00059678 0.000589983 0.000497873 0.000544338 0.00103396 0.000632086 0.000516173 0.000507749 0.000547724 0.00044614 0.000778458 0.000421397 0.000848294 0.000558224 0.000417527 0.000257489 0.000277923 0.000257239
threshold=-0.52174999999999983 1.0000000180025095e-35 0.10020000000000001 -1.0000000180025095e-35 -0.088854999999999976 0.089520000000000016 0.28937500000000005 -0.13811499999999996 0.079700000000000007 -0.5337599999999999 -0.0043499999999999988 -0.017269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.032484999999999993 -0.085174999999999987 0.10138000000000001 0.099595000000000017 0.41137000000000007 0.069705000000000003 -0.074514999999999984 0.17888000000000001 0.084575000000000025 0.11043500000000002 -0.49837999999999999 -0.008069999999999999 0.043015000000000005 -0.0021099999999999995 0.095575000000000007 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 26 9 -6 -11 13 23 -12 15 17 18 -15 19 20 21 22 27 24 -13 -26 -8 -17 -29 -22
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 11 12 -14 14 -16 16 -18 -19 -20 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0014475524238136937 -0.0010558842380269183 -0.0012083061277354324 -0.0011199904698400826 -0.00096539471665005989 -0.0008429105901288852 -0.00090108436913194888 0.00052965348942827118 0.00096780379479186095 -0.00088409151191659705 -0.00065046496626674892 -0.00096074603188886054 -0.00098544887360703468 0.001488959256787087 -0.00089773010946669809 -0.00083603626114130125 0.00054669300728749765 -0.0011270588054882124 0.00040926791286718559 -0.00048184612766640129 0.0011316966996203744 0.00055539243946203429 0.00083661719832005515 -0.001075834475259175 0.00098255749480069391 -0.00013241265182716637 0.0012027930256615926 -0.00076576785006830599 -0.00067826032497987968 0.0003422845631876978 0.0013488260853438843
leaf_weight=0.0010510014375313395 0.0011629679015145991 0.0010734092886626181 0.0011883985970221325 0.0013328349203512993 0.0013784461142627427 0.0011243744663520508 0.0011788388391851257 0.0034699088726337637 0.001453412012953236 0.0020102122200735808 0.0011311711886232692 0.001139248029133455 0.001439813667431622 0.0019716320370353193 0.0010914848327274731 0.0027752713216592784 0.0010595905668195895 0.0014945273220021704 0.0013431654458031508 0.0024392841191662748 0.0028197970332355408 0.0017172332196082607 0.0013113061429326223 0.0019359073570690555 0.0013880731369404486 0.0014933514339574667 0.0011097812272282681 0.0011333314602630529 0.001335544641733577 0.001407344541310529
leaf_count=65 175 109 273 506 19 77 42 306 127 451 47 30 32 86 28 150 120 49 30 103 129 43 663 32 24 43 12 54 25 60
internal_value=0 4.59587e-06 3.3e-05 6.36893e-05 9.36314e-05 0.000127118 0.000155296 0.000544016 9.18278e-05 0.000133773 0.000175278 0.000229832 0.00061323 0.000106702 0.000161839 0.000214183 0.000323786 -0.000334183 0.000418201 0.000499124 0.00037568 0.000148873 -3.12845e-05 0.00040155 0.000121801 0.000559582 -9.85129e-05 0.000229907 -0.000126194 0.000819551
internal_weight=0 0.0469097 0.0458363 0.0446479 0.0434849 0.0421521 0.0410277 0.00575853 0.0352691 0.0338157 0.0324373 0.0304271 0.00739639 0.0230307 0.0218995 0.020808 0.0173419 0.00346616 0.0162823 0.0149391 0.0124998 0.00827269 0.00655545 0.00595658 0.00402067 0.00288142 0.00228862 0.00524415 0.00246888 0.00422714
internal_count=3910 3845 3736 3463 3288 2782 2705 360 2345 2218 2199 1748 161 1587 1540 1512 1377 135 1257 1227 1124 935 892 129 97 67 54 229 79 189
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=52 146 151 45 106 31 16 1213 1374 2 484 133 0 1 129 0 15 4 0 0 0 12 52 0 15 49 151 2 0 51
split_gain=0.00105792 0.00110111 0.00100127 0.000962213 0.000812126 0.0013691 0.00101449 0.000817726 0.000797392 0.000830045 0.00104959 0.000953689 0.000720208 0.00168489 0.000551462 0.000672732 0.000920777 0.00114445 0.000919275 0.000958873 0.000976155 0.000713544 0.0006523 0.00083543 0.000626333 0.00086763 0.000680983 0.000515604 0.000790275 0.000882423
threshold=-0.42985499999999993 0.10949000000000002 -0.52174999999999983 -1.0000000180025095e-35 0.091500000000000012 -1.0000000180025095e-35 -0.53943499999999989 -1.0000000180025095e-35 0.089520000000000016 0.10910500000000002 -0.079734999999999986 0.10681500000000001 0.076335000000000014 0.084795000000000023 0.08326500000000002 -0.070894999999999986 -0.03231499999999999 -0.49837999999999999 -0.10575999999999998 -0.089879999999999974 -0.082604999999999998 0.088325000000000015 0.086040000000000019 -0.11756999999999999 -0.095799999999999982 -0.065249999999999989 -0.076429999999999984 0.11230000000000001 -0.13506999999999997 0.12342500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 14 13 -11 15 18 -17 -18 22 -20 -21 -19 23 24 26 -26 -12 -15 29 -29
right_child=1 -3 3 4 -6 6 7 8 -10 12 11 -13 -14 27 -16 16 17 21 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0011166226669815876 -0.0013321407806624996 -0.0013174455689302087 0.0014005379882730011 0.0014005261165411032 -0.0011731684581473582 0.0010613525015100607 -0.00090421695245411135 -0.0013063193288357917 -0.0011531161568103456 -0.0014004609755985502 0.00041508093216272365 -0.001306156822085128 0.0011202396399730282 0.0013334030804480399 -0.00083977195797689573 0.00093099721381809022 -0.0010454158970635145 -5.7349353083618288e-05 -0.0012788042111748746 0.00034786555231941415 -0.0010507114166660796 0.00088996103463826338 -0.00079578270324417392 0.0011052535219173622 -0.00024944393931586534 0.00094671735127965708 -0.00095651178011472255 0.00024327739668423027 0.00080914235013398485 -0.0012318352017252842
leaf_weight=0.0017131832557473184 0.0010374612647723316 0.0012154102214481091 0.0010249454912951697 0.0014427868748496655 0.0010765119818447735 0.0017582221843572754 0.001973883570324241 0.0012939092632880947 0.0011155294616802527 0.0011355623563829029 0.0011451602304646258 0.0010901370291420678 0.0020304972434148647 0.0010482533472604425 0.0013740927777899361 0.0034943888514309416 0.0014732704989413046 0.003897854470608325 0.0021823061212522419 0.0028078005203111432 0.0015021100104180224 0.0025986150416770215 0.0012823668670667318 0.0018787151337615769 0.0022577531109728719 0.0025121084910360017 0.0018670844280102026 0.0034945352431732272 0.0032954891017762363 0.0010294715699501467
leaf_count=353 51 11 28 92 31 104 583 301 62 133 21 324 34 23 146 84 58 41 227 308 302 26 56 25 46 55 48 100 220 17
internal_value=0 6.83169e-07 3.02848e-05 5.69121e-05 3.04583e-05 5.58736e-05 1.67116e-05 -2.17286e-05 1.62989e-05 4.54883e-05 -7.03559e-05 -1.93663e-05 0.000359869 0.000205527 2.69703e-05 6.81815e-05 0.000331662 6.88788e-05 -0.000105062 -0.000522516 -0.000139573 0.000321579 0.000142599 0.000267159 6.48308e-05 0.00038053 -0.000435076 0.000411183 0.000287553 -9.23955e-05
internal_weight=0 0.0553362 0.0541208 0.0530834 0.0520584 0.0509819 0.0495391 0.0477809 0.045807 0.0446915 0.0326577 0.0313638 0.0120338 0.0100033 0.0302736 0.0288995 0.0114641 0.00796974 0.0174354 0.00649222 0.00430991 0.00649647 0.0109432 0.00966082 0.00778211 0.00476986 0.00301224 0.00886775 0.0078195 0.00452401
internal_count=3910 3557 3546 3495 3467 3436 3344 3240 2657 2595 2068 1767 527 493 1443 1297 209 125 1088 837 610 67 251 195 170 101 69 360 337 117
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=20
num_cat=0
split_feature=128 8 484 42 47 43 16 13 16 158 43 51 151 52 15 49 4 1 12
split_gain=0.000125165 0.000162807 0.000136049 0.00015265 0.000216346 0.000186682 0.000309745 0.000464592 0.000286665 0.000238761 0.000184633 0.000180649 0.000182216 0.000154222 0.000175144 0.000153095 0.000122284 9.75501e-05 6.65354e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0043499999999999988 0.11223000000000001 0.10561500000000001 -0.18906999999999999 0.15100500000000003 -0.074599999999999986 -0.00083999999999999993 0.065940000000000012 -0.074904999999999985 0.013805000000000001 -0.0074049999999999993 0.084240000000000023 -0.008624999999999999 -0.029304999999999998 -0.023499999999999997 0.10031000000000002 0.084235000000000018
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 8 -8 9 11 -6 13 -13 14 15 -7 -10 -14 -16
right_child=-2 -3 3 -5 10 6 7 -9 16 -11 -12 12 17 -15 18 -17 -18 -19 -20
leaf_value=-0.0012306709338258208 -0.0014779052906462328 0.0017242199916955995 0.0013928389135347253 -0.0015701782408162437 -3.6446463080245167e-05 -7.6019948198313464e-05 -9.2238104946558192e-05 -0.0036349806078266982 0.0023932604795001756 0.001766086053866 0.0021546529405352339 0.0017652899491334727 -0.0012839090398858112 -0.0023223189078269632 0.0011925841702724292 -0.001968463166345301 0.000454368496860329 0.00057881088682198414 -0.00032186383888551637
leaf_weight=0.0016044774412147791 0.0010309799770833036 0.0010227873540336043 0.0015385921935130433 0.0010022960760658608 0.0012251908361701203 0.0013766165294955002 0.0017863008887781806 0.0011021794641519192 0.0012305444914391117 0.0010353928140176263 0.0016780958108275615 0.0011823434180855408 0.0010283042470409787 0.0010522217216762247 0.0010565614576067981 0.0018383205312230101 0.0011670378926282926 0.0010425927701676052 0.0010804341863866473
leaf_count=578 296 89 130 278 78 156 102 274 138 199 89 51 171 604 59 281 132 49 156
internal_value=0 4.89678e-05 -2.54401e-05 6.48257e-05 0.000145075 -3.47376e-05 -0.000172198 -0.00144407 0.000108449 -0.000192245 0.00123001 -0.000402203 0.00042124 -0.000820503 -0.000525237 -0.00115813 0.00144949 -0.000346123 0.000426901
internal_weight=0 0.0240503 0.0230275 0.021423 0.0204207 0.0175174 0.0159789 0.00288848 0.0130904 0.0106928 0.00290329 0.00965739 0.00325324 0.00640415 0.00535193 0.00321494 0.00239758 0.0020709 0.002137
internal_count=3910 3614 3525 2947 2669 2502 2372 376 1996 1726 167 1527 271 1256 652 437 270 220 215
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=146 147 52 151 1213 484 148 4 133 0 52 132 160 0 43 0 2 4 150 4 15 14 52 15 48 40 16 131 52 12
split_gain=0.000898926 0.000989377 0.000724204 0.000762075 0.000690858 0.000533335 0.000623722 0.000758406 0.000636175 0.00084429 0.000617538 0.000615242 0.000537993 0.000533877 0.000809184 0.000802572 0.000709228 0.000653271 0.000645496 0.000701212 0.000542122 0.000479118 0.000467743 0.000463577 0.000455675 0.000413023 0.000324054 0.000469402 0.000418069 0.00062461
threshold=0.10949000000000002 0.11236 -0.42985499999999993 -0.27336999999999995 -1.0000000180025095e-35 -0.083374999999999991 -0.082164999999999988 0.28937500000000005 0.10681500000000001 -0.070894999999999986 0.084890000000000007 0.080815000000000012 -0.217635 -0.10575999999999998 -0.089949999999999988 -0.11756999999999999 0.08400500000000001 0.080255000000000007 0.086420000000000011 0.0051950000000000008 -1.0000000180025095e-35 -0.46879999999999994 0.14114500000000005 -0.074174999999999977 0.11379500000000002 -0.082239999999999994 -0.27337499999999998 0.090150000000000022 0.10062000000000001 -0.023959999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 13 12 -11 15 -15 17 -16 18 -8 -20 -18 -9 -12 -24 -23 -14 -27 28 29 -28
right_child=-2 -3 3 4 5 6 7 21 -10 11 22 -13 25 14 16 -17 20 -19 19 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00092928467242908317 -0.0011839750221937808 0.001101464876471182 -0.00089655521333035094 -0.00069741271892083748 -0.00067611751368758331 -0.00078096058596512866 0.0006093251714305801 -0.0001561655601765765 -0.00072127053088695905 -0.00057571215116489715 -0.0012206940132208975 0.0011188418121730172 0.0010801081435936643 -0.0012284527813225398 -0.00061033987940158671 0.00094798341357658119 -0.00017800006489420908 -0.00061857565763845271 -0.00093174248583126806 0.00032001747068547109 0.0010257133052034102 0.0010843726768030278 0.00038432615782274906 -0.00072500312760568968 0.00015973694456590602 0.00079166286910994942 -0.00085284340254651624 0.00090922534673671816 0.00052468237505599467 0.00011469244879497303
leaf_weight=0.0013941698990822529 0.0010520709870434066 0.0012796388207334522 0.0014805345071025036 0.0020138082682273897 0.0015148516435286577 0.0012805142523291116 0.0033381912960734894 0.0011136151085349155 0.0016330590167564765 0.0011801809319909049 0.0011532034214263289 0.0014249400288521849 0.0010544703132140407 0.0011654090835908635 0.0019328772302231734 0.0018817803229502711 0.0012090290455345478 0.0019169234205360652 0.0012389479775194445 0.0017182514721838515 0.0011985000871121984 0.0026604410242045953 0.0010731418252476477 0.0013919911487851877 0.0012650452350162489 0.001490779245159504 0.0014763377372659682 0.0011392502965037465 0.0020374253778570051 0.0039317179398601371
leaf_count=353 11 21 81 584 292 72 123 47 397 32 206 48 50 105 223 39 184 58 46 19 65 286 135 180 33 17 29 25 31 118
internal_value=0 1.02123e-06 -2.87439e-05 -1.39988e-06 2.84261e-05 6.28832e-05 9.02502e-05 0.000118404 5.14287e-05 8.97211e-05 -8.19041e-05 0.00032986 0.000238533 2.7591e-05 -0.000290103 0.000200877 -3.81535e-05 2.96837e-05 0.000227076 -0.00020442 0.000421224 0.000578094 -0.000553976 -0.000242081 0.000786395 0.000324873 0.000245832 0.000151046 3.50353e-05 -0.000149434
internal_weight=0 0.048589 0.0473094 0.0459152 0.0444347 0.0424209 0.040906 0.0396255 0.0345864 0.0329533 0.0192182 0.0137351 0.0123102 0.0155999 0.00550582 0.0100941 0.00434041 0.00821231 0.00629539 0.0029572 0.00240753 0.0050391 0.00361834 0.00246513 0.00392549 0.01113 0.0100755 0.00858473 0.00744548 0.00540806
internal_count=3910 3899 3878 3525 3444 2860 2568 2496 2130 1733 1383 350 302 862 577 285 472 246 188 65 249 366 521 315 319 270 220 203 178 147
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=46 14 158 156 403 151 375 2 376 1 375 3 151 52 41 2 15 1429 52 160 4 0 4 16 0 13 2 2 1374 457
split_gain=0.0009339 0.000969284 0.000826737 0.000808404 0.000772585 0.000782911 0.000780009 0.000701437 0.000776401 0.000728003 0.00106559 0.000703733 0.000536927 0.000543876 0.000531252 0.000566824 0.000737325 0.000717686 0.000815256 0.00111321 0.000776882 0.000779844 0.000521162 0.000599541 0.000513579 0.000485665 0.000524556 0.000664401 0.000365742 0.000484397
threshold=-0.046924999999999994 0.077685000000000018 0.11034000000000001 -1.0000000180025095e-35 0.096520000000000009 -0.52174999999999983 0.087245000000000017 0.097940000000000013 0.048695000000000009 0.12646500000000002 -0.39991499999999996 -0.15464999999999998 -0.082774999999999987 0.28122000000000008 0.080335000000000018 -0.013084999999999998 -0.11739999999999999 0.079110000000000014 -0.089799999999999977 -0.030424999999999997 -0.37626499999999991 -0.069794999999999982 0.27020000000000005 -0.15168999999999996 -0.13027499999999997 -0.074599999999999986 0.106285 0.11230000000000001 -0.094679999999999986 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 11 -11 -7 -9 22 15 -13 -17 18 -18 -20 -21 28 23 24 -14 -25 -27 -28 -22 -30
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 14 13 -15 -16 16 17 -19 19 20 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0011092220467532122 -0.0014569591064717887 -0.001251534677909823 -0.0013860497325792192 -0.0013636806260933965 -0.0011920935856845061 0.00050015740113535279 -0.0013434935138167514 0.00092531899337731612 0.0013212266543029697 -0.00068661574268694754 0.0010845768616068621 0.00052510913247070189 -0.0012349368499086294 -0.00091605349603058467 -0.0013760378371012276 -0.0013075890709781436 -0.0010885739638105702 0.000677448898940994 -0.0014569484336060419 -0.0010194228499351306 -0.00091810999673092334 0.0010640416877690415 0.00058105861167472169 0.00068758962587345046 -0.00011155384186920152 -0.00098342779389505629 0.0010510131460052406 -0.00029873774947976713 -0.00019120427957277793 0.0006769722173266935
leaf_weight=0.001118388891548249 0.0010127979649504617 0.0019226774541762906 0.0012130376271328727 0.0010337265856499292 0.0014426348530988111 0.0021852071089085634 0.0010169106729644986 0.0014893666254529583 0.0011621059665576352 0.0011166928160832867 0.0020344466247883544 0.0015723298533645213 0.0014169583928378415 0.0012397662300305265 0.0010541109431443365 0.0016770077953999164 0.0028741536111382892 0.0014713696480077578 0.0014056152357557741 0.0016257434244550837 0.0010197351280112387 0.0014262651200987403 0.003467061712699949 0.0025437401836772011 0.002212602390279983 0.0010998580537875391 0.001191306675331294 0.0022101053335403797 0.005862379513603618 0.001777726801293511
leaf_count=31 186 124 157 61 283 47 36 87 70 7 103 103 14 82 39 135 208 155 349 18 17 62 209 102 50 86 66 150 837 36
internal_value=0 -0.000236125 -0.000197736 -0.000168698 -0.000141867 -0.000109759 -8.16732e-05 -5.32443e-05 0.000169413 -0.000201389 0.000456906 -0.000287996 9.00724e-05 9.19623e-06 -0.000367122 -0.000315775 -0.000384853 -0.00029624 -0.000385828 -0.000231851 -8.48187e-05 6.58268e-05 9.03109e-05 -6.90822e-05 -0.000550116 0.000178744 -0.000108812 0.000173997 -9.85779e-05 1.08061e-05
internal_weight=0 0.0527774 0.0508548 0.0496417 0.0486289 0.0471863 0.0461526 0.0451357 0.0180329 0.0271028 0.00315114 0.0239516 0.0168708 0.0153814 0.0217664 0.0207123 0.01914 0.017463 0.0159916 0.0131175 0.0117118 0.0100861 0.0141416 0.0106746 0.00362956 0.00704501 0.00450127 0.00340141 0.00865984 0.00764011
internal_count=3910 3879 3755 3598 3412 3129 3068 3032 916 2116 110 2006 846 759 1959 1920 1817 1682 1527 1319 970 952 677 468 64 404 302 216 890 873
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=21
num_cat=0
split_feature=1456 38 124 2 483 3 151 49 4 474 160 133 13 1 0 15 2 12 0 3
split_gain=0.000141862 0.00013602 0.000249334 0.000173819 0.000153367 0.00015891 0.000192868 0.0002101 0.000224091 0.000183957 0.000310062 0.000324962 0.000208336 0.000125318 0.000152604 0.000246599 0.000256172 9.92869e-05 9.06169e-05 3.81444e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.094825000000000007 0.0015150000000000003 0.13772500000000001 -0.090394999999999989 0.0047850000000000011 -0.23071499999999998 0.085435000000000025 -0.080184999999999992 -1.0000000180025095e-35 -0.060719999999999989 0.089075000000000015 -0.017269999999999997 -0.10071499999999999 0.090695000000000012 0.098180000000000003 -0.070894999999999986 -0.025254999999999996
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 -4 8 -8 10 -10 -12 18 19 15 -15 -17 -7 -13 -14
right_child=1 -3 4 -5 -6 17 7 -9 9 -11 11 12 13 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0017689958567473759 0.00037648855368266359 -0.001408164831413404 -0.0018429896938215536 0.0030954268777111174 -0.0017695746068438476 0.0019938158386613595 -0.0018668115695693066 0.0015445042371744211 -0.0025065440792511441 0.0019918760016291058 -0.002251157384806335 0.0007651699992231761 0.00031100717369556832 0.00098326292257465463 0.00099783362226883092 -0.0035698539714144936 -0.00044078576566049487 6.6172614723657058e-05 0.0024842093227367018 0.0016084918653736218
leaf_weight=0.0010082724946360025 0.0010999895154522035 0.0013658742434279328 0.0013052790359013846 0.0010145524788705007 0.0010743685997513233 0.0014434085961665391 0.0015168079454006495 0.0018677738316745926 0.0010964844791205306 0.0010176632255310411 0.0011380438992046752 0.0015838327860323576 0.0010327989253367505 0.0010149962255794343 0.0011902254994424766 0.0010408796738552439 0.001347657531068025 0.0010261694213209438 0.0012173576304717023 0.0010020513005795217
leaf_count=369 139 95 164 135 348 125 174 394 226 119 685 293 241 23 32 119 81 24 93 31
internal_value=0 4.44778e-05 0.000130631 0.00168103 -2.61113e-05 6.82933e-05 -9.15711e-05 5.07175e-05 -0.000145782 6.00589e-05 -0.000108484 0.000140331 0.00042895 -2.8839e-05 -0.000462402 -0.00097305 -0.00180437 0.00119283 0.00151224 0.000949947
internal_weight=0 0.0243962 0.0230303 0.00211454 0.0209158 0.0198414 0.0173719 0.0160666 0.0141988 0.012682 0.0116643 0.0105678 0.0094298 0.00662861 0.00459376 0.00340353 0.00238854 0.00246958 0.00280119 0.00203485
internal_count=3910 3541 3446 274 3172 2824 2675 2511 2117 1943 1824 1598 913 527 255 223 200 149 386 272
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=19
num_cat=0
split_feature=44 15 2 16 52 52 15 158 13 160 457 0 48 16 12 16 51 2
split_gain=0.000130109 0.000192201 0.000297682 0.000387301 0.000203854 0.000320032 0.000243271 0.000165613 0.000212973 0.00015903 0.000208174 0.000267042 0.000434999 0.000237684 0.000262784 0.000285146 0.00022546 8.31021e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.13811499999999996 -0.11807499999999999 0.40565000000000007 0.11401500000000002 -0.11739999999999999 0.090625000000000025 -0.10939499999999998 -0.081069999999999989 -0.0015249999999999997 -0.10575999999999998 0.086870000000000017 0.41476000000000007 0.085325000000000012 -0.055679999999999993 0.08955500000000001 0.097940000000000013
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 -3 8 17 -10 -11 16 13 14 15 -13 -12 -8
right_child=-2 4 3 -5 -6 -7 7 -9 9 10 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010350322621047723 -0.001609213065187509 -0.0022016435603894025 0.0035645923488467667 -0.00012571544193836843 0.0016914519712882604 -0.0023543362662130853 0.00034349079618477729 -0.0015849094310884924 0.0014455898545448656 -0.0021623809772741433 0.0020711447489743513 0.00083101605486145117 0.0020148838545112858 0.00057135005793550739 -0.0029267994692844597 -0.0019370851418942334 -0.00057828566497869298 0.0018877019832893875
leaf_weight=0.0010017230410979128 0.001030016130428634 0.0010489656794918601 0.0013254305436415925 0.0010625255923497464 0.0012107088174881367 0.0013724794359759864 0.0012038581790685321 0.001183808295944804 0.0012828901235040205 0.0010652612232073264 0.0018653508459534019 0.0014010181120392984 0.0011997546426267824 0.0015571277519879079 0.0016821050701597146 0.0017180113854070199 0.0010359679334328575 0.0018080602728094419
leaf_count=52 71 138 204 156 265 257 91 230 276 133 164 175 148 185 1066 170 26 103
internal_value=0 4.35904e-05 0.00104854 0.00192258 -0.000121489 -0.000234487 -7.33177e-05 5.79834e-05 0.000180925 -7.53044e-05 -0.000244607 -4.92854e-05 -0.000500107 -0.000974666 -0.00147608 -0.000693698 0.00112512 0.00127048
internal_weight=0 0.024025 0.00338968 0.00238796 0.0206354 0.0194247 0.0180522 0.0170032 0.0158194 0.0128075 0.0115246 0.0104593 0.00755802 0.00635826 0.00480113 0.00311903 0.00290132 0.00301192
internal_count=3910 3839 412 360 3427 3162 2905 2767 2537 2343 2067 1934 1744 1596 1411 345 190 194
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=19
num_cat=0
split_feature=14 1 0 44 12 2 13 0 12 3 4 2 151 15 4 133 0 2
split_gain=0.000129206 0.000133042 0.000201343 0.000160425 0.000214815 0.00016475 0.000290018 0.000288219 0.000373329 0.00024936 0.000347053 0.00019646 0.000226224 0.000159723 0.00015947 0.000158822 0.00014682 0.00011426
threshold=0.077685000000000018 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.094069999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997 0.097345000000000015 0.076695000000000013 -0.0031049999999999997 0.11230000000000001 -0.0088999999999999982 0.024640000000000006 0.074650000000000008 0.084285000000000013 0.18055000000000002 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -3 7 -7 8 14 -8 -11 12 -12 16 -6 -1 17 -4
right_child=-2 3 13 -5 5 6 9 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0026240212709537328 -0.001421819757043218 0.002207794250576431 -0.000304446908141864 -0.00132840432057737 -0.0008982685770408458 0.0020887825042626763 0.0020750254936334231 0.0015016401000445974 0.00079765289147388759 -0.0022319424458754158 -6.9453123394157143e-05 -0.00063686012324305958 0.0024984371638094574 0.0011843685695178525 -0.0028602364798201059 -0.00036501274087809044 0.00067597315663578937 -0.0020775819896683154
leaf_weight=0.0010514969974238769 0.0010701727623017568 0.0010027829882545128 0.0016009632764307788 0.0010177945735847507 0.0019394137063877834 0.0017753698034033705 0.0010112292636135223 0.0012197317941164982 0.0017081586218539169 0.0010910588322472492 0.0012066057356108217 0.0018123509630072476 0.001130362003507912 0.0014506689203993006 0.0011070444670326918 0.0010663859685825783 0.0013760427851252643 0.0010071804045085342
leaf_count=560 126 145 185 71 544 249 199 98 158 116 38 69 34 568 72 435 27 216
internal_value=0 4.34835e-05 -0.0004078 0.000256219 0.000363711 0.000231637 0.000617621 -0.000286961 -0.000745803 0.000199831 -0.000162022 0.000382261 0.0011726 1.25829e-05 -0.00161122 -0.00148658 -0.000414072 -0.000989174
internal_weight=0 0.0235746 0.00755274 0.0160219 0.0150041 0.0140013 0.00802698 0.00597435 0.00475462 0.00625161 0.00524038 0.00414932 0.00233697 0.00543486 0.00304646 0.00211788 0.00398419 0.00260814
internal_count=3910 3784 1991 1793 1722 1577 705 872 774 456 257 141 72 996 616 995 428 401
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=156 146 10 1213 453 31 2 484 39 47 1 0 4 15 16 12 150 147 52 160 47 12 49 4 132 52 52 0 52 51
split_gain=0.00110007 0.00114431 0.00110677 0.000807191 0.000839977 0.000755501 0.000678969 0.00112987 0.000663878 0.00132333 0.00124368 0.00074709 0.000885178 0.000885506 0.000915753 0.000849899 0.000661804 0.000543787 0.000934486 0.000657064 0.000714594 0.00063492 0.000533842 0.000641829 0.000533737 0.000551505 0.000937446 0.00123782 0.000690278 0.000544137
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.16168500000000002 0.13206500000000002 0.12958500000000003 -0.23029999999999998 -0.029114999999999999 0.084050000000000014 0.081265000000000018 0.085185000000000025 0.087235000000000021 0.088505000000000014 0.28122000000000008 -0.087309999999999985 0.10589000000000001 -0.12394999999999999 -0.04682999999999999 0.15045000000000003 0.083635000000000001 0.11588000000000002 0.10701500000000001 0.15480500000000005 1.0000000180025095e-35 0.12342500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 13 14 -13 -14 -9 18 19 -8 21 -21 -17 -24 25 26 27 28 29 -23
right_child=1 -3 -4 4 -6 6 17 8 -10 -11 -12 12 15 -15 -16 22 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014861137323885008 -0.00091890820768907922 -0.0014203326963484174 0.0011749723538754735 0.00098526109025850344 -0.0012716146469022554 -0.0014861403913194488 0.0011828470839416272 0.0014060691097867396 0.0010830211347009383 -0.001456560033488328 0.0012148174058206301 0.00072722641308544918 -0.0010333787364417912 -0.00097982105096198775 -0.00041765384317326605 0.00043593189076381663 -8.0290767860203087e-06 0.0011704535742368114 -0.0010217348964197972 -0.001019197231156525 0.00092612326086180801 0.00018288221567451128 -0.0011165257147867657 0.00016010010977465642 0.00099474014959993772 -0.00099691230531795557 0.001455559918049031 -0.001450936951817079 0.0011415073410431745 -0.0009018032716135027
leaf_weight=0.0011167420516030582 0.0020467182933061037 0.0012191684345452805 0.0018190878700696791 0.0018793427475936033 0.0010668291124886755 0.0012955363977216186 0.0015365142940151335 0.0012217039279675988 0.0010685021193239655 0.0015194954330937085 0.0016585930253043548 0.0045539714905649016 0.0042885200419884514 0.001342738313742875 0.0023332965915265902 0.0021093632673263585 0.0018190049349868787 0.0012623385003882595 0.0013651853670890715 0.0011429857119225036 0.0023570745438008514 0.0059547669776103297 0.0018337896377449425 0.001654087863611764 0.0014237569024249117 0.0010490173877499851 0.0010647287552245652 0.0011640902080216628 0.0013880680733207029 0.0012327319284928251
leaf_count=197 591 11 91 83 36 399 83 20 5 18 31 135 245 570 114 76 23 87 90 48 71 374 245 30 73 31 15 14 70 34
internal_value=0 3.49908e-06 3.53785e-05 -4.00807e-06 3.30089e-05 6.11154e-05 2.46588e-05 -0.000132459 -6.34218e-05 -0.000113761 -2.43296e-05 -0.000121474 -0.000235881 0.000124133 0.000339359 -0.000535597 0.000560131 0.000224972 0.000164323 0.000252736 0.000167554 4.35603e-05 -0.000154204 -0.0005111 0.00013505 3.17888e-05 0.000131667 -1.30592e-05 0.000182125 -3.15279e-06
internal_weight=0 0.055671 0.0544518 0.0526328 0.050586 0.0495192 0.0476399 0.0266986 0.0254031 0.0243346 0.0228151 0.0211565 0.0181158 0.00823001 0.00688727 0.00988576 0.00304071 0.0209413 0.0196789 0.0183137 0.0167772 0.0144201 0.00559724 0.00348788 0.0132772 0.0118534 0.0108044 0.00973966 0.00857557 0.0071875
internal_count=3910 3713 3702 3611 3020 2984 2901 1911 1512 1507 1489 1458 1415 819 249 596 43 990 903 813 730 659 351 275 611 538 507 492 478 408
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=18
num_cat=0
split_feature=403 1 12 4 148 2 4 457 1 2 49 1 16 2 4 1 16
split_gain=0.000132516 0.00012601 0.000150162 0.000318438 0.000162494 0.000155171 0.000263125 0.000283199 0.000398687 0.000226188 0.000155757 0.000132557 0.000196232 0.000127065 0.000365939 0.000281161 0.000123386
threshold=-1.0000000180025095e-35 0.12864500000000004 0.098845000000000016 0.24280000000000004 -0.080629999999999993 0.091985000000000011 -0.026614999999999996 0.082870000000000013 0.095575000000000007 0.079395000000000007 -0.059914999999999989 0.13501500000000002 -0.061204999999999989 0.11230000000000001 0.015635000000000003 0.11235500000000002 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 9 8 -8 -6 -7 -3 -13 14 16 -15 -12
right_child=1 11 3 -5 5 10 7 -9 -10 -11 13 12 -14 15 -16 -17 -18
leaf_value=-0.0013987963253530979 -0.0016322870294708438 0.0020031467368033513 -0.0022443604582154759 0.00070945261611061084 0.0022752363311471435 0.0018643105287992387 -0.0034143667216128127 0.00054671432145492129 -0.00019166885167208437 -0.00019631000021217392 -0.00078605589046282622 0.0015804428534342814 -0.00083155548640755073 -0.0016711121869406995 0.0029520419886517523 0.0010861851309255841 0.0011443841419507572
leaf_weight=0.0012675332360590754 0.0010075792762185279 0.0011783877719527816 0.0016747444217933968 0.0012003511851546023 0.0011341807196018029 0.0015189894364289191 0.0014163606070545544 0.0015994182550151947 0.0015296998105647219 0.0018939772389509335 0.0016408626581050356 0.0011588826360319215 0.0014606414946491952 0.0015223721233532661 0.0011074687397064631 0.001325230928372001 0.0010340284018688362
leaf_count=930 113 74 340 46 257 132 507 99 112 345 226 159 88 131 127 99 125
internal_value=0 5.42523e-05 -8.71067e-05 -0.00101114 7.16901e-05 0.000180889 -0.000270151 -0.000936039 -0.00174103 0.000729395 0.000600086 0.000783964 0.000235517 0.000310439 0.0008362 -0.000387908 -3.98087e-05
internal_weight=0 0.0234032 0.0196053 0.0028751 0.0167302 0.0157226 0.00757364 0.00454548 0.00294606 0.00302816 0.00814895 0.00379791 0.00261952 0.00662996 0.00378236 0.0028476 0.00267489
internal_count=3910 2980 2659 386 2273 2160 1320 718 619 602 840 321 247 708 478 230 351
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=31 52 1213 160 1374 457 484 133 0 0 48 2 14 132 40 12 40 42 52 2 15 2 2 12 160 3 3 4 15 2
split_gain=0.000757083 0.00053543 0.000510112 0.00054766 0.000551324 0.000520076 0.000697221 0.000532261 0.000707315 0.000632511 0.00098946 0.000675266 0.000606627 0.00052044 0.000471042 0.000601439 0.000481512 0.00126511 0.000488206 0.000465453 0.000607191 0.000695734 0.000647031 0.000397001 0.000358064 0.000321889 0.000533272 0.000978791 0.000279597 0.000267686
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.40446999999999994 0.09309000000000002 -0.15747999999999998 -0.08231999999999999 0.10681500000000001 -0.076099999999999987 -0.10575999999999998 0.12862000000000004 0.08400500000000001 -0.13131999999999996 0.080815000000000012 -0.073884999999999992 -0.036459999999999992 0.057150000000000006 -0.026374999999999999 -0.14138999999999996 0.099675000000000014 -0.11739999999999999 0.083795000000000022 0.089785000000000018 0.085325000000000012 0.088785000000000017 -0.115685 0.13772500000000001 -0.15534499999999998 -0.15202999999999997 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 9 10 12 -11 -8 14 -10 -16 17 -17 -19 20 -14 -22 -23 -13 -24 -20 27 -27 -21 -30
right_child=1 2 3 4 -6 6 7 -9 13 11 -12 23 19 -15 15 16 -18 18 25 28 21 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00088101168947801647 -0.00092513670172883976 -0.00079130986980293706 -0.00081767194561074071 0.0010210769972514397 -0.00098194162078756963 -0.0009078341600124789 -0.00050653142233476227 -0.00069904086504767721 0.0010247891114496365 -0.0010166945360931552 -0.0010163704102616159 0.00034786592878104214 -0.00072330540072356256 0.0011876278193094806 -0.00084546210674409799 -0.0013195277870686434 0.0011106856514610914 0.0011956625159816607 0.000520206552350425 0.0013426586053735677 0.00080705268436488252 -0.00089573482218836852 -0.00020055729804399858 -0.00068860623667321773 0.00091737364256932921 -0.0014004373313182264 0.00063881714540141776 0.0004035254743401415 0.00087160955416024934 5.6131019455045405e-05
leaf_weight=0.0017843763408473814 0.0013275151704301704 0.0016285821952821402 0.0015201828623188076 0.0010842276059079827 0.0010122854136911377 0.0014708105057353307 0.0020050941102169881 0.0016620974997048057 0.0014304224366252791 0.0023993913712945228 0.0014288047848509686 0.0019911121704981882 0.0013685309370377041 0.0013290289692017296 0.0010351993863453321 0.0010026863252825579 0.0011933182690881958 0.0011432720023751885 0.0033927466351855217 0.0010132803195557231 0.0029400437507867069 0.0013101103979948903 0.0011570972891803422 0.0011392889126953243 0.0010920000311216427 0.0011504679038729692 0.0013086398963260137 0.0012101529288805939 0.0017226901008804401 0.0014568319522823003
leaf_count=113 353 584 273 37 57 296 39 386 74 280 40 206 52 70 50 57 10 22 53 55 49 47 36 336 15 53 27 75 98 67
internal_value=0 -4.90535e-05 -2.23779e-05 7.45952e-06 3.84697e-05 6.46618e-05 3.76243e-05 7.53278e-05 0.000111871 -5.11928e-05 9.39069e-05 -0.000457762 0.00020669 0.000353371 0.0002672 0.000172444 0.000273752 0.000165289 0.000346734 0.000325264 0.000124444 0.000302953 -0.000113453 -2.93513e-05 0.00034223 0.0002093 -7.81763e-05 -0.000475651 0.000702102 0.000497964
internal_weight=0 0.0449259 0.0435984 0.0419698 0.0404496 0.0394373 0.0383531 0.0368823 0.0352202 0.0210243 0.0154945 0.00552979 0.0140657 0.0141959 0.0128669 0.0114365 0.0104013 0.00920797 0.00820528 0.0120606 0.00786778 0.00649925 0.00355921 0.0031304 0.0022491 0.00706201 0.00366926 0.00236062 0.0041928 0.00317952
internal_count=3910 3797 3444 2860 2587 2530 2493 2197 1811 1320 498 822 458 491 421 347 297 287 230 419 199 147 98 542 51 208 155 128 220 165
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=17
num_cat=0
split_feature=124 4 0 43 15 147 484 133 43 12 3 4 52 2 3 1
split_gain=0.000129016 0.00016062 0.000171809 0.00034901 0.000211587 0.000205861 0.000185511 0.000209536 0.000223814 0.000263562 0.00022412 0.000152819 0.000152625 0.000148747 0.000377666 7.41059e-05
threshold=0.10385500000000002 -0.49837999999999999 0.024745000000000003 0.083940000000000015 0.10363000000000001 0.089245000000000005 -0.0043499999999999988 -0.0056849999999999991 -0.079109999999999986 0.085250000000000006 -0.074234999999999982 -0.00072999999999999985 -0.020314999999999996 0.113945 0.097615000000000021 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 9 -9 12 15 -10 14 -13 -12
right_child=-2 2 3 -5 -6 -7 7 8 10 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0015090352977646642 0.0013988698854900149 -0.0017613934688688435 0.0025205543299481655 -0.0005423727434808221 -0.0018345619272804499 0.0017359457674734097 -0.0015668976880069949 0.00042975367692186351 0.0030427644210123685 -0.001929286308797515 0.00026160323037536517 -0.0011284536428404284 0.00073684460295822909 -0.0013278862712944174 0.0019030546877579154 0.00187439609416919
leaf_weight=0.0014947562144120843 0.0012152880773593768 0.0013150623846916723 0.0014962330811346672 0.0014699951521635057 0.0013824403301871393 0.0012363435106261802 0.0015503260482170192 0.0018787013499974034 0.0010062422571673856 0.0018972693137627727 0.0010865883666315856 0.0017706365823586014 0.0013260787239898764 0.0017796230942584146 0.0015241893432409448 0.0011895075552244005
leaf_count=174 49 500 154 34 332 121 856 287 87 481 54 147 374 138 45 77
internal_value=0 -9.30587e-05 3.54625e-06 0.00100264 -0.000152898 -2.05109e-05 -0.000153539 -1.26634e-05 0.000166369 -0.000755566 0.000525891 0.00014329 0.0017317 -0.000287835 0.000273925 0.00110446
internal_weight=0 0.023404 0.0219092 0.00296623 0.018943 0.0175606 0.0163242 0.0150092 0.0134588 0.00377597 0.00968287 0.00735054 0.00233232 0.00507445 0.00329483 0.0022761
internal_count=3910 3861 3687 188 3499 3167 3046 2546 1690 768 922 461 461 330 192 131
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=19
num_cat=0
split_feature=14 52 157 1 124 12 4 0 15 48 2 43 12 15 48 16 4 150
split_gain=0.000146315 0.000145957 0.000161242 0.000287905 0.00014534 0.000182373 0.000591434 0.000233502 0.00043108 0.000242501 0.00030795 0.000209284 0.000221792 0.000199682 0.000253177 0.000173607 0.000169744 0.00011203
threshold=0.077685000000000018 -0.40083499999999994 -0.073574999999999988 0.090540000000000023 0.11158000000000001 0.10058500000000002 0.22584000000000001 -0.06402999999999999 -0.03231499999999999 0.12675000000000003 0.097940000000000013 -0.083254999999999982 0.085845000000000019 -0.23033499999999998 0.016865000000000002 -0.055679999999999993 -0.0025899999999999994 0.077110000000000012
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 -7 9 -9 10 15 -10 -13 -12 -15 16 -4 -18
right_child=-2 2 4 -5 -6 6 -8 8 11 -11 13 12 -14 14 -16 -17 17 -19
leaf_value=-0.0014778893969775242 -0.0017934660909725206 -0.00025734220842845123 0.0012657429982214415 0.0032865879682789562 0.0017570627177338816 -0.0041656035997650904 0.00072150308215889651 0.0036615681460992425 0.001638478665527194 -0.0026003822698672245 -0.00060063395586897159 -0.0020421924410788839 0.00099598327131277605 0.00058113240755821314 0.0037102504448758085 -0.0020481749892057397 -0.0016559106255044746 0.00028596112940206024
leaf_weight=0.0014029283164087572 0.0010791022695614263 0.0011790467370130777 0.0013027937190436848 0.0010556218999191458 0.0011034320892241425 0.0010374045142583421 0.0014324072609550598 0.0011346432037840914 0.0015157966862757721 0.0010065249427739778 0.0012590907428506326 0.0013282121204891738 0.0010416551101262161 0.0016361641950599637 0.0010198292268617237 0.001785334207045631 0.0017745564186581464 0.0012167985335369558
leaf_count=389 126 260 855 129 35 331 83 151 63 55 101 67 43 204 101 593 260 64
internal_value=0 6.32516e-05 0.000162298 0.00141675 1.92335e-05 -8.44686e-05 -0.00133125 0.000107731 0.000988621 -0.00029426 -6.20164e-05 0.0002081 -0.000706788 0.00101617 0.00178263 -0.000756351 -0.000219263 -0.000866012
internal_weight=0 0.0232322 0.0218293 0.00223467 0.0195946 0.0184912 0.00246981 0.0160214 0.00502031 0.0110011 0.00999457 0.00388566 0.00236987 0.00391508 0.00265599 0.00607948 0.00429415 0.00299135
internal_count=3910 3784 3395 389 3006 2971 414 2557 324 2233 2178 173 110 406 305 1772 1179 324
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=52 146 147 1456 1213 151 148 1374 52 376 42 51 133 376 124 1 49 3 0 15 49 2 52 43 159 16 1 43 156 3
split_gain=0.000986615 0.000966656 0.000842116 0.000799256 0.000562958 0.000607007 0.000479804 0.000479564 0.000615671 0.000590314 0.000553455 0.000644999 0.000517361 0.000906332 0.000548122 0.000534909 0.000538099 0.000581463 0.000523486 0.000503976 0.000483774 0.000434484 0.000593672 0.000820152 0.000379035 0.000373082 0.00047001 0.000283246 0.000241237 0.000168696
threshold=-0.42985499999999993 0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27336999999999995 -0.080384999999999984 -0.094679999999999986 -0.048794999999999991 0.084680000000000019 -0.10770999999999999 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.083584999999999979 0.11368000000000002 -1.0000000180025095e-35 -0.100615 -0.11756999999999999 0.024640000000000006 -0.085974999999999982 0.083585000000000007 0.088900000000000021 -0.18906999999999999 0.10519500000000001 -0.19424999999999998 0.095575000000000007 0.079060000000000005 0.086635000000000004 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 9 19 -10 28 13 14 -13 16 17 -16 -17 20 -9 25 -23 -24 29 -18 -27 -25 -12 -22
right_child=1 -3 6 4 5 7 -8 8 10 -11 11 12 -14 -15 15 18 21 -19 -20 -21 24 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0011187965163723698 -0.0010230145600782954 -0.0013377433080754915 -1.1385933136837401e-05 -0.00077779506553656106 -0.00089347292236828058 -0.00066770593337251002 0.0012146820195051695 -0.00028229875342537347 -0.00085067213983669411 -0.00044715039891589673 -0.0012169652048843265 -0.00088738684441626292 -0.00073724656173068562 0.0012904138603025755 0.00035421223331663925 6.7242460289563128e-05 -0.00097892046486727172 -0.00097928017399915007 0.0010587899008147697 -0.00037275482643024177 0.00081597745534175395 0.00081558833521886451 0.00092031644622278779 -0.00084275436457189093 0.00011556434770909178 -0.00053791670160274415 0.00078696904460489323 0.00012365328533800701 -0.00023196980954208173 0.0014285797138821347
leaf_weight=0.0016662631200637925 0.0015576452402693 0.0010765603337858911 0.0010053263851759198 0.0017302647384324901 0.0013303697170456976 0.0016380355708935914 0.0018483784379617054 0.0010044556291077828 0.0014740955344336162 0.0014493754246043275 0.0010019388634123763 0.0010842188083657325 0.0013345555686075086 0.0013982301828597823 0.0010167450720643956 0.0020482439353282089 0.0010217334374260645 0.0019399330837766024 0.0023128323177838963 0.0011143225537635368 0.0049455489160488125 0.0032617904393924535 0.0012933818229328153 0.0016059147786662287 0.0014447020307706282 0.0011997110944212963 0.0010029342983983724 0.0010065124290022376 0.0010274136671761802 0.0011258388933459429
leaf_count=353 318 11 64 545 79 50 77 46 97 60 123 31 360 62 17 74 20 96 133 87 257 249 11 132 111 178 51 71 112 35
internal_value=0 -1.15212e-07 3.17268e-05 -1.88554e-05 1.94686e-05 5.47649e-05 0.000782753 8.81801e-05 0.000122465 0.000402711 -1.63829e-06 5.14926e-05 0.000124061 0.000180987 9.84476e-05 0.000158802 1.69162e-05 -0.000520718 0.000593095 0.000530556 0.000648692 0.000169881 0.000365766 -9.88593e-06 0.00077311 -0.000265559 6.53458e-05 -0.000470418 -0.000718285 0.000929574
internal_weight=0 0.046301 0.0452244 0.0423707 0.0408131 0.0390828 0.0028537 0.0377525 0.0361144 0.0110842 0.0250302 0.0235561 0.0215267 0.0201922 0.018794 0.0177097 0.0133487 0.00295668 0.00436108 0.00963487 0.00852055 0.010392 0.0071676 0.00390581 0.00751609 0.00322438 0.00220265 0.00261243 0.00202935 0.00607139
internal_count=3910 3557 3546 3405 3087 2542 141 2463 2413 596 1817 1720 1485 1125 1063 1032 825 113 207 536 449 712 463 214 403 249 229 203 235 292
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=156 158 31 403 403 1429 159 156 1374 129 1374 160 158 13 34 151 49 47 50 16 0 0 1 4 48 150 16 47 15 52
split_gain=0.00111397 0.000960081 0.000917133 0.000622523 0.00063203 0.000665718 0.000663864 0.000785853 0.000750705 0.000749383 0.000714764 0.000647765 0.00059758 0.000582092 0.000569352 0.000622521 0.00067352 0.000558593 0.000641684 0.000513881 0.00062751 0.000902326 0.000548638 0.000547971 0.00050406 0.00106878 0.000390352 0.000298809 0.00029691 0.000479867
threshold=-1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 0.10020000000000001 -0.088854999999999976 -1.0000000180025095e-35 0.088320000000000023 0.082150000000000015 0.090240000000000015 0.08326500000000002 -0.095439999999999983 -0.40446999999999994 0.088055000000000008 -0.5337599999999999 -1.0000000180025095e-35 -0.40391999999999995 0.093945000000000015 0.13206500000000002 0.086465000000000014 0.25185000000000007 -0.10575999999999998 -0.089879999999999974 1.0000000180025095e-35 -0.23071499999999998 0.086285000000000014 0.091630000000000003 -0.008734999999999998 0.096300000000000011 -0.10981499999999998 0.092885000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -12 -8 -13 -15 -16 17 18 19 20 22 -22 -17 -23 27 -26 -9 -24 -25 -30
right_child=1 -3 3 -5 5 6 12 26 -10 -11 11 13 -14 14 15 16 -18 -19 -20 -21 21 23 24 28 25 -27 -28 -29 29 -31
leaf_value=-0.0013196266993883753 0.00093774064780385727 -0.0012288794323588434 -0.0007991488572469444 -0.00093205282321833654 -0.00084708215182451052 -0.00062555640914144445 0.00085902936161001827 -0.0013191512581224797 -0.0010242097925075076 -0.00095657028843636974 -0.00064345800035923214 -0.00061540390701191755 -0.00015717076091944073 -0.00050237200857798571 -0.00065808480328409817 -0.00029859139997229841 0.00093855301604818292 -0.00035165881721064738 -0.00044467168480162556 0.00086459834189226445 -0.00085760775156765428 -0.00032252815595006811 0.0011254985589145383 -0.00012725162265741404 -0.00053025596347755781 0.0011815607852659823 -0.00028285692778038583 0.00037247729456587984 0.00078925305446156846 -7.457549350435397e-05
leaf_weight=0.0011349984915994807 0.0018549236276870209 0.0010828648499976437 0.0016031551283586234 0.0012354420848998951 0.0014207229434459725 0.0020787581435399707 0.0032199864375610501 0.0010117747431204194 0.0010732355717735223 0.0011461169937275187 0.0016247341684763042 0.0014271176734244042 0.0014665085646955456 0.0016803553507740423 0.0011691381109031332 0.0011198746048543921 0.0028075239602673987 0.002375222333768078 0.0017787562609294918 0.0032437268957918866 0.0015173960630162466 0.0022813659226699045 0.0037055755204029595 0.0013805139867932754 0.0014508123855989652 0.0011295139977391955 0.0016902227220270119 0.0012195279717275298 0.0041321199191753418 0.0015359689988763137
leaf_count=197 110 161 506 272 146 29 225 106 56 177 164 22 110 64 41 32 109 28 236 65 145 32 123 48 42 16 181 18 317 132
internal_value=0 1.1972e-06 2.61504e-05 -6.66711e-06 1.60664e-05 4.29098e-05 6.96613e-05 1.77793e-05 6.44427e-05 9.45525e-05 0.000126543 0.000170486 0.000541038 0.000209433 0.000245622 0.000286368 0.000323574 0.000259319 0.000318564 0.000378327 0.000297325 8.60978e-05 0.000562968 0.000239579 0.00069152 0.000219076 -0.000670902 0.000939039 0.000421512 0.000555168
internal_weight=0 0.054463 0.0533801 0.0515252 0.0502897 0.0486866 0.0472658 0.0425794 0.0398774 0.0388041 0.037658 0.0355792 0.0046865 0.0339545 0.0325274 0.030847 0.0296779 0.0268704 0.0244952 0.0227164 0.0194727 0.0108474 0.0086253 0.00932997 0.00750543 0.00258033 0.002702 0.0049251 0.0070486 0.00566809
internal_count=3910 3713 3552 3442 3170 2664 2518 2183 1896 1840 1663 1634 335 1470 1448 1384 1343 1234 1206 970 905 674 231 529 199 58 287 141 497 449
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=156 158 1373 146 45 1213 52 453 31 4 11 480 484 2 484 16 133 3 0 12 130 133 484 124 3 2 52 16 16 47
split_gain=0.00131322 0.00110068 0.00101502 0.00103959 0.000981706 0.00085842 0.000740011 0.000719469 0.000581471 0.000607868 0.000706105 0.000705268 0.000718771 0.000649231 0.000853165 0.000829084 0.000766664 0.000753441 0.000631565 0.00095142 0.000837047 0.000762728 0.00089283 0.000693676 0.0010043 0.000636219 0.00055941 0.000558173 0.000507353 0.000418991
threshold=-1.0000000180025095e-35 0.11034000000000001 0.099250000000000019 0.10949000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.091855000000000006 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.08598500000000002 0.092320000000000013 0.10910500000000002 -0.0043499999999999988 -0.16268499999999997 0.10064500000000001 0.11265500000000002 -0.23029999999999998 0.090385000000000007 -1.0000000180025095e-35 0.083815000000000014 0.085815000000000016 0.51367000000000018 -0.023079999999999996 0.084685000000000024 0.084890000000000007 -0.14259999999999998 -0.25582999999999995 0.085165000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 13 14 -10 17 18 -15 -16 21 -21 22 23 24 25 -20 -23 -26 -12 -22
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 28 -13 -14 15 16 -17 -18 -19 19 20 29 26 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0014004175582487013 0.001400670949502882 -0.0013217734714063613 -0.0012989943667922992 -0.0012957703036513516 -0.00085916684350179984 -0.00092805179858428436 0.00090368654590463509 -0.0010277397469922417 -0.0011145870274811972 0.0008617194936672999 -3.2471769886747759e-05 -0.0010350033075363797 -0.0010020762557294088 0.00067679747245023728 0.00076953484093216743 0.00082723535008950399 -0.0009065502685045052 -0.0006178866582947154 -0.00071922253395002357 -0.0006571610276311662 0.00040523668628838225 0.00078899365865649088 0.00082191505353462616 0.00067909005474409471 -0.00014720038128429767 0.00032730050577920735 -0.0004155303859724993 -0.0012235060042737522 -0.0014004925428425805 0.0011053148841826831
leaf_weight=0.0013379044643487817 0.0010926310547603171 0.0012030380324119508 0.0011008007656432275 0.0010878913703891149 0.0019209612910444087 0.0013496608507772559 0.0019178908402555086 0.0010423218106865298 0.0011273539313783046 0.0020505952150100528 0.0010808103610315811 0.0010081126485130812 0.0010334573854198217 0.001613205809303242 0.0031309935016849829 0.0058336286245084246 0.0013417846114900369 0.001942996699840549 0.0018115348691893777 0.0010983012105503231 0.0047210703355814454 0.0027124479660409753 0.0013168899882156646 0.0010584787523839631 0.00126180540475751 0.0030687470398950145 0.0010482347687661431 0.0037610672030865813 0.0010461256443230474 0.0025993177469306183
leaf_count=197 28 161 30 9 558 252 110 41 258 152 28 169 118 84 42 209 300 43 192 36 215 165 40 4 29 188 44 124 42 42
internal_value=0 3.28559e-06 3.21751e-05 5.92719e-05 8.70909e-05 5.94354e-05 9.47438e-05 0.000123132 0.000148341 0.000116618 8.1588e-05 0.000121929 0.00015074 0.000180942 8.05348e-05 0.000502357 0.000127106 -3.0577e-05 0.000177377 0.000101572 0.000482789 -9.85221e-05 -0.00026752 -0.0003984 -0.000513566 -6.11633e-05 0.00045325 -0.000953125 -0.000705328 0.00065382
internal_weight=0 0.0563822 0.0551791 0.0540783 0.0529904 0.0518978 0.0499768 0.0486272 0.0475849 0.045667 0.0436164 0.0414894 0.0404813 0.0394479 0.030058 0.00938983 0.0289307 0.0035562 0.0275889 0.0244579 0.00841869 0.0160392 0.0122785 0.0109616 0.00990315 0.00488028 0.00376068 0.00502287 0.00212694 0.00732039
internal_count=3910 3713 3552 3522 3513 3485 2927 2675 2634 2524 2372 2302 2133 2015 1679 336 1421 127 1121 1079 293 786 577 537 533 380 209 153 70 257
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=30 52 1374 457 484 1213 160 1374 49 38 133 448 3 49 49 49 9 40 42 39 52 42 12 3 2 2 0 2 52 0
split_gain=0.000831712 0.000614011 0.000545313 0.000596325 0.000780254 0.000682522 0.000553834 0.000500289 0.000475413 0.00051752 0.00054707 0.000498455 0.000456778 0.000458437 0.000585026 0.00107294 0.000953764 0.000431926 0.00119496 0.000634171 0.000569056 0.000640798 0.00063568 0.000385372 0.000508248 0.000930469 0.000408072 0.000378709 0.000354924 0.000344061
threshold=0.085915000000000019 -0.42985499999999993 0.090240000000000015 -0.15747999999999998 -0.08231999999999999 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 -0.24167999999999998 1.0000000180025095e-35 0.10681500000000001 -0.083114999999999981 0.16699000000000003 -0.14917999999999998 -0.084114999999999981 -0.029304999999999998 0.037245000000000007 0.057150000000000006 -0.10770999999999999 0.005105000000000001 -0.21163499999999999 0.091330000000000008 0.094195000000000015 -0.100615 0.084065000000000015 0.096540000000000015 0.11015500000000002 0.10705000000000002 0.12267000000000002 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 11 -10 13 -13 -15 -16 17 18 -17 20 -20 23 -23 26 -25 -26 -22 -27 -29 -14
right_child=-2 2 -4 4 5 6 7 8 9 -11 -12 12 29 14 15 16 -18 -19 19 -21 21 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.00097228294391726042 0.0011738366365369236 0.00099254074643902396 -0.00094749369710607511 -0.00098938823761897583 -0.00086455617990104149 -0.00073926318659194457 -0.00060376405740427091 -0.00075519787938521947 -0.00073010446484795568 -0.00049935929410007643 -0.00071933238217849831 0.0010463230224903287 0.00032153150660922333 -0.00057972066077775894 0.00091522182356610911 -0.001093307057589812 -0.00085790570217383736 0.0010516033989384943 0.00099666737430828978 0.0011606728366566968 0.00097062176453672924 0.00016412796259064911 -0.0013091562696320336 0.00047754270878901713 -0.0010765784725656699 0.00061970519364780647 -9.1113045513643195e-05 -0.00061631466849307141 0.0003608928275341891 0.001373093136024629
leaf_weight=0.0013360107683161307 0.0010617102986927298 0.0011043765467100277 0.0011844873295112626 0.0015380174973577123 0.001630737491273653 0.0016431731259358697 0.0019465537920524403 0.0011581900831600924 0.0010167611229547893 0.0022457084190614643 0.0012239835801799428 0.0011556632503477706 0.0012155380135681071 0.0018604517987235161 0.0035766448682421617 0.0013696437654199803 0.0017831533729313334 0.0010386010790739411 0.0014188894499476057 0.0012995804383211232 0.0020979921259671576 0.0010699847817505779 0.0011401385778897488 0.0036703740299253405 0.0015809767649023754 0.0018730808106754981 0.0010110792208593011 0.0015550194953881658 0.001274780992734037 0.0011330967939540129
leaf_count=353 99 36 71 309 566 265 67 38 36 78 376 29 62 83 134 85 70 20 35 109 75 60 91 185 348 63 19 66 15 67
internal_value=0 -5.48622e-05 -2.81102e-05 -3.71086e-06 -2.89875e-05 6.1904e-06 4.13736e-05 7.45052e-05 0.000110413 0.000138565 0.000181501 0.000215806 0.000246707 0.000199193 0.000163748 0.000217443 0.00010494 0.000189101 0.000142834 0.000236936 0.000165018 8.77589e-05 -0.000595897 0.000203424 7.1643e-05 -0.000165441 0.000625342 0.000140857 -0.000176098 0.000828856
internal_weight=0 0.0471527 0.0458167 0.0446322 0.0435278 0.0419898 0.0403591 0.0387159 0.0367693 0.0356111 0.0333654 0.0321415 0.0311247 0.0287761 0.0276204 0.0257599 0.0221833 0.0204001 0.0193615 0.0179919 0.0166923 0.0152734 0.00221012 0.0130633 0.00995423 0.00628386 0.00310907 0.00470288 0.0028298 0.00234863
internal_count=3910 3811 3458 3387 3351 3042 2476 2211 2144 2106 2028 1652 1616 1487 1458 1375 1241 1171 1151 1066 957 922 151 771 677 492 94 144 81 129
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=20
num_cat=0
split_feature=1456 52 1 12 0 47 13 4 4 1 16 4 52 16 43 12 3 4 133
split_gain=0.000138407 0.000135471 0.000174425 0.000214779 0.000234891 0.000198007 0.000266356 0.000213518 0.000410009 0.000368457 0.000289885 0.000257734 0.000216376 0.000188883 0.000148077 0.000142084 0.000112154 0.000110286 0.000102308
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.13662500000000002 0.099370000000000014 -0.061994999999999995 0.09252500000000001 -0.057284999999999996 0.0057500000000000008 -0.0017649999999999999 0.085990000000000011 -0.30307999999999996 0.27020000000000005 -0.072349999999999984 0.15737500000000001 -0.044024999999999988 1.0000000180025095e-35 -0.0026499999999999996 0.17888000000000001 0.032270000000000007
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 -7 8 9 -3 11 -9 -12 -4 18 -16 -11 -5 -6
right_child=1 2 13 17 14 6 -8 10 -10 16 12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0016802336914414481 -0.0012844658000563205 -0.0014206546213494662 0.0027937553402420305 -0.0020097547358029302 0.0028484734464971121 0.00024505772956223047 -0.0030636918383915909 -0.0021863865756949342 -0.0028081203777671768 0.002431816392116501 0.00015269313852395725 0.0010182444468486375 0.0025765196811420618 2.537760866996503e-05 -0.00084025418086925894 0.0013461687438380897 0.00043107752959533968 -0.00033550421067137653 0.00094671537058933579
leaf_weight=0.0010014897313748152 0.0014870864152183574 0.001705784157629963 0.001017480062326325 0.0014225191290869596 0.0011595034579956476 0.0010012170639718265 0.0010169994917744738 0.0010152683514050853 0.0012369915774622098 0.0010881633893140563 0.0012473858292425533 0.0010677739106058626 0.001969866894809047 0.0010268844832239665 0.0011937248972344631 0.0012742828868859135 0.0012466017594459089 0.0019131662547442474 0.0011872538776420694
leaf_count=369 354 1035 177 346 59 96 80 99 175 401 51 137 149 39 97 39 58 66 83
internal_value=0 4.72241e-05 0.000134116 9.06007e-06 0.000211866 -0.000115149 -0.00142225 0.000134243 -0.000514133 0.000188159 0.000779835 -0.000543683 0.00163676 0.0014032 0.00106738 0.000288641 0.00136356 -0.0010495 0.00188635
internal_weight=0 0.024278 0.0227909 0.0207465 0.0174108 0.0125961 0.00201822 0.0105778 0.00527754 0.00404055 0.00530029 0.00208304 0.00321725 0.00204436 0.00481477 0.00246801 0.00233477 0.00333569 0.00234676
internal_count=3910 3541 3187 2971 2559 2281 176 2105 1669 1494 436 236 200 216 278 136 459 412 142
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=156 453 31 1429 4 403 1374 403 159 159 129 475 1374 376 160 38 124 15 15 150 47 47 160 457 13 12 43 16 2 2
split_gain=0.0011099 0.000745078 0.000741546 0.000658808 0.000999209 0.000679238 0.000648886 0.000676705 0.000503756 0.000623282 0.000577066 0.000636042 0.000514616 0.000498056 0.000598175 0.000654616 0.000626024 0.000488271 0.000564033 0.000440513 0.000550873 0.000651476 0.000373376 0.000278117 0.00027092 0.000402499 0.000689322 0.000621479 0.000354819 0.000552166
threshold=-1.0000000180025095e-35 0.095100000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.096520000000000009 0.090240000000000015 -0.088854999999999976 0.10856 0.08894500000000001 0.08326500000000002 -0.083904999999999993 -0.095439999999999983 0.11605500000000001 -0.096329999999999985 0.084445000000000006 -0.080429999999999988 -0.11739999999999999 -0.24219999999999997 0.09833500000000002 0.10783500000000001 0.086425000000000016 0.091575000000000017 0.082870000000000013 -0.07409499999999998 0.099680000000000005 -0.17307499999999998 -0.094359999999999986 0.10679500000000001 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -13 14 -14 16 -16 18 -18 20 21 22 23 24 28 26 -26 -28 29 -19
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0014003925599673285 0.00089498923183757399 -0.0011771615732079077 -0.0010193053380363555 -0.00092992381298226184 0.0013271224127847565 -0.0010690804753768714 -0.0010473477214088373 -0.00096979852467680809 -0.00086751218064092537 0.00078503862127195787 -0.00087341420218413476 -0.00062256910494064277 -0.00051892767254229982 -0.00065977259845540555 0.0012482610380291381 -0.00055868250738416074 0.00036296391632719506 0.00028483794162930423 -0.0006742936671269706 0.00098350575348310162 0.00088219361128188316 -0.00083070632832831751 -0.00050843640757892484 0.00082792240566822756 0.00121883637360775 -0.0006883188250442696 0.00066869975756428781 -0.00044112113264187919 -0.00012736038271367445 0.0013562667508374589
leaf_weight=0.0011161742348774198 0.0018994055088306086 0.0010108218917252989 0.0012059575852425555 0.0013266486771013044 0.0011340673703210671 0.0011440793460683876 0.0010780681538680162 0.0010563897762645427 0.0010544880473557497 0.00253067363574666 0.0012382916897130105 0.001673227550137212 0.0020458379128567286 0.0013429010879768546 0.0013547564901668077 0.0017696547243675189 0.0020014011569373658 0.0024381123805872146 0.0021135773285774128 0.0019970243554414671 0.0026554782320111761 0.0011316601980135834 0.0011136109716749507 0.0019268629979833926 0.0010874311955433296 0.0011530987170428331 0.0015699664523953607 0.002675573138300389 0.0013684584350635021 0.0015382606257006159
leaf_count=197 112 39 146 500 162 275 67 164 174 147 197 38 280 15 84 54 47 250 112 94 55 46 88 41 16 111 41 293 46 19
internal_value=0 1.22523e-05 3.80386e-05 1.64558e-06 2.99368e-05 -4.77068e-06 2.47543e-05 5.35318e-05 8.71263e-05 0.00011377 6.55802e-05 9.97653e-05 0.000134049 0.000174517 0.000211936 0.000265539 0.000321369 0.000270675 -0.000169803 0.000358427 0.000291525 0.000193512 0.000271451 0.000334578 0.000254229 6.18688e-05 0.000224075 -3.07183e-05 0.000487662 0.00069932
internal_weight=0 0.0476358 0.046625 0.0447256 0.0435196 0.0423855 0.0412415 0.0401634 0.0388367 0.0377822 0.0352516 0.0340133 0.0329569 0.0312837 0.0299408 0.0278949 0.0261253 0.0247705 0.00411498 0.0206555 0.0186585 0.016003 0.0148714 0.0137578 0.0118309 0.00648607 0.00533297 0.00424554 0.00534483 0.00397637
internal_count=3910 3713 3674 3562 3416 3254 2979 2912 2412 2238 2091 1894 1730 1692 1677 1397 1343 1259 159 1100 1006 951 905 817 776 461 350 334 315 269
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=156 31 403 151 4 1348 11 3 14 2 1456 133 133 156 16 15 16 51 40 42 4 160 160 16 2 15 2 4 4 4
split_gain=0.00102109 0.000663155 0.000564129 0.000521865 0.000569517 0.000758195 0.00107369 0.000612453 0.000552646 0.000542905 0.000510966 0.000531887 0.000532934 0.00043768 0.000469369 0.000550188 0.000434454 0.000356504 0.000465164 0.00103179 0.000516096 0.000988116 0.000671675 0.000313334 0.000306469 0.000290489 0.000289426 0.000309153 0.00028184 0.000226556
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10020000000000001 -0.40391999999999995 0.28937500000000005 0.084620000000000015 0.079700000000000007 -0.15464999999999998 -0.46879999999999994 -0.13811499999999996 -1.0000000180025095e-35 0.10681500000000001 0.092550000000000007 0.091280000000000014 -0.40374499999999997 -0.095799999999999982 -0.23935499999999996 -0.40274499999999996 0.0034800000000000005 -0.09602999999999999 0.0057500000000000008 0.087825000000000014 -0.082384999999999986 -0.0021449999999999998 0.11203000000000002 -0.03231499999999999 0.083585000000000007 -0.37626499999999991 -0.078094999999999984 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -6 -10 -9 12 13 14 -12 16 -16 -17 19 -19 21 22 -21 -5 -22 -24 -27 -28 -29 -18
right_child=1 2 -4 4 8 -7 -8 10 9 -11 11 -13 -14 -15 15 17 29 18 -20 20 24 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.0014003914918140261 0.0008619640220643046 -0.00089394806294823233 -0.0010264315118891842 2.5406607426492633e-05 -0.00042961616352723213 0.0011469074516415219 -0.0013441783450603151 -0.00088095332248605161 3.6105441866043803e-05 0.00095782941277266121 -0.00068118243350313054 -0.0010216405539121131 0.00079397419239882129 -0.00081168607234953592 0.00028134124452399242 -0.00052742867146198143 -0.00029973436012576543 -0.0012223521408215188 0.0010309295288832118 -0.00068427365085376812 0.00099711334923527004 -0.0009414196549394167 0.00086288276146070659 0.0010280937219997947 0.00010193240142321544 -0.0003009663955385101 -0.00011115451384837383 0.0010604808164377804 0.00012586240628369478 -0.0011501285692435493
leaf_weight=0.0010159333822338237 0.0017592731778393036 0.0012140868084298253 0.0010553938503238816 0.0010081443214602359 0.0012342128047677647 0.0010288446664112874 0.0012546233818997434 0.0014871367221168654 0.0020118866211777942 0.0033223336996474053 0.0018404164788314746 0.0010359159090783656 0.0015640097604210359 0.0013921406121246696 0.0011221455137118141 0.0013672313497350421 0.0011143488249033473 0.0010048001136728222 0.0012694287468093526 0.0012377214520442621 0.0023757207453334326 0.0015472453786411497 0.0021576186242779844 0.0015518192396939334 0.0010958417113968721 0.0013701346053736361 0.0013228442090138402 0.0017089963970980835 0.001004595941125808 0.0013690073940941794
leaf_count=197 113 84 274 26 42 50 149 316 55 242 86 427 102 163 20 51 111 115 20 217 73 117 111 21 20 172 24 284 137 91
internal_value=0 1.96549e-05 -1.55697e-05 1.04428e-05 3.80316e-05 -3.64424e-05 -7.42502e-05 -2.27664e-05 0.000414807 0.000610186 -8.19235e-05 -3.77503e-05 1.65649e-06 -4.93386e-05 -3.01022e-06 5.62331e-05 -0.00044178 0.00015906 0.000217376 0.000147716 0.000247323 9.05986e-05 0.000272012 0.000633224 0.000714538 0.000428488 0.000255133 0.000443896 0.000714477 -0.000768534
internal_weight=0 0.0438279 0.0420686 0.0410133 0.0397992 0.0332307 0.0322019 0.0309473 0.00656843 0.00533422 0.0283873 0.0269002 0.0258642 0.0243002 0.0229081 0.0210677 0.0036055 0.0174622 0.0160949 0.0148255 0.0138207 0.0103492 0.00880191 0.00255996 0.00347156 0.00756419 0.00540657 0.00403644 0.00271359 0.00248336
internal_count=3910 3713 3600 3326 3242 2903 2853 2704 339 297 2657 2341 1914 1812 1649 1563 222 1341 1290 1270 1155 1062 945 47 93 728 617 445 421 202
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=20
num_cat=0
split_feature=14 484 3 15 41 160 160 159 15 42 133 2 4 52 2 4 0 52 4
split_gain=0.000148125 0.000136371 0.000157183 0.000164453 0.000263026 0.000198095 0.000212326 0.000297453 0.000264753 0.000281648 0.000280659 0.000290942 0.000368691 0.000311103 0.000164033 0.000121595 0.000101365 8.83687e-05 0.000134316
threshold=0.077685000000000018 -0.079734999999999986 -0.15464999999999998 -0.26361999999999991 0.077300000000000021 0.091575000000000017 -0.092169999999999988 0.08894500000000001 -0.13578499999999996 -0.10770999999999999 -0.0023199999999999996 0.10571000000000001 0.074650000000000008 -0.089799999999999977 0.082715000000000025 0.0037100000000000002 0.12346000000000001 -0.066329999999999986 -0.08422499999999998
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 16 -4 5 6 -5 8 -8 -10 -11 12 13 -12 -15 -13 -3 -16 -19
right_child=-2 2 3 4 -6 -7 7 -9 9 10 11 15 -14 14 17 -17 -18 18 -20
leaf_value=-0.0018434373480849192 -0.0019617904700599373 0.0024768553614407875 0.0015522790103000303 -0.0017509592006754086 -0.002824384025092479 -0.0016586411217266253 -0.002380450021100578 0.0032522854172158905 -0.0023089921661321013 -0.0018323226060099043 -0.0014876767110268358 0.00042629900139979911 0.0038152737467204048 -8.1970900688146993e-05 0.00085547612125728382 -0.0019346440111322591 0.00031754291142179923 0.0013796460271975027 0.0040396970157212187
leaf_weight=0.0010608480665365008 0.0011171286661184601 0.0013147855987281068 0.0018290683272149067 0.0015024740336868894 0.0010347377750941069 0.001909620236270392 0.0010944455584206087 0.0010064818914132809 0.0010322156952619491 0.0011961186205358696 0.0012919303860621763 0.001482248657140639 0.0016036143525770541 0.0013229528611114058 0.0010152246457231203 0.0011453263847613082 0.0012618377585731366 0.0010612821374446054 0.0011955437454917502
leaf_count=392 126 103 263 435 95 200 139 156 118 641 192 129 63 284 34 102 82 90 266
internal_value=0 6.48361e-05 0.00015172 -5.89469e-06 -0.000156735 -2.17727e-06 0.000196145 0.000398637 0.00018495 0.000412359 0.000660632 0.000955337 0.00150191 0.000871746 0.00153512 -0.000602806 0.00141939 0.00218894 0.0027888
internal_weight=0 0.0243608 0.0232999 0.0207233 0.0188942 0.0178595 0.0159499 0.0144474 0.0134409 0.0123465 0.0113142 0.0101181 0.00749055 0.00588693 0.004595 0.00262758 0.00257662 0.00327205 0.00225683
internal_count=3910 3784 3392 3207 2944 2849 2649 2214 2058 1919 1801 1160 929 866 674 231 185 390 356
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=156 151 146 147 9 1456 123 123 133 130 1374 124 13 49 47 50 1 47 43 0 12 4 42 474 42 12 15 1374 123 49
split_gain=0.00112342 0.0010813 0.000993437 0.00107784 0.000819529 0.000723957 0.000735992 0.000859307 0.000803616 0.000825077 0.000795594 0.000713942 0.000643077 0.000740915 0.00102512 0.000979691 0.000923199 0.000565683 0.000977517 0.000806557 0.000770985 0.000874255 0.000875711 0.000636285 0.00060571 0.000836814 0.00123186 0.000600517 0.000524459 0.00049386
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10949000000000002 0.088565000000000019 -0.016839999999999997 -1.0000000180025095e-35 0.13456000000000004 0.091310000000000016 0.10681500000000001 0.085970000000000005 0.089520000000000016 0.13733500000000001 -0.5337599999999999 0.093945000000000015 0.13206500000000002 0.11833 0.12958500000000003 0.087850000000000025 -0.074904999999999985 -0.10462499999999998 0.10852500000000001 0.074650000000000008 0.091955000000000023 0.087530000000000011 -0.015514999999999999 0.090385000000000007 0.084050000000000014 -0.094679999999999986 0.083905000000000021 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 9 10 11 12 -7 14 15 16 17 20 19 -19 21 22 23 24 -14 26 27 -26 -3 -29
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0013460372462325177 -0.0012700011392863249 0.0013463431003177327 -0.0012476900395718233 0.00080297278169360903 -0.0008944719012301429 -0.00088436312325134499 -0.0011162210608816319 0.00096879975592624511 -0.00084962984815518537 -0.0011257697601179152 -0.00097566549820111168 0.00088315933223830241 -0.00065335703597003763 0.00065355010985832733 -0.0012670956345644884 -0.0012394376029238015 0.00090265767848979393 0.001049739190076003 -0.0010100943795611174 -0.0005935791829335663 -0.00093265644504282477 0.00072207682773566873 -0.00079516301998145192 -0.0008959975042383781 -0.0004498938607888531 0.00080860887159131848 -0.0012552167956479457 -0.000516238855789395 5.5823410900412102e-05 0.00048115795431003113
leaf_weight=0.001133407439921962 0.0011776243183270188 0.0013279032072177612 0.0010771378401841494 0.003305371854299465 0.0016764817563182923 0.0012816255094492126 0.0010385057705217795 0.001700374939753945 0.0019564499958422124 0.0010885678416470692 0.0013022316122235358 0.0019721179206300113 0.0013827960380303752 0.0037480050015820101 0.0010797189666362774 0.0010123510234949498 0.002433776010601906 0.0011100064255060715 0.0023090386708697333 0.0010555982552307164 0.0012098720487925254 0.0042712935306177249 0.0019914540485483903 0.0010098624448859886 0.0019301616941476149 0.0040122599422174323 0.001104382825869 0.0010072329921531073 0.0010001367706777842 0.0083953084766441588
leaf_count=197 65 51 11 154 321 15 21 95 470 279 62 14 248 180 23 68 108 14 74 74 64 130 164 92 40 128 279 39 65 365
internal_value=0 6.78052e-06 3.27983e-05 5.71184e-05 1.09577e-05 -2.46365e-05 4.88123e-06 2.89541e-05 -5.29257e-06 3.16564e-05 6.05414e-05 9.2429e-05 5.37768e-05 8.45563e-05 2.41688e-05 6.48928e-05 0.000104638 4.1557e-05 -0.000400861 0.000248723 0.000116788 0.000167363 5.36355e-05 0.000143347 0.000202207 0.000274129 0.000101703 0.000233936 0.00079193 0.000374313
internal_weight=0 0.0589676 0.05779 0.0567129 0.0534075 0.0510795 0.049403 0.0483645 0.0466641 0.0447077 0.0436191 0.0423169 0.0403447 0.0390631 0.0353151 0.0342354 0.033223 0.0307893 0.00447464 0.0021656 0.0263146 0.0251048 0.0208335 0.018842 0.0178321 0.0164493 0.0124371 0.0113327 0.00232804 0.00940254
internal_count=3910 3713 3648 3637 3483 3367 3046 3025 2930 2460 2181 2119 2105 2090 1910 1887 1819 1711 162 88 1549 1485 1355 1191 1099 851 723 444 116 404
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=156 158 156 151 4 151 403 160 133 403 1374 43 42 42 31 1 38 15 2 483 1374 2 52 52 48 4 1 4 0 39
split_gain=0.00110879 0.000945076 0.000780437 0.00081685 0.00115554 0.000752215 0.000873735 0.000796442 0.00169753 0.000861938 0.000775383 0.000757 0.000755744 0.000978762 0.000854269 0.000827653 0.000714606 0.000700709 0.000705736 0.000675231 0.000765804 0.000680133 0.00115642 0.000882442 0.000562827 0.00101988 0.000856553 0.000541256 0.000448719 0.000415694
threshold=-1.0000000180025095e-35 0.11034000000000001 0.11896500000000002 -0.40391999999999995 0.50657000000000008 -0.15010999999999997 -0.088854999999999976 -0.092169999999999988 -0.031394999999999992 0.090530000000000013 0.084470000000000003 0.24789500000000006 0.088115000000000013 0.085545000000000024 -1.0000000180025095e-35 0.099115000000000023 1.0000000180025095e-35 0.084050000000000014 0.10325000000000002 0.0015150000000000003 -0.094679999999999986 0.10184000000000001 -0.092084999999999986 -0.062489999999999997 -0.033554999999999995 -0.060264999999999992 0.11561500000000001 -0.37626499999999991 -0.024394999999999997 0.11419500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 14 -9 -14 17 19 -19 20 -16 22 28 -24 -25 27 -27 -26 -22 -18
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 -12 -13 15 -15 16 -17 29 18 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0013460171540430846 -0.0009165792928477074 -0.0012422163645906471 -0.0009436850810690937 0.0010004034081839324 0.0012820115438089269 -0.0010137622801171954 0.00084137758344082238 0.0013463255476379987 -0.0012064081950547126 -0.00095471458853997322 -0.0010019199013752917 -0.00084245716748875714 0.00011967873230941779 -0.0010360406246575906 -0.00047596060522234955 0.0010200394981199215 -0.0011472463817880658 -0.0013292271186153063 6.8651113811125607e-05 -0.00076525971529192325 -0.0011267665163768479 0.00081884214051334799 0.00099260938428903135 0.0011319405809255812 -0.00011640299228945593 -0.00083790051554118411 0.00043093576983793268 0.0009253795639788282 5.713818272866621e-05 -4.8951130280428524e-06
leaf_weight=0.001106984666609411 0.0014830192874057948 0.0010618949793073087 0.0014206023306613238 0.0014977227280326124 0.0014475628709345037 0.0014054462736270415 0.0010697312958878324 0.0010785950117044854 0.0023319801083121474 0.0013219270314822609 0.0010321080481103797 0.0012699450415776239 0.0034735521139059857 0.0012702374168318533 0.0020061675596281239 0.0039560183536757609 0.0011863079455922678 0.0010339980753150116 0.0017815732596950795 0.0010956678370699349 0.0013370816195574786 0.0051363719843604541 0.0034567608006699181 0.0010320813518944786 0.0013821815406345195 0.0027036890918913613 0.0014977400470002067 0.0026083773095342128 0.0010241953098315488 0.0011236669745358085
leaf_count=197 83 161 118 68 196 495 54 40 334 277 60 147 299 121 36 131 46 250 40 88 102 200 84 30 19 121 12 45 36 20
internal_value=0 1.48781e-05 4.03221e-05 6.77081e-05 9.71612e-05 6.1513e-05 3.13471e-05 6.38365e-05 -0.000562444 0.000114794 0.000149714 0.000179841 0.000213841 0.000120773 0.00017061 0.000599093 0.000125968 0.000189482 -0.000444709 0.000266183 0.000317124 0.000395974 0.000251578 0.000412617 0.000195262 7.72531e-05 -0.000385581 0.000564545 -0.000613252 -0.00059156
internal_weight=0 0.0535262 0.0524643 0.0510437 0.0495607 0.0481131 0.0466154 0.04521 0.00340171 0.0418082 0.0404863 0.0394542 0.0381843 0.0307547 0.0294845 0.00742957 0.0284059 0.0260959 0.00281557 0.0232803 0.0221846 0.0201785 0.0150421 0.0126808 0.00922407 0.00819199 0.00420143 0.00399056 0.00236128 0.00230997
internal_count=3910 3713 3552 3434 3351 3155 3087 2592 388 2204 1927 1867 1720 1290 1169 430 1129 1063 290 773 685 649 449 311 227 197 133 64 138 66
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=146 147 9 52 159 151 2 50 133 41 457 158 1374 0 0 0 16 0 42 43 376 1 160 3 3 1 0 0 47 12
split_gain=0.000929692 0.000986297 0.000838208 0.000724695 0.000691736 0.000552253 0.000906251 0.00112794 0.000945654 0.000885083 0.000800904 0.000659531 0.000584595 0.000763106 0.000666502 0.000666444 0.00100282 0.000848649 0.000582731 0.000723049 0.000545515 0.000631453 0.000530607 0.00048578 0.000449835 0.000859908 0.000543662 0.000445179 0.000418726 0.00041068
threshold=0.10949000000000002 0.089245000000000005 -0.016839999999999997 -0.42985499999999993 -0.25044499999999997 -0.27336999999999995 0.114165 0.086465000000000014 0.10681500000000001 0.078535000000000008 -0.0034949999999999994 0.084965000000000027 -0.094679999999999986 -0.22851499999999997 -0.070894999999999986 -0.10575999999999998 0.050115000000000007 -0.089879999999999974 0.084305000000000005 0.14198000000000002 0.087570000000000009 0.10420500000000001 -0.082384999999999986 -0.115685 -0.082574999999999982 0.10444500000000001 -0.18901999999999997 -0.083564999999999987 0.089345000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 9 10 -7 12 -12 -14 15 16 22 -17 19 20 21 23 -15 -16 -8 -26 -27 -19 -24 -13
right_child=-2 -3 3 4 5 6 24 -9 -10 -11 11 29 13 14 18 17 -18 27 -20 -21 -22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.0008894542743760074 -0.0013222986154682163 0.00078834147878607699 -0.001031168421834648 -0.0010014583569198301 -0.00090912730305900218 -0.00078744814415832346 0.0011387686145968013 -0.0011541175902537405 -0.0013271430152465128 -0.00094016675444336725 -0.00059622161341941441 3.999921581951949e-05 0.0011862332467399868 -0.00029783510447180825 0.00048700154763861814 -0.0012490940205997579 -0.00098594944398444802 0.00049732015301830667 0.0009737082744385023 0.0011742662349349823 -0.00092764574218454846 0.0011500670031443648 0.0010521408814239436 -0.0006278832414899734 -0.00084551278559549781 -9.6587329434554738e-05 0.0010044675413970583 -0.00067076081847513441 0.00015316728491018519 -0.0011931982273102942
leaf_weight=0.0017796879452576233 0.0010679935212465344 0.0029131432570332896 0.0015504832447716934 0.0014647450908150663 0.0013299273300333416 0.0019231687542875511 0.0015819457346806232 0.0018298366173193905 0.0010520080117379918 0.0017569621599484711 0.0016213217668337157 0.0010215255878538434 0.001666154434900576 0.0013209089416115205 0.0014569837062481383 0.0016566851385238935 0.0010928422486173872 0.0015908727349500541 0.0030798337548416654 0.0012810549759336709 0.0010037200408987701 0.0010689183335070851 0.0027156531481651192 0.0016167645019251886 0.0010452854656284307 0.0014086144883069807 0.002340395723617883 0.0010701957006347355 0.0016233125446944996 0.0010994654320219954
leaf_count=116 11 148 346 219 75 156 78 461 299 106 30 48 27 32 25 209 14 304 42 13 8 27 99 83 125 36 204 332 27 210
internal_value=0 -1.32428e-06 -5.23886e-05 -9.11268e-05 -5.61903e-05 -2.17946e-05 8.52281e-06 -8.60484e-05 -2.24255e-05 2.38416e-05 8.45282e-05 0.000149061 0.000215567 0.000274737 0.000200934 -3.26129e-05 0.000242123 -0.000462284 0.00047288 0.000232899 -1.42915e-06 0.000222982 0.000479246 -9.9418e-05 0.000491271 0.000277621 0.000590769 2.75557e-05 0.000715813 -0.000599258
internal_weight=0 0.0479624 0.0450493 0.0432696 0.0417191 0.0402544 0.0389244 0.0325482 0.0307184 0.0296663 0.0279094 0.0259862 0.0238652 0.0222439 0.0205777 0.0110705 0.00675272 0.00431775 0.00950728 0.00642744 0.00514639 0.00414267 0.00565987 0.00307375 0.00637624 0.0047943 0.00374901 0.00266107 0.00433897 0.00212099
internal_count=3910 3899 3751 3635 3289 3070 2995 2552 2091 1792 1686 1530 1272 1242 1215 1017 172 845 198 156 143 135 158 108 443 365 240 636 126 258
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=156 158 1213 151 4 150 156 31 1429 160 133 12 49 13 133 13 49 2 0 15 0 16 12 151 12 2 3 15 42 4
split_gain=0.00118779 0.00108735 0.000772094 0.000792208 0.000954325 0.000854959 0.000675711 0.000601143 0.00062985 0.000686923 0.00231572 0.00108502 0.000690333 0.00120572 0.000744399 0.000711253 0.000666401 0.00056952 0.00059339 0.000566256 0.000526773 0.000586758 0.000553077 0.000732248 0.000484064 0.000464417 0.000433383 0.000428449 0.000821429 0.000410716
threshold=-1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 -0.40391999999999995 0.51224500000000017 -0.096234999999999987 0.11896500000000002 -1.0000000180025095e-35 0.085435000000000011 -1.0000000180025095e-35 -0.031394999999999992 -1.0000000180025095e-35 0.11115500000000002 -0.5337599999999999 -1.0000000180025095e-35 -0.057284999999999996 -0.088729999999999989 0.10910500000000002 -0.024394999999999997 -0.18057999999999996 -0.230625 -0.23935499999999996 -1.0000000180025095e-35 -0.0074049999999999993 -0.023959999999999995 0.11230000000000001 -0.077689999999999995 -0.041049999999999996 0.084100000000000022 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -12 13 -11 26 16 -16 20 25 -18 -17 29 24 -24 -23 -19 -15 -21 -29 -22
right_child=1 -3 3 4 -6 6 -8 8 -10 12 11 -13 -14 14 15 17 19 18 -20 27 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014003946474590012 -0.00083131094792097059 -0.0013245280255799064 -0.00090447313251803749 0.00099584879043655792 0.001400493947647896 0.00083393722232185947 -0.00094021491660794827 0.00084130826499651922 0.0010144864494242966 -0.0013878730957136238 0.00037199040085372206 -0.001197466860606569 0.00090076450122510577 -2.3082065160773011e-05 -0.00037963637487197931 0.00050895326246579804 -0.0003777422059173443 0.00080767054904584657 0.0011081857825698239 0.0010655263144467471 0.00065493506713586495 -0.00048145483998321718 0.00034645408496371998 -0.000932881638474282 0.00072265223864218767 -0.0003448355948838312 -0.0012327614207266388 0.00075138281756441134 -0.00065165274190437958 -0.00026566082811913579
leaf_weight=0.0012023302073285161 0.001941155317113529 0.0011775680273409242 0.0015914271233725677 0.00188254636054097 0.001081056753234221 0.0018980803595347586 0.0013572179593301916 0.0021534744061506572 0.001236137181518159 0.001127567491298719 0.0010837360146780384 0.0042554199307552878 0.0019115828012032923 0.0010763780423337921 0.0016828091955289901 0.0020114974804385935 0.0010718316867359698 0.0010414172590014203 0.0015717763140798971 0.0036004072551176786 0.0018998273453050161 0.0014368091204151057 0.0010695012642969468 0.0048814049270282898 0.0012026662670905361 0.0020067032160557829 0.0012612185609324747 0.0034429537123870074 0.001073341374654202 0.0019013443351809656
leaf_count=197 558 161 83 54 161 71 114 103 95 9 30 630 102 290 62 34 49 20 21 141 18 60 26 290 20 85 142 78 178 28
internal_value=0 6.5787e-06 3.57402e-05 6.82258e-05 9.90505e-05 7.0418e-05 3.35507e-05 6.23454e-05 2.90601e-05 5.75171e-07 -0.000384491 -0.0008789 8.23748e-05 3.5479e-05 8.52721e-05 0.00014478 0.000430501 -1.85051e-05 0.000409308 0.000578872 -0.00015573 -0.000263626 -0.000466323 -0.000702958 6.71917e-05 4.89283e-05 -0.000675748 0.000705195 0.000417938 0.000194453
internal_weight=0 0.0549289 0.0537513 0.0518101 0.0502187 0.0491376 0.0472551 0.0458979 0.0439998 0.0427637 0.00749263 0.00533916 0.035271 0.0333595 0.0322319 0.0298943 0.0108713 0.0190229 0.0046199 0.00918853 0.0144031 0.0123916 0.00859038 0.00595091 0.00263948 0.00304812 0.0023376 0.0081167 0.0045163 0.00380117
internal_count=3910 3713 3552 2994 2911 2750 2696 2582 2511 2416 763 660 1653 1551 1542 1110 508 602 126 446 476 442 396 316 80 105 432 397 256 46
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=21
num_cat=0
split_feature=31 2 50 48 158 0 4 2 15 151 3 133 3 12 4 42 52 12 1 1
split_gain=0.000320211 0.000153045 0.000211069 0.000276722 0.000271606 0.000208763 0.000208632 0.000447714 0.000362807 0.000287654 0.000201676 0.000245173 0.000283757 0.000234372 0.000269198 0.000266619 0.00025694 0.000214133 0.000259631 0.000155813
threshold=-1.0000000180025095e-35 0.14808000000000002 0.086465000000000014 0.12649500000000002 0.087355000000000016 -0.230625 0.27020000000000005 -0.13811499999999996 -0.11739999999999999 1.0000000180025095e-35 0.11476000000000001 0.087035000000000015 -0.016619999999999996 0.080120000000000011 -0.034289999999999994 0.091590000000000019 0.083750000000000005 -0.0089849999999999982 0.088495000000000018 0.10353000000000001
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 -2 8 -8 -7 10 11 12 13 -10 16 -16 -15 -14 -19 -4
right_child=1 -3 19 -5 -6 6 7 -9 9 -11 -12 -13 17 14 15 -17 -18 18 -20 -21
leaf_value=0.002347921643853564 0.0015431245949379679 0.0014686420761081975 -0.0026822229972415512 -0.0021801686114732545 -0.001851645681806575 -0.0025356053477973216 -0.0007362798047894386 0.0026947915813445413 0.0020646857992151738 -0.0021016993549827214 0.0015045650517178776 -0.0020340096168201781 0.00072225524387930086 -0.0022880104681816853 -4.9831287828426509e-05 0.002581179739442962 0.00056209637816902202 2.1864654950055086e-05 -0.0028818858840046623 -0.00030672977762438914
leaf_weight=0.0010119504308919716 0.0018459320536940915 0.0010784505069427177 0.0010274696447724876 0.0010818574816875417 0.0013058671511322053 0.0011063474877461644 0.0013069294910574847 0.0015087517357696414 0.0016864275928938329 0.0010912312784125975 0.001849723841706564 0.0010168144622810802 0.0010912940862932707 0.0011628211258947726 0.0016212905247850211 0.0012607550950196611 0.0011669664457455847 0.001023513467263387 0.0012712246323420828 0.0010065140250485882
leaf_count=113 84 169 587 69 315 175 51 155 77 125 64 533 78 293 248 50 511 60 70 83
internal_value=0 -0.000113345 -0.000183176 -6.29827e-05 4.4472e-05 0.000168214 2.84881e-05 0.00110222 -0.000168489 1.53921e-05 0.000191064 -2.39246e-05 0.000174814 0.000674197 0.000224268 0.00110111 -0.000860421 -0.000842565 -0.00158674 -0.00150671
internal_weight=0 0.0255102 0.0244317 0.0223977 0.0213159 0.02001 0.0181641 0.00281568 0.0153484 0.0142421 0.0131508 0.0113011 0.0102843 0.00689826 0.00521183 0.00288205 0.00232979 0.00338603 0.00229474 0.00203398
internal_count=3910 3797 3628 2958 2889 2574 2490 206 2284 2109 1984 1920 1387 1179 1102 298 804 208 130 670
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=156 151 146 147 1456 156 4 403 11 480 403 1374 48 1374 39 47 43 1 43 0 43 42 0 151 160 151 133 2 160 52
split_gain=0.000978192 0.00100141 0.00100213 0.00135904 0.000736769 0.0007696 0.00116396 0.000772069 0.000792265 0.00071061 0.000722872 0.00075144 0.000720751 0.0012853 0.000644985 0.00184624 0.000801869 0.000680743 0.000647189 0.000656222 0.000614271 0.000708847 0.000701959 0.000532541 0.000726754 0.000498821 0.00047135 0.000453618 0.000416208 0.00043883
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10949000000000002 0.088565000000000019 -1.0000000180025095e-35 0.11896500000000002 0.50657000000000008 0.096520000000000009 0.088315000000000018 0.08598500000000002 -0.088854999999999976 0.089520000000000016 0.093225000000000016 -0.094679999999999986 0.16168500000000002 0.13206500000000002 0.24789500000000006 0.13084000000000004 0.14198000000000002 -0.230625 -0.083899999999999988 -0.10770999999999999 -0.074514999999999984 -0.086034999999999986 -0.082384999999999986 -0.086034999999999986 0.085050000000000014 0.084145000000000011 0.086110000000000006 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 12 13 -12 15 16 17 18 19 -15 21 -21 27 -22 -25 -14 28 -23 29 -26
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 25 14 -16 -17 -18 -19 -20 20 23 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0013729334953687593 -0.0012950176158528354 -0.00087950655313584177 -0.0012952960478723415 0.00089587216094695415 -0.00086830943183041653 -0.00098137592711689697 0.0013295633659681126 -0.0010933994593493083 -0.00090690611518085256 -0.001004160761998236 -0.0013726689151278434 -0.0010049437861544132 -0.00028678515683681623 0.0010980455873300802 0.0012029295506936729 -0.00134827488992988 -0.00085538224501371192 0.0011522802484979348 0.0010903869512171038 -0.00057030288209315261 0.00074554716399408323 0.00062367923431901279 0.0010095454433803126 -0.00097965167139447669 0.00036589572763191217 0.00073589474856433472 -0.00086362752897064512 -0.00046243005176367386 -0.00065389302854333795 -0.00032754154550065874
leaf_weight=0.0010040687284759145 0.001111252017793162 0.0017673586614139749 0.0010665985009836723 0.0033412234217298211 0.0013662985670581653 0.0013932508056573303 0.0013103727391425837 0.0011503072849433074 0.0015822083504097853 0.0011025859127993245 0.001093151094039512 0.0010372243147402918 0.0010614058155908879 0.0012506803238707493 0.0010443021501487229 0.0015587370303293815 0.0013192308725830095 0.0014606477015770549 0.0014080842151727993 0.0012039118016109462 0.00129455814396806 0.0014644122402600601 0.0033379446095889139 0.0018287416671662901 0.0060158018184752957 0.005871776275024553 0.0011818838434818355 0.0014349448250277064 0.0013483475010098731 0.0024087250986496445
leaf_count=197 65 321 11 154 461 110 196 269 72 165 39 58 51 19 6 18 121 40 33 65 54 44 87 155 310 215 116 190 64 204
internal_value=0 -5.29548e-06 2.18977e-05 4.91046e-05 -9.47553e-06 2.35714e-05 5.45917e-05 1.64707e-05 4.63869e-05 8.30913e-05 0.000113068 0.000147783 0.000179593 8.91817e-05 0.00014324 0.000104434 0.000188431 0.00024214 0.000187156 0.000131301 7.51148e-05 0.000394153 0.00058031 -9.35185e-05 -0.000178489 0.000579332 -4.47462e-05 8.61439e-05 5.42853e-05 0.000167629
internal_weight=0 0.053816 0.0527047 0.0516381 0.0482969 0.0465295 0.0451363 0.0438259 0.0426756 0.0410934 0.0399908 0.0386245 0.0375873 0.0306541 0.029561 0.0285167 0.0269579 0.0256387 0.024178 0.02277 0.0215193 0.00744121 0.0062373 0.0140781 0.0127835 0.00693318 0.0109548 0.00289936 0.00977287 0.00842453
internal_count=3910 3713 3648 3637 3483 3162 3052 2856 2587 2515 2350 1889 1831 1565 1526 1520 1502 1381 1341 1308 1289 386 321 903 849 266 694 234 578 514
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=20
num_cat=0
split_feature=480 1 14 16 48 11 43 48 42 13 13 16 157 2 2 1 151 1 1
split_gain=0.000196362 0.000174701 0.000341161 0.000262166 0.000250402 0.000230211 0.000193408 0.000369761 0.000235269 0.000290868 0.00025088 0.000209386 0.000210435 0.000213911 0.000332403 0.000244093 0.000179135 0.000287451 0.000110015
threshold=0.08456000000000001 0.13662500000000002 0.064610000000000015 0.16388500000000003 -0.064549999999999982 0.088315000000000018 -0.049504999999999987 0.086665000000000006 0.084100000000000022 -0.071149999999999977 0.0034250000000000005 0.23932500000000004 -0.074939999999999993 0.087995000000000004 0.11230000000000001 0.11235500000000002 -0.0088999999999999982 0.086430000000000021 0.095575000000000007
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 -3 -1 6 7 8 10 -10 -6 12 -8 18 16 -16 -15 -18 -14
right_child=-2 3 -4 -5 5 -7 11 -9 9 -11 -12 -13 13 14 15 -17 17 -19 -20
leaf_value=0.0016908741959890861 -0.0018765315529321472 0.0028296378063172264 -0.0024922162761530967 -0.00014588778067164604 0.0024264135861611991 -0.002048402037113083 0.0014654023893364411 0.0021786913974412465 -0.002117183589657002 0.00042280854222071206 -0.00033822738471340477 -0.0019174212710430869 -0.0021165102379874312 -0.0004969118427908762 -0.0024463393333709286 0.00016381777994001027 0.00031784499373317129 0.0031892098254100846 -0.00034473316112106067
leaf_weight=0.0016006773031280721 0.0010081918244067281 0.0010021262653656096 0.0010115468038566769 0.0011959555095764074 0.0012021930487438022 0.0010300015292656886 0.0013609538523281514 0.0019466256121715153 0.0015086399177967891 0.0018460513380348931 0.0012155331361484722 0.0013277491186834125 0.0015338627090904673 0.0011955238962215731 0.0012746407835984019 0.0013675549661229525 0.001553696544170674 0.0010940741732952119 0.0011140194240204515
leaf_count=181 280 173 127 45 285 105 79 248 518 128 230 162 656 55 84 86 338 39 91
internal_value=0 5.44948e-05 -5.51268e-05 0.00121068 5.60609e-05 -7.1147e-05 3.3073e-05 0.000561397 1.59984e-05 -0.000719453 0.00103647 -0.000311888 -0.000108755 -0.000343318 7.62969e-05 -0.00109537 0.000881795 0.00150431 -0.00137109
internal_weight=0 0.0253814 0.0231833 0.00219808 0.0221718 0.0205711 0.0195411 0.00771904 0.00577242 0.00335469 0.00241773 0.0118221 0.0104943 0.00913337 0.00648549 0.0026422 0.00384329 0.00264777 0.00264788
internal_count=3910 3630 3412 218 3285 3104 2999 1409 1161 646 515 1590 1428 1349 602 170 432 377 747
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=19
num_cat=0
split_feature=128 8 453 12 151 47 52 49 13 0 0 43 0 0 0 13 51 3
split_gain=0.000132237 0.000168019 0.000176926 0.000191123 0.000272165 0.000321262 0.000269362 0.000263139 0.000604058 0.000382778 0.000646417 0.000208089 0.000224931 0.000217265 0.000320377 0.000169998 0.00014466 9.28147e-05
threshold=0.081870000000000012 1.0000000180025095e-35 1.0000000180025095e-35 0.051320000000000005 -0.086909999999999987 0.10436500000000001 0.11401500000000002 -0.029304999999999998 -0.094679999999999986 -0.053834999999999994 -0.070894999999999986 -0.083394999999999983 -0.067584999999999992 -0.14136999999999997 -0.230625 -0.023539999999999995 0.081825000000000009 0.10666500000000002
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 11 7 15 17 10 -10 -6 13 14 -13 -5 -16 -9
right_child=-2 -3 -4 6 5 -7 -8 8 9 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.0029431515697910761 -0.0018437195703082242 0.0020251982774960502 -0.0021243439571494785 6.2955098127691908e-05 0.0016049525836217384 0.0022900749887348787 -0.0026538840034473687 0.00040078912493807212 -0.0031150032086430393 -0.0041179293805970766 0.0018466281491598374 0.0011533513501511105 -0.0019959277845196656 0.0014622959114158774 -0.00059145499978340986 0.0028872342574171538 -0.0029589884735043578 0.0023526984198874671
leaf_weight=0.0010784098236404924 0.0010060523216721259 0.0010862329184808664 0.0010223301931304709 0.0012135823754819697 0.0015622110374801665 0.0017240243301872024 0.0012906706705980439 0.001413400230247162 0.0014716711352485822 0.0013483609249138355 0.0013011276073734424 0.0016895286756239995 0.0018777594272981731 0.0019255668315577568 0.0014653749502642199 0.0010415525009399582 0.0012643984219060656 0.0011719059982624458
leaf_count=95 288 89 97 132 141 73 457 158 1314 188 194 77 200 201 88 51 48 19
internal_value=0 5.26601e-05 -3.71332e-05 5.62933e-05 0.000479675 0.000248841 -0.000463515 -0.000148053 -0.000657634 -0.00187666 -0.000786772 -0.000110811 -0.000436788 2.4638e-05 -0.000601775 0.00136737 -0.00168807 0.00128558
internal_weight=0 0.0249481 0.0238619 0.0228395 0.0125873 0.0115089 0.0102523 0.0089616 0.00670647 0.00412116 0.0027728 0.00978484 0.00822263 0.00634487 0.0044193 0.00225513 0.00272977 0.00258531
internal_count=3910 3622 3533 3436 923 828 2513 2056 1873 1696 1508 755 614 414 213 183 136 177
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=20
num_cat=0
split_feature=52 124 1 12 132 0 133 50 159 457 52 15 15 15 49 151 13 16 2
split_gain=0.000140551 0.000160957 0.000196351 0.000385545 0.000299357 0.000208073 0.000238492 0.000175321 0.000258955 0.00017444 0.000160656 0.000172795 0.000314693 0.000232851 0.000153184 0.000241717 0.000125097 0.00012078 0.000176389
threshold=-0.40083499999999994 0.11158000000000001 1.0000000180025095e-35 0.098845000000000016 0.079995000000000011 -0.060094999999999989 0.083815000000000014 0.11772500000000001 -0.092309999999999989 -0.0034949999999999994 0.096170000000000019 -0.0071449999999999994 -0.073314999999999991 0.079360000000000014 -0.029304999999999998 -0.044604999999999992 0.11596500000000001 -0.057604999999999996 0.092175000000000021
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 7 6 -2 8 -4 -10 11 12 14 -13 15 -11 -7 18 -16
right_child=1 -3 4 -5 -6 16 -8 -9 9 10 -12 13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.0014256023498546145 -0.0025668304482920463 0.0017761589397726489 0.002457723167568667 -0.0033111655997006637 0.002740028826483065 -0.00017126255099236113 0.00023970925536330947 -0.0017991207526976988 -0.0016448792440195053 -0.00016393138858644137 -0.0013551135611241851 0.0025416461925156439 -0.0022478520631027611 -0.00022183814196023081 -0.0016512915681130636 0.0029626265393017121 0.0017400348772503909 0.0010667871878828363 0.00083982052172081978
leaf_weight=0.0014993989843086189 0.0013665639295481176 0.0011795413407923441 0.0010890316457028435 0.001061239962635678 0.0010316976056116691 0.0018690638459404347 0.0013520686358800826 0.0010156641944331088 0.0012303848587409414 0.0010670178051470636 0.0012729945955152209 0.0016903574482203228 0.001134532498567431 0.0011500339571590135 0.0016207478249807864 0.0011567495917717023 0.0013056051433864013 0.0013525317909701658 0.0010522331080842218
leaf_count=401 801 37 103 289 181 53 612 128 102 80 134 169 129 315 111 35 24 118 88
internal_value=0 6.95738e-05 -1.86435e-05 -0.000682414 0.000272344 -0.00020904 -0.00117104 0.000100698 0.000240354 5.06258e-05 0.000232072 0.000429689 4.76802e-05 0.00142275 0.000464425 0.00146243 0.000614772 -8.689e-05 -0.000670652
internal_weight=0 0.0239981 0.0228185 0.00695454 0.015864 0.0058933 0.00271863 0.0148323 0.0138166 0.0127276 0.0114972 0.0102242 0.00738381 0.00284039 0.00624928 0.00222377 0.00317467 0.00402551 0.00267298
internal_count=3910 3509 3472 1779 1693 1490 1413 1512 1384 1281 1179 1045 561 484 432 115 77 317 199
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=151 52 146 1 147 133 133 50 50 49 16 49 147 148 0 43 457 42 151 12 43 4 4 160 159 157 16 15 52 2
split_gain=0.000988448 0.000990773 0.000973814 0.00109476 0.000799763 0.000764291 0.00070747 0.000699126 0.000658064 0.000680533 0.000731887 0.000625416 0.000622281 0.000611703 0.000754757 0.000610151 0.000626564 0.000412349 0.000364219 0.000362041 0.000695181 0.000354308 0.000936997 0.000905868 0.000649362 0.000538002 0.000511284 0.000327148 0.00035998 0.000307542
threshold=-0.52174999999999983 -0.42985499999999993 0.10949000000000002 0.10113500000000002 0.10356000000000001 0.10681500000000001 0.092550000000000007 0.14262000000000002 0.086465000000000014 -0.085174999999999987 -0.30307999999999996 -0.081419999999999979 0.085900000000000018 -0.080629999999999993 1.0000000180025095e-35 -0.27619499999999997 0.10184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096055000000000015 -0.18906999999999999 -0.0010999999999999996 0.0057500000000000008 0.088785000000000017 0.09141500000000001 -0.082189999999999999 -0.057604999999999996 0.079360000000000014 0.092885000000000009 0.13754500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 8 13 9 10 -3 -11 17 -5 15 -15 18 -13 -17 20 -19 24 -23 26 25 -22 -24 28 -27 -20
right_child=1 2 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 14 -16 16 -18 19 29 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0013250022897204389 -0.0010899029262398654 0.00033105491116836928 -0.0013086949065130706 -0.00058849120235682207 0.0013437025450231334 -0.0010958958094741428 0.00074980138145602619 -0.00084327935839532302 -0.001033567151220046 0.001042769927494656 -0.0010018374922624782 -0.00066469782131932745 0.0010263208530117242 -0.00068195629942063114 0.0013617126465071811 0.0010226188375688353 -0.00059598817470182613 0.0011119007885129159 0.00027296775571291774 -0.00059460266813782725 -0.00047327730026613566 -0.0014003979469187774 -0.0008997997847347602 0.0010660103767061399 -0.00072417368739184607 0.0010082437780146588 0.00029277751470495041 -0.00012257352684142051 4.7305694569187886e-05 0.00099509677141491372
leaf_weight=0.0011340355389783943 0.001596532433949859 0.0011459644838431871 0.0010431982841510026 0.0014226763007627588 0.0013491102600369223 0.0014894332859161077 0.0019375566277814995 0.0011237887927535431 0.001481872118129334 0.001132403182680263 0.0027375312070629923 0.0021514060639504498 0.0010364918979739448 0.0011942253848502516 0.0013759831242574619 0.0018557870323769885 0.001233876340773322 0.0011440275784479993 0.010262817866053989 0.0018411415455625848 0.0012266306760402319 0.0011885201614552227 0.0016926660671456872 0.0011489493702221409 0.0013208825660198098 0.0028527701886968855 0.0012080096068380897 0.0010726058707027919 0.0010442574635618485 0.0013033189092801498
leaf_count=65 339 32 11 38 33 469 93 29 402 29 77 536 79 19 119 121 34 11 336 84 73 79 92 34 83 104 50 313 12 114
internal_value=0 -3.64241e-06 3.03506e-05 5.83025e-05 0.000300542 -0.000119026 -6.58539e-05 0.000229365 -0.00012801 -7.19661e-05 -0.00060852 3.19035e-05 -2.85723e-05 0.000294004 0.000366888 0.000280525 0.000358952 -8.96832e-05 0.00044674 -1.10902e-05 6.62034e-05 -2.75856e-05 -0.000307168 1.36826e-05 0.000167235 0.00035726 -0.000403141 0.000562258 0.000750748 0.00035434
internal_weight=0 0.0526144 0.0510179 0.0499747 0.0211216 0.0288531 0.0273637 0.0197725 0.0254261 0.0239443 0.0038835 0.0200608 0.0189284 0.0186487 0.017226 0.01585 0.0146558 0.0178919 0.0134219 0.0157405 0.0138993 0.0127553 0.00523815 0.00404963 0.00751715 0.00619626 0.00290068 0.00496963 0.00389703 0.0115661
internal_count=3910 3845 3506 3495 843 2652 2183 810 2090 1688 109 1579 1550 781 743 624 605 1471 571 935 851 840 255 176 585 502 142 429 116 450
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=156 453 4 403 1374 156 403 480 0 31 2 4 159 123 123 1 12 1 0 48 132 0 3 16 49 3 49 13 2 2
split_gain=0.00121096 0.000801925 0.000896993 0.00082183 0.000794556 0.000820818 0.000815422 0.000757276 0.000646473 0.000607517 0.00054537 0.00105728 0.000829114 0.000790419 0.000753361 0.000949153 0.00111233 0.000887706 0.000846696 0.000811049 0.000808645 0.000791854 0.000935036 0.000713338 0.000556188 0.00100357 0.000842917 0.000507101 0.000530542 0.000519581
threshold=-1.0000000180025095e-35 0.096095000000000014 0.51224500000000017 0.096520000000000009 -0.094679999999999986 0.11896500000000002 -0.092224999999999988 0.086640000000000009 -0.23029999999999998 -1.0000000180025095e-35 0.10910500000000002 -0.39075499999999991 0.10519500000000001 0.084380000000000024 0.092740000000000017 0.13702500000000004 0.11742500000000002 0.11561500000000001 -0.070894999999999986 0.089935000000000015 0.080815000000000012 0.15480500000000005 0.076695000000000013 -0.50763499999999995 -0.086904999999999996 0.086245000000000016 -0.076864999999999975 -0.083924999999999986 0.084065000000000015 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 14 -13 15 16 17 18 19 23 21 22 -20 -11 -25 26 -26 28 -28 -29
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 11 13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.0014284077839588258 -0.00079674074685438779 -0.0011861183611336554 0.0013722130539041805 -0.0011402107221268689 -0.0011138966242503084 -0.0010040825894025007 0.00070779411353920634 -0.0010760062768055767 0.00091500445454640396 0.00095751135451414349 0.0014112809048176169 -5.1628911267912394e-05 -0.0012735989474668111 0.0010805548754038749 -0.0011551394102568442 0.00097822090978600101 -0.0010179662438927525 0.00092621277960125003 0.00071491698380245878 -0.001257083678263039 0.0013345241087370674 -0.00062736291356046817 -0.00053341937308526758 -0.0012129756488530867 0.00081562674676850387 0.0010359067545078573 0.00042507024238153817 -0.0012637543988664275 -0.00081187511078929494 -7.6537995291664666e-05
leaf_weight=0.0011967593807415957 0.0021694974776060852 0.0010957668181816862 0.0010239816914361368 0.0012117987786029452 0.0010743793355125755 0.0013704973223305208 0.0041668963037118012 0.0010153306511262441 0.0018672166190256681 0.0011291784242892658 0.001667037795868965 0.0066279636722792468 0.0010265619772157333 0.0015526922999794524 0.0010523138725790906 0.002194089811255572 0.002020368492510193 0.0023156235482062462 0.0047575733151812502 0.0014421210427471029 0.0013571489692054692 0.0020437922975133915 0.0016481756979445095 0.0010705962503774211 0.0011283080632900093 0.0013003527038897289 0.0017186837824811861 0.0023931607966599109 0.0012022666960936901 0.0010966866306030276
leaf_count=197 68 36 166 275 455 117 97 143 73 41 16 327 157 86 29 19 44 45 86 153 22 26 38 73 43 19 92 408 251 308
internal_value=0 2.37092e-05 4.79695e-05 2.26806e-05 4.95691e-05 8.61158e-05 0.00011669 0.000144353 0.00017084 0.000118333 8.18241e-05 0.000374528 -1.14683e-05 0.00016326 3.19076e-05 7.52534e-05 8.39753e-07 8.45006e-05 -2.94936e-06 -0.000249715 0.000311119 0.000146742 0.000393725 -0.000118117 -0.000240677 -0.000122916 -0.000322791 -0.000523154 -8.40579e-05 -0.000890671
internal_weight=0 0.0557401 0.0546443 0.0536203 0.0524085 0.050239 0.0488685 0.0477941 0.0467788 0.0426119 0.0407447 0.00984769 0.030897 0.00818066 0.0298704 0.0288181 0.026624 0.0246037 0.022288 0.0124814 0.00980669 0.00844954 0.00640575 0.0110392 0.00991005 0.00883946 0.00753911 0.0064108 0.00292095 0.00348985
internal_count=3910 3713 3677 3511 3236 3168 3051 2596 2453 2356 2283 429 1854 413 1697 1668 1649 1605 1560 1388 172 150 124 1235 1194 1121 1102 1059 343 716
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=1429 403 480 31 457 457 403 447 1456 1374 48 151 2 39 41 16 4 0 2 2 13 3 4 0 1 16 457 4 0 1
split_gain=0.00063125 0.000616969 0.000528893 0.0005513 0.000495892 0.000904984 0.000614607 0.000576852 0.000521855 0.000529738 0.000572418 0.000447431 0.000493595 0.000660536 0.000688909 0.000564816 0.00100419 0.000423175 0.000388235 0.00053593 0.00060944 0.000447656 0.000432855 0.00068589 0.000604162 0.000415256 0.000607932 0.000797465 0.000265145 0.00041068
threshold=-1.0000000180025095e-35 0.10020000000000001 0.086640000000000009 -1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -0.088854999999999976 0.089095000000000021 -1.0000000180025095e-35 -0.094679999999999986 -0.04689999999999999 -0.40391999999999995 0.10910500000000002 -1.0000000180025095e-35 0.078535000000000008 -0.16268499999999997 0.25367000000000006 -0.23029999999999998 0.10393500000000001 0.097360000000000016 -0.07409499999999998 -0.15464999999999998 -0.37626499999999991 -0.060094999999999989 0.13429500000000003 -0.15168999999999996 0.083585000000000007 -0.029114999999999999 0.18055000000000002 0.11113500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 -12 13 -13 17 16 -14 -15 19 21 -21 -19 -23 25 -25 -24 27 -27 29 -17
right_child=1 -3 -4 4 5 6 7 -9 9 10 11 12 15 14 -16 28 -18 18 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00095638905708543391 0.00076018871247982337 -0.0010018139422818771 -0.00071987217225258121 0.00082958914039844476 -0.0011461818230889295 -0.0009338697573208042 -0.00077636153442585659 0.00097891123699410864 -0.00066839722481568543 -0.00067341075756554463 -0.00070907542620210343 -0.00088063537215710293 -0.00093057307032769145 0.00089578998073929774 -0.00082896739886562684 -0.00011261282280538247 0.0008411566818403418 0.00089110046936199819 -0.00050495441133747055 0.0011914102251416399 -9.0905080463729346e-05 -0.0007247550293480832 0.00024798163683312517 0.0010146943521319829 1.085871823618649e-05 2.2737839890656053e-05 0.00053476734019119586 -0.0011411984339804255 0.0013198958975429405 0.00088785414973152036
leaf_weight=0.0012864009478342755 0.0017482278603986314 0.0010847278918668648 0.0016818488822623037 0.0012257661772263609 0.0012098718325077576 0.0011564339447626129 0.0013978186986307586 0.0011122920001138672 0.0017147895091547119 0.0016477763895679223 0.0010805152994066694 0.0012197332531549412 0.0011408165946313886 0.0013280310329175501 0.0012622137303059935 0.001055594544475901 0.0010885141484765493 0.0011030496183223994 0.0015619564660866994 0.0017370797332532106 0.0010268276708709214 0.0012445106734730723 0.0031776414354194185 0.0021511846892324276 0.0020282407681153636 0.0019542620515421308 0.0010560120368832138 0.0021554149510278463 0.0010754799765599898 0.0022103799298451854
leaf_count=181 106 277 228 45 188 475 292 99 63 75 57 40 30 15 88 156 123 31 85 21 75 33 72 49 23 532 52 250 10 139
internal_value=0 -1.8809e-05 5.67406e-06 3.48178e-05 3.21147e-06 -2.28306e-05 1.32329e-05 4.32153e-05 1.38299e-05 4.62974e-05 8.4234e-05 0.000124956 0.000155425 6.43243e-05 0.000117229 0.000474394 -6.54915e-05 0.000175419 0.000125582 0.000181432 0.000715013 8.22564e-05 1.74509e-05 9.12112e-05 0.000527541 -0.00012736 -0.000358248 -0.000587715 0.000751624 0.000564494
internal_weight=0 0.044637 0.0435523 0.0418704 0.0401222 0.0388964 0.0376866 0.0365301 0.0354178 0.03402 0.0323052 0.0306575 0.0295769 0.0230062 0.0217864 0.00657079 0.00222933 0.0205242 0.0191962 0.0176342 0.00276391 0.0148703 0.0137673 0.0125228 0.00417943 0.00834333 0.00516569 0.00410968 0.00434145 0.00326597
internal_count=3910 3729 3452 3224 3118 3073 2885 2410 2311 2019 1956 1881 1824 1366 1326 458 153 1238 1223 1138 96 1042 1011 978 72 906 834 782 305 295
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=146 147 1213 484 52 0 159 133 42 48 0 43 14 160 42 2 1 457 457 47 4 43 3 0 2 9 52 51 4 0
split_gain=0.000970795 0.00102886 0.000669099 0.000706984 0.00064487 0.00063581 0.000880066 0.00083338 0.000920128 0.000669145 0.00061713 0.000849787 0.000584291 0.000558646 0.000550203 0.000538013 0.000504711 0.00063218 0.000627568 0.000493396 0.000632542 0.000441467 0.000415261 0.000395763 0.000652089 0.000339752 0.00033752 0.000312376 0.000223371 0.000190115
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.0043499999999999988 -0.42985499999999993 -0.074904999999999985 -0.034019999999999988 0.10681500000000001 -0.099059999999999981 0.12862000000000004 -0.10575999999999998 -0.089949999999999988 -0.22654999999999997 0.0034400000000000008 0.085330000000000003 0.11203000000000002 1.0000000180025095e-35 -0.0034949999999999994 0.41137000000000007 0.09585500000000001 -0.015104999999999999 -0.083899999999999988 0.11476000000000001 0.047345000000000005 0.11085000000000002 1.0000000180025095e-35 0.090640000000000012 -0.079404999999999989 0.050655000000000006 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 -5 9 -7 8 -8 10 12 -12 -6 23 21 -4 22 -18 19 20 -19 -13 -14 27 26 -3 -25 -10 -23 -21
right_child=-2 25 3 4 5 6 7 -9 13 -11 11 14 16 -15 -16 -17 17 18 -20 29 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090240486251202587 -0.0014001671193387994 0.00044473946405308604 -0.0011725906216388919 -0.00092983587160557521 -0.0006333796929890702 -0.00078176831725775876 -0.0003981979960116225 -0.00062200139734567433 0.00053840422902880713 -0.0010479896855232909 -0.0013588824814059677 0.00098741580814461541 -0.00096420726329009125 -4.6753787614662052e-05 -0.00084137656683084768 4.3052257800379575e-05 -0.00043906183391802982 0.00013996044716573828 -0.00046828809506824692 0.00062832828207718284 0.0012482084324140306 -0.00052852429731138661 0.00029760963501728409 0.00070552188166181265 0.001277152868863503 0.0014571624589968498 -0.00026863619410266536 0.0013093308497256055 0.00034347864036555554 -0.00018650145136024342
leaf_weight=0.0018676417450766971 0.0010659621520971987 0.0018143435176112268 0.0018794945382027408 0.0014085056022870015 0.0017978547102863738 0.0014941261086685023 0.0020573252198445866 0.0015573800651260692 0.0016089560613696827 0.0014379389446261817 0.0014914059196660103 0.0010689911583683367 0.0011919054486615394 0.0019942938740982194 0.0015262465387437807 0.0013122786966058841 0.00166987834431609 0.0015280470181728879 0.001150618924327774 0.0010352602846381842 0.0038405616396459639 0.0013655403473918403 0.0010336751620343421 0.0012434250277166825 0.0015120035432545365 0.0011491500588789449 0.0019214847154387371 0.0036381622947074836 0.0011474438776022389 0.0014718367809791744
leaf_count=590 11 130 494 294 40 70 33 148 61 42 236 56 90 83 393 74 48 64 20 32 147 363 8 56 20 18 35 182 54 18
internal_value=0 5.14606e-06 -4.81737e-05 -1.22288e-05 3.89536e-05 7.32521e-05 0.000286175 0.000388901 0.000501551 -8.60591e-05 -2.1179e-05 -0.000391364 0.000144795 0.000656865 -0.000108885 -0.000672786 0.000253066 0.000384405 0.000536747 0.00068358 0.000932772 0.000203223 -0.000378154 0.000798261 0.000490097 0.000837325 0.00011409 0.00107294 -0.000130362 0.000149968
internal_weight=0 0.0492158 0.0462523 0.0443846 0.0411929 0.0397844 0.0170272 0.015533 0.0139757 0.0227572 0.0213193 0.00659963 0.0147196 0.0119183 0.00510822 0.00319177 0.0129218 0.0106962 0.00902632 0.00787571 0.00536861 0.00358198 0.00222558 0.00992403 0.00467691 0.00296349 0.00316491 0.00524712 0.00251298 0.0025071
internal_count=3910 3899 3751 3161 2593 2299 688 618 470 1611 1569 1102 467 437 866 568 427 329 281 261 211 473 98 354 111 148 91 243 417 50
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=156 158 151 146 147 1213 1374 133 52 159 1 0 52 133 0 13 40 42 3 52 148 2 48 52 42 14 12 52 13 2
split_gain=0.0012536 0.00105725 0.000999208 0.000985313 0.00116194 0.000924445 0.000767444 0.000797229 0.000882313 0.000844089 0.0011567 0.00119434 0.00113899 0.00118417 0.00126393 0.00081066 0.000978742 0.00112431 0.000907436 0.00115348 0.00073312 0.000951619 0.000911784 0.000708196 0.000681938 0.000600153 0.000578451 0.000791472 0.000578379 0.000480228
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.52174999999999983 0.10949000000000002 0.088565000000000019 -1.0000000180025095e-35 -0.094679999999999986 -0.26719999999999994 -0.42985499999999993 -0.25044499999999997 0.11368000000000002 -0.23029999999999998 0.11401500000000002 0.10681500000000001 -0.076099999999999987 -1.0000000180025095e-35 0.057150000000000006 -0.10770999999999999 -0.10315499999999998 0.12375500000000002 -1.0000000180025095e-35 0.099675000000000014 0.08980500000000001 -0.092084999999999986 -0.090359999999999982 -0.13131999999999996 0.092150000000000024 -0.08799499999999999 -1.0000000180025095e-35 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 29 -8 -9 -10 11 -11 13 14 20 -12 17 -17 -19 -20 -13 22 23 -22 -16 -23 27 -26 -14 -7
right_child=1 -3 3 -5 -6 6 7 8 9 10 15 12 28 -15 24 16 -18 18 19 -21 21 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0013196323510697714 -0.0012411199480796124 -0.001229310030210103 -0.00083114111383761899 -0.0012218912727871292 0.00081940684435257826 -0.0013197233612370889 -0.0009249503620868205 -0.0011006712497392825 -0.00082668497366780551 0.00075763063232534163 0.0010216634017704762 -0.0011866474668524188 -0.0012230631347224061 -0.0011162928255153159 -0.0005091820429444007 -0.0012535056707384197 0.0013200677111576632 0.0012817153816026136 -0.0009718284896310616 0.00084320286516863718 -0.001021418841012034 -0.00030490479594652532 -0.0012658014809071752 5.096000796097697e-05 -0.00045686148868831765 0.00087897994683597757 0.00097858510879986834 0.00058887141064643172 -6.0638919590947421e-05 -8.3879367950310399e-05
leaf_weight=0.0012776694137137659 0.0010635329260395556 0.0011914214255086533 0.0021082019742985616 0.0010419493273730032 0.0034130247746357858 0.0010983749307769122 0.0012996011033423174 0.0010050406762149846 0.0014945273665696304 0.0038936345072073586 0.0041680552521268233 0.001051703697427798 0.0019185567080843846 0.0013995845535883502 0.0011515016642977818 0.0010018495420496265 0.0012024091524835967 0.0011705743903211996 0.0013152200830335303 0.0011364945289855655 0.001244393672261368 0.0010483989826752804 0.0013354702182173392 0.0077528893941194339 0.0016721803779269359 0.0025813291529441776 0.0037213132681745975 0.0051153420042808961 0.0012187681380177997 0.0010915908671549346
leaf_count=197 63 161 556 9 153 33 201 224 170 55 271 39 178 299 30 13 7 32 55 22 94 7 102 533 72 105 64 101 49 15
internal_value=0 1.29726e-06 2.6268e-05 4.96481e-05 7.30518e-05 2.51669e-05 6.05029e-05 9.47289e-05 0.000122569 0.000148955 0.000181286 6.85276e-05 -1.74382e-05 6.68284e-05 0.000128906 0.000577337 0.000259486 -1.62957e-05 0.000325891 -0.000130469 -0.000124224 -4.41988e-05 -0.000248375 -9.73583e-05 0.000454843 0.00053703 0.000560476 0.000331244 -0.000771492 -0.000703716
internal_weight=0 0.0599069 0.0587155 0.057652 0.05661 0.053197 0.0510888 0.0488988 0.0475992 0.0465942 0.0450997 0.0351051 0.0312114 0.0280741 0.0266745 0.0099946 0.00582655 0.00462414 0.00362229 0.00245171 0.0150142 0.0139625 0.0103328 0.00899728 0.0116603 0.00362973 0.0105088 0.00678752 0.00313732 0.00218997
internal_count=3910 3713 3552 3489 3480 3327 2771 2723 2522 2298 2128 1728 1673 1446 1147 400 129 122 109 77 880 841 729 627 267 112 237 173 227 48
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=156 151 1348 133 1 133 159 484 447 156 4 483 2 0 43 42 49 3 3 12 1374 0 0 49 159 12 2 46 39 13
split_gain=0.00113877 0.000962729 0.000965399 0.000781904 0.000806202 0.000925587 0.00083927 0.000875058 0.000730467 0.000775251 0.000738167 0.000922424 0.000583865 0.000740024 0.00090696 0.000564641 0.000686825 0.000869913 0.0007945 0.000750449 0.000685061 0.00101116 0.000856101 0.000808795 0.000739688 0.000634443 0.000465145 0.000463867 0.000635578 0.000719262
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -0.26719999999999994 0.10113500000000002 0.10681500000000001 -0.034019999999999988 -0.0043499999999999988 0.083310000000000009 0.11896500000000002 0.50657000000000008 0.097095000000000015 -0.13811499999999996 -0.017269999999999997 -0.24333999999999997 -0.094739999999999977 -0.085174999999999987 0.10420500000000001 -0.100615 0.096210000000000004 -0.049459999999999997 -0.23029999999999998 -0.072864999999999985 -0.080034999999999981 0.092630000000000018 0.085775000000000004 0.10113500000000002 0.092020000000000005 0.005105000000000001 -0.094129999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 14 -14 -9 18 19 -17 20 -18 -22 23 -23 26 -25 -24 28 29 -16
right_child=1 2 -4 4 8 -7 7 15 -10 -11 -12 -13 13 -15 27 16 17 -19 -20 -21 21 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015158387958855814 -0.001389595805060855 -0.0011333834834499166 0.0014492916469866629 -0.0011744805728239741 -0.00042926774563585666 -0.001210102971461677 -0.0013314767035688901 -0.00089647717641450683 -0.00098839482466292136 -0.00090079721890298022 0.0015158483329165092 -0.00095514241547103407 -0.0004818152487433172 0.0013641518899420669 0.0012508370279822613 0.00050145272582102134 -0.0010056337266970252 0.0010123712878503542 -0.00090578993753564357 -0.0011763093597608129 0.001364314863256669 0.0010124475566025974 0.0010055080076766098 -0.00017415466195980748 -0.00062185349332610773 -0.0013489811126399178 -6.324130568381222e-05 -0.00032216432692273655 0.0012858294484231569 0.00017126418313347737
leaf_weight=0.0011562785396547195 0.0011176911596635355 0.001356273249747574 0.0010815353851487677 0.0014823692945393754 0.0017855209611043988 0.001708522012939139 0.0010971278719371638 0.0013765474146665282 0.0010432868889029825 0.0011495917828199245 0.0012319467535157882 0.001246908587269501 0.0024148176390781347 0.001932697578237893 0.0018571684005115304 0.0013530197625186702 0.0010764393482389769 0.0027124574817776184 0.002891754196797435 0.0010108262617820598 0.0016606776653134035 0.0011106311064850169 0.0041580978318656254 0.0062213146199014855 0.0010577112919065712 0.001272018263243524 0.0012072412658099552 0.0012837629581667889 0.0026441635993597066 0.0059942838587581119
leaf_count=197 65 231 42 253 43 466 273 169 43 67 189 32 25 74 77 15 36 38 98 129 16 28 62 337 37 524 36 24 110 174
internal_value=0 3.42959e-06 3.10263e-05 3.30709e-06 3.18665e-05 -0.000125238 -6.28054e-05 -4.38096e-06 0.000250275 0.000310268 0.000378543 0.000305415 0.000393164 0.000484221 0.000364409 4.93284e-05 9.99244e-05 0.000209989 -0.000457232 9.40672e-05 0.000166355 0.000241954 0.000117919 -0.000194671 0.000536647 -0.000373585 0.000765031 0.000537888 0.000643084 0.000426624
internal_weight=0 0.0575364 0.0564187 0.0553372 0.0539809 0.0313968 0.0296882 0.0282059 0.0225841 0.0215409 0.0203913 0.0191593 0.0179124 0.0161269 0.0141942 0.0271087 0.0257322 0.0214874 0.00424477 0.018775 0.0177641 0.0166877 0.015027 0.00860396 0.00642305 0.00749333 0.00536534 0.0117794 0.0104956 0.00785145
internal_count=3910 3713 3648 3606 3375 2517 2051 1798 858 815 748 559 527 484 410 1525 1356 1243 113 1205 1076 1040 1024 889 135 861 98 385 361 251
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=156 158 1213 1429 151 4 480 1374 49 1374 38 133 482 457 52 15 133 13 1 2 43 49 48 48 3 1 474 151 9 150
split_gain=0.00114962 0.000983241 0.000876669 0.000840255 0.000867505 0.00119229 0.000875288 0.000888025 0.000929262 0.000654535 0.000712964 0.000841581 0.000994297 0.000749571 0.000806623 0.00160287 0.000787324 0.0007514 0.0006494 0.000703164 0.000940243 0.00070244 0.000678989 0.000555829 0.000496178 0.000645913 0.000484088 0.000495278 0.000608751 0.000443033
threshold=-1.0000000180025095e-35 0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.086230000000000015 0.089520000000000016 0.10960000000000002 -0.094679999999999986 1.0000000180025095e-35 0.10681500000000001 0.082110000000000016 0.088055000000000008 0.11588000000000002 -0.03231499999999999 -0.10260499999999999 -0.0049299999999999995 0.12446500000000001 0.096750000000000017 -0.083899999999999988 -0.006494999999999999 0.085845000000000019 0.092930000000000013 -0.096724999999999992 0.09692000000000002 0.085020000000000012 0.13340000000000005 0.082325000000000023 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 11 12 13 14 16 -16 -11 18 19 20 -18 -21 24 -6 -22 -26 27 28 -19 -15
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 -14 29 15 -17 17 26 -20 21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013729372246313889 -0.00085529851024378168 -0.0012665612338258385 -0.00095963023324693332 -0.00091640324523968055 -0.001250454927449615 0.0013729612786244543 -0.0010966680569467224 -0.0010420729090742415 0.00087566256900680135 -0.00078032602416611976 -0.00055177738404250303 -0.0008943463693884214 -0.0010877652302982322 0.00026943306896527779 0.00048168671966343707 -0.0013730184119983503 0.00082404500179349453 5.0589589375424475e-05 0.0013733587690421924 3.1243973313157426e-05 0.00099105339228911394 0.0011394243941336289 -0.00086974645001401782 9.1181934347580974e-05 -0.00088528186967231292 0.0006169544321827416 0.00094790727757909448 0.00094803319489792628 -0.00097285267829083264 0.0013567036389115588
leaf_weight=0.0011723144522302045 0.0020531032560471832 0.0011322327531602108 0.0014865156424468387 0.0015765375933547423 0.001233102775703542 0.0013872053629961903 0.0011585919627922206 0.00122834158632834 0.0030322392119772603 0.0013033252681460819 0.0027130491706159878 0.0013392500608833116 0.0010771737303127962 0.0011867890596377597 0.0017867733548175835 0.0017271179449789278 0.0026630518132781953 0.011938441070310838 0.0015535910770916326 0.0015149335162760735 0.001002033486919616 0.0037383210281731749 0.0017678453591671861 0.0011022400439912872 0.0011447596035998406 0.0010202049140843883 0.0011678653246178792 0.0010238246073868149 0.0012060414710504128 0.0017447832011008302
leaf_count=197 558 161 148 83 42 200 173 64 148 227 63 334 117 60 91 114 185 317 56 46 26 74 48 10 220 18 34 10 34 52
internal_value=0 2.40253e-07 2.54581e-05 5.84415e-05 8.68152e-05 0.000117371 8.27945e-05 0.000110561 0.000140065 9.04483e-05 0.000129226 0.000175524 0.000212676 0.000250041 0.000193501 -0.000429922 0.000264067 0.000309835 0.000534994 0.000433644 0.000166619 0.000819847 -0.000188157 -0.000617226 0.000192313 -0.000177377 9.83497e-05 2.83224e-05 -4.3314e-05 0.000916544
internal_weight=0 0.0580093 0.0568771 0.0548239 0.0533374 0.0517609 0.0503737 0.0492151 0.0479868 0.0449545 0.0426192 0.0399061 0.0385669 0.0374897 0.0345581 0.00351389 0.0310442 0.0297409 0.0144047 0.0128511 0.0075979 0.00525325 0.00493484 0.00233534 0.003167 0.00216496 0.0153362 0.0141683 0.0131445 0.00293157
internal_count=3910 3713 3552 2994 2846 2763 2563 2390 2326 2178 2126 2063 1729 1612 1500 205 1295 1068 673 617 497 120 312 52 264 238 395 361 351 112
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=156 151 4 481 1348 403 484 123 123 484 403 1374 1 14 47 13 42 156 1 49 52 151 49 34 16 4 0 160 13 48
split_gain=0.00115618 0.00115053 0.00116744 0.00109815 0.000969101 0.000903472 0.000953842 0.000932897 0.000989516 0.00118886 0.000960761 0.00103464 0.000967273 0.00133502 0.00136837 0.000981706 0.00100981 0.00100676 0.00118145 0.00101972 0.00108763 0.000986464 0.000915173 0.000903935 0.000789671 0.000991493 0.000848051 0.000778042 0.000716928 0.000703099
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.51390500000000017 1.0000000180025095e-35 0.090050000000000005 0.096520000000000009 0.11146500000000001 0.13456000000000004 0.088610000000000008 -0.0043499999999999988 -0.088854999999999976 -0.094679999999999986 0.13662500000000002 0.077685000000000018 0.13177500000000003 -0.5337599999999999 -0.10770999999999999 0.11896500000000002 0.11368000000000002 -0.084934999999999997 -0.048794999999999991 0.079335000000000017 0.084840000000000013 -0.0011599999999999998 -0.004514999999999999 -0.51381999999999983 0.12007500000000002 -1.0000000180025095e-35 -0.083924999999999986 0.092930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -11 29 13 14 15 -13 -17 18 19 21 22 -18 -21 -22 26 -26 27 -25 -29 -12
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 17 -19 -20 20 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0013729359694600505 -0.0013057398729388065 -0.00079665424999652841 0.0013730520818414976 -0.0013729939000266091 0.0013045878739791385 -0.001070206604815498 -0.0013129032699565934 -0.0011750161142222177 0.00096505528733505477 -0.00090184924765121825 -0.001372836136770752 -0.00092721191976355237 0.00081299638647331089 -0.0011581207005250584 -0.0013731254443173297 -0.0007912762591679725 -0.00070309332376354658 -0.00085465404599746045 0.00097787539752950867 0.00092619915737045114 -0.00087148972616539271 0.0005363996807362186 -0.00046783882816503724 -0.00070285688080469976 -0.00024064415016370616 0.0010356955230683427 -0.0011389304447117796 0.00075359940514103626 -3.4924831119435528e-05 7.7444518802746015e-05
leaf_weight=0.0011998391248941856 0.00127267057471414 0.003121824482272161 0.0011669793405135733 0.0010990770737830937 0.0010732761875420485 0.0014819686714898075 0.0010025770204378217 0.0011720550572960056 0.002200516189964973 0.0018296379245290586 0.0014423629540658558 0.0014467068440353606 0.0038843745853061043 0.0015381553005511242 0.0010920139179404478 0.0017650163078515293 0.0038141045494484152 0.0014414395795139248 0.0044534322039826426 0.0071435157032837537 0.0014964206302323637 0.0017725931753105328 0.0010135085737896787 0.0016768849899677632 0.0016156273449610126 0.0039558429721129511 0.0010520482355786944 0.0039301251650556415 0.0048612845356846698 0.001118689941350226
leaf_count=197 65 486 138 92 42 271 108 19 118 456 36 12 92 73 24 122 91 101 111 222 48 47 110 177 14 82 7 137 402 10
internal_value=0 -1.30742e-05 1.23679e-05 -1.26402e-05 1.13218e-05 -1.1313e-05 1.49107e-05 3.75361e-05 6.2181e-05 2.63608e-05 7.5446e-05 0.000110844 0.00015625 9.83622e-05 0.000143804 0.000183779 0.000223969 0.000270845 0.000314948 0.000223636 0.000335067 -0.000309817 0.00075299 0.00015167 0.00024125 0.00066558 3.60354e-05 0.000154118 0.000317578 -0.000739341
internal_weight=0 0.0659347 0.0646621 0.0634951 0.062396 0.0613227 0.0598408 0.0588382 0.0576661 0.0554656 0.0523438 0.0505141 0.0479531 0.0440687 0.0425306 0.0414386 0.0399918 0.0382268 0.0367854 0.032332 0.0267453 0.0055867 0.00815702 0.0185882 0.0170918 0.00557147 0.0115203 0.0104683 0.00879141 0.00256105
internal_count=3910 3713 3648 3510 3418 3376 3105 2997 2978 2860 2374 1918 1872 1780 1707 1683 1671 1549 1448 1337 1199 138 332 867 819 96 723 716 539 46
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=1429 403 403 481 151 1374 4 1374 49 52 13 43 52 4 38 0 16 13 1 13 0 48 48 0 49 49 3 43 0 3
split_gain=0.000716252 0.000588049 0.000599378 0.000620856 0.000579644 0.000576716 0.000521411 0.000633389 0.000505996 0.00059004 0.00100601 0.000819412 0.000709971 0.00087494 0.000489749 0.000412991 0.000396853 0.000395406 0.000513532 0.000431322 0.000388408 0.000399382 0.000356917 0.000303722 0.000352473 0.000655187 0.000562469 0.000987942 0.000404005 0.000446076
threshold=-1.0000000180025095e-35 -0.092224999999999988 0.096520000000000009 1.0000000180025095e-35 -0.40391999999999995 -0.094679999999999986 0.50541500000000006 0.087785000000000016 0.10960000000000002 0.11401500000000002 0.0024700000000000004 0.24789500000000006 0.10062000000000001 -0.49837999999999999 0.084445000000000006 -0.23029999999999998 -0.14118999999999995 -0.090744999999999978 0.11368000000000002 -0.13934999999999997 -0.15517999999999996 0.099240000000000009 0.082070000000000018 -0.13506999999999997 -0.029304999999999998 -0.084934999999999997 -0.075679999999999983 -0.083899999999999988 -0.079019999999999993 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 12 13 -7 15 -15 -11 18 19 22 -19 23 -17 -22 25 -25 27 -26 -28 -30
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 20 -20 -21 21 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.0010122897113517626 -0.001003527775168381 -0.00082216456442241203 -0.00096346053623590981 -0.00097249582013041831 -0.0006494264511185036 -0.0010260245442093125 0.00094651613450240824 -0.0009149426776195853 0.00074127149363496076 -0.00034113703369937384 0.00059215504604859769 -0.00087305679797002945 0.0010277287623558526 0.0007425317970930946 -0.00057430775517231707 0.00033778528965874822 -0.0013460925589410856 -0.00059187256624292409 0.0013460355678791927 0.00082602224324026532 0.00075865611583556631 0.00091391874542077502 -0.00062153270455788095 -0.00014169022804542974 9.0763299136686828e-05 0.0009945714232926135 -0.00027045697660698102 -0.0010965811292571734 0.00097816273279419108 -0.00013507882828873443
leaf_weight=0.001293561895020944 0.0010280134968823065 0.0012666447001983263 0.0010828207240884393 0.001050108909706359 0.0017723616969682601 0.0010971003325650373 0.0013851656547211313 0.0010702108968816395 0.0023398649946193553 0.0014621827319327707 0.0013167642482458941 0.0013355114938118353 0.00178457681002575 0.0026790759554220353 0.0014027159309542006 0.0019605047134803044 0.0013871939379997969 0.0014265863189484159 0.0010343863419031152 0.0017899160178669249 0.0011094765339496439 0.0011260845773577435 0.001094983310480302 0.0020052115475248655 0.0030086227991803476 0.0016975829659751094 0.0017338511632433162 0.0021961759354893074 0.0017265939973750352 0.0010477337614815951
leaf_count=181 463 83 295 97 55 92 193 80 168 63 51 139 64 62 47 47 246 52 63 119 61 78 27 63 221 88 66 558 69 19
internal_value=0 3.10399e-06 2.59026e-05 5.00816e-05 7.49057e-05 0.000101966 0.000135079 0.000106135 0.000135073 9.50301e-05 -0.000380776 0.000158449 0.00020449 0.000152276 0.000200084 0.000242455 -0.000830391 0.000184098 0.000485135 0.000301352 8.04531e-05 0.000141734 -6.00175e-06 8.18697e-05 2.58999e-05 0.00037924 -0.000108801 -0.000410239 0.000239217 0.000557743
internal_weight=0 0.046418 0.04539 0.0443072 0.0432571 0.0419904 0.0402181 0.0388329 0.0377627 0.0354228 0.00416614 0.0312567 0.0299212 0.0281366 0.0270395 0.0256368 0.00284938 0.0229577 0.00587979 0.0048454 0.0170779 0.0156513 0.00305549 0.0145252 0.0134158 0.00370279 0.00971298 0.0052048 0.00450818 0.00277433
internal_count=3910 3729 3266 2971 2874 2791 2736 2543 2463 2295 360 1935 1796 1732 1640 1593 309 1531 256 193 1275 1223 74 1145 1084 151 933 779 154 88
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=20
num_cat=0
split_feature=31 1374 150 484 3 15 1 42 49 151 474 15 16 43 48 13 0 43 43
split_gain=0.000302658 0.000213413 0.000287408 0.000298079 0.000292301 0.000328124 0.000267555 0.000267815 0.000268846 0.000251566 0.000238946 0.000264302 0.000591719 0.000285674 0.000214859 0.000200522 0.000156883 0.000155835 0.000185106
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 0.096385000000000012 -0.03231499999999999 0.12864500000000004 0.09901500000000002 -0.006494999999999999 -0.080574999999999994 0.084835000000000008 -0.07142999999999998 -0.12467499999999999 -0.054854999999999994 0.016865000000000002 0.0099250000000000015 -0.053834999999999994 0.0050750000000000005 -0.07526999999999999
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 9 7 8 -5 -4 11 12 13 -10 15 17 -8 18 -13
right_child=1 2 4 6 -6 -7 16 -9 10 -11 -12 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0028870277521783052 -0.00258747746777125 -0.0026742243333789228 0.0028020882646322995 -0.0022979074528260706 0.0036648617077432149 -0.002078536995035846 0.0026241215384286056 -0.0028088739533039422 0.0026550397716484596 -0.00051099205036291148 0.0021800391025442031 0.0016688011160212778 -0.0036616182725070193 -0.0010535162896789644 0.0028063427393697962 -0.0015270508986066746 8.610031507607182e-05 0.0019678403362331748 -0.0012076833297532275
leaf_weight=0.001054223188533209 0.0010588455527669174 0.0015522950462076015 0.0017055169867425946 0.0016952716553275691 0.0011015290751017481 0.0011440446956214592 0.0015277170967671339 0.001333766285459447 0.0010561944650245847 0.001205306385737126 0.0014455049268975459 0.0011074592115429809 0.0018686702226339801 0.0016244546343893163 0.0010156415504543048 0.0017786795522261034 0.0014751030901194442 0.0017593963942535013 0.0018259653448141119
leaf_count=113 67 577 135 162 88 116 118 345 85 77 173 202 334 113 41 256 101 194 613
internal_value=0 -0.000144195 -4.55371e-05 -0.000333057 0.00112911 0.000440253 -0.000146821 -0.000424017 -0.000214438 0.00143022 4.75454e-05 -0.000208554 -0.00126382 0.000407681 0.000432643 6.01125e-05 0.00137735 0.000661681 -0.000121721
internal_weight=0 0.0272814 0.0262225 0.0210661 0.0051564 0.00405487 0.0195138 0.016511 0.0151772 0.00291082 0.013482 0.0120365 0.00454932 0.00268065 0.00748714 0.0064715 0.00300282 0.00469282 0.00293342
internal_count=3910 3797 3730 3314 416 328 2737 2518 2173 212 2011 1838 532 198 1306 1265 219 1009 815
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=23
num_cat=0
split_feature=51 124 4 123 50 48 15 158 160 159 156 34 15 1 49 151 16 12 4 16 1 2
split_gain=0.000263468 0.000319846 0.000248124 0.000234093 0.000232978 0.000297902 0.000321658 0.00024535 0.000200885 0.000253766 0.000225344 0.00026162 0.000284309 0.000233114 0.000306695 0.000225372 0.00013531 0.000173105 0.000140574 8.51536e-05 7.91907e-05 3.19958e-05
threshold=-0.40274499999999996 0.11158000000000001 -0.49837999999999999 0.085195000000000007 0.11644500000000001 0.12675000000000003 -0.24219999999999997 0.084965000000000027 -0.092169999999999988 0.088320000000000023 0.084330000000000016 -0.0011599999999999998 -0.11739999999999999 0.10786000000000001 -0.085974999999999982 -0.076429999999999984 -0.094359999999999986 0.078515000000000015 -0.0025899999999999994 0.13514000000000004 0.11287500000000002 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 20 8 -8 10 11 -10 -13 14 -14 -16 18 21 -17 -19 -4 -18
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 15 16 17 19 -20 -21 -22 -23
leaf_value=-0.0023317221116711914 -0.001774881063028641 0.0025424650780647021 0.00085699618942076266 0.0019333659785479753 -0.0021321740362813674 -0.0022304341449677048 -0.0018101898491734584 -0.0021943337513018048 -0.0019624074883569128 0.0023149171249666448 -0.0020219897189790777 -0.0016199573268110817 -0.0016561856112515246 0.0021949452762032883 0.0026411802289891058 0.00067788888956372246 0.0024722697954223209 -0.0010490938163313357 -0.0017273523642506441 0.00086174460473754434 0.0026114099476217951 0.001299130612970436
leaf_weight=0.0010683503550809039 0.0017274452853259783 0.0011229356427889794 0.0010129592179630642 0.0014442244792099981 0.0011286741072042685 0.0011866876425816733 0.001111632919784721 0.0010797180988504065 0.0010898948513360382 0.0012577486851874644 0.0010458714533296562 0.0013163926717316915 0.0013918982763958549 0.0019510187667384224 0.0012062997584516592 0.0010696332565977018 0.0010198091203364049 0.0010061913569069936 0.0011129232204196097 0.0010911818067363965 0.0013434084158200355 0.0010687112296530188
leaf_count=145 175 34 36 225 254 73 290 261 73 140 274 152 71 86 124 112 29 996 86 89 145 40
internal_value=0 6.75149e-05 -4.07843e-05 8.43701e-05 -3.43621e-05 7.64772e-05 0.000212167 -5.37403e-06 0.000135819 0.000274244 9.56299e-05 0.000261854 0.000460006 0.000710797 0.000387867 0.000763472 0.0004078 0.000906466 -0.000548585 -5.49588e-05 0.00185722 0.00187197
internal_weight=0 0.0267853 0.0256623 0.0239349 0.0224907 0.021362 0.0201753 0.0178189 0.0167392 0.0156276 0.0143698 0.013324 0.0122341 0.0109177 0.00896665 0.00757475 0.00636845 0.00418589 0.00218256 0.00209737 0.00235637 0.00208852
internal_count=3910 3765 3731 3556 3331 3077 3004 2823 2562 2272 2132 1858 1785 1633 1547 1476 1352 1154 198 1085 181 69
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=24
num_cat=0
split_feature=31 133 3 0 50 160 48 2 457 41 0 0 15 2 3 43 42 3 4 13 16 16 1
split_gain=0.000258492 0.000202648 0.000262537 0.000622987 0.000246198 0.000343653 0.000339867 0.000283511 0.000285873 0.00029857 0.000237299 0.000732927 0.000389139 0.000258452 0.000240925 0.000170702 0.000373627 0.000309713 0.000392829 0.000242848 0.000155463 0.000106102 7.63796e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.16699000000000003 -0.11756999999999999 0.086465000000000014 -1.0000000180025095e-35 0.12649500000000002 0.11542500000000001 -0.0015249999999999997 0.078535000000000008 -0.10575999999999998 -0.089879999999999974 -0.11739999999999999 0.079395000000000007 0.090325000000000003 -0.074254999999999988 -0.097204999999999986 -0.075679999999999983 -0.070414999999999991 0.10924000000000002 0.15100500000000003 -0.080074999999999993 0.10982000000000001
decision_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 4 -4 6 -6 7 8 -2 10 12 -12 -10 -14 -15 16 -13 18 -18 20 21 -17 -9
right_child=1 -3 3 -5 5 -7 -8 22 9 -11 11 15 13 14 -16 19 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0023809651067515378 -0.0024916651567677226 -0.0022210574903504584 -0.00099079052524309649 0.0042809545196767799 -0.0037100762614369035 0.00021306847510832956 -0.0026927690285263404 0.00090267744597308935 -0.001066067939342582 -0.002333708875830719 -0.0039879038269526558 -0.0017328341098297019 0.00380382021587023 -0.00012395801703772257 0.0025811511309352443 -0.0014632791853159534 0.002394412250046721 0.0037919521862038465 -0.0013138157711026944 0.001504018132363056 -0.0025812531108461 0.00068515799954930665 0.0027835814412106221
leaf_weight=0.0010065005773939309 0.0010726444304371965 0.0010248526505650382 0.0010612794499698097 0.0010331040873373656 0.0010494407336931466 0.0010363744181505477 0.0010562232999111734 0.0010136868942278712 0.0015119606994455914 0.0011178858900722224 0.0010640338331294246 0.0010056240331863808 0.0011012465586110942 0.0017276581214777931 0.0013854836920002001 0.0010360915833700288 0.0014700137634073851 0.0010633377767135209 0.001221501402138947 0.0011176703621345041 0.0011037343005774192 0.0011140059211284508 0.0010031156334170399
leaf_count=113 168 540 90 82 271 270 70 144 84 121 251 68 25 132 56 359 106 78 268 18 194 254 148
internal_value=0 -0.000114306 -2.91879e-05 0.00160962 -0.000176676 -0.00176079 -2.07148e-05 0.00011949 -7.18816e-05 8.04382e-05 0.000249932 -0.00019219 0.00103715 0.0017917 0.00107993 0.000250077 0.000883218 0.00158385 0.000711492 -0.000439401 -0.00110695 -0.000350134 0.0018382
internal_weight=0 0.026391 0.0253661 0.00209438 0.0232717 0.00208582 0.0211859 0.0201297 0.0181129 0.0170402 0.0159224 0.010196 0.00572635 0.00421439 0.00311314 0.00913198 0.00476048 0.00375485 0.00269152 0.0043715 0.00325383 0.0021501 0.0020168
internal_count=3910 3797 3257 172 3085 541 2544 2474 2182 2014 1893 1596 297 213 188 1345 520 452 374 825 807 613 292
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=21
num_cat=0
split_feature=51 39 52 124 39 13 43 160 151 49 457 160 4 2 2 3 13 1 43 16
split_gain=0.000234231 0.000301241 0.000234508 0.00015718 0.000230675 0.000195273 0.000229513 0.000213795 0.000170276 0.000239924 0.000263215 0.000285016 0.000218841 0.000167539 0.000508607 0.00027186 0.000264282 0.000311749 0.000186937 7.19929e-05
threshold=-0.40274499999999996 0.11742500000000002 -0.27466499999999994 -0.036134999999999994 0.085060000000000011 0.16421000000000002 -0.18906999999999999 -0.11175999999999998 -0.084129999999999996 0.093425000000000022 0.084715000000000013 0.086620000000000016 -1.0000000180025095e-35 0.11260500000000001 0.10393500000000001 0.086245000000000016 -0.083924999999999986 0.095575000000000007 -0.020804999999999997 -0.072359999999999994
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 -5 -8 12 10 11 13 -9 14 15 16 18 -18 -10 -15
right_child=1 -3 3 5 -6 -7 7 8 9 -11 -12 -13 -14 19 -16 -17 17 -19 -20 -21
leaf_value=-0.0020474912476572526 -0.0018659790980596511 0.0022371457437907845 -0.00022500807907155661 0.00204762497924732 0.00238147062170931 -0.0014158446612236345 -0.0018417647861799454 0.00034337819406290147 0.0022635694479268683 0.0020098924651861532 0.0015652806485816676 -0.0023488702954114339 -0.0023804863702583962 0.00031208670897509168 -0.0029555885648125473 0.0017089799982460034 -0.0021575216730827249 0.00039158648590531661 -0.00024367536821440485 0.0019086235139981328
leaf_weight=0.0010077799533696466 0.0012274071766789343 0.001120739392129976 0.0012536403595211345 0.0010167110898189327 0.0012472794637315432 0.0017968389293329104 0.0011456447942298767 0.0010635081658622036 0.0010072560272182951 0.0012857234426319345 0.0018668235511296602 0.0010100010515977651 0.0011099981756075286 0.0010174471067397328 0.0010980624203289491 0.001650856457879657 0.0019280766571840129 0.0016305381139947173 0.00119987303686497 0.0010639455018035546
leaf_count=145 349 78 93 61 203 153 427 181 149 167 91 176 73 96 61 75 856 115 274 87
internal_value=0 6.13851e-05 -3.76603e-05 5.8273e-05 0.00107492 -6.34305e-05 6.38352e-05 -4.77351e-05 7.36508e-05 0.00023879 6.97734e-05 -0.000170778 -0.00104769 3.68351e-05 -0.000229944 0.0001736 -0.000266012 -0.000989534 0.000900543 0.00112819
internal_weight=0 0.0257404 0.0246196 0.0233922 0.00250092 0.0208913 0.0190945 0.0180778 0.0169321 0.0147586 0.0134729 0.0116061 0.00217351 0.0105961 0.00851466 0.0074166 0.00576574 0.00355861 0.00220713 0.00208139
internal_count=3910 3765 3687 3338 296 3042 2889 2828 2401 2147 1980 1889 254 1713 1530 1469 1394 971 423 183
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=146 147 1429 4 480 403 11 3 15 2 13 403 1374 1374 376 52 1 16 47 49 1 4 3 2 1 52 3 12 3 16
split_gain=0.000937133 0.000772432 0.000700818 0.000622246 0.000828576 0.000664478 0.000687171 0.000664904 0.000604183 0.000702302 0.000732351 0.00050805 0.00047335 0.000453948 0.000478419 0.000615978 0.000676983 0.000652191 0.000510728 0.000700189 0.000733471 0.000616514 0.000564622 0.000485245 0.000260536 0.000258597 0.000273879 0.000406977 0.00047215 0.000304831
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.096520000000000009 0.088315000000000018 -0.12008499999999998 -0.016339999999999997 0.11085000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089520000000000016 -0.094679999999999986 0.11605500000000001 0.18936500000000003 0.12958500000000003 0.3935300000000001 0.081905000000000019 -0.084114999999999981 0.099595000000000017 0.05309500000000001 -0.084129999999999996 0.092175000000000021 0.11235500000000002 -0.11271999999999999 0.090325000000000003 0.085250000000000006 -0.015794999999999997 -0.10064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 10 -10 -9 13 -13 15 16 17 18 19 20 23 -20 -21 -15 -3 -24 27 28 -27 -28
right_child=-2 24 3 -5 -6 -7 -8 11 9 -11 -12 12 -14 14 -16 -17 -18 -19 21 22 -22 -23 25 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0011214541682531369 -0.0014535005618605764 0.00041740996197171191 0.0012935811893140794 0.0010669025968394305 -0.0012712792004583745 -0.0011651929960375259 -0.00091809907157212086 -0.00086989056364873089 0.00053451271717458687 0.0011121217348806309 -0.00095097695991827938 -0.00071932141163531717 -0.00098994549655688361 -0.0014158696297761704 -0.00080507797512596355 -0.00070465479834664767 0.00092075050756383668 -0.0010075290101281009 -0.0010973997712580587 -0.00044287751919451507 0.00074730395989861063 0.0001193199024192467 -7.2880063040955967e-05 -3.8081510618773545e-05 0.0014059774282760449 0.0012738888575716347 0.00027243420645797301 -0.00037491873790719928 0.00027170613829328262 0.0012363591382100478
leaf_weight=0.0013254965917734998 0.0010261878683195383 0.0014822378803103211 0.0017255923683121566 0.0012149191406001228 0.0012065786923285407 0.0010870089748299663 0.0016589141021903222 0.0015084057865027969 0.0016022497197658581 0.0014377979050266276 0.0014548274266346006 0.0015877167743756351 0.0010056437419052591 0.0012259101861573632 0.001239031478236007 0.0017651898718573636 0.0028192806405559203 0.0010979956599210796 0.0013886858121129322 0.001311493225699332 0.0010919105998947742 0.0030764043888744652 0.0011357974082817296 0.0011273716182316207 0.0010438602332634161 0.0017999121139622432 0.0010066952899538961 0.0010513333541026793 0.0027004658642493535 0.0029998772780999161
leaf_count=175 11 97 59 176 228 262 95 830 62 17 70 63 70 53 16 270 109 131 119 246 54 68 100 24 51 62 22 208 115 47
internal_value=0 1.09924e-05 -3.61658e-05 -2.17936e-06 -3.37722e-05 3.64492e-06 3.63751e-05 7.89857e-05 0.000531168 0.000238476 -0.000172415 -1.1928e-05 3.2045e-05 6.82018e-05 0.000114792 0.000159317 0.000223306 0.000129735 0.000192434 0.00032292 -0.000279425 -0.000259092 0.000495772 -0.000755822 0.000825916 0.000610886 0.000692137 0.00047417 0.000672526 0.000994162
internal_weight=0 0.0461786 0.0436525 0.042327 0.0411121 0.0399055 0.0388185 0.0371596 0.00622047 0.00449488 0.00305708 0.0309391 0.0294307 0.0284251 0.0268374 0.0255983 0.0238331 0.0210139 0.0199159 0.0154508 0.00344519 0.00446509 0.0120056 0.00235328 0.0025261 0.0106941 0.00955828 0.00555171 0.00450038 0.00400657
internal_count=3910 3899 3751 3576 3400 3172 2910 2815 208 149 132 2607 1777 1707 1644 1628 1358 1249 1118 931 131 187 800 77 148 554 454 385 177 69
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=20
num_cat=0
split_feature=14 484 3 132 0 41 1 2 2 13 2 13 12 0 1 1 52 47 0
split_gain=0.000183925 0.000173271 0.000200603 0.000251228 0.000350509 0.000590659 0.000208127 0.000411452 0.000621693 0.000325417 0.000395878 0.00025726 0.000193248 0.000524147 0.000246 0.00018711 0.000271699 0.000346991 0.000299587
threshold=0.077685000000000018 -0.08231999999999999 -0.12008499999999998 0.080815000000000012 0.12007500000000002 0.07677500000000001 0.087480000000000016 0.10393500000000001 0.097940000000000013 -0.084084999999999979 0.087005000000000013 -0.089899999999999994 -1.0000000180025095e-35 -0.053834999999999994 0.10113500000000002 0.12730000000000002 -0.07125999999999999 0.09252500000000001 -0.14534499999999997
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 -3 7 8 9 -4 -11 -8 14 15 -13 16 -14 18 -18
right_child=-2 2 6 -5 -6 -7 11 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=-0.0017594337376411128 -0.0018044385617036352 0.0030745488878207343 -0.003073991948921682 0.0028123670417310957 -0.0015102911090742084 -0.001155281009360449 0.0017338387791127655 -0.0029854907892146428 0.0024225644336307505 0.0014087150615143245 -0.0018638585147638792 -0.00064522517836674859 -0.0016502272815267043 -0.0033122117017097773 0.0022029623532298474 0.001675846859334626 0.0022486991631962519 -0.0017658890204095192 -0.00076110416633480527
leaf_weight=0.0010031225360939136 0.0011011813371285531 0.0015819460931894005 0.0011388040822543043 0.0010987717079267156 0.0012928626347523675 0.0011266536990035547 0.0019989626379337553 0.0012798472926050797 0.0013758753962616055 0.0014413312759449818 0.0015071979992450496 0.0010050670561838624 0.0018669236785562333 0.00103666459947571 0.0015163043054782777 0.0012221067719710987 0.0019107975997627608 0.0010660740319499151 0.001006304669397327
leaf_count=345 126 97 468 63 90 54 262 298 127 373 570 44 103 118 242 45 74 97 314
internal_value=0 5.91609e-05 0.000133705 0.000921471 0.000402245 0.00131513 -7.36947e-05 -0.000706991 -0.000173214 -0.001047 -0.000264124 0.000264438 -1.18749e-05 -0.000347533 0.00106762 8.70384e-05 -0.000244869 0.000413825 0.00121042
internal_weight=0 0.0254756 0.0244725 0.00510023 0.00400146 0.0027086 0.0193723 0.00674306 0.00546321 0.00408733 0.00294853 0.0126292 0.0106302 0.00810887 0.00252137 0.00707221 0.0058501 0.00398318 0.0029171
internal_count=3910 3784 3439 304 241 151 3135 1836 1538 1411 943 1299 1037 751 286 633 588 485 388
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=19
num_cat=0
split_feature=1456 14 403 151 42 43 4 160 14 42 47 16 16 15 2 0 3 3
split_gain=0.000154622 0.000151631 0.000137679 0.000150184 0.0002277 0.000316354 0.000240558 0.000358486 0.000243936 0.000212918 0.000210632 0.00023278 0.000424061 0.000181512 0.000161824 0.000154475 0.000146826 6.81077e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.084129999999999996 -0.10770999999999999 -0.083899999999999988 0.28937500000000005 -0.082384999999999986 -0.45687499999999998 0.086700000000000013 0.10783500000000001 0.15737500000000001 -0.03800499999999999 -0.10192499999999999 0.085005000000000011 -0.074249999999999997 -0.032959999999999996 0.096385000000000012
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 16 -5 9 7 -7 -8 15 11 12 13 -9 -15 -6 -4 -16
right_child=1 -3 3 4 5 6 8 10 -10 -11 -12 -13 -14 14 17 -17 -18 -19
leaf_value=-0.0017725956943416294 -0.0013190759456927846 -0.0016604698871522691 -0.0022118148243348984 -0.0013399743608480351 0.0013755816666360463 -0.0027250655171787513 -0.00026435658489603876 -0.0021345873939468429 0.0026623385748662082 0.00037745805807049731 0.0017967491118412548 -0.0015477335832973613 0.0021888913472177351 0.0014697742793257453 -0.0011173469383740184 0.0037732104371928799 -3.38276187105787e-06 0.00025420653676888388
leaf_weight=0.0010394120866226699 0.0013317823311518586 0.0010632935494722098 0.0010008491607608194 0.0015617858947369603 0.0011580094831913357 0.0010212880944597833 0.0010318799007613677 0.0010320445389151627 0.0015187541502993404 0.0016104361832824376 0.0014567655514685649 0.0019096696595029272 0.0018588344092438395 0.0012176759949258376 0.0017981691110812159 0.0011609944210952952 0.0018501797923140542 0.0013810400785096988
leaf_count=369 867 106 224 134 150 284 60 82 219 172 90 274 206 164 252 72 135 50
internal_value=0 5.58115e-05 0.000132167 0.000217806 0.000361889 0.000508287 0.000186049 -9.62613e-05 0.00147832 0.00167492 0.00015573 -0.000104188 0.000274075 -0.000381547 2.99302e-05 0.00257594 -0.000778649 -0.000521548
internal_weight=0 0.0249635 0.0239002 0.0225684 0.0197173 0.0181556 0.0142261 0.0116755 0.00255063 0.00392944 0.0106542 0.00919743 0.00728776 0.00542893 0.00439689 0.002319 0.00285103 0.00317921
internal_count=3910 3541 3435 2568 2209 2075 1681 1402 279 394 1118 1028 754 548 466 222 359 302
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=146 147 1213 52 52 43 1374 448 1 484 0 39 129 49 4 457 0 3 48 51 2 160 0 52 4 160 1 13 43 1
split_gain=0.000897918 0.000974505 0.000653335 0.000659391 0.00058789 0.000615894 0.0006011 0.00060545 0.000612776 0.000664064 0.000589574 0.000529664 0.000493078 0.000500723 0.000643781 0.000534075 0.000475583 0.000627198 0.000463475 0.000534188 0.000455103 0.000679103 0.000384639 0.000392451 0.000676713 0.000369478 0.000400787 0.000465937 0.000286959 0.000286284
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.42985499999999993 0.41469000000000006 0.24789500000000006 -0.094679999999999986 -1.0000000180025095e-35 0.10285500000000002 -0.0043499999999999988 -0.017269999999999997 0.11334500000000002 0.08326500000000002 -0.084934999999999997 -0.040469999999999999 0.082870000000000013 -0.070894999999999986 0.086245000000000016 0.11930500000000001 0.12900500000000004 0.11635500000000001 -0.078454999999999983 -0.032484999999999993 0.10701500000000001 -0.49837999999999999 -1.0000000180025095e-35 0.095575000000000007 -0.083924999999999986 -0.24333999999999997 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 9 -9 11 18 13 14 -11 16 17 25 20 -20 21 -10 -18 24 -24 -15 27 -27 -23 -3
right_child=-2 29 3 4 -6 -7 7 8 10 12 -12 -13 -14 15 -16 -17 22 -19 19 -21 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00089517304184984735 -0.0013717002054486446 0.00044224129714424309 -0.00097210898134806668 -0.00073363689722888881 -0.00075985295757171278 -0.0009064632481079034 -0.00076871251113598375 -0.00093827643539108748 -0.00059586593371688734 0.00049877337222429814 0.0011746851474635687 -0.00057014194067551321 -0.00086848723510905119 -0.0011299730797379723 -0.00083100306325371289 0.00091986765418730567 0.0010303962288136853 0.00081125331109968145 -0.00093370926445233288 0.00051423421442551068 0.0012421112741343903 -1.153976456160565e-05 -0.0010549433366295261 0.00074123786796343296 0.00034653270638409302 0.00020018289544625691 0.00063041533724701878 -0.00093525353820511528 0.0008396857499840452 0.0013808786106474173
leaf_weight=0.0018211282496860817 0.0010166598972318744 0.0016167635991699561 0.0014428137351399908 0.0017403821676857936 0.0019075123789085149 0.0013288463868548475 0.0014826354373766995 0.0014015422263738966 0.0011769725396249004 0.0012002490641407348 0.001930358176559289 0.0013034838636185606 0.0010598758278760325 0.0010485186651418843 0.0021695277320858955 0.0022423031165956777 0.0016358695024054626 0.0012002199348586373 0.0010333598581540038 0.0011346143278956333 0.0017397310680037359 0.0010957479998765524 0.0010375935332689323 0.0019996578168033352 0.0024771896851234591 0.0013994456897457007 0.0010208018915278672 0.0016977044101065195 0.0036098778700335253 0.0012027934795870721
leaf_count=590 11 97 338 63 245 185 53 370 46 17 138 56 131 224 79 63 114 27 41 31 141 12 43 23 39 99 30 396 157 51
internal_value=0 1.21512e-05 -4.06625e-05 -4.06111e-06 2.99437e-05 6.84088e-05 0.000102646 0.000142966 0.000182016 3.14621e-05 0.000431593 0.000302293 9.87826e-05 0.000152376 -0.000357363 0.000261372 0.000152135 -0.000137469 0.000418449 -0.000175925 0.000587503 0.000393908 0.000410002 0.000225961 -6.71948e-05 -0.000357867 -0.000161272 -0.000422207 0.00064147 0.000842654
internal_weight=0 0.0471575 0.044338 0.0425168 0.041074 0.0391665 0.0378377 0.0360973 0.0346146 0.0215905 0.0130241 0.0110938 0.020189 0.0191291 0.00336978 0.0157593 0.013517 0.00636669 0.0097903 0.00216797 0.00762233 0.0058826 0.00715031 0.00551444 0.00351478 0.00516647 0.00411795 0.00309715 0.00470563 0.00281956
internal_count=3910 3899 3751 3161 2823 2578 2393 2330 2277 1655 622 484 1285 1154 96 1058 995 776 428 72 356 215 219 105 82 749 525 495 169 148
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=21
num_cat=0
split_feature=44 2 0 4 12 13 41 484 4 15 52 0 3 13 150 4 16 12 13 15
split_gain=0.000141935 0.000173248 0.000370444 0.000364041 0.000318077 0.000443555 0.000225694 0.000190708 0.000213502 0.000285892 0.000187542 0.000185833 0.000191884 0.000166699 0.000172808 0.000202237 0.000298639 0.000158347 0.000108877 7.91551e-05
threshold=1.0000000180025095e-35 0.10910500000000002 0.076335000000000014 -0.49837999999999999 0.089505000000000015 -0.00059999999999999995 0.078535000000000008 0.085515000000000022 0.17888000000000001 0.084050000000000014 0.024145000000000003 -0.060094999999999989 0.082730000000000012 -0.084184999999999996 0.086420000000000011 -0.0010999999999999996 -0.083144999999999983 0.08598500000000002 -0.085774999999999976 -0.15202999999999997
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 4 -1 5 -3 7 8 9 11 -7 13 17 -5 15 16 -15 -13 -10 -20
right_child=-2 2 -4 6 -6 10 -8 -9 18 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21
leaf_value=-0.0023366140645792476 -0.0015416625486640075 0.0026551304622597642 0.0029558036705758369 -0.0018383470191008131 -0.0019557517765182862 -0.0011249642853880923 -0.0019609662534832914 0.001644752031287666 0.0020796676151238203 -0.0023271514519546993 0.0011326262222751825 0.0024989464443657726 -0.00071710697274509109 0.0027855449114755878 -0.001468208548088486 -0.0010250596987950329 -0.00015496253275613223 0.00026525491530092851 0.0012879903268041221 -0.00031314849618799371
leaf_weight=0.00131381931472374 0.0010743809278288543 0.0014346188845097418 0.0010761591839061335 0.0013349969957236725 0.0010226280678591604 0.0017812895257064412 0.001009731304198346 0.0013984086522888508 0.0010553879956153311 0.001144908602964346 0.0010935293617979625 0.0012333897036478384 0.0011222978919818161 0.0010399766367346465 0.0013642844842216562 0.0014007042671505847 0.0016371856746010827 0.0011106263717337583 0.0010417983886700233 0.0012515788937177428
leaf_count=155 71 235 71 322 288 115 132 303 92 1086 36 46 25 107 82 256 290 60 58 80
internal_value=0 5.13636e-05 0.000659259 -0.000159672 0.000195753 0.000706304 7.14373e-06 0.000130304 -1.34019e-05 -0.00029348 -0.000266217 -6.6177e-05 0.000741989 -0.00047953 -0.000146203 0.000296085 0.000987314 0.00144059 0.000939078 0.000414191
internal_weight=0 0.0248673 0.00640823 0.0184591 0.00533207 0.00430944 0.0171453 0.0161355 0.0147371 0.0113884 0.00287482 0.0102435 0.00346631 0.00677715 0.00544215 0.00407787 0.00267716 0.00234402 0.00334877 0.00229338
internal_count=3910 3839 745 3094 674 386 2939 2807 2504 2274 151 1188 131 1057 735 653 397 106 230 138
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=106 31 1429 403 160 14 1374 2 4 0 41 1374 40 0 0 38 3 151 151 15 16 42 15 48 51 0 52 52 12 13
split_gain=0.000784067 0.00133537 0.000653683 0.000652456 0.000636075 0.000549185 0.000529876 0.000577679 0.000631527 0.0013405 0.000946254 0.000687378 0.000603659 0.000730913 0.000654428 0.000512566 0.000613654 0.000424497 0.000493387 0.000588041 0.00113152 0.000631757 0.000551281 0.000403126 0.000749712 0.000641451 0.000670454 0.000742399 0.000601731 0.000738133
threshold=0.091500000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10020000000000001 -0.40446999999999994 0.077685000000000018 0.090240000000000015 0.097940000000000013 -0.37626499999999991 1.0000000180025095e-35 0.080335000000000018 -0.094679999999999986 -1.0000000180025095e-35 -0.035699999999999989 -0.23029999999999998 0.10208000000000002 0.30601500000000009 -0.083919999999999981 -0.077154999999999987 -0.064869999999999983 -0.17157499999999998 0.060615000000000009 0.05377500000000001 0.12649500000000002 0.12900500000000004 -0.15291499999999997 0.11588000000000002 0.10433000000000002 0.10058500000000002 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 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 -6 10 11 -10 -13 14 -14 16 23 -16 -19 20 -20 22 -21 25 -25 -9 27 28 29 -27
right_child=-2 2 3 -5 5 -7 -8 15 9 -11 -12 12 13 -15 17 -17 -18 18 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.001373109985004265 -0.0012059339337754074 -0.00096356451069043274 -0.00085654681709024716 -0.0010355454219957174 -0.00085306660601092881 -0.00067189434961812203 -0.00083574320295108531 0.00092096450645373683 -0.00092893922445589164 0.0011790416676996296 -0.0012423884305259268 -0.00075720310066931015 0.00078868077091805676 0.001067517957302985 -0.00087213216515247141 -0.00057220657945777843 0.0013729491484457612 0.00093710471824532012 0.00029504528362313926 0.00022140056949467414 -0.0013507431316743714 0.00053372251173454779 -0.0010138656191926278 -0.0010501267905242985 0.00051372430733248305 0.0010841713695095461 -0.00077761485332573552 0.0013351212384780343 -0.00065299826373722716 5.2270004501726153e-05
leaf_weight=0.0013150492152060869 0.0010230552782921612 0.0013709064169618026 0.0014938019296523155 0.0011221629255953039 0.0016359852777298933 0.0018764757228502118 0.0011397548696043805 0.0031957655377301544 0.0013679548371214869 0.0017610348336498651 0.0012200282304526402 0.0014693909934333496 0.0020070197634112124 0.0015198830506051491 0.0010985188251937403 0.0011860162425287859 0.0010593950551767142 0.0010100160661421506 0.0015196426279615594 0.0015154991880586008 0.001633891676531051 0.00372536771948484 0.0012365195900300718 0.001108939105193941 0.0012062419873588581 0.0018652745658584999 0.0011382297834843227 0.0012219025315705068 0.001339220447080125 0.0043613685024725983
leaf_count=92 32 179 284 274 57 103 65 95 53 51 51 71 22 12 201 34 98 44 38 56 295 535 453 45 37 39 97 24 140 333
internal_value=0 8.47839e-06 -2.93765e-05 -1.55691e-06 2.42775e-05 5.45814e-05 8.73961e-05 0.000113437 -3.13802e-05 3.23752e-05 -7.21243e-05 6.7411e-06 8.32222e-05 0.000164113 6.42282e-05 0.000299519 0.000362193 -5.96269e-05 2.42522e-05 -7.14806e-05 -0.000557661 0.000165218 -0.000333621 0.000292827 -0.000235338 0.000386016 0.000213784 0.000342195 0.000181835 0.00036139
internal_weight=0 0.0487213 0.0474062 0.0460353 0.0449131 0.0434193 0.0415429 0.0404031 0.0227208 0.0210848 0.0193237 0.0181037 0.0167357 0.0152664 0.0137465 0.0176824 0.0164963 0.0117395 0.0106409 0.00963092 0.00315353 0.00647739 0.00275202 0.0154369 0.00231518 0.0131218 0.009926 0.00878777 0.00756586 0.00622664
internal_count=3910 3878 3786 3607 3333 3049 2946 2881 1939 1882 1831 1780 1727 1656 1644 942 908 1622 1421 1377 333 1044 509 810 82 728 633 536 512 372
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=22
num_cat=0
split_feature=14 38 124 484 3 15 11 457 0 124 1 47 160 52 0 160 1 42 13 13 2
split_gain=0.000148681 0.000141949 0.000278819 0.00020312 0.000208374 0.000301897 0.000390716 0.000235205 0.00019804 0.000276906 0.000264942 0.000366788 0.000182993 0.00017468 0.000166926 0.000175994 0.000330275 0.000275957 0.000154779 0.000148064 0.000147786
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.10315499999999998 -1.0000000180025095e-35 0.08326500000000002 -0.0034949999999999994 -0.053834999999999994 0.13733500000000001 0.12864500000000004 0.09252500000000001 0.091575000000000017 0.092885000000000009 -0.22384499999999996 -0.080184999999999992 0.095575000000000007 0.083725000000000008 -0.071149999999999977 -1.0000000180025095e-35 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 20 -4 5 6 -5 -6 10 18 11 12 14 19 -9 -16 17 -17 -10 -7 -1
right_child=-2 -3 3 4 7 13 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.00049844555758264035 -0.0015922928810802 -0.0014297276833333378 -0.0015021228274163566 0.0039515126779344767 -0.0020977565284210917 0.0019021385872196399 0.00020411596951555187 0.001956482879380877 -0.00071101589008620749 0.00088054157872091373 0.0023779393109558816 -0.0020854162469781026 -0.0011951812293143702 -0.0014724288793049375 -0.0013165708656926749 -0.0013074602180455544 0.0026911282217701991 0.0013538698917071725 -0.0031273066705576349 -0.00038714908180778048 0.0027848352571693221
leaf_weight=0.0010978152380235464 0.0010944497300818803 0.0011731037532014535 0.0016385851152804767 0.001088244118613968 0.0011210655990856475 0.0010325221430491638 0.0010447448457284736 0.0015220372618500724 0.0010133464067850206 0.0010117830128049121 0.0010377453145001278 0.0013252348264617833 0.0011681097655086292 0.0010502237802150205 0.001025081027445144 0.0015914697196366618 0.0011602404449995163 0.0014057640807294547 0.0010181757313086981 0.0011375412955527643 0.0010689647440844108
leaf_count=136 126 84 568 92 169 40 58 61 64 17 97 146 133 31 345 632 112 496 218 150 135
internal_value=0 5.6272e-05 0.000130267 -2.12774e-05 0.000101562 0.000838866 0.00211603 -0.000172533 -9.99833e-06 -0.000990284 0.000281463 4.49311e-05 0.000403539 -7.07318e-06 0.000682076 0.000307802 0.000708313 -5.92419e-05 -0.00192203 0.0007021 0.00162642
internal_weight=0 0.0247318 0.0235587 0.0213919 0.0197533 0.00535328 0.00213299 0.0144001 0.013279 0.00304331 0.0102357 0.00919794 0.0078727 0.00322029 0.00670459 0.00518256 0.00415747 0.00299723 0.00203152 0.00217006 0.00216678
internal_count=3910 3784 3700 3429 2861 371 150 2490 2321 299 2022 1925 1779 221 1646 1585 1240 1128 282 190 271
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=146 147 1456 151 1213 52 1374 52 42 51 376 124 49 160 15 376 1429 1 150 133 52 9 133 151 1 49 52 50 0 1
split_gain=0.000995623 0.00125138 0.000966833 0.00086281 0.000810499 0.000781777 0.000681254 0.00067052 0.00070729 0.00076182 0.000654766 0.000635781 0.000708827 0.000767452 0.000611372 0.000679594 0.000818944 0.000572881 0.000551945 0.000486343 0.000550779 0.00055237 0.000640039 0.000767983 0.000462708 0.000459481 0.000749597 0.000419295 0.000446901 0.000407253
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -0.062489999999999997 -0.10770999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083584999999999979 0.024250000000000004 0.051580000000000008 0.05377500000000001 0.084680000000000019 -1.0000000180025095e-35 0.099115000000000023 0.12118000000000001 0.10681500000000001 0.28122000000000008 0.083710000000000021 -1.0000000180025095e-35 -0.0060399999999999994 0.077800000000000022 -0.084934999999999997 -0.11271999999999999 0.082310000000000008 0.048950000000000007 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 29 -6 18 14 -9 -10 11 -11 13 19 15 16 -8 25 -7 20 21 22 -13 -24 -14 -18 -27 28 -25 -5
right_child=-2 -3 3 4 5 6 7 8 9 10 -12 12 24 -15 -16 -17 17 -19 -20 -21 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00097164997959211293 -0.0012857258429641871 0.0008495007057036471 -0.0012637691463053523 -0.0013729659318042582 -0.00092217879859155644 -0.0013653086492422931 -0.00055455330071549965 -0.00085501263471031322 -0.00066202002778736739 -0.00091260051302055427 0.00090818929826677706 -0.00048352283995691691 -0.00017916263307687707 -0.0011159275055371222 -0.00064445099951414904 -0.00041258977522664074 -0.00039193835827039397 0.0010968826391745592 3.6099596970029332e-05 -0.00080996039976362615 -0.00077912582237282162 -0.00071929978559730602 -0.00070072090770095612 0.00075962818491745476 0.00085330305763924572 -0.0002078752581666496 0.00098570987687851596 -0.00030863735779175305 0.00012108325151831166 -0.00017448204094199245
leaf_weight=0.0020601222537642841 0.0011586592054300118 0.0030876803086847806 0.0010173571289691088 0.0011413259096118003 0.0015074206377300161 0.0010794555954447551 0.0010796650668112315 0.0016938465152320772 0.0025285140505568729 0.0011882561740392808 0.0018775186079411635 0.0018459142295310657 0.001075135446019059 0.0010944961096379649 0.001021451978785227 0.0014774644591994965 0.0010605617060548437 0.0040923699322528151 0.0010400297142041381 0.0011125000899578899 0.0011728786360487567 0.0011478803196682827 0.0011210762263464966 0.0072775423306106202 0.0034220713707371342 0.0014464401455658331 0.0031542673378437362 0.0011145830746990279 0.0028845695585792974 0.001004881777580735
leaf_count=365 11 148 63 415 277 32 36 98 250 31 81 327 133 73 75 56 28 183 19 286 116 71 63 191 71 110 97 34 32 138
internal_value=0 2.51212e-08 -4.97081e-05 -1.22311e-05 1.34074e-05 5.06814e-05 8.25562e-05 0.000119267 7.18127e-06 5.77799e-05 0.000126892 6.69129e-05 0.000116934 -3.49217e-07 0.000376163 0.000460846 0.000579967 0.000705551 -0.000677639 6.87236e-05 0.000127738 0.000196843 0.000270674 0.000382967 0.000606474 0.000422668 0.000610452 0.000490702 0.000578374 -0.000811821
internal_weight=0 0.0558273 0.0527396 0.0506795 0.0496621 0.0475159 0.0460085 0.043889 0.0305568 0.0288629 0.0263344 0.0244569 0.0232686 0.0187714 0.0133322 0.0123108 0.0108333 0.00975364 0.00211949 0.0176769 0.0165644 0.0153916 0.0142437 0.0123978 0.00449721 0.00566127 0.00460071 0.0112767 0.0101621 0.00214621
internal_count=3910 3899 3751 3386 3323 2770 2493 2442 1857 1759 1509 1428 1397 1193 585 510 454 418 51 1120 834 718 647 320 204 235 207 257 223 553
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=21
num_cat=0
split_feature=1374 150 484 3 41 1429 156 123 1 42 4 42 3 3 4 3 48 2 2 1
split_gain=0.000191575 0.000240598 0.000268528 0.000258338 0.000178354 0.00020754 0.00022073 0.000240294 0.000326472 0.000250814 0.000252042 0.00036361 0.00021285 0.000187599 0.000218511 0.000167394 0.000289822 0.000160655 0.000410079 4.14926e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.096385000000000012 0.078535000000000008 0.079110000000000014 0.084330000000000016 0.085110000000000005 0.12864500000000004 -1.0000000180025095e-35 -0.00072999999999999985 0.091955000000000023 0.092005000000000017 -0.078669999999999976 -0.10018999999999999 -0.13927999999999999 0.084795000000000023 0.113945 0.093815000000000009 0.14000500000000002
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 15 5 6 7 8 9 -4 11 12 13 14 -11 -3 -17 18 -12 -10
right_child=1 3 4 -5 -6 -7 -8 -9 19 10 17 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0019154111020581828 -0.002015561291081745 0.0019353001920782095 -0.0018788724364361656 0.0029889726890503809 -0.0016203200360469631 0.0019957997982052982 -0.0018449165720973014 -0.001589309142740878 0.0012919941412513022 0.0022715109494902538 -0.001253861647648679 -0.0015678626694007921 -0.0002935779667963229 0.0030466564517516777 -0.00036179481591993922 -0.001825298571570896 0.0013264055622324959 -0.0018617877411159988 0.0022601562206204253 0.0025456224600327784
leaf_weight=0.0010135988535875376 0.001413795520753657 0.0010099569684065557 0.0012309563843001673 0.0010158734884671006 0.0012619046907227363 0.0010990137282221859 0.0012082806019080841 0.0014557567519241929 0.0010239879771164482 0.0013563370723090858 0.0018517964418197112 0.0010663162046731234 0.0012839057312392654 0.0014968425430910148 0.001169771474494069 0.0011571578435534127 0.0011691013082038015 0.001354883688663211 0.0010301426477962727 0.0010825775364999846
leaf_count=68 583 48 786 88 152 168 258 133 57 51 158 331 42 131 359 155 100 78 69 95
internal_value=0 6.48809e-05 -0.000138548 0.00101779 1.32334e-06 0.000116868 -7.4415e-06 0.000136696 0.000316846 2.87468e-05 0.000250066 0.000811106 0.00128912 0.00179423 0.0010521 0.000417573 -0.000241356 -0.000593869 2.21614e-06 0.00193624
internal_weight=0 0.0247384 0.0203863 0.00435209 0.0189725 0.0177106 0.0166116 0.0154033 0.0139475 0.011841 0.01061 0.00637317 0.00530686 0.00402295 0.00252611 0.00333622 0.00232626 0.00423682 0.00288194 0.00210657
internal_count=3910 3842 3451 391 2868 2716 2548 2290 2157 2005 1219 914 583 541 410 303 255 305 227 152
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=156 151 4 1348 11 403 1374 13 0 156 47 42 160 48 133 484 133 1 0 2 4 1 43 49 1 1 2 1375 51 1
split_gain=0.00110341 0.000870572 0.000904995 0.000720621 0.00103663 0.000727859 0.000692014 0.000596376 0.000820295 0.000792219 0.000677871 0.000648594 0.000941638 0.00101282 0.000778985 0.000740258 0.000656612 0.000763441 0.000597801 0.000595822 0.000606169 0.000523619 0.000509198 0.000460849 0.000670868 0.000834834 0.000504956 0.00063499 0.000455582 0.000428758
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.084620000000000015 0.079700000000000007 0.096520000000000009 0.088035000000000016 -0.5337599999999999 -0.017269999999999997 0.091280000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -1.0000000180025095e-35 -0.085714999999999986 -0.0043499999999999988 -0.0056849999999999991 0.12730000000000002 -0.06402999999999999 0.11043500000000002 -0.49837999999999999 0.091035000000000019 0.083940000000000015 -0.091004999999999989 0.11215000000000001 0.10004000000000002 0.075670000000000015 -0.42089999999999994 0.11024000000000002 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 19 14 21 -14 -9 -15 -17 18 23 20 -10 -13 -22 -18 25 26 -25 -28 -4 -29
right_child=1 2 28 -5 -6 -7 -8 8 10 -11 -12 12 13 15 -16 16 17 -19 -20 -21 22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0014284188455394441 -0.0013126094462697164 -0.00084476590772442409 0.00060632537142706587 0.0010842016494364269 -0.0013683118662609409 -0.001131984935357665 -0.0011786621592279447 0.00052201705504438263 -0.00088771011303940737 -0.001162128320137519 0.0013816827577964755 -0.0014283950624506621 -0.001151930608382874 -0.00069899490137494201 -0.00083048763828904833 -0.00072426658569754168 -0.00062010862876732691 0.0012613929134805473 0.0011151576270903916 0.00087413535797511489 0.00084342253250167668 -0.00014872230944126033 -0.00031232735792495762 -0.00040582150193937668 -0.00078698194131456337 0.0013586220496219115 -0.00059276846162665739 0.00026247022231625487 -0.00041344845009247177 0.0010247640891799044
leaf_weight=0.0011179976659975157 0.0010020905259722204 0.0015502827572504421 0.0069179685348379483 0.0011127505478896174 0.0012372935952522637 0.0012106558628971744 0.0010032022017512068 0.0011605714314916749 0.0012175803509411054 0.0012550841071086163 0.0013657690874140371 0.0011515894911374716 0.0010698280333372159 0.0014679378779824939 0.0034553479013823543 0.0010777521782348023 0.0012322205724331061 0.0019688003862388106 0.0016849044643763066 0.0022401717178279767 0.0016554160863613346 0.001504693778706212 0.001466785524826264 0.0019523530119798169 0.0010590491120936454 0.0015937433903765461 0.0010881061871259633 0.0034913346478848651 0.0010263373638466078 0.0026462107996394479
leaf_count=197 65 18 386 53 152 270 67 207 57 167 34 299 49 290 577 161 48 40 56 37 57 87 15 144 32 65 15 213 19 33
internal_value=0 5.76711e-06 3.17411e-05 -5.02274e-05 -8.0422e-05 -4.11437e-05 -7.58996e-06 2.30398e-05 5.95929e-05 -5.2294e-05 0.000465976 -1.83349e-06 9.6273e-05 0.000200759 -0.00049043 0.000275887 0.000356309 0.000425975 0.00031445 0.000275907 -3.28958e-05 -0.000703504 0.00030046 0.000211172 0.000297753 0.000404401 0.000238702 0.000412851 0.000474579 0.000591134
internal_weight=0 0.0518658 0.0508637 0.0429194 0.0418067 0.0405694 0.0393587 0.0383555 0.0368053 0.0288595 0.00794572 0.0276044 0.0229885 0.0203322 0.00461592 0.0192624 0.0177945 0.0167167 0.0147479 0.00657995 0.00433978 0.00265628 0.0031222 0.013063 0.0118308 0.0107717 0.009178 0.00722565 0.00794431 0.00613755
internal_count=3910 3713 3648 3243 3190 3038 2768 2701 2683 2483 200 2316 1532 1146 784 1097 807 646 606 166 129 386 72 550 502 470 405 261 405 246
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=156 453 4 31 150 158 403 156 403 0 376 0 0 0 2 1374 1 2 15 14 4 3 49 0 3 3 2 16 16 0
split_gain=0.000772386 0.000618034 0.000861346 0.000709172 0.000609185 0.000557894 0.000544244 0.000504899 0.000505873 0.000550225 0.000555081 0.000498155 0.000513022 0.000698737 0.000570394 0.000440862 0.00042846 0.000538672 0.000367507 0.000360352 0.000583886 0.000435701 0.000634977 0.0003073 0.000332422 0.000881415 0.000690399 0.000372876 0.000263297 0.000249086
threshold=-1.0000000180025095e-35 0.096095000000000014 0.28937500000000005 -1.0000000180025095e-35 -0.097334999999999991 0.084965000000000027 -0.088854999999999976 0.10455500000000002 0.09389500000000002 -0.070894999999999986 0.11605500000000001 -0.230625 -0.15713499999999997 -0.10575999999999998 0.08400500000000001 -0.080239999999999992 0.085990000000000011 0.087005000000000013 0.099325000000000011 -0.46879999999999994 0.50657000000000008 -0.13309499999999996 -0.029304999999999998 -0.053834999999999994 0.10666500000000002 -0.115685 0.10113500000000002 0.15737500000000001 -0.53943499999999989 -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 3 -2 -5 6 -6 8 9 11 18 15 -13 29 -15 -8 17 -16 23 -4 21 22 -21 -11 25 26 -25 -27 -23 -14
right_child=1 -3 19 4 5 -7 7 -9 -10 10 -12 12 13 14 16 -17 -18 -19 -20 20 -22 28 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0015461311887725539 0.00082917441415834403 -0.0013358254913215101 -0.00042261418983069254 0.00077323974529223754 -0.0012836776124474836 -0.0010645373524860819 -0.00036550432250115518 -0.0013049005086537945 -0.0012551707630059309 0.00084808143277781205 -0.00090511966629072693 -0.00097948137149275706 -0.00013506091222844938 -0.0012910478639497954 0.00017775861441052699 0.00094705757736174886 0.00047191495237336868 -0.0012529283110794636 -0.00063558488262086595 0.00074533183641944457 0.0015461926295722633 0.0013145278618064602 -0.00087718546316290988 0.0013017366883154326 0.00073715057432118512 -2.8996168190434038e-05 -8.68875167752931e-05 -0.001237097027990615 0.00023504067125343318 0.00055557488159401586
leaf_weight=0.0010189831711154831 0.0014058051118981387 0.0010889009499379645 0.0011872651884790031 0.0012437622760490532 0.0012330359270160676 0.0022958802212055254 0.0011964836849074345 0.0010230260575476704 0.0010498548295031765 0.001931478014944866 0.0012082647717761583 0.0033506957706235163 0.0035833068877781926 0.0021687342391070357 0.0010875426849296099 0.0012514373386949178 0.0011892276050815553 0.0014921464170096765 0.0011301522152660235 0.0010037155068971515 0.0010632591435901784 0.0010794410859844561 0.0013547127218203059 0.0014472991530283278 0.0018294037612971437 0.0010687173249266423 0.0020941617848748706 0.0014248686914610786 0.0010809230365594882 0.0019155551982918883
leaf_count=197 58 36 51 39 475 326 8 170 265 70 14 84 165 374 261 35 30 553 80 32 172 48 26 29 25 44 28 71 75 69
internal_value=0 -0.000185085 -0.000156857 -0.000248212 -0.000290034 -0.000327849 -0.000276087 -0.000236574 -0.000200645 -0.00016295 8.92525e-05 -0.000340512 -0.000447456 -0.000291583 -0.000659345 0.00030551 -0.000295846 -0.000649781 0.000199216 0.000350852 0.000515364 0.000272813 -0.000186664 0.000295526 0.000159821 -1.51852e-05 0.000480606 -0.000719321 0.000774414 0.000105525
internal_weight=0 0.0454791 0.0443902 0.0376208 0.036215 0.0349713 0.0326754 0.0314424 0.0304193 0.0293695 0.0121343 0.0172351 0.0147872 0.0114365 0.00593765 0.00244792 0.00376892 0.00257969 0.0109261 0.00676932 0.00558205 0.00451879 0.00235843 0.00979593 0.00786445 0.00603505 0.00354146 0.00249359 0.00216036 0.00549886
internal_count=3910 3713 3677 3273 3215 3176 2850 2375 2205 1940 361 1579 1536 1452 1218 43 844 814 347 404 353 181 58 267 197 172 57 115 123 234
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=20
num_cat=0
split_feature=1374 150 484 457 4 15 160 16 151 123 4 15 15 13 13 2 13 160 43
split_gain=0.000161821 0.000208168 0.000229724 0.000199512 0.00017895 0.000150722 0.000227894 0.000239689 0.000404175 0.000249226 0.000233253 0.000210643 0.000213244 0.000246867 0.000141425 0.00011263 0.000151367 0.000163968 9.52187e-05
threshold=-0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.088175000000000017 0.022820000000000003 -0.24219999999999997 0.088095000000000021 -0.38486499999999996 -0.086769999999999986 0.084845000000000018 0.05309500000000001 -0.075094999999999981 0.084050000000000014 0.066010000000000013 -0.10241499999999999 0.10325000000000002 -0.070604999999999987 -0.079684999999999992 -0.074254999999999988
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 -3 -4 7 14 -9 10 11 -10 13 15 -7 16 -13 -18 -12
right_child=1 3 5 -5 -6 6 -8 8 9 -11 18 12 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0016302441558725027 -0.0017278190436194672 -0.00065010112930346978 0.0010652674655174568 0.0023537128856273987 0.001290695024749401 -0.00021868261515959678 -0.0019376646003715933 0.0026992784193712342 -0.0018349728626557956 -0.0019046524386701037 0.0018352427134652792 0.0019908195972869777 -0.0014467715222086616 -0.0013581496211791675 -0.0023714561002372014 -0.00031880877274429283 0.001517032176903461 -0.00079045566340772125 0.00039547866820074349
leaf_weight=0.0010218651205500242 0.0014236175944628829 0.0015826281781550202 0.0019857823196213166 0.0011307317915090209 0.0016516309345280256 0.0010179875742566402 0.0011154531773480683 0.0010091350447365413 0.0011429056862199598 0.0010831958132322414 0.0015922944510080583 0.0017945292093215492 0.001312686997092305 0.0011356887960668471 0.00105934785896799 0.0012332621207503669 0.0010436212169341597 0.0010519040939076093 0.0015344548783649001
leaf_count=68 583 206 265 85 100 46 184 107 326 53 51 122 1075 115 88 70 61 180 125
internal_value=0 4.44163e-05 -0.000129447 0.000862385 0.000341 -1.03883e-05 -0.000135109 -9.52839e-06 0.000185325 -1.09623e-05 0.000162264 -0.000184479 6.46539e-05 0.000381642 -0.0013165 0.000767302 0.00111163 0.000358728 0.00112868
internal_weight=0 0.0249009 0.0205359 0.00436499 0.00323426 0.0191122 0.0171265 0.016011 0.0139337 0.0129245 0.0118413 0.0087146 0.00757169 0.00625901 0.00207734 0.00512332 0.00389005 0.00209553 0.00312675
internal_count=3910 3842 3451 391 306 2868 2603 2419 2285 2178 2125 1949 1623 548 134 433 363 241 176
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=18
num_cat=0
split_feature=52 1 52 3 42 49 151 16 0 4 160 2 1 1 3 3 0
split_gain=0.000143435 0.000170344 0.000320612 0.000249707 0.000357045 0.000267401 0.00024218 0.000258881 0.000258732 0.000259641 0.000237631 0.000207203 0.000262746 0.000207175 0.000185771 0.000177158 0.000137616
threshold=-0.40083499999999994 0.099595000000000017 -0.062489999999999997 -0.115685 0.085330000000000003 1.0000000180025095e-35 -0.082164999999999988 -0.063614999999999991 -0.088709999999999983 0.27223000000000003 0.087260000000000018 0.106285 0.076710000000000014 0.11183500000000002 0.086245000000000016 -0.016619999999999996 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 11 5 10 -4 8 9 -8 14 12 -2 -3 15 -5 -16
right_child=1 2 6 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.0013617529690208359 -0.0012323963896586918 0.0032742325320778967 -0.0017360129118868335 0.00089400540314251093 -0.0024168787454493332 -0.0023544199206098596 -0.00093862314425985415 -0.0012068886784436859 0.0022827987056584175 0.0016146771114713824 -0.0016064703077266027 0.0023883045459478966 0.0017664212303238232 0.00082764148034024355 0.0022515276648275729 -0.0012725712011765783 0.00014554637287538075
leaf_weight=0.0014976420068204257 0.0013908832053326483 0.0010917821627549626 0.0013234037106784067 0.0014138521240218841 0.0018358766134978768 0.0010297328992202037 0.0018993027042579777 0.0015935605204591124 0.0016850020385940079 0.0013638097053702003 0.0013361371465674399 0.0010677828133367484 0.0010017816091903997 0.0018739275305250658 0.0014909866702250696 0.0016075488548956711 0.0010568128587529202
leaf_count=401 77 112 81 761 1039 326 72 124 165 160 104 20 123 166 53 87 39
internal_value=0 6.22404e-05 0.000477426 -0.000277617 -0.000642609 -0.000232109 5.74784e-06 0.000358112 0.000862127 0.000128522 8.43723e-05 0.000752978 2.31745e-05 0.00172832 0.000490032 -0.000258731 0.00137798
internal_weight=0 0.0240622 0.0108308 0.0132314 0.00977095 0.00793507 0.00786508 0.00654167 0.00494811 0.00326311 0.00690534 0.00346045 0.00239266 0.00296571 0.0055692 0.0030214 0.0025478
internal_count=3910 3509 880 2629 2409 1370 602 521 397 232 1044 220 200 278 940 848 92
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=20
num_cat=0
split_feature=14 44 2 4 0 1 13 3 41 484 4 15 42 0 43 52 4 3 0
split_gain=0.000149048 0.000147083 0.000172072 0.000329247 0.000301586 0.000341291 0.000342301 0.000255667 0.000184985 0.000241579 0.000215124 0.000187198 0.000152134 0.000143915 0.000373578 0.000231363 0.000248333 0.00023373 0.000142891
threshold=0.077685000000000018 1.0000000180025095e-35 0.10910500000000002 -0.49837999999999999 0.076335000000000014 0.10444500000000001 -1.0000000180025095e-35 0.11818000000000002 0.078385000000000024 0.085515000000000022 0.17888000000000001 0.084565000000000015 0.060615000000000009 -0.017269999999999997 -0.093039999999999984 0.071660000000000015 -0.0040999999999999986 -0.074234999999999982 -0.23029999999999998
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 -4 -7 -8 9 10 11 13 -12 14 -5 16 -16 -18 -19
right_child=-2 -3 4 8 -6 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 17 18 -20
leaf_value=-0.0026633268515241703 -0.0018667776389951036 -0.0018280385695763788 -0.0019940162131940496 -0.0031509618272052438 0.0033686869379948195 0.003496197095045693 0.0021109305007214986 -0.0010978846772634538 -0.0020223931827117974 0.002415083602050986 0.0024166788631385617 -0.0023983444391395786 -3.4376801615718341e-05 0.0012506160718723986 -0.0021490709535611453 0.0017548709910544646 0.0023607206307617672 0.00072188230363942488 -0.0016896143784884219
leaf_weight=0.001240626502494231 0.0011012538699793897 0.0010356995324336529 0.0012268365962944663 0.0010958913242373478 0.001060803909431085 0.0011227542307519767 0.0010617415631921645 0.0016964336036267014 0.0010270640232015174 0.0012188125456323038 0.0014951920031653918 0.0010088347762441949 0.0012009027980091069 0.0017576027164678586 0.0015831510810166418 0.0016381688243425341 0.001024006851209347 0.0012412718255063737 0.001348005731775237
leaf_count=155 126 71 276 164 71 230 104 55 92 293 126 988 101 66 363 296 177 27 129
internal_value=0 6.25361e-05 0.000147492 -0.000120378 0.000880484 0.000363723 0.00110905 0.000137328 8.1353e-05 0.000229225 3.03041e-05 -0.000295996 0.00132492 -7.70758e-05 -0.000371327 7.43726e-05 -0.000455402 0.000286674 -0.000533569
internal_weight=0 0.0240838 0.0230481 0.0168795 0.00616857 0.00510777 0.00388093 0.00275818 0.0156389 0.0146118 0.013393 0.0106969 0.00269609 0.0096881 0.0079305 0.0068346 0.00519644 0.00361328 0.00258928
internal_count=3910 3784 3713 2977 736 665 389 159 2822 2730 2437 2210 227 1222 1156 992 696 333 156
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=19
num_cat=0
split_feature=453 0 2 50 160 3 41 123 1 150 150 43 3 4 2 4 3 48
split_gain=0.000125793 0.000190623 0.000193132 0.000249738 0.000218726 0.000212122 0.000202096 0.000182818 0.000311094 0.00035858 0.000218018 0.000266035 0.000318318 0.000218891 0.000269393 0.000246003 0.000174984 0.00014965
threshold=1.0000000180025095e-35 -0.230625 0.114165 0.086465000000000014 0.091575000000000017 0.12991000000000003 0.078535000000000008 0.084995000000000015 0.13662500000000002 0.090145000000000017 0.082085000000000019 -0.074254999999999988 -0.075954999999999981 0.17888000000000001 0.10113500000000002 -0.025214999999999998 -0.10628499999999998 0.092930000000000013
decision_type=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 -4 7 8 9 10 11 12 16 14 15 -13 -3 -1
right_child=-2 2 5 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0022709902572028212 -0.0013665511273768132 0.0011782445899480053 0.0016434614907169555 -0.0020074381986509566 -0.0016314532674390786 -0.00024822469564924704 -0.0016586616910767113 -0.0014007942248331975 0.0023658904333201157 -0.0018816048905029433 0.0019764507883207687 0.00064640277593323511 0.0026356471548914782 0.0011638297369254676 -0.0023756500301371792 -0.001651900513015188 -0.00071072989228033686 0.00015444560136490629
leaf_weight=0.0010219719802226903 0.0010373077962042556 0.0015083705006710968 0.0019779672001509754 0.0011717393381951982 0.0013707705862219801 0.0017610378504515634 0.0010484650809545757 0.0011097876200104615 0.0010305151736919047 0.0012867668572300603 0.0011342034617658489 0.0019700455666126493 0.0011779613537724618 0.0010767386702088544 0.0012637083098906432 0.0011646227531258496 0.0015759454102642345 0.0010796493304638943
leaf_count=77 99 94 397 617 253 157 128 102 49 160 86 773 102 47 169 187 383 30
internal_value=0 4.383e-05 -6.69268e-05 -0.000238189 -0.000114184 0.000752494 2.13347e-05 0.000144522 0.000274554 9.7297e-05 0.000331521 0.000139921 0.000882591 -0.000438235 -0.000830426 -0.000207485 0.000213064 0.00118367
internal_weight=0 0.0237303 0.0216286 0.0178896 0.0167179 0.00373901 0.0153471 0.0142987 0.0131889 0.0121584 0.0108716 0.00973739 0.00426228 0.00547512 0.00439838 0.00313467 0.00308432 0.00210162
internal_count=3910 3811 3704 3150 2533 554 2280 2152 2050 2001 1841 1755 579 1176 1129 960 477 107
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=19
num_cat=0
split_feature=9 2 2 123 51 12 48 12 2 16 15 0 0 2 0 13 16 13
split_gain=0.000134123 0.000199714 0.000217904 0.000287381 0.000184832 0.000187401 0.000215259 0.000216604 0.00035045 0.000325871 0.00012313 0.000190942 0.000329064 0.000299121 0.000167259 0.000135497 0.000146009 0.000111714
threshold=-0.016839999999999997 -0.14847999999999997 0.091985000000000011 0.084000000000000005 -0.07742499999999998 0.099170000000000022 0.12675000000000003 0.085665000000000005 0.106035 -0.074204999999999979 -0.11739999999999999 -0.10575999999999998 -0.08824499999999999 0.079395000000000007 -0.23029999999999998 0.043015000000000005 1.0000000180025095e-35 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 -4 6 7 8 -6 -10 -3 13 -13 -12 -15 16 -14 -9
right_child=1 2 3 -5 5 -7 -8 17 9 -11 11 12 15 14 -16 -17 -18 -19
leaf_value=0.0014449465538220808 0.0015927684487389226 -0.0019844918872793035 -0.0017685977707603121 0.0021456761352998555 -0.0013755584094770523 -0.0012129677247292767 -0.0011992230776228156 0.0027659945897652804 -0.00019890239975052862 0.0024988260323685358 0.0021407439107408183 -0.0030882204934995659 0.00010554547246471199 0.0006365801780167786 -0.0018033969298863275 0.00057447020818993599 -0.0018918542783273322 0.0008203136015185428
leaf_weight=0.0011062521641383985 0.0012379540926523705 0.0011405652701490078 0.0010123223622103281 0.0012551766341935286 0.0017051617120644735 0.0015588956591807987 0.0013038703968204501 0.0011255662605403919 0.0018300776705946209 0.0015005570881339025 0.0011148664042091019 0.0010851066961705532 0.0012004256447569247 0.0010076309950930451 0.001063160087304782 0.0015428234067702551 0.0015364096648037839 0.0010505637484813342
leaf_count=121 97 170 273 183 125 297 63 72 157 63 42 350 987 36 104 157 302 311
internal_value=0 -8.43159e-05 -0.000178544 0.000199597 -2.07212e-05 0.000154908 0.000405311 0.0006954 0.000206536 0.00101651 -0.000660136 -0.000483476 -0.000977621 0.000348682 -0.000616123 -0.000442479 -0.00101576 0.00182668
internal_weight=0 0.0232711 0.0220332 0.0123422 0.011087 0.0100747 0.0085158 0.00721193 0.0050358 0.00333063 0.00969099 0.00855042 0.00536477 0.00318566 0.00207079 0.00427966 0.00273684 0.00217613
internal_count=3910 3789 3692 1544 1361 1088 791 728 345 220 2148 1978 1796 182 140 1446 1289 383
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=19
num_cat=0
split_feature=38 124 483 16 3 147 159 3 0 16 4 11 2 1 48 52 0 52
split_gain=0.000129569 0.000298752 0.000166518 0.000155939 0.000144854 0.000179466 0.000212377 0.000164372 0.000262836 0.000275165 0.000307738 0.000252048 0.000218517 0.000253268 0.00021603 0.000173057 0.00013005 6.62271e-05
threshold=0.084445000000000006 -0.048219999999999992 1.0000000180025095e-35 -0.016294999999999994 0.13772500000000001 0.089245000000000005 -0.034019999999999988 -0.100615 -0.053834999999999994 -0.30307999999999996 0.0057500000000000008 0.081005000000000008 0.10488500000000002 0.076710000000000014 0.087035000000000015 -0.07125999999999999 -0.089539999999999995 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 11 9 -9 14 12 13 -8 16 -12 -11 -6
right_child=-2 2 -4 -5 17 -7 7 8 -10 10 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0028517338802803512 -0.0014689184814647563 -0.0021993662134139379 -0.0017388660395370598 0.00051602207830181662 0.00035622166529112936 0.0013330348735473019 -0.00067290177625568164 -0.0020636665058224777 -0.0021314619809337382 0.00074674969308811913 8.0849585723269807e-06 -0.001257385524490966 0.0027678799774485531 0.0020410853881161761 -0.0023826460080893638 0.0020665227557266374 -0.0011769760372425074 0.0018465657295464466
leaf_weight=0.0010127294635292328 0.0011177941824584972 0.0010364033445849066 0.0011310698035712488 0.0011922886422279779 0.0012893962557825036 0.0014340615339922804 0.0016561691865846157 0.0012451980059730548 0.001551355095892948 0.0016538892704278697 0.0013817599019305682 0.0011912732091790001 0.0010327798001388278 0.0010937816937168776 0.0010291482875386393 0.0018040352152050299 0.0011354315057944854 0.001025575397392231
leaf_count=149 85 324 445 131 122 113 115 138 229 179 99 177 52 75 152 150 1142 33
internal_value=0 5.7219e-05 -0.000105995 0.00158878 -1.15743e-05 -0.000149577 -0.000284048 -0.000149695 -0.000478583 -0.000167751 0.0001693 0.000498348 0.00105127 0.000406575 -0.000668705 0.00117373 -3.63294e-05 0.00101647
internal_weight=0 0.0228963 0.0206913 0.00220502 0.0195603 0.0172453 0.0158112 0.0147748 0.00980082 0.00824946 0.00700426 0.004974 0.00378273 0.00274995 0.00381847 0.0031858 0.00278932 0.00231497
internal_count=3910 3825 3545 280 3100 2945 2832 2508 2089 1860 1722 419 242 190 1473 249 1321 155
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=19
num_cat=0
split_feature=14 1 0 52 52 157 14 39 48 47 4 48 3 48 43 13 16 1
split_gain=0.000131105 0.000118304 0.00028406 0.00017195 0.000258616 0.000204011 0.000293873 0.000237199 0.000292632 0.000452493 0.000696774 0.000210714 0.000182726 0.000122728 0.000183458 0.000191408 0.000147285 2.4203e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 -0.37613999999999997 -0.15154999999999999 -0.072409999999999988 -0.13131999999999996 0.084835000000000008 0.12738500000000003 0.09252500000000001 0.0057500000000000008 0.085875000000000021 0.092005000000000017 0.086065000000000016 -0.18906999999999999 -0.10939499999999998 -0.080609999999999973 0.090820000000000012
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 -3 -5 -6 -7 8 9 10 11 17 -12 14 -4 -16 -17 -8
right_child=-2 3 13 4 5 6 7 -9 -10 -11 12 -13 -14 -15 15 16 -18 -19
leaf_value=-0.0020669988487807319 -0.001569851675824822 -0.0012912448960021485 0.0012838200879820381 0.0025834208775747936 0.001877843733086883 -0.001861728297275696 0.00087998413158240209 0.0021229299810170948 -0.0021356405369039218 -0.0016342382012794971 0.001658513519277688 -0.0019502742393361164 0.0039633834951329303 0.0013624185217091728 0.0005304491642733124 -0.00044802735396702115 -0.0028522952140104287 -0.00010072313613187676
leaf_weight=0.0016090108742758177 0.0010307730777836524 0.0012747211309207538 0.0011270680935314683 0.0010224346793668024 0.0013771282022583273 0.0013953708727549871 0.0010012117448756075 0.001276318547862699 0.0010612261498188511 0.0017681722859228532 0.0019221483903986147 0.0012435473875305192 0.0010656633845839147 0.0011483388308126119 0.0013116525337721879 0.0010096469008466485 0.0010218461837059375 0.0010050978916008591
leaf_count=468 126 189 95 99 173 84 256 238 62 144 103 85 103 139 26 458 805 257
internal_value=0 5.82011e-05 -0.000413078 0.000279196 0.000420788 0.000252202 6.14902e-05 0.000320941 6.72858e-05 0.000359298 0.000924399 -0.000506313 0.00248059 6.05635e-05 -0.000273866 -0.000799005 -0.00165738 0.000388681
internal_weight=0 0.0226406 0.00722756 0.015413 0.0141383 0.0131159 0.0117388 0.0103434 0.00906707 0.00800584 0.00623767 0.00324986 0.00298781 0.00561855 0.00447021 0.00334315 0.00203149 0.00200631
internal_count=3910 3784 1991 1793 1604 1505 1332 1248 1010 948 804 598 206 1523 1384 1289 1263 513
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=19
num_cat=0
split_feature=38 124 2 483 3 133 41 3 4 151 42 2 2 43 4 16 457 4
split_gain=0.000116609 0.000230527 0.000142289 0.000138728 0.000152259 0.000156766 0.000180282 0.000198309 0.000295554 0.000177825 0.000188136 0.000127585 0.000285313 0.000198658 0.000154634 0.00014206 0.000119754 5.03917e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 0.094825000000000007 1.0000000180025095e-35 0.13772500000000001 0.084760000000000016 0.078150000000000011 -0.15002999999999997 -0.23071499999999998 -0.0088999999999999982 -0.10770999999999999 0.086875000000000022 0.11230000000000001 -0.074254999999999988 -0.0031049999999999997 -0.057604999999999996 0.083995000000000014 -0.16401499999999997
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 7 -3 -9 16 -11 13 14 -12 -13 -15 -10 -6
right_child=-2 3 -4 -5 17 -7 -8 8 9 10 11 12 -14 15 -16 -17 -18 -19
leaf_value=0.00030117027613193239 -0.0012072338243236782 0.0013689299558938836 0.0023748903166825072 -0.0014433625630438248 0.00037159548648488917 -0.0014422221791366913 -0.0015306872399218504 -0.0020174621171705803 -0.0018657455990125705 -0.0012582035632828789 0.0010398941757122017 0.00068334066707247164 -0.00040506992842804558 -0.0015108161522985213 0.0026893461633091084 0.00041902895179721754 7.5453113913375205e-06 0.0015616027137253935
leaf_weight=0.001067483896051046 0.0012118759054027253 0.0017234723371639645 0.0010139459707301235 0.0011002649612562856 0.0011016611888408079 0.0013097629433420901 0.0011391603224948374 0.001110778430963852 0.0010427972465919541 0.0010007367745301114 0.001962022947912481 0.0010152254694351104 0.0013122875311800675 0.0013535105884374954 0.0014907110369074342 0.0010760747456250329 0.0011042439248747371 0.0011358488301550498
leaf_count=140 95 166 137 445 27 888 126 109 118 108 218 288 140 398 138 154 88 127
internal_value=0 5.58183e-05 0.00131136 -7.49881e-05 4.76355e-06 -0.000125787 -1.33207e-05 0.000108476 -6.57531e-05 0.000125125 0.000364623 0.000562437 0.00109245 0.000101625 0.00187666 -0.000656079 -0.000902294 0.00097569
internal_weight=0 0.02206 0.00208143 0.0199786 0.0188783 0.0166408 0.015331 0.0141919 0.0124684 0.0113576 0.00921057 0.00820983 0.00381822 0.00439161 0.00250594 0.00242959 0.00214704 0.00223751
internal_count=3910 3815 277 3538 3093 2939 2051 1925 1759 1650 1444 1336 566 770 426 552 206 154
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=18
num_cat=0
split_feature=124 133 132 42 160 133 151 3 133 3 49 160 2 15 4 0 1
split_gain=0.000118826 0.000138079 0.000172076 0.000245825 0.000202414 0.000486866 0.000298468 0.000248157 0.000218533 0.000161902 0.000138204 0.000169998 0.000140578 0.000198539 0.000301335 0.000157438 5.26677e-05
threshold=0.10385500000000002 0.099765000000000006 0.080815000000000012 -0.089024999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084874999999999992 0.090325000000000003 0.083815000000000014 -0.088694999999999982 0.092185000000000017 0.086620000000000016 0.10113500000000002 -0.10192499999999999 0.05309500000000001 -0.06402999999999999 0.095350000000000018
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 7 -6 -7 9 10 -5 11 12 13 -8 15 -15 -14
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11 -12 -13 16 14 -16 -17 -18
leaf_value=-0.0022700575844847573 0.0014937623184686096 -0.0016781120930694103 0.0015451055195260951 -0.0005784951393722254 -0.0028918180579406158 -0.0014017697978763789 -0.00048536093006427625 0.00035566530615381396 0.0026182896648839792 -0.0031358884683210944 0.0020917922077151431 -0.00091692781294957408 0.00052900631950336327 -0.00034131010569951229 0.0037368265208461019 0.0021620193632954652 -0.00087999524465453909
leaf_weight=0.0011232102753511433 0.001121134652469046 0.0011603078487630583 0.0015032090231444908 0.0010187986202983557 0.0010033986375737403 0.0015707190440545924 0.0011923946292955448 0.0018955557679749546 0.0013143731621914076 0.0012222936396221176 0.0011737682805272884 0.0018475103035602292 0.0011011596284604686 0.0012776137088827957 0.0011498311439055442 0.0010095072791784804 0.0012967181937125205
leaf_count=323 49 596 269 121 649 159 44 129 216 644 67 114 41 167 40 62 220
internal_value=0 -8.77066e-05 1.44097e-06 -0.000119436 1.42176e-05 0.000287374 0.000534018 -0.000906087 0.000801607 -0.0019733 0.00056398 0.000361912 0.000698128 0.0011804 0.00175831 0.000763629 -0.00023295
internal_weight=0 0.0218604 0.0207001 0.0191969 0.0180736 0.013937 0.0129336 0.00413665 0.0113629 0.00224109 0.0100485 0.00887473 0.00702722 0.00462935 0.00343695 0.00228712 0.00239788
internal_count=3910 3861 3265 2996 2673 1779 1130 894 971 765 755 688 574 313 269 229 261
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=31
num_cat=0
split_feature=146 1213 52 160 1 0 47 51 484 133 38 0 43 49 1374 133 457 16 3 2 0 3 39 4 4 52 3 4 49 1
split_gain=0.00104692 0.00088005 0.000928711 0.000796707 0.000708189 0.000892692 0.000644787 0.0005744 0.000494486 0.000508142 0.00065317 0.000635695 0.00062412 0.000746641 0.000530107 0.000517819 0.000483404 0.000687505 0.000405689 0.000738141 0.000513101 0.000381523 0.000565256 0.000365086 0.00036798 0.000323819 0.00028232 0.000578207 0.000267377 0.000222019
threshold=0.10949000000000002 -1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 0.11561500000000001 -0.017269999999999997 0.10887000000000001 -0.40274499999999996 -0.083374999999999991 0.10681500000000001 1.0000000180025095e-35 -0.074514999999999984 -0.089949999999999988 -0.091004999999999989 -0.094679999999999986 -1.0000000180025095e-35 -0.0034949999999999994 -0.083564999999999987 -0.0026499999999999996 0.097940000000000013 0.12500000000000003 0.094625000000000015 0.005105000000000001 0.056740000000000006 0.27020000000000005 0.090300000000000005 0.090325000000000003 0.0021050000000000005 0.083785000000000012 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -6 -5 10 11 12 -10 -14 -15 -16 -17 28 20 -20 25 22 -9 -23 -25 -13 27 -19 29 -18
right_child=-2 2 3 4 5 -7 -8 21 9 -11 -12 18 13 14 15 16 17 26 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095234609361888247 -0.0013453064801056968 -0.0010469196487633984 -0.00086337739285866153 -0.00083862422599303489 -0.00061214266354521463 0.0013811321057999322 -0.0010041719768774861 0.00025919022266751926 -0.00076226520989951328 -0.00073354402035375453 -0.00080738519902443689 0.0010932279316829404 -0.00075376052773651868 -0.00050357918732859717 -0.00051875665599913326 -0.0004355386676118386 0.00064714894706626401 -0.00073484555579815417 -0.00083661154029325416 0.00068271731728597018 8.6492185665779244e-05 0.0006162399663760382 0.0014005159988350047 -0.00087527606809206749 0.00029657881256336065 0.00025495941721830957 0.00056018879859998734 0.00048494149803003731 0.00031260082907421543 0.0013308332800602161
leaf_weight=0.0017743078905512735 0.001135387207796156 0.0014579723983538786 0.001658311384146626 0.0011482992795805993 0.0012493031043447908 0.0016836718470272247 0.0011499150209388622 0.001980096340560066 0.0017703251509335596 0.0013771967508165997 0.0013681540640710912 0.0037724909348790803 0.0017355787982538092 0.001749799437419596 0.0012978998500476078 0.0011738438651858205 0.0015579127040989899 0.001516942471836427 0.0011541795339198371 0.0013728740827119168 0.0022522369235851158 0.0015537892447490265 0.0014920980525698901 0.0010324533083689857 0.0010700099632900972 0.0011882504029063767 0.001950024033568809 0.0015312250993275711 0.0012569061355431899 0.0023160037045144577
leaf_count=592 11 345 272 268 37 105 66 55 158 358 46 146 64 49 393 89 44 175 41 30 45 54 135 21 82 50 32 24 44 79
internal_value=0 1.52981e-05 5.27704e-05 8.89139e-05 0.000125896 0.000450703 2.5773e-05 0.000263716 6.33832e-05 9.752e-05 0.000137035 0.000183857 2.68903e-05 0.000113739 0.000218656 0.000318949 0.000415142 0.000513727 0.000471624 -1.12048e-05 0.000640782 0.000417215 0.00074965 0.000101516 -0.000278882 0.000892437 0.000144096 -0.000122094 0.000873803 0.00105589
internal_weight=0 0.0475921 0.0458178 0.0443598 0.0427015 0.0100614 0.0326401 0.00837775 0.0314901 0.0303418 0.0289646 0.0275965 0.0178565 0.0160861 0.0143506 0.0126008 0.0113029 0.010129 0.00974003 0.00252705 0.00721298 0.00712845 0.00347219 0.00365625 0.00210246 0.00496074 0.00499819 0.00304817 0.00513082 0.00387392
internal_count=3910 3899 3307 2962 2690 489 2201 384 2135 1867 1509 1463 1151 993 929 880 487 398 312 71 241 347 190 157 103 196 231 199 167 123
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=52 481 1213 31 1 14 133 0 3 0 150 15 2 4 43 2 150 4 2 0 4 49 1 49 47 47 457 0 4 1
split_gain=0.00064843 0.000631541 0.000623187 0.000554731 0.000524829 0.000566079 0.000719136 0.00054349 0.000715556 0.000615216 0.000621488 0.000543858 0.000533954 0.000763804 0.000622881 0.00053115 0.000437686 0.000609851 0.000437301 0.000477484 0.00047969 0.000465984 0.000400318 0.000381148 0.000644055 0.000442507 0.000286063 0.000219736 0.000174869 0.000106354
threshold=-0.42985499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11235500000000002 -0.13131999999999996 0.10681500000000001 -0.070894999999999986 0.097615000000000021 -0.11524 0.087235000000000021 -0.03231499999999999 0.11085000000000002 -0.49837999999999999 -0.06538999999999999 0.11230000000000001 0.084800000000000014 -0.078094999999999984 0.14808000000000002 -0.17106499999999999 0.50541500000000006 0.0062100000000000011 0.089825000000000002 -0.029304999999999998 0.11170500000000001 0.13206500000000002 0.088175000000000017 0.12500000000000003 -0.0082299999999999995 0.096630000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -9 13 -13 -15 26 17 -11 19 -6 21 23 28 -21 -25 -26 -10 -16 -7 -19
right_child=1 -3 3 4 18 6 -8 11 15 16 -12 12 -14 14 27 -17 -18 29 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0010311739237539518 -0.00084929577666393175 -0.0011288343845142611 0.00092958330695889319 -0.0010237880950693544 -0.00047731971259549187 -0.00045298594681721734 -0.0010889774453226187 0.0011260230563024509 0.00038806374942943302 -5.9331182958569842e-05 -0.00070587550774097135 -0.0010062573366971094 0.00097628649330790108 0.0010752429357057513 0.00029265958190966565 -0.00040684640461194431 7.7560033510359414e-05 -0.0014860884398683332 0.0011651161405564347 0.00062163791434264779 0.001251859800635803 0.0010996166708315202 0.00084065262752927464 -0.00094377288541927398 0.00094506080453373668 -0.00023091794384158635 0.0014143760135413683 -0.00047906033653778165 0.00035421606234899909 -0.00089029281631490618
leaf_weight=0.0013374200549485229 0.0016425795250393773 0.0010320296362986694 0.0016452394237527193 0.0012970249755923638 0.0018223844667235598 0.0012701535202470637 0.001312065760846969 0.0015629851199978617 0.0013554428552478024 0.0013137923317695878 0.0018346975536722709 0.0013716019721474737 0.001438219767766924 0.0014223244938875723 0.0015881916215221351 0.0010884942333291292 0.0013294112246846623 0.0019010189396651295 0.0011890116024897432 0.0019208788411191353 0.0011531861712172908 0.0011372223209775711 0.0018823185343563864 0.0015521554639734685 0.0011771055801261809 0.0017677841548930928 0.0010756783997436514 0.0016731147102433397 0.0011110963966398614 0.0010148205254374432
leaf_count=353 583 101 112 48 58 58 398 79 28 283 47 74 36 30 33 34 150 684 133 66 100 44 87 48 32 18 27 21 69 76
internal_value=0 1.95628e-05 4.78825e-05 8.45346e-05 4.8481e-05 -6.60712e-05 -1.74448e-05 4.05711e-05 -0.00013134 -0.000308639 1.73024e-05 0.000328662 0.000162349 -3.09755e-05 0.000254636 0.000455891 -0.000666195 -0.000899965 0.000310847 0.000214393 0.000359147 0.000222887 0.0003285 6.75346e-05 -0.000169146 0.000239134 0.000842168 -0.000103248 -7.63437e-05 -0.00127873
internal_weight=0 0.042882 0.04185 0.0402074 0.0385622 0.0268425 0.0255454 0.0242334 0.0151769 0.0116573 0.00609827 0.00905644 0.00749345 0.00605523 0.00468363 0.00351962 0.00555904 0.00422963 0.0117197 0.0105307 0.00870833 0.00755515 0.00426357 0.00641792 0.00449705 0.00294489 0.00243112 0.00326131 0.00238125 0.00291584
internal_count=3910 3557 3456 2873 2761 2262 2214 1816 1543 1454 261 273 194 158 84 89 1193 1043 499 366 308 208 214 164 98 50 55 54 127 760
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=16
num_cat=0
split_feature=52 1 3 15 151 3 4 4 151 2 16 4 13 0 13
split_gain=0.000123346 0.000166606 0.000175995 0.0002479 0.000434811 0.000151218 0.00015037 0.000228179 0.000312526 0.000189011 0.000184846 0.000177841 0.000192199 7.64695e-05 7.4525e-05
threshold=-0.40083499999999994 0.094385000000000011 -0.115685 -0.0058549999999999991 -0.0074049999999999993 -0.069909999999999986 0.053925000000000008 0.24280000000000004 -0.0008699999999999999 -0.13811499999999996 -0.30307999999999996 0.0082450000000000006 -0.00059999999999999995 0.12500000000000003 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -4 -5 11 -8 -9 -10 -11 12 -3 -2 -7
right_child=1 6 3 5 -6 14 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0014551448799042484 0.0012924923007569106 0.0016474211385270072 -0.00029845635665506952 -0.0015072614956817296 -0.0039618963960752172 -0.00022427542645589915 -0.0015108292203782749 -0.0015943282820521899 -0.00058371382624064299 0.0033625643448311855 0.00082222972492824618 0.0028478692507072434 -0.00072545047104238434 -0.00034059099901524508 0.0012922124003192051
leaf_weight=0.0013530249125268392 0.0017900533714946256 0.001904371407574823 0.0019311606927871483 0.0011674324969291874 0.0013288213297201054 0.0015049930913751952 0.0017406140959508321 0.0012426355686214752 0.0010108884574573374 0.0012062436361647555 0.0016450760113206897 0.0011648841314206848 0.001469252627684936 0.0011405341730181817 0.0016512110171292864
leaf_count=401 182 306 299 1100 628 100 102 103 54 186 120 48 116 28 137
internal_value=0 7.84209e-05 -0.000368957 -0.000765395 -0.00179173 8.455e-06 0.000491618 3.03403e-05 0.000555838 0.00124764 0.00189691 0.00118737 0.000614008 0.000656924 0.000569096
internal_weight=0 0.0218982 0.0105142 0.00758362 0.00325998 0.00432364 0.011384 0.00684546 0.00510484 0.00386221 0.00285132 0.00453851 0.00337362 0.00293059 0.0031562
internal_count=3910 3509 2474 2264 927 1337 1035 565 463 360 306 470 422 210 237
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=18
num_cat=0
split_feature=124 4 0 1 3 43 2 16 0 14 48 47 3 12 43 4 16
split_gain=0.00011656 0.000132837 0.000166873 0.000193876 0.000272602 0.000242794 0.000212958 0.000360361 0.000287781 0.000436386 0.000271579 0.000196773 0.000177123 0.000282507 0.000227646 0.000162646 0.000107882
threshold=0.10385500000000002 -0.49837999999999999 -0.060094999999999989 0.085835000000000009 -0.084129999999999996 -0.077544999999999989 0.082715000000000025 -0.012324999999999997 -0.14136999999999997 -0.13131999999999996 0.086870000000000017 0.09252500000000001 0.013395000000000002 0.092365000000000017 0.079060000000000005 0.015635000000000003 -0.23935499999999996
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 11 9 -8 -11 -5 13 14 -4 -12 -15
right_child=-2 2 12 6 5 -7 8 -9 -10 10 15 -13 -14 16 -16 -17 -18
leaf_value=-0.0014660142938401404 0.0014137006302093198 -0.0030689827846162102 0.0032541980513008397 0.0012652886752757731 0.0011162876839131753 -0.0016225031183025747 -0.002718887825737188 -0.0030810320136052689 0.0020919756815974675 0.0019489580131123404 -0.0017682258319172009 -0.001279751806886545 -0.00094950477921249975 0.00088686914730225826 0.00057979915553323504 0.00059316451877653407 -0.0011504649850348095
leaf_weight=0.0013513406872320824 0.0011348621071248224 0.0010853820147165554 0.0014382829584532212 0.0013578706618047609 0.001239115205078023 0.0014645763983026491 0.0010062390798992737 0.0010568664296473074 0.0017913049526567526 0.0018211443661029225 0.0010147076559290369 0.0011751930256410636 0.0011599106917379309 0.0010201533126483753 0.0012197434590692779 0.0014975139938258053 0.0011426920679094288
leaf_count=174 49 877 156 409 327 739 33 221 186 167 58 95 86 49 31 63 190
internal_value=0 -8.31398e-05 8.05934e-06 -0.000255777 -0.0011412 -0.000367302 5.7159e-05 -0.000847397 0.000512542 -1.73191e-05 0.000610005 8.45391e-05 0.000648149 0.00103255 0.00202694 -0.000360621 -0.000189512
internal_weight=0 0.021842 0.0204907 0.0145099 0.00378907 0.00270369 0.0107208 0.00358993 0.00713091 0.00533961 0.00433337 0.00253306 0.00598078 0.00482087 0.00265803 0.00251222 0.00216285
internal_count=3910 3861 3687 3175 1943 1066 1232 725 507 321 288 504 512 426 187 121 239
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=31
num_cat=0
split_feature=146 147 1213 52 160 1374 484 148 147 1374 133 0 11 0 43 51 1 3 52 4 2 43 2 4 52 15 48 42 52 3
split_gain=0.00091462 0.000822058 0.000574906 0.000530463 0.000548305 0.000460346 0.000485273 0.000644531 0.000565769 0.000521255 0.000478865 0.000507172 0.000571259 0.000567172 0.000838294 0.000558164 0.00046117 0.000636921 0.000460841 0.000496395 0.000490901 0.000393651 0.000387266 0.000702102 0.000431983 0.000383569 0.000458226 0.000377027 0.000360144 0.000337114
threshold=0.10949000000000002 0.11236 -1.0000000180025095e-35 -0.42985499999999993 -0.26821999999999996 0.090240000000000015 -0.083374999999999991 -0.082164999999999988 1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -0.076099999999999987 0.08776500000000001 -0.10575999999999998 -0.089949999999999988 -0.40274499999999996 0.10752500000000002 0.11265500000000002 0.086040000000000019 0.18622000000000002 0.12068000000000001 -0.083899999999999988 0.11085000000000002 -0.49837999999999999 0.092885000000000009 -0.10981499999999998 0.084905000000000022 1.0000000180025095e-35 -0.083529999999999979 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 11 12 13 18 -15 -13 22 -18 20 -20 25 -16 23 -17 29 26 -11 -23 -27 -25
right_child=-2 -3 3 4 5 -7 7 8 -10 10 -12 15 -14 14 21 16 17 -19 19 -21 -22 27 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0008421588867333781 -0.0012917235587515754 0.001162384795238079 -0.00084736681765061952 -0.00077135066220743013 -0.00072185786319335578 -0.00082779367386129582 -0.00086979497661886966 -0.00062157780735633305 0.00092024797986963868 -0.00020558726708797925 -0.00053135349475813456 -0.00045061652031052289 -0.00092149854799685089 -0.0013354386768049892 0.0007260467790353351 -0.0008230693788197856 0.0013326749270078488 6.6130596604775842e-05 -0.00092887768430493492 0.00037130831613095143 -0.00044463060395777404 0.00013796450674667169 0.00094271184060631063 0.00079984212710982109 -0.00028377216469490307 0.00013273260107866426 0.00081206768974661299 -0.00082317612611919268 0.00099120831608440771 -9.1836654031378622e-05
leaf_weight=0.001489951220571494 0.0010022507642588599 0.0010909329961918948 0.0012708116361467283 0.0014687040743825977 0.0012865015463994203 0.0010154568365443586 0.0011557420142622723 0.0016597086873737501 0.001653676810104975 0.0021289460966231761 0.001755399987745653 0.0012660700254123478 0.0010448026400506896 0.0010522220447000121 0.0010407148726914164 0.001060344007250082 0.0021989129512222103 0.0010689356267232775 0.0010817492823242967 0.0010466224861005458 0.0010838817996459147 0.0019340827013044634 0.001477941093643409 0.0031967796308238778 0.0013733418681152187 0.0011895195767390749 0.0012855724059335216 0.0011968993908644254 0.0034610520822617591 0.001011007186207287
leaf_count=592 11 21 345 293 289 63 75 63 105 56 380 52 48 111 64 58 152 57 39 39 49 334 35 99 37 51 37 254 90 11
internal_value=0 8.5792e-06 -2.07239e-05 8.79224e-06 3.5861e-05 6.6475e-05 9.05556e-05 0.00011925 0.000151661 0.000113851 0.000152048 0.000191772 4.36508e-05 0.000104761 -0.000261871 0.000397168 0.000491428 0.00091838 0.000274593 -0.000289514 0.000405824 8.91327e-06 0.000319591 0.000180927 0.000371673 0.000520118 0.000177562 -0.000229457 0.000771628 0.000585598
internal_weight=0 0.0440463 0.0429554 0.0414654 0.0401946 0.0387259 0.0377104 0.0364239 0.0352682 0.0336145 0.0319548 0.0301994 0.0175461 0.0165013 0.00522392 0.0126533 0.0113873 0.00326785 0.0112773 0.00212837 0.00914897 0.0041717 0.00811941 0.00664147 0.00558113 0.00806509 0.00341452 0.00313098 0.00465057 0.00420779
internal_count=3910 3899 3878 3286 2941 2648 2585 2296 2221 2116 2053 1673 1172 1124 763 501 449 209 361 78 283 652 240 205 147 234 93 588 141 110
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=51 124 31 4 480 403 47 3 44 2 403 4 148 0 0 0 0 132 4 0 1 12 49 3 12 151 15 457 2 48
split_gain=0.000698574 0.000723458 0.000695156 0.000631117 0.00110234 0.000579658 0.000602903 0.000987142 0.000801121 0.000629797 0.000667522 0.000624583 0.000650576 0.000652188 0.000790498 0.000662167 0.000621084 0.000602057 0.00053922 0.000535298 0.000941884 0.000723301 0.000533867 0.000709524 0.000407417 0.000405347 0.000573625 0.000531306 0.000524727 0.000398825
threshold=-0.40274499999999996 0.51367000000000018 -1.0000000180025095e-35 0.51224500000000017 0.086640000000000009 0.09389500000000002 0.11939500000000002 0.12991000000000003 1.0000000180025095e-35 0.10910500000000002 -0.088854999999999976 -0.49837999999999999 -0.082084999999999977 -0.070894999999999986 -0.10575999999999998 -0.089879999999999974 -0.082604999999999998 0.080815000000000012 0.18622000000000002 0.076335000000000014 0.09112000000000002 -1.0000000180025095e-35 -0.029304999999999998 -0.13309499999999996 0.098355000000000012 -0.088294999999999985 -0.095799999999999982 0.088020000000000001 0.08400500000000001 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 10 -4 -12 -13 14 18 -16 -17 22 25 20 -11 -22 -15 -24 -20 -14 -27 28 -28 -23
right_child=1 -3 3 -5 -6 -7 7 -9 -10 19 11 12 13 17 15 16 -18 -19 24 -21 21 29 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00087263131682416284 0.00091234010083468108 0.0011683386894229876 -0.0010878874371260559 0.0010127328768166554 -0.0014200357265151235 -0.0010865115412400752 -0.0013155100707780822 0.00044820427142007555 -0.0011630960987745549 -0.0010606195528418628 -0.00075938706207451191 -0.0010410558050135241 0.00064844013544635077 0.0010316043814781581 -0.0011819617393018054 0.00034463846920957243 -0.00085196810508199024 0.0014013526303767968 0.00030812424560773294 0.0010958612164727822 0.0014284306588172493 0.00042899433881327695 -0.0005928516647988743 0.00045173519707313682 0.0014284160614049096 -0.0011419375785257889 0.0004026138935073392 0.00086417082508086923 -0.00072431059063741044 -0.00042410896177199627
leaf_weight=0.0018699003514968107 0.0016116809321056183 0.0010886062632735607 0.0011739218956582356 0.0011280667445994199 0.0011989505367538946 0.0010368567452862512 0.0017184332636510638 0.0010387471547943505 0.0010976395651880458 0.0010091153676263787 0.0019838216721659229 0.0010257227614971489 0.0014507149533158348 0.0015575236821234739 0.0018580168436866853 0.0022029298580427039 0.0014790491140450777 0.0011440826473148036 0.0018668468966671625 0.0017777676911023841 0.0011929370967541661 0.0043059370925284659 0.002026646204797089 0.0038403332797485486 0.0010263662111782423 0.0010658642127980844 0.0014387970455444956 0.0011452998624008615 0.0020354381444676051 0.0015100370194431889
leaf_count=145 112 11 425 130 215 265 73 26 46 157 125 73 41 37 286 502 467 25 71 56 87 145 31 114 14 47 39 15 100 30
internal_value=0 1.72182e-05 -9.47367e-06 -4.2244e-05 -6.91642e-05 -3.15062e-05 -5.44381e-06 -0.000651044 3.99481e-05 7.45915e-05 -3.33851e-05 1.22142e-05 7.30448e-05 0.000120388 -5.37864e-05 -0.000486822 -0.000136038 0.000436866 0.000185414 0.000386771 0.000229551 0.000415304 0.000288243 9.09008e-05 0.000705547 -2.54653e-05 -0.000197422 2.05053e-05 -0.000257613 0.000207498
internal_weight=0 0.0480362 0.0469475 0.0453359 0.0442078 0.0430088 0.041972 0.00275718 0.0392148 0.0381172 0.0283214 0.0271475 0.0251636 0.0241379 0.0155693 0.00554 0.00368198 0.00856859 0.0100293 0.00979579 0.00801803 0.00700891 0.0074245 0.00586698 0.00289321 0.00713611 0.0056854 0.00461954 0.00347424 0.00581597
internal_count=3910 3765 3754 3642 3512 3297 3032 99 2933 2887 2412 1987 1862 1789 1582 1255 969 207 327 475 419 262 182 145 85 242 201 154 139 175
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=1374 1429 1213 51 1 11 133 159 50 4 49 1 49 3 0 15 38 12 47 51 3 49 151 2 2 4 15 12 151 40
split_gain=0.000548741 0.000580261 0.000566926 0.000490389 0.000564313 0.000698494 0.000774082 0.000598676 0.000577393 0.000538044 0.000461258 0.000658806 0.000626505 0.000434248 0.000730842 0.000582049 0.000410076 0.000837276 0.000583429 0.000489032 0.000427292 0.000604138 0.000398015 0.000354148 0.000312722 0.000305989 0.000535138 0.00035606 0.000288015 0.000175806
threshold=0.090240000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.10444500000000001 0.080455000000000013 0.10681500000000001 0.073745000000000019 0.086465000000000014 -0.076854999999999993 -0.084114999999999981 0.086430000000000021 -0.047309999999999998 -0.0038649999999999999 -0.070894999999999986 -0.008624999999999999 0.084445000000000006 -1.0000000180025095e-35 0.11939500000000002 0.12342500000000002 -0.115685 -0.029304999999999998 -0.030624999999999996 0.085885000000000017 0.11085000000000002 -0.37626499999999991 0.079360000000000014 0.091405000000000014 -0.044604999999999992 -0.055059999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 8 16 9 24 11 -11 28 14 -14 23 17 29 19 20 21 -19 -22 -15 25 27 -27 -5 -12 -6
right_child=-2 2 3 4 7 -7 -8 -9 -10 10 12 -13 13 15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00097600927818806515 -0.00097853475185301635 -0.00083778695627922224 -0.00074390945358911663 -0.00054840587682613152 0.00064007339125376139 -0.001185232689840736 -0.0010873523123786505 0.0011560285011336536 -0.00074898887496801332 -0.0014569754332866302 0.0010111912593662436 6.9618257866453881e-05 -0.0010505408899167178 0.00039909838435336919 0.00031664377002039122 0.0010314448838864543 -0.00064876365537762902 0.00083144906318055839 -0.00065960415910533529 -0.00050702999176501287 6.0447468295922923e-06 -0.0005950520244022363 0.00098139198553256861 -0.00079679013971299011 0.0011101258185737539 0.0011747959521918605 -4.9574161889349552e-05 0.00051228055757434276 5.6151618580409089e-05 0.001457140370920979
leaf_weight=0.0012355479393457705 0.0012317547955724697 0.001514246923395828 0.0015101679873688037 0.0013837221926884524 0.0010020849588928127 0.0010781175764575926 0.0012729556312839332 0.0016280888817061809 0.0016326591055338948 0.0010680672839655783 0.0018907468343485334 0.0013692192815373261 0.0020486150419663724 0.0010053164406826909 0.0013950200391104062 0.0012414711036399387 0.0010606269659092513 0.0010398688777968346 0.0017100169081842873 0.0014185422805539361 0.0012333876790364701 0.0015993495814257165 0.0031716520086177927 0.0011014843673962105 0.0013262700604457223 0.001731955625960061 0.0013469657986899808 0.0013055234850725128 0.0010382865157829713 0.0012639771308735623
leaf_count=181 77 592 121 54 110 94 394 204 374 74 69 44 594 19 77 24 27 23 44 48 54 56 88 39 15 31 261 19 31 72
internal_value=0 7.82421e-06 3.71941e-05 7.04221e-05 0.000102478 -4.00916e-05 1.56256e-05 0.000321468 8.28518e-05 0.000153393 -3.26503e-05 -0.000599365 0.00010944 -0.000133446 -0.000496693 0.000240147 0.000220817 0.000294963 0.000116567 0.000273402 0.000430562 -3.30015e-05 0.0007083 -0.00022614 0.000472229 0.000325558 0.000639159 -3.34841e-05 0.000672648 0.00109582
internal_weight=0 0.042624 0.0413884 0.0398742 0.038364 0.0232364 0.0221583 0.0151276 0.0208853 0.0192527 0.0121582 0.00243729 0.00972094 0.00679191 0.00344364 0.00334827 0.0134995 0.0124389 0.0101728 0.0084628 0.00704426 0.00263922 0.00440504 0.0021068 0.00709444 0.00576817 0.00307892 0.00268925 0.00292903 0.00226606
internal_count=3910 3833 3652 3060 2939 2213 2119 726 1725 1351 971 118 853 753 671 82 522 495 313 269 221 79 142 58 380 365 292 73 100 182
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=19
num_cat=0
split_feature=14 15 158 159 15 151 47 15 52 52 52 4 4 1 2 14 2 15
split_gain=0.000120976 0.000109956 0.000171786 0.000166907 0.000150216 0.000184971 0.000177557 0.000228293 0.000215104 0.000222937 0.000241811 0.000226033 0.000357897 0.000240145 0.000235486 0.000146429 0.000142875 6.66551e-05
threshold=0.077685000000000018 -0.26361999999999991 0.084965000000000027 0.073745000000000019 -0.11739999999999999 -0.076429999999999984 0.10783500000000001 -0.053579999999999996 -0.23815499999999998 0.11401500000000002 0.10062000000000001 -0.23071499999999998 -0.084009999999999987 0.094695000000000015 0.087995000000000004 -0.46360499999999999 0.092340000000000019 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -3 16 8 -8 -7 10 11 -10 -13 14 -14 -1 -6 -15
right_child=-2 2 -4 -5 5 6 7 -9 9 -11 -12 12 13 17 -16 -17 -18 -19
leaf_value=-0.00015183232484421212 -0.0014992450699383912 -0.0013461015470510658 -0.0016217363430535063 0.0013120299335962907 0.00030322868219290476 -0.0023606117132552173 0.002214357397096774 -0.00062898672649889121 -0.0020761084210126836 -0.0018541042851137716 0.0020481772562890364 0.0024270544795553899 -0.0029698222311340928 -1.8833046673193828e-05 -0.00027690053614837863 0.0022065184424943486 0.0024338021144120073 0.0015851084484009464
leaf_weight=0.001046194968929548 0.0010401353669796101 0.0016734730206919386 0.001285589121905433 0.0019217368915644397 0.0015959042251267883 0.0010116604407048287 0.001285154485461959 0.0010013964031942999 0.0010995832086297943 0.0013818488253937453 0.0010843978606860649 0.0010998237634513011 0.0010074323325165394 0.0010581972344160251 0.001810274183136007 0.0010528473564907484 0.0010336937710071492 0.0010086668512703234
leaf_count=71 126 219 321 322 234 314 62 46 64 384 96 330 506 51 312 226 122 104
internal_value=0 5.81892e-05 -4.2118e-05 6.43526e-05 -7.54432e-05 6.19394e-05 -0.000158854 0.000969113 -0.000403049 -0.000195683 8.48729e-05 -0.000215665 0.000126176 -0.000391896 -0.00123972 0.00103108 0.00114076 0.000763919
internal_weight=0 0.0224579 0.0203588 0.0190732 0.0171515 0.015478 0.0128484 0.00228655 0.0105619 0.00955022 0.00816838 0.00708398 0.00598439 0.00488457 0.00281771 0.00209904 0.0026296 0.00206686
internal_count=3910 3784 3487 3166 2844 2625 2269 108 2161 1847 1463 1367 1303 973 818 297 356 155
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=46 14 403 1374 1429 403 133 151 2 2 484 0 2 1374 0 0 3 52 52 15 0 2 4 16 40 2 12 42 133 16
split_gain=0.000739208 0.000969498 0.000582387 0.000588812 0.000603977 0.000573729 0.000494808 0.000464262 0.000593826 0.000546869 0.00055134 0.000624695 0.00069057 0.00070903 0.000632712 0.000679721 0.000977464 0.000597706 0.000773553 0.000567266 0.000618498 0.000510878 0.000455897 0.000684432 0.000478626 0.000440725 0.000404383 0.000480496 0.000394349 0.000363177
threshold=-0.046924999999999994 0.077685000000000018 0.09389500000000002 0.090240000000000015 -1.0000000180025095e-35 -0.088854999999999976 -0.26719999999999994 -0.40391999999999995 0.10946500000000002 0.10679500000000001 -0.0043499999999999988 0.15480500000000005 0.097940000000000013 -0.094679999999999986 -0.23029999999999998 -0.060094999999999989 0.082730000000000012 -0.092084999999999986 0.084890000000000007 -0.11739999999999999 -0.10575999999999998 0.11230000000000001 0.27608500000000008 -0.13863999999999996 -1.0000000180025095e-35 0.083585000000000007 0.08401500000000002 0.085465000000000013 0.083815000000000014 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -9 12 13 -12 -15 17 26 -16 19 -19 25 -10 23 -23 -25 -21 -17 -28 -22 -26
right_child=1 -3 -4 -5 5 6 7 8 21 -11 11 -13 -14 14 15 16 -18 18 -20 20 28 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.0011078182465694732 -0.00093123366706412687 -0.0011267765140567842 -0.0010105242570839544 -0.0010150318237601796 -0.0008174140445292217 -0.00084595748059664044 -0.00072820478930922885 -0.00069113518467349639 0.0012513549091542687 -0.00092234068599159698 -0.00090507989249733118 -0.00055760472773529971 0.00080810908956838949 0.001196946520556773 -0.00074246984527835235 0.0013508173901980451 -0.00050900933474034118 -0.00063194520676376461 -0.00092298522815726963 0.0012455435453424112 -0.00026328142588039684 -0.00057868821304883113 0.00086515465082944831 0.0012140658884171069 0.00049978922869254358 0.00015371082921208863 -8.3546199651170273e-05 0.0010389790341636289 0.00066999164518799308 -0.00045768431952189411
leaf_weight=0.001089397715347217 0.0011506631685331828 0.001487029737249789 0.001048774223830067 0.0010022761579486774 0.001307614273439949 0.0010012664467924362 0.0011484517708666422 0.0015861699936870468 0.0013009184956986894 0.0010367824075023782 0.0012052461647158444 0.002187505429222191 0.0031423825732079793 0.0010887653122608606 0.0020742403463975762 0.0016414915761924489 0.0013910133025949456 0.0012386989121007065 0.001278545671707155 0.0019074619609611319 0.0027814669450900806 0.0017932098342550171 0.0021875143550702525 0.0010954067102200158 0.0021438935216268034 0.0010978471139253543 0.0013898198535571282 0.0014883755649464092 0.0012309845006122089 0.0011456452539704287
leaf_count=31 180 124 302 65 499 185 75 376 51 60 41 39 146 13 147 72 33 73 409 28 269 45 202 54 107 31 27 28 112 86
internal_value=0 -3.64972e-05 2.72825e-07 2.49013e-05 4.96935e-05 7.72968e-05 0.000106853 0.00013158 0.000157958 5.59349e-05 9.38794e-05 0.000143401 0.0002102 0.000115375 0.000181468 0.000118361 0.000497334 -7.4588e-05 7.07026e-05 0.000224579 0.000375764 0.000451016 0.000326558 0.000135856 0.000428066 0.000846694 0.000807054 0.000496935 2.30385e-05 0.000166331
internal_weight=0 0.0455795 0.0440924 0.0430437 0.0420414 0.0408907 0.0395831 0.0385818 0.0374334 0.0277668 0.02673 0.0251438 0.0229563 0.019814 0.0186087 0.0175199 0.0059107 0.0116092 0.00953501 0.00825646 0.00701776 0.00966659 0.00836567 0.00617816 0.00438495 0.00300531 0.00451969 0.0028782 0.00401245 0.00328954
internal_count=3910 3879 3755 3453 3388 3208 2709 2524 2449 1904 1844 1468 1429 1283 1242 1229 160 1069 922 513 440 545 494 292 247 59 127 55 381 193
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=17
num_cat=0
split_feature=15 42 2 50 47 39 39 133 3 12 47 43 49 4 16 16
split_gain=0.000119458 0.000213105 0.000173224 0.000157623 0.000161577 0.000134674 0.000185893 0.000186307 0.000229197 0.000167776 0.000264586 0.00016023 0.000128049 0.000167775 0.000134108 0.000236088
threshold=0.079360000000000014 0.08401500000000002 0.14073000000000005 0.086465000000000014 0.13206500000000002 0.092870000000000022 0.005105000000000001 0.086975000000000011 -0.15464999999999998 0.10333000000000002 0.09252500000000001 -0.078644999999999979 -0.006494999999999999 0.0057500000000000008 0.050115000000000007 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 10 11 -10 13 -13 15 -14
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 14 -15 -16 -17
leaf_value=0.0018849462879576776 -0.0017450381513668854 0.00069240923146163258 0.001960275469114643 -0.0013832520730827213 -0.00151318924872016 -0.0013275277062402494 0.0018521421252927842 -0.0015006031693833416 -0.0011342624020375138 0.0015471829034287398 -0.0017372554226525901 -0.00154297851733034 -0.00020401454366989096 0.00088659463318041271 -0.00032116175848235785 0.0024807041945582834
leaf_weight=0.0017603149400891001 0.0019848709520644539 0.0011896295895610642 0.0010062724389349733 0.0015239367024251485 0.0011432179971526671 0.0010429602436445298 0.0015633462631599046 0.00122410225346098 0.0014263475416078659 0.0014711602265060153 0.0016939639858598596 0.0011446118485869431 0.0010450584225163428 0.0012151067042349695 0.0010966672433219138 0.0019404238730478104
leaf_count=161 721 715 180 396 46 138 181 339 249 101 176 99 77 63 113 155
internal_value=0 -0.000831616 0.000118326 2.22457e-05 0.000142798 0.000256679 0.000362721 0.000196612 0.000359002 0.000115545 -0.000104715 0.000246758 0.000552541 -0.000291901 0.00104068 0.00154093
internal_weight=0 0.0031745 0.0202975 0.0192912 0.0177673 0.0166241 0.0155811 0.0140178 0.0127937 0.0110333 0.00956218 0.00786822 0.00644187 0.00235972 0.00408215 0.00298548
internal_count=3910 1436 2474 2294 1898 1852 1714 1533 1194 1033 932 756 507 162 345 232
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=18
num_cat=0
split_feature=124 4 0 15 43 12 2 133 48 14 13 1 48 52 151 16 4
split_gain=0.00012242 0.000120855 0.000148242 0.000211619 0.000188264 0.000228915 0.000182653 0.000300004 0.000246117 0.000290194 0.000210485 0.000254819 0.000192645 0.000234935 0.000205984 0.000215794 0.000214505
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.10363000000000001 0.083940000000000015 0.096055000000000015 0.097940000000000013 -0.0056849999999999991 0.12675000000000003 -0.13131999999999996 -0.089899999999999994 0.10264000000000002 0.091690000000000008 -0.092854999999999979 -0.0074049999999999993 -0.15168999999999996 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 7 -3 9 -8 -11 -12 13 -9 -15 -16 -17
right_child=-2 2 4 -5 -6 -7 8 12 -10 10 11 -13 -14 14 15 16 -18
leaf_value=-0.0014251614101288401 0.001448932261718712 -0.0027703490920780289 0.00305660928789208 -0.0019818939283293073 -0.00049813457529980076 0.00012833141290684243 -0.00077881416609297657 -0.0014373347986049499 -0.0013018937257267414 0.0031670951569729051 -0.0007332124844996147 0.0023909124102106591 -0.0020187426279865846 0.0019228014897460974 0.0014609795884429307 0.00053535991654959307 -0.0021189924250988707
leaf_weight=0.001366252539783063 0.0011791646496240307 0.0010580334282310261 0.0012056767281939376 0.0013024034126175024 0.0014063028633586327 0.0011027741533728985 0.0013716981350014867 0.0016292350576975721 0.0012001913302837064 0.0013679257335084127 0.0011063152447773053 0.001147543190777589 0.0010380741663790216 0.0016905705006754479 0.0014044942385936753 0.0013111297006526933 0.0013162889454526438
leaf_count=174 49 763 136 330 36 63 104 278 80 165 302 142 134 225 135 486 308
internal_value=0 -8.723e-05 1.25364e-06 -0.000182979 0.000841583 0.00165774 -3.31906e-05 -0.000439593 0.000586735 0.00104067 0.00172977 0.000857423 -0.000145662 0.00011882 0.000561869 -8.76572e-06 -0.000794422
internal_weight=0 0.0220249 0.0206587 0.0169439 0.00371475 0.00230845 0.0156415 0.00944783 0.00619367 0.00499348 0.00362178 0.00225386 0.00838979 0.00735172 0.00572248 0.00403191 0.00262742
internal_count=3910 3861 3687 3452 235 199 3122 2329 793 713 609 444 1566 1432 1154 929 794
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=18
num_cat=0
split_feature=14 1 16 376 160 160 475 42 12 43 42 12 43 12 49 160 2
split_gain=0.000116282 0.00010505 0.00015253 0.000145407 0.000198464 0.000199445 0.000223863 0.000277977 0.000205795 0.00021114 0.000209978 0.000229765 0.000151999 0.000159196 0.000138213 0.000280609 0.000238197
threshold=0.077685000000000018 0.12730000000000002 -0.061204999999999989 0.048375000000000008 -0.098319999999999991 -0.081069999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10058500000000002 -0.069974999999999996 0.060615000000000009 0.084535000000000013 -0.079109999999999986 0.085665000000000005 -0.073619999999999977 0.088785000000000017 0.088735000000000022
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 9 12 11 14 13 -9 -11 16 -16
right_child=-2 2 -4 -5 5 6 7 8 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0021999261685701132 -0.00175806343865342 0.0025737081408410177 0.00010193741365269802 0.0014677437809007387 0.002177633322968847 -0.0024114061891222639 -0.0023631424980886323 0.0021553327378005158 -0.0018532640120586844 -0.0018838641476316897 -0.0020961506278768843 0.0022851917067353159 0.0032545112988723352 -0.00074461603231137637 0.0010529927723319078 0.0023856186010149738 -0.0020069880675586027
leaf_weight=0.0013292660052993668 0.0010332619043745264 0.0011050931416768661 0.0019914169374635185 0.0015881139910495215 0.0010639252894649167 0.001211748630119123 0.0013003737169128915 0.0011485150335229788 0.0012143102931057867 0.0010542562291044888 0.0011719321103276226 0.0013866077791604425 0.0010681005590613682 0.0010152585354224752 0.001318059277724438 0.0012574469038355574 0.0016072665969550926
leaf_count=456 126 207 131 142 239 341 819 137 152 51 548 82 100 173 61 34 111
internal_value=0 7.36925e-05 0.000984071 -7.67729e-05 -0.000219822 -5.34216e-05 -0.000214306 -1.77101e-05 0.000231432 0.000460993 -1.43705e-05 0.000353963 0.00160761 0.000794655 -0.000157369 0.00027779 -0.000628258
internal_weight=0 0.0218317 0.00309651 0.0187352 0.0171471 0.0158178 0.0147539 0.0135421 0.0122418 0.0110274 0.00779557 0.00662364 0.00323187 0.00216377 0.00523703 0.00418277 0.00292533
internal_count=3910 3784 338 3446 3304 2848 2609 2268 1449 1297 887 339 410 310 257 206 172
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=17
num_cat=0
split_feature=15 158 156 159 0 160 133 52 0 457 2 2 48 13 16 1
split_gain=0.000110279 0.000175749 0.000141867 0.00019283 0.000140203 0.000125204 0.00025054 0.000176805 0.000471683 0.000252657 0.000334272 0.00025222 0.000219366 0.000193872 0.000135697 0.000114442
threshold=-0.24219999999999997 0.085745000000000002 0.085790000000000019 0.073745000000000019 -0.14070999999999997 -1.0000000180025095e-35 -0.0023199999999999996 0.10701500000000001 0.15480500000000005 -0.0015249999999999997 0.113945 0.097940000000000013 0.085790000000000019 0.16421000000000002 -0.083564999999999987 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 -7 8 9 -8 11 12 13 14 -11 -14
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 15 -15 -16 -17
leaf_value=-0.00036023477261968201 -0.0011971839388929262 -0.0017993298646360332 -0.0013350107422248994 0.0020470150848862926 0.0017633705339591839 -0.0018363012041681379 -0.0017873326796250153 0.0016677594669669128 -0.0029184818228431965 0.0029535485677525584 -0.0015527666682130185 0.0027262581215047148 0.00044390322920869472 -0.0003791691161163038 0.00097791255070941757 -0.0017705785088574758
leaf_weight=0.0011626252334878129 0.0017244631032750637 0.0012703902029714267 0.0016012013948294426 0.0010421406560902615 0.0015853918774007538 0.0012744470400262936 0.0010180700058293199 0.0018117228459035859 0.0010130642831427403 0.0013097019042295202 0.0012734912537784027 0.001499018535789598 0.0010121067531243533 0.0012016208925984539 0.0017553884824819685 0.0010018962874269732
leaf_count=72 580 333 449 237 245 727 110 160 30 120 145 162 64 70 359 47
internal_value=0 -0.000128014 -1.34828e-05 0.000111452 0.00086492 -1.54517e-05 0.000128358 0.000322514 0.000102635 0.000406527 0.000653235 0.00101434 0.00060576 0.00120216 0.00182209 -0.000657724
internal_weight=0 0.0198087 0.0185383 0.0169371 0.00274802 0.015895 0.0141705 0.0128961 0.0110844 0.0100713 0.00905322 0.00777973 0.00628071 0.00426671 0.00306509 0.002014
internal_count=3910 3593 3260 2811 317 2574 1994 1267 1107 1077 967 822 660 549 479 111
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=15
num_cat=0
split_feature=1 0 43 43 2 160 39 48 4 47 0 15 3 16
split_gain=0.000117118 0.000203822 0.000167978 0.000168272 0.000158956 0.000211802 0.000122754 0.000159608 0.000204319 0.000374159 0.000275185 0.000264105 0.000131896 0.000100213
threshold=0.087480000000000016 -0.070894999999999986 -0.18906999999999999 0.070805000000000021 0.084235000000000018 0.08234000000000001 0.085060000000000011 0.12675000000000003 0.0057500000000000008 0.09252500000000001 -0.087899999999999992 -0.43091499999999999 -0.005644999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 8 10 11 -2 -10 -8 -13
right_child=6 2 3 -5 5 -7 12 -9 9 -11 -12 13 -14 -15
leaf_value=0.00032993992839715978 0.00066039838275377537 0.0018887835666576641 -0.0016471765010659671 0.00073152720152119377 -0.003477333436807329 -0.00042878127746248104 0.0028267666487652773 -0.0017051409430147927 9.3286642189557893e-05 -0.0011066179936638206 -0.0023504187241323118 0.0017610100551408239 0.00032580534562028307 0.0037776179710748677
leaf_weight=0.0010284650760878089 0.0018235083762234722 0.0012687082754521128 0.0015971803194836931 0.0018015172719128558 0.0014824736921281653 0.0011536372178581333 0.0010320303866095115 0.0012936604332400856 0.0018638903139622798 0.0019935415075368335 0.0016426513349124244 0.001539008408363074 0.0014349776245673193 0.0012890951431892006
leaf_count=307 167 44 298 81 1309 245 199 80 117 132 607 129 137 58
internal_value=0 -0.000507328 0.000232107 -0.000386318 -0.00144911 -0.0021432 0.000292545 5.98632e-05 0.000284783 0.000829807 -0.000766461 0.00165256 0.00137204 0.00268021
internal_weight=0 0.00833198 0.00466741 0.0033987 0.00366458 0.00263611 0.0139124 0.0114454 0.0101517 0.00668554 0.00346616 0.00469199 0.00246701 0.0028281
internal_count=3910 2284 423 379 1861 1554 1626 1290 1210 436 774 304 336 187
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=1213 52 1456 453 1 133 11 3 49 3 13 2 133 1374 15 4 4 14 39 47 48 48 2 1 12 16 12 13 160 2
split_gain=0.000562047 0.000549737 0.000537186 0.000745016 0.000547229 0.000715341 0.000775817 0.000645216 0.000800005 0.000644845 0.000576866 0.000503848 0.000437929 0.00042387 0.000418055 0.000504827 0.0003692 0.000623737 0.000441444 0.000916125 0.000559854 0.000684459 0.000550808 0.000576793 0.000382605 0.00036672 0.00032188 0.000300181 0.00023097 0.00016557
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.089535000000000017 0.10386500000000001 0.10681500000000001 0.080455000000000013 -0.115685 -0.084934999999999997 0.10666500000000002 -0.084184999999999996 0.14808000000000002 0.048655000000000011 -0.049459999999999997 -0.029114999999999999 -0.14963999999999997 0.50657000000000008 -0.23083499999999998 0.16168500000000002 0.13177500000000003 -1.0000000180025095e-35 0.12862000000000004 0.10510500000000002 0.13026000000000001 0.097345000000000015 -0.083564999999999987 1.0000000180025095e-35 -0.0030249999999999995 0.085545000000000024 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 28 10 -10 12 16 -12 -4 -16 17 -6 19 20 26 22 23 24 -22 -15 -19 -27 -9 -29
right_child=1 2 3 -5 11 -7 -8 8 9 -11 13 -13 -14 25 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00080735586161362956 -0.00090050680042612179 -0.00066927276960129616 0.0013442150316874647 -0.0010880201077777625 -0.00078789393382426381 -0.0010362847474419347 -0.0011510964381871228 -0.0011350205671060158 -0.00073682230458039784 0.00076490817026408984 -0.00071628639368346095 0.0012322581319001431 0.001128994256898245 0.00063678206553653824 0.00071297216761439164 -0.00044475073422315227 0.00082512367099222997 -0.00080504747173975016 0.0010196972391235549 -0.00082590052304013276 -0.00048099815247471976 -0.0004894975963843348 0.0012968805468884972 0.0012565443219041269 0.00058238489313549083 0.00047564485077273552 0.0002673684330399325 -9.544050569621089e-06 -0.00031485866734768216 -0.0006510626480545228
leaf_weight=0.0016442368066847115 0.0012193875328494466 0.0019275403372858149 0.001047529990991336 0.0010308474159330663 0.0013672819305554649 0.0012917113054584642 0.0010265687788102431 0.0013628091705726311 0.0019081050468978651 0.002395520567006316 0.001071275329167066 0.0010830439896870039 0.0010279942466240302 0.0027398402717691518 0.0022338933464141064 0.0011033462734415444 0.0015741286336304902 0.001199410457703113 0.0011904807869598253 0.0016883631849395906 0.0013764931143711544 0.0011479513466952085 0.0019590581686026454 0.0010521492503077212 0.0012808519446849687 0.001755499178303809 0.0010117537340477156 0.0022414765582933361 0.0013307798509671898 0.0012173366868262203
leaf_count=592 345 285 32 45 25 376 67 74 334 31 30 135 133 276 34 44 120 51 9 27 49 23 88 22 23 341 16 129 49 105
internal_value=0 2.65601e-05 5.30698e-05 8.72667e-05 0.000117796 -2.42541e-05 3.67356e-05 9.6488e-05 -3.37663e-05 0.000106894 -3.72756e-05 0.000308149 0.000245107 0.000110619 0.000572458 0.00033021 0.000183911 0.00010787 0.000210735 0.000120864 0.000297929 0.000496541 0.000696226 0.000379009 3.15571e-05 0.000221987 -0.000314346 4.03484e-06 -0.000729816 -0.000235328
internal_weight=0 0.0438624 0.042643 0.0407155 0.0396847 0.0227257 0.021434 0.0204074 0.0160226 0.0133291 0.0109335 0.016959 0.0158759 0.00902543 0.00438477 0.00333724 0.0148479 0.0132738 0.0119065 0.010716 0.00902767 0.0068165 0.00566855 0.00370949 0.00265735 0.00795415 0.00221116 0.00521431 0.00269359 0.00345881
internal_count=3910 3318 2973 2688 2643 1922 1546 1479 1369 1246 1215 721 586 881 110 78 453 333 308 299 272 205 182 94 72 851 67 575 123 234
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=17
num_cat=0
split_feature=14 1 0 157 0 16 3 0 2 3 151 1 48 43 13 47
split_gain=0.000115183 0.000120197 0.000259006 0.00017373 0.000221526 0.000279722 0.000308628 0.000235104 0.000278652 0.000221592 0.000238696 0.000147606 0.00012994 0.00014792 0.00013666 6.27298e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 0.082730000000000012 -0.15713499999999997 1.0000000180025095e-35 0.11818000000000002 -0.0088999999999999982 0.10080500000000002 0.086065000000000016 -0.18906999999999999 -0.10939499999999998 0.09252500000000001
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 7 11 9 15 10 -5 -7 13 -4 -15 -9
right_child=-2 3 12 4 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0021070780561066025 -0.0014662091815205026 0.0016152094985655552 0.0011357552305085389 -0.001062351938254498 0.0016011046317491455 -0.0015368924255016064 -0.0028299621643697905 0.00079103345591052224 0.002503105792995188 -0.0021938047854730813 0.0018424257343680449 0.00063984513279586794 0.0014042765668118378 0.00031768032429265895 -0.0015934810433515917 -0.00072441203919980954
leaf_weight=0.0014414990704348356 0.0010260392876800797 0.0017413947750455358 0.0010286343305795356 0.0011950672485845359 0.0017258138665892089 0.0010015697903283938 0.0013232558250297899 0.0011880300655415232 0.0017043102362657714 0.0010252819892733189 0.0010675291068590904 0.0016337798928951486 0.001087080208021618 0.0012543703142995338 0.0018391784048248823 0.0010049584526579114
leaf_count=463 126 246 95 62 250 219 77 356 184 68 70 195 139 26 1260 74
internal_value=0 6.52971e-05 -0.000432239 0.00029177 0.000112695 -0.000117812 -0.00107076 0.000407203 0.00114896 -0.000472039 0.000308169 -0.000187428 3.12196e-05 -0.000330876 -0.000818544 9.65657e-05
internal_weight=0 0.0212618 0.00665076 0.014611 0.0128696 0.0111438 0.00395861 0.00718518 0.0038973 0.00328788 0.0022626 0.00263535 0.00520926 0.00412218 0.00309355 0.00219299
internal_count=3910 3784 1983 1801 1555 1305 491 814 614 200 132 414 1520 1381 1286 430
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=31
num_cat=0
split_feature=481 52 46 14 1374 133 151 2 484 52 0 0 4 16 157 1213 1374 47 1 34 158 42 0 0 12 1 3 0 4 49
split_gain=0.000759669 0.000687921 0.000645769 0.000936296 0.000619649 0.00062907 0.000588323 0.000585098 0.000978589 0.000641594 0.000673615 0.000672374 0.000611625 0.000685851 0.000611277 0.000610412 0.000658025 0.00055045 0.000669263 0.000525543 0.00054802 0.000593055 0.000431649 0.000572093 0.000447108 0.000395256 0.000878188 0.000423966 0.00034605 0.000305239
threshold=1.0000000180025095e-35 -0.42985499999999993 -0.046924999999999994 0.077685000000000018 0.090240000000000015 0.11253500000000001 -0.40391999999999995 0.10910500000000002 -0.083374999999999991 0.084890000000000007 -0.056754999999999993 0.047345000000000005 -0.39075499999999991 -0.52488999999999997 -0.056824999999999994 -1.0000000180025095e-35 -0.094679999999999986 0.13206500000000002 0.12646500000000002 -0.085789999999999991 0.090625000000000025 -1.0000000180025095e-35 -0.070894999999999986 -0.10783 0.085325000000000012 0.10617500000000001 0.12046500000000002 -0.14136999999999997 -0.23071499999999998 -0.085174999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 15 -11 -12 -9 -14 -15 -10 -17 18 19 -18 21 -21 23 29 -25 -16 -27 -28 -24 -23
right_child=-2 2 3 -5 -6 -7 7 12 9 10 11 -13 13 14 25 16 17 -19 -20 20 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=-0.0009976445941006992 -0.0011341949896309898 0.0010965883207222911 -0.00086157815467278586 -0.0010712694525256711 -0.0010106505151154497 -0.00083706539608043994 -0.0012271764863366209 0.0012757689970724498 -0.00075098206980696368 -0.00097285031729372345 0.00053273257690256571 -0.00051953763234955036 0.0012754465864018949 0.0011251663049885972 -0.00061593992246235425 -0.00073407232371809064 -0.00047540520942757753 -0.00056526082486786048 0.0013730816323180395 -0.00021050996894443166 -0.00049460051956366237 9.1845127398841977e-05 0.00045767299309746646 0.00030716506080590825 -0.00078716878371096232 0.0010268295395577107 -0.00060056746417763945 0.00043973744278439806 0.0013374871622239344 0.00091291477621111776
leaf_weight=0.0012581021224467017 0.0011333161908466663 0.0010481538468418697 0.0011605167003239094 0.0014690781656541132 0.0010252342114203108 0.0013928241128040577 0.0011188148439160153 0.001354536372559779 0.0012036190871236299 0.0019370390892567424 0.0022306684857973371 0.002350400319187429 0.0011364304730446815 0.0010045450476701143 0.0016067842823606054 0.0011903544182132455 0.0014669828212277016 0.0012404262306517913 0.0011944644488790504 0.0020775611392245272 0.0012226739057230604 0.0011185398575435102 0.0013994955499896378 0.0023180084849374607 0.0010103814300479463 0.0015342130668433152 0.0020967002143299496 0.0011396933449134838 0.00211734420899391 0.0035995740615923826
leaf_count=345 109 31 62 111 60 462 233 17 214 661 26 45 65 74 129 44 44 11 76 239 74 22 63 137 169 118 33 82 54 100
internal_value=0 3.55243e-06 3.16906e-05 6.15871e-06 4.3624e-05 6.98445e-05 0.000101559 0.000130464 3.15829e-05 8.2466e-05 -0.000294138 -7.15371e-06 0.00041887 0.000282611 0.000129767 0.000198478 0.000255744 0.000318531 0.000381086 0.000308529 0.0003859 0.000464822 0.000586157 0.0004108 -2.5036e-05 -2.70254e-05 0.000171326 -0.000234225 0.000987373 0.000718261
internal_weight=0 0.0460232 0.0447651 0.0437169 0.0422478 0.0412226 0.0398298 0.0386693 0.0287963 0.0276775 0.00651811 0.00458107 0.0098729 0.00851837 0.00738194 0.0211594 0.0199558 0.0187655 0.017525 0.0163306 0.0148636 0.0136409 0.0115633 0.0080465 0.00332839 0.00637739 0.00477061 0.00323639 0.00351684 0.00471811
internal_count=3910 3801 3456 3425 3314 3254 2792 2730 2212 1979 732 71 518 501 436 1247 1033 989 978 902 858 784 545 428 306 362 233 115 117 122
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=31
num_cat=0
split_feature=1429 1374 457 1213 484 160 133 38 124 475 42 12 376 1374 453 158 34 151 49 133 49 3 52 2 12 13 0 42 52 4
split_gain=0.000560163 0.000481041 0.000494614 0.00051867 0.000461994 0.000418076 0.000446449 0.000442091 0.000605458 0.000463832 0.000501877 0.00060448 0.0004214 0.000364249 0.000311001 0.000449627 0.000435119 0.000441117 0.000450999 0.000800928 0.000738372 0.000410633 0.000368961 0.000581831 0.000652396 0.000290928 0.000402122 0.000554928 0.000357513 0.000201397
threshold=-1.0000000180025095e-35 0.090240000000000015 -0.107555 -1.0000000180025095e-35 -0.083374999999999991 -0.40446999999999994 0.10681500000000001 0.084445000000000006 -0.086804999999999979 -0.084049999999999986 -0.10770999999999999 1.0000000180025095e-35 0.084770000000000026 -0.094679999999999986 1.0000000180025095e-35 0.085745000000000002 -0.0011599999999999998 0.084350000000000008 -0.085974999999999982 -0.10260499999999999 -0.036809999999999996 -0.055684999999999991 0.084890000000000007 0.11085000000000002 0.088325000000000015 -0.17606499999999997 -0.072864999999999985 0.084100000000000022 -0.0066199999999999991 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -11 13 -12 15 16 -15 18 21 -20 -21 -18 25 24 -24 -22 27 28 -27 -28
right_child=1 -3 3 4 5 6 -8 -9 9 10 12 -13 -14 14 -16 -17 17 -19 19 20 22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0009039876970826842 0.00090169350647388612 -0.00087994468862493107 -0.00077972608507316066 -0.00079155825004555017 -0.00065978579318501428 0.0010852367973480084 -0.0006080917977683342 -0.00056512873106330291 -0.00068069656253986707 0.0001809478559289041 -0.00047722751246060638 -0.0010881838828894228 0.0010319852389635 -0.00048985185291584399 -0.0004253138616150345 -0.00050190285534905464 0.00034603715145743816 -0.0003227532539202035 -0.0006949356621789531 0.0011900075020633218 0.0012169113757206529 -0.00077726536945236634 -0.00084903386849207742 0.00074950276514024097 0.0003121280360660796 -0.00017319617847808715 0.00042328193138553333 -0.00056587925192968732 0.0007220895563037834 0.0011564026422856354
leaf_weight=0.0012162410244309632 0.0010953063594705261 0.0010444989028419718 0.0014220252376986034 0.0011512523797874699 0.0013646765990384937 0.0011585359698242917 0.0015517297531600907 0.0015854498988234758 0.001229121317302794 0.0014153310105733388 0.0014479860505787192 0.0012139455750956318 0.0010166544489898502 0.0012071438457710295 0.0013006492289200358 0.0013530119214233407 0.001226847087636429 0.0016906949424537734 0.0010014327307900908 0.0024436661854494437 0.0010549849055845268 0.0010530001669302172 0.0014868108698202773 0.0017189515903801578 0.0019442396464137701 0.0010515389156147094 0.0010413416641199547 0.0011099571659188845 0.0029708212915507846 0.0017471558718326289
leaf_count=181 51 77 591 290 250 93 404 73 174 40 35 93 67 81 65 158 43 51 235 109 37 39 90 35 97 63 50 135 121 82
internal_value=0 4.37265e-06 2.68714e-05 2.89181e-06 3.17707e-05 5.71242e-05 8.42848e-05 0.000115454 0.000148267 0.000114051 0.000146083 -0.000405014 0.00019808 0.000166505 0.000203199 0.000237117 0.000281071 0.000324273 0.00037938 0.000451024 0.000520284 -0.000172786 0.000404427 0.000122885 -0.00019105 0.000565966 0.000479265 0.000260112 0.000488041 0.000882625
internal_weight=0 0.0420988 0.0410543 0.039959 0.0385369 0.0373857 0.036021 0.0344693 0.0328838 0.0317253 0.0304962 0.00262928 0.0278669 0.0268502 0.0254022 0.0241016 0.0227486 0.0215414 0.0198507 0.0175709 0.0165695 0.00227985 0.0141258 0.00515 0.00343105 0.0089758 0.00792081 0.00513232 0.00402236 0.0027885
internal_count=3910 3729 3652 3601 3010 2720 2470 2066 1993 1900 1726 133 1593 1526 1491 1426 1268 1187 1136 1054 819 82 710 222 187 488 451 319 184 132
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=19
num_cat=0
split_feature=1 50 12 12 42 51 12 13 160 151 43 51 16 51 4 42 42 1
split_gain=0.000107149 0.000181316 0.000182566 0.000170983 0.000150792 0.000239577 0.000192783 0.000152362 0.000150226 0.000130094 0.000128855 0.000265621 0.000353916 0.000201612 0.000107501 0.000106734 5.15988e-05 3.23272e-05
threshold=0.10444500000000001 0.083475000000000008 0.10058500000000002 -0.071274999999999991 -1.0000000180025095e-35 -0.084249999999999978 0.090840000000000018 -0.084184999999999996 0.087825000000000014 -0.024429999999999997 -0.075819999999999985 0.12342500000000002 -0.52908499999999992 -0.07174999999999998 -0.070414999999999991 -0.085679999999999992 1.0000000180025095e-35 0.11377000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 7 -7 9 -9 15 12 -12 -14 -11 -5 -8 -15
right_child=3 -3 -4 10 5 6 16 8 -10 14 11 -13 13 17 -16 -17 -18 -19
leaf_value=-0.0015066331588237483 0.0020549584074788562 -0.0021635208119015342 -0.0019839417792645864 0.0001071471538822518 -0.0018756764697098727 -0.0010846377012716281 0.0024644592166881965 0.0023655499170794209 -0.0008534250954295989 0.0014630566726817162 -0.00080616044787540093 -0.001540364508347423 0.00039744031796719607 0.0033273852823004013 -0.0004216826652643789 -0.0019419532260049903 0.0010170625462246792 0.002151852270703543
leaf_weight=0.0011918138226583936 0.0011417086986333655 0.0010162833139951153 0.0010373871757046122 0.0012091477066467071 0.0010315761961244294 0.0017292138355771459 0.0010155585413667012 0.0010600736571506654 0.0012827821268039385 0.0012008747581142599 0.0016546737573035495 0.001136243944527493 0.0013009023720220734 0.0010139709199918885 0.001430879940204733 0.0010036553760155451 0.0011145961885207223 0.0010049275456698314
leaf_count=616 279 619 296 36 300 448 40 81 104 132 67 59 87 78 149 129 252 138
internal_value=0 -0.00027916 -0.000120823 0.000369338 5.39718e-05 0.000242502 0.000489849 0.00010306 0.000515914 0.000991711 0.000138127 0.0004859 0.000948729 0.00182341 0.000438328 -0.000822258 0.00170711 0.00274225
internal_weight=0 0.013111 0.0120948 0.00946523 0.0110574 0.00986556 0.00883398 0.00670382 0.00497461 0.00369183 0.00832352 0.00611072 0.00497447 0.0033198 0.00263175 0.0022128 0.00213015 0.0020189
internal_count=3910 3037 2418 873 2122 1506 1206 914 466 362 594 429 370 303 281 165 292 216
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=31
num_cat=0
split_feature=1429 403 480 31 457 457 151 4 11 15 151 133 3 39 1 15 42 159 50 0 3 3 13 13 16 4 4 0 2 147
split_gain=0.000621802 0.000599542 0.000586225 0.000595322 0.000563295 0.000903826 0.000547125 0.00059688 0.000824608 0.000689017 0.00095846 0.000692401 0.000720399 0.000545939 0.000865861 0.000566618 0.000757533 0.000530787 0.000396979 0.000389527 0.000329735 0.000387974 0.00033734 0.000262658 0.000412064 0.000410034 0.000290902 0.000261121 0.000589842 0.000748844
threshold=-1.0000000180025095e-35 0.10020000000000001 0.086640000000000009 -1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -0.40391999999999995 0.24280000000000004 0.080455000000000013 -0.095799999999999982 -0.079329999999999984 0.10681500000000001 0.13772500000000001 0.16168500000000002 0.13148500000000005 0.084565000000000015 0.090085000000000012 0.092630000000000018 0.084340000000000012 -0.15007499999999999 -0.115685 -0.084129999999999996 -0.086849999999999997 -0.0097449999999999985 -0.088734999999999994 -0.020179999999999997 0.0066400000000000009 -0.11756999999999999 -0.13811499999999996 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 3 -2 -5 -6 -7 8 9 10 -8 12 13 14 15 17 -17 18 20 -9 -11 -22 -23 -24 -25 -26 -27 -21 29 -29
right_child=1 -3 -4 4 5 6 7 19 -10 11 -12 -13 -14 -15 -16 16 -18 -19 -20 27 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.00097642640793802078 0.00088817658748202338 -0.00100766055565952 -0.00077721400682395278 0.00094808424219327463 -0.0011783343864350802 -0.00085343502079888143 0.00056626548358508705 0.00093666391464785009 -0.0012219714707884838 0.00074320964165666074 -0.0010016463973919149 -0.000869392001224579 0.00078476905009531488 0.00098133895540343584 -0.0010076029000371885 -0.0010333598032956481 0.00045065828883138112 -0.00065553054993969283 -0.00053917387672314026 -0.00029315288710789818 -0.00054843657363804908 -0.00042734784955626546 0.00075440142182051041 0.00083409864644311033 0.00055257998929747021 -0.00094738448792050555 8.2801397735763401e-05 0.00056472003880854492 0.00087785774375345217 -0.00092675523955645012
leaf_weight=0.0012301001695101945 0.0016038820976469461 0.0010599888853129449 0.001606214483820644 0.0012370630671476581 0.0011758671219315167 0.001241223163178872 0.001040356789492769 0.001940579003938625 0.0010359062156486401 0.0029913784004804616 0.0025021349552240548 0.0012992889007149558 0.0030308268325054391 0.0011620676100960728 0.0014504856851544892 0.0017257730878801327 0.0010383751303941757 0.0012519964276971338 0.0010362070110481189 0.0013854390107379544 0.0010932613612465352 0.0010077672031814063 0.0027805415647801342 0.0014687637830661428 0.0013519994596293741 0.0010086089082204531 0.0010590909939889315 0.0014893834881140045 0.0023592681431764406 0.0011053449325117981
leaf_count=181 106 277 228 45 188 84 45 101 117 51 200 381 73 17 21 503 154 142 140 62 197 63 132 17 48 74 22 50 187 4
internal_value=0 1.27425e-05 3.70599e-05 6.75663e-05 3.5674e-05 7.47881e-06 4.3364e-05 7.29568e-05 -1.89218e-05 2.51168e-05 -0.000541183 0.000106151 0.000160186 6.75114e-05 1.2387e-05 9.54397e-05 -0.000475876 0.000200373 0.000278037 0.000398469 0.000344394 0.000222285 0.000319394 0.000417522 0.000225906 -3.53126e-05 -0.000419716 0.000233721 0.000381067 -7.0643e-05
internal_weight=0 0.0455391 0.0444791 0.0428729 0.041269 0.0400319 0.0388561 0.0376148 0.0293348 0.0282989 0.00354249 0.0247564 0.0234571 0.0204263 0.0192642 0.0178138 0.00276415 0.0150496 0.0137976 0.00828001 0.0127614 0.00977003 0.00867677 0.007669 0.00488846 0.0034197 0.0020677 0.00633944 0.004954 0.00259473
internal_count=3910 3729 3452 3224 3118 3073 2885 2801 2397 2280 245 2035 1654 1581 1564 1543 657 886 744 404 604 553 356 293 161 144 96 303 241 54
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=18
num_cat=0
split_feature=38 124 484 1375 457 1 132 13 49 1 39 15 12 3 2 47 12
split_gain=0.000112336 0.000237931 0.000208097 0.000150512 0.000163049 0.00019322 0.000145605 0.000234031 0.000211737 0.000284145 9.83518e-05 9.65169e-05 0.000109527 9.06065e-05 0.000249536 7.10688e-05 4.59869e-05
threshold=0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -1.0000000180025095e-35 0.082870000000000013 0.13662500000000002 0.080815000000000012 -0.083924999999999986 -0.010424999999999999 0.077800000000000022 0.08512500000000002 -0.0039399999999999991 0.095295000000000019 0.096385000000000012 0.075670000000000015 0.096850000000000006 0.081080000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 6 7 11 -9 16 -1 -5 -13 14 15 -11 -10
right_child=-2 2 3 4 -6 -7 -8 8 9 13 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00047647480716027612 -0.0012780620089885069 -0.0015328801190814382 -0.0011462453031834228 -0.0002340257964321036 0.0013884912191730321 0.0012937141547374835 0.001089900726073617 -0.002071258685515521 -0.0010098208380546567 -0.0010382404915582908 0.0022153404761738088 0.0018303575591434604 0.00012886360619600006 -0.000699698409633441 0.0019766618802695333 0.00044371839799627825 -0.0022069682219949451
leaf_weight=0.0010267212380511417 0.0010403453798097919 0.0014337599453021202 0.0015472004352106153 0.0016571407020883888 0.0015101774624284294 0.001669103268981926 0.0013651011553588175 0.0013988876931030365 0.001005269876087846 0.0010324595756069366 0.001018131439041059 0.0012359955598683333 0.001145709515466331 0.001314024488983101 0.0011907612655233102 0.0010022682373742597 0.0010119225174538074
leaf_count=85 85 592 138 248 167 154 255 104 50 336 195 291 30 80 166 73 861
internal_value=0 5.56861e-05 -7.90923e-05 3.6156e-05 0.000146769 2.19927e-05 -0.000136893 -0.000276515 -0.000671073 -0.000372341 0.00134226 0.000500673 0.00101186 0.000177793 0.000535273 -0.000308256 -0.00161037
internal_weight=0 0.0215646 0.0195198 0.018086 0.0165388 0.0150286 0.0133595 0.0119944 0.00795559 0.00655671 0.00204485 0.00403885 0.00238171 0.00453951 0.00322549 0.00203473 0.00201719
internal_count=3910 3825 3545 2953 2815 2648 2494 2239 1670 1566 280 569 321 655 575 409 911
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=30
num_cat=0
split_feature=52 151 4 31 2 49 133 52 52 2 52 159 14 13 52 0 16 0 0 2 43 13 15 2 4 4 3 151 16
split_gain=0.000728068 0.000553883 0.000586367 0.000529178 0.000524735 0.000511683 0.00049743 0.000593524 0.000626182 0.000603136 0.000697919 0.000579418 0.000495082 0.000488591 0.000484389 0.000469594 0.000965313 0.000916164 0.000706129 0.000655037 0.000482339 0.000362583 0.000362511 0.000272117 0.000245401 0.000186202 0.000215697 0.000165394 0.000152646
threshold=-0.42985499999999993 -0.40391999999999995 0.28937500000000005 -1.0000000180025095e-35 -0.13811499999999996 0.13906000000000002 0.10681500000000001 0.11401500000000002 0.40565000000000007 0.097940000000000013 0.10062000000000001 0.09141500000000001 -0.46637499999999993 -1.0000000180025095e-35 -0.013104999999999999 -0.074249999999999997 0.099280000000000021 -0.053834999999999994 -0.10575999999999998 0.08400500000000001 -0.34918499999999997 0.043015000000000005 -0.008624999999999999 0.11125500000000001 -0.019454999999999997 0.0057500000000000008 0.090325000000000003 -0.044604999999999992 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 21 6 7 9 -9 11 13 15 -6 14 -11 18 -17 -18 22 -20 -19 -4 25 -15 -24 27 -27 -5 -14
right_child=1 2 4 5 12 -7 -8 8 -10 10 -12 -13 28 23 -16 16 17 20 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30
leaf_value=-0.0010678560815814099 -0.00093310440194889455 0.00081617359066202689 0.00045303010571651615 -9.6508476072067461e-05 -8.2927581236338181e-05 0.00087042261067543289 -0.0009008994702740076 -0.0011441382699666691 1.1722501734964299e-05 0.0010446661545118448 0.0013607104507291081 -0.0010901196778818152 0.0013641992497038012 -0.00067807483655791493 3.9291607392838866e-05 0.0011708196884759529 0.00086803178095031842 -2.0615496011780295e-05 -0.0013990905236076592 -0.00018330676373765851 -0.0013722576268812409 -0.00064968336297219415 3.911562485614272e-05 0.00013059219914499443 0.00099634297403962662 -0.00033589702711760014 0.00052471709716508193 -0.00089373172320682725 0.00072899890037188145
leaf_weight=0.0012413036602995078 0.0011569279650949218 0.0013942851175392504 0.0011906657701370449 0.0010047977755607285 0.001045444338391377 0.0011023804398584405 0.0014503734110729019 0.0018949376079127047 0.0017846036024141698 0.001772255297062042 0.0011111758504167568 0.0011633832690073334 0.0014426485913576759 0.0014580353871216367 0.0020003675517958897 0.0016320008910071316 0.0011183383331498931 0.0010227534980913333 0.0016133107177804798 0.0018834576980529261 0.0010483836632033672 0.0011488960996075548 0.0010564782439952403 0.0018529133686691068 0.0010442711250071507 0.0011804406565314451 0.0011062079188377538 0.0010368483935634387 0.0015271740540251924
leaf_count=353 71 58 51 29 58 56 481 224 224 142 32 194 68 59 105 74 21 7 374 734 40 17 37 66 28 37 16 42 212
internal_value=0 2.14149e-05 5.04095e-05 -2.73454e-05 0.000438668 -6.61125e-05 -0.000101427 -5.96942e-05 -0.000583538 2.02673e-05 0.000328908 -0.000138697 0.000745821 0.000167053 0.000511584 -6.36417e-05 0.000294888 -0.000153312 -0.000237798 -0.000744235 -0.0007048 -8.84829e-05 3.76543e-05 -0.000225519 0.000514948 -0.000194002 8.04407e-05 -0.000501378 0.00103756
internal_weight=0 0.0392438 0.0380868 0.031732 0.00635483 0.0303377 0.0292353 0.027785 0.00367954 0.0241054 0.00819475 0.0159107 0.00401527 0.00708357 0.00377262 0.0147473 0.00482148 0.00318948 0.00992581 0.00349677 0.00207114 0.00233956 0.00642904 0.00331095 0.00210075 0.00432829 0.00228665 0.00204165 0.00296982
internal_count=3910 3557 3486 3080 406 3022 2966 2485 448 2037 404 1633 338 372 247 1439 142 68 1297 1108 47 68 189 125 65 124 53 71 280
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=17
num_cat=0
split_feature=4 11 16 2 0 16 15 40 133 1 52 151 13 13 2 15
split_gain=0.00010602 0.000217103 0.000158461 0.00017017 0.000228139 0.000192566 0.000218954 0.000255963 0.00022117 0.000195036 0.000120529 0.000112205 0.000159063 0.000105534 7.93738e-05 7.56328e-05
threshold=0.27020000000000005 0.077165000000000025 -0.41163499999999992 0.10910500000000002 -1.0000000180025095e-35 -0.15168999999999996 0.05377500000000001 -1.0000000180025095e-35 -0.0047949999999999989 0.094695000000000015 -0.013104999999999999 -0.0074049999999999993 -0.074599999999999986 -0.0064299999999999991 0.079395000000000007 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 14 7 -7 -9 11 -5 -10 -13 -2 -4 -15
right_child=13 -3 3 4 -6 6 -8 8 9 -11 -12 12 -14 15 -16 -17
leaf_value=-0.0014257199030193693 0.0014236564080513153 -0.0018825279385073226 0.0016135193805418778 0.0010864355123203851 0.0023511858578222577 -0.0015739880730917272 -0.0018348658366428969 0.001830165583303703 0.00022805448244343145 0.00090276253894669585 -0.00066066031166745463 8.4619028921098031e-05 -0.0017754812254613247 -0.00061861539162877497 0.00014887766767660054 0.00066857355690578071
leaf_weight=0.0011489041296560655 0.001397841004351183 0.0010122734148386705 0.0011430023853855583 0.0011419624637565851 0.00104454925131403 0.0015722072817652153 0.001326079538634257 0.0010226753668970707 0.0017429042635060416 0.0019983136698087378 0.0012487701043014388 0.0011680488120841253 0.0017127400486443888 0.0012060793558320571 0.0010938022713256612 0.0016101088725390946
leaf_count=130 280 212 28 214 42 159 1206 201 295 174 168 279 276 67 54 125
internal_value=0 -0.000132874 -3.08742e-05 6.79564e-05 0.00083591 -0.000138474 -0.000358226 -0.000145775 0.000147952 -0.000111842 0.000173861 -0.000550344 -0.00102128 0.000550642 0.000897306 0.000117314
internal_weight=0 0.0183762 0.017364 0.0162151 0.00343528 0.0127798 0.010543 0.00921689 0.00764468 0.00662201 0.00239073 0.00462369 0.00288079 0.00421403 0.0022368 0.00281619
internal_count=3910 3438 3226 3096 424 2672 2590 1384 1225 1024 382 850 555 472 82 192
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=31
num_cat=0
split_feature=31 1429 151 4 11 133 0 1373 2 2 47 0 0 52 0 15 3 15 42 160 15 43 8 16 12 4 49 3 3 13
split_gain=0.00060118 0.000478185 0.000482366 0.000901738 0.000678863 0.000531222 0.000493021 0.000510055 0.00049186 0.000426599 0.000640667 0.000386325 0.000750303 0.00062094 0.000457332 0.00048017 0.000593062 0.000415732 0.000387983 0.000699767 0.000502879 0.000530064 0.000357798 0.000301552 0.000254108 0.000254122 0.00023332 0.000219666 0.000201938 0.000148548
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 0.10681500000000001 -0.017269999999999997 0.085550000000000015 -0.13811499999999996 0.11043500000000002 0.085165000000000018 -0.10575999999999998 -0.089879999999999974 0.085520000000000013 -0.11756999999999999 -0.095799999999999982 0.11818000000000002 0.05377500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053579999999999996 -0.083899999999999988 0.08573500000000002 -0.53943499999999989 0.082640000000000005 -0.41745999999999994 -0.068409999999999985 0.11476000000000001 0.090325000000000003 -0.065789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 22 10 24 13 -13 14 15 28 17 26 -14 -20 -21 -22 -5 -10 -8 -26 -17 -25 -4 -23
right_child=1 2 3 8 -6 -7 9 -9 23 -11 -12 12 18 -15 -16 16 -18 -19 19 20 21 29 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00083254839089518288 -0.00086121782335603207 -0.00087377322097699289 -0.00080537981178542724 -0.00057200336531687329 -0.0010690507771450451 -0.00083273978951893567 0.00023555639715637039 -0.0010324614282174196 0.0013103213702016035 0.00096381172724062272 0.00094015909747781833 -0.00099579395172446445 -0.00058572560631670598 -0.00057347884378565581 0.00090999787227294404 0.00040019026162827767 -0.00055151354360029109 -0.0001165163003961678 -0.00087568687504524447 0.00064847055124342716 0.00066567403090412214 -0.00014701782074533928 0.00052964687265182075 0.00089515163204434108 2.2517904394382055e-05 -0.00091975727324805992 0.001178597754412326 4.4253580598223346e-05 -1.2967421070178727e-05 -0.0008710660393698393
leaf_weight=0.0014769485363605997 0.0012499432633231713 0.0011517766628141848 0.0010573256758359415 0.001040650937625287 0.0012019083452836634 0.001453715024578194 0.0017822969346283973 0.0010005258176395406 0.0013533996397603332 0.0014671728528270478 0.0013499507617780182 0.001901099592464644 0.0020483620558038327 0.0018780230229784598 0.001682995776783206 0.0011636135241879239 0.0010109128289901292 0.0010640885296924196 0.0011716560149221964 0.0030365199797943668 0.0010282592443759961 0.0010016802123984335 0.0010971481581378839 0.0011949160348313495 0.0010180475938010858 0.0010566297050900175 0.0017417227105198654 0.0010177385187095656 0.0012975778690815787 0.0010528653424408804
leaf_count=113 179 84 54 18 132 504 67 56 60 42 13 390 600 99 45 41 39 47 347 166 83 276 45 147 30 14 44 77 36 62
internal_value=0 -4.16508e-05 -1.55993e-05 1.02955e-05 -7.64136e-05 -3.82541e-05 4.88132e-07 -9.24747e-05 0.000503853 0.000322764 0.000142134 -4.99895e-05 -0.000225052 0.000130603 0.000277226 0.000132043 0.000368839 0.000603229 -6.81614e-05 7.72455e-05 0.000259702 -0.00012323 -6.62118e-06 0.000809875 -0.000137177 -0.000457381 0.000866838 0.00050377 -0.000368752 -0.000518061
internal_weight=0 0.0405725 0.0393226 0.0381708 0.0324669 0.031265 0.0298113 0.0231372 0.00570385 0.0066741 0.00520692 0.0221367 0.0112404 0.0108963 0.00901824 0.00733524 0.00498034 0.00396942 0.00933934 0.00729098 0.00611932 0.0030828 0.0021378 0.00356605 0.00385697 0.00207468 0.00290534 0.00221265 0.0023549 0.00205455
internal_count=3910 3797 3618 3534 3187 3055 2551 2385 347 166 124 2329 1924 405 306 261 171 132 1534 934 587 421 63 284 111 44 85 224 90 338
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=19
num_cat=0
split_feature=38 124 484 160 42 43 3 133 43 16 3 157 4 49 48 1 16 2
split_gain=0.00010173 0.000202129 0.00016877 0.000128457 0.000149434 0.000164203 0.000196858 0.000192716 0.00019854 0.000544068 0.000191848 0.000188343 0.000277395 0.00018555 0.000285243 0.000183743 0.000180686 0.000170174
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -0.10770999999999999 0.16180500000000003 0.15165000000000003 0.084630000000000025 -0.074254999999999988 0.15100500000000003 -0.075954999999999981 -0.056824999999999994 -0.092854999999999979 -0.029304999999999998 0.086215000000000014 0.11052000000000002 -0.083564999999999987 0.087995000000000004
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 10 11 16 -10 -13 14 -14 17 -6 -15
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.0015364693003522081 -0.0013935764057418083 -0.001672745683420285 -0.0012858919095994372 -0.001568694462305226 0.0021158458783866441 -0.0015942728893875518 0.0024058011683828553 -0.0016295548900988907 0.0024384586945152011 -0.003251891338106579 0.0031701116512522884 0.0025118496730285049 0.0025103781527148279 -0.0015513166279077864 -0.00091049905196155696 -0.0027040533097616717 -0.00040154497731853154 0.0012065370268358993
leaf_weight=0.001989472741330294 0.0011706958472801334 0.0014399625866534224 0.0015446528910002246 0.0010768144562097936 0.0011858021973305544 0.0010056893559685096 0.0010839666264931278 0.0011468087589484874 0.0010030691332492134 0.0010333456157835819 0.0010105797945008108 0.0010086516738820319 0.0011373617592127551 0.0010652896126000198 0.0011395606694293292 0.0010156334386309529 0.0015184988667400479 0.001025529776868761
leaf_count=277 95 592 473 170 49 200 117 615 67 201 61 34 66 426 40 52 216 159
internal_value=0 6.93597e-05 -8.07736e-05 4.6572e-05 0.00017164 0.000293489 0.000425567 0.000264056 0.000442888 3.26569e-05 0.00137363 0.00049162 0.000186112 -0.000249648 0.000798288 -0.00101775 0.000702299 -0.000198612
internal_weight=0 0.0214307 0.0194412 0.0180013 0.0164566 0.0153798 0.0143741 0.0132901 0.0121433 0.00842844 0.00371488 0.0073951 0.00639203 0.00538338 0.00227692 0.00310645 0.0027043 0.00209082
internal_count=3910 3815 3538 2946 2473 2303 2103 1986 1371 1045 326 844 777 743 106 637 265 585
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=16
num_cat=0
split_feature=15 158 159 15 15 3 43 0 160 52 52 3 2 13 14
split_gain=0.000110127 0.000170531 0.000112143 0.000116574 0.000161465 0.00050607 0.000209558 0.00026052 0.000191857 0.000176594 0.000179546 0.000186354 0.000172331 0.000106461 0.000104058
threshold=-0.24219999999999997 0.085745000000000002 0.073745000000000019 -0.11739999999999999 -0.03231499999999999 -0.08348499999999999 -0.079109999999999986 -0.10462499999999998 0.088485000000000008 0.11401500000000002 0.0033900000000000002 -0.077894999999999978 0.10066500000000002 -0.083924999999999986 -0.10523499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 5 -5 -7 8 -8 10 11 -6 -13 -12 -1
right_child=1 -3 -4 4 9 6 7 -9 -10 -11 13 12 -14 -15 -16
leaf_value=5.6780105969238953e-05 -0.0013734464232031964 -0.0017819066283354568 0.0010471668777964 0.0032495904712725181 -0.0019734460896623654 -0.0019033903224447463 -0.0019597253749022636 0.0017369431330756359 0.0007303293931982662 -0.0019874218144677372 0.0018842290053298339 0.00087805102435568958 -0.0015060220400591115 2.967462202069482e-05 0.0018956775061990774
leaf_weight=0.001489751036752196 0.0014962222020436467 0.0012563575022454662 0.0019265037596514758 0.0012104069144987378 0.0016275295379055118 0.0010836041813708785 0.0011641591033635379 0.0017650708627124896 0.0011245610754144764 0.0013274246357967701 0.0011267499987761553 0.0017786542983038263 0.001034657935705674 0.001639581302893052 0.0011976306164406527
leaf_count=136 221 333 356 169 653 258 92 319 36 287 151 174 88 456 181
internal_value=0 -0.000126502 -1.28851e-05 -0.000137572 -1.33213e-05 0.00054767 -8.89217e-05 0.000396097 -0.000637969 -0.000430571 -0.000143829 -0.000722455 1.25531e-06 0.00078505 0.000876284
internal_weight=0 0.0195615 0.0183051 0.0163786 0.0148824 0.0063478 0.0051374 0.00405379 0.00228872 0.0085346 0.00720717 0.00444084 0.00281331 0.00276633 0.00268738
internal_count=3910 3593 3260 2904 2683 874 705 447 128 1809 1522 915 262 607 317
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=17
num_cat=0
split_feature=14 1 0 3 133 4 47 50 157 2 1 15 2 15 0 0
split_gain=0.000117399 0.000113318 0.000223735 0.000163019 0.000145936 0.000245041 0.000189972 0.000190057 0.000170409 0.000147108 0.000175611 0.000184343 0.000350664 0.000109727 0.000100058 9.49008e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 0.16699000000000003 -0.036599999999999987 -0.17479499999999998 0.11603500000000001 0.082310000000000008 -0.062769999999999979 0.11542500000000001 0.11167500000000001 -0.088379999999999986 0.089910000000000004 0.024640000000000006 0.18055000000000002 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -7 10 11 12 -10 14 15 -4
right_child=-2 3 13 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015053757859710883 -0.0011805921967616663 0.0012177730298902601 0.00013575069036303775 0.0015807683776296886 -0.0016528456397856548 0.001786220253682395 -0.0010252512622786934 -0.001099262627761602 -0.0013831055327410621 0.0014998199984317421 -0.00090650669384094104 0.0013057308632078942 0.0011313333817109567 0.00089219315803102457 0.00055003423789408 -0.0012377418554214389
leaf_weight=0.0015352480353576486 0.0010022681123833524 0.0013590518297941787 0.0010585157580325077 0.0010266432495860131 0.0010164449456784306 0.0011249147984639957 0.0014648140790871631 0.0010182831864349326 0.0013772233090727547 0.0011014598975315482 0.0015866247721204041 0.0018641327041889416 0.0013720130576388989 0.0013400548552876118 0.0012220453531455178 0.0015164939149581178
leaf_count=468 126 226 584 178 215 107 113 275 108 125 123 255 68 851 27 61
internal_value=0 5.26342e-05 -0.000326227 0.000229267 0.000124825 2.74702e-07 0.000154297 0.000337239 0.000510833 0.000314337 0.000103731 0.00045117 -0.000128269 2.61666e-05 -0.000279471 -0.000673137
internal_weight=0 0.020984 0.00667236 0.0143116 0.013285 0.0119259 0.0109095 0.00944465 0.00842637 0.00730145 0.00619999 0.00461337 0.00274924 0.00513711 0.00379706 0.00257501
internal_count=3910 3784 1991 1793 1615 1389 1174 1061 786 679 554 431 176 1523 672 645
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=17
num_cat=0
split_feature=403 39 160 474 160 151 49 13 4 1 12 16 3 40 16 16
split_gain=9.66445e-05 0.000108922 0.000156209 0.000243014 0.000226542 0.000225155 0.000188539 0.000197328 0.000195563 0.000290139 0.000174859 0.000161609 0.000221113 0.000148929 9.65369e-05 8.86273e-05
threshold=-1.0000000180025095e-35 0.085060000000000011 -1.0000000180025095e-35 0.086230000000000015 -0.087874999999999995 -0.084019999999999984 0.089635000000000006 -0.083514999999999992 0.0057500000000000008 0.088135000000000005 0.095295000000000019 -0.094359999999999986 -0.10315499999999998 -0.079539999999999986 0.15100500000000003 -0.0021449999999999998
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 -4 7 10 9 15 -7 12 -10 -3 -15 -9
right_child=1 13 5 -5 -6 6 -8 8 11 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0014459622229148999 -0.00063928321099290103 0.0025338492340151821 -0.0016857835769994646 0.0010455939893221659 -0.0036104667711916111 0.0022507894475786768 0.0021756075434851774 -0.0011698144742222712 0.0011787957318121225 -0.0031862380091228432 -0.00013149283937251329 0.0015641430174304449 -0.0019391394672331401 0.0012339273681441034 -0.00094370095072251472 0.00078181397109413687
leaf_weight=0.0011155705095881796 0.0017047350686609508 0.0010056262345607969 0.0014730327818669462 0.0010787319889502822 0.0010471563013303284 0.0018179228275538853 0.0013385007517212133 0.0010928677444328938 0.0011219032109683891 0.0011629971833506114 0.0013626272132658546 0.0018931212545867382 0.0011793245698026311 0.0010567560391927791 0.0010030626236039453 0.0012737350460476655
leaf_count=930 466 189 177 199 303 301 251 239 31 290 59 86 72 154 39 124
internal_value=0 7.33938e-05 -7.93698e-05 -0.000977025 -0.00176989 0.000171328 0.000394769 0.000176175 -0.000257832 -0.00112993 0.00123016 0.000476053 -0.000419072 0.000947815 0.000173495 -0.000119424
internal_weight=0 0.0206121 0.0175467 0.00383062 0.00275189 0.013716 0.012243 0.0109045 0.00772395 0.0035296 0.00318055 0.00419435 0.00230123 0.00306544 0.00205982 0.0023666
internal_count=3910 2980 2598 968 769 1630 1453 1202 842 653 360 189 103 382 193 363
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=16
num_cat=0
split_feature=38 124 484 1375 457 1 16 16 13 12 2 3 43 47 2
split_gain=0.00010193 0.000187994 0.000127775 0.00012295 0.000126174 0.000159586 0.000134132 0.000181749 0.00012565 0.000195301 0.000118854 0.000135047 0.000143588 0.000103634 0.000140055
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -1.0000000180025095e-35 0.082870000000000013 0.13662500000000002 -0.004514999999999999 -0.055679999999999993 -0.077154999999999987 0.085775000000000004 0.11260500000000001 -0.074234999999999982 -0.079374999999999987 0.085765000000000022 0.093815000000000009
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 -5 11 12 -8 14 -10
right_child=-2 2 3 4 -6 -7 10 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.0014293262917642257 -0.0013392814845732831 -0.0014110853044186729 -0.0012171139584604422 0.0020806776155974549 0.001452286363597517 0.0013989694951095752 -0.00015269294539585167 -0.0021590285230120268 -0.0024557992017170283 -0.00045694688598540528 0.0018159155245541731 -0.00085247393908182518 0.0021042850362588436 0.00032883710610219334 -0.00022909212737599083
leaf_weight=0.0019104783683096946 0.0011237203864828951 0.0013667924960587543 0.0014826433765962035 0.0010241149601311044 0.0014140539255573801 0.0015613951796704115 0.0014035448239650972 0.0012045545645394118 0.0011704911849547694 0.0016298095818315927 0.0010092436576419894 0.0018370419506462139 0.0010017193692636872 0.0011475712189643328 0.0011725490721399556
leaf_count=277 95 592 138 169 165 154 219 295 656 311 156 187 192 90 214
internal_value=0 6.96011e-05 -7.13841e-05 3.59565e-05 0.000155233 2.57242e-05 -0.00014444 -0.000541604 -0.00022453 0.000522289 0.000411357 7.7213e-05 0.00078727 -0.000792339 -0.00134147
internal_weight=0 0.020336 0.0184255 0.0170587 0.0155761 0.014162 0.0126006 0.00734909 0.00614454 0.00265392 0.00525155 0.00424231 0.00240526 0.00349061 0.00234304
internal_count=3910 3815 3538 2946 2808 2643 2489 1735 1440 480 754 598 411 960 870
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=16
num_cat=0
split_feature=52 1 12 43 1 52 15 47 48 1 160 1 160 12 0
split_gain=0.000118934 0.00014035 0.000129692 0.000151102 0.000192096 0.000253542 0.000167212 0.000143003 0.000194985 0.000249752 0.000236804 0.000203184 0.00018633 0.000106731 8.01602e-05
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.085835000000000009 0.084240000000000023 -0.0063699999999999989 0.086425000000000016 0.085875000000000021 0.11287500000000002 0.088485000000000008 0.10720500000000001 -1.0000000180025095e-35 0.084100000000000022 -0.10209999999999998
decision_type=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 11 -10 12 -6 -8 -9
right_child=1 -3 -4 4 7 -7 13 14 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0014415571417987216 0.0014400361025491729 0.0013736403281108568 -0.0014900683829342661 -0.0016459472635175628 -0.00024767600399116672 -0.0023828729097383357 0.0016633274877767593 -0.001373032131368538 -0.0018880585391176982 0.0032583165551646276 0.0010843201270889461 -0.0012174343741817519 0.0023510921446156002 -0.00032782129059635552 0.00038940199046253311
leaf_weight=0.0012641585396596646 0.0017009625896774417 0.0018011313421814881 0.001335657571122 0.0011392029357521595 0.0010641039975995414 0.0016625915704008218 0.0011590183550637193 0.001514733372581567 0.0012752176223739253 0.0010980231243084559 0.0012293528347706584 0.0010076027697226708 0.0016332042730597407 0.0013739365776856138 0.0010009037950080568
leaf_count=401 172 217 133 540 166 860 118 96 120 167 59 80 391 254 136
internal_value=0 8.6845e-05 -4.05388e-05 7.43014e-05 -7.89563e-05 -0.000817169 -0.000108287 0.000321952 0.000664058 0.0012341 -0.000429085 0.000634177 0.00132586 0.00058328 -0.000671807
internal_weight=0 0.0199956 0.0181945 0.0168589 0.0151579 0.00533475 0.00367216 0.00982314 0.0073075 0.00480293 0.00250457 0.00370491 0.00269731 0.00253295 0.00251564
internal_count=3910 3509 3292 3159 2987 1772 912 1215 983 804 179 637 557 372 232
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=31
num_cat=0
split_feature=51 31 1 403 376 1429 14 44 47 0 0 48 133 52 1 1375 51 2 52 47 4 12 43 16 12 13 12 16 12 52
split_gain=0.000687505 0.000729308 0.000681569 0.000615519 0.00057519 0.000494337 0.000505224 0.000425713 0.000528092 0.000611483 0.00084634 0.000634728 0.000570285 0.000766865 0.000520257 0.000561572 0.000645033 0.000519961 0.000445385 0.000428765 0.000409842 0.000343713 0.000309399 0.000377703 0.000584427 0.000267794 0.000253883 0.00017769 6.2086e-05 1.14255e-05
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.14831500000000003 0.096520000000000009 0.088415000000000007 -1.0000000180025095e-35 0.077685000000000018 0.081710000000000019 0.11896000000000002 -0.10575999999999998 -0.074249999999999997 0.12862000000000004 -0.036599999999999987 0.11401500000000002 0.087545000000000026 -1.0000000180025095e-35 0.092340000000000019 0.08400500000000001 -0.081429999999999989 0.09585500000000001 -0.49837999999999999 0.085325000000000012 0.083940000000000015 1.0000000180025095e-35 0.093125000000000013 -0.10241499999999999 0.088325000000000015 -0.092424999999999993 0.084535000000000013 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 14 -12 20 18 -16 19 27 -7 28 -14 -19 23 -22 -25 -20 -24 -11 29 -17
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 12 -13 13 -15 15 16 -18 21 25 -21 22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088715529261986946 0.00097114111091332314 -0.00098023324797576368 0.00088873721576727331 -0.0011308789944926732 0.00095201532389554435 0.00059685798664728396 -0.00078280611584154918 -0.00072829480742795077 -0.00087012816856044258 -0.00060856462941941147 0.0010640653583421384 -0.0006271865901436894 -0.00064341725366216156 -0.00085811233123680877 -0.00013229635124965058 0.0012163025204795916 -0.00012825681568029136 0.00022341854539915734 8.9625211021047678e-05 0.0004068984976399311 0.00096116484586633957 -0.00074309165874544749 -0.0005970291302314116 -0.00031113354681558506 0.00082118786121835252 -0.00084897270725800306 0.00034447679015328381 -0.0013875522560308821 0.00093017110042147944 0.0014004473194254067
leaf_weight=0.0017018524400256299 0.0015256869116895269 0.001096095528597906 0.0015707334379033702 0.001010340063551717 0.0011494217265963216 0.0013756094067138847 0.0016453356539350974 0.0014567920567358774 0.0011886522159461057 0.0010066384755598179 0.0011209445241115992 0.0013106436449561451 0.0010518352525608074 0.0016664164294519787 0.001720132180178525 0.0010372340302566858 0.0013035501106628544 0.0017651949117351573 0.0011350679579753553 0.0018398696870534081 0.0019520816820253369 0.0012202693770354267 0.0011835795938459626 0.0019928348873179402 0.0016207213796843867 0.001255247620049354 0.0010687464098699806 0.0013365798592785876 0.0010132845357162523 0.0018200822690510573
leaf_count=145 112 168 76 269 54 28 113 45 76 81 94 18 83 112 34 60 35 361 29 34 228 788 21 77 70 109 23 444 30 93
internal_value=0 2.09654e-05 -1.53545e-05 -5.23908e-05 -2.32036e-05 -5.41829e-05 -2.5254e-05 1.20173e-05 4.57354e-05 8.10849e-05 -9.68382e-05 0.000299913 0.000114496 1.34713e-05 0.00039712 0.000584708 0.000760548 -0.000559158 -3.79447e-05 0.000963439 0.00017722 -0.00017163 0.00028763 0.000464844 0.000196726 -0.000403269 -0.000150277 -0.0010529 0.00122799 0.0013336
internal_weight=0 0.0414396 0.0399139 0.0383432 0.0373329 0.0361834 0.0350873 0.033442 0.0319852 0.0307966 0.0169858 0.0138107 0.0116572 0.0105362 0.0125001 0.00873415 0.00701402 0.00532868 0.00376592 0.00571047 0.0088698 0.00298546 0.00781796 0.00556564 0.00361356 0.00239032 0.00225233 0.00234322 0.0038706 0.00285732
internal_count=3910 3765 3653 3577 3308 3254 3086 2973 2928 2852 2382 470 708 614 452 286 252 1674 166 217 502 1149 419 375 147 138 44 525 183 153
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=17
num_cat=0
split_feature=14 52 1 0 157 0 16 3 133 0 2 49 51 2 0 0
split_gain=0.000107377 0.00010481 0.000135908 0.0001964 0.000193598 0.000211965 0.000196991 0.000213383 0.000177915 0.00016812 0.000242674 0.000203036 0.000156972 7.60988e-05 0.00018558 4.71407e-05
threshold=0.073890000000000011 -0.40083499999999994 1.0000000180025095e-35 -0.060094999999999989 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 0.082730000000000012 0.083815000000000014 -0.15713499999999997 1.0000000180025095e-35 0.0037600000000000003 0.085845000000000019 0.10869000000000002 0.12500000000000003 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 6 9 -8 -3 11 15 12 -6 14 -5 -11
right_child=-2 2 4 13 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011797611949575003 -0.0013926608615885132 -0.0024049884484335033 0.0018981058254713685 0.0012909158334184938 0.0017264500188491055 0.0017276160384344244 -6.3283236489386895e-05 -0.0024921401506328238 -1.7243493475756003e-05 0.00071302465505211057 0.0024143339612108846 -0.0019127085085364399 -0.00073256626812566201 0.0013005666647947025 -0.0012016892088236582 -0.0006190384091137633
leaf_weight=0.0012572286341506469 0.0010545054625503694 0.0014112059182637597 0.0015325154535643657 0.0010328911446322326 0.0010059979507858769 0.0015786284685043164 0.0019296496638195881 0.0011509586520066506 0.0011121789312826535 0.0011010134873421524 0.0015093983195762356 0.0010984825186532987 0.0010653992145250868 0.0010318951104349439 0.0014054146841613324 0.00102019685655713
leaf_count=389 135 918 194 25 106 184 350 71 706 55 181 57 34 80 50 375
internal_value=0 6.86082e-05 0.000151274 -0.000404859 0.00040783 0.000208535 -3.41573e-05 -0.000970738 -0.00135259 0.000390112 0.00104602 -0.000361133 0.000461683 0.000284293 -0.000145796 7.23685e-05
internal_weight=0 0.0202431 0.0189858 0.00599359 0.0129922 0.0114597 0.0098811 0.00308061 0.00252338 0.00680049 0.00363061 0.00316988 0.0020714 0.0034702 0.00243831 0.00212121
internal_count=3910 3775 3386 1779 1607 1413 1229 421 1624 808 611 197 140 155 75 430
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=31
num_cat=0
split_feature=31 1374 457 1213 453 4 11 1456 15 133 48 3 0 151 4 15 2 48 13 4 4 43 42 52 16 1 1 1 13 150
split_gain=0.000659537 0.000584389 0.000736699 0.000667297 0.000489289 0.000714031 0.00109882 0.000999008 0.000816414 0.000853765 0.000747559 0.000827079 0.000506062 0.000453712 0.000421324 0.000424942 0.000392196 0.000599548 0.000380986 0.000786096 0.00044457 0.000601443 0.000346311 0.00028191 0.000318622 0.000323834 0.000289688 0.000279364 0.000389228 0.000172512
threshold=-1.0000000180025095e-35 0.090240000000000015 -0.15747999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.24280000000000004 0.080455000000000013 -1.0000000180025095e-35 -0.095799999999999982 0.10681500000000001 -0.074859999999999996 0.13772500000000001 -0.18901999999999997 -0.010684999999999998 0.10910000000000002 0.084565000000000015 0.11230000000000001 0.091555000000000011 0.24813000000000004 -0.37626499999999991 -0.0025899999999999994 -0.074254999999999988 0.084435000000000024 -0.023079999999999996 -0.15595499999999998 0.122185 0.10801000000000001 0.081005000000000008 -0.0101 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 -10 14 -7 -9 15 16 17 18 19 -12 22 -22 27 -14 25 26 -25 28 -21 -19
right_child=1 -3 3 4 -6 12 -8 8 9 -11 11 -13 23 -15 -16 -17 -18 29 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.000759364551901714 0.0010304214991369619 -0.00092092324574920184 -0.0008646380904078993 -0.0012518634253520964 -0.00071485671245175302 0.0011458977344377611 -0.0012077434804087512 4.0582018354487721e-05 -0.00084489508006949988 -0.00088533675031947031 -0.00084588498953194627 0.00086469283211749396 0.00084827129208239033 -0.00096204563882410312 -0.00049228500253900738 -0.00044652385515973132 -0.00051694255958381326 0.00060664480666163423 0.00074999390238094852 0.00099373217617638098 0.00035851765631633807 -0.00092900025056981818 -0.00012281790085950207 0.00040085721410900815 -0.00055290712954748716 0.0007006768409473801 -0.00031343117620256965 0.0010863186806770726 -3.9858771802516452e-05 0.0012938519923169128
leaf_weight=0.0017614733193849199 0.0010838232283685292 0.0012471137436831361 0.0016170265980606216 0.0010723819994339903 0.0016102532195887411 0.0011290925117322104 0.001388086345085692 0.001205874658119388 0.0011513713350268509 0.0013647970346072338 0.0013184053089858507 0.0029150965805211362 0.0010256967827331209 0.0020218302062035521 0.0016953274207081028 0.0015993308417970855 0.001019432128504417 0.0015425235888929531 0.0016707695811470922 0.0010196134887767673 0.0013472132940244297 0.0011054614195491683 0.0013506388230344335 0.0018218248914081414 0.0010010555894353068 0.0017495240215071872 0.001986261226987196 0.0014575183834564243 0.0015169361644463098 0.0010127505287300664
leaf_count=113 36 76 591 307 88 65 161 75 78 362 78 73 69 189 37 417 107 60 28 99 83 83 201 89 25 116 59 57 76 12
internal_value=0 -4.82725e-05 -2.22367e-05 -5.02574e-05 -1.6577e-05 1.34162e-05 -8.48306e-05 -2.79174e-05 2.19608e-05 0.000107161 0.000169519 0.000226296 0.000337867 -0.000587463 0.000120893 0.000186025 0.000256468 0.000315563 0.000182086 7.7998e-05 0.000234211 -0.000221788 0.000443468 0.000217575 0.000118941 0.000239957 2.82912e-05 0.000634964 0.000375612 0.000879011
internal_weight=0 0.043047 0.0417999 0.0407161 0.0390991 0.0374888 0.0287754 0.0273873 0.0263149 0.0230872 0.0217224 0.020571 0.00871346 0.0032277 0.0176559 0.0159606 0.0143613 0.0133418 0.0107866 0.00911579 0.00779738 0.00245267 0.00534471 0.00758436 0.00655867 0.00555761 0.00380809 0.00399407 0.00253655 0.00255527
internal_count=3910 3797 3721 3685 3094 3006 2583 2422 2115 1851 1489 1411 423 264 1338 1301 884 777 705 677 599 166 433 358 289 264 148 232 175 72
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=31
num_cat=0
split_feature=31 1213 1429 151 151 4 160 43 475 484 38 13 1 16 49 131 49 47 42 42 39 4 3 2 3 2 52 2 2 43
split_gain=0.00081018 0.000541901 0.00056586 0.000550343 0.000682676 0.000657964 0.000633432 0.00057955 0.000581614 0.000566377 0.000591535 0.000613549 0.000662071 0.000489855 0.000462058 0.000452226 0.000422663 0.000593773 0.00107708 0.000865984 0.00108817 0.000506933 0.000833922 0.000595085 0.000815992 0.000455093 0.000608024 0.000530808 0.000371516 0.000536963
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 -0.15010999999999997 0.50657000000000008 -0.092169999999999988 0.24789500000000006 -0.085289999999999991 0.08654000000000002 1.0000000180025095e-35 -0.083514999999999992 0.11368000000000002 -0.025139999999999999 -0.088729999999999989 0.097135000000000013 0.10513500000000002 0.08801500000000001 -0.049004999999999993 -0.089024999999999979 0.005105000000000001 0.0057500000000000008 0.092005000000000017 0.11339500000000001 0.096385000000000012 0.10510500000000002 -0.081429999999999989 0.086915000000000006 0.099990000000000009 -0.044024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 14 -6 -10 16 17 19 -19 -13 21 22 25 24 -23 26 -21 -28 29 -16
right_child=1 2 3 4 5 -7 7 -9 9 -11 -12 15 -14 -15 28 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00095520774615709685 -0.00087788114651243408 -0.00097483954400100464 -0.00094906695290612362 0.0010804075262470457 -0.0013725148791815462 0.0010183153745348314 -0.0010051364195788159 -0.00096247970845561158 -0.00060919973418545456 0.0009373903711421787 -0.00068235992648434367 -0.0010119401709341555 0.0014474690508312568 -0.00018566662951332162 0.0008416639760591727 0.00085499465595584518 0.00072664171404196248 0.00044922600238953101 -0.0013966532952118661 0.0004723587690345372 0.0014049398583028648 0.00010810676317088448 -0.0014569843838154683 -0.00053605954821392215 0.0014560142190529481 0.00075801208240508717 -9.5684366777823798e-05 -0.0013119430296225124 0.00087989410399276187 -0.0003463956461486212
leaf_weight=0.0017480632050370639 0.0016396691251935871 0.0012900100665822469 0.001245323242805795 0.0012819678566344797 0.0012492722623651531 0.0013020259779256129 0.0010603471553021207 0.0012275084819430562 0.0010676445453734473 0.0015968872182408047 0.0021893921071569613 0.0016759912634664318 0.0011930178579462325 0.0018040368362575157 0.0013388200127735228 0.0011605218097441297 0.0012853032014430435 0.0010421063625078997 0.0018839100816698809 0.0015308000979521999 0.00122989477975577 0.0028433511446681603 0.0011057193024370804 0.0013940032003409986 0.0014340771349310444 0.0011198562026417669 0.0016659355902515225 0.0014030697396051894 0.0023475281758464916 0.0020344959545155472
leaf_count=113 592 179 84 68 266 162 169 174 43 103 72 158 91 159 149 146 97 13 91 71 80 71 41 47 30 44 237 171 53 136
internal_value=0 -5.58593e-05 -2.45162e-05 4.87353e-06 3.42296e-05 3.47655e-09 -3.49951e-05 2.07825e-05 5.67011e-05 9.12996e-05 4.76386e-05 0.000103218 0.000446547 -0.00067127 0.000270644 -2.86875e-05 -8.09732e-05 -0.000137607 -0.00073924 -2.33165e-05 9.73916e-05 -3.1293e-05 -0.00029877 0.000290606 0.000560015 -7.48646e-05 -0.000277635 -0.000651726 0.000434844 0.000125128
internal_weight=0 0.0446425 0.0430028 0.0417128 0.0404675 0.0391855 0.0378835 0.0348302 0.0336027 0.0325423 0.0309454 0.028756 0.00798151 0.00305331 0.00678849 0.0207745 0.019614 0.0183287 0.00292602 0.0154027 0.0137267 0.0124968 0.00682538 0.00567143 0.00427743 0.00571966 0.00459981 0.00306901 0.00572084 0.00337332
internal_count=3910 3797 3205 3026 2942 2874 2712 2287 2113 1944 1841 1769 472 425 381 1297 1151 1054 104 950 792 712 564 148 101 523 479 408 338 285
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=17
num_cat=0
split_feature=15 158 156 159 49 12 12 16 49 3 43 457 3 13 16 12
split_gain=9.40905e-05 0.000158523 0.00011161 0.000169075 0.000115189 0.000140312 0.000162347 0.000161369 0.000156003 0.000167195 0.000359621 0.000142805 0.000155407 0.000167536 0.000106914 8.36088e-05
threshold=-0.26361999999999991 0.085745000000000002 0.085790000000000019 0.073745000000000019 0.11115500000000002 0.085185000000000025 0.051320000000000005 0.22945500000000005 -0.072894999999999988 -0.078669999999999976 -0.073684999999999987 0.090920000000000015 0.088060000000000013 0.0015650000000000002 -0.13863999999999996 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 6 7 11 -7 -10 -11 12 13 15 -1 -2
right_child=1 -3 -4 -5 -6 8 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0014912231211576031 -0.00046613218148255328 -0.0014834342832089741 -0.0010157185267631434 0.0016538021913875269 0.0010927035861968812 0.0013738532102605936 -0.0019486849222560365 0.0011558806856623637 -0.00094314267976799222 0.0024395318670028211 -0.00067745198540272147 0.0007329531754795603 -0.001887487992486672 -0.0016211377197440516 -0.00018356697619733908 0.0010387946283460282
leaf_weight=0.0013227094697942643 0.0011964900554103375 0.0012143495772022469 0.0015636676349147496 0.0010224511364025348 0.0013558381497711944 0.0016698643594403881 0.0010025783066010263 0.0010941417244096918 0.0018707222101838391 0.001007712625586521 0.0013761445941850043 0.0011889991259947941 0.0014489987058718956 0.0010885804331639548 0.0010949146694908532 0.0011263595825070638
leaf_count=192 138 335 449 238 180 96 274 49 1093 94 412 62 94 43 110 51
internal_value=0 -9.70636e-05 -3.59878e-06 9.26156e-05 -1.08586e-05 -0.000117198 -0.000454804 -0.000245143 0.000347014 -5.60062e-05 0.000640171 -0.000498542 -0.0007998 -0.000337807 0.00073273 0.000263613
internal_weight=0 0.0192269 0.0180125 0.0164489 0.0154264 0.0140706 0.00814615 0.00714357 0.00592444 0.00425458 0.00238386 0.00604943 0.00486043 0.00341143 0.00241762 0.00232285
internal_count=3910 3608 3273 2824 2586 2406 711 437 1695 1599 506 388 326 232 302 189
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=31
num_cat=0
split_feature=146 147 1429 151 1213 4 480 31 133 2 52 159 15 1374 12 40 16 16 52 4 50 13 2 42 13 42 16 3 2 48
split_gain=0.000898631 0.000924084 0.000744416 0.000661139 0.000709263 0.000701885 0.000779326 0.000579659 0.000478958 0.000525628 0.00083107 0.000582852 0.000667591 0.000610234 0.000674114 0.000787821 0.0008321 0.000592498 0.000465817 0.000452924 0.000415364 0.000439975 0.000461074 0.000414441 0.000505685 0.000316476 0.000530229 0.000300081 0.000284777 0.000860439
threshold=0.10949000000000002 0.11236 -1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -1.0000000180025095e-35 0.10681500000000001 0.097940000000000013 0.15091000000000002 0.09141500000000001 -0.13578499999999996 -0.094679999999999986 -0.036459999999999992 0.0034800000000000005 -0.083564999999999987 -0.035699999999999989 0.084240000000000023 0.055260000000000011 0.08920500000000002 -0.084184999999999996 0.10393500000000001 -1.0000000180025095e-35 -0.071149999999999977 0.085545000000000024 -0.096824999999999981 -0.08348499999999999 0.11230000000000001 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 -1 -4 -5 6 7 -6 9 11 20 12 -9 -14 19 16 18 -18 -16 -15 21 22 -11 -19 27 26 -24 -25 29 -23
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 -12 -13 13 14 15 -17 17 23 -20 -21 -22 28 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001099812938854473 -0.0013545521195429894 0.0012586409557966197 -0.00096885904684920439 -0.00087765198597535639 0.00092169741728172748 0.0011519772821343881 -0.0011388545268371159 -0.00092479716788645375 -0.00075419791089209912 0.0012832137295545197 -0.00070855383972811506 -0.0011005740794714819 -0.00099646552038472292 2.2025954241844254e-05 0.00075050879115422871 0.0014573113212073812 -0.0011166421759852471 -0.00086004011681443872 -0.0003169827690560357 -0.0013009226432164575 0.0012510840192270706 -0.00017314864335344268 -0.00075390950415154265 0.00011165281244756937 0.00042799145634060725 0.00099322934489233213 0.00070309680217014179 -0.0010091240629775281 -0.0003255159394817782 0.0012376797597777466
leaf_weight=0.0013396167802701689 0.0010574975713097947 0.0012128468516152671 0.0014386267785688736 0.0017330766731578342 0.001644799468516033 0.0012428426477114609 0.0011554014600801956 0.001577785706024344 0.001552696069205938 0.0016731468256523403 0.0015620553923139111 0.0011059194088007254 0.001089331649382074 0.0011177631155589963 0.0049217387635166381 0.001042408055582201 0.0011563722579630469 0.001011951005742362 0.0010533337011739974 0.0010800080548154511 0.0011550242345386161 0.0026534415373924407 0.0010041939702005731 0.0010029069779988646 0.0042842744292919408 0.0010486190937836759 0.0011230254326850542 0.0010255609112159803 0.0023171595459876571 0.0014025260800423212
leaf_count=181 11 21 96 592 65 207 223 123 391 19 93 183 36 59 172 6 207 63 199 18 33 191 35 126 109 53 55 150 169 24
internal_value=0 3.56652e-06 -2.98772e-05 2.56807e-06 3.52683e-05 7.38535e-05 4.01541e-05 7.54395e-05 3.77804e-05 7.25094e-05 0.000292804 -7.05189e-05 -1.45775e-05 6.18708e-05 0.000127019 0.000234096 0.000145892 -0.000147491 0.000562323 -0.000628085 0.00041918 0.000333557 0.000664273 5.51198e-06 0.000144263 0.000338192 1.52895e-05 -0.000454994 8.19325e-05 0.000314706
internal_weight=0 0.0467285 0.0455156 0.044176 0.0427374 0.0410043 0.0397614 0.038606 0.0369612 0.0354085 0.0139392 0.0214694 0.0203634 0.0187856 0.0176963 0.0154985 0.0144561 0.00848107 0.00597507 0.00219777 0.0123771 0.0112221 0.00484899 0.00732469 0.00631274 0.00317584 0.00212722 0.00202847 0.00637313 0.00405597
internal_count=3910 3899 3878 3697 3601 3009 2802 2579 2514 2123 672 1451 1268 1145 1109 1032 1026 655 371 77 579 546 162 448 385 143 90 276 384 215
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=19
num_cat=0
split_feature=52 376 1 48 1 52 42 43 42 43 16 16 0 2 48 47 13 48
split_gain=0.000101022 0.000139495 0.000162343 0.000232792 0.000159924 0.000413085 0.000242936 0.000245603 0.000197465 0.000189344 0.000152247 0.000151865 0.000178765 0.000148535 0.000147034 0.000148528 4.58946e-05 3.00591e-05
threshold=-0.40083499999999994 0.088415000000000007 0.14000500000000002 0.12649500000000002 0.099595000000000017 -0.048794999999999991 0.087065000000000017 -0.08768999999999999 -1.0000000180025095e-35 -0.083899999999999988 -0.15168999999999996 -0.27337499999999998 -0.10131499999999999 0.083795000000000022 -1.0000000180025095e-35 0.086785000000000015 -0.090744999999999978 0.086455000000000018
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 8 -8 -2 -10 14 -11 13 -13 -7 -16 -14 -15
right_child=1 -3 -4 -5 5 10 7 -9 9 11 -12 12 16 17 15 -17 -18 -19
leaf_value=-0.0013172406221183416 -0.0019713443314954017 0.0018168450648623445 0.0018804124088100782 -0.0022916349435415798 0.002803338612461184 -0.00098935534835025134 -9.7162171722095557e-05 -0.0034086860181217148 0.0018491769339809953 0.0015652302357521486 -0.0014509178092629127 0.0017814075740887202 -0.00082255142593929971 0.00013331455464195009 0.0023911762580077355 4.7879192151760595e-05 -0.0022791088798871577 -0.0010421533302642735
leaf_weight=0.0012909734912735496 0.0010323547253950627 0.00102193470428008 0.001000933520644536 0.0010829615188437383 0.0015381061818865449 0.0011469735858818941 0.0010043202343386071 0.0010914115807615929 0.0014544694040483641 0.0010706723835509635 0.0013434111413549435 0.0010411210272005533 0.0010068780084404039 0.0010011167741661997 0.0011403757649563473 0.001416104116739092 0.0010139002890480198 0.0010315149101529641
leaf_count=401 860 77 142 80 222 72 104 825 230 55 141 29 103 73 127 46 278 45
internal_value=0 7.66299e-05 -1.4961e-05 -0.000117979 1.78328e-05 0.000610865 -0.000345508 -0.00182173 1.20692e-05 0.000280793 -5.73232e-05 -8.92139e-05 -0.000436914 0.000297073 0.000448197 0.00109316 -0.00155336 -0.000463209
internal_weight=0 0.0204386 0.0194166 0.0184157 0.0173327 0.00658497 0.0107478 0.00209573 0.00865203 0.00761967 0.00504686 0.0061652 0.00509453 0.00307375 0.00370345 0.00255648 0.00202078 0.00203263
internal_count=3910 3509 3432 3290 3210 608 2602 929 1673 813 386 583 528 147 245 173 381 118
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=16
num_cat=0
split_feature=14 47 123 50 12 1 131 49 1 15 3 2 1 2 3
split_gain=9.68493e-05 9.59758e-05 0.000162201 0.000242443 0.000176221 0.000263747 0.000350702 0.000173308 0.000154482 0.000136165 0.000220959 0.000331604 0.000166964 8.81312e-05 8.51174e-05
threshold=0.073890000000000011 0.13177500000000003 1.0000000180025095e-35 0.086465000000000014 -0.0089849999999999982 0.12485500000000001 0.081725000000000006 -0.091004999999999989 0.11235500000000002 -0.095799999999999982 0.10223 0.094010000000000024 1.0000000180025095e-35 0.092175000000000021 -0.12817999999999996
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 13 11 12 -11 -9 -13
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 14 -14 -15 -16
leaf_value=-0.0012730644530916787 -0.0012646450148460055 -0.00097802133386709579 0.0013342605543964969 -0.001908573100512067 -0.0010658493160342628 0.0022050328136079865 -0.0022478322263960416 -0.0013497964867281726 0.0021030060692347552 4.2612042930021076e-06 0.0019521649044433645 -0.0002727472870823601 0.0018984593948551749 0.00030891302427363997 -0.0020292724884370529
leaf_weight=0.0014578157989434916 0.0010680269822039836 0.0015152487968359543 0.0018976411810433932 0.0011303764405533731 0.0014539989041479915 0.0012156996890854152 0.0010623840934616555 0.0012224134438666564 0.0010183140988289105 0.0015961697052540207 0.0017758295497820598 0.0010008059392063728 0.0018500231213883778 0.0011398340066577362 0.0010316192223101817
leaf_count=202 135 84 312 635 116 114 393 164 83 859 77 105 175 92 364
internal_value=0 6.10011e-05 0.000144509 1.13521e-05 0.000148493 0.000292737 0.000115966 0.000323697 0.000513674 0.000345379 0.000636755 0.00021038 0.00102113 -0.000549434 -0.00116433
internal_weight=0 0.0203682 0.0188529 0.0169553 0.0158249 0.0143671 0.0131514 0.012089 0.010635 0.00961669 0.00725445 0.00547862 0.00344619 0.00236225 0.00203243
internal_count=3910 3775 3691 3379 2744 2542 2428 2035 1919 1836 1580 1503 1034 256 469
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=16
num_cat=0
split_feature=0 42 49 12 4 2 160 457 151 16 2 15 48 12 51
split_gain=8.8841e-05 0.000216416 0.000189431 0.000397692 0.000250988 0.000200695 0.000180615 0.000156466 0.000157064 0.000327278 0.000222807 0.000205185 0.000313227 0.000122386 4.37352e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.029304999999999998 0.080120000000000011 -0.41745999999999994 0.099675000000000014 -0.082234999999999989 -0.0034949999999999994 -0.084129999999999996 -0.50763499999999995 0.11230000000000001 -0.095799999999999982 0.085575000000000012 0.088325000000000015 -0.088439999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 5 -5 -4 -3 -8 -9 -10 11 -11 13 -13 -1
right_child=2 6 3 4 -6 -7 7 8 9 10 -12 12 -14 -15 -16
leaf_value=-0.00099854487900115645 0.0023565437615360495 -0.0014151918683129533 0.0032185374570420076 0.00022996870042884233 -0.0031377908566198988 9.1075391710887093e-05 -0.0015847771456426372 -0.0010443316749015642 0.0031310779263611452 -0.00090278391177467073 -0.0012096863457540488 -0.00050306982506888775 0.0033597162276305104 0.0013983427635506 -0.0024838155064247189
leaf_weight=0.0010034842518254761 0.0011535662561854565 0.001888897956680762 0.0010333738834149555 0.0011512169486423973 0.0010881450609621091 0.001041378776601376 0.0010589590474651715 0.0015421078401034469 0.0012059530764589052 0.0014106063247607565 0.0018477516366777191 0.0016568752220211241 0.0013222521282112432 0.0017696953527675113 0.0010011210773899415
leaf_count=123 76 590 114 117 59 80 183 181 124 152 277 392 75 485 882
internal_value=0 -0.000197336 0.000546776 6.28562e-05 -0.00140648 0.00164877 2.83826e-05 0.000259187 0.000440743 0.000689317 0.000321566 0.000780922 0.00128106 0.000478939 -0.0017403
internal_weight=0 0.0157077 0.00546768 0.00431411 0.00223936 0.00207475 0.0137031 0.0118142 0.0107552 0.00921313 0.00800718 0.00615943 0.00474882 0.00342657 0.00200461
internal_count=3910 3464 446 370 176 194 2459 1869 1686 1505 1381 1104 952 877 1005
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=31
num_cat=0
split_feature=403 1429 51 39 3 47 133 48 2 31 160 51 1374 484 0 3 3 1 52 41 151 12 15 13 3 42 1 12 13 16
split_gain=0.000714152 0.000749464 0.000664602 0.000788378 0.000690984 0.000850117 0.000842918 0.000921122 0.000549372 0.000593532 0.000546149 0.000713112 0.000529246 0.000536427 0.000941416 0.000642297 0.000470251 0.000600033 0.000463237 0.000414907 0.000455773 0.00039324 0.000402108 0.000631514 0.000575228 0.000550264 0.000374587 0.000363742 0.000515226 0.000491127
threshold=0.10020000000000001 -1.0000000180025095e-35 -0.40274499999999996 0.13419 0.31335500000000011 0.11896000000000002 0.10681500000000001 0.12675000000000003 0.097940000000000013 -1.0000000180025095e-35 0.10590000000000001 0.055195000000000008 -0.094679999999999986 -0.0043499999999999988 -0.23029999999999998 -0.016619999999999996 0.12566000000000002 0.10937500000000001 -0.077699999999999977 0.080335000000000018 -0.085039999999999991 0.080120000000000011 -0.03231499999999999 -0.083924999999999986 -0.13927999999999999 0.091230000000000019 0.11634000000000001 0.096535000000000024 -0.089899999999999994 -0.041434999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 11 16 -11 -14 -15 19 17 27 -17 20 -16 -22 24 -24 -23 -25 -26 28 -10 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 10 12 -12 -13 13 14 15 18 -18 -19 -20 -21 21 22 23 25 26 -27 -28 -29 29 -31
leaf_value=-0.001080261627170607 -0.0010884530884400397 -0.00083762737167989473 0.00091440683193054907 0.001056552110076774 0.0010937224425307827 -0.00087606358314361635 -0.0011052703201070294 -0.0010855554137205222 0.0010405622274551965 -0.00095425906704493292 0.0013245117220190806 -0.00062286598486823179 -0.00092370464468430401 0.0010863770402602425 -0.00062308027168719838 7.9572348631168114e-05 0.0010094512402113516 0.0013023695679612859 -0.00086813730152127924 -0.00072671573777725786 0.00097988215897354966 0.0013251270007425904 0.00069120056035289646 -0.0010743189618400029 0.00052179517184058844 0.00028522729763596035 -0.00053613621527242715 -0.00066857975649015642 -0.00052525005841930542 0.00045980592114071707
leaf_weight=0.0012910755957370448 0.0012813232177842906 0.0017385925834174634 0.001433818451538337 0.001689790418694769 0.0012835252213947426 0.0021841496166210552 0.0012766457831378522 0.0013427864323780616 0.00133876448138537 0.0013013198005609175 0.0011902133037988713 0.0015760240065794138 0.0012386972394066156 0.0017412972554211479 0.0012185597719103223 0.0017840154333672587 0.0023014997281904925 0.0010179873120406135 0.0028333954709110131 0.0010813135800611393 0.0016112039060622767 0.0012667755843338568 0.0012950709674471855 0.001635182619271874 0.0020995286216384211 0.001029850500377627 0.0010736565301527889 0.0010890961587195491 0.0019909702479115072 0.0023333436119301575
leaf_count=181 277 122 90 50 128 95 467 33 44 46 34 79 357 26 108 63 35 130 104 61 57 32 196 459 223 75 12 108 92 126
internal_value=0 1.41581e-05 4.55597e-05 8.10557e-05 4.14012e-05 7.8732e-06 5.85451e-05 9.88928e-05 0.000143718 7.2179e-06 0.000384478 0.000288422 -5.41094e-05 4.72875e-06 6.6328e-05 -3.85959e-05 0.000431021 0.000259691 -0.000501974 0.000135198 0.000218192 0.00032059 0.000194132 -0.000143383 0.00049517 -0.000548949 0.000163841 0.000102493 0.000250782 6.27336e-06
internal_weight=0 0.0462882 0.0449971 0.0432585 0.0415687 0.0402852 0.038101 0.0368244 0.0354816 0.0226437 0.0128379 0.0116477 0.0212099 0.0199085 0.0186699 0.0169286 0.0100717 0.00777016 0.00461741 0.0123111 0.0112298 0.0100113 0.00840006 0.0039601 0.00443996 0.00266503 0.00317319 0.00675217 0.00566308 0.00432431
internal_count=3910 3633 3452 3330 3280 3152 3057 2590 2557 1909 648 614 1819 1773 1416 1390 535 500 167 1223 1162 1054 997 730 267 534 235 370 262 218
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=30
num_cat=0
split_feature=1213 1429 51 39 3 133 47 48 50 42 1 148 1 0 0 49 43 49 3 43 133 3 15 4 16 42 4 4 150
split_gain=0.000594415 0.000607197 0.000515351 0.000602639 0.000684346 0.000562216 0.000614235 0.000787155 0.000544724 0.000551989 0.000415506 0.00040429 0.000643766 0.000537925 0.000477804 0.000639751 0.00047547 0.000439835 0.000384086 0.000345486 0.000319902 0.000390088 0.000361161 0.00027067 0.000184113 0.000178835 0.000132824 5.00273e-05 1.60013e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.13419 0.31335500000000011 0.10681500000000001 0.11896000000000002 0.12675000000000003 0.086465000000000014 -0.10770999999999999 0.10113500000000002 -0.080629999999999993 0.10498500000000001 -0.074514999999999984 -0.12329499999999999 -0.029304999999999998 -0.081189999999999984 -0.088329999999999978 -0.084129999999999996 0.0050750000000000005 0.083815000000000014 -0.0086749999999999969 -0.0071449999999999994 0.25367000000000006 -0.094359999999999986 0.086825000000000013 -0.39075499999999991 0.26048500000000002 0.084270000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 13 17 27 -16 25 -13 -19 -18 21 -20 24 -17 -23 -15 -21 -14 -26
right_child=1 2 3 -5 -6 -7 -8 -9 10 11 -12 12 14 16 15 23 19 18 20 26 -22 22 -24 -25 28 -27 -28 -29 -30
leaf_value=-0.00084614320307318332 -0.00093441520332086206 -0.00070158216203337204 -0.00067685292324852551 0.00089393025918600602 0.0010128653029855509 -0.00084397799668681727 -0.00068638876821438231 -0.00094333986160014482 -0.0011104242002466639 -0.00050183807386807713 -1.4891929933985702e-05 -0.0008069145094463866 0.00091349010164402651 0.001178590083418374 0.0010516491438408249 -0.00050550186904831638 -0.00029559143593266111 -0.00067049068504602309 -0.00066655750235407275 0.00074468010949566162 0.00064389481410821899 -0.00041364805105892518 0.00080389556814901362 0.00031289193525239575 9.0460741149594751e-05 0.00049895682415601952 0.00017052915228029725 0.0013196603606582375 0.00032540708059695239
leaf_weight=0.0014956679208684145 0.0011709229624535791 0.0016041268196211869 0.0012657229711789944 0.0014576704400965914 0.0011865502300063549 0.0013410052155374821 0.0019684027594806244 0.0012684228893320429 0.0010365522291924658 0.0012962421292854734 0.0014405858028774254 0.0012636149520290898 0.0010298013028844366 0.0013210938368608538 0.0015496776390846456 0.0011210182024470319 0.0019111576918238267 0.0011893469041593836 0.0012393070986929412 0.0012821301284020592 0.0016800665711829144 0.001409390709728342 0.0011608868569972352 0.001890087309286248 0.001010308516349312 0.0013766540084656498 0.0015494319671365275 0.0010836150661855948 0.0010086659821126887
leaf_count=592 181 122 109 51 141 432 81 33 368 91 66 93 47 52 72 53 117 322 318 14 142 43 27 154 29 38 47 51 24
internal_value=0 1.47948e-06 3.03623e-05 6.26743e-05 2.7935e-05 -6.75063e-06 2.79526e-05 7.4231e-05 0.000118562 0.000173602 -0.000473315 0.000216027 0.000254676 0.000121049 0.000603091 0.000362752 0.000389491 -7.9455e-05 2.62281e-05 0.000137912 0.000136587 -9.64373e-06 0.000167753 8.20837e-06 -4.76529e-05 0.000831775 0.000430504 0.00112175 0.000207838
internal_weight=0 0.0391125 0.0379415 0.0363374 0.0348797 0.0336932 0.0323522 0.0303838 0.0291154 0.0266382 0.00247714 0.0253725 0.0240763 0.0174021 0.0066742 0.00456078 0.00744047 0.00996159 0.00869797 0.00474272 0.00750863 0.00582856 0.00458925 0.00301111 0.00342837 0.00269775 0.00283156 0.00211342 0.00201897
internal_count=3910 3318 3137 3015 2964 2823 2391 2310 2277 1843 434 1734 1643 1266 377 279 268 998 905 178 583 441 123 207 96 90 61 98 53
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=15
num_cat=0
split_feature=15 11 3 2 16 0 3 3 16 16 3 15 0 0
split_gain=9.15977e-05 0.000160138 0.000139091 0.000233014 0.000169792 0.000210208 0.000191596 0.00018566 0.000184068 0.000159093 0.000157123 0.000195505 0.000112401 7.52456e-05
threshold=-0.24219999999999997 0.081005000000000008 -0.12008499999999998 0.106285 -0.30307999999999996 -0.10575999999999998 -0.078669999999999976 -0.005644999999999999 -0.055679999999999993 -0.014099999999999998 -0.015794999999999997 -0.017214999999999998 -0.14070999999999997 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 -4 7 -7 -6 -8 13 -10 -12 -1 -9
right_child=1 -3 4 -5 5 6 8 9 10 -11 11 -13 -14 -15
leaf_value=-0.00029680943039266252 -4.2548453140980176e-05 -0.0019377309423606391 -0.0015681786487057288 0.0028193852227796075 0.0025689221918963924 -0.0018312524980333945 0.0014162507754271693 0.00032759018206603098 0.00071234900337252961 0.0017575378362791074 -0.0025845822232801424 -0.0001749868868474752 0.0017611487471744104 -0.0013411255526938582
leaf_weight=0.0011029278387594266 0.001917088427050735 0.0010695898581497545 0.0018591317050309338 0.0010167178170767954 0.0010703553907892016 0.0018811942569518505 0.0014814088256010147 0.0014783802322619888 0.0016016611544213688 0.0011799141095676343 0.0013062144746678328 0.001975789476430745 0.0014148857165889031 0.0011010240574051977
leaf_count=72 150 198 252 38 88 1646 360 54 414 57 93 147 245 96
internal_value=0 -0.00012143 -1.27101e-05 0.000949262 -0.000201677 -7.38874e-06 -0.000476301 0.000793241 -7.58464e-05 0.000287668 -0.000528458 -0.00113399 0.00085966 -0.000384705
internal_weight=0 0.0189385 0.0178689 0.00293381 0.0149351 0.0130759 0.00824627 0.00482967 0.00636507 0.00375932 0.00488367 0.003282 0.00251781 0.0025794
internal_count=3910 3593 3395 188 3207 2955 2660 295 1014 207 654 240 317 150
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=31
num_cat=0
split_feature=31 403 1429 151 4 11 2 403 4 4 151 159 12 3 4 2 484 42 15 12 51 39 2 49 2 3 52 3 8 12
split_gain=0.000841899 0.000579779 0.000596037 0.000625717 0.000789972 0.000721102 0.000625039 0.000530742 0.000621691 0.000768753 0.000478742 0.000455319 0.000521811 0.000795183 0.000451083 0.00052473 0.000595914 0.000581324 0.000489037 0.000393362 0.000757721 0.000601458 0.000899146 0.000558609 0.00055264 0.000409186 0.000348752 0.000326525 0.000283428 0.000247471
threshold=-1.0000000180025095e-35 0.10020000000000001 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -0.13811499999999996 -0.088854999999999976 -0.0010999999999999996 0.0021050000000000005 -0.051109999999999996 -0.034019999999999988 -1.0000000180025095e-35 -0.115685 -0.0031049999999999997 0.11290500000000002 0.085815000000000016 0.081685000000000021 0.041585000000000004 0.10333000000000002 -0.40274499999999996 0.13795500000000002 1.0000000180025095e-35 -0.069934999999999983 0.11230000000000001 0.090325000000000003 0.071660000000000015 0.11476000000000001 0.08573500000000002 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -5 11 -10 -11 -9 -13 29 15 16 17 26 -19 20 -12 22 -22 -24 25 -25 -15 -8 -6 -14
right_child=1 -3 3 4 6 -7 27 8 9 10 19 12 13 14 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.000911466452730003 -0.0010083297516836282 -0.0010579979638061262 -0.00093570044684718949 -0.00099385661599478122 -0.00058538504283978077 -0.0010854078852688047 0.0011704478838447687 -0.00057529287413820662 -0.0012237699350886849 0.00058756346602025736 -0.001400448630393169 0.0008819989026112525 0.00047217139755823044 -0.0013221179273538222 0.00076828812657989565 0.00054009635729842132 0.00064351877633104658 -0.00055819944044324503 0.00076962976780317052 0.00035553722595662804 -0.0010459571175527014 0.00082389431123689372 -0.00085955426278046232 6.6656465521280385e-05 -0.00049247240485396663 0.0010861665985573436 -0.00044752404580413293 0.00034526482584340648 0.00039699356022041715 0.001244086215413692
leaf_weight=0.001879900174890147 0.0011646802342561982 0.0010813933085393459 0.0013370137242034721 0.0010322633949357831 0.001121001659811327 0.0012572534857107067 0.002337899450535196 0.001339375838312922 0.0012660314148628194 0.0018107439430252734 0.0010938162335709682 0.0023631179798151427 0.0026477643401960826 0.0016626270840617782 0.0011767589240171501 0.001697543988454342 0.0010444984754502951 0.0011606050690092795 0.0010235565545630987 0.0021842111523413541 0.0022605858705833093 0.0010613086969897259 0.0011845250617499347 0.00161270712676453 0.0014522751337828765 0.0014807375061458572 0.0019340112528720699 0.0015729469388450212 0.0011842917045674639 0.0011761722796177487
leaf_count=113 179 274 84 491 16 132 181 243 103 64 88 124 66 221 28 103 131 237 219 87 77 5 46 153 49 23 202 97 44 30
internal_value=0 -4.51343e-05 -2.00359e-05 7.06306e-06 3.77031e-05 -4.41652e-05 0.000497642 -5.27921e-06 2.5992e-05 -0.00017838 -8.4786e-05 0.000208782 0.000274886 0.000168798 -4.44053e-05 -0.000156615 -0.000329896 -0.000505777 6.40568e-05 -0.000183524 -0.000299572 -0.000166548 -0.000298094 -3.06165e-06 0.000220123 0.000554665 -0.000851825 0.000838558 -8.07105e-05 0.000709598
internal_weight=0 0.0447217 0.0436403 0.0424756 0.0411386 0.0349225 0.00621614 0.0336652 0.032633 0.0154069 0.0141409 0.017226 0.0158867 0.0135235 0.0096996 0.00852284 0.0068253 0.0057808 0.00218416 0.0123302 0.010146 0.00905214 0.00799083 0.00573024 0.00454572 0.00309344 0.00359664 0.00391085 0.00230529 0.00382394
internal_count=3910 3797 3523 3344 3260 2922 338 2790 2299 695 592 1604 1361 1237 1141 1113 1010 879 456 528 441 353 348 271 225 176 423 278 60 96
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=17
num_cat=0
split_feature=124 4 0 15 2 48 14 1 52 42 52 2 13 4 43 12
split_gain=9.32559e-05 0.000143018 0.000128734 0.000181743 0.000195142 0.000205855 0.000224813 0.000212662 0.000151817 0.000147077 0.000232002 0.000166019 0.000145181 0.000139527 0.000136858 0.000174112
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.10363000000000001 0.092175000000000021 0.12675000000000003 -0.13131999999999996 0.10444500000000001 0.084240000000000023 0.085545000000000024 -0.083529999999999979 0.086130000000000012 -0.089899999999999994 -0.0010999999999999996 0.083940000000000015 0.096055000000000015
decision_type=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 12 9 10 -3 13 -8 -12 15 -4
right_child=-2 2 14 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0016859921573283555 0.0013770336170606206 -0.0015082142503334817 0.003078740506792741 -0.0019998227643753426 -0.00092103922700882419 -0.0013756501086109542 0.0021071492759745006 0.0029988088243094501 -0.002299640762278319 -0.0015031340078431787 0.0029289709679302159 -0.00078650982902497444 -9.8112858343794423e-05 0.0005278715581797037 -0.0003343057852070061 0.00022174572635591243
leaf_weight=0.0012667734694352664 0.0011229708978910393 0.0014241242690856103 0.0010624252262597658 0.001209739732120684 0.0012188946256161959 0.0010889894326098215 0.0011589127006119693 0.0014790703368055685 0.0010443349898691182 0.0017480358550026609 0.0010412724685508017 0.0010392737270951136 0.0019387478637518385 0.0013508426287797762 0.0013436631320367098 0.001011897209981516
leaf_count=174 49 249 136 330 105 85 105 232 682 541 243 220 533 127 36 63
internal_value=0 -8.19445e-05 2.41067e-05 -0.000164159 -1.13515e-05 0.000590667 0.000960135 0.00146114 -0.000553288 -0.000277107 0.000164276 0.000858407 0.000726931 0.00157305 0.000891204 0.00168504
internal_weight=0 0.020427 0.0191602 0.0157422 0.0145325 0.00688461 0.00579563 0.00457673 0.00764788 0.00660355 0.00485551 0.00343139 0.00309766 0.00239212 0.00341799 0.00207432
internal_count=3910 3861 3687 3452 3122 1060 975 870 2062 1380 839 590 638 370 235 199
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=17
num_cat=0
split_feature=14 132 52 376 42 160 160 49 42 0 0 3 52 2 49 2
split_gain=0.00010043 9.12461e-05 0.000139143 0.000190748 0.000188956 0.000171028 0.000150025 0.000119893 0.000159118 0.000181963 0.000185776 0.000133401 0.000102127 7.40407e-05 0.000168115 3.44771e-05
threshold=0.073890000000000011 0.080815000000000012 -0.27466499999999994 0.048375000000000008 -1.0000000180025095e-35 -0.11175999999999998 0.091575000000000017 -0.075429999999999983 0.10017000000000002 0.039665000000000006 -0.069954999999999976 -0.060719999999999989 -0.074484999999999982 0.075670000000000015 1.0000000180025095e-35 0.099990000000000009
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 11 9 10 12 -7 -9 -14 15 -15
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.0013153817017936816 -0.0012665544319841733 0.00096387558070498919 -0.0018323282092683722 0.0014028257499830064 -0.0015652721381762935 0.0023384415932588779 -0.00096699498402704018 -0.00094378079320439005 -0.0014181084374780579 -0.0011052036766151399 0.0019504845424996552 0.00019641085731016418 -0.00036768848410284231 0.001044192603725534 -0.00030418227160106695 0.0021249894787544149
leaf_weight=0.0013719543387591916 0.0010596982330010321 0.0018082679893238742 0.0010083464729822239 0.0017267556661191555 0.001070939941442057 0.0010383488604404079 0.0017447080787184608 0.0010151021442579853 0.0010140216680240297 0.0012948274916180225 0.0014546940773370069 0.0010201362810473577 0.0012088112982475141 0.0010297720976655544 0.0013689179891585301 0.0010601960935120447
leaf_count=377 135 355 757 187 351 80 193 115 307 78 117 73 219 299 161 106
internal_value=0 6.20518e-05 -2.64429e-05 7.72396e-05 -7.20845e-05 5.18594e-05 0.00018257 0.000356901 0.000156421 0.000345764 0.000608987 0.0012769 0.000265588 0.000528595 0.000841827 0.00159246
internal_weight=0 0.0202358 0.0184275 0.0170556 0.0153288 0.0143205 0.0132495 0.0115048 0.00944634 0.00843232 0.00713749 0.00205849 0.0056828 0.0046677 0.00345889 0.00208997
internal_count=3910 3775 3420 3043 2856 2099 1748 1555 1402 1095 1017 153 900 785 566 405
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=31
num_cat=0
split_feature=31 403 1429 1374 403 52 151 14 453 34 16 13 159 49 133 50 15 2 4 2 52 13 457 16 16 43 52 15 0 15
split_gain=0.000623237 0.000544116 0.000484344 0.000456235 0.000486983 0.000452851 0.000535115 0.000943611 0.000424378 0.000421197 0.000446071 0.00055081 0.00048383 0.000542107 0.000445152 0.000427893 0.00062368 0.000391159 0.00058265 0.000708305 0.000389062 0.000601086 0.000365861 0.000345294 0.000618418 0.000544252 0.000278072 0.000248887 0.000246622 0.000140028
threshold=-1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 -0.094679999999999986 -0.088854999999999976 -0.048794999999999991 0.13340000000000005 0.077685000000000018 1.0000000180025095e-35 -0.016844999999999995 -0.50585499999999983 -0.48634999999999995 -0.034019999999999988 0.082865000000000008 -1.0000000180025095e-35 0.11833 -0.03231499999999999 0.096970000000000015 -0.0040999999999999986 0.084235000000000018 0.11588000000000002 -0.083924999999999986 0.082870000000000013 -0.008734999999999998 -0.15168999999999996 -1.0000000180025095e-35 -0.23815499999999998 -0.14487999999999998 -0.084074999999999997 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 9 -7 27 -12 15 14 -14 16 -13 18 19 -6 21 28 29 24 -23 -25 -19 -11 -16 -20
right_child=1 -3 3 4 5 6 -8 -9 -10 10 11 12 13 -15 20 -17 -18 26 22 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088143830944439417 -0.00097433216059030501 -0.0010866770880136655 -0.00074440316198280199 -0.00083508225836004507 0.00032884054533095178 -0.00083139969316574575 0.00084758623102106165 -0.0014129468247377505 -0.00092002924429397984 0.0011010976064038337 -0.00081860861771825748 0.00062967469887617188 -0.00075408386438971444 0.00094992318113752596 0.00038149557697834724 -0.0011988950064088563 -0.00086903946178455054 0.00017951162666397699 -0.00029377147017624176 -0.0011745945587605315 -0.00054772139871322306 0.00020233668193598255 0.0010283457014430794 -0.00011027935577328287 -0.001071830094256159 0.0011998272091437551 0.00098036938366680496 0.00024546304359694037 0.001329831964362381 0.00039536522314119027
leaf_weight=0.0014981785041128228 0.0010774419025648676 0.0010200640856131418 0.0016219309013116847 0.0012812973716488365 0.0012678619014143688 0.0011409597934166618 0.0013048721905937191 0.0010540191331638296 0.0010427697813284445 0.0011317116290371909 0.0016230190782207032 0.001185952039092053 0.0011953629500280625 0.0016369641794883047 0.0010010353077842815 0.0010226344162362344 0.0010844710807722526 0.0014162282231278134 0.0010032099245593784 0.0012895224396688998 0.0013286165871331254 0.0021719730540149451 0.0014130566823382651 0.0015570975548295785 0.0012100602365041624 0.0011066840731928347 0.0023558671799868147 0.00179136322103978 0.0012682220740802795 0.0015023447277968671
leaf_count=113 179 304 67 510 115 45 29 63 50 58 34 124 443 121 96 118 145 168 77 243 140 55 24 53 126 31 226 105 26 22
internal_value=0 -5.68485e-05 -2.99725e-05 -3.20281e-06 2.98356e-05 6.14035e-05 -4.27575e-05 -9.2084e-05 -3.02048e-05 1.30408e-05 6.0467e-05 -2.63016e-05 5.52459e-05 0.000183784 6.80781e-05 -0.000431731 -8.61884e-05 0.000314056 0.000101086 -0.000429244 0.000169987 0.000284666 0.000447192 4.93903e-05 -0.000253548 0.000434012 0.000679688 0.000576735 0.000911493 0.000119439
internal_weight=0 0.0401066 0.0390865 0.0380091 0.0363872 0.0351059 0.0248578 0.0235529 0.0224989 0.0214561 0.0203152 0.0173921 0.0157691 0.012476 0.0108391 0.00329306 0.00227042 0.0102481 0.006476 0.00255738 0.00964369 0.00831507 0.00391861 0.00604581 0.00338203 0.00266378 0.0037721 0.00292307 0.00226926 0.00250555
internal_count=3910 3797 3493 3314 3247 2737 1862 1833 1770 1720 1675 1512 1478 1091 970 387 269 875 481 358 527 387 123 265 181 84 394 163 122 99
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=403 453 1429 1374 403 1374 43 159 1 14 42 15 11 159 4 38 39 49 159 1 13 15 52 13 51 160 43 13 2 12
split_gain=0.000721455 0.00075695 0.000636402 0.000534612 0.000485957 0.000462857 0.000478995 0.000518261 0.000599676 0.00132754 0.00059967 0.000797093 0.000698903 0.000667041 0.000566316 0.000556976 0.000551379 0.000565825 0.000503232 0.000472077 0.00038986 0.000384697 0.000378408 0.000587637 0.000379215 0.000444161 0.000489657 0.000564032 0.000358597 0.000276515
threshold=0.10020000000000001 0.096095000000000014 -1.0000000180025095e-35 0.090240000000000015 -0.088854999999999976 -0.094679999999999986 0.24789500000000006 -0.034019999999999988 0.13662500000000002 0.077685000000000018 -0.10770999999999999 -0.26361999999999991 0.088315000000000018 0.10407500000000001 -0.0037349999999999992 0.084445000000000006 0.085060000000000011 -0.084114999999999981 -0.23964999999999997 0.099595000000000017 -1.0000000180025095e-35 -0.046449999999999998 0.11401500000000002 -0.10241499999999999 -0.089214999999999989 0.08234000000000001 -0.26007999999999992 0.10741000000000002 0.097940000000000013 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 -1 4 -4 -6 7 14 9 10 -9 -12 13 15 -7 16 17 19 -16 20 -13 -10 23 28 -25 26 -26 29 -19 -28
right_child=-2 -3 3 -5 5 6 -8 8 21 -11 11 12 -14 -15 18 -17 -18 22 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00096513261239180215 -0.0010761258300702372 -0.0011680859418278214 -0.0007447630232420892 -0.00088291252136360042 -0.00059416942999104914 -0.0010669208161539884 -0.00057982373542701782 -0.00065845768082144977 0.0013462735749586927 -0.0011732599995981771 0.001263276067943047 -0.00095141428505830696 -0.00083717037863833199 -0.00082164801424601606 0.00069495943354832765 -0.00047417331386427267 0.0010785655325582775 0.00037964007291495054 -0.00056344197767629433 0.00049931687204092903 0.00011262703723230862 0.00028291716445623589 -0.00028946955702630783 0.00090149342510805017 0.00082769033379170723 0.00080859144191832496 0.00030066561130731893 -0.00098396995392534834 0.0012985447303418963 -0.00030853072087061781
leaf_weight=0.0011710822643953281 0.0011884631105077139 0.0010050826250846958 0.0012972693901334145 0.0011050914198946762 0.0017021256644511587 0.0012387291085395602 0.0016773101052487407 0.0013517861148979729 0.0013101880180438896 0.001300867872153332 0.0013628333554556093 0.0014936964953475851 0.0011109623705891627 0.0010028576343269471 0.0011439216005266761 0.0015779941530511534 0.0017498826254107583 0.0012176772959300213 0.0011589071899851247 0.0012588723358817333 0.0010711246278312095 0.00116379716689785 0.0013364574852572355 0.0017453311973758554 0.0013765883014187344 0.0019213439597829405 0.0041730082755461377 0.0010045050994449412 0.0020895179768682937 0.0019950708669112527
leaf_count=181 277 35 508 77 68 236 193 143 131 81 120 69 52 169 64 48 131 34 90 40 21 39 104 103 17 97 181 19 49 533
internal_value=0 -1.34249e-05 1.3496e-05 4.08236e-05 6.58235e-05 9.24212e-05 0.000123311 0.00015593 0.000209031 0.000156743 0.000216736 0.000259776 0.000207427 0.000253822 -0.00033308 0.00029874 0.000353109 0.000291732 6.16642e-05 -0.000175723 -0.000507048 0.000846056 0.00039775 0.000456916 0.000320658 0.000223839 9.24213e-05 -4.86942e-05 0.000960213 0.00010362
internal_weight=0 0.0441139 0.0431088 0.0419377 0.0408326 0.0395354 0.0378332 0.0361559 0.0326144 0.0301404 0.0288395 0.0274877 0.0261249 0.0250139 0.00354156 0.0240111 0.0224331 0.0206832 0.00230283 0.00382369 0.00256482 0.00247399 0.0168595 0.015523 0.0122158 0.0104705 0.00854917 0.00717258 0.0033072 0.00616808
internal_count=3910 3633 3598 3417 3340 2832 2764 2571 2181 2011 1930 1787 1667 1615 390 1446 1398 1267 154 130 90 170 1137 1033 950 847 750 733 83 714
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=29
num_cat=0
split_feature=52 133 1374 1213 1374 453 1456 0 0 132 1 49 3 52 47 13 3 0 2 3 14 47 13 13 1 43 12 48
split_gain=0.000590032 0.000533211 0.00047607 0.000503034 0.00042637 0.000432672 0.000709543 0.000594712 0.000366744 0.000574432 0.000470607 0.0004901 0.000829609 0.000388245 0.0013291 0.000680068 0.000367111 0.000555353 0.000408953 0.000355824 0.00033509 0.000526769 0.000313742 0.000219055 0.000194117 0.000156951 0.000134455 8.85249e-05
threshold=-0.42985499999999993 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.087785000000000016 0.086795000000000011 -1.0000000180025095e-35 -0.23029999999999998 -0.074904999999999985 0.080815000000000012 0.094385000000000011 -0.084114999999999981 0.086245000000000016 0.11588000000000002 0.085165000000000018 -0.089189999999999978 -0.0026499999999999996 0.12500000000000003 -0.13811499999999996 -0.115685 -1.0000000180025095e-35 0.09252500000000001 -0.0038299999999999996 -0.084084999999999979 0.11593500000000001 -0.076484999999999984 0.092255000000000018 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 27 10 13 11 -9 22 15 -15 26 17 18 -17 -12 -21 24 23 -13 -22 -20 -10 -8
right_child=1 -3 3 4 -6 -7 7 8 9 -11 19 12 -14 14 -16 16 -18 -19 25 20 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00099294245749390183 -0.00071750739920354916 -0.00076223528374808557 -0.00077043368984270786 -0.00085217567034236814 -0.0007809572417225403 -0.00074017714396295967 0.0011709718304034025 -0.0011695204255424716 0.00068230264610350975 0.0011857277028899723 -0.00050694737413938137 -0.00051164919812750169 0.0010148917425023682 -0.0013214419939321087 0.00085444235503539655 -0.00020500153842423999 -0.00039411018465174158 -0.00033336239109952074 0.00045629161617833145 -0.00017896827449500957 0.00064536811573164552 -7.4817244954661154e-05 -0.00089163101094619647 0.00030756732876898813 0.0014004437465664191 0.0010668172561122307 0.0013789336624529989 0.00063353453256628539
leaf_weight=0.0011971804670846123 0.0015512916079458696 0.0016945165307944978 0.0013260276284581809 0.0012841667720502317 0.0010231569359291362 0.0010658159291363481 0.0010913768150757541 0.0010468614032461687 0.0010888976146166138 0.0013358461061149249 0.001108716769941509 0.0012606094963257802 0.0010163101070137515 0.0011870142419825322 0.0010265342700854774 0.0010009791078933209 0.00188228612214304 0.0018458548582778178 0.0014119709646771587 0.0017066464888007005 0.0019752116988511759 0.0017066989235334507 0.0015644671419766474 0.0013001755950483307 0.0010085165283737485 0.0019884792786114521 0.0010842411705311861 0.0013375046967496473
leaf_count=353 64 527 506 248 91 61 50 77 55 83 44 296 21 83 19 27 71 45 106 53 118 64 215 399 115 84 15 20
internal_value=0 5.5265e-06 4.14399e-05 7.53943e-05 0.000109027 0.000137197 0.000167112 0.000210779 0.000152209 0.000312862 -1.02952e-05 -0.000296183 -0.000118365 0.000219702 -0.000312374 0.000334019 0.000148009 0.000311347 0.000581723 0.000225416 0.000352346 0.000545669 -0.000397558 -9.57122e-05 0.000900588 0.000813308 0.00102987 0.000875023
internal_weight=0 0.0379202 0.0362257 0.0346744 0.0333483 0.0323252 0.0312594 0.0299752 0.0275463 0.0138521 0.0136942 0.00618842 0.00514156 0.0125163 0.00221355 0.0103027 0.00812957 0.00624728 0.00440143 0.00750579 0.00639707 0.00469043 0.00412525 0.00256079 0.00298373 0.00340045 0.00217314 0.00242888
internal_count=3910 3557 3030 2966 2460 2369 2308 2060 1990 588 1402 1008 931 505 102 403 333 262 217 394 350 297 910 695 233 190 70 70
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=15
num_cat=0
split_feature=15 12 132 1 376 13 47 2 2 52 13 3 4 3
split_gain=8.72076e-05 0.000173673 0.000113083 0.000132373 0.000143522 0.000131557 0.00016366 0.000193084 0.000139137 0.000246987 0.000284019 0.000178437 0.000217443 0.000125782
threshold=0.079360000000000014 0.091475000000000015 0.080815000000000012 0.13662500000000002 1.0000000180025095e-35 0.098990000000000009 0.086425000000000016 0.11462500000000002 0.10571000000000001 -0.087604999999999988 -0.10241499999999999 0.090325000000000003 -0.0025899999999999994 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 -1 -11 12 -12 -8
right_child=1 -3 -4 -5 -6 -7 13 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0016688315568622431 -0.0020120969754976173 0.00029583049593268719 0.001269580551963827 0.0012582001648977384 0.0012451823400797838 -0.0014581804532520053 0.00022534065541895772 0.0017702869393759672 -0.0014097668758828532 0.00285634894937685 0.00059755424973620061 0.001621877006270286 -0.0021016695008010014 -0.0018086440418643968
leaf_weight=0.0012550132636294509 0.0013561808113529408 0.0015898394003014127 0.0017156702735622023 0.0016782154919327127 0.0015105836514127677 0.0018797488198482601 0.0010643061185563879 0.0014770714941112484 0.001471990407599183 0.0010618489307160917 0.0015426018310472217 0.0011935305674928287 0.0011841523403575416 0.0019021084211138526
leaf_count=299 868 568 270 155 157 165 207 196 167 57 288 65 291 157
internal_value=0 -0.000766609 0.000109648 -5.91144e-06 -0.000142401 -0.000291774 -0.000111356 0.000201077 -9.9584e-05 0.000209624 0.000682812 9.40879e-05 -0.000574642 -0.00107888
internal_weight=0 0.00294602 0.0189368 0.0172212 0.015543 0.0140324 0.0121526 0.00918621 0.00770914 0.00623715 0.00498213 0.00392028 0.00272675 0.00296641
internal_count=3910 1436 2474 2204 2049 1892 1727 1363 1167 1000 701 644 579 364
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=27
num_cat=0
split_feature=1429 1213 31 151 4 11 2 49 133 0 47 52 42 49 1374 0 2 43 43 2 43 3 16 12 51 8
split_gain=0.000510043 0.000514158 0.000432316 0.000360913 0.000672084 0.00055224 0.00046746 0.000395068 0.000411021 0.000604686 0.000438722 0.000577584 0.000563695 0.000669097 0.000441976 0.000466439 0.000781424 0.000405232 0.000387541 0.000352219 0.000682319 0.000312973 0.00027694 0.000354657 0.000604578 0.000199685
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -0.13811499999999996 0.13725000000000001 0.10681500000000001 -0.017269999999999997 0.13206500000000002 0.10218500000000001 0.098285000000000011 -0.091004999999999989 -0.094679999999999986 -0.10575999999999998 0.08400500000000001 -0.15648499999999999 0.070805000000000021 0.087005000000000013 -0.078644999999999979 0.11476000000000001 -0.014754999999999999 0.085665000000000005 0.077145000000000005 0.086320000000000022
decision_type=2 2 2 2 2 2 2 2 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 25 8 9 10 11 12 13 -5 -15 22 -17 -11 -19 -18 -21 -8 23 24 -16 -6
right_child=1 2 3 4 6 -7 21 -9 -10 17 -12 -13 -14 14 15 16 19 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.0010075136805088823 -0.00083161098670408106 0.00085979279167816753 -0.00081554671376941174 -0.0009526120112765135 -0.0004847846044580255 -0.0010359379068478449 0.0012175487153506109 0.00084768974824175783 -0.00086819296822203819 0.0010874017208394142 -0.00081986136149139949 -0.00082087479586719525 0.0008931689178558965 -0.00071888209616709404 -0.00061073322352492949 -0.00095071143875550602 0.00095401312814776137 -0.00034613149399055751 0.0005771586209448868 -0.0010034512710393332 0.00051361710907017809 0.00030805401136229011 0.00098493889360225175 0.0010065938772653386 0.00059283288629292301 0.00042175940189846309
leaf_weight=0.0010731486317208097 0.0014767335469656742 0.0013326003659022137 0.0010780584879732649 0.0015601265292102236 0.0010347328606030715 0.0011538249813152204 0.0019842412749975216 0.0011017189382134243 0.0012211267374496173 0.0014506986273090661 0.0017404815346573335 0.0018642973285181155 0.0014779567423843778 0.0013892810021616251 0.0016459968219890708 0.0017780452674123256 0.0010179090001176117 0.00167047605935356 0.002284600130792569 0.0010034507900904543 0.0016874742710427659 0.0013491079427325747 0.0014507874836056003 0.0010327810363079948 0.0019182531070978115 0.0010282038159643569
leaf_count=181 592 111 84 100 19 125 180 64 405 19 22 389 78 45 69 324 181 99 31 252 243 102 70 25 56 44
internal_value=0 1.10549e-05 4.5377e-05 1.43009e-05 4.07335e-05 -4.86794e-05 0.000512119 -6.94629e-06 -4.28926e-05 -2.53655e-06 -0.000121696 -5.35306e-05 3.60918e-05 -5.13643e-05 5.74304e-05 0.000150932 -0.000156648 0.000428776 0.000187195 0.000224033 -5.21004e-05 0.000849449 0.000429984 0.000254845 3.70172e-05 -3.29472e-05
internal_weight=0 0.037733 0.0362562 0.0349236 0.0338456 0.0284493 0.00539629 0.0272955 0.0261937 0.0249726 0.0195668 0.0178264 0.0159621 0.0144841 0.012924 0.0115347 0.00548688 0.00540577 0.00395508 0.00370883 0.00269093 0.00333335 0.00604782 0.00459703 0.00356425 0.00206294
internal_count=3910 3729 3137 3026 2942 2597 345 2472 2408 2003 1854 1832 1443 1365 1265 1220 1000 149 130 676 495 282 220 150 125 63
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=16
num_cat=0
split_feature=1 0 2 160 43 43 52 52 39 52 457 42 49 16 52
split_gain=8.9407e-05 0.000184416 0.00016818 0.000166027 0.000153979 0.000158546 0.000132036 0.000277032 0.000178623 0.000193562 0.000245968 0.000165192 0.000110516 0.000108845 0.000121482
threshold=0.087480000000000016 -0.070894999999999986 0.084235000000000018 0.08234000000000001 -0.18906999999999999 0.070805000000000021 -0.37613999999999997 -0.108275 0.085060000000000011 -0.074484999999999982 0.041935000000000007 0.090930000000000011 -0.0057999999999999987 -0.055679999999999993 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -2 -8 9 -9 11 12 -11 14 -14
right_child=6 4 3 -5 5 -7 7 8 -10 10 -12 -13 13 -15 -16
leaf_value=0.00049236551151180202 -0.0014016158769228149 0.0018287828040809055 -0.003280877305144838 -0.00054617436218971807 -0.0015620517569051818 0.00075172671423656353 0.0028986813936769857 -0.0018380486475219674 0.0018109330110368978 -0.0010747464883457071 0.0025351626242553623 -0.0019269512700786898 0.00037640217056145739 -0.00061218535537179255 0.0025926465475383468
leaf_weight=0.0010022719686171855 0.0012447498848864322 0.0012770872919478649 0.0014447973681217946 0.0011233742910515543 0.001603821492371732 0.0017773478759894878 0.0011643259458914432 0.0015484489002128869 0.001608373668712069 0.0014023699082232922 0.0011255952509365841 0.0012303610591660741 0.0018614735979959364 0.0013457520713323536 0.0011324141428734613
leaf_count=307 190 44 1309 245 298 81 140 97 278 106 96 249 238 137 95
internal_value=0 -0.000448909 -0.00136125 -0.00208466 0.000250382 -0.000345789 0.000255065 0.000421112 0.000164803 -0.000109661 0.000220832 -0.000152785 0.000227372 0.000648156 0.00121468
internal_weight=0 0.0082287 0.00357044 0.00256817 0.00465826 0.00338117 0.0136639 0.0124191 0.0112548 0.00964641 0.00809797 0.00697237 0.00574201 0.00433964 0.00299389
internal_count=3910 2284 1861 1554 423 379 1626 1436 1296 1018 921 825 576 470 333
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=31
num_cat=0
split_feature=403 1429 151 151 31 1374 1374 52 52 151 147 16 11 2 51 52 3 52 124 43 16 160 4 13 16 1 42 47 3 1
split_gain=0.000547511 0.000527642 0.000549113 0.0005497 0.000475555 0.000439651 0.000434054 0.000401878 0.000524048 0.000442104 0.000463963 0.000641335 0.000460934 0.000415687 0.000598807 0.000456022 0.000442974 0.000428492 0.000381125 0.000594284 0.000536527 0.000522476 0.000453233 0.000428926 0.000404509 0.000395939 0.000349736 0.000299471 0.000198084 0.000162294
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.40391999999999995 -0.15010999999999997 -1.0000000180025095e-35 0.086000000000000007 -0.094679999999999986 -0.048794999999999991 -0.084699999999999984 0.13340000000000005 0.10136000000000002 -0.50585499999999983 0.080455000000000013 0.096970000000000015 -0.095859999999999987 -0.092084999999999986 -0.073984999999999981 -0.24456499999999998 0.11158000000000001 -0.15648499999999999 0.15737500000000001 -0.11175999999999998 -0.078094999999999984 0.16421000000000002 -0.19424999999999998 0.097265000000000018 0.088345000000000021 0.093315000000000023 1.0000000180025095e-35 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 13 10 11 27 18 14 16 -16 -8 -15 19 23 21 -21 24 -13 -23 28 -27 -9 -24 -26
right_child=-2 2 3 4 5 -7 7 9 -10 -11 -12 12 -14 17 15 -17 -18 -19 -20 20 -22 22 25 -25 29 26 -28 -29 -30 -31
leaf_value=-0.00089293956323452275 -0.00093082325006412577 -0.00079114925227953927 0.00084623893987324176 0.00069976259307130836 -0.00063829982256262895 -0.00082412396528429885 0.00088116766677136715 0.00091179496475420573 0.00081084780862434301 0.00071560941236375412 -0.00090371872292831549 0.0010147116191389109 -0.0009524190069954869 -9.5464212406203933e-05 -0.0011444141949471911 -4.9853791494255802e-05 -0.00022137898270929211 0.00086520446002602894 0.0006552778508988258 -0.0010028058568565619 -0.00099923438759968617 -0.00037959492546994327 -0.00086754881889037033 2.6036558203607858e-05 0.00026483352694659434 -0.00029117619591731571 0.00059423697673928911 8.5041606369070231e-05 -0.00018075561504309715 0.00089886329995467044
leaf_weight=0.0010050762887994216 0.0010103817556376673 0.0012483784468582107 0.0012853329478730293 0.0015161987589475947 0.0015109933402932532 0.0010003021432776196 0.0011254816922804389 0.001405141897698573 0.0020636744019248976 0.0011078200998362311 0.0010310701014883952 0.001009694096506304 0.0010103563245054117 0.001224426022534475 0.0011152631635549248 0.0012460429748701873 0.0011282207830096702 0.0017352155280914161 0.0010039229297440491 0.0010427646435062785 0.0013551483565277236 0.0010414514836156741 0.0018209525930840348 0.0020681713892027886 0.0014350903632820633 0.0019279197139028259 0.0010740232679232742 0.0013079956734026177 0.0010091382474719524 0.0011047440311893197
leaf_count=181 307 85 70 104 47 90 45 140 196 27 19 41 69 165 222 78 32 111 13 322 63 11 546 87 469 106 76 44 38 106
internal_value=0 -3.69627e-06 1.98516e-05 4.74335e-05 1.84471e-05 -1.20206e-05 1.26673e-05 4.39986e-05 0.000255364 -4.9643e-05 -9.07016e-05 -4.79684e-05 -0.000138044 0.000104026 -0.000129246 -0.000566823 0.000329224 0.000467769 -8.62721e-05 -0.000136272 -0.000263086 -0.000167678 -7.51667e-05 0.000350372 0.000273015 -0.000288975 2.56034e-05 0.00051322 -0.000622656 0.000540616
internal_weight=0 0.03896 0.0379549 0.0367066 0.0354212 0.033905 0.0329047 0.0313937 0.00963832 0.0217554 0.0206476 0.0196165 0.0169034 0.00757465 0.00461501 0.00236131 0.0022537 0.00295964 0.015893 0.0148891 0.0118112 0.0104561 0.00941332 0.00307787 0.00358129 0.00583203 0.00300194 0.00271314 0.00283009 0.00253983
internal_count=3910 3603 3422 3337 3267 3163 3073 3026 849 2177 2150 2131 1947 653 377 300 77 276 1878 1865 1737 1674 1352 128 586 766 182 184 584 575
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=146 147 1456 403 133 453 52 1374 1374 0 0 52 15 51 1 52 52 3 151 12 1 38 51 4 16 376 157 2 148 13
split_gain=0.00110363 0.00121274 0.000931025 0.00092836 0.00081124 0.000804366 0.000697447 0.00073548 0.000639703 0.000719655 0.000688683 0.000847044 0.00178487 0.000658386 0.000976028 0.000789742 0.00071784 0.000629734 0.000653457 0.000581285 0.00104101 0.000829496 0.000573536 0.000472686 0.00120243 0.000593561 0.000455411 0.000597418 0.0004422 0.00036191
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.11326500000000002 0.10681500000000001 0.089535000000000017 -0.51745999999999992 -0.094679999999999986 0.09309000000000002 -0.23029999999999998 -0.074249999999999997 0.11401500000000002 -0.03231499999999999 0.12664500000000004 0.094385000000000011 0.084890000000000007 0.048490000000000012 0.088060000000000013 -0.08341999999999998 0.092475000000000016 0.11561500000000001 0.098160000000000011 -0.40274499999999996 -0.49837999999999999 0.31524000000000002 0.084680000000000019 -1.0000000180025095e-35 0.094825000000000007 -0.081574999999999995 -0.087864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 9 -9 13 22 -13 14 15 16 17 18 -11 21 -21 26 -12 24 -24 -25 -16 -28 -3 -6
right_child=-2 28 3 -5 29 -7 7 8 -10 10 11 12 -14 -15 19 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00094551701608310142 -0.0012700094714548815 7.5125856847588308e-05 -0.00094485587705575678 -0.0012920134648698031 -0.0012959892057918675 -0.0010860375773682209 -0.00069293640566305654 0.0007297907102333267 -0.00092300523105895123 0.00011231931457743388 -0.00041665182078474847 0.00070620376297791758 -0.0013461246597677051 -0.0010700510845356814 -5.7481073174375597e-05 -0.001299403504352275 0.0006239151506932418 0.00037747865166813422 -0.00089390444969298158 -0.0010773095649014282 0.00045199594978346819 -0.00057807687924313475 -0.0010502065823737362 0.00071892119425470984 0.00095735788209343079 -0.00033397318633736714 0.00035461909470775003 0.0013409164082227466 0.0011417077701190072 -0.00024333198541609709
leaf_weight=0.0020231170325764039 0.0012704720143119621 0.001037164783291189 0.0011840221162267009 0.0010107030350888216 0.0011586385453128401 0.0011061418780329282 0.0020190458326538865 0.0037043327541130744 0.001006140583470482 0.001723115454792091 0.0013141145916044658 0.0015021695939285706 0.0015699399398130245 0.0010996936096014922 0.0010721564448985532 0.0012483099332064604 0.0017214940105663157 0.0016637101214769245 0.0036369374272707733 0.0013438575683970555 0.0020159720461379038 0.0010382148260248414 0.0010997895882667317 0.010520113865732053 0.0010627431911416352 0.0010684611720923618 0.0019484607513038377 0.0025932414714314733 0.0021933453964395602 0.0012091157768142615
leaf_count=365 11 59 222 203 26 42 59 46 54 150 62 65 56 64 23 463 105 20 510 68 20 24 73 315 4 32 76 133 89 471
internal_value=0 -1.62511e-06 -4.98388e-05 -1.4749e-05 1.07485e-05 4.84851e-05 7.50977e-05 0.000101367 0.000137854 0.000162708 0.000109177 0.000301516 -0.000342598 -5.6114e-05 -3.78253e-07 -0.000297943 -0.000154993 -0.0003459 -0.00057043 0.000296641 -0.000159692 0.000527127 0.000432864 0.000514047 -6.36202e-05 0.000621845 0.000731521 0.00091778 0.000799279 -0.00075844
internal_weight=0 0.0568943 0.0536638 0.0516406 0.0506299 0.0482622 0.047156 0.045972 0.043953 0.0429468 0.0392425 0.0181373 0.00307211 0.0211052 0.0200055 0.00999357 0.00874526 0.00702376 0.00536005 0.0100119 0.00335983 0.00665207 0.0150652 0.0137511 0.00216253 0.0115886 0.00561386 0.0045417 0.00323051 0.00236775
internal_count=3910 3899 3751 3386 3183 2686 2644 2422 2363 2309 2263 607 121 1656 1592 1248 785 680 660 344 88 256 486 424 77 347 232 209 148 497
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=31
num_cat=0
split_feature=52 151 133 1456 1374 480 1213 38 1374 1132 49 52 15 52 52 47 42 148 1 0 0 49 3 2 52 0 4 151 12 42
split_gain=0.000658396 0.000511093 0.000508168 0.000541964 0.000505938 0.000536884 0.000568179 0.000495893 0.000507181 0.00035654 0.000397677 0.000777996 0.000896211 0.000522989 0.000570718 0.000478005 0.00058311 0.000564183 0.000754556 0.00058648 0.000788662 0.000522721 0.000487671 0.000524336 0.00043521 0.000414349 0.000370568 0.000340021 5.77731e-05 5.31895e-05
threshold=-0.42985499999999993 -0.40391999999999995 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.084470000000000003 -1.0000000180025095e-35 0.14121000000000003 0.11588000000000002 -0.035939999999999993 0.10062000000000001 0.092885000000000009 0.13206500000000002 -0.10770999999999999 0.089690000000000006 0.11368000000000002 -0.076099999999999987 -0.230625 -0.085974999999999982 0.086245000000000016 0.08400500000000001 -1.0000000180025095e-35 -0.099864999999999995 -0.37626499999999991 -0.081219999999999987 0.093870000000000023 0.093785000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8 11 13 -13 14 15 16 -11 18 19 20 -18 -22 23 25 -25 -23 -21 -28 -29 -20
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 29 26 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0011433436799905018 -0.00099089200898673968 -0.00079285048700777081 -0.00078567280926332504 -0.0007421675965228789 -0.00075466473346134379 -0.00080602753277996583 -0.00059080867969698453 -0.00054796747635700268 -0.0008100959104121988 -0.00071644215019839839 0.0013145696355976162 0.00027825970125956327 -0.0015771239231178627 0.0013004081543997778 -0.00081329543612463121 -0.00062823571594468157 0.0013088685767313148 -0.00046015867459148798 0.0015440258629614006 0.00010881453803234917 -0.00084962792076416981 -5.0790504470629556e-05 0.00080921547682728996 -0.00018609067970508296 0.0010117684252331637 -0.0013278409690686004 0.00031351922145169325 0.0015219747161823597 0.0010670729472996455 0.0011020055608320185
leaf_weight=0.0012721556072484699 0.0012356370112769346 0.001705635930014048 0.0017784956957814227 0.0016324281862978287 0.0014986297100872117 0.0013871584160062836 0.0010234121115236796 0.001879517966602239 0.0010143956745962681 0.0010117948247927713 0.001038336393833105 0.0015662783497906174 0.0011036411423033235 0.0015293944800198736 0.0010061650140801839 0.0010694160675939193 0.0014940554545672504 0.0013889777291549157 0.0015162142643794221 0.0011914718068766206 0.0013075921868761506 0.001658643410181071 0.0024720084769569439 0.0014876753763705657 0.0015301186944361462 0.0010206354886386215 0.0010102843892738633 0.0020412295282725866 0.0010521865902139993 0.0012231861373402375
leaf_count=353 71 296 525 51 461 179 23 81 79 91 29 163 114 46 37 19 41 27 171 69 66 43 35 208 208 199 48 59 42 76
internal_value=0 8.25254e-06 3.86317e-05 7.6357e-05 0.000116259 0.000155708 0.00019479 0.000238388 0.000286441 0.000323839 0.000356432 0.000320492 -0.000488684 0.000406871 0.000348673 0.000400691 0.000452095 0.000510068 0.000580976 0.000452025 0.000243989 7.61047e-05 0.000224283 -2.95242e-05 0.000421262 -0.000537266 0.000883041 0.00110783 0.00136725 0.00134666
internal_weight=0 0.0418746 0.040639 0.0388605 0.0371548 0.0355224 0.0341353 0.0326366 0.0307571 0.0297427 0.0287193 0.027681 0.00266992 0.025011 0.0234817 0.0224755 0.0214061 0.0203943 0.0190053 0.0162659 0.0109707 0.00947667 0.00816908 0.00569707 0.00301779 0.00267928 0.00529517 0.0041037 0.00309342 0.0027394
internal_count=3910 3557 3486 2961 2665 2614 2435 1974 1893 1814 1791 1762 277 1485 1439 1402 1383 1292 1265 1018 800 759 693 658 416 242 218 149 101 247
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=31
num_cat=0
split_feature=403 1429 151 4 11 133 1456 0 1373 0 2 2 47 4 3 0 133 49 3 15 1 52 2 16 12 1 8 0 0 3
split_gain=0.000668653 0.00050295 0.000471508 0.000556672 0.000631395 0.000570064 0.000559668 0.000580514 0.000545737 0.000541719 0.000506499 0.000338673 0.00045984 0.000551063 0.000332564 0.000320764 0.00033618 0.000385229 0.000347911 0.000504527 0.000383395 0.0003702 0.000611146 0.00039848 0.000347574 0.000633732 0.000314489 0.000276445 0.000240561 0.000237989
threshold=0.10020000000000001 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 0.080455000000000013 0.10681500000000001 -1.0000000180025095e-35 -0.017269999999999997 0.085550000000000015 -0.032484999999999993 -0.13811499999999996 0.11043500000000002 0.085165000000000018 -0.49837999999999999 0.11476000000000001 -0.060094999999999989 -0.090054999999999982 -0.091004999999999989 0.090325000000000003 -0.097794999999999979 0.11215000000000001 0.084890000000000007 0.099015000000000006 -0.15168999999999996 0.085325000000000012 0.088495000000000018 0.08573500000000002 -0.053834999999999994 -0.089879999999999974 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 15 26 12 13 -9 -12 16 -8 -18 21 -20 -21 22 23 -19 25 28 -5 -17 -25 -15
right_child=-2 2 3 10 -6 -7 7 11 -10 -11 14 -13 -14 29 -16 27 17 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097266294753557388 -0.0011448947383792573 -0.00085429388646036074 -0.00083254781236416823 -0.00059539991424263606 -0.001020824303802009 -0.00082539195316601224 -0.0007346256960500166 -0.00079263165943073638 -0.00099110339303791397 -0.00091115893075366676 0.0011582792273267641 0.0011067069609320816 0.0010836620417126273 6.5834772502335206e-05 0.00024720763465510201 0.0010724076287055926 -0.00051330635867168875 0.00064240201999097885 -0.00039082039159368153 0.0010365160183744436 7.9269376720331921e-05 -0.0007334064246534253 0.0010176639012265817 2.2600464004632833e-05 -0.00085911204722999366 -0.00056996206662347088 0.00047077829267512354 0.00014037676958614199 0.00087772538678520563 0.00093465005877538384
leaf_weight=0.0010044867779739333 0.0010158269049982118 0.0011449654910329335 0.0012937139184820692 0.0010746397767888993 0.001173497381911969 0.0014702005553086641 0.0010401888766195513 0.0010379025933175967 0.0010311584325419778 0.0010853561647081724 0.0020671988734800575 0.0013616152869637688 0.0011551401902352154 0.0015321179022294018 0.0012672650829026466 0.001164210623503692 0.0018624840762786433 0.0013662819139463782 0.0010305987530614402 0.0024604314676039971 0.0012309073506155954 0.0011505980371817057 0.0012502330720325361 0.0012972760123876048 0.0012305933641540978 0.0022418505157588697 0.0010955610629062029 0.0013449001318477398 0.0012831587917327995 0.0010364762285268786
leaf_count=181 277 85 312 18 132 478 307 50 49 29 220 33 15 33 106 21 110 35 36 49 36 396 112 91 351 73 44 85 110 36
internal_value=0 5.61997e-06 3.09593e-05 5.78909e-05 -1.25998e-05 2.56188e-05 6.80493e-05 0.000109375 3.53585e-06 5.22847e-05 0.000469347 0.000490854 0.000314748 6.84694e-05 0.000812026 0.00010469 3.73555e-05 8.63062e-05 0.000163103 0.000475455 0.000717314 1.2908e-05 0.000111958 -4.06657e-05 -0.000194851 -2.53385e-05 -5.71717e-05 0.000572833 0.000447824 0.000416418
internal_weight=0 0.039785 0.0387805 0.0376356 0.0321309 0.0309574 0.0294872 0.0281935 0.0220702 0.0210391 0.00550466 0.00612325 0.00476164 0.0036065 0.00333446 0.0199537 0.0174446 0.0164044 0.0145419 0.00472194 0.00369134 0.00981999 0.00866939 0.00741916 0.00605288 0.00482229 0.0021702 0.00250911 0.00258043 0.00256859
internal_count=3910 3633 3452 3367 2979 2847 2369 2057 1890 1841 388 167 134 119 326 1812 1706 1399 1289 121 85 1168 772 660 625 274 62 106 201 69
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=19
num_cat=0
split_feature=9 4 158 49 159 156 15 15 16 2 2 43 42 0 1 16 4 0
split_gain=0.000105165 0.000166091 0.000193679 0.000162912 0.000132887 0.000246765 0.0001821 0.000179199 0.00017319 0.00012022 0.000318369 0.000253832 0.000310536 0.000401132 0.000268779 0.000226566 0.000119343 0.000122285
threshold=-0.016839999999999997 0.28937500000000005 0.085745000000000002 0.10960000000000002 0.088320000000000023 0.082605000000000026 -0.095799999999999982 -0.089594999999999994 -0.17157499999999998 0.10113500000000002 0.10946500000000002 0.0050750000000000005 0.091230000000000019 -0.017269999999999997 0.088135000000000005 -0.071319999999999981 0.41897000000000006 -0.14070999999999997
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 -2 11 -11 12 13 14 -9 -12 -3 -18
right_child=1 16 -4 -5 -6 -7 7 9 -10 10 15 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0013900679791256899 -0.00012007493336944264 0.0018732515378751318 -0.0020316895054905129 0.0014203989697465468 0.0011450071576208796 -0.0024723488895558262 0.0015886227726134032 -0.00062296643151782578 -0.0027196953251106236 -0.0026460096706105063 -0.0014429837507989336 0.0018475111731310633 0.0014916069800459913 0.0013284441754252254 -0.0034715099278115448 0.0013609812351455016 -0.00095554312723145345 0.0011059188651710338
leaf_weight=0.001018417244924962 0.0010049451444071877 0.001307253116205608 0.0011420554534533464 0.0012478366777148855 0.0012442406405221975 0.0010384166660783465 0.0012670598103244864 0.0014834100489985996 0.0010388056872230296 0.0012700054141765449 0.0010226570377548372 0.0014083842794653939 0.0014158631032431812 0.0010844689096698532 0.0011897676849017547 0.0013103076861858132 0.0010350759038304513 0.0012862994421450197
leaf_count=121 55 117 327 220 222 325 148 747 240 126 62 310 247 52 208 138 72 173
internal_value=0 -7.77139e-05 -0.00025188 -0.000132497 -0.000255308 -0.000375187 -0.000213822 5.25925e-06 -0.00144142 -0.000191721 -0.000847306 0.000167151 -0.000290294 -0.000961705 -0.00189079 0.000131861 0.000794321 0.000186735
internal_weight=0 0.0217969 0.0181682 0.0170262 0.0157783 0.0145341 0.0134957 0.0114519 0.00204375 0.0101849 0.00360297 0.00658189 0.00517351 0.00375765 0.00267318 0.00233296 0.00362863 0.00232138
internal_count=3910 3789 3427 3100 2880 2658 2333 2038 295 1890 326 1564 1254 1007 955 200 362 245
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=31
num_cat=0
split_feature=403 51 124 480 43 40 131 42 123 105 48 2 14 484 133 133 48 457 16 15 4 12 2 159 2 0 0 16 2 4
split_gain=0.000767589 0.000713772 0.000712072 0.000665965 0.000683934 0.000597182 0.000638557 0.000574409 0.00111462 0.000520337 0.000513989 0.00068874 0.000543213 0.000446548 0.000454178 0.000392277 0.0003536 0.00049037 0.000585934 0.000384719 0.000599143 0.000829856 0.000498739 0.000475657 0.000644997 0.00074639 0.000666507 0.000516107 0.000363557 0.000342982
threshold=0.10020000000000001 -0.40274499999999996 0.51367000000000018 0.086640000000000009 0.24789500000000006 -0.083709999999999993 0.092855000000000007 -0.10770999999999999 0.086870000000000017 0.078475000000000017 0.11930500000000001 -0.14847999999999997 0.077685000000000018 -0.0043499999999999988 0.086975000000000011 0.085625000000000021 -0.09386499999999999 -0.0034949999999999994 -0.50585499999999983 -0.11739999999999999 0.17888000000000001 0.098180000000000003 0.10946500000000002 0.09141500000000001 0.10113500000000002 -0.072864999999999985 -0.12329499999999999 -0.094359999999999986 0.08400500000000001 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 15 7 -7 9 10 11 -9 13 -13 16 -3 -15 -18 -19 29 21 22 23 24 25 26 27 -21 -28 -20
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00083480568034045128 -0.0011079738581023981 0.00017011473895655411 0.0011630158383279705 -0.00090195136941708591 -0.00097055026959101676 -0.00073435464008800245 -0.0007285610292525217 0.0011475229319363811 0.0013187256687297987 -0.00086368263353986852 -0.00050788232796601651 -0.00061921266672848683 -0.00070678316023321884 -0.00048409707511152882 -0.00054883332905424098 0.00130388531691514 -0.00048438341570634084 0.0011260281944428681 -0.00075020869046692597 5.5039154170325289e-05 0.0012712517753183012 -0.00089285412831972659 0.0011156411652161378 -0.00058793785239090327 -0.0005854087210790831 0.00096687921842162293 -0.0005802156172292713 0.0011103878754684267 0.00025649868206814965 0.00020920228216289661
leaf_weight=0.0017497235379928524 0.0011458395560421377 0.0010696725131136278 0.0010028819255829538 0.0013861786832863312 0.0011623940908930255 0.0015113010400325524 0.0018764850271082425 0.0011902000414285461 0.0013356467355112858 0.0010594148169360542 0.0023634582563039066 0.0013124976907060151 0.001427255263164672 0.0011878838478622802 0.0014344579139389238 0.0011441764143242938 0.0014599452637389368 0.0015238002439037319 0.0011928403019957198 0.0015209797353463728 0.001155593771692053 0.0010428541440008496 0.0013939487592766761 0.0010774645218312182 0.0012087040784591893 0.0034475886975507408 0.0019889433590669636 0.001873472645200977 0.0017850430444995014 0.0015549469249385162
leaf_count=133 277 75 11 214 184 162 328 42 116 19 77 307 72 36 469 83 87 79 58 25 12 97 66 73 87 87 206 26 338 64
internal_value=0 7.75099e-06 4.22846e-05 1.53228e-05 4.68731e-05 7.709e-05 3.63808e-05 7.73358e-05 0.000113914 6.39404e-05 9.54972e-05 0.00014505 0.000101802 0.000145916 0.00018633 0.000756078 0.00023137 0.000269608 0.000322617 0.000258995 0.000336671 0.000266263 0.000350816 0.000268185 0.000346194 0.000452264 0.000204764 0.000637509 -0.000184461 -0.000207287
internal_weight=0 0.0444398 0.04269 0.0416871 0.040301 0.0391386 0.0369247 0.0350482 0.0335369 0.0322013 0.0311419 0.0287784 0.0275882 0.026161 0.0248485 0.00221385 0.023414 0.0222261 0.0207662 0.0192424 0.0164946 0.015339 0.0142961 0.0129022 0.0118247 0.010616 0.00716844 0.00339445 0.00377399 0.00274779
internal_count=3910 3633 3500 3489 3275 3091 2933 2605 2443 2327 2308 2231 2189 2117 1810 158 1341 1305 1218 1139 1017 1005 908 842 769 682 595 51 544 122
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=18
num_cat=0
split_feature=38 124 484 42 15 133 160 151 1 16 1 4 16 2 16 0 376
split_gain=9.58088e-05 0.000181171 0.000172715 0.000141412 0.000224887 0.000219707 0.000375224 0.000211555 0.000208284 0.000282514 0.000179632 0.00046255 0.000169696 0.000276208 0.00013915 0.000134899 6.00081e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.11315500000000002 1.0000000180025095e-35 -0.031394999999999992 -0.082234999999999989 -0.087484999999999993 0.095575000000000007 -0.035699999999999989 0.077350000000000016 -0.084009999999999987 0.041215000000000009 -0.018734999999999998 0.24895000000000003 -0.15291499999999997 0.08426500000000002
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 5 -4 -7 -8 9 -9 11 -6 13 -10 -11 -15 -1
right_child=-2 2 3 -5 10 6 7 8 12 14 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0020225916295569797 -0.0012036005494595449 -0.0014962745232238908 0.0019857986546135556 -0.001523583032854058 0.00207971209311592 -0.0018871586179370226 -0.0013383060900896645 -0.0013178711711690661 -6.0898955837713882e-05 0.0016301684285406775 -0.0019372794155310933 -0.0020093844415652942 7.8765583143348424e-05 0.0014080397570400938 -0.00026352084067814249 0.003462240672458454 0.00053898199086936812
leaf_weight=0.0010031633172638268 0.0011789482817825539 0.0014539550231092565 0.0014143825207356278 0.0010048397474866346 0.0010056348711712237 0.0014042644174229743 0.0010703150870599041 0.0017847358429589604 0.0010182679907608794 0.0017250133251218731 0.0015294124962017541 0.0010322697557636059 0.0014864904743348006 0.0010118435193544606 0.0012197397665991705 0.0014075411690922801 0.0010048933895970835
leaf_count=160 95 592 273 264 282 322 131 134 48 150 380 491 162 48 148 113 117
internal_value=0 5.26613e-05 -7.32981e-05 4.09151e-05 0.000132796 0.000385289 0.000198639 0.000471767 0.000672453 2.9302e-05 -0.000825745 8.44211e-06 0.00129018 0.00181401 0.000845788 0.00260313 0.00128015
internal_weight=0 0.0215768 0.0195687 0.0181148 0.0171099 0.0135426 0.0121282 0.0107239 0.00965363 0.00472949 0.00356732 0.0020379 0.00492414 0.00343765 0.00294475 0.00241938 0.00200806
internal_count=3910 3815 3538 2946 2682 1529 1256 934 803 432 1153 773 371 209 298 161 277
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=17
num_cat=0
split_feature=14 1 0 147 11 3 13 12 39 47 4 2 48 48 15 52
split_gain=9.22855e-05 0.000108656 0.000199854 0.000151351 0.000191916 0.000388299 0.000203405 0.000178597 0.000167439 0.000249813 0.000253479 0.000461261 0.000212721 0.000103147 0.000168561 0.000238345
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 1.0000000180025095e-35 0.081005000000000008 -0.10315499999999998 -0.089899999999999994 0.051320000000000005 0.084835000000000008 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.085090000000000013 0.086065000000000016 0.083935000000000023 0.092550000000000007
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 -3 -7 8 9 10 12 -12 -8 14 15 -4
right_child=-2 3 13 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0019552804724419929 -0.0014165705685752748 0.002821729951824596 -0.0023509245749811698 0.0016211250243545114 -0.0016296223646155171 0.0015374101734855585 0.00044977283559764346 -0.0016730084475513822 0.0016996976760314606 -0.0024039135663560655 0.0030936552680588011 -0.00090094176387422531 -0.0024228275395189896 0.0012791291048032806 0.00133649873859725 0.00026331834055894255
leaf_weight=0.0015183234302365341 0.0010028545918875911 0.001228022828256293 0.0013930836375085362 0.0016826244601476645 0.0012815321543158129 0.0016376967015090975 0.0011701623121211906 0.001674973618482567 0.0011524844091111153 0.0010228082865113564 0.0013577746556663328 0.0012427368837073516 0.0011446726953270314 0.0011090486223929164 0.0010139550930888669 0.0017869742867684391
leaf_count=468 126 100 510 164 170 262 103 573 210 73 38 38 62 139 780 94
internal_value=0 5.39071e-05 -0.000439716 0.000284608 0.000110452 0.000302172 4.75952e-06 -0.000281589 4.70971e-05 -0.000273642 0.000169635 0.00118471 -0.000970712 -5.79389e-06 -0.000345574 -0.000881899
internal_weight=0 0.0214169 0.00682139 0.0145955 0.0129129 0.0116313 0.0104033 0.00876561 0.00709064 0.00593815 0.00491535 0.00260051 0.00231484 0.00530306 0.00419401 0.00318006
internal_count=3910 3784 1991 1793 1629 1459 1359 1097 524 314 241 76 165 1523 1384 604
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=31
num_cat=0
split_feature=403 1429 480 151 151 403 1374 1375 43 160 484 38 129 457 4 12 484 40 15 43 16 13 2 12 2 51 15 47 3 52
split_gain=0.000712745 0.000547529 0.000504939 0.000520377 0.000592137 0.000603253 0.000513041 0.000476705 0.000404295 0.000596249 0.000553215 0.000532802 0.00054204 0.000483399 0.000489271 0.00080548 0.000636388 0.000460654 0.0005212 0.0004533 0.000466069 0.000477224 0.00041607 0.000372036 0.000322701 0.000300403 0.000548145 0.000238225 0.000232097 0.000210432
threshold=0.10020000000000001 -1.0000000180025095e-35 0.086640000000000009 -0.40391999999999995 -0.14827999999999997 -0.088854999999999976 -0.094679999999999986 -0.081864999999999979 0.24789500000000006 -0.092169999999999988 0.085515000000000022 0.084445000000000006 0.08326500000000002 -1.0000000180025095e-35 0.24280000000000004 0.12466000000000001 -0.0043499999999999988 -0.08347499999999998 -0.052074999999999989 -0.27619499999999997 0.22945500000000005 -0.083924999999999986 0.10113500000000002 1.0000000180025095e-35 0.11203000000000002 0.043405000000000006 -0.089964999999999976 0.10843500000000002 -0.028189999999999996 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 28 11 12 13 24 16 27 -15 -18 25 -20 21 29 23 -23 -11 26 -19 -16 -9 -21
right_child=-2 2 -4 4 5 6 7 8 -10 10 -12 -13 -14 14 15 -17 17 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094632205364850912 -0.0011073575902105879 -0.00083667261885405915 -0.00077754839743388027 0.0010630289432664148 -0.00088157347666942363 -0.00065166906828961161 0.0010440849590808222 -0.00014401460117027134 -0.00054931711934918625 -0.0009751943691559226 0.00084704367588440185 -0.00058415677679212678 -0.00075614581254664906 -0.00086605916256212183 0.0011666387333142316 -0.00022424754564608212 0.0010750305851098324 -0.00018792980979260126 0.00054127259156006155 2.2206517286013795e-05 -0.0010139265004717511 0.00032207362558096602 -0.0010001596821239654 -0.00064269614645987776 0.00012366346343578474 0.0010821386121677835 0.00081522821284184049 0.00039756453108872323 -0.0010334481274404087 0.0008233526771779338
leaf_weight=0.0011161540311013232 0.0011185429387984827 0.0011942664267650107 0.0014172849303826776 0.0011290942228789893 0.0012556082771583146 0.0016952240265055698 0.0010249419273524732 0.001188613216566714 0.0017477362236057994 0.0010071377099573056 0.0021684147152143387 0.0018528093124423597 0.0011216525950602232 0.0010601744726980158 0.0028817416455302327 0.0014825273688927609 0.0011354496214495127 0.0019917444928448935 0.0021639149828107636 0.0011720361661779963 0.0010622562003494984 0.0019541461786048084 0.0011945139035134389 0.0012259579443077984 0.0010076539085979164 0.0013189479036506135 0.0021186567588924359 0.0010305848237818216 0.0010339963093848317 0.0013070539708515128
leaf_count=181 277 85 228 73 471 48 64 307 181 134 136 65 169 224 227 14 79 72 33 79 92 41 51 252 33 54 67 24 67 82
internal_value=0 2.67596e-06 2.79293e-05 5.6098e-05 8.32055e-05 5.4247e-05 8.60492e-05 0.000121525 9.38986e-05 0.00012851 0.000178924 0.000127346 0.000177593 0.000219295 0.000275546 0.000637501 0.000165254 0.000230943 0.000169147 -1.5559e-05 -0.000167775 -3.66299e-05 -0.00030934 -4.98536e-05 -0.000425625 0.000512062 0.000329136 0.000964049 -0.000557794 0.000444596
internal_weight=0 0.0430603 0.0419441 0.0405269 0.0393326 0.0382035 0.0369479 0.0352527 0.0342277 0.03248 0.0302574 0.028089 0.0262362 0.0251145 0.0230997 0.00539485 0.0177049 0.0166447 0.0155092 0.0100799 0.00791596 0.00685371 0.00437462 0.0031801 0.00201479 0.00542935 0.0041104 0.00391233 0.00222261 0.00247909
internal_count=3910 3633 3452 3224 3139 3066 2595 2547 2483 2302 1928 1792 1727 1558 1391 265 1126 902 823 630 597 505 344 293 167 193 139 251 374 161
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=31
num_cat=0
split_feature=403 31 160 2 484 133 48 41 133 13 49 132 52 1 2 3 457 16 150 0 0 12 3 42 43 49 15 42 1 12
split_gain=0.000588025 0.000505792 0.000441518 0.0004668 0.000500064 0.000522874 0.000410027 0.000377584 0.000357322 0.00042158 0.000526235 0.000400367 0.000408816 0.000524552 0.000442408 0.000602079 0.000331958 0.000378212 0.000725218 0.000561539 0.00102521 0.000527665 0.000528098 0.000786191 0.00053548 0.00036263 0.000411106 0.000169726 0.000154139 0.0001434
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.40446999999999994 0.097940000000000013 -0.0043499999999999988 0.088850000000000026 -0.086624999999999994 0.080335000000000018 0.10681500000000001 -0.089189999999999978 0.090775000000000008 0.084305000000000005 0.10433000000000002 0.092550000000000007 0.11230000000000001 0.11265500000000002 0.08981500000000002 -0.114825 0.086420000000000011 -0.12329499999999999 -0.089879999999999974 0.051320000000000005 -0.08348499999999999 0.094035000000000021 -0.089949999999999988 -0.029304999999999998 -0.11739999999999999 -0.079964999999999981 0.087545000000000026 0.09641000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 16 9 10 29 12 13 -11 -15 -16 17 25 19 -19 -21 27 24 -24 -23 -6 -27 -22 -28 -8
right_child=-2 2 3 6 5 -7 8 -9 -10 11 -12 -13 -14 14 15 -17 -18 18 -20 20 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00079339638759884303 -0.0010348608903462478 -0.00078301764302691112 -0.00094582459215405317 -0.00055024635414866179 0.00098725327065922529 -0.0010190431153730261 0.0011384957831703211 -0.00075065713919985851 -0.00048836036144416851 -0.00098434927361064307 -0.00017885126780274631 0.00088116281528179575 0.00054561750778124238 0.00063922751062089076 0.00052459539239763662 -0.00081242395927586821 -0.00052835152880589755 0.00072638110364847187 -0.0011406536377066726 -0.0013729453609092278 0.0009805397769099809 -0.00041089619903783765 -0.0013729659271242852 0.00024419831849381319 0.00094378417089983609 -0.00046331388260462852 0.00012499297000661598 0.00024425398955484111 0.00083496498745828625 0.00055016391488050197
leaf_weight=0.0015221732728791784 0.0010269161649500416 0.0013557401139485661 0.0012905203450915273 0.0012746785628223742 0.0014662424297000598 0.0010247897879852577 0.0022037340616600795 0.0012205271901759565 0.0011021201055040905 0.001167650872685666 0.0010562122724362411 0.0012107501139883015 0.0020874305349738442 0.001547688471962072 0.001049398465875595 0.0016067076408603498 0.0017517798654438357 0.0019748875331764221 0.0010267244303125986 0.0010249106256307264 0.0012198464366974804 0.001044842144767519 0.0012491684214808226 0.0010369194054824504 0.0011610834163774371 0.0012372359117307496 0.0010467058593839817 0.0011429696335909702 0.0012825687849691292 0.0012093210581411995
leaf_count=110 307 293 451 39 23 403 145 66 130 186 48 80 93 149 107 52 54 54 100 135 11 91 244 52 271 47 38 74 28 29
internal_value=0 1.73846e-05 -1.36405e-05 1.47677e-05 -0.000117653 -6.39762e-05 0.000195717 -1.21536e-05 0.000262486 0.000325469 0.000667976 0.000148903 3.00406e-05 -0.000170321 5.57846e-05 -0.000284182 3.88692e-05 0.000101307 -4.26271e-05 7.1773e-05 -9.22904e-05 9.91887e-05 -0.000177061 -0.000639456 0.000302136 0.000412509 0.000176223 0.000624375 0.000515925 0.000930037
internal_weight=0 0.0395953 0.0380732 0.0367174 0.0212017 0.0199112 0.0155157 0.0188864 0.014241 0.0131389 0.00446927 0.00866963 0.00745888 0.00537145 0.00420379 0.00265611 0.0176659 0.0159141 0.0108814 0.00985463 0.00787974 0.00685483 0.00449201 0.00228609 0.00220593 0.00503275 0.00356651 0.00236282 0.00232927 0.00341306
internal_count=3910 3603 3493 3200 2142 1691 1058 1288 1019 889 222 667 587 494 308 159 1222 1168 1032 932 878 743 658 296 362 136 113 85 66 174
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=45 14 151 403 1374 403 1456 43 42 123 1456 52 15 38 160 16 52 1 49 47 3 16 160 1375 12 151 52 0 2 13
split_gain=0.00121684 0.000974259 0.000983227 0.000909604 0.000646334 0.000674782 0.000707102 0.000643879 0.000702816 0.000944724 0.0008065 0.000805417 0.000639147 0.000731643 0.000597921 0.000709519 0.000617652 0.000567354 0.000583854 0.000932435 0.000723008 0.000540307 0.000526263 0.000481315 0.000497818 0.000441142 0.000415052 0.000716772 0.000448639 0.000399555
threshold=-0.080134999999999984 0.077685000000000018 -0.52174999999999983 0.096520000000000009 0.089520000000000016 -0.092224999999999988 -1.0000000180025095e-35 0.24789500000000006 -0.10770999999999999 0.087855000000000016 1.0000000180025095e-35 -0.077699999999999977 -0.26361999999999991 1.0000000180025095e-35 -0.091109999999999983 -0.0090499999999999973 -0.42985499999999993 0.10720500000000001 -0.084934999999999997 0.09252500000000001 0.10223 -0.029944999999999996 -0.08044999999999998 -1.0000000180025095e-35 0.093225000000000016 0.061545000000000009 0.10062000000000001 0.076335000000000014 1.0000000180025095e-35 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 8 11 10 12 -8 22 14 15 -14 -16 18 25 20 23 -7 -10 -20 26 -18 27 28 -25 -19
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 16 -17 17 29 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013464829496055153 -0.0012569577502513638 -0.0011136485307218756 -0.000993475252301812 -0.0011050449865463428 -0.00097214370145718733 2.9898665332502224e-05 0.00016139516780339148 -0.00060148272318479403 4.600931022067599e-05 0.0012171568029161225 -0.00084691763383679813 -0.0012362960895514008 -0.0012604302258355444 -0.0006208204907279135 -0.00073803316321339031 0.00031166927306636931 -0.00066634115514428857 0.001045429788175624 -0.000549016217663939 -0.00076010340978745802 0.0010489373562518355 -0.0013460574037376415 0.0012650475056274783 -0.00024310118836083386 -0.00050136298781557358 0.00040729746590638437 0.0011705188823940744 -0.000696892290397574 0.00062314428420698483 0.00037729275871908175
leaf_weight=0.0011488744003145248 0.001139837224464201 0.0015254069190437916 0.0010687633993322612 0.0012946432038614944 0.0011186235885496379 0.0010028356157402163 0.0016792629600472786 0.0020946944789244073 0.0010015417227684509 0.0016276146656911674 0.0013625773883153549 0.0013451675530066756 0.0010573024307720669 0.0020615320343919654 0.0010768143071291361 0.0010235033204049051 0.0022497199418225469 0.0026440403052383488 0.00121687756322686 0.0014026159428679455 0.0024948319315853959 0.0010671337189235288 0.0017847686356677874 0.001301050566306472 0.0011384258048927629 0.0010021080400974824 0.0012290267818149134 0.0010702402157249935 0.0064655007139107767 0.0041923561442405157
leaf_count=15 64 122 450 293 69 95 51 175 48 155 260 96 145 62 223 71 58 104 57 63 34 243 102 134 136 32 26 22 398 107
internal_value=0 -5.42914e-05 -2.14558e-05 7.8383e-06 3.86382e-05 6.34012e-05 8.87322e-05 0.000126128 0.000163828 0.000214293 0.000168666 -0.000460252 0.000208879 0.000154433 0.000208492 -0.000487149 0.000261159 0.000301904 0.000185302 0.000289079 0.000387738 -0.00067945 0.000826863 0.000254933 0.000342249 -0.000335481 0.00043766 0.000335734 0.000478031 0.000635701
internal_weight=0 0.0507388 0.0492134 0.0480736 0.0467789 0.0456603 0.0445915 0.0425216 0.0404269 0.0374024 0.0357748 0.00302443 0.0344123 0.0316259 0.0295644 0.00208081 0.0274836 0.0264068 0.0195704 0.0163186 0.014916 0.00206997 0.00278631 0.0124211 0.0112042 0.00325183 0.0100658 0.00883679 0.00776655 0.0068364
internal_count=3910 3895 3773 3709 3416 3347 2897 2559 2384 2237 2082 147 1822 1672 1610 216 1394 1171 960 870 807 338 150 773 716 90 580 554 532 211
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=17
num_cat=0
split_feature=15 11 3 43 0 47 3 0 52 1 13 3 16 15 52 16
split_gain=0.000109573 0.000149761 0.000125988 0.000204356 0.000158817 0.00030448 0.000208011 0.000193856 0.000272633 0.000215446 0.000152438 0.000109692 0.000193907 0.00036167 0.00010801 9.64209e-05
threshold=-0.26361999999999991 0.079700000000000007 -0.12008499999999998 0.083940000000000015 -0.10575999999999998 0.077735000000000012 -0.078669999999999976 -0.15517999999999996 -0.066329999999999986 0.092550000000000007 -0.083354999999999985 -0.073984999999999981 -0.013024999999999998 -0.017214999999999998 0.016565000000000003 -0.13863999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 7 10 8 -4 -9 -6 -8 -13 -14 -15 -1
right_child=1 -3 4 -5 6 -7 11 9 -10 -11 -12 12 13 14 -16 -17
leaf_value=0.0019075501519233095 0.0020136409464801336 -0.0018542311319377422 -0.0013716274753911293 -0.00086778038371847709 -0.0006219856951043837 -0.0016157721647926185 0.0013627160433019063 0.00067731438291927749 0.0017607809420566254 0.0039654761454114883 -0.0034430270942778277 0.00088345043484059922 -0.0030110498921428999 0.0011265738165435438 -0.0010053485305506955 -0.00011938357656910189
leaf_weight=0.0014302676276132104 0.0018662482607667554 0.0013103427033177564 0.0015628376164755764 0.0010537446072627077 0.0010010420816330932 0.0015757794532912373 0.0010176473430256738 0.001183784059115396 0.0014804919095667834 0.0010107837729242952 0.0011000639711063465 0.0019362490590443537 0.0016712846220548749 0.001358935584181882 0.0012468205889469841 0.0011653887639656571
leaf_count=192 142 220 58 30 618 101 291 125 89 118 1045 356 175 157 83 110
internal_value=0 -0.000143636 -2.60704e-05 0.000973816 -0.000206902 0.000400243 -0.000650202 0.00100674 0.000152199 0.00219179 -0.00209898 -0.000229227 -0.000489964 -0.00111172 0.000106477 0.000997505
internal_weight=0 0.0203761 0.0190657 0.00291999 0.0161457 0.00681368 0.00933204 0.0052379 0.00304333 0.00219457 0.00210111 0.00723094 0.00621329 0.00427704 0.00260576 0.00259566
internal_count=3910 3608 3388 172 3216 491 2725 390 147 243 1663 1062 771 415 240 302
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=403 453 31 1374 2 16 11 46 123 133 13 484 133 41 1374 0 3 40 0 2 3 3 43 2 15 49 15 1 2 2
split_gain=0.000794148 0.000797232 0.000765101 0.000621337 0.000715513 0.000611131 0.000776382 0.000583079 0.00059157 0.000641916 0.000783995 0.000577153 0.000610164 0.000647816 0.000624242 0.00116922 0.000638852 0.000756326 0.000667882 0.000805826 0.000491784 0.000850306 0.000549695 0.000438405 0.000433206 0.000397955 0.000684553 0.000377298 0.000496132 0.00112596
threshold=0.09389500000000002 0.096095000000000014 -1.0000000180025095e-35 0.09309000000000002 0.097940000000000013 -0.54165499999999989 1.0000000180025095e-35 0.092020000000000005 0.083905000000000021 0.10681500000000001 -0.091849999999999987 -0.0043499999999999988 0.088850000000000026 0.080335000000000018 -0.094679999999999986 -0.23029999999999998 -0.016619999999999996 1.0000000180025095e-35 -0.12329499999999999 0.084235000000000018 -0.075954999999999981 -0.08348499999999999 0.083940000000000015 0.10393500000000001 -0.055679999999999993 -0.029304999999999998 -0.10981499999999998 0.11235500000000002 0.11230000000000001 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 -6 7 8 9 10 23 -4 13 14 -13 -16 20 18 19 -18 21 22 25 -7 -22 -17 -27 28 29 -12
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 27 12 -14 -15 15 16 17 -19 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00091899651476242219 -0.0010611082822974648 -0.0011437374534964085 -0.0009732096321109898 -0.0010217860682014196 0.0012215013035387337 0.0012595921628904935 -0.00079667262516584238 -0.00062164812359107003 0.0011730654002550869 -0.00072746023479632591 -0.00027240307944008635 -0.00087378922374071175 -0.0010175029413507541 -0.00083891440499783416 0.001185390979256188 0.00083088463873853043 0.00073184565661905054 0.00062446910175317869 -0.0010946967499485471 -0.00088240828261373948 -5.498778210670591e-06 -0.00078748541184853866 -0.00070393107811094033 0.00036074899149799995 0.0010591286592072646 -0.00076038075610137949 0.00044246605198019654 0.00052700416179065951 -0.00053607347060602309 0.0012467010696815132
leaf_weight=0.0016944862531023111 0.0012995378322686315 0.0010703930881135184 0.0013794474568285522 0.0010573135538418646 0.0010374531533487987 0.0020109774394079212 0.0014189782987727986 0.0013138059597963539 0.0013228806933880391 0.0011600416671598843 0.0027086555089164167 0.0012879464831172518 0.0011902706948392341 0.0016594493900026199 0.0016298918438053455 0.0021844334680807265 0.0011162111530538255 0.0011130556009728565 0.0024537555543204951 0.001124660860474691 0.0011244192895230043 0.0018960360255380069 0.0010133927420701017 0.0019230501070026662 0.0018020599517449823 0.0011585453627925247 0.0032943209657649818 0.0026955630012488463 0.002545110086562552 0.0013120541850364376
leaf_count=109 307 35 448 66 58 14 127 32 141 119 178 40 457 75 25 64 16 16 112 40 63 368 53 112 78 46 429 99 150 33
internal_value=0 5.0007e-06 3.08173e-05 -1.94739e-06 2.20806e-05 0.00021641 0.000159773 0.000239644 0.000311818 0.000232453 0.000316841 -0.000126552 -7.7987e-05 -2.90646e-05 3.4331e-05 9.30735e-05 -4.31556e-06 -0.000373052 -0.000609555 -7.83248e-05 0.000167373 1.94038e-05 0.000219371 0.000820215 0.000650075 0.000360343 0.00012951 0.000103019 -7.10456e-05 0.000223317
internal_weight=0 0.0486987 0.0476283 0.0459338 0.0448765 0.0194486 0.0184111 0.0169921 0.0156783 0.0143555 0.0131954 0.0254279 0.0240484 0.0228582 0.0211987 0.0199108 0.0182809 0.00580768 0.00469463 0.00224087 0.0124732 0.00954673 0.00765069 0.00393403 0.00292648 0.0066373 0.00445287 0.00926138 0.00656582 0.00402071
internal_count=3910 3603 3568 3459 3393 1063 1005 878 846 705 586 2330 1882 1425 1350 1310 1285 184 168 56 1101 960 592 126 141 539 475 460 361 211
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=146 9 31 2 151 16 159 402 41 1374 39 13 15 52 160 13 13 2 2 2 484 0 3 151 12 48 2 42 3 3
split_gain=0.00100849 0.00108921 0.000922314 0.000737607 0.000684712 0.000839193 0.000648324 0.000634181 0.000588039 0.000654126 0.000657463 0.000602695 0.000591807 0.000582286 0.000643754 0.000563966 0.000740151 0.000592456 0.000611272 0.000723756 0.000523088 0.000844743 0.000725867 0.000611697 0.000579695 0.000450976 0.000724424 0.000428981 0.000492584 0.00129368
threshold=0.10949000000000002 0.10802500000000002 -1.0000000180025095e-35 0.097940000000000013 -0.29526499999999994 -0.54165499999999989 0.09141500000000001 0.085345000000000018 0.083270000000000011 -0.094679999999999986 0.11742500000000002 -0.40944499999999995 -0.13578499999999996 0.28122000000000008 -0.087309999999999985 -0.5337599999999999 -0.073799999999999991 0.11635500000000001 0.11230000000000001 0.10946500000000002 -0.0043499999999999988 -0.23029999999999998 -0.016619999999999996 -0.085039999999999991 0.080120000000000011 0.092600000000000016 0.10393500000000001 -1.0000000180025095e-35 -0.08348499999999999 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 8 9 -4 11 -11 -13 14 -7 -16 25 18 19 -18 -14 -22 23 -23 -25 26 -17 -26 -29 -30
right_child=-2 -3 3 4 5 13 -8 -9 -10 10 -12 12 20 -15 15 16 17 -19 -20 -21 21 22 -24 24 27 -27 -28 28 29 -31
leaf_value=0.00096702989512276042 -0.0014412204286301938 0.0014779011378628331 -0.0010910055757731936 -0.0010398636194899559 0.0015113059780188056 0.0012325275882616627 -0.0011272839197838053 -0.0013063431465563154 -0.0012231483021872428 -0.0011602310208025841 0.0011675848571129272 -0.0010351226471954497 -0.0009779994837933203 -0.00077290524795728855 -0.00094942690050864114 0.0010504251627150754 -0.00053896677723138872 0.00045102736453289411 -0.001213171104008834 0.00086205184968823488 0.0011732863675504173 -0.00084725839440349786 -0.00053335930132430173 0.0011965820907880031 -0.00064202950434145327 0.0013309976842559058 -0.00013628010061495779 0.00070560662330491713 -0.0013505583062144717 0.00061492914182635042
leaf_weight=0.0020482295919501672 0.0011321121555738492 0.001128218583231976 0.0013570258977608765 0.0010664646002354053 0.0010717576510481655 0.0013098693336379688 0.0017675208328550287 0.0010907322654648546 0.0010668953332624289 0.0010940619642667493 0.0010436992634907929 0.0011949402821758081 0.0010352595315356585 0.00150191044809067 0.0010448838491541297 0.0020654761335947543 0.0025500839411072354 0.0029438709400009255 0.0015085125112185294 0.0012685749299565785 0.0016169802914873686 0.0011054178870253404 0.0039914208146037211 0.0015382899578355496 0.0012315205124461817 0.0014671269664151554 0.0027625742052339586 0.0037321194794285228 0.0012055564772392923 0.0021265325437929304
leaf_count=107 11 32 53 36 56 84 242 329 59 18 12 132 287 100 22 27 230 232 71 51 23 77 122 37 464 79 181 175 373 188
internal_value=0 5.50375e-06 -2.85319e-05 -7.21413e-05 0.000142749 0.000207445 -0.000240795 -0.000176659 -0.000123865 -7.12083e-05 -5.0434e-06 -6.66308e-05 -2.91456e-06 0.000131592 0.000211876 0.000126237 0.000203398 -9.46858e-05 -0.000396255 -7.35424e-05 6.72339e-05 0.000132625 1.9924e-05 0.000221798 0.000341968 0.000595041 0.000371401 0.000183495 0.000327411 -9.61882e-05
internal_weight=0 0.0499355 0.0488073 0.0467591 0.0205611 0.0194946 0.026198 0.0244305 0.0233397 0.0222728 0.0209158 0.0198721 0.018778 0.0184229 0.016921 0.0156111 0.0145662 0.00827104 0.00532717 0.00381866 0.0175831 0.0165478 0.0149309 0.0109394 0.00983402 0.00629518 0.00482805 0.00829573 0.00706421 0.00333209
internal_count=3910 3899 3867 3760 1169 1133 2591 2349 2020 1961 1908 1896 1878 1077 977 893 871 584 352 281 1746 1459 1436 1314 1237 287 208 1200 736 561
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=20
num_cat=0
split_feature=128 133 50 15 52 52 0 47 2 1 51 1 49 0 3 0 13 1 16
split_gain=9.84729e-05 0.000148137 0.000170678 0.000245317 0.00021241 0.000573287 0.00020803 0.000215247 0.000197994 0.000194338 0.000176615 0.000227161 0.000455548 0.000344253 0.000379637 0.000244217 0.000170394 0.000133851 5.43947e-05
threshold=1.0000000180025095e-35 0.10599500000000002 0.11644500000000001 -0.26361999999999991 0.40565000000000007 0.11401500000000002 0.059810000000000009 0.081320000000000017 0.10184000000000001 0.13026000000000001 -0.082979999999999984 0.099595000000000017 -0.084114999999999981 -0.070894999999999986 0.090325000000000003 -0.15137999999999999 -0.083514999999999992 0.10982000000000001 -0.50388999999999984
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 18 5 6 7 10 -8 17 -5 12 -12 14 16 -13 -14 -9 -1
right_child=-2 -3 -4 4 -6 -7 8 9 -10 -11 11 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.001071829799068762 -0.0015870803119007475 -0.0018671089798091589 -0.0018860047434614625 -0.0011958288270693944 0.0023354127437411974 -0.0036401938530123139 0.00028115762571427827 -0.00091360726089831118 0.0031803969030365503 0.00063152833715590239 -0.0029366465266665691 0.00011704660952289803 0.00052058403885003478 0.0033051284886403869 0.0025179066373255073 0.0034456417400953493 -0.0021844299945970838 -0.0032660781559962172 0.0027409240985432309
leaf_weight=0.0010002480197418423 0.0010037234063967398 0.0010071312121669165 0.0010348534019400104 0.0016783345680101711 0.0010187072155509727 0.0011095375010067845 0.0014489270226647468 0.0015236866816656239 0.0010821642906364559 0.0011529831420205028 0.0010695253469013011 0.0010381314315912604 0.0010349294895775031 0.0010850492296628012 0.001108404778890737 0.0013127370778379666 0.0015002349438835161 0.0010919523091423855 0.0010552359768230225
leaf_count=50 296 496 194 370 125 201 74 220 101 26 76 60 449 83 32 200 567 91 199
internal_value=0 5.48841e-05 0.000145568 0.000249078 5.99583e-05 -7.45243e-05 0.000170793 -8.05167e-05 0.00152072 -0.00112251 0.00031907 0.000631072 8.58686e-05 0.000769505 1.44005e-05 0.00197575 -0.00108016 -0.00189569 0.0019287
internal_weight=0 0.0223528 0.0213456 0.0203108 0.0182553 0.0172366 0.0161271 0.013596 0.00253109 0.00376862 0.00982735 0.00814901 0.00579814 0.00472862 0.00364357 0.00235087 0.00253516 0.00261564 0.00205548
internal_count=3910 3614 3118 2924 2675 2550 2349 2174 175 337 1837 1467 1207 1131 1048 260 1016 311 249
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=17
num_cat=0
split_feature=14 1 0 157 16 12 52 0 0 2 3 151 42 48 42 16
split_gain=0.000102882 0.000104682 0.000187395 0.000162743 0.000151666 0.000257605 0.000227471 0.000219912 0.000170528 0.000301344 0.000280432 0.000203739 0.000125449 9.21261e-05 0.000160741 0.000104353
threshold=0.073890000000000011 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.063614999999999991 -1.0000000180025095e-35 -0.18817999999999999 -0.10071499999999999 -0.15713499999999997 0.11362000000000001 0.11818000000000002 -0.0088999999999999982 0.060615000000000009 0.086065000000000016 0.084100000000000022 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 -6 -7 -8 10 12 11 -5 -10 14 15 -4
right_child=-2 3 13 4 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0018149065950067416 -0.0013122768767041451 0.0015163015046417885 0.00098935540704756897 -0.00063328698755788632 0.00086167139558971696 0.0004536245938524496 -0.00050282953656971975 -0.0031830955859930361 0.001470543242806074 0.0031992033438628738 -0.0021227812641141466 0.0019950528407710086 -0.00035230899926365746 0.0011185551778941176 -0.0016838124941474944 -0.00066276453946048641
leaf_weight=0.0014659436163809211 0.0011524982761428873 0.0018235856424424499 0.0016598727445673875 0.0012227042682475542 0.0018997405692424696 0.0011677767817053208 0.0011377498688105447 0.001315783390666069 0.0013011639708269129 0.0010359379152757586 0.0010736650438583073 0.001132124613009434 0.0017846126052254996 0.0011297304630483729 0.0012218997731072712 0.0014087719835427226
leaf_count=463 135 246 577 61 167 157 56 296 243 165 68 67 266 139 716 88
internal_value=0 5.64548e-05 -0.000398741 0.000266902 9.25966e-05 -0.000469779 -0.00116826 -0.00194021 0.000503831 0.00111576 -0.000231831 0.000630333 0.000416324 -1.57306e-05 -0.000314396 0.00023089
internal_weight=0 0.0217811 0.00688622 0.0148948 0.0130713 0.00552105 0.00362131 0.00245353 0.00755021 0.00412171 0.00342849 0.00235483 0.00308578 0.00542027 0.00429054 0.00306864
internal_count=3910 3775 1983 1792 1546 676 509 352 870 674 196 128 509 1520 1381 665
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=45 14 30 151 1348 1456 1213 1374 52 1374 0 1 52 133 4 2 2 0 3 43 47 52 16 4 3 48 12 2 42 12
split_gain=0.0013192 0.00138188 0.00126722 0.00097032 0.00102167 0.000969537 0.00101624 0.001047 0.000905927 0.000863302 0.000965822 0.000935651 0.000841064 0.00120626 0.00142399 0.000942482 0.00159333 0.000805271 0.00078077 0.000777017 0.000760287 0.000706614 0.00126667 0.000706091 0.000668899 0.000619948 0.00059407 0.000675855 0.000846375 0.000533922
threshold=-0.080134999999999984 0.077685000000000018 0.085915000000000019 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 -0.42985499999999993 -0.094679999999999986 -0.23029999999999998 0.11235500000000002 0.11401500000000002 0.10681500000000001 -0.029114999999999999 0.092745000000000008 0.11165000000000001 -0.017269999999999997 0.11476000000000001 -0.078844999999999985 0.13177500000000003 -0.014099999999999998 -0.09601999999999998 0.24280000000000004 -0.013944999999999997 0.092930000000000013 0.084100000000000022 0.091985000000000011 0.086825000000000013 0.09258000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 -11 12 13 14 18 -16 -17 20 24 -14 21 -13 23 -23 26 -10 -12 28 -28 -29
right_child=1 -3 -4 4 -6 6 7 -9 9 10 11 17 19 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0015163280668298593 -0.0014116028919155337 -0.0012993856477861289 0.0015158533060176788 -0.001094922273649522 0.001481631444801221 -0.0010057293823458771 -0.0010523450690116324 -0.0014098399764048211 -0.0015155606992513482 0.00087673721688491415 0.00090736536859397428 0.0012483470448887756 -9.7093167618472135e-05 -0.001339534985333304 -0.00060212118348571821 0.00084215920148217587 -0.00084595239795646419 0.0015161642991193376 0.0013134938219634285 -0.0015159257522493394 -0.00039852883848549478 -0.00030053503267419575 -0.0010311786072815464 0.0011233528743745153 -0.00038531703495584501 4.1447421065896415e-05 -0.0015159588259690225 0.0014852878246426984 0.00043404856545545408 -4.6048089660180224e-05
leaf_weight=0.00125425489909503 0.0011687367546571173 0.001980706525127828 0.0012210299234571833 0.0019461646575640304 0.0010271257514062873 0.0022372660139006175 0.0015985570610552715 0.0011225033455524161 0.0012553241053083744 0.003881202603920989 0.0042481978154080852 0.0023062210069451092 0.0019509881641988081 0.0013825549048449562 0.0072970697785851475 0.0035242790715770411 0.0020213245783637923 0.0014401229812168745 0.0021016892418401776 0.0016257658532778932 0.0026154262870932143 0.0011535602666299391 0.0013351932316254516 0.0026116112645668821 0.0024912245773904716 0.0011044364344456881 0.0010000849473613682 0.0010281116049100092 0.0010464950492403702 0.0010649743319586236
leaf_count=15 64 122 97 347 41 541 269 49 38 61 67 111 145 306 454 161 79 80 17 182 37 15 37 130 61 12 242 16 61 53
internal_value=0 -5.41272e-05 -1.21852e-05 -4.4585e-05 -1.62661e-05 -4.40422e-05 -5.77449e-06 3.79142e-05 7.03616e-05 0.000107377 0.000153124 8.66425e-05 -5.10076e-05 3.98373e-05 0.000113687 -0.000244159 0.000226857 0.000456316 0.000467727 -0.000742005 0.00030402 0.000552106 0.000237288 0.000687107 0.000304336 -0.000786836 0.000509166 0.000100526 -0.000518845 0.000706135
internal_weight=0 0.0607879 0.0588072 0.0575862 0.0564175 0.0553903 0.0534442 0.0512069 0.0500844 0.0484859 0.0461261 0.0422449 0.0307828 0.027206 0.0258235 0.0128427 0.0055456 0.0114621 0.0129808 0.00357675 0.010022 0.00740659 0.00510036 0.00376517 0.0108791 0.00235976 0.00838786 0.00413967 0.00204658 0.00209309
internal_count=3910 3895 3773 3676 3612 3571 3224 2683 2634 2365 2315 2254 1844 1517 1211 694 240 410 517 327 330 293 182 145 500 50 439 372 303 69
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=29
num_cat=0
split_feature=1429 403 1374 480 403 1456 453 0 48 31 4 43 484 1 2 16 0 42 0 13 0 3 2 42 15 1 2 0
split_gain=0.000585096 0.000594044 0.000417228 0.000427243 0.000452218 0.00042508 0.000511211 0.000436074 0.000403358 0.000351091 0.000343661 0.000335794 0.000658868 0.000699732 0.000577955 0.000534368 0.000450823 0.00058413 0.00049307 0.000616231 0.000431305 0.000333599 0.000278131 0.000236335 0.000219958 0.000186387 5.3863e-06 2.83185e-06
threshold=-1.0000000180025095e-35 0.09389500000000002 -0.094679999999999986 0.086640000000000009 -0.088854999999999976 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.086870000000000017 -1.0000000180025095e-35 0.42353500000000005 -0.053009999999999995 0.085815000000000016 0.13662500000000002 0.083585000000000007 0.15737500000000001 -0.070894999999999986 -1.0000000180025095e-35 -0.10575999999999998 -0.083514999999999992 -0.11524 -0.080884999999999985 0.10113500000000002 0.091955000000000023 -0.044229999999999992 0.10982000000000001 0.094580000000000011 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 -9 11 16 13 14 24 20 18 -18 21 -20 25 -11 -22 26 -13 -16 -19 -17
right_child=1 -3 3 -5 5 6 -8 9 -10 10 -12 12 -14 -15 15 27 17 23 19 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.001108981528251566 -0.00071488108407278021 -0.0011222722493144175 -0.00080598289525199288 -0.00075253951311069715 -0.00065657975808379454 0.0014861537480352878 -0.00077915345750412886 0.00087843652885778343 0.00031282272341552782 -6.1488394523706406e-05 0.00082274768581595934 -0.0011692108991004629 0.0010185369997156124 0.00075095967988179262 -0.00069797620364575282 -0.00078651004485397549 -0.00011996526070657247 0.0013260396262994255 0.00023102113694409496 -0.0012010818954146982 0.00085673321416718587 0.0010409141538300112 2.1272190710769909e-05 0.0004976268578785394 -0.00043862803176832846 0.00011404114731724205 0.0011724701897142863 -0.00067532372584987188
leaf_weight=0.0010647841151578677 0.0015576845016536103 0.0010005049837681348 0.0011683342301924684 0.0013398889160176333 0.0014349548461691777 0.00107080848745155 0.0012051342179519855 0.0013973943546199399 0.0016347350674550398 0.001341852018905243 0.0014303882916585344 0.0017174861101416639 0.0011256439061702031 0.0016177946934212714 0.0013455645314990267 0.0010194289432479131 0.0018293592789673241 0.0010146615434791766 0.0013211565511206391 0.001332948271835277 0.0019676835299886402 0.001105649293701827 0.0015917638543543333 0.0017003338726806483 0.0019356621832555933 0.0011644026854327194 0.0010028265745747333 0.0010040911852229328
leaf_count=181 68 307 476 227 326 42 86 104 31 73 178 60 54 49 73 73 52 32 169 345 322 73 102 75 208 41 24 59
internal_value=0 7.76009e-06 3.80082e-05 7.07487e-05 0.000102742 0.000134613 0.000170229 0.000207532 0.000777207 0.000152419 0.000114234 7.39191e-05 -7.33185e-05 -0.000165286 -0.000291481 -7.00141e-05 0.000274261 0.000567484 -4.45717e-05 -0.000488212 0.000150469 0.000436518 0.00048312 0.000905745 -0.000782103 -0.000321272 0.00124971 -0.000731338
internal_weight=0 0.0383781 0.0373776 0.0358199 0.0344801 0.0333117 0.0318768 0.0306716 0.00270554 0.0279661 0.0265687 0.0251383 0.0144895 0.0133639 0.0117461 0.00809293 0.0106488 0.00554718 0.00510161 0.0026541 0.00606941 0.0024475 0.00355945 0.00371782 0.00365315 0.00250997 0.00201749 0.00202352
internal_count=3910 3729 3422 3354 3127 2651 2325 2239 73 2166 2062 1884 1041 987 938 670 843 183 660 514 538 146 424 131 268 114 56 132
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=19
num_cat=0
split_feature=484 42 15 1 13 43 52 12 3 15 42 4 52 160 2 0 1 3
split_gain=9.65391e-05 0.000150026 0.000172937 0.000304796 0.000220581 0.000196259 0.000258451 0.000183527 0.000269678 0.000346649 0.000253601 0.000148984 0.000268285 0.000463528 0.000183887 0.00013604 0.000127085 0.00011811
threshold=-0.0043499999999999988 0.11315500000000002 0.035895000000000003 0.13662500000000002 -0.079119999999999982 -0.18906999999999999 -0.048794999999999991 0.092255000000000018 0.12046500000000002 -0.106555 1.0000000180025095e-35 0.044585000000000007 -0.087604999999999988 0.086110000000000006 0.095995000000000011 -0.069794999999999982 0.10004000000000002 -0.013944999999999997
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 5 -4 -2 11 8 9 -8 17 12 14 -14 -7 -6 -9 -11
right_child=1 -3 4 -5 15 6 7 16 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0011452482459671925 0.0019375318917484099 -0.0017858207642821114 0.00068555662502068249 0.0025574817366850362 -0.0031000402931973857 -0.0018244020682412227 0.0023292374054870806 -0.00063629046655619425 -0.0023267282856232669 0.0016896075900743707 -0.0024206691006575052 0.0022847788466258383 0.0040925150297160583 -0.00045383043882857218 0.00088955959447302728 -0.00058058810884254266 -0.0030795872859424572 -0.00048530403874123942
leaf_weight=0.0017001965255371695 0.0013927504199209252 0.0010041775137945843 0.001385755788309434 0.0014176007349739192 0.0010513758251467914 0.0014909995532866316 0.0015023764520036391 0.0010557269756348922 0.0011260357608948723 0.0010122325772770613 0.0011328559422688622 0.0012643646820497678 0.0010095666764839929 0.0011837834934316227 0.0010226202228704739 0.0010316769183836829 0.001014056848709366 0.0015141552567827909
leaf_count=612 90 274 397 155 632 255 195 150 61 67 249 118 104 67 210 113 58 103
internal_value=0 7.46397e-05 0.000165296 0.000368436 -0.000838407 0.000171051 -6.49752e-07 -0.000560223 -0.000141135 0.000335664 -0.000482837 0.000782526 0.000378997 0.00163879 -0.000720276 -0.00185223 -0.00183334 0.000386105
internal_weight=0 0.0216121 0.0206079 0.0171391 0.00346881 0.0157215 0.0143288 0.00835744 0.00628766 0.00516162 0.00365924 0.00597133 0.00470697 0.00219335 0.00251362 0.00208305 0.00206978 0.00252639
internal_count=3910 3298 3024 1882 1142 1727 1637 883 675 614 419 754 636 171 465 745 208 170
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=18
num_cat=0
split_feature=52 1 160 3 3 0 15 39 47 4 48 14 2 3 13 160 13
split_gain=0.000101732 0.000120518 0.000177561 0.000179784 0.000218475 0.000430529 0.000229866 0.00014228 0.000217474 0.000164427 0.000169336 0.00016827 0.000242898 0.00029614 0.000136314 0.000117402 0.000169085
threshold=-0.40083499999999994 0.094385000000000011 0.090735000000000024 0.10666500000000002 -0.08348499999999999 -0.23029999999999998 -1.0000000180025095e-35 0.084835000000000008 0.11603500000000001 -0.032604999999999995 0.11119000000000002 -0.13131999999999996 0.090695000000000012 -0.075404999999999986 0.0024700000000000004 -1.0000000180025095e-35 0.10153000000000002
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 15 -6 -7 8 9 -3 11 -11 13 -13 -9 -2 -17
right_child=1 7 -4 -5 5 6 -8 14 -10 10 -12 12 -14 -15 -16 16 -18
leaf_value=-0.0012324015060067824 -0.00081294248179823627 -0.0013380223686185711 -0.0021423555738632823 0.0013761461998405273 0.0015503552508617702 -0.0034096051560761915 -0.00089196997969538834 0.0025446431231812791 -0.0018210220227217462 -0.00050539463698744103 -0.0010039093458100742 0.0017411853355488889 0.0029708016021388244 -0.0013713726260169759 0.00027306578558139482 0.0021735952759077788 -0.00019249292323991122
leaf_weight=0.0013848704809709947 0.0011112444139811245 0.0010098667289053518 0.0010093559049076948 0.0015105631495409009 0.0010147805883575787 0.0013191856970166888 0.0019228719270055041 0.0011699962404587852 0.0010749927983191299 0.0012485609608562384 0.0010885286754955814 0.0018796332770634194 0.0014636381779788432 0.0010159477207376515 0.0011112894038946552 0.0013027895704259768 0.001303671338865886
leaf_count=401 391 156 225 31 44 524 658 260 94 87 29 81 187 75 66 513 88
internal_value=0 6.63261e-05 -0.000290249 -9.31574e-05 -0.000371478 -0.00108996 -0.00191639 0.000404593 0.0001361 0.000409114 0.000672598 0.000998026 0.00142863 0.000649109 0.00143808 0.000451196 0.000990151
internal_weight=0 0.0215569 0.0104945 0.00948511 0.00797454 0.00425684 0.00324206 0.0110625 0.00878117 0.00770618 0.00669631 0.00560778 0.00435922 0.00289558 0.00228129 0.00371771 0.00260646
internal_count=3910 3509 2474 2249 2218 1226 1182 1035 709 615 459 430 343 156 326 992 601
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=16
num_cat=0
split_feature=14 38 124 484 160 42 160 1 42 47 2 2 4 12 0
split_gain=0.00010174 0.000104745 0.000243438 0.00015946 0.000136929 0.000160486 0.00019816 0.000163839 0.0002604 0.000177251 0.000186769 0.000328506 0.000243332 0.000159768 0.000232736
threshold=0.073890000000000011 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.090735000000000024 0.12864500000000004 0.091955000000000023 0.09252500000000001 0.10393500000000001 0.11290500000000002 0.05309500000000001 0.090385000000000007 -0.13506999999999997
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 9 10 12 -12 13 14 -7
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0017939667678759867 -0.0014309332320863819 -0.0014214951540984185 -0.0015853329574148445 -0.0012971498933006492 -0.0010977272859708242 0.0018132414708919293 -0.0011494026487452913 0.00229576934579665 -0.0012132185005526853 -0.00097065745863045099 -0.0020965406637397347 0.0016464216289401932 0.0035625735896042533 0.0023787069098576297 -0.00080373423025817869
leaf_weight=0.0018848926745245456 0.0011206521415005879 0.0010560710390117292 0.0014194401947689164 0.0014951399910223531 0.0018630171134375239 0.0014892080556005976 0.0016658963297726545 0.0012355913967046226 0.0018495544105078263 0.0011786615716249402 0.0010575846734930394 0.0011355701984054889 0.0010829536735537104 0.0013965351082276811 0.0016990791767637087
leaf_count=271 135 84 566 451 801 42 147 131 431 101 126 93 49 63 419
internal_value=0 6.25962e-05 0.000139225 -2.87502e-05 0.000100091 0.000233547 0.000413393 0.000628116 0.000438887 0.000776917 0.00103895 -0.000158512 0.00150231 0.00101566 0.000418622
internal_weight=0 0.0215092 0.0204531 0.0185682 0.0171488 0.0156537 0.0137906 0.0121247 0.0108891 0.00903959 0.00786093 0.00219315 0.00566778 0.00458482 0.00318829
internal_count=3910 3775 3691 3420 2854 2403 1602 1455 1324 893 792 219 573 524 461
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=31
num_cat=0
split_feature=146 147 31 403 453 1429 4 480 2 52 50 159 1374 0 0 12 12 42 4 0 2 13 15 15 2 1 0 0 16 49
split_gain=0.000697055 0.000938201 0.000650364 0.000577301 0.000593987 0.000612586 0.000774046 0.000614792 0.000612557 0.000513715 0.000581427 0.000509534 0.000562227 0.000585986 0.000828499 0.000688664 0.000771824 0.00101515 0.00078399 0.000555876 0.000460473 0.000503099 0.000648449 0.000449302 0.000613021 0.00045966 0.000434693 0.00053988 0.00033529 0.000484172
threshold=0.10949000000000002 0.11236 -1.0000000180025095e-35 0.096520000000000009 0.10097500000000002 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.097940000000000013 0.18936500000000003 0.08920500000000002 0.09141500000000001 -0.094679999999999986 -0.23029999999999998 -0.069794999999999982 -0.036459999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.34687499999999999 -0.10575999999999998 0.10113500000000002 -0.48634999999999995 -0.15202999999999997 -0.11739999999999999 0.079395000000000007 0.083065000000000014 -0.089879999999999974 -0.082604999999999998 -0.018539999999999997 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 20 12 -7 -14 19 -16 -17 -18 -19 23 -10 -22 -23 -15 -25 -26 -21 -28 29 -24
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 15 16 17 18 -20 26 21 22 28 24 25 -27 27 -29 -30 -31
leaf_value=0.00077464743765267717 -0.0015363651356482407 0.0013220277151185353 -0.001249142790569436 -0.0013360850103357905 -0.0014586647313055263 -0.0012535504306212327 0.0011267890538841333 -0.0013522931463816415 0.00078279613675387601 -0.00087668888007425927 0.0012619914629706031 -0.0012957514288262143 0.00068674631273232117 -0.0010226369645326241 -0.00077766305650764941 0.0015162246157578636 -0.0012993303629316754 -0.00062553462051095823 0.00098335787401405343 -0.001443827131530276 -0.0010351936040064299 0.0012097470264040584 0.00021329992129813651 0.00068486153698248912 -0.0012325141586916658 0.00024794037293207974 1.9788166662916101e-05 -0.0013011165999906008 0.00026220984668128455 -0.00087159117295520171
leaf_weight=0.0016077356728221295 0.001026157541673455 0.0010299750024387313 0.0014077956803220095 0.0012689866971849198 0.0010028480659087782 0.0014242865490921011 0.0011572644867445794 0.0011782852962886605 0.0019891786139076837 0.0013150154653074351 0.0011664380727651755 0.0013454494124740526 0.0017323548446057544 0.00132918161859652 0.0017271991300065181 0.0012209477636844412 0.0010665446741455753 0.0011363540223783275 0.002524617878421509 0.0023974299273231033 0.0012137601834434379 0.0011265029985272372 0.0018905120268457587 0.0020350213261899237 0.0011644774713923667 0.0010161294841148916 0.0018810405781084401 0.0013938104518123259 0.0036967597073945735 0.0024355462966658735
leaf_count=112 11 21 179 292 27 53 152 219 69 100 46 192 32 54 41 27 31 22 79 267 34 55 93 41 68 42 532 598 261 160
internal_value=0 -0.000196207 -0.000230311 -0.000266829 -0.000235256 -0.000206024 -0.000169823 -0.0002079 -0.000172628 8.30794e-05 0.00017644 -0.000334761 -0.000276122 -0.000208624 -0.000290725 0.000116476 0.000376099 8.16454e-05 0.000483963 -0.000569365 7.39298e-05 -6.2136e-05 6.6951e-05 -0.000207195 4.99125e-05 -0.000542645 -0.000923396 -0.000542403 -9.35118e-05 -0.000397488
internal_weight=0 0.0468814 0.0458515 0.0442437 0.0429748 0.0419719 0.0405641 0.0394068 0.0382286 0.0148337 0.0135187 0.0233948 0.0220494 0.0206251 0.0188928 0.00767566 0.00594846 0.00472752 0.00366097 0.0112171 0.0123523 0.0103631 0.00914932 0.00554481 0.00421563 0.00218061 0.00567228 0.00327485 0.00802282 0.00432606
internal_count=3910 3899 3878 3766 3474 3447 3268 3116 2897 818 718 2079 1887 1834 1802 200 159 132 101 1602 672 603 569 205 151 110 1397 1130 514 253
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=18
num_cat=0
split_feature=403 43 40 42 151 160 484 4 43 16 4 4 16 42 457 9 12
split_gain=0.000113214 0.000117952 0.000214064 0.000213549 0.000263675 0.000216552 0.000255715 0.000188144 0.000221041 0.000345191 0.000245576 0.000300471 0.000267098 0.000187396 0.000174962 0.000113724 8.09007e-05
threshold=-1.0000000180025095e-35 0.18078000000000002 -0.083709999999999993 -0.10770999999999999 -0.084019999999999984 -1.0000000180025095e-35 0.084225000000000008 0.26790000000000008 -0.074254999999999988 0.15737500000000001 -0.060264999999999992 0.0051950000000000008 -0.094359999999999986 0.091955000000000023 0.084485000000000018 0.087755000000000014 0.090385000000000007
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 14 6 -6 8 13 10 -10 -12 -13 16 -5 -9 -7
right_child=1 -3 3 4 5 7 -8 15 9 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0016262262624723637 0.0024429777366069081 -0.0016320831667558172 -0.0021287422898984671 -9.5459215547827968e-05 -0.0021086240852341751 0.0015229381477874146 0.00083344213203504598 0.0034198267915570499 0.0020148769064867026 -0.0028663434649247622 -0.0028141356623445015 -0.0014749222930653466 0.0020794418138253821 0.0001089278476195605 -0.0029443181194017485 0.00092976280171957776 0.0036170802564994735
leaf_weight=0.0011896646795450444 0.001102830266070747 0.0011062344998479792 0.0012260676429750031 0.0012900158207208847 0.0018405665246622469 0.0010760906283353317 0.0015486152338222148 0.0010810185346605697 0.0018174628903068176 0.0010950502240442417 0.0010358561668951946 0.0010274019135916856 0.0014530991529851933 0.0015708882143625758 0.0011705543081017566 0.0010099185561189827 0.0010257435906719792
leaf_count=930 162 236 153 219 533 205 255 172 293 203 114 49 50 93 109 40 94
internal_value=0 6.46807e-05 0.000156822 2.59726e-05 0.000172397 0.000428712 -0.000764309 0.000760338 0.000458795 -0.000137749 0.00042244 -0.000400626 0.000607255 0.00150301 -0.00145073 0.00221713 0.00254493
internal_weight=0 0.0214774 0.0203712 0.0192683 0.0180423 0.0155817 0.00338918 0.0121925 0.0101016 0.00642887 0.00533382 0.00351636 0.0024805 0.00367272 0.00246057 0.00209094 0.00210183
internal_count=3910 2980 2744 2582 2429 2101 788 1313 1101 709 506 213 99 392 328 212 299
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=18
num_cat=0
split_feature=52 1 0 39 50 48 3 47 4 0 52 16 43 16 43 13 2
split_gain=9.34033e-05 0.000126011 0.000150995 0.000141597 0.000220537 0.000270341 0.000295809 0.000343765 0.000392629 0.000249322 0.000199977 0.000145855 0.000129251 0.000123524 0.000167707 0.00011239 0.000105176
threshold=-0.40083499999999994 0.076710000000000014 -0.089879999999999974 0.085060000000000011 0.10625000000000001 0.11930500000000001 -0.10315499999999998 0.09252500000000001 0.0057500000000000008 -0.087899999999999992 -0.066329999999999986 -0.094359999999999986 -0.18906999999999999 -0.083564999999999987 0.070805000000000021 -0.00059999999999999995 -0.13811499999999996
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 16 8 9 10 -8 -10 -4 -14 -15 -5 -3
right_child=1 3 12 15 -6 -7 7 -9 11 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0012764375689108608 -0.0018790054891034598 0.0006751034928841735 0.0013418290323622764 0.002539083274641279 -0.0021002574879315193 -0.0020036346855433801 -0.0011571219718834334 -0.002237865523372109 0.00069181382284593429 -0.0026029906491326165 0.001783184396199598 0.0029477140493420523 0.00077700736739497894 -0.002171392091905647 0.00041178454826331311 0.00034148846149899113 0.0026621933909620008
leaf_weight=0.0013509640892211674 0.0015086683248039714 0.0010271291157977203 0.0011600059053789016 0.0011383512979275812 0.0010107305729266667 0.0011130256738001174 0.0011277291639237852 0.0013216782957323758 0.0013073062226905963 0.0010479874367753054 0.0011203269674195963 0.0014900413414959957 0.0011804185887253332 0.0015458334113963336 0.0010093865304556249 0.0011234731865958922 0.0017495747224937101
leaf_count=401 469 47 99 262 209 58 91 118 141 393 73 73 372 781 80 71 172
internal_value=0 6.07216e-05 -0.000515595 0.000313917 0.000105724 0.000302955 0.000554854 4.0973e-05 0.000535261 -0.000617429 0.00030819 0.00189345 -9.54394e-05 -0.000541746 -0.00115096 0.00144751 0.00192715
internal_weight=0 0.0209817 0.00640431 0.0145774 0.0123155 0.0113048 0.0101918 0.00741507 0.00609339 0.00329604 0.00224806 0.00279735 0.00489564 0.00373564 0.00255522 0.00226182 0.0027767
internal_count=3910 3509 1801 1708 1375 1166 1108 889 771 557 164 214 1332 1233 861 333 219
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=18
num_cat=0
split_feature=14 38 124 148 484 48 16 40 133 150 13 52 13 1 4 15 3
split_gain=0.00010683 9.81644e-05 0.000220546 0.000142762 0.000273226 0.000131591 0.000178771 0.000134712 0.000156021 0.000144846 0.000176488 0.000140538 0.000107919 0.000136482 0.000149874 0.000101013 9.31254e-05
threshold=0.073890000000000011 0.084445000000000006 -0.082254999999999981 -0.057864999999999993 -0.0043499999999999988 0.11930500000000001 -0.50585499999999983 -0.064199999999999993 1.0000000180025095e-35 0.090480000000000019 0.23436000000000004 0.092885000000000009 -0.094679999999999986 0.088135000000000005 0.05309500000000001 -0.008624999999999999 -0.078669999999999976
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 -6 -8 9 10 11 12 -9 16 -15 -13 -14
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 -12 15 13 14 -16 -17 -18
leaf_value=0.0017123700963398312 -0.0012653574430177012 -0.001190790604786942 0.0014019227592988427 -0.0020116130940393477 0.0017258815271823877 -0.0012835296234854636 -0.0011775954114152973 0.0017999536000896307 -0.00095231243318334052 -0.0010037137676607913 0.0020984331241628378 0.00029186554099906091 0.00021379875364147246 -0.0012952277238905574 0.00063328490607181753 -0.0015517586098152704 0.0018222451120054758
leaf_weight=0.001369245676026142 0.0011045924312511604 0.0010300201527722033 0.0011536743647818639 0.0011809780430627739 0.0011290281307379741 0.0011788352528176163 0.0014345724664357471 0.0010937126101812624 0.0018376353143511612 0.0011941194859825819 0.0010696920306818578 0.0010138991622643534 0.0011362493641977741 0.0012707883181226065 0.0014885157857409126 0.0010083817050108301 0.0013280841768728447
leaf_count=186 135 84 183 551 106 90 140 144 868 97 28 113 452 284 101 221 127
internal_value=0 5.07514e-05 0.000115054 -3.0526e-06 -9.63973e-05 4.33639e-05 0.000147611 1.91905e-05 0.000157191 0.000349474 0.000521205 0.0003189 0.000621835 0.000375163 -0.000254885 -0.000627432 0.00108063
internal_weight=0 0.0209174 0.0198874 0.0185182 0.0173645 0.0161835 0.0150047 0.0138757 0.0124411 0.0106034 0.00940932 0.00833963 0.00631735 0.00522364 0.0027593 0.00202228 0.00246433
internal_count=3910 3775 3691 3505 3322 2771 2681 2575 2435 1567 1470 1442 1108 964 385 334 579
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=29
num_cat=0
split_feature=31 160 403 2 484 1374 0 1 43 3 16 15 123 2 0 16 2 11 48 48 150 12 1 13 2 3 4 42
split_gain=0.000551194 0.000451781 0.000677043 0.000451235 0.000492762 0.000425473 0.00075727 0.000488207 0.000486417 0.000489185 0.000438118 0.000707977 0.000372115 0.000363642 0.000336272 0.00032299 0.000338173 0.000314863 0.000363268 0.000254857 0.000382515 0.000258975 0.000322094 0.000309271 0.000747219 0.000413646 0.00022986 0.000190128
threshold=-1.0000000180025095e-35 -0.40446999999999994 0.090530000000000013 0.097940000000000013 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 0.13702500000000004 -0.074254999999999988 -0.075954999999999981 0.070590000000000014 -0.098459999999999978 0.086020000000000013 0.087995000000000004 -0.097664999999999988 -0.077804999999999985 0.086875000000000022 0.081130000000000022 -0.086624999999999994 0.12649500000000002 0.081245000000000026 -0.079814999999999983 0.11198000000000001 -0.074599999999999986 0.10393500000000001 -0.12817999999999996 0.27020000000000005 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 15 11 26 17 14 -13 -8 -17 18 -5 20 21 -20 23 24 -23 -25 -10 -11
right_child=1 2 -4 12 5 6 7 -9 10 27 -12 13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29
leaf_value=0.00088320958104036104 -0.0009133874466447728 -0.0010859934958821116 -0.0012207379215380158 -0.0005953878204790925 -0.0010332745196668732 0.0010889328218014979 0.00029233505044712121 0.00061439809507997552 -0.0015158762605185117 0.00023917655030782848 -0.0013694859043306775 0.00023906195836250862 0.0010558895411798257 0.00064117368861521984 -0.00075689126669365489 -0.0010861891742750655 5.6280438886694128e-06 -0.00062109174001873644 -0.00043653008075461352 -0.00023378105036249918 0.0011595767874686756 0.0012351345616974081 0.00099296224623986163 0.0005118152372168604 -0.00040138067391429965 -0.00068051533327216304 -0.0005415289771314967 0.0011476159251867974
leaf_weight=0.0015043011427533495 0.0013503156776228922 0.0011683679131372074 0.0010469304947932486 0.0011340386512443965 0.0010002021167405664 0.0013164831651692943 0.0019173511171298729 0.0019107772017572513 0.0010872035586584564 0.0010375769326884639 0.0010450318304009443 0.0015231156366933511 0.0011316813821403713 0.0014848912078754828 0.0015939936123049656 0.0012728435712650032 0.0013357536129645631 0.0011133678145038859 0.0010135307280014815 0.0016992210868411748 0.0013224244314344888 0.0015892649530364665 0.001548325112612714 0.0012001985863960883 0.0010743177025931416 0.0015089126407244894 0.0011391147504502541 0.0010805344705628883
leaf_count=113 305 450 306 39 53 25 166 36 88 59 86 59 143 194 543 159 165 126 76 69 125 30 78 17 78 276 28 18
internal_value=0 -5.2946e-05 -2.00276e-05 1.66764e-05 -0.000130942 -7.14135e-05 -1.71969e-05 -0.000105837 -0.000200635 0.000101396 -0.000455508 -0.000315629 0.000221734 2.38401e-05 -0.000270238 -0.000179967 -0.000527115 0.000150239 0.000221269 0.000305798 0.000404844 0.000279055 0.000383847 0.00020831 0.00057507 -0.000152285 -0.00101734 0.000702608
internal_weight=0 0.0366458 0.0352955 0.0342485 0.0199132 0.0187449 0.0177447 0.0164282 0.0145174 0.00664406 0.00787335 0.00682832 0.0143353 0.004602 0.00311711 0.00452595 0.0026086 0.0132036 0.0120902 0.0109562 0.00925697 0.00793455 0.00692102 0.00537269 0.00266358 0.00270911 0.00222632 0.00211811
internal_count=3910 3797 3492 3186 2129 1679 1626 1601 1565 567 998 912 1057 796 602 490 324 914 788 749 680 555 479 401 108 293 116 77
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=146 147 1429 1213 453 31 1374 2 52 47 133 1374 0 0 4 12 11 13 47 52 12 42 0 2 4 15 2 13 51 2
split_gain=0.000925089 0.00115699 0.000816361 0.000843552 0.000897025 0.00070477 0.000623579 0.000582291 0.000717628 0.000622622 0.000645656 0.000619721 0.000671283 0.000654589 0.000599426 0.000596071 0.000590841 0.000589811 0.000564705 0.000513526 0.000505936 0.000939334 0.000488758 0.001047 0.000711158 0.000682691 0.000563937 0.000479676 0.000404121 0.000757205
threshold=0.10949000000000002 0.11236 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 0.09309000000000002 0.097940000000000013 0.28122000000000008 0.10589000000000001 0.10681500000000001 -0.094679999999999986 -0.23029999999999998 -0.069794999999999982 -0.37626499999999991 -0.036459999999999992 0.081130000000000022 0.043015000000000005 0.083670000000000008 0.084890000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10575999999999998 0.08400500000000001 -0.078094999999999984 -0.11739999999999999 0.079395000000000007 -0.073799999999999991 0.12342500000000002 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 10 16 -7 -13 19 17 -16 18 -15 27 22 -17 -22 25 -24 -25 -14 -27 -9 29 -29
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12 12 13 14 15 20 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0012167496194321358 -0.0014853256174640185 0.0014159449220078981 -0.0010310602297114281 0.0010806219784287112 -0.001391077725228189 -0.0011127818269361211 -0.0011558826993076337 0.00093826948301117558 -0.00089618992112032675 0.0011760955438267914 -0.00085573672758479955 0.00084773969974887963 -0.00083438670384196778 -0.0012673003277140864 -0.00057323056601369282 0.0015589897137066018 -0.00075025217895840406 0.00032190367326830744 -0.00064430446384167563 -0.0012785676584632438 -0.00092855745336526123 0.00078528395291309165 -0.001341591135891668 0.0011343278742122589 -0.00057391998532355679 0.001081609933844327 -0.00019724374256109773 -0.0005734779218474549 -0.00057436363961482935 0.00085185169567768043
leaf_weight=0.0014117502290058584 0.0010565996794866797 0.0014061266254543616 0.0018919835684302047 0.0016785579399440911 0.0010578134310037504 0.0013894999032686419 0.0010595183020525303 0.004832972500367628 0.0011830674256070308 0.0021046179703140813 0.0011884930169016048 0.0019862079442720592 0.001356989809837561 0.001199456513194086 0.0012229919380675192 0.0011815432283697348 0.0010922594351203694 0.0011259728285608617 0.001044857638113684 0.0013620000859411721 0.0010248055123689426 0.0035513691683277671 0.0023920884108288298 0.0010159637528448992 0.0015021824516310636 0.0018416111298336021 0.0016047536528827067 0.0012652053141066757 0.0011422298224184058 0.0034666317494171928
leaf_count=181 11 21 592 109 36 53 64 243 94 70 104 32 56 55 45 21 76 11 27 555 25 108 378 93 396 31 81 70 24 248
internal_value=0 5.89936e-06 -3.52548e-05 4.1184e-07 4.39012e-05 7.85449e-05 3.86267e-05 6.94366e-05 0.000289332 0.000376246 0.000256285 -9.0878e-05 -2.73971e-05 -0.00011268 0.000195632 0.000426633 0.000359182 -0.000497808 0.000462296 -0.000371735 0.000639013 0.00040148 -0.000244583 -0.000594452 0.000115285 0.000113072 0.000486129 0.000570285 0.000267521 0.000470745
internal_weight=0 0.0495835 0.0481774 0.0467656 0.0448737 0.0438158 0.0421373 0.0410778 0.0173203 0.0161373 0.0140326 0.0237574 0.0223679 0.0203817 0.00930614 0.00698071 0.0128442 0.00232543 0.0117519 0.0110756 0.00575772 0.00457617 0.00971359 0.00491023 0.00251815 0.00480335 0.00344636 0.010707 0.00587407 0.00473184
internal_count=3910 3899 3878 3697 3105 3069 2960 2896 956 862 792 1940 1887 1855 265 199 688 66 612 1590 154 133 1035 867 489 168 112 585 342 318
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=31
num_cat=0
split_feature=1213 1429 133 151 1 133 11 3 47 3 12 42 159 49 15 1 2 160 160 1 42 51 15 49 1 0 43 2 13 2
split_gain=0.000647474 0.000640274 0.000637763 0.0006011 0.000538446 0.000804788 0.000796759 0.00058688 0.000834348 0.000755586 0.000962965 0.000564492 0.000647598 0.000608271 0.000376769 0.00034905 0.00059825 0.000498479 0.000568493 0.00038468 0.000621373 0.000344755 0.00041096 0.000813869 0.000678899 0.000569721 0.00058805 0.000322645 0.000235758 0.000228811
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40391999999999995 0.10305000000000002 0.10681500000000001 0.080455000000000013 -0.115685 0.09252500000000001 0.10420500000000001 0.094045000000000004 0.094425000000000023 0.085545000000000024 0.093425000000000022 -0.029114999999999999 0.093720000000000012 1.0000000180025095e-35 0.087260000000000018 -1.0000000180025095e-35 0.077800000000000022 0.083725000000000008 0.12342500000000002 -0.07052499999999999 -0.029304999999999998 0.11377000000000002 -0.017269999999999997 -1.0000000180025095e-35 0.13479000000000005 -0.45122499999999993 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 14 9 10 15 12 13 21 -5 16 -9 18 -18 20 -20 22 23 -6 -25 26 -24 -15 -11 -16
right_child=1 2 3 4 11 -7 -8 8 -10 28 -12 -13 -14 27 29 -17 17 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082001647186482848 -0.00096613961268946153 -0.00093720781327302804 -0.00085380081243919593 0.0012130865508863825 0.0011988452332809803 -0.0010509366892672708 -0.0011055586654394921 -0.0010263257355061048 -0.0011812602909180923 0.0010002615473477027 -0.0013196363474285674 0.00082558098964374339 0.0011366209662548338 0.001167445396685093 2.7674680135589263e-05 0.0005172172588732793 -0.0004281832610080278 -0.00061460459972797208 -0.00052499102190277846 0.00099418182928565492 0.00059874063372875941 -0.00062601044838780213 -0.0012585644751680015 -0.00072631407185224717 0.00049516474728146932 0.00053930774936804011 -2.0824021128149827e-05 0.00016845651822488882 0.00024406735408914483 0.00079545094701905178
leaf_weight=0.0017128045341177891 0.0011444765582402363 0.0011438422250978622 0.0012103904722415839 0.0010421730177698763 0.0012874576857413462 0.0012899368463780139 0.0010397886128659098 0.001056745021515767 0.0010300641528055978 0.001567446666598471 0.0010248769952516676 0.0027119030766656329 0.0010944298506743175 0.0011886963371381407 0.001963876710298954 0.0019932937265778614 0.0019408371615571027 0.0017090921967988226 0.0013542338290649649 0.001420532678366726 0.0023325942995242599 0.001597821547948187 0.0012620031481063165 0.0014157308233500032 0.0017991766639322559 0.0010607018437092091 0.001420822284057266 0.0010693441003297721 0.0013244864550614457 0.0010305172577318444
leaf_count=592 181 216 83 37 50 411 78 165 123 17 181 173 149 37 83 79 351 151 181 24 119 39 42 44 104 56 70 32 30 12
internal_value=0 7.46389e-06 3.43897e-05 6.20086e-05 9.04105e-05 -3.81527e-05 2.16913e-05 7.80674e-05 -3.07529e-05 4.4615e-05 -9.27033e-05 0.000277262 0.000164578 7.66711e-05 0.000529738 1.37946e-05 -8.84538e-05 2.47195e-05 0.000179747 0.000410765 0.000185975 -6.50183e-05 4.36862e-05 0.000312299 -4.2731e-05 -0.000279377 -0.000603058 0.000694353 0.00065393 0.000291904
internal_weight=0 0.0425273 0.0413828 0.040239 0.0390286 0.0231205 0.0218306 0.0207908 0.0167542 0.0157241 0.0128322 0.0159081 0.0131962 0.0121018 0.00403657 0.0118073 0.00981404 0.00875729 0.0070482 0.00510736 0.00368683 0.00984371 0.00824589 0.00450237 0.00321491 0.00374353 0.00268283 0.00225804 0.00289193 0.00299439
internal_count=3910 3318 3137 2921 2838 2042 1631 1553 1421 1298 1251 796 623 474 132 1070 991 826 675 324 300 405 366 198 148 168 112 69 47 95
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=146 147 453 403 375 124 1429 4 480 1374 12 403 1374 1456 11 47 0 0 52 2 15 51 42 151 39 151 3 15 12 0
split_gain=0.000899379 0.00101494 0.00088914 0.000865089 0.000819333 0.00116162 0.00073784 0.000813314 0.00114122 0.000810978 0.000716009 0.000647982 0.000599939 0.000586732 0.000639433 0.000582479 0.000779024 0.000872056 0.000590965 0.00100582 0.000799033 0.000576107 0.000981766 0.00072703 0.000861927 0.00074705 0.000433199 0.00043132 0.000572839 0.000425467
threshold=0.10949000000000002 0.11236 0.096095000000000014 0.096520000000000009 -0.40343999999999997 0.11158000000000001 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.09309000000000002 0.11655500000000001 -0.092224999999999988 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 0.10783500000000001 -0.23029999999999998 -0.18901999999999997 0.11588000000000002 0.096540000000000015 -0.035939999999999993 -0.09021499999999999 -1.0000000180025095e-35 -0.083919999999999981 0.005105000000000001 -0.077959999999999988 -0.23098999999999997 0.05377500000000001 1.0000000180025095e-35 -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 3 4 -1 6 -6 8 9 10 11 -8 -13 -14 15 16 -15 -18 19 21 -20 -19 -23 -24 25 -25 -21 28 -27 -29
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 17 18 20 26 -22 22 23 24 -26 27 -28 29 -30 -31
leaf_value=-0.0010813922477969163 -0.0012187628549211876 0.0011162795354327927 -0.0011482364702782215 -0.0010012415866446781 -0.00090858470965428915 0.0010524862721757811 -0.00089655827228294651 0.0011874417554723665 -0.0012888889452370661 -0.0010850621268802857 -0.00069658887830714234 -0.00055786896756854709 -0.00055665859263943364 0.00078799294480015603 -0.0005899591516996674 0.00069395293460254646 -0.00080863538249643105 0.00082442410906384078 0.00034813987199003321 -4.6751794499830841e-05 -0.0010027558557621607 -0.0012233698275984004 -0.00062908431940919692 0.0010730046206712596 0.0012188545141677961 0.00010169770897182818 0.00074764167504136987 -0.00024499363346272096 -0.00088484432849664381 0.00085081284195616608
leaf_weight=0.0010842171737337472 0.0010239886132694656 0.0013413712075589493 0.0011502196178270188 0.0013983470203793305 0.001403043980868989 0.0018804785321278042 0.0010296086074186297 0.001017684315448574 0.0010910992680686063 0.0010262019750220111 0.0019003840698437182 0.0019394374025871733 0.0017224082397890852 0.0032213998434578025 0.0015703443896208915 0.0043890156099569691 0.0016101114399127278 0.0013679297874067417 0.0013810591821479257 0.0013886127857176689 0.0015610741301601552 0.0011049588458253998 0.0020783627442666494 0.0010364990825619839 0.001245233896780551 0.0020421853880430415 0.0066541251012535163 0.0011428210556527624 0.0019028904525510981 0.0012325431948721072
leaf_count=10 11 21 36 294 181 29 406 159 213 56 124 66 307 53 81 123 41 77 103 41 131 379 144 25 53 48 341 111 154 92
internal_value=0 5.32386e-06 -2.35716e-05 2.08409e-06 3.07028e-05 5.58544e-05 1.51643e-05 4.41875e-05 1.75258e-05 5.10281e-05 7.91068e-05 0.000116313 0.000143336 0.000180441 0.000216788 0.000254765 0.000188227 0.00011319 0.000174679 0.000250094 -0.000368635 2.97296e-05 -6.25097e-05 5.75875e-05 0.000223494 5.5019e-05 0.000610486 -0.000111922 -0.000374157 0.000323605
internal_weight=0 0.0529137 0.0515723 0.0504221 0.0490237 0.0479395 0.046059 0.044656 0.0436383 0.0425472 0.041521 0.0396206 0.038591 0.0366516 0.0349292 0.0333588 0.0289698 0.0257484 0.0241383 0.0211962 0.00294213 0.0131534 0.0117855 0.0106805 0.00860217 0.00735694 0.00804274 0.00632044 0.00394508 0.00237536
internal_count=3910 3899 3878 3842 3548 3538 3509 3328 3169 2956 2900 2776 2370 2304 1997 1916 1793 1740 1699 1465 234 1083 1006 627 483 430 382 405 202 203
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=31
num_cat=0
split_feature=1429 403 453 4 1374 403 480 150 1456 11 48 1374 0 147 16 43 160 43 43 376 3 16 12 4 4 16 51 160 15 3
split_gain=0.000709329 0.000732174 0.000746996 0.000692495 0.000675611 0.000653056 0.000476907 0.000446269 0.000482395 0.000493171 0.00068547 0.000553207 0.000651149 0.000458464 0.000509671 0.0005038 0.000671249 0.000583921 0.000350106 0.000551702 0.000666827 0.000527592 0.000405116 0.000373999 0.000835516 0.000626843 0.000470946 0.000370055 0.000379672 0.000801027
threshold=-1.0000000180025095e-35 0.096520000000000009 0.091855000000000006 0.50657000000000008 0.090240000000000015 -0.092224999999999988 0.08456000000000001 -0.096234999999999987 -1.0000000180025095e-35 0.088315000000000018 0.093225000000000016 -0.049459999999999997 -0.230625 0.10250000000000002 -0.50763499999999995 0.24789500000000006 -0.090764999999999985 0.14198000000000002 -0.073139999999999983 0.084595000000000017 -0.075954999999999981 0.15737500000000001 0.051320000000000005 -0.0010999999999999996 0.05309500000000001 -0.00083999999999999993 0.077145000000000005 0.031805000000000007 0.083935000000000023 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 11 -10 -13 14 -14 16 -16 18 19 20 22 23 -18 25 -25 26 -20 28 29 -24
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12 12 13 -15 15 -17 17 -19 21 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010518544170324696 -0.0010406891833534804 -0.0010927500468801404 -0.0011544510824783574 0.0011617683260931207 -0.0010574163074187895 0.00093594474459524795 -0.00084127832166971375 -0.00076190498105382703 -0.00082349297689286803 -0.00059536681159240564 0.00060557246131946827 0.0011622586185086553 0.0010487160459127167 -0.00064252974353762229 -0.00079439057403987929 -0.00078220313390439666 0.00095238439043646345 0.0011731491529989135 -0.00045989357548266696 -0.00053047369131085009 0.00098712268870260601 -0.00091620806044559249 0.00026835861847619258 -0.0013427613068130052 0.00026382326281310542 0.0011151953285426981 0.0005885811522905231 0.00072115422878695043 0.00040089479812161822 -0.0014004296332094943
leaf_weight=0.0012656602214461401 0.0010118322790545467 0.0011466283476759534 0.0010006499317647402 0.0011086644584529229 0.0010709321106370231 0.0012845169212898347 0.0010294453874579714 0.0012410272066427632 0.0012867099316125055 0.0017621007993930951 0.005725927405519248 0.0011186849170066069 0.0011055450465815462 0.0016524583172241583 0.0014456449433616339 0.0012689822645178808 0.0010280892570833098 0.0011265196918038003 0.0019649655445820712 0.0013032021571639527 0.0029362073845540159 0.001237277050078589 0.0011111217229249357 0.001023268350366412 0.0016717735965423586 0.0013482593906903872 0.0014673946914296465 0.0010126081045724877 0.0011821479131448598 0.0011455021070241314
leaf_count=181 456 295 45 192 67 40 199 318 66 93 255 39 68 28 192 131 21 27 370 31 124 83 25 59 69 50 77 103 52 154
internal_value=0 1.14936e-05 4.11658e-05 6.98764e-05 4.00323e-05 6.97932e-05 9.89938e-05 0.000124841 9.60319e-05 0.000126518 0.000164876 7.29036e-05 0.000117011 7.02971e-05 0.000120682 7.46176e-05 0.000126384 0.000194442 0.000134625 0.000317358 0.000448649 -6.92048e-05 0.000160104 7.09805e-05 -0.000346174 0.000306148 -1.16521e-05 -2.28811e-05 -0.000241976 -0.000578748
internal_weight=0 0.0438181 0.0426715 0.0416708 0.0405621 0.0394912 0.0384794 0.0374499 0.0361654 0.0349244 0.0331623 0.0274364 0.0261497 0.025031 0.0233785 0.022273 0.021004 0.0195583 0.0184318 0.00971888 0.00841568 0.00871294 0.00547947 0.00747566 0.00269504 0.00478062 0.00343236 0.00445138 0.00343877 0.00225662
internal_count=3910 3729 3434 3389 3197 3130 2674 2475 2435 2117 2024 1769 1703 1664 1636 1568 1437 1245 1218 510 479 708 355 625 128 497 447 334 231 179
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=17
num_cat=0
split_feature=403 43 42 376 133 43 0 16 1 12 14 13 16 49 3 0
split_gain=0.000109203 0.000113273 0.000195603 0.000252928 0.000160707 0.000210515 0.000240227 0.000238643 0.000197611 0.00019532 0.000124295 0.000186842 0.000149363 0.000211334 0.000263337 0.000257063
threshold=-1.0000000180025095e-35 0.18078000000000002 -0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 -0.070894999999999986 0.15737500000000001 0.10113500000000002 0.094045000000000004 -0.13131999999999996 -0.11267999999999999 -0.0090499999999999973 -0.029304999999999998 0.086245000000000016 -0.15517999999999996
decision_type=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 10 -4 -8 -7 -12 13 15 -15 -13
right_child=1 -3 3 -5 -6 7 9 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.0014874101990040355 -0.0016534642165833731 -0.0014824582572947264 -0.0010828141450085356 0.0022939211351839647 -0.001756157046824683 -0.0013186469467155041 0.0034661627051366492 -0.002246930672550892 0.0015677325589074811 0.00058936081790988244 0.0018870073962377455 -0.00058523567412837967 0.0012966934576765076 -0.002914003547802785 0.00016119932859439402 0.0024918733955206565
leaf_weight=0.0012162214508001637 0.00142562685173346 0.0011410553898681874 0.0016188458268273087 0.0014527860101771891 0.001092090080706736 0.0013548758046351148 0.0013840139458838321 0.0012222703323570569 0.0012679385130522913 0.0010485935312782857 0.0015766313410852627 0.0018855067324174968 0.0016908916542335353 0.0014190456663235144 0.0013967379404520308 0.0010790176603867607
leaf_count=930 169 236 476 182 505 97 101 228 101 89 164 81 146 304 71 30
internal_value=0 6.01237e-05 0.000144283 0.000275787 0.000113232 0.000233717 0.00106217 -0.00014537 8.13637e-05 0.0022261 0.000101554 0.000314224 -1.76776e-05 -0.000402166 -0.00138858 0.00053476
internal_weight=0 0.0220559 0.0209149 0.0194892 0.0180365 0.0169444 0.00531939 0.011625 0.00288678 0.00243261 0.0104027 0.00904783 0.0074712 0.00578031 0.00281578 0.00296452
internal_count=3910 2980 2744 2575 2393 1888 767 1121 577 190 893 796 632 486 375 111
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=19
num_cat=0
split_feature=1 42 13 4 484 4 52 48 0 42 150 40 16 0 48 3 2 15
split_gain=0.000107196 0.000222037 0.000185941 0.000158356 0.00014049 0.000134756 0.000130767 0.000170224 0.00015314 0.000131978 0.000157336 0.00016639 0.000150647 0.000174658 0.00012038 0.000118674 0.000110864 6.23548e-05
threshold=0.12263000000000002 0.09901500000000002 -0.060719999999999989 0.074650000000000008 -0.0043499999999999988 0.26450500000000005 0.084890000000000007 0.11379500000000002 -0.060094999999999989 0.090240000000000015 0.086420000000000011 -1.0000000180025095e-35 0.050115000000000007 -0.10575999999999998 0.089600000000000027 -0.08348499999999999 0.10113500000000002 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5 7 9 -8 10 11 -6 13 17 -12 -15 -10 -13
right_child=2 -3 3 5 6 -7 8 -9 16 -11 14 12 -14 15 -16 -17 -18 -19
leaf_value=-0.001723245711729691 0.0022526471002701073 -0.0021608005429232381 0.0015404815251755339 -0.0020980696950155405 -0.0012081716466632122 0.00048621565316827556 -0.0020682951908615908 -0.0014804578567238404 0.00097375107908725391 0.0021058241639085344 -0.0021381670753496049 0.0031418684104609533 -0.00047219442185303059 0.0015531587550007841 0.00031719511151706017 -0.00053619371772760252 -0.0011521215193679914 0.0015504938773757166
leaf_weight=0.0011602202197496655 0.0013333102636465394 0.0013374619242094701 0.0011106526236130945 0.0010303345599993463 0.0010306660635732712 0.0010100804647169004 0.0013680527170020426 0.0011660810545732767 0.0013863583550652861 0.0012105949634941835 0.0010041897082628815 0.0012094031056697485 0.0014502636729953056 0.0013443801621339495 0.0010148411143866554 0.0014057808035169463 0.0011219294163691274 0.0012823529379613046
leaf_count=540 207 416 62 32 151 93 802 65 50 199 177 76 315 300 56 255 33 81
internal_value=0 -0.000187722 0.000678761 1.2803e-05 -3.38946e-05 -0.000818753 8.86457e-05 0.000345755 -0.000715151 0.000540187 0.000345629 0.00067233 0.000961947 0.00135873 -0.000904009 0.000485159 2.28717e-05 0.00232289
internal_weight=0 0.0184926 0.00448438 0.00315107 0.0171551 0.00204042 0.0159949 0.0121186 0.00387634 0.0109525 0.00974188 0.00772285 0.00669218 0.00524192 0.00201903 0.00275016 0.00250829 0.00249176
internal_count=3910 3516 394 187 3100 125 2560 1675 885 1610 1411 1178 1027 712 233 555 83 157
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=30
num_cat=0
split_feature=403 1429 160 14 1374 457 453 4 158 38 148 41 1374 15 130 376 43 43 157 2 13 0 150 13 16 4 16 12 2
split_gain=0.000601175 0.000613064 0.000499836 0.000424813 0.000404213 0.000464801 0.000403653 0.000505265 0.000454136 0.000504444 0.000518259 0.000549956 0.000524071 0.000538506 0.00036791 0.000376575 0.000492214 0.000460544 0.000379431 0.000321746 0.000761059 0.000409633 0.000349094 0.000338369 0.000320794 0.000320589 0.000230614 0.000172429 0.000106452
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.40446999999999994 0.077685000000000018 0.087785000000000016 -0.107555 1.0000000180025095e-35 0.41452500000000009 0.085745000000000002 0.084445000000000006 -1.0000000180025095e-35 0.075585000000000013 -0.094679999999999986 0.10363000000000001 -0.0015749999999999998 0.10682500000000002 -0.23811499999999999 -0.089949999999999988 -1.0000000180025095e-35 0.097940000000000013 -0.088444999999999982 -0.06402999999999999 0.077110000000000012 -0.073799999999999991 -0.077034999999999978 -0.0031049999999999997 -0.089864999999999987 0.095775000000000013 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 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 10 -7 12 -12 14 -14 16 28 -18 -19 20 26 22 25 27 -9 -22 -20 -21 -16
right_child=-2 2 3 -5 -6 6 -8 24 -10 -11 11 -13 13 -15 15 -17 17 18 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0009947111790957119 -0.0010405373814748921 -0.00081361386937061687 0.0010220417259570657 -0.00056991706720084631 -0.00073491506153172302 0.00088151533128296572 -0.00066438958722616584 0.0011035276954715356 -0.00064155615147130061 -0.00063793749877859394 -0.00060991244405525144 -0.00069089889340789509 -0.00044997475583013119 -0.00061308613624000972 0.0012951610850206019 -0.0004834541959868515 -0.00053923073553301983 -0.00035484595865292392 5.968108777068269e-05 0.0012518085620825264 0.00053573925058982594 0.0011977680016344522 0.00083202710533800757 0.00025476204390515123 0.00018168947097875365 -0.00042890575939489006 -0.00076276781885666143 0.00056620792028321681 0.00068515007207744767
leaf_weight=0.0010842917381136399 0.0010268817328096527 0.0012249337089300641 0.0010039651234929883 0.0018371906922155503 0.0010325783433500204 0.0016624713179993469 0.0012290933163479059 0.0014646257826606557 0.0015426517275821386 0.0015413770175185517 0.0015032223179840534 0.0014779480611881715 0.001202386039133029 0.001335360605617896 0.0010045263124886994 0.0010004896312238989 0.0011453631872000653 0.0012604956261556563 0.0011967516223201358 0.0017561405132675567 0.0011631504089297407 0.0012932806588801578 0.0015407394270425812 0.0018739571805161956 0.0012828554223895941 0.0013467486311022348 0.0012762864311588393 0.0010690967032420673 0.0010705437253974992
leaf_count=181 307 278 47 107 86 140 77 187 257 54 59 99 241 171 18 19 190 258 97 59 446 44 38 143 87 93 78 17 32
internal_value=0 2.96688e-06 3.19392e-05 6.06196e-05 9.44163e-05 0.000120176 9.20913e-05 0.000122074 6.85082e-05 0.000109502 0.000155258 0.000103917 0.000157218 0.000213374 0.000270854 0.000319012 0.000366247 0.000280835 0.000349013 0.000419899 0.000252581 0.000538276 0.000327715 0.000698225 0.000673102 1.8135e-05 -0.000364769 0.000992371 0.000980452
internal_weight=0 0.0384225 0.0373382 0.0361133 0.0342761 0.0332435 0.0322396 0.0310105 0.028263 0.0267203 0.025179 0.0235165 0.0220385 0.0205353 0.0192 0.0179976 0.0169971 0.014922 0.0137766 0.0125162 0.00781696 0.00534392 0.00405064 0.00469919 0.00274748 0.0025099 0.00247304 0.00282524 0.00207507
internal_count=3910 3603 3422 3144 3037 2951 2904 2827 2553 2296 2242 2102 2003 1944 1773 1532 1513 1463 1273 1015 796 621 577 219 274 539 175 76 50
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=31
num_cat=0
split_feature=453 1429 403 31 2 484 133 41 1374 0 0 3 3 3 16 124 124 48 147 52 0 133 0 0 0 484 52 13 0 48
split_gain=0.000794866 0.000772586 0.000733542 0.000640451 0.000666161 0.000632887 0.000582243 0.000602965 0.000635881 0.00106163 0.000699645 0.000767118 0.000664472 0.000562127 0.000755361 0.000552308 0.000619655 0.000538767 0.000592451 0.000570343 0.000450542 0.000435044 0.000459367 0.0004205 0.00103391 0.000396767 0.000347557 0.000784981 0.000575782 0.000534878
threshold=0.096095000000000014 -1.0000000180025095e-35 0.096520000000000009 -1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.087485000000000021 0.080335000000000018 -0.094679999999999986 -0.23029999999999998 -0.073129999999999987 0.082730000000000012 -0.075679999999999983 -0.115685 -0.52488999999999997 -0.087809999999999985 -0.036134999999999994 -0.086624999999999994 1.0000000180025095e-35 0.18936500000000003 -0.082604999999999998 -0.0056849999999999991 -0.17106499999999999 -0.10575999999999998 -0.089879999999999974 0.084975000000000009 0.10701500000000001 0.10741000000000002 0.16242500000000001 0.12738500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -10 20 12 13 14 -12 -6 -17 -18 19 25 21 -11 -23 -24 -25 26 27 29 -28 -19
right_child=-2 2 -4 4 15 6 -8 -9 9 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00095844049619225684 -0.0011601442266952352 0.00087757257316581772 -0.0010385366525111669 -0.00099682818161643885 -0.00071051814428064889 -0.00086015737635511099 -0.0009484940424113209 -0.00080563435411266872 0.0010704801787578726 -0.00080913499066454864 -0.00030464129408417723 -0.00061925028046304429 0.0010267469977491414 -0.0005509101206409478 0.0009950896846387695 0.0012886231397873449 -0.00059072982445214687 0.00040555220586653914 0.0012401565586112326 -0.00067847806566150167 -0.0010466010611228369 -0.00077793799690581325 0.00053890125022342265 -0.0010639782180663243 0.00044989378212240372 0.0010438134125239594 -2.3209018984881112e-05 -0.00096494300341451618 0.0013199052450963227 -0.00055658708617813027
leaf_weight=0.0013877391358887428 0.0010308236281559848 0.0016356657297871271 0.0010697469502731474 0.0013065745906642437 0.0010185378857614493 0.0012472119368993608 0.0012006963050494859 0.0015269935860393593 0.0018232457534708068 0.0013756975205034281 0.0013088561099721119 0.0013484879478413703 0.0024201422673826457 0.001329453813248449 0.0019217002154050533 0.0010167504271895713 0.0012916283276496179 0.0064529044112573465 0.0010772369082454594 0.0011197689761461857 0.0010526577212202062 0.0011058952708253855 0.0026501072407221216 0.0013292190677798299 0.0019204332653861489 0.0011482855926865385 0.0010425852393400889 0.0010427394561247638 0.0011902029509656131 0.0011919085550822217
leaf_count=181 36 107 294 421 51 33 504 76 25 375 4 29 49 40 42 92 27 434 64 107 326 26 75 104 145 79 61 58 5 40
internal_value=0 1.13417e-05 4.1139e-05 6.73316e-05 3.6119e-05 -0.000102901 -5.33274e-05 -5.25857e-06 5.34062e-05 0.000111581 1.31549e-05 0.000291878 0.000467898 0.000171298 0.000468505 0.000232626 0.000290585 0.000225358 0.000299248 0.000222394 -0.00023291 -0.000130715 2.5064e-06 0.000148799 -0.000169332 0.00030598 0.000228396 0.000109053 0.000692747 0.000255544
internal_weight=0 0.0465531 0.0451653 0.0440956 0.0424599 0.0248674 0.0235608 0.0223601 0.0208331 0.0195859 0.0177627 0.00832864 0.00698015 0.00456001 0.00323056 0.0175925 0.016574 0.0155573 0.0142656 0.0131884 0.00943401 0.00838135 0.00700565 0.00589976 0.00324965 0.0120686 0.0109203 0.00868755 0.00223279 0.00764481
internal_count=3910 3874 3693 3399 3292 2274 1853 1349 1273 1240 1215 164 135 86 46 1018 967 875 848 784 1051 725 350 324 249 677 598 532 66 474
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=19
num_cat=0
split_feature=128 10 160 11 124 4 2 3 2 1 0 2 43 4 47 0 2 16
split_gain=0.000109577 0.000119063 0.00015441 0.000156936 0.000134892 0.000221869 0.000151224 0.000247803 0.000259995 0.000302802 0.000242876 0.00022317 0.000143508 0.000153037 0.000194848 0.000151093 0.000193194 0.000134248
threshold=1.0000000180025095e-35 0.08302000000000001 -0.217635 0.081005000000000008 0.10230000000000002 -0.49837999999999999 0.091985000000000011 -0.115685 0.10679500000000001 0.10617500000000001 -0.14136999999999997 0.097940000000000013 0.054875000000000007 0.0057500000000000008 0.090515000000000026 -0.089879999999999974 0.08400500000000001 -0.073459999999999984
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 12 -8 11 -10 17 -9 13 15 -15 -7 -17 -11
right_child=-2 -3 3 -5 -6 6 7 8 9 10 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0013517631385338404 -0.0012929415342798805 0.0013286003198012368 -0.0016813608024642953 -0.0012993837991000714 0.0015691199913601664 -0.0013365232155400856 0.0021158040706262564 -0.00020184243085517062 -0.0020335422427095835 -0.0015221339591241746 0.001760241757253124 0.0020456782378563019 -0.0015901258186960042 0.0021292671533359253 -0.00014152491480806255 -0.00090532062337148175 0.0012937426097001119 0.00045363361394982078
leaf_weight=0.0012887957070741854 0.0010079241191470805 0.0010780831392055981 0.0010626110195630601 0.0012435680060435264 0.0010032644048350017 0.0017874576890276545 0.0013362504614853332 0.0011285033317580406 0.0012080470222224915 0.0010408599838964694 0.0011467762642582424 0.0018047793183486316 0.0010341289410688639 0.0010027557551496036 0.0014563588596905319 0.0012824198355454539 0.0012301022582903581 0.0011242797634594126
leaf_count=394 296 93 107 189 30 255 70 244 255 74 201 199 192 117 89 420 650 35
internal_value=0 4.34498e-05 -2.19627e-05 6.41939e-05 0.000155123 7.47272e-05 0.000187256 0.000543732 0.000261884 -0.000334589 0.000285118 0.001181 -0.000214791 -4.36749e-06 0.000784438 -0.000455478 0.000171316 -0.000496188
internal_weight=0 0.022259 0.021181 0.0198922 0.0186486 0.0176453 0.0165827 0.0087895 0.00745325 0.00451996 0.00331192 0.00293328 0.00779322 0.00675909 0.00245911 0.00429998 0.00251252 0.00216514
internal_count=3910 3614 3521 3127 2938 2908 2801 1078 1008 565 310 443 1723 1531 206 1325 1070 109
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=31
num_cat=0
split_feature=403 1429 160 51 51 42 475 1374 133 47 38 39 2 52 51 49 160 16 4 12 3 3 16 4 3 12 3 151 0 42
split_gain=0.00071455 0.000642528 0.000477137 0.000514397 0.000556077 0.000592762 0.000595877 0.000404799 0.00039209 0.000462665 0.000520403 0.00065925 0.000456778 0.000817171 0.000735046 0.000581969 0.000737842 0.000629453 0.000410425 0.000431996 0.000391428 0.00031204 0.000367963 0.000463677 0.000260052 0.000245918 0.000260195 0.000243591 0.000221929 0.000171283
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.40446999999999994 -0.40274499999999996 -0.09021499999999999 -0.10770999999999999 -0.082014999999999991 0.086000000000000007 0.10681500000000001 0.11939500000000002 1.0000000180025095e-35 0.084835000000000008 0.097940000000000013 -0.089799999999999977 0.12190000000000002 -0.029304999999999998 0.088095000000000021 -0.42360999999999993 0.15045000000000003 0.084100000000000022 -0.015794999999999997 -0.032959999999999996 -0.015314999999999997 0.22584000000000001 -0.083344999999999989 -1.0000000180025095e-35 0.076695000000000013 -0.035524999999999994 -0.15291499999999997 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 -6 -7 8 9 10 11 12 13 -8 21 16 24 -17 19 20 -19 22 23 -14 -15 -5 -27 -23 -22 -21
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 -13 14 15 -16 17 -18 18 -20 29 28 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010956565881498489 -0.0011716896909545033 -0.00080653990901316834 -0.00077618114232252207 0.0012551197517922607 -0.0010926987171300418 -0.00081753877378291494 -0.0011432328847082889 -0.00080765359498279293 -0.00065945953062625468 -0.00063788626871785184 -0.00060354542961145289 0.0011641437019034577 -0.00082033301398725213 0.0014040569396720538 -0.0005510111106088152 -0.0011644611032002139 -0.00022491137966507355 0.00090880928971773147 0.00097723676818724497 -0.0010237961887163715 0.00040548173239822347 0.00027858420087672168 0.00086534647065633944 0.00062706455307039047 0.00048281057744731319 0.00079471688056290482 -0.0001861544807416877 0.0011260187054445182 -0.00046302956591290546 -0.00016039340795818126
leaf_weight=0.0011611600880128128 0.0011980159891068756 0.0014464213045983767 0.0015467098546173555 0.0011434591769710067 0.0010051685053827633 0.0015829574046470887 0.0011889467925712558 0.0010096513731312476 0.0012587999555424547 0.0014210705077850596 0.0015486346286808219 0.001884400207445818 0.0010162602665477758 0.0018335897515679989 0.001338262368758115 0.0010529694833927208 0.001604164798791885 0.0013229281568482576 0.0010274283796838368 0.0011092814779273263 0.0011761507635092983 0.0010094870900614339 0.001661698942501566 0.0010177616938014111 0.0011427198134015279 0.0015935027401000603 0.0010184616878898822 0.0034176306446875851 0.0015894315620954644 0.0010071950244866512
leaf_count=181 307 278 120 51 145 213 142 73 431 65 64 243 76 43 45 46 32 57 21 470 21 63 68 57 39 150 60 106 37 206
internal_value=0 1.5845e-05 4.81308e-05 8.02163e-05 0.000116034 5.35472e-05 8.93051e-05 0.000136158 0.00016832 0.000205049 0.000249499 0.000301508 0.000232382 5.90588e-05 0.000489861 0.000170164 0.000603734 -6.95301e-05 8.98812e-05 -5.7048e-05 0.000230706 0.000661347 0.000336193 -9.61e-05 0.00105035 0.000668891 0.000412254 0.000932784 -9.36679e-05 -0.000612918
internal_weight=0 0.0411363 0.0399751 0.0385287 0.036982 0.0332266 0.0322214 0.0306385 0.0296288 0.02837 0.0269489 0.0254003 0.0235159 0.0140548 0.0094611 0.0128659 0.00458047 0.00828538 0.00723242 0.00620499 0.00408851 0.00812284 0.00369572 0.00203402 0.00297631 0.00375542 0.00261196 0.00442712 0.00276558 0.00211648
internal_count=3910 3603 3422 3144 3024 2763 2618 2405 2332 1901 1836 1772 1529 1114 415 972 114 858 812 791 115 370 201 133 82 261 210 169 58 676
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=31
num_cat=0
split_feature=146 9 403 1429 1365 51 1 44 403 14 51 42 2 12 48 52 50 47 1 1 3 16 16 123 49 12 42 3 4 43
split_gain=0.000942342 0.000981848 0.000718028 0.000671362 0.000637275 0.000643462 0.000734214 0.000950222 0.000673367 0.000559185 0.000681198 0.000667127 0.000528468 0.000868096 0.000715865 0.000697511 0.000625208 0.000604427 0.000509322 0.000395866 0.000416419 0.000365414 0.000557151 0.000364478 0.00041483 0.000447512 0.000327621 0.000324545 0.000298541 0.000293548
threshold=0.10949000000000002 0.10802500000000002 0.096520000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.081710000000000019 -0.088854999999999976 0.073890000000000011 -0.09021499999999999 -0.10770999999999999 0.091985000000000011 0.099170000000000022 0.12675000000000003 -0.089799999999999977 0.096815000000000012 0.09252500000000001 0.10937500000000001 0.095155000000000017 -0.040669999999999991 0.0015250000000000001 -0.083564999999999987 1.0000000180025095e-35 0.10581000000000002 0.085665000000000005 0.085075000000000026 0.088060000000000013 -0.0017649999999999999 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -10 -12 15 14 16 -13 18 19 23 21 -21 22 28 24 25 27 -27 -14 -17 -19
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 11 12 13 -15 -16 17 -18 29 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010304338539234667 -0.0014494343416912323 0.0014834236237691238 -0.0012561424756348187 -0.0008218776748862357 -0.0011542293702111472 -0.00089236021574742288 0.00099901014862221462 -0.0012664404108997656 0.00093931112012771557 -0.0009847726483267409 -0.0010533190275079153 -0.0011146805297095198 0.00037858502648240982 -0.00052923337315334031 -0.00043843361519541014 0.00058151547883344827 -0.00052591396697700111 -3.1691120631216711e-05 0.0014107540837240418 0.0002264339477628194 0.0013421032159119783 0.00061569219927578992 -0.00077030638436038218 0.0013558957609416595 0.001366421389849604 0.0010822992922213056 3.0270347854129155e-05 -0.00049479583834021444 -0.00038746544702362117 -0.0011270695034016798
leaf_weight=0.0014415604149121677 0.0010795594967021307 0.0010588988583699601 0.0011005155240727807 0.0018467212871542396 0.0010395804129545985 0.0015460825144272263 0.0021112860172019512 0.001244261913249999 0.0026279916038578479 0.0010097110561879665 0.0011167108267448591 0.0013440766097135856 0.0022565062423485216 0.002321286196270588 0.0017504222932949185 0.002057821053024933 0.0010522912678654359 0.0010351576890279546 0.002086397256769402 0.0021254130135943683 0.0012820392900365629 0.001792733851146977 0.0022970543368705607 0.0012263877080371808 0.0010432555415533784 0.0022459732185657888 0.0010330181959909979 0.0018514502202862104 0.0012051216385682208 0.0013441720111566644
leaf_count=181 11 32 292 122 73 497 123 45 210 103 132 166 61 171 42 216 62 62 153 105 95 56 438 59 27 59 119 54 86 58
internal_value=0 1.13607e-05 -2.22081e-05 7.74624e-06 4.18428e-05 7.08584e-05 0.000111062 6.28636e-05 0.000106793 0.000149579 0.000182215 0.000120933 0.00016276 0.000348769 0.000488886 -5.38577e-05 0.000615745 5.46567e-05 0.00071805 0.000210586 0.0006462 8.71084e-06 -0.000187001 0.000568384 0.000453821 0.000324935 0.000750867 -1.50465e-05 0.000223636 -0.000650511
internal_weight=0 0.0474939 0.046435 0.0453345 0.0438929 0.0428533 0.0410066 0.0388953 0.0376511 0.036105 0.0350953 0.0324673 0.0313506 0.016867 0.0145457 0.0144836 0.0127953 0.0131395 0.011743 0.0107602 0.00340745 0.00735273 0.00556 0.00965659 0.0084302 0.00738695 0.00327899 0.00410796 0.00326294 0.00237933
internal_count=3910 3899 3867 3575 3394 3321 3199 3076 3031 2534 2431 2221 2089 807 636 1282 594 1116 532 996 200 796 740 379 320 293 178 115 302 120
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=19
num_cat=0
split_feature=14 1 4 2 3 4 0 47 147 2 12 3 2 4 3 12 13 3
split_gain=0.000123206 0.000118167 0.000179078 0.00016918 0.000152305 0.00017535 0.000230562 0.000433495 0.000211159 0.000183106 0.000370729 0.00034434 0.000179712 0.000328926 0.000163205 0.000133667 0.000157803 0.000130385
threshold=0.077685000000000018 0.076710000000000014 -0.084009999999999987 0.106285 0.16699000000000003 -0.23071499999999998 -0.017269999999999997 0.13206500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.097345000000000015 0.076695000000000013 0.11230000000000001 0.0057500000000000008 -0.0076499999999999988 0.085185000000000025 -0.083514999999999992 -0.10140999999999999
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 17 5 -3 7 8 9 10 14 -11 13 -13 -7 -4 -17 -1
right_child=-2 4 15 -5 -6 6 -8 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-0.0017617574089961777 -0.0017172918284896329 -0.0017510122628590374 -0.0026039043259854185 0.0020695922562677825 0.0022006834608688094 -0.0031693881792765615 0.0024064317618617201 -0.0031086241430715671 0.0024517473596032862 0.0025026799257922448 0.0015057199579152827 -0.0011607016629714278 -0.0015741719170176678 0.0025374730105049096 -0.00050081038665716958 0.00066771932779955702 -0.001963350148850811 0.00064262032002592047
leaf_weight=0.0010410223188097589 0.00107132834536 0.0011396233688589783 0.0012830246612323551 0.0010544544139099443 0.0010518252982988927 0.0012757890768556089 0.0012881971743100547 0.0010000967287293614 0.0011968681465149853 0.0019334847898489216 0.001278503243284046 0.0012640218007788917 0.0014507877320184548 0.0012660437947644709 0.0011424812609966408 0.0012901777827402355 0.0011199019016332485 0.0013787556012232454
leaf_count=78 126 208 401 29 178 540 130 51 108 246 127 50 42 41 72 326 855 302
internal_value=0 6.28254e-05 -0.000480496 0.000355266 0.000317551 0.000178415 0.000346311 0.000121563 0.000420463 0.000167508 -0.000727816 0.000727132 -0.000135245 0.000689863 -0.00190865 -0.00126673 -0.000554871 -0.000391777
internal_weight=0 0.0224551 0.00716734 0.00347423 0.0152877 0.0142359 0.0130963 0.0118081 0.010808 0.00961111 0.00369677 0.00591434 0.00398085 0.00253007 0.00241827 0.0036931 0.00241008 0.00241978
internal_count=3910 3784 1991 409 1793 1615 1407 1277 1226 1118 739 379 133 91 612 1582 1181 380
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=31
num_cat=0
split_feature=146 9 1213 14 1429 160 1374 1374 150 11 1456 1 484 0 43 43 52 42 2 0 133 4 13 15 16 3 151 12 403 4
split_gain=0.000944451 0.000922528 0.000737087 0.00064832 0.000674978 0.000664548 0.000635255 0.000675322 0.000855672 0.000898218 0.000552718 0.000604571 0.000756966 0.00057632 0.000645499 0.000592609 0.000602223 0.000564141 0.000648279 0.000808831 0.000761666 0.00060998 0.000514261 0.000718119 0.000451108 0.00044037 0.000562205 0.000411562 0.000366264 0.00032128
threshold=0.10949000000000002 0.10802500000000002 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 0.090240000000000015 0.08486500000000001 0.08776500000000001 -1.0000000180025095e-35 0.10080500000000002 0.073820000000000011 -0.017269999999999997 -0.24333999999999997 -0.069494999999999987 0.12897500000000003 -0.089024999999999979 0.083585000000000007 -0.099864999999999995 0.10681500000000001 -0.077889999999999987 -0.079119999999999982 -0.16430499999999995 0.18126 -0.057849999999999992 -0.084129999999999996 0.093125000000000013 -0.088229999999999989 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 4 -4 -6 -7 8 9 10 -8 12 17 14 -13 -16 22 -12 19 -19 21 24 -17 -24 -20 26 -10 -23 -1 -27
right_child=-2 -3 3 -5 5 6 7 -9 25 -11 11 13 -14 -15 15 16 -18 18 20 -21 -22 27 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00025155657255357877 -0.0014479398357560755 0.0014831982522547859 -0.00098516977418573477 -0.0011871970397851841 -0.00088902016219076095 -0.00072245383938985641 -0.00087546219645814763 -0.00099602439141691329 -0.00064472610713616645 -0.001007826078701963 -0.0011964258785631529 -0.00051192123908729047 0.00084486253909075743 0.0014964658070938208 0.0011478441038894453 0.00055431178007920548 0.00096487847286987852 0.0001588383602073772 0.0010092502120405509 -0.0014595374155013064 -0.0010052618079189489 -0.00046398453150788487 0.00044955617282170794 -0.0012115800632709406 4.2187842948477338e-05 0.00055320044264657012 0.00079128469389742461 0.0005150353856017613 -0.0015461287815177994 0.0014478606331625691
leaf_weight=0.0010286934294285732 0.001071022823907696 0.0010083429226863663 0.0014357225017718181 0.0010227429564391146 0.0015888145322398009 0.001990959967582028 0.0011777512171747264 0.0011480250676454409 0.0010581589822038495 0.0016521238470801327 0.0010618191638523946 0.0017145630592096959 0.0022884492177585028 0.0011795947579638097 0.0025906400461978025 0.0019473006166945712 0.002067510129194261 0.0014448221887164436 0.0032489227082099703 0.001509252493449245 0.0012106248966564656 0.0029017213519158059 0.0010864602055101775 0.0014553771342207204 0.001787271110197608 0.0017350047867337173 0.0016964747676002645 0.0015881201675126688 0.0010613911600734207 0.0021464004903180012
leaf_count=106 11 32 180 105 242 66 240 62 44 73 189 17 128 105 150 101 39 27 170 269 229 297 43 70 43 94 91 120 486 81
internal_value=0 1.97325e-05 -1.11234e-05 2.99084e-05 5.77485e-05 9.23482e-05 0.000129751 0.000172493 0.000207293 0.000102253 0.00016286 0.000204909 1.75275e-05 0.000470091 0.000358627 0.000521802 0.000274443 -0.000110811 -2.6613e-05 -0.000667998 0.000149857 0.000296657 -4.35427e-05 -0.000501559 0.000666054 0.000712423 0.000239659 -0.000117691 -0.000908969 0.00104794
internal_weight=0 0.0488331 0.0478247 0.0457346 0.0447119 0.0432762 0.0416873 0.0396964 0.0385484 0.0319123 0.0302602 0.0290824 0.017041 0.0120414 0.0108619 0.00914729 0.00655665 0.0147526 0.0136907 0.00295407 0.0107367 0.00952604 0.00448914 0.00254184 0.00503619 0.00663604 0.00275463 0.00448984 0.00209008 0.00388141
internal_count=3910 3899 3867 3275 3170 2990 2748 2682 2620 2310 2237 1997 1472 525 420 403 253 1344 1155 296 859 630 214 113 213 310 135 417 592 175
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=19
num_cat=0
split_feature=15 42 132 41 1 16 47 1 52 52 0 3 16 4 4 0 3 47
split_gain=0.000120457 0.000141604 0.000127296 0.000227111 0.000168103 0.000277667 0.000165922 0.000293764 0.000285186 0.000363949 0.000279457 0.000232567 0.000202581 0.000304425 0.000130236 0.000240832 9.05998e-05 5.7525e-06
threshold=0.079360000000000014 0.08401500000000002 0.080815000000000012 0.078150000000000011 0.13662500000000002 -0.53257999999999994 0.086425000000000016 0.10004000000000002 -0.092854999999999979 -0.081429999999999989 -0.06402999999999999 0.12046500000000002 0.20277000000000003 0.0057500000000000008 -0.017449999999999997 0.12500000000000003 -0.018854999999999997 0.10378000000000003
decision_type=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 -1 7 8 -7 -10 17 16 13 14 15 -11 -9 -8
right_child=1 -3 -4 -5 -6 6 10 11 9 12 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.002718551241396546 -0.0021757189666732043 0.00051383246247943537 0.0017335448116479191 -0.0028315215565601947 0.0020787201239981707 -0.0030241118154708301 -0.0020952422271222548 0.0020669061947676589 0.0033882933071918103 0.0010199997367721153 0.0015150154452048749 6.9629455348554388e-05 0.0020367082711545896 0.0020018788887523264 -0.0037014512239837917 -0.0030501639706774267 0.004679438523935109 -0.0027636712838285849
leaf_weight=0.0013670568934966943 0.001989676703888838 0.0012428837767591294 0.0018233252519676271 0.0010429009516736967 0.0016367904878571557 0.0011063970741769765 0.0010057811243235765 0.0010006688175363543 0.0012891140188024926 0.0011344936681407765 0.0010776860582319978 0.001325042465316173 0.0011459415515610583 0.0010572391552309546 0.0010261108487872985 0.0011380021965512466 0.0010771337988481075 0.0010068197975779958
leaf_count=96 721 715 270 116 148 342 141 176 85 82 71 69 40 170 336 32 140 160
internal_value=0 -0.00114162 0.000157846 2.01872e-06 0.000171908 -2.61598e-05 0.000229611 0.000580644 -8.09857e-05 0.000398519 -0.001054 0.00211615 -0.00030201 -0.000917283 -0.00185291 -0.00101822 0.00342124 -0.00242963
internal_weight=0 0.00323256 0.0202605 0.0184372 0.0173943 0.0157575 0.0143904 0.0113001 0.0078973 0.0067909 0.00309029 0.00340285 0.00550179 0.00435585 0.00329861 0.0022725 0.0020778 0.0020126
internal_count=3910 1436 2474 2204 2088 1940 1844 1472 1087 745 372 385 660 620 450 114 316 301
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=17
num_cat=0
split_feature=403 14 157 160 133 38 1375 1 12 13 151 4 3 4 0 1
split_gain=0.000107711 0.000101215 0.000115484 0.000161287 0.000373923 0.000244007 0.000233475 0.000233129 0.000168849 0.000186527 0.000265411 0.000256432 0.00022887 0.000178739 0.000103738 4.97272e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 -0.013124999999999998 0.16421000000000002 -0.083559999999999982 0.074650000000000008 -0.075404999999999986 -0.060264999999999992 -0.073729999999999976 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -4 -8 10 -10 12 13 -12 -14 -13
right_child=1 -3 3 4 5 -7 8 -9 9 -11 11 15 14 -15 -16 -17
leaf_value=-0.0015771027688596003 0.0013907846455681531 -0.001576247825633611 -0.0024038836335393554 -0.0026979574375918859 -0.0012747869709246026 -0.0020677086626658698 0.0024742181381674439 0.00060060051104778294 -0.00165216167905987 -0.0011690150764637201 0.0030921374710293926 0.0020042747764474891 0.00055286369320488055 0.00023215881257462973 -0.0013938935664263366 0.0035164365922483141
leaf_weight=0.0011938083168521523 0.0019330557092268044 0.0010157764759158852 0.0017114837774242766 0.0011487562059306127 0.0015932945513674754 0.0010118229284969979 0.0016679044779125242 0.0012888499691998678 0.0010129543472983124 0.0013965071907930957 0.0013878822380175571 0.0014331345992640854 0.0016787694085668714 0.0011273919201315041 0.0014542272620854425 0.0010898836353663288
leaf_count=930 458 105 552 482 69 56 241 146 111 59 143 77 116 196 99 70
internal_value=0 6.85401e-05 0.000148343 2.19558e-05 0.000234797 0.00046161 0.000646498 -0.00111325 0.000896417 0.0006477 0.00092394 0.00124329 0.000611576 0.00181024 -0.000350753 0.00265749
internal_weight=0 0.0219517 0.0209359 0.0190029 0.0160025 0.0148538 0.0138419 0.00300033 0.0122487 0.0105808 0.00918424 0.00817129 0.00564827 0.00251527 0.003133 0.00252302
internal_count=3910 2980 2875 2417 1719 1237 1181 698 1112 871 812 701 554 339 215 147
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=146 147 453 1429 1213 31 4 11 457 457 133 1373 160 133 2 0 0 43 16 2 16 16 48 3 3 160 43 13 42 13
split_gain=0.000924112 0.00102362 0.000839305 0.000719675 0.000719923 0.000615081 0.000579453 0.000529842 0.000529505 0.000875458 0.000588889 0.0005439 0.000587283 0.00126116 0.000647252 0.000715263 0.00148752 0.000648394 0.000807067 0.00119003 0.000515656 0.00108705 0.000466006 0.000463202 0.000373711 0.0004603 0.00058487 0.000344783 0.000585145 0.000528215
threshold=0.10949000000000002 0.11236 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.23052999999999998 -0.0034949999999999994 0.10681500000000001 -1.0000000180025095e-35 -0.091109999999999983 -1.0000000180025095e-35 0.097940000000000013 -0.10575999999999998 -0.089879999999999974 -0.074254999999999988 0.070590000000000014 0.084685000000000024 -0.50763499999999995 -0.16268499999999997 0.092250000000000013 -0.084129999999999996 0.13772500000000001 0.085545000000000024 -0.044024999999999988 -0.083514999999999992 0.095385000000000011 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 3 -1 -5 -6 7 8 -7 -10 11 -11 13 -13 15 22 -17 23 19 -19 -16 -22 -14 -18 25 26 -23 -25 29 -29
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 12 14 -15 20 16 17 18 -20 -21 21 24 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00095810636743437082 -0.0012590522696191821 0.0011527202259186211 -0.0011877745206392643 -0.0007837353376353005 0.0008343909998595998 0.00098433781343901542 0.00094705320704798629 -0.00066674291987118422 -0.00093784597822744369 -0.00085122195057355389 -0.00071093611703420797 0.00080625602307848431 0.00051346841502547395 -0.00098885239664899763 0.0010854385121770334 -0.0013196765482668563 -0.00031495902693304571 -0.00078624883144162705 -0.0013196814378281109 0.00097732920547957528 -0.00064211796880837716 0.00063738229539948485 -0.0004595099288252296 0.0011593126975187615 0.0010308130047333127 0.0010217910633688882 -0.00035330335269455386 -0.00079066461197906937 0.0010866676075788665 0.00056005484667752815
leaf_weight=0.0013235915075938678 0.0010269622321175112 0.001318168904731464 0.0010589344036731054 0.0018176696138502693 0.0017322784147553163 0.0010044346616453472 0.0011688621599139628 0.0019475494574407995 0.0016109744658676642 0.0010239120915684899 0.0016553046880356517 0.0010004163402561606 0.0057876745890465967 0.0021374423848194981 0.0017915159213547924 0.0016759783291287076 0.0015270124124548978 0.001490032401056076 0.0011460829138059125 0.0012050060724233536 0.0016958269095956888 0.002050995704065973 0.0010061095834288381 0.0011235396789166519 0.0019158862424628609 0.0013556276640231957 0.0021000849203058874 0.0010069667921679404 0.0010868828065504488 0.001009514109682641
leaf_count=181 11 21 36 592 109 35 164 99 237 30 439 59 139 271 90 204 165 213 58 139 59 112 18 38 67 73 134 98 13 6
internal_value=0 6.06239e-06 -2.64735e-05 6.15048e-07 2.94068e-05 6.43847e-05 3.1469e-05 4.27553e-06 3.92111e-05 1.31329e-05 5.71663e-05 9.55362e-05 0.000125724 -0.000416534 0.000184448 3.11814e-05 -0.000172672 2.76773e-05 -0.000392154 2.28249e-06 0.000438229 0.00031107 0.000369377 0.000307943 0.000528843 0.000354199 0.000136182 0.000532973 0.000306213 -0.000114452
internal_weight=0 0.0477743 0.0464561 0.0453972 0.0440736 0.0422559 0.0405236 0.0393548 0.0374072 0.0364028 0.0347918 0.0331365 0.0321126 0.00313786 0.0289747 0.0180648 0.011271 0.00959504 0.00384112 0.00269504 0.0109099 0.00911842 0.00679378 0.00575392 0.00742259 0.00550671 0.00415108 0.0042269 0.00310336 0.00201648
internal_count=3910 3899 3878 3842 3661 3069 2960 2796 2697 2662 2425 1986 1956 330 1626 1091 934 730 410 352 535 445 157 320 386 319 246 155 117 104
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=31
num_cat=0
split_feature=403 1429 481 1374 403 1374 376 1 14 44 42 376 50 15 15 2 43 0 0 52 4 15 15 147 1375 42 0 2 4 43
split_gain=0.000804475 0.000663971 0.000653876 0.000587232 0.00059075 0.000501769 0.000504252 0.000550475 0.00123361 0.000893815 0.00062373 0.000449921 0.000478781 0.000601478 0.00054952 0.000754466 0.000531421 0.000655928 0.000440849 0.000432929 0.000493395 0.000779641 0.000490404 0.000431685 0.000506757 0.000420877 0.000416447 0.000604274 0.000259144 0.000249506
threshold=0.10020000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.088854999999999976 0.090240000000000015 0.11605500000000001 0.13662500000000002 0.077685000000000018 0.081710000000000019 -0.10770999999999999 0.084770000000000026 0.10625000000000001 -0.23821499999999998 -0.11739999999999999 0.094825000000000007 -0.18906999999999999 -0.10783 -0.035699999999999989 0.10898500000000001 -0.026614999999999996 -0.033649999999999992 -0.089964999999999976 1.0000000180025095e-35 -0.029589999999999995 0.085545000000000024 -0.14733499999999997 0.086245000000000002 0.053925000000000008 -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=1 -1 3 -3 -5 6 7 8 9 10 -6 12 13 -12 15 -15 -16 23 -9 20 25 22 -22 24 -18 29 27 -26 -28 -19
right_child=-2 2 -4 4 5 -7 -8 18 -10 -11 11 -13 -14 14 16 -17 17 19 -20 -21 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0010122309302910109 -0.0012126214658845242 -0.00074408937755711239 -0.0011300851089689563 -0.00087372766229621226 -0.0006961771822501081 -0.00087468789130500113 -0.000729224216982115 0.00024700919924377092 -0.0012737739342939397 -0.0011124756201101799 0.0012027843857620676 0.0011291023263898408 -0.00067983255242881385 -0.0013332685135381661 0.0009168380529559414 0.00037035253851994631 0.0014000293162832985 0.001170904767931835 0.001486397732567153 -0.00073073115436648344 -0.00042234943811433233 -0.00094891636042259667 0.00066138930740686501 0.0014594411529491992 0.00070996605200061803 -0.00031368592928476043 0.001287574192023445 -0.00063065488747079121 0.00030978661604959512 0.00041259626817418386
leaf_weight=0.0013726708283381397 0.0012300321209798007 0.0018900984959149261 0.0010343344137464508 0.0013226255851028759 0.0014749407736104328 0.0010559072568288022 0.0013476633026779919 0.0012720287644414352 0.0012986371079453099 0.0011034278229331554 0.0015181742232868089 0.0013587665698726594 0.0011633205750568023 0.0011114443986057097 0.002791194960458653 0.0011872494140497958 0.0010179236559446636 0.0012623698049538667 0.0012630729745402016 0.0014584387878769931 0.0015996190937296317 0.0019800413791682299 0.0021768579343416361 0.00105563309842438 0.0012259902136975143 0.0014323123440258545 0.0010239013075654521 0.001882550026441443 0.0014408748770584623 0.0039762495470523768
leaf_count=181 277 68 99 508 165 75 28 120 98 41 96 68 247 96 48 50 22 70 51 199 136 203 196 58 16 220 45 57 40 332
internal_value=0 5.43841e-06 3.73859e-05 6.56716e-05 0.000103183 0.000135912 0.000163685 0.000196142 0.000147086 0.000202595 0.000247746 0.000293151 0.00025439 0.00029301 0.000241129 -0.000453367 0.000306761 0.00022768 0.000864514 3.5211e-05 0.000125099 -0.000193649 0.000202345 0.000577183 0.000435883 0.000400155 0.000259789 -0.000101922 0.000715973 0.000595329
internal_weight=0 0.0450983 0.0437256 0.0426913 0.0408012 0.0394786 0.0384227 0.037075 0.0345399 0.0332413 0.0321379 0.0306629 0.0293041 0.0281408 0.0266227 0.00229869 0.024324 0.0215328 0.0025351 0.0138859 0.0124275 0.00575652 0.00377648 0.00764687 0.00659124 0.00667093 0.00557332 0.00310854 0.00246478 0.00523862
internal_count=3910 3633 3452 3353 3285 2777 2702 2674 2503 2405 2364 2199 2131 1884 1788 146 1642 1594 171 1356 1157 535 332 238 180 622 158 73 85 402
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=31
num_cat=0
split_feature=403 160 1429 403 1374 158 453 0 159 475 38 124 483 160 39 376 41 48 48 149 147 1 43 47 2 12 12 2 48 48
split_gain=0.000690381 0.00063248 0.000572449 0.000476696 0.000493619 0.000522302 0.000427785 0.000626784 0.000428158 0.000659972 0.000423003 0.000448672 0.000436521 0.000356027 0.00035214 0.000351697 0.000336149 0.000393178 0.000311443 0.000280286 0.000497608 0.000278834 0.000417815 0.000336443 0.000295749 0.000341658 0.000346992 0.000297875 0.000244412 0.00022977
threshold=0.10020000000000001 -0.40446999999999994 -1.0000000180025095e-35 -0.088854999999999976 -0.094679999999999986 0.10858500000000001 1.0000000180025095e-35 -0.23029999999999998 0.08894500000000001 -0.083344999999999989 0.084445000000000006 -0.048219999999999992 1.0000000180025095e-35 -0.046074999999999991 -1.0000000180025095e-35 0.084680000000000019 0.075585000000000013 -0.09386499999999999 0.086870000000000017 0.11108000000000001 0.087265000000000023 0.10113500000000002 -0.079374999999999987 0.120245 0.083585000000000007 0.095775000000000013 0.085185000000000025 0.090815000000000021 0.10885500000000002 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 18 9 -9 11 15 14 -10 -13 -11 17 -16 -6 20 21 24 23 -23 -19 26 27 -26 -24 -28
right_child=-2 2 3 4 5 -7 -8 8 13 10 -12 12 -14 -15 16 -17 -18 19 -20 -21 -22 22 28 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00094156022279910634 -0.0011723552289759844 -0.0009688546951215467 -0.00085591797844213947 -0.00069038432245477647 0.0013829801640392598 -0.0009043545208421305 -0.00071190874208717776 -0.00083032035048079516 0.0010887411732089086 0.0013761283093872195 -0.00058338253776994903 -0.00063607858176847215 -0.00077192716735289776 2.9122811762175362e-05 -0.00059061003703657106 0.00023495379491949388 -0.00038332722981225244 -0.00040403246184674219 0.00043631030015685795 -0.0004228253942764851 0.0013794962452749672 0.00061376439332795326 0.0010774594772754837 -0.00057849071036292915 0.00068879239517703912 -0.00044049369753107676 0.0004026401874718306 -0.00030497464967574968 0.00023133942778652642 0.0012387707172280802
leaf_weight=0.0015019204360896534 0.0011293397975312694 0.0012031257823993382 0.0011854803378812387 0.0016631912609437185 0.0013115317478735655 0.0010318256694362695 0.0011780067044782063 0.0016644265818724071 0.0017867197188463635 0.0011747608959411506 0.001693046536472397 0.001138098838865175 0.0011524951498974581 0.0011515092506982896 0.0010826840574917887 0.001211301247070945 0.0018810325326068513 0.0017449973159164925 0.0018498301541853834 0.0010163646222451908 0.0010325984173187299 0.0010600621833480872 0.0028186855186890245 0.0010310233616905862 0.0010561432241689706 0.0012031165826248413 0.001564856085392391 0.0018034142861589331 0.0010291656580534436 0.0013535300476065215
leaf_count=299 277 166 494 68 48 163 90 212 157 126 64 28 242 138 20 59 115 232 33 13 34 57 126 9 78 153 303 44 32 30
internal_value=0 5.19497e-06 4.0679e-05 7.19267e-05 0.000101115 0.00013766 0.000168389 0.000199059 0.00013408 7.68891e-05 0.00013486 0.00018479 0.000118317 0.00067347 0.000167606 0.000796803 0.000214089 0.000277234 0.000829048 0.00033345 0.000382416 0.00031221 0.000560588 2.59152e-05 0.000143164 0.000279942 0.000429955 6.20613e-05 0.000851152 0.000790433
internal_weight=0 0.0415749 0.040073 0.0388699 0.0376844 0.0360212 0.0349894 0.0338114 0.03065 0.0277118 0.0260474 0.0243543 0.0219683 0.00293823 0.0208158 0.00238606 0.0196777 0.0177966 0.00316136 0.016714 0.0156976 0.014665 0.00593894 0.00209109 0.00872606 0.00698106 0.00577794 0.00285956 0.00384785 0.00291839
internal_count=3910 3633 3334 3168 2674 2606 2443 2353 2272 1977 1765 1701 1516 295 1274 185 1246 1131 81 1111 1098 1064 224 66 840 608 455 122 158 333
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=146 156 10 453 403 1429 15 11 403 106 31 1374 159 3 38 2 4 1374 0 15 47 42 12 4 2 1 1 3 52 15
split_gain=0.00112189 0.00113071 0.0010753 0.000908863 0.000835674 0.000802376 0.000915241 0.000917109 0.000869243 0.00076978 0.000927724 0.000775494 0.000722455 0.000799441 0.000802744 0.000769325 0.000662406 0.000669957 0.000661239 0.000524882 0.000678911 0.000550447 0.00120139 0.000461481 0.000458282 0.00145284 0.000455814 0.000547791 0.000417635 0.000415147
threshold=0.10949000000000002 -1.0000000180025095e-35 0.08302000000000001 0.096095000000000014 0.096520000000000009 -1.0000000180025095e-35 -0.26361999999999991 0.088315000000000018 -0.092224999999999988 0.090450000000000016 -1.0000000180025095e-35 0.090240000000000015 0.10701500000000001 -0.12008499999999998 0.10386000000000002 0.097940000000000013 -0.37626499999999991 -0.094679999999999986 -0.23029999999999998 -0.098459999999999978 0.10783500000000001 0.095385000000000011 0.092475000000000016 -0.084009999999999987 0.10393500000000001 0.084795000000000023 0.087545000000000026 0.092005000000000017 -0.081429999999999989 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -8 10 -10 12 13 29 15 16 -15 -18 -19 20 -20 22 23 -21 -17 -26 28 -28 -25 -12
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 11 -13 -14 14 -16 24 17 18 19 21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0013460313100946207 -0.0012804555046937278 -0.00096668415055337379 0.0010796896905093546 -0.0012049982206303377 -0.0010585958397268795 0.0008926050117345687 -0.0010546520744566243 -0.0010005462441181757 0.0013461788841020788 -0.0010515873132574442 0.00120920338966164 -0.00099013649547047928 -0.00096508644600109162 -0.00091939472914444223 -0.0010719319202092505 0.0008575675323080048 -0.0009111338999529628 0.0007837513086192138 -0.0012305748920909013 0.00081414321508592989 0.00017342351010938209 0.00070233344208799498 -0.0012559044882261947 -1.2525202234550089e-07 -0.0007851418535604472 0.00056562234723809808 0.00065754886238074243 -0.00050352874430980969 -0.0010689523852443969 0.00040706888308938435
leaf_weight=0.0010961872259251373 0.0012556987644529718 0.001353019532437382 0.001726511469217539 0.0011099903105673539 0.0012526694550858411 0.0024090122193375909 0.0011954482054994378 0.0014811093535778133 0.0011203993601025522 0.0010091548776927075 0.0015570100060511294 0.0011393136451101063 0.0010483317927618687 0.0014440992278155059 0.0010601329741950485 0.0029649525089787696 0.001273479573242752 0.0022280758522015111 0.0013148329136918281 0.0015734590212992264 0.0011873643021758085 0.0023157456982244593 0.001254510999337822 0.001750401734972316 0.001907819515142517 0.0059140967131057209 0.0025305568672595591 0.0010380834263372662 0.0010653471497145727 0.0046886370260028508
leaf_count=197 11 147 91 36 286 208 451 75 50 14 54 61 179 31 35 98 53 25 121 189 31 137 139 127 177 220 166 11 384 106
internal_value=0 6.73485e-06 3.52993e-05 -6.29279e-07 2.66103e-05 5.50352e-05 8.47827e-05 4.06168e-05 7.68317e-05 0.000109515 0.000138535 0.000104068 0.000136774 0.000167936 7.89605e-05 0.000119955 -4.31967e-05 2.89758e-05 0.000102612 -5.55566e-06 -0.000564337 0.000115729 -3.1728e-05 0.000161257 0.000406965 0.000236162 3.50124e-07 0.000319802 -0.000404519 0.000607037
internal_weight=0 0.0530098 0.0519136 0.0501871 0.0490771 0.0478244 0.0464714 0.0440624 0.0425813 0.0413858 0.0403767 0.0392563 0.0381169 0.0370686 0.030823 0.0297628 0.018976 0.0175319 0.0162584 0.0140303 0.0025022 0.0115281 0.00921236 0.00795785 0.0107869 0.00782192 0.00638439 0.00356864 0.00281575 0.00624565
internal_count=3910 3899 3702 3611 3575 3289 3142 2934 2859 2408 2394 2344 2283 2104 1944 1909 1414 1383 1330 1305 152 1153 1016 877 495 397 688 177 511 160
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=1429 158 403 453 31 2 16 159 1374 0 0 4 13 11 42 2 12 12 42 160 52 52 52 0 2 2 15 2 2 49
split_gain=0.000938243 0.000938896 0.000896292 0.000920108 0.000699693 0.000854189 0.000688654 0.000723067 0.000679403 0.000656656 0.000795259 0.000793756 0.000646393 0.000646326 0.000700621 0.000703104 0.000539649 0.000597673 0.000723395 0.000534813 0.000829258 0.000856413 0.000506279 0.000682793 0.00091783 0.000843344 0.000680715 0.000571548 0.000463204 0.000443787
threshold=-1.0000000180025095e-35 0.11034000000000001 0.096520000000000009 0.10097500000000002 -1.0000000180025095e-35 0.097940000000000013 -0.54165499999999989 0.085280000000000009 -0.094679999999999986 -0.23029999999999998 -0.069794999999999982 -0.37626499999999991 0.043015000000000005 1.0000000180025095e-35 0.10508000000000002 0.10113500000000002 -0.036459999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.069910000000000014 0.10433000000000002 0.28122000000000008 0.084890000000000007 -0.10575999999999998 0.08400500000000001 0.088055000000000008 -0.10981499999999998 0.079395000000000007 0.12238000000000002 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 13 -6 -10 22 12 -12 14 15 -8 -13 -18 -19 20 28 -22 23 26 -25 -26 -11 -28 -17 -20
right_child=1 -3 -4 -5 5 6 7 -9 9 10 11 16 -14 -15 -16 19 17 18 29 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0010822475845854464 0.00097205857077734589 -0.0013161380629648125 -0.0011357733938343018 -0.0012541489954056339 -0.0010485700563437695 0.0013430105765167605 0.00088142731133834199 0.00095292371735933052 0.00072511968173175902 -0.00066748446014496877 -0.0012052363813812425 -0.00048106996478823133 0.00028316896872773424 -0.00091137157210144891 0.0012619286179139069 -0.00085873635056372283 0.0014171071360473192 -0.0007239121887184475 0.0013489877466907705 0.00054516663542118152 0.00080716493241333477 -0.00069953947022650096 -0.0011003301464966994 -0.0012305860792304953 0.00057211994480149664 -0.00099734995885029216 0.0010065999780823731 -6.1618945480327512e-05 2.3049970467866257e-05 0.00033368868580860013
leaf_weight=0.0016340637990090992 0.001821480400477026 0.0010559044520063168 0.0012793134500950756 0.0010401119014034057 0.0014397964400956189 0.0012067656608496504 0.0020322612398344661 0.0024392907737742489 0.0020999184811927229 0.0016829780943239392 0.0013414144596985986 0.0012493474884638376 0.0010701488729978337 0.0011547054239438017 0.0011636678810460497 0.0034836154423898424 0.0012885795611907854 0.0010620685857549725 0.0011580048667383389 0.0025634040342135131 0.0024649691251799055 0.0011190148352839824 0.0015982085995667203 0.0025469847114449867 0.0017442662073899884 0.0011649902050050454 0.0018285661846633109 0.002316198937009073 0.0018665335678528794 0.0036361833924871672
leaf_count=181 106 167 291 27 53 59 55 181 34 64 53 41 13 77 102 152 23 27 11 97 72 63 682 415 255 287 32 84 117 89
internal_value=0 1.69588e-05 4.46337e-05 7.50897e-05 0.000103571 6.9712e-05 0.000297954 0.000228992 -9.3703e-05 -4.03905e-05 -0.000108252 0.000177497 -0.000544746 0.000117568 0.000198428 0.000106959 0.00038499 0.000536429 0.000342649 -2.99333e-05 -0.000194942 0.000336732 -0.000347943 -0.000241378 -0.000604493 -5.63627e-05 9.8589e-05 0.000409652 -0.000551103 0.000578928
internal_weight=0 0.0519187 0.0508628 0.0495835 0.0485434 0.0467219 0.0194942 0.0182875 0.0272277 0.0257879 0.0236879 0.0108057 0.00241156 0.0158482 0.0146935 0.0135298 0.00839418 0.00714484 0.00585626 0.0114975 0.00893413 0.00358398 0.0128822 0.011284 0.00545624 0.00290926 0.00582774 0.00414477 0.00535015 0.00479419
internal_count=3910 3729 3562 3271 3244 3138 975 916 2163 2110 2076 257 66 735 658 556 191 150 127 501 404 135 1819 1137 957 542 180 116 269 100
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=31
num_cat=0
split_feature=52 1213 453 51 1 11 3 47 49 4 3 15 52 14 4 2 13 13 13 4 4 12 16 16 49 3 2 4 4 3
split_gain=0.000838002 0.000800801 0.000738381 0.00065687 0.00067377 0.000703691 0.000746675 0.000762804 0.000685874 0.000648924 0.000915412 0.000526026 0.000491969 0.000537874 0.000757024 0.000482273 0.000884325 0.00046341 0.000780431 0.000758903 0.000784352 0.000633447 0.00083521 0.000438502 0.00041026 0.000430672 0.000514773 0.000375119 0.000353375 0.000325896
threshold=-0.42985499999999993 -1.0000000180025095e-35 0.091855000000000006 -0.40274499999999996 0.10398500000000001 0.080455000000000013 -0.115685 0.09252500000000001 -0.084114999999999981 -0.51381999999999983 0.090325000000000003 -0.029114999999999999 -0.081429999999999989 -0.46879999999999994 0.50657000000000008 0.11085000000000002 0.049070000000000009 -0.084184999999999996 -0.083514999999999992 0.022820000000000003 -0.0021099999999999995 -1.0000000180025095e-35 0.066275000000000014 -0.094359999999999986 0.093425000000000022 0.11818000000000002 -0.13811499999999996 0.27223000000000003 0.074650000000000008 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 -10 17 -5 29 -14 24 16 -13 -11 -19 20 21 -20 -23 -12 25 26 -15 28 -28 -6
right_child=1 2 -4 4 12 -7 7 -9 9 10 23 15 13 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00089746414080576088 -0.00078503894836926891 -0.00072077610657864631 -0.0010411818302053562 0.0012351839478923787 0.0010817212475316368 -0.0010076906718063758 -0.00061489697557699015 -0.0011701689507678165 -0.00091721615541156827 -0.00066029936251933957 -9.4154675938789665e-06 0.00069085408628524216 -0.00065929891288558061 -0.00041441631909664112 0.0012938685001818693 0.00081445467646140538 -0.00075652564257307773 0.0010867855718844752 0.00073775247510342052 0.00060752063008290486 -0.0012888204582352698 -0.00087125821403211644 0.00051764197973291329 0.00082229235025096719 0.00062279475362112913 -0.00044641208644865995 0.00072865384315628232 0.00096203760611469739 -0.00010652285602798273 0.00020933035213169197
leaf_weight=0.0017135940509747085 0.0019703221018815267 0.0016495004976224683 0.0010030755376746461 0.0011308951019612934 0.0020330611649157495 0.001147334124022902 0.0028537271901649666 0.0010328838012629285 0.0010403116039974158 0.0019057639351880403 0.0014905524914397006 0.0013373465246768702 0.0011033891168956709 0.0016625877677802787 0.0011286639036930399 0.001600798928649283 0.0014976340759798035 0.0010549929469920701 0.0011354320692369396 0.0018756942161186618 0.0011629888104062406 0.0020797197590683393 0.0011120830005402205 0.0036807283600914795 0.0027450458161643052 0.0021980712454572338 0.0013197552170467457 0.0014851296221151111 0.0023713335432091753 0.0011068005945524817
leaf_count=353 584 94 42 36 93 69 136 138 26 371 31 45 46 30 148 11 48 39 36 111 129 782 49 67 81 90 83 66 37 39
internal_value=0 2.29255e-05 5.68362e-05 8.08097e-05 0.000110661 -1.61915e-05 2.75758e-05 -8.68948e-05 -2.91959e-05 7.18685e-05 0.000138262 0.000447584 0.000311354 0.000207652 0.000281745 0.000246787 -7.37526e-05 -8.42312e-05 4.61406e-05 -0.000102907 -0.000345619 -9.21245e-05 -0.00038734 0.000582564 0.000184787 5.17374e-05 0.000211848 0.000413003 0.000192096 0.000774204
internal_weight=0 0.0489156 0.0469453 0.0459422 0.0442927 0.0271389 0.0259916 0.0204249 0.019392 0.0165383 0.015498 0.00556667 0.0171538 0.014014 0.0129106 0.00443578 0.00283498 0.0103267 0.00842091 0.00736592 0.00549022 0.00432723 0.0031918 0.00517128 0.0117819 0.00903688 0.00683881 0.00517622 0.00369109 0.00313986
internal_count=3910 3557 2973 2931 2837 2124 2055 1915 1777 1641 1615 140 713 581 535 104 93 1517 1146 1107 996 867 831 98 387 306 216 186 120 132
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=31
num_cat=0
split_feature=403 1429 51 124 31 1374 2 453 16 16 3 484 1 15 15 15 0 0 15 3 3 1 2 4 16 12 13 15 3 16
split_gain=0.000638034 0.000612255 0.000578671 0.000734993 0.000673616 0.000531521 0.000585922 0.000759231 0.000732257 0.000549073 0.000523339 0.000398822 0.000419417 0.000659389 0.000636256 0.000562536 0.000471568 0.000892538 0.000601442 0.000540115 0.000795103 0.000504201 0.000419344 0.000408461 0.000377624 0.000418254 0.000348048 0.000398151 0.000339766 0.000318525
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.40274499999999996 0.51367000000000018 -1.0000000180025095e-35 0.090240000000000015 0.097940000000000013 1.0000000180025095e-35 -0.50585499999999983 -0.0078249999999999986 -0.057849999999999992 -0.0043499999999999988 0.13702500000000004 -0.11739999999999999 -0.106555 -0.095799999999999982 -0.10783 -0.089879999999999974 -0.03231499999999999 -0.015794999999999997 -0.073124999999999982 1.0000000180025095e-35 0.08400500000000001 0.0057500000000000008 0.15737500000000001 0.093125000000000013 -0.42334499999999992 -0.074174999999999977 -0.083144999999999983 -0.027569999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 -8 10 -10 -6 13 -13 -15 -16 21 -18 28 20 22 -17 -20 -23 -11 -26 -12 -28 -19 -24
right_child=-2 2 3 -5 5 -7 7 -9 9 24 26 12 -14 14 15 16 17 18 19 -21 -22 23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00095769029526490896 -0.001075842594504604 -0.00081712714693938163 0.0009204928004703124 0.0012319005372771197 -0.00095561211428331762 -0.00096300103706211499 0.0010025953491475407 -0.00095378758142653376 -0.00081475478768539109 0.00085350606049435158 -0.00062932176433427704 -0.00082053642513232232 0.00074884137069405107 0.00098793108454592045 -0.0008751203507682138 -0.00045040851460032634 -0.001280270573827257 0.0012281343341383052 -0.0009727625862617251 -0.0010860808059449513 0.0011047372823494164 0.0001709711880794631 0.00062225897484643187 0.0011619721185586642 -0.00031559986605481907 0.00064576707612406246 0.00068285091483382505 -0.00024267318840983697 9.6440906433083653e-05 -0.00037846633548707398
leaf_weight=0.0013033254672809571 0.001137448928308026 0.0015661991238933295 0.0016881125597054672 0.0010768513112680003 0.0011209115180380027 0.001137495646327479 0.002579652873806096 0.0010391413919563766 0.0016576306925704092 0.0028556979468274991 0.0010236625577928465 0.0024708062908613783 0.0011726015795594505 0.0011644699410791005 0.0017289259020422066 0.0011497235576847136 0.0013228293575769006 0.0010230430137452284 0.0013327415047512592 0.0012419846455280908 0.001001942257561339 0.0017787179091754979 0.0010494273471792692 0.0016224965554840765 0.001858960596019088 0.0018341785207676153 0.0023275424722665177 0.0016001883315039968 0.0011491730677185537 0.0017000844982231278
leaf_count=181 295 122 107 11 397 75 139 40 179 150 35 143 28 21 75 34 139 60 333 42 73 76 423 31 98 88 157 47 112 199
internal_value=0 7.17517e-06 3.55778e-05 6.68477e-05 3.67126e-05 -6.37629e-07 2.75711e-05 0.000228688 0.000306766 0.000170346 -0.000120099 -0.000125587 -8.10904e-05 -0.000130399 -3.16366e-05 -0.000105374 -1.27762e-05 -0.000188895 -1.90155e-05 -0.000241672 -3.53974e-05 0.0003673 -0.00031523 0.000643713 0.000463459 0.000161858 0.000112459 0.000305785 0.000629432 3.4882e-06
internal_weight=0 0.0455785 0.0442752 0.042709 0.0416321 0.039944 0.0388065 0.0167767 0.0157375 0.0131579 0.00660902 0.0220299 0.020909 0.0197364 0.0172656 0.0161011 0.0143722 0.00982123 0.0084984 0.00632618 0.0050842 0.00455094 0.00408225 0.00340121 0.00654884 0.00369314 0.00495139 0.00392773 0.00217222 0.00274951
internal_count=3910 3615 3434 3312 3301 3194 3119 933 893 754 418 2186 1789 1761 1618 1597 1522 1381 1242 1070 1028 141 955 107 336 186 239 204 172 622
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=19
num_cat=0
split_feature=453 4 2 158 16 403 49 50 43 42 52 2 3 42 15 457 2 43
split_gain=0.00021046 0.000241429 0.00029125 0.000237834 0.000230124 0.000162191 0.000143942 0.000140429 0.000172295 0.000462718 0.000376693 0.000514074 0.000246973 0.000327006 0.000205645 0.000426736 0.000456434 0.00025053
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.084965000000000027 -0.15595499999999998 -1.0000000180025095e-35 0.11115500000000002 0.084340000000000012 -0.074254999999999988 -0.10770999999999999 -0.087094999999999992 0.11339500000000001 -0.075954999999999981 0.086700000000000013 -0.095799999999999982 0.088175000000000017 0.10113500000000002 0.070805000000000021
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 5 -4 -1 7 8 9 -7 -10 14 13 -11 -12 16 17 -16
right_child=-2 2 4 -5 -6 6 -8 -9 10 12 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0016184232606266836 -0.0019447551934560006 -0.00053288240762245677 0.0031491768327173821 -0.0020377577639289933 0.00040466909340087278 -0.0019449641510567435 0.0014738793539100657 -0.0015459142895912618 -0.0024284038435245158 0.0018601494337458755 -0.00097467978695150569 -0.0024071637132722971 0.002419614519471027 -0.00085931846913617075 0.0002006318736556556 0.0034895771718703077 -0.0020813481724139098 0.0027811593410356108
leaf_weight=0.0011238425095541965 0.0010399826877180987 0.0013626077998903918 0.0013977641721197587 0.0011707548289860972 0.0010069502529653765 0.0011006179738431987 0.0013430568781661037 0.0010747892429597413 0.0013528520736332218 0.0016457065894864842 0.0012921526593380151 0.0013257541515106774 0.0019362968212829302 0.0017456328344975791 0.0018185742133727395 0.0010354332519675324 0.0010905023943528214 0.0011939615535595249
leaf_count=822 99 68 236 343 100 59 188 461 249 227 107 80 181 204 322 26 46 92
internal_value=0 6.64179e-05 0.00108384 -0.000122865 0.00199994 -5.3613e-06 9.56019e-05 -1.58281e-05 9.0014e-05 0.000638686 -0.000297176 7.45487e-05 0.00117243 0.000460351 0.000586185 0.00097869 0.000345048 0.00122338
internal_weight=0 0.0240173 0.00376732 0.0202499 0.00240471 0.0190792 0.0179553 0.0166123 0.0155375 0.00642825 0.00910923 0.00775638 0.00532764 0.00339134 0.00643062 0.00513847 0.00410304 0.00301254
internal_count=3910 3811 404 3407 336 3064 2242 2054 1593 671 922 673 612 431 593 486 460 414
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=31
num_cat=0
split_feature=403 1429 1374 1374 150 403 484 3 46 15 51 39 47 52 15 9 42 151 47 47 52 4 151 12 4 16 4 4 151 151
split_gain=0.00069137 0.000694064 0.000544636 0.000531799 0.000553108 0.000612602 0.000603472 0.000560605 0.000493574 0.000554445 0.000521695 0.000488129 0.000851614 0.000727317 0.000842107 0.000637462 0.000561164 0.000666853 0.000504015 0.000534781 0.00045173 0.000407611 0.000834183 0.000339788 0.000425082 0.000692847 0.00045515 0.000335193 0.000331853 0.000362463
threshold=0.096520000000000009 -1.0000000180025095e-35 0.090240000000000015 -0.094679999999999986 0.08486500000000001 -0.088854999999999976 -0.083374999999999991 -0.057849999999999992 0.084955000000000017 -0.23821499999999998 0.10589500000000002 0.13419 0.13206500000000002 0.11401500000000002 -0.008624999999999999 0.037245000000000007 -0.10770999999999999 -1.0000000180025095e-35 0.10783500000000001 0.09252500000000001 -0.16207999999999997 -1.0000000180025095e-35 -0.086769999999999986 -1.0000000180025095e-35 0.05309500000000001 0.011450000000000002 -0.49837999999999999 0.0057500000000000008 -0.084129999999999996 0.12566000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 28 9 10 -8 12 13 15 -15 16 -11 21 19 20 -19 22 -18 -22 25 -25 -27 -9 -6 -30
right_child=-2 2 -4 4 7 6 8 27 -10 11 -12 -13 -14 14 -16 -17 17 18 -20 -21 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00082135138082969732 -0.00092414349593190588 -0.00055473534742760881 -0.00075776806426049224 -0.00083044143440890838 -0.00047726038891254965 -0.00084755631659116243 0.00095537403224259297 0.00032541003136005728 -0.00058648073236177193 -0.00062819548133316648 -8.6785984153913925e-05 0.0006960886666537412 -0.00094131449145670027 0.00028020353343940823 -0.0010424289522878774 -0.00076551525724066858 0.00062549573984888788 -0.00032424737448976098 0.00082696746292992189 -0.00056429775944955571 0.00085681744276149279 -0.00083170447773855212 -0.00077602075543263484 -0.00019909411454107284 0.00069207107410399979 -5.4985103992982624e-05 0.00079456842705178797 0.0010535168964045107 0.00067085291293964857 -0.00022962964923793148
leaf_weight=0.0013645307145924148 0.0011341100938532236 0.0019200349348231774 0.0011823007547677724 0.0011386385323595141 0.0011249913231523578 0.0010119228263182336 0.0018853466720189496 0.0016461386660036039 0.0014940443294477737 0.0011337319585675845 0.001014250342098677 0.0015303383260913952 0.0012184474232448386 0.0011090918498645186 0.0016354917074922195 0.0010390472349968141 0.0013646968787677238 0.0014321724900654377 0.0022847742482596791 0.0010650290314664366 0.001703077199298071 0.0011148097390503145 0.0010180023367666324 0.0038553084214337889 0.0027022634651572286 0.0013163400515949775 0.0025297000085373611 0.0018365561279467535 0.0014453115733941146 0.0010666199686752975
leaf_count=181 295 68 77 501 50 267 214 100 42 133 21 23 42 145 218 67 87 187 60 50 82 48 70 534 77 27 53 83 88 20
internal_value=0 1.8782e-06 2.6942e-05 4.82033e-05 7.59543e-05 1.47488e-05 4.35123e-05 0.000373372 7.13029e-05 0.000103054 0.000590837 5.26349e-05 1.55072e-05 6.15812e-05 -0.00050795 0.000130872 0.000174152 0.000218773 0.000315213 0.000235149 0.000298037 -0.00024691 2.67013e-05 0.00037165 0.000292228 0.000151931 0.000503801 0.000709368 5.16233e-05 0.000288489
internal_weight=0 0.046183 0.0448185 0.0436362 0.0417161 0.0345965 0.0334579 0.00711962 0.032446 0.0309519 0.0028996 0.0280523 0.026522 0.0253035 0.00274458 0.022559 0.0215199 0.0203862 0.0168887 0.0146039 0.0135389 0.00349751 0.0023827 0.0121067 0.0104036 0.00770135 0.00384604 0.00348269 0.00363692 0.00251193
internal_count=3910 3615 3434 3357 3289 2948 2447 341 2180 2138 235 1903 1880 1838 363 1475 1408 1275 1070 1010 960 205 157 773 691 614 80 183 158 108
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=31
num_cat=0
split_feature=1429 403 453 4 480 1374 403 51 1 14 43 123 42 105 9 3 50 159 158 52 1375 2 12 47 12 4 13 15 42 12
split_gain=0.000731042 0.000745735 0.000778903 0.000813451 0.000956718 0.000657804 0.000673437 0.000669267 0.000832584 0.000943096 0.000682677 0.000696129 0.000611178 0.000561528 0.00082958 0.000461977 0.000449036 0.000422909 0.000647532 0.000442257 0.000498977 0.000434675 0.00052588 0.000745635 0.00042073 0.000459455 0.000396469 0.000354125 0.000231938 0.000240127
threshold=-1.0000000180025095e-35 0.096520000000000009 0.091855000000000006 0.51060500000000009 0.086640000000000009 0.090240000000000015 -0.092224999999999988 -0.40274499999999996 0.13662500000000002 0.077685000000000018 0.24789500000000006 0.088610000000000008 -0.10770999999999999 0.078475000000000017 -0.016839999999999997 0.11265500000000002 0.086465000000000014 -0.026594999999999997 0.085745000000000002 0.11401500000000002 -0.43271999999999994 0.091985000000000011 0.097345000000000015 1.0000000180025095e-35 0.084100000000000022 -0.017449999999999997 -0.034809999999999987 0.10043500000000001 0.092145000000000019 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 11 12 -9 14 -14 -10 17 -16 19 20 -19 22 23 24 25 -22 -26 28 29 -23
right_child=1 -3 -4 -5 -6 -7 7 8 15 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010787122919781612 -0.0010480313289165206 -0.0011096184311424841 -0.0012042396452694431 0.0013335000587685745 -0.001183753588229527 -0.0010599525017156552 -0.00073508236096878879 -0.00081876024680530815 0.0013645923496577348 -0.0011679430949981544 -0.00092588476483909481 0.0011281485834752499 0.0014286857640744826 -0.00080368830405859741 0.0010222403881156347 0.00023179579887786962 -0.0005265675241289164 -0.00058580597196624361 -0.0008346036746548673 -0.0005016561884153602 0.00094952875576341338 0.00052643670651939423 0.00084799332165638578 -0.00085133645694259819 -0.00073573492333282831 -2.8361190417970303e-05 0.00042311346279217554 -0.00021771628117673458 0.00015629250502737426 0.0010488473607652305
leaf_weight=0.0013085744237301125 0.0010165741127873265 0.001194425523054792 0.001012625579097203 0.0010042823064304587 0.00127882153956027 0.001023508497230984 0.0017447438386595229 0.0012922520502746107 0.0017510558670654755 0.0011446909441730204 0.0011594968398382912 0.0015354169408223753 0.0011210616020749234 0.0011264672721722482 0.0012825217091727561 0.0012651001422387953 0.001742364727828404 0.0012514582327405313 0.0012171314585288631 0.0015495567528376322 0.0021076055833333385 0.0040718901644085648 0.0017263746331250837 0.0017324717985860438 0.0014548760935353365 0.0018324336303452426 0.0010277811665881965 0.0010798579221074087 0.0016010092587688263 0.0032101891531084448
leaf_count=181 424 295 45 162 216 64 94 125 50 94 157 76 45 24 95 61 307 18 165 98 51 181 25 109 226 110 189 44 61 118
internal_value=0 4.08817e-06 3.40731e-05 6.29985e-05 3.28677e-05 7.07523e-05 9.96524e-05 0.000129547 0.000170009 0.000106684 0.000150735 0.000189791 0.000142439 0.000185072 0.000224839 0.000889451 0.000174645 0.000223234 0.00018029 0.000234838 0.000288935 0.000344099 0.000131838 -1.97653e-05 0.000204544 0.000494732 -0.00025599 0.000554626 0.000648515 0.000756733
internal_weight=0 0.045558 0.0443636 0.043351 0.0423467 0.0410679 0.0400444 0.0390278 0.0372831 0.0342669 0.0331222 0.0319627 0.0304273 0.0291351 0.0280086 0.00301616 0.0268875 0.0251452 0.0238626 0.0226455 0.0210959 0.0198445 0.00988154 0.00815517 0.0064227 0.00394004 0.00248266 0.00996295 0.00888309 0.00728208
internal_count=3910 3729 3434 3389 3227 3011 2947 2523 2429 2318 2224 2067 1991 1866 1842 111 1797 1490 1395 1230 1132 1114 710 685 576 161 415 404 360 299
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=31
num_cat=0
split_feature=453 1429 403 4 480 457 457 403 51 1 14 11 3 4 13 16 2 13 15 160 52 15 34 52 457 150 3 16 133 49
split_gain=0.000790584 0.000761228 0.000736837 0.000607667 0.000670265 0.000603761 0.000782107 0.000660069 0.000623257 0.000706996 0.0010559 0.000706117 0.000538113 0.000486377 0.000513543 0.000541936 0.000658599 0.000686664 0.000733437 0.00047857 0.000469227 0.000672644 0.000498054 0.000428234 0.000425329 0.000384968 0.00037481 0.000354066 0.000268213 0.000525936
threshold=0.096095000000000014 -1.0000000180025095e-35 0.096520000000000009 0.50657000000000008 0.08598500000000002 -0.15747999999999998 -0.0034949999999999994 -0.088854999999999976 -0.40274499999999996 0.13662500000000002 0.077685000000000018 0.088315000000000018 0.11265500000000002 0.41171000000000008 -0.5337599999999999 -0.010344999999999998 0.097360000000000016 -0.028919999999999998 -0.063364999999999991 -0.081299999999999983 0.098910000000000012 -0.09547499999999999 -0.085789999999999991 -0.12272499999999999 0.41137000000000007 0.083205000000000015 -0.015794999999999997 -0.092424999999999993 -1.0000000180025095e-35 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 13 -11 14 -10 20 17 18 -17 -19 22 -22 -16 -18 25 28 -21 -27 -24 -30
right_child=-2 2 -4 -5 -6 6 7 8 9 12 -12 -13 -14 -15 15 16 23 19 -20 26 21 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0010391064367568934 -0.0012429608239400683 0.00098134359442985731 -0.0010626900309702698 0.0010860775462324835 -0.0010835702451088105 -0.00091156574025079613 -0.00092525494451039625 -0.00075706450647816475 -0.00077946242740545833 0.0013272024451792602 -0.0011703628535210246 -0.00071892618696523555 0.00011786670369558855 0.0010115163667234733 -0.00082632558717883728 0.0002459610226062051 0.00025306955904067657 0.0011594239787382204 -0.0012617769184307837 0.00057181152330850404 0.000296564054558885 -0.0012003875674222566 -0.00048115240160871551 0.0010760763213703358 -0.00051595806978708319 0.0012732887931735225 -0.0005312170723235927 0.00018810900537178659 -0.00060418711865541563 0.00041710344871869647
leaf_weight=0.0013212499933877844 0.0010114519035369076 0.0013756351225069343 0.001159135162034918 0.0011211979725270762 0.0010132966487956243 0.0016321774376062406 0.0012445013427552212 0.0015531866843154765 0.0011150396781935959 0.0016759672630470282 0.0012533814455730754 0.0017714362716958467 0.0012668798497443845 0.0013524991233273545 0.0010030725546243966 0.0013688136201834844 0.0019415646549951759 0.0013472567911430033 0.0011763475910593346 0.0014896237422854508 0.0010397061354937565 0.001356624190137933 0.0011277384413835041 0.0034296373295308324 0.0014366707969202261 0.0013274358942609865 0.0010161462697731022 0.0010606457916981791 0.0011787085153649457 0.0061354196728977527
leaf_count=181 36 43 294 192 221 222 467 94 17 41 93 63 53 67 16 97 111 32 201 92 63 245 377 97 26 43 55 67 47 257
internal_value=0 8.51323e-06 3.92932e-05 6.84493e-05 4.17223e-05 6.90822e-05 3.79426e-05 7.80211e-05 0.000111384 0.000148988 9.02161e-05 0.000140098 0.00080659 0.000190986 0.000152116 0.000189978 0.000417041 0.000113535 -0.0004509 0.000486379 1.93919e-05 -0.000550899 0.000122379 0.000778579 0.000199957 0.000294928 0.000124509 0.000791316 0.000154507 0.000252517
internal_weight=0 0.046291 0.0449697 0.0438106 0.0426894 0.0416761 0.0403005 0.0386683 0.0374238 0.0358706 0.0329278 0.0316744 0.00294285 0.029903 0.0285505 0.0274354 0.0117694 0.00639819 0.00254516 0.00385303 0.015666 0.00239633 0.0132697 0.0053712 0.0122666 0.0108299 0.00250577 0.00238808 0.00844187 0.00731413
internal_count=3910 3874 3693 3399 3207 2986 2943 2721 2254 2160 2066 1973 94 1910 1843 1826 685 477 298 179 1141 308 833 208 817 791 147 110 681 304
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=20
num_cat=0
split_feature=1374 150 160 484 41 1429 156 1 42 43 52 42 4 16 48 47 43 4 42
split_gain=0.000216616 0.000221648 0.000257934 0.000254014 0.000182363 0.000243424 0.000215038 0.000204593 0.000285298 0.00032342 0.000315698 0.000374969 0.000150993 0.000146292 0.000140861 0.000264572 0.000230383 0.000132324 0.000102123
threshold=-0.094679999999999986 0.08486500000000001 0.069910000000000014 -0.0043499999999999988 0.078150000000000011 0.079110000000000014 0.084330000000000016 0.10521500000000002 -1.0000000180025095e-35 -0.083684999999999996 0.11401500000000002 0.083815000000000014 -0.00027999999999999998 -0.035699999999999989 0.10911000000000001 0.084155000000000021 -0.074254999999999988 0.26450500000000005 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 17 -2 5 6 7 8 -5 18 11 12 13 -11 15 -9 -17 -3 -10
right_child=1 2 -4 4 -6 -7 -8 14 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0020016981825142503 -0.0019560696434541233 -0.0010170541083220843 0.0022208789674070884 -0.0024789069250274538 -0.0015672411819586511 0.0020685876118837075 -0.001852100618713579 0.0018383106549084178 0.0024531183149922912 -5.9897436876925586e-05 -0.0027528937521446801 -0.0024293791172106142 -0.00056734558744658879 0.0019913208022148072 0.0021230063403120569 0.00063320651433618072 -0.0019423314793366566 0.00098191090259492947 0.00053224029509672843
leaf_weight=0.0010119965853130344 0.001359952945589534 0.0011751015854054572 0.0018132015389191736 0.0010001369727037088 0.0013169651542850316 0.0011494424317838306 0.0011361443457873757 0.0016083752500713486 0.0010393596667672674 0.0011610971006454918 0.0010035724390511924 0.001048574616382969 0.0016302102695533475 0.0015624644662111109 0.0011912526054516231 0.0016705413594948482 0.0011058003661545968 0.0013788009956002822 0.0010824695992139866
leaf_count=68 583 204 86 769 157 167 258 265 88 47 220 497 69 50 88 43 46 101 104
internal_value=0 6.48289e-05 0.000958443 -0.000129651 3.12933e-06 0.000122059 -1.57132e-05 0.000122424 -0.000267281 -7.90112e-06 -0.000498474 -7.96796e-05 0.000486229 0.00111685 0.000788329 0.00042572 -0.000392615 6.21472e-05 0.00147317
internal_weight=0 0.0244335 0.0043671 0.0200664 0.0187064 0.0173894 0.01624 0.0151039 0.00952789 0.00852775 0.00640592 0.00540235 0.00435377 0.00272356 0.00557597 0.00438472 0.00277634 0.0025539 0.00212183
internal_count=3910 3842 391 3451 2868 2711 2544 2286 1844 1075 883 663 166 97 442 354 89 305 192
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=156 453 403 31 2 484 133 1374 0 0 3 16 11 42 2 160 16 1 12 2 43 0 1 46 483 0 15 3 52 12
split_gain=0.000987562 0.000884689 0.00088474 0.000660671 0.000664788 0.000663117 0.000645419 0.000688142 0.00105135 0.000575592 0.00079987 0.000559626 0.000688019 0.000558059 0.000591971 0.000531762 0.000479577 0.000603702 0.000608345 0.000464621 0.000522517 0.000450664 0.000614483 0.00044658 0.000529658 0.000439977 0.000428629 0.000398614 0.000377921 0.000564694
threshold=-1.0000000180025095e-35 0.096095000000000014 0.096520000000000009 -1.0000000180025095e-35 0.097940000000000013 -0.0043499999999999988 0.088850000000000026 -0.094679999999999986 -0.23029999999999998 -0.073129999999999987 0.082730000000000012 -0.54165499999999989 1.0000000180025095e-35 0.10508000000000002 0.10113500000000002 0.069910000000000014 -0.15168999999999996 0.09112000000000002 0.085325000000000012 0.11260500000000001 -0.0086649999999999974 0.10302000000000001 0.10786000000000001 0.092020000000000005 0.089065000000000019 0.12500000000000003 -0.11739999999999999 0.11818000000000002 -0.27466499999999994 0.097955000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 25 -6 13 14 -13 19 26 18 -18 20 -16 22 -21 24 -24 28 -10 -17 -11 -30
right_child=1 -3 -4 4 11 6 -8 8 9 10 -12 12 -14 -15 15 27 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015158213318059606 0.00097765385532323258 -0.0013529787660988778 -0.0012078748973887135 -0.0011645929089596566 0.0013495125004954385 -0.0011010007427321035 -0.0011747051244613217 0.0011658764242202277 -0.00069573126407818315 -0.00028061254730534088 -0.00081428871522880189 0.00092416140271482238 -0.00089786401868968972 0.0013112931679021972 0.00017884004801629712 0.0010946539594009924 9.8440411753041171e-06 -0.0013433791070720544 -0.0012587409389262652 -0.00097600698483204498 -0.0010783449653438135 0.00098535999250143271 0.0010661210887262938 -0.00056083997320562832 -0.0002864346731094226 -0.00048907853327475302 0.00040410085269926798 -4.8524754699007141e-06 0.00103951561074684 4.2244382456569043e-05
leaf_weight=0.0010117267786400866 0.0017479207887227668 0.0010893246437717599 0.0012925616784598961 0.0013478400379356983 0.0010030450058517984 0.0012717650877505085 0.0011620088658182972 0.0017699919181097734 0.0011116917929632208 0.0010637523504897226 0.0014517343430306981 0.002169447143492099 0.001250541947074967 0.0011002052869736314 0.0012544950122928 0.0017374878289289084 0.0037732177816284795 0.0016448815169458619 0.0011281663083502202 0.0012785716994292429 0.0019251774287873946 0.001151097929680045 0.001763383664886542 0.0011596401494671227 0.0010680844581507642 0.0010830829618413418 0.0030413248708249727 0.0013431843970996837 0.0038530559091754088 0.0019722014706644586
leaf_count=197 109 36 291 410 59 40 450 31 37 33 44 74 104 133 85 106 292 155 545 128 67 18 138 23 46 27 89 31 69 43
internal_value=0 -2.58522e-06 2.87667e-05 6.37993e-05 2.7396e-05 -0.000129704 -7.23653e-05 -1.70691e-05 4.58962e-05 -5.26152e-05 0.000220535 0.000248963 0.000184788 0.000269668 0.000192499 6.73285e-05 -0.000293203 -0.000548805 -0.00028215 -0.000108498 -0.00058234 0.000126156 -6.15262e-05 0.000231432 0.000555911 0.000408978 0.000109695 0.000615265 0.00055017 0.000701879
internal_weight=0 0.0480089 0.0469196 0.045627 0.0438791 0.0256747 0.0243269 0.0231649 0.0218931 0.0201231 0.00942383 0.0182044 0.0172013 0.0159508 0.0148506 0.0126811 0.0106993 0.00654627 0.00490138 0.00960045 0.00317967 0.00642078 0.00526968 0.00399111 0.00283147 0.00797209 0.00415302 0.00308067 0.00688901 0.00582526
internal_count=3910 3713 3677 3386 3277 2265 1855 1405 1365 1334 216 1012 953 849 716 642 1118 992 837 505 152 353 335 207 184 172 126 137 145 112
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=20
num_cat=0
split_feature=453 4 2 11 16 3 9 2 12 47 0 43 43 47 4 16 16 4 4
split_gain=0.000188154 0.000209453 0.000263996 0.000229774 0.000194675 0.000181916 0.000185678 0.000213296 0.000299634 0.000270335 0.00031653 0.000247083 0.000231483 0.000172006 0.00016179 0.000240122 0.000309583 0.000254522 0.00014446
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.077165000000000025 -0.15595499999999998 -0.15464999999999998 -1.0000000180025095e-35 0.086875000000000022 0.10058500000000002 0.10783500000000001 -0.11287999999999999 -0.078844999999999985 0.0033500000000000005 0.13206500000000002 -0.16401499999999997 -0.0060199999999999993 0.10994000000000002 0.0057500000000000008 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 -7 9 12 10 -8 -12 14 -11 -9 17 -17 -16 -19
right_child=-2 2 4 -5 -6 6 7 8 -10 13 11 -13 -14 -15 15 16 -18 18 -20
leaf_value=0.0015130183555288376 -0.0018342397024292815 -0.00050154116274074686 0.0029618271140744441 -0.0020427603752336851 0.00045248653316242159 0.0016384295783048585 0.00012666393933821906 -0.001208687993343028 -0.0019930385149263927 0.0016047905615405055 -0.0013601275810019816 -0.0040805569782830231 0.0019065499197218642 -0.00086924370027551771 -0.0016307183839905268 0.0032695844967385252 2.4962755776065652e-05 0.0017901145566001713 -0.00031991536347570617
leaf_weight=0.0014059952981213498 0.0010466569441152087 0.0014135845808544989 0.0013739315757114456 0.0011193288652021618 0.0010411111306609646 0.0010789373502659841 0.0014450941610193446 0.0014924192886185371 0.0011221533979474891 0.0010923443104831065 0.0016542418023873101 0.0010428024665037712 0.0016177274921922455 0.001061555795581981 0.0015600904629771116 0.0010544284084776437 0.001209703594430539 0.0011203440750133797 0.0013963525723375558
leaf_count=49 99 68 236 212 100 58 78 122 312 90 361 808 236 29 478 180 181 37 176
internal_value=0 6.10851e-05 0.00100074 -0.000114634 0.00188006 -3.1231e-06 -0.000121892 -0.00023448 0.000145312 -0.000872282 -0.0015263 -0.00241197 0.000399205 0.000385456 8.79105e-05 0.000393082 0.00153601 -0.00024167 0.000619395
internal_weight=0 0.0243021 0.00382863 0.0204735 0.00241504 0.0193542 0.0179482 0.0168693 0.0105732 0.00629604 0.00414214 0.00269704 0.00945107 0.0021539 0.00783334 0.00634092 0.00226413 0.00407679 0.0025167
internal_count=3910 3811 404 3407 336 3195 3146 3088 1722 1366 1247 1169 1410 119 1174 1052 361 691 213
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=31
num_cat=0
split_feature=52 403 1374 151 1456 1374 0 1 148 49 403 11 3 49 52 42 124 12 16 4 15 1 40 13 3 16 1 12 4 1
split_gain=0.000664954 0.000586259 0.000554372 0.000568182 0.000533352 0.000507866 0.000570924 0.000535976 0.000678875 0.000461636 0.00042126 0.000486264 0.000667809 0.000680584 0.000642816 0.000530532 0.000505139 0.000425506 0.000474345 0.000479515 0.00041066 0.000404838 0.000710106 0.000505848 0.000435066 0.00038799 0.000377925 0.000325546 0.00031179 0.00030109
threshold=-0.42985499999999993 0.10020000000000001 0.090240000000000015 -0.40391999999999995 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11327500000000001 -0.082084999999999977 -0.029304999999999998 -0.088854999999999976 0.080705000000000013 -0.115685 -0.085174999999999987 0.11401500000000002 -0.090359999999999982 -0.027784999999999997 0.090840000000000018 0.022165000000000004 -0.0065549999999999992 -1.0000000180025095e-35 0.13304000000000002 1.0000000180025095e-35 0.0043150000000000003 0.13772500000000001 -0.035699999999999989 0.087545000000000026 0.098355000000000012 0.05309500000000001 0.12293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 12 20 -14 15 -15 -17 18 19 26 -12 24 23 -23 29 -22 -18 -19 -21 -11
right_child=1 -3 -4 4 5 6 7 9 10 21 11 -13 13 14 -16 16 17 27 -20 28 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010428597041259933 -0.00095726870978750454 -0.0011020849077963705 -0.00097278991648108563 -0.00071449540264594805 -0.00068691642571030889 0.00087175229574276095 -0.0011929433579491121 0.0010745144345154459 -0.00081396651535090285 0.00050780722643737198 0.0015119541273137911 -0.00066453005030414776 -0.0007972832855257082 -0.00080818812034646364 -0.00084093340290938574 0.0011225512051731359 6.6235748501734516e-05 0.00093622169243000081 -0.00091443636539933907 -0.00079094107729819137 -0.00011105224420544378 2.1254528153242319e-05 0.00088707824040595916 -0.001432031727788023 -0.00027426291415008977 0.00091593189359913049 0.0013338168566594262 -2.6418046305201477e-07 0.00029865206367057332 0.0015134244358530368
leaf_weight=0.0014393569644717266 0.0012180981855927078 0.0010762630926452179 0.0012231661152748421 0.0017745943031144953 0.0016506532886992878 0.0027175291938563639 0.0010636145388698273 0.0021602703356271569 0.0012234215665170014 0.0018690142116066788 0.0011261089019973802 0.0017524519774578797 0.0020521927138426035 0.001012322428030372 0.0013933722740806518 0.0017572184322824933 0.0011272583859384044 0.0026005237763468969 0.0011826088910771304 0.0013476304352774389 0.0016390399402084199 0.0013129837799742139 0.0011171351012098096 0.0010151136448013354 0.0010269514712213379 0.0018970815385461635 0.0011216552504773603 0.0013468196939602217 0.0011751732890719069 0.0011493183631050563
leaf_count=353 66 270 73 315 55 70 61 108 484 87 42 85 116 157 248 107 279 148 67 136 40 129 33 36 31 38 75 102 52 47
internal_value=0 2.4987e-05 5.3162e-05 8.31621e-05 0.000114368 0.000152241 0.00018949 0.000135701 1.54807e-05 0.000444866 6.95874e-05 0.000117563 0.000183523 3.44497e-05 0.00015581 0.000265415 0.000358634 0.000223064 -3.78887e-05 0.000179352 0.000698851 0.000263275 -0.000126198 -0.000612418 0.000594977 0.000439911 0.000698447 0.000616696 -0.000283386 0.000890725
internal_weight=0 0.0441296 0.0430533 0.0418302 0.0406121 0.0388375 0.0371868 0.0344693 0.0248185 0.00965079 0.0237549 0.0225315 0.020779 0.0161168 0.0140646 0.0126712 0.0116589 0.00990167 0.00595433 0.00477172 0.00466223 0.00749052 0.00344523 0.0023281 0.00404528 0.00353612 0.00224891 0.00394734 0.0025228 0.00301833
internal_count=3910 3557 3287 3214 3148 2833 2778 2708 2237 471 2176 1692 1607 1487 1371 1123 966 859 609 542 120 363 198 165 165 78 354 250 188 134
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=21
num_cat=0
split_feature=1374 124 47 50 1 12 0 133 14 159 42 1 13 43 151 4 13 16 15 12
split_gain=0.000199095 0.0001787 0.000198986 0.000231915 0.000285191 0.000372672 0.000237808 0.00020999 0.000197363 0.000188127 0.000336108 0.000173644 0.000178853 0.000205878 0.000277821 0.000283416 0.000169 0.000145967 0.000120276 0.000101604
threshold=-0.094679999999999986 0.10385500000000002 0.13177500000000003 0.10119500000000002 0.077800000000000022 0.098845000000000016 -0.070894999999999986 0.083815000000000014 0.073890000000000011 -0.026594999999999997 0.097535000000000011 0.09112000000000002 -0.088854999999999976 -0.083684999999999996 -0.083919999999999981 0.28937500000000005 0.11596500000000001 -0.077034999999999978 -0.063364999999999991 0.091405000000000014
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 -6 11 17 -13 -14 -15 18 19 -11 -16 -8
right_child=1 -3 -4 -5 8 -7 16 -9 -10 10 -12 12 13 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0018490830019689043 -0.0022957540082498202 0.0016342103556510807 -0.0018450196236636642 -0.0019064299195368447 0.0021161378021464215 -0.0028584601981409084 -0.0011445825694858457 0.00010862273956806174 -0.0012254071235038202 0.0024083275848905731 0.0027234192475960495 0.001015530032234313 0.0012054050779838031 -0.0027957171624079791 -0.000224067443770097 0.0015458431169643621 0.0015951711525033852 0.00031648613872174236 -0.0020788308316375954 0.00065016889215108761
leaf_weight=0.0010059781945859205 0.0013110095893931637 0.0012138036795263365 0.0010130815896252079 0.0010106727066351842 0.0014073756425264658 0.0010273239077714311 0.0010653187927555131 0.001261509314957332 0.0010577344345641402 0.0010490191559116013 0.001071060730582247 0.001995520630193484 0.0010752509983377205 0.0010035745096601571 0.001374584355179123 0.0010496412979699166 0.0015735559175880098 0.0013504159641374858 0.0011254301561110409 0.0011729555504265132
leaf_count=68 781 48 77 433 125 279 55 528 90 130 158 219 152 51 108 104 33 179 200 92
internal_value=0 6.09872e-05 -2.20561e-05 6.19588e-05 0.000156822 -0.000506758 -0.000128339 -0.0011167 0.000519534 0.000667167 0.00048336 0.000243997 -6.66427e-05 -0.000450316 -0.000841317 -0.00028876 0.000538682 0.00123103 -0.00105903 -0.000204053
internal_weight=0 0.0242088 0.022995 0.021982 0.0209713 0.00741167 0.00638435 0.00257252 0.0135596 0.0125019 0.0110945 0.0100234 0.007624 0.00562848 0.00455323 0.00354966 0.00381183 0.00239944 0.00250001 0.00223827
internal_count=3910 3842 3794 3717 3284 1768 1489 1309 1516 1426 1301 1143 834 615 463 412 180 309 308 147
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=31
num_cat=0
split_feature=158 1429 403 403 159 1374 156 1374 38 453 0 124 43 1 51 41 39 42 160 4 133 49 49 9 3 42 4 52 16 50
split_gain=0.000856868 0.000726154 0.000758506 0.000581302 0.000629659 0.000562631 0.000542032 0.000470763 0.00050648 0.000567271 0.000637434 0.000480968 0.000528793 0.000429542 0.000447217 0.000388633 0.000479495 0.00107129 0.000521956 0.000424973 0.000408175 0.000581789 0.000554877 0.0013697 0.000498212 0.000391877 0.000575203 0.000388807 0.000416899 0.000373756
threshold=0.11034000000000001 -1.0000000180025095e-35 0.10020000000000001 -0.088854999999999976 0.088320000000000023 0.090240000000000015 0.085790000000000019 -0.095439999999999983 0.084445000000000006 1.0000000180025095e-35 -0.230625 -0.048219999999999992 -0.080894999999999981 0.10339500000000001 -0.025709999999999997 0.082980000000000012 0.12371500000000002 -0.10770999999999999 -1.0000000180025095e-35 -0.51381999999999983 -1.0000000180025095e-35 -0.085974999999999982 -0.029304999999999998 0.083710000000000021 -0.085834999999999981 0.09901500000000002 0.17888000000000001 0.071660000000000015 -0.057604999999999996 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 -1 3 -3 5 6 7 -5 9 10 -9 12 -12 14 -6 16 17 -13 29 -20 -21 24 -23 25 -22 26 27 28 -24 -19
right_child=-2 2 -4 4 13 -7 -8 8 -10 -11 11 15 -14 -15 -16 -17 -18 18 19 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095842202642265205 -0.0012516816272028079 -0.00081294371450332695 -0.0010597474694909533 -0.00060155261500343109 0.00099112086669009497 -0.0008968454056539725 -0.00069034062213651007 0.00096597831419578976 -0.00050827137611404261 -0.00063446051719918462 0.00018212844243179361 -0.0011382267091519984 0.0012635799510735859 0.001242016503697343 -0.00014388212044662827 -0.00056023948133845393 0.00097214334272103348 1.8494461480630313e-05 -0.00055959563328859731 -0.00039619520363894036 0.00032142797760345711 0.0010414396996132158 -0.00058047121355157512 -0.0010378463742098552 -0.00086025780633652751 -0.00029908139595961994 0.0013348685916935111 0.00070368494454790831 0.0004267860545197261 -0.00096262990034572213
leaf_weight=0.0013824718414801032 0.0010078565036010225 0.0013423205469076374 0.0011249855281284795 0.0016672168580100779 0.0010207086983653468 0.0011397828469297258 0.0016556216964322959 0.0019020472929795916 0.0021113081130623703 0.0015073286401836574 0.0019280100687524282 0.0012038157155703768 0.0014240611090337021 0.001275100929505335 0.0016383219253286443 0.0015214319780447729 0.0011955309601603395 0.0018299546515204148 0.0011114688263660208 0.001412498046860943 0.001393606047106033 0.0024996139809161386 0.0011153182104646081 0.001170628956559395 0.0012053953586512725 0.0010037795389779012 0.0015477025880175077 0.004284974724519941 0.0022383011778157984 0.0011425531597466509
leaf_count=181 167 509 274 29 51 72 245 55 65 72 88 132 97 168 139 93 27 268 18 379 29 61 47 43 43 78 38 105 134 203
internal_value=0 2.5909e-06 3.17177e-05 5.93178e-05 8.64548e-05 3.49528e-05 6.28484e-05 9.7091e-05 0.000130611 0.000171939 0.000210985 0.000161854 0.000641562 0.000599781 0.000291806 9.97118e-05 0.000140938 9.80301e-05 0.000165813 0.000247932 0.000298153 0.00035774 0.000467318 0.000340998 -0.000226628 0.000499398 0.000586647 0.000435046 9.1801e-05 -0.000358624
internal_weight=0 0.0469959 0.0456134 0.0444884 0.0431461 0.039212 0.0380722 0.0364165 0.0347493 0.032638 0.0311307 0.0292286 0.00335207 0.00393413 0.00265903 0.0258766 0.0243551 0.0231596 0.0219558 0.0189833 0.0178718 0.0164593 0.0138603 0.0113607 0.002599 0.0101901 0.0091863 0.00763859 0.00335362 0.00297251
internal_count=3910 3743 3562 3288 2779 2421 2349 2104 2075 2010 1938 1883 185 358 190 1698 1605 1578 1446 975 957 578 506 445 72 402 324 286 181 471
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=18
num_cat=0
split_feature=453 4 3 158 15 3 3 2 15 15 43 3 43 49 0 16 0
split_gain=0.000160079 0.000173881 0.000218748 0.000211904 0.000148126 0.000209116 0.00036982 0.000231054 0.000156618 0.000444749 0.000319531 0.000312595 0.000267375 0.000161143 0.000251594 0.000155934 2.78618e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.13309499999999996 0.085745000000000002 0.079360000000000014 -0.10628499999999998 -0.080884999999999985 0.093240000000000003 -0.017214999999999998 -0.053579999999999996 -0.074254999999999988 0.10666500000000002 -0.079109999999999986 -0.047309999999999998 -0.10462499999999998 -0.083564999999999987 -0.084074999999999997
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 5 7 -7 -1 9 10 12 16 -8 -12 -15 -6 -10
right_child=-2 2 -4 -5 15 6 8 -9 11 -11 13 -13 -14 14 -16 -17 -18
leaf_value=0.0025713607779370398 -0.0018176927335952252 -0.00016954040571121986 0.0020628292577542372 -0.0020455973835526759 -4.0863849650528192e-06 -0.0025499917816118084 2.607546561387618e-05 8.8899993477508041e-05 0.00028596740265182121 -0.0028455692378544224 0.00075878106080901823 0.0022615489916302462 0.0033565305987143996 -0.0023044712146328967 0.00065033840054037494 -0.0020742788043632819 -0.00075398566881638767
leaf_weight=0.0015071156147680132 0.0010215293708737408 0.0018505603872220888 0.0019395990486588957 0.0011521114714776034 0.0017978239279316036 0.0011865104654197002 0.0010072186210201561 0.0017460435539725649 0.0010092382518905874 0.0011814730426854547 0.0014387818714021172 0.0019315220075739603 0.0010752786218481943 0.0016255644585781957 0.0010067502280361488 0.0013934087648528872 0.0012371358725205128
leaf_count=88 99 99 305 330 486 568 163 142 47 98 86 61 84 99 221 816 118
internal_value=0 5.96115e-05 0.000972866 -0.000110934 5.49789e-06 0.00018824 -8.09203e-05 0.00123897 0.000173539 -0.000235323 0.000265837 0.000891372 0.00174573 -0.000491174 -0.00117438 -0.000908008 -0.000286761
internal_weight=0 0.0240861 0.00379016 0.020296 0.0191439 0.0159526 0.0126995 0.00325316 0.011513 0.00733507 0.00615359 0.0041779 0.0020825 0.0040711 0.00263231 0.00319123 0.00224637
internal_count=3910 3811 404 3407 3077 1775 1545 230 977 751 653 226 247 406 320 1302 165
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=19
num_cat=0
split_feature=52 1 14 123 48 3 15 0 1 3 151 49 2 3 43 4 43 16
split_gain=0.000142335 0.000167374 0.000230079 0.0001676 0.000203934 0.00020422 0.00024717 0.000240582 0.000221926 0.000374156 0.000257878 0.000193393 0.000261563 0.000216177 0.000185068 0.000137764 0.000146494 9.3259e-05
threshold=-0.40083499999999994 0.13662500000000002 0.020750000000000005 0.085195000000000007 0.12649500000000002 0.10666500000000002 -0.097794999999999979 -0.065204999999999985 1.0000000180025095e-35 -0.08348499999999999 -0.086249999999999979 -0.073619999999999977 1.0000000180025095e-35 -0.013944999999999997 -0.07526999999999999 -0.060264999999999992 -0.088734999999999994 0.15737500000000001
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 -8 9 15 -10 -12 14 -14 -13 16 -2 -3
right_child=1 17 -4 -5 -6 6 7 -9 10 -11 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0014809960818745237 -0.0008185612363741558 0.002407391031697769 -0.0023100529158359652 0.0016055149102908596 -0.002163206858248667 -0.0004877504889904735 0.0032645084569496692 0.0002270629498777154 0.002349166653704356 -0.0030003963605944426 -0.001569006088886833 0.00062766777588905184 0.0029200991978489449 0.00020030279180334725 -0.0017159076569181189 -0.0015639303967623912 0.0016707808195663728 0.00036564401900480303
leaf_weight=0.001457218657439501 0.0010036903557240073 0.0010389129647176551 0.0010045538602102546 0.0015147335310577983 0.0010233561831490259 0.0015806717362885081 0.0014144339243182813 0.0010693677958215622 0.0011645234330484033 0.0015665623910728326 0.0016283690245364468 0.0014575401558417078 0.0012174005145272337 0.0015531809349358383 0.0017102199737967227 0.0010620242528057112 0.0012269604286907557 0.0010509061507129047
leaf_count=401 150 178 133 189 71 50 77 24 100 891 82 228 97 119 408 313 360 39
internal_value=0 7.58534e-05 -5.27842e-05 5.95094e-05 -6.58653e-05 5.57056e-05 0.0010061 0.00195678 -0.000228527 -0.00105631 0.00023216 -9.36487e-05 0.000310913 0.00139539 -0.000637589 -0.000131362 0.000550691 0.00138066
internal_weight=0 0.0232874 0.0211976 0.020193 0.0186783 0.0176549 0.00406447 0.0024838 0.0135905 0.00485924 0.00873123 0.00756671 0.00593834 0.00277058 0.00316776 0.00329268 0.00223065 0.00208982
internal_count=3910 3509 3292 3159 2970 2899 151 101 2748 1714 1034 934 852 216 636 823 510 217
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=31
num_cat=0
split_feature=1429 1213 1365 52 51 51 42 1374 447 1456 448 1 1374 133 49 49 16 3 0 12 0 133 3 16 0 47 40 13 15 16
split_gain=0.000794437 0.000635637 0.000540334 0.000494208 0.000500715 0.000671917 0.000616114 0.000556395 0.000503413 0.000629456 0.000518876 0.000537652 0.000752103 0.000722955 0.000593618 0.000554166 0.000664348 0.000604731 0.000870276 0.000652036 0.000562345 0.000547689 0.000357004 0.000578543 0.000561794 0.000410354 0.000353801 0.000300055 0.000274677 0.000258357
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.42985499999999993 -0.40274499999999996 -0.09021499999999999 -0.10770999999999999 0.090240000000000015 0.089095000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10004000000000002 -0.094679999999999986 0.10681500000000001 -0.045004999999999996 -0.084934999999999997 -0.094359999999999986 0.086245000000000016 -0.070894999999999986 0.085775000000000004 0.076335000000000014 0.083815000000000014 -0.13309499999999996 -0.48509999999999992 -0.11756999999999999 0.086785000000000015 0.0034800000000000005 -1.0000000180025095e-35 -0.050004999999999994 -0.53257999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -7 8 9 -8 -11 12 -12 15 28 16 -14 18 19 21 -20 -17 29 -24 25 -25 27 -6 -13 -16
right_child=1 2 -4 4 5 6 7 -9 -10 10 11 14 13 -15 22 17 -18 -19 20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098792208857209586 -0.0007643152025614199 -0.00077029006896091215 -0.00089177126584226159 -0.00065087889945240071 0.00095283391302482799 -0.00088265830135577988 -0.00081649276504539383 -0.00088372068188201976 0.0010458490503847413 -0.000748185405926023 -0.0010663468976371757 0.0013461063069337882 0.00033138606909975595 -0.00089262402342653313 -0.00067479388867774449 -0.00033106223858034962 -0.00096714825641196071 0.00074582102683204876 0.0010123078308702676 -0.0011700748206936056 8.5312399247294634e-05 0.00077408367877733182 0.0012027127689181467 0.00017120115769134498 0.00062032720338784948 -0.00087387272660299493 0.0013229567262471196 2.5342660137906824e-05 0.00049195620779721747 0.00023046990970167113
leaf_weight=0.0014809606572309111 0.0018272909932875161 0.0012335284008339045 0.0010862863512031131 0.0015730181629176601 0.0010682694709324148 0.0011945862721484115 0.0013041688117709218 0.0010116318186748066 0.0010517698879159978 0.0011553686292877776 0.0010725528544597287 0.0014459773711181789 0.001324928695701999 0.0012498496168843456 0.0011672073051158804 0.0028716465363432973 0.0015472516546957129 0.0037113980440199876 0.0022504058932968475 0.0011453338062016871 0.0025052406176371278 0.0011328216656127932 0.0012704648706299568 0.0018327076564403919 0.0028919825461152212 0.0010827645196513913 0.0010700365079969743 0.0015468272660910101 0.0012909480146703354 0.0011183009850768153
leaf_count=181 592 242 74 95 87 131 200 60 89 39 49 88 32 343 10 162 58 46 52 556 49 89 95 59 208 24 16 83 47 54
internal_value=0 1.35996e-05 4.57544e-05 6.93722e-05 9.40991e-05 0.000123167 6.80526e-05 0.000100103 0.000129016 0.00010012 0.000137399 0.000170499 2.81335e-05 9.43095e-05 0.000391822 0.000169118 -0.000368138 0.000282441 0.00010882 -0.000274558 0.000523973 -1.84282e-05 0.000230648 0.000379991 0.000200008 -0.000216924 0.000670992 0.000404224 0.000943222 -0.000231848
internal_weight=0 0.0460346 0.0442073 0.043121 0.0418875 0.0403144 0.0366293 0.0354347 0.0344231 0.0333713 0.0320672 0.0309118 0.0188114 0.0177389 0.0121004 0.016489 0.00287218 0.0136168 0.00990545 0.0051498 0.00475565 0.00400447 0.00936343 0.00707792 0.00580745 0.00291547 0.00368513 0.0026151 0.00273693 0.00228551
internal_count=3910 3729 3137 3063 2821 2726 2540 2409 2349 2260 2060 2021 1436 1387 585 1044 90 954 908 807 101 251 450 386 291 83 186 170 135 64
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=18
num_cat=0
split_feature=453 4 11 9 2 123 12 3 0 16 14 3 47 0 4 15 1
split_gain=0.000139508 0.000144711 0.00023856 0.000181536 0.000197452 0.000210837 0.000226774 0.000207675 0.000241208 0.000268653 0.000177233 0.000275197 0.000174214 0.00026056 0.000260558 0.000156571 9.50627e-05
threshold=1.0000000180025095e-35 0.27020000000000005 0.077165000000000025 -1.0000000180025095e-35 0.086875000000000022 0.083855000000000013 0.10058500000000002 -0.115685 -0.053834999999999994 -0.0090499999999999973 -0.46637499999999993 -0.13309499999999996 0.10783500000000001 -0.11287999999999999 -0.0025899999999999994 -0.074174999999999977 0.093000000000000013
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 12 6 7 -6 9 15 -3 -12 13 -5 -15 16 -9
right_child=-2 10 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0017436986187523342 -0.0016120747209662756 -0.00078632862395798726 -0.002087320932876122 0.00026625767727506139 0.0015770050186251323 0.0020461614922510063 -0.0018436743482198692 -0.00045531030954755984 -0.0016047838947429347 0.0016765431260456439 -2.7320724414125402e-05 0.0025893119506690079 0.00035352398289169301 -0.00081196274315884929 -0.0035231284470859576 -0.0013907923081383159 0.0014013881703427687
leaf_weight=0.0010950818162460676 0.0010035630842717405 0.0010128045581887513 0.0010951126430135396 0.0014669932810238429 0.0018710668164607621 0.0011292282641948157 0.0010797429683418536 0.0010983558578961635 0.0015250852653181431 0.0019384887973388498 0.001491000338649684 0.0015924342945367589 0.0019689760764087794 0.0015265864446886782 0.0012232889673558503 0.0015573265733084124 0.0010178690955040537
leaf_count=62 99 66 212 80 73 108 309 214 143 375 83 300 113 1002 173 441 57
internal_value=0 5.40612e-05 -0.000102357 1.51558e-05 -9.36125e-05 0.000252606 5.18376e-05 0.000279038 -6.12366e-05 0.000358226 0.000802242 0.00132403 -0.00072143 -0.00122336 -0.00201803 -0.000337434 0.000437731
internal_weight=0 0.0236894 0.0195932 0.0184981 0.017403 0.0112172 0.0100879 0.00900819 0.00713713 0.00561204 0.00409624 0.00308343 0.00618584 0.00421687 0.00274988 0.00367355 0.00211622
internal_count=3910 3811 3362 3150 3088 1720 1612 1303 1230 1087 449 383 1368 1255 1175 712 271
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=19
num_cat=0
split_feature=45 15 2 16 52 52 13 40 2 12 159 51 48 49 52 2 12 4
split_gain=0.000132341 0.000152923 0.000197254 0.000421668 0.000153837 0.000219106 0.000239476 0.000173806 0.000235137 0.000259413 0.000191722 0.000189634 0.000200735 0.000216089 0.000285011 0.000230106 0.00021351 2.43999e-05
threshold=0.08179500000000002 -0.15202999999999997 -0.13811499999999996 -0.11807499999999999 0.40565000000000007 0.11401500000000002 -0.23438999999999996 -0.081174999999999983 0.11290500000000002 -0.023959999999999995 0.090405000000000013 -0.09021499999999999 0.095825000000000007 -0.081629999999999994 -0.066329999999999986 0.094010000000000024 0.084100000000000022 -0.06272999999999998
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 17 -8 9 -9 11 -11 13 -13 -15 16 -16 -3
right_child=-2 4 3 -5 -6 -7 7 8 -10 10 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.00075806887630191935 -0.0018318288891663935 0.0010003661273396351 0.0040827084146798998 -0.00041927347790051821 0.0016843155622706257 -0.0022978154511248366 0.0015844199207803145 -0.0023770268112370159 -0.0021914693733140313 0.0018146698557276401 -0.0019665909917990737 0.0013386340785872474 0.0019810008428423893 -0.0031563990208256496 0.0015835684140801309 -0.0021495892009629168 -0.00098772515024728928 0.0020999298540798485
leaf_weight=0.001023483457412544 0.0010105583576631707 0.0010674352806603338 0.0011647192165722964 0.0010319350450832118 0.001192533266214795 0.0012409312540742892 0.0012020540262260857 0.0012909539514540632 0.0017777610388213247 0.0017357781274240413 0.0011178215758123064 0.0015609457184458976 0.0011150467013741894 0.0011031955225160317 0.0018869702753097073 0.0012423007497427974 0.0015444422351355291 0.0010556575181772622
leaf_count=52 70 31 205 158 265 257 146 101 253 222 234 88 102 275 175 157 1037 82
internal_value=0 6.37411e-05 0.0011014 0.00196779 -0.000102219 -0.000214699 -6.86562e-05 -0.000288874 -0.000445519 -0.000199129 4.95388e-05 0.000270733 -4.63102e-05 -0.000354377 -0.000811835 -0.000258419 0.000426257 0.0015471
internal_weight=0 0.023354 0.00322014 0.00219665 0.0201338 0.0189413 0.0177004 0.0155773 0.0143752 0.0125975 0.0113065 0.0101887 0.0084529 0.00733785 0.00577691 0.00467371 0.00343141 0.00212309
internal_count=3910 3840 415 363 3425 3160 2903 2790 2644 2391 2290 2056 1834 1732 1644 1369 1212 113
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=18
num_cat=0
split_feature=52 39 47 1 3 3 13 52 16 2 1 151 52 13 2 0 13
split_gain=0.000128334 0.00015632 0.000243759 0.000145331 0.000211363 0.00022401 0.000252287 0.00020158 0.000180929 0.000203618 0.000193773 0.000180006 0.000178732 0.00017134 0.000231687 0.000314913 0.000116426
threshold=-0.40083499999999994 0.11742500000000002 0.13001000000000004 0.094385000000000011 0.10666500000000002 -0.115685 -0.084084999999999979 -0.10201499999999998 -0.095109999999999986 0.090050000000000005 0.079945000000000016 -0.081709999999999991 0.098910000000000012 -0.073799999999999991 -1.0000000180025095e-35 -0.17106499999999999 0.10153000000000002
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 16 -7 -5 -8 10 -10 -9 13 -13 -15 -16 -2
right_child=1 -3 -4 7 -6 6 8 11 9 -11 -12 12 -14 14 15 -17 -18
leaf_value=-0.0015469256373841203 0.0014110790524507887 0.0019578353368242601 -0.0025202843748650273 0.00266890417616408 0.0014379702673132867 -0.0032432078950435936 0.0011248341457213336 -0.0012537187799299995 0.0013999827085923444 -0.002816703398141664 -0.0015753518287676049 0.0026175426288425076 -0.00098875428968636745 0.0022851867966106011 0.0018926735973791215 -0.0018033207936134364 -0.00077062348732929086
leaf_weight=0.0014063262734814721 0.0017881355826980787 0.0011531178254777777 0.0010157497214446911 0.0011088734861999247 0.001604678148975581 0.0012809910155415754 0.0012046735376489617 0.0016500789584497086 0.0010505918880537781 0.0013678771962880309 0.0013930976328394573 0.001479597409293155 0.0014152626752037545 0.0013669158471830709 0.0010323768363911254 0.0016215248538118364 0.0010696243628253166
leaf_count=401 139 82 65 99 33 664 225 153 484 497 346 210 168 57 44 174 69
internal_value=0 8.16545e-05 -1.92058e-05 0.000105118 -0.000313186 -0.000620126 -0.00117134 0.000570336 -0.000642245 -0.00120074 -0.000296195 0.000298667 0.000669066 0.00109562 0.000535583 -0.000365566 0.000594495
internal_weight=0 0.0226032 0.02145 0.0204343 0.0107597 0.00915499 0.00629723 0.00967463 0.00501624 0.00381157 0.00244369 0.00856576 0.00691568 0.00550041 0.00402082 0.0026539 0.00285776
internal_count=3910 3509 3427 3362 2457 2424 2216 905 1552 1327 830 806 653 485 275 218 208
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=31 1374 457 1213 1429 457 447 48 11 1 457 48 3 150 1 16 2 4 0 43 16 3 13 2 13 13 0 16 15 44
split_gain=0.000814023 0.00055547 0.000740616 0.000630441 0.000560656 0.000506947 0.000523292 0.000557472 0.000523651 0.00102637 0.000596603 0.00070349 0.000596105 0.0007675 0.000709761 0.000411112 0.000600961 0.000918617 0.000671763 0.000641947 0.000573824 0.00085397 0.000531184 0.000499187 0.00038923 0.000364073 0.000283943 0.000258965 0.000258721 0.000323794
threshold=-1.0000000180025095e-35 0.090240000000000015 -0.15747999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 0.089095000000000021 -0.036289999999999996 0.080455000000000013 0.11235500000000002 0.41137000000000007 0.08346000000000002 -0.10942499999999998 0.082085000000000019 0.085990000000000011 -0.008069999999999999 0.10910500000000002 -0.49837999999999999 -0.017269999999999997 -0.075819999999999985 -0.15168999999999996 -0.13309499999999996 -0.0073699999999999989 0.10393500000000001 -0.10241499999999999 -0.084084999999999979 -0.08824499999999999 0.15100500000000003 -0.07052499999999999 0.088980000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -10 11 15 -13 28 -15 20 17 -17 19 -19 21 -9 25 24 -23 -22 -26 -18 29 -14
right_child=1 -3 3 4 5 6 -8 8 9 -11 -12 12 13 14 -16 16 27 18 -20 -21 22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00086520680993034901 0.001049623947554203 -0.00089995571480861911 -0.00085563121689798149 -0.00088495776682606935 -0.00085580616891302937 -0.00070601508019725915 0.00094328279692912516 -0.0010630613021630807 -0.0011033218973862289 0.000439123269564544 -0.00067266594274655164 0.0012567039223276056 0.00042991919550773496 -0.00014183774457104026 0.0011075095242143462 -0.00093899290878696705 0.0012763924970339469 -0.0006277658737811623 0.00093586257230258009 0.00035816372044460436 -0.00064079289930531343 0.0010187771389191748 -0.0010950865951522724 -0.00046888943189469899 -5.8972909768150101e-05 0.00042405448314069503 0.00074880508229360006 0.00038817892552464351 -0.00050400318364039937 -0.00048225304303883056
leaf_weight=0.0018792709623636208 0.0011575049617569269 0.0013168110404988545 0.0016565999240482345 0.0012859735523620399 0.0011711636050856225 0.0018443621469259588 0.0011353782348995081 0.0010633421552768141 0.0018942234431627005 0.0013304193744545501 0.0017195364709081664 0.0013757991083878105 0.0023752301166929399 0.0011621133683057394 0.0028292591489225138 0.0014686381001265411 0.0010897720747404796 0.0019347455614826545 0.0018162845828726491 0.0031347255656420936 0.0012231209229691675 0.0014685229273245781 0.0018856619770669658 0.0014174754351160002 0.0024803933462094196 0.0011090833141541023 0.0011555800988740563 0.0013088188244900767 0.0015567749832592339 0.0010025097766259705
leaf_count=113 36 76 591 179 198 79 101 36 125 46 31 31 209 34 92 50 64 193 31 190 204 32 269 128 82 451 30 110 69 30
internal_value=0 -3.80235e-05 -1.33779e-05 -4.07845e-05 -9.56548e-06 1.72677e-05 4.23405e-05 1.65397e-05 5.17931e-05 -0.000466942 0.00010017 0.000140614 0.000432031 0.000304919 0.000743754 7.52045e-06 0.000197895 2.74023e-05 0.000233521 -1.81128e-05 -0.000165915 5.53818e-05 -0.000563891 0.000237733 0.000433956 -0.000134403 0.000197754 0.000791729 -5.00406e-05 0.000159187
internal_weight=0 0.0473698 0.046053 0.0448955 0.0432389 0.0419529 0.0407818 0.0396464 0.037802 0.00322464 0.0345774 0.0328579 0.0103017 0.00892589 0.00399137 0.0225562 0.010753 0.00835439 0.00688576 0.00506947 0.0118032 0.00758531 0.00421787 0.00652197 0.0051045 0.0023322 0.00363597 0.00239859 0.00493451 0.00337774
internal_count=3910 3797 3721 3685 3094 2915 2717 2616 2537 171 2366 2335 465 434 126 1870 638 464 414 383 1232 308 924 272 144 655 112 174 308 239
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=31
num_cat=0
split_feature=1213 480 1429 31 51 1 14 44 47 133 42 376 3 43 2 13 48 15 8 16 4 0 15 48 2 12 48 43 15 3
split_gain=0.000640782 0.000641986 0.000639776 0.000576111 0.00045881 0.000862699 0.00103301 0.000576925 0.000593486 0.000590249 0.00057244 0.000644123 0.000498663 0.000484611 0.000487016 0.000739559 0.00064397 0.000933704 0.000538276 0.000449205 0.000513639 0.000458172 0.000540003 0.000332289 0.000297998 0.000260664 0.000183948 0.000167328 0.000126142 2.79869e-05
threshold=-1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.13662500000000002 0.077685000000000018 0.081710000000000019 0.11939500000000002 0.10681500000000001 -0.10770999999999999 1.0000000180025095e-35 0.11265500000000002 -0.18906999999999999 0.097940000000000013 -0.26418499999999995 0.12862000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.070590000000000014 -0.017449999999999997 -0.10783 -0.035939999999999993 0.086285000000000014 0.11203000000000002 0.081660000000000024 0.099240000000000009 -0.34918499999999997 -0.097794999999999979 -0.073124999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 13 -7 27 18 -16 17 26 19 20 25 23 -23 28 -19 -15 29 -12 -22 -17
right_child=1 -3 3 4 5 12 -8 -9 -10 -11 11 -13 -14 14 15 16 -18 24 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082744986094247742 -0.00091283826239031078 -0.00081088982106171099 0.00086603819280930234 -0.00071226122020853658 -0.00069595916075399378 0.001260451894085524 -0.0012578138942368618 -0.00089381087930372042 -0.00089446782498421855 -0.00068795403713353101 0.00037590931369840347 0.0010436350270405432 0.00017616757717009183 0.00071972261895601112 0.0010873211852744753 0.00032071197099145477 -0.00082234472722796386 -0.00063008707586856803 0.00080995831653990513 -0.0008858544805634941 3.4514298788360266e-05 -0.00017613935010453831 -0.0013196831626591571 -0.00038129682028704222 0.00018930613320175478 -4.2922006057030813e-05 0.0010652185774090307 0.0010228942762587547 0.0006682985448552242 0.0006296646485263453
leaf_weight=0.0016129286773204901 0.0011586362449224055 0.0015560922536822499 0.0015668145040151895 0.0013286555749860698 0.0012686195847693696 0.0015945409852262107 0.0010730913375933673 0.0010692663959943607 0.0010251978081576843 0.0014700452799875632 0.0014888286656180583 0.0015260961592193914 0.0013757345071169214 0.0017364633949901081 0.0017784832715523899 0.0010275407007407375 0.0010397305125025014 0.0016308589878484261 0.0010927426296714069 0.0013121875739569031 0.0010289979151861806 0.001696152083042515 0.0012481224372935806 0.0019100799461720941 0.0014689055456313937 0.0014172469144538291 0.0016642996745841465 0.0013071376057709463 0.0011668544743770231 0.001014669136305546
leaf_count=592 174 240 109 101 123 73 94 40 70 362 33 88 100 46 64 114 18 89 38 133 30 270 216 43 50 388 41 24 36 111
internal_value=0 2.04497e-05 5.32117e-05 8.24154e-05 4.90157e-05 7.75627e-05 1.52793e-05 5.8803e-05 9.23987e-05 0.000126936 0.00016999 0.000211358 0.000758247 0.000160612 9.55e-05 0.000319035 0.000144884 0.000292639 -7.51267e-05 -0.000159111 -6.56542e-05 -0.000263662 -0.000660905 2.11925e-05 -0.000241796 0.000376997 0.000739588 0.00067838 0.000371301 0.000474215
internal_weight=0 0.0410421 0.039486 0.0383274 0.0367605 0.0354319 0.0324616 0.0313885 0.0303193 0.0292941 0.027824 0.0265554 0.00297028 0.0250293 0.0222333 0.00962449 0.007846 0.00680627 0.0126088 0.0115161 0.0102039 0.00705021 0.00294427 0.00410593 0.00309976 0.00315371 0.00370651 0.00279597 0.00219585 0.00204221
internal_count=3910 3318 3078 2904 2795 2694 2521 2427 2387 2317 1955 1832 173 1744 1687 487 423 405 1200 1162 1029 595 486 109 139 434 266 57 66 225
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=19
num_cat=0
split_feature=14 44 124 484 474 39 42 48 49 160 160 52 52 0 4 13 2 3
split_gain=0.000144978 0.000130362 0.0001506 0.000154034 0.00018112 0.00015181 0.000231475 0.000217597 0.000221686 0.000376785 0.00021149 0.000170149 0.000222613 0.000526391 0.00018813 0.000285741 0.000112132 5.77434e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.061329999999999989 -0.0043499999999999988 0.084655000000000022 0.11742500000000002 -1.0000000180025095e-35 0.11930500000000001 0.051590000000000004 -0.080734999999999987 0.087825000000000014 -0.080899999999999986 0.10701500000000001 0.13167000000000004 -0.078094999999999984 -0.094679999999999986 0.094825000000000007 -0.0076499999999999988
decision_type=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 -5 8 9 -8 11 -11 13 14 -13 -16 -1 -17
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 17 -18 -19
leaf_value=0.00026893249996092237 -0.0018088383306947464 -0.0016629889264877188 -0.0015731812011511262 -0.0018877337531301821 0.0017423615512001118 0.0017720781059261627 -0.0025560383558881918 -0.0020542312951436241 0.0019786618313416926 0.0018891255565587487 -0.0013268448984092831 0.0021082256199501416 0.0023801658536688462 -0.0033446865397222421 0.001660349834082028 -0.0019670723196239196 0.0025424337934954995 -0.0003414278857167939
leaf_weight=0.00105872240744903 0.0010441164513551029 0.001010205477712133 0.0013800334333951688 0.0016406552371095858 0.0015580836563023883 0.0010845490952124939 0.0012462158169249679 0.001087371526238807 0.0015701029213419935 0.0019641442109543635 0.0016221824595814569 0.0013604629595826952 0.0010141386456626877 0.0010181236874307054 0.0014257051361883351 0.0011125239558276963 0.001049689874146463 0.0010154391262747996
leaf_count=138 126 71 554 832 277 67 304 75 239 206 126 243 82 25 102 223 147 73
internal_value=0 6.87601e-05 0.000147534 1.60681e-05 0.000133229 -1.28623e-05 -0.000133273 6.61159e-05 0.000238833 6.91798e-06 0.000310163 0.000608184 0.000245988 -0.000118856 0.00054948 -4.72596e-05 0.00140081 -0.00119133
internal_weight=0 0.0232183 0.0222081 0.0200997 0.0187197 0.0171616 0.0160771 0.0144364 0.013349 0.0117789 0.0105327 0.00891054 0.00694639 0.00593225 0.00491413 0.00355367 0.00210841 0.00212796
internal_count=3910 3784 3713 3428 2874 2597 2530 1698 1623 1384 1080 954 748 666 641 398 285 296
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=31
num_cat=0
split_feature=146 147 1429 403 1456 403 0 46 11 51 133 159 457 0 43 48 1 1 2 0 2 1375 48 16 2 4 0 15 51 52
split_gain=0.000947545 0.00087509 0.00071238 0.000614585 0.000560256 0.000554791 0.000571848 0.000926731 0.000683507 0.000674129 0.000710255 0.000661968 0.000639343 0.000622049 0.000928553 0.000660898 0.000580519 0.000572383 0.00117768 0.000552 0.000521226 0.000481987 0.000504718 0.00053276 0.000452001 0.000652253 0.000538247 0.00042096 0.00040039 0.000456553
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.096520000000000009 -1.0000000180025095e-35 -0.088854999999999976 -0.074249999999999997 0.084955000000000017 0.087830000000000005 -0.40274499999999996 -0.036599999999999987 -1.0000000180025095e-35 -0.0034949999999999994 -0.10575999999999998 -0.089949999999999988 0.12862000000000004 0.085990000000000011 0.095575000000000007 0.08400500000000001 -0.067584999999999992 -0.013084999999999998 -0.43271999999999994 0.016865000000000002 -0.12467499999999999 0.11085000000000002 -0.49269499999999994 0.076335000000000014 -1.0000000180025095e-35 -0.016859999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -11 -12 -7 15 -15 16 -14 18 -16 -13 -21 -18 23 -23 25 -22 -26 -20 -27 -30
right_child=-2 -3 3 -5 5 6 9 -9 -10 10 11 19 13 14 17 -17 21 -19 27 20 24 22 -24 -25 26 28 -28 -29 29 -31
leaf_value=-0.0011095226151118761 -0.0014355734479005121 0.0008844828552047922 -0.00090834850450654137 -0.0011043939929980561 -0.00089781840706128603 -0.00069199214165206573 -0.00065273294970562788 -0.00145308951642108 -0.001142878453754499 0.0013261486240658546 -0.00087671250845152175 0.0012684184274988426 -0.00012363762767500817 -0.0014833021401525314 -0.0015158864504521475 -0.00080916433263024802 -0.00024444611008936161 0.00085833983545120513 -0.00028973069959229374 0.0011108714718889114 -0.0010797170069963176 0.00085086658701310428 0.0012357986796729399 -0.00028714578302331241 -8.8787618741608624e-05 0.00083892325007907387 0.0012375851872825901 0.0010882118256875498 -0.0008130393414190148 0.00025255324053460252
leaf_weight=0.0013822882304330699 0.0010648677366589246 0.002492196147077407 0.0014276248165455687 0.0011363549483976157 0.0013506083800658422 0.002286317786862834 0.0015452336357684162 0.0010559430522789617 0.0011377223906450231 0.0016848762830385952 0.0010442050723034066 0.0014226717456615754 0.0030024734865638997 0.0011357290426952096 0.0011718495338306507 0.0010438993990504733 0.001190386449707149 0.0013931381208741045 0.0010308763072356909 0.0014590580520326161 0.0012125485170635386 0.0026126610211283392 0.0033007599163328294 0.0014808231423994985 0.0012663241307941386 0.0014292268065219105 0.0015799023547096169 0.0010068896519392955 0.0013588839975398059 0.0028849879769665739
leaf_count=175 11 148 337 291 507 223 68 26 50 100 69 85 124 158 245 24 11 104 234 91 62 76 99 42 148 17 28 284 29 44
internal_value=0 1.01707e-05 -3.82138e-05 -4.28958e-06 2.51139e-05 5.75476e-05 9.00189e-05 -6.63024e-05 8.90382e-07 0.000301523 0.00039763 0.000283085 6.38892e-05 0.000157968 -0.000255852 0.000345974 0.000450042 4.70214e-05 -0.000305133 0.000379098 0.000266041 0.000650687 0.000794792 0.000439189 0.000139379 -7.06413e-05 0.000647464 0.000391131 0.000145035 -8.86485e-05
internal_weight=0 0.0475265 0.0450343 0.043652 0.0425156 0.041088 0.0397374 0.0228495 0.0217935 0.0168879 0.0153427 0.0136578 0.0206558 0.0183695 0.00573848 0.012631 0.0115871 0.00460275 0.00320962 0.0126136 0.0111909 0.00858463 0.00739424 0.00409348 0.00973187 0.00688565 0.00284623 0.00203777 0.0056731 0.00424387
internal_count=3910 3899 3751 3576 3285 2948 2441 1700 1674 741 673 573 1624 1401 1025 376 352 867 763 504 419 228 217 118 328 152 176 518 90 73
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=156 146 10 1213 1429 14 151 38 3 1374 133 1 133 1 49 484 42 52 1374 3 2 3 12 4 0 43 51 47 16 0
split_gain=0.00112847 0.00103971 0.00118529 0.000791346 0.00080887 0.000825099 0.000676026 0.000673987 0.000964827 0.000828325 0.000704657 0.000738777 0.0011966 0.000905673 0.000671225 0.000736186 0.000673245 0.00062685 0.000675506 0.000663027 0.000683608 0.000624018 0.000546691 0.000543664 0.000498072 0.000533734 0.000588848 0.000769597 0.000881033 0.000541971
threshold=-1.0000000180025095e-35 0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 1.0000000180025095e-35 0.30601500000000009 0.084470000000000003 -0.26719999999999994 0.10004000000000002 0.10681500000000001 0.096335000000000018 -0.085974999999999982 -0.0043499999999999988 -0.089024999999999979 0.11401500000000002 -0.049459999999999997 0.086245000000000016 0.08400500000000001 -0.100615 -0.041094999999999993 0.035895000000000003 -0.017269999999999997 -0.24333999999999997 0.12190000000000002 0.082465000000000024 0.51388000000000011 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 -8 12 13 14 21 -16 -17 18 -18 20 23 -12 -13 -20 25 -24 27 -27 -29 -28
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 22 -14 -15 15 16 17 -19 19 -21 -22 -23 24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0014569653873094228 -0.00090557418609681594 -0.0013847418707670948 0.001121311305981926 -0.0010593296712238785 -0.00091709589200604155 -0.0011953389590013412 -0.0010379164115747789 -0.00060956933112083303 0.0014569688700479006 -0.0010748962512931166 0.00032154809778749962 0.0012786603339661486 -0.0014570977531178318 -0.0010271713103282068 -0.0009174900096580237 -0.00059268415427872131 -0.00055554554119357851 -0.00058915004515577038 -0.00092032974449417259 0.0011348416408093844 0.00063878245284917066 -0.0011475919512488168 -0.00039239356995329934 0.00048115577245765181 0.0012401684283129151 0.0010521159790147679 -0.00093705552349453841 -0.00049628650018294039 0.0010298001535958667 0.00051991997717695251
leaf_weight=0.0011465892462635399 0.002011754111265889 0.0011195902893632583 0.0020448223569589077 0.0014101300916382611 0.0013675160912605113 0.0010833406844783502 0.0010044254818763745 0.0025091598799509276 0.0011971249122071361 0.0011761898391053896 0.0010728483766797581 0.0015382651386308685 0.001084246259399734 0.0013905464444263762 0.0010184236800566118 0.0014477905120142678 0.0011253526937053957 0.0011503098090224215 0.0012570388384098852 0.0037951946425209835 0.0071620651876842523 0.0014337368921282225 0.0021330680084474833 0.0011030129186480053 0.0012321824344643231 0.0039165106615897116 0.0011506235460956304 0.0020469446698143656 0.0013212230150472237 0.0010243418653388403
leaf_count=197 591 11 91 147 83 100 198 84 124 83 13 175 375 61 268 154 37 125 142 43 342 68 22 25 79 151 16 57 18 30
internal_value=0 4.11519e-06 3.44805e-05 -1.07234e-05 2.7456e-05 6.09597e-05 9.14356e-05 0.000123294 0.000168385 0.000129415 0.000166296 0.000198633 3.6972e-05 0.000110752 0.000187692 0.00028575 0.00035766 0.000445899 0.000528337 0.000619928 0.000414701 -0.000518782 0.00045796 -0.00026532 0.000359522 0.000265919 0.000414363 0.000612978 0.000102348 -0.000250865
internal_weight=0 0.0523278 0.0512082 0.0491634 0.0471516 0.0457415 0.0446581 0.0432906 0.0407815 0.0395843 0.0384082 0.0374037 0.0230406 0.0219563 0.0205658 0.0180592 0.0170408 0.015593 0.0144427 0.0133173 0.00952212 0.00250659 0.0143632 0.00236005 0.0128249 0.0115927 0.00945964 0.00728468 0.00336817 0.00217497
internal_count=3910 3713 3702 3611 3020 2873 2773 2690 2606 2482 2399 2201 1653 1278 1217 1136 868 714 589 552 509 81 548 167 373 294 272 226 75 46
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=19
num_cat=0
split_feature=1456 52 1 43 39 43 157 15 0 4 47 1 16 13 16 1 0 3
split_gain=0.000187386 0.000143685 0.000160416 0.000183575 0.000350786 0.000303328 0.000229197 0.000267379 0.000214013 0.000252434 0.000158559 0.0002573 0.000424184 0.000150045 0.00019946 0.000182249 0.000126763 4.28449e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.13662500000000002 -0.06705499999999999 0.085060000000000011 -0.00084499999999999994 -0.073574999999999988 -0.43091499999999999 -0.06402999999999999 -0.012939999999999998 0.09252500000000001 0.094695000000000015 -0.095609999999999987 -0.45122499999999993 -0.092014999999999986 0.085835000000000009 -0.10462499999999998 -0.13309499999999996
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 8 -5 -7 -8 9 -3 11 13 -13 -9 15 -15 -11 -10
right_child=1 2 -4 5 -6 6 7 10 17 16 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0025120490031287908 -0.0017076673306125577 -0.0031138577365905818 0.0018025584678728777 -0.0034665649159928871 0.0034882822540884331 0.0021461505063721021 -0.0029478004637956941 0.0014040190679605082 0.002457151422926014 0.0015537425885158906 -0.001872222680472052 -0.00058970468664082322 0.0038670328187751356 -0.0017263606553982128 -0.0027352142614357256 0.0016890451108788858 -0.00099483327201638477 0.00081011349882762363
leaf_weight=0.0010013852404053133 0.0014484438756669485 0.0010586888706141107 0.0019910127251106099 0.0010145536377760287 0.001364107901039302 0.0013798672307273616 0.0012645138699633992 0.0010407371135272561 0.0011048313698651668 0.0013534561820314206 0.0014130486814539003 0.0014835338078187377 0.0014808267253760832 0.001055347661993839 0.0015563159977687365 0.0011149466360387272 0.0013555393396002674 0.0010876184630050903
leaf_count=369 354 453 216 664 209 96 44 16 43 84 114 88 105 158 409 44 391 53
internal_value=0 8.97839e-05 0.000207489 4.97079e-05 0.00079353 -0.000375789 -0.000109802 -0.000408854 0.000176777 -0.000674743 -5.77754e-05 0.000273833 0.00163663 -0.00057356 -0.00112584 2.82379e-05 0.000278475 0.0016401
internal_weight=0 0.0235674 0.0221189 0.0201279 0.00732424 0.0128037 0.0117891 0.0104093 0.00596013 0.00376768 0.00914476 0.00773171 0.00296436 0.00476735 0.00372661 0.00217029 0.002709 0.00219245
internal_count=3910 3541 3187 2971 1233 1738 1074 978 1024 928 934 820 193 627 611 202 475 96
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=19
num_cat=0
split_feature=14 52 376 157 1 160 133 38 133 160 4 16 1 1 12 12 4 15
split_gain=0.000128136 0.000119397 0.000197604 0.00016467 0.000296023 0.000174061 0.000267514 0.000225488 0.000173371 0.000184295 0.000286276 0.000188303 0.000279226 0.000311686 0.000168713 0.000160889 0.00016687 0.000151153
threshold=0.077685000000000018 -0.27466499999999994 0.088415000000000007 -0.077044999999999988 0.090540000000000023 -1.0000000180025095e-35 -0.0023199999999999996 1.0000000180025095e-35 0.088850000000000026 0.088095000000000021 0.0057500000000000008 -0.52908499999999992 0.10080500000000002 0.090740000000000015 0.098595000000000016 0.091555000000000011 -0.084009999999999987 -0.038029999999999987
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 -3 17 -7 8 9 11 -11 -8 13 15 -14 16 -13 -5
right_child=-2 2 -4 5 -6 6 7 -9 -10 10 -12 12 14 -15 -16 -17 -18 -19
leaf_value=-0.0011252504568149103 -0.0017422450385719405 -0.00035739064380411144 0.0023079206258407974 -0.0022912281516813552 0.0033585690176210158 -0.0020884478810349288 -0.00070851885489038818 -0.0019403103701545472 -0.0011144898929966614 -0.0024352375645029577 0.0010441186027684277 0.0033855918923481661 0.003708365662863334 -0.0017890324046066595 0.0010805358429829685 -0.00032417645382410039 0.00090624236091819629 -1.6944326515247629e-05
leaf_weight=0.0019516409659445502 0.0010363117036246141 0.0011661447621725543 0.0010432650545612382 0.00155126976074349 0.001012373381691134 0.001263820073786775 0.0013006726863121756 0.0010248751921011498 0.0014676640429410618 0.0010787758324827266 0.0013406526292660814 0.0011822353735739801 0.0016008168637189762 0.0010372578225457119 0.0010055169967140287 0.0010954400460428948 0.0016354659579886927 0.0014102897769515807
leaf_count=410 126 241 76 439 107 771 96 51 477 134 58 56 177 64 48 63 129 387
internal_value=0 6.47922e-05 0.00017426 6.39177e-05 0.00136944 -9.41345e-05 0.000125341 0.000328534 0.000510988 0.000722541 -0.000507258 0.00105846 0.0013626 0.000661339 0.00269456 0.00131086 0.00194651 -0.00120822
internal_weight=0 0.0231682 0.0212165 0.0201733 0.00217852 0.0179948 0.0150332 0.0137694 0.0127445 0.0112768 0.00241943 0.00885741 0.00755673 0.0049504 0.00260633 0.00391314 0.0028177 0.00296156
internal_count=3910 3784 3374 3298 348 2950 2124 1353 1302 825 192 633 537 312 225 248 185 826
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=19
num_cat=0
split_feature=132 12 41 42 43 16 12 40 13 43 457 49 48 3 3 3 1 12
split_gain=0.000112912 0.000399212 0.000246921 0.000144046 0.000191867 0.000152973 0.000195377 0.000185709 0.000254122 0.000171374 0.000182477 0.0001856 0.000379423 0.000340418 0.000118756 8.59601e-05 0.000171418 4.17646e-05
threshold=0.080815000000000012 0.051320000000000005 0.078150000000000011 -0.10770999999999999 -0.083899999999999988 0.15737500000000001 0.097345000000000015 -0.081079999999999985 -0.10241499999999999 0.083940000000000015 -0.0015249999999999997 -0.029304999999999998 0.086125000000000021 -0.077894999999999978 -0.084129999999999996 0.12046500000000002 0.094485000000000013 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 14 7 -7 -6 17 10 -10 12 -12 -13 -5 16 -15 -9
right_child=1 -3 -4 4 5 6 -8 8 9 -11 11 13 -14 15 -16 -17 -18 -19
leaf_value=-0.001183110775816391 0.0025716696203163364 -0.00065761446006600043 -0.0018116471076210638 0.0002964993726675074 -0.0015010259574820104 -0.0020623178325606664 8.8676620721741547e-05 0.00087960883877356887 -0.0013010514279718254 -0.0015004566997230352 0.0026279444479093612 -0.0020372694661280779 -0.00029867978201498146 -0.0001611283804025052 0.001769503000110525 -0.00049596683660195061 0.0016061700565063416 0.0019265726408631647
leaf_weight=0.0013837215454338891 0.0010164012403792158 0.0012265761227954197 0.00114853114574509 0.0018311824906960539 0.0010009577819116719 0.0011932070502974059 0.0012611093927004102 0.0011733042002601253 0.0011483901207652867 0.0010590836961162165 0.0012873486947686547 0.0010394682870548668 0.0012853749479466714 0.0016101991081671234 0.0014039537768928403 0.0011650933874278735 0.0015775568724813518 0.0010467416502412674
leaf_count=202 116 279 139 371 63 303 115 154 115 198 83 862 57 321 245 43 185 59
internal_value=0 0.00080573 -9.24591e-05 4.01674e-06 9.00963e-05 -8.25311e-05 -0.000957065 7.77243e-05 0.000205241 -4.9664e-05 0.000118935 0.000323666 0.00116575 -7.81016e-05 0.00093574 0.000389751 0.000713472 0.00137325
internal_weight=0 0.00224298 0.0216152 0.0204667 0.019083 0.0158478 0.00245432 0.0133935 0.0123926 0.0101725 0.00911343 0.00796504 0.00257272 0.00539232 0.00323514 0.00435285 0.00318776 0.00222005
internal_count=3910 395 3515 3376 3174 2558 418 2140 2077 1864 1666 1551 140 1411 616 549 506 213
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=31
num_cat=0
split_feature=403 1429 1374 480 403 1374 150 151 150 4 11 13 2 49 4 158 0 48 12 52 1 0 3 13 40 42 43 3 12 0
split_gain=0.000754763 0.000719028 0.000544834 0.000570257 0.000537242 0.00052559 0.000594745 0.000630368 0.00094629 0.000635095 0.00148284 0.000746007 0.000608732 0.000830289 0.000888271 0.000570416 0.000550483 0.000550277 0.000510528 0.000440688 0.000655336 0.000611108 0.000527793 0.000395766 0.000867023 0.001023 0.000703663 0.00037045 0.00063244 0.000335251
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 -0.088854999999999976 0.090240000000000015 0.082085000000000019 -1.0000000180025095e-35 -0.20684999999999998 0.41315500000000005 0.079700000000000007 -0.5337599999999999 0.092175000000000021 -0.084934999999999997 0.40812500000000007 0.085745000000000002 -0.070894999999999986 0.093225000000000016 0.085945000000000008 0.084890000000000007 0.10113500000000002 -0.10575999999999998 -0.025254999999999996 -0.0016149999999999999 0.028705000000000001 -0.09547499999999999 -0.15109999999999998 -0.10140999999999999 0.097345000000000015 -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 -1 -3 4 -4 6 7 8 -6 10 11 -9 13 -8 -15 16 19 23 -14 21 -21 29 -23 27 25 -25 -27 -18 -29 -13
right_child=-2 2 3 -5 5 -7 12 9 -10 -11 -12 15 18 14 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00094676904621138799 -0.0010040520691055816 -0.00063510308233644325 -0.00069331486496551718 -0.00068546520899678202 0.00061293704570749663 -0.00074957854506771957 -0.00066880861674670374 -0.00086897476935004765 -0.00086323834487511035 0.00074792960493261251 -0.0011380498122081596 0.00023572834620235586 0.0010769268001287796 0.00088696631745731563 -0.00052291922095319828 -0.00072214831578201993 0.0012153697053970834 0.0011627041052915633 1.7018051504542475e-05 -0.001209506047409694 0.00017089596262484386 -0.00073169320159829161 0.00023747278410875234 -0.0012938621392419129 0.0011568557878604429 0.00095837745312802832 -0.00029865042561499309 -0.00031846564175146716 0.00080950543829226063 0.00096399890912414086
leaf_weight=0.0012833138139822777 0.0012630418329784834 0.0019503859503018353 0.00141495886899523 0.0016421765154372983 0.0010083650958705448 0.0011402215678018015 0.0015112954801423939 0.0011642330379402167 0.0026025717195832234 0.0024822467284220653 0.001613820940139731 0.0033857706096545037 0.0030050086767230422 0.0025495088112492681 0.0010583289322099176 0.0010897377377283015 0.0012010628329335313 0.0015094934690864656 0.0010182898174448951 0.0010775125767448776 0.0012356129031001473 0.0018129469561750568 0.0019539985020564712 0.0010399418568951546 0.0010044758462299797 0.0012133011910009373 0.0019321625271668938 0.0013359535974482029 0.0022049494567140115 0.0015386253292852727
leaf_count=181 295 68 476 228 24 73 70 16 280 221 115 87 147 113 13 237 18 46 44 416 39 360 60 35 6 9 78 77 50 28
internal_value=0 8.81207e-06 3.45225e-05 6.30717e-05 9.09426e-05 0.000116937 0.000140717 5.8507e-05 -0.000451012 0.0001224 6.33913e-05 0.00014189 0.000432122 0.000136183 0.000473388 0.000191895 0.000236271 0.000434962 0.000808666 2.96933e-05 -0.00047213 0.000163249 -0.000228965 0.000324356 7.75069e-05 -0.000181531 0.000186224 0.000594521 0.000383931 0.000463276
internal_weight=0 0.0489803 0.047697 0.0457466 0.0441044 0.0426894 0.0415492 0.0324068 0.00361094 0.0287958 0.0263136 0.0246998 0.00914243 0.00511913 0.00360784 0.0235355 0.0224458 0.0114413 0.0040233 0.0110045 0.00231313 0.00869134 0.00376695 0.00993185 0.00518988 0.00418541 0.00314546 0.00474197 0.0035409 0.0049244
internal_count=3910 3615 3434 3366 3138 2662 2589 2202 304 1898 1677 1562 387 196 126 1546 1309 319 191 990 455 535 420 273 128 122 87 145 127 115
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=31
num_cat=0
split_feature=481 1213 1429 151 4 1374 151 31 475 13 483 2 15 48 133 151 48 13 49 16 52 151 51 0 0 3 2 15 4 0
split_gain=0.000722986 0.000683332 0.000655954 0.000517684 0.000560165 0.000590966 0.000544642 0.000447771 0.000523053 0.000419208 0.0005358 0.000577133 0.000576486 0.000654668 0.000576605 0.000571777 0.000571057 0.0005336 0.000471145 0.000732134 0.000451791 0.000394225 0.000380022 0.000674389 0.000536727 0.0005783 0.000529272 0.000376635 0.000366793 0.0010007
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50541500000000006 0.087785000000000016 -0.14827999999999997 -1.0000000180025095e-35 -0.08459499999999999 -0.5337599999999999 1.0000000180025095e-35 0.097940000000000013 -0.095799999999999982 0.085575000000000012 0.086975000000000011 -0.084764999999999993 0.091555000000000011 0.17936000000000002 -1.0000000180025095e-35 -0.25582999999999995 0.15091000000000002 -0.0074049999999999993 0.083165000000000017 -0.10783 -0.069794999999999982 -0.011169999999999998 0.083385000000000015 0.17176000000000005 -0.34687499999999999 -0.0046249999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -9 -10 11 12 13 18 15 -14 21 20 -11 -20 27 -17 23 -23 26 -26 -25 28 -13 -30
right_child=-2 2 3 4 -6 -7 7 8 9 10 -12 17 14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00073651097745403775 -0.0010798450834431025 -0.00084806509595616484 -0.00076495637602622905 0.00098460640245267542 0.00094354834653740316 -0.0008836313360867143 0.00077210602394164039 -0.00068166094283758866 -0.00068894565767391028 0.00045686614018655854 -0.00080986520056161636 0.0010308310981603016 -0.00068928133111890912 -0.0011288001051393637 -0.00080975829293060712 0.00076875268844488979 0.0010751043410837089 -0.00038565496678338889 0.0001995797809185914 -0.0012565777234830203 -0.00030051295414529653 0.00087898369025908888 -0.00057801362794954105 -0.0011408508691268613 0.00060528641067050684 -0.00031815845107120467 0.00011517639548301279 -0.00017156171139910836 0.00066668558159357417 -0.0006663592788086405
leaf_weight=0.001909107908454998 0.0010081612627715888 0.0013012235305398514 0.0011716559307686216 0.0010635077470837464 0.0012007843302339607 0.0010305245515409558 0.0013844299609671032 0.0015583712407899455 0.0011339537752483855 0.0014602675910282414 0.0010202405472844447 0.0023602793035344431 0.0011079501677606638 0.0013741001749605075 0.001009296602492161 0.001532037730065384 0.0012486532937137093 0.001471360962643776 0.001209066024355554 0.0010273943757077532 0.0012274622926493626 0.0017297147266042085 0.0012442100604721515 0.0011092716033538281 0.0027417615817704188 0.0018117613841468639 0.0010510028866822785 0.0011425774415805287 0.0055335806032865724 0.0010831895786758087
leaf_count=591 109 175 85 65 213 78 61 205 22 9 270 41 52 102 398 56 25 62 43 56 78 45 107 216 53 22 221 24 402 24
internal_value=0 6.10778e-06 3.88201e-05 6.6272e-05 9.01035e-05 6.42676e-05 8.9551e-05 6.42156e-05 3.71338e-05 6.94808e-05 9.51567e-05 0.000123589 -1.29492e-05 -0.000381325 0.00011512 0.000183877 0.000261467 0.000332964 -0.000103483 -0.000469356 0.000426147 0.000170916 7.63731e-05 0.000172802 -9.13625e-06 0.000237865 -0.000529777 0.000514287 0.00060158 0.000448461
internal_weight=0 0.0452487 0.0433396 0.0420384 0.0408668 0.039666 0.0386354 0.0375719 0.0361875 0.0346291 0.0334952 0.0324749 0.0196565 0.00507083 0.0145857 0.0135764 0.0124684 0.0128185 0.00369673 0.00223646 0.0113471 0.0112198 0.00968772 0.00844351 0.0067138 0.00455352 0.00216027 0.0101196 0.00897705 0.00661677
internal_count=3910 3801 3210 3035 2950 2737 2659 2594 2533 2328 2306 2036 1405 210 1195 797 745 631 108 99 569 720 664 557 512 75 437 491 467 426
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=18
num_cat=0
split_feature=14 44 15 0 16 0 1 132 47 48 12 48 52 12 4 2 0
split_gain=0.000118283 0.000127404 0.00016704 0.0001465 0.000279698 0.000278498 0.000274634 0.000246399 0.000205254 0.000269795 0.000201622 0.000165022 0.000150447 0.000197607 0.000286801 0.000112719 8.8731e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.23821499999999998 -0.10575999999999998 -0.014754999999999999 -0.070894999999999986 0.085990000000000011 0.080815000000000012 0.09585500000000001 0.086870000000000017 0.085325000000000012 0.08734500000000002 0.091210000000000013 -0.023959999999999995 -0.034289999999999994 0.10113500000000002 -0.089879999999999974
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 10 -4 11 9 -8 16 12 13 -7 -15 -14 -5
right_child=-2 -3 3 5 -6 7 8 -9 -10 -11 -12 -13 15 14 -16 -17 -18
leaf_value=0.0014573068473946915 -0.0015185174611706399 -0.0015861127380298074 -0.0021139634614689173 -0.0014292626209731457 0.0023227137432391583 -0.0027462448291200835 0.0026299396237632645 0.0021316084490643396 -0.00098043731684343389 -4.2717631604164875e-05 -0.0026850670726795631 0.001336729209370802 0.0014363601794591533 -0.0017237146490586474 0.0012886180401995729 -0.00060907093022879056 0.00053861751664803167
leaf_weight=0.0019618874868350079 0.0011134697322380252 0.0010061338189046856 0.0010647291306394857 0.0010155743673038037 0.0015554580912897588 0.0011099775746623575 0.0015528155876993743 0.0012127581108550833 0.0014044561821009438 0.0018673182042761027 0.0015748534103971201 0.0013562581115804662 0.0012527837796398877 0.0016059403400522365 0.0012708844835199566 0.0011690966714319462 0.0010420063713712764
leaf_count=291 135 71 145 176 93 57 91 99 70 88 1545 123 60 290 133 83 360
internal_value=0 6.25552e-05 0.000137897 8.82448e-06 0.000535832 -0.00030231 6.38892e-05 0.000145549 0.000544515 0.00117073 -0.00140921 -0.000164642 -0.000482374 -0.00104815 -0.000392967 0.000448984 -0.000432683
internal_weight=0 0.0230229 0.0220168 0.0200549 0.00744478 0.0126101 0.00588932 0.0089777 0.00482459 0.00342013 0.00363243 0.00776494 0.00640868 0.0039868 0.00287682 0.00242188 0.00205758
internal_count=3910 3775 3704 3413 487 2926 394 845 249 179 2081 746 623 480 423 143 536
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=31
num_cat=0
split_feature=481 31 457 457 1213 1429 2 1374 0 0 4 16 15 49 4 16 4 13 15 15 1429 3 2 43 3 52 48 48 4 16
split_gain=0.000668079 0.000744184 0.00065246 0.000934071 0.000637614 0.000640039 0.000506019 0.000568416 0.000586017 0.000729164 0.000772503 0.000572568 0.000552985 0.000536224 0.00104218 0.000597989 0.000619076 0.000557303 0.000523031 0.000492813 0.000465026 0.000399562 0.000392028 0.000374808 0.000344018 0.000276797 0.000273885 0.000201394 0.000304691 0.000191987
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097940000000000013 -0.094679999999999986 -0.23029999999999998 -0.06402999999999999 -0.37626499999999991 -0.083564999999999987 -0.017214999999999998 0.27772500000000006 0.25367000000000006 -0.10486499999999999 -0.51381999999999983 -0.0097449999999999985 -0.10981499999999998 -0.050004999999999994 0.079110000000000014 -0.069414999999999991 0.086915000000000006 -0.012509999999999999 -0.0076499999999999988 -0.021309999999999996 0.099575000000000011 0.091555000000000011 -0.41745999999999994 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -9 11 -11 18 19 14 15 24 -17 27 -10 25 22 -20 -13 -19 -8 -12 -25 28 -18 -16
right_child=-2 2 3 4 5 6 13 8 9 10 12 20 -14 -15 29 16 17 23 21 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00098012636431170992 -0.0011580403271936846 0.00099469070207819951 -0.0012865992333020233 -0.00088465515602039217 -0.00096956127867995625 -0.0010290007485694833 -0.0011529388109932221 0.00080075669308803164 -0.00078189059961976913 -0.00057387210017431449 0.0010740205848149668 -0.0014124311395738145 0.0010504142023937111 -0.00074482064463319122 0.0014006790456205719 -0.00072560017307100205 0.0011643747449836316 0.00070340805341300545 0.00050141470721314909 -0.00051220930466799733 8.3072329930123851e-05 -0.00053678165518942209 -0.00047261223889533675 -0.00084222529548883592 -0.00010026808406962767 0.00010691829830807069 0.00012146552524431473 0.0013577353484603889 0.00014273861828646828 0.00072702673915224449
leaf_weight=0.0016407116847860772 0.0010510962845768903 0.0013067855698931643 0.0012590343313645383 0.0017063677622738129 0.0013274115605194084 0.0012782051317508083 0.0010162367709305453 0.0016652611686964669 0.0014645458773728526 0.001967401160898774 0.0011392147725928226 0.0019782453608676587 0.0022528099537311302 0.001070565544086576 0.0014410320816064803 0.0011018750505940042 0.0011647397441265639 0.0012995428473767676 0.0030369604074080014 0.0015010583883849904 0.0011794529511530705 0.0010619647545605446 0.0017985786461187647 0.0010231318413822495 0.0018742423983173504 0.0014002614809089931 0.0016125014794743375 0.0011516528142252458 0.0013238933878494405 0.0023827017270728343
leaf_count=112 109 47 199 587 166 53 61 31 104 61 31 525 46 32 84 21 11 120 368 15 95 45 337 100 33 42 37 60 165 213
internal_value=0 1.68227e-05 -1.92737e-05 -5.04665e-05 -1.27096e-05 2.49449e-05 5.95156e-05 -8.64772e-05 -2.75536e-05 -0.000101 0.000222951 -0.000355386 0.000472051 0.000252173 0.000321519 0.00010356 0.000294739 0.00044315 -3.45794e-05 0.000149584 -0.000715494 0.000232435 -0.000964876 6.30886e-05 -0.000470367 0.000540763 -0.000252632 0.000854 0.000620889 0.000980903
internal_weight=0 0.0454264 0.0437857 0.0424789 0.0412199 0.0395135 0.0381861 0.021724 0.0204458 0.0187805 0.00826075 0.0105197 0.00629334 0.0164621 0.0153916 0.0115678 0.00867734 0.00757546 0.00556347 0.00404053 0.00495628 0.00409893 0.00377682 0.00393518 0.00289048 0.00253948 0.00263563 0.00364029 0.00248863 0.00382373
internal_count=3910 3801 3689 3642 3443 2856 2690 1753 1700 1669 195 1474 134 937 905 608 514 493 517 88 957 413 862 257 94 73 137 236 176 297
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=31
num_cat=0
split_feature=481 31 457 457 1213 1429 49 457 49 14 1 0 42 1456 484 1 42 2 133 0 40 16 15 1 52 2 13 12 3 3
split_gain=0.000668358 0.000697432 0.000676821 0.00107739 0.00071025 0.000638595 0.000527155 0.000521885 0.000591608 0.00106347 0.000830194 0.000730576 0.000529481 0.00053837 0.00058254 0.00051566 0.000923291 0.000858231 0.000579744 0.000498249 0.000444472 0.000453212 0.000412166 0.000453645 0.000407169 0.000389041 0.00051352 0.00042319 0.000539419 0.000219008
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24167999999999998 0.41137000000000007 -0.029304999999999998 0.077685000000000018 0.085835000000000009 -0.089879999999999974 0.11315500000000002 -1.0000000180025095e-35 0.085815000000000016 0.10752500000000002 -0.089024999999999979 0.075670000000000015 0.10681500000000001 -0.017269999999999997 -0.066359999999999988 -0.43346499999999993 -0.091024999999999981 0.11327500000000001 0.11401500000000002 0.097360000000000016 -0.094129999999999978 0.084100000000000022 -0.023079999999999996 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 10 12 11 -8 13 -10 15 16 -15 -18 24 20 -17 -22 -12 -24 25 27 -27 28 -19 -28
right_child=-2 2 3 4 5 6 7 -9 9 -11 22 -13 -14 14 -16 19 17 18 -20 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00086431040079196165 -0.0010149429110199641 0.00090750865385329823 -0.00097266926700965159 -0.00080972283759938235 -0.0008188151363446879 -0.00080076063504634502 -0.00099529801663417509 -0.00059353552056751885 -0.00074434582961280921 -0.0012859612384727398 0.0011735674423576574 0.00045455406210130129 -0.000727085011355971 -0.0011465680781665094 0.0008327128746894605 -0.00054706741007806367 -0.00079636530869520768 0.00093434190170412271 -0.00071763344728476063 0.001238022768036704 -0.00026958971805304192 0.00059600864018744242 2.7904291945681503e-05 0.0011119496042013197 -0.00037318646178197736 0.0012096770789122282 -9.6892858774654789e-05 -0.00037529306350121515 -0.00021207891151519808 0.0006860165666569011
leaf_weight=0.0016116834841621843 0.0011316286562450531 0.0013325292339096953 0.0020858300932271581 0.0018094334234146072 0.0014680446104585734 0.0011794888135892015 0.0010698894718963459 0.0018227329502238368 0.0011626418534109164 0.0010127429374162658 0.0022896649507311295 0.0013931890023597395 0.0013096532345644998 0.0011968093540431499 0.0021379982514457821 0.001026153328335111 0.0017535612124284236 0.0016589733282073027 0.0010973869008973356 0.0010301782885566713 0.0013737971033149776 0.004513549193868982 0.0018373982230457386 0.0010598960360344023 0.0013931781551086439 0.00183057727861069 0.0012622822401406886 0.0017855965127652196 0.0012554744458874723 0.0012267948608908341
leaf_count=112 109 47 251 587 166 43 53 36 216 83 55 43 219 208 148 48 259 48 158 51 53 142 96 75 82 21 75 292 28 106
internal_value=0 1.12921e-05 -1.90062e-05 -4.70381e-05 -1.02182e-06 3.54259e-05 6.78477e-05 9.5168e-05 0.000130353 4.1579e-05 0.000455595 -0.000175219 9.13468e-05 0.000133045 0.00017461 0.000111809 -3.65659e-05 6.35908e-05 0.000194603 0.000381909 0.00025434 0.000394023 0.000755143 0.000424473 0.000290741 0.000393291 0.000679152 0.000130566 0.000440491 0.000288981
internal_weight=0 0.0469871 0.0453754 0.0440429 0.0419571 0.0401477 0.0386796 0.0375001 0.0356774 0.0280273 0.00765004 0.00246308 0.0270146 0.025705 0.0245423 0.0224043 0.0144606 0.0132638 0.0115103 0.00794368 0.0069135 0.00588735 0.00518696 0.00289729 0.0104129 0.0090197 0.00431965 0.00470004 0.00291445 0.00248908
internal_count=3910 3801 3689 3642 3391 2804 2638 2595 2559 2237 322 96 2154 1935 1719 1571 1277 1069 810 294 243 195 226 171 652 570 202 368 76 181
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=21
num_cat=0
split_feature=1456 2 15 16 484 51 51 457 49 3 12 13 12 2 16 48 2 1 12 12
split_gain=0.000201676 0.000124151 0.000143967 0.000320156 0.000146733 0.000227572 0.000166879 0.000198227 0.000227447 0.00048303 0.000206506 0.000301207 0.000283458 0.000309968 0.000208897 0.000189571 0.000145521 0.000161894 0.000148251 0.000118856
threshold=-1.0000000180025095e-35 0.14578500000000003 0.035895000000000003 -0.083564999999999987 0.042570000000000004 -0.07742499999999998 0.094915000000000013 0.08981500000000002 -0.029304999999999998 -0.083344999999999989 0.051320000000000005 0.0015650000000000002 0.10333000000000002 0.092865000000000017 0.31524000000000002 0.094800000000000009 0.10066500000000002 0.10617500000000001 -0.0089849999999999982 0.093870000000000023
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 19 6 -6 7 8 9 -2 14 12 13 -12 16 -8 18 -18 -10 -4
right_child=1 -3 3 -5 5 -7 15 -9 10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0026551320010515063 0.0044720223005075103 0.0021451396936489767 -0.00095632696862027553 -0.0032116551787389185 -2.7902177107576698e-07 0.0036547428416797258 -0.00014437182666537503 -0.0027515237499679394 -0.00067274456959092604 -0.00063968295944749664 -0.0037739668211178288 -0.0035834807579139816 0.0023143572542278297 0.00055368316278638779 0.0028317880093743568 0.0034189858497564807 -0.0030090531813418107 0.0003692546630806574 0.0024953343642991218 0.0017572095632748836
leaf_weight=0.0010005166378365812 0.0011528797577409211 0.0010243579317787332 0.0012193044942030995 0.0015070545248180847 0.001425060444174342 0.0010819757133079524 0.0011217147023576948 0.0010394065895725788 0.001075591319610214 0.0015849547008117701 0.0011221110786645838 0.0014852871928057315 0.0010179279249294959 0.0012781753425203379 0.0010204029812077575 0.001037633909078739 0.0010391525126944856 0.001009804932344982 0.0010576809000220067 0.0011163279152583971
leaf_count=369 84 177 428 812 179 145 125 95 142 152 334 203 72 169 51 71 63 105 52 82
internal_value=0 9.95802e-05 6.00464e-06 -0.00105254 0.000225288 0.00157714 1.40303e-05 -0.000227656 -2.34098e-05 0.00151281 -0.000439586 -0.00132431 -0.000342652 -0.00146945 0.00039427 0.00156793 -0.000200448 -0.00134409 0.000897996 0.000340622
internal_weight=0 0.0234168 0.0223924 0.00384269 0.0185498 0.00250704 0.0160427 0.0138834 0.012844 0.00273783 0.0101061 0.0049035 0.00341821 0.00240029 0.00520263 0.00215935 0.00418223 0.00204896 0.00213327 0.00233563
internal_count=3910 3541 3364 1322 2042 324 1718 1522 1427 236 1191 778 575 503 413 196 362 168 194 510
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=156 453 31 1213 1429 4 1374 133 42 40 123 133 483 159 38 1374 160 1 49 47 3 3 160 3 16 12 43 40 42 4
split_gain=0.000986032 0.00077025 0.000809167 0.000734594 0.000743454 0.00109203 0.000856348 0.000712943 0.000705041 0.000945393 0.000840248 0.000908761 0.000752811 0.000726237 0.000671542 0.000705846 0.000717406 0.000517082 0.000971022 0.00107395 0.000813701 0.000731809 0.000590005 0.000422487 0.00042046 0.00040016 0.00049575 0.000400145 0.000353652 0.000327394
threshold=-1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.09309000000000002 -0.26719999999999994 -0.10770999999999999 0.028705000000000001 0.083745000000000014 0.10681500000000001 0.088115000000000013 0.10519500000000001 0.083695000000000006 -0.094679999999999986 -0.092169999999999988 0.10752500000000002 -0.085974999999999982 0.089345000000000022 -0.100615 0.094625000000000015 0.031805000000000007 -0.13309499999999996 -0.015314999999999997 0.094045000000000004 -0.15648499999999999 -0.081749999999999975 0.084100000000000022 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 11 12 13 14 15 -10 24 18 20 21 -18 22 25 -19 -17 26 -20 -12 -28 -25
right_child=1 -3 3 4 5 -7 -8 8 10 -11 27 -13 -14 -15 -16 16 17 23 19 -21 -22 -23 -24 29 -26 -27 28 -29 -30 -31
leaf_value=-0.0013460049543152243 0.00090712156556147904 -0.0011561193013183112 -0.00082416476607897094 -0.00099016944960392391 -0.0010315320047067588 0.001346047839200917 -0.0012064712170379707 -0.00095398299942500697 -0.00057254336708742134 0.00058400590865022306 0.00019988050958903936 -0.00094836401778810447 -0.00086087978651394126 -0.00087659499435518171 -0.00064205215347396276 -0.0010671843151297529 0.00026225829312573486 5.4506135609195588e-05 0.0010729049412638515 -0.00058508995820114376 -0.0012130457006939758 0.0010229249230574308 0.00083171177046224842 0.00017984563149873428 0.00011928059326373963 -0.0006208942498909097 0.00024728365247880595 0.0012704974803132369 -0.00059292794897649324 0.00095961181529449877
leaf_weight=0.0010086558487257249 0.0017999087208404587 0.0010278145583839651 0.0019365749885237307 0.0012804323677959575 0.0010876288447272666 0.0011476641377957666 0.0010138497676583915 0.0024874375176067156 0.0018393641025653542 0.0010213141058557085 0.0010354561414694929 0.001520438771759002 0.0013779197114840427 0.0011951088806948498 0.0016616403962022011 0.001054396323750928 0.0012809830743663042 0.0017513881810771181 0.0011030694748725978 0.0019583738938155895 0.0014370119494966352 0.0034023880556439687 0.0028989231005973623 0.0012180644414687691 0.0011114615131990737 0.0011233362904403688 0.0048824513772498523 0.0016247445962467846 0.0011147014763284169 0.0048967791770859748
leaf_count=197 112 36 591 146 204 161 57 151 53 7 72 394 189 161 53 135 18 39 15 80 68 57 101 36 71 87 290 74 137 118
internal_value=0 -2.46869e-06 2.06619e-05 -1.15955e-05 2.15146e-05 4.95255e-05 1.65315e-05 4.46581e-05 7.18809e-05 -0.000506311 0.000123257 7.04893e-05 0.000114364 0.00015397 0.000191595 0.000236175 0.00028706 0.000346703 0.000227634 0.000350541 -0.000517739 0.000476692 0.000309598 0.000637349 -0.000458322 0.000125545 0.00024364 0.000853771 9.1112e-05 0.000804284
internal_weight=0 0.0522906 0.0512628 0.0494629 0.0475263 0.0462459 0.0450982 0.0440844 0.0429968 0.00350875 0.039488 0.0368278 0.0353074 0.0339294 0.0327343 0.0310727 0.0292333 0.0270675 0.0192012 0.0164832 0.002718 0.0145249 0.0111225 0.00786623 0.00216586 0.00822356 0.00710022 0.0026602 0.00599715 0.00611484
internal_count=3910 3713 3677 3565 2974 2828 2667 2610 2406 158 2248 2102 1708 1519 1358 1305 1252 1046 853 767 86 687 630 193 206 529 442 146 427 154
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=20
num_cat=0
split_feature=9 2 2 123 13 16 2 3 15 160 1 2 160 52 52 15 1 1 16
split_gain=0.000131806 0.000214818 0.000197306 0.000231499 0.000168263 0.000289243 0.000210029 0.000202554 0.000253891 0.000287145 0.000199063 0.000162072 0.000236102 0.000266999 0.000294524 0.000181194 0.000136414 0.000123785 6.25942e-05
threshold=-0.016839999999999997 -0.14847999999999997 0.097940000000000013 0.08363000000000001 0.043015000000000005 0.070590000000000014 0.084925000000000014 0.090325000000000003 -0.0039399999999999991 0.031805000000000007 0.13735000000000003 0.10113500000000002 0.084100000000000022 0.10701500000000001 0.15091000000000002 -0.16430499999999995 0.076710000000000014 0.10937500000000001 -0.091624999999999984
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 11 5 7 10 8 9 -3 -6 -4 13 15 -15 -13 -10 18 -17
right_child=1 2 3 -5 6 -7 -8 -9 16 -11 -12 12 -14 14 -16 17 -18 -19 -20
leaf_value=0.0016808487377447637 0.0018870361256953139 -0.0036194537831595159 0.0017504829357633555 0.0024857155919154762 -0.0020220970191309664 -0.0027481768840627095 0.0019099713048210541 0.0009597655183877597 -0.0012001764155653608 -0.00042999372763949172 0.00088874485819386744 0.00026452631488091595 0.0016617311723691368 0.002578092390367397 -0.00088465949659482482 -0.0017023955385158287 0.0011129004688301045 -0.00054076670404387716 -0.0033779440581352283
leaf_weight=0.0010294387708623112 0.0012211389992788915 0.0013352924335221219 0.0011523087765351612 0.0010144353368900664 0.0011251835881275216 0.0017314203033469422 0.0012021495820884742 0.0016129015391714852 0.0010430715378114139 0.0013019092828966961 0.0010707936280596186 0.0013208688597632374 0.001347343620414887 0.0011088933472431783 0.0011883359578261365 0.0010231679269610012 0.0013874188389644826 0.0010827574051134325 0.0010601951888054538
leaf_count=121 97 572 105 170 94 285 178 76 716 163 16 97 129 79 115 74 422 130 271
internal_value=0 -8.60759e-05 -0.000195059 0.000293829 -0.000621364 -0.000987979 0.000286188 -0.000531786 -0.0010065 -0.00204491 -0.000602724 5.43249e-05 -0.000186035 -0.000553 0.000786842 -0.00123897 0.000120218 -0.00186621 -0.00255506
internal_weight=0 0.0233296 0.0221084 0.0102983 0.0118101 0.00841201 0.00339813 0.00668059 0.00506769 0.0026372 0.00219598 0.00928387 0.00813156 0.00678422 0.00229723 0.00448699 0.00243049 0.00316612 0.00208336
internal_count=3910 3789 3692 1170 2522 2234 288 1949 1873 735 110 1000 895 766 194 572 1138 475 345
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=1429 403 31 403 1374 457 457 447 48 484 13 457 52 52 1 9 160 133 2 13 0 0 42 2 3 16 16 160 2 43
split_gain=0.000753228 0.000727696 0.000574303 0.000490854 0.000483119 0.000535854 0.000532099 0.000542181 0.000571326 0.000589058 0.000692728 0.000602775 0.000870686 0.000639677 0.000612994 0.0011007 0.000565106 0.000561776 0.000469632 0.000754062 0.000439547 0.000657117 0.000507058 0.000442322 0.000414843 0.000417446 0.000881542 0.000401633 0.000370945 0.000286479
threshold=-1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 -0.088854999999999976 0.09309000000000002 -0.15747999999999998 -0.0034949999999999994 0.089095000000000021 -0.04689999999999999 -0.0043499999999999988 -0.5337599999999999 0.41137000000000007 -0.048794999999999991 -0.088354999999999989 0.13662500000000002 0.081505000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12068000000000001 -0.083514999999999992 -0.017269999999999997 -0.053834999999999994 0.085195000000000007 0.096970000000000015 0.086245000000000016 -0.25582999999999995 -1.0000000180025095e-35 -0.24154499999999998 0.11203000000000002 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8 28 -11 12 13 20 15 16 27 -18 19 -19 21 22 23 -12 25 -21 29 -14 -10 -27
right_child=1 -3 3 4 -6 6 7 -9 9 10 11 -13 14 -15 -16 -17 17 18 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00092289712793132916 0.0007990193662681459 -0.00097981615434458301 -0.00076535254980265302 0.00098971243987803982 -0.00085743940476048499 -0.00080622782002008815 -0.00072869824963891171 0.00098039246919498046 -0.0010932770974300967 -0.00079216275970831851 -0.0007456841025066936 -0.00057273973530124302 -3.9793107083039596e-05 0.00099362642114382517 0.00077079006989208857 -0.0010788526882689639 -0.00064959536431220821 0.0007738900031963303 -0.00035828640823629707 0.00056509057147099138 0.00085917710875490398 -0.00084821873672661925 0.00076439192194558282 0.0004598458076768274 0.00086741622138016027 -0.00031172313846309876 0.00031703015906941345 -0.0010259611769376496 -3.7023462273384056e-05 -0.0012444498859762096
leaf_weight=0.0015107425886157202 0.0017161914464924868 0.0012265098152402778 0.0013401540310126183 0.0010680349812055559 0.0010079914312655083 0.0012458341691011779 0.0015995434521016696 0.0011062405817687795 0.001164226282669433 0.0013950744395465611 0.0010482951236514548 0.0018636896847468156 0.0016966596943543966 0.0032869157436297147 0.0018615006861777963 0.0015765892307197929 0.0013153362649043774 0.0045264707269083724 0.0018876099986844261 0.0015202288832796293 0.0017786126690992887 0.0010247713819335758 0.0022368860061980911 0.0010717679535581226 0.0010256595323170359 0.001061398890750632 0.0024842333810504132 0.0012480328078152683 0.0011515650569358105 0.001247014107787825
leaf_count=181 108 307 510 37 66 206 76 96 320 32 79 32 268 164 87 65 424 69 52 26 80 50 108 74 13 44 42 147 62 85
internal_value=0 2.3457e-05 4.98877e-05 2.12159e-05 4.54485e-05 6.68666e-05 4.3073e-05 6.94078e-05 4.36153e-05 7.6582e-05 0.000119043 0.000156696 0.000199314 0.000511703 4.71698e-05 -2.15934e-05 7.09451e-05 0.000174268 0.000253064 0.000350324 0.000290478 0.000102528 0.000326148 -0.000136245 8.90653e-05 -3.73943e-05 -0.000228503 -0.000457755 -0.000568038 -0.000815586
internal_weight=0 0.047783 0.0465565 0.0448403 0.0435002 0.0424922 0.0414242 0.0401783 0.0390721 0.0374725 0.0351567 0.0337617 0.031898 0.0104472 0.0214507 0.0195892 0.0180126 0.015068 0.0137526 0.011865 0.00716033 0.00538172 0.00435695 0.00212006 0.00733853 0.00631288 0.00479265 0.00294469 0.00231579 0.00230841
internal_count=3910 3729 3422 3314 2804 2738 2701 2495 2399 2323 1941 1909 1877 555 1322 1235 1170 755 331 279 391 311 261 153 210 197 171 415 382 129
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=19
num_cat=0
split_feature=44 15 16 15 0 2 16 52 42 42 3 13 15 4 43 48 13 4
split_gain=0.000124546 0.000149469 0.000203799 0.000139312 0.000132989 0.000236501 0.000293426 0.000247301 0.000214405 0.000173847 0.000308318 0.000296336 0.000306555 0.00023763 0.000242921 0.000235043 0.000138673 0.000134652
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 -0.11739999999999999 -0.10575999999999998 0.079395000000000007 -0.19424999999999998 -0.014099999999999998 0.10138000000000001 -1.0000000180025095e-35 0.0048550000000000008 0.11596500000000001 -0.03231499999999999 -0.029114999999999999 -0.083684999999999996 0.086065000000000016 -0.11267999999999999 0.0057500000000000008
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 -3 5 -5 -7 17 9 10 -6 12 15 14 -14 -11 -16 -8
right_child=-2 3 -4 4 8 6 7 -9 -10 11 -12 -13 13 -15 16 -17 -18 -19
leaf_value=0.0019098709760562483 -0.0015459101123000123 -0.0016701730720766893 -0.00038835106331433348 0.0023257057862386861 -0.002513864407752156 -0.0016054346458698695 -0.00075778407520268746 0.0024777880126347082 -0.002143642813033881 5.7695264572672387e-05 0.0007326516720000839 0.0024323091120533207 0.0015895806048854821 -0.0027010423460239819 -7.5125768644700811e-06 0.0026530215929798499 -0.0019510516588695864 0.0012369998611023638
leaf_weight=0.0018555487139517018 0.001009179548209004 0.0010485313116802243 0.0013134522539798429 0.0011791493363393314 0.0013935000776110701 0.0014426758546515206 0.0017065011932790863 0.0011620611476275133 0.0011090094941793869 0.0018321361203750544 0.0010025210114577021 0.0010454561711590324 0.0010270129200398159 0.0010142385050162604 0.0015361032380510889 0.0011211263875994248 0.0013973711159331326 0.0011152839564232409
leaf_count=247 71 154 165 46 858 157 148 79 346 369 21 25 97 295 49 136 618 29
internal_value=0 5.60803e-05 0.000957329 -8.57816e-05 1.26884e-06 0.000513501 0.000119721 0.000744453 -0.000269889 -8.7118e-05 -0.00115549 0.00019815 -9.64667e-05 -0.00077288 -0.000279098 0.00104294 -0.000933324 3.06355e-05
internal_weight=0 0.0233017 0.003169 0.0201327 0.0190841 0.00660567 0.00542652 0.00398385 0.0124785 0.0113695 0.00239602 0.00897344 0.00792799 0.00497473 0.00396049 0.00295326 0.00293347 0.00282179
internal_count=3910 3839 412 3427 3273 459 413 256 2814 2468 879 1589 1564 1059 764 505 667 177
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=19
num_cat=0
split_feature=14 4 0 1 157 16 12 52 0 2 3 151 12 3 16 12 1 0
split_gain=0.000123578 0.000102966 0.000231496 0.000230445 0.000239217 0.000231042 0.000372643 0.000390956 0.000282956 0.00027244 0.000258642 0.000193745 0.000165165 0.000232453 0.000145378 0.0001183 0.000147236 0.000105791
threshold=0.073890000000000011 -0.51381999999999983 0.048950000000000007 1.0000000180025095e-35 -0.077044999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.18817999999999999 -0.15713499999999997 0.114165 0.11818000000000002 -0.0088999999999999982 0.08401500000000002 -0.084129999999999996 -0.008069999999999999 0.10297500000000001 0.10203000000000002 -0.084304999999999977
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 12 -5 8 -7 -8 10 15 11 -6 -3 -14 -4 16 -10 -15
right_child=-2 2 14 4 5 6 7 -9 9 -11 -12 -13 13 17 -16 -17 -18 -19
leaf_value=-0.0013558360086289615 -0.0017035580417675076 -0.0028372187915988471 0.00017231372646025426 0.0020705252760972849 -0.00092610910962292949 0.00096496899174861191 0.00043353171508396813 -0.0033592078979297092 0.0012556139674489131 0.0037474259704159294 -0.0025452527100273958 0.0019440555201355389 -0.0023339680254765016 -0.00061830667384898236 0.002564673570660024 0.0022018249901655487 -0.0013184456106619918 0.0017235823205674977
leaf_weight=0.0012597659903834648 0.0010829723490652912 0.001073929828084407 0.0011622819793395966 0.0016913140113383749 0.0013213159633238547 0.0018438199745269834 0.0011359784508933046 0.0019277430519755714 0.0013018081744367027 0.0010241394077168259 0.0011262565250440559 0.0011629230170488464 0.0011695056991329784 0.0010287940150037027 0.0015709198819733308 0.0010034817157972276 0.0010605130225252446 0.0010007969837889166
leaf_count=80 135 273 58 172 62 145 93 309 304 161 68 67 655 456 161 68 134 509
internal_value=0 6.93438e-05 0.000152443 -4.95738e-05 0.000257009 1.93862e-05 -0.000856636 -0.00195292 0.000556746 0.00143139 -0.000506718 0.000417474 -0.00109705 -0.000512877 0.00154733 0.000726671 0.000100046 0.000536485
internal_weight=0 0.0228653 0.0216055 0.0188723 0.0145993 0.012908 0.00490754 0.00306372 0.00800044 0.00438994 0.0036105 0.00248424 0.00427303 0.0031991 0.0027332 0.0033658 0.00236232 0.00202959
internal_count=3910 3775 3695 3476 1583 1411 547 402 864 667 197 129 1893 1620 219 506 438 965
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=30
num_cat=0
split_feature=1429 1213 160 1374 1374 133 1132 475 106 150 484 0 0 3 52 12 3 132 52 13 4 48 0 47 2 43 4 0 4
split_gain=0.000653687 0.000560614 0.000505013 0.000434785 0.000462318 0.000496895 0.000461431 0.000459189 0.000404606 0.000480618 0.00050694 0.000566293 0.000761555 0.000647834 0.00055845 0.000414607 0.000459513 0.00040254 0.000484305 0.000461911 0.000426554 0.000390009 0.000348427 0.000282486 0.000222025 0.000219049 0.000344884 0.000131463 9.79041e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 0.089520000000000016 0.10681500000000001 -1.0000000180025095e-35 -0.08459499999999999 0.087390000000000009 0.084800000000000014 -0.0043499999999999988 -0.076099999999999987 -0.10575999999999998 -0.084129999999999996 0.086040000000000019 0.084100000000000022 -0.13927999999999999 0.080815000000000012 0.11588000000000002 -0.089189999999999978 -0.37626499999999991 0.085265000000000021 -0.08824499999999999 0.096300000000000011 0.083795000000000022 0.0041500000000000009 0.08734500000000002 -0.18901999999999997 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -9 12 14 -14 21 28 -17 18 19 -13 -21 23 -15 24 -12 26 -22 -23 -11
right_child=1 2 3 4 -6 -7 7 8 -10 15 11 17 13 22 -16 16 -18 -19 -20 20 25 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0012205967636901363 -0.00095044034855713301 -0.00092106366196886022 -0.00073184169432298279 -0.00083920158924891022 -0.00093641161032648407 -0.00071665582242239631 -0.00061016688323678957 -0.00063274836817444691 -0.00068270176664029397 0.00096156323303778397 0.0015594039782406007 0.0012842739963112972 -0.0015279622990973466 -0.00063680089415971901 -0.00066469095460564226 0.0011130332187029104 -0.00018238277943588744 0.0014430729796502634 -0.00057294790242837018 -0.00029642720672811411 0.0004271209559407208 -0.00042836761964430497 0.00044724446869294396 0.0001652704018977186 0.00069709978544664215 1.88089777542184e-05 0.0015727614426099407 0.00037905791289817944 0.001608662706216677
leaf_weight=0.0011319631835131619 0.001484622646632571 0.0013179489451710094 0.0015840951152661367 0.0010594472512384647 0.0010216695069136241 0.0015882414315299678 0.0015613042836788152 0.0016712226725240633 0.0010779972097711968 0.0014123957010827573 0.0013490827391180365 0.0018824992929571413 0.0011485386569233718 0.0015844701429783186 0.0011806671097813748 0.0011942682452001918 0.0017418104177138183 0.0012102354603289464 0.0010468221166615166 0.0017448375817537007 0.0016703175816172953 0.0010711597223149738 0.0014871646663357123 0.00126219451685472 0.0018078701399830699 0.0010052838429608357 0.0011465836489475967 0.0010171989496168266 0.001058168373625934
leaf_count=181 592 258 68 24 73 430 216 366 57 88 23 52 273 165 43 28 73 55 56 49 119 32 203 22 125 52 42 68 77
internal_value=0 1.91966e-05 5.71758e-05 9.24157e-05 0.00012972 0.000161775 0.000204847 0.00024015 0.000284744 0.000321091 0.000220778 0.000286771 5.1711e-05 -0.000497323 0.000353086 0.000753134 0.000344536 0.000575151 0.000451523 0.000595483 0.000362567 0.000537742 -0.000111949 0.000808444 0.00106559 0.0006634 0.000893439 -3.50863e-05 0.00123872
internal_weight=0 0.0393881 0.0379035 0.0365855 0.0350015 0.0339798 0.0323915 0.0313321 0.0297708 0.0286928 0.0232861 0.0216149 0.0119083 0.00422017 0.00768817 0.00540664 0.00293608 0.00970658 0.00849634 0.00744952 0.00556702 0.00650751 0.00307163 0.00441915 0.00315695 0.00382219 0.0028169 0.00208836 0.00247056
internal_count=3910 3729 3137 2879 2811 2738 2308 2284 2068 2011 1745 1379 954 641 313 266 101 425 370 314 262 270 368 170 148 213 161 100 165
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=18
num_cat=0
split_feature=484 159 43 0 15 42 2 0 1 474 0 2 3 43 4 3 1
split_gain=0.000109299 0.000142722 0.000207318 0.000191032 0.000223054 0.000462046 0.000191006 0.000228726 0.000161412 0.000237266 0.00022778 0.000588851 0.000340223 0.000223868 0.000218656 0.000210227 0.000272294
threshold=-0.0043499999999999988 -0.034019999999999988 0.18078000000000002 0.024745000000000003 0.024640000000000006 0.08401500000000002 0.11085000000000002 0.15480500000000005 1.0000000180025095e-35 0.084655000000000022 -0.15007499999999999 0.087995000000000004 0.12046500000000002 -0.078644999999999979 0.015635000000000003 -0.075954999999999981 0.099595000000000017
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 8 -6 7 -5 13 10 12 15 14 -3 -10 -12 -17
right_child=1 2 -4 6 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=-0.0013944852324059411 -0.0017111161254897552 -0.0028757909890169452 -0.0022418763182606382 0.0019767313619623202 -0.0030678462521615225 0.0016484496138349804 0.0034965757524757822 -0.0013685156186157594 -0.0013213178232408119 0.0032335409925446047 -0.0015525379508860096 0.004068323477016157 -0.0035003498347882934 0.0006699320191266093 0.0018851412635882494 -0.0013265845618858358 0.0023924798045660287
leaf_weight=0.0017015086699155016 0.0013193470709200452 0.0010686372864079918 0.0010503290888268296 0.0016971114204469831 0.0018381580423937746 0.0010442541230547275 0.0010763369594120054 0.0010673619974195248 0.0013144704133476433 0.0010469498651888296 0.0016795349671632183 0.0015633576622443579 0.0010128648315452793 0.0012255493657940689 0.0014165646611261629 0.001008973452625744 0.0016853566241630813
leaf_count=612 253 331 229 171 588 505 67 44 54 140 137 238 53 223 90 51 124
internal_value=0 9.47447e-05 0.000209314 0.000339701 6.60204e-05 -0.0013592 0.001473 0.000685133 0.000381487 0.000672997 0.000396091 0.00108576 -0.000697612 -0.000981674 0.000341845 1.96968e-05 0.000999764
internal_weight=0 0.0221152 0.0207958 0.0197455 0.0159047 0.00288241 0.00384081 0.00276447 0.0130223 0.0107281 0.00968112 0.00593722 0.0037439 0.00229419 0.00273104 0.00437387 0.00269433
internal_count=3910 3298 3045 2816 2534 1093 282 215 1441 887 747 550 197 554 144 312 175
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=31
num_cat=0
split_feature=52 1213 151 480 1456 1374 133 1132 1 14 42 49 1 0 457 42 48 13 1 43 16 16 4 16 13 15 3 15 13 42
split_gain=0.000724351 0.0007675 0.00054559 0.00056691 0.000446083 0.000459103 0.000414211 0.000462292 0.000488488 0.000910271 0.000591423 0.000447591 0.000639117 0.000500058 0.000728184 0.000564689 0.000556668 0.000555077 0.000558545 0.000498184 0.000455267 0.000417016 0.000385634 0.000353995 0.000520843 0.000317818 0.000288666 0.000274989 0.000268974 3.55353e-05
threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.40391999999999995 0.086640000000000009 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 0.13662500000000002 0.073890000000000011 -0.10770999999999999 -0.084934999999999997 0.10871500000000002 -0.070894999999999986 0.069705000000000003 0.10269500000000001 0.081315000000000012 -0.14819499999999997 0.11215000000000001 -0.072649999999999978 -0.52488999999999997 -0.094359999999999986 -0.0031049999999999997 0.22945500000000005 0.025140000000000006 -0.050004999999999994 -0.032959999999999996 -0.10071499999999999 0.16421000000000002 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 9 10 -9 12 21 14 15 16 17 -13 22 28 -18 -12 26 24 -21 -10 -19 -24 29 -15
right_child=1 2 3 -5 5 6 -8 8 25 -11 11 13 -14 19 -16 -17 20 18 -20 23 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010335221320380149 -0.000963818626624996 -0.00090273486146299922 -0.00059742843360286997 -0.00078595513538874033 -0.00058948309272532549 -0.00062641367175247974 -0.00054158042110608647 -0.00070816187294863114 0.0014285706835101459 -0.0010424791968017618 0.00014345723352667019 0.0013122991673253058 0.00081010173139509144 0.0014262173330221797 0.001018574300709042 -0.00094330624508903618 0.00028763353471107509 -7.4015923575381241e-05 0.0010930321989209117 0.0010075733396908955 -0.00099530513333471625 -0.00090179654848210485 4.8433514809324295e-05 -0.0003956539890911969 -0.00021176354692190995 0.0003338873759070886 0.00093175553267565926 -0.00085001782618763198 0.00038788657245688571 0.0011136005230054985
leaf_weight=0.0013736851424348542 0.0015504629794501892 0.0011615223799630306 0.0016545491385641089 0.001444242057194566 0.0015814945104519742 0.0012243936576515893 0.0014725030831190802 0.0012011069544201605 0.001166291065400199 0.0011217830452862057 0.0014076705807850587 0.0010951868833455293 0.0011479941731664667 0.0012134556659784135 0.0019933668604084085 0.0010004903650222561 0.0010061063648834079 0.0011452273279777183 0.0011899271088776642 0.0019835816401920885 0.0012850451014487091 0.0017427133635612426 0.0015745112907521452 0.0010373284078042389 0.0011172136202404204 0.0010093252406493383 0.0011841074761145265 0.0012441715402766755 0.0010123942950528431 0.0019084979950444447
leaf_count=353 584 71 276 228 55 24 369 107 141 66 38 39 39 58 124 62 26 447 48 80 160 94 55 53 41 39 25 134 17 57
internal_value=0 2.13803e-05 6.12359e-05 9.13632e-05 0.000126835 0.000162012 0.000198598 0.000233743 0.000269099 0.000217756 0.000271124 0.000317635 -0.000102281 0.000403624 0.000225824 7.84795e-05 0.000183607 0.000373337 0.000211086 0.000676974 -0.000431932 -0.000434751 7.23089e-06 0.00032662 0.000568247 0.000920718 0.000437264 -0.000348144 0.00102765 0.00123511
internal_weight=0 0.0398767 0.0383262 0.0371647 0.0357204 0.0340659 0.0324844 0.0310119 0.0297875 0.0276119 0.0264901 0.025289 0.00429838 0.0209906 0.0127181 0.0107248 0.00972428 0.00743313 0.00633794 0.00827247 0.00229115 0.00315038 0.00514802 0.00413812 0.0031008 0.00217562 0.00232933 0.00281868 0.00413435 0.00312195
internal_count=3910 3557 2973 2902 2674 2398 2343 1974 1950 1770 1704 1597 171 1426 1120 996 934 748 709 306 186 132 661 174 121 180 472 189 132 115
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=17
num_cat=0
split_feature=52 376 52 51 42 50 15 47 43 42 43 4 2 1 16 16
split_gain=0.000120481 0.000174724 0.000161628 0.000159715 0.000300234 0.000258284 0.000190129 0.000222728 0.00019848 0.000216454 0.000204265 0.000204293 0.000189645 0.000145345 0.000490431 0.000161906
threshold=-0.27466499999999994 0.088415000000000007 -0.15154999999999999 -0.07742499999999998 -0.0060199999999999993 0.10424500000000002 -0.26361999999999991 0.09252500000000001 -0.18906999999999999 0.085330000000000003 -0.047174999999999988 -0.23071499999999998 0.083585000000000007 0.094695000000000015 -0.095609999999999987 -0.095109999999999986
decision_type=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 -8 10 -10 -12 -11 15 -15 -13
right_child=1 -3 3 4 5 -7 7 -9 9 12 11 13 -14 14 -16 -17
leaf_value=-0.0011662511792394853 0.0017453286395227264 0.0020503397245746221 -0.001416124470744346 -0.0020460629298660726 0.0020677671514070001 -0.0019798193095261489 0.0022390912758016874 -0.0014050067250779535 0.0023430252950186275 0.00029611728022467315 -0.0015489706207610216 0.0011642839627606632 -0.0026670581449264332 -0.00083281778758730269 0.0035896849452072056 -0.0008938192233941464
leaf_weight=0.0019299841043884927 0.0011662074989015015 0.0010159210536996302 0.0019572714741003519 0.0014771208558268236 0.0014420397364661797 0.0011469019322559162 0.0013006093402481165 0.0017158875550348238 0.001294769520970851 0.001009171989707792 0.0012144783390688474 0.0016009604142532829 0.0010084187650384879 0.0010829030264878359 0.0012750999077311143 0.0020175642093443018
leaf_count=425 143 76 372 856 198 277 53 152 175 224 32 69 585 83 63 127
internal_value=0 9.36538e-05 -2.33346e-06 -0.000106622 3.91222e-05 0.000230326 0.000399745 0.000221832 0.000458318 0.000237808 0.000576078 0.000257932 -0.00118492 0.000625109 0.00155867 1.67568e-05
internal_weight=0 0.0217253 0.0207094 0.0195432 0.0175859 0.0161088 0.0149619 0.0135199 0.011804 0.0105034 0.00848578 0.00719101 0.00201759 0.00597653 0.002358 0.00361852
internal_count=3910 3485 3409 3266 2894 2038 1761 1563 1411 1358 549 374 809 342 146 196
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=31
num_cat=0
split_feature=1429 1213 1374 160 1374 150 484 15 11 13 3 457 48 133 123 1 49 133 15 52 160 0 16 159 4 16 0 3 3 47
split_gain=0.000604115 0.000650138 0.000615052 0.000573522 0.000574032 0.000632658 0.000627966 0.000604988 0.000825321 0.000626527 0.000546203 0.000447776 0.000692373 0.00043842 0.0004789 0.000434749 0.000384487 0.000357166 0.000385251 0.000422003 0.000542879 0.000352538 0.000333041 0.000325828 0.000312084 0.000626142 0.000682567 0.000256786 0.000212785 0.000536621
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.40446999999999994 0.090240000000000015 0.08486500000000001 -0.0043499999999999988 -0.26361999999999991 0.08776500000000001 -0.5337599999999999 0.096385000000000012 0.084485000000000018 0.099240000000000009 0.10681500000000001 0.085810000000000011 0.12864500000000004 0.090775000000000008 0.083815000000000014 0.041585000000000004 -0.060039999999999989 -0.025614999999999995 -0.074249999999999997 -0.15168999999999996 -0.077344999999999983 0.40812500000000007 -0.094359999999999986 -0.089879999999999974 -0.046444999999999993 -0.10315499999999998 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 9 -9 24 12 13 14 15 16 17 18 19 20 -11 -14 -20 -5 25 -7 -27 -19 -21 -30
right_child=1 2 3 4 -6 10 7 8 -10 11 -12 -13 21 -15 -16 -17 -18 27 22 28 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001140883794720134 -0.0010289807904154294 -0.00091682363648537535 -0.00098097975136274621 -0.00035373272809576483 -0.0010352768440055357 0.0010971632957216665 0.00071355393042512791 -0.0010983517519384776 -0.00138893272920912 0.0012729061458072067 0.0011327944021085926 -0.00073633200149195318 0.0001949066864679872 -0.00096083464956712072 -0.00076217054642866268 0.00068456785097982336 -0.00078752482710278356 0.00011215809024472465 -6.0453284013681827e-05 0.0003588112161486425 -9.3416139463413055e-05 0.0013010968016249605 -0.00098368241844464552 -0.0014569751226196875 -0.00050148343790746934 -0.00097322972025134125 0.00064944640701817245 0.001070273690797629 6.55128928097942e-05 -0.0011419155638619095
leaf_weight=0.0014160073446203283 0.001807984122992711 0.002038222219560736 0.00149543474684699 0.0012666776239853295 0.0012417517159715166 0.0014569527895442747 0.0020112629113428404 0.0011810876539826111 0.0010376708626553812 0.0012993015368749639 0.0015737456584812293 0.0016788026041609774 0.0011679177247652106 0.0010548536918858478 0.0015800796649951812 0.0021748817524582789 0.0012460820926710201 0.001240996219467938 0.00190598484912029 0.0014956390657232532 0.0011758028186732439 0.0012835652525819965 0.0014681820790612534 0.0010304179472908062 0.0011944792274547478 0.0010636352415493988 0.0011398826796127351 0.0011383544924674647 0.0026458978286763128 0.0011086109883308715
leaf_count=181 592 68 258 202 69 47 234 24 68 36 81 72 91 303 26 32 195 99 30 20 83 61 354 307 30 55 111 48 88 45
internal_value=0 -0.000173816 -0.000136466 -9.60539e-05 -6.11025e-05 -2.80698e-05 -0.000116431 -5.61371e-05 -0.000115945 -6.27799e-05 0.000386916 -1.10958e-05 4.42812e-05 -4.73058e-05 4.83968e-06 7.65531e-05 -1.32516e-05 5.83282e-05 -5.14753e-05 0.000127906 0.000623832 0.000774094 -0.000462173 -0.000848619 0.000145137 0.000356142 -0.000133817 0.00057055 -0.000105892 -0.00029101
internal_weight=0 0.0432042 0.0413962 0.039358 0.0378625 0.0366208 0.0301921 0.027895 0.0258837 0.024846 0.0064287 0.023665 0.0219862 0.0195347 0.0184798 0.0168997 0.0147249 0.0134788 0.0110994 0.00772525 0.0024751 0.00245148 0.00337417 0.0022971 0.00485495 0.00366047 0.00220352 0.00237935 0.00525015 0.00375451
internal_count=3910 3729 3137 3069 2811 2742 2418 1909 1675 1607 324 1583 1511 1359 1056 1030 998 803 656 272 119 152 384 509 243 213 166 147 153 133
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=17
num_cat=0
split_feature=14 147 484 11 3 2 457 0 2 3 16 4 1 13 2 2
split_gain=0.000112979 0.000118155 0.000220915 0.000173349 0.000269895 0.000212291 0.000174045 0.000175753 0.000465895 0.000213714 0.000168172 0.000253474 0.000146095 0.000186013 0.000123212 0.000265436
threshold=0.073890000000000011 0.089245000000000005 -0.0043499999999999988 0.088315000000000018 -0.12008499999999998 0.106035 -0.0034949999999999994 -0.10575999999999998 0.11203000000000002 -0.078669999999999976 -0.094359999999999986 0.18622000000000002 0.099595000000000017 -0.057284999999999996 0.093815000000000009 0.10066500000000002
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 -4 -6 8 10 -9 11 -8 14 -14 -11 -16
right_child=-2 -3 3 -5 6 -7 7 9 -10 12 -12 -13 13 -15 15 -17
leaf_value=-0.0017902445303629904 -0.0014862327940036437 0.0014568856908070134 0.00038451154722755811 -0.0017868105514018502 -0.0017496898754467143 0.0028964520705350898 -0.00081654380594446783 -0.0016870061182165104 -0.001332883984122814 -0.0015156792595118769 0.0026911828757893688 0.0020649500357720388 0.002214986491008041 -0.0001637540028315906 0.0017080862117931114 -0.0014816822904893646
leaf_weight=0.0014337351293358591 0.0010808226694470615 0.0012200676877848196 0.0016509408224418777 0.0010001416719624947 0.0011905328139343299 0.0012954434823662098 0.0011720927100143386 0.0019360766187061741 0.0017286645368420894 0.0015983084986067536 0.0016414160732699462 0.0015035008629011859 0.0012370151028167284 0.0016623554843253063 0.0011674588950394693 0.0010868066747480865
leaf_count=567 135 152 99 110 180 72 54 1255 119 304 91 89 178 171 128 206
internal_value=0 5.11148e-05 -2.9391e-05 9.76599e-05 0.000197537 0.00148894 -4.14058e-05 9.66293e-05 0.000704773 -0.000326556 0.00152071 0.000802659 6.35446e-05 0.000851135 -0.00052918 0.000170263
internal_weight=0 0.0225246 0.0213045 0.0198708 0.0188706 0.00294638 0.0159242 0.0147337 0.00604567 0.00868802 0.00431701 0.00267559 0.00675194 0.00289937 0.00385257 0.00225427
internal_count=3910 3775 3623 3056 2946 171 2775 2595 353 2242 234 143 987 349 638 334
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=31
num_cat=0
split_feature=52 403 160 1374 1374 150 3 1456 41 133 123 124 151 151 48 13 52 2 16 52 2 2 16 52 4 16 0 0 4 0
split_gain=0.000531805 0.00047742 0.000460039 0.000441697 0.00037968 0.000503044 0.000466138 0.00039338 0.000375931 0.000474889 0.000439563 0.000577284 0.000343836 0.000455651 0.000567228 0.00045087 0.000654907 0.000587784 0.000500723 0.00055581 0.000415944 0.000410501 0.000494239 0.000264681 0.000260794 0.000692866 0.000888228 0.000248192 0.000240661 0.000219611
threshold=-0.42985499999999993 0.096520000000000009 -0.40446999999999994 -0.094679999999999986 0.090240000000000015 0.08486500000000001 0.096385000000000012 -1.0000000180025095e-35 0.075585000000000013 0.10681500000000001 0.092515000000000014 0.15597500000000003 -1.0000000180025095e-35 -0.085604999999999987 0.085575000000000012 -0.0016149999999999999 -0.016999999999999998 0.10393500000000001 -0.27337499999999998 0.10701500000000001 0.093070000000000014 0.098195000000000018 -0.15168999999999996 -0.048794999999999991 0.40812500000000007 -0.094359999999999986 -0.089879999999999974 -0.10575999999999998 0.25367000000000006 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -5 9 10 11 12 13 14 -9 16 29 21 -17 20 27 22 -18 -22 25 -7 -27 -20 -10 -14
right_child=1 -3 3 4 -6 6 -8 8 28 -11 -12 -13 15 -15 -16 18 17 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010178485029593031 -0.00087614940990389674 -0.0010585794691916569 -0.00077496993455813143 -0.00089035633805993044 -0.00085839509483734595 0.0010386451641093712 0.00099950543815166006 0.00067236141003948523 -0.0010293140927892794 -0.0008466415290311845 -0.00081441384217972163 0.0010090979851261873 0.00046422948383500426 -0.00095664862000692573 -0.00071386897907649999 0.00058489746077872444 0.00058594371962426286 -0.00082836358142358607 0.00031279970534717482 0.00067106415189837124 -0.00031902494458661417 0.00094074873623432875 -0.0005325923839281572 -0.0011367432332342736 -0.00042370141365808111 -0.0011079104401850413 0.00066102290007077295 -0.00036261668108253739 -0.00016458959358954872 0.0012360833347549083
leaf_weight=0.0013772437588621669 0.0014891585584880232 0.0010591644862358021 0.0017414010930938409 0.0011836590172069608 0.0011016264980963078 0.0013551446369266529 0.00133450039921712 0.0011197267005966793 0.0012134040419660144 0.0012818833309474744 0.0011565005867556063 0.0010535587376239155 0.0013439917041051519 0.0015009055647690053 0.0010235369063559263 0.0015130880839751013 0.0013525729842105323 0.0011356310700563199 0.0015273600857943501 0.0010230912018120986 0.0012686242755153287 0.0011671200690166472 0.0015196778032485836 0.0016493821900931405 0.0012671706847460218 0.0010027010517390522 0.0010555635693900714 0.0027785895422107803 0.0011223306620067319 0.0013272609979129114
leaf_count=353 295 288 68 235 65 48 78 84 102 414 72 13 159 104 81 54 82 108 32 39 74 22 518 58 31 60 108 174 47 44
internal_value=0 -0.000167085 -0.000142629 -0.000113202 -8.06286e-05 -5.5632e-05 0.000297802 -0.000130855 -9.76548e-05 -4.89288e-05 -5.34199e-06 3.66095e-05 -1.16044e-05 -0.000387921 1.03533e-05 6.62855e-05 0.000306508 2.71332e-05 -0.000126831 -0.000257412 -0.000388908 0.000267648 -5.86202e-06 -0.000781234 9.7736e-05 0.000291311 -0.000200728 -0.00012304 -0.00061381 0.000847739
internal_weight=0 0.0396683 0.0386092 0.03712 0.0353786 0.034277 0.00601508 0.0282619 0.0270782 0.0247425 0.0234606 0.0223041 0.0212506 0.00364417 0.00214326 0.0176064 0.00784625 0.005175 0.00976014 0.00824705 0.00722396 0.00403937 0.00287225 0.00291801 0.00468058 0.00341341 0.00205826 0.00430595 0.00233573 0.00267125
internal_count=3910 3557 3269 2974 2906 2841 325 2516 2281 2132 1718 1646 1633 269 165 1364 933 730 431 377 338 622 600 132 247 216 168 206 149 203
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=31
num_cat=0
split_feature=1213 1429 453 1374 31 4 480 1374 0 133 2 4 158 0 16 132 123 0 1 3 4 3 15 47 12 3 3 160 2 1375
split_gain=0.000763942 0.000724274 0.000716667 0.000738408 0.000613255 0.000625207 0.000780584 0.000741078 0.000765872 0.000577601 0.000589233 0.00070562 0.000736196 0.000737279 0.00101733 0.000586897 0.000460688 0.000521528 0.000792142 0.000445912 0.000445846 0.0005719 0.000439695 0.000682962 0.000412917 0.000472409 0.000464887 0.000418838 0.000393037 0.000387248
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091855000000000006 -0.094679999999999986 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.090240000000000015 -0.23029999999999998 -0.26719999999999994 0.10910500000000002 -0.49837999999999999 0.084965000000000027 -0.070894999999999986 -0.15168999999999996 0.080815000000000012 0.084380000000000024 0.055865000000000005 0.10678000000000001 0.086245000000000016 0.40812500000000007 0.082730000000000012 -0.11739999999999999 0.085765000000000022 0.086865000000000012 -0.015064999999999997 -0.084129999999999996 -0.078454999999999983 0.096750000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -10 11 28 13 14 19 20 17 18 -12 22 21 -15 -13 -24 25 26 -16 -27 -11 -6
right_child=1 2 -4 4 5 -7 -8 -9 9 10 16 12 -14 15 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00083563212382803235 -0.00093246702378582322 -0.00073296865411496409 -0.0010419824403465748 0.00082828679223843102 0.001319854506591266 0.00099139034936327288 -0.0010325526305306506 -0.0010360893593895908 -0.00092283586655147348 -0.00017750512543352441 -0.0007987367991363467 -0.00061326673613562924 -0.00090782096466951153 0.00061701060878743721 -0.00055734838253025621 0.0012685268713931157 0.0010979115739559527 0.00094376069623413434 0.00037766636900361106 0.0010279259825856542 -0.00044661816758964005 -0.00016258464323235609 -9.3092908423910296e-05 0.0012267711804994008 -0.001031284222640606 -5.7082243936471852e-05 0.00049662484544316955 -0.001123952786398595 -0.001319750479565785 0.00039025291243828118
leaf_weight=0.0018982486000609635 0.0013570570072614077 0.0019107765303694171 0.0010319986619720103 0.0019503965669367398 0.0011326722850810711 0.0012476159920575816 0.0011418005104455444 0.0010197543953811552 0.0010449644451776532 0.0010376514747889474 0.001398344358659819 0.001059967897603542 0.0013386624176194841 0.005291496159083784 0.0011975663278087634 0.0011118831593854841 0.001340417804288313 0.0014397653502378205 0.0034694712472038702 0.0012165075271539649 0.0013506076414464552 0.0023733308778730589 0.0019193423339762703 0.0010594425556131881 0.0015798255342830414 0.0011002454110062843 0.0018611433018400625 0.0015341444240721805 0.001060706758906349 0.0025079721612630756
leaf_count=592 181 68 46 109 8 164 224 62 201 36 147 25 180 160 238 28 78 43 143 20 18 30 77 8 668 25 143 80 39 69
internal_value=0 1.78364e-05 4.54345e-05 6.99925e-05 0.000105033 7.13144e-05 4.30324e-05 7.41663e-05 0.00010363 4.33631e-05 7.32869e-05 -2.11214e-05 4.30499e-05 9.92347e-05 -0.000114787 0.000363995 0.000395378 0.000246083 3.9729e-05 0.000327568 0.000252438 0.000375617 0.000116614 0.000376333 -0.000434424 -0.000268796 8.39662e-05 -0.000678377 -0.000754903 0.000679469
internal_weight=0 0.0480855 0.0467285 0.0456965 0.0437857 0.0418353 0.0405877 0.0394459 0.0384261 0.0347855 0.0337405 0.0260925 0.0239942 0.0226555 0.0125282 0.0101273 0.007648 0.00630758 0.00486782 0.00525526 0.00901543 0.00766483 0.00403875 0.00297878 0.00727292 0.0056931 0.00305871 0.00263439 0.00209836 0.00364064
internal_count=3910 3318 3137 3091 3023 2914 2750 2526 2464 2387 2186 1775 1700 1520 1284 236 411 333 290 130 208 190 110 85 1154 486 381 105 75 77
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=19
num_cat=0
split_feature=8 11 160 2 159 43 0 2 0 150 3 0 15 16 51 13 51 12
split_gain=0.000115266 0.000160457 0.000193177 0.000154315 0.000181967 0.000181291 0.000190049 0.000284888 0.000173297 0.000171816 0.000221249 0.000223037 0.000148799 0.000147653 0.00014206 0.000132281 0.000139221 5.06884e-05
threshold=1.0000000180025095e-35 0.081005000000000008 -0.217635 0.097940000000000013 0.089615000000000014 -0.044024999999999988 -0.11756999999999999 0.113945 -0.058589999999999996 0.090480000000000019 0.092005000000000017 -0.035699999999999989 -0.069904999999999981 -0.083564999999999987 0.077145000000000005 -0.071149999999999977 -0.0055949999999999984 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 -1 4 9 12 7 -7 -8 10 11 13 -5 14 -4 -15 -17 -10
right_child=-2 -3 3 5 -6 6 8 -9 17 -11 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.0021009459727372223 0.001702900581888803 -0.0022845013832734126 7.7903316119452815e-05 0.0034910784861239305 -0.0025328217051754005 0.00097492599018842374 0.0029888604262736955 -0.0024584423376543363 -0.00068420896953355029 -0.0016399692051057397 -0.0018983025649470168 0.0027819720963362803 0.00071349972569774032 -0.0020979696637760032 0.0026478564466853672 0.0015410961782293022 -0.00095817999373886071 0.0010674362053536251
leaf_weight=0.0012928983757216619 0.0011208833882642147 0.0010090202519734684 0.0015498362072663002 0.0010911348944539975 0.0010228953705148655 0.0014221005066477055 0.0010383015561138409 0.0015633985108507442 0.0010058800109012944 0.001824213834736633 0.0012962100514214434 0.0011980176689218025 0.0013052658976240861 0.0011430038405130793 0.0011579925037692729 0.0012292008892732615 0.0015564127023026649 0.0010306476129595676
leaf_count=407 92 188 526 210 230 84 163 120 102 163 57 82 183 500 95 116 532 60
internal_value=0 -0.000120554 -2.00605e-05 0.000111598 -0.000293733 0.000685693 0.000174607 -0.000823006 0.00114324 -8.46618e-05 0.000226072 0.00057755 0.00197819 0.000179605 0.00117693 -0.000507811 0.000144669 0.000202265
internal_weight=0 0.0227364 0.0217274 0.0204345 0.0119778 0.00845673 0.00606033 0.0029855 0.00307483 0.0109549 0.00913067 0.00783446 0.0023964 0.00663645 0.00270783 0.00392862 0.00278561 0.00203653
internal_count=3910 3818 3630 3223 2301 922 529 204 325 2071 1908 1851 393 1769 621 1148 648 162
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=31
num_cat=0
split_feature=146 147 1456 403 52 1374 453 403 480 11 1374 4 376 43 1 123 42 43 0 43 4 49 0 43 4 12 4 16 2 160
split_gain=0.000899605 0.000925709 0.00077215 0.000804321 0.0006488 0.000637283 0.000680349 0.000629659 0.000654794 0.000555323 0.000665417 0.000553156 0.000530645 0.000562393 0.000597844 0.000520528 0.000635458 0.000593175 0.000742651 0.000768044 0.000829246 0.000651756 0.000590407 0.000577477 0.000499945 0.000456198 0.000438769 0.000516682 0.000401336 0.000909947
threshold=0.10949000000000002 0.089245000000000005 -1.0000000180025095e-35 0.096520000000000009 -0.42985499999999993 -0.094679999999999986 0.087445000000000009 -0.088854999999999976 0.086640000000000009 0.088315000000000018 0.090240000000000015 0.41452500000000009 0.11605500000000001 0.24789500000000006 0.13562500000000002 0.088610000000000008 -0.10770999999999999 -0.06705499999999999 -0.23029999999999998 0.0047600000000000012 -0.23071499999999998 -0.083359999999999976 -0.060094999999999989 -0.080569999999999989 -0.39075499999999991 -0.023959999999999995 0.0021050000000000005 -0.018539999999999997 0.083185000000000023 -0.078874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -11 13 14 15 16 -9 22 -19 20 -20 -22 23 26 -21 -23 27 -18 -27 -30
right_child=-2 -3 3 -5 5 6 -8 8 -10 11 -12 -13 -14 -15 -16 -17 17 18 19 24 21 25 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00094635268098048763 -0.0012901656750145345 0.00081617605081222026 -0.00091750442853022961 -0.0010887473468538444 -0.0006912816748558115 -0.00083041964332934476 -0.0010138246441660365 -0.00078094500240486094 -0.00072689864519040795 -0.0011795794748077864 -0.00086238186248971838 0.00022946514166642969 -0.00055073958204301888 -0.00069532575789741009 0.0011838889288605411 0.0011758035320775405 0.00037516898731514717 0.00076868955757617276 -0.0012842870480963874 0.0013280373620852711 -0.0010941642349872273 -0.00074123407453753122 0.0010035095744401943 0.0009322880378052177 0.00020938275148340248 -0.00021099105434428065 0.00047894092879960588 -0.00085974999257013766 -0.00044006233943321544 0.0010395303767587111
leaf_weight=0.0016867604270835437 0.0010243281897146508 0.0025432530979534454 0.0013163080360818471 0.0012429005696426845 0.0020175101671942022 0.0012485207203117845 0.0010079603048165344 0.0010599998969340043 0.0015037494794071784 0.0010684544918921892 0.0010009412160307809 0.0010326024252265142 0.0014076562299095699 0.0010132757958273278 0.0015188533211905044 0.001225451619982775 0.0011335963938645666 0.0028357392166142711 0.001212136844998199 0.0010183653223521105 0.0010068139969554588 0.0010520338789890005 0.0036077659812234764 0.002095271587814751 0.0028894177066839397 0.0022395144189882024 0.0025804666784792207 0.0014622429802155779 0.0011900324816855323 0.0022926887447305422
leaf_count=365 11 148 292 288 63 497 49 112 178 48 57 32 27 148 141 69 112 40 62 9 32 33 86 170 203 128 81 186 46 197
internal_value=0 9.91545e-06 -3.46931e-05 3.45372e-08 3.14781e-05 6.14187e-05 9.96667e-05 0.000128671 0.000160648 0.00019778 0.000240299 -0.000487079 0.000273907 0.000310836 0.00034435 0.00030023 0.000261461 0.000302976 0.000132568 -7.25679e-06 -0.000228065 -6.35271e-05 0.000549467 0.000324196 0.000500903 8.96496e-05 7.80514e-05 -0.000320464 0.000242408 0.000533959
internal_weight=0 0.0485103 0.045967 0.0442803 0.0430374 0.0417211 0.0397036 0.0386956 0.0374471 0.0359433 0.0338423 0.00210106 0.0328413 0.0314337 0.0304204 0.0289015 0.0276761 0.0266161 0.0157367 0.012901 0.00899322 0.00778108 0.0108793 0.00727158 0.00390778 0.00677427 0.00517631 0.00259584 0.00572224 0.00348272
internal_count=3910 3899 3751 3386 3098 2806 2743 2694 2197 2019 1939 80 1882 1855 1707 1566 1497 1385 750 710 498 436 635 549 212 404 379 298 371 243
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=17
num_cat=0
split_feature=52 39 42 4 3 47 49 4 1375 0 3 0 3 42 15 3
split_gain=0.000124132 0.000139497 0.000235536 0.000216964 0.000183347 0.000244356 0.000247051 0.000182887 0.000190082 0.000161833 0.000160594 0.000232075 0.000155564 0.000141011 0.000126553 0.000104718
threshold=-0.40083499999999994 0.085060000000000011 0.091735000000000025 0.15045000000000003 -0.100615 0.09252500000000001 -0.085174999999999987 -0.23071499999999998 -1.0000000180025095e-35 0.039665000000000006 -0.025254999999999996 -0.14070999999999997 -0.13309499999999996 -1.0000000180025095e-35 -0.11739999999999999 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 -6 -8 -9 12 -10 14 -2 -3 -12 -13
right_child=1 13 3 -5 5 -7 7 8 10 -11 11 15 -14 -15 -16 -17
leaf_value=-0.0015522295904823015 -0.00071903653644023147 -0.00028956501085379918 -0.0030235306733136054 0.00016296593576251305 -0.0020183112541454695 -0.0021632961128596078 -0.0015189448256846679 -0.0012186946316104822 -0.00044836197811330794 0.002343446355098876 -0.00092596317001946294 0.0017240021742548595 0.0016738542815241521 0.0020281817874204513 0.0013844273570998574 0.004136429109513424
leaf_weight=0.0014349212789112322 0.0018314407639766217 0.0012356472419092768 0.0014003579433150551 0.0010754386883351508 0.0013970531689826418 0.0016117751514187839 0.001229641633569754 0.0012411881139706713 0.0015385657281273956 0.0016707860321960588 0.0010465197140319127 0.0010493304562384587 0.0013387788147040071 0.0018905900136299619 0.0019007388630578603 0.0010007268318402429
leaf_count=401 161 64 540 72 129 193 68 110 1331 75 53 54 116 333 110 100
internal_value=0 6.6414e-05 -0.000102683 -0.00163938 0.000123019 -0.000230183 6.9299e-05 0.000393113 0.000695431 0.000999678 0.00105893 0.00152299 0.000291478 0.00111209 0.000564048 0.00290162
internal_weight=0 0.0224586 0.0193323 0.0024758 0.0168565 0.0120155 0.0104038 0.00900671 0.00777707 0.00484101 0.00653588 0.00499732 0.00317022 0.00312624 0.00294726 0.00205006
internal_count=3910 3509 3112 612 2500 2148 1955 1826 1758 352 1648 317 277 397 163 154
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=18
num_cat=0
split_feature=1 0 4 43 16 2 2 52 52 39 51 457 49 48 12 0 16
split_gain=0.000114308 0.000194276 0.00014124 0.000140434 0.000192825 0.000291807 0.000138971 0.000133981 0.00023683 0.000153768 0.000208752 0.000241641 0.000198606 0.000648771 0.000310262 9.10279e-05 0.000144606
threshold=0.085835000000000009 -0.084074999999999997 0.0021050000000000005 -0.18906999999999999 -0.083564999999999987 0.097360000000000016 0.10510500000000002 -0.27466499999999994 -0.13281999999999997 0.085060000000000011 -0.07742499999999998 -0.0034949999999999994 -0.029304999999999998 0.085875000000000021 0.092365000000000017 -0.15137999999999999 -0.067969999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 -2 -9 10 -10 -12 13 -13 15 -14 -17
right_child=7 3 -4 4 5 6 -8 8 9 -11 11 12 14 -15 -16 16 -18
leaf_value=-0.0030679476963091598 -0.0013214055298196763 0.0014870597604622001 -0.00058469226623589731 0.0013619959578195018 -0.0032939972463807542 0.0014169430403755993 -0.0013529558353403126 0.0028795501165029946 -0.002223316234852122 0.0017013815248849303 -0.0022204756356253492 0.0040638368476790861 0.0016538570352914895 -0.00076120697182140726 -0.0021025749409816375 0.0012709792484122823 -0.0012927323260749149
leaf_weight=0.0012107107595141636 0.0014029731326428161 0.0014053472063333405 0.0014129922072573242 0.0012141888335754913 0.0011453257216501034 0.0010559257075232198 0.0010077603005889946 0.0010228381731731693 0.0011013195688791581 0.0017070644631723567 0.0010309535313467481 0.0015399299333758209 0.0016462864953723554 0.0016361919667164937 0.001574014944085822 0.001303670740135464 0.0012054631037892562
leaf_count=814 199 97 325 138 504 101 221 115 127 283 85 107 76 63 256 253 146
internal_value=0 -0.000524946 -0.00173059 1.77724e-05 -0.000449052 -0.0011343 6.43176e-05 0.000249321 0.000409383 0.00021114 -1.93344e-05 0.000224945 0.00050804 0.0015782 -8.52029e-05 0.000678949 3.92954e-05
internal_weight=0 0.00845225 0.0026237 0.00582855 0.0044232 0.00320901 0.00206369 0.0151707 0.0137677 0.0127449 0.0110378 0.00993651 0.00890556 0.00317612 0.00572944 0.00415542 0.00250913
internal_count=3910 2200 1139 1061 964 826 322 1710 1511 1396 1113 986 901 170 731 475 399
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=18
num_cat=0
split_feature=9 2 11 3 0 0 14 16 1 13 12 0 42 16 3 1375 3
split_gain=0.000104714 0.000178981 0.00015909 0.000192517 0.000149416 0.000439778 0.000274342 0.000203098 0.000259934 0.000151337 0.000370079 0.000291469 0.000167378 0.000127265 0.000126463 0.000118685 0.000117644
threshold=-0.016839999999999997 -0.14847999999999997 0.080455000000000013 -0.13927999999999999 -0.10575999999999998 -0.089879999999999974 -0.13131999999999996 -0.014754999999999999 0.085990000000000011 -0.083354999999999985 -1.0000000180025095e-35 -0.053834999999999994 0.091590000000000019 0.18126 -0.079214999999999994 -1.0000000180025095e-35 0.092005000000000017
decision_type=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 -5 8 -8 13 -11 12 -12 -7 -13 -10 -17
right_child=1 2 -4 4 5 9 7 -9 15 10 11 14 -14 -15 -16 16 -18
leaf_value=0.0016306078626539262 0.0019008517174246983 0.001464964033165285 -0.0022033749553272372 -0.0022109854013239454 -0.0037821076723683739 0.0014894467481883912 -0.0022663523029924464 0.0022765856174079952 -0.00056715742872920567 0.0013461130675931114 -0.0017357455925576418 -0.0016866075296247804 0.0012045703108593264 -0.00076014671183520152 -0.0042772931528797208 0.0021523795884610705 0.00013606903039295045
leaf_weight=0.0010008861099092261 0.0011608088413598274 0.0019304913257767132 0.0010403182681618653 0.0010828295389408993 0.0011277724150398185 0.0018521131562753397 0.001002092279860034 0.0015703274397329513 0.0014553201242524239 0.0015886140128602124 0.0010531792363016991 0.001002732916777771 0.0010658450779999634 0.0010948627229103725 0.0010611827764273234 0.0017406103009567353 0.001452490755831426
leaf_count=121 97 142 199 53 444 553 154 97 40 122 937 71 417 51 191 85 136
internal_value=0 -9.89169e-05 -0.000208825 -0.000105493 -0.000272532 -0.000708378 0.000244286 0.000612476 0.000150005 -0.000310781 -0.000803236 -0.00161952 -0.0002568 0.000653676 -0.00301863 0.000670915 0.00123519
internal_weight=0 0.0222816 0.0211208 0.0200805 0.01815 0.0098463 0.00830367 0.00722084 0.00565051 0.00871853 0.00577155 0.00418294 0.00211902 0.00294698 0.00206392 0.00464842 0.0031931
internal_count=3910 3789 3692 3493 3351 2786 565 512 415 2342 1738 1616 1354 604 262 261 221
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=18
num_cat=0
split_feature=14 4 0 42 1429 133 160 1 151 457 4 2 2 49 43 43 43
split_gain=0.000104698 0.000112953 0.000140533 0.000224318 0.000178231 0.000304618 0.000293619 0.000276164 0.000238446 0.000189967 0.000412171 0.000306537 0.00018174 0.000178537 0.000174093 0.000119085 7.97438e-05
threshold=0.073890000000000011 -0.51381999999999983 -0.017269999999999997 -0.11145999999999999 0.026145000000000005 -0.0023199999999999996 -1.0000000180025095e-35 0.11198000000000001 -0.084129999999999996 -1.0000000180025095e-35 0.25367000000000006 0.11230000000000001 0.097940000000000013 -0.047309999999999998 -0.074254999999999988 -0.049504999999999987 0.093240000000000017
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 -5 7 -7 -8 -10 11 12 13 -11 -15 -4 -17
right_child=-2 2 15 4 -6 6 8 -9 9 10 -12 -13 -14 14 -16 16 -18
leaf_value=-0.0015649472505775228 -0.0017105272024090384 -0.0025661078495520608 0.0022995905425846007 -0.0025578229933666406 0.0022382742475519826 -0.0032143712070159692 -0.0014903769813832091 0.00057405538849243231 -0.0013163284019090226 0.002452853607121469 0.0034390822919099368 -0.0018355224907722633 0.0031864434146356511 0.0013104541869130904 -0.0012855248724761726 -0.00046134933407137972 0.0014258353552735858
leaf_weight=0.0012036243755113576 0.0010411351255551751 0.0010051265286709068 0.0014560110771708046 0.00132554975307208 0.0010623455166149107 0.0013186210900987269 0.0014605430430691966 0.0010036880985837549 0.0010429918461216667 0.0011331736426480913 0.0018176947766709584 0.0013182515388192595 0.0010009582070005241 0.0014343675406205169 0.0016398344972255348 0.0015096511891491441 0.0011826906683225502
leaf_count=80 135 193 134 881 290 506 160 116 85 64 195 145 83 256 348 204 35
internal_value=0 5.57884e-05 0.000149976 -7.43733e-05 8.66053e-05 -7.10842e-05 0.000179202 -0.00157704 0.000555178 0.000873441 0.00114715 0.000508834 0.0011022 0.000606348 -7.42876e-05 0.00104573 0.000367652
internal_weight=0 0.0219151 0.0207115 0.0165631 0.015558 0.0144957 0.0131701 0.00232231 0.0108478 0.00938727 0.00834428 0.00652659 0.00520833 0.00420738 0.0030742 0.00414835 0.00269234
internal_count=3910 3775 3695 3322 3129 2839 1958 622 1336 1176 1091 896 751 668 604 373 239
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=31
num_cat=0
split_feature=52 1213 160 1374 158 1 47 0 148 133 484 0 1132 43 49 132 42 1 13 13 13 43 51 474 160 43 15 0 52 150
split_gain=0.000625597 0.000587753 0.000540558 0.00056003 0.000472116 0.000577194 0.000633841 0.000605512 0.000740425 0.000559599 0.000578219 0.000688524 0.000530614 0.000530157 0.000694926 0.000525587 0.00058452 0.000549155 0.000509777 0.000632383 0.000436404 0.000546196 0.000426374 0.000382086 0.000679488 0.00049202 0.000406233 0.000542122 0.00031461 0.000309298
threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.40446999999999994 -0.094679999999999986 0.10858500000000001 0.11561500000000001 0.10887000000000001 -0.23029999999999998 -0.082164999999999988 0.10681500000000001 -0.067754999999999996 -0.074514999999999984 -1.0000000180025095e-35 -0.092084999999999986 -0.088729999999999989 0.080815000000000012 -0.034284999999999989 0.10339500000000001 0.11596500000000001 -0.088854999999999976 -0.049204999999999992 -0.053009999999999995 0.090560000000000015 0.084835000000000008 -1.0000000180025095e-35 -0.072649999999999978 -0.10192499999999999 -0.10131499999999999 0.12436000000000001 0.090145000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 22 5 6 7 29 -9 10 -10 13 -7 -12 -15 16 -13 18 19 -18 -14 -22 -4 24 -16 -26 -27 -28 -23 -5
right_child=1 2 3 4 -6 12 -8 8 9 -11 11 15 20 14 23 -17 17 -19 -20 -21 21 28 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00097073532467209869 -0.00082131864964344551 -0.00082509162366624107 -0.0013035308921758464 0.00029850689681132554 -0.00080737676326900979 -0.00053170319627230452 -0.0010557081388608094 -0.0011535093185514301 -0.00090034273484185191 -0.00089389931551181988 -0.00090373288378310158 -0.00060734110753270091 0.0010041396564237934 -0.00093269911360981648 -0.00090717079636599897 0.001290640674266983 0.00051910527600802011 0.0013671983650233846 0.00095709641084255588 -0.00060821566826881133 0.00086704369616620374 -0.00040477267756258072 1.1221791342207827e-06 0.00097355961867260786 0.000927170053932017 -0.00067505193014504516 0.00067948818851502456 -0.00043315530313939982 0.00051310685794378919 0.0012261735114628763
leaf_weight=0.0013607070187375827 0.0016598783784621254 0.0014084510739165159 0.0010265363387347284 0.0017676766079261974 0.0011053010572129587 0.0010109629273152851 0.0010406252424672848 0.0010750594661139692 0.0010990910741890672 0.0011940757203510724 0.0013715019344895359 0.0011981154967060101 0.0029680914009586621 0.0013055926865703791 0.0012208209601055646 0.0013042655226342967 0.0023050777379012297 0.0011658377483292348 0.0016753741474531125 0.0018141200889960785 0.0022290883698591335 0.0019856362254735407 0.0010176617966095591 0.0010937765178162815 0.0016554918463111967 0.0012537203675140563 0.0023821776892205488 0.0014294848042185069 0.0012360655424146216 0.0012529889166614794
leaf_count=353 584 273 53 41 145 22 64 65 246 361 114 51 238 64 136 42 28 65 15 93 93 75 15 65 72 80 68 325 28 36
internal_value=0 1.25248e-05 4.50205e-05 7.47773e-05 0.000112842 0.000139583 3.85582e-05 7.98697e-05 5.60243e-06 5.86997e-05 0.000109766 0.000162195 0.000446038 -6.93071e-05 4.13601e-05 0.000448737 0.000314145 0.000472764 0.000292808 2.26262e-05 0.000563447 0.00032348 -0.000654036 0.000182108 7.31047e-05 0.000251168 3.02339e-05 0.000262214 -5.26112e-05 0.000683308
internal_weight=0 0.0442525 0.0425927 0.0411842 0.03914 0.0380347 0.0286049 0.0275642 0.0245436 0.0234685 0.0222744 0.0211754 0.00942984 0.0117126 0.0103411 0.00946279 0.00815853 0.00696041 0.00579457 0.0041192 0.00841888 0.00545079 0.0020442 0.00903547 0.0079417 0.00672087 0.00506538 0.00381166 0.0032217 0.00302067
internal_count=3910 3557 2973 2700 2632 2487 2031 1967 1890 1825 1464 1218 456 924 810 294 252 201 136 121 434 196 68 746 681 545 473 393 103 77
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=17
num_cat=0
split_feature=1 42 484 48 52 15 13 4 4 52 52 3 12 16 3 3
split_gain=0.000107987 0.000196405 0.000199867 0.000168001 0.000229277 0.000185108 0.000163783 0.000168685 0.000162231 0.000145306 0.000310061 0.000181822 0.00013878 0.000106918 9.80259e-05 7.11758e-05
threshold=0.12263000000000002 0.09901500000000002 -0.0043499999999999988 0.11379500000000002 0.084890000000000007 -0.10071499999999999 -0.060719999999999989 0.074650000000000008 -0.076854999999999993 -0.089799999999999977 -0.081429999999999989 0.092005000000000017 0.084100000000000022 0.0054700000000000009 -0.011169999999999998 -0.018854999999999997
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 14 -2 -8 12 -10 -11 -12 -7 -6 -4 -15
right_child=6 -3 3 -5 13 8 7 -9 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.0021383215064077338 0.0021976727227050238 -0.0021015257416297922 0.0030480234593221562 -0.0016903433804592268 -0.0017053871223752255 0.0023477137563756088 0.0016497406492571843 -0.00088230587925348274 -0.001448928265245225 0.0026496706014721961 -0.0014697667227834507 0.0010723366656190132 6.0017292646779685e-06 0.00095036798269359612 0.00093532032361765894 -0.00097008273628644266
leaf_weight=0.0011221853027267087 0.0013405870865041067 0.0013150109887719438 0.0010793642699615802 0.0012701766950717888 0.001860093231168391 0.0015284034550188102 0.0010885518878407377 0.0018992785192340211 0.0017087605796409482 0.0011113438412511095 0.0019444340981111894 0.0011945514760594023 0.0011790414839717989 0.0010219337667002892 0.0012424052430384221 0.0010083368579643093
leaf_count=540 207 416 163 73 772 162 62 125 311 93 377 74 365 83 65 22
internal_value=0 -0.000191007 -4.55409e-05 9.98867e-05 0.000252717 0.00063151 0.000708401 4.01909e-05 0.000286995 -0.000185948 0.000321808 -0.000502361 0.00132794 -0.000817182 0.00191749 -3.42666e-06
internal_weight=0 0.018586 0.017271 0.0161488 0.0148787 0.0109883 0.00432842 0.00298783 0.00866653 0.00595909 0.00425033 0.00313899 0.00270744 0.00389036 0.00232177 0.00203027
internal_count=3910 3516 3100 2560 2487 1610 394 187 1382 855 544 451 527 877 228 105
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=19
num_cat=0
split_feature=1 42 0 13 2 13 2 150 2 40 16 12 151 4 4 2 51 0
split_gain=0.000106689 0.000182543 0.000234638 0.000184863 0.000169537 0.000214861 0.000139461 0.000136387 0.00023872 0.000189236 0.000201826 0.000233758 0.000191352 0.000181024 0.000216946 0.000185328 0.000117463 7.89217e-05
threshold=0.085835000000000009 0.091955000000000023 -0.060094999999999989 -0.13934999999999997 0.085005000000000011 -0.083514999999999992 0.13754500000000003 0.077110000000000012 0.089910000000000004 1.0000000180025095e-35 0.050115000000000007 0.096900000000000014 -0.0095999999999999992 0.22584000000000001 -0.0025899999999999994 0.10251500000000001 0.08955500000000001 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 9 -9 10 12 -12 -2 14 -14 -15 -10 -5
right_child=6 -3 3 17 5 -7 -8 8 16 -11 11 -13 13 15 -16 -17 -18 -19
leaf_value=0.00062334142747565526 -0.0019725305485085408 -0.002720539435338802 -0.001032404328393913 0.0025113595546294104 -0.00060281485968026298 -0.0039727400704001499 0.0021942226821200519 -0.00049114036220471451 0.0033789576057769973 0.0019467375433943786 -0.003839332163610632 -0.00012144815890844138 0.0010102310048326596 0.00024671557617138155 -0.0023434833417546848 0.0033537351200300484 0.00087707662072487121 0.00051981063248157373
leaf_weight=0.0010201115218419696 0.0012573546474937717 0.0010251389929220589 0.0012000109265386527 0.0013722710197834331 0.0013266086343277916 0.0010400766017815977 0.0010681997709625713 0.0019693558885869331 0.001166320059425241 0.0010517441532597602 0.00107939437441118 0.001007503645992669 0.0012140467417842164 0.0014446283501037827 0.0011644223762670106 0.0010017963172008482 0.0011468578423805553 0.0011083856587297269
leaf_count=398 106 408 23 100 457 775 207 141 115 51 253 105 391 102 128 67 44 39
internal_value=0 -0.000531496 -0.000213974 0.000756254 -0.00126839 -0.00208378 0.000263395 0.000110655 0.000929263 -0.000269538 -0.000554874 -0.00204443 -4.3789e-05 0.000458836 -0.00063164 0.00151902 0.00213854 0.00162151
internal_weight=0 0.0080926 0.00706746 0.00368067 0.0033868 0.00236669 0.0145716 0.0135034 0.00428253 0.00922089 0.00816915 0.0020869 0.00608225 0.00482489 0.00237847 0.00244642 0.00231318 0.00248066
internal_count=3910 2200 1792 162 1630 1232 1710 1503 300 1203 1152 358 794 688 519 169 159 139
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=16
num_cat=0
split_feature=38 124 484 15 133 132 13 13 1 16 160 160 0 3 43
split_gain=0.00010331 0.000177858 0.000168197 0.000144908 0.000169289 0.000175759 0.000164857 0.000283661 0.000149036 0.000156274 0.00011857 0.000164186 0.000157029 0.000133107 0.000212405
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 1.0000000180025095e-35 0.086975000000000011 0.079995000000000011 -0.083924999999999986 0.06211500000000001 0.13662500000000002 -0.52908499999999992 -0.082234999999999989 0.087825000000000014 -0.13027499999999997 -0.074234999999999982 -0.079109999999999986
decision_type=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 9 -4 -11 12 -12 14 -14
right_child=-2 2 3 6 -6 -7 7 -9 -10 10 11 -13 13 -15 -16
leaf_value=0.0016034640939931923 -0.0016025941521098776 -0.0019006032779172385 -0.0017738353017398983 0.00053548902022509763 -0.0016188892767589214 0.002575840740065435 -0.0036235336844922658 4.5368590586302041e-05 0.0020118600105038407 -0.0011228850955304825 0.0025225705394761508 -0.0008290620695642311 -0.000417778051668815 -0.00065347694073882544 0.0024711874205634592
leaf_weight=0.001942997890114157 0.0011132833753881846 0.0013579586072257682 0.0011491077185319378 0.0014792988660768114 0.0011987733234834911 0.001044108159121677 0.0011615053507469933 0.001240690619907947 0.0012793159037669541 0.0013980234341342294 0.0014409968083368705 0.0018563432319953499 0.0012913682171097366 0.0017555672408599548 0.001650387024316009
leaf_count=277 95 592 78 323 374 123 840 162 83 257 84 124 102 180 216
internal_value=0 6.47818e-05 -9.00951e-05 4.69085e-05 0.000298785 0.000477473 -0.000865728 -0.00172861 0.000292133 8.34329e-05 0.000310652 0.000561335 0.000981817 0.00050916 0.00120299
internal_weight=0 0.0212464 0.0193034 0.0179455 0.014064 0.0128652 0.00388149 0.0024022 0.0118211 0.0105418 0.00939269 0.00799466 0.00613832 0.00469732 0.00294176
internal_count=3910 3815 3538 2946 1621 1247 1325 1002 1124 1041 963 706 582 498 318
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=16
num_cat=0
split_feature=52 1 43 42 52 16 157 14 15 1375 0 40 42 4 151
split_gain=0.000105028 0.000121239 0.000168744 0.000223865 0.000166521 0.000141232 0.000129537 0.000160872 0.000176938 0.000126654 0.00014494 0.000207225 0.000222496 0.000193879 0.000147571
threshold=-0.40083499999999994 0.087480000000000016 -0.18906999999999999 0.084100000000000022 0.084735000000000019 -0.083564999999999987 -0.073574999999999988 -0.13131999999999996 -0.22917999999999997 -0.072014999999999982 -0.13027499999999997 -0.066629999999999981 1.0000000180025095e-35 0.05309500000000001 -0.0017399999999999998
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 -3 -8 -9 -10 14 -12 13 -13 -11
right_child=1 6 3 -5 -6 -7 7 8 9 10 11 12 -14 -15 -16
leaf_value=-0.0012514352753669768 0.0010468758563949791 0.0016896666125389107 0.0011429645780327491 -0.002355053995734597 -0.0014141548288083981 -0.00070903507989462607 -0.0012679962552529353 0.0021059355973761409 -0.0012704721571379419 0.00035311600549715069 -0.0018179084818908447 9.8435967761144471e-05 -0.00078884281564744606 0.0026347388506837515 0.0026102352284745585
leaf_weight=0.0013367432538385895 0.0014166739441096032 0.0013202932453153524 0.0019150951997939222 0.0013285526150308563 0.0017278850195658196 0.0015409398114250026 0.0013916819272667422 0.0011018460033985983 0.0011061445789728461 0.0014495669485141693 0.0010884724210507039 0.0013327790115746857 0.0018649385568628163 0.0011768764932806874 0.0010257132466028919
leaf_count=401 148 160 187 922 450 359 103 182 43 130 96 220 369 44 96
internal_value=0 6.54079e-05 -0.000377458 -0.000687297 -0.000259879 0.000317215 0.000338504 0.00018389 0.000383033 0.00017314 0.000374295 -3.98917e-05 0.000402509 0.00128781 0.00128843
internal_weight=0 0.0207875 0.00792915 0.00651247 0.00518392 0.00345604 0.0128583 0.011538 0.0101463 0.00904449 0.00793835 0.00546307 0.00437459 0.00250966 0.00247528
internal_count=3910 3509 2066 1918 996 546 1443 1283 1180 998 955 729 633 264 226
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=29
num_cat=0
split_feature=1213 52 151 1456 480 49 133 42 43 0 52 34 1 13 13 15 15 16 16 4 15 0 51 151 52 42 13 3
split_gain=0.000639236 0.000650834 0.000444923 0.00044765 0.000439729 0.000464038 0.000508613 0.000481115 0.000593691 0.000668808 0.000558673 0.000628193 0.000470508 0.000451908 0.000425723 0.000551655 0.000536758 0.000446457 0.00071345 0.000516024 0.000404718 0.000544643 0.00040108 0.000354739 0.000332908 0.000335356 0.000229881 0.000218611
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.40391999999999995 -1.0000000180025095e-35 0.086640000000000009 0.10960000000000002 0.10681500000000001 -0.10770999999999999 -0.071899999999999978 -0.070894999999999986 0.11588000000000002 -1.0000000180025095e-35 0.10113500000000002 -0.083514999999999992 -0.11267999999999999 0.035895000000000003 -0.0039399999999999991 -0.0083999999999999995 0.050115000000000007 0.0057500000000000008 -0.095799999999999982 -0.10209999999999998 -0.23836999999999997 -0.0074049999999999993 -0.096614999999999993 0.086825000000000013 -0.26418499999999995 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 9 12 11 -10 13 -9 16 17 -13 19 -19 23 21 -21 -5 -16 -11 -26 -18 -14
right_child=1 2 3 4 -6 -7 -8 8 10 24 -12 14 27 -15 15 -17 26 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.00093440077844714252 -0.0010633464430919509 -0.00093095601262236543 -0.00072363807185045991 5.8830545691655075e-05 -0.00074700818820955727 0.0008561144244489642 -0.00079774566302548368 0.00020616912074933604 -0.0010240657000223428 0.0014721717188508159 -0.00095796361859322877 -4.3082241998946122e-05 0.00016741275353920589 -0.001027554675666892 6.4210621592400473e-05 -0.00073845943284734749 0.0013266281759670942 0.0012905140215679161 -0.00019094387496489739 -0.00089687695055912101 0.00083049697720466887 0.00051578338078485343 -0.0012312393300503667 -0.0010860438944869457 0.0012213743744479025 0.00022623252796754616 0.00042314527731314515 0.0011576562490313829
leaf_weight=0.0016965055757615357 0.0012427586214476252 0.0010304018842361975 0.0015305092494925223 0.0012031755450188086 0.0013130443583568288 0.0019953752970334878 0.0013790649975191629 0.0016758356390171869 0.0010588430007592011 0.0015777827255489818 0.0012087922326831082 0.001962484558581612 0.0010339504893011053 0.0011503862789323804 0.0010770847129890626 0.0018330193703983691 0.0017498422655317647 0.0017268814884261584 0.0013160344487754827 0.0011347793512212958 0.0017551228275412088 0.0014013873072648009 0.0010256810715570655 0.0014389287125494889 0.0012946431645375345 0.0019497085675361236 0.0010266229750026641 0.0010150379862913228
leaf_count=592 345 71 285 14 219 133 347 208 48 49 120 117 27 212 38 297 40 77 91 48 65 44 109 46 64 71 28 105
internal_value=0 1.59898e-05 5.1415e-05 7.8896e-05 0.000113688 0.000146937 0.000102709 0.000143269 0.000196511 0.000500826 3.86153e-05 0.000107528 0.000104935 -0.000296006 0.000180489 2.50586e-05 0.00056368 0.000167141 0.000649796 -4.86096e-05 0.000270939 -0.000116296 -0.000534837 -0.000593629 0.000901074 0.000623339 0.000992557 0.000657964
internal_weight=0 0.0391072 0.0378644 0.036834 0.0353035 0.0339905 0.0319951 0.030616 0.0283872 0.00969734 0.0186898 0.017481 0.00487521 0.00282622 0.0164222 0.0116832 0.00473895 0.00985022 0.00304292 0.0068073 0.00429129 0.00253617 0.00222886 0.00251601 0.00482213 0.00324435 0.00277647 0.00204899
internal_count=3910 3318 2973 2902 2617 2398 2265 1918 1795 736 1059 939 552 420 891 706 185 409 168 241 157 92 123 84 184 135 68 132
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=31
num_cat=0
split_feature=403 480 1429 31 403 1374 150 484 0 2 3 150 376 43 15 1 43 16 52 49 133 43 49 1 13 49 43 2 15 15
split_gain=0.000626405 0.00060927 0.000597479 0.000514175 0.000429346 0.00042931 0.000379374 0.00050968 0.000564578 0.000588244 0.000418782 0.000471337 0.000395874 0.000403645 0.000596518 0.000628416 0.000447333 0.000945079 0.000393083 0.000524686 0.000553999 0.000642987 0.000553697 0.000494695 0.000340018 0.000368388 0.000317008 0.000275374 0.000167129 8.81386e-05
threshold=0.10020000000000001 0.086640000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088854999999999976 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 -0.074904999999999985 -0.0050599999999999994 0.096385000000000012 0.086645000000000014 0.11605500000000001 -0.15109999999999998 -0.053579999999999996 0.08844500000000001 0.0050750000000000005 -0.035699999999999989 0.084240000000000023 -0.006494999999999999 -1.0000000180025095e-35 -0.084059999999999982 0.096530000000000019 0.11026000000000001 0.06211500000000001 -0.067929999999999977 -0.074904999999999985 0.087005000000000013 0.082225000000000006 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 9 -9 11 -8 13 27 26 16 -16 -18 19 23 -21 -22 28 -11 25 -13 -15 -10 29 -23
right_child=-2 -3 3 4 5 6 10 8 12 18 -12 24 -14 14 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098536908904989944 -0.0010851708049410135 -0.00085837057810985243 0.00091076130022208672 -0.00081014132864322863 -0.00063600947353400616 -0.00088008400169862784 0.00085225333716142603 -0.0011169526428671339 0.0013834131698846148 -0.0012158905468090514 0.0010071609900511149 -0.00095393220160015421 -0.00051366524122095636 0.0001978172275039038 -0.00028522741876808177 -0.00085580500160496113 -0.00028846762825654243 0.0013778235995357353 -0.00058163720876865165 -0.00068691574465892487 -0.00045631969186738034 0.00088532742680056265 -0.00020934172150501894 0.00013755369170415771 0.00047209248421188225 0.00015500803061370557 0.0011704183354285416 0.00046919192431819895 0.00044262623720158959 0.0014004920766032842
leaf_weight=0.0010630642564648509 0.0010402475944466241 0.001505313927736395 0.0014035096463209653 0.0011110166517709344 0.0015929046406419891 0.0011521625569393948 0.0015661862770350856 0.0010994721024610793 0.0010731704164754783 0.0010435518922982129 0.0016781631946560793 0.0011544752263656921 0.0011181349630550461 0.0011338197451986054 0.0019998887153160946 0.0013923398907937923 0.0012658989351770362 0.0014118652157080174 0.0021606218386227847 0.001024333040537396 0.0012756355438043893 0.0014969651980174482 0.0010983014611295194 0.001075135364551727 0.0014526098851368463 0.0011959027323225069 0.0015630347774818216 0.0016233258775315562 0.0010210925855886899 0.0011526579476850429
leaf_count=174 277 235 106 476 67 372 73 70 12 94 87 107 26 78 75 138 60 20 477 234 129 94 57 21 36 86 111 51 41 26
internal_value=0 1.5543e-05 4.98018e-05 7.9276e-05 4.67987e-05 7.41401e-05 0.000108183 3.05547e-05 7.24739e-05 -0.000138965 0.000396578 0.000205737 0.000281666 0.000359242 0.000213512 -2.99612e-05 0.000215858 0.000590093 -4.42135e-05 8.21699e-05 0.000265371 0.000426747 0.000662953 -0.00052908 -6.05183e-05 -0.000389689 0.000761514 0.00083304 0.000923949 0.00110944
internal_weight=0 0.0399046 0.0383992 0.0373362 0.0359327 0.0348217 0.0332287 0.0261814 0.0250292 0.0124478 0.00704734 0.00536917 0.0125815 0.0114633 0.00876685 0.00606999 0.00467765 0.00267776 0.0113483 0.00918767 0.00706899 0.00604465 0.00476902 0.00211869 0.00380299 0.00235038 0.00269685 0.0026965 0.00367072 0.00264962
internal_count=3910 3633 3398 3224 3118 2642 2575 2186 1814 1243 389 302 571 545 482 293 155 80 1173 696 581 347 218 115 229 193 189 63 161 120
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=16
num_cat=0
split_feature=42 43 39 16 13 15 474 160 52 151 2 4 42 52 16
split_gain=0.0001089 0.00013377 0.000376859 0.00023545 0.000190643 0.000338955 0.000182404 0.000286115 0.000155745 0.000181235 0.000260431 0.000142957 0.000294904 0.000177808 2.30364e-05
threshold=-0.10770999999999999 -0.06705499999999999 0.085220000000000004 0.24895000000000003 -0.26418499999999995 0.079360000000000014 0.084655000000000022 -1.0000000180025095e-35 0.024145000000000003 -0.0088999999999999982 0.087995000000000004 0.08734500000000002 0.091955000000000023 0.083750000000000005 0.0032450000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 6 7 -6 9 -9 -11 12 13 14 -2
right_child=1 3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.001441243315825177 -0.0010164163349119437 0.001673198852997325 0.0037088529561011647 -0.0024598133063761804 -0.0025183012250440283 -0.0028915849902256463 0.0023198300292573974 -0.0017166213781820573 0.0018178804271544466 -0.00087823729225782496 0.0020637581865304089 0.0014716667335079117 -0.002711680494037738 0.0024366708147339519 0.00017365977899595899
leaf_weight=0.0015405340309376644 0.0010041048283353218 0.0018047648613134229 0.0010904812096711111 0.0013209348336165059 0.0013438477314412231 0.0013367936471939809 0.0010143093690695446 0.0016259363363016763 0.0015702342838406352 0.0019721307041331588 0.0017498208549756034 0.0018012143028178773 0.0012093885173657393 0.0010069287418960349 0.0010007213221278066
leaf_count=241 414 178 247 267 188 925 97 128 110 110 125 133 227 288 232
internal_value=0 8.81909e-05 0.000706117 -0.000231722 5.28912e-06 -0.000278341 9.82508e-05 -0.000174489 0.000280797 -0.000170518 0.000504899 0.000162405 -0.000396273 0.000533493 -0.000422383
internal_weight=0 0.0208516 0.00711284 0.0137388 0.0124178 0.0106131 0.00927628 0.00826197 0.00691812 0.00534789 0.00372195 0.00602236 0.00422114 0.00301175 0.00200483
internal_count=3910 3669 1541 2128 1861 1683 758 661 473 363 235 1294 1161 934 646
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=16
num_cat=0
split_feature=14 147 52 15 11 4 2 16 16 151 4 16 15 13 15
split_gain=0.000101253 0.000111933 0.000202508 0.000202963 0.00032686 0.000160831 0.000385513 0.000221563 0.000170404 0.000147673 0.000174301 0.000239229 0.000233906 0.000205614 0.000199886
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.079225000000000004 -0.14301 0.11085000000000002 0.15100500000000003 -0.30307999999999996 -0.075719999999999996 0.0051950000000000008 0.050115000000000007 -0.07142999999999998 -0.067059999999999995 -0.095799999999999982
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 12 14 -11 -14 -12
right_child=-2 -3 -4 4 -6 8 -8 -9 9 10 11 -13 13 -15 -16
leaf_value=0.0020968247345603294 -0.0018284741490604552 0.0015072468364306371 -0.0022997672216802712 0.00170804241363923 -0.0032976026312601142 -0.0021103443159610751 0.0039779294122988702 -0.0017172637669546611 0.0014837412524601786 -0.0035337220624204126 -0.00030858519037761743 -0.001815454124655707 0.0018005550771228299 -0.0016207228558952499 0.0025963314441581824
leaf_weight=0.0016161764527241841 0.0010206476841418946 0.001729317140175767 0.0013030124997923378 0.0012555094463110273 0.0010337169270044902 0.0014488333691781109 0.001176465869968446 0.0013708038966222524 0.0019997299804446764 0.0010967852854856987 0.001500676638789028 0.0011699268165986099 0.0010013020882116402 0.0015581528944420796 0.0018175267824286911
leaf_count=275 135 216 345 68 152 171 52 105 345 348 130 158 532 752 126
internal_value=0 7.13308e-05 -5.70068e-05 0.000104935 -9.10083e-05 0.000124293 0.00117554 -7.97957e-05 -0.000220544 4.93666e-05 -0.000302823 0.000475001 -0.00125762 -0.000282261 0.00128257
internal_weight=0 0.0210779 0.0193486 0.0180456 0.0164294 0.0153957 0.00380278 0.00262631 0.0115929 0.0101441 0.00814437 0.00448813 0.00365624 0.00255945 0.0033182
internal_count=3910 3775 3559 3214 2939 2787 225 173 2562 2391 2046 414 1632 1284 256
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=31
num_cat=0
split_feature=31 1429 403 4 480 457 457 403 49 51 1 14 11 3 13 376 16 0 160 16 3 16 2 2 1 52 15 3 150 2
split_gain=0.000604867 0.000524794 0.000537557 0.000425892 0.000622402 0.000522316 0.000895899 0.00051747 0.000435367 0.000442134 0.000523635 0.000811164 0.000567527 0.000405767 0.000394164 0.000544904 0.000509083 0.00067878 0.000605136 0.000574295 0.000466017 0.000452529 0.000423214 0.000426644 0.000361506 0.000342624 0.000576699 0.000611441 0.000215387 0.000204672
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.096520000000000009 0.51060500000000009 0.086640000000000009 -0.15747999999999998 -0.0034949999999999994 -0.088854999999999976 -0.24167999999999998 -0.40274499999999996 0.13662500000000002 0.073890000000000011 0.088315000000000018 0.11265500000000002 -0.5337599999999999 1.0000000180025095e-35 -0.004514999999999999 0.12500000000000003 -0.089989999999999987 -0.072804999999999981 -0.12817999999999996 -0.03800499999999999 0.097360000000000016 0.087005000000000013 0.082295000000000021 0.084240000000000023 -0.095799999999999982 -0.073984999999999981 0.11228 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=-1 -2 3 4 5 -3 -7 -8 -9 -10 11 12 14 -12 -11 16 17 18 -16 25 -18 -21 23 24 -22 26 27 -20 29 -28
right_child=1 2 -4 -5 -6 6 7 8 9 10 13 -13 -14 -15 15 -17 20 -19 19 21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00091923258121933435 -0.0010920831517877846 0.0010710626890034604 -0.0011186591870218053 0.00099378518566020971 -0.0012064288627700649 -0.0011530209135380181 -0.0010229535562005956 -0.00091840240536545596 -0.00074791324262952954 -0.00071168645181499883 0.0014615145703309924 -0.0012376299652753174 -0.0007087445839767492 0.00017083910335445132 -0.0010156626575214996 0.0011190864730349526 0.0011163418737472511 -0.0011654992233356173 0.00079003624848256236 -0.0012196358442997429 0.00094168753687684124 0.00016542491035224203 0.00074141141186229555 -0.00081198451103384737 -0.0003225904177863578 -0.00017893366048285535 0.00028175857411038592 -0.00062707419518853085 0.0014930363756001778 0.0011007390523882223
leaf_weight=0.0016162256562012303 0.0011134456396747474 0.0010978068723037629 0.0010275242240714013 0.0010329775216660888 0.001015317544958593 0.0015703811328708897 0.0010546999489097755 0.0010149158396366422 0.001369214702362175 0.0010701866739779497 0.0012350418578662556 0.0010567738209794611 0.0017393462668877637 0.0011015286595555951 0.0010575079197932 0.0015981348536904241 0.0021004673384794614 0.0010990094312006713 0.0013430121788027272 0.0010686696692547848 0.0011098483599037076 0.0011936388902951652 0.0025860862424413322 0.0012385646706792874 0.0010540405029875188 0.0020163585601579437 0.0014290049701763943 0.0015887182973559526 0.0011368743850694862 0.0014898694738065821
leaf_count=113 179 45 292 129 216 232 472 41 93 23 41 95 65 52 225 77 57 16 35 136 38 178 153 131 133 277 162 76 61 67
internal_value=0 -4.56875e-05 -1.54215e-05 1.48337e-05 -1.29207e-05 2.12916e-05 -1.2286e-05 4.24104e-05 7.786e-05 0.000110815 0.000150927 9.01113e-05 0.000144245 0.000853052 0.000205604 0.000248082 0.000183374 -1.26054e-06 0.000102565 0.000207528 0.000489752 -0.00048885 0.000269977 -8.83446e-05 0.000325852 0.000382501 0.000544513 2.20975e-05 0.000922145 0.000699788
internal_weight=0 0.039609 0.0384955 0.037468 0.036435 0.0354197 0.0343219 0.0327515 0.0316968 0.0306819 0.0293127 0.0269761 0.0259193 0.00233657 0.02418 0.0231098 0.0215117 0.0134227 0.0123237 0.0112661 0.00808901 0.00226231 0.00598854 0.00340245 0.00216389 0.00900384 0.00698748 0.00293173 0.00405575 0.00291887
internal_count=3910 3797 3618 3326 3197 2981 2936 2704 2232 2191 2098 2005 1910 93 1845 1822 1745 1233 1217 992 512 314 455 302 171 678 401 111 290 229
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=31
num_cat=0
split_feature=403 31 1429 4 480 457 457 1373 150 14 403 49 11 13 484 160 160 130 16 4 4 4 49 0 49 16 2 4 52 3
split_gain=0.000604326 0.000557374 0.000511511 0.000566831 0.000718516 0.000602363 0.000832936 0.000528808 0.00055662 0.000847082 0.000541837 0.000583946 0.000464389 0.000466097 0.000592785 0.000452354 0.000633182 0.000687009 0.000522262 0.000521047 0.000655117 0.000785154 0.000666003 0.000820237 0.000503998 0.000401947 0.000515257 0.000689343 0.000635369 0.000524558
threshold=0.096520000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 0.12820000000000001 0.077685000000000018 -0.088854999999999976 -0.24167999999999998 0.088315000000000018 -0.5337599999999999 -0.0043499999999999988 -0.091109999999999983 -0.077604999999999993 -0.0015749999999999998 -0.0090499999999999973 0.17888000000000001 -0.0010999999999999996 -0.0048949999999999992 -0.047309999999999998 -0.069794999999999982 -0.050684999999999994 -0.19424999999999998 0.10648500000000001 -0.49269499999999994 -0.088354999999999989 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 10 -9 -12 13 -13 -15 18 -17 -18 -16 20 21 25 -22 -24 -21 -19 27 -27 -29 -30
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 11 12 -14 14 15 16 17 19 -20 24 22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00066953257092355173 -0.0012083124213615034 -0.0010674030871107945 0.00091178704212710124 0.00086105783709303132 -0.0012526385282535691 -0.0011357476917059229 -0.0011466465437115557 -0.0010706967254275038 0.00087911527363643521 -0.001325648075511085 -0.0010194470149099959 -0.00082829089650060582 -0.00068790912048549626 -0.00091480580421273664 -0.0011653628753328165 0.0010661122562328352 -0.00085996468327644048 -0.0005526682329953373 0.00012974695384597489 -0.0002316054219354503 0.00062603517712615548 0.0013225418849502459 -0.0010578943757229029 0.00011019857423680668 0.00094411226891845433 -0.0010108733798903037 0.00093663771590882152 -0.00046678371038606754 0.0002023193905991041 0.0014284974823574421
leaf_weight=0.001561515286986336 0.0011707198785393383 0.0013412028625099373 0.001034295327011491 0.001057638913540381 0.0012766386197108617 0.0018200143004599703 0.0010446934011234523 0.0011428665928351336 0.0011116814241312048 0.0012018890459102307 0.0012669713285902153 0.0012675839738402949 0.0020385012200563315 0.0012198193769927803 0.0011757751727183852 0.0014958422662196815 0.0014066230130480575 0.001458453789382458 0.0013817204613133507 0.001001294556118637 0.0012538039493996678 0.0012972286961985277 0.0027605818182800945 0.0022068230315537519 0.0028928766006290066 0.0010140200577612836 0.0017813851020025417 0.0015019298415677104 0.0018652479681065095 0.0011509830398086897
leaf_count=110 295 179 45 129 216 232 32 462 32 107 37 26 78 267 195 92 175 13 80 30 31 36 138 57 152 35 114 133 339 43
internal_value=0 -0.000168549 -0.000199364 -0.000171057 -0.000198299 -0.000163602 -0.000193059 -0.000145319 -0.000115341 -0.000148065 -0.000104624 -6.95042e-05 -2.96125e-05 1.8089e-05 5.8025e-05 0.000104299 0.000167437 0.000105177 -0.000465663 0.000172435 6.02347e-05 0.000285378 -0.000304168 -0.000538957 0.000641804 0.000131999 0.000268534 5.34021e-05 0.00029226 0.000670225
internal_weight=0 0.0440299 0.0424684 0.0411272 0.0400695 0.0387929 0.0377586 0.0359386 0.0348939 0.0337822 0.0325803 0.0314375 0.0301705 0.028132 0.0268644 0.0256446 0.0230871 0.0215913 0.0025575 0.0201846 0.0162905 0.0100692 0.00622121 0.0049674 0.00389417 0.00877202 0.00731357 0.00553218 0.00451816 0.00301623
internal_count=3910 3615 3505 3326 3197 2981 2936 2704 2672 2640 2533 2071 2034 1956 1930 1663 1388 1296 275 1121 939 713 226 195 182 677 664 550 515 382
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=31
num_cat=0
split_feature=52 1213 1456 453 1374 133 480 42 133 49 1 376 158 34 130 16 51 52 49 151 49 12 1 151 1 47 16 3 1 2
split_gain=0.000607833 0.000456746 0.000455397 0.000486016 0.000431813 0.000461687 0.000342708 0.000309261 0.000468886 0.000535664 0.000795928 0.000407859 0.000385451 0.000474832 0.000418535 0.00045086 0.000442084 0.000576972 0.000478839 0.000476022 0.000392576 0.000681811 0.000350839 0.000344533 0.000206563 0.000285703 0.0001125 0.000180574 0.000104374 8.6321e-05
threshold=-0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085955000000000018 -0.094679999999999986 0.10681500000000001 0.086640000000000009 -0.10770999999999999 -0.10260499999999999 -0.084934999999999997 0.10871500000000002 1.0000000180025095e-35 0.085745000000000002 -0.0011599999999999998 -0.0015749999999999998 0.41476000000000007 -0.07742499999999998 0.087465000000000015 0.10930000000000002 0.063570000000000015 0.093945000000000015 0.090385000000000007 0.14234000000000002 0.077805000000000013 0.11215000000000001 1.0000000180025095e-35 -0.004514999999999999 0.096385000000000012 0.086430000000000021 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 -9 10 23 12 13 -11 -15 16 -16 18 19 24 21 -19 -6 28 25 26 27 29 -10 -18
right_child=1 2 3 -5 5 -7 -8 8 9 11 -12 -13 -14 14 15 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099035321536724424 -0.00074076202448181475 -0.00069612240155479384 -0.00063388280401083599 -0.00090436828834840452 -0.00085398128867921592 -0.00066011343762000755 -0.0005690216237728003 -0.00063651969407998272 -0.0011880324776386419 -0.00055580404607974985 0.00086722955105629843 0.0011038505717263891 -0.0004712155219942076 -0.00042489414008593102 -0.00027318363777688971 0.0013769199218489068 0.00085656822436388179 -0.00074199604907648591 -0.00023306943660838302 -0.0001159855336789454 0.00086802026575161044 0.0005131208130996687 0.00028734909250298428 0.00012950276131634708 0.0014285055514545331 0.00024849706859303195 0.0012748133399602586 0.0013240912836869228 -0.00055148567594916133 0.00029255353019835281
leaf_weight=0.0012865609403559511 0.0015923224923340964 0.0016335702819549316 0.0015403899660810785 0.0010025685026828759 0.0011473121663254085 0.0014057594869416592 0.0012068732748439495 0.0011673538680436598 0.0010668940782379002 0.0010568734461537934 0.0011058204293590279 0.0014766765451495042 0.0011651605688949287 0.0010999150830837126 0.0016635103779881746 0.0010808839668907657 0.0011978967598173951 0.0018400492006430689 0.0010047007198496502 0.0010064002071175082 0.0010149238564625129 0.0016975999128052699 0.0010544597523960419 0.0010433247657495315 0.0013830460023393776 0.0013956125451108914 0.0017235355043889854 0.0010097624492857449 0.0010356370298598705 0.0010292424463400618
leaf_count=353 584 285 68 69 120 416 170 279 46 78 60 124 131 135 155 14 80 108 44 18 24 100 12 47 109 62 73 33 41 72
internal_value=0 7.95113e-06 4.0834e-05 7.56056e-05 0.000104829 0.000140301 0.000176984 0.000207538 0.000249121 0.000288736 -0.000175115 0.000379012 0.000326464 0.000374861 0.000429063 0.000484161 0.000423724 0.000504779 0.000700806 0.000808091 8.49496e-05 -0.000139707 -0.000307382 -0.000541516 0.000928259 0.000819408 0.000980033 0.000823073 -0.000874491 0.000595916
internal_weight=0 0.0378481 0.0362558 0.0346222 0.0336196 0.0320792 0.0306735 0.0294666 0.0272648 0.0260975 0.00425168 0.0218458 0.0203691 0.019204 0.0181471 0.0170472 0.0159663 0.0143028 0.0097502 0.0087455 0.00455257 0.00353765 0.00220177 0.00314586 0.0077391 0.00635605 0.00496044 0.0032369 0.00210253 0.00222714
internal_count=3910 3557 2973 2688 2619 2551 2135 1965 1833 1554 194 1360 1236 1105 1027 892 878 723 491 447 232 208 132 134 429 320 258 185 87 152
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=16
num_cat=0
split_feature=9 147 484 0 0 13 15 42 3 3 2 1 48 16 13
split_gain=0.000100749 0.000184723 0.000213556 0.000161666 0.00035917 0.000330701 0.000202357 0.000236607 0.000197673 0.00011874 0.000404987 0.000149493 0.000193533 0.000165747 0.000106316
threshold=-0.016839999999999997 0.089245000000000005 -0.0043499999999999988 -0.074249999999999997 -0.10575999999999998 -0.083514999999999992 -0.053579999999999996 0.091330000000000008 0.082730000000000012 0.11818000000000002 0.113945 0.085990000000000011 0.086870000000000017 -0.25582999999999995 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 -5 8 14 11 -11 -4 13 -13 -8
right_child=1 -3 3 6 5 -7 7 -9 -10 10 -12 12 -14 -15 -16
leaf_value=0.0015894194353884461 -0.0022176331393783965 0.0016437816532285162 -0.0010312619294675324 0.0019377296213613372 -0.00012516693230694647 -0.0036896435175077127 0.00054869280209464823 -0.0022066770288314622 -0.0008425017080680565 0.0013258340805185642 -0.0031678139353836063 0.00044516714403108979 -0.00025810357989232267 0.0033094998764741155 0.0025360931959340343
leaf_weight=0.0010077980769927488 0.0013862548550908618 0.0015388770701580947 0.001332425499110332 0.0019411948436777321 0.001290583755845562 0.0015890981280854925 0.0020011485652029516 0.0010927768014810657 0.0019333845757820711 0.0010832776173881342 0.0011121886204110698 0.0010028554356263097 0.0018658337714887452 0.0012316739172590907 0.0011654445535924651
leaf_count=121 592 154 195 336 519 1072 228 217 99 39 71 47 104 86 30
internal_value=0 -0.000102676 -0.000236866 -8.95715e-05 -0.000518151 -0.00209216 0.000464094 2.16488e-06 0.000475455 7.6039e-05 -0.000950577 0.000490909 0.000985543 0.00202399 0.00128014
internal_weight=0 0.021567 0.0200281 0.0186419 0.0105079 0.00287968 0.00813395 0.00619275 0.00509998 0.00762825 0.00219547 0.00543279 0.00410036 0.00223453 0.00316659
internal_count=3910 3789 3635 3043 2133 1591 910 574 357 542 110 432 237 133 258
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=17
num_cat=0
split_feature=1374 150 484 41 15 123 1 42 49 2 12 1 4 12 1 4
split_gain=9.74693e-05 0.000215382 0.000224663 0.000201217 0.000183668 0.00017974 0.000189085 0.000241896 0.000330507 0.000193736 0.000172463 0.000172119 0.000170442 0.000151516 9.4898e-05 4.12483e-05
threshold=-0.088294999999999985 0.08486500000000001 -0.0043499999999999988 0.078150000000000011 -0.03231499999999999 0.084845000000000018 0.12864500000000004 0.091955000000000023 -0.086904999999999996 0.10393500000000001 0.093125000000000013 1.0000000180025095e-35 -0.0010999999999999996 0.087615000000000012 0.10521500000000002 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 13 6 7 8 -4 10 11 15 -13 -3 -11 -10
right_child=1 4 3 -5 -6 -7 -8 -9 9 14 -12 12 -14 -15 -16 -17
leaf_value=-0.0016556617415692744 -0.0025070853636891014 0.0031353757677782747 -0.0025738104971819928 -0.0022055775468192672 -0.00063804900717638851 -0.0018110056228634694 0.0019059895914615367 -0.0019040144187493831 0.00028555351568690775 -0.0014855361573841922 0.0027664067705698296 0.0026488322066914047 -1.879033205601911e-05 0.00047900485371922877 0.00051174839229088654 -0.0012565783330485119
leaf_weight=0.0010366392701923735 0.0011653509097888709 0.0015244192574005444 0.0010223610122221958 0.0011732224758604906 0.0010828228640986639 0.0012885043221222353 0.0019060949771172462 0.001607287172864875 0.001001387445808806 0.0014399526959221198 0.0015765248041261851 0.0017203476403051532 0.0012071304991576604 0.0010911865309286561 0.0013796325985389046 0.0010548133404925109
leaf_count=71 583 175 70 157 139 167 165 466 412 226 279 331 107 75 122 365
internal_value=0 5.33379e-05 -0.000198287 -3.40002e-05 0.00124686 0.00013357 0.000313627 6.08933e-05 0.000364501 0.000684765 0.00119753 0.000701234 0.00154885 0.00202718 -0.000508258 -0.000505547
internal_weight=0 0.021241 0.0175426 0.0163773 0.00369843 0.015204 0.0139155 0.0120094 0.0104022 0.00937979 0.0065602 0.00498368 0.00292748 0.00261561 0.00281959 0.0020562
internal_count=3910 3839 3450 2867 389 2710 2543 2378 1912 1842 1494 1215 438 250 348 777
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=18
num_cat=0
split_feature=124 133 132 42 50 158 156 1 1 49 150 151 0 2 42 4 1
split_gain=0.000101579 0.000142362 0.000167969 0.000257158 0.000168541 0.000188129 0.000159074 0.000179291 0.000281459 0.000267266 0.000214697 0.00026648 0.000196045 0.000228828 0.000226956 0.000130809 8.84982e-05
threshold=0.10385500000000002 0.10064500000000001 0.080815000000000012 -0.089024999999999979 0.10625000000000001 0.084965000000000027 0.091280000000000014 0.12263000000000002 0.11215000000000001 -0.085174999999999987 0.083205000000000015 -0.076429999999999984 -0.069794999999999982 0.095040000000000013 0.084100000000000022 0.05309500000000001 0.13271500000000003
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 9 -5 12 -12 14 -14 15 -11 -9
right_child=-2 -3 -4 4 -6 -7 -8 16 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0025004178618630315 0.0015089497884829381 -0.0019434330023235912 0.0016867949503265212 -0.001291048357613701 -0.0020223876652560057 -0.0019656292843019401 -0.0015804795281658408 0.0028504960145577995 -0.0020133221932018904 -0.00045032532468172677 0.004049395215777199 0.00039218650588722533 0.003397692474961498 0.00029966375814500818 -0.0023669853547544132 0.0017443193555842606 0.00075835330037902181
leaf_weight=0.0011350412053672257 0.0010834657831363384 0.0010482035353597116 0.0014333051797156817 0.0018668903121931155 0.0010017380205351025 0.0010400028999869295 0.0011104246867579557 0.0010668516937366044 0.0013504903115476594 0.0018339644185671102 0.0010812054646369695 0.0010166914618290335 0.0010126547746354148 0.0016465793966049524 0.0010483485689161964 0.0011698968616342675 0.0010601331759705901
leaf_count=323 49 586 270 113 273 291 268 43 107 468 133 51 53 144 525 76 137
internal_value=0 -0.000101443 -4.29297e-06 -0.000135731 1.93614e-05 0.000144808 0.0002886 0.000435238 0.000192506 0.000471533 0.000845062 0.00227702 0.000397452 0.00147941 -0.000312578 0.000404411 0.00180773
internal_weight=0 0.0209224 0.0198742 0.0184409 0.0173059 0.0163041 0.0152641 0.0141537 0.0120267 0.0106762 0.00880934 0.0020979 0.00671144 0.00265923 0.00405221 0.00300386 0.00212698
internal_count=3910 3861 3275 3005 2682 2409 2118 1850 1670 1563 1450 184 1266 197 1069 544 180
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=15
num_cat=0
split_feature=52 1 12 43 1 42 4 15 49 49 43 4 160 3
split_gain=0.000100438 0.000122928 0.000168326 0.000137789 0.000160815 0.000261344 0.00017123 0.000196321 0.000212114 0.000169397 0.00016218 0.000248637 0.000223009 0.000154595
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.094385000000000011 0.085330000000000003 0.053925000000000008 -0.24219999999999997 -0.0061499999999999992 -0.0019649999999999997 0.0033500000000000005 -0.08422499999999998 0.087260000000000018 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 9 -8 -9 -6 11 -5 13 -13
right_child=1 -3 -4 4 6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0013485716807701417 0.0013975271664220165 0.0013066952127741805 -0.0017332244427677524 -0.0026709954907622553 0.00015462221087992386 -0.0028820822005892685 0.0011660630764683017 0.00047467808858011787 -0.0023484209827546515 0.0023982827116529421 0.001028370764354808 -0.00026058689523780353 -0.0020992591084356147 0.002048275050918813
leaf_weight=0.0012975031290752828 0.0017312265415774216 0.0017712019151068853 0.0013429503768116876 0.0011617322584712543 0.0016031850708919659 0.0010196788027017484 0.0015752603125612219 0.001205990929651346 0.001394205234387158 0.0016685122676640676 0.0018787374539143281 0.0019336717477681916 0.0010031598707053169 0.0011085504985941519
leaf_count=401 172 217 133 338 153 945 163 97 114 217 229 584 100 47
internal_value=0 6.57855e-05 -5.22108e-05 7.8403e-05 -6.84335e-05 -0.000548873 0.00045448 -0.000207132 -0.00103905 0.00129885 -0.000213116 -0.000661047 -8.38402e-05 0.000580736
internal_weight=0 0.0203981 0.0186269 0.0172839 0.0155527 0.00810553 0.00744715 0.00417546 0.0026002 0.0032717 0.00708585 0.00520711 0.00404538 0.00304222
internal_count=3910 3509 3292 3159 2987 2243 744 374 211 370 1298 1069 731 631
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=31
num_cat=0
split_feature=1456 1213 52 151 1374 1374 14 38 133 14 15 1375 105 160 42 47 52 1 0 12 13 13 13 47 4 4 15 16 52 150
split_gain=0.0006418 0.0006794 0.000473 0.000463368 0.000475305 0.000488092 0.000517401 0.000527946 0.000469777 0.000445921 0.000532483 0.000410901 0.00035722 0.0003566 0.000459066 0.000594714 0.000713522 0.000372839 0.000431243 0.000352694 0.000550228 0.000288056 0.000265923 0.000245512 0.000228131 0.000242507 0.000308698 0.000201482 0.000194727 0.0001891
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.40391999999999995 -0.094679999999999986 0.087785000000000016 0.077685000000000018 0.10208000000000002 0.10681500000000001 -0.46879999999999994 -0.24219999999999997 -0.069079999999999989 0.078475000000000017 0.087825000000000014 -0.10770999999999999 0.13177500000000003 0.11401500000000002 0.11368000000000002 -0.072864999999999985 0.085775000000000004 -0.094679999999999986 -0.0030249999999999995 0.11596500000000001 0.091010000000000021 0.0021050000000000005 -0.019454999999999997 0.05377500000000001 -0.09601999999999998 -0.016329999999999997 0.084800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -11 -12 13 14 -13 16 17 18 19 23 -21 28 -23 24 25 26 -16 -19 -20 -15
right_child=1 2 3 4 5 -7 -8 -9 -10 10 11 12 -14 29 15 -17 -18 27 21 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093868892798403371 -0.00093881364359797801 -0.00090330328140483807 -0.00090970028117909525 -0.00070048516772874662 -0.00062965306734636057 -0.0008910963243845744 -0.00065242141819712388 -0.00076935500544481809 -0.0006964089672011598 0.0010839716575516474 0.0012154993706898025 -0.00039197778463120263 -0.0006191584389821388 -0.00064796508643262096 0.001237973002315231 -0.00064377133295453136 -0.00041374643497056021 0.0015159848206031342 0.0014863538347341377 0.00042946289844654652 -0.0010891320233201915 -0.00017474154114439827 0.00078481083911359126 -0.00023150331067447671 0.0010956392811980963 -0.00023973933654330341 9.1918486203074583e-05 0.00066249626128148575 0.00075226356680521168 0.0002032059975038123
leaf_weight=0.0017288814836020896 0.0016789286285997509 0.001167559329058431 0.001062649180123997 0.0016036086502229088 0.0011499400942494012 0.0010156814365465108 0.0016473069049124369 0.0011945024857107347 0.0011401564438351377 0.0020153248728660344 0.0010254576386121697 0.0018144090901414103 0.0010727702215795878 0.001367253118878641 0.0010584907290365209 0.0011683286084540603 0.0018791156102135878 0.0013212358494603116 0.0014729449492940638 0.0011813165917875408 0.001022761496173346 0.0010794327980363722 0.0017222513508254877 0.0010236167048746081 0.0014155089775700347 0.0010323266522288405 0.0011023222903610019 0.0012243327139020979 0.0019025279624194091 0.0010681634167255538
leaf_count=369 555 298 71 55 54 77 80 54 401 209 41 99 24 166 27 32 215 44 54 33 403 68 22 31 79 129 50 71 65 34
internal_value=0 4.75692e-06 4.64996e-05 7.66474e-05 0.00010599 0.000143896 0.000175653 0.000219021 0.000258036 0.000295407 0.000333439 0.000275162 0.000236481 0.000274957 0.000337443 0.000404945 0.000471396 0.000571842 0.000474905 0.000238829 -0.000275213 0.000774392 0.000415115 0.000439989 0.000589132 0.0003646 0.000653322 0.00110549 0.0010726 -0.000274645
internal_weight=0 0.0396302 0.0379513 0.0367837 0.0357211 0.0341175 0.0331018 0.0314545 0.03026 0.0291198 0.0279699 0.0259546 0.0249291 0.0238563 0.0214209 0.0196065 0.0184382 0.0165591 0.0140135 0.00783634 0.00220408 0.00617716 0.00280168 0.00563227 0.00460865 0.00319314 0.00216081 0.00254557 0.00337547 0.00243542
internal_count=3910 3541 2986 2688 2617 2562 2485 2405 2351 1950 1896 1687 1646 1622 1422 1323 1291 1076 961 752 436 209 90 316 285 206 77 115 119 200
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=16
num_cat=0
split_feature=14 38 3 48 50 4 0 124 160 457 43 13 4 2 4
split_gain=0.000101882 0.000100715 0.000196638 0.000168057 0.000197245 0.000195267 0.000199658 0.000153834 0.000219973 0.000212737 0.000150882 0.000196957 0.000149365 0.000142618 0.000165156
threshold=0.073890000000000011 1.0000000180025095e-35 0.16699000000000003 0.12862000000000004 0.086465000000000014 0.28937500000000005 -0.230625 -0.073304999999999995 0.087825000000000014 0.082870000000000013 -0.074254999999999988 0.16421000000000002 -0.075709999999999986 0.10113500000000002 -0.025214999999999998
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 11 12 -9 14 -12
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0020856559723474227 -0.0015748199396795714 -0.0014407217576458853 0.0019289558895088485 -0.0018035474519788181 -0.0017516775948313089 0.0017716640364331326 0.001547487866419148 0.002730017241413711 -0.002304911094791745 0.0020439363192086548 0.00076922833652129407 -0.0010091931608683441 0.00029535319036354761 -0.00241068852353255 -0.0014722736015258702
leaf_weight=0.0011409100188188798 0.0010147675569849848 0.0010762005938242938 0.0014377064658587227 0.0012217235956074593 0.0013039450863571158 0.0019512833572564716 0.0012709157572063376 0.0010012975340508712 0.0012296906914771042 0.0010911572829668268 0.0015820912348711493 0.0016658486902052516 0.0017505972831501895 0.0012309596365280007 0.0017500987973431232
leaf_count=42 135 91 162 105 638 273 138 128 265 107 744 101 477 268 236
internal_value=0 5.68383e-05 0.000138948 -2.52674e-06 0.000127144 0.000283537 7.17936e-05 -0.000110955 -0.000297452 -5.23625e-05 -0.000307058 0.000355258 0.00118122 -0.000948269 -0.00040803
internal_weight=0 0.0207044 0.0196282 0.0181905 0.0169688 0.0156649 0.0137136 0.0125727 0.0113017 0.0100721 0.00898089 0.00441774 0.00275189 0.00456315 0.00333219
internal_count=3910 3775 3684 3522 3417 2779 2506 2464 2326 2061 1954 706 605 1248 980
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=16
num_cat=0
split_feature=2 123 16 13 150 12 43 13 52 15 2 1 49 3 2
split_gain=9.65736e-05 0.0001686 0.000146635 0.000211326 0.000161085 0.000253049 0.000195359 0.00014008 0.000214602 0.000183526 0.000419978 0.000131638 0.000113973 0.000142991 0.000100089
threshold=0.097940000000000013 1.0000000180025095e-35 -0.114825 -0.088444999999999982 0.087235000000000021 0.051320000000000005 -0.089949999999999988 -0.091849999999999987 0.10701500000000001 -0.0058549999999999991 0.11230000000000001 0.095155000000000017 -0.029304999999999998 -0.077894999999999978 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 12 -4 5 11 -7 14 9 10 -9 -5 -1 -14 -2
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0016805333512235755 0.0020451611190285871 0.002096963588295195 -0.0023212034983695396 8.2777497929403788e-05 -0.00182065615823899 -0.0023325677622219442 4.355183675682914e-05 0.0021555319453392145 0.0011688216923867883 -0.002128610117490627 -0.0016793638711983098 0.0019084478110279854 -0.0010918153107482989 0.0011106104147335578 0.00025094954411772487
leaf_weight=0.0011475741203352818 0.0010784501013745293 0.0010074468508494772 0.0012599565285385814 0.0019866502969123614 0.00121969488737661 0.0012750720262608923 0.0016409846814287926 0.0010094406708969642 0.001492814909657858 0.001474946601100478 0.0014327018787763379 0.0013934499632315411 0.0013022980900525283 0.0011520839398521396 0.0016032139968021331
leaf_count=60 38 179 286 178 166 334 1274 180 179 223 211 84 172 174 172
internal_value=0 0.000340214 -0.000277758 -0.000595297 -0.000305966 -1.2539e-05 -0.000995428 0.000121488 -0.000300356 -0.000860264 -9.42394e-05 0.000835412 0.000495893 -5.79994e-05 0.000972504
internal_weight=0 0.00909902 0.0123778 0.00877581 0.00751585 0.00629616 0.00291606 0.00809157 0.0054099 0.00391709 0.00244214 0.0033801 0.00360196 0.00245438 0.00268166
internal_count=3910 1182 2728 2322 2036 1870 1608 1003 793 614 391 262 406 346 210
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=17
num_cat=0
split_feature=160 38 39 52 13 3 0 0 3 2 4 2 2 12 13 16
split_gain=9.65983e-05 0.000154536 0.000178571 0.00025801 0.000115031 0.000145856 0.000288485 0.000228586 0.000252019 0.000145077 0.000191584 0.000278377 0.000125123 0.000179641 0.000172306 5.19763e-05
threshold=-0.217635 1.0000000180025095e-35 0.005105000000000001 -0.08799499999999999 -0.083514999999999992 -0.13927999999999999 -0.053834999999999994 -0.070894999999999986 -1.0000000180025095e-35 0.084235000000000018 0.0057500000000000008 0.11230000000000001 0.097940000000000013 0.095295000000000019 -0.13934999999999997 -0.0041999999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 12 15 7 8 -7 -10 -11 -12 14 -14 -2 -6
right_child=1 -3 3 -5 5 6 -8 -9 9 10 11 -13 13 -15 -16 -17
leaf_value=-0.0015911312673929175 -0.0020258848217781988 -0.0021169921576134803 -0.00040403022727596697 0.0032020872726046144 0.0001068769532260217 -0.0026978024214910192 -0.0028289915286423915 0.0021346056216382009 0.0019373281273955762 -0.0023475382588369806 0.0023811584546656489 -0.0013864355100096618 0.002984699725178762 -0.00011129670429190337 0.0011181528431687912 0.0019126730488596034
leaf_weight=0.0012275870671363534 0.0010265994669968193 0.0010155548009704854 0.0012035394930642873 0.0014701233744907121 0.0010571704546756266 0.0014889546276122311 0.0016783128925633535 0.0011957360029372643 0.0010333873357124546 0.0012609945878985229 0.0012386035121778605 0.0013861654142299784 0.0013997922938695229 0.0011295165641465044 0.0013406752822958624 0.0010694630976771898
leaf_count=429 89 89 88 261 84 1191 240 232 30 71 51 72 159 61 618 145
internal_value=0 7.7931e-05 0.00019538 0.00157881 -3.14668e-05 -0.00034926 -0.000661824 -0.000183489 -0.000616039 1.40796e-05 -0.000497393 0.000391456 0.000708975 0.00160212 -0.0002453 0.00101499
internal_weight=0 0.0199946 0.018979 0.00267366 0.0163054 0.0114088 0.00928215 0.00760384 0.00640811 0.00491915 0.00388576 0.00262477 0.00489658 0.00252931 0.00236727 0.00212663
internal_count=3910 3481 3392 349 3043 2116 1887 1647 1415 224 194 123 927 220 707 229
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=31
num_cat=0
split_feature=1429 51 1 133 42 0 159 47 49 133 4 3 16 48 48 0 48 47 47 47 16 4 13 133 2 12 4 15 2 3
split_gain=0.000584256 0.000528552 0.00047522 0.000605896 0.000466148 0.000474667 0.000395751 0.000370439 0.000490714 0.000478607 0.000708781 0.000481942 0.000413712 0.0004374 0.00027987 0.000691056 0.000331813 0.000392661 0.000774076 0.000395287 0.00024852 0.000206627 0.000200279 0.000367819 0.000204128 0.00019845 0.00015631 0.000102844 0.000100875 6.88506e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10752500000000002 0.10681500000000001 -0.094739999999999977 -0.060094999999999989 0.087060000000000012 0.09252500000000001 -0.088329999999999978 -0.0056849999999999991 0.05309500000000001 0.090325000000000003 -0.08286499999999998 0.086125000000000021 0.12738500000000003 -0.15137999999999999 -0.031569999999999994 0.084155000000000021 0.10783500000000001 0.11603500000000001 -0.085924999999999987 -0.014549999999999999 0.10924000000000002 0.065880000000000008 0.10113500000000002 0.089570000000000025 -0.34687499999999999 -0.094924999999999995 0.084065000000000015 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 8 -6 -10 11 12 28 21 16 -16 -4 25 -19 -20 -13 -14 23 24 26 27 -7 -18 -11 -12
right_child=1 2 6 -5 5 22 -8 -9 9 10 29 20 13 -15 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097150621388457023 -0.00083344356607184067 -0.0008706784133607734 -0.00023261272209436178 -0.0010909462429539807 -0.00085757666781169242 -0.00013602268104398512 0.0010821994013323554 -0.00082679511492550885 -0.00074155173001780696 0.00046060217373567093 0.00057881788284813523 6.9897626408961741e-05 -0.00042764735508301434 0.00020885819802356486 -0.0010089434933801128 0.00054179401845424362 0.00074466445510897744 -0.00082384026373195679 0.0012041897197168482 8.0562500667303045e-05 0.0010103465003952435 -0.0012219868558037482 0.00070852171470017972 0.00086758867864647634 -0.00050368732167962397 0.00032198473773698672 0.0005623663089368156 0.001363729076525193 -0.00010746239242288452 0.0010658436175808126
leaf_weight=0.0011744426946005406 0.0013392978949633419 0.0011498208008644114 0.0016982312004256723 0.0010433102111858652 0.0012634619766394026 0.001279864670364006 0.0010376444200124188 0.001256387573849411 0.0012973530356836802 0.0012602574250184509 0.0010402026446336698 0.0011202768807621055 0.0011381192842940804 0.0010208550109054304 0.0011008108128720551 0.0010662004153800817 0.0010011341754252463 0.001093892905338123 0.0010446855482880574 0.0013560842108066851 0.0010044201266889985 0.0013484877543090672 0.0018895969218100106 0.0011174466705901054 0.0011749973116437218 0.0010506234172007467 0.0011438180213474451 0.0010222015999656851 0.0011064164580020242 0.0011540563349541353
leaf_count=181 134 237 52 477 104 60 182 170 727 61 73 28 305 73 30 64 127 35 27 21 30 238 40 44 90 65 25 63 107 40
internal_value=0 1.26333e-05 4.56883e-05 -6.89435e-05 -1.99555e-05 2.7492e-05 0.000273614 -0.000115547 -4.54822e-05 4.38137e-05 0.000143773 -4.58364e-05 -0.000248505 -0.000547785 0.000193201 -0.000245959 0.000308319 0.000448169 0.000133362 0.000569504 0.000514481 -0.000858418 0.000330869 0.000179556 -3.40895e-05 0.000806061 0.000193571 0.00105742 0.000195033 0.000834966
internal_weight=0 0.03562 0.0342807 0.0228091 0.0217658 0.020616 0.0114715 0.0140103 0.0127539 0.0114904 0.0101931 0.00799883 0.00587414 0.00350746 0.0104339 0.00216701 0.00826685 0.00656862 0.00349466 0.00240077 0.0021247 0.00248661 0.00660572 0.00471613 0.00359868 0.00307396 0.00242368 0.00202334 0.00236667 0.00219426
internal_count=3910 3729 3595 2929 2452 2215 666 1956 1786 1682 955 842 784 616 484 94 390 338 83 48 58 543 259 219 175 255 85 190 168 113
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=16
num_cat=0
split_feature=2 3 50 158 457 52 151 16 42 43 2 15 3 0 0
split_gain=0.00010273 0.000250533 0.00018663 0.000211185 0.000159874 0.000151097 0.000170701 0.000272181 0.000178974 0.000229001 0.000152673 0.00022458 0.00018197 0.000148828 7.65332e-05
threshold=0.12238000000000002 0.12566000000000002 0.086465000000000014 0.084965000000000027 -0.0034949999999999994 -0.40083499999999994 -0.084129999999999996 -0.50388999999999984 -0.10770999999999999 -0.07526999999999999 0.10113500000000002 -0.095799999999999982 0.086245000000000016 -0.074249999999999997 -0.075859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 13 11 -11 -13 -10 -12
right_child=1 -3 -4 -5 5 6 7 8 9 10 14 12 -14 -15 -16
leaf_value=-0.0016073662364348739 0.0024197667175980238 -0.00042317019101476136 -0.0019999825973376901 -0.0019892551916617833 -0.001363926108834735 -0.00095546691870781076 0.0022965627318174823 -0.0015386667736440301 0.00043093915595955194 -0.0012565952484736862 -0.00018688212182873303 0.00016178194959636365 0.0024643690316223485 0.0024350975692425695 -0.0019875612066220898
leaf_weight=0.0010882713091190091 0.0011957528010429269 0.0015174730623454258 0.0010928809006687237 0.0011015141160098932 0.0011753042502991558 0.0018230929575526753 0.0016930569535283909 0.0010407295496536748 0.0015008421394045179 0.001162585646861565 0.0010365596707798685 0.0017337349584723091 0.0012925238309247078 0.0017104643060880664 0.0010010262231906625
leaf_count=190 270 147 644 352 311 244 112 101 352 142 62 719 58 102 104
internal_value=0 0.000829748 -0.000138235 -2.10288e-05 0.000112321 0.000235689 0.000370029 0.000568567 0.000289366 0.000490949 -2.86637e-05 0.000478615 0.00114522 0.00149843 -0.00107152
internal_weight=0 0.00271323 0.0184526 0.0173597 0.0162582 0.0151699 0.0139946 0.0121715 0.0104785 0.00943774 0.00622643 0.00418884 0.00302626 0.00321131 0.00203759
internal_count=3910 417 3493 2849 2497 2307 1996 1752 1640 1539 1085 919 777 454 166
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=28
num_cat=0
split_feature=31 457 457 1213 52 160 1374 150 1 0 2 49 42 3 51 133 2 52 12 4 16 3 0 12 15 43 15
split_gain=0.000592745 0.000395533 0.000771251 0.000501634 0.000398031 0.000371447 0.000382531 0.000430744 0.000476752 0.000718813 0.00048141 0.000577426 0.000551623 0.000436546 0.000549809 0.000364768 0.000559412 0.000436968 0.000400163 0.00035283 0.00044612 0.000335639 0.000325224 0.000254897 0.000321044 0.000220386 0.000144602
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 -0.094679999999999986 0.082085000000000019 0.10752500000000002 -0.017269999999999997 -1.0000000180025095e-35 -0.00064499999999999985 -1.0000000180025095e-35 0.094625000000000015 -0.069529999999999995 0.10599500000000002 0.097360000000000016 -0.066329999999999986 0.084235000000000018 0.40812500000000007 -0.063614999999999991 0.10666500000000002 -0.16443499999999997 0.092475000000000016 -0.064869999999999983 -0.078454999999999983 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 10 13 -8 -12 -13 23 -15 16 17 -14 -19 20 26 25 -16 -10 -25 -18 -9
right_child=1 2 3 4 5 6 7 19 9 -11 11 12 15 14 22 -17 21 18 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00079255501291461059 0.00069637189620294323 -0.0011081131707191719 -0.00077653098855186644 -0.00072269081216934968 -0.00067764119943288241 -0.00056256091562427587 -0.00086586740276232076 0.0012333155999258846 0.00082740010525557655 0.0011990938937693255 -0.00087695044892502631 -0.00064778850430150285 -0.00071777207306157793 -0.00095578264891247623 -0.00037177629004694343 -0.00055019878632742354 0.00075085617789902553 0.0005493182107703411 -0.00027415505020789122 -0.00019685713556339177 0.00011497357008338765 0.0011200601720013355 0.00041708364515720886 -0.00025615419282739823 0.00062958341627788485 -3.0538509967947765e-05 0.00062920148582248263
leaf_weight=0.0013979461185095179 0.001113662334180531 0.0010456286353365254 0.0013140137189216186 0.0011144103047260314 0.0010946492373248842 0.0014521140532206536 0.0012602078316135074 0.0011675492527016829 0.0014274920453077183 0.0010532241950438346 0.0012008228736424273 0.0015817223828838165 0.001134826403301206 0.0010325868482432554 0.0014002335565042046 0.001034561470661389 0.0010141563608967452 0.0019560174110058214 0.0017101169212552225 0.0011940344426697447 0.0019086872551987702 0.0012700774380505209 0.0019106106225033059 0.0013136992771727307 0.0012205709162422806 0.0012409693221711038 0.001288902724877472
leaf_count=113 50 210 588 309 250 67 69 31 106 82 137 553 142 18 50 240 35 64 223 51 161 22 84 68 29 91 67
internal_value=0 -3.29351e-05 -5.65856e-05 -2.35636e-05 7.37261e-06 3.37298e-05 5.98843e-05 9.17991e-05 1.60144e-05 0.000231379 -0.000134355 -5.84402e-05 3.13831e-05 0.000108659 -0.000163607 0.000146146 0.000232669 -4.35138e-05 0.000165198 0.000402098 0.000565935 0.000608802 8.34563e-05 0.000407154 0.00017044 0.000320864 0.000916336
internal_weight=0 0.0354555 0.0343419 0.0332963 0.0319822 0.0308678 0.0297732 0.0283211 0.0227619 0.00935842 0.0134035 0.0121433 0.0109424 0.00830519 0.00434343 0.00936073 0.00832616 0.00480096 0.00366613 0.00555917 0.00436514 0.0035252 0.00331084 0.00396176 0.00253427 0.00225513 0.00245645
internal_count=3910 3797 3747 3537 2949 2640 2390 2323 2013 437 1576 1507 1370 355 152 817 577 429 287 310 259 148 134 203 97 126 98
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=17
num_cat=0
split_feature=1 11 4 16 12 12 15 159 3 1 15 4 47 51 151 4
split_gain=0.000105337 0.000224081 0.000209206 0.000179021 0.000175213 0.000179924 0.000207898 0.000166372 0.000211292 0.000363171 0.000158912 0.000150038 0.000140376 0.000125117 0.000132281 0.000112862
threshold=0.11235500000000002 0.081005000000000008 0.24280000000000004 -0.5152199999999999 0.10058500000000002 0.093125000000000013 0.079360000000000014 0.090705000000000022 -0.10628499999999998 1.0000000180025095e-35 -0.017214999999999998 -0.017449999999999997 0.12339500000000002 0.090935000000000016 -0.076429999999999984 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 8 -1 -10 12 -11 -2 14 -13 -16
right_child=2 -3 3 -5 -6 -7 -8 -9 9 11 -12 13 -14 -15 15 -17
leaf_value=0.0019268814215079107 -0.0026425414336134806 -0.0027155900441840188 4.7118003801364929e-05 0.0029455817217635574 -0.0021652670361696747 0.0017669564129904468 -0.0023738041151381115 -0.0018679046836236252 -0.0025024353689766824 0.002403398281095411 0.0012756223568019794 0.0012533373792886486 0.00010208679100039122 0.0017591806416348717 -0.0024590289563006257 -9.3038638946261079e-05
leaf_weight=0.0019561209927037061 0.0010192940239104886 0.0010242870536799628 0.0010709847262288241 0.0015367010051787963 0.0010987671693252774 0.0016672961437015363 0.0011198772332279084 0.0011336086504809282 0.0014689421680686744 0.0010399615736634837 0.0012393908817753809 0.001031858440589839 0.0012036774797206107 0.0010503904934293651 0.0010152797463648389 0.0014498831227256481
leaf_count=85 140 177 82 261 368 426 931 181 608 143 87 106 61 48 125 81
internal_value=0 -0.000258241 0.000590982 0.00175517 -7.88633e-05 9.83913e-05 -0.000148547 9.70669e-05 0.000344226 -9.45104e-05 -0.000285832 0.000538542 -0.0011564 0.000112063 -0.000382677 -0.00106747
internal_weight=0 0.0150563 0.00607005 0.00260769 0.014032 0.0129332 0.0112659 0.010146 0.00901244 0.00705632 0.00346236 0.00558737 0.00222297 0.00454741 0.00349702 0.00246516
internal_count=3910 3279 631 343 3102 2734 2308 1377 1196 1111 288 503 201 360 312 206
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=16
num_cat=0
split_feature=124 4 0 43 15 133 160 474 0 16 42 42 16 1 2
split_gain=9.61695e-05 0.000160683 0.000131775 0.000170206 0.000168474 0.000158506 0.000172448 0.000228607 0.00015304 0.000361786 0.000286271 0.000239377 0.000218489 0.000205664 0.000125105
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.083940000000000015 0.10363000000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.084655000000000022 -0.15713499999999997 -0.055679999999999993 0.090930000000000011 0.084100000000000022 -0.094359999999999986 0.095575000000000007 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 12 11 14 13 -8 -10 -11
right_child=-2 2 3 -5 -6 6 8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0015532420224796495 0.0012407584535649157 -0.0013886547817023806 0.001630997129821994 -0.00035181669473732932 -0.0017444771089792472 -0.0017405248081230318 -0.0012455104962079877 0.00068406434658635832 0.0011669434728732134 -0.0021467418317529306 0.0015820419516786629 0.00015943038307159876 0.0010927567993120261 0.0037592790868130757 -6.1402435642741776e-05
leaf_weight=0.0012725075343800176 0.0010730732259509037 0.0013985670591390937 0.0019103330375367924 0.0013680743195614298 0.0011229597670299194 0.0017877644028567808 0.0019638951800454163 0.0011945374148333993 0.0010492473535843039 0.0011263087576200426 0.0010392226481819589 0.0011555779182903583 0.0011767622400098432 0.0012173620530720186 0.0010001549457494263
leaf_count=174 49 919 199 36 330 570 132 197 265 184 148 322 41 116 228
internal_value=0 -7.82473e-05 2.315e-05 0.000803572 -0.000144817 -1.75014e-05 0.000133366 -0.000769375 0.000410103 0.000781715 -0.000263833 0.0017489 -0.000369393 0.00255925 -0.00116593
internal_weight=0 0.0197833 0.0185108 0.00327841 0.0152324 0.0141094 0.0127108 0.0029823 0.00972853 0.00658787 0.00316569 0.00342219 0.00314066 0.00226661 0.00212646
internal_count=3910 3861 3687 235 3452 3122 2203 767 1436 1263 560 703 173 381 412
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=16
num_cat=0
split_feature=2 4 40 48 3 1 160 42 151 49 12 2 3 16 1
split_gain=9.15674e-05 0.000272832 0.000237584 0.000145389 0.00013022 0.000177746 0.000130197 0.000178912 0.000210935 0.000197808 0.000355507 0.00025073 0.000283826 0.000156463 6.62062e-05
threshold=0.10910500000000002 -0.49837999999999999 -1.0000000180025095e-35 0.12738500000000003 -0.11266 0.11198000000000001 -0.092169999999999988 -1.0000000180025095e-35 -0.084129999999999996 -0.029304999999999998 0.085185000000000025 0.086875000000000022 -0.077894999999999978 -0.008734999999999998 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -3 -8 -9 10 -10 12 -11 -13 -14
right_child=2 6 3 -5 5 -7 7 8 9 11 -12 13 14 -15 -16
leaf_value=-0.0025031604691375846 0.002484494470439874 -0.0015934830092621511 0.0018521498517472049 -0.0014335812842870724 -0.0013846379691350636 0.0010825374870617444 -0.0012106252309593299 -0.0012748825357195232 9.7872701625498736e-05 -0.0020700807132777565 0.0036687447615953725 0.00015118340829056883 -0.0003422389292836596 0.0023016776933535875 0.0012164390720453392
leaf_weight=0.0010345830206460729 0.0010508355901176214 0.0010608367364471497 0.0010699212111626721 0.0011032729375799466 0.0011923272885724775 0.001335854716476681 0.0019096894771392656 0.001516701733502465 0.0013123541171212762 0.0016126305508725207 0.0011105212984328094 0.0014624702016313856 0.0011430079251583619 0.0014572552848654413 0.0012106979436565246
leaf_count=155 180 470 105 74 267 153 824 264 119 478 79 291 140 182 129
internal_value=0 -0.000202586 0.000487811 4.15185e-05 0.000493823 -8.10182e-05 -3.00649e-05 0.000100166 0.000331395 0.000593105 0.00173458 0.000191476 -0.000568968 0.00122451 0.000459513
internal_weight=0 0.0148307 0.00575221 0.00470138 0.0035981 0.00252818 0.0137962 0.0127353 0.0108256 0.00930894 0.00242288 0.00688606 0.00396634 0.00291973 0.00235371
internal_count=3910 3131 779 599 525 420 2976 2506 1682 1418 198 1220 747 473 269
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=15
num_cat=0
split_feature=52 1 12 1 52 1 1 3 3 12 48 3 13 16
split_gain=9.93206e-05 0.000111875 0.000129966 0.000127687 0.000145188 0.000138228 0.000199679 0.000182879 0.000149746 0.000166402 0.000147103 0.000131131 0.000122172 9.72035e-05
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 0.11368000000000002 0.11401500000000002 0.11167500000000001 0.10386500000000001 0.10420500000000001 -0.115685 0.086865000000000012 0.085845000000000019 0.094625000000000015 0.097095000000000015 -0.022939999999999999
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 12 10 13 -5 -2 -10
right_child=1 -3 -4 11 -6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0013459536134602364 0.0017419401220995538 0.001269465568867188 -0.0015226977068571949 0.0022813518082805736 -0.0014020175840559067 -0.001527591787796658 0.0019077394320444504 0.0018819337354451886 0.0010081223574857135 -0.0023847286124214087 -0.0014532604763315092 1.0166304741558554e-05 -0.00048095182745160227 -0.00068169735832727236
leaf_weight=0.0012189523891450995 0.0013461135856869255 0.0016756037329855129 0.001275879673006782 0.0011548927000789013 0.00174432147556318 0.0011189024185656047 0.0014775103453614777 0.001065991094165498 0.0019388668877937179 0.0010616855417062282 0.0016497433799169126 0.0012216869969137178 0.0010111235851401612 0.0013474357840831883
leaf_count=401 123 217 133 210 488 49 146 37 402 1029 170 96 68 341
internal_value=0 7.68367e-05 -3.79191e-05 7.94664e-05 -9.91655e-05 8.99434e-05 0.000256009 -3.03525e-06 -0.000243534 -0.000649123 -0.000275815 0.00111384 0.000788443 0.00031527
internal_weight=0 0.0190898 0.0174142 0.0161383 0.0137617 0.0120174 0.0108985 0.00942096 0.00835497 0.00599773 0.00493605 0.00237658 0.00235724 0.0032863
internal_count=3910 3509 3292 3159 2853 2365 2316 2170 2133 1942 913 306 191 743
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=16
num_cat=0
split_feature=52 52 0 4 2 160 12 42 52 0 4 2 47 4 13
split_gain=8.11326e-05 0.000102641 0.00020566 0.000185895 0.00014949 0.000140932 0.000212056 0.000143813 0.000140347 0.000329455 0.000173615 0.000170317 0.000234808 0.000305803 9.48548e-05
threshold=-0.40083499999999994 -0.048794999999999991 -0.14733499999999997 0.0057500000000000008 0.096970000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.10701500000000001 0.12007500000000002 -0.084009999999999987 0.11708 0.09252500000000001 0.05309500000000001 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 6 -3 -7 9 10 -9 12 13 -12 -4
right_child=1 5 4 -5 -6 7 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0012452824880074046 -0.0019767235814477616 -8.0627364117856593e-05 -0.00040525357802966667 0.00086072959751587583 0.0026800551938413989 -0.0015936598125233842 -0.0029385255984089842 0.0022701408059080303 0.0015050719386726129 -0.0026207157390107554 -0.0008600424842549431 -0.0017256014219894332 -0.0015481619878978503 0.0023329371002128248 0.0015037858112268187
leaf_weight=0.0012099643545359353 0.0011419431090279319 0.0016265934274056751 0.0011915161533448404 0.0011027234644558348 0.0012685592789710709 0.0011050447724188098 0.0010304424598915549 0.0010153392911685932 0.0018407087167513492 0.0010167855630144329 0.0011510965016753895 0.0010560443598957338 0.001032798058437423 0.0019864219936526484 0.0013475919928866336
leaf_count=401 90 173 218 25 247 695 751 68 179 32 435 153 63 171 209
internal_value=0 7.13079e-05 0.00060064 -0.000582786 0.00129828 -0.000177788 -0.00118897 8.55082e-05 0.000289433 -1.88452e-05 0.000405005 4.26598e-05 0.000490434 0.00116149 0.000607939
internal_weight=0 0.0189136 0.00605233 0.00224467 0.00380767 0.0128613 0.00265704 0.0102042 0.00909919 0.00725849 0.0062417 0.00522636 0.00417032 0.00313752 0.00253911
internal_count=3910 3509 789 115 674 2720 924 1796 1101 922 890 822 669 606 427
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=16
num_cat=0
split_feature=4 160 484 11 43 48 12 133 12 13 15 16 1 1 2
split_gain=7.77834e-05 0.000110527 0.000113322 0.000134606 0.000135994 0.000314012 0.000205784 0.000163537 0.000154823 0.000185014 0.000272393 0.000226764 0.000151431 8.0104e-05 6.49229e-05
threshold=0.50541500000000006 -0.217635 -0.0043499999999999988 0.081130000000000022 -0.06705499999999999 0.086665000000000006 -0.036459999999999992 0.084760000000000016 0.10058500000000002 -0.10939499999999998 1.0000000180025095e-35 -0.094359999999999986 0.11663000000000003 0.094890000000000016 0.084065000000000015
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 -6 12 9 -8 11 -11 14 -13 -4
right_child=-2 2 3 -5 6 -7 8 -9 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0018035952034045923 0.0014506426512574399 -0.0016890426748519046 0.0025561899512793647 -0.001636397172221456 -0.0023894115722495053 0.0033566772623595553 0.002193923618641019 -0.0016840515162739767 -0.0015861042869187861 -0.0010613212083688279 -0.0023952150912035569 0.00076416731755377186 -0.00080253702802790983 0.0025878075692059954 0.00080350109938483606
leaf_weight=0.0010494862703425275 0.0010269919429609425 0.0010867098272500228 0.0010734798386673435 0.0011936804446890372 0.0010733518942353222 0.0012271931688683686 0.0014457966547085626 0.0010019978125699325 0.0013005590882617796 0.0015838297102753821 0.0011171694069864388 0.0018003852670501006 0.0012061398299828552 0.001181576266715112 0.0015014370937797838
leaf_count=376 228 591 146 182 124 189 112 421 191 149 727 192 48 50 184
internal_value=0 -8.73657e-05 1.3861e-05 0.000124629 0.000260136 0.000900849 -0.000145102 0.000270755 0.000140678 0.000455709 1.3492e-05 0.000602861 0.000788788 0.00148677 0.0015342
internal_weight=0 0.0188428 0.0177933 0.0167066 0.0155129 0.00601025 0.00950267 0.00478305 0.00842932 0.00712876 0.00568296 0.00456579 0.00378106 0.00298196 0.00257492
internal_count=3910 3682 3306 2715 2533 988 1545 799 1421 1230 1118 391 378 242 330
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=15
num_cat=0
split_feature=124 1 0 13 47 50 4 3 150 47 4 0 47 151
split_gain=7.57326e-05 0.000107251 0.000165245 0.00013793 0.000126881 0.000159667 0.000145835 0.000234804 0.000213942 0.00013719 0.00010011 8.74472e-05 8.07791e-05 6.14069e-05
threshold=0.10385500000000002 0.076710000000000014 -0.089879999999999974 0.11596500000000001 0.086425000000000016 0.08568000000000002 0.0057500000000000008 -0.0038649999999999999 0.11456000000000001 0.10783500000000001 0.41315500000000005 -0.014809999999999999 0.12339500000000002 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 6 7 -3 10 -6 -8 -4 -11 -9
right_child=-2 4 3 -5 9 -7 8 13 -10 12 -12 -13 -14 -15
leaf_value=-0.0023119264951754447 0.0013785156735953762 0.001414354655849967 0.00018487324529683222 0.0011474515422265112 -0.0018821893701205553 -0.0014622684054868542 0.0030864921736560471 -0.00029787901482720259 -0.00014779050740161315 0.001189837896055544 0.0010659716171928539 -0.0016196114398238674 -0.0008129305086865586 -0.0020829974010064759
leaf_weight=0.0013079344802572456 0.001023901358748496 0.0017752361043579541 0.0013032323700652212 0.0014201275056435203 0.001464718663577059 0.0010026625799957065 0.0016675679418609035 0.0010830214985786957 0.0015549240907426765 0.0010963275091338161 0.0011226950150099446 0.0016848292816601411 0.00110791042877878 0.0010275116951530255
leaf_count=476 49 468 1329 114 164 364 126 75 94 115 240 77 93 126
internal_value=0 -8.26914e-05 -0.000679159 -0.000194708 0.000181557 0.000508536 0.000748612 1.2327e-05 0.00140705 -0.000641349 0.00227351 -0.000832592 0.000183192 -0.00116696
internal_weight=0 0.0186187 0.00571612 0.00440819 0.0129026 0.00923362 0.00823096 0.00388577 0.00434519 0.00366896 0.00279026 0.00298806 0.00220424 0.00211053
internal_count=3910 3861 1996 1520 1865 1493 1129 669 460 372 366 1406 208 201
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=14
num_cat=0
split_feature=42 376 133 43 16 3 3 474 160 2 4 151 2
split_gain=8.28156e-05 0.000167119 0.000141593 0.000148411 0.00017458 0.000152541 0.000149683 9.18336e-05 0.000151325 0.00012042 0.000165947 0.000136622 0.00017703
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 0.15737500000000001 -0.075954999999999981 -0.100615 0.083840000000000012 -1.0000000180025095e-35 0.087995000000000004 0.05309500000000001 -0.0088999999999999982 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 8 -5 10 -10 -11 -13
right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 12 -14
leaf_value=-0.0013846662892578621 0.0014102192664786288 0.0019740519987356334 -0.0020295349800325711 -0.0020710628160289747 -0.0023216448900678726 0.0024536472762087709 -0.0010661831147542424 0.0016206297940722966 -0.0025473067061961958 -0.00090681696355929893 0.00030866949825455808 0.0027238562286088139 -1.851679912145828e-05
leaf_weight=0.001353011201422046 0.0017028679449956341 0.001454370805289258 0.0011424885660511882 0.0012625659092821316 0.0012564512944598658 0.0014957190297723863 0.0015598178238279969 0.0010042457755573839 0.0011317098987189593 0.001269310706118798 0.001694876451284133 0.0015540764888979097 0.0015868042422363393
leaf_count=241 122 197 856 282 270 201 524 111 518 118 89 243 138
internal_value=0 9.6562e-05 -6.73284e-05 7.71319e-05 -0.000298453 0.000926431 0.000226306 -3.09706e-05 -0.000226117 9.57623e-05 -0.000834808 0.000692184 0.00133838
internal_weight=0 0.0181153 0.0166609 0.0155184 0.01076 0.0047584 0.00326269 0.00950359 0.00849934 0.00723678 0.00282659 0.00441019 0.00314088
internal_count=3910 3669 3472 2616 1769 847 646 1499 1388 1106 607 499 381
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=23
num_cat=0
split_feature=1213 1374 150 15 12 484 160 133 0 43 49 42 3 52 4 49 49 0 12 157 0 1
split_gain=0.000560219 0.000455973 0.00048737 0.000347165 0.000307328 0.000299849 0.000277201 0.000279628 0.0004027 0.000466873 0.000342445 0.00036154 0.000309239 0.000288191 0.000255318 0.000238309 0.000254815 0.00019839 0.000264296 0.000288838 0.000392519 0.000431522
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -0.03231499999999999 0.092870000000000022 -0.0043499999999999988 -0.40446999999999994 0.10681500000000001 -0.017269999999999997 -0.34918499999999997 -0.084934999999999997 0.092395000000000019 0.10666500000000002 0.090640000000000012 0.0057500000000000008 0.0037600000000000003 0.10447000000000002 -0.15291499999999997 0.093125000000000013 -0.073574999999999988 -0.10209999999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 14 -3 -7 8 9 -8 -11 15 13 -10 -4 17 -17 -12 19 -19 -21 -22
right_child=1 2 3 -5 -6 6 7 -9 12 10 11 -13 -14 -15 -16 16 -18 18 -20 20 21 -23
leaf_value=-0.00086789887641451299 -0.00072676841890474274 -0.00057374960798191462 0.0004768172095505247 -0.00011311803907920767 9.0291832916951617e-05 -0.00064443709200713117 -0.00090739287648634751 -0.00063789629819981607 0.00058314488215792815 -0.00049330775467558256 0.00077452463815757839 -0.00041621294673371552 0.00100790798797328 -0.00015566491460256048 0.0013043028552202588 -0.00052148649126504193 0.00024373085094546998 0.00072424891274571184 0.0007573933068058138 -0.00066756303924765041 -0.0002762400039210374 0.00082992317956198983
leaf_weight=0.0013229783947983067 0.001393278789032947 0.0016550801344792079 0.0013534995278745576 0.0015819454329042406 0.001285378831160866 0.001085918478858249 0.001005171455530582 0.0010144863827140629 0.0019957750517779543 0.0018999078895474133 0.0015266651742357707 0.0019469116825700803 0.0012167642902465303 0.0018366773590443586 0.0013484374336989458 0.0014216527384135489 0.0017696158378298632 0.0010270824069706927 0.0013680622057026248 0.0013427995393275839 0.0013956959622891856 0.0011781949259728197
leaf_count=592 68 557 97 137 46 254 55 355 210 94 66 221 48 41 96 184 137 64 100 65 367 56
internal_value=0 2.60682e-05 6.07364e-05 0.000420389 0.000632055 -2.04011e-05 1.93636e-05 5.22102e-05 8.56584e-05 -1.96069e-05 4.03784e-05 0.000118515 0.000416759 0.000229075 0.000889785 0.000212902 -9.71597e-05 0.000339137 0.000233828 8.89451e-05 -7.76521e-05 0.000230105
internal_weight=0 0.031649 0.0302557 0.00556926 0.00398732 0.0246865 0.0230314 0.0219455 0.020931 0.0158818 0.0148766 0.0129767 0.00504922 0.00383245 0.00270194 0.0110298 0.00319127 0.0078385 0.00631184 0.00494377 0.00391669 0.00257389
internal_count=3910 3318 3250 376 239 2874 2317 2063 1708 1409 1354 1260 299 251 193 1039 321 718 652 552 488 423
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=30
num_cat=0
split_feature=51 1 47 47 128 50 133 4 15 3 49 1 0 12 13 4 1 1 1 15 151 1 47 15 3 48 43 52 52
split_gain=0.000562793 0.000549897 0.000601367 0.000626422 0.000565993 0.000588656 0.000499205 0.000445173 0.000462029 0.000641876 0.000446844 0.000369977 0.000862845 0.000491395 0.00048743 0.000446609 0.000429764 0.000404826 0.000385553 0.000309319 0.000299019 0.000447045 0.000343993 0.000229947 0.000196431 0.00016638 0.000240677 0.000110871 7.66944e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11939500000000002 0.11069000000000002 0.085400000000000018 0.10625000000000001 0.10681500000000001 0.49433000000000005 -0.095799999999999982 0.10666500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.089879999999999974 0.094045000000000004 0.11596500000000001 0.0057500000000000008 0.10080500000000002 0.10723500000000001 0.088135000000000005 -0.024209999999999999 -0.090064999999999992 0.094385000000000011 0.09252500000000001 -0.042544999999999993 -0.0026499999999999996 0.086065000000000016 0.079060000000000005 -1.0000000180025095e-35 0.11262000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 11 23 12 -10 14 25 16 18 -17 27 -3 -2 -22 -23 -11 -20 26 -14 -13 -12
right_child=1 19 -4 -5 -6 -7 -8 -9 9 10 28 15 13 -15 -16 17 -18 -19 24 -21 21 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00091045567418804633 0.00025744275296322452 0.0014297341996620874 -0.0009831390621343008 0.0011015136884786089 -0.0010863043591130528 -0.0009760333403305481 -0.00097129715683733076 0.00090179098340750763 -0.001546132242494338 0.0006820636806876176 0.0013514731966551717 -0.00014001149882117929 -0.00075963458301809368 -0.00086486846467077384 0.00099985715306024877 0.0011888644483155943 0.00070158863340191312 2.0482010397269249e-05 -0.00023939914199590977 0.00022382426781487026 -0.0011412536507539352 0.00028998708318448319 -0.00076927087969685178 -0.00035855300553984192 -0.0011313358757392461 0.00033766913311488659 0.0002403099867826613 0.00053892543011929326 0.00079958398090410922
leaf_weight=0.0015514893225968543 0.0017144240077022754 0.0010081703384816759 0.0014415294746559218 0.0012705387362785805 0.0011174894287882256 0.0013234477526156687 0.0010475879700659876 0.0016232020193283616 0.0010113592881203963 0.0010020992826298425 0.0015042443501198646 0.0010763111788038016 0.0013492388529484801 0.0012837275033485973 0.0013555853681719299 0.0018304233827990402 0.0016007339253802932 0.001156853181024653 0.0012360361015855137 0.0010257084184743795 0.0016625641414906777 0.0017902517030286003 0.0012407010000465846 0.0010285512295773458 0.0011295513114717437 0.0014151251030511958 0.0010031219685755488 0.0012342064929025121 0.0010033573994405742
leaf_count=145 79 127 100 59 223 327 392 139 192 39 39 89 635 176 26 77 207 44 202 30 218 49 28 49 38 35 41 96 9
internal_value=0 3.97859e-05 -5.06521e-06 3.639e-05 -4.94392e-06 3.32694e-05 7.7355e-05 0.00011491 6.86802e-05 0.000178547 0.000694082 3.83002e-05 -0.000219001 -9.50364e-06 0.000204832 0.000244332 1.01481e-05 0.000736396 -0.000226547 0.00082158 -0.000295154 -0.000497003 -0.000143613 0.000154978 -0.000665293 -8.12277e-05 -0.000333226 0.000222655 0.00113065
internal_weight=0 0.0374861 0.0354523 0.0340107 0.0327402 0.0316227 0.0302993 0.0292517 0.0276285 0.0212205 0.00453825 0.0166823 0.00741816 0.0064068 0.00512307 0.00926412 0.00627684 0.00298728 0.00467611 0.00203388 0.00640794 0.00469352 0.00303095 0.00203065 0.00236559 0.00376749 0.00235236 0.00231052 0.0025076
internal_count=3910 3765 3608 3508 3449 3226 2899 2507 2368 1994 136 1858 1105 913 737 753 632 121 425 157 374 295 77 88 240 711 676 185 48
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=14
num_cat=0
split_feature=0 42 43 150 151 151 52 4 16 15 4 52 3
split_gain=8.19474e-05 0.000192362 0.000170012 0.000149334 0.000194159 0.000172415 0.000115173 0.000111982 0.000211715 0.000143463 0.000186292 0.000133758 8.46044e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.16369999999999998 0.082085000000000019 -0.029339999999999995 -0.051109999999999996 0.090640000000000012 0.40359500000000004 -0.30307999999999996 -0.075094999999999981 -0.034289999999999994 0.071660000000000015 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 12 8 -6 -10 11 -11 -4
right_child=2 3 6 5 7 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0016044583035564506 0.0021286600778652035 -0.0019971622988372369 -0.00022704477746514308 0.0019261770133862472 -0.0021843053413357601 -0.0002080936207819371 -0.0010076439936740462 0.0012044040374448166 -0.0010602110343593987 -0.0014926254057925003 0.0018085059275454636 0.0008028260756670684 0.001520329529013144
leaf_weight=0.0018679642195628945 0.0011362912442400841 0.001283363151135781 0.0012134748506369419 0.0017234375775660449 0.0010850285195423987 0.0016757096549563635 0.0014595511826099861 0.0014009603918062746 0.0016733172532855962 0.0010785429599631264 0.0016510474442154571 0.0012080315185881985 0.0012759675626019531
leaf_count=1005 45 269 150 248 108 162 79 193 422 408 221 428 172
internal_value=0 -0.000184339 0.000513727 2.32392e-05 -0.000285061 0.000874025 4.90429e-05 -1.36932e-05 -0.000268549 0.000101915 0.000595768 -0.000279904 0.000668575
internal_weight=0 0.0146474 0.00508528 0.0127794 0.00938029 0.00339915 0.00394899 0.00809693 0.00669597 0.00561094 0.00393762 0.00228657 0.00248944
internal_count=3910 3464 446 2459 2049 410 401 1780 1587 1479 1057 836 322
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=16
num_cat=0
split_feature=52 1 12 1 42 475 43 0 42 4 3 2 47 48 16
split_gain=7.88138e-05 0.000117095 0.000125952 0.000132444 0.000122353 0.000120054 0.000141904 0.00021454 0.000205222 0.000119281 0.000214127 0.00012934 0.000111178 6.6298e-05 4.27543e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.11368000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 -0.067059999999999995 0.060615000000000009 0.0057500000000000008 -0.015794999999999997 0.10869000000000002 0.084695000000000006 0.084260000000000015 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 14 9 10 -8 -11 -5 -12 -7
right_child=1 -3 -4 12 5 6 8 -9 -10 11 13 -13 -14 -15 -16
leaf_value=-0.00094595254525147669 -0.0013616600268511055 0.0013848934595487772 -0.0013905172975204913 0.0020054791352021638 -0.0011638838868221401 0.00069574814442519472 0.0012601655698137129 0.0023064673741267343 -0.0019803036047928496 0.0016551083058072801 -0.00047555581999462706 -0.0002867087010126681 2.9509889811877631e-05 -0.0020643384495583469 -0.00060030437452242801
leaf_weight=0.0016226749912655594 0.001335579094950635 0.0012760919001832014 0.0012344920406731482 0.0012178229476642053 0.0013988117770218919 0.0010037664675748015 0.0010176283533450681 0.0014128140807884168 0.001026859884143444 0.0016441682933958646 0.0010944631705835919 0.0011703692958491274 0.0010629091572589289 0.0010034859177956434 0.0010257460621735381
leaf_count=425 866 212 133 205 342 156 55 86 714 92 74 48 100 56 346
internal_value=0 8.15345e-05 -1.83642e-05 9.15272e-05 -8.09252e-05 6.40576e-05 0.000229228 0.000970628 -0.000137618 0.000181462 -0.00042035 0.000847642 0.0010846 -0.0012355 4.07038e-05
internal_weight=0 0.017925 0.0166489 0.0154144 0.0131337 0.0117981 0.0103993 0.00344233 0.00695697 0.00593012 0.00311558 0.00281454 0.00228073 0.00209795 0.00202951
internal_count=3910 3485 3273 3140 2835 1969 1627 588 1039 325 185 140 305 130 502
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=15
num_cat=0
split_feature=484 15 1 13 132 48 376 151 1 16 3 12 52 52
split_gain=7.65162e-05 0.000102892 0.000163213 0.00013332 0.000132 0.00015599 0.000109013 0.000162259 0.000164781 0.000180871 0.000162339 0.000203106 5.66652e-05 3.48808e-05
threshold=-0.0043499999999999988 0.035895000000000003 0.13662500000000002 -0.079119999999999982 0.080815000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074204999999999979 0.095575000000000007 -1.0000000180025095e-35 0.12046500000000002 0.092365000000000017 -0.011654999999999999 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -7 9 12 11 -10 -9 -11
right_child=1 3 -4 -5 -6 6 -8 8 10 13 -12 -13 -14 -15
leaf_value=-0.0013694952524687502 -0.0022771617923503765 0.0006379910421933806 0.0023860118453027544 -0.0019020167039807882 0.0018603662412053701 0.0016697950491047055 0.00177320130853284 -0.0015328695072632801 0.0027149685903599097 -0.00084300325318944829 -0.0014738834938428785 -0.00042430517392985737 -0.0035394110477434248 0.00071151476026091857
leaf_weight=0.0013769800471112861 0.0010678196767877077 0.0012379739147765079 0.0012500778585430418 0.0018775863479296778 0.0014067749094954238 0.0015908017244510323 0.0012847272453019596 0.0010000481109546126 0.0015075482326598888 0.0010020327625960513 0.001172772121012855 0.0014692426880200671 0.0010329905250471977 0.0010858539807199197
leaf_count=612 141 402 187 912 189 226 141 111 147 274 62 153 304 49
internal_value=0 0.000100132 0.000308149 -0.00089274 0.000117446 -8.33017e-05 0.000126876 -8.76067e-05 -0.000425637 -0.00127671 0.000419565 0.00116553 -0.0025524 -3.45401e-05
internal_weight=0 0.0179863 0.0148707 0.00311556 0.0136206 0.0122138 0.011146 0.00986129 0.00827049 0.00412093 0.00414956 0.00297679 0.00203304 0.00208789
internal_count=3910 3298 1984 1314 1797 1608 1467 1326 1100 738 362 300 415 323
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=29
num_cat=0
split_feature=1429 403 160 1374 1375 403 1374 14 484 11 484 50 2 13 1132 13 13 49 1 13 16 0 3 484 133 1 13 3
split_gain=0.00062483 0.000646838 0.000439712 0.000408522 0.000427227 0.000389171 0.000383923 0.000336288 0.000422021 0.00039883 0.00042934 0.000603745 0.000479953 0.000370185 0.000373363 0.000337864 0.000418585 0.000337078 0.000551736 0.000467202 0.00033266 0.000716703 0.000279676 0.00027351 0.000229837 0.000177327 0.000176333 0.000173034
threshold=-1.0000000180025095e-35 0.09389500000000002 -0.40446999999999994 -0.094679999999999986 -0.088184999999999986 -0.088854999999999976 0.086000000000000007 0.077685000000000018 0.085515000000000022 0.088315000000000018 -0.0043499999999999988 0.090980000000000019 0.11203000000000002 -0.52445999999999982 -1.0000000180025095e-35 0.24813000000000004 0.17936000000000002 -0.084934999999999997 0.099595000000000017 -0.083514999999999992 -0.19424999999999998 -0.11756999999999999 -0.100615 0.089280000000000012 0.086975000000000011 0.095575000000000007 1.0000000180025095e-35 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 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 12 13 -7 -12 -15 16 17 18 -16 24 26 -22 -23 -10 27 -24 -21 -19
right_child=1 -3 3 4 5 6 -8 -9 23 -11 11 -13 -14 14 15 -17 -18 19 -20 20 21 22 25 -25 -26 -27 -28 -29
leaf_value=-0.0010110419980652191 -0.00075808618859486774 -0.0010444847054559977 -0.00062432501220758142 0.00094626727109413497 -0.00071284496940590518 -0.0010904158196450874 -0.00069603673641957574 -0.00053586216403741637 0.0011316491095342577 -0.00052899138991574068 -0.00061965691201378698 0.0011176074903875945 0.00021668478319657804 -0.00061139509986389703 -0.00060165303800988371 0.0008571895487438692 -0.00065111899232934002 0.0011609320011591803 0.00057256685559543537 -0.00051757640214714616 0.0011221359255403273 0.0006067535552109688 -0.00042217706850863679 0.00023561310547608896 0.00017868010945136067 0.00016289188595442988 0.00018583285740488153 0.00055521631852466756
leaf_weight=0.0011265720596444475 0.0012205534940920573 0.00103198523790926 0.0014969762307401871 0.0010334227637094342 0.0011187301452159062 0.0010315381372640172 0.0010737279097261512 0.0013421057315795562 0.0012397510798307634 0.0016894126251543176 0.0010828562722782131 0.0012277032283581893 0.00100442950005869 0.0010073841250841644 0.0019749246137195078 0.0014364036168535424 0.0010373172808846301 0.0016443326499859801 0.0011453077579695048 0.0016987909922073635 0.0015086369807759542 0.0012850621672253343 0.0018208818102278014 0.0012288105952914519 0.0012852692509651847 0.0019365022448696867 0.0010413729541917105 0.001778407393356986
leaf_count=181 278 307 68 53 494 386 77 92 59 81 38 144 63 24 70 42 44 56 62 117 48 55 484 180 56 117 29 205
internal_value=0 6.3041e-06 3.6103e-05 6.36648e-05 9.42502e-05 6.7274e-05 9.49617e-05 0.000122856 0.000153232 0.000103892 0.000146751 0.000199387 -0.000445567 0.000147397 0.000187717 0.000228804 0.000179091 0.000229396 -0.000170646 0.00031856 0.000143531 0.000308242 6.47348e-05 0.000685617 0.000663977 -0.000120641 -0.000250252 0.000846211
internal_weight=0 0.0374226 0.0363906 0.0351701 0.0336731 0.0326397 0.0315209 0.0304472 0.0291051 0.0266365 0.0249471 0.0229112 0.00203597 0.0216835 0.0206006 0.0195932 0.0181568 0.0171195 0.00312023 0.0139993 0.00929125 0.00655108 0.00504245 0.00246856 0.00470801 0.00375738 0.00274016 0.00342274
internal_count=3910 3729 3422 3144 3076 3023 2529 2452 2360 2121 2040 1591 449 1447 1409 1385 1343 1299 132 1167 850 704 656 239 317 601 146 261
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=25
num_cat=0
split_feature=1213 160 51 1 47 133 14 48 484 1 4 15 3 151 16 457 132 4 52 1 16 52 3 13
split_gain=0.000528918 0.000445474 0.00036225 0.000454144 0.000530751 0.000399947 0.000401265 0.000364866 0.000518037 0.000307707 0.000409554 0.000390767 0.00056183 0.000293851 0.000291031 0.000256635 0.000283309 0.000387732 0.000375143 0.000422607 0.000212904 0.000196884 0.000184853 9.13941e-05
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10681500000000001 0.077685000000000018 0.12675000000000003 -0.079734999999999986 0.11235500000000002 0.24280000000000004 -0.095799999999999982 0.10420500000000001 -0.08341999999999998 -0.27337499999999998 0.084715000000000013 0.079995000000000011 -0.0025899999999999994 -0.092854999999999979 0.085990000000000011 -0.083564999999999987 0.09716000000000001 0.10666500000000002 -0.45122499999999993
decision_type=2 2 2 2 2 2 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 11 -11 13 15 -10 -15 16 17 18 -13 20 -20 -22 -12 -14
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 22 12 23 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00092846729944072741 -0.00089254218012631997 -0.00072780706929348265 -0.00082888695926910028 0.00077734352473555048 -0.0009303613667248729 -0.00079408462933997458 -0.00076887485463669736 -0.00062798164811950935 0.00047360176695710474 8.7670989958137701e-06 0.0013701553818299347 -0.00059538820646659141 0.0012235947434383132 7.6050749745516463e-05 -0.00078044547618793376 0.00065624303819324179 0.00062698691099884781 -0.00065878702830230167 0.00047459431028124628 0.00089463620323023459 -0.00060556362007570144 0.00020842252689487549 0.00053413128877871099 0.00066105180416356317
leaf_weight=0.0013050760956264526 0.0011026764817377291 0.0012222338546566949 0.0010136057426060876 0.0018660952395193183 0.0011586276868600356 0.0010750889494345597 0.0010512857494750496 0.0012167784453254163 0.0010131614496211583 0.0014322295976331159 0.0012780107741472979 0.001300630141250033 0.0010853036337721278 0.001457575543009515 0.0019940480384979696 0.0017789311179416964 0.001563868618001508 0.0017519601606793729 0.0013814378005514785 0.0016405904065869281 0.0013886381088436574 0.0011555628603847623 0.0010010843524408397 0.001408614475700177
leaf_count=592 273 131 302 156 90 402 78 35 51 116 137 244 16 63 164 102 98 180 161 194 152 57 44 72
internal_value=0 1.75403e-05 4.96682e-05 8.13295e-05 3.51851e-05 7.66366e-05 0.000112761 0.000150041 0.000190078 0.000235714 0.000619278 0.000160476 0.000276836 -0.000216261 -0.000418758 0.000145689 5.64946e-05 -4.70201e-05 0.000109062 0.000273667 1.41529e-05 -0.000235855 0.00100293 0.000905859
internal_weight=0 0.032338 0.0312354 0.0300131 0.028147 0.0269884 0.0259133 0.024862 0.0236453 0.0226316 0.00371132 0.0189203 0.0144555 0.00446479 0.00345162 0.0119616 0.0101827 0.00861882 0.00686686 0.00556623 0.00392564 0.0025442 0.0022791 0.00249392
internal_count=3910 3318 3045 2914 2758 2668 2266 2188 2153 1851 297 1554 1276 278 227 1188 1086 988 808 564 370 209 181 88
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=15
num_cat=0
split_feature=52 52 2 4 376 48 1 12 160 49 48 42 16 1
split_gain=7.67354e-05 0.00011206 0.000218474 0.000214755 0.000143961 0.000137565 0.000178682 0.000270917 0.000160129 0.000112206 0.000105423 9.91937e-05 0.000125233 9.18092e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.096970000000000015 -0.0031049999999999997 0.048375000000000008 -0.064549999999999982 0.11235500000000002 0.095295000000000019 -0.030424999999999997 -0.006494999999999999 0.091065000000000021 0.083725000000000008 -0.035699999999999989 0.12446500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -7 -10 13 12 -11 -8
right_child=1 4 -4 -5 -6 6 10 -9 9 11 -12 -13 -14 -15
leaf_value=-0.00098471397011793077 -0.0011206761572140635 0.0012442886365458931 0.0025252613544864623 0.0016541031471429316 0.0014293446564249139 -0.002111219236605824 0.0020671845754356311 -0.0028283385494088219 -0.0013209030631243523 -0.00098433481941190802 -0.00064947412426923437 0.0012839490610086829 0.00094606419678668909 0.00017428643508944335
leaf_weight=0.0016461071528502394 0.0014892980799041736 0.0012430869836672622 0.0011568301405244785 0.0010801817209175587 0.0012488948066225287 0.0010782277019289899 0.0010980982940003705 0.0012474437898319056 0.0013596998908533709 0.0019380795120074257 0.0012134420322211376 0.001392125291463403 0.0012350602703440098 0.0012076990244772254
leaf_count=425 281 142 163 102 112 552 115 498 97 591 112 468 86 166
internal_value=0 8.3987e-05 0.000815555 4.58113e-05 -0.000107156 -0.000254618 -0.000412927 -0.000794176 -0.00043184 -0.000126226 0.000480887 0.000229591 -0.000232978 0.00107575
internal_weight=0 0.0179882 0.00372631 0.00256948 0.0142619 0.013013 0.0117699 0.00825064 0.00700319 0.00592496 0.00351924 0.00456527 0.00317314 0.0023058
internal_count=3910 3485 546 383 2939 2827 2685 2292 1794 1242 393 1145 677 281
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=14
num_cat=0
split_feature=150 484 42 49 12 12 15 4 4 15 4 151 52
split_gain=7.14341e-05 0.000207001 0.000160789 0.000205758 0.000133596 0.000176805 0.000128633 0.000126814 0.000253856 0.000158399 0.000256391 0.000118822 9.30568e-05
threshold=0.08486500000000001 -0.0043499999999999988 0.10138000000000001 -0.085174999999999987 0.10333000000000002 0.095295000000000019 -0.03231499999999999 -0.0010999999999999996 -0.034289999999999994 -0.017214999999999998 0.25367000000000006 -0.080574999999999994 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 11 8 12 10 -9 -2 -5
right_child=6 2 -4 4 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0022011330214025708 0.0023282633881347194 -0.0017069172703648161 -0.001665341083827921 -0.00052383229232926605 0.0017507776132772207 -0.001657327159096966 -0.00087349875578199537 -0.002104669154617881 0.0027640682249351453 0.0012425427499267593 0.00051021545959863807 0.00035518980776855008 0.00098361716828687402
leaf_weight=0.0010325946363781884 0.0010624508311957159 0.0012201645553702187 0.0011998364608450116 0.0017370525043224651 0.0013305254649854182 0.0010813822265494663 0.0010470551162582433 0.0016039223086658505 0.0012236687691247194 0.001248753920420672 0.001771063796611367 0.001928987588867892 0.0019523015670579597
leaf_count=583 126 97 388 475 237 236 175 233 265 91 249 152 603
internal_value=0 -0.000152212 -4.96784e-06 0.000146312 0.000335558 0.000158222 0.000555707 0.000364088 0.000894093 -0.000199075 -0.000732478 0.00105595 0.000273867
internal_weight=0 0.0154013 0.0143687 0.0131688 0.0119487 0.0106181 0.00403849 0.00953676 0.00491302 0.00462374 0.00337499 0.00299144 0.00368935
internal_count=3910 3457 2874 2486 2389 2152 453 1916 1343 573 482 278 1078
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=15
num_cat=0
split_feature=3 48 50 0 2 0 3 0 15 49 2 3 12 0
split_gain=7.36814e-05 0.000119383 0.00018437 0.00018682 0.000225217 0.000193993 0.000152411 0.000170762 0.000123086 0.000145521 0.00012187 0.000117807 8.5142e-05 0.000273855
threshold=0.24227500000000002 0.12862000000000004 0.086465000000000014 -0.10575999999999998 0.11260500000000001 -0.074249999999999997 -0.115685 0.12346000000000001 -0.095799999999999982 -0.073619999999999977 0.10066500000000002 -0.028189999999999996 -1.0000000180025095e-35 -0.052874999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 11 7 -7 -1 -10 12 -5 -8 -14
right_child=-2 -3 -4 5 -6 6 10 -9 9 -11 -12 -13 13 -15
leaf_value=-0.00050305467014824198 0.001135635976397232 -0.0014278574851278507 -0.0016356379522553136 -0.0020946255308712039 0.0024988363995723396 0.0017737424906304558 0.00086109220808787185 -0.00038145364417499511 -0.0004031950668557762 0.0016771247984240479 -0.0016752555307894209 -0.00014241077159498494 0.0010618091858698509 -0.0020731000198898129
leaf_weight=0.0019416721699783979 0.0010283257808944559 0.0011591239260392286 0.0011929641419938892 0.0014341186419324602 0.0011554271229083368 0.0017582520247848565 0.0013996210461701131 0.0011749661187252514 0.0010044510680301544 0.0017960543026578303 0.0010515311839544225 0.0010087277781040856 0.001052788058919063 0.0010830232710735757
leaf_count=169 179 109 662 1414 95 113 102 96 82 174 327 136 137 115
internal_value=0 -6.86052e-05 2.37824e-05 0.000148596 0.000766018 -0.000216886 0.000131214 0.00091043 0.000343819 0.000930981 -0.00036707 -0.00128849 2.20192e-05 -0.000527835
internal_weight=0 0.0182127 0.0170536 0.0158606 0.0058976 0.00996303 0.00752018 0.00293322 0.00474218 0.00280051 0.00458696 0.00244285 0.00353543 0.00213581
internal_count=3910 3731 3622 2960 520 2440 890 209 425 256 681 1550 354 252
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=31
num_cat=0
split_feature=1429 1213 1374 151 4 11 133 0 42 133 160 2 1374 150 160 12 16 43 52 49 8 1375 13 16 4 4 4 52 4 0
split_gain=0.000750729 0.000620502 0.000640271 0.000500542 0.000526475 0.000729847 0.000491748 0.000652482 0.000654824 0.000525477 0.000486262 0.00048163 0.000460426 0.000589613 0.000657997 0.000576967 0.000458124 0.00039725 0.000589391 0.00036179 0.000313791 0.000270909 0.000304286 0.000265604 0.000243433 0.00032654 0.000263983 0.00044435 0.00020557 7.19891e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.40391999999999995 0.28937500000000005 0.080455000000000013 0.10681500000000001 -0.017269999999999997 -0.11403999999999999 -0.090054999999999982 -0.082109999999999975 -0.13811499999999996 -0.095439999999999983 0.08486500000000001 0.085065000000000016 -0.0089849999999999982 -0.077034999999999978 -0.17307499999999998 0.090640000000000012 -0.00064499999999999985 0.08573500000000002 -0.069079999999999989 -0.083514999999999992 -0.013279999999999998 0.074650000000000008 -0.00072999999999999985 -0.032604999999999995 0.071660000000000015 -0.37626499999999991 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 20 -12 14 15 -14 29 -9 28 -17 -6 -15 -23 -11 25 26 27 -21 -19 -13
right_child=1 2 -4 4 11 -7 -8 17 9 10 12 16 13 21 -16 19 -18 18 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011901802301147045 -0.00085085990427721271 -0.00087165295108910189 -0.00098040851344165215 -0.00091055634469033571 -0.00062094964391068745 -0.0010544903120859625 -0.00079631160942969243 0.0011553574479197088 -0.0009043472639297884 -0.00086412690036150367 -0.000569145593751964 0.00094217679496244936 -0.00053156632000450209 0.0014718221185656014 -0.00087425008318757209 -0.00022617069667386685 6.7584510221698979e-05 0.00039908849822845971 -0.0002480626683589306 -0.00046941042817257364 0.0005342446742044373 0.0010773706479591332 -3.520846667049388e-05 0.00010735162339818138 0.00089297562124910864 -0.00026548790434355584 0.0011169262318920404 0.00075366904597293531 0.0011828689354082241 0.0014577727502332108
leaf_weight=0.0011738159342916657 0.00175352336261994 0.0011698482431903292 0.0012844400842890727 0.0015983856754814693 0.0010154587572515084 0.001285658267250688 0.001329606525063364 0.0016839791348957078 0.001144017792602813 0.0015382960190838957 0.001498480044340055 0.001067909597463057 0.0017336462750465716 0.0010663168631594999 0.0012517454643643519 0.0017021245192677106 0.0010803286626526179 0.0016065183629327962 0.0022521632325194219 0.0010346227561647738 0.0010626554658710319 0.0011625226117546461 0.001018379127567747 0.0010427470627054616 0.0026926241634104287 0.0014225988430456374 0.0012915768442994802 0.0017922087835644529 0.0013684154151270061 0.0013590154880712413
leaf_count=181 592 80 77 127 21 121 429 17 304 238 33 55 83 12 212 118 83 74 37 127 42 52 73 142 31 111 61 142 51 184
internal_value=0 1.46096e-05 5.20297e-05 8.57971e-05 0.000115194 4.27976e-05 8.79687e-05 0.000127289 6.93375e-06 7.54879e-05 0.000130849 0.000536666 0.000218871 0.000291904 0.000149644 0.000259474 0.000872566 0.000527663 0.000325443 0.0003975 -3.02345e-05 0.000857978 0.000557848 -0.000471647 0.00052643 0.000348309 0.000560329 0.000306021 0.000759613 0.0012309
internal_weight=0 0.0423098 0.0405563 0.0392718 0.038102 0.0325166 0.031231 0.0299014 0.0229903 0.0213919 0.0202479 0.00558537 0.0176668 0.0161684 0.0129211 0.0116694 0.00350725 0.00691108 0.0052271 0.00993576 0.00207811 0.00324722 0.0021809 0.00258104 0.00823363 0.00554101 0.00411841 0.00282683 0.00297493 0.00242693
internal_count=3910 3729 3137 3060 2980 2595 2474 2045 1866 1739 1435 385 1055 1022 885 673 322 179 162 590 63 137 125 380 472 441 330 269 125 239
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=28
num_cat=0
split_feature=1213 1429 51 31 124 480 1 14 484 159 150 4 3 38 12 133 2 0 12 1374 4 16 16 52 0 484 151
split_gain=0.00056709 0.000503772 0.000475573 0.000433106 0.000423173 0.000330205 0.000417412 0.000704429 0.00037284 0.000394673 0.000523454 0.000386371 0.000382191 0.000370111 0.000434105 0.000450692 0.000382676 0.000613495 0.00054802 0.00036712 0.000336562 0.000327721 0.000434064 0.000353045 0.000686992 0.000303294 0.000113457
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 -1.0000000180025095e-35 0.11158000000000001 0.086640000000000009 0.13662500000000002 0.073890000000000011 0.085815000000000016 -0.025079999999999995 -1.0000000180025095e-35 0.28937500000000005 -0.15002999999999997 1.0000000180025095e-35 -0.083349999999999994 0.098810000000000023 0.083585000000000007 -0.10575999999999998 0.099170000000000022 -0.094679999999999986 0.15927500000000003 -0.063614999999999991 -1.0000000180025095e-35 0.09716000000000001 -0.053834999999999994 0.092320000000000013 -0.0068399999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -11 13 -13 14 -12 16 17 -16 19 -18 21 26 -23 24 -24 -10 -21
right_child=1 2 3 4 -6 -7 -8 -9 25 10 11 12 -14 -15 15 -17 18 -19 -20 20 -22 22 23 -25 -26 -27 -28
leaf_value=-0.00091389522468859116 -0.0010035969529787771 -0.00084864968357467499 0.0009236988839254937 0.00072340446988908367 0.00086157722209167327 -0.00081295368589104963 0.00085857706994552042 -0.0012009701149349587 0.0011489081348219124 -0.00089763500886742018 0.00093896631293304922 -4.5814408500252815e-05 0.0011250832571676663 -0.00089983234228982944 0.00028199506177963138 -0.001022742554480763 -0.00056823081533166934 -0.00098001631849735957 -0.00083518977383527067 0.0011170295623834222 -0.00045620802005571462 -0.00067185718549303477 0.00079038445675125258 0.0011789829889891912 -0.00073350130945645266 6.3671171143727764e-05 0.00056364306582224952
leaf_weight=0.0014559061405567805 0.0010044795715015145 0.001212869054464715 0.0013481196765173223 0.0015787226331973317 0.0013981781265270934 0.0010035409325539054 0.0013570096634701592 0.0010142536423613504 0.00120127145031823 0.0014853668318797189 0.0010101276991367715 0.0011755525376067055 0.0012923717288891292 0.001087960686564581 0.0015025879559971145 0.0010170227038416293 0.0011005754654718211 0.0019604576672266382 0.0011612960242803208 0.0014207606010523399 0.0010369564875691859 0.0010123747131952536 0.0015428772800642381 0.0010027591440184835 0.0011330308424648836 0.0010799127486849636 0.001928886265310824
leaf_count=592 181 122 110 206 32 210 164 101 92 130 80 40 117 47 24 322 23 305 117 43 59 139 110 13 86 186 259
internal_value=0 3.31563e-05 6.46519e-05 9.94289e-05 6.30002e-05 2.46382e-05 5.4549e-05 1.37538e-05 6.16355e-05 5.84334e-06 -4.59527e-05 1.61039e-05 0.000567347 -5.98226e-05 -5.51998e-06 -6.58282e-05 -8.26292e-08 -0.00043244 0.000131958 0.000242305 0.000340575 0.000443331 0.00018982 0.000426954 0.000145142 0.000635157 0.000798363
internal_weight=0 0.0340693 0.0330648 0.031852 0.0305039 0.0291057 0.0281021 0.0267451 0.0257309 0.0234497 0.021871 0.0203856 0.00246792 0.0179177 0.0168297 0.0158196 0.0148026 0.00346305 0.0113395 0.0101782 0.00907765 0.00804069 0.00469104 0.00367867 0.00267591 0.00228118 0.00334965
internal_count=3910 3318 3137 3015 2905 2873 2663 2499 2398 2120 1914 1784 157 1627 1580 1500 1178 329 849 732 709 650 348 209 196 278 302
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=29
num_cat=0
split_feature=1213 31 1374 150 1374 151 150 3 16 38 11 4 16 43 3 159 15 159 15 1 15 484 4 3 13 3 150 4
split_gain=0.000574206 0.000504917 0.000393176 0.000388058 0.000731708 0.00045855 0.000591781 0.000441018 0.000419417 0.000419819 0.000365421 0.000352196 0.000508686 0.000327707 0.000640099 0.000388219 0.000524872 0.000368798 0.000425438 0.000642289 0.000504832 0.000374397 0.000389696 0.00056777 0.000515504 0.000274719 0.000255822 0.000253183
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 0.082085000000000019 -0.094679999999999986 -1.0000000180025095e-35 -0.096549999999999983 0.096385000000000012 -0.50585499999999983 0.10208000000000002 0.079700000000000007 0.40812500000000007 -0.094359999999999986 0.25671000000000005 0.16699000000000003 -0.034019999999999988 -0.09547499999999999 0.107895 -0.075094999999999981 0.10786000000000001 -0.053579999999999996 0.085815000000000016 -0.060264999999999992 0.045635000000000002 0.16421000000000002 -0.115685 0.086420000000000011 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 11 -7 10 13 12 -6 14 15 16 -10 18 19 -17 -20 22 23 24 25 -22 -14 -24
right_child=1 2 -4 4 7 8 -8 -9 9 -11 -12 -13 26 -15 -16 17 -18 -19 20 -21 21 -23 27 -25 -26 -27 -28 -29
leaf_value=-0.00087431550785632033 0.00080105575458843943 0.00010883862453263953 -0.00089853307876730537 -0.00068706959600866896 0.0011336375915281202 0.00067778197966480709 -0.0011854826066098893 0.0011807800339359254 0.00013912085397523285 -0.00097807109935895602 -0.00074895235729037209 -0.00042420492656248821 0.00057203527759670586 -0.00074974343632103603 0.0010482211534578536 -0.0012042276734726353 -0.0013044424918836873 -0.00070817529446407792 0.001163858083257813 0.00033600844956063687 0.0013337447335445979 0.00094492470769526749 -0.00088687362907283076 -0.00049722247217190039 -0.00027476185964183682 0.00047099135044180896 -0.00040574121640013749 1.0498802379084573e-05
leaf_weight=0.0015741522929524901 0.0016941113538563304 0.0013602066078619579 0.0010335664547813641 0.0013312430477903092 0.0015792058713128831 0.0017786283858713349 0.0016707026179274545 0.0015358318193330334 0.0010842502000941168 0.0010043753897250865 0.0013380407940786201 0.0011377770021933076 0.0010796808433304328 0.001056217185770327 0.0013545614986921741 0.001113241376111288 0.0010545947399118174 0.0011255122384742364 0.0012188552633086635 0.0011878105372987724 0.0013837614336580321 0.0011636664274492512 0.0012165868464859824 0.0015077526816211773 0.0012003967048741515 0.0018055133655917877 0.0011983133729365214 0.0014781385062858643
leaf_count=592 113 58 97 61 51 116 276 80 61 42 175 23 68 169 85 236 340 174 66 79 27 48 126 56 52 473 130 36
internal_value=0 2.42694e-05 -1.33312e-05 1.36059e-05 0.000297356 -7.18584e-05 -0.000604619 0.000498022 -1.87074e-06 -5.86422e-05 -1.3127e-05 0.000288091 0.0004982 3.88265e-05 8.53712e-05 6.51796e-06 -0.000572653 9.25354e-05 0.000160419 -0.000409153 0.000279841 0.000169395 6.43627e-05 0.000274095 0.000539025 0.000845322 5.76869e-05 -0.000394638
internal_weight=0 0.0366925 0.0349984 0.0339649 0.00786205 0.0261028 0.00303091 0.00653081 0.0230719 0.0212933 0.0202889 0.00499498 0.0038572 0.0189509 0.0178946 0.0165401 0.00213884 0.0144012 0.0132757 0.00230105 0.0109747 0.00975582 0.00859215 0.00589742 0.00438967 0.00318927 0.00227799 0.00269473
internal_count=3910 3318 3205 3108 413 2695 334 352 2361 2245 2203 272 249 2028 1859 1774 401 1373 1199 315 884 818 770 608 552 500 198 162
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=17
num_cat=0
split_feature=14 11 3 2 157 133 160 2 13 1 2 39 4 1 16 0
split_gain=8.35285e-05 9.21159e-05 0.000108744 0.000164732 0.000124976 0.000137366 0.000286841 0.000198582 0.000116628 0.000260844 0.000144879 0.00011476 0.000130079 0.000187347 0.000175463 0.00013376
threshold=0.056865000000000006 0.087830000000000005 -0.13927999999999999 0.10457000000000001 -0.08107499999999998 -0.0023199999999999996 -1.0000000180025095e-35 0.11165000000000001 -0.083354999999999985 0.099595000000000017 0.098195000000000018 0.005105000000000001 0.0057500000000000008 0.087720000000000006 -0.27337499999999998 -0.10575999999999998
decision_type=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 -7 9 10 -8 12 13 -10 -14 -16
right_child=-2 -3 4 -5 5 6 8 -9 11 -11 -12 -13 14 -15 15 -17
leaf_value=-0.00011788157293567379 -0.0013587651351050741 -0.0013043792667005141 0.0014160604707603897 0.0025983524440656622 -0.0015673908260571893 -0.0031515725723263478 -0.00089592510266871608 -0.00019697330188749926 2.0913368542347015e-05 0.003119632580879468 0.0013843101789703799 0.0012851769281074703 -0.00138299188759147 -0.0027393859350035329 0.0019655875350786658 -0.00033332622926390029
leaf_weight=0.0010860951718658614 0.0010110521651111029 0.0010779082343486115 0.0013523530803044295 0.0010029124758705876 0.0013846650430697919 0.0010013831229415968 0.0012993135044574444 0.0011315191935787339 0.0013232397411244469 0.0010294799712888686 0.0013035686219220466 0.0013139589107675279 0.0010196250032914467 0.0010144527405168136 0.0014152790766264189 0.0010149115863617719
leaf_count=90 144 135 337 77 954 545 166 144 400 160 46 183 106 266 28 129
internal_value=0 6.71594e-05 0.000150719 0.00118616 1.20956e-05 -0.00012113 3.45103e-05 -0.00158414 0.000356149 0.00106048 0.000246056 -4.11314e-06 -0.000296825 -0.00117693 0.00029956 0.0010055
internal_weight=0 0.0187707 0.0176928 0.00208901 0.0156037 0.0142514 0.0128667 0.0021329 0.0107338 0.00363236 0.00260288 0.00710147 0.00578751 0.00233769 0.00344982 0.00243019
internal_count=3910 3766 3631 167 3464 3127 2173 689 1484 372 212 1112 929 666 263 157
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=28
num_cat=0
split_feature=1213 1429 4 1374 1374 150 11 4 1 0 15 43 14 42 49 39 12 47 2 4 16 0 52 16 2 160 0
split_gain=0.000569585 0.000572471 0.000488181 0.000395555 0.000385478 0.000520422 0.000394756 0.000391586 0.000483665 0.000343293 0.000511285 0.000507845 0.000379742 0.000506556 0.000613247 0.000463653 0.000290996 0.000302118 0.000276671 0.000648057 0.000435317 0.000233371 0.000434034 0.000377564 0.000218093 0.000133558 0.000121717
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -0.094679999999999986 0.086000000000000007 0.08486500000000001 0.080455000000000013 0.40812500000000007 0.086430000000000021 -0.017269999999999997 -1.0000000180025095e-35 -0.34918499999999997 -0.22654999999999997 0.10269500000000001 -0.084934999999999997 0.005105000000000001 0.10007000000000001 0.09252500000000001 0.11085000000000002 -0.49837999999999999 -0.0021449999999999998 -0.10131499999999999 0.083750000000000005 -0.0090499999999999973 0.084145000000000011 0.069910000000000014 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 8 -7 11 -11 -5 -13 14 -14 16 17 21 19 -12 -21 23 -23 24 -16 -10 -19
right_child=1 2 -4 4 -6 7 -8 -9 25 10 18 12 13 -15 15 -17 -18 26 -20 20 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0008795737957486197 -0.0010065393231390573 -0.00067135272212349821 0.00093166959208505231 -0.00096678399200116516 -0.00080263108533059106 -4.983620215306105e-05 -0.00064698126471692224 -0.0002701584019158405 0.00065583382204013082 0.0011092730733127116 -0.00098886884929525018 -0.00074600056800480186 -0.00067038145619844182 -0.00082397121080594979 0.00061589599466844351 0.00096410047048813561 0.0008665089524747166 -0.00072656186775152203 0.00066609633211611209 -0.00032252898766827159 0.00092498125287028121 -0.00049863152832405381 0.00063508904288270469 0.0011263626788772497 -0.00014077813635408383 0.0012475037914689443 -4.0472356497410749e-05
leaf_weight=0.0014619756396827407 0.0010549668144663174 0.0015701302914568052 0.0012672753509705139 0.0011495805941024164 0.0010160630488573732 0.0013204218241378287 0.0017657309637891796 0.0011166839434306741 0.0014191670327665662 0.0013791797811932849 0.0011148916889440752 0.0012339333696651513 0.0016217567784240225 0.0011701833583235574 0.001322225635060903 0.0016683113695018245 0.0010514800052624377 0.0011122612390431219 0.0013611791779233329 0.0010763034996148502 0.0012146618016171179 0.0019345658743871574 0.0010699234860930135 0.0011459021796085215 0.0018849112313385485 0.0017236757229781574 0.0010034341608249342
leaf_count=592 181 68 209 105 99 81 146 48 130 48 57 35 83 223 24 107 168 57 34 23 38 605 420 33 112 50 134
internal_value=0 2.99945e-05 6.14952e-05 2.85247e-05 6.29984e-05 9.14988e-05 4.35687e-06 0.000486303 0.000675565 5.32662e-05 0.000343379 -4.93966e-05 1.5627e-05 7.83431e-05 0.000154774 0.000264525 0.000153633 7.45072e-05 0.000121794 -9.57413e-05 0.000338897 0.000211289 -9.49043e-05 0.000422624 0.00017118 0.000980332 -0.000401163
internal_weight=0 0.0357688 0.0347138 0.0334466 0.0318764 0.0308604 0.0252804 0.00557995 0.00446326 0.0235147 0.00614622 0.0173685 0.0162189 0.014985 0.0138148 0.012193 0.0105247 0.00947322 0.00476704 0.00340586 0.00229097 0.00735753 0.00300449 0.00435304 0.00320714 0.00314284 0.0021157
internal_count=3910 3318 3137 2928 2860 2761 2452 309 261 2306 200 2106 2001 1966 1743 1660 1553 1385 152 118 61 1194 1025 169 136 180 191
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=15
num_cat=0
split_feature=52 1 12 1 47 1 2 2 43 15 151 4 3 1
split_gain=7.92566e-05 0.000117101 0.000124502 9.55907e-05 0.00013183 0.00012081 0.000122343 0.000179218 0.000126846 0.000112116 0.000142725 0.000134192 0.000216257 0.000117401
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.11561500000000001 0.09252500000000001 0.076710000000000014 0.097360000000000016 0.10393500000000001 -0.083899999999999988 0.014775000000000002 -0.044604999999999992 0.0057500000000000008 -0.010319999999999998 0.10727500000000002
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 -8 -2 10 -7 12 -12 -13
right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00086947299221112396 -0.00016571504966695003 0.0012764216665894306 -0.0012600362168739667 0.00092747071882027187 -0.0012295648806128141 -0.00028535844887954106 0.0014177901523484532 -0.00087088940209763353 -0.0020110732009329525 -0.00084735101891797416 0.0017156272943864219 0.0028116566965009785 -0.00088691280702566917 0.00088245246149272212
leaf_weight=0.0016516617544719827 0.0013548340855257211 0.0012810692104986412 0.0012678268437334569 0.0019933839517954363 0.0014186856600610928 0.0019583104316324151 0.0011702510594104876 0.0011579930774378022 0.0011904537725106537 0.0010008604078777794 0.0010237851019682109 0.0010094742252704236 0.0011569519754148772 0.0011455670392288564
leaf_count=425 370 212 133 268 200 207 123 185 962 443 140 63 129 50
internal_value=0 7.42889e-05 -1.71154e-05 8.4024e-05 -3.97187e-05 9.90018e-05 -0.000403797 0.000279475 -0.00102881 0.000434907 0.000638806 0.00105622 0.000334895 0.00178614
internal_weight=0 0.0181294 0.0168484 0.0155806 0.0135872 0.0121685 0.00487353 0.00232824 0.00254529 0.00729495 0.00629409 0.00433578 0.00218074 0.00215504
internal_count=3910 3485 3273 3140 2872 2672 1640 308 1332 1032 589 382 269 113
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=16
num_cat=0
split_feature=124 133 158 50 156 12 1 15 15 48 49 12 12 2 2
split_gain=7.55198e-05 0.000132021 0.000128157 0.000120743 0.000137729 0.000165384 0.00015638 0.000158033 0.000205314 0.000173522 0.000113601 0.000162615 0.000116627 0.0001069 9.1595e-05
threshold=0.10385500000000002 0.099765000000000006 0.084965000000000027 0.086465000000000014 0.091280000000000014 -0.0089849999999999982 0.12485500000000001 0.084050000000000014 -0.095799999999999982 0.091395000000000018 -0.073619999999999977 0.078515000000000015 0.093125000000000013 0.093655000000000002 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 13 7 8 9 -7 -10 14 -13 -1 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 10 -11 11 12 -14 -15 -16
leaf_value=-0.0020414047014210551 0.0013719924029367741 -0.0019277737474397857 -0.0017112047048060731 -0.0012980701610499769 -0.0015153432876938455 0.00051800242455927374 0.0022696915369825646 -0.0012546069781632346 -8.905366494726163e-05 -0.0022031911256536084 0.0034892594872244233 -0.0005827352746964028 0.0017364500887902029 0.00028643605859700913 0.0014737413115941715
leaf_weight=0.0011124409081131022 0.0010326058090279746 0.0010024482194561707 0.0010923443931429499 0.0014583634578158406 0.0010865226326927666 0.0016872649844506468 0.0014520520005663071 0.0013190975034356326 0.0014346630892839735 0.0010341995409444971 0.0012903438625517811 0.0011545208983949617 0.0012205246217407983 0.0010485868823670308 0.0011821728722916092
leaf_count=153 49 596 366 543 294 139 95 625 104 131 69 366 127 172 81
internal_value=0 -8.14076e-05 2.39174e-05 0.000138921 0.000278423 0.000418276 0.000662398 0.000436308 0.000684038 -0.000516094 0.00120394 0.0015866 0.000609083 -0.000911876 0.00252559
internal_weight=0 0.0185755 0.0175731 0.0164808 0.0150224 0.0139359 0.0117748 0.0103228 0.00900369 0.00272146 0.00628223 0.00484756 0.00237505 0.00216103 0.00247252
internal_count=3910 3861 3265 2899 2356 2062 1737 1642 1017 270 747 643 493 325 150
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=15
num_cat=0
split_feature=42 376 133 43 16 3 52 157 16 4 0 150 4 3
split_gain=7.81303e-05 0.000134915 0.000113053 0.000118589 0.000158664 0.000146994 0.000109744 9.72427e-05 0.000163135 0.000120672 0.000162563 0.000179982 0.000221242 6.66158e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 0.070590000000000014 -0.075954999999999981 -1.0000000180025095e-35 -0.062769999999999979 -0.055679999999999993 -0.0025899999999999994 -0.10462499999999998 0.090145000000000017 0.25367000000000006 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 -5 9 -9 11 12 -11 -8
right_child=1 -3 -4 4 -6 -7 13 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0011006827497527618 -0.0009992177360179013 0.0014560640114819805 -0.0014774729226491796 0.0012695269655436546 -0.0015512563738356263 0.0019388282476248068 0.001659034322834423 0.0013622433135182077 -0.0016295688782332739 -0.0031785165734941031 0.001175836605352622 0.00071437125894590941 -0.00022922937978423372 -6.0390539764712719e-05
leaf_weight=0.0013555141299811 0.0012118397337206321 0.001466599683955328 0.0011480115269602012 0.0012392951991114657 0.0016736098446178413 0.0014611683498727971 0.0010166651462940046 0.001449948829412788 0.0013919007256252142 0.0010076052318346851 0.0014048780645472096 0.001263023063700075 0.0013173737215654846 0.0010064901220655509
leaf_count=241 369 197 856 118 306 201 58 588 300 95 165 79 118 219
internal_value=0 7.86824e-05 -4.30685e-05 6.35577e-05 -0.000210873 0.00069162 0.000128287 3.63463e-05 -0.000158718 0.000159043 -0.00019037 -0.000725307 -0.0015074 0.000803646
internal_weight=0 0.0180584 0.0165918 0.0154438 0.0107476 0.00469616 0.003235 0.00907402 0.00783473 0.00644283 0.00499288 0.003588 0.00232498 0.00202316
internal_count=3910 3669 3472 2616 1769 847 646 1463 1345 1045 457 292 213 277
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=15
num_cat=0
split_feature=14 48 11 150 150 3 15 15 3 1 52 12 43 47
split_gain=7.75553e-05 9.08362e-05 0.000164354 0.000114614 0.00012946 0.000117421 0.000145375 0.00025604 0.000224128 0.000200509 0.000190428 0.000194609 0.000125163 0.000100008
threshold=0.054835000000000009 -0.064549999999999982 0.079700000000000007 0.11398500000000002 0.08486500000000001 -0.15464999999999998 -0.017214999999999998 -0.053579999999999996 0.10666500000000002 0.089895000000000017 0.084890000000000007 0.084100000000000022 -0.066289999999999988 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 10 -7 11 -8 -11 -14
right_child=-2 2 -4 -5 -6 6 8 -9 -10 12 -12 -13 13 -15
leaf_value=0.0017788154769490677 -0.0017608105176474885 0.0021926153443077774 -0.0022651369053967225 -0.001941685735463574 0.001979960031010663 -0.0028257950875586989 0.0024361782352017962 -0.0037576869822181997 0.0025705743885583287 0.0017556185633467131 -0.0026396149602633525 -0.0012268564352276707 0.00054457977315161847 -0.0019144686039611453
leaf_weight=0.0012575918107662889 0.0010082877127561693 0.0010213073058302742 0.0012891171082181066 0.0010343184261069052 0.0017107200239980811 0.0010123679638180255 0.0013047279179954959 0.0010114671835618465 0.0017916144077049223 0.0017273715473881887 0.0010102059953922896 0.0011581042275987732 0.0017192850999908152 0.0011796089203675586
leaf_count=194 147 50 185 87 244 689 199 130 67 276 757 604 150 131
internal_value=0 9.22141e-05 -3.27729e-05 0.000150746 0.000298508 7.61458e-05 -0.000105273 -0.000744493 0.000702163 -0.000203981 -0.000261682 0.0007137 0.000369752 -0.000456049
internal_weight=0 0.0182278 0.0169702 0.0156811 0.0146468 0.0129361 0.0119148 0.0066501 0.00526465 0.00563863 0.00347304 0.00246283 0.00462627 0.00289889
internal_count=3910 3763 3569 3384 3297 3053 3003 1376 1627 1246 1560 803 557 281
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=16
num_cat=0
split_feature=4 15 15 48 51 42 13 12 43 151 4 13 16 48 3
split_gain=6.6547e-05 0.000154981 0.00014151 0.000150703 0.000174836 0.000152712 0.000240332 0.000171743 0.00027669 0.000142822 0.000150446 9.90789e-05 8.2771e-05 6.67601e-05 4.51009e-05
threshold=0.27020000000000005 -0.11739999999999999 -0.10071499999999999 0.093225000000000016 0.08955500000000001 0.085545000000000024 -0.071149999999999977 0.098845000000000016 0.0033500000000000005 -0.0074049999999999993 -0.0065549999999999992 -0.0064299999999999991 0.054425000000000008 0.12068500000000001 0.11265500000000002
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 9 -4 12 -2 -11 -5 -13
right_child=11 2 3 13 -6 6 -8 -9 -10 10 -12 14 -14 -15 -16
leaf_value=-0.0024174910422950662 0.0021659864679797231 0.0020842419275650492 0.0014040457303119602 0.0023713552181741301 -0.0027984088339514834 -0.0033333163899486444 0.00030971070583049728 -0.0019104389705540158 0.0028397756612776907 0.0014218091597183818 -0.0023684286169670487 0.00088605499699359288 -0.00096272533994096448 0.00023587691421853582 -0.00080365195263586858
leaf_weight=0.001035734279848456 0.0011764784345280367 0.0010767342006533778 0.0015792006016765777 0.0010469861874506667 0.0010428336553612244 0.0012785849363164264 0.0013379182627937386 0.0011692391672220026 0.001515392371465682 0.0010414603499520224 0.0013220258254110591 0.0011120240456300992 0.0010609595474528055 0.0010673692625010889 0.0011707408066197189
leaf_count=253 280 95 262 140 297 761 306 222 169 480 183 122 182 88 70
internal_value=0 -0.000171813 -1.18313e-05 -0.000179482 -0.000453904 -0.000216643 -0.0014705 0.000210074 0.000590404 -9.08355e-05 -0.000780208 0.000749494 0.000218484 0.00129332 1.94704e-05
internal_weight=0 0.0155744 0.0145387 0.013462 0.0113476 0.0103048 0.0026165 0.00768828 0.00651904 0.00500365 0.00342445 0.00345924 0.00210242 0.00211436 0.00228276
internal_count=3910 3438 3185 3090 2862 2565 1067 1498 1276 1107 845 472 662 228 192
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=15
num_cat=0
split_feature=40 3 48 50 2 40 13 52 52 49 12 13 0 0
split_gain=7.22227e-05 0.000118031 0.000157015 0.000218045 0.00022393 0.000164938 0.000126688 0.000246745 0.000108464 0.000132776 0.000504548 0.000288883 0.000151892 0.000136284
threshold=-0.083709999999999993 0.16699000000000003 0.12862000000000004 0.086465000000000014 0.11542500000000001 -1.0000000180025095e-35 0.25430000000000003 0.092885000000000009 0.0033900000000000002 -0.029304999999999998 0.085185000000000025 0.0015650000000000002 -0.070894999999999986 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 10 -7 12 13 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0011704146659114074 -0.0019083369436720887 0.0014017730633785043 -0.0019758862149114069 -0.0021858622565174676 0.0018928349295508169 -0.00071929311349391725 0.0016859763894371725 -0.0017409194070864876 0.0016130468294755377 0.00052464726708754581 0.0035965193122165467 -0.0026168985915029168 0.0013699286508322788 -0.0017075975671556052
leaf_weight=0.0011494211558518005 0.0010881581274599103 0.0011726367908109206 0.0010691343581915027 0.001050947119034481 0.0014533698163377894 0.0016917498096107927 0.001019732318535139 0.0017791981543559552 0.0011518259366578689 0.0013215018699508389 0.0010104166402555848 0.0011064010747691977 0.001531824118309647 0.0012362173095717618
leaf_count=169 155 178 95 654 298 142 61 481 552 87 84 201 180 573
internal_value=0 -7.96886e-05 -0.000184908 -6.09031e-05 9.42851e-05 -0.000107767 5.75906e-05 -9.57474e-05 0.00022769 2.56555e-05 0.000894512 -0.000426196 0.000166486 -0.000554259
internal_weight=0 0.0176831 0.0165105 0.0154413 0.0143904 0.012937 0.0118489 0.0108291 0.00904994 0.00789811 0.00270217 0.00519594 0.00408954 0.00255772
internal_count=3910 3741 3563 3468 2814 2516 2361 2300 1819 1267 226 1041 840 660
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=27
num_cat=0
split_feature=1456 1213 453 1374 0 31 475 133 133 43 132 1 4 52 42 2 47 47 49 4 15 0 16 48 16 3
split_gain=0.000459346 0.00042593 0.000429885 0.000397431 0.000544867 0.000396828 0.000391135 0.000299466 0.000334203 0.000459772 0.000387961 0.00036727 0.0005266 0.000459728 0.000459498 0.00026396 0.000380338 0.000305603 0.00025322 0.000606166 0.000236545 0.000382517 0.000317524 0.000210407 0.000164831 9.45348e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 -0.08459499999999999 0.10681500000000001 0.083815000000000014 -0.089949999999999988 0.079995000000000011 0.11235500000000002 -0.0025899999999999994 -0.088354999999999989 0.08110500000000001 0.14073000000000005 0.13177500000000003 0.11069000000000002 -0.029304999999999998 0.43006500000000009 0.035895000000000003 -0.082604999999999998 0.0032450000000000005 0.08740500000000001 -0.27337499999999998 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 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 23 -6 -7 8 10 -10 11 12 13 -8 24 16 17 18 -13 -20 21 -15 -23 -5 -14 -11
right_child=1 2 -4 4 5 6 7 -9 9 25 -12 15 14 20 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00077971367157613619 -0.0007780082988736853 -0.00066823036308510822 -0.00079893936678821409 0.0012776525798796302 0.00087696567648600171 -0.0007817285444030813 -0.00081042514606646256 -0.00063834980901967056 -0.00023123582103716064 0.00058339855941172273 0.00071075979283225735 0.00061467139391258724 -0.00052920805390484595 0.0010662155622618973 0.00014601889882059389 0.00087494265544620726 -0.00053722570556453497 0.00093918655664251534 -0.00092125502225772404 0.00058679178360420488 -0.00025533524854954491 -0.00048602128067801593 0.00048075449957158902 0.00041448629969493943 -0.0012559887951296971 0.0011650909292039676
leaf_weight=0.0014839650152257263 0.0012687863043213251 0.0013159563445208624 0.0011285069249269411 0.0010313162620567652 0.0012024597712044774 0.0011364801400881161 0.0010804679346163521 0.001139884730214257 0.001104954105096756 0.0010785571074434785 0.0016079724034307177 0.0012228304368200327 0.0010988195601138173 0.0011996929832453207 0.0011119602811890394 0.0010934409023762304 0.0014087248548548814 0.0011758863833790656 0.0011329881525283794 0.0010456021902383317 0.001632487976763547 0.0011268938727244625 0.0018003339455905376 0.001305377036800337 0.0015135260782440782 0.0012087735341362723
leaf_count=369 555 68 91 52 110 229 203 425 107 200 164 55 54 98 90 113 22 34 51 70 378 55 50 30 164 73
internal_value=0 3.30741e-05 6.63738e-05 9.91698e-05 0.000134654 7.55455e-05 3.68752e-05 7.59912e-05 0.000111951 0.000525326 3.91109e-05 -2.21005e-05 -0.000190798 4.45162e-05 -0.000622964 0.000229634 0.000111759 0.000311492 9.44954e-05 -0.000197476 0.000204904 0.000386961 0.000108575 0.000795451 -0.000950286 0.000890802
internal_weight=0 0.0321727 0.0309039 0.0297754 0.0284594 0.0261227 0.0249203 0.0237838 0.0226439 0.00339228 0.0192516 0.0176437 0.0105642 0.00683988 0.00372431 0.00707947 0.00598603 0.00457731 0.00340142 0.00217859 0.00575941 0.00412692 0.00292723 0.00233669 0.00261235 0.00228733
internal_count=3910 3541 2986 2895 2827 2745 2635 2406 1981 380 1601 1437 1092 784 308 345 232 210 176 121 581 203 105 82 218 273
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=15
num_cat=0
split_feature=376 1 0 15 457 151 150 0 151 16 2 3 52 47
split_gain=6.99027e-05 9.55356e-05 0.000142788 0.000116702 0.00010626 0.00014583 0.000166907 0.000160849 0.000107022 0.000206705 0.000133986 8.57456e-05 8.2038e-05 6.2261e-05
threshold=0.088415000000000007 0.076710000000000014 -0.089879999999999974 0.024640000000000006 -0.0034949999999999994 0.056555000000000001 0.082085000000000019 -0.029849999999999998 -0.029339999999999995 -0.12467499999999999 0.081110000000000015 0.045635000000000002 -0.082174999999999984 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -3 6 7 8 -6 13 -11 -8 -4 -10
right_child=-2 4 3 -5 5 -7 11 -9 9 10 -12 -13 -14 -15
leaf_value=-0.001914577487816993 0.0011673229179269115 -0.0012141024316563453 0.00035294134281064511 0.0010728841293766724 -0.001480311495182376 -0.001135198208441214 0.00074584646270520433 0.0017480467789699056 0.0020328873370291023 -0.0014850279534768267 0.00030551740049720609 0.002547232226102271 -0.0012162963019302655 0.000493714062178048
leaf_weight=0.0012635348405411143 0.0010023232029279959 0.0010794012377327586 0.0010920549292804949 0.001142031257412246 0.0010069385205255816 0.001330249175030108 0.0011895080274428316 0.0011264989023953547 0.0010427405019270784 0.0016769484126223349 0.0017934963105578072 0.0010159666278635182 0.0018804540313140947 0.0011416965827619197
leaf_count=479 82 131 307 855 97 82 167 270 180 570 182 78 359 71
internal_value=0 -6.86931e-05 -0.000575601 -0.000164415 0.0001511 0.00028123 0.000469767 0.000156602 -0.000112508 0.00013105 -0.000559689 0.00157567 -0.000639782 0.00122844
internal_weight=0 0.0177815 0.00537808 0.00411454 0.0124034 0.011324 0.00999379 0.00778832 0.00666182 0.00565488 0.00347044 0.00220547 0.00297251 0.00218444
internal_count=3910 3828 2000 1521 1828 1697 1615 1370 1100 1003 752 245 666 251
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=28
num_cat=0
split_feature=133 1456 453 1374 0 48 1213 38 13 40 42 39 475 43 34 483 160 150 160 157 43 43 43 2 52 4 43
split_gain=0.000478154 0.000503163 0.000462951 0.000468187 0.000554279 0.000452861 0.00041764 0.000379458 0.000469102 0.000468338 0.000856659 0.000601531 0.000460357 0.000390708 0.000396359 0.00044132 0.000368826 0.000359532 0.000318886 0.000336532 0.000326128 0.000582711 0.00054375 0.00022135 0.000297274 0.000171638 2.24736e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.086665000000000006 -1.0000000180025095e-35 0.084445000000000006 -0.45122499999999993 0.053870000000000008 -0.10770999999999999 0.085060000000000011 -0.084049999999999986 0.098320000000000005 -0.081629999999999994 0.0015150000000000003 0.088095000000000021 0.12187000000000002 -0.091109999999999983 -1.0000000180025095e-35 -0.089949999999999988 -0.074254999999999988 -0.26007999999999992 0.11500500000000001 0.084735000000000019 -0.078094999999999984 -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
left_child=1 -1 3 -3 5 -5 -6 8 -8 10 -10 12 -12 14 -14 16 17 18 -16 -20 22 26 -21 24 25 -23 -22
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 -18 -19 19 20 21 23 -24 -25 -26 -27 -28
leaf_value=-0.00081278027578414729 -0.00083882682073016133 -0.00075282130467052468 -0.00083262253750716712 0.0014267866478761852 -0.00072723464841741167 0.00021767876209511305 0.00086039151798187046 -0.00067991036486879895 -0.0010604143813179483 0.0010234681863565769 -0.00081802605541575479 0.001013090552794827 -0.00072493825383723742 -0.00070324090209562958 -0.00032140102042973556 -0.00072564263374179925 -0.00046182916294114053 -0.00044018211937126353 -0.00012510530992115835 0.00081158698042355093 0.0011313213682800005 0.00099054235210331207 -0.00053354037511785062 0.00097701697139012918 -0.00040810605869394861 0.00025204972917671604 0.0014077381234599549
leaf_weight=0.0015335883380045425 0.0014906842622062757 0.0013930593750544054 0.0012420779770385684 0.0011655170295510288 0.0013921073374119483 0.0015084164469669759 0.0017379631773728433 0.0012912284640318452 0.0014261847346774539 0.0010604798217123115 0.0012444716024232463 0.0014458630492464727 0.0010323932451967712 0.0012134218020975187 0.001177602133973 0.001015625004102543 0.0013536140913874553 0.0011707528330968673 0.0017129687835177885 0.0012413922968388391 0.0010843985130484235 0.0010190535802294008 0.0013120122353384982 0.0012462083915096844 0.0010126097421683244 0.0019391020110388841 0.0014714427709687766
leaf_count=343 545 64 88 50 475 32 73 77 144 41 224 241 32 200 171 199 127 37 179 19 48 91 74 61 115 141 19
internal_value=0 3.46797e-06 4.0383e-05 7.35759e-05 0.000110386 0.000744706 5.10823e-05 9.0904e-05 0.000129306 7.67581e-05 3.33323e-05 0.00010524 4.04093e-05 9.66278e-05 0.000151188 0.000205166 0.000265223 0.000333625 0.00040217 0.000472945 0.000572153 0.000720548 0.000120422 0.000441344 0.000273225 0.000506453 0.00129046
internal_weight=0 0.0354436 0.03391 0.0326679 0.0312748 0.00267393 0.0286009 0.0272088 0.0259176 0.0241796 0.0231191 0.0216929 0.0202471 0.0190026 0.0177892 0.0167568 0.0157412 0.0143875 0.0132168 0.0120392 0.0103262 0.00777282 0.0025534 0.00521697 0.00397077 0.00295816 0.00255584
internal_count=3910 3365 3022 2934 2870 82 2788 2313 2236 2163 2122 1978 1737 1513 1313 1281 1082 955 918 747 568 475 93 408 347 232 67
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=14
num_cat=0
split_feature=42 376 133 43 3 16 43 3 42 3 2 151 0
split_gain=6.40702e-05 0.000118689 9.55576e-05 0.00010726 0.0001381 0.000134221 0.00011368 0.0001448 0.000102726 7.78622e-05 0.000151687 0.000234208 0.000113513
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 -0.075954999999999981 0.062650000000000025 0.083940000000000015 -0.097604999999999983 0.088585000000000011 0.086245000000000016 0.11230000000000001 -0.0088999999999999982 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2 -9 11 -11 -12
right_child=1 -3 -4 5 -6 -7 -8 9 -10 10 12 -13 -14
leaf_value=-0.0012666348878453814 0.0010517051461900917 0.0017067041802581275 -0.0017182599476761764 0.0019756094601194193 0.0023452244909663539 -0.0017439570074386016 -0.0015984694033331539 -0.0014008688182381814 -0.0011094778211333839 -0.00072123095702357378 -0.0023082016902678318 0.002900271412428948 0.00036066336887748753
leaf_weight=0.0013005569940239018 0.0017893797158119312 0.0014434259815391736 0.0011175928960673242 0.0014655027775461729 0.0014213029977967031 0.0017612504027942908 0.0012578797469679111 0.0012459048518395606 0.0013308704250834524 0.0011379219391400852 0.0010214394770300395 0.0013607092423703615 0.0012059291314705928
leaf_count=241 460 197 856 112 201 323 295 729 186 56 62 87 105
internal_value=0 8.84123e-05 -5.65325e-05 6.72923e-05 0.000823199 -0.000261018 3.93543e-05 0.000316357 0.000129903 -9.08222e-05 0.000254542 0.00125097 -0.00086324
internal_weight=0 0.0175591 0.0161157 0.0149981 0.00454155 0.0104565 0.00869529 0.00743741 0.00312025 0.0059719 0.004726 0.00249863 0.00222737
internal_count=3910 3669 3472 2616 847 1769 1446 1151 646 1039 310 143 167
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=29
num_cat=0
split_feature=1429 4 1213 14 11 1456 1374 52 130 160 16 151 4 15 12 160 150 15 0 1 52 12 43 15 52 13 4 15
split_gain=0.000601136 0.00058174 0.000524862 0.000486307 0.000577174 0.0005178 0.000564493 0.000466999 0.000380375 0.000412373 0.000766521 0.000385269 0.000610742 0.000465702 0.000502255 0.000369605 0.000366918 0.000353193 0.000839869 0.000358062 0.000629522 0.000272943 0.000251228 0.000352889 0.000309013 0.000122158 0.000104203 7.48722e-05
threshold=-1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 -0.094679999999999986 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072359999999999994 -0.0008699999999999999 0.25367000000000006 -0.10192499999999999 0.098845000000000016 -0.059339999999999997 0.090145000000000017 -0.053579999999999996 -0.017269999999999997 0.099595000000000017 -0.089799999999999977 1.0000000180025095e-35 -0.18906999999999999 -0.03231499999999999 0.084890000000000007 -0.077154999999999987 -0.080874999999999989 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 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 15 -9 10 -10 16 13 -13 22 -8 -11 19 -19 20 -17 -12 -15 -24 26 -26 -25 -14
right_child=1 -3 3 -5 -6 6 7 8 9 11 21 12 27 14 -16 17 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29
leaf_value=-0.00098380565288033826 -0.00080049095014040207 0.00095774104883225781 -0.00075703422205523614 -0.00073137078523515702 -0.00073357113096127722 -0.00066555782322736312 0.0010634925676323585 -0.00073619795991997842 -0.001286028889914392 -0.00091185912150140128 0.00046645235411108519 -0.00070987390553041007 0.0012118218469273103 0.0010381460356599327 -0.00038204229207420307 -0.00048731356356118948 0.00021412034443245087 -0.00078696022562399623 0.00073005591946603127 0.0010277923048939452 0.00078283989370315978 -0.0004260136690890488 0.00096424782514549566 0.00067415948951927767 9.0348973554447043e-05 -0.00056493987762745745 0.00013941299445615086 0.00071186815124253244
leaf_weight=0.0011521685964118724 0.001510724389836445 0.0012141157513259884 0.0012662596342946355 0.0015260741678456138 0.0016359201684110749 0.0015576245468196239 0.0014974440676311929 0.0010611888285698692 0.0010601681153634412 0.0010344450327102747 0.0015504340079255377 0.0010347512340079463 0.0010853159269682694 0.0010680517225107886 0.0018261857013084359 0.0012610817843675681 0.0011539124518320509 0.0014642841917048566 0.0012971722346362125 0.0017920096096292193 0.001764458801092772 0.0011070187836374201 0.001267197565307571 0.0016455998740316728 0.0010628928965754625 0.0010819909804003491 0.0011787996426648904 0.0011766323815980426
leaf_count=181 591 210 285 111 82 66 109 197 170 54 54 77 66 15 107 148 69 184 69 130 53 353 49 83 62 136 145 54
internal_value=0 2.3084e-05 -8.46605e-06 2.62594e-05 6.13693e-05 0.000102924 0.000139187 0.000183214 6.29321e-05 0.000109188 -0.000299064 0.00021303 0.000306563 0.000163 0.00026192 0.000440233 -0.000318134 0.000317091 -7.43539e-05 0.00054147 0.000253425 9.46765e-05 0.000422915 0.000317551 0.000152639 -0.000240213 0.000450976 0.000951753
internal_weight=0 0.0371818 0.0359676 0.0344569 0.0329308 0.0312949 0.0300287 0.028471 0.0193946 0.0183334 0.00371762 0.0146158 0.0124274 0.0101655 0.00913072 0.00907645 0.00218836 0.00757901 0.00276146 0.00481755 0.00302554 0.00265745 0.00730453 0.00623648 0.00496928 0.00214488 0.0028244 0.00226195
internal_count=3910 3729 3519 2928 2817 2735 2450 2384 1691 1494 577 917 794 674 597 693 123 584 253 331 201 407 490 475 426 198 228 120
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=15
num_cat=0
split_feature=2 3 457 41 2 0 151 13 47 43 2 13 4 16
split_gain=7.03414e-05 0.000183216 0.000114735 0.000124707 9.75619e-05 0.000235571 0.000121976 0.000136441 0.000179572 0.000136226 0.000131203 0.000118315 2.83466e-05 1.24009e-05
threshold=0.12238000000000002 0.12566000000000002 -0.0034949999999999994 0.078150000000000011 0.11339500000000001 -0.23029999999999998 -0.084764999999999993 -0.0016149999999999999 0.085165000000000018 -0.083684999999999996 0.088975000000000012 -0.10241499999999999 -0.0044799999999999987 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 9 10 -8 12 13 -9 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0018607334568167225 0.0025537956695374222 -0.00040550157545892916 0.0022881569887546315 -0.0017253206561472587 -0.0013335138781954755 -0.0015849249279212046 0.0025002805114270818 0.00055504021172469455 0.0010791275818072868 0.0016753096899423292 -0.0020505611121318093 -0.00060679406578317808 -0.00071053458970768738 0.0008397163933285427
leaf_weight=0.0010219603171495442 0.0010288998793411058 0.001414149700616929 0.0014406094272305667 0.0011254173857779834 0.0012058806253211216 0.0012339122335840455 0.0010857665084445193 0.0010038038282398978 0.0016577026964902479 0.0010086964018899414 0.001840695773575346 0.0018645796021724576 0.0010114982141258399 0.0010137342684531109
leaf_count=294 270 147 82 172 190 234 224 228 101 100 323 1449 59 37
internal_value=0 0.000840818 -0.000129184 -1.49615e-05 0.000119018 0.000252107 1.84597e-06 0.000188557 -0.000389419 0.000829402 -0.00102075 0.000362673 -8.01632e-05 0.00125647
internal_weight=0 0.00244305 0.0165143 0.0154923 0.0143669 0.013161 0.0117204 0.0104865 0.0055137 0.00497278 0.003856 0.00388701 0.0020153 0.00202243
internal_count=3910 417 3493 3199 3027 2837 2755 2521 711 1810 610 1586 287 137
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=15
num_cat=0
split_feature=2 13 52 52 0 52 47 1 16 0 3 3 16 12
split_gain=6.8303e-05 0.000131989 0.000111001 0.000171782 9.64269e-05 0.000179499 0.000164225 0.000192556 0.000129694 0.000163001 8.90868e-05 6.1147e-05 5.86005e-05 1.77908e-05
threshold=0.097940000000000013 -0.089899999999999994 0.10701500000000001 -0.048794999999999991 -0.060094999999999989 -0.092084999999999986 0.09252500000000001 0.095575000000000007 0.064860000000000015 -0.029849999999999998 0.086245000000000016 -0.0086749999999999969 -0.16268499999999997 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 3 -3 5 -1 7 10 -6 -10 13 -5 -2 -7
right_child=1 2 -4 11 8 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0026063845891588816 0.00046045590264515537 0.00059050376793077022 0.0010984703026430532 -0.0024905591263389179 0.0015185676152913916 -0.0016750559499280223 -0.0021624866452231379 0.0020364739934982377 0.0011493051457859187 -0.0016396838691215821 0.00049950026439582582 -0.00069693440424177218 0.0020096239812542136 -0.00069127522836559042
leaf_weight=0.0010850946740855946 0.0012261671154679965 0.0018365049518431903 0.0014986667661203712 0.0010528885938638488 0.001602380642173884 0.00100367663631723 0.0010401386954764259 0.0011107539647266518 0.0010222394043561955 0.0013058466052852102 0.0015083860249895942 0.0010276902343748749 0.0014680163646560995 0.0010082436803784574
leaf_count=335 119 405 201 203 129 242 181 192 63 108 69 112 142 1409
internal_value=0 0.000358443 -0.00011223 -0.000575441 -0.000278211 -0.000657193 -0.000284246 0.000137608 0.000373241 -0.000415067 -0.000461536 -0.00160461 0.00130457 -0.00118205
internal_weight=0 0.00810993 0.00541575 0.00391708 0.0106868 0.00675629 0.0056712 0.00463106 0.00393047 0.00232809 0.00352031 0.00208058 0.00269418 0.00201192
internal_count=3910 1182 921 720 2728 2428 2093 1912 300 171 1720 315 261 1651
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=27
num_cat=0
split_feature=1213 1374 14 1456 453 0 48 480 1 133 11 49 4 12 13 376 0 43 15 4 3 13 13 2 3 13
split_gain=0.000586115 0.000466596 0.000453009 0.000433316 0.000392734 0.000382939 0.00041888 0.000346982 0.000334918 0.000365608 0.000416872 0.000383838 0.000357293 0.000483308 0.000296326 0.000280298 0.000260741 0.000260259 0.000315402 0.000234849 0.000230089 0.000251156 0.000254474 0.000166588 0.000279955 0.000162797
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.086665000000000006 0.08456000000000001 0.12864500000000004 0.10681500000000001 0.088315000000000018 -0.084934999999999997 -0.0021099999999999995 -1.0000000180025095e-35 -0.10241499999999999 0.048375000000000008 -0.10462499999999998 -0.08921999999999998 -0.10071499999999999 -0.04133499999999999 -0.115685 -0.070604999999999987 -0.084184999999999996 0.13754500000000003 0.097615000000000021 0.095355000000000009
decision_type=2 2 2 2 2 2 2 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 19 15 -14 -15 16 -13 -16 -19 -7 25 22 -22 24 -10 -18
right_child=1 2 -4 4 -6 7 -8 -9 23 -11 -12 12 13 14 17 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00092032302408934555 -0.00078652938394403044 -0.0006755450071518111 -0.00069678954400783115 0.0014351611977239439 -0.00072009259044327194 0.00025213235159553791 0.00020184736258547166 -0.00071874021349502477 0.00084196665161422274 -0.00071006825444163823 -0.00063284599233077825 0.00096663873908338837 -0.00076053097898217379 0.00092113483060839944 0.00063725042279554143 0.0011458314800497388 0.00098345549082338589 0.00020362861003626103 -0.00081625711635021476 -0.00061470647873868326 -9.950820286174949e-05 -0.00041751004870715388 0.00085451848474656761 0.0010567847952889298 -0.00014469615460822399 0.00019634765747175188
leaf_weight=0.001474063827484883 0.0014590284471580608 0.0014644825147273602 0.0016080869733011696 0.0010204968981071183 0.0010903028774844606 0.0010457433667436788 0.0013681770452649289 0.0010092241454742043 0.0012548585751488419 0.0011667283786909724 0.0014080729845105102 0.0013001930377916551 0.0013301944725820913 0.0010375630839668526 0.0011060114608624216 0.0011503069024789703 0.0012127982475931189 0.0016163283361112918 0.0010694347911821165 0.0018143646012207517 0.0013063624349411995 0.0015592560825060118 0.001087419290989316 0.0010462368773888897 0.0011884928644686488 0.0010326177283122018
leaf_count=592 68 312 110 47 90 40 31 249 92 350 102 52 151 42 32 58 40 83 178 127 199 461 153 141 49 61
internal_value=0 1.87943e-05 5.63414e-05 9.71389e-05 0.000137236 0.000171689 0.000728748 0.000117909 0.000153487 8.16306e-05 0.000130051 0.000190849 0.000285219 1.70605e-05 0.000231241 0.000476194 0.00037347 4.24612e-05 -0.000202476 -0.000297764 0.000249047 3.74955e-05 0.000333876 0.000570333 0.000362035 0.000621482
internal_weight=0 0.0327528 0.0312938 0.0296857 0.0282212 0.0271309 0.00238867 0.0247422 0.023733 0.0202434 0.0190767 0.0176686 0.0148085 0.00615953 0.00482934 0.00864895 0.00749865 0.00379177 0.00268576 0.00286011 0.00619845 0.00395304 0.00239378 0.00348959 0.00244335 0.00224542
internal_count=3910 3318 3250 3140 2828 2738 78 2660 2411 2129 1779 1677 1510 486 335 1024 966 293 261 167 914 813 352 282 141 101
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=16
num_cat=0
split_feature=14 11 3 2 39 3 0 3 48 160 1 4 15 43 52
split_gain=6.86585e-05 9.13837e-05 0.000110199 0.000258441 0.000118265 0.00020249 0.0004081 0.000194567 0.000126114 0.00018664 0.000104273 0.000130728 7.91104e-05 0.000118094 1.56083e-05
threshold=0.020750000000000005 0.087830000000000005 -0.12008499999999998 0.106285 0.005105000000000001 0.13772500000000001 -0.053834999999999994 -0.010319999999999998 0.087035000000000015 0.088785000000000017 0.11198000000000001 0.15927500000000003 -0.094924999999999995 -0.07526999999999999 0.031990000000000011
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 -6 10 -10 11 12 -4 -14 -7
right_child=-2 -3 4 -5 7 14 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00017356011610085374 -0.0012548467698224321 -0.001379518808576974 0.0013654355748674615 0.0029496999662615392 0.002599999518954984 0.0015668617994983797 -0.0033266755359307623 -6.3574700500933408e-05 -0.0026621636550730127 0.00025489548883850152 0.0013100074035003377 -0.0017196710090194814 0.00095168758059570931 -0.0013363880231226709 0.00071231005410417369
leaf_weight=0.0016202514118144303 0.0010097479848408244 0.0010024052544022046 0.001103586802277387 0.001068037622758311 0.0010185802639977176 0.0010313619559876456 0.0011405289871536288 0.0019267650770523745 0.0010640843052980992 0.0010675979385486034 0.001519856027271338 0.0010342073650703165 0.0010418125372951871 0.0011564285594552262 0.0010459840515057994
leaf_count=138 153 132 142 71 193 134 244 233 241 61 93 144 727 1140 64
internal_value=0 6.63543e-05 0.000152425 0.00106729 -2.13757e-05 -0.000252404 -0.000568504 0.000857561 -0.000174671 -0.00120123 0.000199021 -0.000190399 0.000288604 -0.000252 0.00113658
internal_weight=0 0.0178415 0.0168391 0.00268829 0.0141508 0.0112054 0.0091281 0.00294535 0.00798757 0.00213168 0.00585589 0.00433604 0.00330183 0.00219824 0.00207735
internal_count=3910 3757 3625 209 3416 2990 2792 426 2548 302 2246 2153 2009 1867 198
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=16
num_cat=0
split_feature=4 15 48 51 0 0 2 1 52 2 1 13 48 15 13
split_gain=6.47324e-05 0.000133945 0.000135497 0.000134431 0.00013424 0.000158589 0.000172001 0.000103631 9.24811e-05 8.90041e-05 0.000105174 7.80193e-05 6.29908e-05 3.60702e-05 2.66701e-05
threshold=0.27020000000000005 -0.11739999999999999 0.093225000000000016 0.08955500000000001 -0.10575999999999998 -0.066689999999999985 0.08400500000000001 0.085990000000000011 -1.0000000180025095e-35 0.10113500000000002 0.11235500000000002 -0.0064299999999999991 0.12068500000000001 -0.44761499999999993 -0.011514999999999999
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 -6 -3 -9 10 14 -2 -4 -13 -7
right_child=11 2 12 -5 5 9 -8 8 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0017919844546495922 0.0016003423819747878 -0.00040889467665030911 0.0018927121679957022 -0.0017818990550134176 -0.0025744230417018041 0.0017843693888707388 -0.0001621898392748245 0.00038147994912360523 0.002387809143539271 -0.00072999063947325378 -0.00048480429295970492 -0.00058893863514293803 0.00026044741229515783 0.00061565846516610512 0.00069453463615994418
leaf_weight=0.0010225650283024702 0.0011361181313233638 0.0010881560093657381 0.0010754252959077467 0.0011097921842056777 0.001280666267595351 0.0010128325109636238 0.0013767974320272637 0.0010177646776481364 0.0010453977404312198 0.0018628506914628029 0.0013035651913613222 0.0010075261124197626 0.0010477053073111309 0.0012505062693595461 0.0010033023313307807
leaf_count=253 280 139 161 302 661 73 1193 85 44 258 77 76 90 116 102
internal_value=0 -0.000135773 -1.67102e-05 -0.000210396 -5.17222e-05 -0.000383675 -0.00132468 0.000774129 0.00139808 9.88428e-05 0.000563943 0.000587685 0.00108724 7.81715e-05 0.00124203
internal_weight=0 0.0152468 0.0142243 0.0121011 0.0109913 0.00784001 0.00265746 0.00315132 0.00206316 0.00518255 0.0033197 0.00339415 0.00212313 0.00225803 0.00201613
internal_count=3910 3438 3185 2934 2632 2364 1854 268 129 510 252 472 251 192 175
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=30
num_cat=0
split_feature=51 1 46 376 47 1 42 12 13 48 2 484 14 1429 42 49 52 48 160 15 12 4 2 16 2 12 0 13 0
split_gain=0.000448008 0.000670916 0.000666592 0.000471016 0.000523036 0.000488605 0.000582972 0.000566002 0.000559492 0.000539694 0.000718351 0.000509136 0.000499441 0.000494133 0.000393276 0.000346057 0.000355149 0.000342304 0.000491989 0.000299964 0.000293831 0.000351312 0.000284592 0.000267087 0.000392894 0.000348176 0.000224349 0.000163888 1.56604e-05
threshold=-0.40274499999999996 0.14000500000000002 0.081930000000000017 0.088415000000000007 0.11669500000000001 0.076710000000000014 -1.0000000180025095e-35 0.098845000000000016 0.11596500000000001 0.12862000000000004 0.114165 -0.0043499999999999988 0.077685000000000018 0.082195000000000018 0.085330000000000003 0.051590000000000004 0.096170000000000019 0.085875000000000021 0.088485000000000008 -0.024209999999999999 0.085185000000000025 -0.08100499999999998 0.097360000000000016 0.050115000000000007 1.0000000180025095e-35 0.092150000000000024 -0.16128999999999996 -1.0000000180025095e-35 -0.094049999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 10 11 -7 13 15 20 16 17 23 -19 -3 21 -8 -22 24 25 28 -26 -12 -13
right_child=1 19 -4 -5 -6 9 7 -9 -10 -11 27 12 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.00080578601297729389 -0.0010249482400911203 0.001281592521408887 -0.0010648617074786792 0.00088857598165245806 -0.00090805576460873207 -0.00074936354895576937 0.00023430866304287377 -0.0009478834334676273 0.00067129614606126198 -0.00070512103390649563 0.0012235927446176793 -0.00031583888099519269 -0.00067826441394850019 0.0011409647842938796 -0.00082894156779680385 0.0008909194080385166 -0.00056154507324824817 -0.00073443390301813904 0.00045173910057091704 0.00027946775775873839 -0.00014154732501360035 -0.00085057764553728632 0.00079420378249940842 -0.00028660974029115466 0.00051020494710557734 0.00070509248383769467 0.001327672578938716 0.00053136561371794355 -7.7907813014569646e-05
leaf_weight=0.0012110902598286835 0.0013991392872605155 0.0010225150465309751 0.0010724620628579365 0.0010778327667168011 0.001147816773581666 0.0011845196630589925 0.0010252823885466 0.0012065675363706063 0.0019286260594526539 0.0012567773547651475 0.0012464884492571215 0.0010037974440574885 0.0011540710838282573 0.0010283082044946221 0.0012655891315805912 0.0010887190215598261 0.0013118173513944073 0.0014890841804096056 0.0011024130045456104 0.0011492941922242031 0.0011246281126271462 0.0011441337165279952 0.0012357343181257363 0.0010278900810218872 0.0014125643884597139 0.0012634754124096759 0.0010680341941911031 0.0012319524963216302 0.0010007360346978552
leaf_count=145 720 127 56 53 103 162 39 137 27 27 124 47 68 66 659 52 123 83 35 30 79 226 15 138 43 158 44 87 237
internal_value=0 2.70073e-05 -2.13945e-05 1.42155e-05 -1.6838e-05 1.81943e-05 -0.000217127 -9.05666e-05 4.33551e-05 0.000147008 0.000207809 9.78172e-05 0.000169748 0.000246225 -0.000165616 0.000168045 9.43539e-05 0.000186201 -0.00022984 0.000751281 1.97128e-05 -0.000337852 0.000348352 0.000345305 0.000458295 0.000151733 0.00086217 0.000879509 -0.000197055
internal_weight=0 0.0346703 0.0324985 0.031426 0.0303482 0.0292003 0.0103297 0.00893056 0.00772399 0.0188706 0.0176139 0.0151354 0.0139509 0.0127968 0.00579537 0.0117685 0.0106798 0.00936799 0.0025915 0.00217181 0.00452978 0.00216942 0.00236036 0.0067765 0.00574861 0.00326801 0.0024806 0.00247844 0.00200453
internal_count=3910 3765 3608 3552 3499 3396 1902 1182 1045 1494 1467 1256 1094 1026 1018 960 908 785 118 157 359 265 94 667 529 442 87 211 284
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=15
num_cat=0
split_feature=484 150 42 47 47 1 48 160 15 0 0 12 15 2
split_gain=6.71923e-05 8.89663e-05 0.00011173 0.000105929 0.000103215 0.000142737 0.000227355 0.000176582 0.000354481 0.000136175 0.000119436 9.35684e-05 8.52551e-05 0.000129554
threshold=-0.0043499999999999988 0.12187000000000002 0.10269500000000001 0.10561500000000001 0.086425000000000016 0.076710000000000014 0.085790000000000019 -0.080184999999999992 -0.03231499999999999 -0.16128999999999996 -0.089879999999999974 1.0000000180025095e-35 0.041585000000000004 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 7 -7 -9 -8 -2 -5 13 -12
right_child=1 -3 -4 11 -6 6 9 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0012184345267282225 -0.0019974700099096433 -0.0014975635735137538 -0.0015239044845180947 0.0024242332869011314 -0.0013627606211070813 -4.7483782610390399e-05 -0.002086842012774516 0.0044748070273378168 0.00049118260047061025 0.00081216431319198383 0.00060470071310187563 0.00020931977485786485 0.001461810907733678 -0.0018532170235375982
leaf_weight=0.0013554646515418411 0.001182167183127635 0.0010618112990694309 0.0011297351807919775 0.0013191638572785562 0.0013559313556731909 0.0013985049319890086 0.0010711765016910846 0.0013791729139754141 0.0014895617794744298 0.0010085300436371014 0.0016047549777792472 0.0011397539198735318 0.0010217740916635965 0.0012027588374502185
leaf_count=612 291 90 394 83 170 212 50 233 462 152 252 104 657 148
internal_value=0 9.04816e-05 0.000193911 0.000321812 0.000113761 0.000290024 0.000854031 0.00160215 0.00240635 -0.000681002 -0.000424284 0.00139758 6.13858e-05 -0.000448289
internal_weight=0 0.0173648 0.016303 0.0151733 0.0127143 0.0113584 0.00634695 0.00426724 0.00286873 0.00207971 0.00501146 0.00245892 0.00382929 0.00280751
internal_count=3910 3298 3208 2814 2627 2457 1109 907 695 202 1348 187 1057 400
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=26
num_cat=0
split_feature=51 124 31 1 45 14 403 47 47 47 12 1 1374 1456 0 150 50 1429 150 4 2 16 13 4 52
split_gain=0.000427734 0.000666812 0.00045358 0.000425157 0.000460196 0.000466769 0.000346399 0.000343488 0.00037138 0.000455352 0.000391999 0.000781628 0.000444053 0.000419698 0.000370406 0.000415448 0.000291022 0.000247152 0.000248354 0.000262417 0.000733193 0.000202121 0.00017711 0.00020308 0.000138783
threshold=-0.40274499999999996 0.11158000000000001 -1.0000000180025095e-35 0.14000500000000002 1.0000000180025095e-35 0.077685000000000018 -0.088854999999999976 0.11764000000000001 0.10783500000000001 0.090280000000000013 0.099370000000000014 0.10373000000000002 -0.094679999999999986 -1.0000000180025095e-35 -0.230625 0.088380000000000014 0.086465000000000014 0.079110000000000014 0.082085000000000019 -0.076854999999999993 0.092865000000000017 0.050115000000000007 -0.080649999999999986 -0.23071499999999998 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 12 -12 -8 -14 -15 16 17 18 19 22 -21 24 -16 -24 -22
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 20 21 -23 23 -25 -26
leaf_value=-0.00075059057656298657 0.00076577157688936348 0.00087295501192961324 -0.00074403983693670619 0.00071196166142856242 -0.00092625626074807231 -0.0008091646565887838 -0.00062408664911611659 -0.00069579334158877278 0.00072585961962653967 -0.00065571613983626939 -0.00094223823975291498 0.00036278334477433065 -0.00060182000735147065 0.00079775351219981046 0.00077291200279179658 -0.0004296961122383784 -0.0003553388021441062 0.00087609024302243935 0.00073291811574280005 -0.00094725924211914471 0.00082903261821711091 -0.00014219595407455429 -3.6595412436419819e-05 0.00062541068066429019 0.00016859326331178373
leaf_weight=0.0012235910320035339 0.0011225632230745788 0.0013890914453767436 0.0010170499754777454 0.0011167409759667282 0.0010108225557026165 0.0012587580800700318 0.001192278772265353 0.0010592981218406896 0.0012135473479109029 0.0015593736556105678 0.0016853550729193775 0.0013137746059470601 0.0010460061723467076 0.0016436060914415277 0.0013144594326495174 0.0016842152552949399 0.0011934454234721762 0.0010940752898218617 0.0014312767746687003 0.0011092036227170147 0.0010009041975282684 0.0013402218214682016 0.0019338229962360121 0.0012129558942897741 0.0010474522092356331
leaf_count=145 110 34 487 127 59 116 61 93 58 156 251 80 244 52 150 197 360 76 79 298 109 79 118 262 109
internal_value=0 1.35013e-05 -2.55122e-05 -5.56447e-05 -8.5869e-05 -5.48105e-05 -1.84186e-05 1.10125e-05 4.21883e-05 5.80325e-06 5.43629e-05 -0.000370571 0.000124218 0.000176541 0.000227408 0.000162138 0.000240761 0.000302707 0.000242331 0.000163956 -5.22262e-05 0.00024075 0.000381909 0.000218581 0.000491309
internal_weight=0 0.0319903 0.0306012 0.0294786 0.0283619 0.0273511 0.0260923 0.0250753 0.024016 0.0228024 0.0212431 0.00299913 0.0182439 0.0170516 0.0160056 0.014362 0.0126778 0.0114844 0.0103903 0.00895902 0.00449778 0.00338858 0.00446124 0.00314678 0.00204836
internal_count=3910 3765 3731 3621 3494 3435 3319 2832 2739 2681 2525 331 2194 2133 1889 1837 1640 1280 1204 1125 595 297 530 380 218
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=27
num_cat=0
split_feature=1429 51 124 43 123 131 132 42 34 9 50 160 47 4 160 150 1 150 42 16 12 48 51 1 49 2
split_gain=0.000618872 0.000481219 0.000743145 0.000493967 0.000583646 0.00045632 0.0004442 0.00046759 0.000335488 0.000416309 0.000381684 0.000534588 0.00042222 0.000478501 0.000755932 0.000417705 0.000579963 0.000462146 0.000314141 0.000305083 0.00025969 0.00024434 0.000223751 0.000281014 0.000279731 0.000355427
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10385500000000002 0.24789500000000006 0.088610000000000008 0.092255000000000018 0.079995000000000011 -1.0000000180025095e-35 -0.087829999999999978 -1.0000000180025095e-35 0.07992500000000001 -1.0000000180025095e-35 0.08593000000000002 0.0057500000000000008 0.087825000000000014 0.11680000000000001 0.077800000000000022 0.12820000000000001 0.091330000000000008 -0.30307999999999996 0.051320000000000005 0.10557500000000002 -0.084249999999999978 0.088135000000000005 -0.082084999999999977 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 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 12 -12 13 14 18 16 -15 -17 22 -18 -8 -14 -11 24 -24 -26
right_child=1 2 -4 -5 -6 -7 20 8 9 10 11 -13 21 15 -16 17 19 -19 -20 -21 -22 -23 23 -25 25 -27
leaf_value=-0.0012331217846946274 -0.00092542875891979816 -0.00075453947739250902 0.0011397177393608763 -0.0010597095704915416 0.001198933577471716 -0.00083749095193288525 0.0013507115575371238 -0.00085065363710256411 0.0010785153448602031 -0.00027292476104145242 -0.0014462820131431768 0.000154022288166636 -0.00090923187557911532 -9.2725857093820807e-05 -0.00097244978765743712 -0.00071760047700046852 0.00060012534283097527 0.00072325229289957142 -0.00061538731845112724 0.0016005898559104394 0.00021608470962682043 0.000104253083311515 0.0013713823205425866 -0.00012191309079183462 0.00092953632799593945 -7.4228709213284815e-05
leaf_weight=0.0010378808460156366 0.0013204239686975807 0.0019839932326466822 0.0015849138472376892 0.0010765637393397578 0.0011007369967169353 0.0015712152820687155 0.0010143059958261915 0.0010089665131554062 0.0010663983434347482 0.0014568482954380188 0.0010106861076649987 0.0011599614140233019 0.0015010636234540345 0.0012808072047095212 0.0017468908781857482 0.0011847247592011723 0.0013481328596374187 0.0011209041864681524 0.0011156783846995042 0.0019001895291937965 0.0010751510621810345 0.0010432472051492003 0.0010304474068285599 0.0017649206751033653 0.0018064949359402616 0.0018448277234723864
leaf_count=181 134 567 42 227 140 356 65 42 59 159 183 241 96 128 139 49 100 19 240 57 127 62 17 129 246 105
internal_value=0 2.71933e-05 6.44104e-05 1.15044e-05 4.85421e-05 6.38326e-06 5.29641e-05 -3.59252e-06 5.74899e-05 9.66772e-05 4.97585e-05 -0.000591103 0.000118812 0.00020735 -3.96746e-06 0.000540216 0.000823935 -1.71157e-05 0.000183613 0.00118537 0.000766878 -0.000493671 0.000296402 0.000425061 0.000631257 0.000422385
internal_weight=0 0.0351185 0.0337981 0.0322132 0.0311366 0.0300359 0.0284646 0.0263752 0.0243912 0.0233822 0.0223158 0.00217065 0.0201452 0.0176009 0.0107661 0.00683476 0.00452913 0.00230563 0.00901922 0.00324832 0.00208946 0.00254431 0.00790354 0.00644669 0.00468177 0.00365132
internal_count=3910 3729 3595 3553 3326 3186 2830 2638 2071 2029 1970 424 1546 1388 1035 353 285 68 896 157 192 158 656 497 368 351
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=29
num_cat=0
split_feature=51 31 39 3 47 48 484 4 11 11 12 151 15 48 1 4 1 49 0 2 15 43 0 13 16 160 2 2
split_gain=0.000522422 0.000566772 0.000448833 0.000735992 0.00041573 0.000435515 0.000542792 0.000473535 0.000593129 0.000434541 0.000430376 0.000362555 0.00109903 0.000556611 0.000536015 0.000528763 0.000387999 0.000362387 0.000517763 0.000326431 0.000364569 0.000292129 0.000247298 0.000214257 0.00020298 0.000142226 0.000118835 6.29901e-05
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.13419 0.31335500000000011 0.11896000000000002 0.12649500000000002 -0.079734999999999986 0.17888000000000001 0.079700000000000007 0.076160000000000019 0.098845000000000016 -0.08341999999999998 -0.095799999999999982 0.091555000000000011 0.088385000000000005 -0.0025899999999999994 0.083930000000000018 -0.006494999999999999 -0.11756999999999999 0.10113500000000002 0.079360000000000014 -0.079109999999999986 -0.10943499999999999 -0.069479999999999986 -0.022939999999999999 -0.06234 0.11043500000000002 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 17 11 14 -13 15 -8 19 -17 22 25 20 21 -14 -9 -23 -25 -19 -21 -15
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12 12 13 27 -16 16 -18 18 -20 26 -22 23 -24 24 -26 -27 -28 -29
leaf_value=-0.00079384507408633326 0.00092098235945853985 -0.00097797422027927697 0.00086409534868927293 0.0010834819838152403 -0.00071285966889338831 -0.00088012996752826487 -0.00016268100436242326 0.00019864885433214181 -0.0011031267040267547 0.00094264477956573637 -0.00070447735111304739 -0.0012410317294242366 -8.2148783465490265e-05 0.00050431633454473045 0.0010968191624877045 -7.4468300764168486e-05 -0.0012539752076750805 -0.00041165032565269698 0.0010206947402329612 -0.00071030307130461891 -0.00039168113926796847 0.0010750486136386237 -0.00066726262730292885 -7.2637446796035827e-05 0.00081589732786570247 0.00032960328976473698 -4.1542055241572848e-05 0.00098815445673389592
leaf_weight=0.0016172521264502518 0.00131815567176946 0.001088723383028011 0.0011016607347595899 0.0010958684072680516 0.0019341555714555972 0.00116986784844919 0.0012353274855502741 0.0012374769517047302 0.0010661120765851342 0.0017131645479366853 0.0016787161564831557 0.0013719292005174204 0.0014636380708449304 0.0011119655493206934 0.0014290509383170225 0.0010906058240794008 0.0010968898536665161 0.0010137208189293645 0.0016216537037758993 0.0010292889674863304 0.0012983859171990519 0.0014475363912820338 0.0013547771321440472 0.0010144126993122393 0.0010022533641966744 0.0010165778461675989 0.0010551149562778583 0.0010040405663351848
leaf_count=145 112 366 48 129 100 39 134 67 155 63 340 178 161 46 87 117 96 18 134 59 984 55 39 19 65 66 49 39
internal_value=0 2.01862e-05 -1.50031e-05 -4.46731e-05 -8.38646e-05 -4.27797e-05 -8.33727e-06 3.02574e-05 -8.77585e-05 0.000317909 -2.86998e-05 3.94329e-05 -5.07556e-05 7.87004e-05 0.000512857 -5.33612e-05 -0.000665916 0.000146506 0.000430724 0.000107873 0.000268451 0.000442382 -0.000253898 0.000663998 0.000368951 -4.0502e-05 -0.00037178 0.000733897
internal_weight=0 0.0350611 0.0337429 0.0326413 0.0315454 0.0296112 0.0284414 0.0273526 0.0193953 0.00795737 0.0183292 0.0166504 0.0139861 0.0126141 0.00266438 0.0104981 0.0021875 0.00624421 0.00365195 0.00831063 0.00622623 0.00492784 0.00259225 0.0034642 0.00201667 0.0020303 0.0020844 0.00211601
internal_count=3910 3765 3653 3605 3476 3376 3337 2971 2584 387 2429 2089 1868 1690 221 1605 213 324 218 1392 1284 300 106 139 84 84 108 85
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=14
num_cat=0
split_feature=403 132 42 376 160 474 43 13 13 4 4 16 47
split_gain=7.72945e-05 7.44349e-05 0.000113321 0.000168743 0.000168009 0.000250894 0.000173769 0.000176703 0.000208026 0.000118076 0.000206879 0.000184578 0.00014137
threshold=-1.0000000180025095e-35 0.080815000000000012 -0.10770999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.098320000000000005 -0.083354999999999985 -0.16277999999999995 0.0057500000000000008 -0.060264999999999992 -0.53257999999999994 0.090280000000000013
decision_type=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 -9 -11 -13
right_child=1 -3 3 -5 6 -7 -8 9 -10 11 -12 12 -14
leaf_value=-0.0012602852536829539 -0.0014192656900365609 0.0010611021306361997 -0.0021299719816513787 0.001638036193301945 4.7902641996166681e-05 0.00066173963046275281 -0.0016380939372377073 0.0003910979978249587 0.0025522056916751868 -0.0010829816989754589 -0.0020098893392394451 0.0019244019526405776 -0.00010663655184129785
leaf_weight=0.0010023359886428924 0.0011680039455309278 0.0014852580054241149 0.0018099075587395619 0.0013692073730069152 0.0013766717085790109 0.001127027435322836 0.0010208524653982408 0.0017129033062449339 0.0014903677072894278 0.0011573639292494775 0.0014128985594378946 0.0018098847483247194 0.0012500572393537024
leaf_count=930 167 277 630 178 115 218 210 337 301 71 268 145 63
internal_value=0 6.46309e-05 -2.39656e-05 8.09261e-05 -6.95551e-05 -0.00105867 0.000189102 0.000371792 0.00134971 -1.00253e-05 -0.000694176 0.000497057 0.00109468
internal_weight=0 0.0181904 0.0167051 0.0155371 0.0141679 0.00293693 0.011231 0.0102101 0.00286704 0.00734311 0.0031258 0.00421731 0.00305994
internal_count=3910 2980 2703 2536 2358 848 1510 1300 416 884 605 279 208
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=15
num_cat=0
split_feature=124 12 156 158 11 43 43 3 42 2 15 0 49 0
split_gain=7.30741e-05 0.000127131 9.55286e-05 0.000107624 0.000130102 0.000147082 0.000230999 0.000219452 0.000138766 0.000136756 0.000154345 0.000159222 0.000211161 6.83891e-05
threshold=0.10143000000000002 0.11655500000000001 0.091280000000000014 0.087355000000000016 0.080455000000000013 -0.074254999999999988 -0.080894999999999981 -0.100615 0.084100000000000022 0.087995000000000004 -0.095799999999999982 -0.072264999999999982 -0.03250999999999999 -0.11991499999999998
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 13 -11 12 -12 -7
right_child=-2 -3 -4 -5 -6 9 -8 8 -10 10 11 -13 -14 -15
leaf_value=0.0020102116981749944 0.0012844760310035061 -0.0015716324277952828 -0.0013682625723175693 -0.0014273220895145787 -0.0013483739179730068 -0.00011334725905352333 0.0030072005523797806 0.00065614112846573854 -0.0018019242098611013 -0.00085592094495519973 0.00048898695090139849 -0.00023265200830403969 0.003336191633535936 -0.0017535256701546201
leaf_weight=0.0013835415798403861 0.001011954610199344 0.0012837558480359021 0.0010965399612434387 0.0010002428824614435 0.0011485888996356506 0.0011680308066654987 0.0011433725967564508 0.0012010054804407096 0.0010422738117425306 0.0017411694934788211 0.0015428543403590567 0.0018495637733624837 0.001073052301359026 0.001310856347799743
leaf_count=159 55 180 331 339 152 69 224 399 349 235 113 215 278 812
internal_value=0 -7.68496e-05 3.80493e-05 0.000136872 0.000244002 0.000379929 0.00107532 0.000466288 -0.000485927 -1.98926e-06 0.000388896 0.000874273 0.00165692 -0.000980687
internal_weight=0 0.0179848 0.0167011 0.0156046 0.0146043 0.0134557 0.00477019 0.00362682 0.00224328 0.00868553 0.00620664 0.00446547 0.00261591 0.00247889
internal_count=3910 3855 3675 3344 3005 2853 1131 907 748 1722 841 606 391 881
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=14
num_cat=0
split_feature=52 1 48 2 14 1 52 12 2 151 0 15 0
split_gain=7.52528e-05 0.0001048 0.000166291 0.00014669 0.000186846 0.000181756 0.000171667 0.000126945 0.000122794 0.0001205 0.00010591 8.31637e-05 0.000215665
threshold=-0.40083499999999994 0.14000500000000002 0.12862000000000004 0.10910500000000002 -0.23083499999999998 0.10937500000000001 0.084890000000000007 0.088325000000000015 0.099015000000000006 -0.084764999999999993 -0.074249999999999997 -0.095799999999999982 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 8 -8 9 -2 11 -11 -13
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 12 -14
leaf_value=-0.0014086265858205644 -0.0016566216931379694 0.0016322112684411048 -0.0022214632600153785 -0.00098591426722950031 0.0007144080063243946 0.0036528620419147813 -0.0027350862828434052 -0.00034543950619753518 0.0018411334633482007 -0.0012918924155802794 0.0013018998203759603 0.0015793627192164338 -0.0014694190206503638
leaf_weight=0.001105813742413835 0.0012503253825766215 0.0012519815543292684 0.0010052692375882568 0.0010131157958182535 0.0017593076633130736 0.0010274441380817845 0.0012309921562664869 0.0015444713177071023 0.0011833935288119574 0.001535521256244717 0.0019620604345102479 0.0017068032997987195 0.001230302989290462
leaf_count=401 229 163 86 82 240 159 453 557 173 209 278 122 758
internal_value=0 8.40092e-05 -3.38289e-05 0.000108569 0.0010556 0.00179778 -0.000200484 -0.00140531 0.000176579 -7.97406e-05 0.000226663 -0.000245023 0.000302281
internal_weight=0 0.017701 0.016449 0.0154437 0.00379987 0.00278675 0.0116439 0.00277546 0.00886841 0.00768501 0.00643469 0.00447263 0.00293711
internal_count=3910 3509 3346 3260 481 399 2779 1010 1769 1596 1367 1089 880
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=24
num_cat=0
split_feature=31 1213 1374 14 160 484 133 47 3 1 13 51 0 1 123 49 43 13 48 457 4 12 2
split_gain=0.000604428 0.00038902 0.000409766 0.000346378 0.00034417 0.000309291 0.000319955 0.000338288 0.000533697 0.00051007 0.000450386 0.000431881 0.000385982 0.000539733 0.000386555 0.000314175 0.000284246 0.000279033 0.000273062 0.000263536 0.000358151 0.000435056 0.00014931
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 -0.40446999999999994 -0.08231999999999999 0.10681500000000001 0.080075000000000021 -0.074234999999999982 0.13213500000000003 -0.26418499999999995 0.092720000000000011 -0.23029999999999998 0.11235500000000002 1.0000000180025095e-35 -0.084114999999999981 -0.075819999999999985 -0.10241499999999999 0.091505000000000017 0.082870000000000013 -0.0021099999999999995 0.084100000000000022 0.088300000000000003
decision_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 10 16 18 -7 12 -12 14 15 -14 -9 -17 -10 20 21 22 -19
right_child=1 2 3 -5 5 6 -8 8 9 -11 11 -13 13 -15 -16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00093697759889462104 -0.00087487824587730403 -0.00083488757852145771 -0.00078901068288448977 -0.00074548160523548737 -0.00064142323097689713 0.00092665289184674579 -0.00068206312296276931 -0.00014436949963552475 -0.0013664416882184622 0.0001375763418544068 0.00087245592254277043 -0.00060579474987564063 -0.00071577280997609839 0.00091822981152684497 0.00086779397034433738 0.00074478982852702351 0.00085231903120434112 0.00075560326634365761 -0.0003491076302133685 0.00056238451765214747 -0.00083884104914236184 -0.00058164825386969148 4.9890216168308602e-06
leaf_weight=0.0013510927016779353 0.001191679815049528 0.0012687469466685633 0.0010045701339968507 0.0012243758717136446 0.0011996753562507614 0.0019137532325805206 0.0010197092270316779 0.0011053395121553011 0.0012596032733240134 0.0017219080560029118 0.0018512257737910371 0.001363217272183471 0.001369537271781243 0.0016806937974441364 0.0010321549730967225 0.0010366059279918157 0.0013480119810057312 0.0012757783691021941 0.0010082575840595354 0.0011448069682487017 0.0014027751391996373 0.0015188512326717307 0.0010060459845782077
leaf_count=113 592 67 258 108 327 123 391 137 79 44 57 126 85 182 93 41 53 69 57 61 235 554 58
internal_value=0 -5.92051e-05 -2.54023e-05 1.19621e-05 4.72746e-05 8.05357e-05 0.000116537 0.000151883 -0.000131444 -0.000460245 0.000261884 0.000175232 0.000255174 0.000155523 2.45392e-05 -7.48816e-05 0.000403268 4.39729e-05 -0.00091415 -7.04633e-05 -0.000209696 2.25129e-05 0.000424661
internal_weight=0 0.0299473 0.0287556 0.0274869 0.0262625 0.025258 0.0240583 0.0230386 0.00644312 0.00398977 0.0165954 0.0146817 0.0133185 0.0114672 0.00978656 0.0087544 0.00245335 0.00738486 0.00226786 0.00634826 0.00520345 0.00380068 0.00228182
internal_count=3910 3797 3205 3138 3030 2772 2445 2054 370 180 1684 1561 1435 1378 1196 1103 190 1018 136 977 916 681 127
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=15
num_cat=0
split_feature=14 157 48 48 51 0 1 52 151 0 15 13 4 15
split_gain=7.57707e-05 7.71115e-05 9.72502e-05 0.000174361 0.000113126 0.000124992 0.000109878 0.000142424 0.000325058 0.000339523 0.000157305 0.000203045 0.000283488 4.63235e-05
threshold=0.056865000000000006 -0.073574999999999988 0.12862000000000004 0.093225000000000016 0.08955500000000001 -0.19631499999999999 0.12646500000000002 -0.090304999999999983 -0.076429999999999984 -0.11756999999999999 -0.099824999999999983 -0.11267999999999999 -0.078094999999999984 -0.087539999999999993
decision_type=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 -10 -11 -12 -13 -5
right_child=-2 2 -4 13 -6 6 -8 8 9 10 11 12 -14 -15
leaf_value=0.0011131707298416046 -0.0014572279898165056 0.0016807855430694754 -0.0016399762470796977 0.00073616819328475955 -0.0015802793033856568 -0.0020054338766801469 0.0011763187738037463 0.0027208474005656746 -0.0034678340548749162 0.0018986753076602114 0.0012988479606840498 0.00014311488272415117 -0.0033224108022792262 0.0023880638460745552
leaf_weight=0.0019034557804295657 0.001005944115948231 0.0011987013096446111 0.0010580921773677967 0.0010110870434544422 0.0014812912671982462 0.0013966704037085284 0.0015114594131144373 0.001032108895210106 0.0010082119641642859 0.0010203176375451007 0.0013024176923233108 0.001690233754190096 0.0011922416891170943 0.0010001268681495709
leaf_count=490 144 97 102 171 260 428 208 164 97 143 37 773 689 107
internal_value=0 7.79961e-05 -4.5906e-05 6.7714e-05 -0.000165774 1.87945e-05 -0.000177414 -0.000414172 -0.000107435 -0.00057724 -1.73527e-05 -0.000484499 -0.00129029 0.00155761
internal_weight=0 0.0178064 0.015903 0.0148449 0.0128337 0.0113524 0.0101537 0.0086422 0.00724553 0.00621342 0.00520521 0.00418489 0.00288248 0.00201121
internal_count=3910 3766 3276 3174 2896 2636 2539 2331 1903 1739 1642 1499 1462 278
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=15
num_cat=0
split_feature=15 158 156 159 42 42 3 15 42 52 4 16 12 16
split_gain=7.35456e-05 0.000150074 0.0001096 0.000111598 0.000119185 9.3693e-05 0.000119638 0.00027451 0.00026594 0.000137951 0.000118543 0.000208506 0.000115594 7.90379e-05
threshold=-0.24219999999999997 0.084965000000000027 0.088855000000000003 0.073745000000000019 -1.0000000180025095e-35 0.10138000000000001 -0.0026499999999999996 -0.03231499999999999 1.0000000180025095e-35 0.093400000000000011 0.0057500000000000008 -0.094359999999999986 0.090585000000000013 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 -2 6 7 12 -9 10 -8 -12 -6 -1
right_child=1 -3 -4 -5 5 -7 9 8 -10 -11 11 -13 -14 -15
leaf_value=0.0017143354289349637 -0.0010929723249409242 -0.0018221580796281512 -0.001494178898929913 0.001562748467681472 0.0032642053540065737 -0.0011278291170127891 -0.001614192759953301 0.0014203762824612897 -0.0015207621609687591 0.0011360663278144213 -0.0013848448748028333 0.0014628561702274927 0.0010842684024129768 -0.00010706524813625856
leaf_weight=0.001092237889809184 0.0019325180671358822 0.0010754203808514195 0.0010173999056598418 0.0011032758224673598 0.0010235787368797645 0.00110914147480043 0.0016054415625725831 0.0012991417804609773 0.0014719553349310799 0.0013394268357325156 0.0011358990463719021 0.0011732422250929631 0.0011702377919920737 0.0010477881437282724
leaf_count=192 839 346 329 265 322 339 112 111 619 55 93 36 127 125
internal_value=0 -0.00011111 8.52205e-06 0.000114959 -5.49639e-06 0.000180022 0.000321974 0.00084932 -0.000141902 -0.000176356 -0.000625418 6.2032e-05 0.00210137 0.000822551
internal_weight=0 0.0164567 0.0153813 0.0143639 0.0132606 0.0113281 0.0102189 0.00496491 0.0027711 0.00525401 0.00391458 0.00230914 0.00219382 0.00214003
internal_count=3910 3593 3247 2918 2653 1814 1475 1179 730 296 241 129 449 317
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=16
num_cat=0
split_feature=52 1 123 50 484 42 159 16 2 3 150 42 2 2 2
split_gain=7.17257e-05 9.19759e-05 0.000129416 0.000167497 9.7417e-05 0.000159978 0.000108536 0.000125531 0.000157284 0.000138273 0.000209418 0.000132872 0.000176836 0.000124513 0.000195028
threshold=-0.40083499999999994 0.14000500000000002 0.085195000000000007 0.086465000000000014 0.085515000000000022 -1.0000000180025095e-35 0.082325000000000023 -0.0099649999999999982 0.11290500000000002 0.097615000000000021 0.10117000000000001 0.084100000000000022 0.086130000000000012 0.10679500000000001 0.090050000000000005
decision_type=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 9 10 11 12 -7 14 -9
right_child=1 -3 -4 -5 -6 6 -8 13 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0014474819953597515 -0.0023394541517225177 0.0015976499900274012 0.0018248326825060003 -0.0023217365206070887 0.0013663722656242002 0.0029480598992714943 -0.0017801137633180408 0.0019619610503503475 -0.0018343818689418759 0.0021220580182969425 -0.0025241045988184376 -0.0011478878517692576 -0.00029574988685360308 0.0028326687943793574 -0.001484343411068287
leaf_weight=0.0010803005055670658 0.0010405396433305321 0.0012464993448952555 0.0011629261968710411 0.0011216055833709439 0.0015434830699952865 0.00109632066859472 0.0010080010889596128 0.0011951817483632212 0.0015748969043772876 0.0010489562476188041 0.0010064381509302667 0.0011176482290412154 0.0011470048185076021 0.0010080260227776361 0.0010109838765672841
leaf_count=401 716 163 211 628 292 74 261 233 135 60 54 471 76 50 85
internal_value=0 8.63321e-05 -3.08085e-05 -0.000175454 -9.81059e-07 -0.000173209 2.78046e-05 0.000206374 -0.000227929 0.000239173 -0.000213055 0.000478985 0.00128951 0.00115104 0.000382679
internal_weight=0 0.0173285 0.016082 0.0149191 0.0137975 0.012254 0.0112135 0.0102055 0.00699127 0.00541637 0.00436741 0.00336097 0.00224333 0.00321419 0.00220617
internal_count=3910 3509 3346 3135 2507 2215 1499 1238 870 735 675 621 150 368 318
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=16
num_cat=0
split_feature=160 41 52 13 1 42 157 3 0 0 4 13 0 43 0
split_gain=7.04058e-05 9.40624e-05 0.00010498 0.000164529 0.000209274 0.000194967 0.000145255 0.000279652 0.000129496 0.000130728 0.000118738 9.35814e-05 8.33446e-05 7.28973e-05 4.92334e-05
threshold=-0.217635 0.075585000000000013 0.10701500000000001 -0.0038299999999999996 0.099595000000000017 0.085330000000000003 -0.072409999999999988 0.11265500000000002 0.12007500000000002 -0.017269999999999997 0.0057500000000000008 -0.13934999999999997 -0.10575999999999998 -0.016244999999999996 -0.040094999999999992
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 -5 8 9 10 -8 -2 -12 -6 -4
right_child=1 -3 14 6 13 -7 7 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0014686181804023524 -0.00034557492654324439 -0.0014305903245579808 0.0005501395844373265 0.0014192380492066003 0.0033583376953059845 -0.0022254946771324167 -0.0015664892857622931 -0.0033704955135368097 -0.0021754857702178314 0.0019042898253060615 0.0015276285873138248 0.0018603375302922245 -0.00073132438971881906 0.0011867624396455748 0.0023335642920234603
leaf_weight=0.0010315899894735572 0.0012565474731900395 0.0012655599715776225 0.0010590640764708142 0.0011368415958695754 0.0010088836630371134 0.0010000337376038018 0.00164961677709358 0.0011806034053840619 0.0010085599902893705 0.0010490067112718694 0.0011800177238080467 0.0013103872324168814 0.0010119503393140605 0.0010545216790864842 0.0010074200075189657
leaf_count=429 43 197 266 143 231 789 460 91 82 65 70 722 100 182 40
internal_value=0 8.48016e-05 0.000205317 2.41059e-05 0.000784602 -6.22485e-05 -0.000497019 -0.000804725 -0.000291235 9.73442e-05 -0.000396071 0.000780515 0.000484754 0.00224853 0.00141957
internal_weight=0 0.017179 0.0159135 0.013847 0.00563037 0.00356697 0.0082166 0.00707975 0.00589915 0.00489059 0.00384158 0.00256693 0.00219197 0.00206341 0.00206648
internal_count=3910 3481 3284 2978 1967 1554 1011 868 777 695 630 765 170 413 306
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=26
num_cat=0
split_feature=1213 1456 1374 52 52 0 15 157 42 4 42 133 376 52 12 146 160 51 48 47 4 52 49 16 15
split_gain=0.000520329 0.000453289 0.000479058 0.00049732 0.00052932 0.000358879 0.00040495 0.000761147 0.000513041 0.000386239 0.000343298 0.000350071 0.000499033 0.000345588 0.000493177 0.000298014 0.0002167 0.000488698 0.000400114 0.000251598 0.000383383 0.000195288 0.000191543 0.000171394 0.000308959
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 -0.048794999999999991 -0.017269999999999997 -0.053579999999999996 -0.046879999999999998 0.08784500000000002 -0.0040999999999999986 -0.10770999999999999 0.10681500000000001 1.0000000180025095e-35 -0.0066199999999999991 -0.013124999999999998 0.10362 -0.11175999999999998 0.084305000000000019 0.090745000000000006 0.09252500000000001 0.27020000000000005 0.092885000000000009 -0.036809999999999996 -0.057604999999999996 0.094945000000000015
decision_type=2 2 2 2 2 2 2 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 9 -5 -6 12 13 -12 -15 16 -16 18 19 20 21 23 -11 24 -18
right_child=1 2 3 4 10 -7 7 -9 -10 22 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00097206265184660034 -0.00084702974039516045 -0.00084644649873427907 -0.00097338662244923183 -0.00056371876378452158 -0.00089347240354855305 0.0011566435883840797 0.00068609784055288466 -0.0012049163523880789 0.0013900823961091973 0.00094414318467792144 -0.00068899599973394892 -0.00084102591332523794 0.0010801067295978866 -0.00071515763385864679 -0.00030101632292215704 -0.00060988630813227991 -0.00024141231462612294 0.0012837054239001403 -0.00041500318541224887 -0.00034922533515029623 0.0013205972649645156 -8.3342399866883639e-05 8.795943849733671e-05 0.00094264004781368868 0.00091757132573786653
leaf_weight=0.0013510334826081901 0.001412390230249568 0.0013668153599670765 0.0010205811202558248 0.0010253290589949948 0.0010035536501603595 0.0015592803558570623 0.0010613854629184516 0.0010559883572247575 0.0013658351859728857 0.001511486316648547 0.0014993678940763379 0.0010302547168598566 0.0012149728028663367 0.0016303846631512105 0.0014622907545196471 0.0010370215899513377 0.001316345259232435 0.001226397245598144 0.0019340983441237811 0.0010133906818055038 0.001157007990892911 0.0019296986087446455 0.0011398581527883866 0.0015229151748343923 0.0010115820206664239
leaf_count=592 332 68 298 131 100 120 70 135 81 42 189 376 70 159 252 14 252 77 96 37 106 107 86 90 30
internal_value=0 2.67315e-05 6.64182e-05 0.000108388 0.000146845 0.000471068 0.000321763 -0.000256999 0.000564788 0.000258202 5.42142e-06 5.29354e-05 0.000104229 3.34033e-05 0.00010447 0.000202651 0.000269665 0.000344768 0.000228278 0.000384759 0.000491974 0.00032612 0.000576055 0.000531306 0.000262215
internal_weight=0 0.0325082 0.0310958 0.029729 0.0287084 0.00871916 0.00715988 0.00211737 0.00504251 0.00367667 0.0199893 0.0189857 0.0179555 0.0167405 0.0152411 0.0136107 0.0125737 0.0111114 0.00988504 0.00795094 0.00693755 0.00578054 0.00265134 0.00385084 0.00232793
internal_count=3910 3318 2986 2918 2620 665 545 205 340 259 1955 1855 1479 1409 1220 1061 1047 795 718 622 585 479 128 372 282
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=30
num_cat=0
split_feature=1213 1429 1374 160 14 484 51 16 15 159 151 457 158 130 49 376 43 12 1 4 2 0 0 0 3 133 43 2 150
split_gain=0.00055211 0.000570146 0.000532355 0.000465864 0.000444209 0.000396595 0.000461593 0.000525171 0.000474763 0.000322807 0.000322293 0.000620973 0.000434354 0.000365735 0.000502318 0.000481042 0.00050245 0.000403867 0.000382894 0.000345451 0.000582026 0.000377996 0.00029997 0.000462056 0.000194694 0.00016442 0.000131291 6.09847e-05 5.22727e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.40446999999999994 0.077685000000000018 0.085815000000000016 0.013805000000000001 -0.063614999999999991 -0.24219999999999997 0.078065000000000009 0.087190000000000017 -1.0000000180025095e-35 0.085745000000000002 -1.0000000180025095e-35 -0.084934999999999997 0.11605500000000001 -0.18906999999999999 0.10333000000000002 0.11052000000000002 0.17888000000000001 0.10113500000000002 -0.070894999999999986 -0.14136999999999997 -0.23029999999999998 -0.075404999999999986 0.077945 -0.4045149999999999 0.11462500000000002 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -5 -7 11 -10 13 -13 28 16 26 18 19 20 21 25 23 -8 -23 -18 -16 -24 -15
right_child=1 2 3 4 -6 9 7 -9 10 -11 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 24 27 -25 -26 -27 -28 -29 -30
leaf_value=-0.00084671592910620565 -0.0010057280576917745 -0.00077382867124312191 -0.00084333213072121892 0.00088455621751368739 -0.00062167740641644027 0.00016711668590234014 0.00096828979937582682 -0.00020755213002950808 -0.0011624978172263517 0.0011696853302574849 0.00074880472050847813 -0.00064759200643353893 -0.00073621979322600873 -0.00077549882671968263 0.00049430023045187919 -0.0007180396485509218 -0.00032274263165486475 0.00099545599066692839 -0.00054548819819087583 0.00086704752547639809 -0.00090615170073103744 0.0011383467993967519 0.00087132803730563578 -0.00026161143043223556 0.00027581243095875805 0.00038870983340510989 0.0011731789228639547 0.0013670872924159997 -0.00032187628670384824
leaf_weight=0.0015346629570202877 0.0010563456815833585 0.0014972973871074649 0.0010419374856841515 0.001215867028707753 0.0015398774961689057 0.0012442176434035437 0.0013083104067845852 0.0017515007831661591 0.0010148303219586477 0.0013839868832110636 0.0010205949293067276 0.0014048741701128678 0.001562039607403475 0.0010049909519285185 0.0010171711571638209 0.0010456978092179279 0.0019092753822897209 0.0010412866479863345 0.0017439136816519429 0.001299763909051066 0.0010599390120443752 0.0010866794284822845 0.0010005255569454363 0.001189984171389824 0.0010495328302031707 0.0010150052873390547 0.0013558588963382629 0.0010246146419710112 0.0010700499799032315
leaf_count=592 181 68 258 195 94 157 21 143 163 116 68 207 194 40 38 10 313 106 94 69 123 63 130 33 51 248 27 61 47
internal_value=0 2.80847e-05 5.93762e-05 9.67256e-05 0.000126993 0.000164399 0.000114929 0.0004565 1.71371e-05 0.00069506 -3.38092e-05 -7.43933e-05 -1.52356e-05 5.06088e-05 0.000113089 0.000212798 0.000290183 0.000152526 5.67472e-05 0.000198286 5.62648e-05 0.000257846 0.000713624 0.000382465 0.000714579 -7.58005e-05 0.000882186 0.00112216 -0.000541576
internal_weight=0 0.035956 0.0348996 0.0334023 0.0323604 0.0308205 0.0281923 0.00627494 0.0219174 0.0026282 0.0207015 0.0196809 0.0186661 0.017104 0.0156992 0.0136241 0.0125784 0.0102054 0.00916411 0.0074202 0.00612043 0.00506049 0.00452343 0.00249829 0.00213621 0.00292428 0.00237303 0.00202514 0.00207504
internal_count=3910 3318 3137 3069 2811 2717 2444 388 2056 273 1861 1793 1630 1436 1229 1142 1132 1067 961 867 798 675 245 54 114 561 65 191 87
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=15
num_cat=0
split_feature=4 49 52 13 2 0 42 1 3 0 13 2 3 4
split_gain=7.86049e-05 0.000100977 9.36899e-05 0.000108514 0.000120051 9.59531e-05 0.000182778 0.00011267 0.000122399 0.00018992 0.000175418 8.57872e-05 0.00013362 7.24386e-05
threshold=0.27020000000000005 0.10960000000000002 0.11401500000000002 -0.090744999999999978 0.097940000000000013 -0.017269999999999997 -1.0000000180025095e-35 0.11215000000000001 0.090325000000000003 -0.10209999999999998 -0.071149999999999977 -0.13811499999999996 0.11265500000000002 -0.37626499999999991
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 9 -8 -11 -2 -13 -7
right_child=11 -3 -4 5 -6 13 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.00041176919368639823 -0.0004606829795408425 0.0011632635939702266 -0.001256135426840083 -0.0020433101411231561 0.0013818947758119325 -0.00035567468617903438 -0.001685188481950949 -0.0014236568572243602 0.0012224648527803098 -0.00083710672035170516 0.0015535658418580599 0.0021849411285239893 8.0314799890865109e-05 0.0012680948304979998
leaf_weight=0.0012347155730941398 0.0010071870403992045 0.0010639611786721079 0.0015342923154356156 0.0013229939413697571 0.0016979505314758114 0.0010106902086193248 0.0013216413728097138 0.0012520715918425407 0.0012620518070034503 0.0011472378468067607 0.001206251700973905 0.0010899973280318219 0.0012301436211360067 0.0010983146986179842
leaf_count=268 68 250 502 812 114 182 116 107 71 651 291 267 137 74
internal_value=0 -0.000136939 -0.000235132 -0.000110349 0.000626724 -0.000335017 -0.000566618 -0.000250966 4.64293e-05 -0.000357425 0.000388203 0.000606007 0.00106906 0.000489942
internal_weight=0 0.0151522 0.0140882 0.0125539 0.00293267 0.00962125 0.00751225 0.00618925 0.00493718 0.00367513 0.00235349 0.00332733 0.00232014 0.002109
internal_count=3910 3438 3188 2686 382 2304 2048 1236 1129 1058 942 472 404 256
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=14
num_cat=0
split_feature=14 1 4 157 16 39 0 51 3 42 151 13 16
split_gain=7.14811e-05 8.5445e-05 0.00016762 0.000117265 0.000181939 0.000210862 0.000192655 0.000215922 0.000187265 0.000133988 0.000125755 0.000115554 8.89006e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.084009999999999987 -0.073574999999999988 -0.055679999999999993 0.005105000000000001 -0.15713499999999997 0.077145000000000005 -0.074234999999999982 0.060615000000000009 -0.0088999999999999982 0.091035000000000019 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 6 8 10 9 -6 -8 -5 -1 -4
right_child=-2 3 12 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00046110838290690123 -0.0014727892591054126 0.001827222638475281 -0.0023503189102082427 -0.0017674925852478073 -2.5005798886759411e-05 0.00089983194465655158 0.0019520716436118733 0.0035633093209849311 -0.0031867272604356677 -0.0007449821339235921 0.00067103430967914793 0.0018811646645229042 -0.00031110314390376149
leaf_weight=0.0016729458927559598 0.0010036319925690309 0.0015134652272230662 0.0015957563134356397 0.0012017988755919085 0.001049859037720785 0.0014333329990774413 0.0011866897729027048 0.0011951859351689853 0.0014033290743933327 0.001175451116379702 0.0015555139916030589 0.0011322530042534584 0.0012013559713248551
leaf_count=331 147 246 1194 89 272 129 246 168 240 283 107 72 386
internal_value=0 8.14488e-05 -0.000493678 0.000356493 0.000138292 -0.000825551 0.000731517 0.00160222 -0.00183365 0.000609961 -0.000391819 0.000484295 -0.00147448
internal_weight=0 0.0173169 0.00560231 0.0117146 0.0102012 0.00388652 0.00631464 0.00355733 0.00245319 0.00236214 0.00275731 0.0028052 0.00279711
internal_count=3910 3763 1983 1780 1534 641 893 697 512 529 196 403 1580
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=29
num_cat=0
split_feature=1429 1213 14 1374 160 133 1132 123 1374 38 453 0 158 49 3 3 4 15 15 16 1 3 1 3 16 0 43 15
split_gain=0.000675591 0.000637628 0.000516251 0.000518128 0.000553324 0.000499968 0.000407158 0.00041824 0.000407786 0.000423685 0.000536384 0.000527087 0.000445388 0.000468472 0.000546084 0.000427329 0.000665605 0.000442769 0.000577962 0.000347108 0.000337342 0.00032881 0.000225184 0.000505113 0.000412962 0.00020801 0.000230065 0.000114937
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 -0.40446999999999994 0.10681500000000001 -1.0000000180025095e-35 0.088610000000000008 0.086000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.085745000000000002 -0.084934999999999997 -0.0026499999999999996 0.15165000000000003 -0.49837999999999999 -0.10192499999999999 0.084050000000000014 -0.14687999999999998 0.085835000000000009 0.10666500000000002 1.0000000180025095e-35 -0.08348499999999999 0.0015250000000000001 -0.10071499999999999 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 27 13 14 20 16 -15 19 21 -18 -13 22 23 24 -19 -24 -27 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 15 -16 -17 17 18 -20 -21 -22 -23 25 -25 -26 26 -28 -29
leaf_value=-0.0012623177595853488 -0.0009545959200882374 -0.00078993557351555207 -0.00080677852941223938 -0.00094066674945670562 -0.00073674444020487462 -0.00072317981978043365 0.0013800820693361314 0.0011832861418328393 -0.0007517216627352495 -0.00059724112058351245 -0.00076576784789548894 -0.00037224364194127067 -0.00060249541130508177 -0.00074615559054439602 -0.00099245065995505239 0.0013343119577014834 0.00041352329002350169 0.00013780737646051298 -0.00036041778625160742 -0.0005693213456961628 0.00082172937527792331 0.001339140669911272 0.0012849902645993357 -0.00049274304745281373 0.0014634775838650391 0.00096353560925515854 0.00011269162454286566 0.00069171404026331228
leaf_weight=0.001016488729984776 0.0015519856500446618 0.0015002900303784364 0.0015769067341681034 0.0010951474461846624 0.0010267178488870257 0.0014070273120410362 0.0011944835671080511 0.0011130742424270553 0.0010017246691424999 0.0013307220406240097 0.0010849492764397608 0.0010509712720006004 0.0013113036954595916 0.0011884668445070043 0.0012783066491977016 0.0011715365710346362 0.0019232102929060968 0.001239361111034276 0.0013064377134503211 0.0015520818104350223 0.0012248613331315994 0.0017622757345066029 0.0015629850396132738 0.0012275731075230773 0.0010272415767530463 0.0017436814473681395 0.0013460458840144351 0.0011266820676638532
leaf_count=181 592 66 111 243 24 425 22 135 85 71 80 62 227 75 43 82 75 133 342 144 66 24 48 203 83 122 102 44
internal_value=0 1.53416e-05 5.78962e-05 9.82402e-05 0.000139499 0.000177411 0.000219941 0.000254085 0.000216686 0.000253082 0.000297767 0.000345374 0.000271176 0.000326777 -0.000183833 0.00043321 0.000366729 0.000456759 0.000606168 -2.54198e-05 0.000270357 0.000733604 0.000602619 0.000306012 0.000738611 0.00082537 0.000592864 0.00104595
internal_weight=0 0.0369261 0.0353741 0.0337972 0.0322969 0.0312017 0.0297947 0.028768 0.0276549 0.0266532 0.0253225 0.0242375 0.0219163 0.020605 0.00355414 0.0170509 0.0158794 0.0146909 0.0112156 0.00347529 0.00227583 0.00990916 0.00814689 0.00349418 0.0022666 0.00465271 0.00308973 0.00232117
internal_count=3910 3729 3137 3026 2960 2717 2292 2268 2133 2048 1977 1897 1831 1604 171 1433 1351 1276 1057 219 128 715 691 419 216 272 224 66
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=13
num_cat=0
split_feature=4 158 156 159 151 150 12 12 12 43 2 2
split_gain=7.31427e-05 0.000134417 0.000104663 0.000103417 0.000110972 0.000146821 0.000128754 0.000118145 0.000241788 0.000213336 7.8956e-05 7.25027e-05
threshold=0.28937500000000005 0.084965000000000027 0.088855000000000003 0.073745000000000019 -0.051109999999999996 0.087235000000000021 -0.051479999999999991 1.0000000180025095e-35 0.090385000000000007 -0.074254999999999988 -0.13811499999999996 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 11 -9 -10 -2 -8
right_child=10 -3 -4 -5 5 -7 7 8 9 -11 -12 -13
leaf_value=0.0011790772485615686 -0.00046967108498782495 -0.0020371274776654316 -0.0016874690458373186 0.0017089636376533333 -0.0016232982360102884 -0.0019436499746490498 0.00048133709090252572 -0.0024543043582119914 0.00165654062226967 -0.00097877898898958188 0.0013979316366121018 0.0022688091214604533
leaf_weight=0.0018900474188894298 0.0010087032295547083 0.0010486156743658931 0.0010328369105849508 0.0011002468298094712 0.0012536577226069968 0.0013290224469170173 0.0018882293161428497 0.0011425120361211634 0.0019301735568440538 0.0017210146529427865 0.0019993357444176149 0.0010435077525272618
leaf_count=350 68 348 330 266 117 89 113 869 302 655 358 45
internal_value=0 -0.000156258 -1.86349e-05 0.000110977 -3.31577e-05 -0.000255427 -5.54844e-06 0.000256974 -0.000269344 0.000414363 0.000771658 0.00111756
internal_weight=0 0.0153799 0.0143312 0.0132984 0.0121982 0.0103081 0.0089791 0.00772544 0.0047937 0.00365119 0.00300804 0.00293174
internal_count=3910 3484 3136 2806 2540 2190 2101 1984 1826 957 426 158
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=14
num_cat=0
split_feature=484 159 15 15 12 3 49 42 0 12 1 2 2
split_gain=6.45233e-05 6.6715e-05 0.000120033 0.000138608 0.000126785 0.000207723 0.000117289 0.000144809 0.000129624 0.000109615 0.000103996 7.89519e-05 0.000124537
threshold=-0.0043499999999999988 0.073745000000000019 -0.03231499999999999 -0.07142999999999998 0.092365000000000017 -0.0038649999999999999 -0.006494999999999999 0.084100000000000022 -0.083564999999999987 0.051320000000000005 1.0000000180025095e-35 0.113945 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 8 -8 -10 -3 12 -7
right_child=1 10 6 -5 -6 11 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00092076047942172266 0.0019296370498010354 -0.00026801752837596283 -0.0013903333466245107 0.0014792813789813106 -0.0010093345234449124 -0.0006453656561216137 0.0014815713907557909 -0.0014701609140754649 0.00066103543484894562 -0.001125254618032413 0.0014975349715628857 -0.0010948376061296692 0.0013163261601146171
leaf_weight=0.0013100936817954196 0.0012015986490994182 0.0011018342137203143 0.0018367729307261485 0.0015207916237094509 0.0015954138818972258 0.0012396692224002359 0.0011603120211757124 0.0011158614542745443 0.0012396376286774634 0.0012917264154265751 0.001388463722150568 0.0010931272972620129 0.0011475391401525314
leaf_count=612 346 203 206 245 252 102 282 631 64 481 328 105 53
internal_value=0 6.77072e-05 -4.41403e-05 0.000316963 3.53719e-05 0.000391366 -0.000467951 -0.000115545 0.000293907 -0.000250488 0.000716365 -0.000139728 0.000297626
internal_weight=0 0.0169327 0.0144425 0.00779814 0.00627735 0.00468193 0.00664431 0.00480754 0.00369168 0.00253136 0.0024903 0.00348034 0.00238721
internal_count=3910 3298 2767 1103 858 606 1664 1458 827 545 531 260 155
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=23
num_cat=0
split_feature=1213 51 1 45 14 133 13 48 49 47 50 1 12 43 4 4 3 15 1 151 3 12
split_gain=0.000459606 0.000342184 0.000451389 0.000521398 0.00034387 0.000361346 0.000357559 0.000302126 0.000280256 0.000278106 0.000258577 0.000328588 0.000315584 0.00021189 0.000223956 0.000209117 0.000356785 0.000357527 0.000326556 0.000253477 0.000175241 4.46782e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.08179500000000002 0.077685000000000018 0.10681500000000001 -0.45122499999999993 0.12675000000000003 0.10513500000000002 0.09252500000000001 0.086465000000000014 0.11235500000000002 0.099370000000000014 -0.18906999999999999 -0.37626499999999991 -0.060264999999999992 0.099570000000000006 -0.033649999999999992 0.093720000000000012 -0.0074049999999999993 -0.075679999999999983 0.078515000000000015
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 -3 8 9 10 11 12 13 -8 -15 21 17 18 19 -17 -11 -16
right_child=1 2 -4 -5 -6 -7 7 -9 -10 20 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00085080963269030998 -0.00072582040099805883 0.0007829977463437455 0.00075467104386161155 -0.00096002560865686936 -0.00069062011145919297 -0.00069444029432746924 0.00072783803036446763 -0.00062831765604127467 0.00073700525671637114 -7.3961626969268199e-06 -0.00042199373938094228 0.00076996587723191727 -0.00056698273475356393 -0.00046337550558910842 0.00077022884952277729 0.00023769653572988233 0.00081708966158482361 -0.00061172417830896548 0.00074351088627060678 -0.00058718685079690565 -0.00079256738333080459 0.00036972620021379397
leaf_weight=0.00118226614001704 0.0011022299500763602 0.001454546098205607 0.0016298969626615803 0.0010045348025471404 0.0011253989000395972 0.0010623312895266654 0.0012193939762710224 0.0010798011941268717 0.0012860616041365227 0.0010989913624320502 0.0014138929679734522 0.001647409745594298 0.0011520394360137196 0.0010978104064189803 0.0010629919990310334 0.0017300665376858183 0.0010386457259414783 0.0015864270788900261 0.0012429088887195849 0.001181667261394701 0.0010453402584920104 0.0010372223588817203
leaf_count=592 133 51 156 61 103 428 52 62 164 117 378 223 127 151 41 74 42 257 103 206 76 313
internal_value=0 2.3506e-05 5.50332e-05 8.61664e-06 4.99118e-05 8.70546e-05 0.000125894 7.79146e-05 0.00011839 7.30703e-05 0.000137528 0.000194049 0.00011722 0.000187616 0.000121594 0.000193913 7.66549e-05 -5.73008e-05 0.000154403 -9.70654e-05 -0.000390159 0.000572435
internal_weight=0 0.0272996 0.0261974 0.0245675 0.0235629 0.0224375 0.0213752 0.0199207 0.0188409 0.0175548 0.0154105 0.0139966 0.0123492 0.0111971 0.00997774 0.00887993 0.00677972 0.00574107 0.00415464 0.00291173 0.00214433 0.00210021
internal_count=3910 3318 3185 3029 2968 2865 2437 2386 2324 2160 1967 1589 1366 1239 1187 1036 682 640 383 280 193 354
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=28
num_cat=0
split_feature=1213 1374 1456 453 0 48 31 1 133 4 42 474 13 43 159 4 49 47 47 43 0 48 2 13 4 1 16
split_gain=0.000500493 0.00051935 0.00044824 0.000525518 0.000615619 0.000420546 0.000405052 0.00035542 0.00044283 0.000462681 0.000414518 0.000312892 0.000595279 0.00031285 0.000304905 0.000558673 0.00045435 0.000596229 0.000300463 0.000299299 0.000588867 0.000211968 0.000211377 0.000138155 0.000103022 9.28632e-05 4.77745e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.086665000000000006 -1.0000000180025095e-35 0.11327500000000001 0.10681500000000001 -0.076854999999999993 0.088345000000000021 0.085070000000000021 -0.021089999999999994 0.0050750000000000005 -0.11345499999999999 0.42353500000000005 -0.029304999999999998 0.11069000000000002 0.13177500000000003 -0.083254999999999982 -0.071339999999999987 0.083775000000000002 0.091250000000000012 -0.0019849999999999994 -0.39075499999999991 0.091655000000000014 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 13 11 12 22 19 -9 16 -16 -18 -19 23 -21 26 -11 -8 -15 -12 -14
right_child=1 2 3 -5 6 -7 7 14 -10 10 25 -13 21 24 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00075957350333004739 -0.00071681457878807625 -0.00062726842968616062 0.0012402031525987375 -0.0007641356092239612 0.00075077000063995141 0.0002433711892763245 0.00068489704785125449 -0.00039349305490004742 -0.00085473002365715528 -0.00043906329675436143 -2.0271771389912954e-05 0.00029764639312145243 -0.00074483737713147106 0.00088356439588690571 0.00080566184431816188 0.0011591267214787937 -0.00060069749335850138 0.00084679736833712419 -1.1311571114070392e-05 0.00034724142865416254 -0.00099996149658355222 -0.00029166032944814445 0.00030092035167027427 8.8525926966272767e-05 0.00035633165070318002 0.00048957472976936852 -0.0010897266701684896
leaf_weight=0.0013742593181103316 0.00146837503228081 0.0014820840956259176 0.0012337460739053575 0.0011258502426079167 0.0013035832245373849 0.0015190312005159967 0.0010166243023546073 0.0010348595573930197 0.0010934117270184332 0.0010134389786498575 0.0010242040892319282 0.0010431014003993988 0.0010440285981320394 0.0010945798699140141 0.001434339704267984 0.0011333228820135793 0.0017137904242490176 0.0011505663939033184 0.0015282104350262671 0.001046885848084933 0.001040808938618013 0.0010659479750737139 0.0016034232095691325 0.0016215312645004865 0.001309326813188974 0.0013092989983185532 0.001695030598933854
leaf_count=592 68 332 50 91 110 32 56 29 395 234 227 128 90 17 108 179 71 36 38 195 166 118 106 65 98 116 163
internal_value=0 2.10794e-05 5.42333e-05 8.66076e-05 0.000118457 0.000690134 6.08552e-05 2.62866e-05 -7.24516e-05 -2.19234e-05 -0.000200786 -0.000346637 -0.000451287 0.000223888 0.000248851 0.000344356 0.000185885 -1.64959e-05 0.000357256 3.44031e-05 -0.000324399 -0.000771522 1.4345e-05 0.00031834 0.000596399 0.000265797 -0.000958268
internal_weight=0 0.0341494 0.032681 0.0311989 0.0300731 0.00275278 0.0273203 0.0260167 0.0180216 0.0169282 0.00979847 0.00746497 0.00642187 0.00712976 0.00799509 0.00696023 0.00582691 0.00439257 0.00267878 0.00472585 0.00208769 0.00380501 0.00261686 0.00263816 0.00240391 0.0023335 0.00273906
internal_count=3910 3318 3250 2918 2827 82 2745 2635 2174 1779 1182 839 711 597 461 432 253 145 74 482 361 371 340 121 115 343 253
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=26
num_cat=0
split_feature=1213 1456 1374 453 0 31 1 11 3 52 47 49 13 2 2 3 2 2 49 49 1 0 2 43 48
split_gain=0.000643977 0.000518452 0.000469122 0.00045814 0.000540671 0.000470294 0.000408229 0.000483514 0.000504243 0.000382294 0.000440421 0.000432333 0.000273491 0.000422935 0.000257482 0.000619403 0.000319936 0.000252694 0.000235944 0.000227461 0.000223922 0.000260307 0.000204567 0.00026881 0.000187465
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.11368000000000002 0.080455000000000013 -0.115685 0.11401500000000002 0.083670000000000008 -0.088729999999999989 0.025140000000000006 0.10836000000000003 0.10393500000000001 0.10666500000000002 0.11290500000000002 0.096540000000000015 -0.029304999999999998 0.11115500000000002 0.13501500000000002 -0.10783 0.088975000000000012 -0.083254999999999982 0.08740500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 24 -6 7 8 12 10 11 -10 -7 -14 15 17 -16 22 -8 20 21 -20 23 -13 -4
right_child=1 2 3 -5 5 6 18 -9 9 -11 -12 14 13 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00089975212804368457 -0.00075802498501927051 -0.00071687134768000653 0.0011442179236141211 -0.0007723222793191019 0.00089328646543448736 0.00096836090040765331 0.00077903933713959687 -0.00072962144133127227 -0.00071639212445130369 -0.00082299227953525045 -0.000678345938132839 0.00061154093741195626 -0.00025000400724449457 0.00082678530005370315 -0.00076669794865361811 0.0011353368777299718 0.00026016687884434099 0.00061368329814281736 -0.00017543349807999753 0.00067976828173967182 -0.00029373240915995657 0.00067316565166595545 -0.000590478685200703 -0.00024782141811633502 0.00039257198494295243
leaf_weight=0.0013829378473331619 0.0014257221016884527 0.0013093874349747727 0.0010484357803086609 0.0010342357009758265 0.0011472642220103904 0.0011083275050793795 0.0014087456888485228 0.0017843487858970599 0.0011091555339022294 0.0012617483424034468 0.0016764668710620581 0.0010826039227567058 0.001564843575774244 0.0010690244638240642 0.0010194301969129183 0.0012316002352505961 0.001096625327117462 0.0011920263464674785 0.0011281062408048381 0.0012299174506841121 0.0019751960441065225 0.0014237954047364712 0.0010116546153564887 0.0015287985520889107 0.001286966296518699
leaf_count=592 332 68 52 91 110 47 106 173 79 316 170 187 75 20 98 26 133 118 38 69 128 109 230 513 30
internal_value=0 1.9859e-05 5.59505e-05 9.03471e-05 0.000121779 6.72502e-05 2.91944e-05 -7.81929e-05 -5.32718e-06 -0.000135206 -5.59416e-05 5.65963e-05 0.000418444 0.000187039 0.00016163 0.00030027 -0.000234535 8.66763e-05 0.000294999 0.000176554 3.98409e-05 0.00029803 -8.67149e-05 0.000108443 0.00073001
internal_weight=0 0.0321544 0.0307287 0.0294193 0.0283851 0.0260497 0.0249024 0.0177367 0.0159523 0.0122101 0.0109484 0.00927189 0.0037422 0.00263387 0.00816274 0.00604668 0.00211606 0.00481508 0.00716576 0.00575702 0.0045271 0.0025519 0.00362306 0.0026114 0.0023354
internal_count=3910 3318 2986 2918 2827 2745 2635 2185 2012 1870 1554 1384 142 95 1305 1074 231 1048 450 344 275 147 930 700 82
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=16
num_cat=0
split_feature=52 39 42 43 15 52 52 150 4 52 12 16 43 15 4
split_gain=6.95449e-05 8.60652e-05 0.000119422 0.000175611 0.00010244 9.73716e-05 0.000151932 0.000167462 0.000145966 0.000143632 0.000217175 9.90697e-05 8.16983e-05 7.61747e-05 4.57453e-05
threshold=-0.40083499999999994 0.085060000000000011 0.085775000000000004 -0.15109999999999998 0.084050000000000014 -0.081429999999999989 -0.0066199999999999991 0.081245000000000026 -0.0031049999999999997 0.11401500000000002 0.082640000000000005 -0.057604999999999996 -0.075819999999999985 -0.03231499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 14 9 -2 10 11 -8 -5 -3 -7
right_child=1 13 3 12 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.001108236156902392 9.2580060286943038e-05 0.0016825655947898886 0.00062712352897860077 -0.0025115362786945505 -0.0010752874941636252 -0.0016872990480287415 -0.0013989586339918476 0.0019499808307433906 0.0023666129344987442 -0.0012057519543688486 0.0018741655082808743 0.00054058637123167205 -0.00069969691319487441 8.1823902199576216e-05 -0.00033333813773009358
leaf_weight=0.0011143431507031195 0.0013158858984635285 0.0011896622236302543 0.0010899635618148995 0.001063130870436968 0.0012756897735898181 0.0010363205386346832 0.0010481425546924189 0.0011891246585771786 0.0010543236597318493 0.0013735719500643506 0.0014711897221418267 0.0011402073798207893 0.0010029552724748559 0.001279501049746278 0.0010335393465999987
leaf_count=401 208 318 75 369 647 213 109 92 86 168 267 70 744 79 64
internal_value=0 6.49164e-05 -6.40146e-05 -0.000851797 0.000144252 0.000290163 5.75015e-05 0.00041302 0.00110412 4.98973e-05 0.000521193 -0.000388387 -0.001632 0.000853074 -0.00101123
internal_weight=0 0.0175632 0.015094 0.00315605 0.011938 0.0106623 0.0082921 0.00622224 0.00237021 0.00503311 0.00365954 0.00218835 0.00206609 0.00246916 0.00206986
internal_count=3910 3509 3112 1188 1924 1277 983 706 294 614 446 179 1113 397 277
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=15
num_cat=0
split_feature=14 48 11 2 150 1 1 13 1 3 3 39 12 0
split_gain=7.08353e-05 7.49798e-05 0.00014383 9.48438e-05 0.000175287 0.000114357 0.000142488 0.000103868 0.000123405 0.000165341 9.96986e-05 0.000214011 9.12172e-05 5.21837e-05
threshold=0.056865000000000006 -0.064549999999999982 0.079700000000000007 0.097940000000000013 0.090480000000000019 1.0000000180025095e-35 0.088135000000000005 -0.089899999999999994 0.10521500000000002 0.12566000000000002 -0.074234999999999982 0.005105000000000001 0.085325000000000012 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 12 -7 13 -9 -10 -8 -12 -3 -5
right_child=-2 2 -4 7 -6 6 10 8 9 -11 11 -13 -14 -15
leaf_value=0.0012414842999841347 -0.0012800778668708183 0.00011444662000284021 -0.001646046230769505 0.0021427748069826969 -0.0021619763629447016 0.0020141540336755903 0.0011165082773824328 -0.00077282073572706989 0.0021449479051445907 -0.00056255861261277215 -0.0016772717798159416 0.0010968377354972506 -0.0017997450516329234 0.00061593878826030285
leaf_weight=0.0012300643885629894 0.0010011356971812149 0.0011919571861211606 0.0012233199024596067 0.0011775328909149896 0.001003551334548769 0.0011014902241456292 0.0013518190487507853 0.0020017808567533027 0.0012078577796466178 0.0010031389902636079 0.0016138315916501833 0.0011623052772593845 0.0012280143509207329 0.0010106816642137528
leaf_count=194 144 393 187 169 166 197 384 494 185 53 213 141 955 35
internal_value=0 6.8039e-05 -2.06375e-05 0.000111447 -0.00022506 2.90502e-05 0.000439036 0.000566343 0.000113808 0.00091654 1.87365e-05 -0.000515815 -0.00085691 0.00143757
internal_weight=0 0.0175073 0.0162773 0.015054 0.00865297 0.00764942 0.00522945 0.00640099 0.00421278 0.002211 0.00412796 0.00277614 0.00241997 0.00218821
internal_count=3910 3766 3572 3385 2449 2283 935 936 732 238 738 354 1348 204
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=15
num_cat=0
split_feature=4 158 49 0 159 133 52 51 0 48 52 2 1 2
split_gain=7.07773e-05 0.000103781 9.66388e-05 0.00011023 0.000105568 0.000117931 0.000276857 0.000128565 0.000131524 0.000142408 0.0002192 0.000102479 6.48028e-05 3.75186e-05
threshold=0.28937500000000005 0.084965000000000027 0.10960000000000002 -0.15713499999999997 0.073745000000000019 -0.0023199999999999996 0.11401500000000002 -1.0000000180025095e-35 -0.10575999999999998 0.086065000000000016 0.083750000000000005 0.092450000000000018 0.11235500000000002 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 7 -7 -9 10 13 -1 -2 -10
right_child=12 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00012114162070931881 -0.00014689749266899235 -0.0015069401713234593 0.0013020388230585282 -0.0015201584405155296 0.0011634548181934129 -0.0009446977655591832 -0.0020663938423755145 0.0019869700299335238 -0.0016287999907165463 0.001831418258554154 0.0011376096896152893 -0.0021058826323851255 0.001207181650911388 -0.00042105735999434316
leaf_weight=0.00112420975883848 0.0012689544586104154 0.0010557363710420814 0.0010505350280457107 0.0011130763931379824 0.0015245833118408278 0.0012630428316716203 0.0011065936433748286 0.0012225235091143129 0.0011232528046507739 0.0010159532085484702 0.0016937728264327379 0.0010372108884020292 0.0017350011032894776 0.0010157119827526873
leaf_count=98 107 348 224 781 317 378 382 92 303 171 202 45 319 143
internal_value=0 -0.00012917 -2.73846e-05 -0.000132869 5.06618e-05 -0.000126914 5.68102e-05 0.000377159 0.000652156 0.000315603 -8.61981e-05 -0.00107357 0.000635181 -0.00105529
internal_weight=0 0.0153462 0.0142905 0.0132399 0.0110785 0.00955393 0.00844085 0.00733426 0.00607121 0.00484869 0.00383274 0.00216142 0.00300396 0.00213896
internal_count=3910 3484 3136 2912 2769 2452 1671 1289 911 819 648 143 426 446
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=26
num_cat=0
split_feature=1213 51 1 44 47 2 133 484 14 42 12 457 1 160 0 0 2 160 4 1 13 4 3 52 48
split_gain=0.00051296 0.000475432 0.000524988 0.000788486 0.000430837 0.000465628 0.00038609 0.00043622 0.00045198 0.00030585 0.000387013 0.000342316 0.000308936 0.000391261 0.000292687 0.000366165 0.000427906 0.000395289 0.000411827 0.000309133 0.000337702 0.000279143 0.000516889 0.000235626 0.000196694
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11896000000000002 0.114165 0.10599500000000002 -0.067754999999999996 0.077685000000000018 -0.097204999999999986 0.10641500000000001 -0.0034949999999999994 0.11097000000000001 -0.091109999999999983 -0.13506999999999997 -0.074514999999999984 0.10113500000000002 1.0000000180025095e-35 -0.23071499999999998 0.095575000000000007 -0.083514999999999992 0.055260000000000011 0.11818000000000002 -0.066329999999999986 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -9 11 -11 13 -13 23 19 17 18 -17 20 -16 -7 -23 24 -15
right_child=1 2 -4 -5 -6 21 -8 8 -10 10 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00074936592940640437 -0.00069658966725629997 -0.00071354476857131985 0.00069081563316720942 -0.00097286986429282157 -0.00074782746018960101 0.00081304475367931098 -0.00072895822161183645 -0.00052741520196867924 -0.0006968987839329221 -0.0005265809408116969 0.00080290907900677202 -0.00048526906949063187 -0.00032545381968856731 0.00065222928623117195 5.7162748977008722e-05 0.0002806294668880224 -0.00015974522390260193 -9.8314006567376289e-05 0.0011839040136126205 0.00042096168386938758 -0.00076301416001898028 0.00063065120944154004 -0.00047259937953809868 0.00086710916630903319 -0.00010527575263372367
leaf_weight=0.0013855360848402656 0.0013652413808118427 0.0011138250918230333 0.0018770576229102795 0.0012041261710109543 0.0010024591288599885 0.0018749720667383665 0.001039743850813706 0.0010555654143382517 0.001088987525807771 0.0012106306876483721 0.0013472369125831626 0.0011435568222647454 0.0018317191214487485 0.0010422731502974791 0.0016758220261571203 0.0013824273080942362 0.0017379009545095414 0.0010227871056127658 0.0017921141714734258 0.0011950581798796378 0.0014458894479354124 0.0016449682269789045 0.0010927964967784032 0.0019348825392251244 0.0010783186141907208
leaf_count=592 133 326 156 62 84 148 391 123 77 156 84 230 124 35 203 64 114 53 51 36 374 156 42 67 29
internal_value=0 2.23943e-05 5.22887e-05 1.35733e-05 5.34942e-05 8.14333e-05 1.22602e-05 4.56243e-05 8.40858e-05 0.000124786 0.000159485 0.000112611 0.000157386 0.000214627 0.000270567 0.00015871 0.000359121 0.000573957 0.000790552 -0.000116839 -0.00032272 0.000443421 0.000190282 0.000553335 0.000267039
internal_weight=0 0.0342004 0.0328351 0.0309581 0.0297539 0.0287515 0.0241387 0.023099 0.0219852 0.0208962 0.0198406 0.0184934 0.0172827 0.015451 0.0143075 0.010252 0.00593523 0.00419733 0.00317454 0.00431677 0.00312171 0.00461274 0.00273776 0.00405547 0.00212059
internal_count=3910 3318 3185 3029 2967 2883 2537 2146 1820 1743 1620 1536 1380 1256 1026 895 282 168 115 613 577 346 198 131 64
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=27
num_cat=0
split_feature=1213 1429 1374 1375 4 483 133 14 3 48 0 0 132 457 2 0 2 151 49 43 43 42 3 2 15 43
split_gain=0.00055714 0.000542183 0.000571636 0.000492404 0.00044265 0.000404033 0.000463794 0.000383875 0.000388845 0.000385294 0.000380913 0.000616583 0.00062039 0.000552391 0.00042838 0.000453594 0.000255041 0.000231396 0.00055633 0.000350275 0.000508159 0.000439464 0.000405209 0.000223857 0.000197457 0.000170379
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.088184999999999986 0.50657000000000008 0.088030000000000011 0.10681500000000001 -0.13131999999999996 0.16699000000000003 0.11930500000000001 -0.10575999999999998 -0.089879999999999974 0.080815000000000012 -1.0000000180025095e-35 0.10113500000000002 0.076335000000000014 0.10066500000000002 -0.084874999999999992 -0.029304999999999998 0.0050750000000000005 -0.074254999999999988 -0.089024999999999979 -0.075679999999999983 0.083795000000000022 -0.042544999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 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 13 25 14 -9 17 -16 23 -13 -19 20 21 -20 -23 24 -15 -12
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 11 12 -14 16 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.000928884065298726 -0.0010443568904127507 -0.00083964197989444816 0.0010544550821678718 -0.00067764377509766521 0.00098329195963100255 -0.00072122012333428968 -0.00080898121924504146 -0.00054190299614340022 0.00080377227485671661 -0.00063083831432301802 -0.0011659274553729928 -0.00042140321348044924 0.0011834698275004895 0.00021845391805170973 -0.0012468068892663988 -6.3642828123097728e-06 0.0010514845270186272 0.0011625382950455336 -0.00064180856808475513 0.00065545417835024969 -0.00074804652854505108 -1.0082683822930443e-05 0.0010541989939932752 8.9394240190494188e-06 0.0010721656852471432 -0.0003203139877199434
leaf_weight=0.0014295655405533172 0.0010322343678473836 0.0015304991998865694 0.0011274485801824321 0.0013328258788583005 0.0010967362837468317 0.001532720634677436 0.0012935365861788664 0.0011147254806562756 0.0018142276028310081 0.0015316914654308613 0.0010405319828480156 0.0012815936775696377 0.0011228100271868388 0.0010760520849260047 0.00106802822751459 0.0016671213801906504 0.0018781337277673504 0.0012772285241120515 0.0010209990152753052 0.0019289711110381802 0.0017424126607705403 0.0017200730831418085 0.0014609849430915539 0.0018716553412786441 0.0013474646734783378 0.0010644198875589565
leaf_count=592 181 68 58 53 204 269 412 48 101 88 200 122 82 20 181 56 123 66 64 111 284 205 61 120 36 105
internal_value=0 1.70682e-05 4.84234e-05 8.91024e-05 5.53905e-05 2.27608e-05 6.12129e-05 0.000100901 0.000139291 9.14816e-05 0.000138197 1.25457e-05 0.000123149 0.000420863 3.27331e-05 -0.000490735 0.000594711 0.000169977 0.000252803 0.000105225 -7.33229e-05 0.000206456 0.000478717 0.000394979 0.000693114 -0.000738323
internal_weight=0 0.0359751 0.0349429 0.0334124 0.0322849 0.0311882 0.0296555 0.028362 0.0270291 0.0252149 0.0236832 0.0163952 0.0142902 0.00728803 0.0131674 0.00273515 0.00617331 0.0104323 0.00915067 0.00787344 0.00594447 0.00420206 0.00318106 0.00429517 0.00242352 0.00210495
internal_count=3910 3318 3137 3069 3011 2807 2538 2126 2073 1972 1884 1537 1232 347 1150 237 299 913 791 725 614 330 266 176 56 305
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=14
num_cat=0
split_feature=1 0 2 43 39 48 4 47 16 3 4 2 124
split_gain=7.24689e-05 0.000176158 0.000157729 0.000116634 0.000123692 0.000148619 0.000200721 0.00021296 0.000148446 0.000149181 0.000113524 0.000137873 7.2127e-05
threshold=0.085835000000000009 -0.070894999999999986 0.087005000000000013 -0.24333999999999997 0.005105000000000001 0.12675000000000003 -0.034289999999999994 0.09252500000000001 -0.10808 0.090325000000000003 -0.49837999999999999 0.10113500000000002 -0.083229999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5 8 -8 -10 -3 -12 -6
right_child=3 10 -4 4 12 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.00016645684938638059 -0.0015600542413880107 -0.0012993749883425793 -0.0031434428440087463 -0.0019777610517096433 0.00066592084169705024 -0.0019510074517932966 0.0027141690690418909 -0.0012020776485160321 -0.00067641797465581896 0.0019137692615428972 0.0019775351005943283 -0.00063433330930879348 0.0029390177733867582
leaf_weight=0.0012167100580795084 0.0011297233055550535 0.0012073830051169132 0.0013616451831970564 0.0010588828300463777 0.001000456931778082 0.0010583556716996512 0.0019569359565714695 0.0014415451391154854 0.0016105028974335266 0.0016006942616766384 0.0017409841024038641 0.001256144354367536 0.0010155754019412497
leaf_count=713 63 75 1075 554 154 79 199 157 200 108 87 250 196
internal_value=0 -0.000502086 -0.00173862 0.000276442 0.000469567 0.00015968 0.000450981 0.00084007 0.00140969 0.00061472 0.000256201 0.000882859 0.00181099
internal_weight=0 0.00678287 0.00257836 0.0118727 0.0107429 0.00872692 0.00766856 0.00660968 0.00516813 0.0032112 0.00420451 0.00299713 0.00201603
internal_count=3910 2200 1788 1710 1647 1297 1218 664 507 308 412 337 350
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=16
num_cat=0
split_feature=14 1 0 15 0 457 147 11 2 3 14 457 2 47 12
split_gain=7.03729e-05 7.29093e-05 0.000153534 0.000135468 0.000108618 0.000107869 0.000111473 0.000166393 0.000121237 0.000492496 0.000127725 0.000150288 7.10507e-05 0.000148778 2.66724e-05
threshold=0.056865000000000006 0.077800000000000022 -0.084074999999999997 0.024640000000000006 0.18055000000000002 -0.0034949999999999994 1.0000000180025095e-35 0.080455000000000013 1.0000000180025095e-35 0.076695000000000013 -1.0000000180025095e-35 0.084670000000000009 -1.0000000180025095e-35 0.10783500000000001 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 -3 7 8 12 -10 -11 -12 -7 -14 -4
right_child=-2 5 3 -5 -6 6 -8 -9 9 10 11 -13 13 -15 -16
leaf_value=-0.0017479944469220379 -0.0012706338431999428 -0.0012129282828454357 -0.0016436442230671271 0.0015749298847460614 0.00085735215644821129 0.00092633007963687961 0.0019752574021968516 -0.0015718247459571664 0.0039628260094723951 -0.0011413978737995171 0.0017632980851356851 -0.00067663052231746663 -0.0020025730400323573 0.00037757385679105252 -0.00054298307566008727
leaf_weight=0.0014886895012590756 0.0010088489965435479 0.00105134555586578 0.0010164313691705127 0.0011067101682182279 0.0010714406102394491 0.0010287318929399518 0.0010396470908397579 0.001053867712176527 0.0010729285300796476 0.0012103532035898923 0.001555006747529411 0.0010128942553797593 0.0010836860427495794 0.0015517957993091969 0.0011292507018960535
leaf_count=993 144 127 175 569 27 202 151 165 220 87 170 41 497 115 227
internal_value=0 6.82803e-05 -0.000382699 8.73709e-05 -0.000424359 0.000293089 0.000442335 0.000275792 0.000504454 0.00101561 0.000178678 0.000800882 -0.000172287 -0.000601121 -0.00106438
internal_weight=0 0.0174728 0.00581252 0.00432383 0.00321712 0.0116603 0.0106089 0.00956926 0.0085154 0.00485118 0.00377825 0.0025679 0.00366421 0.00263548 0.00214568
internal_count=3910 3766 1991 998 429 1775 1648 1497 1332 518 298 211 814 612 402
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=14
num_cat=0
split_feature=475 42 1 160 43 3 42 0 1 0 43 4 42
split_gain=6.6925e-05 0.000109347 0.000196217 0.000142493 0.000131255 0.000197623 0.000129216 9.90503e-05 0.000166609 0.000206828 0.000186431 0.000106423 8.40681e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11395500000000001 -0.11175999999999998 -0.044024999999999988 -0.078669999999999976 0.060615000000000009 -0.16443499999999997 0.095575000000000007 -0.071924999999999989 0.0033500000000000005 0.0057500000000000008 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 12 7 11 10 -10 -9 -6 -5
right_child=1 3 -4 4 6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00098795969985583697 -0.0025790362258491075 -0.0017491031245115793 0.00077565335931734157 0.0012508929782990195 -0.001960219954722414 0.0026078196080588753 -0.0015847674641719523 -0.0019613223855181731 0.0035884961182663889 0.00014711471620282589 0.0010803631894658356 0.00033087938729111114 -0.0010539440264089657
leaf_weight=0.0019776073171443196 0.0012210469824092988 0.0010092919292691857 0.0010308588048748568 0.0010001392345406895 0.0010118855407114102 0.0019434982907698848 0.0012789402075997491 0.0010584691125830065 0.0011969122013977262 0.0010519423817771101 0.0016578119816195169 0.0018173295357106767 0.0010296580503333375
leaf_count=621 929 378 65 190 60 397 633 86 101 108 43 111 188
internal_value=0 0.000114985 -0.00104335 0.000300564 0.000459127 0.00131733 8.3309e-05 0.000357016 0.000838831 0.00197873 -0.000104908 -0.000488546 8.17152e-05
internal_weight=0 0.0163078 0.00225191 0.0140559 0.0130466 0.0039733 0.00907329 0.00779435 0.00496514 0.00224885 0.00271628 0.00282922 0.0020298
internal_count=3910 3289 994 2295 1917 775 1142 509 338 209 129 171 378
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=16
num_cat=0
split_feature=3 1 2 2 0 0 47 52 0 16 0 160 16 0 49
split_gain=6.95549e-05 9.16208e-05 0.000193021 0.000337002 0.000100916 0.000214143 0.000116144 0.000121743 8.80772e-05 8.48047e-05 0.000162195 5.5673e-05 4.67331e-05 4.30939e-05 3.78832e-05
threshold=-0.15464999999999998 0.085990000000000011 0.10393500000000001 0.097940000000000013 -0.017269999999999997 -0.053834999999999994 0.086425000000000016 -0.074484999999999982 -0.10783 0.064860000000000015 -0.090439999999999979 -0.083654999999999993 -0.0021449999999999998 -0.15517999999999996 -0.056909999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 9 5 6 7 14 -8 10 -2 -9 -1 -13 -3
right_child=1 4 -4 -5 -6 -7 8 11 -10 -11 -12 13 -14 -15 -16
leaf_value=0.00014883471992509318 -0.0022119368155212663 0.00050188481749867961 -0.0029588950643668031 0.0026228270509396721 0.0019539647185426736 -0.0026150536829939596 -0.0018979036120580512 0.00032546223212521401 0.00024924328611367996 -0.0026457407762283851 0.0012494134075399053 0.0012331135646741526 0.0019964107450971052 0.0028579507091274566 -0.001161123435401294
leaf_weight=0.0010460994946337732 0.0010308799804120989 0.0010145094023659984 0.0011974371360378294 0.0011729768525330364 0.0010954684448653282 0.001054194156447392 0.0012564530749372693 0.001004056310802361 0.0016733202159226693 0.0010551500636402505 0.0010035204163093151 0.0012365578916373899 0.0010114693157787782 0.0012161035569229171 0.0010440255554746997
leaf_count=110 421 94 343 139 165 123 93 144 197 173 1055 102 149 491 111
internal_value=0 -0.000139798 -0.000784741 -0.000173974 0.000192574 -1.05535e-05 0.000314567 0.000838418 -0.000671575 -0.00123581 -0.000504537 0.0015411 0.00105707 0.00203876 -0.000341542
internal_weight=0 0.0160547 0.00545996 0.00426253 0.0105947 0.00949922 0.00844503 0.00551525 0.00292977 0.00308955 0.0020344 0.00345672 0.00205757 0.00245266 0.00205853
internal_count=3910 3651 2131 1788 1520 1355 1232 942 290 1649 1476 737 259 593 205
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=14
num_cat=0
split_feature=484 150 15 15 0 48 48 13 0 43 43 52 16
split_gain=7.33721e-05 7.67831e-05 8.69876e-05 9.03414e-05 0.000108937 0.000199962 0.000130885 9.50864e-05 9.01636e-05 0.000123054 0.000187216 0.000156632 9.66505e-05
threshold=-0.0043499999999999988 0.12187000000000002 -0.26361999999999991 -0.11739999999999999 -0.10575999999999998 0.086285000000000014 0.092930000000000013 -0.015744999999999999 -0.066689999999999985 -0.074254999999999988 0.088185000000000013 -0.0088249999999999978 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 -5 12 11 -11 -10 -6
right_child=1 -3 3 4 6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.001153495380224251 0.0014778092147713011 -0.0012328611283885711 -0.0011020717345232365 0.00048933284543158171 -0.00017529514064414841 -0.00073840966364395932 0.0015513179451596163 0.0024511484136178763 0.0019797210555185371 -0.0022703699734662095 0.00044323013808164857 -0.00054014901751674659 -0.0020574317171295352
leaf_weight=0.0012996880628150477 0.0011965531701691396 0.0010444923307161283 0.0014972023209695135 0.0010174467350440031 0.0014748461092448633 0.0012650255446251535 0.0010677966353166432 0.0016171704026406433 0.0014058492075036955 0.0011034093043890188 0.0015392041632392439 0.0011205673508797309 0.0012954986594436863
leaf_count=612 271 90 257 127 1015 99 153 137 118 284 55 65 627
internal_value=0 8.68591e-05 0.000175217 6.70099e-05 0.000202624 0.000904618 -0.000101303 0.00169353 -0.00032357 6.86764e-05 -0.000689819 0.000862057 -0.00105544
internal_weight=0 0.0166451 0.0156006 0.014404 0.0129068 0.00389964 0.00900717 0.00263462 0.00793937 0.00516903 0.00264261 0.00252642 0.00277034
internal_count=3910 3298 3208 2937 2680 363 2317 264 2164 522 339 183 1642
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=29
num_cat=0
split_feature=1213 1429 14 151 1374 133 38 480 1456 457 457 150 133 49 1 3 15 52 52 43 43 1 12 1 1 47 0 133
split_gain=0.000624191 0.00063082 0.000485395 0.000451649 0.00042349 0.000454553 0.000457245 0.00046821 0.000404143 0.000410621 0.000724943 0.000396802 0.00034379 0.000545916 0.000524009 0.000491063 0.00032977 0.000292075 0.000328802 0.000292262 0.000362672 0.000470121 0.000265239 0.000229131 0.000455478 0.000170391 0.000145558 0.000157828
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 -0.094679999999999986 0.10681500000000001 0.084445000000000006 0.086640000000000009 -1.0000000180025095e-35 -0.0034949999999999994 -0.11700999999999999 0.095565000000000011 -0.24354499999999998 -0.084934999999999997 0.099595000000000017 0.16699000000000003 0.084050000000000014 0.084890000000000007 -0.40083499999999994 0.0067750000000000006 -0.18906999999999999 0.10113500000000002 0.092365000000000017 0.094890000000000016 0.087720000000000006 0.093315000000000023 -0.11524 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 10 -10 12 -11 14 -14 16 17 18 -15 20 -19 -22 23 24 26 -25 -20 -28
right_child=1 2 -4 4 5 -7 -8 -9 9 11 -12 -13 13 15 -16 -17 -18 19 22 -21 21 -23 -24 25 -26 -27 27 -29
leaf_value=-0.00091579523160583147 -0.0010434307242015663 -0.00085390046578474909 -0.00070368492110050684 -0.00061140406278942499 -0.00044780473865063111 -0.00063549653399191789 -0.00060301786242486651 -0.00064894424171019758 0.00061245321706250024 -0.00050103460168381413 -0.00098743311083021807 0.0010065605572102633 -0.00068927770521927194 -0.00014912845586702487 0.0005084409917392584 0.0012983719571476411 -0.00031657775923563125 0.00068352759219291609 0.0012786343077143109 0.00076381544000185672 -0.00084476439092410712 0.00035607298264416426 0.00019730278191470405 0.0014268130273542953 -0.00016184281386908184 0.00067614183523918977 0.0002734203041717142 0.0010318851550763935
leaf_weight=0.001512750001801704 0.0011031075260237158 0.0010038821314291005 0.0016484996374206409 0.0015454170012594295 0.0015176432121506147 0.0014192087273045819 0.0014078272560542606 0.0011833974112067233 0.0010578480132821255 0.001008561584160946 0.0012732717713943012 0.0018257499245075684 0.0018295545736304311 0.0011250933175018735 0.0012573726497624449 0.0012890538870182202 0.0012689810338311061 0.001018491605135452 0.0011622172574563437 0.00121640067104134 0.0015125894479902655 0.0011871053009466781 0.0019160905777697579 0.0015847227028314981 0.001178576922756136 0.0010100659643128701 0.0011107156994428673 0.0011282853268805848
leaf_count=592 181 83 111 53 252 444 77 177 52 195 182 151 66 109 67 91 288 30 27 15 110 49 100 157 70 21 108 52
internal_value=0 2.03699e-05 5.3253e-05 8.99123e-05 0.000118594 0.000154421 0.000191703 0.000230739 0.000268623 0.000310505 -0.000261414 0.000366926 0.000313367 0.000352865 -0.000201421 0.000449488 0.000382843 0.000441426 0.000579259 0.000156079 -4.27409e-05 -0.000316734 0.000669407 0.00079549 0.000603359 0.0011346 0.000868513 0.000655629
internal_weight=0 0.0367897 0.0356866 0.0340381 0.0330342 0.0314888 0.0300696 0.0286618 0.0274784 0.0259607 0.00233112 0.0236296 0.0218039 0.0207953 0.00308693 0.0177084 0.0164193 0.0151504 0.0102158 0.00493459 0.00371819 0.00269969 0.00909067 0.00717458 0.0045798 0.00259479 0.00340122 0.002239
internal_count=3910 3318 3137 3026 2943 2890 2446 2369 2192 1940 234 1706 1555 1360 133 1227 1136 848 644 204 189 159 535 435 257 178 187 160
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=26
num_cat=0
split_feature=1213 14 160 133 484 0 42 457 48 47 3 4 52 13 0 42 157 43 16 3 3 43 457 16 0
split_gain=0.000521978 0.000354944 0.00037809 0.000342467 0.000366929 0.000405578 0.000372736 0.000413241 0.000302077 0.000320834 0.000288145 0.000301271 0.000295437 0.000271812 0.000404949 0.000350541 0.000458899 0.000269852 0.000265885 0.000258102 0.000255185 0.000233665 0.000225785 0.000177875 5.29379e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 0.10681500000000001 -0.083374999999999991 -0.017269999999999997 -0.11403999999999999 -0.0034949999999999994 0.12675000000000003 0.077735000000000012 0.10666500000000002 -0.48072499999999996 0.091715000000000005 -0.10241499999999999 -0.23029999999999998 0.091145000000000018 -0.077534999999999979 0.083940000000000015 -0.08286499999999998 -0.074234999999999982 -0.0026499999999999996 -0.075819999999999985 0.085130000000000025 -0.17157499999999998 -0.11524
decision_type=2 2 2 2 2 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 13 11 -7 17 24 22 16 -16 -13 -18 21 -20 -11 -15 -21 -9
right_child=1 -3 3 -5 5 10 7 8 -10 19 -12 12 -14 14 15 -17 18 -19 20 23 -22 -23 -24 -25 -26
leaf_value=-0.00087701012064585974 -0.00080904346533255391 -0.00066797262937302881 -0.00066864709761573881 -0.00064819454651950418 -0.00066661409912895239 -0.00028395553185433224 -0.00057646933794855458 0.00058862749712999406 -0.00043493203986498221 -0.00018216548054357423 0.0011384212790039284 0.0012311462065689263 -0.00010863175816444958 0.0012594898029819105 0.00073215764397309272 0.00071508324426397193 0.00016549044279669063 0.00028414491052425057 -0.00018396695873683144 1.9898065331820837e-05 -0.0010536678665147405 0.00076825234438386624 0.00036138199223751711 -0.0007532179224493473 0.0010451454748134437
leaf_weight=0.0013917163504235655 0.0010083672032866189 0.0014711664725315923 0.0011704724354907733 0.0012576852350300446 0.0013651594331162966 0.0012180135645323276 0.0016556197823109344 0.0010083630360746554 0.0015371886936605952 0.0011005858891603992 0.0011040975848963797 0.0013685255267897383 0.0010141141283810384 0.0010542014445604686 0.0011450730799637274 0.0014318431860110836 0.0017058422265042372 0.0011132321200193473 0.0016418455107165475 0.0010989712216679173 0.0011850981905166171 0.0010139185903040304 0.0012461026336154646 0.0013565657224689628 0.0010660797999404422
leaf_count=592 258 112 288 432 107 137 184 82 61 107 49 114 29 15 133 216 297 16 348 44 37 36 46 83 87
internal_value=0 1.69401e-05 5.0677e-05 8.07171e-05 0.000113931 0.000148588 5.45866e-05 0.000105739 0.000169945 0.000227861 0.000481623 0.000327786 0.000540926 0.000355233 0.000252061 8.3522e-05 -7.57452e-05 0.000806354 -0.000279838 -9.22236e-05 -0.000548559 0.000273566 0.000772974 -0.000407211 0.000823237
internal_weight=0 0.0313381 0.029867 0.0288586 0.0276009 0.0264304 0.0206125 0.0192473 0.0175917 0.0160545 0.00581798 0.00471389 0.00349587 0.0114844 0.00941001 0.0071097 0.00567786 0.00248176 0.00453279 0.00457004 0.00282694 0.0021145 0.0023003 0.00245554 0.00207444
internal_count=3910 3318 3206 2948 2516 2228 1883 1776 1592 1531 345 296 159 1261 1092 1031 815 130 682 270 385 143 61 127 169
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=15
num_cat=0
split_feature=52 1 123 50 151 12 4 43 52 1 1 2 3 1
split_gain=7.19428e-05 9.37674e-05 0.000125255 0.000206468 9.48759e-05 0.000114782 0.000187001 0.000145344 0.000158643 9.17429e-05 7.9756e-05 0.000170939 7.46981e-05 4.92732e-05
threshold=-0.40083499999999994 0.14000500000000002 0.085195000000000007 0.086465000000000014 -0.084019999999999984 0.11655500000000001 0.24280000000000004 -0.083684999999999996 0.092885000000000009 0.10937500000000001 0.094385000000000011 0.087995000000000004 -0.10140999999999999 0.097265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 6 7 12 10 -8 11 -9 -6 -2
right_child=1 -3 -4 -5 5 -7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.001396700309916965 -0.00022690326060931059 0.0015837207943651039 0.0017403023496845125 -0.0024758670945108654 0.00017566576625608024 -0.0014118316322888052 0.00063167749045090285 -0.0020852175690139123 -0.0022781424187061179 0.0028571134039245367 0.0010229600163599579 0.00051912247974545518 0.002211458123758604 -0.0019686904566299877
leaf_weight=0.0010772796205934373 0.0010010857708202545 0.0011924536624364481 0.0011435585059923195 0.0011040105576693758 0.0010839512639248539 0.0012066402288869191 0.0010878893384818076 0.0012721744484026588 0.0011687334229282878 0.0012009365358111868 0.0015826125656406287 0.0019935638136570552 0.0011389405448274945 0.0010007587608874546
leaf_count=401 206 163 211 628 123 94 129 563 404 122 131 338 299 98
internal_value=0 8.21114e-05 -2.99072e-05 -0.000166306 1.9304e-05 0.000209836 0.000395685 5.7869e-06 -0.000442315 0.00179935 2.25366e-07 -0.000495403 0.00121874 -0.00109765
internal_weight=0 0.0171773 0.0159849 0.0148413 0.0137373 0.0117354 0.0105288 0.00823998 0.00601708 0.00228883 0.00484835 0.00326574 0.00222289 0.00200184
internal_count=3910 3509 3346 3135 2507 2203 2109 1858 1436 251 1032 901 422 304
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=15
num_cat=0
split_feature=3 484 42 1 43 3 16 16 42 49 48 12 0 16
split_gain=6.52937e-05 8.16573e-05 7.17438e-05 0.000100676 9.02397e-05 0.000223901 0.000165082 0.000135324 0.0001147 7.25459e-05 0.00013536 0.000112695 0.000171562 3.76147e-05
threshold=-0.15464999999999998 0.088645000000000015 -1.0000000180025095e-35 0.10915500000000002 -0.044024999999999988 -0.075954999999999981 0.15737500000000001 -0.014099999999999998 0.088465000000000002 -0.029304999999999998 0.086065000000000016 0.083175000000000013 -0.13506999999999997 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 5 8 7 9 -4 10 -6 12 -11 -1
right_child=1 -3 4 -5 6 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0001693151526890323 -0.0018602419031066395 -0.0014093973729831994 0.00078927914940812459 0.0002152719023569488 0.0016842345506945045 0.0019991637157439658 -0.0018293307248974191 0.0013986307134553862 -0.0014179247602487384 -0.0010436278972240892 -0.00067496487048306292 -0.0018361132067167196 0.0014871051276927744 0.0014754870421295023
leaf_weight=0.001056928155823561 0.00109578260473961 0.0010523290574290375 0.0011080250414840925 0.0010873961188040404 0.0011056290186548532 0.0017807344104984043 0.0011850947035970949 0.0015219330117522707 0.001091399674643001 0.0016008350869899379 0.0011678600828630703 0.0012117159063556593 0.0010268353916706987 0.001003945778154657
leaf_count=110 922 307 411 79 78 437 135 205 255 137 68 524 93 149
internal_value=0 -0.000108162 -1.67709e-05 -0.000826471 0.000121332 0.000725347 -0.000151243 0.000109235 -0.000305981 -0.000211789 0.000472346 -0.000616898 -5.46735e-05 0.000805611
internal_weight=0 0.0160356 0.0149832 0.00218318 0.0128001 0.00398016 0.0088199 0.00763481 0.00219942 0.00611288 0.00227349 0.00383939 0.00262767 0.00206087
internal_count=3910 3651 3344 1001 2343 1103 1240 1105 666 900 146 754 230 259
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=13
num_cat=0
split_feature=484 3 160 157 133 2 2 48 16 4 3 13
split_gain=6.57726e-05 6.59786e-05 9.73253e-05 0.000116094 0.000177251 0.000157656 0.000274389 0.000173096 0.000104764 0.000110327 0.000164475 8.47797e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.082234999999999989 -0.06588999999999999 -0.0023199999999999996 0.10571000000000001 0.098195000000000018 0.092755000000000018 -0.114825 0.0057500000000000008 -0.013944999999999997 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -7 11 10 -10 -6
right_child=1 2 3 4 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0012595694867231283 0.0011131171993551531 -0.0012722551120859019 0.0019819257717557525 -0.0022521829208710245 0.0024507212367393355 -0.0019728666289108763 0.0033032060585415786 0.00074792131719681593 0.00027169650355749961 0.0008473363411012298 -0.0025932816143611941 9.3292905099716164e-05
leaf_weight=0.0012922861967555105 0.0018763176138771294 0.0018586011194861992 0.0010499529916396808 0.0010801348328811121 0.0010281097095561223 0.0019169378214485139 0.0011151503624693415 0.0013148903907759593 0.0014734133424612892 0.0017100948617418676 0.0012232196287946823 0.0010073868444646639
leaf_count=612 227 596 213 801 130 296 110 122 608 79 93 23
internal_value=0 9.29581e-05 -3.65693e-05 0.000141199 -2.16298e-05 0.000201677 0.000658212 -0.000865896 0.000200363 -0.000300179 -0.00102789 0.00128401
internal_weight=0 0.0166542 0.0147779 0.0129193 0.0118693 0.0107892 0.00755737 0.00323183 0.00644222 0.00440673 0.00269663 0.0020355
internal_count=3910 3298 3071 2475 2262 1461 1043 418 933 780 701 153
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=25
num_cat=0
split_feature=1213 480 31 133 1374 1456 14 47 47 13 0 1 1 3 1 42 39 49 16 16 16 2 13 150
split_gain=0.000450734 0.000350568 0.000369647 0.00034361 0.000303653 0.000319209 0.000307877 0.00032733 0.000589798 0.000447123 0.000339206 0.000306708 0.000468418 0.00026107 0.000447258 0.000234604 0.000398501 0.000308276 0.00024274 0.000318895 0.0002028 0.000151068 0.000126236 9.19651e-06
threshold=-1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 0.086425000000000016 0.096770000000000009 -0.26418499999999995 -0.23029999999999998 0.11235500000000002 0.10723500000000001 -0.074234999999999982 0.13702500000000004 -0.089024999999999979 0.005105000000000001 -0.088329999999999978 0.0015250000000000001 -0.073459999999999984 0.16388500000000003 0.113945 -0.083924999999999986 0.087515000000000023
decision_type=2 2 2 2 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 -9 -7 23 12 15 -10 -15 -12 17 -17 19 22 -20 -13 -19 -11
right_child=1 -3 3 -5 5 6 -8 8 13 10 11 21 -14 14 -16 16 -18 18 20 -21 -22 -23 -24 -25
leaf_value=-0.0008922865275196168 0.00089653661075801108 -0.00081436388898778445 -0.00065166318342286113 -0.00077457249023184715 -0.00059536927433459779 0.0009090481054918547 -0.00060664394369207839 -0.0010811601065836452 0.00050759995462731368 0.00063336918083329891 -0.00055800834709393381 0.0009847261282298716 -0.00089813821903916575 -0.00077272995531297314 0.00042607405114786066 -0.00060591888946763127 0.00096006409039603544 0.00061737996420797327 0.0010158596310651637 -0.00059108103806993861 0.00016710486258574324 0.00020059694342325024 -4.2491320372925553e-05 0.00083046414419234236
leaf_weight=0.001206776144756074 0.0010453450499304231 0.0010414182895086962 0.0012563122101312265 0.0011252018477048977 0.0013943953582760257 0.0019909355353295811 0.0011712042648479018 0.0011389135776910799 0.001876168498812808 0.0010098309823547346 0.0010492641626034674 0.0010637906094804741 0.0011283114489262233 0.0013892723125445983 0.0012593637754639841 0.0012712566749781854 0.0011761100613778552 0.0011790457488761721 0.0010715362135801376 0.0014335625854996637 0.0013507648479553214 0.0010229935498509563 0.0012870770759460907 0.0010001704865274519
leaf_count=592 111 240 63 411 295 128 76 82 134 26 179 62 63 83 30 85 98 116 109 269 200 158 260 40
internal_value=0 1.59805e-05 4.61203e-05 1.39639e-05 4.742e-05 8.21836e-05 0.000121764 0.000159349 -0.000144067 0.00026023 0.000174363 8.84525e-05 -9.1247e-06 9.18035e-05 -0.000202727 9.30367e-05 0.000170935 4.87077e-05 0.000180343 -4.46503e-05 0.000542563 0.000600326 0.000272991 0.000731443
internal_weight=0 0.0297322 0.0286908 0.0276455 0.0265203 0.025264 0.0238696 0.0226984 0.00566372 0.0170346 0.0150437 0.0130337 0.0109469 0.0045248 0.00264864 0.00981862 0.00876935 0.00759324 0.00632199 0.00389969 0.0024223 0.00208678 0.00246612 0.00201
internal_count=3910 3318 3078 2967 2556 2493 2198 2122 329 1793 1665 1599 1379 247 113 1316 1137 1039 954 645 309 220 376 66
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=27
num_cat=0
split_feature=51 1 47 47 31 47 133 13 2 14 1 484 484 123 42 15 160 1374 0 151 15 4 16 0 12 15
split_gain=0.000564472 0.000594061 0.000787 0.000418608 0.000407111 0.000407701 0.000420807 0.000498768 0.000408403 0.000400046 0.000409736 0.000451285 0.000624045 0.000412824 0.000412691 0.000350908 0.000332919 0.00034736 0.000686281 0.000365668 0.000327867 0.000571298 0.000428798 0.000317481 0.000303282 0.00023271
threshold=-0.40274499999999996 0.14000500000000002 0.11939500000000002 0.11069000000000002 -1.0000000180025095e-35 0.086425000000000016 0.10681500000000001 -0.45122499999999993 0.091985000000000011 0.077685000000000018 0.11235500000000002 0.088180000000000022 0.085515000000000022 0.083745000000000014 -0.015514999999999999 -0.024209999999999999 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -0.083559999999999982 -0.03231499999999999 -0.060264999999999992 -0.25582999999999995 -0.14136999999999997 0.084100000000000022 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 10 11 12 13 14 -9 -3 25 -18 -19 -20 -21 24 -23 -12 -22 -16
right_child=1 15 -4 -5 5 8 -8 9 -10 -11 23 -13 -14 -15 16 -17 17 18 19 20 21 22 -24 -25 -26 -27
leaf_value=-0.00092863260950337343 0.000849846179427424 0.0013846125370617194 -0.0011344466480094463 0.00096249959311819195 0.00088595367019913781 -0.0010336836596514564 -0.00085988564190342409 -0.0010178696388229603 6.6718163942952876e-05 -0.00078611159837672711 3.9988037045829109e-05 -0.00093357998185705619 0.0011048042530001792 0.0007633398815061345 -5.2525645483760527e-05 0.00017117025969936469 -0.00070389918364122106 0.0010343284591803445 -0.0008592298533112012 0.0006557301840739182 0.0006920378598105826 -3.3408387373040548e-05 -0.0013222153047987579 0.00097235474896244321 -0.00016193071510374449 -0.0010106171825821587
leaf_weight=0.0014320954820105083 0.0011694033140616225 0.0010709009642027381 0.0013559333142314492 0.0010114566511516534 0.0015070018774707662 0.0017282606206341358 0.0011555639138132725 0.0010451023492318448 0.0013088613681466743 0.0013347575852881146 0.0015062408534773919 0.0011536194015159254 0.0011088397383964823 0.001275880041028187 0.0010335984123042152 0.0010348028710893678 0.0011998056226829599 0.0016035687177975337 0.0010206782560384688 0.0017358745846533996 0.0019222472268185442 0.0011681564023433566 0.0011134522622700278 0.0017359992865334786 0.0017585162692830836 0.001221358474403242
leaf_count=145 86 127 100 59 43 197 477 525 61 95 48 198 75 93 149 30 24 47 86 173 77 30 100 183 429 253
internal_value=0 2.36148e-05 -2.64311e-05 2.23191e-05 -9.5848e-06 -4.46795e-05 1.63922e-05 5.78161e-05 -0.000559461 3.40767e-06 5.21888e-05 -3.38117e-05 2.65117e-05 -4.77606e-05 -0.000117579 0.000788292 -4.92851e-05 5.29064e-05 0.000140871 -2.34515e-05 8.73609e-05 -7.81132e-05 -0.000662362 0.000539207 0.000284047 -0.000571459
internal_weight=0 0.0342799 0.0321742 0.0308182 0.0298068 0.0286374 0.0256003 0.0244447 0.00303712 0.0229377 0.0216029 0.0183607 0.0172071 0.0160982 0.0148224 0.0021057 0.0137773 0.0115223 0.0103225 0.00871893 0.00769825 0.00596237 0.00228161 0.00324224 0.00368076 0.00225496
internal_count=3910 3765 3608 3508 3449 3363 3105 2628 258 2585 2490 2259 2061 1986 1893 157 1368 966 942 895 809 636 130 231 506 402
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=26
num_cat=0
split_feature=3 1213 1374 133 14 47 457 484 52 13 15 3 1 474 42 1 0 15 0 13 15 0 1 43 16
split_gain=0.000542311 0.000419767 0.000378909 0.000380469 0.000387838 0.000386757 0.000399926 0.000569719 0.000372913 0.000592101 0.000573708 0.000334393 0.000369944 0.000319218 0.000438426 0.000289108 0.000287419 0.000380312 0.00033509 0.000232377 0.000241405 0.000223962 0.000170357 0.000153672 0.000113317
threshold=0.31335500000000011 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.087850000000000025 0.092385000000000009 -0.0043499999999999988 0.11588000000000002 -0.090744999999999978 -0.035939999999999993 -0.10628499999999998 0.13084000000000004 0.085165000000000018 0.089470000000000008 0.11198000000000001 -0.017269999999999997 0.035895000000000003 0.15480500000000005 -0.026374999999999999 -0.07142999999999998 -0.062649999999999983 0.10264000000000002 -0.11652999999999998 -0.27337499999999998
decision_type=2 2 2 2 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 -4 9 21 -10 -7 15 14 16 22 17 19 -18 -11 -21 24 -13 -16 -9
right_child=-2 2 3 -5 -6 11 -8 8 10 13 -12 12 -14 -15 23 -17 18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00086250278971206366 0.00082687563794901385 -0.00078967670516140508 -0.00075626494384905987 -0.0007534437397341315 -0.00069654772443054208 0.00049371331264936409 0.00091769358697751208 0.00079289484977126707 0.00027572886814490594 -0.00064040599471022774 -0.0011139992584181851 -0.00069602865424363421 0.00010781758702384415 0.00074458820279068108 0.00096050277616152677 -0.0012313411253035782 0.00084244958397795919 -0.00089077339404398546 -0.00024460627954422785 -0.00019017435763512481 0.00064021651773482722 0.0011712563633824423 8.053069779745189e-05 0.00019239375341550743 0.00014950219344760232
leaf_weight=0.0013104132974966062 0.0014342788548096777 0.0013088489687724794 0.0014271133202723154 0.0013232201114341804 0.0014249332716370624 0.0010887432537636244 0.0013450458877013452 0.0010958887831205577 0.0013797594422902959 0.0010922985976839486 0.0010806693111329304 0.0013472623965653093 0.0020711166481345161 0.0013956820334777307 0.0011095621951806578 0.0011748136218692196 0.0011359521186757402 0.0016316938002006731 0.0011788917409489841 0.0018620970305494814 0.0011586324604023765 0.0015524900970644824 0.00100715121829964 0.0010197360735577374 0.0011388017281488416
leaf_count=592 148 67 365 454 100 39 87 42 152 136 154 191 40 164 43 86 140 297 31 186 87 29 42 136 102
internal_value=0 -7.0485e-05 -3.73795e-05 -4.60345e-06 2.99e-05 6.78263e-05 0.000164704 0.000112116 0.000181612 0.000264249 -0.000334667 -0.000230584 -0.000371392 0.000103968 1.62153e-05 -0.000652614 -0.000136076 -0.000307296 0.000288839 -7.5823e-05 0.000128331 0.00075453 -0.000363839 0.00059265 0.000465021
internal_weight=0 0.0326608 0.0313504 0.0300416 0.0287183 0.0272934 0.0206043 0.0192593 0.0178322 0.0153717 0.00246043 0.00668909 0.00560034 0.0115845 0.0101889 0.00352923 0.00805957 0.00574472 0.00231484 0.00411303 0.00302073 0.00378718 0.00235441 0.0021293 0.00223469
internal_count=3910 3762 3170 3103 2649 2549 2151 2064 1699 1393 306 398 359 1220 1056 319 877 706 171 409 273 173 233 179 144
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=14
num_cat=0
split_feature=52 52 51 42 50 47 151 151 49 1 151 16 48
split_gain=7.42911e-05 0.000112005 0.000109821 0.00010704 0.000112708 0.00011126 0.000108522 0.000151007 9.79499e-05 0.000108427 0.00010395 9.41872e-05 6.03285e-05
threshold=-0.27466499999999994 -0.14859499999999998 -0.084249999999999978 -1.0000000180025095e-35 0.09660500000000001 0.08593000000000002 -0.084129999999999996 -0.024429999999999997 -0.0019649999999999997 0.097070000000000004 0.085710000000000022 0.0054700000000000009 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8 10 11 -9 -10 -7
right_child=1 2 3 4 -6 12 7 8 9 -11 -12 -13 -14
leaf_value=-0.0011038592239212411 0.0017156730404681998 -0.0012870363704526201 -0.001301364095388176 -0.00061577161303175837 -0.0013574502819687598 -0.0015793095361705731 0.0027017275790969459 -0.0011831239193474247 -0.00017279895108028917 0.0023971686980969764 0.00098871708931791728 0.0014370467651096438 0.00018257461411614551
leaf_weight=0.0014938746920721826 0.0010447404419195441 0.0016110541821096466 0.0012605627218363344 0.0015540235143952667 0.0010377749728081457 0.0010068094573148492 0.0010270408684798817 0.0013576638055792234 0.0019977732539429461 0.0011430796072041671 0.0010113145531245038 0.0018325943500251962 0.0010381199906910905
leaf_count=425 170 336 882 165 333 58 139 111 714 248 74 132 123
internal_value=0 8.91819e-05 -1.78392e-05 0.000125483 0.000263773 0.000404349 0.000628806 0.000859896 0.000602265 0.00101106 -0.000255967 0.000597413 -0.000684879
internal_weight=0 0.0169226 0.0158778 0.0142668 0.0130062 0.0119684 0.00992349 0.00836947 0.00734243 0.00497345 0.00236898 0.00383037 0.00204493
internal_count=3910 3485 3315 2979 2097 1764 1583 1418 1279 1094 185 846 181
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=27
num_cat=0
split_feature=1213 1456 453 31 133 1374 0 475 38 3 51 124 3 15 3 2 52 13 4 2 42 3 12 2 48 51
split_gain=0.00055825 0.000392432 0.00042 0.000353843 0.000411438 0.000359495 0.000473028 0.000344942 0.000316202 0.000597662 0.000392341 0.0003286 0.000262185 0.000481713 0.00051887 0.000416309 0.00034952 0.000307867 0.000289322 0.000227866 0.000468167 0.000299087 0.000154487 0.000118959 7.60744e-05 3.24012e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -0.23029999999999998 -0.08459499999999999 1.0000000180025095e-35 0.16699000000000003 0.13881000000000002 -0.048219999999999992 -0.074234999999999982 -0.017214999999999998 0.10666500000000002 0.10648500000000001 0.093400000000000011 0.17936000000000002 -0.15796999999999997 0.092340000000000019 0.090240000000000015 -0.14218999999999996 0.092365000000000017 0.08400500000000001 0.091555000000000011 -0.023134999999999996
decision_type=2 2 2 2 2 2 2 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 24 -8 9 10 11 -9 16 15 -15 25 17 19 -18 20 21 -13 -21 -23 -7 -14
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 12 13 14 -16 -17 18 -19 -20 22 -22 23 -24 -25 -26 -27
leaf_value=-0.00089573862859955639 -0.00068829436048267918 0.00081761705360225282 -0.00079273630268037213 -0.00060271857424595333 -0.00074332826836106809 0.00096245026598772989 -0.00066760130771487158 0.00078657475440020589 -0.00059432886421769944 0.00091605959175579074 -0.00067713921535504759 0.0005746450514573715 -0.00070660819364844868 -0.00026967544999968604 0.00086915158945696889 0.00014838912522289455 0.0002265812204451811 -0.00032176195382758554 -0.00077601127301713251 0.0011297273984212039 0.00093427281975158735 -0.00063570081450470229 0.0004368880853887903 1.0832114017149843e-05 0.00046351099872485871 -0.001047372408381754
leaf_weight=0.0012503167934007483 0.0013471451515672103 0.0011474404307792998 0.0010220799422866458 0.0012924445653794683 0.0011223298730106404 0.0011333787901670533 0.0011017377850933907 0.001260987179263171 0.0011104337465923644 0.0016637203966896599 0.0011799315127708479 0.0010182817344546076 0.0010039440419373769 0.0016044045695147334 0.0013219187584070369 0.001107652901194911 0.0010277440619574918 0.0011018275020120427 0.0010583784316365872 0.0011747269585136166 0.0013261093090956022 0.0010453929833957876 0.0011574578102182542 0.0010171767697032402 0.0010822052570702567 0.0010180866776754172
leaf_count=592 332 111 91 63 431 58 227 132 82 127 100 41 32 153 25 105 18 51 210 77 106 193 152 273 24 104
internal_value=0 2.18963e-05 5.47738e-05 8.56247e-05 5.44361e-05 8.91291e-05 0.000125603 6.66722e-05 0.000104835 0.000143484 7.37191e-05 0.000125097 7.29095e-05 -0.000147798 0.000244771 -0.000514859 0.000207552 0.00033782 -0.000282076 0.000445659 0.000265616 -2.21979e-05 0.000785873 -0.000316857 0.000718743 -0.000878182
internal_weight=0 0.0304469 0.0290998 0.0280777 0.0269303 0.0258079 0.0245155 0.0222999 0.0211982 0.0200877 0.018424 0.0172441 0.0159831 0.00605601 0.00292632 0.00312968 0.0099271 0.00784097 0.00208612 0.00673915 0.00440696 0.00308085 0.00233218 0.00206257 0.00221558 0.00202203
internal_count=3910 3318 2986 2895 2784 2353 2290 2208 1981 1899 1772 1672 1540 419 178 241 1121 893 228 842 613 507 229 466 82 136
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=26
num_cat=0
split_feature=51 31 133 376 1 47 14 50 42 1 1374 47 47 1 49 151 42 160 3 4 474 0 16 4 4
split_gain=0.000471025 0.000515346 0.000544538 0.000434465 0.000580901 0.00080755 0.000534642 0.000343017 0.000444065 0.000437761 0.000335441 0.000370179 0.00101395 0.00062032 0.000428175 0.000578564 0.000401833 0.000367166 0.000350615 0.000414317 0.000379511 0.000426122 0.000349201 0.0003376 0.000323413
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.10681500000000001 0.088415000000000007 0.14000500000000002 0.11896000000000002 0.077685000000000018 0.10625000000000001 -1.0000000180025095e-35 0.081005000000000008 -0.094679999999999986 0.086425000000000016 0.097435000000000008 0.12200500000000002 -0.091004999999999989 0.079335000000000017 0.091955000000000023 0.031805000000000007 0.13772500000000001 -1.0000000180025095e-35 0.087115000000000012 0.047345000000000005 -1.0000000180025095e-35 0.0057500000000000008 0.28937500000000005
decision_type=2 2 2 2 2 2 2 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 -3 -10 13 -13 14 15 -12 17 18 19 20 21 22 -16 -19 -21
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 11 12 -14 -15 16 -17 -18 23 -20 24 -22 -23 -24 -25 -26
leaf_value=-0.0007531158559915159 0.00083710638862208525 -0.0011308891281450785 -0.0008354687649566768 0.000758138522800905 0.00080413429167105761 -0.0011090554312902427 -0.00082305039553586575 -0.00067651150420545622 -0.00050762802713747053 2.1089928111086769e-07 -0.0011308362898023599 -0.001099250454767164 0.00039548279266358359 0.001117062141097162 0.00027624289474886121 0.00030941339189756705 -0.0003403785873719993 0.00033504997934118304 0.00087837015496153087 -0.00082443332518110975 -0.00043545271632684443 -0.00029769535765680012 0.0010937362067707057 0.0011750144663898086 0.00011054429273995308
leaf_weight=0.0014795619881646785 0.001351537290774695 0.0010457393438538373 0.0013897588743912439 0.0014006678022665522 0.0015171528394178476 0.0012487905218154785 0.0013710515002756099 0.0011630063843344049 0.001406960737583062 0.0015220054742529632 0.0010044818407561875 0.0014306891398838664 0.0019328009316705308 0.0013686547631052695 0.0019505939467604951 0.001016698935853988 0.0018167664486073995 0.0019534605079754028 0.001210335257948004 0.0012757111465990876 0.0010335396828962118 0.0010453384833510881 0.0018390310043754354 0.0015583188435037698 0.001412024079418539
leaf_count=145 112 549 522 44 111 83 98 292 56 159 56 74 122 94 381 57 256 162 38 138 74 105 78 33 71
internal_value=0 2.20715e-05 -1.04096e-05 2.48456e-05 -8.15557e-06 -4.97812e-05 -3.13302e-06 3.85235e-05 7.07268e-05 -0.000460441 0.000129376 0.000170396 -0.000240315 0.000245129 0.000175407 -0.000406359 0.000253303 0.000334532 0.000200324 0.00010441 0.000304848 0.000463098 0.000672956 0.000707776 -0.000333235
internal_weight=0 0.0352651 0.0339136 0.0325238 0.0311232 0.029606 0.0283572 0.0269862 0.0258232 0.00256774 0.0232554 0.0218484 0.00336349 0.018485 0.0171163 0.00202118 0.0150951 0.0132784 0.00976657 0.00855624 0.0058685 0.00483496 0.00378962 0.00351178 0.00268774
internal_count=3910 3765 3653 3131 3087 2976 2893 2795 2503 708 1795 1739 196 1543 1449 113 1336 1080 885 847 638 564 459 195 209
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=26
num_cat=0
split_feature=1429 1213 1374 133 480 1456 484 38 13 475 16 150 3 1 43 1 42 159 49 0 0 3 15 43 15
split_gain=0.000568805 0.000487911 0.000383768 0.000341953 0.000364222 0.000346505 0.000329491 0.000396085 0.000361373 0.000317828 0.000276828 0.000386087 0.000338981 0.00028872 0.00029692 0.000294666 0.00026257 0.000246896 0.00022451 0.000299083 0.000205938 0.000214766 0.000189856 0.000188382 0.000175345
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.086640000000000009 -1.0000000180025095e-35 0.085815000000000016 1.0000000180025095e-35 -0.45122499999999993 -0.075554999999999983 -0.42360999999999993 0.095565000000000011 -0.13927999999999999 0.10113500000000002 -0.24333999999999997 0.090540000000000023 -0.015514999999999999 0.089285000000000017 -0.084114999999999981 0.076335000000000014 -0.070894999999999986 -0.025254999999999996 -0.14487999999999998 -0.066289999999999988 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 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 -7 -10 12 13 -11 15 -15 16 -12 -8 -18 20 21 -20 -14 -16 -25
right_child=1 2 3 -5 -6 6 17 -9 9 10 11 -13 22 14 23 -17 18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=-0.00086607907348582741 -0.00068406147781012666 -0.00053445902305599476 -0.00047065852358862921 -0.00050879520994500109 -0.00056225013840032595 0.00069577916122828419 0.00016379127004745723 -0.00055538150521578184 -0.0005027026098284751 0.00039986632646325007 -0.00038107182675198694 0.00087940204297610937 -3.198625131156039e-05 -0.00012664111206696433 0.00080760185573832115 -0.00036972933242621585 -0.00023329902602435955 0.00093510114219236696 -1.0488388114179613e-05 -0.0001220718519804372 0.00087492099503494849 0.00069783909986364005 -0.00063610243646399682 0.00055842267849961981 -3.2558277897161394e-05
leaf_weight=0.0010350042883113799 0.0013123784210665032 0.0014952480089203126 0.001273420448027667 0.0013233378359241146 0.0010959550679696109 0.0015448999611831172 0.0010569626350033215 0.0011528318037581356 0.0011058949634158424 0.0011651948389292954 0.0011245573182865612 0.0011026463256178501 0.0013579596850860909 0.001316433603470557 0.0017463603725644122 0.0019647973791570017 0.0011553011104592512 0.0012361565070064806 0.001325374760703592 0.0014081889204895504 0.0013614262454435767 0.0010558863611205282 0.0015066473788958199 0.0017030681539777492 0.0011579300409596547
leaf_count=181 592 68 271 457 184 51 119 73 214 57 318 51 77 22 156 144 43 101 321 28 51 40 129 109 53
internal_value=0 1.605e-05 4.50013e-05 7.36521e-05 0.000100306 0.000126405 0.000155044 0.000114908 0.000148356 0.000109125 0.000142209 0.000209738 -0.000132983 0.000161538 0.000364122 3.38104e-05 0.000140512 0.000579583 0.000233525 0.000338229 0.000511418 0.000303594 -0.000349723 0.000504344 0.000319235
internal_weight=0 0.0330489 0.0317365 0.0302412 0.0289179 0.0278219 0.0265485 0.0242554 0.0231026 0.0215577 0.0204518 0.016422 0.0040298 0.0153193 0.00592379 0.00939553 0.00743073 0.00229312 0.00630618 0.00515088 0.00374269 0.00238126 0.00286461 0.00460736 0.002861
internal_count=3910 3729 3137 3069 2612 2428 2157 1937 1864 1813 1599 1336 263 1285 340 945 801 220 483 440 412 361 206 318 162
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=26
num_cat=0
split_feature=1429 1213 1374 133 480 1456 151 49 52 52 0 47 2 0 13 39 12 2 15 15 0 0 2 42 49
split_gain=0.000669268 0.000571105 0.000379749 0.000393929 0.000404745 0.000420244 0.000376708 0.000376056 0.000418644 0.000534907 0.00043719 0.000535875 0.000416416 0.000416081 0.000412195 0.000447812 0.000276946 0.000249376 0.000259397 0.000233505 0.000390157 0.000339476 0.00037162 0.00022837 0.000223979
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.086640000000000009 -1.0000000180025095e-35 -0.27336999999999995 0.10960000000000002 0.11588000000000002 0.10062000000000001 0.15480500000000005 0.080860000000000015 0.086775000000000005 -0.230625 -0.10241499999999999 0.084835000000000008 0.097345000000000015 0.091985000000000011 -0.10192499999999999 -0.094924999999999995 -0.15517999999999996 -0.10943499999999999 0.08400500000000001 0.08401500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 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 10 11 13 -10 -8 24 19 17 18 -13 -16 -21 -22 -23 -24 -15
right_child=1 2 3 -5 -6 6 7 -9 12 -11 -12 16 -14 14 15 -17 -18 -19 -20 20 21 22 23 -25 -26
leaf_value=-0.0012061729756975552 -0.00090931231716057537 -0.00070832878012931936 -0.00067764255164013017 -0.00068384031149775306 -0.00075340104458542021 -0.00069220637848202719 0.0012831712307685551 0.00092309181778522302 0.00032701480085309433 0.0011545039660165459 -0.00065397642912919823 -0.0011493221996516077 -0.00093561772653773766 0.00028559422917689054 0.00054203034870627543 0.0011497351748372339 0.00052289051218183333 0.00015962742509559899 -0.00021438645833162016 -0.00086608484421432078 0.00089933217046183006 -0.00068561145918190705 -0.00016938276977767965 0.00060004277070283192 0.0011366672465889121
leaf_weight=0.0010476564554788284 0.0014452176912948802 0.0014009879568179775 0.0012884544575223747 0.0014148542944360512 0.0011359083664733418 0.0010294473013949803 0.0011516911259028444 0.0017423996397686941 0.0010429205299653512 0.0014362559272401145 0.0012970520805013477 0.0011224359427846609 0.001413375947162121 0.0011267226849227541 0.0019886570731633057 0.0010011648920408853 0.0011484239440824606 0.0016427911089635927 0.0017367449632361689 0.0011217157379528253 0.0010312040382167631 0.0015066397505962134 0.0017832645001331637 0.0017618977039479677 0.001922914190913943
leaf_count=181 592 68 271 457 184 79 45 125 102 48 42 75 185 75 128 203 42 58 57 39 45 229 312 157 111
internal_value=0 2.34683e-05 6.40143e-05 9.79907e-05 0.00013434 0.00016876 0.000207698 0.000242037 0.000195014 0.000259121 0.000198868 0.00025405 -0.000399516 0.000409311 0.000333322 0.000187068 -0.000141519 -0.000311006 -0.000581417 8.22327e-05 -4.46812e-05 0.000106787 -5.49922e-05 0.000213011 0.000822229
internal_weight=0 0.0346931 0.0332479 0.0318469 0.0304321 0.0292962 0.0280077 0.0269783 0.0252359 0.0227796 0.0213433 0.0200463 0.0024563 0.0143959 0.0132442 0.0101945 0.0056504 0.00450197 0.00285918 0.00919338 0.00720472 0.00608301 0.0050518 0.00354516 0.00304964
internal_count=3910 3729 3137 3069 2612 2428 2157 2078 1953 1666 1618 1576 287 1344 1299 1113 232 190 132 910 782 743 698 469 186
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=28
num_cat=0
split_feature=1429 1213 4 1456 11 16 1374 133 146 160 38 457 51 16 16 160 43 2 2 16 47 13 16 15 52 3 150
split_gain=0.000667132 0.000584793 0.00049859 0.000413654 0.00049496 0.000720751 0.000424865 0.000444746 0.000424074 0.00035903 0.000578401 0.000430246 0.00050183 0.000442734 0.000482002 0.000371615 0.000343825 0.000334082 0.000426866 0.000318658 0.000318061 0.000490908 0.000290535 0.000278683 0.000174754 0.000134896 5.858e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 0.080455000000000013 -0.40374499999999997 -0.094679999999999986 0.10681500000000001 0.085010000000000016 -0.092169999999999988 0.084445000000000006 -0.0034949999999999994 0.043405000000000006 -0.50763499999999995 -0.0021449999999999998 -0.077604999999999993 -0.083254999999999982 0.099015000000000006 0.089070000000000024 -0.087089999999999987 0.092255000000000018 -0.11267999999999999 -0.0090499999999999973 -0.053579999999999996 0.10062000000000001 -0.0076499999999999988 0.077110000000000012
decision_type=2 2 2 2 2 2 2 2 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 -5 8 9 22 11 -11 13 -13 16 -16 -15 18 23 26 21 -18 -8 -17 -19 -23 -14
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 12 19 14 15 17 20 24 -20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=-0.0011290330092431785 -0.00087257579211798665 -0.00074072362645037268 0.00095153004714948442 -0.00063278592389523112 0.00024600342462826848 -0.0012570150160052941 -0.00086395172360973144 -0.00066564573204218628 -0.00063186716639341417 -0.0003202578046649156 -0.00077059402495811174 0.00095850302104483914 0.00096597035902764152 0.00042133147666986102 0.0012187425978882167 0.00093727703174317605 0.00030686279131905318 0.00038700746094254079 -0.00051882606818907928 0.00036944810824126884 0.00031317311373501406 -0.0012100030585641907 0.00013413011985986663 6.1688202863334173e-05 0.00118243876587011 -0.00055225418926142236 0.0014186899496744759
leaf_weight=0.0010818065898849363 0.00147456880412243 0.0014210281088643242 0.0011970587877679064 0.0015423345991436568 0.0012286633136042724 0.0013841701626249306 0.0010735543854342167 0.0013439409756802459 0.0012651137806845006 0.0019822551829239967 0.0010461200110460913 0.0016846076845231121 0.0013468433033643201 0.0019195829122475843 0.0010430189248893385 0.0011902694517290646 0.0010669162144881722 0.0012152283227768734 0.0015738026047671383 0.0018344546946013054 0.001308658138149954 0.0011474684870219388 0.0013347990189644934 0.0019673189215465795 0.0010506328490009764 0.0014274146293584769 0.0010282915173496221
leaf_count=181 592 307 209 68 45 122 231 415 29 186 56 113 52 161 52 43 39 103 78 137 54 369 83 111 9 38 27
internal_value=0 8.85538e-06 4.53405e-05 1.3831e-05 4.63179e-05 -0.000550233 9.76029e-05 0.000136649 0.000175849 0.00021479 0.000267899 0.000315576 0.000376158 0.000264431 0.000186012 0.000423397 -9.18076e-05 0.000304842 8.88624e-05 0.000816605 -0.000290782 -0.000507809 -0.000310778 0.000391746 0.000755832 -0.000845373 0.00116197
internal_weight=0 0.0370981 0.0356235 0.0344265 0.0330055 0.00261283 0.0303926 0.0288503 0.0275064 0.0262412 0.0238329 0.0227868 0.0208045 0.0165949 0.0149103 0.00804027 0.00687004 0.00699725 0.00473139 0.00420959 0.00495046 0.0036418 0.00240835 0.00315759 0.00226586 0.00257488 0.00237513
internal_count=3910 3729 3137 2928 2621 167 2454 2386 1971 1942 1628 1572 1386 1170 1057 396 661 344 232 216 500 446 314 154 112 407 79
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=16
num_cat=0
split_feature=14 4 13 132 16 16 157 160 49 47 0 160 4 4 1
split_gain=9.62609e-05 7.73924e-05 0.000141225 0.000142252 0.000114815 0.000159924 0.0001334 0.000237746 0.000186679 0.000130371 0.00015152 0.000239015 0.000103191 0.000100459 8.93385e-05
threshold=0.064610000000000015 -0.51381999999999983 -0.23438999999999996 0.079995000000000011 0.058875000000000004 0.51388000000000011 -0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 0.09252500000000001 -0.087899999999999992 0.087260000000000018 0.05309500000000001 -0.017449999999999997 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 6 -6 -4 -8 9 10 11 12 -9 -3 -12
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.0017155779675537054 -0.0020742844438166406 0.0034324332550181029 0.0023218482584247014 0.0019969678083220808 -0.0026905831743980241 0.00043486720257461081 -0.0028950927453646157 0.001064739355977295 0.0027758630925493744 -0.0023524208942192399 0.00015111127573656539 -0.0013070083609632562 0.0039943615599078016 0.0003930773793874058 -0.002614564211024184
leaf_weight=0.0010533321815670007 0.0010232642726292198 0.0010287393782424381 0.0011553618948699643 0.001503550011020976 0.0018641831277586432 0.0013408836271291968 0.0013065533277808192 0.0012047812135028502 0.0012118025396730923 0.0010895345089880597 0.001176654771251731 0.0012357956988912205 0.0010918116755086749 0.0010435998563936939 0.0010555309592638271
leaf_count=80 138 49 283 319 435 184 581 175 197 95 614 103 115 149 393
internal_value=0 0.000100838 0.000211376 -1.85497e-05 -0.000239219 -0.00138301 0.000108993 -0.00016379 0.000278639 -0.000162868 0.000250968 0.0011405 0.0024575 0.00190186 -0.00115669
internal_weight=0 0.0183621 0.0173088 0.0152364 0.0137329 0.00320507 0.0105278 0.00937246 0.00806591 0.00685411 0.00576457 0.00353239 0.00229659 0.00207234 0.00223219
internal_count=3910 3772 3692 3494 3175 619 2556 2273 1692 1495 1400 393 290 198 1007
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=14
num_cat=0
split_feature=14 1 0 4 157 14 2 16 0 151 15 52 2
split_gain=7.87494e-05 7.80284e-05 0.000184386 0.000129827 0.000187115 0.000134432 0.000141551 0.000212189 0.000181147 0.000134064 0.000106712 9.87909e-05 0.000159221
threshold=0.064610000000000015 1.0000000180025095e-35 -0.084074999999999997 -0.23071499999999998 -0.062769999999999979 -0.13131999999999996 0.087995000000000004 -0.13863999999999996 -0.066689999999999985 -0.0088999999999999982 0.024640000000000006 0.10433000000000002 0.099370000000000014
decision_type=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 12 -4
right_child=-2 3 10 4 5 6 9 8 -10 -11 -12 -13 -14
leaf_value=-0.002265502649916055 -0.0016079081893632897 -0.0016593062768966618 0.00033143689821446451 0.002512906769075101 -0.0015662595989468413 0.0015350141962942388 0.00020466682112589408 -0.0025489725808762139 0.00029575606848850295 0.002437105354513996 0.0016747037197933331 0.0011361069852620215 -0.0027736563602316251
leaf_weight=0.001494096732230157 0.0010144870874181635 0.0010244180511240772 0.0012608211143164969 0.0014412017892591064 0.0012483814071718039 0.0016548233953940254 0.0018008323104801438 0.0014999949082218937 0.0016111103581621881 0.0019381199345389691 0.001146429515947317 0.0010002435490526762 0.0010505539315140838
leaf_count=990 138 222 168 204 117 163 181 553 120 229 567 75 183
internal_value=0 7.8539e-05 -0.000474545 0.000347961 0.000531648 0.000238885 0.000503852 -0.000169279 -0.00107581 0.00136187 0.000125687 -0.000410557 -0.00107987
internal_weight=0 0.018171 0.00595214 0.0122189 0.0111945 0.00975326 0.00850488 0.00476593 0.00311111 0.00373895 0.00445805 0.00331162 0.00231138
internal_count=3910 3772 1983 1789 1567 1363 1246 836 673 410 993 426 351
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=15
num_cat=0
split_feature=52 1 12 376 48 1 159 52 48 49 0 4 2 52
split_gain=6.70033e-05 0.000123174 0.000134966 9.97989e-05 0.00013152 0.000178218 0.000134881 0.000124903 0.000121821 0.000146973 8.35795e-05 0.000130026 0.000167371 5.60264e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.048375000000000008 0.11930500000000001 0.11327500000000001 0.09141500000000001 -0.081429999999999989 -0.064549999999999982 -0.00064499999999999985 0.076335000000000014 -0.0010999999999999996 0.093815000000000009 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 7 -2 -9 -10 11 13 -13 -11
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 -12 12 -14 -15
leaf_value=-0.0011132870696769362 0.0013026769493613211 0.0017431904441761396 -0.0018089290293601147 0.0016539340347513708 -0.001960771526481218 0.001762833641286769 -0.0020103326734448187 0.0015361872798346676 -0.0020837646285686942 0.0021978317857237815 -0.0013735807969074113 -0.0021079013988713224 0.00098342672854117782 0.00036343680871139529
leaf_weight=0.0015551743549926658 0.0019985009462016737 0.0012851898130849205 0.0012310972562489661 0.001178079067630706 0.0010070155304475201 0.0017603967893095743 0.0010717806708837466 0.0010242433105978098 0.00145335679791617 0.0010199555199742975 0.0012248417045744864 0.0011634112759484729 0.0010066496026503169 0.0010323036273137548
leaf_count=425 238 212 133 166 84 223 265 91 272 568 43 231 156 803
internal_value=0 8.91564e-05 -4.22928e-05 0.000103278 -2.94599e-05 0.000123013 -0.000139536 6.25234e-05 -0.000250224 -0.000515381 -9.69205e-05 0.000273423 -0.000673894 0.00127512
internal_weight=0 0.0174568 0.0161716 0.0149405 0.0137625 0.0127554 0.010995 0.00992326 0.00792476 0.00690052 0.00544716 0.00422232 0.00217006 0.00205226
internal_count=3910 3485 3273 3140 2974 2890 2667 2402 2164 2073 1801 1758 387 1371
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=15
num_cat=0
split_feature=48 147 52 15 11 0 16 16 52 1 13 52 151 3
split_gain=7.0459e-05 0.000118937 0.000157899 0.00018204 0.00016203 0.000111704 0.000153856 0.000130171 0.000194269 0.000170937 0.000186627 0.000138967 8.64472e-05 6.75819e-05
threshold=-0.086624999999999994 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 1.0000000180025095e-35 0.18055000000000002 0.26538000000000006 -0.30307999999999996 0.091210000000000013 1.0000000180025095e-35 -0.00059999999999999995 -1.0000000180025095e-35 -0.0068399999999999989 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 13 -11 12 -12 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.0014492504547926463 0.0021256157747725941 0.0018538356213695061 -0.0021689774959351301 -0.0014874002053725497 -0.0022645027098173775 0.0018201527256512967 -0.001579827249970445 -0.0020310365797678118 0.0026672547903854558 0.0021989443138358479 0.00013361509760810464 0.0013115323635323963 -0.0022637982215055284 -6.4816610143873208e-05
leaf_weight=0.0010684215975207403 0.0013529620686253624 0.0011745429057556924 0.0010934948824538595 0.0013160838719757937 0.0010591359217435601 0.0011294220610551528 0.0019158743243332674 0.0013211406666720407 0.001155131003559344 0.0018232312035393605 0.0010042968271992692 0.001390675593277102 0.001002372919310518 0.0010436732736494123
leaf_count=96 275 146 359 175 232 27 332 981 384 540 50 102 89 122
internal_value=0 7.77609e-05 -4.78496e-05 0.000101657 -9.17146e-05 8.393e-05 -7.98563e-05 0.000205902 0.000460867 0.00012487 0.000708374 -9.15611e-05 -0.00106394 -0.00116328
internal_weight=0 0.017782 0.0166075 0.015514 0.014161 0.0131019 0.0119725 0.0100566 0.00874052 0.00758539 0.00522058 0.00339735 0.00200667 0.00236481
internal_count=3910 3814 3668 3309 3034 2802 2775 2443 2268 1884 781 241 139 1103
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=15
num_cat=0
split_feature=484 448 160 42 15 475 43 43 42 42 2 4 0 4
split_gain=7.46928e-05 6.81765e-05 9.40314e-05 0.000121525 0.000145241 0.000134413 9.95646e-05 0.00018656 0.000214235 0.000160442 8.69455e-05 0.000124637 0.000110787 0.000171056
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.098319999999999991 -1.0000000180025095e-35 -0.017214999999999998 -1.0000000180025095e-35 -0.069494999999999987 -0.080894999999999981 0.086825000000000013 0.078965000000000021 0.113945 0.17888000000000001 -0.23029999999999998 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7 10 11 12 -8 -14
right_child=1 2 3 5 -6 6 9 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.001250821122203554 -0.0012371168038971788 -0.0011948086316013406 -0.0023372514458505325 -0.0012442536278154909 0.00051400114105500246 0.0025180584580632845 0.0020003046420707937 0.0033196300674281369 -0.00066650041446910085 -0.0016232445026507403 -0.00045838226591376075 0.0025797842007466553 0.0011579519283527922 -0.001468260943167632
leaf_weight=0.0013290748496704993 0.0010786235312845163 0.0013586931028481538 0.0010549558564689233 0.0011861087774843191 0.0010616162547210867 0.0010542402773685844 0.0011199210164818396 0.0010805283697674197 0.0015390556864551957 0.0010708063516653432 0.0016231780331750351 0.0011343791381256407 0.0016547981669168266 0.0013209096718895877
leaf_count=612 154 493 309 327 567 176 29 119 167 573 142 62 80 100
internal_value=0 8.78635e-05 0.000175762 0.000300736 -0.000907139 0.000500719 0.000679177 0.00141972 0.000628103 0.000335835 0.00064194 0.000983435 0.000541289 -7.81775e-06
internal_weight=0 0.0173378 0.0162592 0.0149005 0.00211657 0.0127839 0.0115978 0.00367382 0.0025933 0.00792399 0.00685319 0.00523001 0.00409563 0.00297571
internal_count=3910 3298 3144 2651 876 1775 1448 462 343 986 413 271 209 180
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=14
num_cat=0
split_feature=14 132 13 2 16 0 0 0 457 15 13 48 4
split_gain=6.69314e-05 6.27011e-05 0.00011846 0.000171688 0.000120277 0.000100618 0.000169909 0.000149122 0.000104348 9.65982e-05 0.000167641 0.000153119 8.57377e-05
threshold=0.05884000000000001 0.080815000000000012 -0.090744999999999978 0.097940000000000013 -0.16268499999999997 0.15480500000000005 1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.11739999999999999 -0.071149999999999977 0.086215000000000014 0.05309500000000001
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 -4 -10 -11 12 -12
right_child=-2 -3 5 4 -6 -7 -8 -9 9 10 11 -13 -14
leaf_value=-0.00060896691117775202 -0.0013419716499727347 0.001090204167144541 -0.0016829577941509259 0.00040223517926527876 0.0028763167662473345 -0.001885496453110822 0.0018752750481320663 -0.0018501616579143009 -0.0010402978675377475 -0.001260271355169029 0.00085752398306109695 -0.00040189527081926831 0.0026679298659966775
leaf_weight=0.0014791456253037934 0.0010095112162507294 0.0015644638560708959 0.001008091320321842 0.0010413319490950729 0.0012086010865700603 0.0010227169466311406 0.0010790885669544068 0.0015932080763573315 0.0015507740908521223 0.001273982764657261 0.0017489191246417716 0.0016198692099808065 0.0012968834574823701
leaf_count=301 141 355 238 90 124 47 237 195 286 740 887 111 158
internal_value=0 7.09604e-05 -2.91846e-05 0.000802994 0.00173124 -0.000283685 -0.000137035 -0.000352207 -7.13877e-05 0.000145504 0.000455103 0.000923493 0.00162838
internal_weight=0 0.0174871 0.0159226 0.00372908 0.00224993 0.0121935 0.0111708 0.0100917 0.00849852 0.00749043 0.00593965 0.00466567 0.0030458
internal_count=3910 3769 3414 515 214 2899 2852 2615 2420 2182 1896 1156 1045
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=27
num_cat=0
split_feature=31 457 457 1213 1456 133 14 44 3 48 0 4 52 0 0 3 39 3 12 1 2 4 13 48 1 16
split_gain=0.000461872 0.000438944 0.000574937 0.000564964 0.000433603 0.000457801 0.000339084 0.00036577 0.00037494 0.000650189 0.000650376 0.000484039 0.000262208 0.000314096 0.000441005 0.000288715 0.000281291 0.000428413 0.000401265 0.000602647 0.000280677 0.000179093 0.000164938 0.000143595 0.000108383 7.00031e-05
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.081835000000000019 0.16699000000000003 0.12675000000000003 -0.15291499999999997 0.015635000000000003 -0.023079999999999996 -0.017269999999999997 -0.053834999999999994 -0.075679999999999983 0.091635000000000008 -0.015794999999999997 0.094045000000000004 0.11395500000000001 0.098195000000000018 -0.0031049999999999997 -0.0086549999999999978 0.087035000000000015 0.077800000000000022 -0.51054499999999992
decision_type=2 2 2 2 2 2 2 2 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 23 13 14 15 -12 17 18 21 -20 -19 24 -17 -6 -14 -13
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 12 25 16 -15 -16 22 -18 20 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0007890129613036393 0.00082247396589457591 -0.00091664075763306385 -0.00090714356859493612 -0.0007269906248524293 0.00054462469738158158 -0.00077497611983947247 -0.00058961074712181696 -0.00060317337938527562 0.00075676927618667511 -0.0008572373903438014 -0.00016358202076416925 0.00085126406142046779 0.00023106308774529458 0.00072582711796857823 -0.00068186222995675805 0.00099929754244089636 0.00053674178463544253 -0.0011138823118530363 -0.0011212521170851546 0.00025952751175200477 -0.00021665019612664466 -0.00017571016129880638 0.00025366675983379077 -0.00016703042168875521 0.00074918734300320592 0.0013461145567342629
leaf_weight=0.0012736489560167255 0.0010418806868992539 0.0013749695101543105 0.0012653912642764517 0.0013719735980157735 0.0010011633816673247 0.0011720603201225135 0.0012857612315261271 0.0012096011956863597 0.0017417532440674446 0.0011955239017851218 0.0014646588696681229 0.0010247405819797661 0.0019582080965438774 0.0018565713014950707 0.0010822046266074636 0.0010320083689068227 0.0011640883676307242 0.0011865681334182502 0.0011660820745746509 0.0011251351929528752 0.0013504721302657341 0.0012646210574246974 0.0011214453254362322 0.0010547608506499273 0.0011674056754236162 0.0010469857574686992
leaf_count=113 50 263 588 294 21 429 79 49 137 53 268 54 322 171 81 86 71 66 205 37 43 168 74 20 142 26
internal_value=0 -3.71261e-05 -6.53926e-05 -2.67759e-05 1.15803e-05 4.81988e-05 8.4607e-05 0.000118988 0.000155378 0.000108328 0.000163122 0.000642198 4.6385e-05 0.000257104 7.19633e-05 0.000297438 -8.66897e-05 -0.000165415 1.33803e-05 -0.0004432 -0.000636284 0.000251665 0.000610998 0.000179521 0.000424581 0.00110135
internal_weight=0 0.032726 0.0316842 0.0303092 0.0290438 0.0276718 0.0264998 0.025214 0.0240044 0.0222626 0.0210671 0.00412765 0.0169395 0.00655689 0.00470032 0.00361811 0.0103826 0.00921849 0.00668145 0.00229122 0.00253704 0.00439023 0.00215345 0.00205592 0.00312561 0.00207173
internal_count=3910 3797 3747 3484 2896 2602 2173 2094 2045 1908 1855 121 1734 680 509 428 1054 983 874 242 109 632 160 41 464 80
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=15
num_cat=0
split_feature=3 1 15 0 47 42 0 4 160 4 3 1 2 15
split_gain=6.67605e-05 9.9648e-05 0.000167598 0.000108404 0.000177183 0.000139522 0.000134621 0.000134423 0.00013961 0.000171874 9.08791e-05 4.11448e-05 3.72241e-05 1.22442e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 -0.017269999999999997 0.13177500000000003 0.094640000000000016 -0.087899999999999992 -0.0010999999999999996 0.088785000000000017 0.25367000000000006 -0.069909999999999986 0.078340000000000007 0.098535000000000025 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 6 7 -3 9 -9 -4 -1 -12 -11
right_child=1 3 10 -5 -6 -7 -8 8 -10 13 12 -13 -14 -15
leaf_value=0.0015049651212257768 -0.0019559321838710638 0.0015218888884006639 -0.00086910843265293393 0.0015753191676771928 -0.0018659199323045803 0.0017919898158446927 -0.0013618892963284666 -0.0019516700312184067 0.0013246653131743012 -0.00010270858695282908 0.0012366609242486185 0.00015622092960550389 -5.5824177651285182e-05 0.00064558462993250377
leaf_weight=0.0010148091755062252 0.0015981700361973102 0.0015548336255141199 0.0018932135285456512 0.0011328664003334163 0.0010633641341013531 0.0011497740262742806 0.0014093405455037882 0.0013556387905055978 0.0011590292630245802 0.0010316134505543879 0.001046504519784666 0.0011015683073279936 0.001035076096209453 0.0010112364136728429
leaf_count=38 1019 155 939 165 64 285 493 112 52 106 79 221 94 88
internal_value=0 -0.000108919 -0.0006343 0.000160496 -4.15019e-06 0.000224155 -1.55061e-05 0.000294933 -0.000123653 -0.000617591 -0.000102903 0.000802948 0.000593966 0.000267706
internal_weight=0 0.0164407 0.00557296 0.0108677 0.00973483 0.00867147 0.00752169 0.00611235 0.00455752 0.00339849 0.00397479 0.00211638 0.00208158 0.00204285
internal_count=3910 3651 2131 1520 1355 1291 1006 513 358 306 1112 259 173 194
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=27
num_cat=0
split_feature=133 31 1374 1456 453 1213 38 124 0 49 49 12 151 13 47 2 2 474 16 52 4 4 4 52 0 1
split_gain=0.000658662 0.000578894 0.000405463 0.00036885 0.000469865 0.000398559 0.000398759 0.000469525 0.000365167 0.0003357 0.00052179 0.000417483 0.00032983 0.000356506 0.000421396 0.000413706 0.000385019 0.000338907 0.000337336 0.000306599 0.000342913 0.000303562 0.000589906 0.000291826 0.000237306 0.000142301
threshold=0.11253500000000001 -1.0000000180025095e-35 0.087785000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084445000000000006 -0.048219999999999992 -0.230625 -0.085974999999999982 -0.080034999999999981 0.085845000000000019 -0.083274999999999988 -0.073799999999999991 0.099385000000000015 0.097940000000000013 0.10393500000000001 0.084795000000000023 -0.15168999999999996 0.10701500000000001 -0.23071499999999998 -0.070414999999999991 0.15045000000000003 -0.07125999999999999 -0.055084999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 25 23 11 -11 -10 -12 15 17 18 -17 19 -14 20 -15 -22 -23 -9 -16 -7
right_child=-2 2 -4 4 -6 6 -8 8 9 10 12 -13 13 14 24 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27
leaf_value=0.00076643257354353726 -0.00099060612453248827 -0.00062480782631143519 -0.00079434453364429563 -0.00061116837226423998 -0.00080936001138187099 0.00038941213752177788 -0.0006082840141634296 4.7304671519974331e-05 -0.00096555758257845003 0.00096864956817112595 -0.00059128325817292852 1.3963610665418928e-05 0.00049644396396894314 -0.001059936872972367 -4.8888032410670898e-05 0.0011618085496199228 0.00026206304522810814 0.00049730369993148337 -0.00033479697202198346 0.0002466972074635872 0.00026405143823194147 -0.0010374857564439768 7.6366063922660744e-06 0.00092888226376273931 0.00064945366303132996 0.0010510245495119266
leaf_weight=0.0016138049161577009 0.0010593227823436626 0.0013933886066358194 0.0010309288463575808 0.0013181832477321817 0.0010084466813418116 0.001076463148155681 0.0012174480080600061 0.0010595016854320072 0.0011372365310211565 0.0010426567795782651 0.0012183164195276866 0.0018203005502309688 0.0013549126105820708 0.0010861912157942195 0.0013753457535661262 0.0013822990765968157 0.0017133404164798582 0.0010015617854776671 0.0018682115540950483 0.0013854560890374512 0.0012587690941239411 0.0015774546736525077 0.00193374360070242 0.0014050415309334518 0.0018166897399645174 0.0010169944369970291
leaf_count=112 492 339 99 478 81 34 73 15 78 31 235 82 67 115 61 24 146 81 381 111 246 236 79 58 20 136
internal_value=0 2.44677e-05 -1.12763e-05 1.35878e-05 4.22136e-05 7.07762e-05 0.000102045 0.000133458 8.59407e-05 3.61667e-05 9.51033e-05 -0.000362683 4.7096e-05 9.0903e-05 -4.26968e-05 0.000332682 0.000663827 -0.000194205 1.46338e-05 -0.000289845 -0.000416781 -0.000270325 -0.000461899 0.000549894 0.000348561 0.000710821
internal_weight=0 0.0351127 0.0334989 0.032468 0.0310746 0.0300661 0.0287479 0.0275305 0.025437 0.0229725 0.0200149 0.00295754 0.0189723 0.017754 0.0114352 0.00631876 0.00309564 0.00824318 0.00322312 0.00724161 0.00585616 0.00476997 0.0035112 0.00246454 0.00319204 0.00209346
internal_count=3910 3418 3306 3207 2868 2787 2309 2236 2066 1993 1833 160 1802 1567 949 618 170 868 448 787 676 561 315 73 81 170
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=28
num_cat=0
split_feature=51 31 133 4 1374 14 39 47 2 48 0 3 2 0 0 2 0 48 49 4 15 12 3 12 16 3 1
split_gain=0.000680655 0.000476628 0.000470351 0.000378096 0.000475544 0.000405806 0.000637045 0.000605178 0.000611638 0.000436915 0.000698429 0.000359347 0.000342326 0.000361016 0.000586374 0.000489974 0.000312324 0.000322518 0.000278467 0.000485501 0.000343826 0.000493657 0.000270248 0.000233074 0.000308761 0.000293878 0.000147359
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.10681500000000001 0.50657000000000008 0.086000000000000007 -0.13131999999999996 0.11383000000000001 0.11939500000000002 0.099015000000000006 0.12862000000000004 -0.14293499999999998 -0.15464999999999998 0.10113500000000002 0.076335000000000014 -0.08317999999999999 0.11085000000000002 -0.23029999999999998 0.08980500000000001 -0.029304999999999998 0.018480000000000003 -1.0000000180025095e-35 0.090385000000000007 0.090325000000000003 0.084100000000000022 -0.035699999999999989 -0.015794999999999997 0.10662500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 10 26 -7 -12 14 -14 -15 22 18 19 -18 21 -20 -13 25 -25 -22 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 12 16 13 15 -16 -17 17 -19 20 -21 23 -23 -24 24 -26 -27 -28
leaf_value=-0.0009813475083759707 0.00087519718285201671 -0.00064874487660378135 -0.00082079094415736802 0.00074307205029427862 -0.00096088663778900573 0.00059683602488463006 0.0011385035805979373 -0.00088508968821279766 0.00072675619930219547 -0.00050991968360256741 0.0009033939697322234 -0.0001769607265746534 0.00029368374382100326 -0.00023735162643570226 -0.0011570499807485404 0.001150233864004529 -0.00035538319529071217 -0.00090299759566488645 -0.0013267349200856747 0.00096002975316375428 0.00071266306169185366 -0.00013091762174668488 0.00085171468876705657 -0.0010033661930181287 2.7633294513848403e-05 -0.00019722522520151023 0.0014570346887824806
leaf_weight=0.0014497299664163457 0.0013842726286855669 0.0017213331602174966 0.0014097742077585065 0.0015412138838337272 0.0010480628136448891 0.0014852962471008013 0.001157043382094435 0.0014377904827309598 0.0010002333636542913 0.0010286249197246642 0.001233958278584967 0.0010500246558975334 0.0013302397192121391 0.0010595377640001402 0.0010646597982811859 0.0011018578859740558 0.0012342160073433037 0.0014022076532457786 0.001368880114071833 0.0011509044039392791 0.0013335408737940035 0.001576753884602683 0.0011205706929366954 0.0010499670049400837 0.001493542147156279 0.0017319789525003463 0.0014178007649173763
leaf_count=145 112 78 522 158 96 77 48 81 68 23 44 17 118 62 226 39 123 174 426 32 95 166 25 604 213 82 56
internal_value=0 3.74237e-05 2.85715e-06 3.8985e-05 3.5215e-06 3.77255e-05 8.01854e-05 3.42761e-05 8.66583e-05 0.000385157 0.000497324 -8.56898e-05 0.000222696 3.83462e-05 -0.000351244 0.000470026 -0.000155543 -0.000245173 -0.000160857 0.00027935 -0.00028359 -0.000686632 0.000354093 -7.19295e-05 -0.000397966 0.000198588 0.00115495
internal_weight=0 0.0349343 0.03355 0.0321402 0.030599 0.029551 0.0278296 0.0266726 0.0252348 0.00923691 0.00820829 0.0159979 0.00579025 0.0045563 0.0023949 0.0021614 0.0145126 0.012342 0.0109398 0.00238512 0.00855466 0.00294563 0.0021706 0.00560903 0.00254351 0.00306552 0.00241803
internal_count=3910 3765 3653 3131 2973 2877 2799 2751 2670 636 613 2034 489 445 344 101 1957 1915 1741 155 1586 592 42 994 817 177 124
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=14
num_cat=0
split_feature=14 2 2 12 13 3 15 2 13 160 16 4 12
split_gain=8.60746e-05 7.5308e-05 9.84712e-05 0.00021727 0.00018167 0.000144866 0.000133088 9.63014e-05 8.83342e-05 0.000159331 0.000137868 0.000133545 5.32373e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.091985000000000011 0.099170000000000022 -0.089899999999999994 -0.013944999999999997 -0.074174999999999977 0.10488500000000002 -0.014114999999999997 -0.025614999999999995 -0.083564999999999987 0.0057500000000000008 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 12 7 -7 -6 10 -10 -3 -11 -4
right_child=-2 2 3 -5 5 6 -8 -9 9 11 -12 -13 -14
leaf_value=0.0011228722553834293 -0.0015855558283876139 0.00023090852292346581 0.0011610959378224621 -0.0017195780691798203 0.0001750118980222993 0.00043490380192585975 -0.0017149120988814847 0.0024254706928822051 0.0018116709749027098 -0.0019478149749767425 -0.0023439244425636748 0.00051075678203751571 0.0029003781057919237
leaf_weight=0.0019169453365734208 0.0010059174354059 0.0010516286335136111 0.0010733578995735108 0.0013773081215860137 0.0012466404708578191 0.0019554901730109795 0.0016244472921887465 0.0011055170428699718 0.0010530345235289437 0.0013755173619881909 0.0016402430631514715 0.0013479187187036556 0.0010960101898051522
leaf_count=265 138 393 182 368 319 161 153 254 130 506 906 54 81
internal_value=0 8.33313e-05 -4.16282e-05 0.000318709 0.000665233 0.000162547 -0.000540606 0.00123273 -0.00056967 -2.19895e-05 -0.00133802 -0.000730986 0.00203982
internal_weight=0 0.0178641 0.0159471 0.00947877 0.00810146 0.00593209 0.00357994 0.00235216 0.00646834 0.00377647 0.00269187 0.00272344 0.00216937
internal_count=3910 3772 3507 1518 1150 887 314 573 1989 690 1299 560 263
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=14
num_cat=0
split_feature=124 133 158 50 3 47 3 13 3 49 4 12 16
split_gain=7.60241e-05 0.000168564 0.000113637 0.000106633 0.000117906 0.000141578 0.000205799 0.000135548 0.000165089 0.000206598 0.000153554 0.000226897 0.000113673
threshold=0.10143000000000002 0.099765000000000006 0.085745000000000002 0.086465000000000014 -0.15464999999999998 0.080860000000000015 -0.074234999999999982 -0.10241499999999999 -0.069909999999999986 -0.029304999999999998 0.0057500000000000008 -1.0000000180025095e-35 -0.094359999999999986
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 9 -9 11 -10 -12
right_child=-2 -3 -4 -5 5 6 -8 8 10 -11 12 -13 -14
leaf_value=0.0017204967727379946 0.0014836234104271667 -0.0022861369774897959 -0.0017494641253105712 -0.0013285228065662985 0.0018021737103882762 0.000963804570932228 -0.0020376420621734366 0.0010589942526040407 0.0018179605326829151 -0.0020256210392591719 0.00035802800137373878 -0.0015496672454741039 0.0028079397034943519
leaf_weight=0.001603199450225576 0.0010005145845096838 0.0010145059865692757 0.0010217170178769821 0.0013528954188220836 0.0018484573195031414 0.001117609639067832 0.0019017949852438267 0.0010437524851163995 0.0010314496872085299 0.001863855015124774 0.0010183784509514258 0.0015324279327598835 0.0013668920523124406
leaf_count=185 55 596 355 543 208 158 159 134 120 935 142 224 96
internal_value=0 -8.91568e-05 4.42878e-05 0.000161164 0.000301827 0.000123086 -0.000926679 0.000449681 0.00013148 -0.000918328 0.000748238 -0.000194868 0.00176196
internal_weight=0 0.0177169 0.0167024 0.0156807 0.0143278 0.0127246 0.0030194 0.00970521 0.00785676 0.00290761 0.00494915 0.00256388 0.00238527
internal_count=3910 3855 3259 2904 2361 2176 317 1859 1651 1069 582 344 238
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=29
num_cat=0
split_feature=1429 1213 31 133 14 160 484 38 124 3 159 160 151 3 52 13 2 457 0 1374 484 1 12 2 2 52 1 52
split_gain=0.000677404 0.000544378 0.00049381 0.000430249 0.000448786 0.000440271 0.000430906 0.000491736 0.000567061 0.000490787 0.000455198 0.000444796 0.000517556 0.000437022 0.000561729 0.000486269 0.000467645 0.000556593 0.000708467 0.000581933 0.000344221 0.000297512 0.00025598 0.000548712 0.000227994 0.000175865 8.74906e-05 3.39554e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 -0.40446999999999994 0.085815000000000016 0.084445000000000006 -0.048219999999999992 0.16699000000000003 -0.22646999999999998 -1.0000000180025095e-35 -0.090394999999999989 -0.074234999999999982 0.093400000000000011 0.16421000000000002 0.075670000000000015 -0.0015249999999999997 -0.065584999999999991 -0.094679999999999986 0.089280000000000012 0.091035000000000019 0.097345000000000015 0.08400500000000001 0.094400000000000026 -0.088354999999999989 0.092550000000000007 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 10 -10 21 -13 14 15 22 -15 -18 19 -19 -8 -12 23 -14 -21 -25 -7 -27
right_child=1 2 3 -5 -6 6 20 -9 9 -11 11 12 13 16 -16 -17 17 18 -20 24 -22 -23 -24 25 -26 27 -28 -29
leaf_value=-0.0011193713398668093 -0.00084671435499536832 0.00089333024343680176 -0.00082035958950486191 -0.00080041505304046 -0.00070165202343177918 0.00054584719987652952 0.0012668346789907246 -0.00085264021374717284 0.00081499889825423818 0.00077637023909608676 -0.0011900482050408825 -0.00079267450096237862 -0.0003631418765171298 -0.000794023311057021 -0.00048162674816126084 -0.00038408123399365397 -0.00093312944231367884 -0.00041180507186954569 -0.0006823058527971026 0.0011061235303062873 0.00019997351214271362 -0.00016516308078580488 0.0011108148181606507 0.000306866745079562 0.00037234521294723705 0.00084366070467387349 0.0011395699450521153 0.0012201071059523296
leaf_weight=0.0011446535995872633 0.0014844902664141865 0.0014272259055762562 0.0010933555390972285 0.001308978987590941 0.0016024095051833101 0.001085159949774094 0.0011868781291637367 0.0011789165892861489 0.0013415952887516616 0.0018203795306646056 0.001139850253492016 0.0015568059526350755 0.0012409178959817847 0.0018489788172877508 0.0015521266998736738 0.0011541372206069767 0.0010963755209658643 0.0012060798030688602 0.0015010971802010831 0.0018907586316854325 0.0013980185904731712 0.0012721471135260787 0.0017875573879209128 0.0010781612298191804 0.0017130845793422167 0.0010024122282525968 0.0010238363891355712 0.0010323390045881287
leaf_count=181 592 111 220 456 100 27 69 62 78 107 272 93 197 65 79 33 32 17 81 40 198 85 89 174 112 108 129 103
internal_value=0 1.81363e-05 5.32725e-05 1.91264e-05 5.08618e-05 8.83089e-05 0.000120246 6.86271e-05 0.000108347 4.76944e-05 -8.95725e-06 -5.90376e-05 1.34003e-05 8.27165e-05 0.000314242 0.000483563 -0.000138585 2.50201e-05 0.000191474 0.000464166 0.000689832 -0.000649498 0.000646617 0.000456031 0.000757322 0.000782583 0.000834077 0.00103465
internal_weight=0 0.0380241 0.0365396 0.0351124 0.0338034 0.032201 0.0311076 0.0285227 0.0273438 0.0252348 0.0234144 0.0220728 0.0196608 0.018104 0.00884765 0.00729552 0.00925637 0.0074074 0.00631102 0.00480992 0.0025849 0.002412 0.00614139 0.00435383 0.00360384 0.00311291 0.002109 0.00203475
internal_count=3910 3729 3137 3026 2570 2470 2250 1983 1921 1765 1658 1580 1223 1130 783 704 347 282 250 169 267 357 671 582 152 385 156 211
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=14
num_cat=0
split_feature=484 1 12 43 52 15 1 1 1 42 160 52 0
split_gain=6.81554e-05 9.14765e-05 0.00013148 0.000112832 0.00020689 0.000130064 0.000110602 0.000214365 0.000125523 0.000156122 0.00018162 0.000114511 0.000133187
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 -0.068324999999999983 0.11167500000000001 0.11831500000000002 0.10373000000000002 0.087065000000000017 0.087825000000000014 -0.087094999999999992 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 9 10 11 -5 -13
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.0011427181991463633 0.0014888063787040968 0.0012841947375273437 -0.0016762881806575312 -0.00014658086803318466 0.00015692359970944598 -0.0022097883844009181 -0.0021944082123587214 0.0009385226553472847 0.0020802768611104206 -0.0014828192175233461 -0.0011376492874331573 0.002899531291718604 0.00072213302510689022
leaf_weight=0.0013383552925012544 0.0014449109201503637 0.0015758208078420896 0.0012348832159095038 0.001329801344181189 0.0010082542584091345 0.0017178731114473609 0.0012558632000340972 0.0011400823139938315 0.0012778689051042846 0.001129116332382496 0.0012232727219975703 0.0013803327004622279 0.0017345973380673563
leaf_count=612 156 216 117 245 215 743 121 150 188 459 148 87 453
internal_value=0 8.21322e-05 -3.71757e-05 0.000101065 -5.08754e-05 -0.00133446 0.000283309 -0.00070364 0.000576149 0.00029337 0.000647203 0.00113843 0.00168701
internal_weight=0 0.0174527 0.0158769 0.014642 0.0131971 0.00272613 0.0104709 0.00239595 0.00807499 0.00679712 0.005668 0.00444473 0.00311493
internal_count=3910 3298 3082 2965 2809 958 1851 271 1580 1392 933 785 540
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=25
num_cat=0
split_feature=31 133 1213 1456 1374 14 46 13 1373 0 4 1 1 132 15 133 16 48 4 1 2 2 0 3
split_gain=0.000385718 0.000366612 0.000315775 0.000305909 0.000326282 0.000295959 0.000286749 0.000391141 0.000260066 0.000334564 0.000512754 0.00028606 0.000458279 0.000285534 0.0003112 0.000359924 0.000249741 0.000310884 0.000338001 0.000358277 0.00021377 0.000191925 7.16073e-05 3.91277e-07
threshold=-1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 0.083550000000000013 -0.45122499999999993 0.085770000000000013 -0.23029999999999998 0.15927500000000003 0.12730000000000002 0.13501500000000002 0.079995000000000011 0.099325000000000011 -0.069944999999999993 -0.14879499999999998 0.085425000000000015 -0.018664999999999998 0.10420500000000001 0.088055000000000008 0.090420000000000014 0.16242500000000001 -0.10315499999999998
decision_type=2 2 2 2 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 -9 13 -13 14 15 -11 21 18 20 -20 -18 23 -22 -17
right_child=1 -3 3 4 5 -7 -8 8 -10 11 -12 12 -14 -15 -16 16 17 -19 19 -21 22 -23 -24 -25
leaf_value=0.00081286004318541108 -0.00075509628567832423 -0.00082267847880155393 -0.00069890568936396521 -0.00070528184173790907 0.00087671582597829718 -0.00064779898831427427 -0.00060986915816938967 0.0013122522570325509 -0.00062041726314285349 -0.00080836508546308487 -0.00010270278627366714 0.001288561447026905 4.9265588373092018e-05 0.00054799900331181184 -0.00081584719041248067 0.00010292272583759966 0.0004293508252286937 0.00047913293103460852 -0.0013101707553092494 -0.00014066496469726617 -0.00054434187698338549 0.00076037471533225336 3.4150974143093825e-06 6.1603164444811256e-05
leaf_weight=0.0012160717518833178 0.0011941267481013476 0.0012684998035412112 0.0012320226625721206 0.001181184230368614 0.0015805148017096716 0.0011366388217388104 0.0011108411836886481 0.0012716312623410773 0.0010227425575933804 0.0011203724365094628 0.0010185723089080057 0.0010603653912113478 0.0017404769505046103 0.0018703697931981003 0.0011358290132632573 0.0010176983254268634 0.0017114172265207872 0.001736776142528651 0.0010720933784677438 0.0012562975104426499 0.0010817825450116225 0.0016930737910284543 0.0010277276724082185 0.0010067218352196499
leaf_count=113 512 540 306 63 77 79 42 17 53 364 55 50 126 159 153 25 208 183 338 59 232 108 12 36
internal_value=0 -4.0554e-05 -6.66912e-06 2.51526e-05 5.83724e-05 9.35087e-05 0.000127851 0.000162835 0.000111183 0.000147119 0.000682948 8.08971e-05 0.000518448 2.9887e-06 -7.05601e-05 -4.03059e-06 7.36311e-05 -7.60512e-05 -0.000232854 -0.000679157 3.91132e-05 0.000391159 -0.000277481 8.2375e-05
internal_weight=0 0.0305478 0.0292793 0.0280851 0.0268531 0.0256719 0.0245353 0.0234245 0.0218439 0.0208212 0.0022902 0.018531 0.00280084 0.0157302 0.0138598 0.012724 0.0116036 0.00788609 0.00614932 0.00232839 0.00382093 0.00371749 0.00210951 0.00202442
internal_count=3910 3797 3257 2745 2439 2376 2297 2255 2178 2125 72 2053 176 1877 1718 1565 1201 1032 849 397 452 169 244 61
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=15
num_cat=0
split_feature=2 50 158 156 484 12 3 133 42 15 15 49 47 0
split_gain=6.22315e-05 9.71712e-05 0.000127273 0.000106032 0.000132766 9.13153e-05 0.000156056 0.000122247 0.000191658 0.000231565 0.000123983 0.00014562 0.00017016 3.99479e-05
threshold=0.14073000000000005 0.086465000000000014 0.084965000000000027 0.091280000000000014 0.085515000000000022 -0.036459999999999992 0.12991000000000003 1.0000000180025095e-35 0.091230000000000019 0.035895000000000003 -0.038029999999999987 -0.029304999999999998 0.092255000000000018 -0.024394999999999997
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 10 11 -7 -13 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 13 12 -14 -15
leaf_value=-0.0009917017698423652 0.0012556589574103242 -0.0015773200539842232 -0.0018544569628297246 -0.0015528703703736274 0.0021581275568284437 0.00093553210965203559 0.0021048581710466567 -0.0015245487527317824 0.0019704342277715192 -0.0021598968636879637 0.0021093605077103302 -0.0027849212003487008 0.00029476949307199194 0.00065323202124828613
leaf_weight=0.0018737469226100664 0.001092422719843055 0.0012010114126966591 0.0010013814179400593 0.0010152420101435947 0.0010214302621018865 0.0017734044647661528 0.0012681271634482618 0.0012351569270874089 0.0016627079753431251 0.0012999969969537464 0.0011319686749464708 0.001016872637458339 0.0011129122996772906 0.0011005273786994802
leaf_count=265 228 668 366 298 218 93 65 629 198 483 105 128 95 71
internal_value=0 -8.272e-05 2.59811e-05 0.000147373 0.000266444 0.000123055 0.000303096 8.19844e-05 0.00030008 -7.34311e-05 0.000368638 -0.000216433 -0.00117564 0.00139155
internal_weight=0 0.0177145 0.0165135 0.0155121 0.0144969 0.0134754 0.0116017 0.0103335 0.00909839 0.00743568 0.00613569 0.00390319 0.00212978 0.0022325
internal_count=3910 3682 3014 2648 2350 2132 1867 1802 1173 975 492 316 223 176
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=14
num_cat=0
split_feature=4 0 16 15 41 3 3 42 15 3 16 0 2
split_gain=6.17302e-05 0.000112773 0.000157193 0.000136164 0.000134357 0.000117136 0.000103087 0.000112479 0.000191306 0.000295478 0.000204507 0.000186715 0.000190127
threshold=-0.51381999999999983 0.048950000000000007 -0.008069999999999999 0.10363000000000001 1.0000000180025095e-35 -0.115685 -0.078669999999999976 0.08784500000000002 -0.017214999999999998 0.10666500000000002 -0.022939999999999999 -0.14867499999999997 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 10 -10 11 12 -8
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0010158806292926794 0.0012538192783146935 -0.00028603500651093266 0.0019486543599403006 -0.0015723327596236954 -0.001368508589665922 -0.00090249427806651718 0.00029273880034761188 0.0011861629716892112 -0.00037575540012444136 0.0026208039788330364 -0.0016307631227518485 0.0012775574887837033 -0.0020206763203982048
leaf_weight=0.0010083970796325717 0.001504527601871781 0.0010199523190392856 0.0012277069227022422 0.0010037691614629982 0.0011205369546917207 0.0018568859802866678 0.0016628394579780723 0.0016343628802284156 0.0012735822227081242 0.0010731525631748062 0.0017521632309819846 0.0014871641791521298 0.0010110548171513162
leaf_count=80 140 61 161 340 183 1613 104 492 155 52 189 262 78
internal_value=0 5.43697e-05 0.000934588 -7.42665e-05 3.03304e-05 0.000148577 7.07132e-06 0.000177771 -2.1755e-05 0.000994559 -0.000425092 8.25994e-05 -0.000582011
internal_weight=0 0.0176277 0.00224766 0.01538 0.0143763 0.0132557 0.0117512 0.00989432 0.00825996 0.00234673 0.00591322 0.00416106 0.00267389
internal_count=3910 3830 222 3608 3268 3085 2945 1332 840 207 633 444 182
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=29
num_cat=0
split_feature=31 457 457 1213 1429 133 1374 150 4 1 48 484 0 2 52 48 52 13 0 12 43 43 133 48 15 16 1 13
split_gain=0.000681214 0.000481263 0.00059267 0.000549256 0.000489122 0.000456847 0.000479583 0.000528532 0.000612738 0.000560579 0.000478992 0.000519015 0.000389913 0.000890432 0.00051263 0.000401071 0.00054551 0.000641926 0.000393251 0.000372766 0.000422477 0.000299111 0.000412043 0.000469274 0.000320428 0.000118998 8.90498e-05 5.23479e-05
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.083205000000000015 0.40812500000000007 0.085835000000000009 -0.068879999999999983 -0.0043499999999999988 -0.074904999999999985 -0.0050599999999999994 0.084890000000000007 0.093225000000000016 0.11588000000000002 -0.079834999999999975 -0.053834999999999994 0.051320000000000005 -0.091614999999999988 -0.092084999999999986 -1.0000000180025095e-35 0.091555000000000011 0.082225000000000006 -0.076129999999999989 0.10723500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -8 -12 13 -13 21 16 17 -14 -19 20 -20 -15 -23 24 27 -11 -16 -24
right_child=1 2 3 4 5 -7 7 8 -10 25 11 12 15 14 26 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=0.0010435217700507874 0.0010138466399213309 -0.0011218677013051569 -0.0010668635034919369 -0.0010861636112253128 -0.00079593318993747175 -0.00091826712705254368 -0.0010598480851445147 2.6909029673770222e-05 -0.00043170349838573879 0.0014876390864271079 -0.00084856348840821837 -0.0014458161889796478 0.0013359528724181423 -0.00035935836500829317 -0.00096245778479892811 0.0011477191552699303 -0.00071348995492677891 0.00091592887752487751 0.00084033414237390355 -0.00083325284116264077 -0.00045900706711993005 -0.0004092378567766376 0.0011019327694356284 -0.00018855527741584195 0.00031606888703180892 0.00081424356337733304 -0.00028824096216572442 0.001608734217478634
leaf_weight=0.0015493188986605557 0.0010742094037414765 0.0013555841143719763 0.0012862122832812536 0.0010273182875548117 0.0015238901860392664 0.0012294811436730215 0.0010164481414864915 0.0014404813305532995 0.001234308617413471 0.0019210592136660321 0.0014778340697867145 0.0010995093010901418 0.0015258707691745985 0.001445581005385276 0.0010139429728983212 0.0014682759610122895 0.0013158777877482208 0.0012914198210840508 0.0013932876890851995 0.0012462791144747243 0.0012095237659416969 0.0011228101501778451 0.0010069880677778809 0.0011804507321255889 0.0011628130339578213 0.0010501411663810245 0.001013505207687615 0.0011070571068501067
leaf_count=113 50 263 588 172 58 451 74 81 49 76 330 72 65 112 368 54 76 106 24 83 61 234 87 53 52 98 37 23
internal_value=0 -4.62672e-05 -7.95982e-05 -3.65361e-05 5.50215e-06 4.22761e-05 8.26272e-05 0.000130885 0.000570107 0.000850396 1.86616e-05 7.06632e-05 0.000139961 -7.89089e-05 8.71027e-05 0.000375092 0.000232974 0.000419796 0.000147851 -0.000109849 0.000236532 0.00029272 0.000461647 0.000681026 0.000994283 0.00124963 -0.000625422 0.00136733
internal_weight=0 0.0352402 0.034166 0.0328104 0.0315242 0.0304968 0.0292674 0.0277435 0.00564599 0.00441168 0.0220975 0.021081 0.0196032 0.0101527 0.00905315 0.00945053 0.00798226 0.00666638 0.00514051 0.00384909 0.00260281 0.0070257 0.00558012 0.00445731 0.00327686 0.0029712 0.00202745 0.00211405
internal_count=3910 3797 3747 3484 2896 2724 2273 2215 304 255 1911 1837 1507 1038 966 469 415 339 274 168 85 561 449 215 162 174 405 110
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=16
num_cat=0
split_feature=15 11 51 48 52 4 12 4 13 2 12 42 2 16 15
split_gain=6.64403e-05 0.000101004 0.00010833 0.000116467 0.000109326 0.000151428 0.000209319 0.000144603 0.000144157 0.000184512 0.000204634 0.000186072 0.000110393 6.91146e-05 3.11444e-05
threshold=-0.24219999999999997 0.079700000000000007 0.013805000000000001 0.09227500000000001 0.11401500000000002 -0.084009999999999987 -0.023959999999999995 -0.49837999999999999 -0.10241499999999999 0.099990000000000009 0.051320000000000005 0.090240000000000015 0.091985000000000011 -0.23935499999999996 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 14 5 7 -7 -2 -8 10 -10 -12 -9 -1 -4
right_child=1 -3 3 -5 -6 6 8 12 9 -11 11 -13 -14 -15 -16
leaf_value=0.0019165325546463062 -0.00086807577835206016 -0.0017634777982020245 0.00068479694268539979 0.0020719107252412335 -0.0019681262964033157 -0.0024239503190595624 0.001842764424038219 0.00035623554010830454 0.0016289778573037447 -0.002619446845155699 -0.0026089025182082018 0.00060503529601201598 0.0028501157876804476 -0.00010702659359854224 -0.00072650892658803271
leaf_weight=0.0011085420419734062 0.0010070007029230332 0.0011253330622124072 0.001004363287924262 0.0014861968203345177 0.001095259783162301 0.0015041029815239821 0.0010509539111698274 0.0010512936627692648 0.001624150029842392 0.0010143175675033783 0.0011492186699799019 0.0011608631534501673 0.0012404778731316402 0.0010571329617208728 0.0010007962216661429
leaf_count=192 90 219 87 147 383 213 94 368 82 299 915 321 67 125 308
internal_value=0 -0.000125986 -6.24325e-06 0.000870712 -0.000263585 -9.07608e-05 -0.000535248 0.0009203 -6.17422e-05 -0.000466214 8.89292e-05 -0.000993833 0.00170611 0.000928771 -1.96007e-05
internal_weight=0 0.0165143 0.015389 0.00349136 0.0118976 0.0108024 0.00750361 0.00329877 0.0059995 0.00494855 0.00393423 0.00231008 0.00229177 0.00216568 0.00200516
internal_count=3910 3593 3374 542 2832 2449 1924 525 1711 1617 1318 1236 435 317 395
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=27
num_cat=0
split_feature=1213 31 133 1374 160 47 47 14 124 13 0 3 151 1 52 16 51 43 13 0 48 1 12 3 2 12
split_gain=0.000495617 0.000410892 0.000444791 0.000356022 0.000332847 0.000333461 0.000634335 0.00044053 0.000430636 0.000374453 0.000492838 0.000353524 0.000397961 0.000370818 0.00035518 0.000321519 0.000298797 0.00027116 0.000400888 0.000249271 0.00023878 0.000236351 0.000241181 0.000127358 0.000126838 7.81951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -0.26821999999999996 0.077065000000000008 0.10561500000000001 0.077685000000000018 -1.0000000180025095e-35 -0.26418499999999995 -0.23029999999999998 0.045635000000000002 -0.084019999999999984 0.10373000000000002 0.071660000000000015 -0.15168999999999996 -0.033649999999999992 -0.083899999999999988 -0.10023999999999998 -0.069794999999999982 0.086870000000000017 0.12381000000000002 -1.0000000180025095e-35 -0.079554999999999987 0.099015000000000006 0.10700500000000002
decision_type=2 2 2 2 2 2 2 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 7 15 8 -6 -10 20 12 -12 17 16 -7 -13 19 -19 -14 -11 23 -23 -8 -20 -15
right_child=1 2 -4 4 5 6 21 -9 9 10 11 14 13 25 -16 -17 -18 18 24 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00087744324462227176 0.00075732346570814941 -0.00066176908320106787 -0.00080529846127001695 -0.00073948672982574533 0.00089548495775376312 -0.000177260437480872 0.00017824711954463637 -0.00063706670379307388 0.00076624422208349332 0.0010650817375675479 -0.00062110835439147883 -0.00022443263357796477 -0.00010670379527716614 0.00099206380498412716 0.00026103051044597519 -0.0011576553110886534 -0.0012549050695102068 0.00050163596985190848 -0.00089461416378107503 0.00071858011533514239 0.00020097063647088871 0.00089873129501993497 3.3118851262909538e-05 -0.00048950644361556996 -0.00022814471045800135 0.00046666888458607919
leaf_weight=0.0012598015734703724 0.0014091129876070965 0.0014322712802794504 0.0013390198363241448 0.0010012742130148236 0.0017265195512195233 0.0011849071741742989 0.0010000038314128545 0.001226906991483089 0.0017998214734878904 0.0013310979102385467 0.0012539186425257224 0.0011100289162939703 0.0012753899673135227 0.0010498121488297651 0.0010244820335163496 0.0014692849458616394 0.0010971220010962393 0.0010106843475167762 0.0011179226120480975 0.0016411043344148907 0.0011855744924105238 0.0011543257595381454 0.0013926868386562319 0.0012731204848934752 0.0011218488693006123 0.0011796320761146006
leaf_count=592 113 63 460 263 179 34 76 69 108 50 184 72 195 152 23 183 53 49 535 60 19 30 31 91 163 63
internal_value=0 1.75736e-05 -1.56248e-05 1.95514e-05 5.36388e-05 8.23846e-05 -0.000170231 0.00017608 0.000228796 0.000161868 9.12278e-05 -1.95011e-05 0.00011474 0.000224632 -0.000420372 -0.000719979 -0.000736656 4.76927e-05 -0.000230447 0.000357681 0.000658009 0.000132486 0.000425421 -0.000195745 -0.000560795 0.00071407
internal_weight=0 0.0328079 0.0313988 0.0300597 0.0286275 0.0276262 0.00747433 0.0201519 0.018925 0.0171984 0.0153986 0.0128819 0.00965031 0.00839639 0.00323163 0.00265419 0.00220715 0.00616695 0.00325046 0.00291649 0.00251667 0.00482014 0.00254701 0.00227312 0.00223977 0.00222944
internal_count=3910 3318 3205 2745 2682 2419 445 1974 1905 1726 1618 1549 1401 1217 148 217 125 1002 747 255 69 228 61 167 698 215
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=15
num_cat=0
split_feature=1 12 12 159 0 16 15 151 52 4 4 151 16 12
split_gain=7.34779e-05 0.000131471 0.000255977 0.000115236 0.000114448 0.000177369 0.000137891 0.000203901 9.72878e-05 0.00012249 0.00020195 0.000143376 0.000103757 8.08041e-05
threshold=0.094385000000000011 0.099680000000000005 0.093125000000000013 0.073745000000000019 0.048950000000000007 0.064860000000000015 -0.0071449999999999994 -0.080994999999999998 -0.24456499999999998 0.053925000000000008 -0.012939999999999998 -0.0008699999999999999 -0.16268499999999997 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 -2 10 -10 -11 13 -13
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 11 -12 12 -14 -15
leaf_value=0.00071465419741087053 -0.0015058525631811805 -0.0024566655933602288 0.0025222621731771006 0.00231937532462152 0.00093714679157037677 -0.0031890232645277869 0.00082291276053917198 -0.0028583284192354253 -0.00049436638350754049 -0.0022478197701574121 0.0027379331877693128 0.0023850097747418354 -0.0012469343288766146 9.4100554906064929e-05
leaf_weight=0.0010214755256004182 0.0011683009073037995 0.0010342317672566029 0.0011645848911341905 0.0010174673667987808 0.0014641372293711097 0.0011019427941674903 0.0018648988309391762 0.0014537976389965837 0.0012649919492937478 0.0010325936745713147 0.0017042110655050022 0.0010073945748821636 0.0010477571942169427 0.0013578036402317473
leaf_count=213 183 349 337 254 68 242 1005 501 209 101 138 152 102 56
internal_value=0 -0.000399356 -0.000135723 0.000369156 -0.000583933 -0.000993162 -0.000435646 -0.00138386 0.00013797 0.000396978 0.00136085 -0.000246798 0.000358613 0.00106985
internal_weight=0 0.00910507 0.00807084 0.00960052 0.00690625 0.00544211 0.00434017 0.00247527 0.00858305 0.00741475 0.0029692 0.00444555 0.00341296 0.0023652
internal_count=3910 2715 2366 1195 2029 1961 1719 714 941 758 347 411 310 208
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=14
num_cat=0
split_feature=376 484 1 52 0 52 51 12 12 160 47 15 2
split_gain=7.86793e-05 0.000110665 0.000166417 0.000129015 0.000121875 0.000224568 0.000181763 0.000111459 0.000157436 0.000120696 0.000118437 0.000100297 0.000144789
threshold=0.088415000000000007 -0.0043499999999999988 0.13662500000000002 -0.021309999999999996 -0.15007499999999999 -0.088354999999999989 -0.093164999999999984 0.099370000000000014 -0.013124999999999998 -1.0000000180025095e-35 0.09252500000000001 -0.03231499999999999 0.10113500000000002
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 -5 -10 11 -11 -13
right_child=-2 2 -4 7 5 -7 -8 -9 9 10 -12 12 -14
leaf_value=-0.0016902172908018357 0.0014581446416861625 -0.00065816342243037109 0.0020900238161563247 -0.0019985679196919729 0.0020444472371513125 0.0032422594074789507 -0.00081500956545753583 -0.0018329168672696582 -0.0014588645456227241 0.002233859401850123 -0.0012012113290276081 0.0012786821799721662 -0.0013417231976526804
leaf_weight=0.0012426098136044386 0.0010683587315170667 0.001841382444313977 0.0011232117924457495 0.0013086516269370917 0.0011033026829353615 0.0010709230691414414 0.0018067203250285713 0.0016642452713510371 0.0012088387353080135 0.0012385170221790431 0.0010172749243058943 0.0018125496226455593 0.0010128235513802153
leaf_count=606 82 82 187 163 263 253 353 307 454 146 75 889 50
internal_value=0 -9.37043e-05 2.86913e-05 -0.000124791 0.000522717 0.00106893 0.000269122 -0.000531791 -0.000246821 0.000117635 0.000492693 0.000916713 0.000339334
internal_weight=0 0.0174511 0.0162084 0.0150852 0.00582233 0.00398095 0.00291002 0.0092629 0.00759866 0.00629 0.00508117 0.00406389 0.00282537
internal_count=3910 3828 3222 3035 951 869 616 2084 1777 1614 1160 1085 939
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=14
num_cat=0
split_feature=4 1 16 12 4 42 43 51 13 3 4 3 16
split_gain=7.13848e-05 0.000116989 0.000143589 0.000114176 0.000133883 0.000159982 0.000185151 0.000148469 0.000139788 0.000155359 0.000210222 0.000142627 0.000113739
threshold=0.24280000000000004 0.11235500000000002 -0.50909499999999996 0.098845000000000016 0.080255000000000007 0.091955000000000023 0.0033500000000000005 -0.082979999999999984 -0.084184999999999996 -0.015794999999999997 0.0057500000000000008 -0.084129999999999996 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 4 5 6 7 -1 -9 11 -11 -10 -2
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0015915481114319088 0.00091451062302293077 -6.10147370078602e-05 0.0027381956354407501 -0.0015483845382732609 -0.0017601135523892808 -0.0018982651640103427 0.0020617687702978735 -0.0012270917886414441 0.0004078124351295213 -0.0012010052165637919 0.0015660663302205411 0.0032657529192104229 -0.0016719645863825037
leaf_weight=0.0014043293001887612 0.0010875402440513326 0.0010229175939408721 0.0012605135706797443 0.0016937700418707827 0.0012149201551858732 0.0010335210290326477 0.001705420613567152 0.0013329366150584302 0.0010049464434791723 0.0018902479521290981 0.0015314992202390965 0.0011582283582571573 0.0010108349254549518
leaf_count=404 80 94 249 506 125 465 260 502 546 177 52 324 126
internal_value=0 0.000614725 0.00148422 -0.000197344 -1.09364e-05 0.000181188 0.000395512 5.4055e-05 0.000388113 0.00077361 3.74755e-05 0.00193804 -0.000331453
internal_weight=0 0.00438181 0.00228343 0.0139698 0.012276 0.0110611 0.0100276 0.00832219 0.00691786 0.00558492 0.00342175 0.00216317 0.00209838
internal_count=3910 549 343 3361 2855 2730 2265 2005 1601 1099 229 870 206
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=25
num_cat=0
split_feature=1213 1374 1456 133 14 46 3 48 0 51 4 1 484 475 3 48 13 52 4 4 47 12 42 151
split_gain=0.000410139 0.000391789 0.000341283 0.000343915 0.000298693 0.000306874 0.000499571 0.00055456 0.00048866 0.000341163 0.000357595 0.00062685 0.00027568 0.000333544 0.000179348 0.000242188 0.00035484 0.000413025 0.000396648 0.000570682 0.000455254 0.000252963 0.000204954 6.48879e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.083550000000000013 0.16699000000000003 0.11930500000000001 -0.23029999999999998 0.11463000000000002 0.28937500000000005 0.11235500000000002 0.085815000000000016 -0.0029899999999999996 0.090325000000000003 0.08593000000000002 0.24813000000000004 0.092885000000000009 -0.020179999999999997 0.05309500000000001 0.09252500000000001 0.084235000000000018 0.084685000000000024 -0.0095999999999999992
decision_type=2 2 2 2 2 2 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 12 -12 13 -10 15 16 17 18 21 -20 -21 -15 -17 -4
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 22 -18 -19 19 20 -22 -23 -24 -25
leaf_value=-0.00069738208638111187 -0.00061128679260119448 -0.00054952711437472796 0.00048267962179103372 -0.00059024085300067412 -0.00046875592003632822 -0.00051131651442746443 0.00080802296129081706 -0.00067264483283243444 -0.00066982387948467384 -0.00060875463947318836 -7.3051043547797505e-05 0.0011822995449705114 0.0005985634143000103 0.00072308630522919691 -0.00027138823354763345 9.518220065623128e-05 0.00063851735042452199 -0.00077360364036038558 -0.00093800211237693508 0.00058807486059079639 -0.00042554212796059411 4.6034338815597806e-06 0.00079609993790976535 0.00090312146139793624
leaf_weight=0.0012956315101584339 0.001466136553034402 0.0014136088194033327 0.0010697962058614507 0.0011490386250630471 0.0013391581186435455 0.0010942676102914098 0.0017206261318410401 0.0013087285280313212 0.0010112702531584342 0.0010033512258976742 0.0011875290157128396 0.0012756816434141768 0.0013904447329934891 0.0016143750710647595 0.0020362857889750794 0.0012240582471940717 0.0012960575786391546 0.0010917041636867297 0.0011741430017116611 0.0014167534410373106 0.0013266321623781607 0.0014277237619485655 0.0013635499376718208 0.0012088911855840856
leaf_count=592 68 332 39 435 81 44 158 90 299 108 56 182 148 60 40 134 44 197 177 108 45 353 95 25
internal_value=0 1.64129e-05 4.69432e-05 7.62914e-05 0.000104059 0.000133291 0.00016134 0.000113844 0.00016038 9.77431e-05 0.000135376 0.000577087 6.89237e-05 1.97709e-05 6.96852e-05 0.000127877 3.46818e-05 -6.25202e-05 4.90221e-05 -0.000212565 9.79152e-05 0.000385887 0.000464533 0.000705733
internal_weight=0 0.0316098 0.0301437 0.0287301 0.027581 0.0262419 0.0251476 0.023427 0.0221182 0.0198396 0.0188362 0.00246321 0.016373 0.0149826 0.0139713 0.011935 0.00934739 0.00805133 0.00695963 0.00391753 0.00274339 0.0030421 0.00258761 0.00227869
internal_count=3910 3318 3250 2918 2483 2402 2358 2200 2110 2046 1938 238 1700 1552 1253 1213 984 940 743 330 153 413 229 64
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=15
num_cat=0
split_feature=39 3 48 2 457 52 13 4 1 52 0 2 123 150
split_gain=7.33601e-05 0.000151503 0.000131933 0.000180779 0.000143826 0.000102671 0.000171113 0.000144738 0.000175526 0.000187928 0.000152969 0.000125057 5.08739e-05 1.08068e-05
threshold=0.005105000000000001 -0.013944999999999997 0.12649500000000002 0.11542500000000001 0.082870000000000013 0.11401500000000002 -0.10241499999999999 0.05309500000000001 0.087720000000000006 -0.082174999999999984 -0.11524 0.097940000000000013 0.083190000000000014 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 11 8 9 -8 -9 -1 -3 -6
right_child=1 12 -4 -5 13 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.00035256056038377272 0.002035661571525996 0.00061783292804147799 -0.0016936820283677252 0.0014371518794098004 0.00058929442800007513 -0.0018200444859601845 0.00081579503488713465 -0.0012587880944999338 -0.0025873899608504819 -0.0015566215191841386 0.00096044283646181826 0.0018565778661284 -0.00082542033465086778 0.0012692833917804412
leaf_weight=0.0010160838961755679 0.001096842316392739 0.0010701250127217168 0.0010912785940276068 0.0016303967127963845 0.0010131366267062689 0.0010291695602969867 0.00125859648607977 0.0010398342863283672 0.001307388200358639 0.0016845345996289954 0.00188462884165852 0.0012126690574589816 0.0010381010208004304 0.0010038878157851983
leaf_count=130 180 106 98 339 121 474 316 62 527 1042 211 49 173 82
internal_value=0 0.000635583 -0.000137813 -1.72277e-05 -0.000207688 -0.000427202 -0.000274765 -0.000623974 -0.00117119 -0.000542085 0.000171364 0.000849436 -9.28322e-05 0.00092773
internal_weight=0 0.00320507 0.0151716 0.0140803 0.0124499 0.0104329 0.00940374 0.00717498 0.00425052 0.00294313 0.00292446 0.00222875 0.00210823 0.00201702
internal_count=3910 459 3451 3353 3014 2811 2337 2158 1885 1358 273 179 279 203
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=27
num_cat=0
split_feature=31 1429 4 457 457 1213 1374 150 4 1 484 2 49 42 38 1 3 1 13 13 16 2 49 16 15 4
split_gain=0.000617474 0.000511617 0.000543715 0.000439341 0.000828783 0.000447972 0.000428544 0.000605779 0.000594242 0.000571776 0.000429298 0.000375973 0.000342812 0.000455986 0.000456152 0.000303674 0.000300526 0.000293928 0.000256541 0.000218336 0.000325614 0.000189228 0.000180447 0.000169724 0.000126183 0.000108412
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 0.40812500000000007 0.085835000000000009 -0.0043499999999999988 -1.0000000180025095e-35 -0.0019649999999999997 0.10138000000000001 0.089560000000000015 1.0000000180025095e-35 0.092005000000000017 0.10801000000000001 -0.0082649999999999998 -0.074599999999999986 0.011450000000000002 0.097940000000000013 0.073145000000000016 -0.12467499999999999 -0.091024999999999981 -0.04133499999999999
decision_type=2 2 2 2 2 2 2 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 10 9 -9 -8 -12 17 14 15 19 18 -13 23 21 -21 -14 -18 -17 -11 -20
right_child=1 2 -4 4 5 6 7 8 -10 24 11 12 13 -15 -16 16 22 -19 25 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00079663932791504887 -0.0009054994241580026 0.00076866231896552731 0.00086593393350133888 -0.0010056942506250898 -0.00074221609585949859 -0.0006758916685390791 -0.00076576689274361913 -3.1396197909398195e-06 -0.00039037453474453552 0.0011764602008650104 -0.0006343873827100539 -0.00090219664553041143 -0.00014029961891099058 -0.00061438350927105656 -0.00063381825103638371 0.00064298535246632511 -0.00021135820504102857 3.7749908720920994e-05 0.00054404360947739154 -0.00059783542124372253 0.0001744504876780535 0.00048758317624334689 0.00043845381310770855 -3.372957616091975e-05 0.00064502183119525755 0.0010638445097187492
leaf_weight=0.001422844462579175 0.0010230329246205807 0.0010013289229986446 0.0010542745655687516 0.0013920805621015489 0.00128247728352572 0.0013430638614559945 0.0012244845670163406 0.0014745081121509953 0.0011245743725034618 0.0016339231312114677 0.0013756732012453121 0.0010440956407062876 0.0011772927815382689 0.0012773897144422166 0.0010445677776442794 0.0010476193011446783 0.0016013801973288611 0.0010138773073435914 0.0010715122138383326 0.0016312435009081519 0.0017493195254467686 0.0020077657144569327 0.0011248471392448778 0.0012649558678607953 0.001196758552568733 0.0014734918734466973
leaf_count=113 179 50 167 248 587 62 406 87 46 62 92 89 189 228 45 57 59 32 112 399 121 62 51 205 118 44
internal_value=0 -3.96335e-05 -1.24884e-05 -4.18156e-05 -6.8357e-05 -2.36472e-05 9.38048e-06 4.40337e-05 0.000414483 0.000624723 -5.11627e-05 -7.20288e-06 3.93611e-05 9.91442e-05 0.000159132 0.000217671 0.000387165 -0.000439124 0.000572601 2.18918e-05 -0.000198205 0.000255499 5.67556e-05 0.000272829 0.000951778 0.000844995
internal_weight=0 0.0336555 0.0326325 0.0315782 0.0305769 0.0291848 0.0279023 0.0265593 0.00542976 0.00430519 0.0211295 0.019905 0.0185294 0.0164714 0.015194 0.0141494 0.00758381 0.00205797 0.00485758 0.00656562 0.00338056 0.00318506 0.00272623 0.00231258 0.00283068 0.002545
internal_count=3910 3797 3618 3451 3401 3153 2566 2504 313 267 2191 1785 1693 1572 1344 1299 528 121 418 771 520 251 110 262 180 156
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=28
num_cat=0
split_feature=1213 52 1456 453 1374 133 0 38 124 48 0 132 0 52 52 1 0 15 42 13 2 12 4 2 43 4 16
split_gain=0.000587484 0.000488502 0.000499902 0.000491493 0.000514036 0.000566929 0.000471279 0.000379108 0.000461865 0.000359684 0.00033242 0.000501442 0.000412533 0.000289025 0.000378951 0.000265711 0.000277861 0.000272402 0.000264693 0.00028547 0.000465655 0.000305417 0.000306611 0.000303743 0.000203121 0.000123139 0.000369938
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -0.23029999999999998 0.084445000000000006 -0.048219999999999992 0.086665000000000006 -0.074514999999999984 0.080815000000000012 -0.083934999999999996 1.0000000180025095e-35 0.084240000000000023 0.11327500000000001 -0.14867499999999997 -0.10981499999999998 0.09857500000000001 -0.088854999999999976 0.093655000000000002 1.0000000180025095e-35 -0.010394999999999998 0.11635500000000001 -0.080894999999999981 0.0021050000000000005 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 24 -6 12 18 13 15 -15 16 -10 -17 19 -12 21 -21 -23 -22 -8 -18 -27
right_child=1 2 3 -5 5 -7 7 -9 10 -11 11 -13 -14 14 -16 17 25 -19 -20 20 23 22 -24 -25 -26 26 -28
leaf_value=-0.0009623847410995932 -0.00098179642738575163 -0.00081815221880609905 -0.00068587466780140071 -0.0008944232903348487 0.0014594014544123911 -0.00076430478584845721 0.00043552721806051735 -0.0006474458307439121 -0.00078867640361217741 0.00033761187754308017 0.00061400550966311535 0.00127901802916274 -0.00092489861267083307 0.0010979903320972007 -2.0133742513999394e-05 -0.00024116907160803253 -0.00039510715579505704 0.00080813795359291763 0.00086573482494339967 0.00090425575392487475 -0.0010885792679934505 0.00059762843458474602 -0.00041374439209874655 5.4508103290897398e-06 0.001265728049366188 -0.00042740804910748067 0.00081714421250268462
leaf_weight=0.0013632266181328309 0.0010178861774910444 0.001362886132207918 0.0015978968364951376 0.0010594666518928255 0.0011295895160863189 0.0013408343672475223 0.0015328109921226019 0.0012118510817789021 0.0016702012013034492 0.001430502133487721 0.0019329674434551709 0.001086143497004032 0.0010662041177509898 0.0011728399262534994 0.001559235188081029 0.0010096433456517062 0.0013932455498371216 0.0011905842257469157 0.0011919914874416191 0.0011718818312616164 0.0012028124074969782 0.0011163303695926885 0.0016262465631804446 0.0010492789430998073 0.0011309796085583667 0.001091376520117926 0.001020673993988197
leaf_count=592 345 285 68 81 50 416 111 72 63 31 59 72 373 83 259 51 278 51 68 38 96 38 37 62 126 72 33
internal_value=0 3.23071e-05 6.32603e-05 0.000100817 0.000134912 0.000179631 0.000224853 0.000163666 0.000204257 0.000832579 0.000132105 0.000323613 -4.57535e-05 4.69816e-05 0.000459861 -0.000105955 -0.000289857 0.000326631 0.00021193 0.00011571 -4.04855e-05 0.000269253 -2.0782e-06 -0.000578856 0.00078801 -5.21801e-05 0.000174037
internal_weight=0 0.0343664 0.0333485 0.0319856 0.0309261 0.0293282 0.0279874 0.0254273 0.0242154 0.00256009 0.0215517 0.0103777 0.011174 0.0101078 0.00273208 0.00737572 0.0051755 0.00220023 0.00929151 0.00809952 0.00616655 0.00391446 0.00274258 0.00225209 0.00266379 0.0035053 0.00211205
internal_count=3910 3318 2973 2688 2607 2539 2123 2042 1970 81 1733 470 1263 890 342 548 446 102 398 330 271 113 75 158 237 383 105
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=15
num_cat=0
split_feature=1 0 52 133 160 474 0 0 2 15 16 43 16 12
split_gain=7.46948e-05 0.000164612 9.65407e-05 0.000133703 0.00014405 0.000226931 0.000120755 0.000278726 0.000166805 0.00013815 0.000105512 8.48427e-05 6.82475e-05 0.000127201
threshold=0.076710000000000014 -0.089879999999999974 -0.27466499999999994 -0.0047949999999999989 -1.0000000180025095e-35 0.084655000000000022 -0.15713499999999997 -0.10575999999999998 0.11230000000000001 -0.033649999999999992 -0.061204999999999989 -0.18906999999999999 -0.083564999999999987 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 8 -8 -6 10 -9 -3 -13 -14
right_child=2 11 3 4 6 -7 7 9 -10 -11 -12 12 13 -15
leaf_value=-0.0016936476433467955 -0.00099226813156645362 0.00098507683994946316 0.0015384649259643547 -0.0015300131956873125 0.00049526776848290055 0.00085543020082531798 0.002436966578197022 0.0015654308588814718 -0.0015337924819577825 -0.00087085631103717056 -0.00015497757445686661 0.00055348760684206561 -0.0014574149511977618 0.00037654468634722784
leaf_weight=0.0012339527917722059 0.0010713613928612373 0.0010408784286335395 0.0012277382455589967 0.001779160601708853 0.0018146425308667186 0.0010293439919616398 0.0012619488774417448 0.0013107508918106595 0.0010433613547886078 0.0012303251151954894 0.0010496724419155629 0.001024305609017089 0.0014650006932837249 0.0010700566982856513
leaf_count=481 208 106 317 329 92 151 147 183 80 297 98 372 650 399
internal_value=0 -0.000382193 0.000169733 0.000275711 0.00012833 -0.000655725 0.00041391 0.000802256 -0.000245474 0.000227746 0.000800371 -3.04123e-05 -0.000327376 -0.000683294
internal_weight=0 0.00583419 0.0128183 0.0117469 0.0105192 0.0028085 0.0077107 0.0048527 0.002858 0.00359075 0.00236042 0.00460024 0.00355936 0.00253506
internal_count=3910 2008 1902 1694 1377 480 897 725 172 578 281 1527 1421 1049
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=14
num_cat=0
split_feature=14 124 484 15 160 160 133 16 0 2 12 47 12
split_gain=7.9445e-05 8.7926e-05 0.000129654 9.2084e-05 0.000123002 0.000116338 0.000131956 8.99822e-05 0.000147544 0.000146784 0.000209221 0.000205924 0.000131587
threshold=0.05884000000000001 -0.061329999999999989 -0.0043499999999999988 -0.26361999999999991 0.090735000000000024 0.084100000000000022 1.0000000180025095e-35 -0.38486499999999996 -0.13027499999999997 0.11085000000000002 0.090385000000000007 0.092255000000000018 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 10 11 -10 -12
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 12 -13 -14
leaf_value=0.0012336568918598204 -0.0014841619735098141 -0.0018350367586830029 0.0015576399067951604 -0.0009362016849592781 -0.0015538444351356556 0.001760148680476531 -0.0013730736255093562 0.0020817075038174651 -0.0030683400509589481 0.0019517316211771901 0.0022184410618840845 0.00018434126080096581 -0.00025458159266256262
leaf_weight=0.0017667036725124005 0.0010141733669672406 0.0011156584805041029 0.001164839464944928 0.0015984972819192431 0.0014171179086294736 0.0011852798946017104 0.001818093175970815 0.001395321411751472 0.0011762174020852421 0.001062302680213123 0.0010898783136790574 0.0011305520664727092 0.0015344003639572723
leaf_count=301 141 566 193 153 182 72 838 104 690 164 260 61 185
internal_value=0 8.26465e-05 -4.69732e-05 8.99194e-05 -3.75942e-05 0.000141606 -3.59397e-05 0.000234561 0.000487849 0.00011678 -0.000278526 -0.00147419 0.000772479
internal_weight=0 0.0174549 0.0156882 0.0145725 0.0134077 0.0119905 0.0108053 0.00898717 0.00738867 0.00599335 0.00493105 0.00230677 0.00262428
internal_count=3910 3769 3468 2902 2709 2527 2455 1617 1464 1360 1196 751 445
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=26
num_cat=0
split_feature=1213 1456 453 1374 0 39 43 42 123 148 49 49 9 3 42 16 48 51 47 12 16 13 1 16 1
split_gain=0.000484377 0.000455801 0.000488795 0.000443577 0.000599567 0.000398992 0.000655973 0.000518122 0.000638778 0.000389153 0.000315497 0.000505988 0.000723637 0.000488518 0.000421349 0.000712604 0.00029943 0.000288849 0.000309601 0.000313477 0.000329615 0.00053102 0.000572114 0.000367705 0.000145808
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.16168500000000002 0.24789500000000006 -0.10770999999999999 0.088120000000000018 -0.080629999999999993 -0.084934999999999997 -0.029304999999999998 0.081505000000000008 -0.0026499999999999996 0.091955000000000023 0.41476000000000007 0.086665000000000006 -0.07174999999999998 0.11069000000000002 -0.062539999999999984 -1.0000000180025095e-35 -0.083924999999999986 0.095575000000000007 0.18126 0.10004000000000002
decision_type=2 2 2 2 2 2 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 16 6 7 -6 9 -9 13 24 14 -11 17 -16 -5 -13 19 -19 21 -21 -23 -22 -12
right_child=1 2 -4 4 5 -7 -8 8 -10 10 11 12 -14 -15 15 -17 -18 18 -20 20 23 22 -24 -25 -26
leaf_value=-0.00081294513562807868 -0.00070925380965736467 -0.00067469515393031674 -0.0008515993801798805 0.001369184980311044 -0.00069338822507319551 0.00093405291112474628 -0.00099406422952679927 -0.00068521305001552249 0.0011882144596974335 0.00013397366268337352 0.00049082056621788713 -0.00022414466493859663 -0.00080658948331975349 -0.001041597514135399 -0.00080407318767889032 0.00064252667939018976 0.00038823718193645602 -0.0004011739200963207 0.0010783273270395665 0.00073968674224881333 0.0011919162438354897 -0.00079626485182761678 0.00044311899628422921 0.00028253988434543521 0.0012333060014892228
leaf_weight=0.0013929194230545274 0.0015636362031900544 0.0013980092765626386 0.0011034147422384058 0.0010227135358302731 0.0015686299611730034 0.0010155936901075071 0.001151512504478521 0.0012101335483549738 0.0010829406225107687 0.0019194065323173692 0.0010720388638105751 0.0016427011022421565 0.0015124668080086492 0.001084993333176242 0.0018199160162343251 0.0010547185518949842 0.0015126989049036865 0.0010458140484867979 0.001194904107219231 0.0019693373855738331 0.0017578348482873056 0.0015202638295654077 0.0014055870549207761 0.0017299839345339407 0.0010046698066670245
leaf_count=592 332 68 91 50 150 34 208 77 153 139 71 260 91 45 381 57 32 101 42 201 110 407 50 96 72
internal_value=0 2.9388e-05 6.46001e-05 9.64944e-05 0.000132078 7.25497e-05 3.98392e-05 8.63518e-05 0.000137256 8.76537e-05 0.000130685 0.000198255 0.00011698 -0.000290566 0.000209237 -0.000273308 0.000783924 0.000322321 0.000406819 0.000321719 0.000411903 0.000177522 -0.000200861 0.000740859 0.00085002
internal_weight=0 0.0343639 0.0328003 0.0316969 0.0302989 0.0277634 0.0267479 0.0255963 0.0240277 0.0229448 0.0217346 0.0187302 0.0166535 0.0030044 0.0151411 0.00287463 0.00253541 0.0122664 0.0106237 0.00942882 0.00838301 0.00489519 0.00292585 0.00348782 0.00207671
internal_count=3910 3318 2986 2895 2827 2745 2711 2503 2353 2200 2123 1939 1796 184 1705 438 82 1267 1007 965 864 658 457 206 143
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=15
num_cat=0
split_feature=124 12 12 131 132 52 47 0 51 48 51 16 1 16
split_gain=7.74304e-05 0.000131586 0.00010272 0.00015075 0.000175847 0.000157265 0.000166093 0.000189744 0.000134126 0.000196676 0.000196576 0.000132415 0.000129898 0.000121798
threshold=0.10143000000000002 0.11655500000000001 0.10333000000000002 0.08956500000000002 0.080815000000000012 -0.092854999999999979 0.09252500000000001 0.12500000000000003 -0.07742499999999998 0.086935000000000012 0.083165000000000017 -0.092424999999999993 0.094890000000000016 -0.10808
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 -7 10 12 -11 13 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0016398023787094419 0.0013575044933323344 -0.0016104615692584482 0.0015214834024810196 -0.0018891209268401615 0.0020452991404639399 -0.0010026325941638525 -0.001321889561107533 -0.0012888557554461453 0.0026821181103668596 -0.0016478312284236359 -0.00034491103703539563 0.00078363519263835153 0.0032790289572310807 0.00039986875119442687
leaf_weight=0.0014632811554460617 0.0010004007221655056 0.0013146399912374518 0.0011073698931364844 0.0010644741450541147 0.0010570674624099672 0.0010677658383962578 0.0017389655388740021 0.00148815553927062 0.0010002935287553114 0.0010313264897888891 0.001155875021258114 0.0012552949811730219 0.0013444406121705457 0.0014449898330657672
leaf_count=546 55 180 266 468 194 216 187 59 168 77 186 124 245 939
internal_value=0 -8.06038e-05 4.33974e-05 -6.49136e-05 7.33194e-05 -8.71466e-05 0.000109952 0.000364333 0.000660743 0.000906325 0.00147009 -0.00031302 0.00202368 0.00133347
internal_weight=0 0.0175339 0.0162193 0.0151119 0.0140475 0.0129904 0.0115271 0.00978814 0.00829999 0.00723222 0.0049456 0.00228662 0.00378972 0.00244528
internal_count=3910 3855 3675 3409 2941 2747 2201 2014 1955 1739 1538 201 1352 1107
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=15
num_cat=0
split_feature=39 3 48 2 457 4 42 0 42 43 0 3 15 151
split_gain=7.18341e-05 0.000139326 9.81876e-05 0.000143167 0.000124483 0.000102456 0.000181387 0.000174145 0.000129907 0.000105291 0.00015215 8.9642e-05 6.23714e-05 2.11355e-05
threshold=0.005105000000000001 -0.013944999999999997 0.12649500000000002 0.11462500000000002 0.082870000000000013 0.074650000000000008 0.091955000000000023 -0.11756999999999999 0.08401500000000002 0.0050750000000000005 -0.10131499999999999 -0.115685 -0.031229999999999997 -0.08341999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -7 9 10 -1 -9 -3 -6
right_child=1 12 -4 -5 13 7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.00042358555532762181 0.0022944579267330074 0.00080269527118880684 -0.0017492620597907042 0.0014041412009581909 0.00042809708390833889 -0.0013514334839135631 -0.0029739437286757189 8.4461507854753006e-05 0.0010808671003486869 0.00027583704166261343 -0.0028605803444657647 0.002288298908302231 -0.0010679873360385449 0.0015376063884513368
leaf_weight=0.0017245155346968122 0.0011117820091056177 0.0011126998147364987 0.0010696186215059253 0.0017787189941718554 0.0010194272678777372 0.0012442183895101655 0.0010377863431148271 0.0010810541104575577 0.0012121157102816665 0.0014666833552044248 0.0013549402120616501 0.0011057874173897864 0.0010043610742993528 0.0010146293876456278
leaf_count=157 180 235 98 358 127 85 497 45 748 232 893 135 44 76
internal_value=0 0.000734458 -0.000159818 -3.87271e-05 -0.000248043 -0.000492594 -0.000879631 0.000274026 -0.000502182 -0.000924263 -0.00149585 0.00119884 -8.47808e-05 0.000981543
internal_weight=0 0.00322884 0.0151095 0.0140399 0.0122612 0.0102271 0.00679604 0.00343106 0.00575825 0.00454614 0.00307946 0.00218684 0.00211706 0.00203406
internal_count=3910 459 3451 3353 2995 2792 2527 265 2030 1282 1050 180 279 203
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=15
num_cat=0
split_feature=1 0 0 2 52 52 133 43 15 15 0 457 16 3
split_gain=6.35922e-05 0.00016582 8.22187e-05 0.000189179 8.10547e-05 0.000126805 0.000106038 0.00013183 0.000111301 0.000306534 0.00010041 0.000116606 0.000160299 7.80757e-05
threshold=0.076710000000000014 -0.089879999999999974 0.18055000000000002 0.10113500000000002 -0.27466499999999994 -0.098644999999999983 -0.036599999999999987 -0.14005499999999999 -0.0089749999999999986 -0.074174999999999977 -0.10462499999999998 0.041935000000000007 -0.114825 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 -2 -6 -7 -8 9 10 11 12 -9 -3
right_child=4 2 -4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0022667387448464249 -0.0012327963096579421 -0.00065672771237043929 0.0012748718226642164 -0.0023953029390625744 0.0021116702752820519 0.0018119376769601102 -0.0018473446191009616 0.00042177492270646872 0.0013464800175787858 -0.0027118117629997582 0.0014630146977833525 0.0013765213558894192 -0.002442991968369473 0.0013350891829751221
leaf_weight=0.0012101925854667876 0.0010493213985831593 0.0010752640193848811 0.00112749872197071 0.0010083878133111956 0.0010916957636608613 0.0010374552361547837 0.0010411911751679907 0.0013552644621319249 0.0019436976659678827 0.0011297321356785739 0.0017823932139549182 0.0010524982059042509 0.0010093391018671273 0.0012728073197849363
leaf_count=481 208 651 28 328 186 247 126 114 426 171 284 58 82 520
internal_value=0 -0.00047909 3.38488e-06 -0.000423732 0.000214836 0.000347581 0.000161537 -2.22938e-05 0.000207398 -0.000142412 0.00041586 -0.000130346 -0.000801061 0.000422967
internal_weight=0 0.00569415 0.00448396 0.00335646 0.0124926 0.0114433 0.0103516 0.00931412 0.00827292 0.00632923 0.00519949 0.0034171 0.0023646 0.00234807
internal_count=3910 2008 1527 1499 1902 1694 1508 1261 1135 709 538 254 196 1171
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=26
num_cat=0
split_feature=1213 1374 1456 453 0 31 1 11 133 4 42 474 13 15 2 48 49 15 4 48 4 15 47 12 2
split_gain=0.000438945 0.000428155 0.000345081 0.000420891 0.000533995 0.000393721 0.000408041 0.000461657 0.000539408 0.000620632 0.000525 0.000618498 0.000712203 0.000453065 0.000407523 0.000367742 0.000347159 0.000335582 0.000387798 0.000322722 0.000305942 0.00033383 0.000261674 0.00014973 4.40117e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.11368000000000002 0.080455000000000013 0.10681500000000001 -0.076854999999999993 0.085195000000000007 0.084655000000000022 -0.10241499999999999 -0.088734999999999994 0.11085000000000002 0.086665000000000006 -0.029304999999999998 -0.43091499999999999 0.25367000000000006 0.082070000000000018 -0.49269499999999994 0.079360000000000014 0.13069500000000003 0.081660000000000024 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 15 -6 7 8 9 14 11 12 -11 -12 20 -4 -8 -18 22 24 -7 23 -19 -22 -14
right_child=1 2 3 -5 5 6 16 -9 -10 10 13 -13 19 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00090794722174342439 -0.00078666221685001964 -0.00072268674892644457 0.0015085439875245064 -0.00087870030583012582 0.00094625760575447354 -0.00049738862945374832 0.0009824160882897406 -0.00084126752485560411 -0.0010772427616095902 0.000236562088140435 0.001089068379212026 0.00063161163047592615 -0.0015461849007019838 -0.00021968256655410383 0.0012314328648826453 0.00029213739697696371 -0.00057846591720773729 -0.00051542433574875085 0.00099403987791688302 -0.00034649919582898086 0.0010160385395467895 -0.00024252073836818084 0.00039723280424343923 0.00029506697961487487 -0.0011404728705746874
leaf_weight=0.0012849884325206165 0.001525092417939077 0.0013155763697582082 0.0010432893016654133 0.0010425763098611531 0.0011402755947296219 0.0010902632284608416 0.001521628711777856 0.0018410758828142351 0.0010844327943967383 0.0014447478827292982 0.0011542196849618491 0.0010283809151198919 0.0013012213095534879 0.0013981729604970461 0.0011964638425183693 0.0013797230246836989 0.0011920753824308794 0.001248099211100139 0.0014797391233372301 0.0011033169885104055 0.001662303129364765 0.0012463069020439838 0.0018851639315027313 0.0011754016124996269 0.0012560871123403761
leaf_count=592 68 332 50 91 110 83 106 173 390 38 152 96 202 326 26 32 121 75 108 154 40 306 40 19 180
internal_value=0 1.32215e-05 5.22825e-05 8.63635e-05 0.000121212 5.75725e-05 1.75337e-05 -0.000107772 -2.411e-05 5.17392e-05 -0.000217079 -0.00046227 -0.000682612 0.000372149 0.000418258 0.000815892 0.00032508 0.000152779 0.000341744 -0.00104538 0.000230225 0.000424468 3.36864e-05 0.000717406 -0.00134691
internal_weight=0 0.0327556 0.0312305 0.029915 0.0288724 0.0264494 0.0253091 0.0179824 0.0161413 0.0150569 0.00868615 0.00613375 0.00510537 0.00255239 0.00637074 0.00242301 0.00732671 0.00580508 0.004613 0.00366063 0.00517427 0.00408401 0.00313326 0.0028377 0.00255731
internal_count=3910 3318 3250 2918 2827 2745 2635 2185 2012 1622 1148 670 574 478 474 82 450 344 223 536 448 365 115 59 382
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=26
num_cat=0
split_feature=1213 1374 1456 14 38 11 124 48 457 150 15 133 159 13 132 2 2 4 2 12 12 3 0 43 12
split_gain=0.00066821 0.000494415 0.000475165 0.00043186 0.000425179 0.000365039 0.000391683 0.00031605 0.000415182 0.000389509 0.000392023 0.000332554 0.000361099 0.000316308 0.000248193 0.000249337 0.000692642 0.000271792 0.000213551 0.000211227 0.000460577 0.00024645 0.000173105 0.00017029 6.82292e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 0.10386000000000002 0.088315000000000018 -0.048219999999999992 -0.09386499999999999 -0.0034949999999999994 0.083205000000000015 -0.083119999999999986 0.10599500000000002 0.10519500000000001 -0.10241499999999999 0.079995000000000011 0.088055000000000008 0.10251500000000001 -0.084009999999999987 0.097940000000000013 0.097345000000000015 1.0000000180025095e-35 0.045635000000000002 -0.11756999999999999 -0.080894999999999981 0.092870000000000022
decision_type=2 2 2 2 2 2 2 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 -8 -9 11 -11 12 13 18 15 17 -17 -15 -10 20 21 -19 -18 -4 -20
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 -13 -14 14 -16 16 22 19 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.0010958765983433666 -0.00090521902645680731 -0.00084204631915971758 0.00042807242422322192 -0.00072288667851486035 -0.00087428631181875284 -0.00055567583605950087 -0.0006421272525466465 -0.00067379588378699664 0.00021858559841047651 0.0012395168398427671 8.5584798194057371e-05 -0.00072381627763815515 -0.0006635565476083978 0.0010287095343364636 0.00083235099458997671 -0.0011043325752987769 -0.00016255937326627826 -0.0001711499840678717 0.0013336798475713913 0.00064999344557088181 -0.00083342503882223801 0.00088619898453974643 0.00059110509832633977 0.0012474729722485836 0.00074964153433046746
leaf_weight=0.0014579820784935823 0.0014389226682709469 0.0014452120922156244 0.0013735269227952152 0.0015566788010095136 0.0010169030448654573 0.0016209910378108807 0.0011918819227565427 0.0012996215102185618 0.0013314603449732136 0.0019183046393846936 0.0012634439275283063 0.0010154230629985375 0.0011058981225782185 0.0010857347877540804 0.0012915057134053063 0.0014781458139394021 0.0015149969197878477 0.0011233963230180746 0.0010446473152859737 0.0014947267419864463 0.0013014836298471943 0.0011585786363070838 0.0016443503105843804 0.001256575387850018 0.0010256869576847905
leaf_count=592 68 332 116 90 52 121 50 228 68 85 128 401 165 116 89 298 60 39 56 45 346 16 185 149 15
internal_value=0 1.68717e-05 5.89139e-05 0.000102152 0.000147126 0.00018484 0.000231152 0.000164703 0.000208221 0.000263337 0.000781301 0.000169784 0.000224444 0.000287823 0.000165929 8.62465e-05 -0.000195506 0.000298226 0.000721137 0.000142046 -6.98284e-05 0.000365675 0.000229702 0.000819555 0.00104434
internal_weight=0 0.0329981 0.0315592 0.030114 0.0285573 0.0275404 0.0259194 0.0232893 0.0220974 0.0207978 0.00318175 0.017616 0.0166006 0.0154947 0.0120929 0.0108014 0.00463749 0.00616392 0.00340179 0.00507819 0.00358346 0.00228197 0.00315935 0.0026301 0.00207033
internal_count=3910 3318 3250 2918 2828 2776 2655 2390 2340 2112 213 1899 1498 1333 1194 1105 543 562 139 446 401 55 245 265 71
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=14
num_cat=0
split_feature=14 1 376 150 484 12 3 47 4 52 151 52 0
split_gain=6.89711e-05 7.15807e-05 0.000114294 0.00011349 0.000156586 0.000108692 0.000139561 0.000150227 0.000197866 0.000133146 9.54755e-05 8.27405e-05 7.94637e-05
threshold=0.05884000000000001 0.12730000000000002 0.048375000000000008 0.083205000000000015 0.084225000000000008 0.098845000000000016 -0.100615 0.09252500000000001 0.05309500000000001 0.071660000000000015 -0.07299499999999999 0.082665000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 11 8 9 -8 -5 -1 -3
right_child=-2 12 -4 10 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00049942697512751809 -0.0015506437702607558 0.0021521895958268892 0.0016166748563177281 0.0018211873633380237 0.0012340846757800188 -0.0024348214546883141 -0.0026163868707198452 -0.0030044618109746541 0.0014811901893685702 0.00012833870865353584 -0.00025110158078648715 0.0019481348765339487 -4.4310544741629457e-05
leaf_weight=0.0010076888998420417 0.0010258138535163266 0.001233060988115672 0.0013629581605314476 0.0015922487990092937 0.0015421808533330342 0.001421759448812128 0.0015850293540206123 0.0012157404447905445 0.0012458705150318605 0.0011423029123556333 0.0017562143253556104 0.001069352312653038 0.0012416412514705275
leaf_count=159 141 189 142 207 286 449 812 206 232 716 173 49 149
internal_value=0 8.46761e-05 -7.52302e-05 -0.000245059 -0.000565624 -0.000885095 -0.000581855 -0.00111925 -0.000542403 -0.0014668 0.000734306 0.000760686 0.00105013
internal_weight=0 0.017416 0.0149413 0.0135784 0.0102299 0.00868774 0.00726598 0.00518894 0.0039732 0.00272733 0.00334846 0.00207704 0.0024747
internal_count=3910 3769 3431 3289 2909 2623 2174 1966 1760 1528 380 208 338
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=27
num_cat=0
split_feature=1213 1456 1374 133 46 13 1374 0 16 16 3 12 12 1 52 1 43 3 15 2 13 475 48 16 2 3
split_gain=0.000538813 0.000566132 0.00044248 0.000377682 0.000395684 0.000416556 0.000335443 0.000472163 0.000328174 0.000545266 0.000285843 0.000347439 0.000253215 0.000496783 0.000242807 0.000304847 0.000269249 0.000240296 0.00034653 0.000236901 0.000222218 0.000218482 0.000248398 0.000216881 0.000524049 9.19317e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.081930000000000017 -0.45122499999999993 0.084470000000000003 -0.23029999999999998 -0.15168999999999996 0.0015250000000000001 0.045635000000000002 0.084100000000000022 0.11742500000000002 0.11561500000000001 0.086040000000000019 0.10688500000000002 0.088185000000000013 0.090325000000000003 -0.017214999999999998 0.10869000000000002 -0.0019849999999999994 -1.0000000180025095e-35 0.086870000000000017 0.51388000000000011 0.096540000000000015 -0.080244999999999997
decision_type=2 2 2 2 2 2 2 2 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 19 12 10 11 20 13 14 15 16 25 21 -19 -7 -10 -11 23 24 -23 -9
right_child=1 2 3 -5 -6 6 -8 8 9 17 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0010121362799443152 -0.00095294299841588775 -0.0007805693378468635 0.00098655037428094878 -0.00078323290920445773 -0.00076214606686047669 0.0012844101517025782 -0.0007968486964241452 0.0014271513764628548 0.00052428590195103663 -0.00029993838212413867 -0.0010611166188642896 -0.00085145650732141524 -0.00026769669298277391 0.0014334124729511203 -0.00042414718261787594 -0.0002296772671104035 5.6996791213249013e-05 -0.00089119194179879038 0.00033142100258202437 0.00025701304379411298 -0.00031821697832849262 -0.00074320901340327035 0.00098865553153530466 0.00078913714679395273 0.00072880811224705102 0.00072875096698415173
leaf_weight=0.0014206256618186633 0.0015418730404594674 0.001589029282131448 0.001634664765431725 0.0012331360958561235 0.001246227138643973 0.0014327045946265137 0.0010040126488716208 0.001029172008367718 0.0015784661686366608 0.0011053453908940192 0.0014064335396284378 0.0016092570708474002 0.0013862966284818867 0.0012533004470484527 0.0010436953356225409 0.0012375630399104054 0.0010423760716671282 0.0011406277940615439 0.0013779324475651222 0.0010446812012503415 0.0018080545294161384 0.0013157774735662042 0.0018703433492488486 0.0013825895187946635 0.0012886335831714391 0.0010006529946493467
leaf_count=592 332 68 85 435 47 35 104 35 182 201 77 747 33 127 53 42 31 34 74 37 78 157 80 87 95 42
internal_value=0 1.88302e-05 6.4151e-05 0.000106801 0.000143097 0.000182008 0.000133936 0.000169396 9.86565e-05 -3.77953e-05 -0.000407732 -0.000223789 0.000369807 0.000503575 0.00028589 0.00045784 0.00073479 0.000212005 -0.000222287 0.00085117 7.44758e-05 0.000369098 0.000495352 0.000263938 -1.48713e-05 0.00108286
internal_weight=0 0.0346028 0.033061 0.0314719 0.0302388 0.0289926 0.0273579 0.0263539 0.0238765 0.0158835 0.00640221 0.00499578 0.00799306 0.00660676 0.00535346 0.00430976 0.0030722 0.00948125 0.00251856 0.00247739 0.00338652 0.00696269 0.00585734 0.003987 0.00260441 0.00202983
internal_count=3910 3318 2986 2918 2483 2436 2351 2247 2175 1812 1084 1007 363 330 203 150 108 728 108 72 260 620 419 339 252 77
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=25
num_cat=0
split_feature=1213 1374 1456 133 480 11 146 159 448 160 2 52 13 2 123 1 16 0 0 0 2 2 2 13
split_gain=0.000452652 0.000447916 0.000431404 0.000417467 0.000308166 0.000290622 0.00052995 0.000266495 0.000273824 0.000276212 0.000265528 0.000316221 0.000292261 0.000375196 0.000276686 0.000284929 0.000471293 0.000465618 0.000247575 0.00030027 0.000228692 0.000187544 0.000177583 1.01955e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.086640000000000009 0.088315000000000018 0.085665000000000019 0.10731500000000001 -1.0000000180025095e-35 -0.217635 0.097360000000000016 0.11588000000000002 -0.07409499999999998 0.11735000000000002 0.084995000000000015 0.13026000000000001 0.070590000000000014 -0.073464999999999989 -0.10575999999999998 -0.089879999999999974 0.106035 0.11230000000000001 0.084145000000000011 -0.26418499999999995
decision_type=2 2 2 2 2 2 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 14 12 13 23 15 16 17 18 22 -20 -14 -22 -11 -12
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 11 -13 20 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00088807012479253582 -0.00079652351799674374 -0.0007761294581799706 -0.00028643665237888338 -0.00074083082923999822 -0.00066741489799931886 -0.00042548532489654545 -0.00078019403212014021 -0.00048196077496526343 -0.00042641457317864264 0.00080798920448772369 0.001486234867382647 -0.0001547835333361869 -0.00013574757482540884 0.00030999577161544041 -0.00040476919457488043 0.00091549179497022284 -0.00053128376725659486 0.0012399615091593611 -0.00071381054929604371 0.00026541678390899152 0.0011293876799387521 0.00027162008549969552 0.0001459264091309244 0.001282036015530491
leaf_weight=0.0012741522073251707 0.0014321378603847626 0.0013212554454332523 0.0017076567859004568 0.0012693924902804346 0.0010279380209617097 0.0017376971066809235 0.0011534317515922146 0.0010453880739316182 0.0010074190059734802 0.0017799847438339988 0.0010883505804883953 0.0010921839453206239 0.0011479719981020145 0.0010733983927571564 0.0013345403731194203 0.0014909647326284978 0.0015526166632491012 0.0011462846727237153 0.0011161260066338058 0.0018176841541719469 0.001071779664661987 0.0011854891007102575 0.0017987527950779625 0.0010715911140737333
leaf_count=592 68 332 131 435 180 139 31 178 205 39 33 60 113 92 71 40 157 69 177 462 71 136 61 38
internal_value=0 1.54081e-05 5.41192e-05 9.2319e-05 0.000130851 0.00016191 0.000203266 0.000251478 0.000285581 0.000332599 0.000371281 0.000586188 0.000708093 0.00102807 0.000233256 0.000312814 0.000215265 0.000366607 0.000212887 -0.000107116 0.000404266 0.000678899 0.000475222 0.00138493
internal_weight=0 0.03147 0.0300379 0.0287166 0.0274472 0.0264193 0.0246816 0.0235282 0.0224828 0.0207751 0.0197677 0.00773076 0.00663858 0.00323334 0.012037 0.0107024 0.00921145 0.00765883 0.00651255 0.00293381 0.00340524 0.00225727 0.00357874 0.00215994
internal_count=3910 3318 3250 2918 2483 2303 2164 2133 1955 1824 1619 543 483 163 1076 1005 965 808 739 639 320 207 100 71
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=15
num_cat=0
split_feature=14 1 0 157 16 12 0 3 49 151 4 15 0 0
split_gain=7.81068e-05 7.98814e-05 0.000160566 0.000104291 0.000167129 0.000210535 0.000166411 0.000163219 0.000105416 0.000100367 9.76382e-05 6.73964e-05 7.84716e-05 8.26425e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.075584999999999986 -0.074234999999999982 -0.081419999999999979 -0.0088999999999999982 0.25367000000000006 0.024640000000000006 0.18055000000000002 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 8 -7 -5 -10 -11 12 13 -4
right_child=-2 3 11 4 5 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0024518103749376482 -0.0016067970861008537 0.0017913698320239394 0.00022627242354083816 0.0019237057089187106 0.00095036579318250709 -9.9650407609995191e-05 0.0028741228146671825 -0.0031905080594027422 -0.0014059714833410759 -0.00047769200305563115 0.0016561827372544734 0.0012170478015088759 0.00087933817627966178 -0.00201789079543571
leaf_weight=0.0011552222722935688 0.0010041319582742006 0.0015321526391032245 0.0010160350606879948 0.0011198281934454721 0.0014536130233396838 0.0010270257371120528 0.0010453068869307053 0.0014025021779728872 0.0013953920203779733 0.0016126178348599409 0.0013816140697559768 0.0011823425532444046 0.0011010724291153906 0.0012954990914320072
leaf_count=463 138 246 591 68 163 273 266 206 126 281 160 850 27 52
internal_value=0 8.20616e-05 -0.00048859 0.000356191 0.000145525 -0.000822935 0.000719256 -0.00188392 0.000310414 -0.00010115 0.000506932 4.98535e-06 -0.00041495 -0.00103147
internal_weight=0 0.0177202 0.00575017 0.0119701 0.0104379 0.00388314 0.00655476 0.00242953 0.00550945 0.00438962 0.00299423 0.00459495 0.00341261 0.00231153
internal_count=3910 3772 1983 1789 1543 642 901 479 635 567 441 1520 670 643
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=24
num_cat=0
split_feature=31 1213 1374 1456 133 475 38 3 457 0 0 132 457 15 2 16 42 43 16 3 3 16 150
split_gain=0.000422249 0.000364459 0.000348585 0.000365065 0.000388994 0.000283226 0.00031048 0.000474101 0.000495772 0.000398929 0.000728134 0.000463687 0.000313785 0.000451716 0.000361822 0.000307521 0.000262817 0.000264008 0.000515131 0.000560874 0.000280704 0.000246203 0.000137238
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 -0.084049999999999986 0.084445000000000006 0.16699000000000003 0.084715000000000013 -0.074514999999999984 -0.10575999999999998 0.080815000000000012 -0.0015249999999999997 -0.11739999999999999 0.080080000000000012 -0.30307999999999996 -0.089744999999999978 -0.069974999999999996 0.15100500000000003 -0.13309499999999996 -0.075679999999999983 -0.083564999999999987 0.086025000000000018
decision_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 -5 7 8 9 10 12 16 -7 15 -15 -14 -11 20 19 -19 -18 -12 -10
right_child=1 2 3 4 -6 6 -8 -9 22 11 21 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=0.00083701742764972912 -0.00087399578817613419 -0.00076772618376734362 -0.00074846446542649076 -0.00061306265119032903 -0.00082710819583473277 -0.00062010076265347613 -0.00065674542471099893 0.00095589794957098937 0.0004289334089839198 -0.00046137180715842839 -0.00031924558448229011 0.0012557640723025992 0.00027506221105332002 0.0012860162320268234 0.0002072545033544203 -0.00075093889913928076 0.00011142822910260369 -0.00027069048754677457 -0.00070496842098879801 0.0010126133755063572 0.001115560290534089 -0.0011961142673104312 0.0012158980751226529
leaf_weight=0.0013451181521170188 0.0012257506814816873 0.0013987601743981051 0.0013965078054756488 0.0012669487719704905 0.0011280171885765791 0.0012109217755810753 0.0011270482668352946 0.0017187032728469545 0.0010546195109855097 0.00142634575341516 0.0013882644954261994 0.0010027444622174161 0.0014962164988575888 0.0012706498931151977 0.0017903390482003623 0.0013093778901337449 0.0012371681878260432 0.001581761831747742 0.0015004277696495372 0.0016773198503969933 0.0014400467730536501 0.0017058808221796021 0.0010641700553017941
leaf_count=113 592 67 332 243 430 71 73 137 86 53 321 62 66 26 140 59 75 53 132 82 85 548 64
internal_value=0 -4.75588e-05 -1.40069e-05 2.2608e-05 6.1912e-05 0.000100087 0.000136226 0.000173659 0.000112979 3.77746e-05 -0.00017707 0.00025928 9.64363e-05 0.000244337 0.00065506 -0.000203775 0.00014654 0.000263136 4.46589e-05 0.000389775 0.000651541 -0.000802686 0.000824189
internal_weight=0 0.031418 0.0301922 0.0287935 0.027397 0.026269 0.025002 0.023875 0.0221563 0.0200375 0.0101717 0.00986581 0.00707751 0.00586658 0.00306099 0.00280559 0.00886307 0.00743672 0.00475951 0.00325908 0.00267721 0.00309415 0.00211879
internal_count=3910 3797 3205 3138 2806 2376 2133 2060 1923 1773 1231 542 362 291 166 125 480 427 267 135 160 869 150
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=14
num_cat=0
split_feature=14 15 15 0 16 52 3 48 42 0 42 13 2
split_gain=6.3784e-05 6.73485e-05 0.000121642 0.000110592 0.000169428 0.000244532 0.000139239 0.000129671 0.000133687 0.000123211 0.000209437 0.000107888 0.000100588
threshold=0.064610000000000015 -0.26361999999999991 -0.11739999999999999 -0.10575999999999998 -0.30307999999999996 -0.014099999999999998 0.090325000000000003 0.086870000000000017 1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.071149999999999977 0.10113500000000002
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 9 10 -5 -10 -11
right_child=-2 2 3 7 5 -7 -8 -9 11 12 -12 -13 -14
leaf_value=0.0012524797482086898 -0.0014505955663748015 -0.0015531093085373758 -0.0012586708618006507 -0.002780566087805077 -0.0012795513225938471 0.00340110999647928 0.0015641820610678423 0.0011408281453359561 -0.0026675745401649451 0.0021875918021282332 0.00080609526289629225 -0.00047287510866156145 -0.00021512152093918166
leaf_weight=0.0015353671525660207 0.0010072487858237269 0.0016523054257061879 0.0010303770084280073 0.0010922417625442403 0.0010741162679026584 0.0013917977030526415 0.0013465159297925133 0.0019241006966915913 0.00147584434122759 0.0012101777726569278 0.001170326454731363 0.0016421231911800966 0.0012083550929062881
leaf_count=297 138 288 143 792 91 71 68 305 1055 100 89 357 116
internal_value=0 7.32675e-05 -3.83672e-05 0.000133459 0.000860774 0.00143359 0.000302322 -0.000228794 -0.000566692 6.27579e-05 -0.000925345 -0.0015117 0.000987141
internal_weight=0 0.0177536 0.0162183 0.014566 0.00484281 0.00381243 0.00242063 0.00972317 0.00779907 0.0046811 0.00226257 0.00311797 0.00241853
internal_count=3910 3772 3475 3187 373 230 159 2814 2509 1097 881 1412 216
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=14
num_cat=0
split_feature=484 1 150 42 39 47 0 4 2 2 4 42 12
split_gain=6.98716e-05 9.3771e-05 0.000128413 0.000126479 0.000130633 0.000105768 0.000107823 0.000150801 0.000146986 0.000241966 0.000185302 9.66834e-05 9.03685e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 -0.089024999999999979 0.085060000000000011 0.10933000000000002 -0.23029999999999998 0.17888000000000001 0.10946500000000002 0.10113500000000002 -0.029114999999999999 0.085195000000000007 0.080120000000000011
decision_type=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 12 -12 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0010165938552528938 -0.0014082829501828459 0.001141911516848245 -0.0013708046652089806 0.0013167979954358273 0.0016087788070925208 -0.0013029125459189193 0.0017306502287095238 0.0012148407724416048 0.0012139805770835968 -0.0025845656445696594 -0.001802689143123305 5.5649745451387503e-06 4.8416849527541377e-05
leaf_weight=0.0013179577529412378 0.0010769926043414117 0.0015444747130255445 0.0013610765037221076 0.001543435380884973 0.0012608509127007275 0.0010636698558599287 0.0010089261516994527 0.0017736807736751237 0.0011872952527675618 0.0010034241745832118 0.0014834823048356155 0.0010451662840568754 0.0019269372503002702
leaf_count=612 403 216 138 64 246 120 93 152 233 161 307 208 957
internal_value=0 7.1169e-05 -3.39306e-05 9.26595e-05 0.00021423 6.81417e-05 0.000201053 1.84147e-05 -0.000258792 -0.000529143 -0.000151715 -0.00105528 0.000626526
internal_weight=0 0.0172794 0.0157349 0.0143739 0.0132969 0.012036 0.0109723 0.00942891 0.00765523 0.00646794 0.00546451 0.00252865 0.00293586
internal_count=3910 3298 3082 2944 2541 2295 2175 2111 1959 1726 1565 515 1050
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=28
num_cat=0
split_feature=146 10 1213 1456 453 38 1374 11 4 133 3 156 0 13 1 39 49 42 43 48 43 15 0 0 2 0 13
split_gain=0.000894406 0.000584362 0.000527709 0.00056336 0.000541714 0.000547415 0.000502892 0.00053389 0.000602324 0.000511048 0.00033469 0.000582581 0.000411645 0.000390905 0.000378222 0.000447207 0.000547134 0.000332307 0.00030386 0.000302876 0.000272402 0.000278778 0.000287277 0.000237009 0.000223846 0.000192511 6.55444e-05
threshold=0.10949000000000002 0.08302000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.080455000000000013 0.40359500000000004 0.10681500000000001 -0.12008499999999998 0.091280000000000014 -0.23029999999999998 -0.45122499999999993 0.12811000000000003 0.005105000000000001 -0.088329999999999978 0.091955000000000023 0.088185000000000013 0.086665000000000006 -0.07526999999999999 -0.10192499999999999 -0.10131499999999999 -0.051824999999999989 0.087005000000000013 -0.067584999999999992 0.076210000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 18 12 19 -14 15 16 -15 20 26 -12 24 -22 -23 -16 -18 -17 -8
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 14 23 25 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28
leaf_value=-0.00088347644952753337 -0.0014479901159925881 0.0010653462715976788 -0.00097465760898601947 -0.00066886027456113421 -0.0010114878683639748 -0.00070047893962579745 0.0013308295433944115 -0.0013600030146861709 0.00029572449300908411 -0.00078348738988933948 0.0015231667539582748 -0.00072633969740096174 0.00097195553273385414 -0.00094648171949583628 0.0010527914843200051 0.0010360353889374144 0.00084703393992901002 -0.00067818686227599442 9.5976457957871227e-05 0.00044371878249360237 -0.00076181406527206432 0.00053735141487026817 -0.00035895982363838493 0.00019094607926441892 2.3214136146226737e-05 0.00017815982579036382 0.00082356228983638125
leaf_weight=0.0015715188676693739 0.0010067332823382449 0.0012562895779546493 0.0012777980607137076 0.0016608635451449407 0.0010683620784703854 0.0018858572222204542 0.0011143281938679117 0.0010653126082200695 0.0010358189686741071 0.0010643987157090687 0.001044954455513991 0.0014022810055900328 0.0015120994388366739 0.0015639303922947443 0.0015926025785605799 0.0013024393583503935 0.0019052764983194378 0.0013064245347595427 0.0011686567081596877 0.0015325850387171158 0.0010898225601880286 0.001904200046150873 0.0015509156965759366 0.0014636955148879102 0.0013448923231378362 0.0012025875366816772 0.0013422588099114563
leaf_count=592 11 94 331 68 90 89 55 150 39 419 43 214 52 91 80 118 206 164 17 28 78 52 409 59 241 58 62
internal_value=0 2.88445e-05 -7.3525e-06 3.26693e-05 7.15275e-05 0.000107622 0.000158134 0.000206312 -0.00054376 0.00026599 0.000310066 0.000237478 0.000304003 0.000220114 0.000150053 3.63475e-05 -0.000101722 4.34345e-05 0.000744937 0.000881335 0.000164375 -8.00306e-05 0.00013502 0.000640044 0.000506144 0.000624195 0.00105366
internal_weight=0 0.0372302 0.0359739 0.0344024 0.0331246 0.0320562 0.0301703 0.0285095 0.00210113 0.0264083 0.025344 0.0217187 0.0203164 0.0177389 0.0162268 0.0131705 0.0106655 0.00910153 0.00362524 0.00257754 0.00779511 0.00454494 0.00345512 0.0030563 0.00325017 0.00250503 0.00245659
internal_count=3910 3899 3805 3213 2882 2792 2703 2635 189 2446 2027 1893 1679 1608 1556 1417 1241 1150 134 71 986 539 461 139 447 176 117
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=15
num_cat=0
split_feature=48 147 52 15 11 43 52 4 1 48 15 12 16 16
split_gain=5.87062e-05 0.000107444 0.000137988 0.000162673 0.000192204 0.000120333 0.000170585 0.000197141 0.000186441 0.000152229 0.00016622 0.000138086 0.000136642 9.51213e-05
threshold=-0.086624999999999994 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.077165000000000025 -0.049504999999999987 -0.087604999999999988 -0.0010999999999999996 0.086430000000000021 0.086665000000000006 -0.017214999999999998 0.084100000000000022 -0.094359999999999986 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 8 13 10 -5 -12 -9 -8
right_child=1 -3 -4 4 -6 6 7 12 -10 -11 11 -13 -14 -15
leaf_value=-0.0013334308822359232 0.0020214260328125992 0.0017413189487744656 -0.0020640200356417805 -0.0010726049173145652 -0.0025327673549376587 -0.0022767638499445728 -0.0012144551823893993 -0.002039515595564334 0.0030508267011508583 0.0026372633396905027 0.0025328113155602726 -0.00023813129095934826 0.00033678769617745229 0.0012477804419231816
leaf_weight=0.0010510232444578263 0.0013274344688349636 0.0011980801878783689 0.0010615031151280921 0.0018036882690752702 0.0010008363058564016 0.001299301532673095 0.0010108196742824793 0.0018019618174575369 0.0010405459961038144 0.0011339065760795353 0.0012910218024842759 0.0011204623104921763 0.0014618972622473031 0.0010851021432008306
leaf_count=96 275 146 359 497 215 244 548 223 257 249 119 403 151 128
internal_value=0 7.15831e-05 -5.01116e-05 8.89124e-05 -9.36761e-05 9.34023e-05 -0.00036886 1.84552e-05 0.00105243 0.000758797 0.000253478 0.00124533 -0.000975159 6.02952e-05
internal_weight=0 0.0176366 0.0164385 0.015377 0.0140495 0.0130487 0.00769963 0.00640033 0.00313647 0.00534908 0.00421517 0.00241148 0.00326386 0.00209592
internal_count=3910 3814 3668 3309 3034 2819 1551 1307 933 1268 1019 522 374 676
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=24
num_cat=0
split_feature=31 457 457 133 1213 51 1 45 14 48 2 0 13 43 13 47 1 13 0 3 16 457 15
split_gain=0.000432324 0.00041969 0.000541564 0.000479512 0.000390286 0.000338105 0.000408133 0.000636697 0.000420875 0.000378102 0.000563484 0.000600773 0.00051348 0.000384501 0.000315741 0.000461804 0.000260168 0.00022924 0.000207342 0.000305374 0.000202244 0.000201017 0.000163019
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0034949999999999994 0.10681500000000001 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.077685000000000018 0.12675000000000003 0.099015000000000006 -0.17106499999999999 -0.26418499999999995 -0.044024999999999988 0.076210000000000014 0.086425000000000016 0.091845000000000024 0.16421000000000002 -0.10783 -0.08348499999999999 0.0015250000000000001 0.084620000000000015 -1.0000000180025095e-35
decision_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 14 -12 -13 20 15 16 18 -16 21 -20 -14 -7 -15
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 12 13 22 17 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00086285269469645021 0.00089669767815830296 -0.00099594997459230279 -0.00086406560259703327 -0.00091052526484199363 -0.00075266788836817259 0.00050911987954245898 0.00079414319883540753 -0.0011305086949979545 -0.00079841309374601528 -0.00069128671191488191 0.0013070426470691511 0.0011444989883661204 4.4782405681856021e-05 5.1023014430810438e-05 0.00094352842438849246 -0.00077522097760855115 0.00049422019776495347 2.22757910851315e-05 9.8526317253655907e-05 -0.00074833661591257338 0.00092115332400525413 -0.00032181368585433595 -0.00066647768166211787
leaf_weight=0.0012056816052440902 0.0010142017363752301 0.0013478115582025987 0.001087563780733782 0.0013120911421416461 0.0011271249425702781 0.001673081716528739 0.001648721214046355 0.001000775279919707 0.0011443452890582675 0.0011827178091579063 0.0015700551704722621 0.0012269809261520326 0.0010748074817691911 0.0014413133756869811 0.0011541994626028959 0.001991455969893822 0.0019632299630346628 0.0012343706008948185 0.0017810257146649786 0.0019919113522420401 0.0012669883252109937 0.0010441542990520247 0.0013582472986986005
leaf_count=113 50 263 508 535 117 65 117 59 90 45 75 58 132 119 63 191 184 61 374 439 85 19 148
internal_value=0 -4.37929e-05 -7.4941e-05 -3.25382e-05 8.65892e-06 4.39752e-05 7.8848e-05 2.99127e-05 8.01888e-05 0.000125985 0.000172519 0.000483716 0.000280733 7.45954e-05 -1.99791e-05 -0.000131444 2.02169e-05 0.000467441 -0.000123166 -0.000348573 0.000518928 0.000189816 -0.000297083
internal_weight=0 0.0316372 0.030623 0.0292752 0.0279631 0.0268755 0.0257484 0.0240997 0.0230989 0.0219545 0.0207718 0.00793839 0.00636834 0.00514136 0.0128334 0.0104449 0.0084534 0.00238857 0.00649017 0.00377294 0.0023418 0.00271724 0.00279956
internal_count=3910 3797 3747 3484 2949 2441 2324 2207 2148 2058 2013 617 542 484 1396 1272 1081 124 897 813 217 84 267
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=28
num_cat=0
split_feature=1374 484 133 14 1213 160 1 38 457 11 150 123 3 1 2 1 13 52 2 0 0 1 4 4 1 16 0
split_gain=0.000495321 0.000512908 0.000549805 0.000535368 0.000452242 0.000460418 0.000429108 0.000416747 0.000383259 0.0004466 0.000510684 0.000426828 0.000447003 0.000350063 0.000333607 0.000547365 0.000310353 0.000510784 0.00039295 0.000240179 0.000554454 0.000534139 0.000430312 0.000319423 0.000170662 2.9555e-05 2.27009e-05
threshold=-0.094679999999999986 -0.0043499999999999988 0.10681500000000001 0.077685000000000018 -1.0000000180025095e-35 -0.26821999999999996 0.094695000000000015 0.084445000000000006 -0.0034949999999999994 0.088160000000000002 0.08486500000000001 0.085110000000000005 0.16699000000000003 0.085990000000000011 0.11165000000000001 0.11198000000000001 0.26667500000000005 0.092885000000000009 0.10274500000000002 -0.13506999999999997 -0.073129999999999987 0.095575000000000007 -0.23071499999999998 -0.015104999999999999 0.10871500000000002 0.13514000000000004 -0.15291499999999997
decision_type=2 2 2 2 2 2 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 -7 10 11 12 14 -12 16 -16 17 18 19 -10 21 23 -22 -21 -24 -19 -15
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 13 -13 -14 26 15 -17 -18 25 -20 20 22 -23 24 -25 -26 -27 -28
leaf_value=-0.00085562580769229612 -0.0013654558740530337 -0.00074562772781269608 -0.00089117279523094736 -0.00073549419689833255 -0.00080627253485493434 -0.00038197134242871 -0.00012088911053988349 -0.00059014000504370152 0.00081042929005845825 -0.00049823801627903262 0.0002727265044817212 -0.00049154443518226751 0.0011901930303728969 0.0014880633675881804 -0.0010478067711791282 0.00034507073305317345 0.0011722394288741301 -0.00057190865887000444 0.0012050976715366839 -0.00010821513064136148 -0.00022143519571301556 0.00044246741113179836 0.0012701171298351212 -0.0012998824716666402 0.00049906227876064487 -0.00020411361057640231 0.0011651670568322173
leaf_weight=0.0015757779582648004 0.0010774180187033957 0.0012314255296253509 0.0013236491233685191 0.0016435858703963682 0.0010212559995683148 0.0018984626312397159 0.0015552216326943924 0.0013510377527565778 0.0019258593624655786 0.0014215777784194463 0.0011349222251384452 0.0014974560740075018 0.0013479999448571247 0.0010002351293230127 0.0010688856261413795 0.0016469307252695575 0.0010450080757009603 0.0010069738627044031 0.0013622118339804432 0.0010116583398690395 0.001005996634273032 0.0016343225862324728 0.0015419217785055568 0.0010564594548575501 0.0011524266627905844 0.0010009106383677135 0.0010006938306894586
leaf_count=68 485 479 468 83 247 157 127 73 41 103 58 130 83 45 103 79 17 97 103 317 72 45 48 175 51 19 137
internal_value=0 1.31257e-05 6.55115e-05 0.00010635 0.000153469 0.000192823 -0.000630233 0.000230458 0.000273494 0.000325642 0.000377833 0.000285676 0.000351033 0.00094517 0.000282308 -0.000203135 0.000378234 0.000312893 0.000444637 0.000333591 0.000209539 -0.000205166 0.00062448 -0.000716956 0.000940322 -0.000388566 0.00132658
internal_weight=0 0.0349645 0.0323319 0.0310082 0.0293646 0.0281332 0.00263264 0.027112 0.0257609 0.0238625 0.0224409 0.019305 0.0178076 0.00313585 0.0164596 0.00271582 0.0137437 0.0126987 0.0106909 0.00932864 0.00740279 0.00370244 0.00370035 0.00206812 0.00269435 0.00200788 0.00200093
internal_count=3910 3842 3230 2762 2679 2200 612 1953 1880 1723 1620 1380 1250 240 1167 182 985 968 852 749 708 537 171 492 99 116 182
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=31
num_cat=0
split_feature=1429 51 51 1213 376 42 1 40 160 475 133 157 146 34 147 0 48 48 457 160 13 16 457 12 16 0 2 1 15 52
split_gain=0.000715265 0.000446902 0.000689231 0.000659755 0.000526498 0.000507911 0.000603758 0.000423442 0.000377801 0.000387772 0.000366144 0.000310388 0.000303935 0.000394219 0.000622389 0.000545524 0.0006034 0.000591424 0.000569032 0.000463612 0.000414746 0.000447029 0.000398093 0.000374757 0.000329696 0.000274822 0.00025613 0.000218129 0.000129275 3.66846e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 -0.09021499999999999 -1.0000000180025095e-35 0.088415000000000007 -1.0000000180025095e-35 0.088385000000000005 0.0034800000000000005 -0.40446999999999994 -0.082014999999999991 0.098810000000000023 -0.080619999999999983 0.089495000000000005 -0.13234499999999996 0.089245000000000005 -0.075584999999999986 0.12675000000000003 0.10911000000000001 -0.0034949999999999994 0.0034400000000000008 -0.42334499999999992 -0.08286499999999998 0.092330000000000009 0.084235000000000018 0.27608500000000008 0.12500000000000003 0.088210000000000025 0.099595000000000017 -0.09547499999999999 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 6 -5 11 -7 -10 12 -3 13 -11 15 16 17 18 -15 24 -20 22 23 28 25 29 -23 -25 -22 -17
right_child=1 2 3 4 -6 8 -8 -9 9 10 -12 -13 -14 14 -16 19 -18 -19 20 -21 21 26 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.001162051722503976 -0.00079278348716117536 0.00097602316088544398 -0.0011779821669234177 -0.0014861182437435581 0.00099988994505202243 -0.00084472508380577141 5.7938548688398591e-07 0.0014615476707358734 -0.00073718894594162381 -0.00071403679176099534 -0.00069721466731376787 -5.6212995982428594e-05 -0.00050851410357229327 -0.001035144729830875 0.0012629278877576292 0.0013314327949670789 -0.00095054394015067528 0.00091536852565643489 -0.0007726107476374621 -0.00017624408818195026 0.0014525337633725384 0.00013580092901609395 -0.00031707654451475166 -0.00025019293780326315 4.7952386765451349e-05 0.00033426172383961523 -0.00068598220260017472 0.00064995586286039091 0.00073297724373748148 0.00098763804302286272
leaf_weight=0.0011577111170300016 0.0014254171372927163 0.0010576064419878239 0.0010402460213348166 0.0010897219723297177 0.0011772353672118976 0.0010197457423795067 0.0013511347396674145 0.0010468465570170338 0.0012347238808492192 0.001010153134505031 0.0011702999878769873 0.0016420487625671823 0.0014434379772776387 0.0010925548923102499 0.0012293704287267273 0.0016832139513571027 0.0013081784612722922 0.0017374330969325289 0.0010926888958788803 0.001600495758068865 0.0010849924242322118 0.0018650575866185877 0.0011969018326141168 0.0010962393811416726 0.0011787396637430447 0.0011648030734550119 0.001520192413122512 0.0012988347015152613 0.0011210593962376258 0.0011561862833335823
leaf_count=181 134 57 564 510 61 198 165 17 195 40 297 207 25 97 90 111 52 50 41 78 79 195 31 118 23 35 126 25 43 65
internal_value=0 2.35935e-05 5.52925e-05 -1.3353e-05 2.45973e-05 -1.27456e-05 -0.000663158 0.000659271 4.33415e-05 7.65313e-05 0.000115099 0.000348172 0.000153308 0.000194068 0.000234971 0.000175353 1.18141e-05 0.000107872 -1.55359e-05 0.000522858 9.28703e-05 0.000195851 0.000446377 0.000644975 0.000738741 0.000942092 -0.000233232 0.000237953 0.00108687 0.00119144
internal_weight=0 0.0381356 0.0367101 0.0329636 0.0319234 0.0307462 0.00244086 0.0037465 0.0283053 0.0272856 0.0260508 0.00269966 0.0248805 0.0234371 0.0224269 0.0211976 0.0144141 0.013106 0.0113685 0.00678344 0.010276 0.00918328 0.00579803 0.00460113 0.00518294 0.0040042 0.00338525 0.00239507 0.00220605 0.0028394
internal_count=3910 3729 3595 3314 2750 2689 675 281 2014 1816 1621 264 1324 1299 1259 1169 857 805 755 312 658 617 296 265 234 211 321 143 122 176
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=15
num_cat=0
split_feature=484 1375 1 12 14 15 47 52 13 43 3 4 16 4
split_gain=6.75996e-05 7.83763e-05 0.000119521 0.000144357 0.000137796 0.000153569 0.000238425 0.000224527 0.000134406 0.000137441 0.000193031 0.000152973 0.000100862 8.51904e-05
threshold=-0.0043499999999999988 -0.089714999999999975 0.13662500000000002 0.11655500000000001 -1.0000000180025095e-35 -0.094924999999999995 0.09252500000000001 0.11262000000000001 -0.10939499999999998 -0.06705499999999999 -0.075679999999999983 -0.0025899999999999994 -0.008069999999999999 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -7 10 13 12 -11 -10
right_child=1 2 -4 -5 5 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0014080990672812373 -0.0016710851178124684 -0.0020151175954235831 0.0019611592957036374 -0.0020917635686924516 0.0030969006242482252 0.0020125479967112014 -0.00042408235015913633 -0.0029016705990271589 0.00074175941104794344 -0.0013500699215413209 0.0026399455062173604 -0.0028849551882462604 0.0014979699722552247 -0.0017962993992081486
leaf_weight=0.0013604908849661852 0.0010020252688897049 0.0010791016109193566 0.0014880151351676181 0.0012456446175784308 0.0019231311247218099 0.0016274572117347405 0.0014100099793151674 0.001017371961536547 0.0012499269512715738 0.0010876107263605517 0.0014588866336479331 0.0011962751386787049 0.0010186664168465309 0.0010126467654802962
leaf_count=612 92 104 211 117 325 122 132 362 246 710 148 182 216 331
internal_value=0 9.601e-05 0.000201315 3.04581e-05 0.000218195 0.000403549 0.00160743 -1.14649e-05 0.00032841 -6.18036e-05 0.000795255 -0.00102757 2.73379e-05 -0.000394185
internal_weight=0 0.0178168 0.0168147 0.0153267 0.0140811 0.013002 0.00333314 0.00966884 0.00865147 0.00702401 0.00372146 0.00330255 0.00210628 0.00226257
internal_count=3910 3298 3206 2995 2878 2774 457 2317 1955 1833 725 1108 926 577
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=23
num_cat=0
split_feature=1213 1456 1374 480 133 14 11 51 48 47 47 47 52 13 160 42 4 3 15 52 3 52
split_gain=0.000368704 0.000303869 0.00032843 0.000319267 0.000271424 0.000274725 0.000291969 0.000202623 0.000275772 0.00026232 0.000416559 0.000301389 0.000309681 0.000427315 0.00026631 0.000246402 0.000374341 0.000301299 0.000375341 0.000226659 0.000212346 9.53502e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.10681500000000001 0.077685000000000018 0.088315000000000018 0.08482000000000002 0.091555000000000011 0.13206500000000002 0.10783500000000001 0.081905000000000019 0.11401500000000002 -0.10241499999999999 -0.081069999999999989 0.091230000000000019 -0.077889999999999987 0.0066850000000000008 -0.03231499999999999 0.048490000000000012 0.0048550000000000008 0.082665000000000002
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 9 -9 10 11 12 13 19 -15 16 21 18 -18 -4 -13 -16
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 20 -14 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00088771891969603798 -0.00073614244540218645 -0.0007355653284397811 0.00049091116193205144 -0.00079121410732134901 -0.00065593277891698204 -0.00059128264698115414 -0.00049038116546758952 0.00015774083310249453 0.0010461296624965331 -0.0004758490270060534 0.00099534862149159805 4.2105879086213245e-05 -0.0005672939177835001 0.00078993982164048842 0.00070564772154453192 0.00057118159408715515 -0.00018163485549223154 0.00021624545424180498 -0.0014488960876452176 0.0014686016936635449 -0.00091585354492894789 5.0353547008268702e-05
leaf_weight=0.0011951121525056166 0.0013016795090113878 0.0012851802850164509 0.0013979124402388127 0.0010082168191045812 0.0010852530194292156 0.0011806224306038495 0.0014698572011937463 0.0018235478455727585 0.0017929787787597795 0.0014462087028448414 0.0016912367359838342 0.0014175952494144143 0.0010915028793224155 0.0015043601967080792 0.0012412802998799047 0.0018105892392999978 0.0013431293981095108 0.0012598536559446927 0.001099935760615638 0.0010933839470714801 0.001036404613067532 0.0010695610296150293
leaf_count=592 332 68 126 228 387 77 120 184 103 35 101 133 202 169 149 156 257 74 211 16 30 160
internal_value=0 2.36636e-05 5.87994e-05 9.68028e-05 0.000131431 0.000165928 0.000203825 0.000249956 0.000598181 0.000181893 0.000237662 0.000154265 0.000252478 0.000328179 0.000170128 5.09594e-05 -0.000105666 -0.000422697 -0.000752191 0.000920001 -0.000362472 0.000402348
internal_weight=0 0.0294503 0.0281486 0.0268634 0.0258552 0.02477 0.0235893 0.0221195 0.00361653 0.018503 0.0170567 0.0153655 0.0129115 0.01182 0.00932871 0.00782435 0.00601376 0.00370292 0.00244307 0.0024913 0.002454 0.00231084
internal_count=3910 3318 2986 2918 2690 2303 2226 2106 287 1819 1784 1683 1520 1318 1176 1007 851 542 468 142 163 309
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=16
num_cat=0
split_feature=14 43 3 48 2 52 2 13 42 13 150 12 15 48 13
split_gain=7.20123e-05 7.32288e-05 0.000140171 0.000132969 0.000218005 0.000104759 0.000105102 0.000220344 0.000121831 0.000196113 0.000140702 0.000158722 0.000198191 5.71659e-05 3.4225e-05
threshold=0.064610000000000015 0.18078000000000002 0.16699000000000003 0.12862000000000004 0.11542500000000001 0.11401500000000002 0.091985000000000011 -0.074599999999999986 0.090240000000000015 -0.084084999999999979 0.085285000000000014 0.085325000000000012 -0.017214999999999998 0.016865000000000002 0.0099250000000000015
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 8 -8 9 -1 11 12 -11 14 -9
right_child=-2 -3 -4 -5 -6 -7 7 13 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0025549785760703623 -0.0012802640465470517 -0.001227952498038386 0.0017381450587784287 -0.0016559785385439154 0.0017470121179470599 -0.001391224619941031 0.0026185698250096264 0.00017727881519246372 0.0010496902893624793 -0.00043405423855595512 -0.0018321588203394951 -0.001456524744246379 0.002143812477600082 0.00088145503233424895 -0.0010812805284123989
leaf_weight=0.0010313518263367748 0.0010227631400891992 0.0010066972600736293 0.0012371159965676023 0.0010778389934832924 0.0017961055584094819 0.0013382267880818486 0.0010644499925985818 0.0010492868271330114 0.0013295114119643847 0.0014921838136401772 0.0010083218209389067 0.0010034673354664056 0.0014087040113091327 0.0012426173257966688 0.0010506367144078599
leaf_count=504 138 250 180 101 338 443 136 223 367 120 102 581 160 120 147
internal_value=0 6.40547e-05 0.000139984 1.55806e-05 0.000137193 -8.49022e-05 6.47618e-05 0.00066545 -0.000299191 -0.000600898 -0.000190664 0.000233261 0.000817787 4.34683e-05 -0.000452405
internal_weight=0 0.0181365 0.0171298 0.0158927 0.0148149 0.0130188 0.0116805 0.00440699 0.00727354 0.00594403 0.00491268 0.00390436 0.00290089 0.00334254 0.00209992
internal_count=3910 3772 3522 3342 3241 2903 2460 626 1834 1467 963 861 280 490 370
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=27
num_cat=0
split_feature=31 1456 133 1374 1375 1213 2 44 51 48 148 2 3 0 160 40 3 47 15 47 12 15 12 3 16 16
split_gain=0.000481028 0.000407308 0.000426038 0.000443392 0.00042853 0.00036744 0.000376683 0.000420269 0.000476768 0.000467775 0.000482691 0.000502753 0.000463063 0.000543274 0.000318941 0.000364251 0.000552555 0.000834047 0.000425572 0.00035098 0.000524534 0.000370133 0.000313984 0.000264921 0.0001482 0.000216107
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -0.081864999999999979 -1.0000000180025095e-35 0.14808000000000002 0.081835000000000019 0.12900500000000004 0.11930500000000001 -0.080629999999999993 0.099015000000000006 0.13772500000000001 -0.15713499999999997 0.092810000000000017 0.028705000000000001 -0.016619999999999996 0.07813500000000001 -0.11739999999999999 0.085165000000000018 0.085325000000000012 0.091435000000000002 0.095295000000000019 0.086245000000000016 0.05259500000000001 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 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 -7 14 13 -13 15 16 18 23 -12 20 -20 -22 24 -18 25 -15
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 12 -14 22 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00085925438352991003 -0.0008165502216729662 -0.00075460066361145162 -0.00081908354794177091 0.0010149431204471515 -0.00075224993877300527 -0.00070872538264729135 0.00094203669338886861 -0.0008620707391335669 -0.00092727760640222564 -0.00086908119996821946 -0.00036447095826387378 0.0012091020468699887 0.0013411804610152717 0.00057586293063883402 -0.00075944190436672313 0.00096732463860111436 -0.0004564468487185612 -0.0012718935777757106 0.00081682405972408208 0.0010105714232191054 -0.00074556308019850894 0.00041647403690116134 -0.00055285264836371065 0.0004671756628371406 0.00067844187127901389 -0.00035866752485142709
leaf_weight=0.0013473570722062891 0.0014505528613702736 0.0015353550927841289 0.0013821280379425196 0.0010116049756714309 0.0012648099859764303 0.0013399410671297565 0.0010449031232291689 0.0011113268602898066 0.0010125920909697097 0.0010245425491479656 0.0017984336588091126 0.0013027102526896595 0.0012656058869762177 0.0010389989764543195 0.0010073402388237626 0.0010064270298797426 0.0011598650428382784 0.0015288173886882639 0.0018913576317810552 0.0017934598879328911 0.0013514935543883916 0.00109631672903443 0.0011421373237874288 0.0016777572177535394 0.0016074633618656797 0.00115262328309118
leaf_count=113 369 63 514 71 472 103 138 41 98 69 101 57 61 70 114 24 78 46 184 92 441 150 163 68 116 94
internal_value=0 -4.60831e-05 -1.1746e-05 2.40573e-05 6.44048e-05 3.08057e-05 6.7013e-05 3.22603e-05 7.17039e-05 0.000113529 0.000156996 0.000210157 0.000521545 0.00035541 4.67628e-05 0.000107807 3.74637e-05 -0.000387066 0.000271188 0.0004576 0.000229046 -0.000225114 0.000130342 8.96492e-05 0.000335734 8.43724e-05
internal_weight=0 0.0339986 0.032548 0.0311659 0.0296305 0.0286189 0.0273541 0.0263092 0.0251979 0.0241853 0.0231607 0.0218208 0.00750954 0.00624393 0.0143113 0.0133039 0.0122975 0.00436644 0.00793106 0.00613263 0.00433917 0.00244781 0.00494122 0.00283762 0.00379909 0.00219162
internal_count=3910 3797 3428 2914 2851 2780 2308 2170 2129 2031 1962 1859 561 500 1298 1184 1160 192 968 867 775 591 443 146 280 164
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=27
num_cat=0
split_feature=51 1 3 14 133 48 38 1 47 14 484 3 49 15 42 49 133 3 43 16 0 4 43 2 43 15
split_gain=0.000529131 0.000495558 0.000582059 0.000453196 0.000420191 0.000475535 0.000359704 0.000361461 0.000497205 0.000471621 0.000391589 0.000391362 0.000494555 0.00045506 0.000447427 0.000393886 0.000397506 0.000345715 0.000442306 0.000324121 0.000386586 0.000275614 0.000271056 0.000268417 0.000207054 0.000174089
threshold=-0.40274499999999996 0.13662500000000002 0.11265500000000002 0.073890000000000011 0.10681500000000001 0.12675000000000003 0.084445000000000006 0.10498500000000001 0.090280000000000013 -0.45687499999999998 -0.0043499999999999988 -0.115685 -0.085174999999999987 -1.0000000180025095e-35 0.092635000000000009 1.0000000180025095e-35 0.083815000000000014 -0.078669999999999976 -0.019509999999999996 -0.094359999999999986 -0.10131499999999999 -0.14963999999999997 -0.074904999999999985 0.092175000000000021 -0.00059999999999999995 -0.0078499999999999976
decision_type=2 2 2 2 2 2 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 10 9 -9 -2 13 23 -12 15 16 17 -14 -19 -20 -21 -15 -10 -13 -11 -26
right_child=1 2 -4 -5 -6 -7 -8 8 22 24 11 12 14 21 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27
leaf_value=-0.00099708783339267346 -0.00093233719429354847 0.0013582136739099507 -0.00011610229380042861 -0.00097788262181348657 -0.00087786888827133525 -0.00081063327513851121 -0.00074365138707387047 -0.00014351864337546849 0.00037493916698922645 0.00037830113942562978 0.0012739663360107863 -0.0012492188943810285 -0.00063607841607811 0.0005055792279061521 -0.00089074964875458221 -0.00057446744479128437 0.0009321613622827171 0.0011826205721623094 -0.00068206997768911651 0.00076281415851711025 -0.00036553520472221195 -0.00049358449366360797 -0.00073267440476472976 -0.00016852497133274628 0.0015459366645008709 0.00073728422986000597
leaf_weight=0.0013021659357215212 0.0010074811808353087 0.0013513864913267384 0.0012161037577447242 0.0012020644420245299 0.0012718533989464478 0.0015164009701997818 0.0012087487567016266 0.00120520726668083 0.0010089512047670723 0.0010081083763356924 0.0012074967253852265 0.0011632407384234425 0.0011830548568502689 0.0018107394250392872 0.0010538000452305343 0.0014421392852069928 0.0018504709272807451 0.0010562993625464756 0.0010459478210927964 0.0018326609489656143 0.0012017167618441783 0.0010383108793447981 0.0011082110385709498 0.0010409939235735965 0.0015024288851979151 0.0011039367236191913
leaf_count=145 400 93 118 123 494 72 59 54 33 178 52 64 692 71 204 355 138 62 41 36 138 31 34 51 94 78
internal_value=0 7.92484e-06 0.000659897 -4.77425e-05 -9.01172e-06 3.10319e-05 7.997e-05 0.000119998 0.000419688 0.000694024 4.08098e-06 5.98162e-05 -7.2165e-05 0.000478557 6.56088e-05 0.000170455 0.000301943 0.000117409 0.00029095 6.01178e-05 0.000315949 0.000141443 -0.000204832 -0.00073884 0.000973293 0.00120343
internal_weight=0 0.0326378 0.00256749 0.0300703 0.0288682 0.0275963 0.0260799 0.0248712 0.00693684 0.00481968 0.0179344 0.0169269 0.0128703 0.00405655 0.0106661 0.00961229 0.00817015 0.00631968 0.00513662 0.00408033 0.00303438 0.00284905 0.00211716 0.00220423 0.00361447 0.00260637
internal_count=3910 3765 211 3554 3431 2937 2865 2806 471 404 2335 1935 1781 154 1666 1462 1107 969 277 215 174 102 67 115 350 172
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=29
num_cat=0
split_feature=51 124 31 4 52 376 1374 447 1 44 0 0 1374 0 1 15 150 52 16 16 0 0 13 3 0 151 3 2
split_gain=0.000478881 0.000498999 0.000412107 0.000417506 0.000734945 0.000405172 0.000313878 0.000341365 0.000323935 0.00063637 0.000363555 0.000765915 0.000437803 0.000480316 0.000390497 0.000490731 0.00037733 0.000356256 0.000334151 0.000396813 0.000378239 0.00025874 0.000417125 0.000214309 0.000312202 0.000160928 0.000144714 0.000137761
threshold=-0.40274499999999996 0.10385500000000002 -1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 0.048695000000000009 0.086000000000000007 0.089095000000000021 0.14000500000000002 1.0000000180025095e-35 -0.10575999999999998 -0.089879999999999974 -0.094679999999999986 -0.23029999999999998 0.11327500000000001 -0.10981499999999998 0.08882000000000001 0.11588000000000002 -0.50763499999999995 -0.19424999999999998 -0.14867499999999997 -0.075584999999999986 -0.083514999999999992 -0.100615 0.12007500000000002 -0.06189999999999999 -0.069909999999999986 0.088405000000000025
decision_type=2 2 2 2 2 2 2 2 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 12 -12 -5 25 18 -16 17 21 -15 -20 -21 22 -13 24 27 -14 -25 -23
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 11 16 13 14 15 -17 -18 -19 19 20 -22 23 -24 26 -26 -27 -28 -29
leaf_value=-0.00084824380083722969 0.00075432945548486866 0.00089454428389028871 -0.0014256742252078229 -0.0006392400840937669 0.00025850553190392126 0.00077086696193109873 -0.00083687358964407307 0.00078940696904794441 0.00075722829783465048 -0.0011695482238681363 -0.0010900190484771524 0.00032836264921258762 0.00033327515329855122 0.00056302377496936055 -9.2530117785360224e-05 0.0011363596820541102 -0.00071871308439525234 -0.00060454685005751805 -0.0011010370894476941 -0.00060015094583445246 0.00037405523780261948 0.00048149654832701339 -0.00090305696646480744 -0.0003994679416925136 -4.0800543514574034e-05 0.0010645610013751839 0.00027180625932974922 0.0012022515161899357
leaf_weight=0.0014059571743183499 0.0014187979888694571 0.0013290441768475927 0.0012069601279325317 0.001322165812013055 0.0010103258527927039 0.0013693237958610762 0.0010124336221628552 0.0010868669774308773 0.0010348382781528989 0.0010791731583594802 0.0017561496067473098 0.001228253975693097 0.0010397091179683571 0.0011259727688432992 0.0013754764635901529 0.0013834221152113635 0.001592911381102847 0.001531778412252772 0.0010651168589044264 0.0015900913675611656 0.0018074088394482296 0.0010383305994179359 0.0011128713055852313 0.0011020918848598793 0.0012240795429470097 0.0016561373779984132 0.0017868330000353708 0.0012292105384099639
leaf_count=145 107 42 145 21 17 129 99 96 101 51 413 374 32 62 43 36 117 370 74 97 82 27 708 249 49 33 141 50
internal_value=0 1.8237e-05 -1.48621e-05 -4.71806e-05 -0.000658263 -4.23552e-06 -3.94018e-05 -1.17221e-05 -4.27284e-05 -7.33352e-05 -2.7779e-05 -0.000192136 0.00015302 0.000247874 7.52064e-05 0.000523684 -5.90308e-05 4.34533e-05 -0.000146192 -0.000325136 -8.18908e-05 0.000157261 -0.000257002 0.000309261 0.00055213 0.000782525 1.57228e-05 0.00087221
internal_weight=0 0.0365158 0.0351867 0.0337679 0.00221729 0.0315506 0.0301813 0.0291689 0.028082 0.0270472 0.025968 0.0136025 0.0123655 0.0110433 0.00834749 0.0027589 0.0118464 0.0102534 0.00558859 0.00446262 0.0033975 0.00872167 0.00234113 0.00638055 0.00349162 0.00269585 0.00288892 0.00226754
internal_count=3910 3765 3723 3616 162 3454 3325 3226 3130 3029 2978 2498 480 459 394 79 2085 1968 315 253 179 1598 1082 516 126 65 390 77
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=26
num_cat=0
split_feature=1213 1456 480 1374 133 1 14 11 159 16 3 15 49 1 457 15 3 2 2 4 4 0 0 15 2
split_gain=0.000390103 0.000383327 0.000365535 0.000394163 0.000387943 0.000290722 0.000674825 0.000375637 0.000357626 0.000317387 0.000312964 0.000320961 0.000356598 0.000578317 0.000358024 0.000303471 0.000286462 0.000341531 0.000281108 0.000252345 0.000244519 0.000422329 0.000498723 7.88495e-05 1.91376e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 -0.094679999999999986 0.10681500000000001 0.13662500000000002 0.073890000000000011 0.088315000000000018 0.10701500000000001 0.16388500000000003 -0.12008499999999998 -0.11739999999999999 -0.084934999999999997 0.10871500000000002 0.069705000000000003 -0.03231499999999999 0.13772500000000001 0.10679500000000001 0.106285 0.27020000000000005 -0.23071499999999998 -0.072559999999999986 -0.10131499999999999 -0.024209999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 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 10 -7 15 19 13 -13 16 -5 17 20 -17 -12 -14 22 24 -23 -22
right_child=1 2 -4 4 -6 9 -8 -9 -10 -11 11 12 14 -15 -16 18 -18 -19 -20 -21 21 23 -24 -25 -26
leaf_value=-0.00069647195555792775 -0.00063402867054605371 -0.00055709006561388064 -0.00066690160700100373 0.0011037710636272332 -0.00056660833356497579 0.0010535244419238074 -0.00085185069584158978 -0.00046308764599213722 -0.00053244014424041119 0.00013089563286540248 -0.00062812654868311913 -0.00056297510082089217 -0.00028640172646470332 0.00059742751003574171 0.00083873608388146316 -6.6750199600268249e-05 0.00072174586938153777 -0.00043352014638860611 0.00077805983375130487 0.00012924712121849195 0.00062171248566928231 0.00054076216898556076 -0.00039229465540659332 0.0010206116375796274 0.00038503527176822011
leaf_weight=0.0012550981412524495 0.0013676360434769904 0.0014969452390234386 0.0010948022702566207 0.0010656487135349835 0.0012969030996202715 0.0010560780068142447 0.001122692526267898 0.0015189196343428071 0.0010483035132957666 0.001269431570907642 0.0013587033261483498 0.0019577138494186732 0.0011296571922478835 0.0010049102296711965 0.0017131645446497581 0.0013668621706450701 0.0015140224810714651 0.0013715848432236388 0.0010983286603902798 0.0013620348244264002 0.0010775434416245774 0.0010189540573755096 0.0017462682804086221 0.0011021890338271181 0.0010362020542158401
leaf_count=592 332 68 228 63 387 154 76 110 136 36 143 123 58 37 125 62 45 148 28 104 17 51 678 39 70
internal_value=0 1.014e-05 3.87176e-05 6.46993e-05 9.76636e-05 0.000129643 8.99381e-05 0.000134948 0.00017629 0.000549887 0.000211799 0.00014328 0.000216018 -0.000169371 0.000313525 0.00054932 0.000223516 0.000134587 0.000309642 -0.000248976 0.000244167 0.000344375 9.94413e-05 0.000790102 0.000505688
internal_weight=0 0.0321955 0.0308279 0.0297331 0.0282361 0.0269392 0.0246137 0.023491 0.0219721 0.00232551 0.0209238 0.0173929 0.0146722 0.00296262 0.0117096 0.00353084 0.00999642 0.0084824 0.00246519 0.00272074 0.00711081 0.00598116 0.00386001 0.00212114 0.00211375
internal_count=3910 3318 2986 2758 2690 2303 2113 2037 1927 190 1791 1638 1391 160 1231 153 1106 1061 90 247 913 855 765 90 87
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=26
num_cat=0
split_feature=1213 31 1456 133 480 1374 38 13 475 457 0 0 3 16 3 4 15 15 2 49 51 12 2 3 48
split_gain=0.000459446 0.00041168 0.000352928 0.000322451 0.000330075 0.000338601 0.000299159 0.000427187 0.000299911 0.000393292 0.000313129 0.000513903 0.000325505 0.000319855 0.000313369 0.000469494 0.000242294 0.000225897 0.000296018 0.000207478 0.000278604 0.000252491 0.000189914 0.0002538 8.79706e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.086640000000000009 -0.094679999999999986 1.0000000180025095e-35 -0.45122499999999993 -0.084049999999999986 0.084715000000000013 -0.074904999999999985 -0.10575999999999998 0.076695000000000013 -0.083564999999999987 0.090325000000000003 0.056740000000000006 -0.12507499999999996 -0.11739999999999999 0.080080000000000012 0.0052300000000000011 -0.19242499999999998 0.098845000000000016 0.093815000000000009 -0.14539499999999997 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9 10 11 14 19 -13 17 -16 -17 -10 -19 20 -12 22 -22 -24 -11
right_child=1 2 3 -5 -6 6 -8 8 9 24 12 13 -14 -15 15 16 -18 18 -20 -21 21 -23 23 -25 -26
leaf_value=-0.00086906906935885285 0.00082755754390981284 -0.00072292810138411916 -0.00067229114993702622 -0.00076222858105754506 -0.00076025059137606354 0.0009499834377570659 -0.00054572216741982985 -0.00064435271269315119 -0.00011628086054010476 0.0010167191706034757 0.00091183466852906136 -0.00013277553284925548 -0.00033848356739594711 -0.001094114460902385 0.00053741675437286667 -0.00019267126373869459 -0.0011604622258747429 0.0011879594299178762 0.00021573499507371302 0.00099383893324749267 -8.5307686154202888e-05 -0.00033964377821466452 2.3200243663227878e-05 0.0009869232698720982 0.00042242599889547397
leaf_weight=0.0013656794429600374 0.0013078615252311012 0.0015156518331253524 0.0012807036385176209 0.0011426967634837739 0.0010882366449086736 0.00138561145466098 0.0014523010414415607 0.0011347736082418782 0.0013867787455272562 0.0011587043481142692 0.0013167149668427145 0.0015230865461546682 0.0016132865024840468 0.0015340944494674005 0.0011843051734090615 0.0013185724916953134 0.0010079430163760783 0.0011727535293175519 0.0016855556013721795 0.0010964189581543771 0.0013838938094291727 0.0016312385699315257 0.0010077903306076061 0.0015040639553922227 0.0010470857502813402
leaf_count=592 113 332 63 434 178 63 84 210 83 112 43 296 87 484 51 36 29 25 148 90 83 108 57 66 43
internal_value=0 1.05758e-05 -2.32672e-05 1.20144e-05 4.26129e-05 7.40122e-05 0.000110019 0.000147971 0.000101096 0.000138572 7.40182e-05 -9.91768e-05 0.00027005 -0.000615176 0.000104217 -0.00022424 -0.000611958 0.000375861 0.000614635 0.000393693 0.000297545 0.0001512 0.000356727 0.000600264 0.000734609
internal_weight=0 0.0328801 0.0315723 0.0300566 0.0289139 0.0278257 0.026545 0.0250927 0.0237071 0.0225723 0.0203665 0.0108131 0.00955341 0.00305718 0.00775591 0.00351082 0.00232652 0.00424509 0.00285831 0.00794012 0.0068437 0.00552699 0.00389575 0.00251185 0.00220579
internal_count=3910 3318 3205 2873 2439 2261 2198 2114 2051 1841 1686 1152 534 780 372 116 65 256 173 447 357 314 206 123 155
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=28
num_cat=0
split_feature=1429 1213 133 1374 480 453 38 13 40 42 43 475 158 160 34 49 151 457 4 3 49 15 2 52 0 3 42
split_gain=0.000545366 0.000521969 0.00044823 0.000471415 0.000417322 0.000339064 0.000395359 0.000489728 0.000378035 0.000986162 0.000389499 0.000421659 0.000341192 0.000506713 0.000441658 0.000347265 0.000398777 0.000339969 0.00032452 0.000299668 0.000256785 0.000252487 0.000226747 0.000321206 0.000244229 4.94433e-05 9.91143e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.086640000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.45122499999999993 0.053870000000000008 -0.10770999999999999 0.098320000000000005 -0.084049999999999986 0.085745000000000002 -0.096329999999999985 -0.0011599999999999998 -0.091004999999999989 0.10561000000000002 -1.0000000180025095e-35 -0.034289999999999994 -0.086169999999999983 0.059130000000000009 -0.10192499999999999 0.10488500000000002 0.092885000000000009 -0.055084999999999988 0.090325000000000003 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 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 -11 13 -13 -15 19 17 -17 22 -16 21 -20 23 24 -19 26 -23
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 12 -14 14 15 16 -18 18 20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=-0.0010503559716673033 -0.00082590193167021968 -0.00069031480181939433 -0.00074610133599367558 0.00097340892110993121 -0.00070829905027749681 -0.00055878680356014532 -0.00055211897001160618 -0.00098037850625256012 0.0010362841337382186 -0.00053478884412308536 -0.00051127499341916186 -0.00060923599996351137 -0.00046888591985384391 -0.00039486557907064798 0.00052016535453277581 -0.00012292934455036589 -0.00025794429720602831 0.00010456721372595407 0.00053573421559547025 -0.00051023317521335166 0.00034116485262908992 0.0008531166676286556 0.00095735310373637418 -0.00043216018021999378 0.00099550531091709073 0.001425934468052995 0.0013600396088896448
leaf_weight=0.0010046507145471109 0.0014383785975637517 0.0015200505318588844 0.0013754472292321343 0.0016853844594547076 0.0011812394491788744 0.0012906286695462113 0.0013942893349367927 0.0014963930664391159 0.0010065683556106366 0.0012693889823677243 0.0014090338968369273 0.001045771780886883 0.0010761144498151456 0.0012825429825310533 0.0010615956356847533 0.0011357576164565406 0.0011319714992503718 0.0014078463607336555 0.001682332867250504 0.0012583603389417749 0.0014680624757049121 0.0016784040108810683 0.0011361131952942749 0.0010666342526326478 0.0011327641059750582 0.0012544575286086435 0.0014813870256076278
leaf_count=181 592 64 461 71 184 94 85 156 35 208 225 197 201 112 33 71 27 230 117 77 127 112 51 61 38 54 46
internal_value=0 1.68445e-05 5.25722e-05 8.63181e-05 0.000124359 0.000157307 0.000189666 0.000227737 0.000178417 0.000143136 0.000216301 0.00026383 0.000313768 0.00035758 0.000413199 0.000474539 0.000556234 0.000624788 0.000693786 -3.873e-05 0.000877441 0.00100658 0.000400896 0.000225638 0.000501804 0.00118602 0.00109077
internal_weight=0 0.0353669 0.0339285 0.0325531 0.031033 0.0298518 0.0285612 0.0271669 0.0254815 0.0244749 0.0229785 0.0215695 0.0203001 0.019224 0.0181782 0.0168957 0.0145757 0.0134438 0.012308 0.00231996 0.00756464 0.00609658 0.00474336 0.00360724 0.00254061 0.00441425 0.00315979
internal_count=3910 3729 3137 2676 2612 2428 2334 2249 2178 2143 1987 1762 1554 1353 1156 1044 934 907 836 110 456 329 380 329 268 212 158
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=17
num_cat=0
split_feature=14 1 4 12 4 4 0 147 2 0 3 52 12 3 13 0
split_gain=9.25098e-05 9.1611e-05 0.000153944 0.00015714 0.000124899 0.000114624 0.000207146 0.000202848 0.00017784 0.000411694 0.000273726 0.000184736 0.00018405 0.000159975 9.9866e-05 2.71884e-05
threshold=0.073890000000000011 0.077800000000000022 -0.084009999999999987 0.085185000000000025 -0.49837999999999999 -0.23071499999999998 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.12046500000000002 -1.0000000180025095e-35 0.097345000000000015 -1.0000000180025095e-35 -0.028919999999999998 -0.083674999999999986
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 -3 7 8 12 10 11 -10 13 -7 -6 -5
right_child=-2 5 3 15 14 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00098268842640613545 -0.0013997083845804516 -0.0012113618289525344 -0.0025685442597286464 -0.00091084861890386405 -4.8335639832521449e-05 -0.0025789604831062841 0.0024131051741812615 0.0022433803776193543 -0.00045705381838178559 0.0028176186059311382 -0.0021928970753584552 0.0017682993681789536 0.00070900142890350322 -0.00023234777180320727 0.0020261168712515458 0.00018157045666384165
leaf_weight=0.0010658689448189707 0.0010227954282585596 0.0010469240521291398 0.0011208109455081864 0.0010168178057790109 0.0010199705953146398 0.0013997317013304004 0.0010692719249011376 0.0010145191590661398 0.0019167955135585002 0.0013651627130192058 0.0011114753792325072 0.0014868621992042419 0.0012749377786885896 0.0012208930132871785 0.0010646004586973134 0.0010288103343290989
leaf_count=41 135 217 402 524 78 570 153 128 115 230 54 96 148 72 290 657
internal_value=0 6.25687e-05 -0.000404936 -0.00114268 0.000336552 0.00029138 0.000424036 0.00022693 1.76663e-05 0.000537778 -0.000151538 0.000515075 -0.000767435 -0.00148572 0.0010111 -0.000361437
internal_weight=0 0.0192235 0.00631688 0.00316644 0.00315044 0.0129066 0.0118596 0.0107904 0.00977586 0.0058803 0.00451513 0.00340366 0.00389556 0.00262062 0.00208457 0.00204563
internal_count=3910 3775 1992 1583 409 1783 1566 1413 1285 495 265 211 790 642 368 1181
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=25
num_cat=0
split_feature=31 1213 1456 1374 133 46 13 0 475 3 1 43 4 4 43 42 42 2 52 43 11 15 52 52
split_gain=0.000460825 0.000395311 0.000344554 0.000354273 0.000356218 0.000335101 0.000408424 0.000358621 0.000325532 0.000316527 0.000389075 0.000366867 0.000433725 0.000289176 0.00025672 0.000288018 0.000314446 0.000338212 0.000314469 0.000422659 0.000190494 0.000312664 0.000152929 0.00015276
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.083550000000000013 -0.45122499999999993 -0.23029999999999998 -0.08459499999999999 -0.013944999999999997 0.11198000000000001 -0.019509999999999996 -0.0058549999999999991 0.15927500000000003 0.098320000000000005 0.098285000000000011 0.092395000000000019 0.08400500000000001 0.093400000000000011 -0.089949999999999988 0.07677500000000001 -0.09547499999999999 -1.0000000180025095e-35 -0.062489999999999997
decision_type=2 2 2 2 2 2 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 13 -9 14 11 -11 -13 -8 15 16 17 20 19 -19 21 -10 -21 -12
right_child=1 2 3 4 -6 -7 7 8 9 10 23 12 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 -25
leaf_value=0.00087228980370362302 -0.00085055645654387468 -0.00075498095189005499 -0.00072776969582284787 0.00085390278434797505 -0.00075572227653852571 -0.00069878005422541482 0.00098916872347872432 -0.00080671832176864916 0.00010216225376851785 0.00028169561653837417 0.00060520659854486065 -0.0001909990632856251 -0.0013045782000313129 -1.0561357430768938e-05 -0.00053629132388109159 0.00081482670019360844 -0.0006258086495290815 5.1317346985401281e-06 -0.00018748329045470316 0.0006028944708878711 0.00038004194843897857 -0.00096730289848330562 0.0012527747502139332 -7.1168649932853867e-05
leaf_weight=0.0012459258002221465 0.0013030152911177864 0.001329532445570005 0.0013414976607526432 0.0015852407626854538 0.0011512316458800178 0.0011439898010898722 0.0016000232883284149 0.0010215337970754653 0.0014105084100073384 0.0010017294695650047 0.0012312008590486534 0.001529955167073993 0.0015598238241816458 0.0010636781577488819 0.0010033447949329135 0.0016930930732850799 0.0010288469269350573 0.001606475385832945 0.0013374853152463007 0.001545245285528212 0.0011354173399524825 0.0010553282304936948 0.0016570900680970011 0.001838420325964138
leaf_count=113 592 332 67 78 430 42 30 223 44 59 73 89 89 58 210 114 128 187 163 240 34 250 156 109
internal_value=0 -4.87955e-05 -1.49541e-05 1.83516e-05 5.38457e-05 8.83024e-05 0.000123061 7.54218e-05 1.21326e-05 5.26718e-05 -0.000199781 -0.000499803 -0.000753171 0.000589953 0.000186856 0.000245044 0.000155524 0.000237993 0.000449876 0.000627146 -0.000123628 -0.000355547 0.000939183 0.00020012
internal_weight=0 0.0321737 0.0308707 0.0295412 0.0281997 0.0270484 0.0259044 0.0243192 0.0216555 0.020634 0.00716113 0.00409151 0.00308978 0.0026637 0.0134728 0.0124695 0.0107764 0.00974755 0.0061463 0.00480881 0.00360125 0.00246584 0.00320234 0.00306962
internal_count=3910 3797 3205 2873 2806 2376 2334 2256 2168 1945 419 237 178 88 1526 1316 1202 1074 746 583 328 294 396 182
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=26
num_cat=0
split_feature=1213 31 133 1456 1374 480 34 457 1 15 42 160 157 4 16 13 16 16 3 42 16 0 1 1 4
split_gain=0.00042277 0.000366748 0.000338763 0.000356716 0.000367035 0.000333212 0.000354205 0.0002741 0.000293842 0.000370097 0.0005964 0.000523185 0.000474918 0.000390736 0.000374564 0.000348587 0.000395654 0.00030195 0.000233266 0.000249753 0.00016527 0.000157403 0.000273834 0.000114213 3.98075e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 -0.016844999999999995 0.088055000000000008 0.13662500000000002 -0.098459999999999978 -0.090359999999999982 0.087825000000000014 -1.0000000180025095e-35 0.25367000000000006 -0.38486499999999996 -0.087694999999999981 -0.52908499999999992 0.20277000000000003 -0.15653499999999998 0.091955000000000023 0.26364000000000004 -0.068039999999999975 0.085990000000000011 0.11327500000000001 -0.23071499999999998
decision_type=2 2 2 2 2 2 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 9 13 -11 12 -12 -8 -14 -15 -17 -10 -16 20 21 22 -20 -18 -23
right_child=1 2 -4 4 5 -7 7 -9 17 10 11 -13 14 15 18 16 23 -19 19 -21 -22 24 -24 -25 -26
leaf_value=-0.00081117650796432624 0.00075909060988070087 -0.00070748679964350615 -0.00075435462904310531 -0.00066135413866914134 -0.00072073039190766739 -0.00072930732445279666 -0.00079114090356752187 0.00074981019684429635 0.0012063432069402372 -0.00079515400133637075 -0.00028908344158367472 -0.00049705211855563514 -0.00020500736362459145 0.00066423762277289546 1.8130639890758379e-05 -0.00098220591669088107 -0.000211115397830662 0.00014468538980526283 0.00031837279465270587 0.00019124230177931838 0.00034386181736659351 0.0010479211569702424 0.0012150687933726813 0.00046843903992880507 0.0014434493411879348
leaf_weight=0.001347192188752038 0.0013712168021349216 0.0013666515300907447 0.0012482815068721445 0.0014464782983836235 0.0010169309511782734 0.0010115697898088879 0.0018715119830022874 0.0015500884635812886 0.0010160843136679523 0.0012131055805747739 0.0019629523457533058 0.0016731633339775462 0.0014253021337189359 0.0012236843865376379 0.0012744323229574245 0.001050187236248723 0.0011018402824376494 0.0012911854038968329 0.0016236644358177078 0.001687984480826521 0.001235036733416961 0.0011378308712295393 0.0013029112630535966 0.0010026479011198686 0.0010280801756648314
leaf_count=592 113 306 460 63 67 178 214 131 116 171 310 141 83 59 70 21 47 31 283 143 65 27 132 60 27
internal_value=0 2.13898e-05 -1.04583e-05 1.9974e-05 5.40838e-05 9.14433e-05 0.000122552 0.000155957 0.000117795 6.55001e-05 0.000185749 0.000268664 0.000369717 -0.000233965 0.000490404 4.19816e-06 -0.000251828 0.000612222 0.000597097 0.000689151 0.000821977 0.00093793 0.000717582 0.000112647 0.00123566
internal_weight=0 0.0331328 0.0317616 0.0305133 0.0291467 0.0277002 0.0266886 0.0256717 0.0241216 0.0218143 0.0155645 0.0143514 0.0126782 0.00624987 0.0107152 0.00437836 0.00315468 0.00230727 0.00928994 0.00801551 0.00632752 0.00509249 0.00292658 0.00210449 0.00216591
internal_count=3910 3318 3205 2745 2439 2376 2198 2131 2000 1853 1452 1281 1140 401 830 187 128 147 747 677 534 469 415 107 54
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=15
num_cat=0
split_feature=124 133 158 14 13 3 0 457 16 2 42 0 48 3
split_gain=8.78131e-05 0.000136441 0.000131684 0.000146156 0.000131258 0.000170382 0.000167328 0.000258113 0.000177182 0.00016584 0.000141014 0.000187145 0.000159816 0.000177143
threshold=0.10385500000000002 0.099765000000000006 0.084965000000000027 -0.13131999999999996 -0.10241499999999999 -0.13927999999999999 -0.053834999999999994 -0.0015249999999999997 0.064860000000000015 0.097940000000000013 0.088345000000000021 -0.10131499999999999 0.092250000000000013 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -7 -8 -5 11 12 13 -9
right_child=-2 -3 -4 4 5 6 8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018015548847014941 0.0018426649193162121 -0.0023888091725150717 -0.0021277535686529026 -0.00011984765038326683 0.0019019073726512467 -0.0029107785686475784 0.00010211028531573735 9.4336018644034097e-05 -0.0035005252463048021 0.0029848370318698719 0.002145201940670337 -0.0015660735713764126 -0.001015566701045578 0.003492504481480101
leaf_weight=0.0014698676795924506 0.001022330892979483 0.001053867752551541 0.0011350293353248391 0.001327325357154764 0.0018177375706622768 0.0010160327943092868 0.0010936851599894692 0.0012716992416811875 0.0012234787024782978 0.0016112781061404652 0.0018435228513530924 0.0019412784472491841 0.0012326803919346929 0.0013250432010711855
leaf_count=148 49 596 366 136 201 255 88 120 180 146 414 1084 46 81
internal_value=0 -0.000113174 1.78144e-05 0.000159618 0.000343183 5.78874e-05 -0.000248298 0.000168351 -0.00180011 0.0015825 0.000579227 7.89561e-05 0.000912884 0.00182832
internal_weight=0 0.0193625 0.0183087 0.0171736 0.0157038 0.0127652 0.0109474 0.00863026 0.00231716 0.0029386 0.00761422 0.0057707 0.00382942 0.00259674
internal_count=3910 3861 3265 2899 2751 2469 2268 2000 268 282 1745 1331 247 201
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=28
num_cat=0
split_feature=52 1213 51 16 123 133 1374 38 40 4 47 48 4 160 14 3 1 12 16 16 43 43 150 3 52 2 13
split_gain=0.000507936 0.00047845 0.000376194 0.000428654 0.000518465 0.00055652 0.00044483 0.000434558 0.000474096 0.000475853 0.000452691 0.000486337 0.000565906 0.000520313 0.000413976 0.000546293 0.000384231 0.000448423 0.000320797 0.000731358 0.000218959 0.000211731 0.000205142 0.000200257 0.000188382 0.000180486 0.000115233
threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.40274499999999996 0.41476000000000007 0.088610000000000008 0.10681500000000001 0.086000000000000007 1.0000000180025095e-35 -0.083709999999999993 -0.49837999999999999 0.11896000000000002 0.12675000000000003 0.0057500000000000008 0.087825000000000014 -0.46637499999999993 0.090325000000000003 0.094385000000000011 0.11742500000000002 -1.0000000180025095e-35 -0.083564999999999987 -0.00084499999999999994 -0.077544999999999989 0.081245000000000026 0.12566000000000002 -0.056389999999999989 0.086130000000000012 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 18 -14 16 21 26 19 25 -21 -16 23 -17 -20 -11 -18
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 -13 14 -15 15 22 17 -19 24 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00097301003974623068 -0.00077542795117675008 -0.00067001397117770879 0.00095314649441892918 0.00080742540454912083 0.00083764909668326295 -0.00096034230919828361 -0.00085839679908814926 -0.0007469729760663684 -0.0008432941036963258 0.00069927753339016092 -0.00071871926671557046 -0.00075392392716903804 -0.00034597440344528752 -0.00080684340578948135 0.00025784658629009487 0.00025851044807145688 0.00060674940617271109 -0.0001118819382234979 0.00070529597347546017 -0.001067963292947539 -0.00028672257771405265 -0.00061694264031474035 0.0014005018028450356 0.0011408704891819597 9.3580320717988349e-05 1.627506720371909e-05 0.0012110509331421406
leaf_weight=0.0010565887365110984 0.0014512267943636295 0.001383073561227687 0.001244456340153798 0.0014975803503918242 0.0015228388823744837 0.0011381534271743534 0.0010460351722667563 0.0012152841682797613 0.0010761949324775621 0.0015683692039562729 0.0012316856124741085 0.0011044382417786372 0.0011906315420624489 0.0014355662363720054 0.0010513570396570313 0.0010144982083559739 0.0012917018648480605 0.0013289920180206138 0.0020076972491520628 0.0012145335847273822 0.0016717915790776241 0.0011210343121983981 0.001362348901071897 0.0010030470864687002 0.0019420938319160306 0.0014695266021497455 0.0011877012303569412
leaf_count=353 584 95 109 34 169 410 96 69 76 182 60 28 41 152 90 32 73 19 95 423 136 119 53 51 148 169 44
internal_value=0 1.21332e-05 4.54347e-05 7.54769e-05 4.0612e-05 4.13457e-08 3.80227e-05 7.18339e-05 0.000109359 6.7811e-05 0.000108334 0.00015269 0.000198494 -1.91245e-05 0.000431751 0.000530674 0.000276367 0.000544433 9.54006e-05 -0.000110694 -0.00061546 -0.000193577 0.000980675 0.000697186 0.000404518 0.000368888 0.000896226
internal_weight=0 0.0357719 0.0343206 0.0329376 0.03144 0.0299171 0.028779 0.0277329 0.0265177 0.0252732 0.024197 0.0229653 0.0218609 0.0113096 0.0105513 0.00936068 0.00598079 0.0038084 0.00987401 0.00592422 0.00288633 0.00217239 0.00337989 0.00201755 0.00394979 0.0030379 0.0024794
internal_count=3910 3557 2973 2878 2844 2675 2265 2169 2100 1991 1915 1855 1827 1305 522 481 345 136 1153 910 559 209 136 83 243 351 117
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=28
num_cat=0
split_feature=31 1213 1456 453 480 1374 0 1 15 14 43 474 11 49 13 4 4 4 4 43 0 0 15 4 12 1 49
split_gain=0.000452897 0.000404512 0.000403931 0.00042313 0.000316113 0.000314544 0.000487982 0.000392979 0.000594553 0.000530576 0.000328897 0.000521145 0.000390138 0.000352131 0.000419366 0.000474063 0.000279731 0.000273092 0.000245136 0.000235506 0.000269054 0.000316761 0.000416658 0.000314773 0.000139716 8.04309e-05 7.74059e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.086640000000000009 -0.094679999999999986 -0.23029999999999998 0.13662500000000002 -0.050004999999999994 0.073890000000000011 -0.053009999999999995 0.085295000000000024 0.079225000000000004 0.093945000000000015 -0.097529999999999992 -0.078094999999999984 0.28937500000000005 0.17888000000000001 -0.23071499999999998 -0.079109999999999986 -0.017269999999999997 -0.10462499999999998 0.083825000000000024 -0.48072499999999996 0.085775000000000004 0.092730000000000021 -0.04682999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 25 9 -9 10 12 13 19 14 17 18 26 24 -16 20 21 -8 -23 -22 -12 -7 -17
right_child=1 2 3 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28
leaf_value=0.0007998463847087424 -0.00078894877626402261 -0.00074188534184401334 -0.00054642113172654651 -0.0008530256612019429 -0.00070100512653410219 0.0010041467795513146 0.0005640748415919164 0.001400525865846607 5.8761283246345024e-06 -0.00098327551162951548 -0.00060334454501748006 0.00082417191924473909 -0.0005584876717627345 0.00042078994147089579 -0.00050805522736626372 -0.00085435442587718376 -0.00025631963286739333 0.00059269571018496592 0.00045572453565631132 0.0007920234705806196 8.2947017657267538e-05 -0.00067298376819949224 0.00045754332974535118 0.0011891488061891828 5.0429304005226416e-05 0.00048419570762668352 -0.0013614479074198123
leaf_weight=0.0012907815878819276 0.001375972437987912 0.0014263134352867904 0.001491190834941313 0.0010498811621664208 0.0010550219623633164 0.0010839085794587177 0.0013776871481216988 0.001026409007805297 0.0014407683216379743 0.0010324359561881815 0.0010411030771547121 0.0010743672888862419 0.0010430665976457485 0.0015497828319354654 0.0010264644203665735 0.0010704444570317495 0.0010149826658576444 0.0012395824763853369 0.0010436528639301557 0.0018374157050890473 0.0010020372058718863 0.0017432674487939948 0.0010093929659247269 0.0010156890179937594 0.0016678204848860345 0.0012633256580301122 0.0013158849533653257
leaf_count=113 592 332 67 89 225 24 103 130 42 83 58 97 38 143 124 48 41 39 292 209 11 415 148 51 40 55 301
internal_value=0 -4.55372e-05 -1.3513e-05 2.05315e-05 5.16569e-05 7.96068e-05 0.000114285 5.60144e-05 0.000586086 -3.14758e-06 4.48729e-05 -0.000106595 0.000246931 -0.000197753 -0.000299517 -0.000550512 -0.000872078 4.82862e-05 -2.21642e-05 0.000352135 0.000220669 1.59234e-05 -0.000258423 0.00063979 -0.000200831 0.000724299 -0.00113398
internal_weight=0 0.0333179 0.0319419 0.0305156 0.0294657 0.0284107 0.0269195 0.0245723 0.00246718 0.0221051 0.0210726 0.0120441 0.00902856 0.0109697 0.00941994 0.00547143 0.00340131 0.00394851 0.00207012 0.00798549 0.00614807 0.00413035 0.00275266 0.00201773 0.00270892 0.00234723 0.00238633
internal_count=3910 3797 3205 2873 2784 2559 2492 2413 172 2241 2158 1183 975 1086 943 806 390 137 416 937 728 666 563 62 98 79 349
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=28
num_cat=0
split_feature=31 403 457 457 44 51 39 47 4 11 15 15 151 474 12 0 15 147 0 4 1 484 13 12 43 1 3
split_gain=0.000585078 0.000532735 0.000334068 0.000686906 0.000366128 0.000351014 0.000542607 0.000548372 0.000384363 0.000424212 0.000371606 0.000484254 0.000942265 0.00037414 0.000360007 0.000310172 0.000273208 0.000242262 0.000337024 0.000235225 0.000409329 0.000231046 0.000204288 0.000409505 0.00015176 0.000150917 0.000102028
threshold=-1.0000000180025095e-35 0.09389500000000002 -0.15747999999999998 -0.0034949999999999994 1.0000000180025095e-35 -0.40274499999999996 0.11742500000000002 0.11939500000000002 0.17888000000000001 0.077165000000000025 0.084050000000000014 -0.095799999999999982 -0.051109999999999996 0.087505000000000013 0.098595000000000016 -0.18901999999999997 -0.089594999999999994 0.10271500000000001 -0.13506999999999997 -0.029114999999999999 0.093720000000000012 0.084750000000000006 -0.070604999999999987 -1.0000000180025095e-35 -0.051469999999999995 0.11215000000000001 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 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 -7 14 16 -10 -13 18 -17 21 -21 22 26 -24 -12 -20 -18
right_child=1 -3 3 4 -6 6 -8 -9 15 -11 24 13 -14 -15 -16 17 19 -19 25 20 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0010402806004637315 0.00089679318114896107 -0.0012292232530840448 -0.0011525208906572892 -0.0007978455518023377 -0.00082973903572245182 0.00059381461093277021 0.001211266182642871 -0.0011016598745606251 0.0012263580728325706 -0.00093677256586963814 -0.00016361440310412522 0.00097665457092839221 -0.001452101428976989 -0.0007135517927809664 -0.00055148168932305148 -0.00014432606718310932 0.0010255465065962591 -0.00038916151377128117 0.00042099000727440926 -0.00064659458082294043 0.00060633286250112684 0.0011540659778599479 0.00087277011852364905 -0.00039895315878244467 -0.0010469035774603012 0.001117639306996709 0.00033734886320037778
leaf_weight=0.0013797547215773079 0.001049980533520233 0.0010000588212116098 0.0014373479167417149 0.0012756151138144647 0.0013470295027317994 0.0010781669849011521 0.0011009871750040636 0.0010939743472855304 0.0010460420472213627 0.0013215400016590708 0.0010081152485339473 0.0018784918686731893 0.0013836317385254758 0.0010310373329404385 0.0011675634864228021 0.0018600307634215052 0.0011890678310351177 0.0012384232446933652 0.001924010117336116 0.0016126211216739026 0.0012428676515021664 0.001087325057429922 0.0010434773038241474 0.0019654117474395749 0.0010894876135867917 0.0014817429548071928 0.0011319220099443861
leaf_count=113 50 304 260 131 63 61 66 74 52 182 344 147 155 163 110 75 20 15 98 257 52 37 17 155 715 150 44
internal_value=0 -4.89252e-05 -1.4296e-05 -4.32531e-05 7.20493e-06 4.4472e-05 8.15536e-05 3.69329e-05 8.34432e-05 -3.97165e-05 2.64784e-05 0.000112559 -0.000556074 0.00023586 0.000315322 0.000397135 0.00040608 0.000263775 0.000417334 0.000290491 -0.000101251 0.000464805 0.000324192 4.20782e-05 -0.000622392 0.000724082 0.00068992
internal_weight=0 0.035086 0.0340859 0.0330359 0.0315986 0.0302516 0.0289759 0.027875 0.026781 0.0192307 0.0179092 0.0158116 0.0024618 0.0133498 0.0123187 0.00755025 0.0111512 0.00650421 0.00526578 0.00927269 0.00285549 0.0064172 0.00532988 0.00300889 0.0020976 0.00340575 0.00232099
internal_count=3910 3797 3493 3443 3183 3120 2989 2923 2849 2459 2277 1218 216 1002 839 390 729 338 323 582 309 273 236 172 1059 248 64
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=16
num_cat=0
split_feature=38 124 484 15 42 16 42 1 16 3 47 15 0 150 2
split_gain=0.000109537 0.000213413 0.000158753 0.000108115 0.000173209 0.000194279 0.000140747 0.000163859 0.000149267 0.000151154 0.000194064 0.000174455 0.000117479 0.000145488 0.000124228
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 -0.15168999999999996 0.093125000000000013 0.13662500000000002 -0.52908499999999992 -0.10315499999999998 0.091340000000000018 -0.010069999999999997 -0.087899999999999992 0.086420000000000011 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 -4 11 12 -10 13 14 -11
right_child=-2 2 3 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.0017528666015682274 -0.0016526216443777998 -0.0018461676632596986 -0.0014467316571525515 -0.00020228494498247964 0.00087833204533850347 -0.0031118868593514987 -0.0010836129522118585 0.0022988863769875922 0.0032079743465595087 0.0030171621311666738 -0.0019250039811438654 0.00023165985428934922 -0.00059531869479790851 -0.00031090866434917662 0.00073328784256698699
leaf_weight=0.0018057076698744434 0.0010181668358111287 0.0012677712387119807 0.0011952306168363487 0.0013229314612589471 0.0011602586244030544 0.0011098900028451769 0.0017921202836764108 0.0011489815107743337 0.0010204086681199764 0.001093089034680513 0.0010388266478800895 0.0010517992245944177 0.0018385876149578425 0.0014811857606956136 0.0014669493137265399
leaf_count=277 95 592 87 61 614 650 262 92 96 126 153 121 436 84 164
internal_value=0 7.21711e-05 -9.65436e-05 3.61172e-05 -0.000752104 -0.00152969 0.000251864 0.000463008 0.000255922 0.000482271 0.000118364 0.00169727 0.00047938 0.000968323 0.00170846
internal_weight=0 0.0197937 0.017988 0.0167203 0.00359308 0.00243282 0.0131272 0.0113351 0.0101861 0.00899085 0.00691864 0.00207221 0.00587981 0.00404122 0.00256004
internal_count=3910 3815 3538 2946 1325 711 1621 1359 1267 1180 963 217 810 374 290
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=15
num_cat=0
split_feature=52 52 158 14 39 3 42 1 133 15 16 3 2 4
split_gain=9.46776e-05 0.000152014 0.000127029 0.000134066 0.000114433 0.000144235 0.000155338 0.000176208 0.000152288 0.000247174 0.000106429 0.00014907 0.000171795 0.000125959
threshold=-0.27466499999999994 -0.15154999999999999 0.084965000000000027 -0.13131999999999996 0.085060000000000011 -0.15464999999999998 0.085545000000000024 0.099595000000000017 0.083815000000000014 0.079360000000000014 -0.53257999999999994 -0.10315499999999998 0.097940000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 9 10 -7 -12 13 -13
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0014088739240214951 0.0023766806943080333 -0.0016646505019555944 -0.0020593865385983446 0.0018451994483223331 0.001781316067184519 -0.0013918564362847485 -0.0029107932654589054 0.0003054620812963144 0.0020298447759761499 -0.0026710443359752156 0.0026966737155274616 -0.0016318817540840235 0.0016602234986261783 0.00074473921000042245
leaf_weight=0.0016159647403803093 0.0010080599986978514 0.0014176919589143347 0.0010400848347601804 0.0015069510515106606 0.0016116766794905752 0.0011164415412938666 0.0013694979179220837 0.0011162946020517595 0.0014265515583807504 0.0011584224361161008 0.0010417768460931343 0.0018922607678170285 0.0018685671027779682 0.0014013853288844524
leaf_count=425 157 128 383 108 250 61 845 87 379 517 72 236 178 84
internal_value=0 0.000106187 -2.11971e-05 0.000104036 0.000265705 8.99495e-05 -0.000123515 -0.00146647 0.000213504 -9.20917e-05 0.000316015 0.000623356 0.000204943 -0.000620674
internal_weight=0 0.0189757 0.0179676 0.0169275 0.0155098 0.0138981 0.0123912 0.00248579 0.00990541 0.00847885 0.00732043 0.00620399 0.00516221 0.00329365
internal_count=3910 3485 3328 2945 2817 2567 2459 932 1527 1148 631 570 498 320
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=16
num_cat=0
split_feature=38 124 484 160 42 41 160 52 4 2 0 3 3 13 4
split_gain=9.8348e-05 0.000174908 0.000125989 0.000103277 0.000156198 0.000147414 0.000140388 0.000205249 0.0002989 0.000211289 0.000189323 0.000144654 0.000122008 0.000135683 0.000150981
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.075585000000000013 0.087825000000000014 0.10701500000000001 -0.23071499999999998 0.10836000000000003 -0.230625 0.086245000000000016 -0.068734999999999977 0.10741000000000002 -0.0031049999999999997
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 -6 11 -8 12 13 14 -10
right_child=-2 2 3 4 5 -7 10 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0016146801292935783 -0.0015759385129216011 -0.0016644660630889326 -0.0013596883147634932 -0.0013537000539099969 -0.001815092623617235 -0.0015481316038803386 0.00084081957701782016 0.0029326061756152605 0.00070728736386865094 -0.00072687770568285516 -0.002189336850903049 0.0027295202144812201 -0.00059490236005489217 -3.2940514724997867e-05 0.0032434979295363395
leaf_weight=0.0017557218399430466 0.001002839465401916 0.001231712381515474 0.0012848943603953741 0.0016127990387548525 0.0012687337648298333 0.001011570494290571 0.00106740096316571 0.0010097092507210812 0.001188650977619444 0.0017266463667678297 0.0011022650622906091 0.0014339442795429647 0.001136516433825673 0.0012791122484543394 0.0012842696819553301
leaf_count=277 95 592 473 822 162 114 20 97 567 247 149 69 88 36 102
internal_value=0 7.1044e-05 -8.26106e-05 3.61465e-05 0.000154752 0.000334843 0.000487258 0.000736389 0.000498402 0.000863063 -0.000698604 0.00129727 0.00087715 0.00132305 0.00202443
internal_weight=0 0.0193939 0.0176382 0.0164065 0.0151216 0.0135088 0.0124972 0.0103276 0.00931787 0.00804914 0.00216967 0.00632249 0.00488855 0.00375203 0.00247292
internal_count=3910 3815 3538 2946 2473 1651 1537 1368 1271 1109 169 862 793 705 669
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=16
num_cat=0
split_feature=1 3 2 2 43 0 3 43 39 48 47 4 15 16 4
split_gain=9.40249e-05 0.000164767 0.000154145 0.000370777 0.000142718 0.000335574 0.000138507 0.000133857 0.000112424 0.000168382 0.000235553 0.000281015 0.000362031 8.8377e-05 5.65032e-05
threshold=0.094385000000000011 -0.115685 0.10393500000000001 0.097940000000000013 -0.083899999999999988 -0.10783 0.090325000000000003 -0.24333999999999997 0.085220000000000004 0.12675000000000003 0.09252500000000001 -0.010764999999999999 -0.43091499999999999 -0.091624999999999984 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 6 -6 -2 9 10 11 -9 -13 -14 -1
right_child=7 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 13 -15 -16
leaf_value=0.0012241446214597139 -0.0012468316423670587 0.00028370340986725803 -0.0024261532725021006 0.0021879508672485466 -0.0015704074817004857 -0.0036853475564611244 0.00088166240741625423 -0.0011683220850695708 0.0017722189591892236 -0.001467375485423169 -0.0010276511442018463 -8.4013054502510601e-05 0.0020868570102586747 0.0040191477859295981 -0.00024640760909945498
leaf_weight=0.0017079012431819862 0.0011756716424620181 0.0014542769190899613 0.001121922020596508 0.0010739387577610726 0.0012169230536331205 0.0011822038293028934 0.0010363354425266813 0.0010287065356491274 0.0014635833556778596 0.001139317394994066 0.0016495534560521663 0.0015900938902595483 0.0012581935270074293 0.0010592731083558489 0.0010104066611598683
leaf_count=93 46 502 342 135 106 1346 55 285 305 77 145 115 134 88 136
internal_value=0 -0.000354155 -0.00074995 -0.000434613 -0.00101061 -0.00155851 -0.000442633 0.000319223 0.000519595 0.000282276 0.000584958 0.00112384 0.00172728 0.00297007 0.000677534
internal_weight=0 0.00980391 0.0070856 0.00596368 0.00488974 0.00343546 0.00225326 0.0103644 0.00918872 0.00772514 0.00658582 0.00493627 0.00390756 0.00231747 0.00271831
internal_count=3910 2715 2486 2144 2009 1507 161 1195 1149 844 767 622 337 222 229
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=16
num_cat=0
split_feature=14 1 0 157 16 12 52 0 51 49 51 1 15 52 2
split_gain=9.10181e-05 9.354e-05 0.00015953 0.000112738 0.000159658 0.000227151 0.000199663 0.000153084 0.00018679 0.000177509 0.000163323 0.000145095 9.49781e-05 8.94212e-05 0.000160451
threshold=0.073890000000000011 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.11051499999999999 -0.15713499999999997 0.077145000000000005 0.0037600000000000003 0.085845000000000019 0.11377000000000002 0.024640000000000006 0.10433000000000002 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 9 11 10 -5 -9 13 14 -4
right_child=-2 3 12 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0023403963091802619 -0.0016435961214564068 0.0017377180568708666 8.9775091257517006e-05 0.0022953411940077719 0.00097342453016324888 0.00019988860854524562 -0.0030275905227848555 -0.00053038547083153454 0.0032843931230501916 -0.0021604645365655589 -0.00080014996852868965 0.0022217101008292295 0.00128489008273745 0.00090330855337721375 -0.0027889926830775204
leaf_weight=0.0012059733624258887 0.0010344686087332957 0.0016499666732980875 0.0015355945460578399 0.0010492595237011496 0.0015637763054088261 0.0010109810876217651 0.0015668934333737663 0.0015197175380955996 0.0012082905571367264 0.0010369997110011298 0.0011402649453060576 0.0010306704464331934 0.0012788516676684944 0.0010249968542439813 0.0010417964400381147
leaf_count=463 135 246 373 106 165 185 294 343 168 57 34 194 850 109 188
internal_value=0 8.1341e-05 -0.000496301 0.000356545 0.000151735 -0.000729084 -0.00176185 0.000673988 0.00145059 -0.000230705 0.000683265 0.0005818 -4.0693e-05 -0.000511276 -0.00107384
internal_weight=0 0.018864 0.00608721 0.0127768 0.0111269 0.00414165 0.00257787 0.0069852 0.00375868 0.00322652 0.00218952 0.00255039 0.00488124 0.00360239 0.00257739
internal_count=3910 3775 1983 1792 1546 644 479 902 705 197 140 537 1520 670 561
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=14
num_cat=0
split_feature=52 1 12 43 16 2 2 160 13 4 3 15 48
split_gain=7.74937e-05 0.000101439 0.000116769 0.000113575 0.000145743 0.000100161 0.000149087 0.000129943 0.000114283 0.0001463 0.00011072 0.000236644 0.000174265
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.15100500000000003 0.090545000000000014 0.085005000000000011 0.08901000000000002 -0.088444999999999982 -0.0010999999999999996 0.088060000000000013 -0.03231499999999999 0.082070000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 10 -5 -10 11 -7 -12
right_child=1 -3 -4 4 -6 7 -8 -9 9 -11 12 -13 -14
leaf_value=-0.0015563459814883142 0.0016625677799673045 0.00153975365856913 -0.0018503255143729233 -0.0014460849814484755 -0.0018671518948401526 0.0030622508715627424 -0.0019556250758645827 0.0024055080526507373 0.0022315530226295279 -0.00053363712580847876 0.00055498956305917652 -0.00053793523646393417 -0.0026332830424093349
leaf_weight=0.0011441300343134056 0.0015541298931510085 0.0016455591463251503 0.0012584605740728885 0.0011467632838575549 0.0015330544034997126 0.0012567777531199212 0.001744503774397943 0.0012714385617265678 0.0014304654545168891 0.0014443910475942286 0.0017194336531267673 0.001509507917654751 0.001029514059982084
leaf_count=401 172 217 133 213 187 352 730 125 694 177 105 324 80
internal_value=0 8.71621e-05 -5.42903e-05 9.02265e-05 -8.32542e-05 0.000134611 -0.000459327 0.000639234 0.00018974 0.000842261 0.000232051 0.0010977 -0.000639057
internal_weight=0 0.018544 0.0168984 0.01564 0.0140858 0.0125528 0.00576612 0.00678667 0.00402162 0.00287486 0.00551523 0.00276629 0.00274895
internal_count=3910 3509 3292 3159 2987 2800 1814 986 1084 871 861 676 185
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=25
num_cat=0
split_feature=1213 480 1374 1456 133 14 11 13 2 132 457 15 2 52 4 4 1 52 12 47 4 2 16 3
split_gain=0.000503013 0.000362777 0.000392169 0.000352214 0.000327471 0.000294707 0.000339391 0.000288015 0.000316519 0.000314917 0.000284191 0.000262508 0.000245945 0.000242451 0.000442812 0.000452882 0.000475697 0.000354975 0.000279562 0.000369195 0.000243974 0.00035543 0.00022355 0.000162317
threshold=-1.0000000180025095e-35 0.086640000000000009 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.088315000000000018 -0.091229999999999992 0.097940000000000013 0.079995000000000011 0.084550000000000014 -0.083119999999999986 0.10393500000000001 0.10433000000000002 -0.34687499999999999 -0.084009999999999987 0.079355000000000023 0.18936500000000003 0.097345000000000015 0.09252500000000001 0.05309500000000001 0.086040000000000019 -0.15168999999999996 -0.075679999999999983
decision_type=2 2 2 2 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 23 10 13 -12 -10 14 -9 -16 -17 -15 19 20 21 -18 -14 -5
right_child=1 -3 3 4 -6 -7 -8 9 12 -11 11 -13 22 17 15 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00093016186983194984 -0.00070320512049371748 -0.00081713440566641589 -0.00066249140589356677 0.00049685260394390074 -0.00063257303373399248 -0.00053677699762183875 -0.00048163554948824056 -0.00098406384603885017 0.0013880140021212317 0.00076468019503612658 0.0010993605458296093 6.5441904016019851e-05 0.00011032424588137599 0.0010701721189809786 0.00072818067551923315 -0.00086141457873736805 -0.00078711100521226818 -3.5041118402536594e-05 0.00055862549709489767 -0.00068230840055200949 0.00059450741151158943 0.0003827309877185135 0.0010400249693236303 -0.00032580277456484611
leaf_weight=0.0012403429249144412 0.0014090477037518303 0.0010694461875720559 0.001278339143235426 0.0010062961687432592 0.0011721738072467949 0.0012434102757838397 0.0014963364949096549 0.0010553848895860007 0.0010630954914052637 0.0015789224787079578 0.0010450627012907887 0.0010398490600695967 0.001200794708072439 0.0010338804244700026 0.0015653110689148797 0.0015263506489074756 0.0010464407816945798 0.0015290929414271681 0.0016589985122479334 0.001720417428351273 0.0014728344079032313 0.0011649357785861181 0.0010112876049601649 0.0010302863553294994
leaf_count=592 68 240 320 89 387 77 120 113 16 131 49 98 86 71 135 464 176 170 64 99 105 60 97 83
internal_value=0 1.63467e-05 4.67183e-05 8.45386e-05 0.000120357 0.000154982 0.000190458 0.000234666 0.000531677 0.00014419 8.24128e-05 0.000583694 0.000812119 6.53406e-06 -8.5887e-05 7.45573e-06 -0.000123879 0.000410792 3.54926e-05 -0.000125088 0.000135118 -0.000170847 0.000535351 8.06796e-05
internal_weight=0 0.030418 0.0293485 0.0279395 0.0266612 0.025489 0.0242456 0.0227492 0.00531176 0.0174375 0.0158586 0.00208491 0.00327518 0.0137736 0.0112107 0.0101553 0.00858998 0.00256297 0.00706363 0.00540463 0.00368421 0.00221138 0.00221208 0.00203658
internal_count=3910 3318 3078 3010 2690 2303 2226 2106 371 1735 1604 147 199 1457 1216 1103 968 241 504 440 341 236 183 172
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=17
num_cat=0
split_feature=14 2 34 2 40 16 42 40 51 0 49 52 4 2 2 13
split_gain=7.69777e-05 7.60924e-05 0.0001293 9.87179e-05 0.000163232 0.00013539 0.000147317 0.00013379 0.000171582 0.000158635 0.000252298 8.63604e-05 0.000106601 5.96083e-05 4.17847e-05 3.59921e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.0079449999999999989 0.099015000000000006 -1.0000000180025095e-35 0.51388000000000011 0.091330000000000008 -0.012844999999999997 0.12190000000000002 -0.070604999999999987 0.090775000000000008 -0.087604999999999988 -0.0010999999999999996 0.086915000000000006 0.11260500000000001 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 11 -5 9 10 14 -6 13 -13 -9 -11
right_child=-2 3 -4 7 5 -7 -8 8 -10 15 -12 12 -14 -15 -16 -17
leaf_value=-0.00038388958227357235 -0.0016126215705730682 -0.0027601060677457925 0.0026200656234249497 0.0021856402937112675 -0.0015901066379146445 0.0018072049242605856 -0.0026361935044706426 0.0017453277246917117 -0.0020875376313294202 -0.0015225590508486854 -0.0011110679183350819 0.0018168056284655193 -0.00092397648015872058 5.7206603383005006e-05 0.0034021649483408959 1.9103542204975562e-05
leaf_weight=0.0010031697617943064 0.0010240729897580394 0.0010146024667492537 0.0010681750003858339 0.0013113222341236963 0.0011751820124797068 0.0010516516888090521 0.0010022270365371289 0.0011990568363097753 0.0010948405943982109 0.0010614631074589709 0.0010167617414794938 0.0014413756283871166 0.0017509086742829097 0.0013424348200304706 0.0010145314166346564 0.0011274836224208218
leaf_count=168 135 90 99 218 337 40 462 125 104 264 132 737 282 433 133 151
internal_value=0 7.93194e-05 0.00116522 -5.61483e-05 -0.000493587 -0.000197389 -0.000511467 0.000434558 8.20579e-05 0.000520373 0.00136662 -0.000138526 0.000237655 0.000968276 0.00250469 -0.000728479
internal_weight=0 0.0186752 0.00207134 0.0166038 0.00877838 0.00776378 0.00671213 0.00782546 0.00651414 0.0054193 0.00323035 0.0057099 0.00453472 0.00278381 0.00221359 0.00218895
internal_count=3910 3775 267 3508 2381 2291 2251 1127 909 805 390 1789 1452 1170 258 415
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=16
num_cat=0
split_feature=2 50 158 42 151 4 43 3 1 3 3 3 0 12 0
split_gain=7.41797e-05 0.000157544 0.000147545 0.000117757 0.000173687 0.000161239 0.000207816 0.000424163 0.000235332 0.000264426 0.000142053 0.00011332 0.000102996 3.71905e-05 2.82528e-05
threshold=0.14073000000000005 0.086465000000000014 0.084965000000000027 -0.10770999999999999 -0.084129999999999996 0.27020000000000005 -0.074254999999999988 -0.075954999999999981 0.11215000000000001 0.10666500000000002 -0.115685 -0.100615 -0.22384499999999996 0.088055000000000008 -0.10131499999999999
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 11 9 10 -8 -6 -12 -7 -14
right_child=-2 -3 -4 4 5 13 8 -9 -10 -11 12 -13 14 -15 -16
leaf_value=-0.0016177971479303381 0.0014721535212097207 -0.002141316301040978 -0.0020989954436194435 -0.0013192617068016519 0.0011194712202285014 0.0028675231047601605 0.0010497740870658607 0.004354256619998902 -0.0028643544099044168 0.0022765363548412254 0.0001919814671540057 -0.001329202356421614 -0.0013190434642028253 0.0012924826110514718 -0.0026930105632773887
leaf_weight=0.0011637570187566356 0.0011089655321355049 0.0012209419158509946 0.0010427826497184231 0.001935562888454063 0.0015805418480744904 0.0010339410507606223 0.0013249625420635996 0.0011662266746717536 0.0010654377043595176 0.001506482476326898 0.0011252390393341454 0.0011209749623128373 0.0010169495037325154 0.0010470790321823742 0.0010613982781231268
leaf_count=159 228 668 366 296 106 163 117 119 90 57 62 430 75 61 913
internal_value=0 -9.66152e-05 4.86011e-05 0.000187281 0.000327468 0.000571723 0.000286498 0.00138515 -0.000311958 0.000138647 -0.00057255 0.000103412 -0.00124352 0.00207503 -0.00202072
internal_weight=0 0.0184123 0.0171913 0.0161486 0.0149848 0.0130492 0.0109682 0.00386774 0.00710047 0.00603503 0.00452855 0.00270152 0.00320359 0.00208102 0.00207835
internal_count=3910 3682 3014 2648 2489 2193 1969 655 1314 1224 1167 536 1050 224 988
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=28
num_cat=0
split_feature=31 1429 1213 1374 160 1374 150 484 1 11 133 3 148 2 52 15 16 13 150 13 2 12 3 0 3 0 13
split_gain=0.000609228 0.000567483 0.000519155 0.000423363 0.000391189 0.000401537 0.000566182 0.000434752 0.000478143 0.000507931 0.000424181 0.000415679 0.000413883 0.000481684 0.000497588 0.000459731 0.000481211 0.000399264 0.000383578 0.000364309 0.000352078 0.000226626 0.000617436 0.00043278 0.000183569 0.000128816 2.89954e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 -0.40446999999999994 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 0.12864500000000004 0.088315000000000018 0.10681500000000001 0.096385000000000012 -1.0000000180025095e-35 0.099015000000000006 0.11588000000000002 -0.064869999999999983 -0.17157499999999998 0.095355000000000009 0.086420000000000011 0.06211500000000001 0.11339500000000001 0.084235000000000018 -0.015794999999999997 -0.069794999999999982 0.10666500000000002 -0.045139999999999993 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 9 10 12 18 -9 15 17 16 -14 20 -8 -20 26 22 -17 -23 -10 -26 -15
right_child=1 2 3 -5 5 6 11 8 24 -11 -12 -13 13 14 -16 21 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28
leaf_value=0.00094078802753933596 -0.0011827888275685416 -0.000927002299198311 -0.00088387595595945429 -0.00096524566557147965 -0.00069264029411104499 -0.00076422476255693153 0.00097006852375955356 -0.00078183061232543012 0.0010563372695375356 -0.0010702492516436451 -0.00092778638406231396 0.0012550551633970369 0.00021536731011079471 0.0014666094965970606 -0.0005001160524705959 0.0011198953278043352 -0.0011384618105540819 3.356829761616831e-05 -0.00043053906404460108 0.0005889142063585321 0.00029559830750940943 -0.00095799044479982591 -0.00018950241298705471 0.00028598225733477469 0.00070001087861381824 -8.023652018029605e-05 0.0011279414642928391
leaf_weight=0.0015374843057627255 0.0010322568576435201 0.001444682757338874 0.0010369866732058411 0.0010116898886078909 0.0015245493230215948 0.0016133605181371932 0.0014831201220815151 0.001196904107967355 0.0013132774630380947 0.0010570433352583555 0.0010327572014145461 0.0014593704815810682 0.0010296858339713388 0.0012743652338826905 0.0010144266982026195 0.0016234653539193289 0.0016070083172385939 0.0015832407898158651 0.0018659654204975507 0.0015208047485256726 0.0012491759491433108 0.0010423295042648094 0.001832379379521863 0.0018639346410793773 0.0010224893809711033 0.0010008585825421745 0.0011492060209452601
leaf_count=113 179 592 247 97 67 501 73 77 97 70 330 80 36 22 52 57 180 54 150 35 116 390 56 31 67 36 105
internal_value=0 -5.30646e-05 -1.96051e-05 1.96336e-05 5.03895e-05 8.12833e-05 0.00012083 1.0313e-05 6.73921e-05 -2.94961e-05 3.3372e-05 0.000531274 9.3656e-05 0.000162283 0.000491244 -6.69395e-05 -0.000609762 0.00068258 0.000314377 2.72391e-05 0.000962355 0.000158026 0.000425618 -0.000160168 0.000606215 0.000314058 0.00130602
internal_weight=0 0.0358853 0.0348531 0.0334084 0.0323967 0.0313597 0.0298352 0.0235059 0.0218925 0.0185559 0.0174989 0.00632926 0.0164661 0.0152692 0.00627041 0.0089988 0.00263669 0.00525599 0.00486989 0.00338677 0.00367275 0.00636211 0.00345584 0.00290626 0.00333663 0.00202335 0.00242357
internal_count=3910 3797 3618 3026 2929 2682 2615 2277 1776 1576 1506 338 1176 1099 349 750 216 297 258 185 243 534 113 421 200 103 127
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=15
num_cat=0
split_feature=52 1 12 1 4 15 16 15 4 3 0 14 43 2
split_gain=7.04629e-05 0.000101049 0.000115049 9.38963e-05 0.000134622 0.000195441 0.000126109 0.000120166 0.000116974 0.000143707 0.000211268 0.000114138 0.00011404 6.40501e-05
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 0.094385000000000011 0.053925000000000008 -0.106555 -0.010819999999999998 -0.095799999999999982 0.0057500000000000008 -0.08348499999999999 0.12500000000000003 -1.0000000180025095e-35 -0.088734999999999994 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 11 -5 -2 9 10 12 -6 -9 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 13 -12 -13 -14 -15
leaf_value=-0.0013582137046240471 -0.0018958295054851853 0.0013921805367897101 -0.0016721072278415904 0.00057439103512613057 -0.0006242245049568135 -0.0017471052972397995 0.0029222127582552433 0.0001350116292604572 0.0014168045048138977 -0.0021130655214858362 -0.0016507868224242411 0.0018020793634201848 0.0027050465954970493 -0.00042722401615408618
leaf_weight=0.0011201729420238634 0.0012584122631165463 0.0016369940691473668 0.0012510357185667167 0.0019257737377619821 0.001002261568784038 0.0014429708197362667 0.0011120470639161004 0.0010565938089783936 0.0013801537536441838 0.0014343043872756516 0.0010129733543879915 0.0014791010657779491 0.001071595799866939 0.0013462550867692075
leaf_count=401 316 217 133 206 80 153 183 322 218 642 41 152 572 274
internal_value=0 7.57513e-05 -5.27245e-05 7.77901e-05 0.000556521 -0.00012262 0.00143385 -0.000311566 -3.85322e-05 -0.000377722 0.000435879 0.000822057 0.00142909 -0.00129684
internal_weight=0 0.0184105 0.0167735 0.0155224 0.00696215 0.00392433 0.00303782 0.00856029 0.00730188 0.00592172 0.00314116 0.00248136 0.00212819 0.00278056
internal_count=3910 3509 3292 3159 774 385 389 2385 2069 1851 935 232 894 916
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=27
num_cat=0
split_feature=1374 150 1456 1213 453 3 150 3 11 133 0 40 156 49 15 16 49 13 13 0 0 0 15 1 0 16
split_gain=0.000453758 0.000500387 0.00043281 0.000468202 0.000447525 0.000409318 0.000330337 0.000406799 0.000302714 0.000332201 0.000470442 0.000380817 0.00031372 0.00033521 0.000302139 0.000259509 0.00024136 0.000231693 0.000238743 0.00021963 0.000225082 0.000383235 0.000374851 0.000404768 0.000301026 0.000154106
threshold=-0.094679999999999986 0.08486500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.096385000000000012 0.087515000000000023 -0.13927999999999999 0.080455000000000013 0.10681500000000001 -0.017269999999999997 -0.064199999999999993 0.094860000000000014 -0.083359999999999976 -1.0000000180025095e-35 -0.016294999999999994 -0.067929999999999977 -1.0000000180025095e-35 0.14810000000000004 -0.21145499999999998 -0.074904999999999985 -0.10131499999999999 -0.11739999999999999 0.095575000000000007 -0.053834999999999994 -0.082054999999999975
decision_type=2 2 2 2 2 2 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 8 6 -3 -8 9 10 11 -5 13 -13 -12 -10 -9 -16 -19 -15 21 22 -21 -24 -22 -23
right_child=1 5 3 4 -6 -7 7 16 15 -11 14 12 -14 19 17 -17 -18 18 -20 20 24 25 23 -25 -26 -27
leaf_value=-0.00085266162221044376 -0.0010154088565957186 0.0009794374225301735 -0.0010055018814313116 -0.0006336184180731621 -0.00095240996001982284 0.0011425157836686185 0.00068803495238948511 -0.0008710159281453705 3.1409586170198165e-05 -0.00072275441128355424 0.0012671995382606913 -0.00051463389356140609 -0.0007122382599256123 0.00089434201285339176 0.00078696537440471376 -0.0010656376937638733 0.00011763821947296973 -0.0005187878686083538 0.00051790989170368831 -0.00029034174708989966 0.00095750255615511236 -7.0437670814985255e-05 0.00013688342982442374 0.0013729193278775754 1.3866978810048751e-05 -0.00090597324468055177
leaf_weight=0.0014882932616782077 0.0011121050214493991 0.0010101280104706225 0.001124169386816253 0.0018453967533505972 0.0010915054313687103 0.0014340912150005991 0.0012636154237810615 0.0012349989556416086 0.0010545444854994646 0.0010722460785528845 0.0011498063778832557 0.0014457874604407736 0.0010096704104770602 0.0012255170129717953 0.0017135182145763261 0.0010081610347194561 0.001130588718180725 0.0010157505539805161 0.0011125986564763934 0.0015939483090496864 0.0017793326447498869 0.0010079337525527969 0.0014891718576697209 0.0011018668869207104 0.0014803784851031582 0.0011073360234118458
leaf_count=68 361 48 541 174 91 88 44 120 67 416 81 68 115 46 56 133 91 71 22 91 154 334 68 24 51 487
internal_value=0 2.028e-05 -7.13289e-05 -3.00402e-05 1.50784e-05 0.000420609 0.000197456 -2.0195e-05 6.0571e-05 0.000115708 0.000160485 2.43555e-05 0.000116058 0.000184432 0.000571908 -0.00050478 -0.000398507 0.00036382 2.31479e-05 0.000278141 0.000199149 2.8509e-05 0.000299601 0.000662521 0.000528956 -0.000507838
internal_weight=0 0.0326142 0.0265407 0.0254286 0.0243045 0.00607342 0.00463933 0.0036292 0.023213 0.0211503 0.020078 0.0150863 0.0132409 0.0122313 0.00499167 0.00206271 0.00236559 0.00384187 0.00212835 0.0107855 0.00955997 0.00630026 0.00418499 0.00259104 0.00325971 0.00211527
internal_count=3910 3842 3451 3090 2549 391 303 255 2458 2258 1842 1612 1438 1323 230 200 211 149 93 1255 1209 1004 183 92 205 821
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=15
num_cat=0
split_feature=14 11 132 13 1 0 0 0 16 1 47 16 51 42
split_gain=7.38186e-05 7.85231e-05 0.000101698 0.000144619 0.000142774 0.000127416 0.000163519 0.000291563 0.000128657 0.000191318 0.000160526 0.000117977 0.000172108 8.61794e-05
threshold=0.073890000000000011 0.088315000000000018 0.080815000000000012 -0.090744999999999978 0.083370000000000014 0.12346000000000001 -0.017269999999999997 -0.053834999999999994 -1.0000000180025095e-35 0.085990000000000011 0.09252500000000001 -0.11180499999999999 0.08955500000000001 0.085195000000000007
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 -5 11 -11 -13 -10
right_child=-2 -3 -4 5 -6 -7 -8 -9 13 10 -12 12 -14 -15
leaf_value=-1.3243992208253508e-05 -0.0015557207821757274 -0.0015203026018262864 0.0016413439088471258 -0.0026310220271562098 0.0023480958290350218 -0.0019929131790151632 0.0020434435617214751 -0.0031243807504227426 0.00022009429018943105 0.0021586830287941144 -0.001747171165656973 0.0012591469974969965 -0.0016477658745480807 0.0024661742466175951
leaf_weight=0.0019234297764170486 0.0010124554250993669 0.0010090112755811722 0.0014908953697264629 0.0010865964191228454 0.0016514724569675066 0.0013255275099460237 0.0011492166728976827 0.001127620648049602 0.0013305478040899358 0.0012451036627254136 0.0012760087688682593 0.0016158243527027716 0.0012563141846300141 0.0010691113212339259
leaf_count=238 135 125 333 1187 260 84 179 154 224 137 134 357 49 314
internal_value=0 7.77306e-05 0.000169619 3.29675e-05 0.00107761 -0.000266225 -6.10709e-05 -0.000302753 5.55694e-05 -0.00037594 7.83993e-05 0.000644177 -1.2378e-05 0.00122078
internal_weight=0 0.0185567 0.0175477 0.0160568 0.0035749 0.0124819 0.0111563 0.0100071 0.00887951 0.00647985 0.00539325 0.00411724 0.00287214 0.00239966
internal_count=3910 3775 3650 3317 498 2819 2735 2556 2402 1864 677 543 406 538
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=28
num_cat=0
split_feature=31 1213 480 133 0 47 2 4 13 124 13 48 147 16 15 484 1374 0 42 15 2 3 15 43 0 4 2
split_gain=0.000485171 0.000428882 0.000375828 0.000349949 0.000359619 0.000425079 0.000546552 0.000544934 0.000426913 0.000390405 0.00049834 0.000459428 0.000536479 0.000585749 0.000321562 0.00030505 0.000312453 0.000623789 0.000371532 0.000451429 0.000378715 0.000342041 0.000292306 0.000437629 0.000188345 0.000115872 3.01906e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 0.10681500000000001 -0.017269999999999997 0.085165000000000018 0.11085000000000002 -0.49837999999999999 0.043015000000000005 0.0014500000000000001 -0.10241499999999999 -0.09386499999999999 0.085900000000000018 -0.30307999999999996 -0.13578499999999996 0.087270000000000014 -0.094679999999999986 -0.23029999999999998 0.08401500000000002 0.024640000000000006 0.096970000000000015 -0.016619999999999996 0.083935000000000023 -0.079109999999999986 -0.13506999999999997 0.0066400000000000009 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -6 26 10 14 -12 13 -13 -3 16 -15 25 19 20 21 -19 23 -20 -16 -18 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 12 -14 15 24 -17 17 18 22 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0008216159482756308 -0.00082665964090032054 -9.3236481798063901e-05 -0.00085221962268443091 -0.00073074418855921172 -0.00095783973086892055 0.001178103671830978 0.001013891045125076 0.00083722801701199346 -0.00029089008116501267 -0.00080086215910011866 -0.0010637717262627535 -0.0009026773404915533 0.00091205073632542259 -0.00066155214438079718 0.00028811025243172407 -0.0007515692073202288 0.00046411678208695074 0.00023950024544791061 -0.0004954195422342732 -0.0011569664970306577 0.00059692023017954179 -0.00076615628903389994 0.00093163472351985403 0.0005794965885324027 0.0010552784087299255 0.0011341818588351386 0.00048661750158208219
leaf_weight=0.0014044096860981728 0.0014528491170821131 0.0015300919299609528 0.0011087815238661472 0.0012983289007307821 0.0010774006894305188 0.0010538240454351921 0.0013204461544138457 0.0010599407868655568 0.001892184430943189 0.0013714625135428779 0.001005143557766707 0.0017981295283098124 0.0011470609459724992 0.001210606426120365 0.0011598937150538724 0.001113077600564393 0.0010434706080526485 0.0011876205759750397 0.0015741635390885134 0.00105427578396039 0.0012105250676114343 0.0018147811195943419 0.0010730188342806812 0.0016429753391596358 0.0016391496196726521 0.0011530759932618651 0.0010257662141128776
leaf_count=113 592 102 238 411 113 24 77 45 53 73 40 159 108 36 80 186 22 191 274 309 140 78 134 167 101 22 22
internal_value=0 -5.169e-05 -1.81459e-05 1.03479e-05 4.12285e-05 0.000320944 0.000179267 -3.8737e-05 0.000210199 -4.63524e-05 -6.80243e-08 -0.000106657 -5.01418e-05 -0.000119663 0.000443801 -1.96483e-05 4.31913e-05 0.000115777 -4.5123e-05 -0.000304364 -9.10017e-05 -0.000368362 0.000273158 5.35343e-05 0.000737372 0.000815867 0.000664795
internal_weight=0 0.035018 0.0335652 0.0324564 0.0311581 0.00742956 0.00637574 0.00505529 0.00397789 0.0237285 0.0223571 0.0180279 0.0170228 0.0158757 0.00432914 0.0140776 0.0129645 0.0117539 0.00955736 0.0052672 0.00421293 0.0030024 0.00429016 0.00321714 0.00279904 0.00219655 0.00208571
internal_count=3910 3797 3205 2967 2556 334 310 233 120 2222 2149 1866 1826 1718 283 1559 1373 1337 1293 718 409 269 575 441 181 44 67
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=26
num_cat=0
split_feature=31 1374 150 1456 1213 3 150 13 151 133 42 376 43 4 4 14 16 13 16 1 2 3 0 1 12
split_gain=0.000490854 0.000433207 0.000455873 0.000546548 0.000482998 0.000469614 0.000500168 0.000406391 0.000400577 0.000398477 0.000340451 0.000466549 0.000361811 0.000410639 0.000705781 0.000386266 0.000340496 0.000372724 0.000390819 0.000337921 0.000324032 0.000313244 0.000311261 0.00035821 0.00014908
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096385000000000012 0.086870000000000017 0.06211500000000001 -0.030624999999999996 0.10681500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.24280000000000004 -0.0031049999999999997 -0.45687499999999998 0.15737500000000001 -0.11267999999999999 -0.0060199999999999993 0.11507500000000002 0.095995000000000011 0.076695000000000013 -0.070894999999999986 0.10113500000000002 0.094045000000000004
decision_type=2 2 2 2 2 2 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 -4 20 -6 10 -10 12 22 14 16 -15 17 -14 -19 -17 -8 -16 23 -12 -24
right_child=1 2 5 4 8 -7 7 -9 9 -11 11 -13 13 15 21 19 -18 18 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00083892662019640859 -0.00081904101072548046 -0.0010609903975358969 0.00083975206460726835 -0.00095416850304791184 -0.00063229199808990607 0.0010480571581184617 -0.0010707683085025557 0.00043051222457083125 -0.00053949640243254658 -0.0007925897416485141 -0.00046170052931545854 0.00098705923263024469 0.0010076174766533458 -0.00030984762010425899 -0.0014284170194601253 0.00019106327641288281 -0.00050596914926092382 -0.00043813971597865428 0.00067456952732845464 0.0012858399996866976 4.4664125635744756e-06 -0.00040910399910142905 0.00096316866635288176 0.00056842393834527266 0.00033298484220003848
leaf_weight=0.0013088961976325799 0.0014401254842484326 0.0011638599898671073 0.0014208127879831159 0.001170710298031479 0.0019562354286866692 0.0014082289175960661 0.0011406493646139992 0.0014713191462363273 0.0016167511658431296 0.0011032582845748309 0.0014644154910520291 0.0012487251181136977 0.0010373810028725334 0.0012334468272356958 0.0011415729106090513 0.0012912551101393896 0.0016087943130802529 0.0016347405549546811 0.0010625358259628353 0.0010372523981199699 0.0011465178123086783 0.0013335846172353172 0.0017163354017910954 0.0013000469464954922 0.0013829113498253776
leaf_count=113 67 360 86 540 273 88 141 37 121 414 344 61 42 48 181 47 185 301 60 85 64 43 75 63 71
internal_value=0 -5.26643e-05 -1.82725e-05 -0.000104792 -5.90696e-05 0.00031669 0.000117835 -0.00015507 -1.38415e-05 4.31912e-05 8.90437e-05 0.000143994 8.29442e-05 -6.55638e-05 -0.000248692 0.000336408 4.33788e-05 0.000280024 1.88904e-07 0.00067874 -0.000531772 -0.000879224 0.000371176 2.27373e-05 0.000681975
internal_weight=0 0.0335315 0.0320913 0.0255038 0.02434 0.00658753 0.0051793 0.00375849 0.0231692 0.021213 0.0201097 0.018493 0.0172443 0.0113806 0.00781861 0.00356195 0.00534345 0.00373466 0.00269728 0.00232851 0.00228717 0.00247516 0.00586371 0.00276446 0.00309925
internal_count=3910 3797 3730 3314 2954 416 328 242 2414 2141 1727 1606 1545 992 812 180 588 403 361 132 205 224 553 407 146
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=27
num_cat=0
split_feature=52 133 1374 1374 150 484 3 1213 151 151 42 376 12 52 4 0 0 4 51 16 2 2 52 0 15 12
split_gain=0.000473813 0.000427733 0.000475446 0.000442708 0.000656597 0.000631265 0.000453571 0.000413558 0.000400835 0.000578432 0.000518407 0.000632374 0.000515848 0.000482675 0.000441732 0.000886072 0.000577438 0.000320291 0.000312244 0.000315389 0.000242582 0.000453655 0.000224843 0.000346142 0.000341683 4.36439e-05
threshold=-0.42985499999999993 0.10681500000000001 0.087785000000000016 -0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.096385000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086769999999999986 -0.10770999999999999 1.0000000180025095e-35 -0.013124999999999998 0.092885000000000009 -0.23071499999999998 -0.076099999999999987 -0.099864999999999995 0.0051950000000000008 0.11178000000000002 0.13514000000000004 0.092175000000000021 -1.0000000180025095e-35 -0.070004999999999998 -0.14012999999999998 -0.10192499999999999 0.094795000000000004
decision_type=2 2 2 2 2 2 2 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 20 -7 9 17 -10 12 -12 14 -14 16 22 -9 19 -15 21 -6 -16 -24 -25 -17
right_child=1 -3 -4 4 6 7 -8 8 10 -11 11 -13 13 18 15 25 -18 -19 -20 -21 -22 -23 23 24 -26 -27
leaf_value=-0.0010288798864595159 -0.00070486961172048232 -0.00079954134137332161 -0.00097608522922595865 -0.00084168292535319225 0.00053875854667566542 -0.00076930192539997151 0.0012986866123344579 0.00076028743716973336 -0.00060979255376019878 -0.0011359426293040733 -0.00058962203140810836 0.0012592690519275206 -0.00034585116577742753 -0.0010314422519103587 -6.1894133722786209e-05 0.001504489962137412 -0.00048989448754278863 -0.00044353101834567599 0.00052999711207570987 1.9312450287634345e-05 0.00079215335920378757 -0.00075267460721322463 0.0012271738823896841 -0.0002201076723009664 0.00089564318165025658 0.0011177278540878347
leaf_weight=0.0010235219126780706 0.0015660959909844499 0.0014151570272236671 0.0010054995322352758 0.0018255605051523674 0.001646068768958564 0.0012412818956543939 0.0015035989452250043 0.0010058824492378271 0.0016165796665819345 0.0013209216763129241 0.0016925848214239493 0.0014140101206766972 0.001397505911508991 0.0012016220850257229 0.0011658091438633278 0.00131135434264753 0.0016880653072303686 0.0010254338389543705 0.0010185630752816421 0.0014461357793624785 0.0016246815571745454 0.0010074027416053779 0.0016648569629458265 0.00126361099553568 0.0012587391497476041 0.0013713187135007132
leaf_count=353 64 527 93 456 53 467 79 102 106 75 189 92 57 243 35 53 360 39 75 30 88 101 41 31 35 66
internal_value=0 1.70936e-05 5.08031e-05 8.18309e-05 0.000120683 1.7692e-05 0.000582572 8.27775e-05 0.000129039 -0.000355149 0.000212229 0.000286492 0.000203027 0.000293753 0.000450987 0.000565509 0.00028308 0.000152585 -0.000183192 -0.000457548 0.000330887 4.846e-05 0.000526836 0.000690752 0.00033669 0.00130679
internal_weight=0 0.0356983 0.0342832 0.0332777 0.0317116 0.0259298 0.00578175 0.0241043 0.022863 0.00335224 0.0195108 0.0178942 0.0164802 0.0147876 0.0111213 0.00972375 0.00704108 0.00203132 0.00366632 0.00264776 0.00427815 0.00265347 0.00535302 0.00418721 0.00252235 0.00268267
internal_count=3910 3557 3030 2937 2873 2552 321 2096 1629 216 1413 1307 1215 1026 678 621 502 141 348 273 242 154 142 107 66 119
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=15
num_cat=0
split_feature=124 133 15 132 457 160 474 12 12 4 13 15 1 16
split_gain=7.93909e-05 0.000139035 9.93221e-05 0.000123873 0.000154868 0.000160386 0.000220076 0.000170127 0.000218136 0.000229629 0.0002016 0.00012133 0.000132446 7.80517e-05
threshold=0.10385500000000002 0.099765000000000006 0.084050000000000014 0.080815000000000012 -0.0034949999999999994 -1.0000000180025095e-35 0.085165000000000018 -0.013124999999999998 0.092365000000000017 0.08734500000000002 -0.083514999999999992 -0.073314999999999991 0.094695000000000015 -0.094359999999999986
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 -7 10 -10 -9 12 -12 -4
right_child=-2 -3 13 -5 5 7 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.002086463725566215 0.0015346927624843739 -0.002116286449749726 -2.7015154682741413e-05 0.0018646807042191319 -0.0020863789705635578 -0.00098052368356421615 0.00099222031962237114 0.0032016385741117609 -0.0024770591212907138 0.00085732715655552393 0.00032875288906090955 -0.00022628182109354054 0.0030847012062030109 -0.0022432468399266191
leaf_weight=0.0010327404911055363 0.0010141549540668001 0.0010281280744195076 0.0010032474895468949 0.0012792692212622503 0.0019781595914408487 0.0019556420553798375 0.0011935863891023996 0.0016125901642453913 0.0010753434250504873 0.0017231395853091191 0.0011006752320404213 0.0018680203390519859 0.0011360662146948641 0.0010350510710177138
leaf_count=266 49 596 140 207 486 290 165 173 259 81 79 254 53 812
internal_value=0 -9.11839e-05 2.45279e-05 0.000174884 2.75889e-05 0.000187615 -0.000927845 0.000525481 0.000871331 -0.000423942 0.00150533 0.000838922 0.00172853 -0.00115242
internal_weight=0 0.0190217 0.0179935 0.0159552 0.014676 0.0136432 0.00317175 0.0104715 0.00851583 0.00279848 0.00571735 0.00410476 0.00223674 0.0020383
internal_count=3910 3861 3265 2313 2106 1840 651 1189 899 340 559 386 132 952
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=17
num_cat=0
split_feature=52 376 1 12 4 42 13 457 150 150 160 49 2 4 2 12
split_gain=7.93916e-05 0.000147344 0.000112805 0.00011189 0.000156151 0.000150423 0.000181756 9.7278e-05 0.0001248 0.000173299 0.000114603 0.000103068 0.00014367 0.000136507 0.000209949 8.89777e-05
threshold=-0.27466499999999994 0.08801500000000001 0.13662500000000002 0.099370000000000014 0.24280000000000004 -1.0000000180025095e-35 0.11596500000000001 -0.0034949999999999994 0.08486500000000001 0.10314000000000002 0.084480000000000013 0.083785000000000012 0.11260500000000001 -0.0010999999999999996 0.084235000000000018 0.084535000000000013
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 -2 7 -7 10 -10 11 12 13 14 -9 -16
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.0012583441035540011 -0.002058444687080308 0.0022054913981608458 0.001835559462522537 -0.0029099506651409403 5.946874032776536e-05 -0.0016499920190952498 0.0025392606993100055 0.0023708059073258647 0.0030939096209173038 -2.6992510474349032e-05 -0.0019543763635825797 -0.001419563712759031 0.0023958419626536566 -0.0013946373049735208 -0.0017461171029215081 0.00067515175732905529
leaf_weight=0.0015605002520793628 0.0010407335489028427 0.0010440665902136511 0.0010184196967436198 0.0010914772113950989 0.0012873734005820481 0.0010586087627529476 0.0010397133300323611 0.0014095745336246968 0.0010571932371719059 0.0013528967277666726 0.0010295316478893535 0.0012289049080096009 0.0010159931833812474 0.0015736900765768724 0.0010095383087984633 0.001015387451618055
leaf_count=425 724 82 182 375 61 236 38 354 107 149 190 233 83 199 123 349
internal_value=0 9.87981e-05 -2.88659e-05 -0.000145997 -0.00130298 5.29856e-05 0.000224781 2.0004e-05 0.000185338 0.001342 -0.000151229 0.000104717 0.000415663 1.3951e-05 0.000659367 -0.000531986
internal_weight=0 0.0182731 0.017229 0.0162106 0.00237885 0.0138318 0.012791 0.0117513 0.0106927 0.00241009 0.00828262 0.00725309 0.00602418 0.00500819 0.0034345 0.00202493
internal_count=3910 3485 3403 3221 436 2785 2061 2023 1787 256 1531 1341 1108 1025 826 472
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=16
num_cat=0
split_feature=14 1 4 12 4 52 475 0 160 49 2 0 2 43 12
split_gain=7.87671e-05 8.03373e-05 0.000149195 0.000124561 0.000114003 0.000105734 0.000144754 0.000121922 0.000126469 0.00011114 0.000152201 0.000180272 0.000209393 0.000111465 9.91512e-06
threshold=0.073890000000000011 0.077800000000000022 -0.084009999999999987 0.085185000000000025 -0.49837999999999999 -0.37613999999999997 -0.050754999999999995 -0.040094999999999992 -1.0000000180025095e-35 -0.086904999999999996 1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.06538999999999999 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 -7 8 -8 -10 13 12 -12 -11 -6
right_child=-2 5 3 -5 14 6 7 -9 9 10 11 -13 -14 -15 -16
leaf_value=-0.0010647700267745689 -0.0014789661542257493 -0.0013428425502327085 -0.0027855465616197284 -0.00048309252553512699 0.0015446431700948484 0.0023879474195146791 -0.0013682219381111174 0.0016341703118267501 0.0020056665007061568 0.0002244492562669637 0.0010594983721705614 0.0025393717628634225 -0.0020139269611793224 -0.0022525177445807407 0.00078412466643679017
leaf_weight=0.0010254916345353582 0.0010202013182434846 0.0010332697414656708 0.0010675493080426418 0.0019989876310777532 0.0010070455587009221 0.0010627652530068596 0.0015847766762786012 0.0016539168941793097 0.0010082270197306923 0.0010021864714493981 0.0018408334698420958 0.0011193413047192978 0.0010205256379307304 0.0011619340703386228 0.0010239938605380861
leaf_count=41 135 189 402 1181 279 200 273 223 65 172 73 170 82 336 89
internal_value=0 7.41107e-05 -0.000436522 -0.00128464 0.000414376 0.000324486 0.00047489 0.000279241 2.27772e-05 0.000330957 5.61746e-05 0.000687698 -3.66623e-05 -0.00110545 0.00116121
internal_weight=0 0.0186108 0.00612307 0.00306654 0.00305653 0.0124878 0.0114545 0.0103917 0.00873782 0.00715305 0.00614482 0.0039807 0.00286136 0.00216412 0.00203104
internal_count=3910 3775 1992 1583 409 1783 1594 1394 1171 898 833 325 155 508 368
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=15
num_cat=0
split_feature=48 147 52 15 11 42 47 47 49 151 13 12 49 52
split_gain=7.07096e-05 0.000142063 0.000157684 0.000153592 0.000239244 0.000102204 0.000198887 0.000183014 0.000152929 0.00015621 0.000148013 0.000175424 0.000133164 6.19699e-05
threshold=-0.086624999999999994 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.077330000000000024 0.10138000000000001 0.10783500000000001 0.083310000000000009 -0.085174999999999987 -0.080624999999999988 -0.10241499999999999 0.084100000000000022 -0.0057999999999999987 0.031990000000000011
decision_type=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 -11 12 -12 -14
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 11 -13 13 -15
leaf_value=-0.0015883754710466344 0.0021558367793015815 0.0021781056019302978 -0.0024593641974999547 -0.0016851728992977703 -0.0031392168896180747 -0.0017881667904320498 0.0023424308415250072 -0.0020789513809956399 0.0028601747412056516 0.0018471476602377383 -0.0013866808308819903 -0.0022056436358583687 0.0023937400313453266 0.00022217484564831191
leaf_weight=0.0011270561512641821 0.0013979195999112804 0.0012819145322545125 0.0010908238180529347 0.0013710484291083458 0.0010196769215066745 0.001083646803463908 0.001727478908958747 0.0015807656097522266 0.0011708943088264163 0.0018440608847268281 0.0010669874753759245 0.0014544329891797922 0.0012206779791248418 0.0010207153263880608
leaf_count=96 275 146 359 141 212 322 173 224 236 109 44 1260 204 109
internal_value=0 9.004e-05 -6.69604e-05 9.65714e-05 -0.000101135 0.000127646 0.000294304 -3.5448e-05 0.000317636 0.000670687 0.000282658 -0.00032308 0.000504534 0.00140482
internal_weight=0 0.018331 0.0170491 0.0159583 0.0145604 0.0135407 0.0124571 0.0107296 0.00914882 0.00777777 0.00660687 0.00476281 0.00330838 0.00224139
internal_count=3910 3814 3668 3309 3034 2822 2500 2327 2103 1962 1726 1617 357 313
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=25
num_cat=0
split_feature=31 1213 1374 150 484 3 0 0 14 15 150 132 4 48 47 1 4 52 15 52 0 4 151 12
split_gain=0.000513656 0.000435287 0.000347896 0.000362721 0.000608527 0.000464919 0.00037797 0.000522585 0.000426429 0.00036586 0.000336737 0.000332765 0.000292761 0.000287005 0.000317577 0.000587383 0.000245334 0.000239956 0.000345106 0.000254485 0.00047746 0.000261187 9.70257e-05 6.55469e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 0.096385000000000012 -0.074904999999999985 -0.10575999999999998 -0.13131999999999996 -0.03231499999999999 0.087235000000000021 0.080815000000000012 -0.056579999999999991 0.11379500000000002 0.093315000000000023 1.0000000180025095e-35 -0.0017649999999999999 -0.40083499999999994 -0.03231499999999999 0.11262000000000001 0.15480500000000005 -0.23071499999999998 -0.0038899999999999998 0.087795000000000026
decision_type=2 2 2 2 2 2 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 9 7 8 -6 10 -5 17 -9 14 15 -10 -17 -8 -19 20 21 -20 -12 -14
right_child=1 2 3 5 6 -7 11 12 13 -11 22 -13 23 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.00083345777713971999 -0.0008574944401418521 -0.00069453689029840688 -0.00084216514531041255 0.0009553949870520121 -0.00076071182378741639 0.0010531525672069645 -0.00054876906868020589 -8.131203642827241e-05 -0.00031643014261427437 -0.00049434746204669465 0.00033660160876202989 0.00088519429096119997 -0.0012368644850201161 -0.00041887693535920122 -0.00026727645846389596 0.00038514293454412687 0.0012828899734210818 0.00072001025866581532 5.7153316036851757e-06 -0.00057267729067592133 -0.00050048245599458065 0.00080669004075013362 -0.00028273340074666081 -0.00072892345187373355
leaf_weight=0.0013950179507622998 0.0013123788572067798 0.0014734774875586601 0.00188888580569009 0.0012559757479806422 0.0011982901989739947 0.0013864937128640342 0.0010194749933042377 0.0011296699801987093 0.0011343155242399218 0.0014186363254455872 0.0010018657931278319 0.0012684196416993662 0.0010455470388197781 0.0013453175744739809 0.0013592829281456886 0.0010475577665916003 0.0015251802045921914 0.0018917605984122166 0.001454388466441971 0.0011841927130853414 0.001518983431312293 0.0019363305338859806 0.0010642049052008717 0.0010277969924677652
leaf_count=113 592 67 551 72 42 88 205 480 84 114 85 83 233 61 33 89 86 177 52 78 23 145 41 316
internal_value=0 -5.2006e-05 -1.7433e-05 1.68491e-05 -6.54977e-05 0.000325629 4.07461e-06 -0.000182323 2.13912e-05 0.000112852 0.000372149 0.000200259 -0.000666323 0.00016756 0.000323283 0.000539827 0.000917349 0.000103783 0.00018709 2.16522e-05 0.000165001 0.000463126 1.75906e-05 -0.000985068
internal_weight=0 0.0318884 0.030576 0.0291026 0.0229754 0.00612718 0.0210865 0.010813 0.00760994 0.00474068 0.00332205 0.0102736 0.00320301 0.00641165 0.00506634 0.00370705 0.00257274 0.00900513 0.00798566 0.0060939 0.0049097 0.00339072 0.00206607 0.00207334
internal_count=3910 3797 3205 3138 2738 400 2187 1424 395 312 198 763 1029 353 292 259 175 680 475 298 220 197 126 549
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=15
num_cat=0
split_feature=484 148 42 3 49 151 49 1 15 3 13 0 15 4
split_gain=7.38686e-05 8.85498e-05 9.56592e-05 0.000133774 0.000114059 0.000206473 0.000249364 0.000145638 0.000244083 0.000190365 0.000228017 0.000172019 0.000129026 2.30749e-05
threshold=-0.0043499999999999988 -0.080384999999999984 0.10138000000000001 -0.15464999999999998 -0.085174999999999987 0.056555000000000001 -0.047309999999999998 0.094890000000000016 -0.07142999999999998 0.090325000000000003 -0.0101 -0.032484999999999993 0.05377500000000001 0.22584000000000001
decision_type=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 -9 12 -10 -11
right_child=1 2 -4 4 5 -7 7 9 11 13 -12 -13 -14 -15
leaf_value=-0.0011189032493767953 -0.0013708259518518701 0.0017080264059009277 -0.0011173897613488671 -0.001013353662266218 0.0028047370494011952 -0.0017765790392130954 -0.0024600039813361414 0.00044467137065242715 0.0023048656482853869 -0.00063604221348337992 0.003512538514200672 -0.00086094745927242308 -4.5492329180316168e-05 0.00038698029211902535
leaf_weight=0.0013987364359241581 0.0010037274139795818 0.0014928988133363586 0.0013520557309498879 0.001921080440888844 0.0010798233111079256 0.0010979503175328467 0.0010621501374961468 0.0013129749264867395 0.0011971234335471917 0.0011761308109097257 0.0011477534550117241 0.0019894853818023892 0.0011649755951036109 0.0010593195863336929
leaf_count=612 132 194 408 184 155 84 415 199 230 76 104 104 897 116
internal_value=0 8.04214e-05 0.000165837 0.000276335 0.000125908 0.000304023 0.000508174 0.000262882 -0.000299151 0.000910791 0.00187561 0.000228278 0.00114568 -0.000151259
internal_weight=0 0.0180574 0.0170537 0.0157017 0.0142088 0.0122877 0.0111897 0.0101099 0.00541373 0.00469618 0.00246073 0.00435158 0.0023621 0.00223545
internal_count=3910 3298 3166 2758 2564 2380 2296 2141 1646 495 303 1231 1127 192
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=15
num_cat=0
split_feature=475 15 42 1 43 0 3 42 51 151 49 4 16 1
split_gain=6.77036e-05 0.00020834 0.000120273 0.000159514 0.000146916 0.000192089 0.000183219 0.00011166 0.000100414 0.000151714 0.000172673 0.000177399 0.000171585 0.000150648
threshold=-1.0000000180025095e-35 -0.0058549999999999991 -1.0000000180025095e-35 0.11395500000000001 -0.044024999999999988 -0.06402999999999999 -0.078669999999999976 0.08221500000000001 0.12190000000000002 0.069165000000000018 -0.073619999999999977 0.17888000000000001 -0.094359999999999986 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 8 9 10 -6 12 -12 -14
right_child=2 -3 4 -5 7 -7 -8 -9 -10 -11 11 -13 13 -15
leaf_value=-0.0031201602217581503 -0.0027238534177396589 0.00092438292025992736 -0.0013160103704132674 0.0006121270160741281 -0.0022730794831265101 0.0028272905652848828 0.0019091358310374669 -0.0019851129828517967 -0.0017496915152096669 0.002593432200939621 -0.0021067234638064464 0.0022794037883614232 -0.00067175398288937696 0.0023093189090567508
leaf_weight=0.00103414646514189 0.0012877653405041897 0.0010371724704462118 0.0015070941371166449 0.0010645388642331888 0.0011090771571375954 0.0019067091647041812 0.0013646996753747948 0.0011331711364211692 0.0010136292600721472 0.0010878168766710328 0.00133126406469919 0.0015979256239350564 0.0015236255110331349 0.0012585821422650412
leaf_count=436 929 185 423 65 56 218 359 689 70 45 73 169 91 102
internal_value=0 -0.00109493 0.000125373 -0.00121415 0.000337794 0.00125832 0.000216605 -9.96683e-05 0.000139802 0.000381984 2.92733e-05 0.00047636 -0.000224054 0.000676788
internal_weight=0 0.00207132 0.0171859 0.0023523 0.0148336 0.0047785 0.00287179 0.0100551 0.00892192 0.00790829 0.00682047 0.0057114 0.00411347 0.00278221
internal_count=3910 621 3289 994 2295 1000 782 1295 606 536 491 435 266 193
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=27
num_cat=0
split_feature=1213 1456 453 38 1374 0 475 2 51 133 52 15 52 52 0 52 42 12 47 0 13 12 48 4 0 13
split_gain=0.000467797 0.000372554 0.000424641 0.00036697 0.000339857 0.000488233 0.000358487 0.000293475 0.000322879 0.000302096 0.000341897 0.00107451 0.000580608 0.000378788 0.000349308 0.000445859 0.000742097 0.000321641 0.000301203 0.000286846 0.000280723 0.000283363 0.000186302 0.000110939 6.69829e-05 6.65552e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.084445000000000006 -0.094679999999999986 -0.23029999999999998 -0.084049999999999986 0.14808000000000002 0.13881000000000002 0.10599500000000002 0.11588000000000002 -0.03231499999999999 0.10062000000000001 0.084890000000000007 -0.017269999999999997 -0.089799999999999977 0.091735000000000025 0.084100000000000022 0.09252500000000001 -0.15713499999999997 -0.10241499999999999 0.085325000000000012 0.08740500000000001 -0.0021099999999999995 -0.071604999999999988 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
left_child=-1 -2 3 4 -3 22 -7 8 9 10 12 -12 13 14 15 16 24 -16 19 -17 -21 23 -6 -22 -8 -19
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15 17 18 -18 25 -20 20 21 -23 -24 -25 -26 -27
leaf_value=-0.00082076294482208076 -0.00070729883710921797 -0.00056981863142258201 -0.00084981658148451092 -0.00060796213744788899 0.0012547164269857563 -0.00063569450013672198 -0.00060146576806179312 0.00090979679374509649 -0.00064237511920038344 -0.00059801346213516043 0.00051566721148829924 -0.0014569951617973806 0.0011539885389877322 -0.00045899445910545678 0.0011417358092220959 -0.00022498218785887595 0.00061285694716888711 1.1727908784246627e-05 -0.00024557234855357435 0.0012040258606673898 0.00095776349287216391 -0.00011222267402853985 0.00044332896229380843 0.00039928169199353086 -0.0011296603004599397 0.00051726599807100035
leaf_weight=0.0014303305127959234 0.0013940069105668187 0.0014081367136862246 0.0010485506643096434 0.0015088564892602454 0.0010317289278822727 0.0013189328015989618 0.0010345901135503377 0.0010181657049406481 0.0011488005566763207 0.0010903620624534973 0.0013670178228912255 0.0010259314513829656 0.0014092793767523362 0.0017603105218977127 0.0015753674964819235 0.0011503497752185137 0.0011238259806704565 0.001037606850251116 0.0017049091616549994 0.0011839788749141095 0.0014314640523381272 0.0014933779129261138 0.0014375198665348421 0.0015974501510206806 0.0010042665794696088 0.0011828991116544785
leaf_count=592 332 68 91 81 52 244 173 143 102 400 147 145 48 176 113 50 74 69 100 74 113 295 30 127 61 10
internal_value=0 3.00226e-05 6.20486e-05 9.28469e-05 0.000128648 0.000163614 0.00010407 0.000144157 0.000110731 0.00014975 0.000188423 -0.000330074 0.00025481 0.000181478 0.000254122 0.000129757 -0.00033769 0.000638245 0.000302434 0.000438697 0.000572491 0.000407149 0.000782352 0.00066322 -0.000861635 0.000281036
internal_weight=0 0.0334877 0.0320937 0.0310451 0.0295363 0.0281281 0.0256589 0.02434 0.0233218 0.022173 0.0210826 0.00239295 0.0186897 0.0172804 0.0155201 0.0117242 0.00316268 0.00379587 0.00856153 0.00685662 0.00570627 0.00452229 0.00246925 0.00302891 0.00203886 0.00222051
internal_count=3910 3318 2986 2895 2814 2746 2664 2420 2277 2175 1775 292 1483 1435 1259 1067 308 192 759 659 609 535 82 240 234 79
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=24
num_cat=0
split_feature=1213 1456 1374 133 480 151 38 13 49 457 3 39 52 42 0 0 43 52 1 49 2 15 52
split_gain=0.00037903 0.000310019 0.000303423 0.000306315 0.000318484 0.000271909 0.000316859 0.000285842 0.000290071 0.000282623 0.000249548 0.00034789 0.000251946 0.00032044 0.00024534 0.000313305 0.000323586 0.000238103 0.000231437 0.000158636 0.00011394 6.1758e-05 5.85262e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.08456000000000001 -0.24440499999999998 0.084445000000000006 -0.45122499999999993 0.10513500000000002 0.088055000000000008 0.088060000000000013 0.090455000000000021 0.084890000000000007 0.086635000000000004 -0.10575999999999998 -0.089879999999999974 -0.083899999999999988 -0.081429999999999989 0.10420500000000001 -0.016474999999999997 0.088895000000000016 -0.10312999999999999 -0.044539999999999989
decision_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 -4 7 -7 9 10 11 12 14 -14 19 -16 -17 -12 20 -9 -18 -19 -20
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 17 -13 13 -15 15 16 18 21 22 -21 -22 -23 -24
leaf_value=-0.00078376554318194415 -0.00067424238321170719 -0.00062781607797684504 -0.00055585070301455845 -0.00063121857452332671 -0.00064383233809026509 0.00083873638171181198 -0.00056361481843008828 0.00095847998656591158 0.00078183264957442191 0.00078660056943176545 0.00021988127363084645 0.0009404107830824546 -0.00072861873052862478 0.00022589893996158303 -0.00051766149952372511 0.00076255034730142045 -0.00064143048582793725 -0.00020448750204855499 0.00059146742461303422 0.00029576186470565063 -1.3862318826883757e-05 -0.00064823564827860413 0.00011969536607591397
leaf_weight=0.0012004687759262075 0.0012115304514688915 0.0012396055467478453 0.0010389103083738851 0.0011337554993555423 0.0010463308255433046 0.0013420215235308485 0.0010823362368930214 0.0011403859742544764 0.0014257059193703283 0.0011975520465106184 0.001527033126123456 0.0010697317875208176 0.0014227502081264618 0.0013384453846484456 0.0014236363720961575 0.0015549850148651725 0.0010003329543657692 0.00100140033460272 0.0010496969357575714 0.0018691600174718303 0.0013104589709878045 0.0015938312093808351 0.0010134681013393987
leaf_count=592 332 68 83 435 208 70 75 59 130 115 89 137 259 174 164 215 194 43 108 124 135 73 28
internal_value=0 1.91805e-05 4.93767e-05 8.09565e-05 0.000112685 0.000145124 0.000176295 0.000212238 0.000172084 0.000127532 8.4439e-05 0.000172529 0.000109936 -0.000265932 0.000210093 7.22402e-05 0.000213885 -0.000218857 1.88294e-05 0.000546881 -0.000285534 -0.00047701 0.000359724
internal_weight=0 0.0290331 0.0278215 0.0265819 0.0254482 0.0244018 0.0233629 0.0222806 0.0209386 0.0195129 0.0183153 0.0141931 0.0131233 0.0027612 0.0103621 0.00735258 0.00592894 0.00412226 0.00437396 0.00300955 0.00231079 0.00259523 0.00206317
internal_count=3910 3318 2986 2918 2483 2275 2192 2117 2047 1917 1802 1597 1460 433 1027 844 680 205 465 183 329 116 136
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=26
num_cat=0
split_feature=1213 31 1374 150 1456 3 150 151 133 13 42 376 43 16 13 47 3 16 2 3 2 0 1 42 12
split_gain=0.000448112 0.000385573 0.000344251 0.000344161 0.000484234 0.000422662 0.000476382 0.000373384 0.000387393 0.000358077 0.000302579 0.000539826 0.00037402 0.000390694 0.000548076 0.000496464 0.000304233 0.000427911 0.000337862 0.000299969 0.000269157 0.000240254 0.00035448 0.000147297 1.45832e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.083205000000000015 -1.0000000180025095e-35 0.096385000000000012 0.086870000000000017 -0.030624999999999996 0.10681500000000001 0.06211500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.24895000000000003 -0.11267999999999999 0.084155000000000021 0.086245000000000016 -1.0000000180025095e-35 0.11230000000000001 -0.10140999999999999 0.095995000000000011 -0.070894999999999986 0.10113500000000002 0.091955000000000023 0.094375000000000014
decision_type=2 2 2 2 2 2 2 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 -5 -6 10 20 -9 12 21 14 15 24 17 19 -18 -16 -8 22 -12 -23 -14
right_child=1 2 3 5 7 -7 9 8 -10 -11 11 -13 13 -15 16 -17 18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.00091465048458145551 0.00091195394347238167 -0.00078345646840413154 -0.0010979918408220504 0.00094664475346803011 -0.00070710580554119958 0.001151265228924818 -0.0012052952727515933 -0.00053481405898735276 -0.0008645697009801958 0.00043572020838439943 -0.00048940085652766962 0.0011803479315939094 0.001173080101211136 -0.0009737241315712858 -0.00039468578294937139 -0.0002452565548764574 0.00081111751545375453 0.00024604057868647889 -0.00032002007191278878 -0.0016017010727756909 -4.1192907318765348e-05 0.0011266902947117102 0.0006919258197872237 0.00039732354569568129 0.00090134491216388424
leaf_weight=0.001387045992782914 0.0012046475116015967 0.0014403796534621085 0.0011242195978758548 0.001354011624073558 0.0018512019761057754 0.0013581131530062684 0.0010018180391846432 0.0017521024270630977 0.0011365440958933928 0.0014493003658689885 0.0013730924683982293 0.0012602495387686796 0.0010024524132909111 0.0011541040272400613 0.0010206585351575292 0.0012721412907694685 0.0010942421108195433 0.0010100220896096688 0.001818945730081456 0.0011143739476397532 0.0010551731338386827 0.0013828700992855004 0.0012605777048595168 0.0014864992507132441 0.0010423132873537133
leaf_count=592 113 67 324 74 278 88 130 121 414 37 344 61 91 192 45 41 42 106 45 405 63 64 63 84 26
internal_value=0 1.92148e-05 -1.56845e-05 2.19626e-05 -6.82614e-05 0.000357945 0.000136268 -1.57186e-05 4.77017e-05 -0.000176672 0.000102144 0.000166682 8.70003e-05 -9.06148e-05 1.80981e-05 0.000543711 -0.000269677 -0.000616596 0.000104854 -0.00102468 -0.000608147 0.000426841 7.60284e-05 0.000748836 0.00103456
internal_weight=0 0.0320201 0.0308154 0.029375 0.0231566 0.00621842 0.0048603 0.0220324 0.0201812 0.00350629 0.0190446 0.0172925 0.0160323 0.0105293 0.00937515 0.00331691 0.00605824 0.00314505 0.00291319 0.00213503 0.00205699 0.00550304 0.00263367 0.00286937 0.00204477
internal_count=3910 3318 3205 3138 2746 392 304 2422 2144 230 1730 1609 1548 993 801 158 643 556 87 450 193 555 407 148 117
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=16
num_cat=0
split_feature=14 47 47 42 376 50 43 16 16 2 150 150 52 15 15
split_gain=7.5305e-05 7.59176e-05 0.000154502 0.000146567 0.000170274 0.000184445 0.000130506 0.000219754 0.000159046 0.000212474 0.00011961 0.000172131 0.000166212 0.000137552 0.000159783
threshold=0.073890000000000011 0.13177500000000003 0.11069000000000002 -0.089024999999999979 1.0000000180025095e-35 0.082310000000000008 -0.18906999999999999 0.15737500000000001 -0.0099649999999999982 0.092865000000000017 0.082590000000000011 0.11398500000000002 0.084505000000000011 0.05377500000000001 -0.11219499999999999
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 10 -10 12 -12 13 14 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0019682251274661055 -0.0015929176228009995 -0.0013115309059928575 0.0024144590469700562 0.0020445159177236265 0.002421999083127826 -0.0023615486255012088 0.00080145263300168386 -0.0019508361540241041 0.000165721712490876 0.0035723739146272669 0.0021137245839616481 -0.0010148059260171971 -0.0028132271889616967 0.0017018212917992498 -0.0023933516090675865
leaf_weight=0.0012123168537750721 0.0010244392758993462 0.0013146407723270128 0.0010549703330525592 0.0012754456166159641 0.0011533297771953869 0.0010831227855714132 0.0010590462177863975 0.0017365361378338948 0.0015625670988272961 0.0011456223569349805 0.0016321313458910469 0.001039210568124449 0.0010407618138614169 0.0010793032144956402 0.0012120129019907878
leaf_count=431 135 84 137 116 158 564 165 396 366 137 123 111 617 173 197
internal_value=0 8.04296e-05 0.000186289 4.14678e-05 0.000203687 1.91717e-05 0.000220899 1.87716e-05 0.000368829 0.00160681 -0.000105889 0.000896658 -0.000715788 -6.42368e-05 -0.000903542
internal_weight=0 0.018601 0.0172864 0.0162314 0.0150191 0.0138658 0.0127826 0.0115072 0.00977066 0.00270819 0.00706247 0.00267134 0.00439112 0.00335036 0.00227106
internal_count=3910 3775 3691 3554 3123 2965 2401 2285 1889 503 1386 234 1152 535 362
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=29
num_cat=0
split_feature=403 1429 51 124 43 403 159 160 42 1374 156 42 123 50 151 48 4 2 15 1374 151 12 0 2 1 4 151 4
split_gain=0.000560977 0.000454222 0.000447564 0.000558526 0.000487484 0.000448985 0.00047643 0.000614312 0.000344671 0.000281531 0.000318105 0.00035484 0.000349015 0.00033108 0.00041215 0.000515159 0.000426307 0.000476497 0.000329584 0.000312061 0.000548813 0.000371748 0.000386955 0.000464946 0.000322444 0.000521348 0.000143272 0.000122161
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.40274499999999996 0.10385500000000002 0.24789500000000006 -0.088854999999999976 0.088320000000000023 -0.059339999999999997 0.10728500000000001 0.086000000000000007 0.085790000000000019 -0.10770999999999999 0.085195000000000007 0.10625000000000001 -0.084129999999999996 0.085875000000000021 0.25367000000000006 -0.13811499999999996 -0.14868999999999996 -0.094679999999999986 -0.0074049999999999993 0.098845000000000016 -0.070894999999999986 0.10113500000000002 0.094385000000000011 -0.078094999999999984 -0.092609999999999984 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 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 8 -8 9 10 11 -7 13 14 15 -13 19 -18 -19 -16 -21 22 24 27 25 -22 -17 -24
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 16 26 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.0010721849651720119 -0.0012358020059352322 -0.00095886438242474435 -0.00098918270337928983 0.00079162954956640288 -0.0010735067730599708 -0.00090726176291272944 0.001071404473777747 -0.00025250496036240594 0.00065310425877067682 -0.00091283879234502034 -0.00083654182004133778 0.00015694660205942305 0.000704630400382096 -0.00078806601259964672 -0.00076130543559213006 -0.00058606114244130801 -0.00021294712458542702 0.0014570809949767702 0.00034885422660741757 0.00087591010054124539 2.0428862574138654e-05 -0.00092971823916083909 0.0003890084224892854 -0.00022881343672175849 0.00016686392606482506 -0.0011823391519260611 -0.0013542708441425578 0.0010716596691961902
leaf_weight=0.0011118377194921916 0.0010496041547544818 0.0013192012442365666 0.0011591520888133413 0.001447161636967397 0.0011300387656923419 0.0010810981287068108 0.0016774268743675047 0.0013367608908254327 0.0011527431514224131 0.0010158740162686799 0.0012841025866673341 0.0014783529179327451 0.0012212327259055389 0.0013735047084067467 0.0012677865136083719 0.0010308937070024893 0.0012913801124005975 0.0011225289281961981 0.0011563360636832601 0.0013422407065180062 0.0015154863970706541 0.0010648554278411835 0.0010265496514970107 0.001842813412814337 0.0019887866209229443 0.0015444848656971377 0.0010302893972733429 0.0012148831192462343
leaf_count=181 295 122 493 42 186 118 179 206 131 97 213 89 107 198 19 62 35 55 60 63 322 69 46 51 92 325 35 19
internal_value=0 -0.000155391 -0.000126364 -9.38683e-05 -0.000133481 -9.94555e-05 -6.51469e-05 0.000484264 -0.000126376 -0.000161078 -0.00013038 -9.19462e-05 -5.27929e-05 -9.62376e-05 -4.85298e-05 -0.000499341 4.88966e-05 0.000494087 0.000894747 -7.52019e-05 1.72909e-07 -0.000115091 -2.01107e-05 0.000313306 -0.000289831 -0.000586654 -0.000970053 0.000759013
internal_weight=0 0.0362278 0.035116 0.0337968 0.0323496 0.0312196 0.0300604 0.00301419 0.0270462 0.0258935 0.0248776 0.0235935 0.0225124 0.0212912 0.0199177 0.00353954 0.0163781 0.00357025 0.00227886 0.0128079 0.0115401 0.0101979 0.009133 0.00408425 0.00504876 0.00305997 0.00206118 0.00224143
internal_count=3910 3615 3434 3312 3270 3084 2591 385 2206 2075 1978 1765 1647 1540 1342 186 1156 150 115 1006 987 924 855 116 739 647 97 65
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=26
num_cat=0
split_feature=1213 1456 453 1374 0 1 133 11 4 42 49 2 3 12 52 49 40 1 1 52 13 0 48 42 15
split_gain=0.000508549 0.000361494 0.00046714 0.000407609 0.000489612 0.000337748 0.000492611 0.00053333 0.000605762 0.000498156 0.000438976 0.000404862 0.000357501 0.000337174 0.000310873 0.000281507 0.000323361 0.000681499 0.000239894 0.000228408 0.000224895 0.000274496 0.000212321 0.000187679 0.000132301
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11368000000000002 0.10681500000000001 0.080455000000000013 -0.076854999999999993 0.088345000000000021 -0.085174999999999987 0.11085000000000002 -0.013944999999999997 0.080120000000000011 -0.077699999999999977 -0.029304999999999998 0.028705000000000001 0.13304000000000002 0.091655000000000014 0.083750000000000005 1.0000000180025095e-35 -0.10209999999999998 0.08740500000000001 0.093125000000000013 -0.13823999999999997
decision_type=2 2 2 2 2 2 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 22 6 7 8 11 10 -10 12 13 -6 -12 -7 17 23 -11 -15 21 24 -5 -17 -16
right_child=1 2 -4 4 5 15 -8 -9 9 18 14 -13 -14 19 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00078402503605932506 -0.00062081467533303398 -0.0006053304016158498 -0.00077966612012666018 0.0011047650156814661 0.0010158752859604134 0.00078343897793602991 -0.00087654092189650074 -0.0006609876546259674 -0.00093525601284860822 -4.4258783371743066e-05 0.00039969351912125039 0.0010529525462317651 -0.00021653446986373106 -0.00024762117119390476 -9.3587640964735386e-05 0.00070049152953249622 0.00076114607063756815 -0.00058319438114566439 0.00081020413547447845 0.00059146561504208714 -0.00082282746526759869 0.00033117626087531617 0.0003435786756775812 8.8564668627519096e-06 -0.00074074426252863901
leaf_weight=0.0013627806240106002 0.0013990939172805463 0.0013805587869306626 0.0010926821991983351 0.0010444218645466697 0.0012716586030157018 0.0015638573003650125 0.0010842220524772675 0.0017293734463970081 0.001377514800423362 0.0010065676488629771 0.0014347317870119737 0.0012700069666511382 0.0018639905519495159 0.0010726325143137205 0.0010423387435482545 0.001643172690180327 0.0012103779279126203 0.0019075506516537111 0.001212077437396708 0.0010994457956050724 0.0010297273487968397 0.0013131902140568778 0.0014856859467329286 0.0010936458167474239 0.0010728474661791864
leaf_count=592 332 68 91 52 43 119 395 168 94 227 245 27 100 156 25 102 47 177 120 170 120 276 30 68 66
internal_value=0 2.25512e-05 5.13073e-05 8.13636e-05 0.000114248 6.19556e-05 -2.99432e-05 2.16355e-05 9.51109e-05 -0.000114031 -0.000277775 0.000396818 0.000239821 0.000486833 -0.000124082 0.000295838 0.000165595 1.03871e-05 0.000422546 0.000177101 -0.000292646 -0.000133404 0.000657794 0.000424111 -0.000421833
internal_weight=0 0.0327014 0.0313023 0.0302096 0.028829 0.0262989 0.0188803 0.0177961 0.0160667 0.009489 0.00727035 0.00657773 0.00530773 0.00344374 0.00589284 0.0074186 0.00585475 0.00464437 0.00221865 0.00217208 0.0044581 0.00342838 0.00253011 0.00273682 0.00211519
internal_count=3910 3318 2986 2895 2827 2745 2232 1837 1669 1173 826 496 469 369 732 513 394 347 347 326 487 367 82 170 91
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=27
num_cat=0
split_feature=1213 51 1 14 3 47 133 38 376 147 52 1374 16 16 2 2 13 1 43 15 15 51 52 0 48 52
split_gain=0.000455567 0.000397751 0.000508763 0.000840087 0.000594522 0.000583787 0.000393074 0.000330416 0.000332016 0.000330199 0.000271169 0.000294848 0.000288906 0.000339568 0.000270549 0.000379887 0.000312066 0.000266313 0.000223257 0.0002179 0.000205334 0.00022584 0.000184053 0.000121213 8.65856e-05 5.0476e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.13662500000000002 0.077685000000000018 0.11265500000000002 0.11939500000000002 0.10681500000000001 0.084445000000000006 0.084770000000000026 0.088565000000000019 0.28122000000000008 -0.094679999999999986 -0.063614999999999991 -0.52908499999999992 0.097360000000000016 0.087005000000000013 -0.071149999999999977 0.076710000000000014 -0.078454999999999983 0.083935000000000023 -0.12259499999999998 0.077145000000000005 -0.074484999999999982 -0.10071499999999999 0.086285000000000014 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 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 11 -3 13 -13 15 16 -14 19 -16 -15 -19 -22 -20 -18 -23 -17
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 14 17 18 25 23 20 22 -21 21 24 -24 -25 -26 -27
leaf_value=-0.00090725652222876181 -0.00086010461128561218 -0.00066523024596879085 0.001459224606987348 -0.0013913925384688472 -2.0951131671892285e-05 -0.0010992612657685836 -0.00084636431735812259 -0.0006945971950293794 0.00097825800151889295 0.00087394601402730559 -0.00062209291525367014 -0.00028729256090860448 -0.00065473810971803216 -0.00034872691176303995 0.00076143271314971727 -0.0010020534325907756 0.00065444154807818415 0.0013416068264515682 -0.00044244222371697732 0.00059973410474355529 9.0615551452420592e-05 0.001208652957947081 0.00041947959221368797 2.7513854901665005e-05 0.0005769551479289192 -0.00051566816003029104
leaf_weight=0.0013288649045520079 0.0011884090915814651 0.0010718023388278644 0.001274805418217873 0.0010135619448914382 0.0013205211112853332 0.0010277848494482092 0.0010294200037651155 0.0011109756293059539 0.0011503323496682141 0.0013267000919034979 0.0012420459538065578 0.0014940260306879338 0.0010669750338278801 0.0012244186693636215 0.0015613213827833095 0.001010940386378667 0.0013837489453436547 0.0010531499306332126 0.0011313763952631728 0.0010983940169913275 0.00143099905932631 0.0010249481384948522 0.0012426035123216939 0.0015776451905381147 0.0010499920833862975 0.0010292672621629029
leaf_count=592 133 54 92 100 118 89 413 54 74 132 269 45 198 233 106 195 29 74 149 200 127 46 65 162 46 115
internal_value=0 1.70985e-05 5.19083e-05 -1.01645e-05 0.0007061 4.29874e-05 8.93697e-05 0.00012904 0.000168531 0.000126232 7.82947e-05 0.000123017 0.000168983 0.00038082 -8.38241e-06 -0.000213127 6.21593e-05 0.000525864 0.000307351 9.97741e-05 0.000742953 0.000563123 8.71032e-06 0.000320454 0.000888992 -0.000756676
internal_weight=0 0.0311362 0.0299478 0.0273524 0.00259533 0.0263389 0.0253111 0.0242817 0.0231707 0.0220204 0.0206937 0.0194516 0.0183798 0.00837593 0.0100039 0.00606858 0.00402837 0.0068819 0.0039353 0.00232281 0.00455909 0.00350594 0.00237398 0.00296139 0.00207494 0.00204021
internal_count=3910 3318 3185 2975 210 2875 2786 2373 2319 2245 2113 1844 1790 771 1019 699 389 726 320 433 293 219 214 191 92 310
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=27
num_cat=0
split_feature=1213 14 160 1374 38 133 484 0 42 48 133 49 1 15 52 0 4 52 12 1 51 0 2 4 16 1
split_gain=0.000558987 0.000418979 0.000357939 0.000336019 0.00033597 0.000406953 0.000393393 0.000427559 0.000519712 0.000375854 0.000377813 0.000572492 0.000492058 0.000357597 0.000498092 0.000431246 0.00032896 0.000252724 0.000254908 0.000234324 0.000322778 0.000252663 0.000208211 0.000150078 6.54023e-05 2.48953e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.26821999999999996 0.086000000000000007 1.0000000180025095e-35 0.10681500000000001 -0.083374999999999991 -0.017269999999999997 -0.11403999999999999 0.12675000000000003 -0.090054999999999982 -0.084934999999999997 0.092550000000000007 -0.095799999999999982 -0.074484999999999982 -0.10131499999999999 -0.49837999999999999 0.092885000000000009 0.084100000000000022 0.07585500000000002 -0.056469999999999992 -0.070894999999999986 0.096540000000000015 0.0051950000000000008 -0.061204999999999989 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
left_child=-1 2 -2 4 5 6 -4 8 -8 10 -10 12 -12 14 -13 23 -9 18 -18 21 -21 -17 24 -15 -16 -24
right_child=1 -3 3 -5 -6 -7 7 16 9 -11 11 13 -14 15 22 19 17 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=-0.00090784548707282967 -0.00079034929321558265 -0.00072934803569867427 -0.00068482099102161096 -0.00071753697422208306 -0.0005299088442232132 -0.00075852925455945617 -0.00075556529244337196 -1.0303445299234811e-05 -0.00059873492919421719 -0.00049347447594734863 -0.00095697877410308441 -0.0007870513954675015 0.00030657592613293647 0.00068707496878936435 -0.00021623857895503582 0.00021931661519732705 0.001419000042506804 0.000218181836235887 0.000579760211314437 0.00063619377855723253 -0.00037110389690513275 0.0011712989123769519 0.00083517331725296363 0.0013377408411904823 0.00028204452650366842 0.00051497550715594342
leaf_weight=0.0014420229034324402 0.0010303968263389853 0.0015171434847515144 0.0010654164894759724 0.0010751625309352022 0.0016376337133268129 0.0010110965867435031 0.0013502704331299067 0.0015560040445912193 0.0010610211802088423 0.001607117439007765 0.0013075035310912133 0.0010240348194272553 0.0013091278624823843 0.0013643391348700977 0.00110568234706937 0.0011985382064069088 0.0015222319512165411 0.001248527065678573 0.001550774371214203 0.0011889944423941756 0.0015625955990764551 0.0011688381168277976 0.0010467860680916097 0.001677551437328062 0.0011310332350208301 0.0010152537375103313
leaf_count=592 279 112 276 92 85 417 104 124 283 65 67 67 61 72 81 329 105 34 62 86 219 57 35 75 38 93
internal_value=0 1.86397e-05 5.43075e-05 8.25783e-05 0.000111533 0.000148952 0.000182858 0.000218418 0.000117431 0.000180237 0.000243329 0.000298822 -0.000324809 0.000419843 0.000126066 0.000611455 0.000564096 0.000770914 0.000995483 0.000353287 6.41613e-05 0.000689336 0.000343585 0.00104591 3.57267e-05 0.000677523
internal_weight=0 0.0333331 0.0318159 0.0307855 0.0297104 0.0280727 0.0270616 0.0259962 0.0201187 0.0187684 0.0171613 0.0161003 0.00261663 0.0134836 0.00532279 0.00816086 0.00587754 0.00432153 0.00307301 0.00511897 0.00275159 0.00236738 0.00429876 0.00304189 0.00223672 0.00206204
internal_count=3910 3318 3206 2927 2835 2750 2333 2057 1732 1628 1563 1280 128 1152 314 838 325 201 167 691 305 386 247 147 119 128
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=17
num_cat=0
split_feature=124 4 0 43 48 147 42 160 474 0 3 133 4 16 49 1
split_gain=8.10165e-05 0.000135897 0.0001048 0.000284987 0.000139822 0.000163586 0.000132188 0.000210233 0.000165863 0.000110695 0.000152488 0.000121509 0.000136615 0.000227945 0.000209251 0.0001281
threshold=0.10385500000000002 -0.49837999999999999 0.024745000000000003 0.083940000000000015 -0.083299999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084145000000000011 -0.074249999999999997 -0.074234999999999982 0.058050000000000011 0.0057500000000000008 -0.094359999999999986 -0.045004999999999996 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 -8 11 -11 12 13 -9 -14 -16
right_child=-2 2 3 -5 5 -7 7 9 -10 10 -12 -13 14 -15 15 -17
leaf_value=-0.0017047673421441063 0.0013731542549629057 -0.0019684152990266158 0.0028941957446223477 -0.00061238970728333896 -0.0016513433948925069 0.0019589745951771693 -0.002282604270737414 0.0004103649066585452 0.00032591867382646681 0.0028064022577816441 0.00018032436155131438 0.0017079452493287601 0.002070995635854154 -0.0029966813565327241 0.00047631032872020522 -0.001820306113701434
leaf_weight=0.0012867008631791644 0.0010422062365174753 0.0010222881656656276 0.0011316642680800617 0.0013211470610414722 0.0013956153087402194 0.0010345717540956043 0.001618380174520556 0.0010356033530494182 0.0010615914682666205 0.0010420643593358481 0.0013158283821703984 0.001001036946742433 0.0012503882539043332 0.0010301871997886337 0.0015384943037179966 0.0010921669808033191
leaf_count=174 49 101 154 34 969 115 672 104 209 204 211 327 39 368 98 82
internal_value=0 -9.5013e-05 2.07585e-05 0.00100546 -0.00013569 -5.72435e-06 -0.000157624 1.63043e-05 -0.00124932 0.00038079 0.00134091 5.49549e-05 -0.000223294 -0.00128869 0.000343791 -0.000477172
internal_weight=0 0.0191777 0.017891 0.00245281 0.0154382 0.0144159 0.0133814 0.0119857 0.00267997 0.00930577 0.00235789 0.00694788 0.00594684 0.00206579 0.00388105 0.00263066
internal_count=3910 3861 3687 188 3499 3398 3283 2314 881 1433 415 1018 691 472 219 180
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=15
num_cat=0
split_feature=52 376 1 12 48 1 42 160 484 151 43 1 4 43
split_gain=8.02998e-05 0.000133465 0.000106838 0.000175736 9.77082e-05 0.000196111 0.000163985 0.000169452 0.000258808 0.000152677 0.000202222 0.000172767 0.000129057 9.06357e-05
threshold=-0.27466499999999994 0.08801500000000001 0.13662500000000002 0.11655500000000001 0.11930500000000001 0.11327500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.042570000000000004 -0.084129999999999996 -0.073139999999999983 0.094695000000000015 -0.0025899999999999994 -0.089949999999999988
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 -8 -9 13 12 -12 -11
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 11 -13 -14 -15
leaf_value=-0.0010835676898115687 -0.0019941046340362458 0.001765968490690599 0.0015132515833868798 -0.002116969564841665 -0.00145107423387259 0.0016265459894124592 -0.0026273090647803447 -0.0012299622407127807 0.00032305215425744731 0.00098874598650052067 0.00036402974743962948 0.0014253317779466367 -0.0015618623970030242 0.0030166310272967244
leaf_weight=0.0015792429916288145 0.0010286394567494217 0.0010678140578721717 0.0010260187911911639 0.0010110053069025187 0.0010434522391018506 0.0018120071368321064 0.0012774453792051286 0.0011805882291092721 0.0016625957326651258 0.0011282463244554064 0.0019077291687186471 0.0017196226948943405 0.0015181954661301301 0.0010192868176899256
leaf_count=425 852 82 182 130 85 242 504 119 331 97 463 132 131 135
internal_value=0 7.46354e-05 -2.95496e-05 -0.00012661 4.92919e-06 0.000111512 -0.000109126 6.07545e-05 -0.000958877 0.000414528 0.000680735 0.000150478 -0.000489428 0.00195124
internal_weight=0 0.0184026 0.0173348 0.0163088 0.0152978 0.0142544 0.0124423 0.0114137 0.00294004 0.00847367 0.00729308 0.00514555 0.00342592 0.00214753
internal_count=3910 3485 3403 3221 3091 3006 2764 1912 835 1077 958 726 594 232
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=24
num_cat=0
split_feature=1213 1374 1456 31 133 2 14 47 47 0 13 43 474 42 3 4 0 47 16 4 15 43 48
split_gain=0.000484321 0.000390227 0.00033467 0.000290507 0.000320614 0.000330581 0.00029411 0.000310542 0.000663287 0.000415252 0.000534072 0.000390252 0.000497191 0.000429423 0.000406748 0.000376586 0.000365222 0.000341197 0.000252937 0.000425126 0.000562195 0.00015794 0.000143069
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.14808000000000002 0.077685000000000018 0.086425000000000016 0.097435000000000008 -0.23029999999999998 -0.10241499999999999 -0.078454999999999983 0.084655000000000022 -0.094739999999999977 -0.078669999999999976 -0.069259999999999988 -0.055084999999999988 0.11939500000000002 0.0046950000000000004 -0.078094999999999984 -0.033649999999999992 0.00093000000000000016 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 9 -9 22 21 13 18 -12 15 -15 17 -10 19 -13 -21 -11 -5
right_child=1 2 3 4 -6 -7 -8 8 16 10 11 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00091110706922670356 -0.00078581372245510313 -0.00071216453597481471 0.00081477597295002134 0.0012397960431667528 -0.00073848531863570884 0.0009563872185994434 -0.00071555269095759046 -0.0012184826595391198 0.00013187213420898933 0.00031198757514727888 -0.00066238696437172044 0.00038119261340065956 0.00066174736453277535 0.00056794409630005931 0.0010283559902671113 -0.00051988502622932892 0.00057089186346149763 -0.00093004115480690909 -0.0011375553864403074 1.0101866454305563e-05 -0.0014097320956756713 0.00096736196033417093 0.00046049327565045463
leaf_weight=0.0013754543693673257 0.0013534678101390077 0.0012751591184461666 0.0012883709290983083 0.0010481897696905584 0.0011417080297159423 0.0010313480943001307 0.0011078611037064747 0.0012241415669548067 0.0018425634847427097 0.0017374422298089753 0.0010300108929020974 0.001361914157702945 0.0010479066156514893 0.0017649294901040946 0.0017675081700475855 0.0013368483699733591 0.0019633649972803369 0.0011905570455148506 0.0011724725710906547 0.0013707060339947282 0.0012977048248130956 0.001778877989081773 0.001216772969428348
leaf_count=592 68 332 112 49 430 139 75 95 133 110 109 217 98 68 157 331 34 76 224 190 171 81 19
internal_value=0 2.62291e-05 6.28694e-05 9.72792e-05 6.35823e-05 9.84125e-05 6.33817e-05 9.91119e-05 -0.000198535 0.00020237 0.000112911 -4.06572e-05 -0.00030984 0.000244561 0.000436409 9.9096e-05 5.13531e-05 -0.000284949 -0.00050553 -0.000321666 -0.000680394 0.000643536 0.000821143
internal_weight=0 0.0313498 0.0299964 0.0287212 0.0274328 0.0262911 0.0252598 0.0241519 0.00622063 0.0179313 0.0156663 0.01215 0.0062507 0.0058993 0.00486929 0.00310178 0.00499649 0.00303312 0.0052028 0.00403033 0.00266841 0.00351632 0.00226496
internal_count=3910 3318 3250 2918 2806 2376 2237 2162 338 1824 1756 1565 900 665 556 399 243 209 802 578 361 191 68
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=26
num_cat=0
split_feature=1213 1456 453 1374 0 133 38 13 40 42 39 159 43 160 156 133 2 52 15 47 0 0 2 4 1
split_gain=0.000474165 0.000406527 0.00050457 0.000479924 0.000635747 0.000352145 0.000354142 0.000348023 0.00046159 0.000676297 0.000573072 0.000374762 0.000451105 0.000382228 0.000246601 0.000272897 0.00024769 0.000495557 0.000330396 0.000291573 0.000210103 0.000364576 0.000381802 9.98232e-05 2.93801e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.230625 0.10681500000000001 0.084445000000000006 -0.45122499999999993 0.053870000000000008 -0.10770999999999999 0.085060000000000011 -0.034019999999999988 -0.26007999999999992 0.088095000000000021 0.091280000000000014 0.084760000000000016 0.11362000000000001 0.084890000000000007 -0.10192499999999999 0.077065000000000008 -0.15713499999999997 -0.10131499999999999 0.08400500000000001 0.028075000000000006 0.10353000000000001
decision_type=2 2 2 2 2 2 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 24 6 7 -6 9 -9 11 -11 -13 14 15 16 17 18 19 -14 -20 -22 -23 -18 -5
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 23 -19 20 -21 21 22 -24 -25 -26
leaf_value=-0.00082823932584423087 -0.00074830006519809587 -0.00072072891127821621 -0.00093926224239420048 0.00088673912591650508 0.00081424342640047654 -0.00070750072473754061 -0.00066169184333812053 -0.00092638984231870481 0.0010871726186915012 -0.00063459287328869593 0.0010805900421397264 0.00092138989085381617 0.00032372488503070639 -0.00061733084555279317 -0.00049945705246674473 -0.00043225749001845877 0.0010700875458826825 -0.00072108617177273364 -0.00015519526198358325 -0.00072246275705173607 0.0011237174822486501 -0.00020125236150183261 0.00076288732109760203 0.00041217035672140622 0.0010002869075660828
leaf_weight=0.0015005024295343941 0.0014337459447053549 0.0015121148160872613 0.001076815010170761 0.0010028158338797289 0.0016427248192141765 0.0012038193404482469 0.001236098547902297 0.0014313228388946461 0.0010133051807395535 0.0015531911374577897 0.0013112407233013814 0.0014484725322194683 0.0012051711532658962 0.0016708545138416899 0.0012473531688504411 0.0013904558456788183 0.0010008708757234261 0.0012188799922735897 0.0010219665689996573 0.0011492661683958627 0.0018118064932119895 0.0017175446899156174 0.0019219932904454007 0.0010368229707010679 0.0010100578810003924
leaf_count=592 332 68 91 33 73 432 77 144 41 268 241 24 35 170 223 185 39 239 27 55 61 202 143 74 41
internal_value=0 2.57519e-05 6.06127e-05 9.56174e-05 0.000137825 7.82596e-05 0.0001146 0.000153303 0.000106404 6.151e-05 0.0001298 6.55186e-05 0.000126467 5.62281e-05 0.000132672 0.000191188 0.000262923 0.000167109 0.000289746 -0.000186948 0.000463126 0.000579043 0.000307897 0.000735325 0.000943717
internal_weight=0 0.0332687 0.031835 0.0307581 0.029246 0.0272332 0.0260293 0.0247932 0.0231505 0.0221372 0.0207059 0.0193946 0.0178415 0.016393 0.0147221 0.0134748 0.0120843 0.0100466 0.00882775 0.00235444 0.00647331 0.00545134 0.00363954 0.00203769 0.00201287
internal_count=3910 3318 2986 2895 2827 2753 2321 2244 2171 2130 1986 1745 1477 1453 1283 1060 875 762 523 90 433 406 345 113 74
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=16
num_cat=0
split_feature=14 1 0 157 16 12 52 0 51 49 1 51 15 133 3
split_gain=7.5458e-05 8.30672e-05 0.00016592 0.000124217 0.000190052 0.000239425 0.000162243 0.000147887 0.000172909 0.000164897 0.000159679 0.000137553 8.73583e-05 0.000114995 7.57859e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.084074999999999997 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.11051499999999999 -0.15713499999999997 0.077145000000000005 0.0037600000000000003 0.11377000000000002 0.085845000000000019 0.024640000000000006 0.017095000000000003 -0.115685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 9 10 11 -9 -5 13 14 -4
right_child=-2 3 12 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0020963086625956514 -0.0015067714036038466 0.0017425184633741301 0.0014735221828037282 0.002143494717288075 0.00089148532734610033 -0.00010454808436341425 -0.0029956386412875358 -0.00055079716216397507 0.0032245456279325819 -0.0020346037231069587 0.0023221925771051452 -0.00070147414324186357 0.0013567978545836312 -0.0017277448512907669 -0.00066129755363857512
leaf_weight=0.0015284221586478585 0.0010360723538258001 0.0017084038688564016 0.0010636762397808752 0.0010608564351797948 0.0015885908332734511 0.0010069320270265081 0.0016290586616284066 0.0015295467844442245 0.0011896539258385297 0.0010662316334286714 0.0010431907981189141 0.0011200990961270918 0.001217878369848574 0.0013102675029593586 0.0010687738532712274
leaf_count=990 135 246 30 106 165 185 294 343 168 57 194 34 567 250 146
internal_value=0 6.20908e-05 -0.000477437 0.000320088 0.000103776 -0.00084485 -0.00189126 0.000675501 0.00143954 -0.000209763 0.00061414 0.00068237 5.34652e-05 -0.000407595 0.000403561
internal_weight=0 0.0191316 0.00618902 0.0129426 0.0112342 0.00422458 0.00263599 0.00700958 0.00376239 0.00324719 0.00257274 0.00218096 0.0046606 0.00344272 0.00213245
internal_count=3910 3775 1983 1792 1546 644 479 902 705 197 537 140 993 426 176
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=23
num_cat=0
split_feature=1213 1456 453 1374 0 31 1 11 43 4 2 49 49 47 48 43 16 2 16 15 0 160
split_gain=0.000450393 0.000453381 0.000448104 0.000464386 0.00067874 0.000344873 0.000333871 0.000438639 0.000487075 0.000586443 0.000373706 0.000301242 0.000324416 0.000360777 0.00028898 0.000276114 0.000332067 0.000245493 0.000227158 0.000324345 0.000363122 1.37533e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.11561500000000001 0.080455000000000013 -0.07526999999999999 -0.0025899999999999994 0.092745000000000008 -0.029304999999999998 0.11115500000000002 0.11170500000000001 0.086665000000000006 0.0033500000000000005 0.081265000000000018 0.10113500000000002 0.24895000000000003 -0.089594999999999994 -0.069794999999999982 -0.020649999999999998
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 14 -6 7 8 18 15 -11 -8 13 -13 -5 16 21 -17 19 -7 -21 -10
right_child=1 2 -4 4 5 6 11 -9 9 10 -12 12 -14 -15 -16 17 -18 -19 -20 20 -22 -23
leaf_value=-0.00084633017116156285 -0.00083044616064113666 -0.00072461108314412722 -0.00094389670271121523 0.0014898943690685015 0.00085891677010577813 0.00070074304491641573 0.00094374169906844354 -0.00077117028606486218 -3.8339815678953424e-05 -0.0012623383986131416 -0.00027531128709881345 -0.00052624119945001216 0.00085312216463590191 0.00037725043157714396 0.00045531415416319405 0.00073075339322079761 -0.00097343557345240224 -9.783111952831382e-05 0.00078512219403888096 -0.0006993985922140488 0.00031366526964111751 0.00021089537938780162
leaf_weight=0.0014497808438116979 0.0013891971766707414 0.0015372046131316699 0.0010001873907963246 0.001039840166919599 0.0011789982173605043 0.0016269758468796525 0.0013760685054599042 0.0019144630137757348 0.0010351769129536273 0.0015701543090224585 0.0020088414214283756 0.0019467771103116446 0.0011618746468676083 0.0021224878384842327 0.0015373603766235533 0.0018391122324987602 0.0010259753216310674 0.0014847617424096349 0.0017282436875033502 0.0014356980963829355 0.0018739002830638852 0.0010001442607629682
leaf_count=592 332 68 91 50 110 227 97 181 122 153 188 217 67 39 32 211 117 43 105 479 70 319
internal_value=0 1.69561e-05 5.43941e-05 8.71912e-05 0.000130361 5.76952e-05 2.0136e-05 -8.41092e-05 -5.00921e-06 -0.000217171 -0.000708334 0.000312705 0.000146709 -5.4989e-05 0.000872743 5.81344e-05 -0.000270305 0.000360628 0.000312181 0.000146609 -0.0001258 8.41328e-05
internal_weight=0 0.0328334 0.0314442 0.0304441 0.0289069 0.0263297 0.0251507 0.0185434 0.016629 0.00996417 0.003579 0.00660721 0.00523114 0.00406926 0.0025772 0.00638517 0.0030613 0.00332387 0.00666482 0.00493657 0.0033096 0.00203532
internal_count=3910 3318 2986 2895 2827 2745 2635 2215 2034 1153 341 420 323 256 82 812 558 254 881 776 549 441
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=16
num_cat=0
split_feature=52 376 52 51 42 50 160 151 457 3 2 49 12 4 4
split_gain=7.13446e-05 0.000123288 9.82711e-05 0.000116751 0.000233297 0.000153332 0.000170259 0.000207303 0.000138429 0.00015133 0.000161966 0.000161429 0.000680543 0.00010995 0.000109266
threshold=-0.27466499999999994 0.08801500000000001 -0.14859499999999998 -0.07742499999999998 -1.0000000180025095e-35 0.09660500000000001 -0.026849999999999995 -0.084129999999999996 0.084715000000000013 0.090325000000000003 0.10869000000000002 -0.029304999999999998 0.092365000000000017 0.05309500000000001 -0.10018999999999999
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 -6 -8 9 11 -11 -9 13 14 -13
right_child=1 -3 3 4 5 -7 7 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0011581512297820595 0.0016284680249236648 0.0019445679343014109 -0.0015068224201625982 -0.0025714059183880389 0.0021452296317014778 -0.0018755382691679424 -0.0016844651108149046 0.0023862351574223378 0.0020576127690781127 0.00047792287596964744 -0.0026043886453836949 0.0018760106841857558 -0.0038237242146585632 0.0029498924797969283 -0.00063937493132460756
leaf_weight=0.0016178357171134352 0.0010716387410972762 0.0010729965948219648 0.0017883602659208497 0.0010305939691454902 0.001560764624448042 0.0010316396964904226 0.0016790964749617164 0.0013347264430876296 0.0014916981572561374 0.0010752341987996239 0.0011115170160733712 0.0011920956887332976 0.0010529168369663999 0.0010236976427881461 0.0010337220256653526
leaf_count=425 154 82 372 871 454 321 149 92 85 49 88 53 217 118 380
internal_value=0 8.16311e-05 -3.27389e-05 -0.000141248 2.58188e-05 0.000222821 0.000395235 0.000146813 0.000476893 0.000175515 -0.0010888 0.000665966 0.000132293 0.00141413 0.000707807
internal_weight=0 0.0185507 0.0174777 0.0164061 0.0146177 0.0135871 0.0125555 0.0109947 0.00931561 0.00782391 0.00218675 0.00563716 0.00430243 0.00324952 0.00222582
internal_count=3910 3485 3403 3249 2877 2006 1685 1231 1082 997 137 860 768 551 433
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 453 0 31 2 148 40 42 43 3 13 48 3 4 42 12 4 0 3 48
split_gain=0.000454958 0.000406844 0.000369538 0.00045718 0.000612914 0.000296822 0.000331306 0.000351745 0.000243738 0.000523618 0.000335651 0.000493341 0.00039323 0.000323653 0.000316772 0.000314425 0.000306837 0.000340168 0.000282854 0.000272229 0.000222408 0.000147515
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.12238000000000002 -0.080629999999999993 1.0000000180025095e-35 -0.10770999999999999 -0.074254999999999988 -0.075954999999999981 -0.11267999999999999 0.082070000000000018 -0.13927999999999999 -0.0065549999999999992 0.091955000000000023 0.090385000000000007 0.25367000000000006 0.048950000000000007 0.12991000000000003 0.08740500000000001
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 21 -6 7 -7 9 -9 11 16 13 19 -14 -16 17 -11 -17 -12 -8 -4
right_child=1 2 3 -5 5 6 20 8 -10 10 12 -13 14 -15 15 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.00086354620396208201 -0.00076000994152787245 -0.00069962347024665836 0.0012679890382809496 -0.00088836466150370727 0.0008083377049463783 -0.00086813230991311565 0.00085940717634666911 -0.0010844196847050493 0.00065163128898041074 -0.00021465727783054889 0.000856859368080167 0.00097199389606841032 0.00016205934774620394 -0.00049906160232872951 -9.4908041816656955e-05 -0.0014094910610802551 -0.00050773376932972299 0.00075854798654379114 -0.00045813920290915707 -7.4540997908086284e-05 8.2639183336330823e-05 0.00052828163356985936
leaf_weight=0.0013409281401266576 0.001405313604371016 0.0013530872231994886 0.0010376784411292262 0.0010046944990931275 0.001120634865803021 0.0010882435700114703 0.0016014140626407344 0.001005582091680903 0.0011903284197674049 0.0014953228169591326 0.001705481614192087 0.0017015020462607328 0.0017392567122733642 0.0010113986207728742 0.0017749781454444629 0.0012775885963442488 0.0015325780976520598 0.0016889320000469388 0.0015009078940382281 0.0011672500754801307 0.0016554714652886049 0.0013966487276135808
leaf_count=592 68 332 52 91 110 81 234 127 51 396 85 146 146 47 626 244 96 169 43 18 126 30
internal_value=0 2.08906e-05 5.86685e-05 9.5715e-05 0.000132757 6.142e-05 2.52421e-05 -4.67353e-05 8.34042e-07 -4.31789e-05 1.99148e-05 0.000286034 -0.000147921 0.000223885 -0.000377415 -0.000583474 3.85878e-05 0.000301532 -0.000895583 0.000478412 0.000464577 0.000843596
internal_weight=0 0.0304543 0.029049 0.0276959 0.0266912 0.0242569 0.0231362 0.0198794 0.0187911 0.0176008 0.0165952 0.00641833 0.0101769 0.00388413 0.00629273 0.00455347 0.00471683 0.00318425 0.0027785 0.00287273 0.00325689 0.00243433
internal_count=3910 3318 3250 2918 2827 2745 2635 2275 2194 2143 2016 807 1209 150 1059 913 661 565 287 103 360 82
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=16
num_cat=0
split_feature=2 50 158 47 42 52 49 52 151 4 16 1 3 15 12
split_gain=7.42764e-05 0.000132184 0.000136805 0.000150268 0.000139217 0.0001655 0.000140812 0.000171107 0.000135794 0.000154382 0.000276224 0.000208632 0.000113258 0.000100253 2.82325e-05
threshold=0.14073000000000005 0.086465000000000014 0.084965000000000027 0.13206500000000002 0.098285000000000011 -0.24456499999999998 -0.085174999999999987 -0.081429999999999989 -0.083274999999999988 0.17888000000000001 -0.094359999999999986 0.094695000000000015 0.076695000000000013 -0.19153499999999998 0.080120000000000011
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 -10 12 14 -11 -12
right_child=-2 -3 -4 -5 -6 6 7 8 9 13 11 -13 -14 -15 -16
leaf_value=-0.0021963644922793715 0.0014531970769634595 -0.0020274328955199343 -0.0020566240569292542 -0.002097175722445018 0.0022134434879722558 -0.0012052628725970358 0.0022039625083568495 -0.0015797132587297947 -0.0023783539462697767 0.0006053617293635162 -0.0016165655631247341 0.0030792098707977346 0.0015065477766874145 0.0029063122247145546 -0.00019114280102268614
leaf_weight=0.0010226660589925203 0.0011665593058328766 0.001213538241566752 0.0010733505752584032 0.0010035676427606601 0.0012636389144246784 0.0018953006721702517 0.001910958402784488 0.0012888576037800746 0.0013904729469776033 0.0014623844949072373 0.0010017326503661923 0.0010179609932006173 0.001085525888854022 0.0012838152546181814 0.0010049265193595724
leaf_count=332 228 668 366 46 283 163 266 179 189 105 63 90 34 105 793
internal_value=0 -0.000109018 2.24733e-05 0.00015665 0.000301379 0.000133177 0.000311738 0.000562918 0.000234051 0.000517516 -6.33703e-05 0.000719795 -5.69353e-05 0.00168103 -0.00090272
internal_weight=0 0.0189187 0.0177052 0.0166318 0.0156282 0.0143646 0.0133419 0.0114466 0.00953568 0.00824682 0.00550062 0.00411015 0.00309219 0.0027462 0.00200666
internal_count=3910 3682 3014 2648 2602 2319 1987 1824 1558 1379 1169 980 890 210 856
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=28
num_cat=0
split_feature=1213 1374 52 52 133 376 42 160 2 1 47 147 48 4 16 48 49 12 16 475 43 1 2 1 2 42 151
split_gain=0.000519355 0.000463663 0.000441059 0.000450352 0.000472472 0.000426906 0.00040903 0.000399404 0.000375814 0.000375391 0.00047995 0.000591261 0.000455279 0.000405584 0.000336861 0.000320995 0.000304854 0.000348565 0.000560856 0.000254897 0.000419225 0.000380992 0.000198249 0.000325485 0.000513612 0.000228793 5.95075e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 -0.048794999999999991 0.10681500000000001 0.088415000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11462500000000002 0.13662500000000002 0.09252500000000001 0.10250000000000002 0.091005000000000016 0.26450500000000005 -0.008734999999999998 0.090225000000000014 1.0000000180025095e-35 0.092150000000000024 -0.013024999999999998 -0.050754999999999995 -0.089604999999999976 0.10264000000000002 0.10113500000000002 0.094385000000000011 0.083585000000000007 1.0000000180025095e-35 -0.013159999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 16 5 6 -5 8 14 10 11 12 13 22 -8 -12 17 18 26 -20 -21 -22 23 24 -9 -26 -4
right_child=1 2 3 4 -6 -7 7 9 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28
leaf_value=-0.00090349826829680944 -0.00080524046130658119 -0.00091981660588540278 0.0011773745345561 -0.00077462828212695306 -0.00097894692758995132 0.0009133398086285827 -0.0012259334675902807 -0.00061679064117321704 0.00035320153816752913 0.00098462072483106091 -0.0010703650247739309 -0.00086322042744208698 -0.00047179422302514549 0.0012837635488586979 -0.00015369512918416968 -2.7443687585218923e-05 -0.0004195240511007295 0.00099609253653680768 0.00063548489209109974 0.00047800063321776242 -0.0012354923431819021 1.5822224474561354e-05 -9.40333998681819e-05 0.0011288114234977685 0.00099600306686158926 0.0001297560730172225 0.00066930260357765106
leaf_weight=0.0014323233637375385 0.0014710269774367282 0.0010066244562252072 0.0010121630694986394 0.0015347815106849369 0.0011192925264078548 0.0010994930368061892 0.0013594451203012559 0.0010613125339571372 0.0010090970188967319 0.0010692273312930137 0.0011877050283004573 0.0010175125211979727 0.0013407617246485879 0.0011422272976986947 0.0012346649501249187 0.0014440793519599204 0.0010097502357692143 0.0019441098362298348 0.0010022788202328501 0.0012189219433593754 0.0010800613156062818 0.0010692950584547667 0.0018135491171280549 0.0012723646610761641 0.0014816438123066433 0.0012341411803746816 0.0010241805732371665
leaf_count=592 68 345 47 446 407 31 373 81 81 76 43 23 44 108 178 65 178 119 107 57 95 79 42 39 25 90 71
internal_value=0 1.03937e-05 4.81373e-05 7.9791e-05 -3.90284e-05 1.27913e-05 -3.87721e-05 2.51511e-05 -0.000416278 0.000138241 6.8603e-05 0.000212517 0.000329634 0.000463862 -0.000715602 -0.000498106 0.000351699 0.00044495 0.000277712 -2.24023e-05 -0.000218166 -0.000612969 0.000327404 0.000478766 0.00025979 0.000602352 0.000921839
internal_weight=0 0.0332597 0.0317887 0.0307821 0.0214213 0.020302 0.0192025 0.0176677 0.00360321 0.0140645 0.0129953 0.0103635 0.009346 0.00800524 0.00259411 0.00263178 0.00936076 0.00835101 0.0064069 0.00437056 0.00336828 0.00214936 0.00686301 0.00504946 0.0037771 0.00271578 0.00203634
internal_count=3910 3318 3250 2905 2152 1745 1714 1268 632 636 560 452 429 385 551 108 753 575 456 338 231 174 277 235 196 115 118
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=24
num_cat=0
split_feature=1213 51 39 133 47 1456 1374 34 376 47 0 0 52 13 2 49 0 132 12 2 4 4 4
split_gain=0.000453679 0.000416401 0.000455739 0.000458164 0.000516677 0.000361436 0.000300482 0.000260259 0.000379591 0.00026822 0.000334485 0.000272949 0.000299089 0.000390453 0.000383501 0.000355926 0.000434533 0.000422391 0.000335543 0.000304646 0.000300853 0.000245959 0.000222514
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.13419 0.10681500000000001 0.11939500000000002 -1.0000000180025095e-35 -0.094679999999999986 -0.090429999999999996 0.048375000000000008 0.10783500000000001 -0.23029999999999998 -0.15713499999999997 0.11588000000000002 -0.10241499999999999 0.097940000000000013 -0.029304999999999998 -0.032484999999999993 0.081240000000000021 0.084575000000000025 0.093240000000000003 -0.017449999999999997 0.15045000000000003 0.070230000000000015
decision_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 -3 -7 -8 9 10 22 -12 13 14 -13 16 -15 18 19 20 -17 -20 -9
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 11 12 -14 15 -16 17 -18 -19 21 -21 -22 -23 -24
leaf_value=-0.00084970379977012973 -0.00082272881047233053 -0.00067750127367522143 0.0010112893942164957 -0.00091055142661494834 -0.00073864336906066244 -0.00056510915970566975 -0.00054534242845372517 0.0009808692837484775 0.00084844320242309906 0.00084033670254507855 -0.00048004599107016063 5.8883609690298029e-05 -0.00043939990489368216 5.9723560456451428e-05 0.0010930526124253064 0.0008949614037026451 0.0012807741271703105 0.00072947406433939788 -0.0010383031602888559 -0.00042271292148297809 -0.00019931176825094005 -0.00011658987500139928 0.000110028825633888
leaf_weight=0.0013657021185149157 0.0012311535984098612 0.0012276823655480431 0.0010703094997523968 0.0011142965848546229 0.0016815235512446227 0.0012429452605324789 0.0010355333194614338 0.0015277779573956594 0.0019235809960933747 0.0012067692757438677 0.0019412482888103875 0.0014087673340723523 0.0019201148759614697 0.0017522248640337579 0.0018081966305815711 0.0011937959769775519 0.0010172122717122542 0.0011324047810020721 0.0015731179970318379 0.0019056959895806941 0.0010365957661746805 0.0010770556303540957 0.0011251002690038092
leaf_count=592 133 269 51 443 94 59 65 33 140 68 98 82 306 141 105 63 42 97 681 129 129 43 47
internal_value=0 2.47895e-05 5.85334e-05 2.4373e-05 6.06249e-05 0.0001103 0.000147746 0.000183785 0.000215847 0.000159579 0.000119347 4.58525e-05 0.000110364 0.000186279 0.000640171 4.9664e-05 0.000508215 -0.000110707 -0.000250906 1.35958e-05 0.000386388 -0.00066371 0.000611541
internal_weight=0 0.0321531 0.0309219 0.0298516 0.0287373 0.0270558 0.0258281 0.0245852 0.0235497 0.0216261 0.0204193 0.0177664 0.0158252 0.0139051 0.00321696 0.0106881 0.00276944 0.00791867 0.00678626 0.00413609 0.00223039 0.00265017 0.00265288
internal_count=3910 3318 3185 3134 2691 2597 2328 2269 2204 2064 1996 1916 1818 1512 187 1325 183 1142 1045 321 192 724 80
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=28
num_cat=0
split_feature=1213 1456 453 1374 0 31 48 133 0 132 0 2 0 52 47 13 13 15 3 13 12 12 3 12 2 15 16
split_gain=0.000589275 0.000450247 0.000490666 0.000411665 0.000521602 0.000391164 0.000354268 0.000343445 0.000447112 0.000539396 0.000412344 0.000424205 0.000419312 0.000572952 0.000499765 0.000338858 0.00035515 0.000932268 0.000268406 0.000232899 0.00040418 0.000229778 0.000185667 0.000180304 0.000179948 0.000129602 4.22947e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.086665000000000006 0.10681500000000001 -0.074904999999999985 0.080815000000000012 -0.10575999999999998 0.08400500000000001 -0.15007499999999999 -1.0000000180025095e-35 0.089345000000000022 -0.089899999999999994 0.11202500000000001 -0.03231499999999999 0.090325000000000003 0.16421000000000002 -1.0000000180025095e-35 0.085250000000000006 0.10666500000000002 -1.0000000180025095e-35 0.10393500000000001 -0.066534999999999997 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 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 -5 8 10 15 12 -12 13 -7 24 22 17 25 -15 -18 -21 -13 -10 -19 26 -17 -14
right_child=1 2 -4 4 5 7 -8 -9 9 -11 11 21 14 18 -16 16 19 23 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00091005539691265129 -0.00080142703394460088 -0.00066767723871107509 -0.00090450300508587733 0.0014558468053578022 0.0008249197633283244 -0.0010991918162263008 0.00032962820593669369 -0.00074402270873394219 0.00022764957336680086 0.0011330274630936433 -0.0010567894742857509 0.00028641292876379476 0.00088170891786413044 0.00062538784261214394 -0.0003615804071446057 0.00014593455547732249 0.0007587415296481906 -0.00031750492795419572 -0.00040359387576236269 0.00072114437910329623 -0.00050020410493040862 -0.0006326835592523264 0.0010616489309117829 -0.0011006254540091565 0.0002247789579764612 0.00088332211398241647 0.0010177422312737062
leaf_weight=0.0015650632090714869 0.0014063524464638924 0.0015056977192120504 0.0011321128352399503 0.0010050501771368082 0.0014345752300872197 0.0013272192198945376 0.001596658282373653 0.001213495725707058 0.0011489406430271751 0.001394453008448788 0.0018050537756527643 0.0014010999015135958 0.0010059110321621323 0.0011689304680027601 0.0014917536685663535 0.0011041107939308153 0.0017330331517761977 0.001028756148336642 0.0010742571849751137 0.0010810700634777959 0.0013399922000774112 0.0010514519782521548 0.0012105244700061912 0.0017598613144311839 0.0012075863470226711 0.0010058635553615875 0.0010129924417943085
leaf_count=592 332 68 91 50 110 52 32 427 36 81 359 229 65 68 39 160 27 15 44 20 54 471 42 238 114 48 46
internal_value=0 2.21562e-05 5.70007e-05 9.09025e-05 0.000128226 6.90886e-05 0.000764691 2.8274e-05 6.52394e-05 0.000260566 -0.000134141 -0.00051003 5.89408e-05 -0.000325284 0.000349693 0.00015396 2.32316e-05 -0.000247817 0.000132611 0.000342857 4.51612e-05 -0.00010762 0.000655533 -0.000811722 0.000678547 0.000497461 0.000949964
internal_weight=0 0.0346468 0.0332405 0.0321083 0.0306026 0.0280009 0.00260171 0.0265664 0.0253529 0.0128066 0.0125463 0.00425761 0.00828865 0.00357041 0.00471824 0.0114122 0.00905269 0.00489859 0.00224319 0.0041541 0.00242106 0.00245255 0.00235947 0.00278862 0.00322649 0.00210997 0.0020189
internal_count=3910 3318 2986 2895 2827 2745 82 2635 2208 721 1487 1059 428 164 264 640 562 461 112 101 74 700 78 253 225 208 111
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=17
num_cat=0
split_feature=1374 150 484 41 15 123 2 12 12 12 52 13 1 52 13 2
split_gain=8.98875e-05 0.00016101 0.000231643 0.000172756 0.000171684 0.00015805 0.000206143 0.000206853 0.000145239 0.000142545 0.000127758 0.000192268 8.73241e-05 6.54122e-05 0.000177008 8.88151e-05
threshold=-0.088294999999999985 0.08486500000000001 -0.0043499999999999988 0.078150000000000011 -0.03231499999999999 0.084845000000000018 0.088055000000000008 0.080120000000000011 0.10333000000000002 0.087615000000000012 -0.0093349999999999978 -0.00059999999999999995 0.095155000000000017 0.11588000000000002 -0.094679999999999986 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 7 12 -9 -3 11 -8 -4 14 -12 -16
right_child=1 4 3 -5 -6 -7 10 8 -10 -11 13 -13 -14 -15 15 -17
leaf_value=-0.0016322540250412905 -0.0026701647167485416 0.0031361492259088242 0.0014455362079525658 -0.0021584951783044466 -0.0006651436667679748 -0.0016993886170823987 0.0024274551327953787 -0.00074737444523740823 0.0018441473731494427 0.00040663717005714247 0.0011459864451059758 -0.00083019957337740979 0.0035841241220885651 -0.0017634762020172657 -0.0024786895253435053 -0.0002670094037374653
leaf_weight=0.0010104149999281544 0.0010666446104959744 0.0013826507934970589 0.0013011885211350327 0.0010541331825624787 0.0011110972735622884 0.0012627866522576846 0.0011639203111564883 0.0018253034705847174 0.0010495477663649867 0.00102783261099193 0.0014787093806769838 0.001072881218181442 0.0010739253687670064 0.0013704167028415482 0.0010755966266411798 0.0011660074174622004
leaf_count=71 583 175 97 157 139 167 237 983 100 75 63 247 84 284 328 120
internal_value=0 6.58104e-05 -0.000171226 7.73198e-06 0.00114015 0.000172721 0.000360681 0.00120026 0.000198736 0.00197228 -0.000240854 0.000864922 0.00241251 -0.000726717 -0.000344816 -0.00132825
internal_weight=0 0.0194826 0.0159611 0.0148944 0.00352158 0.0138403 0.0125775 0.00524997 0.00287485 0.00241048 0.00732753 0.0022368 0.00237511 0.00509073 0.00372031 0.0022416
internal_count=3910 3839 3450 2867 389 2710 2543 1264 1083 250 1279 484 181 795 511 448
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=15
num_cat=0
split_feature=2 3 457 0 16 0 124 484 15 13 43 43 3 3
split_gain=8.29584e-05 0.00014624 0.000125718 0.000145533 0.0001302 0.00016355 0.000116173 0.000104633 0.000106563 0.000131939 0.000208895 0.000127204 0.000252975 2.72353e-05
threshold=0.12238000000000002 0.12566000000000002 -0.0034949999999999994 -0.23029999999999998 -0.50763499999999995 -0.15007499999999999 -0.073304999999999995 0.084225000000000008 -0.03231499999999999 -0.083924999999999986 -0.18906999999999999 -0.079109999999999986 -0.074234999999999982 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 8 11 13 -11 -8 -13 -10
right_child=1 -3 3 4 5 6 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.0021305389147125557 0.0026869047090656403 -0.0002834617328201006 0.001530682147524139 0.0012647269716948089 -0.0026186090530791557 0.0013858133142015214 -0.0014674738269213146 0.0011947827005737363 0.00066338545306225715 -0.00030027313776693869 -0.0034783670674334781 0.0030094929269017094 -0.00098400418925396549 -0.00075182637271508268
leaf_weight=0.0011441450240820125 0.0011102327277364493 0.001417434029980652 0.0019767222452721179 0.001879254095948797 0.0011981599686735058 0.001444873707841716 0.001276534269640299 0.0012403828061466208 0.0010007304718895466 0.0014036271485186056 0.0017397828947127323 0.0011438350842161576 0.0012436638003203984 0.0010433074022171427
leaf_count=294 270 147 103 141 119 182 335 304 310 105 1100 226 232 42
internal_value=0 0.00102122 -0.000165585 -3.00768e-05 -0.000241186 -0.00046341 -0.000239579 -0.00047229 -0.000705902 -0.00127107 -0.00205925 9.42438e-05 0.000929254 -5.89598e-05
internal_weight=0 0.00252767 0.017735 0.0165909 0.0146142 0.0127349 0.0115367 0.0100919 0.00885148 0.00518745 0.00314341 0.00366403 0.0023875 0.00204404
internal_count=3910 417 3493 3199 3096 2955 2836 2654 2350 1557 1205 793 458 352
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=28
num_cat=0
split_feature=51 1 123 133 47 50 38 1374 14 1 15 457 484 156 42 160 457 34 12 48 48 3 15 4 43 1 0
split_gain=0.00052885 0.00057649 0.000547855 0.000683476 0.000665607 0.000426758 0.000395222 0.000413715 0.000419033 0.000552844 0.000481789 0.000410148 0.00045137 0.000379575 0.000412543 0.000565395 0.000431249 0.000408249 0.000348673 0.000323182 0.000319803 0.000318238 0.000346604 0.00028041 0.000222743 0.000211985 0.00022358
threshold=-0.40274499999999996 0.14000500000000002 0.091310000000000016 0.10681500000000001 0.11896000000000002 0.10625000000000001 1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 0.11198000000000001 0.10043500000000001 0.088055000000000008 -1.0000000180025095e-35 0.091280000000000014 -1.0000000180025095e-35 -0.092169999999999988 -0.0015249999999999997 -0.0011599999999999998 0.078515000000000015 0.10813000000000002 0.087710000000000024 0.10666500000000002 -0.041049999999999996 0.25367000000000006 -0.082884999999999986 0.076710000000000014 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 11 12 -9 14 -14 -16 -17 -18 25 23 21 22 -20 -11 -24 -19 -27
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 19 -12 -13 13 -15 15 16 17 18 20 -21 -22 -23 24 -25 -26 26 -28
leaf_value=-0.00094344413071903183 -0.00070143552323551702 0.00079977352909965378 0.00088057567698440688 -0.0010695846362535979 -0.0011910338095038806 -0.00089126943402351687 -0.00079515330001271394 -0.00088244098430400263 -0.00070492510837984212 0.00051743772849355773 -0.00085616042518691033 0.00093036161656160721 -0.00052190432107408757 -0.00074999903799942349 -0.0007663651075863325 -0.00043335382114879478 -0.00046531995440646028 0.00041080069692683396 0.00090558808358235331 -2.3929749214840672e-06 -0.00030626931426961962 0.0011589476002863194 0.00039249689873548679 0.0014861715573520494 -0.00044561435799804011 0.0014674502851407441 0.00061846761650563673
leaf_weight=0.0013220409819315595 0.0013875547262642831 0.0019473213472418682 0.0013913616767412531 0.0014478277797946157 0.0010430283230213879 0.0010995007710619389 0.0011647749139256361 0.0010215952346889203 0.001257390204591923 0.0013788676537376246 0.0011452602773329703 0.0013356421872927618 0.0016214728664410418 0.001009364947701207 0.0010802311855705468 0.0013893917741576453 0.0010071163217627585 0.0015452128247943619 0.0013492069193463581 0.0010236497473119499 0.0014501134085378453 0.0011877542856382206 0.0014544236017073305 0.0012653689398738899 0.0013504448681862643 0.001570311333092711 0.0012150112860638274
leaf_count=145 57 157 108 492 82 298 66 269 89 105 222 90 541 175 134 95 71 26 81 32 51 8 42 119 260 41 54
internal_value=0 1.39507e-05 -3.21524e-05 -7.20868e-05 -2.4506e-05 1.70066e-05 5.2407e-05 8.89092e-05 0.00013165 0.00017476 8.06773e-05 0.000135454 7.7283e-05 0.000134186 0.000189207 0.000268187 0.000350852 0.00044068 0.000522716 0.000706561 0.000312624 0.000480631 0.000286683 0.000981014 -1.1024e-05 0.000852221 0.00109711
internal_weight=0 0.0351392 0.0331919 0.0318005 0.0303527 0.0293097 0.0282102 0.0270454 0.0256578 0.0244004 0.0207326 0.0195873 0.0182517 0.0172301 0.0162207 0.0145992 0.013519 0.0121296 0.0111225 0.00366789 0.00679194 0.00534183 0.00415408 0.00264424 0.00280487 0.00433054 0.00278532
internal_count=3910 3765 3608 3500 3008 2926 2628 2562 2505 2416 2160 1938 1848 1579 1404 863 729 634 563 256 442 391 383 224 302 121 95
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=18
num_cat=0
split_feature=1374 150 484 160 41 3 13 15 43 2 43 3 0 47 4 151 0
split_gain=8.37408e-05 0.000127012 0.000198993 0.000157685 0.000147896 0.000167613 0.000311422 0.00016944 0.000414222 0.000263412 0.000236864 0.000171076 0.000127879 0.000167712 0.000105372 8.2757e-05 4.90835e-05
threshold=-0.088294999999999985 0.08486500000000001 -0.0043499999999999988 0.069910000000000014 0.078150000000000011 -0.10315499999999998 0.068400000000000002 -0.017214999999999998 -0.079804999999999987 0.105395 -0.06705499999999999 0.086245000000000016 -0.10462499999999998 0.078345000000000012 -0.084009999999999987 -0.056409999999999995 0.12346000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 5 6 -4 8 -7 11 -10 14 13 -12 -9 -3 -8
right_child=1 3 4 -5 -6 7 16 9 10 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0017370225102624484 -0.0027490535296312547 0.0012464020157352657 0.0041137871514549691 0.0027053560963076861 -0.002203456909852962 -0.0037640008312577588 0.00097828505091583965 0.0020474316142631362 0.0025567630383927058 -0.0016924585018217486 0.00018128829315783066 0.0034335386635727426 0.00099048866740019162 -0.0031179575549374829 -0.00061688324172439986 -0.0012042184384979287 -0.00093159682569492414
leaf_weight=0.0010107074825285159 0.0010423088366878627 0.0010629293691893638 0.0010735191631105452 0.0014183248455079678 0.0010426518569437446 0.0014113136841455223 0.0010173429950881552 0.0010064493772892471 0.0010716858848460881 0.0012751869354573619 0.0010975356991984458 0.0012024058520592185 0.0010847105964552862 0.001224368204563786 0.0012501810303101654 0.0010089247385260394 0.0010045172376633715
leaf_count=71 583 185 77 85 157 378 149 306 164 154 110 72 301 82 840 119 77
internal_value=0 7.27282e-05 -0.000160951 0.00113087 2.179e-05 0.000190907 0.00144592 -0.000174756 -0.000868699 0.000688545 4.37404e-05 0.00156631 -0.000746831 -0.00155844 0.000571392 5.30305e-05 2.94018e-05
internal_weight=0 0.0192944 0.0158042 0.00349018 0.0147619 0.0137192 0.00309538 0.0106238 0.00588961 0.00473422 0.0044783 0.00345904 0.00340661 0.0023219 0.00225663 0.00207185 0.00202186
internal_count=3910 3839 3450 389 2867 2710 303 2407 1035 1372 657 1218 493 192 1146 304 226
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=15
num_cat=0
split_feature=1 0 2 2 16 52 39 47 4 4 48 0 150 48
split_gain=8.45718e-05 0.000169124 0.000334528 0.000414365 0.000160241 0.000121809 0.00010996 0.000195942 0.000248957 0.000213256 0.000205076 0.000195365 0.000186183 0.000114856
threshold=0.076710000000000014 0.18055000000000002 0.10393500000000001 0.097360000000000016 -0.013024999999999998 -0.37613999999999997 0.085060000000000011 0.09252500000000001 0.0057500000000000008 0.41315500000000005 0.085875000000000021 -0.087899999999999992 0.11680000000000001 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 8 10 12 11 -7 -10 -9
right_child=5 -3 -4 -5 -6 6 -8 13 9 -11 -12 -13 -14 -15
leaf_value=7.2248798129400315e-05 -0.0016769659184015494 0.0013423806357074357 -0.0039686085523620443 0.0026188132835400957 -0.0027828892242204996 0.0016227770438601383 0.0018732099735089462 -0.0027076062748868806 0.003584697927751037 -5.067329135024085e-05 -0.002367791644031364 -0.0015979863092306548 0.00045554943512409845 7.0547947806883514e-06
leaf_weight=0.0012193791314509947 0.0010561968331742619 0.0012703230147366185 0.0010802801175037874 0.0012007417610637172 0.0015482347242967223 0.0017705946051294079 0.0015535657070943629 0.0011142360895741174 0.0019008031988662633 0.0018705304904103881 0.0013391813722707924 0.0010359279385012384 0.0010106837265642099 0.0010510015680302853
leaf_count=993 202 28 339 160 488 163 328 122 122 177 118 523 47 100
internal_value=0 -0.000578877 -0.0010623 -0.000271132 -0.00152495 0.000244905 0.000405413 0.000199849 0.000585414 0.00150134 -0.000471095 0.000433947 0.00249846 -0.00138992
internal_weight=0 0.00631896 0.00504864 0.00396836 0.00276761 0.0137027 0.0126465 0.011093 0.00892772 0.00478202 0.0041457 0.00280652 0.00291149 0.00216524
internal_count=3910 2008 1980 1641 1481 1902 1700 1372 1150 346 804 686 169 222
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=28
num_cat=0
split_feature=1213 1429 4 1374 1374 0 133 483 38 3 160 148 11 2 43 376 3 42 43 4 49 2 2 13 16 3 4
split_gain=0.000532616 0.000560283 0.000408558 0.000452768 0.000397086 0.000471232 0.000333649 0.000356437 0.000351308 0.000505203 0.000309768 0.000328663 0.000338221 0.000357761 0.000340366 0.000655483 0.000533642 0.000285426 0.000412014 0.000339399 0.000249294 0.000237681 0.000219369 0.000261347 0.000215755 7.4681e-05 3.00069e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.086000000000000007 -0.094679999999999986 -0.23029999999999998 0.10681500000000001 0.088030000000000011 1.0000000180025095e-35 0.16699000000000003 -0.217635 0.089690000000000006 0.088160000000000002 0.11362000000000001 -0.073139999999999983 0.084595000000000017 -0.075954999999999981 0.08221500000000001 0.0047600000000000012 -0.081189999999999984 1.0000000180025095e-35 0.083185000000000023 0.096750000000000017 -0.083514999999999992 -0.035699999999999989 -0.015064999999999997 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 20 7 8 9 10 -7 12 13 14 15 16 22 18 19 -16 -6 -21 23 -12 -20 -18 -25
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 17 -17 25 -19 24 21 -22 -23 -24 26 -26 -27 -28
leaf_value=-0.00087029129912239572 -0.0010186601689642532 -0.00066318484369450156 0.00097121499605663602 -0.00093539838628465741 0.001011155464620232 -0.00065823969359192535 -0.00073149972664116297 -0.0007036146466736533 -0.00058617060375256499 0.0009291309860123292 0.00061720957918115005 -0.00060943690067103427 -0.0005717807495216891 0.00085527447452064299 -0.00090938305993381045 -0.0006373320698289999 0.00086755410275927763 -0.00077281981237547624 8.332814810751273e-05 -0.00044684838476936558 0.00014573240971790327 0.00042404322927678563 0.00070466968095973792 -0.00047650042130616431 0.0009538740165328781 0.0013807784353797284 -0.00011575277487635655
leaf_weight=0.0015384739345845324 0.0011038754903450456 0.0015936833174547962 0.001046479004059713 0.0010429855650406763 0.0017788999669723317 0.0011461212502468779 0.0011963547110417075 0.001247794126730122 0.0015009204563534153 0.0017259281451340583 0.0010423414153437061 0.0012272738000622665 0.0012233989147381044 0.0018461828879515188 0.0011869873147043611 0.0012162897621962321 0.0014699237011041033 0.0010756612986062286 0.0012402924520908895 0.0012415621993203899 0.0012526203537781555 0.0015634720480048048 0.0015023728499172773 0.0010272146183990527 0.0012749203183297642 0.001090683628457427 0.0010096448271322139
leaf_count=592 181 68 209 99 60 243 441 226 74 94 179 26 83 156 180 35 67 168 151 73 34 98 63 134 35 60 81
internal_value=0 2.3145e-05 5.71996e-05 2.79699e-05 5.96859e-05 9.79759e-05 3.57229e-05 7.12181e-05 0.000110502 0.000155749 9.33289e-05 0.000135891 0.000184007 0.000235989 0.000164269 0.000371089 0.000542819 -6.37045e-05 5.3514e-05 -0.000243294 0.000653564 3.85698e-05 0.00023915 1.2018e-05 0.000524594 0.00108616 -0.000297682
internal_weight=0 0.0348739 0.03377 0.0327235 0.0316805 0.0300869 0.0270553 0.025859 0.0246112 0.0231103 0.0213843 0.0202382 0.0190109 0.0177875 0.0159414 0.00835847 0.00714218 0.0075829 0.00650723 0.00399202 0.00303152 0.00280503 0.00458157 0.0030792 0.00251521 0.00256061 0.00203686
internal_count=3910 3318 3137 2928 2829 2761 2667 2226 2000 1926 1832 1589 1563 1480 1324 619 584 705 537 351 94 171 457 394 186 127 215
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=27
num_cat=0
split_feature=1213 1456 453 31 2 123 4 48 40 1 15 42 0 2 4 13 51 16 4 16 2 51 16 12 13 15
split_gain=0.000545901 0.000455177 0.000434302 0.000423856 0.000386333 0.000539657 0.000363764 0.000344085 0.000323029 0.000482894 0.000543627 0.000352792 0.000624715 0.00055751 0.00037727 0.00033346 0.000277996 0.000272907 0.000237016 0.000500849 0.000482831 0.000435981 0.000308224 0.000275962 0.000256152 0.000126537
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.091985000000000011 0.088610000000000008 -0.51381999999999983 -0.089609999999999981 -1.0000000180025095e-35 0.13702500000000004 -0.11739999999999999 0.081685000000000021 -0.10575999999999998 0.083795000000000022 -0.0025899999999999994 -0.062819999999999987 -0.07742499999999998 -0.083564999999999987 0.25367000000000006 -0.03800499999999999 0.096970000000000015 0.09364500000000002 0.15100500000000003 0.091405000000000014 -0.0030249999999999995 -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
left_child=-1 -2 3 -3 8 6 -6 -8 -5 10 -10 12 13 -12 -14 17 -9 -13 19 20 -18 24 -21 -24 -22 -20
right_child=1 2 -4 4 5 -7 7 16 9 -11 11 15 14 -15 -16 -17 18 -19 25 22 21 -23 23 -25 -26 -27
leaf_value=-0.0009670490040603123 -0.00083498668063553027 0.0010268501237547566 -0.0009464027710764548 -0.00093655472911523773 -0.00069947216208457918 0.0013270753046017093 -0.00061635463159547172 -0.00044111240855179321 -0.0010100836864615215 0.00080423409412157926 0.0011009748891746861 0.00053456129987280521 -0.00028738297085001386 -0.00034791971072266288 -0.0014925333650274355 0.0010431369321974545 0.00080614306203603348 -0.0005389467177135147 0.0010260566358963081 0.0012236958726707528 -0.00033246676135734795 0.00033614458197527605 -0.00034225010563702159 0.00073266192812089645 -0.0014232556729141684 0.00032953392748302427
leaf_weight=0.0014907864710060328 0.0015118534685137344 0.001232666678401966 0.0010560285799385829 0.0011890583149081211 0.0011928799756018007 0.0010856868527527588 0.0011521965646625878 0.0011853036675283394 0.0017047439993543275 0.0014774585148615857 0.001170321404575958 0.0012783169828429189 0.0014948241126601508 0.0016642395429720125 0.0012211110069834143 0.001240776873933311 0.0011110222522612316 0.0011767520952454986 0.0018604376507914688 0.0015325159812574493 0.0012005008596612269 0.0012872228065457514 0.0010118927378890419 0.001587348127876087 0.0010392065668958202 0.0010589707089136971
leaf_count=592 332 111 91 83 35 129 35 221 133 33 23 146 395 64 86 86 122 454 137 144 100 83 48 82 50 95
internal_value=0 2.76017e-05 6.80875e-05 0.000102474 6.43945e-05 0.000231425 0.000153266 0.000225787 -0.000135601 -5.89725e-05 -0.000175431 -2.1547e-05 -0.000277932 0.000250294 -0.00082923 0.000363498 0.000301154 2.00125e-05 0.000376422 0.000244268 -0.000118554 -0.000409844 0.000651539 0.000314195 -0.000838584 0.000773404
internal_weight=0 0.0337233 0.0322115 0.0311555 0.0299228 0.0163052 0.0152195 0.0140266 0.0136176 0.0124285 0.0109511 0.00924634 0.0055505 0.00283456 0.00271594 0.00369585 0.0128744 0.00245507 0.0116891 0.00876971 0.00463795 0.00352693 0.00413176 0.00259924 0.00223971 0.00291941
internal_count=3910 3318 2986 2895 2784 1281 1152 1117 1503 1420 1387 1254 568 87 481 686 1082 600 861 629 355 233 274 130 150 232
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=15
num_cat=0
split_feature=2 3 484 15 42 42 132 52 52 49 1 4 0 1
split_gain=8.63627e-05 0.000126522 0.000125003 0.00012417 0.000311943 0.000190256 0.000165662 0.000134881 0.000152052 0.000111849 0.000183265 0.000180402 0.000335944 0.000115077
threshold=0.12238000000000002 0.12566000000000002 -0.0043499999999999988 0.035895000000000003 0.060615000000000009 0.093125000000000013 0.080815000000000012 -0.092854999999999979 -0.081429999999999989 -0.006494999999999999 0.11198000000000001 -0.0010999999999999996 0.047345000000000005 0.11113500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -4 -9 13 11 12 -11 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12 -13 -14 -15
leaf_value=-0.0023296677344648775 0.0027229924840617625 -0.00015475136761755845 -0.0015808321949708638 -0.0032804757284151422 0.0010157062180144063 -0.0017346582923473749 0.0028405359403970852 0.0024588587870987312 0.00022593209687638179 0.0040349258382490431 0.0030654623187569611 -0.0013389713583791592 -0.00060197996576413478 -0.0025756268506695016
leaf_weight=0.0010301827426165552 0.0010910961799853172 0.0014422987136884502 0.001416727607803577 0.0014725230142963652 0.0012884187019620574 0.0017903640386276324 0.0011096548115359659 0.0014123019047024279 0.0014240219795451118 0.0010432035344010585 0.0010665146485124843 0.0019538812430669045 0.0016246035302316386 0.0010253765090406652
leaf_count=563 270 147 373 645 608 228 153 122 194 168 83 270 46 40
internal_value=0 0.00108465 -0.000174276 -4.07365e-05 -0.00127562 0.000205138 0.000492721 0.000255158 0.000527527 0.00019234 0.000682894 0.000133085 0.00121121 -0.000946867
internal_weight=0 0.00253339 0.0176578 0.0166276 0.00276094 0.0138666 0.0120763 0.0109666 0.0095499 0.0081376 0.0056882 0.00462169 0.00266781 0.0024494
internal_count=3910 417 3493 2930 1253 1677 1449 1296 923 801 567 484 214 234
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=15
num_cat=0
split_feature=403 43 40 42 151 457 4 43 160 16 13 48 1 15
split_gain=8.95079e-05 8.26866e-05 0.000171096 0.000156675 0.000193168 0.000153019 0.000135491 0.000172524 0.000176948 0.000210858 0.000191638 0.000136318 0.000123215 7.27628e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.08347499999999998 -0.10770999999999999 -0.084019999999999984 0.084485000000000018 0.27020000000000005 -0.18906999999999999 -0.082969999999999988 0.15737500000000001 -0.083354999999999985 0.095825000000000007 0.089075000000000015 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 -9 10 -10 12 -12 -8
right_child=1 -3 3 4 6 -7 13 8 9 -11 11 -13 -14 -15
leaf_value=-0.0015791164514186889 0.0023141530077407375 -0.0014032390277499821 -0.0020305734124730461 7.9414501042495385e-05 0.0018241336572908725 -0.0027746560970705243 0.00064972462660900119 -0.0022501206976021332 0.0020377660930343999 -0.0015652929760848564 0.00041607658567927524 0.0017248471809143324 -0.0015787127080417198 0.0024480434620309417
leaf_weight=0.0010245201399958622 0.0010291892414324494 0.001061644135047223 0.0010277776521050641 0.0011315320892952554 0.0015415487559651284 0.0010945759726816995 0.0014029430517546876 0.0010461412536900147 0.0018790060005397912 0.0017329611892576008 0.0019814965236848118 0.0010385787998226093 0.0017072992916074281 0.0012692838781898615
leaf_count=930 168 244 153 217 67 109 152 419 358 378 328 57 176 154
internal_value=0 7.23976e-05 0.000160004 2.84539e-05 0.000162177 -0.00132393 0.000405443 0.000136811 -0.000140329 0.000124337 0.000567555 -1.68151e-05 -0.000507179 0.00150391
internal_weight=0 0.018944 0.0178823 0.0168531 0.0158254 0.00222611 0.0135993 0.010927 0.00938548 0.00833934 0.00660638 0.00472737 0.0036888 0.00267223
internal_count=3910 2980 2736 2568 2415 326 2089 1783 1716 1297 919 561 504 306
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=16
num_cat=0
split_feature=1 0 133 13 3 48 2 151 4 4 0 12 1 12 12
split_gain=8.45496e-05 0.000167638 0.000146775 0.00011283 9.50453e-05 0.000149871 0.00022194 0.00010906 0.00012593 0.000211992 0.000142847 0.000219219 0.000130784 6.96414e-05 6.83211e-05
threshold=0.076710000000000014 -0.070894999999999986 0.08321000000000002 0.11596500000000001 0.16699000000000003 0.12862000000000004 0.11542500000000001 -0.086249999999999979 0.0057500000000000008 -0.017449999999999997 -0.17106499999999999 0.10333000000000002 0.10801000000000001 0.092150000000000024 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 7 -2 9 14 -10 12 -12 -3 -9
right_child=4 3 -4 -5 -6 -7 -8 8 10 -11 11 -13 -14 -15 -16
leaf_value=-0.0033461499794212504 0.0017172920173359821 -0.001709644097066709 -0.00027086487865345598 0.0013940817365834318 0.0019798058204829978 -0.0019925577738905478 0.00253705698433998 0.00090727616745213521 0.0023036456860916071 -0.0031293779202029356 0.00053255318114271222 0.001618022536239867 -0.0020594284307953992 0.0002552547955938664 -0.0011546373392828987
leaf_weight=0.0011495727460464891 0.0011439566378832504 0.0011467914611021889 0.0010132487155539438 0.0015203786947957099 0.0010177457294317108 0.0010774547171630297 0.0013626427316532084 0.0012117152018473777 0.0010387013142718615 0.0011757320660227815 0.0010778422154654188 0.0016153017305993167 0.0018098024389018169 0.0013782091447571143 0.0010331107938850448
leaf_count=903 135 73 739 52 182 91 208 172 61 183 111 61 142 241 556
internal_value=0 -0.000581549 -0.00190543 0.000126248 0.000248458 0.000108012 0.000305353 4.44618e-06 -0.000214185 -0.00110298 0.000334421 -0.000119823 -0.00109195 -0.000637153 -4.16549e-05
internal_weight=0 0.0062082 0.00216282 0.00404538 0.013564 0.0125463 0.0114688 0.0101062 0.00896221 0.00342056 0.00554165 0.00450295 0.00288764 0.002525 0.00224483
internal_count=3910 2008 1642 366 1902 1720 1629 1421 1286 911 375 314 253 314 728
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=30
num_cat=0
split_feature=403 1429 1374 1374 14 150 1 484 13 403 0 43 15 34 160 42 15 3 160 0 157 151 4 2 376 43 52 2 4
split_gain=0.000594656 0.000527693 0.000515987 0.000452493 0.000443417 0.000468025 0.0004832 0.000375245 0.00050078 0.000391701 0.000383941 0.000618301 0.000529855 0.000421926 0.000476363 0.000388585 0.000487017 0.000368758 0.000315179 0.00020373 0.000251384 0.000351693 0.000481484 0.000320607 0.000202478 0.000382266 0.000161463 0.000156202 4.29592e-05
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.094679999999999986 0.090240000000000015 0.077685000000000018 0.08486500000000001 0.086430000000000021 -0.0043499999999999988 -0.5337599999999999 -0.084084999999999979 -0.017269999999999997 -0.34918499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085220000000000004 0.10138000000000001 0.10043500000000001 -0.057849999999999992 -0.089989999999999987 -0.075584999999999986 -0.077534999999999979 -0.051109999999999996 0.17888000000000001 0.084065000000000015 0.048375000000000008 -0.076484999999999984 -0.092084999999999986 0.10113500000000002 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
left_child=1 -1 -3 4 5 7 -7 -4 -9 -10 11 -11 -12 -13 15 16 18 -8 -15 20 -20 -22 23 -23 25 -14 -21 -27 -19
right_child=-2 2 3 -5 -6 6 17 8 9 10 12 13 24 14 -16 -17 -18 28 19 26 21 22 -24 -25 -26 27 -28 -29 -30
leaf_value=-0.0010230394140070048 -0.0011265426960298294 -0.0007666586206990768 -0.00060578830287076754 -0.00087533481809926863 -0.00061406962560704541 -0.00016900183667517522 0.00020713011113530742 -0.00088819158529723741 -0.00068870274605224507 -0.00096397260299816085 0.0012754194182273576 -0.00075151917042081578 0.00072003881851866072 -0.00014421213819872886 -0.00068026244994937317 -0.00048623054505422358 -0.00057096769377681868 0.00095794440830876491 0.0011125745666786765 0.00059235928257660045 -0.00041337908611301517 0.00049522153251070503 0.0010844940563888832 -0.00052415472965132339 0.00084473975431659644 0.00014365563993115613 0.0013465046856199606 -0.00064132449434444393 0.0013583042072451514
leaf_weight=0.0010239969091936632 0.0010079065574556947 0.0016144903315229433 0.0016437540440693834 0.0010277207465241292 0.0017172838486446676 0.001404801236024821 0.0012668463237566208 0.0010150424007626625 0.0011065574157172456 0.0011143494117269405 0.0014687477535893501 0.0010047054358406924 0.0013159939925024844 0.001490323744389844 0.0011327691903423318 0.001195854557483945 0.0010308498336417679 0.0010042004867183429 0.001027650501146061 0.001305460230953237 0.0010935358291703787 0.0018189820543623655 0.0018417309034528262 0.0010232794964489811 0.0010001695805883504 0.0010068499377147251 0.0011191826639050401 0.00115559057883452 0.0013122214140798283
leaf_count=181 307 68 493 77 118 93 74 33 546 51 86 81 40 206 155 155 145 84 45 74 77 128 57 280 23 37 58 61 77
internal_value=0 7.94518e-06 3.78872e-05 7.64948e-05 0.000106486 0.000146532 0.000555195 6.78623e-05 0.000113492 0.000157218 0.000199486 8.32515e-05 0.00051607 0.000160615 0.000225704 0.00030497 0.000385488 0.000839113 0.00047746 0.000577841 0.000448641 0.000330547 0.000504226 0.000128223 0.000267043 0.000100936 0.000940463 -0.000275831 0.00118474
internal_weight=0 0.0362829 0.0352589 0.0336445 0.0326167 0.0308994 0.00498807 0.0259114 0.0242676 0.0232526 0.022146 0.0161987 0.00594735 0.0150843 0.0140796 0.0129468 0.011751 0.00358327 0.0107201 0.00922982 0.00680518 0.00577753 0.00468399 0.00284226 0.0044786 0.00347843 0.00242464 0.00216244 0.00231642
internal_count=3910 3603 3422 3354 3277 3159 328 2831 2338 2305 1759 1512 247 1461 1380 1225 1070 235 925 719 587 542 465 408 161 138 132 98 161
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=27
num_cat=0
split_feature=403 1456 457 457 1374 38 124 2 150 403 0 41 151 16 160 3 133 42 15 15 4 48 4 12 4 3
split_gain=0.000670696 0.000411597 0.000391272 0.000716449 0.000403592 0.000375427 0.000390748 0.00038391 0.000362364 0.000446045 0.000333457 0.000327582 0.00031054 0.000357232 0.000324323 0.000309058 0.000292933 0.000380258 0.000534119 0.000334344 0.000232761 0.000212694 0.000200257 0.000291791 0.000186249 0.000344687
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.15747999999999998 -0.079274999999999984 -0.094679999999999986 1.0000000180025095e-35 -0.048219999999999992 0.094825000000000007 0.083205000000000015 0.07955000000000001 -0.23029999999999998 0.075585000000000013 -1.0000000180025095e-35 -0.50585499999999983 -0.082234999999999989 -0.13927999999999999 0.084285000000000013 0.060615000000000009 0.079360000000000014 -0.064869999999999983 -0.034289999999999994 0.084670000000000009 -0.060264999999999992 0.081660000000000024 0.25367000000000006 0.076695000000000013
decision_type=2 2 2 2 2 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 -6 9 11 -10 12 -8 -14 -15 -12 17 18 22 -19 -21 -17 23 -16 25 -24
right_child=-2 2 3 4 5 -7 8 -9 10 -11 15 -13 13 14 16 21 -18 19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=-0.00076037623005021098 -0.0011868936964251559 0.00093841093252229927 -0.0011875125502300596 -0.00066406756538185696 0.0001034686955064296 -0.00058784060799009366 -0.00062779919313208873 0.0011659847071682126 0.001128817066192604 0.00093022603460194201 0.00084914266787891894 -0.00065874318477264276 0.00087924775549127815 -0.00057656357068954585 0.00086262329811411203 -0.00045652939329620437 -0.00048936497298380133 -0.00016627996792284804 -0.00095381220130344479 0.00044174184360986463 0.0012770318208321174 0.00041642702553712957 -0.00079860522421923473 -0.00013796892231626013 0.00036618089142228166 0.0002666347138842356
leaf_weight=0.0014002077874797061 0.0010172168439814546 0.0010110477974816226 0.001013501509635 0.0015642141263656475 0.0014236134365520616 0.0016145787009169679 0.0015159403887146086 0.0014641256569417754 0.0011363268942332638 0.0010229031814394931 0.0011328718202712196 0.0017465807047851714 0.0010603369134004224 0.0017966358101002564 0.0015062507831018479 0.0013509589525917401 0.0016610344117575651 0.0010764298703314773 0.0011235731323761544 0.0017322568624694445 0.0011976618682467688 0.0010550790151133693 0.0013794353912004835 0.001049708607602895 0.0013532721536411163 0.0012105353882816416
leaf_count=366 295 48 177 68 135 91 158 122 33 79 46 145 55 330 63 101 500 93 390 227 21 71 105 88 82 21
internal_value=0 1.33661e-05 4.59998e-05 1.79684e-05 5.71595e-05 9.52598e-05 0.000134656 0.00064218 7.62839e-05 -7.43746e-06 0.000442178 -5.6853e-05 2.66379e-06 6.18535e-05 4.40505e-06 0.000221701 8.29435e-05 0.000164689 -2.63013e-05 0.00052808 0.000783183 -7.37266e-05 0.000134045 0.000451689 -7.18472e-05 -0.000300719
internal_weight=0 0.0345991 0.0331989 0.0321878 0.0311743 0.0296101 0.0279955 0.00288774 0.0251078 0.0204326 0.00467524 0.0194097 0.0176631 0.0161471 0.0150868 0.00353891 0.0132902 0.0116291 0.00762278 0.00400635 0.00292992 0.00240604 0.0064992 0.00255596 0.00394324 0.00258997
internal_count=3910 3615 3249 3201 3024 2956 2865 257 2608 2357 251 2278 2133 1975 1920 218 1590 1090 749 341 248 172 359 151 208 126
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=27
num_cat=0
split_feature=403 480 1 14 15 123 133 38 48 16 41 457 159 42 157 159 49 0 15 3 2 16 457 16 0 1
split_gain=0.000662821 0.00035809 0.000451163 0.00101868 0.000630428 0.000366411 0.000474351 0.000473764 0.000457045 0.000362094 0.000556691 0.000477897 0.000404957 0.000379585 0.000311476 0.000344477 0.000250411 0.00044423 0.000350197 0.000434364 0.000512255 0.00032825 0.000263129 0.000204698 0.000425387 0.000150392
threshold=0.09389500000000002 0.086640000000000009 0.13662500000000002 0.077685000000000018 -0.07142999999999998 0.088610000000000008 0.10681500000000001 0.083695000000000006 0.12675000000000003 -0.54165499999999989 0.078150000000000011 -0.0034949999999999994 0.10519500000000001 -0.094739999999999977 -0.082189999999999999 0.073745000000000019 -0.085174999999999987 -0.10783 -0.095799999999999982 0.099570000000000006 0.094010000000000024 0.11346000000000002 0.082870000000000013 -0.14879499999999998 -0.06402999999999999 0.094485000000000013
decision_type=2 2 2 2 2 2 2 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 -1 11 -11 13 -13 -15 16 17 -16 25 20 22 -22 23 -20 -25 -18
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 18 -19 19 -21 21 -23 -24 24 -26 -27
leaf_value=0.00087129751232786843 -0.0010878044485246841 -0.00073381478393347137 0.0013461761174924564 -0.0012316223661910661 4.1465355877450796e-05 0.00074152368420991996 -0.00089553797483151061 -0.000816502427685395 -0.00069921645339130259 -0.00049519683457502242 -0.00079392783620850689 -0.00054118654694124797 -0.00051460236191468709 -0.00034642432908595598 0.00050371429409288952 0.00087158195815516758 -0.00049107389691202378 -0.00066233981266014649 0.00091605950447074241 0.0010504171074618327 -0.00074992799779886985 0.0002337285235859077 0.0011191731767298855 -0.00032471600363820124 0.00068948649964293575 0.00016209835925821511
leaf_weight=0.0011083721583223715 0.0010194189196133371 0.001124355350366541 0.0011055415002390254 0.0011865614357314805 0.0017065059995859935 0.0012908511749275533 0.0010142720786056872 0.0011169825413546155 0.0013003426773856566 0.0020005479133465833 0.0012393957203773445 0.0010522226353655148 0.001363498709288479 0.0012915990482313391 0.0010892563531363919 0.0019482129098882242 0.0010092363163262561 0.0012961556616728478 0.0010460892497143768 0.0018642275282969578 0.0010404697707968591 0.0015013852208030087 0.0012048100908330639 0.001381815652696977 0.0016363848433656337 0.001738824198525446
leaf_count=74 307 234 139 113 54 122 412 59 61 250 84 167 181 182 30 143 104 63 27 59 117 116 44 643 50 75
internal_value=0 1.33377e-05 3.83891e-05 -8.84366e-06 0.000554405 4.02813e-05 8.2321e-06 4.18962e-05 7.86144e-05 0.000119378 8.42193e-05 0.000132667 0.000194046 0.000244633 0.000290446 0.000339535 0.00026954 -0.000129882 0.000346234 0.000466668 0.000327345 -0.000168916 0.000566746 0.000402985 0.000225157 -7.77818e-05
internal_weight=0 0.0346579 0.0335336 0.0307215 0.00281205 0.029535 0.0282441 0.0272298 0.0261128 0.0248125 0.0237041 0.0224647 0.0204642 0.0191007 0.0180485 0.0167569 0.0148087 0.00238541 0.0124232 0.00967518 0.00781095 0.00254185 0.0052691 0.00406429 0.0030182 0.00274806
internal_count=3910 3603 3369 3176 193 3063 2941 2529 2470 2409 2335 2251 2001 1820 1653 1471 1328 93 1235 1056 997 233 764 720 693 179
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=30
num_cat=0
split_feature=1213 1429 1374 151 2 4 1374 52 475 2 159 2 42 43 0 4 52 47 2 13 2 4 4 4 52 16 2 3 4
split_gain=0.000631827 0.000577609 0.000511049 0.00045932 0.000479965 0.000489298 0.000531548 0.000535144 0.000440122 0.000422675 0.000469366 0.000401118 0.000348981 0.000496456 0.000526365 0.000500163 0.000759338 0.000520153 0.000470956 0.000300841 0.000295814 0.000288487 0.000546471 0.000216288 0.000541532 0.000205338 0.000195407 0.000132118 0.000102286
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.40391999999999995 0.10946500000000002 -0.49837999999999999 -0.094679999999999986 0.10701500000000001 -0.084049999999999986 0.11230000000000001 0.079875000000000015 0.114165 -1.0000000180025095e-35 0.083940000000000015 -0.060094999999999989 -0.0040999999999999986 -0.085924999999999987 0.09252500000000001 0.092745000000000008 0.25430000000000003 -0.13811499999999996 0.27608500000000008 0.053925000000000008 0.15045000000000003 -0.060039999999999989 -0.057604999999999996 0.080080000000000012 -0.040669999999999991 -0.17479499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -6 11 -11 19 14 15 16 -14 23 -15 -10 -16 22 25 24 -17 -13 -9 -18 -22
right_child=1 2 -4 4 9 6 7 26 12 10 -12 21 13 18 20 17 27 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010691620763496599 -0.0012032256848317231 -0.0010258313184733515 -0.0010749433372731034 -0.00084382863924119353 0.0015125754943779307 -0.0010874709494876913 -0.00084669439645197471 -0.00018283202791265029 -0.00086534959996330556 -0.00061227817015135346 0.001424086526328939 0.0011212340747069854 -0.0011778196789826328 -0.00090860079591202766 0.00028025218431358483 0.0012804195791898682 -4.8708168333944764e-06 -0.00031259072614159852 0.00043455427349451509 0.00030488085719034301 0.00093028211220230522 0.0010392307181803547 -0.00077296121860329829 0.0015047052447997691 -0.00019517908631816547 0.00012915416673475884 -0.0012005402605615551 0.00081003967898360873 0.0016121772076626106
leaf_weight=0.0015608818205650457 0.0010576681324191419 0.0010012870304354484 0.001087947333674232 0.0017500262972942561 0.0010422122043306503 0.0010609081730592598 0.0010304160099280776 0.001209841486127238 0.0012929076455359947 0.001434421262312191 0.0010322588225456508 0.0012038690703528587 0.0013676137239413367 0.0015018877160002378 0.001000737128606044 0.0017594312998208128 0.0010988671076106937 0.0012830966907246832 0.0015412206985985222 0.0012677621523229377 0.0010093831873518866 0.0014980758088107698 0.0012378501305240208 0.0013084243130015993 0.0012321964450986442 0.0012279818294929079 0.0010075436477596234 0.0012269582072383977 0.0017561262494638743
leaf_count=592 181 80 77 101 62 45 162 163 502 50 170 45 149 63 36 48 322 62 34 49 27 151 74 80 120 87 272 58 48
internal_value=0 3.98302e-05 7.68952e-05 0.000113341 0.000147511 2.62114e-05 9.254e-05 0.000149718 0.000239304 0.00049289 0.000353688 0.00018633 0.000299316 0.000392488 0.000537338 0.00031884 -0.00016848 0.000641219 -0.000228343 -0.00028598 0.00107552 0.000408 0.000150314 0.000925827 0.000672648 0.000620276 -0.000645262 0.000425024 0.00136329
internal_weight=0 0.0365289 0.0354713 0.0343833 0.033382 0.0247053 0.0229553 0.0218944 0.019677 0.00867667 0.00763446 0.0066022 0.0186466 0.0160859 0.0130428 0.00927659 0.00369344 0.00558315 0.00304311 0.00256067 0.00376625 0.00516778 0.0036697 0.00430005 0.00299163 0.00243185 0.00221739 0.00232583 0.00276551
internal_count=3910 3318 3137 3060 2980 2341 2240 2195 1760 639 577 407 1598 1047 950 839 529 310 97 551 111 357 206 248 168 132 435 380 75
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=28
num_cat=0
split_feature=403 31 1456 453 1374 0 1 148 2 52 47 12 43 51 48 12 1 49 12 13 13 16 42 52 0 16 51
split_gain=0.000613526 0.000457547 0.000379482 0.000537278 0.000431213 0.000670178 0.000354672 0.000359284 0.000407696 0.000798197 0.000506579 0.000457438 0.000435517 0.000367072 0.000335668 0.00029875 0.000314082 0.000258518 0.000233697 0.000355058 0.000228231 0.000193637 0.000170729 0.000165037 0.0003691 9.5858e-05 9.75665e-05
threshold=0.09389500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.12730000000000002 -0.080629999999999993 0.092340000000000019 0.11588000000000002 0.086425000000000016 0.098845000000000016 -0.07526999999999999 -1.0000000180025095e-35 0.086665000000000006 0.084885000000000002 0.089605000000000018 -0.084934999999999997 0.085325000000000012 -0.011514999999999999 -0.052124999999999998 0.11346000000000002 0.089795000000000014 0.11898000000000002 -0.017269999999999997 -0.083564999999999987 -0.08101499999999999
decision_type=2 2 2 2 2 2 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 14 7 -7 10 11 17 13 -12 -10 -6 16 21 -9 25 -20 -8 -15 -17 24 -22 -19 -27
right_child=-2 2 3 -5 5 6 20 8 9 -11 12 -13 -14 15 -16 22 -18 18 19 -21 23 -23 -24 -25 -26 26 -28
leaf_value=0.000850305821332766 -0.0011387048780331069 -0.00074532705254895754 -0.00069309554906684724 -0.00098474354519287278 0.0014298348660602156 -0.00081738702897700248 0.00090140758335836542 -0.00071527841275801068 -0.00025242198193552433 -0.00074620268396613574 -0.0001246694464377617 -0.00031660387245802373 -0.0013383347552443424 -0.00045420275277306417 0.00035973952459079645 0.0012222475463042897 0.00090985987385179881 0.00063742713411742277 -0.0009156500386139527 0.00022814534441519286 -0.00061272009668367818 0.00041538610678764059 0.00049358790247296396 0.00067849276531930646 0.00052351233863679749 0.00046823142689293322 -0.0001565066032362834
leaf_weight=0.0013249820282988925 0.0010145452674900557 0.0014741527233450838 0.0015851057834650453 0.0011103709906141726 0.0010516965110509624 0.0012540180725002506 0.001293284298545111 0.0010004292603245091 0.0011801736443131103 0.0016982050491057285 0.001137367186361149 0.0018268186240211481 0.0014001200459748675 0.001034380041344817 0.0015234763788569694 0.0019528429288265259 0.0012893301788339806 0.0013154918187656683 0.0010173287418881842 0.0013280081566409731 0.0011674619022376265 0.0011453476288796338 0.00104921270267333 0.0010101506300230767 0.001263650419813688 0.0010014649616449378 0.0011284700562216379
leaf_count=110 307 366 67 88 49 87 136 77 196 232 112 211 100 55 32 95 122 114 559 335 63 22 60 25 26 77 187
internal_value=0 1.07455e-05 -2.2722e-05 1.08136e-05 4.68756e-05 8.72259e-05 1.82587e-05 -6.03716e-05 -1.40751e-05 0.000173609 -0.000238931 0.000338413 -0.000794339 0.000494804 0.000796765 0.00063108 0.000339877 -3.14067e-05 8.67409e-05 -0.000267995 0.000379628 2.72659e-06 0.000967582 0.000183534 -2.2126e-05 0.000328213 0.000137236
internal_weight=0 0.0345633 0.0332384 0.0317642 0.0306538 0.0290687 0.0264936 0.021759 0.020505 0.0111763 0.00932868 0.00947811 0.00253749 0.00765129 0.00257517 0.00647111 0.00346906 0.00679119 0.00579076 0.00234534 0.00473455 0.00217973 0.00300206 0.00344126 0.00243111 0.00344543 0.00212994
internal_count=3910 3603 3493 3127 3039 2972 2891 2641 2554 993 1561 761 212 550 81 354 199 1349 1272 894 250 77 155 114 89 378 264
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=26
num_cat=0
split_feature=1213 1456 453 31 1374 0 133 475 38 3 124 3 0 4 49 4 43 1 43 47 16 0 48 12 9
split_gain=0.000503106 0.000464029 0.000431955 0.000401988 0.000371695 0.000585885 0.000319586 0.000323425 0.000402087 0.000520163 0.000354564 0.000356425 0.000460707 0.000280443 0.000288852 0.000243511 0.00046208 0.000411558 0.000588987 0.000345348 0.000302277 0.000208172 0.000199319 0.000170641 0.000135755
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.10681500000000001 -0.084049999999999986 1.0000000180025095e-35 0.16699000000000003 -0.048219999999999992 -0.12008499999999998 0.039665000000000006 -0.23071499999999998 -0.086904999999999996 -0.0021099999999999995 -0.079109999999999986 0.11198000000000001 -0.07526999999999999 0.13206500000000002 -1.0000000180025095e-35 0.12007500000000002 0.08740500000000001 0.09277500000000001 0.093335000000000015
decision_type=2 2 2 2 2 2 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 22 7 -7 9 10 -9 12 23 -13 -15 16 -16 18 -17 -19 -18 -14 -6 -12 -25
right_child=1 2 -4 4 5 6 -8 8 -10 -11 11 13 21 14 15 17 20 19 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.00095071084735495282 -0.00089197244595024623 0.0010310936738290608 -0.00093670541234276575 -0.00074655667431134201 0.001392978250214792 -0.0007476453097117684 -0.0007959738330665765 0.00090986756901869639 -0.00076651209174838071 0.0010439785619700296 0.00049979506135194613 -0.00070129176875392081 0.0013353165660316612 -0.00074543403292821398 -0.000371501893559307 0.0002781482597712113 0.00024668988877808284 0.00075651146204973004 -0.0012143561733618463 -0.00031495205366117301 0.0014462610600077103 0.00044106406852843159 0.00046408797492957594 -0.00067298939426622896 0.00011886551535982141
leaf_weight=0.0014237891471828431 0.001363704424760053 0.0011600503262468578 0.0010714286893589433 0.0013886267000815513 0.0010364360790324689 0.0011813989879136668 0.0011487371050784836 0.0012933869301234502 0.0012617114689084099 0.0016205840082844083 0.001019207579518999 0.0018149149161583627 0.0012435360963465314 0.001242471556602621 0.0012127157071522548 0.0012084827327646652 0.0010502230136711001 0.0017565015191715466 0.0015766598190704115 0.0013976122313579253 0.0011264976743443639 0.0014694025686488033 0.001411903123113234 0.0011699544063805689 0.0010747635631958019
leaf_count=592 332 111 91 67 52 237 427 133 81 127 79 89 36 104 291 114 389 95 185 15 70 65 30 77 21
internal_value=0 2.63047e-05 6.67821e-05 0.000102782 6.52673e-05 0.000106535 3.26214e-05 7.27494e-05 0.000115752 0.00016807 9.58545e-05 3.85198e-05 0.000361125 -0.000117152 -1.68642e-05 8.01727e-05 0.000424189 -0.000116152 -0.000566753 0.000281738 0.000867493 0.000850965 0.000857308 -4.60242e-05 -0.000293852
internal_weight=0 0.0323009 0.0309372 0.0298658 0.0287057 0.0273171 0.0248688 0.02372 0.0225386 0.0212769 0.0196563 0.0183629 0.00597686 0.0123861 0.0105712 0.00932869 0.00338944 0.00593926 0.00278514 0.00315411 0.00217672 0.00271294 0.00244834 0.00326393 0.00224472
internal_count=3910 3318 2986 2895 2784 2717 2635 2208 1971 1890 1763 1630 278 1352 1263 1159 750 409 299 110 459 101 82 177 98
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=25
num_cat=0
split_feature=403 31 1456 403 480 15 4 2 11 3 16 3 3 0 49 0 48 12 15 124 2 15 2 4
split_gain=0.000604702 0.000532764 0.000365043 0.000341283 0.000308437 0.000351015 0.000621196 0.000445502 0.000298388 0.000306779 0.000591461 0.000336376 0.000324594 0.0003977 0.000344985 0.000363688 0.000349628 0.000318207 0.000245231 0.000238701 0.000377571 0.000193525 0.000227768 0.000451799
threshold=0.09389500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088854999999999976 0.086640000000000009 -0.095799999999999982 0.25367000000000006 0.094825000000000007 0.079700000000000007 -0.12008499999999998 -0.0021449999999999998 -0.078669999999999976 -0.016619999999999996 -0.230625 -0.0019649999999999997 -0.097344999999999987 0.085425000000000015 0.094045000000000004 0.014775000000000002 0.13733500000000001 0.097940000000000013 -0.14487999999999998 -0.13811499999999996 0.43006500000000009
decision_type=2 2 2 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 9 10 -7 18 17 -14 16 -16 -15 -13 -11 20 -17 22 -8 -24
right_child=-2 2 3 4 -6 8 21 -9 -10 11 -12 12 13 14 15 19 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0010029467173523082 -0.0012113058013250696 -0.00081284317483846884 -0.00083573260666419658 -0.0013125939836512932 -0.00078059518390393812 -1.0282110124302092e-05 -0.00020747932878806085 -0.00011130088783879713 -0.00060996565696834503 -0.00075241397012808426 0.0012268574944194314 0.0011226760883945859 0.00074752959131523932 -0.0011426141706771644 0.00091640490877215985 -0.00096500220374404959 3.1299225025211044e-06 0.00011147230249116141 0.00013115710975976859 0.00053069667167847422 0.00016053696195189777 -0.00035047226579143948 0.001206472516642663 -0.00011741492948430757
leaf_weight=0.0013203296580293613 0.0010203454984246676 0.0013789077055087187 0.0011300651010597287 0.0016668984695898323 0.001082638147960383 0.0018630459106034891 0.0013817878866162481 0.0014232291047424628 0.0011181038944971791 0.0016410794520738048 0.0019850102334988328 0.0017874246886857579 0.0019540821126877725 0.0011982267718035917 0.0012817013868482458 0.0012063336829513278 0.0014810167234952099 0.001364850668132217 0.0014908261766920783 0.0012992122711921184 0.0019222924317432444 0.0015363610518051019 0.0013682867616717706 0.0012061636139437948
leaf_count=110 307 366 507 180 186 55 40 96 153 432 41 123 58 76 37 68 86 242 411 11 69 44 62 150
internal_value=0 2.0237e-05 -1.81875e-05 1.5644e-05 4.64231e-05 7.60945e-05 -0.000193684 -0.000759311 0.000183324 0.000226644 0.000627893 0.000133782 0.000241837 0.000106816 -4.24312e-05 0.000176639 -0.000509276 0.000684852 -0.000331823 -3.74964e-05 -0.000273448 0.000124537 0.000309002 0.000586214
internal_weight=0 0.0350879 0.0337675 0.0323886 0.0312586 0.0301759 0.00858273 0.00309013 0.0215932 0.0204751 0.00384806 0.016627 0.0134951 0.0103429 0.00838878 0.00570954 0.00267924 0.00315228 0.00313191 0.00442784 0.00312863 0.0054926 0.00395624 0.00257445
internal_count=3910 3603 3493 3127 2620 2434 572 276 1862 1709 96 1613 770 405 347 185 162 365 843 148 137 296 252 212
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=30
num_cat=0
split_feature=403 1429 403 51 1 46 47 14 51 50 15 42 42 34 49 151 457 16 1374 48 3 52 4 1 13 2 160 0 2
split_gain=0.000694308 0.000603653 0.000394945 0.00040283 0.000494799 0.000817386 0.000739103 0.00049364 0.000367721 0.000429726 0.000540733 0.000310182 0.000308677 0.000418987 0.000380669 0.000554228 0.000432134 0.00038765 0.000329533 0.000542846 0.000301006 0.000229965 0.000347969 0.000441239 0.000310188 0.000171817 0.000215605 0.000124003 6.91618e-05
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.088854999999999976 -0.40274499999999996 0.14000500000000002 0.081930000000000017 0.11939500000000002 0.077685000000000018 -0.09021499999999999 0.10119500000000002 -0.23821499999999998 0.10728500000000001 0.093230000000000021 -0.086809999999999984 -0.085974999999999982 0.069165000000000018 -0.0034949999999999994 -0.50763499999999995 -0.094679999999999986 0.016865000000000002 0.11265500000000002 0.11401500000000002 -0.026614999999999996 0.095575000000000007 0.0099250000000000015 0.087245000000000003 0.084100000000000022 -0.083934999999999996 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 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 -5 10 -10 12 13 -12 15 -15 -16 -18 -19 21 -6 22 24 -24 27 -21 -27 -20 -29
right_child=-2 2 3 4 20 -7 -8 -9 9 -11 11 -13 -14 14 16 -17 17 18 19 25 -22 -23 23 -25 -26 26 -28 28 -30
leaf_value=-0.0010839442338110375 -0.0012108511068487594 -0.00083354776587070422 -0.0007221723782150851 0.00082399684878093542 0.0013679021163220705 -0.0012378317528748874 -0.0011462815966339188 -0.00070666256555773394 0.0010831156536596112 -0.00079362805643175412 -0.00078960928968177513 0.00094150179959254438 -0.00052285253744658905 -0.00086835357979922164 -0.00065655743887964302 0.00048020430973467771 0.0010946711975512837 -0.00047229505056041156 0.0010222040013899566 0.001325261308813597 0.00023848749157456478 -0.0005243231158112261 -0.00086990773204090723 0.00039750803176303543 -0.00010927576568242245 0.00014614172756304605 0.00096168696652182363 0.00017014457533792989 0.00066750577901710428
leaf_weight=0.0010670125880831429 0.0010458037213490609 0.0010815927893485502 0.0013334707911207824 0.0019173717229500334 0.0010579500351885615 0.0010301321590162607 0.0010015762769510763 0.0014052277110841995 0.0014066620381402327 0.0010246703924649122 0.0010025288462163209 0.0010046203265181288 0.0016410579157737073 0.0016352178937149011 0.0010189226066017179 0.0011436630632761791 0.001378583602822823 0.0012104117946831758 0.0013429481398048622 0.0010146634359301252 0.0010269233139754697 0.0010277071913687994 0.0012343803046465443 0.0011926690915118332 0.0016671634607234864 0.001243154861362783 0.0016876279201787359 0.0010432645142801622 0.0015125708957128836
leaf_count=181 295 510 113 217 57 43 79 101 147 294 37 97 160 84 131 57 86 52 179 64 78 118 239 37 77 77 45 227 28
internal_value=0 1.72586e-05 5.05571e-05 7.85132e-05 0.000110994 6.3549e-05 0.000108601 0.00015231 0.000196444 0.000149132 0.00018871 0.000134012 9.71326e-05 0.000147116 0.00019564 -0.000313347 0.00028098 0.000342392 0.000269237 0.000338461 0.000811599 0.000137372 0.00022245 -0.000247091 0.000427195 0.000798222 0.000615756 0.000656595 0.000464488
internal_weight=0 0.0363537 0.0352867 0.0342051 0.0328717 0.0307868 0.0297567 0.0287551 0.0273499 0.0254325 0.0244078 0.0230012 0.0219965 0.0203555 0.0193529 0.00277888 0.0165741 0.0155551 0.0141766 0.0129661 0.00208487 0.0090207 0.007993 0.00242705 0.00556595 0.00394545 0.00293078 0.00389878 0.00255584
internal_count=3910 3615 3434 2924 2811 2676 2633 2554 2453 2236 1942 1795 1698 1538 1501 141 1360 1229 1143 1091 135 905 787 276 511 186 122 434 255
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=30
num_cat=0
split_feature=403 1429 151 480 151 1374 31 14 133 38 3 3 39 42 376 160 47 4 1 4 16 4 160 3 52 4 16 43 160
split_gain=0.000637485 0.000641096 0.000443485 0.000451489 0.00051343 0.000423677 0.000375031 0.000351388 0.000362842 0.000381635 0.000465404 0.000403051 0.000395273 0.000805675 0.000604147 0.000649508 0.000412624 0.000621098 0.000451485 0.000429154 0.000403931 0.000439128 0.000341392 0.00034513 0.000324003 0.000260467 0.000196974 0.000192829 0.000123623
threshold=0.096520000000000009 -1.0000000180025095e-35 -0.40391999999999995 0.086640000000000009 -0.14608999999999997 -0.095439999999999983 -1.0000000180025095e-35 0.077685000000000018 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 -0.15327499999999997 0.12371500000000002 -0.10770999999999999 1.0000000180025095e-35 -0.092169999999999988 0.086425000000000016 0.26450500000000005 0.10593500000000002 -0.23071499999999998 -0.30307999999999996 0.0021050000000000005 0.084480000000000013 0.090325000000000003 0.095040000000000027 -0.076854999999999993 -1.0000000180025095e-35 -0.073139999999999983 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 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 24 13 -13 15 -15 17 19 -18 -17 -21 22 23 25 -8 26 -22 -20 -23
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 12 -14 14 -16 16 18 -19 27 20 21 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0009494243060028997 -0.00098820963391029913 -0.00075609107821574797 0.00097415475445334178 -0.00068353310575519318 -0.00055899539253473894 0.00076149520044467686 0.00089596352753197356 -0.0005030303961436331 -0.00058527358163668584 -0.00049246344702843516 0.00077460020936313974 -0.0010550848455117101 0.00080648420219330843 -0.00093722251763173157 0.00099165468656793512 -0.00042320761862292962 -0.00096574314964099873 0.0010256577372124074 0.00032198312113852263 -0.00052149225177521561 -4.9034771832182538e-07 0.00048497797768653366 -0.00053741710162713888 0.00089000106260397947 9.2583496548704895e-05 -0.00028384679282110974 0.00076936063551934751 -0.00034694956602390915 0.0010481952439891286
leaf_weight=0.0010297488099935683 0.0010006793848210535 0.0010351616763442087 0.0010003358094818884 0.0011872506224182141 0.0015767123222429893 0.0012774046076916559 0.0017384859410078833 0.0015496253737952151 0.0011286127887249189 0.0014213041034736298 0.0018248415921715546 0.0010234787633540401 0.0010371526629278085 0.0010251008354155424 0.0010557805605504655 0.0019964930786073734 0.0010608388502527646 0.0012436256784452851 0.0013562527117146617 0.001029681642745737 0.0010475488030696912 0.0012824934391679754 0.0010117596270070583 0.0010431458442488051 0.0014022147881931346 0.0016706337037417866 0.0010086366545856151 0.001309701702539634 0.0011365462975625462
leaf_count=181 295 85 78 228 45 98 111 108 429 80 114 144 34 302 81 67 123 132 40 35 370 79 136 20 26 383 15 40 31
internal_value=0 1.77602e-05 4.58305e-05 6.99298e-05 9.68268e-05 6.96205e-05 0.000101925 7.32711e-05 0.000105333 0.000134497 0.000169712 0.0001227 5.86803e-05 1.84981e-05 7.86127e-05 2.26409e-05 8.33889e-05 0.000191883 -0.000279653 9.95243e-05 0.000212588 0.000304759 0.000118641 0.000257798 0.000537282 8.08431e-05 0.000377151 -6.64301e-06 0.000749596
internal_weight=0 0.0365106 0.0354808 0.0344457 0.0332584 0.0322581 0.0306814 0.029404 0.0278543 0.0267257 0.0253044 0.0234796 0.0203389 0.0193017 0.0182782 0.0172225 0.0161974 0.0124706 0.00372679 0.0112269 0.00923045 0.00820076 0.00578172 0.00476997 0.0031407 0.00372682 0.00205619 0.00266595 0.00241904
internal_count=3910 3615 3434 3349 3121 3043 2998 2900 2792 2363 2283 2169 2032 1998 1854 1773 1471 1268 203 1136 1069 1034 924 788 137 768 385 80 110
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=18
num_cat=0
split_feature=38 12 2 160 484 13 133 49 474 3 43 49 12 3 12 13 3
split_gain=0.000123447 0.000225018 0.000198402 0.000149333 0.000145124 0.00012829 0.000157621 0.000167908 0.000198453 0.000204328 0.000157117 0.000330874 0.000304503 0.000231297 0.000176789 0.000127089 0.000103856
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.094825000000000007 -0.11175999999999998 -0.0043499999999999988 -0.10241499999999999 0.084760000000000016 0.10311000000000002 0.085165000000000018 0.11265500000000002 -0.074254999999999988 -0.029304999999999998 1.0000000180025095e-35 0.088060000000000013 0.097810000000000022 -0.16277999999999995 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 15 7 8 9 10 14 13 -13 -12 -7 16 -6
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00044855767383638413 -0.0024004436083794769 -0.0026889977842930587 0.0040673869723436293 -0.0024287416685926178 -0.0012414548046252151 0.0025049878112203875 -0.0028004717994598079 0.002652572776312854 0.0025219569410689672 -0.0035498570871985093 0.0032870516247327903 -0.00054528529272042175 -0.0058177531620901375 -0.0012456326095464602 -0.00099343177053557363 0.0033270185632418322 0.0018308648880334282
leaf_weight=0.0019900316495387862 0.001029561801837108 0.0011339405310049474 0.0012058596058172472 0.0011748283382553631 0.0010266940799330548 0.0017216896208240868 0.0010546936853671205 0.0011035779973824636 0.0011300552953308349 0.0010347570005677653 0.001037776056292297 0.0011661429752018995 0.0010158070760902423 0.0012068469788593106 0.001225523670679074 0.0010959678651685208 0.0011630858796553012
leaf_count=220 95 460 244 554 42 172 624 98 135 59 49 62 788 53 81 94 80
internal_value=0 9.78196e-05 0.001814 -0.000219374 -4.60543e-05 0.000140779 -0.000204493 5.27815e-05 -0.000248004 -0.000620269 -0.000209163 -0.00104769 -0.00299988 0.000850003 0.00105026 0.00136991 0.000390386
internal_weight=0 0.0204873 0.00319589 0.0172914 0.0161574 0.0149826 0.0116969 0.0106422 0.0095386 0.00840854 0.00737379 0.00442657 0.00218195 0.00224462 0.00294721 0.00328575 0.00218978
internal_count=3910 3815 464 3351 2891 2337 2121 1497 1399 1264 1205 952 850 102 253 216 122
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=17
num_cat=0
split_feature=124 133 132 484 133 123 160 12 13 4 1 2 0 1 4 2
split_gain=0.000104809 0.000150036 0.000119446 0.000124418 0.000148931 0.000152659 0.000163664 0.000169654 0.000127803 0.000139865 0.000304573 0.000286866 0.000175024 9.99153e-05 8.26579e-05 1.98822e-05
threshold=0.10385500000000002 0.10064500000000001 0.080815000000000012 0.087270000000000014 -0.0056849999999999991 1.0000000180025095e-35 -0.082234999999999989 -1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008 0.086560000000000012 0.11260500000000001 -0.18087499999999998 0.076710000000000014 0.26048500000000002 0.089910000000000004
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 13 10 15 12 -11 -9 -14 -10
right_child=-2 -3 -4 -5 5 -7 7 8 9 11 -12 -13 14 -15 -16 -17
leaf_value=-0.001722669407916702 0.0015756891107085356 -0.0020390004847920195 0.0014493787323673036 -0.0017178556770054865 -0.0019432582664227944 0.0017178672554303883 -0.0018757164925419791 0.00044993000632283665 9.5839760033528208e-05 0.0029625112735566918 -0.0024000698907907726 -0.0018758969605343974 0.0012637596170461834 0.0023968897302353723 -0.00061787396238862941 0.0011376841230569638
leaf_weight=0.0012580785376693311 0.0010758401159164091 0.0010357842011707368 0.0014480567890848344 0.0012302282873470202 0.0011177620287519128 0.0015284662728703305 0.0010415483625690605 0.0017233244778636905 0.0010044459193889119 0.0011422040877366868 0.0016876964626479918 0.0010186636947451255 0.0016060337499952115 0.0012402806512677444 0.0010606818080738378 0.0010003484021359199
leaf_count=870 49 586 270 304 336 195 111 204 151 51 320 96 88 142 31 106
internal_value=0 -0.000100018 5.08863e-06 -0.00011334 6.80509e-06 0.00015022 -2.54082e-05 0.000145742 0.000329085 3.62839e-06 -0.000762695 0.000589769 0.00124919 0.00126474 0.000515343 0.000615697
internal_weight=0 0.0201436 0.0191078 0.0176598 0.0164295 0.0151715 0.013643 0.0125252 0.0114837 0.00852007 0.00369249 0.00482758 0.00380892 0.00296361 0.00266672 0.00200479
internal_count=3910 3861 3275 3005 2701 1831 1636 1300 1189 843 577 266 170 346 119 257
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=16
num_cat=0
split_feature=1 0 133 2 14 52 43 457 39 49 51 0 1 13 12
split_gain=9.91309e-05 0.000151818 0.000193634 0.000114904 9.86165e-05 0.000150667 0.000353526 0.000130599 0.000155626 0.000118259 0.000231129 0.000308825 0.000156159 9.73733e-05 7.15654e-05
threshold=0.076710000000000014 -0.070894999999999986 0.083815000000000014 0.12918000000000002 -0.13131999999999996 1.0000000180025095e-35 -0.0073699999999999989 0.084485000000000018 0.005105000000000001 -0.029304999999999998 -0.088439999999999977 -0.10131499999999999 0.10982000000000001 0.11596500000000001 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 8 9 -6 -11 12 -12 14 -3
right_child=3 13 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0029244718264840285 -0.0014730724986990525 -0.0014767900707361959 5.804734794470985e-05 0.0014847865603179894 0.00096594679277032852 -0.00088648417942805444 0.0031560169219101461 -0.0013253435588500447 0.0017946280858005758 0.0013053765711539382 0.0012289592588617052 -0.003494275366755964 -0.0015831611317423402 0.001042485331134614 0.00020216165398257821
leaf_weight=0.0012810002556551603 0.0010170358329218985 0.0012179691871072561 0.0010350532053434586 0.0016824036285503019 0.0018075756626281273 0.0010209361542242168 0.0012850978402136901 0.0018314260567118268 0.0013283934319078677 0.0012220579094091048 0.0010599319385078436 0.001115145034171895 0.0010182478489397795 0.0015941169389304122 0.0014778437544732403
leaf_count=912 94 73 730 271 112 219 115 133 163 184 69 492 50 52 241
internal_value=0 -0.000533493 -0.00159157 0.000225357 5.85942e-05 0.000191864 0.00136631 -9.67826e-05 0.00020118 -0.000138968 -0.0005913 -0.00131714 -0.000148898 3.77447e-05 -0.000556389
internal_weight=0 0.00660598 0.00231605 0.0143883 0.0127058 0.0116888 0.00230603 0.00938278 0.00755135 0.00622296 0.00441538 0.00319332 0.00207818 0.00428993 0.00269581
internal_count=3910 2008 1642 1902 1631 1537 334 1203 1070 907 795 611 119 366 314
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=16
num_cat=0
split_feature=15 15 48 151 51 51 0 0 42 43 0 43 13 2 0
split_gain=0.000102528 0.000141079 0.00012186 0.000177153 0.000221708 0.000168301 0.00013958 0.000116916 0.000115597 0.000238163 0.000182427 0.00033511 0.000130967 8.48322e-05 5.46363e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.093225000000000016 -0.086249999999999979 0.08955500000000001 0.043405000000000006 -0.10575999999999998 -0.14070999999999997 1.0000000180025095e-35 -0.083899999999999988 -0.017269999999999997 -1.0000000180025095e-35 0.086705000000000018 0.080080000000000012 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 6 -4 13 -1 10 -10 11 -8 -12 -5 -15
right_child=1 2 5 4 -6 -7 8 -9 9 -11 12 -13 -14 14 -16
leaf_value=-0.00033176790870365487 -0.0016464697163577973 0.0017338596213539025 -0.00050083147406450692 0.0020076514982069796 -0.0027389420381903245 0.0023252650453365995 -0.0034189385733683058 0.0021145588916898083 0.00025019913443105087 -0.0025904776698151767 1.8008921885416256e-05 0.00063957509662935185 0.0024984814881152716 0.0010419409143200117 -0.00074175570294894089
leaf_weight=0.0010203936722730789 0.0016943734285192946 0.0012823737388107945 0.0011024416561454245 0.0011249076907806623 0.0010870736446618951 0.0014384369013485387 0.0010411363287744016 0.0013364863118257393 0.0016148287333684896 0.0019057621071218861 0.0016164471976301848 0.0014304423658239446 0.0010335270885208914 0.0010117522103065824 0.001022766856309143
leaf_count=72 297 237 136 51 292 128 559 245 227 994 125 245 76 73 153
internal_value=0 -0.000150128 1.58252e-06 -0.000195199 -0.000387133 0.00109907 -0.000170502 0.00105544 -0.000528359 -0.00128751 -6.51112e-06 -0.00107005 0.000985428 0.000808364 0.000145264
internal_weight=0 0.0184063 0.0167119 0.014171 0.0128886 0.00254088 0.0118016 0.00235688 0.00864214 0.00352059 0.00512155 0.00247158 0.00264997 0.00315943 0.00203452
internal_count=3910 3593 3296 3032 2795 264 2503 317 2226 1221 1005 804 201 277 226
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=16
num_cat=0
split_feature=1 42 3 49 49 3 0 0 3 12 151 16 2 15 1
split_gain=8.45051e-05 0.000182344 0.000184224 0.000154027 0.000167677 0.000224505 0.000238753 0.000162866 0.000162759 0.00014386 0.00014289 0.000242739 0.00026271 0.000178762 0.000151852
threshold=0.10113500000000002 0.091955000000000023 -0.15464999999999998 -0.085174999999999987 1.0000000180025095e-35 0.090325000000000003 -0.083674999999999986 -0.10209999999999998 -0.078669999999999976 -0.071274999999999991 -0.0060399999999999994 -0.072359999999999994 0.10457000000000001 -0.07142999999999998 0.13148500000000005
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 -5 -9 -2 -11 12 -12 -13 -15
right_child=9 -3 3 4 -6 6 -8 8 -10 10 11 13 -14 14 -16
leaf_value=0.002013518718585813 0.0024174721099392131 -0.0022808598072673208 -0.0020694503412266169 -0.0022062080198867245 -0.0021046549018652783 0.0036625996844865216 -0.00015765841704031008 -0.00092796707583180972 0.0017297249042875298 -0.0014684010946494038 0.00026955229672952284 -0.0024950473936775639 0.0037387803849548563 0.0019676815767001761 -0.0010834051319862546
leaf_weight=0.0012473964310531502 0.0010533722672308368 0.0014112406888916887 0.0014635589435941804 0.0012349693203750085 0.0011048703016159726 0.0011418612599709554 0.0010450233232877082 0.0016999622072169807 0.0014028008724632415 0.0014842273525110805 0.0017528916099399106 0.0010746506810570544 0.0012452621092114702 0.0010476346771612927 0.0011319401832068365
leaf_count=101 309 585 123 113 542 48 58 1131 222 163 78 106 117 167 47
internal_value=0 -0.00033353 -6.77632e-05 -0.000353276 -2.40639e-05 0.000328261 0.00183705 -0.000432403 0.000273611 0.00041514 0.000142514 0.000524923 0.00171047 -0.000567337 0.000383131
internal_weight=0 0.0117517 0.0103404 0.00909305 0.00762949 0.00652462 0.00218688 0.00433773 0.00310276 0.00878998 0.00773661 0.00625238 0.00299815 0.00325423 0.00217957
internal_count=3910 2923 2338 2237 2114 1572 106 1466 1353 987 678 515 195 320 214
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=27
num_cat=0
split_feature=1213 1456 453 31 4 11 1374 0 48 43 160 43 4 4 4 3 43 12 15 16 16 15 16 42 16 52
split_gain=0.000515236 0.000530352 0.000412216 0.000424575 0.000430472 0.000463924 0.000385489 0.000464323 0.000420839 0.000428825 0.000357055 0.000356784 0.000376124 0.000491864 0.000309969 0.000391646 0.000308279 0.000338228 0.000273505 0.000267195 0.000261696 0.000397654 0.000261572 0.000222695 0.00016647 0.000135511
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.094679999999999986 -0.230625 0.10990500000000002 -0.074254999999999988 -0.088649999999999993 0.00093000000000000016 -0.16401499999999997 -0.0017649999999999999 0.27020000000000005 0.10223 -0.079109999999999986 0.051320000000000005 0.083935000000000023 -0.006474999999999999 -0.035699999999999989 0.05377500000000001 -0.074719999999999995 0.084745000000000015 0.24895000000000003 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 10 -9 12 -11 19 15 -15 17 25 23 -14 21 -13 -10 -19 -22 -12
right_child=1 2 -4 4 -6 -7 7 8 22 11 16 20 13 14 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=-0.00081609278705377039 -0.00081040676194694104 0.00091819431126463104 -0.00078872602796111412 -0.00064813932608539214 0.00083725050735637685 -0.00073154586207727816 0.00077737941869417842 -0.00054451858188990911 0.001161017024806384 -0.0011198783071809438 0.00091200693009311172 -0.00063523159235961653 -0.00016174542510048075 -0.0013972289381188508 -2.4578150275345652e-05 -0.00027028448246898173 0.00091146209591724456 0.00010132309514488544 0.00046346788169521983 0.00074663635769077702 0.00083612768601678969 0.00040000179620674928 0.00016254700464990102 -0.00074327659050874538 7.5741929826291923e-05 0.00026683482763175949
leaf_weight=0.0014995628942820879 0.0014327820671557736 0.0011687768505456156 0.0010827015832131073 0.0014123520441966511 0.0013267650027949515 0.00151952011318257 0.0018582330479897024 0.001028156675183467 0.0010152331323213942 0.0011113684903734022 0.0012799815165177586 0.0016061051263705634 0.0014565143748564635 0.0012658010536386027 0.0013651437944264266 0.0011578259072742014 0.0014677444935600713 0.001163027312147881 0.0012404867802837671 0.001125699264584612 0.0011649041960879736 0.0013301578766166805 0.0010430987061580401 0.0012924119960544822 0.0010955307237485723 0.0012735487786414701
leaf_count=592 332 111 91 67 166 127 70 241 45 126 88 120 354 161 56 33 81 176 133 118 58 220 89 169 37 49
internal_value=0 2.30137e-05 6.05041e-05 9.03875e-05 5.77005e-05 2.11184e-05 6.38678e-05 0.000103551 5.02295e-05 -7.87559e-06 0.000230668 -0.00017241 -0.000368173 -0.000237044 -0.000558257 -0.00085886 0.000333945 0.00019831 -7.24723e-05 0.000234258 0.000109455 -0.00016626 0.000655023 -0.000343229 0.000467603 0.000590234
internal_weight=0 0.0332839 0.0318511 0.0307684 0.0295996 0.0282728 0.0267533 0.025341 0.0234827 0.0214244 0.00874536 0.0126791 0.00748235 0.00637098 0.00378877 0.00242363 0.0077172 0.00624946 0.00369593 0.00258221 0.0051967 0.00293626 0.00205833 0.00245544 0.00226043 0.00255353
internal_count=3910 3318 2986 2895 2784 2618 2491 2424 2354 2220 937 1283 848 722 250 194 696 615 478 472 435 340 134 345 95 137
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=28
num_cat=0
split_feature=31 1429 4 1213 14 1374 39 0 0 457 15 52 49 47 2 48 150 2 2 47 4 0 2 16 3 4 0
split_gain=0.000595423 0.000432187 0.000488897 0.000396628 0.000333732 0.000362713 0.000440932 0.000454069 0.00082709 0.00045888 0.000448129 0.000856005 0.000571292 0.000522097 0.000500471 0.000439594 0.000275878 0.000271904 0.000546694 0.000412712 0.00026599 0.00025281 0.000132791 0.000338738 0.000215197 0.0001155 7.15275e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 -0.13131999999999996 -0.094679999999999986 0.13419 -0.10575999999999998 -0.089879999999999974 -0.0034949999999999994 -0.03231499999999999 0.11401500000000002 -0.029304999999999998 0.085165000000000018 0.08400500000000001 0.11930500000000001 0.082085000000000019 0.099990000000000009 0.083185000000000023 0.077735000000000012 -0.49837999999999999 -0.055084999999999988 0.10113500000000002 0.057390000000000004 -0.069909999999999986 0.0066400000000000009 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 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 -7 12 14 -10 -14 -12 16 17 18 19 -11 -16 -15 24 -24 26 -18 -22
right_child=1 2 -4 4 5 6 -8 8 10 15 11 -13 13 21 20 -17 25 -19 -20 -21 22 -23 23 -25 -26 -27 -28
leaf_value=0.00097355516239707948 -0.0010253944196338073 -0.00081410363424186079 0.0010014391373243713 -0.00067006405911684862 -0.00071359328700692224 -0.00050098770525788675 0.0010102472901866858 -0.0010863179049453195 0.0013767178074121696 0.0010616372948219757 -0.00078727527879394912 -0.0013128051083262698 -0.00071143210303830208 6.7827385803580272e-05 -0.0003384617935023306 -0.00052481185725441635 0.00065269859907517191 0.00079872361515022144 -0.0007975490253891883 -0.00021850989376729396 -0.00010339132243032571 0.0010879111798790153 -0.00056326582348942549 0.00061376711977038749 0.00095553790465163887 0.0013525600695524181 0.00046716619763048108
leaf_weight=0.0013567196630123171 0.0010132281264507983 0.001501889328291677 0.0010419208008396038 0.0016985179422395183 0.0014682443139895076 0.0014902469706436503 0.0010771052125413396 0.0018522485548062425 0.0010334262046508003 0.0013291768695173831 0.0016078484293841275 0.0013458714698149086 0.0012084375837333678 0.0012511662677989754 0.0019565684521705099 0.0010190265016216671 0.001116397087199239 0.0019890537420745869 0.0010814821876883873 0.0010246428816316211 0.0010104030016228564 0.0010077918081208281 0.0011266027989902394 0.0011204072351516103 0.0013965583569568556 0.0010525564480117211 0.0010088459761163904
leaf_count=113 179 591 167 65 67 86 33 381 71 37 320 229 314 151 84 49 56 102 113 26 445 29 51 52 21 60 18
internal_value=0 -4.99579e-05 -2.07313e-05 -5.32267e-05 -1.66851e-05 2.08402e-05 5.92068e-05 2.13075e-05 -0.000130472 0.000275603 -1.30195e-05 -0.000183534 0.000387544 9.27295e-05 -1.88198e-05 0.000409981 0.000535431 0.000352738 9.45111e-05 0.000504376 0.00014334 0.000522919 0.000309808 2.3628e-05 0.000498066 0.00099233 0.000181667
internal_weight=0 0.0348297 0.0338164 0.0327745 0.0312726 0.0295741 0.0281059 0.0270288 0.0169262 0.0101026 0.0150739 0.0105731 0.00450082 0.0034674 0.00922723 0.00861234 0.00759331 0.00542436 0.0034353 0.00235382 0.00761939 0.00225896 0.00566282 0.00224701 0.00341581 0.00216895 0.00201925
internal_count=3910 3797 3618 3451 2860 2795 2728 2695 2166 529 1785 1220 565 494 991 443 394 278 176 63 671 180 587 103 484 116 463
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=16
num_cat=0
split_feature=124 4 0 0 3 14 16 2 1 1375 47 49 12 13 52
split_gain=8.70798e-05 0.000156989 0.000111854 0.000134592 0.000354922 0.000177597 0.000203718 0.000147082 0.000120402 0.000147597 0.000111174 9.5692e-05 0.000281737 0.000138893 1.00151e-05
threshold=0.10385500000000002 -0.49837999999999999 -0.060094999999999989 -0.10575999999999998 -0.084129999999999996 -0.13131999999999996 -0.014754999999999999 0.08400500000000001 0.087545000000000026 -1.0000000180025095e-35 0.09585500000000001 -0.029304999999999998 0.091555000000000011 -0.023539999999999995 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -6 -7 -10 -11 -4 14 -14 -13
right_child=-2 2 11 4 7 6 -8 -9 9 10 -12 12 13 -15 -16
leaf_value=-0.0018098773842130367 0.0015041338587355557 -0.0018755139164064905 0.0020002580006056436 -0.0036002000195777917 -0.0012880394379623757 -0.001343708467168083 0.0022918626180807025 0.00087098627921544365 -0.0011822062727171153 0.0018913595721816666 -0.00012960358172382539 0.0020484824854067746 0.00027122922569120807 -0.0024788253791264122 0.0013091508224168024
leaf_weight=0.0014039479447863204 0.0010256188398088525 0.0010387504596061081 0.0012207035827325186 0.0011001292986607698 0.0016868487156372495 0.0013695385322507331 0.001423106104090464 0.0019213717621912145 0.0011344697028858874 0.0018787414646518202 0.0013188238378001316 0.0010720198251624449 0.0010626836059166728 0.0010291078422579591 0.0010158430764865556
leaf_count=174 49 65 91 945 568 220 120 950 36 197 74 128 104 124 65
internal_value=0 -9.05481e-05 4.15573e-05 -0.000228837 -0.000947237 0.000185509 0.000485998 -0.000138362 3.52558e-05 0.000471204 0.00105782 0.000686043 0.000302216 -0.00108173 0.00168876
internal_weight=0 0.0196761 0.0182721 0.0128718 0.00470835 0.00816343 0.00712468 0.00360822 0.00570157 0.00433204 0.00319757 0.00540036 0.00417965 0.00209179 0.00208786
internal_count=3910 3861 3687 3175 2463 712 647 1518 527 307 271 512 421 228 193
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=26
num_cat=0
split_feature=1213 51 1 47 14 133 38 484 48 1 160 0 0 49 2 15 3 12 4 12 4 1 12 4 47
split_gain=0.000425422 0.000379901 0.000511129 0.00069919 0.000428574 0.000407101 0.000349972 0.000359877 0.000552482 0.000472484 0.000414641 0.000370707 0.000352963 0.000300478 0.00042764 0.000411841 0.000446537 0.000425865 0.000318118 0.000264311 0.000370544 0.000287123 0.00025848 0.000181964 0.000161457
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.077685000000000018 0.10681500000000001 1.0000000180025095e-35 -0.08231999999999999 0.12675000000000003 0.10752500000000002 -0.092169999999999988 -0.18087499999999998 -0.14136999999999997 -0.084934999999999997 0.092175000000000021 -0.095799999999999982 0.10223 0.094045000000000004 -0.48072499999999996 0.081660000000000024 -0.08266999999999998 0.087545000000000026 0.090385000000000007 0.05309500000000001 0.08593000000000002
decision_type=2 2 2 2 2 2 2 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 -9 -11 -13 14 -12 23 17 18 -17 20 -20 -22 -21 -15 -14
right_child=1 2 -4 -5 -6 -7 -8 8 -10 11 13 12 24 15 -16 16 -18 -19 19 22 21 -23 -24 -25 -26
leaf_value=-0.00079983934907383418 -0.00078556124858374912 -0.0007016322434952925 0.00080505338293824006 -0.0011076042536645593 -0.00077449916659432731 -0.00076538535071306736 -0.0006256300990532688 -0.00065041863398085636 -0.00084992220436647928 0.001390166779106812 -0.00089804631722052936 -0.00021961905878136446 0.0010206828732865884 -0.0005468016900132943 0.00024671735468874081 -0.00031675169595248346 0.001114208163996796 -0.0006013290075816566 0.0014861670288119785 -0.00015174044745691829 -0.0001163081511472538 0.00093255317655121996 0.00071729006606168725 0.0001694195056830843 0.00029102260012183942
leaf_weight=0.0014519575049889285 0.0012391157915441755 0.0010093421062370911 0.0018788730259413763 0.0011952790240572489 0.0013221859646265757 0.0011727003421964357 0.0012902665752894107 0.0013623329891574018 0.001050918887369078 0.001151764763161367 0.001227463898502811 0.0012558500751046198 0.00167537501336426 0.0015193947134746521 0.0017451370721275339 0.0011160965610130715 0.0017808042563842727 0.0010266000833555333 0.0012069654607929081 0.0017551270048904583 0.0010266888278174426 0.0013139783691296092 0.0013274472850479391 0.0016169755508937955 0.0011156197598118922
leaf_count=592 133 267 156 96 101 417 66 331 35 33 65 40 259 108 54 60 70 195 30 453 33 70 109 88 49
internal_value=0 2.18462e-05 5.29716e-05 6.28078e-06 5.20822e-05 9.14703e-05 0.000129283 0.000167807 0.000203958 0.000251649 0.000137817 0.000646333 0.000434632 0.000202263 -0.000225985 0.000295251 0.000435759 0.000298041 0.000417233 0.000540788 0.00081736 0.00047249 0.00022249 -0.000177549 0.000729022
internal_weight=0 0.0333823 0.0321432 0.0302643 0.029069 0.0277468 0.0265741 0.0252839 0.0242745 0.0232236 0.018025 0.00519861 0.00404684 0.0166627 0.0029726 0.0136901 0.0105537 0.0087729 0.0077463 0.00663021 0.00354763 0.00234067 0.00308257 0.00313637 0.00279099
internal_count=3910 3318 3185 3029 2933 2832 2415 2349 2082 2047 1666 381 348 1335 119 1216 1020 950 755 695 133 103 562 196 308
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=27
num_cat=0
split_feature=1213 1429 1374 160 1374 453 0 1 133 11 49 49 3 42 376 15 4 48 52 52 16 16 16 0 43 15
split_gain=0.000554891 0.000581299 0.000545601 0.000487729 0.000482086 0.000461058 0.000545595 0.000444758 0.000558705 0.000613301 0.000551047 0.000437474 0.000620376 0.00045721 0.000580567 0.000307664 0.000282939 0.00026511 0.000302924 0.000383707 0.000250644 0.000411181 0.000230295 0.00022857 0.000314445 0.000142501
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.40446999999999994 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.11368000000000002 0.10681500000000001 0.080455000000000013 -0.029304999999999998 -0.084934999999999997 -0.0026499999999999996 -0.090359999999999982 0.048375000000000008 -0.10192499999999999 -0.49269499999999994 0.10417000000000001 -0.014099999999999998 0.067395000000000024 0.0015250000000000001 -0.055679999999999993 0.18126 -0.10131499999999999 -0.015214999999999998 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 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 25 8 9 11 -9 12 -8 -13 15 -15 -17 18 -12 -20 21 23 -22 -18 -25 -6
right_child=1 2 -4 4 5 -7 7 10 -10 -11 17 13 -14 14 -16 16 20 -19 19 -21 22 -23 -24 24 -26 -27
leaf_value=-0.00092523503832965862 -0.0011348878488356522 -0.00095736195917939986 -0.0010418048003349122 -0.00074967001756309239 0.0013449541267188294 -0.00070327274070813037 0.00021468522620451879 0.0012554764061025135 -0.00099126994860179751 -0.00073741880377281013 0.00058223642828943004 -0.00070177761963842651 -0.0012792917626170675 -0.00038934911011045883 0.0013503129807034124 -0.00040965571104386846 0.00099880167237027806 0.00095078258668254332 -0.0006758211092732267 0.00044244717392185836 0.0012321608957996165 -0.00031669589202220402 0.00040381428495105137 0.00076553665209734621 -0.00040192606768200707 0.00054796588285612629
leaf_weight=0.0015454408962448365 0.0010100210761788677 0.0010306225036149632 0.0010508023544664171 0.0014453951615660534 0.0010978112483073232 0.0013992450245972057 0.0016883768354660766 0.0016474678199998039 0.0012160322000462345 0.0019174684989484705 0.0018715328794367547 0.001012367486779151 0.0010954630278776625 0.0014896378266444832 0.0013158220160761616 0.0010161772876768815 0.0016029146543587941 0.0010471856660093717 0.0017589577135642817 0.0012579806155352813 0.0015268175445470877 0.0019624530496937026 0.0016905557859702713 0.001208669192793721 0.0010141885743146506 0.0010483446331410661
leaf_count=592 181 250 77 68 25 93 112 103 391 122 105 195 31 157 71 49 65 61 125 93 140 207 135 157 256 49
internal_value=0 2.11731e-05 5.51042e-05 8.96541e-05 0.00012303 0.000163871 0.000205021 0.000146098 2.39309e-05 9.05143e-05 0.00046439 0.000186014 -0.000373207 0.000298502 0.000377447 0.000266243 0.00036369 0.00024482 9.35924e-05 -0.000209534 0.000450953 0.000258653 0.00079691 0.000553782 0.000232877 0.000955645
internal_weight=0 0.0354223 0.0344123 0.0333615 0.0323309 0.0308855 0.0294862 0.0273401 0.0197569 0.0185409 0.00758312 0.0166234 0.00278384 0.0138396 0.0128272 0.0115114 0.0100218 0.00593566 0.00488847 0.00301694 0.0090056 0.00578823 0.00321737 0.00382577 0.00222286 0.00214616
internal_count=3910 3318 3137 3060 2810 2742 2649 2575 2088 1697 487 1575 143 1432 1237 1166 1009 384 323 218 960 685 275 478 413 74
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=16
num_cat=0
split_feature=15 158 457 41 151 51 49 150 15 4 16 3 16 2 0
split_gain=0.000102332 0.000135379 0.000119076 0.000138797 0.000116729 0.000193014 0.000175707 0.000173643 0.000157229 0.000205018 0.000308416 0.000151965 0.000130109 0.00011008 0.00010391
threshold=-0.24219999999999997 0.085745000000000002 -0.0034949999999999994 0.078150000000000011 0.056555000000000001 0.013805000000000001 -0.085174999999999987 0.082965000000000025 -0.07142999999999998 -0.49837999999999999 -0.013279999999999998 -0.074234999999999982 0.15100500000000003 0.096750000000000017 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 5 6 -4 8 -8 -10 -11 -12 -13 -7 -1
right_child=1 -3 3 -5 -6 13 7 -9 9 10 11 12 -14 -15 -16
leaf_value=-0.00028643703039173352 -0.0018745516453524298 -0.002370342673904713 -0.0023718078011854549 -0.0020712221809436144 -0.0017772692985458696 0.0031518416938691139 -0.0016085777108227539 0.0028724330382920481 -0.0018750398197096513 -0.0012181587838673682 0.0036021916558319975 0.0027072977210030502 -0.00037900688824434519 0.00056734567336750468 0.0024618991751108573
leaf_weight=0.0010346667397135439 0.0013734784382211157 0.0011189630858461841 0.0011279744773662346 0.0011355109784827446 0.0010745842657052815 0.0015245581472665909 0.0019095903378501394 0.0010247296600982567 0.0012612264149107766 0.001785257054861128 0.0015792192681173267 0.0010391888306695574 0.0013014197648743564 0.0012844610151483554 0.0013299083597697698
leaf_count=72 294 333 89 156 100 275 458 177 115 946 270 108 78 194 245
internal_value=0 -0.000177408 -3.65562e-05 0.000120753 0.000287664 0.000448019 6.03544e-05 0.00033745 4.47838e-05 0.000498 0.00102261 0.00204315 0.000991258 0.00197005 0.00125931
internal_weight=0 0.0185402 0.0174212 0.0160477 0.0149122 0.0138376 0.0110286 0.00990063 0.0088759 0.00696631 0.00570508 0.00391983 0.00234061 0.00280902 0.00236458
internal_count=3910 3593 3260 2966 2810 2710 2241 2152 1975 1517 1402 456 186 469 317
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=14
num_cat=0
split_feature=14 15 15 0 0 48 0 132 47 13 13 12 2
split_gain=9.54896e-05 0.000101266 0.000111108 0.000121809 0.000175954 0.00020327 0.000146472 0.000159114 0.00015399 0.000156497 0.000201546 0.000135769 8.38446e-05
threshold=0.073890000000000011 -0.26361999999999991 -0.11739999999999999 -0.10575999999999998 -0.14733499999999997 0.086285000000000014 -0.074249999999999997 0.080815000000000012 0.085165000000000018 -0.089899999999999994 0.14810000000000004 0.085325000000000012 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 11 8 9 -8 12 -5 -11
right_child=-2 2 3 6 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.0012214948361840717 -0.0014641155042372919 -0.0012084683982365077 0.0012533834468051695 -0.0003071678131959058 0.0019686574499209832 -0.0011271928123591716 0.0007910758906881153 0.0019522813986639265 0.0010568464381686478 -0.0010191937075292596 0.00027423103143156259 -0.0025275381289265289 -0.0029479604382483906
leaf_weight=0.0016882636253147702 0.0010417071067353725 0.0017844063613492158 0.0017399526375779795 0.0017012777799833264 0.0017719747855892099 0.0017459815181446459 0.0014580461413944423 0.0010145928168738549 0.0019214722727944888 0.0010108315520369719 0.0015078543466828798 0.0011028634638630963 0.0011949332855660522
leaf_count=297 135 288 109 485 189 76 60 115 131 188 74 1348 415
internal_value=0 6.7325e-05 -4.12036e-05 8.76093e-05 0.000703926 6.10367e-05 -0.000209365 0.00012649 -0.000134669 -0.000577362 -0.00111464 -0.00118044 -0.00206407
internal_weight=0 0.0196425 0.0179542 0.0161698 0.00525791 0.00348593 0.0109119 0.00810773 0.00709314 0.00517167 0.00371362 0.00280414 0.00220576
internal_count=3910 3775 3478 3190 374 185 2816 983 868 737 677 1833 603
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=16
num_cat=0
split_feature=4 15 48 1375 15 15 1 2 42 13 12 2 3 51 2
split_gain=9.06633e-05 0.000139935 0.000130732 0.000122588 0.000137276 0.000236761 0.000221639 0.000171024 0.000159736 0.000100457 0.000186996 9.7658e-05 0.000179641 8.99665e-05 8.57365e-05
threshold=0.27020000000000005 -0.11739999999999999 0.093225000000000016 -1.0000000180025095e-35 -0.094924999999999995 -0.017214999999999998 0.10471000000000001 0.087005000000000013 0.084100000000000022 -0.0019849999999999994 0.096055000000000015 -0.13811499999999996 0.11265500000000002 0.094915000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 8 -6 9 10 -7 -2 -13 -4 -11
right_child=11 2 13 4 5 6 -8 -9 -10 14 -12 12 -14 -15 -16
leaf_value=-0.0022370567968846141 -0.00066271005520489139 -0.0022423356936343334 -9.0229835313310904e-05 0.0015822226979762604 -0.00074713107893980462 0.0024567235009417907 0.0024800770309269461 -0.0037510782531550049 -0.0017751593908346569 -0.0015000233767956115 -0.0008337612876560095 0.0029978369012284259 -5.9135819006563546e-05 0.0022564548941779406 0.00070765432205801497
leaf_weight=0.0010906194344577859 0.001100330457446369 0.0010189619397405489 0.0010004392198620362 0.0014561031006451427 0.0019130397895510262 0.0014908894010160906 0.00123152204100338 0.0010022660907513456 0.0017394284452263153 0.0014035860850153525 0.0010022037564949571 0.0012946024643674938 0.0013761876588321981 0.0013082937183021559 0.0010802719649986026
leaf_count=253 68 134 131 155 275 455 147 409 820 333 58 267 137 120 148
internal_value=0 -0.00019687 -5.46655e-05 -0.000278686 -0.000116267 -0.000343933 0.000182773 -0.00177987 -0.000238463 0.000298607 0.00113397 0.000814194 0.00142266 0.00123957 -0.000539867
internal_weight=0 0.0167376 0.015647 0.0133383 0.0123193 0.0108632 0.0079479 0.00291531 0.00671638 0.00497695 0.00249309 0.00377112 0.00267079 0.00230873 0.00248386
internal_count=3910 3438 3185 2934 2800 2645 1961 684 1814 994 513 472 404 251 481
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=25
num_cat=0
split_feature=31 1456 1213 133 1374 2 14 11 457 0 0 14 157 15 49 51 150 42 133 52 15 15 2 13
split_gain=0.000454344 0.000416576 0.000451805 0.0003516 0.000377531 0.000319778 0.000286598 0.000356008 0.000309478 0.000293593 0.00087955 0.000655732 0.00038554 0.000402362 0.000621339 0.000314287 0.000226197 0.000178803 0.000230546 0.000323012 0.000155166 0.000333928 0.000208066 8.63729e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.14808000000000002 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 -0.10575999999999998 -0.089879999999999974 -0.13131999999999996 -1.0000000180025095e-35 -0.03231499999999999 -1.0000000180025095e-35 -0.021064999999999997 0.082085000000000019 0.091330000000000008 0.083815000000000014 -0.07984999999999999 -0.015439999999999997 -0.14487999999999998 0.084145000000000011 -0.088444999999999982
decision_type=2 2 2 2 2 2 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 11 -11 -10 -12 15 -15 -14 20 18 19 -16 21 -13 -22 -21
right_child=1 2 3 -5 5 -7 -8 -9 9 10 12 16 13 14 17 -17 -18 -19 -20 23 22 -23 -24 -25
leaf_value=0.00087525834588381656 -0.00087659066411588382 -0.00084969869438036752 -0.00070525734302512722 -0.00078096854311327619 -0.00042551027276792666 0.00091652487306864878 -0.00067597784736637609 -0.00058901208295090947 -0.00045774005410676068 -0.0011754051185053291 -0.00065267662469678772 0.0008009397042138517 0.00017038320335781653 -0.00093931116533502103 0.00093933212891438662 0.0011254309614335087 0.001072350874209561 -0.00026677275415753278 0.00099051227873525171 0.00031078681154032205 0.0012639948128369499 -0.00027672877953125916 0.00030082322515637117 -0.00024317965885806966
leaf_weight=0.0012754469534582416 0.0013335561080523436 0.0014093425507565585 0.001398057423148912 0.0011824288471861668 0.0019566404762743064 0.0010651477385265227 0.0011341501815141366 0.0015961364296046545 0.0015545844961266653 0.0011972396051850983 0.0011307118090659882 0.0012152578793915292 0.0013687308328662606 0.0011536845576820562 0.0010437274603889426 0.0018776382675954615 0.0019332528590654818 0.001149628154681448 0.0011539603822571243 0.0010004803442020789 0.0010025509275663948 0.0014473663462045705 0.0010602036747044963 0.0018284041847065561
leaf_count=113 369 555 63 434 243 139 75 117 42 271 252 69 135 73 59 177 109 79 40 47 17 83 47 302
internal_value=0 -4.71555e-05 -1.13122e-05 2.88092e-05 6.26821e-05 0.000102639 6.90436e-05 0.000103294 0.000151184 0.000204618 6.20337e-05 0.000428639 0.000188583 0.000278523 8.17701e-05 0.000722765 0.000635581 0.000272503 0.000395841 0.000218641 0.000456889 0.000215134 0.000768949 -4.72605e-05
internal_weight=0 0.0321929 0.0308593 0.02945 0.0282676 0.0268695 0.0258043 0.0246702 0.0230741 0.0211174 0.0129042 0.00821322 0.011707 0.0105763 0.00732989 0.00324637 0.00665863 0.0061762 0.00502657 0.00387261 0.00472538 0.00266262 0.00206275 0.00282888
internal_count=3910 3797 3428 2873 2439 2376 2237 2162 2045 1802 1435 367 1164 912 600 312 325 527 448 408 216 152 64 349
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=27
num_cat=0
split_feature=1456 1213 52 453 38 1374 0 12 1 4 159 1 52 0 4 2 49 3 12 151 47 2 13 12 13 0
split_gain=0.000554086 0.000528418 0.000442431 0.000437471 0.000445481 0.000485688 0.000465663 0.000429557 0.000410687 0.000552754 0.000375554 0.000424973 0.000461855 0.000353864 0.000476596 0.000626611 0.000379006 0.000393759 0.000385976 0.000337784 0.000341588 0.000323304 0.000241369 0.000214503 0.000199896 0.00016925
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.230625 -1.0000000180025095e-35 0.099595000000000017 -0.030814999999999995 -0.034019999999999988 0.11327500000000001 0.11401500000000002 -0.076099999999999987 -0.23071499999999998 0.106285 -0.085974999999999982 0.086245000000000016 0.085775000000000004 0.063570000000000015 0.11896000000000002 0.099675000000000014 -0.069479999999999986 -0.065214999999999981 -0.019614999999999997 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 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 -9 12 13 16 15 22 -12 18 24 20 25 -16 -15 -10 -18 -13
right_child=1 2 3 -5 -6 6 7 10 23 -11 11 19 -14 14 21 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.001048636246540111 -0.00096867186429826127 -0.0010564177084675123 -0.00081491008955359269 -0.00095040786239490355 -0.00076129720784975311 0.00077271582192340118 0.00060966541921530885 -0.00076549690386957408 0.0013595018754144531 -0.00085206565286100543 -0.0010130497113795686 0.0012986947545590912 -0.0010340934353607965 -0.00013032962696765565 0.0011476654860766375 0.00075603219947865963 0.00039778838725304039 0.00040668880691648924 -0.00095120616117279604 -0.0003731965438607209 -6.8868013071428263e-05 7.3118534421269472e-05 -0.0011096351917986298 0.00044431170837877417 -0.00041785610858931363 0.00049292083345878559
leaf_weight=0.001558117488830473 0.0016293550694621009 0.0010379048879698418 0.0014999922235947585 0.0012005863142157116 0.0017620674301253017 0.0018535395165870583 0.0013101371207113743 0.0016691329006209834 0.0010360309521662107 0.0010130034264435065 0.0013072606095645423 0.0012287542475754032 0.0012061026827000507 0.001108067520590339 0.0014440753250624183 0.0010850873845242859 0.0012427561946676546 0.0020233670634581813 0.0016555634597997873 0.0010423061987143711 0.0011534914139588182 0.0010813193735117466 0.0011150577694252206 0.001245342781748815 0.0014236099528628842 0.0010830292193590987
leaf_count=369 555 298 68 81 85 73 25 355 262 96 73 52 166 14 149 11 135 25 607 17 24 88 54 43 73 112
internal_value=0 -0.000142654 -0.000101656 -7.04835e-05 -3.59475e-05 8.38992e-06 5.35812e-05 1.25448e-06 0.000412075 -2.77212e-05 -8.93887e-05 -3.06114e-05 -0.000153069 -7.4277e-05 0.000201422 -0.000169687 -0.000284445 -0.000134338 -0.000387626 0.000368535 0.000591637 0.000687568 -0.000621522 0.000859923 -3.76955e-05 0.000921204
internal_weight=0 0.0344569 0.0328276 0.0317897 0.0305891 0.028827 0.027327 0.0254735 0.00460451 0.00232314 0.020869 0.0191998 0.0146923 0.0134862 0.00583361 0.00330821 0.00765256 0.0063453 0.00432193 0.00450758 0.00346527 0.00252539 0.00222313 0.00228137 0.00266637 0.00231178
internal_count=3910 3541 2986 2688 2607 2522 2454 2381 426 121 1955 1600 1395 1229 316 79 913 840 815 205 188 237 68 305 208 164
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=17
num_cat=0
split_feature=484 159 43 40 15 133 43 16 4 1 3 1 0 42 1 2
split_gain=9.06084e-05 9.63194e-05 0.000150653 0.000208038 0.000141006 0.000131985 0.000121428 0.000314009 0.000244297 0.000161138 0.000192452 0.000152953 0.000139598 0.000220234 0.000108985 8.70818e-05
threshold=-0.0043499999999999988 -0.034019999999999988 0.16180500000000003 -0.08347499999999998 -0.24219999999999997 0.087330000000000019 -0.068454999999999988 0.081265000000000018 -0.10647999999999999 0.11215000000000001 0.096385000000000012 0.086430000000000021 -0.017269999999999997 0.083725000000000008 0.087480000000000016 0.087995000000000004
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 6 12 8 -8 10 11 -10 13 -6 -15 -13
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 15 -14 14 -16 -17
leaf_value=-0.0013670712147534252 -0.0015566329417668493 0.0027336359639742536 -0.0019048862019278255 0.0016212361070335008 -0.0015838036547575524 -0.0017610567340157206 0.0025857627574924326 -0.0028525619435284099 -0.0021642591371535996 -0.0022703082586634882 0.0022367495233408118 -0.00068714449176264156 0.0023884370861513766 0.0024301972045598801 0.00019765236185956175 0.0014805903618498827
leaf_weight=0.0014362554023495807 0.0010499423660302312 0.0010144873742528654 0.0010157567101983294 0.0017693262552661735 0.0013275441969429203 0.0012526030088921844 0.0010796384672417921 0.0012607575992848452 0.0011197778211300647 0.0010397181121790666 0.0010481909602582107 0.0012062734425802579 0.0012569314213504131 0.0011945482029459553 0.0015455059711588226 0.0010843661167463381
leaf_count=612 253 166 240 231 257 625 55 217 578 101 57 155 50 111 159 43
internal_value=0 7.82251e-05 0.000172459 0.00029514 0.000142295 -3.92224e-05 0.000124626 -0.000314785 0.000171615 -0.000302421 0.000156477 -0.000482894 0.000771522 0.000271878 0.00117095 0.00033904
internal_weight=0 0.0192654 0.0182154 0.0171997 0.0161852 0.0144159 0.0131633 0.00783872 0.00657796 0.00549833 0.00445861 0.00341042 0.00532453 0.0040676 0.00274005 0.00229064
internal_count=3910 3298 3045 2805 2639 2408 1783 1206 989 934 833 776 577 527 270 198
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=30
num_cat=0
split_feature=1429 1213 1374 151 4 11 1456 133 15 40 15 1 40 0 0 2 3 1 3 42 49 2 51 13 1 16 16 3 13
split_gain=0.000550263 0.000499834 0.000444044 0.000434146 0.000441315 0.000693164 0.00045599 0.000492594 0.000573667 0.000506663 0.000385594 0.00037679 0.000340768 0.000308862 0.000321883 0.000404516 0.000280737 0.000390476 0.000558419 0.000918071 0.000431205 0.000299834 0.000351135 0.000280278 0.000275693 0.00017827 0.000133754 9.90649e-05 1.66082e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.27336999999999995 0.24280000000000004 0.079700000000000007 -1.0000000180025095e-35 0.10681500000000001 -0.095799999999999982 -0.083709999999999993 0.10043500000000001 0.094385000000000011 -0.051069999999999997 -0.15137999999999999 -0.11756999999999999 -0.13811499999999996 0.10420500000000001 1.0000000180025095e-35 -0.115685 0.08401500000000002 -0.069934999999999983 1.0000000180025095e-35 -0.084074999999999997 -0.009244999999999998 0.11215000000000001 0.011450000000000002 0.041215000000000009 0.076695000000000013 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -10 12 -8 -11 -6 -15 -16 17 18 26 -20 -19 22 -22 -17 25 -18 -14 -23 -21
right_child=1 2 -4 4 13 -7 7 -9 9 10 -12 -13 16 14 15 23 24 20 19 28 21 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010052193289623594 -0.0007496251656022039 -0.00079809653587418529 -0.00086262993854705557 -0.0008477656189607236 0.00092595883606076614 -0.0011061052869358085 -0.0010319092956572831 -0.00074127767466854351 0.0012407940247885524 -0.00036345683877525022 -0.00049577059422481104 6.4840721832435176e-06 0.00011265257014890314 -0.00043187555999140879 -5.436345696466795e-05 0.00032079755427130089 0.0013660534421365777 -0.000324550708781962 -0.0014284240374531877 1.0205072856811712e-05 0.00082899710982104477 0.0012720502949707566 -0.00033146307054529958 0.0013308126968656399 0.00018101774794041225 0.00057428247680837909 0.00081303596266692928 0.00070184381039928572 0.00026492329332091728
leaf_weight=0.001104250437729464 0.0016510080772065691 0.0011031571262369857 0.0010441189611518622 0.0010474057189105426 0.0018698491296020303 0.0010590453003200819 0.0012125829492274564 0.0012931490056594377 0.0010095663740193874 0.0015991811915886936 0.0014868304603787288 0.0017300080617799196 0.0010182399837843541 0.0011130998131954062 0.0018844226785438289 0.0010837497795577744 0.0011679433540621184 0.0011026198853425484 0.0011938086062120183 0.001013114063441789 0.0011163563782599084 0.0013287764814151615 0.0010161389024279099 0.0011609699600489956 0.0014627969735285795 0.0011527202383803115 0.0012261067468841702 0.001167971927402256 0.0010777876277394682
leaf_count=181 592 90 77 290 116 127 174 388 81 67 159 69 28 69 58 160 17 46 335 225 31 42 211 79 57 32 21 42 46
internal_value=0 1.82374e-05 5.47282e-05 8.31527e-05 0.000112979 2.51752e-05 7.42303e-05 0.000115543 0.000165718 0.000255984 0.000201147 -0.000421417 0.000263405 0.000427573 0.000249804 0.000433566 0.000330039 0.000216943 -5.38643e-05 -0.000429077 0.000478168 0.000669364 0.000276035 0.000843178 0.000666652 0.000972765 0.000495278 0.00100531 0.000141504
internal_weight=0 0.0363925 0.0347415 0.0336974 0.0325942 0.0254822 0.0244231 0.0233757 0.0220826 0.01914 0.0181304 0.00294259 0.0166436 0.00711209 0.00524224 0.00412914 0.0150444 0.0112609 0.00552906 0.00328471 0.00573186 0.00462924 0.0021325 0.00224472 0.00378346 0.00232066 0.00224435 0.00249675 0.0020909
internal_count=3910 3729 3137 3060 2970 2488 2361 2071 1683 1440 1359 243 1200 482 366 297 1133 1027 655 606 372 326 242 239 106 49 49 84 271
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=25
num_cat=0
split_feature=1213 1456 453 1374 0 31 480 133 38 13 40 42 43 39 3 49 13 1 150 47 0 16 16 1
split_gain=0.000501574 0.000472614 0.000435876 0.000403215 0.00056644 0.000393576 0.000351468 0.000338991 0.000327151 0.000367214 0.000343324 0.000616338 0.000453731 0.000425771 0.000427232 0.000575514 0.000430778 0.00042614 0.000340419 0.000445395 0.000360647 0.000238098 0.000401363 0.000240588
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.230625 -1.0000000180025095e-35 0.08456000000000001 0.10681500000000001 0.084445000000000006 -0.45122499999999993 0.028705000000000001 -0.10770999999999999 -0.26007999999999992 0.005105000000000001 -0.11266 -0.029304999999999998 0.068400000000000002 0.12864500000000004 0.086420000000000011 0.090280000000000013 -0.068899999999999989 -0.083564999999999987 1.0000000180025095e-35 0.085990000000000011
decision_type=2 2 2 2 2 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 -11 -13 14 15 -14 -17 18 19 20 21 23 -23 -16
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 12 13 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00086000512123166094 -0.00078906631824596479 -0.00065662403975942597 -0.00080636790284382444 0.00089059323134669643 0.00089235701709835299 0.00085921752688626726 -0.00078437151583345642 -0.00068804852984842894 -0.00064483630920178915 -0.00091455081531959491 0.00093078105641157625 0.00082050670564287522 0.0010364134658125055 0.00087639191832994759 -3.8713984381715711e-06 0.0004829662644095685 -0.00048230429897699585 0.00061299958792645039 -0.0010430657960170669 -0.00094005021880329211 -0.00081450728523613247 -0.0007847843950444395 0.00034720248103384949 0.00092037224100739517
leaf_weight=0.0014114799167728445 0.0014404018426822226 0.001430811060326497 0.0011745145703820894 0.0019660141059421 0.0012100239560086648 0.0014665303399075879 0.001047577170864295 0.0011698079608074277 0.0011422019833275945 0.0012816464253278389 0.0010161532291572675 0.001821782654132238 0.0016393542277697293 0.0012389875644307482 0.0011690208611104709 0.0019971638090532243 0.0019292828465040657 0.0012185915290100499 0.0011560936046498549 0.0013830564658797867 0.0010207658597934204 0.0012108580136172831 0.0014742960657658788 0.0012234086733080574
leaf_count=592 332 68 91 74 110 62 249 378 73 133 34 35 50 172 227 97 125 65 142 144 144 308 147 58
internal_value=0 2.69443e-05 6.43913e-05 9.82411e-05 0.000135766 8.04273e-05 4.206e-05 7.73119e-05 0.000115591 0.000154633 0.000104909 6.24477e-05 0.000130196 5.47139e-05 -1.12993e-05 0.000311386 8.67485e-06 -0.000193522 -0.000307307 -0.000193611 -2.43244e-05 0.000134529 -0.000163262 0.000468756
internal_weight=0 0.0328283 0.0313879 0.0302134 0.0287826 0.0268166 0.0256066 0.024559 0.0233892 0.022247 0.0207805 0.0197643 0.0184827 0.0166609 0.0154219 0.0055658 0.00392645 0.00985609 0.0086375 0.00748141 0.00609835 0.00507758 0.00268515 0.00239243
internal_count=3910 3318 2986 2895 2827 2753 2643 2394 2016 1943 1881 1847 1714 1679 1507 272 222 1235 1170 1028 884 740 455 285
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=17
num_cat=0
split_feature=14 52 1 475 0 13 0 457 0 2 16 0 2 47 52 0
split_gain=9.30199e-05 8.8452e-05 0.000104967 0.00021428 0.000188522 0.000159651 0.000150622 0.000149882 0.000285046 0.000175465 0.000131795 0.000162395 0.000112083 0.000100917 8.23567e-05 7.18497e-05
threshold=0.073890000000000011 -0.40083499999999994 1.0000000180025095e-35 -0.050754999999999995 -0.017269999999999997 -0.089899999999999994 -0.084074999999999997 -0.0015249999999999997 -0.087359999999999979 0.11230000000000001 -0.083564999999999987 0.18055000000000002 0.090695000000000012 0.086785000000000015 0.091210000000000013 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 13 -3 -7 9 12 -8 14 15 -5 -12 -9
right_child=-2 2 3 4 -6 7 10 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.001427971601511371 -0.0016330342086318746 -0.0019456222561600681 0.002695750249540422 0.0025708686883511318 0.0020924776391199351 -0.0024027268418481801 0.0016241486935978486 -0.00063078892779900447 -0.0019148159519933063 -0.0011015485981251581 -0.002554360847967006 0.0011564342425291454 0.0024432711217188827 0.00010725300011707209 -0.00036071380819100427 0.0013769950186935224
leaf_weight=0.0011523067730387073 0.0010470535114358295 0.0015376462284369683 0.0011806640494966833 0.0010129190712688816 0.001437173302353629 0.0010169853963872847 0.0012202714397011039 0.001028012834538572 0.0019617464834378318 0.0013813782734817034 0.0010290993536710025 0.0011583464522431086 0.0014149628657200708 0.0010367568821489925 0.0010816913205685952 0.001179193255561292
leaf_count=389 135 950 203 217 184 69 150 47 543 86 374 25 90 58 280 110
internal_value=0 6.46317e-05 0.000156721 0.000443972 0.000212167 -5.7205e-05 -0.000446171 -0.000412057 -0.000121404 0.000581741 6.7399e-05 -0.000513689 0.00122369 0.00132473 -0.00143021 0.000441864
internal_weight=0 0.0198292 0.0186768 0.0126498 0.0114691 0.010032 0.00602705 0.00798228 0.00696529 0.00500355 0.00448941 0.00326914 0.00362217 0.00204968 0.00211079 0.00220721
internal_count=3910 3775 3386 1607 1404 1220 1779 945 876 333 829 679 247 275 654 157
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=24
num_cat=0
split_feature=31 1213 1374 1456 453 0 475 38 124 1 52 0 13 4 16 1 48 0 42 2 51 12 12
split_gain=0.000502903 0.000445075 0.000369565 0.000388451 0.000434848 0.00047862 0.000344678 0.000358709 0.000449133 0.000221614 0.000444721 0.000449268 0.000446273 0.000350552 0.000348383 0.000292159 0.000218905 0.000202905 0.000197193 0.000192659 0.000401651 0.000275706 0.000244548
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 -0.084049999999999986 1.0000000180025095e-35 -0.048219999999999992 0.11235500000000002 0.11401500000000002 -0.076099999999999987 -0.083514999999999992 -0.49837999999999999 -0.035699999999999989 0.09112000000000002 0.090045000000000014 0.076335000000000014 0.084100000000000022 0.11230000000000001 0.13881000000000002 0.10297500000000001 0.12466000000000001
decision_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 16 -7 8 -8 10 11 12 18 -13 -15 -14 -5 -16 -10 21 -21 -11 -23
right_child=1 2 3 4 -6 6 7 -9 9 19 -12 13 15 14 17 -17 -18 -19 -20 20 -22 22 -24
leaf_value=0.00088516444161653633 -0.00087382608552438745 -0.00074116282872187234 -0.00076032165323676763 0.0012528028390034864 -0.00089058886862257197 -0.00076547105837095324 0.00085666617676487418 -0.00064588708138693196 0.00054380040028032916 -0.00035950206687125478 -0.00081716768884709974 -0.00033982674985856163 -0.00019229718511906566 -3.0031072457664086e-05 0.00051582853420541219 -0.0010550202557573374 0.00033605637046815967 0.0013065185588865386 -0.00023245422199125331 0.0010136478935288775 -0.00012279806367237838 0.00093268943738879868 -5.1121945854163927e-05
leaf_weight=0.0013041911770527428 0.0014057638304935524 0.001490938255211737 0.0013554411849011202 0.0010118471085846991 0.0010372693330964458 0.0011488940443097678 0.001665449382296221 0.0014605976643002885 0.0016041837082374447 0.0018567216604243866 0.0015030881105837788 0.0013309562710697165 0.001863678537501458 0.001620881335556934 0.0018364167120473599 0.0016205860558375917 0.0013328639598455538 0.00117542932644632 0.0013151051899139704 0.0017422300101282012 0.001133615398089205 0.0010604708423844755 0.0011774437140950056
leaf_count=113 592 67 332 54 89 240 165 85 87 82 319 81 617 162 159 119 28 39 205 191 40 26 18
internal_value=0 -5.58117e-05 -1.91243e-05 1.6936e-05 5.39049e-05 8.95814e-05 2.96381e-05 6.77531e-05 0.000114067 5.47232e-05 -5.39084e-05 3.88565e-05 -0.000234476 0.000332349 0.000525461 -0.000593563 0.000731673 0.00082441 0.000194107 0.000270886 0.000565678 6.384e-05 0.000415072
internal_weight=0 0.0327499 0.0313441 0.0298532 0.0284977 0.0274605 0.0251157 0.0239669 0.0225063 0.0208408 0.0138703 0.0123672 0.00640355 0.00596368 0.00463273 0.00348426 0.00234471 0.00301185 0.00291929 0.00697048 0.00287585 0.00409464 0.00223791
internal_count=3910 3797 3205 3138 2806 2717 2635 2395 2310 2145 1788 1469 1028 441 360 736 82 198 292 357 231 126 44
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=15
num_cat=0
split_feature=38 124 484 48 40 3 15 3 52 52 2 150 12 2
split_gain=0.00011228 0.000209211 0.000158172 0.000107429 0.000138436 0.000201483 0.000250553 0.000287171 0.000232824 0.000201445 0.000157744 0.000147688 0.000127176 0.000112649
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 -0.062739999999999976 0.10666500000000002 -0.03231499999999999 -0.13927999999999999 0.092885000000000009 0.0033900000000000002 0.10679500000000001 0.087235000000000021 0.085845000000000019 0.087995000000000004
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 -6 9 13 -7 12 -9 -8
right_child=-2 2 3 -5 5 10 8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.0020346424918102094 -0.0019775453246408544 -0.0021908569809815023 -0.001995103203859146 -0.0018060324125266573 0.0033335075509497649 0.0032506140207342418 -0.0021735354057336891 0.0019925896514796843 -0.0031926509137250913 0.0019837640227472458 0.00045535199514195462 -0.0014684145272365425 -0.00035895628116242706 2.3428578519387875e-05
leaf_weight=0.0017950918599151785 0.0010077819294294068 0.0012359271043223706 0.0010059632952922259 0.0010700105671586626 0.0012832898117401403 0.0013265809302859819 0.0015902701068987706 0.001679523529569257 0.0012872167318484715 0.0010680978863262733 0.001617754341981692 0.0014498782416866307 0.0016422115808847407 0.0017922661802883821
leaf_count=277 95 592 115 96 103 79 509 155 415 445 141 79 504 305
internal_value=0 7.83439e-05 -0.000116223 3.62832e-05 0.0001615 0.000308711 -4.23433e-05 0.000810245 -0.000942042 -0.000291119 0.00171477 0.000131632 0.000830024 -0.00100945
internal_weight=0 0.0198441 0.018049 0.0168131 0.0157431 0.0147371 0.0117928 0.0060549 0.00573785 0.00445063 0.00294434 0.00477161 0.00332174 0.00338254
internal_count=3910 3815 3538 2946 2850 2735 2515 841 1674 1259 220 738 659 814
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=27
num_cat=0
split_feature=1213 1456 453 133 38 1374 0 13 39 42 43 475 48 159 1 12 42 52 3 49 13 13 16 0 4 12
split_gain=0.000438267 0.000384013 0.000464307 0.000404124 0.000404568 0.000390507 0.000430122 0.000357388 0.000319149 0.000369037 0.000363319 0.00034712 0.000308097 0.000294397 0.000370443 0.000417549 0.000507383 0.000377202 0.000471028 0.000526177 0.000321808 0.000311762 0.000213039 0.000354115 0.000100942 2.43002e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -0.45122499999999993 0.085060000000000011 -0.089024999999999979 0.10440000000000002 -0.084049999999999986 0.086870000000000017 -0.034019999999999988 0.13662500000000002 0.11878500000000002 0.098285000000000011 0.092885000000000009 -0.100615 -0.084674999999999986 -0.13934999999999997 -0.083514999999999992 -0.057604999999999996 -0.10131499999999999 -0.07712999999999999 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 12 -8 10 -10 11 -9 -7 -13 15 16 17 18 20 -20 -15 -21 -23 -24 -22 -19
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 13 -14 14 -16 -17 -18 25 19 21 24 22 23 -25 -26 -27
leaf_value=-0.0008593485245247818 -0.000788740745974919 -0.00064802212696732592 -0.00090969771794574387 -0.00076854785332840085 -0.00068363039013874993 0.0014980805681317285 0.00090012060057806267 -0.00074109457045384213 -5.9256718284437093e-05 0.0011368521186411336 -0.00081856029160276404 -0.00051710777374623998 0.00037975404844523052 -3.885222186128731e-05 0.0011169424087030936 -0.00069198240033787792 0.0011486163728227387 -0.00065211623037923902 -0.0010029161153550525 0.00081869796644727059 0.0007017705997949123 -0.00063162973163144323 0.00076586033550560294 -0.00033987083489583686 0.0013178097997690943 -0.00031168169019502544
leaf_weight=0.0013888785949789017 0.0013193673350766757 0.0012949945142821653 0.0011291328720486318 0.0012254212629271835 0.0013618050816099894 0.0010021478980095566 0.0014500887972886357 0.0011208233619025626 0.0010784011097566548 0.0014397367022945867 0.0011120282851543239 0.0014559368522950996 0.001427831045845096 0.0010019057710835 0.0010066630877698666 0.0012913018842137811 0.001293855223944985 0.0010046690991919469 0.0010446972844131456 0.0014149851149313194 0.0013341301754419277 0.0010303748031848456 0.0013332138816153291 0.0014401524075366191 0.0012146096691438776 0.0010000851328190175
leaf_count=592 332 64 91 436 87 51 72 228 31 252 219 218 31 33 62 31 52 67 67 151 92 194 27 248 83 99
internal_value=0 2.78882e-05 6.32035e-05 0.000100594 0.000138424 0.000180207 0.000222271 0.000157098 0.000107256 0.000624614 3.90459e-05 9.20653e-05 0.000840963 0.000147431 0.000210214 0.000146844 0.00022945 0.000128825 0.000253659 -1.36089e-06 0.00070352 0.000199133 -3.13443e-05 0.000191677 0.000995346 -0.000482288
internal_weight=0 0.0318284 0.030509 0.0293799 0.0281544 0.0267926 0.0254976 0.0230677 0.0216176 0.00251814 0.0190994 0.0179874 0.00242998 0.0168666 0.0154106 0.014404 0.0131127 0.0118188 0.00981407 0.00626342 0.00355065 0.00521873 0.00380374 0.00277337 0.00254874 0.00200475
internal_count=3910 3318 2986 2895 2459 2372 2308 2226 2154 283 1871 1652 82 1424 1206 1144 1113 1061 895 687 208 620 469 275 175 166
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=25
num_cat=0
split_feature=1213 1456 453 38 133 13 1374 0 39 159 1 42 147 157 0 132 160 2 48 151 42 4 4 16
split_gain=0.000516627 0.000445592 0.000452281 0.000398354 0.000368894 0.000417115 0.000358931 0.000414768 0.000361513 0.000392555 0.000527047 0.000384425 0.000369437 0.000339835 0.000293522 0.000363514 0.000435685 0.000380037 0.000247237 0.000220252 0.00014981 0.000287319 0.000293384 0.000122259
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 -0.45122499999999993 -0.094679999999999986 -0.230625 0.085060000000000011 -0.034019999999999988 0.13662500000000002 -0.089024999999999979 0.085530000000000009 -0.082189999999999999 -0.070894999999999986 0.080815000000000012 0.0088350000000000008 0.094580000000000011 0.08740500000000001 -0.0063399999999999993 0.084175000000000014 -0.020179999999999997 0.25367000000000006 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
left_child=-1 -2 3 4 5 -3 -7 -8 9 -9 12 -10 13 -11 18 16 17 23 19 -15 21 -21 -23 -16
right_child=1 2 -4 -5 -6 6 7 8 11 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.00086573159507091074 -0.00078191266954239229 0.00090054130846339018 -0.00084136960915496596 -0.00061591373145153503 -0.00073158677064150428 -0.00060044049010265469 0.00080997406802367836 -0.00062467720561818819 -9.3647082106115767e-06 -0.00070602025308497737 0.0010126320312333964 0.0010891152080736159 -0.00061399618046813133 0.00073490963335662784 0.0011733639306769357 0.0011685063161815366 -0.00058819609239149683 -4.0441546837572905e-05 -0.00050052639092334702 0.00064972748354488058 -0.00045697031022815047 -0.00051973030602739097 0.00044505590154115849 0.00053068049976519554
leaf_weight=0.0014666934202531281 0.0014170569802252056 0.0015127827813880548 0.0011572871384293295 0.0016249912364580945 0.0010294477771426716 0.0014129319033848722 0.0018934346343399888 0.0017500588771016115 0.0012210810724671006 0.0010375618053221061 0.0012452603315995505 0.0015154182818487008 0.0016985287664610374 0.0010006850073807647 0.0010979566309359439 0.0010530355897512278 0.0010968980710202025 0.0020089461359336092 0.0018258824887773945 0.0014428274376363549 0.0012265858647679539 0.001742017654063433 0.001086113430364577 0.0014686175011036084
leaf_count=592 332 73 91 91 432 64 73 286 31 181 67 252 101 87 28 46 40 168 168 291 207 124 31 54
internal_value=0 1.76191e-05 5.28615e-05 8.62544e-05 0.000125109 0.000156232 0.000114256 0.000153995 0.000101181 3.56333e-05 9.63546e-05 0.000598951 3.22016e-05 0.000100429 0.000156028 0.000382385 0.000236448 0.000434142 -2.68565e-05 0.000106236 -8.19763e-06 0.000120686 -0.000149215 0.000805615
internal_weight=0 0.0335654 0.0321484 0.0309911 0.0293661 0.0283366 0.0268238 0.0254109 0.0235175 0.020781 0.0190309 0.0027365 0.0177857 0.0160871 0.0150496 0.00672545 0.00567242 0.00457552 0.00832411 0.00649823 0.00549754 0.00427096 0.00282813 0.00256657
internal_count=3910 3318 2986 2895 2804 2372 2299 2235 2162 1879 1593 283 1526 1425 1244 336 290 250 908 740 653 446 155 82
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=15
num_cat=0
split_feature=38 12 1 160 484 3 133 3 48 0 4 15 47 52
split_gain=9.39681e-05 0.000176062 0.00019465 0.000152728 0.000148754 0.000127755 0.000155969 0.000148664 0.000135337 0.000198097 0.000165661 0.000162072 0.000331409 0.000102612
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.099595000000000017 -0.11175999999999998 -0.0043499999999999988 0.13772500000000001 0.084760000000000016 -0.22254999999999997 0.086215000000000014 -0.014809999999999999 0.0057500000000000008 0.035895000000000003 0.087850000000000025 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -6 9 11 -10 12 13 -9
right_child=-2 3 -4 4 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.0001210969027358906 -0.0015996742979965633 -0.0020748665016108139 0.0025740827060442115 -0.0018532437635840231 0.0020658863240534927 0.001484777917300913 -0.001973567693864464 0.001252205746559854 -0.0024174388207580453 -0.001420705205813972 5.9405144099524561e-05 -0.00061520738027652727 -0.00054732148389684222 0.0033606635924637285
leaf_weight=0.0015078546488211915 0.0010171780677135081 0.0010972336320316653 0.0015438923254849964 0.0011629723178631151 0.001026160191267775 0.0017437770623445212 0.001101940025050153 0.0011444631995192883 0.0013342672616913527 0.0014916466349165847 0.001813630091632018 0.0017726156934123119 0.0016999263811845362 0.0015429205637248608
leaf_count=138 95 460 326 554 118 107 641 117 149 96 76 744 105 184
internal_value=0 6.2771e-05 0.00124241 -0.000149847 -1.64532e-05 0.000129146 -5.37128e-05 0.000125184 -5.92208e-05 0.000323883 -0.00099043 0.000746341 0.00129645 0.00246274
internal_weight=0 0.0199833 0.00305175 0.0169316 0.0158343 0.0146713 0.0129276 0.0118256 0.0107995 0.00765157 0.0031479 0.00615993 0.00438731 0.00268738
internal_count=3910 3815 464 3351 2891 2337 2230 1589 1471 1246 225 1150 406 301
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=28
num_cat=0
split_feature=1456 1213 453 1374 133 1374 0 11 4 0 48 13 13 132 124 0 52 0 16 16 16 12 12 43 2 43 48
split_gain=0.000534866 0.000499325 0.000512624 0.000505454 0.000509493 0.000539843 0.000789989 0.000401335 0.000765261 0.000381947 0.000635359 0.00038154 0.000623974 0.000355229 0.000335801 0.000457835 0.00043659 0.00038838 0.000318278 0.000298666 0.000310383 0.000236939 0.000225544 0.000178111 0.000333185 0.000138872 0.00013461
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.087785000000000016 0.10681500000000001 -0.094679999999999986 -0.23029999999999998 0.080455000000000013 0.28937500000000005 -0.18901999999999997 0.086665000000000006 -0.094679999999999986 -0.084184999999999996 0.079995000000000011 -0.061329999999999989 -0.053834999999999994 0.10701500000000001 0.12500000000000003 0.054425000000000008 -0.083564999999999987 0.011450000000000002 0.090585000000000013 0.085665000000000005 -0.084964999999999985 0.099015000000000006 0.088185000000000013 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 26 9 -9 -8 11 22 -13 14 -14 19 17 18 -17 21 -21 -16 -11 -12 -25 -24 -7
right_child=1 2 -4 -5 -6 6 7 8 -10 10 23 12 13 -15 15 16 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28
leaf_value=-0.00093636694695199175 -0.00088030092424008712 -0.00072884240590560952 -0.00098395847318628925 -0.0010121478425381563 -0.00083218563972667977 0.0015383038292494239 -0.00056672610999360367 -0.001496514005373198 0.00021904227430033762 3.4526267622972998e-05 0.0012206235129076258 -0.0011371592050117209 0.00079149278336933433 0.00098299203444650817 0.001170933884971206 0.00025116663039623292 0.00046218746919018315 -0.0014755600699140603 -0.00091417271338833537 -0.00048944219730721785 0.00039333056285856011 0.00016380742233073581 0.00047948739573626815 -2.1340566972957253e-05 0.00099457290753457938 0.001234271180337682 0.00076276354769855541
leaf_weight=0.001531518270307646 0.0014835338783330395 0.0015899295427139739 0.0011432277540364124 0.0010031316899490319 0.001326655714379398 0.0010149170271094221 0.0014970227899020394 0.0010415349944627996 0.0017054371984954741 0.001281311974675175 0.0014839135571564632 0.0011037714553149237 0.0012599811448816287 0.0010374480801438333 0.0011318337639452183 0.0011272831652506012 0.0010021730182607769 0.0011362706125872535 0.0012068326545739971 0.0020260992296635555 0.0019378801554791325 0.0011935275475162821 0.0012267467549971212 0.0013974107049161679 0.0018868941104156559 0.0011984356992400524 0.0012324402869765549
leaf_count=369 555 64 91 84 433 48 55 153 58 128 92 269 110 98 173 25 26 25 106 336 181 83 41 130 122 35 20
internal_value=0 1.53692e-05 5.42307e-05 9.01438e-05 0.000124649 0.000165971 0.000214812 0.000139722 -0.000431424 0.000204729 0.000255745 0.000119273 1.39265e-06 9.76228e-05 2.12184e-05 -6.89638e-05 -0.000454675 -0.000719445 -0.000351361 0.000205328 -5.7879e-05 0.000654011 0.000569714 0.000767191 0.000562321 0.000852474 0.001113
internal_weight=0 0.0356756 0.0341921 0.0330489 0.0320458 0.0307191 0.0291292 0.0268818 0.00274697 0.0241348 0.0226378 0.0178696 0.0141631 0.0130593 0.0120219 0.0107619 0.00447256 0.00347039 0.00233412 0.00628934 0.00396398 0.00232536 0.00370649 0.00476822 0.0032843 0.00242518 0.00224736
internal_count=3910 3541 2986 2895 2811 2378 2314 2246 211 2035 1980 1636 1432 1163 1065 955 182 156 131 773 517 256 204 344 252 76 68
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=18
num_cat=0
split_feature=124 4 4 43 0 13 48 0 13 2 0 0 15 457 2 3 13
split_gain=7.94363e-05 0.000133985 0.000103546 0.000113497 0.000278261 0.000122155 0.000216362 0.000179203 0.00023754 0.000209423 0.000164701 0.000131074 0.000241373 0.000110028 0.0001128 0.000152527 6.50971e-05
threshold=0.10385500000000002 -0.49837999999999999 -0.39075499999999991 0.083940000000000015 1.0000000180025095e-35 -0.26418499999999995 0.12649500000000002 -0.11287999999999999 -0.084184999999999996 0.11542500000000001 -0.053834999999999994 -0.075584999999999986 -0.088379999999999986 0.048350000000000011 0.083795000000000022 0.090325000000000003 -0.10547499999999999
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 -4 7 9 -9 13 11 12 -10 14 -7 -16 -5
right_child=-2 2 3 16 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0017549714254767109 0.0014999008530627179 0.0017561109772272392 0.0017088385016594879 -0.00027969517289729972 0.0023301916183749126 0.0010704933006930942 -0.0027773123757237816 -0.0031100802687479374 0.0011772039317891675 0.0028100018804176367 -0.002179831847386723 0.0015454470409076396 -0.0023361545271006639 0.0013769315353707569 0.0004029181971436599 -0.002460144544440985 -0.0022552051505141798
leaf_weight=0.0013928232553450095 0.0010118220969822364 0.0010126144247344362 0.0010067991803630856 0.0010005821860153974 0.0015428799392498702 0.0010357898958521785 0.0010011937201764307 0.0010869207817376788 0.0012397233544036356 0.0010792579662347868 0.0010694099892638543 0.001532947714906141 0.0011723577680220094 0.0014565533632826533 0.0010676168788507634 0.0012385375566918988 0.0010569118905784233
leaf_count=174 49 80 127 123 142 64 90 678 196 65 150 438 955 96 160 61 262
internal_value=0 -9.43362e-05 3.00164e-05 -6.93649e-05 9.29464e-05 -0.000153838 -0.000298314 -9.11235e-05 -0.000757513 0.000600617 -0.000247574 0.000276218 -0.000530414 0.000103691 -0.000451238 -0.00113471 -0.00129449
internal_weight=0 0.0199929 0.0186001 0.0175875 0.01553 0.0139871 0.0129803 0.0119791 0.00610136 0.00587776 0.00501444 0.00394503 0.00241208 0.0047985 0.00334194 0.00230615 0.00205749
internal_count=3910 3861 3687 3607 3222 3080 2953 2863 2417 446 1739 1589 1151 381 285 221 385
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=29
num_cat=0
split_feature=51 31 39 3 133 47 50 2 48 15 2 43 16 15 3 48 15 3 151 15 16 16 52 4 13 4 4 48
split_gain=0.000566806 0.000530334 0.000514262 0.000653532 0.000552359 0.000606525 0.000478592 0.000520503 0.000652348 0.000579368 0.000593258 0.00042219 0.000587018 0.000707566 0.000398452 0.000411917 0.000380262 0.00034517 0.000450042 0.000439895 0.000305074 0.000267384 0.000249974 0.000197073 0.000184989 8.55787e-05 7.63155e-05 6.43566e-05
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.13419 0.31335500000000011 0.10681500000000001 0.11896000000000002 0.086465000000000014 0.097940000000000013 0.12862000000000004 0.10363000000000001 0.11542500000000001 -0.18906999999999999 0.070590000000000014 -0.0071449999999999994 0.13772500000000001 0.099240000000000009 0.079360000000000014 -0.13927999999999999 -0.0074049999999999993 -0.090674999999999992 -0.0060199999999999993 -0.041434999999999993 -0.074484999999999982 0.26048500000000002 0.18622000000000002 0.25367000000000006 0.40359500000000004 0.08346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 10 14 24 13 17 15 21 20 -13 19 -19 -15 25 -23 27 -3 -9 -12 -20
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 26 12 -14 16 -16 -17 -18 18 23 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00082026547460189113 0.00081714984146320422 0.00083340447553502416 0.00089015085095206481 0.0009711322680148141 -0.00095490923690366204 -0.00082135973422085243 -0.00063454977788314417 -0.00064359054936074936 -0.00074384289305336171 -0.00053821223473565869 0.00081565435930923392 0.00023400964972190887 -0.00095532805440560001 0.00099038578108261166 0.0010121639471005117 0.00081905990549114584 -0.00029954214157301766 0.00024950760140774646 -0.0013196512993624561 -0.00078920550437447477 0.0001864109382169753 -0.00019919323610238134 0.00058443384724066736 -0.00036864428749616165 7.7662361102798084e-05 -0.00010923989048127681 0.0013196508059252596 -0.00085025114299497708
leaf_weight=0.0014745683187437067 0.0013782287020920317 0.0010152452428826555 0.0010537384398379137 0.0010649063843040088 0.0012080679319854395 0.001661539112578935 0.0019460924869691828 0.0010498635883120517 0.0010372200203363499 0.0011349774233508922 0.0010019383987958097 0.001425656075006998 0.0015814860951712259 0.0014703518979786168 0.001109121198169305 0.0012878682632262439 0.0013035599798233433 0.0019426436453824636 0.0010088224235891225 0.0011187636523724009 0.0018631978601959592 0.0012584026207462812 0.0016229483489738038 0.0010043711719337489 0.0012687428980562299 0.0010377037590467708 0.0010946882903674279 0.0010256375700814085
leaf_count=145 112 24 48 129 508 86 522 48 21 102 97 49 168 27 9 41 700 88 181 152 87 149 37 39 50 68 115 108
internal_value=0 1.4441e-05 -1.75357e-05 -4.60496e-05 -7.94005e-05 -4.55775e-05 -2.04416e-06 4.24523e-05 0.000254901 0.000352652 0.000459506 -0.00011176 -0.00019906 -0.000100727 0.000283231 0.000154015 0.00030473 -0.000350551 -0.000487166 -0.000130081 0.000541026 -1.83541e-05 0.000242192 -0.000846904 0.000413594 -0.000377971 0.0010788 -0.00108301
internal_weight=0 0.0359758 0.0345976 0.0335438 0.0324789 0.0312708 0.0296093 0.0276632 0.0116347 0.0105975 0.00946253 0.0160285 0.0137445 0.012163 0.00736591 0.00625679 0.00463711 0.00752589 0.00610024 0.00306141 0.00333355 0.00496892 0.00288135 0.00303883 0.00228399 0.00208757 0.00209663 0.00203446
internal_count=3910 3765 3653 3605 3476 2968 2882 2360 687 666 564 1673 1599 1431 352 343 814 617 568 240 114 302 186 328 74 116 212 289
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=26
num_cat=0
split_feature=31 1456 453 1213 1374 0 1 133 0 47 52 4 4 2 47 133 13 13 0 49 49 4 47 47 48
split_gain=0.000493654 0.000385851 0.000394512 0.0004258 0.000415784 0.000536789 0.000364303 0.000428159 0.000584754 0.000333519 0.000355104 0.000446322 0.000359374 0.000484419 0.000298929 0.00034536 0.000373268 0.000396841 0.000295987 0.000274056 0.000281344 0.000237185 0.000610437 0.000554939 0.000144795
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11327500000000001 0.10681500000000001 -0.070894999999999986 0.090655000000000013 0.084890000000000007 -0.078094999999999984 0.0021050000000000005 0.11043500000000002 0.085165000000000018 0.091290000000000024 0.11202500000000001 -0.0097449999999999985 -0.12329499999999999 -0.029304999999999998 0.11115500000000002 0.43006500000000009 0.11170500000000001 0.13206500000000002 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 24 7 8 9 10 11 -7 18 -14 15 16 17 -10 -13 -8 21 22 -21 -24 -6
right_child=1 2 -4 4 5 6 19 -9 14 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.0010340006321616318 -0.00097875092916254814 -0.00092596869566029033 -0.0010699460394982261 -0.00087516379958495129 0.0014080245329936142 0.00080198912916035225 0.0010241139168318614 -0.0011999722615279804 0.00024040510608768954 -0.0012172796716602009 -0.0010658287892157407 -0.0002212582949334023 0.00078930600810787573 -0.00065494134481121477 0.0011660499736109607 0.0010729027632517616 0.00061571203522299957 -0.00089226494396412847 -0.0014501085146355218 -0.0011655097676349442 0.00094114517112897232 0.00072541254597775231 0.0012109978120245881 -0.00049118977259039113 0.00053240085528837987
leaf_weight=0.0013080868808089665 0.0013204998530260545 0.001382884755375193 0.0010450732103868257 0.0013652946367894705 0.0010011911438336718 0.0014578490834438124 0.0015042442153717084 0.0010092451777516656 0.0019090803040384685 0.0011356221944136069 0.001235882441379843 0.0012968571543034929 0.001546065236631089 0.0012926953761699389 0.0010755998985949589 0.0010992569483052606 0.0019978406427796358 0.0018429191289091179 0.0010966838299732422 0.0013054699310607312 0.001206885756978554 0.0010544922891880942 0.001111747218626391 0.0012153235216203484 0.0013370642972887481
leaf_count=113 369 555 89 67 55 183 112 395 91 145 394 79 146 48 36 42 45 197 373 59 69 175 27 19 27
internal_value=0 -5.66913e-05 -1.8069e-05 1.79967e-05 6.28598e-05 0.00010904 3.55344e-05 -9.81792e-05 -3.27161e-05 -0.000334818 -0.000208381 -4.99829e-05 -0.000287363 0.000131635 0.000312728 0.00017872 7.76979e-06 -0.000315943 -0.000784299 0.000360785 0.00019149 -1.54193e-06 -0.00021257 0.000322022 0.000907324
internal_weight=0 0.0328458 0.0315253 0.0304802 0.0290973 0.027732 0.0253938 0.0179956 0.0169864 0.00906166 0.00792603 0.00669015 0.0052323 0.00283876 0.0079247 0.0068491 0.00574984 0.003752 0.00239354 0.00739816 0.00589392 0.00468703 0.00363254 0.00232707 0.00233826
internal_count=3910 3797 3428 3339 2784 2717 2635 2174 1779 1368 1223 829 646 194 411 375 333 288 452 461 349 280 105 46 82
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=16
num_cat=0
split_feature=14 11 3 2 1 13 2 2 13 48 12 0 4 3 3
split_gain=9.65122e-05 0.000101368 0.000143702 0.000329568 0.00015796 0.0002402 0.000191061 0.000381419 0.000263205 0.000182987 0.000162116 0.000132517 0.00010019 9.72689e-05 0.000151375
threshold=0.073890000000000011 0.088315000000000018 -0.12008499999999998 0.106035 0.099595000000000017 -0.080179999999999987 0.10393500000000001 0.097940000000000013 -0.084084999999999979 0.086935000000000012 -1.0000000180025095e-35 -0.072559999999999986 0.26048500000000002 -0.015794999999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -4 13 -7 12 -12 -10 -15
right_child=-2 -3 4 -5 5 10 -8 -9 9 -11 11 -13 -14 14 -16
leaf_value=-0.00027313984523007656 -0.0017330511775791645 -0.0016672355476844978 -0.0034103718792995205 0.0035315835781995551 0.0025796781829466953 0.0021029680274879279 -0.0025612745596784508 0.0027082365155047753 0.0016558236677720215 -0.0022015530108815467 0.0012546441436548361 -0.0020637353828273806 -0.00083352654519925685 -0.001882821446299799 0.0012655309918085428
leaf_weight=0.0019105875978842049 0.0010815792096149071 0.0010975455927955116 0.0011194112233837931 0.0013470583903192335 0.0016227505231191149 0.0010363424099587709 0.0014336041476678829 0.0012801120341242589 0.0013949151584537849 0.0012183178756857219 0.0015272838104500863 0.0013042087647667797 0.0016682881582790188 0.0010863487390731039 0.0010347191704280778
leaf_count=141 135 125 662 81 280 198 359 150 1131 165 84 169 83 80 67
internal_value=0 7.341e-05 0.000174044 0.00130014 -5.9222e-05 0.000586637 -0.000598897 -0.00020454 -0.000841517 -0.000234119 2.43643e-06 -0.000481336 0.000164489 0.000447614 -0.000346963
internal_weight=0 0.0200815 0.0189839 0.00325765 0.0157263 0.00715887 0.00856743 0.00713382 0.00585371 0.0047343 0.00553612 0.00449978 0.00319557 0.00351598 0.00212107
internal_count=3910 3775 3650 222 3428 814 2614 2255 2105 1443 534 336 167 1278 147
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=15
num_cat=0
split_feature=38 124 484 3 49 16 3 0 43 47 3 13 52 16
split_gain=9.5462e-05 0.000193297 0.000116926 0.000101495 0.000234916 0.000214953 0.000193088 0.000160874 0.000276762 0.000302841 0.000148019 0.000144232 0.000115975 0.000133982
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.100615 -0.029304999999999998 -0.0041999999999999997 -0.078669999999999976 -0.053834999999999994 -0.071899999999999978 0.09252500000000001 0.10666500000000002 0.068400000000000002 -0.074484999999999982 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 11 -5 8 -8 12 -9 -6 -10 -14
right_child=-2 2 3 6 5 -7 7 10 9 -11 -12 -13 13 -15
leaf_value=0.0016678231424018559 -0.0015432475256152388 -0.001611024547875164 0.002358780078220722 -0.0019616215732271539 0.00020667219649170759 0.0013078098537636317 0.0025099491287728895 -0.0026508366665351341 -0.00054546377508852661 -0.0024470250911264218 -8.2894654143573899e-05 -0.0024046144402446738 0.00023922899210071077 0.0024211343787182574
leaf_weight=0.0017970457163553116 0.0010222245972977264 0.001246860656223917 0.0014531684190601801 0.0015160662282001818 0.0011068755766270866 0.0017211580007864226 0.0013171330598781214 0.0010041139438413046 0.0018700610752819813 0.0011550378148768477 0.0014325300384913642 0.0011183418637233933 0.001949906450810935 0.0011929977326749219
leaf_count=277 95 592 71 1306 104 181 197 169 123 92 86 112 369 136
internal_value=0 6.37074e-05 -9.56948e-05 1.652e-05 0.000596019 -5.30799e-05 -0.000257048 3.41378e-06 0.000375993 -7.96976e-05 -0.00114112 -0.0011057 0.000465759 0.00106745
internal_weight=0 0.0198813 0.0180843 0.0168374 0.00539954 0.00394638 0.0114378 0.00992178 0.00748514 0.006168 0.00243664 0.00222522 0.00501297 0.0031429
internal_count=3910 3815 3538 2946 468 397 2478 1172 917 720 255 216 628 505
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=26
num_cat=0
split_feature=1213 52 1374 46 52 376 12 2 150 42 52 42 47 49 160 52 13 4 47 147 52 3 0 1 4
split_gain=0.000483016 0.0005035 0.000415706 0.000412474 0.000389099 0.000488874 0.000415428 0.00049697 0.000478726 0.000419532 0.000400857 0.000395258 0.000350135 0.00041012 0.000383594 0.000464535 0.000361421 0.000308893 0.00058341 0.000376566 0.000298677 0.000243481 0.00022881 0.000227689 0.000165118
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 0.083550000000000013 -0.062489999999999997 0.088415000000000007 0.092150000000000024 0.11260500000000001 0.08486500000000001 -0.082904999999999993 -0.092854999999999979 -1.0000000180025095e-35 0.11518500000000002 0.079765000000000016 -0.11175999999999998 -0.0066199999999999991 -0.076384999999999995 -0.23071499999999998 0.09252500000000001 0.10250000000000002 0.096170000000000019 -0.100615 -0.055084999999999988 0.094695000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 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 11 7 8 9 -4 -11 -6 13 14 -13 -16 -15 -17 19 20 21 -19 -8 24 -23
right_child=1 2 3 -5 5 -7 22 -9 -10 10 -12 12 -14 16 15 17 -18 18 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.00075741125198563357 -0.00087165550122488054 -0.00062845414779156422 0.00047684611502164949 -0.00069573792455018336 -0.00066127391533642426 0.00071899470691904525 0.00036678292097992358 0.00096493876738060658 0.00058538157360884656 -0.0009681311544742652 -2.3950609017654855e-05 -0.00076172975820397448 -0.00071169542024108611 -1.2050705847403091e-05 -0.00066936710798856452 -0.00033343513810025582 0.0010144770419633282 0.00099068763861721279 -0.00060568394015156454 -0.0003263225608864666 -1.0471255075179117e-05 0.00055958688685333355 0.0012125650873747883 0.00082238344166513013 -0.00011341855232829924
leaf_weight=0.001447758739930304 0.001068664189749712 0.0015113371236799003 0.0011204172105189342 0.0011531175225236714 0.0016570114300700342 0.0015771852339189962 0.0010243251288135635 0.0011717989051162059 0.0018616708373855317 0.0014647220094625157 0.0016820733297140955 0.001136120246879758 0.0010986863135435945 0.0010706884555213569 0.0014601429587735018 0.002193298197020961 0.0013504704504705691 0.0018082278557063312 0.0013283699960482684 0.0013030915144973676 0.001930281584596294 0.0011063422449023551 0.0012206100503098227 0.0014773097048040862 0.00148915848113719
leaf_count=592 345 68 48 57 581 47 108 110 74 189 131 264 67 144 196 34 72 71 63 23 179 175 43 150 79
internal_value=0 2.02593e-05 4.81323e-05 7.94172e-05 0.000107764 1.11803e-05 0.000330226 0.000177578 2.704e-05 -0.00021655 -0.000463433 -4.35183e-05 1.10689e-05 5.60509e-05 -2.41344e-05 3.53139e-05 0.000560524 0.000116742 0.000211293 0.000330363 0.000439911 0.000587736 0.000826649 0.000408836 0.000173453
internal_weight=0 0.0352651 0.0341965 0.0326851 0.031532 0.0219864 0.00954562 0.00730068 0.00612888 0.00426721 0.0031468 0.0204092 0.0187522 0.0176535 0.0152323 0.0140962 0.00242116 0.0126361 0.0104428 0.00911441 0.00781132 0.00588104 0.00224494 0.00407281 0.0025955
internal_count=3910 3318 2973 2905 2848 2145 703 552 442 368 320 2098 1517 1450 1234 970 216 774 740 677 654 475 151 404 254
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=28
num_cat=0
split_feature=1429 4 457 457 1213 14 158 133 13 1374 0 475 34 3 15 160 151 43 42 39 151 1 13 4 1 3 4
split_gain=0.000606583 0.000474364 0.000442378 0.000752809 0.000538137 0.0003894 0.000475993 0.00047947 0.000471793 0.000310361 0.000480367 0.000359773 0.000276379 0.0003889 0.00053365 0.000354494 0.000353332 0.000417457 0.000322349 0.000435852 0.000409282 0.000328362 0.000234436 0.000277305 0.000172709 0.000179381 6.92822e-05
threshold=-1.0000000180025095e-35 0.50657000000000008 -0.15747999999999998 -0.0034949999999999994 -1.0000000180025095e-35 -0.13131999999999996 0.085745000000000002 0.10681500000000001 -0.45122499999999993 -0.094679999999999986 -0.23029999999999998 -0.08459499999999999 -0.085789999999999991 -0.15464999999999998 -1.0000000180025095e-35 -0.096329999999999985 0.085710000000000022 0.093240000000000017 -1.0000000180025095e-35 0.005105000000000001 -0.083559999999999982 0.10915500000000002 -0.014114999999999997 0.05309500000000001 0.10113500000000002 -0.08348499999999999 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 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 -13 14 -14 -15 17 18 21 20 -20 -17 24 26 25 -22 -24
right_child=1 -3 3 4 5 6 -8 -9 9 10 11 12 13 15 -16 16 -18 -19 19 -21 22 -23 23 -25 -26 -27 -28
leaf_value=-0.0010110428832906032 0.00080916786779910261 0.00089254302161688459 -0.00099195371376352469 -0.00083843246481322671 -0.00058339517844160026 0.00085795768663045639 -0.00063277352005589255 -0.00077642989648368961 -0.0005281784415790933 0.00080408667517409326 -0.00064888068694570009 -0.00054717079452077831 0.001341135747373795 -0.0006109284750042041 0.00013013241726611679 -0.00066440988389793935 -0.00057277061488093675 -0.00060359702309309123 -0.00046533607598243487 0.0012121208308330531 0.00075794727865348085 0.00034543924983626714 8.5191341467212217e-05 0.00068676574794276717 0.0010146786700880469 3.754524984625601e-05 -0.00042540987177770891
leaf_weight=0.001115376706416287 0.0011936414125570663 0.0011296384189656552 0.0014993525369174912 0.0013669757738212765 0.0017633545089985594 0.0017219852678773051 0.0016542225324848439 0.0010642833376716945 0.0013395010000714072 0.0019448741531249312 0.001170711433381876 0.0010577698892255674 0.0011924289887126349 0.0012530551247914292 0.0016143248305789818 0.0012049274352727577 0.0011661318404185836 0.001073527097006915 0.0011441144087569483 0.0011126951104191854 0.0014086246851967498 0.001222670203480547 0.0010030547972634807 0.001105511629987177 0.0014547341851174345 0.0012119284685954716 0.0010003665811218268
leaf_count=181 51 210 250 587 68 57 255 412 55 60 159 47 43 230 65 305 40 186 85 115 59 22 33 23 65 206 41
internal_value=0 1.73496e-05 -1.17757e-05 -4.16957e-05 3.8944e-06 4.24237e-05 8.16657e-05 0.000126319 0.00016414 0.000113689 0.000152172 9.00104e-05 0.000135003 0.00017472 0.000644618 8.88628e-05 0.000151016 0.000216232 0.000290386 0.000405114 0.000297295 -0.000155795 0.000418746 0.000134809 0.000635355 0.000424783 -0.000169767
internal_weight=0 0.0350744 0.0339448 0.0327511 0.0312518 0.0298848 0.0281214 0.0264672 0.0254029 0.023681 0.0223415 0.0203966 0.0192259 0.0181681 0.00280675 0.0153613 0.0141083 0.0129422 0.0118686 0.00944103 0.00832833 0.0024276 0.00718422 0.00310893 0.00407529 0.00262055 0.00200342
internal_count=3910 3729 3519 3468 3218 2631 2563 2308 1896 1839 1784 1724 1565 1518 108 1410 1180 1140 954 627 512 327 427 97 330 265 74
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=29
num_cat=0
split_feature=403 1429 31 4 1374 15 4 151 0 0 51 133 160 15 43 16 4 4 15 49 12 2 0 15 16 15 0 13
split_gain=0.000615435 0.000609473 0.000466598 0.000453501 0.00051491 0.000370973 0.000599003 0.000624925 0.000520081 0.000434551 0.000350289 0.000508916 0.000692589 0.000356632 0.000399458 0.000395905 0.000505036 0.000287258 0.000386959 0.000334311 0.000286664 0.000229461 0.000560363 0.000686362 0.000186834 0.000140997 0.000216439 0.00011724
threshold=0.09389500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.086000000000000007 -0.095799999999999982 0.25367000000000006 -0.051109999999999996 -0.10462499999999998 -0.089879999999999974 -0.40274499999999996 -0.036599999999999987 -1.0000000180025095e-35 -0.061694999999999993 -0.18906999999999999 0.15737500000000001 -0.060264999999999992 0.0051950000000000008 -0.073314999999999991 -0.006494999999999999 0.051320000000000005 -0.13811499999999996 -0.10783 -0.14487999999999998 -0.070594999999999977 0.05377500000000001 0.12500000000000003 -0.034809999999999987
decision_type=2 2 2 2 2 2 2 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 -4 17 -10 -11 -12 -13 -14 20 16 25 19 -19 -7 -15 -8 23 -23 -20 26 -16 -9
right_child=-2 2 3 -5 -6 8 21 27 9 10 11 12 13 14 15 -17 -18 18 24 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.0011596361793158349 -0.0012379433756118461 0.00091749884501598979 0.00023203381076343724 0.0010297675794369908 -0.0010988135720070744 -0.00038107971263835131 -0.00059262589889505068 -0.00084481198891326974 -0.00099203938146131231 -0.00072900817446337567 0.0010189274615442607 -0.00087433302017225724 0.00082137251642431077 0.001157538866642804 0.0011364768299343339 -0.00080568778676856103 -0.00068497426789912506 0.0014973529004713763 0.00013348096485279367 0.00066117166524494171 4.3937842180587966e-05 0.00056297416733019781 0.0012345588443946369 -0.00096192045646806962 0.0009624950884053327 -2.0183422037839863e-05 0.00015655059815579414 -0.0015592806178047918
leaf_weight=0.0010760526947284901 0.0010101054835897757 0.0014617143682266178 0.0010285768654980654 0.0010467998918252666 0.0010735078758669072 0.0016540361865686748 0.0010362811733756194 0.0010199447757283098 0.0011159215164166436 0.0013878915177451554 0.0013582853540684567 0.0019015367501917799 0.001697324931650865 0.0011539740279431516 0.0010911312521688617 0.0017433068483893033 0.0015523089754662907 0.0011876960653154356 0.0018853648480310348 0.0014244884165048799 0.0011455412984524571 0.0016664516320256118 0.0010426666958186157 0.0013119661672469363 0.0010540231892264273 0.0012964337473149179 0.0011527086594469438 0.001298114029599777
leaf_count=181 307 108 95 152 100 82 25 123 220 114 298 517 135 13 27 133 160 23 112 98 65 60 45 56 23 516 14 108
internal_value=0 9.74381e-06 4.4904e-05 7.74639e-06 -2.44011e-05 1.14118e-05 -0.000273424 -0.00079098 0.000111982 -4.16165e-05 2.68956e-05 0.00010134 3.46667e-06 0.000157552 3.4217e-05 -0.000157041 6.50052e-05 0.000465757 0.000737701 0.000101189 0.00060278 6.90613e-05 0.000239586 -0.000108728 0.000430754 0.00039385 0.000633068 -0.00124491
internal_weight=0 0.036864 0.035788 0.0343263 0.0332795 0.032206 0.008404 0.00334664 0.023802 0.0165964 0.0154804 0.0140926 0.0127343 0.0108327 0.0091354 0.00683589 0.00509258 0.00720561 0.00412708 0.00307852 0.00229952 0.00505737 0.00402108 0.00297842 0.00293939 0.00354027 0.00224384 0.00231806
internal_count=3910 3603 3422 3314 3162 3062 512 326 2550 2212 1992 1878 1580 1063 928 850 717 338 158 180 78 186 161 116 135 557 41 231
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=26
num_cat=0
split_feature=1213 31 1374 1375 484 133 0 47 4 132 52 1 2 4 147 52 15 13 4 14 15 48 2 1 3
split_gain=0.000453104 0.000335264 0.000309839 0.000432817 0.000324453 0.000299897 0.000337939 0.000598734 0.000653601 0.000535004 0.000407974 0.000348029 0.00046927 0.000562346 0.000314189 0.000444969 0.000570931 0.00038782 0.000387435 0.000230809 0.000215771 0.000197682 0.000196356 0.000195714 8.05474e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.081864999999999979 -0.08231999999999999 0.10681500000000001 -0.074514999999999984 0.086425000000000016 0.25367000000000006 0.080815000000000012 -0.40083499999999994 0.087545000000000026 0.084065000000000015 -0.0031049999999999997 0.10271500000000001 0.11401500000000002 -0.024209999999999999 -0.089189999999999978 -0.34687499999999999 -0.13131999999999996 -0.031229999999999997 0.085090000000000013 0.098195000000000018 0.11353000000000001 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 11 -9 10 -8 12 -6 -14 15 17 -17 -12 -19 -13 21 -21 -20 -10 -22
right_child=1 2 3 4 5 -7 9 8 23 -11 14 19 13 -15 -16 16 -18 18 22 20 24 -23 -24 -25 -26
leaf_value=-0.0007454727885088891 0.00067222631552793066 -0.00059859355692459945 0.00084968744814496234 -0.00071752425014383542 0.00042842653424975233 -0.00063787602032784304 -0.00061568170018661548 -0.0012354914601534282 -0.00046342818709780345 0.0010058220662255929 0.0009685275811949271 -0.00021955842277088505 -0.0011716126537139942 -4.7025893411764089e-05 -0.00044944000507076841 0.00045473889677555317 -0.00089650106672067582 -0.00023536102873515918 0.00077611870508160217 0.001055563867834463 0.00040646639780691411 0.00032601752261099729 0.00011227670419218074 0.0002916931539698727 -4.6372576422151183e-05
leaf_weight=0.0013672318576014855 0.0012481053101786035 0.0014355328377968482 0.0010087068068760354 0.0010522745861663704 0.001302298382336968 0.0011335516966048667 0.0011608740211838118 0.0014044985235483485 0.0012509839800394218 0.0012405805305868859 0.0017308739568288349 0.0014212009530831793 0.0012404983043646052 0.0018599223249867224 0.0011214728522190862 0.001015229296671194 0.0010800759530886772 0.0017342431539031393 0.0019723230963872868 0.0010937194784644 0.0010423196958895264 0.0014400278800799082 0.0011990505037214744 0.0010621656100920362 0.0017800187721340732
leaf_count=592 113 67 76 317 124 423 209 186 30 78 57 43 462 245 15 51 53 68 86 128 179 88 100 40 80
internal_value=0 1.4523e-05 -1.13052e-05 1.64759e-05 -1.21716e-05 1.40685e-05 4.12857e-05 -8.96126e-05 -0.000539363 0.000200414 0.000109697 5.99412e-05 -0.00022325 -0.00049698 0.000195158 0.000277948 -0.000241791 0.000442042 0.00025628 0.000243911 0.000366889 0.000640934 0.00052513 -0.000116687 0.000120866
internal_weight=0 0.0330305 0.0317824 0.0303469 0.0293382 0.0282859 0.0271524 0.0148977 0.00371765 0.0122547 0.0110141 0.01118 0.00440272 0.00310042 0.00985327 0.0087318 0.00209531 0.00663649 0.00490562 0.00677729 0.00535609 0.00253375 0.00317137 0.00231315 0.00282234
internal_count=3910 3318 3205 3138 3062 2745 2322 1605 256 717 639 1349 831 707 430 415 104 311 254 518 475 216 186 70 259
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=31
num_cat=0
split_feature=51 1 14 47 133 38 160 124 16 41 3 457 151 52 49 52 133 16 2 15 2 0 3 1 49 48 51 52 4 3
split_gain=0.00060313 0.000609639 0.000893245 0.000687327 0.000571942 0.000417115 0.00041664 0.000429555 0.000398303 0.000597667 0.000397082 0.000370008 0.000763697 0.000438147 0.000530618 0.000454678 0.000758383 0.000651973 0.000350297 0.000338916 0.000458093 0.000492182 0.000288102 0.000571418 0.000461246 0.000280108 0.000271006 0.00018735 0.000160929 5.81744e-05
threshold=-0.40274499999999996 0.13662500000000002 0.077685000000000018 0.11939500000000002 0.10681500000000001 0.084445000000000006 -0.40446999999999994 -0.073304999999999995 -0.54165499999999989 0.075585000000000013 0.11265500000000002 -0.0034949999999999994 0.0014250000000000003 -0.098644999999999983 -0.086904999999999996 -0.081429999999999989 -1.0000000180025095e-35 -0.110495 0.094825000000000007 -0.0089749999999999986 0.11085000000000002 0.024745000000000003 0.090325000000000003 0.094890000000000016 -0.045004999999999996 0.091555000000000011 -0.099544999999999981 0.087465000000000015 0.17888000000000001 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 -9 11 -3 12 -10 25 -15 29 -17 27 -8 22 21 -21 23 -19 -24 26 -13 28 -18 -16
right_child=1 10 -4 -5 -6 -7 7 8 9 -11 -12 13 -14 14 15 16 17 19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094645164030624895 -0.00082515804827050564 0.0013277453776175557 -0.0013587936122366221 -0.0010989928036750729 -0.00095552592716105283 -0.00075018955497959403 0.00024150934117658139 0.0010362496852415345 -0.0013951152008464562 -0.00079961571125073782 0.00012188602070136428 -5.1318405059895421e-05 0.00048256759382720501 -0.00054024323506583164 0.00079727833031593054 -0.00089202011459721788 0.00074798718075956756 -0.0013128875267530192 0.0013952434340490998 0.00068042745840020315 0.0013493887401767758 -0.00057878784756721919 0.00097183260807351022 0.00029790799394480258 -0.0003489428467579721 0.00036751560317250717 -0.0011220118730527983 0.0004722135006516643 0.0015204783252292175 0.0013136442298673863
leaf_weight=0.0015658701406826006 0.0010154934478903135 0.0013685274147254073 0.0011539396251369341 0.001251953909003233 0.0012522684613408266 0.0012899975501974295 0.0013186456669378446 0.001094641342222139 0.0010567150961756635 0.0017067420215344234 0.0012479987955893446 0.0010790073692137914 0.0010151751088334215 0.0016144502409534125 0.0010147711823985028 0.0011889442471097337 0.0012057851224249747 0.0011058543540057733 0.0012028461603432739 0.0018692886146654186 0.0010811940298900424 0.0012302903632388507 0.0011171286457205554 0.0010046606598566044 0.0014554360556537915 0.001008410192193665 0.0011863667838594915 0.0014851682140122335 0.0013850976459865993 0.001072935720472401
leaf_count=145 255 93 114 93 480 57 105 67 189 94 118 145 56 73 94 729 59 162 102 177 33 23 27 42 22 46 219 37 36 18
internal_value=0 3.31218e-05 -2.15018e-05 2.48263e-05 6.87155e-05 0.000110352 0.000147964 0.000182638 0.000123503 8.33504e-05 0.000752589 0.000148372 -0.000475097 0.000209579 0.000305031 0.000389183 0.00028967 0.000398246 0.000791884 0.000162911 0.000482875 0.000180617 -0.000122733 -0.000546106 0.0002246 -0.000310309 -0.000612036 0.000910008 0.00116096 0.00106265
internal_weight=0 0.0370797 0.0344632 0.0333093 0.0320573 0.030805 0.029515 0.0284996 0.0259781 0.0248834 0.00261653 0.0231767 0.00207189 0.0211048 0.017831 0.0162166 0.0141288 0.0129399 0.00252149 0.00886385 0.00418077 0.00309958 0.00468308 0.00211052 0.00257256 0.00327378 0.00226537 0.00407605 0.00259088 0.00208771
internal_count=3910 3765 3554 3440 3347 2867 2810 2555 2348 2281 211 2187 245 1942 1532 1459 1347 618 207 486 233 200 253 204 49 410 364 132 95 112
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=17
num_cat=0
split_feature=52 376 1 12 43 4 47 1 48 160 1 1 4 13 2 3
split_gain=9.25324e-05 0.000122664 0.000169554 0.000187503 0.00010665 0.000143132 0.000150281 0.000207456 0.00017396 0.000281425 0.000165207 0.000294925 0.000264445 0.000163365 0.000129091 5.38957e-05
threshold=-0.40083499999999994 0.088415000000000007 0.13662500000000002 0.11655500000000001 -0.18906999999999999 -0.23071499999999998 0.09252500000000001 1.0000000180025095e-35 0.085875000000000021 0.088485000000000008 0.11327500000000001 0.10723500000000001 0.05309500000000001 -0.083514999999999992 0.081110000000000015 -0.069909999999999986
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 15 7 13 10 -10 11 12 14 -7 -9 -6
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015211012757677461 0.0013324819044822672 0.001929465604550962 0.0019033620372996567 -0.0025080776559716707 -0.00066134128878356983 0.00019888287088148203 -0.0014382069197023568 -0.00095782447164223354 -0.0021926385623088 0.0014567130519033053 0.0033374439425635145 -0.0017637969800319692 0.0040058074756324571 -0.0025075301373975447 0.0016061924454812766 -0.0025098177615701656
leaf_weight=0.0012383512471667709 0.0016561482716775352 0.0010805402748805841 0.0013521657689112244 0.0010409795654620557 0.0010137969419268256 0.0015673631525965886 0.0019081419847440844 0.0010045197965414532 0.0014295484383207158 0.0012876858657522305 0.0010229692445854061 0.0010867241015350693 0.0010443891772489167 0.001314859849347756 0.001686248620908104 0.0010089363895966442
leaf_count=401 169 77 186 130 53 563 234 456 123 60 145 79 70 920 149 95
internal_value=0 7.26977e-05 -3.05901e-05 -0.000175288 -3.27045e-05 -0.000179756 3.28721e-05 0.000278149 0.00072045 -0.000463226 0.00127073 0.000832278 0.00158759 -0.00103577 0.000648992 -0.00158336
internal_weight=0 0.020505 0.0194245 0.0180723 0.0170313 0.0153752 0.0133525 0.0114443 0.00856209 0.00271723 0.00584485 0.00482188 0.00373516 0.00288222 0.00269077 0.00202273
internal_count=3910 3509 3432 3246 3116 2947 2799 2565 1082 183 899 754 675 1483 605 148
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=28
num_cat=0
split_feature=1213 1456 453 1374 0 480 1 43 123 14 38 1 133 49 4 457 15 11 13 48 2 2 4 3 48 0 43
split_gain=0.000439752 0.000361896 0.00048411 0.000429935 0.000599824 0.000389183 0.000349436 0.000514199 0.000539284 0.000484172 0.000439861 0.000381675 0.000324374 0.000325419 0.000310812 0.000307591 0.00030447 0.000271267 0.00041772 0.000404506 0.000273121 0.00039131 0.000220905 0.000268339 0.000188814 0.000184429 0.000154099
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.08598500000000002 0.13662500000000002 0.24789500000000006 0.088610000000000008 0.073890000000000011 0.083695000000000006 0.12864500000000004 -0.085714999999999986 -0.084934999999999997 -0.04133499999999999 0.082870000000000013 -0.029114999999999999 0.088160000000000002 -0.10241499999999999 0.092250000000000013 0.088055000000000008 0.10836000000000003 -0.0031049999999999997 -0.077894999999999978 0.08740500000000001 0.048265000000000009 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 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 24 6 7 8 9 10 11 12 -6 14 -14 17 -8 18 26 20 22 25 23 -20 -5 -22 -15
right_child=1 2 -4 4 5 -7 16 -9 -10 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00088847342548966236 -0.00076937597028053472 -0.00077662824252353979 -0.00095963029550067476 0.0013788095138165645 0.00082353133831321106 -0.00090352687103500366 0.0011823168362727573 -0.0010415575643718392 0.0011930831211557273 -0.0010121499024271039 -0.00080534242141625271 0.001043713472926168 0.0002487396769586804 0.00035370827526739416 -0.00082274670238097832 0.0008817917954939172 5.4231648443185984e-05 -0.00071846590199901243 -0.00010507514681117 0.00092104912864997258 -0.00042283950960895356 9.4028714330951786e-05 -0.00028266297089466516 0.00094159308601886782 0.00049741498085939116 -0.0013625806461528447 0.0011897104837476785
leaf_weight=0.0013931826814788098 0.0013982287288658154 0.0013674523972087007 0.001138166002008 0.0010486838455663295 0.0013940582115220942 0.0010044302991579759 0.0013103776670392031 0.0010475347728406683 0.0010484189476434582 0.0010450808466023745 0.0012829484253022985 0.0011153588102843217 0.0010416317788948248 0.001168796810098619 0.0019037140705766556 0.0012439609554699702 0.0010898777176988608 0.0010233833708568349 0.0011498603181869706 0.0010117563593775017 0.0010127666106194422 0.0018380785430613944 0.0017650070054099024 0.0012953832009618971 0.0014268198688540679 0.001066038178841211 0.0010329051180804072
leaf_count=592 332 68 91 52 179 231 166 188 102 70 60 43 40 38 120 108 37 80 370 105 332 165 130 106 30 55 20
internal_value=0 1.58739e-05 5.03224e-05 8.77234e-05 0.000127971 5.95903e-05 9.69599e-05 3.8388e-05 8.88035e-05 3.46797e-05 8.84514e-05 0.000148605 9.29775e-05 3.14529e-05 -0.000443812 0.000134321 0.00067009 5.91164e-05 0.000129286 -1.92683e-05 -0.00013633 -0.000436053 0.000142509 0.000449404 0.000870795 -0.000904751 0.00074591
internal_weight=0 0.0332707 0.0318725 0.0307343 0.0293669 0.0268914 0.0258869 0.0234867 0.0224391 0.0213907 0.0203456 0.0190627 0.0179473 0.0165533 0.00294535 0.0136079 0.00240026 0.012364 0.0113406 0.00913889 0.00812713 0.00391688 0.00421025 0.00244524 0.0024755 0.0020788 0.0022017
internal_count=3910 3318 2986 2895 2827 2745 2514 2311 2123 2021 1951 1891 1848 1669 160 1509 203 1401 1321 1263 1158 552 606 476 82 387 58
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=17
num_cat=0
split_feature=14 11 3 15 2 1 13 42 12 48 16 133 3 0 0 0
split_gain=9.03636e-05 9.46095e-05 0.000125299 0.000301901 0.000158237 0.000153116 0.000226925 0.00018523 0.000150848 0.000144184 0.000124072 0.000142563 0.000150983 0.000123027 0.000119069 0.000112671
threshold=0.073890000000000011 0.088315000000000018 -0.12008499999999998 -1.0000000180025095e-35 0.10457000000000001 0.099595000000000017 -0.080179999999999987 0.087065000000000017 -1.0000000180025095e-35 0.086935000000000012 0.15100500000000003 0.083815000000000014 0.086245000000000016 -0.06340999999999998 -0.11756999999999999 -0.21145499999999998
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 7 -7 9 -8 10 11 12 -4 14 15 -10
right_child=-2 -3 5 4 -6 6 8 -9 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0037889074397879962 -0.001700029532832184 -0.0016210370731935526 -0.0011240807896731109 -0.0015190720622565595 0.0016998456688833386 0.0025468435037294063 0.0020523928261829191 -0.0023863146156531088 0.00042399576394464028 -0.0017586370052528003 -0.0013686395932878289 0.002501375254150829 0.0015939543344281467 -0.0022676294077636902 0.0017907458082148473 -0.002134786703464881
leaf_weight=0.0011101013940266746 0.0010950996953084371 0.0011272843790095513 0.0016666706384725095 0.0012067098804537891 0.0010152455222609547 0.0016549891632800101 0.0010726501317097625 0.0016725877432917924 0.001527683845138128 0.0015846996551842629 0.0012442028896910012 0.0012415080247655218 0.0013240012284725378 0.0010405543912521678 0.0010419051607528096 0.0010471614900113835
leaf_count=96 135 125 784 79 47 280 198 983 77 212 157 420 58 122 99 38
internal_value=0 7.13213e-05 0.000169404 0.0012301 -4.82992e-05 -4.98639e-05 0.000586999 -0.000588377 2.09356e-05 -0.000162493 0.000299383 0.000789759 7.92213e-05 -0.000446941 7.68791e-05 -0.000616633
internal_weight=0 0.020578 0.0194507 0.00333206 0.00222196 0.0161186 0.00738494 0.00873367 0.00572996 0.00706108 0.00547638 0.00423218 0.00299067 0.0046573 0.00361675 0.00257485
internal_count=3910 3775 3650 222 126 3428 814 2614 534 1631 1419 1262 842 336 214 115
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=28
num_cat=0
split_feature=31 1213 1456 453 133 1374 0 475 2 51 38 124 13 160 160 48 132 16 16 16 52 12 13 52 4 15 12
split_gain=0.000544279 0.000474673 0.000449121 0.000428022 0.000410997 0.000415127 0.000523992 0.000402473 0.000345487 0.000433368 0.000404753 0.000437036 0.00036059 0.000404372 0.000337185 0.000312522 0.0002274 0.000206284 0.00073882 0.00038722 0.000373741 0.000225057 0.000414336 0.000413475 0.000218586 0.000121311 0.000169539
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -0.230625 -0.08459499999999999 0.14808000000000002 0.13881000000000002 1.0000000180025095e-35 -0.048219999999999992 -0.45122499999999993 0.087825000000000014 0.083295000000000022 0.091875000000000012 0.079995000000000011 -0.15168999999999996 -0.00083999999999999993 -0.42360999999999993 0.0033900000000000002 1.0000000180025095e-35 0.055020000000000006 -0.072349999999999984 0.40359500000000004 0.090505000000000016 0.086515000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 15 -8 9 10 11 -9 -13 14 16 -7 17 19 20 24 -19 23 -23 -20 -14 26 -21
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 21 25 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00091635297919142895 -0.00090348156307598843 -0.00081916840868295228 -0.00067191985795666024 -0.0008817997329791978 -0.00077492407854639028 0.0014180619851179707 -0.0007918132510396288 0.00094536111807527084 0.00092891657046479629 -0.00079511940331579976 -0.00069485262638382961 0.00089089913069716241 -0.00067251947290178468 -0.00064786974238969413 0.00097586348937083367 0.00025584738468898826 0.00068639287649424347 -0.0013476248782805821 -0.00019634412427617156 0.00083045054745516252 -0.00019455533762702037 0.00033128744856437183 -0.00081333739528926109 0.00092980176079169598 0.00022968821662304725 0.0010376695969711591 -1.4398392679168582e-05
leaf_weight=0.0014124781715563186 0.0014145119315071277 0.0014953462046329294 0.0015171065193761981 0.0011393375093191596 0.0012855562147553448 0.0011163524992290263 0.0011549039786002057 0.0015921921530919749 0.0011662946629861148 0.0012221910895837676 0.0012837877223166308 0.0013006913921991192 0.0011753531159168773 0.0016624528734793245 0.0010305364896048266 0.0010147807141507315 0.0013055762412138563 0.0013582479665849309 0.0012933231257505895 0.0010716483424817328 0.0012312805890190778 0.0018172390365540081 0.001210609574971544 0.0017799679196067028 0.0012986828129228911 0.00100006599151925 0.0011119620634050253
leaf_count=113 592 332 63 89 431 52 227 131 135 88 71 29 58 173 38 22 104 281 57 33 332 229 82 61 38 12 37
internal_value=0 -4.33276e-05 -7.15454e-06 3.06251e-05 6.41584e-05 0.000100459 0.000142014 8.29346e-05 0.000123487 8.39279e-05 0.000131627 0.000181582 0.000119687 6.50128e-05 0.000136045 0.000864651 8.07576e-05 2.56501e-05 -0.00012099 0.0002509 -0.000799358 0.000166932 -0.000126362 0.000455889 -0.000198928 0.000600463 0.000400227
internal_weight=0 0.03505 0.0336355 0.0321401 0.0310008 0.0297152 0.0281981 0.026067 0.0249121 0.0237458 0.0225236 0.0212398 0.0196476 0.0183469 0.0166845 0.00213113 0.015654 0.0143484 0.00869067 0.00565771 0.00258953 0.00610114 0.00302785 0.00307329 0.00247404 0.00318368 0.00218361
internal_count=3910 3797 3205 2873 2784 2353 2290 2216 1989 1854 1766 1695 1564 1535 1362 74 1324 1220 1042 178 613 429 311 118 96 82 70
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=17
num_cat=0
split_feature=38 124 484 160 43 3 15 42 160 43 12 3 0 1 1 4
split_gain=9.88878e-05 0.000180492 0.000124791 0.000110706 0.000163212 0.000228289 0.000124253 0.000276424 0.000124557 0.000160751 0.00028168 0.000263738 0.000219046 0.000207078 0.000197601 7.99442e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.16180500000000003 0.15165000000000003 0.035895000000000003 0.060615000000000009 -0.081299999999999983 -0.079109999999999986 0.085775000000000004 -0.074234999999999982 0.012625000000000003 0.11052000000000002 0.094890000000000016 -0.00072999999999999985
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 -5 10 -10 12 -11 14 15 -13
right_child=-2 2 3 4 -6 -7 7 -9 9 11 -12 13 -14 -15 -16 -17
leaf_value=0.0016880055851102285 -0.0016285568799514376 -0.0017176306051742485 -0.0014526157238849921 0.0021929278159483908 -0.0019017639014080265 0.0027724532341289968 -0.002496222365170928 0.00095069628251410977 0.00095681158579673383 0.0030466327951625669 -0.0025174770851663264 0.00047424857378031339 5.1519503876542764e-05 -0.0023096311563066611 0.0021427883221222682 -0.001680227070673385
leaf_weight=0.0018558373968654623 0.0010689865530156819 0.0013003551068385332 0.0013739730781715939 0.0010162158203497204 0.0010649156043512934 0.0010325234078975296 0.0014978417247340512 0.0012761518513153547 0.0012793613164724729 0.0018137105012293511 0.0015032617801828407 0.0010180072729850109 0.0012028122692271381 0.0010783253140969062 0.0012495341259430859 0.0010223916987348609
leaf_count=277 95 592 473 138 219 121 532 475 128 203 271 55 106 68 76 81
internal_value=0 6.91132e-05 -9.1298e-05 3.00404e-05 0.000156924 0.000303176 0.00012051 -0.000910497 0.000376241 0.000194666 -0.00092011 0.00061472 0.00185236 -0.000239937 0.000438436 -0.000605304
internal_weight=0 0.0205852 0.0187294 0.017429 0.0160551 0.0149901 0.0139576 0.00277399 0.0111836 0.0101674 0.00278262 0.00738478 0.00301652 0.00436826 0.00328993 0.0020404
internal_count=3910 3815 3538 2946 2473 2254 2133 1007 1126 988 399 589 309 280 212 136
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=17
num_cat=0
split_feature=4 160 11 48 3 52 13 47 12 12 13 1 15 3 16 16
split_gain=9.35173e-05 0.000145944 0.000135052 0.000193191 0.000164345 0.000131776 0.000197108 0.000276586 0.000119121 0.000168438 0.000132926 0.000132766 0.000253875 0.000214498 0.00020575 0.000202593
threshold=0.50541500000000006 -0.217635 0.088315000000000018 0.097140000000000018 0.090325000000000003 -0.37613999999999997 0.24813000000000004 0.09252500000000001 0.098845000000000016 0.090385000000000007 0.019675000000000002 0.094165000000000013 -0.0071449999999999994 0.0066850000000000008 -0.013024999999999998 -0.092014999999999986
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 7 8 9 10 11 12 15 -13 -14 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 13 14 -15 -16 -17
leaf_value=-0.0021509206667382364 0.0016214511105881221 -0.0019687264288604164 -0.0020048425680878595 0.0029744637660600636 0.0003059006488819858 8.8100979491622413e-05 0.0024063921699809423 -0.0027688558705896292 -0.0011974757141114726 0.0018313717202440042 -0.0019184389326093298 0.00329497026562014 0.0027990408636680642 -0.0002580869586877109 -0.00056018486444972537 -0.0032050334072849618
leaf_weight=0.0010541349798379026 0.0010653461554745404 0.0011617514609418541 0.0010079830154727789 0.0012769096992088979 0.0017591337611548852 0.0011887297145637202 0.0010248055507246787 0.0011948444732714026 0.0019298994385427296 0.0019503069753945773 0.0010344952621119119 0.001027585560635258 0.0011229768324599277 0.0011591901949050132 0.0012191102538466631 0.0012070145699766928
leaf_count=376 228 315 124 207 108 138 80 134 257 482 88 150 571 116 199 337
internal_value=0 -9.95165e-05 1.2733e-05 0.000124126 0.00142825 -0.000136005 1.54403e-05 -0.000172547 8.94767e-05 0.000340116 -2.53027e-05 0.000257521 -0.000275118 0.00141153 0.00105049 -0.00157103
internal_weight=0 0.0203189 0.0192647 0.0182568 0.00303604 0.0152207 0.014059 0.0130342 0.0118393 0.00990941 0.0079591 0.00692461 0.00473783 0.00218678 0.00234209 0.00239574
internal_count=3910 3682 3306 3182 315 2867 2552 2472 2338 2081 1599 1511 1245 266 770 475
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=27
num_cat=0
split_feature=1213 1429 4 31 133 15 16 158 42 49 1 475 3 15 42 43 484 52 3 0 1 52 3 2 16 12
split_gain=0.000526916 0.000523253 0.000420657 0.000372644 0.000332208 0.000471688 0.000622267 0.000406773 0.000380826 0.000376428 0.000506199 0.000349604 0.000377395 0.000410315 0.000446551 0.000635573 0.000381398 0.000280084 0.000257864 0.000234132 0.00022581 0.000222316 0.000218065 0.000416676 0.000197079 0.00018819
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 0.10681500000000001 -0.095799999999999982 -0.09601999999999998 0.090625000000000025 -0.09602999999999999 -0.085974999999999982 0.10647000000000001 -0.08459499999999999 0.15165000000000003 -0.03231499999999999 0.084100000000000022 -0.15426499999999996 0.085515000000000022 0.0053050000000000007 -0.083344999999999989 -0.083934999999999996 0.13148500000000005 -0.015039999999999998 0.092005000000000017 0.096540000000000015 -0.072804999999999981 0.088325000000000015
decision_type=2 2 2 2 2 2 2 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 20 8 -7 10 -10 -11 13 18 16 -16 17 -15 -13 -19 22 -8 23 -5 -20 -21
right_child=1 2 -4 4 -6 7 21 -9 9 11 -12 12 -14 14 15 -17 -18 19 24 25 -22 -23 -24 -25 -26 -27
leaf_value=-0.0008160086886351217 -0.00095419776491721404 0.00076257896873676147 0.00093051984152189219 -0.00042834844903167556 -0.00071618807822535369 -0.00039528528474856223 -0.0003725158453136823 -0.00072143523546003903 -0.0006140650457562573 -0.00044190033322418084 0.00057235694108248223 0.0012870552546727968 0.0012112937839453802 -0.00024108440739198993 0.00039368378807142738 -0.0010730826670806283 0.0010590490902694521 0.0008705750391956457 0.00082376280169365462 -0.00029984197479204495 0.0005418952256743706 -0.0011871310347671667 -0.00056679123300860089 0.000694593355090663 0.00014316387587646776 0.00054230879932302761
leaf_weight=0.0014728898128430609 0.0010084046228034096 0.001343619495516978 0.0010770901509737909 0.001358736560939322 0.0011901585080528595 0.0019744278613631197 0.0012279437745937871 0.0010091527339483866 0.0019949239153718148 0.0010422476486626761 0.0010907323117694823 0.0010581859698690771 0.0010380140090766607 0.0019175926552204153 0.0011179270578081102 0.0012023092291177928 0.0012078931964651929 0.0013906157110039064 0.0017209455875872026 0.001022980738925483 0.0012565475180009306 0.0014127064073040652 0.0014766836834496644 0.0012386000006345821 0.0016192724614920656 0.001058922772088744
leaf_count=592 181 68 209 79 445 168 123 167 117 200 62 68 59 205 27 296 35 81 137 39 46 105 52 73 201 75
internal_value=0 3.9464e-05 6.97837e-05 4.0786e-05 9.12117e-06 3.84456e-05 -0.000252438 0.000146462 0.000189276 0.000251722 -0.000194683 0.000341185 0.000398043 0.000334651 0.000162029 -0.000366371 0.000347845 0.000188468 0.000684661 0.000425675 2.2935e-05 -0.000808322 -0.000137128 0.000107152 0.000493822 0.000128503
internal_weight=0 0.0340566 0.0330482 0.0319711 0.0306275 0.0294374 0.00797122 0.0214661 0.020457 0.0184826 0.00308566 0.0153969 0.0143547 0.0133166 0.00891824 0.00232024 0.00659801 0.00539011 0.0043984 0.00347252 0.00533057 0.00264065 0.00407402 0.00259734 0.00334022 0.0020819
internal_count=3910 3318 3137 2928 2860 2415 478 1937 1770 1602 179 1423 1223 1164 758 323 435 400 406 195 250 228 204 152 338 114
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=17
num_cat=0
split_feature=150 484 3 151 41 1429 1 3 2 2 2 52 13 47 1 51
split_gain=8.6299e-05 0.000212295 0.000165531 0.000214442 0.000155447 0.000181944 0.000151618 0.000174321 0.000231556 0.000201489 0.000207824 0.00020535 0.000162094 0.000101533 0.000143431 1.50123e-05
threshold=0.08486500000000001 -0.0043499999999999988 0.097615000000000021 -0.077449999999999977 0.078150000000000011 0.026145000000000005 0.12811000000000003 -0.12008499999999998 0.113945 0.097940000000000013 0.10393500000000001 -0.068164999999999989 0.098990000000000009 0.086425000000000016 0.077800000000000022 -0.24028999999999998
decision_type=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 12 9 11 -11 -9 -3 14 -13 -8
right_child=2 4 -4 -5 -6 -7 15 8 -10 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0023933561890926024 0.0014633898000089079 0.0025869155401401613 0.0023418145778723071 -0.00114624755106252 -0.0019111025875024918 0.0022601131535431897 0.0008022567535541119 -0.0028625618387471442 -0.0025546676926708456 0.002420706687352954 -0.00048181636805441912 -0.00083701170705013656 -0.0002134460061327891 -0.0014728195915646219 0.0016710459186203479 0.0016873695018895408
leaf_weight=0.0011125672382072639 0.0015929542557220622 0.0010002309833181408 0.0011500785574478645 0.0018765658013641653 0.0011140562524058492 0.0010080915590497406 0.0010400723536037049 0.0011064934254637632 0.0014122060010646753 0.0012867594439190944 0.0014196994418694264 0.0013599687556693271 0.0013014807188211908 0.0013320469128328336 0.001152731757663783 0.0010573574556209291
leaf_count=583 196 86 99 158 157 178 26 272 226 131 154 816 92 127 392 217
internal_value=0 -0.000185788 0.000621997 5.19104e-05 -2.82593e-05 0.000116631 -4.37983e-05 -0.000282148 -0.000608407 -0.000249485 0.00089816 -0.000876813 0.00100348 -0.000305327 0.00031359 0.00124846
internal_weight=0 0.0167038 0.0046196 0.00346952 0.0155912 0.0144771 0.013469 0.0113716 0.00906991 0.0076577 0.00270646 0.00495124 0.00230171 0.00384475 0.0025127 0.00209743
internal_count=3910 3457 453 354 2874 2717 2539 2296 2118 1892 285 1607 178 1335 1208 243
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=27
num_cat=0
split_feature=133 480 1213 46 13 1374 1375 48 49 132 34 457 151 4 52 133 13 2 4 12 2 2 12 16 13 51
split_gain=0.000402189 0.000343547 0.00033237 0.000325465 0.000440214 0.000310058 0.000426731 0.000340277 0.000435368 0.000354434 0.000323115 0.000317504 0.000277523 0.000262489 0.000246069 0.000625744 0.000446068 0.000423607 0.000361269 0.000265169 0.000329806 0.000427763 0.000161453 0.000123117 0.00015974 0.000156882
threshold=0.10681500000000001 0.086640000000000009 -1.0000000180025095e-35 0.083550000000000013 -0.45122499999999993 -0.094679999999999986 -0.081864999999999979 0.11930500000000001 0.10513500000000002 0.080815000000000012 -0.13234499999999996 0.072090000000000015 -0.0017399999999999998 -0.0072799999999999991 0.11588000000000002 -1.0000000180025095e-35 -0.083924999999999986 0.086875000000000022 0.05309500000000001 -1.0000000180025095e-35 0.10325000000000002 0.086915000000000006 0.084235000000000018 -0.30307999999999996 0.20131000000000002 -0.070859999999999992
decision_type=2 2 2 2 2 2 2 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 -13 15 -14 22 -16 19 -18 21 -21 -17 -20 25 -25
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 11 13 14 -15 17 16 18 -19 23 20 -22 -23 -24 24 -26 -27
leaf_value=-0.00074211098780660358 -0.00086347023680150275 -0.00082749472613721559 0.00091502518142797689 -0.00075673314689852437 -0.00065005473081424219 0.0011046833631168946 -0.00086355030418721831 -0.00070468162367162972 0.00089702981903874409 0.00074127690686382397 -0.00071493242951383405 -5.1126746506714122e-05 -0.00093855694459952003 0.00094342884483409402 0.00024510150824613556 0.0012889393652683171 0.00040955006786717922 -0.00114714776671018 -4.6840258118366659e-05 -0.00022188895336379535 0.00037607550869909356 -0.0014345076208336421 0.00046847819305266975 0.00037018479120407244 8.4152705984083425e-05 0.0012384926077782161
leaf_weight=0.0012833047913552017 0.0013529823218304806 0.0011651820661881382 0.0015927663090970203 0.00112197536285663 0.0014396767019562154 0.0010139696300094361 0.0010427144293911885 0.0013644252934156822 0.0016101536749878039 0.0016981169162890433 0.0014014246139927014 0.0011168385974906769 0.0013130300235743306 0.0016131846966969112 0.0010508572751541925 0.0010159425610130552 0.0012811878394377542 0.0011256417887782755 0.0011730440874975073 0.0019826491148485339 0.0010004982672939811 0.001139102267519454 0.0014446037875192885 0.0010154241925393048 0.0011721898187048163 0.0010552076412492783
leaf_count=504 545 199 84 57 64 76 33 90 177 179 214 104 398 88 118 103 61 153 50 165 120 115 118 41 13 41
internal_value=0 1.36565e-05 4.42196e-05 7.6999e-05 0.000108534 6.27719e-05 0.000101309 6.15919e-05 0.000104703 4.8357e-05 -7.82546e-06 3.70107e-05 -4.24139e-05 0.000536561 1.73528e-05 9.61793e-05 0.000206819 -0.000474942 5.63638e-05 -0.000217085 -0.000411842 -0.000664364 0.000807241 0.000390967 0.000549338 0.00081268
internal_weight=0 0.0332331 0.0320679 0.0307846 0.0296626 0.0280699 0.0266302 0.0256162 0.0242518 0.0226417 0.0209435 0.0199008 0.0171708 0.00273002 0.0157694 0.0135929 0.0122798 0.0021765 0.0098193 0.00540344 0.00412225 0.00312175 0.00246055 0.00441587 0.00324282 0.00207063
internal_count=3910 3365 3166 2662 2605 2521 2457 2381 2291 2114 1935 1902 1710 192 1496 1225 827 271 606 461 400 280 221 145 95 82
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=26
num_cat=0
split_feature=31 1429 4 1374 133 1374 150 15 4 3 159 159 2 9 49 52 133 52 12 16 2 42 47 1 13
split_gain=0.000515204 0.000422427 0.000499131 0.00045148 0.000461932 0.00048728 0.000546944 0.000456757 0.000783608 0.000420271 0.00039736 0.000416159 0.000350311 0.000521365 0.000344817 0.000853662 0.000798634 0.000507973 0.000406994 0.000461512 0.000402675 0.000285079 0.000239313 0.000203938 0.000175824
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.086000000000000007 0.10681500000000001 -0.094679999999999986 0.082085000000000019 -0.075094999999999981 0.25367000000000006 0.096385000000000012 0.09141500000000001 0.079875000000000015 0.092175000000000021 1.0000000180025095e-35 0.082865000000000008 0.11401500000000002 -1.0000000180025095e-35 0.10062000000000001 0.088325000000000015 -0.049719999999999993 0.092450000000000018 0.091230000000000019 0.086425000000000016 0.10752500000000002 -0.092039999999999983
decision_type=2 2 2 2 2 2 2 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 22 12 11 14 13 -8 15 16 -9 18 19 -18 -21 -20 -7 -10 -25
right_child=1 2 -4 -5 -6 6 9 10 23 -11 -12 -13 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 24 -26
leaf_value=0.00093063882742543623 -0.0010770050209849683 -0.00088836012488098938 0.0010285502838380028 -0.0011031210718986052 -0.00092882290735136011 -0.00052693860925656861 -0.00065632333970760807 -0.0011183601175332471 -0.00041947899592834992 0.0013025880005410951 -0.00074485411345427937 0.0010678819816477174 0.00080184141300389115 0.00067565588053105708 0.00079825143031419415 -0.0011000175934380214 0.00050809878729586935 0.0012108698880515711 5.886850616227362e-05 -2.0956070774217542e-05 -0.0012191474713499979 0.00099767269377597917 -0.0014438806013150072 0.00085935434588751416 -1.451976702739935e-05
leaf_weight=0.001430044592498402 0.0010146988600293607 0.001471666858225972 0.0011275917894287132 0.0010392593952164289 0.0014027668454509026 0.0013550656168794658 0.0017205198001336566 0.001129105236938017 0.0013698859285771192 0.0012795595121088965 0.0013502156553967934 0.0012168783898727229 0.0019614560478499188 0.0013624059257608678 0.0015619633308709977 0.0015991687344092407 0.0017483027803554272 0.0013903984742675854 0.001498391553888645 0.0016950114829029144 0.001269019137411842 0.0018956989568144067 0.0016131375265787534 0.0010344256552934916 0.0014046041101531542
leaf_count=113 179 63 167 100 522 374 130 644 60 76 180 55 113 28 107 222 105 20 120 129 52 52 205 40 54
internal_value=0 -5.40889e-05 -2.40003e-05 -5.95678e-05 -2.6022e-05 1.49268e-05 6.00576e-05 -5.45498e-05 -0.000405675 0.000479261 9.09557e-05 0.000166171 0.000270415 -6.76953e-05 8.65837e-05 -4.34393e-06 0.000160552 0.000312605 0.000158536 -0.000147344 -0.000533949 0.000583218 -0.00102527 7.71625e-05 0.000356102
internal_weight=0 0.0355112 0.0344965 0.0333689 0.0323296 0.0309269 0.0294552 0.0231313 0.00677712 0.00632394 0.0163542 0.0150039 0.00504438 0.00308293 0.0137871 0.0122251 0.0106259 0.00949682 0.00810642 0.00471233 0.00296403 0.00339409 0.0029682 0.00380892 0.00243903
internal_count=3910 3797 3618 3451 3351 2829 2766 2419 733 347 1686 1506 271 158 1451 1344 1122 478 458 286 181 172 579 154 94
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=15
num_cat=0
split_feature=15 11 3 2 16 1 15 151 0 13 16 16 0 15
split_gain=0.000104456 0.000140982 0.000142708 0.000272683 0.000156385 0.000198177 0.000174042 0.000467652 0.000148685 0.000161284 0.000145294 0.000127433 9.16491e-05 0.000155943
threshold=-0.26361999999999991 0.081005000000000008 -0.12008499999999998 0.106285 -0.30307999999999996 0.094385000000000011 -0.0071449999999999994 -0.0074049999999999993 -0.099864999999999995 -0.00059999999999999995 -0.071319999999999981 -0.13863999999999996 -0.024394999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 -4 6 7 -6 10 -10 -7 -1 13 -8
right_child=1 -3 4 -5 5 8 12 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0022805792703612065 -0.00012962009771554184 -0.0019585726304796264 -0.0017218437044682392 0.0033822576237642205 0.00012166860985728943 0.00049805168744566442 0.0024425968553470189 -0.0043142345438821738 0.0010714560467458313 -0.0013983874103652642 0.0030328126839206282 -0.0003413627184629906 -0.00088324209038852046 -0.0005048980027060287
leaf_weight=0.001272035484648177 0.0019790804787338497 0.0012377085475032126 0.0019226925433159488 0.001038928357596447 0.0018225070632990129 0.0015462916454490605 0.00102122567229662 0.0012242832521159475 0.0017171735653972731 0.0015501969987470887 0.0012684280479349219 0.0010367269237688817 0.0016387161906563728 0.0012066312479265331
leaf_count=192 152 199 255 39 313 78 98 713 303 135 101 110 97 1125
internal_value=0 -0.000146577 -2.15382e-05 0.00107932 -0.000244247 -2.56345e-05 -0.000668599 -0.0016608 0.000705208 -0.000100356 0.00164032 0.00110322 0.000113236 0.000846202
internal_weight=0 0.0191739 0.0179362 0.00301801 0.0149181 0.0129955 0.00691336 0.00304679 0.00608209 0.00326737 0.00281472 0.00230876 0.00386657 0.00222786
internal_count=3910 3608 3409 191 3218 2963 2346 1026 617 438 179 302 1320 1223
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=17
num_cat=0
split_feature=4 11 1 16 16 4 2 39 52 49 16 457 15 15 51 43
split_gain=0.000101564 0.000206393 0.00018032 0.000166481 0.000158799 0.000129939 0.000175569 0.00020097 0.000208483 0.000193018 0.000293226 0.000248705 0.000202808 0.000147638 0.000120536 0.000155768
threshold=0.24280000000000004 1.0000000180025095e-35 0.11235500000000002 -0.52488999999999997 -0.5152199999999999 0.097045000000000006 0.10910500000000002 0.085060000000000011 0.098910000000000012 -0.084674999999999986 -0.094359999999999986 0.08351500000000002 -0.064869999999999983 -0.017214999999999998 -0.089214999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 6 7 8 9 -1 -11 12 -12 -8 -14 -16
right_child=2 -3 4 -5 -6 -7 13 -9 -10 10 11 -13 14 -15 15 -17
leaf_value=-0.002397205658039418 0.0009236295954025217 -0.0026808195592040573 0.00012521891549178619 -0.0020097978770673192 0.0029348395652695359 -0.0015241259530054164 -5.085308604376724e-05 0.001936721646681219 -0.0025231646682777813 -0.0025288561426971357 -0.0019795347136444576 0.0030909875170230827 0.0022921358113255292 0.0024692814911783387 -0.00141072483852457 0.001596128836573058
leaf_weight=0.0010570184064202541 0.0013693032118871074 0.0010329783915168358 0.0011371982831387805 0.001133835668769124 0.0014897765009162442 0.0017312642859925184 0.001361532193706827 0.0012160135286311 0.0014010661705729788 0.001056908294039669 0.0011076078541573343 0.0011338794783364303 0.001159112523378498 0.0016464583756939941 0.0011462844603692479 0.0010659799152223657
leaf_count=94 80 228 82 126 261 147 236 135 474 186 346 119 132 159 825 280
internal_value=0 -0.000232365 0.000682363 -0.000405112 0.00171858 -6.46804e-05 0.000124558 -0.000225568 -0.000513629 -0.000149248 0.000207006 0.000722172 0.000122493 0.00132857 0.000813078 3.8128e-05
internal_weight=0 0.0161161 0.00513011 0.00250314 0.00262697 0.0150831 0.0133519 0.0103439 0.00912786 0.00772679 0.00666977 0.00561286 0.00447898 0.00300799 0.00337138 0.00221226
internal_count=3910 3361 549 206 343 3133 2986 2591 2456 1982 1888 1702 1583 395 1237 1105
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=29
num_cat=0
split_feature=1429 1213 14 133 1374 480 1456 453 38 42 376 133 49 1 457 2 124 160 160 39 43 13 52 4 16 1 1 2
split_gain=0.000511467 0.000533221 0.000478591 0.000415407 0.000444526 0.000450012 0.000347774 0.000499817 0.000471916 0.000325951 0.000452884 0.000390987 0.000479254 0.000635915 0.000365474 0.000323684 0.000291253 0.000256701 0.000282495 0.00020697 0.00023587 0.000410546 0.000199952 0.000512978 0.000545911 0.000366472 0.000327103 8.27529e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.10681500000000001 -0.094679999999999986 0.086640000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.084445000000000006 -0.10770999999999999 0.086445000000000008 -0.10260499999999999 -0.084934999999999997 0.10113500000000002 0.082870000000000013 0.092175000000000021 0.11158000000000001 -0.092169999999999988 -0.077604999999999993 0.0042750000000000002 -0.26007999999999992 0.0015650000000000002 0.071660000000000015 0.074650000000000008 -0.52908499999999992 0.076710000000000014 0.095575000000000007 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 16 11 -11 13 15 17 -13 -8 -14 -19 20 -20 22 23 26 -25 -24 -22 -16
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 12 14 -15 27 -17 -18 18 19 -21 21 -23 25 24 -26 -27 -28 -29
leaf_value=-0.0011232071409087818 -0.00093566528717442543 -0.00071031740172286821 -0.00081841962127503654 -0.00075842022983147513 -0.00060429968585488675 -0.00082443540635989342 -0.00088012186741038873 -0.00083701077232124874 -0.00062974280360154477 -0.00051090872623982492 0.0014414853657555081 -0.0012075089071548117 -0.00033761130652858423 0.00081608326555729241 0.0014430852843461204 -7.8356606458775336e-05 0.00033392879854966313 0.0011563348597630218 0.0010043515275661619 0.001108793035651054 -0.0008658200434627873 -0.00059944164044833524 0.00016385891508905302 -0.00018160267832586263 0.0012737058711432172 0.0012887010342819711 0.00027303648401535025 0.00082337411663503917
leaf_weight=0.0010528933733003334 0.001466311828371882 0.0015328435562622636 0.0015505461926439415 0.0014086249875075998 0.0012754158884774039 0.0011156721107419961 0.0010131828532562162 0.0010433747182139177 0.0013461122566216224 0.0012751242384326641 0.0010367439929477367 0.0011010571106391245 0.0010349677871100424 0.0013491149979074635 0.0011175614860103869 0.0016281990358197884 0.0010320855150212083 0.0014811094375752074 0.0012491340837073048 0.001007564942912543 0.0013308189319121422 0.0012476068903592994 0.0015089086901799997 0.0011183368293146145 0.0016521643615814985 0.0014888278305633662 0.0012802896745554015 0.0011125328289640635
leaf_count=181 592 62 111 452 252 179 117 86 74 285 57 63 175 84 58 48 14 131 15 112 233 116 118 29 76 43 62 85
internal_value=0 1.4258e-05 5.4822e-05 9.61185e-05 0.00013448 0.000177867 0.000216789 0.000254933 0.00029807 0.000347897 0.000402572 0.000353577 0.000406808 -8.73207e-05 0.00052799 -0.000533888 -0.000267486 0.000434149 0.000493914 0.000411353 0.000346742 0.000261415 0.000389588 0.000204139 0.000686258 0.000722512 -0.000307411 0.00113393
internal_weight=0 0.0358042 0.0343379 0.0327874 0.0313788 0.0298459 0.0287302 0.0274548 0.0264114 0.0250653 0.0230201 0.0219833 0.0207082 0.00407837 0.0166298 0.00272926 0.00204527 0.0143997 0.0133648 0.0118837 0.0108761 0.00962695 0.00837935 0.00538161 0.0027705 0.00299774 0.00261111 0.00223009
internal_count=3910 3729 3137 3026 2574 2512 2333 2081 1995 1921 1790 1733 1448 195 1253 111 131 1110 935 804 692 677 561 400 105 161 295 143
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=17
num_cat=0
split_feature=14 38 124 484 3 42 15 3 0 43 47 0 52 1 4 0
split_gain=0.000137626 8.51832e-05 0.000182473 0.000132545 0.000112822 0.00022152 0.000249075 0.000179702 0.000153352 0.000241932 0.000288113 0.000158408 0.000106859 0.000183867 9.83926e-05 8.92511e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.100615 0.094935000000000005 -1.0000000180025095e-35 -0.078669999999999976 -0.053834999999999994 -0.074254999999999988 0.09252500000000001 -0.017269999999999997 -0.074484999999999982 0.089075000000000015 0.15045000000000003 0.047345000000000005
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 -6 9 -9 12 -10 -11 -14 -15 -8
right_child=-2 -3 3 4 7 -7 15 8 11 10 -12 -13 13 14 -16 -17
leaf_value=0.0019455994371909569 -0.0020197108676924683 -0.0014552555136977234 -0.0017121035205359581 0.0031837570292807152 -0.0019381771600878968 -0.0014458518789679262 -0.00072644998887299141 0.0026742023792283008 -0.0026962096731019359 -0.00044170945980239905 -0.0024609295115430667 0.00014011256897950274 -0.00071275564899791468 0.003341301563656288 0.00095694526836107615 0.0014897902643914577
leaf_weight=0.0016360152795439021 0.0010015173695827597 0.0010444365486098608 0.001280838012157697 0.0015491354452520367 0.0015155090052612298 0.0010175261908527133 0.0012177826872512522 0.0013142617109198687 0.001066173620135169 0.0018193679889679237 0.001145166945613018 0.0014081188136405662 0.0010014804615149572 0.0010859533062410609 0.0010479171282806454 0.0010364954783668168
leaf_count=269 126 91 568 142 1302 51 103 181 125 120 95 130 255 149 99 104
internal_value=0 8.84856e-05 0.000172717 7.03068e-06 0.000142744 0.000854684 0.00147015 -0.000158224 0.000114573 0.00051392 4.84728e-05 -0.00108206 0.000628462 0.00124946 0.00217037 0.000292556
internal_weight=0 0.0201862 0.0191417 0.0175057 0.0162249 0.00482094 0.00380341 0.0114039 0.00988844 0.00741415 0.00609989 0.00247429 0.00495472 0.00313535 0.00213387 0.00225428
internal_count=3910 3784 3693 3424 2856 400 349 2456 1154 899 718 255 623 503 248 207
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=24
num_cat=0
split_feature=1213 1456 453 1374 0 1 11 133 148 3 49 376 52 13 49 49 13 2 4 47 47 15 48
split_gain=0.000442342 0.000414278 0.000416368 0.000333731 0.000532298 0.000350444 0.000461441 0.00050921 0.00050348 0.000381032 0.000556721 0.000418224 0.000387964 0.00034077 0.000291709 0.000320478 0.000279114 0.000242131 0.000227131 0.000613608 0.000268372 0.000140746 7.43909e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11327500000000001 0.080455000000000013 0.10681500000000001 -0.080629999999999993 -0.115685 -0.084934999999999997 0.048375000000000008 0.10218500000000001 -0.070604999999999987 -0.029304999999999998 0.11115500000000002 0.049070000000000009 0.097940000000000013 0.43006500000000009 0.11170500000000001 0.13283000000000003 -1.0000000180025095e-35 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 22 6 7 8 -6 16 -11 12 13 17 -7 18 -10 -12 19 -16 -21 -15 -5
right_child=1 2 -4 4 5 14 -8 -9 9 10 11 -13 -14 21 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.000867839750068064 -0.00077019470784136113 -0.00063853328182090802 -0.00085367012808570237 0.0010526288392370658 -0.00087467008097325829 0.00090178390824598284 -0.00078893949888091239 -0.00098076605820642893 0.001162465515102397 -0.00074313598526651661 0.00015213961809289777 0.00093207458731000734 -0.00078469039853156766 -0.00040890853716411471 -0.00099009165362565514 0.00086267402787739789 0.00026125823757622432 0.0009700493738607367 0.00060261786780264328 0.00083598296552634733 -0.00019314889548272847 0.00015309460100126644 0.00052055399558406125
leaf_weight=0.0012507556873689379 0.0013592577555957544 0.0012882761931791711 0.0010379382552982977 0.0011791835182228773 0.0010637061890790287 0.0015042238050214651 0.0016327651344941732 0.0010031138139244824 0.0012144073671684847 0.001644641272085857 0.0016462848191453874 0.001332015242287877 0.0010290162942131476 0.0018292765105670829 0.0012538628679680799 0.0011549505559524768 0.0018265592611601544 0.0014403897520325337 0.0010247857277690536 0.0010162455222797462 0.0011424798380019752 0.0019584431131302498 0.0010582943469970019
leaf_count=592 332 68 91 58 77 126 172 390 44 136 350 77 251 248 60 73 71 78 220 28 18 326 24
internal_value=0 1.60702e-05 5.25697e-05 8.58743e-05 0.000120497 5.88986e-05 -5.11919e-05 2.41508e-05 9.14223e-05 0.000165241 3.78142e-05 0.000176886 4.96084e-05 0.000174493 0.000332252 0.000179059 0.000621155 0.000533815 1.1291e-06 -0.000179495 0.000291327 -0.000118324 0.000800965
internal_weight=0 0.0306401 0.0292809 0.0282429 0.0269546 0.0247172 0.0176206 0.0159879 0.0149847 0.013921 0.0108801 0.00923543 0.00790341 0.00687439 0.00709655 0.00559232 0.00304097 0.00308667 0.00443737 0.00341259 0.00215873 0.00378772 0.00223748
internal_count=3910 3318 2986 2895 2827 2745 2220 2048 1658 1581 1466 1330 1253 1002 525 399 115 428 326 106 46 574 82
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=25
num_cat=0
split_feature=1213 51 1 3 14 47 31 47 47 2 123 50 1 42 49 42 159 1374 0 0 3 15 4 0
split_gain=0.000536286 0.000376354 0.000571876 0.000498619 0.00049375 0.000446245 0.00029601 0.000297495 0.000617474 0.000553015 0.000344296 0.000365905 0.000523841 0.000362299 0.000327673 0.000319452 0.000460149 0.000469491 0.000413794 0.00027837 0.000562027 0.000339385 0.000447555 0.000142512
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.13662500000000002 0.11265500000000002 0.073890000000000011 0.11896000000000002 -1.0000000180025095e-35 0.10783500000000001 0.086425000000000016 0.091985000000000011 0.083745000000000014 0.086465000000000014 0.11235500000000002 0.091955000000000023 -0.085974999999999982 -1.0000000180025095e-35 0.096890000000000018 -0.094679999999999986 0.048265000000000009 -0.070894999999999986 0.092005000000000017 -0.089024999999999979 -0.078094999999999984 -0.15137999999999999
decision_type=2 2 2 2 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 -3 8 10 -10 11 12 13 14 -8 -16 17 -17 19 20 21 -19 -23 -14
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 -13 23 -15 15 16 -18 18 -20 -21 -22 22 -24 -25
leaf_value=-0.00088639780977686593 -0.0007791722115970312 0.00084366628989967932 0.0014031824601204472 8.4422039513168114e-05 -0.00091952345141362067 -0.00089307289466132209 -0.00049719800345313211 0.00069404386466650483 -0.0014092018463443593 -1.0041310408258346e-05 0.00079250658885471879 -0.00068399315871497783 0.00030442819878398112 -0.0006400705339088856 -0.00057523593752077673 -0.00052499235106785562 -0.00068433374451446405 0.00062460759598099156 -0.00016502791041846047 0.0010672444911822077 0.001120420406298522 0.00044119679902580438 -0.00083963563766254249 0.0010070152367134706
leaf_weight=0.0014184452731737093 0.0011796763197709495 0.0010298204325468732 0.0012051057830924977 0.0012293089281421865 0.001183527433351427 0.0010441586689839957 0.0018886530778544621 0.0014251459707339533 0.0011703814225372733 0.0012294407102414473 0.0013724225803954373 0.0013862160008687929 0.0010587979810203763 0.0016987494290632279 0.0011671449351885492 0.0012514592606471852 0.001077523008677612 0.0016522209420107778 0.0020010327599413458 0.001872468955756549 0.0017007396137955766 0.0010903873356364821 0.0012347816519156021 0.001454676596060577
leaf_count=592 133 78 92 118 107 91 107 71 169 54 164 471 32 295 450 51 110 88 109 56 53 90 215 114
internal_value=0 2.86979e-05 5.90257e-05 0.000737247 2.07204e-06 4.12983e-05 7.77541e-05 4.71018e-05 9.171e-06 -0.000692405 8.60248e-05 3.88079e-05 9.11333e-05 -2.5327e-06 6.99758e-05 0.000152074 0.000223524 0.000314076 0.000424011 0.000580116 0.000419476 0.000119752 -0.00023899 0.000711051
internal_weight=0 0.0326038 0.0314242 0.00243441 0.0289897 0.0278062 0.0267621 0.0257322 0.0243071 0.00239982 0.0219073 0.0205349 0.0191486 0.0166352 0.0149364 0.0130478 0.0118806 0.0108031 0.00955163 0.0075506 0.00567813 0.00397739 0.00232517 0.00251347
internal_count=3910 3318 3185 210 2975 2868 2777 2699 2628 223 2405 2241 1770 1624 1329 1222 772 662 611 502 446 393 305 146
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=26
num_cat=0
split_feature=1374 1213 1456 453 1374 0 1 11 49 133 4 49 43 3 49 47 2 16 2 4 13 9 151 12 3
split_gain=0.00040728 0.000402429 0.000333305 0.000406064 0.000385962 0.000736381 0.000431079 0.000645492 0.000526152 0.000496199 0.000462007 0.000458447 0.00036274 0.000595025 0.000341274 0.000320249 0.00022269 0.000447519 0.000266756 0.000213389 0.000204125 0.000202556 0.000226373 0.000113313 3.9793e-05
threshold=0.089520000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.230625 0.11561500000000001 0.080455000000000013 -0.029304999999999998 0.10681500000000001 -0.076854999999999993 -0.12164499999999999 0.0050750000000000005 -0.013944999999999997 0.11115500000000002 0.11170500000000001 0.092175000000000021 0.0015250000000000001 0.11230000000000001 -0.015104999999999999 0.10741000000000002 -0.016839999999999997 -0.0045549999999999992 0.083325000000000024 -0.013944999999999997
decision_type=2 2 2 2 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 9 -8 10 12 -12 13 20 15 -10 17 21 19 -18 -7 -13 -23 -14 -21
right_child=-2 2 3 -5 5 6 8 -9 14 -11 11 16 23 -15 -16 -17 18 -19 -20 24 -22 22 -24 -25 -26
leaf_value=-0.00071758028919762093 -0.00089451955320685519 -0.00065592252744863953 -0.00063753842466276339 -0.00073763186898578208 0.0010607971587343959 0.00092673165526145477 0.0011144423055398098 -0.00080186049818545572 -0.00042601216665888003 -0.00088293290313950416 -0.00096998367639926548 8.8360181112096906e-05 0.0011939361527428069 -0.00045973975933171678 0.00081436795634436728 0.0003471517907534771 -1.7472332964973699e-05 0.00062261623719066033 -0.00026532263997956844 0.00053661861296385718 0.00012867046695372129 -0.00011543782952706569 -0.00095070226873721856 0.00057566518243639612 0.00092291991678972673
leaf_weight=0.0014351218260902346 0.001009279423785924 0.0012954213933183681 0.0013280966842579281 0.0011778471997063713 0.0015901440684231638 0.0014938018280297172 0.0015017013828536596 0.0018930874679790035 0.0019641898129827409 0.0010385293567942424 0.0010036594524236433 0.0011250955249977315 0.0010163385679042847 0.0017908133667812092 0.0012741143248350337 0.0022583228607651051 0.0011604230259066872 0.00105214540634474 0.0014090562405413842 0.0010376512518996961 0.0010848800084453103 0.0010525278598072507 0.0016087293580768396 0.0013578590066369023 0.0010540250796258199
leaf_count=592 83 325 68 89 63 255 96 178 263 388 72 20 13 110 65 39 101 124 146 144 32 186 313 87 58
internal_value=0 8.13062e-06 4.01089e-05 6.89406e-05 0.000100508 0.000134581 8.03877e-05 -2.34743e-05 0.000379858 5.71115e-05 0.000113716 -6.99291e-05 0.000399744 0.000160347 0.000179166 -1.25015e-05 2.51637e-05 -0.00018527 0.000243604 0.000464109 0.000590978 -0.000409764 -0.000620355 0.000840333 0.000731281
internal_weight=0 0.0340036 0.0325685 0.031273 0.0300952 0.0287671 0.027177 0.0201786 0.00699833 0.0182855 0.017247 0.0105033 0.00674369 0.0043695 0.00549663 0.00422251 0.00949965 0.0048385 0.00466116 0.0032521 0.00257868 0.00378635 0.00266126 0.0023742 0.00209168
internal_count=3910 3827 3235 2910 2821 2753 2690 2227 463 2049 1661 1164 497 397 367 302 1092 643 449 303 287 519 499 100 202
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=26
num_cat=0
split_feature=1213 1456 1374 453 0 31 1 11 43 43 4 0 15 43 2 4 3 47 13 4 2 4 3 3 48
split_gain=0.000474109 0.000433285 0.000450814 0.000455897 0.000652339 0.000420375 0.00035048 0.0004366 0.000539193 0.00063153 0.00040431 0.000365311 0.000581474 0.000329601 0.000240533 0.000282768 0.000413859 0.000246884 0.000229858 0.000209025 0.000391156 0.000340185 0.000198213 0.00018766 0.000155945
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.11327500000000001 0.080455000000000013 -0.07526999999999999 0.0033500000000000005 -0.060264999999999992 -0.070894999999999986 -0.089594999999999994 0.10440000000000002 0.14073000000000005 0.24280000000000004 0.11265500000000002 0.13135500000000003 0.17936000000000002 -0.0021099999999999995 0.088055000000000008 0.17888000000000001 -0.100615 -0.13309499999999996 0.08740500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 24 -6 7 8 11 19 13 12 -7 -11 15 16 17 -8 22 20 -10 -21 -13 -17 -4
right_child=1 2 3 -5 5 6 14 -9 9 10 -12 18 -14 -15 -16 23 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.00092313911644315765 -0.00082495765568663213 -0.00080355253085374933 0.0013698167607246793 -0.0008686900266540894 0.0010174048269010582 0.00060996338752607106 -0.0003076931433473037 -0.00085052900882347693 0.00025728445614187919 0.001032633725243139 -0.00048832533076403244 0.0013954608782283883 -0.00073153038848084513 -2.1482948740850396e-06 0.0009354724913256488 -6.3993275102040764e-06 -0.00094973468877661543 0.0007520864994314116 3.5099802057453009e-05 -0.0015686765287127057 -0.00087336663640549079 -0.00037418511398617154 0.0005293685115336027 0.00083065299749908114 0.00057864643951359321
leaf_weight=0.00136317084626529 0.0014268986895640259 0.0014270679728767268 0.0010448725469958077 0.0011558014909842642 0.0011146342037779413 0.001604372104901608 0.0010291199826308875 0.0016950561998322336 0.0014498970288885004 0.0015307140661124929 0.0014817329333717474 0.0011712210303471693 0.0016098068552362552 0.0015313006858984068 0.0012924309065151622 0.0010180898400449223 0.0010468697006338346 0.0011660605385674927 0.0010386029525086826 0.0011639222390368758 0.0016013727639747066 0.0012086461414080318 0.0014971672137196147 0.0019264003892641851 0.0015221198322308283
leaf_count=592 332 68 52 91 110 221 79 172 317 116 188 30 498 90 164 45 42 14 28 142 234 46 92 117 30
internal_value=0 2.54736e-05 6.3011e-05 0.000103032 0.00014079 6.9016e-05 2.8456e-05 -8.75559e-05 -1.09794e-05 -0.000245778 0.000187909 0.000327168 -6.19176e-05 0.000515144 0.000316723 0.00018746 -0.000133842 0.000255252 0.000664528 -0.000609093 -0.000336106 -0.000960172 0.000909518 0.000541233 0.000900686
internal_weight=0 0.0337542 0.0323273 0.0309002 0.0297444 0.0271774 0.0260628 0.0185838 0.0168888 0.00996759 0.00454375 0.00692117 0.00321418 0.00306201 0.00747897 0.00618654 0.00324205 0.00219518 0.00370699 0.00542384 0.00305127 0.00237257 0.00266839 0.00294449 0.00256699
internal_count=3910 3318 2986 2918 2827 2745 2635 2174 2002 1133 394 869 719 206 461 297 135 93 150 739 551 188 122 162 82
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=16
num_cat=0
split_feature=14 1 48 11 43 2 52 4 48 0 16 3 3 2 0
split_gain=0.000115618 8.97803e-05 0.000136268 0.000220566 0.000142559 0.000153567 0.000202732 0.000286007 0.000175245 0.000141829 0.000121847 0.000121002 0.00015632 9.99428e-05 5.46099e-05
threshold=0.077685000000000018 0.12730000000000002 -0.064549999999999982 0.081005000000000008 -0.083899999999999988 0.092175000000000021 -0.084699999999999984 -0.0010999999999999996 0.097140000000000018 -0.032484999999999993 -0.061204999999999989 -0.13927999999999999 -0.084129999999999996 0.10393500000000001 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 -6 -8 9 13 -3 -4 -13 -7 -9
right_child=-2 10 3 -5 5 8 7 14 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0017971547953986782 -0.0020716660639634107 0.0028623132412065708 0.0028691826902822837 -0.0027262687425187028 -0.0034095775800096796 0.0016775704359437947 0.0014607317800955832 -0.0010104299664248321 0.001980218159414487 -0.0018326486474033628 0.00014554848912153807 -0.0012243308375762699 0.0016983320290818549 -0.0006227783341857155 -0.0030336126185130465
leaf_weight=0.0013991454645124737 0.0010171807459757312 0.0010115117551317901 0.0010099606496383196 0.0012807666077350168 0.0012256948096168079 0.0013854901346869106 0.0016546310079456105 0.001045009578824585 0.0017025774324767318 0.0016541443582047122 0.0017812478820640179 0.0013240267157080057 0.0015552071832353994 0.0015796274245882883 0.0010405153303884602
leaf_count=171 126 207 57 161 216 290 1003 61 143 97 131 465 245 303 234
internal_value=0 8.72276e-05 -7.57868e-05 -0.000235015 -2.47796e-05 -0.000380419 -0.00120313 -0.000480049 0.000265826 -0.000366068 0.00112954 0.0010074 0.000354334 0.00045209 -0.00201984
internal_weight=0 0.0206496 0.0178568 0.0164577 0.0151769 0.0112877 0.00496585 0.00374016 0.00632184 0.00461926 0.00279276 0.00388919 0.00287923 0.00296512 0.00208552
internal_count=3910 3784 3446 3275 3114 2347 1514 1298 833 690 338 767 710 593 295
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=26
num_cat=0
split_feature=1456 1213 31 2 44 51 15 15 2 11 16 0 150 151 40 42 43 160 2 4 3 10 12 4 2
split_gain=0.000510158 0.000510293 0.000366593 0.000318774 0.000373141 0.000317261 0.000348404 0.000353883 0.000495793 0.00038581 0.000343752 0.000272782 0.000376639 0.000335663 0.000260116 0.000866149 0.000303376 0.000395164 0.000331638 0.000414085 0.000229845 0.000228474 0.000179208 0.000316599 0.000164242
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.081835000000000019 0.13669500000000004 -0.23821499999999998 -0.095799999999999982 0.099675000000000014 0.080455000000000013 -0.096824999999999981 -0.230625 0.086420000000000011 -0.070479999999999987 0.057150000000000006 -0.094739999999999977 -0.083899999999999988 -0.082384999999999986 0.10113500000000002 -0.0021099999999999995 -0.084129999999999996 0.11051500000000002 0.080120000000000011 -0.06272999999999998 0.10946500000000002
decision_type=2 2 2 2 2 2 2 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 21 8 10 11 -8 -9 14 -14 15 -13 20 -18 19 22 -17 -4 -19 -24 -20
right_child=1 2 3 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 16 17 18 24 -21 -22 -23 23 -25 -26
leaf_value=-0.00089851691504373981 -0.00091474162739181662 0.00086238256359738043 0.00084222788262669946 0.0007625227971703656 -0.00090795696855175726 -0.00075137158444486677 -0.00028479424687422429 0.00069588587940956983 0.00027363181721402544 -0.00081636494535502189 -0.0013291728182755211 -0.0011956550113135405 1.9825240469988232e-05 -0.0011311047709692669 0.00091856989783477012 0.00030030467337119587 -0.00080955721653355641 0.0010410233294637077 -0.00071231652563423671 -0.00026314375014510865 0.0011164755662571612 -4.1679312608455301e-05 -0.0001878429253486118 0.00096610623660464516 0.00010483011195775593
leaf_weight=0.0014374313857458123 0.0012787822654852224 0.0012620455300024749 0.0020106060854180102 0.0013016620833610137 0.0010130002043702282 0.0011495735065361048 0.0016103024142647415 0.0018346770404868906 0.0017063544775077766 0.001019914652047981 0.001315674982283333 0.0010612390270461477 0.0013426512008685165 0.0010278810637059923 0.0010010340455259845 0.0020054492036208349 0.0010054741341749291 0.0016830174546029683 0.001082244299468571 0.0015259460765351968 0.0013109319629172047 0.0010090353794212081 0.0011043200193487576 0.0010809331223635768 0.0011826878989193157
leaf_count=369 555 113 154 160 42 104 92 60 127 139 157 149 118 117 18 213 215 60 56 128 98 26 429 98 113
internal_value=0 2.39809e-05 6.19129e-05 2.86649e-05 -4.18031e-06 2.84356e-05 6.17355e-05 4.43881e-07 -0.000375718 9.08773e-05 -0.000754402 0.000141583 7.96255e-05 -0.000479227 0.000173961 0.00011681 0.000233064 8.38429e-05 0.000201126 0.000405504 0.000622929 0.000546864 0.00066927 0.000382957 -0.000285624
internal_weight=0 0.0329254 0.0316467 0.0303846 0.0290829 0.0280699 0.0269204 0.0239007 0.00463233 0.0192684 0.00292598 0.0182485 0.0164138 0.00237053 0.0140433 0.0130422 0.011981 0.00866462 0.00765915 0.00539422 0.00331638 0.00301964 0.00386827 0.00218525 0.00226493
internal_count=3910 3541 2986 2873 2713 2671 2567 2387 376 2011 249 1872 1812 235 1577 1559 1410 1099 884 715 311 180 587 527 169
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=17
num_cat=0
split_feature=10 160 124 4 158 457 15 2 2 12 0 4 16 1 0 15
split_gain=0.000108909 0.000123482 0.00013994 0.000236743 0.000176009 0.000150091 0.000159784 0.000162962 0.000354905 0.000310525 0.000250516 0.00020241 0.000271821 0.000145708 0.00011532 0.000106123
threshold=0.08302000000000001 -0.217635 0.098110000000000017 -0.49837999999999999 0.085745000000000002 -0.0034949999999999994 0.10043500000000001 0.091985000000000011 0.11230000000000001 -0.0089849999999999982 -0.13506999999999997 0.015635000000000003 -0.010819999999999998 1.0000000180025095e-35 -0.072559999999999986 -0.098459999999999978
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 9 11 -7 -10 12 -9 -11 15 -15
right_child=-2 2 -4 4 -6 6 -8 8 10 13 -12 -13 -14 14 -16 -17
leaf_value=-0.0020458690838036828 0.0018221339425153501 -0.0026449573117159056 0.0021450806960494214 -0.0017025927974292814 -0.002308047506661381 -0.0030473398756572282 -0.0018112899653634127 -0.00054336597006098008 -0.0016111224083017199 -0.0010051633249120373 0.0016720484907940623 0.0042755984169319198 0.0033176727171727268 -0.00093965556353859845 0.0027525808660104735 0.0013554710509131012
leaf_weight=0.0010812545393110709 0.0010669162369566628 0.0012017842046025918 0.0010005746060035006 0.0013115080360322209 0.0010255003326218861 0.001055087587086387 0.0010758099109814687 0.0012469718771557919 0.0019387955017867581 0.0017082511688192104 0.001380920455595484 0.001299817716738344 0.0012845468243896097 0.001147322025573938 0.0010264851387973284 0.0017895893190167933
leaf_count=413 95 160 49 263 291 110 235 137 127 863 285 161 154 60 124 383
internal_value=0 -0.00010815 -6.67112e-07 -0.000116768 5.8954e-05 0.000208191 0.000375777 0.000545319 0.00116444 -0.000112856 -0.000245404 0.00238602 0.00141581 0.000433042 0.00105292 0.000458866
internal_weight=0 0.0205742 0.019493 0.0184924 0.0172906 0.0162651 0.0149536 0.0138778 0.00715105 0.00672674 0.00331972 0.00383134 0.00253152 0.00567165 0.0039634 0.00293691
internal_count=3910 3815 3402 3353 3193 2902 2639 2404 864 1540 412 452 291 1430 567 443
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=28
num_cat=0
split_feature=1213 52 1374 1374 160 133 484 14 1132 0 11 0 4 1 14 13 47 151 52 13 48 2 150 43 0 2 1
split_gain=0.00071397 0.000544336 0.000468459 0.000435503 0.000424882 0.000368541 0.000406095 0.000430979 0.000398858 0.000376207 0.000527113 0.000625002 0.000449906 0.000434583 0.000543858 0.000479143 0.000565083 0.000432839 0.000470047 0.000330272 0.000289085 0.000280208 0.000234656 0.00022074 0.00015532 0.000101999 1.47893e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.089520000000000016 -0.094679999999999986 -0.26821999999999996 0.10681500000000001 -0.083374999999999991 0.077685000000000018 -1.0000000180025095e-35 -0.076099999999999987 0.087830000000000005 -0.099864999999999995 -0.49837999999999999 1.0000000180025095e-35 -0.13131999999999996 -0.13934999999999997 0.09252500000000001 -0.084874999999999992 1.0000000180025095e-35 -0.083514999999999992 0.084500000000000006 0.10113500000000002 0.084475000000000008 0.083940000000000015 -0.14534499999999997 0.096540000000000015 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 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 13 -11 -10 -15 -16 20 -14 23 -13 24 -20 -22 25 -17 26 -19
right_child=1 2 -4 4 5 -7 7 -9 9 12 -12 19 17 14 15 16 -18 18 21 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0010355320059060153 -0.0010687492308749447 -0.00071395103630230306 -0.00098393637579582863 -0.00085350955513522199 -0.00067391024274313061 -0.00062786291114359544 -0.00068796258891396368 -0.0005669896283817795 -0.00034612732086132454 -0.00017526933720159971 -0.00092432412069145457 0.00016101193078509507 -0.00025875448784156167 -0.00025292608209616482 0.0015175363496572388 0.001471892753088098 -0.00031836972803147743 0.0015190646844780577 0.0007219515531117686 -0.00080799924490393329 -0.00012235235430650386 -0.00021224416066246659 0.00085173649498099474 0.00043323199011817691 0.00072259275803525944 0.00091181777925146629 0.0012787663856510746
leaf_weight=0.0016020382462213619 0.001067810356820186 0.0015687619300903668 0.0010145421382317102 0.0010383490461868252 0.0012564654794545637 0.0013876379936358365 0.0010051913287594519 0.001560140882493787 0.0016020181840657394 0.0018433267958002384 0.0010207754758084766 0.0015687946041060136 0.0010793882929647234 0.0017637905059375578 0.0013985713384390159 0.0014006899756385267 0.0014833030603540465 0.0015460388669915684 0.0017439950139521709 0.0018116740765231837 0.0011581912728011456 0.0013706344616757349 0.0012073939116490351 0.0010221008472987014 0.0012526115790585345 0.0014600728069121965 0.0010135706192790916
leaf_count=592 345 68 79 285 261 410 24 66 105 74 39 253 35 44 97 79 56 61 67 485 42 83 26 39 26 119 50
internal_value=0 1.89101e-05 5.15542e-05 8.1949e-05 0.000119791 0.000151416 0.00018679 0.000223684 0.000268134 0.000304065 0.000149876 0.000224739 0.000522115 0.000399678 0.000523304 0.000696593 0.000520014 0.000661302 0.000783059 -0.000358304 0.000767793 0.000310846 0.000374822 0.00107477 0.00111815 0.0012379 0.00142391
internal_weight=0 0.0366458 0.035578 0.0345635 0.0329947 0.0319564 0.0305687 0.0293123 0.0277521 0.0267469 0.0156678 0.014647 0.0110791 0.0112666 0.00966455 0.00790076 0.00650219 0.0092358 0.00815641 0.00338047 0.00501889 0.00311463 0.00236559 0.00504178 0.0026533 0.00401968 0.00255961
internal_count=3910 3318 2973 2894 2826 2541 2131 1870 1804 1780 1252 1213 528 475 370 326 229 454 419 738 173 150 68 269 105 230 111
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=17
num_cat=0
split_feature=14 52 1 52 4 2 2 3 49 4 12 13 3 4 4 0
split_gain=0.000106711 0.000107951 0.000112428 0.000155472 0.000197233 0.000167355 0.000491248 0.000164183 0.000193427 0.000409706 0.000157788 0.000197319 0.000146022 0.00013601 0.00015133 6.89831e-05
threshold=0.077685000000000018 -0.40083499999999994 0.11235500000000002 0.11401500000000002 -0.029114999999999999 0.11230000000000001 0.099675000000000014 0.090325000000000003 -0.081274999999999986 0.035895000000000003 -1.0000000180025095e-35 -0.070604999999999987 -0.12008499999999998 0.24280000000000004 0.053925000000000008 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 -6 -10 -3 -12 -13 14 -4 -15
right_child=-2 2 13 -5 5 -7 -8 -9 9 -11 11 12 -14 15 -16 -17
leaf_value=-0.0013998115393508111 -0.0015984078672321941 0.0025878900577611641 0.0012964647041248914 -0.0014863928992420326 0.00043421618722779053 -0.0021206755679218751 0.0026474918741471345 0.00091007124650621185 -0.0045287442231606995 -0.00043715295777319182 0.0016713874837761451 0.00062377980945324367 -0.0017637290318417652 0.00087498377609185058 -0.0010869879314235778 0.0026705176535601395
leaf_weight=0.001193288334002683 0.0010197115521892444 0.0010573804361556621 0.0013050269837683306 0.0017118737662037706 0.0010943485086220006 0.0012158982796415113 0.0013105177204185831 0.001060981144348716 0.0010378539209824744 0.0015315570026449288 0.0018790540221510482 0.0014196217994095744 0.0011906818148117622 0.0010986867674835643 0.0013912516800429486 0.0010653589288966044
leaf_count=389 126 61 162 493 111 113 173 44 486 166 382 57 737 88 72 250
internal_value=0 6.7876e-05 0.000158292 -6.33988e-05 0.000126944 -0.000418952 -7.61131e-05 -0.000831569 -0.00133593 -0.00208986 0.000840585 0.000429041 -0.000465275 0.000820118 6.6628e-05 0.00175892
internal_weight=0 0.0205634 0.0193701 0.0145098 0.0127979 0.00725116 0.00603526 0.00472474 0.00366376 0.00256941 0.00554674 0.00448936 0.0026103 0.00486032 0.00269628 0.00216405
internal_count=3910 3784 3395 2823 2330 1093 980 807 763 652 1237 1176 794 572 234 338
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=18
num_cat=0
split_feature=10 11 3 43 13 457 3 16 3 12 151 52 15 0 15 2 52
split_gain=9.63788e-05 0.0001215 0.000133131 0.000251365 0.000232594 0.000166915 0.000141305 0.000120282 0.00012526 0.000162007 0.000135558 0.000131338 0.000217923 0.000202438 0.000195207 0.00028785 3.07142e-05
threshold=0.08302000000000001 0.081005000000000008 -0.100615 0.083940000000000015 0.17936000000000002 -0.0034949999999999994 -0.078669999999999976 -0.50388999999999984 -0.074234999999999982 0.10058500000000002 -0.08514999999999999 -0.094124999999999986 -0.095799999999999982 -0.14136999999999997 -0.073314999999999991 0.10113500000000002 0.024145000000000003
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 -4 -7 -8 -9 10 -10 -12 13 -13 -14 16 -16
right_child=-2 -3 5 -5 -6 6 7 8 9 -11 11 12 14 -15 15 -17 -18
leaf_value=0.0029815139661057465 0.0016235532986621159 -0.0017247873528499907 -0.0021490589569861979 -0.0011892880789528746 -0.00032599686927272824 -0.0016804999215072603 0.0019330356570553425 0.0018124528432998423 0.0018847479013043066 -0.0022378976983323737 -0.0017356459542238929 -0.0029047643224599184 0.0029511263106440861 0.00049284402159069298 0.0019253935535187379 -0.0022690557257274138 0.00060599571523656335
leaf_weight=0.0018442933370367816 0.0010558826380957361 0.0013203552344497318 0.0012737488083616735 0.0012358708821036402 0.001016121356399502 0.0014569502659576598 0.0010626750099397659 0.001038585900853096 0.0010723079463652628 0.0010853390641743588 0.001437860160950241 0.0011509038328013088 0.0010338473184209078 0.0010186610003763029 0.0011666802202387984 0.0010132558282062165 0.0010181115053045642
leaf_count=175 95 211 298 43 112 1415 149 288 95 292 171 69 78 166 72 70 111
internal_value=0 -9.672e-05 1.68654e-05 0.000902703 0.00180657 -0.000227835 -4.73019e-05 0.000149379 -2.23794e-05 -0.000213 3.36101e-05 -0.000219599 0.000120927 -0.00130951 0.000854267 0.000176406 0.00131056
internal_weight=0 0.0202456 0.0189252 0.00409629 0.00286041 0.0148289 0.0135552 0.0120982 0.0110356 0.00999697 0.00891163 0.00783932 0.00640146 0.00216956 0.00423189 0.00319805 0.00218479
internal_count=3910 3815 3604 330 287 3274 2976 1561 1412 1124 832 737 566 235 331 253 183
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=17
num_cat=0
split_feature=4 158 156 49 159 133 160 2 16 3 2 16 4 2 3 15
split_gain=9.91611e-05 0.000149626 0.000131845 0.000139224 0.000136845 0.000168392 0.000390783 0.000207998 0.000250616 0.000178991 0.000165427 0.000394834 0.000159827 0.000124164 0.000270577 0.000116243
threshold=0.28937500000000005 0.084965000000000027 0.088855000000000003 0.10960000000000002 0.073745000000000019 -0.0023199999999999996 -1.0000000180025095e-35 0.10113500000000002 -0.15168999999999996 -0.015794999999999997 0.10910500000000002 -0.071799999999999989 0.0057500000000000008 -0.13811499999999996 0.11265500000000002 -0.031229999999999997
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 15 -9 -12 -11 -2 -15 -10
right_child=13 -3 -4 -5 -6 6 7 10 9 12 11 -13 -14 14 -16 -17
leaf_value=-0.0022292496810594566 -0.0007598130933643291 -0.0022766512663435412 -0.0020132533509808134 0.0021586687746819335 0.001851854341083673 -0.0032782270236387094 0.0029195425479815853 -0.0027822563713342935 0.0030451246204772019 -0.0019593192862299561 -0.0022070157308731902 0.002558541237211707 0.00076858244912155708 0.0037651758833181603 -0.0001241624618540739 0.00038877349154662185
leaf_weight=0.0013237133610741409 0.0011171022985476953 0.0011217010539995012 0.0011088122200450584 0.0010517170268125051 0.0011863585167539723 0.0011455624590669582 0.0016733182114450065 0.001052326611725718 0.0010008737085468481 0.0015523449158190185 0.0012940693569682415 0.0011302275343150203 0.0014336555513061455 0.0011151541566327616 0.0013999425201049326 0.0013331146073780869
leaf_count=775 68 348 330 186 259 516 53 91 143 97 58 98 32 228 130 498
internal_value=0 -0.00019563 -5.22997e-05 9.09624e-05 -6.29884e-05 -0.000238555 -1.16932e-05 0.000345713 0.000931138 0.000305716 -0.000831882 1.47269e-05 -0.000649584 0.000874441 0.00160031 0.00152788
internal_weight=0 0.0174078 0.0162861 0.0151773 0.0141256 0.0129392 0.0116155 0.0104699 0.00699331 0.00531999 0.00347662 0.0024243 0.002986 0.0036322 0.0025151 0.00233399
internal_count=3910 3484 3136 2806 2620 2361 1586 1070 823 770 247 156 129 426 358 641
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=29
num_cat=0
split_feature=1213 31 52 1374 1456 52 15 133 376 42 160 47 48 48 13 43 160 150 4 0 43 2 52 43 47 3 16 3
split_gain=0.000600958 0.000497292 0.000363853 0.000354793 0.000383696 0.000436435 0.000439209 0.000362332 0.000396043 0.000407193 0.000346374 0.000387964 0.000603534 0.000336555 0.000424241 0.000451195 0.000278533 0.000270979 0.000502405 0.000237858 0.000460539 0.000237221 0.000200181 0.000192787 0.000162619 0.000133971 0.000300082 0.000175182
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -1.0000000180025095e-35 -0.048794999999999991 0.05377500000000001 0.10681500000000001 0.088415000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086785000000000015 0.10990500000000002 0.091005000000000016 -0.10241499999999999 1.0000000180025095e-35 -0.087309999999999985 0.12187000000000002 0.022820000000000003 -0.017269999999999997 -0.089949999999999988 0.088820000000000024 0.28122000000000008 0.054875000000000007 0.096770000000000009 -0.074234999999999982 0.041215000000000009 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -7 16 13 24 14 23 17 22 18 21 20 -6 -16 -11 -12 -13 -22 27 -27
right_child=1 2 3 4 5 7 -8 -9 -10 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.00099992392894729279 0.00072661186996445979 -0.00097692453997760375 -0.00080077378540080186 -0.00080354728767857632 -0.00056275584896605649 -0.00083420890666597268 -0.00063459289764309138 -0.00096489429858129955 0.00071073130610570874 0.00015962220533512726 0.00033953742850571924 -0.0012671905393720222 0.00029096988940577979 -0.00055956924796607063 0.00043609166185030774 -0.0006220296715176392 -0.001080680488321514 -0.00035331814538796559 0.0011537086700139079 0.00092957927387212836 0.00080192544858606195 -0.00044508466526416434 -0.00066240507913856454 0.0011822696144625602 -0.00050216579585180357 0.00018197729621864976 -0.0002939149518279642 0.0010024233513749523
leaf_weight=0.001604152857280646 0.0012998208984600903 0.0010270088280326375 0.0014728572372240114 0.0014335791204282819 0.0011461186805519219 0.0016604864711883957 0.0010265266655838656 0.0010622513832764793 0.0010517181001540301 0.0012308380643380468 0.0010164668524814931 0.0010238241332336537 0.0015093113655825774 0.0011722069449859882 0.0014570507683249216 0.0014661024035254044 0.0011097263065899801 0.001080348414571275 0.0012826256623921645 0.0011466309948495734 0.0013421967787892175 0.0010173715994747923 0.0011001128480930822 0.0011174993486648965 0.0011646230246029066 0.0010063980618768009 0.0011598801178787088 0.001035296522357676
leaf_count=592 113 345 67 285 101 431 84 382 24 215 53 25 60 41 87 55 158 21 96 80 127 34 143 38 31 87 83 52
internal_value=0 -0.000122625 -0.00015678 -0.000129862 -9.67241e-05 -6.10268e-05 0.000219489 -0.000168504 -0.000125033 -0.000172782 -0.000107205 -4.80673e-06 -0.00039025 0.00014351 0.000241188 5.84916e-05 -0.000503247 0.000264742 0.000442466 0.000347733 0.000230479 7.37914e-05 -0.000228341 0.000780853 -0.000860068 0.000430564 0.000274878 0.000598007
internal_weight=0 0.0336189 0.0323191 0.031292 0.0298192 0.0283856 0.00786305 0.0205226 0.0194603 0.0184086 0.0167481 0.0133074 0.00369776 0.00960967 0.00843747 0.0063035 0.00344068 0.0048374 0.00375705 0.00683652 0.00568989 0.00247442 0.00233095 0.00213397 0.00218845 0.00454377 0.00320157 0.00204169
internal_count=3910 3318 3205 2860 2793 2508 614 1894 1512 1488 1057 541 116 425 384 293 516 238 217 530 450 121 358 91 56 349 222 139
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=17
num_cat=0
split_feature=403 43 40 42 151 160 484 49 43 42 47 4 13 457 4 2
split_gain=9.5555e-05 0.000101614 0.000246151 0.000204862 0.000242578 0.000157086 0.000216447 0.000165304 0.000181286 0.000172983 0.000151317 0.000232729 0.00013926 0.000159222 0.000171596 0.000133379
threshold=-1.0000000180025095e-35 0.18078000000000002 -0.083709999999999993 -0.10770999999999999 -0.084129999999999996 -1.0000000180025095e-35 0.085815000000000016 0.092185000000000017 -0.074254999999999988 0.091955000000000023 0.081320000000000017 0.27223000000000003 -0.10939499999999998 0.084715000000000013 -0.078094999999999984 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 15 6 -6 8 9 -7 11 12 -10 14 -14 -5
right_child=1 -3 3 4 5 7 -8 -9 10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0017454231635660904 0.0029556118778748261 -0.001753970025264791 -0.0024845782452803055 -0.0029971935752141224 -0.0020441287965795897 0.0027812332698142297 0.001093830112378016 0.0028076515260245039 0.0016263647388258832 0.00011579677725534998 -0.0020618757586880801 0.0028897320681329488 6.2746181940910795e-05 0.0010209649411025371 -0.0031182461386774856 -0.00014384580161578195
leaf_weight=0.0010597725938466937 0.0010381766503474053 0.0010063080019859045 0.0010777655625040577 0.0011799018366545058 0.0018114383436229698 0.0019394454908890765 0.0013176587345904156 0.0012294932742064934 0.0010820095938983689 0.0014971760747698737 0.0010816772988583301 0.0010199622800323403 0.0010863665216203052 0.00113718169795618 0.0012840481890899801 0.0010970984056388744
leaf_count=930 162 236 153 216 552 287 237 181 65 102 69 113 258 40 204 105
internal_value=0 6.99692e-05 0.000167189 4.93094e-06 0.000164988 0.000445932 -0.000722738 0.000767915 0.000520297 0.00162003 -4.4523e-05 0.000344477 -0.000221162 -0.00079108 -0.00166039 -0.0016224
internal_weight=0 0.0198857 0.0188794 0.0178412 0.0167635 0.0144865 0.0031291 0.0113574 0.0101279 0.00343662 0.00669125 0.00560957 0.00458961 0.0035076 0.00237041 0.002277
internal_count=3910 2980 2744 2582 2429 2108 789 1319 1138 389 749 680 567 502 462 321
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=18
num_cat=0
split_feature=124 133 50 158 47 43 4 15 1 3 1 42 1 43 16 3 151
split_gain=0.000101512 0.000148886 0.000146606 0.000182264 0.00016141 0.000139852 0.000140097 0.00013853 0.000147366 0.000252435 0.000154283 0.000182467 0.000200241 0.000196931 0.00020662 0.000124013 0.000113453
threshold=0.10385500000000002 0.099765000000000006 0.10119500000000002 0.084965000000000027 0.117025 -0.18906999999999999 0.26450500000000005 0.084050000000000014 0.11215000000000001 0.10420500000000001 0.099595000000000017 0.085545000000000024 0.09112000000000002 0.0033500000000000005 0.0032450000000000005 -0.13309499999999996 -0.0068399999999999989
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 9 10 11 12 13 14 16 -8 -7
right_child=-2 -3 -4 -5 -6 6 15 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0020808864478591119 0.001879967457759598 -0.0023823845081379679 -0.0023037272737820515 -0.0024095389186085544 -0.0021160916329627535 0.0024725266767504821 1.2105960821426966e-05 -0.0019754843683094541 -0.0019380849189086368 0.0033194496634276192 0.0023294907051741032 -0.002734298686874853 -0.0023167835869094045 0.003100734060117813 -0.0023411072520885369 0.0026613914770316376 -0.00034171374756246863
leaf_weight=0.001833089824510358 0.0010423168494043738 0.0010763953225539002 0.0010126917209401223 0.0010295091785069216 0.0010130443950577819 0.0011099051204855361 0.0012383517356120421 0.0013221072033828352 0.0011283078566433355 0.0010603638307244978 0.001007848187399768 0.0010140225469305597 0.0010309883856614022 0.0010526822675173356 0.0010201942496036592 0.00156076923095209 0.001129527083714851
leaf_count=122 49 596 373 354 92 142 72 734 122 51 165 280 60 87 135 227 249
internal_value=0 -0.000122028 9.03813e-06 0.000142487 0.000301515 0.000459441 0.000242092 -7.89062e-05 0.000183552 0.000467671 5.71004e-05 -0.00030315 0.000158221 0.000749946 -9.23083e-06 0.00148933 0.00105308
internal_weight=0 0.0196398 0.0185634 0.0175507 0.0165212 0.0155082 0.0136751 0.0108759 0.00955384 0.00842553 0.00736517 0.00635732 0.0053433 0.00431231 0.00325963 0.00279912 0.00223943
internal_count=3910 3861 3265 2892 2538 2446 2324 2025 1291 1169 1118 953 673 613 526 299 391
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=16
num_cat=0
split_feature=1 0 4 2 484 0 43 39 15 4 0 1 15 52 52
split_gain=8.80767e-05 0.000182416 0.000108467 0.000138161 0.000119697 9.79919e-05 0.000183625 0.000107781 0.000138927 0.000230003 0.000173635 0.0001072 9.05445e-05 0.000102137 0.000135028
threshold=0.076710000000000014 -0.089879999999999974 -0.23071499999999998 0.12918000000000002 0.085090000000000013 -0.017269999999999997 -0.16369999999999998 0.005105000000000001 -0.095799999999999982 0.0057500000000000008 -0.18087499999999998 0.096230000000000024 0.024640000000000006 0.10062000000000001 -0.082174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 8 11 -10 -11 -8 13 14 -3
right_child=2 12 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0028013432832459926 -0.0017176642716198794 0.00019987961953458436 -0.002779792457147599 0.0024435135248378954 0.0022573062670009996 0.0015598347439924822 0.00019055570997485776 0.0018079278208922825 -0.0011206577898959641 0.0039543664667853803 0.00020419408933381841 -0.0023969736936083463 0.001335405291994709 0.00083752665880343921 -0.002913910172909429
leaf_weight=0.0013256543941966127 0.0010751681132030724 0.0011254471385737791 0.0010740516685494627 0.0012997663359446852 0.0010930533553159547 0.0014622224569846029 0.0011373571121395852 0.0012875941700628696 0.0018636927693376172 0.0010133212747440723 0.0010777031920934377 0.0016743712718132464 0.0013720925058068392 0.0013043705202005207 0.0012361899734769765
leaf_count=481 219 308 81 241 137 98 82 158 599 55 133 99 855 115 249
internal_value=0 -0.000654655 0.000267563 0.000431965 0.000208182 -3.31336e-06 -0.000253713 8.3154e-05 -0.000245055 0.000540757 0.00202155 -0.00135031 -8.98053e-05 -0.000623225 -0.00143002
internal_weight=0 0.00636375 0.0140583 0.0129831 0.0116834 0.0105903 0.00912809 0.00805404 0.00676645 0.00395472 0.00209102 0.00281173 0.0050381 0.00366601 0.00236164
internal_count=3910 2008 1902 1683 1442 1305 1207 1126 968 787 188 181 1527 672 557
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=16
num_cat=0
split_feature=14 1 4 12 4 147 11 3 13 12 160 1 4 13 16
split_gain=9.58078e-05 8.99703e-05 0.00014608 0.000134154 0.000126867 0.000111691 0.000132753 0.000213315 0.000153344 0.000138067 0.000167092 0.000144677 0.000170144 6.97985e-05 2.99951e-05
threshold=0.073890000000000011 0.077800000000000022 -0.084009999999999987 0.085185000000000025 -0.49837999999999999 1.0000000180025095e-35 0.081005000000000008 -0.097604999999999983 -0.089899999999999994 -1.0000000180025095e-35 -0.080184999999999992 0.11215000000000001 0.0057500000000000008 -0.028919999999999998 -0.035699999999999989
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 -3 -9 -10 -11 12 -12 -6 -5
right_child=-2 5 3 14 13 -7 -8 8 9 10 11 -13 -14 -15 -16
leaf_value=-0.0012920473675830236 -0.001752679423636414 0.0029070365179718013 -0.003152085274076971 -0.0012645400048964717 0.00015293314913346432 0.0019197892934278184 -0.0016776829019900783 0.0019208934918710683 0.0012050649499158463 -0.0027472885483764125 -0.00094223294011594038 -0.001637232930905005 0.0018963972806431599 0.0023429424008344665 0.00019931383899745675
leaf_weight=0.0010638343477307743 0.0010860993379281916 0.0010894688135819905 0.0010748551406484534 0.0010002428009703718 0.0010445899385730234 0.0014836632671726977 0.0012533792997064816 0.0014005914375664367 0.001816866489348353 0.0011470927702161319 0.0014219500553579378 0.0016269829567816529 0.0016434216537533075 0.0010571602135155313 0.0010214467359661392
leaf_count=41 135 110 402 715 78 164 170 260 274 191 402 138 74 290 466
internal_value=0 8.1843e-05 -0.000508964 -0.00143686 0.000398692 0.000369012 0.00016718 0.000395075 9.29077e-05 -0.000241491 -0.000691568 -0.000189026 0.000579627 0.00125449 -0.000524936
internal_weight=0 0.0191455 0.00626213 0.00309654 0.00316558 0.0128834 0.0113998 0.0101464 0.00905691 0.00765631 0.00583945 0.00469235 0.00306537 0.00210175 0.00202169
internal_count=3910 3775 1992 1583 409 1783 1619 1449 1339 1079 805 614 476 368 1181
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=17
num_cat=0
split_feature=124 4 0 0 16 52 14 48 2 2 49 13 16 3 0 1
split_gain=7.98926e-05 0.000113802 9.61111e-05 0.000117987 0.000188845 0.000132197 0.000114466 0.000173269 0.000252127 0.000135254 0.000104335 0.000243565 0.000178397 8.5666e-05 7.72927e-05 6.55944e-05
threshold=0.10230000000000002 -0.49837999999999999 -0.060094999999999989 -0.099024999999999988 -0.064504999999999993 -0.083529999999999979 -0.13131999999999996 0.11930500000000001 0.099675000000000014 0.083715000000000026 -0.029304999999999998 0.066010000000000013 0.18936500000000003 -1.0000000180025095e-35 -0.17106499999999999 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 8 9 13 -4 12 -12 -8 -10 -11
right_child=-2 2 10 4 5 -7 7 -9 14 15 11 -13 -14 -15 -16 -17
leaf_value=-0.0017917955804510046 0.0016074199780259186 -0.0016602169519177184 0.0021855991087016149 0.00051504983705155205 -0.00094044290092388562 -0.0037888861658058122 -0.00023702989760656344 -0.001872728825957051 0.003433295326107518 -0.0022215298870162182 0.002733794284988436 -0.001662153507090413 -0.0004605830883390774 0.0020144610669519157 0.0012289342497033753 -0.00013955413881431138
leaf_weight=0.0012867073691256682 0.001000842746115684 0.0010989594240159439 0.0012421323236797566 0.0014792908301951378 0.001295921277315093 0.0010030059193961759 0.0011768821023514509 0.0010326913144824701 0.0011208012724277724 0.0010427939936139621 0.0014096211961586438 0.0014797731765264777 0.0010650947994623461 0.0011688806287053471 0.0010876208347974647 0.0010578298336218483
leaf_count=174 52 70 91 1203 437 716 93 69 96 190 196 122 103 53 195 50
internal_value=0 -0.0001001 2.24542e-05 -0.000256228 -0.00112675 -0.0021832 0.0001181 0.000372318 0.000720703 -8.73775e-05 0.000696268 0.000228459 0.00135896 0.000884876 0.00234767 -0.00117309
internal_weight=0 0.019048 0.0177613 0.0125647 0.00377822 0.00229893 0.00878646 0.0076875 0.00665481 0.00444639 0.00519662 0.00395449 0.00247472 0.00234576 0.00220842 0.00210062
internal_count=3910 3858 3684 3172 2356 1153 816 746 677 386 512 421 299 146 291 240
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=26
num_cat=0
split_feature=1213 1374 46 39 133 42 50 48 148 0 158 49 376 3 3 49 9 49 13 132 2 15 16 13 16
split_gain=0.000589027 0.000414656 0.000370035 0.000379943 0.000463431 0.000570151 0.000442456 0.000381802 0.000452941 0.00037934 0.000406111 0.000393234 0.000432737 0.000421288 0.000490592 0.000502146 0.000465018 0.000388099 0.000364945 0.000287618 0.000448253 0.00025429 0.00022822 0.000219828 6.18758e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.083550000000000013 0.13419 0.10681500000000001 -0.10770999999999999 0.10625000000000001 0.12675000000000003 -0.082084999999999977 -0.23029999999999998 0.085745000000000002 -0.084934999999999997 1.0000000180025095e-35 0.10666500000000002 0.045635000000000002 -0.029304999999999998 0.083710000000000021 -0.14917999999999998 -0.10241499999999999 0.080815000000000012 0.088055000000000008 -0.064869999999999983 0.050115000000000007 0.11202500000000001 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 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 -7 24 11 17 13 14 15 -13 18 -11 -17 20 21 -20 -15 -22 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 22 -16 16 -18 -19 19 -21 23 -23 -24 -25 -26
leaf_value=-0.00091118279178595643 -0.00073682118990564158 -0.00081239748883034477 -0.00073006619783461265 0.00089567036213018716 -0.00086126626939537576 -0.00069785456526013214 -0.00073183038399635418 -0.00066308698427533887 0.0010041264253347608 0.00027813487580397522 -0.00061158716435721634 0.001001345410414263 0.0011901366883398123 0.0010515172628677283 -0.00061773475294505742 0.00093800384148677118 -0.00073026088352730833 -0.00074717021176334624 -6.9723528650782299e-05 0.00078894403931225059 -0.00088300700751501725 0.00066288315366173716 0.00027704113714974328 -7.0540600521108523e-06 0.0005383094668600819
leaf_weight=0.0013787495349727443 0.0013464597601560149 0.001304140392554636 0.0011273970464031882 0.0010978747789938117 0.0010402081984886282 0.0010290035567273028 0.0011019001169103445 0.0010221303857456112 0.001252213778917266 0.0014445676499339477 0.0011634012591947565 0.0015058706831791455 0.0010581327113371479 0.0017900557708429308 0.0014448151796440109 0.00125760581796677 0.0010885651205114763 0.0014511238253648298 0.0018441601633548471 0.0010671053298155764 0.0012529815708694769 0.0018722735992832001 0.0012792962588843437 0.001018411437936767 0.0010103272194044088
leaf_count=592 68 171 61 51 451 79 270 55 37 73 234 95 107 94 89 69 64 104 187 82 422 339 52 34 30
internal_value=0 2.36815e-05 5.72289e-05 8.74231e-05 5.60659e-05 9.10726e-05 0.00013647 0.00017497 0.000210916 0.000251929 0.00019198 0.000240232 0.000323857 0.000264417 0.00014904 0.000250613 0.00013036 -0.000235678 0.000243063 0.000119183 -1.7672e-07 0.000299351 0.000728718 -0.000490261 0.000796118
internal_weight=0 0.03187 0.0305236 0.0293962 0.0282983 0.0272581 0.0259539 0.024852 0.0238299 0.0228009 0.0205384 0.019375 0.0164793 0.0154211 0.0123518 0.010907 0.0094011 0.00289569 0.00831254 0.00705493 0.00598783 0.00371643 0.00306935 0.00227139 0.00226254
internal_count=3910 3318 3250 3189 3138 2687 2516 2246 2191 2112 2045 1811 1634 1527 1381 1292 1197 177 1133 1064 982 526 146 456 67
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=15
num_cat=0
split_feature=4 160 42 15 41 43 42 43 16 52 151 2 2 4
split_gain=8.54209e-05 8.53035e-05 0.000134234 0.000135854 0.000127054 0.000160314 0.000172506 0.000186808 0.000154153 0.000166088 0.000146311 0.000132079 0.000395959 6.76586e-05
threshold=0.50541500000000006 -0.092169999999999988 -1.0000000180025095e-35 -0.017214999999999998 0.075585000000000013 -0.044024999999999988 0.085545000000000024 -0.079109999999999986 0.15737500000000001 1.0000000180025095e-35 -0.0088999999999999982 0.087995000000000004 0.11290500000000002 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 9 10 -7 13 -13 -12
right_child=-2 2 4 -5 -6 8 7 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0014766879417526199 0.0017010385290287266 -0.0029317969717890255 0.0031651914757422628 6.4061591251234274e-05 -0.0017082443164011514 -0.0016976635566200409 -0.0006558847366477824 0.0025625647965572063 -0.001950158760689823 0.0018631274934303669 -0.0017094510699256253 0.0035084400342790165 -0.0014670145745142985 0.00045045607000467525
leaf_weight=0.0015697040633424674 0.0010334828584607761 0.0010920762708263986 0.0013724164686333409 0.0011860709851424485 0.001179264206990994 0.0017822487079655353 0.0018392453872748057 0.0010723822206985274 0.0013758644379407445 0.001887110406152942 0.0011927929105634717 0.0013835514846594066 0.0010619706764166681 0.00100270142278025
leaf_count=524 228 324 355 618 145 135 322 230 218 333 270 97 70 41
internal_value=0 -0.000108256 1.49985e-05 -0.00137206 0.000223581 0.000386651 0.00137386 0.000529503 -4.99732e-05 0.000264621 -0.000205009 0.000368202 0.00134784 -0.000723003
internal_weight=0 0.0189974 0.0174277 0.00227815 0.0151495 0.0139703 0.00428404 0.00291163 0.00968624 0.00831038 0.00642327 0.00464102 0.00244552 0.00219549
internal_count=3910 3682 3158 942 2216 2071 907 552 1164 946 613 478 167 311
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=26
num_cat=0
split_feature=1213 1374 1456 453 0 1 52 0 4 43 49 43 4 49 49 48 52 4 1 16 0 47 4 47 52
split_gain=0.000587628 0.000515706 0.000402199 0.000515725 0.000466654 0.000388437 0.000298158 0.000352581 0.000381582 0.000320559 0.000286498 0.000281492 0.000402732 0.000264736 0.000254936 0.000253322 0.000252477 0.000478536 0.000424694 0.000241031 0.000479785 0.000228355 0.000675743 0.000458383 0.000122297
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.11327500000000001 0.11401500000000002 -0.074514999999999984 -0.49837999999999999 -0.081354999999999983 -0.029304999999999998 -0.092084999999999986 -0.078094999999999984 -0.088329999999999978 0.11115500000000002 0.08740500000000001 -0.077699999999999977 0.05309500000000001 0.096230000000000024 -0.0099649999999999982 0.12500000000000003 0.11170500000000001 0.43006500000000009 0.13206500000000002 -0.087604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 15 6 7 11 -9 -10 -7 -6 -13 -14 21 -4 -15 -18 -19 20 -11 22 -12 -23 -21
right_child=1 2 3 -5 5 10 -8 8 9 19 14 12 13 16 -16 -17 17 18 -20 24 -22 23 -24 -25 -26
leaf_value=-0.00091927572907284853 -0.0008352584530152145 -0.00071638774232115081 0.0012797217671745053 -0.00086802900571081472 -0.00086579472263975882 0.00086219979144373543 -0.00059008031595430145 -0.00035430717885396489 0.00091812628173662395 0.00049810255694734734 -0.00094212042373153582 0.00060405831829538482 -0.00090363239431858183 0.00043115887890872847 0.00078204907912717556 0.00031987206655505738 -0.0010083485552200434 0.00071728797112953523 -0.00047418246203912985 0.00017192441736106149 -0.00085859604122877689 0.0010050668659083318 0.00058051751616190381 -0.00028606360119666285 0.00085672571174618946
leaf_weight=0.0014475748521459849 0.0014034685306700814 0.0013345548812847821 0.0010040795720893626 0.0011128198672656344 0.0010770153076459345 0.001675770552544753 0.0018367434526225237 0.0017291292915242451 0.0017681280509500019 0.0011223358264087768 0.0013356432475249971 0.0014060481824445595 0.0010312794205760136 0.0013061565937567661 0.0011904666388071194 0.0012710189317957088 0.0012755034215018645 0.0011229803984961484 0.0013369452947991078 0.0010059240672135594 0.0010106435793773016 0.0011388195826960157 0.0010717742487798484 0.0011055686116439034 0.0011293491512914906
leaf_count=592 68 332 52 91 240 126 346 139 126 139 60 328 64 202 73 30 319 98 45 107 12 27 220 19 55
internal_value=0 1.124e-05 5.03217e-05 8.55272e-05 0.000123491 6.85548e-05 -4.44867e-05 1.6912e-05 0.000237269 0.000406726 0.000341582 -0.000183087 -8.47729e-05 -0.000244258 0.00019225 0.000743487 -0.00010938 -0.000298388 6.97356e-05 0.000194878 -0.000144725 4.13117e-05 -0.000264247 0.000369066 0.000534117
internal_weight=0 0.0318022 0.0303987 0.0290641 0.0279513 0.0256762 0.0181582 0.0163214 0.00776551 0.00603638 0.00751804 0.00855593 0.00747891 0.00607287 0.00584227 0.0022751 0.00504159 0.00373543 0.00245993 0.00426825 0.00213298 0.00465181 0.00240742 0.00224439 0.00213527
internal_count=3910 3318 3250 2918 2827 2745 2220 1874 578 439 525 1296 1056 728 399 82 664 462 143 313 151 326 280 46 162
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=25
num_cat=0
split_feature=31 1213 1374 1374 49 49 15 11 13 15 159 42 47 47 50 13 12 484 43 16 133 1 2 16
split_gain=0.000461149 0.000413344 0.000354389 0.000323934 0.000427604 0.000631068 0.000618055 0.000415074 0.000415051 0.000380571 0.000296389 0.00026485 0.000323828 0.000781111 0.000294948 0.000294133 0.000262358 0.000206599 0.000221736 0.000351972 0.000203275 0.000265911 0.000157097 9.83383e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.086000000000000007 -0.029304999999999998 -0.0019649999999999997 -0.094924999999999995 0.088315000000000018 0.06211500000000001 -0.03231499999999999 0.10856 0.10138000000000001 0.10783500000000001 0.086425000000000016 0.086465000000000014 -0.057284999999999996 0.098355000000000012 0.085815000000000016 -0.18906999999999999 0.15100500000000003 0.083815000000000014 0.087545000000000026 0.10251500000000001 -0.10486499999999999
decision_type=2 2 2 2 2 2 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 -4 10 9 -8 11 12 13 14 16 -14 17 18 -7 20 21 -20 -11 -23
right_child=1 2 3 -5 5 7 8 -9 -10 22 -12 -13 15 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25
leaf_value=0.00085950760652899871 -0.00085044112960821669 -0.00078460167365327976 0.0012584843772800499 -0.00081837193793251196 -0.0010838705639278283 0.00088418742377276702 0.00038798531690792794 -0.00082952070226476233 0.0008741433896177251 -0.00096063955447162996 -0.00065858007649865341 -0.0004823742636982311 0.001086554541317658 -0.00081478144021290768 -0.00052830323774109551 0.00018692307577432426 -0.00039388347341325769 0.00099278214094868978 -0.00026430227040938553 -0.0004632449348307848 0.00087488290163043286 0.00017810356241213744 -0.00013502311841633358 0.0008021043065565926
leaf_weight=0.0012491390155814899 0.0014000010115026154 0.0012966675866525881 0.0013738963061573628 0.0010075482809117622 0.0012558006968386845 0.0011782193295033477 0.0018152782232276343 0.0012448699583857961 0.0012657886305742494 0.0010179229512852208 0.0012000103711871371 0.0015504329544944869 0.0014220516966093194 0.0019384886881217292 0.0010835037632518025 0.0018422055062430323 0.001107084641619919 0.0010484756576922827 0.0016189245660798175 0.0014474806344267344 0.0012973632048586259 0.0010037915763312366 0.0010178322386691363 0.0012549765913303368
leaf_count=113 592 67 56 106 215 47 157 121 47 87 214 277 84 149 289 69 128 139 337 157 226 58 58 117
internal_value=0 -6.10226e-05 -2.45341e-05 9.46001e-06 3.92652e-05 -6.1679e-05 0.000373537 1.75007e-06 0.000135923 -0.000106721 5.62345e-05 0.000104444 0.000160458 5.52281e-05 0.000207994 0.000578841 0.000288122 0.000373444 0.000290201 0.000184524 0.000365707 0.000195352 -0.00054785 0.0005248
internal_weight=0 0.0316886 0.0302886 0.0289919 0.0279844 0.0214937 0.00649072 0.0202379 0.00511682 0.00385103 0.018993 0.017793 0.0162426 0.0129783 0.0110398 0.00326426 0.00995632 0.00884923 0.00780076 0.00662254 0.00517506 0.00387769 0.00203576 0.00225877
internal_count=3910 3797 3205 3138 3032 2627 405 2412 349 302 2291 2077 1800 1647 1498 153 1209 1081 942 895 738 512 145 175
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=15
num_cat=0
split_feature=14 1 376 42 132 52 16 52 13 4 151 0 4 0
split_gain=8.3815e-05 9.07089e-05 0.000149173 0.000121998 0.000165347 0.000243408 0.000183405 0.000166591 0.000158071 0.000138389 0.00031742 0.000121868 0.000101321 8.65832e-05
threshold=0.073890000000000011 0.12730000000000002 0.048375000000000008 0.093230000000000021 0.080815000000000012 -0.092854999999999979 -0.00083999999999999993 0.084890000000000007 -0.083924999999999986 -0.0010999999999999996 -0.0088999999999999982 -0.014809999999999999 0.060350000000000008 -0.053834999999999994
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 -7 -10 -11 -8 -5 -3
right_child=-2 13 -4 12 -6 6 11 -9 9 10 -12 -13 -14 -15
leaf_value=-0.002997468306199849 -0.001648651762263407 0.0021710615401443669 0.0017949663852823373 -0.002760490975305019 0.0019748758288428989 0.001627496641835602 0.0023904801892544359 -0.0021175374617890008 0.00093092963541751238 -0.003841802589199536 0.00021113500205444975 -0.00017691759143030299 -0.00017422583426345391 -4.5458784051926884e-06
leaf_weight=0.0010720684868795729 0.0010753725239727443 0.0013524524899976766 0.0013875634506259607 0.0011889957384508551 0.0013193371740447277 0.001593454527921305 0.0016285288282512911 0.0017161474812275868 0.0014656273316957097 0.0011240663251204097 0.0018391420387028085 0.0011311413510701751 0.0010127057236264253 0.0012906927639723823
leaf_count=494 135 189 142 496 263 370 165 716 355 74 171 63 128 149
internal_value=0 7.53506e-05 -9.03915e-05 -0.000263741 -4.04608e-05 -0.000270268 8.23431e-06 -0.000466038 4.58366e-06 -0.000579326 -0.00132631 0.00133815 -0.0015709 0.00110868
internal_weight=0 0.0191219 0.0164788 0.0150912 0.0128895 0.0115702 0.0104981 0.00773844 0.00602229 0.00442884 0.00296321 0.00275967 0.0022017 0.00264315
internal_count=3910 3775 3437 3295 2671 2408 1914 1686 970 600 245 228 624 338
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=23
num_cat=0
split_feature=1213 31 1374 150 484 0 0 474 2 48 52 52 4 52 3 15 160 3 151 4 15 16
split_gain=0.000461366 0.000418048 0.000300511 0.00032152 0.000343982 0.000303172 0.000648409 0.000460188 0.000338978 0.000301586 0.000443093 0.000446808 0.000367022 0.000501829 0.000299062 0.000308074 0.000274125 0.000294606 0.00025082 0.000242798 0.00012698 7.76969e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 -0.074514999999999984 -0.10575999999999998 0.084835000000000008 0.08400500000000001 0.093225000000000016 0.11401500000000002 -0.40083499999999994 -0.23071499999999998 0.09716000000000001 0.096385000000000012 -0.03231499999999999 -1.0000000180025095e-35 0.090325000000000003 -0.0068399999999999989 0.26048500000000002 -0.10981499999999998 0.081265000000000018
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 16 -8 10 11 -7 13 -13 15 18 -6 20 -5 -19 -18 -14
right_child=1 2 3 14 5 9 8 -9 -10 -11 -12 12 21 -15 -16 -17 17 19 -20 -21 -22 -23
leaf_value=-0.00095512776813490351 0.00097363822732534158 -0.00079380149674737458 -0.00077833616290302486 0.0008046074863237078 -0.00077318526153700138 -0.00068882887784261473 -0.0013303700789301458 0.0010531753329531934 -0.00029814535346547172 0.00091165160779965238 -0.00072569656087860036 -0.00052377596675218631 0.0010295547447245431 0.00076749253944583527 0.0010622485268850161 -0.00047913258630212638 3.7829243340697771e-05 -0.00078892617988594958 -0.00010841103235703841 0.00020138349628661298 0.00075306956061700278 0.00051987363638872992
leaf_weight=0.0011986860652556863 0.0011532309698573098 0.0011246115217629074 0.0014974832888732239 0.0019043268385696699 0.0011643296699427874 0.0010650946195343023 0.0014720803035244137 0.0010332366132601578 0.0017105295259794706 0.0012986132147282383 0.0013701052963165927 0.0017370688463707049 0.0017084711717982922 0.0013151579017858239 0.0012277760043315489 0.0012531715074565178 0.0010615699114330801 0.001277741437076152 0.0012325970439989731 0.0011882526666272542 0.001474937072006628 0.0013173337851495326
leaf_count=592 113 67 551 152 86 204 344 29 693 80 119 68 221 13 88 114 87 37 46 66 90 50
internal_value=0 4.28524e-05 5.10211e-06 3.80007e-05 -4.90772e-05 4.99953e-06 -0.000182835 7.91765e-05 -0.000775589 0.000203762 9.57806e-05 0.000253346 0.00041845 3.26119e-05 0.00037423 0.000181812 -8.40145e-05 7.63897e-05 0.000445854 -0.00031174 0.00045373 0.000807657
internal_weight=0 0.0295877 0.0284345 0.0273099 0.021692 0.0201945 0.0103827 0.00720007 0.00318261 0.00981184 0.00851323 0.00714313 0.00607803 0.00305223 0.00561787 0.0043901 0.00616683 0.0050025 0.00313692 0.00246599 0.00253651 0.0030258
internal_count=3910 3318 3205 3138 2738 2187 1432 395 1037 755 675 556 352 81 400 312 366 280 198 103 177 271
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=16
num_cat=0
split_feature=403 43 42 376 43 4 0 49 0 48 47 2 160 13 150
split_gain=8.09452e-05 9.31121e-05 0.000156209 0.000212693 0.00013151 0.000153838 0.000132559 0.000153682 0.000152578 9.17942e-05 0.000132661 0.000171109 0.000142776 0.000119669 8.99512e-05
threshold=-1.0000000180025095e-35 0.18078000000000002 -0.10770999999999999 1.0000000180025095e-35 -0.18906999999999999 -0.23071499999999998 -0.060094999999999989 -0.088729999999999989 0.0059850000000000016 0.11119000000000002 0.086425000000000016 0.114165 -1.0000000180025095e-35 -0.083514999999999992 0.087235000000000021
decision_type=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 -8 10 11 12 -9 -14 -15
right_child=1 -3 3 -5 5 6 8 9 -10 -11 -12 -13 13 14 -16
leaf_value=-0.0020240500941514196 -0.0023702826051099969 -0.0020846300669171897 0.0020670423998536999 0.0032548661748454306 -0.0020208188103659013 -0.0027847489750125482 0.0037790990520407382 -0.0014391940196765997 5.0084099022024084e-05 -0.0017154991696116803 -0.001467929519425091 0.003616784142034046 0.0032081695685524346 0.0016578875075779873 -0.0013262449645848069
leaf_weight=0.0010243101193390175 0.0011774216987542321 0.0010015833126642724 0.0017162664351064684 0.0012837950720848658 0.0018962704751259675 0.0010624359989358486 0.001096483362098769 0.0015664333792812738 0.0012709826769105453 0.0011961159684948583 0.0015087345472583613 0.0010695977854252789 0.0011075873176192557 0.0011489104182472454 0.0010257026231479394
leaf_count=930 169 236 115 182 248 134 155 532 78 95 185 173 261 351 66
internal_value=0 8.93634e-05 0.000209486 0.000388696 0.000153812 -8.15851e-05 0.00022351 -0.000156255 0.00177716 0.000167598 0.000470871 0.00096513 0.000380181 0.00124848 0.000250358
internal_weight=0 0.0191283 0.0181267 0.0169493 0.0156655 0.0139493 0.012053 0.00968552 0.00236747 0.00862308 0.00742697 0.00591823 0.00484863 0.0032822 0.00217461
internal_count=3910 2980 2744 2575 2393 2278 2030 1797 233 1663 1568 1383 1210 678 417
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=25
num_cat=0
split_feature=31 1374 150 1 0 0 133 15 15 457 49 15 159 14 3 4 52 159 42 15 12 2 0 3
split_gain=0.0005672 0.000380437 0.000408881 0.000437287 0.000382145 0.000510479 0.000408446 0.000407296 0.000375564 0.000374739 0.000394822 0.000351505 0.000349758 0.000305556 0.000300872 0.000361759 0.000263483 0.000371568 0.000323643 0.000264906 0.000243277 0.000430244 0.000207731 0.0001772
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 0.085835000000000009 -0.074514999999999984 -0.10575999999999998 0.10599500000000002 -0.0089749999999999986 0.079360000000000014 0.09037000000000002 -0.081274999999999986 -0.106555 -0.034019999999999988 -1.0000000180025095e-35 -0.084129999999999996 -0.0031049999999999997 -0.40083499999999994 0.092630000000000018 -0.090359999999999982 -0.03231499999999999 0.095295000000000019 0.10113500000000002 -0.13027499999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 12 11 -9 10 -5 13 -6 -3 -7 -16 -14 18 -18 -20 21 -21 -15 -12
right_child=1 2 3 9 6 14 -8 8 -10 -11 23 -13 16 22 15 -17 17 -19 19 20 -22 -23 -24 -25
leaf_value=0.00086885063648548357 -0.00082461505364863025 -0.00068257242526338809 -0.00034373773361063382 0.0008618912476292597 -0.00059248589434489894 -0.0013668311683130553 -0.00076034361882446511 0.00078627820266709736 -0.00019314296975843801 0.0012950698611462598 -0.00051836830714118245 -0.0010441204924698567 -0.00030314934918080169 0.000397916137957378 9.3460090539158896e-05 -0.0010366553441713651 -0.00024604459182531023 -0.00034121729119053782 0.00119068293425617 0.0010885213942419089 -6.5637845744613267e-05 -2.7697183301641582e-05 -0.00036973943947421782 0.00030818777353892955
leaf_weight=0.0014713934503676742 0.0013114314252300465 0.0015639419055073489 0.001660842193090816 0.0015964324189969847 0.00116312725125134 0.0011487196264879564 0.0011213816237946881 0.0016884660644957954 0.0016363366283579373 0.0010452090963464222 0.0010607532376614159 0.0011810327447356883 0.0015284062582490163 0.001957104977891283 0.0012264479115098991 0.0011793283376756334 0.0010655407688728883 0.0013583573603468402 0.001358316865869724 0.0019881667679015873 0.0013322977002201419 0.0011609233100937644 0.0012112921843178415 0.0011445042967950791
leaf_count=113 67 57 134 107 103 771 234 39 129 63 25 79 223 144 683 340 32 155 93 47 83 37 65 87
internal_value=0 -5.58304e-05 -2.36982e-05 0.000301416 -0.000108774 -0.000284243 7.71009e-05 -0.00010372 0.000304246 0.000522485 0.000310076 -0.0003331 0.000162823 -0.000155653 -0.000753423 -0.00046053 0.000252541 0.000355319 0.000492338 0.000627067 0.000456233 0.000677023 0.000104438 -8.93948e-05
internal_weight=0 0.0326884 0.0313769 0.00650774 0.0248692 0.0127927 0.0120765 0.00923817 0.0033248 0.0048469 0.00380169 0.00591337 0.0109551 0.00473234 0.0035545 0.00240578 0.00979201 0.0082636 0.00690525 0.0058397 0.00448139 0.00314909 0.0031684 0.00220526
internal_count=3910 3797 3730 416 3314 2307 1007 513 168 282 219 345 773 266 1794 1023 670 447 292 260 167 84 209 112
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=25
num_cat=0
split_feature=51 1 31 1213 44 133 13 48 2 48 484 0 0 48 3 49 0 42 159 3 43 52 16 2
split_gain=0.000497765 0.000550825 0.000559122 0.000388421 0.000316562 0.000320362 0.000487402 0.000393903 0.000453313 0.000526579 0.000319766 0.000291629 0.000674012 0.000483674 0.000440326 0.000372195 0.000367725 0.000308156 0.000270328 0.000255794 0.000406487 0.000237441 0.000296851 0.000138646
threshold=-0.40274499999999996 0.14831500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 -0.45122499999999993 0.12675000000000003 0.10274500000000002 0.092755000000000018 -0.0043499999999999988 -0.13027499999999997 -0.074514999999999984 0.086285000000000014 -0.021064999999999997 -0.082494999999999985 0.12500000000000003 0.084100000000000022 0.086140000000000008 -0.13927999999999999 -0.074904999999999985 0.10433000000000002 -0.27337499999999998 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
left_child=-1 2 -2 -4 5 6 -5 8 10 18 -8 13 14 23 15 -13 19 -17 21 -14 -21 22 -10 -12
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 12 16 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.00096108742302712723 0.0010105991980721438 0.0010077317973013783 -0.00088866188354900057 0.00083670347902683768 -0.00080119442925320468 -0.00079276530798357264 -0.0009294460657720265 -0.00081705578560509868 0.00018892472860322277 0.0011968367494491821 0.0010865716673806179 0.00037308546943852489 0.00098958448564817744 -0.00036728701863716228 -0.0014804770417234877 -0.00013460076675653787 -0.0004445930621782799 -0.0011010606070076614 0.00074913791988977783 0.00072734996402418488 -0.00037094535187230752 0.00045655289040460442 -0.00074541699014472277 0.00034719106478328318
leaf_weight=0.0012374093751572604 0.0011617655737032597 0.0012434583800082491 0.0012488054520693173 0.0016576999825916863 0.0011586940771231005 0.0011029504477505078 0.0010254611859536527 0.0013226248927704623 0.0016193228814017149 0.0013551043679784179 0.0012315317928965801 0.0011488641334389546 0.0012186603553345776 0.0014946300856468753 0.0010018501188197027 0.0014502656920704331 0.0016253586324097569 0.0015878865423909483 0.0013536542703483923 0.0015252403555255922 0.0015723506756890751 0.0015963035416324822 0.0015094746320634391 0.0011059134388338165
leaf_count=145 99 89 580 60 64 440 385 68 104 85 25 70 44 54 68 440 41 394 101 78 93 76 225 82
internal_value=0 1.84981e-05 -2.10866e-05 -6.11559e-05 -2.51037e-05 7.59026e-06 4.10251e-05 -1.22795e-05 3.31659e-05 0.000342413 -0.000110623 -5.4505e-05 -0.00017867 0.00030614 -0.000577806 -0.000361819 0.000169899 -0.00063972 0.000151941 0.000401296 0.00016985 -1.91448e-05 -0.000261844 0.000736749
internal_weight=0 0.0323179 0.0310744 0.0299126 0.0286638 0.0275051 0.0264022 0.0247445 0.0234219 0.00743386 0.015988 0.0149626 0.0111305 0.00383208 0.00518887 0.00418702 0.00594161 0.00303815 0.00607876 0.00431625 0.00309759 0.0047251 0.0031288 0.00233745
internal_count=3910 3765 3676 3577 2997 2933 2493 2433 2365 591 1774 1389 1228 161 972 904 256 834 506 215 171 405 329 107
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=26
num_cat=0
split_feature=1213 51 1 44 123 133 50 3 48 0 457 0 2 15 43 1 147 3 0 0 3 16 12 13 2
split_gain=0.000517289 0.00036517 0.000547907 0.000660124 0.000417522 0.000454532 0.000472479 0.000384531 0.000414601 0.000421166 0.000672802 0.000553034 0.000439491 0.000580578 0.000420536 0.000347136 0.000340214 0.000412853 0.000495405 0.000331381 0.000293577 0.000401098 0.0002181 0.00020128 0.000145572
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.088610000000000008 0.10681500000000001 0.086465000000000014 0.16699000000000003 0.12675000000000003 -0.10575999999999998 -0.0015249999999999997 -0.074514999999999984 0.11260500000000001 -0.11739999999999999 -0.089949999999999988 0.10031000000000002 0.10271500000000001 -0.115685 -0.053834999999999994 0.12007500000000002 0.090325000000000003 -0.095109999999999986 0.085250000000000006 -1.0000000180025095e-35 0.083385000000000015
decision_type=2 2 2 2 2 2 2 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 -3 14 13 -12 -11 20 17 19 -19 -13 21 -15 24 -20 -16
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 11 12 16 -14 15 22 -17 -18 18 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.00096481748070326352 -0.00085040060346061803 -0.00070685680414319101 0.00064469972341013202 -0.0011799892867109378 0.00067020771869399638 -0.0010218713280698217 -0.00079675785964151015 0.00067941086882408719 -0.00091014352685697491 -0.001388275569149949 -0.000587274605164721 0.00084704625182116565 0.0010714395251904825 0.00054607383201671377 -0.00047391494266794401 0.0010741467408135281 -0.00077016138195856341 0.00033483388470221729 -0.00025244057207218855 -3.6937779162166158e-05 0.00073938522161385483 -0.00064600751097571582 -0.00089132481072895736 -0.0010600062421704829 0.00027280035464751732
leaf_weight=0.0015567426921864044 0.0013555231607795251 0.0014199633164614922 0.0017881740217794593 0.0011795222022250576 0.0012813485439101815 0.0011184983099581788 0.0018287968280441122 0.0013094256435686171 0.0011774117697580513 0.0010829931384477307 0.0014535561704551725 0.0018589126590837779 0.0013390557644272771 0.0010155252996613129 0.0010455977965415555 0.0012031537844032769 0.0010391878703401858 0.001896508059455293 0.0013326741131101105 0.001504636939955617 0.0012715520263100188 0.0012164330168744544 0.0010576530774732279 0.0011086748814461839 0.0010030613647576403
leaf_count=592 133 67 156 62 139 416 450 73 55 188 60 80 57 64 73 59 10 138 97 98 30 48 527 105 133
internal_value=0 -0.000138726 -0.000108133 -0.000153392 -0.000111 -0.00014769 -0.00011032 -5.87355e-05 -0.000100711 -5.7092e-05 0.000176991 -0.000218566 0.000344345 0.000186295 -0.000636882 0.000425197 -1.80701e-05 8.34132e-05 -0.000202083 0.000451608 0.000202338 -0.000103619 -0.000374914 -0.000619175 -0.000108309
internal_weight=0 0.0328878 0.0315323 0.0297441 0.0285646 0.0272833 0.0261648 0.024336 0.0230266 0.0218491 0.00891924 0.0129299 0.00749928 0.00616022 0.00418931 0.00470666 0.00874059 0.00770141 0.00433786 0.00336355 0.00350351 0.00223196 0.00310631 0.00244135 0.00204866
internal_count=3910 3318 3185 3029 2967 2828 2412 1962 1889 1834 385 1449 318 261 921 201 528 518 340 178 142 112 733 202 206
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=24
num_cat=0
split_feature=1213 31 46 1374 133 3 51 484 453 0 1 0 52 4 2 0 0 49 42 16 12 13 4
split_gain=0.000456854 0.000346924 0.000293832 0.000317687 0.000314209 0.000492021 0.000481567 0.000281614 0.000292756 0.000490878 0.000285679 0.000400077 0.000408668 0.000423529 0.000373788 0.000300229 0.00023087 0.00023065 0.000465335 0.000220624 0.00013144 9.54196e-05 1.79951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083550000000000013 -0.094679999999999986 0.10681500000000001 0.16699000000000003 0.13118000000000002 -0.067754999999999996 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 -0.074514999999999984 0.11401500000000002 -0.49837999999999999 0.11230000000000001 -0.10783 -0.15007499999999999 -0.029304999999999998 -0.092964999999999978 -0.083564999999999987 0.088325000000000015 -0.070174999999999987 -0.17479499999999998
decision_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 -5 9 -9 11 15 13 -13 17 16 -11 -12 -19 -17 22 -22 -15
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 14 12 -14 20 -16 19 -18 18 -20 -21 21 -23 -24
leaf_value=-0.00090483079854934917 0.0007812222497657101 -0.00073839073729900658 -0.00078819757150337211 -0.00068478222695238461 -0.00074778239600617003 0.00080979935565515229 -0.00091003650176502398 0.00085350184719901342 -0.00066847973032168662 -0.00039054238238633014 0.00077568549001734845 -0.00041860141963689603 -0.00060418439287015786 0.00044688846024287018 0.0011707990033121857 -0.00014102192338303284 0.00037787134402122047 0.00063561526746265323 -0.00058125295328547539 -0.00093712801512295591 0.0011285162306796702 0.00053390433072009224 0.00017009324085264703
leaf_weight=0.0012350019052386326 0.0012580849691523057 0.0011883487629393832 0.0010485515760318967 0.0010407433116255823 0.0010545373429840651 0.0018885041483771006 0.0011649918920282601 0.0019567995042350994 0.0010236122146947127 0.0016766227920768095 0.0010062162807464858 0.0011704530967726612 0.0011245205030465666 0.0010670872874243287 0.0010361025904660551 0.0012640757523265491 0.0017802438604406405 0.001226537897309754 0.001598198788792137 0.0019616374313859803 0.0011625547005449377 0.001222853587239725 0.0010092117995788184
leaf_count=592 113 67 58 348 455 152 133 75 71 89 20 114 58 34 147 330 153 10 82 578 42 114 75
internal_value=0 1.74481e-05 -1.60647e-05 1.32441e-05 4.70322e-05 8.00554e-05 2.1393e-05 6.99927e-05 0.000106895 0.000146064 7.04442e-05 -4.12709e-05 0.000213715 0.000377018 0.00037892 -0.000299085 5.18125e-06 0.000164752 -5.28727e-05 -0.000625154 0.000585735 0.000823695 0.000312349
internal_weight=0 0.0299305 0.0286724 0.0276239 0.0264355 0.025381 0.0234925 0.0223275 0.0212867 0.0202631 0.0183063 0.0134393 0.00675668 0.00563216 0.00486706 0.00668258 0.00345687 0.00383095 0.00282474 0.00322571 0.00446171 0.00238541 0.0020763
internal_count=3910 3318 3205 3147 3080 2625 2473 2340 1992 1921 1846 1587 437 379 259 1150 242 112 92 908 265 156 109
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=14
num_cat=0
split_feature=52 1 12 43 52 1 52 151 43 2 4 13 52
split_gain=9.00174e-05 0.000142871 0.000128258 0.000128079 0.000166939 0.000152311 0.000141162 0.000153755 0.000137284 0.000189252 0.000201607 0.000135698 9.58828e-05
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 0.088675000000000018 1.0000000180025095e-35 -0.084129999999999996 -0.068454999999999988 0.087995000000000004 0.05309500000000001 -0.10939499999999998 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -9 10 -10 -11 -13
right_child=1 -3 -4 4 5 -7 -8 8 9 11 -12 12 -14
leaf_value=-0.0015781126021376681 0.0015164984249312321 0.0015951705755863892 -0.0017936247453285519 -0.0014728494785576454 -0.0025604225508327346 -0.00012718266227383635 0.0021820411163890018 0.0017411697919139267 -0.003017445396853054 0.0022141417389362535 0.00026331942523746891 -0.0010574974539535331 0.00093467024330691234
leaf_weight=0.001134251715862635 0.0017015835519364432 0.0017732281219699072 0.0013125289948921091 0.0018632066658326183 0.0015213133454219869 0.0018011683882901419 0.0010469372292920909 0.001740700926911096 0.0011590603507097338 0.0012751070010099674 0.0012460400112430658 0.0014295531306338094 0.0016903794150504303
leaf_count=401 172 217 133 293 837 227 255 492 424 86 68 95 210
internal_value=0 6.25663e-05 -9.02177e-05 4.54888e-05 -0.00012394 -0.00124133 0.000200268 8.46238e-07 0.000322337 -4.08563e-05 -0.00131774 0.000657893 2.1859e-05
internal_weight=0 0.0195608 0.0177876 0.0164751 0.0147735 0.00332248 0.011451 0.010404 0.00854084 0.00680014 0.0024051 0.00439504 0.00311993
internal_count=3910 3509 3292 3159 2987 1064 1923 1668 1375 883 492 391 305
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=23
num_cat=0
split_feature=1213 31 1374 150 484 0 474 13 48 52 1 457 15 52 4 52 0 15 4 2 16 4
split_gain=0.000553674 0.000473816 0.000341228 0.000348365 0.000476385 0.000421588 0.000738012 0.000477687 0.000398495 0.000466025 0.000389129 0.000380537 0.00057917 0.000380428 0.000326464 0.000619655 0.000305661 0.000235319 0.000318045 0.000205723 9.76634e-05 8.448e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 -0.074904999999999985 0.084835000000000008 -0.083924999999999986 0.093225000000000016 0.11588000000000002 0.11198000000000001 0.090920000000000015 -0.03231499999999999 -0.40083499999999994 -0.23071499999999998 0.09716000000000001 -0.15291499999999997 0.083935000000000023 0.26048500000000002 0.091250000000000012 0.081265000000000018 1.0000000180025095e-35
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 17 9 13 16 12 19 -7 15 -15 -9 18 -6 -5 -16 -18
right_child=1 2 3 11 5 8 -8 10 -10 -11 -12 -13 -14 14 20 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.00098297225503372714 0.00098067545605881796 -0.00079331766583978747 -0.0008512763981656415 0.00015860485229543753 -0.00063718429122475303 -0.00059189537048999887 0.00091259430397624757 -0.00036451921539206437 0.00098719923030663294 -0.00067900128237734724 -5.8865025502637728e-05 0.0012037942156655687 -0.00072362731326493007 -0.00050908001229424057 0.0010018858219159193 0.00081990541888170949 -0.00095974511480190444 0.00068561563187230295 0.00039362762208688945 0.00090554196416881016 0.0004481668057986515 -0.0015392502641034826
leaf_weight=0.0013546662326641553 0.0011966420379282685 0.0012772185378899783 0.0016947222859670851 0.0019566249722846596 0.001577073987857446 0.001077099321111997 0.0012352020066417327 0.0014713385499729413 0.001406002075616474 0.0015184588055812132 0.0018556373299970508 0.0010482810079750493 0.0012626619342269709 0.001925088093726047 0.0017636682874846762 0.0014859286642376901 0.0011645976779944426 0.0010485617001296799 0.0013095603632026012 0.0016038908028359056 0.0013397951383664619 0.0012431862996154022
leaf_count=592 113 67 551 88 175 205 125 68 80 119 64 75 107 68 227 13 627 102 85 130 51 178
internal_value=0 2.64963e-05 -1.12313e-05 2.32284e-05 -6.21913e-05 2.36566e-07 -0.000212754 -0.000356501 0.000221108 0.000102873 -0.000641152 0.000359525 0.00017603 0.000259263 0.000399992 6.9861e-05 -0.000919698 5.83205e-05 -0.000169543 0.000495075 0.00076284 -0.00125896
internal_weight=0 0.0314612 0.0302646 0.0289874 0.0231159 0.0214212 0.0109052 0.00966996 0.010516 0.00911004 0.00573476 0.00587146 0.00482318 0.00759158 0.00651448 0.00341102 0.00387912 0.0039352 0.00288663 0.00356052 0.00310346 0.00240778
internal_count=3910 3318 3205 3138 2738 2187 1424 1299 763 683 937 400 325 564 359 81 873 362 260 218 278 805
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=25
num_cat=0
split_feature=1213 31 1374 1374 150 1 4 484 0 0 474 14 133 2 42 43 12 16 4 15 4 13 42 52
split_gain=0.000472763 0.000426603 0.000397411 0.000337653 0.00049286 0.000375993 0.000471939 0.000300776 0.00031574 0.00062603 0.000457449 0.000625569 0.000371565 0.000364141 0.000230931 0.000345551 0.000348003 0.000400478 0.000204389 0.000178977 0.000169809 0.000259162 0.000133384 0.000125749
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.086000000000000007 0.082085000000000019 0.085835000000000009 0.40812500000000007 -0.0043499999999999988 -0.074514999999999984 -0.10575999999999998 0.084835000000000008 -0.13131999999999996 0.10599500000000002 0.08400500000000001 -0.090359999999999982 -0.083899999999999988 0.097345000000000015 0.15737500000000001 0.18622000000000002 -0.09547499999999999 0.26048500000000002 -0.087694999999999981 0.086825000000000013 -0.0013649999999999997
decision_type=2 2 2 2 2 2 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 19 -4 9 10 11 -9 14 -11 -10 22 17 -17 -13 -7 -20 -22 -16 -18
right_child=1 2 3 -5 5 6 -8 8 12 13 -12 18 -14 -15 15 16 23 -19 20 -21 21 -23 -24 -25
leaf_value=-0.0008278300181019648 0.00085277915350469215 -0.00079769112182952065 -0.00065515979453883056 -0.00077495686926524977 -0.00018510424453226822 0.0014268371175794449 -0.00011399352962926624 -0.0011027638807808112 -0.00020964351574361605 -0.0012138135231373971 0.00088596591987928196 -0.00026751320773323869 -0.00065542024305009501 -0.00025527079827111538 0.0012034531735279719 0.00034314640886882347 0.00094861527591728835 -0.00061738080814371303 0.00078908235442130587 0.00069142339531632875 0.00056387192682626653 -0.00040886906527926975 0.00049926442000340859 0.00026780607951400155
leaf_weight=0.0014044807156072528 0.0012043704051060136 0.0012650925455117692 0.0015274646006373923 0.0010514907020384703 0.0014685974564961892 0.001083461528010865 0.001150218903524125 0.0010474560342113026 0.0017589838078793116 0.001494441191727201 0.0011460231426809742 0.001890660556985219 0.0010000087946364653 0.001761636572781354 0.0010764901013291545 0.0019312202778426473 0.0011579397281722414 0.0016355036504632769 0.0010704607743918793 0.0017913896520578287 0.0011653155389584891 0.0010735174137750936 0.0011193711329444134 0.0010603008044101081
leaf_count=592 113 67 534 106 99 36 52 36 65 341 29 145 168 683 26 120 63 203 29 162 66 74 45 56
internal_value=0 1.88862e-05 -1.37988e-05 1.98614e-05 4.92782e-05 0.000433512 0.000659222 -4.28313e-05 8.96628e-07 -0.000173375 5.64429e-05 -9.57246e-05 0.000173703 -0.000695213 0.000258831 0.000362083 0.000178974 -9.72986e-05 0.000107129 0.000968583 0.000321169 9.74439e-05 0.000844483 0.000623194
internal_weight=0 0.0319314 0.030727 0.029462 0.0284105 0.00549367 0.00402507 0.0229168 0.0213893 0.0106495 0.00739343 0.00624741 0.0107398 0.00325608 0.00973981 0.00798083 0.00578496 0.00356672 0.00519995 0.00287485 0.00330929 0.00223883 0.00219586 0.00221824
internal_count=3910 3318 3205 3138 3032 349 250 2683 2149 1403 379 350 746 1024 578 513 442 323 314 198 169 140 71 119
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=17
num_cat=0
split_feature=38 3 15 42 48 50 2 42 16 43 47 2 4 15 0 1
split_gain=9.17131e-05 0.00014842 0.000159474 0.000229097 0.000162006 0.000255846 0.00024108 0.000177201 0.000294731 0.000176915 0.000169657 0.000178132 0.000183897 0.000209668 0.000145248 8.65339e-05
threshold=1.0000000180025095e-35 0.16699000000000003 0.079360000000000014 0.08401500000000002 0.12649500000000002 0.084340000000000012 0.11542500000000001 0.083815000000000014 0.22945500000000005 0.0047600000000000012 0.09252500000000001 0.086245000000000002 0.0057500000000000008 -0.008624999999999999 -0.099024999999999988 0.080320000000000016
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 9 15 10 11 14 13 -13 -1 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0031099441377518914 -0.0015323998291205253 0.0017091440704167197 -0.0026983795273158098 0.0004344582798607023 -0.0018995828882099233 -0.0022359621343790428 0.0027084776647588273 -0.0030518455047509325 0.0011401349684496613 0.0022977012528653993 -0.001435845592872448 -0.0025521821881082439 0.0013240841377169335 0.00070667844268809731 0.00062358347920331931 -0.00097305739356409542
leaf_weight=0.0011390186809848157 0.0010478788715159162 0.0013815897500502874 0.001406230878507538 0.0011701720162850399 0.0010100445158820462 0.0010405306547485805 0.0011861347194385289 0.0010149454003527758 0.00139834390229715 0.0014642413862562976 0.0012662498591027721 0.0011737243419739337 0.0015095235051720002 0.0010008012050253283 0.0014759070580499297 0.0011907329267686478
leaf_count=43 95 166 708 714 93 378 259 308 166 96 90 179 123 146 169 177
internal_value=0 5.54792e-05 -6.83749e-05 -0.00127548 0.000127589 0.000265376 0.000453711 0.000242016 -0.000738566 0.000633405 0.000311282 0.000662498 -7.86031e-05 -0.00105233 0.0017066 -0.00192961
internal_weight=0 0.0198282 0.0184466 0.0025764 0.0158702 0.0148602 0.0138196 0.0126335 0.00360402 0.00902947 0.00756522 0.00629897 0.00368405 0.00217453 0.00261493 0.00220568
internal_count=3910 3815 3649 1422 2227 2134 1756 1497 651 846 750 660 448 325 212 485
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=25
num_cat=0
split_feature=31 1213 1374 150 1456 151 15 12 133 0 0 2 51 47 48 52 13 0 1 47 4 13 16 4
split_gain=0.000470962 0.000404758 0.000411569 0.000385546 0.000434474 0.000473613 0.000377402 0.000412458 0.000294261 0.000320455 0.000586228 0.000353253 0.000352623 0.000365035 0.000297913 0.000556048 0.000594033 0.000343424 0.000292411 0.000254984 0.000219719 0.0002059 0.000178689 0.000135749
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -1.0000000180025095e-35 -0.030624999999999996 -0.03231499999999999 0.10595000000000002 0.10681500000000001 -0.074514999999999984 -0.10575999999999998 0.08400500000000001 0.083165000000000017 0.077065000000000008 0.093225000000000016 0.11401500000000002 -0.089189999999999978 -0.053834999999999994 0.11198000000000001 0.10783500000000001 0.097045000000000006 0.10924000000000002 0.099280000000000021 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
left_child=-1 -2 -3 4 -4 -6 7 23 9 10 12 -12 13 18 15 16 -11 -18 20 -15 -7 22 -19 -5
right_child=1 2 3 6 5 8 -8 -9 -10 14 11 -13 -14 19 -16 -17 17 21 -20 -21 -22 -23 -24 -25
leaf_value=0.00088219571012348389 -0.00082757825935398765 -0.00081755876893413568 -0.0010147028946765663 0.00054549716717397544 -0.00073204923251934755 0.00073227993529657008 -0.00023591039178155786 -0.00023046194961754259 -0.00072428210803156853 0.0011909386454412212 -0.0011561611609305778 -0.00014590586693192994 -0.00062472083372481775 -0.00072119404858696527 0.00094902628562565155 -0.00073088298693795354 0.00072493496512707689 -1.2033791646164832e-05 0.0012041208803780746 0.00028630907538944436 -0.00020443044068319666 0.00025075282671446932 -0.00087628675205567868 0.0011479914069029123
leaf_weight=0.0012359445096478674 0.0014223459762181803 0.0013541636844491825 0.0010206479307849478 0.0016658944218967964 0.0019023448357618758 0.0011564524896523426 0.0017144171205013539 0.0010360738475334585 0.0010456787539992454 0.0014403213085111841 0.0015040695841738718 0.0015540493378922646 0.0011066438578332116 0.0010189507359381622 0.0012731363923796932 0.0012619030243723461 0.0014971767157041524 0.0011001040658661556 0.0011643857776282296 0.0012175779003982257 0.0010597005422359196 0.001858880804398666 0.0010163622043215526 0.0016376196954895894
leaf_count=113 592 67 324 135 273 68 134 22 414 52 293 523 53 33 61 80 133 61 60 36 65 40 169 109
internal_value=0 -5.26552e-05 -1.6643e-05 2.04333e-05 -6.67188e-05 -2.30913e-05 0.000354392 0.000587599 4.34269e-05 8.51736e-05 -0.000103357 -0.000642778 0.000141986 0.000293038 0.000280368 0.000176231 0.00034182 0.000118339 0.000601168 -0.000172704 0.000284372 -0.000110115 -0.000427062 0.000844166
internal_weight=0 0.0320289 0.0306066 0.0292524 0.0231984 0.0221777 0.00605401 0.00433959 0.0202754 0.0192297 0.00978183 0.00305812 0.00672371 0.00561707 0.00944788 0.00817475 0.00691285 0.00547252 0.00338054 0.00223653 0.00221615 0.00397535 0.00211647 0.00330351
internal_count=3910 3797 3205 3138 2738 2414 400 266 2141 1727 1131 816 315 262 596 535 455 403 193 69 133 270 230 244
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=16
num_cat=0
split_feature=1 0 52 52 14 47 1 0 15 52 16 150 48 15 52
split_gain=8.977e-05 0.000161213 0.000100353 0.000176262 0.00012084 0.000154652 0.000243039 0.000173896 0.000190796 0.000185089 0.00015105 0.000148537 8.99897e-05 0.000153571 0.000305861
threshold=0.076710000000000014 -0.089879999999999974 -0.37613999999999997 -0.11051499999999999 -0.13131999999999996 0.09252500000000001 0.11561500000000001 -0.087899999999999992 -0.035939999999999993 -0.0066199999999999991 -0.30307999999999996 0.087235000000000021 0.086065000000000016 0.083935000000000023 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -7 9 -9 11 -11 -6 13 14 -3
right_child=2 12 3 4 5 6 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0028377735578220737 -0.001694327650358818 -0.0036985710492385472 0.0030191345002937939 -0.0016616911687691875 0.0019877707237824457 -0.0034536553881403466 0.0008283910968545651 0.0014981455515179209 -0.0021589198023462589 0.00091288849404849097 0.0041115793615388446 -0.0015168295792892385 0.0017090862301781568 0.0017474387586452569 0.00062512033022931195
leaf_weight=0.0013382292251658432 0.0011343274040591664 0.0014343038448079853 0.0011561049012178701 0.0014627066531044683 0.0011333529908007511 0.0011086823770882779 0.0014668624550577651 0.001257118705856819 0.0014793618975880093 0.0011783559546553607 0.0017443860479865493 0.0011717594156563926 0.0010005691639794478 0.0010077860247213466 0.0017070304599976771
leaf_count=481 202 511 171 133 100 129 107 173 513 198 109 67 139 783 94
internal_value=0 -0.000703502 0.000275447 0.000445249 0.000197329 0.000455321 -0.00101488 0.000930762 -0.000478891 0.00166863 0.00282197 0.000206275 -0.000148877 -0.000596929 -0.00134904
internal_weight=0 0.00648792 0.014293 0.0131587 0.0120026 0.0105399 0.00257554 0.00796434 0.00273648 0.00522785 0.00292274 0.00230511 0.00514969 0.00414912 0.00314133
internal_count=3910 2008 1902 1700 1529 1396 236 1160 686 474 307 167 1527 1388 605
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=17
num_cat=0
split_feature=14 1 4 2 157 0 16 3 2 2 0 3 2 151 39 3
split_gain=0.000100941 9.38135e-05 0.000162499 0.000168692 0.000150852 0.000156412 0.000243795 0.000272623 0.000130568 0.000152688 0.000119595 0.000267537 0.000219854 0.000200362 0.000104792 8.21272e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.084009999999999987 0.106285 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 0.082730000000000012 0.10066500000000002 0.092340000000000019 -0.15713499999999997 0.11818000000000002 1.0000000180025095e-35 -0.0088999999999999982 0.005105000000000001 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -3 6 10 14 9 -4 11 13 -12 -6 -8 -1
right_child=-2 4 8 -5 5 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0016263497910333248 -0.0018245515268812717 0.0021131234276402463 -0.0022987256067423362 0.0025032454983210249 -0.00084750159223065022 0.0019813296605422285 -0.0014735772430536896 -0.0039401139511396942 -0.0033168776284184516 0.0010552497998842986 5.5748331963673254e-05 -0.0028896082303495494 0.0032578618056977454 0.0028172383915716207 0.0011558905941280663 0.00074910677066625209
leaf_weight=0.0011787811946760221 0.0011070090016040693 0.0016370779114376352 0.0010338984182892081 0.0010080544067374575 0.0011832803767504174 0.00148506544031722 0.0012361086227193896 0.0011308263525187101 0.0010356391944517929 0.0010058581121690641 0.0019884061290693089 0.0010254515409895415 0.001353728583263096 0.0010645025640387638 0.0010553608830949912 0.0010195325912150093
leaf_count=351 135 246 878 29 62 250 319 77 386 316 430 68 181 67 92 23
internal_value=0 7.80987e-05 -0.000538108 0.000427286 0.000372242 0.000124908 -0.000149748 -0.00147772 -0.00154462 -0.000644791 0.000537246 -0.000295435 0.00135276 0.000888042 -0.000262548 -0.000524662
internal_weight=0 0.0194416 0.00628176 0.00320637 0.0131598 0.0115227 0.0100377 0.0034223 0.0030754 0.00203976 0.00661537 0.00327323 0.00334213 0.00224778 0.00229147 0.00219831
internal_count=3910 3775 1983 403 1792 1546 1296 488 1580 1194 808 197 611 129 411 374
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 453 0 31 133 475 38 124 0 0 2 51 2 15 52 12 3 13 0 1 151 48
split_gain=0.000447948 0.000457005 0.000450937 0.000409973 0.000509933 0.000328723 0.000300464 0.000315931 0.000290829 0.000398895 0.000220933 0.000367483 0.000423042 0.000251848 0.00023601 0.000473425 0.000228845 0.000258873 0.000393005 0.000332797 0.000299978 0.000131012 0.000119205 0.000101888
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.10681500000000001 -0.08459499999999999 0.084445000000000006 -0.048219999999999992 -0.074514999999999984 -0.10575999999999998 0.08400500000000001 0.083165000000000017 0.11260500000000001 -0.015439999999999997 0.11401500000000002 0.088325000000000015 -0.10942499999999998 -0.089189999999999978 -0.053834999999999994 0.11167500000000001 0.11831500000000002 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 23 -6 7 -7 9 -9 11 13 -13 14 15 21 17 18 -12 -19 -21 -11 -22 -4
right_child=1 2 3 -5 5 6 -8 8 -10 10 16 12 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24 -25
leaf_value=-0.00076471764365858524 -0.00074923188093202464 -0.00070356997913710595 0.00098423308479415731 -0.00072849035535349038 0.00075907383082879484 -0.0006567101135397578 -0.00065489118864835616 0.00077917539176836569 -0.00057531243126573138 3.2878956983106603e-05 0.00050057109465847247 -0.00092343720438996235 7.0975673233044802e-06 -0.00046508836374804894 0.00074304093962574303 0.00065910626323979391 -0.00021570871197495051 0.00114437892429972 -0.00044641212335720974 0.00075575870408113208 -0.00033266040505688368 -0.00059625058132965541 0.00029668412905454913 0.0004190097001180045
leaf_weight=0.0013485003688704219 0.0013137711304658925 0.0013337278458607207 0.0011774829743726968 0.0010472163135095683 0.0011149682803746055 0.0010273816564058463 0.0010774088064882384 0.0015137222762893572 0.0010800118632199309 0.0011195115811437617 0.0014864471520203981 0.0015465604483659284 0.0018906432711264451 0.0010367811083232537 0.0012628773682554773 0.0015112450576779592 0.0017360095060552361 0.0010965625810008817 0.0015680218313028522 0.0015488135062717845 0.0010218830242632038 0.0011879104011676134 0.0010756879419204779 0.0010509389280102255
leaf_count=592 332 68 58 91 110 227 427 156 73 104 60 333 558 65 64 57 100 30 127 104 121 23 6 24
internal_value=0 1.22667e-05 4.61662e-05 8.16528e-05 0.000112923 5.88068e-05 2.59839e-05 5.82859e-05 9.21642e-05 0.000127154 7.54498e-05 -6.63459e-05 -0.000411594 0.00012761 0.000248538 8.50001e-05 0.000217574 0.00031404 1.44341e-05 0.000506987 0.000315307 -0.00029101 -9.91646e-06 0.00071767
internal_weight=0 0.0308256 0.0295118 0.0281781 0.0271309 0.0249024 0.0237875 0.0227101 0.0216827 0.0206027 0.019089 0.00955553 0.0034372 0.00611833 0.00508154 0.00381867 0.00953343 0.00779742 0.00305447 0.00474295 0.00364638 0.00230742 0.00209757 0.00222842
internal_count=3910 3318 2986 2918 2827 2745 2635 2208 1981 1908 1752 1204 891 313 248 184 548 448 187 261 231 127 127 82
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=15
num_cat=0
split_feature=484 1 52 12 43 52 0 52 151 4 4 15 160 4
split_gain=8.5424e-05 0.000111055 0.000155088 0.000157597 0.000190437 0.000153844 0.000182324 0.000131083 0.000208361 0.000162571 0.00018821 0.000103818 9.88918e-05 0.000176053
threshold=-0.0043499999999999988 0.13662500000000002 -0.021309999999999996 0.11655500000000001 -0.15648499999999999 -0.074484999999999982 -0.15007499999999999 0.084890000000000007 -0.0008699999999999999 0.24280000000000004 -0.078094999999999984 -0.068324999999999983 -0.070974999999999996 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 -6 10 -10 -9 -8 -14
right_child=1 -3 3 -5 7 -7 12 11 9 -11 -12 -13 13 -15
leaf_value=-0.0014222897945018341 -0.0014932110946251154 0.0015155693659179839 0.0015780976234714421 -0.0026796178136343158 -0.0020379446318366254 0.0027664970419247555 0.0025117441838444052 -0.00017461021999726385 0.0015132699603176859 0.002275104419205034 -0.0016146837543365375 -0.0025440427723011664 -0.0011045352248312027 0.0017694371751984543
leaf_weight=0.0014094158263435212 0.0014828396044064274 0.0017042938003833203 0.0016312900879981137 0.0010323721157044713 0.0014191735102784837 0.0010157718289998353 0.0010170335822505261 0.0010154824479006383 0.0011901555952361633 0.0013274256049482097 0.0015201498681152231 0.0017433623729877432 0.0014293034994912746 0.0015329398940284594
leaf_count=612 60 216 153 79 191 153 118 215 288 147 318 721 372 267
internal_value=0 8.063e-05 -6.02651e-05 -0.000489937 -0.000260369 0.000661356 0.00026987 -0.000625409 -9.63366e-05 0.000586096 -0.000241129 -0.0016719 0.000926865 0.000382725
internal_weight=0 0.0190616 0.0173573 0.0108794 0.00984704 0.00647789 0.00546212 0.00821575 0.0054569 0.00403773 0.00271031 0.00275884 0.00397928 0.00296224
internal_count=3910 3298 3082 2112 2033 970 817 1880 944 753 606 936 757 639
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=26
num_cat=0
split_feature=1213 1456 453 1374 0 133 38 475 3 40 42 39 51 150 1 52 47 0 49 15 12 13 13 48 0
split_gain=0.000622968 0.000405476 0.000458376 0.000434849 0.000626056 0.000381137 0.00036637 0.000380651 0.000410259 0.000374032 0.000646432 0.000580221 0.00054029 0.000295989 0.000326867 0.000417901 0.000375022 0.000330248 0.000292148 0.000271103 0.00026514 0.000237942 0.000388487 0.000181231 0.000144461
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.10681500000000001 0.084445000000000006 -0.084444999999999978 0.16699000000000003 0.028705000000000001 -0.10770999999999999 0.084835000000000008 0.13881000000000002 0.12187000000000002 0.11235500000000002 0.11401500000000002 0.08593000000000002 -0.06402999999999999 -0.084114999999999981 -0.10192499999999999 0.085325000000000012 -0.070604999999999987 0.10924000000000002 0.08740500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 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 23 6 7 -6 9 10 -9 12 13 14 15 17 -16 18 -12 -20 24 -19 -23 -5 -21
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 16 -17 -18 21 19 20 -22 22 -24 -25 -26
leaf_value=-0.00096538675085442653 -0.00076558158988351626 -0.00073105874131173761 -0.00090574617794653633 0.0013331416466235821 -0.00069445762815091106 -0.0007308423383389248 -0.00068211085544825736 -0.00095896109049432355 0.00089722289413263472 0.0010093984581375148 -0.00073755512417227769 0.0011384066126075244 -0.00094438123049628167 -0.00059166560986310859 0.0011000566949173145 -0.00066534119434677095 3.8939044780937945e-05 0.0010572994673957378 -0.00042101550275675393 0.00097441251629334252 -0.0002092329159208968 -0.00037234136262058898 0.00079003494064340204 0.00050178385132026678 0.00026614437397032628
leaf_weight=0.0014716878540249742 0.0013748670708807883 0.0013449184341647316 0.0010486154798041705 0.001035284315281877 0.0011210770389304394 0.0012586388830765618 0.0012306373775234905 0.0012198851176186262 0.0016876497719145169 0.0010244900206521903 0.0010170944652070375 0.0012431073301558569 0.0010528259153551591 0.0010898195363298049 0.0017251856346112157 0.0013938759515217123 0.0012821100159570165 0.0013133071154030063 0.0014255267286922176 0.0012586113555101974 0.0012960310278284509 0.001131006229637254 0.0014476685330464534 0.0013139498106511383 0.0012853902471627581
leaf_count=592 332 68 91 52 230 432 77 133 138 39 61 237 82 37 93 206 50 33 125 39 479 122 24 30 108
internal_value=0 2.36909e-05 5.95674e-05 9.42355e-05 0.000134086 6.64686e-05 0.000107859 0.0001501 0.000193347 0.000134557 8.78314e-05 0.000158926 8.60961e-05 0.000155351 0.000211204 9.77434e-05 0.000647667 0.000202282 -8.43567e-06 0.000132401 0.000337844 0.000542435 0.000280217 0.000868155 0.000616551
internal_weight=0 0.0316216 0.0302467 0.0291981 0.0278532 0.0255039 0.0242453 0.0230147 0.0218936 0.0202059 0.0191814 0.0179616 0.0167185 0.0156656 0.0145758 0.0115685 0.0030073 0.0101746 0.00628265 0.00526556 0.00384003 0.00389198 0.00257867 0.00234923 0.002544
internal_count=3910 3318 2986 2895 2827 2745 2313 2236 2006 1868 1829 1696 1459 1377 1340 1197 143 991 812 751 626 179 146 82 147
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=27
num_cat=0
split_feature=1213 480 31 133 1374 1 14 47 3 42 0 376 4 2 12 0 15 160 2 484 52 15 52 16 160 15
split_gain=0.000567971 0.000429648 0.000469215 0.000359261 0.000380719 0.000344006 0.000655686 0.000605181 0.000962949 0.000521434 0.000504905 0.00038685 0.000424139 0.000568794 0.000411027 0.000491508 0.000410708 0.000368955 0.000458667 0.000455853 0.000445591 0.000291419 0.000287238 0.000281766 7.15522e-05 3.64575e-05
threshold=-1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.13662500000000002 0.073890000000000011 0.086425000000000016 -0.074234999999999982 -0.097204999999999986 -0.06402999999999999 1.0000000180025095e-35 -0.0037349999999999992 0.11835000000000002 0.093125000000000013 -0.23029999999999998 -0.035939999999999993 1.0000000180025095e-35 0.11043500000000002 0.085815000000000016 0.071660000000000015 -0.12507499999999996 0.092885000000000009 0.15100500000000003 0.031805000000000007 0.05377500000000001
decision_type=2 2 2 2 2 2 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 -6 -9 12 17 14 15 -14 24 18 19 20 -11 -10 -22 -7 -17 -16
right_child=1 -3 3 -5 5 23 -8 8 21 11 -12 -13 13 -15 25 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=-0.00091367063378353162 0.00093026062132588161 -0.00088402142860949883 -0.00072116490068953115 -0.00077081804962472094 -0.00080721543005483724 0.0011882322338748167 -0.0010670982395965724 -0.00029308303486356004 -0.00033730556488947389 -0.00089996099078502791 0.0010261781622290024 0.0011055937530346886 0.00096160367767458193 -0.0003546022780507482 0.00096937644755629843 0.00015096221849088197 -0.00066985810517686359 -0.00072157617271396079 0.000989895205985321 0.00076479607167264773 0.00066719218784374104 -0.0013018424774831564 -0.00032144632539134383 0.00017018012008867268 0.00069863249136381132 0.0013613569085059783
leaf_weight=0.0014398700944344969 0.0012424992427170203 0.0010744231051359526 0.0013001514161494745 0.0011814313921197769 0.0010102099981511977 0.0010336114775069292 0.0010942314721151805 0.0013386491243239929 0.0010786818317702895 0.0015626600910007447 0.0011402220321237166 0.0011001452117186941 0.001963180550120569 0.0015917920786564788 0.0010038997392072813 0.0010082732347276024 0.0011314272704131684 0.0013712554430187762 0.0010528742969416749 0.0011110441857349329 0.0010615650580663161 0.0017330981432830397 0.0015124858500272509 0.0013063152926342525 0.0010171106230709714 0.0010106496699364698
leaf_count=592 111 240 63 411 164 127 96 172 63 354 38 83 61 126 90 162 87 201 103 115 129 84 134 36 56 12
internal_value=0 2.16847e-05 5.31185e-05 1.64418e-05 4.90383e-05 8.58086e-05 3.56069e-05 8.63067e-05 -0.000348224 0.000210517 0.000313746 0.000269272 0.000213164 0.000432858 0.000608549 0.000389201 3.32304e-05 -3.67258e-05 0.000112324 -6.37465e-05 -0.000286278 -0.000931818 8.62784e-05 0.000619882 0.000425992 0.00116602
internal_weight=0 0.0320319 0.0309575 0.029715 0.0285335 0.0272334 0.0248935 0.0237992 0.00529065 0.0185086 0.00247887 0.0174984 0.0163982 0.00872633 0.00713454 0.00511999 0.00315681 0.00767188 0.00630063 0.00524776 0.00413671 0.00281178 0.00257405 0.00233993 0.00202538 0.00201455
internal_count=3910 3318 3078 2967 2556 2493 2330 2234 357 1877 210 1713 1630 594 468 366 305 1036 835 732 617 147 263 163 218 102
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=25
num_cat=0
split_feature=1213 1374 1374 150 484 133 123 11 376 160 156 3 12 1 12 4 160 13 13 42 15 52 1 2
split_gain=0.000533114 0.000388739 0.000351028 0.000504658 0.000370884 0.000326247 0.000396195 0.000398243 0.00032953 0.000324031 0.000320648 0.000314214 0.000296896 0.000382264 0.000348545 0.000295614 0.000257105 0.000255985 0.000186917 0.000262146 0.000237286 0.000212678 0.000171826 0.000159777
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.086000000000000007 0.08486500000000001 -0.0043499999999999988 0.10681500000000001 0.084845000000000018 0.080455000000000013 0.048375000000000008 0.086620000000000016 0.091280000000000014 -0.057849999999999992 -0.023959999999999995 0.12864500000000004 0.099170000000000022 0.0057500000000000008 -0.091109999999999983 0.06211500000000001 -0.083924999999999986 0.091230000000000019 0.041585000000000004 -0.044539999999999989 0.095575000000000007 0.092865000000000017
decision_type=2 2 2 2 2 2 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 12 17 -6 14 16 -13 -14 -5 23 20 21 -20 -23 -18
right_child=1 2 -4 11 5 -7 -8 -9 -10 -11 -12 15 13 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25
leaf_value=-0.0010564791547378067 -0.0008943303520821057 -0.00080928265869715057 -0.00090753302031571707 -0.00031217459590256636 -0.00052095428930154617 -0.00083632032208939421 -0.00062970549444670259 -0.00062903238986382641 0.0011383381334133934 -0.00069331181755574896 -0.00066076428562213683 0.00038639987683335305 -0.00036822466014505825 0.0011326401875867511 -0.00046357035427908828 0.0015742150187440527 0.00039826765891261322 0.00073319060644374179 0.00093931786472313138 0.0010532300084260923 -0.0005734435947200321 -0.00032240390724242812 0.00052424407806898801 0.0012526097186931595
leaf_weight=0.0013822413195202906 0.0012815463383359918 0.0015583444292007814 0.0010432157553441615 0.0014352520023988014 0.0011335972503506648 0.00114405194338038 0.0019720176168950025 0.0016493655574698609 0.0011335087488829323 0.0011349043679129691 0.0010466294196556101 0.0011338737747860752 0.0011386691475010488 0.0017497451122130423 0.001597833144818526 0.0013226231030051827 0.0011337617271918151 0.0013014946373708369 0.001234989511641249 0.001192908732492004 0.0010166992552420179 0.0014381537122977869 0.001357982157941251 0.0014581814744474286
leaf_count=592 68 540 107 121 108 380 155 176 58 137 159 98 251 68 139 83 110 22 104 47 242 79 38 28
internal_value=0 2.65506e-05 6.54638e-05 0.000100125 -3.91387e-06 5.17841e-05 9.9287e-05 0.000173325 0.000247808 0.000187124 0.000251592 0.00058276 0.000317664 0.00038904 0.000276576 0.00102594 0.000395179 0.000184962 0.000493594 0.000333564 0.000163491 0.000349355 8.87824e-05 0.000878905
internal_weight=0 0.0316093 0.0303278 0.0292846 0.0240913 0.022533 0.0213889 0.0194169 0.0177676 0.0166341 0.0154992 0.00519324 0.0144525 0.0133189 0.0115692 0.0024565 0.00997135 0.00273675 0.00883268 0.00624073 0.00504782 0.00403113 0.00279614 0.00259194
internal_count=3910 3318 3250 3143 2819 2279 1899 1744 1568 1510 1373 324 1214 1106 1038 181 899 143 648 510 463 221 117 138
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=26
num_cat=0
split_feature=51 124 31 1213 46 47 1 133 42 124 13 43 0 12 42 49 4 16 1374 12 49 3 0 2 457
split_gain=0.000508046 0.000500294 0.000404262 0.000363902 0.000364164 0.000419391 0.000430634 0.000426975 0.000408775 0.000356494 0.000277663 0.000273914 0.000345594 0.000392725 0.000467802 0.000467689 0.000437489 0.000413315 0.000280509 0.000253757 0.00043514 0.000243845 0.000219873 0.000127017 8.51147e-05
threshold=-0.40274499999999996 0.10385500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083550000000000013 0.11939500000000002 0.11327500000000001 0.10681500000000001 -0.090359999999999982 -1.0000000180025095e-35 -0.085414999999999991 -0.18906999999999999 -0.23029999999999998 0.085185000000000025 0.085330000000000003 -1.0000000180025095e-35 -0.0065549999999999992 0.061570000000000007 -0.080239999999999992 0.099370000000000014 -0.0098949999999999975 -0.078884999999999997 -0.10303999999999998 0.084065000000000015 0.082870000000000013
decision_type=2 2 2 2 2 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 -8 -11 18 15 19 -14 17 23 -13 20 -15 -16 -12 -17 -20
right_child=1 -3 3 4 -6 -7 10 -9 9 11 22 12 13 14 21 16 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.00094321757927675134 0.0008958225834271923 0.00099985724511688343 -0.0008807896007089961 -0.00092497698501930081 -0.00094677447915739123 -0.00096295973115323994 0.0010580935863804698 -0.0010564766674479469 0.00084731346057969443 0.00062224702778066051 0.00064906130028325273 -0.00024580781636205468 -0.0011730248151140548 0.001502647426548448 -0.0010190707207989483 0.00093666572381634588 -0.00098382489761689304 -0.00069312682547822914 0.00042769697897010716 -0.00023196814900789764 0.00020864266654110249 6.1386426150153886e-05 -0.00013000809975457527 0.0001394258304757928 0.0010580156237865034
leaf_weight=0.0014878691262805712 0.0011920219829333603 0.0012894353712223352 0.0013333106472220154 0.0011535418085798074 0.0010584561672146711 0.0010899487891107276 0.0014797733785736136 0.0010317858303187785 0.0013837966450076502 0.0016532761754817207 0.0017663880519946662 0.0011794663485034107 0.0017807021111680282 0.0010369258075755283 0.0011457635998424094 0.0010569543741980603 0.0012906178143216977 0.0010481633809895641 0.0011769836006214505 0.0011332014373106117 0.0019125261774754349 0.0010229883269872002 0.0019969091609728642 0.0010122437934945161 0.0010477074594632541
leaf_count=145 107 42 580 219 57 88 169 409 116 37 40 18 217 22 366 37 113 88 40 108 369 212 185 89 37
internal_value=0 1.81384e-05 -2.27177e-05 -5.94706e-05 -2.09904e-05 1.47729e-05 5.5278e-05 -4.73862e-05 4.58144e-06 6.13722e-05 0.000467783 -7.8419e-07 -6.57947e-05 -0.000190065 9.42964e-05 -0.000477309 -0.000196259 0.000129801 0.000388337 0.000415 0.00066357 -0.000509425 0.000235666 0.000546659 0.000724542
internal_weight=0 0.0322729 0.0309835 0.0297914 0.0284581 0.0273997 0.0263097 0.0210666 0.0200349 0.0188813 0.00524307 0.0174975 0.0158442 0.0124401 0.00625141 0.00618868 0.00440798 0.00311736 0.00340416 0.00408265 0.00294945 0.00216875 0.0037633 0.0020692 0.00222469
internal_count=3910 3765 3723 3616 3036 2979 2891 2497 2088 1869 394 1753 1716 1621 1077 544 327 214 95 499 391 578 225 126 77
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=16
num_cat=0
split_feature=14 52 1 3 0 157 14 15 457 0 15 47 48 13 1
split_gain=0.000117419 9.44325e-05 0.000112874 0.000158693 0.000255813 0.000153419 0.000158408 0.000237362 0.000190035 0.000126861 0.000399715 0.00027084 0.000199319 0.000112026 0.000106128
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 0.10666500000000002 -0.069794999999999982 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 -0.0034949999999999994 -0.10575999999999998 -0.095799999999999982 0.085165000000000018 0.085575000000000012 0.091035000000000019 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 -9 10 -10 14 -12 -6 -11
right_child=-2 2 5 -5 13 6 7 8 9 11 12 -13 -14 -15 -16
leaf_value=-0.0016466330326836091 -0.0021108642935614257 -0.0029652666213391145 0.002390650946214188 0.0013883645168006901 -0.0013414768852544378 -0.0017593507728535802 0.0034052615255848254 -0.0022506642781747977 -0.0011250023579184149 -0.0031307528601006362 0.0050149185664766296 0.0015117046951044605 0.001235241338784258 0.0010775933232866847 -0.0003791894058761435
leaf_weight=0.0011670284320907378 0.0010050281262423957 0.001729142144070374 0.0015128090916016754 0.0013426989057876426 0.0013068025332108619 0.0013256720844858775 0.0010151772996885309 0.0010743278563135087 0.0014617493463013886 0.0010523668713425197 0.0010759856632200941 0.0019304522296690885 0.0011053890947033684 0.0017499196393817584 0.0011425394046081505
leaf_count=389 126 1519 193 27 189 119 213 89 75 451 106 157 49 51 157
internal_value=0 7.89469e-05 0.000185922 -0.000510814 -0.00104364 0.000522235 0.000269495 0.000542328 0.000213655 0.000554454 0.00140454 -0.000196266 0.00309961 4.33982e-05 -0.00169845
internal_weight=0 0.0199921 0.018825 0.00612856 0.00478586 0.0126965 0.0111837 0.00985799 0.00884281 0.00776848 0.00364312 0.00412536 0.00218137 0.00305672 0.00219491
internal_count=3910 3784 3395 1786 1759 1609 1416 1297 1084 995 230 765 155 240 608
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=17
num_cat=0
split_feature=150 484 15 1 42 49 474 2 0 16 2 3 13 16 15 1
split_gain=9.31794e-05 0.000208227 0.000172405 0.000152205 0.000221762 0.000197299 0.000153248 0.000134066 0.000118198 0.000163382 0.000140042 0.000108249 9.09407e-05 7.90848e-05 7.47647e-05 6.94193e-05
threshold=0.077110000000000012 -0.0043499999999999988 -0.03231499999999999 0.12864500000000004 0.09901500000000002 -0.006494999999999999 0.084835000000000008 0.097940000000000013 -0.074514999999999984 -0.14879499999999998 0.10113500000000002 -0.0026499999999999996 -0.069884999999999989 -0.38486499999999996 -0.050004999999999994 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -3 8 11 9 13 12 -2 -10 -7 -5 -11
right_child=2 3 -4 14 -6 6 -8 -9 10 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.002400739748153179 0.0016701585479971092 -0.0019695354637993359 -0.0010473564251542095 0.0022179621896294219 -0.0024617932608111547 -0.00044952200043376907 0.0019740962320684394 0.0027263864639281276 0.0025031117049980197 -0.0022800652308132773 -0.00065964541978058642 -0.00036048186837822117 0.00054449530032474531 0.0014511577738231291 0.00032942648366301259 -0.00051179094740533802
leaf_weight=0.0010678144832059503 0.0012522306766264424 0.0012645893431469943 0.0012754393534471489 0.0010023680922059078 0.0011119896543120853 0.0013444267489673978 0.0011132228027525013 0.0010158553567594514 0.0010190361700637141 0.0013915313334573586 0.0014995783181458444 0.0015388271898608696 0.0016060755115204477 0.0010069538436408704 0.0012251468888879727 0.0010060107561109533
leaf_count=576 117 163 184 211 348 126 180 156 48 1110 252 66 138 79 52 104
internal_value=0 -0.000214701 0.000584469 -5.4719e-05 -0.000277044 -6.11232e-05 0.000180531 0.00113118 -4.44777e-05 -0.000596083 0.000590607 0.000550581 0.00130481 0.000364424 0.00117926 -0.0015381
internal_weight=0 0.0156587 0.00508235 0.0145909 0.0123634 0.0112514 0.00998684 0.00380691 0.00887361 0.00474892 0.00412469 0.00279106 0.00262511 0.00235138 0.00222751 0.00239754
internal_count=3910 3387 523 2811 2548 2200 2037 339 1857 1419 438 183 186 205 263 1214
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=27
num_cat=0
split_feature=1213 1456 453 1374 0 31 2 475 38 124 51 40 1 12 1 3 3 133 3 42 12 12 0 48 42 0
split_gain=0.000498954 0.00048115 0.000438549 0.000412579 0.000552535 0.000413642 0.000368953 0.00029914 0.000367129 0.000446719 0.000343892 0.000261361 0.000431148 0.000420453 0.000322954 0.000457475 0.00045513 0.000512928 0.00044439 0.00051308 0.000283313 0.000251692 0.000216373 0.000196992 0.000144599 0.00026865
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.14808000000000002 -0.084049999999999986 0.084445000000000006 -0.082254999999999981 0.13881000000000002 -0.065259999999999999 0.11235500000000002 0.10058500000000002 0.078340000000000007 -0.0038649999999999999 0.10666500000000002 0.084630000000000025 -0.115685 0.08401500000000002 0.11655500000000001 0.084695000000000006 0.12500000000000003 0.08740500000000001 -0.004089999999999999 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 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 23 -6 7 -7 9 -9 11 -11 13 14 16 21 17 18 22 -20 24 -16 -13 -5 -14 -26
right_child=1 2 -4 4 5 6 -8 8 -10 10 -12 12 20 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.0009360207375893921 -0.0008911762707761228 -0.00078101009672984576 -0.00093705361669469474 0.0014129765972182879 0.00099488262440931017 -0.00081263547793951384 0.00086925791221908176 0.0011021384169228414 -0.00085930937299417542 -0.00049571833821805461 -0.00078186306392204901 0.0013145407501115617 0.0013078795397709361 -0.00093484498437424943 0.00076925957814770604 -0.0009446773977320206 0.0012574400010560973 -0.00074082962663650552 -0.00090147365159425953 0.00060947216773501545 -9.3844211061725122e-05 -0.00024883622387851431 0.00034831552106940543 0.00048548221708017434 0.0011294748479847058 4.9437145136844344e-05
leaf_weight=0.0014621248819625251 0.0014200171341572634 0.0013078444904870415 0.0010878519259258637 0.0010248367813847593 0.0012068032119715013 0.0011561630976932987 0.0012882190335928743 0.001039569508679338 0.0011500254983320959 0.00187115387730205 0.0012923717258597192 0.0012591717571730394 0.0010095811622180539 0.0011716271303370976 0.0010127229005192362 0.001626461556026193 0.0010618456717566005 0.0013939563514648035 0.0011414099007999549 0.0011853885877923104 0.0012665518923071772 0.001655008126562052 0.0011448853377942214 0.0014044513423634442 0.0011746546812444469 0.0012094106584096117
leaf_count=592 332 68 91 52 110 240 155 103 62 109 96 39 25 253 71 92 12 423 260 116 17 371 15 30 67 109
internal_value=0 2.44939e-05 6.62468e-05 0.000102563 0.000142762 7.50072e-05 3.07977e-05 -1.45437e-05 2.61663e-05 7.34953e-05 2.12715e-05 7.53768e-05 0.000137101 -1.69534e-05 7.67179e-05 -0.000272289 0.000285257 0.000116712 0.000369389 -0.000131722 0.000555359 0.000137653 0.000854395 0.000876762 0.00079765 0.000581583
internal_weight=0 0.032562 0.031142 0.0300541 0.0287463 0.026317 0.0251102 0.023822 0.0226658 0.0215158 0.0204762 0.0191838 0.0173127 0.0126525 0.0114809 0.00429419 0.00718666 0.00612481 0.00473086 0.0023268 0.0046602 0.00266773 0.00240406 0.00242929 0.00339365 0.00238407
internal_count=3910 3318 2986 2895 2827 2745 2635 2480 2240 2178 2075 1979 1870 1652 1399 534 865 853 430 376 218 442 54 82 201 176
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=23
num_cat=0
split_feature=1213 31 1374 150 1456 15 151 133 42 376 43 0 1 16 13 47 3 0 51 151 16 12
split_gain=0.000513943 0.000429935 0.000400587 0.000397225 0.000522799 0.000402034 0.000385214 0.000341191 0.000413081 0.000436508 0.000414184 0.000374413 0.000367808 0.000358489 0.000392392 0.000554817 0.000319678 0.000316622 0.000221491 0.000211109 0.000174378 0.000161398
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -1.0000000180025095e-35 -0.03231499999999999 -0.030624999999999996 0.10681500000000001 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 -0.070894999999999986 0.10113500000000002 0.24895000000000003 -0.11267999999999999 0.084155000000000021 0.086245000000000016 -0.024394999999999997 0.0041800000000000006 -0.0068399999999999989 -0.063614999999999991 0.094045000000000004
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 19 -6 8 -8 10 11 12 -10 14 15 -12 17 -16 -18 20 -5 -13
right_child=1 2 3 5 6 -7 7 -9 9 -11 13 21 -14 -15 16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.00088159901302892554 0.00089942263809045795 -0.00077814982529136596 -0.0010597259058348334 0.0011289714707939441 -0.00065580271988613555 -0.00021713010082601391 -0.00058278506434627435 -0.00072599574729508465 -0.00052811554022434888 0.0010516299274578136 0.00093559456141655245 0.0010702044051069661 0.00058666848142773051 -0.00082657513936564659 -0.00092625703946211705 -0.00028048639951218281 0.00046871067111531822 3.2207395943969504e-05 -0.00035482896141018363 0.00015734354702016127 0.00037229540479624841 0.00038161384526641214
leaf_weight=0.0013585810019115093 0.0011720753355683169 0.0013414452681663738 0.0010413188576393331 0.0017528219582584881 0.0017608750002894571 0.0017353504123529531 0.0016992670439583335 0.0011193918337518141 0.0012806308408730427 0.0011152562929861365 0.0019418840659382536 0.0017304093168985192 0.0012330508931460288 0.0011576780310023635 0.0017440066712652988 0.0013498227570494237 0.0018034059043661177 0.0012601274116304136 0.0011259549979623085 0.00140778594526908 0.0010241328280268247 0.0012403704571202212
leaf_count=592 113 67 324 115 273 134 121 414 344 61 116 75 63 192 497 41 52 59 35 65 86 71
internal_value=0 3.38732e-05 -9.59639e-08 3.64954e-05 -5.14919e-05 0.000372439 -2.80043e-06 5.52694e-05 0.000102082 0.000170609 0.000108685 0.00043255 1.87259e-05 -6.23871e-05 3.35115e-05 0.000436919 -0.000190286 -0.000524215 0.000152168 0.000616925 0.000849912 0.000782702
internal_weight=0 0.0310371 0.029865 0.0285235 0.0226035 0.00592009 0.0215621 0.0198013 0.0186819 0.0169826 0.0158673 0.00548446 0.00251368 0.0103829 0.0092252 0.00329171 0.00593349 0.00300413 0.00292936 0.00418474 0.00277695 0.00297078
internal_count=3910 3318 3205 3138 2738 400 2414 2141 1727 1606 1545 553 407 992 800 157 643 556 87 266 201 146
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=16
num_cat=0
split_feature=52 376 52 42 51 50 47 151 151 52 13 43 16 151 1
split_gain=8.5808e-05 0.000110014 0.000141439 0.00020563 0.000267124 0.000175643 0.000159793 0.000144305 0.000201073 0.000140333 0.000171627 0.000142852 0.000145714 0.00027531 9.74141e-05
threshold=-0.40083499999999994 0.088415000000000007 -0.15154999999999999 -1.0000000180025095e-35 -0.084249999999999978 0.084340000000000012 0.08593000000000002 -0.084129999999999996 -0.024429999999999997 0.11401500000000002 -0.10241499999999999 -0.083094999999999988 -1.0000000180025095e-35 0.061545000000000009 0.10982000000000001
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 7 -6 -9 10 -10 -12 13 -13 -8
right_child=1 -3 3 4 5 -7 14 8 9 -11 11 12 -14 -15 -16
leaf_value=-0.0019055553774446881 0.0021647585642062326 0.0024073373914137042 -0.002754082639792722 -0.0031733268181470043 -0.0010082518929499535 -0.0021920506702671188 0.00010673534787920767 0.0040182623595388664 0.0033457110741397737 -0.0014488722748309502 0.0024662793304355717 -0.0032266446335297416 0.0021329577851951277 0.001402405386531928 -0.0028281641752296986
leaf_weight=0.0011799824000142253 0.0013935909874537534 0.0010010134800128674 0.0015000888814212339 0.0012389266013947539 0.0016913704504974989 0.0013259535276309515 0.0013822130310946487 0.0011974045280033789 0.0015610516583320884 0.001157868261746145 0.0015478267908884394 0.0013937947926466509 0.0010504773301691162 0.0012627125771147441 0.0010087653162749802
leaf_count=401 166 77 922 282 163 413 117 132 150 294 148 451 88 51 55
internal_value=0 8.7994e-05 -3.60808e-05 -0.000213179 2.778e-05 0.000299803 0.000549102 0.000919027 0.00127446 0.000862429 0.00125507 0.000634 -0.000131056 -0.00102633 -0.00113151
internal_weight=0 0.0197131 0.018712 0.0173185 0.0158184 0.0145794 0.0132535 0.0108625 0.00917114 0.00797373 0.00681586 0.00525481 0.00370698 0.00265651 0.00239098
internal_count=3910 3509 3432 3266 2344 2062 1649 1477 1314 1182 888 738 590 502 172
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=27
num_cat=0
split_feature=1213 52 1374 1456 52 151 49 130 11 42 376 1 150 0 49 13 12 52 0 15 3 2 160 16 151 43
split_gain=0.000664532 0.000478142 0.000474548 0.000454991 0.000503972 0.000426614 0.000411767 0.000500757 0.000539847 0.000491875 0.00035728 0.000346962 0.000322341 0.00056753 0.000290011 0.00026797 0.000360888 0.000194759 0.000345502 0.000413967 0.000537232 0.000421441 0.00033561 0.000158185 0.000154876 6.1055e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -1.0000000180025095e-35 -0.048794999999999991 0.13340000000000005 -0.006494999999999999 -1.0000000180025095e-35 0.087830000000000005 0.090325000000000003 0.084680000000000019 0.11215000000000001 0.082085000000000019 -0.076099999999999987 -0.085174999999999987 0.24813000000000004 0.095295000000000019 0.10062000000000001 0.076335000000000014 -0.015439999999999997 0.094625000000000015 0.086875000000000022 -0.11175999999999998 -0.069144999999999984 -0.024429999999999997 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 10 6 9 -8 15 24 11 12 13 -5 -14 16 17 18 19 20 23 -21 -19 -9 -6 -13
right_child=1 2 3 4 5 -7 7 8 -10 -11 -12 25 14 -15 -16 -17 -18 22 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0010615468280727864 -0.0010346367511214448 -0.00079001493809829123 -0.00079310506040374353 -0.00057764213308191274 -0.00040031516287338383 0.00099986604336224096 -0.00094745974665623467 0.00090977294525592376 -0.00095378110231945294 0.00047528482643266083 -0.00040743017889801773 0.0013474792245496876 0.00021399223857782422 0.00074865001452152375 0.0013121227305148509 0.00091635523939665809 -0.00049728810800650134 -9.0007437306505143e-05 -0.00067091141914736639 0.00010378862730666889 -0.00071673359691986325 0.0012664279608672209 0.0010142427881793699 4.4434122309161492e-05 -0.0011012406645935964 0.00083616896090722291
leaf_weight=0.0014407547142814272 0.001014894313729974 0.0015427700567975924 0.0013419562066050291 0.0017364684169947362 0.0014309393142152155 0.0010382988272858986 0.0011051403820003794 0.0010232657549684963 0.0010234340681678509 0.0010192590841061888 0.0010474946109919623 0.0011306999816379504 0.0011243891832322106 0.0014915359893556959 0.0012777333828690729 0.0012938263473313014 0.0017721957108562886 0.0010721015272782686 0.0011189114069130035 0.0015072835520729714 0.0017525028522162311 0.0015967274932869036 0.0018931041923390133 0.0010796452960326964 0.0017339320187482734 0.0011941317275336871
leaf_count=592 345 68 285 230 162 29 218 145 53 58 63 69 42 124 58 42 287 190 27 256 79 120 102 79 108 79
internal_value=0 3.16788e-05 6.41307e-05 0.000105563 0.000145151 1.37785e-05 -3.63557e-05 7.73117e-05 0.000152149 -0.000477486 0.000458324 0.000572325 0.000360691 3.51862e-05 0.000798108 0.000232368 0.000163315 0.000269324 0.000142446 0.000273214 -7.18898e-05 0.000701859 0.000614989 0.000465504 -0.00078433 0.00108485
internal_weight=0 0.0343626 0.0333477 0.031805 0.030463 0.0214606 0.0204223 0.0162381 0.015133 0.00418413 0.00900245 0.00795496 0.00563013 0.003228 0.00240212 0.0141096 0.0128157 0.0110435 0.00807834 0.00695942 0.00385541 0.00310401 0.00296521 0.00210291 0.00316487 0.00232483
internal_count=3910 3318 2973 2905 2620 1955 1926 1598 1380 328 665 602 454 354 100 1327 1285 998 706 679 303 376 292 224 270 148
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=15
num_cat=0
split_feature=14 1 12 2 12 4 157 0 49 43 52 3 1 16
split_gain=8.57458e-05 8.68085e-05 0.000140752 0.000175804 0.000148943 0.000123381 0.00020855 0.000182519 0.000166368 0.000157013 0.000220588 0.000135965 0.000189132 0.000264137
threshold=0.073890000000000011 1.0000000180025095e-35 0.098845000000000016 0.091985000000000011 0.085665000000000005 -0.23071499999999998 -0.062769999999999979 -0.017269999999999997 -0.081419999999999979 -0.082094999999999987 0.12897500000000003 -0.074234999999999982 0.11052000000000002 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7 8 -8 -10 11 -11 13 -13
right_child=-2 5 -4 4 -6 6 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.0016599187371478875 -0.0017526409786632786 -0.0016601502707127231 -0.0025470903077616626 -0.00069789744266128149 0.0019977862472392014 0.0027850286477697525 0.00175126883685742 0.002813022960597239 -0.0023560997388382614 0.001357172207818867 0.0024356359528021954 -0.0023547775729238635 -0.0027944701120912389 0.0017768116556940588
leaf_weight=0.0018656702326592901 0.0011002738693125505 0.0011174047329101109 0.0011576599971790218 0.0015195700802473899 0.0018454406271407875 0.0014946888191560434 0.0017575463240259185 0.0010175683406374288 0.0013985907885497896 0.0011733565512157575 0.0012266396188422846 0.0011119757072754755 0.0016324742511574925 0.0014489188618328434
leaf_count=1135 135 222 339 110 399 204 129 120 214 348 155 81 218 101
internal_value=0 7.62773e-05 -0.00053523 -8.99633e-05 0.000780471 0.000368263 0.00055311 0.000243275 -2.49335e-05 -0.000415546 -3.91387e-06 -0.000561507 -0.00109838 -1.71813e-05
internal_weight=0 0.0197675 0.00638834 0.00523068 0.00336501 0.0133792 0.0122618 0.0107671 0.0097495 0.00799196 0.00659336 0.00536673 0.00419337 0.00256089
internal_count=3910 3775 1983 1644 509 1792 1570 1366 1246 1117 903 748 400 182
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=16
num_cat=0
split_feature=52 52 39 131 50 47 4 16 51 1 150 15 160 13 43
split_gain=7.90104e-05 0.000140898 0.000136709 0.000228335 0.000177581 0.00016043 0.000234161 0.000175986 0.000161628 0.000135834 0.000183516 0.000191153 0.000101743 0.000169003 8.00834e-05
threshold=-0.27466499999999994 -0.15154999999999999 0.085060000000000011 0.081725000000000006 0.078570000000000015 0.09252500000000001 0.0057500000000000008 -0.0099649999999999982 0.077145000000000005 0.079355000000000023 0.11680000000000001 -0.10192499999999999 -0.081069999999999989 -0.083514999999999992 -0.057994999999999998
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 8 -3 -8 11 -11 -9 -14 -4
right_child=1 2 14 -5 -6 -7 9 12 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0013326460574298587 0.0023514510868041525 -0.002536172425893535 0.0025658284894666678 -0.0030685015733816685 -0.0024490280308138265 -0.0016256025667483426 -0.00059192124093376841 0.002267478006815561 0.0004135412791292764 0.0011034479040120523 9.1135489511000867e-05 0.0044809273846851847 0.0016198202068398785 -0.0014341073790279564 0.00014972874645207239
leaf_weight=0.0016442358696598927 0.0010238841393309375 0.0019425090149226779 0.0011549592300377776 0.0010376878342303322 0.0011020644649408296 0.0017203005940005104 0.0010158710808353677 0.0010127434853731965 0.0011591467121350174 0.0012122895861586408 0.0013462935230830197 0.001424168441795437 0.0013038305043531345 0.0015500368149855333 0.0010005903150352427
leaf_count=425 157 730 239 472 525 140 238 176 160 123 60 59 85 214 107
internal_value=0 9.57634e-05 -3.26706e-05 -0.000233826 -3.49305e-05 0.000159448 0.000416058 -0.00032458 -0.00143381 0.00144853 0.00196899 0.0029279 0.000565204 -3.88765e-05 0.00144429
internal_weight=0 0.0190064 0.0179825 0.0158269 0.0147893 0.0136872 0.0119669 0.00696827 0.00310166 0.00499862 0.00398275 0.00263646 0.00386661 0.00285387 0.00215555
internal_count=3910 3485 3328 2982 2510 1985 1845 1365 890 480 242 182 475 299 346
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=26
num_cat=0
split_feature=1213 1374 1456 480 1 43 123 15 42 1 16 16 0 0 39 133 160 13 52 1 48 43 4 16 42
split_gain=0.000438629 0.000444478 0.00035293 0.000340012 0.000381585 0.000469719 0.000516458 0.000452862 0.000310705 0.000647116 0.000430644 0.000344536 0.000318084 0.000334744 0.000414259 0.000261281 0.000447624 0.000296921 0.000309664 0.000494945 0.000228155 0.000211743 0.000236508 0.000166107 0.000129671
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.086640000000000009 0.13662500000000002 0.24789500000000006 0.088610000000000008 -0.047894999999999993 -1.0000000180025095e-35 0.081005000000000008 -0.45301499999999995 -0.54165499999999989 -0.23029999999999998 -0.15713499999999997 0.085060000000000011 -0.029614999999999995 -0.082109999999999975 0.16421000000000002 -0.092854999999999979 0.10617500000000001 0.090745000000000006 -0.074904999999999985 -1.0000000180025095e-35 -0.035699999999999989 0.081685000000000021
decision_type=2 2 2 2 2 2 2 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 -4 11 -10 -12 -14 15 -15 -17 18 19 -18 21 -20 23 -23 -13
right_child=1 2 3 -5 7 -7 -8 -9 10 -11 12 24 13 14 -16 16 17 -19 20 -21 -22 22 -24 -25 -26
leaf_value=-0.00081092032879825568 -0.00078083727431472766 -0.00067954851373731081 -0.0012782315985898983 -0.00068773620212226249 0.0014286335288994174 -0.00088885723386672704 0.0011275481305682981 0.00014606784600451392 0.00030849612032822829 0.00022608131323089835 0.00083600131465097797 -0.0009136924962016926 -0.00057691391398985339 0.0008437221850096571 0.0010154425426352825 -0.00078995469852318682 -0.00075987782902894212 -0.00049798213706706874 0.0009574490744702843 0.00053766071466869686 -0.00022270177961546556 0.00022389035511405304 -3.0243283269074397e-05 0.00093719868586125221 -0.0002631411671004757
leaf_weight=0.0013715781349211273 0.0013727216789751742 0.001289865574786774 0.0010551214437093661 0.0011217654466780585 0.0010095574399527942 0.0010228954826608854 0.0010319725888795475 0.0013873137874248478 0.0012946081962180722 0.0014289850725092146 0.0016572370714169503 0.0013957391208536596 0.0011930095380980775 0.0010611706472594693 0.0012859238480613664 0.0011153247338042968 0.0013987805787367682 0.0012301951378219664 0.0016702382562165949 0.001126499165238215 0.0010460117328652263 0.0012278306748685292 0.001983170307804402 0.0015905708053494116 0.0012177156594096461
leaf_count=592 68 332 390 228 161 189 107 46 82 158 41 39 57 107 115 257 278 21 105 81 58 180 94 53 71
internal_value=0 3.03196e-05 6.64233e-05 9.89833e-05 0.000130025 7.88103e-05 0.000118387 0.000686282 7.49549e-05 -0.000412874 0.000131334 -0.000306117 0.000228547 0.000165347 0.000225441 0.00014991 9.048e-05 0.000177586 0.000260337 -0.00018106 0.000408605 0.000510641 0.000355218 0.000626447 -0.000610574
internal_weight=0 0.0322142 0.0308415 0.0295516 0.0284299 0.026033 0.0250101 0.00239687 0.0239781 0.00248411 0.021494 0.00390806 0.017586 0.0159287 0.0147357 0.0134498 0.0123886 0.0112733 0.0100431 0.00252528 0.00751782 0.00647181 0.00480157 0.0028184 0.00261345
internal_count=3910 3318 3250 2918 2690 2483 2294 207 2187 548 1639 192 1447 1406 1349 1234 1127 870 849 359 490 432 327 233 110
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=27
num_cat=0
split_feature=1213 31 1456 453 1374 0 1 133 11 3 376 49 52 15 42 3 43 49 4 49 47 47 48 4 0 0
split_gain=0.000492004 0.000435688 0.000365364 0.000377803 0.000367413 0.00053026 0.000399007 0.000420801 0.000478001 0.000641161 0.000616733 0.000484807 0.000362995 0.000358205 0.000637093 0.000545277 0.000318504 0.000286702 0.000270291 0.000269422 0.000338629 0.00037254 0.000263891 0.000177808 0.000116172 9.65388e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11327500000000001 0.10681500000000001 0.080455000000000013 -0.115685 0.048375000000000008 -0.088329999999999978 0.10218500000000001 -1.0000000180025095e-35 0.083725000000000008 0.10666500000000002 -0.077049999999999993 -0.029304999999999998 -0.14963999999999997 0.11115500000000002 0.11170500000000001 0.13206500000000002 0.08740500000000001 0.28937500000000005 0.12500000000000003 -0.11524
decision_type=2 2 2 2 2 2 2 2 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 22 7 8 9 18 11 -11 13 14 25 16 -15 -8 24 20 23 -22 -6 -19 -7 -13
right_child=1 2 3 -5 5 6 17 -9 -10 10 -12 12 -14 15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00084009399116003944 0.00082775749113832297 -0.00073064766135591617 -0.00068764761986014834 -0.0008038033956660949 0.001290587873084708 0.0012122106347149453 0.00083431234314218657 -0.00096246029287376381 -0.0007532623444374653 -0.0010796467625636128 0.00073452233211891802 -0.00053469478915050032 -0.00088253784163327346 0.00054291077248757235 0.00035338004238006786 0.0011593528907190027 -0.0004448298824970933 -0.00081845244993245414 6.6378802188640744e-05 0.00076776901318193456 0.00097175657330199751 -0.00015262064902840514 0.00031368965051588744 -3.2613918859214879e-05 0.00056710610930125853 -0.0011492187414390116
leaf_weight=0.0013872903742016543 0.0013341963658056446 0.0013567116584150959 0.0012879943859012135 0.0010762606394079102 0.0010243533126019734 0.0010852136259842382 0.0016455521314881483 0.0010472159966521391 0.0016727296580862907 0.0012418636806639247 0.0015114317145192837 0.0010207487133513382 0.0011226063935253772 0.0011250119168619843 0.0015808430370190807 0.001070228721921751 0.0016324113517488751 0.0010282403836754375 0.0013441199361205946 0.0011966982519284568 0.0011593705613943683 0.0012486532890587654 0.0012556369181879745 0.0013701255110069935 0.0011984109396507847 0.0010663634732842753
leaf_count=592 113 332 67 89 52 26 112 395 167 109 73 61 252 58 331 35 356 50 83 69 27 19 30 184 19 209
internal_value=0 2.83645e-05 -5.63579e-06 2.71387e-05 5.80454e-05 9.27841e-05 3.34826e-05 -8.4209e-05 -2.90435e-05 5.1722e-05 -0.000115074 -0.000245307 -0.00012508 -1.16371e-05 -0.000330603 0.000294021 -4.18377e-05 0.000306132 0.000574559 0.000161349 1.03622e-05 0.000388724 0.00075259 -0.000369523 0.00087367 -0.000848672
internal_weight=0 0.032703 0.0313688 0.0300121 0.0289358 0.0276478 0.0253678 0.0177192 0.016672 0.0149993 0.0113715 0.00986008 0.00861821 0.00749561 0.00366796 0.00382765 0.00275742 0.00764864 0.00362774 0.00600309 0.00480639 0.00240802 0.00227999 0.00239837 0.00228362 0.00208711
internal_count=3910 3318 3205 2873 2784 2717 2635 2174 1779 1612 1484 1411 1302 1050 601 449 414 461 128 349 280 46 82 234 45 270
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=15
num_cat=0
split_feature=1 4 11 3 2 0 43 3 1 2 3 16 47 2
split_gain=7.86133e-05 0.000171584 0.000168898 0.000203284 0.000208177 0.000198993 0.000220942 0.000211329 0.000235377 0.000185393 0.000181763 0.000147935 0.000122246 0.000104353
threshold=0.11235500000000002 0.24280000000000004 0.080455000000000013 -0.115685 0.11339500000000001 -0.23029999999999998 -0.073139999999999983 0.10666500000000002 0.087545000000000026 0.10488500000000002 -0.078669999999999976 -0.5152199999999999 0.12339500000000002 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 9 5 -5 10 8 -8 -1 -7 -3 13 -2
right_child=1 11 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00018594955823044064 -0.0023229120672375063 0.00012110480647915891 -0.0022717917288571348 0.0014507918523966163 -0.0024832058800469685 -0.00090681922587146314 -0.0039404470829696699 0.00029353444773489731 -0.00082258428554968883 0.0030051253573345777 0.0015514925068755359 0.0026686172512955303 0.00095422535198416486 9.1859727943273913e-05
leaf_weight=0.0018596826752786946 0.0010202410577067065 0.0011772634561088551 0.0010628107022003794 0.0018216659834064969 0.0012121977892177995 0.0015064618575528644 0.0012222848456054126 0.0015104557039231636 0.0015806776806348011 0.0010328502336278689 0.0019836210570264023 0.0014459079967045867 0.001347439311057741 0.001017564224669365
leaf_count=154 118 82 185 99 248 807 1044 55 367 39 281 261 62 108
internal_value=0 0.000501039 -0.000222667 -6.40472e-05 -0.000399452 -0.000137024 -0.000507687 -0.00131525 -0.00218219 0.00119261 0.000490385 0.00152531 -0.000292651 -0.00111711
internal_weight=0 0.00600842 0.0147927 0.0137299 0.0108374 0.00962517 0.0078035 0.00431342 0.00280296 0.00289253 0.00349008 0.00262317 0.00338524 0.00203781
internal_count=3910 631 3279 3094 2901 2653 2554 1466 1411 193 1088 343 288 226
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=16
num_cat=0
split_feature=43 40 42 123 133 484 3 4 48 150 150 49 42 15 2
split_gain=7.42293e-05 0.00024483 0.000206037 0.000122256 0.000201564 0.000167802 0.00015473 0.000194456 0.000132918 0.000206687 0.000140999 0.000123822 0.000132737 0.000146797 6.86827e-05
threshold=0.18078000000000002 -0.083709999999999993 -0.10770999999999999 0.08406000000000001 0.087330000000000019 -0.0043499999999999988 -0.15464999999999998 -0.34687499999999999 0.08740500000000001 0.086765000000000023 0.086645000000000014 -0.0096099999999999988 0.084100000000000022 -0.015439999999999997 0.083385000000000015
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 -7 -8 9 11 -10 -9 13 14 -13
right_child=-2 2 3 -5 -6 6 7 8 10 -11 -12 12 -14 -15 -16
leaf_value=0.0032819880717607913 -0.0017296272013618728 -0.0029316723637743541 -0.0022861522491532784 0.0022413073444818997 -0.0029414063709573067 0.0022877329371593356 -0.0024669874577840567 0.0033378332466963024 -0.0020682868876123945 -0.0018729551190866899 0.00083489993415063635 0.0016246719745207699 -0.00063046493526718462 0.0029935092044771428 -0.00083279672302701425
leaf_weight=0.0010353811010505648 0.001096087594790132 0.0011057018875815184 0.0012112925462009492 0.0011218958894526889 0.0010460188490345459 0.0016462573100699514 0.0012358356638224573 0.0011094367318516011 0.0017805074864169221 0.0011152266649487874 0.0013443112913629207 0.001007986513112011 0.0018378799318964911 0.0017982257117749936 0.0010772936784673934
leaf_count=164 264 207 373 189 829 175 114 65 173 143 66 65 498 439 146
internal_value=0 8.0181e-05 -9.96169e-05 8.10534e-05 -6.84555e-05 0.000129719 0.000339446 7.88259e-05 0.000363014 0.000827973 -0.000819323 0.00126894 0.000867756 0.00157679 0.000355099
internal_weight=0 0.0194733 0.0184379 0.0173322 0.0162103 0.0151643 0.013953 0.0123067 0.0110709 0.00794605 0.00312482 0.00683082 0.00572139 0.00388351 0.00208528
internal_count=3910 3646 3482 3275 3086 2257 1884 1709 1595 1356 239 1213 1148 650 211
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=24
num_cat=0
split_feature=1213 1374 1456 133 2 44 51 13 51 151 4 47 39 47 15 4 16 12 15 16 4 1 2
split_gain=0.000413841 0.000407609 0.00037532 0.000320296 0.00024221 0.000300885 0.000350281 0.000314985 0.000287426 0.000352635 0.00028444 0.000316878 0.000402119 0.00030197 0.000254352 0.000246889 0.000374586 0.000337058 0.000249868 0.000298118 0.00040396 0.000169823 0.000134624
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.14808000000000002 0.081835000000000019 0.12900500000000004 -0.45122499999999993 0.013805000000000001 -0.084764999999999993 -0.49837999999999999 0.13206500000000002 0.005105000000000001 0.11291500000000002 -0.094924999999999995 0.27020000000000005 0.011450000000000002 0.092365000000000017 0.083935000000000023 -0.057604999999999996 0.0021050000000000005 0.11198000000000001 0.092340000000000019
decision_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 -4 9 22 -11 12 13 15 -10 16 18 -18 19 -12 -21 -17 -9
right_child=1 2 3 -5 -6 -7 -8 8 14 10 11 -13 -14 -15 -16 21 17 -19 -20 20 -22 -23 -24
leaf_value=-0.00083233269865008372 -0.00080749942947798328 -0.00074084879136814116 0.00085381018949427919 -0.00067361153936801082 0.00084283669878305021 -0.00068909736469505395 -0.00071818247497495752 -0.00078720556782370778 0.0010244935741136273 -0.00056314341767720608 -0.00089445251515505632 -0.00048447649577487207 0.0010412972201706591 0.00093275989067287542 0.00018623449186837439 8.2027679319065727e-05 0.00099988736296769375 -0.00010866578273850742 0.00026091131711321222 -0.00060050696966528155 0.00063162499474427112 0.00080092633222834204 -9.9872063511470546e-05
leaf_weight=0.0013121060577509077 0.0012586623436137137 0.001247335521527961 0.001392446474469059 0.0011544256189581483 0.0010015836294690874 0.0010295493121557078 0.0010273056649995052 0.0013342756845022971 0.0013511426013931849 0.0011956773857852892 0.0017467650190367114 0.0013937513969821671 0.0013125291044063592 0.0010620958299085723 0.0019572775695514679 0.0013305635908515976 0.0012476998643893289 0.0011770930267137603 0.0016217183229428889 0.0014151189698126112 0.0010048272831266747 0.0015960499309221055 0.001190964070438838
leaf_count=592 68 332 56 435 143 44 101 191 52 111 217 24 207 44 184 68 108 163 363 184 44 78 101
internal_value=0 2.02579e-05 5.64462e-05 9.25533e-05 0.000126071 9.77926e-05 0.000131053 0.000168448 0.000124946 5.32642e-05 0.000134226 0.000190157 0.000259732 0.000175661 0.000528575 0.000103478 -2.85806e-05 0.000461751 -0.000233982 -0.000426599 -8.88924e-05 0.000474084 -0.000463042
internal_weight=0 0.0300489 0.0287902 0.0275429 0.0263884 0.0253869 0.0243573 0.02333 0.0219375 0.0186291 0.0161039 0.0149082 0.0135145 0.0122019 0.00330842 0.0111398 0.00821322 0.00242479 0.00578843 0.00416671 0.00241995 0.00292661 0.00252524
internal_count=3910 3318 3250 2918 2483 2340 2296 2195 2139 1903 1611 1500 1476 1269 236 1225 1079 271 808 445 228 146 292
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=29
num_cat=0
split_feature=1213 160 51 1 47 14 3 133 2 48 13 4 0 52 48 48 133 160 4 52 13 133 16 13 16 49 0 47
split_gain=0.000510338 0.000411542 0.000399115 0.000798273 0.000427651 0.000454983 0.000381184 0.000380585 0.00039932 0.000599618 0.000480491 0.000439853 0.000532275 0.000526931 0.000405461 0.000400732 0.000345869 0.000424895 0.000388324 0.000509193 0.000287692 0.000278601 0.000258281 0.00039191 0.000238624 0.000226866 0.000141315 0.00010988
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.40274499999999996 0.13662500000000002 0.11896000000000002 0.073890000000000011 0.11265500000000002 0.10681500000000001 0.097940000000000013 0.12675000000000003 0.076210000000000014 -0.34687499999999999 -0.06402999999999999 -0.092854999999999979 0.091875000000000012 0.093225000000000016 0.092550000000000007 -0.06234 0.26450500000000005 0.10062000000000001 0.16421000000000002 0.08321000000000002 -0.114825 -1.0000000180025095e-35 -0.053084999999999993 -0.052649999999999995 -0.11287999999999999 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 10 15 11 -4 13 -13 21 16 17 -10 19 24 -12 22 -15 -24 -19 -25 -27 -17
right_child=1 2 3 6 -6 -7 -8 -9 9 -11 20 12 -14 14 -16 27 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29
leaf_value=-0.0008709153471793727 -0.00086509961306450197 -0.00075886190743277844 -0.0010377398521364356 0.0013912804186425396 -0.00089551385995837222 -0.00089779515335427584 0.00025871898866462587 -0.00075234354106912293 0.0007587067470995986 -0.00070455960319202216 0.0010091557576881929 -0.00111509261216019 0.00073958171210435964 0.00048598651019750408 -0.00086777592062288987 0.0013563019777280275 0.00099350753530041904 -0.00025674993526750306 0.00060494810607032517 0.00041931890388936419 4.405375160689431e-05 0.00077445899708333159 -0.0010163224479863393 -0.00053442808751433929 -0.0012112018877265148 0.0006909884768440867 -7.6546281153569944e-05 0.00068744069837034961
leaf_weight=0.0013835853880251317 0.0010504207058129591 0.0012107412424636746 0.0010973615871532278 0.0013855008773595396 0.0010352557770847417 0.0010166213575947816 0.0011579131868097725 0.0010774356633668622 0.0018581099778519922 0.0010591391113621293 0.001322492342768212 0.0011673387929377619 0.0014845767538874755 0.0014004467871837588 0.0011353203024496716 0.0010259513128144668 0.0012785422295711335 0.0011047035030034586 0.0013427178336180567 0.0012694512228446087 0.0013000815022594647 0.0010212182615338891 0.0010299898210346685 0.0010313256508425184 0.0011193196841585672 0.0010103959204688095 0.0010263267778533279 0.0010598625279429896
leaf_count=592 273 131 81 92 88 88 117 389 119 25 60 215 90 87 93 64 34 58 110 40 54 248 407 26 186 25 88 30
internal_value=0 3.22165e-05 6.16456e-05 9.38814e-05 2.35547e-05 5.84855e-05 0.000875671 9.55602e-05 0.000131892 0.000338115 -3.15609e-05 -0.000160867 -6.75079e-05 -0.00020332 -6.42812e-05 0.000447905 0.000299169 0.000166557 -6.09519e-05 -0.000316891 0.000530728 7.56368e-05 -5.41536e-05 -0.000238739 -0.000737112 2.23077e-05 0.000304219 0.00101643
internal_weight=0 0.0330786 0.0320281 0.0308174 0.028274 0.0272387 0.00254341 0.0262221 0.0251447 0.0111178 0.0140269 0.0114043 0.0103069 0.00882236 0.00765502 0.0100587 0.00797284 0.0066943 0.00483619 0.00349347 0.00262257 0.0065197 0.00549848 0.00409804 0.00222402 0.00306805 0.00203672 0.00208581
internal_count=3910 3318 3045 2914 2705 2617 209 2529 2140 666 1474 1360 1279 1189 974 641 547 513 394 284 114 881 633 546 244 139 113 94
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=17
num_cat=0
split_feature=14 1 48 12 4 4 2 157 2 4 133 15 15 43 3 0
split_gain=9.42715e-05 8.57538e-05 0.000163365 0.000212888 0.000152472 0.000148527 0.000226777 0.000171209 0.000168539 0.000132176 0.00010312 0.000120021 9.48663e-05 9.12411e-05 8.00555e-05 5.4561e-05
threshold=0.077685000000000018 0.11235500000000002 -0.064549999999999982 0.098355000000000012 0.24280000000000004 -0.0010999999999999996 0.086915000000000006 -1.0000000180025095e-35 0.11230000000000001 0.022820000000000003 0.085265000000000021 -0.010069999999999997 -0.017214999999999998 -0.083899999999999988 0.10666500000000002 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 7 -7 -4 9 -8 11 -9 14 -13 -3 -6
right_child=-2 4 3 -5 15 6 8 10 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0017788545301721328 -0.0016075860405898622 0.00027935867182349745 -0.0013838496496961557 -0.0022272755522775253 0.00091849114934510487 -0.00245654838989715 -0.00059216293436113688 0.0024250316315404022 -0.0016146264063835202 0.0019685117011443575 -0.00059388869676481424 0.001856669057555573 0.0011188196204967164 -0.00014255864351979473 -0.0018318404016831895 0.0026620317047014691
leaf_weight=0.0011564650176697508 0.001003190269728337 0.0010307581170743429 0.0011898645204920857 0.0014691661571128558 0.0010201922148308507 0.0015561389018769051 0.0010328486637654066 0.0015282946921975332 0.0012257125107715261 0.0012912479995133147 0.0011217652027239039 0.0010096550719987931 0.0012059755425029009 0.0018235764464891889 0.0010145978319098248 0.0010235598954240442
leaf_count=147 126 122 414 449 88 183 125 198 99 211 460 112 85 765 76 250
internal_value=0 6.9127e-05 -0.000144302 -0.000312178 0.00064974 -7.33147e-05 -0.000758248 0.00045076 -1.37601e-05 0.000830526 0.000848868 0.00121994 -6.80832e-05 0.000569889 -0.000767901 0.0017917
internal_weight=0 0.0196998 0.0144047 0.0132483 0.00529508 0.0117791 0.00510595 0.00667316 0.00354981 0.0023241 0.00548329 0.00436153 0.00325133 0.00283323 0.00204536 0.00204375
internal_count=3910 3784 3163 3016 621 2567 618 1949 435 336 1535 1075 283 877 198 338
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=27
num_cat=0
split_feature=1213 1374 51 1 14 3 47 133 2 48 52 13 14 52 42 13 15 52 13 48 52 52 1 52 1 2
split_gain=0.000546024 0.000460433 0.000482307 0.000654782 0.000537646 0.000522553 0.000446996 0.00046789 0.000431485 0.000595698 0.00052511 0.00047269 0.000576633 0.000461681 0.000417915 0.00031524 0.000308858 0.000437565 0.000390769 0.000300449 0.000267029 0.000226741 0.000415598 0.000209101 9.26017e-05 0.000288405
threshold=-1.0000000180025095e-35 0.090240000000000015 -0.40274499999999996 0.13662500000000002 0.073890000000000011 0.11265500000000002 0.11896000000000002 0.10681500000000001 0.099015000000000006 0.12675000000000003 0.11588000000000002 0.10153000000000002 -0.13131999999999996 -0.092854999999999979 -1.0000000180025095e-35 -0.071149999999999977 -0.095799999999999982 0.098910000000000012 0.076210000000000014 0.085575000000000012 -0.076599999999999988 0.071660000000000015 0.090540000000000023 -0.11271999999999999 0.10617500000000001 0.10705000000000002
decision_type=2 2 2 2 2 2 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 13 10 11 12 -10 15 -15 -4 19 18 20 -16 -18 22 -22 -14 25 -25
right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 -13 23 14 16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27
leaf_value=-0.0008405819896324776 -0.00076247146671331895 -0.00089894870008596511 -0.0011514742464203698 0.0013388824506691611 -0.00092087568619824366 0.00010124746184359286 -0.00083420980230617802 -0.00074161656207490762 -0.00011965329489647662 -0.00064364143017894208 -0.00018881125451281067 -7.6530357596081775e-05 0.00042876975991183101 -0.00053678474475847592 0.00015931293007770544 -6.9505480398024088e-05 0.00076653965906053455 -0.00042618895105910515 0.0012356084836952969 -0.00076228514786137519 -0.00067786180656218302 0.0006040544775118916 0.00040273718978329966 0.0013193021041586061 0.0013815209728454919 0.00039564634297586021
leaf_weight=0.001454143089536771 0.0013327353922799037 0.0010045325295979781 0.0010633532178853655 0.0014280214200766686 0.0011057862580986502 0.0012585064417478253 0.0010240214938894701 0.001215038067554782 0.0011527059738735976 0.0010592080049036676 0.0019706928664887111 0.0015610096723860378 0.0011126250181048309 0.0017910725639758785 0.0017736523923408644 0.0010488996326265239 0.0018479899449562751 0.0012759908342541149 0.0010906199016362805 0.0011391652453337509 0.0013033480902219308 0.0013226922091473803 0.0015024026792498368 0.0016836071066474974 0.0015654728308537869 0.0010933731852125206
leaf_count=592 132 77 169 90 105 114 85 410 53 23 115 71 150 380 100 159 81 209 21 103 290 60 74 78 115 54
internal_value=0 3.52819e-05 6.31114e-05 9.7082e-05 3.72034e-05 0.000759111 7.42503e-05 0.000107989 0.000147154 0.000355608 0.000459993 0.000616514 0.000780238 -6.83851e-06 9.14898e-05 -0.000614192 0.000191463 0.000328523 0.00046479 -0.000201112 0.000324126 0.000126092 -9.92306e-05 0.000970393 0.00110917 0.000955634
internal_weight=0 0.0347265 0.033722 0.0323893 0.0297027 0.00268653 0.0285969 0.0275729 0.0263579 0.0111987 0.0101395 0.00816879 0.00660778 0.0151592 0.0130469 0.00211225 0.0112559 0.00834304 0.00706705 0.00291282 0.00597643 0.00412844 0.00280575 0.00545508 0.00434245 0.00277698
internal_count=3910 3318 3241 3109 2905 204 2800 2715 2305 659 636 521 450 1646 1318 328 938 735 526 203 505 424 364 397 247 132
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=16
num_cat=0
split_feature=2 50 158 130 48 4 15 12 52 12 1 42 43 0 2
split_gain=8.80665e-05 0.000129321 0.000158447 0.000157607 0.000175988 0.0001583 0.000176967 0.000178492 0.000223284 0.000201028 0.00017544 0.000147985 0.000180233 9.15329e-05 0.000116617
threshold=0.14073000000000005 0.086465000000000014 0.084965000000000027 -0.0015749999999999998 0.11930500000000001 0.24280000000000004 -0.095799999999999982 0.098845000000000016 -0.27466499999999994 0.092150000000000024 0.11235500000000002 0.084100000000000022 0.0047600000000000012 -0.082604999999999998 0.087995000000000004
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 -8 11 -7 12 13 14 -10
right_child=-2 -3 -4 4 -6 10 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0021729700966306217 0.0015698268893849406 -0.0020199588277649842 -0.0022458619393404952 -0.0016933547794862943 -0.0021245873103830468 0.00036922485907842301 -0.0017394722422938321 -0.0015553860985754655 -0.00017582844267351991 0.0033316162129380543 0.0031353879875864236 -0.0009319677797920222 0.003394039259927924 -0.00091180299006120465 0.0026194236935322525
leaf_weight=0.0010213348081020519 0.0012420309501604545 0.0012505274839608475 0.0010922230045819553 0.0016982806259711854 0.0010432730477674115 0.0018957478275832282 0.0011379500361609601 0.0014290504326228285 0.0010928589358818446 0.0013326617827904702 0.0015782350939067408 0.0015482237217063488 0.0011204912581276247 0.0010824378861314723 0.0011511500085776838
leaf_count=295 228 668 366 262 81 131 253 245 164 221 145 461 68 221 101
internal_value=0 -0.000113391 1.7438e-05 0.000161734 0.000309745 0.000478302 0.000134415 0.000448121 0.00078632 0.00117855 0.0016259 0.000699951 0.00126811 0.000552008 0.0012581
internal_weight=0 0.0194744 0.0182239 0.0171317 0.0161104 0.0150671 0.0115931 0.00989482 0.00846577 0.00732782 0.00347398 0.00599516 0.00444694 0.00332645 0.00224401
internal_count=3910 3682 3014 2648 2353 2272 1996 1734 1489 1236 276 1015 554 486 265
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=17
num_cat=0
split_feature=14 11 3 2 39 3 3 48 51 0 13 47 1 4 4 52
split_gain=9.42035e-05 8.41767e-05 0.000115795 0.000272727 0.000125391 0.000233793 0.000175214 0.000130757 0.000182333 0.000180363 0.000157389 0.000259981 0.000151001 0.000249152 0.000135339 5.37102e-05
threshold=0.077685000000000018 0.088315000000000018 -0.13927999999999999 0.106035 0.005105000000000001 0.16699000000000003 -0.010319999999999998 0.091875000000000012 0.091630000000000003 -0.10575999999999998 -0.083514999999999992 0.092255000000000018 0.11198000000000001 0.097045000000000006 -0.10018999999999999 -0.082174999999999984
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 7 -6 9 -9 12 -11 14 13 -4 -12 -8
right_child=-2 -3 4 -5 6 -7 15 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00040417934470525485 -0.0019968452044262985 -0.0017771973000875775 0.0013724068699179524 0.0041052943208421313 0.0033766742457258356 0.0023693467601329978 -0.0010220652984172592 -0.0036548337635767215 0.00011406800641934046 0.00058300721410846368 -0.0013453912877665814 0.00088281277858107089 0.0026847845504498484 -0.0026481452982362289 -0.0045026195924256105 0.0011197823331668643
leaf_weight=0.0013618898102816237 0.0010005685996088689 0.0010073280344933258 0.001913952231575004 0.0010417215062190621 0.0010587278587048943 0.0013007390018577184 0.0010233850930680966 0.0012974952734730117 0.0010005639231919772 0.001677917178298979 0.0010833921326275347 0.0010381709419829167 0.0012654899699855449 0.0010507383128751657 0.0013324215524927688 0.0010377843757964347
leaf_count=112 126 125 114 74 194 156 63 196 74 672 119 147 38 129 1400 171
internal_value=0 9.03189e-05 0.000192091 0.00155022 -1.09096e-05 -0.000298324 0.00118309 -0.000595914 -0.00201387 -0.000247856 -0.00108385 -0.0018936 0.000766346 -5.25473e-05 -0.00308673 5.634e-05
internal_weight=0 0.0194917 0.0184844 0.00240361 0.0160808 0.0129609 0.0031199 0.0116601 0.00229806 0.00936208 0.0051319 0.00345398 0.00423018 0.00296469 0.00241581 0.00206117
internal_count=3910 3784 3659 186 3473 3045 428 2889 270 2619 2338 1666 281 243 1519 234
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=15
num_cat=0
split_feature=1 42 4 3 47 52 2 15 160 4 16 0 43 15
split_gain=8.27981e-05 0.000123947 0.000185976 0.000112865 0.00023943 0.000285643 0.000196704 0.000157488 0.000147758 9.34074e-05 0.00019867 9.28104e-05 8.6541e-05 6.2315e-05
threshold=0.12730000000000002 0.092635000000000009 0.063160000000000008 -0.100615 0.09252500000000001 -0.092854999999999979 0.084065000000000015 -0.03231499999999999 -1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 -0.053834999999999994 0.083940000000000015 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 -1 -8 10 -10 -2 -9 -11
right_child=11 2 -4 4 -6 6 8 12 9 13 -12 -13 -14 -15
leaf_value=0.0026329339739331451 0.0020463445933546908 -0.0030304013661473241 0.00045986386473986421 -0.0025810898501705745 -0.0029338576596231749 0.0022642785865758424 -0.0017002307184843194 0.00088593664218309092 -0.001811991528326153 0.0024094397832218257 0.0016506796315708826 -2.6438175111756408e-05 -0.0013574999627903831 0.00032413760986721961
leaf_weight=0.0013190835102332987 0.0014398886775291008 0.0013048035289071119 0.0010230736325183565 0.0013597533845038931 0.0011619518614237713 0.001763930471716307 0.0015414054823327684 0.0017568447566968489 0.0014360314280301599 0.0011383928458664205 0.0010984778104194378 0.0018589999475414004 0.0010213514136863111 0.0010210904275677612
leaf_count=141 193 562 139 385 218 483 492 280 592 125 42 152 30 76
internal_value=0 -0.000182986 -0.00149647 2.61786e-05 -0.000309888 1.58841e-05 0.000457327 0.000889133 -5.38416e-05 0.000486797 -0.00031124 0.000878284 6.11795e-05 0.00142343
internal_weight=0 0.0169462 0.00232788 0.0146183 0.010521 0.00935908 0.00799933 0.00409728 0.0062354 0.00469399 0.00253451 0.00329889 0.0027782 0.00215948
internal_count=3910 3565 701 2864 2413 2195 1810 451 1327 835 634 345 310 201
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 453 0 31 1 11 43 4 16 49 16 13 3 15 3 12 0 4 3 48
split_gain=0.000513402 0.000402053 0.000432625 0.000402594 0.000512196 0.000362286 0.00038177 0.000425689 0.000476621 0.000555554 0.000377558 0.000318386 0.000307195 0.000291199 0.000326167 0.000294557 0.000280365 0.000280256 0.0004285 0.000262135 0.000245098 5.67727e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.11327500000000001 0.080455000000000013 -0.07526999999999999 -0.0025899999999999994 0.22945500000000005 -0.029304999999999998 -0.008069999999999999 0.17936000000000002 -0.100615 -0.063364999999999991 -0.11171999999999999 0.051320000000000005 -0.053834999999999994 0.17888000000000001 0.13772500000000001 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 21 -6 7 8 13 10 12 -8 16 14 -7 -16 -10 20 -19 -11 -13 -4
right_child=1 2 3 -5 5 6 11 -9 9 19 -12 17 -14 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00087300856464543565 -0.00074977337625193523 -0.00075359881144376024 0.00097214958565588518 -0.00076549643469066438 0.00082608344452897507 0.0010359855505700304 0.00081856764100435981 -0.00078224074879064604 0.00044204655583175028 -0.0012173569726864975 -0.00063226314371993579 0.00071685774856521177 0.00068332681708350833 -0.00032951576146480913 0.00059467138034715217 -0.00017818506109740839 -0.00045324624914649242 0.00024650909736884043 -0.00093149215054549276 -0.00037407442522877814 -4.9710194076617478e-05 0.00052181523900160889
leaf_weight=0.0013179465102348053 0.0012791025842542316 0.0012533105888192916 0.0011966602084529888 0.0010473145693106192 0.0011646302918206777 0.0012685218711521173 0.0017119011083516211 0.0015829461281170456 0.0011979727418776004 0.001230774623347689 0.0013390540946695006 0.0019628191623455157 0.0017046761234998514 0.0012680652078771448 0.001982990920597387 0.0018873601892179766 0.0016045129080674847 0.001531495186430476 0.0010014260246355988 0.0017514160483700358 0.0014021381731690596 0.0010141554727525204
leaf_count=592 68 332 58 91 110 60 112 172 22 258 103 130 151 109 317 383 529 67 46 70 106 24
internal_value=0 1.91451e-05 5.18159e-05 8.6804e-05 0.000118909 6.30472e-05 2.66688e-05 -9.10859e-05 -1.92752e-05 -0.00023027 2.06179e-05 0.000286917 0.000214585 0.000271464 0.000419761 0.000217791 -7.05373e-05 0.000132602 -0.00021923 -0.000722104 0.000397438 0.00076557
internal_weight=0 0.0313832 0.0301041 0.0288508 0.0278035 0.0255927 0.0244281 0.0168183 0.0152353 0.00882841 0.00584622 0.00760978 0.00450716 0.00640694 0.00513887 0.00387035 0.00280249 0.00589788 0.00253292 0.00298219 0.00336496 0.00221082
internal_count=3910 3318 3250 2918 2827 2745 2635 2174 2002 1133 805 461 702 869 760 700 551 349 113 328 236 82
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=15
num_cat=0
split_feature=124 4 15 0 133 42 0 0 2 49 43 16 15 16
split_gain=7.88197e-05 0.000134273 0.000130519 0.000119829 0.000188754 0.000145042 0.000189391 0.000346212 0.000143989 0.000174204 0.000132999 0.000237865 0.000155354 0.000121043
threshold=0.10385500000000002 -0.49837999999999999 0.10363000000000001 -0.074249999999999997 -0.0056849999999999991 0.085775000000000004 -0.14070999999999997 -0.099024999999999988 0.11230000000000001 -0.065249999999999989 0.083940000000000015 -0.021269999999999997 -0.064869999999999983 0.27091500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 9 -6 11 -5 -13 -14
right_child=-2 2 -4 10 5 -7 7 -9 -10 -11 -12 12 13 -15
leaf_value=-0.0020588421168495712 0.0016662966415709065 -0.0026226607220236789 -0.0018789390380718782 0.0032101885101519572 -0.0014609863469200357 -0.0017301981136487157 0.0035427965440856376 -0.00079579864110756223 -0.0018100939065381308 0.0016281731481811034 -0.00086568819370999985 -0.0015499702266340042 0.0027400755078038391 -0.00024257419980763974
leaf_weight=0.0012782150979459518 0.0010392049661421118 0.0011450242956316256 0.0012878132261861788 0.0017286230888484584 0.0011474188131176954 0.0014682358707677218 0.0016603560043815776 0.0012674778684781274 0.0017068379057135 0.0018859879910287343 0.0013655399400034629 0.001115988949990987 0.00112365416321348 0.0010093666935633017
leaf_count=174 49 842 350 294 59 594 128 640 110 159 92 219 81 119
internal_value=0 -0.000101346 3.83404e-05 0.000186862 -0.000230018 6.98446e-05 0.000414506 0.00166459 -0.000357616 0.000459665 0.000862561 0.00133668 0.000339889 0.00132866
internal_weight=0 0.0191905 0.0179123 0.0166245 0.0102813 0.00913631 0.00766808 0.00292783 0.00474024 0.00303341 0.00634317 0.00497763 0.00324901 0.00213302
internal_count=3910 3861 3687 3337 2532 1690 1096 768 328 218 805 713 419 200
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 480 1 14 133 11 15 132 42 448 159 52 52 1 52 49 47 52 2 15 0 3
split_gain=0.000488781 0.000409983 0.0004121 0.000350657 0.000327588 0.000379151 0.000334768 0.000372185 0.000291132 0.000261591 0.00033661 0.000300345 0.00032357 0.000324205 0.000372319 0.000216706 0.000442204 0.000410234 0.000390368 0.000334265 0.000310018 0.000259131 0.000127338 0.00011604
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.13662500000000002 0.064610000000000015 0.10681500000000001 0.088315000000000018 -0.029114999999999999 0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10443500000000001 0.11588000000000002 0.10062000000000001 0.10386500000000001 -0.092854999999999979 -0.085974999999999982 0.08593000000000002 -0.081429999999999989 0.083585000000000007 0.05377500000000001 -0.087899999999999992 -0.071964999999999987
decision_type=2 2 2 2 2 2 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 -6 10 -4 -12 13 14 15 16 -13 -18 -17 -19 -21 22 -22 -20
right_child=1 2 3 -5 8 -7 -8 -9 -10 -11 11 12 -14 -15 -16 18 17 19 23 20 21 -23 -24 -25
leaf_value=-0.00099380179378695164 -0.00086602462241776573 -0.00084295359770398821 -0.0004958921988892337 -0.00079244759815489058 0.001228875321324035 -0.00084600411803936802 -0.00074064748176895273 -0.00062984772322030016 0.00010691698794304227 0.00083121157151202617 -0.00046654428833933429 -0.0007287884855351652 -0.00055010337454652176 -0.00025180683995196425 0.0013283878220573396 0.0012746665254733181 -0.00055047332727778365 0.0012303985897786922 0.00063807864756215639 -0.00034609178723115535 0.00061852816170033847 0.0011694144287991237 -0.00016113230756622794 -6.2836637910427084e-05
leaf_weight=0.0012106501352365647 0.0012223275385082324 0.0011873362396306311 0.0017110815477808369 0.0010392953027785782 0.0012396813492514154 0.0010366521279195342 0.001050657435039625 0.0013555629425745499 0.0010729897633364729 0.0016213925467400961 0.0013863735123198486 0.0010662809930219973 0.0010432483448379317 0.001889164129378452 0.0010925895753182155 0.0015817260598909319 0.0010375833006236474 0.0013004861959887391 0.001095777920056662 0.001246534229621293 0.0010859847020587348 0.0011787810208421234 0.0010012798512032484 0.0012661033611411909
leaf_count=592 332 68 474 228 170 88 360 110 37 140 98 191 119 186 17 179 52 67 31 115 104 51 58 43
internal_value=0 2.83618e-05 6.66047e-05 0.00010602 0.000141444 8.69256e-05 0.000128955 0.000170561 0.00070833 0.000223219 0.000171289 0.000237385 0.000298819 0.000358488 0.000447498 0.00036635 0.000215905 0.000362943 0.000668375 0.00052598 0.000322973 0.000578332 0.000244518 0.000262348
internal_weight=0 0.0298089 0.0285866 0.0273992 0.0263599 0.0240473 0.0230106 0.02196 0.00231267 0.0206044 0.018983 0.0172719 0.0158855 0.0148423 0.0129531 0.0118605 0.00791693 0.00685065 0.00394361 0.00581307 0.00451258 0.00326605 0.00208726 0.00236188
internal_count=3910 3318 2986 2918 2690 2483 2395 2035 207 1925 1785 1311 1213 1094 908 891 638 447 253 395 328 213 162 74
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=16
num_cat=0
split_feature=14 38 124 484 160 42 160 52 43 13 2 43 42 3 3
split_gain=9.573e-05 8.12296e-05 0.000190224 0.000139852 0.000118241 0.000135093 0.000164696 0.000154716 0.000265026 0.000216116 0.000250169 0.000305582 0.000168988 0.000113884 8.70214e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.090735000000000024 0.10701500000000001 0.10440000000000002 -0.083514999999999992 0.094010000000000024 -0.075819999999999985 0.084100000000000022 -0.01223 0.082730000000000012
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 9 12 11 -11 -7 -13 -12
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 14 13 -14 -15 -16
leaf_value=0.0018770628496174487 -0.0015845187624999035 -0.0013661575646705195 -0.0017501482462210494 -0.0013939456496699656 -0.001175351742184375 0.0033392504254949646 -0.0012116618192056922 0.0024365090334178274 -0.0019240564381684461 -0.0013392582725150594 4.4836171010187316e-05 0.0033787358085921163 0.00058976370664148327 0.0011749270923507302 -0.001930954772589651
leaf_weight=0.0016001433255922242 0.0010016085043521852 0.0010144453921901433 0.0011761392779175974 0.0012908294462608801 0.0015912217922049001 0.0013236532325038861 0.0014545271016165326 0.0011970988977630945 0.0011422247563253616 0.00103239805166411 0.0010956182062344076 0.0010256513782825891 0.0011370804797310868 0.0017134585743774347 0.001375974166266225
leaf_count=269 126 91 568 454 801 163 146 101 96 156 236 219 297 75 112
internal_value=0 7.43359e-05 0.000154822 -1.16347e-05 0.000121315 0.000260144 0.000442913 0.000660842 0.000444954 0.000755844 0.000238363 0.00108602 0.00206874 0.00200014 -0.00105512
internal_weight=0 0.0191705 0.018156 0.0165559 0.0153797 0.0140889 0.0124977 0.0110432 0.00984606 0.00870383 0.0062431 0.00377151 0.00246073 0.00273911 0.00247159
internal_count=3910 3784 3693 3424 2856 2402 1601 1455 1354 1258 798 450 460 294 348
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=16
num_cat=0
split_feature=1 12 12 15 159 3 12 1 12 2 3 0 15 3 0
split_gain=9.41829e-05 0.000141885 0.000154957 0.000136732 0.000135211 0.000133815 0.000145351 0.000168844 0.00019498 0.000297475 0.000124398 0.000206055 0.000133461 8.12112e-05 6.94542e-05
threshold=0.10444500000000001 0.099370000000000014 0.093125000000000013 0.079360000000000014 0.073745000000000019 -0.13309499999999996 0.10333000000000002 0.11215000000000001 -1.0000000180025095e-35 0.12401500000000001 -0.10628499999999998 -0.087899999999999992 -0.095799999999999982 0.086245000000000016 0.12402500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -2 7 -7 -9 -10 14 12 -12 -14 -1
right_child=4 -3 -4 -5 -6 6 -8 8 9 -11 11 -13 13 -15 -16
leaf_value=0.0022772084352813706 -0.0016515338560091251 -0.0024278691803369329 0.0019194368325764269 -0.0026847446066489613 0.0027461071999468662 0.0019371056370444616 0.0027011556743011316 0.0013027772201333768 -0.0044247403840182156 0.0005431582202282656 -0.0012298821939089437 -0.0025439228389576049 -0.00013599922813942154 0.0022864922984128402 -5.5576302251725036e-05
leaf_weight=0.0011421194724377552 0.0013338338502473235 0.0012816025486071672 0.001351770484592966 0.0010198298862409876 0.0010134411861014714 0.001505791698327541 0.0011532214539597962 0.0012781493079882279 0.0010182399213789495 0.0010212344866931122 0.0017267494275605361 0.0017150727090740042 0.0011014436503181315 0.001249422816520962 0.0010238778692510664
leaf_count=97 116 407 424 938 231 126 75 175 85 65 288 517 272 59 35
internal_value=0 -0.000386731 -0.000133502 -0.000442585 0.000519761 0.000211125 0.000626824 0.000130875 -0.00068893 -0.00193714 -0.000155273 -0.000652497 0.00014305 0.00115149 0.00117449
internal_weight=0 0.0116119 0.0103303 0.00897852 0.00832391 0.00731047 0.00597664 0.00482342 0.00331762 0.00203947 0.00795869 0.00579269 0.00407762 0.00235087 0.002166
internal_count=3910 3037 2630 2206 873 642 526 451 325 150 1268 1136 619 331 132
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 151 14 457 150 151 11 49 16 13 42 159 123 1 4 13 12 42 16 15
split_gain=0.000437101 0.000304911 0.000307056 0.000297931 0.000372003 0.000268233 0.000394093 0.000322399 0.000265789 0.000225164 0.000245542 0.000317305 0.000264765 0.00020975 0.000212295 0.000285974 0.000314723 0.000290461 0.000131454 0.000110221 9.37685e-05 8.3437e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.13340000000000005 0.064610000000000015 -0.0034949999999999994 0.08486500000000001 -0.084764999999999993 0.08776500000000001 -0.084934999999999997 -0.50585499999999983 -0.48634999999999995 0.10138000000000001 0.10276500000000001 0.08363000000000001 0.10786000000000001 -0.0017649999999999999 0.098990000000000009 0.084100000000000022 -0.013514999999999998 -0.062279999999999995 -0.092669999999999988
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 8 -8 9 -7 -11 -12 13 14 15 16 17 18 -13 -17 -21 -18
right_child=1 2 3 -5 -6 6 7 -9 -10 10 11 12 -14 -15 -16 19 21 -19 -20 20 -22 -23
leaf_value=-0.00079034353079024823 -0.0006503454630036237 -0.00061093988553492025 -0.00043456766072411481 0.00078708875133959549 -0.00071550791608578535 -0.00035420152015151437 3.6404964922888091e-05 0.00089898923973482205 -0.00057238876850834372 0.00069472398071452137 -0.00055683539090383251 0.00080245593209530251 -0.00046097013592772486 -0.00033456603298736534 -0.00029938988780551471 0.0010112620017048806 -0.00051122442299351739 -0.0002573730971973014 0.00030413852722632523 0.0007675938385977313 0.00020652315653005282 1.8452499607999677e-05
leaf_weight=0.0011917142903153438 0.0011141418943303441 0.0011553098384473664 0.0015815763295778376 0.0010095417845414891 0.0010428528543672813 0.0017502748454010222 0.0012451702772882101 0.0019145139188588558 0.0011060085784144738 0.0012968257354932415 0.0011917873061010947 0.0017148088656369024 0.0011154227805719669 0.0011139870581253772 0.0010446260157986305 0.0010284207924314281 0.001066600390613983 0.0010304344671444032 0.0019930862406728617 0.0010223587581222604 0.0010526845702081289 0.0010064740416442734
leaf_count=592 68 332 238 53 92 107 89 181 113 96 62 143 282 163 85 38 136 91 675 52 56 166
internal_value=0 2.58845e-05 5.43338e-05 8.46802e-05 5.55202e-05 9.00666e-05 0.000128315 0.000559062 5.48808e-05 9.46888e-05 0.000144804 9.52131e-05 0.000154134 0.000210961 0.000266412 0.000326024 0.000174755 0.00036237 0.000534598 0.000658027 0.000482959 -0.000254067
internal_weight=0 0.0275969 0.0264828 0.0253275 0.0243179 0.0232751 0.0216935 0.00315968 0.0185338 0.0174278 0.0156775 0.0143807 0.0131889 0.0120735 0.0109595 0.00991487 0.0068114 0.00473833 0.0037079 0.00310346 0.00207504 0.00207307
internal_count=3910 3318 3250 2918 2865 2773 2535 270 2265 2152 2045 1949 1887 1605 1442 1357 1211 909 818 146 108 302
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=14
num_cat=0
split_feature=4 2 3 158 49 159 133 52 52 2 16 150 4
split_gain=9.12905e-05 0.000153987 0.000245668 0.000119054 0.000120077 0.00012638 0.000114021 0.000358987 0.00015048 0.000160847 0.000268575 0.000225952 0.000143349
threshold=0.28937500000000005 -0.13811499999999996 0.11265500000000002 0.084965000000000027 0.10960000000000002 0.073745000000000019 -0.0023199999999999996 0.11401500000000002 0.091210000000000013 0.10457000000000001 -0.15168999999999996 0.086420000000000011 -0.0040999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 9 10 -8 12 -12
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0024984155035789575 -0.0011667539446993478 0.0046183808479743705 2.7191384283954719e-05 -0.0024910916271156081 0.0022062003256930339 0.001581806982583594 0.0030943163244946991 -0.0036849755286717549 0.0021648286774103181 -0.001931551145520056 -0.00095846501757833975 -0.0031406514771553499 0.0017429044433058397
leaf_weight=0.0012489944543789171 0.0010764987567717099 0.0010324739842739314 0.0013112032841715235 0.0010755839596733692 0.0010702689426643633 0.0016694797931027803 0.0013955176664648414 0.0013366972584193402 0.001618317265459566 0.0019843125117551194 0.0019170178104238626 0.0011477620906605868 0.0019783577682221283
leaf_count=789 68 228 130 348 224 335 53 405 112 235 679 126 178
internal_value=0 0.00103737 0.00204978 -0.000226783 -6.82941e-05 -0.000238568 -0.00047925 -0.0002576 0.000198652 -0.000179112 0.000360968 -0.000395394 0.000413489
internal_weight=0 0.00342018 0.00234368 0.0164423 0.0153667 0.0142965 0.012627 0.011378 0.0100413 0.00842297 0.00643866 0.00504314 0.00389538
internal_count=3910 426 358 3484 3136 2912 2577 1788 1383 1271 1036 983 857
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=24
num_cat=0
split_feature=1213 31 1456 1374 151 14 11 457 150 15 1 43 15 2 43 0 16 2 0 3 43 13 14
split_gain=0.000527438 0.000396142 0.000285651 0.000291697 0.000289693 0.000387098 0.000338168 0.000413259 0.000528999 0.000322225 0.000300235 0.000442074 0.000523339 0.000413789 0.000340317 0.000223153 0.000334007 0.000235172 0.000171801 0.000171649 0.000148233 0.000140542 7.41225e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.13340000000000005 0.073890000000000011 0.088315000000000018 -0.0034949999999999994 0.083205000000000015 -0.089594999999999994 0.10521500000000002 -0.077544999999999989 -0.033649999999999992 0.10113500000000002 0.0050750000000000005 -0.11756999999999999 -0.48509999999999992 0.106035 -0.070894999999999986 0.11265500000000002 -0.075819999999999985 0.16421000000000002 -0.24168999999999999
decision_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 10 -10 11 18 -13 14 -14 16 -12 20 -9 -15 -17 -20 -18
right_child=1 2 3 4 -6 -7 -8 8 9 -11 15 12 13 19 -16 17 22 -19 21 -21 -22 -23 -24
leaf_value=-0.00095145513069720006 0.00083804012365699216 -0.0007101481759608381 -0.00069344827945553103 -0.00065704178225198283 0.00084723715947409954 -0.0009076149705731357 -0.00063857264383495064 -0.00011939693261434471 0.0011440680639748923 0.00022242586076984353 0.00071473223466793747 -0.0013318804533751798 -0.00025978724554684239 -0.001071550667400091 0.00074441183256938111 -3.7800388511433532e-05 -0.00059065422513456553 0.0011021947553596138 0.00079815832804680151 -0.00021958689180877393 0.00067399964887914919 8.8229519053004e-05 -4.6991403304885959e-05
leaf_weight=0.0013493957870593714 0.0012926976314535646 0.001313677384976771 0.0012801995243933986 0.0015466462932673527 0.0010009552664023138 0.0010016865856555804 0.0015202812796211154 0.001649452090418807 0.0017859983699383686 0.0017021964987377061 0.0010382407484192946 0.0010699254997872786 0.0017644253523466762 0.0011733287370748746 0.0013831681335825796 0.0014615759323890476 0.001160235596646686 0.0011727461053602159 0.0015468780822045485 0.0010118756970030063 0.0012445408496590806 0.0010935928597142208 0.0011445254198342164
leaf_count=592 113 332 67 227 53 88 123 436 97 175 54 319 438 97 196 58 21 168 73 24 68 30 61
internal_value=0 1.70166e-05 -1.94979e-05 1.31944e-05 4.73677e-05 1.59349e-05 5.37413e-05 9.96036e-05 0.000154282 0.000694318 4.91297e-05 -0.000112135 -0.00036441 -0.000170305 0.000181495 0.000287897 8.92377e-07 0.000535251 0.000264387 -0.000677042 0.000289556 0.00050413 -0.000320676
internal_weight=0 0.0303588 0.0290662 0.0277525 0.0264723 0.0254713 0.0244696 0.0229494 0.0214027 0.00348819 0.0179145 0.0106926 0.00640272 0.0053328 0.00314759 0.00722186 0.003343 0.00387886 0.00428992 0.0021852 0.00270612 0.00264047 0.00230476
internal_count=3910 3318 3205 2873 2806 2753 2665 2542 2315 272 2043 1613 1074 755 634 430 136 294 539 121 126 103 82
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=24
num_cat=0
split_feature=1213 480 31 1374 150 1456 457 15 0 2 133 151 42 43 16 16 1 15 151 48 3 3 13
split_gain=0.000549729 0.000459214 0.000489784 0.00041597 0.000393082 0.000540941 0.000446935 0.000488465 0.000435171 0.000614524 0.000395216 0.000377059 0.000339499 0.000337291 0.000359315 0.000327106 0.000406412 0.000429726 0.000248702 0.000223514 0.000203192 0.000147127 0.000112837
threshold=-1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -1.0000000180025095e-35 0.092385000000000009 -0.03231499999999999 -0.074904999999999985 -0.0050599999999999994 0.10599500000000002 -1.0000000180025095e-35 -0.090359999999999982 -0.074254999999999988 0.15737500000000001 -0.50585499999999983 1.0000000180025095e-35 -0.13578499999999996 -0.0068399999999999989 0.086935000000000012 -0.13927999999999999 -0.075679999999999983 -0.083814999999999987
decision_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 -5 7 18 9 -7 12 -11 -10 21 20 -13 -17 -18 19 -6 -15 -14 -19
right_child=1 -3 3 4 6 8 -8 -9 10 11 -12 15 13 14 -16 16 17 22 -20 -21 -22 -23 -24
leaf_value=-0.0009034537441839957 0.00096156556478569841 -0.00090173332011113112 -0.00078962633805889162 -0.0010609928499438754 0.001161034534818675 -0.0012470298173914052 0.0012574009295185102 -0.00058957624127760561 -0.00027360159315923451 -0.0007052382746304144 -0.00062061970736213598 0.00070992059816597916 0.00053260324317764348 1.7960402184506118e-05 -0.00031701418722270523 -0.00065499181775682748 -0.00046215367725263969 0.0008262116787501045 -1.6929646055237933e-05 0.00028109232519276354 0.00084023324202968776 0.0011534165909469934 0.00025248966184063449
leaf_weight=0.0014249093703562954 0.0012133062881402581 0.0011046011049713122 0.0012970573528647824 0.001042286701307695 0.0012821133965854603 0.0010580428405495496 0.0010249618709394781 0.0012480551848498269 0.0016914449257650075 0.0016769361288937615 0.0010580757006912753 0.0013447788606867732 0.0018834024832691254 0.0010375129578577003 0.0018016613267777259 0.0018631478765913125 0.0016175935602018576 0.0011471972202834468 0.0014713733912806171 0.0011735072626526399 0.0016559544670606673 0.0014220335635360829 0.0019894194857723591
leaf_count=592 111 240 67 312 82 72 65 106 63 254 169 81 93 51 204 627 93 78 62 79 120 61 228
internal_value=0 2.13254e-05 5.42163e-05 1.72569e-05 5.39923e-05 -3.62629e-05 0.000378466 0.000204386 1.40054e-05 -0.000193057 0.000223954 -7.73665e-05 0.000318098 0.0004464 0.000186618 5.4872e-05 -7.82469e-05 0.000147776 0.000456719 0.000740522 0.000523497 0.000799684 0.000462325
internal_weight=0 0.0321045 0.0309999 0.0297866 0.0284895 0.0222895 0.00620001 0.00517505 0.0212472 0.0106971 0.0105501 0.00963907 0.00949201 0.00780056 0.00449513 0.00796214 0.00661736 0.00475421 0.00392699 0.00245562 0.00269347 0.00330544 0.00313662
internal_count=3910 3318 3078 2967 2900 2506 394 329 2194 1433 761 1361 592 529 375 1107 1026 399 223 161 171 154 306
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=17
num_cat=0
split_feature=2 4 0 0 133 16 3 150 1 4 43 52 43 0 1 49
split_gain=8.81947e-05 0.000239785 0.000191848 0.000153054 0.00019968 0.000187924 0.000146344 0.000143427 0.000240327 0.000120712 0.000162566 0.000243979 8.14372e-05 0.000167566 7.7237e-05 6.53633e-05
threshold=0.10910500000000002 -0.49837999999999999 0.024745000000000003 -0.060094999999999989 -0.0056849999999999991 -0.114825 -0.077894999999999978 0.081245000000000026 0.11198000000000001 -0.034289999999999994 -0.078644999999999979 -0.081429999999999989 -0.14252999999999996 0.12402500000000001 0.11420000000000001 0.0052300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -3 6 -6 8 -2 -7 -11 -12 -5 14 -14 -10
right_child=2 3 -4 12 5 9 -8 -9 15 10 11 -13 13 -15 -16 -17
leaf_value=-0.0028666459201901096 -0.0025027696269264905 -0.0028486672939322232 0.002807474819599037 -0.00048338379192929616 -0.00036943084103668991 -0.0024471732599625046 0.0024547061204278566 0.0018271267767025815 0.001633723261754905 -0.0021040966372539499 0.0026406745666113333 -0.00083746747193710165 0.0030581957248697719 -0.00061991540543907811 0.0010625119345224734 -0.00031053431514347968
leaf_weight=0.0010370792593447078 0.0012176549251524246 0.0010209034928774429 0.0010249524253508058 0.0012568199813181025 0.0011002126672546159 0.0011049131493208611 0.0012640979632657029 0.0011520155447507646 0.0010709828649727166 0.0011720968833113009 0.0010060620809680954 0.0018093731569454267 0.0011824130652021416 0.0011295088303398537 0.0013110932566089695 0.0011491286671477079
leaf_count=155 294 855 94 41 171 714 145 133 173 526 63 237 85 45 94 85
internal_value=0 -0.000243979 0.00059268 -4.03541e-05 -0.000500186 -0.000178656 0.00114052 9.80906e-05 -0.000481319 -0.000791118 -0.000332239 0.000405405 0.000758504 0.00118931 0.00200886 0.000627376
internal_weight=0 0.0143946 0.00561473 0.0133575 0.00847766 0.00745676 0.00236431 0.00458978 0.00343777 0.00509245 0.00398753 0.00281544 0.00487984 0.00362302 0.00249351 0.00222011
internal_count=3910 3131 779 2976 2711 1856 316 685 552 1540 826 300 265 224 179 258
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=25
num_cat=0
split_feature=1213 51 1 47 133 47 42 133 3 43 40 4 1374 457 148 52 15 3 1 0 15 52 1 4
split_gain=0.000474832 0.000368125 0.000487337 0.000510885 0.000446521 0.000284754 0.000452805 0.000393805 0.000581273 0.000355706 0.00044954 0.000397132 0.000252975 0.000286376 0.000311597 0.000257745 0.000286079 0.000255478 0.000211795 0.000230497 0.00020135 0.000228567 0.000157008 8.32664e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10681500000000001 0.10783500000000001 -0.097204999999999986 0.085625000000000021 -0.040669999999999991 -0.18906999999999999 -0.081079999999999985 -0.34687499999999999 -0.094679999999999986 0.092385000000000009 -0.07990499999999999 0.092885000000000009 -0.074174999999999977 0.088060000000000013 0.096335000000000018 -0.070894999999999986 -0.09547499999999999 -0.031409999999999993 0.11167500000000001 -0.078094999999999984
decision_type=2 2 2 2 2 2 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 -9 -8 -11 -12 -13 14 -14 16 20 -17 19 23 21 -16 -23 -18
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 11 12 13 -15 15 17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00088449369258854812 -0.00076160243139395247 -0.00089412942381958014 0.00079871614201815829 -0.00099506131624323038 -0.00088839100308467616 0.00074160437090400432 0.00060328974050659497 -0.0002292646166545254 0.001196700531589595 -0.00095003909918804576 -0.00065284321345213407 -0.00059837388358998072 -0.00063890265281955894 0.00084995583726992408 0.00061818469335192918 -0.00083101770662550743 0.00034415986519539457 0.00013447762616727057 0.0011024599271834616 0.00090121390334344377 -0.00054288562458634684 0.0002316851552460878 -0.00043799119708168625 -0.00019487713741478451
leaf_weight=0.0012893462294458124 0.0012337371665689925 0.0010420628153286196 0.0017395110228101444 0.001045935689639065 0.0010495803646486798 0.001314452022199041 0.0020113750663997001 0.0010072490937252654 0.0015260287319126395 0.0010886259263122857 0.0017079273030331408 0.0010678281645084544 0.0011752522062522539 0.0011032118867686522 0.0015285054057817549 0.0010336932569140348 0.001343430129004986 0.0013303831428448376 0.0010178740847545109 0.0011056418772623939 0.0010704495731196908 0.0016268898162274045 0.0013678980079123992 0.001111507116752064
leaf_count=592 133 173 156 96 426 74 61 380 136 57 195 31 52 66 111 271 225 50 70 32 190 110 48 175
internal_value=0 1.80339e-05 5.07334e-05 3.7203e-06 4.29492e-05 8.11629e-05 4.53876e-05 8.75442e-05 0.000629727 2.11611e-05 -4.15228e-05 1.47027e-05 8.64871e-05 0.000135851 7.83951e-05 0.00014564 0.000246348 -0.000287686 0.000516404 0.000348867 2.53079e-05 0.000159772 -7.41959e-05 0.000100103
internal_weight=0 0.030649 0.0294153 0.0276758 0.0266299 0.0255803 0.0242658 0.0232238 0.00253328 0.0206905 0.0186791 0.0175905 0.0158826 0.0148147 0.0137115 0.0125363 0.0101722 0.00236408 0.00457845 0.00356058 0.00559374 0.00452329 0.00299479 0.00245494
internal_count=3910 3318 3185 3029 2933 2507 2433 2260 516 1744 1683 1626 1431 1400 1334 1282 961 321 502 432 459 269 158 400
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=16
num_cat=0
split_feature=124 133 132 42 160 43 474 49 49 12 16 3 3 0 160
split_gain=8.13015e-05 0.000135286 0.000127651 0.000146658 0.00015708 0.00020663 0.000200597 0.000154599 0.00017076 0.000325444 0.000230249 0.000183578 0.000118947 0.000116501 7.03411e-05
threshold=0.10385500000000002 0.099765000000000006 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.019509999999999996 0.084655000000000022 0.092185000000000017 -0.029304999999999998 0.085250000000000006 -0.19424999999999998 0.097615000000000021 -0.075954999999999981 -0.10071499999999999 -0.11047499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 12 14 8 9 11 -10 -7 -6 -12 -5
right_child=-2 -3 -4 4 5 7 -8 -9 10 -11 13 -13 -14 -15 -16
leaf_value=-0.0019032725455711014 0.0016062465983283948 -0.0021738516223601657 0.001788491622972847 -0.0011183752687959723 0.00057403116605774971 -0.0025269506255983561 0.00076648563456668275 0.0017293051297895404 -0.0035841149250932648 0.0031390350138691147 0.0010642137895687527 0.00085912265928191371 0.0027631829099962766 -0.0014912287189005849 -0.0032683140648787361
leaf_weight=0.0014564171968932385 0.001024864730258159 0.0010294597958792574 0.0013155031144713543 0.0010714365311021365 0.0018652147463397856 0.0010894274325359277 0.0012949635241187307 0.0013068484803876457 0.0011187104711019961 0.0010820933155368806 0.0011017149245342566 0.0011339454738588106 0.00160023628675176 0.0014131860415248065 0.0010413506397597945
leaf_count=753 49 596 269 316 299 47 212 101 87 41 66 100 221 436 317
internal_value=0 -9.7269e-05 2.22186e-05 -0.00011796 5.40181e-05 0.000377912 -0.0010591 -0.000129345 -0.000479388 0.000489492 -0.00136077 -0.000800015 0.00158491 -0.000371754 -0.00217804
internal_weight=0 0.0189205 0.017891 0.0165755 0.0151191 0.0117114 0.00340775 0.00824593 0.00693908 0.00330547 0.00363361 0.00222337 0.00346545 0.0025149 0.00211279
internal_count=3910 3861 3265 2996 2243 1398 845 878 777 188 589 147 520 502 633
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=23
num_cat=0
split_feature=1213 1456 1374 31 52 52 1 2 0 12 2 49 151 16 16 2 49 0 48 2 3 2
split_gain=0.000485504 0.000338066 0.000363093 0.00023044 0.000247875 0.000303329 0.00029352 0.000384623 0.000375163 0.000293728 0.000244059 0.00030151 0.000237922 0.000306629 0.000300643 0.00028967 0.000229344 0.000343517 0.000226966 0.000241527 0.000288911 0.000149166
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.048794999999999991 -0.40083499999999994 0.13662500000000002 0.083585000000000007 -0.10575999999999998 0.098845000000000016 0.11260500000000001 -0.084934999999999997 -0.0008699999999999999 -0.50585499999999983 -0.43346499999999993 0.088055000000000008 -0.031434999999999998 -0.080229999999999982 0.078735000000000013 0.11085000000000002 -0.069909999999999986 -0.13811499999999996
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 8 -6 12 11 -7 14 -14 -9 -15 -13 -18 19 20 -17 -10
right_child=1 2 3 4 6 10 -8 9 21 -11 -12 16 13 15 -16 18 17 -19 -20 -21 -22 -23
leaf_value=-0.00089982900388301055 -0.00072354260670222002 -0.00071315320136303454 0.00077001341558841443 -0.00028457655689068909 0.00012202432472743008 -0.00037790868559280902 0.00059858206562490586 -0.00076895954177553225 -0.00040127590410119108 -0.00053734107073363183 0.00099174613060514405 0.0010789806845934329 0.00089792924034046335 0.00080960726746813721 0.00029335736747706397 -0.00064568029214651318 -0.00033201104295955465 0.00072332608847241618 -0.00056634038956027914 0.00059916476529106675 0.000384777094868591 -0.0010887053876241718
leaf_weight=0.0012369312075869365 0.0012011015451945791 0.0012112475608949671 0.0010545107709083448 0.001543683260611356 0.0015226802985708332 0.0011163791172270621 0.0014726966402684371 0.001189296497230985 0.0012107128601698269 0.0015237158256042336 0.0013242982204177411 0.0010070390021008624 0.0013698359841134676 0.0011125077282362747 0.0010779878447604177 0.0011777445492405884 0.0011616857115229473 0.0014999778720212733 0.0011953005820552476 0.0015768599973881581 0.001133150003685305 0.0015001537930835482
leaf_count=592 332 68 112 334 53 59 121 91 44 202 167 56 86 264 146 253 187 109 103 73 48 410
internal_value=0 3.27343e-05 6.64006e-05 0.000103041 7.45843e-05 0.000292437 -2.31287e-05 -8.18583e-05 -0.000456651 5.78604e-05 0.000438233 0.000285046 0.000150095 0.000274159 -0.000263877 0.000136244 0.000486781 0.000262723 -1.1132e-05 0.000159568 -0.000140394 -0.000781689
internal_weight=0 0.0281826 0.0269815 0.0257702 0.0247157 0.00765306 0.0170626 0.0155899 0.00423355 0.0113564 0.00610938 0.00478508 0.00983268 0.0075654 0.00226728 0.00619556 0.0036687 0.00266166 0.00508306 0.00388775 0.00231089 0.00271087
internal_count=3910 3318 2986 2918 2806 912 1894 1773 507 1266 578 411 1064 827 237 741 352 296 477 374 301 454
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=16
num_cat=0
split_feature=4 2 3 42 47 4 2 12 1 1 12 13 151 49 16
split_gain=7.65951e-05 0.000119206 0.000208825 0.000109282 0.000157644 0.000190806 0.000164524 0.00018066 0.00014593 0.000142494 0.000164238 0.000177263 0.000141675 7.91184e-05 6.11068e-05
threshold=0.28937500000000005 -0.13811499999999996 0.11265500000000002 0.10138000000000001 0.10783500000000001 0.055260000000000011 0.114165 0.093375000000000014 0.097480000000000011 0.099595000000000017 0.090840000000000018 -0.084084999999999979 -0.082314999999999985 -0.029304999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 9 -7 10 11 -1 -13 -14 -15
right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11 -12 12 13 14 -16
leaf_value=-0.0028091828098023774 -0.00087020983424365152 0.0037173740113058741 3.8848117274584874e-06 -0.0018917011738007704 0.0015709999953708177 -0.00039060503360790577 0.0021833080415532388 -0.0021994551566447518 -0.0035280852531290241 0.002005520878032724 0.0020112119112281218 0.0019536288879790052 -0.0020361402411419567 0.0010217135950127741 -0.00084111979835084125
leaf_weight=0.0011129093700529228 0.0010614317004773027 0.0010022463555109272 0.0013152958277123233 0.0012942636048940024 0.0019911676117966301 0.0011471397951686177 0.0012115863804358648 0.0014598582443785856 0.0010821387181352282 0.0012957680423150153 0.0010632743322689098 0.0010035468675276297 0.0010830698063057946 0.001119322139620493 0.0016169553339257705
leaf_count=603 68 228 130 383 183 269 167 475 54 197 188 90 86 441 348
internal_value=0 0.000830775 0.00160982 -0.00018216 -3.6467e-05 -0.000279028 5.32557e-05 -0.000211308 -0.0019136 0.000138597 -0.000207034 -0.000604386 -9.56169e-05 -0.000634063 -7.90952e-05
internal_weight=0 0.00337897 0.00231754 0.016481 0.0151867 0.0131956 0.0109663 0.0097547 0.00222928 0.00829485 0.00699908 0.0059358 0.00482289 0.00381935 0.00273628
internal_count=3910 426 358 3484 3101 2918 2595 2428 323 1953 1756 1568 965 875 789
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=16
num_cat=0
split_feature=39 48 3 3 49 4 12 2 0 52 15 3 123 52 52
split_gain=7.41551e-05 0.000154295 0.000157677 0.000185751 0.000319525 0.000218838 0.000232113 0.000206536 0.000162767 0.000162717 0.00016191 0.000142807 0.000116859 0.000116408 9.47468e-05
threshold=0.005105000000000001 0.12649500000000002 0.10666500000000002 -0.100615 -0.029304999999999998 -0.0037349999999999992 0.084100000000000022 0.086130000000000012 0.12007500000000002 -0.085924999999999987 -0.091704999999999995 -0.015794999999999997 0.084845000000000018 -0.013104999999999999 0.092550000000000007
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 -5 -6 -9 -7 -11 -2 -13 -4 -15
right_child=11 -3 13 5 7 9 -8 8 -10 10 -12 12 -14 14 -16
leaf_value=0.0025424463992318866 0.0023174341131174947 -0.0020258548926088997 0.0023821683192754186 -0.00072684767808596181 -0.0018654083598599548 0.0015517315253641827 -0.004072640927372949 0.0020172654266727196 -0.0008603777367809139 0.0001299908691937022 -0.0023358238813451036 0.00095536877353863685 -0.0013545017797906202 -0.00079725446422404306 0.0013068242556159054
leaf_weight=0.0014240099955000751 0.0010312311031859325 0.001124909837115772 0.0010869523347940557 0.0012980435932352088 0.0015043769735639239 0.0010934800184863452 0.0010078643063652516 0.0011398578222629741 0.0010182941558478653 0.0019439663085554868 0.0011654437718694724 0.0014489321776605477 0.0010219907351644896 0.0011109027083212189 0.0012383479279360898
leaf_count=74 159 98 107 306 149 149 1524 189 103 274 321 148 152 101 56
internal_value=0 -0.00015724 -1.73988e-05 -0.000309044 0.000439881 -0.000894318 -0.00218922 -0.000377608 0.000659489 -0.00018387 -0.000794226 0.000682376 -9.59649e-09 0.000966746 0.000311857
internal_weight=0 0.0161564 0.0150315 0.0115953 0.00508654 0.0065088 0.00230591 0.00366253 0.00215815 0.00420289 0.00310941 0.00350215 0.00247092 0.0034362 0.00234925
internal_count=3910 3451 3353 3089 515 2574 1830 441 292 744 595 459 300 264 157
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=14
num_cat=0
split_feature=52 1 12 43 52 1 151 1 49 15 47 0 12
split_gain=7.60797e-05 9.83573e-05 0.000139644 0.000117112 0.00013712 0.000150552 0.000128185 0.000180276 0.000165336 0.00016264 0.00015716 0.000265575 0.000119399
threshold=-0.40083499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 0.088675000000000018 -0.0088999999999999982 0.095155000000000017 -0.047309999999999998 -0.0058549999999999991 0.093315000000000023 -0.14808999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 9 -5 -8 11 -9 -11
right_child=1 -3 -4 4 5 -7 7 10 -10 12 -12 -13 -14
leaf_value=-0.0016353919889017989 0.0017345536161901716 0.0015585917433212466 -0.0021450038955941656 0.00036674120946058556 -0.0028004629486195892 6.8647591121094043e-06 -0.0022405351638951679 0.00067208921268796713 -0.0025534249590528513 0.0017704222788154237 -0.00016276877398255143 0.0050120798960427912 -0.00086627204367340947
leaf_weight=0.0011029131132394973 0.0016048139962021009 0.0016816795754771669 0.0012105076822000798 0.0019973537057235147 0.0014128046629822292 0.0017250704313210852 0.00113262346872343 0.0011948179097820283 0.0013023325433401201 0.0015970092592694253 0.0011155653593695192 0.0011020240239677237 0.0012408430772809856
leaf_count=401 172 217 133 217 837 227 422 53 276 175 89 198 493
internal_value=0 8.89999e-05 -5.95585e-05 0.000104098 -8.52283e-05 -0.00125711 0.000258999 0.000725959 -0.000785801 -0.000197762 0.00180075 0.00275442 0.000617535
internal_weight=0 0.0183174 0.0166358 0.0154253 0.0138204 0.00313788 0.0106826 0.00738288 0.00329969 0.00397048 0.00341241 0.00229684 0.00283785
internal_count=3910 3509 3292 3159 2987 1064 1923 1430 493 1090 340 251 668
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=15
num_cat=0
split_feature=47 47 42 50 43 16 16 2 16 13 160 4 15 4
split_gain=6.55719e-05 0.000161358 0.000154926 0.000144563 0.000150002 0.000189254 0.000179965 0.000217409 0.000195368 0.000101432 0.00016704 0.000153291 0.000129689 3.27707e-05
threshold=0.13177500000000003 0.11069000000000002 -0.089024999999999979 0.086465000000000014 -0.18906999999999999 0.15737500000000001 -0.0099649999999999982 0.092865000000000017 -0.055679999999999993 -0.15921999999999997 0.086110000000000006 -0.0025899999999999994 -0.14487999999999998 -0.14963999999999997
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 9 -6 11 -11 -13 -7
right_child=-2 -3 3 -5 5 13 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.002121501609634971 -0.0013117546483495926 0.0024304412247987519 0.0021670977824707169 -0.0020208576477894228 -0.0013452901586802882 -0.0024266333858600558 0.00024621008370254253 0.0036603342473557326 -0.0026135052432106282 0.0030521515621703714 -0.0011307682823148201 0.0020530650670864451 -0.00047797967721722231 -0.00086628188172128192
leaf_weight=0.0012595821944113511 0.0013462441789837678 0.0010427339145078164 0.0014213172726693637 0.0011077498827531109 0.0012045182266169907 0.0010197574980772006 0.0016347292940808158 0.001226049560689637 0.0010006532682081716 0.0012263959738497985 0.0015451492889581586 0.0012424815999860367 0.0019599636202293673 0.0010027201478889211
leaf_count=449 84 141 126 585 141 175 411 157 321 537 121 165 250 247
internal_value=0 9.08149e-05 -5.39598e-05 0.00011307 0.000276277 7.0538e-05 0.000386289 0.00170941 -7.64902e-05 0.000277159 0.000604288 0.00120962 0.000504013 -0.00165303
internal_weight=0 0.0178938 0.0168511 0.0155915 0.0144837 0.0130624 0.0110399 0.00286078 0.00817916 0.00717851 0.00597399 0.00442884 0.00320245 0.00202248
internal_count=3910 3826 3685 3236 2651 2525 2103 568 1535 1214 1073 952 415 422
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=16
num_cat=0
split_feature=124 123 133 12 50 3 4 47 13 49 160 3 43 0 151
split_gain=6.5732e-05 0.000100122 0.00016804 0.000133773 0.000151573 0.00015925 0.000162131 0.000139776 0.000122849 0.000119338 0.000198102 0.000128785 0.000135467 0.000142037 0.000116005
threshold=0.10230000000000002 1.0000000180025095e-35 0.093845000000000026 -0.013124999999999998 0.086465000000000014 -0.15464999999999998 -0.23071499999999998 0.10887000000000001 -0.10241499999999999 -0.085974999999999982 -0.081299999999999983 -0.084129999999999996 -0.07526999999999999 -0.15291499999999997 -0.0088999999999999982
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 -13 14 -14
right_child=-2 -3 -4 4 -6 6 7 -9 9 10 11 12 13 -15 -16
leaf_value=-0.0025332529584248913 0.0017111623708079787 0.0014515152501730962 -0.0030120638731707689 0.0023792281168250749 -0.0023342002843873143 -0.0022357899951520981 0.0025165549936587636 -0.002132046453363649 -0.0018931801843750917 0.0033313530313766725 -0.0019714971375756158 0.0026907930375548381 -0.00063657937239964765 -0.0019986281399919036 0.0024679928184172155
leaf_weight=0.0010000709500863321 0.0010048233109073356 0.0017798627206896808 0.001001118662833071 0.0015321218590645383 0.0011415095976396667 0.0013510385327486487 0.0013285421610377832 0.0010081413807518933 0.0010716793632383767 0.0010569021604435909 0.0011628033933292542 0.0011172603847289485 0.0011326652769234613 0.0011962912073831518 0.0011611301118672505
leaf_count=182 52 303 624 194 522 121 164 123 119 319 475 176 51 441 44
internal_value=0 -0.000102639 -0.000272748 -9.30395e-05 7.80946e-05 0.000288 1.14686e-05 0.000308099 0.000574701 0.000248087 0.000584213 8.10275e-05 0.000599044 -7.05747e-05 0.00093497
internal_weight=0 0.0180411 0.0162613 0.0152602 0.0142601 0.0131186 0.0115865 0.0102354 0.00922727 0.00789873 0.00682705 0.00577015 0.00460735 0.00349009 0.0022938
internal_count=3910 3858 3555 2931 2749 2227 2033 1912 1789 1625 1506 1187 712 536 95
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=14
num_cat=0
split_feature=52 1 376 12 0 47 43 43 4 0 3 1 4
split_gain=6.37347e-05 8.88331e-05 0.000123197 0.000128846 0.00011879 0.000170119 0.000159801 0.000155346 0.000105685 0.000136882 0.000131189 0.000252585 9.84856e-05
threshold=-0.40083499999999994 0.13662500000000002 0.048375000000000008 0.099370000000000014 -0.070174999999999987 0.09252500000000001 -0.07526999999999999 -0.079109999999999986 0.0057500000000000008 -0.15713499999999997 0.12046500000000002 0.095575000000000007 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 9 -9 11 -10 -5
right_child=1 -3 -4 12 6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.0015166869358615037 -0.0019746148074221278 0.0014926571310096761 0.0017362913183008751 -0.003053856211867568 0.0023869356537253575 -0.0024816435718946809 -0.00025752262447235755 -0.0020155834041666611 -0.00013862309699463578 0.00089748814317447455 -0.00042828058270497353 0.0042554639203567978 -0.00037626093217155111
leaf_weight=0.0010706097366910547 0.0013380161880781468 0.0016538198096598044 0.0014174038816288847 0.0010574920407248551 0.0017373644543579037 0.0013343816892989295 0.0019970637287240892 0.0012928524397443067 0.0010269003352304656 0.0013310516340588347 0.0013078244999222832 0.0011034102305671201 0.001183672514253109
leaf_count=401 697 217 169 380 130 190 219 84 165 1071 47 79 61
internal_value=0 8.5246e-05 -5.90798e-05 -0.000232075 2.09295e-05 -0.000386026 0.000972756 -8.14331e-06 0.000425897 -0.000537843 0.0011614 0.00213733 -0.00163968
internal_weight=0 0.0177813 0.0161274 0.01471 0.0124689 0.00873444 0.00373443 0.00740006 0.00606204 0.0026239 0.00343814 0.00213031 0.00224116
internal_count=3910 3509 3292 3123 2682 2333 349 2143 1446 1155 291 244 441
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=21
num_cat=0
split_feature=1213 51 1 47 47 38 39 51 3 52 4 3 52 43 52 2 2 1 52 4
split_gain=0.000426477 0.000301057 0.000413626 0.000351712 0.000333088 0.000286727 0.000225116 0.000295552 0.000332889 0.00020608 0.000236435 0.000227229 0.000206544 0.000223831 0.000297643 0.000249143 0.000258282 0.000225191 0.000153352 0.000123261
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10783500000000001 0.084445000000000006 0.085220000000000004 0.12190000000000002 0.10420500000000001 0.092885000000000009 0.26450500000000005 -0.13309499999999996 1.0000000180025095e-35 -0.08799499999999999 -0.087094999999999992 0.092865000000000017 0.089910000000000004 0.091845000000000024 -0.0093349999999999978 0.17888000000000001
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 -11 13 -3 -15 16 17 -16 -10 -20
right_child=1 2 -4 -5 -6 -7 -8 -9 18 11 -12 -13 -14 14 15 -17 -18 -19 19 -21
leaf_value=-0.00094999710337156441 -0.00079544344898505677 0.0003165494500262829 0.00081688254370405205 -0.00083883668178334715 0.00088994846446575936 -0.00079618055128200438 0.00060996832948485109 -0.00077357365424753641 0.00084919001370084817 -4.4165182186397216e-05 0.00054938164535777963 -0.00096415751752691888 0.0004472334358338909 -0.00083761081929664021 -0.00064197897207269629 -0.00072606250787485803 0.00075559338251583545 0.00029896949825093774 -8.5790445437383339e-05 0.00053947939916053117
leaf_weight=0.0011062524869274578 0.00101765994411837 0.0017788893221913817 0.001625468432861126 0.0011100432740982482 0.0010810834748822265 0.0010040477633808101 0.0015841286308733151 0.0011025592946371223 0.001378152575458369 0.0014217683517327995 0.0017335291980399301 0.0011696695146073558 0.0015488981090345738 0.0017940608797766214 0.0012006004616375195 0.001128907341704552 0.0010383323146683776 0.0012316371945307325 0.0015082557234222796 0.0015061815544835655
leaf_count=592 133 292 156 109 64 59 255 137 81 56 123 449 336 374 362 80 59 96 34 63
internal_value=0 2.94472e-05 6.1801e-05 1.13353e-05 5.19945e-05 1.10585e-05 4.94246e-05 3.98412e-06 5.04785e-05 -6.56904e-05 2.33815e-05 -0.000459412 -7.04161e-05 -0.000168525 -0.000303488 -9.51496e-05 0.000110074 -0.000165501 0.000421955 0.000226629
internal_weight=0 0.0269639 0.0259462 0.0243207 0.0232107 0.0221296 0.0211256 0.0195414 0.0184389 0.0140463 0.0114549 0.00259144 0.00972133 0.00817243 0.00639354 0.00459948 0.00347057 0.00243224 0.00439259 0.00301444
internal_count=3910 3318 3185 3029 2920 2856 2797 2542 2405 2227 1722 505 1599 1263 971 597 517 458 178 97
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=24
num_cat=0
split_feature=1213 1374 150 1456 453 133 11 0 43 160 15 150 151 42 0 0 16 1 15 49 13 52 0
split_gain=0.000474647 0.000370458 0.000308486 0.000447482 0.000312018 0.000323294 0.000344721 0.000399503 0.000304899 0.00028164 0.00025912 0.000257604 0.000305828 0.000256397 0.000245951 0.000226032 0.000269456 0.000453786 0.000260777 0.000225195 0.000213661 0.00021063 0.000125309
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10681500000000001 0.080455000000000013 -0.017269999999999997 -0.34918499999999997 0.084480000000000013 -1.0000000180025095e-35 0.12187000000000002 -0.084764999999999993 -0.085679999999999992 -0.21145499999999998 -0.14867499999999997 -0.070594999999999977 0.12263000000000002 -0.07142999999999998 -0.076864999999999975 -1.0000000180025095e-35 -0.070004999999999998 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 13 -9 12 -4 -10 -15 -16 17 22 -18 -14 -12 -20 -17
right_child=1 2 11 4 -6 -7 -8 10 9 -11 20 -13 19 14 15 16 18 -19 21 -21 -22 -23 -24
leaf_value=-0.001012113005590844 -0.00084092661883414818 -0.0010406232306639398 -7.7247123819787676e-06 -0.00079877878252976699 -0.00084557027110795577 -0.00081904774142310102 -0.00055874626457973263 0.001347457507280567 0.0010097536450979396 -0.00053106259376183972 0.00088130550341519861 -0.00019411376132686509 0.00058156847916827415 0.00080962336791481242 -0.00053951863254789374 -0.00023173105074259952 -0.0006997796324431484 0.0014260966479095064 0.0005817285503887271 0.0015672587476868219 4.197226358734259e-05 -0.00038235947038569749 0.00052752993859905579
leaf_weight=0.0012021675257207964 0.0012312118996220525 0.001067250883261559 0.0012702470513659136 0.0010151751932837546 0.0010042187663699123 0.0010002796219274737 0.0017466045786422848 0.0010490514638022141 0.0010208839206558582 0.0015007074993713962 0.0014594629678803539 0.0012905945551716091 0.0015659789441677119 0.0013105808244340223 0.0014692451683969952 0.0012920737669977894 0.0013834562280581851 0.0010101322485179635 0.0014885571753064913 0.0010371607336524527 0.0018529626040857455 0.0010335940130633686 0.0010694578371884776
leaf_count=592 68 325 93 62 91 421 195 81 153 219 56 73 115 57 58 176 242 87 125 95 93 192 241
internal_value=0 3.98521e-05 7.8668e-05 -3.42884e-06 4.75674e-05 9.08915e-05 0.00013709 0.000204777 6.61537e-05 0.000135959 0.000636839 0.000440724 0.000652249 0.000226319 0.000146793 4.74744e-05 0.000165985 0.000505775 -0.000127351 0.000974294 0.000411785 0.000186639 0.000112113
internal_weight=0 0.0291689 0.0279377 0.0227737 0.0217064 0.0207022 0.0197019 0.0179553 0.0135939 0.0125787 0.00436148 0.00516398 0.00387339 0.011078 0.0100571 0.00874652 0.00727727 0.00337166 0.00390561 0.00260314 0.00331243 0.00252215 0.00236153
internal_count=3910 3318 3250 2874 2549 2458 2037 1842 1612 1550 230 376 303 1331 1178 1121 1063 504 559 210 149 317 417
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 453 0 31 1 11 3 376 49 13 2 2 0 13 16 49 49 15 47 43 2 48
split_gain=0.000485525 0.000351847 0.000352141 0.00034363 0.000502732 0.000327251 0.000278633 0.00043646 0.000401623 0.000371313 0.000411334 0.000324198 0.000412213 0.000547899 0.000349929 0.000285023 0.000431234 0.000281572 0.000281436 0.000248749 0.000239492 0.000151187 0.000142645 4.41539e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 0.11368000000000002 0.080455000000000013 -0.115685 0.048375000000000008 -0.088729999999999989 -0.070604999999999987 0.10393500000000001 0.097940000000000013 -0.13506999999999997 0.025140000000000006 -0.006474999999999999 -0.029304999999999998 0.11115500000000002 -1.0000000180025095e-35 0.11170500000000001 -0.07687999999999999 0.12238000000000002 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 23 -6 7 8 15 10 -10 12 13 -12 -13 -7 -17 -8 20 -16 22 -22 -19 -4
right_child=1 2 3 -5 5 6 17 -9 9 -11 11 14 -14 -15 19 16 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.00087453973951556057 -0.00069952540949457334 -0.00068385595125173356 0.00098799067660883277 -0.00072981945019854819 0.00082839205182318025 0.00106525388782992 0.00083432763637972035 -0.00077232027579882709 -0.0010490585385341113 0.00051847639114495098 -3.3245485687921228e-05 9.4207321840326499e-05 -0.00058968616641667695 0.0012151719679486977 -0.0012884331166252759 -0.00049273269122654807 0.00070552399018698904 -0.00076987732198526069 0.00074889432254025444 -0.00035886777075406481 -9.1404755610725527e-05 0.00068719379747301786 -2.4426632321302038e-05 0.00057443466447806943
leaf_weight=0.0012858195467796004 0.0013170011975548032 0.0012547348344407174 0.0011006662550530023 0.0010036007575225927 0.001087010990864167 0.0010101890974283318 0.0014249273044416033 0.0016475439421004259 0.0011226547382310334 0.0015418404729172783 0.001994060850235767 0.0016136408613032184 0.0011350833137228622 0.0011200212785409391 0.0010471196245980278 0.0011164018608744719 0.0013581230398646005 0.0010370663683361694 0.0011339658249311171 0.0013373905257539282 0.0010265242905234118 0.0010088010171127593 0.0010578944888835762 0.0010099877257978562
leaf_count=592 332 68 58 91 110 47 106 173 108 77 579 66 106 27 349 52 43 95 69 558 16 29 135 24
internal_value=0 2.20736e-05 5.57867e-05 9.02426e-05 0.000121981 6.27814e-05 2.6173e-05 -7.59307e-05 3.76443e-06 -0.000131052 -0.000237933 -0.000127519 0.000147178 0.000415765 -0.000419462 0.00042592 0.000164921 0.00027107 0.000118607 -0.000767072 -5.44374e-05 0.000294505 -0.000393446 0.000790096
internal_weight=0 0.0295063 0.0281892 0.0269345 0.0259309 0.0238203 0.0227332 0.0160441 0.0143965 0.0109118 0.00936997 0.00824732 0.00424917 0.00311408 0.00399815 0.00348471 0.00247452 0.00668918 0.00526425 0.00238451 0.00413029 0.00203533 0.00209496 0.00211065
internal_count=3910 3318 2986 2918 2827 2745 2635 2185 2012 1870 1793 1685 712 606 973 142 95 450 344 907 275 45 230 82
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=24
num_cat=0
split_feature=1213 1374 480 1 14 16 133 48 133 0 132 42 52 1 1 133 43 52 2 4 15 0 4
split_gain=0.000436319 0.000382133 0.000362173 0.000327173 0.000502407 0.000489749 0.000343444 0.000341927 0.000274703 0.00028708 0.000324187 0.000363665 0.000352007 0.000764347 0.00025749 0.000237126 0.00019471 0.000293196 0.000274517 0.000343971 0.000284913 0.00044284 0.000190433
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.13662500000000002 0.064610000000000015 0.032820000000000009 0.10681500000000001 0.13596000000000003 0.092550000000000007 -0.23029999999999998 0.080815000000000012 -1.0000000180025095e-35 -0.092854999999999979 0.099595000000000017 0.092730000000000021 0.083815000000000014 -0.26007999999999992 0.0074400000000000013 0.092340000000000019 0.18622000000000002 -0.10192499999999999 -0.099864999999999995 -0.081189999999999984
decision_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 6 -5 7 8 9 14 11 -11 13 -13 -3 16 -14 18 20 -20 -18 -22 -19
right_child=1 2 -4 5 -6 -7 -8 -9 -10 10 -12 12 15 -15 -16 -17 17 22 19 -21 21 -23 -24
leaf_value=-0.00093405627002004154 -0.00084598839707321989 0.0010874479302757142 -0.00084910680837706827 0.0015284023486187676 -0.0010359958918136976 8.2819413801327494e-05 -0.00079860458482799979 -0.00076414815135218196 0.00084382426582975314 -0.00066642732514168401 0.00077152025882153954 -0.0014298367587794966 0.00074995796906851813 0.00037611559830621479 7.0834517724036134e-05 0.00081818080763256364 -0.00070345080614695832 -0.00087279705870506243 0.0012804852203716285 0.00014847869443112375 0.00086580223603572616 -0.00043638617085818722 -5.9727880792009131e-05
leaf_weight=0.0012673579363209819 0.0012383238750173211 0.001428053748444561 0.0010769891486728652 0.0010001210202175937 0.0010628529564219438 0.0015402211109671882 0.0010676278667884611 0.0010471585099303118 0.0014888281260091443 0.0019143899826587962 0.0015102561360106894 0.0011546452005209784 0.0011057332021859869 0.0012769684461506614 0.0011750271632635645 0.001373076550989589 0.0011995365295368529 0.0011923357356136144 0.0011604682567520896 0.0017296875428576552 0.001402258078901035 0.0013041114306074682 0.0019880195580591342
leaf_count=592 68 36 240 150 110 58 385 49 135 513 145 246 23 161 58 296 57 67 77 72 41 151 180
internal_value=0 2.91942e-05 6.63114e-05 0.00010137 4.66953e-05 0.000651939 9.36296e-05 0.00013425 0.000176242 0.00012872 5.76658e-05 -6.50226e-06 7.83615e-05 -0.000481436 0.00062855 0.00018765 0.000109527 3.85453e-05 0.000227183 0.000603007 -5.09057e-05 0.00023832 -0.000364553
internal_weight=0 0.0304367 0.0291984 0.0281214 0.025581 0.00254034 0.0245182 0.0234506 0.0224034 0.0209146 0.0183115 0.0168012 0.0148868 0.00243161 0.00260308 0.0124552 0.0110822 0.00997642 0.00679606 0.00289016 0.00390591 0.00270637 0.00318036
internal_count=3910 3318 3250 3010 2802 208 2692 2307 2258 2123 2029 1884 1371 407 94 964 668 645 398 149 249 192 247
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 133 11 16 146 133 51 47 42 49 48 132 148 4 47 1 13 16 4 0
split_gain=0.000430194 0.000367016 0.000358448 0.00029124 0.000273848 0.000628771 0.000327157 0.000259759 0.000240761 0.000297904 0.00040605 0.000290951 0.000253276 0.00024388 0.000276495 0.000299736 0.000505383 0.000482024 0.000338961 0.000163972 0.00015491 0.000127102
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.080455000000000013 -0.40374499999999997 0.085010000000000016 0.092550000000000007 0.08482000000000002 0.13206500000000002 0.098285000000000011 -0.085174999999999987 0.085575000000000012 0.080815000000000012 -1.0000000180025095e-35 0.25367000000000006 0.081905000000000019 0.11198000000000001 0.0047850000000000011 0.10994000000000002 -0.0065549999999999992 -0.14012999999999998
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 10 11 -4 -10 14 -13 16 18 -17 19 20 -16 -14
right_child=1 2 3 -5 5 -7 -8 -9 12 -11 -12 13 21 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00095133452278410981 -0.00083153513869854668 -0.00080217005488728303 -0.00051791455028016309 -0.0007148676866356973 0.00052521925469492048 -0.0011322700788497786 -0.00069864510350671895 0.0009543185580210184 -0.00011155509006887434 -0.00059527428752736468 0.00094574033215841745 -0.00066140831769060434 0.00048976459596805568 0.00089660687166256969 0.0010201981489699693 1.790786103373747e-05 -0.00065696407401272434 0.0015248259352823308 -0.00035854726608372143 -2.1135520357738279e-05 0.00028227771076143267 0.001196090423986105
leaf_weight=0.0012000243914527869 0.0012195658072617901 0.0011661826698183128 0.0017700071344486376 0.0010642393281905934 0.0010913970519190741 0.0012945895921949715 0.0010045136246503708 0.0012428804549744583 0.0010153581029789518 0.0013986046366127871 0.0016052319912356833 0.0010896765545207474 0.0013531587349735474 0.0011165337089240066 0.0017967937472632553 0.0011887621719897101 0.0019833464242348144 0.0010208717264157258 0.0015288163476905314 0.0010429314805799894 0.0012468457010934965 0.001285280907134867
leaf_count=592 68 332 126 435 54 168 35 143 144 34 130 105 44 129 443 68 188 133 128 114 175 122
internal_value=0 3.18007e-05 7.03598e-05 0.000109286 0.000144264 -0.000374102 0.000198774 0.000240345 0.000196936 0.000115498 0.000180092 9.09318e-05 0.000571124 0.000180628 0.000107274 0.000192672 4.10409e-05 0.000714118 0.000287575 0.000529294 0.000717904 0.000833842
internal_weight=0 0.0285256 0.027306 0.0261398 0.0250756 0.00238599 0.0226896 0.0216851 0.0204422 0.0167884 0.0153898 0.0137846 0.0036538 0.0120146 0.010898 0.00980837 0.00759873 0.00220963 0.00561539 0.00408657 0.00304364 0.00263844
internal_count=3910 3318 3250 2918 2483 222 2261 2226 2083 1773 1739 1609 310 1483 1354 1249 1048 201 860 732 618 166
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=15
num_cat=0
split_feature=484 15 159 3 1 4 1 1 42 43 47 47 2 12
split_gain=7.11529e-05 8.6271e-05 0.000160185 0.000146428 0.00014027 0.000191467 0.000113169 0.000157976 0.000131056 0.000108451 9.55358e-05 0.000164995 9.73972e-05 4.15915e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.073745000000000019 -0.13927999999999999 0.085990000000000011 -0.00072999999999999985 0.096035000000000023 0.12263000000000002 0.084745000000000015 0.070805000000000021 0.10589000000000001 0.078660000000000022 0.099990000000000009 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 -5 -6 8 -8 9 13 11 12 -7 -3
right_child=1 2 -4 4 5 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0013966437083648274 0.0024562730422159882 0.00039506717243579685 0.0015190474691958982 -0.0017047142125117382 0.0023662595840505921 -0.00098093050302650053 -0.0036617968796624446 -0.00036102235845103932 -0.0019673159483289404 0.0016566497227413865 0.0012245483615984792 -0.002581094291771439 0.0014930103724913278 -0.001360720693659384
leaf_weight=0.001341574445768128 0.0012988584645180204 0.001002886806138031 0.0014744461825043353 0.0012791302691322632 0.0017068481185195392 0.0012070374371236292 0.0010581330762816088 0.0012199471288200092 0.0012343064970825324 0.001530936328534984 0.0016056045813177648 0.0011362325391677253 0.0012828683596491173 0.001111691273351284
leaf_count=612 123 68 211 577 212 129 208 56 621 120 107 73 202 591
internal_value=0 9.52947e-05 -0.000357247 0.000505789 0.000197503 0.000548177 -0.000743743 -0.00189418 -0.000206675 0.000389446 -4.49691e-05 -0.000607094 0.000293712 -0.000527998
internal_weight=0 0.0181489 0.00863235 0.00951658 0.00821772 0.00693859 0.0071579 0.00227808 0.00487982 0.00364551 0.00523174 0.00362614 0.00248991 0.00211458
internal_count=3910 3298 1875 1423 1300 723 1664 264 1400 779 511 404 331 659
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=13
num_cat=0
split_feature=41 42 43 0 15 0 15 160 3 2 16 2
split_gain=7.1276e-05 0.000113136 0.000176046 0.000128832 9.61909e-05 7.23205e-05 0.000175369 0.000190991 0.000142404 0.000206137 0.000162068 8.54422e-05
threshold=0.078150000000000011 -0.10770999999999999 -0.083899999999999988 -0.061129999999999997 0.079360000000000014 0.0059850000000000016 -0.0089749999999999986 -0.030424999999999997 -0.074234999999999982 0.089910000000000004 -0.16268499999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -9 -10 -11 -7
right_child=-2 2 4 -5 -6 11 -8 8 9 10 -12 -13
leaf_value=-0.0021477336685822102 -0.00167575627051398 0.0004858731756289677 -0.0025236994657815894 0.0034826489154626892 -0.0019641136806464593 0.0001131494795190309 0.0025031583189494477 0.0028039209699144197 -0.0021886810411578333 -0.0012296434680926414 0.002472798157413505 -0.0027032023041472573
leaf_weight=0.0011926420181220801 0.0013824131930789399 0.0018435001396284109 0.0015034537684094499 0.001519831908758657 0.0014491347803969887 0.001574542231762289 0.0018876985870425475 0.0012485175631906428 0.0017227390565616616 0.0010792738790933237 0.0018867947043029899 0.0010378635894678911
leaf_count=216 201 617 435 139 1064 122 161 327 165 128 207 128
internal_value=0 0.000119988 0.000281424 0.00184006 -0.000110079 0.000114925 0.000428763 -9.75041e-05 0.000516859 -9.21313e-05 0.00112558 -0.00100574
internal_weight=0 0.017946 0.0167534 0.00336333 0.01339 0.0119409 0.00932848 0.00744078 0.00593733 0.00468881 0.00296607 0.00261241
internal_count=3910 3709 3493 756 2737 1673 1423 1262 827 500 335 250
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=15
num_cat=0
split_feature=160 41 52 0 13 3 2 48 150 52 51 52 15 0
split_gain=6.9008e-05 8.91655e-05 0.000125391 0.000358778 0.00017541 0.000173756 0.00012072 0.000117172 0.000155224 0.000135555 0.000285067 0.000172993 0.000110702 8.45298e-05
threshold=-0.217635 0.075585000000000013 0.10701500000000001 0.15480500000000005 -0.090744999999999978 0.11818000000000002 0.097940000000000013 0.095285000000000009 0.087235000000000021 -0.092084999999999986 -0.16140499999999999 -0.062489999999999997 -0.008624999999999999 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 8 9 10 -6 -11 -13 -4
right_child=1 -3 13 -5 5 -7 -8 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0015687561695153735 0.00022348506334953308 -0.0014397994381067406 0.00044250523848129064 -0.0035175305962105385 0.0013643191932652065 -0.0023685422914199242 0.0028114777379423953 0.0021541040423996155 -0.0016363255039489699 0.0029813912107876754 -0.003302299810004395 -0.0011650060067439605 0.0011745490634892284 0.0029317205761282749
leaf_weight=0.0010442330067844388 0.0012741324735788062 0.0013861162456096912 0.0011232147057430517 0.0010498960503666508 0.0010357837813349952 0.0011665311476116722 0.0015751877436643996 0.0010531388403997944 0.0018897263080962234 0.0012462880489308029 0.0010107496431987087 0.0013084716906256993 0.001996188097617306 0.0010148194980583716
leaf_count=429 252 197 272 48 177 78 149 190 231 190 398 359 906 34
internal_value=0 8.39162e-05 0.000210053 3.07785e-06 0.000275741 -9.10964e-05 0.0016542 0.000187375 -5.66677e-05 0.000395796 -0.000940448 0.000996697 0.000248208 0.00162401
internal_weight=0 0.0181302 0.0167441 0.0146061 0.0135562 0.0107069 0.00284932 0.00954035 0.00848721 0.00659748 0.00204653 0.00455095 0.00330466 0.00213803
internal_count=3910 3481 3284 2978 2930 2529 401 2451 2261 2030 575 1455 1265 306
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=24
num_cat=0
split_feature=1213 51 1 47 14 47 38 147 484 52 15 1374 0 0 4 0 0 12 42 13 1 3 13
split_gain=0.000502319 0.000413665 0.000495143 0.000535404 0.000340993 0.00031743 0.000314537 0.000424183 0.000309702 0.000339702 0.000628747 0.000358023 0.000241361 0.000312904 0.000388382 0.000287289 0.000405774 0.000345564 0.00024386 0.000194403 0.000174506 9.04836e-05 1.20209e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.077685000000000018 0.10783500000000001 0.084445000000000006 0.088565000000000019 -0.0043499999999999988 0.11588000000000002 -0.035939999999999993 -0.094679999999999986 -0.23029999999999998 -0.075584999999999986 -0.012939999999999998 -0.10783 -0.15007499999999999 0.085325000000000012 0.085075000000000026 -1.0000000180025095e-35 0.083065000000000014 0.090325000000000003 -0.0038299999999999996
decision_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 -3 11 -11 -10 -13 15 18 16 21 22 19 -15 -18 -14 -17
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 12 13 14 -16 17 20 -19 -20 -21 -22 -23 -24
leaf_value=-0.00091705313352100548 -0.00079902692562248956 -0.00058817124932332529 0.00078368921161775084 -0.0010087150613562839 -0.00071560615620018932 0.00075576797767222764 -0.00070299411555517597 0.00087478609190761597 -0.00067224679993274931 0.00023781924127252185 -0.0012573735897073212 0.0007191838685673041 2.3080256088442121e-05 0.00071025647833355314 0.0010899164791548057 7.5193176177183583e-05 0.00017553660654708885 -0.0010194826126272319 -0.00028949193758382726 6.5258075624682451e-05 0.00098036168174895017 -0.00058007524412534645 -0.00014341985432377705
leaf_weight=0.0012171458663447965 0.0012082248635786321 0.0015296879564242567 0.0017795636478369651 0.0010212282928350183 0.0011448545385107081 0.0013476348646626049 0.0010993352814634419 0.0012890506075069466 0.0010112102853287999 0.0012807295268227464 0.0010394333984058415 0.0016624119406856057 0.0010257402933127324 0.0019414994703195743 0.0012425479417062148 0.001029012388147954 0.001020316494233944 0.0011224874640465461 0.0014801308270928626 0.0018730106698787718 0.0011913971466209761 0.0010041593634468882 0.0010235734587220602
leaf_count=592 133 455 156 96 101 75 59 139 59 176 204 30 45 87 147 182 68 595 163 185 95 19 49
internal_value=0 1.93527e-05 5.44671e-05 5.27357e-06 4.6109e-05 8.21243e-05 4.24219e-05 8.00699e-05 3.00425e-05 7.99523e-05 -0.000432027 0.000151393 0.000204726 0.000143436 0.000371257 -5.73697e-05 0.000185847 -0.000382285 0.000202602 0.000393548 0.000609077 -0.000275291 -3.38237e-05
internal_weight=0 0.0293672 0.028159 0.0263795 0.0253582 0.0242134 0.0228657 0.0217664 0.0204773 0.0189477 0.00232016 0.0166275 0.0156163 0.0139539 0.00653719 0.00741669 0.00424161 0.00317507 0.00529464 0.00381451 0.00221171 0.0020299 0.00205259
internal_count=3910 3318 3185 3029 2933 2832 2757 2698 2559 2104 380 1724 1665 1635 582 1053 227 826 435 272 163 64 231
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=24
num_cat=0
split_feature=1213 1374 150 484 160 484 484 1 130 151 16 52 4 1 1 2 52 4 15 42 3 2 13
split_gain=0.000457642 0.000381156 0.000270205 0.000387781 0.000296006 0.000228874 0.000437834 0.000306467 0.000327287 0.000280715 0.00031049 0.000289283 0.000271185 0.000210595 0.000175357 0.000164623 0.000185463 0.000163511 0.000151252 0.00013496 0.000133039 0.000114649 9.54325e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.069910000000000014 0.097080000000000014 0.085815000000000016 0.12864500000000004 -0.0015749999999999998 -1.0000000180025095e-35 -0.25582999999999995 -0.064794999999999978 -0.076854999999999993 0.094385000000000011 0.10915500000000002 0.088055000000000008 0.09716000000000001 0.0045450000000000013 -0.038029999999999987 0.083815000000000014 0.097615000000000021 0.10362500000000001 -0.062819999999999987
decision_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 18 6 7 8 -5 11 19 -10 15 22 -15 -12 -17 -6 -4 21 -9 -11 -14
right_child=1 2 4 5 17 -7 -8 20 9 10 12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00098003253193032448 -0.00087435056963964663 -0.00079688655938022022 0.00034173909291405213 -0.00092388395330497686 0.00044493665352248097 -0.00064082018704882354 0.00099005673700697824 0.00093388581479556378 2.4196120478272361e-05 0.0011432931884119964 0.00062722668490767218 -0.0011499352439749209 -0.00036727967204830831 0.00042352333815900029 -0.00047377596629181703 -0.00050677747451080969 0.00034270965372270299 0.0013266535706169538 -0.00043770483652951338 6.6506061877062288e-05 0.00023387504978356576 0.0003873505293825402 -0.0010638744494451495
leaf_weight=0.0012035198300307031 0.001149308935219028 0.0014922380196085291 0.0018032441517625286 0.0010658568217100659 0.0011772407277135244 0.0011623575752661005 0.0013151845252151731 0.0011326865642968349 0.0011510306498714318 0.0010530350322404064 0.0016371195598808529 0.0010276815388070579 0.0010033987646156884 0.0011741915648961765 0.0010835075205901101 0.0011564087890869323 0.0015647261807190116 0.0010119649220179383 0.0010021252752451795 0.001065650138239338 0.0018494483236970449 0.001023767895979355 0.0010324260470356327
leaf_count=592 68 557 157 221 60 194 121 112 124 39 270 69 266 94 82 202 60 23 136 55 98 42 268
internal_value=0 3.28524e-05 7.14904e-05 -5.21763e-06 0.00040923 5.24139e-05 9.40865e-05 2.86977e-05 -6.47113e-05 8.26471e-07 9.88165e-05 -0.000529632 -5.84726e-05 -0.00034539 -7.10559e-06 0.000224184 -1.82994e-05 0.000852512 6.33086e-05 0.000531864 0.000499756 0.000770648 -0.000720543
internal_weight=0 0.0281346 0.0269853 0.0219907 0.00499458 0.0204985 0.0193361 0.0180209 0.0150388 0.0139729 0.0117942 0.00217871 0.00865178 0.00429352 0.0022577 0.00435825 0.00272113 0.00218921 0.00280537 0.00314245 0.00298213 0.0020768 0.00203582
internal_count=3910 3318 3250 2874 376 2317 2123 2002 1792 1571 1378 193 1242 710 176 532 262 83 293 136 210 81 534
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=26
num_cat=0
split_feature=1213 1374 150 484 457 15 133 0 43 15 34 160 2 1 3 2 3 15 2 13 12 3 1 2 13
split_gain=0.00055852 0.00045859 0.000338637 0.000458094 0.000394816 0.000422388 0.000248691 0.000339179 0.000448278 0.000353652 0.00033333 0.000388866 0.000307409 0.000600996 0.00040766 0.000303475 0.000235758 0.000267503 0.00022307 0.000473753 0.000215163 0.000162448 0.000127457 0.000126914 0.000128975
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.09112000000000002 -0.03231499999999999 0.10681500000000001 -0.017269999999999997 -0.34918499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085220000000000004 0.10679500000000001 0.10828500000000001 0.11818000000000002 0.098195000000000018 -0.077894999999999978 -0.10192499999999999 0.10910500000000002 0.019675000000000002 0.092870000000000022 -0.10628499999999998 0.12864500000000004 0.079395000000000007 -0.032264999999999995
decision_type=2 2 2 2 2 2 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 20 7 8 -5 -9 -10 12 15 -14 -15 16 21 -18 19 -11 -4 -12 -16 24 -19
right_child=1 2 4 6 -6 -7 -8 9 10 18 11 -13 13 14 22 -17 17 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00091035169420292214 -0.00079246860842193279 -0.00073705109358758339 0.00075171624247960197 -0.00086939148557278452 0.0011404563426402961 -0.00051205380212847849 -0.00063998204542450182 0.0010282071636803823 -0.00073608277857160355 0.00043652340890794892 0.00022922516226929566 -0.00071123206715708047 -0.0010616042689756858 0.00084299938802867233 -0.00050597522327521167 0.00096048515864884966 -0.00023611550109754509 0.0004491398333100987 0.0007394617459655973 -0.00075118652185230685 1.1137149802795208e-05 -0.00050004077526823751 0.00015748640817308792 0.00025993621045892438 0.0011477231604927576
leaf_weight=0.0013070631018899164 0.0012895128211272136 0.0015938310980824861 0.001930005774636312 0.0011497519046880207 0.0010629194136364539 0.001217911262859527 0.0010045104585912614 0.0012721269955147108 0.0010138180280067346 0.0016708108790193825 0.0011738283454856245 0.0010774736512994551 0.0010415660245973743 0.0011265118726863921 0.0011812552977978896 0.0012546365127068804 0.0010025005715115359 0.00101722271086091 0.0010033924230103963 0.0010869686192336303 0.0012791008262575954 0.0012230053488618137 0.0010933017636960973 0.001405027956995486 0.0010564415636373781
leaf_count=592 68 557 150 66 74 111 380 93 90 99 60 157 124 116 38 90 74 89 58 67 41 529 62 107 18
internal_value=0 2.46021e-05 6.10118e-05 -1.22861e-05 0.000374073 0.000190066 4.05713e-05 7.33595e-05 -2.73952e-05 0.000389965 3.8611e-05 9.61377e-05 0.000165315 -0.000130911 0.000154111 0.000327134 0.000211603 0.000401208 0.000174095 -3.16081e-05 0.000456533 -0.000142889 -0.000187072 0.000584874 0.000805038
internal_weight=0 0.0302274 0.0289379 0.023448 0.00548994 0.00442702 0.0218542 0.0208496 0.0158163 0.0050333 0.0146666 0.0136528 0.0125753 0.00444263 0.00340107 0.00813266 0.00687803 0.00448119 0.00376117 0.00275778 0.00320911 0.00239683 0.00227456 0.00347869 0.00207366
internal_count=3910 3318 3250 2874 376 302 2317 1937 1620 317 1554 1464 1307 340 216 967 877 288 224 166 191 589 100 214 107
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=23
num_cat=0
split_feature=1213 51 31 1 47 47 47 2 14 1 123 42 49 133 159 0 4 1374 4 2 2 13
split_gain=0.000496962 0.000353596 0.000415439 0.000378063 0.000459178 0.000360901 0.00046906 0.000513446 0.000309064 0.00034836 0.000329793 0.000401871 0.000240874 0.000223848 0.000269104 0.000177378 0.000156893 0.000181889 0.00033459 0.000305607 0.000243601 0.000233329
threshold=-1.0000000180025095e-35 -0.40274499999999996 -1.0000000180025095e-35 0.14000500000000002 0.11939500000000002 0.10783500000000001 0.086425000000000016 0.091985000000000011 0.077685000000000018 0.11235500000000002 0.083745000000000014 0.091955000000000023 -0.085974999999999982 -0.036599999999999987 0.090705000000000022 -0.14136999999999997 0.26048500000000002 -0.049459999999999997 0.0057500000000000008 0.087005000000000013 0.081615000000000007 -0.0097449999999999985
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 8 -8 9 10 11 12 -4 -14 16 -11 17 -15 19 20 -19 -21
right_child=1 2 3 -5 -6 -7 7 -9 -10 15 -12 -13 13 14 -16 -17 -18 18 -20 21 -22 -23
leaf_value=-0.00097015587973592321 -0.0008296692691345894 0.0010099078296583333 -0.00052246120905716622 0.0007663539599374236 -0.0010561000975270749 0.00081596983773286631 -0.001502416583217917 5.5064630020340869e-05 -0.00078299901524554554 0.00017035008428303882 0.0008213920982220724 -0.00081107818366804737 0.00075945898266478783 -0.00041385640819028679 -0.00065269762142138304 0.0009611300028662896 -0.0004547620954506258 -5.2352595709939388e-05 0.00092775454370596212 0.00016241536878406926 0.00094709136771351009 -0.00066935899250793543
leaf_weight=0.001301856117116972 0.0011526818277085562 0.0011034046832558283 0.0017263691908723242 0.0015957083578878482 0.0010305424415193434 0.0013341890259348501 0.0010706827911129207 0.0010354556141140558 0.0010625295524374625 0.0012973600186441531 0.0011386983192815938 0.0015814517499075859 0.0011809289619726529 0.0010646620748406841 0.0012470371512135628 0.0015460529552109295 0.0010321874515817351 0.0010402371095045151 0.0015786382000199661 0.0019493883724522581 0.0014544715267008727 0.0014720534394774294
leaf_count=592 133 112 121 133 94 76 171 54 96 61 103 390 304 54 163 200 74 180 78 252 214 255
internal_value=0 2.60359e-05 6.18487e-05 2.22818e-05 -2.55113e-05 1.90901e-05 -2.82086e-05 -0.000736701 4.5038e-05 9.06017e-05 2.58187e-06 -5.82488e-05 2.8363e-05 0.000107478 3.64408e-05 0.000600322 0.000126038 0.000196077 0.00028272 0.000110602 0.000530346 -0.00019545
internal_weight=0 0.0286947 0.027542 0.0264386 0.0248429 0.0238124 0.0224782 0.00210614 0.0203721 0.0193095 0.0164661 0.0153274 0.013746 0.0120196 0.0108387 0.00284341 0.00959164 0.00855945 0.00749479 0.00591615 0.00249471 0.00342144
internal_count=3910 3318 3185 3073 2940 2846 2770 225 2545 2449 2188 2085 1695 1574 1270 261 1107 1033 979 901 394 507
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=22
num_cat=0
split_feature=1213 51 1 3 14 47 1 48 48 11 43 48 133 0 43 16 16 16 1374 0 4
split_gain=0.000485363 0.00037807 0.000360859 0.000619467 0.000472542 0.000400744 0.000307613 0.000302263 0.00026388 0.000546424 0.00031311 0.000260161 0.000246886 0.000238134 0.000318603 0.000353524 0.000264353 0.00022041 0.000201552 0.000175955 0.000145987
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.13662500000000002 0.11265500000000002 0.064610000000000015 0.11764000000000001 0.11235500000000002 0.091065000000000021 -0.064549999999999982 0.080455000000000013 -0.073139999999999983 0.086665000000000006 0.08517000000000001 -0.23029999999999998 0.0033500000000000005 -0.035699999999999989 0.022165000000000004 -0.25582999999999995 -0.080239999999999992 -0.070174999999999987 -0.0021099999999999995
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 6 8 17 -3 10 11 12 19 18 16 -16 20 -8 -12 -10 -15
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00095357718203274656 -0.00079312021268854833 0.00057132485275566774 0.0014283158995576787 -0.00012749836598134788 -0.0009629951232185401 -0.00084385908264719104 0.0012631033719720851 -0.00017023591698220265 -8.2998060904468078e-06 -0.001042845436982425 -0.00029086817498738359 0.00079808842589332144 -0.000406128180270318 0.00011496056947115035 -0.00039858219399147553 0.00058626091186528067 -0.0010966011583684952 0.00040900873294112363 0.00050700571131222683 0.00069319721491899742 -0.00056941849892456543
leaf_weight=0.0011506161893327779 0.0011806184422966373 0.0017464548489760636 0.0011075399066337822 0.0011539795947756171 0.0010460639239361904 0.0010443643406574657 0.001078126905636495 0.0011456309651581842 0.0015756022428866645 0.0011114920857906432 0.0010826254663243162 0.0016725183065478544 0.0014017241827858767 0.0011699134104210729 0.0016512698117732844 0.001570346574754522 0.0013003362558417358 0.0017506903649744656 0.0019738729719307379 0.001582791674948676 0.0016719690889747726
leaf_count=592 133 143 92 118 110 101 107 66 295 120 15 197 501 370 302 78 186 133 54 51 146
internal_value=0 3.05231e-05 6.5455e-05 0.000634435 1.51434e-05 5.68559e-05 9.69095e-05 0.000473728 2.01502e-05 -3.40367e-05 3.32956e-05 0.000296768 0.000112898 -0.000124293 -0.000269023 8.14703e-05 -0.00054162 0.000734524 0.000224395 0.000343247 -0.000287681
internal_weight=0 0.0290179 0.0278373 0.00226152 0.0255758 0.0245297 0.0234854 0.00397445 0.0195109 0.0177645 0.016653 0.00623264 0.00456012 0.0104203 0.00736384 0.00322162 0.00414222 0.00282882 0.0030565 0.00315839 0.00284188
internal_count=3910 3318 3185 210 2975 2865 2764 306 2458 2315 2195 1044 847 1151 1082 380 702 240 69 346 516
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=16
num_cat=0
split_feature=14 11 4 3 151 457 16 132 13 12 0 13 0 4 0
split_gain=8.32271e-05 8.47807e-05 0.000129407 0.000127055 0.000121343 0.000163962 0.000141735 0.000136977 0.000128904 0.000173651 0.000359561 0.000130753 0.000126554 0.000202051 0.000106467
threshold=0.073890000000000011 0.088315000000000018 0.28937500000000005 0.11476000000000001 -0.075719999999999996 0.084485000000000018 -0.38486499999999996 0.080815000000000012 -0.083924999999999986 -1.0000000180025095e-35 -0.053834999999999994 -0.40944499999999995 -0.074249999999999997 0.0057500000000000008 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 8 11 -10 12 -8 13 -11 -12
right_child=-2 -3 3 -5 6 -7 7 -9 9 10 14 -13 -14 -15 -16
leaf_value=0.0031404296798806281 -0.0017875054712579229 -0.0017163742432311185 0.003214792397849072 0.00016874331768272762 -0.0023181674422192928 -0.00022195272428717953 -0.00077945182224142102 0.0021062105145006082 0.0012794905724677686 -0.0025466771991619688 -0.0047519479142446438 0.0020116283408134245 0.0018557676120197931 0.00061179329708034472 -0.0018478184476172408
leaf_weight=0.0010815778554347554 0.0010158513142392569 0.0010038558731704219 0.0010661820285572275 0.0011652707103008281 0.001230576868860407 0.001296486386389295 0.001133052468077711 0.0010929248905282843 0.0014955849480099139 0.0014084675493833158 0.0010521621008971801 0.0017159197004687982 0.0010260899649015692 0.0019827635122548828 0.0010020880529796328
leaf_count=325 135 125 238 137 148 145 58 226 127 943 166 574 329 146 88
internal_value=0 8.64042e-05 0.000188366 0.00162414 -1.80991e-05 0.00130731 -0.000257977 -4.50945e-05 -0.000262475 -0.000678736 -0.00113128 0.0009016 -0.000106328 -0.000700003 -0.00333528
internal_weight=0 0.018753 0.0177491 0.00223145 0.0155177 0.00237806 0.0131396 0.0119091 0.0108161 0.00796716 0.00647157 0.00284897 0.00441732 0.00339123 0.00205425
internal_count=3910 3775 3650 375 3275 470 2805 2657 2431 1799 1672 632 1418 1089 254
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=21
num_cat=0
split_feature=1213 51 39 47 51 1 11 132 52 52 12 13 52 48 4 1 2 3 4 49
split_gain=0.000542726 0.00036937 0.000381652 0.000484119 0.000407458 0.000514232 0.000378611 0.000296645 0.000341079 0.000324736 0.000229505 0.000314273 0.000193762 0.000393886 0.000176579 0.000321883 0.000202517 0.000179035 0.000168128 0.000227807
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.11742500000000002 0.11939500000000002 0.13741000000000003 0.11235500000000002 0.080455000000000013 0.079995000000000011 -0.092854999999999979 -0.081429999999999989 0.10058500000000002 -0.10241499999999999 -0.069134999999999988 0.090910000000000005 -0.0010999999999999996 0.086145000000000013 0.096540000000000015 -0.0086749999999999969 0.43006500000000009 -0.029304999999999998
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 -3 -10 11 -11 -13 14 15 16 -14 -16 19 -7
right_child=1 2 -4 -5 -6 18 -8 -9 9 10 -12 12 13 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.00096760871944851206 -0.00077228140663382718 -0.0005709819978710883 0.00085255568750768811 -0.00076360570942507857 -0.00078970411429536507 0.00090150853544055732 -0.00069997882117980902 0.00064825935038021929 0.00064743190428335963 0.00065626344339900764 -0.00064967008510725347 -0.00053939923552653738 -0.00052473917895658174 0.00075734032942330993 -0.00084520920265141505 0.00069388649608930809 0.00024323575132067116 -9.8859401484958855e-05 0.0010731734301660184 9.5188892280090008e-05
leaf_weight=0.0011980898969435388 0.0011605365366116885 0.0018654209505987529 0.0012523566077069495 0.0015387590609896576 0.0010974919511650407 0.0012159329023052612 0.0014397270583146318 0.0017396541752476838 0.0019293115763835645 0.0016375148040806411 0.0010404047996448286 0.0013783958620759958 0.0015668640951596582 0.0013966167475949615 0.0010435906526027744 0.0013427714000117108 0.0013626574107872269 0.0019699535753683528 0.0010878452097405414 0.0019150309513748928
leaf_count=592 133 391 78 104 119 101 157 214 129 68 179 53 547 102 210 260 58 108 208 99
internal_value=0 3.30118e-05 6.6605e-05 2.9557e-05 7.83195e-05 0.000118126 1.93303e-05 7.60041e-05 1.57914e-05 9.04147e-05 6.05332e-06 6.43707e-05 -3.19664e-05 4.85918e-05 -8.72677e-05 0.000103219 -0.000167518 -0.00035732 0.000579763 0.000408329
internal_weight=0 0.0289808 0.0278203 0.0265679 0.0250292 0.0239317 0.0197129 0.0182732 0.0165335 0.0146681 0.0127388 0.0116984 0.0100608 0.00868245 0.00728584 0.00427229 0.00292952 0.00301354 0.00421881 0.00313096
internal_count=3910 3318 3185 3107 3003 2884 2476 2319 2105 1714 1585 1406 1338 1285 1183 865 605 318 408 200
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=24
num_cat=0
split_feature=1213 31 1374 150 484 457 15 0 0 2 14 132 4 13 43 16 150 16 151 16 2 2 16
split_gain=0.000532739 0.000378583 0.000314654 0.000282207 0.0003737 0.000346719 0.000475202 0.000336377 0.000526747 0.000360509 0.000347233 0.000279522 0.000222392 0.00023081 0.000210114 0.000324612 0.000200727 0.000172559 0.000278382 0.000267775 0.000233307 0.000152041 8.32266e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.0043499999999999988 0.090920000000000015 -0.03231499999999999 -0.074514999999999984 -0.10575999999999998 0.08400500000000001 -0.13131999999999996 0.080815000000000012 0.070230000000000015 -0.089899999999999994 -0.50749999999999995 0.15100500000000003 0.086420000000000011 -0.014754999999999999 -0.0095999999999999992 -0.50585499999999983 0.079395000000000007 0.092175000000000021 0.51592500000000008
decision_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 16 8 10 -10 -6 12 13 -9 -15 -16 -5 18 -12 -20 -21 -18 -14
right_child=1 2 3 5 7 -7 -8 11 9 -11 17 -13 22 14 15 -17 21 -19 19 20 -22 -23 -24
leaf_value=-0.00090243398898967912 0.00079849113452722153 -0.00069890531167421269 -0.00071269740998987472 0.0009152558213957469 -0.00066777779804399443 0.0010580600456744898 -0.00062097746772667042 0.00038548293191223302 -0.0011628655834690063 -0.00020164779152056621 -0.00055452986329730647 0.00086828040020980467 0.00080939870359077019 0.00033642767114668687 2.4285552383598283e-05 -0.00087891492127384818 -0.00016181488590713035 0.00070813140730631452 0.00074750997379325126 0.00036535503260289178 -0.00051726451699367283 0.00057173299054474208 0.00023918169127181205
leaf_weight=0.001223082987437416 0.0012386858166910089 0.0011845547325508568 0.0014842377167173714 0.0010889572794574587 0.0011053341026641128 0.00101996277568972 0.0011533264221204034 0.001957325843548575 0.0014161157511307079 0.0016643394561124333 0.0010664797719961427 0.00110785790825181 0.0010027195505451121 0.0010829222797781321 0.0017502999125918791 0.0014079304886788213 0.0011836761546145658 0.0010304951917532402 0.0013771663751569463 0.001315990182053639 0.001060531481960475 0.0010416331164896375 0.0010049668827301073
leaf_count=592 113 67 551 65 42 75 107 41 344 693 60 83 115 17 207 263 52 68 74 38 113 101 29
internal_value=0 4.12017e-05 7.0995e-06 3.88711e-05 -3.55412e-05 0.000321394 0.000153211 1.63987e-05 -0.000161459 -0.000643529 5.20252e-05 0.000208052 0.000118919 -1.22778e-05 -0.000195847 -0.000378359 0.00042262 0.000188014 7.68187e-05 0.000256194 -2.85172e-05 0.000181548 0.000523971
internal_weight=0 0.0287455 0.0275068 0.0263223 0.0208347 0.00548756 0.00446759 0.0193505 0.0100365 0.00308046 0.006956 0.00931402 0.00820616 0.00619848 0.00424115 0.00315823 0.00331427 0.00585066 0.00482017 0.00375369 0.00237652 0.00222531 0.00200769
internal_count=3910 3318 3205 3138 2738 400 325 2187 1432 1037 395 755 672 528 487 470 218 353 285 225 151 153 144
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=23
num_cat=0
split_feature=1213 1374 480 1 14 150 15 1429 16 151 16 157 130 52 4 15 4 0 13 133 43 47
split_gain=0.000576838 0.000347504 0.000300212 0.000363098 0.000420148 0.000360054 0.000327612 0.000326942 0.000299623 0.000247036 0.000379037 0.000268916 0.000394965 0.000434144 0.000349434 0.000488642 0.000221256 0.000166379 0.000348934 0.000231375 0.000216246 5.20053e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.13662500000000002 0.064610000000000015 0.08486500000000001 -0.03231499999999999 0.079110000000000014 0.15100500000000003 -1.0000000180025095e-35 -0.10064999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11588000000000002 0.25367000000000006 -0.07142999999999998 0.0057500000000000008 -0.070894999999999986 -0.083924999999999986 0.089725000000000013 -0.073139999999999983 0.10697000000000002
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 7 16 9 -5 10 -3 -11 -13 14 15 -14 -7 18 -17 20 -19 -16
right_child=1 2 -4 8 -6 6 -8 -9 -10 11 -12 12 13 -15 21 17 -18 19 -20 -21 -22 -23
leaf_value=-0.0010310571324579855 -0.00077084362178812251 -0.0012248862826752212 -0.00075994099932278475 0.0013151025329170133 -0.00090118898902438293 0.0003456680086982178 -8.7784963921175285e-05 0.00081344776301381838 0.00020613681508895089 -0.00068284826064376081 -2.2921800440048759e-05 -0.00082496457631044844 -0.0005985172107785061 -0.00051482177935977989 0.0010622312702068847 0.00054281112746536631 0.0012150120979409992 0.001019168795554244 -0.00060626583848568793 -7.2815199084564223e-05 0.00026181499124180936 0.00058459514187084031
leaf_weight=0.0012657544155950792 0.0012263722668608415 0.0010235243488896373 0.0010051274051905172 0.0010118339304683093 0.001072956273441116 0.0013268797446435721 0.0015157656760147456 0.0011087139705796686 0.0013720527644771607 0.0011937431526618933 0.0016192676003698716 0.0010666929066625039 0.0017503444518856635 0.0019862252091743257 0.0010979544007251743 0.0013021506335291998 0.0014807002921534973 0.0019855533260286773 0.0012268360146387141 0.0013563507863969815 0.0016500764551619189 0.0010817276601500225
leaf_count=592 68 59 240 166 110 97 122 213 42 236 247 218 232 306 95 104 113 78 344 115 86 27
internal_value=0 3.48385e-05 6.98335e-05 0.000100463 4.51614e-05 8.78742e-05 0.000491441 -1.83432e-06 0.000676834 -5.11196e-05 -0.000488429 2.2504e-05 8.0558e-05 0.000152442 0.000268181 0.000137228 0.000804155 0.000308458 -1.46173e-05 0.00047213 0.000675434 0.000825191
internal_weight=0 0.0294608 0.0282345 0.0272293 0.0248455 0.0237725 0.00432335 0.0194492 0.00238389 0.0183404 0.00264279 0.0156977 0.0145039 0.0134372 0.011451 0.00927131 0.00280758 0.00752097 0.00252899 0.00499198 0.00363563 0.00217968
internal_count=3910 3318 3250 3010 2802 2692 332 2360 208 2147 306 1841 1605 1387 1081 959 210 727 448 279 164 122
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=24
num_cat=0
split_feature=1213 31 1456 1374 150 15 151 42 43 49 47 13 157 16 0 1 2 3 42 151 15 2 3
split_gain=0.000576888 0.000393211 0.00034541 0.000323653 0.000323669 0.000559088 0.000411608 0.000318805 0.00042944 0.000454426 0.000629223 0.000325447 0.000395463 0.000339063 0.00029877 0.000368477 0.000288511 0.000243489 0.000299038 0.000205018 0.000186168 8.84207e-05 7.25968e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.03231499999999999 -0.030624999999999996 -0.10770999999999999 -0.053009999999999995 0.092185000000000017 0.077065000000000008 -0.11267999999999999 -0.07686999999999998 -0.15168999999999996 -0.070894999999999986 0.10113500000000002 0.10488500000000002 -0.075679999999999983 0.091330000000000008 -0.0068399999999999989 -0.091024999999999981 0.11203000000000002 -0.0066499999999999988
decision_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 6 19 -5 -8 14 10 11 16 -13 -14 15 -9 -10 18 -16 20 -6 -11 -15
right_child=1 2 3 4 5 -7 7 8 9 21 -12 12 13 22 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00096956068986969398 0.00087548302203410721 -0.00073099477476202212 -0.00070290388545096879 -0.00069828941984258219 0.0012200951218429008 -0.00038594590512137055 -0.00058039220975240251 -0.00043104666116002926 0.0008368894867627685 0.00086444071910357829 -0.0010041420389042359 0.00059643793355856781 7.8355413489706265e-05 -0.00057784155361522566 0.00091809036139539916 0.0006337916071850314 -0.00012192337227336774 0.0011916425155027754 -0.00018651042046394879 0.00018630027327858967 0.00045886740246683537 0.00025096208816113326 -0.0010920299647131525
leaf_weight=0.0013153914547225148 0.0011828388513542001 0.0013556716477875616 0.0012498153514504109 0.0017770620269418882 0.0016140205677057651 0.0015346107071730888 0.001634931426250044 0.0015604047581889852 0.0014818018688707276 0.0010697070272813478 0.0017555248449845707 0.001001980284872599 0.0016570409589439731 0.0014851686771636206 0.0011372619224008229 0.0013286863365936409 0.0013019212225430787 0.0013752926610684944 0.0010326482009721527 0.0013650664844070404 0.0012659091194464067 0.0010074092972411353 0.0010247242470207288
leaf_count=592 113 332 67 273 69 130 133 479 61 105 103 71 78 584 68 81 77 94 52 64 129 75 80
internal_value=0 3.50851e-05 1.96834e-06 3.66377e-05 7.03572e-05 0.000382756 -1.31108e-05 4.82156e-05 0.000104624 -6.39502e-05 -0.000198924 -2.11747e-05 -0.000241785 -0.000443344 0.00041339 5.867e-05 0.000388462 0.000702461 0.000392417 0.00066065 0.000885488 0.000566901 -0.000787771
internal_weight=0 0.0311995 0.0300167 0.028661 0.0274112 0.00577961 0.0216316 0.0198545 0.0182196 0.0117853 0.00970816 0.00795264 0.00516891 0.00416693 0.00643429 0.00288909 0.00278372 0.0035452 0.00216991 0.004245 0.00287993 0.00207712 0.00250989
internal_count=3910 3318 3205 2873 2806 392 2414 2141 2008 1234 1054 951 813 742 774 560 138 214 120 262 198 180 664
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=16
num_cat=0
split_feature=403 484 132 42 133 160 123 160 13 2 2 3 2 52 13
split_gain=8.61319e-05 8.16156e-05 9.41489e-05 0.000129499 0.00020096 0.000339283 0.000174917 0.000205335 0.000181609 0.000252599 0.000215312 0.000135372 0.000116388 8.0621e-05 4.23357e-05
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.080815000000000012 -0.10770999999999999 -1.0000000180025095e-35 -0.082109999999999975 1.0000000180025095e-35 0.091575000000000017 -0.083514999999999992 0.096750000000000017 0.10393500000000001 -0.075679999999999983 0.11260500000000001 -0.044539999999999989 -0.13934999999999997
decision_type=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 10 11 14 -10 -11 -13 -7
right_child=1 2 -4 4 5 6 -8 -9 9 12 -12 13 -14 -15 -16
leaf_value=-0.0018081972935409943 -0.0013929320235633788 -0.0019215271505037585 0.0017150460940427974 -0.0025250037714324232 -0.002519606055051647 0.0024315047072837196 0.0031906288936686474 -0.0017899304598170524 -6.5448212212631434e-05 -0.0025553232641053599 -2.4215423218025167e-05 0.0034554476578277401 0.00014784268097888192 0.0010925922833170988 0.0042744011510347539
leaf_weight=0.0010278818738276288 0.0014051610085748087 0.0012376424004932997 0.001530901306082552 0.0010082247694864791 0.0014307185602505492 0.0010107412690139039 0.0010965119980994144 0.0013716673529849963 0.0018776439820556989 0.0014081813647388586 0.0012321288877524261 0.0011326147340939841 0.0011990433924461974 0.0012190373826932548 0.0010165708199380008
leaf_count=930 544 141 231 447 411 50 211 124 222 163 103 52 130 64 87
internal_value=0 8.64329e-05 0.000203403 6.09107e-05 0.000224447 0.000422524 0.000757554 0.000524908 0.000839409 0.000248902 0.00207797 0.00121124 -0.00131216 0.0022306 0.0033556
internal_weight=0 0.0191768 0.0177716 0.0162407 0.0150031 0.0139949 0.0125641 0.0114676 0.010096 0.00683652 0.00325944 0.0042293 0.00260722 0.00235165 0.00202731
internal_count=3910 2980 2436 2205 2064 1617 1206 995 871 631 240 338 293 116 137
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=17
num_cat=0
split_feature=4 2 12 0 15 42 43 151 15 151 12 16 48 16 15 1
split_gain=8.50381e-05 0.000142984 0.000240907 0.000172427 0.000160662 0.000171006 0.000229152 0.000144936 0.000155115 0.000113868 8.97839e-05 7.98727e-05 7.91648e-05 7.00818e-05 2.95219e-05 1.71706e-05
threshold=0.17888000000000001 0.10910500000000002 0.098355000000000012 0.012625000000000003 0.079360000000000014 0.087065000000000017 0.0047600000000000012 -0.0074049999999999993 -0.038029999999999987 -0.0008699999999999999 0.092365000000000017 -0.063614999999999991 0.086215000000000014 0.064860000000000015 -0.14487999999999998 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 7 12 -9 -2 15 -3 -1 -10 -12 -11
right_child=9 3 -4 -5 -6 -7 -8 8 13 10 14 -13 -14 -15 -16 -17
leaf_value=0.0026982598701427315 -0.0010677731707243975 0.0013166309710026026 -0.0037458446658643961 0.0033799601411799505 -0.0025495865884349249 -0.0021226098347039168 0.0029304458163342041 -0.0028856575310587762 0.0014095314125236391 0.001678006869083851 -0.000495410250088795 -0.0013666831891374551 -1.8228343571537538e-05 -0.00088773780736270077 0.0011122615429105865 0.0029334536440003716
leaf_weight=0.0010221850290017707 0.0013048612781691449 0.0010039338010321697 0.0010826348486766809 0.0010009799463404079 0.0013400111310089913 0.0014854838878351415 0.001425014188668014 0.0012914427885696387 0.0010570975083728741 0.0010655446266426552 0.0011225082669998887 0.0011157947879812192 0.0010220478363217461 0.0015753736647985406 0.0010560452904544437 0.0010117311331631178
leaf_count=217 131 141 334 83 1164 366 68 328 114 116 64 243 105 152 53 231
internal_value=0 -0.000288765 -0.0006499 0.00101905 -0.000321894 1.43205e-05 0.000443687 -0.000150076 -0.000926414 0.000715929 0.00126282 -9.58272e-05 0.00134011 3.47557e-05 0.000283902 0.00228947
internal_weight=0 0.014422 0.0113013 0.00312071 0.0102187 0.00887864 0.00739316 0.00596815 0.00392391 0.00556069 0.00425583 0.00211973 0.00204423 0.00263247 0.00217855 0.00207728
internal_count=3910 3315 2848 467 2514 1350 984 916 594 595 464 384 322 266 117 347
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=27
num_cat=0
split_feature=51 1213 1 44 47 1 48 49 3 49 3 124 43 160 16 51 2 2 16 48 0 2 12 0 13 12
split_gain=0.00048152 0.000401747 0.000425804 0.000669754 0.000419434 0.000374678 0.000498661 0.000475512 0.000433057 0.000429885 0.000430106 0.000406399 0.000432136 0.000360592 0.000300973 0.000413226 0.000326281 0.000433846 0.000402666 0.000277675 0.000357789 0.000223367 0.000179885 0.000111649 9.05122e-05 4.1474e-05
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.14000500000000002 1.0000000180025095e-35 0.11771000000000002 0.094695000000000015 0.12862000000000004 0.0062100000000000011 -0.115685 -0.088329999999999978 0.086245000000000016 -1.0000000180025095e-35 -0.083899999999999988 0.084835000000000008 -0.055679999999999993 -0.058534999999999997 0.114165 0.090310000000000015 -0.52908499999999992 0.086285000000000014 -0.065204999999999985 0.087995000000000004 0.091405000000000014 0.12500000000000003 -0.0071449999999999994 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 13 22 -10 11 -11 25 14 16 -16 17 18 -7 20 -12 -14 23 -3 -20 -13
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 19 12 21 -15 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00099896866157130602 -0.00086527305640334289 0.00052731657360290867 0.0008138473907928302 -0.0012291057687251299 -0.00089999998998351104 -0.00031331628628680709 -0.00072176995486696103 0.001385991944756581 -0.0012102613440791114 0.00049310607832992652 0.00097705195210243991 0.000179552223756992 -0.0014659936275039503 0.0011535162509492458 0.00045740091924915255 -0.00078076258217644838 0.0011775047358043552 -0.00070338283449812588 0.00053575727437093601 -0.00037422496458430044 -0.00010768186621258392 -0.00053571193638374834 0.00095380628626801859 -0.00012799731311043146 0.0011873347702764522 -0.00028130238621687661
leaf_weight=0.0012274954083974212 0.0012530086673527277 0.0012800386479927496 0.0018416603299166922 0.0010759303957073021 0.0011204273407399148 0.0010782966198203984 0.001077948668182672 0.0011869080869946211 0.0010324656094063975 0.0010480632680456309 0.0018104637809299717 0.0010034419294967113 0.0014481477604376767 0.0011409825381616398 0.001244293003290875 0.001586772443445403 0.0011345069739950864 0.0010291245640157154 0.0010291696154105271 0.0013066486394279764 0.0013913888450591827 0.0012392879648964461 0.0011036476907091419 0.0014177203228200597 0.0011887475056896997 0.0010176461573853102
leaf_count=145 580 104 156 62 95 22 30 76 103 58 45 213 558 94 154 158 111 54 101 34 44 572 61 21 30 229
internal_value=0 2.75752e-05 6.38584e-05 1.62169e-05 6.42135e-05 0.000104531 0.000320636 0.000426454 -6.288e-05 -0.000220898 -0.000121388 -0.000412773 -0.000614412 0.000305706 0.000189032 -0.000236572 0.000409718 0.000208333 0.000492983 0.000250662 0.000505673 -0.001037 0.000406741 0.000182937 0.000884986 -5.24945e-05
internal_weight=0 0.0320867 0.0308337 0.0289921 0.0279161 0.0267957 0.0116968 0.0106188 0.015099 0.0112976 0.0102651 0.00575659 0.00470852 0.00943189 0.00829091 0.00283107 0.00545985 0.00432534 0.00329621 0.0045085 0.00320185 0.00268744 0.00380141 0.00269776 0.00221792 0.00202109
internal_count=3910 3765 3185 3029 2967 2872 830 800 2042 1856 1753 1630 1572 724 630 312 318 207 153 123 89 1130 186 125 131 442
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=15
num_cat=0
split_feature=10 11 3 2 2 1 0 2 1 43 457 39 0 1
split_gain=8.53485e-05 0.000128552 0.000112253 9.82633e-05 0.000218476 0.000308672 0.00015611 0.000195069 0.000104791 0.000178233 0.000121626 0.000124177 0.000153688 4.39583e-05
threshold=0.08302000000000001 0.081005000000000008 -0.13927999999999999 0.097940000000000013 0.10393500000000001 0.084795000000000023 -0.13506999999999997 0.113945 1.0000000180025095e-35 -0.083899999999999988 0.084485000000000018 0.005105000000000001 -0.10131499999999999 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 -6 7 -7 9 -4 11 12 13 -10
right_child=-2 -3 3 4 5 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.001577467140515503 0.0019164683304868232 -0.0022512473567875974 -0.00017197363072116853 0.0028140657978521339 -0.0032850384130621354 0.0018164035904952064 0.0027083870087476524 -0.0017068720062465379 0.0017991337812657134 -0.0037313943986864739 -0.0021030576245341052 0.0022679206662355304 -0.0018296097906381433 -4.5446361988116895e-06
leaf_weight=0.0019250875120890845 0.001001469067439093 0.0012028684125839897 0.0014468509080426198 0.0014305159187293073 0.0011401726545003169 0.001281093471166006 0.0012332709381962306 0.0016414636778494737 0.0011324426836405443 0.0011610437012659694 0.0011944008842197373 0.0011382760935019567 0.0016883214675464525 0.0013637705443350079
leaf_count=162 95 211 435 185 338 88 233 139 76 1037 66 100 696 49
internal_value=0 -0.000110382 3.44805e-05 -0.000152906 0.000467619 -0.000166186 0.000689487 -0.000162456 -0.000610322 -0.00175664 -0.000151618 0.000286271 -0.000252776 0.00081372
internal_weight=0 0.0189796 0.0177767 0.0158516 0.00672652 0.005296 0.00415583 0.00292256 0.00912511 0.00260789 0.00651721 0.00532281 0.00418453 0.00249621
internal_count=3910 3815 3604 3442 983 798 460 227 2459 1472 987 921 821 125
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=16
num_cat=0
split_feature=47 47 42 43 16 50 16 2 16 49 12 3 3 12 1
split_gain=7.5283e-05 0.000158465 0.000175438 0.00013794 0.000147294 0.00010465 0.000118372 0.000233773 0.000139338 0.000115438 0.00026176 0.000268856 0.000228409 9.97648e-05 9.18836e-05
threshold=0.13177500000000003 0.11069000000000002 -0.09361499999999999 -0.18906999999999999 0.15737500000000001 0.086465000000000014 -0.0099649999999999982 0.092865000000000017 -0.055679999999999993 -0.029304999999999998 0.084100000000000022 0.090325000000000003 -0.115685 0.093225000000000016 0.092550000000000007
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 9 12 11 -11 -5 -6 -14
right_child=-2 -3 3 4 13 -7 7 -9 -10 10 -12 -13 14 -15 -16
leaf_value=-0.0022981232118120896 -0.0012527585581148303 0.0021417451882816728 0.0017003408002444857 0.0031970773289733815 -0.0026438951066029685 -0.0015054676379350437 -2.9793625390600665e-05 0.0031088317660861813 -0.0018219435307219405 0.0023188595929702609 -0.0020873645908033888 -0.0013855300417309894 -0.0011116156925145481 -0.00019425508586867079 0.0010838573006965015
leaf_weight=0.0010005382489877831 0.0013892953448535464 0.0010884866512534562 0.0015005014260089907 0.0010275651268161212 0.0010484811529238572 0.0010702055314067158 0.0017886581653292532 0.0012369381133417942 0.0011494564455562647 0.0014423805334141306 0.0016448661732431646 0.0010383160450054829 0.0010991401537616121 0.0010017752818179543 0.0012616330858103431
leaf_count=335 84 141 140 39 251 567 427 165 329 203 736 99 75 197 122
internal_value=0 8.73293e-05 -4.1853e-05 9.65588e-05 -6.59377e-05 0.00015598 0.000308097 0.00125335 -2.20245e-05 0.000253322 -0.000370222 0.000768357 0.00101254 -0.00144698 6.16784e-05
internal_weight=0 0.0183989 0.0173105 0.0163099 0.0148094 0.0127592 0.011689 0.0030256 0.00866336 0.0075139 0.00412556 0.0024807 0.00338834 0.00205026 0.00236077
internal_count=3910 3826 3685 3350 3210 2762 2195 592 1603 1274 1038 302 236 448 197
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=15
num_cat=0
split_feature=124 1 0 457 16 49 12 157 3 0 0 133 3 48
split_gain=7.55397e-05 0.000100066 0.000134887 0.000109209 0.000169802 0.000249079 0.000195115 0.000183739 0.000197375 0.000114656 0.000113502 0.000100747 0.000109675 9.12819e-05
threshold=0.10385500000000002 0.076710000000000014 -0.089879999999999974 -0.0034949999999999994 -0.072804999999999981 -0.029304999999999998 0.092365000000000017 -0.072409999999999988 0.082730000000000012 -0.055084999999999988 -0.14674999999999996 1.0000000180025095e-35 -0.115685 0.085575000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 13 10 -6 9 -9 -7 12 -4 -5
right_child=-2 3 11 4 7 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0024762726753539701 0.0015802474416127031 -0.001529068132411795 0.0017926222658875769 0.0037236327445675271 0.0014581533431382056 -8.1668008026450589e-05 -0.0020640332163248424 -0.0010850133632082746 -0.0030279313570553 0.0013625514471905446 0.0024653840545496575 -0.0014562767641699904 -0.00060193871881174385 0.0013369933797829621
leaf_weight=0.0012771439290574079 0.0010266580103689615 0.001195259057505226 0.0012095762062358517 0.0012514156254067599 0.0014708352144489067 0.0014949393409877318 0.0010619045972276864 0.0018403595487326433 0.0012345040125729678 0.0011064380575447896 0.0010938255288617761 0.0016159609251283104 0.0016093963098053801 0.0010761036419867642
leaf_count=476 49 132 38 96 222 144 140 434 134 152 342 817 665 69
internal_value=0 -9.41373e-05 -0.000755642 0.000200474 0.000378221 0.00108417 0.000104859 -0.000368449 -0.00101098 -0.000166023 0.000994533 -0.000260146 0.000425529 0.0026202
internal_weight=0 0.0185377 0.00571208 0.0128256 0.0116303 0.00597819 0.00365067 0.00565214 0.0041813 0.0029468 0.00258876 0.00443493 0.00281897 0.00232752
internal_count=3910 3861 1996 1865 1733 791 626 942 720 586 486 1520 703 165
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=23
num_cat=0
split_feature=51 31 124 1 44 47 0 0 1374 4 1 51 52 0 12 150 457 1 0 0 13 2
split_gain=0.000550726 0.000407408 0.000365961 0.000313511 0.000668947 0.000377169 0.000411027 0.000631934 0.000379102 0.000328442 0.000243078 0.000291154 0.000231841 0.000344527 0.000451601 0.000259307 0.00022412 0.000252786 0.00023568 0.000196778 0.000127866 0.000154147
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.11158000000000001 0.14000500000000002 1.0000000180025095e-35 0.11764000000000001 -0.10575999999999998 -0.089879999999999974 -0.095439999999999983 -0.49837999999999999 0.085990000000000011 0.092720000000000011 0.11588000000000002 -0.074249999999999997 0.085325000000000012 0.09202500000000001 0.041935000000000007 0.11561500000000001 -0.17106499999999999 -0.13870499999999999 -0.074599999999999986 0.094195000000000015
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 8 -8 -3 -9 19 16 13 14 -11 20 17 18 -12 -10 -15 -22
right_child=1 2 -4 -5 -6 -7 7 9 10 12 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.0010033730831204254 0.00089501638091852166 -0.00065642672412656263 0.0008228756263549444 0.00077054805599941097 -0.0013125575915060147 -0.00092724430050146424 -0.0010684998283465063 -0.00066151508061204503 -0.00060286129593332971 0.00021741389056782572 0.00058464493211587303 -0.00021195025587153617 -0.00053063452016098383 0.00076471626949825068 -0.001140452719765768 -0.00034320119530960124 0.0011050875827197631 0.00097537633235067435 -0.00022231373292924285 0.00030260075953633984 0.00058008660097935911 -4.7031567213900934e-05
leaf_weight=0.00130708737962859 0.0012248203549178596 0.0010512826136022122 0.0011961609981066814 0.0010709799493137584 0.0010169890975930676 0.001085199219761356 0.0016546613898813138 0.0018096097798235801 0.0010785990852437699 0.0013587686052687316 0.0018182648490032713 0.0013142526839162727 0.0014242948203152242 0.0020009276133469978 0.0010286977139014886 0.0011920515594510128 0.001521371630626156 0.0014186602878951127 0.0016503343178679844 0.0012256154976148723 0.0019634154237542422 0.0017919909190601824
leaf_count=145 112 25 32 127 57 99 437 160 129 339 48 47 377 99 901 38 77 50 90 104 186 231
internal_value=0 2.11941e-05 -1.48759e-05 -5.00665e-05 -8.21359e-05 -3.47157e-05 3.56356e-06 -0.000170336 0.000226848 -5.21037e-05 0.000319454 0.000450941 5.03853e-05 0.000139027 -0.000367656 0.000313123 0.000586884 0.000425571 0.0002007 -0.000121245 0.000449038 0.000280841
internal_weight=0 0.0308969 0.0296721 0.028476 0.027405 0.026388 0.0253028 0.0142244 0.0110784 0.0125698 0.0100271 0.00772288 0.0107601 0.00933585 0.00238747 0.00694839 0.00640863 0.00488726 0.0034686 0.00230421 0.00575633 0.00375541
internal_count=3910 3765 3653 3621 3494 3437 3338 2768 570 2331 545 312 2171 1794 1240 554 265 188 138 233 516 417
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=15
num_cat=0
split_feature=38 3 48 50 4 0 124 0 52 2 16 0 2 1
split_gain=8.68678e-05 0.000195515 0.000172139 0.00015792 0.000159515 0.000165143 0.000132134 9.59762e-05 0.000156559 0.000122446 0.000108439 8.10764e-05 0.000124368 7.62057e-05
threshold=1.0000000180025095e-35 0.16699000000000003 0.12862000000000004 0.086465000000000014 0.28937500000000005 -0.23029999999999998 -0.073304999999999995 -0.017269999999999997 -0.092084999999999986 0.093070000000000014 0.0015250000000000001 -0.10131499999999999 0.083715000000000026 0.11198000000000001
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 -8 -9 11 12 -10 -6
right_child=-2 -3 -4 -5 13 6 7 9 10 -11 -12 -13 -14 -15
leaf_value=0.0020681143197529743 -0.0019365132476094867 0.0026298464253504067 -0.0026877531437435867 -0.0023668731394119848 0.00057313589924486976 0.0017162426279336012 -0.0027169092991754669 0.0023512255625126773 0.0011152081508794601 -0.00058396198099274702 0.0012325867291643454 -0.0022811914964379516 -0.0018774638777771971 0.0030660217328030235
leaf_weight=0.0015173160656001246 0.0010137874526640047 0.0012984402397735592 0.0010962427660716192 0.0011210170594313082 0.0010374026454105243 0.0013029727773149454 0.001802085521737897 0.0010226687010905832 0.0013842810755380066 0.0017895211266355515 0.0013682238999637303 0.001407425503852572 0.0011759945223613899 0.0012239092717466621
leaf_count=64 95 166 107 659 83 146 437 62 60 172 212 1260 194 193
internal_value=0 9.76628e-05 -9.29499e-05 8.31516e-05 0.000265865 -2.74593e-05 -0.000310015 -0.000575352 -0.000992487 0.000483436 -0.000410103 -0.000976569 -0.000259396 0.00192238
internal_weight=0 0.0185475 0.0172491 0.0161528 0.0150318 0.0127705 0.0112532 0.0099502 0.00713801 0.00281219 0.00533593 0.0039677 0.00256028 0.00226131
internal_count=3910 3815 3649 3542 2883 2607 2543 2397 2163 234 1726 1514 254 276
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=25
num_cat=0
split_feature=1213 1374 1456 2 14 11 31 0 0 14 457 1 47 124 43 42 13 43 16 13 13 2 48 16
split_gain=0.000464707 0.000364726 0.000332813 0.000289428 0.000259113 0.000284337 0.000237115 0.000254396 0.000871483 0.00055415 0.000558807 0.000256216 0.000365507 0.000236229 0.000245569 0.000510589 0.000500979 0.000289185 0.000539098 0.000197186 0.000268167 0.000183735 0.000168737 6.03838e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 0.088315000000000018 -1.0000000180025095e-35 -0.10575999999999998 -0.089879999999999974 -0.13131999999999996 -0.0034949999999999994 1.0000000180025095e-35 0.09585500000000001 -0.061329999999999989 -0.074254999999999988 1.0000000180025095e-35 0.16421000000000002 0.021175000000000003 0.0032450000000000005 -0.062819999999999987 -0.083514999999999992 0.10113500000000002 0.09227500000000001 -0.075409999999999991
decision_type=2 2 2 2 2 2 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 9 -9 -8 -11 -12 22 -10 16 17 19 18 -16 20 -15 -19 23 -13
right_child=1 2 3 -5 -6 -7 7 8 13 10 11 12 -14 14 15 -17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=-0.00094564653273605131 -0.00079965514325686419 -0.00072658008537054028 0.00084398446181090938 0.00084131105279761781 -0.00066449704274308544 -0.00059377692777909136 -0.00057604420464742363 -0.0011974509641117404 0.00081556222357451842 -0.00051749669235821936 -3.856203212764866e-05 0.0014576395139292749 0.00018292993880505068 0.0008129138916078408 0.00044673825451958121 -0.0011511192011034461 -0.00044939296203482947 0.00088641258715653948 -0.0011166620942347166 0.001022666584424643 -0.00028424929991577178 -8.1269924780984586e-06 0.00052649779040954089 0.00097926255436811289
leaf_weight=0.0012256048506874067 0.0012245539887953951 0.0012219404373684161 0.0010818866114584982 0.0011977344009111322 0.001116972476497168 0.0013455934580548492 0.0014382825650329778 0.0013793614674822976 0.0010133263302977676 0.0011555834609787291 0.0010702464081882804 0.0015969230839154441 0.0016330700766644668 0.001116540983698705 0.0010115896555855253 0.0010741662671343716 0.0015929200371977981 0.0010832807313032045 0.0011010344869474831 0.0014892812257880066 0.0010179984187819041 0.0011124857742700056 0.0010132811683458698 0.0010424379398858985
leaf_count=592 68 332 106 163 86 117 42 333 76 79 89 107 55 149 223 395 87 92 155 155 266 45 39 59
internal_value=0 2.61859e-05 6.24251e-05 9.8556e-05 6.365e-05 9.70248e-05 0.000137398 0.000102558 -3.56126e-05 0.000303133 0.000471475 0.000651281 0.00079096 0.000102392 3.42106e-05 -0.000197465 0.000273251 4.02992e-05 -0.000368058 0.000590902 0.000289658 0.000433194 0.00106281 0.0012687
internal_weight=0 0.0291305 0.0279059 0.026684 0.0254863 0.0243693 0.0230237 0.0219418 0.012992 0.00894982 0.00751154 0.00635596 0.00528571 0.0116126 0.0105993 0.00538256 0.00521674 0.00430839 0.00211262 0.00362382 0.00213454 0.00219577 0.00365264 0.00263936
internal_count=3910 3318 3250 2918 2755 2669 2552 2446 1976 470 428 349 260 1643 1567 910 657 515 378 570 415 137 205 166
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=15
num_cat=0
split_feature=14 48 11 150 150 42 49 156 43 3 15 42 1 3
split_gain=7.88584e-05 7.67546e-05 0.000121421 0.000105296 0.000114142 9.26399e-05 0.000167241 0.000124348 0.000122649 0.000138375 0.000139439 0.000137676 0.000126142 7.00033e-05
threshold=0.064610000000000015 -0.064549999999999982 0.079700000000000007 0.11398500000000002 0.08486500000000001 0.10138000000000001 -0.0019649999999999997 0.088855000000000003 -0.074254999999999988 -0.040669999999999991 -0.10192499999999999 -1.0000000180025095e-35 0.094165000000000013 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 11 -10 -11 -8 -12 -13
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 12 13 -14 -15
leaf_value=0.0012882408943066781 -0.00141634898021266 -0.0015242586600637395 -0.0015298734393615729 -0.001500180563842205 0.0014647971566863938 -0.0013466900783189518 7.6804126528778352e-06 -0.0013171084293449366 -0.0014925291462766768 -0.00055993744094835188 0.00042218512633022975 0.0011513933759635261 0.0027445509547451971 0.0029650878781883397
leaf_weight=0.0013188550813755797 0.0010280017877597183 0.0013768066129236116 0.0013454002402948353 0.0010422323094957933 0.0017740496304895778 0.0011807599136996827 0.0013313438660205595 0.0010234283266719177 0.0011542428118046354 0.0018931301730051864 0.0017201078835475687 0.0010960415895152273 0.0010190977679583879 0.0012422602483143294
leaf_count=194 138 289 189 87 244 405 327 205 1026 167 90 205 58 286
internal_value=0 7.20989e-05 -2.1158e-05 0.000106878 0.000219963 5.05715e-05 0.000189722 0.000414903 0.000602355 0.00012795 0.000531726 0.00135043 0.0012862 0.00211495
internal_weight=0 0.0185178 0.0171989 0.0158535 0.0148113 0.0130372 0.0118565 0.0104797 0.00945622 0.00578658 0.00463234 0.00366965 0.00273921 0.0023383
internal_count=3910 3772 3578 3389 3302 3058 2653 2364 2159 1341 315 818 148 491
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=23
num_cat=0
split_feature=1213 1374 46 31 39 47 0 1 16 0 0 132 13 475 15 1 15 52 1 2 48 42
split_gain=0.000480383 0.000378932 0.000324678 0.000264672 0.000311645 0.000384976 0.000448495 0.000322446 0.000367748 0.000323973 0.000314123 0.000431848 0.000417386 0.00039999 0.000302842 0.000284665 0.000174386 0.000265129 0.000166904 0.000263661 0.000101209 7.21725e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.083550000000000013 -1.0000000180025095e-35 0.11742500000000002 0.11926500000000002 -0.23029999999999998 0.11327500000000001 -0.09601999999999998 -0.10303999999999998 -0.074514999999999984 0.080815000000000012 -0.083514999999999992 -0.028044999999999997 -0.03231499999999999 1.0000000180025095e-35 0.024640000000000006 0.091210000000000013 0.085835000000000009 0.087995000000000004 0.086065000000000016 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
left_child=-1 -2 3 -3 5 6 20 10 9 -9 12 14 21 -14 -12 16 17 -16 -15 -20 -5 -8
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 13 18 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00099091984511224824 -0.00081552898278099899 0.00082037251904186774 -0.00078240807964715991 0.0010111688728040166 0.00087285584009900302 -0.00073606517027910293 0.00033365114211240449 0.0013240937992824598 -0.00014321860368582789 0.00018149585863789123 0.00072180118000894807 0.0010937717494306943 0.00026030355550029852 -0.0013463614496448608 -0.00078389269867763258 -0.00080188571902887443 0.00058557875969952812 0.00017696462560821616 -0.0012151557840188272 -0.00017731620715627863 0.00039655780727533384 -0.00012286220068645989
leaf_weight=0.0011758922057632923 0.0012405651901126183 0.0012407442900317358 0.0010559891558408188 0.0012956059913879969 0.0011607235708686039 0.0015050267972318556 0.0017033811408780292 0.0013102920704808896 0.0018509074650299153 0.0011665717382208611 0.0011532609940821809 0.0010065500404163874 0.0010063333428746773 0.0011936692021948109 0.0010852214281589353 0.0013322355210174663 0.0010661878519475643 0.0020886475977528463 0.0010769813864160982 0.0014002045451243506 0.0013717973998730315 0.0017419835419056617
leaf_count=592 68 109 61 61 73 102 181 75 191 100 188 72 122 678 31 253 109 36 237 91 25 455
internal_value=0 3.72233e-05 7.52603e-05 0.00010911 7.45233e-05 3.64757e-05 8.73598e-05 7.03999e-06 0.000388559 0.000785945 -9.71014e-05 0.000130407 -0.000313673 -0.000620488 -1.37712e-05 -0.000166008 3.37865e-05 -0.000151575 -0.000861949 -0.000628527 0.000695085 0.000102837
internal_weight=0 0.0290529 0.0278123 0.0267563 0.0255156 0.0243549 0.0228498 0.0201824 0.00432777 0.00247686 0.0158547 0.0077321 0.00812255 0.00467719 0.00672555 0.00557229 0.00424006 0.00317387 0.00367086 0.00247719 0.0026674 0.00344536
internal_count=3910 3318 3250 3189 3080 3007 2905 2819 366 175 2453 689 1764 1128 617 429 176 67 1006 328 86 636
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=17
num_cat=0
split_feature=15 158 156 159 42 43 16 42 42 15 16 14 0 16 47 2
split_gain=7.67822e-05 0.000121156 0.00010294 9.57886e-05 0.000114952 0.000164643 0.000178441 0.00023492 0.000142879 0.000189905 0.000120463 9.36783e-05 8.90051e-05 0.000149579 8.00525e-05 4.52428e-05
threshold=-0.26361999999999991 0.085745000000000002 0.088820000000000024 0.073745000000000019 -1.0000000180025095e-35 -0.074254999999999988 0.20277000000000003 0.086895000000000014 0.060615000000000009 -0.10192499999999999 0.15100500000000003 -0.10523499999999998 -0.11524 -0.094359999999999986 0.096850000000000006 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 14 6 7 -6 9 -7 12 -1 13 -11 -2 -14
right_child=1 -3 -4 -5 5 8 -8 -9 -10 10 -12 -13 15 -15 -16 -17
leaf_value=-0.00013842106163213796 -0.0031271428229663095 -0.0026305761732703598 -0.002315542932611144 0.00217703770755465 0.0034191427026650759 -0.0028201666375263943 0.0040494853543635032 -0.0010550512254307721 -0.002561698451303226 -0.0017446159018608559 -0.0016717580590561356 0.0029484975974051466 0.0034166342872078005 0.0018868914995595529 -0.00016653349394336051 0.0011969321656189137
leaf_weight=0.0011727184611872929 0.0010387368470429524 0.0010529517167149329 0.0010184353916509589 0.0011856319633326848 0.0010074905017331522 0.0010598734270099719 0.0010984514038578919 0.0018721663720804305 0.0013764172405480619 0.0011741459176569102 0.0010382105703975464 0.0010312113494650435 0.0010230113049178903 0.0013737735297052467 0.0010010105101130734 0.0010270952755266904
leaf_count=127 771 335 334 276 318 74 105 268 714 85 78 175 72 65 69 44
internal_value=0 -0.000174464 -1.57499e-05 0.000137575 -3.40353e-05 0.00024359 0.00148756 0.000510312 -0.000369435 8.11949e-05 0.000626785 0.00130594 0.00114578 0.000213401 -0.00167422 0.00230457
internal_weight=0 0.0173474 0.0162945 0.015276 0.0140904 0.0120506 0.00397811 0.00287966 0.00807253 0.00669611 0.00563624 0.00220393 0.00459803 0.00254792 0.00203975 0.00205011
internal_count=3910 3608 3273 2939 2663 1823 691 586 1132 418 344 302 266 150 840 116
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=15
num_cat=0
split_feature=484 52 15 11 43 48 12 13 15 16 15 12 0 4
split_gain=7.52487e-05 7.74951e-05 0.000147119 0.000107785 0.000128827 0.000284444 0.000216338 0.000204945 0.000191609 0.000157192 0.000133005 0.00017874 0.000122185 4.15692e-05
threshold=-0.0043499999999999988 0.28122000000000008 -0.26361999999999991 0.078340000000000007 -0.06705499999999999 0.086665000000000006 -0.013124999999999998 -0.10939499999999998 1.0000000180025095e-35 -0.094359999999999986 -0.017214999999999998 0.084100000000000022 -0.10131499999999999 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -6 13 9 -9 -4 -12 -11 -8
right_child=1 -3 3 -5 6 -7 7 8 -10 12 11 -13 -14 -15
leaf_value=-0.0014207488314295314 0.0019503181945669911 -0.0015330671437342399 -0.0010768473084752364 -0.0019125923356985662 -0.003051969444151338 0.0037288023539989424 0.00077713288190599413 -0.0017101065823846631 -0.0029341749517685671 0.0019465502875404828 0.0025535001872554158 -0.00064691735617491584 -0.00070243850070587747 0.0025387422606317021
leaf_weight=0.0013646572668351243 0.0016977387058488063 0.0010659077338925549 0.0018936563160947134 0.0010599984447938757 0.0010101400239364549 0.0011035583075890421 0.0010130935196990265 0.0014159252723601259 0.001107547359578194 0.0016371435604189966 0.0014781696092073795 0.0012660674917819303 0.0011644839541121652 0.0010831906892514453
leaf_count=612 272 287 370 190 130 184 30 156 834 62 109 325 245 104
internal_value=0 0.000101849 0.000204778 1.0235e-05 0.000154043 0.000876301 -0.000337778 3.16563e-05 -0.000620142 -1.24668e-05 0.000197565 0.00107697 0.00084551 0.00168739
internal_weight=0 0.0179966 0.0169307 0.015233 0.014173 0.00574145 0.00843152 0.00742138 0.0053251 0.00421755 0.00463789 0.00274424 0.00280163 0.00209628
internal_count=3910 3298 3011 2739 2549 988 1561 1431 1297 463 804 434 307 134
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=14
num_cat=0
split_feature=14 1 4 157 16 39 0 51 1 3 3 4 2
split_gain=8.46519e-05 8.00668e-05 0.000189192 0.000137162 0.000209714 0.000181727 0.000121725 0.000202889 0.000207017 0.000151837 0.00011231 8.52964e-05 7.91705e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.084009999999999987 -0.073574999999999988 -0.063614999999999991 0.005105000000000001 -0.15713499999999997 0.077145000000000005 0.11377000000000002 0.11265500000000002 -0.074234999999999982 -0.0031049999999999997 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 6 10 9 8 -8 -5 -6 -4 -1
right_child=-2 3 11 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00078961405236495168 -0.0018573093360014729 0.0022885374171608078 -0.0031365912880948034 0.0011369217499879792 -0.00018265387697928134 0.00094212215734057209 -0.0013161584812003684 0.0041671117290244235 0.0028053512921216027 -0.0018845473463767332 -0.0028340831270802676 -0.00079580205504749713 0.0014622030512867088
leaf_weight=0.0010909502964649483 0.0010275951259803703 0.0014899054900303641 0.0011787636127600833 0.0019184473833742189 0.001101076312162913 0.0015048353450987095 0.0011272347173832131 0.0010818278303620782 0.0010231872402565283 0.0011835484917095407 0.0019451755973565179 0.0016359175108806015 0.0018564585421140256
leaf_count=341 138 246 1046 114 280 129 325 157 192 81 265 534 62
internal_value=0 9.99602e-05 -0.000545996 0.000400727 0.000142337 -0.000943987 0.000922848 0.00182377 0.000644887 -1.59022e-05 -0.00187572 -0.0017761 0.000628718
internal_weight=0 0.0181373 0.00576209 0.0123752 0.0108853 0.00455109 0.00633425 0.00323225 0.00215042 0.003102 0.00304625 0.00281468 0.00294741
internal_count=3910 3772 1983 1789 1543 674 869 674 517 195 545 1580 403
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=22
num_cat=0
split_feature=31 1213 1456 1374 3 39 48 13 43 39 2 51 49 0 52 13 1 3 48 13 52
split_gain=0.000455084 0.000411094 0.00035187 0.000362216 0.000254133 0.000212387 0.000315559 0.000285295 0.000470343 0.000274263 0.000365015 0.000266136 0.000306456 0.000481445 0.000342206 0.000413501 0.000444414 0.000283638 0.00019912 0.000189757 0.000167499
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.31335500000000011 0.005105000000000001 0.11930500000000001 0.16421000000000002 -0.15648499999999999 0.088025000000000006 0.096540000000000015 0.092720000000000011 -0.085974999999999982 -0.17106499999999999 -0.053514999999999993 -0.083924999999999986 0.10373000000000002 -0.080744999999999997 0.016865000000000002 0.25430000000000003 -0.098644999999999983
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 -5 -7 -11 12 -10 18 20 17 -17 -16 -14 -9 -15
right_child=1 2 3 4 -6 9 -8 19 11 10 -12 -13 13 14 15 16 -18 -19 -20 -21 -22
leaf_value=0.00095851223978077544 -0.0010095686337206965 -0.00084060254624758869 -0.00083644370657325962 0.0010456847314624178 0.00083739938726935315 0.00098448266674244149 -0.00081287238120363514 -0.00096057904515736215 -0.00051938462686780562 -0.00043295019857884085 0.0007972196784211792 -0.00065093302877326526 0.00033267278631695637 5.7914025575058789e-05 0.00079121156710291898 -0.001141832129256232 8.3436814598273471e-05 -0.00019826189751273991 0.0012481047983017193 -1.215874595308049e-05 0.00078646121648536589
leaf_weight=0.0011846834426557781 0.0011303278986581405 0.0012876316749460262 0.001216181993136888 0.0012258994060880745 0.0010490862647291035 0.0012752296836604513 0.0012735272090366725 0.0012006301567675228 0.0019140643940277488 0.0015188602709821086 0.0010593429997672755 0.0014282990321134456 0.0011848800548639416 0.0015930169750325573 0.0012653216761288749 0.0018087843191546358 0.0013284303118033525 0.0018389680551485574 0.0012777430877690676 0.0010008069299251021 0.0016750157680416166
leaf_count=113 592 332 67 61 135 88 91 63 136 66 164 190 65 376 187 775 67 106 30 68 138
internal_value=0 -5.89091e-05 -1.97228e-05 2.07221e-05 6.25583e-05 2.85023e-05 -3.80738e-05 1.45745e-05 8.69761e-05 0.00037431 7.25072e-05 1.02332e-05 7.8239e-05 0.000173785 9.63714e-06 -0.000211159 -0.000623001 0.000205052 0.000807649 -0.000529413 0.000431328
internal_weight=0 0.028552 0.0274217 0.0261341 0.0249179 0.0238688 0.0200154 0.0187419 0.0165404 0.00385343 0.0025782 0.0153145 0.0138862 0.0119722 0.00950954 0.0062415 0.00313721 0.00310429 0.00246262 0.00220144 0.00326803
internal_count=3910 3797 3205 2873 2806 2671 2353 2262 2131 318 230 2070 1880 1744 1649 1135 842 293 95 131 514
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 31 2 0 16 13 0 0 0 49 0 49 12 3 49 2 15 2 0
split_gain=0.000394146 0.00034294 0.000361959 0.000253745 0.000234522 0.000208425 0.000328694 0.00021921 0.000358985 0.000493358 0.000356285 0.000237143 0.000248624 0.000291754 0.000765006 0.000458925 0.000157823 0.000163542 0.000184419 0.000135063 0.000113024
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 -0.23029999999999998 -0.11807499999999999 -0.083354999999999985 -0.075584999999999986 -0.10575999999999998 -0.15007499999999999 0.0037600000000000003 -0.053834999999999994 -0.029304999999999998 -1.0000000180025095e-35 -0.13927999999999999 0.073145000000000016 0.11260500000000001 0.041585000000000004 0.084925000000000014 -0.089879999999999974
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 -5 16 9 10 -9 12 -10 -14 -15 -16 17 18 20 -11 -7
right_child=1 2 3 4 -6 7 -8 8 11 19 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00080447825010287891 -0.00067661383991572622 -0.00066430401170142715 0.00072325964956029029 -0.00018077404273183316 0.00066003250780182995 -0.00036580724795212894 0.00082468964743006657 -0.00048139119470744121 0.00042409468351733444 -0.0012594370515432115 0.00037925401449537667 0.00066039291383716934 0.00043930565650287254 0.00054946034726926064 -0.00020205683263856738 -0.0012727561389724374 -0.00022372028094199572 0.00069839348564948076 0.00059192630472744195 -0.00056566290492275541 0.0001816800096396036
leaf_weight=0.0011016722225434391 0.0012344381266258244 0.001227005838847813 0.001077896795958321 0.0010196798054717959 0.0011088768903088414 0.0011320787056395207 0.001394499665404495 0.0018421538090295508 0.0016903004408708178 0.0010036410009069434 0.0016535069148659823 0.0010522469766698489 0.0011238233155541621 0.001244209779461259 0.0015236080603386881 0.0013839159898572824 0.0013953766752533431 0.0013074283588656588 0.0012079734432565159 0.0010300619200628927 0.0017223337278687812
leaf_count=592 68 332 112 62 159 177 38 86 270 344 138 135 61 37 125 106 156 106 144 503 159
internal_value=0 1.6623e-05 4.93597e-05 8.4508e-05 5.56224e-05 2.61323e-05 0.000400011 -1.83035e-05 -0.00011711 -0.000380946 -7.42914e-05 6.48341e-05 -2.51297e-05 -0.000169062 -0.00033374 -0.000711686 0.000179559 0.000284353 0.000151099 -0.000908043 -3.5457e-05
internal_weight=0 0.0273751 0.0261406 0.0249136 0.0238357 0.0227268 0.00241418 0.0203127 0.0135475 0.00552936 0.00349566 0.0080181 0.00696586 0.00527556 0.00415173 0.00290752 0.00676519 0.00536981 0.00406239 0.0020337 0.00285441
internal_count=3910 3318 3250 2918 2806 2647 100 2547 1805 1071 224 734 599 329 268 231 742 586 480 847 336
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=16
num_cat=0
split_feature=2 13 150 1 0 3 123 1 16 0 42 2 150 0 15
split_gain=7.72134e-05 0.000156042 0.000131274 0.000142346 0.000256994 0.000128291 0.000111435 0.000135389 0.00012864 0.000220618 0.000161723 7.88409e-05 8.74579e-05 5.07945e-05 2.23514e-05
threshold=0.097940000000000013 -0.089899999999999994 0.081245000000000026 0.10593500000000002 0.10302000000000001 0.12046500000000002 0.084845000000000018 0.12958500000000003 0.070590000000000014 -0.073129999999999987 0.085330000000000003 0.084065000000000015 0.084800000000000014 -0.029849999999999998 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 13 3 4 -3 -5 7 8 9 10 11 14 -13 -2 -1
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0014644497557506292 0.0024664742280574546 -0.0042796107040848222 0.0017341764341676383 0.0021846071792423582 0.00022245621407274355 -0.00099656360691079224 -0.0024151392381192901 0.0015403573261428133 -0.002289131208879777 0.0021125401007119271 -0.0029878512708036448 -0.0022393095199390359 0.00021668889940192428 0.00061789550802992231 9.2546849126527695e-05
leaf_weight=0.0010029901303778288 0.0016541394058162615 0.0010000844477089949 0.0012177943922146856 0.0010120456161841433 0.0011567013272699711 0.0011406726367892972 0.001014282588255388 0.0016661410243745825 0.0013997787717108662 0.0014677499333619424 0.0010752377456050358 0.0011770442096783115 0.0012806500813502542 0.0010143470611868044 0.0010064362681969936
leaf_count=99 225 458 133 183 87 60 112 87 307 208 823 717 103 36 272
internal_value=0 0.000472198 -0.000151361 -0.000684183 -0.00186512 0.000498983 -0.000360289 -0.000153442 -0.000489012 -0.000129565 -0.000723328 -0.000178256 -0.000959543 0.00176379 0.000777322
internal_weight=0 0.00819578 0.0055273 0.0043095 0.00215679 0.00215272 0.0110903 0.010076 0.00840989 0.00701011 0.00554236 0.00446712 0.00245769 0.00266849 0.00200943
internal_count=3910 1182 921 788 545 243 2728 2616 2529 2222 2014 1191 820 261 371
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=14
num_cat=0
split_feature=14 48 484 457 1 42 42 160 49 474 4 16 3
split_gain=7.57278e-05 8.59654e-05 0.000107126 0.000120959 0.000130917 0.000200972 0.000146081 0.000139983 0.000206247 0.000152965 0.000142075 0.000198212 7.19891e-05
threshold=0.064610000000000015 -0.064549999999999982 -0.0043499999999999988 0.090150000000000022 0.12864500000000004 0.093230000000000021 0.088115000000000013 0.084835000000000008 -0.0019649999999999997 0.080165000000000014 -0.060264999999999992 -0.25582999999999995 -0.013944999999999997
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 -4 10 12 -12 -10
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.0016003939421450524 -0.0016254979024980783 -0.0018172081797774766 -0.0027174634063311964 -0.0017240102495730567 0.0017221596173535448 -0.0018428964693844047 0.0024965975724563719 0.0016929322965986162 0.0018388479923165653 0.0023349396327522155 0.00076840870153609402 -0.0023452833217210423 -0.00028178639911103249
leaf_weight=0.0013060347150529719 0.0010263719787594735 0.001174297697257967 0.0010860024572181574 0.0012527844601404334 0.0019865396375125322 0.0018378155138110914 0.001073056568911838 0.0017177587571415298 0.0013328213215674763 0.0010296618899389154 0.0012897729830093629 0.001898098697066624 0.0010955396093050851
leaf_count=194 138 556 177 97 268 514 326 210 758 157 81 374 60
internal_value=0 8.58595e-05 -3.20621e-05 0.000102317 0.000261792 2.70865e-05 0.000353683 0.000110344 -0.000241252 0.000163385 -0.000234741 -0.00108552 0.000882137
internal_weight=0 0.0180802 0.0167741 0.0155999 0.0143471 0.0123605 0.0105227 0.00944966 0.0077319 0.00664589 0.00561623 0.00318787 0.00242836
internal_count=3910 3772 3578 3022 2925 2657 2143 1817 1607 1430 1273 455 818
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=23
num_cat=0
split_feature=1213 31 1456 2 1374 457 148 14 40 47 0 0 2 0 16 3 2 0 3 2 2 49
split_gain=0.000475287 0.000366213 0.00032139 0.000281034 0.000232903 0.000190414 0.000286805 0.00018856 0.00032346 0.000472458 0.000341648 0.000810832 0.000279949 0.000214904 0.000208102 0.000192629 0.000208414 0.000225216 0.000201721 0.00014416 0.000303439 0.000137967
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 -0.094679999999999986 0.090920000000000015 -0.080629999999999993 -0.13131999999999996 0.028705000000000001 0.13177500000000003 -0.10575999999999998 -0.089879999999999974 0.10113500000000002 0.076335000000000014 0.20277000000000003 -0.13927999999999999 0.097360000000000016 -0.053834999999999994 -0.075679999999999983 0.099675000000000014 0.083795000000000022 0.010625000000000001
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 -6 -8 9 10 19 -12 15 -14 -15 -13 17 18 -17 20 -9 -21
right_child=1 2 3 -5 5 -7 7 8 -10 -11 11 12 13 14 -16 16 -18 -19 -20 21 -22 -23
leaf_value=-0.00103841284268686 0.00093953814095648245 -0.00083445352294018516 -0.00071632028029175161 0.00084165082666246775 -0.00077936475514441374 0.00069277562231327499 -0.0004457783408596919 0.00067140343759700073 0.00092835399004679968 -0.0010064175678990625 -0.001310384348198831 0.00093110321939681383 -0.00088884289347113089 -0.00050177071826994636 0.00052358197522286369 -5.7781958448741422e-05 0.00082220929906929642 -0.00041372153651352185 0.00084470094523973001 0.001056718087983534 -0.00033434983869621248 0.00028471081501697164
leaf_weight=0.0011221146210702573 0.0010986899665314511 0.0011644522066438434 0.0011368943329421724 0.0010572523801052882 0.0011648307692055928 0.0010679292843963619 0.0018687151580131086 0.0016519103884906515 0.0011196676139806341 0.0010558825019670861 0.0011984329476857529 0.001002061140565216 0.0010679315949253219 0.0010442516345072761 0.0010050435547590553 0.0015403218306339807 0.0010163116146882367 0.0018556965235772618 0.0010973206980909034 0.0013777149618037915 0.0014640160917121503 0.0010595949574128127
leaf_count=592 113 332 66 160 83 114 111 65 49 37 307 66 257 19 81 791 66 106 164 131 131 69
internal_value=0 2.98862e-05 -8.52922e-06 3.01702e-05 -5.88598e-06 2.97615e-05 -3.03428e-06 4.12399e-05 9.02855e-05 3.64697e-05 0.000103693 -6.26723e-05 9.26199e-05 -0.000303788 1.09686e-06 0.000282385 0.0001644 1.5615e-05 0.000317672 0.000428064 0.000198851 0.000721096
internal_weight=0 0.0271149 0.0260162 0.0248518 0.0237945 0.0226576 0.0215897 0.0204249 0.0185562 0.0174365 0.0163806 0.0108274 0.00962894 0.00311723 0.0020493 0.00651171 0.00550965 0.00449334 0.00263764 0.00555324 0.00311593 0.00243731
internal_count=3910 3318 3205 2873 2713 2647 2533 2450 2339 2290 2253 1857 1550 357 100 1193 1127 1061 955 396 196 200
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=14
num_cat=0
split_feature=47 47 42 43 16 124 1 42 1 151 3 12 4
split_gain=7.84056e-05 0.000132504 0.000118069 0.000115144 0.000121315 8.58759e-05 0.000107565 0.000225696 0.000147365 0.000114083 0.000130045 0.000234974 6.47548e-05
threshold=0.13177500000000003 0.11069000000000002 -0.089024999999999979 -0.18906999999999999 0.15737500000000001 -1.0000000180025095e-35 0.094695000000000015 0.084100000000000022 0.089175000000000018 -0.0060399999999999994 0.12046500000000002 0.092475000000000016 -0.060264999999999992
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 12 -8 11 -11 -7
right_child=-2 -3 3 4 -6 6 9 -9 -10 10 -12 -13 -14
leaf_value=-0.0019287047759854307 -0.0015158509002950247 0.0022959705496659187 0.0018220558690134399 0.0017968399829845856 -0.0015161118224326325 0.0016992687052198039 -0.0010337138561281876 -0.003079281941810532 -0.0019932506080022473 0.0035278801634290279 -0.00059344135683480433 -0.00023628003316801037 -7.4751120998936527e-05
leaf_weight=0.0012383659285478436 0.0013038073476936409 0.0010548670094062363 0.0014592436106941583 0.0012042741330491784 0.0019952950706980952 0.0014907907165844121 0.0012209149979869327 0.0011848449439583845 0.0010873953226626099 0.0016073830331398732 0.001161112279756793 0.001161504534399227 0.0019063652020710059
leaf_count=449 84 141 138 247 444 348 127 1083 85 125 112 149 378
internal_value=0 0.000104153 -3.41503e-05 0.000117418 -6.00069e-05 0.000181611 1.84039e-06 -0.000604151 4.97931e-05 0.00066883 0.00119775 0.00194887 0.000703751
internal_weight=0 0.0177724 0.0167175 0.0154791 0.0140199 0.0120246 0.0108203 0.0056694 0.00448455 0.00515091 0.00393 0.00276889 0.00339716
internal_count=3910 3826 3685 3236 3098 2654 2407 1894 811 513 386 274 726
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=15
num_cat=0
split_feature=52 52 14 13 15 47 1 0 52 0 150 15 16 43
split_gain=6.9847e-05 9.2875e-05 9.38144e-05 0.00016144 0.000129623 0.000116173 0.000158505 0.000222599 0.00017503 0.000168639 0.000120383 0.000106574 9.98201e-05 6.52837e-05
threshold=-0.40083499999999994 -0.15154999999999999 -0.13131999999999996 -0.45122499999999993 -0.15202999999999997 0.09252500000000001 1.0000000180025095e-35 -0.087899999999999992 -0.0066199999999999991 -0.084074999999999997 0.087235000000000021 0.041585000000000004 -0.23935499999999996 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 9 8 10 -6 -8 -11 -10 -9
right_child=1 2 3 4 5 -7 7 13 12 11 -12 -13 -14 -15
leaf_value=-0.0016108460194919981 0.0016609941605280733 -0.0016881858061369506 0.0024266155777395658 0.0017849630691815438 -0.0030350782791937663 -0.0017331471494202017 0.0016203114303616364 -5.6110155140203482e-05 0.0010631551601084015 -0.0011144157292575355 -0.0013692351319663908 0.0014207264837942924 0.0036565906269753891 -0.0023511840714923976
leaf_weight=0.0010415443005725019 0.0014058081764352489 0.0013032247774629807 0.0011180154890421444 0.0013533345101828581 0.0011952064192967665 0.0019263757224885067 0.0010333788954762224 0.0010152459626232013 0.0010782275492220439 0.0018496809809797708 0.0011651289585090652 0.0010609342739748839 0.0013702877256654977 0.0010005512834627001
leaf_count=401 181 135 86 238 841 238 96 278 108 215 67 557 101 368
internal_value=0 8.78226e-05 -4.64598e-05 9.46114e-05 -9.09774e-05 -0.000290959 -3.297e-05 0.000574309 0.00134193 -0.00101845 3.59608e-05 -0.000190343 0.00251455 -0.00119528
internal_weight=0 0.0178754 0.0164696 0.0151664 0.0140484 0.012695 0.0107686 0.00666282 0.00464702 0.00410582 0.00219851 0.00291062 0.00244852 0.0020158
internal_count=3910 3509 3328 3193 3107 2869 2631 1018 372 1613 163 772 209 646
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=15
num_cat=0
split_feature=14 132 13 2 0 0 0 457 16 16 16 150 0 42
split_gain=7.70052e-05 7.50268e-05 0.000119826 0.000175242 0.000148358 0.000122798 0.000126369 0.000103374 8.25431e-05 8.08365e-05 0.000234843 0.000123615 0.000203661 0.000114283
threshold=0.064610000000000015 0.080815000000000012 -0.090929999999999983 0.097940000000000013 0.15480500000000005 1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.15168999999999996 -0.072804999999999981 -0.010344999999999998 0.077110000000000012 -0.11756999999999999 0.085195000000000007
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 -4 -5 11 -11 12 -9 -12
right_child=-2 -3 4 8 -6 -7 -8 9 -10 10 13 -13 -14 -15
leaf_value=-0.0007458988804907382 -0.0016351924352988141 0.0013651590664856288 -0.0018406887181728706 0.00080116302025037378 -0.0025815993652366599 0.001810180146616797 -0.001915876122940776 -0.0017862064719180826 0.0031475797383730257 -0.002442362531993239 -0.00038905909903899503 0.0025653531581138582 0.0017374797345552759 0.0021673956424822123
leaf_weight=0.0014238816559278772 0.0010284248185823399 0.001578409519252851 0.0010557171751395681 0.001101601235725988 0.0010033141806674575 0.0011133456432412406 0.0015995388410209284 0.0011440724631995025 0.0011521206047896415 0.0013805717561403315 0.0015964908106188098 0.0011191493844419226 0.0013351340113550332 0.001115984826654641
leaf_count=289 138 355 238 89 47 238 197 102 123 477 313 93 870 341
internal_value=0 8.98524e-05 -3.48589e-05 0.000937263 -0.000321707 -0.000123855 -0.000331966 -4.23248e-05 0.00200067 0.000204518 -0.000384605 0.000874631 0.000111414 0.000662735
internal_weight=0 0.0177193 0.0161409 0.0036776 0.0124633 0.01146 0.0103467 0.00874712 0.00225372 0.0076914 0.00409305 0.00359836 0.00247921 0.00271248
internal_count=3910 3772 3417 501 2916 2869 2631 2434 212 2196 1131 1065 972 654
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=14
num_cat=0
split_feature=4 2 3 158 49 159 457 150 2 0 0 16 12
split_gain=6.90788e-05 0.000109341 0.000130882 9.91265e-05 0.000107621 0.00010447 0.000107648 0.000125294 0.000175516 0.000148849 8.98627e-05 0.00015554 0.000132617
threshold=0.28937500000000005 -0.13811499999999996 0.11476000000000001 0.084965000000000027 0.10960000000000002 0.073745000000000019 0.084715000000000013 0.084555000000000019 0.10113500000000002 0.059810000000000009 -0.070894999999999986 -0.15168999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 10 -10 11 -1 -12
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 12 -13 -14
leaf_value=0.0011983524755255675 -0.00096947666311418274 0.0035268128555137972 9.5986716017395913e-05 -0.0023284556730067863 0.0021711554927244842 0.0014753166425357091 0.0010818250639038922 -0.0029636891772467071 -0.0036359370335704638 -0.00029962367338035213 0.0031365468771917958 -0.0019804699494698824 -5.3440034003884184e-06
leaf_weight=0.0013254786299656861 0.0010242544911559376 0.001104061066758138 0.0011003726544283193 0.0010144408682766426 0.0010043063225574295 0.0015892627771751664 0.0019091245610738947 0.0011180581417205024 0.0013283420741937481 0.0013227700188496172 0.0010190811353610893 0.0017974097084726467 0.0019209464433669332
leaf_count=94 68 234 124 348 224 335 142 157 332 94 59 1517 182
internal_value=0 0.000931167 0.00181427 -0.000201733 -5.12295e-05 -0.000218662 -0.000447955 -0.000744997 -0.000460326 -0.00197129 0.000200366 -0.000631251 0.00108371
internal_weight=0 0.00322869 0.00220443 0.0153492 0.0143348 0.0133305 0.0117412 0.00983209 0.00871403 0.00265111 0.00606292 0.00312289 0.00294003
internal_count=3910 426 358 3484 3136 2912 2577 2435 2278 426 1852 1611 241
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=25
num_cat=0
split_feature=1213 1374 480 31 457 1456 133 14 11 132 13 16 52 2 2 159 0 0 51 2 0 1 16 15
split_gain=0.000440028 0.000378483 0.000346078 0.000379739 0.000354771 0.000520034 0.000362225 0.000268986 0.000280367 0.000245701 0.000385614 0.000230055 0.000210458 0.000262084 0.000249044 0.000183127 0.000221052 0.000393551 0.000308847 0.000490674 0.000308689 0.00020354 0.000179322 0.000178688
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 -1.0000000180025095e-35 0.090920000000000015 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.088315000000000018 0.079995000000000011 -0.083514999999999992 -0.53257999999999994 0.10433000000000002 0.097940000000000013 0.11735000000000002 0.094195000000000015 -0.017269999999999997 -0.053834999999999994 -0.09021499999999999 0.075670000000000015 0.14676000000000003 0.10521500000000002 -0.08286499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 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 12 -12 13 22 -15 16 17 18 -13 -20 -18 23 -7 -21
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 15 -14 14 -16 -17 20 -19 19 21 -22 -23 -24 -25
leaf_value=-0.0010019827795280133 -0.00086164811608643345 0.0010741834803424507 -0.00088647106097696654 -0.0011333977130322723 0.00088630709448305389 0.00069278096413380441 -0.00088889516391170518 -0.00071025553521407317 -0.00058696394388022455 0.0008598812024366891 -0.00078197612630281227 0.00097548065632387321 -0.00014270683907524585 0.0015293876017694068 0.00042741918767033631 -0.00061059278465849657 0.0012298969180138744 -0.00083483636005266253 -0.00076645626031260599 -0.00036016663540015511 8.3255202362442668e-06 0.00091609742565644959 -0.00023896930921537833 0.000548437918079654
leaf_weight=0.0012111505669117539 0.0012797233517409792 0.0010890138629782017 0.0010208821399618788 0.0010521319269204679 0.0013911766713349252 0.0012680415329209271 0.0010522604305485397 0.0010489375172681994 0.0013227484910380829 0.0015001941737952237 0.0010063039012962365 0.001082192059194965 0.0011190704275085284 0.0013476763514006507 0.0010009931220044052 0.0010510715911310467 0.0010809956884570713 0.0013466533256051155 0.0016360095905981666 0.0012976271267697214 0.0012484377544268455 0.0011597821127511676 0.0010637833463113021 0.0011376086978153533
leaf_count=592 68 110 240 314 128 97 377 75 118 148 33 93 96 64 84 143 81 92 224 215 29 59 200 230
internal_value=0 2.78694e-05 6.95307e-05 0.000106636 6.48461e-05 1.68748e-05 7.00245e-05 0.000116485 0.000158441 0.000209406 0.000154725 -1.59599e-05 0.000509267 0.000665149 0.00105973 5.38607e-05 0.000123774 -1.35105e-05 0.000161684 -6.67376e-06 0.000575207 0.000339086 0.000267715 6.42836e-05
internal_weight=0 0.0286033 0.0273236 0.0263027 0.0252137 0.0238225 0.0227704 0.0217181 0.0206692 0.0193464 0.0178462 0.0120467 0.00579956 0.00468049 0.00234867 0.0110404 0.00998931 0.00765987 0.00631322 0.00523103 0.00232943 0.00359502 0.00233182 0.00243524
internal_count=3910 3318 3250 3010 2900 2772 2458 2081 2006 1888 1740 1199 541 445 148 1166 1023 913 821 728 110 504 297 445
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 133 480 11 14 132 13 16 0 2 2 1 0 0 0 2 3 3 1 15
split_gain=0.000424135 0.000357687 0.000368903 0.000300389 0.000284326 0.000275661 0.000295264 0.000272568 0.000261575 0.000380043 0.000308176 0.000287552 0.000372238 0.00024222 0.000205328 0.000307517 0.000292572 0.000277193 0.000317305 0.000256818 0.000165634 0.000130987
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.086640000000000009 0.088315000000000018 0.077685000000000018 0.079995000000000011 -0.090929999999999983 -0.41862999999999995 -0.23029999999999998 0.097940000000000013 0.10393500000000001 0.11167500000000001 -0.017269999999999997 -0.053834999999999994 0.12346000000000001 0.11260500000000001 -0.015064999999999997 -0.075679999999999983 0.096035000000000023 -0.088734999999999994
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 8 11 -10 -11 -4 -13 -14 15 17 -16 18 19 21 -20 -12
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 14 12 13 -15 16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.00085010920218024167 -0.00073769639462687071 -0.00070109765075912879 2.7204302485459687e-05 -0.00062576187372777618 -0.00061858878988332573 -0.00042371112224302544 -0.00055457462129441539 0.00077660031560446141 -0.00048978899399194432 0.00076152091953751657 0.00038746754736502782 0.0014090517746745915 -0.00011345304295810246 0.00086933460829254604 0.00093718982580601358 -0.00058935749925231125 -1.6804239824871317e-05 0.00081182327984713205 -8.7786521890204409e-05 0.00080469107203600982 -0.00083809323575313765 -0.00025944357744297786
leaf_weight=0.0011737903322385215 0.0012004359431485581 0.0012455668759082722 0.0018889355525562165 0.0011318056431272447 0.0010042195670430408 0.0015616898910029145 0.0010201114338034825 0.0017243610584212745 0.0019948153662661455 0.0016253283107232541 0.0010951192194908702 0.0010852055777128555 0.0010310064899883287 0.0010155745720444032 0.0012786605664648369 0.0015300612634965953 0.0013464346245743997 0.0010040760852429442 0.0014726400665687756 0.0012138002490622371 0.0010132323824973977 0.0015316018004766924
leaf_count=592 68 332 162 435 180 139 58 170 198 40 137 15 54 110 119 102 61 89 67 154 53 575
internal_value=0 2.56719e-05 5.86181e-05 9.42344e-05 0.00012627 0.000156885 0.00019653 0.000231595 0.000184901 9.10259e-05 0.000179396 0.000467343 0.000732813 0.000374236 9.70198e-05 -6.92834e-06 0.000447878 0.00011464 3.98837e-06 0.000261343 -0.000393609 1.02633e-05
internal_weight=0 0.0290147 0.0278142 0.0265687 0.0254369 0.0244327 0.022871 0.0218509 0.0201265 0.0151058 0.013111 0.00502072 0.00313179 0.00204658 0.0114856 0.00886053 0.0026251 0.00733047 0.00632639 0.00384052 0.00248587 0.00262672
internal_count=3910 3318 3250 2918 2483 2303 2164 2106 1936 1595 1397 341 179 164 1357 1177 180 1075 986 866 120 712
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=23
num_cat=0
split_feature=1213 31 1374 457 484 52 1 2 0 2 52 2 2 12 15 1 376 12 43 4 3 151
split_gain=0.000441712 0.000404284 0.000313385 0.000387752 0.000286 0.000242348 0.000335978 0.000262102 0.000481725 0.000453965 0.000258333 0.000260795 0.000302671 0.000430218 0.000313563 0.000251776 0.000251558 0.000280386 0.000247445 0.000293635 0.000362984 0.000263109
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.090920000000000015 -0.0043499999999999988 -0.062489999999999997 0.13662500000000002 0.083585000000000007 -0.10575999999999998 0.086915000000000006 -0.40083499999999994 0.11260500000000001 0.083795000000000022 0.085185000000000025 -0.091274999999999981 0.095825000000000007 0.048695000000000009 0.098845000000000016 0.00093000000000000016 -0.078484999999999985 0.11818000000000002 -0.0008699999999999999
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 10 7 8 -7 -9 -6 12 -12 14 -14 -10 17 18 19 -11 21 -21
right_child=1 2 3 -5 5 6 -8 9 15 16 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00088072232260791945 0.00087168072013103326 -0.00072307840495917713 -0.00060678376126709977 0.00076728556650156564 -0.00028410451600468703 0.00020521134573484251 0.00064858967395109868 0.00089154295943585915 -0.0014113174446910388 -0.00083962773225350069 0.00076433651871606165 0.0010434550279501047 0.0001564034819624718 0.00076589741958549848 -0.00097250495688922336 -0.00048003499169388657 0.00055539865945011227 -0.00086846624601900825 0.00041324796074112364 -0.00031749365279871457 -0.00063214566288676325 0.00064236272596378903
leaf_weight=0.0012203347681559373 0.0012130744500322968 0.0012792878970988566 0.0016756307967373671 0.0014870006513372216 0.0015849736309841989 0.0016073415984436679 0.0013086117159168435 0.001104450005380773 0.001004632652073627 0.001367827662943185 0.001628523937885369 0.0011023022084341583 0.0011068721121494374 0.0010359642222060317 0.0010671678697667941 0.0017714766873664356 0.0010934558294309902 0.0011966132780701841 0.0016517916676261346 0.0010121756452026202 0.0014997081116838729 0.001672991704366523
leaf_count=592 113 67 560 128 328 52 121 192 296 128 80 130 66 94 101 127 42 175 152 75 49 242
internal_value=0 3.16405e-05 -4.42017e-06 2.96565e-05 -1.33701e-05 2.83794e-05 -7.35048e-05 -0.000136575 -0.000442204 -1.01747e-05 0.000248928 0.000391137 0.000242527 -2.22009e-05 -0.000397742 -0.000817052 -0.000115067 -0.000202332 -9.16917e-05 -0.000241899 -4.65308e-05 0.000280544
internal_weight=0 0.0294719 0.0282588 0.0269795 0.0254925 0.0238169 0.0162911 0.0149825 0.00438345 0.010599 0.0075258 0.00594083 0.00483853 0.00321 0.00217404 0.00277611 0.00949456 0.00840111 0.00720449 0.0055527 0.00418488 0.00268517
internal_count=3910 3318 3205 3138 3010 2450 1651 1530 475 1055 799 471 341 261 167 423 863 821 646 494 366 317
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=14
num_cat=0
split_feature=52 52 39 42 49 457 49 151 2 52 15 4 2
split_gain=7.0185e-05 0.000122307 0.000103905 0.000148266 0.00019126 0.000175628 0.00016026 0.000155368 0.000113431 0.000167764 8.32665e-05 0.000124768 8.21761e-05
threshold=-0.27466499999999994 -0.14859499999999998 0.085060000000000011 0.091735000000000025 -0.085174999999999987 0.069705000000000003 -0.052649999999999995 -0.0008699999999999999 0.11260500000000001 0.092885000000000009 -0.19153499999999998 0.05309500000000001 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 9 10 -9 12 -12
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0012993610768576946 0.0021157453505773966 -0.0019774444617357387 0.0013357468869122514 -0.0018895454361913572 -0.0023766305872665447 0.003712606021332796 0.00022905532125583054 -0.0011836330862044187 0.0017117990933075381 -0.002092599877907914 -0.0013180506972169711 0.0024122885507551158 0.00094018479371026033
leaf_weight=0.0015080790730191548 0.0011085227484164085 0.0016198682658178616 0.0019202690123396775 0.0018019919782294959 0.0010015932418428993 0.0010297118951667628 0.0010346896204409548 0.0010355113208629051 0.0016200047045584892 0.0013538096826998386 0.0010557448316084114 0.0012775279240824292 0.001560631617978956
leaf_count=425 170 152 344 588 254 74 119 76 173 399 385 145 606
internal_value=0 0.000106413 -3.01419e-05 -0.000212399 2.76666e-05 0.000323769 0.00196663 -5.70948e-05 0.000236865 -0.000143418 0.000391904 0.000810889 2.89549e-05
internal_weight=0 0.0174199 0.0163114 0.0143911 0.0125891 0.0109692 0.0020644 0.00890482 0.00790323 0.00628323 0.00492942 0.0038939 0.00261638
internal_count=3910 3485 3315 2971 2383 2231 193 2038 1784 1611 1212 1136 991
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=14
num_cat=0
split_feature=484 48 0 4 0 48 42 159 1 43 16 1 0
split_gain=7.38028e-05 7.75272e-05 0.00017772 0.00014995 0.000235689 0.000166028 0.000139849 0.000171345 0.000166733 0.000127597 0.00011395 8.39408e-05 3.78771e-05
threshold=-0.0043499999999999988 0.12675000000000003 -0.23029999999999998 0.28937500000000005 -0.15007499999999999 0.086870000000000017 0.084100000000000022 0.073745000000000019 0.10080500000000002 0.056750000000000009 0.032820000000000009 0.094165000000000013 -0.085324999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 -8 10 11 -6 -5
right_child=1 -3 3 12 5 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0013100335139293743 0.0018302705340571817 -0.0014651123789885083 -0.0027506671357445771 0.0021966640379691904 -0.0011217052078940908 0.0015527548523939065 -0.0024471897840909647 0.0020450259915417816 0.00029596387878041188 0.0011566619298150559 -0.0021665854083159934 0.0011498461676593917 0.00063764089274432223
leaf_weight=0.0013409889216292803 0.0019448600112017501 0.001000142741318987 0.0011579640960297779 0.0010249853876214505 0.001166552966453651 0.001878450361297101 0.0018298154490712371 0.0012856979848821642 0.00123978035723038 0.0014066543084621103 0.0014216678967250013 0.0010144491417566071 0.0010545658350596641
leaf_count=612 99 110 120 160 607 335 921 216 108 164 201 83 174
internal_value=0 9.60072e-05 0.000191063 -2.90953e-05 -0.00026976 -1.42422e-05 -0.000328566 0.000164269 -0.00133926 -0.000318448 -0.000894401 -6.51389e-05 0.00140606
internal_weight=0 0.0174256 0.0164254 0.0144806 0.012401 0.0112431 0.00936462 0.00629502 0.0030696 0.00500932 0.00360267 0.002181 0.00207955
internal_count=3910 3298 3188 3089 2755 2635 2300 1271 1029 1055 891 690 334
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=17
num_cat=0
split_feature=2 50 156 484 159 42 43 3 1 2 4 47 150 3 4 15
split_gain=6.57609e-05 0.000122425 9.74744e-05 0.000134354 0.000244899 0.00016361 0.000127646 0.000204318 0.000119736 0.00010438 0.000100151 0.000219046 0.000246019 0.000149621 0.000150371 7.97568e-05
threshold=0.14073000000000005 0.086465000000000014 0.091280000000000014 0.085515000000000022 0.082325000000000023 -1.0000000180025095e-35 -0.074254999999999988 -0.075954999999999981 0.11561500000000001 0.087005000000000013 0.0057500000000000008 0.09252500000000001 0.11456000000000001 0.092005000000000017 -0.060264999999999992 -0.10071499999999999
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 8 7 9 -1 -7 13 12 15 14 -8 -12
right_child=-2 -3 -4 -5 -6 6 10 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0031230204136658765 0.0015667871668409298 -0.0022187429994184786 -0.0019537923894490366 0.0023564472380565539 -0.0030613074769539903 0.0019748797833898366 0.0019894162405218203 0.0038899382629102417 0.0001175154756651906 -0.00095525527732552432 0.0016180533677231908 -0.0019827563377929013 -0.00062368836931544981 -0.0026954053719057494 -0.0015128707232002468 0.0042067743033663953
leaf_weight=0.0010011909916286922 0.0011021956190448911 0.0011270731419317599 0.0010108285322533569 0.0011476062548549668 0.0010661178513881918 0.0010196468444551021 0.0010903818364134269 0.0011633745975181261 0.0010060863030351141 0.0011257982478974915 0.0010076719278969519 0.0010089685746743626 0.0014044587392625374 0.0011628553874597491 0.0010679658552443802 0.0010907432946995754
leaf_count=630 228 668 311 282 345 127 447 180 36 169 73 74 59 65 120 96
internal_value=0 -0.000103894 4.16808e-05 0.000172977 -3.2962e-06 0.000244644 0.000558737 0.00165126 -0.0014988 0.000437324 9.72364e-05 0.000740827 0.00152533 -0.000777079 0.00025646 0.00296365
internal_weight=0 0.0175008 0.0163737 0.0153629 0.0142153 0.0131491 0.0111419 0.00330882 0.00200728 0.00214545 0.00783305 0.00451184 0.00350287 0.0033212 0.00215835 0.00209842
internal_count=3910 3682 3014 2703 2421 2076 1410 476 666 296 934 302 228 632 567 169
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 133 38 3 40 47 42 457 15 151 0 16 43 2 475 52 3 16 15
split_gain=0.000487024 0.000415472 0.000335454 0.000294026 0.00023749 0.000339819 0.000329429 0.000629167 0.000324939 0.000310858 0.000259571 0.00023641 0.000301855 0.000233535 0.000159591 0.000256648 0.00015604 0.000153586 0.000111563 0.000300257 6.77605e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 1.0000000180025095e-35 0.13177500000000003 0.098285000000000011 0.088055000000000008 0.091600000000000015 -0.0080899999999999982 -0.15291499999999997 -0.010344999999999998 -0.083254999999999982 0.086915000000000006 -1.0000000180025095e-35 -0.036004999999999988 -0.13309499999999996 -0.17157499999999998 -1.0000000180025095e-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 4 5 6 7 8 9 10 11 13 -13 -4 15 -14 -16 -18 -19 -20 -21
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 16 -17 17 18 19 20 -22
leaf_value=-0.000967048053899615 -0.00084653525881701343 -0.00071682688236468712 -0.00063712798457213598 -0.00067954566173345204 -0.00048720768587598532 0.00084615543249439134 0.00095572865885700214 -0.0010610540879984146 0.00073560939858198363 0.00079593160788999783 -0.00064592715378232652 0.00072468739461673979 0.00083005402214940405 0.00025452470027691589 -0.00057415497530515229 -0.0001322418479674328 0.00055104171987229225 -0.00040332723932945202 0.00064568874583515064 -0.00055988313652165114 -4.1799602281985724e-06
leaf_weight=0.0011909917891849411 0.0012068281854031851 0.0012087852480178523 0.0018521448240334804 0.001062458267108434 0.0013297978547562863 0.0015962055092475494 0.0010322761195379329 0.0010559666239409174 0.0019004036168815642 0.001271062668603661 0.0012504664268935808 0.0018912918544979037 0.0013841351038789244 0.0010617172242918327 0.001115872080849685 0.0011792804142299607 0.0011140721803433121 0.0015850057625996705 0.0013243486584517865 0.0010127995749845348 0.0010037758826544107
leaf_count=592 68 332 176 435 88 152 49 42 195 109 232 72 118 173 227 150 170 45 81 152 252
internal_value=0 2.30425e-05 6.30484e-05 0.000100722 0.00013532 0.0001719 0.000120735 7.76424e-05 0.000141107 7.48278e-05 1.67249e-05 7.37753e-05 0.000170652 -0.000312239 6.28409e-05 0.000387357 -5.34089e-05 4.27974e-05 -7.21497e-05 8.49681e-05 -0.000283275
internal_weight=0 0.0274387 0.0262319 0.0250231 0.0239606 0.0226308 0.0210346 0.0200023 0.0189464 0.017046 0.0157749 0.0145244 0.0116106 0.00291386 0.00971929 0.00256342 0.00715587 0.00604 0.00492593 0.00334092 0.00201658
internal_count=3910 3318 3250 2918 2483 2395 2243 2194 2152 1957 1848 1616 1267 349 1195 268 927 700 530 485 404
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=22
num_cat=0
split_feature=1213 31 1374 1456 1 11 4 2 457 3 3 457 156 13 12 1 2 2 2 2 3
split_gain=0.000424531 0.000360831 0.000330171 0.000318838 0.000245008 0.000324692 0.000440063 0.000405485 0.000260464 0.000228091 0.000218335 0.000272952 0.000272599 0.000264617 0.000256077 0.000273475 0.000385661 0.000572798 0.000367805 0.000252552 0.000211521
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.13662500000000002 0.080455000000000013 0.40359500000000004 -0.0050599999999999994 0.088055000000000008 0.11265500000000002 -0.12008499999999998 -0.0034949999999999994 0.091280000000000014 0.10153000000000002 -0.095029999999999989 0.085990000000000011 0.10393500000000001 0.099015000000000006 0.087005000000000013 0.083585000000000007 0.092005000000000017
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 -5 10 -6 13 -12 14 -9 -13 16 17 18 -16 -17 -21
right_child=1 2 3 4 9 6 -8 8 -10 -11 11 12 -14 -15 15 19 -18 -19 -20 20 -22
leaf_value=-0.00090462084695653493 0.00088261069339673405 -0.0007732235829528819 -0.00072652133867082212 -0.00065044311910305468 0.00097245597894942228 -0.0012237757960433164 0.00011906013162587613 0.00094938674060703868 0.00081725703366696445 2.0123592537031523e-05 -0.00059184088274432875 -0.00054653215783470458 -0.00063532013997653664 1.2506535343235206e-05 0.00044811350928769013 4.188848359564022e-05 -0.00078124383916735717 0.0011482460170362729 -0.00052968897982883564 0.0011193937877647586 0.00036426594821543657
leaf_weight=0.0011270720722998456 0.0010444122184134616 0.001188963283448973 0.0011794634980194984 0.0015608493853519955 0.0012047772068896198 0.0010436454093598604 0.0011143500672687878 0.0013381979903899143 0.0011691025207610775 0.001030333610411438 0.0014476662034080831 0.0010556163165172912 0.0010560784419839384 0.0013248255708280254 0.0015035687310390941 0.0019617183483387479 0.001135307268386565 0.0010514314242368039 0.0019528930535280924 0.0015312822571181273 0.0017614300171429065
leaf_count=592 113 67 332 104 78 167 49 68 124 104 245 77 185 56 291 337 178 74 482 96 91
internal_value=0 2.58018e-05 -7.82507e-06 2.79712e-05 6.46784e-05 1.707e-05 -0.000530359 7.6584e-05 0.000138631 0.000533453 9.22882e-05 2.02628e-05 8.83772e-05 0.000483299 0.000152316 0.000220011 -7.14246e-06 0.000187814 -0.000104343 0.000463972 0.00071544
internal_weight=0 0.0276559 0.0266115 0.0254225 0.0242431 0.022008 0.002158 0.01985 0.0182891 0.00223511 0.01712 0.014457 0.0130093 0.00266302 0.0119532 0.0108976 0.0056432 0.00450789 0.00345646 0.00525443 0.00329271
internal_count=3910 3318 3205 3138 2806 2624 216 2408 2304 182 2180 2056 1811 124 1626 1549 1025 847 773 524 187
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 133 11 4 146 457 150 151 0 40 43 52 15 43 160 43 2 13 15
split_gain=0.000475067 0.000403107 0.000386337 0.000312694 0.000261927 0.000517879 0.000446056 0.000259918 0.000273406 0.000298802 0.000268043 0.000307265 0.000213787 0.00022601 0.000187597 0.000349243 0.000336469 0.000385514 0.00033777 0.000193083 0.000219872
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.080455000000000013 0.40359500000000004 0.085010000000000016 -0.0034949999999999994 0.08486500000000001 -0.083829999999999988 -0.017269999999999997 -0.064199999999999993 -0.15648499999999999 0.089785000000000018 -0.0089749999999999986 -0.079109999999999986 -1.0000000180025095e-35 -0.074254999999999988 0.10510500000000002 -0.097529999999999992 0.041585000000000004
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 6 -6 7 -4 10 -10 11 -9 -12 -14 15 -13 -17 -18 -19 -16 -21
right_child=1 2 3 -5 5 -7 -8 8 9 -11 12 14 13 -15 19 16 17 18 -20 20 -22
leaf_value=-0.0010519631881793395 -0.00087948487893586944 -0.00086047373706178145 -0.00035491852685695245 -0.00075923693834933415 -0.0012557072826765415 0.00030075411859726593 -0.0008173354925979431 -0.0005846355620073273 0.00011254736803416299 0.0012152895566406214 0.0012134772161941673 -0.00076777769396269208 0.0008075727271049651 -0.00013306011185968477 0.0011103503225865247 -0.00034843080905923356 0.0013019033900612187 -0.0004012685092488269 0.00076892978767323524 0.000867712407147475 -5.0892388484135479e-05
leaf_weight=0.0011492897910258251 0.0012670338420048477 0.0011540757831030026 0.0017088877248406928 0.0010664984812318859 0.0010143296943604376 0.0013299717677952572 0.0010928183981546704 0.0014905711618730813 0.0010800438917186739 0.001706604933899041 0.0011182401008653642 0.0011801208369521966 0.0014549873045019068 0.0013037528251724773 0.0010121913895478757 0.0019106072892984965 0.0011238826822880642 0.0013944229704156534 0.0012675636079343758 0.0011014969808997854 0.0019310373557454713
leaf_count=592 332 68 245 435 164 58 35 171 89 159 29 253 147 50 55 199 45 135 111 65 473
internal_value=0 2.45411e-05 6.78596e-05 0.000110226 0.00014851 -0.000372694 0.00020436 0.00025808 0.000312995 0.000787891 0.000231752 0.000114123 0.000608332 0.000363039 0.000209492 4.4576e-05 0.000212869 0.000496139 0.000155947 0.000489871 0.000282769
internal_weight=0 0.0277091 0.0264421 0.025288 0.0242215 0.0023443 0.0218772 0.0207844 0.0190755 0.00278665 0.0162889 0.0124119 0.00387698 0.00275874 0.0109213 0.0068766 0.00569648 0.00378587 0.00266199 0.00404473 0.00303253
internal_count=3910 3318 2986 2918 2483 222 2261 2226 1981 248 1733 1507 226 197 1336 743 490 291 246 593 538
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=15
num_cat=0
split_feature=2 160 40 16 16 15 150 13 52 52 1 151 0 2
split_gain=7.01339e-05 0.000127589 0.000137262 0.000121383 0.000225758 0.000152628 0.000117553 0.00010796 0.000117875 0.000183465 8.38188e-05 0.000115793 0.000103159 4.60372e-05
threshold=0.097940000000000013 0.091575000000000017 -1.0000000180025095e-35 0.5129800000000001 0.064860000000000015 -0.11739999999999999 0.083205000000000015 -0.089899999999999994 0.10701500000000001 -0.048794999999999991 0.095575000000000007 -0.0074049999999999993 -0.089539999999999995 0.11339500000000001
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 9 -9 11 -7 -13 -2
right_child=6 -3 3 -5 -6 10 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0020547046092201206 0.0019948718720959446 -0.0024606651582211418 -0.0016572505964791656 0.0021946885138405081 -0.0024850687468039095 0.0017244489283563813 0.0020718342068021638 0.0007072705819803583 0.00099650097901409179 -0.0025138373774356779 0.0020780363485573667 -0.0018218265285800154 0.00090217657717939052 0.00022589741176996992
leaf_weight=0.0012487442773064629 0.0012382159608201881 0.0010009655264844536 0.0011684399577448993 0.0010139716721058178 0.0012950323377452083 0.0014092876092655238 0.0014154101814463915 0.001152056412310757 0.0013816499881521491 0.0017267787192933419 0.0015193102310846196 0.0011851899282495134 0.0010031664056451024 0.0010732855722498935
leaf_count=189 58 243 199 46 246 204 194 349 192 252 160 298 1143 137
internal_value=0 -0.000334272 -0.000118036 0.000163357 -0.000108357 0.000381337 0.000437667 8.57161e-05 -0.000504452 -0.00122481 0.000846842 0.000326899 -0.000573114 0.00117349
internal_weight=0 0.0108441 0.00984314 0.0085944 0.00758043 0.00628539 0.0079874 0.00657199 0.00426049 0.00287884 0.00511695 0.00359764 0.00218836 0.0023115
internal_count=3910 2728 2485 2296 2250 2004 1182 988 793 601 1805 1645 1441 195
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=14
num_cat=0
split_feature=52 1 123 12 43 4 43 48 160 0 12 3 2
split_gain=6.92508e-05 0.000102692 0.000146859 0.0001691 0.000101265 0.000186707 0.000140077 0.00014563 0.000112835 0.000105898 0.00010251 0.000114989 9.33849e-05
threshold=-0.40083499999999994 0.13662500000000002 0.085195000000000007 0.11655500000000001 -0.083899999999999988 -0.23071499999999998 -0.00084499999999999994 0.086125000000000021 0.088485000000000008 -0.074514999999999984 0.085250000000000006 0.086245000000000016 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 -7 10 -9 -2 11 -8 -13
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 12 -14
leaf_value=-0.0015161670985435274 -0.00034082358245631715 0.0015238222825674965 0.0019983091482025975 -0.002437531373580487 -0.0024512160789710693 -0.0015891828584830574 -0.00078572569264902161 -0.0019882292055921373 0.00056874958214903114 0.0018347289984161675 0.0025450849029648548 0.0026989066537088662 0.00023499639406195005
leaf_weight=0.0010356996979086893 0.0014369660024013808 0.0016207252196728866 0.0011572751456174748 0.0011495609288924057 0.0013078101893797536 0.0016823632770267558 0.0015629729023680693 0.001391862027544287 0.001128063915138755 0.0018449024029430069 0.0011041857678805757 0.0010044145902741164 0.0012422138552707906
leaf_count=401 574 217 192 130 111 1176 171 159 44 155 452 70 58
internal_value=0 8.25254e-05 -6.33564e-05 -0.000223967 -3.83053e-05 -0.000328107 -2.35213e-05 0.000330812 -0.000843578 0.000882163 0.000933072 0.000465841 0.00133655
internal_weight=0 0.0176333 0.0160126 0.0148553 0.0137058 0.0104239 0.00911608 0.00743371 0.00251993 0.00328187 0.00491379 0.0038096 0.00224663
internal_count=3910 3509 3292 3100 2970 2241 2130 954 203 729 751 299 128
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=15
num_cat=0
split_feature=4 15 48 52 151 160 3 3 1 12 2 3 49 3
split_gain=6.9175e-05 0.00011127 8.41232e-05 0.000127452 0.000101255 0.000104014 8.95861e-05 0.000185481 0.000106027 0.000154019 7.72729e-05 9.76822e-05 7.23619e-05 3.00386e-05
threshold=0.27020000000000005 -0.11739999999999999 0.093225000000000016 -0.27466499999999994 -0.086249999999999979 -0.083654999999999993 0.10666500000000002 -0.016619999999999996 0.10113500000000002 0.085325000000000012 -0.13811499999999996 0.11265500000000002 -0.068409999999999985 0.10223
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 9 -7 -2 -12 -9 -4
right_child=10 2 13 4 5 6 -8 12 -10 -11 11 -13 -14 -15
leaf_value=-0.0019367424022625455 -0.00057923654721851064 -0.0020194618645506756 0.0016813189852800958 0.0016071801371427749 -0.0017928389287840416 0.0011212228445637508 0.0012410524092146874 -0.002571835005119968 0.0019893910974413788 -0.0012461999541247275 0.0024467938761388503 0.00022980475840166781 -0.00070802898933966215 0.00032794071805225593
leaf_weight=0.0010225492932981377 0.0010315934251810127 0.001097670803218668 0.0010150736333666569 0.0010459871634018745 0.0011313244163818721 0.0017392933902198073 0.0014790244298535926 0.0010067177848822328 0.0010473116766017421 0.0016501770629892068 0.0011151532358503113 0.0013583796060051834 0.0017712275688426173 0.0010063614020485723
leaf_count=253 68 364 181 208 507 280 68 55 98 1213 267 137 141 70
internal_value=0 -0.000169061 -3.98605e-05 -0.00021676 -3.47382e-05 -0.000209538 -3.50231e-06 -0.000258637 0.000445638 -3.13663e-05 0.000697029 0.0012293 -0.00138347 0.00100755
internal_weight=0 0.0150127 0.0139902 0.0119687 0.0108711 0.00982508 0.00869375 0.00721473 0.00443678 0.00338947 0.00350513 0.00247353 0.00277795 0.00202144
internal_count=3910 3438 3185 2934 2570 2362 1855 1787 1591 1493 472 404 196 251
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=14
num_cat=0
split_feature=484 160 1 12 43 3 16 4 16 2 2 12 43
split_gain=6.77345e-05 7.72962e-05 0.00013791 0.000118644 9.45881e-05 0.000181687 0.000126306 0.000123303 0.000187239 0.000146469 0.000162998 0.000111666 6.0523e-05
threshold=-0.0043499999999999988 -0.217635 0.13662500000000002 0.11655500000000001 -0.06705499999999999 -0.078669999999999976 0.15100500000000003 -0.00072999999999999985 -0.035699999999999989 0.089910000000000004 0.11230000000000001 0.085775000000000004 -0.080894999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 7 8 -6 -9 -11 -3 -7
right_child=1 2 -4 -5 6 12 -8 9 -10 10 -12 -13 -14
leaf_value=-0.0015461586737734725 -0.0017700025646272008 0.0013122863498621282 0.0023062671005179393 -0.002095154469911111 -0.00026796513996396701 0.0014002186162804979 -0.0024455872991770542 -0.0023180554023138232 0.0034593668086934605 0.0018822365377006382 -0.0013587464232805175 -0.0015600265261942203 0.0037541650870703694
leaf_weight=0.0013140024922840962 0.0010165359017600883 0.0012565249461911066 0.0014453473488090602 0.0011990103868979489 0.0016037585462895278 0.0011429744093661848 0.0011096366743550828 0.0016051026169943182 0.0011447600354584772 0.0015804365046649983 0.0014981645508433949 0.0014391717440465635 0.0010284785405087734
leaf_count=612 425 198 181 104 779 176 238 155 136 158 130 489 129
internal_value=0 0.000112615 0.000231827 2.65777e-05 0.000216299 0.000999613 -0.000230033 0.000100751 0.00128447 -0.000593886 0.000305051 -0.000221177 0.00251513
internal_weight=0 0.0170699 0.0160534 0.014608 0.013409 0.00486715 0.00854186 0.00743222 0.00274852 0.0046837 0.0030786 0.0026957 0.00217145
internal_count=3910 3298 2873 2692 2588 992 1596 1358 915 443 288 687 305
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=15
num_cat=0
split_feature=15 16 40 133 15 159 49 52 13 51 12 2 42 1
split_gain=7.31284e-05 0.000109436 9.23017e-05 0.000101637 9.5576e-05 0.000106178 0.000125489 0.000193748 0.000157921 0.000166609 0.000247948 0.000129236 8.48142e-05 9.53537e-05
threshold=-0.24219999999999997 -0.23935499999999996 -0.083709999999999993 0.087330000000000019 -0.11739999999999999 0.090705000000000022 0.082865000000000008 0.11401500000000002 -0.094679999999999986 0.08955500000000001 -0.023959999999999995 0.099675000000000014 0.08401500000000002 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 8 -6 10 -10 12 13 -12
right_child=2 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.0023682752687472779 0.0016302025266582097 -0.00039492156509869289 -0.0017589936388052302 -0.0019235887012382707 0.0023440558442965778 -0.001835120809156683 0.0022330979695047238 -0.0025633100845831656 -0.0025020414234238203 -0.0021797188332258947 -0.00072238512351611398 -0.0010730169103939928 0.0024863661038668646 0.001580172984046863
leaf_weight=0.0011757779967450799 0.0010593955157699861 0.0010697459625601475 0.0012579589652131845 0.0013375904117240234 0.0012721594032714832 0.0010667624434302957 0.0011010046479046675 0.0010269078634618936 0.0010076461949876676 0.0011948266052174833 0.0011372120151544353 0.0010879227029612082 0.0015971217009921324 0.0018402081678309257
leaf_count=192 134 125 223 902 182 269 267 260 73 135 427 203 363 155
internal_value=0 0.00105191 -0.000152845 -0.000279388 -0.000117555 4.98871e-05 0.000228392 1.1234e-05 0.000300584 -2.99489e-05 0.000355142 0.000863584 0.00132415 0.000700721
internal_weight=0 0.00224552 0.0159867 0.0149273 0.0135897 0.0123318 0.011265 0.010164 0.0091371 0.00786494 0.00667011 0.00566246 0.00457454 0.00297742
internal_count=3910 317 3593 3459 2557 2334 2065 1798 1538 1356 1221 1148 945 582
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 31 52 376 42 160 151 49 47 4 3 1 4 52 2 49 49 0 2
split_gain=0.000442917 0.000364598 0.000351995 0.000283119 0.000245741 0.000303414 0.000309493 0.000228537 0.000260803 0.000317898 0.000449722 0.000333265 0.000247534 0.000328911 0.000372304 0.000192853 0.000254019 0.000255895 0.000229963 0.00035182 6.5053e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.062489999999999997 0.088415000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0060399999999999994 0.089635000000000006 0.086785000000000015 -0.23071499999999998 -0.13309499999999996 0.10113500000000002 -0.03614499999999999 -0.40083499999999994 0.11260500000000001 -0.084934999999999997 -0.016474999999999997 -0.080229999999999982 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 15 6 -6 20 -9 10 11 -10 -13 14 -14 -5 17 -17 -19 -20 -8
right_child=1 2 3 4 5 -7 7 8 9 -11 -12 12 13 -15 -16 16 -18 18 19 -21 -22
leaf_value=-0.00084495096000144511 -0.0007330599797571749 -0.00067876045050497657 0.00077991986744837042 -0.00018646733585082358 -0.00070168391211978642 0.00066585833963771484 -0.00056115858224848399 -0.00041193824307884691 -0.0003291863669834892 0.00075165159642396099 -0.00070291009688599982 -0.00015831916790689279 0.00078966780954417787 0.0012190890976541233 -0.0002966090842656906 -0.00035021062727574258 0.00098374662700700726 0.00099747973630389536 -0.00035587254221439895 0.00066784588921994293 -0.00011495697046952953
leaf_weight=0.0011873442915645146 0.0011784124163739104 0.0011958736629775748 0.0011424151813238517 0.0014030962743158404 0.001428630421780896 0.0011461808184938553 0.0016166509540979099 0.0018300521979059689 0.0017069498290744863 0.0015219632883568465 0.0012911037589478092 0.0012020552145872694 0.0013615143717557983 0.0010866207971275549 0.0011339767787581613 0.001081034332476527 0.0011433349690853079 0.001000551519339421 0.0011907678178548625 0.001472087721627542 0.0010613282371733715
leaf_count=592 332 68 112 334 563 41 495 125 30 69 52 45 229 82 95 59 146 60 179 103 99
internal_value=0 2.87837e-05 6.32917e-05 9.90447e-05 6.61937e-05 -2.89619e-05 -8.12155e-05 -1.7039e-05 7.12989e-05 0.000166347 5.18799e-05 0.00020201 0.000391536 0.000576052 0.000296052 0.000280066 0.000391244 0.000248461 0.000425122 0.000210063 -0.000384321
internal_weight=0 0.0271946 0.0260162 0.0248203 0.0236779 0.016387 0.0152408 0.0138122 0.0111342 0.00930418 0.00778222 0.00649112 0.00478417 0.00358211 0.00249549 0.00729087 0.00588778 0.00474444 0.00366341 0.00266286 0.00267798
internal_count=3910 3318 2986 2918 2806 1925 1884 1321 727 602 533 481 451 406 324 881 547 401 342 282 594
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=14
num_cat=0
split_feature=12 49 2 12 43 1 52 2 13 160 49 0 4
split_gain=7.22599e-05 0.000226069 0.000187415 0.000161784 0.000136229 0.000135574 0.00011906 0.000108456 0.000151535 9.2433e-05 0.000138384 0.00011432 7.483e-05
threshold=0.051320000000000005 -0.029304999999999998 0.08400500000000001 0.10333000000000002 -0.049504999999999987 0.085835000000000009 -0.012244999999999997 0.10393500000000001 -0.10241499999999999 -0.089599999999999985 0.093425000000000022 -0.23029999999999998 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 6 -2 -1 8 -4 -6 11 -11 -13
right_child=1 2 7 -5 9 -7 -8 -9 -10 10 -12 12 -14
leaf_value=0.0029946071421500567 -0.00026115833722583303 -0.0040435446357559388 0.0025870085436105741 -0.00062185316235028947 0.0017845710298883652 0.0031415643683029848 0.00015577848944263673 -0.0018755273325937931 -0.00069242825355368925 0.00050136938604679999 0.0017040357235873912 -0.00041550751306907905 -0.0024126858829892376
leaf_weight=0.0014001947941118531 0.0010307531342882712 0.0013636793593997673 0.0010150603232494809 0.0010976522375903963 0.0010023132524001888 0.0010305199628919959 0.0012138426403177993 0.0011317550438901466 0.0015937427965534521 0.0018098369980127371 0.0011448825800249862 0.0014348739306302427 0.0019446023333229553
leaf_count=199 150 713 88 103 101 104 176 408 1293 97 98 153 227
internal_value=0 -0.000463339 -0.00109594 -0.00251761 0.000375982 0.00144001 0.00167638 -0.000160463 0.000583569 -8.73574e-05 -0.000383568 -0.000844142 -0.00156471
internal_weight=0 0.00826316 0.00620189 0.00246133 0.00995055 0.00206127 0.00261404 0.00374056 0.0026088 0.00733651 0.0063342 0.00518931 0.00337948
internal_count=3910 2859 2605 816 1051 254 375 1789 1381 676 575 477 380
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=14
num_cat=0
split_feature=47 123 50 42 43 42 4 150 2 2 150 3 1
split_gain=6.58988e-05 0.000122768 0.000154012 0.000139466 0.000152867 0.000132346 0.000232815 8.88557e-05 0.000141696 0.000218475 0.000154503 0.000111133 8.8561e-05
threshold=0.13177500000000003 0.085195000000000007 0.086465000000000014 -1.0000000180025095e-35 -0.18906999999999999 0.085775000000000004 0.08734500000000002 0.11315500000000002 0.084235000000000018 0.089910000000000004 0.082085000000000019 0.013395000000000002 0.11198000000000001
decision_type=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 11 -11 -13
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 12 -14
leaf_value=-0.001874331277415716 -0.0014916924949658461 0.0022107890897128265 -0.0025420192527377864 0.0026255024376753305 0.0022833933819600373 -0.0031982834271785214 0.0010151236857084054 -0.0011114587303332631 -0.0023517014837750208 0.0019104133508157566 0.0031536344976287089 -0.001297218143553063 0.0010546648647812855
leaf_weight=0.0013908180000362274 0.0012225116875690381 0.0011346954326149862 0.001019595913039034 0.0011682081302026833 0.0019327579081698382 0.0012858695566541805 0.0010471940680245526 0.001375972675172755 0.0011748616023061209 0.0012690592260484745 0.0010037698367462156 0.0019078045414595568 0.0011173028431968324
leaf_count=819 84 242 664 80 233 870 154 73 261 165 70 107 88
internal_value=0 0.000103516 -4.88503e-05 0.000124387 0.00033367 0.000112669 -0.0013071 0.000451308 0.000707129 0.000236462 0.000810408 0.000262675 -0.000428566
internal_weight=0 0.0168279 0.0156932 0.0146736 0.0132828 0.0121146 0.00233306 0.00978153 0.00840556 0.0064728 0.00529794 0.00429417 0.00302511
internal_count=3910 3826 3584 2920 2101 2021 1024 997 924 691 430 360 195
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 31 1 52 2 52 51 2 0 12 151 4 52 15 3 51 2 4 2
split_gain=0.000408514 0.000345574 0.000349344 0.000267102 0.000189254 0.000207695 0.000197746 0.000426988 0.000267465 0.000189381 0.000410205 0.000278783 0.000307371 0.000284257 0.000229246 0.000264525 0.000325908 0.000155081 0.000145991 0.00012575 7.6326e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 -0.048794999999999991 0.096970000000000015 -0.087094999999999992 -0.089864999999999987 0.083585000000000007 -0.10575999999999998 0.098845000000000016 -0.0008699999999999999 0.28937500000000005 0.11262000000000001 -0.015439999999999997 -0.12817999999999996 -1.0000000180025095e-35 -0.0098549999999999974 0.26048500000000002 0.093815000000000009
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 -5 10 -7 12 19 14 15 -14 -17 -8 -12 -11 -18
right_child=1 2 3 4 -6 9 17 -9 -10 11 18 -13 13 -15 -16 16 20 -19 -20 -21 -22
leaf_value=-0.00098797449336465747 -0.00083372259710551473 -0.00083527119062313724 0.00092022650651384422 0.00017812211668740536 0.00054107997737483978 0.00031217710593342405 0.00016305266182141002 0.00075058283679557095 -0.0009679134917083632 -9.8544450000279709e-07 -0.00043773279731600616 -0.00062314336803654215 -0.00038868991159515494 0.0010190636167627016 -0.00050615570099004671 -0.00018452368226324885 0.0005696133376622937 0.00095312703454540897 -0.0012216373183239638 -0.00079981358850163991 0.0011625505350640411
leaf_weight=0.0010671543963542895 0.0011495287353788788 0.001057239711673894 0.0010075147367564477 0.0010021933094157831 0.0020327967302011347 0.0014157214013721386 0.0011391785693544154 0.0012879213458336586 0.0011110063309735102 0.0010125293521273809 0.001449675465962974 0.0014293301003886457 0.0010427617373957483 0.0012005703909426096 0.0010879159017123108 0.0010869447443511114 0.0010478746277696876 0.0014752251487999135 0.0010672103170000285 0.0010270413922164323 0.0012106997455876289
leaf_count=592 68 332 112 109 182 53 248 85 252 151 92 202 181 72 193 32 308 157 362 86 41
internal_value=0 2.79816e-05 6.89282e-05 0.000110251 7.3369e-05 2.60529e-05 0.00027623 2.05363e-05 -0.000424402 -8.08457e-05 -0.0003805 3.53048e-05 0.000143279 0.000310226 0.000154825 0.000318691 0.000539174 0.000608867 -0.000770124 -0.000403241 0.000887455
internal_weight=0 0.0253409 0.0241914 0.0231341 0.0221266 0.0200938 0.00601552 0.00340112 0.0021132 0.0140783 0.00393261 0.0101457 0.00871634 0.00667677 0.0054762 0.00438828 0.00334552 0.0026144 0.00251689 0.00203957 0.00225857
internal_count=3910 3318 3250 2918 2806 2624 851 446 361 1773 507 1266 1064 827 755 562 381 405 454 237 349
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=14
num_cat=0
split_feature=4 0 15 2 49 15 3 0 49 51 1 1 15
split_gain=7.03566e-05 7.53833e-05 0.000142762 0.000141881 8.5719e-05 0.000127736 0.000227156 0.000212117 0.000196135 0.00017168 0.000202321 0.000144767 6.83253e-05
threshold=0.28937500000000005 0.055865000000000005 0.10043500000000001 0.106285 -0.085174999999999987 -0.017214999999999998 0.092005000000000017 -0.070174999999999987 -0.047894999999999993 0.089795000000000014 0.095575000000000007 0.11593500000000001 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 8 7 -7 -6 10 -10 -12 -2
right_child=12 3 -4 -5 5 6 -8 -9 9 -11 11 -13 -14
leaf_value=-0.0016395839615968549 -2.4732106046173382e-05 -0.00044036492773421367 -0.0025026670720740682 0.0024012808212325659 0.0016490393143712822 -0.0013378688787082029 0.0031962572387213553 0.0021152628656775042 -0.0033902610912143203 0.0011541901946000447 0.0009186645530393498 -0.0020140486286581551 0.0017507900462448264
leaf_weight=0.0012812521574886724 0.0016589893564637748 0.0015129716739351604 0.0010412359713485178 0.0010923735023382619 0.0012005025508134703 0.001720631070664393 0.0010871005698902536 0.0010247419430406638 0.0014704880190917983 0.0010048692219959635 0.0011997475683187542 0.0012314275529305974 0.0014810658769514309
leaf_count=155 209 123 366 98 143 1251 86 114 750 207 107 84 217
internal_value=0 -0.000177121 -0.00037434 0.000751085 -0.000176841 1.1714e-05 0.000871571 -4.89479e-05 -0.00052789 -0.00106053 -0.00163093 -0.0005668 0.000812726
internal_weight=0 0.0148673 0.012262 0.00260535 0.0112208 0.00993951 0.00383247 0.00274537 0.00610703 0.00490653 0.00390166 0.00243118 0.00314006
internal_count=3910 3484 3263 221 2897 2742 1451 1365 1291 1148 941 191 426
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=22
num_cat=0
split_feature=1213 31 1374 1456 14 11 457 150 1 133 0 0 14 2 3 3 12 52 0 3 2
split_gain=0.000430169 0.000335176 0.000273853 0.000287543 0.000211692 0.000280454 0.000207941 0.000273084 0.000415588 0.000218991 0.000228914 0.00043326 0.000354433 0.000335669 0.00015989 0.00037541 0.000327598 0.000172825 0.000198746 0.000129221 0.000116821
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 0.083205000000000015 0.085990000000000011 0.10599500000000002 -0.074514999999999984 -0.10575999999999998 -0.10523499999999998 0.08400500000000001 0.13772500000000001 0.076695000000000013 0.094045000000000004 0.10062000000000001 0.076335000000000014 0.12046500000000002 0.10113500000000002
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 -5 9 -9 10 11 12 -8 -13 15 16 17 18 -12 20 -14
right_child=1 2 3 4 -6 -7 7 8 -10 -11 14 13 19 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00086929287665549963 0.00081737411804562769 -0.00066709813457974749 -0.0006701684427885857 -0.00033206417424554808 -0.00053660757307784942 -0.00052535947526192149 -0.00044373834582883611 -0.00014639528884886349 0.00095211945327343471 -0.00052922214937248398 0.00073101223609391564 -0.0010850221040505084 0.0003357089451803043 -7.5023942260692386e-06 0.00081254697395088114 -0.00052909854386964819 -0.00021426837810019527 0.0010745923445303568 -6.1698639973361622e-05 -7.6543682441511246e-06 0.00091296945342331519
leaf_weight=0.001087530730899156 0.0010176827293876664 0.0011592301216620795 0.0010978078056232887 0.0017129989049459024 0.0010969855590177149 0.0013451527761354489 0.0012816150423289319 0.0010394547125098788 0.0019277026124104035 0.0010024688619560398 0.001537167342280773 0.0011092608055250919 0.0017961789376167913 0.0011594926745828009 0.0011226837948381252 0.0010377654743178866 0.0012753966595098198 0.0010981737541282399 0.0010396454623688989 0.0010952753605422139 0.001113652512975509
leaf_count=592 113 67 332 256 88 123 43 81 202 413 132 301 77 538 51 82 190 34 39 74 82
internal_value=0 2.95869e-05 -2.42025e-06 2.98339e-05 6.35518e-05 9.38995e-05 0.000134835 0.000177752 0.000567288 0.000103987 0.000147268 -2.24516e-05 0.000197218 -0.000534334 0.0003276 0.00023668 0.000397213 0.000609426 0.000411184 0.000402321 0.000556638
internal_weight=0 0.0260658 0.0250481 0.0238889 0.0227911 0.0216941 0.0203489 0.0186359 0.00296716 0.0156688 0.0146663 0.00755548 0.00528672 0.00226875 0.00711083 0.00598815 0.00495038 0.00367499 0.00257681 0.00400511 0.00290983
internal_count=3910 3318 3205 3138 2806 2718 2595 2339 283 2056 1643 1115 276 839 528 477 395 205 171 233 159
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=13
num_cat=0
split_feature=48 48 52 1 4 1 0 3 160 1 16 4
split_gain=6.6063e-05 0.000132188 0.000125447 0.000113847 0.000117542 0.000160688 0.000214216 0.000136505 0.000107725 0.000113938 9.70289e-05 9.20579e-05
threshold=0.12862000000000004 0.097140000000000018 -0.37613999999999997 0.11235500000000002 -0.0010999999999999996 0.085990000000000011 -0.060094999999999989 -0.0026499999999999996 0.069910000000000014 0.096230000000000024 0.20277000000000003 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 9 -6 -8 -5
right_child=-2 -3 3 11 8 7 10 -9 -10 -11 -12 -13
leaf_value=-0.0021119510796317902 -0.0013702580623168473 0.0016462618643287136 -0.0024731424553069916 -0.00016784609597590578 -0.00060535774547679732 0.0030438175755881369 -0.00037151357722682847 8.3497487167661657e-05 0.00043456785823875688 -0.0029571245391814016 0.001855053930538704 0.0019408126304258908
leaf_weight=0.0010320866580165568 0.0011937480644078615 0.0017688183974293179 0.0012696845541783656 0.0012665408169238159 0.0017261950831314685 0.0011373411193074945 0.0018684846620469755 0.0011124198696081944 0.0013258533516926074 0.0013068250259779812 0.001136347976843477 0.0018238986016129895
leaf_count=367 123 250 1280 141 409 524 116 77 156 127 43 297
internal_value=0 9.26823e-05 -9.04484e-05 5.88594e-05 -0.000230153 0.000280253 -0.000403856 0.00158005 -0.000994118 -0.00161865 0.000470515 0.00107663
internal_weight=0 0.0167745 0.0150057 0.0139736 0.0108832 0.00652428 0.00427452 0.00224976 0.00435887 0.00303302 0.00300483 0.00309044
internal_count=3910 3787 3537 3170 2732 2040 1439 601 692 536 159 438
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=15
num_cat=0
split_feature=484 150 1 42 42 474 4 3 2 4 2 2 52 51
split_gain=6.45364e-05 7.0173e-05 0.000106038 0.000112745 0.000128464 0.000113696 0.000147116 0.000137102 0.000122949 0.000142348 0.000137383 8.03446e-05 4.18611e-05 1.93712e-05
threshold=-0.0043499999999999988 0.12187000000000002 0.12730000000000002 0.093230000000000021 0.088115000000000013 0.085070000000000021 -0.076854999999999993 0.045635000000000002 0.090695000000000012 0.0021050000000000005 0.11230000000000001 0.099675000000000014 1.0000000180025095e-35 -0.23593999999999998
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 12 9 -8 11 -10 -2 -4
right_child=1 -3 13 -5 -6 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0014799807533304441 0.0029050103615473103 -0.0015369934051763562 0.0010098464295344803 -0.0015945416788235097 0.0025105982808220147 0.0020991252480071438 -0.0038117960671827929 -0.0010466741124342017 -0.00017565327924640902 -0.00070594876832828031 -0.0015704760704675701 0.0024910815275350534 0.0010071246517604547 0.0023388380179781665
leaf_weight=0.0012615610327001764 0.0010756322324513446 0.0011083648529419251 0.0010021989723766334 0.001746833506595811 0.0010466021778866722 0.0010878408523590797 0.0010511278360913461 0.0010244487213975639 0.0010230670486349926 0.0018917294994706905 0.0014023265632961343 0.0010464343978986851 0.0010531540491102859 0.0010065554264591806
leaf_count=612 304 90 35 544 326 189 346 83 159 150 186 177 440 269
internal_value=0 0.000107694 0.000225621 9.02717e-06 0.000248395 2.62027e-05 -0.000209482 0.000987277 -0.000797766 -0.00181529 6.4729e-05 0.00117277 0.00196609 0.00167578
internal_weight=0 0.0165663 0.015458 0.0134492 0.0117024 0.0106558 0.00956792 0.00315324 0.00641469 0.00294286 0.00347183 0.0020695 0.00212879 0.00200875
internal_count=3910 3298 3208 2904 2360 2034 1845 827 1018 496 522 336 744 304
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=14
num_cat=0
split_feature=1 43 48 48 12 14 2 15 43 43 4 49 16
split_gain=6.59895e-05 0.000109246 0.00012579 0.000121801 0.000205133 0.000260179 0.000203291 9.45974e-05 9.23369e-05 9.23924e-05 0.000200592 0.000148161 5.66133e-05
threshold=0.094385000000000011 -0.24333999999999997 0.12862000000000004 -1.0000000180025095e-35 0.092365000000000017 -0.22654999999999997 0.094825000000000007 -0.095799999999999982 -0.18906999999999999 0.0033500000000000005 -0.08422499999999998 -0.069934999999999983 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -5 -7 -1 -9 10 -10 -12 -11
right_child=1 2 -4 4 -6 6 -8 8 9 12 11 -13 -14
leaf_value=-0.0018858689658347179 -0.0013634487133313143 -0.00055121366749341259 -0.0011731921039683766 -0.00052580775997194094 -0.00052213131096882361 0.0013679389685596242 0.004399301325008766 0.001300833869263622 -0.0028917181957836412 -0.00039474017230979027 -0.0018574874637277607 0.00079721406501552235 0.0014792620831452104
leaf_weight=0.0011314823197629562 0.0010759217891984649 0.0015499528624222112 0.0011537030850927721 0.0010093070090594148 0.0015040162687299796 0.0014798908146141645 0.0013619621311196815 0.0012125378280639096 0.0011612153715351084 0.0010040099183410284 0.0010286163350337321 0.0019549398483965389 0.001065016406698413
leaf_count=346 46 133 102 115 340 203 256 147 442 349 136 1200 95
internal_value=0 0.00033118 0.000557428 0.000846578 0.00125114 0.00194367 0.00282072 -0.000360775 -0.00012841 -0.000407308 -0.000895114 -0.000118026 0.000569889
internal_weight=0 0.00913475 0.00805883 0.00690513 0.00535518 0.00385116 0.00284185 0.00855782 0.00742634 0.0062138 0.00414477 0.00298356 0.00206903
internal_count=3910 1195 1149 1047 914 574 459 2715 2369 2222 1778 1336 444
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=23
num_cat=0
split_feature=1213 31 1374 1456 2 14 38 124 457 51 51 151 16 15 15 1 0 0 133 3 12 52
split_gain=0.000429649 0.00028274 0.00026044 0.00027092 0.000229422 0.000262964 0.000240305 0.000305771 0.000276641 0.000256948 0.000280499 0.00040214 0.000318451 0.000275583 0.000317399 0.00033032 0.000190352 0.000172331 0.000157367 0.00020704 0.000172173 9.97664e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 0.084445000000000006 -0.082254999999999981 0.088055000000000008 0.13881000000000002 0.077145000000000005 -0.088994999999999977 -0.094359999999999986 -0.24219999999999997 -0.089964999999999976 0.10752500000000002 -0.10783 -0.070894999999999986 0.08517000000000001 0.082730000000000012 0.094045000000000004 0.091210000000000013
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 -5 9 10 11 -9 -12 -13 15 -15 -16 -18 19 20 21 -19
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 12 13 -14 14 16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00092517301146010104 0.00076734606686100373 -0.00072755727018727326 -0.00067892832661473718 0.00084205299335385407 0.00074337758641151357 -0.00070399993075660554 -0.00063651592075550259 -0.00091870096760760076 0.00075129698648386198 -0.00072067728371711553 0.0010777612514731678 0.00071082246209771443 -1.906001747751496e-05 -0.0010245743399245662 0.00059124470063434578 6.9103610509762772e-05 -0.00039125074600970442 0.00038616627338631572 -0.00033737759594787897 -0.00025847947260001429 -1.4529552366065259e-05 0.0010073039467210164
leaf_weight=0.0010937198589570712 0.001087334612348472 0.0010599485390692101 0.0011490924622384801 0.0011571395914317653 0.0010372661557591601 0.001032245370191919 0.0010266754161012406 0.0010344379569053952 0.0011793062733557172 0.0010079109817446716 0.001168251854726278 0.0012382532876334717 0.0011699688470118699 0.0012784639542538839 0.0014608547143413675 0.0011660398266748473 0.001838006265544913 0.0012149759541486898 0.0012674868580348081 0.0012861367444942928 0.0012113184949578137 0.0010774222449043691
leaf_count=592 113 67 332 117 159 84 65 124 118 94 80 131 127 256 96 39 873 78 150 71 128 16
internal_value=0 2.54956e-05 -6.69123e-06 2.51438e-05 6.05472e-05 2.80796e-05 6.4441e-05 0.000100868 5.47549e-05 7.59882e-06 5.23255e-05 -2.68628e-05 0.000528948 4.38907e-05 -2.60908e-05 -0.000502885 9.84817e-05 7.30703e-06 0.000128243 0.000251455 0.000438641 0.0006781
internal_weight=0 0.0261485 0.0250612 0.0240013 0.0228522 0.0218149 0.0207826 0.019756 0.0185988 0.0174195 0.0164116 0.0140734 0.00233822 0.013039 0.0118007 0.0024445 0.0093562 0.00789535 0.00605734 0.00478985 0.00350372 0.0022924
internal_count=3910 3318 3205 3138 2806 2647 2563 2498 2381 2263 2169 1962 207 1838 1707 295 1412 1316 443 293 222 94
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=23
num_cat=0
split_feature=1213 31 14 1374 44 3 51 0 0 47 12 48 1 0 15 52 43 43 4 4 43 51
split_gain=0.000448838 0.000360452 0.000297691 0.000238415 0.000253183 0.00028288 0.000343776 0.000334586 0.000584298 0.000500918 0.000334229 0.0002562 0.000372533 0.000272521 0.000196204 0.000431971 0.000362379 0.000210039 0.000315917 0.000217563 0.00016998 6.21538e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 1.0000000180025095e-35 0.24227500000000002 0.13339000000000004 -0.11287999999999999 -0.089879999999999974 0.09585500000000001 0.090840000000000018 0.086285000000000014 0.11198000000000001 -0.22384499999999996 -0.03231499999999999 0.11401500000000002 -0.079804999999999987 -0.18906999999999999 -0.060264999999999992 -0.23071499999999998 0.14198000000000002 -0.07742499999999998
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 9 10 11 -9 12 13 -5 16 17 -10 -16 19 20 -19 -18
right_child=1 2 -4 4 -6 -7 -8 8 14 -11 -12 -13 -14 -15 15 -17 21 18 -20 -21 -22 -23
leaf_value=-0.001022318006190999 0.0009690633215779324 -0.00070656234023139524 -0.00082459628229340266 0.0011649550090399095 -0.00074012393258316681 0.00096018786054565366 -0.00085058964060037289 -0.0014872676661234823 -0.00025039139314596829 -0.00056301050071203332 -0.00015851730124601912 7.2533347913371945e-05 0.0016332850399846941 0.00013478528739862023 0.00060031039566121761 -0.0010513003668475118 0.00059884113796108214 -0.00047269415065373554 -0.00077552296350276949 0.0007645624135190083 0.00042043050545275247 0.0011831865402879252
leaf_weight=0.001183220831361533 0.0010998334547695074 0.0011721581994166277 0.0011958234463745323 0.0011481728055855456 0.0010416828720067875 0.0010307908306076132 0.0010954667519520794 0.0011073596710925249 0.0012804896843105762 0.0012544488666499376 0.0010171462520961738 0.0018120222390418661 0.0011584889461764142 0.0019248683673099764 0.0018238488720466722 0.0010242102205308412 0.0010394019637905288 0.0014316279942243552 0.0012920503481687867 0.0012187860746512083 0.0010234447472043939 0.001000473645366466
leaf_count=592 113 65 110 53 67 144 148 315 314 50 124 72 45 124 65 222 145 181 245 517 12 187
internal_value=0 3.05869e-05 -8.97078e-06 3.02045e-05 6.66055e-05 0.000103653 6.28766e-05 0.000111555 -4.68445e-05 0.000399331 -0.000851104 0.000599083 0.000824561 0.000519685 0.000106614 -3.81994e-05 0.000447409 0.000114623 -6.3757e-05 0.000186562 -0.000100378 0.000885438
internal_weight=0 0.0271926 0.0260928 0.0248969 0.0237248 0.0226831 0.0216523 0.0205568 0.0132588 0.007298 0.00212451 0.00604355 0.00423153 0.00307304 0.0111343 0.00781397 0.00332037 0.00678976 0.00496591 0.00367386 0.00245507 0.00203988
internal_count=3910 3318 3205 3095 3030 2963 2819 2671 2327 344 439 294 222 177 1888 1242 646 1020 955 710 193 332
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 151 457 133 132 42 160 133 43 3 52 49 12 3 0 457 3
split_gain=0.000515802 0.000369155 0.000304023 0.0002652 0.000281448 0.000426349 0.000264841 0.000261273 0.000221307 0.00031292 0.000359114 0.000267891 0.000289693 0.000453198 0.000248722 0.000205888 0.000202266 0.000178124 0.00014648 0.000117816
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 -0.084764999999999993 0.084715000000000013 0.091290000000000024 0.079995000000000011 -0.10770999999999999 -0.082109999999999975 -1.0000000180025095e-35 -0.013304999999999999 -0.075954999999999981 0.048490000000000012 0.092185000000000017 0.081660000000000024 0.11818000000000002 -0.13506999999999997 0.084485000000000018 -0.13309499999999996
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 15 6 7 8 -6 -10 -11 12 13 -12 16 18 17 -13 -4 -19
right_child=1 2 3 -5 5 -7 -8 -9 9 10 11 14 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.00092112782394479704 -0.00072132345315259222 -0.00063070752331310313 0.00031515896987908921 -0.00058312145680900005 -0.00047797396622779848 0.0009517719401494312 0.00075457874327351522 0.00068816209430408296 -0.00042094707982434361 -0.000573326994468497 -0.00045465373372584024 0.00047924518507378729 0.00093580646817382563 0.00076860666610772596 0.00061965749010021184 -0.00077532262475446827 -0.00044027277531719338 -0.00031225061264858201 -0.00039978673817633143 0.00018718711485678796
leaf_weight=0.001135450947635854 0.0011994716803984664 0.0011554522333744799 0.0011415765869966501 0.0010571266326659659 0.0014159371147056321 0.0012607000403552773 0.0011922719205142629 0.0012659716287291489 0.0019774545872764818 0.0011402841446407188 0.0010705009027310308 0.0017015855421298413 0.00177944034021569 0.0012229346788892315 0.0013906453662091423 0.0010033806288764005 0.0016247977848246609 0.0017676803847912429 0.0010251379696111229 0.001793374895115895
leaf_count=592 68 332 86 435 105 95 148 183 345 412 177 64 163 34 60 195 108 128 63 117
internal_value=0 2.33014e-05 5.76717e-05 8.97041e-05 0.000119622 0.000178215 0.000127797 8.6625e-05 4.15232e-05 8.90757e-05 0.000163831 0.000231888 0.000520139 0.000197629 9.00672e-05 -0.000261192 -1.68626e-05 0.000113862 -2.31034e-05 -6.07299e-05
internal_weight=0 0.0271857 0.0259863 0.0248308 0.0237737 0.0206036 0.0193429 0.0181506 0.0168846 0.0154687 0.0134912 0.012351 0.00407288 0.00229344 0.00827808 0.0031701 0.00688744 0.00526264 0.00216671 0.00356106
internal_count=3910 3318 3250 2918 2483 2139 2044 1896 1713 1608 1263 851 374 211 477 344 417 309 149 245
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=15
num_cat=0
split_feature=14 48 11 457 1 42 4 16 47 0 52 1 16 52
split_gain=6.79833e-05 8.03848e-05 0.000121726 8.71013e-05 0.000113092 0.000127977 0.00014971 0.000133965 0.00012453 0.000105696 0.000104104 9.06e-05 8.0214e-05 6.52986e-05
threshold=0.064610000000000015 -0.064549999999999982 0.079700000000000007 0.090150000000000022 0.10752500000000002 0.092395000000000019 -0.0010999999999999996 -0.057604999999999996 0.13177500000000003 -0.15007499999999999 -0.088354999999999989 0.085650000000000018 0.011450000000000002 -0.012244999999999997
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 9 -6 -3 12 -12 -11
right_child=-2 2 -4 -5 8 -7 7 -9 -10 13 11 -13 -14 -15
leaf_value=0.0017738522950790315 -0.0017169064930904862 -0.00070459323954307764 -0.0020662804770808043 -0.0015487331835901906 0.00011734825523186977 -0.0024086175773004206 -0.0025861868021494357 0.00054655176460157199 -0.0007841216930819018 0.0038253476303446352 -0.00059830473646635808 0.0031538877022171258 0.0017789576606834963 0.0015388968036043117
leaf_weight=0.001212858219139217 0.001004020286153747 0.0014768922638994852 0.0012430157238636488 0.0012754490629770529 0.0011307961998907254 0.0010142843675277711 0.0014102158321182209 0.0011225484554960906 0.0011262945765055932 0.001108647565336851 0.0011297055930417944 0.0010052720100859058 0.0015302148704964824 0.0011813310530174306
leaf_count=194 138 333 189 108 66 542 312 214 60 227 901 317 78 231
internal_value=0 9.52259e-05 -3.40016e-05 0.000140076 0.000302811 -0.000149657 0.00014888 -0.00119772 0.00116745 0.00181 0.000812158 0.00142333 0.000769301 0.00264584
internal_weight=0 0.0169675 0.0157547 0.0145117 0.0132362 0.00868913 0.00767485 0.00253276 0.00454707 0.00342077 0.00514208 0.00366519 0.00265992 0.00228998
internal_count=3910 3772 3578 3389 3281 2697 2155 526 584 524 1629 1296 979 458
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=13
num_cat=0
split_feature=15 11 3 16 16 0 16 49 16 0 13 0
split_gain=6.95131e-05 0.000100304 8.5103e-05 8.13085e-05 7.4647e-05 0.000107725 0.000144136 0.000124185 9.75041e-05 9.90539e-05 7.55435e-05 7.4473e-05
threshold=-0.24219999999999997 0.079700000000000007 -0.13927999999999999 -0.23935499999999996 -0.38486499999999996 -0.10575999999999998 -0.014754999999999999 -0.047309999999999998 -0.022939999999999999 -0.06402999999999999 -1.0000000180025095e-35 -0.075859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 6 7 -6 11 -10 -11 -7
right_child=1 -3 4 -5 5 8 -8 -9 9 10 -12 -13
leaf_value=0.0027243744016397938 0.0016858644099437506 -0.0024572582127981185 -0.0018073524172695563 -0.00027248198722631186 0.0019738407166770932 -0.0005250685499341277 0.0034523563501729052 -0.0012684490611026295 -0.0027444587903623255 0.00063218591286674352 -0.0016245454970094176 0.0023476017579179315
leaf_weight=0.0011431319227674392 0.0015807065860931049 0.0010940799974044893 0.0015805314161505242 0.0010487889392991551 0.0012520722080910929 0.0011681931626529845 0.00107822889079906 0.0016598773990277524 0.0016056201967344363 0.0019168332405988392 0.0016830488457267919 0.0010224410140299168
leaf_count=192 127 219 246 125 75 1108 99 127 902 171 179 340
internal_value=0 -0.000187567 -1.68701e-05 0.00129044 -0.00022444 -4.71606e-06 0.0010246 0.000125662 -0.000560029 -0.00113898 -0.000422901 0.000815701
internal_weight=0 0.0156416 0.0145476 0.00219192 0.0129668 0.0113863 0.00399018 0.00291195 0.00739614 0.0052055 0.00359988 0.00219063
internal_count=3910 3593 3374 317 3247 3001 301 202 2700 1252 350 1448
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 160 151 457 133 132 1 12 42 11 4 4 0 43 3 12 49
split_gain=0.0005353 0.00037957 0.000393987 0.000262613 0.000268283 0.000296132 0.00029882 0.000235523 0.000246162 0.000237648 0.000412429 0.000257768 0.000325657 0.000287657 0.000187054 0.000327711 0.000327458 0.00018227 0.000173065 0.000153226
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 -0.217635 -0.084764999999999993 0.084715000000000013 0.091290000000000024 0.079995000000000011 0.13662500000000002 0.11655500000000001 0.088115000000000013 0.077330000000000024 0.08734500000000002 -0.078094999999999984 -0.10131499999999999 0.0050750000000000005 0.12566000000000002 0.081660000000000024 -1.0000000180025095e-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 18 7 8 9 10 11 12 14 -13 16 17 -7 19 -6 -16
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00094010135958914518 -0.00073811415363402618 -0.00070600325925575073 -0.00045118326387553397 -0.00057041576499162019 3.2423192492795629e-06 3.8011630989814373e-05 0.00089371695766051059 0.00077887624232490891 0.00074126074082596978 0.00054936318425643376 -0.00076971549803769163 6.2122466921563546e-05 -0.00074039223272427625 0.00094930498042962463 -0.00010398922962086255 -0.00060272388680424245 0.0010060209180676506 -0.00024878942735357567 -0.0007053697112437468 0.000551118155152154
leaf_weight=0.001119203054996523 0.0011640615023225101 0.0011968487315851392 0.001406041657055295 0.0010526326182134218 0.0018451597629963725 0.0019196985194369571 0.0011922447766119495 0.0011744666545791078 0.0012054529367682134 0.0019278280773413993 0.0011049305490805498 0.0014788731043287465 0.0010020777277368617 0.0012893569943900202 0.0010170642532845164 0.0015278481002027628 0.0010026488432202801 0.0015610476525047545 0.0010025531308778673 0.0019886793923631014
leaf_count=592 68 332 308 435 134 287 95 114 151 128 48 207 127 79 45 365 64 57 188 86
internal_value=0 2.8782e-05 6.32558e-05 0.000100533 0.000130401 0.000167169 0.000227876 0.000184258 0.00014324 9.7672e-05 3.49907e-05 0.000104524 2.06775e-06 0.000475345 8.4579e-05 -5.23426e-05 0.000370133 0.000131791 -0.000246228 0.000329447
internal_weight=0 0.0270595 0.0258955 0.0246986 0.023646 0.0222399 0.0193922 0.0182 0.0170255 0.0158201 0.0138922 0.0127873 0.0100191 0.00276823 0.00901699 0.00609464 0.00292235 0.00456679 0.00284771 0.00300574
internal_count=3910 3318 3250 2918 2483 2175 1853 1758 1644 1493 1365 1317 1031 286 904 553 351 188 322 131
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=13
num_cat=0
split_feature=4 12 151 12 12 4 1 3 16 3 52 2
split_gain=7.08851e-05 0.000116272 0.000101691 0.000136716 9.91428e-05 0.000191435 0.000169148 0.000193592 0.000101494 0.000130164 0.000137104 2.80113e-05
threshold=0.24280000000000004 0.098845000000000016 -0.0008699999999999999 0.092475000000000016 0.093125000000000013 0.080255000000000007 0.094385000000000011 0.082730000000000012 -0.095109999999999986 -0.016619999999999996 0.083750000000000005 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 8 -8 -1 10 -10 -11
right_child=2 -3 3 -5 -6 -7 7 -9 9 11 -12 -13
leaf_value=0.0011770786443316195 -0.00094675145882319462 -0.001810628424811823 0.0024970001830265922 -0.00010908514480007161 0.0015597753398382359 -0.0028751263432744219 0.0028730839950952009 -0.00022133948894046069 -0.0012934390293132302 -0.0014584456934409649 0.0015062844974100304 -0.0029522442962920861
leaf_weight=0.0010950390541230098 0.0011383677837497053 0.001668264002516239 0.001731112505128655 0.0015524207371281906 0.0014331567700604933 0.0010042755681302371 0.0015335032727313985 0.0017717226203946002 0.0016711720780150144 0.0010248930693420549 0.0012380005430383673 0.0010166998391077375
leaf_count=244 123 506 322 104 455 106 227 165 914 110 541 93
internal_value=0 -0.000235051 0.000695513 0.00126487 -1.20807e-05 -0.000229623 5.4497e-05 0.00121436 -0.000579597 -0.000968148 -0.000102015 -0.00220235
internal_weight=0 0.0134567 0.0044219 0.00328353 0.0117885 0.0103553 0.00935103 0.00330523 0.0060458 0.00495077 0.00290917 0.00204159
internal_count=3910 3361 549 426 2855 2400 2294 392 1902 1658 1455 203
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 38 160 39 1 9 150 0 475 42 151 16 43 49 16 4 3 2 12
split_gain=0.000321384 0.000278736 0.000300358 0.000221148 0.000246646 0.000272189 0.00023673 0.000264607 0.000270229 0.000345984 0.000220558 0.00019477 0.000191845 0.000217863 0.000330348 0.000279954 0.000300403 0.00018088 0.000106356 0.000100256 7.58011e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.217635 0.085060000000000011 0.13662500000000002 0.081505000000000008 -1.0000000180025095e-35 -0.23029999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084019999999999984 -0.0041999999999999997 0.088185000000000013 -1.0000000180025095e-35 -0.15168999999999996 -0.49269499999999994 -0.074234999999999982 0.092745000000000008 0.092365000000000017
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 8 -6 -10 -11 -7 -12 14 15 -14 19 -15 20 -17 -19
right_child=1 2 3 -5 5 11 -8 -9 9 10 12 -13 13 17 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00087154879121753212 -0.00071950511347201613 -0.00073266870733754413 -0.00052376950487025172 -0.00052926511236397957 -0.00063834918185199686 0.00028387858615064549 0.00078576764519774553 -0.00064700392941634006 0.00087786473678271167 -0.00042543064204167191 -0.00045723010233524145 0.0012144630749102857 -0.00043986128657598776 -3.3447118260536882e-05 -0.00056122740404023169 0.00051279243718898161 -7.5250001350526624e-05 0.0012123817699753094 0.00030390669795730274 0.0011974076599381 0.00061591402730775866
leaf_weight=0.0010248578056542062 0.0011805383942302674 0.0011203742199710686 0.0013086306880760725 0.0012988002388331079 0.0010780355930889432 0.0012563112893044792 0.0012360601288183412 0.0011875052835801361 0.0015769783235015577 0.0017477940529433437 0.0010829146958050749 0.0010081895940079943 0.0010773002064978776 0.0011258500456425846 0.0016223337434653692 0.0010655656826849512 0.0014549596635445722 0.0010363220634086456 0.0011043932260565506 0.0010622533592504202 0.0010841808648857643
leaf_count=592 68 332 338 92 113 43 103 82 61 400 128 257 97 55 178 34 592 86 84 53 122
internal_value=0 2.89736e-05 6.49882e-05 0.000103156 0.000140297 0.000182062 0.00011903 7.14105e-05 0.000124337 0.000179002 9.71465e-05 0.000698189 0.000175104 0.000239503 5.1655e-05 0.00026502 0.00047697 0.000510753 0.00070074 0.000854567 0.000907417
internal_weight=0 0.0257153 0.0245348 0.0234144 0.0221156 0.0208069 0.0185424 0.0173064 0.0161189 0.0150408 0.0134639 0.0022645 0.0117161 0.0106332 0.00628241 0.00466008 0.00358278 0.00435075 0.0032249 0.00212782 0.0021205
internal_count=3910 3318 3250 2918 2826 2488 2188 2085 2003 1890 1829 300 1429 1301 954 776 679 347 292 87 208
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 160 124 38 124 151 42 475 457 0 43 42 15 0 13 15 4
split_gain=0.000410443 0.000383536 0.000365746 0.000289023 0.000231538 0.000293103 0.000240908 0.000221269 0.000253649 0.000189369 0.000332755 0.000274538 0.000307571 0.000388959 0.000244471 0.000183637 0.000174952 0.000124975 0.000345465 0.000126257
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -0.217635 0.10385500000000002 1.0000000180025095e-35 -0.048219999999999992 -0.090394999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 -0.15137999999999999 -0.074254999999999988 0.060615000000000009 -0.094924999999999995 -0.070894999999999986 -0.090744999999999978 -1.0000000180025095e-35 0.41897000000000006
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 -9 -10 -11 -12 15 16 17 -13 -14 -15 19 -19
right_child=1 2 3 -5 5 -7 -8 8 9 10 11 12 13 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00087238018891615558 -0.00078952828409112482 -0.00075773387159900002 -0.0004425675528990745 -0.00064670937441231688 0.00063423623304371111 0.00089526430791199375 -0.00053181897064007112 -0.00047762857171005101 -0.00036137784199825797 -0.00038640510221025576 -0.00038839987046282578 0.00129290337240033 0.0002769720210736038 0.00047853071580023897 -0.00060311640323287147 0.00043421258242432693 0.00094252625913499065 0.00061936994258492487 -0.00068881300649527679 -6.9900794781624118e-05
leaf_weight=0.0011298400054651171 0.0011733499474477693 0.0011021961184640707 0.0013834912354027248 0.001049913697173859 0.0019582081390537775 0.0011278505067844049 0.0010969851651749787 0.0013971696645467329 0.0013065353453296019 0.0017081498364289746 0.0011278051048386204 0.0010662124959877062 0.0014992963962344522 0.0017837199325341727 0.0010546012266812732 0.0010484070754197489 0.0019015430635623233 0.0012923200082930403 0.0010550867574874601 0.0010009673112154616
leaf_count=592 332 68 308 435 231 39 82 171 449 334 103 31 158 79 184 58 92 45 100 19
internal_value=0 2.45034e-05 6.27697e-05 0.000100675 0.000135079 0.00017238 0.000132211 0.00017015 0.000117442 0.000169915 0.000217662 0.000298086 0.000364247 0.000253322 3.57567e-05 0.000867173 0.00064911 0.00016704 1.1045e-06 0.000318519
internal_weight=0 0.0261338 0.0249605 0.0238583 0.0228083 0.0214249 0.020297 0.0192 0.0172418 0.0158446 0.0145381 0.01283 0.0117022 0.00958753 0.0061867 0.00211462 0.00340084 0.00513209 0.00334837 0.00229329
internal_count=3910 3318 2986 2918 2483 2175 2136 2054 1823 1652 1203 869 766 677 427 89 250 243 164 64
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=14
num_cat=0
split_feature=14 148 484 52 15 43 16 4 48 51 2 1 16
split_gain=6.52248e-05 7.52246e-05 0.000155831 8.99343e-05 0.000163465 9.2968e-05 0.000144414 0.000175402 0.000127696 0.000125734 0.000150767 0.000102325 8.93047e-05
threshold=0.064610000000000015 -0.057864999999999993 -0.0043499999999999988 0.17829500000000004 -0.26361999999999991 -0.06705499999999999 0.15100500000000003 -0.00072999999999999985 0.086665000000000006 -0.089214999999999989 0.093815000000000009 0.095575000000000007 -0.080074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 12 9 -6 -11 -9 -7
right_child=-2 2 3 -5 5 6 -8 11 -10 10 -12 -13 -14
leaf_value=0.0016187852859102846 -0.0015488747803155893 -0.002343087776435679 0.0026349278361456991 -0.0014985234240177821 0.0019176634708442442 0.00026294908125191904 -0.0021634278355562573 -0.0020601515748331408 0.0025760712331521617 -0.0016405858947292358 0.0012611060496509556 0.00011155077104855606 0.0026872772368018391
leaf_weight=0.0011657745660280374 0.0010100731379976266 0.0010589942862421617 0.0010656437478179384 0.0012033771299540469 0.0011921773520586904 0.0013137576400176708 0.0014182153060670333 0.0015138610964918727 0.0011333995560771776 0.001766213082140311 0.0011589432572633174 0.001927307533936079 0.0010835627681288289
leaf_count=200 138 561 258 346 147 527 237 238 179 444 123 136 376
internal_value=0 8.62029e-05 -2.66228e-05 0.000139393 0.000284609 8.43599e-05 -0.000374097 6.05455e-05 0.000717964 0.000206474 -0.000490939 -0.000843839 0.00135872
internal_weight=0 0.0170012 0.0158355 0.0147765 0.0135731 0.0125074 0.0072567 0.00583849 0.00525073 0.00411733 0.00292516 0.00344117 0.00239732
internal_count=3910 3772 3572 3011 2665 2407 1514 1277 893 714 567 374 903
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 2 14 11 457 0 14 49 150 124 52 0 52 4 13 16 15 0
split_gain=0.000370447 0.000253355 0.000274306 0.000185224 0.000186063 0.000231657 0.000242406 0.000267974 0.000640566 0.000289034 0.000200652 0.000193967 0.000181023 0.000469435 0.000214491 0.000331126 0.000155184 0.000176866 0.000132742 0.00014793
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 -0.10575999999999998 -0.13131999999999996 -0.084934999999999997 0.082085000000000019 -0.061329999999999989 0.10701500000000001 0.15480500000000005 0.083750000000000005 0.08734500000000002 -0.075169999999999987 -0.25582999999999995 -0.063364999999999991 -0.037619999999999994
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 -4 8 -8 -9 16 -11 13 14 15 18 -10 -18 -13 -20
right_child=1 2 3 -5 -6 -7 7 9 10 11 -12 12 -14 -15 -16 -17 17 -19 19 -21
leaf_value=-0.00086337360533436539 -0.00065921799629977155 -0.00064757935072965605 -0.00040824298323631264 0.00070510926316020336 -0.00049899707672563013 -0.00050999106596802196 -0.00050943255018290258 -0.00066370261309175419 0.00080342444195787607 0.00069170974726262004 0.0010735047161065064 5.8330324915533198e-05 0.00046840510491715236 -0.00095645655640148116 0.00070098600446007577 0.00060751643141966974 -0.00015568118113113842 0.00066153540652603635 -0.00088710190052802905 -0.00010157588027698703
leaf_weight=0.0010583815038922124 0.0011162073571719935 0.0011403585581959133 0.0016335542600336142 0.0010619658876664063 0.0012013407807195944 0.0012849363819604767 0.0013317186198431585 0.0011299593202886956 0.0016756776838071918 0.0011918717453928253 0.00164279887736557 0.0017750815987518133 0.0018696207274873228 0.0010763844720749205 0.0011014338318417853 0.0013723859014430143 0.0012991353301954819 0.0010636348071095458 0.001054232644845313 0.0010634424115645563
leaf_count=592 68 332 251 163 86 117 44 100 102 159 111 312 316 29 295 116 83 56 460 118
internal_value=0 3.34467e-05 6.44108e-05 9.84835e-05 7.01877e-05 0.000101894 0.000140662 0.000188747 0.000418196 5.04403e-05 0.000635638 0.00012726 5.50192e-05 -4.88205e-05 0.000104632 -2.01217e-05 0.000457518 0.000212201 -0.000241395 -0.000492631
internal_weight=0 0.0260857 0.0249695 0.0238292 0.0227672 0.0215659 0.0202809 0.0186474 0.00701297 0.0116344 0.00568125 0.0105045 0.00931258 0.00744296 0.00636658 0.00526514 0.00403845 0.00236277 0.00389276 0.00211768
internal_count=3910 3318 3250 2918 2755 2669 2552 2301 396 1905 352 1805 1646 1330 1301 1006 241 139 890 578
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=13
num_cat=0
split_feature=1 0 15 16 4 2 0 47 3 1 0 43
split_gain=6.05687e-05 0.000143752 8.30819e-05 0.000116609 8.12776e-05 0.000109703 0.000109605 0.000127127 0.000118945 0.000125017 0.000134723 0.000163302
threshold=0.076710000000000014 -0.089879999999999974 0.024640000000000006 0.20277000000000003 -0.17479499999999998 0.12918000000000002 -0.017269999999999997 0.11603500000000001 -0.084454999999999988 0.11215000000000001 -0.23029999999999998 -0.049504999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 8 -6 10 -10 -12
right_child=4 2 -4 -5 5 -7 -8 -9 9 -11 11 -13
leaf_value=-0.002471248305430958 -0.0013577176203698278 -0.0015969268065525882 0.0013427359475757573 0.00073417011579048465 0.001853760304823635 0.0021574660879658393 0.0017942036643197807 -0.0019664940073444142 0.0015831664742716534 -0.0017608148565713135 0.0013413969337789655 -0.0016436857033457946
leaf_weight=0.0011444144329335847 0.0010980437477591245 0.0017847915697525906 0.0011995939921040019 0.0014698819067581123 0.0013690197040284067 0.0011798434251929684 0.0013707589621252203 0.0011523918532261312 0.0019234829218782749 0.0013909041507839046 0.0011122830616726899 0.0018062708103797984
leaf_count=481 232 454 855 218 280 241 122 114 114 194 267 338
internal_value=0 -0.000533774 -3.5988e-05 -0.000544152 0.000234206 0.000388829 0.000182736 -6.95879e-05 0.000217967 -0.000141323 0.000323885 -0.000506048
internal_weight=0 0.00559868 0.00445427 0.00325467 0.012403 0.011305 0.0101251 0.00875435 0.00760196 0.00623294 0.00484204 0.00291855
internal_count=3910 2008 1527 672 1902 1670 1429 1307 1193 913 719 605
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=22
num_cat=0
split_feature=1213 1374 133 1456 38 3 48 0 0 12 52 47 160 4 0 13 49 43 15 3 0
split_gain=0.000442822 0.000324789 0.000306313 0.000262644 0.000233224 0.000353772 0.000428596 0.000210047 0.000306569 0.000454878 0.000354322 0.000222046 0.000301636 0.000289741 0.000197179 0.000190544 0.000188853 0.000381171 0.000168809 0.000157792 0.000126199
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 -0.10575999999999998 -0.074904999999999985 0.085325000000000012 0.11588000000000002 0.077065000000000008 -1.0000000180025095e-35 0.0057500000000000008 -0.089879999999999974 -0.089189999999999978 -0.029304999999999998 -0.064539999999999986 -0.017214999999999998 -0.13927999999999999 -0.17106499999999999
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 11 9 14 15 12 -5 -14 -9 -10 -17 18 -18 -19 -15
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 -12 -13 13 20 -16 16 17 19 -20 -21 -22
leaf_value=-0.0010563602639429631 -0.00081444861189176984 -0.00067443522866881319 -0.00079908175608184794 5.5564705612436236e-05 -0.0005503317175503485 0.00093223256819200502 -0.00073510254947269809 -0.00037818276568250359 0.0009635631152844613 -0.00110923870298052 -0.00059064266367782402 -0.00017487276739159657 0.00023608572732002981 0.0016408183703111943 0.00064262824449976973 0.00077979989735025342 3.3492479636884277e-05 1.1970860638725849e-07 0.00080574927528346521 -0.00090701764023403016 0.00085035359816424251
leaf_weight=0.0010530119066935939 0.0011763604838193045 0.00111168695190545 0.0010530270689286586 0.0019530811866095149 0.0012406598863422538 0.001566622860835142 0.0014545709853579216 0.0010319608898660491 0.0011626757231805174 0.0013250162933521568 0.0012486003493443754 0.0013439550887257706 0.0012586414968717074 0.0010327334936142268 0.0010058206594581931 0.0013883853107189148 0.0013699091646773021 0.0010457879756735622 0.0017169184410389948 0.0010192478088086425 0.0011481036434708713
leaf_count=592 68 306 461 108 88 152 102 151 51 748 96 56 91 53 165 96 143 107 57 142 77
internal_value=0 2.8415e-05 6.73323e-05 0.000104687 0.00014184 0.000180747 0.000123333 0.000188876 6.14548e-05 -0.000360908 0.000220123 0.000421801 0.000570507 0.000862913 0.000125675 0.000351543 0.000242743 9.80105e-05 0.000463028 -0.00044762 0.00122468
internal_weight=0 0.0266538 0.0254774 0.0244244 0.0233127 0.022072 0.0205054 0.0190508 0.0123143 0.0033628 0.00895152 0.00673651 0.00539256 0.00343948 0.00203778 0.00770292 0.00654025 0.00515186 0.00308683 0.00206504 0.00218084
internal_count=3910 3318 3250 2789 2483 2395 2243 2141 1756 1064 692 385 329 221 316 596 545 449 200 249 130
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=22
num_cat=0
split_feature=1213 31 3 39 47 51 1 52 15 2 3 2 123 150 13 52 16 4 0 3 15
split_gain=0.000430655 0.000348558 0.000282204 0.000323637 0.000305406 0.000221937 0.000260593 0.000318102 0.000284997 0.000320871 0.000255493 0.00030161 0.000258347 0.000210494 0.000267267 0.000211341 0.000201648 0.000608929 0.000195197 0.000272617 0.000191841
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.31335500000000011 0.13419 0.13177500000000003 0.12900500000000004 0.11235500000000002 0.11401500000000002 -0.095799999999999982 0.099675000000000014 0.10420500000000001 0.10571000000000001 1.0000000180025095e-35 0.086765000000000023 0.16421000000000002 -0.092854999999999979 -0.5152199999999999 0.24280000000000004 -0.14136999999999997 -0.08348499999999999 -0.012569999999999998
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 -3 12 -12 13 14 15 -10 -8 -18 -17 -20 -9
right_child=1 2 -4 -5 -6 -7 16 20 10 -11 11 -13 -14 -15 -16 18 17 -19 19 -21 -22
leaf_value=-0.00093192107666995071 0.00089472720452576991 -0.0007875304666766519 0.00079028902456121494 0.00080239987180396038 -0.00086335585382292274 -0.00071655239020668095 -0.00016425911900015523 -0.00017133620624516452 -0.00033473101108758935 0.00018762901100974536 0.0011357527185537342 2.4235590538065118e-05 0.00070663433802844024 -0.00056664213562640324 -0.00061748510586802005 0.00087278580402715784 -5.6017234450927885e-05 0.0013453184034827516 0.00049953495894564082 -0.00042187483518502285 -0.0011009639239873902
leaf_weight=0.0010887776794773788 0.0010544097718896686 0.0019434376822162281 0.0010103400016004674 0.0010344373703752288 0.0010487954476392494 0.0010214164228732397 0.0012309492541375385 0.0010176335342838572 0.0014313621882083528 0.0012896977659175302 0.0011012142956943203 0.0011430771230989123 0.0010626957988753025 0.0016807055980178065 0.001202651149457501 0.0011475826663334097 0.0015984325456326332 0.0012852673407870788 0.0018968304435290351 0.0012072948924624393 0.0010224163134303623
leaf_count=592 113 246 136 47 60 142 42 169 430 112 38 41 78 164 88 61 123 136 404 454 234
internal_value=0 4.08009e-05 5.31938e-06 -2.72296e-05 -6.40126e-05 -2.63893e-05 6.767e-06 -7.54368e-05 4.31369e-07 -0.000398539 0.000109071 0.000569628 1.72787e-06 -8.57183e-05 3.16683e-05 0.000169042 0.000349327 0.000568559 0.00033864 0.000141169 -0.00063724
internal_weight=0 0.0264306 0.0253762 0.0243659 0.0233315 0.0222827 0.0212612 0.0171466 0.0151065 0.00323314 0.0118734 0.00224429 0.00962912 0.00856643 0.00688572 0.00568307 0.00411465 0.0028837 0.00425171 0.00310413 0.00204005
internal_count=3910 3318 3205 3069 3022 2962 2820 2519 2116 358 1758 79 1679 1601 1437 1349 301 259 919 858 403
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=21
num_cat=0
split_feature=1213 31 1374 124 457 484 1 12 148 484 11 160 52 3 1 52 47 2 13 15
split_gain=0.000408693 0.000332474 0.000269073 0.00029151 0.00029503 0.000298923 0.000339345 0.000433728 0.000319691 0.000322818 0.000268772 0.000224042 0.00030015 0.000263923 0.000229104 0.000210952 0.000206772 0.000219936 0.00018327 7.24522e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.11158000000000001 0.090920000000000015 -0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.080629999999999993 0.097080000000000014 0.080455000000000013 0.092810000000000017 -0.060039999999999989 -0.023079999999999996 0.076710000000000014 -0.092854999999999979 0.07813500000000001 0.10510500000000002 0.16421000000000002 0.024640000000000006
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 8 -7 10 11 12 15 14 18 -10 17 -15 19 -14
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010107790308266286 0.00094343995692257017 -0.00080013564493227327 -0.00077751609334597322 0.00078101461781891171 0.00077404444003322209 -0.00084773593307268884 0.00083108486564032564 -0.00093542132827536216 0.00025057541178822532 -0.00081059127232092844 -0.00055366245662706224 -0.00052566896281878832 3.8173550912156858e-05 0.00042718027031923785 0.0007997435087077555 0.0010110506729713183 -0.00065967070195653923 -0.00053873602177222091 -0.00047899841344996893 0.00064768028174176434
leaf_weight=0.0010633556074319392 0.0010235005897620128 0.0011103540413968096 0.0014583295227705217 0.0013022175684123871 0.0012050435149640873 0.0011058406593136274 0.0012182309630605582 0.0014175523974585364 0.0019772866446793047 0.0010677781977488218 0.0014438994524399998 0.0010925473614257783 0.0010050890057263116 0.0017308267996120246 0.0018731246863783191 0.0019505123710222465 0.0016704931734674577 0.001001874266846739 0.0010640145158201664 0.0010990692864473323
leaf_count=592 113 67 559 37 127 75 156 87 297 166 169 109 195 86 350 167 65 56 55 382
internal_value=0 2.6347e-05 -1.00429e-05 2.5498e-05 -1.658e-05 -5.95416e-05 -9.00407e-06 -6.14875e-05 7.02385e-06 6.27024e-05 0.000121317 0.000188694 0.00024706 8.85411e-05 0.000344866 0.000628221 -0.00020493 7.3052e-05 7.59277e-05 0.000356538
internal_weight=0 0.0268176 0.0257941 0.0246837 0.0233815 0.0221765 0.0207181 0.0194999 0.0180824 0.0169765 0.0159087 0.0144648 0.0133723 0.00944449 0.0050413 0.0039278 0.00440319 0.0027327 0.00316817 0.00210416
internal_count=3910 3318 3205 3138 3101 2974 2415 2259 2172 2097 1931 1762 1653 1189 982 464 207 142 632 577
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=21
num_cat=0
split_feature=1213 1374 484 484 38 39 160 1 12 151 4 47 151 1 133 52 52 0 52 2
split_gain=0.000414004 0.000292516 0.000264556 0.000336695 0.000305895 0.000358251 0.000333461 0.000330542 0.000321691 0.000301508 0.000331288 0.000413967 0.000262318 0.000261518 0.000251928 0.00027478 0.000276257 0.00024955 0.000246372 0.000186873
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.097080000000000014 0.08654000000000002 0.084445000000000006 0.084835000000000008 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.090394999999999989 -0.0040999999999999986 0.09252500000000001 -0.030624999999999996 0.094695000000000015 0.085050000000000014 -0.031409999999999993 0.092885000000000009 -0.017269999999999997 -0.048794999999999991 0.093815000000000009
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 18 8 9 -8 14 12 -12 19 15 -11 -17 -7 -3 -14
right_child=1 2 -4 -5 -6 17 7 -9 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.00095802053556050335 -0.00079012339428239015 0.00014144560293193718 -0.00068000713975312666 0.00092655243462109722 -0.00077430166974328419 0.00025798762946476048 -0.00061892037659285663 0.00098026559534791216 -0.00063992318685374464 -0.00060738378508012891 0.0013077708060147792 -0.00021936091347813565 -0.00040927486512906517 0.0008791340614288678 -0.00077645561420282522 0.00074222283531265776 -0.00023658725099249292 0.001280520817350932 -0.00080372460238280034 0.00054513283796780456
leaf_weight=0.0011593304185304838 0.0010955329878687961 0.0011118979903710358 0.0011960954128874953 0.0011974568012651501 0.001104314552191398 0.0015958348833280799 0.0012682408202071569 0.0010561059615658138 0.001570097251842169 0.0011033353197339672 0.0012307851370572109 0.0018911369002985179 0.0010604756112007566 0.0019987031578486691 0.0011273676525334897 0.0017672414463767022 0.0012911182151149475 0.0010073348324889106 0.0019917620316110439 0.0010627502241407627
leaf_count=592 68 159 213 135 71 231 101 86 85 289 64 92 112 70 361 280 104 73 600 124
internal_value=0 2.38343e-05 5.86234e-05 9.4778e-05 5.19175e-05 9.31391e-05 1.84291e-05 0.000109786 4.99783e-05 0.000128465 0.000204096 0.000427561 0.000656121 0.000461542 -0.00010196 8.07548e-05 0.000329008 0.000653672 -0.000465114 6.84402e-05
internal_weight=0 0.0267276 0.0256321 0.024436 0.0232385 0.0221342 0.019531 0.0164274 0.0153713 0.0138012 0.0125329 0.00724385 0.00535271 0.00412193 0.00528906 0.00416169 0.00305836 0.00260317 0.00310366 0.00212323
internal_count=3910 3318 3250 3037 2902 2831 2527 1768 1682 1597 1496 462 370 306 1034 673 384 304 759 236
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=13
num_cat=0
split_feature=160 1 123 12 133 48 16 12 2 151 15 43
split_gain=8.16512e-05 9.9906e-05 0.00012826 0.000136657 0.000135608 0.000101732 0.000166263 0.000192622 0.00012454 9.53344e-05 0.000144 0.000126955
threshold=-0.217635 0.13662500000000002 1.0000000180025095e-35 0.11655500000000001 0.086975000000000011 0.087035000000000015 -0.15168999999999996 0.090385000000000007 0.097940000000000013 -0.0074049999999999993 -0.064869999999999983 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7 -8 -11 -12
right_child=1 -3 -4 -5 -6 8 9 -9 -10 10 11 -13
leaf_value=-0.0019611234232944801 0.00035575854555855484 0.0017804138650191156 0.0018245759510495845 -0.002591094597426985 -0.0025013026276029218 -0.0024059873086594015 0.0018070168454485847 0.0042975080028930975 0.00029991931257408776 -0.0022920070241623743 0.0017815602809826592 -0.00091741960178864674
leaf_weight=0.0010023624084416058 0.0014053545822983729 0.0016021781435657826 0.001601445542206043 0.0011614658739709941 0.0010470378704945252 0.0015007615897189791 0.0010928041454301169 0.0010917874749383216 0.0019235000078964282 0.0015254207222891837 0.0015748853573777097 0.001913029103078564
leaf_count=429 156 190 259 131 747 185 168 53 153 319 203 917
internal_value=0 0.000105118 -6.43606e-05 -0.000276851 -7.12682e-05 0.000140274 0.000548753 0.00207915 -0.000886007 -7.7112e-05 -0.000487813 0.000301241
internal_weight=0 0.0174397 0.0158375 0.014236 0.0130746 0.0120275 0.00860328 0.00249714 0.00342426 0.00610614 0.00501334 0.00348791
internal_count=3910 3481 3291 3032 2901 2154 1816 209 338 1607 1439 1120
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=23
num_cat=0
split_feature=1213 1456 14 1374 457 11 457 38 48 124 49 4 13 124 4 16 51 4 4 13 3 12
split_gain=0.000367721 0.000359865 0.000305183 0.00029421 0.000210646 0.000184953 0.000181534 0.000201276 0.000212875 0.000304741 0.000238072 0.000233165 0.000213765 0.000154269 0.00032197 0.000231159 0.00024913 0.000233713 0.000293722 0.000136737 9.80073e-05 6.47131e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.090920000000000015 0.088315000000000018 -0.0034949999999999994 0.084445000000000006 0.016865000000000002 -0.048219999999999992 0.0052300000000000011 -0.012939999999999998 -0.019614999999999997 0.095200000000000021 -0.23071499999999998 -0.13863999999999996 -0.082264999999999991 -0.076854999999999993 0.05309500000000001 -0.07409499999999998 -0.077894999999999978 0.092150000000000024
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 -5 8 9 -8 13 12 -10 14 21 20 -17 -18 -19 -13 -16 -11
right_child=1 2 -4 4 -6 -7 7 -9 11 10 -12 19 -14 -15 15 16 17 18 -20 -21 -22 -23
leaf_value=-0.00089430509065549426 -0.0008208041485329654 -0.0006976442705790831 -0.00070012404248735261 -0.00034745168416438284 0.00081200622625137028 -0.00046498828256464367 0.00093331725447414349 -0.00048344946932264384 -0.00039674842474753558 -0.00021179650679012223 -0.00066196632613909842 0.0011580837731140776 0.00057632147909659538 0.00066248835179483385 0.00021770455814650602 0.00061652065540571978 0.00041370347649988633 -0.0010248317200527541 1.1525119778811538e-05 0.0004765156046020499 0.00082302892166568784 -0.0007590786375915741
leaf_weight=0.0010784312913249159 0.0011446853750314836 0.0010470169788137076 0.001185042055235396 0.001656864713941191 0.0010645544992351477 0.0012695399616369221 0.0010112583124928182 0.0010145053388626027 0.0010307475602933103 0.001026937865856942 0.0010278079233400775 0.0012906308391585353 0.0011326067744548141 0.001110742017424505 0.0010935932100619716 0.0012030767597095452 0.0010817030097656864 0.0011556117683190334 0.001505053827886349 0.0015468983824608032 0.0015392287883147174 0.0010389157192389753
leaf_count=592 332 66 92 259 124 121 139 69 66 62 345 128 93 26 67 86 490 353 70 174 106 50
internal_value=0 2.69019e-05 6.56661e-05 0.00010372 0.00014052 0.000107633 0.000143153 0.000186369 0.000224556 0.000118834 4.89306e-05 0.000495028 0.000112695 0.000116869 5.40281e-05 0.00020152 4.50198e-06 -0.000192247 -0.000438598 0.000786522 0.000571596 -0.000487024
internal_weight=0 0.026177 0.0250323 0.0238473 0.0228003 0.0217357 0.0204662 0.0188093 0.0177948 0.0127939 0.0117827 0.00500088 0.00216335 0.0107549 0.00964412 0.00757827 0.00494545 0.00374237 0.00266067 0.00283753 0.00263282 0.00206585
internal_count=3910 3318 2986 2894 2828 2704 2583 2324 2255 1794 1655 461 159 1310 1284 1172 999 913 423 302 173 112
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=15
num_cat=0
split_feature=124 4 15 48 2 48 151 151 12 12 15 52 4 4
split_gain=7.79339e-05 0.000109419 8.50105e-05 0.000116131 0.000155302 0.000226396 0.00011926 0.0001691 0.000104918 0.000257383 0.000217649 0.000104608 0.000177186 0.000177485
threshold=0.10143000000000002 -0.49837999999999999 0.10363000000000001 0.12675000000000003 0.091985000000000011 0.097140000000000018 -0.083919999999999981 -0.0080899999999999982 0.10333000000000002 0.084100000000000022 -0.0058549999999999991 -0.077699999999999977 0.018480000000000003 0.41666000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 11 -3 -8 9 10 -9 -6 -13 -14
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12 12 13 -15
leaf_value=-0.0021411860453855779 0.0018272216775062392 -0.0023732154514019134 -0.001730937629684462 -0.0020502938934696324 0.0022472828150452841 0.0036054875196620626 0.0025559659039627114 -0.0017528651988485203 0.0012631304718356484 -0.0030994538166130383 0.0021726719132776078 -0.0016893647627293209 0.0028280194814426806 -0.00094908072901649424
leaf_weight=0.0011376438604699104 0.0010032384020133766 0.0011195528137860136 0.0011661910646270637 0.0010109578013682294 0.0011622772264132109 0.0013090983953103945 0.0010142435013569748 0.0012079501868392309 0.0012560631594420169 0.0016017922352979264 0.0013919211372171161 0.0017364500897857366 0.0012981576317533522 0.0010150378743629049
leaf_count=174 55 264 349 100 307 140 128 189 120 1243 187 256 251 147
internal_value=0 -0.000112287 2.94076e-05 0.00016515 0.000323854 0.00108975 -0.000334039 1.87078e-05 -0.000452807 -0.000965776 0.000348792 0.00045786 -5.57173e-05 0.00117062
internal_weight=0 0.0174273 0.0162897 0.0151235 0.0141125 0.00652102 0.00759152 0.00647197 0.00545773 0.00420166 0.00259987 0.00521192 0.00404965 0.0023132
internal_count=3910 3855 3681 3332 3232 1101 2131 1867 1739 1619 376 961 654 398
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=13
num_cat=0
split_feature=14 376 48 3 15 4 42 159 2 16 3 4
split_gain=7.26757e-05 8.09583e-05 9.86186e-05 0.000135734 0.000226551 0.000186425 0.000134635 0.000126212 0.00020004 0.00014537 0.000120871 0.000110499
threshold=0.064610000000000015 0.048375000000000008 0.12675000000000003 0.10666500000000002 -0.090674999999999992 0.28937500000000005 -1.0000000180025095e-35 0.082325000000000023 0.094010000000000024 -0.015314999999999997 -0.08348499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 10 -10 -8 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 11 -13
leaf_value=-0.0028789050586151407 -0.0019382284471540154 0.0016580503196113741 -0.0021827181590254041 -0.00059634269126116921 0.0032490956140116718 0.0025140873970221113 0.0027430227831250894 -0.0026516065537496368 -0.0033612149769216689 0.000221640065936116 -0.00097999347782333057 0.0017553022346479363
leaf_weight=0.0012971876817989706 0.0010258786475071243 0.0016967584169679381 0.0011332157317644762 0.0016436894612120029 0.001782423235748177 0.0011734493093334486 0.0014615483722624383 0.0011029469890417934 0.0013183251926272531 0.001214273683065592 0.0019576037645858773 0.0014239615256970012
leaf_count=954 138 198 110 136 144 209 387 276 196 267 782 113
internal_value=0 0.000108689 -6.08226e-05 0.000106447 0.00140423 -0.00029964 -0.000637387 -0.000294447 5.80367e-05 -0.00164339 0.000947759 0.000171827
internal_weight=0 0.0172054 0.0155086 0.0143754 0.00342611 0.0109493 0.00977585 0.00847866 0.00737571 0.0025326 0.00484311 0.00338157
internal_count=3910 3772 3574 3464 280 3184 2975 2021 1745 463 1282 895
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=13
num_cat=0
split_feature=41 42 43 0 4 0 1 15 15 0 47 49
split_gain=5.9502e-05 8.80885e-05 0.000127871 0.000122305 8.22475e-05 0.000130254 8.56622e-05 0.000129343 0.000108394 0.000151615 0.000177729 4.6075e-05
threshold=0.078150000000000011 -0.10770999999999999 -0.083899999999999988 -0.061129999999999997 -0.23071499999999998 0.13167000000000004 0.076710000000000014 -0.0089749999999999986 -0.091704999999999995 -0.10462499999999998 0.077735000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 8 9 10 11 -8
right_child=-2 2 4 -5 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0017521341101039505 -0.0014323208241062446 0.00023007769785444765 -0.0029615319261159802 0.0029212943588112611 -0.0011626235792399648 0.00037477013162252935 0.0019700150319833607 0.0020023234360438099 -0.0013395549781288253 0.0023603711115646213 -0.0022981909657590819 -3.5514265487640951e-05
leaf_weight=0.0010986732322131451 0.0012457420258356047 0.0016961442453898405 0.0010639045890945527 0.0014210053325359661 0.00181577690706491 0.0010794598112883191 0.00103019480135913 0.0019217751802742137 0.0019358131089481645 0.0014777505551898081 0.0012207682579896684 0.0010685814559543427
leaf_count=216 201 617 203 139 1262 46 47 468 297 230 106 78
internal_value=0 0.000100299 0.000229674 0.00145691 -7.35994e-05 -0.00128127 0.000173614 0.000453954 1.20156e-05 0.000557404 -0.000245217 0.00094891
internal_weight=0 0.0168298 0.0157312 0.00311715 0.012614 0.00214336 0.0104707 0.00865488 0.00673311 0.0047973 0.00331954 0.00209878
internal_count=3910 3709 3493 756 2737 249 2488 1226 758 461 231 125
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=13
num_cat=0
split_feature=14 157 16 16 0 42 4 1 43 0 2 151
split_gain=7.00382e-05 7.56424e-05 0.000105773 0.000171522 0.000153772 0.000234992 0.000130254 0.000113098 8.99215e-05 0.000131036 0.00012624 0.000192598
threshold=0.064610000000000015 -0.073574999999999988 -0.055679999999999993 -0.004514999999999999 -0.017269999999999997 0.085195000000000007 -0.49837999999999999 0.11561500000000001 0.083940000000000015 -0.08824499999999999 0.089910000000000004 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -6 8 9 10 -3 -12
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 11 -13
leaf_value=0.0015221061626611856 -0.0018372237838811885 -0.001938100728423093 -0.0031625199148545705 -0.0027716947051658791 -0.00068867347747535645 0.0011731910418397921 0.0025353569961652318 0.0020685178874418498 -0.0018492080912378829 0.0026487911335738132 -0.0013685935031459663 0.0024631269368761218
leaf_weight=0.0017420169398450853 0.0010149814186753 0.0013639760246352646 0.0012079902385818235 0.0019926791587744214 0.0011614681425206053 0.0012780438498633355 0.001456446296916992 0.0018394484176610043 0.0010729048272906296 0.0010888358479001995 0.0012310886648562724 0.0015013358263563717
leaf_count=490 138 216 461 324 117 353 107 320 222 867 91 204
internal_value=0 0.000104798 -5.76969e-05 -0.000697692 -0.00019206 -0.00123022 0.00110498 0.000503187 4.30914e-05 0.000434637 -0.000153892 0.000736753
internal_weight=0 0.0169362 0.0151942 0.00709663 0.00588864 0.00327072 0.00261791 0.00809759 0.00625814 0.00518524 0.0040964 0.00273242
internal_count=3910 3772 3282 1362 901 677 224 1920 1600 1378 511 295
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=23
num_cat=0
split_feature=31 1213 1456 1374 2 49 0 51 4 2 0 51 52 130 0 0 13 52 2 16 12 4
split_gain=0.000398061 0.000362686 0.000317602 0.000289939 0.000222843 0.000216211 0.000402201 0.000210461 0.000231485 0.000396692 0.000367583 0.000265161 0.000268429 0.000238883 0.000253369 0.000515681 0.000311964 0.000167459 0.000286763 0.000273476 0.000603603 0.000144518
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.14808000000000002 0.18307500000000002 -0.23029999999999998 0.13881000000000002 0.28937500000000005 -0.13811499999999996 -0.15713499999999997 0.077145000000000005 0.11401500000000002 -1.0000000180025095e-35 -0.070894999999999986 -0.10575999999999998 -0.079834999999999975 0.10062000000000001 0.099675000000000014 0.099280000000000021 0.091475000000000015 0.11205000000000001
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 -5 8 10 -10 -8 12 13 -12 15 21 -17 18 19 -16 -21 -15
right_child=1 2 3 4 -6 -7 7 -9 9 -11 11 -13 -14 14 17 16 -18 -19 -20 20 -22 -23
leaf_value=0.00097389557848603914 -0.000956429769204794 -0.0008761351988502093 -0.00078127856087095628 0.00078224520942773513 0.00082639861991420037 -0.00070671736218133976 -0.00090779040100674399 -0.00072305616888514483 -0.00015400099055618756 0.0010598254383420197 -0.00064733815977168028 0.00071930032613711284 -0.00080474781090862819 -6.9616882180778661e-06 0.0010960605956724435 -6.3428870097717187e-05 -0.0012375686545457506 0.00089906152372470384 -0.00042907237280132975 -0.00081675777585363545 0.00088715948962576755 0.0008648617924208289
leaf_weight=0.0010669125031374229 0.0011330813017566338 0.0010856091290441716 0.0011288032150855712 0.0019459204097405014 0.0010036856943217215 0.0010071502452104744 0.0012101784308670626 0.001026925743476347 0.0014201378798631425 0.001480158914378654 0.0012373389461058414 0.0013735973807874396 0.0011247680957200421 0.0010253174616305606 0.0011799596956994134 0.0011455819423003095 0.0013008571549227516 0.0011497486518905475 0.0013818524122749393 0.0010161072129810655 0.00124578633766248 0.0010219874891004288
leaf_count=113 592 332 67 81 159 80 70 97 60 153 216 194 258 94 93 394 458 24 199 63 49 64
internal_value=0 -4.81355e-05 -7.79396e-06 3.07995e-05 7.01468e-05 3.60991e-05 7.12452e-05 -2.91938e-07 4.02372e-05 0.000465472 -3.97798e-05 3.41803e-05 -3.91735e-05 3.43957e-05 0.000114984 -0.000179321 -0.00068776 0.000336386 0.00020227 0.000455744 0.000121711 0.000428241
internal_weight=0 0.0266446 0.0255115 0.0244259 0.0232971 0.0222934 0.0212862 0.0193403 0.0183134 0.0029003 0.0154131 0.0142029 0.0128293 0.0117045 0.0104672 0.00449374 0.00244644 0.00597345 0.00482371 0.00344185 0.00226189 0.0020473
internal_count=3910 3797 3205 2873 2806 2647 2567 2486 2389 213 2176 2106 1912 1654 1438 1010 852 428 404 205 112 158
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 31 1 14 11 0 0 47 15 1 4 4 1 42 16 16 12 47 16
split_gain=0.000410432 0.000363688 0.000306843 0.000273649 0.000227164 0.000311639 0.000284112 0.000270032 0.000706619 0.000391444 0.000262326 0.000282592 0.000202755 0.000246468 0.000243167 0.000148261 0.000154684 0.000146825 0.000134529 0.000131977 0.000104273
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.13662500000000002 0.056865000000000006 0.088315000000000018 -0.10575999999999998 -0.089879999999999974 0.082465000000000024 -0.03231499999999999 0.088135000000000005 0.097045000000000006 0.0051950000000000008 0.11198000000000001 0.084745000000000015 0.15100500000000003 0.0054700000000000009 0.084100000000000022 0.10697000000000002 0.16388500000000003
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 9 -9 12 17 15 13 -5 -14 16 18 -10 -12 -11 -6
right_child=1 2 3 4 20 -7 -8 8 10 19 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0009892232363229816 -0.00087018144086052954 -0.00075338259946111142 0.00092640516002125877 0.000524287653130545 0.00094852504067313508 -0.00083865774263929612 -0.00069211110892061518 -0.0012644047730139632 0.00098112668493604118 -0.00066804298159588865 0.00095183525161437435 -0.00081924485527985107 -0.00019047448289664077 0.0015027862736820389 0.00077290431118969146 -0.00037260125312082125 -0.0001003578003235912 0.00020189667274445307 0.00014375376659505883 0.00015623734425895233 0.00023051024883105777
leaf_weight=0.0010449596240139731 0.0010883307655809747 0.0010907884100266321 0.0010389378853178288 0.0019324438298322011 0.0010360059612744858 0.0010167588060693835 0.0011709473091876524 0.001099149916485174 0.001101783794472031 0.0010074099001560546 0.0010288313402203849 0.0010855057140952695 0.0014722080070627142 0.0010163181769572149 0.0012564531869605766 0.0013889682221238098 0.0018711667630884055 0.0014477228756761551 0.0011061402597521974 0.0010029147469907684 0.0010574571937995714
leaf_count=592 332 68 112 136 148 95 111 329 260 42 68 339 142 25 53 294 69 277 331 53 34
internal_value=0 3.94607e-05 8.03223e-05 0.000119627 8.16966e-05 2.89388e-05 7.53965e-05 0.000125838 -4.66779e-05 0.000353142 0.000101544 -7.04135e-05 0.000569125 0.000861536 0.000253128 8.02528e-05 0.000237262 0.000538645 0.000533164 -0.000256824 0.000585839
internal_weight=0 0.0253162 0.0242279 0.0231371 0.0220982 0.0200047 0.018988 0.017817 0.0101293 0.00768775 0.00903012 0.00648061 0.00567742 0.00294876 0.00272866 0.00539511 0.00400614 0.00254951 0.00213497 0.00201032 0.00209346
internal_count=3910 3318 2986 2918 2806 2624 2529 2418 1967 451 1638 1101 356 161 195 762 468 537 399 95 182
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=21
num_cat=0
split_feature=1213 453 38 1374 457 40 159 2 15 16 0 157 52 133 2 42 52 13 1 4
split_gain=0.000405829 0.000245703 0.000268253 0.000270427 0.000376582 0.000302173 0.0003142 0.000295556 0.000309919 0.000411094 0.000224004 0.000272677 0.000286139 0.000225915 0.000310972 0.000208895 0.000380278 0.000206486 0.000333998 0.000132879
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084445000000000006 -0.094679999999999986 0.088055000000000008 1.0000000180025095e-35 -0.11345499999999999 0.11260500000000001 -0.13823999999999997 -0.11807499999999999 -0.22851499999999997 -1.0000000180025095e-35 0.11262000000000001 0.098810000000000023 0.10251500000000001 0.089470000000000008 -0.089799999999999977 -0.083514999999999992 0.095155000000000017 0.08734500000000002
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 10 -9 -10 -8 -12 13 14 15 16 -13 -18 -19 -17
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 11 12 -14 -15 -16 19 17 18 -20 -21
leaf_value=-0.00095287058671187199 -0.00067978564477368325 -0.00069753133057516754 -0.00070026207595066513 -0.00073697291659891777 0.00095013929738583006 0.00088722459513408507 0.00069019359809985932 0.0012084430653031262 -0.00060793090370012516 0.00066221321656872219 -0.00068009060348090268 -0.00098449915996576438 -0.00080549732408790188 -0.00063116696421877466 0.00093467452794493997 0.00011367990612797369 0.00052653754742497969 -0.00058709231493169736 0.00037821051704461651 0.00091669718278537631
leaf_weight=0.0011321133187508622 0.0010924600147443888 0.0011443342662781344 0.0011310493399924173 0.0012619173508156131 0.0013916495261309106 0.0011516844666641371 0.0010858684911743072 0.0010990974613550326 0.0010322284796846493 0.0018249772130758896 0.0016586997602511472 0.0010205635723321465 0.0010046795761424346 0.0010150742577227237 0.001196090657864802 0.0011173845835682761 0.0018282102857042418 0.0019738868444562274 0.0017493130519458389 0.0010197441136914204
leaf_count=592 68 99 81 278 143 58 53 170 62 228 435 162 206 323 130 148 171 376 80 47
internal_value=0 3.10958e-05 6.49148e-05 0.000101706 0.000139767 8.61647e-05 3.97759e-05 9.24014e-05 0.000482571 0.000203346 -1.28257e-05 -6.90246e-05 1.59716e-05 9.15479e-05 0.000165611 5.99893e-05 -8.20709e-05 8.38303e-05 -0.000133553 0.000496845
internal_weight=0 0.0257989 0.0246546 0.0235235 0.0224311 0.0210394 0.0198877 0.0186258 0.0039563 0.00285721 0.0146695 0.0135836 0.0119249 0.0109203 0.00990519 0.0087091 0.00657197 0.00555141 0.0037232 0.00213713
internal_count=3910 3318 3219 3138 3070 2927 2869 2591 460 290 2131 2078 1643 1437 1114 984 789 627 456 195
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=21
num_cat=0
split_feature=31 1213 1374 150 15 484 1 474 151 0 16 12 12 3 2 0 4 2 13 2
split_gain=0.000434388 0.00036954 0.000317253 0.00031896 0.000440025 0.000356332 0.000259914 0.000245449 0.000382068 0.000277126 0.000605078 0.000240733 0.000236368 0.000225656 0.000187006 0.000184047 0.000181296 0.000171923 0.000113635 0.000101839
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.082085000000000019 -0.03231499999999999 -0.0043499999999999988 0.12864500000000004 0.084835000000000008 -0.029339999999999995 -0.070894999999999986 -0.14879499999999998 0.092870000000000022 0.098845000000000016 0.11265500000000002 0.08400500000000001 -0.14733499999999997 0.0057500000000000008 0.10113500000000002 -0.094679999999999986 0.096540000000000015
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 11 -4 7 8 -7 10 15 16 17 -8 -12 -10 -5 19 -17 -11
right_child=1 2 3 4 -6 6 13 -9 9 12 14 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0008876450275891682 -0.00083499524881116964 -0.00075475245128782853 -0.00075411596729945752 0.00052879723619516522 -0.00030041828301162433 -0.00093617699004518553 0.00079521224382143668 0.00048721054799637009 0.00051891135431151941 0.00029738153093446327 -0.0012176056674398936 8.2696172827027939e-05 -0.00041836315211931741 -3.4379558284709041e-05 -0.00046889816399695115 0.00018950515538809244 0.0013060216527416844 -2.8195603574424107e-05 -0.00045387863192060651 0.0008421534238272733
leaf_weight=0.0010274163961591079 0.001099959042332589 0.0010602734131752714 0.00133351505112297 0.001384723034854568 0.0014851230876621871 0.0010692906673334121 0.0013733731320674956 0.0013786411571224963 0.0013658711550898206 0.0016952618305605717 0.0010689950627224554 0.0011603703814013766 0.001137504943895834 0.0012088710144176062 0.0016857361417850422 0.001056889255924176 0.0010234840912402149 0.0019416593757963785 0.0010970571263258198 0.001115744590580281
leaf_count=113 592 67 551 132 134 144 104 207 71 133 332 47 128 105 637 37 87 158 99 32
internal_value=0 -4.08741e-05 -5.42697e-06 2.82634e-05 0.000340093 -5.67895e-05 -2.7098e-06 -7.50827e-05 -0.000133659 -6.3117e-05 -0.000267897 0.000606653 0.000155026 0.000406841 -0.00075944 0.000116802 0.000859116 0.000292262 -0.000138186 0.000513612
internal_weight=0 0.0257423 0.0246424 0.0235821 0.0050537 0.0185284 0.0171949 0.0146127 0.013234 0.0121647 0.00627455 0.00356858 0.00589017 0.00258224 0.00275473 0.00351982 0.00240821 0.00475267 0.00215395 0.00281101
internal_count=3910 3797 3205 3138 400 2738 2187 1978 1771 1627 1176 266 451 209 969 207 219 323 136 165
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 133 11 16 146 3 457 160 51 2 133 49 16 4 1 133 52 43 0 16
split_gain=0.000406649 0.000375984 0.000391999 0.000313588 0.000313639 0.000414039 0.000313015 0.000313716 0.000378836 0.000305273 0.000395498 0.000282764 0.000293689 0.000218457 0.000198233 0.000194566 0.000180024 0.000114298 0.000124014 0.000110454 9.37245e-05 5.48052e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.080455000000000013 -0.069144999999999984 0.082850000000000021 -0.12008499999999998 -0.0034949999999999994 -0.082969999999999988 0.08482000000000002 0.11735000000000002 -1.0000000180025095e-35 -0.084934999999999997 -0.27337499999999998 -0.15796999999999997 0.10884000000000001 0.083815000000000014 -0.076599999999999988 -0.075819999999999985 -0.10071499999999999 -0.092424999999999993
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 15 -9 16 11 12 -11 -14 -15 -4 -10 18 19 -16 -20 -12
right_child=1 2 3 -5 5 -7 -8 8 9 10 21 -13 13 14 17 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.00086401286385715751 -0.0008186101048672967 -0.00075954445388861779 0.00099412346619979618 -0.00068924549651209403 0.00020262255219662532 -0.0010605571810978418 -0.00060721177694790301 -0.00055410621018007133 -0.00073455776295099182 -0.00044802837588734621 0.0010870185039406669 -0.00049982924640383291 -0.00020878978431143253 0.00094700357693555399 0.00018491464694284077 0.00019735209260526775 8.1645033423950682e-05 0.00071295290455976616 0.00032351931765343744 0.00085838123324324565 -0.00017214541629041264 0.00062935612672892745
leaf_weight=0.0011458337359536363 0.0010831490039264749 0.0011884995823015004 0.0016712044976259222 0.0010310681114631673 0.0011726925980007907 0.0010385063164277666 0.0010065598440369685 0.0014708268106202104 0.0010030834711221145 0.0010892245836029097 0.0011386657451358806 0.0011290570734347203 0.0012750446765263943 0.001361367592561123 0.0010409157917354861 0.0010650901713433669 0.0013395313693745914 0.0013658771183637369 0.00153985974814574 0.0010267644537729171 0.0017076663844337791 0.0010841697284089411
leaf_count=592 68 332 43 435 75 147 40 240 309 403 44 199 80 94 86 103 79 154 29 75 151 132
internal_value=0 2.22408e-05 5.76163e-05 9.71646e-05 0.00013163 -0.000390639 0.00018581 0.000225115 0.000153661 0.000218315 0.000301091 0.000192663 0.000267793 0.000351474 0.000440297 0.000683984 -0.000267845 0.000337049 0.00024045 0.000519343 6.28809e-05 0.000863797
internal_weight=0 0.0268288 0.0257457 0.0245572 0.0235261 0.0022112 0.0213149 0.0203083 0.0175721 0.0161012 0.0137586 0.0115358 0.0104067 0.0093175 0.00804245 0.00273629 0.00234261 0.00668108 0.00531521 0.00206768 0.00324753 0.00222284
internal_count=3910 3318 3250 2918 2483 222 2261 2221 2075 1835 1447 1271 1072 669 589 146 388 495 341 161 180 176
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=14
num_cat=0
split_feature=376 1 457 151 150 1 474 16 0 15 2 133 47
split_gain=8.72587e-05 0.000113235 0.000126514 0.000138137 0.000191051 0.000128964 0.000109162 0.000207569 0.00010184 0.000105464 8.75743e-05 8.59628e-05 5.13431e-05
threshold=0.088415000000000007 1.0000000180025095e-35 -0.0034949999999999994 0.056555000000000001 0.082085000000000019 0.12864500000000004 0.080165000000000014 -0.055679999999999993 -0.089879999999999974 0.024640000000000006 0.090905000000000014 0.017095000000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 7 12 -1 11 -6 -10 -4
right_child=-2 2 3 -5 10 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0032527887738678244 0.0022584120169854504 -0.0023330413151814253 0.0011721056417694407 -0.0018539756171893015 0.001299844944148418 0.0021039096901250024 0.0019202111463274842 -0.0030098060958669028 -0.00034464198855737102 0.0014125134018998214 0.0045038454921943298 -0.0032156574294852228 -0.0010007906102395248
leaf_weight=0.0011088262594309457 0.0010095093908079325 0.0010674753235824794 0.0019898234601428023 0.0013515406216143009 0.0010467100709079524 0.0018332135388053304 0.0011229153099235889 0.0017400893560663554 0.0018234900553035773 0.0012160216960017886 0.0010994905926474535 0.0010234647390128318 0.0010412012352980921
leaf_count=466 82 132 423 82 101 230 172 457 209 854 144 455 103
internal_value=0 -0.00013893 0.000275159 0.000523195 0.000848597 0.000267376 -0.000303839 -0.000827285 -0.00112315 -0.000541947 0.00294124 -0.00137676 0.000425684
internal_weight=0 0.0174643 0.0122925 0.011225 0.00987344 0.00772724 0.00589403 0.00477111 0.0051718 0.00406298 0.0021462 0.00284695 0.00303102
internal_count=3910 3828 1844 1712 1630 1385 1155 983 1984 1518 245 664 526
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=15
num_cat=0
split_feature=160 1 123 12 12 48 4 15 4 151 1 15 0 1
split_gain=7.16992e-05 8.6332e-05 0.000115489 0.000132515 0.000125668 0.000138694 0.000212267 0.000143642 0.000138343 0.000120271 0.000189587 8.82888e-05 6.77862e-05 0.000126318
threshold=-0.217635 0.13662500000000002 1.0000000180025095e-35 0.11655500000000001 -0.0089849999999999982 0.11379500000000002 -0.0040999999999999986 -0.0063699999999999989 -0.23071499999999998 -0.076429999999999984 0.11235500000000002 1.0000000180025095e-35 -0.10209999999999998 0.091310000000000016
decision_type=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 -8 12 -10 13 -11
right_child=1 -3 -4 -5 5 -7 9 8 11 10 -12 -13 -14 -15
leaf_value=-0.0021830224672091925 -0.0028102203712492193 0.0019638230637436336 0.0020884324111100534 -0.0030458951637583548 -0.0034521562759314292 -0.0024706313884054576 0.0041633220233347687 -0.0018558340017380591 0.0031536772090070249 0.0010858417132476996 0.0038650997068664927 -0.00022646451273905727 0.001524740899641519 -0.0030228945270036143
leaf_weight=0.0010131946796363726 0.0010852593846001042 0.0016280073324176176 0.0015759770324842428 0.0011532794133177248 0.0011065487997827775 0.0012495637796821066 0.0010569086633316349 0.0016456119887993123 0.001037253237079093 0.0010814282701929467 0.0012182315638210317 0.0011573470569501386 0.0012812611953370578 0.0010381427376309205
leaf_count=429 154 190 259 131 541 97 105 194 71 116 93 1139 330 61
internal_value=0 0.00011968 -7.17087e-05 -0.000312965 -6.97226e-05 0.000180789 0.000492679 -0.000781299 -1.1697e-05 0.00160298 0.00101714 0.00137112 -3.04182e-06 -0.000926572
internal_weight=0 0.0173148 0.0156868 0.0141108 0.0129576 0.0118723 0.0106227 0.00494676 0.00384021 0.00567597 0.00461906 0.0021946 0.00340083 0.00211957
internal_count=3910 3481 3291 3032 2901 2747 2650 1945 1404 705 600 1210 507 177
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=14
num_cat=0
split_feature=484 15 3 159 49 42 0 12 1 4 151 48 1
split_gain=7.72996e-05 7.44885e-05 0.000173834 0.000135991 0.000114126 0.000141741 0.000119802 0.00011365 9.72416e-05 0.000148257 8.18515e-05 0.000132668 8.51398e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 0.073745000000000019 -0.006494999999999999 0.084100000000000022 -0.083564999999999987 0.051320000000000005 0.085990000000000011 -0.00072999999999999985 -0.0088999999999999982 0.091690000000000008 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -8 -4 -10 -11 12 -12
right_child=1 3 8 -5 5 -7 7 -9 9 10 11 -13 -14
leaf_value=-0.0014895486171354717 0.0026829427345399725 -0.0019990859438139144 -0.0014954298800190328 0.0014763529604467814 0.0021073748687786102 -0.0020428101515825182 0.0010300104895689158 -0.0016661652079816578 0.0021643362932740966 -0.0016416549520448032 -0.0018090400334369247 0.0022554919750837512 0.00044535878086158809
leaf_weight=0.0012745417078793659 0.0012302327689633066 0.0018841034255768774 0.0011847094485462374 0.0013552775489692193 0.0011451803529410214 0.0012001567435300231 0.0011999488352889445 0.0012447918216674791 0.0015139478962574032 0.0010279122369521165 0.0010137422476841356 0.0010382733670570754 0.0018482872839317866
leaf_count=612 123 206 577 211 282 631 64 481 212 109 87 64 251
internal_value=0 0.000107021 0.00050234 -0.000329045 -0.000695654 -0.000182969 0.000438799 -0.000342805 0.000150603 0.000453308 -7.23202e-05 0.000341273 -0.000353158
internal_weight=0 0.0168866 0.00885711 0.00802946 0.00667418 0.00479008 0.00358992 0.00244474 0.00762687 0.00644216 0.00492822 0.0039003 0.00286203
internal_count=3910 3298 1423 1875 1664 1458 827 545 1300 723 511 402 338
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=15
num_cat=0
split_feature=484 52 15 11 4 3 133 42 3 2 52 4 2 13
split_gain=6.30128e-05 7.04934e-05 9.30078e-05 0.000137012 0.000142887 0.000194246 0.00018414 0.000145955 0.000197685 0.000243985 0.000243378 0.000181978 0.000144943 1.96455e-05
threshold=-0.0043499999999999988 0.17829500000000004 -0.26361999999999991 0.077330000000000024 -0.14301 -0.115685 -0.0023199999999999996 0.089470000000000008 -0.084129999999999996 0.113945 -0.087094999999999992 -0.0010999999999999996 0.090695000000000012 -0.011514999999999999
decision_type=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 -10 -12 -13 -7
right_child=1 -3 3 -5 6 13 7 -9 9 -11 11 12 -14 -15
leaf_value=-0.0013752408325810805 0.0017233999105180024 -0.0013694282939090477 0.0034639892710252858 -0.0021846990883360763 -0.0026139254197395812 0.000829949513417191 -0.0027355628897670907 0.0017634429756133625 -0.0016897644526142738 -0.0025462268585080194 0.0036892714508983504 -0.00099724677378505472 0.0021795747775525693 -0.00042803062085814238
leaf_weight=0.0012676666243115363 0.0015025347496637918 0.0012311778149572674 0.0011750282403824031 0.0010297744987607374 0.0010955754790473423 0.0010129940000465076 0.0011055262826089188 0.0018240513421321075 0.0011689955289544435 0.0010661446979885192 0.0011962659337755258 0.0011390355634017758 0.0011982027829412628 0.0010059857874192705
leaf_count=612 266 364 42 200 838 61 392 438 111 130 162 106 80 108
internal_value=0 9.92048e-05 0.000215708 5.40999e-05 0.000231609 0.00140276 -0.000150333 0.000159966 -0.000265514 0.000207856 0.000832259 0.00166662 0.000631375 0.000203143
internal_weight=0 0.0167513 0.0155201 0.0140176 0.0129878 0.00319401 0.0097938 0.00869822 0.00687417 0.00576864 0.0047025 0.0035335 0.00233724 0.00201898
internal_count=3910 3298 2934 2668 2468 211 2257 1419 981 589 459 348 186 169
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=14
num_cat=0
split_feature=14 376 48 4 0 1 484 49 52 13 2 42 1
split_gain=6.37001e-05 6.7628e-05 8.07127e-05 0.000138294 0.000196279 0.00019322 0.000123572 0.000151827 0.000231235 0.000170921 0.000110482 8.76939e-05 8.84314e-05
threshold=0.064610000000000015 0.048375000000000008 0.12675000000000003 0.0057500000000000008 -0.17106499999999999 0.12958500000000003 0.084750000000000006 -0.081419999999999979 0.06136500000000001 -0.0010249999999999997 0.093070000000000014 0.083815000000000014 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 11 7 -1 9 -9 -10 12 -6
right_child=-2 -3 -4 4 5 -7 -8 8 10 -11 -12 -13 -14
leaf_value=0.0011705366743553394 -0.0017598386678703301 0.0014719137131028489 -0.0019163408391167762 0.0028123450120893724 0.0011631067461825217 0.0026750132889923487 0.0016705232371126766 -0.0010547052682538009 0.0017566701767261846 -0.0048862242447374887 -0.0014683719579911341 -0.0022118502812475435 -0.0013977348179848566
leaf_weight=0.0012718934729035189 0.0010055690713767764 0.0016705849906817763 0.0011080082946851441 0.0018493882109469478 0.0016163852239290816 0.0011641327926653865 0.0010288756756347273 0.0010926705862810164 0.001038771919222135 0.0013324533025766 0.0011587360669299811 0.0012652496145059249 0.0012202766895629547
leaf_count=124 138 198 110 125 228 180 311 803 690 355 241 318 89
internal_value=0 0.000100756 -5.04725e-05 9.67903e-05 0.000799818 9.30363e-05 -0.000625737 -0.00102654 -0.00163106 -0.00315988 5.612e-05 -0.000639735 6.14826e-05
internal_weight=0 0.0168174 0.0151468 0.0140388 0.00711543 0.00526604 0.0069234 0.00589453 0.00462263 0.00242512 0.00219751 0.00410191 0.00283666
internal_count=3910 3772 3574 3464 940 815 2524 2213 2089 1158 931 635 317
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=13
num_cat=0
split_feature=52 1 12 2 52 1 4 4 12 2 3 4
split_gain=6.6543e-05 0.000114385 0.000100905 8.75829e-05 0.000113726 0.000108576 0.00022554 0.000153678 9.60473e-05 0.000112039 0.000165841 7.86391e-05
threshold=-0.27466499999999994 0.13662500000000002 0.099370000000000014 0.091985000000000011 -0.081429999999999989 1.0000000180025095e-35 -0.017449999999999997 0.0057500000000000008 0.085665000000000005 0.10510500000000002 0.11818000000000002 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -6 -11 -4
right_child=1 -3 11 4 8 6 7 -9 -10 10 -12 -13
leaf_value=-0.0014017646899341461 -0.001868916718504611 0.0020630701820543622 -0.0026875000564989464 0.0026824245041394855 -0.0018634726961730939 0.0024262535089537795 -0.0027191180246989672 0.00037442818290944296 0.001930902786503084 0.0021414786430915028 -0.00087877196203672413 -0.00025931815457434028
leaf_weight=0.0013817991606567123 0.0016088947443797415 0.0012260760744725241 0.0010202633890201889 0.0010779069783635187 0.0011978097339490068 0.0013247261206994071 0.001182874365166342 0.001755698582266027 0.0012825417869990335 0.0014839680773904504 0.0017363035877746569 0.0013822178648021932
leaf_count=425 1083 212 372 143 105 494 194 195 324 185 111 67
internal_value=0 0.000114574 -4.41301e-05 0.000192565 0.000706326 -0.000400491 0.000153667 -0.000870828 0.000332674 -0.000131282 0.000513022 -0.0012905
internal_weight=0 0.0162793 0.0150532 0.0126507 0.00677853 0.00587219 0.0042633 0.00293857 0.00570062 0.00441808 0.00322027 0.00240248
internal_count=3910 3485 3273 2834 868 1966 883 389 725 401 296 439
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 43 159 1 43 11 16 3 1 2 150 13 3 0 13 12 3 0
split_gain=0.000418435 0.000246695 0.000265741 0.000213038 0.000296524 0.00029374 0.000260071 0.000194874 0.000251071 0.00021783 0.000307937 0.000255289 0.000201287 0.000168687 0.000147118 0.000258713 0.000146853 0.000136349 0.000126896 0.000121759
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.24789500000000006 -0.11345499999999999 0.13662500000000002 0.14198000000000002 0.080455000000000013 -0.41862999999999995 -0.12008499999999998 0.085990000000000011 0.087005000000000013 0.08486500000000001 -0.0101 -0.015064999999999997 -0.10071499999999999 0.10153000000000002 0.088325000000000015 -0.074679999999999983 -0.14808999999999997
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 13 16 11 -11 14 -6 18 19 -10 -13 -12 -16
right_child=1 2 3 -5 5 -7 -8 -9 9 10 12 17 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00095420749344358243 -0.00067163363433055156 -0.00069168201507612264 -0.00061965118181038883 -0.00055254565116576756 0.0002176757422711783 0.00081783125231539707 0.00086792963850524795 -0.00039920502561146154 0.0010364514375342201 0.00032736300521765552 0.00016680314399629171 -0.00087919998130761199 0.00085589059473978562 -0.0005410763252521666 -5.1723854630792262e-05 -0.00060887509107590597 0.00025893731899212632 -0.00018388229792357601 0.00090888538245383662 0.0006299778657880208
leaf_weight=0.0010196269603807142 0.0010808156742378337 0.0010105824683321876 0.0011318045267135991 0.0010854938205204908 0.0010531308807206069 0.0015227708696956407 0.0010264288010900366 0.0017360436973601892 0.0011387073142738917 0.001415701157032016 0.0011177705981439412 0.0010965156414621882 0.0013504469068732206 0.0018659556725992609 0.0012102151944033412 0.0010683261523823095 0.0010946054509797243 0.0015839135596693171 0.0010058076774873137 0.0011976967286599915
leaf_count=592 332 68 168 210 142 194 48 187 69 342 256 232 121 117 52 137 41 438 109 55
internal_value=0 3.65622e-05 6.88425e-05 0.000102698 0.000135603 0.000177333 0.000125895 8.34276e-05 0.000135152 0.000223626 0.000136337 -0.00019332 0.00033062 -0.000267338 0.000203946 1.19233e-05 0.000655371 -0.000468324 0.000518282 0.000287355
internal_weight=0 0.0247927 0.0237119 0.0227013 0.0216158 0.020484 0.0189613 0.0179348 0.0161988 0.0132797 0.0110464 0.00409613 0.00695026 0.00291909 0.00559982 0.00347624 0.00223331 0.00268043 0.00212358 0.00240791
internal_count=3910 3318 2986 2918 2708 2540 2346 2298 2111 1852 1742 1012 730 259 609 244 110 670 365 107
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=14
num_cat=0
split_feature=41 42 43 0 15 0 15 160 0 2 15 3 15
split_gain=6.0774e-05 7.70451e-05 0.00012776 9.72721e-05 7.43203e-05 6.37443e-05 0.00016263 0.000155063 0.000108659 0.000215351 9.32761e-05 8.53406e-05 8.32349e-05
threshold=0.078150000000000011 -0.10770999999999999 -0.083899999999999988 -0.061129999999999997 0.079360000000000014 0.0059850000000000016 -0.0089749999999999986 -0.079234999999999986 -0.18901999999999997 0.099015000000000006 -0.095799999999999982 -0.13309499999999996 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 10 12 -9 -7 -10
right_child=-2 2 4 -5 -6 11 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0013846621285384972 -0.0012257147013799005 0.00030316124716179475 -0.002006890610489667 0.002336452778147328 -0.0013471720289365897 -0.0018081873264676838 0.0018609925149462546 -0.0017583797408501514 0.00088905121535761875 0.0027418650556135463 0.0005701513902718569 0.00030763693683486226 -0.0013143104012628432
leaf_weight=0.0010663211957154728 0.0012139581147028724 0.0016574722369082293 0.0011188778884948904 0.0013842391625378371 0.0013008532048357406 0.001191012724836682 0.0017368211223087252 0.0011940762087672141 0.0011530891763633592 0.0013039474925093438 0.0010248801272707561 0.0012552673828418086 0.0010502959273635312
leaf_count=216 201 617 333 139 1064 123 161 70 218 335 64 127 242
internal_value=0 8.71043e-05 0.000189205 0.00122848 -6.71945e-05 8.37869e-05 0.000313614 -7.90017e-05 0.000297695 0.000918073 -0.00068289 -0.000722488 -0.000161234
internal_weight=0 0.0164372 0.0153708 0.00304171 0.0123291 0.0110283 0.00858199 0.00684517 0.00572629 0.00350733 0.00221896 0.00244628 0.00220339
internal_count=3910 3709 3493 756 2737 1673 1423 1262 929 795 134 250 460
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=20
num_cat=0
split_feature=31 1374 1456 2 14 0 0 14 16 15 12 4 13 133 15 0 43 2 15
split_gain=0.000340429 0.000233976 0.000236233 0.00021848 0.00017695 0.000230265 0.000587933 0.000355002 0.000280365 0.0004256 0.000175178 0.000212148 0.000163153 0.000307222 0.000259403 0.000130552 0.000119107 0.000116569 0.000170005
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.14808000000000002 0.077685000000000018 -0.10575999999999998 -0.089879999999999974 -0.13131999999999996 -0.27337499999999998 -0.14487999999999998 0.098845000000000016 0.061775000000000004 0.11596500000000001 0.065880000000000008 -0.03231499999999999 -0.017269999999999997 0.0050750000000000005 0.097135000000000013 -0.008624999999999999
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 -7 -4 9 -9 12 -12 13 14 -8 -14 -16 18 -10
right_child=1 2 3 -5 -6 6 10 8 17 -11 11 -13 15 -15 16 -17 -18 -19 -20
leaf_value=0.00082252486904937114 -0.00071861001367650508 -0.0006797869204017375 -0.00048994526320343776 0.00067753867109929819 -0.00058772997181672057 -0.0010243789049245657 0.00026485110439658564 0.0007277946511970927 0.0001551701066645929 -0.0004460302210494024 -0.00078568045131652687 0.0001293012166558296 5.5926275666209938e-05 0.00051537535341803539 -0.00072523674094503979 0.00073081886482692887 -0.00011653307234421221 0.0010160964545487474 0.0008794852943718245
leaf_weight=0.0010148520052668244 0.001028918248640264 0.0010614456251120319 0.0012765479099172694 0.001034373940553889 0.0010621707745303568 0.0013154496194000475 0.0014884186366329382 0.0010515421567718689 0.0017012309192411743 0.0017412551817733157 0.001159895205654086 0.0010029348327651455 0.0011274213352181484 0.0016180615936750853 0.0017305323149744778 0.0013214361911684236 0.0011264272247997198 0.0010480108787459808 0.0011545972301107935
leaf_count=113 67 369 45 163 98 389 221 84 66 168 325 77 51 594 752 33 140 115 40
internal_value=0 -3.88936e-05 -8.51483e-06 2.39309e-05 -8.37706e-06 2.26026e-05 -0.000105845 0.000214159 0.000348379 -4.06248e-06 8.41252e-06 -0.000361391 0.00010349 -2.65272e-05 -0.000228312 0.000420107 -0.00048524 0.000600514 0.000448007
internal_weight=0 0.0240507 0.0230218 0.0219603 0.0209259 0.0198638 0.0118906 0.00797318 0.00669664 0.0027928 0.0105751 0.00216283 0.0084123 0.00596344 0.00434538 0.00244886 0.00285696 0.00390384 0.00285583
internal_count=3910 3797 3730 3361 3198 3100 2582 518 473 252 2193 402 1791 1707 1113 84 892 221 106
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=21
num_cat=0
split_feature=1213 51 1 47 47 38 39 50 52 2 13 457 151 150 151 16 16 2 2 151
split_gain=0.000447372 0.000318961 0.000462046 0.000403472 0.000345262 0.000309883 0.000283701 0.00026766 0.000234284 0.000270657 0.000234325 0.000229725 0.000195774 0.000185183 0.000209889 0.000184693 0.000237032 0.000248063 0.000206801 0.000174188
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10783500000000001 1.0000000180025095e-35 0.085220000000000004 0.086465000000000014 -0.092854999999999979 0.099015000000000006 0.16421000000000002 -0.0034949999999999994 0.056555000000000001 0.082085000000000019 -0.029339999999999995 -0.40374499999999997 -1.0000000180025095e-35 0.084065000000000015 0.105395 -0.084084999999999979
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 -3 11 -10 13 14 -13 -16 17 -17 -18 -15
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 -12 12 -14 19 15 16 18 -19 -20 -21
leaf_value=-0.0010117227985406586 -0.00082568942150861252 -0.00096065671714353807 0.00091048893070996091 -0.00093039477705015238 0.00095121497683388486 -0.00080339862434439875 0.00076670791084786701 -0.0006445119663366206 -0.00043555890957585019 0.00014917842318374412 -0.00055625077853568156 -0.00042890484238803246 -0.00027895050773149002 0.00018552813498843315 0.00086262775817291034 0.00028845342515705722 0.00083987421857480485 -0.00061691304448371269 -4.4137677481632806e-05 0.00099340380519857049
leaf_weight=0.001069163521039136 0.0010409223861138619 0.0011206828250446268 0.0015106673682135146 0.00108085985128925 0.0010226937088566581 0.0010961984851096665 0.0013115584789306 0.0014427795073446012 0.0013230763719045144 0.0010665021745696057 0.001133854741656449 0.0011095458251417813 0.0015011591185767345 0.0010864904201550729 0.0012361528619742558 0.0016958108590168731 0.0018152028579222195 0.0013531315231043277 0.0010323978922494037 0.0017057171178351824
leaf_count=592 133 259 156 109 64 69 249 532 138 189 74 78 75 104 109 152 188 515 37 88
internal_value=0 2.93859e-05 6.55022e-05 1.03234e-05 5.64299e-05 1.29169e-05 5.78071e-05 7.88012e-06 6.2669e-05 -0.000419485 0.000133008 0.0001894 0.000255362 0.000328051 0.000209145 0.000308398 0.00019221 -0.000113351 0.000519376 0.000679047
internal_weight=0 0.0256854 0.0246445 0.0231338 0.022053 0.0210303 0.0199341 0.0186225 0.0171797 0.00218718 0.0149925 0.0138587 0.0125356 0.0110344 0.00824224 0.0071327 0.00589654 0.00304894 0.0028476 0.00279221
internal_count=3910 3318 3185 3029 2920 2856 2787 2538 2006 448 1558 1484 1346 1271 1079 1001 892 667 225 192
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=14
num_cat=0
split_feature=124 4 47 50 4 1 4 12 49 2 12 15 16
split_gain=7.29392e-05 0.000107836 7.72563e-05 0.000144259 0.000135462 0.000215831 0.000127131 0.000127787 0.000213442 9.62873e-05 6.04542e-05 5.75051e-05 4.96088e-05
threshold=0.098110000000000017 -0.49837999999999999 0.11926500000000002 0.086465000000000014 0.24280000000000004 0.11235500000000002 0.055260000000000011 0.080120000000000011 -0.006494999999999999 0.086875000000000022 0.093225000000000016 -0.031229999999999997 -0.063614999999999991
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 12 -9 -11 -10 -3
right_child=-2 2 -4 -5 5 -7 -8 9 11 10 -12 -13 -14
leaf_value=-0.0019105632211825275 0.0015722268694341977 0.00026122523257813727 -0.0014979789356207212 -0.0020323823998536928 -2.3186200578349853e-05 0.0029630596590654577 -0.0017300507845276398 -0.0021405409110091069 0.00081730590158788383 0.00084165763716727814 -0.0010515040177348815 0.0026055306842216585 -0.0015309355444953789
leaf_weight=0.0011066879764026752 0.0010004226946900485 0.0012579632932822882 0.0011097508250974544 0.0010199506089927915 0.0019382925828938529 0.0015910792890533498 0.0013932126648542034 0.0010830749983745305 0.0010250093522680137 0.0013830277902305427 0.0010880915486990196 0.0017710659822693809 0.0010016739315702461
leaf_count=174 61 83 136 642 189 277 271 774 108 513 436 126 120
internal_value=0 -9.78929e-05 3.01901e-05 0.000146726 0.000310967 0.00132305 -4.61221e-05 0.000226363 0.000840124 -0.00064669 8.05435e-06 0.00194999 -0.000533221
internal_weight=0 0.0167689 0.0156622 0.0145524 0.0135325 0.00352937 0.0100031 0.00860991 0.00505571 0.00355419 0.00247112 0.00279608 0.00225964
internal_count=3910 3849 3675 3539 2897 466 2431 2160 437 1723 949 234 203
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=21
num_cat=0
split_feature=1213 31 45 1374 457 484 14 474 11 48 42 13 3 16 15 15 12 52 12 15
split_gain=0.000409404 0.000311576 0.00026297 0.000261836 0.000250742 0.000347081 0.000219227 0.00022549 0.000201629 0.000250561 0.000247941 0.000243669 0.000374018 0.000289077 0.000224375 0.000205123 0.000194481 0.000335694 0.000219383 0.000125508
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.090920000000000015 -0.0043499999999999988 0.077685000000000018 0.086230000000000015 0.088315000000000018 0.016865000000000002 0.084685000000000024 -0.094679999999999986 -0.073124999999999982 -0.38486499999999996 -0.094924999999999995 -0.064869999999999983 -1.0000000180025095e-35 0.091715000000000005 0.097345000000000015 0.014775000000000002
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 11 14 12 -7 -13 -11 -15 -17 18 19 -18
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 13 -14 15 -16 16 17 -19 -20 -21
leaf_value=-0.0010167346566374025 0.00090045816288112832 -0.00076068514889934878 -0.00080948989356917692 -0.00075362492444326721 0.00080270400502475319 0.0012003688528729973 -0.00061469282206163146 0.00082160898709264193 -0.00061240480104727928 0.00068114052117765247 0.0010308144295592269 -0.00087051821101055465 -2.1101330129370892e-05 -0.00051182838833580663 -0.0001926946885672359 0.0006153616643916626 -0.00045304402698011296 -0.00078300084480126513 0.00081059637485673248 0.00031864331614278
leaf_weight=0.0010041917165341833 0.0010222201531970973 0.0010370842794265025 0.0010103196645925286 0.0013785551309428495 0.0011348293011060875 0.0010008724173907052 0.001102937371200873 0.0011243140031541024 0.00102876957875253 0.0013768160080860035 0.0013256629008132122 0.0011885341125174526 0.0018428623291219465 0.0016957083517148358 0.0016977990441089949 0.0015361955637622736 0.0011156544919631254 0.0011819469317042863 0.0010797415090405549 0.00106669190962453
leaf_count=592 113 67 69 544 127 60 82 223 95 128 133 158 98 290 169 46 184 286 101 345
internal_value=0 3.07918e-05 -6.36514e-06 2.90446e-05 6.64804e-05 2.62024e-05 8.17182e-05 0.000123779 7.79969e-05 0.000122089 0.000449326 -8.95476e-07 0.000408804 -0.000132328 0.00019861 -1.80269e-05 0.000121992 -4.85544e-05 0.000217556 -7.5857e-05
internal_weight=0 0.0249475 0.0239253 0.022915 0.0218779 0.0207431 0.0193645 0.0182616 0.0171373 0.0161085 0.00440028 0.0117082 0.00284373 0.00886447 0.00307462 0.00767594 0.00598023 0.00444403 0.00326209 0.00218235
internal_count=3910 3318 3205 3136 3069 2942 2398 2316 2093 1998 430 1568 158 1410 297 1252 962 916 630 529
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=21
num_cat=0
split_feature=51 1 47 47 38 39 50 159 52 13 0 160 49 3 4 12 1 52 4 4
split_gain=0.000308112 0.000395312 0.000402384 0.000221263 0.000225025 0.000263205 0.000217228 0.000230591 0.000285421 0.000260513 0.000170591 0.000168899 0.00021372 0.000387494 0.000237852 0.000237795 0.000202305 0.000285731 0.000187858 0.000114688
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10561500000000001 1.0000000180025095e-35 0.085220000000000004 0.086465000000000014 -0.026594999999999997 0.11401500000000002 -0.10241499999999999 -0.11756999999999999 -0.081069999999999989 -0.029304999999999998 -0.08348499999999999 0.0057500000000000008 0.084100000000000022 0.094695000000000015 0.055120000000000009 -0.0025899999999999994 -0.16401499999999997
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 10 -9 -11 13 -13 -15 16 17 -14 -17 -12
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 11 19 12 15 14 -16 18 -18 -19 -20 -21
leaf_value=-0.0007793674938967295 0.00064949754741568263 0.00072407993072166107 -0.00089249290744672382 0.00058315603721646053 -0.0006705602639366082 0.00065090136189812297 -0.00058048163088985846 -6.8746555617271764e-05 -0.00074994433830613484 0.00039882016246929418 0.0003089399397529618 0.00072901076585666887 -0.00089549529250894323 -0.00065072120490268222 0.00017579631373511448 -0.0010548700566694756 0.000377200610188097 0.00018569497205878519 -0.0002226077076701763 0.00098400082846421049
leaf_weight=0.0010660138432965196 0.0011319742252458289 0.0015866427202444388 0.001088164510413935 0.0013649865176275635 0.0010778352112311698 0.001283730177479985 0.0014119924692967264 0.0011549693183288134 0.0010916887943463729 0.0013643201427550678 0.0011382396732244615 0.0013924755745393091 0.0010543325452700017 0.0013613223570914058 0.0016166570455666829 0.001313906136692398 0.0012565517324752418 0.0010214276103221454 0.0010245305499992077 0.0010065617760636374
leaf_count=145 242 157 114 97 70 253 620 96 205 240 19 73 115 74 59 922 66 47 221 75
internal_value=0 2.05769e-05 -2.76276e-05 1.50195e-05 -2.24396e-05 1.31567e-05 -3.14807e-05 1.43098e-05 -3.12062e-05 2.21513e-05 0.000382665 -8.215e-05 -0.0001475 9.46104e-05 -0.000202029 -0.000334096 -8.41769e-05 -0.00036347 -0.000690234 0.000625748
internal_weight=0 0.0247423 0.0231557 0.0220675 0.0207025 0.0196247 0.0183409 0.016929 0.015797 0.0147053 0.00329977 0.0114055 0.0100412 0.00437045 0.00297798 0.00567075 0.00333231 0.00207576 0.00233844 0.0021448
internal_count=3910 3765 3608 3494 3397 3327 3074 2454 2212 2007 190 1817 1577 206 133 1371 228 162 1143 94
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=14
num_cat=0
split_feature=376 484 1 52 12 12 160 48 13 1 160 3 3
split_gain=7.51255e-05 8.89224e-05 0.000138368 0.000116359 0.000107097 0.000127578 0.000115175 0.000138622 0.000176824 8.1762e-05 0.000111668 0.000109982 6.90111e-05
threshold=0.088415000000000007 -0.0043499999999999988 0.13662500000000002 -0.021309999999999996 0.10058500000000002 -0.013124999999999998 -1.0000000180025095e-35 0.092065000000000022 -0.083924999999999986 0.10004000000000002 -0.025614999999999995 -0.0026499999999999996 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 -7 8 -8 10 -3 -12 -10
right_child=-2 2 -4 4 -6 6 7 -9 12 -11 11 -13 -14
leaf_value=-0.001860904676610087 0.0017592138307724304 0.0018630427567272088 0.0022028383182546569 -0.0022253347558891094 -0.0022922089588786774 -0.0018283940773473001 0.0030385564073831437 -0.0015550849853866288 -0.0010261525478788653 0.0017194184749000246 0.00060672877146796932 -0.0021476023508260004 0.0010936855096693756
leaf_weight=0.0011867364803132162 0.0010025358809663569 0.0010280776790303758 0.0011842560577920774 0.0012701964266600739 0.0014185280411733673 0.0011425214954392362 0.0013441214447461039 0.0011313964297685469 0.0012767099422469194 0.0018992791201434406 0.0013184464375596422 0.0012363158930277481 0.0014361648010091186
leaf_count=606 82 168 187 163 285 459 281 81 726 331 368 84 89
internal_value=0 -0.000109977 2.24906e-05 -0.000155563 -0.000618846 -0.000306561 7.84097e-05 0.000498302 0.00107094 0.000606669 1.67959e-05 -0.000726164 9.60654e-05
internal_weight=0 0.0168728 0.015686 0.0145018 0.00901964 0.00760111 0.00633091 0.00518839 0.004057 0.00548212 0.00358284 0.00255476 0.00271287
internal_count=3910 3828 3222 3035 2084 1799 1636 1177 1096 951 620 452 815
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=12
num_cat=0
split_feature=52 376 49 12 42 43 0 3 47 4 15
split_gain=6.47748e-05 0.000106114 8.14812e-05 0.000232978 0.000147329 0.000107065 0.000145657 0.000105372 8.00152e-05 0.000102157 0.000141562
threshold=-0.27466499999999994 0.087355000000000016 -0.029304999999999998 0.085185000000000025 0.093125000000000013 -0.083899999999999988 0.0059850000000000016 0.096385000000000012 0.09252500000000001 -0.06272999999999998 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 8 -2 9 -7 -11
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0013398903413534041 -0.0015048347739327003 0.0021202430419524007 0.0013044352197638643 0.0025394683121506404 -0.0022089358734476393 -0.0013463590291266157 -0.0022578983042335909 0.001027701076330934 -0.001383506070590489 -0.00017563500688298579 0.0024840770659758835
leaf_weight=0.0014140536371798724 0.001677868777951075 0.0010411470045677976 0.0019972270698077376 0.0017817550210902089 0.0015273439712071282 0.0010048299505610097 0.0014266338342632627 0.0011863496778043991 0.0012545764717176704 0.0018956100044341881 0.0015295296133136845
leaf_count=425 226 91 570 176 608 708 125 105 168 244 464
internal_value=0 0.000111176 -2.57026e-05 0.00069286 -0.000339589 -2.61278e-05 -0.000399826 -0.000455867 6.64887e-05 0.00047713 0.00101209
internal_weight=0 0.0163229 0.0152817 0.00464597 0.0106358 0.00910841 0.00711118 0.00286422 0.00568455 0.00442997 0.00342514
internal_count=3910 3485 3394 507 2887 2279 1709 331 1584 1416 708
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=12
num_cat=0
split_feature=1 4 4 2 52 39 47 4 15 49 16
split_gain=5.59465e-05 0.000147222 0.000104058 9.83243e-05 9.36826e-05 0.000111521 0.000147765 0.000187902 0.000241817 0.000113967 9.25597e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.0031049999999999997 0.096540000000000015 -0.27466499999999994 0.085060000000000011 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.006494999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 9 -9 -6 -10
right_child=4 2 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.0010250903541416485 -0.0015010071499122779 -0.0029835630529087952 -0.00055848607886847573 0.0013028547884295992 -0.0017787736197758558 0.0019626062138429299 -0.0013373765218033706 -0.00057009302112455765 0.0013949878439931563 0.00042387221974696091 0.0035959671096056694
leaf_weight=0.0010334449000123534 0.0010387448551502651 0.001056602600524841 0.001615611568375864 0.0017889351767647887 0.0014768517205329145 0.0014134394114012029 0.001918304107758409 0.001506084838334143 0.0014798903459778898 0.0019920040314496952 0.0012921413229785017
leaf_count=360 208 1050 536 62 177 328 220 117 163 625 64
internal_value=0 -0.000506569 -0.00151737 0.000450453 0.000224392 0.000386166 0.000155629 0.000525326 0.00136797 -0.000513896 0.00242094
internal_weight=0 0.00549459 0.00267221 0.00282238 0.0121175 0.0110787 0.00966528 0.00774697 0.00427812 0.00346886 0.00277203
internal_count=3910 2008 1586 422 1902 1694 1366 1146 344 802 227
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 2 38 40 159 457 151 150 49 13 2 2 160 3 3 1 4 4 150
split_gain=0.000347188 0.000285998 0.000247953 0.000209696 0.000233516 0.000274924 0.00030516 0.000264364 0.000260707 0.000286031 0.000205517 0.000211272 0.000183218 0.000236873 0.000128411 0.00016902 0.000269121 0.00023147 0.000120391 0.000338267 0.000108582
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.14808000000000002 0.084445000000000006 1.0000000180025095e-35 -0.11345499999999999 0.088055000000000008 -0.0080899999999999982 0.082085000000000019 0.10447000000000002 -0.091229999999999992 0.090420000000000014 0.10393500000000001 -0.081299999999999983 0.088060000000000013 -0.075679999999999983 0.095155000000000017 0.22584000000000001 -0.084009999999999987 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
left_child=-1 -2 -3 4 5 6 -4 8 9 -8 11 12 -10 -14 -13 16 18 -18 19 -16 -11
right_child=1 2 3 -5 -6 -7 7 -9 10 20 -12 14 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.00086902676672887956 -0.00073501599035914853 -0.00065331779023641585 -0.00075173082876935744 0.0007612857914787455 -0.00064676108133566589 0.00085833421744920273 -0.00092180666464204502 0.00078278269111758697 -0.00011082023194689934 0.00034294403941541069 0.00076316576554735218 0.00038367362101222879 0.0011097076394669129 0.00015440017376845314 -2.0600346532965686e-05 -0.00061794738810058919 2.1300475299497758e-06 0.0008731103909072603 7.1815175119504309e-05 -0.001113909788111811 -0.0003337705720139141
leaf_weight=0.0010431345293803662 0.0010943800459743891 0.0010793537948234891 0.0010245183207331218 0.001021660904950295 0.0010274138927999213 0.0010266397410185054 0.001202069622598472 0.0012110745534468217 0.0010686624093374309 0.0010723330951930565 0.0011181814154040829 0.0015155083195531683 0.0012241170444712846 0.0011627653839811347 0.0016986401718015135 0.001218156802322623 0.0017610906633791909 0.00116461029044106 0.0017233261109519948 0.0010533564680111794 0.0011072396548028607
leaf_count=592 332 68 179 163 67 55 211 124 124 74 152 267 50 73 306 76 167 129 51 540 110
internal_value=0 2.3088e-05 5.69781e-05 8.97394e-05 5.90825e-05 9.30458e-05 5.43914e-05 9.7181e-05 5.1282e-05 -0.00032821 0.000138532 8.7138e-05 0.000410793 0.000644331 -2.3216e-05 -9.47594e-05 -8.64625e-06 0.000348834 -0.000242346 -0.000439076 -8.32168e-07
internal_weight=0 0.0255751 0.0244807 0.0234014 0.0223797 0.0213523 0.0203257 0.0193011 0.0180901 0.00338164 0.0147084 0.0135902 0.00345554 0.00238688 0.0101347 0.00861918 0.00740102 0.0029257 0.00447532 0.002752 0.00217957
internal_count=3910 3318 2986 2918 2755 2688 2633 2454 2330 395 1935 1783 247 123 1536 1269 1193 296 897 846 184
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 38 40 457 457 42 39 475 52 4 12 49 13 43 13 49 0 16 15
split_gain=0.000424126 0.000268391 0.000259729 0.000274518 0.000279858 0.000262484 0.000209033 0.000236365 0.000521276 0.000223284 0.000286801 0.000391725 0.000178467 0.000319318 0.000539743 0.000223183 0.000211638 0.00021599 0.000326877 0.000208872 0.000122295
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.088055000000000008 -0.0034949999999999994 -0.097204999999999986 0.085060000000000011 -1.0000000180025095e-35 -0.048794999999999991 -0.0053799999999999985 0.095295000000000019 -0.029304999999999998 -0.15078499999999997 -0.15648499999999999 -0.094679999999999986 0.10581000000000002 -0.083934999999999996 -0.083564999999999987 -0.044229999999999992
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 -4 -8 9 -9 11 -11 15 -14 -15 -12 20 18 19 -18 -17
right_child=1 2 3 -5 -6 -7 7 8 -10 10 12 -13 13 14 -16 16 17 -19 -20 -21 -22
leaf_value=-0.00081940703344207048 -0.00060890576266319375 -0.00058709658694822337 -0.00039798623526001597 -0.00048377945450844346 0.00081323492816356069 0.00068193365591894158 -0.00047905851599468077 -0.00034737070167290912 0.0010547423846545398 2.5897054644680555e-05 0.00072831672938718987 0.00094583307448194804 0.00036818977034093806 9.9684800259443161e-05 -0.0012430826852686738 8.5471968190179568e-05 0.0003720681941239749 0.00041404648946730366 -0.0008897459086772419 -0.00040959592070632001 0.00075003925352027637
leaf_weight=0.0011025370248083288 0.0011296428217473014 0.0010696124910238849 0.0016806118352147353 0.0014171105497013938 0.0010273711854681669 0.0012935182450847229 0.0012032579338964134 0.0019622592820432777 0.0010548566668063799 0.0016946011792367821 0.0010231130619988661 0.0016598787555424559 0.0010718755936451885 0.0011579240388710499 0.0010200036194803128 0.0010006525282482276 0.0013056466732601565 0.00110978156852376 0.0010658577263888205 0.0011780598069316478 0.0010058787251634917
leaf_count=592 332 68 264 92 58 134 175 335 244 224 47 112 33 25 287 89 197 41 361 135 65
internal_value=0 3.28117e-05 6.18059e-05 9.08076e-05 0.000126972 9.41607e-05 5.65117e-05 9.77696e-05 0.000137865 7.83672e-05 0.000136815 0.000481104 3.12355e-05 -0.000233204 -0.000529183 0.000143003 5.31657e-05 -0.000104216 -0.000266253 1.313e-06 0.000418621
internal_weight=0 0.0261315 0.0250019 0.0239323 0.0225151 0.0214878 0.0201943 0.0185136 0.0173104 0.0162555 0.0142933 0.00335448 0.0109388 0.0032498 0.00217793 0.00768899 0.00666588 0.00465935 0.00354956 0.00248371 0.00200653
internal_count=3910 3318 2986 2918 2826 2768 2634 2370 2195 1951 1616 336 1280 345 312 935 888 734 693 332 154
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=14
num_cat=0
split_feature=15 3 13 16 49 3 52 1 1 52 0 16 4
split_gain=5.73757e-05 0.000138142 0.000140934 0.000202387 0.000134051 0.000326494 0.000115712 0.000101939 0.000224082 0.000108091 8.95495e-05 0.000123703 7.12149e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.032264999999999995 -0.033174999999999989 -0.029304999999999998 -0.0026499999999999996 0.11898000000000002 0.094695000000000015 0.11026000000000001 -0.014099999999999998 -0.072559999999999986 0.15100500000000003 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -6 -9 -10 -4 -12 -3
right_child=1 12 10 -5 6 -7 -8 8 9 -11 11 -13 -14
leaf_value=0.0047769968253287632 -0.00037207207205349125 -0.00032093574803346872 -0.0018004766647711948 -0.0049151323942029593 -0.0026113035664598145 -0.00022391400622090156 0.0016850753487678174 0.0025458807500571027 0.00049378829294991096 -0.0024788564083321083 0.0019737620766867221 -0.00115559637935292 0.002315740170591286
leaf_weight=0.001128549178740168 0.0010986220909749373 0.0010056855391862296 0.0012887786742288767 0.0010094132112737769 0.0011713472775435481 0.0018460016102447288 0.0013663603390915643 0.0011630490843912156 0.0010923144636363069 0.0016437457306098936 0.0014811810255025296 0.0012492414417684117 0.001211674405602825
leaf_count=201 614 58 628 491 658 133 287 107 159 191 147 180 56
internal_value=0 -0.000446701 -0.00101362 -0.00254747 0.000387526 0.00167344 -0.000206713 -0.000716503 -0.000147278 -0.00129209 -0.00020913 0.000541997 0.00111987
internal_weight=0 0.0083446 0.00612724 0.00210804 0.00941137 0.00297455 0.00643682 0.00507046 0.00389911 0.00273606 0.0040192 0.00273042 0.00221736
internal_count=3910 2174 2060 1105 1736 334 1402 1115 457 350 955 327 114
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=13
num_cat=0
split_feature=159 15 457 51 43 52 16 4 48 43 15 12
split_gain=5.80265e-05 0.000103376 7.52494e-05 9.65458e-05 0.000130557 0.000185407 0.000175621 0.000158369 0.000101382 0.000100202 0.000118439 8.03584e-05
threshold=-0.11345499999999999 -0.24219999999999997 -0.0034949999999999994 0.077145000000000005 -0.073139999999999983 -0.087604999999999988 -0.035699999999999989 0.17888000000000001 0.093225000000000016 -0.080894999999999981 -0.017214999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -6 7 -7 -5 10 -4 -12
right_child=1 2 3 8 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0014014942240291219 0.0015052019840746968 -0.0016837850091323586 -0.0013593786302597067 0.00011588593673881607 -0.0033041269297901725 -0.0027863298034549134 0.0011856450103034414 0.00019836577004328686 0.0026673306268278586 0.00226507939583651 0.0020019586230634093 -0.00029761840169750478
leaf_weight=0.0011297343712912611 0.0018668416141673543 0.0011105573610278819 0.0014887115051994129 0.0015820826454933873 0.0010470370236781651 0.0014752655847032697 0.001864615157728781 0.0014171320029404133 0.0010557374869271732 0.0010649410659988581 0.0013083074276141193 0.0011707517541358903
leaf_count=290 299 280 393 310 331 860 289 157 128 196 89 288
internal_value=0 9.24103e-05 -8.84216e-05 4.30661e-05 -0.000223226 -0.000874947 -0.000340275 -0.00132398 0.00113705 0.000528382 6.2256e-05 0.000915968
internal_weight=0 0.016452 0.0145851 0.0134746 0.0108368 0.00580405 0.00475701 0.0028924 0.00263782 0.00503271 0.00396777 0.00247906
internal_count=3910 3620 3321 3041 2603 1637 1306 1017 438 966 770 377
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=14
num_cat=0
split_feature=42 376 43 48 15 16 49 42 49 42 3 16 16
split_gain=5.39907e-05 0.000111696 0.000101542 0.000123726 0.000135643 0.000226562 0.000147735 0.000135013 0.00015492 0.000132032 0.0001239 9.46862e-05 6.02654e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 -0.18906999999999999 0.12675000000000003 -0.050004999999999994 0.15737500000000001 -0.029304999999999998 0.084100000000000022 -0.006494999999999999 0.088115000000000013 -1.0000000180025095e-35 -0.03800499999999999 -0.10808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 8 -6 10 -8 -10 -12
right_child=1 -3 3 -5 5 -7 9 -9 11 -11 12 -13 -14
leaf_value=-0.0012895809190432697 0.0014776994204652254 0.0019168841889274206 0.0020108466441061748 -0.0023739292191673556 -0.0014594174072171734 -0.0034107420387184551 -0.0025210339720970008 -0.0020921344510978898 1.0218078892960786e-05 0.0017647596193202018 0.0012146359690417253 0.0025302984356850022 -0.00085360927679731832
leaf_weight=0.0012332971000926013 0.0015647964838342255 0.0012609308200492485 0.0020012154581582342 0.0010195601755939735 0.001186996361092485 0.001076972173056287 0.0010569677789994325 0.0011337359292884416 0.0011400786676606864 0.0011811258092406197 0.0010787908963003009 0.001294480760495936 0.0012213110884924383
leaf_count=241 157 197 180 92 164 265 495 901 508 354 106 171 79
internal_value=0 9.43608e-05 -5.92947e-05 -0.000238896 -6.29461e-05 -0.000769933 0.00056759 -0.000171846 0.000429304 -6.88452e-05 -0.000713967 0.00135017 0.000116436
internal_weight=0 0.016217 0.014956 0.0133912 0.0123717 0.00583226 0.00653941 0.00475529 0.00362156 0.0045382 0.00335707 0.00243456 0.0023001
internal_count=3910 3669 3472 3315 3223 2009 1214 1744 843 1034 680 679 185
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 38 3 457 39 48 50 49 16 0 4 4 12 15 0 3 4
split_gain=0.00033027 0.000313018 0.000309238 0.000293507 0.000284081 0.00025256 0.000243154 0.000221595 0.00040015 0.000295525 0.000268122 0.000265453 0.000200049 0.000237546 0.000305693 0.000221248 0.000162495 0.000148579 0.000140272 0.000104651
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.084445000000000006 0.16699000000000003 0.084715000000000013 0.084835000000000008 0.11930500000000001 0.086465000000000014 -0.010424999999999999 -0.094359999999999986 -0.13506999999999997 0.08734500000000002 -0.060264999999999992 0.092255000000000018 -0.097794999999999979 -0.10303999999999998 -0.010319999999999998 -0.23071499999999998
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 11 17 16 14 15 19 -12 -4 -16 -14
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 12 -13 13 -15 18 -17 -18 -19 -20 -21
leaf_value=-0.0008588257912688739 -0.0007934245304035191 -0.00075445484510274408 0.00053245068479072094 -0.00072375526225489941 -0.0006449949635166254 0.00076264421110613587 0.00064192318770545846 0.00055488579631519886 -0.00093328868087775836 -0.00070720868985561379 0.000293555822300839 -0.00076992506064332681 0.00019860433808025494 0.00061972946650404857 -0.00077822850070813506 -0.00029667894887340615 0.0011181843065434971 -0.00026051045201435686 -1.6623848283981226e-05 0.00086421293624413414
leaf_weight=0.0010700035227646709 0.0010873849062980048 0.0010792853022324805 0.0010197179819618762 0.0010079528028882267 0.0010775244750150783 0.0015837209326518128 0.0019274508977329399 0.0019497499365893302 0.0010216913040963513 0.0010889688534338237 0.0012844902894038057 0.0013573965203757853 0.0010489236926236557 0.0018627407956401387 0.0013170419318399677 0.0010666705442507751 0.0010285700813865662 0.0012661257168080642 0.0010302212009776299 0.0012228971709137143
leaf_count=592 68 332 54 435 78 153 174 268 75 346 55 150 87 120 394 153 56 29 31 260
internal_value=0 1.80829e-05 5.44847e-05 9.21792e-05 0.000129302 0.000168888 0.000120647 6.3447e-05 2.08585e-06 6.75703e-05 0.000130045 -0.000228363 0.000262455 0.00014056 -1.64235e-05 0.000284172 0.000660251 9.32306e-05 -0.000443958 0.000556894
internal_weight=0 0.0253285 0.0242411 0.0231619 0.0221539 0.0210764 0.0194927 0.0175652 0.0156155 0.0145938 0.0135048 0.00364324 0.00986156 0.0075485 0.00568575 0.00333849 0.00231306 0.00228584 0.00234726 0.00227182
internal_count=3910 3318 3250 2918 2483 2405 2252 2078 1810 1735 1389 233 1156 1045 925 500 111 83 425 347
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=22
num_cat=0
split_feature=31 1213 1456 1374 133 3 48 0 0 52 4 14 16 13 1 151 2 2 13 43 15
split_gain=0.00040102 0.000327554 0.000349575 0.000316155 0.000344351 0.000297368 0.00027318 0.000241098 0.000795904 0.000374637 0.000255443 0.000249949 0.000318521 0.000219981 0.000213072 0.000268145 0.000192522 0.000191598 0.00013474 0.00035448 0.000302285
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.16699000000000003 0.11930500000000001 -0.10575999999999998 -0.074904999999999985 0.11588000000000002 -0.49837999999999999 -0.13131999999999996 -0.014754999999999999 -0.087694999999999981 0.086430000000000021 -0.0088999999999999982 0.090420000000000014 0.08400500000000001 0.11202500000000001 -0.064539999999999986 -0.017214999999999998
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 11 17 10 -10 -5 14 -12 -13 -16 -17 -9 19 -15 -20
right_child=1 2 3 4 -6 -7 -8 8 9 -11 13 12 -14 18 15 16 -18 -19 20 -21 -22
leaf_value=0.00074948147870283592 -0.0010271351293812266 -0.00097934162164613203 -0.00091512000105499556 -0.00050322933226982212 -0.00096923515819072098 0.00050195072431361823 -0.00077040105092351073 -0.0012328846793084958 -0.00053466898694680865 -0.00068385061916168845 0.00096182848945322694 -0.00047824884519215858 0.0010800608223804982 0.00053611762918838446 -0.00026741456872427644 0.00016899357388696365 0.0010725381083308821 -0.00049444186659028985 -8.8342829999930319e-05 -0.00050525067309095185 0.0010718899750798113
leaf_weight=0.0010487463458513082 0.0011642470513576848 0.0012712638146910376 0.001220073574420332 0.0011255575874251633 0.0010588958501305803 0.0019997174128297398 0.0014466059798734351 0.0015854367830779236 0.0010192945025440103 0.001421550994268328 0.0010072331010521907 0.001080670812784415 0.0010125003352052719 0.0014371085346374553 0.0012498522256532141 0.001115998936185747 0.0011389735377810226 0.0017859727370429356 0.0011113460109855033 0.001712287890410228 0.0010381946838240452
leaf_count=113 592 332 67 35 430 167 102 356 128 94 38 123 82 162 69 31 63 699 47 160 20
internal_value=0 -0.000224946 -0.000188801 -0.000147893 -0.0001078 -6.68737e-05 -0.000122939 -7.32298e-05 -0.000203498 4.24885e-05 0.000183439 0.000161563 0.000295229 0.00029951 0.000121935 0.000306994 0.000625369 -0.000841701 0.000173615 -3.00614e-05 0.000472032
internal_weight=0 0.0270028 0.0258385 0.0245673 0.0233472 0.0222883 0.0202886 0.018842 0.0121184 0.00874702 0.00732546 0.00672355 0.005598 0.00630617 0.0045855 0.00350482 0.00225497 0.00337141 0.00529894 0.0031494 0.00214954
internal_count=3910 3797 3205 2873 2806 2376 2209 2107 1704 649 555 403 368 427 286 163 94 1055 389 322 67
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=23
num_cat=0
split_feature=1456 1374 133 14 44 3 51 0 0 16 15 52 15 12 13 1 12 4 3 0 0 151
split_gain=0.00036723 0.000382729 0.00039545 0.00032616 0.000349811 0.000412456 0.000407048 0.000352307 0.000480225 0.000411689 0.000571539 0.000328422 0.000293898 0.000289531 0.000262045 0.000196832 0.000193907 0.000222089 0.000229683 0.00014285 0.000138103 0.000108491
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.081835000000000019 0.16699000000000003 0.13118000000000002 -0.10575999999999998 -0.074249999999999997 -0.27337499999999998 -0.14487999999999998 0.11401500000000002 -0.11219499999999999 0.085325000000000012 -0.089189999999999978 0.10080500000000002 -0.036459999999999992 0.08734500000000002 -0.100615 -0.089879999999999974 0.12007500000000002 -0.0068399999999999989
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 9 13 10 -3 14 -11 19 -10 21 -16 18 20 -9 -18 -14
right_child=1 2 -4 -5 -6 -7 -8 8 11 12 -12 -13 15 -15 16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00083410307991530028 -0.00087206447384828535 0.00080818814681749723 -0.00081760255539192056 -0.00066758661864422045 -0.00072034395573941754 0.00094105129727311393 -0.00083087377190678056 -0.00049611150189369407 0.0010006727898275547 1.2440505459809156e-05 -0.00055840082691544174 -0.00050662333678906147 0.0010127409788179193 -0.0010427809878248433 -0.00027231463493474249 0.0014630387727257552 0.00088595446058968032 0.00088877536605861567 -0.00030487887556362645 0.00028498266623859156 9.3601966238766488e-05 0.00035332005457435465
leaf_weight=0.0012345859196216591 0.0010846568502507195 0.0012316099325619112 0.0011596047551471053 0.0012388931085632873 0.0010643236312795059 0.0016092581030439082 0.0010055752362767697 0.0011849429329483293 0.0011782955013941443 0.0010524060752781089 0.0018015630892497247 0.0013140091988711466 0.001211633671843515 0.0013055235592660322 0.0015336106270558425 0.0011667527609042772 0.0010415338236455796 0.0013609884225316282 0.001506647826567082 0.0010606007268731321 0.0010618692060182511 0.0011744646572786543
leaf_count=369 68 63 515 89 53 156 110 176 48 43 146 98 35 1007 126 53 48 69 243 249 94 52
internal_value=0 2.79298e-05 6.50978e-05 0.000105871 0.000146022 0.000186462 0.000129161 0.000176985 1.76269e-05 0.000438769 -3.50187e-06 0.000207645 0.000730063 -0.0004638 0.000329805 0.000942634 0.00020828 0.000356548 0.000155898 -0.00012719 0.000485948 0.000688167
internal_weight=0 0.0273488 0.0262641 0.0251045 0.0238656 0.0228013 0.021192 0.0201865 0.012548 0.00763843 0.00303317 0.00899695 0.00460526 0.00355107 0.00768295 0.00355285 0.00650465 0.00497104 0.00361005 0.00224554 0.0021034 0.0023861
internal_count=3910 3541 3473 2958 2869 2816 2660 2550 2158 392 209 726 183 1432 628 140 580 454 385 425 142 87
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 133 38 3 48 14 457 3 457 0 15 12 12 11 0 16 3 13 160 1
split_gain=0.000379671 0.000311813 0.00028235 0.000272488 0.000270081 0.000309255 0.000312572 0.000256079 0.000253218 0.000212584 0.000233105 0.000264262 0.00046963 0.000329571 0.000249701 0.000229164 0.000226096 0.000216763 0.000212297 0.000171533 8.14711e-05 4.57143e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.084445000000000006 0.16699000000000003 0.11930500000000001 0.077685000000000018 0.084715000000000013 -0.12008499999999998 -0.0015249999999999997 -0.10575999999999998 -0.11739999999999999 -1.0000000180025095e-35 0.088325000000000015 0.080455000000000013 -0.035699999999999989 -0.049719999999999993 -0.078669999999999976 0.10741000000000002 -0.013224999999999999 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
left_child=-1 -2 -3 4 5 6 7 8 9 15 -11 12 20 16 17 19 -13 -15 -16 -4 -12 -14
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 13 21 14 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00082830980959634358 -0.00070212640707088933 -0.00063762914522646238 0.0010733404406965349 -0.00060858344677478633 -0.00053779075768282708 0.00075046478193928226 -0.00052988129313037929 -0.00050795927769201402 0.00070907347920424308 -0.00053376808044367635 -0.00034458072977622549 -3.9333595337800858e-05 0.00066996214518287675 -0.00016485872753134828 -0.00047107183719391157 -3.3285557047186397e-05 0.00083149595718393088 -0.0010614147125479773 0.00029972497964249442 0.00029630932655017018 0.00021472113157927573 0.0010880670494512637
leaf_weight=0.0010489538279198655 0.0010913397759337853 0.0010816613122126241 0.0012191093230633403 0.0010372083226230641 0.0011458425701951205 0.0016095991349704261 0.0013828600260446444 0.0010637740201233084 0.0017260793542207544 0.0011720104181320986 0.0010309649943810867 0.0011546401370967178 0.0010159487382510523 0.0010857270263069929 0.0010900134901814717 0.0012322733871386049 0.0011842473187796765 0.001030860198199892 0.001961671559171937 0.0010258743439974793 0.0010120054965173167 0.0010353746478775072
leaf_count=592 68 332 60 435 78 153 102 71 156 215 32 152 50 199 331 146 63 206 317 47 55 50
internal_value=0 3.07364e-05 6.2352e-05 9.36181e-05 0.00012504 0.000159511 0.000112937 0.000159623 0.000199127 0.000144963 6.13989e-05 0.000121524 0.000407702 -3.45528e-05 -0.000231929 0.000451931 0.000401593 -0.000601516 2.44086e-05 0.000718266 -6.75251e-05 0.000880994
internal_weight=0 0.0263891 0.0252977 0.0242161 0.0231789 0.022033 0.0204234 0.0190406 0.0179768 0.0162507 0.0127735 0.0116015 0.00409429 0.00750716 0.00516827 0.00347726 0.00233889 0.00211659 0.00305169 0.00224498 0.00204297 0.00205132
internal_count=3910 3318 3250 2918 2483 2405 2252 2150 2079 1923 1670 1455 187 1268 1053 253 215 405 648 107 87 100
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 14 38 124 457 150 13 40 13 2 3 43 12 2 2 52 0 3
split_gain=0.00046969 0.000417095 0.000342849 0.000338476 0.000321896 0.000333893 0.000249584 0.000328562 0.000314085 0.000305105 0.000283934 0.000346992 0.00028973 0.000320721 0.000213169 0.000211219 0.000564199 0.000303903 0.000145115 0.000129632
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0034949999999999994 0.083205000000000015 -0.0016149999999999999 -0.062739999999999976 -0.10241499999999999 0.086915000000000006 0.013395000000000002 -0.074254999999999988 0.090195000000000011 0.10274500000000002 0.11165000000000001 0.09086000000000001 -0.06402999999999999 -0.080614999999999978
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 9 -9 -8 14 12 13 18 -11 19 -17 -18 -12 -13
right_child=1 2 3 -5 -6 6 7 8 -10 10 11 15 -14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00091912357631560449 -0.00082013675151760179 -0.00067812659890146415 0.00074132115842450959 -0.00065022455927259094 -0.00052827214164572432 -0.00042760681301287114 -0.00058374203347205092 7.2213010779895715e-05 0.0010228932078859339 0.00098828278211117167 0.00014930774099144024 -0.00088792012018982115 0.00093373792235591378 -0.00039281236742473851 0.00021258248644971694 0.00083958234961483682 -0.00077251455743894903 0.00018151083804769473 0.00083746378370657315 -0.00017997511377374102
leaf_weight=0.0011225754890004025 0.0011436084312497199 0.0012182355595211766 0.001956956915692038 0.0011736540882186777 0.0013994163901889225 0.0015486997574556535 0.0012699397050972812 0.0012492733702659242 0.0016393010421613665 0.0012520635087407356 0.0014907682681125529 0.0011169840362471265 0.0011844849680162639 0.0015033913820403887 0.0017096523588620016 0.001165245164677281 0.0015235367502865194 0.0012320636579059296 0.0010766754158662017 0.0010001726710915943
leaf_count=592 68 332 259 90 88 248 102 138 93 109 229 300 33 427 62 157 194 74 36 279
internal_value=0 2.38892e-05 6.14316e-05 9.82169e-05 0.000135887 0.00017829 0.000123094 0.000169412 0.000611736 8.71128e-05 0.000146877 4.36459e-05 0.000312009 0.000131106 0.000540509 -0.000189931 6.37563e-06 -0.000345958 0.000437891 -0.000553478
internal_weight=0 0.0268541 0.0257105 0.0244923 0.0233186 0.0219192 0.0199623 0.0184136 0.00288857 0.015525 0.014255 0.0112933 0.00525532 0.00407084 0.00296172 0.006038 0.00392085 0.0027556 0.00256744 0.00211716
internal_count=3910 3318 3250 2918 2828 2740 2481 2233 231 2002 1900 1729 725 692 171 1004 425 268 265 579
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=22
num_cat=0
split_feature=51 124 133 50 453 4 2 11 52 4 3 0 133 2 4 3 15 52 52 4 1
split_gain=0.000363903 0.000406985 0.000254137 0.000231842 0.000210825 0.000299716 0.000361114 0.000211667 0.000268939 0.000257247 0.000258178 0.000148685 0.000139959 0.000187884 0.000324794 0.00035402 0.000328372 0.00028101 0.000223128 0.000292279 0.00013193
threshold=-0.40274499999999996 0.10385500000000002 0.10681500000000001 0.11644500000000001 1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 0.077165000000000025 0.11401500000000002 -0.14301 -0.115685 0.076335000000000014 -0.0056849999999999991 0.11230000000000001 0.0057500000000000008 0.092005000000000017 -0.10071499999999999 0.0033900000000000002 -0.080899999999999986 -0.0048949999999999992 0.11257500000000001
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 -2 -12 -11 14 17 16 -16 18 19 -14 -8
right_child=1 -3 -4 -5 -6 6 20 -9 -10 12 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00082279296721686154 0.0008682756343874491 0.00088809805181352551 -0.00071999303561740241 -0.00064628173450024303 -0.00058114311296540916 -0.0001169241690769119 0.00046126530656946316 -0.00061310007382153341 -0.00053083378993571133 -0.00046188224806536398 -0.00028090377478911063 0.00048358324102374029 -0.00048383073541480304 -0.00043411463090600505 0.00069864429081812859 0.0011641732876498192 -0.00030536528830874216 0.00047090937152020288 -0.00084733693974024999 0.00050990422648194446 0.0011747793354266608
leaf_weight=0.0010846911367084896 0.0015627123984955915 0.0010605829855095733 0.0010025512080839216 0.0010339463307553745 0.0010421353666233415 0.0013484719913290089 0.001026357865566041 0.0010750693180548989 0.0015208012763642939 0.0012305489823596473 0.0010425828532485354 0.0010335220597110784 0.0014813125795209671 0.0014110870088559777 0.0012728429677913711 0.0010194960981593226 0.0013906761552833768 0.0012463104023959781 0.0011138450995005099 0.0010193338601606223 0.0010902884744029171
leaf_count=145 42 42 523 208 93 61 74 181 304 800 115 45 278 123 33 22 100 134 316 54 217
internal_value=0 2.22535e-05 -1.60666e-05 1.46686e-05 4.58345e-05 7.71196e-05 0.000460764 8.07064e-07 4.11858e-05 9.98685e-05 0.000429753 9.96715e-05 -7.44866e-06 4.87249e-05 0.00012847 0.000448402 0.000174431 -0.000113941 -0.000315603 -7.87564e-05 0.000828798
internal_weight=0 0.0250245 0.0239639 0.0229613 0.0219274 0.0208853 0.00346512 0.0174201 0.0163451 0.0148243 0.00363882 0.0020761 0.0111855 0.0099549 0.00854382 0.00368302 0.00266352 0.0048608 0.00361449 0.00250065 0.00211665
internal_count=3910 3765 3723 3200 2992 2899 352 2547 2366 2062 202 160 1860 1060 937 155 133 782 648 332 291
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=13
num_cat=0
split_feature=160 49 457 151 11 13 13 150 42 3 2 0
split_gain=7.42924e-05 7.2799e-05 0.000122786 0.000160381 0.000181719 0.000123051 0.000185549 0.000134425 0.000113127 0.000189643 5.79817e-05 0.000167428
threshold=-0.217635 -0.14750499999999997 -0.0034949999999999994 0.056555000000000001 0.077165000000000025 0.24813000000000004 1.0000000180025095e-35 0.08486500000000001 0.084100000000000022 -0.015794999999999997 0.086245000000000002 -0.11756999999999999
decision_type=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
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.002158786324868094 0.0020650920228898516 -0.0027646742674885239 0.0039304278907924791 -0.0026619212071868057 -0.0025005444289640292 0.0032010027794811035 -0.0018437997986215575 0.0030864301297772669 -0.0012426755578774438 0.0015889166215072267 -0.0022682210067340404 0.0014363830663058244
leaf_weight=0.0010081626978002299 0.0011502585269909096 0.0010139623733654906 0.0011776269104943849 0.0012240536511499709 0.0012867815057614482 0.0011589314542794398 0.0019376663675121338 0.0015434414390923254 0.0018988708033559586 0.0015502297660804883 0.0015143681617750537 0.001686086915310997
leaf_count=429 126 265 604 86 232 92 430 203 1055 125 118 145
internal_value=0 0.000100101 -4.12354e-05 0.000143132 0.000392771 0.000691399 0.000434202 0.000905249 0.000475143 0.00102537 0.000305247 -0.000316535
internal_weight=0 0.0171423 0.015992 0.0149781 0.013754 0.0124672 0.0113083 0.00937062 0.00782718 0.00592831 0.00475068 0.00320046
internal_count=3910 3481 3355 3090 3004 2772 2680 2250 2047 992 388 263
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=12
num_cat=0
split_feature=4 151 12 2 2 0 0 0 1 4 2
split_gain=6.6037e-05 0.000112774 0.000134256 9.62348e-05 0.000150723 0.000141609 0.000134747 0.000196485 0.00014145 0.000172357 0.000109525
threshold=0.24280000000000004 -0.0008699999999999999 0.092475000000000016 0.10910500000000002 0.10113500000000002 -0.029849999999999998 -0.074249999999999997 -0.10131499999999999 0.11235500000000002 -0.34687499999999999 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 7 10 9 -8 -1
right_child=1 2 -4 5 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0013877110892741103 -0.0010860318630956131 0.0024900191726746337 -0.00013299729293722245 -0.00024054906499503608 -0.0026162956375908944 0.0027488430808273886 -0.0006526810017828858 -0.0028115297486912497 -0.0011001724892159303 0.0026319824185971437 -0.0010249821959719874
leaf_weight=0.0013226953986609229 0.0011525039923895863 0.0017825097092863734 0.0015373427756388836 0.0019442717249086479 0.0012924447633715997 0.0010230057851283733 0.0010723343662887297 0.0016472077534277906 0.0013999747449306987 0.0018273296875955377 0.0019984059717685666
leaf_count=87 123 322 104 368 237 108 124 1803 121 266 247
internal_value=0 0.000666844 0.00127536 -0.000244803 -0.000535587 0.000790081 -0.000245426 -0.000974977 0.000597584 0.00141727 -6.40786e-05
internal_weight=0 0.00447236 0.00331985 0.0135277 0.0105604 0.00296728 0.00926795 0.00496831 0.00429964 0.00289966 0.0033211
internal_count=3910 549 426 3361 2885 476 2648 2137 511 390 334
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 43 159 1 43 38 51 4 151 12 475 15 3 133 0 0 51 4 13
split_gain=0.000400126 0.000302666 0.000291423 0.000200891 0.000276315 0.000317357 0.000254582 0.000212936 0.000263659 0.000262261 0.000237755 0.00021387 0.000240826 0.000362635 0.000299834 0.000276314 0.000313195 0.000141033 0.00010702 0.000105423 6.70433e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.24789500000000006 -0.11345499999999999 0.13662500000000002 0.14198000000000002 0.084445000000000006 0.077145000000000005 0.0051950000000000008 -0.084764999999999993 0.11655500000000001 -1.0000000180025095e-35 -0.106555 0.0039000000000000003 0.084760000000000016 -0.070894999999999986 -0.053834999999999994 0.089960000000000012 0.05309500000000001 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 10 18 20 12 -12 -14 15 16 19 -18 -10 -15 -6
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0009665317855525776 -0.00079409466818338803 -0.00072874720473695414 -0.0006245249248333759 -0.00059119930865314941 -0.00075939342219518043 0.00087274915339431865 0.00088693972127224571 -0.0005874563422168667 0.000565033286436142 0.0011890887458003508 -0.00036080093213391871 -0.00058523985382251116 0.00089874468733661074 -0.00040499198417445217 -0.00052127806812893123 -0.00045420424354520461 0.0012239935883913988 0.00050103047846453868 -0.00013771793933360689 0.0003176288845464718 -0.00019129807468641418
leaf_weight=0.0010559986803981526 0.0010759109491589305 0.0011093536724772783 0.0011438887933299937 0.0010038059008728893 0.0010063346099066159 0.0014903583742201824 0.00101384067544008 0.0011316877850323639 0.0010907650959442175 0.0010177563818452029 0.0017559314855681027 0.0010051108729490646 0.0018595872755108548 0.001002121619630281 0.001457262674447124 0.0010569419201796743 0.0010649343005090239 0.001814188877742106 0.0010651893677327134 0.0010061936836340823 0.0010616112260262026
leaf_count=592 68 332 168 210 170 194 48 66 77 37 340 57 200 340 81 422 44 96 187 69 112
internal_value=0 2.42935e-05 6.07433e-05 9.87441e-05 0.000130162 0.000171468 0.00011762 7.52199e-05 0.00011866 0.000529294 2.61677e-05 0.000111127 0.000174657 0.00027618 0.000119767 0.000276919 0.00043503 0.000768441 0.000217826 -4.2949e-05 -0.000467753
internal_weight=0 0.0252328 0.0241569 0.0230475 0.0220437 0.0208998 0.0194095 0.0183956 0.0172639 0.00317371 0.0140902 0.0120223 0.0110172 0.00926123 0.00740164 0.00594438 0.00488744 0.00287912 0.00215595 0.00200832 0.00206795
internal_count=3910 3318 3250 2918 2708 2540 2346 2298 2232 301 1931 1649 1592 1252 1052 971 549 140 264 409 282
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=13
num_cat=0
split_feature=1 3 3 43 43 13 3 0 0 16 151 0
split_gain=5.58946e-05 0.000124089 0.00014339 0.000247317 9.54556e-05 8.40727e-05 0.00013206 9.13961e-05 0.00013892 8.73888e-05 7.12689e-05 3.41682e-05
threshold=0.094385000000000011 -0.115685 0.086245000000000016 -0.077544999999999989 -0.089949999999999988 -0.090929999999999983 0.11265500000000002 -0.099864999999999995 -0.037619999999999994 -0.072359999999999994 -0.0074049999999999993 0.12346000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -2 7 -7 -9 -8 -4 -1
right_child=5 2 10 -5 -6 6 9 8 -10 -11 -12 -13
leaf_value=0.0017673991528989971 0.0017934041145372603 -0.0018611001998710421 0.0017755871406962066 -0.0043438469770755665 0.0011862115565340404 0.0020562229320422124 -2.3304265142998431e-05 -0.0015373688372783958 0.0013863369795209144 -0.0029019103150534327 -0.00064788718239429898 -1.7227298762912552e-05
leaf_weight=0.00133516439388362 0.0018076054967330196 0.0011562437838545346 0.0010609948226729671 0.0013979267375878257 0.0010543364208296232 0.0017206730167144205 0.0011462085988833692 0.0016644816119742922 0.001830934406958141 0.0011172728668533694 0.0016846444979663477 0.0010116316794146485
leaf_count=198 261 414 39 1409 515 162 65 401 243 63 109 31
internal_value=0 -0.000441197 -0.000972777 -0.00193254 -0.000407685 0.000375818 3.32265e-05 0.000674348 -5.90204e-06 -0.00144421 0.000288614 0.000998102
internal_weight=0 0.00870094 0.00635415 0.00360851 0.00221058 0.00928718 0.00747957 0.00521609 0.00349542 0.00226348 0.00274564 0.0023468
internal_count=3910 2715 2486 2338 929 1195 934 806 644 128 148 229
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=14
num_cat=0
split_feature=42 376 133 43 3 3 16 157 16 3 151 2 4
split_gain=5.50896e-05 0.00010039 0.000100561 0.000117881 0.000154167 0.000146896 0.000108785 9.92964e-05 0.00015529 0.000104827 9.35303e-05 0.000144232 7.01936e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 -0.075954999999999981 -0.100615 0.081265000000000018 -0.062769999999999979 -0.055679999999999993 -0.13927999999999999 -0.0088999999999999982 0.090420000000000014 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 9 -9 -11 -12 -13
right_child=1 -3 -4 6 -6 -7 -8 8 -10 10 11 12 -14
leaf_value=-0.0013279921777861355 0.0015617711050770122 0.0018217422894836997 -0.0019954969494789419 0.0018294518056432864 0.0028321789879911245 -0.0013183506413002347 -0.0019316244772047987 0.0020473543113032839 -0.0023554291753693406 -0.0017564890678646865 -0.0013275656277685042 0.0024377028864865087 0.00018037113338054925
leaf_weight=0.0012586010815626531 0.0015422365288803586 0.0012955917165703009 0.0010609556544980492 0.0010678574292885641 0.001317245620173233 0.001456616308737075 0.0014876333005788408 0.001015123784628702 0.001276522002794234 0.0012877863463501855 0.0014650522251001439 0.001132535937541217 0.0012003110016312671
leaf_count=241 122 197 856 121 201 524 298 92 305 116 546 156 135
internal_value=0 8.33474e-05 -6.37635e-05 8.00708e-05 0.000977495 0.000162825 -0.000309886 -2.42142e-05 -0.00029253 0.000139108 -0.000241786 0.000271817 0.00127625
internal_weight=0 0.0166055 0.0153099 0.0142489 0.0043161 0.00299885 0.00993282 0.00844519 0.00737733 0.00610081 0.00508569 0.0037979 0.00233285
internal_count=3910 3669 3472 2616 847 646 1769 1471 1350 1045 953 837 291
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=14
num_cat=0
split_feature=14 147 52 15 2 12 0 48 12 0 16 0 15
split_gain=5.60389e-05 6.92284e-05 0.00016322 0.000156839 9.46747e-05 0.000163387 0.0002129 0.000116454 0.000112887 8.65077e-05 0.000166379 0.000139823 0.000124506
threshold=0.056865000000000006 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.091985000000000011 0.098845000000000016 -0.18901999999999997 0.082070000000000018 0.085665000000000005 -0.053834999999999994 0.0015250000000000001 -0.10131499999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 -6 8 -8 10 11 12 -5
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0023540367619949497 -0.0015696682480772375 0.0015012886672204882 -0.0026227323116510834 -0.0019156178587925073 -0.001399539488545025 -0.0020166858992551238 -0.0005079412872752492 0.003018208424866831 0.0023739868001834753 -0.0022661413592093278 0.0019597212341452819 -0.0028660441882697083 0.0011067542533936643
leaf_weight=0.0013231460465911145 0.0010016625888562966 0.0014310483053377445 0.0010553690762779991 0.0010311986725157311 0.0013702032963687216 0.0010243914735656202 0.0014350632527283247 0.001732678284844219 0.0010989036035796429 0.0012705667131465504 0.0011574689543265571 0.0012136767076815868 0.0015808152454461206
leaf_count=270 144 216 345 80 55 279 146 262 309 147 231 1344 82
internal_value=0 7.80819e-05 -5.5091e-05 0.00013523 -9.20883e-05 0.000469268 0.000921044 0.00166628 0.000741862 -0.000690025 -0.000288159 -0.000968259 -8.645e-05
internal_weight=0 0.0167245 0.0152935 0.0142381 0.012915 0.00666124 0.00563685 0.00426665 0.00253397 0.00625373 0.00498316 0.00382569 0.00261201
internal_count=3910 3766 3550 3205 2935 1051 772 717 455 1884 1737 1506 162
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=23
num_cat=0
split_feature=1213 1374 44 133 13 14 50 48 15 158 0 16 151 151 2 40 16 13 52 13 43 1
split_gain=0.00037299 0.000392596 0.000306638 0.000298754 0.000375989 0.000286169 0.000295467 0.000278543 0.000386441 0.000320222 0.000255648 0.000401962 0.000335489 0.000357564 0.000307018 0.000275597 0.000293783 0.000372132 0.000256938 0.000210283 0.000281225 0.000236919
threshold=-1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.10681500000000001 -0.45122499999999993 0.077685000000000018 0.10625000000000001 0.11930500000000001 -0.15202999999999997 0.085745000000000002 -0.13027499999999997 -0.19424999999999998 -0.084129999999999996 -0.016164999999999995 0.11125500000000001 -1.0000000180025095e-35 0.4044600000000001 0.16421000000000002 -0.010284999999999997 -0.10023999999999998 -0.083899999999999988 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 10 11 -10 -12 -14 15 -15 17 19 -13 -17 -21 -22
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 12 18 13 14 -16 16 -18 -19 -20 20 21 -23
leaf_value=-0.00082468108670753543 -0.00080985138110984789 0.00080180490934724175 -0.00070280783664513279 -0.00066085220085055837 0.00080205333425835076 -0.00059705607083079717 -0.00063002962314965053 -0.00051847603987708994 -0.00020360839131710814 -0.00062759608296407941 -0.0006428168811711283 0.00045622239676278549 0.00094638616123528837 -0.00048881575018639421 -0.00066060951456016763 0.00086183548611618087 0.00081256266979005639 -0.00064005030093685158 0.0013516867598713728 0.00063967455690094302 -0.00050932423030451842 0.00037210051699484628
leaf_weight=0.0011165953616167649 0.0011222979890468379 0.0015305328960642751 0.0010519844897096666 0.0010521595670100253 0.0018902192440822104 0.0012389939792374341 0.0010497837388494758 0.0012071979331111362 0.0012204708815276577 0.0010898224086046465 0.0012174091725339281 0.0018295519650162184 0.0010350997581091157 0.0011867101042100665 0.0010643465555165718 0.00100199161547065 0.0015219942493967242 0.0011024101969541178 0.001017144467454034 0.0014239520646877031 0.001530931538772878 0.0010480232058456274
leaf_count=592 68 85 71 459 249 100 284 84 73 192 184 101 121 72 138 32 125 32 34 173 554 87
internal_value=0 1.74721e-05 5.27621e-05 8.42303e-05 0.000116616 7.03687e-05 0.000108944 0.000146995 0.00018888 0.000121845 0.000172262 0.000482165 6.83761e-05 0.000147696 6.40225e-05 0.000151506 0.000251106 0.000111186 0.000776178 0.000276658 0.000130179 -0.000151135
internal_weight=0 0.027433 0.0263107 0.0252587 0.0242066 0.0226761 0.0214371 0.0203873 0.0191801 0.0172899 0.0162 0.00406717 0.0121329 0.0109155 0.00988036 0.00881601 0.0076293 0.00610731 0.0028467 0.0050049 0.00400291 0.00257895
internal_count=3910 3318 3250 3179 2720 2635 2535 2251 2167 1918 1726 208 1518 1334 1213 1075 1003 878 135 846 814 641
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=14
num_cat=0
split_feature=484 1 12 14 15 16 151 3 47 3 12 1 16
split_gain=5.9244e-05 7.12642e-05 8.90366e-05 9.7137e-05 0.000123503 0.000152475 0.000119514 0.000129167 0.000129061 0.000108589 9.48614e-05 7.43381e-05 6.20532e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -1.0000000180025095e-35 -0.14487999999999998 -0.41862999999999995 -0.085684999999999997 -0.016619999999999996 0.085165000000000018 -0.13927999999999999 0.085250000000000006 0.089175000000000018 -0.057604999999999996
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 -8 -11 -9 -13
right_child=1 -3 -4 4 5 6 7 11 -10 10 -12 12 -14
leaf_value=-0.0013007980022175798 -0.0017299142269597953 0.0013489785875271897 -0.001664521979053424 0.002179991545720543 -0.0018029328958987947 0.0023010754826894605 -0.001336459792911335 0.0001530154416587578 0.0025018175927906234 0.0023507507378657654 -2.9954421252278152e-05 -0.0024667856298265637 -0.00038325449635885894
leaf_weight=0.0012476042897657308 0.0010160499601589721 0.0015195129402728507 0.0011737135157868219 0.0011230932038331668 0.0014565638130426837 0.0010256215733123212 0.0011879766705418823 0.0019630599202694029 0.001205767131652824 0.0010272896698188603 0.0016202245584398985 0.0011514370998423756 0.0010060693385937902
leaf_count=612 104 216 117 227 204 215 170 149 132 254 1319 68 123
internal_value=0 8.43913e-05 -4.40819e-05 9.39078e-05 0.000239054 5.18456e-05 0.000317035 9.49314e-05 0.000752847 0.000203021 0.000893808 -0.000709988 -0.00149521
internal_weight=0 0.0164764 0.0149569 0.0137832 0.0127671 0.011644 0.0101874 0.00916182 0.00504126 0.00383549 0.00264751 0.00412057 0.00215751
internal_count=3910 3298 3082 2965 2861 2634 2430 2215 1875 1743 1573 340 191
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=21
num_cat=0
split_feature=1213 51 1 47 47 38 39 51 2 16 52 4 52 51 1 52 49 49 160 2
split_gain=0.000468028 0.000343168 0.000334923 0.000294842 0.000222121 0.000213708 0.000267299 0.000187232 0.000288229 0.000327451 0.000253002 0.000243927 0.000247285 0.000206308 0.000188704 0.000187483 0.000287207 0.000327057 0.000509868 0.000165586
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11764000000000001 0.10561500000000001 1.0000000180025095e-35 0.085220000000000004 0.12190000000000002 0.10946500000000002 -0.15595499999999998 0.092885000000000009 0.05309500000000001 1.0000000180025095e-35 -0.025709999999999997 0.096230000000000024 -0.048794999999999991 -0.084674999999999986 -0.047894999999999993 -0.0098349999999999983 0.10066500000000002
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 10 -10 11 12 15 -11 -13 16 -3 -18 -19 -12
right_child=1 2 -4 -5 -6 -7 -8 -9 9 13 19 14 -14 -15 -16 -17 17 18 -20 -21
leaf_value=-0.00096732448022634424 -0.00080603010453128012 -0.000707674720483171 0.00073805827879888728 -0.00075049173874761792 0.00062759861892175981 -0.00061746013110202584 0.00073903390343393947 -0.00058789096562025345 -6.4048273852101132e-05 0.00026431519569752979 -0.0001524847762543821 0.00085729643408065869 0.00044999375017830119 0.0011526430190992264 8.505606594244872e-05 -0.00065954758977502463 0.00078532124219342185 0.00053140299460942742 -0.00092216725763830934 -0.00093135181819555761
leaf_weight=0.001045873722232706 0.0010050332539769799 0.0011255955947357893 0.0014641838523956055 0.0010097461017362077 0.0013478995728953133 0.0010681365940581325 0.001131133250111111 0.001050905154065143 0.0019185204328510674 0.0010033240496546969 0.001316125307324654 0.0011424100730377112 0.0013822164309646029 0.0012416229273497564 0.0016298137730146323 0.0016043854979962829 0.0011122916656560672 0.001023570583631896 0.001025231676571467 0.0010349511548473078
leaf_count=592 133 56 156 111 91 67 247 131 118 114 399 123 301 90 67 545 39 134 332 64
internal_value=0 2.77403e-05 6.31992e-05 1.86249e-05 5.53301e-05 1.63926e-05 5.25167e-05 8.42245e-06 4.62646e-05 0.000377922 -6.51243e-05 3.55655e-05 -0.000104593 0.000755627 0.00040329 -0.000234715 -7.57125e-05 0.000149315 -0.000195971 -0.000495344
internal_weight=0 0.0246371 0.0236321 0.0221679 0.0211581 0.0198102 0.0187421 0.017611 0.0165601 0.00416347 0.0123966 0.0100455 0.00727329 0.00224495 0.00277222 0.00589108 0.00428669 0.00316109 0.0020488 0.00235108
internal_count=3910 3318 3185 3029 2918 2827 2760 2513 2382 322 2060 1597 1407 204 190 1106 561 505 466 463
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=14
num_cat=0
split_feature=475 42 1 160 43 42 3 0 1 4 1 16 0
split_gain=5.27562e-05 9.61617e-05 0.000171424 9.85454e-05 0.000122175 0.000136428 0.000106416 8.87962e-05 0.000112569 0.00016472 0.000147883 8.95839e-05 7.29458e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11395500000000001 -0.098319999999999991 -0.069494999999999987 1.0000000180025095e-35 -0.075954999999999981 -0.16443499999999997 0.095575000000000007 -0.060264999999999992 0.13304000000000002 -0.094359999999999986 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 7 12 11 9 -9 -10 -6 -5
right_child=1 3 -4 4 5 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.0012018448380906063 -0.0032548731610471974 -0.0017569324869727214 0.00082341165872474719 -0.000449893694906612 -0.0016570347661830252 -0.0021407021040034937 0.0031775921183500185 0.0015682049834886279 0.0042489099157551205 -0.0022630942008037723 0.00033774242658735261 0.00095074173905326093 0.0021481197219689746
leaf_weight=0.001804228702480328 0.0011512926318349515 0.0010970341778693679 0.00106387998619345 0.0013521817836329025 0.0016898451497457945 0.0012936804176459493 0.0014616133727869069 0.0014945558922951907 0.0010582470966271629 0.001008081618946834 0.0010171003522834662 0.0012147285544749087 0.0010150119542593483
leaf_count=621 929 413 65 318 113 699 279 45 122 74 86 58 88
internal_value=0 0.000119707 -0.0012962 0.000348611 0.00053186 5.55679e-05 0.0016236 0.000435287 0.00107084 2.49282e-05 0.0023321 -0.00056643 0.00066409
internal_weight=0 0.0159173 0.00221517 0.0137021 0.012605 0.00877624 0.00382881 0.00748256 0.00457798 0.00250264 0.00207535 0.00290457 0.00236719
internal_count=3910 3289 994 2295 1882 1197 685 498 327 119 208 171 406
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 2 14 11 457 0 14 49 1 47 48 124 52 0 52 4 12
split_gain=0.000474453 0.000316273 0.000310658 0.000221146 0.000242857 0.000235923 0.000199824 0.000260844 0.000622255 0.000402901 0.000204418 0.000215429 0.000202425 0.000188649 0.000242166 0.000505169 0.000268032 0.000241647 0.000115875
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.14808000000000002 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 -0.10575999999999998 -0.13131999999999996 -0.084934999999999997 0.077800000000000022 0.09585500000000001 0.089125000000000024 -0.061329999999999989 0.10701500000000001 0.15480500000000005 0.083750000000000005 0.08734500000000002 0.085325000000000012
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 -4 8 -8 -9 -10 12 -12 -11 15 16 17 18 -15
right_child=1 2 3 -5 -6 -7 7 9 10 13 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0009119727080664021 -0.00070220708442827648 -0.00066010709984171839 -0.00033838760510330866 0.00072040743403343241 -0.00058964322665854051 -0.00049127776271664259 -0.00047169497089291022 -0.00072908542957614406 5.025843902126855e-05 0.00066836522725840153 0.0012053913387205339 0.00026167086611887067 0.00048842021634428877 2.0473111428126422e-05 0.00050414258993994147 -0.00092337719220647282 0.0007404666839482102 0.00047834326791895026 -0.00047258644952759927
leaf_weight=0.0010637426970656746 0.0010805774656728146 0.0010862555537471943 0.001570722486836716 0.0010068238755590693 0.0010262044842530285 0.0012194443461588369 0.0013002487871460744 0.0011446230733610499 0.0010886558282509817 0.001095687196212375 0.001835181605280789 0.0013734214482559182 0.0012461671176264844 0.0018974756333031782 0.0018644146553456198 0.0010647377536319169 0.0010294505517957804 0.0012956525723056486 0.0017060877914398566
leaf_count=592 332 68 251 163 86 117 44 100 94 159 152 55 51 241 316 29 295 116 649
internal_value=0 2.42469e-05 5.71588e-05 9.13839e-05 6.22769e-05 9.4546e-05 0.000131157 0.000172264 0.000383061 4.22757e-05 0.00058355 0.000713875 0.000915432 0.00013098 6.45069e-05 -5.26983e-05 0.000103668 -3.01395e-05 -0.000212963
internal_weight=0 0.0249318 0.0238513 0.022765 0.0217582 0.020732 0.0195125 0.0179418 0.00684367 0.0110981 0.00554343 0.00445477 0.00308135 0.00995351 0.00885782 0.0069934 0.00592867 0.00489922 0.00360356
internal_count=3910 3318 2986 2918 2755 2669 2552 2301 396 1905 352 258 203 1805 1646 1330 1301 1006 890
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=15
num_cat=0
split_feature=147 484 457 42 4 43 15 16 43 42 52 16 3 13
split_gain=5.5104e-05 0.000133778 9.94196e-05 0.000123489 0.000216899 0.000129367 0.000158315 0.000293693 0.000158637 0.00021651 0.000113187 9.65449e-05 8.30404e-05 7.64205e-05
threshold=0.089245000000000005 -0.0043499999999999988 0.092330000000000009 0.093125000000000013 0.074650000000000008 0.0047600000000000012 -0.094924999999999995 -0.08755499999999998 -0.083899999999999988 -1.0000000180025095e-35 -0.031409999999999993 0.032820000000000009 0.096385000000000012 -0.14819499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 10 -8 9 -9 -3 -10 -12 -7
right_child=-2 2 -4 4 -6 13 7 8 11 -11 12 -13 -14 -15
leaf_value=-0.0022573657695237983 0.0012068420680668506 0.0029514072376995468 -0.0018812041517294335 -0.0030421943533678001 0.00097251416422331502 0.00061817307903434544 -0.0034883908240885227 -0.00069701219577828844 0.00012615503035423632 0.0030656980191194495 0.0013083853873047402 -0.0024609995285070907 -0.00099028463662947843 0.0029731428204804282
leaf_weight=0.001105957656506811 0.0013889806831898768 0.0010207411968355118 0.0010221129866350162 0.0011982005534796831 0.0010069606664967375 0.0011032145456620068 0.001111031171806956 0.0011902659589477782 0.0013059807798035568 0.0013018020617728346 0.0017419586443096109 0.0010644584451975775 0.0010091601599803435 0.0011383860722020593
leaf_count=595 159 140 93 474 158 69 369 262 495 207 224 285 74 306
internal_value=0 -0.000116146 3.95036e-05 0.000177832 -0.00120893 0.000432944 0.000115248 -0.000530554 0.00014528 0.00126855 0.00113801 -0.00103562 0.000465192 0.00181413
internal_weight=0 0.0163202 0.0152143 0.0141922 0.00220516 0.011987 0.0097454 0.00597354 0.00486251 0.00249207 0.00377186 0.00237044 0.00275112 0.0022416
internal_count=3910 3751 3156 3063 632 2431 2056 1618 1249 469 438 780 298 375
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=22
num_cat=0
split_feature=1213 1456 31 2 38 124 151 13 48 51 0 1 3 2 2 4 12 4 13 4 2
split_gain=0.00043754 0.00025916 0.000227254 0.000212054 0.000228196 0.000258662 0.000237803 0.00021002 0.000216876 0.000282203 0.000397584 0.000346161 0.00030769 0.000310115 0.000277595 0.000258277 0.000230763 0.000214343 0.000137741 7.68825e-05 7.3647e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.084445000000000006 -0.048219999999999992 -0.090394999999999989 -0.10241499999999999 0.093225000000000016 0.08955500000000001 -0.23029999999999998 0.11198000000000001 -0.08348499999999999 0.094010000000000024 0.11203000000000002 -0.0072799999999999991 1.0000000180025095e-35 0.17888000000000001 0.095355000000000009 0.25367000000000006 0.10217500000000002
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 17 9 10 -9 12 18 15 -10 -14 -13 20 -12 -18 -8
right_child=1 2 3 -5 -6 6 7 8 14 -11 11 16 13 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.0010275477985318246 -0.00073838932716545336 0.00079091122030056147 0.00066561496037306528 0.00073552560904731714 -0.00072605989979660065 -0.00062256334938980292 0.00033489767171332853 0.00086005290739870352 0.00086500188188545996 -0.00077688790344059022 0.00032763552696767485 0.00083802067325769848 0.00020515500901910902 -0.0014265068869881818 -0.00020664894896588185 -0.00091133001637742634 -0.00035777980346213782 0.0008963361633390971 -0.00033556310320154154 0.00024495738505720354 -0.00023127608686933157
leaf_weight=0.0010240584425483317 0.0010619642870579446 0.001007119724087748 0.0014766318813435172 0.0010010902120559896 0.0010443282717269567 0.0014983814387918284 0.0013152233396699813 0.0010754752092767489 0.0013200994107718514 0.001512850802682938 0.0014842358669295104 0.0011377044273659723 0.0010029122211047221 0.0010344324007632091 0.0011036992859539962 0.0010597363161729493 0.0010082922648688708 0.0012611517400151762 0.0016386506330028361 0.0011009501109953135 0.0010102270998588736
leaf_count=592 332 113 170 160 66 207 98 49 125 167 528 67 351 283 57 187 55 74 155 21 53
internal_value=0 2.40248e-05 5.763e-05 2.56409e-05 -6.53743e-06 2.91752e-05 -1.88613e-05 3.12103e-05 -5.34155e-05 -0.000139957 -4.85563e-05 -0.000151778 -0.000369652 -0.000721855 0.000377016 -0.000368467 0.000265591 0.000372843 -2.03601e-05 -4.31723e-05 8.89393e-05
internal_weight=0 0.0251552 0.0240932 0.0230861 0.022085 0.0210407 0.019564 0.0180656 0.014479 0.0120552 0.0105424 0.00946691 0.00621997 0.00309708 0.0024238 0.00206265 0.00324695 0.0035866 0.00312289 0.00210924 0.00232545
internal_count=3910 3318 2986 2873 2713 2647 2477 2270 2045 1863 1696 1647 1504 821 182 538 143 225 683 76 151
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=22
num_cat=0
split_feature=1213 1374 44 1456 0 1 11 3 49 2 2 1 43 13 43 2 1 1 0 3 1
split_gain=0.000417774 0.000302487 0.000289795 0.00023699 0.000220645 0.000243946 0.000259664 0.000336282 0.000399106 0.000370584 0.000285573 0.000271491 0.000299812 0.000241359 0.000202425 0.000200602 0.000189084 0.000230575 0.000160686 0.000132143 0.000128718
threshold=-1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.23029999999999998 0.11327500000000001 0.080455000000000013 -0.115685 -0.084934999999999997 0.10393500000000001 0.097940000000000013 0.095575000000000007 -0.083899999999999988 -0.085414999999999991 0.083940000000000015 0.10869000000000002 0.13271500000000003 0.14831500000000003 -0.10462499999999998 -0.074679999999999983 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 15 6 7 14 -9 10 11 12 -10 -7 -6 -5 19 -18 -14 -15 -11
right_child=1 2 -4 4 5 13 -8 8 9 20 -12 -13 18 16 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00094151326905402488 -0.00074297217473695424 -0.00060612135578635865 -0.00072978532881418133 0.00097625903647420391 0.00081677814894818613 0.0008717056016780254 -0.00068691276265032345 -0.0008175504794273805 0.00033332871230887462 -0.00088805095958917476 0.00079918095242864672 0.00058745616805874962 -0.00010491474115451625 8.2818284834826155e-05 9.5623203742814245e-06 7.4472238981576459e-05 -0.00065269420725964152 0.00032483766256389244 -0.00092675701483264645 0.00082611361703281629 -0.00014584547536246177
leaf_weight=0.0010608651626865208 0.0011160372011622668 0.0010509795626746391 0.0010141711442663839 0.0012758167237523167 0.0017495016333904318 0.001472026836404146 0.0012466686934981533 0.0014919352352617552 0.0015477499152947438 0.0010762574722166102 0.0014577381381254972 0.0014910941901747077 0.0010372647269588468 0.0010351183132577546 0.0012055736033858011 0.0010197129973743557 0.0010762742813130478 0.001143254078095568 0.0011554417971536071 0.0011713319308566672 0.0010711202836852785
leaf_count=592 68 316 71 45 122 200 166 142 329 221 130 151 66 78 26 43 87 52 832 95 78
internal_value=0 2.896e-05 6.37135e-05 9.7562e-05 0.000130107 8.00396e-05 -2.54895e-05 3.65848e-05 -9.24134e-05 3.00148e-05 0.000205884 4.05661e-05 -0.000177446 0.000340021 0.000487461 0.00057567 0.00016319 -0.000149179 -0.000537983 0.000477409 -0.000517836
internal_weight=0 0.0259051 0.024789 0.0237749 0.0227239 0.0204284 0.0145303 0.0132837 0.0103286 0.00883667 0.00668929 0.00523155 0.00374046 0.00589801 0.00295508 0.00229553 0.00442598 0.00221953 0.00219271 0.00220645 0.00214738
internal_count=3910 3318 3250 3179 2863 2775 2263 2097 1949 1807 1508 1378 1227 512 148 88 312 139 898 173 299
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=14
num_cat=0
split_feature=2 50 41 123 160 150 2 0 0 13 2 2 1
split_gain=5.9556e-05 0.000116058 0.000100273 0.000119794 0.000117289 0.000233295 0.000176119 0.000278342 0.000178673 8.77961e-05 0.000168425 0.000253397 0.000108701
threshold=0.14073000000000005 0.086465000000000014 0.078535000000000008 0.084845000000000018 0.091575000000000017 0.11315500000000002 0.087005000000000013 -0.060094999999999989 -0.10575999999999998 0.0047850000000000011 0.10393500000000001 0.097940000000000013 0.10937500000000001
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 -1 10 11 -8 -12
right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 -11 12 -13 -14
leaf_value=0.0024821383971468606 0.0015706117424586176 -0.0022735647294351673 -0.0020712206241400213 -0.0019188409839742404 -0.0014324682896963584 -0.002421036803129396 -1.8390037745634287e-05 0.004476006693455342 -0.00079371046877488652 -0.0014094558696872881 -0.0021942800957300145 0.0045031922951229691 0.00072356802821765907
leaf_weight=0.0015430007417161773 0.0010626470318617657 0.0011074776468606553 0.00100413587070075 0.0011863361876855516 0.0015257334174292045 0.0011046448282829866 0.0014145074190684559 0.0014181325879919927 0.0016321637299560893 0.0013453998286710213 0.0011877896109497126 0.0010134806285690967 0.001246517846709233
leaf_count=109 228 668 165 181 273 109 577 126 765 312 198 108 91
internal_value=0 -0.000114458 3.86075e-05 0.000183538 0.000369232 0.000600124 0.000909106 0.0019337 0.000798219 0.000150974 0.000582746 0.00186899 -0.000700159
internal_weight=0 0.0167293 0.0156218 0.0146177 0.0134314 0.0119056 0.010801 0.0045933 0.00317516 0.0062077 0.0048623 0.00242799 0.00243431
internal_count=3910 3682 3014 2849 2668 2395 2286 1000 874 1286 974 685 289
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=21
num_cat=0
split_feature=1213 51 124 4 457 44 124 43 13 0 16 160 12 48 0 16 1 3 475 42
split_gain=0.00044159 0.000332797 0.000339599 0.000262114 0.000213735 0.000264522 0.000234272 0.000193211 0.000350373 0.000257517 0.000209842 0.000265863 0.000341484 0.000246871 0.000215407 0.00020837 0.000249685 0.000155222 0.00010709 0.000131583
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10385500000000002 -0.49837999999999999 -0.0034949999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.083940000000000015 -0.11267999999999999 0.024745000000000003 -0.083564999999999987 0.086110000000000006 0.11655500000000001 0.086125000000000021 -0.22851499999999997 -0.00083999999999999993 0.095575000000000007 0.086245000000000016 -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
left_child=-1 -2 3 -3 -5 6 -6 9 -9 10 11 12 13 17 -12 16 -16 -8 -17 -20
right_child=1 2 -4 4 5 -7 7 8 -10 -11 14 -13 -14 -15 15 18 -18 -19 19 -21
leaf_value=-0.00094461872337517187 -0.00080628153766547654 -0.00056300938735499015 0.00089121882423743172 -0.00042225894792841226 0.00066833457429099207 -0.00063481915780148044 0.0005657500936624096 0.00018731812173868409 -0.00092270224784836571 0.00080468328367238142 0.00054802380939892974 -0.00038364199606652461 -0.0003530390786153089 5.9137556641294872e-05 -0.001020561660862185 -0.0003596863902352751 -3.2498039159894897e-05 0.0012432548910537116 -8.141824089238556e-05 0.00061564392468110916
leaf_weight=0.0010828858027336031 0.0010224087133468276 0.0015762039183538868 0.001037075641012678 0.0018252095254614456 0.0017377894423844997 0.001002826316810256 0.0019467139879056029 0.0014935642720583509 0.0010834811418632953 0.0012580058138803593 0.001022606189663205 0.0010778368951469552 0.0010183470866369504 0.0013139141562039311 0.001171044685240207 0.0010697984860019716 0.0010909061391645158 0.0012115027626672936 0.0014658458429826953 0.001010099392779934
leaf_count=592 133 170 42 306 270 69 376 96 231 120 22 81 29 99 642 133 83 74 155 187
internal_value=0 2.43259e-05 5.91118e-05 2.21949e-05 6.45079e-05 0.000108988 0.000148305 9.5867e-05 -0.000279374 0.000161845 0.000101488 0.000291131 0.000423596 0.000600444 -8.08808e-05 -0.000191617 -0.000544033 0.000825643 3.32012e-05 0.000202959
internal_weight=0 0.0254352 0.0244128 0.0233757 0.0217995 0.0199743 0.0189715 0.0172337 0.00257705 0.0146566 0.0133986 0.00656831 0.00549048 0.00447213 0.0068303 0.00580769 0.00226195 0.00315822 0.00354574 0.00247595
internal_count=3910 3318 3185 3143 2973 2667 2598 2328 327 2001 1881 659 578 549 1222 1200 725 450 475 342
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=20
num_cat=0
split_feature=1213 31 1374 457 484 1 11 48 1 160 457 2 15 13 42 13 3 48 2
split_gain=0.000433509 0.000317844 0.000277408 0.000309639 0.000378235 0.000289899 0.000279721 0.000301483 0.000412914 0.000344241 0.000214715 0.000260542 0.000509518 0.000235861 0.000234257 0.000228139 0.000169026 0.000290386 0.000298621
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.090920000000000015 -0.0043499999999999988 0.13662500000000002 0.088315000000000018 -1.0000000180025095e-35 0.10031000000000002 -0.098319999999999991 0.069705000000000003 0.091985000000000011 -0.064869999999999983 -0.48634999999999995 0.060615000000000009 -0.090744999999999978 0.10223 0.084260000000000015 0.106035
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 -6 -9 11 12 -11 -13 -14 -15 17 18 -17
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12 13 14 15 -16 16 -18 -19 -20
leaf_value=-0.0010778432313744818 0.00093297675187081351 -0.00084618647274215756 -0.00082675183728535653 0.00086216380543746932 0.00019700967008316037 0.00069098031417778177 -0.00081775762093655468 -0.00074428773960875461 -0.0013323710686222177 -0.00087054374177400668 0.00086563088271229545 -0.00041305041293576846 -0.00019768243297062162 0.00093242733729852873 0.0006843870335750317 -0.00040603123009842399 -0.0002791283370195941 0.0011411023082043296 0.00080491273583086821
leaf_weight=0.0010699635463102949 0.0010902021217822763 0.0011013871710119352 0.0015587745971976852 0.0012354854270619766 0.0010136602891583904 0.0018449563237849928 0.0011934003206818247 0.0012507808095009445 0.001044326008525942 0.0019171291835490536 0.0012488013989551136 0.0010962615782208474 0.0018379474724363482 0.0019568653855772666 0.0016784525980825249 0.0014161900601605826 0.0013200537451467653 0.0011528163561865257 0.0010212875822720874
leaf_count=592 113 67 560 128 74 167 120 390 41 212 81 29 386 93 306 190 59 106 196
internal_value=0 3.08398e-05 -8.6768e-06 3.01013e-05 -1.54829e-05 4.47558e-05 -1.75096e-05 3.56811e-05 -0.000579075 0.000115268 0.000188676 0.000125573 -0.000162613 0.000322205 0.000223348 0.000439579 0.00024317 0.000435204 0.000101347
internal_weight=0 0.0259788 0.0248886 0.0237872 0.0225517 0.0209929 0.019148 0.0179546 0.00205799 0.0158966 0.0146458 0.013397 0.00543353 0.00796347 0.0035164 0.00686721 0.00491035 0.00359029 0.00243748
internal_count=3910 3318 3205 3138 3010 2450 2283 2163 115 2048 1658 1577 904 673 692 644 551 492 386
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=19
num_cat=0
split_feature=1213 1456 2 151 1374 457 51 4 52 15 3 3 13 3 4 51 4 2
split_gain=0.000438535 0.000252998 0.00022751 0.000209305 0.000211307 0.000369589 0.000210559 0.000226368 0.00026235 0.000245512 0.000437675 0.000322704 0.000230677 0.000175315 0.000175091 0.00017162 0.000225152 0.000144743
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 -0.084764999999999993 -0.094679999999999986 0.084715000000000013 0.13881000000000002 0.28937500000000005 0.11401500000000002 -0.017214999999999998 0.10666500000000002 0.090325000000000003 -0.0019849999999999994 -0.10140999999999999 0.066620000000000026 -1.0000000180025095e-35 -0.0021099999999999995 -0.13811499999999996
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 14 -5 6 7 8 9 11 12 15 -11 -14 -3 -6 -17 -9
right_child=1 2 -4 4 5 -7 -8 17 -10 10 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0010246252716399826 -0.00071438908207227146 -6.0333975534359531e-05 0.00081466374534024002 -0.00061050703165266675 -0.00047242376003631928 0.0010075542268506419 -0.00062728977785688031 0.0001010706044295582 -0.00058195332386419855 0.00052719024418476255 0.0010095501851953102 -0.00085900925621488426 -0.00052667224122668419 0.00018521768798314173 -0.00087320508038966839 0.00089547220156675409 -5.9234569659857252e-05 0.00081912565039361774
leaf_weight=0.0010440692762055835 0.0011024391816832927 0.0018611025658696939 0.0010262418255713992 0.0010302273791304986 0.0010603605036907608 0.0011845890673360939 0.0010269510319334254 0.0012341011984768613 0.0015739635120540366 0.0019639139762465891 0.0017358841703392081 0.0012679105547945824 0.0017315138541211805 0.0018528057461134739 0.0010854912126241345 0.0010060992813754679 0.0017523023253363653 0.0017653291105441385
leaf_count=592 332 304 164 39 255 96 93 64 320 600 44 56 156 190 62 117 222 204
internal_value=0 3.91744e-05 7.35618e-05 4.06839e-05 9.91415e-05 0.000137308 7.99443e-05 0.000122808 3.65821e-05 0.00011528 0.000304642 -0.000155888 8.40967e-05 -0.000158682 -0.000359786 7.75638e-05 0.000288985 0.000523685
internal_weight=0 0.0252612 0.0241588 0.0231325 0.020186 0.0191557 0.0179711 0.0169442 0.0139448 0.0123708 0.00728412 0.00508667 0.00554823 0.00358432 0.00294659 0.00381876 0.0027584 0.00299943
internal_count=3910 3318 2986 2822 2456 2417 2321 2228 1960 1640 990 650 946 346 366 594 339 268
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 38 12 160 124 133 448 457 475 42 457 146 11 2 1 15 43 2 48
split_gain=0.000431208 0.000294407 0.00024637 0.000212085 0.000203752 0.000218156 0.000254805 0.000414087 0.000170707 0.000238558 0.000254081 0.000202637 0.000164047 0.000196383 0.00030731 0.000210684 0.000178171 0.000150047 0.000203641 0.000150066 8.08596e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.087760000000000019 -0.083349999999999994 -0.217635 0.11158000000000001 0.087485000000000021 -0.070124999999999979 0.084715000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 0.085665000000000019 0.081130000000000022 0.083585000000000007 0.099115000000000023 -0.069904999999999981 -0.083394999999999983 0.10113500000000002 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
left_child=-1 -2 -3 4 -4 -6 7 8 -7 10 -10 -12 -13 14 15 16 -14 20 -19 -20 -17
right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 12 13 -15 -16 17 -18 18 19 -21 -22
leaf_value=-0.00091359762234182091 -0.00071630728628015313 -0.00063369545404720607 0.00058643945269655311 -0.0005749360334992668 -0.00053439845170814469 -0.0004206637018013842 0.00079867969670502283 -0.00064082517110568261 -0.00042279975949400687 0.00076775207600579347 -0.00035706851480607401 -0.00028766415892151861 -0.00026236760161125631 -0.00031088094072520794 -0.00039468650704822198 0.00065094911514537658 0.00047891338482314885 0.00095195784728713663 0.00054366023249659029 -0.00020723189028204757 0.0012178381696719672
leaf_weight=0.0011193774429996374 0.001123144592494899 0.001078279408689208 0.0019088277533449082 0.0010079893918436547 0.0012054163769570419 0.0011102198232375562 0.0011403634056827974 0.0016290441166990416 0.0016536241582064135 0.0014009224539170964 0.0013182639790213441 0.0011050953479867171 0.001311263235125093 0.0010063074191748464 0.0010146483332507126 0.0011021949729130252 0.0015773278569395782 0.0011656748901529602 0.0012580279564159275 0.0011030848669504878 0.0011204990253208535
leaf_count=592 332 68 280 74 313 84 27 600 297 95 407 91 138 16 99 72 74 42 79 58 72
internal_value=0 2.81189e-05 6.12749e-05 9.23192e-05 0.000121397 7.95681e-05 0.000116542 7.53319e-05 0.000142975 0.000181753 0.000126044 0.000195418 0.000257328 0.000313831 0.000378958 0.000469833 0.000142412 0.000634332 0.000443752 0.000192852 0.000936728
internal_weight=0 0.0263402 0.0252171 0.0241388 0.0231308 0.021222 0.0200166 0.0188762 0.0172472 0.0161369 0.014736 0.0130824 0.0117641 0.010659 0.00965272 0.00863807 0.00288859 0.00574948 0.00352679 0.00236111 0.00222269
internal_count=3910 3318 2986 2918 2844 2564 2251 2224 1624 1540 1445 1148 741 650 634 535 212 323 179 137 144
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=22
num_cat=0
split_feature=1213 51 1 123 50 133 38 3 3 4 457 48 0 0 52 52 12 49 1 15 12
split_gain=0.000431235 0.000350377 0.000346269 0.000308206 0.000387473 0.000256346 0.000281053 0.000336567 0.000236453 0.000240507 0.000258254 0.000225608 0.000354069 0.000313882 0.000295232 0.000358106 0.000290283 0.000191638 0.000165936 9.11319e-05 6.30408e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.088610000000000008 0.10625000000000001 0.10599500000000002 1.0000000180025095e-35 0.13772500000000001 -0.15464999999999998 -0.23071499999999998 -0.0015249999999999997 0.11930500000000001 -0.10575999999999998 -0.073129999999999987 -0.066329999999999986 -0.077699999999999977 0.085250000000000006 -1.0000000180025095e-35 0.090820000000000012 -0.11739999999999999 0.080120000000000011
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 20 -10 -11 12 14 16 15 -12 -14 -15 -16 -20 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 11 -13 13 17 18 -17 -18 -19 19 -21 -22
leaf_value=-0.00090480764240255518 -0.00079294366405388854 0.00072820406447093324 0.00072334482687959291 0.00074825688955003366 -0.00087186781741921133 -0.0006730272791456701 -0.00068060186547551631 0.00071193040643908903 -0.00053806459946993733 -0.0005099574862192901 0.00058812540283730095 -0.00052648786136552455 -4.3995608454635818e-05 -0.00021121205320118899 0.00018203518426530927 -0.0005880572910228689 -0.00093812236871884875 0.00056271379888005559 0.00052514451561589705 0.0010736968792740358 0.00023539924443881507
leaf_weight=0.001063037580985293 0.0010315244032514095 0.0010682470036975566 0.0014939540166464494 0.0011133362604839317 0.0010428496438044622 0.0010384389795127782 0.0010099092610187368 0.0016378086679182937 0.0016630585051196 0.0015724980394201194 0.0010367829933674022 0.0010615271527054668 0.0018728607549844617 0.0010610950461338309 0.0010504924412365552 0.0010763598438643385 0.0012254597616920306 0.0016960964510356596 0.0010260415867332506 0.0015530909741663379 0.0010501981519929204
leaf_count=592 133 52 156 144 343 379 66 86 131 202 65 38 243 50 99 23 674 186 40 70 138
internal_value=0 2.30638e-05 5.62681e-05 1.44934e-05 -2.14267e-05 1.94435e-05 5.42468e-05 9.20111e-05 3.56483e-05 -2.40923e-05 3.59658e-05 0.000103776 0.000161461 -8.56847e-05 0.000413458 -1.09803e-05 -0.000397644 0.000264871 0.000660563 0.000855469 0.000483901
internal_weight=0 0.0263816 0.0253501 0.0238562 0.0227428 0.0217 0.0206615 0.0196516 0.0180138 0.0158954 0.0142323 0.0126598 0.0115983 0.00585551 0.00574277 0.00211314 0.00309832 0.00275719 0.00362963 0.00257913 0.00211845
internal_count=3910 3318 3185 3029 2885 2542 2163 2097 2011 1821 1690 1488 1450 1153 297 88 917 236 209 110 190
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=24
num_cat=0
split_feature=1213 1456 480 31 133 133 38 124 40 1 15 1 16 0 42 42 0 49 51 2 52 151 4
split_gain=0.000444987 0.000384124 0.000316742 0.00029597 0.000315433 0.000316926 0.000273949 0.000291675 0.000440446 0.000304962 0.000296825 0.000279674 0.000336876 0.000337126 0.000268295 0.000251624 0.000303756 0.000375588 0.000234914 0.000237642 0.000275785 8.94002e-05 5.82328e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 0.10681500000000001 0.083815000000000014 0.084445000000000006 -0.048219999999999992 -0.062739999999999976 0.13662500000000002 -0.076594999999999983 0.11931500000000002 -0.070594999999999977 -0.19631499999999999 0.084100000000000022 0.098285000000000011 -0.23029999999999998 -0.069934999999999983 -0.084249999999999978 0.083585000000000007 0.092885000000000009 -0.010684999999999998 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 10 11 12 13 21 -7 16 -12 -18 -19 -20 22 -10 -21
right_child=1 2 -4 4 -6 14 -8 8 9 -11 15 -13 -14 -15 -16 -17 17 18 19 20 -22 -23 -24
leaf_value=-0.00086946917002530015 -0.00073379800282035595 0.00083028898409366831 -0.00071876135557512148 0.00079309274349681361 -0.00070361432830672759 0.00081894706062936252 -0.00064780719218138943 -0.00086098840366617192 -0.00050321531580549493 0.00067791566618414178 0.00075436162698564531 -0.00088410509650809366 -0.00061670533135785939 0.00058090518569299076 -5.5368814236842022e-05 0.00076467973636089824 -0.00068601353753165067 -0.00043858490155839863 -0.0003065546850615876 0.00052831028608414632 -4.0871961506898991e-05 6.6945481757152878e-05 0.00099042491579851531
leaf_weight=0.0011528289632834468 0.0012715325195499496 0.0010013782013517511 0.001001418407013204 0.0010187494455730734 0.0010333191652665682 0.0019531443184220834 0.0011223659363166485 0.0010419706748911036 0.0011565141487217545 0.001509014366524535 0.0011574336407344978 0.00101376247100321 0.0016521777181093015 0.00181371847683141 0.0010626750842648268 0.0012498805167114888 0.0013420645896262675 0.0011122933533500023 0.0010442416017497824 0.0010338627977959283 0.001349841788533257 0.0010103773830323348 0.0011075288441227907
leaf_count=592 332 111 228 100 386 176 66 92 36 91 45 42 175 169 307 65 64 173 237 188 103 31 101
internal_value=0 1.8221e-05 5.3917e-05 8.39242e-05 5.37691e-05 8.67192e-05 2.5031e-05 6.35338e-05 2.35633e-05 7.60724e-05 1.94651e-05 -0.000207012 -8.51521e-05 0.000135472 0.000510867 0.000179651 8.99014e-05 -2.01254e-05 0.000138108 0.000279538 0.00045484 -0.000237361 0.000767316
internal_weight=0 0.0280593 0.0267877 0.0257863 0.0247849 0.0237516 0.0207358 0.0196134 0.0185947 0.0175527 0.0160437 0.00664655 0.00563279 0.00398061 0.00301582 0.00939715 0.00814727 0.00698983 0.00564777 0.00453548 0.00349123 0.00216689 0.00214139
internal_count=3910 3318 2986 2758 2647 2261 1778 1712 1612 1520 1429 453 411 236 483 976 911 866 802 629 392 67 289
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=14
num_cat=0
split_feature=52 1 4 52 14 39 47 4 48 1 16 2 3
split_gain=7.09207e-05 9.28159e-05 0.000153807 0.000110873 0.000114 0.000136076 0.000233493 0.000272217 0.000196342 0.000185174 0.000116746 8.57067e-05 4.71303e-05
threshold=-0.40083499999999994 0.076710000000000014 -0.084009999999999987 -0.15154999999999999 -0.13131999999999996 0.085220000000000004 0.09252500000000001 0.0057500000000000008 0.085875000000000021 0.11215000000000001 -0.029944999999999996 0.096540000000000015 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 -5 6 7 8 10 -9 -6 -2 -4
right_child=1 3 12 4 5 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0019041951804079573 -0.0012001180901946044 0.0026461326998323668 -0.0029304743606296513 -0.0017933882203646269 0.0023711021251967344 0.0030117638172266663 -0.0021289235202237682 0.0037475049660242801 -0.0033145661273131463 0.00028846020557368642 -0.00092204424049422578 0.0014350198771652008 -0.00091335944252281395
leaf_weight=0.0010096359923080457 0.0010521824590672023 0.0011175352057246355 0.001391256282863516 0.0013211749770640846 0.0010283374017576196 0.0010337391053506497 0.0018216548061258664 0.0019658673751608013 0.0010300730243883172 0.0014373229058625356 0.0013174092206256339 0.0017863362467640254 0.0011230755375907352
leaf_count=401 357 124 1135 134 363 243 200 123 103 128 290 59 250
internal_value=0 9.24999e-05 -0.0007103 0.000448437 0.000224258 0.00050094 0.000199157 0.000824759 -0.000648927 0.00228659 0.000521618 0.000458227 -0.00202949
internal_weight=0 0.017426 0.00535285 0.0120731 0.0109556 0.0096344 0.00860066 0.00677901 0.00337582 0.00340319 0.00234575 0.00283852 0.00251433
internal_count=3910 3509 1801 1708 1584 1450 1207 1007 756 251 653 416 1385
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=15
num_cat=0
split_feature=2 0 4 12 15 42 43 150 49 15 150 1 3 49
split_gain=7.02348e-05 0.000161322 0.00015855 0.000183122 0.000145713 0.000122523 0.000168862 0.000115548 0.000174895 0.00019511 0.000109917 0.000208697 9.00423e-05 7.94766e-05
threshold=0.10910500000000002 -0.0046249999999999989 0.17888000000000001 0.098180000000000003 0.079360000000000014 0.087065000000000017 1.0000000180025095e-35 0.086420000000000011 -1.0000000180025095e-35 -0.017214999999999998 0.081245000000000026 0.11198000000000001 -0.080884999999999985 0.0052300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 7 8 -1 -10 11 -2 -4 -13
right_child=1 -3 12 -5 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.0033260855022939403 -0.0037851387374037071 0.0038305864395166908 0.0002361105749437514 -0.0040934794027445102 -0.003167115908002231 -0.002325272794413438 0.0032221043193389441 -0.0027281431903862377 -0.0031185122877616096 0.0011148111878065067 0.0023952590444278345 0.0025291344502448754 0.0033320953570797323 -0.00076699718803388388
leaf_weight=0.0010816907501867232 0.0010445185566011483 0.0010084918290027278 0.0017357413795374144 0.0010894704853254287 0.0012079109161861378 0.0013643225955704934 0.0012545315648011569 0.001037743709844885 0.0012884078214076373 0.0019179013444545505 0.0010808482940788539 0.0010025179952892118 0.0010779444815899536 0.0010710674205918454
leaf_count=239 290 115 98 343 1160 365 72 131 331 207 129 164 185 81
internal_value=0 0.000808914 -0.000346746 -0.000832715 -0.000444569 -3.06278e-05 0.000445133 -0.00020901 0.000400648 -0.000586287 8.31782e-05 -0.000718273 0.00142221 0.000826586
internal_weight=0 0.00520744 0.0130557 0.010242 0.00915251 0.0079446 0.00658028 0.00532574 0.004288 0.00320631 0.00419895 0.0031181 0.00281369 0.00207359
internal_count=3910 779 3131 2848 2505 1345 980 908 777 538 664 535 283 245
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=13
num_cat=0
split_feature=14 11 3 39 3 0 3 0 0 16 47 48
split_gain=6.02268e-05 8.21863e-05 0.000100949 8.69378e-05 0.000204977 0.000192204 0.000176071 0.000150738 0.000221295 0.00014758 7.62299e-05 9.4234e-05
threshold=0.05884000000000001 0.08776500000000001 -0.13927999999999999 0.005105000000000001 0.16699000000000003 -0.053834999999999994 -0.005644999999999999 -0.070894999999999986 -0.10131499999999999 -0.057604999999999996 0.082465000000000024 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 8 9 10 11 -4
right_child=-2 -3 3 6 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0015054745375514265 -0.0014350995751357795 -0.0015841341339284378 0.0009352394138163302 0.0028399422202185494 0.002147952526280934 -0.0022055294971001708 -0.00029023398322085292 0.0020369646814268703 -0.0022934473731960909 0.001633513818415697 -0.0018818866182031197 -0.0012619252249252424
leaf_weight=0.0018324378043443846 0.0010125047331386019 0.0010159331550063646 0.0016996111773242353 0.0010915269754338207 0.001184104922108741 0.0019223380406349971 0.0015995084900726499 0.0010441325331391393 0.0017145333028555556 0.0017290512771423469 0.001024930127962162 0.001203982330459652
leaf_count=164 141 139 175 239 156 273 188 271 1946 105 66 47
internal_value=0 7.32084e-05 0.00017814 7.01952e-06 -0.000220076 -0.000491293 0.000979415 -9.97472e-05 -0.000402376 0.000170715 -0.000473103 2.41796e-05
internal_weight=0 0.0170621 0.0160462 0.0142137 0.0115227 0.0103386 0.00269104 0.00841624 0.00737211 0.00565757 0.00392852 0.00290359
internal_count=3910 3769 3630 3466 3039 2883 427 2610 2339 393 288 222
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 43 43 38 160 52 50 133 457 0 42 151 12 13 0 0 0
split_gain=0.000449967 0.000301903 0.000281677 0.000238746 0.000258403 0.000222291 0.000238705 0.000321495 0.000301998 0.00019291 0.000224071 0.00025199 0.000407942 0.000245497 0.00013733 0.000128581 0.000335343 0.000216278 0.000108959
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.24789500000000006 0.14198000000000002 0.084445000000000006 -1.0000000180025095e-35 -0.048794999999999991 0.077805000000000013 0.08517000000000001 -0.0034949999999999994 -0.10575999999999998 0.091230000000000019 -0.084764999999999993 1.0000000180025095e-35 -0.083924999999999986 -0.017269999999999997 -0.084794999999999995 -0.15137999999999999
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 -4 9 10 -8 13 15 -12 -9 -13 17 -17 -15
right_child=1 2 3 -5 -6 -7 8 14 -10 -11 11 12 -14 18 -16 16 -18 -19 -20
leaf_value=-0.00096034305709790844 -0.00072281002851080195 -0.00066313305764443057 0.00036801603016486337 -0.00060419455434918153 0.0008471144863340898 -0.00050608808614360139 -0.00034615687290997545 -0.00020067669968231534 0.00096983019509787533 -0.00030730342869726923 -8.4655337574325815e-06 0.00029887379347989584 0.00074719422632707878 0.001087949373004721 -0.00086844869544715729 -0.0001194969701412933 0.00026986605432330514 -0.0010737487944392212 0.00052302077414492407
leaf_weight=0.001043374336300011 0.0011084700655909939 0.0011033837694247586 0.0016139881824321911 0.0010013437526536729 0.0010784119434050698 0.0012514752930609099 0.0013201253413191874 0.0017398655663610199 0.0011236880914355521 0.0016550201942260563 0.0010977259671784978 0.0014478929256410387 0.0017692607536232557 0.0015447083369400788 0.0011165074003904665 0.0010035929303193157 0.0016968404496366073 0.0010986875707619248 0.00147273458465896
leaf_count=592 332 68 212 210 49 81 80 138 269 462 65 88 131 69 519 111 140 202 92
internal_value=0 3.5503e-05 7.03304e-05 0.000105468 0.000137724 0.000101212 0.00013979 -0.000162136 0.000228411 0.000169352 0.000232707 0.000301357 0.000130126 0.000593303 -0.000461697 -7.7946e-05 -0.000221557 -0.000618205 0.000812223
internal_weight=0 0.0252437 0.0241353 0.0230319 0.0220305 0.0209521 0.0197006 0.00447036 0.0152303 0.0141066 0.0124516 0.0111314 0.00701627 0.00411517 0.00285637 0.00524701 0.00379912 0.00210228 0.00301744
internal_count=3910 3318 2986 2918 2708 2659 2578 869 1709 1440 978 898 672 226 657 541 453 313 161
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=21
num_cat=0
split_feature=1456 133 1374 38 3 48 0 0 15 3 51 2 49 0 15 1 12 4 1 12
split_gain=0.000347005 0.000352845 0.000289534 0.000254566 0.000368684 0.000290741 0.000281601 0.000208497 0.000277923 0.000261459 0.000193067 0.000256762 0.000357926 0.000263935 0.000293855 0.000332277 0.000274266 0.000227545 0.000128463 3.24854e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 -0.23029999999999998 0.039665000000000006 0.10363000000000001 -0.115685 0.092340000000000019 0.11362000000000001 -0.085174999999999987 -0.074514999999999984 -0.017214999999999998 0.13429500000000003 0.085775000000000004 -0.0025899999999999994 0.095575000000000007 0.085380000000000011
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 -4 8 10 19 11 12 -8 16 15 -15 17 -14 -19 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00093586620525652113 -0.00079827029116094324 -0.00093691721303091864 0.00078019602054418878 -0.00063959978840135204 0.00097975229403053903 -0.00069670104065566241 -0.000904362947031635 0.00065056095275477872 -0.00087858299900302867 -8.2829672472535748e-05 -0.00066212883847259778 0.00093942631224571826 0.00063584023453527926 0.00066500436373456869 0.0011154865581552581 -0.00055837619816274584 -0.00072756512519330701 -0.00055003389413986719 0.00025428910201302849 0.0010888562111509082
leaf_weight=0.0011493174049953874 0.0010782069796970708 0.0010702974342508961 0.0019835854351879434 0.0012526785160003042 0.0015730112108802976 0.0012848485204879278 0.0010862599453828085 0.0010259652631390281 0.0010286750736344949 0.0015227412411702437 0.0010292296187123526 0.001065688895038574 0.0016538408647235343 0.0015858103174464233 0.001443863419369377 0.0011692818054782061 0.0015266659789865723 0.0013834991658775537 0.0010656288116341894 0.0010245958423560353
leaf_count=369 64 519 79 91 152 106 102 50 207 108 186 205 351 127 67 26 833 130 49 89
internal_value=0 4.18684e-05 8.41372e-05 0.000124271 0.000166888 0.000105651 0.000158261 8.8213e-05 -7.36394e-06 0.000463706 6.15229e-05 0.000123691 4.4045e-05 0.000148863 0.000479234 0.000145792 -9.75488e-05 0.000136873 -0.000200069 0.000869562
internal_weight=0 0.0258544 0.0247841 0.0237059 0.0224532 0.0208802 0.0195953 0.0176117 0.0140384 0.0035733 0.0130098 0.0119805 0.0109149 0.00982859 0.00419896 0.00275509 0.00562963 0.00410297 0.00244913 0.00205056
internal_count=3910 3541 3022 2958 2867 2715 2609 2530 2283 247 2076 1890 1685 1583 220 153 1363 530 179 139
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=15
num_cat=0
split_feature=4 158 156 12 49 151 3 2 0 43 15 0 2 3
split_gain=5.95423e-05 0.00013117 7.96876e-05 0.000100288 0.000183187 0.000106456 9.39292e-05 0.000191171 8.07377e-05 0.000166289 0.000113324 8.47932e-05 6.69582e-05 0.000123242
threshold=0.28937500000000005 0.084965000000000027 0.085790000000000019 -0.092644999999999991 0.024250000000000004 1.0000000180025095e-35 0.12991000000000003 0.10113500000000002 -0.070894999999999986 -0.078644999999999979 -0.089594999999999994 -0.10575999999999998 -0.13811499999999996 0.11476000000000001
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 -5 -12 -2 -14
right_child=12 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 13 -15
leaf_value=-0.0019224572802913134 -0.0006442057497584242 -0.0026280886050946278 -0.0016476453181624743 0.0010725650555791339 0.0026259420347844726 -0.002035063891129305 0.0020726203812123901 -0.0025969734210075377 -0.00034582954169952462 0.0032054923246607734 8.9905714687147666e-05 -0.0027831803788876653 0.003227576463423597 -0.00011405423675356551
leaf_weight=0.0010559644733535998 0.0010037570166044341 0.0010253377125729853 0.0013459502211978511 0.0018364905704963083 0.001515160579310326 0.0011306874983519335 0.0012203040369346274 0.0012113557207912989 0.0013250550744125789 0.0012893884677816479 0.0010235784819721569 0.0010129453104466136 0.0010908511434122884 0.001097213615007489
leaf_count=101 68 348 449 182 436 113 48 259 80 135 98 1235 234 124
internal_value=0 -0.000197693 -1.92721e-05 0.000154385 0.000344015 -1.98602e-08 0.000257965 -2.96676e-05 0.000449707 0.00140561 -0.000195566 -0.00133914 0.000861275 0.0015519
internal_weight=0 0.0149922 0.0139669 0.0126209 0.011565 0.0100498 0.00891912 0.00769881 0.00648746 0.00261444 0.00387301 0.00203652 0.00319182 0.00218806
internal_count=3910 3484 3136 2687 2586 2150 2037 1989 1730 215 1515 1333 426 358
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=13
num_cat=0
split_feature=52 52 51 42 50 15 47 43 42 133 3 4
split_gain=5.62646e-05 8.57452e-05 0.000102251 0.000148001 0.00011639 0.000143098 0.00015882 0.000145539 0.00011731 9.61033e-05 8.20175e-05 0.000232691
threshold=-0.27466499999999994 -0.14859499999999998 -0.07742499999999998 -1.0000000180025095e-35 0.084340000000000012 -0.26361999999999991 0.08593000000000002 -0.18906999999999999 0.085330000000000003 0.083815000000000014 0.096385000000000012 -0.0010999999999999996
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 10 11 -9
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0012871819473517371 0.0019445408301156919 -0.0015054769577275585 -0.0019877471481746 0.0027395178763250936 -0.0015717860180355725 0.0030635871885891196 -0.001398034441751016 0.0010911166023878397 -0.0014263470605988121 0.002421634483957815 0.0014826469325326368 -0.0028319336885421005
leaf_weight=0.0014000249405963323 0.0010372503679943147 0.0018148443647490161 0.0012704266002437998 0.0012240700322843573 0.0012043892602359952 0.0010339859789136882 0.0018863428290810608 0.0018287688912649869 0.0012715406652096181 0.0012579620697441701 0.0017582541901159932 0.0010459924311910914
leaf_count=425 170 381 879 214 422 52 165 134 726 110 135 97
internal_value=0 9.75777e-05 -2.52546e-05 0.000169668 0.000388737 0.000597568 0.000337533 0.000736956 0.000401082 0.000795524 0.000354 -0.0003363
internal_weight=0 0.0166338 0.0155966 0.0137817 0.0125113 0.0113069 0.0100828 0.0081965 0.00716252 0.00589098 0.00463302 0.00287476
internal_count=3910 3485 3315 2934 2055 1633 1419 1254 1202 476 366 231
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=15
num_cat=0
split_feature=1 0 52 457 49 48 12 3 1 2 4 15 0 3
split_gain=6.08818e-05 0.000164506 9.56519e-05 8.76495e-05 0.000120308 0.000250818 0.000206787 0.000146 0.000163241 9.89639e-05 8.29866e-05 8.24193e-05 7.8181e-05 4.33688e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.27466499999999994 -0.0034949999999999994 -0.029304999999999998 0.085875000000000021 0.093375000000000014 0.092005000000000017 0.10113500000000002 0.082715000000000025 0.25367000000000006 0.024640000000000006 0.18055000000000002 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 8 9 -6 -9 12 13 -3
right_child=2 11 3 4 6 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.002472101105350729 -0.0014705569681142242 -0.00022668890940020383 -0.0011857963707465101 0.0031422065164518282 -0.00075217530375505594 -0.00011988122933548486 -0.0017803220999823301 -0.0014505949603179664 0.0032717577667904659 0.0017685297730944635 0.00069487412124386461 0.0013225561029146058 0.00083889465040233092 -0.0018376409372123943
leaf_weight=0.0011339384574677504 0.0010253876199701186 0.0010510377496100141 0.0010892560280715844 0.0015402538966078367 0.0010428111114686453 0.0016058080234225697 0.0015042749553909329 0.0012726547513211006 0.0010797279376288842 0.0010352061904216892 0.0011399695429868129 0.0011512781278037731 0.0010344577280605449 0.0011867735928786259
leaf_count=481 208 441 130 167 366 150 302 115 234 112 118 855 27 204
internal_value=0 -0.000509565 0.000218455 0.000371585 0.000537561 0.00147718 0.000119718 0.000632822 0.00145009 0.000503565 -0.000436857 -6.48606e-06 -0.000474081 -0.00108102
internal_weight=0 0.00555749 0.0123354 0.01131 0.0102207 0.00314606 0.00707464 0.00557037 0.00315775 0.00207802 0.00241262 0.00442355 0.00327227 0.00223781
internal_count=3910 2008 1902 1694 1564 317 1247 945 712 478 233 1527 672 645
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=21
num_cat=0
split_feature=31 3 1456 1213 1374 457 148 43 43 16 16 160 51 48 12 1 4 0 0 42
split_gain=0.000444759 0.000402082 0.00032064 0.000343166 0.000276036 0.000225829 0.00021262 0.000193759 0.000308141 0.000179203 0.000443056 0.000239225 0.000315486 0.000176422 0.000236056 0.000254096 0.000161584 0.000251691 0.000248019 0.000391381
threshold=-1.0000000180025095e-35 0.31335500000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.090920000000000015 -0.080629999999999993 0.24789500000000006 0.14198000000000002 -0.063614999999999991 -0.014099999999999998 -1.0000000180025095e-35 0.077145000000000005 0.11379500000000002 0.11655500000000001 0.099595000000000017 -0.49269499999999994 -0.017269999999999997 -0.10575999999999998 0.085195000000000007
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 -6 8 9 11 -11 -8 13 14 15 -13 -12 18 -18 -20
right_child=1 -3 3 4 5 -7 7 -9 -10 10 16 12 -14 -15 -16 -17 17 -19 19 -21
leaf_value=0.00081898115540657659 -0.00075738926507095707 0.00078842769844955196 -0.00078838138994096103 -0.00065498910699552596 -0.00055693668475982378 0.00063982045149023684 -0.00041208585104620304 -0.00054139807882739091 0.00074961857294996836 -0.00088372028961462477 -0.0004282027568829428 0.00011154666279833444 0.00073658093720800329 -0.00039954567406605515 -0.00033927690164235719 0.00091985945670071281 0.00038712575427172498 0.00053290497265696154 -0.00066563968161175498 0.00022207549240099017
leaf_weight=0.0011409069534409613 0.0011819457008336092 0.0010213822919503531 0.001059153827183793 0.0011249433684386015 0.0011796534205412703 0.0010430563891303804 0.0011207628002964098 0.0010145245772765999 0.001112081062628229 0.0011672525953617336 0.0013234586547611824 0.0019546886499664448 0.0018378703483171166 0.0010693986403815508 0.0010407696604895489 0.0011015400023278131 0.0015538938196515348 0.0017104451205547672 0.0019484458486695444 0.0016715934681686834
leaf_count=113 369 136 555 66 90 112 239 200 48 223 144 501 123 35 27 98 89 95 310 337
internal_value=0 -3.94525e-05 -7.29867e-05 -3.93285e-05 -4.79601e-06 2.86799e-05 -1.95751e-06 3.13992e-05 6.26216e-05 1.89649e-05 -0.00010783 0.000165268 0.000257651 8.72791e-05 0.00021435 0.000402882 2.51046e-06 8.53111e-05 -6.26584e-05 -0.000255727
internal_weight=0 0.0262369 0.0252155 0.0240335 0.0229744 0.0218494 0.0208064 0.0196267 0.0186122 0.0175001 0.00937509 0.00812503 0.00700427 0.0051664 0.004097 0.00305623 0.00820784 0.00688438 0.00517393 0.00362004
internal_count=3910 3797 3661 3292 2737 2671 2559 2469 2269 2221 1198 1023 784 661 626 599 975 831 736 647
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=14
num_cat=0
split_feature=484 160 1 12 41 43 1 16 1 0 3 3 1
split_gain=5.36426e-05 7.9559e-05 8.71695e-05 0.000123393 8.56529e-05 0.000121608 0.000216442 0.000171373 0.000110916 0.000210572 0.000261414 6.93486e-05 0.000122157
threshold=-0.0043499999999999988 -0.098319999999999991 0.13662500000000002 0.11655500000000001 0.075585000000000013 -0.074254999999999988 0.10113500000000002 0.0015250000000000001 0.11052000000000002 -0.23029999999999998 -0.11266 0.10223 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -7 -11 12 -12
right_child=1 2 -4 -5 -6 8 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0012701836551307778 -0.0014051790035443565 -0.0012704617539679142 0.0018562599974502076 -0.0019023566030747173 -0.0015069023967079012 0.0024046864477637463 0.003748176785962897 0.0018071321639070131 -0.0014035443877028369 0.0022553764227319678 -0.0035250995221043748 0.00012076173988513243 -0.00052387453431396711
leaf_weight=0.0012705103635718027 0.0013322263995579923 0.0013411092828422575 0.001217624332533346 0.0011727445274433571 0.0010286617307695431 0.0015373149154171992 0.001082503444134908 0.0016294881421371477 0.001880176733241784 0.0011614290721997404 0.0010191074366231343 0.0010003206752342564 0.0012014985743814266
leaf_count=612 497 409 178 102 150 74 191 210 179 123 840 67 278
internal_value=0 8.92332e-05 0.000219596 7.78004e-05 0.000258074 0.000411248 0.00130722 0.000417718 -5.43319e-05 0.000374198 -0.00033809 -0.00127326 -0.00190123
internal_weight=0 0.0166042 0.015272 0.0140544 0.0128816 0.0118529 0.0040531 0.0029706 0.00779985 0.00591967 0.00438236 0.00322093 0.00222061
internal_count=3910 3298 2801 2623 2521 2371 810 619 1561 1382 1308 1185 1118
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 14 11 160 457 150 151 49 4 4 0 0 16 12 13 16 1
split_gain=0.000387087 0.000351119 0.00029773 0.000275504 0.000260864 0.000308981 0.000252318 0.00024412 0.000211681 0.000283145 0.000235037 0.000187912 0.000325746 0.000333371 0.00029213 0.000200367 0.000185048 0.000421185 0.000380425 0.000172214
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.088315000000000018 -0.217635 -0.0034949999999999994 0.08486500000000001 -0.083559999999999982 -0.084934999999999997 -0.0017649999999999999 0.05309500000000001 -0.11756999999999999 -0.15291499999999997 -0.055679999999999993 0.084100000000000022 -0.070604999999999987 0.099280000000000021 0.076710000000000014
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 -4 -8 10 -10 -9 16 -13 14 -14 -15 18 -18 19 -12
right_child=1 2 3 -5 -6 -7 7 8 9 -11 11 12 13 15 -16 -17 17 -19 -20 -21
leaf_value=-0.00099935093540321363 -0.00090828878617120793 -0.00076191472855768687 -0.00049550015277358519 -0.00072379289634745775 -0.00064334025173848027 -0.00059077053029157976 -0.00035364698544966506 -0.00032807048429971911 0.00010412849707442129 0.001220627092176468 0.00060530037727994494 -0.000704110050362149 0.00042920038406805207 0.001039644535990153 -0.00072210690482206507 0.00019103637766642638 0.00070353582123040674 -0.00060996096162915087 7.7818396443009805e-06 0.0014773724589599903
leaf_weight=0.0010208162900639103 0.0010274974990656443 0.0011030473753537154 0.00118237550002001 0.0010185881639610808 0.0010650888362710434 0.0012849656179980675 0.00147817249809326 0.0016013865272657126 0.0010144703531321797 0.0015390237254119662 0.0010110601017919094 0.0010351266923564481 0.0011595935895903839 0.0016792542932620837 0.0012147568025759892 0.0013519917633664225 0.0017707054034791841 0.0010449847320979479 0.0011913647018433338 0.0015350337817850446
leaf_count=592 332 68 291 435 81 123 219 104 92 155 51 157 51 142 69 140 213 409 82 104
internal_value=0 3.11423e-05 7.08962e-05 0.00011053 0.000148881 0.000188882 0.000239455 0.000286108 0.000341253 0.000777057 0.000265007 0.000338099 0.00013908 0.000300544 -0.000159827 0.00066115 0.000533703 0.000216059 0.000773007 0.00113107
internal_weight=0 0.0253085 0.024281 0.0231779 0.0221594 0.0210943 0.0198093 0.0186269 0.0171488 0.00255349 0.0145953 0.0129939 0.00644072 0.0054056 0.00237435 0.00303125 0.00655315 0.00281569 0.00373746 0.00254609
internal_count=3910 3318 2986 2918 2483 2402 2279 1988 1769 247 1522 1418 559 402 120 282 859 622 237 155
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=13
num_cat=0
split_feature=2 0 4 15 133 43 3 0 150 1 52 15
split_gain=5.47983e-05 0.000183537 0.000131563 0.000173113 0.000138887 0.000225212 0.000153857 0.000119298 9.90647e-05 0.000127402 6.55328e-05 6.46444e-05
threshold=0.10910500000000002 0.15480500000000005 0.17888000000000001 0.079360000000000014 0.085625000000000021 -0.079109999999999986 -0.074234999999999982 -0.029849999999999998 0.081245000000000026 0.11235500000000002 -0.069134999999999988 -0.10981499999999998
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 -2 -8 -4
right_child=7 -3 11 -5 -6 6 10 -9 -10 -11 -12 -13
leaf_value=-0.0019853552581007203 -0.0021892356517448984 -0.0025830014889453388 0.00042132951256713339 -0.002334793476886698 0.0020055498425719208 0.0020545663478892225 -0.0012184927571707688 0.0022773284014964011 0.0016018119400634807 0.00038100946994233269 0.00041424254888979451 0.0023305235276886468
leaf_weight=0.0019774944769065982 0.0010189959804858405 0.0010407927156728105 0.001561475147322796 0.0012880643753746509 0.0010352891908937522 0.0013594793887584584 0.0014867295168540249 0.0010522681007913703 0.0010529889017496935 0.0019497371432954801 0.0020014545458247094 0.0010157974701122405
leaf_count=371 282 52 178 1295 478 298 138 144 129 224 224 97
internal_value=0 -0.000212237 -1.80583e-06 -0.000332995 -4.96739e-06 -0.000309937 0.000373512 0.000511451 4.94157e-05 -0.000501208 -0.00028166 0.00117381
internal_weight=0 0.0127666 0.0117258 0.00914851 0.00786045 0.00682516 0.00484766 0.00507399 0.00402172 0.00296873 0.00348818 0.00257727
internal_count=3910 3131 3079 2804 1509 1031 660 779 635 506 362 275
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=14
num_cat=0
split_feature=12 49 2 12 2 13 15 43 52 4 12 2 1
split_gain=5.78438e-05 0.000177385 0.000165106 0.000169894 0.000149418 0.000122613 0.000108172 0.000131156 0.000143867 0.000119615 0.000143236 0.000104167 0.000244594
threshold=0.051320000000000005 -0.029304999999999998 0.08400500000000001 0.10333000000000002 0.10393500000000001 -0.098524999999999988 0.024640000000000006 -0.049504999999999987 -0.012244999999999997 -0.073574999999999988 -1.0000000180025095e-35 0.11230000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 7 8 -1 -9 -11 12 -12
right_child=1 2 4 -5 -6 -7 -8 9 -10 10 11 -13 -14
leaf_value=0.0037221098251397551 0.0013958936900902942 -0.0041729156554933871 0.0027648632396493652 -0.00039668800924007758 -0.0022058870753727598 -0.000419565663795064 -0.0018347171055396185 0.0021769077079358602 0.00017804270056074036 -0.0025374603752635074 -0.0006349901725177787 -0.0011622660467375454 0.0037917277338373597
leaf_weight=0.0012107096856660698 0.001947054568315231 0.0013219529444887263 0.0010041927408574918 0.0010671952603374946 0.0011475178969508268 0.0014862051284222876 0.0010007337534737029 0.0011285250314809767 0.0010688811730774749 0.0011570972635722649 0.00154719354024202 0.0015764943932559949 0.0010307967194762568
leaf_count=181 254 713 97 103 408 1284 102 116 167 201 89 137 58
internal_value=0 -0.000451493 -0.0010483 -0.00248613 -0.000104016 0.000864478 0.000357493 0.000609086 0.00206033 9.53941e-05 -0.000346855 0.000263268 0.00113501
internal_weight=0 0.00797412 0.00602706 0.00238915 0.00363792 0.0024904 0.00972043 0.0087197 0.00227959 0.00644011 0.00531158 0.00415448 0.00257799
internal_count=3910 2859 2605 816 1789 1381 1051 949 348 601 485 284 147
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=21
num_cat=0
split_feature=1456 133 1374 14 11 13 2 16 16 0 40 1 43 43 4 16 52 2 3 151
split_gain=0.000303873 0.000316532 0.000296111 0.000276545 0.000195138 0.00020937 0.00023523 0.000229655 0.000198362 0.000294433 0.000222957 0.000356442 0.000212891 0.000176279 0.000236139 0.000173901 0.000153529 0.000243169 0.000140511 0.000127096
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.077685000000000018 0.088315000000000018 -0.10939499999999998 0.097940000000000013 -0.10486499999999999 -0.41862999999999995 -0.23029999999999998 0.0034800000000000005 0.13213500000000003 -0.06705499999999999 -0.079804999999999987 -0.15534499999999998 -0.012324999999999997 -0.072349999999999984 0.10510500000000002 -1.0000000180025095e-35 -0.0008699999999999999
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 -4 -8 19 -10 11 12 13 14 -11 -16 -14 18 -18 -7
right_child=1 -3 3 -5 -6 8 7 -9 9 10 -12 -13 16 -15 15 -17 17 -19 -20 -21
leaf_value=-0.00085722227870945779 -0.0007766447323232597 -0.00084675584387754015 -9.0072345628863198e-06 -0.00069166393063303225 -0.00047810588350520513 -0.00070642983381186705 0.00033609890153587883 0.0013246971264287497 0.00089662018070912051 0.00076214057669925044 0.00082087624151285703 -0.00086134515945213196 -0.00061967569547638642 0.0009288216563717712 0.0003559115584340452 -0.0003830267260745925 -0.0006221476182103542 0.00070311676522690826 0.00017648490598750908 5.1972938047508556e-05
leaf_weight=0.0010498240933145301 0.0010312398095724254 0.0010273245992523166 0.0013714419894865588 0.0010718219333162851 0.0012205423238320625 0.0011662468023007078 0.0012317528629920554 0.0012005799703997955 0.001328476358342095 0.0013616456488805689 0.001016966374761231 0.0010429210114014141 0.0012303975424715723 0.0010465516239833821 0.0015624838985578079 0.0017435530208885497 0.0012047197966491997 0.0010108419804406091 0.0010818705307822623 0.0011215261825099207
leaf_count=369 64 519 111 89 123 98 79 92 41 53 53 82 226 226 270 388 703 102 42 180
internal_value=0 2.68441e-05 6.57874e-05 0.00010525 0.000146036 0.000184662 0.000523702 0.000824063 0.000103646 0.00017721 9.95212e-05 3.4515e-05 0.000125738 0.000332171 0.000198395 -3.37931e-05 -0.000134786 4.61451e-05 -0.000244285 -0.000334641
internal_weight=0 0.0240729 0.0230456 0.0220143 0.0209425 0.019722 0.00380377 0.00243233 0.0159182 0.0136304 0.012302 0.011285 0.0102421 0.00571423 0.00466768 0.00330604 0.00452783 0.00329743 0.00228659 0.00228777
internal_count=3910 3541 3022 2958 2869 2746 282 171 2464 2186 2145 2092 2010 937 711 658 1073 847 745 278
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=13
num_cat=0
split_feature=1 0 159 14 49 0 47 52 4 15 16 4
split_gain=5.69672e-05 0.000160003 0.000102183 9.00525e-05 0.000166182 0.000163928 0.000189237 0.000188577 0.000163093 7.59523e-05 8.46975e-05 1.98935e-05
threshold=1.0000000180025095e-35 -0.089879999999999974 0.073745000000000019 -0.076254999999999989 0.079765000000000016 -0.087899999999999992 0.09252500000000001 -0.0066199999999999991 0.070230000000000015 0.024640000000000006 0.20277000000000003 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 -7 10 -3 -9
right_child=2 9 -4 4 -6 8 -8 11 -10 -11 -12 -13
leaf_value=-0.0034902493324202714 -0.0022368785585570633 -0.0018412617378175671 0.0022218997760025997 -0.00029349758936038952 0.0027585258900811142 -0.0033942325913855938 -0.0020833880179556325 0.0039095389546999178 0.00021977047663927389 0.0017399367919549256 0.00074112404021755912 0.0023631118146936162
leaf_weight=0.0010344294073587118 0.0010076620564674421 0.0017227727295052002 0.0015100756123767592 0.0018931617887139041 0.0014209640529744055 0.0015849427899207319 0.0011896254913681542 0.0010781300369878148 0.0015549369111304895 0.0011370004673554295 0.0014877648410381028 0.0010153090785144231
leaf_count=468 102 452 384 137 136 724 101 100 86 854 218 148
internal_value=0 -0.000687772 0.000290763 1.93587e-05 0.00025285 -0.000175292 0.00069166 0.00151975 -0.0016045 -2.09655e-05 -0.000644583 0.00315953
internal_weight=0 0.00538197 0.0122548 0.0107447 0.00973707 0.00831611 0.00517623 0.0039866 0.00313988 0.00434754 0.00321054 0.00209344
internal_count=3910 1992 1918 1534 1432 1296 486 385 810 1524 670 248
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=13
num_cat=0
split_feature=39 3 48 2 52 13 474 52 4 49 39 12
split_gain=5.50248e-05 0.000137882 0.000240111 0.000142151 0.000126381 0.000129726 0.000111515 0.00015262 0.000156735 0.000135024 0.000108299 4.52119e-05
threshold=0.005105000000000001 0.16699000000000003 0.11930500000000001 0.11542500000000001 0.11401500000000002 -0.083514999999999992 0.084420000000000009 -0.081429999999999989 0.0057500000000000008 -0.029304999999999998 0.092870000000000022 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 -7 -9 -10 -2 -1
right_child=10 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=0.00038199031656816667 0.0022628664685627868 0.0019883205576066384 -0.0034483280363691404 0.001930381333614837 -0.0024629618784863228 0.00088933123515853017 0.0013884114928766347 -0.003051501359144317 0.0014232732513741689 -0.0016413808396466005 -0.00031163269634252715 0.0023553209737012305
leaf_weight=0.0010741257895459507 0.0013368907426260443 0.0012287669543824117 0.0010739139568121262 0.0013848250077221078 0.0011794676804800794 0.0016335401103101284 0.0011642841348319458 0.0018393809738625972 0.0010410749726705859 0.0017902045224267894 0.001698915451416168 0.001052595479954066
leaf_count=559 215 160 101 250 473 387 215 903 52 182 244 169
internal_value=0 -0.000179955 -0.000381287 -0.000110409 -0.000372704 -0.000115764 -0.000535622 -0.00089096 -0.00151361 -0.000514493 0.00082211 0.00135867
internal_weight=0 0.0144622 0.0132334 0.0121595 0.0107747 0.00959521 0.00746848 0.0063042 0.00467066 0.00283128 0.00303581 0.00212672
internal_count=3910 3451 3291 3190 2940 2467 1739 1524 1137 234 459 728
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=13
num_cat=0
split_feature=15 1 50 484 133 15 123 15 52 52 151 4
split_gain=5.44031e-05 8.07757e-05 8.30221e-05 8.71519e-05 9.82146e-05 0.000155731 0.000175427 0.000117807 0.000196819 0.000169764 0.000144238 0.000128661
threshold=0.10363000000000001 0.14000500000000002 0.086465000000000014 0.085515000000000022 -0.0023199999999999996 0.041585000000000004 1.0000000180025095e-35 -0.053579999999999996 0.0053050000000000007 -0.081429999999999989 -0.044604999999999992 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -6 -11 -12
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 11 -13
leaf_value=-0.0018934207298115871 -0.0013563117099112229 0.0018273216750270391 -0.0016948836724156604 0.0015735247155757217 0.0020166070064243881 0.0021823686998075856 0.0023590722744876421 -0.0029452630954806204 0.00017004147527869564 -0.0026658654531062594 -0.0013023613199376995 0.0014209003051389431
leaf_weight=0.0011357541425252591 0.0011760852783175837 0.0010608629892345329 0.0011680684644695015 0.0015325351535828277 0.0014718775366534403 0.001353885613203488 0.0010393985678708176 0.0017394663771203691 0.0016926378864217245 0.0010286433344685285 0.0013645611954688315 0.0015878201180297979
leaf_count=749 364 146 663 319 233 364 188 381 96 104 205 98
internal_value=0 9.24918e-05 -2.9272e-05 0.000110228 -7.04185e-05 0.000113163 -0.000169118 -0.000464874 -0.00140886 0.000129281 -0.000568507 0.000162236
internal_weight=0 0.0161755 0.0151146 0.0139466 0.012414 0.0112783 0.00992441 0.00888501 0.0034321 0.0054529 0.00398102 0.00295238
internal_count=3910 3546 3400 2737 2418 1669 1305 1117 477 640 407 303
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=14
num_cat=0
split_feature=52 1 4 133 160 474 151 13 4 3 3 13 4
split_gain=5.80676e-05 8.5398e-05 0.000132058 9.44142e-05 0.000137994 0.000184184 9.53131e-05 0.000137359 9.5203e-05 0.000131935 0.000124904 5.47036e-05 2.80675e-05
threshold=-0.27466499999999994 1.0000000180025095e-35 -0.084009999999999987 -0.036599999999999987 -1.0000000180025095e-35 0.059400000000000008 -0.084874999999999992 -0.083354999999999985 0.0057500000000000008 0.092005000000000017 -0.10315499999999998 0.091035000000000019 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 5 -5 -6 -8 -9 10 -10 -2 -4
right_child=1 3 12 4 6 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0013554310862123058 -0.00037163753451086555 0.0023381955406616092 -0.0026803850376463435 -0.0025934338978005514 -0.0011685458280705765 0.0010740962175830567 0.0029076387746966451 -0.00086178184519878482 0.0018227798640313292 0.0029731007546511547 -0.0014924513621741059 0.0016341752151007359 -0.0011598565361551076
leaf_weight=0.0013451335558523339 0.0016375813121979436 0.0010818506348464476 0.0010060352662489133 0.0015454930520942831 0.001057384303971177 0.0010549758404505005 0.0013854405212032203 0.0015962254650532673 0.0010214897157718728 0.0011708976271918026 0.0010606761395102766 0.0010044326638090073 0.001242229460433052
leaf_count=425 334 269 1001 315 120 171 225 389 42 63 114 70 372
internal_value=0 0.00010888 -0.000634839 0.000440286 0.000232731 -0.00110557 0.000709986 0.00102858 0.00049173 0.00115588 0.000133968 0.000390926 -0.00184025
internal_weight=0 0.0158647 0.00489028 0.0109744 0.00989258 0.00260047 0.00729211 0.00623473 0.00484929 0.00325306 0.00208217 0.00264201 0.00224826
internal_count=3910 3485 1777 1708 1439 486 953 833 608 219 156 404 1373
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 43 42 14 38 3 39 48 133 50 457 0 43 15 3 12 15 0
split_gain=0.000482023 0.00034023 0.000344727 0.000243124 0.00025016 0.000257664 0.000254607 0.000492092 0.000410209 0.000336477 0.000292101 0.000315216 0.000269347 0.000373822 0.00036931 0.000339721 0.000222518 9.53319e-05 7.6795e-05 6.05874e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.24789500000000006 -0.10770999999999999 0.077685000000000018 1.0000000180025095e-35 0.16699000000000003 0.084835000000000008 0.11930500000000001 0.084760000000000016 0.081160000000000024 -0.0015249999999999997 -0.10575999999999998 -0.074254999999999988 -0.11739999999999999 -0.11266 0.093375000000000014 -0.091024999999999981 -0.068899999999999989
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 11 12 -6 15 17 -14 -16 -15 -17 -18
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 16 18 19 -19 -20 -21
leaf_value=-0.0011458002444253367 -0.0008782044177605494 -0.00082636670515162474 -0.00051522264074445551 -0.0006862487361816138 -0.00035586774500147615 -0.00061967395264368806 -0.00047112738261103747 0.0013716848542726886 0.0012285728078006784 -0.00072865889151441977 -0.00042289691340137295 -0.00060279226730516953 0.00025933816829538822 0.0009429264456735603 0.00033984406242764856 0.0015585217084975295 -0.00020985684424645022 0.00030415371968032308 0.00098537829219613108 -0.00078703877536352653
leaf_weight=0.0010437526814396003 0.0011306589538029313 0.0011665390668561563 0.0014865996075421458 0.0010309953733461238 0.001264895934014223 0.0010383323601921837 0.0013229063375270736 0.001177992578209843 0.0011254892772226228 0.0011462732836476355 0.0017625999499123893 0.0010060377085237835 0.0017703983272454593 0.0016513893761941918 0.0016024858514480595 0.0011241942156630103 0.0010433517154587258 0.0011582561186200269 0.0017285840718415041 0.0010768782914055862
leaf_count=592 68 332 152 210 76 71 85 143 273 79 731 180 55 150 133 28 277 67 91 117
internal_value=0 3.74336e-05 7.93744e-05 0.000124302 0.000161465 0.000209368 0.000252491 0.000303851 0.000231809 0.000163133 0.000230434 0.000316202 0.000390639 0.000475284 0.000212407 0.000846717 -0.000140194 0.000679597 0.00121124 -0.000503011
internal_weight=0 0.0258149 0.0246842 0.0235177 0.0224867 0.0210001 0.0199617 0.0186388 0.0174608 0.0163353 0.0151891 0.0134265 0.0124204 0.0111555 0.00653236 0.00462318 0.00372272 0.00280965 0.00285278 0.00212023
internal_count=3910 3318 3250 2918 2708 2556 2485 2400 2257 1984 1905 1174 994 918 744 174 527 217 119 394
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=19
num_cat=0
split_feature=1213 1456 1374 133 146 11 0 47 3 3 42 49 15 150 1 16 0 15
split_gain=0.000389737 0.000280034 0.000281037 0.000277106 0.00020252 0.000279314 0.000244484 0.000321975 0.000267291 0.000280658 0.00025576 0.000432583 0.000245908 0.000451456 0.000349966 0.000239401 0.000466879 0.000205574
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.085010000000000016 0.080455000000000013 -0.017269999999999997 0.13177500000000003 0.10666500000000002 -0.115685 0.098285000000000011 -0.12164499999999999 -0.0089749999999999986 0.08486500000000001 0.094385000000000011 -0.055679999999999993 -0.14808999999999997 0.035895000000000003
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 10 9 -8 11 -4 13 14 -13 16 -16 -14
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 -12 12 17 -15 15 -17 -18 -19
leaf_value=-0.00095255372733283792 -0.0007531148005538548 -0.00071680116594560544 -0.00083103729309520345 -0.00070717527095783559 -0.00055329204865741549 -0.00041957091793520438 0.00071769546746151846 -0.00064922368382723875 0.0012661262322353252 -0.00021289396042068097 0.00091258579395913026 -0.00072151866994257135 0.00093475649013788527 0.00076158668325860212 -0.00030194357799815123 -0.00035161374111726768 0.00096996927137680676 0.00018426265476231127
leaf_weight=0.0010456697587428411 0.001088691485087538 0.0010949821056009936 0.001059945270364346 0.001011040861105982 0.0010103136930290626 0.001833446369342572 0.0019823634920967392 0.0012131688388912218 0.0010072597848914122 0.0013581428936881084 0.001142786022767254 0.0017765830624587899 0.0018298321623908828 0.0018307874925419937 0.0013352349195158361 0.0017956025526545405 0.0015518314711095021 0.0018010978772467073
leaf_count=592 332 68 97 435 39 218 88 45 48 130 162 560 146 186 56 153 108 447
internal_value=0 2.9576e-05 6.41661e-05 0.000100494 0.000136741 0.00016914 0.000223973 0.000130399 0.000554057 0.000339348 0.000197365 0.0001344 0.000220242 7.03459e-05 -0.000125577 0.000100521 0.000381724 0.000562479
internal_weight=0 0.0257231 0.0246344 0.0235394 0.0225284 0.0215181 0.0196846 0.0153369 0.00434777 0.00334051 0.0141237 0.0129809 0.011921 0.00829004 0.00645925 0.00468267 0.00288707 0.00363093
internal_count=3910 3318 2986 2918 2483 2444 2226 1960 266 218 1915 1753 1656 1063 877 317 164 593
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=14
num_cat=0
split_feature=12 49 2 12 2 52 13 2 3 49 2 13 1
split_gain=5.65161e-05 0.000137841 0.000146356 0.000146747 0.000130444 0.000105313 0.000227086 0.000255079 0.000212981 0.000168383 9.7998e-05 9.13751e-05 8.22285e-05
threshold=0.051320000000000005 -0.029304999999999998 0.08400500000000001 0.10333000000000002 0.10393500000000001 0.10701500000000001 -0.00059999999999999995 0.11230000000000001 0.094625000000000015 -0.006494999999999999 0.096750000000000017 -0.094679999999999986 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 11 6 10 8 9 -8 -1 -4 -11
right_child=1 2 4 -5 -6 -7 7 -9 -10 12 -12 -13 -14
leaf_value=0.00045941497062807461 0.0014228159221533426 -0.0047328095204261979 0.0029377967975013006 -0.00049701643481726355 -0.0024830180791087504 0.0023420297489862071 -0.0038504348041388972 -0.0042562005177685831 0.0029296249737504249 -0.0014672279034802984 0.0040366860933674963 -0.00036260939812923375 0.0018774177168126482
leaf_weight=0.0010354869541696556 0.0019193189051330542 0.0012756859989002823 0.0010011900494875893 0.0010601022113628789 0.0011203526265189008 0.0016770312531458062 0.0010567346587821436 0.0012305314167544087 0.001304647572741735 0.0010004488068964213 0.0011376735372354151 0.0014593877393079234 0.0010842405726915819
leaf_count=200 254 713 117 103 408 161 66 125 118 61 254 1264 66
internal_value=0 -0.000536417 -0.00117197 -0.00281039 -0.000103255 0.000428197 1.93238e-05 -0.000866092 7.2182e-05 -0.00111453 0.00233216 0.0009803 0.000272312
internal_weight=0 0.00783604 0.00591672 0.00233579 0.00358093 0.00952679 0.00784976 0.0056766 0.00444607 0.00314142 0.00217316 0.00246058 0.00208469
internal_count=3910 2859 2605 816 1789 1051 890 436 311 193 454 1381 127
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=20
num_cat=0
split_feature=1456 31 133 133 4 14 3 1374 0 12 13 0 457 0 3 3 0 1 0
split_gain=0.000380052 0.000319377 0.000347009 0.000234848 0.000224438 0.000328357 0.000275669 0.000191862 0.000269309 0.000370648 0.000370109 0.000341559 0.000288178 0.000214424 0.000675882 0.000201767 0.000166618 0.000134849 8.61824e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 0.091290000000000024 0.50657000000000008 -0.13131999999999996 0.24227500000000002 -0.094679999999999986 -0.13027499999999997 -0.036459999999999992 0.23436000000000004 -0.089879999999999974 -0.0015249999999999997 -0.053834999999999994 -0.115685 -0.078669999999999976 -0.23029999999999998 0.081005000000000008 -0.15007499999999999
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 12 -10 11 -11 -9 15 17 -13 -14 -15 -18
right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 13 16 14 -16 -17 18 -19 -20
leaf_value=-0.00091814489152748137 0.00089379200933679384 -0.00084138171384896213 -0.00091671722569726562 0.00068293904132387404 0.00070527243083204187 -0.00071315441608621889 0.00080995925556011849 -0.00042806003217574771 -0.00088434966856796118 -0.00074098906837835783 0.00069146356695536798 -0.00011707508175926627 0.00099420586402718981 0.0006353237117198851 -0.00099952172348708075 0.0006855025867355492 2.8771796474167875e-05 -0.00011716767723447119 0.0006410844542177102
leaf_weight=0.0011348643389008017 0.0010689876126910572 0.0012496224670073266 0.0010331683444428424 0.0013664178013259578 0.0010944957610958045 0.0010240516142587799 0.0010522766894119481 0.001025639826043534 0.0014534956672860753 0.0019536749770705233 0.0016141904974427699 0.0014772259148855228 0.0013201476734789885 0.0014177347536588059 0.0017263872127100434 0.001795582185132023 0.0014211788971710548 0.0010898236541176942 0.001022743824368501
leaf_count=369 113 60 514 184 152 57 103 56 132 384 66 851 58 32 182 271 107 121 98
internal_value=0 3.34247e-05 -4.67821e-06 3.61053e-05 -4.55321e-06 -4.21869e-05 9.3076e-06 -3.66259e-05 3.3791e-06 -0.000120649 -2.04162e-05 -0.000141881 0.00032779 1.40403e-05 -0.000224975 0.000323248 0.000533745 0.000308279 0.000285015
internal_weight=0 0.0252068 0.0241379 0.0231047 0.0217383 0.0206438 0.0193942 0.0183419 0.0173178 0.0125281 0.0110746 0.00946043 0.00478971 0.00750675 0.00423395 0.00327281 0.00376407 0.00250756 0.00244392
internal_count=3910 3541 3428 2914 2730 2578 2518 2415 2358 2039 1907 1841 319 1457 335 1122 263 153 205
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 14 38 457 457 11 1 0 0 2 3 0 1 43 2 2 3 13
split_gain=0.000369428 0.000403337 0.000251272 0.0002416 0.00022649 0.00024218 0.000201501 0.000264031 0.00023246 0.000373245 0.000411645 0.000321356 0.000471232 0.000246583 0.000230477 0.000144884 0.000205159 9.19609e-05 7.36717e-05 4.95625e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 0.084445000000000006 0.088055000000000008 -0.0034949999999999994 0.080455000000000013 1.0000000180025095e-35 -0.017269999999999997 -0.053834999999999994 1.0000000180025095e-35 0.092005000000000017 -0.089879999999999974 0.10080500000000002 -0.083394999999999983 0.10113500000000002 0.11635500000000001 -0.086274999999999977 -0.069479999999999986
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 -4 8 13 10 11 14 -13 -8 -10 18 -17 -14 -15 -16
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 17 15 19 16 -18 -19 -20 -21
leaf_value=-0.0011049030091158929 -0.0010329752588477026 -0.00081997712311344506 -0.00055045131247012744 -0.00077601512641746126 -0.00068159194443695675 0.00075110112293403915 -0.00077632527558188773 -0.00059493316876735281 -0.00064455876123081985 0.0011225515339292206 -0.00078020975877852354 0.0011683787072872618 -0.00024684165549999416 4.9074884087937717e-05 0.00046935936500567063 0.00018928924833148654 -0.00064157435375207267 0.00038351720395676434 0.00063731865376339379 -2.4256818198854595e-05
leaf_weight=0.0010144051922049207 0.0011810105659111258 0.001112158992707001 0.0016073984520021669 0.0010899446737397392 0.0011951166156662909 0.0010810055499644857 0.0012245341893777524 0.001518179888886805 0.001214598911873672 0.0010793425452365274 0.001062073349507751 0.0017978579622719626 0.001069734245213283 0.0011242946467050763 0.0010195004065201366 0.001523999294292709 0.0014349673756587286 0.0012458640477896465 0.0010007670932154992 0.001004057130625069
leaf_count=592 332 68 264 90 81 136 279 169 340 192 92 176 44 154 80 429 170 83 64 75
internal_value=0 -0.000133797 -8.84255e-05 -5.19301e-05 -1.47088e-05 2.51251e-05 -1.63383e-05 3.32312e-05 9.35837e-05 0.000249508 0.000137511 0.000270092 0.000562625 -0.000141049 -0.000101516 1.19631e-05 -0.000213643 9.23111e-05 0.0003261 0.000224435
internal_weight=0 0.0245864 0.0234054 0.0222932 0.0212033 0.0200082 0.0189272 0.0173198 0.0158016 0.00949303 0.00841369 0.00735161 0.00411346 0.00630856 0.00323816 0.00508403 0.00295897 0.0023156 0.00212506 0.00202356
internal_count=3910 3318 2986 2918 2828 2747 2611 2347 2178 1082 890 798 303 1096 495 817 599 127 218 155
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=22
num_cat=0
split_feature=1456 133 14 1374 11 132 133 160 133 49 13 13 0 13 4 2 0 0 13 4 4
split_gain=0.000338267 0.00031741 0.000300679 0.000273749 0.000276244 0.000206859 0.000235896 0.00021409 0.000239445 0.000262716 0.0002587 0.000414825 0.00031135 0.000368517 0.000262005 0.000235647 0.00015243 0.000258443 0.000109602 3.93454e-05 4.95614e-06
threshold=-1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 -0.094679999999999986 0.088315000000000018 0.079995000000000011 0.091290000000000024 -0.217635 -1.0000000180025095e-35 -0.085174999999999987 -0.083514999999999992 -0.40944499999999995 -0.053834999999999994 0.10924000000000002 0.26048500000000002 0.092175000000000021 -0.10575999999999998 -0.074514999999999984 -0.10547499999999999 0.0066400000000000009 0.50230500000000011
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 6 7 -5 -9 15 11 -11 14 -14 16 -10 19 -18 -13 -12 -16
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 12 18 13 -15 20 -17 17 -19 -20 -21 -22
leaf_value=-0.00083710186001523972 -0.00065247234827287026 -0.00078622033968538607 -0.00070866643261336011 -0.00055345110378601098 -0.00055325629307692104 0.00068100855591199285 0.00081980847397825009 -0.00040439700967556745 -0.00079279897486699751 -0.00016638181764376807 0.00062543901322470214 0.0013644870884217221 -0.00083954424620964318 0.00031602717272970643 -0.00020396758183168881 0.00014598852531722047 -0.00023412003177605985 0.00075263956893143304 0.00070233615893196429 0.0010446939556612042 -5.4096257026250915e-05
leaf_weight=0.0011081642095348765 0.001080290743583844 0.0010775006445964607 0.0011297868289188431 0.0011302792385926288 0.0012826406642609802 0.0016827704698624121 0.0010635561426169905 0.0017371142610153557 0.0010772187385766881 0.0010190563020612692 0.0010500586976260823 0.0010233557176485691 0.0013623227217011086 0.0011860475552265548 0.0010178570617042637 0.0014294993086401142 0.0011919601164614322 0.0012486068949979562 0.0013089212356340108 0.0010078936323907328 0.0010099566274817048
leaf_count=369 62 519 91 241 123 227 169 842 75 78 55 63 182 38 71 73 227 85 254 29 37
internal_value=0 1.86161e-05 5.4691e-05 9.23363e-05 0.000129196 0.000171799 0.000126374 8.49412e-05 0.000128227 0.000190186 0.000280486 0.000640374 0.000147578 -0.000301725 0.000323019 -0.000257439 0.000526924 0.000270711 0.000992875 0.000830771 -0.000129324
internal_weight=0 0.0251167 0.0240392 0.0229094 0.0218291 0.0205465 0.0188637 0.0178001 0.0166699 0.0149328 0.012426 0.00335133 0.0090747 0.00254837 0.00652633 0.00250672 0.00449852 0.00244057 0.00233228 0.00205795 0.00202781
internal_count=3910 3541 3022 2931 2869 2746 2519 2350 2109 1267 1119 395 724 220 504 148 396 312 317 84 108
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=14
num_cat=0
split_feature=42 376 133 43 16 3 3 43 49 15 4 0 1
split_gain=5.71597e-05 9.26326e-05 0.000124517 0.000126343 0.000136778 0.000127585 0.000123438 0.000101296 9.58736e-05 0.000190586 0.000123787 0.000102053 0.000131728
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087330000000000019 -0.070369999999999988 0.081265000000000018 -0.075954999999999981 -0.100615 0.083940000000000015 -0.073619999999999977 -0.095799999999999982 0.0037100000000000002 -0.10462499999999998 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 8 -5 11 -11 12 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.001407533268385599 0.0016269529905444326 0.0017845026418407527 -0.0022634778359427107 -0.0014590544119284312 -0.0021760903231445665 0.0028262920165993714 -0.0010722769674685526 -0.0018598598012307269 -0.0026828921057679123 0.00075986428979086835 0.003666742072735429 0.0012912767309718135 0.00047796958901987581
leaf_weight=0.0012159456828791547 0.001528050086987004 0.0012969945542998891 0.0010528052499742613 0.0011418674158414372 0.0014729931753789819 0.0012615344759854133 0.0014561805350381089 0.0010972565667248533 0.0012232816933975266 0.0015502045400934187 0.0011037924057531456 0.0010706917895975244 0.0011038641005037819
leaf_count=241 122 197 856 101 298 201 524 296 86 683 111 123 71
internal_value=0 8.33118e-05 -6.31733e-05 0.000102176 -0.000313259 0.00105755 0.000309841 1.7696e-05 0.00030408 0.00063675 0.00196883 -0.000403716 -0.00118356
internal_weight=0 0.0163595 0.0150625 0.0140097 0.00976395 0.00424577 0.00298423 0.00829096 0.0071937 0.00605183 0.002654 0.00339784 0.00232715
internal_count=3910 3669 3472 2616 1769 847 646 1471 1175 1074 794 280 157
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=21
num_cat=0
split_feature=133 1456 14 1374 11 133 3 457 43 1 0 16 457 2 3 0 1 39 1 13
split_gain=0.000283563 0.000304515 0.000294412 0.000265908 0.000215273 0.000213504 0.000197824 0.000170917 0.000145688 0.00014004 0.000242098 0.000266015 0.000207838 0.000200356 0.000588899 0.00025182 0.000243911 0.000149086 0.000151139 6.33325e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.088315000000000018 0.092550000000000007 -0.13309499999999996 0.084715000000000013 0.070805000000000021 1.0000000180025095e-35 -0.084074999999999997 -0.029944999999999996 -0.0034949999999999994 1.0000000180025095e-35 0.090325000000000003 -0.14136999999999997 0.10080500000000002 0.005105000000000001 0.11663000000000003 -0.070604999999999987
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 9 -5 10 -8 -12 -11 16 -15 -16 -14 18 -18 -13
right_child=-2 2 -4 4 -6 -7 7 -9 -10 12 11 19 13 14 15 -17 17 -19 -20 -21
leaf_value=-0.0008098329816358218 -0.00083058428912471266 -0.00066713601649987192 -0.00072288717445420463 0.00093296870873402498 -0.00051468474127701271 0.00086497280907454704 -0.00087321449010825615 0.00062403716199405199 0.00012560980090102136 -0.00046825494550453207 0.00065854862881332596 -4.9087487497230524e-05 -0.00062668628796269904 0.0011972385917683236 -0.00032858475578183082 0.00062006523046211678 0.00038579171685448145 0.00066037251787195365 -0.00044766274469946061 -0.00062002853695832059
leaf_weight=0.0010836070649648004 0.0010483186174642068 0.0010997354921649096 0.001173127039442722 0.0013223728278135482 0.0012094585059880805 0.0011247596085661301 0.0010842635718148006 0.0013734635912843176 0.0010277386900838792 0.0013299388354350858 0.0010698825040163715 0.0010065287924794775 0.00127353632064095 0.001716106756869569 0.0019533941585683223 0.0011503508669887252 0.001088937534490686 0.0011812243515922083 0.001165460672045926 0.0010042326388112607
leaf_count=343 545 62 91 138 123 148 664 151 32 108 311 94 341 183 80 141 64 104 69 118
internal_value=0 2.37483e-05 6.24249e-05 0.000103958 0.000144183 0.000184283 0.000143445 8.08908e-05 0.000579899 3.1237e-05 -0.000219521 1.05526e-05 0.000127414 0.00021055 0.000441098 2.30164e-05 -2.54164e-05 0.000197466 -4.50809e-05 -0.000334232
internal_weight=0 0.0244381 0.0233545 0.0221814 0.0210817 0.0198722 0.0187474 0.0163973 0.00235011 0.0150239 0.00416491 0.00308064 0.0108589 0.00952901 0.00481985 0.00310375 0.00470916 0.00343562 0.0022544 0.00201076
internal_count=3910 3365 3022 2931 2869 2746 2598 2428 170 2277 1187 523 1090 982 404 221 578 237 133 212
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=13
num_cat=0
split_feature=14 457 16 12 157 52 2 16 2 13 15 13
split_gain=6.63254e-05 6.48932e-05 0.000106802 0.000107412 0.000117343 0.000149867 0.000171039 0.000182251 0.000106626 0.000138609 0.000132044 2.4045e-05
threshold=0.054835000000000009 -0.0034949999999999994 -0.50585499999999983 1.0000000180025095e-35 -0.072409999999999988 0.10701500000000001 0.11230000000000001 -0.055679999999999993 0.10362500000000001 -0.083514999999999992 -0.029114999999999999 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 11 -11 -5
right_child=-2 2 3 8 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0015643617320280502 -0.0018448973976917912 0.0019230962565255356 0.0028173194383253612 0.00043391874542215081 0.0021184083224577285 0.0022702336232280993 -0.0029513926482890129 -0.0011573712462982372 -0.0027009573738792322 0.00022974745318388257 -0.0027976210524594618 0.0020246659567170013
leaf_weight=0.0011799681068071039 0.0010073211033735921 0.0017468266392647392 0.0010922773542736408 0.0010119951639640662 0.0016827708128005908 0.0014570834011454759 0.0010971022002348564 0.0019871218910996772 0.0011661372569276192 0.0016095731803465341 0.0014870179982569998 0.0010272105953969234
leaf_count=304 147 226 123 59 144 121 162 218 418 412 1015 561
internal_value=0 9.09327e-05 0.000218051 -6.55736e-07 0.000603059 0.000214473 -0.000413892 0.000344685 -0.00070155 -0.000247563 -0.00122403 0.00123523
internal_weight=0 0.0165451 0.0153651 0.0136183 0.00731636 0.00622408 0.00476699 0.00366989 0.00630193 0.0051358 0.00309659 0.00203921
internal_count=3910 3763 3459 3233 768 645 524 362 2465 2047 1427 620
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=22
num_cat=0
split_feature=51 1 123 50 159 52 38 3 133 3 52 133 0 0 15 0 0 15 15 4 2
split_gain=0.000356989 0.000380313 0.000265021 0.00029375 0.000273563 0.000323514 0.000272791 0.000272919 0.000324889 0.000242066 0.000214303 0.000444565 0.00015948 0.000345682 0.000318676 0.000268141 0.000264591 0.000161585 0.000151167 0.000145374 0.000111435
threshold=-0.40274499999999996 0.14000500000000002 0.091310000000000016 0.10625000000000001 -0.026594999999999997 0.11401500000000002 1.0000000180025095e-35 0.13772500000000001 0.087895000000000015 -0.16059999999999997 -0.092854999999999979 0.065880000000000008 -0.10575999999999998 -0.072864999999999985 -0.07142999999999998 -0.014809999999999999 -0.23129999999999998 1.0000000180025095e-35 -0.11739999999999999 0.05309500000000001 0.089910000000000004
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 20 12 14 19 16 -15 -12 -16 -18 -14 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 15 17 -17 18 -19 -20 -21 -22
leaf_value=-0.00088709016711675543 0.00059528294341698585 0.00074301068782672342 0.00068541924092435668 -0.00084297438877522905 0.00060284581035576846 -0.00072275893207800819 -0.00076777866574319657 0.00055298457827481363 -0.00085682104977531583 -0.00078373290898773294 -0.0007718645762897899 0.00094905812593049099 -0.0011026038665210914 0.00069582934058520958 0.00097965996215022507 -0.00028219688342829901 -0.00030379072538588912 0.00014910826022756786 0.00038005689776165975 -0.00031202909712913494 -0.00012623189089472139
leaf_weight=0.0010003900891811654 0.001467333884211836 0.0015034813166136 0.0011016441928871834 0.0010133586163564188 0.0014108016573253128 0.0015456208343708746 0.001011429837554422 0.001934045184886656 0.001002722712073279 0.0011566475838697557 0.0010711374758525238 0.0010744539454809196 0.0010500224609030157 0.0010152273596352734 0.001070234516646445 0.0015862650372228376 0.0012353416412588247 0.0010011687042066342 0.001690884002707449 0.0010054820105096646 0.0011208166968954547
leaf_count=145 307 157 108 382 145 232 61 82 520 209 28 164 749 94 67 54 66 46 77 67 150
internal_value=0 1.74908e-05 -2.69148e-05 -6.03606e-05 -2.5034e-05 -6.8414e-05 -1.638e-05 2.48671e-05 -3.70691e-05 1.60015e-05 -4.28094e-05 3.7739e-05 -5.35524e-05 -0.000260407 0.000105182 9.9476e-05 -0.000139949 0.00057823 9.13623e-05 -0.000715882 -0.000460155
internal_weight=0 0.0260681 0.0245646 0.023463 0.0224496 0.0209823 0.0194367 0.0184253 0.0164912 0.0154885 0.0140777 0.0118002 0.0107258 0.004657 0.00606877 0.00260149 0.00399736 0.0020714 0.00292623 0.0020555 0.00227746
internal_count=3910 3765 3608 3500 3118 2811 2579 2518 2436 1916 1771 1412 1248 964 284 148 171 113 143 816 359
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=20
num_cat=0
split_feature=1456 133 133 14 42 43 3 474 49 12 52 4 4 4 1 151 1 2 1
split_gain=0.000340095 0.000274698 0.000255869 0.00021198 0.000224469 0.00017221 0.000317274 0.000253292 0.000228013 0.000188201 0.000183294 0.00029626 0.000156658 0.000221886 0.000286962 0.000247193 0.000147121 0.000200577 8.82932e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.092550000000000007 0.077685000000000018 -0.10770999999999999 -0.06705499999999999 -0.075954999999999981 0.084655000000000022 0.10960000000000002 -0.013124999999999998 0.048490000000000012 -0.0025899999999999994 -0.34687499999999999 -0.060264999999999992 0.094695000000000015 -0.0074049999999999993 0.10688500000000002 0.114165 0.10752500000000002
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 9 -7 11 -6 -11 -14 15 -15 -16 -18 -8
right_child=1 -3 -4 -5 5 7 18 -9 -10 12 -12 -13 13 14 16 -17 17 -19 -20
leaf_value=-0.00091776622278380527 -0.00055397116556661196 -0.00080420481495504452 0.00080689069420305582 -0.00070963747552659244 -0.00088304656131550077 -0.00078800731425264156 0.00050101224407690485 0.0007224773014162366 0.00050756242369856389 -0.00067301470374924669 0.00044710903845438497 0.0002410702169666755 0.00058363060105818859 3.2578287474439685e-05 0.0005919841795976288 -0.00098896916284833716 -0.00046012785326511851 0.00046350285471795686 0.0011198201294528305
leaf_weight=0.0010570818516776699 0.0014850508641718703 0.0010138157489903632 0.0011039797979951983 0.0010017230784839506 0.0010653352964543616 0.0011480260760171291 0.0013908597204940172 0.0010942281445860793 0.0014489265055690212 0.0010643008143202933 0.00166680491831879 0.0014087505972871853 0.0013265511098458334 0.001055101977144559 0.0012490233854135502 0.0014622768733531626 0.0014907616461732331 0.0010277017615329398 0.0010446819610623655
leaf_count=369 167 519 153 90 373 128 171 139 112 148 209 104 540 68 76 220 72 93 159
internal_value=0 1.48643e-05 5.17145e-05 1.28113e-05 4.82372e-05 9.5447e-05 0.000305759 -1.63922e-05 -8.81136e-05 -0.000175971 3.48019e-05 -0.000242972 -9.49828e-05 -1.41568e-05 -0.000140332 -0.000560811 0.000140625 -8.32247e-05 0.000766439
internal_weight=0 0.0235479 0.0225341 0.0214301 0.0204284 0.0189433 0.00657643 0.0123669 0.0112727 0.00982374 0.00414089 0.00247409 0.00867572 0.00761142 0.00628487 0.00251738 0.00376749 0.00251846 0.00243554
internal_count=3910 3541 3022 2869 2779 2612 1016 1596 1457 1345 686 477 1217 1069 529 288 241 165 330
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=13
num_cat=0
split_feature=3 1 16 15 15 151 16 0 15 47 3 16
split_gain=5.54722e-05 8.29253e-05 0.000132325 0.000191208 0.000120487 0.000254016 0.000119359 0.00021585 0.000112541 0.000172683 9.16758e-05 7.70041e-05
threshold=-0.15464999999999998 0.094385000000000011 -0.27337499999999998 -0.14487999999999998 -0.0058549999999999991 -0.0074049999999999993 -0.055679999999999993 -0.11524 -0.017214999999999998 0.085165000000000018 -0.069909999999999986 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 -4 9 -8 -6 -12
right_child=1 2 6 -5 10 -7 8 -9 -10 -11 11 -13
leaf_value=0.00094723910394309025 7.6124746844554155e-05 0.00074025671380652009 -6.7758173106877774e-05 -0.002607234406055352 -0.0010049273870164242 -0.0035449681042559319 0.0010921885067298491 0.0035950737949440657 0.0016582078580155114 -0.0023003011529403178 0.0017828212337193264 -0.00035807789623222618
leaf_weight=0.0019862069941819728 0.0015931647913824294 0.0013238416917377579 0.0011666594040597028 0.0012425077600895233 0.0018671552860224589 0.0013394595276478155 0.0010467704546998084 0.0012537694108060997 0.0010950732407066779 0.0012209744139451417 0.0013533933112227017 0.0011823915499003801
leaf_count=259 366 195 83 119 1183 817 157 170 191 128 151 91
internal_value=0 -0.000139916 0.000277778 -0.000880444 -0.000615351 -0.00157779 0.000791746 0.00182957 4.47603e-05 -0.000734359 2.56907e-05 0.000784558
internal_weight=0 0.0156852 0.0083496 0.00256635 0.00733556 0.00293262 0.00578325 0.00242043 0.00336282 0.00226774 0.00440294 0.00253578
internal_count=3910 3651 1043 314 2608 1183 729 253 476 285 1425 242
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=23
num_cat=0
split_feature=51 1456 133 133 40 38 14 160 39 3 48 49 457 0 12 42 51 52 13 15 2 0
split_gain=0.000447891 0.000356563 0.000292584 0.000268345 0.000267412 0.000235081 0.000248692 0.00024072 0.000253068 0.000203243 0.000282248 0.000226507 0.000245428 0.000337411 0.00030898 0.000380176 0.000289663 0.000265769 0.000355121 0.000255971 0.00010266 0.000101476
threshold=-0.40274499999999996 -1.0000000180025095e-35 0.10681500000000001 0.085625000000000021 -0.010334999999999999 0.084445000000000006 0.077685000000000018 -0.217635 0.091910000000000006 0.16699000000000003 0.12675000000000003 0.10581000000000002 -0.0015249999999999997 -0.10575999999999998 0.098355000000000012 0.091230000000000019 0.08955500000000001 -0.087604999999999988 -0.083924999999999986 -0.10981499999999998 0.084145000000000011 -0.082604999999999998
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 -5 6 7 -3 9 10 11 12 -9 16 15 17 19 -15 -19 -14 -21 -20
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 18 21 20 -22 -23
leaf_value=-0.00099653173980838289 -0.00085258637119008508 -0.00055741908954034787 -0.00075458850830406794 0.0012763271974699027 0.00015833002987935836 -0.0007159949435294428 -0.00066672896888091539 -0.00060080991480854847 0.00089423545205563951 0.00083323843070428087 -0.00074451632484316991 0.00083903986257015232 0.00014937234895513973 -0.00074670223690299583 -0.0007617926242805222 0.00088329094659903593 -0.0003072911344500724 0.00079560803706272957 9.1223470032143202e-05 0.0013532126190981546 0.00069572868033727702 -0.00062275345720352708
leaf_weight=0.0011821724561115457 0.0011629058483940682 0.0012576791129843548 0.001090829272650618 0.0010138114367657432 0.0013333329050497405 0.001009045499426652 0.0010934754056027831 0.0012740617435726695 0.0012598203369656022 0.0010462802864906742 0.0010287360229259681 0.0011637889047763647 0.0016012568035221886 0.001323544443407397 0.0014070611878641524 0.0012863930404215657 0.001025571383308943 0.001298838423972294 0.0010020352563590434 0.0011364941897227185 0.0014611934592458908 0.00115182140320316
leaf_count=145 338 219 501 128 367 70 80 87 108 121 52 80 70 229 219 160 22 243 262 27 104 278
internal_value=0 3.56985e-05 7.65847e-05 0.00011409 0.000641231 5.7405e-05 9.48914e-05 0.000137114 0.000184414 0.000132445 8.70739e-05 0.000143609 8.56677e-05 0.000154566 -6.91392e-05 9.1617e-05 0.000474407 -0.000121606 0.000118016 0.000665333 0.000983379 -0.000290591
internal_weight=0 0.026428 0.0252651 0.0241742 0.00234714 0.0218271 0.0208181 0.0197246 0.0184669 0.0172071 0.0161608 0.0151321 0.0139683 0.0126942 0.00746969 0.00606263 0.00522452 0.00477624 0.0034527 0.00419894 0.00259769 0.00215386
internal_count=3910 3765 3427 2926 495 2431 2361 2281 2062 1954 1833 1781 1701 1614 1391 1172 223 1012 783 201 131 540
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=14
num_cat=0
split_feature=14 132 42 376 0 13 4 47 52 1 49 47 4
split_gain=7.08368e-05 6.62758e-05 9.71698e-05 0.000153633 0.000119996 0.000154725 0.000181389 0.000167072 0.000140024 0.000196335 0.000124204 0.000105845 4.87897e-05
threshold=0.056865000000000006 0.080815000000000012 -0.10770999999999999 1.0000000180025095e-35 0.12007500000000002 0.043015000000000005 -0.08422499999999998 0.086425000000000016 -0.072349999999999984 0.087545000000000026 -0.075429999999999983 0.10589000000000001 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 10 -10 -8 -9 -11
right_child=-2 -3 3 -5 -6 -7 7 11 9 12 -12 -13 -14
leaf_value=-0.0021403145468917289 -0.0018725381413279396 0.0015277472184320512 -0.0025592384362209419 0.0026323342678286248 -0.0021313869616014971 0.0021864422869874696 0.0011432034513770468 -0.0031207316872622856 -0.00075574068869552755 0.0037310947962006873 -0.0023382415226877156 -8.5812585251741368e-05 0.0018095997518233567
leaf_weight=0.0010667170159913532 0.0010032341668966263 0.0015081991381345359 0.0014504242188583963 0.0011420044495190204 0.0013620077444302927 0.0016113798780919399 0.0010125894196564289 0.0010538809846969907 0.0012444940160793354 0.0012480313628314976 0.0011050927949227312 0.0013536948368364724 0.0015008272439577634
leaf_count=203 144 355 324 182 133 324 87 143 947 366 314 179 209
internal_value=0 9.21945e-05 -5.07056e-05 0.000107556 -0.000115224 0.000121903 -0.000211806 0.000187881 0.000819096 0.00161065 -0.000673556 -0.0014143 0.00268199
internal_weight=0 0.0166593 0.0151511 0.0140844 0.0129424 0.0115804 0.00996903 0.00851861 0.00611103 0.00399335 0.00211768 0.00240758 0.00274886
internal_count=3910 3766 3411 3208 3026 2893 2569 2245 1923 1522 401 322 575
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=14
num_cat=0
split_feature=484 1 12 52 151 4 15 13 3 43 52 3 42
split_gain=6.53624e-05 7.1948e-05 0.000113776 0.000104485 0.000107588 0.000141895 0.000261956 0.000109707 0.000135107 0.000174551 0.00023786 9.49698e-05 9.6693e-07
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.11262000000000001 -0.084764999999999993 0.24280000000000004 -0.095799999999999982 -0.083514999999999992 -0.078669999999999976 -0.074254999999999988 -0.080899999999999986 -0.011169999999999998 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 12 -10 -11 -7 -9
right_child=1 -3 -4 -5 5 11 7 8 9 10 -12 -13 -14
leaf_value=-0.0016188466733588053 -0.0013360676358873912 0.001635274267980012 -0.0021623743163214724 -0.0015011650229625746 -0.003075480253819418 0.0039010314773167678 0.0021895739075391127 -0.0011158988868470593 0.0035287088933384733 -0.0025606835533116784 0.0022178597896400734 0.00082675853688466154 -0.0014308929634096893
leaf_weight=0.0012226065925784796 0.0016242348406105252 0.0014398686294925444 0.0012035988656290625 0.0017431033015544309 0.0010751885432399898 0.0010146138089912743 0.0019287219188899862 0.001003047519581711 0.0010339819492808586 0.0010267718621400079 0.0011263809969380171 0.0010589302325025004 0.0010069997598848857
leaf_count=612 287 216 117 472 188 131 414 665 87 150 171 124 276
internal_value=0 0.000102692 -4.59528e-05 0.000140774 0.000381307 0.000652793 0.000228468 0.000726983 0.000184202 0.00110367 -6.08794e-05 0.00233104 -0.00127371
internal_weight=0 0.0162854 0.0148456 0.013642 0.0118989 0.0102746 0.00820109 0.0071259 0.00519718 0.00318713 0.00215315 0.00207354 0.00201005
internal_count=3910 3298 3082 2965 2493 2206 1951 1763 1349 408 321 255 941
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=21
num_cat=0
split_feature=1213 1456 133 1374 38 3 48 51 457 0 49 150 1 2 1 2 3 3 16 13
split_gain=0.000358616 0.000334089 0.000279147 0.000304122 0.00027662 0.000398806 0.000284751 0.000246677 0.000291939 0.000369602 0.000329224 0.000283815 0.000285012 0.000191475 0.000275553 0.000244844 0.000165445 0.000121763 7.86146e-05 5.68621e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 0.11463000000000002 -0.0015249999999999997 -0.10575999999999998 -0.084934999999999997 0.082085000000000019 0.11198000000000001 0.08400500000000001 0.10752500000000002 0.088055000000000008 -0.115685 -0.032959999999999996 -0.15168999999999996 0.10924000000000002
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 7 8 -5 11 -11 12 18 14 -12 -15 -17 -18 -10 -16
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 13 -13 -14 15 19 16 17 -19 -20 -21
leaf_value=-0.0011455755802760089 -0.0010165958464061428 -0.000967819049807782 -0.00098702363346117941 -0.00074084928009430801 -0.0007791682394586105 0.00088067628727544545 -0.00081927673613989499 -0.00079437263445884213 0.00021078635367379516 -0.00082981099129551708 -0.00073569031246492719 0.0012366451000930827 0.00090159584235180207 0.0010172604181001433 0.00046471303052221237 0.00056340414159711185 -0.00061648568741839093 0.0001539419892305357 -0.00041426502599581307 -6.4261190319854074e-05
leaf_weight=0.001103600909809435 0.0012353594115555372 0.0010418942438192849 0.0010035395726691451 0.0012109411821115195 0.0013254388765954186 0.0014742362994031718 0.0012776549479489715 0.0010316975381423612 0.0012723712988909064 0.0013786102898918342 0.0016859227126666074 0.0012001670364509831 0.0013699742088250089 0.0010664214773412131 0.0010402192233760002 0.001386652302531482 0.0010426207360054634 0.0014008464899451789 0.0010873790107761771 0.0013745604706514314
leaf_count=592 332 64 439 220 88 152 102 118 77 96 355 93 42 227 123 152 374 150 96 18
internal_value=0 -0.000151197 -0.000106033 -6.70295e-05 -2.36309e-05 2.56994e-05 -4.12524e-05 1.53937e-05 6.59749e-05 0.000129808 -5.30335e-05 0.000514632 0.000282299 6.59889e-05 -0.000206122 0.000293873 9.24603e-05 -0.000174797 -7.72389e-05 0.000163606
internal_weight=0 0.0249065 0.0236711 0.0226676 0.0216257 0.0203003 0.018826 0.0175484 0.0165167 0.0153057 0.0103759 0.00492989 0.00372972 0.00899724 0.0041007 0.00489654 0.00383012 0.00244347 0.00235975 0.00241478
internal_count=3910 3318 2986 2547 2483 2395 2243 2141 2023 1803 1495 308 215 1399 496 903 676 524 173 141
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=13
num_cat=0
split_feature=2 0 40 3 15 0 47 0 16 1 48 14
split_gain=5.76566e-05 0.000116852 0.000102774 0.000145508 0.000124191 0.000128437 0.00011614 0.000113966 0.00010741 9.28798e-05 9.23149e-05 0.000146512
threshold=0.10910500000000002 -0.029849999999999998 -1.0000000180025095e-35 0.10666500000000002 -0.03231499999999999 -0.035699999999999989 0.09252500000000001 -0.10209999999999998 0.15737500000000001 0.076710000000000014 0.12738500000000003 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 6 7 -4 9 -6 11 -2
right_child=1 -3 3 -5 8 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.001999138505330152 -0.0015665605185981243 0.0028670459815686618 -0.00055267886412735466 0.0022042658287632706 -0.0019670970440943845 0.0027995340967711855 -0.0021211061396787805 0.0025481174285626571 -0.0033972978190313493 0.0005067156086201427 -0.0018922085052225312 0.0019682788707798969
leaf_weight=0.001715890511242814 0.0010046377479249746 0.0010478521203926847 0.0016770504032514039 0.0014131247501253394 0.0015775480383515188 0.0010249413281815381 0.0011888077000012246 0.0010925993877002561 0.0010247630524525542 0.0018295528747653972 0.0010061972337371272 0.0018776719891749286
leaf_count=263 87 144 168 105 1074 44 253 483 157 584 82 466
internal_value=0 0.000652761 -0.000300374 -3.11845e-05 -0.0003667 0.000442464 -0.00016784 0.000670555 -0.00127656 -0.000638703 5.60681e-05 0.0007362
internal_weight=0 0.00493636 0.0125443 0.0108284 0.00941526 0.0049834 0.00395846 0.00276965 0.00443186 0.0034071 0.00388851 0.00288231
internal_count=3910 779 3131 2868 2763 948 904 651 1815 1658 635 553
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=21
num_cat=0
split_feature=1213 14 1456 1374 38 160 39 4 457 11 15 51 16 3 151 16 3 43 4 16
split_gain=0.000355036 0.000310932 0.00029114 0.000276548 0.000201706 0.000202719 0.000225517 0.000221929 0.000255545 0.000220153 0.000234734 0.00020473 0.000344453 0.000225807 0.000224534 0.000192403 0.000137646 0.000309548 0.00016343 0.000396944
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.217635 0.090455000000000021 -0.49837999999999999 -0.0034949999999999994 0.087830000000000005 0.099325000000000011 0.077145000000000005 -0.085014999999999993 -0.100615 -0.08373499999999999 -0.035699999999999989 -0.075954999999999981 -0.074254999999999988 0.18622000000000002 -0.014099999999999998
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 -7 -9 10 11 13 -13 15 -15 -10 -16 -18 19 -19
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 12 -14 14 16 -17 17 18 -20 -21
leaf_value=-0.00095133229602752914 -0.00077560235344226115 -0.00079919844872280304 -0.00072160305301980678 -0.00047059641842582257 -0.00047514649990692024 -0.00049672204671902416 0.00081935428561736787 -0.00043487630750980522 0.00029098886273053155 -0.00043087757830401478 -0.00031226201094184107 0.0013271737652008906 9.5376305653418553e-05 -0.00048199484284287993 -0.00015374712397708929 0.0012351117793738869 0.0011594796366024662 -0.00077680942362153742 0.00070505263851637504 0.00052323504412090044
leaf_weight=0.001047422868509589 0.0010603065225157004 0.0011772703234269591 0.001041802005260938 0.0011965491380663542 0.0013297632313000731 0.0012412066564204604 0.0015792889731033486 0.0014475679820082831 0.0011860808581645177 0.001065940112837894 0.0013286831288590326 0.0015110961110125914 0.0010260238566533195 0.0012003906808306661 0.001442037026957747 0.0011390571420317689 0.0011694555024335668 0.001112043085810567 0.0011547123556960581 0.0014652512114713299
leaf_count=592 312 112 66 322 88 136 182 223 82 85 143 89 112 165 733 73 91 98 96 110
internal_value=0 2.37912e-05 6.4677e-05 0.000104035 0.000143866 0.000184484 0.00022559 0.000171973 0.000223055 0.000287403 0.000343148 0.000413341 0.000829029 0.000306477 0.000168696 0.000753503 0.000291828 0.000422918 0.000192111 -3.77042e-05
internal_weight=0 0.0248745 0.0236973 0.0226369 0.0215951 0.0202654 0.0190688 0.0174895 0.0162483 0.0148008 0.0137348 0.0124061 0.00253712 0.00986903 0.00754389 0.00232514 0.0063435 0.00490146 0.00373201 0.00257729
internal_count=3910 3318 3206 2894 2828 2740 2418 2236 2100 1877 1792 1649 201 1448 1293 155 1128 395 304 208
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=19
num_cat=0
split_feature=1456 14 3 11 3 43 2 3 43 42 16 47 16 4 2 2 16 42
split_gain=0.000330389 0.000216666 0.000206269 0.000174203 0.000225256 0.00025765 0.000254432 0.000211244 0.000190246 0.000516714 0.000204191 0.000248794 0.000220907 0.000201965 0.000168041 0.000123563 0.000117456 9.24347e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.088315000000000018 -0.100615 0.083940000000000015 0.10274500000000002 -0.078669999999999976 -0.049504999999999987 -0.094739999999999977 0.22945500000000005 0.09252500000000001 -0.057604999999999996 0.0057500000000000008 0.10137500000000001 0.11339500000000001 -0.013024999999999998 0.078965000000000021
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 17 -6 9 -9 11 12 13 -10 -14 -15 -11 -2
right_child=1 -3 -4 -5 7 -7 -8 8 10 16 -12 -13 14 15 -16 -17 -18 -19
leaf_value=-0.00086123920709334819 0.00061389094517654865 -0.00065992943575360395 0.00074083210594883464 -0.00051697727551860203 -0.00050375322340095075 -0.00022075469524659443 0.0011919495130341608 -0.00065307645848788713 -0.00058526805992283905 0.00096498520933194015 -0.00066891478463412834 -0.00060237188782233094 0.00075666620125339722 0.00040306846315698263 -1.4196676947020139e-05 -0.00024036403625464416 0.00036950383932886767 1.1498212454457681e-05
leaf_weight=0.001036977183752604 0.0011526936142223733 0.0010414969644623176 0.0010196090490686279 0.0013112291172241433 0.0019352231408562648 0.0013483359710448894 0.0010970712057885024 0.0010147817780149504 0.0013867890011186202 0.0013232222875503453 0.0012246306789003578 0.0013501156768284499 0.001732766193899624 0.0016880342672655757 0.001108301012296628 0.001235606315765525 0.0019712964730747165 0.0012906082417338816
leaf_count=369 137 106 161 123 1419 40 100 44 225 276 139 105 118 123 63 52 258 52
internal_value=0 2.99204e-05 6.09022e-05 2.96329e-05 6.39928e-05 0.000354382 0.00057342 -2.48963e-05 4.11286e-05 0.00031155 -7.86839e-05 6.33697e-06 0.000121254 -9.93509e-05 0.000455952 0.000131137 0.000608675 0.000295693
internal_weight=0 0.0242318 0.0231903 0.0221707 0.0208595 0.00488871 0.00354037 0.0159708 0.0140355 0.0043093 0.00972624 0.00850161 0.0071515 0.00431043 0.00284107 0.00292364 0.00329452 0.0024433
internal_count=3910 3541 3435 3274 3151 329 289 2822 1403 578 825 686 581 400 181 175 534 189
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=19
num_cat=0
split_feature=1456 14 1374 133 11 13 2 16 0 3 16 12 0 49 15 15 4 52
split_gain=0.000370789 0.000316394 0.000314695 0.000282655 0.000294758 0.000183191 0.000383439 0.000253072 0.000269193 0.000213887 0.000200103 0.000158193 0.000606125 0.000264536 0.000217111 0.000204762 0.000131126 0.000164764
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.10681500000000001 0.088315000000000018 -0.091229999999999992 0.097940000000000013 -0.41862999999999995 -0.23029999999999998 -0.14539499999999997 -0.10486499999999999 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.035939999999999993 -0.10981499999999998 0.05309500000000001 0.071660000000000015
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 -4 -7 -9 -10 -8 14 13 -13 -11 -15 17 -17
right_child=1 -3 3 -5 -6 7 10 8 9 11 -12 12 -14 15 -16 16 -18 -19
leaf_value=-0.00087354039246686696 -0.00074389448285275988 -0.00074228473394564586 -9.7425818972674043e-05 -0.00067476821311344905 -0.00057099910939607487 -0.00039920195212962006 0.00040019237516512109 0.0008141935851153603 0.0006303518565960786 -0.00013659359838257169 0.0011903360365676688 -0.00046949122104603705 -0.00085933105045713474 -0.00026918775818878503 0.00071036226302395567 -6.9994720747731931e-05 0.00088468553948540022 0.00069244782579610121
leaf_weight=0.0010774354509525087 0.0010395536273692932 0.0011534362904516695 0.001842973150973916 0.0010112336695736945 0.0012481125924388428 0.0019938233491215455 0.0015002394059264734 0.001287929213701129 0.0014665147852426204 0.0012043921887941785 0.0013399165899405929 0.0012472934767017441 0.0017286284295414886 0.0010797714609662315 0.0015017462720215711 0.0013715766548862817 0.0011428493493394337 0.001151252790624141
leaf_count=369 66 106 279 500 123 226 105 41 97 200 106 266 209 75 64 452 94 532
internal_value=0 1.7324e-05 5.51583e-05 9.27136e-05 0.000129484 0.000173508 0.000430435 9.42225e-05 0.000168855 9.89753e-05 0.000772963 2.4243e-05 -8.41142e-05 0.0001395 0.000333417 0.000299567 0.000467101 0.000277934
internal_weight=0 0.0243112 0.0231578 0.0221183 0.021107 0.0198589 0.00468313 0.0151758 0.013182 0.011894 0.00284016 0.0104275 0.00772137 0.00599274 0.00270614 0.00474545 0.00366568 0.00252283
internal_count=3910 3541 3435 3369 2869 2746 490 2256 2030 1989 211 1892 1628 1419 264 1153 1078 984
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=21
num_cat=0
split_feature=51 1 47 133 14 1 133 12 0 16 48 4 4 160 52 3 15 52 43 47
split_gain=0.000372613 0.000339732 0.00032551 0.000358763 0.000291276 0.000230071 0.000286623 0.000274211 0.00026462 0.000308295 0.000208829 0.000190104 0.00029509 0.00040744 0.000291577 0.000194449 0.000163887 0.000163411 0.000137018 0.000102623
threshold=-0.40274499999999996 0.14000500000000002 0.11896000000000002 0.10681500000000001 0.077685000000000018 0.11235500000000002 0.092550000000000007 0.099370000000000014 -0.17106499999999999 -0.10808 -0.064549999999999982 -0.0010999999999999996 0.0057500000000000008 0.088785000000000017 -0.088354999999999989 -0.015794999999999997 -0.03231499999999999 0.084890000000000007 -0.030974999999999996 0.09023500000000001
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 10 -7 -10 -2 14 -13 18 15 -12 -16 -18 -14 -20
right_child=1 -3 -4 -5 -6 8 -8 -9 9 -11 11 12 13 -15 16 -17 17 -19 19 -21
leaf_value=-0.0011244751201968917 0.0005399455596683979 0.00062802967447496806 -0.0010809910572990278 -0.0010550001790572102 -0.00094494551578814493 -0.0003786614229233028 0.00068233802098943903 -0.00088199196676633327 0.0011666465718858134 7.2053647293993683e-05 -0.00010435476788609393 -0.0011510847223328876 -2.5034026147963157e-05 0.00059597354672441907 0.00066720948971436139 -0.0010075339452594667 0.00035941421080582658 -0.0003126338113458954 -0.0010414567538981779 -0.00038681832498312107
leaf_weight=0.0010358332926587712 0.001117382649059361 0.0014066913886904174 0.0010058059717228387 0.0010711892493731534 0.0010106691474799359 0.0010643094929546626 0.0010311201183760684 0.0013656408527642763 0.0012195182191708509 0.0014661691805752377 0.0015699071039342385 0.0011045624091331691 0.0011004624467293445 0.0011700555185985007 0.0014226446838277469 0.0010158414074563577 0.0018862744425355068 0.0018584596689063954 0.0012128507321307325 0.0012666425300817685
leaf_count=145 122 157 102 499 100 46 99 237 122 173 287 169 114 64 230 96 478 516 105 49
internal_value=0 -0.00014023 -0.000185336 -0.000146089 -0.000101596 -6.07592e-05 -0.000139794 -0.000192478 0.000300101 0.000569087 -0.00012853 -0.000183422 -0.000402209 -0.000228067 -1.82099e-05 -0.000459179 0.000202451 2.58861e-05 -0.000497392 -0.000707036
internal_weight=0 0.0253662 0.0239595 0.0229537 0.0218825 0.0208718 0.0171218 0.0160907 0.00375 0.00268569 0.0147251 0.0136077 0.00585457 0.00475001 0.00775313 0.00258575 0.00516738 0.00374473 0.00357996 0.00247949
internal_count=3910 3765 3608 3506 3007 2907 2566 2467 341 295 2230 2108 501 332 1607 383 1224 994 268 154
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=21
num_cat=0
split_feature=1213 1456 133 38 3 48 0 49 0 50 1375 49 2 15 15 43 43 15 52 4
split_gain=0.000341932 0.0003242 0.000319213 0.000264401 0.00036489 0.000268149 0.000191236 0.000286348 0.000596529 0.000183025 0.00019024 0.000395253 0.000674271 0.000364675 0.000474159 0.000318087 0.000231914 0.000234432 0.000128866 6.85293e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.12675000000000003 0.076335000000000014 -0.084934999999999997 -0.10783 0.086465000000000014 -1.0000000180025095e-35 -0.029304999999999998 -0.023524999999999997 -0.017214999999999998 0.079360000000000014 -0.078844999999999985 -0.074254999999999988 -0.16430499999999995 0.024145000000000003 -0.060264999999999992
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 -3 10 -9 -12 -13 15 19 -14 -17 -18 -8 -15
right_child=1 2 -4 -5 -6 -7 18 9 -10 -11 11 12 13 14 -16 16 17 -19 -20 -21
leaf_value=-0.00084515044606635586 -0.00077380872510780102 0.00031097343898314474 -0.00074978142217841802 -0.00060298412768872785 0.00084096040164727845 -0.00056432277336615131 0.00082714735448871895 -0.00036151350112555213 -0.0011214488816144296 -0.0004245360475645577 0.00090834729911548943 -0.00096605215135241662 -0.00056318512910301063 0.00083687103990636499 -3.8278775564691816e-05 0.0008640527299733317 0.00054194678955999027 -0.00034777250518196174 0.00017378634793244156 0.0013791420228152357
leaf_weight=0.0010398531182685333 0.0010747252092292601 0.001313298374943539 0.0010272780311172116 0.0011324407778184878 0.0014989745661516665 0.0013281813240091358 0.0013121069237329577 0.0011924989524422233 0.0012560308640597864 0.0011179148331620101 0.0017660866067737988 0.0010742168050591428 0.0014223835778186967 0.0010297074074928497 0.0013006320539990374 0.001026565891577424 0.0011433387405373413 0.0015279737586923019 0.0013551182868969391 0.0010288293386571199
leaf_count=592 332 73 439 88 156 85 133 120 106 350 159 94 269 79 405 74 99 150 39 68
internal_value=0 2.45817e-05 6.05533e-05 9.70217e-05 0.000133563 8.10558e-05 0.000126489 6.57816e-05 -0.000389274 0.000151561 0.000203033 0.000262506 0.000143116 0.000283631 0.000664107 3.40184e-05 0.000263732 3.3033e-05 0.000495199 0.00110789
internal_weight=0 0.0249283 0.0238536 0.0228263 0.0216939 0.0201949 0.0188667 0.0161995 0.00256933 0.0136301 0.0125122 0.0113197 0.00955365 0.00847943 0.00335917 0.00512026 0.00369788 0.00267131 0.00266723 0.00205854
internal_count=3910 3318 2986 2547 2459 2303 2218 2046 179 1867 1517 1397 1238 1144 552 592 323 249 172 147
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=14
num_cat=0
split_feature=14 11 3 39 13 0 49 0 12 3 52 16 2
split_gain=7.95936e-05 7.7188e-05 0.000113092 8.57695e-05 0.000158286 0.000390166 0.000180223 0.000148841 0.000179136 0.000138553 0.000137568 0.000186848 0.000129653
threshold=0.05884000000000001 0.08776500000000001 -0.13927999999999999 0.005105000000000001 -0.10241499999999999 -0.053834999999999994 -0.084114999999999981 -0.070894999999999986 0.085250000000000006 -0.005644999999999999 0.0033900000000000002 -0.057604999999999996 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -6 8 10 -5 11 -8 -4
right_child=-2 -3 3 9 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0017088627764357096 -0.0018182542860254731 -0.0016797936362492661 -0.00051896171317003179 0.0028181383100020106 -0.002580778192407525 -0.0041556319778483465 -0.001816780814150625 0.002554363983082559 -0.0025748318036851151 -0.00018917262935318739 0.0020869412682583267 0.0012778048433384332 0.0025401603626978076
leaf_weight=0.0018070338099509487 0.0010039504945402447 0.0010071765118357936 0.00102847483709904 0.0010873557770612182 0.0010985891687075059 0.0011737896827165315 0.0017209705416865242 0.0010158979307455492 0.0010502866162417661 0.0016040541456286278 0.0014211458901008042 0.001585923119446526 0.0013624103777484797
leaf_count=164 141 139 106 239 124 260 143 263 1524 188 205 279 135
internal_value=0 6.64579e-05 0.000176685 -1.89974e-05 -0.000264427 -0.00065699 -0.000136685 0.000258511 -0.000145127 0.00102581 0.000394608 -0.000332677 0.00122423
internal_weight=0 0.0169631 0.0159559 0.0141489 0.0114575 0.0090666 0.00789281 0.00679422 0.00577833 0.00269141 0.00472804 0.00330689 0.00239089
internal_count=3910 3769 3630 3466 3039 2798 2538 2414 2151 427 627 422 241
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=15
num_cat=0
split_feature=484 160 4 4 133 42 12 49 16 4 3 12 0 16
split_gain=5.81432e-05 7.93259e-05 9.24877e-05 0.00015209 0.00014591 0.000116401 0.000154679 0.000168137 0.000188348 0.000198846 0.000129777 0.000121557 8.62605e-05 6.3504e-05
threshold=-0.0043499999999999988 -0.098319999999999991 -0.49837999999999999 -0.14301 -0.0023199999999999996 0.088115000000000013 -0.023959999999999995 -0.084114999999999981 -0.52908499999999992 0.17888000000000001 0.090325000000000003 0.093225000000000016 0.048950000000000007 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 -5 6 -6 -8 -9 10 13 -7 -4 -10
right_child=1 2 3 4 5 11 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0015935295740610723 -0.0016767734319910652 -0.0019181561509955495 0.00051370703828945306 -0.0023259235895481145 -0.0024178500894164612 0.0036415276438223347 -0.002330179210994958 -0.0019328496792224131 0.00078092144852798912 0.0042063825588275188 0.0022645517633223034 0.00013903053868289316 0.0034328553776341209 -0.0018079730435699459
leaf_weight=0.0012515951899992042 0.0013247475137583417 0.0010425322261384791 0.0010086861289419881 0.0012890742815279835 0.0013161366464250653 0.0010873605771870966 0.0010867822057933916 0.0010959062465092408 0.0010225752609596996 0.0011524739584310162 0.0015932310511584946 0.0011255716819413009 0.0012845259276730303 0.0010952983062191201
leaf_count=612 497 137 100 862 206 322 91 69 253 77 73 258 77 276
internal_value=0 7.65944e-05 0.000229407 0.000387548 4.71153e-05 0.000336375 -6.68299e-05 0.000372305 0.000865135 0.0014956 0.000653777 0.00186004 0.00214885 -0.000557974
internal_weight=0 0.0165249 0.0152002 0.0141576 0.0118644 0.0105753 0.0083624 0.00704627 0.00595948 0.00486358 0.0037111 0.00221293 0.00229321 0.00211787
internal_count=3910 3298 2801 2664 2487 1625 1045 839 748 679 602 580 177 529
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=19
num_cat=0
split_feature=1456 133 1374 38 3 457 151 41 15 151 12 3 13 3 3 39 160 2
split_gain=0.000269678 0.000277033 0.000272306 0.000244345 0.000355891 0.000236241 0.000279495 0.000234737 0.000302664 0.000194269 0.000175171 0.000380983 0.000164344 0.000277971 0.000164778 0.0001592 0.000133612 0.000169009
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.084715000000000013 -0.0080899999999999982 0.078535000000000008 0.084050000000000014 -0.085824999999999985 1.0000000180025095e-35 -0.074234999999999982 0.049070000000000009 -0.10140999999999999 -0.078669999999999976 0.084535000000000013 -1.0000000180025095e-35 0.106035
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 9 8 10 -4 15 12 13 -12 -15 16 -8 -18
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19
leaf_value=-0.00075069759226469913 -0.00068193435208376506 -0.00071461975187987173 -9.7564951767579289e-05 -0.00056364984557456105 0.00079769190348479891 0.00056097114175573048 -4.3321337766592867e-05 -0.00056098568850457807 -0.00039843922348075078 -0.00086931791383323617 0.00098600927388978318 -0.00065236258625995809 -0.00015448211267535253 -0.00030918758902421346 0.00050980054769624136 0.00086440193833144292 0.0001702548575873096 0.00085508091623454107
leaf_weight=0.0010234998483534532 0.0010450442947789176 0.001064456554536553 0.0017528200098704469 0.0011906843721659057 0.0015044293180305609 0.0018347543046757222 0.0017342013820718094 0.0010869964515950467 0.0019051703167471965 0.0011442545032862841 0.0011892543564053729 0.0012885261421062746 0.0015298042939437817 0.001035009116424469 0.0010508454990808599 0.0012478192253902324 0.0018031888499603346 0.0013283959663121236
leaf_count=369 64 519 205 91 152 178 107 128 807 172 48 158 148 378 113 154 76 43
internal_value=0 1.24526e-05 4.51479e-05 7.873e-05 0.000114412 6.28374e-05 1.23324e-05 9.13801e-05 0.000141629 -0.000402383 0.000225918 5.11061e-05 0.000239754 0.000423902 0.000103415 0.000400153 0.000281097 0.000460753
internal_weight=0 0.0247357 0.0236712 0.0226262 0.0214355 0.019931 0.0180963 0.0151992 0.0141122 0.00289707 0.012207 0.00609344 0.00480491 0.00327511 0.00208585 0.00611361 0.00486579 0.00313158
internal_count=3910 3541 3022 2958 2867 2715 2537 2160 2032 377 1225 845 687 539 491 380 226 119
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=21
num_cat=0
split_feature=133 1456 14 4 1 157 133 12 3 2 43 14 15 40 47 3 0 0 48 13
split_gain=0.000303228 0.000308049 0.000243538 0.000222198 0.000288213 0.000294696 0.000265268 0.000219966 0.000333366 0.000201223 0.000204001 0.000186721 0.000318403 0.00022771 0.000350955 0.000631288 0.000218032 0.000280933 0.000257026 0.000106272
threshold=0.10681500000000001 -1.0000000180025095e-35 0.077685000000000018 -0.076854999999999993 1.0000000180025095e-35 -0.062769999999999979 0.065880000000000008 0.080120000000000011 -0.013944999999999997 0.10066500000000002 -0.078644999999999979 -0.13131999999999996 -0.14868999999999996 0.028705000000000001 0.09252500000000001 -0.073984999999999981 -0.090939999999999979 -0.15137999999999999 0.086285000000000014 -0.017604999999999999
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 6 9 -6 7 8 -3 10 -5 -7 -13 14 16 -16 17 18 -14 -9
right_child=-2 2 -4 4 5 11 -8 19 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00085822007383715702 -0.00088150454153826862 0.0011413382701078135 -0.00068070382698662388 -0.00066690726522775795 0.00083961856732406943 -0.00046980371701978895 0.00098551055305788138 -0.0005927120891636384 -6.3204342233347564e-05 -0.00099334678582197562 0.00033301905933542323 0.00086654506783254842 0.00060886913576817128 0.00069936963991918376 0.00037876898496403484 -0.0012909455879057867 -0.00056080662968468185 0.00082590757619599247 -0.0004067416326449261 0.00014549951718041001
leaf_weight=0.0010480885714228933 0.0010647781025247228 0.001160114497308129 0.0011666452484098691 0.0010578531609934296 0.0013043307310697258 0.001793540858444396 0.0013966754014021754 0.0010457436265370254 0.0013247607856041654 0.0011553663122341601 0.0011423002443541061 0.0012893067903088076 0.0010748458335871902 0.0010892410269889288 0.0010323152715783213 0.0014883254160353576 0.0010004184287968109 0.0016459826507662636 0.0017843079407597884 0.0010540666209353788
leaf_count=343 545 35 91 371 166 102 81 262 119 263 269 203 58 21 72 79 246 125 47 412
internal_value=0 1.24622e-05 5.04755e-05 8.78242e-05 -8.56979e-06 9.83729e-05 0.000359505 0.0001688 0.000499161 -0.000438907 -0.000147754 1.91134e-05 0.000103392 -4.55048e-06 -0.00010008 -0.000607123 0.000132062 0.000285922 -2.49416e-05 -0.000222143
internal_weight=0 0.0250542 0.0240061 0.0228395 0.0168581 0.0135026 0.00598136 0.00458469 0.00248488 0.00335552 0.00220015 0.0121983 0.0104047 0.00911544 0.0080262 0.00252064 0.00550555 0.00450514 0.00285915 0.00209981
internal_count=3910 3365 3022 2931 2022 1119 909 828 154 903 640 953 851 648 627 151 476 230 105 674
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=14
num_cat=0
split_feature=14 1 48 11 43 48 52 4 0 15 13 2 0
split_gain=6.05931e-05 6.40639e-05 9.78333e-05 0.000154469 0.000115043 0.000121589 0.000182365 0.000178912 0.000146312 0.000119747 0.000104398 9.29014e-05 7.29067e-05
threshold=0.05884000000000001 0.12730000000000002 -0.064549999999999982 0.081005000000000008 -0.083899999999999988 0.097140000000000018 -0.094124999999999986 -0.0010999999999999996 -0.087899999999999992 -0.10071499999999999 0.17936000000000002 0.087005000000000013 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 -6 8 -8 -9 11 -4 -3
right_child=-2 12 3 -5 5 -7 7 9 -10 -11 -12 -13 -14
leaf_value=0.0018245038710592303 -0.0016479542051107321 0.0022405791820627944 0.0033928431801611412 -0.0028143307209697078 -0.0034410597045664683 0.0012345165744651228 0.002554053431256989 -0.0001397847850840211 -0.00047056637951376623 -0.0026397103530030903 -0.00074605501118128845 0.0005916767890669257 -0.00013102802613991959
leaf_weight=0.0011079003799781837 0.0010064722362972947 0.0012243931632100356 0.0010028852258752033 0.0010085263985164525 0.0010382835205264614 0.0016221239586676102 0.0012848214555794884 0.0017097606830420373 0.0017028892427365808 0.0018019888780138622 0.0010172492056236895 0.001179973563165515 0.0011518972331993754
leaf_count=171 141 189 251 160 298 188 236 223 1054 339 137 374 149
internal_value=0 6.12085e-05 -0.000107823 -0.000267963 -6.01888e-05 -0.000446055 -0.000807714 -0.000387039 0.000830127 -0.00142258 0.0010443 0.00187864 0.00109095
internal_weight=0 0.0168527 0.0144764 0.0133685 0.01236 0.00915987 0.00753774 0.00649946 0.00298771 0.00351175 0.00320011 0.00218286 0.00237629
internal_count=3910 3769 3431 3260 3100 2338 2150 1852 1290 562 762 625 338
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=14
num_cat=0
split_feature=4 15 16 2 2 16 15 0 13 16 4 4 15
split_gain=5.74131e-05 8.67997e-05 0.000107715 0.00012069 0.000157464 0.000173824 0.00016835 0.000133497 0.000171327 0.000135579 0.000111363 6.57292e-05 6.25849e-05
threshold=0.28937500000000005 -0.11739999999999999 -0.38486499999999996 0.10910500000000002 0.10113500000000002 -0.114825 0.024640000000000006 -0.06402999999999999 -0.075169999999999987 0.26760500000000004 -0.0010999999999999996 -0.071454999999999991 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -9 -10 -5 -2
right_child=12 2 3 11 -6 6 -8 9 10 -11 -12 -13 -14
leaf_value=-0.0019465760480591292 -0.00010417773521644892 -0.0021176888354513326 0.0024304323702195362 0.0026582400944612501 -0.0025304154702088222 -0.0029691842264085015 -0.0028287083581501385 0.0029808666808775939 0.0015639179649002903 -0.00013162694938136926 -0.0011573747083736177 0.00044807393262679004 0.0018265754462219576
leaf_weight=0.001207528783604952 0.0016289154225946553 0.0010647066910648697 0.0012585512335884733 0.0011356472270835916 0.0011790657106858409 0.0010775793888595231 0.0010294861809931836 0.0011937437887089529 0.0013873210134660308 0.0013834625124715672 0.0013670708594300252 0.0013467676997354619 0.0014557012969391566
leaf_count=281 209 142 170 107 214 476 1211 110 196 98 154 325 217
internal_value=0 -0.000208846 -5.25247e-05 0.00012539 -0.000209858 0.000104736 -0.00028875 0.000119235 -0.000681657 0.00131006 0.000213275 0.00145917 0.000806989
internal_weight=0 0.0146309 0.0134234 0.0123587 0.00987628 0.00869721 0.00743866 0.00640918 0.00383197 0.00257721 0.00275439 0.00248241 0.00308462
internal_count=3910 3484 3203 3061 2629 2415 2245 1034 826 208 350 432 426
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 38 160 124 151 457 124 133 49 43 13 48 147 47 16 159 3
split_gain=0.000352974 0.000303655 0.000269021 0.000271669 0.000239702 0.000263314 0.000208168 0.000205089 0.000200892 0.00028414 0.000201234 0.00024578 0.000223928 0.000160599 0.000131418 0.000136465 0.000266788 0.000202259 8.37935e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.084445000000000006 -0.217635 -0.048219999999999992 -0.090394999999999989 0.081330000000000013 0.10385500000000002 0.084760000000000016 0.088595000000000021 -0.074254999999999988 0.16421000000000002 0.085845000000000019 0.087170000000000011 0.083310000000000009 -0.095109999999999986 0.086140000000000008 -0.078669999999999976
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 11 12 18 14 15 16 -13 -18 -8
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00079351908681219287 -0.00069175879101747711 -0.00062776352056071903 -0.00044561801060305674 -0.00054378014865977969 0.00064524807416739365 -0.00040520724598826148 0.00031484039571282073 0.0006402987478116342 0.00070009354930702515 -0.00052221794490725569 0.00058842546778566118 0.00068035214583627888 -0.00011511619611553215 -0.0005454879624099434 -0.00041455733313964371 -0.00034500507127027485 -0.00030865307838541419 0.00043218450730920382 0.00081827225508845133
leaf_weight=0.0010232857401625923 0.0010546371802652782 0.0010230903267431915 0.0012953456375597921 0.0012009631067904083 0.001934787895020571 0.0013543647093826943 0.0011373198230435477 0.001491496257049584 0.0010082217490817455 0.0013973411700073666 0.0015803734895990353 0.0014728966782375829 0.0012775233761558313 0.0011552225442436753 0.0011433545461696504 0.0010632336910924578 0.0018734096337863857 0.0011038100473301782 0.0013783077174486869
leaf_count=592 332 68 338 82 253 174 174 118 38 626 164 121 61 102 39 55 440 75 58
internal_value=0 2.91579e-05 6.09817e-05 9.17955e-05 0.000127024 0.000163436 0.000112874 0.00015395 0.000107424 6.64478e-05 0.000128832 6.6245e-05 0.000352963 -7.29734e-05 9.02809e-06 9.68709e-05 0.000202445 -3.39861e-05 0.00059067
internal_weight=0 0.0249457 0.0238911 0.022868 0.021667 0.0203717 0.0184369 0.0170825 0.015591 0.0145828 0.0131855 0.0116051 0.00379315 0.00781193 0.0066567 0.00551335 0.00445012 0.00297722 0.00251563
internal_count=3910 3318 2986 2918 2836 2498 2245 2071 1953 1915 1289 1125 293 832 730 691 636 515 232
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=13
num_cat=0
split_feature=484 48 0 4 0 48 42 12 159 39 12 12
split_gain=5.43124e-05 7.45458e-05 0.000157591 0.000119977 0.000203746 0.000151282 0.000153764 0.000145579 0.000138692 0.000110871 0.000119628 9.42973e-05
threshold=-0.0043499999999999988 0.12675000000000003 -0.23029999999999998 0.28937500000000005 -0.15007499999999999 0.086870000000000017 0.084100000000000022 0.090385000000000007 0.073745000000000019 0.005105000000000001 0.08401500000000002 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 10 -6 -12
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0013033696809017104 0.0019549008135847298 -0.0016136914062955577 -0.0028692838928575234 0.0014143109056372156 -0.0023532573197743525 0.00168176493245176 -0.0033874143577068915 -0.00043241549739251564 0.0021524531108207318 0.0012657213092449355 0.0014741081283399138 -0.0012802700034746091
leaf_weight=0.0012591870437646075 0.0017974141242564903 0.0010030895028415579 0.0011312712901980762 0.0019411715057277663 0.0013580202010369455 0.0017649013811113111 0.0011086026986069017 0.0017445797178137004 0.0012043634727693028 0.0013613021058620084 0.0010083899618005994 0.001013076463373206
leaf_count=612 99 110 120 334 180 335 543 486 216 67 595 213
internal_value=0 7.07037e-05 0.000180183 -5.37554e-05 -0.00029744 -2.20077e-05 -0.000363776 -0.00158058 0.000220189 -0.000270689 -0.000889575 9.37262e-05
internal_weight=0 0.0164362 0.0154331 0.0136357 0.0116945 0.0105632 0.00879833 0.00285318 0.00594515 0.00474079 0.00337949 0.00202147
internal_count=3910 3298 3188 3089 2755 2635 2300 1029 1271 1055 988 808
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=13
num_cat=0
split_feature=1 3 2 2 0 43 15 4 1 3 12 16
split_gain=5.58793e-05 0.000127456 0.000158528 0.000214736 0.000150308 0.000259919 8.13046e-05 0.000125951 0.000122554 9.15615e-05 0.00014392 2.9149e-05
threshold=0.094385000000000011 -0.115685 0.10393500000000001 0.097775000000000015 -0.22384499999999996 -0.083899999999999988 0.035895000000000003 0.053925000000000008 0.11215000000000001 0.10856000000000002 0.092475000000000016 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -6 7 8 -2 10 -9 -1
right_child=6 2 -4 -5 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.00016393598699891273 0.0027703094157585629 0.00089928425678054429 -0.0032895577162750178 0.0022091810848137959 0.00031307736381931835 -0.0036736858195137679 -0.0012437337952347083 0.0021596702993520113 -8.7144694207064288e-05 -0.0012554111282844767 -0.00064481650476801123 0.0016653682071526817
leaf_weight=0.0011192882323704531 0.0017718843101218046 0.001153428341544859 0.0010264701590855657 0.0010710083945255008 0.0012799262237532007 0.0016442645286278493 0.0012401782524815727 0.0014633913976483844 0.0010532222617150311 0.0017789768999293618 0.0017908351667534905 0.0011576359897016442
leaf_count=147 285 81 342 146 497 1420 201 247 154 170 138 82
internal_value=0 -0.000414307 -0.000908992 -0.000434384 -0.00112873 -0.00192867 0.000334865 0.000583996 0.00170503 -4.52325e-05 0.000616332 0.000927296
internal_weight=0 0.00845202 0.0061751 0.00514863 0.00407762 0.00292419 0.00909849 0.00785831 0.00282511 0.0050332 0.00325423 0.00227692
internal_count=3910 2715 2486 2144 1998 1917 1195 994 439 555 385 229
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=19
num_cat=0
split_feature=14 1456 38 124 124 133 42 160 156 160 457 11 12 4 160 16 16 3
split_gain=0.000266404 0.00026081 0.000238467 0.000231942 0.000149284 0.000286955 0.000281934 0.000223824 0.000171227 0.00019211 0.000277933 0.000245268 0.000226592 0.000268974 0.000238854 0.000218666 0.00025543 0.000125784
threshold=0.077685000000000018 -1.0000000180025095e-35 0.084445000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 -1.0000000180025095e-35 -0.11175999999999998 0.091280000000000014 0.090735000000000024 -0.0034949999999999994 0.079225000000000004 0.098595000000000016 -0.084009999999999987 0.031805000000000007 -0.15168999999999996 -0.00083999999999999993 -0.100615
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 -5 -8 9 10 -9 12 13 17 15 -15 -17 -12
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=-0.00079877188111571575 -0.00078779889130016002 0.00062893152655724583 -0.00066240110906250714 -0.00064154568884053462 0.00060352683391853585 -0.00079964650964730699 -0.00061126366227908175 -0.00051244370846931025 -0.00041634874436321764 -0.00025946114398120478 0.0014794971219816303 -0.00034706806088032998 -0.00011878465122671603 0.00070175661050275501 0.001006273734120417 -0.00048391608517809329 0.00050931309822395908 0.0006783270385086321
leaf_weight=0.0010106879823542176 0.0011629181179748085 0.0019725041849451034 0.001187738814704852 0.001434358063336103 0.0011816911920890438 0.001128245278485005 0.0010552664571757261 0.0010208480263530851 0.0012233942704089904 0.0018924162789727148 0.0010644997168598458 0.0011037437637941858 0.0014782544337264012 0.0015921030031166641 0.001335606801742717 0.0016238343273026305 0.0012211400110333599 0.001045714818015628
leaf_count=349 126 270 84 711 48 572 246 148 212 164 34 101 104 113 42 413 121 52
internal_value=0 1.66184e-05 5.31457e-05 9.29089e-05 3.84117e-05 1.75893e-06 5.46624e-05 0.000118444 0.00017118 0.000224908 0.000304714 0.000384427 0.000470675 0.000581215 0.000397977 0.000214874 -5.75952e-05 0.00108248
internal_weight=0 0.023572 0.0225614 0.0213736 0.0194011 0.0182194 0.0170912 0.0156568 0.0146016 0.0133782 0.0114857 0.0104649 0.00936115 0.0078829 0.00577268 0.00443708 0.00284497 0.00211021
internal_count=3910 3784 3435 3351 3081 3033 2461 1750 1504 1292 1128 980 879 775 689 647 534 86
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=13
num_cat=0
split_feature=41 42 43 4 15 0 15 160 3 2 0 3
split_gain=6.08972e-05 8.87775e-05 0.000117584 0.000123995 7.08207e-05 7.33923e-05 0.000137625 0.000150326 0.000164616 0.000151646 0.00011615 6.28032e-05
threshold=0.078150000000000011 -0.10770999999999999 -0.083899999999999988 -0.068329999999999988 0.079360000000000014 0.0059850000000000016 -0.0089749999999999986 -1.0000000180025095e-35 -0.074234999999999982 0.090695000000000012 -0.23129999999999998 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -9 -10 -11 -7
right_child=-2 2 4 -5 -6 11 -8 8 9 10 -12 -13
leaf_value=-0.0017487101905739584 -0.001428665957317902 0.0028822472545381268 -0.0017678112144905607 0.00021922623701624375 -0.0015627196672313866 -0.0019777391250382493 0.0019819678387852546 0.0027375038053557748 -0.0016668516030445243 -0.00079620699168513097 0.002066991266832548 0.00012086503696845102
leaf_weight=0.0010502735768541929 0.0012157428594969091 0.0012892700383442396 0.0016391703214214707 0.0017348501066533949 0.0012227541133804235 0.0011910730260291658 0.0017748574811622189 0.0010903468345926769 0.0016022497181358499 0.0010117470665056429 0.0014703064449644631 0.0012221949062551614
leaf_count=216 201 239 486 517 1064 123 161 288 163 63 262 127
internal_value=0 8.02864e-05 0.00020626 0.00135455 -7.78015e-05 8.7232e-05 0.000368815 -5.13775e-05 0.000492336 -0.000107035 0.00089988 -0.000914905
internal_weight=0 0.0162991 0.0152488 0.00302412 0.0122247 0.0110019 0.00858868 0.00681382 0.00517465 0.0040843 0.00248205 0.00241327
internal_count=3910 3709 3493 756 2737 1673 1423 1262 776 488 325 250
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=19
num_cat=0
split_feature=1456 133 38 3 48 50 42 43 47 1 48 42 133 49 16 1 1 16
split_gain=0.000309941 0.000291931 0.000201696 0.000393156 0.000236876 0.000199168 0.000186677 0.000206097 0.000235529 0.000360461 0.000243204 0.000213224 0.000191323 0.00017051 0.000151765 0.00013839 0.000280094 7.73613e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.12649500000000002 0.086465000000000014 -0.10770999999999999 -0.26007999999999992 0.10887000000000001 0.10305000000000002 -1.0000000180025095e-35 0.087065000000000017 0.083815000000000014 -0.085974999999999982 -1.0000000180025095e-35 0.09112000000000002 1.0000000180025095e-35 -0.089864999999999987
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 11 -11 12 13 -9 -12 16 -15 -18
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 14 -13 -14 15 -16 -17 17 -19
leaf_value=-0.0009341395349710623 -0.00044444960727862233 -0.00086768198796947818 -0.00064344868484290149 0.00095307566140733521 -0.00067710831936511448 -0.00055319112939778846 0.00079920508108506975 -0.00065190334280235639 -0.00059216659095804778 5.6745965233517898e-06 0.0011570568204125364 -0.00060232133599019569 0.00068764389169960808 -0.00023556870441916698 0.00034915620200257606 -0.00038807849985448032 0.001002969150551656 0.00036758821565961827
leaf_weight=0.0010327154463277448 0.0015008776775104577 0.0010307259973681279 0.0011260710386787323 0.0014597754686023886 0.0012725024552364675 0.0013310961354914023 0.0014486792396914928 0.0010258513567167893 0.0012252393963555598 0.0013928045477668571 0.0019109794277039471 0.0014534535331476583 0.001374948703918466 0.0018253549050577106 0.0010496357764025457 0.0012520981972716783 0.001049738372193687 0.00119282208163074
leaf_count=369 150 519 91 156 88 442 44 48 89 70 221 479 188 538 165 97 37 119
internal_value=0 2.09744e-05 6.09868e-05 9.74312e-05 3.59202e-05 8.35902e-05 0.000131471 0.000184823 0.000124493 0.000189403 0.000593901 -2.54116e-06 0.000110368 -1.47091e-05 0.000870629 0.00010816 0.000260902 0.000665009
internal_weight=0 0.0239227 0.0228919 0.0217659 0.0203061 0.0190336 0.0177025 0.0162016 0.0147529 0.0135277 0.00435342 0.00917427 0.00772081 0.00634586 0.00296062 0.00532001 0.00406792 0.00224256
internal_count=3910 3541 3022 2931 2775 2687 2245 2095 2051 1962 456 1506 1027 839 386 791 694 156
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=13
num_cat=0
split_feature=15 11 16 3 16 1 0 16 15 457 43 0
split_gain=6.03776e-05 9.80432e-05 9.09579e-05 9.01543e-05 8.15047e-05 0.000117217 0.000158861 0.000168427 0.000143299 0.000167323 0.000106898 0.000105063
threshold=-0.24219999999999997 0.079700000000000007 -0.23935499999999996 -0.13927999999999999 -0.38486499999999996 0.094385000000000011 -0.099864999999999995 -0.071319999999999981 -0.0071449999999999994 0.082870000000000013 -0.079109999999999986 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 8 7 -7 9 -6 -8 -10
right_child=1 -3 -4 4 5 6 10 -9 11 -11 -12 -13
leaf_value=0.0025229834394117725 0.0016012025387756464 -0.0022974742120219168 -0.0004289501643654113 -0.0017340432660440843 -0.0037176459955801798 0.00044914814070858673 -0.0019983533301759439 0.0043189656710211789 0.0013506078247715809 7.3680965994548837e-05 0.00088158557474738927 -0.0010951472567128512
leaf_weight=0.0011167931552072325 0.0015614497655189732 0.0010532464671160211 0.0010390023120794328 0.0016156836459259886 0.0013488275440363419 0.0013073848260436449 0.0011890213173876424 0.001042290513233457 0.0019606084537748428 0.0010815423221004483 0.0015068205333841345 0.0016832660113839928
leaf_count=192 127 219 125 246 915 73 152 101 1246 121 289 104
internal_value=0 -0.000183082 0.00110028 -2.7315e-05 -0.000226982 -8.00847e-06 0.000800935 0.00216576 -0.00067995 -0.00203046 -0.000388633 0.000220806
internal_weight=0 0.0153501 0.0021558 0.0142969 0.0127354 0.0111198 0.00504552 0.00234968 0.00607424 0.00243037 0.00269584 0.00364387
internal_count=3910 3593 317 3374 3247 3001 615 174 2386 1036 441 1350
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=19
num_cat=0
split_feature=1456 133 38 3 160 41 15 457 1374 15 0 43 16 43 0 42 15 0
split_gain=0.000373683 0.000331634 0.000181191 0.000322246 0.000201918 0.000229942 0.00022908 0.000322597 0.000205933 0.00022664 0.000298499 0.000184865 0.000213068 0.000313589 0.000191134 0.000214448 0.000136091 0.000116283
threshold=-1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 -0.217635 0.075585000000000013 0.084050000000000014 -0.0015249999999999997 -0.049459999999999997 -0.11739999999999999 -0.10575999999999998 0.0050750000000000005 -0.055679999999999993 -0.073139999999999983 -0.017269999999999997 0.089015000000000025 -0.091024999999999981 -0.11756999999999999
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 -6 -9 17 16 12 -12 14 15 -14 -11 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00095915397448954865 -0.0006092299176299542 -0.00087456813977840363 -0.00059451969364165351 0.00087544317334543387 -0.00058442715028804416 -0.00052577323881104147 -0.00037615063812027999 -0.00040158910715003612 -0.00035359577387895149 0.0013808389170626072 0.00072615532112730371 0.00081561258484215578 -0.00046335189673908054 -0.00074178405182247751 0.00080588566647061979 0.00054099586053290476 0.00061237125755058948 0.00028427341953583222
leaf_weight=0.0010640958347657185 0.0011565182618802064 0.0010318262272066966 0.0010326963981368001 0.0013817417997796918 0.0012428681422707111 0.0014714352519522569 0.0019768931104761764 0.0010791722526590783 0.0015909333132294312 0.0011144228537960377 0.001422342064458266 0.0014976086291655158 0.0012980553965927745 0.0011512248241349271 0.0011151280660606239 0.001023531477908346 0.001399240423618049 0.0014896993521853466
leaf_count=369 294 519 91 156 214 152 751 65 91 56 201 90 165 241 50 114 82 209
internal_value=0 3.49133e-05 7.67262e-05 0.000109102 5.62346e-05 9.70145e-05 0.000149677 0.000217072 0.000287316 0.000344058 0.000463698 0.000299856 0.000171342 -6.59256e-07 0.000247601 -2.05593e-05 0.000953068 -4.51418e-05
internal_weight=0 0.0234753 0.0224435 0.0214108 0.0200291 0.0188726 0.0174011 0.0154242 0.0141814 0.0131022 0.0100216 0.00750789 0.00601028 0.00458794 0.00343671 0.00232159 0.00251366 0.00308063
internal_count=3910 3541 3022 2931 2775 2481 2329 1578 1364 1299 999 861 771 570 329 279 138 300
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=22
num_cat=0
split_feature=31 1456 1374 124 133 14 38 124 457 13 3 0 3 43 3 4 42 4 16 4 13
split_gain=0.000340065 0.000253166 0.000206448 0.000219853 0.000269519 0.00020533 0.000185108 0.00026371 0.000225369 0.00024514 0.000252028 0.000457254 0.000230222 0.000247301 0.000348573 0.000353963 0.000197524 0.000179358 0.000109465 7.89253e-05 7.02894e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.11158000000000001 0.10064500000000001 0.077685000000000018 1.0000000180025095e-35 -0.073304999999999995 0.084715000000000013 -0.10241499999999999 -0.100615 -0.053834999999999994 -0.078669999999999976 -0.074254999999999988 0.086245000000000016 0.070230000000000015 0.083815000000000014 -0.15796999999999997 -0.05189499999999999 0.50230500000000011 -0.39373999999999992
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 -4 9 16 17 12 -12 -14 -15 -16 20 -11 -19 -17 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 11 -13 13 14 15 19 -18 18 -20 -21 -22
leaf_value=0.00095784833509126785 -0.00085822397436407518 -0.00076460650451467193 0.00083467390187686548 0.000732086673376895 -0.0007994173865047945 -0.00072178710445001352 -0.00060151025693069957 0.00033084113722843327 0.00066103487038269692 0.00069979891862412854 -0.00087265528098945649 -0.0013673014326464213 0.00060126330864127063 -0.0010755766893009388 0.00064703829358073596 -0.00075058203880898756 -0.00022754013317090665 0.00032429771853619758 -0.00046317094764264881 -8.6985947241049306e-05 0.00093188329267178535
leaf_weight=0.0010089363409864069 0.0010881127261084698 0.001027262421226193 0.0013430291991367157 0.0011895911966112995 0.0012246344784489693 0.0010181771723358759 0.00114264586265611 0.001003033480266563 0.0015846275623909714 0.0014928846163444476 0.0010762102864273178 0.0010152206317221553 0.0014437499946894639 0.0010458321205147874 0.0015935026528108853 0.001051842024180516 0.0010330658683534027 0.00100842123022582 0.0010498384153951263 0.0010372000865732645 0.0013039864914778316
leaf_count=113 369 67 164 37 549 86 84 81 148 116 1024 185 161 298 48 46 102 79 81 17 55
internal_value=0 -5.31402e-05 -1.61534e-05 1.77805e-05 -2.1801e-05 2.52416e-05 6.48049e-05 0.00010691 4.85203e-05 -1.5526e-05 -0.000130959 -0.000294393 -0.000144118 -1.7086e-05 -0.000205891 4.1097e-05 0.000392788 0.000249354 -7.73595e-05 -0.00042111 0.000670565
internal_weight=0 0.0247729 0.0236848 0.0226575 0.0214679 0.0202433 0.0192251 0.0180824 0.0167394 0.0151548 0.0118147 0.00826356 0.00724834 0.00617213 0.00472838 0.00368254 0.00334009 0.00355114 0.00205826 0.00208904 0.00230702
internal_count=3910 3797 3428 3361 3324 2775 2689 2605 2441 2293 2055 1779 1594 570 409 111 238 276 160 63 136
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=21
num_cat=0
split_feature=133 1456 133 14 38 41 3 457 1 13 43 15 39 0 51 1 52 13 1 2
split_gain=0.00032824 0.000292821 0.000218546 0.000177651 0.000137444 0.000187837 0.000327768 0.000302 0.000250264 0.000268968 0.000184401 0.000167547 0.000163003 0.000254178 0.000221448 0.000201229 0.00029628 0.000158787 0.00015413 0.000139485
threshold=0.10681500000000001 -1.0000000180025095e-35 0.091290000000000024 0.077685000000000018 1.0000000180025095e-35 0.080335000000000018 -0.12008499999999998 -0.0034949999999999994 1.0000000180025095e-35 -0.094679999999999986 -0.019509999999999996 -1.0000000180025095e-35 0.084835000000000008 -0.087899999999999992 -0.056469999999999992 0.089825000000000002 -0.074484999999999982 -0.07409499999999998 0.11649500000000002 0.090695000000000012
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 11 -8 10 -10 17 -3 13 15 -15 -11 -17 -9 19 -18
right_child=-2 2 -4 -5 -6 -7 7 8 9 12 -12 -13 -14 14 -16 16 18 -19 -20 -21
leaf_value=-0.00076876413080095569 -0.00085641123289086616 0.0010904229088144419 0.00068920371569192531 -0.00057727914227409863 -0.00047382380318553767 -0.00052042823890987178 -0.00063850668152985323 0.00042939738774386315 0.0009804692617689883 0.00081970998512567738 -0.00070041355828742258 0.00031663463908914672 0.00068768083181432497 0.00015573609776240794 -0.00083159237536681047 -0.0006347427533679817 8.9187265136287096e-05 -0.00038422147778520085 -0.00019855128544077634 0.00082558004691438613
leaf_weight=0.0010414709798393816 0.0010362031319844081 0.0010965907137112652 0.0012838633367424418 0.0010843491386919304 0.0010708595568495452 0.0011146417177587678 0.0014072183230107302 0.0011604146183325087 0.0010457289088299055 0.0011567079413423694 0.0013058776184162466 0.0017149196589940569 0.0011831106014193243 0.0010079485425826843 0.0011771769000025259 0.0010237812023383697 0.0010641268471387466 0.0011333505360655478 0.0010163189482224055 0.0014562440343173222
leaf_count=343 545 90 193 90 85 110 232 208 166 58 592 150 195 134 298 36 45 235 32 73
internal_value=0 3.26941e-05 6.97864e-05 3.2309e-05 6.51377e-05 9.54119e-05 0.000133655 4.36179e-05 0.000113526 0.000237943 -0.000236644 0.00061844 0.000152479 7.23499e-05 -0.00037616 0.000243772 9.76924e-05 2.73879e-05 0.000309714 0.000514667
internal_weight=0 0.0235447 0.0225032 0.0212194 0.020135 0.0190642 0.0179495 0.015138 0.0137308 0.0101311 0.00359964 0.00281151 0.00908542 0.0079023 0.00218513 0.00571718 0.00456047 0.00229377 0.00353669 0.00252037
internal_count=3910 3365 3022 2829 2739 2654 2544 2304 2072 1037 1035 240 871 676 432 244 186 443 150 118
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=14
num_cat=0
split_feature=124 4 47 131 132 1 52 52 133 4 0 4 0
split_gain=5.66661e-05 0.000130337 8.53482e-05 0.000103186 0.000111286 0.000112014 0.000272328 0.000157268 0.000150733 0.000189763 0.000155992 0.0001304 9.36119e-05
threshold=0.0049200000000000008 -0.49837999999999999 0.11926500000000002 0.089145000000000016 0.079995000000000011 0.11235500000000002 -0.092854999999999979 0.11401500000000002 0.065880000000000008 -0.14301 -0.23029999999999998 0.24280000000000004 -0.10209999999999998
decision_type=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 -7 -12
right_child=-2 2 -4 -5 -6 11 7 -9 -10 10 12 -13 -14
leaf_value=-0.0025868417386304757 0.001649412402490299 -0.0038002912723307863 -0.001944427442957662 -0.0020732555503405413 0.002637795540447276 -0.00037595651831931395 0.0029241741163885918 -0.0024915362830875312 0.0028907523306993866 0.0012736745515382541 -0.0029145914588208244 0.0026419266194029974 -0.000391102199117634
leaf_weight=0.0010802966132629462 0.0010230894755673082 0.0010244104549472126 0.0010782624353169448 0.0010048175047939053 0.001060089025725494 0.0013343301961895597 0.0010528386955736572 0.0010197479425349751 0.0012534303173587624 0.0017351103476706009 0.0013567089779315555 0.0018101479415676973 0.0018835377646936446
leaf_count=173 91 428 134 485 200 138 54 370 595 79 159 208 796
internal_value=0 -0.000126405 4.38328e-05 0.000191328 0.000359505 0.000165829 -0.000237267 0.000202419 0.000579692 9.91576e-05 -0.000498646 0.00136132 -0.0014477
internal_weight=0 0.0166937 0.0156134 0.0145352 0.0135304 0.0124703 0.00932578 0.00830137 0.00728163 0.0060282 0.00497536 0.00314448 0.00324025
internal_count=3910 3819 3646 3512 3027 2827 2481 2053 1683 1088 1034 346 955
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=21
num_cat=0
split_feature=1456 133 1374 38 3 48 12 52 13 2 49 43 457 3 13 16 3 0 52 2
split_gain=0.000304055 0.000272424 0.000270483 0.000221202 0.000321423 0.0002627 0.000209331 0.000381994 0.000297256 0.000373348 0.000290096 0.000357547 0.000233138 0.000209456 0.000204401 0.000232094 0.000161912 0.000261539 8.43823e-05 3.27292e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 1.0000000180025095e-35 0.11401500000000002 -0.10241499999999999 0.092745000000000008 -0.029304999999999998 -0.074254999999999988 -1.0000000180025095e-35 -0.078669999999999976 0.20131000000000002 -0.077034999999999978 -0.013944999999999997 -0.10131499999999999 0.0033900000000000002 0.093470000000000011
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 12 8 9 -8 -10 13 -4 -12 15 18 -17 19 -14 -18
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 11 -13 14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00085465974883633768 -0.00075253934946254819 -0.00077377303226988355 -0.00037361402636069805 -0.00058206151119571904 0.00086605660535867413 -0.00062930846857412934 -9.7085767202194443e-05 -0.00087708150830815776 0.00044121702391823706 0.0012567962128382053 -0.00032562414564469785 -0.00093467456733910877 0.0010181061995521998 0.00055831484217428763 0.0010739712657227079 0.0006131479721083055 0.00044686052139337312 -0.00072956868536340307 0.00039146978998470778 3.7311320967535857e-05
leaf_weight=0.0010616901221124379 0.0010109228669277206 0.001057168502130063 0.0011150795936827329 0.0011713891272420165 0.0014530468016177847 0.0012572821306716725 0.0010065447508889888 0.0012100932100862502 0.0019007556571761777 0.0011061413862472058 0.0017579679695587276 0.001545002388756103 0.0011980888774231254 0.0011455654901715269 0.0010468554169592512 0.0011146678473397259 0.0010165830431942968 0.0011062064115533472 0.0010374595831488531 0.0010029899493031458
leaf_count=369 64 519 51 91 152 106 83 310 133 49 433 901 132 66 43 103 36 148 76 45
internal_value=0 2.47798e-05 6.11638e-05 9.82313e-05 0.000136142 8.19388e-05 0.000130778 -3.17571e-05 8.91274e-05 0.000611768 -8.47779e-05 -0.000309523 0.000312771 2.31268e-05 0.000414511 0.000307908 8.68061e-05 -0.00010089 0.000727301 0.000243464
internal_weight=0 0.0242598 0.0232026 0.0221917 0.0210203 0.0195673 0.01831 0.00967207 0.00846198 0.00211269 0.00634929 0.00444854 0.00863793 0.00290353 0.00752285 0.006476 0.00424045 0.00312578 0.00223555 0.00201957
internal_count=3910 3541 3022 2958 2867 2715 2609 1975 1665 132 1533 1400 634 499 583 540 332 229 208 81
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=20
num_cat=0
split_feature=1213 1456 38 12 14 3 48 50 133 3 0 457 15 15 2 4 16 0 4
split_gain=0.000369306 0.000278525 0.000219052 0.000221181 0.000149847 0.000156816 0.000281065 0.000244206 0.000274829 0.000266713 0.000400457 0.000237569 0.000165995 0.000153093 0.000212129 0.000126717 0.000116638 8.65334e-05 7.89704e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.071274999999999991 0.077685000000000018 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.086975000000000011 -0.12008499999999998 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0071449999999999994 0.097940000000000013 -0.06272999999999998 -0.094359999999999986 -0.10071499999999999 0.0066400000000000009
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 12 11 -11 -5 14 16 -12 -13 -15 -18
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 15 13 -14 17 -16 -17 18 -19 -20
leaf_value=-0.00099645342357679344 -0.00083258636125132916 0.00043135983355022914 -0.00065990292495356228 0.00083857056580003623 -0.00063594152534609584 0.00038634083020046132 -0.00067844460112562275 -0.00072119934221747122 -0.00072027064714059986 -0.00051527232318223097 -0.00094108486642325781 -0.00049362987427304587 0.00014153098761955293 0.00083001955194831364 0.0004970204256275004 -0.00026687312054584635 -0.00022305644821632724 0.00024580392780754938 0.00034599140900613666
leaf_weight=0.0010641540137314954 0.0011090447810378204 0.0018533768749222973 0.001326105206715055 0.0012930047752521823 0.0010301791423075182 0.0015015786604287281 0.001639292539706543 0.0010553308340617287 0.001031999785578345 0.0011330259836691229 0.00108505541969528 0.0012749599058086338 0.0016512323004498281 0.0010380249230141914 0.001607288580040056 0.0013013201165559896 0.001017386327937575 0.0011174459025903201 0.0010537822756718773
leaf_count=592 332 342 92 98 85 105 102 436 517 87 91 77 139 37 135 75 161 352 55
internal_value=0 -0.000119466 -8.50952e-05 -4.99428e-05 -9.49249e-05 -6.52801e-05 -0.000104481 -4.43979e-05 4.50813e-06 5.96174e-05 -4.78739e-05 0.000104296 0.000447646 0.000203044 6.20101e-05 -0.000573429 -0.000146944 0.000527149 6.64673e-05
internal_weight=0 0.0241194 0.0230104 0.0216843 0.0198309 0.0188007 0.0172991 0.0156599 0.0146045 0.0135725 0.0106283 0.00824191 0.00294424 0.00710889 0.00495342 0.00238638 0.00334613 0.00215547 0.00207117
internal_count=3910 3318 2986 2894 2552 2467 2362 2260 1824 1307 1070 904 237 817 428 166 293 389 216
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=19
num_cat=0
split_feature=133 1456 1374 14 11 13 2 13 16 16 457 15 132 16 160 0 0 15
split_gain=0.000297825 0.000287611 0.000277296 0.000252644 0.000238358 0.000225868 0.000304177 0.00024594 0.000238777 0.000207526 0.000285102 0.000194021 0.000193319 0.000331525 0.00027654 0.000193937 0.00018928 0.000290877
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 0.088315000000000018 -0.091229999999999992 0.097940000000000013 0.23436000000000004 -0.10486499999999999 -0.41862999999999995 0.084550000000000014 -0.017214999999999998 0.080815000000000012 -0.055679999999999993 -0.081299999999999983 -0.10462499999999998 -0.052874999999999998 -0.064869999999999983
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 -4 9 -8 -7 12 -9 13 15 -15 -11 17 -16
right_child=-2 2 3 -5 -6 7 8 11 -10 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=-0.00069439585404414052 -0.00073438076096630481 -0.00065812116422376003 -8.36310747203156e-06 -0.00057442151146699233 -0.00047967865040355072 -0.0004194391683302044 0.00033355489095268274 7.9277556869268248e-05 0.001168854933616947 -5.9613216822100984e-05 0.00074526138464839126 0.00094559745077639706 0.00053608966623061279 0.00025659385084109745 -0.00085238744356450947 0.00058223510788562736 -0.00092373900016880976 0.00012341651309392303
leaf_weight=0.0010926463684482806 0.0011089243981410373 0.0010625966249850896 0.001884252805156336 0.001115653124406534 0.001262287072135492 0.0019864524146784969 0.0014561728602939111 0.0010116784673142865 0.0013412334385705105 0.0019732774628715422 0.0011810798236835405 0.0011017910556555535 0.001231156732332866 0.001364157610804469 0.0010341115729861593 0.0018710287925399298 0.0013479565663906557 0.0015684615739415542
leaf_count=343 545 64 279 89 123 203 105 80 106 78 108 40 163 246 205 708 172 253
internal_value=0 2.21442e-05 5.50494e-05 8.83881e-05 0.000122599 0.000159952 0.000435244 7.77104e-05 0.000734045 7.06298e-06 8.02813e-05 0.000530906 4.69102e-06 -6.67399e-05 -0.000297857 0.000252775 -0.000489314 -0.000264311
internal_weight=0 0.024886 0.0237933 0.0227308 0.0216151 0.0203528 0.00468166 0.0156712 0.00279741 0.0135577 0.0115712 0.00211347 0.0103902 0.00915899 0.00531469 0.00384431 0.00395053 0.00260257
internal_count=3910 3365 3022 2958 2869 2746 490 2256 211 2136 1933 120 1825 1662 876 786 630 458
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=21
num_cat=0
split_feature=31 133 1374 1456 14 3 51 0 16 0 1 151 52 0 52 12 3 3 52 4
split_gain=0.000356402 0.000357971 0.000268155 0.00027898 0.00023902 0.000202493 0.000234205 0.000223491 0.000332263 0.000285961 0.000338063 0.000193924 0.000183272 0.00017681 0.000171005 0.000188162 0.000207072 0.000190743 9.9029e-05 7.48056e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 0.16699000000000003 0.13881000000000002 -0.13027499999999997 -0.19424999999999998 -0.070894999999999986 0.11395500000000001 -0.0008699999999999999 -0.010284999999999997 -0.089879999999999974 0.11401500000000002 -0.036459999999999992 -0.115685 -0.075679999999999983 -1.0000000180025095e-35 0.0033150000000000007
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 11 10 13 -5 19 -9 15 -11 18 -18 -17 -10
right_child=1 -3 3 4 -6 -7 -8 9 12 14 -12 -13 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.0009104369470783857 -0.00080428956667371535 -0.00096381306223123188 -0.00075353379867576455 -0.00058249934882457046 -0.00063720069274018215 0.00061681204784404318 -0.00065981163540893581 -0.00088338228018393708 0.00014443482229861796 -0.00032752359412322357 0.00048713214957623083 0.00036938038707894988 0.0012143826476154148 -0.00019296387920792995 -0.00040904477545137131 0.00041543416251049964 -0.00038554656037211434 0.00043690935706781035 0.0010775502741541987 0.00073443671356306247
leaf_weight=0.0010053989900285767 0.001006391962643959 0.0010164035521286639 0.0010818831906390302 0.0010818599694388809 0.0011342702084612402 0.0017665126027947278 0.001065348768578076 0.0018677743259794466 0.0011424299435833785 0.0010690832328367952 0.001010330386045641 0.0010477255892123033 0.001090295309289494 0.0018225329230022458 0.0010607620644229598 0.0010806406109491462 0.0011274518872087524 0.0018551088783817105 0.0011699378330602417 0.0010041593502450041
leaf_count=113 63 540 343 69 87 163 104 435 85 80 64 76 40 1094 81 121 125 149 49 29
internal_value=0 -4.75536e-05 -7.89807e-06 2.77581e-05 6.72635e-05 0.0001067 5.79784e-05 0.000101851 0.000369584 -1.72498e-05 -0.000321122 -0.000114188 0.000687863 -0.000542405 0.000176747 0.000275344 0.000398505 0.000126009 0.000759628 0.000420434
internal_weight=0 0.0245009 0.0234845 0.0224781 0.0213962 0.020262 0.0184954 0.0174301 0.00536647 0.0120636 0.00470064 0.00212959 0.00323688 0.00369031 0.00736298 0.00630222 0.00523314 0.00298256 0.00225058 0.00214659
internal_count=3910 3797 3257 3194 2851 2764 2601 2497 299 2198 1593 145 154 1529 605 524 444 274 170 114
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=21
num_cat=0
split_feature=1213 31 14 1456 38 124 4 11 3 160 457 0 160 0 47 13 0 3 2 3
split_gain=0.000354594 0.000304481 0.000254437 0.000221033 0.000227918 0.000355616 0.000164423 0.000237002 0.000300575 0.000301659 0.000349494 0.00035645 0.000318556 0.000247484 0.000219595 0.000211893 0.000195137 0.000392929 0.000189304 0.000170034
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.084445000000000006 -0.048219999999999992 0.51060500000000009 0.087830000000000005 -0.12008499999999998 -0.082969999999999988 -0.0034949999999999994 -0.10575999999999998 0.091575000000000017 -0.08824499999999999 0.085765000000000022 0.068400000000000002 -0.053834999999999994 0.10666500000000002 0.097360000000000016 -0.075679999999999983
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 15 -10 -11 12 14 -13 18 -7 19 -18 -12 -15
right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 13 -14 16 -16 -17 17 -19 -20 -21
leaf_value=-0.00092454628111873131 0.00088848475755969785 -0.00068032442995582057 -0.00077145545105629083 0.00083791837704597983 -0.00059648649658492175 0.0010147146354824699 0.00066805630761424364 -0.00071929748714847611 -0.000691533883874052 -0.00082035146789164706 0.0012549719683070783 -0.00086206033689518189 -0.00030748650243809128 -8.1766965292191506e-05 7.9356072330148954e-05 0.00013753779186203804 -0.0009622494426161515 0.00022599976112225789 0.00041950370997977825 0.00073932618967979802
leaf_weight=0.001059700811676184 0.0010146737485295714 0.0010975450294773001 0.0010870601453553111 0.0015609682190999138 0.0012935859485146963 0.001276667714696692 0.00102279351482673 0.0010979702308340214 0.0016450671226342717 0.0011169244758383124 0.0016067140563791266 0.0010086751201333491 0.0011695586839419736 0.0013197514490542401 0.0012402472175701007 0.001612446270318646 0.0012536945615359779 0.0016915484867728869 0.0012457885167123095 0.0012907273041035117
leaf_count=592 113 312 110 187 79 69 100 115 472 142 38 232 58 672 42 92 157 61 105 162
internal_value=0 2.49473e-05 -1.06164e-05 2.45027e-05 5.89558e-05 9.90261e-05 4.01756e-05 5.60408e-06 5.1143e-05 -4.27289e-05 3.97308e-05 0.000120958 0.00043285 -0.000129069 0.000644412 0.000525153 4.01012e-06 -0.000279799 0.000890094 0.000324215
internal_weight=0 0.0256524 0.0246377 0.0235507 0.0224531 0.0211595 0.0195986 0.0185758 0.0174778 0.0145887 0.0129436 0.0118267 0.00526231 0.0065644 0.00409275 0.00288911 0.00555572 0.00294524 0.0028525 0.00261048
internal_count=3910 3318 3205 3095 2783 2704 2517 2417 2302 2141 1669 1527 243 1284 185 161 1052 218 143 834
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=15
num_cat=0
split_feature=14 1 4 475 0 16 0 1 2 3 1 13 4 151
split_gain=8.70809e-05 8.09397e-05 0.000165293 0.000117975 0.000120655 0.000176743 0.000155994 0.000174478 0.000149487 0.000115214 7.27447e-05 6.43065e-05 6.2256e-05 5.92458e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.084009999999999987 -0.050754999999999995 -0.017269999999999997 -0.055679999999999993 -0.15713499999999997 0.11052000000000002 1.0000000180025095e-35 0.10223 0.10113500000000002 0.091035000000000019 -0.0031049999999999997 -0.0080899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 6 7 13 -8 10 -7 -1 -4 -5
right_child=-2 3 12 4 -6 9 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00032664996970405597 -0.0021298052964984424 0.0028095376345157633 -0.0033621007069084539 -0.00050780903909486484 0.0023402717880050723 -0.0019104471288984705 0.00045866421035213297 -0.002987875000592782 0.0037616856328225898 -0.00337578757462834 0.00073423602399333616 0.001915767517351791 -0.001056163906890285 0.0020009138894874932
leaf_weight=0.0017169583550641406 0.0010069113364370432 0.0010210956727464702 0.0010463260103106119 0.0010181016853039182 0.0012508539030644727 0.0010327467461180295 0.0017520329912258286 0.0010132082255377532 0.0012664125428213349 0.0010988724925677928 0.0012136964950438256 0.0011426944456054411 0.0015715053566003551 0.0010020984714485003
leaf_count=331 138 280 1046 58 226 237 422 86 182 55 189 72 534 54
internal_value=0 8.65245e-05 -0.000647985 0.000431303 0.000203242 -8.12176e-05 0.000665616 -0.000507425 0.00184447 -0.00143228 -0.000481592 0.000569402 -0.00197783 0.000736616
internal_weight=0 0.0171466 0.00547748 0.0116691 0.010648 0.00939717 0.00605185 0.00303341 0.00301845 0.00334532 0.00224644 0.00285965 0.00261783 0.0020202
internal_count=3910 3772 1983 1789 1509 1283 802 198 604 481 426 403 1580 112
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=21
num_cat=0
split_feature=31 133 3 1374 457 15 40 4 160 484 4 0 12 43 43 3 3 15 15 4
split_gain=0.000399804 0.000296299 0.000327366 0.000262318 0.000268767 0.000392192 0.000356648 0.000241823 0.000493342 0.000375121 0.000230895 0.00041536 0.00039406 0.000255604 0.00027252 0.000251115 0.0002101 0.000247597 0.000101105 2.38122e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.16699000000000003 -0.094679999999999986 0.079930000000000015 -0.041049999999999996 0.0034800000000000005 0.50657000000000008 -0.092169999999999988 -1.0000000180025095e-35 -0.060264999999999992 -0.10575999999999998 0.090385000000000007 0.070805000000000021 -0.081434999999999994 -0.078669999999999976 0.090325000000000003 -0.11739999999999999 -0.087844999999999993 -0.23071499999999998
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 6 -6 7 8 -5 -10 13 16 -13 14 19 -14 17 -12 -4 -11
right_child=1 -3 18 4 5 -7 -8 -9 9 10 11 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0009838029979053111 -0.00086856527537391027 -0.00090203481922405504 0.00023677961651026054 -0.0011127055151305939 0.00094758253304424848 -0.00024853310375606179 0.00079213413073252041 0.00057587159722050768 -0.0010673033828428229 0.00055608169325225372 -0.00018121392075289616 -0.0012808205202634504 -0.00069560176538578157 0.00080254786228594265 -0.00051573682764542489 0.00024188410541503739 -0.00035228339867408111 0.00081587941565017523 0.0009516167275737665 0.00020826833493032201
leaf_weight=0.0010069266305537663 0.001018599927999019 0.0010131721748579499 0.0010048930725505417 0.0014338246135844673 0.0016187876316605676 0.0012623628101555697 0.0010763045317999645 0.0010738282201091095 0.0010125918354921973 0.001006617628874551 0.0010750082493489743 0.0013560812929416365 0.0015002552680379311 0.0014087399896866859 0.0015447068051390716 0.0014574251650670608 0.0013996898914676592 0.0016085028068157925 0.0010435667881087398 0.0010308222111324828
leaf_count=113 59 540 99 435 120 123 57 103 441 26 70 322 130 129 640 163 52 107 73 108
internal_value=0 -5.00189e-05 -1.39493e-05 -7.15064e-05 -3.25962e-05 0.00042351 -0.000105666 -0.000162816 -0.000212912 -0.000123321 -5.19225e-05 -0.00021478 -0.000562838 0.000222078 -6.20101e-06 -0.000233647 0.000152932 0.000416446 0.000600946 0.000380109
internal_weight=0 0.0249458 0.0239326 0.0218841 0.0208655 0.00288115 0.0179844 0.0169081 0.0158343 0.0144004 0.0133878 0.00839696 0.00431376 0.00499089 0.00358215 0.00295768 0.0040832 0.00268351 0.00204846 0.00203744
internal_count=3910 3797 3257 3085 3026 243 2783 2726 2623 2188 1747 844 615 903 774 293 229 177 172 134
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=14
num_cat=0
split_feature=14 147 52 15 0 16 4 12 0 16 3 2 2
split_gain=7.15584e-05 7.28367e-05 0.000154368 0.000172212 7.64606e-05 0.000130861 0.000130146 0.00015276 0.000102227 0.000201773 0.00014116 0.000118307 0.000145306
threshold=0.064610000000000015 0.088565000000000019 0.28122000000000008 -0.26361999999999991 0.18055000000000002 0.26538000000000006 -0.029114999999999999 0.084100000000000022 -0.10575999999999998 -0.055679999999999993 0.11818000000000002 0.10045500000000002 0.086245000000000002
decision_type=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 11 12 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.002256425589412879 -0.0016818617718202989 0.0017262944639496222 -0.0023784935787034465 0.0022863030423821949 0.0015334483173255243 -0.0017804558655950807 0.0016929169645322915 -0.00035826158254744444 0.00026788857784240119 -0.0034386176669198775 -0.0017989122802155066 0.002489898482705569 -0.0014450692094913813
leaf_weight=0.0014042148590851034 0.0010057866248992789 0.0010133900220130601 0.0010680793970215255 0.0018820206436895026 0.001087081691300896 0.0018800815988353698 0.0010828604105006315 0.0016815806217933982 0.0012319184045077453 0.0011589278924788154 0.0011987290137972506 0.0010812982361383394 0.0013454349880104299
leaf_count=275 138 161 346 231 34 411 60 1109 320 490 89 138 108
internal_value=0 6.8199e-05 -3.61528e-05 0.000130255 -8.87919e-05 -0.00022939 4.40965e-05 0.00103839 -0.000455016 -0.00152879 9.02361e-05 0.000735489 -4.57333e-05
internal_weight=0 0.0171156 0.0161022 0.0150341 0.0136299 0.0125429 0.0106628 0.0035636 0.00709917 0.00239085 0.00470832 0.00350959 0.0024283
internal_count=3910 3772 3611 3265 2990 2956 2545 1340 1205 810 395 306 168
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=21
num_cat=0
split_feature=1456 1213 133 1374 38 3 51 40 47 475 160 42 151 457 0 43 16 15 15 42
split_gain=0.000402362 0.000396506 0.000337061 0.000360259 0.000293016 0.000354949 0.000341989 0.000258947 0.000428845 0.000196449 0.000225439 0.000284035 0.000247169 0.000245632 0.000412336 0.000363954 0.000167386 0.000159266 0.000122848 4.91913e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.13881000000000002 1.0000000180025095e-35 0.11896000000000002 -1.0000000180025095e-35 -0.11175999999999998 -1.0000000180025095e-35 -0.090394999999999989 -0.0015249999999999997 -0.11524 -0.083254999999999982 -0.0099649999999999982 -0.091024999999999981 -0.090344999999999995 0.085465000000000013
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 7 8 9 -5 -11 -12 -13 -14 17 19 18 -15 -17 -16
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 12 13 14 15 16 -18 -19 -20 -21
leaf_value=-0.00077264056946739663 -0.00081581285840684372 -0.0006846497564779576 -0.00070123859838535534 -0.00022113008496938707 -0.00051805345126074587 0.00079937677033507998 -0.00061293948709852857 0.00084010102103213762 -0.00068557059413209968 -0.00038325395162831045 -0.00027431716818473914 -0.00024876819797773025 -0.00021167478812523992 0.0011917830603182056 0.0010075257195168075 0.00014976014409285094 0.0004214802326349075 0.00050442335049343098 -0.00041458381823402871 0.00058390682036329718
leaf_weight=0.0012434352948913823 0.0010105056706478576 0.00106531904521212 0.0010452569736632963 0.0019959057793378495 0.0012338384480229383 0.0015651244217432933 0.0011306296569355894 0.0010117531138025887 0.0011474441836174512 0.0010215567201745249 0.001513620319057424 0.0011466077219784163 0.001041782586282348 0.0017402997260602682 0.0010309840053451674 0.0016580022222168218 0.0019390823030199338 0.001000658186392828 0.0012946917945837744 0.0010356025919701778
leaf_count=369 555 64 439 430 88 152 105 48 74 237 439 102 83 69 76 102 198 71 131 78
internal_value=0 2.70305e-05 6.16269e-05 9.54534e-05 0.000132377 0.000170101 0.000120128 0.000164741 0.000125843 0.000182549 0.000238412 0.000285801 0.000357119 0.000421797 0.000489837 0.000312181 0.000108106 0.000940844 -9.76923e-05 0.000795243
internal_weight=0 0.0256287 0.0246182 0.0235729 0.0225076 0.0212737 0.0197086 0.018578 0.0175662 0.0164188 0.0144229 0.0134013 0.0118877 0.0107411 0.00969932 0.00695836 0.00489178 0.00274096 0.00295269 0.00206659
internal_count=3910 3541 2986 2547 2483 2395 2243 2138 2090 2016 1586 1349 910 808 725 585 431 140 233 154
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=14
num_cat=0
split_feature=484 1 52 2 160 3 12 13 43 0 2 4 0
split_gain=6.43767e-05 9.5865e-05 0.000100502 0.000125376 0.000160258 0.000112884 0.000302899 0.000188769 0.00011731 8.53963e-05 0.000143531 0.000138942 7.75049e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.048794999999999991 -0.074699999999999989 -1.0000000180025095e-35 0.090325000000000003 0.091555000000000011 0.0099250000000000015 -0.00059999999999999995 -0.15007499999999999 0.096970000000000015 -0.012939999999999998 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 6 7 8 -6 -2 11 -11 -7
right_child=1 -3 3 4 5 12 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0014283699864619107 -0.00054215571736271556 0.0016423722441388435 -0.0026233064514533315 -0.002288890074200493 0.0010897712312592245 -0.0024055641615513845 -0.001645460899816291 -0.00040026184013052332 0.0039634711431381356 -0.0014885128493048044 0.0028335760771350943 0.0017586922375736707 2.5688325214915011e-05
leaf_weight=0.0012883704560749934 0.0017445197604993856 0.0015121587402970914 0.0010194122254867074 0.0013390129961349286 0.0010441061336530664 0.0010113153678616982 0.0016494714706065698 0.0012029914865523406 0.0014156172026937707 0.0010835513482574943 0.0014085595479202961 0.0011479052115267166 0.0012283235327394948
leaf_count=612 77 216 99 574 531 75 516 92 245 257 405 177 34
internal_value=0 8.0178e-05 -7.42724e-05 -0.000462892 -0.000215181 0.000152508 0.000668829 0.00171105 0.00274364 0.000640982 0.00120801 0.000181913 -0.00107215
internal_weight=0 0.0168069 0.0152948 0.00991025 0.00889084 0.00755183 0.00531219 0.00366271 0.00245972 0.00538454 0.00364002 0.00223146 0.00223964
internal_count=3910 3298 3082 2166 2067 1493 1384 868 776 916 839 434 109
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=20
num_cat=0
split_feature=1456 133 1374 124 50 47 38 14 1 12 159 4 457 4 3 43 0 3 0
split_gain=0.000296896 0.000305964 0.000287621 0.000219075 0.000204942 0.000301894 0.000278282 0.00023254 0.000262427 0.000366151 0.000257859 0.000257046 0.000215915 0.000346505 0.000305357 0.000195481 0.000176644 0.000175033 0.000143523
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.10385500000000002 0.10625000000000001 0.11939500000000002 1.0000000180025095e-35 0.077685000000000018 0.11198000000000001 0.099370000000000014 0.09141500000000001 0.24280000000000004 0.084715000000000013 -0.076854999999999993 -0.078669999999999976 -0.072364999999999985 -0.23029999999999998 -0.12008499999999998 -0.053834999999999994
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 9 10 12 -10 13 17 -15 -16 -17 -4 -19
right_child=1 -3 3 -5 -6 -7 -8 -9 11 -11 -12 -13 -14 14 15 16 -18 18 -20
leaf_value=-0.00078470334820123931 -0.00071290507021198066 -0.0007684878457532851 0.00096575247496007231 0.000732596110332305 -0.00056950444081859774 -0.00069142840004869958 -0.00061620636120085135 -0.00049923790025972021 0.00018970994704801538 -0.00070996156456496829 -0.00049914496110894165 0.0010251598934326142 0.00083114092949656041 -0.000633047501026025 0.00059319672569261618 0.00039888919896878685 -0.00036122503858472928 0.00066534879571979709 -8.0606212133811528e-05
leaf_weight=0.0010957117337712123 0.0010607973214025171 0.0010759299035148209 0.0014558274678062588 0.0011726729773389793 0.0011265667307920361 0.0010620183843617062 0.0010581268183852402 0.0010761971823376451 0.0017033134237157965 0.0010893020681562232 0.0010840143802952626 0.001681255065204783 0.0014033558033856872 0.001465764849521275 0.0015798407104319345 0.0011458326200113333 0.0018151302541984495 0.0012034633730195962 0.0011674360033446605
leaf_count=369 64 519 101 43 272 79 84 77 155 205 148 245 109 438 148 29 203 543 79
internal_value=0 2.18073e-05 5.82213e-05 9.49196e-05 5.95088e-05 9.49562e-05 0.000139077 0.000183797 0.000227566 0.000132378 0.000206851 0.000604712 0.000274959 0.000195584 -3.15243e-05 0.000162647 -6.70762e-05 0.000552062 0.000298039
internal_weight=0 0.0244268 0.0233509 0.0222901 0.0211174 0.0199909 0.0189289 0.0178707 0.0167945 0.01341 0.0123207 0.00338457 0.0112367 0.0098333 0.00600657 0.0045408 0.00296096 0.00382673 0.0023709
internal_count=3910 3541 3022 2958 2915 2643 2564 2480 2403 2003 1798 400 1650 1541 818 380 232 723 622
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=22
num_cat=0
split_feature=1213 1456 38 1374 40 42 39 457 151 51 16 4 475 15 52 133 43 15 13 0 0
split_gain=0.000419365 0.000363185 0.000282981 0.000283933 0.000317381 0.000483168 0.000553364 0.000354627 0.000289455 0.000283251 0.000271793 0.000386064 0.000241107 0.000298318 0.000320556 0.000250766 0.0002619 0.000388969 0.000372468 0.000374761 0.00015813
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.10770999999999999 0.085060000000000011 0.088175000000000017 -0.0080899999999999982 0.13881000000000002 -0.23935499999999996 -0.0072799999999999991 -1.0000000180025095e-35 -0.24219999999999997 0.11401500000000002 0.098810000000000023 -0.074254999999999988 -0.10192499999999999 -0.11267999999999999 -0.10131499999999999 -0.070894999999999986
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 10 12 -7 -12 -10 -14 15 16 20 -18 -19 -20 -15
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 11 -13 13 14 -16 -17 17 18 19 -21 -22
leaf_value=-0.0010073265860078512 -0.0008395017635253767 -0.00068002100985521739 -0.0006104940948162415 -0.000961369110544777 0.0010039077664709159 -0.0010805223047548741 0.0011655601143465083 0.00091404309876635373 -0.00042593703080551839 -0.00069169292147004886 -0.00082533984062707903 0.00050209423304712567 0.00086616148535509981 0.00032612888157311075 -0.00058982006823844453 -0.00044066103756985317 -0.00074174332454663501 0.0010656977403567976 0.00072826755006722441 -0.00043633394488366275 0.0010616724071480393
leaf_weight=0.0010637583568111854 0.0012086449445863892 0.0011370366720351291 0.0015207426335929189 0.001052762442239375 0.0010580205103335313 0.0010378801455165343 0.0013150823074325876 0.0012588160776183513 0.0014934693412480072 0.001021898485607923 0.0010213666303753241 0.0012739402584431838 0.0017885121033163849 0.0013711461157996999 0.0013073603543345821 0.0011622775299851154 0.0010391707335870772 0.001320611552932195 0.0012069629257758195 0.0017536537974270862 0.0016862385932352487
leaf_count=592 332 68 92 156 58 58 269 119 310 90 181 103 112 158 245 317 73 58 55 401 63
internal_value=0 2.2308e-05 6.26388e-05 0.000104754 0.000143267 0.000102085 0.00015525 8.79545e-05 3.16969e-05 0.000126107 -0.000397454 -8.85879e-05 0.000185254 0.000257492 0.000157135 0.000259497 0.000356633 0.00014104 0.000355315 3.84424e-05 0.000731803
internal_weight=0 0.0270356 0.0258269 0.0243062 0.0231692 0.0221111 0.0210584 0.0197433 0.0184845 0.0151513 0.00333319 0.00229531 0.0141294 0.0126359 0.0108474 0.00954006 0.00837778 0.0053204 0.00428123 0.00296062 0.00305738
internal_count=3910 3318 2986 2894 2826 2768 2612 2343 2224 1882 342 284 1792 1482 1370 1125 808 587 514 456 221
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=14
num_cat=0
split_feature=52 1 376 50 42 160 160 133 43 48 0 1 4
split_gain=7.22124e-05 0.000109205 0.000108209 0.000132626 0.000157579 0.000126679 0.000113509 0.000132733 0.000126358 0.000107651 0.000106566 0.000156459 0.000190335
threshold=-0.40083499999999994 0.14000500000000002 0.048375000000000008 0.083475000000000008 -1.0000000180025095e-35 0.091575000000000017 0.084100000000000022 1.0000000180025095e-35 -0.15109999999999998 0.090405000000000013 0.012625000000000003 0.11198000000000001 -0.0010999999999999996
decision_type=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 11 12 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0017909781733836721 -0.0024750830150411761 0.0020501076911186461 0.001750602784828939 -0.0024057864338240956 0.0027049189792974033 -0.0016831692169671916 0.0025465712090189836 -0.0017915807338959909 0.0021186092808205014 -0.0014281916352758448 -0.0011073487702683859 0.0032528852364962701 -0.0010612458283503867
leaf_weight=0.001003432636955944 0.0011235601314000818 0.0011945333785023477 0.0013658725622850308 0.0011903188860462989 0.0010529598926445356 0.0014823604285255651 0.0010443216084374827 0.0013252292597154764 0.0015705246523620041 0.0014866574475511721 0.0012953020952142236 0.001149427968710981 0.0019102347974473679
leaf_count=401 741 163 179 644 48 194 56 520 370 180 82 132 200
internal_value=0 7.65056e-05 -7.087e-05 -0.000240914 -4.91898e-05 0.000172101 0.000425932 0.000199727 0.00051147 0.000199871 0.000608339 0.00108831 0.00037351
internal_weight=0 0.0171913 0.0159968 0.0146309 0.0134406 0.012317 0.0108347 0.00979034 0.00846511 0.00741215 0.00592549 0.00463019 0.00348076
internal_count=3910 3509 3346 3167 2523 1782 1588 1532 1012 964 784 702 570
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=14
num_cat=0
split_feature=1 0 15 52 3 50 47 3 52 3 0 16 4
split_gain=5.99482e-05 0.000143114 0.000101407 0.000106262 8.42501e-05 0.000106174 0.000132723 0.000228068 0.000149913 0.000178223 0.000176389 0.000130419 6.59025e-05
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.09716000000000001 0.15165000000000003 0.086465000000000014 0.09252500000000001 -0.073984999999999981 -0.074484999999999982 0.076695000000000013 -0.087749999999999981 -0.057604999999999996 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 -2 11 12 -10
right_child=4 2 -4 -5 -6 -7 7 -9 10 -11 -12 -13 -14
leaf_value=-0.002446985413427171 0.0014113449763868411 -0.0017306611786534502 0.0017693852058011785 0.00083149240958532147 0.0021167025175041344 -0.0018128199990790574 0.0013515148671322174 -0.0027766962356347755 0.00012307690966618148 -0.0021558298836934896 -0.00030830072811574864 0.0041813388177376438 0.0024726468982100552
leaf_weight=0.0014368282493765214 0.0011458977581440561 0.0017009731285861952 0.0011211839624181846 0.0013135284187422713 0.0010039262174639301 0.0012220266048091908 0.0010527420286324807 0.0014661759010546433 0.0010365396176643116 0.0014563808202926465 0.0017833278624801072 0.0011428942830330204 0.0011564632629931862
leaf_count=1009 322 345 571 83 190 437 119 105 81 102 338 70 138
internal_value=0 -0.000607214 3.19626e-05 -0.000614237 0.000237041 7.24131e-05 0.000297385 -0.00105138 0.000737379 -0.000585046 0.00140961 0.00232799 0.0013621
internal_weight=0 0.00557251 0.00413569 0.0030145 0.0124664 0.0114624 0.0102404 0.00251892 0.0077215 0.00260228 0.00511923 0.0033359 0.002193
internal_count=3910 2008 999 428 1902 1712 1275 224 1051 424 627 289 219
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=14
num_cat=0
split_feature=41 15 1 43 48 133 15 484 4 1 15 43 16
split_gain=6.26491e-05 8.4531e-05 0.000102672 0.000107147 0.000171505 0.000144521 0.000128989 9.75323e-05 0.000122387 0.000205128 0.000247233 0.000131212 5.54893e-05
threshold=0.078150000000000011 0.10363000000000001 0.14000500000000002 -0.049504999999999987 0.086665000000000006 0.084285000000000013 -1.0000000180025095e-35 0.085815000000000016 0.0057500000000000008 0.11215000000000001 -0.095799999999999982 0.0033500000000000005 -0.027569999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 11 10 -10 12 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00038647176446674538 -0.0015862699202863757 -0.0017819268789590547 0.0024514560612451468 -0.0016135644782710476 0.0032560917782436449 -0.0020896447544763073 0.0027599426212902142 0.0016736946415471657 -0.0007913129966328642 -0.0016429933202927844 0.0036036459998863468 0.00010373691814473142 -0.0038046896747414216
leaf_weight=0.0014757631031260925 0.0012303877360528561 0.0011541208424587215 0.0010055021340392269 0.0013283064286190153 0.0012315317040003868 0.0010523937624082741 0.0012333444905878723 0.0010694385580236635 0.0012850621467156917 0.0018681623797270897 0.0013569331399428675 0.0015089361585292737 0.0010809883040707904
leaf_count=358 201 356 137 499 263 691 180 135 140 127 132 385 306
internal_value=0 9.28988e-05 0.00023253 7.85616e-05 0.00093019 0.00016868 0.00104596 -0.000369142 -0.000628348 0.000178185 0.00146595 -0.00155672 -0.00259667
internal_weight=0 0.0166505 0.0154964 0.0144909 0.00499303 0.0037615 0.00270911 0.00949783 0.00842839 0.00451016 0.002642 0.00391823 0.00240929
internal_count=3910 3709 3353 3216 1492 1229 538 1724 1589 399 272 1190 805
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 453 0 1 11 147 3 49 49 13 42 2 1 3 43 49 15 4 15 48
split_gain=0.000452379 0.000463994 0.000350478 0.000519797 0.000385412 0.000307546 0.000439851 0.000309932 0.000319635 0.000384141 0.000489903 0.000252889 0.000233336 0.000287997 0.000213406 0.000390633 0.000451195 0.000209482 0.000274343 0.000358734 0.000176851 0.000121962
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23029999999999998 0.11368000000000002 0.080455000000000013 0.085530000000000009 -0.115685 -0.084934999999999997 0.084840000000000013 0.049070000000000009 -1.0000000180025095e-35 0.10362500000000001 0.095575000000000007 0.086245000000000016 -0.083899999999999988 -0.029304999999999998 -0.43091499999999999 0.25367000000000006 -0.038029999999999987 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 21 6 7 8 11 -10 12 -6 -11 14 15 16 -14 -7 -19 20 -20 -4
right_child=1 2 3 -5 5 17 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.0010427410114053665 -0.00093423330080045195 -0.00073625775772017754 0.0011888704528139398 -0.0010243340082924212 0.0012629342910548305 0.00093558387248591514 -0.00085720385343397872 -0.00073017985104547667 -0.00075996168614063126 -0.00040491760261000093 -0.00087600117614873422 0.00024719303953490149 0.00073615401977430289 -0.00021957096394173691 0.0011104392954848065 0.0011086390130398795 -0.00066331288490511153 -0.00049349219509359742 -0.00029922151583698458 0.0010938990624880141 0.00055828594961768413 0.00041632379759038395
leaf_weight=0.001076679518349887 0.0012588454487585379 0.0013402017060585017 0.0010806488453405294 0.0010070592812120296 0.0010009434330040473 0.0014163946168652131 0.0015003774094710645 0.0011811431146799842 0.0014730058705861833 0.001125811734277545 0.0011004704503580383 0.0017308424486229268 0.0011199328210584909 0.0015439977346756728 0.0013911441257174889 0.0012231989177793334 0.0012742860878694534 0.001055270114167367 0.0014361314359323529 0.0013703482503195138 0.0010980924918158061 0.0010352322969762184
leaf_count=592 68 332 58 91 47 119 173 88 138 419 423 77 135 124 109 42 457 162 91 114 27 24
internal_value=0 1.99281e-05 6.52464e-05 0.000107933 0.000155134 9.21848e-05 -2.90363e-05 5.86858e-05 0.00013045 1.69756e-07 0.000127713 0.000619367 0.000271566 0.000387794 0.000575027 0.000369125 -8.69066e-06 0.000390001 0.000234198 0.000430867 7.2341e-05 0.000810888
internal_weight=0 0.0277634 0.0265045 0.0251643 0.0241573 0.0220414 0.0156652 0.0141648 0.0129836 0.0102518 0.00877884 0.00273179 0.00767837 0.00655256 0.00500856 0.00361742 0.00239422 0.00637624 0.00495984 0.00390457 0.00253422 0.00211588
internal_count=3910 3318 3250 2918 2827 2745 2232 2059 1971 1847 1709 124 1286 867 743 634 592 513 394 232 118 82
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=21
num_cat=0
split_feature=1213 1456 133 1374 14 11 13 2 16 16 0 0 0 49 15 0 1 0 16 151
split_gain=0.000402562 0.000431966 0.000340289 0.000333728 0.000210953 0.000221348 0.000212551 0.000274469 0.000244462 0.000202759 0.000269561 0.000286718 0.000371477 0.000286022 0.000257188 0.000244625 0.000121632 0.000145772 0.000145282 6.78238e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.077685000000000018 0.088315000000000018 -0.091229999999999992 0.097940000000000013 -0.10486499999999999 -0.41862999999999995 -0.23029999999999998 -0.017269999999999997 -0.053834999999999994 -0.084934999999999997 -0.11219499999999999 0.12346000000000001 0.095575000000000007 -0.087359999999999979 -1.0000000180025095e-35 -0.0095999999999999992
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 7 -5 -9 19 -11 12 13 -12 -15 -13 18 -18 -16 -8
right_child=1 2 -4 4 -6 -7 9 8 -10 10 11 15 -14 14 16 -17 17 -19 -20 -21
leaf_value=-0.0010577551253802371 -0.00098997053870193003 -0.00079038186294607099 -0.00087835005294823886 7.8913415996119762e-06 -0.00058249040698158858 -0.00047746978933538287 -0.00064094311996807502 0.00039121083821583378 0.0013826569324225527 0.00089325771026469412 -0.00064747407004140398 0.0010944885901340545 -0.0008384612858555418 -0.00035641088545212822 -0.00014246361833135656 0.00012904135476339015 0.0011455849185820568 0.00029661021143145735 0.00062815827744743815 -4.048182810310192e-05
leaf_weight=0.001027921849592303 0.0011548847166343501 0.0011255275497514807 0.0010423661979232215 0.0016611519803892165 0.0010674276150872122 0.0013441761848227421 0.0010896106851401299 0.0014511427912144437 0.0013393883537256013 0.0014338025466500382 0.0011591250980500546 0.0013736425383995337 0.001332645265051907 0.0014892510330948199 0.0015407502041915157 0.0015810028777893947 0.0011374993114152687 0.0011282396696418451 0.0012338127450540184 0.0010199976605416968
leaf_count=592 332 64 439 186 81 123 81 101 103 41 80 149 112 146 644 75 50 114 260 137
internal_value=0 1.02644e-05 5.73165e-05 9.88044e-05 0.000143518 0.000179875 0.000224118 0.000546473 0.000867081 0.000131652 0.000207522 0.000125424 -2.27663e-05 0.000118615 0.000254611 0.000577887 0.000435148 0.000722832 0.000200222 -0.00035062
internal_weight=0 0.0257054 0.0245506 0.0235082 0.0223827 0.0213152 0.0199711 0.00445168 0.00279053 0.0155194 0.0134098 0.011976 0.00902132 0.00768868 0.00652955 0.00295465 0.0050403 0.00226574 0.00277456 0.00210961
internal_count=3910 3318 2986 2547 2483 2402 2279 390 204 1889 1671 1630 1406 1294 1214 224 1068 164 904 218
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=20
num_cat=0
split_feature=133 1456 1374 14 13 48 0 132 150 41 474 160 52 2 3 43 15 15 3
split_gain=0.00030782 0.000310271 0.000285208 0.000241343 0.00024202 0.000233791 0.000235085 0.000199871 0.000187943 0.00018759 0.000200176 0.000384604 0.000206473 0.000197394 0.000174154 0.000226153 0.000214075 0.000145964 5.7013e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 -0.26418499999999995 0.11930500000000001 -0.23029999999999998 0.079995000000000011 0.090695000000000012 0.075585000000000013 0.059400000000000008 -1.0000000180025095e-35 0.10062000000000001 0.099370000000000014 -0.074234999999999982 -0.089949999999999988 -0.017214999999999998 -0.0039399999999999991 -0.084014999999999992
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 17 6 -6 8 9 10 11 -8 13 14 15 -13 -16 -4 -17
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 16 18 -18 -19 -20
leaf_value=-0.00078354013227948055 -0.00082507591641356578 -0.0007200034697134722 0.00019535771758856759 -0.00060949662129817562 0.00062107442647862531 -0.00055953531387532385 -0.00061014296225099865 0.00058031115911157507 -0.00058853924792244875 -0.00056645285974311216 0.00075778385445408598 -0.00010251585653755108 0.00081895827783423105 -0.00038953392790484688 -0.00041617024585042562 0.0010129818617241795 0.00038480840715094007 0.00096576497252098804 0.0005135421578511361
leaf_weight=0.0011051450695490793 0.0010823275009953252 0.0010844775512435225 0.0011312136179534027 0.0011156975976986385 0.0019662928685946135 0.0013114815128938686 0.0017927494614776796 0.0015578356875647755 0.0011997676135764588 0.001080339946765819 0.0010301958727781052 0.0011347102860544698 0.0010467922863605381 0.0016420170318817741 0.0017299862556137587 0.0010284238331848107 0.0014798662749049276 0.0012237909602229547 0.0011655010128207846
leaf_count=343 545 64 127 89 75 103 416 209 166 95 211 118 126 278 173 301 79 46 346
internal_value=0 1.72172e-05 5.45237e-05 9.16298e-05 0.000127978 7.05063e-05 0.000116785 5.43754e-05 -2.79845e-06 5.07219e-05 0.000106053 4.51272e-05 0.000172438 8.97081e-05 0.000210061 0.00045784 -4.68881e-05 0.000595704 0.000747659
internal_weight=0 0.0248263 0.0237211 0.0226367 0.021521 0.019166 0.0178545 0.0158882 0.0143303 0.0131306 0.0120502 0.01102 0.0092273 0.0081805 0.00653849 0.00332864 0.00320985 0.002355 0.00219392
internal_count=3910 3365 3022 2958 2869 2696 2593 2518 2309 2143 2048 1837 1421 1295 1017 765 252 173 647
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=13
num_cat=0
split_feature=1 4 4 4 52 39 47 4 15 13 3 13
split_gain=6.28432e-05 0.000130743 9.80069e-05 9.72719e-05 7.88483e-05 9.83572e-05 0.00014765 0.000169351 0.000211388 0.00012562 0.000102296 6.8487e-05
threshold=0.085835000000000009 -0.084009999999999987 -0.0031049999999999997 -0.49837999999999999 -0.27466499999999994 0.085060000000000011 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.00059999999999999995 0.094625000000000015 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 9 -9 -6 -10 -5
right_child=4 2 -4 11 5 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0014050048313717152 -0.0016970982334936792 -0.0034936592326585527 -0.00067249089266519717 9.8727295131486367e-06 0.0012500368148725129 0.0023462035441453796 -0.0016385715777802968 -0.00057020818174678602 0.001728364687305355 -0.0019804407090247013 0.0047179376552815887 0.0026484944014164248
leaf_weight=0.0011749710511265721 0.0010386380449884372 0.0011913665087247578 0.0017886715396731295 0.0011749303586028464 0.0011574320311860545 0.0014513537968048164 0.0019686639506297371 0.0015558725465405487 0.0016354359510893646 0.0017648491258535652 0.0011197215100916119 0.0011117283496986314
leaf_count=75 199 1086 594 119 461 328 210 117 101 205 89 326
internal_value=0 -0.00063026 -0.00180034 0.000377038 0.000307099 0.000502497 0.000211704 0.000715286 0.00167529 -0.000700941 0.00294335 0.00129272
internal_weight=0 0.00644167 0.00298004 0.00346163 0.011692 0.0106533 0.00920198 0.00723331 0.00431103 0.00292228 0.00275516 0.00228666
internal_count=3910 2200 1680 520 1710 1511 1183 973 307 666 190 445
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=20
num_cat=0
split_feature=1213 1374 1456 38 43 3 159 150 0 42 39 43 15 49 49 13 15 13 3
split_gain=0.000378479 0.000319128 0.000328828 0.000212827 0.000184122 0.00041693 0.000282453 0.000240032 0.000312273 0.000215484 0.00032174 0.000303465 0.000269189 0.000277221 0.000287326 0.000402099 0.000135094 0.000280622 0.000180717
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.084445000000000006 0.18078000000000002 0.16699000000000003 -0.034019999999999988 -1.0000000180025095e-35 -0.23029999999999998 -0.10770999999999999 0.085060000000000011 -0.26007999999999992 0.084050000000000014 -0.084674999999999986 -0.029304999999999998 0.00079000000000000012 -0.075094999999999981 -0.0071449999999999994 -0.015794999999999997
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 -4 -8 -9 -10 11 -11 13 -13 -15 16 17 -16 -18
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 12 -14 14 15 -17 18 -19 -20
leaf_value=-0.00087835426324661117 -0.00075634133331114973 -0.00071160538745163764 -0.00046716212174239971 -0.00049342754739502173 -0.00041308237911877365 0.00093634270271300698 -0.00045294207081633881 0.00082142464492946808 -0.00047222668197691251 0.00078061690459149766 0.00096723881088119209 -0.00055020635350431016 -0.0006362516437925348 0.00083930320297199317 -0.00051273812728991894 -0.0006179547913643473 0.00073850714576041048 0.00048991328620383702 6.2559778319583041e-05
leaf_weight=0.0010370352662269966 0.0010752065340784425 0.0011306337703108722 0.001670510564783608 0.0012394905131829495 0.0012584348608837724 0.001372854485637536 0.0012542308606006127 0.0015904598301390476 0.001121351102775516 0.0013359401551833435 0.0010485780526648851 0.0011450636619206875 0.0011064624909877261 0.0013155841753214057 0.0011640311781601076 0.0013491422330206698 0.0019658672487854294 0.0012066680684744667 0.001465233209524206
leaf_count=592 68 332 358 82 229 152 137 64 120 57 245 94 490 84 233 157 271 50 95
internal_value=0 1.99867e-05 5.51465e-05 9.34888e-05 0.00012753 0.000161357 0.000104581 0.000160537 0.000209192 0.000140735 0.000193193 0.000125859 4.42474e-05 0.000122585 0.000213577 9.84601e-05 0.000265054 -2.39611e-06 0.000449847
internal_weight=0 0.0248157 0.0237405 0.0226099 0.0213704 0.020112 0.0187391 0.0170686 0.0158144 0.0142239 0.0131026 0.012054 0.0107181 0.00961159 0.00846653 0.00715094 0.0058018 0.0023707 0.0034311
internal_count=3910 3318 3250 2918 2836 2607 2455 2097 1960 1896 1776 1531 1474 984 890 806 649 283 366
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=23
num_cat=0
split_feature=51 124 133 50 48 4 148 158 3 47 3 52 2 15 1 15 150 52 49 12 2 13
split_gain=0.000313543 0.000456407 0.000281922 0.000347906 0.000319942 0.000335128 0.00026129 0.000220478 0.000232255 0.000443138 0.000267276 0.000252146 0.000243004 0.000408788 0.000321984 0.000209335 0.000189887 0.000253116 0.000128731 9.06734e-05 7.9882e-05 5.41993e-05
threshold=-0.40274499999999996 0.10385500000000002 0.10681500000000001 0.11812000000000002 0.12675000000000003 0.49433000000000005 -0.080629999999999993 0.084965000000000027 0.10420500000000001 0.084155000000000021 -0.15327499999999997 0.10599500000000002 0.099015000000000006 -0.11739999999999999 0.10752500000000002 -0.068324999999999983 0.086870000000000017 -0.092084999999999986 -1.0000000180025095e-35 0.084100000000000022 0.083585000000000007 -0.26418499999999995
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 10 21 -8 12 13 -12 16 -14 17 -15 -19 20 -20 -10
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 15 14 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00087178821469145555 -0.00069145409257388311 0.0010572859431049464 -0.00082145795705191433 -0.00089521248098602037 -0.00074209265494777589 0.000924531614290178 0.00062056903911999269 -0.00061798882949991719 0.0011930816676220333 -0.0003048571810443308 -0.0009261201610181076 -0.00077174292127029926 0.0010819678137474387 -0.00067078579736675836 0.00085867892533218325 5.7692994816401466e-05 -0.00060565228408609485 0.00074667315157600804 -4.8521216982517008e-05 -0.0002865363918736725 0.0005677854672122047 0.0006955908484828319
leaf_weight=0.0010913757189940634 0.0011842828210175673 0.001105902759392193 0.001127525701820317 0.0010728692698980377 0.0012628817596187494 0.0012719248636427856 0.0019447040792241925 0.0010789244971416414 0.0011200631693050189 0.0011655193980182332 0.0013057529608882833 0.0011316837032586966 0.0010081434504678093 0.0010192815730205558 0.0011714098656130101 0.0011495729385814224 0.0014229330390553852 0.0010220001749325931 0.0010783111865480159 0.0011742756497212237 0.0011918658956830419 0.0012444633879375991
leaf_count=145 117 42 523 185 73 213 181 253 81 41 134 293 146 191 67 97 142 96 80 698 51 61
internal_value=0 2.57103e-05 -1.96534e-05 1.79829e-05 6.06768e-05 0.000107428 5.6515e-05 0.000102581 0.000145416 0.000523123 5.42167e-05 -3.26762e-05 3.9779e-05 -7.43579e-05 6.32882e-05 0.000536262 -7.15756e-05 6.69575e-05 0.000235317 8.35925e-05 0.000275046 0.00093125
internal_weight=0 0.0262543 0.0251484 0.0240209 0.022948 0.0216851 0.0204132 0.0192289 0.01815 0.00353005 0.0146199 0.0126752 0.0115435 0.00938583 0.00808008 0.00215772 0.00690867 0.00548573 0.00446645 0.00344445 0.00227018 0.00236453
internal_count=3910 3765 3723 3200 3015 2942 2729 2612 2359 183 2176 1995 1702 1459 1325 243 1258 1116 925 829 131 142
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=14
num_cat=0
split_feature=14 1 0 157 16 12 0 1 1 16 48 42 133
split_gain=6.22226e-05 6.40142e-05 0.000129033 0.000111433 0.000150023 0.000201034 0.00014162 0.000179322 0.000169804 0.000133927 0.000110107 7.7159e-05 7.26065e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.15713499999999997 0.11052000000000002 0.11368000000000002 0.24895000000000003 0.091555000000000011 0.085330000000000003 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 10 -8 -7 -5 12 -4
right_child=-2 3 11 4 5 9 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0030426798093095547 -0.001893151835489813 0.0024760345771095574 -0.00035309519428667073 -0.00086749335320056981 0.0012761268785302013 -0.004091284662683394 0.00033752574511239152 -0.003076278028978884 0.0037565960522746053 -0.00039440316876658061 0.0027700042281510271 -0.0016980936641027295 0.0020150313512077912
leaf_weight=0.0010596788870952372 0.001017131632777806 0.0013908161756329704 0.0019478464698371315 0.0010089881870336552 0.0013666804278301414 0.0013403302150366567 0.0019228353911922222 0.0010046568677635759 0.0016143957634452027 0.0010604586067985977 0.0010021051914059775 0.0012141883821963941 0.0013071082922213179
leaf_count=463 138 246 529 71 163 286 423 86 282 193 39 689 302
internal_value=0 8.52343e-05 -0.000604103 0.000410667 0.000132331 -0.00110362 0.000842911 -0.000394615 0.00189799 -0.00245833 0.000945031 -2.58924e-05 0.000597885
internal_weight=0 0.0172401 0.00552882 0.0117113 0.0103205 0.00376747 0.00655298 0.00301575 0.00353723 0.00240079 0.00201109 0.00446914 0.00325495
internal_count=3910 3772 1983 1789 1543 642 901 196 705 479 110 1520 831
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=14
num_cat=0
split_feature=4 12 39 3 133 49 3 4 4 52 2 3 4
split_gain=6.73556e-05 0.000103993 0.000110717 0.000137267 0.000103882 0.000124043 0.000102423 0.000223832 0.000236062 7.08435e-05 6.53203e-05 0.000104028 5.67427e-05
threshold=0.27020000000000005 -0.092644999999999991 0.005105000000000001 0.13772500000000001 1.0000000180025095e-35 -0.085974999999999982 -0.100615 -0.032604999999999995 -0.0010999999999999996 0.0033900000000000002 -0.13811499999999996 0.11265500000000002 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -8 -9 -7 -2 -12 -10
right_child=10 2 -4 -5 -6 6 7 8 12 -11 11 -13 -14
leaf_value=-0.002468215130034453 -0.00069827081147289677 -0.0027465747560588495 0.001840867471334662 0.0016893222923425335 -0.0026022912207911198 3.7161141511834632e-05 -0.0035790652544441309 0.0032606001680949271 -0.0021407258854617439 0.0027792609725151001 0.0033897222628138722 0.00016707644709179742 4.6317239179422088e-05
leaf_weight=0.0011775555267438649 0.0010203243030966896 0.0011317663785384881 0.0016283465744865505 0.0017492445525679754 0.0014399460366545718 0.001153871615900917 0.0011710449082120069 0.0011497374254553477 0.0012603072612786216 0.0011234614422960254 0.0011172405421328935 0.0013203855969659631 0.0016617266428079827
leaf_count=124 68 97 183 109 1195 211 886 191 197 69 267 137 176
internal_value=0 -0.000253133 -5.94811e-05 -0.00032081 -0.000669231 -0.00034751 1.35441e-05 -0.000584308 0.000276987 0.0013899 0.000952957 0.00164412 -0.00089698
internal_weight=0 0.014647 0.0134695 0.0118411 0.0100919 0.00865192 0.00752015 0.00524282 0.00407177 0.00227733 0.00345795 0.00243763 0.00292203
internal_count=3910 3438 3314 3131 3022 1827 1730 1450 564 280 472 404 373
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=22
num_cat=0
split_feature=1213 51 124 133 453 38 50 457 42 156 474 160 2 49 3 12 51 43 12 0 2
split_gain=0.000417496 0.000313377 0.000352011 0.000259011 0.000266793 0.000277553 0.000286864 0.00021574 0.000207516 0.000240692 0.000308002 0.000229753 0.000246245 0.000428423 0.000430664 0.000301289 0.000241483 0.000209534 0.000129539 0.0001732 9.3184e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10385500000000002 0.10681500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10625000000000001 -0.0034949999999999994 -0.097204999999999986 0.084090000000000012 0.085165000000000018 0.091575000000000017 1.0000000180025095e-35 -0.029304999999999998 -0.077894999999999978 0.09641000000000001 0.08955500000000001 0.088185000000000013 0.080120000000000011 -0.07773999999999999 0.106035
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 -3 -9 11 -11 12 13 -10 -15 16 17 18 20 -20 -14
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 15 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0010532457232067958 -0.00087214799612293672 -0.00044639659691003084 0.00099498128857531385 -0.00078586273260059783 -0.00076083190106862001 -0.00069701435974453508 -0.00064554528985266257 -0.00047353696216676487 0.00087305628768031098 -0.00087596985900387312 0.00036409896817498748 -0.00020863314042076359 0.00093440959091504528 -0.0010846473556210738 0.0002539200580721166 -0.00018001830881710594 -1.5442250164548133e-05 0.00015290224451273572 0.000302735844595929 0.0011940370971539227 0.0015172018351259416
leaf_weight=0.001013421332102262 0.0010162460464154524 0.0013492523416550875 0.0010330248042793857 0.0010355395204389673 0.0010331217763227532 0.0011339160346996993 0.0011864604003096703 0.00104892256602217 0.0012842351610781177 0.001038252780578299 0.0011216079775087651 0.0017150993350369551 0.00175183230937312 0.0010736219173403949 0.001628316712930543 0.0011974859792134238 0.0010729471361485866 0.001048072919333079 0.0014204706505169451 0.001000091713950998 0.0012768066012100411
leaf_count=592 133 165 42 447 94 81 313 138 81 234 172 156 87 140 183 149 109 96 319 47 132
internal_value=0 2.05793e-05 5.76862e-05 1.63364e-05 5.34539e-05 9.28618e-05 0.000137172 0.000185979 0.000234245 0.000278891 -0.000232007 0.000355155 0.000430972 9.28637e-05 -0.000277963 0.00058469 0.000705654 0.000824735 0.000953952 0.00067099 0.0011801
internal_weight=0 0.0254653 0.0244491 0.0234161 0.0223805 0.0213474 0.0202135 0.019027 0.0176778 0.0166288 0.00215986 0.014469 0.0127539 0.00398617 0.00270194 0.00876771 0.00757022 0.00649727 0.0054492 0.00242056 0.00302864
internal_count=3910 3318 3185 3143 2696 2602 2521 2208 2043 1905 406 1499 1343 404 323 939 790 681 585 366 219
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=14
num_cat=0
split_feature=484 15 3 159 49 42 0 12 1 4 48 4 15
split_gain=6.67276e-05 8.15699e-05 0.000140547 0.000132336 0.000138956 0.000123221 0.000104538 0.000123052 9.40342e-05 0.000146878 6.2631e-05 8.92883e-05 5.14374e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 0.073745000000000019 -0.006494999999999999 0.084100000000000022 -0.083564999999999987 0.051320000000000005 0.085990000000000011 -0.00072999999999999985 0.094275000000000012 0.070230000000000015 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -8 -4 -10 11 -11 -13
right_child=1 3 8 -5 5 -7 7 -9 9 10 -12 12 -14
leaf_value=-0.0018468113096205133 0.0032179101964029339 -0.0028373093885982435 -0.0019115603615551865 0.0018821842556054147 0.002630676710156534 -0.0025521083333655365 0.001469014179382812 -0.0022288616384893408 0.0028789525077013902 -0.0023191389280491767 0.0015609144234454348 -0.00071489793245111321 0.0017333854319074842
leaf_weight=0.0012695389783388402 0.0012542252208399829 0.0019198704046228948 0.0011717113057268273 0.0013325279340971191 0.0011257006757207292 0.0011518728289450636 0.0012074369238722804 0.0012421283580446862 0.0015102181577946877 0.0013180423930957415 0.0012155690894228338 0.0013314165711830416 0.0010398862055288056
leaf_count=612 123 206 577 211 282 631 64 481 212 100 96 234 81
internal_value=0 0.000114328 0.000660034 -0.000490297 -0.000965909 -0.000205862 0.000550047 -0.000406109 0.000237177 0.000629639 -6.29221e-05 -0.000597945 0.000358747
internal_weight=0 0.0168206 0.00884107 0.00797954 0.00664701 0.00472714 0.00357527 0.00244957 0.00758684 0.00641513 0.00490491 0.00368935 0.0023713
internal_count=3910 3298 1423 1875 1664 1458 827 545 1300 723 511 415 315
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=14
num_cat=0
split_feature=41 42 158 43 43 42 13 2 16 16 49 48 3
split_gain=6.54678e-05 0.000104545 0.000109036 0.000130255 0.000125132 0.000223274 9.71606e-05 0.000112495 9.38523e-05 0.000130478 0.000137836 0.000152798 0.000108762
threshold=0.078150000000000011 -0.10770999999999999 0.085745000000000002 -0.074254999999999988 -0.080894999999999981 0.087065000000000017 -0.10939499999999998 0.10571000000000001 0.050115000000000007 -0.0092949999999999994 -0.029304999999999998 0.086455000000000018 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 9 10 11 -8 -12
right_child=-2 2 -4 6 -6 -7 8 -9 -10 -11 12 -13 -14
leaf_value=-0.0018467672617503241 -0.0014521585040388775 0.0021317965279472545 -0.0018351516099176831 0.0023384103461933986 0.0031955771769967222 -0.0012181691428945736 0.0021234131657118789 -0.00033289653546268039 -0.0020755970625214253 0.0020334121940230906 -0.0028974127582707659 -0.0011701307945405864 -0.00031284025822060391
leaf_weight=0.0011004368576406848 0.0012503022003163547 0.0019342939998914059 0.0010138294318276881 0.0013542565983609561 0.0011001636952851284 0.0014898273380889466 0.0013072998529517496 0.0013138228887958903 0.0012170653971845524 0.0010140744161131173 0.0012797411547629898 0.0010949134286952211 0.0014913514930575758
leaf_count=216 201 644 360 90 265 251 74 137 387 168 958 44 115
internal_value=0 9.07855e-05 0.000227369 0.000370622 0.00128735 0.000674234 -4.11429e-05 0.001023 -0.00042459 -9.98348e-05 -0.000517995 0.000622237 -0.00150644
internal_weight=0 0.0167111 0.0156106 0.0145968 0.00452429 0.00342412 0.0100725 0.00266808 0.00740445 0.00618738 0.00517331 0.00240221 0.00277109
internal_count=3910 3709 3493 3133 1160 895 1973 227 1746 1359 1191 118 1073
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=20
num_cat=0
split_feature=31 133 1374 457 3 484 48 48 0 484 150 40 13 47 4 12 12 0 13
split_gain=0.000349471 0.000335201 0.000303289 0.000248119 0.000277059 0.000321126 0.000267087 0.000280501 0.000222767 0.00020496 0.000161979 0.000263383 0.000248806 0.000365068 0.0002791 0.000337774 0.000198438 0.000127922 0.000134679
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.090920000000000015 0.16699000000000003 -0.0043499999999999988 0.11930500000000001 0.10322500000000003 -0.23029999999999998 0.088180000000000022 0.090145000000000017 -1.0000000180025095e-35 0.25430000000000003 0.086425000000000016 0.22584000000000001 0.096055000000000015 0.090385000000000007 -0.13027499999999997 -0.0019849999999999994
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 -10 13 14 15 16 17 -13 -19
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 -20
leaf_value=0.00096941591821588641 -0.00089952471492988099 -0.00099665185114296327 -0.00088177544789980579 0.00081773925571148709 0.00059954852492502477 0.00066683583547362166 -0.00083417539464143307 0.00086001734181962971 -0.00059333439117597632 -0.00077341397240213736 -0.00052169253751356266 0.0004934125957701043 0.00087313994091199859 -0.00069139254064266148 0.00099666356365553941 -0.00080867176535304847 0.00073752813412017817 0.0001658677009671505 -0.00063074699352051451
leaf_weight=0.0010132967757123931 0.0010699322135536695 0.0010510426383828026 0.0013288419077140566 0.0011094571234707687 0.0019727037986003023 0.0012712157124070622 0.001084006058085756 0.0011337027312076598 0.0016053021453448094 0.0011391897529384543 0.0016446817251573329 0.0011624809522785507 0.001221947344704378 0.0015857362386400981 0.001118398945840593 0.0010580132640497855 0.001657033662505969 0.0013765756958224141 0.0011227484421289114
leaf_count=113 63 540 508 125 157 43 88 72 193 226 126 73 46 169 86 229 276 604 173
internal_value=0 -5.33864e-05 -1.14874e-05 3.0569e-05 -1.0084e-05 -7.17258e-05 -1.25197e-05 3.95759e-05 -1.86912e-05 -7.80056e-05 -1.95531e-05 4.97989e-05 0.000150006 5.26999e-05 0.000210124 7.21775e-05 0.000247394 2.55999e-05 -0.000191988
internal_weight=0 0.024713 0.023662 0.022592 0.0214826 0.0195099 0.018181 0.017097 0.0159633 0.0146921 0.0135529 0.0119082 0.0103029 0.00908099 0.00749525 0.00637685 0.00531884 0.00366181 0.00249932
internal_count=3910 3797 3257 3194 3069 2912 2404 2316 2244 2201 1975 1849 1656 1610 1441 1355 1126 850 777
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=20
num_cat=0
split_feature=1374 133 1456 133 41 38 123 39 3 0 457 160 484 15 42 51 43 13 0
split_gain=0.000312159 0.000314223 0.000318234 0.000220812 0.000208915 0.000326714 0.000186735 0.000312463 0.000232392 0.000339597 0.00034406 0.000358511 0.000299414 0.000297499 0.000280348 0.000212816 0.000239174 0.000169234 0.00014952
threshold=-0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 0.091290000000000024 0.079885000000000025 1.0000000180025095e-35 0.084845000000000018 0.005105000000000001 -0.12008499999999998 -0.053834999999999994 -0.0034949999999999994 -1.0000000180025095e-35 0.085515000000000022 -0.048914999999999993 0.08401500000000002 0.083165000000000017 -0.073139999999999983 0.068400000000000002 0.039665000000000006
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 17 10 -10 12 -12 15 -15 16 -13 -4 -19
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 13 -14 14 -16 -17 -18 18 -20
leaf_value=-0.00077171135095734729 -0.00070269226579925163 -0.00074548311494433369 0.00086548767407645477 0.00067727463281994733 -0.00047265938833721205 -0.00069322006782042303 -0.00034255238324131166 0.0008194273232070287 -0.00065875366683920027 -0.00054257755782799574 -0.00075354062341362652 0.00082769537689411513 0.00029876440423267655 -0.00039338067176612111 0.00057713492240467465 0.0011150173726507063 2.4445192417837656e-05 -0.00015821729628349591 0.00057151585892094932
leaf_weight=0.001079242345592534 0.0010991435310307085 0.001065739768342718 0.0013256315904443998 0.0013242747535922332 0.001435184369522168 0.0010380244997800206 0.0015266849205932366 0.0015222987693913606 0.0010448520920599757 0.0018531363029795798 0.001262077245024835 0.0015196974300074606 0.0010525291883333454 0.0015702172204679751 0.0010570313672447346 0.0012864167553271466 0.0016314847750704773 0.0011614698680799673 0.001224061797664433
leaf_count=68 343 541 89 191 149 76 184 130 201 224 334 68 104 544 259 49 179 75 102
internal_value=0 2.85523e-05 6.30184e-05 9.98751e-05 6.43285e-05 0.000102717 0.000146116 0.00018872 0.00012867 3.21014e-05 0.000134263 0.000222603 -0.000275022 0.000385636 -2.90928e-06 0.000615672 0.000411823 0.000448141 0.000216223
internal_weight=0 0.025 0.0239342 0.0228351 0.0215108 0.0200756 0.0190376 0.0175109 0.0159886 0.0122774 0.0104243 0.00937945 0.00231461 0.00706485 0.00262725 0.0044376 0.00315118 0.00371116 0.00238553
internal_count=3910 3842 3301 2958 2767 2618 2542 2358 2228 1962 1738 1537 438 1099 803 296 247 266 177
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=15
num_cat=0
split_feature=15 158 14 457 156 15 0 47 42 43 16 48 1 1
split_gain=6.9327e-05 0.000134232 0.000116221 0.000108873 0.000115384 0.000124149 0.000223393 0.000221348 0.000126797 0.000261334 0.000180807 9.93872e-05 9.71375e-05 7.34572e-05
threshold=-0.24219999999999997 0.084965000000000027 -0.10523499999999998 -0.0034949999999999994 0.085790000000000019 -0.11739999999999999 -0.10575999999999998 0.085165000000000018 -1.0000000180025095e-35 -0.083899999999999988 -0.0099649999999999982 0.086455000000000018 0.091035000000000019 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 11 8 -8 -10 -11 12 -7 -9
right_child=1 -3 -4 4 -6 6 7 13 9 10 -12 -13 -14 -15
leaf_value=-0.00034737295974190176 -0.0022650369552939045 -0.0028801089898914884 0.0031676308195106675 -0.0018393964933680652 -0.0020086696166975631 0.0016811345879239983 -0.003294667567276663 0.0035203560203471811 0.0021134754741147397 -0.0036905382548472888 8.4224209569720124e-05 0.00065591008738010933 0.0050085131316674122 0.00071646180764230432
leaf_weight=0.0012032249321766789 0.0011481416858854033 0.0010115156506668678 0.0010004220358807011 0.0012865867180302535 0.0012712103238679698 0.0010085651360025594 0.0010054744927823602 0.0010120477437142589 0.0016585213344131686 0.0013726977559822971 0.0015908421266055688 0.001285021979721801 0.0010296237039280065 0.0011696721526650578
leaf_count=136 293 346 181 208 395 108 743 112 182 629 328 64 113 72
internal_value=0 -0.000194149 0.00124839 -1.105e-05 0.000177982 0.000401807 0.000660824 -4.33681e-05 -0.000842192 -0.000308685 -0.00166423 0.00231561 0.00336201 0.00201712
internal_weight=0 0.0158499 0.00220365 0.0148384 0.0136903 0.0124191 0.0111325 0.00780926 0.00562754 0.00462206 0.00296354 0.00332321 0.00203819 0.00218172
internal_count=3910 3593 317 3247 2954 2559 2351 2066 1882 1139 957 285 221 184
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=14
num_cat=0
split_feature=15 11 16 3 16 1 0 16 4 43 15 150 0
split_gain=5.66978e-05 0.000102607 8.93016e-05 8.84245e-05 0.000125513 0.000135537 0.000129964 0.000127917 0.000112749 0.000112601 0.00010223 0.000172543 8.19975e-05
threshold=-0.24219999999999997 0.080455000000000013 -0.23935499999999996 -0.12008499999999998 -0.30307999999999996 0.094385000000000011 -0.099864999999999995 -0.071319999999999981 -0.15796999999999997 -0.079109999999999986 -0.0071449999999999994 0.083205000000000015 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 10 7 -7 -2 -8 11 -6 -12
right_child=1 -3 -4 4 5 6 9 -9 -10 -11 12 -13 -14
leaf_value=0.0023802312794410137 0.0025581017957576713 -0.0022853824276530691 -0.00041042851147348261 -0.0020373655937559647 -0.0039203795463813862 0.00060274318737877882 -0.001724682670043806 0.0038768109156884036 -0.00051513550622200074 0.0010978226163416542 0.0010702880833981937 -0.00022642027533395284 -0.0011488424687276599
leaf_weight=0.0011260749137367249 0.0013107031305761296 0.0010120457859442425 0.0010609061746733081 0.0016177099306548251 0.001027737473747516 0.0012780818556965556 0.0012216825745615251 0.0010238657109531979 0.0010045342318023556 0.0015001008014519507 0.0018279564382933809 0.0014554334880273467 0.0014012662433346217
leaf_count=192 54 206 125 252 838 72 149 101 127 287 1223 187 97
internal_value=0 -0.000159802 0.00102648 -1.31543e-05 -0.000245139 2.49125e-05 0.000851861 0.00205899 0.00122469 -0.000169069 -0.000702342 -0.00175528 0.000107334
internal_weight=0 0.0156811 0.00218698 0.0146691 0.0123538 0.0107361 0.00502373 0.00230195 0.00231524 0.00272178 0.00571239 0.00248317 0.00322922
internal_count=3910 3593 317 3387 3206 2954 609 173 181 436 2345 1025 1320
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=15
num_cat=0
split_feature=14 48 11 52 52 0 13 2 2 1 2 3 43 52
split_gain=5.65634e-05 6.88258e-05 0.000106148 7.97296e-05 0.00014887 0.000230618 0.000169211 0.000179876 0.00016772 0.000119841 0.000118472 0.000103146 0.000144556 8.87821e-05
threshold=0.05884000000000001 -0.064549999999999982 0.081005000000000008 0.28122000000000008 0.10701500000000001 0.15480500000000005 -0.083514999999999992 0.11230000000000001 0.090695000000000012 0.099595000000000017 0.097940000000000013 -0.075679999999999983 -0.074254999999999988 -0.06724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 11 10 -3 -8 -13 -14
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 -15
leaf_value=0.0020773283078060244 -0.0019888218397496609 -0.00095171337229483003 -0.0026121009493996457 -0.0021256109292465747 0.0028992129310778307 -0.0039170189534098758 -0.0026383232634238493 -0.00338604727808963 0.0023748066786036738 0.0043434678821883945 0.0029802134225883018 0.0027481269289402039 -0.0029691865858317377 0.00064478099850770075
leaf_weight=0.0012061843702816889 0.0010098181267413622 0.0012238285601911007 0.0011066757157376381 0.0010547238292925561 0.0014724401095543788 0.0010096541297240922 0.0013664577169245785 0.0012019540464727543 0.0018918783955237089 0.0010713605347320559 0.0010473494668867822 0.0010666128353219173 0.0010017546354025575 0.0010007535963487231
leaf_count=194 141 607 177 342 316 48 846 272 439 175 69 90 84 110
internal_value=0 0.000102677 -5.08341e-05 0.000145886 0.000325292 6.31645e-06 0.000370668 -0.000342673 0.000235442 0.00197754 0.000861487 -0.000677048 0.000196166 -0.00116311
internal_weight=0 0.0167216 0.0155154 0.0144088 0.013354 0.0118816 0.0108719 0.00752941 0.00632746 0.00334254 0.00227118 0.00443558 0.00306912 0.00200251
internal_count=3910 3769 3575 3398 3056 2740 2692 1841 1569 851 676 1130 284 194
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=21
num_cat=0
split_feature=51 1 47 133 133 47 12 50 2 52 1 3 12 16 52 42 0 2 48 40
split_gain=0.000331712 0.000366974 0.000327014 0.000374004 0.00027141 0.000291155 0.000239492 0.00033263 0.000276141 0.000178164 0.00025116 0.000410731 0.000166249 0.000338347 0.000271903 0.00022839 0.000310207 0.000216063 0.000184426 0.000123638
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10681500000000001 0.085625000000000021 0.10783500000000001 -0.013124999999999998 0.086465000000000014 0.094825000000000007 -0.072349999999999984 0.089075000000000015 -0.078669999999999976 0.080120000000000011 -0.0090499999999999973 0.10218500000000001 0.083725000000000008 -0.045139999999999993 0.085355000000000014 0.090910000000000005 -1.0000000180025095e-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 8 9 -2 10 11 -8 13 17 15 16 -14 -11 -19 -6
right_child=1 -3 -4 -5 19 -7 7 -9 -10 12 -12 -13 14 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.00089934814532632455 -0.0010935876715614612 0.00080195127866912171 -0.00087825395755184127 -0.00092348979460570317 0.00098446569698658012 0.00082268517154887068 -0.00054203826570147352 -0.00077027614862139847 -1.203979420897304e-05 0.00078273374797213917 -0.00059912638723760576 0.00073672639074403028 -0.0007341950462986215 0.0010856681822736267 -0.00069892522156426691 0.00061353060626148789 0.00039514700625401243 -0.00041580553950413456 0.00044328914242440807 0.00024112558472116894
leaf_weight=0.0010085963217695169 0.0010960644744841637 0.0014190834798803618 0.0010635517199686353 0.001005654133951781 0.0010214978078310136 0.0010139478085648959 0.001145890448839379 0.0012118230828161323 0.0012642230674543495 0.0010001230977518816 0.0019469532510705823 0.0013731925293129993 0.001123533738376173 0.0013473574288047664 0.0010740737069540596 0.0018098003998405984 0.0013102361525199118 0.0015869422363471442 0.0010214102930472535 0.0012223158649836792
leaf_count=145 85 157 114 498 121 58 180 376 156 45 229 88 437 72 233 319 28 107 31 431
internal_value=0 2.30509e-05 -2.37084e-05 1.65508e-05 6.03794e-05 1.02719e-07 -4.54452e-05 2.39283e-05 -0.000514286 8.92246e-05 -0.000173738 0.000155037 0.000203538 0.00041134 9.87537e-06 0.000189277 -0.000126206 0.000159555 -7.93908e-05 0.000579532
internal_weight=0 0.0250577 0.0236386 0.022575 0.0215694 0.0193256 0.0183116 0.0159513 0.00236029 0.0147395 0.00446604 0.00251908 0.0102735 0.00495583 0.00531764 0.00424357 0.00243377 0.00360848 0.00260835 0.00224381
internal_count=3910 3765 3608 3494 2996 2444 2386 2145 241 1769 497 268 1272 255 1017 784 465 183 138 552
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=22
num_cat=0
split_feature=51 124 133 50 15 38 156 1 12 43 42 15 43 52 47 2 150 52 15 4 2
split_gain=0.000406247 0.000464426 0.000291199 0.000328488 0.000341413 0.000302392 0.00034505 0.00030915 0.000265319 0.000297579 0.000355891 0.000305844 0.000235579 0.000198347 0.000218117 0.000264742 0.000276237 0.000145526 0.000106688 0.000100993 4.98488e-05
threshold=-0.40274499999999996 0.10385500000000002 0.10681500000000001 0.11644500000000001 -0.26361999999999991 1.0000000180025095e-35 0.091280000000000014 0.12485500000000001 0.099370000000000014 -0.15648499999999999 0.085545000000000024 -0.050004999999999994 0.0033500000000000005 0.084240000000000023 0.091210000000000013 0.10251500000000001 0.086645000000000014 -0.087094999999999992 -0.46267999999999992 -0.016464999999999997 0.096970000000000015
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 18 6 7 8 9 -6 12 -12 13 14 15 16 17 -11 -2 -19 -14
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 20 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0010398514829351249 0.00025794136620218915 0.0010380549829597755 -0.00087223966962860226 -0.00087510230951551467 0.00080408253897644747 -0.00083194899247853804 -0.00087750766711770464 0.00092956205565316013 -0.00056082209545743134 -0.00018425976257142464 -7.5737898789274001e-05 -0.0011737199466684933 0.00037526303656517919 -0.00055373855857322556 -0.00054391974732932041 0.00080481996717788619 -0.00058424510408477558 0.00088422021277821282 0.00094244411296433121 0.00018637543877504697 0.00085339031300194423
leaf_weight=0.0010010598234935627 0.0011218560217124557 0.0011643494221216027 0.0010391705858604451 0.0010673533055844736 0.0014748432819842146 0.0011467585583522224 0.0010550197009302617 0.001102811691642557 0.001809803373231572 0.0010994181302704034 0.0018640872826889421 0.0010777525016103734 0.001124804625198623 0.0012914280907790066 0.001066739221797286 0.0017333255542140158 0.0013121119808729986 0.001147959989997888 0.0013512024585172226 0.0010867211531722844 0.0012276141229365933
leaf_count=145 140 42 523 208 81 69 263 74 210 178 265 468 152 278 80 153 108 161 107 166 39
internal_value=0 2.49913e-05 -2.18152e-05 1.47608e-05 5.58878e-05 -1.3196e-05 3.50165e-05 8.72837e-05 3.3643e-05 0.000103023 2.93377e-05 -0.000477987 0.000163914 3.98383e-05 0.000142784 0.000257609 5.34659e-05 0.000304433 0.000631932 0.00054486 0.000624775
internal_weight=0 0.0263651 0.0252008 0.0241616 0.0230943 0.0206212 0.0194744 0.0184194 0.0173166 0.0155068 0.014032 0.00294184 0.0110901 0.0087377 0.00744628 0.00637954 0.00464621 0.0033341 0.00247306 0.00223468 0.00235242
internal_count=3910 3765 3723 3200 2992 2745 2676 2413 2339 2129 2048 733 1315 1124 846 766 613 505 247 327 191
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=19
num_cat=0
split_feature=133 1456 133 38 160 41 124 3 457 4 133 2 1 2 457 4 16 15
split_gain=0.000308403 0.000283783 0.000233664 0.000168162 0.000206887 0.000231511 0.000191101 0.000216713 0.000238048 0.000210776 0.000261791 0.000305818 0.0003744 0.000278012 0.000210791 0.000159479 0.000145503 0.000205578
threshold=0.10681500000000001 -1.0000000180025095e-35 0.091290000000000024 1.0000000180025095e-35 -0.217635 0.075585000000000013 -0.079729999999999981 -0.12008499999999998 -0.0034949999999999994 -0.23071499999999998 -1.0000000180025095e-35 0.11230000000000001 0.11327500000000001 0.099015000000000006 0.086950000000000013 -0.14963999999999997 -0.095109999999999986 -0.017214999999999998
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 -3 6 -6 15 -9 -10 -11 13 -13 14 16 -8 -12 -18
right_child=-2 2 -4 -5 5 -7 7 8 9 10 11 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00077854645986622959 -0.00084914350549754271 -0.00061710833036458606 0.00075296538207231299 -0.00058960039731183016 0.0007718393760377931 -0.00054541482354803731 0.00093292661426032342 -0.00068464779006849102 -0.00052386321203183432 -0.00051690517720826142 0.00081718037270514131 -0.0010253330419068727 0.00031852377799263388 0.0011621540684242932 -0.0003441641541238093 0.00018147051200433477 -0.00014556312754800094 0.00064712701416404759
leaf_weight=0.0011102938590042888 0.0011200445247294575 0.0011335653483387801 0.0012763223248990754 0.0011162936426075678 0.0012514849171299863 0.0013735172548567922 0.0013122702152912336 0.0011842648444910569 0.0013639914825485039 0.0013537798096565886 0.0016900794418552023 0.0010012238420105124 0.0012608432819616704 0.0011293335101483226 0.0011889849480650749 0.0018072502334058787 0.0018500329836933106 0.0016808626799675475
leaf_count=343 545 279 193 89 185 144 112 198 102 807 81 86 124 65 74 110 182 191
internal_value=0 3.15814e-05 7.07333e-05 3.06025e-05 6.4241e-05 0.000103955 0.000153302 0.000107288 1.84395e-05 8.4949e-05 0.000159391 0.000252803 -0.000276287 0.000411549 0.000279304 0.000497581 0.000421288 0.000231792
internal_weight=0 0.0240844 0.0229741 0.0216978 0.0205815 0.0194479 0.0180744 0.0168229 0.0137034 0.0125191 0.0111551 0.00980136 0.00226207 0.00753929 0.00640996 0.00311952 0.00522098 0.0035309
internal_count=3910 3365 3022 2829 2740 2461 2317 2132 1910 1712 1610 803 210 593 528 222 454 373
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=21
num_cat=0
split_feature=1374 1456 133 52 52 2 49 457 15 376 42 160 12 12 1 151 2 2 52 3
split_gain=0.000301398 0.000321181 0.000341821 0.000229916 0.000244509 0.000280185 0.000376163 0.00029276 0.000302292 0.000212003 0.000178104 0.00022825 0.000283731 0.000207644 0.000356551 0.000313328 0.000238145 0.00016231 9.52644e-05 0.000135531
threshold=-0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 -0.40083499999999994 -0.062489999999999997 0.11260500000000001 -0.084934999999999997 0.082870000000000013 -0.017214999999999998 0.048375000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.036459999999999992 0.099370000000000014 0.12263000000000002 -0.0060399999999999994 0.083585000000000007 0.114165 0.092885000000000009 -0.080744999999999997
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 -8 10 -6 17 -13 15 -15 -14 -17 -12 19 -18
right_child=1 2 -4 4 9 -7 7 -9 -10 -11 11 12 13 14 -16 16 18 -19 -20 -21
leaf_value=-0.0008212999127653757 -0.00077700442926561066 -0.00050064348348358796 -0.0007915489911399327 -0.00045814687925288029 -0.00057932663041847113 0.0011444576821178283 -0.00039394107243228822 0.0011786546496019561 0.00067111195383058304 0.00061850772701098171 -0.00070476670784706049 -0.00058365743649714888 -0.00028449506646555865 -0.00076043313811439809 0.00048648525797300823 4.6226686627983868e-05 0.0012557918608189485 9.5994794990744814e-05 0.00037156421093081736 0.0005617439697584868
leaf_weight=0.0010469154337404687 0.0011388980102387701 0.0014159868608612748 0.0010687123692029029 0.0013040246624962393 0.0012267210458085003 0.0010217280880434332 0.0010935048618001542 0.0010943343262509453 0.0015258667364555717 0.0013799687484790856 0.0014979464116807529 0.0011589547102281361 0.0014491689819532017 0.001190907119339002 0.0010156275094941325 0.0017407696632497811 0.0012954581241219039 0.0010150637465075607 0.0011987243473241538 0.001398642042029166
leaf_count=68 369 326 515 76 635 140 169 81 142 77 455 111 101 74 30 165 128 89 63 96
internal_value=0 2.52842e-05 6.32105e-05 0.000102887 0.000142438 0.000406491 0.000256223 0.000507066 0.000226486 4.0001e-05 -1.62664e-05 3.70245e-05 0.000137645 0.000227636 -0.000186499 0.000356654 0.000521581 -0.00038132 0.000734148 0.000895477
internal_weight=0 0.025231 0.0240921 0.0230234 0.0216074 0.00603946 0.00501773 0.00371371 0.00261937 0.015568 0.014188 0.0129613 0.0104483 0.0092893 0.00220653 0.00708276 0.00563359 0.00251301 0.00389282 0.0026941
internal_count=3910 3842 3473 2958 2632 608 468 392 311 2024 1947 1312 768 657 104 553 452 544 287 224
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=21
num_cat=0
split_feature=1456 133 1374 38 13 160 39 457 151 49 133 13 0 0 12 151 13 0 2 12
split_gain=0.000307971 0.000279117 0.000256287 0.000275902 0.000311436 0.000202307 0.0002573 0.000219089 0.000322511 0.000391092 0.000323394 0.000230457 0.000255749 0.00025362 0.000242077 0.000220015 0.000210298 0.000107608 0.000153663 8.06589e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 0.084445000000000006 -0.45122499999999993 -0.217635 0.091635000000000008 0.084715000000000013 -0.0080899999999999982 0.10513500000000002 -1.0000000180025095e-35 -0.074599999999999986 -0.053834999999999994 -0.074249999999999997 0.09258000000000001 -0.085824999999999985 0.091035000000000019 -0.10575999999999998 0.085730000000000015 0.084535000000000013
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 15 10 -10 14 13 17 19 -7 -14 18 -13 -12
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 12 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00081823412694524613 -0.00068008108544040315 -0.00076323053934669724 0.00088683735484095102 -0.00069705258556794036 -0.00053257407597750495 -8.8064643660870726e-05 0.00074169861629922124 0.00059416505562990022 -0.00062070184718533098 0.0010193878143815098 0.0011129362450795583 0.00066280545960870974 -0.0008964601053411893 0.00087202996846334996 -0.00011068859721372487 -0.00097730937603788225 -2.9931602229757753e-05 -0.00038059768357876232 -0.00010896636166003554 0.00049698468282988
leaf_weight=0.0010819024253234553 0.0010715617401082502 0.0010304238792696796 0.0012276876018126838 0.0010076931129801006 0.0011935292670556255 0.0015457989383972359 0.0014845785885695397 0.0017306436738484523 0.0015610391570642515 0.0010509232294006196 0.0010022424437764804 0.0010024582793022258 0.0011396612899136349 0.0010563909208953781 0.0010600081684406515 0.0011672789996511326 0.0016226192709449805 0.0011451629894827092 0.0016023503084830054 0.0010308681382930687
leaf_count=369 64 519 75 81 297 194 150 171 807 119 130 22 140 70 69 150 95 128 76 184
internal_value=0 2.44906e-05 5.87354e-05 9.37179e-05 0.00013057 8.5047e-05 0.000123436 7.16307e-05 1.5064e-05 0.000114342 3.65259e-05 0.000132754 -1.25568e-05 0.000202896 0.000488318 -0.000470655 -0.000387444 1.43964e-05 0.000188049 0.000800624
internal_weight=0 0.0247329 0.0237025 0.0226309 0.0216232 0.0203956 0.019202 0.0177174 0.0159868 0.0132737 0.0122228 0.0106618 0.00756864 0.00480636 0.00309312 0.00271308 0.00276228 0.00374997 0.00260481 0.00203311
internal_count=3910 3541 3022 2958 2877 2802 2505 2355 2184 1840 1721 914 531 296 383 344 235 226 98 314
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=15
num_cat=0
split_feature=43 3 48 2 52 3 150 49 4 159 42 4 52 42
split_gain=7.76173e-05 0.000118335 0.000161433 0.00021519 0.000161669 9.36312e-05 0.000152031 0.000118361 9.83924e-05 0.00016006 0.000168053 0.000109283 0.000194569 0.000153344
threshold=0.18078000000000002 0.16699000000000003 0.12862000000000004 0.11542500000000001 0.11401500000000002 0.10420500000000001 0.087235000000000021 -0.065249999999999989 0.25367000000000006 0.082325000000000023 -1.0000000180025095e-35 -0.0077799999999999996 -0.036004999999999988 0.084100000000000022
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 -8 9 10 -1 13 -13 -12
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0021463365936801215 -0.001879600149014702 0.0020961568456478548 -0.0027492025305985318 0.0024104747664910183 -0.0024461536847290525 0.0016567119091264616 -0.003449323873784368 -0.00015154799448780439 0.0021701322069949754 -0.0024171600936901431 0.0015625685677977234 0.0042676965853255351 -1.8791120970984037e-06 -0.0016175453873490948
leaf_weight=0.001016277453642969 0.0010046131009194261 0.0013000950791885726 0.0010034507358663422 0.0017152485181111806 0.0013555466899313638 0.0015414338313286544 0.0010601168936698324 0.0010147347668899029 0.0011055552324406859 0.0011365054693827197 0.0015450810294171799 0.0010311385463930012 0.0010030936553762464 0.001356488911974622
leaf_count=604 264 184 101 340 466 80 119 103 126 323 288 95 198 619
internal_value=0 9.41573e-05 -6.96981e-05 0.000110983 -0.000188593 7.05199e-05 -0.000167576 -0.0018365 0.000255015 -4.36723e-05 0.000409528 0.000935778 0.00216234 7.58599e-05
internal_weight=0 0.0171848 0.0158847 0.0148812 0.013166 0.0118104 0.010269 0.00207485 0.00819414 0.00708859 0.00595208 0.0049358 0.00203423 0.00290157
internal_count=3910 3646 3462 3361 3021 2555 2475 222 2253 2127 1804 1200 293 907
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=22
num_cat=0
split_feature=453 133 38 1374 457 484 14 160 133 2 3 156 15 13 48 15 15 43 3 2 16
split_gain=0.000271284 0.000293138 0.00031568 0.000331133 0.000405426 0.000338377 0.000249567 0.000262901 0.000256481 0.00038113 0.000296315 0.000209094 0.000264714 0.000188484 0.000203382 0.000142014 0.000228618 0.000229038 0.000219199 0.000153168 6.82677e-05
threshold=1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 -1.0000000180025095e-35 0.077685000000000018 -0.098319999999999991 -0.0023199999999999996 0.095040000000000013 0.16699000000000003 0.091280000000000014 0.099325000000000011 -0.15610499999999997 0.097720000000000015 -0.09547499999999999 -0.017214999999999998 -0.12074999999999998 -0.074234999999999982 0.093240000000000003 -0.095609999999999987
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 -5 7 -7 9 -9 11 12 13 -10 15 20 18 -18 -17 -19 -15
right_child=-2 -3 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 -22
leaf_value=-0.00074257063032794155 -0.00074210279372249476 -0.00075638656349665673 -0.0007310804860039548 -0.00063537811107615947 0.00092987326101237752 -0.00040672471689885567 -0.0005807668945295942 -0.00081331529499231562 -0.00023332550188851162 0.00044877306551355077 0.0011059882330555228 -0.00033357633139829431 -0.00040781257892261684 0.00094943303857567007 0.0010945865133263936 0.00035680211866171877 0.00095162993340152388 0.00048793071581363257 -0.00062501338019036715 -0.00025283372117867222 0.00041774708831685236
leaf_weight=0.0010223864386960093 0.0011017319297941244 0.0010515913592893831 0.0011007354069315625 0.0013925557011470044 0.0013971039239859531 0.0015878168350826572 0.0010446776408558614 0.0012079112259030219 0.0010078064309462171 0.0010088781739851782 0.0010120955029731806 0.0012549230209567283 0.001050542448676862 0.0012175127027555001 0.0010227863705241655 0.0010183171056665219 0.0014586010262194167 0.0016936503928344478 0.0010728517569571728 0.0010321140991425004 0.001019361361816319
leaf_count=64 99 542 90 511 140 406 77 646 32 197 92 184 80 90 48 147 52 183 107 71 52
internal_value=0 2.66508e-05 6.15087e-05 0.000100246 0.000140325 8.54519e-05 0.000139103 0.000181674 0.000239785 -0.000238929 0.000316348 0.000254147 0.000317764 0.000390063 0.000455951 0.000379217 0.000262331 0.000466852 -0.000146908 0.000207439 0.00070714
internal_weight=0 0.0246742 0.0236226 0.0225219 0.0214995 0.0201024 0.0187098 0.0176652 0.0160774 0.00221679 0.0138606 0.0128485 0.0115935 0.010543 0.00953519 0.00851241 0.00627553 0.00418437 0.00209117 0.00272576 0.00223687
internal_count=3910 3811 3269 3179 3115 2975 2464 2387 1981 843 1138 1046 862 782 750 702 560 306 254 254 142
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=13
num_cat=0
split_feature=14 157 14 15 42 47 42 52 133 15 15 12
split_gain=6.53386e-05 6.79765e-05 0.00011814 0.000178913 8.38811e-05 8.65238e-05 0.000174038 0.000141407 0.000147506 0.000114309 0.000152726 0.000109956
threshold=0.064610000000000015 -0.073574999999999988 -0.13131999999999996 -0.14789999999999995 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 0.083815000000000014 -0.095799999999999982 -0.03231499999999999 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 -9 -11 -12
right_child=-2 2 3 4 -6 -7 7 8 -10 10 11 -13
leaf_value=0.0015137228975429648 -0.0018619217852524328 -0.0022878150735057201 0.0031521665535153638 -0.002807246052839787 -0.0020769263148600007 0.0015578122772278787 -0.0023955073962021955 -0.0020559434146662356 0.0025106988133298475 0.0022178151316694906 -0.0016753401068412019 0.0011171687239295625
leaf_weight=0.001696209786514003 0.0010093251267249128 0.0012252208201273965 0.0010152366717570563 0.0012475778222274395 0.0011008699700727183 0.0018632177330466524 0.0010568632865520797 0.0012236055755118621 0.0016376309043246891 0.0018225151517860241 0.0018517990461780643 0.0013687402662896087
leaf_count=490 138 123 298 852 359 163 296 92 364 199 320 216
internal_value=0 9.41875e-05 -6.20304e-05 0.000130179 -0.000102727 7.73047e-05 -0.000192906 0.000171064 0.000514234 -7.49068e-06 0.000489529 -0.000488514
internal_weight=0 0.0171095 0.0154133 0.0141881 0.0131728 0.0120719 0.0102087 0.00896115 0.00790429 0.00626666 0.00504305 0.00322054
internal_count=3910 3772 3282 3159 2861 2502 2339 1487 1191 827 735 536
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=23
num_cat=0
split_feature=1213 1456 1374 133 38 13 48 51 14 1 47 52 457 0 12 3 16 2 3 43 13 2
split_gain=0.000456663 0.000357259 0.000320493 0.000328252 0.000305728 0.000354878 0.000358652 0.000261786 0.000222132 0.000257824 0.000550355 0.000408953 0.000279203 0.00033276 0.000191493 0.00023417 0.000181618 0.000177208 0.00011018 9.82085e-05 9.43433e-05 4.42576e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 1.0000000180025095e-35 -0.45122499999999993 0.11930500000000001 0.11463000000000002 0.077685000000000018 0.11198000000000001 0.08593000000000002 0.11401500000000002 -0.0015249999999999997 -0.22384499999999996 0.094045000000000004 -0.015794999999999997 -0.013024999999999998 0.086875000000000022 -0.010319999999999998 0.0058450000000000004 0.25430000000000003 0.093815000000000009
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 9 11 18 12 -7 -14 15 17 -17 -15 -11 21 -12 -19
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 20 -13 13 14 -16 16 -18 19 -20 -21 -22 -23
leaf_value=-0.00096429376834218249 -0.00074380387269693926 -0.00072784990946001232 0.00091604297947840035 -0.00069490824277370689 -0.00059081989830140388 -0.00049452425230584775 -0.00055773839057756249 -0.00051843488655317681 -0.00042374305191096785 0.00074917953724168462 -0.0002071196631297281 -0.00067188607377549332 0.0010656841674043474 4.2194072044849026e-05 -0.00025171793263479203 0.00037774491669058066 -0.0003593509337352228 0.00057435414853810826 0.0014068225385692908 0.00028209543880117541 0.00038905705166715422 0.00096345083118487096
leaf_weight=0.0010391328321026063 0.0012386961663175258 0.0010570419797308874 0.0012650862920724577 0.001076412367601024 0.0011913759680020055 0.0010159394915161902 0.001529556514526422 0.0010894841046531411 0.0010807111070073585 0.0010575593448495443 0.0012594901982992896 0.0011632516666838085 0.0010942527303541205 0.0013154661373197445 0.0015468599351574968 0.0013056892662124397 0.0015539419853275649 0.001004042862294139 0.0011064496034181755 0.0010194602103380523 0.0010193975795118604 0.0016242118141145401
leaf_count=592 332 68 73 435 88 175 108 122 65 131 59 217 51 375 275 81 129 180 157 81 8 108
internal_value=0 2.01852e-05 5.74787e-05 9.16141e-05 0.00012804 0.000166879 0.000121283 0.000175219 0.000216818 0.000257334 0.000559234 0.000151244 0.000234652 0.000305447 0.000216662 0.000309278 -2.27977e-05 0.000500609 0.00108543 0.000665926 5.95635e-05 0.000814809
internal_weight=0 0.0266144 0.0253757 0.0243186 0.0232422 0.0220509 0.0207858 0.0192562 0.0181667 0.017086 0.0044429 0.0126431 0.0114799 0.0104639 0.00936967 0.00782281 0.00285963 0.00496318 0.00216401 0.00364771 0.00227889 0.00262825
internal_count=3910 3318 2986 2918 2483 2395 2322 2214 2092 2027 355 1672 1455 1280 1229 954 210 744 288 369 67 288
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=22
num_cat=0
split_feature=31 1213 133 1456 1374 38 457 13 39 48 48 43 49 13 52 52 2 40 16 3 0
split_gain=0.000509845 0.000369752 0.000300442 0.000308682 0.0003159 0.000243738 0.000294935 0.000277105 0.000316569 0.000416926 0.000252978 0.000228738 0.00023261 0.00026985 0.000297415 0.000339353 0.000344384 0.000203468 0.000159813 0.000116873 0.000112937
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.084445000000000006 0.088055000000000008 -0.45122499999999993 0.005105000000000001 0.11930500000000001 0.099240000000000009 0.093240000000000017 -0.085974999999999982 -0.083514999999999992 -0.048794999999999991 0.11110500000000002 0.094010000000000024 -0.067204999999999987 0.081265000000000018 -0.08348499999999999 -0.069794999999999982
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 -6 9 10 11 12 -9 19 18 16 20 -10 -15 -14 -16
right_child=1 2 -4 4 5 -7 -8 8 17 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0010288204979462699 -0.00098072024371174656 -0.00075488429105494115 -0.00083451903863927649 -0.00077621157804541878 0.00084430857987613181 -0.00065301634043435244 0.00088314062690704454 -0.00055363579880907772 0.00016964084060611733 -0.00094346087157373356 0.00067849544646221311 -0.00069472987831230618 0.00095163235243822335 0.00073269251079718586 -0.00045804059364186781 0.00040045405500006235 -0.0011522288889581022 0.0010593601945259336 -5.8502295926290183e-05 0.00024049099993705565 0.00015599536703483999
leaf_weight=0.0011116288351820649 0.0010449785451132577 0.0012367226860600542 0.0010875163366472025 0.0010866824738107175 0.0011272858288137377 0.0010330326884683263 0.0012229727214504429 0.0015052978988851504 0.0015041833168030925 0.0011866043344141977 0.0013512772818898159 0.0011987955107572975 0.0011213225331472843 0.0015878757256401147 0.0015575852621762592 0.0015867539580272372 0.0012430929090050391 0.0011115909233277224 0.0010578720338355052 0.001179007249543799 0.0014277209714191009
leaf_count=113 592 306 460 63 61 76 128 126 189 81 103 209 159 134 290 184 85 46 259 211 35
internal_value=0 -6.13737e-05 -2.35706e-05 1.26841e-05 5.37976e-05 9.47914e-05 0.000131632 8.50873e-05 3.91203e-05 -4.40141e-05 2.80192e-05 -3.72577e-05 2.69964e-05 0.000108216 -2.19939e-05 -0.000221426 -0.000454793 0.000547733 0.000416342 0.000587145 -0.000164378
internal_weight=0 0.0264582 0.0254132 0.0243257 0.023089 0.0220023 0.0209692 0.0197463 0.018619 0.0160032 0.0148166 0.0134653 0.0122665 0.0107612 0.0084609 0.00581515 0.0042284 0.00261577 0.00264575 0.00230033 0.00298531
internal_count=3910 3797 3205 2745 2439 2376 2300 2172 2111 1876 1795 1692 1483 1357 987 594 410 235 393 370 325
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=20
num_cat=0
split_feature=31 133 1456 1374 38 13 14 457 13 48 48 47 1 51 0 1 15 160 2
split_gain=0.000335099 0.00030309 0.000271134 0.000258084 0.000269333 0.00027159 0.000259866 0.000279169 0.000196076 0.000202832 0.000289411 0.000382028 0.00032253 0.000367076 0.000287344 0.000280396 0.00027112 0.000202524 0.000186124
threshold=-1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.084445000000000006 -0.45122499999999993 0.077685000000000018 0.084715000000000013 0.23436000000000004 0.11930500000000001 0.090910000000000005 0.087850000000000025 1.0000000180025095e-35 0.085845000000000019 -0.084074999999999997 0.11198000000000001 0.05377500000000001 -1.0000000180025095e-35 0.10274500000000002
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 10 11 12 14 15 -7 17 -16 -14 -12
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 18 -13 13 -15 16 -17 -18 -19 -20
leaf_value=0.00082554418540101875 -0.00074056655395846429 -0.00083058811576830331 -0.0007131287671283302 0.00078131162724379339 -0.00068156391152042776 -0.00086680644135139772 -0.00065921883794995415 0.00066502971287287209 0.00047120973789630747 -0.00062051814281030657 8.7273668879905297e-05 -0.00067731873290567039 -0.00025418386768623742 -0.00042398912538942773 -0.00042605762176861731 0.0010592589370810692 0.00051310705663898436 0.00054250050714792263 0.00094772822543314004
leaf_weight=0.0010155386517229767 0.0010746851004413268 0.0010400426739425655 0.0010049025678835468 0.0011964488564002234 0.0010382377201388895 0.0012320686024286627 0.0010723622832247695 0.0017111036287984485 0.0020042641098577873 0.0011602946475241247 0.001110090206228341 0.0018991372012744515 0.0011424766335667025 0.0012533912394884494 0.0015062896413735238 0.0013227457793752902 0.0012355798395800588 0.0018385800304151212 0.0011104668174961767
leaf_count=113 343 540 63 68 79 569 85 168 103 88 140 178 158 83 182 163 336 362 89
internal_value=0 -4.52745e-05 -1.11193e-05 2.32056e-05 5.70959e-05 9.39746e-05 5.20148e-05 9.31829e-05 3.49928e-05 -2.40368e-05 2.6663e-05 -6.87062e-05 5.25636e-05 0.000283729 -0.0002707 0.000489837 -2.83801e-06 0.000237175 0.000517574
internal_weight=0 0.0249532 0.0239131 0.0228384 0.0218335 0.0207953 0.0195989 0.0185265 0.0168154 0.0148111 0.0136508 0.0114303 0.00953113 0.00555719 0.00397394 0.0043038 0.00274187 0.00298106 0.00222056
internal_count=3910 3797 3257 2914 2851 2772 2704 2619 2451 2348 2260 2031 1853 766 1087 683 518 520 229
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=14
num_cat=0
split_feature=52 1 376 47 3 12 48 4 16 2 3 2 2
split_gain=7.28931e-05 0.000102329 9.99055e-05 9.86959e-05 0.000289916 0.000126929 0.000110484 0.000120678 0.000119781 0.000134599 0.000106495 0.000144993 3.25171e-05
threshold=-0.40083499999999994 0.13662500000000002 0.048375000000000008 0.09252500000000001 -0.072459999999999983 0.099370000000000014 0.092150000000000024 0.0066400000000000009 0.0015250000000000001 0.086245000000000002 -0.021064999999999997 0.11085000000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9 -12 -10
right_child=1 -3 -4 4 -6 -7 -8 10 12 -11 11 -13 -14
leaf_value=-0.0018551830842575921 0.00077052802092881438 0.0018070236717760133 0.0017483366215447058 0.001071107464155781 -0.0041525065427081712 -0.0016807706748467447 -0.001315700318091692 -0.00018952988297769665 0.00044626548836659244 -0.0020415978424961202 0.0045207497040053984 0.00089698896828772012 0.0022254080443793647
leaf_weight=0.0010089498626522494 0.0014938042757979726 0.0015674002633056091 0.001355842478140269 0.0010082555885276775 0.0011023552388926211 0.0019049805506752568 0.0017547810902570357 0.0010087809896182492 0.0010162209970841218 0.0019380239017863822 0.0010179798646551552 0.0011834335623228456 0.0010203802087755676
leaf_count=401 849 217 169 164 124 385 152 243 214 719 101 80 92
internal_value=0 9.12717e-05 -7.88832e-05 -0.000250343 -0.00165714 -9.69473e-06 0.000295418 0.00062118 -1.48819e-05 -0.000817537 0.00170468 0.00257269 0.00133765
internal_weight=0 0.0173722 0.0158048 0.014449 0.00211061 0.0123384 0.0104334 0.00867862 0.00546843 0.00343183 0.00321019 0.00220141 0.0020366
internal_count=3910 3509 3292 3123 288 2835 2450 2298 1874 1568 424 181 306
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=21
num_cat=0
split_feature=31 133 1374 1456 38 0 41 48 457 0 49 49 15 3 0 48 43 43 3 2
split_gain=0.00033934 0.000333198 0.000283364 0.000262664 0.000218769 0.000276019 0.000325992 0.000337816 0.000245239 0.000211563 0.000182938 0.000301111 0.00034925 0.000329756 0.000299629 0.000278454 0.000295627 0.000339144 0.0003116 0.000126651
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.084445000000000006 0.055865000000000005 0.079885000000000025 -0.086624999999999994 -0.0034949999999999994 -0.23029999999999998 -0.088729999999999989 -0.029304999999999998 -0.017214999999999998 0.086245000000000016 -0.069794999999999982 0.093225000000000016 -0.079804999999999987 -0.069494999999999987 1.0000000180025095e-35 0.10836000000000003
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 -11 -12 15 14 -14 16 -13 -18 -19 -7
right_child=1 -3 3 4 -6 19 -8 8 9 10 11 12 13 -15 -16 -17 17 18 -20 -21
leaf_value=0.00089489572875368786 -0.00079824677435673614 -0.00090248297160447041 -0.00072329375792471904 -0.00074194220230831549 -0.00063968620868482093 0.00030849180480783679 -0.00071630544948220859 -0.00054372287088662948 0.000742550865752692 -0.00042467484299978163 0.00086020363494692124 -0.0010063942763834152 -0.00027823452949074913 0.0011751969494132428 0.00079667910555075315 0.00052584292147386693 0.00065776599076957851 -0.0010219231670181047 0.00010246365065581162 0.00098468986502482127
leaf_weight=0.0010040655159022837 0.0010615066743122617 0.0010666801029208207 0.0010818260999647797 0.0011205302103575133 0.0010216465565959778 0.0019247942378549645 0.0013348269382936753 0.0011553234258526454 0.001650706696803444 0.00127301552787873 0.0015145684282009972 0.0011484493873517784 0.001549063851681712 0.0011666994166817934 0.0011048769545594249 0.0012525306002115497 0.0010664666590703628 0.0011190465481773935 0.0013552924493055868 0.0010727500108148602
leaf_count=113 63 540 343 75 79 129 135 239 64 107 149 242 852 52 97 150 141 192 79 69
internal_value=0 -4.00827e-05 -1.71164e-06 3.51909e-05 7.27781e-05 0.000107758 3.3249e-05 9.39732e-05 0.00015497 0.000211813 0.000142005 0.000205975 0.000104477 0.000476447 0.000169269 -0.000134704 -0.000311141 -8.56375e-05 -0.000406052 0.000550487
internal_weight=0 0.0250406 0.0239739 0.0229124 0.0218306 0.0208089 0.0178114 0.0164766 0.015356 0.0142007 0.01255 0.011277 0.00976243 0.00382064 0.00265394 0.00594179 0.00468926 0.00354081 0.00247434 0.00299754
internal_count=3910 3797 3257 3194 2851 2772 2574 2439 2364 2125 2061 1954 1805 1001 949 804 654 412 271 198
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=23
num_cat=0
split_feature=1213 1374 133 1456 38 480 13 48 14 52 43 457 0 3 49 13 12 0 15 3 11 4
split_gain=0.000448279 0.000317582 0.000328069 0.000311453 0.000317037 0.000332314 0.000295508 0.000190868 0.000214997 0.000190059 0.000272171 0.00038884 0.000238839 0.000242057 0.00035148 0.000317753 0.000229101 0.000157592 0.000284526 0.000144383 6.36729e-05 3.89334e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 -0.45122499999999993 0.11930500000000001 0.077685000000000018 0.11588000000000002 0.093240000000000017 -0.0034949999999999994 -0.23029999999999998 -0.12817999999999996 -0.084934999999999997 -0.090744999999999978 1.0000000180025095e-35 -0.053834999999999994 -0.10192499999999999 -0.075679999999999983 0.077415000000000012 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 11 -8 -13 20 -15 -16 -11 18 -17 -20 -14 -21
right_child=1 2 -4 4 -6 -7 7 -9 -10 16 -12 12 13 14 15 17 -18 -19 19 21 -22 -23
leaf_value=-0.0010209491742532361 -0.00083078901265965703 -0.00070656336784382105 -0.00081693020182615355 0.0010189190724904226 -0.00064971631610504128 -0.00071212226565295356 -0.00053666461845193816 -0.00038750322367651875 -0.00046880228608104599 0.00035752306164113637 -0.00037161588667211464 0.001214247461582449 0.0011109117276250685 -0.00044537253567076098 0.0012519786378249491 -0.00024258789860055055 -0.00070025692964073962 -0.00012607472399634559 0.00027127732989888062 0.001160550525418243 0.00057571037320550708 0.00073263857967482266
leaf_weight=0.0010960132799947694 0.0010648701074551506 0.001163227395897525 0.0010422916050427727 0.0011783518396257997 0.0012224860085744407 0.0010012785279922025 0.0010337570007516736 0.0013789382528101501 0.0010600227302597345 0.0010583394382135394 0.0012584340887032983 0.0010763954021015742 0.0013370402586740859 0.0013828095092904861 0.0010628617155393847 0.0011624907303789973 0.0010607656432263801 0.0016499139905764232 0.0014210561785633008 0.0010125844931876404 0.0010093113253581976 0.0012045858949518489
leaf_count=592 68 306 461 69 88 206 175 97 67 56 200 48 65 94 124 131 223 180 410 60 128 62
internal_value=0 2.9353e-05 6.63204e-05 0.000105108 0.000146938 0.000192556 0.000237074 0.000189013 0.000233699 0.000278209 0.0003435 0.000410896 0.000490411 0.000421109 0.000299897 0.000437059 -0.000171972 0.000302786 0.000450178 0.000671531 0.000880688 0.000928067
internal_weight=0 0.0258418 0.0247769 0.0237347 0.0225714 0.0213489 0.0203477 0.0191693 0.0177904 0.0167303 0.0146112 0.0133528 0.012319 0.0112427 0.0088963 0.00751349 0.00211911 0.00645063 0.00480072 0.00363823 0.00234635 0.00221717
internal_count=3910 3318 3250 2789 2483 2395 2189 2120 2023 1956 1677 1477 1302 1254 1061 967 279 843 663 532 193 122
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=14
num_cat=0
split_feature=43 160 474 42 151 49 43 42 483 4 457 4 13
split_gain=6.89757e-05 0.000113555 0.000209324 0.000146353 0.000147239 0.000156804 0.000150464 0.000152729 0.000138611 0.000101414 0.000118815 0.000256826 0.000117631
threshold=0.18078000000000002 -1.0000000180025095e-35 0.084655000000000022 -1.0000000180025095e-35 -0.084129999999999996 0.092185000000000017 -0.074254999999999988 0.092395000000000019 0.0015150000000000003 0.27020000000000005 0.084715000000000013 -0.0025899999999999994 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 6 7 -6 -1 10 11 12 -8
right_child=-2 3 -4 4 5 -7 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.0035467370436947643 -0.0017710207568403967 -0.0013687603290549861 0.0011677333675758055 -0.0013460694984239285 0.0034177949039248382 0.0034162129902232407 0.0023065380427639962 0.00026668582746749048 -0.00022892224920791044 0.0017731495679226778 0.0016597126510714383 -0.0030496101746979296 -0.00093147598023977268
leaf_weight=0.0014418463967707821 0.001006977090002594 0.0019450215612402772 0.0014088674930326801 0.0014947026235040415 0.0015770981123599823 0.0011150223946039912 0.001008093773218006 0.0013686067972362818 0.001027206293962751 0.0012888920753957207 0.0010386675773679244 0.0016218806081613763 0.0011375669753017348
leaf_count=554 264 733 287 199 283 172 283 135 337 138 49 135 341
internal_value=0 8.67059e-05 -0.000955104 0.000383866 0.000676462 0.000974132 0.000672945 0.00195376 -0.00216642 5.39408e-05 -0.000407103 -0.000976901 0.000589837
internal_weight=0 0.0174735 0.00387792 0.0135956 0.0116505 0.0101558 0.00904081 0.0029457 0.00246905 0.0060951 0.00480621 0.00376754 0.00214566
internal_count=3910 3646 1178 2468 1735 1536 1364 418 891 946 808 759 624
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 14 11 457 160 150 15 49 159 15 4 0 52 0 16 4 3
split_gain=0.000425983 0.000361274 0.000381069 0.000337595 0.000253047 0.000311267 0.000223703 0.000211936 0.000198623 0.000351027 0.000220443 0.000215955 0.000247071 0.000372357 0.00020311 0.000238666 0.000148379 0.000266668 0.00027447 1.12543e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 -0.217635 0.08486500000000001 -0.041049999999999996 -0.084934999999999997 0.096890000000000018 -0.10981499999999998 0.27020000000000005 -0.10575999999999998 0.10062000000000001 -0.084074999999999997 0.081265000000000018 -0.032604999999999995 -0.083884999999999987
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 -4 -8 10 -10 -9 12 13 -12 -14 16 -16 19 -19 -18
right_child=1 2 3 -5 -6 -7 7 8 9 -11 11 -13 14 -15 15 -17 17 18 -20 -21
leaf_value=-0.00094950548773492603 -0.00079128070290350157 -0.00080260867492615154 -0.00030398589964391535 -0.00071251086341285084 -0.0005507679360186007 -0.00053050079123804063 -0.00037313449954060453 -0.00026793587552292035 0.0011481508712876008 2.2628204391775773e-05 -0.00067067541226037441 -0.00030777475085084794 0.00096910853836971805 0.00044222047426167865 -0.00026953598191956535 0.00088450389998486476 0.00088538782878135253 -0.00049699596090510632 0.00048035434950034729 0.00065914385395440898
leaf_weight=0.0010653605370391254 0.00117979540467402 0.0011060926916572891 0.0016539741416547035 0.0011002321706810722 0.0011338532505879564 0.0013159535818356707 0.0010827116860400538 0.001677035948139058 0.0015977835144179581 0.0010583113086753962 0.0011697935882016815 0.0011646317096964962 0.0017042765798044816 0.0016866267767699141 0.001065140963242471 0.0017210479473895035 0.0010131518125841531 0.0011954432961077122 0.0014743318765453872 0.0010074621594348375
leaf_count=592 332 68 253 435 81 123 257 104 129 118 125 187 74 149 288 89 129 160 78 139
internal_value=0 2.83183e-05 6.71086e-05 0.000107491 0.000147198 0.000183857 0.00023023 0.000277689 0.000317875 0.00069969 0.000249715 0.000315473 0.000375773 -1.35452e-05 0.000496901 0.000389262 0.000241172 0.000357149 4.27269e-05 0.000772584
internal_weight=0 0.0261077 0.0249279 0.0238218 0.0227215 0.0215877 0.0202717 0.0186177 0.017535 0.00265609 0.0148789 0.0132019 0.0120373 0.00285642 0.00918085 0.00747658 0.00575553 0.00469039 0.00266978 0.00202061
internal_count=3910 3318 2986 2918 2483 2402 2279 2026 1769 247 1522 1418 1231 274 957 883 794 506 238 268
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=13
num_cat=0
split_feature=52 52 39 42 49 457 151 0 0 16 12 12
split_gain=6.59318e-05 8.91623e-05 9.77215e-05 0.000149498 0.000121413 0.000168956 0.000162001 0.000108749 6.38676e-05 9.44229e-05 0.00021784 0.000208337
threshold=-0.40083499999999994 -0.15154999999999999 0.085060000000000011 0.091735000000000025 -0.084674999999999986 0.069705000000000003 -0.0060399999999999994 -0.15291499999999997 -0.11756999999999999 -0.055679999999999993 0.088325000000000015 0.084100000000000022
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 -10
right_child=1 2 -4 -5 5 -7 7 8 9 10 -12 -13
leaf_value=-0.0016582338177085786 0.001702093849390016 -0.0016409567954648299 0.0013499126442992097 -0.0020662787283267066 -0.0026237384386283338 0.002057586798475518 0.0022294805412417587 -0.0015255056421891225 0.0034056253724509765 -0.0027037840477358538 0.00099333951093169407 -0.00034768531027573981
leaf_weight=0.0010132597896146114 0.0013777140814096095 0.0016945949257144146 0.0019147005079039317 0.001742914860550838 0.0010060592004589508 0.0019116095105542455 0.0010155680158402958 0.0011466097653069496 0.0010427780271052636 0.0012676323761350956 0.0015702017593184903 0.0017317832809784755
leaf_count=401 181 157 346 590 241 192 101 105 123 349 212 912
internal_value=0 8.25272e-05 -5.65426e-05 -0.000247129 8.8379e-06 0.000270311 -0.000118792 0.000205357 -9.87756e-05 0.000192705 -0.000658129 0.00106294
internal_weight=0 0.0174222 0.0160445 0.0141298 0.0123868 0.0106922 0.00878063 0.00777457 0.00675901 0.0056124 0.00283783 0.00277456
internal_count=3910 3509 3328 2982 2392 2235 2043 1802 1701 1596 561 1035
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=15
num_cat=0
split_feature=14 51 15 48 457 151 15 1 52 0 13 43 42 15
split_gain=6.64584e-05 7.06254e-05 0.000171464 0.000149499 0.000113227 0.000142956 0.000124885 0.000204948 0.000166327 0.000124118 0.000137293 0.000127968 0.000125476 6.96245e-05
threshold=0.064610000000000015 0.13605000000000003 -0.26361999999999991 -0.064549999999999982 0.090150000000000022 -0.080624999999999988 -0.07142999999999998 0.095575000000000007 0.11401500000000002 -0.11208499999999998 -0.0019849999999999994 -0.27619499999999997 1.0000000180025095e-35 -0.10981499999999998
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 -7 9 -8 12 -12 -11 -9
right_child=-2 -3 3 4 -6 6 8 13 -10 10 11 -13 -14 -15
leaf_value=0.0028321870945485807 -0.0018921884293580625 -0.0018668180714641271 0.0026291659624896246 0.0018611454208299764 -0.0025131808557409914 -0.0044581258734812963 0.0029744749089568867 -0.001687457419843692 -0.0026890707559156283 0.0029132621222126382 0.00073564052960502972 -0.0026774254933435134 -0.00025718095872327804 0.0011313109468865221
leaf_weight=0.0013386415821431486 0.0010319138281570375 0.0010000978321126125 0.001146412944478036 0.0019684755668985679 0.0011600907324173524 0.001022351266619783 0.0010683893662515884 0.0010163855249116782 0.0010349276675398617 0.0014001132795012595 0.0011580591203579349 0.0014203022772756209 0.0015031365633267103 0.0010190609103848391
leaf_count=285 138 169 190 352 92 560 57 65 292 396 77 402 720 115
internal_value=0 9.86805e-05 0.000219599 -1.48419e-05 -0.000234947 -2.53742e-05 -0.000374304 -0.00167441 0.000149821 0.000598378 0.000135267 -0.00114446 0.00127179 -0.000276221
internal_weight=0 0.0172564 0.0162563 0.0149177 0.0137713 0.0126112 0.0106427 0.0030578 0.00758493 0.00655 0.00548161 0.00257836 0.00290325 0.00203545
internal_count=3910 3772 3603 3318 3128 3036 2684 740 1944 1652 1595 479 1116 180
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=20
num_cat=0
split_feature=1456 133 0 48 41 457 42 160 160 15 52 52 47 16 2 3 4 4 3
split_gain=0.000306427 0.000331894 0.000199059 0.000227968 0.00024863 0.000209953 0.000174529 0.000206347 0.000231843 0.000205199 0.000322952 0.000245105 0.000173422 0.000151265 0.000141791 0.00013486 9.10987e-05 0.000127019 6.03402e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.055865000000000005 -0.086624999999999994 0.079885000000000025 -0.0034949999999999994 -1.0000000180025095e-35 -0.082234999999999989 0.091575000000000017 -0.095799999999999982 -0.092854999999999979 -0.048794999999999991 0.11002500000000003 -0.09601999999999998 0.10836000000000003 -0.050194999999999997 0.074650000000000008 -0.081189999999999984 -0.10942499999999998
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 12 -8 9 13 -11 -12 -7 15 18 -9 17 -13 -4
right_child=1 -3 14 4 -6 6 7 8 -10 10 11 16 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00087992364800689794 -0.00069016927468080352 -0.00085888480778888393 -5.8381497936091721e-05 -0.0005573002440427471 -0.00062494478199071805 -0.00064360455830111409 -0.00031252640157642753 -8.7177667978286476e-05 -0.00026146425911360616 -3.2832568647253322e-05 0.0014370107718046055 0.00080932480717012679 0.00025947434282130416 -0.00031490466908657463 0.00095387706871896552 0.00067493622187296423 0.0009643359059038763 8.3449397105725093e-06 0.00049738851275434319
leaf_weight=0.0010431853665919593 0.0011781112356609126 0.0010823444047226355 0.0010854482074460492 0.0011865524733297638 0.0013436100912727058 0.0013322053638566205 0.0016529259611243576 0.0010893149100903443 0.0016617112293255973 0.0016462425825130673 0.0012407905888777672 0.0010000340943812037 0.001003656619720239 0.0014392330216474137 0.0010294214259272683 0.0014664419156131675 0.0010945512931092027 0.0011410331684330068 0.0010200372495050561
leaf_count=369 82 519 83 247 141 732 351 31 153 198 107 122 28 129 71 132 70 274 71
internal_value=0 2.86642e-05 7.11488e-05 9.38789e-06 5.44279e-05 0.000108266 0.00015835 0.000230332 0.000306507 0.000399791 0.000588531 0.000817043 -0.000255576 0.000110531 0.000454854 0.000350108 0.000579299 0.000382461 0.00021087
internal_weight=0 0.0236937 0.0226113 0.0194764 0.0182983 0.0169547 0.0157681 0.0134323 0.0117794 0.0101176 0.00612265 0.00447641 0.00233586 0.00399499 0.00313491 0.00255576 0.00323562 0.00214107 0.00210549
internal_count=3910 3541 3022 2797 2715 2574 2327 1567 1216 1063 771 573 760 292 225 163 466 396 154
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=15
num_cat=0
split_feature=3 1 2 2 0 0 48 2 14 12 49 457 0 16
split_gain=7.13495e-05 0.000104488 0.000209555 0.000285959 0.00011203 0.000155954 0.000115539 0.000183391 0.00027449 0.000209433 0.000137488 0.000111194 8.39677e-05 3.65524e-05
threshold=-0.15464999999999998 0.085990000000000011 0.10393500000000001 0.097940000000000013 -0.017269999999999997 -0.053834999999999994 0.12649500000000002 0.082715000000000025 -0.13131999999999996 0.097345000000000015 -0.006494999999999999 0.081330000000000013 -0.089879999999999974 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 12 5 6 7 9 -9 -3 11 -10 -2 -1
right_child=1 4 -4 -5 -6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.00032304974103582613 -0.0029602760508338592 -0.0021497503821826126 -0.0036290031012755908 0.0028422335168350487 0.0024081075395414333 -0.0026483767051613876 -0.0019882824464033406 -0.0018111128166134829 -0.00047737004587776027 0.0018305625533507216 0.004084253087686964 0.0028478709202102649 -0.00047913801443783834 0.0022199372763910086
leaf_weight=0.0010919184393507197 0.0011029010770775343 0.0019682838853885163 0.0012050527475981829 0.0011371629156155388 0.001098117631154018 0.0010334520283359844 0.0010018923817813885 0.0010034304717619902 0.0010053206089216671 0.0010427931742984786 0.001512377185722791 0.0010709467647440629 0.0019414084251794146 0.0010068349170897486
leaf_count=110 464 590 343 139 165 123 72 88 86 134 170 92 1185 149
internal_value=0 -0.000174506 -0.000990648 -0.000230304 0.00023495 -1.26392e-05 0.000303909 0.000605958 0.00150904 -0.000771292 0.00243739 0.0012378 -0.00137801 0.00123304
internal_weight=0 0.0161231 0.00538653 0.00418147 0.0107366 0.0096385 0.00860504 0.00760315 0.00459208 0.00301108 0.00358864 0.00207627 0.00304431 0.00209875
internal_count=3910 3651 2131 1788 1520 1355 1232 1160 436 724 348 178 1649 259
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=13
num_cat=0
split_feature=484 1 52 12 43 160 151 52 2 2 12 47
split_gain=6.74733e-05 8.00796e-05 0.000110878 0.000140927 0.000169889 0.000152037 0.000129895 0.000159407 8.73321e-05 0.000167851 8.04671e-05 7.83601e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.048794999999999991 0.11655500000000001 -0.15648499999999999 -1.0000000180025095e-35 -0.0008699999999999999 0.084240000000000023 0.097940000000000013 0.085005000000000011 0.085775000000000004 0.080075000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -7 10 9 -2 11 -8
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0017481912335488303 0.0020737041780514382 0.0018604928362410547 0.002225820994958 -0.0033637253073842892 -0.0033428939751046923 -0.0026128143269146045 0.0036751777488979007 -0.0017640034625754097 0.0022063674157752891 -0.001467065605054646 -0.00026165734061807844 0.000633998043159511
leaf_weight=0.0013053523412085042 0.0015116533854755967 0.001516754656575703 0.001475322355947134 0.0010044219275851434 0.0011700224479828485 0.0011643080319993782 0.0011207555471578635 0.0015752214146507234 0.0019490557046853013 0.0018984596436372458 0.0013170965445682414 0.0010147399007056634
leaf_count=612 226 216 155 80 540 114 181 605 414 276 447 44
internal_value=0 0.000123379 -4.995e-05 -0.000549608 -0.00022977 -0.000721853 -0.000226599 0.000325986 0.000867651 0.000102506 0.00127953 0.00223008
internal_weight=0 0.0167178 0.0152011 0.00984189 0.00883747 0.00736214 0.00619212 0.00502781 0.00535917 0.00341011 0.00345259 0.0021355
internal_count=3910 3298 3082 2166 2086 1931 1391 1277 916 502 672 225
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=22
num_cat=0
split_feature=1456 38 1374 14 150 151 41 42 39 133 43 49 157 13 48 15 16 12 15 4 15
split_gain=0.000305495 0.000259832 0.000264783 0.000226032 0.000242912 0.000282693 0.000231094 0.000248572 0.000351472 0.000221467 0.000248163 0.00022188 0.000290301 0.000232582 0.000214031 0.000207805 0.000202133 0.000191666 0.000137845 0.000125943 8.6871e-05
threshold=-1.0000000180025095e-35 0.084445000000000006 -0.094679999999999986 0.077685000000000018 0.08486500000000001 -1.0000000180025095e-35 0.078385000000000024 -0.10770999999999999 0.005105000000000001 0.084630000000000025 -0.074254999999999988 0.093425000000000022 -0.013969999999999998 -0.11267999999999999 0.085875000000000021 -0.03231499999999999 -0.055679999999999993 0.094045000000000004 -0.10071499999999999 0.0057500000000000008 -1.0000000180025095e-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 -2 4 5 14 7 -7 9 10 17 12 -12 -14 -4 19 18 20 -15 -6 -9
right_child=1 -3 3 -5 15 6 -8 8 -10 -11 11 -13 13 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00080021898577343586 -0.00068246244978061455 -0.00065175590160859503 2.4038591203602617e-05 -0.00056619629498580524 0.00034677354996407166 -0.0004861875429858522 -0.00055567659787715009 0.00055707024534592977 0.0010742516360201073 -0.00037568610397712955 0.00069788167986169864 0.00066164006513550909 0.00032782160870885161 0.00028332858094461144 -0.0009337300523985624 -7.3959758818032052e-05 -0.00085201895146445709 0.00015942069226513537 -0.00049813465124810287 0.0010349876866758833 0.0011813107528939931
leaf_weight=0.0010808694234822362 0.0010561592944382516 0.0012443089460096859 0.0010631800506409597 0.0011301657032312664 0.0010918347457832545 0.0011864811404379621 0.0010573030886389398 0.0010185197312184147 0.0010621163475336487 0.0015224454182361244 0.0010028164894461504 0.0012378746719764362 0.001383076152382744 0.0010389846195914421 0.0010812000039063796 0.0010453396915952031 0.0014005522653663264 0.0015112169447955848 0.0010354065983937157 0.0013869686653689428 0.0010302849803238692
leaf_count=369 68 85 215 103 112 153 111 108 186 614 133 139 84 65 133 129 231 93 562 122 95
internal_value=0 2.31334e-05 5.91103e-05 9.42547e-05 0.000129537 5.69228e-05 0.000128341 0.00017846 0.000238007 0.000165092 0.000242334 7.85469e-05 -4.46089e-05 -0.000197877 -0.00045887 0.00049283 -0.000407113 0.000568927 -0.000106729 0.000731851 0.000870983
internal_weight=0 0.0245862 0.0233419 0.0222858 0.0211556 0.0176315 0.0154871 0.0144298 0.0132433 0.0121812 0.0106587 0.00709871 0.00586084 0.00485802 0.00214438 0.00352414 0.00347494 0.00356002 0.00207439 0.0024788 0.0020488
internal_count=3910 3541 3456 3388 3285 2922 2574 2463 2310 2124 1510 1214 1075 942 348 363 858 296 627 234 203
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=20
num_cat=0
split_feature=1456 1374 133 14 11 150 15 0 157 49 133 160 0 16 1 2 43 1 16
split_gain=0.000309928 0.000306828 0.000327177 0.000230877 0.000230232 0.000227107 0.000537212 0.000262125 0.00023467 0.00026261 0.000235069 0.000492175 0.000286166 0.000322516 0.000197859 0.000190404 0.000157884 0.000140307 0.000127438
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.088315000000000018 0.08486500000000001 -0.03231499999999999 0.048950000000000007 -0.08107499999999998 -0.085174999999999987 -0.0023199999999999996 -1.0000000180025095e-35 -0.18901999999999997 -0.071319999999999981 0.094485000000000013 0.106285 -0.078844999999999985 0.11198000000000001 -0.092014999999999986
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 18 8 -3 -10 -11 17 -13 16 -15 -9 -14 -12 -7
right_child=1 2 -4 -5 -6 6 -8 15 9 10 11 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00079690583074340331 -0.00077598687261881834 0.00067568874960374911 -0.00075307953065932803 -0.00054813063880597554 -0.00048100503053735352 0.0013632597245763233 -0.00032239354565836081 0.00023692526499675612 -0.00067215161293752914 -0.00050930896824859153 -0.00089488021263749574 -0.00028645644430843296 0.00039128273084724499 -0.00026064895672164623 0.00049352624918450234 0.0010768698307163764 0.0011512295868123801 -0.00010466676501040049 0.00063331383164545339
leaf_weight=0.0011180472650940401 0.0010664054508375811 0.0012236916953632113 0.001096287925343018 0.0012000312037472862 0.0013031208571376842 0.0010955753739681218 0.0011245300245525938 0.001725789894264306 0.0013716363904983106 0.0015791138893935059 0.0011286473121027343 0.0015005169048674079 0.0010630486218033801 0.0015484132166903664 0.0017959351034557147 0.0010301960238651153 0.0016960782188008266 0.0010247171060112636 0.0011956121144800214
leaf_count=369 68 193 515 89 123 106 124 106 81 869 325 54 96 246 124 47 172 89 114
internal_value=0 3.52697e-05 7.17684e-05 0.000111769 0.000148762 0.000189584 0.0005528 0.000115239 2.9057e-05 -3.32086e-05 4.40992e-05 0.000133662 0.000318444 0.000467156 0.000144348 0.000550899 0.000858434 -0.000518843 0.000982352
internal_weight=0 0.0247693 0.0237029 0.0226067 0.0214066 0.0201035 0.00341572 0.0166878 0.0139318 0.0127081 0.0113365 0.00975736 0.00760399 0.00610348 0.00334435 0.00275599 0.00275913 0.00215336 0.00229119
internal_count=3910 3541 3473 2958 2869 2746 344 2402 2249 2056 1975 1106 692 638 370 153 268 414 220
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=21
num_cat=0
split_feature=51 124 133 1456 38 39 48 14 50 3 47 1 0 150 15 2 3 16 43 12
split_gain=0.00038839 0.000419613 0.000290111 0.000271579 0.000210376 0.000254216 0.000237156 0.000267829 0.000272288 0.000232187 0.000380771 0.000383536 0.000291982 0.00037855 0.000193015 0.000157049 0.000146881 0.000148084 0.000239347 9.57114e-05
threshold=-0.40274499999999996 0.10385500000000002 0.10681500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.085060000000000011 0.12675000000000003 0.077685000000000018 0.086465000000000014 -0.12008499999999998 0.09252500000000001 0.11198000000000001 -0.230625 0.086420000000000011 -1.0000000180025095e-35 0.10325000000000002 0.086245000000000016 -0.057604999999999996 -0.078644999999999979 0.08598500000000002
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 7 8 9 14 11 12 -11 15 -5 16 17 -14 -19 -16
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 19 -17 -18 18 -20 -21
leaf_value=-0.00095621958310372287 -0.0007614688625744645 0.001006111560693289 -0.00080545210521438984 0.000969326992808969 -0.00060771800835431413 0.00075956850760335905 -0.00059930426647952361 -0.000679647182099173 -0.00056559264575079525 0.00074960173468302895 -0.00059590853005132697 0.00090574570262123648 -0.00045288249882367452 -0.00085612657966868243 0.00055204135853480099 -0.00045519135890865418 0.00063103976830928947 -0.00018100133124284831 0.00078307432699688566 -0.00011301363933316208
leaf_weight=0.001034458936662582 0.0010419882626847175 0.0010489697319380339 0.0010960154290343199 0.0015593602253947125 0.0011054611759822022 0.0013516539073963009 0.0012964745846701922 0.0010359208819437629 0.0012394373954171039 0.0013576394743495179 0.0017000302666371871 0.001653015711830145 0.0010403780756519697 0.0012014135132910608 0.0011522213859720331 0.0010171259874119931 0.0015386071075997876 0.0014273782388027345 0.0011615759813742299 0.001009770205483207
leaf_count=145 311 42 523 100 85 266 81 76 420 59 159 178 549 163 46 168 58 177 204 100
internal_value=0 2.9828e-05 -1.28683e-05 2.50829e-05 6.25966e-05 9.83215e-05 5.22276e-05 9.89116e-05 0.000146193 0.000201964 9.59965e-05 0.00020913 7.7439e-05 -4.61049e-05 0.000546437 0.000111237 0.000222719 4.96163e-05 0.000251547 0.000241424
internal_weight=0 0.0250344 0.0239855 0.0228895 0.0218475 0.020742 0.0193903 0.0180939 0.017058 0.0158185 0.0120972 0.0103971 0.00874412 0.00738648 0.00372135 0.00618507 0.00516794 0.00362933 0.00258895 0.00216199
internal_count=3910 3765 3723 3200 2889 2804 2538 2457 2381 1961 1715 1556 1378 1319 246 1156 988 930 381 146
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 38 39 43 457 148 159 43 3 133 150 3 2 51 12 0 48
split_gain=0.000390552 0.000331279 0.000353733 0.000298574 0.000212946 0.000269036 0.00023156 0.000240145 0.000187821 0.000200457 0.000422991 0.000230823 0.000185367 0.000198046 0.000213137 0.000269627 0.00020304 0.00015783 5.07066e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.085060000000000011 -0.085894999999999985 0.088055000000000008 -1.0000000180025095e-35 -0.034019999999999988 0.18078000000000002 0.16699000000000003 0.084760000000000016 0.086870000000000017 0.092005000000000017 0.083585000000000007 -0.066709999999999978 0.091555000000000011 -0.10575999999999998 0.083775000000000002
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 6 -6 7 -4 -9 10 11 12 13 14 15 -10 18 -17 -16
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15 16 17 -18 -19 -20
leaf_value=-0.0010138698911792887 -0.00084986689304627312 -0.00085480963221923063 -0.00063154739565662421 -0.00063923692163327431 0.00011130781921453888 0.0012284236060847915 0.00084552604033546141 -0.0004595502304849815 0.00083900621353162174 -0.00054260373817185286 0.0012323184857931267 -0.00044714535631562173 -0.00030690047188455398 -0.00017760947000927018 0.00075339114631725536 0.0003601773923895868 0.00014961528728339393 -0.00046143184600893456 0.0012114411249179373
leaf_weight=0.0010166488345180495 0.0011155283804841131 0.0010737983262416586 0.0012751842945686312 0.0013490692667674766 0.0012646331826631323 0.0010724649603236517 0.0010551201539638058 0.0014352549597964779 0.0010303670173605894 0.0010144887409507123 0.0010157578499648693 0.001616705431891797 0.0015760488960487882 0.001891659453778117 0.001820363070351369 0.0010155511856524413 0.001379931767989423 0.0016551585079755994 0.001012384018527844
leaf_count=592 332 68 104 92 100 226 124 366 57 176 118 598 84 92 256 26 193 229 77
internal_value=0 2.37815e-05 6.5158e-05 0.000109102 0.000156878 0.000623938 9.87971e-05 5.43812e-05 0.000107509 0.000161665 0.000212648 0.000132965 0.000215368 0.000299313 0.000413314 0.00012605 0.000665692 -0.000149011 0.000917092
internal_weight=0 0.0246695 0.0235539 0.0224801 0.0211311 0.0023371 0.018794 0.0177389 0.0164637 0.0150284 0.0140139 0.0129982 0.0113815 0.00980542 0.00791376 0.00370108 0.00421268 0.00267071 0.00283275
internal_count=3910 3318 2986 2918 2826 326 2500 2376 2272 1906 1730 1612 1014 930 838 312 526 255 333
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=20
num_cat=0
split_feature=1213 1374 1456 133 38 3 48 51 457 0 1 15 15 49 1 12 3 15 43
split_gain=0.000377923 0.000289904 0.000317759 0.00026954 0.000228852 0.000231933 0.000244917 0.000233971 0.000282792 0.00036899 0.000184138 0.00021062 0.000213602 0.000197293 0.000175682 0.00017226 0.000161032 0.000150724 8.4515e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 0.11463000000000002 -0.079274999999999984 -0.23029999999999998 0.10752500000000002 0.084050000000000014 -0.10192499999999999 -0.084934999999999997 0.13501500000000002 0.080120000000000011 -0.021064999999999997 -0.03231499999999999 -0.075819999999999985
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 -10 11 12 -11 -14 18 16 -15 -17 -12
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 14 -13 13 15 -16 17 -18 -19 -20
leaf_value=-0.0010657699860036288 -0.00089101634124244468 -0.0008814658524536759 -0.00069811274586235492 -0.00081778675546081048 -0.00068964803985067404 0.00065453357565773914 -0.00067274080573449465 -0.00067796017072755267 0.00092275814189190098 -0.00057296218387516715 0.00019654198064351114 -0.00066541212350878435 -0.00050469939805568634 0.0008934298868910626 -0.00011298014264401393 0.00040927133294039043 0.00019126128812142445 -0.00032150044525179025 0.00072724735032575786
leaf_weight=0.0010651261826110292 0.001127090041609157 0.0011481995870525957 0.0010554138820326178 0.001035363868224482 0.0011216989145031988 0.0013192768076121927 0.0012662122100757641 0.0010455609579159688 0.0012838034282140936 0.001228013852732481 0.0011529583661467335 0.0012183895581184883 0.001019081493345733 0.0013072715567972182 0.0015464058886159237 0.0010834232706865574 0.0019381872450826773 0.0017880582081811836 0.0018981004563873582
leaf_count=592 68 332 186 435 88 152 102 118 61 169 144 451 75 57 91 275 150 246 118
internal_value=0 -0.000125095 -8.82904e-05 -4.7464e-05 -9.97016e-06 2.78655e-05 -1.60384e-05 3.13023e-05 7.61944e-05 0.000129042 5.71811e-05 -6.4854e-05 2.26294e-05 0.000125123 0.000311537 0.000230051 0.000474095 -4.57769e-05 0.0005267
internal_weight=0 0.0245825 0.0234554 0.0223072 0.0212719 0.0201502 0.0188309 0.0175647 0.0165191 0.0154637 0.0141799 0.00958243 0.00836404 0.00713602 0.00459746 0.00611694 0.00324546 0.00287148 0.00305106
internal_count=3910 3318 3250 2918 2483 2395 2243 2141 2023 1837 1776 1423 972 803 353 728 207 521 262
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=23
num_cat=0
split_feature=1213 453 1374 0 38 39 43 376 51 2 159 1 52 3 150 0 2 0 15 4 151 4
split_gain=0.000469783 0.0003681 0.000327222 0.00048035 0.000302898 0.000300765 0.00038533 0.000431767 0.000381761 0.000368376 0.000272698 0.000228805 0.000209767 0.000271746 0.00018129 0.000195127 0.000274867 0.000255422 0.000185203 0.00027248 0.000116349 0.000116179
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 1.0000000180025095e-35 0.005105000000000001 -0.080894999999999981 0.084195000000000006 0.13881000000000002 0.11260500000000001 0.10248000000000002 0.11287500000000002 0.092885000000000009 -0.15464999999999998 0.089155000000000012 -0.070894999999999986 0.092450000000000018 -0.053834999999999994 -0.10192499999999999 0.0021050000000000005 -0.0065099999999999993 -0.41745999999999994
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 8 7 -7 9 10 12 -11 13 -5 15 16 18 -17 -15 -20 -4 -14
right_child=1 -3 3 4 -6 6 -8 -9 -10 11 -12 -13 21 14 -16 17 -18 -19 19 -21 -22 -23
leaf_value=-0.0010283549865860988 -0.00078025430991376737 -0.00082894354730440076 0.0011898028631441928 0.00083535709820109429 -0.0006778747376795975 0.00083539340164366616 0.0012399278197137991 -0.00065127686133514134 -0.0008980673610760277 0.00019681436390156328 -0.00080826696773820975 0.0010724403594265664 -1.3529306882386612e-05 -0.00079184258589336406 -0.00052526783804296927 0.0010678711007486149 0.00069912701333595876 -3.5014136185311071e-06 -0.00044894342604778959 0.00052789686932738029 0.00044357230236237644 -0.00070105293553960918
leaf_weight=0.001143169907645381 0.0011332653157729569 0.0012487430802010637 0.0011139409812486178 0.0012120921545675173 0.0014456455031730533 0.0010219912468190373 0.0012368326998884521 0.0010000376532860455 0.0011426734529990648 0.0018909096730621014 0.0011320060484888506 0.0013049855234941038 0.001150206195191128 0.0011316594705983504 0.0013255328068231265 0.0011038482060519161 0.0010090675197778794 0.0012034491399123947 0.0017172793234587203 0.0012967170781796045 0.0010503104470975756 0.0014222797710522076
leaf_count=592 68 99 46 136 91 139 162 51 125 185 218 161 25 114 102 104 165 98 647 80 59 443
internal_value=0 2.41667e-05 6.507e-05 0.000103525 3.46287e-05 8.29833e-05 0.000532716 0.000100129 1.75291e-06 6.25931e-05 -5.20903e-05 0.00055436 1.59966e-05 0.000121381 2.29001e-05 0.000120275 -5.37484e-05 0.00050906 -0.000237001 -2.86757e-05 0.000827657 -0.000393648
internal_weight=0 0.0272935 0.0260447 0.0249115 0.0227472 0.0213016 0.00325886 0.00202203 0.0180427 0.0169 0.0137041 0.0031959 0.0125721 0.00999965 0.00878755 0.00746202 0.00515472 0.0023073 0.00414566 0.003014 0.00216425 0.00257249
internal_count=3910 3318 3219 3151 3046 2955 352 190 2603 2478 2132 346 1914 1446 1310 1208 1006 202 841 727 105 468
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=23
num_cat=0
split_feature=133 1374 1213 1456 38 13 480 14 0 15 47 0 3 157 4 39 13 42 0 3 4 1
split_gain=0.00040634 0.000383475 0.000380815 0.000410849 0.000271123 0.000296385 0.000271382 0.000245105 0.000234365 0.000379611 0.000308361 0.000267661 0.000227975 0.00022301 0.000215691 0.000201459 0.000291741 0.000274304 0.000276776 0.000216489 0.000164272 0.000151242
threshold=0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.45122499999999993 1.0000000180025095e-35 0.077685000000000018 -0.017269999999999997 -1.0000000180025095e-35 0.09252500000000001 -0.23029999999999998 -0.073984999999999981 -0.062539999999999984 -0.49269499999999994 0.005105000000000001 -0.10241499999999999 0.08401500000000002 -0.097664999999999988 -0.08348499999999999 0.053925000000000008 0.12646500000000002
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 -1 -3 -4 5 -5 7 8 10 -10 11 -7 -12 -13 -11 16 -15 18 20 -19 -18 -14
right_child=-2 2 3 4 -6 6 -8 -9 9 14 12 13 21 15 -16 -17 17 19 -20 -21 -22 -23
leaf_value=-0.00081690706587441851 -0.00082046715151371636 -0.00080927137931942035 -0.00072578078797930559 0.00085216778150840869 -0.00051643415781407905 0.00075208916743133925 -0.00060348698425704954 -0.0005171242880390878 0.0012082225321569545 -0.00030840893786528281 0.00021304904602615073 0.00066994804628446288 -0.00092583354919325764 0.00053419427682228546 0.00051875255356779656 0.00058975117816943072 0.00019724482767484564 0.0006853328522719882 -0.0010807575090881175 -0.00024869734170779236 -0.00059983010815410523 -0.0001461051505846358
leaf_weight=0.0011041410584198266 0.0012668274034671806 0.0010273611375441047 0.0012274180574596344 0.0012963918907175449 0.0012680460708899268 0.0018163809224489508 0.0010072462541147282 0.0010396561829187348 0.0011944281014744096 0.0010170042285242431 0.0013384504371082503 0.0014380621530175634 0.0011105635985593533 0.0014285154892166203 0.0019561335652061125 0.0012294961343957723 0.0011715339924687996 0.0010202283693422354 0.0010646865666082668 0.0010888316648363927 0.0010324731403697496 0.0010065711228994237
leaf_count=64 545 512 306 73 88 65 219 72 103 132 130 221 81 109 93 196 59 73 431 253 59 26
internal_value=0 2.38621e-05 5.98725e-05 9.59472e-05 0.000138821 0.000176154 0.000134342 0.000171589 0.000209447 0.000514504 0.000123229 0.000239785 -0.000257585 0.000141562 0.00023581 4.70037e-05 -5.10391e-05 -0.000206497 -0.000470799 0.000203127 -0.000176147 -0.000555119
internal_weight=0 0.0268836 0.0257795 0.0247521 0.0235247 0.0222567 0.0209603 0.019953 0.0189134 0.00416757 0.0147458 0.0112902 0.00345559 0.00947383 0.00297314 0.00803577 0.00680627 0.00537775 0.00326869 0.00210906 0.00220401 0.00211713
internal_count=3910 3365 3301 2789 2483 2395 2322 2103 2031 328 1703 1466 237 1401 225 1180 984 875 549 326 118 107
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=14
num_cat=0
split_feature=124 133 158 50 156 42 16 43 16 4 1 1 1
split_gain=8.4149e-05 0.000158989 0.000119284 0.000165843 0.000151422 0.000134196 0.000157263 0.000120413 0.000107253 0.000103682 8.01342e-05 0.000169965 0.000147455
threshold=0.095200000000000021 0.099765000000000006 0.084965000000000027 0.086465000000000014 0.091280000000000014 -1.0000000180025095e-35 -0.00083999999999999993 -0.074254999999999988 -0.055679999999999993 -0.0025899999999999994 0.12263000000000002 0.11052000000000002 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 -7 11 12 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0014159576871181033 0.0020794813774502878 -0.0029993610358184093 -0.0024253553235915291 -0.0023539758861894368 -0.0023636265683833054 0.0026372322896962928 0.0035949682285153447 0.00088521202795927272 -0.0017964820479397998 -0.00089381507583125616 0.0019810742117171826 -0.0026080031466895167 0.0022346782990890139
leaf_weight=0.0015738782310829617 0.00100090764093039 0.0010275756234250357 0.0010373781485821581 0.0013104324892275225 0.001012342083241192 0.0012359703538909472 0.0017668372129981957 0.001899186683688602 0.0011409500770310776 0.0016882169737327795 0.0011876417455825208 0.0012025580482973863 0.0016754201388586853
leaf_count=600 67 595 366 542 293 252 202 224 337 124 121 86 101
internal_value=0 -0.000146961 2.82277e-05 0.000190416 0.000422235 0.000633163 0.000906548 0.00219118 0.000327331 0.000674002 0.000252284 -0.000197364 0.00066448
internal_weight=0 0.0177584 0.0167308 0.0156934 0.014383 0.0133707 0.0117968 0.00366602 0.00813076 0.00698981 0.00575384 0.0045662 0.00336364
internal_count=3910 3843 3248 2882 2340 2047 1447 426 1021 684 432 311 225
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=16
num_cat=0
split_feature=52 1 376 47 3 1 150 4 4 0 0 16 16 2 1
split_gain=7.90738e-05 8.99731e-05 0.000100268 9.04085e-05 0.000310319 0.000133987 0.000142585 0.000176587 0.000174889 0.000198989 0.00011777 0.000100747 0.000130944 0.000120877 9.28999e-05
threshold=-0.40083499999999994 0.13662500000000002 0.048375000000000008 0.09252500000000001 -0.075404999999999986 0.076710000000000014 0.11398500000000002 0.0057500000000000008 0.080255000000000007 -0.14136999999999997 -0.15713499999999997 0.0015250000000000001 -0.27337499999999998 0.097940000000000013 0.096630000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 11 7 10 -9 -10 -7 12 -2 -13 -12
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 14 13 -14 -15 -16
leaf_value=-0.0017081076690848792 -0.00014918223944738256 0.0014972075442734642 0.0015523467674240935 0.0011088246423342479 -0.0036852057739959455 -0.0017683149019160046 -0.0013704621231244193 0.0040304633170368861 -0.00085054631059970024 0.0028993723970427679 -0.00043975601359268971 -0.0014654655682450641 -0.0031653481325045587 0.0014925915508838638 0.0020943852427310916
leaf_weight=0.0010260845631330602 0.0010245659509376664 0.0015864203510762937 0.0013716893601818268 0.0010041837777012563 0.0011119691168603773 0.0011560778045786591 0.0013698165992050426 0.0010220737142905278 0.0011808127569863103 0.0010401592358891543 0.0012807980250459511 0.0010335023733529375 0.0012472973685330195 0.0011302763103836523 0.0010120428053904812
leaf_count=401 130 217 169 146 142 86 105 61 58 115 512 142 1326 111 189
internal_value=0 7.72464e-05 -6.36743e-05 -0.000215361 -0.00141028 -1.30281e-05 0.000467103 0.000843245 0.00189048 0.000905672 -0.000141476 -0.000885666 -0.00180512 7.97118e-05 0.000678795
internal_weight=0 0.0175717 0.0159853 0.0146136 0.00211615 0.0124974 0.00806178 0.00669196 0.00324305 0.00222097 0.00344892 0.00443564 0.00227186 0.00216378 0.00229284
internal_count=3910 3509 3292 3123 288 2835 1126 1021 234 173 787 1709 1456 253 701
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=20
num_cat=0
split_feature=133 1374 1456 38 3 457 51 12 16 1 52 2 12 4 42 3 0 12 51
split_gain=0.000299127 0.00029182 0.000317235 0.000236697 0.000319151 0.000220843 0.000253161 0.000261068 0.000251506 0.000227225 0.000212962 0.000325106 0.000336664 0.000343443 0.000228437 0.0002032 0.000334861 0.000199385 0.000179532
threshold=0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.16699000000000003 0.084715000000000013 0.13881000000000002 0.051320000000000005 -0.50763499999999995 0.10521500000000002 0.10218500000000001 0.092745000000000008 0.097345000000000015 -0.080874999999999989 0.089015000000000025 -0.016619999999999996 -0.10071499999999999 0.11655500000000001 -0.032189999999999989
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 6 7 8 -4 15 11 12 13 -9 -13 -10 -17 -14 -11
right_child=-2 2 3 -5 -6 -7 -8 10 9 18 -12 14 17 -15 -16 16 -18 -19 -20
leaf_value=-0.00075684970719298882 -0.00078851626064221816 -0.0007447734160975606 -0.00041700827770326692 -0.00055524461976248025 0.00077502180325457958 0.00056459074721766005 -0.00068671268733541571 -6.0956952758343347e-05 0.00069354659370498737 0.0003842784985729363 -0.00067915056799428583 0.00071443297996348458 0.00063354666527416629 -0.0011138081742343884 -0.0001648133808356996 0.00035117744942848346 -0.00064017965124659045 -0.00024091401210391746 0.0012154613276787335
leaf_weight=0.0010361320872878102 0.0010676639062603193 0.0010617310478580394 0.0010326439837679705 0.0012013159619353999 0.0015368018264741287 0.0018235064909294931 0.001048609833926877 0.0013539416570869595 0.0011984341941810861 0.0013217455897063801 0.0012337600795552248 0.0017716699059466129 0.0011043304137637964 0.001383118545930693 0.0010329943979978662 0.0019888471217222037 0.0012102930212287682 0.0012030689673189245 0.0010141759323480763
leaf_count=64 545 343 79 91 152 178 101 437 56 75 334 231 88 615 135 101 118 30 137
internal_value=0 1.4971e-05 4.89708e-05 8.6494e-05 0.00012276 7.1931e-05 2.17361e-05 6.58269e-05 0.000265871 0.000370597 -0.000105217 -1.50035e-05 -0.000240512 -0.000592994 0.000390595 0.000171641 -2.3871e-05 0.000177606 0.000745149
internal_weight=0 0.0245571 0.023521 0.0224593 0.0212579 0.0197211 0.0178976 0.016849 0.00776614 0.0067335 0.00908288 0.00784912 0.00504446 0.00273706 0.00280466 0.00439757 0.00319914 0.0023074 0.00233592
internal_count=3910 3365 3301 2958 2867 2715 2537 2436 566 487 1870 1536 1170 1052 366 275 219 118 212
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=15
num_cat=0
split_feature=14 147 484 474 0 48 3 0 43 13 0 150 15 13
split_gain=7.6738e-05 8.66767e-05 0.000139774 9.82901e-05 0.000129607 0.000192802 0.00015563 0.00012688 0.000119233 9.86141e-05 0.000150964 9.6746e-05 7.136e-05 6.55529e-05
threshold=0.064610000000000015 0.089245000000000005 -0.0043499999999999988 0.085165000000000018 -0.074249999999999997 0.08593000000000002 -0.115685 -0.10575999999999998 -0.049504999999999987 -0.071149999999999977 -0.032484999999999993 0.082085000000000019 -0.088379999999999986 -0.10939499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4 -8 -11 13 -9 -10
right_child=-2 -3 3 -5 5 -7 9 12 11 10 -12 -13 -14 -15
leaf_value=-0.0026605828007271542 -0.0020731803366461888 0.0023113734597727505 0.0021828865719954031 0.0024083282350031475 0.0021744825456942196 0.0034146426549170822 -0.002544547674189854 -0.00073975887722375682 -0.00012762024761933368 0.0023503785289161602 -0.0016514281770718372 0.00087837005609993509 -0.0034718663148499669 -0.0025674845968070704
leaf_weight=0.0011428733097076224 0.0010431865801121256 0.0010064399757389588 0.0011491539430185313 0.0010886099790901058 0.0015370766269085789 0.0013486084786638042 0.0012490170487788601 0.0010731067845496855 0.001159903734299552 0.0010448876731173132 0.0012518831542925784 0.0016069605403332687 0.0012508190740098358 0.0015601936512445441
leaf_count=566 138 152 134 267 135 159 128 312 103 313 114 75 1170 144
internal_value=0 9.70035e-05 -3.83678e-05 0.000157247 -1.49437e-05 0.000801942 0.000108728 -0.000688493 -4.26977e-05 -0.000786764 0.000169145 -0.000633755 -0.00221028 -0.00152708
internal_weight=0 0.0174695 0.0164631 0.0153202 0.0142316 0.00643147 0.00508286 0.00780014 0.00547621 0.00354579 0.00229677 0.00432706 0.00232393 0.0027201
internal_count=3910 3772 3620 3054 2787 849 690 1938 456 555 427 322 1482 247
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=22
num_cat=0
split_feature=1213 453 1374 0 133 38 3 51 475 474 3 2 52 52 2 15 42 13 49 12 47
split_gain=0.000428015 0.000310543 0.000324946 0.00039337 0.000273836 0.000280497 0.000370509 0.000424287 0.000219689 0.000349497 0.000227057 0.000197769 0.000314809 0.000284911 0.000197932 0.000323832 0.000292444 0.000209941 0.000199798 0.00030207 0.000156759
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.13881000000000002 -1.0000000180025095e-35 0.085435000000000025 -0.22254999999999997 0.12238000000000002 0.10599500000000002 0.37486000000000003 0.091985000000000011 -0.11739999999999999 0.089470000000000008 -0.0101 -0.082084999999999977 0.080120000000000011 0.091930000000000012
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 -5 -10 12 14 -14 15 -12 18 -16 -17 20 -20
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 11 -13 13 -15 17 16 -18 -19 19 -21 -22
leaf_value=-0.0010022537427407611 -0.00076246364696628502 -0.00077927148167763734 0.00077194423488559263 -0.0010095278384081765 -0.00074276230428635295 -0.00070293136910543703 0.00086910344611774949 -0.00084814329971104026 0.00083134582281427379 0.00028281557450276037 -0.00066976385890737131 0.00079476807411288245 -0.0010460578802507553 0.00012053171703108373 0.00083298837985317116 -0.00063218676967824895 0.00078988318133570005 6.1280545808988713e-05 0.0009368174246487458 -0.00046641695443981704 8.9141137532768451e-05
leaf_weight=0.0010633192989824942 0.0011538332294109823 0.0011606861201399745 0.0019567201541144065 0.0010380837985008535 0.0010732567274479186 0.0010956029798013791 0.0015044597286635033 0.0012082769378502214 0.0012399528502284778 0.001043562373741945 0.0013311320647901555 0.001021709985681689 0.0010859848912729434 0.0010000729979383755 0.0019591747791217196 0.0010048241587442561 0.0015101222743637358 0.0015867143996664002 0.0011030924988202542 0.0011985600866491267 0.0010676292194773396
leaf_count=592 68 99 105 235 458 87 144 121 82 264 145 138 157 159 186 70 139 143 61 440 17
internal_value=0 1.82587e-05 5.50172e-05 9.42714e-05 3.41952e-05 7.39055e-05 0.000116667 5.51414e-05 0.000118631 -0.000361656 0.000184802 0.000126998 7.38924e-05 -0.000486785 0.000182579 3.26493e-05 0.000191549 0.000487665 -1.50201e-05 0.000169038 0.000519904
internal_weight=0 0.0263435 0.0251828 0.0240289 0.0220722 0.020999 0.0199034 0.0183989 0.0171906 0.00208165 0.015109 0.013869 0.0128473 0.00208606 0.0107612 0.00721536 0.00588423 0.00354589 0.00437411 0.00336928 0.00217072
internal_count=3910 3318 3219 3151 3046 2588 2501 2357 2236 499 1737 1655 1517 316 1201 872 727 329 588 518 78
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=20
num_cat=0
split_feature=133 1456 1374 38 3 51 41 51 15 52 0 47 4 16 13 13 12 2 4
split_gain=0.000289547 0.000306055 0.000300893 0.000239427 0.000329645 0.000255861 0.000233567 0.000287052 0.00019086 0.000151774 0.000252146 0.000282706 0.000291972 0.00019848 0.000138142 0.000154332 0.000172153 0.000134995 0.00011359
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.16699000000000003 0.13881000000000002 0.079885000000000025 0.077145000000000005 -0.094924999999999995 0.11401500000000002 -0.060094999999999989 0.09252500000000001 0.05309500000000001 -0.010344999999999998 -1.0000000180025095e-35 0.11202500000000001 0.092720000000000011 0.11043500000000002 -0.010764999999999999
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 6 7 9 -9 10 11 12 13 -4 -12 -16 -17 -14 -15
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 14 -13 17 18 15 16 -18 -19 -20
leaf_value=-0.00084186040948339559 -0.00084777049565583405 -0.00080145044760377175 -0.0006727640671126419 -0.00061799730711681376 0.00088641870191144437 -0.00068744062511843661 -0.00052915807113284869 0.0012459606901994184 0.00030985125166033806 -0.00036395532823036043 0.00079240761098027003 -0.00064499369868542956 0.00085108393883424514 0.00052384747989069806 -0.00025087677138599211 0.000829606280303769 -4.5109763991999612e-05 9.7567792496963679e-05 -0.00025397261838306382
leaf_weight=0.0010469656459170138 0.0010655871150413573 0.0010314639471697964 0.0013658630627395888 0.0011685383812243258 0.0014994397946171403 0.0010814831978381975 0.0013292066723179499 0.0010278577801981215 0.0013647839816794153 0.0016853631843547082 0.001845602177415917 0.0016094649563846691 0.0015427865557993345 0.0010157647780547896 0.0011661823860266958 0.0014801095902052808 0.0010251808131882534 0.0010937478605576936 0.0010058931550079604
leaf_count=343 545 64 745 91 152 107 142 54 186 279 138 180 162 212 178 29 20 97 186
internal_value=0 2.59663e-05 6.48966e-05 0.000104956 0.00014492 8.83074e-05 0.000133515 0.000184641 0.000711996 9.95932e-05 0.000159001 -3.41397e-05 0.000129064 -0.000189598 0.000426234 0.000242163 0.000471667 0.000538493 0.000136836
internal_weight=0 0.0243857 0.0233387 0.0223073 0.0211387 0.0196393 0.0185578 0.0172286 0.00239264 0.014836 0.0131506 0.00763352 0.00602406 0.00338752 0.00551707 0.00367147 0.00250529 0.00263653 0.00202166
internal_count=3910 3365 3022 2958 2867 2715 2608 2466 240 2226 1947 1582 1402 1143 365 227 49 259 398
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 38 13 14 457 48 132 16 12 16 51 15 2 4 15 4 15
split_gain=0.000392101 0.000337608 0.000304643 0.000313371 0.000263192 0.000283296 0.000259127 0.000216773 0.000204913 0.000184975 0.000199274 0.000309706 0.000358693 0.000305075 0.000266209 0.000310562 0.000178215 0.000140662 0.00030993 9.32977e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 1.0000000180025095e-35 -0.45122499999999993 0.077685000000000018 0.084715000000000013 0.11930500000000001 0.079995000000000011 -0.095109999999999986 0.051320000000000005 -0.010819999999999998 0.077145000000000005 -0.14868999999999996 0.10705000000000002 -0.030814999999999995 -0.033649999999999992 -0.23071499999999998 -0.042544999999999993
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 8 9 10 13 12 -12 14 -7 19 -13 -14 -19 -16
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 16 17 -15 15 -17 -18 18 -20 -21
leaf_value=-0.00096730223096779195 -0.00082234741510593386 -0.00072745391526541552 0.00094879361478942116 -0.00074393319770700973 -0.00056611721041850585 0.00088020301113773123 -0.00061269012075430818 0.00070231791167452943 -0.00047023713922346119 0.00075066738515591216 -0.00037531586116403931 -5.2475247942534195e-05 -9.1380760346776703e-06 0.0010315167494353975 -5.0167176237068446e-05 -0.00074346505382996394 -0.00076179449251473634 1.9303774114592093e-06 0.00109565109302691 0.00056937680629783733
leaf_weight=0.0010201140144664679 0.0011079218395567024 0.0011440890312952581 0.0011432326060153769 0.0010325930789818463 0.0012265565502452827 0.0010011479426208477 0.0010717816898073709 0.0018172844544011016 0.0013083564248041737 0.0012932716605181241 0.0017370101288771145 0.0019006897205111608 0.0010163791479819162 0.001294736614972803 0.0011618339407960254 0.0010837895685039123 0.0016417605937294856 0.0010421975811176765 0.001687771780863899 0.0012600743134517887
leaf_count=592 332 68 73 435 88 153 76 167 97 155 110 568 92 80 86 48 461 81 56 92
internal_value=0 2.94057e-05 6.73583e-05 0.000105694 0.000144363 0.000184968 0.00014199 0.000184017 0.000129975 0.000178688 0.000128799 -1.77732e-05 0.000217021 0.000356828 0.000163002 -4.18144e-05 -0.000381212 0.000491661 0.00067811 0.00027217
internal_weight=0 0.0259725 0.0248646 0.0237205 0.0226879 0.0214613 0.0203181 0.0192463 0.017429 0.0161207 0.0148274 0.00902581 0.00548336 0.00580158 0.00450685 0.0035057 0.00354245 0.00374635 0.00272997 0.00242191
internal_count=3910 3318 2986 2918 2483 2395 2322 2246 2079 1982 1827 1368 339 459 379 226 1029 229 137 178
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=20
num_cat=0
split_feature=1374 150 3 15 4 11 158 151 133 0 123 16 39 16 43 51 0 0 4
split_gain=0.000265387 0.000306215 0.000284226 0.000257098 0.000232057 0.000351467 0.000276181 0.000222598 0.000202171 0.000402996 0.000219165 0.000283805 0.000273218 0.000273706 0.000262241 0.000203937 0.000156545 0.000262152 0.000146479
threshold=-0.094679999999999986 0.08486500000000001 0.096385000000000012 -0.03231499999999999 0.50657000000000008 0.079700000000000007 0.085745000000000002 -0.080624999999999988 0.10599500000000002 -0.010494999999999999 0.084845000000000018 -0.30307999999999996 0.005105000000000001 -0.15168999999999996 -0.092084999999999986 0.084305000000000019 -0.11756999999999999 -0.070894999999999986 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 5 6 8 -3 9 10 11 -2 13 -13 -15 16 -16 -18 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 18 -12 12 -14 14 15 -17 17 -19 -20
leaf_value=-0.0008365667185531578 -0.00064798880337449286 0.00096914867172307189 0.0011558311407052311 -0.0004631802868899417 0.0006676895702102762 -0.00089006097383560322 -0.00087812736506934338 -3.1594065327041895e-05 -0.00070539645611328175 0.00012768967794866967 -0.00081977053311419064 0.00051310922655239412 0.00072424333113091485 -0.00095173450941014566 0.00062039902088283506 -0.00064891521429858486 -0.00052540862375226424 0.00052265549312928655 0.00083425137942808795
leaf_weight=0.0010278716953520109 0.0016691141235951586 0.0012300767903908882 0.0010306722904853682 0.0011437079503128214 0.0010772198386351716 0.0014546836566227675 0.0010225913539870712 0.0011649738907112267 0.0010240748147573751 0.0013051000487074305 0.0010173170140015493 0.0018694778459719666 0.0015153977164023549 0.0010471757592339821 0.001214159450296346 0.0011715099354983986 0.0015503749879476245 0.0010970283811587763 0.0020004801433608577
leaf_count=68 118 97 88 119 202 209 295 87 487 83 70 56 99 217 76 221 1063 160 95
internal_value=0 1.43464e-05 0.000397612 0.000176779 -7.30628e-05 -0.000115152 -5.07522e-05 0.000482379 5.83e-07 4.73559e-05 -9.08167e-05 -2.42134e-05 8.57855e-05 -3.59191e-05 -0.000204727 -4.93058e-05 0.000132602 -9.11129e-05 0.000555289
internal_weight=0 0.0246051 0.00456943 0.00353876 0.0200357 0.0189585 0.0175038 0.00239505 0.0164812 0.0154571 0.0121516 0.0111342 0.00946512 0.00794973 0.00608025 0.00503307 0.00386156 0.0026474 0.00330558
internal_count=3910 3842 391 303 3451 3249 3040 184 2745 2258 2080 2010 1892 1793 1737 1520 1299 1223 178
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 133 11 16 146 457 150 15 0 123 15 13 13 48 3 0 4 1 2
split_gain=0.000386074 0.000347932 0.000332069 0.000261387 0.000295707 0.00052585 0.000354046 0.000351377 0.000349375 0.000440604 0.000324587 0.000443142 0.000274459 0.000273727 0.000165208 0.00016566 0.000210979 0.000155951 0.000138438 0.00011513 9.93004e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.080455000000000013 -0.40374499999999997 0.084635000000000002 -0.0034949999999999994 0.08486500000000001 -0.03231499999999999 -0.017269999999999997 0.084845000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10241499999999999 0.086215000000000014 -0.077894999999999978 -0.11991499999999998 0.097045000000000006 0.094695000000000015 0.08400500000000001
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 6 -6 7 -4 10 -10 11 14 -12 -14 17 16 20 -9 19 -18 -16
right_child=1 2 3 -5 5 -7 -8 8 9 -11 12 -13 13 -15 15 -17 18 -19 -20 -21 -22
leaf_value=-0.00089635792682594571 -0.00078829337432680189 -0.000747477535969544 -0.00044904195822565888 -0.00064074014590448261 0.0004300446247359846 -0.0010309077988097852 -0.00069049069034628988 0.00013065486254432463 0.0011856975231055928 -3.8751406998657651e-05 0.0012573940950977116 -0.00083837018727103815 0.00082772218261248842 -0.00010933904264572996 -0.0005769337931058816 -0.00035153585470212525 0.00021155159473848002 0.00096021740737904388 -1.1527206149062994e-05 0.00076666730141363468 9.2700947872346263e-05
leaf_weight=0.0010999149618871737 0.0011723970380503454 0.0011314546110632309 0.001646184316670094 0.0010706255304401687 0.0010059998983820151 0.0012942745732619212 0.0010236867596593582 0.0010365469430402285 0.001934377467964904 0.0010372213440217317 0.0010023259112928382 0.0011186699135394855 0.0013652824892270154 0.0015064799623951746 0.0010124883672682997 0.0017063175836643379 0.0015903863496428017 0.0010460948620552466 0.0017557588629342064 0.001864917787855358 0.001022683813437876
leaf_count=592 332 68 244 435 54 168 38 72 152 95 78 128 56 92 212 199 218 69 98 100 410
internal_value=0 1.954e-05 5.57279e-05 9.2021e-05 0.00012475 -0.000391976 0.000179602 0.000222745 0.00028095 0.00075831 0.000192448 7.06659e-05 0.000574503 0.000336155 0.000162818 7.33662e-05 0.000173421 0.000547338 0.000335053 0.000511162 -0.000240439
internal_weight=0 0.0273442 0.0261718 0.0250403 0.0239697 0.00230027 0.0216694 0.0206457 0.0189996 0.0029716 0.016028 0.0121539 0.00387409 0.00287176 0.0110352 0.00895255 0.00724624 0.00208264 0.00521106 0.0034553 0.00203517
internal_count=3910 3318 2986 2918 2483 222 2261 2223 1979 247 1732 1506 226 148 1378 1237 1038 141 416 318 622
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=14
num_cat=0
split_feature=38 124 484 160 42 160 52 4 47 150 475 0 1
split_gain=0.000121631 0.000177876 0.000120092 0.000101982 0.000123186 0.000133596 0.000169111 0.000227598 0.000219576 0.000173589 0.000121246 0.000106998 0.000160165
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.090735000000000024 0.10701500000000001 -0.23071499999999998 0.09252500000000001 0.086870000000000017 -1.0000000180025095e-35 -0.070894999999999986 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 10 -9 12 -12
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.0027670129967598653 -0.0028286183067161358 -0.0026961966583256502 -0.0022534398105112968 -0.0019211336143758826 -0.002758690928912063 -0.0018298177476380973 0.0039448615543223146 -0.00022957495273341304 -0.0017590878821304001 -0.00076365179630236678 1.8885083487486513e-06 0.0050480818136188496 0.0036996220391339661
leaf_weight=0.0015834540542732185 0.0010000694671312696 0.0011518275893433001 0.0011891425375944531 0.0015626549691090336 0.0012672088521725753 0.0014378240435282694 0.0010791463395700149 0.0010362101837615477 0.0016180088890605984 0.0016194991428578054 0.0013793032081134173 0.0011671792369000811 0.0018877936978397986
leaf_count=277 95 592 473 822 166 148 101 119 142 231 332 183 229
internal_value=0 0.000126943 -0.000128026 6.60236e-05 0.000262267 0.000535391 0.00084303 0.000507465 0.000982764 0.00160848 0.00231074 0.00290436 0.00213851
internal_weight=0 0.0179793 0.0163958 0.015244 0.0140548 0.0124922 0.0110543 0.0099752 0.00870799 0.00708999 0.00547049 0.00443428 0.0032671
internal_count=3910 3815 3538 2946 2473 1651 1503 1402 1236 1094 863 744 561
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=14
num_cat=0
split_feature=14 52 1 157 0 16 39 3 0 15 0 2 49
split_gain=9.64467e-05 8.26581e-05 0.000107568 0.000142587 0.000158428 0.000202963 0.000163298 0.00010453 0.000198183 0.000113856 0.000103748 0.000199445 0.000171855
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 0.005105000000000001 0.10666500000000002 -0.084074999999999997 0.024640000000000006 -0.15713499999999997 1.0000000180025095e-35 0.0037600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 10 -7 8 -3 -10 12 -12 -5
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=-0.002072711683847274 -0.002414812798833614 -0.0041951363596818073 0.0031228915136341144 0.0010774313330947163 0.0029180561716852693 -0.0035541440203371993 0.00053894293353916821 0.0013501621213756556 -0.0013923768656973351 0.001781297780591591 0.00011546905434317097 0.0042122138413742414 -0.002876982524470436
leaf_weight=0.0010270069192046911 0.0010041947463388093 0.0010825492671806738 0.0013288611228063915 0.0020026289257255598 0.0013205709657516862 0.0015254372415253754 0.001023945023757189 0.0012345050528068668 0.0019787950936726575 0.0011086202481028623 0.0018479555572595485 0.0012537492886414469 0.0010545726054904669
leaf_count=389 135 942 192 139 181 329 90 27 252 566 430 181 57
internal_value=0 0.000110627 0.000244399 0.00068251 0.000359151 -2.8895e-05 -0.00191018 -0.000676312 -0.00127624 -0.000252783 0.000749833 0.00177143 -0.000286632
internal_weight=0 0.0177892 0.0167622 0.0113577 0.0100289 0.00870829 0.00254938 0.00540447 0.00416996 0.00308742 0.00615891 0.0031017 0.0030572
internal_count=3910 3775 3386 1599 1407 1226 419 1787 1760 818 807 611 196
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=21
num_cat=0
split_feature=1374 150 3 133 15 50 15 158 11 0 123 48 2 151 52 0 3 1 52 16
split_gain=0.000341358 0.000304464 0.000313995 0.000301006 0.0002683 0.000260679 0.000379229 0.000396869 0.000361329 0.000388265 0.000275295 0.00036844 0.000266146 0.000227696 0.00019118 0.000212709 0.000278118 0.000185614 0.000134624 6.5218e-05
threshold=-0.094679999999999986 0.08486500000000001 0.096385000000000012 0.10681500000000001 -0.03231499999999999 0.11515000000000002 -0.26361999999999991 0.084965000000000027 0.080455000000000013 -0.017269999999999997 0.084845000000000018 0.086215000000000014 0.10679500000000001 -0.080624999999999988 -0.096614999999999993 -0.070174999999999987 0.084925000000000014 0.094485000000000013 0.090640000000000012 -0.082054999999999975
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 4 5 13 6 -2 8 9 10 11 12 14 -3 -8 16 17 19 -11 -16
right_child=1 2 -4 -5 -6 -7 7 -9 -10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00081461326997041739 0.0006908821385409698 0.00085932658520106924 0.001059787564675347 -0.00082871788791477467 -0.00042658503431262527 -0.00075149608556670448 -0.00024131502181724368 -0.00093339326435203714 -0.0008122310386467521 0.00076489993182611256 -0.00078288760988723752 -0.00057424780283487416 -0.00053951731072816715 -4.4480237024794087e-05 2.1971381029516062e-05 0.00099887274205565785 0.00093098005992040564 0.00042948809416148694 0.00019358431264471023 -0.00051116459668222147
leaf_weight=0.001120116364451861 0.0017233728410425723 0.0013038287629259515 0.0010972496487280381 0.001052558209392619 0.0011888296817733892 0.0010011547577753804 0.001361606346747448 0.0010330317121945492 0.0010799936184882055 0.0019485523654637739 0.001054401700754771 0.0018948972902940462 0.0010621344268096355 0.0011660314085643192 0.001006414208859197 0.0010050292455261465 0.0010194973581814093 0.0016095648605803925 0.001710198709535149 0.0010204613279287365
leaf_count=68 230 97 88 529 119 216 237 281 159 138 52 273 159 87 513 26 44 106 43 445
internal_value=0 2.36764e-05 0.00036255 -5.46247e-05 0.000153446 -1.29061e-05 2.70009e-05 -4.10777e-05 1.73642e-05 7.83438e-05 -6.07603e-05 1.55366e-05 0.000153771 0.000432636 0.000258627 0.000378876 0.000245044 5.27377e-05 0.000497852 -0.000246444
internal_weight=0 0.0253388 0.00475594 0.0205829 0.00365869 0.0195303 0.0185292 0.0168058 0.0157728 0.0146928 0.011034 0.00997961 0.00808471 0.00246986 0.00702257 0.00566097 0.00465594 0.00363644 0.00365875 0.00202688
internal_count=3910 3842 391 3451 303 2922 2706 2476 2195 2036 1855 1803 1530 184 1371 1134 1108 1064 181 958
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=16
num_cat=0
split_feature=4 15 48 52 151 12 160 3 2 16 2 2 3 15 0
split_gain=8.67558e-05 0.000144293 0.000105347 0.000133151 0.000114169 9.03975e-05 0.000116119 0.000138163 0.000236345 0.000164087 0.000172519 8.70854e-05 0.000101467 4.47795e-05 3.41421e-05
threshold=0.27020000000000005 -0.11739999999999999 0.093225000000000016 -0.27466499999999994 -0.086249999999999979 -0.051479999999999991 -0.082969999999999988 0.10666500000000002 0.094010000000000024 -0.15168999999999996 0.086875000000000022 -0.13811499999999996 0.11265500000000002 -0.068324999999999983 -0.087359999999999979
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 8 9 -8 14 -2 -13 -4 -11
right_child=11 2 13 4 5 6 7 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0028156381998507094 -0.00071348325192486205 -0.0026338752377791513 0.0024708067361237148 0.0021305905561475329 -0.0020159297092693478 -0.002250230779906332 0.0029306610950382357 0.0022798522756655977 -0.0023163471109780591 -0.0023142543213481356 0.001982171741057759 0.0031965067831448138 0.00035852264997582561 0.00036884322496674856 -0.00047648246898550242
leaf_weight=0.0010161810302580848 0.001073024261422667 0.001115761368796501 0.0010086205546534013 0.0010463611724277353 0.0013388462183302049 0.0010447207730137813 0.0011866141589598257 0.0013668540240537874 0.0018314721827160374 0.0010039204692227272 0.0011953917241404738 0.001170764979610669 0.0013379408077661484 0.0010007019633137973 0.0010001933621564194
leaf_count=253 68 364 151 208 130 497 64 57 305 217 400 267 137 100 692
internal_value=0 -0.000253255 -6.91009e-05 -0.000316423 -8.16644e-05 -0.000313889 -4.98112e-05 0.000253286 -0.000192227 0.000694722 -0.00013453 0.000965024 0.00168296 0.00142397 -0.00139708
internal_weight=0 0.0151556 0.0141395 0.0121301 0.0110144 0.00996801 0.00862917 0.00758445 0.00621759 0.00438612 0.00319951 0.00358173 0.00250871 0.00200932 0.00200411
internal_count=3910 3438 3185 2934 2570 2362 2232 1735 1678 1373 1309 472 404 251 909
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=20
num_cat=0
split_feature=1213 1374 150 484 3 3 1 474 151 4 11 12 3 160 4 4 13 16 3
split_gain=0.00042163 0.000337044 0.000339319 0.000347763 0.00030199 0.000282732 0.000227872 0.000289677 0.000223612 0.000222221 0.000210278 0.000210837 0.000286647 0.000250741 0.000216663 0.000419319 0.000168634 0.000158487 0.00013999
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -0.0043499999999999988 -0.057849999999999992 -0.13927999999999999 0.12864500000000004 0.084655000000000022 -1.0000000180025095e-35 0.0057500000000000008 0.079700000000000007 0.098845000000000016 -0.100615 -1.0000000180025095e-35 0.15045000000000003 -0.0021099999999999995 0.098990000000000009 0.15100500000000003 0.097615000000000021
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 -4 7 8 -5 -6 11 12 16 -14 15 17 -10 -15 -8
right_child=1 2 4 6 9 -7 18 -9 10 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0011055415038258886 -0.00088310387516743862 -0.00085819712366851575 0.00069072068654206379 -0.0006752860614659971 0.00030919465988691594 -0.00052829252738483413 0.00097709975662613993 0.0006844813439587827 0.0011273149429725728 0.0013746046131365489 -0.00071738188165988107 -0.00050928745289256295 -0.00078877644898889547 0.00070605828458630208 0.00069505059809016356 -0.00080287932389483646 0.00023707846221340841 -0.00017276749786671017 0.00017260398227589044
leaf_weight=0.0010356350149954693 0.0011759783512905733 0.0014230834721968939 0.0010806302245853772 0.0019154815673901046 0.0010368621858425344 0.0012370831435510599 0.0011079076312048739 0.0014921683048791925 0.0011654500016184937 0.0013878948034712069 0.001234486815914205 0.0017771092653239883 0.0011417688277023811 0.0014940669402081124 0.0014155851961199784 0.0015694516845828378 0.0014445873119122155 0.0010658740395043387 0.0016064792468216127
leaf_count=592 68 557 47 213 111 130 132 218 54 88 152 256 269 495 90 168 54 95 121
internal_value=0 2.75021e-05 7.10398e-05 -2.89106e-05 0.000489464 4.00705e-05 3.51218e-05 -4.53367e-05 -0.000121899 0.000919019 -3.57785e-05 4.02047e-05 0.000145242 -4.57663e-05 0.000107227 -9.42827e-05 0.000634592 0.000340145 0.000500968
internal_weight=0 0.0257719 0.024596 0.0198535 0.00474247 0.00231771 0.0184304 0.015716 0.0142239 0.00242476 0.0123084 0.0110739 0.00929678 0.00668675 0.00554498 0.00412939 0.00261004 0.00255994 0.00271439
internal_count=3910 3318 3250 2874 376 177 2317 2064 1846 199 1633 1481 1225 1117 848 758 108 590 253
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 38 40 42 39 457 48 50 49 4 151 42 1 48 15 0 2 13
split_gain=0.000397019 0.000337794 0.000324339 0.000272579 0.000301883 0.000318048 0.000488192 0.000327922 0.000303453 0.000214662 0.000250145 0.000285051 0.000378369 0.000281338 0.00025027 0.000223067 0.000397493 0.0003287 0.000192199 8.02657e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.10770999999999999 0.085060000000000011 0.088175000000000017 0.11930500000000001 0.086465000000000014 -1.0000000180025095e-35 -0.011209999999999999 -0.048789999999999993 0.091955000000000023 0.11198000000000001 0.090910000000000005 -0.015439999999999997 0.048265000000000009 0.08221500000000001 -0.0088749999999999992
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 8 9 10 11 -7 -13 14 15 16 -12 19 -14 -18
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 13 12 18 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00099931939047822639 -0.00085037602287898518 -0.00080596542915950455 -0.00076184116435088791 -0.00057799799298413168 0.0010283702391857259 -0.00077555001505446826 0.001132187557702097 0.00092015796278014804 -0.00074250870654822998 -0.00056354525907762723 -0.00053508301993040368 0.00089811204711211744 0.00024289462729533309 -0.00028759107483822136 0.0009814763207651163 0.00090549038301198715 0.0010882423652183904 -0.00014562347288557545 -0.00070301333303795686 0.00049962964534176865
leaf_weight=0.0010558501847392236 0.0011310787987571574 0.0010978109688017925 0.001071591535526671 0.0014726927466200959 0.0010074575316297981 0.0014411946191097008 0.0012898387537206213 0.0011995675123692697 0.0012593038399766878 0.0012428591419872048 0.0016723890549152987 0.001079022276210477 0.001052818048305035 0.0018963843262996072 0.0016669290964779343 0.0012465217709099197 0.0012306874416125801 0.0016992993656956834 0.0012828013643855218 0.0012642868181411866
leaf_count=592 332 68 156 92 58 102 269 119 91 429 250 94 26 318 143 68 260 129 105 209
internal_value=0 2.67544e-05 6.61651e-05 0.000105933 0.000150494 0.00010954 0.000155037 8.95089e-05 3.42582e-05 9.25696e-05 0.00014507 -0.000163667 9.45869e-05 0.000285489 0.000409266 0.000275172 0.000141245 0.000410918 -0.00027663 0.000789973
internal_weight=0 0.0263045 0.0251735 0.0240756 0.022603 0.0215955 0.0205239 0.0192341 0.0180345 0.0167752 0.0155323 0.00485584 0.00341464 0.0106765 0.00878011 0.00711318 0.00586666 0.00419427 0.00233562 0.00249497
internal_count=3910 3318 2986 2918 2826 2768 2612 2343 2224 2133 1704 327 225 1377 1059 916 848 598 131 469
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 38 48 457 11 51 16 0 16 151 12 4 4 0 43 160 16 13 3
split_gain=0.000449559 0.000364205 0.000395078 0.0003275 0.000232223 0.000270751 0.000222893 0.000201112 0.000279784 0.000370905 0.000275457 0.000292309 0.000239497 0.000515192 0.000227452 0.000355415 0.000426909 0.00022717 0.000187197 0.000182708 0.00013436
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.09386499999999999 0.088055000000000008 0.080455000000000013 0.077145000000000005 -0.094359999999999986 -0.082709999999999992 -0.010344999999999998 -0.0008699999999999999 0.11655500000000001 0.17888000000000001 -0.49837999999999999 -0.017269999999999997 -0.094834999999999989 -0.081519999999999995 -0.084184999999999996 -0.05461499999999999 1.0000000180025095e-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 4 -4 6 7 10 -9 -10 11 -6 13 18 -12 16 -16 -18 -13 -19 -15
right_child=1 2 3 -5 5 -7 -8 8 9 -11 14 12 -14 20 15 -17 17 19 -20 -21 -22
leaf_value=-0.00093576364612425506 -0.00077999574166383551 -0.00078669909226120407 -0.00055666197231073287 -0.00056574301186005803 -0.0007873158000904439 0.0008518400446581128 -0.00035740017506483368 0.0010102102600283755 -0.00047606504141661457 0.00078122523827139326 -0.00024891549673764179 -0.00064106845030792317 -0.00060081181061926218 0.00035157836597458079 -0.00064927395154863862 0.00098128578412823428 0.00099188031921159086 0.00051346225650322351 0.00013024690976684342 -0.00025431616206807997 0.0010949374314401796
leaf_weight=0.001135561438487291 0.001203931551649144 0.0011716077793875171 0.0010066428138666419 0.0015443417140356122 0.0011591724856446503 0.0012259291247219686 0.0018618605864819662 0.0014243664316186608 0.0010327695533043774 0.0010398112847355622 0.0014050758553986742 0.0013890311814335754 0.0010958210604247315 0.0011024444881089302 0.0010252337481619356 0.0017653751999511386 0.0011243568044372737 0.0016912130014282711 0.0013903626254604734 0.0011497714624428834 0.0010467704723001597
leaf_count=592 332 68 58 92 156 123 207 108 87 172 71 317 57 136 113 83 138 287 457 152 104
internal_value=0 1.88077e-05 5.62982e-05 9.66433e-05 0.000141243 0.00017328 0.0001331 0.000181569 0.000503173 0.000154716 0.000108278 -0.000103938 2.75525e-05 0.000167262 0.000295077 0.000408214 0.000205495 0.000426494 -0.000255226 0.000202736 0.00071363
internal_weight=0 0.0268559 0.025652 0.0244803 0.022936 0.0219294 0.0207034 0.0188416 0.00349695 0.00207258 0.0153446 0.0071836 0.00602443 0.00492861 0.00816103 0.00675595 0.00499058 0.00396534 0.00277939 0.00284098 0.00214921
internal_count=3910 3318 2986 2918 2826 2768 2645 2438 367 259 2071 1227 1071 1014 844 773 690 577 774 439 240
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 2 38 457 39 42 148 159 133 49 48 0 49 43 16 12 16 16 16
split_gain=0.000362232 0.000328756 0.000334997 0.000231831 0.000216209 0.000215988 0.000252044 0.000300726 0.000203951 0.000205317 0.000211982 0.00014419 0.000379351 0.00027084 0.000132011 0.000369266 0.000293225 8.69838e-05 8.51932e-05 7.32083e-05 6.50153e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.14808000000000002 1.0000000180025095e-35 0.088055000000000008 0.085060000000000011 -0.089024999999999979 -1.0000000180025095e-35 -0.034019999999999988 0.084760000000000016 0.073145000000000016 0.086125000000000021 -0.13506999999999997 -0.029304999999999998 -0.074254999999999988 -0.057604999999999996 0.094045000000000004 0.0015250000000000001 0.070590000000000014 -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
left_child=-1 -2 -3 4 5 6 8 -8 -4 -10 11 12 13 -11 -15 17 -17 -16 -12 -18 -13
right_child=1 2 3 -5 -6 -7 7 -9 9 10 18 20 -14 14 15 16 19 -19 -20 -21 -22
leaf_value=-0.00095890757186167005 -0.00082631570980962557 -0.00081517333985233712 -0.00061644357211330914 0.00083789213590099653 -0.00061073302605053762 0.00077194005544607908 -6.0254532531180729e-05 0.0011335556503635469 -0.00056536708059198827 0.0007794614193345628 -0.00069971563779478872 0.00029563580256457343 -0.000580346680967114 0.00055794222830657207 0.00080236367436434253 -0.0010267934157060861 0.00026205907648063306 0.00017894116996840126 -5.8678195904631211e-05 -0.00033127654871215528 0.00086931202465714765
leaf_weight=0.0010046617668992312 0.0011184666492574094 0.0010668988424599414 0.0012748008195231355 0.0010701457161369663 0.0011404804743521115 0.001196816299487923 0.0010159679997776561 0.0011801202594831943 0.0012820679513335887 0.0019170691929521972 0.0010142626566000479 0.0010445894394688349 0.0017242490114295983 0.0012994124845300279 0.0011208314259780203 0.0011188160307886779 0.0011624968681396026 0.0011980097384967081 0.0011385379250344885 0.0010016277991291567 0.0010008965612591696
leaf_count=592 68 332 100 163 77 128 28 235 355 99 450 48 149 53 119 329 101 52 150 142 140
internal_value=0 2.60965e-05 6.58742e-05 0.00010692 7.10877e-05 0.00010867 6.79489e-05 0.000581268 2.77859e-06 5.20447e-05 0.000105744 0.000185514 0.000109683 0.000244606 9.60296e-05 -1.11176e-05 -0.000358205 0.000480278 -0.000360694 -1.25561e-05 0.000576347
internal_weight=0 0.0250866 0.0239681 0.0229012 0.0218311 0.0206906 0.0194938 0.00219609 0.0172977 0.0160229 0.0147408 0.012588 0.0105425 0.00881826 0.00690119 0.00560178 0.00328294 0.00231884 0.0021528 0.00216412 0.00204549
internal_count=3910 3318 3250 2918 2755 2678 2550 263 2287 2187 1832 1232 1044 895 796 743 572 171 600 243 188
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 133 38 3 48 0 51 4 52 0 151 3 12 47 3 43 2
split_gain=0.000405113 0.000342118 0.000365647 0.000270726 0.000241842 0.000302573 0.000335347 0.000226597 0.000193467 0.000205738 0.000260257 0.000250704 0.000185662 0.000181059 0.000183979 0.000148311 0.000168734 0.000141778 3.5455e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 -0.23029999999999998 0.10680500000000001 0.40359500000000004 0.11401500000000002 -0.055084999999999988 -0.084764999999999993 -0.115685 -1.0000000180025095e-35 0.09252500000000001 -0.084129999999999996 -0.077544999999999989 0.082715000000000025
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 -4 9 10 11 12 -9 -13 -15 16 -14 -18 -19
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 13 15 14 -16 -17 17 18 -20
leaf_value=-0.0010700142599010423 -0.00091721642888895104 -0.00092221309360243392 0.00077714252364654982 -0.000750316289672342 -0.00060283901671380632 0.00096220899211254467 -0.00072254405350165383 -0.00066577221869728957 -0.00053446215757482155 0.00073048506210229239 -0.00065773750771918856 0.00091992461362992977 -0.0003529964674499389 0.00078325999644187922 -0.00011617858646285546 -0.00047981905801657715 0.0008543405822151682 0.0003700979712887138 -7.907448687187628e-05
leaf_weight=0.0010532868238531242 0.0010995159240154732 0.0010625486110926721 0.001907026101954693 0.0010281870078634172 0.0011792197752482627 0.0014950735402094037 0.001251096658543247 0.0011210193126419202 0.0011860571221677862 0.0019045390999536177 0.0011916910219473822 0.0018952252839099515 0.0010991112746807576 0.0011181137139910785 0.0017981254804320798 0.0010556634029412603 0.0014179746400907567 0.0010576544962378467 0.0010733898929854713
leaf_count=592 332 68 79 435 88 152 102 225 147 202 212 130 337 58 142 93 186 96 234
internal_value=0 3.23514e-05 7.61429e-05 0.000122712 0.000163981 0.000207936 0.000148823 0.00020998 0.000142035 0.000196497 0.000117217 0.000196581 -1.80023e-05 0.000500957 0.000228675 0.00010931 0.00024311 0.000427721 0.000143853
internal_weight=0 0.0249412 0.0238417 0.0227792 0.021751 0.0205718 0.0190767 0.0178256 0.0159186 0.0147325 0.012828 0.0116363 0.00682481 0.00481146 0.00291624 0.00570379 0.00464813 0.00354902 0.00213104
internal_count=3910 3318 2986 2918 2483 2395 2243 2141 2062 1915 1713 1501 1171 330 200 946 853 516 330
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=15
num_cat=0
split_feature=38 124 484 15 42 42 133 160 16 4 1 48 16 16
split_gain=9.2345e-05 0.000158364 0.000121772 0.000104884 0.000156341 0.000142666 0.000149262 0.000253214 0.000106725 0.000129474 0.00025474 0.000285023 0.000187637 0.000105824
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 1.0000000180025095e-35 0.08401500000000002 0.092145000000000019 -0.031394999999999992 -0.083654999999999993 0.31524000000000002 0.41666000000000009 0.094890000000000016 0.087500000000000008 -0.035699999999999989 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 13 6 -4 -8 9 10 12 -12 -9 -5
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0022888461653113343 -0.0021850442968128986 -0.0023978095568607232 0.0032156316251871014 -0.00071338445850953509 0.0012437726088299021 -0.0015977114257348323 -0.0030527195807093285 -0.0012855040203759317 -0.0013288961178557241 -0.00090059174298666249 0.0062384084268196308 0.00090502602074419929 0.0020694782744331676 -0.003832133393844128
leaf_weight=0.0016110267658647403 0.001004266215521298 0.0011669962810106306 0.00112920373888624 0.0012854999033362624 0.0010730298937453517 0.0016823108706719167 0.0010169481168164135 0.001746646322058762 0.0010728373009828984 0.0013385778150071664 0.001095623693840253 0.0010553810659801321 0.0018326970321459041 0.0010691140300261416
leaf_count=277 95 592 236 61 614 283 278 135 187 82 98 69 253 650
internal_value=0 9.65464e-05 -0.000116667 5.62195e-05 -0.00107346 0.0003797 0.000703053 0.00039327 0.000823691 0.00115039 0.00162948 0.00362161 0.000432316 -0.00212945
internal_weight=0 0.0181759 0.0165649 0.0153979 0.00342764 0.0119702 0.0102879 0.00915871 0.00814176 0.00706893 0.00573035 0.002151 0.00357934 0.00235461
internal_count=3910 3815 3538 2946 1325 1621 1338 1102 824 637 555 167 388 711
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 14 11 457 150 15 49 3 15 43 43 4 1 4 3 12 13
split_gain=0.000468999 0.000321873 0.000345608 0.000291071 0.000272752 0.000282533 0.000241168 0.000326001 0.000402205 0.00032573 0.000202285 0.000302883 0.000368755 0.000331446 0.000327153 0.000203059 0.000248472 0.000169318 0.000235209 0.000150734
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.077685000000000018 0.088315000000000018 -0.0034949999999999994 0.08486500000000001 -0.050004999999999994 -0.084934999999999997 -0.115685 -0.017214999999999998 -0.079804999999999987 -0.074254999999999988 0.0082450000000000006 0.13148500000000005 0.28937500000000005 0.086245000000000016 -1.0000000180025095e-35 0.068400000000000002
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 -4 9 -9 -8 19 12 -12 -14 17 16 -15 18 -13 -11
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 14 13 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.001044613237350604 -0.00081004086106916393 -0.00082314412991968877 -0.0003608323077519576 -0.00071415760370350189 -0.00063646511152849132 -0.00052494243391662716 -0.0004608590908121063 0.0012712123571144249 5.8160747857873419e-05 0.0011162841425628402 -0.00076822669433410898 0.00052415789782527433 0.00085213757401498972 -0.00065469207644599321 0.0012223986190581266 0.00053798720657484823 0.00024110887701525368 0.0006735029103562346 -0.00053958784533979492 0.00030498127169858053
leaf_weight=0.0011104050263392199 0.0011495658780046941 0.0010964591173938656 0.0016724455823753778 0.0010850226590459608 0.0011190442509465539 0.0013880274523980765 0.0017873404077470836 0.0017146831794641604 0.0012036300807152225 0.00114478076472795 0.0014023410110367337 0.0010240864674151418 0.0013399839455803635 0.0018367428657815026 0.0011965180461790403 0.0010903545436563751 0.0014209176003601165 0.0014694708661822098 0.0011326472596729052 0.001228220970227234
leaf_count=592 332 68 253 435 81 123 109 117 143 63 295 42 144 259 35 115 51 78 486 89
internal_value=0 2.24399e-05 6.0187e-05 0.000100116 0.000138246 0.000177559 0.000224746 0.000276313 0.000770901 0.000186515 0.000267509 0.000182083 -2.94448e-05 0.000152697 0.000493069 -6.28582e-05 -0.000263964 0.000252416 -3.44872e-05 0.000696369
internal_weight=0 0.0265023 0.0253527 0.0242563 0.0231712 0.0220522 0.0206642 0.0189917 0.00291831 0.0160734 0.0142861 0.0119131 0.00709034 0.005688 0.00482272 0.00434802 0.00325766 0.0036262 0.00215673 0.002373
internal_count=3910 3318 2986 2918 2483 2402 2279 2026 260 1766 1657 1505 864 569 641 425 310 606 528 152
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 133 38 13 39 42 48 40 50 12 52 4 12 3 0 151 3 52 52
split_gain=0.000388693 0.000318268 0.000323447 0.000273167 0.000186377 0.000249717 0.000186456 0.000315912 0.000294222 0.000287414 0.000226757 0.000266759 0.000394899 0.000304645 0.000271435 0.000206543 0.000274607 0.000224014 0.000197584 0.000159399 0.000148768
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 1.0000000180025095e-35 -0.45122499999999993 0.085060000000000011 -0.089024999999999979 0.11930500000000001 -1.0000000180025095e-35 0.086465000000000014 0.080120000000000011 0.092885000000000009 0.08734500000000002 0.11742500000000002 -0.015794999999999997 -0.10575999999999998 -0.0088999999999999982 -0.08348499999999999 -1.0000000180025095e-35 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 9 -7 11 15 13 18 -15 -11 17 -17 19 -13 -19
right_child=1 2 3 -5 -6 6 7 -9 -10 10 -12 12 -14 14 -16 16 -18 20 -20 -21 -22
leaf_value=-0.0010646811710670054 -0.00089398467321608424 -0.00085910208948918509 0.0010451264303185585 -0.0007534696904177773 -0.00052321458782727214 -0.00065136924185204984 -0.00010052571851765404 0.001227462250044806 -0.00073215596847760731 0.0011661733783936384 -0.00056965757533613572 -0.00026098193332606701 -0.00090571116963357099 0.0010515309009768187 -7.7100122060846541e-05 0.00010921686756352968 -0.00034619541993631639 0.00049777654659095881 -0.00072147574269909142 0.00065779276058982737 0.0014044763631535558
leaf_weight=0.0010272413186180425 0.0010789276649587438 0.0010777772232879448 0.0010865658612908514 0.0010394518716246295 0.00113358338190117 0.001237616316107192 0.0010041625245258423 0.0012918124509679043 0.0012217672892536049 0.0014013213622809939 0.0010200313393160495 0.0012484414868537616 0.0011122599063378424 0.0019337970856230235 0.001030071758737483 0.0015684771259927288 0.0012002817301614045 0.0010726265945990576 0.0011397148845712318 0.0011388286006510516 0.0012197929511635341
leaf_count=592 332 68 73 435 88 75 31 260 87 90 356 323 223 94 17 81 130 37 314 162 42
internal_value=0 4.97485e-05 9.18613e-05 0.000136229 0.000178149 0.00021614 0.000170741 0.000646656 0.000108462 0.000171381 0.000238879 0.000297514 7.20308e-05 0.000239575 0.000659283 0.000562794 0.000395732 0.000626384 -0.000113123 0.000177312 0.00098023
internal_weight=0 0.0252573 0.0241784 0.0231006 0.0220612 0.0209276 0.019841 0.00229597 0.017545 0.0163233 0.0150856 0.0140656 0.00760311 0.00649085 0.00296387 0.0064625 0.00506118 0.0038609 0.00352698 0.00238727 0.00229242
internal_count=3910 3318 2986 2918 2483 2395 2322 291 2031 1944 1869 1513 1133 910 111 380 290 160 799 485 79
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=15
num_cat=0
split_feature=124 4 15 16 484 160 43 3 15 1 4 0 52 15
split_gain=9.72235e-05 0.000151539 0.000101247 0.000149865 0.000141286 0.000188281 0.000113959 0.000165143 0.000212204 0.00013906 0.000189396 0.000180366 8.86338e-05 8.1308e-05
threshold=0.10143000000000002 -0.49837999999999999 0.079360000000000014 -0.083564999999999987 0.084225000000000008 -1.0000000180025095e-35 0.083940000000000015 -0.10315499999999998 -0.13823999999999997 0.099595000000000017 0.028075000000000006 -0.10131499999999999 -0.062489999999999997 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 11 -11 12 -9 -12
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 13 -13 -14 -15
leaf_value=-0.0031044823258093122 0.002565977136918808 -0.0026224173288343388 0.00026852678000794836 -0.0039927998204544127 0.0026180601581897991 0.00017402443743272451 -0.0019456920660667371 -0.0010191463372479421 0.0056158780881784493 0.0041997001984710345 0.0017496414267175228 -0.0029777273974124279 0.0025081362219095274 -0.0013405981979086833
leaf_weight=0.0012080863259121546 0.0010114219591833241 0.0017373251651847639 0.0014157444698978568 0.0010650685270321208 0.0017282531674192936 0.0010683759679019356 0.0013234061454023083 0.0010604938882838866 0.0010428817243370858 0.0011675645562901071 0.0011232407114023166 0.0017979899431401491 0.0010383705139254823 0.0014195008410891885
leaf_count=174 55 539 520 901 360 54 158 46 101 180 153 467 98 104
internal_value=0 -0.000167683 4.11626e-05 -0.00156096 0.00031513 3.68173e-06 0.000416873 0.000738596 0.0028621 0.000149249 0.00133836 -0.000982933 0.000725905 2.44965e-05
internal_weight=0 0.0181963 0.0169882 0.00248081 0.0145074 0.0127791 0.0110418 0.00971842 0.00211126 0.00760716 0.00371031 0.00389685 0.00209886 0.00254274
internal_count=3910 3855 3681 1421 2260 1900 1361 1203 155 1048 437 611 144 257
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=23
num_cat=0
split_feature=1213 51 124 1 14 47 4 157 14 15 42 13 52 457 52 147 52 13 1 1 13 4
split_gain=0.000498521 0.000352619 0.000418315 0.000301174 0.000590176 0.00029412 0.000298662 0.000226712 0.00028818 0.000308802 0.000289157 0.000256872 0.000254338 0.000266385 0.000367138 0.000214004 0.000364122 0.000315882 0.000336356 0.000167671 0.000154851 4.99032e-05
threshold=-1.0000000180025095e-35 -0.40274499999999996 0.10385500000000002 0.13662500000000002 0.073890000000000011 0.11669500000000001 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 -0.16430499999999995 -1.0000000180025095e-35 0.11596500000000001 -0.092854999999999979 -0.0034949999999999994 -0.081429999999999989 0.088295000000000012 0.11401500000000002 -0.083924999999999986 0.094695000000000015 0.090540000000000023 -0.13934999999999997 -0.00072999999999999985
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 -3 19 -9 -10 -11 12 -12 -14 -15 16 17 20 21 -8 -16 -19
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 -13 13 14 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0010704961435753315 -0.00090465932750564027 -0.00060923370296442987 0.0010137512009252487 0.0007772129754696109 -0.0012542635042106542 -0.00084707163258955595 0.00013737550556174654 -0.00061162239608583062 0.00093858433214634299 -0.00064099047497716527 -0.00054442563514485605 0.00077571142377185821 -0.00062909807403987094 0.0011973022507169066 0.00028826869798172195 0.00081973066527514515 -0.0007596036945619162 -0.00027745307144946639 0.0005410663481981914 0.0010717167788705738 0.0010855011825385515 -0.00078544189009689409
leaf_weight=0.001209682013260458 0.0010938242112153431 0.0016708238733150705 0.00124060025851326 0.0013871001394594384 0.001045944680031107 0.0010218485142186031 0.0010020000484903665 0.0016033976078293618 0.0012288814365426426 0.0014629480140344086 0.0016853852625764816 0.0015835278474298784 0.0010923333836355643 0.0010106779707308418 0.0016539946925959725 0.0011056737428044583 0.001341193140595609 0.0010481027727636009 0.001282941144965799 0.001161344663170194 0.0011615046341714079 0.0011207208461361182
leaf_count=592 133 167 42 198 107 110 276 83 139 582 220 45 120 64 57 75 267 177 62 120 181 93
internal_value=0 2.67835e-05 6.4643e-05 1.87743e-05 -2.4549e-05 3.08023e-05 7.1182e-05 0.000126518 6.62076e-05 0.000130985 6.71583e-05 0.000140705 6.02774e-05 0.000154494 0.000242511 0.000131773 3.17975e-05 0.000201157 -0.000138162 0.000638956 0.000617159 -0.000539952
internal_weight=0 0.0280048 0.0269109 0.0256703 0.0242832 0.0232373 0.0222155 0.0205446 0.0183813 0.0167779 0.015549 0.0140861 0.0125025 0.0108171 0.00972481 0.00871413 0.00760846 0.00626726 0.00345176 0.00216334 0.0028155 0.00216882
internal_count=3910 3318 3185 3143 2945 2838 2728 2561 2165 2082 1943 1361 1316 1096 976 912 837 570 332 396 238 270
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=16
num_cat=0
split_feature=14 147 11 3 2 457 133 160 2 0 4 49 15 4 15
split_gain=9.1704e-05 9.09271e-05 0.000151719 0.000172221 0.000282134 0.000129828 0.000118651 0.000178183 0.000165488 0.000225141 0.000191773 0.00012188 9.48499e-05 7.95677e-05 0.000181478
threshold=0.073890000000000011 0.089245000000000005 0.087830000000000005 -0.12008499999999998 0.106285 -0.0034949999999999994 -0.0023199999999999996 -1.0000000180025095e-35 0.11339500000000001 -0.10575999999999998 0.015635000000000003 -1.0000000180025095e-35 -0.097794999999999979 -0.17479499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 12 9 10 -9 -11 -8 -13 -15
right_child=-2 -3 -4 5 -6 6 7 8 -10 11 -12 13 -14 14 -16
leaf_value=-0.00018555209837113986 -0.002000074394220599 0.0020093583205381912 -0.0025712406682504019 -0.0024504189029971321 0.0044989904594538053 -0.0018848233920728372 -7.2218580818091883e-05 0.00060249245394410587 -0.0014462985009816619 -0.001794164339681158 0.0042479819983672834 -0.00073346044389320693 -0.0028781420574385238 -0.0002406540030133092 0.0032349769824283584
leaf_weight=0.0013883631922166862 0.0010119264413725451 0.0010670029529719618 0.0010095592825649638 0.0010472817532792078 0.0010220131219758066 0.0013273546869783008 0.0011065444747734368 0.0011783312619758615 0.0014232143590232442 0.0010820455720390587 0.0015042146289112046 0.0011374504661247889 0.0010999466036907468 0.0014633638028869634 0.0012980433368682861
leaf_count=127 135 152 131 291 65 961 139 68 258 119 78 54 576 298 458
internal_value=0 9.29518e-05 -2.67137e-05 0.000133059 0.00180072 -0.000161041 2.89377e-05 0.000253874 0.000672717 0.00106625 0.00264667 0.000215088 -0.00147099 0.000772714 0.00139312
internal_weight=0 0.0181547 0.0170877 0.0160782 0.00241038 0.0136678 0.0126205 0.0112932 0.00908666 0.00766345 0.00268255 0.0049809 0.00220649 0.00389886 0.00276141
internal_count=3910 3775 3623 3492 192 3300 3009 2048 1333 1075 146 929 715 810 756
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 2 31 52 376 42 4 160 14 15 47 2 4 52 151 51 2 4
split_gain=0.000405254 0.000310957 0.000314784 0.000260299 0.000235309 0.000238395 0.000347175 0.000288973 0.000239819 0.000274301 0.000215845 0.000198035 0.00025799 0.000271462 0.000228347 0.000281536 0.000404174 0.000169105 0.000153465 0.000143683
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.14808000000000002 -1.0000000180025095e-35 -0.062489999999999997 0.088415000000000007 -1.0000000180025095e-35 -0.0040999999999999986 -0.059339999999999997 -0.13131999999999996 -0.23821499999999998 0.091010000000000021 0.091985000000000011 -0.23071499999999998 0.096170000000000019 -0.0008699999999999999 -0.07742499999999998 0.092175000000000021 -0.078094999999999984
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 8 7 -7 9 -6 -9 -12 14 -14 -13 16 -16 -10 -19 -18
right_child=1 2 3 -5 5 6 -8 10 17 -11 11 12 13 -15 15 -17 19 18 -20 -21
leaf_value=-0.0010789881405364828 -0.0008960495193227712 -0.00085699306287330336 0.00088702526102961551 0.00092296562978681448 0.0006693584564429056 -0.00094509285531151402 0.00085173729076593767 -0.00085184262130421782 0.00015688612030308619 -0.00045853883442823352 0.00064932014151645751 -0.00046965517973105098 -0.0011972941759230203 3.2268321388555604e-05 -0.00032674205037763526 -0.00049236296250231655 0.0012719118344338197 0.00045952535358973243 0.0014066085154455863 0.0004950866900521523
leaf_weight=0.0010527077844998426 0.0010681000917432534 0.001075798885711742 0.0010072268651234164 0.0011260570386598901 0.0010006492242807807 0.001323645128066704 0.0010839115920724942 0.0010299833750474384 0.0014703096667474103 0.0018849504180529844 0.0012003333570935687 0.0019450195773210712 0.0011748595967419348 0.0010142560195021133 0.0014877307859297072 0.0013167595239573365 0.0011298115351959506 0.0010469330105018432 0.0010279145258281219 0.0019987023393606149
leaf_count=592 332 68 108 163 106 559 33 43 99 479 84 66 89 58 166 289 160 64 76 276
internal_value=0 2.34447e-05 6.37864e-05 0.000106357 6.48291e-05 2.56473e-05 -9.66359e-05 -0.000172104 0.000305268 -6.7414e-05 -8.89023e-05 -1.91603e-05 -9.88651e-05 -0.000627616 4.80622e-05 0.000217786 0.000420352 0.000608615 0.000928726 0.000775624
internal_weight=0 0.025413 0.0243449 0.0232691 0.022143 0.0211358 0.014705 0.0136211 0.00643076 0.0028856 0.0122975 0.0112675 0.0100671 0.00218912 0.00787802 0.005933 0.00461624 0.00354516 0.00207485 0.00312851
internal_count=3910 3318 2986 2918 2755 2647 1823 1790 824 585 1231 1188 1104 147 957 891 602 239 140 436
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=15
num_cat=0
split_feature=15 158 147 11 3 16 3 3 52 52 1 16 52 13
split_gain=8.83881e-05 0.000132044 0.000101257 0.000118287 0.000184427 0.000189673 9.97123e-05 0.000113999 0.000128947 0.00011864 0.000154539 9.03762e-05 5.34195e-05 3.13202e-05
threshold=-0.24219999999999997 0.084965000000000027 0.089245000000000005 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.078669999999999976 -0.015794999999999997 -0.092854999999999979 -0.07984999999999999 0.094385000000000011 -0.23935499999999996 0.0033900000000000002 -0.072479999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 -2 -6 13 -8 -9 -10 12 -1 -11 -7
right_child=1 -3 -4 -5 5 6 7 8 9 10 -12 -13 -14 -15
leaf_value=0.0027213734338494915 0.0022327856528699401 -0.002664630707631014 0.0021948549469771352 -0.0023828890213083817 -0.0029774986980743599 -0.00053748948293054618 0.0019298099622884835 -0.0022988748700664826 0.0023785034030775849 -0.0024398379024826713 0.0015303628943414546 -0.00016198945855695781 -0.00026573607484745883 -0.0023632573708779695
leaf_weight=0.001197947323488958 0.0017424396024827678 0.0010933052366170265 0.0010240070706957751 0.0012080286663840043 0.001284085108321926 0.0010025229691270413 0.001912118728283568 0.0011767057047155083 0.0012263125640766259 0.0012565845069016975 0.0016196007630215198 0.0011364331863710222 0.0011716269029422577 0.0010138044369904587
leaf_count=192 107 346 138 216 145 705 679 133 86 88 111 125 54 785
internal_value=0 -0.000203741 -3.16897e-05 -0.000187706 1.0107e-05 -0.000321949 6.58617e-06 0.000359094 -0.000106489 0.000382653 -0.000222004 0.00131768 -0.00139082 -0.00145548
internal_weight=0 0.0167311 0.0156378 0.0146138 0.0134058 0.0116634 0.0103793 0.00836295 0.00645083 0.00527412 0.00404781 0.00233438 0.00242821 0.00201633
internal_count=3910 3593 3247 3109 2893 2786 2641 1151 472 339 253 317 142 1490
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=22
num_cat=0
split_feature=1213 1374 150 1456 15 12 151 42 376 43 16 3 42 0 51 15 16 43 4 48 4
split_gain=0.000433287 0.00041572 0.000441583 0.000530854 0.000312838 0.000333829 0.000283264 0.000305364 0.000390606 0.000284147 0.000321591 0.000294359 0.000412978 0.000295729 0.000236418 0.000317926 0.000353649 0.000232599 0.000205133 0.000156377 0.00015428
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 -1.0000000180025095e-35 -0.03231499999999999 0.092870000000000022 -1.0000000180025095e-35 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.24895000000000003 -0.075954999999999981 0.091955000000000023 -0.070894999999999986 0.10731500000000001 -0.26361999999999991 -0.03800499999999999 0.088185000000000013 -1.0000000180025095e-35 0.082070000000000018 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
left_child=-1 -2 3 -3 5 20 18 -8 9 11 14 12 13 -9 15 -11 17 19 -5 -17 -4
right_child=1 2 4 6 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0010190767142551223 -0.00095368852133789522 -0.0012137764809608328 0.00073808595268841826 -5.5410648570052956e-05 -8.9566228941533309e-05 7.5881952334684867e-05 -0.00060433421804313237 -3.0430332731985367e-06 0.0010350491172162327 0.00087684561948548191 -0.00096080265964944116 0.0010489439829809561 -0.00063990328551539544 0.0011559402557834643 -0.00070544644211897054 0.00029814514171770093 0.00057147255660160374 -0.00078208740010591714 -0.00095401461578385944 -0.00052394583562768635 0.001612218160274331
leaf_weight=0.0011706173176464765 0.0011765406888484256 0.0010304542048401926 0.001144954210929805 0.0015340090834608591 0.0016732039088974129 0.0011934547611241464 0.0015935490418448493 0.0012936453713771959 0.0013224849063688043 0.0013135395927295719 0.0010382239331486057 0.0014353785268195586 0.0012220720508723248 0.0011781143979639475 0.0010911549831624096 0.0018298920923594903 0.0019346826901457444 0.0016585672854724717 0.0013268616595074603 0.001003331608356528 0.0011172735163705871
leaf_count=592 68 325 97 270 137 46 135 328 114 122 213 182 91 76 94 426 205 165 89 39 96
internal_value=0 2.00483e-05 6.25821e-05 -4.13383e-05 0.00050441 0.000792007 1.6814e-05 9.49037e-05 0.000163175 8.6299e-05 -7.9757e-05 0.000405816 0.000155905 0.000549363 2.38219e-05 0.000126631 -2.6709e-05 -0.000284355 -0.00047218 7.01745e-06 0.0011698
internal_weight=0 0.0281114 0.0269348 0.021806 0.00512889 0.00345568 0.0207755 0.0179146 0.0163211 0.0149986 0.00986939 0.00512921 0.00369383 0.00247176 0.00883117 0.00774001 0.00642647 0.00449179 0.00286087 0.00283322 0.00226223
internal_count=3910 3318 3250 2874 376 239 2549 2190 2055 1941 1264 677 495 404 1051 957 835 630 359 465 193
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=15
num_cat=0
split_feature=124 133 15 42 132 47 2 16 16 48 3 4 160 13
split_gain=8.89717e-05 0.000134432 0.000105283 0.000176556 0.00014371 0.00011943 0.000156541 0.000126944 0.000260214 0.000106765 0.000181084 0.000101741 9.56494e-05 8.46713e-05
threshold=0.10143000000000002 0.099765000000000006 0.079360000000000014 0.081685000000000021 0.080815000000000012 0.086425000000000016 0.11462500000000002 -0.010344999999999998 -0.072804999999999981 0.10990500000000002 -0.072459999999999983 -0.39075499999999991 0.031805000000000007 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 12 10 -7 -9 -1 -13
right_child=-2 -3 3 -5 -6 9 -8 11 -10 -11 -12 13 -14 -15
leaf_value=-0.000930563455476557 0.0020960378916932308 -0.0026908327160570459 -0.003277285873881802 0.00081624528232394282 0.0027081645406694301 0.00033973108693937726 0.0027021613484560043 -0.00056303922494091386 -0.0036755595536733512 0.00080167341666102982 -0.0037585863689593431 0.00037749990760538587 0.0013967033861453705 0.0031352381757430727
leaf_weight=0.0018795348669120001 0.0010119397319193644 0.0010410724000246034 0.0012608600426344879 0.0010245760237629457 0.0011720081089213403 0.0010078294189259894 0.0014053248393564232 0.0013084347959961828 0.0011964185526375758 0.0010420140226066891 0.0013574110138451657 0.0010360752833875053 0.0019104155649998511 0.0014103368595297502
leaf_count=330 55 596 566 480 195 195 293 176 211 103 109 359 119 123
internal_value=0 -0.000135835 2.05288e-05 -0.00144213 0.000247532 3.47595e-05 0.000433185 6.84012e-05 -0.000697552 -0.00115172 -0.00201229 0.00108557 0.000242551 0.00196731
internal_weight=0 0.0180523 0.0170112 0.00228544 0.0147258 0.0135538 0.0101465 0.00874122 0.00498637 0.00340725 0.00236524 0.00375485 0.00378995 0.00244641
internal_count=3910 3855 3259 1046 2213 2018 1611 1318 660 407 304 658 449 482
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 133 38 13 0 47 48 43 52 1 150 48 2 12 47 3 2 3 0
split_gain=0.000394242 0.000386263 0.000368869 0.000313912 0.0002457 0.000369227 0.000257625 0.000379003 0.000365818 0.000253034 0.000309182 0.00024567 0.000332338 0.000252647 0.000469836 0.000175362 0.000114102 0.000142464 0.00012997 9.85188e-05 5.04357e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.45122499999999993 -0.017269999999999997 0.13177500000000003 -0.086624999999999994 -0.15648499999999999 0.024145000000000003 0.12864500000000004 0.08486500000000001 0.085875000000000021 0.099015000000000006 0.051320000000000005 0.086425000000000016 -0.080884999999999985 0.11125500000000001 -0.13309499999999996 -0.11287999999999999
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 -7 -8 19 12 13 16 -15 -14 17 -10 20 -11 -19
right_child=1 2 3 -5 -6 6 9 -9 11 10 -12 -13 15 14 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.00095615633409466794 -0.00090906123476013696 -0.00083465082762410807 0.0010518980158009397 -0.00074480179260110304 -0.00052925879638991669 -0.00069697163133932197 0.0011222266720693921 -0.00083794651572516592 -0.00011981210999166681 0.00022135243822527561 -0.00047612639362960423 0.0008362533962924778 0.0010322535484873279 -0.0012283540160199758 0.00021504998769546747 0.00014820214480322082 -0.00026793464415296751 0.00087988328751740651 4.4271050664763382e-06 0.00084440079713602768 0.00040243306512724263
leaf_weight=0.0010804884592403056 0.0010734452337763925 0.0010985544613493969 0.0012383070885848965 0.0010410758525757477 0.0012684225673582619 0.0012968962293106205 0.0011675534977477753 0.0011639094399988901 0.0017976484274023008 0.0012212253480501367 0.0010481686744042706 0.0013968776363282474 0.0013669986960636879 0.0011170513293842464 0.0012215419444282782 0.0010090992584460279 0.0014032931648598479 0.0012438827837067956 0.0011838726694704885 0.0014203761701918815 0.0010605134648682185
leaf_count=592 68 332 73 435 88 70 36 45 591 129 61 136 115 184 103 138 129 73 112 126 274
internal_value=0 3.55776e-05 7.65228e-05 0.000118817 0.000158555 0.000199405 0.000146935 4.42467e-05 0.000117081 0.000469577 0.000263059 0.000199556 0.000121566 -1.93086e-05 -0.000474406 0.000656808 0.000139796 0.00024804 0.000437609 0.000556362 0.000660154
internal_weight=0 0.0258387 0.0247653 0.0236667 0.0226256 0.0213572 0.0201189 0.0152616 0.0140977 0.00485732 0.00368977 0.0128008 0.0114039 0.0090278 0.00233859 0.0023761 0.00668921 0.00528592 0.00348827 0.0026416 0.0023044
internal_count=3910 3318 3250 2918 2483 2395 2322 1970 1925 352 316 1855 1719 1466 287 253 1179 1050 459 255 347
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=15
num_cat=0
split_feature=376 1 13 13 47 1 13 4 1 48 1 133 1 16
split_gain=7.884e-05 0.000106659 0.000133723 0.000205783 0.000132231 0.000181861 0.000207111 0.000105813 0.000180201 0.000143761 0.000109614 8.4146e-05 6.81648e-05 6.35465e-05
threshold=0.088415000000000007 0.12730000000000002 0.17936000000000002 0.076210000000000014 0.09252500000000001 1.0000000180025095e-35 -0.083514999999999992 0.0057500000000000008 0.10305000000000002 0.085875000000000021 0.11235500000000002 0.083815000000000014 0.13607500000000003 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 11 9 -9 13 -10 -1 -3 -7
right_child=-2 12 -4 -5 -6 7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.001612091140491772 0.0018557093156068365 0.0026395305289107314 -0.002585123565133463 0.0023861632640845617 -0.0023740761654203247 0.0017354401145815085 -0.0038569888868627833 0.0034044207626497459 -0.0012236512298649685 -0.0024203845340461309 0.0018924027294156495 0.0011913529035350815 0.00027174130666354573 -0.00054480620902095766
leaf_weight=0.0011009603539524687 0.0010936987080165895 0.0010366853306556434 0.0012761572409804517 0.0014686031004876319 0.0016130593251043697 0.0012484410074128025 0.001257678513792289 0.0013552656627422444 0.0013477658971705608 0.0012176094420621592 0.001024691260823718 0.001107387710930283 0.0015862229528462862 0.00127261292437017
leaf_count=318 82 92 173 215 293 371 1087 91 74 162 95 323 200 334
internal_value=0 -0.000130252 -0.000359747 -0.000157099 -0.000454819 -0.000171636 -0.00153098 0.000459394 0.0013155 -0.000394209 0.000122208 -0.000206289 0.00120759 0.000584385
internal_weight=0 0.0179131 0.0152902 0.0140141 0.0125455 0.0109324 0.00346603 0.00746639 0.00372772 0.00373866 0.00237246 0.00220835 0.00262291 0.00252105
internal_count=3910 3828 3536 3363 3148 2855 1728 1127 260 867 169 641 292 705
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=13
num_cat=0
split_feature=14 124 484 474 1 42 3 2 0 12 3 2
split_gain=8.06982e-05 7.86968e-05 0.00011847 0.00010067 0.00010209 0.000135304 0.000179619 0.000191546 8.94156e-05 0.00015026 0.000168921 5.47347e-05
threshold=0.073890000000000011 -0.061329999999999989 -0.0043499999999999988 0.084655000000000022 0.12864500000000004 0.092395000000000019 -0.08348499999999999 0.086650000000000019 -0.23029999999999998 0.090385000000000007 0.090325000000000003 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 10 -10 -9
right_child=-2 2 3 -5 -6 -7 8 11 9 -11 -12 -13
leaf_value=0.0016664763169782291 -0.0021570106681727238 -0.0025049048733796087 -0.0010903334309313611 0.0022109785397734201 0.0015725394427367144 -0.0023685766032935894 0.00061186479117309454 0.0016724276381198454 -0.00084925750125888343 0.00049329823928196 -0.004669876436070754 0.0040826618240092944
leaf_weight=0.0017578756683832393 0.0010066184661552948 0.00111926004235523 0.0012201464354245914 0.0012691815707156781 0.0019438278542846981 0.0017142716279485723 0.0019613446430817331 0.0013171836067612519 0.0016694631362251444 0.0016510808020440701 0.001202927700255374 0.0010024921895591121
leaf_count=301 135 567 443 280 214 505 101 317 457 307 115 168
internal_value=0 0.000105048 -6.57422e-05 0.000116847 -7.74003e-05 -0.000350611 -5.52742e-06 0.00140272 -0.000774235 -0.00137524 -0.00244929 0.00271406
internal_weight=0 0.0178291 0.0160712 0.0149519 0.0136827 0.0117389 0.0100246 0.00353982 0.00648482 0.00452347 0.00287239 0.00231968
internal_count=3910 3775 3474 2907 2627 2413 1908 928 980 879 572 485
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=13
num_cat=0
split_feature=4 151 4 16 15 48 52 2 0 3 1 2
split_gain=7.38834e-05 0.000102122 0.000218958 0.000126342 0.000112916 0.000126477 0.000124392 0.000156348 0.000258281 8.38154e-05 7.60043e-05 1.5127e-05
threshold=0.28937500000000005 -0.056409999999999995 -0.0053799999999999985 -0.38486499999999996 -0.095799999999999982 0.091185000000000002 -0.11271999999999999 0.10946500000000002 -0.032484999999999993 -0.13309499999999996 0.088135000000000005 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 8 10 -2 11 -8
right_child=9 3 -4 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0012788360358905587 -0.00032276575336196269 -0.002826858695096066 0.0030691246878332972 -0.0020896805597594038 -0.0021952593080991779 0.0018279496766862664 0.0011720472635382252 0.0028533214613626788 -0.0025729216252745341 0.0021144988754245161 -0.00063695389070867598 0.0024913365769235886
leaf_weight=0.0012270120734404477 0.0014891157540681821 0.0012472611088856752 0.0014884931803726418 0.0016917495419118472 0.0017138012252716529 0.0018643074054290531 0.0010181721396451873 0.001018634431000056 0.0019792990747045085 0.0018217324820966841 0.0011375189733674324 0.0010007543627779045
leaf_count=375 102 171 154 298 426 205 568 141 110 324 426 610
internal_value=0 -0.000236581 0.00110448 -0.000523971 -0.000272549 4.33134e-05 -0.000379543 0.000126077 -0.000414851 0.00101829 0.000938402 0.001826
internal_weight=0 0.015387 0.00271551 0.0126715 0.0114242 0.00973249 0.00786818 0.00615438 0.00513574 0.00331085 0.00315645 0.00201893
internal_count=3910 3484 529 2955 2784 2486 2281 1855 1714 426 1604 1178
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 133 151 38 160 457 49 39 13 2 52 4 2 52 4 0 3 51 4 2
split_gain=0.000489493 0.000390978 0.00032538 0.000308593 0.000243536 0.000278949 0.000309838 0.000302198 0.000282178 0.000282142 0.000339568 0.000332925 0.00029045 0.000425697 0.000235314 0.000188847 0.000168469 0.00016553 0.000159661 0.000144924 0.000139286 6.93195e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 -0.24440499999999998 0.084445000000000006 -0.217635 0.088055000000000008 0.10513500000000002 0.085060000000000011 -0.10241499999999999 0.097940000000000013 -0.081429999999999989 -0.0031049999999999997 0.088055000000000008 -0.085924999999999987 -0.0031049999999999997 -0.099864999999999995 -0.12008499999999998 -0.08101499999999999 0.26450500000000005 0.11339500000000001
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 -6 8 9 10 11 -8 13 19 16 -11 -14 -18 -16 -12 -20 -13
right_child=1 2 3 -5 5 -7 7 -9 -10 15 12 21 14 -15 18 -17 17 -19 20 -21 -22 -23
leaf_value=-0.0010468892791864214 -0.0008446723245454904 -0.00074645314868677503 -0.00060385113895113681 -0.0007339130694764735 -0.00058100090531666639 -0.0006155168613644331 -8.989010876899752e-05 0.0010306641654283224 0.00091511969106569462 0.00018476277539284657 0.00025865665122840634 0.0011435942524066125 0.00047694993158417 0.00088297831351661445 1.0957256145441956e-05 0.0011091548928156354 0.00020210031028938932 -0.00059393347952177899 -0.0010351771703317949 -0.0005680262463549704 -0.0003028525224666279 0.00058739105282926238
leaf_weight=0.0010868415306131895 0.0012054151087013123 0.0011463086384016488 0.0010170070283699309 0.0010238500278077411 0.0011248078290478766 0.001031358951404159 0.001414893197094644 0.0012185248367724269 0.0013493159096237784 0.0010017144190100219 0.0010240001312545877 0.0012080681120778536 0.0014388200882712024 0.0017607669695386902 0.0010547534476046394 0.0012177454000259864 0.0013000817479645876 0.0012984657400435806 0.001479367366616139 0.0010873916581031207 0.001146398647348168 0.0010343589392438346
leaf_count=592 68 332 83 435 296 77 93 118 140 70 160 21 372 91 48 175 33 95 246 206 61 98
internal_value=0 3.28513e-05 7.45323e-05 0.00011337 0.000150749 0.000185333 0.000224368 0.000269584 0.000220296 0.000166621 9.01529e-05 0.000509096 -4.20476e-05 0.0003104 -0.000218875 0.000691947 4.40361e-05 -0.000195669 -0.000507276 -0.000167095 -0.000715447 0.000887036
internal_weight=0 0.0265834 0.025378 0.0242317 0.0232078 0.0221908 0.0211595 0.0200347 0.0188161 0.0174668 0.0152474 0.00365732 0.01159 0.00387216 0.00771789 0.00221946 0.00403737 0.00259855 0.00368052 0.00211139 0.00262577 0.00224243
internal_count=3910 3318 3250 2918 2483 2400 2323 2027 1909 1769 1524 212 1312 457 855 245 500 128 355 366 307 119
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=24
num_cat=0
split_feature=1213 1374 453 0 43 42 51 1 14 4 4 150 15 1 376 132 52 52 47 12 2 48 12
split_gain=0.000590992 0.000375864 0.0003865 0.000427811 0.000258003 0.000246695 0.000310632 0.000282341 0.000340452 0.000314451 0.00038568 0.000233436 0.000322282 0.000212356 0.000180831 0.000219687 0.000299324 0.000247537 0.00017296 0.000118658 0.000110517 6.06645e-05 4.60776e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.24789500000000006 0.098285000000000011 0.13881000000000002 0.13662500000000002 0.064610000000000015 0.41666000000000009 -0.0021099999999999995 0.085200000000000012 -0.10071499999999999 0.10727500000000002 0.048375000000000008 0.049725000000000005 -0.088354999999999989 0.084890000000000007 0.092255000000000018 0.084535000000000013 0.093070000000000014 0.090910000000000005 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
left_child=-1 -2 3 21 5 6 7 8 9 10 14 12 18 -7 15 16 -5 22 -12 -14 -19 -3 -18
right_child=1 2 -4 4 -6 13 -8 -9 -10 -11 11 -13 19 -15 -16 -17 17 20 -20 -21 -22 -23 -24
leaf_value=-0.001081140951614839 -0.00083087897570698782 0.001055620923781198 -0.00077323605974799069 -0.00057711730131405794 -0.00065204439777179365 9.1784677735831365e-05 -0.00077585920449721338 0.00076086440252953139 -0.00084054631327748236 0.0007234665768300531 -0.00053308997587467051 0.0001975265803045964 -0.00054328380545447935 0.0010571710117967795 0.00072473728774917273 0.00078875978057100376 0.00069495111991119476 0.00018717829916352187 0.00035170787242401203 -0.0012817000021493443 -0.00051355791003740079 0.00052316460490469503 0.00027190168115513984
leaf_weight=0.0012009050167680361 0.0011688596497372297 0.001004293283162201 0.0012516719545069268 0.0015660962184089787 0.0011971136660959896 0.0010798860063434999 0.0010796101094779206 0.0013397648560924185 0.0010239478549131089 0.0016262536433555566 0.0010066305437521211 0.0016177422466502889 0.0010051851133204672 0.001098881095478451 0.0013865754301179978 0.0010001349270810644 0.0015492629781378988 0.0010178201662346814 0.0011108824652900917 0.0010780632240978139 0.0011411996663017177 0.0010423036121807172 0.0010209612333044252
leaf_count=592 68 75 99 405 215 269 104 126 80 112 77 104 83 127 88 133 147 285 41 264 90 30 296
internal_value=0 2.69479e-05 6.51535e-05 0.000107142 4.67313e-05 8.51936e-05 3.02525e-05 7.73191e-05 2.39226e-05 7.88108e-05 6.51195e-06 -0.000301491 -0.000493666 0.000578686 0.000212928 0.000115654 8.71813e-06 0.000202718 -6.89103e-05 -0.000925408 -0.000183212 0.000784448 0.000526905
internal_weight=0 0.0274131 0.0262443 0.0249926 0.022946 0.0217489 0.0195701 0.0184905 0.0171508 0.0161268 0.0145006 0.0058185 0.00420076 0.00217877 0.00868205 0.00729548 0.00629534 0.00472924 0.00211751 0.00208325 0.00215902 0.0020466 0.00257022
internal_count=3910 3318 3250 3151 3046 2831 2435 2331 2205 2125 2013 569 465 396 1444 1356 1223 818 118 347 375 105 443
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=15
num_cat=0
split_feature=1374 150 41 15 484 157 2 52 4 12 0 4 12 16
split_gain=7.28986e-05 0.000156285 0.000169793 0.000141332 0.000111614 0.000126686 0.000138563 0.000215687 0.000186604 0.000187905 0.000216096 0.000152154 0.000104811 8.3748e-05
threshold=-0.049459999999999997 0.08486500000000001 0.078150000000000011 -0.03231499999999999 -1.0000000180025095e-35 -0.073574999999999988 0.11165000000000001 0.092550000000000007 0.17888000000000001 0.098180000000000003 -0.06402999999999999 -0.0017649999999999999 0.085605000000000014 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 -2 -6 8 -8 9 10 11 -7 -3 -12
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0017089435253941933 -0.0020150107828543649 0.0037027835391156964 -0.0027294757550782841 -0.00061026351269069458 0.0020932748167780237 0.00031523516140609674 -0.0029977276723564977 0.00071669797836867316 0.0022904502950612635 -0.0026969221514549406 0.00041859385690938078 -0.0026878512962401164 0.00083068003104322537 0.0026282422438431755
leaf_weight=0.0010141711597695382 0.0010769533326220717 0.0011290768381678751 0.001042244783130781 0.0010127035766993022 0.0012949157812779223 0.0017386904651828282 0.0014873637802890515 0.0011906707981074321 0.001682391925763263 0.0010236427545296158 0.0013796366593011936 0.001210582523966411 0.0010257826735454723 0.0015304723092137706
leaf_count=83 578 170 173 132 275 1178 259 145 172 281 74 218 78 94
internal_value=0 8.37104e-05 -0.000199396 0.00139376 -5.71988e-06 0.000166863 -5.50027e-05 -0.00134627 0.000348721 -0.000125889 0.000323275 -0.000917436 0.00233557 0.00158068
internal_weight=0 0.0178251 0.0146576 0.00316756 0.0136153 0.0125384 0.0112435 0.00267803 0.00856542 0.00688302 0.00585938 0.00294927 0.00215486 0.00291011
internal_count=3910 3827 3447 380 3274 2696 2421 404 2017 1845 1564 1396 248 168
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=14
num_cat=0
split_feature=47 47 42 50 43 16 16 42 1 16 4 16 52
split_gain=7.34688e-05 0.000165125 0.000115817 0.00011907 0.000129086 0.000152723 0.000155557 0.000109017 0.000157315 0.000135561 0.000136363 0.000220846 7.45667e-05
threshold=0.13177500000000003 0.11069000000000002 -0.089024999999999979 0.086465000000000014 -0.18906999999999999 0.15737500000000001 0.0015250000000000001 0.084100000000000022 0.11215000000000001 -0.50388999999999984 -0.0010999999999999996 -0.092424999999999993 -0.0066199999999999991
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 -6 12 -12 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0025054500356065457 -0.001926253199754037 0.0032039060726332851 0.0026784397534655399 -0.00238888305361024 0.0037232026436262132 -0.0020197500962495789 0.0026047392094543896 -0.0018930379569443334 -0.0017841257371260717 9.2684164152369441e-05 -0.0037871101319699521 0.0014261099868689469 0.0029501173023049315
leaf_weight=0.0011941938941203356 0.0012279789094440377 0.0010661674218241544 0.0013650024664966206 0.0011519349924992888 0.00102666319385136 0.0019512076666671355 0.0018051548417088769 0.0016243467950593019 0.0016340108910315558 0.001017862900528718 0.0010024984706684071 0.0011308837197374919 0.0014452592152178409
leaf_count=449 84 141 126 585 89 422 272 873 169 178 95 118 309
internal_value=0 0.000120332 -8.07564e-05 0.000110308 0.000315902 6.07274e-05 0.000440588 7.27413e-07 0.000424602 0.00106643 0.000473015 -0.00102364 0.00176931
internal_weight=0 0.0174152 0.016349 0.0151548 0.0140029 0.0126379 0.0106867 0.00888153 0.00725718 0.00562317 0.0045965 0.00213338 0.00246312
internal_count=3910 3826 3685 3236 2651 2525 2103 1831 958 789 700 213 487
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=14
num_cat=0
split_feature=3 48 2 41 43 52 150 49 13 13 3 43 3
split_gain=7.6767e-05 0.000132808 0.000157137 0.000137069 0.000110382 0.000154121 0.000120808 0.000159581 0.000151302 0.000184404 0.000178501 7.49762e-05 0.00014533
threshold=0.24227500000000002 0.12862000000000004 0.11542500000000001 0.075585000000000013 0.14198000000000002 0.11401500000000002 0.086420000000000011 -0.069934999999999983 0.0015650000000000002 0.23436000000000004 -0.08348499999999999 -0.074254999999999988 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 10 -10 -1 -12 -13
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 12 -14
leaf_value=0.0036200380981478643 0.0019876037772840077 -0.0026844191506738471 0.0020405137108374482 -0.0028268005113824229 0.0021009902074249154 -0.0029093326958614151 -0.0037294562327467948 0.00021813341814750118 -0.0029198104087101171 0.000997200372830251 0.0017130551131413199 -0.0020638040182196608 0.0011655611453957051
leaf_weight=0.0012306034957929564 0.0010129305615324746 0.0010650291844734724 0.0019299743145994768 0.0010512745643119206 0.0012369296918415948 0.0010994529081292904 0.0010070673655086237 0.0013217538817394412 0.0014049031137572249 0.0012838805538847309 0.0016710190837131772 0.001379803419239517 0.001782806454445951
leaf_count=610 179 109 375 172 211 443 111 133 320 105 408 607 127
internal_value=0 -0.000127919 3.81076e-05 -0.000228978 -2.54468e-05 -0.000241372 2.33216e-05 -0.00148895 0.000425675 -0.00104946 0.00107973 0.000432982 -0.000243367
internal_weight=0 0.0174645 0.0163995 0.0144695 0.0134182 0.0121813 0.0110818 0.00232882 0.00875302 0.00268878 0.00606423 0.00483363 0.00316261
internal_count=3910 3731 3622 3247 3075 2864 2421 244 2177 425 1752 1142 734
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=14
num_cat=0
split_feature=2 39 3 51 12 3 52 47 52 49 3 2 16
split_gain=6.82763e-05 8.47571e-05 0.00014044 0.000184742 0.00012682 0.000123051 0.000181442 0.000163395 0.000142216 0.000165404 0.000254176 0.000250855 0.000100211
threshold=-0.14847999999999997 0.005105000000000001 0.16699000000000003 0.12190000000000002 -0.092644999999999991 0.10666500000000002 0.092885000000000009 0.092255000000000018 0.0033900000000000002 -0.029304999999999998 -0.08348499999999999 0.088895000000000016 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 6 7 8 9 10 -2 -11 -7
right_child=1 4 -4 -5 -6 12 -8 -9 -10 11 -12 -13 -14
leaf_value=0.0015646996090891061 0.0023551137564055413 -0.00073018203687273285 0.0016867795402601121 -0.0030364955480779885 0.0018911371957709697 -0.00036264226538396636 -0.0026331596413105111 0.001601324994986304 0.0013769039475823328 -0.0036482380522881021 -0.0016494998525659985 -0.00013481713322474636 0.0023300899571360705
leaf_weight=0.0010171162541491854 0.0011290520018051586 0.0011958982823054368 0.001263552067459193 0.0010302100692265838 0.0018173687540151895 0.0010154377395057423 0.0014307386248048068 0.0015592450686498158 0.0011368223460736741 0.0016822008865826858 0.0013721372093057384 0.0015044075077332436 0.0011538194718085934
leaf_count=98 112 153 145 167 273 68 623 228 580 752 96 559 56
internal_value=0 -0.000101924 -0.000302993 -0.000496183 0.000850794 -0.000277801 -0.000575611 -0.000224482 -0.000641631 -0.00104508 0.000158207 -0.00198954 0.00106961
internal_weight=0 0.0172909 0.0142776 0.0130141 0.00301327 0.0119839 0.0098146 0.00838387 0.00682462 0.0056878 0.00250119 0.00318661 0.00216926
internal_count=3910 3812 3386 3241 426 3074 2950 2327 2099 1519 208 1311 124
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=14
num_cat=0
split_feature=12 49 13 2 12 43 1 2 13 52 157 1 1
split_gain=7.28889e-05 0.000199318 0.000174107 0.000169421 0.000184225 0.000119448 0.000119654 9.66232e-05 0.000151458 9.12501e-05 0.000144701 0.000169445 0.000159917
threshold=0.051320000000000005 -0.029304999999999998 -0.0097449999999999985 0.08400500000000001 0.097345000000000015 -0.049504999999999987 0.099595000000000017 0.10393500000000001 -0.10241499999999999 0.13266500000000003 -0.072409999999999988 0.11052000000000002 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 8 -5 10 -7 12 -12
right_child=1 3 -4 7 -6 9 -8 -9 -10 -11 11 -13 -14
leaf_value=0.00047198271111732065 -0.00073238503848449977 -0.0060214196558301741 0.0045310442145115497 0.0035062512560417847 -0.0010676422251034536 0.0025763889684723611 0.0043903240354780278 -0.0023770578619382631 -0.0010496312588327446 0.0022688867964743347 -0.0017495677638736204 -0.0035302839867764938 0.002264270337227614
leaf_weight=0.0014838978208340241 0.0010869738203524854 0.0011256813879416483 0.0010014880806457618 0.001014972279663573 0.0013932950423737878 0.0010287966520426961 0.0011452114068582135 0.0011715263854779352 0.0014990906538635638 0.0011444168191474535 0.0018738055106475859 0.0016817785498457888 0.0014683917575365468
leaf_count=112 190 653 64 88 163 93 263 408 1293 81 181 209 112
internal_value=0 -0.000641933 0.00179161 -0.00146106 -0.00328139 0.000517457 0.00217877 -0.000216934 0.00078966 -8.94151e-05 -0.000535307 -0.00117251 1.39089e-05
internal_weight=0 0.00829303 0.00208846 0.00620457 0.00251898 0.0098263 0.00262911 0.00368559 0.00251406 0.00719719 0.00605277 0.00502398 0.0033422
internal_count=3910 2859 254 2605 816 1051 375 1789 1381 676 595 502 293
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=18
num_cat=0
split_feature=133 3 48 15 2 457 42 0 151 132 41 48 43 13 2 16 1
split_gain=0.000244283 0.000255916 0.000221593 0.000184749 0.000207096 0.00021943 0.000205528 0.000138798 0.000191392 0.000156164 0.000190087 0.000178271 0.00016825 0.000378444 0.000268017 0.00014898 8.53532e-05
threshold=0.10681500000000001 0.16699000000000003 0.12649500000000002 0.079360000000000014 0.11542500000000001 -0.0015249999999999997 0.08401500000000002 -0.15291499999999997 -0.044604999999999992 0.080815000000000012 1.0000000180025095e-35 0.086065000000000016 -0.079804999999999987 0.24813000000000004 0.10113500000000002 -0.057604999999999996 0.095575000000000007
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 -5 8 -7 10 11 12 13 -9 15 -14 -17
right_child=-2 -3 -4 6 -6 7 -8 9 -10 -11 -12 -13 14 -15 -16 16 -18
leaf_value=-0.00075507786754691825 -0.00082976831938264179 0.00064930861261121439 -0.00072528958590989856 -0.00084488499982200802 0.00063680123197495887 -8.6949793223152592e-05 0.00014544965929801082 -0.0010355752940785618 0.00084272481354875982 0.00059020314618137362 -0.00077285791105725368 0.00059575626294617614 -0.00012470255560816839 0.00022577000588396235 -0.00070717810663802245 0.00020686237430895681 0.0007934415301565521
leaf_weight=0.0010021772796699078 0.0010142988686457138 0.0017724326910166502 0.0012426237600697823 0.0014142021805353218 0.0017502249734351353 0.0011663782263724443 0.0010745832998806798 0.0014483556737430936 0.0014441199218089224 0.0011541328082881894 0.0010168654099658178 0.00128298274151921 0.0018762912914174804 0.0013291320634374881 0.0010380927545160373 0.0014823777983501217 0.0014106380859811862
leaf_count=259 545 183 94 575 270 45 457 380 74 112 88 213 170 42 140 177 86
internal_value=0 2.62857e-05 -2.5967e-05 1.77218e-05 7.99365e-05 1.76655e-05 -0.000417288 7.05296e-05 0.000427343 -6.84164e-06 -7.01476e-05 2.26534e-06 -8.64299e-05 -0.000431974 7.88326e-05 0.000249917 0.000492879
internal_weight=0 0.0229056 0.0211332 0.0198906 0.0174018 0.0156515 0.00248879 0.0146494 0.0026105 0.0120389 0.0108847 0.00986787 0.00858489 0.00277749 0.0058074 0.00476931 0.00289302
internal_count=3910 3365 3182 3088 2056 1786 1032 1527 119 1408 1296 1208 995 422 573 433 263
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=21
num_cat=0
split_feature=1374 150 3 133 484 15 41 123 2 16 4 15 484 15 47 42 1 3 1 2
split_gain=0.000271674 0.000317921 0.000300219 0.000298178 0.000322132 0.00029116 0.000254883 0.000241145 0.00026526 0.000354099 0.000198558 0.000358934 0.00027508 0.000195219 0.000259452 0.000172671 0.000157211 0.000131868 0.000165328 7.77843e-05
threshold=-0.094679999999999986 0.08486500000000001 0.096385000000000012 0.10681500000000001 -0.0043499999999999988 -0.03231499999999999 0.078150000000000011 0.084845000000000018 0.11165000000000001 -0.38486499999999996 0.05309500000000001 0.079360000000000014 0.084225000000000008 -0.033649999999999992 0.09252500000000001 0.081685000000000021 0.11327500000000001 -0.115685 0.077800000000000022 1.0000000180025095e-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 3 5 4 -2 15 7 8 10 -10 11 12 17 14 -12 -3 -11 -6 -19 -20
right_child=1 2 -4 -5 6 -7 -8 -9 9 16 13 -13 -14 -15 -16 -17 -18 18 19 -21
leaf_value=-0.0007941605056438351 -0.00075176911360968503 0.00011120053606525609 0.0011096530808562021 -0.00087676941361421363 0.000521793192914192 -0.00049278475870525207 -0.00061695829965123983 -0.00051214941279928623 -0.00099009313986559615 -0.00031619029483751269 0.00088756898580614606 -0.00064663121071037249 0.000920047626728744 0.0010126172745450238 -8.4815815907232924e-05 0.00095652303202835656 0.00046154730194699532 -0.00044801060114362082 -8.0918157027195947e-05 0.0005204846361234563
leaf_weight=0.0010310287616221983 0.0013490884981509207 0.0013524262245714624 0.0010531825777815307 0.0010318240432825648 0.0012804543574773675 0.0010935574943455309 0.0013378397091438057 0.0014720160961630502 0.0010293092689082906 0.0011952952958577115 0.001075520598077466 0.0012563814136233031 0.0012123187245158262 0.0013474253102712108 0.0016811034493308119 0.0010081835382171056 0.0012936305241311175 0.001495848441586161 0.0010025548963696895 0.0010550377395734944
leaf_count=68 512 77 88 529 99 119 141 146 85 162 122 813 175 45 74 107 86 239 147 76
internal_value=0 1.59111e-05 0.000387039 -6.72482e-05 -2.3479e-05 0.000166712 3.19223e-05 8.48652e-05 0.000143748 -0.000227381 0.000258218 0.000105299 0.000261548 0.000530315 0.000294568 0.000472226 8.80424e-05 9.6399e-05 -5.68885e-05 0.000227453
internal_weight=0 0.024623 0.00450735 0.0201156 0.0190838 0.00345417 0.0177347 0.0163969 0.0149249 0.00351824 0.0114066 0.0073026 0.00604621 0.00410405 0.00275662 0.00236061 0.00248893 0.0048339 0.00355344 0.00205759
internal_count=3910 3842 391 3451 2922 303 2410 2269 2123 333 1790 1549 736 241 196 184 248 561 462 223
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=21
num_cat=0
split_feature=1213 1374 150 3 15 484 484 484 1 49 42 42 16 150 16 52 47 47 2 3
split_gain=0.000382916 0.000324544 0.000333201 0.000337929 0.000316327 0.000264361 0.000238605 0.000394189 0.000258188 0.000208907 0.000282601 0.000246721 0.000177705 0.000163246 0.000143423 0.000277738 0.000203111 0.000141943 0.000140938 8.51962e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 0.096385000000000012 -0.03231499999999999 -0.0043499999999999988 0.097080000000000014 0.085815000000000016 0.12864500000000004 -0.0019649999999999997 0.092395000000000019 0.086635000000000004 0.15100500000000003 0.090480000000000019 -0.0090499999999999973 0.084890000000000007 0.09252500000000001 0.13469 0.084065000000000015 -0.010319999999999998
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 13 -3 7 8 9 19 11 12 14 -4 15 16 18 -10 -11 -7
right_child=1 2 3 -5 -6 6 -8 -9 17 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00090277455157820592 -0.00080432055970663518 -0.00066049782749042928 0.00094921542738755048 0.0011516445743365467 -0.00045762325216268721 -0.00021385859207036838 -0.00068818711239018574 0.0009213755383880685 0.00075453975093645964 0.00078248703765509975 -0.00055976387402717628 0.00073591745210820525 -0.00042869809203462377 0.00015346126832072612 0.00054110105363189287 -0.00070808539552324914 -0.00033866818612727649 2.4727351161883272e-05 0.00010954352824402363 -0.00079077989810142236
leaf_weight=0.0010624946140449084 0.0010373769529503632 0.0013967364026874754 0.0010729916935561801 0.0011195358841746827 0.0011485367094830326 0.0012365515494645596 0.001021614674472932 0.0011542705753135865 0.0014686735083582819 0.0012470142049008769 0.0017089930141654117 0.0012547262611654489 0.0016606580548164662 0.0013221159986947506 0.0014829681885518715 0.0010064841900350972 0.0012247552644932824 0.0010500167476266142 0.0016761156069432515 0.0011214217760429053
leaf_count=592 68 557 63 88 117 148 194 121 187 141 380 181 206 108 151 295 54 23 182 54
internal_value=0 2.6e-05 6.13388e-05 0.000425697 0.000196351 -2.48602e-05 2.36166e-05 6.56685e-05 4.46553e-06 -7.79805e-05 7.9184e-06 0.000109477 1.47545e-05 0.000509954 0.000125706 6.19235e-06 0.000179512 0.000450288 0.000396623 -0.000488235
internal_weight=0 0.0254116 0.0243742 0.00466318 0.00354364 0.019711 0.0183143 0.0172926 0.0161384 0.0136197 0.0112617 0.00955272 0.008298 0.00239511 0.00663734 0.00515437 0.00414789 0.00251869 0.00292313 0.00235797
internal_count=3910 3318 3250 376 288 2874 2317 2123 2002 1792 1590 1210 1029 171 823 672 377 210 323 202
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=13
num_cat=0
split_feature=4 158 42 156 42 49 43 3 151 43 1 1
split_gain=7.25885e-05 0.000101656 8.36501e-05 9.90339e-05 0.000112912 0.00023965 0.000156842 0.000310035 0.000134485 0.000100076 0.000119488 7.16935e-05
threshold=0.28937500000000005 0.084965000000000027 -0.10770999999999999 0.088735000000000022 0.10138000000000001 -0.084934999999999997 -0.074254999999999988 -0.077894999999999978 -0.024429999999999997 0.0050750000000000005 0.095575000000000007 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 10 -10 -2
right_child=11 -3 3 -5 -6 6 8 -9 9 -11 -12 -13
leaf_value=-0.0018197414015196115 -0.0002847653572087336 -0.0022369015923966494 -0.0018646647995007879 -0.0019314559225163919 -0.001843558071045465 0.00046775592330394934 0.002408331155081888 0.0048471768878575634 -0.0023163422869577474 0.0011768068929450997 0.00028015764734244517 0.0017587679240534172
leaf_weight=0.0011324076469539932 0.0013466686609393545 0.0010528424784385327 0.0016863160635735884 0.0010135773515670696 0.0010522530057000276 0.0019416473960403163 0.0010977735224605668 0.0011961495868351253 0.0014770000037590998 0.0015951149861198905 0.001801147356703614 0.0018883841369720521
leaf_count=200 107 348 166 329 336 688 104 177 658 303 175 319
internal_value=0 -0.000209175 -5.66121e-05 9.86312e-05 0.000272311 0.000478554 0.000912354 0.00213722 0.000268682 -0.000213305 -0.00088972 0.000908098
internal_weight=0 0.0150462 0.0139934 0.012861 0.0118474 0.0107951 0.00910883 0.0031378 0.00597104 0.00487326 0.00327815 0.00323505
internal_count=3910 3484 3136 2936 2607 2271 2105 865 1240 1136 833 426
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=19
num_cat=0
split_feature=453 4 11 9 3 0 16 124 13 47 42 2 16 49 0 2 1 3
split_gain=0.000256323 0.000314845 0.000282613 0.000215034 0.000227747 0.000228107 0.000348515 0.000212959 0.000239363 0.000302957 0.000416149 0.000210439 0.000251042 0.000195938 0.00017283 0.000155606 0.000114132 0.000110334
threshold=1.0000000180025095e-35 0.28937500000000005 0.077165000000000025 -1.0000000180025095e-35 -0.12008499999999998 -0.10303999999999998 -0.014754999999999999 -0.061329999999999989 -0.083354999999999985 0.13135500000000003 0.091230000000000019 -0.13811499999999996 -0.15595499999999998 -0.047309999999999998 -0.18087499999999998 0.10488500000000002 0.093575000000000019 0.10666500000000002
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 15 6 13 -7 17 10 -10 -3 -13 16 -15 -5 -6 -9
right_child=-2 11 -4 4 5 7 -8 8 9 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0006999296372519738 -0.0007751504567883353 -6.524845793192946e-05 -0.00081672619991831675 5.9828972406697282e-05 -8.2095277059771304e-05 0.00038174818718410703 0.00079161062648489726 -0.00032260355051118983 -0.001408480342757015 2.5298956912480099e-05 -0.00025670412556770626 0.0011440086089338723 0.00010869787799029351 -0.00086259233227114313 -5.8572497097696049e-05 0.00086629210570382813 0.00065928702982616903 0.00031413412918663338
leaf_weight=0.0010502333502557101 0.0010795158272501873 0.0013513378316799551 0.0011865908364203639 0.0014882706144096992 0.0011349045066086638 0.0010432114674630297 0.0014665337248411731 0.0015120139016912447 0.0017820524895780614 0.0013351128879324214 0.0014905163380593452 0.0014868983197308264 0.0010228458360626597 0.0011312150488467232 0.0017805320806726088 0.0010598826302548048 0.0010202060251476297 0.0013177796021461852
leaf_count=62 99 68 212 92 62 85 98 701 1176 44 532 236 100 54 160 29 53 47
internal_value=0 2.63354e-05 -5.56054e-05 -7.08206e-06 -4.93618e-05 -0.000124824 0.000101065 -0.000298845 -0.000394307 -0.000620449 -0.000883895 0.000446515 0.000722068 -9.88047e-05 -0.000370935 0.00039527 0.000268867 -2.60872e-05
internal_weight=0 0.0236601 0.0197991 0.0186125 0.0175622 0.0150141 0.00653339 0.00848069 0.00743748 0.00460768 0.00327257 0.00386108 0.00250974 0.00506686 0.00291175 0.00254815 0.00215511 0.00282979
internal_count=3910 3811 3407 3195 3133 3012 427 2585 2500 1752 1708 404 336 329 214 121 115 748
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=19
num_cat=0
split_feature=1374 150 3 15 484 133 0 15 157 160 133 49 43 0 2 43 151 3
split_gain=0.000281279 0.000294135 0.000320437 0.000295157 0.000250724 0.000199352 0.000270675 0.000311562 0.000290145 0.000232661 0.000534827 0.00046106 0.000255018 0.000325995 0.000363553 0.000209734 0.000164122 0.000162161
threshold=-0.094679999999999986 0.077110000000000012 0.096385000000000012 -0.03231499999999999 -0.0043499999999999988 0.10599500000000002 -0.017269999999999997 -1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0019649999999999997 -0.093039999999999984 -0.18901999999999997 0.098195000000000018 -0.074254999999999988 -0.080624999999999988 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 16 -2 6 8 -8 -6 -10 -11 -12 -13 -14 15 -15 -3 -9
right_child=1 2 -4 -5 5 -7 7 17 9 10 11 12 13 14 -16 -17 -18 -19
leaf_value=-0.00074929686452235116 -0.00066747821637968435 0.00063807653621767357 0.0010204259946149184 -0.00047858288088468943 0.00046284503581531364 -0.00060381469878556754 0.0010283218947298252 -0.0001485999580794636 -0.00067676832454043815 -0.0009880893748380826 -0.00080414958844051386 -0.00035124186144572857 -0.00028948170499521278 0.00072696263580965758 0.0011397295176423267 -7.7287600805667905e-05 -2.9983032291577118e-05 0.00051796162900735743
leaf_weight=0.0010132239263267442 0.001309165213122721 0.0018629899777599102 0.001055064862142352 0.0011460354728482771 0.0017005497114875737 0.0011167648068470806 0.001005222029337248 0.001890529541439534 0.0015882567890454407 0.0011665582311508318 0.0011166708149374927 0.0014312973035442433 0.0013271687850089364 0.001074988630204686 0.0013279844346058157 0.0017198896700828803 0.0012560183112374917 0.0012284134275720475
leaf_count=68 576 153 89 128 198 466 88 150 399 772 101 129 44 82 145 151 91 80
internal_value=0 1.87814e-05 0.000315635 0.000141288 -6.43242e-05 -1.9698e-05 1.96517e-05 0.000336803 -8.53789e-05 -0.00017208 -8.46155e-05 4.71619e-05 0.000185309 0.000326219 0.000524416 0.00023205 0.00036905 0.000113929
internal_weight=0 0.0243236 0.00532011 0.00426504 0.0190035 0.0176943 0.0165775 0.00412416 0.0124534 0.0107528 0.00916456 0.007998 0.00688133 0.00545003 0.00412286 0.00279488 0.00311901 0.00311894
internal_count=3910 3842 461 372 3381 2805 2339 318 2021 1823 1424 652 551 422 378 233 244 230
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=14
num_cat=0
split_feature=52 1 0 52 14 15 47 0 52 150 16 15 52
split_gain=7.21852e-05 0.000100348 0.000134418 0.000106681 9.75438e-05 0.000130919 0.000223017 0.000219773 0.000156794 0.00012662 0.000126336 7.53585e-05 0.000113693
threshold=-0.40083499999999994 0.076710000000000014 -0.084074999999999997 -0.15154999999999999 -0.13131999999999996 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 -0.0066199999999999991 0.087235000000000021 -0.23935499999999996 0.024640000000000006 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 9 -7 -10 12 -4
right_child=1 3 11 4 5 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0018737360155050063 -0.0026046099891677333 0.002512719136098521 -0.0023531048223015827 -0.0016199427251174746 0.0024953316381273794 0.0019822585489228045 -0.0021750078055302359 -0.001259095883522001 0.0010514133224374422 -0.0015345066904313225 0.0043649456106928317 0.001522203483499387 0.00062355026359775176
leaf_weight=0.00101415888812413 0.0014349699940159619 0.0011760607307438687 0.0011793414662089417 0.0012873707854996206 0.0014229257128406713 0.0010364129018233803 0.0017053659808916599 0.0019671703151253718 0.0010786024957458729 0.0010760160682621311 0.0013187861001322547 0.0011372209013663787 0.0015073095247636406
leaf_count=401 967 124 172 134 232 98 193 647 114 70 96 568 94
internal_value=0 9.73224e-05 -0.000730519 0.000458048 0.000236208 0.000484984 0.00013538 0.000743697 0.00161731 0.00019091 0.00287416 -2.72366e-05 -0.000683092
internal_weight=0 0.0173276 0.00525884 0.0120687 0.0108927 0.00960528 0.00818235 0.00647699 0.00450982 0.00211243 0.00239739 0.00382387 0.00268665
internal_count=3910 3509 1801 1708 1584 1450 1218 1025 378 168 210 834 266
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=14
num_cat=0
split_feature=2 50 156 42 151 4 15 48 2 3 4 2 3
split_gain=6.98596e-05 9.5358e-05 9.60444e-05 0.000114088 0.000193065 0.00015956 0.000193215 0.000169711 0.000133556 0.00019745 0.000129596 8.67595e-05 6.9506e-05
threshold=0.14073000000000005 0.086465000000000014 0.091280000000000014 -0.10770999999999999 -0.084129999999999996 0.28937500000000005 -0.095799999999999982 0.085575000000000012 0.10113500000000002 -0.077894999999999978 -0.025214999999999998 0.092340000000000019 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -6 8 9 -8 -11 -5 -9
right_child=-2 -3 -4 4 5 -7 7 12 -10 10 -12 -13 -14
leaf_value=-0.002343024541476048 0.0020506859002208219 -0.0024746271786866068 -0.0024907569300084472 -0.0036129059603793499 -0.0020118922405799942 0.0033010890197901189 -0.001123002156436712 0.0046061521502360108 -0.0016304781257990739 0.0044641469490293339 0.00058878757307857235 -0.00018614951361797078 0.0016276355639051996
leaf_weight=0.0011563256711993137 0.0010925717273649075 0.0011582372502755003 0.0010058277118534303 0.001074097904497486 0.001857567241725794 0.0015971267277355159 0.0016866759266434507 0.0010079027457603473 0.0018441052407918573 0.0012821813709557595 0.001166615550440322 0.0010193612595130741 0.001233131712518265
leaf_count=174 228 668 311 199 289 210 957 125 258 202 109 113 67
internal_value=0 -0.000143755 2.57082e-05 0.000195297 0.00040847 0.000830342 0.000438793 0.000992561 0.000252496 0.00109216 0.00261791 -0.00194433 0.00296722
internal_weight=0 0.0170892 0.0159309 0.0149251 0.0137688 0.0116753 0.0100782 0.00822061 0.00597958 0.00413547 0.0024488 0.00209346 0.00224103
internal_count=3910 3682 3014 2703 2529 2217 2007 1718 1526 1268 311 312 192
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=21
num_cat=0
split_feature=1213 133 1374 1456 38 3 48 0 51 3 12 13 1 1 3 1 2 4 16 11
split_gain=0.000460191 0.000304173 0.000320291 0.00029631 0.00025724 0.000308205 0.000324455 0.000217284 0.000214196 0.000218529 0.000248987 0.000294594 0.00021248 0.000288968 0.000255419 0.000210607 0.000135369 0.000200066 8.70011e-05 2.3035e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 -0.23029999999999998 0.10680500000000001 -0.15121499999999996 -1.0000000180025095e-35 0.16421000000000002 0.11198000000000001 0.095825000000000007 -0.100615 0.099595000000000017 0.084065000000000015 -0.0031049999999999997 -0.25582999999999995 1.0000000180025095e-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 -2 -4 5 6 7 -5 9 19 15 12 13 14 -12 -11 -16 -18 -14 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 11 -13 18 -15 16 -17 17 -19 -20 -21
leaf_value=-0.0010586565947269672 -0.00082194087416933919 -0.00081619788985498219 -0.00071298086804644483 0.00072184615750274332 -0.00060228306629201702 0.00087676126950833296 -0.00064617626507311443 0.0008513581440993662 -0.00052919697917308247 0.00012536253983353677 0.00075577448137480576 -0.00070962491210873582 0.00021985140008276078 -0.00073708854395612439 0.00033969975130512055 0.0010106141747778204 -0.00075245281573579057 0.00015808475181604018 0.00089914203464664332 0.00050522270882099956
leaf_weight=0.0010796211458318069 0.001031287461303875 0.0010819800874327717 0.0011148543060095417 0.0018854944898984904 0.0011485453724993091 0.0016458408215305467 0.0013257379196502236 0.001056715004726253 0.0012149646095318259 0.0015841574833124162 0.0013056894313661031 0.0014124721407283722 0.0010054797803613069 0.0013006116246931931 0.0013524731157988062 0.0013314549656269353 0.0013082676422853778 0.0012901814399708302 0.0010248634926490752 0.0010143568818049564
leaf_count=592 64 465 306 79 88 152 102 57 147 109 65 68 43 116 280 208 543 226 63 137
internal_value=0 3.5018e-05 7.2836e-05 0.000112402 0.000153838 0.000195077 0.000137284 0.000194709 0.000133362 0.000187076 0.00010774 -1.52647e-05 9.89428e-05 -4.46646e-05 0.000126658 0.000529625 -8.12511e-05 -0.000300353 0.000562739 0.00068183
internal_weight=0 0.0254354 0.0243534 0.0233222 0.0222073 0.0210588 0.0194129 0.0180872 0.0162017 0.0149867 0.0129157 0.01 0.00858757 0.00655722 0.00525661 0.00291561 0.00395092 0.00259845 0.00203034 0.00207107
internal_count=3910 3318 2853 2789 2483 2395 2243 2141 2062 1915 1721 1404 1336 1230 1114 317 1049 769 106 194
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=14
num_cat=0
split_feature=14 12 157 43 52 1 4 1 16 42 0 15 13
split_gain=7.30639e-05 7.85769e-05 0.000155175 0.000148559 0.000150048 0.000143665 0.000149436 0.00013155 0.000131412 0.000103922 0.000127905 0.000206345 0.000163244
threshold=0.064610000000000015 0.051320000000000005 -0.072409999999999988 -0.049504999999999987 0.13266500000000003 0.11052000000000002 0.0057500000000000008 0.099595000000000017 0.3935300000000001 0.091955000000000023 -0.060094999999999989 -0.07052499999999999 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -4 9 10 11 -3 -12
right_child=-2 8 3 4 -6 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.0036791738408388872 -0.0022728097848093783 0.0013533810557092895 0.0002851202755696741 -0.0019332853482562761 0.002437242408891164 -0.0032341268180418404 0.001801042511591377 0.0044896179677581579 -0.0034832910539920928 -0.0023172820814313707 -0.00016254613312743259 -0.0032608779520021803 0.0044958958363686
leaf_weight=0.001144227452442693 0.001032294166243535 0.0016351724329795349 0.0013015568019611743 0.0016474783776830853 0.001104080665431828 0.0016562113363195463 0.0016368894462966965 0.0010147223838818621 0.001006937357530123 0.0012898674455674268 0.0012436515099396583 0.0013603857224831553 0.0010742656868503184
leaf_count=130 138 542 93 156 68 207 120 232 297 552 44 1273 58
internal_value=0 0.000125171 0.000655875 0.000242125 -0.000480163 -0.00113212 -7.21412e-05 0.00212704 -0.000537674 -8.84993e-05 0.000452547 -0.000742112 0.00199646
internal_weight=0 0.0171154 0.00950517 0.00836094 0.00604466 0.00494058 0.00328437 0.00231628 0.00761028 0.00660334 0.00531348 0.00299556 0.00231792
internal_count=3910 3772 1006 876 551 483 276 325 2766 2469 1917 1815 102
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=21
num_cat=0
split_feature=2 14 453 4 0 11 160 160 133 159 1374 133 3 15 150 47 39 13 2 13
split_gain=0.000223038 0.000205749 0.000175946 0.000236664 0.000236798 0.000200547 0.000249561 0.000216872 0.000295872 0.000224285 0.000229195 0.000174174 0.000186592 0.000209246 0.000205506 0.000346243 0.000198427 0.000219411 0.000121469 0.000106106
threshold=0.14808000000000002 0.077685000000000018 1.0000000180025095e-35 0.28937500000000005 -0.15291499999999997 0.077415000000000012 -0.092169999999999988 -0.081069999999999989 -0.0023199999999999996 0.086405000000000023 -0.080239999999999992 0.099765000000000006 -0.12008499999999998 -0.053579999999999996 0.08486500000000001 0.10783500000000001 0.005105000000000001 -0.083924999999999986 0.086915000000000006 -0.037444999999999992
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 -1 -8 -9 10 -10 12 -12 14 15 19 17 -15 -19 -14
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 11 -13 13 16 -16 -17 -18 18 -20 -21
leaf_value=-0.00071219812116630273 0.00071105131035237008 -0.00071589429233596968 -0.00066993002948783449 0.0010476175268228981 0.00010335885518770152 -0.00076024042493662075 0.00077173543815310891 -0.0006941031169329431 -0.00059496000266637272 -0.00065998920571170205 0.00090266937260647469 -0.00042137226166828761 -0.00054473476236017266 0.00031689087437376887 0.0009788613367578778 0.00098610027246961041 0.00053671148094349666 -0.00010846664851884729 -0.00084920186287027757 0.00020274434893003757
leaf_weight=0.0012481210517781794 0.0011079890101770426 0.0011601638846772113 0.0010298726011844775 0.0011174993803263547 0.001984443555039221 0.0010015565269299023 0.0010460218093072795 0.0014931863993432248 0.0010598688259839681 0.0010327367141259808 0.0011118605785727055 0.0010918938442608253 0.0010394243848662263 0.0012881344707167926 0.0013670546202533274 0.0010386349128328476 0.0012041177485089261 0.0010685960921491666 0.0013472729335086142 0.0010059574951767963
leaf_count=459 173 122 95 91 230 144 203 818 38 216 35 449 158 105 68 55 40 162 147 102
internal_value=0 -4.20562e-05 -7.42853e-06 2.42377e-05 0.000443535 -4.62789e-05 -5.28375e-06 4.91977e-05 -6.93551e-07 7.51283e-05 0.000135272 0.000202206 0.000267231 0.000191741 0.000449352 0.000214636 -4.18799e-05 -0.000229972 -0.000521557 -0.00017711
internal_weight=0 0.0237364 0.0225763 0.0215464 0.00310194 0.0184444 0.0174429 0.0161948 0.0151487 0.0136556 0.0126228 0.0115629 0.0104711 0.00935919 0.00445107 0.00308402 0.00490812 0.003704 0.00241587 0.00204538
internal_count=3910 3737 3615 3520 321 3199 3055 2596 2393 1575 1359 1321 872 837 383 315 454 414 309 260
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=13
num_cat=0
split_feature=3 48 2 41 43 52 42 151 43 52 0 1
split_gain=8.00016e-05 0.000112179 0.000117151 0.000113397 8.92533e-05 0.000134609 0.000136497 0.000172924 0.00012766 0.000112379 0.000110501 9.00212e-05
threshold=0.24227500000000002 0.12862000000000004 0.11542500000000001 0.075585000000000013 0.14198000000000002 0.11401500000000002 -1.0000000180025095e-35 -0.084129999999999996 -0.074254999999999988 -0.07125999999999999 -0.070894999999999986 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 10 -10 -9 -11
right_child=-2 -3 -4 -5 -6 -7 7 8 9 11 -12 -13
leaf_value=-0.0017632866175656407 0.0019449283826695764 -0.0024157274783869176 0.0017116845010095383 -0.0024908695775078065 0.0018119743370239084 -0.0026536510739143065 -0.0020522341234358327 0.00025988681479272198 -0.0014806906359026515 -0.00036384034171964443 0.0031933897296159853 0.0019809834524969617
leaf_weight=0.0018247106149251345 0.0010199681163900248 0.0010358026972140657 0.0018703201835624959 0.0010333309888345141 0.0012413595518820297 0.0010600746807697811 0.0012814974153718814 0.0010965425895121377 0.0015716979115526089 0.0016398127784156991 0.0016713700545385787 0.0017402315096003776
leaf_count=715 179 109 375 172 211 443 281 395 252 532 131 115
internal_value=0 -0.000125392 2.25927e-05 -0.000200501 -2.02115e-05 -0.000211564 2.75667e-05 0.000390608 0.000796131 0.000105729 0.00203125 0.000843403
internal_weight=0 0.0170668 0.0160309 0.0141606 0.0131273 0.0118859 0.0108259 0.00900115 0.00771965 0.00495174 0.00276791 0.00338004
internal_count=3910 3731 3622 3247 3075 2864 2421 1706 1425 899 526 647
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=20
num_cat=0
split_feature=1213 133 1456 1374 146 11 3 457 150 15 15 43 52 0 1 0 15 14 4
split_gain=0.000351517 0.000267854 0.000283451 0.000294281 0.000228724 0.000326575 0.000298749 0.000238728 0.000422449 0.000245789 0.000347452 0.000271476 0.000306036 0.000232298 0.000212527 0.000205317 0.000393528 0.000274746 0.000102563
threshold=-1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.085665000000000019 0.080455000000000013 -0.12008499999999998 -0.0034949999999999994 0.08486500000000001 -0.017214999999999998 -0.053579999999999996 0.0050750000000000005 0.084240000000000023 0.12500000000000003 0.094385000000000011 -0.11756999999999999 -0.099824999999999983 -0.22654999999999997 0.0082450000000000006
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 13 -8 9 10 14 12 18 -5 -9 17 -17 -16 -11
right_child=1 -3 3 4 -6 -7 7 8 -10 11 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0009959581835314122 -0.00082908974356291272 -0.0008324026579030299 -0.00079966766904529453 0.00098812740339981474 -0.00065733223490868652 -0.00054689177165697311 -0.00055678535811280901 -0.00060710318132935876 0.00071113288221696447 0.00011198353568859268 -0.000941125858479758 0.00088723653755722954 -0.00051539249709265994 6.4269782167740764e-05 -0.00076835865319174312 0.0010981916096419373 -0.00018253290528155228 0.00023191222151081888 0.00070183437121337322
leaf_weight=0.0010473151085376052 0.0010734562455392829 0.0011033152752454164 0.001092140180855238 0.0013440691632369195 0.0011364704141021411 0.0019693736665631336 0.0014612339153702155 0.0012396730848808933 0.0019786175527010267 0.0017508422393706239 0.0011937794232931842 0.0010569766225982311 0.0014245820069493376 0.0010871678900610249 0.0010777162585213773 0.0010076808219274397 0.0011171989404487048 0.001386542213999177 0.0010362539818022376
leaf_count=592 306 465 64 115 37 219 243 417 221 296 79 154 239 31 28 174 96 104 30
internal_value=0 -0.000116859 -8.31693e-05 -4.73598e-05 -8.72811e-06 2.78867e-05 9.0211e-05 1.52855e-05 7.38656e-05 -2.87203e-05 -0.000210737 0.00021389 4.4905e-05 0.000575009 -6.11488e-05 8.63309e-05 0.000424825 -0.000205545 0.000331293
internal_weight=0 0.0245371 0.0234338 0.0223603 0.0212682 0.0201317 0.0181623 0.0157311 0.0142699 0.0122912 0.00702259 0.00526865 0.00421168 0.00243124 0.00582881 0.00458914 0.00212488 0.00246426 0.0027871
internal_count=3910 3318 2853 2547 2483 2446 2227 2081 1838 1617 898 719 565 146 819 402 270 132 326
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=21
num_cat=0
split_feature=1213 1374 133 1456 14 11 13 132 16 457 52 160 4 4 42 3 1 2 16 3
split_gain=0.000445304 0.000307226 0.000329782 0.000358373 0.000243445 0.000323406 0.000318962 0.000278354 0.000266629 0.000308309 0.000331924 0.000338919 0.000331475 0.000403285 0.000411252 0.000435174 0.000410586 0.000256312 0.00017959 0.000159541
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.091229999999999992 0.079995000000000011 -0.53257999999999994 0.084550000000000014 0.10433000000000002 -0.11175999999999998 -0.23071499999999998 -0.078094999999999984 0.098285000000000011 -0.00088499999999999983 0.099595000000000017 0.097940000000000013 -0.10486499999999999 0.10856000000000002
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 17 8 -8 10 12 -12 -10 -14 15 16 -15 -5 -19 -17
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 -13 13 14 -16 19 -18 18 -20 -21
leaf_value=-0.0011474538481731208 -0.0008945271309272674 -0.0008620028396083896 -0.00088226799789681255 0.00013970907068483915 -0.00063455761881692327 -0.00061703607254587518 -0.00076000435719452732 0.00094520932532382107 -0.00098178998367046979 0.00091700761188704544 -7.7988949963991326e-05 0.0011906038087534923 0.00089943760383429474 -0.0015540217192443785 0.00072101586602145136 0.00040529349325740848 -0.00014801268621179533 0.00058246504847819672 0.0014705136800430125 -0.00045480435044124406
leaf_weight=0.0010340123342384286 0.0010721085451959036 0.0011165972827372186 0.0010821187905156451 0.0018137442713962509 0.0011419929246090635 0.0014040231066623212 0.0011097354606644872 0.0011635394844309943 0.0011725858434088422 0.0013493922708317516 0.0012093556466162975 0.0013523171429774697 0.001293464457352466 0.0013533163192728003 0.0012861790745959502 0.0018052537525818785 0.0011774266779257525 0.0015406201868595898 0.0012508400635953265 0.0010249951625525
leaf_count=592 68 306 461 186 81 123 75 149 123 113 212 79 241 543 90 87 140 101 103 37
internal_value=0 1.78877e-05 5.75757e-05 0.000100733 0.000148619 0.000190596 0.00024757 0.000126634 5.9247e-05 0.000129051 3.79788e-05 0.000591706 -0.000117671 9.93301e-06 -0.000163155 -0.00037528 -0.000899877 0.000649294 0.000980395 9.38028e-05
internal_weight=0 0.0257196 0.0246475 0.0235654 0.0224488 0.0213068 0.0199028 0.0152976 0.014134 0.0130243 0.0116749 0.00256167 0.00911322 0.00794064 0.00664717 0.00536099 0.00253074 0.0046052 0.00279146 0.00283025
internal_count=3910 3318 3250 2789 2483 2402 2279 1889 1740 1665 1552 291 1261 1138 897 807 683 390 204 124
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=15
num_cat=0
split_feature=1 0 2 2 16 52 52 457 49 48 12 3 2 4
split_gain=7.03782e-05 0.000121611 0.000244594 0.000296443 0.000147049 0.000109864 0.000142232 0.000104757 0.000129052 0.000374845 0.000266902 0.000183011 0.000132389 9.13696e-05
threshold=0.076710000000000014 0.18055000000000002 0.10362500000000001 0.097360000000000016 -0.013024999999999998 -0.37613999999999997 -0.11051499999999999 -0.0034949999999999994 -0.029304999999999998 0.085875000000000021 0.093375000000000014 0.094625000000000015 0.081615000000000007 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -8 9 -9 11 12 -10 -13
right_child=5 -3 -4 -5 -6 6 7 8 10 -11 -12 13 -14 -15
leaf_value=0.00046264715797106115 -0.0024759497293791411 0.001874070381791145 -0.0053505153096863088 0.0037460370643397074 -0.004095225968546252 0.0038616609439230442 -0.002489587210148525 0.0052688711654102658 0.00038918151009254367 -0.0012281925961947732 -0.003811441128442681 -0.0029576268248828375 0.0041820973734045469 0.0007094887985785583
leaf_weight=0.0010396800130385081 0.001049190545614421 0.001070144576885923 0.0010662547344344464 0.0010239780413609026 0.0013485981887433225 0.0010129259324565551 0.0010168983870029744 0.0015432529391991604 0.0015658609742801883 0.0014088824116834098 0.0013051957729896813 0.00116378586736543 0.0014890501782487712 0.0010925515147399215
leaf_count=993 202 28 346 153 488 171 120 159 437 123 272 93 217 108
internal_value=0 -0.000884076 -0.00154314 -0.000353417 -0.00211106 0.000346168 0.000601456 0.000289487 0.000584832 0.0021682 -0.000121638 0.000785101 0.00223796 -0.00118196
internal_weight=0 0.00554866 0.00447851 0.00341226 0.00238828 0.0126476 0.0115984 0.0105855 0.00956858 0.00295214 0.00661644 0.00531125 0.00305491 0.00225634
internal_count=3910 2008 1980 1634 1481 1902 1700 1529 1409 282 1127 855 654 201
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=21
num_cat=0
split_feature=1374 1456 133 14 3 51 51 484 52 133 151 0 0 13 484 15 47 2 16 0
split_gain=0.000271569 0.000295394 0.000280316 0.000254346 0.000220745 0.000261541 0.000219649 0.000205613 0.00020192 0.000323159 0.000351353 0.000179997 0.000257845 0.000160567 0.000158371 0.000129812 0.000116352 0.000101517 7.29456e-05 5.71532e-05
threshold=-0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.16699000000000003 0.13881000000000002 0.077145000000000005 0.042570000000000004 0.11401500000000002 -0.0023199999999999996 -0.084874999999999992 -0.070894999999999986 -0.10575999999999998 0.17936000000000002 0.088180000000000022 -0.094924999999999995 0.080860000000000015 0.083385000000000015 0.25185000000000007 0.039665000000000006
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 -3 -11 12 16 18 -9 -8 -12 -14 19 -13
right_child=1 2 -4 -5 -6 -7 15 14 -10 10 11 13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00082675790567086536 -0.00081436748690096852 -0.00068806317156102595 -0.0007638315622664969 -0.00065986637449391955 0.00068288941291076114 -0.00068160961957055492 0.00099927951422824142 0.00092375256110001477 -0.00059744558719006919 -0.00053757898592348373 0.00081494555983210003 0.0011255658779755593 -0.00064789299298224478 -3.3519376298789365e-05 7.2206986888528099e-05 0.00025321994623280939 6.3103021154466507e-05 4.0731201886922619e-05 0.00033726095919508678 0.00061318485038595492
leaf_weight=0.0010173431970756921 0.0010454412038313999 0.001345637614275059 0.0010210638499692564 0.0010875983172078931 0.0017612770280249065 0.0010786804316775525 0.0010777417885850099 0.0011665702732264758 0.0013729518379412978 0.001629159095816222 0.0010760472313223299 0.0010015056201648368 0.0012343537770286156 0.0011025483152540261 0.0010959821095513356 0.0013711124205953397 0.0010544485551347016 0.0010047879248055746 0.0011256408487815284 0.0012872070961242876
leaf_count=68 369 769 515 89 174 106 53 129 212 186 91 85 180 24 157 192 35 242 181 53
internal_value=0 2.17802e-05 5.99619e-05 9.84174e-05 0.000138094 8.7657e-05 0.000133896 6.31549e-05 -1.34544e-05 5.41427e-05 0.000149119 0.00027501 4.22589e-05 0.000500173 0.000511263 0.000581561 0.000442835 -0.000338881 0.000672511 0.000837395
internal_weight=0 0.0239398 0.0228943 0.0218733 0.0207857 0.0190244 0.0179457 0.0154968 0.0132343 0.0118613 0.0105157 0.00888654 0.00436964 0.0045169 0.00226255 0.00244885 0.0021305 0.00223914 0.00341435 0.00228871
internal_count=3910 3842 3473 2958 2869 2695 2589 2344 2058 1846 1077 891 548 343 286 245 126 422 319 138
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=16
num_cat=0
split_feature=3 48 50 0 0 2 3 4 2 2 0 16 12 43 42
split_gain=7.49514e-05 8.73037e-05 0.000126186 0.000170136 0.000178797 0.000167196 0.000163071 0.000134149 0.000142039 0.000165123 0.000124753 0.000127667 0.000168035 0.000102089 1.67009e-05
threshold=0.24227500000000002 0.12862000000000004 0.086465000000000014 -0.10575999999999998 -0.074249999999999997 0.11260500000000001 0.082730000000000012 0.26048500000000002 0.083945000000000006 0.092175000000000021 0.12346000000000001 0.064860000000000015 0.094195000000000015 -0.020804999999999997 0.090495000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 7 10 8 -1 -10 11 12 -6 -5 -13
right_child=-2 -3 -4 4 6 -7 -8 -9 9 -11 -12 14 -14 -15 -16
leaf_value=0.0042872801171605019 0.0023268955105431371 -0.0026750637362804278 -0.0028793983523203244 -0.0043854110076254746 0.0058340546411020143 0.0046686497336257352 -0.0024039539524810722 -0.0021025888084926247 -0.0020911218492885584 0.0026676710674574445 -0.0012718761721304738 -0.00069992962005302332 0.00071529515175316886 -0.00062346925974789949 0.00093060654016845613
leaf_weight=0.0010536552919138088 0.0010180434254234627 0.0010389898202932254 0.0011310004458542971 0.0012585610160201488 0.0010272143970587724 0.0010504354985655037 0.0015192424724075337 0.0010375875283846758 0.0011397840408530965 0.0011861871927561218 0.0015352552799822727 0.0010018488950217785 0.0010178056051310669 0.0010588794500384453 0.0010012310795636456
leaf_count=69 179 109 662 856 175 95 103 109 120 127 128 143 190 694 151
internal_value=0 -0.000166973 -4.29529e-06 0.000214123 -0.000513049 0.00146694 0.000189584 0.000705564 0.0015677 0.000335744 0.000895291 0.0017172 0.00328645 -0.00266651 0.000115087
internal_weight=0 0.0170577 0.0160187 0.0148877 0.00942004 0.00546765 0.0071026 0.00441721 0.00337963 0.00232597 0.00558336 0.0040481 0.00204502 0.00231744 0.00200308
internal_count=3910 3731 3622 2960 2440 520 890 425 316 247 787 659 365 1550 294
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=22
num_cat=0
split_feature=1213 1374 150 3 15 1 484 42 49 150 4 4 2 0 12 52 3 3 3 1 16
split_gain=0.000386148 0.000313977 0.000365851 0.000381266 0.000313015 0.000298122 0.000222997 0.000242093 0.00042662 0.000183816 0.000156964 0.000409962 0.000287489 0.000191179 0.00014267 0.000161434 0.00010316 0.0001024 9.89019e-05 6.7905e-05 5.50277e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08486500000000001 0.096385000000000012 -0.03231499999999999 0.12864500000000004 -0.0043499999999999988 0.092395000000000019 -0.084934999999999997 0.090480000000000019 -0.00072999999999999985 0.05309500000000001 0.10113500000000002 -0.11756999999999999 0.080120000000000011 0.083750000000000005 -0.086589999999999986 0.11265500000000002 0.045635000000000002 0.096230000000000024 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 9 6 -3 8 -8 -4 12 -12 14 20 18 -16 -9 -7 -10 -15 -13
right_child=1 2 3 -5 -6 17 7 16 10 -11 11 13 -14 19 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00092811594400666892 -0.00079112031759920906 -0.00080784044836832564 0.0010159926695202991 0.0012123054722603115 -0.00046532661810380936 0.00072159556345653447 -0.00075664901896428844 -0.0008955068629642257 0.0010076717990741895 0.00013947046292289012 -0.000936451762826537 5.7739735070965045e-05 -0.00026575185735679249 0.0007389442542779539 -0.00024456475079199169 0.00054203269992034522 -0.00021483030409683691 0.0001455696409423685 0.00037487491523665825 0.00018295043801860015 -0.00044763845394878274
leaf_weight=0.0010406391720215067 0.0010590074060428103 0.0010113656961796237 0.0010195060105025189 0.0011928500041178403 0.0011385369249490565 0.00145195762964741 0.0015086800153838427 0.0010269770749735674 0.0013605635128158796 0.0013025623275144116 0.00107383938479422 0.0010115615763037766 0.0017527447705403959 0.0010589642613835215 0.0010833918851352042 0.0014696774690801939 0.0011047098139783463 0.0014995626197624734 0.001042931485122911 0.0010414634697815117 0.0010491048207473541
leaf_count=592 68 540 63 88 117 142 87 70 77 108 188 62 227 100 362 349 366 128 74 64 38
internal_value=0 3.28788e-05 6.89361e-05 0.000458538 0.000198719 -2.38121e-05 -0.000104332 -5.86772e-05 1.80279e-05 0.000524308 0.000115878 -8.47689e-05 0.000272432 0.000135022 0.000462745 0.000208241 -0.000542758 0.000428937 0.000733087 0.000463264 -0.000199553
internal_weight=0 0.02526 0.024201 0.00465346 0.00346061 0.0195475 0.016596 0.0155846 0.0134529 0.00232207 0.0119442 0.00523493 0.00670931 0.00416109 0.00495656 0.00255307 0.00213169 0.00295152 0.00240349 0.00210043 0.00206067
internal_count=3910 3318 3250 376 288 2874 2604 2064 1628 171 1541 452 1089 264 862 711 436 270 151 164 100
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=15
num_cat=0
split_feature=14 150 2 1 49 42 15 4 4 12 52 12 3 0
split_gain=8.03507e-05 7.76114e-05 0.000150578 0.000118978 0.000124899 0.000164832 0.000107824 0.000103357 0.000149583 0.000130993 0.000259526 0.000104247 9.58145e-05 8.89597e-05
threshold=0.064610000000000015 0.08486500000000001 0.11125500000000001 0.12864500000000004 -0.085174999999999987 0.092395000000000019 -0.085499999999999979 -0.00072999999999999985 0.17888000000000001 0.084100000000000022 0.091210000000000013 0.085665000000000005 0.11265500000000002 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 7 -3 9 -9 13 -11 -10 -5 -6
right_child=-2 2 -4 12 5 -7 -8 8 11 10 -12 -13 -14 -15
leaf_value=-0.0028818822388321287 -0.0020881155446615292 0.0014784001941345372 0.0035841895159662959 0.0030544488675166236 0.0035954819188844288 -0.0026089910432956168 -0.001769048791988636 -0.0025358393590993468 -0.0010214750800917323 -0.0028669280478899575 0.0022422458399263185 0.0022115827792831481 -0.00015431237324964358 0.00077276834020745147
leaf_weight=0.0011202723694692133 0.0010285256952864271 0.0013929241714301099 0.0010193259876534952 0.0011041194451703101 0.0012185037748351016 0.0014230673068836098 0.0010348136862892978 0.0015937488967087748 0.0012347894408783339 0.0011950822473669742 0.001116933304615722 0.0010907351200299953 0.0010584288363010494 0.0013856577432538328
leaf_count=96 138 107 127 151 200 620 206 404 109 1022 320 85 127 198
internal_value=0 0.000105342 0.00112621 -0.00015453 -0.000465927 -0.000202095 9.41879e-05 0.000185568 -0.000737521 0.000921473 -0.000398689 0.000494918 0.00148397 0.00209353
internal_weight=0 0.0169884 0.00344706 0.0135413 0.0113788 0.0102585 0.00242774 0.00883545 0.00391927 0.00491618 0.00231202 0.00232552 0.00216255 0.00260416
internal_count=3910 3772 440 3332 3054 2958 313 2338 598 1740 1342 194 278 398
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=18
num_cat=0
split_feature=14 38 124 3 3 457 0 43 41 13 42 12 2 3 42 4 3
split_gain=0.000232241 0.000185193 0.000343786 0.000200422 0.000196834 0.000284416 0.000331093 0.00021484 0.000250936 0.000272075 0.000197769 0.000178965 0.000156843 0.000257365 0.000146907 0.000132835 0.000127518
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.16699000000000003 -0.12008499999999998 -0.0015249999999999997 -0.053834999999999994 0.088185000000000013 0.078150000000000011 0.091035000000000019 0.098285000000000011 0.093225000000000016 0.11230000000000001 0.090325000000000003 0.083725000000000008 0.022820000000000003 0.10666500000000002
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 -6 10 8 9 -4 11 12 13 14 15 -7 -8
right_child=-2 -3 3 -5 5 6 16 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00068889112628131078 -0.00070246837648347844 -0.00061924769270693312 0.0013029486451703804 0.00054549536909117278 -0.00088876369834100339 -0.00056380512936243354 -0.00084663549872951438 -0.00041512948104959266 -0.00016492746214761438 0.00018085309173801966 0.00070398149384068591 -0.00064273637097883552 -0.0003404453178362702 0.00070871217552057953 0.00033347562675714576 0.00018029016900216252 -0.00015199150444730877
leaf_weight=0.0019878888923360828 0.0012165911795488362 0.001121855530450854 0.001129305136434053 0.0015408253781278294 0.0012324294780401762 0.0015565152464508715 0.001692413904919911 0.0010086307404861827 0.0011976872516292758 0.0011072893919166216 0.0010858309713112193 0.001062448741170942 0.0019265003643552103 0.0017417903977807736 0.0017775970716295969 0.0010325067110271008 0.0011472705860278154
leaf_count=271 126 84 84 140 271 581 260 34 66 146 337 485 92 78 735 79 41
internal_value=0 1.83979e-05 5.05817e-05 -1.21134e-05 -5.80631e-05 -0.000150198 -8.03031e-05 0.000237556 0.000429246 0.000747423 5.51355e-05 -2.23086e-05 5.973e-05 0.000185939 -2.25885e-05 -0.000267059 -0.00056599
internal_weight=0 0.0233488 0.0222269 0.020239 0.0186982 0.0142553 0.0130229 0.00444291 0.00343428 0.00223659 0.0101832 0.00909736 0.00803491 0.00610841 0.00436662 0.00258902 0.00283968
internal_count=3910 3784 3700 3429 3289 2959 2688 330 296 230 2387 2050 1565 1473 1395 660 301
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=22
num_cat=0
split_feature=453 133 1374 0 133 14 158 34 4 16 15 160 160 133 42 49 16 3 4 15 12
split_gain=0.000327815 0.000320117 0.000342768 0.000435075 0.000341064 0.00026022 0.000243235 0.000333664 0.000294183 0.000486311 0.00029331 0.000221454 0.000232034 0.000220963 0.000334045 0.000358678 0.000397639 0.000178657 0.000175339 0.000340383 0.000155971
threshold=1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -0.23029999999999998 0.085625000000000021 0.077685000000000018 0.085745000000000002 -1.0000000180025095e-35 0.27020000000000005 -0.077034999999999978 -0.10981499999999998 -0.091109999999999983 -0.080734999999999987 -0.0023199999999999996 0.098285000000000011 -0.088729999999999989 -0.055679999999999993 -0.025254999999999996 -0.10647999999999999 -0.017214999999999998 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
left_child=1 2 -1 -4 5 6 7 -5 10 -10 -9 -12 -13 -14 15 -15 20 -6 -18 -20 -17
right_child=-2 -3 3 4 17 -7 -8 8 9 -11 11 12 13 14 -16 16 18 -19 19 -21 -22
leaf_value=-0.00090273290402897977 -0.00094420589722832933 -0.0008931289074633784 0.0009105435125236317 -0.00090496181235046459 0.00013652641326137091 -0.00084593692438753726 -0.00081871683126695776 -0.00080214684725152426 0.0013465021914863221 -0.00023882543865902291 -0.00058383808799061505 0.0010006106172889121 -0.00060425476361911936 -0.0008300463870128317 0.0011628257642370195 0.00037065879868879712 -0.00054247295090586014 0.0011407737482719835 -0.00047377117079939015 0.00091227429546849475 0.0012962196589393418
leaf_weight=0.0010997529035350331 0.0011570723279358255 0.0011498329533729664 0.0019688127875805385 0.0010466246096251996 0.0010140175256291815 0.0011854474445947552 0.001042173742388664 0.0012282465195987595 0.0014680397277412639 0.0010445014341737844 0.0012939249728585777 0.0010178691439197878 0.0011990704846891473 0.0011546433623141894 0.0010207455517678987 0.0011477380709543905 0.001628847331711647 0.0012443656590549667 0.0011106286209440208 0.0011247364295385968 0.0011492088764711583
leaf_count=64 99 542 105 81 421 94 270 141 135 77 229 112 716 63 58 53 172 139 128 78 133
internal_value=0 2.24208e-05 6.5941e-05 0.000112079 3.76485e-05 -4.04408e-05 1.3577e-05 6.57203e-05 0.000130894 0.000687457 2.39481e-05 0.000109591 0.00019461 0.000108574 0.000211103 7.83123e-05 0.000248545 0.000689865 -9.93013e-05 0.000223625 0.000833736
internal_weight=0 0.0253392 0.0241894 0.0230896 0.0211208 0.0188624 0.017677 0.0166348 0.0155882 0.00251254 0.0130757 0.0118474 0.0105535 0.00953562 0.00833655 0.0073158 0.00616116 0.00225838 0.00386421 0.00223537 0.00229695
internal_count=3910 3811 3269 3205 3100 2540 2446 2176 2095 212 1883 1742 1513 1401 685 627 564 560 378 206 186
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=18
num_cat=0
split_feature=14 1456 133 3 48 50 0 15 0 3 0 12 0 1 133 15 16
split_gain=0.000265053 0.000256137 0.000276881 0.000221924 0.000236103 0.000172107 0.00020847 0.000226172 0.000197368 0.000204652 0.000246638 0.000219009 0.000456331 0.000168626 0.000188463 0.000163405 0.000191232
threshold=0.077685000000000018 -1.0000000180025095e-35 0.10681500000000001 0.16699000000000003 0.12649500000000002 0.086465000000000014 -0.13027499999999997 -0.079799999999999996 -0.074249999999999997 -0.115685 0.12007500000000002 -1.0000000180025095e-35 -0.053834999999999994 0.095575000000000007 0.08321000000000002 -0.14097499999999996 -0.094359999999999986
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 15 13 10 -10 -11 -13 14 -8 -3 -17
right_child=-2 2 -4 -5 -6 -7 8 -9 9 11 -12 12 -14 -15 -16 16 -18
leaf_value=-0.00068639020834366051 -0.00067883042905628101 0.00060185137105975522 -0.00068575702524814911 0.00056811372253742732 -0.00056616923026591326 -0.00040920276453814536 -0.00080251091297275001 0.00079378873066735455 0.00084885112687302833 0.00038932487573662902 -1.7651406563079312e-05 0.00039385648796757942 -0.00071394010034476303 0.00010360154202513972 6.2222892687023667e-06 -0.00046866188320059376 0.00038299409701568043
leaf_weight=0.0010395515027365352 0.0012065549883489004 0.0011287418141095323 0.0010287246852959042 0.0018664646371174256 0.0012656689573957705 0.0013913144540513246 0.0014965793067520244 0.0017565439434372642 0.0016010879728551863 0.0018008209643418874 0.0012350650582693135 0.0013692991690703593 0.0018631452160079564 0.0018846935868169499 0.0010342781728300415 0.0012176906206426974 0.0010354929075319652
leaf_count=349 126 61 504 178 87 429 870 103 87 136 103 165 190 144 262 50 66
internal_value=0 2.0954e-05 5.29584e-05 8.75845e-05 4.29196e-05 8.3893e-05 0.000123268 0.000369675 2.02031e-05 0.000158528 0.000471514 -1.78338e-05 -0.000244665 -0.00022632 -0.000472008 0.000149393 -7.72673e-05
internal_weight=0 0.0240152 0.0229756 0.0219469 0.0200804 0.0188148 0.0174234 0.00513847 0.012285 0.00786942 0.00283615 0.00503327 0.00323244 0.00441555 0.00253086 0.00338193 0.00225318
internal_count=3910 3784 3435 2931 2753 2666 2237 280 1957 681 190 491 355 1276 1132 177 116
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=18
num_cat=0
split_feature=14 133 3 48 484 132 41 3 0 0 12 15 13 47 39 51 1
split_gain=0.000264045 0.000223278 0.000281749 0.000224749 0.000194774 0.000213041 0.000235405 0.000160058 0.000460706 0.000199894 0.000263087 0.000258399 0.000349852 0.000230859 0.000184808 0.000120143 0.000109746
threshold=0.077685000000000018 0.10681500000000001 0.16699000000000003 0.12649500000000002 -0.067754999999999996 0.080815000000000012 0.078150000000000011 -0.12008499999999998 0.11015500000000002 -0.10575999999999998 -1.0000000180025095e-35 -0.053579999999999996 -0.083924999999999986 0.093315000000000023 0.091635000000000008 0.085845000000000019 0.087545000000000026
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 -6 13 14 -12 -13 15 -11 16 -9
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00059964517561163179 -0.00072724980944557937 -0.0006888160405743519 0.00066981293665533141 -0.00063186968830746904 0.001000583587930147 0.00068034979326118603 -0.00067432194892208682 0.00018203478918905113 -0.0003738425171503682 -0.0001415113061963475 0.00012244410045830322 3.3764794000279856e-05 -0.0010499843919366575 -0.00042635638472027356 0.00078975179558318006 3.1469903020339148e-05 0.00079528966200113427
leaf_weight=0.0010602626677376726 0.0011941683543703055 0.0010171756375655016 0.0017720024449937579 0.0012566717273825292 0.0015326151490859729 0.0014275645755874857 0.0010578994989729465 0.0011467227448832508 0.0010037120174324343 0.0010960623997310934 0.001786497728968764 0.0012100929491993596 0.0019099799489092758 0.0010488307655140972 0.0010260370003560243 0.0015361488569713977 0.0019766372129145712
leaf_count=397 126 530 179 92 87 185 100 90 89 133 482 345 765 37 93 55 125
internal_value=0 3.34076e-05 6.70325e-05 1.38275e-05 5.69449e-05 9.61457e-05 4.50786e-05 9.49075e-05 0.000456676 2.28683e-05 -0.000155169 -0.000355818 -0.000629662 0.000242086 0.000308755 0.000392549 0.000570137
internal_weight=0 0.0228649 0.0218477 0.0200757 0.0188191 0.0177588 0.0163312 0.0152733 0.00253633 0.012737 0.00702867 0.00490657 0.00312007 0.00570834 0.0021221 0.00465951 0.00312336
internal_count=3910 3784 3254 3075 2983 2586 2401 2301 176 2125 1818 1592 1110 307 226 270 215
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=13
num_cat=0
split_feature=2 50 41 151 4 2 48 160 42 0 0 1
split_gain=7.3635e-05 7.92473e-05 8.80197e-05 8.60439e-05 0.000158272 0.000164456 0.000137187 0.00014696 0.000117163 0.000142981 0.000141485 0.00011483
threshold=0.14073000000000005 0.086465000000000014 0.078535000000000008 -0.084764999999999993 0.28937500000000005 0.11339500000000001 0.09227500000000001 0.087260000000000018 -1.0000000180025095e-35 0.047345000000000005 -0.069794999999999982 0.088785000000000017
decision_type=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 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0013891190871952593 0.0019562605598265055 -0.0021230154581723432 -0.002236558379646961 -0.0012762564996620365 0.002763487727200455 -0.002560055710390253 0.0030252236830694852 -0.0026683037372124416 0.0021959426741416255 -0.001065042779512681 0.0040012670254620988 -0.00081124333868986501
leaf_weight=0.0019756464765358821 0.0011111111620478271 0.0011905703023109655 0.0010368374217095957 0.0018711343296752107 0.0015508905176377296 0.0013266260703604709 0.0011201765300692191 0.0010745130989205142 0.0017768900814709543 0.0015674220985198162 0.0012344519800074828 0.0014490692225462842
leaf_count=322 228 668 165 605 219 231 144 224 638 148 137 181
internal_value=0 -0.000149719 -2.73492e-06 0.000152222 0.000386984 6.42519e-05 0.000409169 8.26019e-05 0.000456813 0.000994786 0.00171862 0.000845144
internal_weight=0 0.0171742 0.0159837 0.0149468 0.0129712 0.0114203 0.0100937 0.00897348 0.00789897 0.00602783 0.00446041 0.00322596
internal_count=3910 3682 3014 2849 2527 2308 2077 1933 1709 1104 956 819
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=14
num_cat=0
split_feature=14 39 3 48 3 0 15 3 52 1 0 16 1
split_gain=7.74239e-05 7.28853e-05 0.00014882 0.000252287 0.000167968 0.000295939 0.000191441 0.000131112 9.9919e-05 0.000153995 0.000115421 8.62191e-05 4.28604e-05
threshold=0.064610000000000015 0.005105000000000001 0.16699000000000003 0.11930500000000001 -0.12008499999999998 -0.053834999999999994 -1.0000000180025095e-35 -0.013944999999999997 -0.081429999999999989 0.087545000000000026 -0.15291499999999997 -0.076589999999999978 0.11663000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 -1 -3 -6 -10 -11 -12 -9
right_child=-2 7 -4 -5 5 -7 -8 12 9 10 11 -13 -14
leaf_value=0.0042313990900892922 -0.0022106862178351938 0.0035500662933811134 0.0026422295329541655 -0.004316650242007395 0.0016248136576144977 -0.0041381317673690665 -4.1340332284784947e-05 -0.0011974998104272601 -0.0028625581683449147 0.0017250440924062194 0.00062124825032029804 -0.002765640747521655 0.0011939815853832083
leaf_weight=0.0011696545404726866 0.0010351619934721992 0.00109588945399091 0.0011940957516653828 0.001030231108288566 0.0019438712916135708 0.0013829808928555289 0.0018293558981197231 0.0010076470301260696 0.0014437604736738646 0.0019369754363793845 0.0010154588236744311 0.0010302366549810038 0.0010322210938986092
leaf_count=118 138 175 156 96 445 251 180 144 1475 94 204 304 130
internal_value=0 0.0001124 -0.000142584 -0.000402731 -5.96286e-05 -0.000636838 0.00162509 0.00124891 2.01533e-05 -0.000554673 0.00028196 -0.00108443 1.26458e-05
internal_weight=0 0.0171124 0.0139766 0.0127825 0.0117523 0.00875328 0.00299901 0.00313576 0.0073703 0.00542643 0.00398267 0.0020457 0.00203987
internal_count=3910 3772 3323 3167 3071 2773 298 449 2522 2077 602 508 274
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=14
num_cat=0
split_feature=52 1 123 12 41 43 4 2 13 42 457 4 2
split_gain=7.20977e-05 0.000132369 0.000127229 0.000157981 9.9443e-05 0.000148699 0.000152517 0.00013413 0.000130642 0.000204995 9.84361e-05 8.56926e-05 0.000102911
threshold=-0.27466499999999994 0.13662500000000002 0.085195000000000007 0.11655500000000001 0.078150000000000011 -0.083899999999999988 -0.23071499999999998 0.087005000000000013 -0.094679999999999986 0.060615000000000009 0.082870000000000013 0.053925000000000008 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -8 10 11 12 -10
right_child=1 -3 -4 -5 -6 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0017965302634892631 0.0039801350344365804 0.0028005428097241849 0.0026016707604498888 -0.0032033947840732786 -0.0025165298799464464 -0.0030009204993565026 0.0021608833635828962 0.00019312517941838487 -0.0011558792708510068 -0.0035999623597582843 0.0020058930882918442 -0.0018163529458925993 0.0024255982278895069
leaf_weight=0.0014284332889499393 0.0011874798821254915 0.001177327420149297 0.0011246325339076399 0.001155791818022567 0.0010038973636647694 0.0012289296465036485 0.001687832043806149 0.0013710645712812983 0.0010882714819192034 0.0011354287490721107 0.0015567487340462094 0.0017319431194846441 0.0010952628100371221
leaf_count=425 281 212 192 130 163 106 229 378 389 936 105 157 207
internal_value=0 0.000134956 -6.92613e-05 -0.000280164 -2.19934e-05 0.000185262 -0.000289005 0.00195076 0.00011275 -0.000410417 0.00025138 -0.000446194 0.000640593
internal_weight=0 0.0165446 0.0153673 0.0142427 0.0130869 0.012083 0.00952442 0.00255854 0.00829549 0.00660765 0.00547223 0.00391548 0.00218353
internal_count=3910 3485 3273 3081 2951 2788 2129 659 2023 1794 858 753 596
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=14
num_cat=0
split_feature=14 1 4 12 15 3 43 15 4 16 15 49 1
split_gain=6.49109e-05 6.6697e-05 0.000134203 0.000125257 0.00010772 0.000161791 0.000147044 0.000123429 0.000168031 0.000146961 0.000100922 9.41952e-05 4.8468e-05
threshold=0.064610000000000015 0.11235500000000002 0.24280000000000004 0.099370000000000014 -0.095799999999999982 0.10420500000000001 -0.18906999999999999 -0.03231499999999999 -0.060264999999999992 0.064860000000000015 -0.017214999999999998 -0.073619999999999977 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 12 6 -6 11 9 -9 -3 -8 -1
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00026227180406185612 -0.0017849792678495131 -0.0012259429663477707 0.0023211962977896876 -0.0022094643653150117 0.0025998187299227826 0.0029002152072801993 -0.00048128463323594595 0.0014367387292246023 -0.0032786197555499386 -0.0020718070279547801 0.0015814854426444759 0.0025493491473468706 -0.0022148091905973893
leaf_weight=0.0013813367620250849 0.0010075787451869758 0.0017516557072550509 0.0018537177849482973 0.0013996601971058538 0.0010031196861379765 0.0012147048343624789 0.0010712688906705237 0.0014294835254450248 0.001270973510659038 0.0010812406922897366 0.0010597291294442983 0.0010443927095585659 0.0012476871177966031
leaf_count=297 138 198 338 428 73 93 117 1022 416 184 85 421 100
internal_value=0 9.14744e-05 0.000821281 -0.000188883 7.43405e-05 0.000483588 5.81842e-05 -0.000374139 -0.00115117 -7.42127e-05 -0.000167705 0.00101478 -0.00118891
internal_weight=0 0.016809 0.0046651 0.0121439 0.0107442 0.00811518 0.00690048 0.00589736 0.0037817 0.00251072 0.00281138 0.00211566 0.00262902
internal_count=3910 3772 621 3151 2723 2326 2233 2160 1622 1206 283 538 397
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=21
num_cat=0
split_feature=1456 1374 133 38 3 15 42 457 124 457 41 2 0 3 13 43 43 1 14 3
split_gain=0.000316781 0.000309858 0.000308558 0.00030175 0.000332618 0.000328699 0.000379384 0.000253148 0.0002502 0.00018071 0.000236924 0.00030927 0.000256586 0.000250142 0.000372134 0.000237583 0.00058088 0.000166013 0.000148488 0.000105166
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10681500000000001 0.084445000000000006 0.16699000000000003 0.079360000000000014 0.08401500000000002 0.088055000000000008 -0.073304999999999995 -0.0015249999999999997 0.080335000000000018 0.11165000000000001 -0.13027499999999997 -0.10628499999999998 0.068400000000000002 -0.079109999999999986 -0.074254999999999988 0.094385000000000011 -0.074139999999999984 -0.14818499999999998
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 7 -7 8 -3 -10 11 12 -11 14 -14 -15 -17 -18 -13 -16
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 18 13 15 19 16 17 -19 -20 -21
leaf_value=-0.00083364757038223382 -0.00078969661859749755 0.00064809495925914477 -0.00073729560358492012 -0.00071659760167992271 0.00079663733913989054 -0.00087301791598886757 0.00026675821649564853 0.00087109987592344019 -0.00052910110773099874 0.00080526894874097677 -0.00055592628181760429 2.7525065587033415e-05 0.0012282125172649843 -0.00054664037827059175 0.00045989701484656166 0.0010514674157573237 -0.00067565538726205624 0.00017271798563872832 -0.00075396872150362447 -0.0002451265501307061
leaf_weight=0.0010973215993037811 0.0010951674660417679 0.0018101561866690442 0.0011317739130183432 0.0010595386003961474 0.0016460965145912295 0.0017139441703764432 0.0011777404399939961 0.0011019294296183415 0.0012269695978086937 0.0017865215720382884 0.0012307809372673626 0.0011980395945236921 0.0010944041725480204 0.0016031749113547978 0.0010163029813696767 0.0011810148857263076 0.0012134311246013172 0.0010104732689123486 0.0011286730720088583 0.0010066766716663733
leaf_count=369 68 216 515 81 153 560 392 105 230 89 103 47 52 256 85 81 224 71 189 24
internal_value=0 1.47759e-05 5.09763e-05 8.94211e-05 0.000127983 7.42926e-05 -0.000408804 0.000153627 0.000105731 3.8928e-05 9.06712e-05 0.000155696 0.000274771 0.000158132 0.000501957 -5.58887e-05 0.000175177 -0.000290181 -0.000351572 0.000109063
internal_weight=0 0.0254328 0.0243376 0.0232059 0.0221463 0.0205002 0.00289168 0.0176085 0.0165066 0.0146965 0.0134695 0.0122387 0.009912 0.00812548 0.00311738 0.00500809 0.00340492 0.0022239 0.00232671 0.00202298
internal_count=3910 3541 3473 2958 2877 2724 952 1772 1667 1451 1221 1118 882 793 161 632 376 295 236 109
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=13
num_cat=0
split_feature=15 12 1 12 16 132 52 47 52 49 2 2
split_gain=6.20508e-05 0.000127013 7.15088e-05 9.56972e-05 0.000133279 0.000121121 0.00015341 0.000130061 0.000112232 0.000137091 0.000130431 6.83039e-05
threshold=0.079360000000000014 0.091475000000000015 0.13662500000000002 0.093375000000000014 0.022165000000000004 0.080815000000000012 -0.092854999999999979 0.09252500000000001 -0.081429999999999989 -0.006494999999999999 0.088735000000000022 0.10910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 -8 -10 -11 -12
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 -13
leaf_value=-0.0026193952443897051 -0.0031283356702793293 0.00046102889302034901 0.0017834745654711512 -0.002691142403520004 0.00041789089422999786 0.0028345802352763988 0.0030279740632307129 -0.0017142821083516837 -0.0013785805668382911 0.0030810370324751758 -0.00093597987742538309 0.0013357574224183255
leaf_weight=0.0010908270721464832 0.0010556303991842804 0.0012508637403479198 0.0014268452315242134 0.0016304374993364535 0.0015733504492453729 0.0010195725635484118 0.0011284897977922349 0.0014039485930927367 0.0017693285979350389 0.0013741983030695973 0.0014622100503182169 0.0016201748214327294
leaf_count=383 868 568 197 280 285 153 129 181 294 266 191 115
internal_value=0 -0.00118174 0.000157934 -6.88352e-06 -0.00116433 0.000334296 7.54705e-05 0.000411108 0.000816843 0.00041606 0.00112856 0.000258099
internal_weight=0 0.00230649 0.0154994 0.0140725 0.00320379 0.0108687 0.00984918 0.00875835 0.0073544 0.00622591 0.00445658 0.00308238
internal_count=3910 1436 2474 2277 565 1712 1559 1176 995 866 572 306
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=20
num_cat=0
split_feature=1374 150 3 124 484 133 0 157 133 160 49 0 16 2 4 15 151 43 16
split_gain=0.000336952 0.000276876 0.000296308 0.000205403 0.00023772 0.000228507 0.00022415 0.00024987 0.000390656 0.00048294 0.000420037 0.000231275 0.000407814 0.00033203 0.000211228 0.000178915 0.00017656 0.000149705 8.19023e-05
threshold=-0.094679999999999986 0.077110000000000012 0.096385000000000012 0.11158000000000001 -0.0043499999999999988 0.099765000000000006 1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0019649999999999997 -0.18087499999999998 -0.055679999999999993 0.093815000000000009 -0.49837999999999999 -0.03231499999999999 -0.080624999999999988 -0.075819999999999985 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 15 4 -2 6 7 -6 -9 -10 -11 -12 13 -13 -8 16 -3 -14 -16
right_child=1 2 -4 -5 5 -7 14 8 9 10 11 12 17 -15 18 -17 -18 -19 -20
leaf_value=-0.00086855284801925559 -0.0007754309118871022 0.00065765155955046996 0.0010786126681772005 0.00057540097982265791 0.00042313803836752345 -0.00071575944185070853 -0.00022225866062718238 -0.0010013378662725174 -0.00099421507327577337 -0.00084168449781324027 -0.00036028686733235337 0.00034570380442461345 -0.00053112916891589622 0.0014202732544567216 0.00032036536793797113 -0.00037312744693761751 -0.00011051751671773406 0.00026391648247293443 0.0009148927665400266
leaf_weight=0.0010500757535434327 0.0011700747104141365 0.0018060267819168252 0.0010455505212605409 0.0011387945620173886 0.0018397842283752715 0.0011598229826000955 0.0010291387523810869 0.0012613458961872508 0.0012009149223047699 0.0010653163306444417 0.0013774465964737619 0.0019546498570041089 0.0011640809786186423 0.0010600986710524161 0.0010798786029525831 0.0011111420152171139 0.0011841519350631602 0.0011020837708523674 0.0011370773557757294
leaf_count=68 575 153 89 28 207 495 112 870 294 101 49 161 147 90 66 128 91 93 93
internal_value=0 2.62825e-05 0.000343901 -6.09478e-05 -0.000102118 -5.41726e-05 -3.92813e-06 -0.000101243 -0.000195956 -8.21285e-05 5.96872e-05 0.000203904 0.000351064 0.000723563 0.00035659 0.000156601 0.000353446 -0.000144482 0.000625299
internal_weight=0 0.0238874 0.00514687 0.0187405 0.0176017 0.0164316 0.0152718 0.0120257 0.0101859 0.00892459 0.00772368 0.00665836 0.00528091 0.00301475 0.00324609 0.00410132 0.00299018 0.00226616 0.00221696
internal_count=3910 3842 461 3381 3353 2778 2283 2012 1805 935 641 540 491 251 271 372 244 240 159
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=14
num_cat=0
split_feature=52 376 484 160 51 15 15 4 16 48 47 2 43
split_gain=6.61769e-05 0.00011128 9.65932e-05 0.000137539 0.000106655 9.98913e-05 0.000116685 6.9892e-05 7.56846e-05 6.55634e-05 0.000147041 0.000133634 2.91297e-05
threshold=-0.27466499999999994 0.087355000000000016 -0.0043499999999999988 -0.098319999999999991 -0.09021499999999999 -0.03231499999999999 -0.089964999999999976 -0.026614999999999996 -1.0000000180025095e-35 0.085875000000000021 0.086785000000000015 0.10045500000000002 -0.0086649999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 8 -7 10 -6 -11 -10
right_child=1 -3 3 4 5 7 -8 -9 12 11 -12 -13 -14
leaf_value=-0.0014656366103341732 -0.0020145460456466287 0.0023154526398860642 -0.0023616115805726364 0.0025070433563744226 0.0020991925814176551 -0.0011960723550543278 0.0025292463812344249 -0.001760932778125485 2.1205984986769876e-05 -0.0021963086442022051 -0.0010617571628638506 0.0011966989158035141 0.0017064165981629468
leaf_weight=0.0014306282755628804 0.0011364166674444178 0.0010633989671710196 0.0010276224386856466 0.0010132212483974857 0.0019246443371703755 0.0015715473304471215 0.0013720534886292593 0.0017187538198639692 0.0010201467304464806 0.0012732167952131329 0.0011744743127391558 0.0010495581091706247 0.0010133661960938225
leaf_count=425 560 91 488 158 281 977 210 264 96 143 56 107 54
internal_value=0 0.000113329 -3.97759e-05 0.000118726 0.000312835 0.000129368 0.00069519 -0.000592702 -3.57348e-05 0.000231067 0.000901286 -0.00066316 0.000861002
internal_weight=0 0.0163584 0.015295 0.0141586 0.013131 0.0121178 0.00679395 0.00532381 0.00360506 0.00542189 0.00309912 0.00232277 0.00203351
internal_count=3910 3485 3394 2834 2346 2188 797 1391 1127 587 337 250 150
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=13
num_cat=0
split_feature=16 16 0 51 49 1 0 15 160 1 0 12
split_gain=6.0316e-05 0.000147269 0.000123321 0.000213088 0.000148151 0.000142488 0.000108803 0.00015911 0.000157947 0.000163782 0.00010755 8.15601e-05
threshold=-0.055679999999999993 -0.0099649999999999982 -0.15713499999999997 0.077145000000000005 0.0037600000000000003 0.11561500000000001 0.059810000000000009 0.024640000000000006 -0.081069999999999989 0.096630000000000008 -0.10209999999999998 0.084475000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 10 7 8 -3 -10 -4 -12
right_child=1 6 3 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=0.00039287084053406224 -0.0027690900337213726 0.0024322948274016131 -0.0024669714282316226 0.0035517004531351354 -0.0030176203113926308 0.0022413891275032635 0.0014641304130930445 -0.0031716977949522076 -0.0025042319703576935 0.0006924356556980406 0.0018829342794937272 -0.0010075124796817053
leaf_weight=0.0019593758093433339 0.0012531802504102425 0.0011021315970238185 0.0010803872828726029 0.0013744427920470963 0.0010492354655178282 0.0013630120053759764 0.001888466860168303 0.0010285897994967361 0.0015671120100072509 0.0019052374206210976 0.0010054365075705595 0.001093124136544661
leaf_count=174 418 189 197 354 64 190 186 281 521 251 116 969
internal_value=0 -0.000445072 0.000410844 0.00102481 -0.000796518 0.00026015 -5.63119e-05 -0.000568764 1.65158e-05 -0.000750258 -0.00058933 0.000377323
internal_weight=0 0.00874472 0.00892501 0.0059164 0.00300861 0.00454196 0.00749154 0.00560307 0.00457448 0.00347235 0.00317895 0.00209856
internal_count=3910 1846 2064 1826 238 1472 1428 1242 961 772 1282 1085
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=12
num_cat=0
split_feature=42 12 475 43 3 42 42 0 16 2 4
split_gain=6.09696e-05 0.000164169 0.000112331 0.000138961 0.000187348 0.000126902 9.74995e-05 7.7151e-05 0.000146844 0.000102112 0.000195095
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 1.0000000180025095e-35 0.086825000000000013 -0.11756999999999999 -0.055679999999999993 0.113945 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 7 -4 9 -9 10 -5
right_child=2 -3 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00050369894927063054 -0.0018462671810107879 -0.0035560971746294899 0.0020377833445584361 -0.002229798849751176 0.0035990621193585049 -0.0023974424155525612 -0.0009959242047227878 0.0024950694458900553 -0.00054030687009520243 -0.002233907482810498 0.0020492176177764024
leaf_weight=0.0014895184133699143 0.001496138740598567 0.0010097217956769305 0.0010952728080919939 0.0010619287237622066 0.0016594439775480712 0.0012928942979805605 0.0015399416021235346 0.0019777445953273395 0.0018765551759808465 0.0013825599559858237 0.0016347128659131016
leaf_count=159 555 901 231 87 437 715 332 114 153 123 103
internal_value=0 -0.00113651 0.000174665 0.000398286 0.00155326 -0.000139324 0.000264974 0.000228673 0.00101723 -0.000516404 0.000364155
internal_weight=0 0.00249924 0.0150172 0.0135211 0.00429466 0.0092264 0.00263521 0.0079335 0.0038543 0.0040792 0.00269664
internal_count=3910 1060 2850 2295 1000 1295 563 580 267 313 190
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=21
num_cat=0
split_feature=1213 14 1374 457 133 13 132 47 16 16 16 0 0 2 1 3 2 0 3 16
split_gain=0.000551243 0.000339456 0.000290903 0.00034023 0.000278079 0.000292322 0.00035782 0.000252149 0.00024728 0.000188133 0.000465831 0.000197298 0.000264174 0.000329921 0.000227274 0.000185486 0.000147463 0.000145743 0.000161368 3.59296e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 0.090920000000000015 0.10681500000000001 -0.091229999999999992 0.079995000000000011 0.077735000000000012 -0.52908499999999992 -0.055679999999999993 -0.010344999999999998 -0.087899999999999992 -0.060094999999999989 0.087005000000000013 0.13148500000000005 -0.080884999999999985 0.1178 -0.08824499999999999 -0.00088499999999999983 -0.004514999999999999
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 7 8 15 -7 16 -11 -12 -13 14 -14 -4 17 18 -10 -17
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 12 13 -15 -16 19 -18 -19 -20 -21
leaf_value=-0.0011045746212609597 -0.0007442717540496771 -0.00077673482280708045 0.00021308454637895604 0.00090891409410891915 -0.00073373639656274165 -0.00080138694905011352 0.00078770093328340586 -0.00010879456108044194 -0.00062600871016871404 -0.0010908767335775422 0.00042830216485823587 -0.000845726067700282 0.00096243886054802599 -0.00049355313556554141 -8.707325873589489e-05 0.00115168786706923 0.00073202519179977265 0.00047841101128487233 0.00016054725327281801 0.0007474669989024213
leaf_weight=0.0010976651941383758 0.0010239486194711924 0.0012134732321894539 0.0013848017175147054 0.0012677075087954006 0.0010240154351747943 0.001066385776164463 0.0013184750155262317 0.0014831658851361465 0.0010297889205823918 0.0011585095516980937 0.0018621802831705579 0.0011238335124016639 0.001050940429615432 0.0016717833010781447 0.001002727111853563 0.0010994508157474228 0.0010937768196261155 0.0015065255953114684 0.001752619209167694 0.0010880198486233816
leaf_count=592 66 112 103 130 446 49 165 85 235 207 143 481 94 219 20 164 78 372 89 60
internal_value=0 3.70277e-05 7.81579e-05 0.000114796 6.84406e-05 0.000108137 1.5654e-06 0.000437786 -7.08206e-05 -1.20351e-05 -0.000167425 -8.02182e-06 -0.000175575 2.65851e-05 0.000450002 0.000664721 0.000215158 8.33447e-05 -0.000130563 0.000950634
internal_weight=0 0.0252221 0.0240087 0.0229847 0.021717 0.020693 0.0156375 0.00505544 0.0143191 0.0132527 0.00786997 0.00671146 0.00484928 0.00372545 0.00205367 0.00357227 0.00538271 0.00428893 0.00278241 0.00218747
internal_count=3910 3318 3206 3140 3010 2564 2152 412 1987 1938 1164 957 814 333 114 327 774 696 324 224
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=17
num_cat=0
split_feature=133 3 51 14 48 150 11 0 0 15 43 16 4 3 12 0
split_gain=0.000279425 0.000234486 0.000253519 0.000177426 0.000206142 0.000194327 0.000189708 0.000192884 0.000243028 0.000178519 0.000143677 0.000145721 0.000236772 0.000102994 0.000172951 0.000431338
threshold=0.10681500000000001 0.16699000000000003 0.13881000000000002 0.077685000000000018 -0.064549999999999982 0.11398500000000002 0.088315000000000018 -0.10575999999999998 -0.074249999999999997 -0.089594999999999994 -0.066289999999999988 -0.25582999999999995 0.0057500000000000008 -0.115685 -1.0000000180025095e-35 -0.053834999999999994
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 10 9 -9 -6 -12 -13 -10 -15 -16
right_child=-2 -3 -4 -5 5 -7 -8 8 13 -11 11 12 -14 14 15 -17
leaf_value=0.0006112739507482339 -0.00082719014714667722 0.00056474820744739564 -0.00076220647829918073 -0.00061165972624085594 0.00075941332455424081 -0.00063277468971605555 -0.0006160592900239613 1.5941706145269549e-05 0.00041338848273815695 -0.00082239095844356344 -0.00025083530566045315 -4.4906814876898374e-05 0.00081190066685588491 0.00039098568547070905 0.00045159765886062467 -0.0007752715290332957
leaf_weight=0.0015087260201496191 0.0010031590697767911 0.0018287353150150806 0.0010966599762542778 0.0010572271640624511 0.0013741280686474094 0.0011168235805575208 0.0010042126762996864 0.0011066434364326357 0.0019449858473232218 0.0014718623763173878 0.0013781361020117622 0.001688715415535628 0.0015276846469263611 0.0016300529996846058 0.0012451937625105325 0.0016663295617831541
leaf_count=172 545 183 125 105 120 65 113 364 115 1201 99 79 63 141 228 192
internal_value=0 2.33368e-05 -2.42243e-05 1.68145e-05 5.24156e-05 3.26518e-06 4.75567e-05 9.18844e-05 -5.30579e-05 -0.000462595 0.000312019 0.000178213 0.000362049 0.000109739 -2.03022e-05 -0.000250567
internal_weight=0 0.0226461 0.0208174 0.0197207 0.0186635 0.0171548 0.0160379 0.0150337 0.00906507 0.00257851 0.00596866 0.00459454 0.0032164 0.00648656 0.00454158 0.00291152
internal_count=3910 3365 3182 3057 2952 2780 2715 2602 2241 1565 361 241 142 676 561 420
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=15
num_cat=0
split_feature=13 132 1 2 2 0 0 4 42 47 52 1 49 1
split_gain=6.03339e-05 0.000176165 0.000139161 8.97284e-05 0.000239936 8.64427e-05 0.000116243 0.000115921 9.71681e-05 0.000126759 0.00014587 0.000158941 9.15753e-05 6.99028e-05
threshold=-0.090744999999999978 0.079995000000000011 0.11368000000000002 0.10393500000000001 0.092745000000000008 0.12346000000000001 1.0000000180025095e-35 -0.08422499999999998 -1.0000000180025095e-35 0.09252500000000001 -0.072349999999999984 0.088675000000000018 -0.080034999999999981 0.11327500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 6 7 -2 -9 10 12 -12 -10 -13
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 11 13 -14 -15
leaf_value=-0.0015394121041829207 -0.0026882080264261513 0.0023950817934468788 0.0029966621728617551 -0.001569579374078625 0.0033257615519987353 -0.0022625476949298053 0.0017337078081485038 -0.0019437089794442769 0.00057403086221533635 -0.001974230186927421 -0.0010844971099251105 0.0030084663248052639 -0.0023344425361220564 0.00071710940640306979
leaf_weight=0.001003342507356072 0.001112486379443482 0.0011489736652639136 0.001014322240325171 0.0011492247990715354 0.0010062760583998825 0.0012243668334963884 0.0012468420352671631 0.001442649438901729 0.001002198841748847 0.0012592278685204655 0.0010161420877249361 0.0017845255617515432 0.00115475095053536 0.0010470535286682568
leaf_count=284 418 306 187 96 68 123 168 572 85 227 643 310 302 121
internal_value=0 -0.000241101 0.000727951 -5.45426e-07 0.000896726 -0.000487549 -0.000291157 -0.000548278 -0.000274847 5.65979e-05 0.000482479 0.00130403 -0.000983058 0.00216117
internal_weight=0 0.0134392 0.00417317 0.00315884 0.00200962 0.0122902 0.0110659 0.00981903 0.00870655 0.0072639 0.00600467 0.00384772 0.00215695 0.00283158
internal_count=3910 3275 635 448 352 2969 2846 2678 2260 1688 1461 1074 387 431
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=19
num_cat=0
split_feature=14 38 124 147 484 48 3 0 124 15 13 1 4 16 52 42 3 42
split_gain=0.000234322 0.000144102 0.000315026 0.000191183 0.000336922 0.000240902 0.00020069 0.000231715 0.000196765 0.000197172 0.000229129 0.00016784 0.000259949 0.000183465 0.000166532 0.000179108 5.90976e-05 5.16245e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 -0.12008499999999998 -0.10575999999999998 0.10385500000000002 -0.053579999999999996 -0.083924999999999986 0.11198000000000001 0.097045000000000006 -0.087089999999999987 0.095040000000000027 0.081685000000000021 -0.069909999999999986 0.088345000000000021
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 14 11 9 17 -11 12 13 -8 15 -6 -12 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00067419921018174072 -0.00069382016197197462 -0.00054749181785858131 -0.00083867046215679007 0.00064769001030262033 0.00096291568846566117 -0.00072926753661401984 1.203659734539539e-05 -0.00021976515972565696 0.00038155196207011145 -0.00012199622816871456 -0.0011873647539458602 0.00065243555314046403 -0.00045350598172418441 0.00086440551184782872 -0.00011919495430867521 0.00010082608684188828 -0.00065204196852765544 0.00027470715460115497
leaf_weight=0.0018377834823005311 0.0011982696607287504 0.0010533537891597158 0.0012432495896132585 0.0010444425229690904 0.0014793309563643125 0.0010272004741325022 0.0016064484546637198 0.0010145064587842281 0.0010928717200283065 0.0015957910186283446 0.0010221232789169366 0.0014928346110616442 0.0016453701154030831 0.0010310508816887493 0.0011177127799006925 0.0010075062341914354 0.0010293193466177162 0.0010884244096054305
leaf_count=271 126 84 551 130 158 86 49 361 34 374 914 85 106 61 40 56 202 222
internal_value=0 2.19261e-05 4.99855e-05 -8.7287e-06 -4.58003e-05 1.13422e-05 5.8235e-05 -3.55079e-05 -0.000231833 -0.000348412 -0.000570151 0.000197097 3.83848e-05 0.000345245 0.000386408 0.000613653 -0.000918764 3.61613e-05
internal_weight=0 0.0224293 0.021376 0.0195382 0.0184937 0.0172505 0.0162233 0.0126187 0.00684304 0.00575016 0.00364723 0.0057757 0.00428287 0.0026375 0.00360455 0.00248684 0.00205144 0.00210293
internal_count=3910 3784 3700 3429 3299 2748 2662 2408 2107 2073 1490 301 216 110 254 214 1116 583
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=15
num_cat=0
split_feature=14 13 132 2 0 0 0 0 42 0 52 51 151 3
split_gain=6.60182e-05 6.13079e-05 0.000145332 9.724e-05 7.81024e-05 7.80098e-05 0.000121708 0.000184526 9.29685e-05 0.000139057 0.00019331 0.000103272 7.0484e-05 7.12712e-05
threshold=0.05884000000000001 -0.090744999999999978 0.079995000000000011 0.097940000000000013 -0.029849999999999998 0.12346000000000001 -0.017269999999999997 -0.053834999999999994 0.090930000000000011 -0.083934999999999996 1.0000000180025095e-35 0.085845000000000019 -0.0080899999999999982 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 7 8 9 10 11 12 -3 -14
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00059436882801333201 -0.001899778369602306 -0.0016091109120895072 0.0024841787995169605 0.0030415642090552185 0.00025901095652601427 -0.0022306322417852743 0.0021251974917056971 -0.0034880410994006391 0.0017156540308776592 -0.003014788898879189 0.0025214180587149648 -0.0026756356421762046 -0.00064901502032152633 0.0022078310260390723
leaf_weight=0.0014854457794411533 0.0010136589034492318 0.0010926190071909288 0.0011064264880122415 0.0014083193670101427 0.0010029430834160857 0.0012183989868384823 0.0011675720031624299 0.0010531143989346283 0.0013657944078341346 0.001048473276286023 0.001351584541280754 0.0012044426395585728 0.0010055678169634931 0.0010229919936768361
leaf_count=327 141 250 295 213 36 123 199 157 579 741 429 79 296 45
internal_value=0 0.000103699 -0.00015398 0.000939348 0.00188419 -0.000407127 -0.000191677 -0.000487493 -9.69681e-05 -0.00046506 5.82676e-06 -0.000780195 -4.87573e-05 0.000791677
internal_weight=0 0.0165337 0.012637 0.00389671 0.00241126 0.0115306 0.0103122 0.00914459 0.00809147 0.00672568 0.00567721 0.00432562 0.00312118 0.00202856
internal_count=3910 3769 3193 576 249 2898 2775 2576 2419 1840 1099 670 591 341
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=13
num_cat=0
split_feature=484 160 133 1 123 16 4 2 43 160 0 3
split_gain=6.17905e-05 7.0587e-05 0.000104001 0.000120313 0.000197372 0.000190854 0.000158253 0.000141492 0.000169233 0.000243053 0.000127358 0.00010515
threshold=-0.0043499999999999988 -0.098319999999999991 -0.0023199999999999996 0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.25367000000000006 0.10113500000000002 -0.079109999999999986 0.086110000000000006 0.076335000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 11 -9 -10
right_child=1 2 3 -5 -6 6 -8 10 9 -11 -12 -13
leaf_value=-0.0015513952003014496 -0.0014900650057210016 -0.0014184232412765387 -0.0024599863075174151 0.0027143075112500198 0.002999444464586215 -0.0013461270734059286 0.0026280744765479567 -0.0027640284770854909 0.0041151501802080288 -0.0015560352749552707 0.00031487122636506237 0.001379540640163567
leaf_weight=0.0012003292196817927 0.0012689512935307552 0.0016661597738993868 0.0014111240614733686 0.001067257444375959 0.0011694800106451598 0.0016020294034036243 0.0012697217286345196 0.001470572349308058 0.0010942998290265392 0.0010525981888278579 0.0012168626720834297 0.0019152087251560401
leaf_count=612 497 898 100 150 205 468 90 250 337 48 88 167
internal_value=0 0.000104012 0.00023945 0.000447623 0.000249365 -4.21549e-05 0.000312461 -3.9591e-05 0.0005916 0.00135581 -0.00136991 0.00237425
internal_weight=0 0.0162043 0.0149353 0.0132692 0.0122019 0.0110324 0.00962129 0.00835157 0.00566414 0.00406211 0.00268744 0.00300951
internal_count=3910 3298 2801 1903 1753 1548 1448 1358 1020 552 338 504
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=14
num_cat=0
split_feature=52 376 150 3 151 151 159 4 43 13 4 4 3
split_gain=6.04453e-05 9.73399e-05 8.3228e-05 0.000163054 0.00016256 0.000132815 0.000132526 0.00017883 0.000131845 0.000139907 5.72136e-05 7.74973e-05 5.79269e-06
threshold=-0.27466499999999994 0.087355000000000016 0.077110000000000012 0.096385000000000012 -0.077449999999999977 -0.029339999999999995 -0.034019999999999988 0.41315500000000005 -0.07526999999999999 0.17936000000000002 -0.0021099999999999995 -0.23071499999999998 0.0039000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 8 9 -8 11 -10 -12
right_child=1 -3 3 -5 -6 6 7 -9 10 -11 12 -13 -14
leaf_value=-0.0016448879312227647 -0.0029441526897326662 0.0025066770323820846 0.0017602936386323675 0.0037843122975986855 -0.0020114634107429043 -0.0028422571803000942 0.0024064891032138545 0.0033094816197437658 -0.001852284051977649 -0.0013019389317688377 -0.0025179386769919815 0.00098242891197775615 -0.0016499917611820212
leaf_weight=0.0013621732329364136 0.0011998317609160898 0.0010524252516950225 0.0016157383735518338 0.0010008718357074065 0.0013902822049529492 0.001023082433109738 0.0019302113015840861 0.0010825796782016738 0.0011254776830691452 0.0010152166876504359 0.0010110789602982614 0.0014346771523293424 0.0010004332373314828
leaf_count=425 253 91 242 96 147 464 497 217 91 119 255 951 62
internal_value=0 0.000130167 -3.84899e-05 0.000957172 1.58589e-05 -0.000407118 -9.07828e-05 0.000236553 -0.000205996 0.00112829 -0.00106565 -0.000263748 -0.00208626
internal_weight=0 0.0158819 0.0148295 0.00400689 0.00300602 0.0108226 0.00962276 0.00859967 0.0075171 0.00294543 0.00457167 0.00256015 0.00201151
internal_count=3910 3485 3394 485 389 2909 2656 2192 1975 616 1359 1042 317
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=12
num_cat=0
split_feature=3 11 12 3 3 43 43 52 16 16 15
split_gain=5.29536e-05 9.66493e-05 8.3138e-05 0.000165839 0.000177752 6.68843e-05 0.000167048 7.66348e-05 0.000105772 0.00013654 0.000180972
threshold=-0.22254999999999997 0.081130000000000022 0.11655500000000001 -0.100615 -0.078669999999999976 -0.049504999999999987 -0.080894999999999981 0.13266500000000003 0.050115000000000007 -0.057604999999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 -7
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12
leaf_value=0.0015129094534148881 0.0023256553567040173 -0.002514500101512255 -0.0019807101079882569 -0.0029716910993555037 -0.00033542122608369769 -0.0028188457343089092 0.0035018197573911791 0.0017018747399924477 -0.0026118268730816806 0.0020763996636469261 0.00074626563992266398
leaf_weight=0.0013261125479440685 0.0019745954521585415 0.0010059250030436942 0.0011937586786481416 0.001259697864211754 0.0018003015779016005 0.0016239578479235826 0.0011808696275908536 0.0011052036293584533 0.0012637162413532688 0.0013808971765813536 0.0019938354075189077
leaf_count=163 267 130 162 1609 246 218 351 126 200 148 290
internal_value=0 -0.000136599 2.52752e-05 0.000201573 -0.000159732 0.000182551 0.00118455 -0.000222888 -0.000562574 -4.45039e-05 -0.000854044
internal_weight=0 0.0157828 0.0147768 0.0135831 0.0116085 0.0103488 0.00298117 0.00736761 0.00626241 0.00499869 0.00361779
internal_count=3910 3747 3617 3455 3188 1579 597 982 856 656 508
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=20
num_cat=0
split_feature=1213 1374 1456 38 160 124 457 124 133 42 475 457 48 11 43 1 16 15 12
split_gain=0.000361467 0.000364656 0.000315926 0.000332236 0.000215757 0.000244002 0.000234261 0.00022171 0.000285941 0.00022481 0.000204121 0.000237327 0.000280857 0.000224252 0.000156976 0.000162329 0.000231146 0.000196142 0.000121063
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.083695000000000006 -0.217635 -0.048219999999999992 0.088055000000000008 0.10385500000000002 0.093130000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 -1.0000000180025095e-35 0.077330000000000024 -0.074254999999999988 0.076710000000000014 -0.09601999999999998 -0.095799999999999982 0.094045000000000004
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 -7 -11 -12 -13 14 18 -16 -17 -18 -14
right_child=1 2 3 -5 5 6 -8 -9 -10 10 11 12 13 -15 15 16 17 -19 -20
leaf_value=-0.0010568917945710961 -0.0010202319963443858 -0.0008534314737347091 -0.00056494359637471062 -0.00076309961464120701 0.00082259509123154453 -0.00059868592399730484 0.00098174262740575763 0.00090411212583560484 -0.00082513802247109042 -0.00043906582452507423 -0.00053414843969921055 -0.0004501349642348121 0.001175858158008574 -0.00033469860182926928 -0.0001003164077156849 0.0010825555438899359 -0.0003759153973269032 0.00067307121426102995 0.00042262281933025853
leaf_weight=0.0010168172766072117 0.0010101594388183246 0.0011122129599817022 0.0011839283370514873 0.0012747226609784992 0.0018880403942281325 0.0012727029868506651 0.0010084936478295661 0.001015488733650211 0.0011002013085950066 0.0014774190847634027 0.0010738509896438134 0.0012463207132675782 0.0017333135936485611 0.001029838924841541 0.0016347389109059446 0.0016063482744032619 0.0010196855246806776 0.0012530674509503344 0.0011001364564293681
leaf_count=592 68 332 338 86 252 454 119 42 449 336 109 49 155 106 130 73 40 128 52
internal_value=0 2.41378e-05 6.99457e-05 0.000116801 0.000171134 0.000215917 0.000150731 0.000100132 4.76205e-05 0.000114083 0.000182938 0.000261499 0.000341926 0.000447199 0.000543665 0.000369082 0.000566897 0.000202436 0.000883401
internal_weight=0 0.0240407 0.0230305 0.0219183 0.0206436 0.0194596 0.0175716 0.0165631 0.0155476 0.0144474 0.0131747 0.0116973 0.0106234 0.00937713 0.00834729 0.00551384 0.0038791 0.00227275 0.00283345
internal_count=3910 3318 3250 2918 2832 2494 2242 2123 2081 1632 1178 842 733 684 578 371 241 168 207
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=12
num_cat=0
split_feature=52 1 2 4 52 150 4 0 4 3 0
split_gain=5.4837e-05 9.61296e-05 8.84336e-05 0.00021291 0.000130599 0.000123527 0.000131642 0.000157343 0.000176043 0.000117745 0.000101709
threshold=-0.24456499999999998 0.13662500000000002 0.10910500000000002 0.053925000000000008 0.10599500000000002 0.086420000000000011 0.15045000000000003 -0.13027499999999997 -0.026614999999999996 0.11476000000000001 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 10 -5 -9
right_child=1 -3 3 9 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0013669555257199652 0.0019717614135369927 0.0022956995140919955 0.0029380396343261753 0.00098284244254726581 -0.0027374959454617973 -0.0018864240176790863 0.0022025665880690787 0.0014454837579787696 -0.0030264381231843961 -0.0024709487936048118 -0.0015543047915802769
leaf_weight=0.0015687721837113174 0.0014267671824008139 0.0011035895680289653 0.0017323877431858524 0.0012538790700468011 0.0012335646975602669 0.0017986767790162672 0.0016976292517514972 0.0015947517214894629 0.0015239653857857553 0.0010558931658977144 0.0011154167244646906
leaf_count=449 159 210 225 211 530 238 132 1049 592 67 48
internal_value=0 0.000127981 -3.77695e-05 0.000918601 -0.000409811 -9.62496e-05 0.00034133 -0.00021683 -0.000954315 -0.000596029 0.000210869
internal_weight=0 0.0155365 0.0144329 0.00404216 0.0103908 0.00915721 0.00735853 0.0056609 0.00423413 0.00230977 0.00271017
internal_count=3910 3461 3251 503 2748 2218 1980 1848 1689 278 1097
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=14
num_cat=0
split_feature=484 457 15 13 1 49 2 15 12 133 43 16 16
split_gain=5.50447e-05 6.74397e-05 8.98976e-05 0.000150611 0.000133589 0.000143586 0.000147812 8.50497e-05 0.000159169 0.000142367 0.000109097 8.9648e-05 0.000188576
threshold=-0.0043499999999999988 -0.0034949999999999994 0.05377500000000001 -0.083924999999999986 0.13662500000000002 -0.047309999999999998 0.090545000000000014 -0.11739999999999999 0.085775000000000004 0.0068000000000000014 -0.08799499999999999 -0.057604999999999996 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -7 10 -9 -12 -13
right_child=1 2 3 -5 -6 7 -8 9 -10 -11 11 12 -14
leaf_value=-0.0016621766166326417 -0.0018624843175267863 0.00026523278981495293 0.0011786797523917767 -0.0028347231519779744 0.0031253700433244358 0.00016576334819965905 0.0042858659387420284 0.0032381488444078541 -0.00386574875443625 -0.0019114675606216609 -0.0014518382427119567 0.0028222258012400047 -0.0015216686713370754
leaf_weight=0.001177682359362049 0.0010147898719423251 0.001324269816237845 0.0010131783528761831 0.0013997216985234375 0.001127290677725404 0.0015772206398892378 0.0010154762849934121 0.001026394689333715 0.0010096088574855092 0.0014195060677236956 0.0012160872265770365 0.0016297568202943394 0.0010221680374380149
leaf_count=612 197 159 309 972 183 221 142 92 131 341 136 185 230
internal_value=0 0.000114615 0.000250356 -0.00114949 0.000523461 0.000262519 0.00201023 -0.000196904 -0.00140769 0.000299158 0.000940297 0.000330552 0.0011479
internal_weight=0 0.0157955 0.0147807 0.0024129 0.0123678 0.0112405 0.00233975 0.00890074 0.00258683 0.00631391 0.00489441 0.00386801 0.00265192
internal_count=3910 3298 3101 1281 1820 1637 301 1336 352 984 643 551 415
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=19
num_cat=0
split_feature=14 52 1 4 475 0 16 0 39 2 0 2 3 4 12 151 0 12
split_gain=0.000213403 0.000151824 0.000154856 0.000259234 0.000217854 0.000220172 0.000288472 0.000196784 0.000217067 0.000195388 0.000183877 0.000273705 0.000230813 0.000181542 0.0001686 0.000130413 9.63129e-05 4.87604e-05
threshold=0.077685000000000018 -0.40083499999999994 1.0000000180025095e-35 -0.084009999999999987 -0.050754999999999995 -0.017269999999999997 -0.055679999999999993 -0.099864999999999995 0.005105000000000001 0.106285 -0.15713499999999997 0.114165 0.11818000000000002 -0.37626499999999991 0.085185000000000025 -0.0088999999999999982 -0.10575999999999998 0.092365000000000017
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 9 -4 6 10 -8 -9 13 12 16 15 -3 -5 -6 -12 -16
right_child=-2 2 4 14 5 -7 7 8 -10 -11 11 -13 -14 -15 17 -17 -18 -19
leaf_value=-0.00047024853534378036 -0.00063712912663881267 -0.00040927632708682012 0.00073321530176235106 -0.00087662604060229337 -0.00012337399352229891 0.00059081067648362952 8.4317992620480521e-05 -0.0010760310110677046 -0.00015567023858250868 0.00068044663471528589 0.0004063750019948838 0.0010444376880978244 -0.00058949548408594352 0.00039593599264508937 5.1463565866671214e-05 0.00053075018695783861 -0.00012136591857379255 -0.00040258295089137997
leaf_weight=0.0012242436721599899 0.0010720530713188006 0.0014362881216216372 0.0012143666601082412 0.0011407116353328965 0.001356172125150934 0.0016204255447502614 0.0015220297098849089 0.0010481217830890788 0.0011306696800816307 0.0010288428996698684 0.0016433374945069592 0.0010230231567121746 0.0011759681190564031 0.0010137920177474254 0.0010053975414330823 0.0012370023307557024 0.0013264777295410373 0.0010026841906658375
leaf_count=389 126 49 203 355 62 184 102 262 56 26 91 139 68 324 564 72 377 461
internal_value=0 2.8425e-05 5.76001e-05 -0.000126479 0.000142931 8.81416e-05 1.70824e-05 -0.000317629 -0.000598416 0.000147641 0.000176669 0.000394533 -5.41251e-05 -7.60963e-05 -0.000429339 0.000188658 0.000170658 -0.000175253
internal_weight=0 0.0221496 0.0209253 0.00662772 0.0142976 0.0130832 0.0114628 0.00370082 0.00217879 0.00347892 0.00776198 0.00399284 0.00376914 0.00245008 0.00314879 0.00259317 0.00296982 0.00200808
internal_count=3910 3784 3395 1779 1616 1413 1229 420 318 399 809 607 202 373 1380 134 468 1025
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=13
num_cat=0
split_feature=16 16 0 0 42 1 11 48 16 1 0 0
split_gain=5.65065e-05 0.00014315 9.32999e-05 0.000133337 0.000167451 0.000178375 8.75384e-05 0.000107006 0.000127706 0.00012412 0.000100265 7.25757e-05
threshold=-0.055679999999999993 -0.010344999999999998 0.059810000000000009 -0.11077499999999998 0.085195000000000007 0.10264000000000002 0.076160000000000019 0.10911000000000001 -0.41862999999999995 0.094385000000000011 -0.087104999999999988 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 7 8 -1 10 -10 -11
right_child=1 2 -4 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.0023968865246818357 -0.0035368400920763477 0.0019873114810204156 0.0017540491517265445 -0.0054835343316516297 0.00078147485883178498 -0.00047763522495458845 0.0030590486932549304 0.0027505229226831257 -0.0024549716259756409 0.0004474793470459956 0.0013560944710957032 0.0039406963893876606
leaf_weight=0.001799276643120123 0.0011881866098771843 0.0012491384143999973 0.0018313074270154411 0.001248778436189214 0.0016837331415209544 0.00120878063594268 0.0010331857293568447 0.0011732481866950544 0.0014403185954006384 0.001013777389872364 0.001015788105499653 0.0010394001357296881
leaf_count=333 404 123 186 469 541 123 119 102 441 81 803 185
internal_value=0 -0.000549003 -5.74169e-05 -0.000672832 -0.00147521 -0.00302132 0.0005245 0.000174497 -0.000304585 0.000530277 -0.000878804 0.00221588
internal_weight=0 0.00840992 0.00722174 0.00539043 0.00414129 0.00245756 0.00851499 0.00748181 0.00630856 0.00450928 0.00245611 0.00205318
internal_count=3910 1846 1442 1256 1133 592 2064 1945 1843 1510 1244 266
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=14
num_cat=0
split_feature=150 151 4 2 3 52 15 43 3 15 4 151 3
split_gain=6.04944e-05 0.000124287 0.000145624 0.000117296 8.2322e-05 8.05719e-05 0.000128772 0.000163989 0.000140664 0.00010872 0.000143087 7.992e-05 6.67769e-05
threshold=0.077110000000000012 -0.030624999999999996 0.40359500000000004 0.090695000000000012 -0.082139999999999977 0.11401500000000002 -0.017214999999999998 -0.078644999999999979 -0.12817999999999996 0.05377500000000001 -0.15796999999999997 -0.051109999999999996 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 7 -3 -8 10 -10 -5 -9
right_child=3 2 -4 11 -6 -7 8 12 9 -11 -12 -13 -14
leaf_value=-0.0028614210343353326 0.0011569322494328024 -0.0041458400951119162 0.0022849532165653995 0.0038935079253406705 -0.0021352916288228472 -0.002219319451442906 -0.0016144395126111192 0.0014037272419109605 0.00081266203806939022 -0.00013897133363462266 0.0049476849897986258 0.00066146739260952768 -0.0015538670941352938
leaf_weight=0.0011625594641619776 0.0010054378057116758 0.00102010430794801 0.0015910521837579706 0.0010160214798223058 0.0010632412737864852 0.0014237130910380634 0.0013623492252582978 0.0010162938810184272 0.0013067858908734735 0.0016863814056225224 0.001009009889278518 0.0010674271856871004 0.0010623455931804129
leaf_count=314 129 357 289 157 136 496 198 320 104 1090 98 101 121
internal_value=0 -0.000291414 -3.11098e-05 0.000856151 -0.000535176 -0.00040382 -9.84117e-05 -0.00143714 0.000674887 0.00145418 0.00261432 0.00223761 -0.000107832
internal_weight=0 0.0126406 0.011478 0.00415213 0.00206868 0.00988698 0.00846327 0.00309874 0.00536453 0.00400218 0.0023158 0.00208345 0.00207864
internal_count=3910 3387 3073 523 265 2784 2288 798 1490 1292 202 258 441
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=14
num_cat=0
split_feature=484 15 159 3 49 1 4 12 13 47 2 3 2
split_gain=5.15207e-05 6.07967e-05 0.000135771 0.000118352 0.000100496 8.72053e-05 0.000122387 8.58169e-05 0.000189485 6.28287e-05 0.00014768 0.000248862 5.53952e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.073745000000000019 -0.13927999999999999 -0.006494999999999999 0.085990000000000011 -0.00072999999999999985 0.051320000000000005 -0.11267999999999999 0.11069000000000002 0.089910000000000004 0.11818000000000002 0.098535000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -5 -7 12 -9 10 -8 -12 -6
right_child=1 2 -4 5 7 6 9 8 -10 -11 11 -13 -14
leaf_value=-0.0017234103344376665 0.0031362646374735815 -0.0026820861081809691 0.00211470176960637 -0.0019785439396047353 0.0023363629657507583 0.002827491785455986 -0.002876398491209822 0.0010618169604276746 -0.0037629074544618304 0.0017037800182745971 0.0034480616183362447 -0.0022169789368236092 -0.00040045374068062924
leaf_weight=0.0011520264117325331 0.0011388049029233127 0.0017063612804563552 0.0012303438489269618 0.0010870499319867747 0.0010381283364993971 0.0013620162028135652 0.0012768662445792624 0.0011308788747672596 0.0011748367616071067 0.0011034757344190603 0.0011403175195677248 0.0010584139051542096 0.0010561264696323791
leaf_count=612 123 206 211 577 69 212 183 56 1278 89 140 99 55
internal_value=0 0.000120766 -0.000435115 0.000620136 -0.000948869 0.000212435 0.000613321 -0.000276707 -0.00139654 -4.52695e-05 -0.000600579 0.000721054 0.000956194
internal_weight=0 0.0155036 0.00733668 0.00816694 0.00610633 0.00702814 0.00594109 0.00439997 0.00230572 0.00457907 0.0034756 0.00219873 0.00209425
internal_count=3910 3298 1875 1423 1664 1300 723 1458 1334 511 422 239 124
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=12
num_cat=0
split_feature=16 16 0 1 2 12 0 151 157 2 43
split_gain=5.21585e-05 0.000117065 8.5653e-05 0.000179863 9.9586e-05 8.73768e-05 8.34138e-05 8.61723e-05 8.8512e-05 0.000135449 0.000103861
threshold=-0.055679999999999993 -0.0099649999999999982 -0.15713499999999997 0.11368000000000002 0.113945 0.085945000000000008 0.16242500000000001 -0.0053999999999999994 -0.072409999999999988 0.10066500000000002 -0.079804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 -4 7 -3 -9 10 -10
right_child=1 6 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00039869019914101319 -0.0021167203199688161 0.0011694844831512832 0.00082987719904267147 0.0022735705787344236 -0.0019018683820511257 -0.001051004543510423 0.0014704112037187088 0.00085297562050330039 -0.0017254772916018709 -0.0029705069372643932 0.0006297256166563907
leaf_weight=0.0017061376885265109 0.0011560534214464565 0.0011172022421711298 0.0019785305204493768 0.0018835343104626266 0.0011287795414475377 0.0016233401472929444 0.0010949067767058729 0.0010584842890242752 0.0012147640783097199 0.0010303783845284596 0.0015241937042142287
leaf_count=131 418 318 418 289 107 1119 46 251 208 307 298
internal_value=0 -0.000344637 0.000330706 0.000768977 -0.000517324 -1.78242e-05 -5.36362e-05 -0.000334323 -0.000682318 -0.00111345 -0.000414838
internal_weight=0 0.00819598 0.00832032 0.0054854 0.00283492 0.00360187 0.00703993 0.00594502 0.00482782 0.00376934 0.00273896
internal_count=3910 1846 2064 1826 238 1537 1428 1382 1064 813 506
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=19
num_cat=0
split_feature=133 133 14 42 51 159 50 15 43 3 12 47 4 1 48 151 2 0
split_gain=0.000330947 0.000269436 0.000212631 0.000218832 0.000299101 0.000288413 0.000298445 0.000187375 0.000166823 0.000306645 0.000281436 0.00019589 0.000312223 0.00032112 0.000279466 0.00015116 0.000136797 0.000128817
threshold=0.10681500000000001 0.092550000000000007 0.077685000000000018 -1.0000000180025095e-35 -0.054259999999999996 0.10519500000000001 0.10625000000000001 -0.24219999999999997 -0.019509999999999996 -0.075954999999999981 0.085775000000000004 0.09252500000000001 -0.23071499999999998 0.076710000000000014 0.084500000000000006 -0.0074049999999999993 -1.0000000180025095e-35 -0.070894999999999986
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 9 10 -9 12 -10 -14 16 -16 -15 -12
right_child=-2 -3 -4 5 -6 -7 -8 8 11 -11 17 -13 13 14 15 -17 -18 -19
leaf_value=0.00016188568895728528 -0.00085122527885205434 0.00072175552499918641 -0.00065762775794604884 0.00079713450389634253 -0.00080451372709850638 -0.00069444863253116413 -0.00061920474483783772 0.00062426490592537576 -0.00067144693557704359 0.00082811502330632273 -0.00060098978928657481 -0.00051486799999411748 -0.00047138449903087547 0.00028049432292624168 0.00036784935618925204 -0.00033678562668138087 0.00094307595662222981 0.00011999200267408816
leaf_weight=0.0013464655150305926 0.0010489342867594223 0.0011898611020987248 0.0011350923680686622 0.0010476707871864476 0.0016223768511698508 0.0010490900092310238 0.001158423181121567 0.0013763636691443565 0.0010455024340405511 0.0019451055988773365 0.0011494970390770465 0.0013843300793174316 0.0012805629313892347 0.0011671244998403491 0.0014251189181431201 0.0013736739898995154 0.0018517182780932928 0.0011281111001726352
leaf_count=126 545 164 110 132 711 221 233 219 143 234 228 96 315 56 50 61 192 74
internal_value=0 1.8828e-05 -1.83675e-05 1.56175e-05 -0.000366221 7.72865e-05 0.000123996 0.000177223 0.000134289 0.000341934 8.3127e-05 1.22684e-05 0.000101875 0.000215779 0.000367035 2.20079e-05 0.000686913 -0.000243884
internal_weight=0 0.0236761 0.0224862 0.0213511 0.00296884 0.0183823 0.0173332 0.0161748 0.0151271 0.00559908 0.00365397 0.00952803 0.0081437 0.0070982 0.00581764 0.00279879 0.00301884 0.00227761
internal_count=3910 3365 3201 3091 837 2254 2033 1800 1668 755 521 913 817 674 359 111 248 302
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=17
num_cat=0
split_feature=133 50 158 156 42 3 16 0 43 4 0 42 47 48 150 1
split_gain=0.000171877 0.000170053 0.000192614 0.000220097 0.00022853 0.00021516 0.000148612 0.000144391 0.000314232 0.000105921 0.0002114 0.000227603 0.000182151 0.00019255 0.000195574 0.000179128
threshold=0.10599500000000002 0.10625000000000001 0.085745000000000002 0.091280000000000014 -1.0000000180025095e-35 -0.0038649999999999999 0.0015250000000000001 0.12500000000000003 -0.074254999999999988 0.0057500000000000008 -0.15713499999999997 0.078965000000000021 0.09252500000000001 0.092150000000000024 0.11456000000000001 0.094385000000000011
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 9 8 -8 10 -6 -12 13 14 15 -11
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 12 11 -13 -14 -15 -16 -17
leaf_value=-0.00061417092728554916 -0.00058716783882558233 -0.00056485057583113157 -0.00053486467859990307 -0.00055141630981451529 -0.00062562890806230778 0.00028876914883481559 0.0007236052908696593 0.0009189012727117196 -0.0002791212893823993 0.0004097047256216899 0.0005544416818031591 -0.00033947890481587521 -0.00022040206337772621 -0.00013760639546841973 2.9156395748339806e-05 0.001230461459525393
leaf_weight=0.0016697222748043462 0.0011545230599662925 0.0011039239621045962 0.0012256647526199599 0.0011687142623486571 0.0011902216991295208 0.0010138285169459796 0.0017015170935873458 0.0011896679098146734 0.0013317077970446392 0.0013313272899668771 0.0015204647063360773 0.0012328780078871907 0.0015601455467887252 0.001253641562569463 0.0011316526872787308 0.001216296515806372
leaf_count=671 557 338 357 302 68 38 219 36 176 79 174 544 94 49 78 130
internal_value=0 2.56666e-05 5.86945e-05 9.79941e-05 0.000141756 -0.000273046 0.00021769 0.00046241 0.000283368 0.00011867 -8.11865e-05 0.000154166 0.000240054 0.000385683 0.000563984 0.000801554
internal_weight=0 0.0208414 0.0197375 0.0185118 0.0173431 0.00268355 0.0146595 0.00422289 0.00303322 0.0104366 0.00394356 0.00275334 0.00649306 0.00493292 0.00367928 0.00254762
internal_count=3910 3353 3015 2658 2356 709 1647 431 395 1216 786 718 430 336 287 209
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=19
num_cat=0
split_feature=1456 43 43 42 0 39 3 48 50 133 49 457 4 1 3 0 3 43
split_gain=0.000225821 0.000199223 0.000322126 0.00023027 0.000309318 0.00020403 0.000253076 0.000220705 0.000343463 0.000199194 0.000196336 0.000202984 0.000235124 0.000408282 0.000189273 0.000168048 0.000177526 3.63143e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 0.14198000000000002 -1.0000000180025095e-35 -0.017269999999999997 0.085060000000000011 0.15165000000000003 0.11930500000000001 0.078570000000000015 0.084760000000000016 0.051590000000000004 -0.0015249999999999997 0.05309500000000001 0.09112000000000002 -0.075954999999999981 -0.014809999999999999 0.086245000000000016 -0.24333999999999997
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 17 6 7 8 9 10 11 -5 13 15 -14 16 -13 -2
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=-0.00075690512411715892 -0.00098785592462748237 -0.00067636099142669907 0.00096565835614243574 -0.00057401267822296785 0.00033452025609203033 0.00060998212487370243 0.00081245416801303046 -0.00071720796925988002 -0.00088014557929563711 -0.00052607466284567762 0.00071994384294674779 0.00014456657263929714 0.00010831394959152011 -0.00078400380785968043 0.00087770486221573618 -0.00026100703111745573 0.00099467394247683438 -0.00054894074246901469
leaf_weight=0.0010316624878612011 0.0010241179920451038 0.0010336356885550539 0.0010101767840214665 0.0011103635312327319 0.0010271798204848854 0.0018121048929844062 0.0010399146870573575 0.0011438282622673332 0.0010289502608827198 0.0012213262350427032 0.0015218450265174219 0.0018792271835464665 0.0016609986055695636 0.0014601430496014034 0.0017863575678465082 0.001328155719059428 0.0010202651518227412 0.0010057557592155122
leaf_count=369 131 234 54 68 51 315 148 77 373 487 91 354 91 234 82 64 27 660
internal_value=0 2.76502e-05 6.06062e-05 1.72156e-05 -0.000399132 8.78736e-05 2.94764e-05 -2.42275e-05 3.23192e-05 0.000104604 0.000170061 8.83831e-05 0.000168896 -3.60265e-05 0.000506998 0.00022231 0.0004437 -0.000770384
internal_weight=0 0.0231143 0.0220807 0.0210705 0.00305705 0.0180135 0.0162014 0.0151615 0.0140176 0.0129887 0.0117674 0.0102455 0.00913515 0.00568779 0.00344736 0.00422765 0.00289949 0.00202987
internal_count=3910 3541 3307 3253 842 2411 2096 1948 1871 1498 1011 920 852 679 173 445 381 791
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=19
num_cat=0
split_feature=14 38 124 147 484 48 40 42 4 2 49 160 16 2 3 0 12 43
split_gain=0.000252648 0.000193648 0.000272737 0.000243291 0.000353203 0.000216293 0.000221319 0.000182489 0.000482343 0.000239399 0.000421824 0.000190348 0.00024399 0.000202534 0.000307544 0.000154391 0.000311953 6.41301e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 -0.062739999999999976 0.091955000000000023 0.08734500000000002 0.11542500000000001 -0.085974999999999982 0.031805000000000007 -0.094359999999999986 0.10679500000000001 0.086245000000000016 -0.070894999999999986 0.084100000000000022 -0.078644999999999979
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 -6 9 -9 10 -8 13 -13 14 15 16 -12 -17
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 11 12 -14 -15 -16 17 -18 -19
leaf_value=0.00060308892997242589 -0.00068334315723674423 -0.00057011213357086672 -0.00079937479431200272 0.0006738520525158549 -0.00052973865026469938 -0.00062121546473820164 -0.00073388624409478898 -0.00083017779723676465 0.00047245106893677912 0.00084661670552957727 0.0001853046862898417 0.00010963608476774486 0.0009991789511356959 -0.00049260414179553647 0.00071753205968652656 2.6356600313332996e-05 -0.00083958442294253385 0.000523205873324552
leaf_weight=0.0017875318115000384 0.0011137007733133244 0.001093715343440659 0.001189179305986574 0.0010999676226687285 0.0012326719297603107 0.0010429096393490952 0.0011020659327718703 0.0013574322089683908 0.0010860965559072559 0.0010597485453556774 0.0015307984702689452 0.0013111933767853134 0.001306713346729188 0.0010599580364893321 0.0017460964391233791 0.001051676433280635 0.0010716520024774551 0.0011591495042153725
leaf_count=271 126 84 551 130 114 86 107 446 69 173 150 65 95 123 103 56 1069 92
internal_value=0 2.7688e-05 5.85363e-05 8.37965e-06 -3.16042e-05 2.17319e-05 6.34443e-05 0.000112708 -0.000251187 0.000184422 0.000122535 0.000214731 0.000553646 9.82835e-05 0.000193768 3.76339e-06 -0.00023673 0.000286858
internal_weight=0 0.0222886 0.0211948 0.0194073 0.0183073 0.0171182 0.0160753 0.0148426 0.00244353 0.0123991 0.0113393 0.0102372 0.00261791 0.00761933 0.00655937 0.00481328 0.00260245 0.00221083
internal_count=3910 3784 3700 3429 3299 2748 2662 2548 515 2033 1860 1753 160 1593 1470 1367 1219 148
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=20
num_cat=0
split_feature=43 40 42 1456 123 133 13 156 1 16 1 151 2 2 4 0 15 1 4
split_gain=0.000243553 0.000274569 0.000288155 0.00025146 0.000206929 0.000273563 0.00016654 0.00016919 0.000170608 0.000213764 0.000230695 0.00053186 0.000199418 0.000281274 0.000144137 0.000138292 0.000136925 0.000103759 3.05335e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 -1.0000000180025095e-35 0.08406000000000001 0.088850000000000026 -0.10241499999999999 0.091280000000000014 0.13271500000000003 0.0015250000000000001 0.094695000000000015 -0.0008699999999999999 0.096750000000000017 0.089910000000000004 -0.065054999999999988 -0.11756999999999999 -0.13578499999999996 0.081005000000000008 -0.0040999999999999986
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 6 14 8 9 10 12 -12 13 18 -5 -13 -16 -11 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10 17 11 15 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00077844659209861462 -0.0007874163596696197 -0.00072784744586775775 -0.00075187555699610315 -6.3159458199699506e-05 0.00070761046657552118 -0.00073391324331644305 -0.00024675808193037652 -0.00063506185742385601 -0.00053363981144171572 0.00073086898961091261 -0.0006632887207103814 0.0002518335472133446 -0.00090504282151910903 0.00056966697273958629 0.00025512821152170334 0.00095453899284633325 0.001073807117867497 0.00011976267242048455 -0.00064109694002228686
leaf_weight=0.0011696951005157842 0.001010952980171744 0.0013982466617764163 0.001016827686432002 0.001113275029123853 0.0012285310193924049 0.0011493917576656963 0.0010282625122243986 0.0010086685452417579 0.0011729661034845873 0.0017566545319597513 0.0011762056375506091 0.0013875095149060712 0.0010249703645144326 0.0010950830632179762 0.0010908516860879958 0.001516697539298284 0.0010254911229476494 0.0012168110225259099 0.001004164743483615
leaf_count=164 240 209 339 71 187 673 675 203 46 143 81 51 99 133 87 87 94 173 155
internal_value=0 1.95767e-05 -2.18815e-05 2.74437e-05 6.91605e-05 2.50138e-05 7.75065e-05 -1.58347e-06 5.00324e-05 0.000111125 -2.23863e-05 0.000249241 -0.000289299 -8.75029e-05 0.000405365 0.000618816 0.000651826 0.00048079 -0.00044159
internal_weight=0 0.0225803 0.0214106 0.0200124 0.0189955 0.017767 0.0166176 0.013388 0.0123793 0.0112064 0.00823289 0.00408041 0.00415248 0.00312751 0.00322962 0.00290421 0.00211634 0.00297347 0.00203243
internal_count=3910 3670 3506 3297 2958 2771 2098 1846 1643 1597 1281 219 1062 963 252 138 181 316 830
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=19
num_cat=0
split_feature=14 133 13 2 16 50 159 3 48 48 150 16 13 47 4 12 16 52
split_gain=0.000174083 0.000166149 0.000208299 0.000212675 0.000217848 0.000144229 0.000203219 0.000205777 0.000235929 0.000194855 0.000221004 0.000130185 0.000112736 0.000229222 0.000288649 0.000239671 0.00023508 0.00015879
threshold=0.077685000000000018 0.10599500000000002 -0.091229999999999992 0.10045500000000002 -0.10486499999999999 0.10625000000000001 -0.026594999999999997 0.12046500000000002 0.099240000000000009 -0.064549999999999982 0.090480000000000019 -0.15168999999999996 0.24813000000000004 0.09252500000000001 0.05309500000000001 0.085325000000000012 -0.075409999999999991 -0.077699999999999977
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 11 -5 6 -4 8 9 -8 12 -1 13 14 15 16 -11 -18
right_child=-2 -3 5 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.00043618594297664806 -0.00065856511949795239 -0.00057034087835376008 0.00059157037570830488 0.00028673975606531294 0.0012849468294026897 -0.00061735039419445401 0.00056683230310772574 -0.00076063889223984299 0.0006417497828116786 0.00057844602810610602 -0.00076604061426230167 -0.00034948261863669848 0.00039225909004130032 -0.00078321448352634577 0.00067980446728090776 -0.00078407674906840852 0.00012210988685780602 -0.00073450339165322543
leaf_weight=0.0010387119232712766 0.0010427456336455634 0.0011849139055031465 0.0014786983402640926 0.0014067617260554444 0.0010118421428793045 0.0010419282349650996 0.0011589214682969909 0.0010119619989108495 0.0014068186477348517 0.00134585627788332 0.0013327270923965831 0.0012520542712608556 0.0013233218623920073 0.0012037507454883793 0.0013217389698333068 0.0013135847562275142 0.0012338051985432349 0.0011035383192640504
leaf_count=93 126 542 237 112 113 282 145 55 157 126 159 215 53 125 246 815 197 112
internal_value=0 2.7392e-05 6.11413e-05 0.000365025 0.000704348 -2.67823e-05 1.36076e-05 -4.85203e-05 8.02662e-06 -7.0611e-05 -0.000143191 6.76644e-06 -4.93494e-05 -0.000127037 -2.02813e-06 -0.000182385 3.22036e-05 -0.000282326
internal_weight=0 0.0221709 0.020986 0.00470937 0.0024186 0.0162767 0.0152347 0.013756 0.0127441 0.0113372 0.0101783 0.00229077 0.0088456 0.00752227 0.00631852 0.00499678 0.0036832 0.00233734
internal_count=3910 3784 3242 533 225 2709 2427 2190 2135 1978 1833 308 1674 1621 1496 1250 435 309
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=14
num_cat=0
split_feature=4 0 41 457 151 150 160 15 15 43 0 16 16
split_gain=5.23797e-05 0.000107956 0.000116294 9.36606e-05 0.000108525 0.000184135 9.73897e-05 0.000118109 0.000210326 0.000108367 0.000231376 8.32059e-05 7.32864e-05
threshold=-0.49837999999999999 0.024745000000000003 0.077550000000000022 -0.0034949999999999994 0.056555000000000001 0.08486500000000001 0.041025000000000006 -0.017214999999999998 0.079360000000000014 -0.075819999999999985 -0.10462499999999998 -0.17157499999999998 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5 11 -11 -3
right_child=1 12 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0014639193224904373 -0.0020777967713731778 0.00032551506696637143 -0.0025734700252841884 -0.0022892498838634396 -0.0020268699692288982 0.0026669319661563259 -0.0020421767878420812 0.0034479834127170419 -0.00040461704533451665 0.00026530685729088361 0.0028497606201839097 -0.00276073357030938 0.0031374814837994707
leaf_weight=0.0012776164364958756 0.0010469127664897897 0.0010591757797200306 0.0010083472200956298 0.0012708061453554406 0.0010574974966883902 0.0017905357402048664 0.0010987645995027169 0.0015187027236802323 0.0016505207813903994 0.0010036921291133316 0.0012233974197018507 0.0010252448251667559 0.0010112107075967982
leaf_count=176 305 82 178 458 111 237 392 110 1238 84 360 69 110
internal_value=0 0.000108904 -0.000131483 6.26176e-05 0.000255142 0.000483199 3.8427e-05 0.000335617 0.00144156 -0.000439284 0.000283565 -0.00126379 0.00169893
internal_weight=0 0.0157648 0.0136944 0.0126861 0.0116392 0.0105817 0.00879113 0.00769236 0.00316922 0.00452314 0.00325233 0.00202894 0.00207039
internal_count=3910 3734 3542 3364 3059 2948 2711 2319 1348 971 513 153 192
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=14
num_cat=0
split_feature=2 4 42 13 0 52 14 3 150 52 52 13 43
split_gain=5.51756e-05 0.000143509 0.000177608 0.000179494 0.0001568 0.000211095 0.000114581 0.000110841 0.000106924 0.000105787 0.000104557 0.00016099 6.7741e-05
threshold=0.10910500000000002 0.15045000000000003 0.092395000000000019 -0.13934999999999997 -0.017269999999999997 -0.092854999999999979 -0.23083499999999998 -0.080884999999999985 0.086420000000000011 -0.021309999999999996 0.10701500000000001 -0.084084999999999979 -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 -5 -2 -3 9 -7 11 -8 -11
right_child=6 7 -4 4 -6 8 10 -9 -10 12 -12 -13 -14
leaf_value=-0.0029743995358132128 -0.001526659925894247 -3.9919752186681859e-06 -0.0035140181022690936 -0.0033065764704253795 0.0020813987007027327 0.0026617810356210306 0.0027708163066811416 0.0029714585520114393 -0.0018080863306714314 -0.0014680624330437287 0.003170122904375022 -0.00096657488263010441 0.0011416551552623083
leaf_weight=0.0011898418433303184 0.0010056477600242711 0.0016759440357430044 0.0010677432789008194 0.0011367820181911762 0.0016458442701082505 0.0011629575742289075 0.0010033249421205555 0.001120855641200587 0.0010414508264677824 0.001004734456479809 0.0010873699355193819 0.0016113791067704102 0.0011379659907403512
leaf_count=82 109 106 505 356 201 220 163 195 154 945 149 358 367
internal_value=0 -0.000267872 -0.000701763 -0.000340835 9.86655e-05 -0.000496399 0.000665784 0.00118846 0.000238471 0.00088324 0.00126135 0.000467552 -8.20685e-05
internal_weight=0 0.0121841 0.00938732 0.00831958 0.00712974 0.00548389 0.00470772 0.0027968 0.00434711 0.00330566 0.00370207 0.0026147 0.0021427
internal_count=3910 3131 2830 2325 2243 2042 779 301 1686 1532 670 521 1312
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=18
num_cat=0
split_feature=38 12 133 50 3 156 159 52 42 2 13 15 15 15 3 49 15
split_gain=0.000167504 0.000215828 0.000158595 0.000210672 0.00019628 0.000177269 0.000148405 0.00021083 0.000153967 0.0002477 0.000380712 0.000239637 0.000229268 0.000189856 0.000194678 0.000167159 0.000101305
threshold=1.0000000180025095e-35 -0.083349999999999994 0.087485000000000021 0.10625000000000001 -0.22254999999999997 0.091280000000000014 -0.026594999999999997 0.10218500000000001 0.090085000000000012 0.10045500000000002 -0.026374999999999999 -0.10981499999999998 0.05377500000000001 -0.017214999999999998 -0.010319999999999998 -0.047309999999999998 -0.055679999999999993
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 -6 8 9 11 -11 -8 13 15 -15 -13 -10
right_child=-2 2 -4 -5 5 -7 7 -9 16 10 -12 12 -14 14 -16 -17 -18
leaf_value=0.00065774818281539834 -0.0006392194629114428 0.00075620452886904319 -0.00050738891245378332 -0.00073588526201606534 0.00062115903360805583 -0.00065555686823720995 -0.00092789049363155621 -0.00073933917564496525 8.949770741817707e-05 0.0012548907092905302 -4.3047509652539744e-05 0.00021575247779928895 -0.0007126733961740399 1.2911606704944363e-05 0.0010647550269591265 -0.00059494990101329284 0.0008111054543744813
leaf_weight=0.0014989599122656868 0.0012342391244040676 0.0011696201739062042 0.0018887252762888598 0.001049701427951826 0.0013352882088186755 0.0011048648197169676 0.0011155345373946848 0.0010432672132112001 0.0011027345073552613 0.001048010091044535 0.0019783311249612356 0.0016259337544907715 0.0012880653367590977 0.0011385764698141343 0.0010036237590220773 0.0014663702625766079 0.0012678720366618565
leaf_count=280 95 135 892 252 208 192 124 197 118 112 164 74 556 148 35 179 149
internal_value=0 1.98462e-05 -2.65111e-05 2.19603e-05 6.69347e-05 1.81297e-05 6.64203e-05 1.3805e-05 7.40832e-05 -1.51336e-05 0.000406423 -0.000182161 -5.46216e-05 0.000107307 0.000505702 -0.000168683 0.000475435
internal_weight=0 0.0221255 0.0206265 0.0187378 0.0176881 0.0165185 0.0154136 0.0140783 0.0130351 0.0106644 0.00302634 0.0076381 0.00652257 0.0052345 0.0021422 0.0030923 0.00237061
internal_count=3910 3815 3535 2643 2391 2256 2064 1856 1659 1392 276 1116 992 436 183 253 267
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=20
num_cat=0
split_feature=1213 453 4 2 16 11 160 1374 51 130 43 160 12 2 2 0 4 16 0
split_gain=0.00043485 0.000235318 0.000267608 0.000325112 0.000269201 0.0002507 0.000196814 0.00019945 0.000221331 0.000275435 0.000263476 0.000184373 0.00030077 0.000235428 0.000248505 0.000132029 9.57969e-05 5.27328e-05 2.74483e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 -0.13811499999999996 -0.15595499999999998 0.077165000000000025 -0.092169999999999988 -0.088294999999999985 0.043405000000000006 -1.0000000180025095e-35 -0.18906999999999999 0.090735000000000024 0.08401500000000002 0.10393500000000001 0.097940000000000013 -0.15713499999999997 0.0021050000000000005 -0.055679999999999993 -0.084794999999999995
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 5 -4 -5 6 -2 -8 9 -9 -11 12 17 14 16 -10 -14 -12 -19
right_child=1 -3 3 4 -6 -7 7 8 15 10 11 -13 13 -15 -16 -17 -18 18 -20
leaf_value=-0.0010986143754182344 -0.00061073120566263589 -0.00075684440908559743 -0.00021337676038333695 0.0012709549799999849 0.00014933741742832713 -0.00080073813827074333 -0.00062832507387504421 -0.00080758669956173526 0.00014715661629432193 0.0006905326393159345 -1.0803834314477959e-05 -0.0006876066134975169 -6.5709775990179181e-05 -0.00029901634714524304 0.0012990338175911679 0.00086465761846101137 0.00063924192734148499 -0.00020470167576546559 -0.00056621149952300841
leaf_weight=0.0010042750796219321 0.0012512764374336743 0.001026363230369475 0.0012928151968957385 0.001492959903219915 0.0010011944749799256 0.001086670953616308 0.0010438439889715037 0.001012158709877563 0.0013025920204285946 0.0017974615920109084 0.0014372958404513247 0.0010025915293816043 0.001066860198498434 0.0010649787734890725 0.0010030627094349542 0.0016011295357188449 0.0010929376169370279 0.0010087087950539364 0.0014110143103766102
leaf_count=592 428 99 68 235 99 197 68 214 42 86 84 219 646 131 53 261 95 130 163
internal_value=0 2.63888e-05 6.29796e-05 0.000467694 0.000820719 -2.13122e-05 2.82306e-05 7.86904e-05 0.000128554 2.74505e-05 0.000105098 -1.06982e-05 7.32443e-05 0.000381546 0.000610701 0.000542791 0.000291022 -0.000264698 -0.000415509
internal_weight=0 0.0229959 0.0219696 0.00378697 0.00249415 0.0181826 0.0170959 0.0158446 0.0148008 0.0118971 0.0108849 0.00908745 0.00808486 0.00422784 0.00316286 0.00290372 0.0021598 0.00385702 0.00241972
internal_count=3910 3318 3219 402 334 2817 2620 2192 2124 1821 1607 1521 1302 925 794 303 741 377 293
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=20
num_cat=0
split_feature=133 14 133 48 11 13 156 16 4 151 43 43 0 15 4 4 15 2 43
split_gain=0.000355947 0.000237388 0.000190957 0.000185207 0.000227947 0.000166418 0.000248375 0.000241882 0.000221748 0.000181062 0.000161824 0.000314086 0.00038438 0.000293211 0.000293139 0.000303117 0.000296782 0.000121006 0.000117049
threshold=0.10681500000000001 0.077685000000000018 0.085625000000000021 -0.064549999999999982 0.088315000000000018 -0.10241499999999999 0.088855000000000003 -0.41862999999999995 0.24280000000000004 -0.086834999999999982 -0.06705499999999999 -0.079109999999999986 -0.017269999999999997 -1.0000000180025095e-35 0.0057500000000000008 -0.078094999999999984 -0.095799999999999982 0.10045500000000002 -0.086909999999999987
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 8 7 -7 17 -9 11 12 13 -11 15 -12 -16 -5 -4
right_child=-2 -3 18 4 -6 6 -8 9 -10 10 14 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00057837832520244857 -0.00093183197257351103 -0.00069224552406324806 0.00015017380880612863 -0.00030111285508437042 -0.00073804515055853471 -0.00062779915140330782 -0.0007992715596462646 0.00072955140681461622 0.00095774536393877677 -0.00075950001698723896 -4.7059473719006037e-05 0.0010260925655255215 0.00085888926476123274 0.00030086908442348578 -0.00032672217275806056 -0.0011567643115954563 0.00073747060174516785 0.00044661392843222579 0.00091793641796304606
leaf_weight=0.0014487223328344392 0.0010252395152740039 0.0010977594853535657 0.0010097677280236049 0.0011471425090931022 0.0010739808787540986 0.0013660426300141177 0.0010623804443134375 0.0010367259629917172 0.0010566665365976183 0.0015329448663467873 0.001374736874835897 0.001026746283944664 0.0010325941259138882 0.0012051640963944288 0.0013761587614003652 0.0011865689972915174 0.0013365659162336285 0.0010940569430535341 0.001045951313072206
leaf_count=163 545 111 212 82 110 137 213 91 104 243 528 168 44 143 108 337 80 89 402
internal_value=0 3.72917e-05 7.46923e-05 2.51908e-05 -1.95598e-05 2.6277e-05 -5.26615e-05 1.09242e-05 0.000350293 8.94719e-05 2.35841e-05 0.000237365 2.25976e-05 -0.000292784 -0.000170879 -0.000561149 0.000197608 6.38951e-05 0.000540812
internal_weight=0 0.0225107 0.0214129 0.0193572 0.0179085 0.0168345 0.0135366 0.0124742 0.00329787 0.0111082 0.0100715 0.00479745 0.0037707 0.00273811 0.00527403 0.00256131 0.00271272 0.0022412 0.00205572
internal_count=3910 3365 3254 2640 2477 2367 2092 1879 275 1742 1651 598 430 386 1053 865 188 171 614
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=19
num_cat=0
split_feature=133 1456 11 14 13 2 16 132 156 1374 457 49 52 160 51 16 0 3
split_gain=0.000298634 0.000265854 0.000229985 0.000338447 0.000271722 0.000296474 0.000231836 0.000198739 0.000159026 0.000164688 0.000232687 0.000199556 0.000186492 0.000368051 0.000212519 0.000191789 0.000390844 0.000146688
threshold=0.10681500000000001 -1.0000000180025095e-35 0.088315000000000018 0.077685000000000018 -0.091229999999999992 0.097940000000000013 -0.10486499999999999 0.079995000000000011 0.090040000000000023 -0.080239999999999992 0.084550000000000014 -0.0057999999999999987 0.10433000000000002 -1.0000000180025095e-35 -0.089214999999999989 -0.055679999999999993 -0.10783 -0.0026499999999999996
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 -3 -7 8 9 -6 11 17 14 -14 -13 16 -16 -11
right_child=-2 2 -4 -5 7 6 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19
leaf_value=-0.00082460075800708948 -0.00092298293742560788 3.0025992111244923e-06 -0.00060037865503927493 -0.00085398838479028934 -0.00060590736621409533 0.00041935152339142866 0.001417015191599653 0.00070193680816689539 -0.00063035499913005784 -1.7739576436411903e-05 0.00071832133295703451 0.00054529516290107089 -0.00012840228062065256 0.0013032527139289177 -0.00063518625727002932 -0.00065954778348090886 0.00065607336269817907 -0.00087465441047073086
leaf_weight=0.0010185958717821462 0.0010031249674408325 0.0018812606823317762 0.0014088434811732045 0.0010055889488982941 0.0010379126866162389 0.0014576992815307291 0.0012699725500786574 0.0012559777372329441 0.0010984877482328468 0.0012129095119419731 0.0015567279739753257 0.0014715620113705495 0.0010630256209542138 0.0010303857093780511 0.0012451552780659183 0.0016721830812469023 0.0015129229165877192 0.0011191534217331886
leaf_count=343 545 279 143 71 58 105 111 184 205 244 136 147 201 82 88 293 613 62
internal_value=0 2.82055e-05 6.71595e-05 0.000112177 0.000161035 0.00052431 0.000883852 5.14345e-05 -6.83876e-06 4.61661e-05 0.000103116 1.03805e-05 0.000138532 0.000576264 -1.67348e-05 -0.00020342 7.31244e-05 -0.000428972
internal_weight=0 0.0233184 0.0222998 0.0208909 0.0198853 0.00460893 0.00272767 0.0152764 0.0140204 0.0129219 0.011884 0.0103273 0.00799523 0.00209341 0.00590182 0.00443026 0.00275808 0.00233206
internal_count=3910 3365 3022 2879 2808 495 216 2313 2129 1924 1866 1730 1424 283 1141 994 701 306
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 40 2 49 42 160 16 1 52 4 12 15
split_gain=0.000211925 0.000162146 0.000280084 0.000233246 0.000281699 0.00022464 0.000208857 0.000220211 0.000152329 0.000258763 0.000168219 0.000235429 0.000181939 0.000211776 0.000111778 0.000144888 5.58077e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 -0.062739999999999976 0.11542500000000001 -0.085974999999999982 0.091955000000000023 0.031805000000000007 -0.094359999999999986 0.11257500000000001 0.098910000000000012 -0.0010999999999999996 0.078515000000000015 -0.10071499999999999
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 -6 8 -8 10 12 -12 13 14 15 -10 -16
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.00062907324784598751 -0.0006842912299958164 -0.00057531798853482029 -0.00078928311108082498 0.00070578895005933117 -0.00056842752949752269 -0.00069518159267002223 -0.00043427125925724628 0.0007010218040426271 0.00071323813992664247 -0.0004277650107007571 8.1187157564033388e-05 0.0010327619944330486 0.00063064862923676072 -0.00066531217621295031 8.5281324181913571e-05 2.8731022361036989e-05 -0.0004106247499291715
leaf_weight=0.0018377349496263981 0.0010611898956885404 0.0010314216575042492 0.0011362015246316843 0.0010491385315884996 0.0012015715813094375 0.0010259011382634789 0.0014320397082150322 0.0013337191748614965 0.0011917870875830482 0.0018751991526401801 0.0012705720093608153 0.0012165410074628236 0.0012165730941407493 0.0010255712879999185 0.0010636281923250366 0.0019461714741634481 0.0011069949856289518
leaf_count=271 126 84 551 130 114 86 122 258 93 415 65 95 81 294 65 931 129
internal_value=0 2.31159e-05 5.26074e-05 -2.88253e-06 -4.40906e-05 5.9908e-06 5.12878e-05 0.000102016 4.21511e-05 9.94208e-05 0.000197906 0.000546638 8.30379e-05 -2.21393e-05 0.000102116 0.000288705 -0.000167626
internal_weight=0 0.0219608 0.0209293 0.0190916 0.0180425 0.0169063 0.0158804 0.0146788 0.0133451 0.011913 0.0100378 0.00248711 0.00755073 0.00633415 0.00530858 0.00313796 0.00217062
internal_count=3910 3784 3700 3429 3299 2748 2662 2548 2290 2168 1753 160 1593 1512 1218 1024 194
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=18
num_cat=0
split_feature=133 1456 133 38 50 15 15 13 42 457 1 13 0 43 48 49 2
split_gain=0.000329492 0.000242725 0.00021444 0.000166951 0.000175555 0.000186512 0.000188273 0.000206842 0.000285924 0.000233784 0.000232668 0.000250574 0.000243827 0.00021948 0.000185461 0.000188874 0.000164536
threshold=0.10681500000000001 -1.0000000180025095e-35 0.092550000000000007 1.0000000180025095e-35 0.10625000000000001 -0.15202999999999997 -0.11739999999999999 0.11596500000000001 -0.11403999999999999 -0.0034949999999999994 1.0000000180025095e-35 -0.074599999999999986 -0.087899999999999992 -0.073139999999999983 0.086455000000000018 -0.031434999999999998 0.099675000000000014
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 16 -7 9 -9 -8 11 -11 14 -14 15 -12 -3
right_child=-2 2 -4 -5 -6 6 7 8 -10 10 12 -13 13 -15 -16 -17 -18
leaf_value=-0.00070194254261245887 -0.00085370568928611632 3.2356113254504021e-05 0.00070288863356464263 -0.00056203783452632937 -0.00055403978137768238 -0.00060407203569565161 -0.00065802862290388153 -0.00018780779653927853 0.0007885862299752864 5.7289565170855773e-05 0.0011588343314499787 -0.00078964296101125811 0.00021697592466186151 -0.00063380517199061368 7.1814348301930974e-07 0.00035883754134292392 0.00077995599959108128
leaf_weight=0.0010203726904707304 0.0010345164402026331 0.001210266816065955 0.0011119184867895799 0.0010748957706514508 0.0010426054790573193 0.0010311210308482895 0.0011980231994708481 0.001097404367816579 0.0018517896203084075 0.0019815987535502389 0.0010306214288068327 0.0013489394887718394 0.0015924586795799597 0.0012384208645625366 0.0016532000574525085 0.0019818906342965459 0.0015331759572703788
leaf_count=343 545 148 153 89 258 108 164 48 73 405 99 523 207 369 70 135 173
internal_value=0 2.07459e-05 5.42977e-05 1.97359e-05 5.13326e-05 8.49966e-05 2.24064e-05 6.55452e-05 0.000425267 -2.26773e-05 4.76244e-05 -0.000285736 0.000195728 -0.000155214 0.000408659 0.000632527 0.000450153
internal_weight=0 0.0229987 0.0219783 0.0208664 0.0197915 0.0187489 0.0160055 0.0149743 0.00294919 0.0120252 0.0108271 0.00333054 0.00749659 0.00283088 0.00466571 0.00301251 0.00274344
internal_count=3910 3365 3022 2869 2780 2522 2201 2093 121 1972 1808 928 880 576 304 234 321
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=13
num_cat=0
split_feature=42 475 43 48 0 51 42 16 0 2 3 4
split_gain=5.73394e-05 0.00013112 0.000132747 0.000167911 0.000125233 0.000119251 0.000119019 7.32056e-05 8.45907e-05 0.000104614 0.000111812 9.33972e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.086125000000000021 -0.066689999999999985 -0.054259999999999996 1.0000000180025095e-35 0.16388500000000003 -0.11756999999999999 0.113945 0.097615000000000021 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 7 8 9 10 -4 -10
right_child=1 2 6 -5 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=0.00082380166247524738 -0.002064021855753646 -0.00096359549778450939 -0.00072440280897698509 0.0039124389028911194 0.0023214919234958685 -0.0027038942734567608 -0.0023208227385909533 -0.0016266983264679156 0.000389956837284056 -0.0020251918412270411 0.002590519842867334 0.0033195033658813627
leaf_weight=0.0010821580355568766 0.0014853945696947446 0.001618445186547895 0.0014601800747534033 0.001328103220415355 0.0013278994101736062 0.0013584526119694391 0.0013218139296217188 0.0011186080834190149 0.00164017283962015 0.0013029040537577419 0.0011380811610592345 0.0011734546097261107
leaf_count=159 555 570 97 258 172 901 715 96 118 117 82 70
internal_value=0 0.000171156 0.000418379 0.00157197 0.000516973 -0.00113973 -0.000120218 0.000251114 0.000563936 -0.00019178 0.000727588 0.00161176
internal_weight=0 0.0149151 0.0134297 0.00427445 0.00294634 0.00244061 0.00915521 0.0078334 0.00671479 0.00390117 0.00259826 0.00281363
internal_count=3910 2850 2295 1000 742 1060 1295 580 484 296 179 188
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=18
num_cat=0
split_feature=133 3 48 50 158 2 0 0 48 40 4 3 4 12 4 49 3
split_gain=0.000410744 0.000230287 0.000277457 0.000224325 0.000206136 0.000221124 0.000289828 0.000320158 0.000242387 0.000228566 0.000219584 0.00026301 0.000179994 0.000305407 0.000173236 0.000151186 0.000170279
threshold=0.10681500000000001 0.16699000000000003 0.12649500000000002 0.086465000000000014 0.084965000000000027 0.097940000000000013 -0.11524 0.076335000000000014 0.092150000000000024 -1.0000000180025095e-35 0.0021050000000000005 0.013395000000000002 -0.017449999999999997 0.084100000000000022 0.41666000000000009 -0.029304999999999998 -0.075954999999999981
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 8 14 -8 9 -1 12 15 13 -11 -7 -12 -17
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 11 -13 -14 -15 -16 16 -18
leaf_value=-0.00058087841113121691 -0.00096908117659262518 0.00059667538012872024 -0.00074048117135578988 -0.00054776537617625136 -0.0005357271609878145 0.001155901913400771 -0.00049756535935042826 0.00054027937424456693 -0.00060807293400527674 0.00057525136746721869 0.00064747238710106383 0.0011156153129662043 -0.00059629648716979968 -0.00046064319855200562 0.00030695217982312632 -0.00044764384846966189 0.00042174430947043175
leaf_weight=0.0011358684480463456 0.0010809817277581324 0.0018070833509079348 0.0012378476816297104 0.001529550169264318 0.0012567067572731424 0.0014866782673399193 0.0014081038606801625 0.0016945465113913372 0.001430905533832059 0.0017197285372209069 0.0013363344250167108 0.0010905013885356141 0.001241526398722128 0.0012878261824519066 0.001069180851741236 0.0012160423383934318 0.0011195298448799379
leaf_count=137 545 183 94 527 335 134 376 105 131 139 57 32 270 660 38 96 51
internal_value=0 4.54116e-05 -1.44341e-06 4.42448e-05 9.32085e-05 0.000139063 0.000399672 6.92649e-05 1.16991e-05 9.90947e-05 0.000184803 0.000421976 -8.10222e-05 0.000131684 0.000800765 0.000215975 -3.09126e-05
internal_weight=0 0.023068 0.0212609 0.020023 0.0184935 0.0172368 0.00565851 0.00310265 0.0115783 0.0101474 0.00901149 0.00476241 0.00424908 0.00300755 0.00255586 0.00367191 0.00233557
internal_count=3910 3365 3182 3088 2561 2226 653 481 1573 1442 1305 236 1069 799 172 204 147
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=24
num_cat=0
split_feature=1213 133 51 124 47 47 38 51 14 147 42 124 47 1 2 4 150 43 3 13 0 43 1
split_gain=0.000511609 0.000355458 0.000311703 0.000343056 0.000288977 0.000275484 0.000382559 0.000272832 0.000279479 0.000302549 0.00023264 0.00034385 0.000304621 0.000366766 0.000290503 0.000282143 0.000481057 0.000320494 0.000315641 0.000231644 0.000301589 0.00015216 7.68452e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.40274499999999996 0.10385500000000002 0.11939500000000002 0.10783500000000001 1.0000000180025095e-35 0.13605000000000003 0.077685000000000018 0.088565000000000019 -0.090359999999999982 -1.0000000180025095e-35 0.09252500000000001 0.11235500000000002 0.11203000000000002 0.0057500000000000008 0.085285000000000014 -0.078454999999999983 0.094625000000000015 -0.094679999999999986 -0.087899999999999992 -0.091114999999999988 0.093575000000000019
decision_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 7 8 9 10 -4 -12 13 14 15 16 17 21 22 -19 -21 -13 -17
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 18 -18 19 -20 20 -22 -23 -24
leaf_value=-0.0011641405724559853 -0.00086968555855610732 -0.00094079238909083309 -0.00057317200486340281 0.0010467291018286065 -0.00078480857962065986 0.00089643033024398725 -0.00096074755954097645 -0.00075954705606117823 -0.0006320894961032523 0.0010698147082063745 0.0010245925210726921 0.00027173555108654353 -0.00071271621615576187 0.00089482432157880938 -0.00063704305369904782 -0.00010525928106725235 -0.0010609495367409 0.00054191227184319647 0.0013959375675229649 0.00011388676473310875 -0.0011039433944491806 0.0011529438057314122 0.0005584959102944853
leaf_weight=0.0010990533816353917 0.0010003247008036923 0.0010677435409651393 0.0012015873141597707 0.0010719809637972566 0.0011251478774831894 0.0012027613853561976 0.0010248640627488195 0.0010032077420155374 0.0012344546556774518 0.0011122986424115791 0.0013654788743399883 0.0012191630477305093 0.0011543089720031695 0.0019032895384795559 0.0014202808353575022 0.0010018884049404903 0.0010608039676841541 0.0010171141487833411 0.0010176791416540709 0.0013260150676514225 0.0010711432888646216 0.0010738633099174263 0.0010314508753168639
leaf_count=592 119 465 196 38 94 78 71 118 87 136 211 97 124 202 81 151 138 59 21 102 438 269 23
internal_value=0 2.42128e-05 6.44006e-05 0.000102324 5.9366e-05 0.00010169 5.66838e-05 0.000108268 0.000153586 0.00020754 0.000150667 0.000206198 0.000128035 0.000201877 8.45325e-05 0.000188904 -5.37002e-06 0.000190828 0.000619865 -0.000140668 -0.000430287 0.00068442 0.000231443
internal_weight=0 0.0267069 0.0256391 0.0246388 0.0235668 0.0224417 0.0212389 0.020214 0.0192108 0.0179764 0.0168641 0.0156625 0.014297 0.0131427 0.0112394 0.00981912 0.0067681 0.0057073 0.00305102 0.00341427 0.00239716 0.00229303 0.00203334
internal_count=3910 3318 2853 2734 2696 2602 2524 2453 2335 2248 2112 1916 1705 1581 1379 1298 1103 965 195 599 540 366 174
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=20
num_cat=0
split_feature=1213 133 1374 1456 11 16 13 16 0 0 3 52 0 2 0 39 15 0 1
split_gain=0.000404466 0.000269883 0.000289714 0.000301849 0.000268768 0.000414974 0.000298014 0.000309251 0.000281763 0.000329299 0.000272411 0.000292846 0.000258773 0.000257238 0.000324614 0.000163825 0.000133598 8.21347e-05 0.000231889
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.080455000000000013 -0.25582999999999995 -0.091229999999999992 -0.41862999999999995 -0.23029999999999998 -0.017269999999999997 0.076695000000000013 0.071660000000000015 0.12500000000000003 0.097940000000000013 -0.11524 0.005105000000000001 -0.16430499999999995 -0.070894999999999986 0.095575000000000007
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 6 -6 13 16 -9 10 15 -12 -11 -5 -15 17 -8 18 -10
right_child=1 -3 3 4 5 -7 7 8 9 12 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00098377209001630057 -0.0007683632811034324 -0.00077853671123578525 -0.00074216094633442527 9.3324774202699985e-05 0.00032050713781502083 -0.0010601262747047372 9.7608317349469133e-06 0.00086053837752402495 -0.00055741932090369031 0.0011175095275282934 -0.00092311070130705918 0.00016051856094363899 0.00016160326502822283 0.00022436687200060409 0.0013806199107219933 0.00058582529641064386 -0.00073762258426490074 0.00030106673843045812 0.00032242753647108432
leaf_weight=0.0010338387380447378 0.0010115510695385401 0.0010016562619784139 0.0010240689609565421 0.0016943326324280654 0.0010485155697743664 0.0011194135353405068 0.0010258966150784869 0.0013853947713398053 0.0016617939987377856 0.0012241577363820101 0.0015124915061770494 0.0010512870290134702 0.0016583550150297555 0.0010473908060742998 0.0014258558762089008 0.0015057225706879632 0.0014154458483717166 0.0013843593437729558 0.0013502024940889035
leaf_count=592 64 465 306 189 55 167 95 44 909 141 82 26 52 91 103 160 127 146 96
internal_value=0 2.316e-05 5.72642e-05 9.43254e-05 0.000134149 -0.000392385 0.000193162 9.05821e-05 0.000189154 0.000107192 -4.95573e-05 -0.000478764 0.000567562 0.000566681 0.00089096 0.000136884 -0.000423558 -1.68751e-05 -0.000163006
internal_weight=0 0.0245479 0.0235462 0.0225347 0.0215106 0.00216793 0.0193427 0.0151751 0.0127338 0.0113484 0.00846586 0.00256378 0.00288251 0.00416758 0.00247325 0.00590208 0.00244134 0.00439636 0.003012
internal_count=3910 3318 2853 2789 2483 222 2261 1878 1656 1612 1419 108 193 383 194 1311 222 1151 1005
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=19
num_cat=0
split_feature=1213 14 38 124 484 457 160 43 3 48 0 13 3 43 16 52 2 0
split_gain=0.000440368 0.000290573 0.000217186 0.000239498 0.000193817 0.000204748 0.000161149 0.00024969 0.000422627 0.000246958 0.000434744 0.000202831 0.000224589 0.000245566 0.000240838 0.000130521 0.00011874 0.000112717
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.0034949999999999994 -0.098319999999999991 0.18078000000000002 0.16699000000000003 0.11930500000000001 -0.10575999999999998 0.17936000000000002 -0.100615 -0.074254999999999988 0.022165000000000004 -0.07125999999999999 0.09580000000000001 -0.070894999999999986
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 9 10 15 12 14 17 -12 -8 -17 -14
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0010739723597351359 0.00067019907293799279 -0.00078609889068210169 -0.00059092415803627737 -0.00053082026977026493 -0.00051999637793316686 -0.00037350297217385921 0.00022453139007260172 -0.00055976832255399402 0.0012684037113788356 -0.00054606641223957657 7.1111971441538164e-05 -0.00053793483260820038 -0.00010461334029680144 -0.00054839923139207345 0.0011236029389945154 0.00055513487608178534 0.0011954910600754137 0.00066370020051948451
leaf_weight=0.0010139065341170815 0.0018673105407103026 0.0011197990859337916 0.0012647754958133852 0.0014095497774796765 0.0013276104873967262 0.0014529720300804063 0.0013703393415860354 0.001088889313369334 0.0010288189142690649 0.0011606748569020853 0.0013277583930957869 0.0014784790680210103 0.0010235425122361239 0.0018023150807111137 0.0010465607974712299 0.0018146124634537096 0.00136648039006948 0.0010325309566919932
leaf_count=592 263 112 88 542 177 370 47 171 98 59 68 83 284 591 120 60 90 95
internal_value=0 2.99241e-05 6.98915e-05 0.000108588 5.54383e-05 0.000100541 0.000149019 0.000197871 0.000254955 0.00017728 0.000245746 8.4085e-06 0.000138008 -0.000106307 0.000535033 0.000647852 0.000830208 0.000281223
internal_weight=0 0.023983 0.0228632 0.0215984 0.0197311 0.0183216 0.016994 0.015541 0.0144521 0.0134233 0.0122626 0.00771119 0.00623271 0.00385839 0.00237432 0.00455143 0.00318109 0.00205607
internal_count=3910 3318 3206 3118 2855 2313 2136 1766 1595 1497 1438 1241 1158 970 188 197 150 379
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=13
num_cat=0
split_feature=14 48 11 2 52 13 1 150 13 16 0 3
split_gain=5.59657e-05 8.64346e-05 0.000146871 0.0001002 0.000108366 9.88094e-05 0.000168827 9.84707e-05 9.01508e-05 0.000138696 9.2402e-05 0.000141935
threshold=0.056865000000000006 -0.064549999999999982 0.081005000000000008 0.097940000000000013 -0.081429999999999989 -0.089899999999999994 0.10521500000000002 0.090480000000000019 0.23436000000000004 0.070590000000000014 -0.089879999999999974 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -7 8 9 10 11 -3
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0026949103872868528 -0.0023190200715227328 -0.0028516213851713583 -0.0035116621428279895 0.0038780589249610446 0.0024532163250826845 -0.0032631722681971767 0.0014662687770706352 -0.0033853663324530867 0.0025727389758419899 -0.0032083017153131969 0.0020240290149263064 0.0017465330097919992
leaf_weight=0.00122135617436966 0.0010088757536887557 0.0015770471790090192 0.0011681557401512785 0.0012061535259325074 0.0017068388578609199 0.0013332794735663317 0.0017843997616380667 0.0010585212690226442 0.001083320362682258 0.001520060083080095 0.0018621337966233976 0.0011914826912106657
leaf_count=194 144 458 176 274 165 321 180 166 90 296 1377 69
internal_value=0 0.000119632 -8.34049e-05 0.000196192 0.00118237 0.000508431 -0.000556283 -0.000520992 -0.000101862 -0.000572937 0.000292147 -0.000872729
internal_weight=0 0.0167127 0.0154914 0.0143232 0.00603067 0.00482452 0.00311768 0.00829257 0.00723404 0.00615072 0.00463066 0.00276853
internal_count=3910 3766 3572 3396 940 666 501 2456 2290 2200 1904 527
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=14
num_cat=0
split_feature=47 47 42 50 51 52 52 160 13 49 4 1 16
split_gain=5.89626e-05 0.000115546 0.000123171 0.000101536 0.000119072 0.000132949 9.94453e-05 0.000269813 0.000180345 0.000154333 7.98563e-05 0.000248139 0.000205539
threshold=0.13177500000000003 0.11043500000000002 -0.089024999999999979 0.086465000000000014 -0.07742499999999998 -0.092854999999999979 -0.048794999999999991 0.087825000000000014 -0.15921999999999997 0.073145000000000016 -0.078094999999999984 0.094385000000000011 -0.53257999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -8 10 -10 -12 -13
right_child=-2 -3 3 -5 5 6 8 -9 9 -11 11 12 -14
leaf_value=-0.0024466321988949823 -0.0016745355650267207 0.0025406944303569424 -0.0016578340823592381 -0.0020443641173595838 -0.0018187621106557192 0.0049456456175596235 -0.0016591278565191473 -0.00022517057394536626 0.0017525399312348583 0.003640575240183064 -0.0028217454960273352 -0.0012075435875836564 0.0033050225408554103
leaf_weight=0.0011202861253954586 0.0011165536178594495 0.0010155021349393346 0.0015224866634739051 0.0011104552044097797 0.0011765308545239822 0.0010678244948230534 0.0017771033173238915 0.0011919909566645986 0.0019050155971269932 0.0010558865058186585 0.0012497237110691084 0.0010064841171371283 0.001279692170915816
leaf_count=449 84 144 481 585 280 177 127 93 529 177 507 74 203
internal_value=0 9.9499e-05 -6.08167e-05 0.000125529 0.000307621 0.000563156 0.000829197 0.00221818 0.000449829 0.0010267 0.000519444 -0.000144903 0.00131838
internal_weight=0 0.016479 0.0154635 0.0143432 0.0132327 0.0117103 0.0105337 0.00225982 0.00827391 0.0064968 0.00544092 0.0035359 0.00228618
internal_count=3910 3826 3682 3233 2648 2167 1887 270 1617 1490 1313 784 277
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=20
num_cat=0
split_feature=1213 133 1456 13 132 47 43 42 39 13 52 2 4 2 49 15 2 16 15
split_gain=0.000401743 0.00035384 0.000263786 0.000205561 0.000305647 0.000240469 0.000148501 0.000136714 0.000195546 0.000186251 0.000191206 0.000333497 0.000247126 0.000287143 0.000159162 0.000325738 0.000169546 0.000119546 7.06678e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -1.0000000180025095e-35 -0.10241499999999999 0.079995000000000011 0.077065000000000008 0.054875000000000007 -0.10770999999999999 0.085060000000000011 -0.084184999999999996 0.10701500000000001 0.094010000000000024 0.015635000000000003 0.11290500000000002 -0.029304999999999998 -0.064869999999999983 0.083585000000000007 -0.094359999999999986 -0.074174999999999977
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 5 7 6 -4 -5 9 -9 11 14 -13 -14 17 -16 -17 -11 -12
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 18 12 13 -15 15 16 -18 -19 -20
leaf_value=-0.0010157785542182071 -0.00071708094296277301 -0.00092004798766531608 0.0003478049686434208 -0.00050514736649979086 0.00077779472939708315 -0.00014266998988917283 0.0010719884694859237 -0.00070968258098373573 0.00060014518075386365 0.00093780379895698495 0.00077117270552918302 -0.00092838117940632859 0.00044054520625462967 -0.00066763585046290515 -0.00053436203070870666 -6.1832777943611031e-06 0.0008791072209425227 0.00015113014533412451 0.00016567210222541884
leaf_weight=0.0010313139435723885 0.001090960080155255 0.0010123634647953633 0.0016583820399711366 0.0014894973916087855 0.0013613597557008963 0.0013862784407703138 0.0014105678078490322 0.0010446621512159903 0.0013988886440033143 0.0010045324263501243 0.0010305973121324669 0.0016652178213641539 0.0012584823210385898 0.0012591527114663437 0.0018735744481454949 0.0013301288786046264 0.0010358221413798024 0.001078052891958948 0.001044934971206197
leaf_count=592 306 465 167 138 171 79 95 364 262 24 70 232 72 101 169 169 213 72 149
internal_value=0 2.96264e-05 7.06755e-05 0.000109162 3.05724e-05 0.000424473 0.000680658 -3.10278e-05 1.59768e-05 -4.39995e-05 1.12777e-05 -7.86301e-05 -0.000438025 -0.000113693 0.000159154 -2.33028e-05 0.0003814 0.000530581 0.000466331
internal_weight=0 0.0244335 0.0234211 0.0223301 0.0178749 0.00445523 0.00306895 0.0165135 0.015024 0.0136252 0.0125805 0.010505 0.00418285 0.00251764 0.00632211 0.00423953 0.00236595 0.00208259 0.00207553
internal_count=3910 3318 2853 2547 2206 341 262 2035 1897 1635 1271 1052 405 173 647 551 382 96 219
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=21
num_cat=0
split_feature=1213 133 38 13 160 474 133 12 0 1374 457 151 0 42 49 43 0 12 160 1
split_gain=0.000394924 0.000350002 0.000257919 0.000413461 0.000322655 0.0003081 0.000276039 0.000270384 0.000241074 0.000191546 0.000210543 0.000204585 0.000312149 0.000250482 0.000247051 0.00026921 0.000167658 0.000128618 0.000120452 9.15356e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 1.0000000180025095e-35 -0.45122499999999993 -1.0000000180025095e-35 0.085165000000000018 -0.069944999999999993 -0.083349999999999994 -0.037619999999999994 -0.088294999999999985 0.088550000000000004 -0.0017399999999999998 -0.15137999999999999 -0.10770999999999999 0.090445000000000011 -0.074254999999999988 -0.14012999999999998 0.094045000000000004 -0.089804999999999982 0.095575000000000007
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 8 -6 -8 18 -9 11 12 -11 -13 15 17 -17 -15 -5 -18
right_child=1 -3 -4 4 6 -7 7 9 -10 10 -12 13 -14 14 -16 16 19 -19 -20 -21
leaf_value=-0.001063457970728852 0.0011360870383557134 -0.00097023629127917013 -0.00075082385211606333 -0.0005651119486783598 -0.00067318697554280863 0.00033119428410132638 0.0010788479326031366 -0.00052149597578532241 5.982395600413069e-05 -0.001025067270911276 0.00094836918077794341 -0.00055761889494464255 0.00033073412702514123 0.00096804744448416398 0.0011320854722024639 0.0005445989495565048 -0.00051353450975438492 0.00026764116707639389 -0.0013468693575284464 5.1274934063911128e-05
leaf_weight=0.0010491551831675145 0.0011316067548123162 0.0010224668110913352 0.0011059428970888732 0.0013119929567622646 0.0010888212360157289 0.0014970182164180841 0.0010685429446531261 0.0011166963422377654 0.0011091371100044869 0.0010151286716562069 0.0011293844416826468 0.0010088850717117929 0.0010444377912621353 0.001698360016320199 0.0010956493666134373 0.0012086176253898176 0.0016050991785098081 0.0014939360719345984 0.001097110153435811 0.0018989343009611932
leaf_count=592 74 465 88 396 349 221 155 36 80 38 86 63 168 183 115 67 202 73 289 170
internal_value=0 2.71821e-05 7.01669e-05 0.000110308 5.62876e-05 -0.000330378 0.000174013 0.000233976 -0.000611878 0.000170911 0.000229494 0.000162224 -0.00033752 0.000265052 0.000357266 0.000249874 -1.45766e-05 0.00064027 -0.000921126 -0.000207448
internal_weight=0 0.0247478 0.0237253 0.0226194 0.0214878 0.00501526 0.0164725 0.0153837 0.00351824 0.0143151 0.0131984 0.012069 0.00205957 0.0100095 0.0090006 0.00790495 0.00471265 0.0031923 0.0024091 0.00350403
internal_count=3910 3318 2853 2765 2691 986 1705 1356 765 1201 1165 1079 206 873 810 695 439 256 685 372
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=14
num_cat=0
split_feature=4 158 156 133 0 42 43 3 4 4 12 2 15
split_gain=5.83468e-05 0.00013216 7.66045e-05 8.90855e-05 0.000111057 0.000139002 0.000125756 0.000196395 0.000116639 0.000171999 9.75354e-05 9.54789e-05 6.09897e-05
threshold=0.28937500000000005 0.084965000000000027 0.085790000000000019 0.099765000000000006 -0.017269999999999997 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.0057500000000000008 0.055260000000000011 0.080120000000000011 0.091250000000000012 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 11 -10 -6 -8 -2
right_child=12 -3 -4 -5 10 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0023933346685510669 -7.7839689973002558e-05 -0.0029712674469528464 -0.0018499582804743495 -0.0020820819466060296 0.0034223169616151442 -0.0004321897585379514 -0.0032618461451865378 0.0039878741378649961 0.0024845801186991717 -0.001632737753868351 0.00029068718624693658 2.6415275651674647e-05 0.0021428728045376723
leaf_weight=0.001338181797526438 0.0016474711015165046 0.0010238703687578407 0.0012957404383985164 0.0010065444636054932 0.0012474822613800377 0.0012414466264173279 0.0011674471810286307 0.0012868556878146463 0.0015305787543470478 0.0010933095905880652 0.0012530927122964552 0.0010581176656129787 0.0014718920024323649
leaf_count=700 209 348 449 518 85 400 393 181 65 94 98 153 217
internal_value=0 -0.000224938 -1.69394e-05 0.000177375 0.000380134 -4.24239e-05 0.000383986 0.00181754 -0.000363407 0.000768995 0.00185299 -0.00169848 0.000970018
internal_weight=0 0.0145427 0.0135188 0.0122231 0.0112165 0.00871594 0.00737776 0.0025283 0.00484945 0.00262389 0.00250057 0.00222556 0.00311936
internal_count=3910 3484 3136 2687 2169 1986 1286 581 705 159 183 546 426
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 124 4 457 1 12 148 1 2 49 0 3 13 13 47 4 12 15
split_gain=0.00045293 0.000318189 0.000316085 0.000228706 0.000255254 0.000206576 0.000243677 0.000329907 0.000303812 0.000174432 0.000372513 0.00028139 0.000233386 0.000340331 0.000244706 0.000222949 0.000152087 0.000282898 0.000129093 3.6564e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.10385500000000002 -0.49837999999999999 0.090920000000000015 0.13662500000000002 0.11655500000000001 -1.0000000180025095e-35 0.10521500000000002 0.10679500000000001 -0.084934999999999997 -0.070894999999999986 0.086245000000000016 -1.0000000180025095e-35 -0.083514999999999992 0.082465000000000024 0.25367000000000006 0.088375000000000023 -0.042544999999999993
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 -6 10 11 -10 13 15 -14 -13 18 -18 -11 -17
right_child=1 2 3 -5 5 -7 -8 -9 9 16 -12 12 14 -15 -16 19 17 -19 -20 -21
leaf_value=-0.0009885370888318356 -0.00076995396104718647 -0.0007659790194632708 -0.00052336003270139113 0.000748103258161216 -0.00058985774993276839 0.00074772084719935082 0.00070695931468212579 -0.0007711486891124245 -0.00050025064422776699 0.00083832074591603037 -0.00062188243608078046 0.00031681268205446865 0.0011151494038083496 0.00081784757360444152 0.00015368321003686661 -0.00029482204349090633 -0.00040442004132837942 0.00059667366795614009 0.00016048955411071726 -0.00071254894744698612
leaf_weight=0.0011028487999214581 0.0011552448572754856 0.0010595767724090868 0.001651560572408498 0.0012234237375464965 0.0014848936494596945 0.001140812716419525 0.0013419192014494158 0.0011665623389545193 0.0013064428448887333 0.0019214865805506623 0.0017807311144367186 0.0013077300841594303 0.00132351647388676 0.0010853681188459641 0.0012123605213898584 0.0010008799954171416 0.001356045830442465 0.0013429744597859283 0.0010324809800046353 0.0010026002586514997
leaf_count=592 332 68 157 47 109 116 188 99 102 212 206 392 111 32 59 292 88 41 77 590
internal_value=0 2.31386e-05 6.01704e-05 9.71342e-05 6.16725e-05 0.00010811 7.10066e-05 2.44341e-05 7.85269e-05 0.000141853 1.93392e-05 0.000157931 0.000281967 6.65263e-05 0.000655488 -0.000179746 0.000359001 9.37027e-05 0.000601403 -0.000503865
internal_weight=0 0.0258966 0.0247414 0.0236818 0.0224584 0.0208068 0.019666 0.0183241 0.0171575 0.0156726 0.0100196 0.0082389 0.00693246 0.00439658 0.00253588 0.00331121 0.00565299 0.00269902 0.00295397 0.00200348
internal_count=3910 3318 2986 2918 2871 2714 2598 2410 2311 2202 1784 1578 1476 1306 170 1274 418 129 289 882
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=13
num_cat=0
split_feature=124 4 131 13 47 51 49 12 43 3 2 4
split_gain=5.90551e-05 0.000154648 8.90389e-05 0.000140062 0.00010445 0.000109455 0.00012539 0.000152445 0.000152383 0.000106133 9.76292e-05 8.07356e-05
threshold=0.0049200000000000008 -0.49837999999999999 0.092460000000000014 -0.090744999999999978 0.10621500000000002 0.08955500000000001 -0.084934999999999997 0.085465000000000013 -0.078644999999999979 0.086245000000000016 0.097940000000000013 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -5 8 -8 -10 -3 -9
right_child=-2 2 -4 4 -6 -7 7 11 9 -11 -12 -13
leaf_value=-0.0027237048937359307 0.0017063626000766168 0.00010275848331578324 -0.002030200836533057 -0.0016749812825449903 -0.0024253839693621046 -0.0015563364640619958 0.0039845882218229722 -0.0020645169716180904 -0.00058107391780320755 0.0019570300108120754 0.0025800693928121595 0.00075314128518631069
leaf_weight=0.0011375116536726489 0.0010108858289234945 0.0015095827299708075 0.0010084944481486479 0.0013009253676880845 0.0010124077723546948 0.0018672483009753394 0.0010685039912655342 0.0011995163032684445 0.0015865451143813021 0.0019956280629553902 0.0019635078115318762 0.0010006937030794093
leaf_count=173 91 341 409 124 143 288 353 1101 313 117 219 238
internal_value=0 -0.000116918 7.4227e-05 0.000220547 -0.00018331 4.32478e-05 0.000409647 0.000805501 0.00155701 0.000832903 0.0015033 -0.000782997
internal_weight=0 0.0166506 0.0155131 0.0145046 0.0110315 0.0100191 0.00815181 0.00685089 0.00465068 0.00358217 0.00347309 0.00220021
internal_count=3910 3819 3646 3237 2677 2534 2246 2122 783 430 560 1339
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=14
num_cat=0
split_feature=484 160 42 41 48 160 52 0 0 47 0 2 0
split_gain=5.88257e-05 6.92e-05 9.38561e-05 8.91803e-05 0.000112367 0.000118477 0.000127979 0.00017946 0.000188846 0.000120092 0.000132648 0.000182764 6.37875e-05
threshold=-0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.075585000000000013 -1.0000000180025095e-35 0.091575000000000017 0.10701500000000001 0.047345000000000005 -0.060094999999999989 0.09252500000000001 -0.15137999999999999 0.092635000000000009 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 -4 6 7 8 9 10 -6 -12 -3
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0017035396787482349 -0.0016371114029812143 -0.0026890310453498035 -0.0011811526820367055 -0.0017499771125514831 -0.00029004548743269106 -0.0011379147460959379 0.0038423698056809005 -0.0018291738702287783 0.004668880871358352 -0.0015396508190707444 0.00098627394399004756 0.0051576351391259805 7.313114767040176e-05
leaf_weight=0.0012036177984474398 0.001306975675958953 0.0010364798288238219 0.001695440101730534 0.0010052277825565179 0.0016598869530822504 0.0013797739506004056 0.0011375108706713766 0.0011959858429171633 0.0010069563771246551 0.0010073953568284361 0.0017805583647429804 0.0010492978852655946 0.0010660348133480499
leaf_count=612 497 847 159 131 63 149 118 163 179 119 609 208 56
internal_value=0 0.000112655 0.000264906 0.000517741 0.000709096 0.00102276 0.0013601 0.000993396 0.00151242 0.00093422 0.0014893 0.002533 -0.00128854
internal_weight=0 0.0163275 0.0150205 0.012918 0.0119128 0.0102174 0.00883759 0.00770008 0.00650409 0.00549714 0.00448974 0.00282986 0.00210251
internal_count=3910 3298 2801 1898 1767 1608 1459 1341 1178 999 880 817 903
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=12
num_cat=0
split_feature=1 0 15 16 2 3 4 48 2 12 16
split_gain=6.45546e-05 0.00018715 0.000103018 9.85191e-05 7.74026e-05 7.32571e-05 0.00011996 0.000179682 0.000132906 0.00011007 0.000100903
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.20277000000000003 0.12918000000000002 0.11265500000000002 0.0057500000000000008 0.085875000000000021 1.0000000180025095e-35 0.10333000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 10 9 -8 -2
right_child=4 2 -4 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0028332240941815134 0.0015279899122508103 -0.0018221446554713618 0.0019245028449476694 0.00074093087876775441 0.001769017985836508 -0.0011439410858549339 -0.00085017299462460615 -0.0029420687366244003 0.0026057614206511362 0.0016705540862202068 -0.0012994154317563858
leaf_weight=0.0013762031706834399 0.0015065050343439411 0.0014587163123294371 0.0010929322023857935 0.0014001477359209119 0.0014461961200206109 0.0019441281954938874 0.001921059922071559 0.0011041987618972404 0.0016876154106342731 0.0014466465881965984 0.001000695633963825
leaf_count=1009 502 227 571 201 271 166 199 174 182 62 346
internal_value=0 -0.000641201 0.000122165 -0.000566861 0.000271074 6.69126e-05 0.000338533 -0.000622203 0.00102486 0.000232641 0.000399491
internal_weight=0 0.005328 0.0039518 0.00285886 0.012057 0.0106108 0.00866672 0.0036114 0.00505532 0.00336771 0.0025072
internal_count=3910 2008 999 428 1902 1631 1465 1022 443 261 848
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=13
num_cat=0
split_feature=150 3 151 151 4 15 133 160 2 16 52 0
split_gain=5.48948e-05 0.000136247 0.000177112 0.000133565 0.000150869 8.19769e-05 7.57751e-05 0.000252166 0.000120629 0.000188164 0.000119077 0.000106652
threshold=0.077110000000000012 0.096385000000000012 -0.077449999999999977 -0.030624999999999996 0.40359500000000004 -0.10981499999999998 -0.036599999999999987 -1.0000000180025095e-35 0.10113500000000002 -0.15168999999999996 0.10062000000000001 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 -8 9 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 10 11 -12 -13
leaf_value=-0.0024945383183090685 0.001550599872918551 0.0029293654773552774 -0.0018333093553558005 -0.0020575809538978733 0.0020244260329808678 0.0016974265346665972 -0.0031053055624200689 0.0034985560239246365 -0.0026319130053541143 -0.0016664351712009622 0.00066405020119621975 0.0011070731250525522
leaf_weight=0.0012270583133407393 0.0016968527695500682 0.0010608796949501675 0.0015049100360871375 0.0012435550101074456 0.0016277730074562404 0.0010759986339405085 0.0013928001698408458 0.001125221458832374 0.0011917505853710486 0.0011471922952738349 0.0010751325442509563 0.0018974020831787237
leaf_count=314 252 104 167 243 289 573 630 57 279 739 67 196
internal_value=0 0.000699068 -3.99236e-05 -0.000239939 -5.02689e-06 -0.000330524 -8.93596e-05 -0.000334915 0.000264553 0.00098937 -0.00106871 6.20251e-05
internal_weight=0 0.00426264 0.00320176 0.0130039 0.0117768 0.0101491 0.0089055 0.0078295 0.0064367 0.00416982 0.00226688 0.00304459
internal_count=3910 523 419 3387 3073 2784 2541 1968 1338 992 346 935
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=19
num_cat=0
split_feature=133 133 38 41 3 3 457 4 160 157 42 2 2 15 43 16 12 49
split_gain=0.000269635 0.000261912 0.00017038 0.000209018 0.000219865 0.000226848 0.000234483 0.000200901 0.000175712 0.000272163 0.000219029 0.000226939 0.000315816 0.000173816 0.000165184 0.000161346 0.000143027 0.000273478
threshold=0.10681500000000001 0.091290000000000024 1.0000000180025095e-35 0.079885000000000025 -0.12008499999999998 0.16699000000000003 -0.0015249999999999997 -0.23071499999999998 -1.0000000180025095e-35 -0.063554999999999987 -1.0000000180025095e-35 0.11230000000000001 0.099015000000000006 -0.095799999999999982 -0.083094999999999988 -0.088734999999999994 0.080120000000000011 -0.029304999999999998
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 9 -9 -10 12 13 -12 -15 -16 -1 -18
right_child=-2 -3 -4 -5 5 -7 7 8 10 -11 11 -13 -14 14 15 -17 17 -19
leaf_value=0.00090009145618792251 -0.00078047196235283309 0.00071145293992604835 -0.00060494300471655726 -0.00061307240974140757 -0.00070938456820935801 0.00066995082131780619 -0.00055279975541680764 0.00030896128388106575 -0.00036686024034053637 -0.00065003255131385615 -0.00023502440716851875 -0.0003843635985151189 0.0011408526212099135 0.00093266925980509509 0.00063196655427335321 -0.00010441534359050859 0.00085086282602281609 -0.00017384093832957911
leaf_weight=0.0010067130951192339 0.0010174660923925492 0.0012835534894465933 0.0010833174922829083 0.0011610599254855405 0.0012433420915111378 0.0010711764016825753 0.0014424113378331783 0.0011728369340535429 0.0015377579099307417 0.0017824300700428385 0.0014199020716378317 0.0010739958593162062 0.0010923049509378724 0.0010166462633895961 0.0012374936925247907 0.0016724124958491693 0.0010037288530380106 0.0016393776531301585
leaf_count=59 545 209 89 138 257 150 136 200 599 447 97 137 90 84 154 287 33 199
internal_value=0 3.28816e-05 -7.33576e-06 2.41317e-05 6.22428e-05 -1.69317e-05 -6.70131e-05 -7.62311e-06 5.78761e-05 -0.000269443 0.000164756 0.00027357 0.000383315 0.000228546 0.000396181 0.000208745 0.000404178 0.000215294
internal_weight=0 0.0229405 0.0216569 0.0205736 0.0194125 0.0157627 0.0146915 0.0134482 0.0120058 0.00295527 0.00905051 0.00751276 0.00643876 0.00534645 0.00392655 0.00290991 0.00364982 0.00264311
internal_count=3910 3365 3156 3067 2929 2638 2488 2231 2095 647 1448 849 712 622 525 441 291 232
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=13
num_cat=0
split_feature=1 0 15 159 14 49 0 47 52 4 16 1
split_gain=5.52034e-05 0.000155307 9.0242e-05 7.97767e-05 0.000104098 0.000143841 0.00015231 0.000195425 0.000168846 0.000154113 7.84244e-05 5.67639e-06
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.073745000000000019 -0.075274999999999995 0.079765000000000016 -0.087899999999999992 0.09252500000000001 -0.0066199999999999991 0.070230000000000015 0.20277000000000003 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -2 6 7 8 -6 -8 -3 -10
right_child=3 2 -4 -5 5 -7 9 -9 11 -11 -12 -13
leaf_value=-0.0027660457597518187 -0.0021987730312206153 -0.0017846502771821109 0.0018986107840311779 0.0018763827650163235 -8.6140576601164193e-05 0.0025357012225382561 -0.002968517767160389 -0.0019373446227628601 0.003349390209095195 0.00029480425479917272 0.00065500903732679206 0.0025730052706309349
leaf_weight=0.0013579109867632539 0.0010029039294017642 0.0014337159745220675 0.0010902537238878796 0.0014534435698828818 0.0018919203119949768 0.0013101881736216773 0.0015709572579702749 0.0011594260566698406 0.0010035646067108077 0.0015349730531340347 0.001394361663901153 0.0010173724534461616
leaf_count=1009 105 227 571 380 134 133 722 101 96 86 201 145
internal_value=0 -0.000631404 0.000108364 0.000268173 4.53752e-05 0.000282577 -7.83842e-05 0.000703796 0.0014864 -0.00135576 -0.000581795 0.00295855
internal_weight=0 0.00527624 0.00391833 0.0119447 0.0104913 0.0094884 0.00817821 0.00507228 0.00391286 0.00310593 0.00282808 0.00202094
internal_count=3910 2008 999 1902 1522 1417 1284 476 375 808 428 241
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=13
num_cat=0
split_feature=48 48 51 1 0 48 160 49 2 3 0 1
split_gain=5.64222e-05 9.15609e-05 0.000117197 0.000117283 0.000188203 0.000124268 0.00014925 0.000244889 0.000105825 0.000121617 5.39416e-05 3.84455e-05
threshold=0.12862000000000004 0.097140000000000018 0.10680500000000001 0.11235500000000002 -0.10303999999999998 -0.065359999999999988 0.084835000000000008 -0.00064499999999999985 0.10113500000000002 -0.075954999999999981 -0.079379999999999992 0.13662500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 9 -9 -11 -6
right_child=-2 -3 -4 4 11 6 -8 8 -10 10 -12 -13
leaf_value=0.0022464684163487746 -0.0017536383930592417 0.001900463936819706 -0.0026779960281792538 0.0039627275837480448 -0.0010324552214818106 -0.0046242686180388553 0.0012959473401740708 -0.0015628499521496326 -0.0021011354067362615 0.00031920201891674332 0.0026896377274129254 0.001097037539805045
leaf_weight=0.0010629418885613725 0.0010888552724971764 0.0016166342650270052 0.0010214245623204445 0.0011683378749713057 0.0010948686862772916 0.0010864053932112053 0.0019903539966929819 0.0015492999112302281 0.0018509049138596516 0.0015210558152068294 0.0010002316840887577 0.0010382532420481171
leaf_count=159 123 250 211 120 203 263 357 1364 370 204 163 123
internal_value=0 0.000111512 -8.95488e-05 0.000108309 0.00140496 -0.00031717 -0.000620007 -0.00116417 -0.00052935 0.000185345 0.00125959 4.0316e-06
internal_weight=0 0.0160007 0.0143841 0.0133627 0.00330146 0.0100612 0.00899825 0.0070079 0.00592149 0.00407059 0.00252129 0.00213312
internal_count=3910 3787 3537 3326 446 2880 2721 2364 2101 1731 367 326
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=12
num_cat=0
split_feature=52 52 39 42 49 457 13 2 160 15 0
split_gain=5.57983e-05 9.33749e-05 9.87171e-05 0.000128649 0.000150017 0.00015315 0.000130676 0.000115335 0.000104332 0.000129805 3.89678e-05
threshold=-0.37613999999999997 -0.14859499999999998 0.085060000000000011 0.091735000000000025 -0.085174999999999987 0.069705000000000003 -0.083924999999999986 0.097940000000000013 -0.081299999999999983 -0.10071499999999999 -0.079879999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -8 -10 -11
right_child=1 2 -4 -5 5 -7 8 -9 9 10 -12
leaf_value=-0.0016755416579789526 0.0024466424284308778 -0.0024252992503704684 0.0017359665742354763 -0.0024375272550923523 -0.00049756884698936253 0.0024681379683615988 0.0010718945903014235 0.002849312328160894 1.5929620546298421e-05 -0.0040112826747112319 -0.0017843274184553915
leaf_weight=0.0012165770501589976 0.0010543224390554473 0.0014405725895774305 0.001787811899792653 0.0016004496474835974 0.0012352642416057422 0.0018463795511235457 0.0013639094735697233 0.0014802105536958349 0.0018734116987838274 0.0010549801483917746 0.0010018107015863148
leaf_count=413 182 152 344 588 539 193 310 134 189 563 303
internal_value=0 0.000122032 -4.48679e-05 -0.000291732 1.22764e-05 0.000368559 -0.000115439 0.00132682 -0.000855209 -0.00152398 -0.00292659
internal_weight=0 0.0157391 0.0146848 0.012897 0.0112965 0.00985597 0.00800959 0.00271547 0.00529411 0.0039302 0.00205679
internal_count=3910 3497 3315 2971 2383 2231 2038 673 1365 1055 866
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=18
num_cat=0
split_feature=14 38 124 484 3 3 42 15 157 3 12 3 3 1 0 15 4
split_gain=0.000177657 0.000169196 0.000294652 0.000181865 0.000193265 0.000200437 0.000191945 0.00019816 0.00019088 0.000201684 0.000162972 0.000234261 0.00014996 0.000196501 0.000251117 0.000164513 5.66369e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.100615 -0.078669999999999976 0.092145000000000019 -1.0000000180025095e-35 -0.074224999999999985 -0.074234999999999982 0.10058500000000002 0.14320000000000002 0.11818000000000002 0.094890000000000016 -0.23029999999999998 -0.041049999999999996 -0.15796999999999997
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 -5 -7 -10 11 12 13 14 -11 -15 -9
right_child=-2 -3 3 4 5 8 -8 16 9 10 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0007043354816635613 -0.00065810211458798204 -0.00063014040779263197 -0.00059763409012356572 0.00094518444667788159 -0.00061416207209430635 0.00066576930307885203 -0.00026430197315698814 0.00043362624370181762 0.0006307267731020989 0.00021541462586814226 -0.00070987973244297244 0.00065367873901561009 -0.00065587711615568947 0.00071209200690949771 -0.00083040774293873605 -0.00014203129238994235 -9.592161619843198e-05
leaf_weight=0.0017147741906181164 0.0010911851185475821 0.0010230893672795718 0.0013028599040730586 0.0015464405458059105 0.0015962559810264064 0.0010722011100625798 0.0011757738183455491 0.001122243694837266 0.0010058736057190773 0.0011137202636843941 0.0011878943944375209 0.0010727984958560366 0.001370144702670828 0.0012289005959778589 0.0013886484044136685 0.0011996004322436526 0.0010545909068113641
leaf_count=271 126 84 568 138 1304 104 56 108 231 33 230 126 53 102 208 69 99
internal_value=0 2.07588e-05 5.38029e-05 -6.69821e-06 3.82334e-05 -7.20214e-05 0.00031361 0.000496108 9.31444e-06 -6.42519e-05 -0.000145902 -5.50467e-05 -0.000175713 -4.22893e-05 -0.000364947 0.000290183 0.000177081
internal_weight=0 0.0211758 0.0201527 0.0184379 0.0171351 0.012236 0.00489905 0.00372328 0.0106398 0.00956758 0.00856171 0.00737381 0.00630101 0.00493087 0.00250237 0.0024285 0.00217683
internal_count=3910 3784 3700 3429 2861 2460 401 345 1156 1052 821 591 465 412 241 171 207
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=13
num_cat=0
split_feature=484 474 160 133 1 123 150 133 48 13 42 15
split_gain=5.74752e-05 7.02496e-05 9.6763e-05 0.000177027 0.000121372 0.000161226 0.000185492 0.000135476 0.000141308 0.000106931 0.000105621 0.000253772
threshold=-0.0043499999999999988 0.085165000000000018 -0.080734999999999987 -0.0023199999999999996 0.13662500000000002 1.0000000180025095e-35 0.11456000000000001 0.093845000000000026 0.10264000000000002 -0.083514999999999992 0.091230000000000019 -0.094924999999999995
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 -5 11 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0019996382152431746 -0.0021167591346395107 0.0024136996892508374 -0.0029857986648553596 0.0032282731372075941 0.0036991450758514289 0.0037592932113247979 -0.0036637476410798066 -0.0027521917196611854 -0.0020627924709803441 0.0024989976314562456 0.0029559603154482011 -0.0027760646444871186
leaf_weight=0.0011648601497453196 0.0016964015710432033 0.001090167453722409 0.0013170893411054716 0.0019140279185114522 0.0010012897770820513 0.0010573186199595236 0.0010936627601552127 0.0010334076405043857 0.0012150660805603231 0.0014860123512592674 0.0011866525621337942 0.001672834213428967
leaf_count=612 575 295 820 177 138 179 65 435 78 85 78 373
internal_value=0 0.000138637 -3.03856e-05 0.000242345 0.000606981 0.000316508 -6.26059e-05 0.000400304 0.000836155 0.00139888 0.000593106 -0.000294524
internal_weight=0 0.0157639 0.0146738 0.0129774 0.0116603 0.010659 0.00960166 0.008508 0.00747459 0.00625953 0.0043455 0.00315885
internal_count=3910 3298 3003 2428 1608 1470 1291 1226 791 713 536 458
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=12
num_cat=0
split_feature=3 11 156 1 0 13 52 52 1 4 2
split_gain=5.61946e-05 8.45363e-05 7.90588e-05 0.000108645 0.000183113 0.000122425 0.000193335 0.000155984 0.000122003 0.000111595 8.50964e-05
threshold=-0.22254999999999997 0.081130000000000022 0.088855000000000003 1.0000000180025095e-35 -0.084074999999999997 -0.00059999999999999995 -0.0093349999999999978 0.0033900000000000002 0.11215000000000001 0.0057500000000000008 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 9 -7 -6
right_child=1 -3 -4 5 10 7 -8 -9 -10 -11 -12
leaf_value=0.0016250636016503818 -0.0036935862840355238 -0.0023951963995142095 -0.0021293997933994756 0.0040098631424351303 0.0011419474711260686 -0.0014277128505442729 9.109620726669908e-05 0.0023357710570823583 -0.0022993407344324914 0.00186004306648991 -0.0017357309506622256
leaf_weight=0.0012754800686493551 0.0011251813799473026 0.0010164517892770905 0.0010411776545394312 0.00153980242191867 0.0019281857514171241 0.0012387736921916507 0.0017693981557331704 0.0014095450448635694 0.0019161392627961502 0.0014839153104254654 0.0010315391799075469
leaf_count=163 943 130 333 297 636 183 665 98 117 80 265
internal_value=0 -0.000140812 1.73994e-05 0.000183678 -0.000916678 0.000664022 0.00191454 -2.01623e-05 -0.000736032 0.000364174 0.000139004
internal_weight=0 0.0155001 0.0144837 0.0134425 0.00408491 0.00935757 0.0033092 0.00604837 0.00463883 0.00272269 0.00295972
internal_count=3910 3747 3617 3284 1844 1440 962 478 380 263 901
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=18
num_cat=0
split_feature=14 124 133 50 47 1 4 2 2 15 49 2 13 0 0 4 15
split_gain=0.000204129 0.000168431 0.000226989 0.000246123 0.000260528 0.000145563 0.000447689 0.000225203 0.000189774 0.000217223 0.000173244 0.000196697 0.000196509 0.000142161 0.000348405 0.000160862 0.000134681
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.11926500000000002 0.11235500000000002 0.24280000000000004 0.11230000000000001 0.10274500000000002 -0.10192499999999999 -0.085174999999999987 0.093070000000000014 -0.0030249999999999995 -0.10131499999999999 -0.073464999999999989 0.0057500000000000008 -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 7 -7 8 9 -1 -11 13 -13 15 -15 -12 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 16 10 11 12 -14 14 -16 -17 -18
leaf_value=-0.00056317812643112111 -0.00066582247423909477 0.00061975305538965642 -0.00069146375302289167 -0.00068977550147461119 -0.00070013127455481616 -8.6892606048015247e-05 0.0011218962566507584 -0.00045750911571237912 0.0010062342275957434 -0.00044186030859430937 0.00029335146506063558 0.00036809709869065603 -0.00055923133264361533 -0.00037977302829952919 0.00067891254291708525 0.0011706232679680325 0.00018550460201283107
leaf_weight=0.0012983292407136486 0.0011323394254841293 0.0012027026708310183 0.0011577718473459028 0.001122413739781127 0.0010297517453672347 0.0018147417119813852 0.0014076526275495311 0.0018710977945780036 0.0010093291193700726 0.0011504274566383728 0.0011221782149564118 0.0010466402785721529 0.0013588942914739 0.0015116042559080237 0.0017188006250930072 0.0010438788740696481 0.0010612748104694711
leaf_count=207 126 49 570 323 84 179 260 221 137 98 55 110 93 1109 135 35 119
internal_value=0 3.45451e-05 5.84296e-07 4.15325e-05 8.60349e-05 0.000132521 0.000441148 6.24479e-05 0.000141408 5.1688e-05 0.000140859 0.000226783 -0.000155754 0.000397303 0.000183522 0.000716131 0.000585575
internal_weight=0 0.0219275 0.0207248 0.019567 0.0184446 0.0174148 0.00322239 0.0141925 0.0123214 0.0102508 0.00895242 0.007802 0.00240553 0.00539646 0.0032304 0.00216606 0.0020706
internal_count=3910 3784 3735 3165 2842 2758 439 2319 2098 1842 1635 1537 203 1334 1244 90 256
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=13
num_cat=0
split_feature=52 1 12 1 52 3 42 159 4 3 1 3
split_gain=5.70669e-05 8.27072e-05 9.76748e-05 8.42012e-05 0.000117714 9.00723e-05 8.35188e-05 9.62341e-05 0.000137292 8.06013e-05 0.00019353 5.79227e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.11368000000000002 0.11401500000000002 0.11476000000000001 -1.0000000180025095e-35 0.090705000000000022 -0.084009999999999987 0.090325000000000003 0.095155000000000017 -0.079554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 8 -8 10 11 -10
right_child=1 -3 -4 5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.001726436201127141 -0.00195271290987643 0.0023789355110561228 -0.0024097081342773128 0.0034712168965274487 -0.0024761040752229162 -6.2945328397476396e-05 0.0027240429760242947 -0.0019082412199053144 -0.00057416155199427202 0.0015123861484484169 0.0018137656940764872 -0.0032653224912957434
leaf_weight=0.001261976018274282 0.0011334977758036954 0.001080795860603897 0.0011292440460129735 0.0010415674396744958 0.0013220417456393007 0.0010011376487295554 0.0019588941036318558 0.0010559981443926895 0.0010000255647474245 0.0019973201332152968 0.0014642609755306513 0.0013048668095167258
leaf_count=425 783 212 133 215 488 90 196 199 620 113 151 285
internal_value=0 0.000134164 -3.42148e-05 0.000167787 -0.000117856 0.00173911 0.000196591 0.000474023 0.00079966 0.00014594 -0.000578157 -0.00209771
internal_weight=0 0.0154897 0.0144089 0.0132796 0.0112369 0.00204271 0.00991486 0.00878137 0.00772537 0.00576647 0.00376915 0.00230489
internal_count=3910 3485 3273 3140 2835 305 2347 1564 1365 1169 1056 905
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=20
num_cat=0
split_feature=1213 1374 124 4 453 0 123 38 51 1 133 160 474 151 12 13 2 1 0
split_gain=0.000342897 0.0002718 0.000338434 0.000286083 0.00025865 0.000407098 0.000250508 0.000270769 0.000277738 0.000256776 0.000305014 0.000437455 0.000515665 0.000310552 0.000367427 0.00026089 0.000162641 7.98481e-05 0.000295481
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 -0.23029999999999998 0.085195000000000007 1.0000000180025095e-35 0.13881000000000002 0.12485500000000001 -0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 -0.084019999999999984 0.098845000000000016 -0.083514999999999992 0.092745000000000008 0.095575000000000007 -0.070894999999999986
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 -7 12 -12 -13 15 16 -15 18 -17
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.00089722228079211605 -0.0007340998070868277 -0.00061477123554572633 0.00084269251627117514 0.00078996453080564433 -0.0006961657658268788 0.00075083667949508797 0.00071440244888992973 -0.00080353457831707105 -0.00074106671606873477 0.00061303074861613954 -0.001261876862336129 -0.00071132153597438076 0.00019487807117507912 0.00037001457994533888 -0.00049565729721457862 -0.00068339608524541507 0.0011286860491136602 0.00038398455655758547 0.00038835664976971565
leaf_weight=0.0010510370765974162 0.0011311813376628779 0.0016756667007404814 0.0012902083770406211 0.0019315928315082288 0.0010650896457771166 0.0012385955998193395 0.0012394164290031691 0.0010302732486374691 0.0010848369475317523 0.0019898144210804625 0.0014613461434649097 0.0010866535710785394 0.0010303805952883854 0.0015754996773033559 0.0016033571583330131 0.0011362897062613354 0.0012684901717538999 0.0014294668012782286 0.001463905820793714
leaf_count=592 68 170 48 105 97 359 207 79 123 163 541 133 159 130 206 407 77 124 122
internal_value=0 2.17316e-05 5.64857e-05 1.29704e-05 6.159e-05 0.000100826 2.94066e-05 -1.93893e-05 2.99663e-05 8.46939e-05 5.61357e-06 -7.09522e-05 -0.000659479 8.23831e-05 0.000184127 0.000342694 0.000708401 8.45914e-05 -8.00011e-05
internal_weight=0 0.0257321 0.0246009 0.0233107 0.021635 0.0205699 0.0186383 0.0173989 0.0163686 0.0152838 0.013294 0.0120554 0.00249173 0.00956366 0.00847701 0.00687365 0.00284399 0.00402966 0.0026002
internal_count=3910 3318 3250 3202 3032 2935 2830 2623 2544 2421 2258 1899 700 1199 1066 860 207 653 529
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=18
num_cat=0
split_feature=4 14 11 3 43 0 43 47 39 3 52 0 16 0 15 151 3
split_gain=0.000191716 0.000171746 0.000239314 0.000254601 0.000304102 0.000182486 0.000309844 0.000253428 0.000203209 0.00028708 0.000196938 0.000184495 0.000179939 0.000166848 0.000188812 0.000158954 0.000103177
threshold=0.50657000000000008 0.077685000000000018 0.088315000000000018 -0.12008499999999998 0.083940000000000015 -0.10575999999999998 -0.049504999999999987 0.078345000000000012 0.005105000000000001 0.13772500000000001 -0.085924999999999987 -0.032484999999999993 0.057390000000000004 -0.070894999999999986 -0.089594999999999994 -0.051109999999999996 0.097615000000000021
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 12 6 -5 15 9 11 -10 13 -1 14 -7 -8 -17
right_child=-2 -3 -4 5 -6 8 7 -9 10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0010866926285441677 0.00062776956568346223 -0.00059488858872124158 -0.00067567578043766776 0.00079489537712157192 -0.00022221578080949817 -0.00010625720292355132 0.00062586040176010218 -0.0005490386122067514 -0.00027507232785384098 0.0002896252803217033 0.00053252894124790513 -0.001055506777677546 0.00025058263801624629 1.1711647908526281e-05 -0.00094835573931543939 -0.00024163344261769463 0.00025605563269401278
leaf_weight=0.0012772556604807505 0.0010186004495567882 0.0011340780589878243 0.0011022844673416179 0.0012847849981426629 0.0011462737429326353 0.0010106402317081342 0.001203075954196775 0.0014581345215617797 0.0012331932323984829 0.0013320739037820523 0.001451774594067346 0.001005277641242126 0.0010241747938941614 0.0016974602654313488 0.0014059081989171753 0.0018664257487394391 0.0018137814703221289
leaf_count=100 213 126 111 133 31 339 78 95 85 73 132 131 78 369 1626 111 79
internal_value=0 -3.13913e-05 -1.40661e-06 3.53686e-05 0.000403139 -4.02741e-05 0.000129434 -5.38941e-06 -0.000181932 -0.000324906 0.000161601 -0.000484811 0.00071461 -0.000345359 -0.000596176 0.000156943 3.65145e-06
internal_weight=0 0.0224466 0.0213125 0.0202102 0.0034477 0.0167625 0.0076262 0.00634142 0.00913633 0.00645136 0.00268497 0.00511929 0.00230143 0.00411401 0.00241655 0.00488328 0.00368021
internal_count=3910 3697 3571 3460 209 3251 496 363 2755 2538 217 2465 178 2334 1965 268 190
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=19
num_cat=0
split_feature=133 38 3 48 50 3 0 124 15 457 15 43 0 0 1 1 15 4
split_gain=0.000340497 0.00023232 0.000338186 0.000311163 0.000252125 0.000267006 0.000235394 0.000215738 0.000210201 0.000174489 0.000182174 0.000143529 0.000192399 0.000341383 0.000132667 0.00013189 0.000106345 3.48182e-05
threshold=0.10681500000000001 1.0000000180025095e-35 0.16699000000000003 0.12649500000000002 0.086465000000000014 -0.13927999999999999 -0.10575999999999998 -0.073304999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095799999999999982 0.070805000000000021 -0.053834999999999994 -0.070894999999999986 0.10561500000000001 0.090740000000000015 -0.017214999999999998 0.0014600000000000001
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 9 -8 -1 -7 14 12 13 17 -11 -12 -14 -9
right_child=-2 -3 -4 -5 -6 6 7 11 -10 10 15 -13 16 -15 -16 -17 -18 -19
leaf_value=0.00089632519595304872 -0.00085731858146581975 -0.00066116576236423198 0.00080209790750753005 -0.00072621627637665899 -0.00054604510890461861 -0.00030313453297958813 0.00044553473804335054 -0.0006897268573852226 9.0409263544021019e-05 -0.00023386992032476867 0.0003322188770140482 0.00021310817536338478 -0.0010294195144123987 0.00050726549044735982 0.0004382485349643587 0.0010490926849482192 -0.00039101894518729923 -0.0002926120598902871
leaf_weight=0.0016100529730160851 0.001044610100514611 0.001070462140749128 0.0013317198781002812 0.0012271891358186507 0.0014487443938399338 0.0010751018130780582 0.0012291602578740407 0.0010258816735006196 0.0013815915918271521 0.0013574223070080826 0.0012272661395924473 0.001295268671808061 0.0010597144985255158 0.0012758126848398388 0.0013415625654603427 0.0011348783402847507 0.001380423352532315 0.0010034002258805137
leaf_count=112 545 91 157 93 525 71 149 956 169 106 65 185 88 157 41 89 129 182
internal_value=0 2.79439e-05 6.24059e-05 1.3333e-05 6.14893e-05 0.00011208 2.65089e-05 -0.000140393 0.00052414 0.000251439 0.000369244 -0.000242687 -0.000345447 -0.00010711 0.000100215 0.000676637 -0.000668267 -0.000493369
internal_weight=0 0.0224757 0.0214052 0.0200735 0.0188463 0.0173975 0.0144059 0.00826966 0.00299164 0.00613623 0.00506113 0.0070405 0.00574523 0.00330509 0.00269898 0.00236214 0.00244014 0.00202928
internal_count=3910 3365 3274 3117 3024 2499 2218 1846 281 372 301 1697 1512 1295 147 154 217 1138
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=19
num_cat=0
split_feature=14 38 124 484 3 0 43 0 11 13 49 47 1375 457 43 3 4 16
split_gain=0.00016879 0.000152004 0.000290748 0.00018204 0.000219092 0.00022653 0.000314811 0.000258913 0.000199683 0.000201458 0.000158478 0.000118298 0.000165701 0.000199198 0.000140352 0.000119063 0.000177241 0.000110111
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.12008499999999998 -0.053834999999999994 0.088185000000000013 -0.017269999999999997 0.081565000000000012 0.10153000000000002 -0.091004999999999989 0.09252500000000001 -0.096734999999999988 0.018630000000000004 -0.0070849999999999993 -0.0026499999999999996 0.08734500000000002 -0.083564999999999987
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 10 7 -7 9 -5 -6 12 -12 15 -13 17 -17 -14
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 11 14 13 -15 -16 16 -18 -19
leaf_value=0.00066021459690110873 -0.00062571148596393504 -0.00058170734733481249 -0.00056665121444124953 0.0010195614933911461 -0.00049299952744638056 -0.0013140147737222992 0.00029962491725318868 -0.00023546343484123606 -0.00013591985943815026 0.00011921850062148434 -0.00038189898511878465 0.00021557912105173472 0.0002862699217250322 0.00097116348034301237 -0.00062890247396282112 0.00072711394434087193 -4.4506114527259967e-05 -0.00043301855065594399
leaf_weight=0.0018727129127816431 0.0010784252818794018 0.0010164354079449925 0.001379565636329654 0.0014919350344584316 0.001186359064497597 0.0011056689103408086 0.0010810242725852737 0.001201843799859755 0.00131827398334039 0.0011300807038838734 0.0010040156189178315 0.001004920391260905 0.0010537082219096582 0.0010239059236551995 0.0010322682661302457 0.0018038758272631594 0.0013441296651671847 0.0011534136659646227
leaf_count=271 126 84 568 78 112 154 35 136 148 61 61 111 626 120 84 76 86 973
internal_value=0 2.59239e-05 5.50737e-05 -3.59857e-06 3.97106e-05 -5.46219e-05 -0.000416685 -0.000752263 0.000374761 0.000631516 6.10482e-05 0.000130823 0.000225509 0.000321111 -0.00021233 0.00019682 0.000397649 -8.9621e-05
internal_weight=0 0.0222041 0.0211877 0.019315 0.0179354 0.0139951 0.00338854 0.00230751 0.00394029 0.00262202 0.0106066 0.00942024 0.00738305 0.00637903 0.00203719 0.00535513 0.00314801 0.00220712
internal_count=3910 3784 3700 3429 2861 2574 325 290 287 139 2249 2137 1942 1881 195 1761 162 1599
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=13
num_cat=0
split_feature=484 474 160 133 1 48 133 2 2 16 49 0
split_gain=5.4573e-05 6.52125e-05 8.50293e-05 0.00014861 0.000109176 0.000130899 7.91309e-05 0.000125573 0.000181249 0.000111937 8.81239e-05 0.00014845
threshold=-0.0043499999999999988 0.085165000000000018 -0.080734999999999987 -0.0023199999999999996 0.13662500000000002 -1.0000000180025095e-35 0.099765000000000006 0.11203000000000002 0.098195000000000018 -0.11180499999999999 -0.047894999999999993 -0.06402999999999999
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 -7 -11 -12
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 11 -13
leaf_value=-0.0020199471816737449 -0.0020517685173005672 0.0023964899350192429 -0.0028279251679450075 -0.0026558920609387774 0.0036288328248056485 0.0029403996481927532 -0.0018317649880824425 -0.001523626224676639 0.0043986503235517024 0.0018051364120961269 -0.0033754377205115643 0.0013530745082510742
leaf_weight=0.0011739870717442638 0.0017179996776654155 0.0011119348116564723 0.0013292298239551996 0.0012406102502174358 0.0010042249436319076 0.0014888148403471436 0.0010417257992852017 0.0015217692801795975 0.0015972087690807601 0.0013569462115577986 0.0013813004265864283 0.0011253893462319382
leaf_count=612 575 295 820 137 138 100 423 196 167 109 271 67
internal_value=0 0.000139237 -3.02919e-05 0.000235074 0.000581343 0.000296757 0.000681812 0.000990905 0.00154151 0.000688923 -0.000178662 -0.00125255
internal_weight=0 0.0159172 0.0148052 0.0130872 0.011758 0.0107538 0.00951315 0.00847143 0.00694966 0.00535245 0.00386364 0.00250669
internal_count=3910 3298 3003 2428 1608 1470 1333 910 714 547 447 338
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=12
num_cat=0
split_feature=52 52 2 39 48 13 49 0 2 13 12
split_gain=5.64678e-05 8.5558e-05 0.000241785 7.78617e-05 0.000105934 0.000122372 0.000129359 0.000121655 0.000157009 0.000115916 9.15813e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.091985000000000011 0.005105000000000001 -0.033554999999999995 -0.083924999999999986 0.082865000000000008 -0.10131499999999999 0.085885000000000017 0.10924000000000002 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 10 7 8 -7 -9 -6
right_child=1 3 -4 -5 5 6 -8 9 -10 -11 -12
leaf_value=-0.001500588914578056 -0.00056833551815423339 0.0018928748648471062 0.0041303165889770756 0.00135867448876452 0.0019604996205606763 0.0018069392208462827 0.0012884093723123347 -0.0049804711654874382 -0.0021191276391255617 -0.0014547845203904764 -0.00082977557084603379
leaf_weight=0.0015075030680918927 0.0017295181335119343 0.0011519796056041485 0.0012224212961721159 0.0018907821356260951 0.0015999548006537271 0.0010300187332452646 0.0010251028604267411 0.0011937229663807744 0.0018856144165675104 0.0012467630105067878 0.0014816005972977525
leaf_count=449 336 128 186 306 694 45 265 1170 102 119 110
internal_value=0 0.000139083 0.00137741 -0.000153226 -0.000422537 -0.000704411 -0.00134347 -0.00184719 -0.000732148 -0.00317932 0.000618945
internal_weight=0 0.0154575 0.00295194 0.0125055 0.0106148 0.00946278 0.00638122 0.00535612 0.00291563 0.00244049 0.00308156
internal_count=3910 3461 522 2939 2633 2505 1701 1436 147 1289 804
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=13
num_cat=0
split_feature=47 4 1 15 47 12 12 4 15 15 1 15
split_gain=5.58568e-05 9.06333e-05 0.000121708 8.51289e-05 0.000121397 0.000121382 0.000103968 0.000155787 0.000111658 0.00014655 0.000119703 1.3808e-05
threshold=0.13177500000000003 0.24280000000000004 0.11235500000000002 -0.10192499999999999 0.085165000000000018 0.098845000000000016 0.090840000000000018 -0.37626499999999991 0.05377500000000001 -0.0071449999999999994 0.092550000000000007 -0.13578499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 5 6 7 -5 9 10 -9 -3
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0024478188986576206 -0.0018335223910766816 0.00045163428318827466 0.0026900775930682142 -0.0033951405422214605 0.0024087390434241176 -0.0027693410421846605 0.0019642252052453246 -0.0021822702796002631 -0.0022155488464204128 0.0025637727933222141 0.0015933734407959912 -0.00093520855334263949
leaf_weight=0.0011295547040772362 0.0011066894577597122 0.0010239883964673346 0.0019907489885994554 0.0010584716492852454 0.0012824445546442279 0.0012701744749038226 0.0015796992000306417 0.0014097096360308021 0.001130246709271524 0.0018225365831956684 0.0010277447235889497 0.0010089185856485272
leaf_count=289 84 78 326 129 207 411 607 524 808 181 141 125
internal_value=0 0.000122005 0.00121138 -0.000252295 -1.7917e-05 -0.000352597 2.97558e-05 -0.000444119 0.000135368 0.000759106 -0.000590282 -0.000236647
internal_weight=0 0.0157342 0.00402366 0.0117106 0.010581 0.00929858 0.00802841 0.00644871 0.00539024 0.00425999 0.00243745 0.00203291
internal_count=3910 3826 529 3297 3008 2801 2390 1783 1654 846 665 203
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=12
num_cat=0
split_feature=124 4 47 52 151 39 13 51 48 43 1
split_gain=6.24281e-05 0.000115573 8.77134e-05 7.70023e-05 7.3627e-05 0.00011289 0.000160327 0.000152267 0.000124791 9.57208e-05 0.000121512
threshold=0.0049200000000000008 -0.49837999999999999 0.11771000000000002 0.10898500000000001 -0.084764999999999993 1.0000000180025095e-35 -0.10241499999999999 0.08955500000000001 0.085575000000000012 -0.083899999999999988 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 -8 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.0025786134533974268 0.0018664292566413548 -0.0010059029820455338 -0.0020599648995402978 -0.0012739710937757854 0.0024044446165316473 0.0031473022575995062 0.0016050645720947301 -0.0026705547451318216 0.0027406386864356814 -0.0024857778467784614 0.00048225093337566618
leaf_weight=0.0010809193876902398 0.001011263600374109 0.0017689228703999397 0.0010957653443079982 0.0017927401707448333 0.0019498830667732513 0.0010332255405523299 0.0013370192623105293 0.0011732432166029301 0.0011121592949503894 0.0015150292575012922 0.0018522265003875216
leaf_count=173 91 330 152 637 226 243 367 180 184 1101 226
internal_value=0 -0.000125993 5.52136e-05 0.000226461 0.000455549 0.000714774 0.000433625 -0.000116167 0.000399083 -0.000154495 -0.000853154
internal_weight=0 0.0157111 0.0146302 0.0135344 0.0117417 0.00997279 0.00893956 0.00698968 0.00581643 0.00470428 0.00336726
internal_count=3910 3819 3646 3494 2857 2527 2284 2058 1878 1694 1327
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=13
num_cat=0
split_feature=3 1 2 2 2 2 12 4 47 4 150 40
split_gain=5.64124e-05 7.04356e-05 0.000127639 0.000205609 0.000105148 9.05347e-05 7.50828e-05 0.000196364 0.000211454 0.000162055 0.000146991 6.89347e-05
threshold=-0.15464999999999998 0.085990000000000011 0.10393500000000001 0.097575000000000009 0.12918000000000002 0.087005000000000013 -1.0000000180025095e-35 -0.0040999999999999986 0.09252500000000001 0.41315500000000005 0.087235000000000021 -0.0057599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 11 -8 9 10 -9 -3
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0012596491743352884 0.00019611076525646271 -0.0002164271938184783 -0.003221031758192161 0.0027601520694571897 0.0022579187458696172 -0.0026606638319705105 -0.0034334786569472689 0.0038363606880239967 -0.0024259808508279692 -0.0014397865967714588 0.00028314126325668521 0.0026503237832472323
leaf_weight=0.0018889432197237961 0.001233876491347154 0.0010240181199160769 0.0011311880960694319 0.0010065991877302657 0.0013123488493096474 0.0014671615270929394 0.0011449408541796069 0.0013934658549519816 0.0014516465822829311 0.0011320709160833609 0.0014203824593206349 0.0010032876346934561
leaf_count=259 717 209 343 159 254 912 574 87 147 58 89 102
internal_value=0 -0.000167177 -0.000935531 -0.000238233 0.000209049 -0.00135564 -0.000104707 -0.000509702 0.000110494 0.00104363 0.00204276 0.00120229
internal_weight=0 0.014721 0.00483883 0.00370764 0.00988216 0.00270104 0.00856981 0.00654251 0.00539757 0.00394592 0.00281385 0.00202731
internal_count=3910 3651 2131 1788 1520 1629 1266 955 381 234 176 311
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=17
num_cat=0
split_feature=38 14 124 3 457 0 13 160 160 49 12 160 43 3 3 3
split_gain=0.000200562 0.000179676 0.000175554 0.000212047 0.000236899 0.000243427 0.00031287 0.000217662 0.000207118 0.000203309 0.000165319 0.000125907 0.00012617 0.000289004 0.000205976 0.000184966
threshold=1.0000000180025095e-35 0.077685000000000018 -0.048219999999999992 -0.12008499999999998 -0.0034949999999999994 -0.053834999999999994 -0.081864999999999979 -0.082969999999999988 0.090735000000000024 -0.024179999999999997 0.083325000000000024 0.069910000000000014 -0.070369999999999988 -0.078669999999999976 0.086245000000000016 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 7 -7 -6 11 -4 -11 12 13 -9 -14 -16
right_child=-2 -3 3 4 5 6 -8 8 -10 10 -12 -13 14 -15 15 -17
leaf_value=0.00056774473950574106 -0.00067750386514492118 -0.00065933019080964919 0.00098094082290663717 -0.00081326729352736746 -0.0005936434501258727 0.00020934583119634322 -0.00085012639858809275 -8.019947378996109e-05 -0.00041597020434276156 0.00060667728757251725 -0.0001761993350700751 0.00077662462126140762 -0.00043862351927398456 0.0010762885100531227 0.00079352145515255859 -0.00011240260107819079
leaf_weight=0.0017471614802028147 0.0011964207624634007 0.0010199669654328827 0.0010532233481408415 0.0011430616048841149 0.0011118426706453978 0.0013136163910674181 0.0019239340204893615 0.0011960452735279622 0.0013471701649904822 0.0012461409884512139 0.0019183611010178403 0.0012703916614031918 0.0016338587848406397 0.0012249833083426776 0.0012172596368411615 0.0013110050245847549
leaf_count=269 95 122 58 281 474 57 284 385 249 64 207 62 1044 104 60 95
internal_value=0 2.63404e-05 6.01946e-05 1.33025e-05 -8.1642e-05 -1.99234e-05 -0.000420252 0.000105757 0.000190274 0.000344058 0.000132088 0.000294268 0.000201184 0.000504956 2.44857e-05 0.000323764
internal_weight=0 0.021678 0.0206581 0.0189109 0.0146932 0.0135501 0.00323755 0.0103126 0.00920071 0.00421773 0.0031645 0.00785354 0.00658315 0.00242103 0.00416212 0.00252826
internal_count=3910 3815 3693 3424 3095 2814 341 2473 1999 329 271 1750 1688 489 1199 155
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=21
num_cat=0
split_feature=1213 1374 124 1456 133 38 47 14 43 16 2 4 1 47 14 16 16 48 1 15
split_gain=0.000419718 0.000279798 0.000283527 0.000244413 0.0002486 0.000265469 0.000295729 0.000278741 0.000228579 0.000322736 0.000209364 0.000198784 0.000280902 0.000214289 0.000257869 0.000181398 0.000174714 0.000160783 0.000192621 0.000105602
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.10385500000000002 -1.0000000180025095e-35 0.10064500000000001 1.0000000180025095e-35 0.11939500000000002 0.077685000000000018 -0.15648499999999999 0.15100500000000003 0.097940000000000013 -0.060264999999999992 1.0000000180025095e-35 0.09252500000000001 -0.45687499999999998 -0.084184999999999996 0.20277000000000003 0.085875000000000021 0.10982000000000001 -0.094924999999999995
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 7 8 16 11 -11 15 -13 14 -14 -10 -5 18 19 -16
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 12 13 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.00098661024729851214 -0.00076225963466615865 -0.00071884053386530699 0.00079311485885841574 0.00030885612482043983 -0.00062740725336482236 -0.00064579827635867168 -0.00060996139783072551 -0.00056959286183503276 0.00022999136788889133 -0.0008716221714809751 5.705972606352227e-05 -0.00042303012343345407 -0.00029733561317265395 -0.00031281144615435372 0.00083989055314864802 0.0010539985958915605 0.0011642335131613979 0.00018352887779188236 0.0012929173423377072 0.00017171565998521477
leaf_weight=0.001019996300937495 0.0010299029582665478 0.0010171558360934528 0.001199838591933163 0.001262652875145342 0.001193886812671084 0.0010794993865670391 0.0011676305878705042 0.0010716670557405763 0.0012337723866080522 0.0010367835042467263 0.0013178038252812663 0.001583521371193288 0.0010307226848238491 0.0011684182933756199 0.0011008059699202338 0.001323773458479568 0.0010416596768738628 0.0018469469529849292 0.001069479244153836 0.0011624233659745541
leaf_count=592 68 331 48 109 473 87 91 74 188 138 222 487 67 90 45 254 38 125 193 190
internal_value=0 2.60603e-05 6.15011e-05 2.10646e-05 5.74371e-05 9.93719e-05 0.000143047 0.000194016 0.000244597 0.000169705 -0.000351862 0.00027631 0.000167818 0.000294616 0.000408898 0.000656494 0.000695528 0.000549434 0.000752214 0.000496707
internal_weight=0 0.0239383 0.0229084 0.0217086 0.0206914 0.0194976 0.0184181 0.0172504 0.0161788 0.0138745 0.00235459 0.0115199 0.00896232 0.0073788 0.00621038 0.00255755 0.00230431 0.00517966 0.00333271 0.00226323
internal_count=3910 3318 3250 3202 2871 2398 2311 2220 2146 1999 360 1639 1197 710 620 442 147 553 428 235
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=13
num_cat=0
split_feature=150 151 4 15 151 15 43 43 0 42 13 16
split_gain=5.5524e-05 0.000138746 0.000131957 0.000128969 9.42473e-05 9.36324e-05 7.97047e-05 0.00012524 0.000186011 0.00010318 0.000156212 7.15593e-05
threshold=0.077110000000000012 -0.030624999999999996 0.40359500000000004 -0.03231499999999999 -0.080624999999999988 -0.10981499999999998 0.0050750000000000005 -0.074254999999999988 -0.083564999999999987 -1.0000000180025095e-35 -0.032264999999999995 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 7 9 -9 -7 -11 -8
right_child=3 2 -4 -5 -6 6 11 8 -10 10 -12 -13
leaf_value=-0.0028526583254663458 0.0031764412156013756 -0.0024076185039089044 0.0021404725007192478 -0.0016718466889160853 0.00038957517449469926 -0.0014861169053238632 -0.00019146596641075433 -3.254245540429985e-05 -0.0042886169579192338 -0.00040516418806712618 0.0035236743557071071 0.0026790008004423521
leaf_weight=0.0011829757151681818 0.0013409301431118736 0.0012077259093525592 0.0015621527971935592 0.0010082085685205596 0.0017690910562829162 0.0012034010539933929 0.0010808838237160306 0.0015404328907633448 0.0011110046146556158 0.0014445620941478856 0.0011366627125349279 0.0011029605507238346
leaf_count=314 178 243 289 184 161 321 398 483 677 484 91 87
internal_value=0 -0.000268358 5.51954e-08 0.000792333 0.00159117 -0.000340175 -5.05079e-05 -0.000494596 -0.00181592 0.000431099 0.00132493 0.00125828
internal_weight=0 0.0125728 0.0113898 0.00411823 0.00311002 0.00982763 0.00861991 0.00643606 0.00265144 0.00378463 0.00258122 0.00218384
internal_count=3910 3387 3073 523 339 2784 2541 2056 1160 896 575 485
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=18
num_cat=0
split_feature=14 38 147 484 48 0 0 3 12 0 13 16 2 48 52 12 150
split_gain=0.000233681 0.000162373 0.000232357 0.000169213 0.000230016 0.000210189 0.000174757 0.000224521 0.000180122 0.000373345 0.000395074 0.000159809 0.000152541 0.000218416 0.000146676 0.000116094 9.41537e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 -0.13027499999999997 -0.074249999999999997 -0.115685 -1.0000000180025095e-35 -0.053834999999999994 -0.089189999999999978 -0.17157499999999998 0.086245000000000002 0.095825000000000007 0.092550000000000007 0.084100000000000022 0.086420000000000011
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 12 11 14 -9 -10 -11 -7 -5 16 -8 -13 -14
right_child=-2 -3 -4 4 -6 6 7 8 9 10 -12 15 13 -15 -16 -17 -18
leaf_value=-0.00056478779232840717 -0.00076282656934032714 -0.00058918879689305755 0.00083534931665899318 0.00097548686645066709 -0.0006774905686958814 9.1075704448378975e-05 0.00091704042417907851 0.00039464037623089223 0.00049326201360054133 6.7058828480408847e-06 -0.0014170301187167468 -0.00024941352454166724 0.00025423222694839445 0.00090856952901314559 7.9052394566599663e-05 -0.0010036653087692944 -0.00037042289274145365
leaf_weight=0.0012871326830484779 0.001100948740507173 0.0011287076424700273 0.0010349290902231792 0.001030933210541588 0.001098217741940812 0.0017752051924687156 0.0013889096668319723 0.0016389812200020681 0.0011396110380576807 0.0011181707504043237 0.0010664702593845667 0.0013219879752106988 0.0017397142777717776 0.0010375728221152514 0.0010106431590379827 0.0010067712570239751 0.0011050498615664955
leaf_count=566 126 91 145 49 98 175 149 169 319 33 202 204 141 56 30 1305 52
internal_value=0 2.81967e-05 6.33905e-05 2.08162e-05 6.39412e-05 0.000113651 -1.04399e-05 0.000143803 -5.93942e-05 -0.00028325 -0.000688315 -0.000287163 0.00040326 0.000251308 0.000564097 -0.000575492 1.15847e-05
internal_weight=0 0.020929 0.0198003 0.0187654 0.0174782 0.01638 0.0114668 0.00736279 0.00496323 0.00332425 0.00218464 0.00410396 0.00491327 0.00388234 0.00239955 0.00232876 0.00284476
internal_count=3910 3784 3693 3548 2982 2884 2586 902 723 554 235 1684 298 249 179 1509 193
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=19
num_cat=0
split_feature=1456 14 11 3 43 16 9 0 14 16 0 13 4 376 13 0 150 3
split_gain=0.000216508 0.000206266 0.000174759 0.000197965 0.000240205 0.000184269 0.00016681 0.000213212 0.0003433 0.000370827 0.000219807 0.0001759 0.000160475 0.000185632 0.000210853 0.000182589 0.000122615 0.0001318
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.12008499999999998 0.083940000000000015 -0.0060199999999999993 -1.0000000180025095e-35 -0.10462499999999998 -0.13131999999999996 -0.014754999999999999 -0.08824499999999999 -0.075169999999999987 0.070230000000000015 0.048695000000000009 -0.083924999999999986 -0.053834999999999994 0.081245000000000026 0.094625000000000015
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 -5 8 -8 11 -9 -10 13 14 -12 -16 -13 -18
right_child=1 -3 -4 6 -6 -7 7 10 9 -11 12 16 -14 -15 15 -17 17 -19
leaf_value=-0.00077887707163984659 0.0013213066495485089 -0.00070242679900269325 -0.00054237160683936895 0.00070019333540585901 -0.00020070276132147242 0.00035870071435198462 -0.00069664641016150338 -0.00091638421822880331 0.00062887310530471629 0.0011752249191764685 7.3530546240782189e-05 -0.0003677207536863555 0.00037973357748397973 0.00041420464333505715 -0.00034132441413276351 -0.0012659315956436103 -0.00019457507279748898 0.00066731036152576555
leaf_weight=0.0010213942719816673 0.0010272285167198802 0.0010828629955486049 0.0013133522649919618 0.0010004113987032359 0.0010581144487957772 0.0013292649858840334 0.0011115839056241583 0.0011176004956616322 0.0015306961202705138 0.0012284272098426127 0.0016926875519547883 0.0018838571834266446 0.0015677653115454956 0.0010179578878277695 0.0016076174277510225 0.0010153957208547679 0.00103897255457365 0.0010289951217501425
leaf_count=369 88 106 123 120 31 99 41 470 169 81 385 143 184 39 1178 206 32 46
internal_value=0 2.45478e-05 6.10437e-05 0.000100167 0.000474938 0.000778314 2.41841e-05 -1.85066e-05 0.000181997 0.000327533 -0.000214097 0.000137598 -0.000100371 -0.000241492 -0.000396153 -0.000699249 -5.26927e-05 0.000234288
internal_weight=0 0.0226528 0.0215699 0.0202566 0.00341461 0.00235649 0.016842 0.0158416 0.00782253 0.00671095 0.00801902 0.00548252 0.00690142 0.00533366 0.0043157 0.00262301 0.00395182 0.00206797
internal_count=3910 3541 3435 3312 218 187 3094 2974 512 471 2462 390 1992 1808 1769 1384 221 78
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=13
num_cat=0
split_feature=124 4 0 1 147 15 15 16 0 42 151 52
split_gain=5.23363e-05 9.97934e-05 8.20497e-05 9.99572e-05 0.000121981 0.000128098 0.000145818 0.000126148 0.000100336 9.87059e-05 9.2406e-05 7.83335e-05
threshold=0.0049200000000000008 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.089245000000000005 0.024640000000000006 -0.0089749999999999986 -0.055679999999999993 -0.15007499999999999 0.083725000000000008 -0.0088999999999999982 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 8 10 -3 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.0028720432768358901 0.002044246045654269 -0.0035447860601140768 0.0019347104373204015 -0.0026255238988745701 0.0031226779541118732 -0.0032148957177827102 0.0032446192423449889 -0.0002250410382956194 0.0022062792581534164 8.3980986973784688e-05 0.00090959405871912657 -0.0036199792475136842
leaf_weight=0.0010750710179969749 0.0010069372105009312 0.0013664302992544572 0.0017712662976657198 0.0010925459549073757 0.0011093066049593934 0.001036117486959331 0.0011989576469211768 0.001113490735286618 0.0019851623249576393 0.0012282132292271986 0.0015337546020076781 0.0012390746109600115
leaf_count=173 91 853 163 65 112 484 131 191 340 1015 106 186
internal_value=0 -0.00014018 5.99616e-05 -0.000197395 0.000212794 -0.000138105 0.000252428 -0.000262721 0.000630258 -0.00182706 -0.000561022 -0.00201312
internal_weight=0 0.0157494 0.0146743 0.0129031 0.0103084 0.0091991 0.00816299 0.00696403 0.00461146 0.00259464 0.0026263 0.00235257
internal_count=3910 3819 3646 3483 1615 1503 1019 888 511 1868 171 377
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=14
num_cat=0
split_feature=49 42 484 49 151 52 457 15 151 4 0 0 12
split_gain=5.53382e-05 8.92759e-05 9.53744e-05 8.33829e-05 9.45527e-05 0.000122147 0.000128342 0.000162204 7.02777e-05 0.000103249 0.000150391 9.11006e-05 1.56311e-05
threshold=-0.14917999999999998 0.10138000000000001 -0.0043499999999999988 -0.084934999999999997 0.056555000000000001 -0.048794999999999991 0.041935000000000007 -0.017214999999999998 -0.08317999999999999 0.25367000000000006 -0.10209999999999998 -0.032484999999999993 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -7 10 -10 -12 -13
right_child=1 -3 3 4 -6 8 -8 -9 9 -11 11 12 -14
leaf_value=0.0017904850107966616 -0.002457394037724 -0.0024872457021405427 -0.002008444717771762 -0.00070797456021265187 -0.0020499267239877106 -0.0020581496808233179 0.0044181296285652465 0.0034410870626184671 -0.0029552583378136678 0.0021747273311498432 0.0019464595518786463 5.8310221576657537e-05 -0.0014220116543720888
leaf_weight=0.0011294179308815018 0.0010107726518685184 0.0010667651250252956 0.0010896946514561941 0.0016873085974593513 0.0010079704778662999 0.0010011151164071065 0.0010212215189935037 0.0011030092421629055 0.0011367181579651948 0.001623643802110373 0.0017424541788247953 0.0010135622774651654 0.001006196476085866
leaf_count=129 552 445 120 422 91 158 116 226 129 246 1182 55 39
internal_value=0 -0.000138489 3.49829e-05 0.000222524 0.000419481 0.00063907 0.00186614 0.000932144 1.74298e-05 0.000335999 -0.000273407 0.00053689 -0.000679151
internal_weight=0 0.0155104 0.0144437 0.0134329 0.0123432 0.0113352 0.00381154 0.00279032 0.00752369 0.00652257 0.00489893 0.00376221 0.00201976
internal_count=3910 3781 3336 2784 2664 2573 764 648 1809 1651 1405 1276 94
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=18
num_cat=0
split_feature=133 133 14 38 50 3 4 1 47 43 1374 0 13 49 2 15 13
split_gain=0.000290569 0.000262684 0.000214268 0.000211993 0.000243311 0.000271957 0.000236691 0.000214103 0.00033829 0.000343295 0.000341031 0.000305673 0.000156691 0.00027821 0.000124507 0.000156074 8.72732e-05
threshold=0.10681500000000001 0.091290000000000024 0.077685000000000018 1.0000000180025095e-35 0.10625000000000001 -0.15464999999999998 -0.23071499999999998 1.0000000180025095e-35 0.09252500000000001 -0.074254999999999988 -0.088294999999999985 -0.089879999999999974 -0.094679999999999986 -0.07107999999999999 1.0000000180025095e-35 -0.097794999999999979 -0.074599999999999986
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 11 10 -10 -9 -8 -12 -14 -15 -16 -13
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 12 16 13 14 15 -17 -18
leaf_value=0.00073082503861749499 -0.00088349865602443316 0.00077318284089202417 -0.00073054985000996426 -0.00070729386153374658 -0.00067926188218716079 -0.00050739250458839555 -0.00099672169536022003 -0.0004577219739648483 0.00025131912855041365 -0.00084407412138452537 0.0011351947050596439 0.00043883235438469412 -0.00012286990150879731 0.00023184337930300179 0.00040290707525405059 0.0011708008094376936 -0.00023669410751578021
leaf_weight=0.0018216296497570649 0.0010025514521378965 0.0012813757614471523 0.0010875439142396517 0.0010329747377395551 0.0011413537089706048 0.0018927417991791906 0.0010597507376726655 0.0011059389935104144 0.0018249463986320658 0.0014284834664709542 0.0010583317266407927 0.0010744751929476857 0.0017638339400982564 0.0013017602098691359 0.0012728112084091983 0.0017750944257682311 0.0010680056054101507
leaf_count=171 545 209 110 85 304 144 339 37 100 97 165 424 135 352 120 97 476
internal_value=0 3.6884e-05 -6.57476e-06 3.16053e-05 7.05689e-05 0.00011696 4.9703e-05 0.000121271 0.000227581 -0.000229635 0.000407282 -0.000261553 0.000540671 0.000437751 0.000665088 0.000850127 0.000102089
internal_weight=0 0.0229911 0.0217097 0.0206221 0.0195892 0.0184478 0.0166262 0.0147334 0.0115312 0.00325343 0.00827777 0.00320223 0.00717183 0.0061135 0.00434967 0.00304791 0.00214248
internal_count=3910 3365 3156 3046 2961 2657 2486 2342 1103 197 906 1239 869 704 569 217 900
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=19
num_cat=0
split_feature=14 38 3 147 484 48 3 2 0 16 151 1 0 52 1 15 42 3
split_gain=0.000191705 0.000171813 0.000189328 0.000175289 0.000206629 0.000213447 0.000235299 0.000274624 0.000264719 0.00027089 0.000216479 0.000288102 0.000190109 0.000174784 0.000146961 0.000132795 0.000321455 0.000163918
threshold=0.077685000000000018 1.0000000180025095e-35 0.16699000000000003 0.089245000000000005 -0.0043499999999999988 0.11930500000000001 -0.12008499999999998 0.106035 -0.10575999999999998 -0.071799999999999989 -0.0088999999999999982 0.10171500000000001 -0.089879999999999974 0.10599500000000002 0.077800000000000022 -0.017214999999999998 0.090930000000000011 -0.032959999999999996
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 14 9 10 -8 -12 -10 15 -6 16 -14 -17
right_child=-2 -3 -4 -5 5 -7 8 -9 12 -11 11 -13 13 -15 -16 17 -18 -19
leaf_value=-0.00070273532956554923 -0.00073070936201389191 -0.0006233340045461057 0.00062825548763639652 0.00068809487194556717 -0.00038142524117964002 -0.00065432085403188906 -0.00061317539674672313 0.0010689138906399781 -0.00091585218131590455 0.00088144943240604746 -0.00024968998263797824 0.0009004234776894644 -0.00089841042430248365 -0.00078211028151493607 0.00052621447384657483 -0.00022479395408317321 0.00040200187243192692 0.00061726456865657448
leaf_weight=0.0012473165314629163 0.0010458414581870903 0.0011550608017525934 0.0015434647774395715 0.0010406639324757041 0.0010250133482534408 0.0012748979429544017 0.0011268318210535533 0.0013438545965807069 0.0010709913574738659 0.0014484983739241853 0.0013646270477713357 0.0011863573683707565 0.0012282159746902803 0.0010107012326422277 0.0010545912314920969 0.0011979389950186005 0.0010088193455651019 0.0015389350393350664
leaf_count=559 126 91 162 128 50 104 41 116 321 92 114 42 305 375 84 937 158 105
internal_value=0 1.73876e-05 5.31196e-05 6.8086e-06 -3.23025e-05 1.72371e-05 7.21007e-05 0.000467492 -3.90153e-05 0.000256192 9.93654e-06 0.00028518 -0.000253501 -0.000134969 7.88492e-05 -3.46893e-06 -0.000311973 0.000248693
internal_weight=0 0.0218668 0.0207117 0.0191683 0.0181276 0.0168803 0.0156054 0.00342346 0.0121819 0.00512631 0.00367782 0.00255098 0.0070556 0.00598461 0.0020796 0.00497391 0.00223704 0.00273687
internal_count=3910 3784 3693 3531 3403 2844 2740 250 2490 289 197 156 2201 1880 134 1505 463 1042
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=14
num_cat=0
split_feature=42 376 133 43 16 4 12 14 47 1 49 151 4
split_gain=5.57959e-05 0.000118342 9.07814e-05 0.000100241 0.000153153 0.000116937 0.000123976 0.000102415 0.000105458 0.000133688 0.000211481 0.000154909 0.000117773
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087170000000000011 -0.070369999999999988 0.15100500000000003 0.08734500000000002 0.085250000000000006 -0.13131999999999996 0.09252500000000001 0.094695000000000015 -1.0000000180025095e-35 -0.0074049999999999993 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 -5 9 11 -11 -9 -13
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12 12 -14
leaf_value=-0.0017721493118288518 0.0024281723064136507 0.0026114076867969054 -0.0025200319788240091 -0.0024154672063287272 -0.0032802382974864291 0.0032591095225837545 -0.0013021535873050066 0.0021603662347231367 -0.001878407648274166 0.00036412914559261743 0.0051827199243741342 0.00025786919733326234 -0.0037651073150876701
leaf_weight=0.0011793710571227174 0.0010516302451901681 0.0012473443078672803 0.0010118861089356496 0.001064353788846454 0.0011331874887739448 0.0013218712527471354 0.0015755257321614161 0.0011457012368580894 0.0012130628931456061 0.0016793966227415247 0.0010465180592808994 0.0010594050468318442 0.0010026429951145392
leaf_count=241 223 197 865 104 276 120 495 90 141 130 154 620 254
internal_value=0 0.000125983 -9.07344e-05 9.41839e-05 -0.000380776 0.00121804 0.000191067 1.93705e-05 0.000381988 0.000844098 0.00221406 -0.00032008 -0.00169825
internal_weight=0 0.0155525 0.0143052 0.0132933 0.00934427 0.00394903 0.00262716 0.00821108 0.00714673 0.00593366 0.00272591 0.00320775 0.00206205
internal_count=3910 3669 3472 2607 1769 838 718 1493 1389 1248 284 964 874
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=19
num_cat=0
split_feature=14 38 43 3 48 484 3 0 15 49 15 42 39 43 3 15 2 0
split_gain=0.000289346 0.000204955 0.000197568 0.000577931 0.000207195 0.000249865 0.000308266 0.000372242 0.000298205 0.000229599 0.000216325 0.000152301 0.000219483 0.000151975 0.000150088 9.21815e-05 7.60067e-05 3.92749e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.25671000000000005 0.16699000000000003 0.12862000000000004 -0.067754999999999996 -0.12008499999999998 -0.10575999999999998 -0.095799999999999982 -0.07107999999999999 -1.0000000180025095e-35 -0.089024999999999979 0.005105000000000001 -0.074254999999999988 -0.078669999999999976 -0.14487999999999998 0.10488500000000002 -0.045139999999999993
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 10 8 15 -10 -7 -9 13 14 -13 -8 -12 -15
right_child=-2 -3 -4 -5 -6 6 7 11 9 -11 16 12 -14 17 -16 -17 -18 -19
leaf_value=-0.00062750075960988369 -0.00073502332486225029 -0.00057830073910131966 -0.00058821509635921174 0.0011896304776281405 -0.00054635030190688764 0.00092421877886893233 0.00026753010121792649 -0.00067743888688760322 0.000186524758569285 0.0010446223236198074 -2.9730187739950571e-05 -0.00031881285044814509 0.00051390411981921871 -0.0007372121051237579 0.00041512781534549766 -0.00026497643749459854 0.00051930136864340747 -0.00033210709008687551
leaf_weight=0.0010787986907375728 0.0011913586356435959 0.0012004670851747381 0.0010132191161023726 0.0010558505722426453 0.0012999876706300531 0.0016046817729391538 0.0013095206563049251 0.0013500236743884328 0.0013433852543363045 0.0015349389094679805 0.001363428263786653 0.0014853437556924254 0.0010534163269630605 0.0011474795430794532 0.0011249910207980448 0.0017383140163016453 0.0010073113637822928 0.0010556968549605937
leaf_count=435 126 91 216 153 100 111 75 323 77 94 77 501 188 921 129 85 84 124
internal_value=0 3.12625e-05 6.51931e-05 9.74045e-05 3.82565e-05 8.00199e-05 0.000124607 1.27409e-05 0.000294243 0.000644127 0.000494448 -0.000218413 -0.000112788 -0.000249936 -2.50221e-06 -3.61818e-05 0.00020355 -0.000543098
internal_weight=0 0.0227669 0.0215664 0.0205532 0.0194973 0.0181973 0.0171185 0.0131431 0.00592616 0.00287832 0.00397542 0.00721695 0.00586693 0.00481351 0.00261033 0.00304783 0.00237074 0.00220318
internal_count=3910 3784 3693 3477 3324 3224 2789 2517 331 171 272 2186 1863 1675 630 160 161 1045
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=13
num_cat=0
split_feature=2 0 0 40 160 43 4 3 42 4 13 3
split_gain=5.133e-05 0.000164607 0.000110875 0.000122643 0.00012072 9.5527e-05 0.000123828 0.000182305 0.000113694 0.000114367 6.0942e-05 4.50832e-05
threshold=0.10910500000000002 -0.029849999999999998 0.12346000000000001 -1.0000000180025095e-35 0.087825000000000014 0.0033500000000000005 -0.034289999999999994 0.0048550000000000008 0.088345000000000021 0.24280000000000004 -0.073799999999999991 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 -5 8 9 -8 -2 -12
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0021904970524877889 0.0011947408947613764 0.0032452565962366401 -0.0021612666866044272 -0.0012512051621030554 -0.0017394412137641513 0.0028072487703822723 -0.0024250995646356113 0.0032428095403865703 0.0020925057443664935 0.00083123109210166634 0.00038777167377506441 -0.0017025356753166126
leaf_weight=0.0012491988850241 0.0013103806462626535 0.0010603191063800477 0.0015071676750775123 0.0019414226132033969 0.0013729508341886474 0.0010094550303378393 0.0012360447893325832 0.0014119616658910712 0.0010645730417656284 0.0011735933757421879 0.0010009094310774735 0.0013562786699754525
leaf_count=240 276 144 108 1103 304 474 539 107 194 62 286 73
internal_value=0 0.000652635 -0.000266823 6.16522e-06 0.00030411 0.000662114 0.000344957 0.00097916 5.91849e-05 -0.000839132 -9.69097e-05 -0.000814949
internal_weight=0 0.00472789 0.0119664 0.0104592 0.00921 0.00783705 0.0068276 0.00488617 0.00347421 0.00240964 0.00366757 0.00235719
internal_count=3910 779 3131 3023 2783 2479 2005 902 795 601 635 359
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=14
num_cat=0
split_feature=41 3 43 0 42 12 49 14 3 1 2 15 2
split_gain=5.51556e-05 7.69183e-05 6.64326e-05 0.000142902 0.000115923 0.000115008 0.000113015 8.6811e-05 0.000181339 0.000227562 0.000172009 0.000112483 6.45445e-05
threshold=0.079885000000000025 -0.13927999999999999 0.0050750000000000005 -0.053834999999999994 0.091230000000000019 0.051320000000000005 -0.085174999999999987 -1.0000000180025095e-35 0.090325000000000003 0.095575000000000007 0.10869000000000002 -0.017214999999999998 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 6 -5 -3 -8 9 11 -10 -9 -1
right_child=-2 2 -4 5 -6 -7 7 8 10 -11 -12 -13 -14
leaf_value=0.0035286007705763681 -0.0021201269624386708 -0.0031070195437641959 0.0015388645189797943 -0.00048019067864321489 0.002701884452930198 -0.00470678916438936 -0.0023995030022515478 -0.0047697188443823046 0.0054263697099037967 0.002915056992009744 0.0001932345194331732 -0.00032513245707797107 0.00012699612164864411
leaf_weight=0.0010664500871651059 0.001078769980640131 0.0011532171649707582 0.0019131833945577629 0.0012594177422688277 0.001404432527747794 0.0011507511283136221 0.0010302550476434273 0.0011161249259459178 0.0011208378404483077 0.0010111219057673398 0.001230964763499931 0.0010159608610320013 0.0010187069061800003
leaf_count=116 177 141 553 227 482 137 80 574 79 163 121 902 158
internal_value=0 0.000139976 -0.000128599 -0.000406171 0.000148955 -0.00249821 -0.000317988 0.00017492 0.000657596 -0.000861046 0.00268728 -0.00265183 0.00186674
internal_weight=0 0.0154914 0.0134063 0.0114931 0.00908292 0.00241017 0.00767848 0.00652527 0.00549501 0.00314321 0.0023518 0.00213209 0.00208516
internal_count=3910 3733 3459 2906 2542 364 2060 1919 1839 1639 200 1476 274
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=19
num_cat=0
split_feature=453 4 11 2 1374 457 160 51 16 15 3 47 51 16 12 12 4 3
split_gain=0.000238647 0.000316859 0.000297568 0.000280067 0.00021278 0.000294552 0.000172785 0.000193802 0.000196312 0.000187956 0.000369403 0.000316157 0.00027307 0.000143138 0.000114279 0.000216597 0.000146535 9.80341e-05
threshold=1.0000000180025095e-35 0.27020000000000005 0.077165000000000025 -0.13811499999999996 -0.094679999999999986 0.088055000000000008 -0.092169999999999988 0.043405000000000006 -0.095109999999999986 -0.017214999999999998 -0.074234999999999982 0.09252500000000001 -0.089214999999999989 -0.50763499999999995 0.10058500000000002 0.093870000000000023 -0.029114999999999999 -0.12817999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 9 -9 10 -8 -12 -11 -5 15 16 17 -14
right_child=-2 3 -4 13 5 -7 7 8 -10 12 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.00075125126108138783 -0.00079642640462410932 -0.00019760017585240369 -0.00089453241803346794 0.001119662976066972 -0.00061822405258172598 0.00089890042830475018 0.00025555413349564131 0.00099621701649369268 4.2178097762101435e-05 0.00084140488420069662 -0.00025126171036049262 -0.001422985149793233 -0.00030757278014436495 0.00036753476451853971 -0.00050280679663366437 0.0007255271255418496 -0.00065631094993962231 0.00033004918803123231
leaf_weight=0.0010390303971037343 0.0010431362499996313 0.0013162142023581264 0.0011521334081402981 0.0013910265206825293 0.0012744155959783119 0.001023826120455317 0.0017763337648330057 0.0010581795268039818 0.0014074986227534904 0.0011700134283639269 0.001580908256189421 0.0010893024210014667 0.0011077458392509953 0.0014445665962258426 0.0012045923282140159 0.0011039114154213214 0.0010279935738403316 0.0017299447342902828
leaf_count=66 99 68 212 129 467 100 441 61 272 112 247 80 29 252 163 179 185 748
internal_value=0 2.20569e-05 -7.05904e-05 0.000440369 -1.66341e-05 2.94732e-05 -2.78413e-05 2.49344e-05 0.000451617 -6.42934e-05 -0.000335841 -0.000729262 0.000100115 0.000736498 -4.03597e-05 7.17339e-05 -0.000114968 8.11415e-05
internal_weight=0 0.0228976 0.0187458 0.00415181 0.0175937 0.0165547 0.0155308 0.0142564 0.00246568 0.0117907 0.00444654 0.00267021 0.0073442 0.00283559 0.00617419 0.0049696 0.00386568 0.00283769
internal_count=3910 3811 3362 449 3150 3084 2984 2517 333 2184 768 327 1416 381 1304 1141 962 777
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=17
num_cat=0
split_feature=14 38 124 3 0 13 47 47 0 42 11 52 2 16 3 2
split_gain=0.000203882 0.000176398 0.000245237 0.000222768 0.000225389 0.000255103 0.000235156 0.000223231 0.000216774 0.000197463 0.000183369 0.000181337 0.000176279 0.000152106 0.000114745 7.66786e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.12008499999999998 -0.10575999999999998 -0.083354999999999985 0.093315000000000023 0.13135500000000003 -0.14136999999999997 0.091230000000000019 0.081005000000000008 -0.072349999999999984 0.106285 -0.19424999999999998 0.10666500000000002 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 10 6 14 8 9 11 15 12 -5 -4 -13 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.00066145631252955079 -0.00072802405143485569 -0.0006027480786036253 0.00027981014116799257 -0.00032070257384133005 -0.00018332798249152344 -0.00076509175920389753 -0.00056663886918641897 9.672082784857384e-05 0.00086537792680286586 -0.00026376637615452666 -0.00012636893026356374 -0.00016118006401066176 0.0011697972101810754 0.00065492058400517812 0.00053505992073181496 -0.0014095203305130553
leaf_weight=0.0018325202896385976 0.0010898386669761497 0.0012200883602160309 0.0017415503738309407 0.0019053524041119374 0.0014924214936781312 0.0011257079684002386 0.0012077138929727435 0.0012342976310675269 0.0013363505768630253 0.0014823481442112069 0.00152027541286337 0.001045456847277304 0.0010331754743171384 0.0018307503086393284 0.0011448000382483919 0.0010304932206367506
leaf_count=269 126 91 115 65 743 313 70 44 147 576 168 82 46 74 66 915
internal_value=0 2.82023e-05 6.49245e-05 7.78298e-06 -9.1327e-05 -0.000299125 0.000121703 -0.000530569 0.000257586 -0.000743363 0.000350126 8.77199e-05 0.000611199 0.000358281 0.000128519 -0.00107308
internal_weight=0 0.0221833 0.0209632 0.0191307 0.0148357 0.00751007 0.00732562 0.00487285 0.00611791 0.00363855 0.004295 0.00478156 0.00277473 0.00287621 0.00263722 0.0021562
internal_count=3910 3784 3693 3424 3095 2657 438 1848 368 1804 329 221 161 156 809 1228
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=12
num_cat=0
split_feature=52 1 12 43 16 42 1 15 150 0 16
split_gain=5.34475e-05 8.36367e-05 8.74488e-05 8.93582e-05 9.43152e-05 8.56206e-05 0.000272208 0.00013131 9.28803e-05 0.000100643 9.27163e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.15100500000000003 0.084100000000000022 0.10080500000000002 -0.0089749999999999986 0.077110000000000012 -0.15517999999999996 -0.035699999999999989
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 -9
right_child=1 -3 -4 4 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0017057155465320163 0.002259953652470803 0.0024664356098338292 -0.0023371412279758071 -0.0033025832597052157 -0.0022855986975134513 -0.0037583791302938162 0.0020352974713846389 0.00064185738976094608 0.0011946876205029587 -3.5318729914259463e-05 0.0035651211891743269
leaf_weight=0.0012616086081196918 0.0013360048397056548 0.0010526348605489613 0.0011245672266521909 0.0010886510405470062 0.0012756282318875387 0.0013687400503115269 0.0010595875921703031 0.001786068780135085 0.0019275528045194085 0.0019169819545306636 0.0014459493793643674
leaf_count=425 172 212 133 92 177 1148 178 581 221 379 192
internal_value=0 0.000131657 -3.98516e-05 0.000155788 -8.10587e-05 0.000184403 -0.00123034 0.000605146 -0.000275733 -0.00121873 0.00194968
internal_weight=0 0.0153824 0.0143297 0.0132052 0.0118692 0.0105935 0.00242833 0.0081652 0.00493319 0.00300563 0.00323202
internal_count=3910 3485 3273 3140 2968 2791 1326 1465 692 471 773
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=19
num_cat=0
split_feature=124 133 50 48 15 158 130 34 157 3 457 52 49 2 48 2 47 52
split_gain=0.000242147 0.000243347 0.000231318 0.000255471 0.000265649 0.000438518 0.000187455 0.000216016 0.000224613 0.000218432 0.000292305 0.000158976 0.000189913 0.000187285 0.000182417 0.000133984 0.000108537 5.99354e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.12675000000000003 -0.26361999999999991 0.085745000000000002 -0.0015749999999999998 -0.0011599999999999998 -1.0000000180025095e-35 -0.12008499999999998 -0.0034949999999999994 0.10599500000000002 0.0021350000000000002 0.097940000000000013 0.086935000000000012 0.086040000000000019 0.092255000000000018 0.078330000000000025
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 17 -11 12 13 14 15 16 -12 -10
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00061401888808296321 0.00065623224063259618 -0.00073082684785273448 -0.00069633738686157554 -0.00070529590698696588 -0.00055809701158304542 -0.00093715712875850384 -0.00054872553676925157 -0.00039254753866955659 0.00087504997035045909 -0.00065257942761437764 -0.00011072451477938079 -0.00031286229435436533 -0.00029883481413785917 0.00085279490473693373 -0.00026809643248676266 0.00084563481644696868 0.00052515094120710764 0.00038199673359424043
leaf_weight=0.0019210147573636418 0.0012275067552788002 0.0011850558444677839 0.0011145191368834009 0.0010763463729221981 0.0010514765534092021 0.0010987596063758978 0.0010790674312834364 0.0015123359810078315 0.0013395502661799315 0.0010056028868206642 0.0012277138293869568 0.001136592110632037 0.0010678174926624165 0.001663643935874301 0.0012120659453215832 0.0012090605722481357 0.0013441100888123003 0.0010522436419078129
leaf_count=240 49 586 330 75 276 284 95 410 126 134 317 203 221 184 77 210 56 37
internal_value=0 -4.90977e-05 -1.08309e-05 2.73746e-05 6.90534e-05 7.47201e-06 7.27448e-05 0.000117413 0.000169611 0.000238966 0.000137353 0.000227 0.000306437 0.000403531 0.000253837 0.000421157 0.000221603 0.000658137
internal_weight=0 0.022297 0.0211119 0.0199974 0.0189211 0.017 0.0159013 0.0148498 0.0137707 0.0122584 0.00986661 0.008861 0.00772441 0.00665659 0.00499295 0.00378088 0.00257182 0.00239179
internal_count=3910 3861 3275 2945 2870 2630 2346 2070 1975 1565 1402 1268 1065 844 660 583 373 163
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=13
num_cat=0
split_feature=0 42 2 0 160 47 52 2 3 3 4 0
split_gain=5.43629e-05 0.000164102 0.000134767 0.000200829 0.000119197 9.00935e-05 9.63367e-05 0.000171095 0.000143519 0.000212062 0.000123822 5.71366e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.11085000000000002 0.12346000000000001 -0.082234999999999989 0.086785000000000015 -0.092854999999999979 0.11230000000000001 0.094625000000000015 -0.08348499999999999 -0.0010999999999999996 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -6 8 9 -8 -11 -7
right_child=2 4 -4 -5 5 11 7 -9 -10 10 -12 -13
leaf_value=-0.0028519768868685092 0.0018150635522990834 -0.0021778539465793527 0.0034261886758493562 -0.0022257635417189284 -0.0014415051811175088 -0.0021114783502430064 0.0042408143452256682 -0.0011230299873585595 0.0048537357565752622 0.0018743610516830022 -0.0019952355954011708 0.00040835319643856753
leaf_weight=0.0014935257376532734 0.0018531909475192421 0.001401169781871439 0.0010085836044488594 0.0015258762968527184 0.0010293980814443764 0.0013302450160806306 0.0011165759903380788 0.0014867886790092951 0.0010038028521264231 0.0010731373580226012 0.0011827124057710867 0.0011343270066004763
leaf_count=1005 205 590 122 119 319 94 219 248 70 538 186 195
internal_value=0 -0.000289852 0.000780148 -9.64186e-06 6.58413e-05 0.000401825 0.000885822 0.00129444 0.00211576 0.0013008 -0.000154418 -0.000951718
internal_weight=0 0.0122517 0.00438765 0.00337907 0.0107582 0.00935699 0.00689242 0.00586302 0.00437623 0.00337243 0.00225585 0.00246457
internal_count=3910 3464 446 324 2459 1869 1580 1261 1013 943 724 289
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=13
num_cat=0
split_feature=2 0 4 12 13 151 49 3 1 15 15 16
split_gain=5.63119e-05 0.000105801 8.96754e-05 0.000141885 0.000128681 9.88917e-05 9.9195e-05 7.78349e-05 0.000127272 7.1974e-05 0.000100039 6.76539e-05
threshold=0.10910500000000002 -0.029849999999999998 0.17888000000000001 0.097510000000000013 -0.084184999999999996 -0.083294999999999994 -0.029304999999999998 -0.084129999999999996 0.079945000000000016 -0.074174999999999977 -0.20388499999999996 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 -6 -7 -8 -9 10 -2 -4
right_child=1 -3 11 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.0024841422712861068 -0.00059909403796847222 0.0032203283686822863 -0.00054363074911223863 -0.003533722163953177 0.0026099915300167999 -0.0024294405976180828 -0.0015156688998414346 0.0035547571527280225 -0.00016634752296647035 -0.001389621148441985 0.0030422868262878705 0.0022697019366548308
leaf_weight=0.0016126992109923863 0.001212450385411676 0.0010283888052629864 0.0010848784320033333 0.0011544918667598459 0.0010692738269072622 0.0011936982222885435 0.0011568975313270141 0.0010274748956232175 0.0019841771129059695 0.0014404984003914528 0.0010256911605311912 0.0014998033562314212
leaf_count=749 175 144 76 369 168 128 622 366 446 281 179 207
internal_value=0 0.000786925 -0.000323492 -0.000720336 -0.000316564 0.000226955 -0.000248241 0.000376363 0.00110317 0.00010665 0.00106967 0.00108885
internal_weight=0 0.00470703 0.0117834 0.00919871 0.00804422 0.00643152 0.00536225 0.00416855 0.00301165 0.00367864 0.00223814 0.00258468
internal_count=3910 779 3131 2848 2479 1730 1562 1434 812 635 354 283
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 3 0 13 47 15 1 16 1 3 42 42
split_gain=0.000267624 0.000177843 0.000285475 0.000188799 0.000277488 0.000243522 0.000279033 0.000242009 0.000218221 0.000257638 0.000209656 0.000142852 0.000206163 0.000175048 0.000100118 9.46756e-05 4.40763e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.11930500000000001 -0.12008499999999998 -0.10575999999999998 -0.083514999999999992 0.092255000000000018 -1.0000000180025095e-35 0.11198000000000001 -0.071799999999999989 0.090905000000000014 0.10666500000000002 0.087765000000000024 0.060615000000000009
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 10 11 14 15 -6 12 13 -8 -9 -10 -12
right_child=-2 -3 3 -5 5 -7 7 8 9 -11 16 -13 -14 -15 -16 -17 -18
leaf_value=0.00065167986167808767 -0.00075497773060119444 -0.00058106525951878219 -0.00076315564286591952 0.00064528426319465084 0.00094377170030566907 -0.00063831154437488677 0.00017705200993618875 -0.00015055334930938349 -0.0010655947669755469 4.8051587076283032e-06 0.00038258079674128985 0.00063072357647761892 0.00064698990467364963 -0.00058801881043767795 0.00049217544298655724 -0.00043731073625575509 -7.2079275093840976e-05
leaf_weight=0.0017941444325381755 0.0010902962893336024 0.0010797215578041133 0.0011597469679364278 0.0010410572253932706 0.0013289551169946012 0.0012421634166225907 0.0016354532077920564 0.001329620460405849 0.0013268209549077061 0.001643589046882778 0.0010160819979949621 0.0013855613826816715 0.0010323561294058817 0.0012698973900260313 0.0010265964318808135 0.0010094808577484696 0.0010226087810636386
leaf_count=271 126 84 551 130 95 101 115 513 886 132 113 82 56 42 55 516 42
internal_value=0 3.03243e-05 6.29006e-05 5.70759e-06 -3.24953e-05 1.95897e-05 7.39731e-05 -3.92524e-05 -0.000243418 -0.000464187 0.00046598 0.00020376 5.35237e-05 -0.000157352 0.000129482 -0.000794123 0.000154523
internal_weight=0 0.0213439 0.0202641 0.01847 0.0174289 0.0162692 0.015027 0.0116594 0.00633611 0.00397989 0.00336765 0.00532327 0.00393771 0.00290535 0.00235622 0.0023363 0.00203869
internal_count=3910 3784 3700 3429 3299 2748 2647 2397 2102 1534 250 295 213 157 568 1402 155
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=17
num_cat=0
split_feature=14 38 124 484 3 457 0 3 41 13 0 0 48 15 0 15
split_gain=0.000246629 0.000186015 0.000281881 0.000187944 0.000185562 0.000259111 0.000269896 0.000222574 0.000205975 0.000227652 0.000187761 0.000208358 0.000185641 0.000190614 0.000148159 0.000115859
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.12008499999999998 -0.0034949999999999994 -0.10575999999999998 0.13772500000000001 0.078150000000000011 0.068400000000000002 -0.032484999999999993 -0.070894999999999986 0.092250000000000013 -0.11739999999999999 -0.19631499999999999 -0.077354999999999993
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 12 10 9 -5 11 15 13 -7 -15 -8
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00072496420258390823 -0.00078710449499108518 -0.00067544525386720503 -0.00059436536195268269 0.001278402812382789 -0.00086785261568835556 -2.4487756580741665e-05 -8.1112799935907287e-05 0.00043557924640914896 -0.00019160161061323278 0.000248007515496457 -0.00087007524424570753 0.00027345618520508498 -0.00018971253959537904 0.0012388971923046482 0.00042546019241815537 -0.00086646119985867812
leaf_weight=0.0017399244051439005 0.0011271494539045459 0.0010305603408985444 0.0014024423364107008 0.0010371909335180609 0.001016162944689745 0.0013469275412617623 0.0010027257629152153 0.0012960911180339707 0.001221672801801077 0.0015712325599559485 0.0014816263025133961 0.0017933642505073778 0.001585139210559916 0.001113309636394888 0.0015760474236193841 0.0012052371508666226
leaf_count=271 126 84 568 56 171 95 336 76 72 159 147 352 64 55 103 1175
internal_value=0 3.21073e-05 6.78703e-05 6.56496e-06 5.54305e-05 -3.9172e-05 2.87346e-05 -0.000200588 0.000386818 0.000657725 -0.000350969 -0.000158752 0.000305282 0.000499677 0.000762198 -0.000509803
internal_weight=0 0.0214197 0.0203891 0.0186492 0.0172467 0.0134166 0.0124005 0.00677904 0.0038301 0.00260842 0.00548295 0.00400133 0.00562142 0.00403628 0.00268936 0.00220796
internal_count=3910 3784 3700 3429 2861 2574 2403 2086 287 215 2010 1863 317 253 158 1511
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=17
num_cat=0
split_feature=14 38 124 3 48 50 4 0 3 3 2 43 43 12 3 1
split_gain=0.00022335 0.000150137 0.00022016 0.000144978 0.000187515 0.000216406 0.00022955 0.000160153 0.000184919 0.000148502 0.00019982 0.00012833 0.000152339 8.85077e-05 8.21431e-05 4.54859e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.16699000000000003 0.12649500000000002 0.082310000000000008 0.28937500000000005 -0.23029999999999998 -0.100615 0.10666500000000002 0.088055000000000008 0.083940000000000015 -0.13719999999999996 0.085250000000000006 0.10856000000000002 0.089175000000000018
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 11 10 13 12 -9 15 -8 -10
right_child=-2 -3 3 -5 -6 -7 14 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00064051061277785998 -0.00077712088711115609 -0.00057259247194773482 0.00044489482533358694 0.00055085140565283987 -0.00068745673259711256 -0.00066716063417569739 0.00091506959579228109 5.4414920288014229e-05 0.00032957487098170973 0.00022224710446216709 -0.00081497940030382456 -0.00026353549703184311 0.00089482708946804392 -0.00047760801304762008 0.00024541758656203597 -0.00017084731451731211
leaf_weight=0.0016782116226504501 0.0010152652450528534 0.0011065876567385438 0.001792526031406891 0.0012713792404956811 0.0011498935789595868 0.0012061204792292194 0.0010523777004923128 0.0013704234226086659 0.0010112303660319471 0.0014107529867608548 0.0019486768704423466 0.0010983395156571873 0.0010802049362975677 0.0013276458222752155 0.0010009679046607545 0.0010236420260980594
leaf_count=269 126 91 57 139 104 635 152 102 337 51 921 37 160 644 43 42
internal_value=0 2.69866e-05 6.11475e-05 6.35243e-06 -3.56723e-05 1.32403e-05 7.13729e-05 -1.667e-05 -9.72244e-05 -0.000260386 -0.000388582 0.000211813 0.000424858 -0.000141473 0.000588627 7.78376e-05
internal_weight=0 0.020529 0.0194224 0.0177442 0.0164728 0.0153229 0.0141168 0.0120634 0.0102709 0.00672195 0.0053112 0.00354897 0.00245063 0.00336252 0.00205335 0.00203487
internal_count=3910 3784 3693 3424 3285 3181 2546 2351 2294 1995 1944 299 262 1023 195 379
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=14
num_cat=0
split_feature=15 11 3 16 1 0 43 15 457 0 16 16 0
split_gain=5.47478e-05 0.000111645 0.000120202 0.000122533 0.000120555 0.000121674 0.000115974 9.03411e-05 0.000157463 7.4526e-05 6.84318e-05 5.73816e-05 3.97821e-05
threshold=-0.24219999999999997 0.080455000000000013 -0.12008499999999998 -0.30307999999999996 0.094385000000000011 -0.099864999999999995 -0.079109999999999986 -0.0071449999999999994 0.082870000000000013 0.12500000000000003 -0.23935499999999996 -0.073459999999999984 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 -4 7 11 -7 8 -5 -2 -1 -6 -9
right_child=1 -3 3 4 5 6 -8 12 -10 -11 -12 -13 -14
leaf_value=0.0024993698230592136 0.0028975428869403141 -0.0025420116841158484 -0.0022711093458683117 -0.0037803787507198847 0.00087379084487156653 -0.0019961350459062705 0.0012403590512912867 0.00083209176301411356 0.00018717455488729629 0.00013335852480452114 -0.00024274060058039124 0.003317229588485647 -0.00090426295589115645
leaf_weight=0.0010263662363456164 0.0011745662902066271 0.001026727391029437 0.0015180941541240575 0.0011803476025202915 0.0010008379059769368 0.0011393034459083497 0.0013504818315267161 0.0016990375957820225 0.0010594780974328977 0.0010147528916490955 0.0010057470434963157 0.0011561199824564605 0.0013000092191402209
leaf_count=192 148 206 252 906 69 149 287 1223 119 33 125 104 97
internal_value=0 -0.000166498 1.29326e-05 -0.000294894 8.58506e-06 0.000884602 -0.000240632 -0.000768419 -0.00190365 0.00161634 0.00114223 0.00218346 7.94269e-05
internal_weight=0 0.0146198 0.013593 0.0114037 0.00988562 0.00464674 0.00248979 0.00523887 0.00223983 0.00218932 0.00203211 0.00215696 0.00299905
internal_count=3910 3593 3387 3206 2954 609 436 2345 1025 181 317 173 1320
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=13
num_cat=0
split_feature=40 13 48 2 40 49 4 51 49 12 12 4
split_gain=5.58125e-05 7.12911e-05 0.000145487 0.000149083 0.000109968 0.000121802 0.00012796 0.000108448 8.31604e-05 0.000182514 0.000160428 7.60694e-05
threshold=-0.083709999999999993 -0.23438999999999996 0.11930500000000001 0.11542500000000001 -1.0000000180025095e-35 0.0047850000000000011 -0.23071499999999998 -0.09021499999999999 -0.029304999999999998 0.094045000000000004 0.085185000000000025 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 10 11 -9 -10
right_child=1 2 -4 -5 5 -7 7 8 9 -11 -12 -13
leaf_value=0.0018163598987889426 0.0015422324480546216 -0.0029009077093022709 -0.0031415893991084778 0.0022973888356003489 -0.0031180620384571537 0.0023733986939250035 0.0018978351138321673 -0.0010815638198604476 0.00074748666634811753 -0.0041406051007281839 0.0030130639825327156 -0.0018778887107236491
leaf_weight=0.0010297420971087734 0.0015088409568458977 0.0010347437471023057 0.001092409739363997 0.0015351873564586451 0.0010375871709309053 0.0011271719941957194 0.0014555997065239133 0.0015237413149366595 0.0019015083063494667 0.0010609599297326314 0.0010618171276130101 0.0011632875926834182
leaf_count=169 194 162 126 330 181 535 156 141 1188 432 121 175
internal_value=0 -0.000127856 -0.000307925 -6.79921e-05 -0.000387469 -0.000135741 -0.000443007 -0.000103148 -0.000537136 -0.00124976 0.000599986 -0.000249013
internal_weight=0 0.0155029 0.013994 0.0129016 0.0113664 0.0103317 0.0092045 0.00816691 0.00671131 0.00412576 0.00258556 0.0030648
internal_count=3910 3741 3547 3421 3091 2929 2394 2213 2057 1795 262 1363
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=12
num_cat=0
split_feature=0 1 147 15 39 47 4 2 42 49 43
split_gain=5.6873e-05 0.000121411 0.000101321 0.00019052 8.90189e-05 0.000133218 8.78877e-05 0.000179809 7.97269e-05 7.71106e-05 5.96069e-05
threshold=0.055865000000000005 0.076710000000000014 0.089245000000000005 0.024640000000000006 0.085060000000000011 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.083725000000000008 -0.006494999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 9 -8 -1 -3 -2
right_child=10 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0031041041025824802 0.0027944871940560538 -0.0023224978781814986 0.0026702875463782577 -0.003463027563342018 0.0023405289396205785 -0.0019385681813777458 0.003602190614706667 -0.00062044148807928966 -0.00018506399340100009 0.0007663969666613815 0.00013777476691294552
leaf_weight=0.0015710084415889985 0.0010027732231299158 0.0010411765000243895 0.0010834472474869636 0.0010988494922183701 0.0013659924045366636 0.0019963359570434464 0.0015992123102465255 0.0013866449947356405 0.0012275445490338458 0.0013895727889003942 0.0016377924175335198
leaf_count=897 81 137 122 490 274 266 104 121 1024 220 174
internal_value=0 -0.000228325 0.000178999 -9.42585e-05 0.000327407 -4.35541e-05 0.000654869 0.00164118 -0.00182371 -0.000556687 0.00114668
internal_weight=0 0.0137598 0.0109612 0.00987778 0.00877893 0.00741294 0.00541661 0.00298586 0.00279855 0.00243075 0.00264057
internal_count=3910 3655 1734 1612 1122 848 582 225 1921 357 255
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=17
num_cat=0
split_feature=14 38 124 484 160 43 3 3 11 15 42 3 15 13 47 52
split_gain=0.000204809 0.000203919 0.000284908 0.000176267 0.000203586 0.000214975 0.000283336 0.000219046 0.000226741 0.000215256 0.000486304 0.000197702 0.000265403 0.000158448 0.000155936 0.000328659
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.18078000000000002 0.15165000000000003 -0.12008499999999998 0.081565000000000012 1.0000000180025095e-35 0.081685000000000021 -0.078669999999999976 -0.017214999999999998 0.10741000000000002 0.09252500000000001 -0.072349999999999984
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 11 -11 -9 14 -6 15 -13
right_child=-2 -3 3 4 5 -7 -8 9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.00064502303588468411 -0.00066126894412301524 -0.00063972397396903414 -0.00053227978085295671 -0.00051454377822436473 0.0010520820276839465 -0.00059556942199916608 0.0009110840946735336 -0.00042297967519224524 -0.00014340022936524144 -0.0011297678159466733 0.00031128797211394407 -0.00022734239710525832 0.00080403089726377539 0.00024610617295328077 -0.00035219472845171047 0.00072326963132686678
leaf_weight=0.00180828519841138 0.0010923896218663345 0.0010492997068138879 0.001366515862393519 0.0014279323531830026 0.001300830830398776 0.0010088544344136119 0.00106291210272673 0.0014798044403553576 0.0011629201201959205 0.0011945008444508845 0.0010533960580575985 0.0018233349239550889 0.0013833034087278456 0.0010566297897198762 0.0016402885843039318 0.0016615764527454571
leaf_count=271 126 84 568 454 67 198 118 453 133 503 456 121 80 44 99 135
internal_value=0 2.49846e-05 5.91227e-05 2.23144e-06 4.45591e-05 9.49978e-05 0.000142009 8.25858e-05 0.000415256 -3.18245e-05 -0.000454469 8.71069e-05 0.000203083 0.000690838 4.08853e-05 0.000225901
internal_weight=0 0.0214804 0.0204311 0.0186228 0.0172563 0.0158284 0.0148195 0.0137566 0.00352038 0.0102362 0.0022479 0.00798831 0.0065085 0.00235746 0.0051252 0.00348491
internal_count=3910 3784 3700 3429 2861 2407 2209 2091 244 1847 959 888 435 111 355 256
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=14
num_cat=0
split_feature=2 40 2 4 2 49 0 52 49 12 4 3 12
split_gain=5.20331e-05 0.000105114 0.000103406 0.000127684 9.50137e-05 0.000151867 8.0642e-05 0.000104996 0.000133994 9.8297e-05 0.000133122 9.04871e-05 8.49525e-05
threshold=0.097940000000000013 -0.012844999999999997 0.11230000000000001 -0.04133499999999999 0.11635500000000001 0.0052300000000000011 -0.060094999999999989 -0.089799999999999977 -0.047309999999999998 0.084100000000000022 -0.00072999999999999985 -0.013944999999999997 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 7 -1 -9 10 -10 12 -8
right_child=1 2 4 -5 5 -7 11 8 9 -11 -12 -13 -14
leaf_value=-0.0039047512023513758 0.0032118680666625623 -0.00060138052723514518 -0.0033675272748256786 0.0036614579562478972 0.0022660928537241334 -0.0026256911788210247 0.0034011599093473539 0.0016581579332679934 0.0018911306205531676 -0.0038812788136064948 -0.0028310383637816534 -0.0016721408258857735 -0.00018434313810010091
leaf_weight=0.0010186360293747898 0.0011619631528532511 0.0012548953061851387 0.0010453842871935484 0.001268410566525849 0.001272892573253831 0.0010314290378988303 0.0012541613172917659 0.0016314982792901972 0.0010773423360966108 0.0011607917734961972 0.0010665263569620206 0.0010163799197859197 0.0011257512654077317
leaf_count=357 224 190 116 250 241 161 136 204 184 1526 157 99 65
internal_value=0 0.000608041 9.28792e-05 0.00154145 -0.000998321 7.64991e-05 -0.000470644 -0.00113515 -0.000563608 -0.00166048 -0.000458042 0.000694448 0.00170514
internal_weight=0 0.00703497 0.00587301 0.00252331 0.00334971 0.00230432 0.00935109 0.00595479 0.00493616 0.00330466 0.00214387 0.00339629 0.00237991
internal_count=3910 1182 958 440 518 402 2728 2428 2071 1867 341 300 201
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=17
num_cat=0
split_feature=14 38 124 484 160 43 3 48 4 15 3 133 160 47 2 49
split_gain=0.000366834 0.000231276 0.000306508 0.000246043 0.000207653 0.000306266 0.000286305 0.000195039 0.000243097 0.000144856 0.000361771 0.000141884 0.000186136 0.000106869 0.000142125 7.25511e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.18078000000000002 0.15165000000000003 0.11930500000000001 0.28937500000000005 0.035895000000000003 -0.084014999999999992 1.0000000180025095e-35 -0.021529999999999997 0.10783500000000001 0.087995000000000004 -0.047309999999999998
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 11 -11 12 -6 14 -14 -16
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17
leaf_value=0.00071239451470463046 -0.00090769300580804783 -0.00073514678638942797 -0.00066242787308378977 -0.00054752995035390738 0.0009092140147659467 -0.00076035606297405773 0.0010005175746631457 -0.00052047132275462554 0.00072269606146381363 0.00029945448256539801 -0.0009830496356426487 -0.00031391260995461661 -0.00033366051810342507 0.00055784313690823142 0.00062505362673592984 7.3308676579480412e-05
leaf_weight=0.0018878511246708798 0.0012309178223221797 0.0010519008575492475 0.0014286464586747314 0.0014514648340636189 0.0010892753692647861 0.0010530473296382998 0.0010869791137424626 0.0012551888833228194 0.0019049029600392816 0.0013628753195874641 0.0011240215155022448 0.0013804332829139287 0.001794335583552218 0.0014433415729109278 0.0010183618327865851 0.0019370438534693363
leaf_count=271 126 84 568 454 120 198 118 78 157 445 508 342 148 48 50 195
internal_value=0 3.08004e-05 6.87734e-05 5.91428e-06 5.92526e-05 0.000112793 0.000172511 0.000109615 0.000170197 7.5804e-05 -0.000280209 0.000178007 0.000271255 0.000159047 3.78618e-05 0.000263427
internal_weight=0 0.0222697 0.0212178 0.0193299 0.0179013 0.0164498 0.0153968 0.0143098 0.0130546 0.0111497 0.0024869 0.00866279 0.00728236 0.00619308 0.00474974 0.00295541
internal_count=3910 3784 3700 3429 2861 2407 2209 2091 2013 1856 953 903 561 441 393 245
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=14
num_cat=0
split_feature=484 15 3 15 159 2 43 0 1 4 47 2 3
split_gain=5.62306e-05 6.07918e-05 0.000111867 0.000105823 9.76583e-05 0.000108456 0.000164658 0.000111189 7.1818e-05 0.000139324 6.20691e-05 0.000183457 0.000183152
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 -0.0063699999999999989 0.073745000000000019 0.10113500000000002 -1.0000000180025095e-35 0.076335000000000014 0.085990000000000011 -0.00072999999999999985 0.10783500000000001 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7 -4 -10 11 -11 -13
right_child=1 3 8 4 -6 7 -8 -9 9 10 -12 12 -14
leaf_value=-0.0018448915747065655 0.0031153831366767912 -0.0030048440166053104 -0.00188704577224444 -0.0015719860595573756 0.0022592389494970884 -0.0040348666538659109 0.0025430207846091745 -0.0001737737173957379 0.0030245717271814168 -0.0034626170316927225 0.0015550687510172373 0.0031845903253908204 -0.0018430932474807287
leaf_weight=0.0011416170523052644 0.0011553583671165546 0.0010182218992061112 0.001007872885451652 0.0013742691276233529 0.001132078756124668 0.0010206720862492302 0.0014954203611352882 0.0011893467984380734 0.0013381828055924437 0.0011717170805125832 0.0011854199686039974 0.0011077202829336288 0.0010296228359362586
leaf_count=612 123 214 577 786 171 184 426 94 212 178 97 137 99
internal_value=0 0.000129825 0.000645464 -0.000440437 -2.00849e-05 -0.000528062 0.00057238 -0.00195698 0.000228297 0.000593824 -0.000129905 -0.00073352 0.000762603
internal_weight=0 0.0152259 0.00799589 0.00723001 0.00621179 0.00507971 0.00286969 0.00221002 0.00684054 0.00583266 0.00449448 0.00330906 0.00213734
internal_count=3910 3298 1423 1875 1661 1490 1212 278 1300 723 511 414 236
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=12
num_cat=0
split_feature=41 150 150 151 4 52 15 3 13 3 4
split_gain=5.71266e-05 7.17053e-05 9.94585e-05 8.32441e-05 0.000151766 9.35785e-05 8.76463e-05 0.000148919 0.000129637 0.000164942 3.11442e-05
threshold=0.078150000000000011 0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.28937500000000005 0.11401500000000002 -0.017214999999999998 -0.074234999999999982 -0.0030249999999999995 -0.10140999999999999 -0.14301
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 10 -10 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.0017670056510130901 -0.0018095775372598982 -0.0016721994920111517 0.0022348313826587355 0.001202930125654445 0.0031371823625578948 -0.0021299361710382728 0.0035569855581078997 -0.0028324904343574146 -0.002856280958222694 0.0014797274564567482 0.0015187119268230459
leaf_weight=0.0016087091028156178 0.0011994610640563277 0.001457588138391753 0.0017587111995943172 0.0012762744328829131 0.0012479480787005925 0.0013605403012144704 0.0011056974437008613 0.0014259770568639794 0.0010822332410068691 0.0016033307053906617 0.0011026667643857968
leaf_count=403 201 149 276 460 265 475 74 267 188 305 847
internal_value=0 0.000136579 0.000330835 4.7378e-05 0.000333406 -5.72473e-05 0.000313989 -0.00092656 0.000998975 -0.000267605 0.00253925
internal_weight=0 0.0150297 0.0135721 0.0118134 0.0102047 0.00895672 0.00759618 0.00270225 0.00489393 0.00268556 0.00220836
internal_count=3910 3709 3560 3284 2881 2616 2141 727 1414 493 921
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=13
num_cat=0
split_feature=11 2 3 4 124 0 160 160 2 4 0 16
split_gain=5.42795e-05 9.62128e-05 0.000153816 0.000144884 9.03e-05 0.000127847 0.000102528 8.29675e-05 0.000146976 0.000151057 0.000104906 6.21386e-05
threshold=0.087830000000000005 0.10910500000000002 0.090325000000000003 0.05864500000000001 -0.073304999999999995 0.12346000000000001 0.087825000000000014 -1.0000000180025095e-35 0.083585000000000007 0.05309500000000001 -0.099864999999999995 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 9 -9 -11 -10
right_child=-2 2 3 -5 5 -7 -8 8 11 10 -12 -13
leaf_value=0.0021219743632258444 -0.0019999068176268279 0.0036860617474971649 0.002173855009976989 -0.0019514472427013829 -0.0015029583467394336 -0.0034742438812603847 -0.0025750688005296502 -0.003308272767663204 0.0038522809522177071 0.0030095193448529678 -0.0011056883389914177 0.00084208930800472141
leaf_weight=0.0011199577162753884 0.0010589094834368975 0.001461225186307224 0.0013695465420772712 0.0014576007013195266 0.0017873260182460658 0.0011397988547744578 0.0013053212079643522 0.0010666538672212912 0.0012718387429340827 0.0010096703341577751 0.001046093450819463 0.0010288734076877568
leaf_count=199 157 458 109 144 933 69 303 484 442 47 58 507
internal_value=0 0.000133233 0.00128695 4.69607e-05 -0.000325916 -0.000609848 -0.000226462 0.000198711 0.000759538 -0.000527416 0.00091546 0.00250613
internal_weight=0 0.0150639 0.00428837 0.00282715 0.0107755 0.00965558 0.00851578 0.00721046 0.00542313 0.00312242 0.00205576 0.00230071
internal_count=3910 3753 711 253 3042 2843 2774 2471 1538 589 105 949
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=16
num_cat=0
split_feature=14 38 124 484 42 3 15 4 15 47 1 3 16 1 0
split_gain=0.000185862 0.000181276 0.000188832 0.000178136 0.000160429 0.00026062 0.000268992 0.000212191 0.00017934 0.00023018 0.000246981 0.000176965 0.000191585 0.000133 0.000129031
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.091955000000000023 -0.100615 -1.0000000180025095e-35 0.074650000000000008 1.0000000180025095e-35 0.09252500000000001 0.094890000000000016 0.013395000000000002 -0.033174999999999989 0.11113500000000003 0.047345000000000005
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 -6 9 10 11 -7 -13 -12 -8
right_child=-2 -3 3 4 7 8 14 -9 -10 -11 13 12 -14 -15 -16
leaf_value=0.00053112109421687287 -0.00063663133554809498 -0.00057856095657898561 -0.00053344596295690704 0.00095103839247519804 -0.00069619989175849484 -0.00045643641015047148 -0.00022438364396584759 0.0001669309666724401 -0.00045299733336452572 -0.00037885555048192869 0.00099110306341359199 -0.00021098804105614273 0.00058639119081612269 0.00026667777115660504 0.00052590264482809692
leaf_weight=0.001807653646517359 0.0010812688659796446 0.0011430796063710549 0.001348715054663655 0.0015782667357635283 0.0014568132373620956 0.0013930302083483247 0.0012095856208457151 0.0012781268064319014 0.0018048447335667081 0.001993314108326226 0.0011621646149730935 0.0013505574853525104 0.001543305252416971 0.0012653722368403675 0.0010015512062864218
leaf_count=269 126 91 568 137 486 528 103 130 840 176 95 43 73 141 104
internal_value=0 2.04066e-05 5.43123e-05 7.43306e-06 5.02513e-05 0.000115858 0.000463476 -0.000292831 -9.44553e-06 8.2489e-05 0.000219448 -3.68579e-06 0.000214257 0.000613491 0.000115464
internal_weight=0 0.0213364 0.0201933 0.0183856 0.0170369 0.014302 0.0037894 0.00273494 0.0105126 0.00870774 0.00671443 0.00428689 0.00289386 0.00242754 0.00221114
internal_count=3910 3784 3693 3424 2856 2240 344 616 1896 1056 880 644 116 236 207
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=13
num_cat=0
split_feature=1 0 150 151 12 2 0 12 16 43 52 49
split_gain=5.60159e-05 9.49502e-05 8.00333e-05 0.000133832 0.000105275 0.000121011 9.56203e-05 9.6779e-05 9.03817e-05 0.000104038 8.66756e-05 6.11578e-05
threshold=0.12730000000000002 -0.053834999999999994 0.077110000000000012 -1.0000000180025095e-35 0.098845000000000016 0.096540000000000015 -0.072559999999999986 0.078515000000000015 -0.27337499999999998 -0.044024999999999988 -1.0000000180025095e-35 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -7 -10 11 -4
right_child=1 -3 10 4 -6 8 -8 -9 9 -11 -12 -13
leaf_value=-0.0035099150670933939 0.0030815978841566899 -0.00031496206385654544 0.001271312893789739 -0.00033796190250167486 -0.0023094213597981859 0.0035315016234762791 0.00097996196760007656 -0.0037942083076335995 0.0025847640049611953 -0.00095812816829719306 0.0029048615248582249 -0.0016375944821166409
leaf_weight=0.0010945877404358673 0.0011269690357272638 0.0014318893582855826 0.0012059344905703956 0.0013466232839914336 0.0015977761553603344 0.0010100256597249668 0.0013219505340175924 0.0011516639122004647 0.0010560149616345368 0.0015932864192796103 0.0011373802715551754 0.0010240781686263259
leaf_count=338 193 152 159 134 468 93 235 1397 193 242 145 161
internal_value=0 0.00118095 -0.00023127 -0.000618493 -0.000269832 0.000165863 -0.000923843 -0.00193123 0.00130349 0.000454073 0.00093842 -6.45309e-05
internal_weight=0 0.00255886 0.0135393 0.0101719 0.00907734 0.00747956 0.00382024 0.00249829 0.00365933 0.0026493 0.00336739 0.00223001
internal_count=3910 345 3565 3100 2762 2294 1766 1531 528 435 465 320
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=13
num_cat=0
split_feature=484 1 12 43 52 151 2 4 15 43 0 15
split_gain=5.29235e-05 6.58289e-05 9.97181e-05 0.000101207 0.000145248 8.79226e-05 0.000129262 0.000121978 0.000100044 8.19747e-05 8.57928e-05 6.48275e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 -0.0088999999999999982 0.090050000000000005 0.24280000000000004 -0.07142999999999998 -0.071899999999999978 -0.086414999999999978 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -10 -11 -6
right_child=1 -3 -4 4 11 7 -8 -9 9 10 -12 -13
leaf_value=-0.0018083033469246837 0.0024883777344758841 0.0019583710829786279 -0.0025709184020870821 0.0011978736829827248 -0.00052371006748079703 -0.0016191966966380309 -0.0025903392583993723 0.003160239137046994 0.0029852467177817702 0.0020620873995674336 -0.0012682824412761611 -0.0034269787180921615
leaf_weight=0.0011162407225503599 0.001244150765030763 0.00132033808224698 0.0010640586023681195 0.0011973325908988305 0.001091014968693369 0.0014103658138728253 0.0014875452407296409 0.0014270061125892415 0.0011332190963401463 0.0010025221681077611 0.0013194042572758711 0.0011780201979123273
leaf_count=612 156 216 117 229 261 295 216 192 248 147 524 697
internal_value=0 0.000129175 -4.90046e-05 0.000165834 -9.10999e-05 0.000399211 -0.00090097 0.00095397 0.000306893 0.00109311 0.000169648 -0.00203101
internal_weight=0 0.014875 0.0135546 0.0124906 0.0112464 0.0089774 0.00268488 0.00629252 0.00486551 0.00345515 0.00232193 0.00226904
internal_count=3910 3298 3082 2965 2809 1851 445 1406 1214 919 671 958
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=18
num_cat=0
split_feature=38 12 3 49 3 4 160 151 13 2 16 13 43 43 13 13 1
split_gain=0.000186001 0.000206978 0.000250755 0.000228398 0.000345388 0.000181376 0.000308635 0.000255796 0.000248718 0.00019896 0.000145069 0.000137174 0.000118878 0.000397924 0.000249966 0.000203815 1.95615e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.015794999999999997 -0.029304999999999998 -0.12008499999999998 0.0057500000000000008 0.088785000000000017 -0.0074049999999999993 -0.0064299999999999991 0.086365000000000011 -0.13863999999999996 -0.23438999999999996 -0.074254999999999988 -0.079109999999999986 -0.10939499999999998 -0.028919999999999998 0.11649500000000002
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 -3 8 7 -7 -4 -10 -9 -5 13 15 -14 -13 -12
right_child=-2 3 5 11 -6 6 -8 10 9 -11 16 12 14 -15 -16 -17 -18
leaf_value=0.00075741827355441929 -0.00061897491174799405 0.0009522725600492407 0.00050635928782256424 0.00023158478039535029 -0.00023946603672182139 -0.00055540654812420199 0.0010434969320891009 0.00082544965629020753 0.00013454855635324165 -0.00076402253591055741 0.00023933114011040935 -0.0010658900730304483 -2.4983670968428191e-06 0.00066634107680176892 -0.0010213423312741205 -0.00015501724663985524 -7.8554282978615238e-05
leaf_weight=0.0017483396749397957 0.0011532933059644748 0.0011443687839343131 0.0010010310576702708 0.001230846620046573 0.0013977619226001863 0.0011656972739119151 0.0010959749118287787 0.0010196833750148937 0.0010132619324902982 0.0017194563990619027 0.0010003128899795915 0.0010206145150370213 0.0010297540334622988 0.001054210656689562 0.0015775253895112355 0.0016848040906521505 0.0010031347074568875
leaf_count=189 95 52 136 34 207 84 39 146 64 158 73 523 83 162 1437 372 56
internal_value=0 4.45783e-05 0.000199895 -0.000120342 0.000297009 9.18134e-05 0.000283551 8.47175e-05 -0.000179575 -0.000430842 0.000331545 -0.000259984 -0.000355014 -0.000171978 -0.000618946 -0.000498642 8.01646e-05
internal_weight=0 0.0209068 0.0107669 0.0101399 0.00254213 0.00901855 0.0052848 0.00418883 0.00373375 0.00273272 0.00302313 0.00759776 0.00636691 0.00375963 0.00260728 0.00270542 0.00200345
internal_count=3910 3815 945 2870 259 756 398 359 358 222 275 2611 2577 1057 1520 895 129
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=13
num_cat=0
split_feature=41 15 1 16 4 12 2 12 12 0 16 51
split_gain=5.4086e-05 5.81239e-05 6.37152e-05 0.000139599 9.5271e-05 0.000102747 0.000112649 7.33217e-05 9.84452e-05 6.14757e-05 0.000118391 7.46192e-05
threshold=0.079885000000000025 0.10363000000000001 0.13662500000000002 -0.52908499999999992 0.28937500000000005 -0.092644999999999991 0.10836000000000003 0.098355000000000012 0.090385000000000007 -0.12329499999999999 -0.055679999999999993 0.084305000000000019
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 11 -11 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0033941190325719453 -0.0022561468698885532 -0.0022172913749203401 0.0026203927612958701 -0.0029369099859673344 0.0034430039892204183 0.002930173029683401 0.0027800742312632139 -0.0024947983868296294 0.0024442541407132877 0.00099701525098708503 -0.0031744150139959874 -0.00099859180754090855
leaf_weight=0.0010899520342142971 0.0010490440255044855 0.0010142428728125924 0.0011662245848523796 0.0010204983424752503 0.0010170450901834426 0.0010248161616471796 0.0018240798822323299 0.0011079898748460378 0.0017496119734466201 0.0012752792497158182 0.001630882419655021 0.0010093388958902216
leaf_count=125 177 357 187 104 144 109 324 286 576 757 702 62
internal_value=0 0.000153045 0.000325806 0.000115915 0.000444039 0.000157444 0.000485628 -5.10865e-05 0.000353642 -0.000386747 -0.00134391 0.000980737
internal_weight=0 0.01493 0.0139157 0.0127495 0.0116595 0.0106425 0.009622 0.00779792 0.00668993 0.00494032 0.00290616 0.00203416
internal_count=3910 3733 3376 3189 3064 2920 2816 2492 2206 1630 1459 171
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=16
num_cat=0
split_feature=14 38 124 484 13 3 0 0 16 2 3 51 4 15 16
split_gain=0.000178076 0.000150026 0.000267697 0.000178291 0.000181549 0.000197607 0.000256802 0.000269196 0.000259255 0.000143992 0.000122578 0.000144851 0.000206864 9.12545e-05 7.43359e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.10241499999999999 -0.13927999999999999 -0.053834999999999994 -0.017269999999999997 -0.30307999999999996 0.11203000000000002 -0.075954999999999981 -0.004559999999999999 0.0057500000000000008 -0.07052499999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 8 -8 -7 14 13 -12 -13 -10 -5
right_child=-2 -3 3 4 5 6 7 -9 10 -11 11 12 -14 -15 -16
leaf_value=0.00060574191451835701 -0.00057390923705104313 -0.00049176854256612285 -0.00050346747336526046 0.00040977926865413657 0.00038112009116479553 -0.00055288232958624196 -0.0010307725813084134 -2.5650584993727847e-05 0.0001429815099497739 0.00077016155055128002 0.00064005564484223175 -0.0003175187093521414 0.00039934854013255966 -0.00042785800901841328 -0.00010220428940481889
leaf_weight=0.00164912281241164 0.001061668678560195 0.001078513530310298 0.0013083893069671037 0.001089465608782314 0.0019704036163490308 0.0014282637432344479 0.0011332294818886361 0.0010447908898270257 0.0010908309221197192 0.0010748132072937594 0.001359387738154777 0.0014552951840612633 0.0018848460777574905 0.001199621352051072 0.0012336866743932534
leaf_count=269 135 91 566 61 197 189 153 129 294 120 106 261 95 1169 75
internal_value=0 2.63878e-05 5.59214e-05 3.42788e-06 4.49707e-05 -3.42327e-05 -0.000111469 -0.000548618 1.63337e-06 0.000337888 0.000114938 0.000246985 8.70104e-05 -0.000155995 0.000137896
internal_weight=0 0.0200007 0.0189221 0.017273 0.0159646 0.0125667 0.0105963 0.00217802 0.00841825 0.00339797 0.00698998 0.00469953 0.00334014 0.00229045 0.00232315
internal_count=3910 3775 3684 3415 2849 2593 2396 282 2114 256 1925 462 356 1463 136
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=20
num_cat=0
split_feature=1213 1374 1456 38 39 51 43 48 2 52 133 475 16 13 2 457 1 48 4
split_gain=0.000331472 0.000296837 0.000266578 0.000274947 0.000262852 0.000281875 0.000272037 0.00025992 0.000229691 0.00020155 0.00023411 0.000246743 0.000257198 0.000296007 0.00028161 0.000212615 0.000271361 0.000137322 0.000149405
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.085060000000000011 0.13741000000000003 -0.085894999999999985 0.11379500000000002 0.12238000000000002 0.11401500000000002 0.098810000000000023 -1.0000000180025095e-35 0.025915000000000004 -0.10241499999999999 0.097360000000000016 0.081330000000000013 0.077800000000000022 -1.0000000180025095e-35 0.05309500000000001
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 -6 8 9 10 11 -4 13 -13 -14 16 -15 -18 -19
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12 12 14 15 -16 -17 17 18 -20
leaf_value=-0.00090117874642736055 -0.00079757559843344767 -0.00071964305318041998 -0.00029091717607669128 -0.00060500901049694825 0.00015182628453557566 -0.00072285825964478435 0.0012269020162040262 -0.00057662097745514343 0.0008685645377983569 -0.00042039952072684788 -0.00053048430887658426 0.00086827603882137902 0.00022196551896379497 -0.00080453557827002366 0.0012529276559982803 0.00063732342426960347 -0.00037528438617758452 -9.0628905405542424e-05 0.00067088449936559354
leaf_weight=0.0010033737908751441 0.001042889457760098 0.0010310351225372117 0.0017271226355282466 0.0012861568065587461 0.0012854710163669909 0.001022195964162787 0.001074696781645997 0.0011982231255180239 0.001135336219397918 0.0014748273505160526 0.0010154815992532021 0.0013472719278079569 0.0012272864954032264 0.0010615389241287422 0.0014227229425473609 0.0012135385543747823 0.0010603620468430108 0.001250882207894044 0.0013135053602368885
leaf_count=592 68 332 375 92 100 111 226 96 180 323 347 95 104 404 97 99 36 186 47
internal_value=0 2.46226e-05 6.33383e-05 0.000101568 0.000147395 8.06622e-05 0.000641359 0.000130598 0.000186166 0.000131276 0.000195647 0.000259081 0.00035506 0.000201333 0.000775463 4.90316e-05 -0.00010331 0.00010205 0.000299426
internal_weight=0 0.0231905 0.0221477 0.0211166 0.0198305 0.0174703 0.00236017 0.0164481 0.0152499 0.0141145 0.0126397 0.0116242 0.00989711 0.0072471 0.00265001 0.00589983 0.00468629 0.00362475 0.00256439
internal_count=3910 3318 3250 2918 2826 2500 326 2389 2293 2113 1790 1443 1068 867 201 772 673 269 233
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=19
num_cat=0
split_feature=1374 124 457 484 133 38 15 42 52 156 12 123 457 0 4 16 42 1
split_gain=0.000262359 0.000322682 0.000266335 0.0003225 0.000315099 0.000250702 0.000233448 0.000287823 0.000257989 0.000220982 0.000246439 0.000225561 0.000218139 0.000200344 0.000411217 0.000251291 0.000150407 4.02059e-05
threshold=-0.094679999999999986 0.10385500000000002 0.090920000000000015 -0.0043499999999999988 0.099765000000000006 1.0000000180025095e-35 0.079360000000000014 0.08401500000000002 0.17829500000000004 0.091280000000000014 0.092365000000000017 0.084845000000000018 -1.0000000180025095e-35 -0.11524 -0.060264999999999992 -0.19424999999999998 0.083815000000000014 0.11395500000000001
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 8 -8 9 10 11 12 -5 15 -15 -14 17 -12
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 16 -13 13 14 -16 -17 -18 -19
leaf_value=-0.00086336646012610471 -0.00084685958545799929 0.00090470286283785039 0.00079344937701999953 -0.00015263689771907583 -0.00086480224648719135 -0.00076640880266057971 -0.00082189024365551203 0.0003090924132830694 -0.00062129503535200985 -0.00046865144701189017 2.0047056321812915e-05 -0.00021957988504486413 0.0004618111542585151 0.0010301043754446916 -9.0971919830660377e-05 0.0015516281541128748 -0.00042870716505736406 0.00049118566856842609
leaf_weight=0.0010201446628586011 0.0014415766090283407 0.0011448717380568253 0.0011013397828982798 0.0010096462495846623 0.0011810094973685728 0.0010465254767087475 0.0016222737244680754 0.0011003662884580961 0.0010842413956296476 0.001158200443985403 0.0010623115499808254 0.0011813290955877027 0.0010927658479166769 0.0018600539243961312 0.001955793952554419 0.0014144846530491605 0.001694296138471385 0.0010488772370997879
leaf_count=68 589 48 133 121 498 83 538 387 195 229 130 153 77 104 345 61 120 31
internal_value=0 2.11175e-05 -2.47491e-05 -6.7754e-05 -1.0193e-05 4.48663e-05 9.39862e-05 -0.000364799 0.000179765 0.000244207 0.000311225 0.000472632 0.00058415 0.000701797 0.000455502 0.00107664 -4.9893e-05 0.000254117
internal_weight=0 0.0232 0.0220551 0.0209538 0.0195122 0.0183312 0.0172846 0.00272264 0.014562 0.0134778 0.0123196 0.00851407 0.00733274 0.0063231 0.00381585 0.00250725 0.00380548 0.00211119
internal_count=3910 3842 3794 3661 3072 2574 2491 925 1566 1371 1142 861 708 587 449 138 281 161
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=19
num_cat=0
split_feature=14 43 40 13 132 42 12 2 2 2 2 2 52 42 52 0 16 3
split_gain=0.000273397 0.000260174 0.000273992 0.000234546 0.000218489 0.000215121 0.000159948 0.000201229 0.000155751 0.000343084 0.00022667 0.000217896 0.000206241 0.00011789 0.000159494 0.000132024 0.000122875 0.000109786
threshold=0.077685000000000018 0.24789500000000006 -0.083709999999999993 -0.091229999999999992 0.079995000000000011 -0.10770999999999999 0.080120000000000011 0.092745000000000008 0.096750000000000017 0.10433000000000002 0.11230000000000001 0.11635500000000001 -0.092854999999999979 0.088585000000000011 0.071660000000000015 -0.087899999999999992 -0.057604999999999996 0.11818000000000002
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 6 5 -5 -4 -8 12 -10 -11 -12 -7 14 15 16 -14 -13
right_child=-2 -3 3 4 -6 8 7 -9 9 10 11 17 13 -15 -16 -17 -18 -19
leaf_value=0.0007657619544374683 -0.00073676145383687244 -0.00070819755880471998 0.00072643219043549317 -0.00071445458594562579 0.00049207262889672276 -0.00051375756823852372 -0.00036483837576101918 0.00042888758500511903 -0.00094034152585342095 0.00046242609886484225 -0.00081623895223167855 0.00032010006560780985 1.6685144186206364e-05 -0.00027420059797017131 0.00071636201414385862 -0.00028775183190447461 0.00060870554918486986 -0.00034117501133380926
leaf_weight=0.0010833037556207048 0.001068755021547462 0.001000553882003481 0.0013746059208299159 0.0011881341540111228 0.001351119343196267 0.0011041419310223906 0.0011061622719392011 0.0017513469053613007 0.0012048078971913789 0.0012488409813257474 0.0010421201569801967 0.0010892196325725445 0.0016549175699040342 0.0010728307234880129 0.001227459218340568 0.0012056219790691821 0.0013520737580730675 0.0010433170843686668
leaf_count=160 126 226 195 186 278 287 184 101 163 169 71 206 137 503 411 337 117 53
internal_value=0 1.77052e-05 5.21272e-05 1.35053e-05 -6.81542e-05 -0.000120597 0.000318072 0.000121631 -6.73268e-05 -0.000251114 -6.33926e-05 -0.000270238 6.84754e-05 0.000167182 0.000254227 0.000119571 0.000282883 -3.42055e-06
internal_weight=0 0.0221006 0.0211 0.0200167 0.0157846 0.0144335 0.00423212 0.00285751 0.0132454 0.00562831 0.0044235 0.00317466 0.00761705 0.0065129 0.00544007 0.00421261 0.00300699 0.00213254
internal_count=3910 3784 3558 3398 2918 2640 480 285 2454 662 499 330 1792 1505 1002 591 254 259
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 3 0 15 3 15 16 1 12 16 4 12
split_gain=0.000242117 0.000159513 0.000285484 0.000197813 0.000346626 0.000211307 0.000227286 0.000197785 0.0001898 0.000187617 0.000185366 0.000169432 0.000187081 0.000162611 9.56534e-05 6.95292e-05 5.18377e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.11930500000000001 -0.12008499999999998 -0.10575999999999998 -1.0000000180025095e-35 0.13772500000000001 -0.053579999999999996 -0.033174999999999989 0.11198000000000001 0.092365000000000017 -0.19424999999999998 -0.056579999999999991 0.083325000000000024
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 8 11 -6 10 -9 12 14 15 -8 -12 -10
right_child=-2 -3 3 -5 5 -7 7 9 16 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.00068876266668482149 -0.00077448821927981277 -0.00059521143546860237 -0.00090136499420705055 0.00068613862920626194 0.00093664588409123712 -0.00063027815590983578 -0.00051397989897100909 6.1852907755866423e-05 0.00041000876816604592 0.00042605098719911009 -6.6161533414428952e-05 0.00071414239529219705 0.00061312022991531854 -0.001122052389852714 8.1586962397399879e-05 -0.00061164667592572097 -0.00010752322028657138
leaf_weight=0.0017842401571333951 0.0010569365812441714 0.0010458474980681301 0.0011730709131122985 0.0010722622237746551 0.0013148886660512282 0.0012376369680510936 0.0012971552405832976 0.0019452644162751536 0.0010016341429093202 0.0010055648162067693 0.0012306426529835159 0.0013075176161044758 0.0010967993784834484 0.0010180572555103656 0.0016484755390561504 0.0012866467347536362 0.0010857027585808865
leaf_count=271 126 84 551 130 95 101 94 560 36 61 748 56 73 480 72 253 119
internal_value=0 2.98024e-05 6.168e-05 1.91577e-06 -3.96539e-05 2.16989e-05 7.46515e-05 -3.27776e-05 0.00044839 -0.000225397 -0.000344923 0.000200751 3.4695e-05 -0.000568744 -0.00018068 -0.000344972 0.000140821
internal_weight=0 0.0215514 0.0205056 0.0187213 0.0176491 0.016476 0.0152383 0.0118361 0.00340223 0.00648618 0.00548061 0.00534995 0.00404243 0.00353535 0.00294563 0.00251729 0.00208734
internal_count=3910 3784 3700 3429 3299 2748 2647 2397 250 2102 2041 295 239 1481 166 1001 155
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=14
num_cat=0
split_feature=484 1375 1 12 11 43 52 13 12 12 3 48 4
split_gain=5.31192e-05 5.53214e-05 7.13594e-05 9.78631e-05 8.69943e-05 0.00013604 0.000117112 9.33037e-05 0.000125724 8.56404e-05 9.75573e-05 0.000121511 0.000113381
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.079700000000000007 -0.16369999999999998 0.10898500000000001 -0.090744999999999978 0.085665000000000005 0.085945000000000008 0.092005000000000017 0.078735000000000013 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 10 11 12 -9
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0014618528731387454 -0.0013015207202555503 0.0027012751580463164 0.0018115128389597085 -0.0019733500438829624 -0.0016270779103790098 0.00014184766955168329 -0.0018153479536870724 0.001902246896331903 0.0034848145802265141 -0.0014468397982164403 -0.0012815987547889706 0.0030870053239423195 -0.0013209098147255584
leaf_weight=0.0011568820675154105 0.0012741080921202111 0.0011852379940820489 0.0012853831312232772 0.0010635388734742688 0.0010990576724913834 0.0011934273146861994 0.0012727668342199039 0.0010116621310563428 0.0010465246469551492 0.0014841920673533144 0.0011174558379107857 0.0010589402512875511 0.0011624743099700185
leaf_count=612 146 155 211 116 199 186 444 178 126 1016 134 154 233
internal_value=0 0.000102849 0.000230834 7.07921e-05 0.000257697 0.000454368 0.000169464 0.000482319 0.00170371 1.34271e-05 0.0005116 0.00113139 0.000178879
internal_weight=0 0.0152548 0.0139807 0.0126953 0.0116317 0.0105327 0.00934744 0.00807468 0.00223995 0.00583472 0.00435053 0.00323308 0.00217414
internal_count=3910 3298 3152 2941 2825 2626 2471 2027 312 1715 699 565 411
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=18
num_cat=0
split_feature=38 12 50 48 40 159 133 15 16 2 42 48 0 52 48 15 3
split_gain=0.000240918 0.000223061 0.000186043 0.000188313 0.000239719 0.000275663 0.000209894 0.000177087 0.000242432 0.000220668 0.000192519 0.000233982 0.00023232 0.000205692 0.00015835 0.000148885 0.000126809
threshold=1.0000000180025095e-35 -0.071274999999999991 0.10625000000000001 0.12649500000000002 -0.064864999999999992 -0.026594999999999997 0.086975000000000011 0.035895000000000003 -0.15168999999999996 0.10184000000000001 0.078965000000000021 0.086215000000000014 0.012625000000000003 -0.088779999999999984 0.082070000000000018 -0.017214999999999998 0.10420500000000001
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 9 -9 10 11 12 15 -12 16 -7 -11
right_child=-2 2 -4 -5 5 6 -8 8 -10 14 13 -13 -14 -15 -16 -17 -18
leaf_value=0.00056675823836109735 -0.00075619835195696143 -0.00073989706420338197 -0.00070256385631976208 -0.00068893320567802114 0.00084704442362433302 0.00028875678190165858 -0.00065837622918645086 0.00015679662788701818 -0.0008952321408337001 0.00073024536290723521 0.00016464858267204555 -0.0003658292173045966 -0.00022145962866735824 -0.00083778167853134635 0.0011248217561127352 0.0010307273049330727 -0.00012866438788868248
leaf_weight=0.0019972228786157486 0.0012206314758598227 0.0010482375147460301 0.0011358332949662443 0.0010615340994983838 0.0013300076620083234 0.0015996553071972132 0.0011688439062636545 0.0014440299130495937 0.0011438062668505675 0.001002526084925682 0.0011274987082230698 0.0015328011748298662 0.0012259194673589491 0.001266311947269682 0.0010295726126096083 0.0015531053811259762 0.0010008938018626207
leaf_count=353 95 72 384 82 319 127 634 62 777 206 137 106 62 221 85 96 92
internal_value=0 2.32218e-05 -3.19654e-05 9.12978e-06 5.15386e-05 0.000102048 3.64066e-05 9.4721e-05 -0.000308193 0.000186682 4.27742e-05 0.000208155 0.000409084 -0.000365631 0.000580745 0.000654265 0.00030114
internal_weight=0 0.0216678 0.0196706 0.0185347 0.0174732 0.016425 0.015095 0.0139261 0.00258784 0.0113383 0.00830529 0.00591148 0.00437868 0.00239381 0.00303299 0.00315276 0.00200342
internal_count=3910 3815 3462 3078 2996 2924 2605 1971 839 1132 749 391 285 358 383 223 298
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=14
num_cat=0
split_feature=1 0 47 4 1 12 2 3 3 3 42 0 151
split_gain=6.32925e-05 0.000145783 7.20684e-05 9.96247e-05 0.000142496 0.000131091 0.000233292 0.000113064 0.000102083 0.000181306 6.73835e-05 8.43501e-05 3.27284e-05
threshold=0.076710000000000014 -0.089879999999999974 0.13177500000000003 0.0057500000000000008 0.096335000000000018 0.10297500000000001 1.0000000180025095e-35 0.11818000000000002 -0.0038649999999999999 -0.077894999999999978 0.085330000000000003 0.047345000000000005 -0.0065099999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -8 9 -2 11 -3 -10
right_child=2 10 -4 4 5 -7 7 -9 12 -11 -12 -13 -14
leaf_value=-0.0034293250521570486 -0.0015358899408628064 -0.0012172846550909608 -0.0016437355423815283 0.0036352055161287208 -0.0032515328336745579 0.0026100364678733603 0.0028298413263733429 -0.00049280432918439015 -0.00071173239628363619 0.0031714191220756529 -0.0017994341879333051 0.001586601027249379 -0.0027327346371596251
leaf_weight=0.001019167912345232 0.0010392274017424637 0.001066836892512274 0.0010694583830797013 0.0011732609243831496 0.0011127270833541526 0.0014302255845600742 0.0012303813068280881 0.0013501574760362116 0.0010126174094458561 0.0010182212321170926 0.0010371335298046134 0.0018333913914172495 0.0010021223465452324
leaf_count=481 578 780 73 103 183 100 183 120 84 312 689 58 166
internal_value=0 -0.000756799 0.0003158 0.000517908 0.00114286 0.000572128 -0.000217057 0.00109141 -0.000448452 0.000793734 -6.50276e-05 0.000555203 -0.00171697
internal_weight=0 0.00495653 0.0114384 0.0103689 0.00629675 0.00512349 0.00369327 0.00258054 0.00407219 0.00205745 0.00393736 0.00290023 0.00201474
internal_count=3910 2008 1902 1829 689 586 486 303 1140 890 1527 838 250
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=18
num_cat=0
split_feature=14 133 13 50 48 15 159 3 16 0 15 0 3 3 51 0 1
split_gain=0.000222145 0.000155919 0.000215936 0.000205125 0.000224086 0.000262228 0.000198674 0.00021461 0.000229453 0.00020395 0.00019734 0.000143691 0.000130314 0.000126853 0.00012109 0.000114061 9.23836e-05
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.10625000000000001 0.11930500000000001 -0.16430499999999995 0.090705000000000022 -0.12008499999999998 -0.30307999999999996 -0.10575999999999998 -0.079799999999999996 0.12007500000000002 -0.078669999999999976 -0.015794999999999997 0.085845000000000019 -0.10783 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 -4 7 11 -9 10 14 -7 -11 -14 -10 -1 -15
right_child=-2 -3 3 -5 -6 6 -8 8 9 12 -12 -13 13 16 -16 -17 -18
leaf_value=0.00015110302834180889 -0.00070073942896138044 -0.00052972118862972862 0.00067605563185479749 -0.00063114185261162333 -0.00062129946523868293 0.00076272671550125387 -0.00058244033374912517 -0.00063892417010021801 0.00043693664580126936 -0.00046514536309350549 0.00090749517571950874 2.4169721203963827e-05 0.00036700110235627162 -0.00048699137983446627 -0.00026129044727729432 0.00085984959937497574 0.00010972471266966873
leaf_weight=0.0010203287616723511 0.0010269434998607377 0.0011165559601528886 0.0015627739613604608 0.0011153755390134008 0.0010979481100808442 0.0015306192885955446 0.0011491534261875514 0.0012206855079881776 0.0012220259382574733 0.0016961763374514337 0.001037916908734891 0.0010010579617318882 0.0015979808764866738 0.0011774506575310036 0.0010705798121772858 0.0010674946462408052 0.0012072982553095121
leaf_count=109 126 542 265 321 86 102 256 149 75 1103 46 90 345 102 39 81 73
internal_value=0 2.13523e-05 5.24677e-05 -1.95156e-06 4.03968e-05 8.73479e-05 2.12117e-05 7.55684e-05 -2.22139e-05 6.1344e-05 0.000359139 0.000470692 -0.000113305 3.65385e-05 0.000110885 0.000513482 -0.000184899
internal_weight=0 0.0208914 0.0197749 0.017687 0.0165717 0.0154737 0.0139109 0.0127618 0.0102301 0.00900943 0.00333052 0.00253168 0.00567891 0.00398273 0.00229261 0.00208782 0.00238475
internal_count=3910 3784 3242 3052 2731 2645 2380 2124 1932 1783 160 192 1623 520 114 190 175
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 3 2 0 49 3 43 43 15 13 3
split_gain=0.000189188 0.000162272 0.000202314 0.000163231 0.000299955 0.000179483 0.000234873 0.00019085 0.000171379 0.000166189 0.000196213 0.000221666 0.000188213 0.000147166 0.000125895 7.17052e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.11930500000000001 -0.12008499999999998 0.106035 -0.032484999999999993 -0.085974999999999982 0.013395000000000002 -0.074254999999999988 -0.07959999999999999 -0.095799999999999982 -0.089189999999999978 0.092005000000000017
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 -6 9 -8 11 12 -11 -12 -10 -15
right_child=-2 -3 3 -5 5 -7 8 -9 14 10 13 -13 -14 15 -16 -17
leaf_value=0.00061502347562574378 -0.00070206423854016838 -0.00061348732718345396 -0.00088209210125195258 0.00067292434100095738 0.00014681497306725163 -0.00060071875469310757 -0.00056201725958670537 0.0010047911201147436 -2.3448410598370764e-05 -0.00017269952680106841 9.0864125424544641e-05 -0.0006310876079318584 0.00077054621764709413 0.00042286134312078983 -0.00083152601174456091 0.0010666814711129831
leaf_weight=0.0017390013550264176 0.0011031002693672734 0.0011037506079659689 0.0011350573861366965 0.0010068319392123595 0.0018736033688595494 0.0012263469985800404 0.0010722708457311355 0.0012658151960318609 0.0010503391474601109 0.0015906422311900027 0.0019680657344171432 0.0015016410356971177 0.0010063759866514007 0.0010010880230542085 0.0012077088982058006 0.0010152357382189892
leaf_count=269 135 91 549 129 128 101 125 116 35 601 102 1203 122 21 129 54
internal_value=0 2.33876e-05 5.91429e-05 5.202e-06 -3.45448e-05 2.64228e-05 7.92713e-05 0.000492751 -3.44626e-05 6.94171e-05 0.000153181 -0.000109038 0.00019282 0.000422921 -0.000455646 0.00074703
internal_weight=0 0.0207638 0.01966 0.017921 0.0169142 0.0157791 0.0145528 0.00313942 0.0114134 0.00915532 0.00808305 0.00409866 0.00259702 0.00398439 0.00225805 0.00201632
internal_count=3910 3775 3684 3415 3286 2737 2636 244 2392 2228 2103 1926 723 177 164 75
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=21
num_cat=0
split_feature=1213 43 43 1456 38 1374 457 13 12 2 43 43 1 474 49 52 51 3 3 16
split_gain=0.000397391 0.00025543 0.000278599 0.000214954 0.000233476 0.000235704 0.000293536 0.000191198 0.000396194 0.000228936 0.000232422 0.000256317 0.000193231 0.000172915 0.000248864 0.000307765 0.000244308 0.000155461 0.00028328 0.000150486
threshold=-1.0000000180025095e-35 0.24789500000000006 0.14198000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 -0.0064299999999999991 0.080120000000000011 0.10393500000000001 -0.074254999999999988 -0.079109999999999986 0.099595000000000017 0.084420000000000009 0.082865000000000008 -0.081429999999999989 0.083165000000000017 0.090325000000000003 -0.13309499999999996 -0.11807499999999999
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 8 12 10 11 -10 -7 14 15 -9 17 18 -17 -20
right_child=1 -3 -4 4 -6 6 -8 13 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21
leaf_value=-0.001144028135392018 -0.00080233096067039585 -0.00087674573397742014 0.00097201541272799632 -0.00075458884762836392 -0.00067785561228453893 0.00041127336833612671 0.001031107680704384 0.00039030066229032908 6.4582818547829221e-05 -0.00073563976540876562 -0.00037577076659262693 0.0012982937819661974 0.0014805017693596378 0.00065600989144321584 0.00053472959586356276 -0.00080209487729346047 -0.0012776687222984442 -0.00090337749536006939 0.00074871797212767673 -0.00014186188726614986
leaf_weight=0.0010267183140020555 0.0010262256764231063 0.0010183230839404178 0.0011100315095767315 0.0010137230764928331 0.0013588693449995129 0.0011174176855712672 0.0012343541148345785 0.0018915407935386503 0.0013374373994006275 0.0010408039445590593 0.0013137431794230997 0.0010084058405537806 0.0011931659974284527 0.001053893576272562 0.0015983068103572829 0.0014015115739043366 0.0010406447175875522 0.0011304858094538517 0.0010976743336674529 0.0015803321430382673
leaf_count=592 320 216 55 68 91 67 132 202 424 166 525 91 293 105 144 61 71 40 37 210
internal_value=0 2.92564e-05 6.84351e-05 2.37351e-05 6.33259e-05 0.00011355 0.000159772 9.93669e-05 0.000336944 2.8989e-05 0.000246453 0.000594917 0.000963414 -5.494e-05 -0.000131863 -0.000262714 -0.000460327 -0.000297071 -0.000129056 0.000223173
internal_weight=0 0.0245669 0.0235486 0.0224385 0.0214123 0.0200534 0.0190397 0.0178054 0.00701097 0.00470039 0.00365959 0.00234584 0.00231058 0.0107944 0.0097405 0.00814219 0.00625065 0.00521 0.00407952 0.00267801
internal_count=3910 3318 3102 3047 2727 2636 2568 2436 1566 1206 1040 515 360 870 765 621 419 348 308 247
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=20
num_cat=0
split_feature=133 50 38 3 48 4 158 0 457 0 49 15 11 12 52 13 4 52 0
split_gain=0.000309591 0.000267162 0.00029545 0.00033264 0.000255408 0.000319403 0.000327019 0.000197188 0.000292423 0.00028103 0.000285341 0.000249179 0.000175578 0.000175139 0.000156754 0.000159034 0.00015353 0.000106375 0.000105066
threshold=0.10681500000000001 0.11812000000000002 1.0000000180025095e-35 0.16699000000000003 0.11930500000000001 0.28937500000000005 0.084965000000000027 0.059810000000000009 -0.0015249999999999997 -0.10575999999999998 -0.047309999999999998 0.084050000000000014 0.076160000000000019 0.093125000000000013 -0.092084999999999986 -0.083514999999999992 0.044585000000000007 0.090640000000000012 -0.07958999999999998
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 -1 10 -10 13 -7 14 -11 -16 -12 -9 -17
right_child=-2 -3 -4 -5 -6 12 -8 17 9 11 16 -13 -14 -15 15 18 -18 -19 -20
leaf_value=-0.00078207207761069595 -0.00085034735008180393 -0.00071045528405364023 -0.00070340935851548054 0.00085503581468278919 -0.00061551581929087859 0.00028831338575073686 -0.00077926246213181011 0.00082700293486843925 0.00084445448338911499 -0.00056372793733625633 -0.00028917501600748702 -0.00081894112108701856 0.0010829924944088497 0.00048764196454360539 0.00053245322563668914 -0.00054389027288775081 0.00045409447480053373 0.00017925152716769541 0.00015557786945860841
leaf_weight=0.001058038112062184 0.0010071126856996673 0.0011258820395951752 0.0011475467649386664 0.0013155448277847861 0.001280603352476632 0.0018776031456596348 0.001156680920905674 0.0011182142668157988 0.0018057190293348513 0.0014680123271670646 0.0014589621773649607 0.0010545975628660637 0.0010286613974290759 0.0013433321014146744 0.0010689558508729345 0.0010527455129127426 0.0012195772975617247 0.0013229958969418476 0.0010017601049215194
leaf_count=217 545 190 89 146 92 210 292 127 80 228 117 730 54 195 224 207 59 28 80
internal_value=0 2.4724e-05 6.10604e-05 0.000101614 5.28283e-05 9.779e-05 1.27806e-05 7.39672e-05 -4.34193e-06 6.73761e-05 0.00036946 -0.000126435 0.000569587 -3.37868e-06 -0.000147037 4.88057e-05 4.92462e-05 0.000475959 -0.000202835
internal_weight=0 0.0239054 0.0227796 0.021632 0.0203165 0.0190359 0.0161296 0.0149729 0.0125317 0.0114737 0.00448426 0.0069894 0.00290626 0.00593481 0.00459147 0.00312346 0.00267854 0.00244121 0.00205451
internal_count=3910 3365 3175 3086 2940 2848 2584 2292 2137 1920 256 1664 264 934 739 511 176 155 287
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=13
num_cat=0
split_feature=1 0 2 0 159 14 49 0 43 15 48 1
split_gain=5.38611e-05 0.00012546 0.000120321 0.000149109 6.7665e-05 9.42518e-05 0.000117903 0.000126566 0.000128025 0.000133189 8.93892e-05 7.2021e-05
threshold=0.076710000000000014 0.18055000000000002 0.10325000000000002 -0.074249999999999997 0.073745000000000019 -0.076254999999999989 0.079765000000000016 -0.10575999999999998 -0.079109999999999986 -0.033649999999999992 0.086215000000000014 0.10543500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 10 -9 -10 11 -7
right_child=4 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0029202465092433507 -0.0026663319816864423 0.0021477560784994615 -0.004371379550050499 0.0013112100776446016 0.0022964647413939933 0.0039886727974637898 0.0030809996996939539 -0.0035468357930642327 0.001872818771728514 -0.0024804217865648194 -0.00057173742721144916 0.00068483026930371278
leaf_weight=0.0013761815434935008 0.0010149573415545116 0.0010154024791404481 0.0010310275130762988 0.0016368653599417417 0.0013979953359611686 0.0011704581119271499 0.0012502504760627193 0.0014031919325459916 0.0014744200859267077 0.0011029650040729777 0.001619133835983444 0.0011992995735525432
leaf_count=1472 102 28 355 153 380 133 136 278 178 485 108 102
internal_value=0 -0.000829867 -0.0015775 -0.000621469 0.000341198 7.41197e-05 0.000375804 -4.85875e-05 -0.00124389 9.89499e-06 0.00114422 0.00231665
internal_weight=0 0.00505948 0.00404407 0.00301305 0.0116327 0.0102347 0.00921972 0.00796947 0.00398058 0.00257739 0.00398889 0.00236976
internal_count=3910 2008 1980 1625 1902 1522 1420 1284 941 663 343 235
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=13
num_cat=0
split_feature=49 3 12 3 2 12 15 4 4 15 2 13
split_gain=5.02132e-05 0.00019244 0.000132136 0.000130983 0.000129996 0.000154831 0.000125955 9.38721e-05 0.000117791 0.000112221 6.99981e-05 8.10018e-05
threshold=-0.029304999999999998 -0.12008499999999998 0.080120000000000011 -0.015794999999999997 0.08400500000000001 0.10333000000000002 -0.073314999999999991 -0.064054999999999987 0.053925000000000008 -0.24219999999999997 0.10393500000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -3 -5 -9 -10 11 -6
right_child=2 6 4 7 10 -7 -8 8 9 -11 -12 -13
leaf_value=0.0041210657173744525 0.0027383065367234814 0.0013163784771792787 -0.0053299318636415103 -0.0023280901652555628 0.0022543451081417092 -0.00056176078545546295 -0.0019600100646576415 0.0024845507793532324 0.0014823161777200091 -0.0023412557739202465 -0.0020464904686963753 -0.0011266489300335455
leaf_weight=0.0010191392297950186 0.0015568278383254475 0.0019622868476015867 0.001084952989570349 0.0011792886675492942 0.0011548355458930837 0.0010053139981658354 0.0016592484907570872 0.0014302616516911927 0.0010353952708163812 0.0013616315809071291 0.0010968131880951405 0.0010247485822767795
leaf_count=69 190 208 701 144 486 103 282 138 188 108 407 886
internal_value=0 0.000760861 -0.000312255 0.000520765 -0.00133104 -0.00303668 -0.000184737 -0.000168793 0.000496543 -0.000689665 -0.000242874 0.000664744
internal_weight=0 0.00464067 0.0119301 0.00656341 0.00536666 0.00209027 0.00362154 0.00500658 0.00382729 0.00239703 0.0032764 0.00217958
internal_count=3910 559 3351 768 2583 804 490 578 434 296 1779 1372
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=18
num_cat=0
split_feature=124 133 50 158 156 42 1 0 150 151 3 49 2 1 43 15 16
split_gain=0.000201688 0.000285503 0.000268335 0.000213585 0.000188793 0.000214763 0.000181521 0.000204665 0.000223529 0.000210679 0.00018186 0.000136785 0.000137761 0.000133168 0.000123761 0.000141953 9.88165e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.085745000000000002 0.091280000000000014 -0.094739999999999977 0.12381000000000002 -0.070894999999999986 0.077110000000000012 -0.051109999999999996 -0.086589999999999986 -1.0000000180025095e-35 0.095040000000000013 0.13385500000000003 -0.019509999999999996 -0.10192499999999999 0.20277000000000003
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 10 -10 -7 -9 -13 -8 -12 -16 -14
right_child=-2 -3 -4 -5 -6 6 13 11 9 -11 14 12 16 -15 15 -17 -18
leaf_value=-0.00055562949533636717 0.0006429371648607545 -0.0007957846811536012 -0.00073675446297022992 -0.00057970455847067043 -0.00050226270307265994 -0.00075840678763918195 0.00097716953185135349 -6.1443322586033557e-05 0.00073338721927001594 -5.2872277201409042e-05 0.00033847807154966536 0.001003286320735336 -2.6963182837011155e-05 0.00019503325530680486 -0.00066003677603472598 1.7206235904766009e-05 0.00064631965964294282
leaf_weight=0.0010200775317349741 0.0010785105014809752 0.0011378410632516189 0.0011140241709324669 0.0012259923040585053 0.0012072482758117278 0.0011563026876144312 0.001082166236321443 0.001191187140196566 0.0014608166604251349 0.0018414658544837481 0.0012668660364071795 0.0010738092900288614 0.0010059458153064416 0.0010022746514443579 0.0011734647580084927 0.002001791171898604 0.0010810036634372189
leaf_count=196 49 586 330 348 299 335 53 73 182 105 368 78 96 141 113 477 81
internal_value=0 -4.25669e-05 4.90948e-07 4.41999e-05 8.77483e-05 0.000131294 0.000176982 0.000110276 -2.40707e-05 0.000294942 -0.000212243 0.000385046 0.000553313 0.00060109 -7.00747e-05 -0.000233079 0.000321786
internal_weight=0 0.0210423 0.0199044 0.0187904 0.0175644 0.0163572 0.0153371 0.0132527 0.00890071 0.00330228 0.00559842 0.00435195 0.00316076 0.00208444 0.00444212 0.00317526 0.00208695
internal_count=3910 3861 3275 2945 2597 2298 2102 1908 1580 287 1293 328 255 194 958 590 177
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=17
num_cat=0
split_feature=124 14 1 147 12 48 0 14 2 2 0 16 133 133 1 16
split_gain=0.000231827 0.000184927 0.000204195 0.000199425 0.000170012 0.000157199 0.00017931 0.000308795 0.000475889 0.000211938 0.000164167 0.000150166 0.000214859 0.000162612 0.000135224 0.000109449
threshold=0.10385500000000002 0.077685000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.098355000000000012 0.12862000000000004 -0.10575999999999998 -0.22654999999999997 0.10045500000000002 0.086245000000000002 -0.076734999999999984 0.0015250000000000001 0.040200000000000007 0.08321000000000002 0.10373000000000002 0.27091500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 6 7 -4 9 -9 -8 13 -13 -1 -12 -16
right_child=-2 -3 3 -5 -6 -7 10 8 -10 -11 14 12 -14 -15 15 -17
leaf_value=-0.00085535879036706104 0.00074701847643208834 -0.00073333581573911081 -0.00048768601713376438 0.00063211934319473391 -0.000887139823393696 -0.00054053107617389447 -0.00059328746936344488 0.00053374526256932009 0.0012611670795578309 -0.00029870485183889814 -0.00040020135822509101 0.00048372931553559615 -0.0004788386542052331 3.6564745102647148e-05 0.00071975299547147938 -6.1867110971803072e-05
leaf_weight=0.001263754802555913 0.0010988136255616994 0.0010291250489822537 0.001172598167382688 0.0017673832107361629 0.0010115689902472583 0.0012156116251711433 0.0015688622144661435 0.0017475975840155495 0.0014803176900710681 0.0016799088059151757 0.0011022124437831092 0.0017473583799357956 0.0010336256430217572 0.0010465476456101895 0.0010046124637553885 0.0010023514759380514
leaf_count=749 49 126 57 162 342 91 492 72 153 64 280 115 237 528 246 147
internal_value=0 -4.16393e-05 -5.7679e-06 0.000107364 -0.0002605 2.99092e-05 9.43639e-05 0.000283869 0.000468212 0.00012574 -0.000151951 -0.000135995 0.000125966 -0.000451325 7.07433e-05 0.000329383
internal_weight=0 0.0208734 0.0198443 0.0137415 0.00610286 0.0119741 0.0107585 0.00608042 0.00490782 0.00342751 0.00467804 0.00509129 0.00278098 0.0023103 0.00310918 0.00200696
internal_count=3910 3861 3735 1764 1971 1602 1511 346 289 136 1165 1629 352 1277 673 393
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=12
num_cat=0
split_feature=1 0 151 15 132 52 457 4 1 2 16
split_gain=5.56344e-05 8.77942e-05 8.36537e-05 9.88383e-05 0.000101565 0.000120778 0.000168705 0.000174718 0.00021651 0.000152999 7.58706e-05
threshold=0.12730000000000002 -0.053834999999999994 0.069165000000000018 0.079360000000000014 0.080815000000000012 -0.092854999999999979 0.041935000000000007 -0.0025899999999999994 0.11198000000000001 0.093240000000000003 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 9 10 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0028508020972088243 0.0027091746385641755 -0.00024935851217060799 0.001979191833406788 -0.002334132946461872 0.0020759011247664812 0.0027280753917967963 0.0021651081492185535 -0.0018576221617028455 0.00062917895852022086 -0.00076929917703687277 -0.0047222706293262862
leaf_weight=0.0011637323618850582 0.0011779629646078307 0.0014801901838864789 0.001050964970199319 0.0015147423750831246 0.0012136577257982695 0.0014334336185685952 0.0017580082690064891 0.0012158476080711888 0.0014991951847613399 0.0019053082726629041 0.0012027299470953141
leaf_count=527 193 152 145 1378 210 289 232 209 156 120 299
internal_value=0 0.00106172 -0.000214763 -0.000393413 -0.000135362 -0.000399034 -8.25223e-05 -0.000627047 -0.00178544 0.000732241 -0.00328218
internal_weight=0 0.00265815 0.0139576 0.0129067 0.0113919 0.0101783 0.00901452 0.00725651 0.00391777 0.00333874 0.00241858
internal_count=3910 345 3565 3420 2042 1832 1305 1073 664 409 508
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=18
num_cat=0
split_feature=14 38 12 50 48 4 3 133 159 150 2 52 133 15 43 0 3
split_gain=0.000309428 0.000216796 0.00021657 0.000255643 0.000209296 0.000277514 0.000267496 0.000219906 0.000272852 0.00020809 0.000186266 0.000182636 0.000188639 0.000126916 0.000311518 0.000132153 0.000106647
threshold=0.077685000000000018 1.0000000180025095e-35 -0.083349999999999994 0.11772500000000001 0.12862000000000004 0.28937500000000005 0.11476000000000001 0.084760000000000016 0.090405000000000013 0.086870000000000017 0.10742000000000002 0.11262000000000001 -1.0000000180025095e-35 -0.017214999999999998 -0.075819999999999985 -0.069794999999999982 0.11265500000000002
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 9 11 -8 12 -4 14 -14 -15 -7
right_child=-2 -3 3 -5 -6 16 10 -9 -10 -11 -12 -13 13 15 -16 -17 -18
leaf_value=0.00066620852818983546 -0.00084194309552413586 -0.00064123423460663313 -0.00030162265078685017 -0.00072954564593019947 -0.000627110389353295 0.00096868769777365459 0.00010683518349300659 -0.00068221519050001812 -0.00076908770191172417 -0.00038293400391151302 0.0010287934884174849 -0.00042148178395117917 -0.00054251138829223904 0.00023823135111059529 0.00054399540076518398 0.00086682590763044671 0.00027143701025316553
leaf_weight=0.0013844483418668707 0.0010705989180107003 0.00114481139325212 0.0011630541950349545 0.0010675513977693443 0.0010256519468185834 0.0011269795834728943 0.0011654851499969263 0.0012675717318991831 0.0010169034905852534 0.0019099986533903665 0.0010235687443750363 0.0010508417613791857 0.0010399852103962492 0.0014617169762666249 0.0017785975517800034 0.0019299086815300929 0.0010574060272848518
leaf_count=275 126 91 792 230 77 172 34 919 206 116 71 207 141 171 76 139 67
internal_value=0 2.66018e-05 6.39521e-05 2.02642e-05 6.46906e-05 0.000106448 2.90431e-05 -5.92377e-05 1.03305e-05 8.70273e-05 0.000537929 0.000193582 0.000281241 0.0003904 0.000143102 0.000595915 0.000631166
internal_weight=0 0.0216145 0.0204697 0.0190852 0.0180177 0.016992 0.0148076 0.0126186 0.011351 0.0103341 0.00218905 0.0084241 0.00737326 0.00621021 0.00281858 0.00339163 0.00218439
internal_count=3910 3784 3693 3418 3188 3111 2872 2767 1848 1642 105 1526 1319 527 217 310 239
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=14
num_cat=0
split_feature=484 1375 1 11 43 48 12 12 13 42 42 16 0
split_gain=5.62199e-05 6.47807e-05 8.02048e-05 8.95713e-05 0.000150795 0.000267568 0.000140078 0.000179457 0.000129956 0.000100749 0.000116497 9.27962e-05 8.38692e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.081130000000000022 -0.06705499999999999 0.086665000000000006 0.098845000000000016 -0.0089849999999999982 -0.10939499999999998 0.084100000000000022 0.095385000000000011 -0.19424999999999998 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 -6 -9 -3 -11 -10 -13
right_child=1 2 -4 -5 6 -7 -8 8 11 10 -12 12 -14
leaf_value=-0.0018784379130498577 -0.0017719629078795042 0.0021602933745723607 0.0024137386635491686 -0.0023030954293043662 -0.003422673290304505 0.0056041332373946715 -0.0035197016825985524 0.0033661060465495773 -0.0020544193176543781 -0.0029631161633750093 0.0012750690958999041 0.0025662798643383651 -0.00066104792814106
leaf_weight=0.0011942500158721473 0.0013032386462860377 0.0015425987658709952 0.0013088541068494866 0.001133314986850654 0.0010003159217087422 0.0010240516141309282 0.0010423851467308894 0.0011416046979306105 0.0012569360221410014 0.0010392675260239084 0.0010288911189769677 0.0012477709483649274 0.0013220166126270898
leaf_count=612 146 466 211 196 145 177 235 96 130 366 124 71 935
internal_value=0 0.000132523 0.000308701 9.31012e-05 0.000326287 0.00157586 -0.000499775 2.76356e-05 0.000722316 0.0004334 -0.000854655 -6.63911e-05 0.000905994
internal_weight=0 0.0153912 0.014088 0.0127792 0.0116458 0.00463481 0.00701103 0.00596864 0.00496833 0.00361076 0.00206816 0.00382672 0.00256979
internal_count=3910 3298 3152 2941 2745 1133 1612 1377 1232 956 490 1136 1006
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=13
num_cat=0
split_feature=1 3 3 15 12 43 48 48 12 14 2 16
split_gain=5.8397e-05 9.47998e-05 0.000146357 0.000109159 9.4959e-05 7.99623e-05 0.000104005 0.00011644 0.000168501 0.000238556 0.000187152 1.44971e-05
threshold=0.094385000000000011 -0.115685 0.090325000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24333999999999997 0.12862000000000004 -1.0000000180025095e-35 0.092365000000000017 -0.13131999999999996 0.094825000000000007 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -5 -2 7 -7 9 -9 -11 -1
right_child=5 2 -4 4 -6 6 -8 8 -10 10 -12 -13
leaf_value=0.00029128415964503292 -0.0016252444804227047 -0.0033280252661124551 0.00076640440004688737 0.0010762787249145402 -0.0023626028886166348 -0.00087707248454857597 -0.0016406851247754617 -0.0007125095609022519 -0.00063054155221484642 0.00187377482961101 0.0061285003654244653 0.0015985218887664436
leaf_weight=0.0011007177997813785 0.0010322525909053923 0.0018241224135895091 0.0019026144984108928 0.001004170280488494 0.0010147987478279661 0.001460614927908499 0.0010090598310221743 0.0010017305090111485 0.0014387453671478451 0.0014078989891756399 0.001206919004025275 0.0010343377879068472
leaf_count=147 46 1101 121 74 1190 133 102 117 340 202 255 82
internal_value=0 -0.000501896 -0.00103196 -0.00192229 -0.000652214 0.000444009 0.000727863 0.00109466 0.00166435 0.0025773 0.00383762 0.000924582
internal_weight=0 0.00788076 0.00574571 0.00384309 0.00201897 0.00855722 0.00752497 0.00651591 0.00505529 0.00361655 0.00261482 0.00213506
internal_count=3910 2715 2486 2365 1264 1195 1149 1047 914 574 457 229
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=19
num_cat=0
split_feature=38 124 124 133 50 158 42 156 1 3 47 0 1 1 52 43 0 133
split_gain=0.000235657 0.000200355 0.000185489 0.000223749 0.000235771 0.000225363 0.000274254 0.000254215 0.0002292 0.000236471 0.000346372 0.000213846 0.000206054 0.000163674 0.00017816 0.000172672 0.000109967 3.60506e-05
threshold=0.084445000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10625000000000001 0.085745000000000002 -1.0000000180025095e-35 0.091280000000000014 0.12381000000000002 -0.115685 0.09252500000000001 -0.060094999999999989 0.094695000000000015 0.089175000000000018 -0.076599999999999988 -0.019509999999999996 -0.15007499999999999 0.08493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 5 6 -3 8 9 11 12 -8 13 14 -11 -16 -14 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 16 -15 15 -17 -18 -19
leaf_value=0.00075781324259270502 -0.0007817928315532514 -0.00067598524550113509 0.00062899046294969253 -0.00082703126972796706 -0.00080092269346641713 -0.000719818050095281 1.8688791730655992e-05 -0.00058535555755396293 0.00076170931652259346 0.00052162052705354055 -0.00088107878349906379 0.00095166975633097846 0.00020204966609638054 -0.00067164422885190552 0.00027703452963748703 -0.00061958763438441642 0.00093632988664593599 0.00030940627425197099
leaf_weight=0.0010064730945692881 0.0010483580291290586 0.0012322477244637456 0.0011586046913709151 0.0010102935817629969 0.0010129722276743343 0.0010493466142748346 0.0012163972189628836 0.0012149712681678868 0.0018441637960067503 0.0015577439511406631 0.0011209733865601874 0.0015840161395672655 0.0012734905136104757 0.001018602206286634 0.0011211529799966787 0.0012979008555312156 0.0010358036835630968 0.0010020939706626205
leaf_count=139 85 645 49 623 314 293 99 241 118 156 125 72 61 82 228 310 129 141
internal_value=0 3.05375e-05 -2.06779e-05 -6.11677e-05 -1.71543e-05 3.0769e-05 8.15264e-05 0.00014687 0.000214935 0.000125114 -1.49135e-05 0.000546417 0.000118008 -7.30977e-05 8.02118e-05 -0.000204032 0.000531401 0.000534099
internal_weight=0 0.0217572 0.0197487 0.0185901 0.0175798 0.0165668 0.0155175 0.0142852 0.0130702 0.0112261 0.00842567 0.00280041 0.00730469 0.0049954 0.0039768 0.00241905 0.00230929 0.00200857
internal_count=3910 3825 3545 3496 2873 2559 2266 1621 1380 1262 1091 171 966 776 694 538 190 280
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=13
num_cat=0
split_feature=41 42 376 43 16 3 3 13 16 15 0 150
split_gain=5.47959e-05 6.29897e-05 0.00011097 0.000121464 0.000153568 0.000111928 0.000152938 8.80867e-05 9.79356e-05 0.00014654 9.45767e-05 0.000152205
threshold=0.079885000000000025 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.15737500000000001 -0.075954999999999981 -0.100615 -0.10939499999999998 -0.0072149999999999992 -0.03231499999999999 -0.11756999999999999 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5 9 10 11 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0020934939062734852 -0.0020508313737570578 0.0025691571423541145 0.0029841458595099286 0.0017744126160407342 -0.0038266983349561782 0.0037018334837277361 -0.0018714178386597818 -0.0038028148603456435 0.0015926622890796113 -0.0036976538173621649 0.0020164016807651341 0.00086882459399450292
leaf_weight=0.001024269647612948 0.0010610890195736069 0.0013315490446032252 0.0012088295391816323 0.0017033483046437802 0.0010833813227122324 0.0012522327077657972 0.001345575434898166 0.0010918812562420444 0.0013759990057163052 0.0014477357714236757 0.0011379804697519117 0.0013407675777976635
leaf_count=216 177 137 197 231 291 276 888 107 233 866 218 73
internal_value=0 0.000131889 0.000291072 4.27615e-05 -0.000542175 0.00140949 0.000337237 -0.000102743 -0.000602785 -0.00120476 -0.000194001 -0.00122802
internal_weight=0 0.0153436 0.0143193 0.0131105 0.00918109 0.00392936 0.00267712 0.00809771 0.00639436 0.00501837 0.00357063 0.00243265
internal_count=3910 3733 3517 3320 2019 1301 1025 1728 1497 1264 398 180
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=13
num_cat=0
split_feature=4 12 39 3 133 3 4 48 0 0 13 16
split_gain=5.8991e-05 8.66976e-05 0.000111436 0.00010829 8.31286e-05 7.49257e-05 0.00017822 0.000100921 8.68961e-05 8.64569e-05 6.59609e-05 3.65222e-05
threshold=0.27020000000000005 -0.092644999999999991 0.091635000000000008 0.13772500000000001 1.0000000180025095e-35 -0.100615 -0.032604999999999995 0.085760000000000017 -0.045139999999999993 -0.11991499999999998 -0.0064299999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 9 -3 -8 -2 -12
right_child=10 2 -4 -5 -6 6 7 -9 -10 -11 11 -13
leaf_value=-0.0030632620879848063 0.003236802300856538 -0.0011390235929883081 0.0030350103399692956 0.0020911845205169805 -0.0029552929183250605 -0.0042871589690917583 0.0034026852984099664 -0.0019740801596586279 0.0026899391701237885 -0.00034139734328432876 -0.0012074552907231141 0.0014532946194182152
leaf_weight=0.0010605665746526429 0.0010815693453546525 0.0010283364623516478 0.001068672513564726 0.0015558903020743706 0.0014853910101630405 0.0012895591710935569 0.001075574949675917 0.0016214073051535995 0.0014360686224139689 0.0014836946110569366 0.0010017356543248132 0.0010880967144671736
leaf_count=124 280 154 87 109 1261 918 73 218 149 345 79 113
internal_value=0 -0.000307196 -6.45154e-05 -0.000366301 -0.0007722 -0.000363518 -0.00101934 -1.13557e-05 0.00109221 0.00123211 0.0012211 0.000177897
internal_weight=0 0.0131052 0.0120446 0.0109759 0.00942003 0.00793464 0.00547024 0.00418068 0.00246441 0.00255927 0.0031714 0.00208983
internal_count=3910 3438 3314 3227 3118 1857 1554 636 303 418 472 192
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=18
num_cat=0
split_feature=14 133 133 50 15 158 12 3 4 4 1 15 0 0 1 3 48
split_gain=0.000239326 0.000163214 0.000250074 0.000204414 0.000195024 0.000245146 0.000242496 0.000287833 0.000176127 0.000163436 0.000202216 0.000144655 0.000318736 0.000249634 0.000192939 0.000196231 9.89452e-05
threshold=0.077685000000000018 0.10599500000000002 0.083815000000000014 0.10625000000000001 -0.26361999999999991 0.084710000000000021 -0.036459999999999992 -0.15464999999999998 -0.032604999999999995 -0.34687499999999999 0.12485500000000001 -0.095799999999999982 -0.230625 -0.070894999999999986 0.077800000000000022 -0.015794999999999997 0.085575000000000012
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 -4 -9 11 16 -13 14 -14 -16 -11
right_child=-2 -3 8 -5 5 -7 7 9 -10 10 -12 12 13 -15 15 -17 -18
leaf_value=0.00065584767450587117 -0.00082828265991261355 -0.0005954856272236261 0.0010191656768009244 -0.00074212315107899027 -0.00058261991331279772 -0.00084618201213980892 0.00087441100936748407 -0.00061503301553204024 9.4099481962131928e-05 -2.2107229200736153e-05 0.00067177619636915424 0.00091654354011521451 -0.00097641100008837966 0.00044613672793623459 0.00047035611418973482 -0.00052472092758112433 -0.00073908008077943222
leaf_weight=0.0014184316673585126 0.0010420514650915638 0.0012109914514973992 0.0013092565585732241 0.0010838647594248454 0.0016839218910752575 0.001014223260796642 0.0013700480778995267 0.0010783145517712029 0.0011919715610472217 0.0011780705453139093 0.0015759163080469882 0.0012554163059039763 0.0010142022118076969 0.0019111826334391605 0.0011024473567998738 0.0013202237331917388 0.0011561673981792617
leaf_count=193 126 542 124 228 148 238 142 110 578 89 72 58 603 160 295 75 129
internal_value=0 2.57699e-05 6.21786e-05 -8.90172e-06 3.7631e-05 -1.83645e-05 3.89615e-05 0.000119713 0.000578321 3.0515e-05 9.67247e-05 -4.66966e-06 0.000127025 -5.83082e-05 -0.000338821 -7.19067e-05 -0.00037723
internal_weight=0 0.0218747 0.0206637 0.0181624 0.0170786 0.0156601 0.0146459 0.012962 0.00250123 0.0115919 0.0105136 0.00893771 0.00660347 0.00534806 0.00343687 0.00242267 0.00233424
internal_count=3910 3784 3242 2540 2312 2119 1881 1733 702 1591 1481 1409 1191 1133 973 370 218
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=18
num_cat=0
split_feature=14 124 4 376 50 15 158 12 48 13 2 16 150 12 12 0 0
split_gain=0.000202268 0.000167281 0.000245099 0.000137802 0.000213413 0.000271753 0.000416351 0.000199848 0.000209833 0.000218437 0.000147008 0.000154137 0.000237757 0.000221474 0.000140389 8.26172e-05 8.86057e-05
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 0.048375000000000008 0.10625000000000001 -0.26361999999999991 0.084965000000000027 -0.0089849999999999982 0.11930500000000001 -0.10241499999999999 0.084235000000000018 -0.0090499999999999973 0.082085000000000019 0.085945000000000008 0.095175000000000023 -0.070174999999999987 -0.10575999999999998
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 -4 7 -7 9 14 15 12 -12 -13 -9 16 -11
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 11 13 -14 -15 -16 -17 -18
leaf_value=-0.00063754937304760339 -0.00069067158085921545 0.00061508090164763161 0.00072258042532566977 0.00059713016785782006 -0.00067941916153988868 -0.00046172058761189473 -0.00097828182278741492 0.00093421582294597641 -0.00053023241192522586 0.00050042514285955771 -0.00073094638120182987 0.00077905713823285972 9.8195544859100035e-05 -0.00024135282808569839 0.0001748725588566611 0.00071635638358282525 -0.00011793922835942916
leaf_weight=0.001421524908617351 0.0010238253157217872 0.0011382681914553104 0.001379688807020176 0.0010487408651434034 0.0010536644756011125 0.0016044689005869544 0.001026283800654817 0.0014088564567531778 0.0010935135382244008 0.00109825617825976 0.00159371628845523 0.001033278747033703 0.001868333577408815 0.0010837941077904284 0.0010618708506484609 0.0010115461704316552 0.0012124849885837216
leaf_count=174 126 49 201 169 373 162 297 111 85 38 864 141 153 343 38 91 495
internal_value=0 2.7038e-05 -6.42951e-06 4.18603e-05 8.64058e-06 5.26428e-05 -8.5841e-06 6.21463e-05 0.000129574 0.000193019 7.7872e-05 -7.85164e-05 -0.000283491 0.000256678 0.000607865 0.000340495 0.000175959
internal_weight=0 0.0211383 0.02 0.0185785 0.0175298 0.0164761 0.0150964 0.0140701 0.0124657 0.0113721 0.00890141 0.00557912 0.00346205 0.00211707 0.00247073 0.00332229 0.00231074
internal_count=3910 3784 3735 3561 3392 3019 2818 2521 2359 2274 2125 1501 1017 484 149 624 533
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=19
num_cat=0
split_feature=14 43 40 4 52 1374 484 34 1 4 1 0 13 42 16 43 15 52
split_gain=0.000222506 0.000216431 0.000255306 0.000177362 0.000194058 0.000192932 0.000191286 0.000157583 0.000186554 0.000372196 0.00033117 0.000223426 0.000274573 0.000166997 0.000139481 0.000200405 4.5275e-05 1.02127e-05
threshold=0.077685000000000018 0.25671000000000005 -0.083709999999999993 -0.49837999999999999 0.28122000000000008 -0.088294999999999985 -0.0043499999999999988 -0.049569999999999996 1.0000000180025095e-35 -0.14301 0.092010000000000022 -0.15517999999999996 -0.083354999999999985 0.083725000000000008 0.050115000000000007 -0.0037249999999999996 -0.008624999999999999 -0.37613999999999997
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 -8 9 -9 16 -12 -13 -11 15 -14 -10 -16
right_child=-2 -3 3 4 -6 6 7 8 10 13 11 12 14 -15 17 -17 -18 -19
leaf_value=0.00089750127388445839 -0.00077755233344151652 -0.00074255559329428446 -0.0005932957531438681 -0.00058358054776883679 -0.00058548053357752319 -0.00049118551770999867 -0.00043543102532021935 0.00074424921862318617 0.00075605306041327152 -0.00068717842005668961 -0.00026435549008651724 0.0012103281327687546 3.9432979803847165e-05 8.203746607422701e-05 1.7173106454195488e-05 0.0010978947335856628 0.001262585685578365 -0.00022999792052166141
leaf_weight=0.0010981624384741344 0.0010507966983078479 0.001016135768038477 0.0012742250852601179 0.0010922363418808248 0.0012479999795132956 0.0012205582667919697 0.001021460269527698 0.0014213995511056466 0.0010372371280006343 0.0017708286312246874 0.0019584177518616741 0.0010731691344302245 0.0011716736637815879 0.0016554522580516096 0.0010246704876450963 0.001009474550547784 0.0011046256890129011 0.0010026170783613286
leaf_count=160 126 216 154 68 317 475 109 30 96 616 137 177 149 601 90 100 216 73
internal_value=0 4.23892e-05 8.00403e-05 3.53474e-05 7.79287e-05 0.000125067 0.000172058 0.000225138 0.000272557 -4.78386e-06 0.00041586 0.000237936 0.000424186 -0.000315522 0.000223716 0.000529308 0.00101729 -0.000105068
internal_weight=0 0.0222003 0.0211842 0.020086 0.0188118 0.0175638 0.0164716 0.015251 0.0142296 0.00484768 0.00938189 0.00724002 0.0052816 0.00342628 0.00420844 0.00218115 0.00214186 0.00202729
internal_count=3910 3784 3568 3408 3254 2937 2869 2394 2285 1247 1038 726 589 1217 412 249 312 163
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=13
num_cat=0
split_feature=49 42 484 47 12 4 52 16 16 48 0 12
split_gain=5.35605e-05 0.000118455 9.34445e-05 8.89475e-05 0.000136917 9.48136e-05 0.000123969 0.000122452 0.000124513 0.000115194 7.25244e-05 5.14277e-05
threshold=-0.14917999999999998 0.10138000000000001 -0.0043499999999999988 0.10783500000000001 -0.0089849999999999982 -0.0037349999999999992 -0.081429999999999989 -0.008734999999999998 0.18126 0.092150000000000024 -0.15291499999999997 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6 -9 10 -8 -12
right_child=1 -3 3 -5 5 6 9 8 -10 -11 11 -13
leaf_value=0.0017207880630419929 -0.0022566090396605818 -0.002728723218343661 -0.0019593508949750371 0.0018477689576680567 -0.0023994942931556884 0.0035125823744256617 0.0030662896478909946 0.0022241685807122252 -0.0013676061829005477 -0.0017122896667955752 -0.00084821417176973268 0.0017007056252120994
leaf_weight=0.0010946732056994471 0.0010520173436950374 0.001067889102184358 0.0019784522341226114 0.0019389016198235022 0.0014848288692023764 0.0010967656732959116 0.0010023707702306872 0.0013346197483963332 0.0011975160720152714 0.0011577873516152026 0.0010433939361315552 0.0010273555104756329
leaf_count=129 552 445 377 169 1075 142 87 251 265 78 203 137
internal_value=0 -0.000130554 6.32805e-05 0.000247307 -2.67464e-05 0.000382426 0.00108974 -0.000555681 0.00052552 0.000461674 0.00128071 0.000416375
internal_weight=0 0.0153819 0.014314 0.013262 0.0113231 0.00934464 0.00532767 0.00401696 0.00253214 0.00423091 0.00307312 0.00207075
internal_count=3910 3781 3336 2784 2615 2238 647 1591 516 505 427 340
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=13
num_cat=0
split_feature=41 42 376 43 16 3 3 52 151 16 4 15
split_gain=5.09634e-05 6.54621e-05 0.000102477 0.000110913 0.000124599 9.7983e-05 0.000128157 8.16887e-05 9.55481e-05 9.47145e-05 0.000132676 2.39653e-05
threshold=0.079885000000000025 -0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.15737500000000001 -0.075954999999999981 -0.100615 1.0000000180025095e-35 -0.0088999999999999982 -0.30307999999999996 0.0037100000000000002 -0.0089749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 8 -5 -10 -11 -9
right_child=-2 2 -4 4 -6 -7 -8 11 9 10 -12 -13
leaf_value=-0.0023593644095695437 -0.0021730608602497565 0.0026619591614108831 0.0031693412168389942 -0.00286793744730963 -0.0038580927531754183 0.0038838501994350478 -0.0018215011321045696 0.00042971053995893789 0.0024194222540985639 -0.0033869283547406765 0.00094572818533584417 0.002598767787221218
leaf_weight=0.0010259743657137716 0.0010693493115764277 0.0013278758416106762 0.0012168467983138679 0.0016243371507643333 0.0010657771550564238 0.0012399966348709988 0.0013548777077186467 0.0010067900121081752 0.0012572646440871019 0.0013106192798552694 0.0017179002241924559 0.0011453204170530848
leaf_count=216 177 137 197 179 291 276 888 228 98 471 157 595
internal_value=0 0.00014287 0.000322804 5.73939e-05 -0.000562419 0.00149966 0.000397666 -0.000126752 -0.000749722 5.30935e-05 -0.000929268 0.00158405
internal_weight=0 0.0152936 0.0142676 0.0130508 0.00912801 0.00392275 0.00268275 0.00806223 0.00591012 0.00428578 0.00302852 0.00215211
internal_count=3910 3733 3517 3320 2019 1301 1025 1728 905 726 628 823
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=13
num_cat=0
split_feature=4 12 39 3 133 3 4 4 0 16 13 16
split_gain=4.60182e-05 7.07542e-05 9.40237e-05 0.000102046 7.33433e-05 6.81764e-05 0.000195389 0.000105254 8.11038e-05 7.76826e-05 6.24606e-05 3.12468e-05
threshold=0.27020000000000005 -0.092644999999999991 0.005105000000000001 0.13772500000000001 1.0000000180025095e-35 -0.100615 -0.032604999999999995 -0.0010999999999999996 -0.045139999999999993 -0.094359999999999986 -0.0064299999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3 -9 -2 -12
right_child=10 2 -4 -5 -6 6 7 9 -10 -11 11 -13
leaf_value=-0.0023584480446722836 0.0025943403948623872 -0.0010273535234700988 0.0019449245385457911 0.0016917677816278057 -0.0025827244396501342 -0.0040345265744653643 0.0022897406255961601 -0.0026594525550879509 0.0021331549791099445 0.0002098754824350945 -0.0010333270212892162 0.0010614942381024905
leaf_weight=0.0010587898625131461 0.0010818012074915316 0.0010290701068899621 0.0015274699607724521 0.0015590941725501803 0.0012873302322538149 0.0011571702056230124 0.0010586684962264571 0.0011091805686458166 0.0014274439390480386 0.0018604867147144931 0.0010081781174691093 0.0010928683198030442
leaf_count=124 280 154 183 109 1195 912 209 154 149 249 79 113
internal_value=0 -0.000231718 -4.43196e-05 -0.00033402 -0.00068773 -0.00036851 -0.000926409 -3.35787e-05 0.000809171 -0.000861828 0.000918943 5.63032e-05
internal_weight=0 0.0130747 0.0120159 0.0104884 0.00892935 0.00764202 0.00518551 0.00402834 0.00245651 0.00296967 0.00318285 0.00210105
internal_count=3910 3438 3314 3131 3022 1827 1524 612 303 403 472 192
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=17
num_cat=0
split_feature=38 12 50 158 133 48 3 15 2 13 1 48 15 0 3 1
split_gain=0.000159599 0.000191887 0.000209756 0.000202833 0.000194766 0.00019698 0.000181938 0.00023319 0.000157984 0.000222093 0.000185282 0.00014416 0.000178351 0.00016702 0.000105296 9.16516e-05
threshold=1.0000000180025095e-35 -0.071274999999999991 0.10625000000000001 0.084965000000000027 0.098810000000000023 0.11930500000000001 -0.13927999999999999 -0.016339999999999997 0.097940000000000013 -0.091849999999999987 0.10498500000000001 0.087035000000000015 -0.10192499999999999 -0.029849999999999998 -0.077894999999999978 0.095575000000000007
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 -3 11 -10 -11 12 -8 14 -14 -16
right_child=-2 2 -4 -5 -6 -7 8 -9 9 10 -12 -13 13 -15 15 -17
leaf_value=0.00054676548457306348 -0.00062625484437008982 0.0011734631189445671 -0.00075519176504444403 -0.00070658976085149778 -0.00064622746271580922 -0.0005613310190680955 -0.00054377573687163405 0.0001173700646828577 0.00097829736847821684 -0.00041174790961194784 0.00050845298280968146 -0.00052580941340681412 -1.6202383829220759e-05 -0.00042175708817785026 0.00024205540680297732 0.00085322013429343186
leaf_weight=0.0017977214857441406 0.0011119074690592026 0.0010561516284077754 0.0010425270949974584 0.0010180513554182416 0.0010146648522894415 0.0011289332212079959 0.001150629083823817 0.0013141137064843185 0.001146796947706849 0.0011305534931211622 0.0013381383811495728 0.0014670730340969225 0.0016027037607898201 0.0010376161613638996 0.001495723420184419 0.0012712661370135603
leaf_count=353 95 86 384 333 461 87 71 161 112 255 91 163 950 60 173 75
internal_value=0 2.51487e-05 -2.63322e-05 1.79164e-05 6.35749e-05 0.000111146 0.000165332 0.000587948 7.92774e-05 0.000369739 8.7041e-05 -5.15833e-05 5.45055e-05 0.000181815 0.000325137 0.000522849
internal_weight=0 0.0200127 0.0182149 0.0171724 0.0161544 0.0151397 0.0140108 0.00237027 0.0116405 0.00361549 0.00246869 0.00802501 0.00655794 0.00540731 0.00436969 0.00276699
internal_count=3910 3815 3462 3078 2745 2284 2197 247 1950 458 346 1492 1329 1258 1198 248
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=17
num_cat=0
split_feature=14 38 124 484 160 13 132 13 4 1374 47 15 4 12 2 3
split_gain=0.000240513 0.000146713 0.000210133 0.00017985 0.000225058 0.000174113 0.000149614 0.000263541 0.000184622 0.000155535 0.000210229 0.000208487 0.000190347 0.000141166 0.000181701 0.000121115
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 -0.083354999999999985 0.080815000000000012 -1.0000000180025095e-35 -0.23071499999999998 -0.080239999999999992 0.09252500000000001 1.0000000180025095e-35 0.0057500000000000008 0.092365000000000017 0.10066500000000002 0.11818000000000002
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 13 7 -7 -9 -10 11 12 -11 14 -6 -15
right_child=-2 -3 3 4 5 6 -8 8 9 10 -12 -13 -14 15 -16 -17
leaf_value=0.00062632555458138847 -0.00080031887260051903 -0.00057260825050753784 -0.00056774824824809545 -0.00057678646649276383 0.00030830176583379132 -0.0007073846533950551 0.00061553127357297883 -0.00056415073437397669 -0.0004525762636410298 0.00019382253185105995 -0.00034893237763490006 -0.00011546670975882876 0.00099562159258369839 -0.00034936702237836306 0.0011935888801338406 0.0004588424092722064
leaf_weight=0.0017306551829733832 0.0010063492291910716 0.0010508678525648621 0.0013665655804967437 0.0014114770628736546 0.0018079830346004961 0.0014982936875738038 0.0010079699857045909 0.0011570566951384365 0.0010061694628120676 0.0014729191573137537 0.0012662160412550208 0.0014402986016731067 0.0018974579606470254 0.0010472904420213425 0.0010131520521537984 0.0010300045008762027
leaf_count=270 126 87 568 454 405 850 200 152 24 121 68 233 122 87 117 26
internal_value=0 3.70015e-05 6.87885e-05 1.64131e-05 6.32166e-05 0.000120958 1.76329e-06 -6.17645e-05 5.56281e-05 0.000156872 0.000257781 0.000417473 0.00064522 0.000382452 0.000626234 5.1375e-05
internal_weight=0 0.0212044 0.0201535 0.0184229 0.0170563 0.0156448 0.0107464 0.00973841 0.00824012 0.00708306 0.00607689 0.00481068 0.00337038 0.00489843 0.00282114 0.00207729
internal_count=3910 3784 3697 3427 2859 2405 1770 1570 720 568 544 476 243 635 522 113
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=19
num_cat=0
split_feature=14 1456 11 133 13 2 16 132 13 47 0 3 49 0 15 16 51 1
split_gain=0.000308769 0.000265048 0.000261271 0.000214962 0.000192264 0.000315743 0.000185223 0.000158774 0.000148584 0.00024684 0.000240022 0.000155647 0.000223934 0.000197791 0.000349574 0.000176578 3.63775e-05 1.34383e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 0.10599500000000002 -0.091229999999999992 0.097940000000000013 -0.10486499999999999 0.079995000000000011 0.23436000000000004 0.10887000000000001 0.12007500000000002 -0.08348499999999999 -0.069934999999999983 -0.087899999999999992 -0.095799999999999982 -0.114825 -1.0000000180025095e-35 0.093575000000000019
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 -3 -7 8 9 10 11 -6 -13 14 15 -14 -10 -16
right_child=-2 2 -4 -5 7 6 -8 -9 16 -11 -12 12 13 -15 17 -17 -18 -19
leaf_value=-0.00081723038057332281 -0.0008316354385404822 -7.074538171040695e-05 -0.00065861475936582724 -0.00058818930791638144 0.00051430362937358713 0.00040964816419094147 0.0013252169370870769 0.00067551425692060187 0.00021185169742168964 -0.00083653836033870761 -0.00076192550791865689 -0.00050231378622618843 0.00042920609259696423 -0.00035401431031504188 0.00070137233568481861 -0.00048670898941715127 0.00066319723291939799 0.00097165312464349621
leaf_weight=0.0010014382164050461 0.0012432226772369206 0.0017883671387203702 0.0013199264844807592 0.0011669259057308741 0.0019993623392752487 0.0012810893734810577 0.0011970659069185929 0.0010993591464996061 0.0010001878222202776 0.0010345289735612688 0.0010034832639291827 0.0019420608687405506 0.0010189356712965308 0.0016031451464008188 0.0010237046023348559 0.0013987250408777595 0.0010002806821163288 0.0010371581515067341
leaf_count=349 126 278 123 513 679 103 111 183 32 121 68 134 94 632 113 109 86 56
internal_value=0 2.46987e-05 6.31731e-05 0.000109434 0.000151337 0.000465168 0.000851911 6.302e-05 1.51341e-05 -5.49258e-05 1.84062e-05 9.65307e-05 -7.5704e-06 0.000150416 0.000330984 -0.000100692 0.000437535 0.000837395
internal_weight=0 0.0229157 0.0219143 0.0205944 0.0194275 0.00426652 0.00247816 0.0151609 0.0140616 0.0120611 0.0110266 0.0100231 0.00802373 0.00608167 0.00447852 0.00241766 0.00200047 0.00206086
internal_count=3910 3784 3435 3312 2799 492 214 2307 2124 2006 1885 1817 1138 1004 372 203 118 169
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=13
num_cat=0
split_feature=11 2 150 160 1 2 13 16 15 1 3 2
split_gain=5.27794e-05 7.39429e-05 0.000160596 0.000100256 0.000117428 0.000129575 7.6584e-05 0.000119316 0.000125362 8.81825e-05 8.40554e-05 0.000135436
threshold=0.088315000000000018 0.097940000000000013 0.083205000000000015 -0.080734999999999987 0.10593500000000002 0.10393500000000001 0.23436000000000004 0.070590000000000014 -0.0071449999999999994 0.079355000000000023 -0.077894999999999978 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 7 8 10 -10 -1 -12
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0034950738281961501 -0.0022372207803303058 -0.0025573952794193575 0.0043978866095704811 0.0020887045733819455 0.002967022478058383 -0.0023254626287362631 0.0019923960564714126 -0.0033205463446553552 -0.00024516249872326163 0.0037299982612884917 0.001893903826022444 -0.002609776564508586
leaf_weight=0.0012049740463030397 0.0010093147770480751 0.0010540071437329691 0.0011265676796505877 0.00119339409539554 0.0017007292805414475 0.0015398464192982134 0.0011187161164016302 0.0015459299672686971 0.0011593608191898495 0.0010990513114807615 0.0013847590481765116 0.0013172686674271569
leaf_count=542 145 173 185 140 250 348 100 324 836 467 234 166
internal_value=0 0.000136039 0.000939883 0.000230027 0.00089263 -0.000398138 -0.000466116 -0.000822782 -0.000196487 0.00168934 -0.00128657 -0.000301691
internal_weight=0 0.0154446 0.00661454 0.00548798 0.00443397 0.00273324 0.00883006 0.00771134 0.00616541 0.00225841 0.003907 0.00270203
internal_count=3910 3765 1096 911 738 488 2669 2569 2245 1303 942 400
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=13
num_cat=0
split_feature=48 4 0 0 48 42 1 15 16 160 52 1
split_gain=5.14007e-05 9.33814e-05 0.000101705 0.000177972 0.00010331 0.000146062 0.000113906 9.73705e-05 8.86658e-05 0.000125934 0.000220424 0.000140622
threshold=0.12862000000000004 0.28937500000000005 -0.23029999999999998 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.10004000000000002 -0.43091499999999999 -0.25582999999999995 -0.061284999999999992 0.071660000000000015 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 -3 -5 -10 11 -11
right_child=-2 7 3 4 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.0019469851468703098 -0.0017994303614113944 0.00011628834731427454 -0.0037005253376957755 0.0023510058143729104 0.0017446682340376226 -0.0035273191907826055 -0.0001136781095719242 0.0033059862783393987 0.0020840677471632967 -0.0049124565568401217 0.0015508894607937983 -0.00069864398633534238
leaf_weight=0.0013630017993403456 0.0010205040117237238 0.0014761088808917383 0.0010337355115709887 0.0011117026897509335 0.0017045875838054394 0.0015479120813791467 0.0011660883104878117 0.0011651301000564556 0.0011911762559794802 0.001007880167227769 0.001388173902218643 0.0011578726316727947
leaf_count=79 123 208 107 97 424 1207 144 193 252 459 422 195
internal_value=0 0.000112467 -0.000181604 -0.000438147 -0.000109941 -0.000478792 -0.00206063 0.00152336 0.000254218 -0.000237026 -0.00101499 -0.00265963
internal_weight=0 0.0153134 0.0126721 0.0113091 0.0102754 0.00857081 0.002714 0.00264124 0.00585681 0.0047451 0.00355393 0.00216575
internal_count=3910 3787 3386 3307 3200 2776 1351 401 1425 1328 1076 654
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=18
num_cat=0
split_feature=14 38 124 48 484 3 0 13 49 15 15 0 1 133 16 15 42
split_gain=0.000234857 0.000180263 0.000265359 0.000188815 0.000200114 0.000172577 0.000261158 0.000244119 0.000274672 0.0002091 0.000198883 0.000192088 0.000154462 0.000228644 0.000150367 6.52051e-05 1.90605e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 -0.0043499999999999988 -0.12008499999999998 -0.23029999999999998 -0.083514999999999992 -0.0019649999999999997 -0.095799999999999982 -1.0000000180025095e-35 -0.053834999999999994 0.090475000000000014 0.083815000000000014 0.05259500000000001 -0.10192499999999999 0.060615000000000009
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 10 9 12 -9 -7 -6 14 13 -8 15 -10 -12
right_child=-2 -3 3 -5 5 6 7 8 11 -11 16 -13 -14 -15 -16 -17 -18
leaf_value=0.0006702467456275753 -0.00075067817060291218 -0.00060360235944293631 -0.0005801044301931758 -0.00058323834485785649 0.00087926886958797769 -4.004287407889716e-05 -0.00053713290047066999 -0.0010009864586492992 -0.00044821506538804694 0.00093834053722415228 0.00024944042274770227 -0.00060738468282514418 0.00074179986504137362 0.00042533540421064184 0.0005705442732202925 8.6122992652549216e-05 -5.7694129771974254e-05
leaf_weight=0.0017031488818931009 0.0010526026222055498 0.0011076422821214562 0.0012039398018771552 0.0013049529563576015 0.0014193585965185385 0.0010246064401666644 0.0011146801812640852 0.0011688822146064207 0.0010623619423277865 0.0012604970701985902 0.001068784954064479 0.0015445027431265738 0.0010624410476253159 0.0014953082130819001 0.0010863725865832979 0.0013314359386162929 0.0010233875297416262
leaf_count=269 126 91 549 113 112 40 327 170 130 56 119 215 177 200 204 970 42
internal_value=0 2.79436e-05 6.31405e-05 6.23872e-06 5.18461e-05 0.000100422 9.65541e-06 -0.000103834 -0.000298668 0.000499648 0.000414507 -0.000135289 0.000224754 1.42821e-05 7.42275e-05 -0.000151015 9.92054e-05
internal_weight=0 0.0209823 0.0198747 0.0181715 0.0168666 0.0156626 0.0121511 0.00986598 0.00619356 0.0022851 0.00351153 0.00502467 0.00367243 0.00260999 0.00348017 0.0023938 0.00209217
internal_count=3910 3784 3693 3424 3311 2762 2489 2393 1689 96 273 1519 704 527 1304 1100 161
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=14
num_cat=0
split_feature=41 42 43 39 42 12 157 160 49 4 4 4 49
split_gain=4.811e-05 6.82084e-05 0.000106156 0.000111125 7.98644e-05 0.000110331 6.2594e-05 0.000117454 8.98956e-05 9.8448e-05 0.000112534 0.000147111 0.000136376
threshold=0.079885000000000025 -0.10770999999999999 -0.044024999999999988 0.084155000000000021 0.091955000000000023 0.090385000000000007 -0.073574999999999988 -1.0000000180025095e-35 0.092185000000000017 0.17888000000000001 -0.0025899999999999994 -0.23071499999999998 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -8 9 10 11 -9 -12
right_child=-2 2 6 -5 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.0019380808302919799 -0.0017097854478873005 -0.00023580158175001741 0.0015761580213666197 0.0036705449861270572 -0.00099088693204701971 0.003388721875229591 -0.0029034101895621832 -0.001970291743329505 0.0021533172619907876 0.0012031370002944259 -0.00032939620368127652 0.0021903918049412199 -0.0044931251296494333
leaf_weight=0.0010310359345097357 0.0010565019289069935 0.0011662387968587322 0.0011375140924075331 0.0010299108920341165 0.001348548093781419 0.0011203488249924218 0.0011757079053494636 0.0011375296584708052 0.0010386761152975117 0.0017262357490508626 0.0010367574384146927 0.0011758782386147859 0.0011063743939311835
leaf_count=216 177 736 162 288 293 311 327 108 170 167 59 762 134
internal_value=0 0.000110436 0.000259178 0.00127879 0.000601158 0.00154009 -0.000239691 -0.000485674 -9.20475e-05 -0.000469258 -0.00111706 0.000144535 -0.00247889
internal_weight=0 0.0152308 0.0141997 0.00466505 0.00363514 0.00228659 0.00953467 0.00839716 0.00722145 0.00618278 0.00445654 0.00231341 0.00214313
internal_count=3910 3733 3517 1628 1340 1047 1889 1727 1400 1230 1063 870 193
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=19
num_cat=0
split_feature=14 38 13 147 484 48 42 2 52 150 15 159 0 0 42 2 4 1
split_gain=0.000358854 0.00021356 0.000306027 0.000219676 0.000252681 0.000281381 0.000251562 0.000216226 0.00027218 0.000249094 0.000189091 0.000146892 0.000273202 0.000299031 0.00024132 0.000221033 7.54717e-05 4.25472e-05
threshold=0.077685000000000018 0.084445000000000006 -0.23438999999999996 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 0.10269500000000001 0.11578500000000001 0.084890000000000007 0.087235000000000021 -0.031229999999999997 0.09141500000000001 -0.017269999999999997 -0.13027499999999997 0.089470000000000008 0.08400500000000001 -0.15796999999999997 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -4 6 7 8 9 11 -10 12 13 17 15 -15 -1 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00027058085481555333 -0.00082804221525306079 -0.00065690435065380041 -0.00068536181907624314 0.0006460425227524482 0.00091639310383938115 -0.00076360537355826352 -0.00059905408605915157 0.0007366203389982455 8.3778409204239934e-05 -0.00032824350822357513 -0.00069424845767482519 -0.00024112943898345015 0.0010022494716468247 -0.00055079397890685851 0.00061353109945459609 0.00028799853752870799 0.00082779332569162304 0.00047995982805919892
leaf_weight=0.0010052453510880355 0.0012062851067113625 0.0010204718075050847 0.0013300729892436877 0.0011072464565504694 0.0010198905364353604 0.0010373090113752056 0.0012565952480577359 0.0011565627822949761 0.0012710104275714014 0.0018973708529304032 0.0016485854432381633 0.0010867977499496029 0.0012481061192303163 0.0018752759630924617 0.0010535918774051481 0.001173416933437435 0.0012565425705895637 0.0010330116785040588
leaf_count=28 126 84 555 131 50 89 346 183 209 186 624 128 149 302 167 337 146 70
internal_value=0 2.05781e-05 5.27989e-05 -9.3395e-06 -4.94592e-05 1.01343e-06 5.14673e-05 0.000107984 5.33475e-05 0.000168274 -0.000355544 0.000279236 0.000355626 0.000224508 -1.18317e-05 -0.00022795 0.000580142 0.000696782
internal_weight=0 0.0224771 0.0214566 0.0191948 0.0180876 0.0167575 0.0157202 0.0144636 0.0133071 0.0103875 0.0029196 0.00849009 0.00740329 0.00615519 0.00410228 0.00304869 0.00226179 0.0020529
internal_count=3910 3784 3700 3526 3395 2840 2751 2405 2222 1389 833 1203 1075 926 806 639 174 120
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=19
num_cat=0
split_feature=14 52 124 50 15 158 3 47 1 3 16 52 12 1 3 0 0 3
split_gain=0.000243783 0.000200322 0.0002285 0.000298122 0.000352429 0.000304033 0.000201339 0.000219648 0.000470534 0.000361253 0.000271397 0.000237755 0.000197583 0.000228359 0.000355677 0.000187525 0.000138982 0.000135707
threshold=0.077685000000000018 -0.40083499999999994 0.10385500000000002 0.11724000000000001 -0.26361999999999991 0.085745000000000002 -0.15464999999999998 0.09252500000000001 0.094385000000000011 -0.070894999999999986 -0.095609999999999987 -0.080899999999999986 0.098355000000000012 0.089455000000000021 0.086245000000000016 -0.089879999999999974 -0.15291499999999997 -0.08348499999999999
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 -3 6 -6 8 12 -9 16 -12 13 14 15 -8 -10 -17
right_child=-2 2 -4 -5 5 -7 7 9 10 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.00063576871223382399 -0.0007721041301295145 0.00085102583332791139 0.00082895540985363067 -0.00087278670424991898 0.00061566397999125635 -0.00087747107185132383 -0.00077653805839028318 0.00029637199334872508 -0.00039215067342956685 -0.0010618590200394606 0.00028238825141274127 0.0013334218909649325 -0.00083230989714050928 -0.00076987444824925199 0.00075398188843976092 0.00038210934832346908 0.00050161220424667558 -0.00036728851822030896
leaf_weight=0.0012146346795120456 0.0011358147339855509 0.0015950802250119826 0.0011156366035477141 0.0010009957105345689 0.0017582403031963728 0.001050383705885667 0.0011324810910412417 0.0010024483198876957 0.0010017542815923264 0.0013244607545319564 0.001076372183738121 0.0015025553777099701 0.0010967579324580937 0.0010795896866510057 0.0016481739594618183 0.0015642117839107753 0.001026366148550964 0.0012804851753277751
leaf_count=389 126 255 45 243 86 295 328 105 60 102 124 161 223 173 75 588 66 466
internal_value=0 3.84533e-05 7.69805e-05 3.53263e-05 8.28209e-05 1.29777e-05 6.96844e-05 4.53874e-06 9.47859e-05 -0.000476724 0.000527343 0.00089475 -0.000160647 -5.07801e-05 8.7225e-05 -0.000189084 6.01538e-05 4.47824e-05
internal_weight=0 0.0224706 0.021256 0.0201404 0.0191394 0.0175443 0.0164939 0.0147357 0.0124087 0.00232691 0.00460705 0.00257893 0.0078017 0.00670494 0.00562535 0.00397718 0.00202812 0.0028447
internal_count=3910 3784 3395 3350 3107 2852 2557 2471 2264 207 411 285 1853 1630 1457 1382 126 1054
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=12
num_cat=0
split_feature=14 11 132 13 1 52 3 3 2 4 133
split_gain=5.10931e-05 8.55563e-05 8.06464e-05 0.000119948 0.000163849 0.000111519 0.000150414 0.000207575 0.000163998 0.000150561 9.31184e-05
threshold=0.018455000000000003 0.08776500000000001 0.080815000000000012 -0.083354999999999985 0.099595000000000017 0.10701500000000001 -0.075679999999999983 -0.015064999999999997 0.11230000000000001 0.0057500000000000008 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 -5 -8 9 -9 -1
right_child=-2 -3 -4 5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0015051338118139905 -0.0018854680179424838 -0.0023055511888085949 0.0024641569870603873 -0.0028958736606831802 0.0038384477798447114 0.0016440989063171302 0.003198611434467718 -0.0020115649461036984 -0.0038717196458671103 0.0015501046663485795 0.0017097798289008991
leaf_weight=0.001311575374424302 0.0010035004030654873 0.001006630225951711 0.0011481654516373669 0.0019921073367380974 0.0013015374626890747 0.001569955292573165 0.0010968065211426539 0.0015933176150886037 0.0010856027215576068 0.0019364587062159072 0.0013428742892904171
leaf_count=457 159 135 328 1062 230 425 307 202 112 120 373
internal_value=0 0.000113114 0.000282444 9.31077e-05 0.00134424 -0.000440571 -0.000865379 -0.00015725 -0.000954742 -5.76094e-05 0.000121277
internal_weight=0 0.015385 0.0143784 0.0132302 0.00395599 0.00927425 0.00770429 0.00571219 0.00461538 0.00352978 0.00265445
internal_count=3910 3751 3616 3288 1060 2228 1803 741 434 322 830
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=14
num_cat=0
split_feature=147 484 52 15 11 4 2 12 3 2 4 15 52
split_gain=4.95352e-05 0.000124098 9.07626e-05 0.000144401 0.000147443 0.000153746 0.000122073 0.00011506 0.000126654 0.000111365 0.000230556 7.49911e-05 0.000205964
threshold=0.089245000000000005 -0.0043499999999999988 0.17829500000000004 -0.24219999999999997 1.0000000180025095e-35 -0.078094999999999984 0.11203000000000002 -0.023959999999999995 0.096385000000000012 0.106285 -0.37626499999999991 -0.10071499999999999 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 -7 11 10 -5 -9 -13
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12 12 -14
leaf_value=-0.0035051872400881563 0.0018128559571984723 0.0037680205264721757 -0.0027307922216230104 -0.0026164346290132581 -0.0035701393416391696 -0.0029742213239059823 -0.0035953705041479782 0.0019693681205192942 0.0034361236012590553 0.004714361929814709 0.0035538020837038243 0.0015527280352592796 -0.0036765707453768402
leaf_weight=0.0010119251032513219 0.0013306060835822633 0.0010678330509079443 0.001040114527707651 0.0010425503164638306 0.0010355979834746334 0.001030720719024803 0.0010495458221853916 0.0011142040645607991 0.0012031905341061133 0.0010521563988041827 0.0013511583362138336 0.001478783972584846 0.0014492033553823239
leaf_count=595 159 266 362 95 199 165 264 154 41 62 746 280 522
internal_value=0 -0.000172115 7.02709e-05 0.000296557 -1.7401e-05 0.000324167 -0.000483569 3.6814e-05 0.000628484 0.00204135 0.000866431 -0.000207232 -0.00103551
internal_weight=0 0.014927 0.0139151 0.0128749 0.0118071 0.0107715 0.00732565 0.0062761 0.00524538 0.00344587 0.00239371 0.00404219 0.00292799
internal_count=3910 3751 3156 2794 2528 2329 1426 1162 997 903 841 956 802
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 2 160 42 150 47 133 52 1 0 1
split_gain=0.000258666 0.000190819 0.000218557 0.000189827 0.00023879 0.000204949 0.000244111 0.000155184 0.000185943 0.000149945 0.000207352 0.000200083 0.000231304 0.000209399 0.000283495 0.000166215
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.088565000000000019 -0.0043499999999999988 0.11930500000000001 0.11542500000000001 -0.098319999999999991 -1.0000000180025095e-35 0.090480000000000019 0.09252500000000001 0.087170000000000011 -0.074484999999999982 0.076710000000000014 -0.10575999999999998 0.083930000000000018
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 -6 -9 10 11 12 15 -14 -15 -10
right_child=-2 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 13 14 -16 -17
leaf_value=0.00062015420846724849 -0.0007676514094592245 -0.00061641369509751515 -0.00073365253734038432 0.00068621923999792611 -0.00057645820239510227 -0.00060118280913127383 0.0007132166369929931 -0.00044062016464831616 0.00043994297232429521 -0.00038392490063538453 -0.00029571950485885487 -0.00028993216504501456 0.00025825449675489316 0.0015672640819247065 0.0004475075311309304 -0.00042580876446234267
leaf_weight=0.001733954461558578 0.0010828956214184162 0.0010907696885515397 0.0011282068487543468 0.0010497363447634625 0.0010518199208699773 0.0012206374653972443 0.0014421918008361125 0.0016166386311226829 0.0011998334307649046 0.0012257423154042333 0.0016895475949399996 0.0011559467537073098 0.0018669491800389513 0.0011157952339408972 0.0012297333398961219 0.001099617505341044
leaf_count=269 126 91 548 138 381 101 291 728 86 149 115 291 229 38 155 174
internal_value=0 3.85892e-05 7.4625e-05 2.23421e-05 -1.85492e-05 3.21459e-05 8.47574e-05 1.63614e-05 6.7472e-05 0.000145086 0.000214382 0.000326778 0.000436252 0.000660231 0.000980189 2.59329e-05
internal_weight=0 0.0209171 0.0198264 0.0180924 0.0170427 0.0159145 0.0146938 0.0132516 0.0121998 0.0105832 0.00935742 0.00766788 0.00651193 0.00421248 0.00234553 0.00229945
internal_count=3910 3784 3693 3424 3286 2738 2637 2346 1965 1237 1088 973 682 422 193 260
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=17
num_cat=0
split_feature=14 38 147 52 15 403 41 457 52 52 47 2 15 42 3 1
split_gain=0.000217824 0.000155187 0.000190987 0.00021506 0.000175919 0.000164565 0.000158118 0.000197657 0.000150552 0.000254727 0.000238689 0.000138854 0.000145449 0.000255163 0.000288182 0.000172365
threshold=0.077685000000000018 0.083695000000000006 0.089245000000000005 0.28122000000000008 -0.24219999999999997 1.0000000180025095e-35 0.075585000000000013 -0.0034949999999999994 -0.092854999999999979 -0.081429999999999989 0.094160000000000008 0.11085000000000002 0.083935000000000023 0.08221500000000001 -0.015794999999999997 0.088965000000000002
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 -6 10 -10 -9 12 13 14 -11 -16
right_child=-2 -3 -4 -5 5 -7 -8 8 9 11 -12 -13 -14 -15 15 -17
leaf_value=0.00060555299076350485 -0.00079465132442829212 -0.00063526038412851265 0.00079588796737823416 -0.00066213798501619364 -0.00054736859607822216 -0.00066273507638509098 -0.00057540696109916584 -0.0005799585804187223 0.0010407043211747712 0.00084626538528724407 0.00049114893328984434 0.00064494204813136751 0.00065206478574401548 -0.00081613746451160592 -0.00057939016741012693 0.00022419672500393438
leaf_weight=0.0017145593769181027 0.0010161286572192832 0.0010069347276977494 0.0010285910283397417 0.0012846320055555352 0.0012321221856439824 0.0010072461847214212 0.0010806325498755607 0.0016830763863513809 0.00119159444121916 0.0012514466258672198 0.0010086875362086412 0.0015716454768189385 0.0010875586760450556 0.0010525240819177929 0.0014669966986715745 0.0018045081527429119
leaf_count=273 126 87 146 346 254 444 110 436 124 171 72 175 725 295 62 64
internal_value=0 3.12462e-05 6.57234e-05 2.49884e-05 7.64503e-05 1.76878e-05 6.51802e-05 0.000117033 0.000184587 0.000288293 -0.000178581 0.000179416 6.96097e-05 -4.40047e-05 0.000135676 -0.000136145
internal_weight=0 0.0204728 0.0194658 0.0184372 0.0171526 0.015438 0.0144308 0.0133502 0.012118 0.00942627 0.00269176 0.00823468 0.00666303 0.00557548 0.00452295 0.0032715
internal_count=3910 3784 3697 3551 3205 2932 2488 2378 2124 1616 508 1492 1317 592 297 126
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=19
num_cat=0
split_feature=133 14 1456 13 47 132 457 42 43 156 15 4 2 2 2 3 48 4
split_gain=0.000353905 0.000303077 0.000231122 0.000223713 0.000332986 0.000220459 0.000168156 0.000181304 0.000346187 0.000229005 0.000235853 0.000210709 0.000171978 0.000296372 0.000211988 0.000164383 0.000129257 1.87531e-05
threshold=0.10681500000000001 0.077685000000000018 -1.0000000180025095e-35 -0.10939499999999998 0.077735000000000012 0.079995000000000011 -0.0015249999999999997 -0.10770999999999999 0.083940000000000015 0.091280000000000014 -0.11739999999999999 0.074650000000000008 0.096750000000000017 0.081615000000000007 0.11085000000000002 0.10666500000000002 0.08407000000000002 0.43006500000000009
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 15 6 -5 -8 9 10 17 12 13 -12 -14 -4 -15 -9
right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 11 -13 14 16 -16 -17 -18 -19
leaf_value=-0.00064562243324212934 -0.0008881352303341031 -0.00075926415645827727 0.00033482603118878157 -0.00051003949112809869 -0.00023503549663299607 0.00060978398824789403 -0.00046639971842197896 -0.00038145149291389703 -0.000755883630118333 -0.00052189610938511446 -8.697986519745793e-05 0.00083970063191703278 -0.00063379637988252089 0.00034246359345524295 0.0003387785345417213 0.0010683540332062458 0.0009812823917654946 -9.0984900747509846e-05
leaf_weight=0.0010015318184767299 0.0010126530360885953 0.0010729132141493172 0.0013776083353127027 0.0015008147306022216 0.0012379299430013285 0.0013545990367624236 0.0015444630483669132 0.001017643964548471 0.0010346884774751824 0.0010319197255262988 0.0018902988802205461 0.0015679335239349168 0.0010195081237138193 0.0013645085889321916 0.0010402899758186757 0.0014310252198101031 0.0015592820406546554 0.0010250466345288886
leaf_count=323 545 111 104 237 65 199 157 132 213 208 373 108 122 572 107 143 74 117
internal_value=0 2.73855e-05 6.5751e-05 9.96818e-05 0.000419898 2.32394e-05 -2.77039e-05 2.36523e-05 8.39551e-05 0.00015941 0.000226466 0.000338296 0.000223926 0.000380752 -0.000142603 0.000708565 0.000683151 -0.000235692
internal_weight=0 0.023072 0.0219991 0.0209976 0.00404656 0.016951 0.0155964 0.0140956 0.0125511 0.0115164 0.0104845 0.00844182 0.00687389 0.00481409 0.0020598 0.00280863 0.00292379 0.00204269
internal_count=3910 3365 3254 2931 312 2619 2420 2183 2026 1813 1605 1356 1248 1019 229 247 646 249
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=14
num_cat=0
split_feature=42 51 160 474 151 43 42 42 4 4 3 1 15
split_gain=5.08009e-05 0.000115586 9.11853e-05 0.000126614 0.000125724 0.000166876 0.000167148 0.000113612 0.000103077 0.000108513 0.000138682 9.61055e-05 4.97129e-05
threshold=-1.0000000180025095e-35 -0.054259999999999996 -1.0000000180025095e-35 0.084655000000000022 -0.084129999999999996 -0.074254999999999988 0.08221500000000001 0.092395000000000019 0.24280000000000004 -0.0025899999999999994 0.088060000000000013 0.094695000000000015 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 7 8 -6 9 10 -7 -11 -2
right_child=2 -3 4 -5 5 6 -8 -9 -10 11 -12 -13 -14
leaf_value=0.00077378262267922653 -0.0031102420610150789 -0.0025102631293977286 -0.0016717514224270542 0.0010994440061520394 0.00371937826824235 0.002925631707880484 -0.0026004132584617765 0.00068332312300806543 0.0023316010961358285 -0.0025293236294139662 -0.00070023003746709684 0.00049338797706125056 -0.0008374445890197296
leaf_weight=0.0010570711462394924 0.0010591561711775299 0.0012606778665553353 0.0012922035206068072 0.0010723928871372943 0.0014362963988465288 0.0012010056745030973 0.0010031929137290507 0.0012253751204291457 0.0014480448709263197 0.0011532545303989368 0.0010701929013613998 0.0011049738086819083 0.0010073439324200743
leaf_count=159 378 901 200 245 317 136 633 155 132 81 102 54 417
internal_value=0 -0.00101249 0.000157781 -0.000942622 0.000473665 0.00076118 0.000166187 0.00232165 0.000630502 8.66657e-05 0.00121712 -0.00105028 -0.00200234
internal_weight=0 0.00231775 0.0140734 0.00313889 0.0109345 0.00964234 0.00698066 0.00266167 0.00597747 0.00452943 0.0022712 0.00225823 0.0020665
internal_count=3910 1060 2850 1040 1810 1610 1138 472 505 373 238 135 795
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=19
num_cat=0
split_feature=1213 14 43 42 376 48 1 47 160 47 151 42 42 48 3 1 4 2
split_gain=0.000408975 0.000284477 0.000235356 0.000238249 0.000264208 0.000255993 0.000259793 0.000430208 0.000212556 0.000202473 0.000193111 0.000209684 0.000206797 0.000187852 0.000234812 9.97223e-05 9.09655e-05 5.23391e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.25671000000000005 -0.10770999999999999 1.0000000180025095e-35 0.12675000000000003 0.10498500000000001 0.082465000000000024 0.091575000000000017 0.10843500000000002 -0.076429999999999984 0.092395000000000019 0.083725000000000008 0.016865000000000002 0.086245000000000016 1.0000000180025095e-35 0.25367000000000006 0.11339500000000001
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 8 16 10 -9 -5 12 13 14 15 -12 -8 -18
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0010163874372084345 -0.00049356890015232161 -0.00077200171762708885 -0.00068668059465935459 0.00058970039355206515 0.00081569935454962157 -0.0005851559559357229 0.0010962206211514365 -0.00065033133138432989 -0.00059280177633123151 0.00030069839560326359 -0.00047378597804317125 -0.00070141056296542479 0.00060888364677013371 -0.00059671735795988772 0.00069693332424198564 0.00014288831316070763 0.00031927012479288466 0.00083049650643672829
leaf_weight=0.0010141273517175085 0.001595482247464401 0.0010973666218687663 0.001021770180651335 0.001653783670250205 0.001441212838757029 0.0013085528812048349 0.0014289899386792032 0.0010071390341099828 0.0013456151586884813 0.0013631784874888371 0.0013057783044709143 0.0010044772500153835 0.0015184501287999683 0.0012953578495969176 0.001216330170005997 0.0014123164162503921 0.0010616639274555299 0.0010121230826618376
leaf_count=592 177 112 193 264 182 101 177 58 217 75 275 356 447 130 82 205 107 160
internal_value=0 2.72849e-05 6.71676e-05 0.000103898 0.000153098 9.98497e-05 0.000153766 0.00042583 5.15665e-06 -0.000103391 9.06956e-05 -1.57505e-05 8.63103e-05 -6.54171e-05 0.000109506 -0.000153363 0.000783952 0.000568777
internal_weight=0 0.0230896 0.0219922 0.0209705 0.019375 0.0179338 0.0166252 0.00587309 0.0107521 0.00237032 0.00940649 0.00775271 0.00674823 0.00522978 0.00393442 0.00271809 0.00350278 0.00207379
internal_count=3910 3318 3206 3013 2836 2654 2553 577 1976 133 1759 1495 1139 692 562 480 444 267
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=13
num_cat=0
split_feature=52 52 51 42 50 16 4 15 4 43 0 2
split_gain=5.4086e-05 8.14353e-05 8.04581e-05 0.000160043 0.00012805 0.000129817 0.00019923 0.000133906 0.000208441 0.000112704 0.000102757 1.96186e-05
threshold=-0.27466499999999994 -0.11051499999999999 -0.07742499999999998 -1.0000000180025095e-35 0.086465000000000014 -0.094359999999999986 0.0051950000000000008 0.024640000000000006 0.27020000000000005 -0.081189999999999984 -0.035699999999999989 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 9 8 -5 -7 -11 -10
right_child=1 2 3 4 -6 6 -8 -9 11 10 -12 -13
leaf_value=-0.0019135811889974294 0.0025718624244340411 -0.0021495629882029126 -0.0031842924951679666 -0.0036178256918035327 -0.0026288398081968705 0.0029751174148338346 0.0049761454909243979 0.0023834880631016251 -2.15895793631442e-05 -0.0027625768249786176 0.0015507528028834434 0.0018222016822095261
leaf_weight=0.0012855308621732833 0.0011955193971058395 0.0015272407266767188 0.0011794490460431432 0.0017009756545866301 0.0010649915356599907 0.0012863392689375051 0.0014908678356030953 0.0014194891751695415 0.0010701406412358288 0.0010629140743866209 0.0010023651512386898 0.001086053419854418
leaf_count=425 278 341 856 173 413 231 125 142 126 569 40 191
internal_value=0 0.000151504 -5.68053e-05 0.000201708 0.000558786 0.000894268 0.00203693 -0.000154377 -0.00108834 0.000729513 -0.00066914 0.00090711
internal_weight=0 0.0150863 0.0138908 0.0123636 0.0111841 0.0101191 0.00484249 0.00527666 0.00385717 0.00335162 0.00206528 0.00215619
internal_count=3910 3485 3207 2866 2010 1597 965 632 490 840 609 317
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=13
num_cat=0
split_feature=1 0 47 3 2 2 16 0 1 150 15 16
split_gain=6.01537e-05 0.000139742 8.11313e-05 0.000107451 0.000102529 0.000115701 9.02045e-05 0.000140821 8.92677e-05 7.25558e-05 5.76259e-05 8.81022e-05
threshold=0.076710000000000014 -0.089879999999999974 0.086425000000000016 0.10856000000000002 0.11462500000000002 0.097135000000000013 -0.090129999999999988 -0.073129999999999987 0.11561500000000001 0.087235000000000021 0.024640000000000006 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 6 9 -8 -4 -2 11 -3
right_child=2 10 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0036649340536692582 0.0039355435178977365 -0.0021075116370857317 -0.001473858065390409 -0.0030503639550782044 0.0027371583307973326 -0.0015580688167015336 -0.0022134337368978135 0.0020328438795701731 0.0018304560249621537 0.00082402379334163903 0.0016629616130137534 0.00091957640321269237
leaf_weight=0.0010003527517578343 0.0010357811187530061 0.0015220922143555742 0.0011627397215028406 0.0010513105628020547 0.00162308503922972 0.0017477175379682908 0.0011823139290997329 0.0011201127962228059 0.0012488494246561952 0.001181520989871343 0.0010379066159693787 0.00132407907518255
leaf_count=481 206 454 199 79 321 265 449 227 104 52 855 218
internal_value=0 -0.000804692 0.000334256 -0.000760816 0.000814848 0.000317025 0.0010421 -0.000147653 0.000237292 0.00227753 -6.80306e-05 -0.000699268
internal_weight=0 0.00488443 0.0113534 0.0034629 0.00789053 0.00626745 0.00451973 0.00230243 0.00241159 0.0022173 0.00388408 0.00284617
internal_count=3910 2008 1902 382 1520 1199 934 676 303 258 1527 672
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=17
num_cat=0
split_feature=14 38 124 124 133 50 3 15 47 3 4 3 150 1 2 0
split_gain=0.000284933 0.00020766 0.00020133 0.000162827 0.00025004 0.000222271 0.000224669 0.000219246 0.000194885 0.000576841 0.000239125 0.000261695 0.000225924 0.000269224 0.000115857 9.86921e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10119500000000002 -0.15464999999999998 -0.24219999999999997 0.09252500000000001 -0.074234999999999982 -0.23071499999999998 0.10223 0.086870000000000017 1.0000000180025095e-35 1.0000000180025095e-35 -0.080384999999999984
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 -4 -8 10 -10 -9 12 13 15 -15 -12
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 11 -13 -14 14 -16 -17
leaf_value=0.000678425963470118 -0.00091916262789322348 -0.00073016017035218612 0.00075288024667773666 0.00067773503056351629 -0.00088811770485474077 -0.00077581920559251986 0.00079227837160394151 -0.00067042600798460094 0.00031261225467209839 -0.0014822557782649425 -0.0006152574913924581 0.00079703239526341914 -0.00055465441592175593 0.00015481161854761298 0.00088355757303913121 0.0001504242913345305
leaf_weight=0.0016924696302745351 0.0010717208827960003 0.0010929064007309522 0.0015167414326708794 0.0011731716032747563 0.0010231772284206775 0.0010354009099558898 0.0010990021291898021 0.0012826104184788757 0.0012669896304916446 0.0010956596742103157 0.0012337180655393183 0.001733247803739929 0.0017403084908197697 0.0012754254505634166 0.0016316796033857273 0.0010002356679746313
leaf_count=269 126 91 167 49 607 347 126 116 154 92 793 127 197 282 91 276
internal_value=0 3.8522e-05 8.09515e-05 2.51064e-05 -2.01066e-05 3.57119e-05 9.21977e-05 1.7185e-05 -5.2296e-05 -0.000519743 5.92922e-05 0.000167938 9.48492e-06 0.000200453 0.000563837 -0.000272429
internal_weight=0 0.0208927 0.0197998 0.0181074 0.0169342 0.015911 0.0148756 0.0133589 0.0122599 0.00236265 0.00989723 0.00861462 0.00688137 0.00514106 0.00290711 0.00223395
internal_count=3910 3784 3693 3424 3375 2768 2421 2254 2128 246 1882 1766 1639 1442 373 1069
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=12
num_cat=0
split_feature=14 157 16 16 0 42 4 0 15 150 4
split_gain=5.97227e-05 6.68816e-05 8.8795e-05 0.000128683 0.00011063 0.000158907 0.000131393 0.000100818 0.000146282 0.000134277 4.43579e-05
threshold=0.018455000000000003 -0.073574999999999988 -0.055679999999999993 -0.004514999999999999 -0.017269999999999997 0.085195000000000007 -0.49837999999999999 -0.11756999999999999 -0.03231499999999999 0.077110000000000012 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -6 9 -9 10 -3
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=0.0016334771948027563 -0.0018076424060526259 -0.0027239587193018272 -0.0031413526381161138 -0.0026422764034725746 -0.00099261367750520324 0.0010482764528273857 0.0026480513244415632 0.0029294903203974979 -0.0001239901841234741 0.0012309972793536177 -0.00051045771446752786
leaf_weight=0.001510258908719136 0.001003740292975063 0.0010819735729892259 0.00106283627245762 0.0017730670872612916 0.0010493887707848509 0.0010964938329561975 0.0012751919441177382 0.0018329695605833187 0.0018114808688187707 0.0017002820823283776 0.0010226386093577233
leaf_count=490 159 101 461 318 117 349 106 552 1002 125 130
internal_value=0 0.000111503 -5.61984e-05 -0.000725448 -0.0002311 -0.00123207 0.00100454 0.000505929 0.00141175 -0.000361698 -0.00164841
internal_weight=0 0.0152166 0.0137063 0.00625698 0.00519414 0.00286956 0.00232458 0.00744934 0.00364445 0.00380489 0.00210461
internal_count=3910 3751 3261 1351 890 667 223 1910 1554 356 231
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=13
num_cat=0
split_feature=1 4 47 159 0 52 15 16 47 47 2 16
split_gain=5.17172e-05 0.000112457 7.13122e-05 9.08732e-05 0.000139401 0.000167577 0.000116928 0.000113577 8.9135e-05 9.64018e-05 5.33396e-05 4.72633e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 0.073745000000000019 -0.087614999999999985 -0.0066199999999999991 -0.035939999999999993 -0.19424999999999998 0.10783500000000001 0.13177500000000003 0.097940000000000013 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -6 -7 -4 -10 -1 -3
right_child=2 11 8 -5 6 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0011230160155422096 -0.00061668966049244569 -0.0038284198827859182 -0.0028135556041937473 0.0034081488241584886 0.00073241943098993525 0.0012860365162955373 -0.0035054356684469552 0.0054085515900087503 0.0023520282137836175 -0.001639503001678559 0.0016796770004336025 -0.001108862221021375
leaf_weight=0.0010194815935862813 0.0019867955835632112 0.0010444888266782177 0.0012492426333116915 0.0010702271783491514 0.001143370738920812 0.0013706477331938745 0.0011958018271670048 0.0010670322488575005 0.0010899127223692115 0.0010829370695621954 0.0015163461616245488 0.001272816306676285
leaf_count=369 158 878 164 323 164 189 587 99 145 73 53 708
internal_value=0 -0.000825867 0.000344252 0.000842709 0.000436774 0.00142583 -0.001434 0.00309056 -0.000796819 0.00036267 0.000552907 -0.00233466
internal_weight=0 0.00485313 0.011256 0.00783388 0.00676365 0.00442448 0.00233917 0.00243768 0.00342209 0.00217285 0.00253583 0.00231731
internal_count=3910 2008 1902 1520 1197 446 751 288 382 218 422 1586
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=17
num_cat=0
split_feature=14 133 50 158 48 3 133 1 47 2 1 0 4 15 0 43
split_gain=0.00025175 0.000167755 0.00020107 0.000174913 0.000206968 0.000170788 0.000172303 0.000199569 0.000194145 0.000388203 0.000238903 0.000192807 0.000121959 0.000117717 0.000115262 9.34008e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 0.084965000000000027 0.11930500000000001 -0.13309499999999996 0.083815000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.11260500000000001 0.09112000000000002 -0.11756999999999999 -0.016464999999999997 -1.0000000180025095e-35 -0.069794999999999982 -0.075819999999999985
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 13 7 14 9 10 -9 -10 -8 -1 -7 -13
right_child=-2 -3 -4 -5 -6 6 12 8 11 -11 -12 15 -14 -15 -16 -17
leaf_value=0.00091269761562680091 -0.00076747948069202454 -0.00059587555564566646 -0.00060255593488396945 -0.00050003712572655248 -0.00048699736017497066 -0.00075497432777698855 0.00094586164023342529 0.00050644257834561778 -0.00069197709999985224 0.0011602401297734588 -0.00029245387040628738 -0.00020467677224197435 0.00016021212108582446 0.00022645537684183123 -7.9244782935457747e-05 0.00042296765104071424
leaf_weight=0.0012950774524509434 0.0010838318267841198 0.0010584909152331371 0.0011125363033197165 0.0011711518725624507 0.0012542154089229809 0.0010446629461066722 0.0010112075571148474 0.0019810226649811255 0.0010831366994725755 0.0012078798765781324 0.0018948678631175164 0.001176543051264578 0.0010339431509955406 0.0012919530790895745 0.0017425987007688203 0.0012817609423108056
leaf_count=92 126 542 331 343 95 716 136 231 50 184 265 81 377 134 133 74
internal_value=0 2.78459e-05 6.15597e-05 0.000101563 0.000142291 0.000191483 0.000118721 4.16723e-05 0.00016259 0.00036401 0.000115873 -0.000126551 0.00054867 0.000569991 -0.000332508 0.000122577
internal_weight=0 0.020641 0.0195826 0.01847 0.0172989 0.0160447 0.0134576 0.0114125 0.00862521 0.00508377 0.00387589 0.00354144 0.00204515 0.00258703 0.00278726 0.0024583
internal_count=3910 3784 3242 2911 2568 2473 2247 1734 885 680 496 205 513 226 849 155
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=20
num_cat=0
split_feature=133 1374 14 457 484 38 3 160 41 2 3 0 0 4 2 13 16 1 2
split_gain=0.000404913 0.000345994 0.000327239 0.000319869 0.000409957 0.000295029 0.000340883 0.000265413 0.000214082 0.00032664 0.000247561 0.000208187 0.000273033 0.000194132 0.000289485 0.000194395 0.00017318 7.33518e-05 6.85097e-05
threshold=0.10681500000000001 -0.094679999999999986 0.077685000000000018 0.090920000000000015 -0.0043499999999999988 1.0000000180025095e-35 0.16699000000000003 -0.217635 0.077300000000000021 0.10869000000000002 0.090325000000000003 -0.10575999999999998 -0.089879999999999974 0.070230000000000015 0.08400500000000001 -0.0030249999999999995 -0.033174999999999989 0.10171500000000001 0.094825000000000007
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 -3 6 7 -6 9 11 -11 16 -13 14 -14 18 17 -9 -16
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00089409766099390832 -0.0010156089712476744 -0.00078156080683384067 -0.00074433574303590455 0.00095481692032716749 -0.00063653572584910795 -0.00073018724890110197 0.0010006411487290649 0.0001971737150130108 -0.00042817140070263739 0.00027680318385043525 -0.0006451981575543793 -0.0005662962931494176 -0.0003646904541696114 0.00086393762605657318 0.00049369273229091996 2.7575475007630983e-05 0.0012179991138728671 0.00077146522936051923 0.0010857126632862761
leaf_weight=0.0010564604759615284 0.0010505269014250687 0.0014322983013638135 0.0012703550203880245 0.0011490845960042675 0.001179265019840523 0.0010235556461429254 0.0012541742258964849 0.0014112550688201164 0.0014675703132462905 0.0014057843140398924 0.0017721590019181832 0.0010594967039926568 0.0017470041821647025 0.0014414316059813345 0.0011102350001563543 0.0016901736700433096 0.0011264797805442478 0.0010398012137358137 0.0010002276960232592
leaf_count=64 545 491 109 126 338 80 133 83 113 296 54 236 413 55 406 235 58 23 52
internal_value=0 2.44863e-05 6.56412e-05 0.000111762 6.59824e-05 0.000127514 0.000174448 0.000115071 0.000169542 0.000228796 -0.000237345 0.000356213 0.000209837 0.000327493 0.00018811 0.000442211 0.000685523 0.000440803 0.000774273
internal_weight=0 0.0246368 0.0235804 0.02231 0.0211609 0.0197286 0.0187051 0.0174509 0.0162716 0.014804 0.00317794 0.0116261 0.00804857 0.00698907 0.00554764 0.00380064 0.00357754 0.00245106 0.00211046
internal_count=3910 3365 3301 3192 3066 2575 2495 2362 2024 1911 350 1561 1397 1161 1106 693 164 106 458
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=20
num_cat=0
split_feature=14 4 11 484 484 160 133 133 13 457 16 16 16 0 15 160 13 1 3
split_gain=0.000264335 0.000173856 0.000257432 0.00017719 0.000213525 0.000184245 0.000376 0.000300608 0.000248803 0.000195246 0.000207636 0.000296111 0.000208017 0.000155518 0.0003189 0.000113715 0.000113128 0.000109025 8.68931e-05
threshold=0.077685000000000018 0.50657000000000008 0.088315000000000018 0.088000000000000009 0.042570000000000004 -1.0000000180025095e-35 -0.0023199999999999996 0.10599500000000002 -0.090394999999999989 -0.0015249999999999997 -0.072804999999999981 -0.010344999999999998 -0.094359999999999986 -0.017269999999999997 -0.053579999999999996 0.024885000000000001 -0.42334499999999992 0.10471000000000001 -0.050194999999999997
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 17 -7 8 16 -10 12 -12 15 14 -13 18 -8 -1 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00079260026572596865 -0.00083111528397893618 0.00068612027150281765 -0.00079572284434522981 -0.00064804476584188618 0.00081022172643769501 -0.00076981258472478653 0.00025291435669511509 -0.00068870280000811175 -0.00054567818572869888 0.00014726236505072283 -0.0007651875412274516 0.00064710342007877374 0.0011375078617984491 0.00075011042860526772 -0.00056202224791644109 -0.00018004882209992241 0.00093989495094777488 -3.4645117624886086e-05 0.00084309685102728325
leaf_weight=0.0011147446586122897 0.0010584651975267248 0.0010607967782785893 0.0011012788256952169 0.0010044239181443348 0.0010401985918440651 0.0012886750561864014 0.0010773153643597946 0.0010418733908111591 0.0010958833760474117 0.0010008838019539557 0.0011724144384531354 0.0011039725295451633 0.0010115962222404418 0.0010372332972365976 0.0013677699719328593 0.0010631288370729006 0.0017814539938803544 0.0010158183593826919 0.0010095895451345785
leaf_count=563 126 213 111 275 188 789 50 417 119 37 104 159 120 103 163 55 148 83 87
internal_value=0 2.56383e-05 -8.82792e-06 3.62437e-05 7.39616e-05 2.93893e-05 9.45879e-05 0.000175524 0.000246304 0.000120299 0.000203551 -3.70424e-05 0.000479256 0.000206244 -2.19816e-05 0.00026261 0.000681009 -0.000431219 0.000496686
internal_weight=0 0.0213891 0.0203283 0.019227 0.0182226 0.0171824 0.0150518 0.0137631 0.0127212 0.00986247 0.00876659 0.00468139 0.0040852 0.00350898 0.00247174 0.0030736 0.00285877 0.00213056 0.00201047
internal_count=3910 3784 3571 3460 3185 2997 2351 1562 1145 947 828 529 299 425 322 179 198 646 124
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=19
num_cat=0
split_feature=14 133 50 48 4 158 1 3 3 0 0 43 4 43 0 15 12 12
split_gain=0.000253051 0.000207472 0.000264203 0.000227195 0.000253698 0.000374691 0.000325469 0.000236994 0.000175535 0.000165422 0.000241357 0.000218413 0.000182462 0.000419897 0.000169883 0.000135501 0.000119668 7.6302e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 0.12675000000000003 0.28937500000000005 0.085745000000000002 0.11235500000000002 0.11476000000000001 -0.15464999999999998 -0.10575999999999998 -0.070894999999999986 -0.066289999999999988 -0.34687499999999999 -0.078644999999999979 -0.23029999999999998 -0.0089749999999999986 0.084100000000000022 0.051320000000000005
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 7 -6 8 -1 11 16 -10 -12 17 -13 -9 -11 -14
right_child=-2 -3 -4 -5 6 -7 -8 15 9 10 12 14 13 -15 -16 -17 -18 -19
leaf_value=0.0006689933815569025 -0.00081550750438054767 -0.00070412497297381565 -0.00074163958932900356 -0.00069835801061428641 0.00017061130026549946 -0.00095158474962463732 0.0014562775745756268 0.0002040465809015813 0.00092923535648164286 -0.00025697600777505497 -0.00059404008574220934 0.00044476075963645806 6.0289322556642988e-05 0.00089263549792255347 -0.00039701343689985016 0.0010868892680416663 -0.0010271388232123756 -0.0006159962806920106
leaf_weight=0.0013344995620876406 0.0011775876267187116 0.0011531205185190503 0.0011943247098398597 0.0010188492964311449 0.0015746637647109389 0.0010391543284409025 0.0010254526818649471 0.0010007334332795548 0.0011534066185943936 0.0013829844438410207 0.0010496975093059469 0.0015018896648975044 0.0010165921773132511 0.001720852292979835 0.0015229200927731517 0.0012128783054004008 0.001178571758020712 0.0010907319827030415
leaf_count=124 126 542 331 74 94 267 254 63 97 212 111 52 57 124 111 52 1116 103
internal_value=0 2.93306e-05 6.95701e-05 0.000118443 0.000162697 8.00696e-05 0.000677662 0.000150758 5.89789e-05 -1.10925e-05 -0.000169908 0.000271682 6.18987e-05 0.000241759 2.09474e-05 0.000687772 -0.000611328 -0.00028975
internal_weight=0 0.0221713 0.0210182 0.0198239 0.018805 0.0162049 0.00260012 0.0151658 0.0129521 0.0116176 0.00743943 0.00417822 0.00487787 0.00382818 0.00302481 0.00221361 0.00256156 0.00210732
internal_count=3910 3784 3242 2911 2837 2489 348 2222 2107 1983 1723 260 395 284 163 115 1328 160
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=17
num_cat=0
split_feature=14 133 50 15 158 3 13 48 3 457 4 3 1 4 2 52
split_gain=0.000190098 0.000179882 0.000237162 0.000184464 0.00032939 0.000195057 0.000197365 0.000287776 0.000160774 0.000204127 0.000181592 0.000148006 0.000194018 0.000138133 0.000156872 6.23116e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.26361999999999991 0.084965000000000027 -0.15464999999999998 -0.10241499999999999 0.082070000000000018 -0.078669999999999976 -0.0015249999999999997 -0.084009999999999987 0.10856000000000002 0.099595000000000017 0.0057500000000000008 0.091985000000000011 -0.24084499999999998
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 10 -10 -8 12 13 14 -11 -14
right_child=-2 -3 -4 4 -6 6 8 -9 9 11 -12 -13 15 -15 -16 -17
leaf_value=0.00063999340166024255 -0.0006504070598595574 -0.00057075595310213882 -0.00061946426338475966 0.00061119587495455253 -0.00078291625446251436 0.000778300501586893 0.00011710334225879243 -0.00014212340880091634 -0.00056593479019304395 -0.00056913524243465093 -0.00064118507020193146 -0.00032194124121354947 0.00034625708206053143 0.00040247443920833793 0.00021769347811588863 0.00086322209911760678
leaf_weight=0.0013377488738380598 0.0010097345852164699 0.0011089463415296678 0.0011231826019976248 0.0015962718449682384 0.001012741970333189 0.0018305611858337135 0.0012043639437630087 0.0013604225016941932 0.0010220771708668863 0.0011791689533648293 0.001825138092275567 0.0012289699535497078 0.0010100895735948301 0.0015571975736798083 0.0011498236521014782 0.0011405230538757902
leaf_count=246 126 542 331 152 280 105 261 101 63 214 925 70 36 160 152 146
internal_value=0 2.31288e-05 5.67675e-05 9.79231e-05 5.55594e-05 0.000108287 5.29549e-05 0.000385893 -4.09187e-05 6.83078e-05 -0.000339731 0.000157527 0.000255137 5.29914e-05 -0.000180678 0.000620416
internal_weight=0 0.0206872 0.0195783 0.0184551 0.0171173 0.0161046 0.0145083 0.00319098 0.0113174 0.00828785 0.0030295 0.00726577 0.0060368 0.00388619 0.00232899 0.00215061
internal_count=3910 3784 3242 2911 2665 2385 2233 206 2027 841 1186 778 708 526 366 182
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=13
num_cat=0
split_feature=14 11 3 39 13 0 16 39 48 151 43 2
split_gain=5.93631e-05 7.05968e-05 9.77101e-05 0.000101335 0.00016626 0.000359838 0.000121536 9.60015e-05 9.13916e-05 0.000107956 0.000117487 6.81144e-05
threshold=0.020750000000000005 0.081005000000000008 -0.13927999999999999 0.005105000000000001 -0.10241499999999999 -0.053834999999999994 -0.41862999999999995 0.097470000000000015 0.091875000000000012 -0.0074049999999999993 -0.074254999999999988 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 -6 -5 9 -8 -11 -4
right_child=-2 -3 3 7 5 -7 8 -9 -10 10 -12 -13
leaf_value=0.0028396153376817911 -0.0023663472732431273 -0.0021665915360055601 0.00021004824089757419 0.0037752618174562149 -0.0033444282907429249 -0.0065798643554412636 0.0037443709487220166 -0.00016182148193219053 -0.002055186929945582 0.0021351209859832563 -0.0014940490181186141 0.0037504985823591515
leaf_weight=0.0014237178740981156 0.0010174862168455387 0.0012338817618413609 0.0010440475553381663 0.0012983230564457106 0.0010765811547991137 0.0010347923854598399 0.001090580014086984 0.0012094846739793882 0.0012843789561681647 0.0016391568460094336 0.002004965688511268 0.0011595743996308458
leaf_count=119 153 183 105 247 160 257 296 178 211 659 1209 133
internal_value=0 0.000140805 0.00034038 6.33013e-05 -0.000376703 -0.00104068 -0.00023287 0.00187646 0.000323667 0.000968977 0.000138382 0.00207308
internal_weight=0 0.0154995 0.0142656 0.0128419 0.0103341 0.00813046 0.00709566 0.00250781 0.00601908 0.0047347 0.00364412 0.00220362
internal_count=3910 3757 3574 3455 3030 2792 2535 425 2375 2164 1868 238
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=19
num_cat=0
split_feature=14 1374 457 11 159 124 133 3 457 133 160 3 2 15 4 4 160 47
split_gain=0.000281396 0.000201958 0.000378739 0.00022747 0.000269726 0.000175189 0.000286132 0.000222616 0.000300948 0.00032936 0.000266802 0.000412058 0.000252694 0.000223961 0.000165758 0.000237715 0.000131901 0.000239145
threshold=0.077685000000000018 -0.094679999999999986 0.090920000000000015 0.088315000000000018 0.10856 0.10385500000000002 0.099765000000000006 -0.12008499999999998 -0.0034949999999999994 -0.0023199999999999996 -1.0000000180025095e-35 0.090325000000000003 0.10488500000000002 -0.053579999999999996 -0.054534999999999993 -0.23071499999999998 0.084835000000000008 0.10589000000000001
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 12 -9 -10 11 -11 -3 16 15 -15 17 -12
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 13 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00064307996746599389 -0.00074169528770825924 0.00011093880937194558 0.00087082340436779528 -0.00062195383368653405 -0.0007187487864104699 0.00066243325322958902 -0.00068877155872496963 -0.00066841056534326616 -0.00061012175139625124 -0.00099964843133691595 5.252385788803402e-05 0.00033639907514684407 0.0010295540350914007 -0.00019291359206416811 -0.00035347411083308359 0.00074381622018106306 0.00099200692014061011 0.00088353829508339002
leaf_weight=0.0010117628142924931 0.0011747535937112188 0.001705769183639066 0.0012183774440418507 0.001263676976467564 0.0010152240191918091 0.0011284310113211854 0.0011373935394702736 0.0013313989776467762 0.0013613510147775674 0.001009114396164878 0.0019749343998574885 0.001117882865634634 0.0011530581649665805 0.0012236834290848542 0.0015059638319448376 0.0012667361826377635 0.0011058249483846261 0.0013323504601799692
leaf_count=66 126 118 132 122 229 45 542 266 931 397 228 78 62 66 166 151 120 65
internal_value=0 1.89697e-05 4.96242e-05 1.132e-06 4.17833e-05 8.38512e-05 4.59486e-05 9.78918e-05 1.5006e-05 9.14821e-05 0.000182132 -0.000297464 0.000481446 0.000303435 4.3498e-05 0.000283548 0.000538826 0.000387301
internal_weight=0 0.0228629 0.0218512 0.0206328 0.0193691 0.0183539 0.0172255 0.0160881 0.0132292 0.0118978 0.0105365 0.002127 0.00285883 0.00840949 0.00399638 0.00249042 0.00441311 0.00330728
internal_count=3910 3784 3718 3586 3464 3235 3190 2648 2468 2202 1271 475 180 796 383 217 413 293
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=17
num_cat=0
split_feature=14 133 3 48 50 158 0 0 2 15 49 12 3 2 43 2
split_gain=0.00023647 0.000175794 0.000226684 0.000294233 0.000253418 0.000264942 0.000225956 0.000224536 0.000220166 0.000240558 0.000242549 0.000194282 0.000205804 0.000219399 0.000148378 8.98017e-05
threshold=0.077685000000000018 0.10599500000000002 0.16699000000000003 0.12649500000000002 0.086465000000000014 0.084965000000000027 -0.10575999999999998 -0.074249999999999997 0.11260500000000001 -0.095799999999999982 -0.07107999999999999 -0.036459999999999992 -0.115685 0.087005000000000013 -1.0000000180025095e-35 0.098535000000000025
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 14 9 -1 -11 -9 15 -14 -8 -13
right_child=-2 -3 -4 -5 -6 -7 7 11 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.00017191686054219101 -0.00067948394480653199 -0.00054250585448546436 0.00063547949964739333 -0.00072892866153692973 -0.00055555758732570189 -0.00058769676574262672 -0.00067372614518396276 -0.00036653916878795332 0.00094513022512567968 1.4357548379297932e-05 0.00087581615870947413 0.00091834154288845113 0.00043656263909998001 -0.00033209288774892914 6.963739771820567e-05 0.0003137757331959687
leaf_weight=0.0018668751572549977 0.0010875325683656059 0.0011185926433238949 0.0014185881483385647 0.0010927036832473194 0.0013400846960816481 0.0010998864583570299 0.0014305399346934474 0.0012558064264441629 0.0012516398567042619 0.0012555246657442176 0.0016976656870593089 0.0011604025638334292 0.0016161625462825027 0.0016646486790262982 0.001012728565947741 0.0010190303092862951
leaf_count=107 126 542 178 90 507 313 883 118 75 72 103 52 77 275 274 118
internal_value=0 3.09231e-05 6.27051e-05 1.94017e-05 6.56755e-05 0.000116653 0.000167516 2.015e-05 0.000389822 0.000245624 0.000509574 0.000160486 0.000281696 4.6555e-05 -0.000365604 0.000635667
internal_weight=0 0.0213009 0.0201823 0.0187637 0.017671 0.0163309 0.015231 0.00915932 0.00607171 0.00482007 0.00295319 0.00671605 0.00546024 0.00328081 0.00244327 0.00217943
internal_count=3910 3784 3242 3064 2974 2467 2154 1797 357 282 175 640 522 352 1157 170
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=12
num_cat=0
split_feature=14 48 11 2 16 0 15 2 3 12 4
split_gain=5.97558e-05 8.85926e-05 0.000125548 8.61513e-05 0.0001563 0.000108216 0.000107021 8.01381e-05 8.07976e-05 0.000142806 0.000154459
threshold=0.054835000000000009 -0.064549999999999982 0.081005000000000008 0.10910500000000002 -0.16268499999999997 0.12500000000000003 -0.038029999999999987 0.099015000000000006 -0.08348499999999999 0.051320000000000005 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -6 8 -3 10 -10
right_child=-2 2 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.0029184562324494974 -0.0025399864429754898 0.0017320445446005854 -0.0035967805923158699 -0.0017301261868443291 0.0012329991417931482 -0.0030373647225275763 0.0058166616814720349 0.0029678849382391154 -0.0018625701438323113 -0.0033283437354172368 0.0024371904260285506
leaf_weight=0.001210936964376407 0.0010032245678205645 0.0017985263120303286 0.0010736111035969378 0.0010739586482653119 0.0013686900232142661 0.0014194496474738685 0.0010064370653079246 0.0010095234507557557 0.0018838599883335616 0.0018158758173370928 0.0019214369329273832
leaf_count=194 147 947 174 186 302 62 141 258 206 1120 173
internal_value=0 0.000146721 -8.68262e-05 0.000196554 0.00164786 -0.000311705 0.00317528 0.000147286 -0.000236485 -0.000866327 0.00030854
internal_weight=0 0.0155823 0.0143714 0.0132978 0.00344909 0.00984867 0.00237513 0.00842922 0.0074197 0.00562117 0.0038053
internal_count=3910 3763 3569 3395 629 2766 443 2704 2446 1499 379
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=18
num_cat=0
split_feature=14 133 50 15 158 457 15 52 13 1 3 4 2 150 1 0 3
split_gain=0.000248031 0.000197683 0.000315773 0.000302378 0.000337909 0.000213536 0.000220815 0.000222637 0.000205051 0.000279269 0.00033331 0.000255953 0.000166048 0.000159298 0.000214345 0.000187564 0.000151464
threshold=0.077685000000000018 0.10599500000000002 0.11644500000000001 -0.26361999999999991 0.085745000000000002 -0.0034949999999999994 -0.11739999999999999 -0.40083499999999994 -0.10939499999999998 1.0000000180025095e-35 0.10856000000000002 -0.084009999999999987 0.097940000000000013 0.10559 0.10752500000000002 -0.11756999999999999 -0.015794999999999997
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 12 11 13 -10 -9 14 15 -11 -17
right_child=-2 -3 -4 4 -6 6 7 8 9 10 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00078378462072070188 -0.00073231848627718565 -0.00062054227151009985 -0.00079736720254680192 -0.00047697768122564323 -0.0008229308410386358 -0.00036976804580525545 -0.00042863745825844285 0.00022724071248761776 0.00023613522092572051 0.00089494083099510443 -0.00042517691908440871 -0.00064542890577426633 0.0010646023589646902 -3.3838498616776167e-05 0.0011566136452022349 0.00055627761210575973 -0.00028354034535040722
leaf_weight=0.0015310361069935689 0.0011094537679933727 0.0010958898684159763 0.0010005717440067152 0.0014275356758018829 0.001030723523090602 0.001738071426235323 0.0011806690556151146 0.0010376744790900868 0.0016969580779925351 0.0013143798001615803 0.0011103829438283697 0.0015831747143445409 0.0013618275309572048 0.0010723862606724088 0.0014064395352516579 0.001071844249096468 0.0010644471188692162
leaf_count=252 126 542 209 247 272 189 312 66 248 61 44 695 82 71 90 303 101
internal_value=0 3.21201e-05 6.67934e-05 0.000110847 5.39134e-05 0.000106872 0.000160169 0.000226432 0.000287238 0.000190689 0.000367766 -0.000189357 0.000702482 0.000516256 0.00063771 0.000426213 0.000137823
internal_weight=0 0.021724 0.0206281 0.0196276 0.0180965 0.0170658 0.0156383 0.0139002 0.0127195 0.01032 0.00703988 0.00328013 0.0023995 0.0059295 0.00485711 0.00345067 0.00213629
internal_count=3910 3784 3242 3033 2781 2509 2262 2073 1761 1613 670 943 148 626 555 465 404
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=14
num_cat=0
split_feature=1 0 457 49 4 12 0 16 0 133 4 13 1
split_gain=6.04746e-05 0.000104784 8.81979e-05 0.000103546 0.000203894 0.0001745 0.000119602 8.71701e-05 7.66047e-05 6.56912e-05 6.36226e-05 5.38001e-05 3.26891e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.0034949999999999994 -0.029304999999999998 0.18622000000000002 0.051320000000000005 -0.042499999999999989 -0.10808 -0.087899999999999992 0.086975000000000011 -0.00072999999999999985 0.11596500000000001 0.097265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 7 -5 -7 11 -4 -3 -9
right_child=2 9 3 5 -6 8 -8 12 -10 -11 -12 -13 -14
leaf_value=-0.0038273833167999142 -0.0024479408323888523 -0.00042874861969042306 0.0020817473481847711 0.0025026525464755338 0.0056465425769887953 1.4634113853755456e-05 0.0042679135652108771 0.00046759632065454033 -0.0033282747473602813 -0.0022326637747089764 -0.0014765933207040467 0.0024517803034214661 -0.0019319029535611464
leaf_weight=0.0010120348526182401 0.0010134839968118934 0.0018037638994848493 0.0010099639241887177 0.001243287252114761 0.0011125825829318148 0.0011848194736519 0.0010173279238986895 0.0010857066836265079 0.0016697817963917177 0.0011484408544394668 0.0010221677948279448 0.0010297968088465448 0.0012179349881927676
leaf_count=481 136 832 179 187 97 187 194 87 648 615 69 80 118
internal_value=0 -0.00093833 0.000385455 0.000657295 0.00218634 9.1618e-06 0.0012287 0.000357001 -0.00194078 -0.00020407 0.000291892 0.000618118 -0.000801019
internal_weight=0 0.00499404 0.0115771 0.0105636 0.00314471 0.00741886 0.00456426 0.00354693 0.0028546 0.003982 0.00203213 0.00283356 0.00230364
internal_count=3910 2008 1902 1766 345 1421 586 392 835 1527 248 912 205
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=12
num_cat=0
split_feature=4 0 12 42 160 47 0 13 52 43 0
split_gain=5.05705e-05 7.29896e-05 0.000187421 0.000169834 0.000105137 7.75542e-05 0.000104749 0.000186474 0.000153434 0.000133986 7.4729e-05
threshold=-0.49837999999999999 -0.017269999999999997 0.081660000000000024 -1.0000000180025095e-35 -0.082234999999999989 0.086785000000000015 -0.14293499999999998 -0.10241499999999999 -0.072349999999999984 -0.073139999999999983 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 8 -8 -6 -9 -7
right_child=1 2 -4 4 5 10 7 9 -10 -11 -12
leaf_value=-0.0024639015418364513 -0.0040810396517250817 0.0055542926556260775 -0.00057997898682607451 -0.002825711133151262 -0.0034027189965136042 -0.0031132599209456428 0.0072777604322017487 0.0033139033794119658 0.0020872308290890047 -0.0023959408057651881 0.0011986643505662784
leaf_weight=0.0011756635722823391 0.0015249224337191966 0.0012367026401413064 0.0018945858361508749 0.0014084430746412356 0.0013085291943043531 0.0012998474086651016 0.0010290632511210716 0.0016040338592672437 0.0018405582974590062 0.0010037771685304357 0.0011276632309494272
leaf_count=176 1005 161 123 588 97 94 168 460 177 676 185
internal_value=0 0.000174171 0.00184275 -0.000255967 0.000293175 0.000769953 0.00144254 0.00285957 -0.000193989 0.00111612 -0.00111022
internal_weight=0 0.0152781 0.00313129 0.0121468 0.0106219 0.00921347 0.00678596 0.00363687 0.00314909 0.00260781 0.00242751
internal_count=3910 3734 284 3450 2445 1857 1578 1304 274 1136 279
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=17
num_cat=0
split_feature=14 1 4 147 52 15 11 4 151 4 51 3 4 2 3 16
split_gain=0.000249148 0.000171417 0.000183605 0.000146651 0.000170971 0.000212462 0.000165587 0.000232256 0.000195939 0.000190289 0.000160598 0.000156987 0.000124231 0.000121972 8.10029e-05 3.51602e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.077415000000000012 -0.078094999999999984 -0.085039999999999991 0.0051950000000000008 0.084305000000000019 -0.073984999999999981 -0.49837999999999999 0.10066500000000002 0.013395000000000002 0.099280000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -3 7 -7 -9 -10 11 -11 -1 -4 -13 -14
right_child=-2 3 13 -5 -6 6 -8 8 9 10 -12 14 15 -15 -16 -17
leaf_value=-0.00033980063825426061 -0.00074808144653350911 0.00064531248130734781 -0.00022389367379471926 0.00056403647106865616 -0.00052428116031390487 0.00069490544768583361 -0.00055196451152602613 0.00062039994860907171 -0.00054288919693365684 0.00036560511499697946 0.00060315020209403812 -0.00066612633447348391 0.00010297117271397352 -0.0008762932706925388 -6.8380056234598649e-05 0.00050171283128736725
leaf_weight=0.0011141045549354078 0.0010214404115665146 0.0016240415842480012 0.0019518958536863347 0.0016458501208302103 0.0010492152301754829 0.0013640790523529768 0.0010089962373163184 0.0010336983785901891 0.0017208556236238551 0.0011389192846752993 0.001014445477286241 0.0010008918304916237 0.0010801713040918034 0.001055365957297754 0.0011817019188442301 0.0010351708323441677
leaf_count=36 126 274 1194 164 157 330 153 115 371 79 39 61 339 386 58 28
internal_value=0 3.47271e-05 -0.000177949 0.000130964 7.22355e-05 0.000128684 4.00251e-05 0.000110675 -1.71991e-06 -0.000107895 6.47452e-05 -9.96927e-05 7.80355e-05 -0.000452846 -0.000342494 0.000298101
internal_weight=0 0.0200194 0.00623671 0.0137827 0.0121368 0.0110876 0.00946359 0.00845459 0.00709051 0.00605681 0.00433596 0.00332151 0.00322945 0.00300726 0.00218259 0.00211534
internal_count=3910 3784 1983 1801 1637 1480 1206 1053 723 608 237 198 403 1580 119 367
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=13
num_cat=0
split_feature=1 4 159 50 52 42 12 48 1 49 2 16
split_gain=6.00618e-05 0.000121749 7.19397e-05 6.83906e-05 8.71887e-05 0.000107651 0.00015034 9.5394e-05 0.000108497 8.22256e-05 4.25255e-05 3.67623e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 0.086465000000000014 0.14114500000000005 0.08784500000000002 -0.023959999999999995 0.086065000000000016 0.092010000000000022 -1.0000000180025095e-35 0.097940000000000013 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 -2 8 -8 -10 -1 -3
right_child=2 11 -4 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0009453753412571569 -0.0033931205697157888 -0.0036197998064404213 0.0022991653232324431 -0.0020358639672097881 0.0028601838523814645 0.002117339973025995 0.0035443912673159034 -0.0015547883322188133 -0.0019696634149294458 0.0014457763074080822 0.0014598232953980694 -0.0013178605689164692
leaf_weight=0.0010044992902013784 0.001211148504440155 0.0010574499520970273 0.0013810884175860785 0.0011228591436984051 0.0010163296061133651 0.0016299869274872857 0.0010207438970441509 0.0017537502023875773 0.0010145878811326807 0.0013795080080548474 0.0015511807656276577 0.0012622488125479383
leaf_count=355 168 878 384 438 136 276 120 120 87 189 53 706
internal_value=0 -0.000856632 0.000349105 8.37364e-05 0.000347419 2.85818e-05 -0.000505084 0.000171666 0.00105832 -1.64431e-06 0.00051447 -0.00236721
internal_weight=0 0.00487538 0.01153 0.0101489 0.00902606 0.00800973 0.00637974 0.00516859 0.00341484 0.0023941 0.00255568 0.0023197
internal_count=3910 1992 1918 1534 1096 960 684 516 396 276 408 1584
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=19
num_cat=0
split_feature=14 133 50 15 158 52 15 13 13 151 12 1 0 0 12 16 0 2
split_gain=0.00022896 0.000216322 0.000205647 0.000261303 0.000336684 0.000201993 0.000250103 0.00022898 0.000189087 0.000203768 0.000174501 0.000197631 0.000344846 0.000169526 0.000129929 0.000123859 0.000118808 2.20774e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.26361999999999991 0.085745000000000002 -0.40083499999999994 -0.095799999999999982 -0.10939499999999998 -0.037444999999999992 -0.024429999999999997 -1.0000000180025095e-35 0.087720000000000006 -0.23029999999999998 -0.18901999999999997 0.085945000000000008 -0.013279999999999998 -0.083424999999999985 0.098195000000000018
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 13 17 16 -10 -11 15 -13 -7 -15 -12 -9 -8
right_child=-2 -3 -4 4 -6 6 7 8 9 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.00076090259138493499 -0.00074883810196388692 -0.00065352351204586928 -0.00060097074762258183 -0.00054910075420042635 -0.00085440626709407889 -0.00072912727759870182 0.00058698015973434995 0.00012939388665356377 0.00077880174436410537 0.00063867763516100759 -0.00010500020416346718 0.00028565394336549301 -0.0010264394179516567 0.00036492677630417953 -0.00038609825913494606 0.00064032066516486036 -0.00064338955120127968 0.00092048631371147421
leaf_weight=0.0014455795377616631 0.0010402344524858267 0.0011514436621687966 0.001135680636934258 0.0011366442602245659 0.0010052851512891139 0.001144432275461682 0.0010157895265399076 0.0010014077732433749 0.0016638216579736732 0.0013822358216415576 0.00104886612759035 0.0010251018916278554 0.0010482173863402 0.0013093047180081667 0.0010940150842879779 0.0012820344559905856 0.0010591690107638642 0.0010387330309861442
leaf_count=246 126 542 331 330 269 64 55 429 165 70 373 33 105 163 126 102 301 80
internal_value=0 2.42818e-05 6.36266e-05 0.000103987 4.89528e-05 0.000104839 0.000154021 0.000268627 0.000163433 0.00028271 0.000140065 -1.64218e-05 -0.000377707 -0.000219585 2.30527e-05 0.000304939 -0.000267829 0.000755595
internal_weight=0 0.0209878 0.0198363 0.0187006 0.0172551 0.0162498 0.0151131 0.0115654 0.00951085 0.00745028 0.00578646 0.00440422 0.00207332 0.00354775 0.00240332 0.0023309 0.00206058 0.00205452
internal_count=3910 3784 3242 2911 2665 2396 2066 1713 1578 848 683 613 138 353 289 475 730 135
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=20
num_cat=0
split_feature=133 1456 1374 14 52 38 3 457 39 151 159 52 42 48 49 12 2 2 12
split_gain=0.00035731 0.00027784 0.000300685 0.000282967 0.000240993 0.000242014 0.000338946 0.000390857 0.000297179 0.000262882 0.000242062 0.000179551 0.000177964 0.000156716 0.000147245 0.000127729 0.000138193 0.000195789 8.26119e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 -0.40083499999999994 1.0000000180025095e-35 0.16699000000000003 0.084715000000000013 0.091635000000000008 -0.0080899999999999982 -0.034019999999999988 -0.091329999999999981 -1.0000000180025095e-35 0.085875000000000021 0.073145000000000016 0.099170000000000022 0.086875000000000022 0.10113500000000002 0.078515000000000015
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 8 9 13 -11 -12 -13 -6 15 16 18 -18 -14
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 11 12 14 -15 -16 -17 17 -19 -20
leaf_value=-0.00084423356178461959 -0.0010097979955635953 -0.00085157477920854222 -0.00058291716254518398 -0.00071511221120191572 -6.3773678622319161e-05 -0.00061945723593924223 0.0010961522907850464 0.00094741251521966979 0.00088582548359692457 -0.00056876728564883919 0.00078252046354407561 -0.00054983735907155034 0.00020279057485045768 -0.00090879008270110793 0.00077062629870920999 -0.0003990731771094926 0.00093115678761374792 5.1742793957722504e-05 -0.0004399845281414669
leaf_weight=0.00107539440373594 0.0010632554544034818 0.0010461852140739572 0.0012777178254935974 0.001211289551508842 0.0013667853597203452 0.0010427793923085673 0.0013111494767279524 0.0017989615934664296 0.0013073663942874203 0.0013317139380908923 0.001474466845527221 0.0010412471207428978 0.001371263541521445 0.0012964080273081546 0.0012258953499015499 0.0012050305204222012 0.0014713173391891071 0.001604291763520227 0.0010863715624098158
leaf_count=343 545 64 315 89 180 79 148 153 140 273 159 555 74 122 71 82 168 84 266
internal_value=0 2.11598e-05 6.08117e-05 0.000103379 0.000150116 0.000197099 0.00024217 0.000178482 9.08343e-05 1.90305e-05 0.000130447 0.000219299 0.000127082 -0.000475117 0.000215583 0.000114604 0.000226473 0.000472439 -8.13414e-05
internal_weight=0 0.0245456 0.0234702 0.0224241 0.0212128 0.019935 0.0188923 0.0175811 0.0157822 0.0144748 0.0118116 0.0104799 0.00900542 0.00266319 0.00796417 0.00673827 0.00553324 0.00307561 0.00245764
internal_count=3910 3365 3022 2958 2869 2554 2475 2327 2174 2034 1732 1459 1300 302 745 674 592 252 340
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=13
num_cat=0
split_feature=52 1 12 1 151 47 52 0 16 3 52 52
split_gain=5.78512e-05 9.67195e-05 9.77398e-05 8.05759e-05 0.000143084 0.000136723 0.000156911 0.000234858 9.31479e-05 0.000103683 0.000201107 0.0002118
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.094385000000000011 -0.083274999999999988 0.09252500000000001 0.090300000000000005 -0.14808999999999997 -0.27337499999999998 0.090325000000000003 0.071660000000000015 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 7 -6 -2 10 11 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0019084391222575815 0.0018267884057429219 0.0028427226264490296 -0.0027188536170948455 -0.0019043145994063536 0.00093869325389172133 -0.00078630012626505655 -0.0002404324217723205 0.0068302618739394623 -0.00091506085909681743 0.001295674234119882 0.00069482593954980519 -0.006170685703912041
leaf_weight=0.0012800129918135667 0.001221552135455147 0.0010684824406740874 0.0010969751166522218 0.0012066210245472303 0.0011148814737437576 0.0013892584535080132 0.0010918244250248677 0.0012257746137075386 0.0014624496594243036 0.0013204240689509983 0.0018452616920155776 0.001208364697231722
leaf_count=425 165 212 133 144 72 141 132 279 316 93 943 855
internal_value=0 0.000147584 -5.545e-05 0.000167811 0.000956516 0.00167243 0.00266757 0.00402404 -0.00050583 -0.000994036 -0.00166351 -0.00329288
internal_weight=0 0.0152519 0.0141834 0.0130864 0.00602836 0.00482174 0.00343248 0.00234066 0.00705805 0.0058365 0.00451608 0.00267081
internal_count=3910 3485 3273 3140 768 624 483 351 2372 2207 2114 1171
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=19
num_cat=0
split_feature=1213 38 453 1374 457 4 484 160 43 3 42 39 133 150 43 0 3 15
split_gain=0.000414739 0.000236469 0.000258264 0.000270999 0.000406459 0.000231518 0.00028426 0.000274948 0.000323156 0.000279268 0.000196806 0.000245 0.000247695 0.000224146 0.000239265 0.000269481 0.000263032 0.000102295
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.088055000000000008 0.50657000000000008 -1.0000000180025095e-35 -0.092169999999999988 0.18078000000000002 0.16699000000000003 -0.10770999999999999 0.005105000000000001 0.084630000000000025 0.086870000000000017 -0.074254999999999988 -0.13506999999999997 -0.11266 -0.07142999999999998
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 -5 -8 9 10 -9 12 13 14 17 -16 -17 -12
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 16 -18 -19
leaf_value=-0.00099860580651288107 -0.0006775510681670719 -0.00063938762704765636 -0.00071520642121459448 -0.00068998010856496797 0.00099337932634876286 0.00080163616717092868 -0.0005560244167157291 -0.00045289251954392967 -0.00067303699548615272 0.001011818981486413 0.00028074555631308614 0.00085136322196527022 -0.00055858939536432685 -0.00029777643311371441 0.00058587836763510407 0.00031916056445127009 -0.00060395047163657486 0.0008982697283512666
leaf_weight=0.001025471681533714 0.0010619830262943433 0.0012595801887510518 0.0010137865685096439 0.0012359480011310637 0.0012984240898092905 0.0010502667223179383 0.0014795333927839728 0.0011961912968516493 0.0010880550007572676 0.0010244219110886474 0.0010148618165553014 0.0013482281597463576 0.0011348074926914595 0.0017098463519728 0.001912382447870618 0.0014551784904099909 0.0016247059289225541 0.0019469386664661198
leaf_count=592 68 92 98 547 142 198 389 105 175 83 68 178 448 80 73 117 356 101
internal_value=0 2.56142e-05 6.26845e-05 9.92253e-05 0.000139427 8.17412e-05 4.01322e-05 9.34167e-05 0.000155586 0.000218338 0.000157418 0.00021752 0.000138384 0.000220227 0.00033158 0.00012091 -0.000167801 0.000686675
internal_weight=0 0.0238551 0.0225956 0.0215818 0.0205198 0.0192214 0.0181711 0.0169352 0.0154556 0.0143676 0.0133431 0.0121469 0.0107987 0.00966391 0.00795407 0.00499227 0.00307988 0.0029618
internal_count=3910 3318 3226 3128 3060 2918 2720 2173 1784 1609 1526 1421 1243 795 715 546 473 169
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=20
num_cat=0
split_feature=133 14 133 50 15 158 12 123 3 4 15 457 1 0 0 48 12 3 2
split_gain=0.000425304 0.000276558 0.000248618 0.000256712 0.000298074 0.000407161 0.000302842 0.00031032 0.000230787 0.000216483 0.000224559 0.000248241 0.000225185 0.000264303 0.000187478 0.000331129 0.00017929 0.000143442 1.52802e-06
threshold=0.10681500000000001 0.077685000000000018 0.085625000000000021 0.11812000000000002 -0.26361999999999991 0.085745000000000002 -0.036459999999999992 1.0000000180025095e-35 -0.15464999999999998 -0.34687499999999999 -0.11739999999999999 -0.0034949999999999994 1.0000000180025095e-35 -0.074249999999999997 -0.10575999999999998 0.086455000000000018 1.0000000180025095e-35 -0.018854999999999997 0.084925000000000014
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 -1 6 7 -6 -8 -10 -11 -12 13 -13 15 18 -16 -4 -14
right_child=-2 -3 17 -5 5 -7 8 -9 9 10 11 12 14 -15 16 -17 -18 -19 -20
leaf_value=0.00073016425625867958 -0.0010472199203803779 -0.00072885999391622861 0.00015187193113808074 -0.0007950705925982097 -0.0011548744104532287 -0.00096273697435944323 0.00075078877061771976 0.00011020365233782402 -0.00061235926600986944 -0.00049045375149307953 -0.00047919495290710696 -0.0006523938515263371 0.0012130624733514431 0.00040848598277272782 0.00058832912745511868 0.00017214082391234838 -0.00020286675302419677 0.0010024405238108357 0.0011223905510700219
leaf_weight=0.0016155135975813644 0.0010335221184716191 0.0012319486511701552 0.0010102981298700225 0.0010047574023564479 0.0010489835308460328 0.0011216191073005572 0.0015067837169964121 0.0010388803996837989 0.0011341190088941496 0.001354927647600348 0.0012109035293462198 0.0012283718021814975 0.0010010992050997203 0.0013024358144788845 0.001461073824434389 0.0016330379243676418 0.0016323476399822956 0.0011314437948854632 0.0010001460463768264
leaf_count=196 545 111 490 139 86 237 151 79 115 146 97 681 27 126 58 51 373 124 78
internal_value=0 2.80045e-05 6.95622e-05 1.34569e-05 5.55701e-05 -6.08946e-06 5.87318e-05 -0.000525396 0.000143043 7.23754e-05 0.000138051 0.000219391 0.000310757 -0.000106431 0.000467694 0.000720379 0.000170828 0.000601212 0.00116775
internal_weight=0 0.0236687 0.0224367 0.020295 0.0192902 0.0176747 0.0165531 0.00208786 0.0144652 0.0129585 0.0118243 0.0104694 0.00925851 0.00253081 0.0067277 0.00363428 0.00309342 0.00214174 0.00200125
internal_count=3910 3365 3254 2640 2501 2305 2068 165 1903 1752 1637 1491 1394 807 587 156 431 614 105
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=21
num_cat=0
split_feature=1456 43 40 42 38 3 48 457 15 50 0 15 16 43 0 2 16 16 42 48
split_gain=0.000281755 0.00029211 0.000312927 0.000342529 0.000204713 0.000382733 0.000216601 0.000211524 0.000267626 0.000196961 0.000180879 0.000295152 0.000250746 0.000166675 0.00014925 0.000210664 0.000188803 0.000200906 0.000167827 3.91041e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.083709999999999993 -0.10770999999999999 1.0000000180025095e-35 0.15165000000000003 0.12862000000000004 -0.0015249999999999997 0.079360000000000014 0.086465000000000014 -0.11524 -0.095799999999999982 -0.27337499999999998 -0.020804999999999997 -0.06402999999999999 0.10113500000000002 0.26760500000000004 -0.084659999999999985 0.085330000000000003 0.082070000000000018
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 11 12 -9 -10 18 16 17 -16 -12 -13
right_child=1 -3 3 4 -6 -7 -8 8 13 -11 14 19 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00086511703122760339 0.00090607320659283374 -0.00084929813387195406 -0.00082926902166270927 -0.00052075537793456127 -0.00066411096908322576 0.0010721534869385103 -0.00067860203877107147 0.00072466474486479297 6.8422903059568818e-05 -0.00045408713373843471 0.00018879955650236409 0.0012797897165997823 -0.00040322524937350839 -0.00089210944854851591 0.00027098237284821662 -0.00023834563491631581 -4.858812365017963e-05 0.0012359406976396414 -0.0006317456768829778 0.00081328928171250253
leaf_weight=0.0010515306677708744 0.0011637836907435499 0.0010323473385491352 0.0012659248995877037 0.001419213968170757 0.0010116653000638567 0.0010876164306615815 0.0010754129198388271 0.0011038115195866061 0.0010143727529184632 0.0010415527831691392 0.0016950169012112752 0.0010067570488587708 0.00110428038751198 0.0010094146441251778 0.0010971309974383801 0.0013138073312375055 0.0010413435836316154 0.0013451506935610955 0.0011869269896090326 0.0010062020365921853
leaf_count=369 163 234 186 233 80 153 79 61 476 173 266 71 50 611 35 207 79 66 287 31
internal_value=0 2.07157e-05 6.15607e-05 1.43673e-05 6.89684e-05 0.000108953 4.89546e-05 9.67071e-05 0.000155261 0.000243758 0.000304835 0.000583123 0.0001606 -0.000410667 0.000151871 0.000332697 0.000548059 0.000802458 -0.000149142 0.0010466
internal_weight=0 0.0230217 0.0219894 0.0208256 0.0195597 0.018548 0.0174604 0.016385 0.0149658 0.012942 0.0119004 0.00422105 0.00220809 0.00202379 0.00767938 0.00479743 0.00348363 0.00244228 0.00288194 0.00201296
internal_count=3910 3541 3307 3144 2958 2878 2725 2646 2413 1326 1153 213 111 1087 940 387 180 101 553 102
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=18
num_cat=0
split_feature=14 133 50 15 158 133 15 4 0 3 16 52 0 0 3 13 3
split_gain=0.000252659 0.000203954 0.000230776 0.000209568 0.000353983 0.000187372 0.000224996 0.000195595 0.000185917 0.000296289 0.000199365 0.000193226 0.000186535 0.000192708 0.000174047 0.000166195 0.000158302
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.26361999999999991 0.084965000000000027 0.083815000000000014 -0.11739999999999999 -0.032604999999999995 -0.10575999999999998 -0.005644999999999999 -0.094359999999999986 -0.077699999999999977 -0.070894999999999986 -0.053834999999999994 -0.115685 0.20131000000000002 -0.062694999999999987
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 -7 9 -8 -11 -12 16 -14 -15 -16 -10
right_child=-2 -3 -4 4 -6 7 8 -9 12 10 11 -13 13 14 15 -17 -18
leaf_value=0.00073113997705511315 -0.00079224096890120118 -0.00064550865832194214 -0.00064318549951481623 -0.00053108147015485784 -0.00086012655570543394 0.0010199414018654735 0.0010478179735046243 5.9868096035482894e-05 -0.00090978956809206714 -0.0002852814233485219 -3.4215413383503308e-05 0.00097442447189851906 0.00077340603761444653 0.00033759019395193716 -0.00069475973802502833 0.00018421092216679467 -1.2071937578552554e-05
leaf_weight=0.0013722475329834968 0.0010523694646048234 0.0011331396534065797 0.0011503857314827315 0.0015739442298184107 0.0010460386524503698 0.0011915818032438436 0.0012941913184452147 0.0010972021433396434 0.0010304214269192876 0.0016656963662773638 0.0010043103018126942 0.0010414431237297751 0.0010058932020894015 0.0019638767162322157 0.0013682409913611474 0.001003954305777377 0.0010861041440883652
leaf_count=246 126 542 331 169 280 105 97 391 864 95 39 54 100 141 190 33 107
internal_value=0 3.15472e-05 7.01086e-05 0.000113883 6.51275e-05 0.000124407 5.34367e-05 0.000559699 0.000127248 0.000371846 0.000136133 0.000479259 -3.69094e-05 0.000126412 -2.3679e-05 -0.000322764 -0.000449122
internal_weight=0 0.0210287 0.0198955 0.0187451 0.0173729 0.0163269 0.0140381 0.00228878 0.0124641 0.00500564 0.00371145 0.00204575 0.00745849 0.00534197 0.00433607 0.0023722 0.00211653
internal_count=3910 3784 3242 2911 2665 2385 1889 496 1720 285 188 93 1435 464 364 223 971
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=14
num_cat=0
split_feature=158 41 457 50 0 2 42 2 2 12 15 13 3
split_gain=5.65089e-05 9.30714e-05 0.000100106 8.7594e-05 0.000101777 0.000173973 0.000115896 0.000130455 0.00014512 0.000129952 9.56495e-05 4.0666e-05 1.15198e-06
threshold=0.084965000000000027 0.078150000000000011 -0.0034949999999999994 0.086465000000000014 -0.10575999999999998 0.11230000000000001 -0.090359999999999982 0.10113500000000002 0.08400500000000001 0.096485000000000015 -0.095799999999999982 -0.017604999999999999 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 -6 8 9 -8 -4 -10 -12
right_child=-2 -3 3 -5 6 -7 7 -9 11 -11 12 -13 -14
leaf_value=-0.0028235871086415695 -0.002367893603056653 -0.0028873573749040094 0.0012348964903874152 -0.0021743606827457087 -0.0031122235998025591 -0.00093462364260713665 -0.0028694844028976786 -0.0016724388324505684 0.0022414857451291148 0.0024930628056215828 0.0047534140296128244 0.0051514603799744886 0.0052731938727585692
leaf_weight=0.0010693178453877053 0.0011311941242509857 0.0011098995609547238 0.0013076950235725859 0.0011975242786813447 0.0011212149637666348 0.0015014389223525736 0.0011250167687433341 0.0019378524015078594 0.0011965440938243935 0.0010212334440183879 0.0010121934093758871 0.0010844508075104646 0.001008176560743923
leaf_count=299 423 174 104 579 268 139 371 446 549 63 104 338 53
internal_value=0 0.000150858 0.000382099 0.000635767 0.000909009 0.00214086 0.00011433 0.000682689 0.00171355 -0.000317866 0.00352834 0.00362497 0.00501279
internal_weight=0 0.0156926 0.0145827 0.0135133 0.0123158 0.0048295 0.00748631 0.0063651 0.00442725 0.00214625 0.00332806 0.00228099 0.00202037
internal_count=3910 3487 3313 3014 2435 400 2035 1767 1321 434 261 887 157
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=13
num_cat=0
split_feature=1 4 4 4 43 39 48 2 457 3 4 2
split_gain=6.25082e-05 0.000101621 9.74584e-05 8.46648e-05 7.90842e-05 0.00011478 0.000145583 0.000196271 0.000113611 0.000147898 7.65794e-05 4.26292e-05
threshold=0.085835000000000009 -0.084009999999999987 -0.0031049999999999997 -0.49837999999999999 -0.24333999999999997 0.005105000000000001 0.11930500000000001 0.11542500000000001 0.041935000000000007 0.090325000000000003 0.08734500000000002 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 8 9 10 -6 -5
right_child=4 2 -4 11 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0018606468394494256 -0.0021173157804344456 -0.004543308024657064 -0.00071106893247305995 0.00010028369594309092 -0.0010125012824874951 0.0029641020426116904 -0.0032438041687213987 0.0043629599596849795 0.0027366892241185476 -0.0035329839893339784 0.0019889953934284347 0.0029329514377895512
leaf_weight=0.001089566010725268 0.0010696989488919719 0.0010758862576526222 0.0016097151290934432 0.0010188865932080266 0.0017795066890415705 0.0017875901857566301 0.0010374755193436336 0.0011883343998853636 0.001150283971436572 0.0013077544717610412 0.0015416491639470564 0.0010465581617438713
leaf_count=75 63 1086 594 384 694 350 92 189 94 138 90 61
internal_value=0 -0.000836953 -0.00224631 0.00036272 0.000427651 0.000705652 0.000201319 0.000714303 -3.59437e-05 -0.000724943 0.000380765 0.00153559
internal_weight=0 0.00584061 0.0026856 0.00315501 0.0108623 0.00979259 0.008005 0.00696753 0.00577919 0.00462891 0.00332116 0.00206544
internal_count=3910 2200 1680 520 1710 1647 1297 1205 1016 922 784 445
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=17
num_cat=0
split_feature=14 133 13 48 50 0 15 2 151 3 15 12 15 15 52 0
split_gain=0.000254503 0.000160147 0.000222416 0.000212689 0.000205684 0.000241822 0.000238443 0.000440332 0.000225055 0.000191419 0.000282707 0.000211815 0.000253021 0.000200147 8.76733e-05 8.01197e-05
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.12649500000000002 0.086465000000000014 -0.11287999999999999 -0.079799999999999996 0.089910000000000004 -0.0088999999999999982 -0.100615 -0.03231499999999999 -1.0000000180025095e-35 -0.053579999999999996 -0.017214999999999998 0.0033900000000000002 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 6 7 -4 -9 10 -7 13 -13 -11 -12 -1
right_child=-2 -3 3 -5 -6 9 -8 8 -10 11 14 12 -14 -15 -16 -17
leaf_value=0.00025377115237354533 -0.00080741784596510629 -0.00060026702867631504 -0.00081413764168481503 -0.00072062125313227096 -0.00061936615177172181 0.00093501204425934655 0.00085668662926000603 -8.9226547971669304e-05 0.000887094139588352 -0.00037430787123490973 -0.00034120200426716348 -4.8481543291674817e-05 -0.00097591021362132416 0.00065171738254798104 0.00027501675183401258 0.00091804458569130049
leaf_weight=0.0010295179905853158 0.001088768784047899 0.0010915169224853033 0.0010135552186585906 0.0010847168148950806 0.0012062025313698604 0.0011021519017406362 0.0018911051654302248 0.0011373714315083272 0.0015795690600688382 0.0010566402940814673 0.0014936639672022385 0.001573347237423309 0.0017294635251459598 0.0010733460372668881 0.001140263978126832 0.0010048343532094188
leaf_count=110 126 542 61 91 506 106 124 66 97 214 153 467 1062 58 47 80
internal_value=0 2.32021e-05 5.88025e-05 -3.49452e-06 4.5133e-05 9.93247e-05 0.000372608 0.000127213 0.000478385 -6.82302e-05 0.000223356 -0.000268751 -0.000534115 0.000142728 -7.44323e-05 0.000581878
internal_weight=0 0.0202073 0.0191157 0.0170814 0.0159967 0.0147905 0.0056216 0.0037305 0.00271694 0.00916888 0.00373608 0.0054328 0.00330281 0.00212999 0.00263393 0.00203435
internal_count=3910 3784 3242 3052 2961 2455 348 224 163 2107 306 1801 1529 272 200 190
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=13
num_cat=0
split_feature=43 3 15 47 2 52 13 157 4 3 48 16
split_gain=5.5758e-05 0.000132013 8.93573e-05 8.31854e-05 8.59347e-05 7.6053e-05 0.000196664 0.000107258 6.59867e-05 8.6641e-05 0.000175467 5.0279e-05
threshold=0.16180500000000003 0.16699000000000003 0.079360000000000014 0.11603500000000001 0.11542500000000001 0.11262000000000001 -0.090744999999999978 -0.077044999999999988 -0.029114999999999999 -0.08348499999999999 0.091555000000000011 -0.057604999999999996
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 -10 11 -11
right_child=-2 -3 -4 -5 -6 -7 7 8 9 10 -12 -13
leaf_value=0.0040156226638939085 -0.0022004105661987657 0.0032660669121942557 -0.0021105085075895356 -0.0020763376851605981 0.0027320563087256805 -0.002214522752784373 0.0025502359138329178 0.00093238400317111482 0.00092166325256879658 -0.0052132346934608813 0.00099431113258857673 -0.0022819993920574697
leaf_weight=0.0012318866467480195 0.001023239339796529 0.0011594798780788082 0.0018438496851297436 0.0013756861066467905 0.0013465195188510767 0.0011432604018559991 0.001162330285837304 0.0017882973684558989 0.0012430800724706095 0.0010380365311194444 0.0011477871521609895 0.0011544146059947794
leaf_count=141 276 183 1311 151 275 246 321 243 222 215 97 229
internal_value=0 0.000128275 -0.000123067 0.000167049 0.000441241 0.000129948 0.00043572 -0.000149636 -0.000642155 -0.0012565 -0.00206711 -0.00366982
internal_weight=0 0.0156346 0.0144751 0.0126313 0.0112556 0.00990909 0.00876583 0.00753395 0.00637162 0.00458332 0.00334024 0.00219245
internal_count=3910 3634 3451 2140 1989 1714 1468 1327 1006 763 541 444
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=19
num_cat=0
split_feature=1213 1374 1456 14 38 457 124 124 133 160 42 151 475 49 47 4 4 1
split_gain=0.000352574 0.000277576 0.000281093 0.000204492 0.000200127 0.000255136 0.000211818 0.000153189 0.000257756 0.000162252 0.000208396 0.000155273 0.00026158 0.000129227 0.000181223 0.0001648 0.000167238 0.000381406
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 0.088055000000000008 -0.048219999999999992 0.10385500000000002 0.08845500000000002 -0.11175999999999998 -1.0000000180025095e-35 -0.0080899999999999982 -1.0000000180025095e-35 0.090115000000000015 0.09252500000000001 -0.23071499999999998 -0.060264999999999992 0.095575000000000007
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 -4 8 9 -8 -11 -12 -13 14 15 -14 -17 -18
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 11 12 13 -15 -16 16 17 -19
leaf_value=-0.0010499843525268295 -0.0009040089740324107 -0.00087114315365831784 0.00055880780633827776 -0.00071439663643128772 -0.0006234995242898881 0.00080352948331222562 -0.00061866982675165625 0.0005237250251955922 -0.00077550418780564798 -0.00061369799098898929 -0.00031365063354771679 -0.00055591468393503731 -0.00023689989147742595 0.00079035581444486622 -0.000332052471772058 0.00094224908463067512 -0.00035729467605912944 0.00075264197200618211
leaf_weight=0.0010335994220612077 0.0010378814480047618 0.0010327007048344999 0.0015509605222616017 0.0010232450619324642 0.0011673116451550438 0.001052902415370204 0.0010678809701997411 0.0010667411923736938 0.0012645779595412731 0.001155062890951083 0.0019344864781703644 0.0010588491501345868 0.0010482684934725022 0.0010632255566355164 0.0012924643438358974 0.0012670879979747082 0.0013777247860058258 0.0017452040855638305
leaf_count=592 68 332 247 90 88 135 235 46 614 430 221 222 70 68 63 125 136 128
internal_value=0 -0.000107756 -6.87166e-05 -2.75631e-05 9.20812e-06 5.03644e-05 3.42001e-06 -5.27271e-05 -9.58046e-05 -2.97388e-05 2.29231e-05 9.109e-05 0.000179532 0.000279446 0.00019874 0.000324889 0.000459035 0.000262978
internal_weight=0 0.0222066 0.0211687 0.020136 0.0191127 0.0179454 0.0168925 0.0153416 0.0142748 0.0130103 0.0119424 0.0107873 0.00885282 0.00779398 0.00673075 0.00543829 0.00439002 0.00312293
internal_count=3910 3318 3250 2918 2828 2740 2605 2358 2312 1698 1463 1033 812 590 522 459 389 264
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=13
num_cat=0
split_feature=1 4 4 4 39 16 47 48 15 4 4 13
split_gain=5.88441e-05 8.80138e-05 8.71022e-05 7.33543e-05 6.04183e-05 0.000117205 0.000107282 0.000120361 9.12126e-05 7.09897e-05 5.39133e-05 3.9741e-05
threshold=0.085835000000000009 -0.084009999999999987 -0.0031049999999999997 -0.49837999999999999 0.005105000000000001 0.058875000000000004 0.09252500000000001 0.086870000000000017 -0.43091499999999999 0.05309500000000001 0.074650000000000008 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -2 -10 -6 -5
right_child=4 2 -4 11 10 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.001750790263281461 -6.0951155244761036e-05 -0.0042480549855621582 -0.00068542666400576654 -2.1858348784281451e-06 0.0032882740407081884 -0.002704944977106564 -0.0018347168593962693 -0.0011027960082266826 0.0016741227869711704 0.0048376832579495902 0.00034068815009672684 0.0026757050281567235
leaf_weight=0.0010882888409477209 0.0013641448340613329 0.0010637471701239482 0.0016128336036427774 0.0010263774067845871 0.0011285916557522489 0.0012603536206767796 0.0014768341443634203 0.0016673150777382628 0.0015793741568839938 0.0011412749174423004 0.0011914797232009523 0.0010442662890600097
leaf_count=75 99 1086 594 110 165 330 168 109 509 123 207 335
internal_value=0 -0.00081189 -0.00210131 0.000280645 0.000392402 1.46748e-05 0.000488836 0.0010854 0.00197857 0.00300119 0.00177453 0.00134833
internal_weight=0 0.00583551 0.00267658 0.00315893 0.0108094 0.0084893 0.00722894 0.00575211 0.00408479 0.00272065 0.00232007 0.00207064
internal_count=3910 2200 1680 520 1710 1338 1008 840 731 632 372 445
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=14
num_cat=0
split_feature=14 1 376 150 12 47 52 52 16 1 0 4 150
split_gain=6.08355e-05 7.3945e-05 0.000106896 0.000102879 0.000108355 0.000120971 0.000114776 0.000130854 0.000135413 0.000119192 8.22716e-05 7.53442e-05 0.000160883
threshold=0.020750000000000005 0.12730000000000002 0.048375000000000008 0.083205000000000015 0.098845000000000016 0.09252500000000001 -0.074484999999999982 0.084890000000000007 -0.0090499999999999973 0.091845000000000024 -0.053834999999999994 0.0021050000000000005 0.11456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -8 -3 -5 -13
right_child=-2 10 -4 11 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.001501442626123749 -0.0016544896050759178 0.0026121512121985951 0.0018596946607037973 -0.00074736020379019932 -0.0024730297376668203 -0.0021848317146049147 0.00044236389068303837 -0.0025125537577838425 0.0010334019158258444 0.0034555264509077152 -5.8278824142877959e-05 0.0034865333726891937 -0.00039143733025650076
leaf_weight=0.0016671649329606892 0.0010170258178257554 0.0010859983130305042 0.0012000666134359241 0.0010057538619282673 0.0013484118703756525 0.0014056338922534863 0.0015852276297758363 0.0010016251470045638 0.001051746112499051 0.0010328801387119724 0.0011126968393262424 0.0010264725300301314 0.0010121440169885421
leaf_count=521 153 186 142 211 471 249 699 690 129 144 148 70 97
internal_value=0 8.79532e-05 -0.000105384 -0.000299684 -0.000667378 -0.000352982 5.32415e-05 0.00060808 -0.000696299 0.0016311 0.00126072 0.000798516 0.00156118
internal_weight=0 0.0155358 0.0133371 0.0121371 0.00909269 0.00774428 0.00633864 0.00467148 0.00205337 0.00261811 0.0021987 0.00304437 0.00203862
internal_count=3910 3757 3423 3281 2903 2432 2183 1662 819 843 334 378 167
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=17
num_cat=0
split_feature=14 38 3 48 0 0 12 2 2 52 2 16 52 52 16 16
split_gain=0.000228524 0.000222316 0.000256823 0.000224157 0.000208126 0.000298388 0.00027843 0.000228433 0.000225274 0.000198885 0.000151789 0.000231625 0.000136523 0.000146468 0.000142076 0.000130807
threshold=0.077685000000000018 1.0000000180025095e-35 0.16699000000000003 0.12862000000000004 -0.10575999999999998 -0.074249999999999997 0.085325000000000012 -1.0000000180025095e-35 0.11542500000000001 0.11262000000000001 0.091985000000000011 0.51388000000000011 -0.07984999999999999 -0.066329999999999986 -0.27337499999999998 0.15100500000000003
decision_type=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 12 10 11 -9 -1 -14 -15 -12
right_child=-2 -3 -4 -5 5 7 -8 9 -10 -11 15 -13 13 14 -16 -17
leaf_value=0.00061516200483852654 -0.00074409529789179322 -0.00067887018527460711 0.00072887505686984946 -0.00064611714322124572 -7.8008994197849876e-05 0.0007691707853072511 -0.0011036823561196376 -0.0007439203427520865 0.0009539630479298921 -0.00067831324711503844 0.0006505836385548475 0.00027775055316235354 -0.00052389840283348615 -0.00015315898149860613 0.00049242756040423152 7.79765545392651e-06
leaf_weight=0.0013421377990370242 0.0010888690956327432 0.0011419662498850505 0.0014571979523162705 0.0012899889477414458 0.0016047417206733715 0.0011199817413326575 0.0012813024737528414 0.0011808642509551614 0.0011223615097559203 0.0010743357037781426 0.0016172880756840126 0.0012088114761894531 0.0010328808480402074 0.0018027149313922797 0.001869006010687479 0.0018015479472846263
leaf_count=88 126 91 162 105 538 126 1414 206 68 163 206 32 30 157 108 290
internal_value=0 2.5959e-05 6.46461e-05 1.46195e-05 6.18198e-05 -8.11017e-05 -0.000533372 8.19997e-05 0.000278898 -2.98173e-05 9.01278e-05 -0.000227111 0.000153596 2.19197e-05 0.000175462 0.000311869
internal_weight=0 0.0219471 0.0208052 0.019348 0.018058 0.0108889 0.00288604 0.00800283 0.0071691 0.00688285 0.00580851 0.00238968 0.00604674 0.0047046 0.00367172 0.00341884
internal_count=3910 3784 3693 3531 3426 2975 1952 1023 451 897 734 238 383 295 265 496
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=13
num_cat=0
split_feature=158 41 159 150 457 1 151 13 52 15 133 13
split_gain=5.57621e-05 9.23012e-05 9.27497e-05 6.95796e-05 9.55296e-05 0.000121452 0.000119827 0.000129516 0.000112543 8.34965e-05 8.19942e-05 4.83663e-05
threshold=0.084965000000000027 0.078150000000000011 0.088320000000000023 0.11315500000000002 0.084715000000000013 0.12864500000000004 -0.0080899999999999982 0.17936000000000002 0.11588000000000002 -0.07142999999999998 0.084285000000000013 -0.070604999999999987
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 -8 11 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0033051879908084485 -0.0022347079487041069 -0.0027399971342767951 0.0030940507784051078 -0.0020062868865587573 0.0031279703470554077 0.0024666365566750029 -0.00073341817026747287 -0.0033340714949857144 -0.0024145449835718522 0.0045152340179887224 -0.00041489166629494291 0.0017381134599238496
leaf_weight=0.0013111127729951337 0.0011207095967571213 0.0010915371923001229 0.0011913060770996466 0.0014589805257430597 0.0011861822413024312 0.0018183409844069786 0.001593153746627632 0.0010182475160904064 0.0010760966377737716 0.0012291849037507794 0.0010051040297724811 0.0014236757653619146
leaf_count=316 423 174 265 136 138 199 426 119 396 286 391 641
internal_value=0 0.000134779 0.00035404 0.000105246 0.000369431 5.70533e-05 -0.000449087 6.07064e-05 0.000607033 0.00122624 0.00207972 0.00302487
internal_weight=0 0.0154029 0.0143114 0.0131201 0.0116611 0.0104749 0.00865658 0.00734546 0.00632722 0.00525112 0.00365796 0.00265286
internal_count=3910 3487 3313 3048 2912 2774 2575 2259 2140 1744 1318 927
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=17
num_cat=0
split_feature=4 11 49 16 9 158 3 0 16 0 12 13 42 0 1 3
split_gain=0.000173515 0.000295992 0.000262866 0.00028483 0.000204429 0.000215594 0.000206309 0.000161132 0.000285478 0.000242944 0.00021528 0.000386411 0.000552488 0.000159765 0.000160637 3.60877e-05
threshold=0.28937500000000005 0.077165000000000025 -0.029304999999999998 -0.5152199999999999 -1.0000000180025095e-35 0.085745000000000002 -0.12008499999999998 -0.10303999999999998 -0.014754999999999999 -0.08824499999999999 -1.0000000180025095e-35 -0.083924999999999986 0.091230000000000019 -0.16128999999999996 0.091310000000000016 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 6 -6 8 13 -9 -11 -12 -13 14 -8 -15
right_child=2 -3 3 -5 5 -7 7 9 -10 10 11 12 -14 15 -16 -17
leaf_value=0.00074924725197820943 0.0010845033295180219 -0.0010011607678555938 -0.00061015621215158573 0.00049872299867284174 0.00050901540876739735 -0.00084542207622827583 0.00014865624977214551 -0.0010437324429424107 0.00081445718986713394 0.00039969682772961754 0.00028871964259167578 -0.0014411779767863077 0.00010870342081098857 0.0005094822500031393 -0.00075942794476462332 3.6352854155396166e-05
leaf_weight=0.0010005341132918585 0.0010509174937522459 0.00104956634788994 0.0012193624531838378 0.0018226513107965886 0.0019961885002437408 0.0010778465070004619 0.001026823559480583 0.0011044719264233721 0.001409969264599349 0.0017033556658042643 0.001901584003373381 0.0016022251939937487 0.0013255609989234109 0.001014177890924374 0.0015296982893175937 0.0010196801803492028
leaf_count=64 81 212 71 274 101 305 62 465 96 109 401 977 455 99 38 100
internal_value=0 -8.4807e-05 0.000318774 5.42393e-05 -3.05066e-05 -7.7191e-05 -2.42264e-05 -0.000102279 0.000115507 -0.000273388 -0.000143148 -0.000334614 -0.000739466 -9.91809e-05 -0.000394697 0.000272278
internal_weight=0 0.0187617 0.00409293 0.00304201 0.0177121 0.0167116 0.0156337 0.0136375 0.00600035 0.0076372 0.00653273 0.00482937 0.00292779 0.00459038 0.00255652 0.00203386
internal_count=3910 3484 426 345 3272 3208 2903 2802 395 2407 1942 1833 1432 299 100 199
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=20
num_cat=0
split_feature=14 1374 1 4 47 3 157 14 43 13 48 4 2 12 0 13 43 4 0
split_gain=0.000243633 0.00016875 0.000213114 0.000187369 0.000280316 0.000198154 0.000190608 0.000194984 0.000221974 0.00030055 0.000195674 0.000175614 0.000354502 0.000162878 0.000155111 0.000142405 0.000140547 0.000126094 8.44792e-05
threshold=0.077685000000000018 -0.094679999999999986 0.076710000000000014 -0.23071499999999998 0.086425000000000016 0.10856000000000002 -0.059294999999999994 -0.13131999999999996 -0.080894999999999981 -0.079119999999999982 0.086285000000000014 -0.084009999999999987 0.10836000000000003 0.085185000000000025 -0.15137999999999999 -0.083514999999999992 -0.091114999999999988 0.070230000000000015 -0.061994999999999995
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 11 -4 6 17 -5 -8 -9 -10 14 12 16 -13 -11 -15 -3 -6 -19
right_child=-2 2 3 4 5 -7 7 8 9 10 -12 13 -14 15 -16 -17 -18 18 -20
leaf_value=-0.00067540928506272947 -0.00079767528711250984 -0.0007624540802274051 -0.00049036345156093725 0.0010126132610737688 -0.00035351682243322684 -0.00068468002686096539 -0.00030938123693302611 -0.00011367242865630939 0.0014224935079315431 0.0010891592032321142 -0.00024614472490761522 -0.00099845309841918085 0.00094610005083117777 0.00020494452440280293 0.00016262421658022985 -0.00067633351159050367 5.9873411813807069e-05 4.1632145524496042e-05 0.00071433475031792049
leaf_weight=0.001000516320702304 0.001150513797996743 0.0010375860211783161 0.0011739749144950027 0.0013890425675323068 0.0011605805902029634 0.0012987415162726279 0.0012756056121527174 0.0016030000562255228 0.0011181375500528487 0.0012085513175694746 0.0010415086640271909 0.0011814427742798776 0.0010182892623973316 0.0012115126601485943 0.0010017643849104894 0.001027073441149942 0.0016042303466739473 0.001228205916361828 0.0010495242972226038
leaf_count=66 126 126 219 168 190 58 97 260 266 63 42 377 26 326 305 848 257 61 29
internal_value=0 2.36585e-05 5.59964e-05 0.000176563 0.000235104 -0.000105269 0.000421771 0.000308548 0.000440515 0.000643804 0.000376052 -0.000191751 7.33155e-05 -0.000475425 0.000669233 -0.00019939 -0.0002631 0.000113591 0.000351598
internal_weight=0 0.0226293 0.0216288 0.0145486 0.0133747 0.00473705 0.00863761 0.00724857 0.00597296 0.00436996 0.00325182 0.00708013 0.00366011 0.00342003 0.00221032 0.00223859 0.00264182 0.00343831 0.00227773
internal_count=3910 3784 3718 1758 1539 338 1201 1033 936 676 410 1960 409 1551 368 1174 383 280 90
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=12
num_cat=0
split_feature=4 151 1 12 151 15 156 48 52 43 3
split_gain=5.82284e-05 0.000111974 0.000122152 8.55295e-05 9.54807e-05 0.00016472 0.00011864 0.000145826 0.000114911 0.000171879 0.000178013
threshold=0.24280000000000004 -0.0008699999999999999 0.11198000000000001 0.098845000000000016 -0.086249999999999979 -0.095799999999999982 0.084330000000000016 0.091555000000000011 -0.11271999999999999 0.052855000000000006 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 -7 10 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.0026668081689947337 -0.0017652951507949111 -0.00061535146818516196 0.0034712942454379818 -0.0026055879937330723 -0.0039777730577286296 -0.0032478725932936275 -0.0029814952861482108 0.0032444492863792081 0.0014125286411861275 0.0037737598521275966 -0.0030636637017112016
leaf_weight=0.0011586544095440751 0.0011069615512343256 0.0011779494583003813 0.001986609941155292 0.0015231411900444138 0.0011398094249160532 0.0010227767289961312 0.0011054577264115514 0.001593986680688407 0.0019712823459645994 0.0011927375676468142 0.0016501665059577252
leaf_count=269 123 125 301 506 263 249 338 156 1236 229 115
internal_value=0 0.000987269 0.00195011 -0.000374558 -6.09244e-05 -0.00038755 9.18286e-05 0.000549028 -0.00018705 0.000463223 -0.000627114
internal_weight=0 0.00427152 0.00316456 0.012358 0.0108349 0.00967622 0.00853641 0.00743095 0.00583696 0.00481419 0.00362145
internal_count=3910 549 426 3361 2855 2586 2323 1985 1829 1580 1351
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=20
num_cat=0
split_feature=133 1456 1374 124 50 47 14 1 0 156 457 2 49 4 12 49 16 52 16
split_gain=0.0004703 0.000275321 0.000280706 0.000251372 0.000220637 0.00028513 0.000246998 0.000201252 0.000289744 0.000187293 0.000215457 0.000270806 0.000290575 0.000283937 0.000244154 0.00010763 0.000102483 0.000182171 9.82099e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.10385500000000002 0.10625000000000001 0.11939500000000002 0.077685000000000018 1.0000000180025095e-35 -0.089879999999999974 0.090135000000000007 -0.0034949999999999994 1.0000000180025095e-35 0.084840000000000013 -0.12499499999999999 -1.0000000180025095e-35 -0.062504999999999991 -0.083564999999999987 0.091210000000000013 -0.17157499999999998
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 6 7 8 -4 10 -9 14 13 -13 -12 -15 -10 -18 -16
right_child=-2 2 3 -5 -6 -7 -8 9 16 -11 11 12 -14 15 18 -17 17 -19 -20
leaf_value=-0.00076843034057981876 -0.0010532538389165019 -0.00073408168182327517 -0.00072875308033454767 0.00082312171458774435 -0.00064214762342990831 -0.00070959769161569718 -0.000554199434316441 -0.00026215692980761159 0.00055952700747498025 -0.00032359868712982697 -0.00047128366863270939 0.00022011801101038585 8.389569151070461e-05 0.00088587581661258555 0.00075578172966912012 0.0015174699467069895 -0.00033889074006660853 0.00041460046241023905 0.00010740653963300589
leaf_weight=0.001057871212217786 0.0010787886635229204 0.0010651312117744274 0.0012262673458254955 0.0012130690898749684 0.0010684649238651344 0.0010392280791702282 0.0011786296188529546 0.0011105049706116596 0.0011833390658409423 0.0010064571106102602 0.0011246408364867927 0.0010060916521550389 0.001348022518103789 0.0013337133384019458 0.0012250685323422789 0.0014648105074113015 0.001799829182862589 0.0015409988719426448 0.0011931436193310507
leaf_count=343 545 64 347 43 272 79 81 87 286 215 148 84 69 97 51 183 453 160 303
internal_value=0 3.32299e-05 7.15558e-05 0.000112297 6.88558e-05 0.000109306 0.000157274 0.000207903 -3.52291e-05 0.000337209 0.000405032 0.00049024 0.000725621 0.000952992 0.000147906 0.00121647 0.000152749 8.66653e-06 0.000435874
internal_weight=0 0.0231853 0.0221274 0.0210623 0.0198492 0.0187807 0.0177415 0.0165629 0.00575043 0.0108125 0.009806 0.00869549 0.00515264 0.00380462 0.00354285 0.00279852 0.00452417 0.00334083 0.00241821
internal_count=3910 3365 3022 2958 2915 2643 2564 2483 1246 1237 1022 935 433 364 502 280 899 613 354
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=14
num_cat=0
split_feature=124 4 158 50 2 2 48 3 1 43 0 15 13
split_gain=7.1623e-05 0.00012139 8.86139e-05 9.53641e-05 7.11982e-05 0.000161895 0.000146689 0.000123052 0.000122424 0.000119212 8.45551e-05 8.0686e-05 7.01024e-05
threshold=0.0040150000000000003 -0.49837999999999999 0.084965000000000027 0.086465000000000014 0.091985000000000011 0.10679500000000001 0.085265000000000021 0.090325000000000003 0.11235500000000002 -1.0000000180025095e-35 -0.070174999999999987 -0.008624999999999999 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 12 9 -7 -9 10 -3 -11 -6
right_child=-2 2 -4 -5 5 7 -8 8 -10 11 -12 -13 -14
leaf_value=-0.0033131189395849249 0.0024344697380749686 -0.0025648403915668775 -0.002644052554792508 -0.0024027848658709446 0.0045803138806331913 0.0022098954754897087 -0.0028750403444113884 -0.0036443845113695297 0.00074885869498332776 0.00046223991775440451 0.0010872469586737097 0.0038679220966962771 0.0014305768996523793
leaf_weight=0.0010365079388769535 0.0010009436586393026 0.0013160290052736221 0.0010246063811483004 0.0011196251448360563 0.0012993034776985213 0.0013297352883218255 0.0014441022164915973 0.0011233324157409186 0.0011549027769451534 0.0013920191076163962 0.0010028227507044569 0.0011327085824299424 0.0012395846919197946
leaf_count=173 94 840 400 656 325 389 244 58 139 101 108 238 145
internal_value=0 -0.000180051 4.27006e-05 0.000245802 0.000484284 0.00120942 -0.000224608 -8.04941e-05 -0.00141732 0.000565612 -0.00098544 0.00199019 0.00304249
internal_weight=0 0.0156153 0.0145788 0.0135542 0.0124345 0.00614686 0.00628768 0.00360797 0.00227824 0.00484358 0.00231885 0.00252473 0.00253889
internal_count=3910 3816 3643 3243 2587 1056 1531 586 197 1287 948 339 470
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=14
num_cat=0
split_feature=14 1 4 474 16 39 0 51 151 42 51 13 16
split_gain=6.54491e-05 7.75971e-05 0.000102734 8.93682e-05 0.000115258 0.000167136 0.000117795 0.000154149 0.000141097 9.91542e-05 9.035e-05 5.04712e-05 3.94008e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.084009999999999987 0.059400000000000008 -0.055679999999999993 0.005105000000000001 -0.15713499999999997 0.077145000000000005 -0.0088999999999999982 0.060615000000000009 -0.024374999999999997 0.076210000000000014 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 10 8 9 -3 -8 -6 -1 -4
right_child=-2 3 12 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00062632259841289184 -0.0023663106516463562 -0.0027252206397525599 -0.0036604933199338319 0.0031630435483358493 -0.00053037601394357974 0.0016095767280387603 0.0029121921167482726 0.0053568817720692366 0.001564906199012419 -0.0011683577443515024 -0.0043439519179059635 0.002102769885000951 -0.0011734049778663218
leaf_weight=0.0015426373391174593 0.0010026789875622602 0.0012272665366750424 0.0010540547464384098 0.0010838036310409924 0.001015861224109571 0.0013322277507648445 0.0010829817221804177 0.0010318006142926162 0.001566982480121945 0.0010557830611489117 0.0012367031171847459 0.0010045171618218163 0.0012500105159970369
leaf_count=329 147 89 878 246 200 134 247 168 107 282 307 74 702
internal_value=0 0.000131588 -0.000861443 0.000584632 0.000292003 -0.00105073 0.00109897 0.00234897 -0.000319367 0.000897863 -0.00262411 0.000449945 -0.00231119
internal_weight=0 0.0154846 0.00485122 0.0106334 0.00954961 0.00358479 0.00596481 0.00317057 0.00279425 0.00213876 0.00225256 0.00254715 0.00230407
internal_count=3910 3763 1983 1780 1534 641 893 697 196 529 507 403 1580
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=21
num_cat=0
split_feature=1456 43 40 1374 14 42 151 457 156 133 43 2 3 0 1 1 0 13 3 12
split_gain=0.000407933 0.000272426 0.00027995 0.000236098 0.000204326 0.000196485 0.000218148 0.000280582 0.000220785 0.000229417 0.000255732 0.000207844 0.000157703 0.000223839 0.000167865 0.000139985 0.000134936 0.000111003 9.57196e-05 8.93169e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.083709999999999993 -0.094679999999999986 0.077685000000000018 -0.10770999999999999 -0.084019999999999984 0.084715000000000013 0.091280000000000014 0.08955500000000001 -0.070369999999999988 0.092340000000000019 0.10666500000000002 -0.14136999999999997 0.076710000000000014 0.089175000000000018 -0.070894999999999986 -0.083924999999999986 -0.077314999999999981 0.093870000000000023
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 11 8 9 10 16 -7 14 -14 -12 -16 17 -8 -17 -18
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 12 -13 13 -15 15 18 19 -19 -20 -21
leaf_value=-0.001040383477304349 0.00082900870830641927 -0.00080235833284708245 -0.00076057272041311745 -0.00054256805435394604 -0.00067092644082923994 -0.00085402845642334069 0.00067144922882367015 0.0010423914480282115 -0.00055213033110454272 -0.00051575620322658815 -0.00057501906898639046 0.00011042407460624176 -7.5769217298769174e-05 0.00091967216567289984 0.00063683067057218113 0.00027039087686113992 0.0011184689122471407 -0.00010377951277305016 -0.00041766082834029673 0.00047147719286353313
leaf_weight=0.0010624301849635849 0.0012504679221632181 0.0010762027244205592 0.0010473028976512025 0.0012663960302081575 0.0010308855533094899 0.0011174706761811195 0.0010217872620185073 0.0010696190621513066 0.0011417805672656331 0.0010986445975737806 0.0014139332565284114 0.0014222931450647014 0.0012567790885846808 0.0012739291660791366 0.0010001021119666609 0.0010152854970291725 0.0014820173881408471 0.0010476938001464375 0.0012803620443447052 0.0010013296702875429
leaf_count=369 163 234 67 171 86 183 156 91 259 575 514 111 56 109 132 119 78 270 122 45
internal_value=0 1.99665e-05 5.97626e-05 1.39299e-05 5.46083e-05 9.41623e-05 0.000139866 0.000216176 0.000153203 0.000215671 0.000283811 -0.000313925 8.83925e-05 0.000425324 -9.26551e-05 0.000114287 0.000594585 0.000278983 -0.000113359 0.00085759
internal_weight=0 0.0233143 0.0222381 0.0209876 0.0199403 0.0189094 0.017643 0.0151033 0.0140336 0.0128919 0.0117932 0.00253976 0.00724039 0.00253071 0.00470968 0.00329575 0.00455283 0.00206948 0.00229565 0.00248335
internal_count=3910 3541 3307 3144 3077 2991 2820 2526 2435 2176 1601 294 1052 165 887 373 549 426 241 123
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=13
num_cat=0
split_feature=484 15 3 49 42 52 0 1 2 3 150 1
split_gain=6.16131e-05 7.4355e-05 0.000135696 8.50432e-05 0.000147341 0.000131504 0.000119496 8.31964e-05 0.000113435 0.000279464 0.000108263 3.32021e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 -0.006494999999999999 0.084100000000000022 -0.081429999999999989 -0.083564999999999987 0.085990000000000011 0.090695000000000012 0.11818000000000002 0.084800000000000014 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -4 10 -10 11 -9
right_child=1 3 7 4 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0019209264709069119 0.0034052675562519412 -0.0021118673334943995 -0.0020167672441722454 0.0034121527335416999 -0.0025566162301546578 0.002222483122899882 -0.001337808341765034 0.0017413109215911134 0.0046724573509945395 -0.00079534540447086558 -0.0027946689365234115 -0.00038161559817180698
leaf_weight=0.00116530339434815 0.0011602479333800431 0.0018224337699414119 0.0010294125123959724 0.0010650873437643409 0.0012418367081424367 0.0010687224525027599 0.0019816460224150842 0.0010102256766950368 0.0013586240597591474 0.0013955805996513099 0.0010121086964300918 0.0011720361278531287
leaf_count=612 123 269 577 197 670 279 460 132 223 153 65 150
internal_value=0 0.000126068 0.000687662 -0.000510499 3.42516e-05 0.000816045 -9.043e-05 0.000235799 0.00062561 0.00190187 -0.000474791 0.000601142
internal_weight=0 0.015318 0.00813824 0.00717973 0.00535729 0.00411546 0.00305037 0.00697799 0.00594858 0.0027542 0.00319437 0.00218226
internal_count=3910 3298 1423 1875 1606 936 739 1300 723 376 347 282
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=18
num_cat=0
split_feature=38 3 124 484 15 3 42 160 41 0 15 15 3 43 52 16 3
split_gain=0.000211276 0.000267225 0.000222058 0.00019209 0.000238243 0.000309902 0.00019347 0.000192068 0.000174537 0.000152444 0.000370659 0.000180728 0.000185938 0.000201982 0.000175386 0.000177779 8.17185e-05
threshold=0.084445000000000006 0.16699000000000003 -0.048219999999999992 -0.0043499999999999988 1.0000000180025095e-35 -0.060719999999999989 0.08401500000000002 -0.098319999999999991 0.080335000000000018 0.012625000000000003 -0.0063699999999999989 -0.048914999999999993 -0.074234999999999982 -0.075819999999999985 -0.072349999999999984 -0.092424999999999993 -0.14218999999999996
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 6 -6 -5 9 10 11 12 13 -9 -14 -16 -11
right_child=-2 -3 3 4 5 -7 -8 8 -10 16 -12 -13 14 -15 15 -17 -18
leaf_value=0.00052639328136103647 -0.00079432507209210358 0.00069153149512910937 -0.00071979190986416232 -0.00057400418988056909 -0.00053080550253057821 -0.0011306284619111305 0.00046132234439188465 0.00023171611352594117 -0.00052154100925859968 0.00016482818515636583 0.0012237038137515508 -0.000472598404141543 -0.0003430644221758594 0.001247306996580707 -9.2841729471587737e-05 0.0008991425299813944 -0.00048219761214083647
leaf_weight=0.00192278470281984 0.0010180156683416977 0.0016477457132958997 0.0013814090680394899 0.0013073975997260423 0.001280666544791649 0.0012793103397744079 0.0011142903326713666 0.0014280129253274581 0.0011394080038344976 0.0010622907462733977 0.0011447416270316023 0.0011567079216459331 0.0018841024695578357 0.0010160427203916994 0.0011463320130801931 0.0010487355221442127 0.0013359066583814036
leaf_count=257 85 167 588 283 626 100 581 224 99 105 57 249 101 142 116 54 76
internal_value=0 1.67694e-05 -3.70774e-05 -9.49366e-05 -4.51681e-05 -0.000438771 -6.92028e-05 6.06283e-05 0.000127745 0.000193664 0.000299449 0.000161684 0.000274155 0.000653918 4.6619e-05 0.000381098 -0.000195595
internal_weight=0 0.0222959 0.0206481 0.0187254 0.0173439 0.00367427 0.00239496 0.0136697 0.0123623 0.0112229 0.00882468 0.00767993 0.00652323 0.00244406 0.00407917 0.00219507 0.0023982
internal_count=3910 3825 3658 3401 2813 1307 1207 1506 1223 1124 943 886 637 366 271 170 181
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=18
num_cat=0
split_feature=43 40 1456 42 151 2 4 16 156 43 2 16 43 15 3 0 4
split_gain=0.000294403 0.000309655 0.000258369 0.00028464 0.000279944 0.000237758 0.000192661 0.000285117 0.000287511 0.000264905 0.000271528 0.000202154 0.000159647 0.000101718 9.91903e-05 8.01925e-05 6.35434e-05
threshold=0.24789500000000006 -0.083709999999999993 -1.0000000180025095e-35 -0.10770999999999999 -0.084019999999999984 0.092340000000000019 0.27020000000000005 -0.38486499999999996 0.088820000000000024 -0.074254999999999988 0.087995000000000004 0.15100500000000003 -0.089949999999999988 -0.43091499999999999 0.094625000000000015 -0.066689999999999985 -0.0025899999999999994
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 -5 7 -6 9 12 16 14 15 -8 -12 -9 -11
right_child=-2 2 3 4 6 -7 13 8 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00084059727729807329 -0.00085482543318254976 -0.00082718548798667161 -0.00072080270134661977 -0.0010018983717025557 -0.00072173793952656231 8.4446064074056005e-06 0.00022738115783130897 -9.5763788118313745e-05 -0.00069958733018005365 -0.00016985015793601679 0.00013370966838882186 -0.0003790396545329012 0.00088861290201170632 0.00080112982339325563 0.0006949014831282021 0.00049448978203809279 -0.0007228849615670323
leaf_weight=0.0011841022354007425 0.0010753321977535193 0.0010198828251615664 0.0013110034148527188 0.0011229423421355951 0.0011519659977498034 0.0014195908231058318 0.0017550919943400967 0.0010380717402924539 0.0010245541669790846 0.001057841500963743 0.0015887358564974016 0.0010884056718560159 0.0018474410598470214 0.0015811206119925531 0.0018179628605069498 0.0015370082677081953 0.0011866309283952263
leaf_count=164 240 362 186 218 100 113 168 272 257 609 336 129 326 170 89 59 112
internal_value=0 2.3721e-05 -2.11674e-05 1.88769e-05 6.93377e-05 -0.000437786 0.000146663 5.8463e-05 0.000132213 0.000208563 3.81527e-06 0.000236521 0.000520582 0.000499296 0.000433186 0.000256546 -0.000462234
internal_weight=0 0.0227324 0.0215483 0.0205284 0.0192174 0.00254253 0.0166748 0.0133386 0.0121867 0.0111621 0.00673958 0.0044951 0.00442252 0.00333621 0.0034067 0.00257508 0.00224447
internal_count=3910 3670 3506 3144 2958 331 2627 2289 2189 1932 1275 554 657 338 425 331 721
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=18
num_cat=0
split_feature=1213 38 12 52 160 474 160 1 48 2 0 48 16 160 15 13 0
split_gain=0.000416846 0.000185411 0.000320017 0.000160845 0.000181712 0.000233575 0.000239831 0.000212204 0.000294334 0.00035052 0.000419071 0.000320559 0.000261979 0.000196184 0.000147123 0.00011443 5.49037e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.071274999999999991 -0.40083499999999994 -1.0000000180025095e-35 0.085165000000000018 -0.088224999999999984 0.13662500000000002 0.12675000000000003 0.10910500000000002 0.012625000000000003 0.091690000000000008 -0.15595499999999998 0.087825000000000014 -0.10192499999999999 -0.083514999999999992 -0.10131499999999999
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 -5 8 9 10 11 13 -11 14 -6 -16 -17
right_child=1 -3 3 4 7 -7 -8 -9 -10 12 -12 -13 -14 -15 15 16 -18
leaf_value=-0.0010987263957044594 0.0007140607489305173 -0.00063042647848360117 -0.00063270206618572993 -0.00016834618872409027 -9.2419911883623106e-05 0.00031751392675452469 -0.0011607192370261346 0.00079319350976111676 -0.00082074081215717531 0.0001571769609742054 -0.00072608217161643229 -0.00069010593038609466 0.0012390794185354998 -0.00034813911830839105 0.0010255966107812679 0.00065715125886699742 0.00016347441338222872
leaf_weight=0.0010002692383440709 0.0019979351785423217 0.0011841213460569424 0.001115102443158887 0.0019613370268421852 0.0010889777726384295 0.0013822216839141609 0.0011118604220025181 0.0012794967379316105 0.0010089232953456326 0.0013201221370308658 0.0019214317492330935 0.0010695240790080836 0.001288850997244074 0.0010496834590512857 0.0013231244473812754 0.0013110335066994195 0.0013146019160621314
leaf_count=592 346 92 369 488 70 224 321 88 47 84 63 76 101 186 136 71 556
internal_value=0 2.72003e-05 6.3345e-05 -3.16823e-06 3.49191e-05 -0.000265265 -0.00052738 0.000130617 6.38438e-05 0.000140207 -1.82674e-05 0.00017176 0.000691644 0.000323185 0.000463065 0.000616255 0.000409977
internal_weight=0 0.0227283 0.0215442 0.0195463 0.0184312 0.00445542 0.0030732 0.0139758 0.0126963 0.0116874 0.00907838 0.00715695 0.00260897 0.00608742 0.00503774 0.00394876 0.00262564
internal_count=3910 3318 3226 2880 2511 1033 809 1478 1390 1343 1158 1095 185 1019 833 763 627
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=17
num_cat=0
split_feature=38 124 483 3 147 49 52 2 133 4 150 3 1 2 2 52
split_gain=0.000200822 0.000204907 0.000180474 0.000153461 0.000157601 0.000152253 0.000181555 0.000223242 0.000312111 0.000203762 0.000215106 0.000123352 0.000157609 0.00011179 8.58383e-05 7.07833e-05
threshold=0.084445000000000006 -0.048219999999999992 1.0000000180025095e-35 0.13772500000000001 0.089245000000000005 0.11308500000000002 0.11262000000000001 0.10274500000000002 -1.0000000180025095e-35 -0.16401499999999997 0.087235000000000021 -0.084129999999999996 0.086560000000000012 0.11230000000000001 0.10742000000000002 -0.06724999999999999
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 -3 -10 11 -11 -13 -9 -5 -14
right_child=-2 2 -4 14 -6 -7 -8 13 9 10 -12 12 15 -15 -16 -17
leaf_value=0.00051735659403353445 -0.00067288938424731265 -0.00084910615092313193 -0.00061791335516304252 0.00010946706809123185 0.00047839389866383857 -0.00065007013837558528 -0.00056319290864133764 0.00070420140663605046 -0.0006121647082305802 -9.3742284523035054e-05 -0.00050413871719117559 0.00079616904292555872 -9.8355677472737065e-05 0.00010369468754143756 0.00072956968674641701 0.00042653651721656096
leaf_weight=0.0019026536714832022 0.0010081025415367142 0.0011387855447406977 0.0011162756530469524 0.0010945227022152162 0.0013355434327604323 0.0010282633237448423 0.0013838919483515422 0.0014455882659049893 0.0010675952587470552 0.0018541531045596941 0.001126403397000153 0.0014433446121130417 0.0012841040091873248 0.0015203177283375831 0.0010411794453814988 0.0011769957830299752
leaf_count=280 85 742 445 43 113 182 428 182 95 392 130 237 82 206 112 156
internal_value=0 3.35614e-05 -1.47409e-05 2.27887e-05 -2.97743e-05 -7.66787e-05 -3.28137e-05 2.80613e-05 -9.20972e-05 1.6304e-05 0.000113755 0.000234617 0.00039055 0.000396383 0.000411774 0.000152669
internal_weight=0 0.0209596 0.019057 0.0179407 0.015805 0.0144694 0.0134412 0.0120573 0.00909138 0.0079526 0.006885 0.0057586 0.00390444 0.00296591 0.0021357 0.0024611
internal_count=3910 3825 3545 3100 2945 2832 2650 2222 1834 1092 997 867 475 388 155 238
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=12
num_cat=0
split_feature=40 133 50 12 48 3 12 1 2 52 16
split_gain=6.04584e-05 8.05295e-05 8.46678e-05 9.74565e-05 0.000130118 0.000143946 0.000101764 0.00023429 0.00012063 0.000100989 0.000105136
threshold=-0.083709999999999993 0.08845500000000002 0.086465000000000014 -0.036459999999999992 0.11379500000000002 -0.14218999999999996 1.0000000180025095e-35 0.11198000000000001 0.086245000000000002 0.084240000000000023 -0.083564999999999987
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 -8
right_child=1 -3 -4 4 -6 6 9 -9 -10 -11 -12
leaf_value=0.0019155122349012962 -0.0017852826138059074 -0.0020975328884771114 -0.0020413467660416853 0.0029980017204873999 -0.0021091647258384724 0.0022991962601748074 0.0015311123219306675 0.0044931891959919543 -0.0011260381686607082 -0.0027776589029517972 -0.0012554841903523769
leaf_weight=0.0010316188166966797 0.0014589100812396902 0.0013178574342951653 0.0012254228245759278 0.0016584981675480956 0.0011909032127278571 0.0010883177876785952 0.0018650608312735036 0.001131315028648161 0.0019584919795337385 0.00102030364584211 0.0018203248851096482
leaf_count=169 290 858 505 252 87 77 183 97 190 596 606
internal_value=0 -0.000145764 3.26404e-05 0.000225294 0.00047529 0.00076724 0.000350785 0.00128769 9.74526e-05 -0.000481083 0.000154727
internal_weight=0 0.0157354 0.0144175 0.0131921 0.0117332 0.0105423 0.00888381 0.00417812 0.00304681 0.00470569 0.00368539
internal_count=3910 3741 2883 2378 2088 2001 1749 364 267 1385 789
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=13
num_cat=0
split_feature=14 11 43 48 52 0 16 13 3 2 151 2
split_gain=6.78488e-05 6.63226e-05 9.47331e-05 0.000196736 0.000118313 0.000110418 0.000159746 9.00265e-05 0.000131915 0.000189759 0.000164399 7.69365e-05
threshold=0.056865000000000006 0.08776500000000001 -0.06705499999999999 0.086665000000000006 -0.087604999999999988 -0.017269999999999997 -0.013024999999999998 -0.11267999999999999 -1.0000000180025095e-35 0.11230000000000001 -0.0088999999999999982 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 11 -9 10 -10 -6
right_child=-2 -3 4 -5 7 -7 -8 8 9 -11 -12 -13
leaf_value=0.0015586068800729745 -0.0026021005799881009 -0.0023939406410233505 -0.0032926911729726531 0.0050188947752258942 0.0039321573378380712 0.0030050279441546524 -0.0030584622706217113 -0.0032538428042484541 -0.0012690465219455274 -0.0025383845484515562 0.0039140561065585935 4.4170611480337108e-05
leaf_weight=0.0016470036234182332 0.0010063371663769907 0.0010119759039568512 0.0012234479463622836 0.0012168472350744886 0.0010385898214898808 0.0011985888621454063 0.0015117443449381561 0.0014139003121162279 0.0010296176446908945 0.0015270327003310824 0.0017173368457407742 0.0011048871195588131
leaf_count=658 144 138 309 269 86 112 570 1235 53 98 107 131
internal_value=0 0.000145286 0.000320939 0.00137284 -0.000326613 0.000354623 -0.000651075 0.00013676 -0.000538282 0.000360067 0.00197132 0.00192804
internal_weight=0 0.015641 0.014629 0.00557418 0.00905481 0.00435734 0.00315875 0.00783136 0.00568789 0.00427399 0.00274695 0.00214348
internal_count=3910 3766 3628 1609 2019 1340 1228 1710 1493 258 160 217
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=18
num_cat=0
split_feature=14 133 13 50 48 15 159 0 15 0 49 0 13 2 1 4 2
split_gain=0.0001758 0.000159008 0.000190948 0.000203409 0.000204903 0.000326251 0.000183362 0.000152824 0.000137486 0.000224922 0.000272225 0.000253709 0.000237521 0.000213179 0.000289578 0.000159812 0.000111374
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.10625000000000001 0.11930500000000001 -0.16430499999999995 0.090705000000000022 -0.10783 -0.095799999999999982 -0.11287999999999999 -0.065249999999999989 -0.070894999999999986 -0.083514999999999992 0.10113500000000002 0.11215000000000001 -0.23071499999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 8 -1 16 10 -10 12 -11 14 15 -13 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 9 11 -12 13 -14 -15 -16 -17 -18
leaf_value=6.0280982382453778e-05 -0.00066249706963278983 -0.00059883261558091208 0.00079087120690367275 -0.00069754619101593837 -0.00064552608445343415 3.4323395619562782e-05 -0.00062558443474775482 0.00095736603266591963 5.2743684799800375e-05 8.3102150027748002e-05 0.001087019817010182 0.00019132535502857289 -0.00099742813943736841 -0.00038417003278492818 -0.00020170213786602957 0.0010375683937368114 -0.00070442205834894472
leaf_weight=0.0010204152069437644 0.0011112533456618659 0.0011015394930795298 0.001675918265057059 0.001104939528927369 0.0011279997266713171 0.0012492793880931911 0.0011665463066826134 0.0011107802259306297 0.0014850276533447393 0.0011142068315124999 0.0013704115069081944 0.0010096666366241625 0.0011659742977946702 0.0013483262180796693 0.0015170071060772727 0.001640448964451053 0.0010535474270855008
leaf_count=109 126 542 265 321 86 84 256 81 80 475 94 69 762 259 71 74 156
internal_value=0 2.03032e-05 5.41319e-05 -1.86416e-06 4.35548e-05 9.27613e-05 9.90441e-06 0.000527842 6.71325e-05 0.000147299 0.000549124 1.15466e-07 -0.000469429 0.000194233 0.000381383 0.000715159 -0.000303654
internal_weight=0 0.021262 0.0201605 0.0180293 0.0169244 0.0157964 0.0141204 0.0021312 0.0129539 0.0106511 0.00285544 0.00779563 0.00228018 0.00551545 0.00416712 0.00265012 0.00230283
internal_count=3910 3784 3242 3052 2731 2645 2380 190 2124 1884 174 1710 1237 473 214 143 240
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=13
num_cat=0
split_feature=1 3 3 0 43 47 47 2 2 150 0 12
split_gain=6.23146e-05 8.1148e-05 0.000116006 0.000135907 0.000263322 7.60412e-05 9.14238e-05 0.000117817 0.000220664 0.000130541 6.59326e-05 1.52414e-05
threshold=0.094485000000000013 0.10666500000000002 -0.115685 -0.23029999999999998 -0.077544999999999989 0.13177500000000003 0.10783500000000001 -1.0000000180025095e-35 0.090695000000000012 0.081245000000000026 -0.18087499999999998 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 -5 6 7 -2 -9 10 -10 -1
right_child=5 -3 3 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=5.850440004121756e-05 0.002516606906584117 0.0016639501501671636 0.0011336015603964828 -0.0003859983221698588 -0.0054127631446551291 -0.0017532136359872871 0.0032748918631287081 -0.0040489509360743933 -0.0022171440744080599 0.0034257184319280462 0.00083447065069296048 0.001639110148157807
leaf_weight=0.0011103852821214835 0.0017086388006552367 0.0011552560428178538 0.0010464888336381177 0.0019823367120351335 0.0016457850641363268 0.0011010936906883373 0.0011471556972574709 0.0010656289119909822 0.00102779623315713 0.0011026630517640204 0.0015063361022924645 0.0010009833854726022
leaf_count=92 200 40 60 932 1462 73 112 220 68 176 338 137
internal_value=0 -0.000611888 -0.000999331 -0.00181558 -0.00266623 0.000527442 0.000859692 0.000427531 -0.000331541 0.000757709 -0.000403207 0.000807857
internal_weight=0 0.00794124 0.00678598 0.00467461 0.00362812 0.00865931 0.00755822 0.00641106 0.00470242 0.0036368 0.00253413 0.00211137
internal_count=3910 2723 2683 2454 2394 1187 1114 1002 802 582 406 229
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=13
num_cat=0
split_feature=14 11 4 151 16 15 0 2 12 13 2 4
split_gain=6.28799e-05 6.42363e-05 7.61536e-05 9.861e-05 0.000130932 8.38976e-05 0.000123037 9.66505e-05 0.000144313 0.00026499 5.00344e-05 4.79267e-05
threshold=0.056865000000000006 0.08776500000000001 0.28937500000000005 -0.075719999999999996 -0.38486499999999996 -0.095799999999999982 -0.10462499999999998 0.10836000000000003 -1.0000000180025095e-35 -0.0019849999999999994 0.084290000000000018 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 11 8 -8 10 -10 -7
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 -12 -13
leaf_value=0.0019616935264925982 -0.0022711013506628709 -0.0021313431406187245 0.0020827756649131881 -0.0035125826926105507 -0.0020480270957407521 0.00094986076736121707 0.001923937939184005 0.0019167817488202391 0.0016500480538677868 -0.0050913048471268336 -0.0010939703865289938 0.0037895328422121281
leaf_weight=0.0019403243756458818 0.0010026197679346002 0.0010134403761172814 0.001787570909664765 0.0010012087600021471 0.0014473415366851464 0.0010410242933996125 0.0011914306475287557 0.0013584046268019182 0.0010097055862828786 0.0013388756370463079 0.0013269387090730196 0.0010108658104570623
leaf_count=468 144 138 365 147 284 97 81 295 605 438 812 36
internal_value=0 0.000129421 0.000287937 3.46315e-05 -0.000313979 1.53378e-05 0.000376133 -0.000274071 -0.000885555 -0.00179626 9.17688e-05 0.00234883
internal_weight=0 0.0154671 0.0144537 0.0126661 0.0107258 0.00972459 0.00827725 0.00622536 0.00486695 0.00367552 0.00233664 0.00205189
internal_count=3910 3766 3628 3263 2795 2648 2364 2231 1936 1855 1417 133
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=13
num_cat=0
split_feature=484 1 12 43 52 1 151 4 49 15 43 0
split_gain=5.3835e-05 6.35124e-05 8.03024e-05 0.000106325 0.000137044 9.27324e-05 8.58097e-05 0.000130596 0.000118376 0.000114693 7.57267e-05 8.08122e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 0.089370000000000019 -0.0088999999999999982 0.24280000000000004 -0.047309999999999998 -0.07142999999999998 -0.074254999999999988 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 9 -5 -8 -11 -12
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 11 -13
leaf_value=-0.0016623632182048212 0.0022872238209966519 0.0017314775203973185 -0.0021148754895941131 0.00047004409582547616 -0.0033826212759878738 -0.00027885579487192224 -0.0016581001134905336 0.0029201006758331847 -0.0029176591367123484 0.002676973877130289 0.0017338899864831313 -0.0012839131838107661
leaf_weight=0.0011564390522563533 0.0012871304155563758 0.0013837904979619739 0.0010904910383712539 0.0016787468429997447 0.001179660004232288 0.0012422612117363174 0.001440961800031742 0.0014615676137503947 0.0010563026485621036 0.0011397194489684674 0.0010733337025889164 0.001161180160890056
leaf_count=612 156 216 117 211 816 178 292 192 234 216 206 464
internal_value=0 0.000112138 -5.0107e-05 0.000126894 -0.0001163 -0.00179063 0.000333674 0.000844361 -0.00083832 0.000214307 0.00101392 0.000165668
internal_weight=0 0.0151951 0.0138114 0.0127209 0.0114337 0.00242192 0.00901181 0.00627676 0.00273505 0.0048152 0.00337423 0.00223451
internal_count=3910 3298 3082 2965 2809 994 1815 1370 445 1178 886 670
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=18
num_cat=0
split_feature=1456 38 13 2 0 457 132 52 15 160 3 0 43 42 4 42 13
split_gain=0.000347075 0.000224721 0.000240784 0.000310158 0.000170577 0.000242879 0.000228535 0.000238648 0.000216591 0.000202643 0.00025324 0.000215416 0.000442305 0.000226765 0.000211724 0.000185334 0.000126175
threshold=-1.0000000180025095e-35 0.083695000000000006 -0.23438999999999996 0.11203000000000002 -0.017269999999999997 -0.0015249999999999997 0.083140000000000006 -0.27466499999999994 -1.0000000180025095e-35 -0.082234999999999989 0.12046500000000002 -0.13027499999999997 -0.053009999999999995 0.088345000000000021 0.0057500000000000008 0.060615000000000009 -0.003375
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 -4 7 -7 -6 -9 11 14 13 -13 -11 -10 -14
right_child=1 -3 4 -5 8 6 -8 9 15 10 -12 12 16 -15 -16 -17 -18
leaf_value=-0.00090642483971800983 5.8198859779721642e-05 -0.00065467190021258948 -0.00071222377437790078 0.0012093947142576415 0.00074379928439192414 -0.00068306164548370013 -0.00070737368182702796 -0.00036163886173873978 0.00034165817036755909 0.00012505734515056967 -0.00048186376027729768 0.0001287113499856849 -0.00082241435152739491 0.0010205241338886351 0.00097139236970897997 -0.00050445233731328642 -7.0254697694016136e-05
leaf_weight=0.0010833260587462387 0.0014725911655479864 0.0011948641641706384 0.0014211183655865956 0.0010284346123912366 0.0016384916641259684 0.0010601164944855088 0.0011294507595354429 0.0019327717518421413 0.0016967956540794851 0.0012663100968191019 0.0012041609227537728 0.0017011400243671958 0.0010774497023329959 0.0013025767799554856 0.0019310382540028218 0.0011066903191952748 0.0012424628185424402
leaf_count=369 64 89 252 111 122 208 248 405 190 90 42 350 833 168 108 72 189
internal_value=0 2.48649e-05 6.14203e-05 0.000531576 1.76332e-06 -7.89467e-05 -1.39556e-05 4.76248e-05 0.000279191 0.00011407 0.000208612 0.000306188 0.000107984 0.00051545 0.000636201 7.65175e-06 -0.000419584
internal_weight=0 0.0234065 0.0222116 0.00250103 0.0197106 0.0152686 0.0138475 0.012718 0.00444198 0.0116579 0.00972514 0.00852098 0.00532363 0.00300372 0.00319735 0.00280349 0.00231991
internal_count=3910 3541 3452 175 3277 2893 2641 2393 384 2185 1780 1738 1540 518 198 262 1022
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=13
num_cat=0
split_feature=52 1 376 457 3 43 13 0 12 2 12 16
split_gain=5.45047e-05 9.14434e-05 9.43e-05 7.51341e-05 0.000181195 7.10229e-05 8.78157e-05 0.000112143 7.02951e-05 8.78622e-05 0.000113206 8.03769e-05
threshold=-0.27466499999999994 0.13662500000000002 0.048375000000000008 0.069705000000000003 0.090325000000000003 -0.069974999999999996 0.16421000000000002 -0.070174999999999987 0.098845000000000016 0.087995000000000004 0.078515000000000015 -0.15595499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 -7 11 -11
right_child=1 -3 -4 4 -6 8 -8 -9 -10 10 -12 -13
leaf_value=-0.0019656638587316065 -0.00051407516651873837 0.0029201124775634774 0.0024913717840071661 -0.0015200979084717715 0.0041867032399186179 -0.002621866805305594 -0.0019652063524375043 0.0035177515856417824 -0.0035906839475638849 -0.0029973554129174365 0.0027701054846281476 0.00035686612866897338
leaf_weight=0.0012850792422652363 0.0014314642273903018 0.0010748907208865755 0.0012760749972824089 0.0010733228816002536 0.0010894158668177667 0.0018199400208182889 0.001069160199848207 0.0012608982682429768 0.0010636448581243805 0.0011735928277940566 0.0010492633835136739 0.0016996780042125015
leaf_count=425 838 212 169 171 74 855 151 146 283 90 323 173
internal_value=0 0.000149231 -6.3413e-05 -0.000319501 0.00135453 -0.000662104 0.000424968 0.00137413 -0.00126289 -0.00083173 -1.15921e-06 -0.00101317
internal_weight=0 0.0150813 0.0140065 0.0127304 0.00216274 0.0105676 0.00376152 0.00269236 0.00680612 0.00574247 0.00392253 0.00287327
internal_count=3910 3485 3273 3104 245 2859 1135 984 1724 1441 586 263
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=18
num_cat=0
split_feature=1456 14 38 3 51 48 2 2 484 133 160 133 160 3 3 12 0
split_gain=0.000307638 0.00022745 0.00019793 0.000205347 0.000174981 0.00027869 0.000277616 0.00018478 0.000207382 0.000153245 0.00063815 0.000231831 0.000273155 0.00016172 0.000202387 0.000216991 0.000153371
threshold=-1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 0.16699000000000003 0.13881000000000002 0.11930500000000001 0.11542500000000001 0.11125500000000001 0.085515000000000022 -0.0023199999999999996 -1.0000000180025095e-35 0.087895000000000015 0.087825000000000014 -0.023079999999999996 -0.078669999999999976 0.091555000000000011 -0.10071499999999999
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 13 14 15 -12 -15
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 16 -16 -17 -18
leaf_value=-0.00078754950031551321 -0.00037867655293591308 -0.00060307428758118748 -0.00053367073436376997 0.00059353815903198345 -0.00050889562404323808 -0.00061493619456639431 0.00065247259830038577 -0.00052426486860764976 0.00064552813421221613 -0.00095049935938296799 0.00071363065043149158 -0.00041279433209011232 -0.00021543699668521936 0.00047169413088921281 0.0010982640856054579 -5.8557514226265751e-05 -0.00015930340779032659
leaf_weight=0.0010091689630718588 0.001522897790148703 0.0011421594351438405 0.0011211675917652255 0.0014887160582637933 0.0011050534342653294 0.0011155049606861546 0.0017996993717851817 0.0010322199952526303 0.0012991858226930617 0.0010608992120867888 0.001818601929567067 0.0010794661626880924 0.0017784309070832949 0.0016052415341794024 0.0011615594266480012 0.0012545937376755578 0.0015395429257481757
leaf_count=369 790 106 91 161 120 91 316 97 218 400 176 482 144 65 43 122 119
internal_value=0 1.82365e-05 5.08143e-05 8.25304e-05 4.28523e-05 7.65979e-05 0.000122103 5.91098e-05 0.000101755 4.66542e-05 0.000103984 0.00021326 0.000287054 0.000408152 0.000590363 0.000398394 0.000162787
internal_weight=0 0.0229249 0.0217828 0.0206616 0.0191729 0.0180678 0.0169523 0.0151526 0.0141204 0.0128212 0.0112983 0.0102374 0.00915797 0.00737954 0.00423476 0.0030732 0.00314478
internal_count=3910 3541 3435 3344 3183 3063 2972 2656 2559 2341 1551 1151 669 525 341 298 184
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=12
num_cat=0
split_feature=4 151 1 4 1 42 3 43 4 43 2
split_gain=5.59032e-05 8.61962e-05 0.000107691 6.65558e-05 9.85045e-05 0.00016518 9.76186e-05 9.51578e-05 0.000111707 8.56502e-05 2.46429e-05
threshold=0.24280000000000004 -0.0008699999999999999 0.11198000000000001 0.097045000000000006 0.10004000000000002 0.087065000000000017 0.096385000000000012 0.0033500000000000005 0.0057500000000000008 -0.083899999999999988 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -6 8 9 -1 -11
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=0.00019786381607871789 -0.0012654387984553897 -0.00049872312250107641 0.0028637285665594923 -0.0021431604059487836 0.0026750761853364317 -0.0034157251787317678 -0.00045038430136202254 0.0017692571938573087 0.0018952080473574973 -0.0016083450654345681 -0.0034811095621404692
leaf_weight=0.0015554300563903022 0.0010868317196531807 0.0011702631506476375 0.0019392750715039524 0.0013558735048762047 0.0016646453023020681 0.0013335239481718228 0.0014179280766675739 0.0016671280648322788 0.0010255943192216919 0.0011354516674625488 0.0010238148006146523
leaf_count=541 123 125 301 151 388 959 142 265 128 536 251
internal_value=0 0.000856598 0.00159828 -0.000314919 -8.5893e-05 -0.000612859 0.00123742 -2.9521e-05 -0.000662139 -0.0013682 -0.00249632
internal_weight=0 0.00419637 0.00310954 0.0121794 0.0108235 0.00774094 0.00308257 0.00640742 0.00474029 0.0037147 0.00215927
internal_count=3910 549 426 3361 3210 2680 530 1721 1456 1328 787
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=18
num_cat=0
split_feature=14 1374 150 484 133 15 41 123 160 2 0 0 52 13 3 3 16
split_gain=0.000274008 0.00023411 0.000326834 0.000287466 0.000320274 0.000255481 0.000253279 0.000282963 0.000236521 0.00029734 0.000195294 0.000380193 0.000184375 0.000409392 0.000291933 0.000150976 0.000123106
threshold=0.077685000000000018 -0.094679999999999986 0.08486500000000001 -0.0043499999999999988 0.10599500000000002 -0.03231499999999999 0.078150000000000011 0.085110000000000005 0.086110000000000006 0.086915000000000006 -0.055084999999999988 -0.10575999999999998 0.11588000000000002 -0.091849999999999987 0.099570000000000006 -0.078669999999999976 -0.09385499999999998
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 16 7 8 9 10 11 -5 13 -11 15 -15 -4
right_child=-2 2 5 4 -6 -7 -8 -9 -10 12 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0007108080808792955 -0.00075421003254823944 -0.00074917393032290281 0.0011492272194667944 0.00084352457346560379 -0.00081408989334419304 -9.4237334390027643e-05 -0.00062153257651302455 -0.00061467368516916808 -0.00050475391095213592 0.00081611940579915862 0.00097018231560047944 -0.00015002988928422079 -0.00046922950374835595 -0.0001492574925538732 -0.00073076651265769363 0.0005998821018345416 0.00044148724620079392
leaf_weight=0.0010056162864092713 0.0011545468754786117 0.00124694271697185 0.0011148133316633696 0.0017856156906610465 0.0010301135639072213 0.0012246368846350877 0.0011511543072906258 0.001117887225307466 0.0010607319767057541 0.0016359074663670429 0.0016579744776284745 0.0019004088515351403 0.0013502682969163127 0.0014417575879435967 0.0012236889751511271 0.0011607407854087801 0.0012419388531915224
leaf_count=66 126 558 113 73 451 136 114 137 178 103 97 727 220 371 87 222 131
internal_value=0 1.81871e-05 5.25325e-05 -3.33714e-05 2.06702e-05 0.000478604 7.61972e-05 0.000132228 0.0001954 0.000256493 0.000529497 0.000331276 4.23339e-05 0.000168796 -0.000107971 0.000184866 0.000776269
internal_weight=0 0.0223502 0.0213446 0.0177632 0.0165162 0.00358139 0.0154861 0.014335 0.0132171 0.0121564 0.005344 0.00368602 0.00681236 0.00546209 0.00382619 0.0026025 0.00235675
internal_count=3910 3784 3718 3338 2780 380 2329 2215 2078 1900 897 800 1003 783 680 593 244
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=16
num_cat=0
split_feature=14 38 124 484 52 160 160 41 52 157 2 4 52 2 4
split_gain=0.00019758 0.000143313 0.000222672 0.000165777 0.000143945 0.000154345 0.000164595 0.000187292 0.000217184 0.000265623 0.000242978 0.000191041 0.000186276 0.000171676 0.000120331
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.40083499999999994 -0.098319999999999991 0.090735000000000024 0.077300000000000021 0.10701500000000001 -0.073574999999999988 0.10679500000000001 0.15045000000000003 -0.07984999999999999 0.090545000000000014 -0.049279999999999997
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 9 -7 11 12 -11 14 -14
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=0.00061499289495439723 -0.00067370595177242035 -0.00053165427919653406 -0.00053142258312384786 -0.00049707655427767719 -0.00041943494208550091 0.00087100864510025928 -0.0003239209463576221 -0.00040627302573353083 0.00089551834631881281 0.00050725912722823666 -0.00041427986892292269 0.0006884263119654962 0.00052541660320161367 -0.00058864493063177784 -0.00024109773494155094
leaf_weight=0.0016703998995681478 0.0010319958055266245 0.0010567345174233292 0.0012913173533503517 0.0010924579525726568 0.0013200111373446845 0.0012510158298944538 0.0016397036843814891 0.0011191822413678673 0.001229558729981887 0.001666582736584152 0.0018420673379843187 0.0017037522764307422 0.0010301382838513078 0.0012905928101296961 0.001007399266505709
leaf_count=269 126 91 568 338 454 214 166 97 135 123 225 103 736 157 108
internal_value=0 3.37086e-05 6.48997e-05 1.23438e-05 5.57081e-05 9.5701e-05 0.000145047 0.000208387 0.000270805 0.000192358 9.29491e-05 0.000232436 7.6893e-05 -0.000138616 0.000146437
internal_weight=0 0.0202109 0.0191542 0.0174838 0.0161925 0.0151 0.01378 0.0121403 0.0110211 0.00979155 0.00854053 0.00669847 0.00499471 0.00332813 0.00203754
internal_count=3910 3784 3693 3424 2856 2518 2064 1898 1801 1666 1452 1227 1124 1001 844
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=18
num_cat=0
split_feature=133 133 50 48 4 2 158 0 12 49 15 3 3 1 3 1 16
split_gain=0.00025591 0.000284004 0.00023482 0.000216663 0.000299995 0.000378658 0.000296981 0.000252188 0.000187449 0.000246126 0.000179177 0.000151252 0.000275049 0.000200791 0.000123998 5.24371e-05 4.83058e-05
threshold=0.10681500000000001 0.085625000000000021 0.10625000000000001 0.12675000000000003 0.28937500000000005 -0.13811499999999996 0.085745000000000002 -0.230625 -0.036459999999999992 -0.085974999999999982 0.079360000000000014 -0.10628499999999998 -0.077894999999999978 0.094695000000000015 0.090325000000000003 0.086145000000000013 0.041215000000000009
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 16 -13 15 -15 -14 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12 12 13 14 -16 -17 -18
leaf_value=0.00070842841761706917 -0.001050595410662011 0.0005021844682613954 -0.00095613073607274531 -0.00093369561286614792 -0.00034907663167000572 0.00093089373112784882 -0.0011162604078542139 -0.00075675352263966265 -0.0008379432724793974 0.00078112312101470671 -0.00059340970981910251 -0.00086093344048458721 1.0456733892206723e-06 0.0008034559427471835 3.2793021913344221e-07 -0.00056017728633068445 0.00023158473641780953
leaf_weight=0.0010123098814265293 0.0010262809778308997 0.0019571213019902159 0.0012374044781134413 0.0010666244626875701 0.0012437496588457719 0.001761209338474976 0.0010696585734099326 0.0017236403508716783 0.0013326793365323339 0.0010018881010384305 0.0014520241644397636 0.0010959179732390797 0.0010658316128894178 0.0014587445820166689 0.0010375940464736333 0.0010349423311240002 0.0010162140779303996
leaf_count=45 545 619 243 74 54 243 252 147 105 55 779 293 142 53 75 72 114
internal_value=0 -0.000142913 -0.000207294 -0.00015686 -0.000108982 0.000401115 -0.000216162 -0.000143398 -0.000213967 -0.000124829 -2.11149e-05 8.66495e-05 -6.14386e-05 0.000129155 0.000469639 -0.00027544 0.000504403
internal_weight=0 0.0215676 0.0196104 0.018373 0.0173064 0.00300496 0.0143014 0.0132318 0.0122195 0.0104958 0.00916316 0.00771113 0.00569303 0.00459711 0.00249634 0.00210077 0.0020181
internal_count=3910 3365 2746 2503 2429 297 2132 1880 1835 1688 1583 804 635 342 128 214 169
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=13
num_cat=0
split_feature=484 11 43 48 0 16 133 16 16 13 1 4
split_gain=5.68719e-05 5.73874e-05 0.000116444 0.000183155 0.000140562 0.000152246 0.000126364 0.000135362 0.000135054 0.000135119 0.000100513 0.000132791
threshold=0.088645000000000015 0.087830000000000005 -0.06705499999999999 0.086665000000000006 -0.017269999999999997 -0.013024999999999998 -1.0000000180025095e-35 0.15100500000000003 -0.0090499999999999973 -0.10939499999999998 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 9 -8 11 -11
right_child=-2 -3 6 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.001426681104008063 -0.0021333162332897522 -0.0020624323518043976 -0.0035969281930697213 0.004784559673822999 0.0034141583248363762 -0.0028347414533630732 0.0027479605498369223 -0.0030370437665666115 0.0036693592669338501 -0.0019653839442890318 -0.003094451145627306 0.0020128714657659322
leaf_weight=0.0016622467933278071 0.0011238553415834967 0.0010502598240075276 0.0010223056732271635 0.0011684309058971783 0.0011142874533480928 0.0014805073727988949 0.0012507319277569188 0.0011604620886422959 0.0010795874202816419 0.001515733594317119 0.0013113782751771911 0.0016226685276260616
leaf_count=619 329 151 885 258 105 500 149 162 164 358 80 150
internal_value=0 0.000118494 0.000277688 0.00139516 0.000464875 -0.000580815 -0.000398751 1.29979e-05 0.000535034 -5.85578e-05 -0.000847406 9.15194e-05
internal_weight=0 0.0154386 0.0143883 0.00542547 0.00425704 0.00314275 0.00896287 0.00794056 0.0067801 0.00570051 0.00444978 0.0031384
internal_count=3910 3581 3430 1482 1224 1119 1948 1063 901 737 588 508
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=14
num_cat=0
split_feature=4 49 16 1 12 39 3 39 159 3 0 52 12
split_gain=5.39754e-05 8.99247e-05 0.000170963 7.94334e-05 6.52088e-05 9.44649e-05 0.000126412 0.00010782 9.64975e-05 6.62912e-05 9.23831e-05 0.000103937 8.58883e-05
threshold=0.24280000000000004 -0.029304999999999998 -0.5152199999999999 0.11287500000000002 0.098845000000000016 0.097470000000000015 0.13772500000000001 0.005105000000000001 0.085035000000000013 -0.08348499999999999 -0.10131499999999999 -0.066329999999999986 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 9 12 11 -11 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00052890396298935737 0.003266813841843436 -0.0032542666573926863 -0.0002888437251201215 0.0036006048648009031 -0.002273792976213761 -0.0029417834422592803 0.0034880414479591137 0.0025509016832933845 -0.0033854990393309935 -0.0016999467699256353 -0.0028621353245438007 0.0023172457224947662 0.0032610473524221509
leaf_weight=0.0013139261810132985 0.0011599125296957724 0.0010189696885390355 0.00100312255053514 0.0010385080083763439 0.0015206321791396858 0.0010221348535682248 0.0010219934236579417 0.0012096521570336624 0.001054200703518025 0.001306667486317914 0.001509857657697196 0.0012012398562447849 0.0010417819650808597
leaf_count=344 116 78 109 246 506 75 103 174 309 62 1011 120 657
internal_value=0 0.000929444 4.36229e-05 0.00168959 -0.000363855 -9.19529e-05 0.000209612 -0.000178301 -0.000622772 -0.000165805 -0.000935623 0.000224212 0.00114715
internal_weight=0 0.00422051 0.0030606 0.00204163 0.0122021 0.0106815 0.00965932 0.00863733 0.00742767 0.00637347 0.00401777 0.00250791 0.00235571
internal_count=3910 549 433 355 3361 2855 2780 2677 2503 2194 1193 182 1001
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=12
num_cat=0
split_feature=484 160 133 160 160 133 42 49 3 2 1
split_gain=5.67647e-05 6.96729e-05 9.17075e-05 8.25755e-05 0.000111423 0.000141476 0.000140048 0.000135513 0.000111863 0.000186179 0.000147006
threshold=-0.0043499999999999988 -0.098319999999999991 -0.0023199999999999996 0.091575000000000017 0.084835000000000008 1.0000000180025095e-35 0.088115000000000013 -0.052649999999999995 -0.13309499999999996 0.10836000000000003 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 10 -10
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0019254203554723522 -0.00190575300180346 -0.001740405369794826 -0.0023062191466016583 -0.0014862407869518225 0.0036304007117796354 -0.0015966577820278043 0.0031665102899433918 -0.0015664669623349085 0.0011931114756982004 -0.00093794616972183104 0.0055500811097325955
leaf_weight=0.0011643859725400966 0.0012420108024297676 0.0015571409539757277 0.0011878212814893027 0.001395705929405037 0.0010196865559271304 0.0019914023140923344 0.0019172835223022783 0.0010197835373549915 0.0013368053111035738 0.0013263434374460922 0.0011470504734120528
leaf_count=612 497 898 115 186 105 774 213 131 154 147 78
internal_value=0 0.000120356 0.000301408 0.000559018 0.000819801 0.000531086 0.00106507 0.000395544 0.00105998 0.00176294 0.00320517
internal_weight=0 0.015141 0.013899 0.0123419 0.0109462 0.00992649 0.00793509 0.0060178 0.00482998 0.0038102 0.00248386
internal_count=3910 3298 2801 1903 1717 1612 838 625 510 379 232
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=17
num_cat=0
split_feature=124 133 50 47 4 1 1 4 15 52 1 3 12 3 4 2
split_gain=0.000226656 0.000218115 0.000224245 0.000217235 0.000173053 0.000239584 0.000272401 0.000187288 0.000150706 0.000182313 0.000152811 0.000156132 0.000197042 0.000178833 0.000107344 9.20286e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.24280000000000004 0.11235500000000002 0.10688500000000002 0.055260000000000011 0.079360000000000014 -0.092854999999999979 0.10004000000000002 0.096385000000000012 0.085945000000000008 -0.016619999999999996 -0.0010999999999999996 0.096970000000000015
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 8 9 15 11 12 13 -11 -15 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.00067126483651033645 0.0007412198310415047 -0.00077184945723962389 -0.00072470649080434019 -0.00067791047994055875 0.00053790642569292145 0.00083964364128796354 -0.00054794511240838109 -0.00058354237165106836 -0.0003952162280031211 0.00063520645021617394 0.00072286340444050389 0.0007015485137342668 -0.00059035266770914171 0.00021701121217186273 -0.00048535353651517956 4.4120913131641695e-05
leaf_weight=0.0010093855025398247 0.0010629286459584988 0.0011129068060865442 0.001158793812852151 0.0011275787428024478 0.0014227016777391124 0.001785519595463126 0.0011867507962485258 0.001450583592657353 0.0017721056720011565 0.0015466311957586338 0.0015389458110739926 0.0011199770379271001 0.0011746243967579589 0.0013937558748368106 0.0010828922461319545 0.0010050858011114439
leaf_count=227 49 586 330 112 122 263 53 213 953 229 166 37 227 60 73 210
internal_value=0 -5.09859e-05 -1.04175e-05 3.40437e-05 7.9946e-05 0.000367285 4.40729e-05 -1.64987e-05 5.4146e-05 0.000134816 0.000249977 0.000134789 1.2671e-05 0.000188728 -9.00915e-05 -0.000314335
internal_weight=0 0.0208882 0.0197753 0.0186165 0.017489 0.00439497 0.00260945 0.013094 0.0116434 0.0098713 0.00785683 0.00631788 0.0051979 0.00402328 0.00247665 0.00201447
internal_count=3910 3861 3275 2945 2833 438 175 2395 2182 1229 792 626 589 362 133 437
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=16
num_cat=0
split_feature=14 52 38 39 48 2 4 0 0 47 1 49 3 3 4
split_gain=0.00025206 0.000173698 0.000177635 0.000286999 0.000272038 0.000243061 0.000306055 0.000259314 0.000243596 0.000188467 0.000224987 0.000176353 0.000159206 0.000200162 0.000403147
threshold=0.077685000000000018 -0.40083499999999994 1.0000000180025095e-35 0.091635000000000008 0.12649500000000002 0.10910500000000002 0.053925000000000008 0.12500000000000003 -0.15291499999999997 0.09252500000000001 0.10080500000000002 -0.084114999999999981 0.090325000000000003 -0.08348499999999999 0.022820000000000003
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 9 -8 10 11 -3 13 -13 -15
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 -16
leaf_value=-0.00065102384068363634 -0.00088124598341839035 -0.00067154202955507791 -0.00067524027144588283 0.00093946213134171025 -0.00077532220744851708 0.0011258742809447031 0.00070313913230213992 -0.00075506678763053706 -0.0005044688090812961 -0.00046678431648998291 0.00078351561007495077 0.00043818877230005529 0.00067644521124227098 -0.00095838081168594838 0.00053724741390358407
leaf_weight=0.0012022582765309582 0.0010892688174551904 0.0010005943136003007 0.0010273882353412081 0.0013345505507407233 0.0012633165168522758 0.0016330761649984106 0.0011022141827072701 0.0014245478018527361 0.0011816073108304771 0.001762603053747769 0.0017720651149636876 0.0019313507775609562 0.0015500974408652612 0.0015134324789533864 0.0010367859586913851
leaf_count=389 126 97 83 184 91 200 71 63 169 207 229 881 81 904 135
internal_value=0 3.06207e-05 7.25746e-05 0.00011409 4.99439e-05 0.00011548 0.000515092 -1.50496e-05 7.8345e-05 8.47136e-05 0.000195122 4.68522e-05 0.000166027 -1.05182e-05 -0.000350336
internal_weight=0 0.0207359 0.0195336 0.0185062 0.0171717 0.0159084 0.0039169 0.0119915 0.00228382 0.0105669 0.00880433 0.00703226 0.00603167 0.00448157 0.00255022
internal_count=3910 3784 3395 3312 3128 3037 440 2597 240 2534 2327 2098 2001 1920 1039
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=11
num_cat=0
split_feature=4 42 47 4 1 43 3 43 16 3
split_gain=5.2814e-05 7.7573e-05 0.000121452 0.000132447 0.000104618 8.92073e-05 7.36631e-05 9.84493e-05 8.13291e-05 5.20546e-05
threshold=0.28937500000000005 0.10138000000000001 0.10783500000000001 0.055260000000000011 0.10004000000000002 0.0033500000000000005 0.090325000000000003 -0.083899999999999988 -0.055679999999999993 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -2
right_child=9 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00016721470537508251 -0.00025183336859709309 -0.0028437719758356802 0.0023231712733169899 -0.0027969685786431268 0.0020809001793083547 0.0014490130695464314 0.0010125868605111957 -0.0013182203442504261 -0.005069436219763199 0.0023422725126471633
leaf_weight=0.0019921630057471171 0.0013327288533864223 0.0010197814777485091 0.0017071622768775061 0.0018598849350688314 0.0018546905189519951 0.0016704158117440745 0.0011875988102795498 0.0011080978290142973 0.0010526653996073248 0.0015779726759881088
leaf_count=640 102 383 183 323 373 345 113 560 564 324
internal_value=0 -0.000281277 -7.10899e-05 -0.00045218 3.97232e-05 -0.000500255 -0.00110995 -0.00171692 -0.00314571 0.0011545
internal_weight=0 0.0134525 0.0124327 0.0107255 0.00886563 0.00701094 0.00534053 0.00415293 0.00216076 0.0029107
internal_count=3910 3484 3101 2918 2595 2222 1877 1764 1124 426
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=12
num_cat=0
split_feature=47 51 4 1 2 2 0 12 4 1 16
split_gain=4.89012e-05 9.71444e-05 0.000131902 0.000175523 0.000102175 0.00010709 0.000145166 0.000107226 9.40757e-05 6.89389e-05 5.96897e-05
threshold=0.13177500000000003 0.12190000000000002 0.24280000000000004 0.11235500000000002 0.10910500000000002 0.10113500000000002 -0.06402999999999999 0.085325000000000012 -0.23071499999999998 0.089455000000000021 -0.05189499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 9 -8 10 -1
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0023618024299812581 -0.0019086136410591821 -0.0026469137411847692 -2.8988686352256081e-05 0.0040493143009582445 0.0017077352682566876 -0.0034483989239474117 -0.00035423367832157303 -0.0034946146998604813 0.0032586369225696436 -0.0018458198455902047 -0.00075399610524392951
leaf_weight=0.001001822249218725 0.0011060658379398172 0.001025007034384069 0.0019979434986197586 0.0016732275533864254 0.0019404607128530186 0.0010391240326358617 0.0011720876272740821 0.0012834965632824605 0.0013249305803371674 0.0015872397206220801 0.0011277941673966071
leaf_count=258 84 190 201 315 380 217 127 1557 119 110 352
internal_value=0 0.000114533 0.000314595 0.0018298 -0.000216339 -0.000653707 -0.000266367 -0.00117978 0.00156277 -0.00038043 0.00071175
internal_weight=0 0.0151731 0.0141481 0.00367117 0.010477 0.00853649 0.00749737 0.00500035 0.00249702 0.00371686 0.00212962
internal_count=3910 3826 3636 516 3120 2740 2523 2277 246 720 610
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=13
num_cat=0
split_feature=41 150 2 484 160 160 15 12 4 13 48 43
split_gain=5.37412e-05 5.42683e-05 9.4625e-05 7.604e-05 9.7157e-05 0.00016134 0.000206866 0.0001587 0.000162465 0.000162928 0.000141414 0.0001978
threshold=0.078150000000000011 0.11398500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 0.031805000000000007 -0.017214999999999998 0.098845000000000016 -0.045299999999999993 -0.0030249999999999995 0.093225000000000016 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 8 9 -8 11 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0027568423075780019 -0.0019800750931340122 -0.001591584512137904 -0.0024306091043204909 -0.0060296285014093173 -0.0024158793657238337 0.0037770691990805872 0.0040449966793295383 -0.0018197324333767474 0.0052733114681879269 -0.00079972207132038352 0.0010914050762470271 -0.00073531509198752215
leaf_weight=0.0012934750974692667 0.0011664425380274171 0.0014795343020527771 0.001008164724128807 0.0010052890569464002 0.0010799202253262427 0.001238998788682528 0.0010039919971764105 0.0010503831706894506 0.0011734877866109374 0.0016430328898273602 0.00131521230595403 0.0017131542738849891
leaf_count=227 201 149 592 339 191 133 801 233 163 320 219 342
internal_value=0 0.000131266 0.000319732 6.20113e-05 0.000285915 0.000573558 0.000127814 0.00144202 0.00233878 0.00103783 -0.00145917 -0.00269317
internal_weight=0 0.0150046 0.0135251 0.0122316 0.0112235 0.0101436 0.00890455 0.0048709 0.00382051 0.00264702 0.00403366 0.00271844
internal_count=3910 3709 3560 3333 2741 2550 2417 1517 1284 1121 900 681
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=17
num_cat=0
split_feature=14 38 3 48 4 14 12 160 3 43 15 49 15 4 3 3
split_gain=0.000237382 0.000185092 0.000226458 0.000181686 0.000158744 0.000284791 0.000167815 0.000239936 0.000218843 0.000296573 0.00018383 0.000177529 0.000181516 0.000308814 0.000221309 7.38023e-05
threshold=0.077685000000000018 1.0000000180025095e-35 0.16699000000000003 0.12862000000000004 0.28937500000000005 -0.45687499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074234999999999982 -0.079109999999999986 -0.012569999999999998 -0.07107999999999999 -0.095799999999999982 0.0051950000000000008 -0.015794999999999997 -0.100615
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 11 -8 9 15 -11 -1 -13 14 -14 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.00029005897387366627 -0.00075260574809398741 -0.00063110757893269779 0.00068651588715594621 -0.00058600032893581211 -0.00024233674026755779 0.00084477257411074271 -0.00077394110226958115 5.5971427856996474e-06 -0.00059765860338010363 0.0010535403566069635 0.00011566752146136125 -0.00021783131045758532 0.0006628501450131318 0.0011051152953924124 -0.00028171574312942961 -0.00062253994157908182
leaf_weight=0.0017277596784877614 0.0011053936285713153 0.0010882229087683095 0.00145669710331607 0.0012632505754252973 0.0010622389420456013 0.0016662086992953835 0.0014890356309813042 0.0010111934950565171 0.0013966329496269848 0.0010666598535052692 0.0011904493706936577 0.0013087458138466568 0.0012475420427432507 0.0014121747506576909 0.0014366386392716838 0.0010029233425269055
leaf_count=133 126 91 162 105 63 235 838 100 270 156 854 115 53 47 147 415
internal_value=0 2.76265e-05 6.39445e-05 1.43369e-05 5.88996e-05 0.000421539 -1.03418e-05 -0.000187843 -3.38654e-05 0.000150487 0.000558885 0.000167757 0.0003141 0.000484046 0.000157296 -0.000307182
internal_weight=0 0.0208264 0.0197382 0.0182815 0.0170182 0.00272845 0.0142898 0.00715689 0.00566786 0.00427123 0.00225711 0.00713286 0.0054051 0.00409636 0.00268418 0.00201412
internal_count=3910 3784 3693 3531 3426 298 3128 2633 1795 1525 1010 495 362 247 200 515
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=18
num_cat=0
split_feature=14 38 3 51 48 4 1 133 3 160 133 52 4 12 150 2 4
split_gain=0.000220389 0.000179879 0.000190655 0.00019712 0.000290501 0.000342683 0.000257007 0.000141104 0.000197944 0.000160415 0.000196184 0.000155361 0.000273445 0.000220247 0.000177267 0.000172713 0.000158259
threshold=0.077685000000000018 0.083695000000000006 0.16699000000000003 0.13881000000000002 0.11930500000000001 0.28937500000000005 0.11198000000000001 0.088850000000000026 -0.15464999999999998 -0.092169999999999988 -0.0023199999999999996 -0.010284999999999997 -0.0040999999999999986 0.095450000000000021 0.087235000000000021 0.084235000000000018 -0.0031049999999999997
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 -1 -10 -11 12 15 16 -14 -12 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 11 13 14 -15 -16 -17 -18
leaf_value=0.00071367862484624271 -0.000784172364978669 -0.00067860759590112653 0.00065543395389703175 -0.00068139985053733475 -0.00081082423469833599 0.00022125852721076975 0.0013816083882031156 -0.00053619995104521871 -0.00066027549501993801 -0.00054921216667105476 -3.4445740991610593e-05 0.00095920190565619828 0.0006400787117474253 -0.0003051416111083745 -0.00025024991761930836 -0.0010416929652624139 0.00022757424713184773
leaf_weight=0.0013101508656081463 0.0010608515624049289 0.0010382652245694559 0.0015304181066016212 0.0011520358462051216 0.0010873750021242667 0.0013062290456817838 0.0010388894063890633 0.0012705705606887016 0.0010179918618437494 0.0013891745949718452 0.0010127893240557736 0.0017591748609844873 0.0017028471707714633 0.0010967889125844399 0.0011263508328934052 0.0010522498149628714 0.0018272528957007199
leaf_count=128 126 87 163 141 93 87 199 723 314 830 147 184 114 80 46 322 126
internal_value=0 2.85692e-05 6.40734e-05 1.68131e-05 6.15055e-05 0.000117598 0.000735294 1.81447e-05 7.11229e-05 8.79167e-07 6.22517e-05 0.000150942 -6.59797e-05 0.000377639 0.000285624 -0.000547693 0.000586444
internal_weight=0 0.0217186 0.0206803 0.0191499 0.0179978 0.0169105 0.00234512 0.0145653 0.0132948 0.0119846 0.0109666 0.00957745 0.00489424 0.00468322 0.0028292 0.00206504 0.00358643
internal_count=3910 3784 3697 3534 3393 3300 286 3014 2291 2163 1849 1019 629 390 160 469 310
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=17
num_cat=0
split_feature=14 38 124 148 484 48 4 160 52 12 3 160 0 3 13 13
split_gain=0.000325449 0.00018975 0.000281319 0.000178269 0.000289598 0.000160122 0.000189847 0.000143076 0.00015214 0.000189609 0.000178478 0.000226482 0.000224941 0.000333529 0.000127674 0.000145426
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.057864999999999993 -0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.091109999999999983 -0.40083499999999994 0.098845000000000016 0.10420500000000001 0.087825000000000014 -0.14136999999999997 -0.069414999999999991 -0.083514999999999992 0.11596500000000001
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 -6 -9 10 11 12 -10 14 -14 -16
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 -12 -13 13 -15 15 -17
leaf_value=0.00070960726077532279 -0.00087442972003223373 -0.00064056640859607231 0.00060000990577659358 -0.00084645341594911678 -0.00056416435235700515 -0.00054806902784750077 0.00055936683083237485 -0.00051834154501980648 0.00091644311616785959 -0.00034585368897463399 0.00073762633389553645 -0.00049689572981051998 0.00075975992409400644 -0.0006476027144672158 -0.00031722380769846887 0.00054585164550004955
leaf_weight=0.0016938089463294113 0.0011183415554423251 0.0010656918679965979 0.00128387003997421 0.0011043087821406413 0.0011096516010707701 0.0012216203262230578 0.001863776857963414 0.0011345563510911033 0.0011095080223719727 0.0019619600458826306 0.0014808124553405966 0.00133681924728421 0.0013030848534067978 0.0012066383047354134 0.0010712880685715964 0.0010315955717423719
leaf_count=269 126 91 177 546 406 81 206 304 49 267 65 124 312 105 743 39
internal_value=0 3.39347e-05 7.00317e-05 1.05724e-05 -3.41122e-05 2.25525e-05 7.02662e-05 -1.25277e-06 5.24273e-05 0.000114091 0.00021976 0.000111123 0.00025317 9.36281e-05 0.000356225 0.000106169
internal_weight=0 0.020979 0.0199133 0.0182195 0.0169356 0.0158313 0.0146097 0.0127459 0.0116363 0.0105017 0.00853975 0.00705893 0.00572211 0.00461261 0.00340597 0.00210288
internal_count=3910 3784 3693 3424 3247 2701 2620 2414 2008 1704 1437 1372 1248 1199 1094 782
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=11
num_cat=0
split_feature=484 49 42 12 151 42 4 15 3 12
split_gain=4.86254e-05 5.4635e-05 7.14152e-05 6.48329e-05 9.06226e-05 7.21095e-05 0.000150756 0.000204179 0.000112568 0.000185476
threshold=0.088645000000000015 -0.14750499999999997 0.093125000000000013 -0.036459999999999992 0.056555000000000001 0.083725000000000008 0.0057500000000000008 -0.095799999999999982 0.10666500000000002 0.080120000000000011
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=0.0019732141660513446 -0.0017126510419927243 -0.0012069177344851344 -0.0015314136456796041 9.1624867850330122e-05 -0.0016513411693111963 0.0023681488772958423 -0.00023288635225261989 0.003803760334268672 0.0015486715806176082 -0.0043852846987488467
leaf_weight=0.001033621302783728 0.0011174411352321062 0.0019317428955783087 0.0019370370177677699 0.0016889292252420572 0.0012490778502379776 0.0016306571164048361 0.0018901369604703462 0.0016713311332545722 0.0010900514483458412 0.0010701333331754543
leaf_count=126 329 323 697 155 91 798 189 187 78 937
internal_value=0 0.000105832 -3.04877e-05 0.000207389 0.000472889 0.000766359 0.000413894 0.00166144 -0.00074042 -0.00164479
internal_weight=0 0.0151927 0.0141591 0.0122221 0.0102903 0.00904124 0.00741058 0.00356147 0.00384911 0.00275906
internal_count=3910 3581 3455 2758 2435 2344 1546 376 1170 1092
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=18
num_cat=0
split_feature=14 124 133 50 48 15 158 52 15 3 457 3 1 4 0 12 1
split_gain=0.000247099 0.000173301 0.000249017 0.000185152 0.000287909 0.000323917 0.000267589 0.000191943 0.000216945 0.00030439 0.000211798 0.00030894 0.00030548 0.000358355 0.000182374 0.000178723 7.2773e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.12675000000000003 -0.26361999999999991 0.084710000000000021 -0.27466499999999994 -0.095799999999999982 0.10666500000000002 0.084715000000000013 0.045635000000000002 0.10113500000000002 -0.060264999999999992 -0.18901999999999997 0.084100000000000022 0.10752500000000002
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 -7 14 10 11 12 13 15 -9 -10 -16
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0008408570643003131 -0.00072299381340869924 0.00062653051604951565 -0.00072250067117581235 -0.00059269414308441568 -0.00071375989592454181 -0.00049072859921623995 -0.00067880142850222148 -0.00071341146427482058 0.00070866207767461792 0.00088034512205243374 0.00071977703917443193 -0.00061275741683870289 0.0009142057244643562 -0.00055774062384303554 -0.00022454283027392523 -4.6983275495818704e-05 0.00035192371789588046
leaf_weight=0.0013658317365308386 0.0011140150851740574 0.0010828716436922124 0.0011032541193717665 0.0010671518378263722 0.0010542797978501097 0.001163018165423549 0.0011019600752418699 0.0010573084084004591 0.0015526856868173762 0.0016576875518471154 0.0013409607321923644 0.0013604195219745208 0.0011632982728234306 0.0016214509379518542 0.001010297817132009 0.0014439356961510053 0.0010862670762623594
leaf_count=235 126 49 570 323 73 315 282 53 85 110 120 86 128 433 219 658 45
internal_value=0 2.40089e-05 -8.37129e-06 3.2994e-05 7.01312e-05 0.00011896 5.55906e-05 0.000111567 0.000164257 0.000274402 0.000155989 5.01312e-05 0.000206116 2.77474e-05 -0.000189883 0.000344551 7.41346e-05
internal_weight=0 0.0212327 0.0201498 0.0190466 0.0179794 0.0169251 0.0155593 0.0144573 0.0132943 0.0101404 0.00848275 0.00714179 0.00578137 0.00461807 0.00315387 0.00299662 0.00209656
internal_count=3910 3784 3735 3165 2842 2769 2534 2252 1937 1620 1510 1390 1304 1176 317 743 264
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=13
num_cat=0
split_feature=41 15 16 1 3 3 16 52 3 12 48 3
split_gain=4.58664e-05 5.48577e-05 6.06328e-05 7.11975e-05 0.000152083 0.000156674 0.000135117 0.000105972 0.000129011 0.000113557 0.000112603 5.18653e-05
threshold=0.078150000000000011 0.10363000000000001 -0.53257999999999994 0.10004000000000002 0.11265500000000002 -0.036619999999999993 -0.072359999999999994 -0.092854999999999979 0.10666500000000002 0.085945000000000008 0.086935000000000012 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 -4 9 10 11 -9
right_child=-2 -3 3 4 6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0017474617747545234 -0.0017840548635457366 -0.0019673968433768342 -0.0026698338766339164 0.0008972406975438482 0.0016448527340196825 0.0052213753078881042 -0.0030355588609290735 0.0025947356417652264 0.0032982615440432352 -0.0026387312205340858 -0.0022080905408873464 0.00024422396537650487
leaf_weight=0.0011803017285592467 0.0011794176888973709 0.0010155074363091552 0.0011815414389508179 0.0017838739662686936 0.001112281736506791 0.0012158251157214145 0.0010205918660066704 0.0015301660558540279 0.0010732096378234246 0.0012866198402016818 0.0010043404625819478 0.0017212586957584008
leaf_count=122 201 356 480 317 132 250 77 442 32 1267 105 129
internal_value=0 0.000117888 0.000267967 0.000451948 0.00130155 0.00264988 -0.00059475 -0.000107317 0.000350347 -0.000220477 0.000510619 0.00135041
internal_weight=0 0.0151255 0.01411 0.0129297 0.00513257 0.0029997 0.00213287 0.00779714 0.00661559 0.00554239 0.00425577 0.00325142
internal_count=3910 3709 3353 3231 776 567 209 2455 1975 1943 676 571
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=19
num_cat=0
split_feature=43 40 42 123 133 160 484 484 151 4 15 15 13 13 16 2 1 3
split_gain=0.000200549 0.000264446 0.000231118 0.00023016 0.000287406 0.000203653 0.000294161 0.000202658 0.000189574 0.000329824 0.000244806 0.000205416 0.0001916 0.000201639 0.000181042 0.000118856 1.70146e-05 9.87276e-06
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 0.08406000000000001 0.088850000000000026 -1.0000000180025095e-35 0.073820000000000011 0.088645000000000015 -0.084019999999999984 0.24280000000000004 -0.095799999999999982 -0.053579999999999996 0.11596500000000001 -0.083924999999999986 -0.52908499999999992 0.090695000000000012 0.089895000000000017 -0.010319999999999998
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 17 -8 -7 10 -10 15 13 -13 -11 -12 -15 -4
right_child=-2 2 3 -5 -6 8 7 -9 9 14 11 12 -14 16 -16 -17 -18 -19
leaf_value=0.00079582808357371712 -0.00074839551902296058 -0.00073390703700034734 -0.00086915482110933257 0.00069701530010493824 -0.00087077067457202409 -0.00043564630957712764 0.00066488415985041071 -0.00032435720861084848 -0.00070537230973371785 0.00026852223216967247 0.00018816963967609006 0.00019530365806605569 0.00047837787147751514 -0.00046841843892720812 0.0010767460403862056 0.00088541271643849319 -0.00077560330010947702 -0.00063675340989898714
leaf_weight=0.001153579605962368 0.0010058127834595169 0.0012205226803461205 0.0010461249454577388 0.0013003582549350632 0.0010760139740825575 0.0015044174594965971 0.0010375965731121706 0.0013150629366714822 0.0011130415839253885 0.0015903920771029867 0.0015440983328721949 0.0014562906017985726 0.0012781127524810199 0.0010126132374734921 0.0015161839017862186 0.0012302691787569597 0.0010073431223808771 0.001002557134781811
leaf_count=164 240 209 415 189 719 144 128 200 113 71 110 260 33 425 102 110 200 78
internal_value=0 1.54689e-05 -2.68917e-05 1.6189e-05 -3.1078e-05 2.0101e-05 -0.000291796 0.000111929 0.000123684 0.000195309 2.71882e-05 0.000135489 -7.56749e-05 -0.000279384 0.000662981 0.000497356 -0.00062161 -0.000755425
internal_weight=0 0.0224046 0.021251 0.0200305 0.0187301 0.0176541 0.00440134 0.00235266 0.0132528 0.0117483 0.00864177 0.00752873 0.00475436 0.00347625 0.00310658 0.00277437 0.00201996 0.00204868
internal_count=3910 3670 3506 3297 3108 2389 821 328 1568 1424 1251 1138 918 885 173 220 625 493
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=17
num_cat=0
split_feature=14 38 124 484 160 43 3 48 4 0 13 43 3 42 15 15
split_gain=0.000193541 0.00017602 0.000290052 0.000194652 0.000221071 0.000195306 0.000254268 0.000225663 0.000261515 0.000130682 0.00011622 0.00013805 0.00011053 0.000118817 0.000199812 0.000238584
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.16180500000000003 0.15165000000000003 0.11930500000000001 0.28937500000000005 -0.23029999999999998 -0.083514999999999992 -0.049504999999999987 -0.16059999999999997 0.091230000000000019 0.035895000000000003 -0.017214999999999998
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 -6 11 -11 -12 14 15 -14
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17
leaf_value=0.00069215676229411496 -0.0006808189414110828 -0.00062083128942576197 -0.00059342719128315272 -0.00056632199182232452 0.00051323435811656049 -0.00056051322830907326 0.00092952671931511048 -0.00057441820031794142 0.0007251640349834309 0.00072872377141556448 0.00037214148650658804 -8.0555128099099338e-05 -0.00053543439863288863 0.00016769198241693749 -0.00095863547357908697 0.00035984507544229024
leaf_weight=0.0017321691869359021 0.0010409234446888951 0.0010233724230372934 0.0013122650440996085 0.0013838795087069656 0.0014333665103833928 0.0010638198718610813 0.0010159302388429168 0.0011879329931943428 0.0018052582860879117 0.0010625967640409129 0.0010312603552193877 0.0011204336430356565 0.0017506737100359063 0.001636482124820704 0.0010294767301184671 0.0013750859992791593
leaf_count=270 126 87 568 454 37 207 118 77 157 151 101 271 310 342 501 133
internal_value=0 2.9785e-05 6.31752e-05 3.3403e-06 4.9689e-05 0.000104644 0.000153619 9.49355e-05 0.000159874 6.21196e-05 -9.67836e-06 0.000313364 -0.000113037 -0.000199426 -0.000344011 -0.000141583
internal_weight=0 0.020964 0.0199406 0.0182085 0.0168962 0.0155123 0.0144485 0.0134326 0.0122446 0.0104394 0.00900601 0.00218303 0.00682298 0.00579172 0.00415524 0.00312576
internal_count=3910 3784 3697 3427 2859 2405 2198 2080 2003 1846 1809 422 1387 1286 944 443
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=12
num_cat=0
split_feature=47 47 4 47 15 15 43 42 16 16 0
split_gain=5.14696e-05 9.06305e-05 8.53672e-05 0.000106166 9.04496e-05 6.70156e-05 0.000103317 0.000137104 0.000106543 0.000105334 7.65421e-05
threshold=0.13177500000000003 0.10783500000000001 0.28937500000000005 0.086425000000000016 -0.43091499999999999 -0.091024999999999981 -0.18906999999999999 0.085545000000000024 0.15100500000000003 -0.0090499999999999973 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 8 9 10 -8
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0013475288364392624 -0.0017964245974450355 0.0023149022083184139 4.0773859272519522e-05 -0.0027235727209027069 0.0032645922301831353 0.0016311443067951333 -0.0021720430479326733 -0.0033752161552835511 -0.0022601055191889033 0.0020207856940222344 0.00069775155587870562
leaf_weight=0.0018299493365198259 0.0010750981793451455 0.0012129165455967575 0.0015789704284023438 0.0012344250494676799 0.0010102072751678034 0.0014321192656294307 0.0012662763667205591 0.0012495748453614777 0.0014661177336248513 0.0016677794705782299 0.0013693296313923272
leaf_count=411 84 166 209 238 175 177 120 1010 274 321 725
internal_value=0 0.000107982 -8.17983e-05 -0.000392168 0.0012986 -0.000112244 -0.00042833 -0.00084853 -0.000301293 0.000366054 -0.000681041
internal_weight=0 0.0153177 0.0141047 0.0115156 0.00258918 0.0102811 0.0084512 0.00701908 0.0057695 0.00430339 0.00263561
internal_count=3910 3826 3660 3276 384 3038 2627 2450 1440 1166 845
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=18
num_cat=0
split_feature=14 38 124 484 48 4 0 124 12 4 4 13 2 1 3 3 12
split_gain=0.00023697 0.000172848 0.000274346 0.000222751 0.000165948 0.000194003 0.00018496 0.000151775 0.000278892 0.00055419 0.000204107 0.000147525 0.000150512 0.000118815 0.000109353 7.45229e-05 3.92303e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 0.28937500000000005 -0.23029999999999998 0.10385500000000002 0.098845000000000016 0.08734500000000002 0.055260000000000011 -0.083514999999999992 0.10488500000000002 1.0000000180025095e-35 0.11265500000000002 -0.01223 0.085185000000000025
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 -5 8 10 -10 11 16 13 -13 -7 -15 -8
right_child=-2 -3 3 4 -6 14 7 -9 9 -11 -12 12 -14 15 -16 -17 -18
leaf_value=0.00067494833269562374 -0.00071550969624119287 -0.00060880729539465562 -0.00063615141328858809 0.00055150899200234358 -0.00052666644588497972 0.00085148076819090656 0.00028364132720232443 0.00055031418762683821 -0.0014534177400969133 0.00021971301183202203 -0.00048090808308068025 -0.0004763582906395147 0.00055188151093123823 0.00042230714681106078 0.00014664837186566693 -0.0001817179040923758 0.00073042879917477039
leaf_weight=0.0017836662396566857 0.0012260201387422611 0.0010950318412883955 0.0013670617979808673 0.0015646154156350118 0.001237956052946714 0.0012921805965998559 0.0010447766289494046 0.0010411496693996112 0.0010928866758548395 0.0010400682949209539 0.0017337850186061876 0.0017238412055089877 0.0010268718877414762 0.0010249025094623554 0.0010943709110264183 0.0011862282272032121 0.0010716643987188669
leaf_count=269 126 91 568 51 94 159 263 30 357 57 192 671 127 371 101 103 280
internal_value=0 2.61619e-05 6.03698e-05 1.251e-06 5.19848e-05 9.69324e-05 2.09648e-05 -4.82898e-05 -0.000105232 -0.000637568 2.36194e-05 0.0001472 -7.49514e-06 -0.00015347 0.000528275 9.82596e-05 0.000509873
internal_weight=0 0.0214211 0.020326 0.0185424 0.0171753 0.0159373 0.0135508 0.0119862 0.010945 0.00213295 0.00881207 0.00707828 0.00496184 0.00393497 0.00238655 0.00221113 0.00211644
internal_count=3910 3784 3693 3424 2856 2762 2502 2451 2421 414 2007 1815 1272 1145 260 474 543
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=13
num_cat=0
split_feature=2 40 2 15 2 49 0 16 48 16 0 0
split_gain=4.87758e-05 0.000128326 0.000122927 0.000188823 0.000115579 0.000136547 8.12889e-05 0.000110025 8.80683e-05 9.754e-05 0.000104881 5.91905e-05
threshold=0.097940000000000013 -0.012844999999999997 0.11230000000000001 -0.014614999999999998 0.11635500000000001 0.0052300000000000011 -0.060094999999999989 0.064860000000000015 0.088465000000000002 -0.083564999999999987 -0.10131499999999999 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 8 -8 9 11 -11 -1
right_child=1 2 4 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00064874850095534143 0.0038466085077628813 0.0053290006497166576 -0.0042959328855607451 -0.00057375884567329664 0.0023618111693982867 -0.0028553806667511654 0.0030317249854781253 -0.00085949413671153709 -0.0038185817591042661 0.00025901825964670704 -0.0041320442063779951 0.0028827964434625605
leaf_weight=0.0011300466221243477 0.0011866936156636719 0.0010177616023954641 0.0010423013771639015 0.0015671132620141822 0.0012545399057858272 0.0010485782221533353 0.0014332632852321952 0.0019569666140598907 0.0012372987339147098 0.0011736872259136811 0.0013112279581243098 0.0010355213517724026
leaf_count=135 224 231 116 209 241 161 129 171 242 118 1292 641
internal_value=0 0.0006436 2.65531e-06 0.00175038 -0.00134774 -1.3505e-05 -0.000530656 0.000785569 -0.00128855 -0.000615412 -0.00205804 0.00103995
internal_weight=0 0.00711699 0.00593029 0.00258487 0.00334542 0.00230312 0.00927801 0.00339023 0.00588778 0.00465048 0.00248492 0.00216557
internal_count=3910 1182 958 440 518 402 2728 300 2428 2186 1410 776
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=18
num_cat=0
split_feature=38 124 124 133 50 47 131 4 4 42 43 49 43 4 0 16 4
split_gain=0.000221918 0.000265778 0.000236919 0.000286645 0.000301346 0.00024201 0.000242775 0.000200215 0.000169466 0.000157167 0.000245796 0.000173119 0.000152998 0.000152008 0.000243707 0.000173746 0.000264462
threshold=0.084445000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10625000000000001 0.117025 0.08844500000000001 0.27020000000000005 0.41666000000000009 0.085195000000000007 -0.093039999999999984 0.024250000000000004 -0.11652999999999998 -0.23071499999999998 -0.084074999999999997 -0.094359999999999986 0.0057500000000000008
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 9 -9 10 -3 13 -11 -12 15 -15 -17
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 12 11 -13 -14 14 -16 16 -18
leaf_value=0.00062642798763785359 -0.00078142786332795688 -0.00084630066750084651 0.00073334345171067875 -0.0009179406317092973 -0.00090014249413224656 -0.00077752356734705 -0.00072603105029538128 0.0010937835733201835 0.00023970848574807329 0.00085740766617188678 -0.0005875205381799043 0.00066672245371090599 -1.7107184703188854e-05 -0.00058941997003725201 0.00067697260819947838 -0.0003494550699574259 0.00065285048017343201
leaf_weight=0.0019656036782522103 0.0010350240218365827 0.0010291769490952717 0.0011161194174818421 0.0011091956120433599 0.0010750214553679185 0.0010118558089309273 0.0010108892086669449 0.0010287748141275801 0.0019793625358871889 0.0012089477708094876 0.0012986741796781037 0.0011063440680403464 0.0011256921648238752 0.0015944398788265094 0.0014133590978383445 0.0016949163059562962 0.0014011371066349199
leaf_count=280 85 178 49 623 314 98 295 99 127 61 170 226 553 105 279 329 39
internal_value=0 2.72172e-05 -3.1079e-05 -7.5777e-05 -2.38195e-05 3.19123e-05 8.34506e-05 0.000138441 0.0005318 3.87767e-05 -5.83893e-05 3.69113e-05 0.000435743 -5.72171e-05 5.56119e-05 -0.000131619 0.000104144
internal_weight=0 0.0221695 0.0202039 0.0190878 0.0179786 0.0169036 0.0158917 0.0148808 0.00300814 0.0118727 0.00953805 0.00850887 0.00233464 0.00740253 0.00610385 0.00469049 0.00309605
internal_count=3910 3825 3545 3496 2873 2559 2461 2166 226 1940 1326 1148 614 922 752 473 368
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 2 52 150 47 1 0 1 15 4 0 47
split_gain=0.0002421 0.000171862 0.000189977 0.00015695 0.000319168 0.000264963 0.000232477 0.000246264 0.000217685 0.000210087 0.000369114 0.000224457 0.000189889 0.000185466 0.000163449 0.000149685 0.000145695
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.088565000000000019 -0.0043499999999999988 0.12649500000000002 0.10910500000000002 0.092885000000000009 0.086420000000000011 0.081905000000000019 0.076710000000000014 -0.10462499999999998 0.11198000000000001 -0.029114999999999999 -0.0031049999999999997 -0.014809999999999999 0.10589000000000001
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 14 -12 15 -9 -6 -8 -11
right_child=-2 -3 3 -5 5 -7 12 13 -10 16 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00058657397361429526 -0.0007582338419656596 -0.00062391433428713589 -0.00085432859459201604 0.00062322718224668971 -0.00031747198854730141 -0.0007574252532348008 -0.00016664173296346724 2.833912644234614e-05 -0.00048026102658155928 -0.0006592559619400635 0.0013176407744501235 0.00033688154301968589 0.0010693386173060721 -0.00091252235145357385 0.00048109267641214648 0.00068407420674144949 0.00011240830774995386
leaf_weight=0.0016930857962187502 0.0011114878030015476 0.0010385352651933735 0.0011649633143787841 0.0010682788439076987 0.0017752756479168059 0.0010640432662571133 0.001247669674446665 0.0010043960719177195 0.001489485544148351 0.0010079564642810433 0.0013207435879900586 0.0011978562607665166 0.0010092423926372687 0.0012862343915085806 0.0011285588428904215 0.001005413366902185 0.0019004712596469853
leaf_count=270 126 87 548 139 634 86 216 176 173 127 59 443 165 341 162 65 93
internal_value=0 2.71237e-05 6.03263e-05 1.26051e-05 -2.44533e-05 3.43624e-05 8.91649e-05 -1.555e-05 9.74434e-05 0.000200732 0.000391548 0.000851188 0.000477906 -0.000499973 -7.11435e-06 0.000212981 -0.000155023
internal_weight=0 0.0214022 0.0203637 0.0186706 0.0176023 0.0164373 0.0153733 0.012111 0.00982035 0.00833086 0.00542243 0.0025186 0.00326233 0.00229063 0.00290383 0.00225308 0.00290843
internal_count=3910 3784 3697 3427 3288 2740 2654 2208 1691 1518 1298 502 446 517 796 281 220
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=12
num_cat=0
split_feature=42 376 133 43 15 484 160 12 52 151 2
split_gain=4.94128e-05 0.000123005 8.04106e-05 0.000106601 0.000104219 9.0892e-05 0.000194447 0.000111476 9.59347e-05 0.000142955 0.000141996
threshold=-0.10770999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.15648499999999999 0.079360000000000014 0.084225000000000008 -1.0000000180025095e-35 -0.0089849999999999982 1.0000000180025095e-35 -0.0088999999999999982 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 -9 -11
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=-0.0021460494757678758 0.0030120654460868367 0.0032813069456232805 -0.0021875584428201408 -0.0038781413511047472 -0.00314617285605978 0.0028017477399060174 -0.0027591614735955668 -0.0026716545373676134 0.0032875179136380136 -0.00057425253724419187 0.0037081893943774129
leaf_weight=0.0011153147451269585 0.0012850542355761227 0.001248798288394728 0.0018335164565281186 0.0013344148185764947 0.0011541395467101158 0.0012587840709581887 0.0010087158825702533 0.0013165052012831108 0.001507215531377692 0.001850930958955244 0.0015627362794502983
leaf_count=241 104 197 1188 323 784 196 169 154 115 164 275
internal_value=0 0.000134408 -0.000144067 0.000161083 -0.000172177 0.00017667 -0.000208436 0.000467363 0.000989159 0.000256814 0.0013862
internal_weight=0 0.0153608 0.014112 0.0122785 0.0109934 0.0098393 0.00858052 0.0072461 0.00623739 0.00473017 0.00341367
internal_count=3910 3669 3472 2284 2180 1396 1200 877 708 593 439
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 2 41 160 133 3 133 150 16 13 0 4
split_gain=0.000220967 0.000190842 0.000266321 0.000192766 0.000388806 0.000229229 0.000213142 0.000225326 0.000219988 0.000194383 0.000264854 0.00026033 0.000225303 0.000155987 0.000206189 0.000209159 8.47608e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 0.11542500000000001 0.077300000000000021 -0.092169999999999988 0.098810000000000023 -0.12008499999999998 -1.0000000180025095e-35 0.090480000000000019 0.24895000000000003 -0.083514999999999992 -0.23029999999999998 -0.0065549999999999992
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 -6 10 -10 -12 13 14 -13 -16 -17
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 11 12 -14 -15 15 16 -18
leaf_value=0.00073030363669195075 -0.00080630225692406737 -0.00073533656847875263 -0.0010628713083283546 0.00076647519908732255 -0.00073929191347257947 -0.00077307695693710045 0.00071438995144510267 -0.00080465661339138548 0.00089263719820621235 -0.00061300212410029457 -0.00076614869750443379 0.001030959696525359 -0.00049082182969376552 -0.00016899277667264357 0.00095629370081570385 0.00040362747597420579 -0.00025377540792529698
leaf_weight=0.0017725010917690317 0.0011149715065689172 0.0010424652112656077 0.0011581443160097243 0.001007286447680499 0.0010058821423394705 0.0011080244465411079 0.0015616226321985742 0.0010347934745791329 0.0016081978192961062 0.0010196962340945368 0.0010219428171777895 0.0015762072564442509 0.0012919015237093934 0.0015673199464422832 0.001007997807661809 0.0010271076745390212 0.0017234121109637561
leaf_count=271 126 84 551 130 388 86 296 84 139 391 697 129 138 152 22 146 80
internal_value=0 2.07308e-05 5.91933e-05 -4.35233e-06 -4.81889e-05 2.27995e-05 7.98916e-05 8.5279e-06 7.40143e-05 0.000143088 0.000214316 9.59471e-05 0.000203467 0.000333422 0.000481029 0.000250405 -8.28597e-06
internal_weight=0 0.0215345 0.020492 0.0187195 0.0177123 0.0165541 0.0154461 0.0138845 0.0128497 0.0118438 0.0108241 0.00921589 0.00819395 0.00690204 0.00533472 0.00375852 0.00275052
internal_count=3910 3784 3700 3429 3299 2748 2662 2366 2282 1894 1503 1364 667 529 377 248 226
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=12
num_cat=0
split_feature=49 3 12 2 43 15 2 3 1 2 13
split_gain=5.00484e-05 0.00017454 0.000113129 0.000116953 0.000134441 0.000112698 8.90903e-05 0.000114511 0.000148505 8.0968e-05 8.66242e-05
threshold=-0.029304999999999998 -0.12008499999999998 1.0000000180025095e-35 0.08400500000000001 -0.074254999999999988 -0.073314999999999991 0.083795000000000022 -0.013944999999999997 0.10521500000000002 0.10393500000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -3 -2 -8 -9 10 -5
right_child=2 5 3 9 -6 -7 7 8 -10 -11 -12
leaf_value=0.0052479454519592985 0.0028471153078242955 0.0017434966189441695 -0.0011723531409431073 0.0032437902780706128 -0.0068902653729451865 -0.0024674321149570936 0.0027529839176867977 -0.0050632409516954508 0.00042115637293544127 -0.0027738942897142251 -0.0013628224628889839
leaf_weight=0.0010471078536856693 0.0018507330613695668 0.0018853363412774174 0.0013152515378626536 0.0011954679918143212 0.0010081970985891739 0.0016577415092100109 0.0012485906905591467 0.0010514123217865161 0.0019676081126711641 0.0011515908395509471 0.0010769191040583851
leaf_count=69 195 208 300 494 519 282 134 203 208 411 887
internal_value=0 0.00102215 -0.000426535 -0.0016134 -0.00365349 -0.00022672 0.000688375 -0.000247804 -0.00148885 -0.00022903 0.00106065
internal_weight=0 0.00459019 0.0118658 0.00574743 0.00232345 0.00354308 0.00611834 0.00426761 0.00301902 0.00342398 0.00227239
internal_count=3910 559 3351 2611 819 490 740 545 411 1792 1381
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=19
num_cat=0
split_feature=1456 14 11 157 403 160 52 0 3 457 42 151 43 4 1 3 4 48
split_gain=0.000312139 0.000266676 0.00020616 0.000181167 0.000177397 0.000225537 0.000197264 0.000189641 0.00029077 0.000228703 0.000196529 0.000288701 0.000303807 0.000246786 0.000149776 0.00013154 0.000124856 0.000132073
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.10433000000000002 0.12346000000000001 -0.12008499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084639999999999979 -0.074254999999999988 0.17888000000000001 0.11198000000000001 -0.078669999999999976 -0.0017649999999999999 0.089715000000000017
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 14 7 8 -7 -10 -11 -12 15 16 -5 -13 -14 -18
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 11 12 13 -15 -16 -17 17 -19
leaf_value=-0.00096256103425589404 0.00064224287967227828 -0.00082379734253123908 -0.00061100416035030178 -0.00085444446869574844 -0.00063903550323838525 0.0010539434334407433 0.00071301307373575966 -0.00049648505295493987 -0.0006575792732331563 -0.00039752756247052112 -0.00052427430753849264 0.00056604238428997094 0.00042770444418508416 0.00090137626854419671 2.1742611636996225e-05 0.0014150016378496881 -0.00072056551794404599 0.00012945711591212441
leaf_weight=0.001003415965429552 0.0018069334908164146 0.0010550385685523236 0.0012549925861442537 0.0011185362437247512 0.0010262885996516228 0.0010564175534024641 0.0018859709950653789 0.0013935560664830602 0.0010946355416324447 0.0014733471435003781 0.0011092243107692669 0.0011959986249390209 0.0010402316758487025 0.0010480530507457628 0.0012550495346433099 0.00102955870434386 0.0011292018751883903 0.0010880771622683305
leaf_count=369 403 106 123 463 465 74 164 59 100 584 121 84 304 112 113 131 98 37
internal_value=0 3.03741e-05 7.32752e-05 0.000116755 6.38392e-05 0.000106478 0.00018769 0.000109422 0.000184378 9.43903e-05 0.000184709 0.000296986 0.000436466 0.000166482 -0.000391155 0.000958777 -6.99592e-05 -0.000303437
internal_weight=0 0.0220611 0.0210061 0.0197511 0.0179441 0.0169179 0.0145443 0.0126583 0.0112647 0.0102083 0.00911369 0.00764035 0.00653112 0.00430556 0.00237359 0.00222556 0.00325751 0.00221728
internal_count=3910 3541 3435 3312 2909 2444 1868 1704 1645 1571 1471 887 766 551 576 215 439 135
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=13
num_cat=0
split_feature=1 0 15 16 159 14 15 16 52 49 47 52
split_gain=4.7856e-05 0.00013684 8.83823e-05 0.000130755 6.41903e-05 7.8644e-05 0.000111212 8.95217e-05 0.000137952 0.000119684 9.31781e-05 6.13875e-05
threshold=0.076710000000000014 -0.084074999999999997 0.024640000000000006 0.20277000000000003 0.073745000000000019 -0.075274999999999995 -0.15202999999999997 -0.27337499999999998 1.0000000180025095e-35 -0.081419999999999979 0.10843500000000002 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -7 -8 9 -9 11 -11
right_child=4 2 -4 -5 -6 6 7 8 -10 10 -12 -13
leaf_value=-0.0035110460644428797 -0.0024625323901988879 -0.002832854458145012 0.0025150610028110681 0.0013068788344183062 0.0022287531131716474 0.0030780989019177068 -0.002087205877857613 0.0023078562869312588 0.0029086433900477344 -0.0038912585343624283 0.0012136020580077662 -0.00093703245211895314
leaf_weight=0.0012466339074008138 0.0010021257733703092 0.001373811907104127 0.0010059178184463266 0.001366100071244776 0.0013894244348748525 0.0011571612384451294 0.001576383975828907 0.0011508756637146926 0.0015347426952239292 0.0010717323614621464 0.0010312549431901186 0.0015371814411840384
leaf_count=1009 105 227 571 201 380 172 158 125 248 218 61 435
internal_value=0 -0.000791899 0.000113049 -0.000768814 0.000319745 5.61234e-05 0.000334732 -6.69951e-05 0.000436441 -0.000355494 -0.00119754 -0.00215062
internal_weight=0 0.00499246 0.00374583 0.00273991 0.0114509 0.0100615 0.00905933 0.00790217 0.00632579 0.00479104 0.00364017 0.00260891
internal_count=3910 2008 999 428 1902 1522 1417 1245 1087 839 714 653
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=18
num_cat=0
split_feature=14 38 124 483 160 43 3 48 4 49 457 133 12 42 16 4 3
split_gain=0.000203363 0.000170283 0.000292803 0.000167084 0.000208082 0.000297955 0.000303158 0.000186404 0.000206071 0.000126288 0.000185153 0.000210974 0.000143079 0.00019678 0.000132111 0.000229622 8.55702e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 1.0000000180025095e-35 -0.098319999999999991 0.18078000000000002 0.15165000000000003 0.12675000000000003 0.27020000000000005 -0.085974999999999982 0.082870000000000013 1.0000000180025095e-35 0.097510000000000013 0.090240000000000015 0.064860000000000015 -0.0025899999999999994 -0.078244999999999995
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 -6 11 12 13 14 15 -11 -10
right_child=-2 -3 3 -5 5 -7 -8 -9 16 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00066398857689315696 -0.0007096868750590678 -0.00062850966484662141 -0.00065333194046030278 -0.00064045684515899224 -0.00041863404801954611 -0.00076631068833463438 0.00097729892297420068 -0.00057060356049308005 0.00088492087739763391 0.00067053005055910109 0.00053629448337328561 -0.00063511576816096952 -0.00042072124468418143 0.00082612904049506812 -0.00034142918579320745 -0.00020292357576809014 0.00024210863815683734
leaf_weight=0.0018166911952680288 0.0010483929751570189 0.0010119449663220084 0.0010997892113080087 0.0010351315751746483 0.0014141716161633301 0.0010361180556532302 0.001008691108351902 0.0011018999396108517 0.001110007198409646 0.0015956503376476857 0.0019731595793794901 0.0012018342253447348 0.0011514034097014902 0.0010597510432980156 0.0014648174129216207 0.001521078777385532 0.0010357967627276201
leaf_count=271 126 84 346 434 104 210 116 73 88 507 127 748 139 160 157 117 103
internal_value=0 1.57104e-05 4.73168e-05 -1.22442e-05 2.43416e-05 6.90388e-05 0.000124385 6.55778e-05 0.000117398 3.11969e-05 9.50169e-05 -1.38964e-05 9.60161e-05 0.000201484 5.69976e-05 0.000244252 0.00057463
internal_weight=0 0.0216379 0.020626 0.0188093 0.0177742 0.0166744 0.0156383 0.0146296 0.0135277 0.0113819 0.00996769 0.00799454 0.0067927 0.0056413 0.00458155 0.00311673 0.0021458
internal_count=3910 3784 3700 3429 2995 2649 2439 2323 2250 2059 1955 1828 1080 941 781 624 191
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 0 4 52 2 3 43 16 1 15 12
split_gain=0.000209232 0.000189077 0.000244757 0.000192028 0.000295396 0.00024822 0.000203591 0.000211356 0.000142946 0.000164502 0.000172181 0.000251803 0.000224611 0.000205742 0.000194278 0.000158145
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 -0.18087499999999998 0.0057500000000000008 0.11401500000000002 0.11260500000000001 -0.074234999999999982 -0.078644999999999979 0.24895000000000003 0.088385000000000005 -1.0000000180025095e-35 0.085775000000000004
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 -6 9 10 11 15 13 -12 -13 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10 -11 12 14 -14 -15 -16 -17
leaf_value=0.00067315160560073523 -0.00075254766256766653 -0.00066976224178449267 -0.00088527485438916437 0.00073275200540980925 -0.00010571290496458995 -0.00078355977098672615 0.0003479496836850552 0.00086147677404122924 -0.00051769164506173615 0.00061055486527382906 0.00042405428122490913 0.00092021370666170584 -0.00096564114282067623 -0.00049133897669256766 -3.5026102750158391e-05 -0.00049921588391305268
leaf_weight=0.0017585579730545224 0.0010525937977178259 0.0010751575014527606 0.0011166941265521582 0.0010008914766779222 0.0010611497968255829 0.0010396906716461296 0.0010130318286449575 0.0017342993053066635 0.0014596145095250009 0.0013424108709742194 0.001380791139492619 0.0016003220772540972 0.0010736582290441499 0.001484675201182728 0.0010131184652925969 0.0017533205013312014
leaf_count=270 126 87 551 130 45 86 156 61 435 255 121 187 101 131 797 371
internal_value=0 2.74229e-05 6.52192e-05 6.06768e-06 -3.65342e-05 2.28653e-05 7.90742e-05 0.000494332 -1.66967e-05 5.18931e-05 -2.85833e-05 0.00016996 -0.000299741 -5.02356e-05 0.000549908 -0.000188986
internal_weight=0 0.0209074 0.0198322 0.0180737 0.0170728 0.0159561 0.0149164 0.00279545 0.0121209 0.0106613 0.00931892 0.00537979 0.00393912 0.00286547 0.00261344 0.00276635
internal_count=3910 3784 3697 3427 3297 2746 2660 106 2554 2119 1864 1511 353 252 984 527
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=12
num_cat=0
split_feature=150 2 41 157 160 1 4 4 3 43 2
split_gain=4.94455e-05 0.000129549 0.000114765 8.54796e-05 0.000130762 0.000104723 0.00013963 0.000155902 0.000137682 8.1744e-05 5.86726e-05
threshold=0.08486500000000001 0.090695000000000012 0.075585000000000013 -0.073574999999999988 -1.0000000180025095e-35 0.10113500000000002 -0.078094999999999984 0.05309500000000001 -0.074234999999999982 0.070805000000000021 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 9 -8 -7 -6 -10
right_child=1 -3 -4 4 5 8 7 -9 10 -11 -12
leaf_value=0.0019574122610892357 -0.00086898121276976525 0.0023545523078579598 -0.0029349981731281124 -0.0022273013123098933 -0.00050762755506413861 0.0036197390100753605 -0.00378454019546892 0.00038830208997881496 -0.001423141444681071 0.0025500010637332046 0.0012894589227166414
leaf_weight=0.0013658493803405383 0.0016420377010821349 0.0019079691880152586 0.0010418655990437906 0.0019816765479975995 0.0014357959950956202 0.0011885906179266298 0.0014599357416853957 0.0011200028556852815 0.0010118439003077733 0.0010878938632769806 0.0012765508940820133
leaf_count=383 224 229 191 753 721 129 651 221 154 73 181
internal_value=0 0.000863523 -0.000257108 -2.32069e-05 -0.000279328 0.000170553 -0.000596635 -0.00197303 0.00129666 0.000810433 9.00469e-05
internal_weight=0 0.00355001 0.01297 0.0119281 0.0105623 0.00858061 0.00510363 0.00257994 0.00347699 0.00252369 0.00228839
internal_count=3910 453 3457 3266 2883 2130 1666 872 464 794 335
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=19
num_cat=0
split_feature=14 38 124 3 48 484 4 0 150 3 151 43 43 15 12 13 47 2
split_gain=0.00027518 0.000213243 0.000325112 0.000196404 0.000195142 0.000216506 0.000231945 0.000258744 0.000231735 0.000172394 0.000159472 0.00020373 0.000323254 0.00030662 0.000164356 0.00015933 0.000210841 0.000155215
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.16699000000000003 0.12649500000000002 -0.0043499999999999988 0.28937500000000005 -0.230625 0.088380000000000014 0.11265500000000002 -0.0074049999999999993 -0.074254999999999988 -0.079109999999999986 -0.017214999999999998 0.084380000000000024 -0.10939499999999998 0.09023500000000001 0.088055000000000008
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 -7 10 -8 -9 12 13 -12 -15 -13 17 -17
right_child=-2 -3 3 -5 -6 6 9 8 -10 -11 11 15 -14 14 -16 16 -18 -19
leaf_value=0.00073218369071564686 -0.00078765953866100319 -0.00070683726921510158 -0.0006791104850088983 0.00060014138938332354 -0.00068625616688626858 0.0007470675095383602 0.00093230971875467837 0.0005126152408900179 -0.0008531734454089616 2.836643871792e-05 -0.000801753252703032 0.00016889753363170864 0.0009273255960719404 0.0007479569014070764 -0.00013443421975124241 -0.00034071588650723503 8.5572099348048099e-05 -0.001205812220049124
leaf_weight=0.0018994952952620233 0.0011998623189672366 0.0010331949316080826 0.0011982650162594933 0.0014410069825224183 0.0012267782423898066 0.0010974329934842998 0.0013511544398418377 0.0013326801947667654 0.0010492285046023722 0.0010500975456309014 0.0011880973709132159 0.0011897312309510294 0.0011100142860348558 0.0010185545329370882 0.0014089583602138744 0.0010478848396657213 0.001037134249136545 0.0013032355084885601
leaf_count=271 126 84 545 140 104 37 161 185 183 41 254 66 96 43 251 678 89 556
internal_value=0 3.53627e-05 7.19663e-05 6.13623e-06 -4.24726e-05 5.73619e-06 5.9781e-05 -2.98644e-05 -0.000102829 0.000537004 -2.88105e-05 -0.000106366 0.00013738 -0.000105138 0.000235806 -0.000357973 -0.000542975 -0.000820242
internal_weight=0 0.0219829 0.0209497 0.0190503 0.0176092 0.0163825 0.0151842 0.012783 0.0116855 0.00240125 0.0106363 0.00930361 0.00472562 0.00361561 0.00242751 0.00457799 0.00338825 0.00235112
internal_count=3910 3784 3700 3429 3289 3185 2640 2438 2401 202 2218 2033 644 548 294 1389 1323 1234
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=13
num_cat=0
split_feature=15 11 16 16 2 133 159 150 4 47 16 4
split_gain=4.71855e-05 9.90958e-05 8.65496e-05 6.93878e-05 9.39344e-05 9.36819e-05 8.13336e-05 8.97382e-05 9.2241e-05 0.000215213 0.000163831 7.62956e-05
threshold=-0.24219999999999997 0.079700000000000007 -0.23935499999999996 -0.41862999999999995 0.10910500000000002 0.087330000000000019 0.085035000000000013 0.086420000000000011 -0.0040999999999999986 0.086425000000000016 -0.0099649999999999982 -0.071454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 10 -10 -5 -6
right_child=1 -3 -4 4 11 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0032807505613897787 -0.0018316435655584354 -0.0029580208109764253 -0.00061551951465775091 -0.0027094410252954939 0.0038690003795198648 -0.0028601957505537991 -0.0023319450016027247 -0.0018937627829592532 0.0047658903363014017 -0.00017790147651163311 0.0017610383670333709 0.00045830707392018245
leaf_weight=0.0010218452721192939 0.0016058272218173889 0.0010876784403422426 0.0010254833098466175 0.0013217578584506001 0.0010424077339066251 0.0010270582824921772 0.0010217781526149624 0.001161893598610575 0.001465437853071498 0.0017163876939075371 0.0016605056995149649 0.0013531253906423632
leaf_count=192 263 219 125 837 72 740 263 135 256 120 338 350
internal_value=0 -0.000207715 0.00132915 1.59244e-05 0.000267988 -0.000159887 0.000172343 0.000521624 0.00097691 0.00209904 -0.000220306 0.00194246
internal_weight=0 0.0144639 0.00204733 0.0133762 0.0117704 0.00937482 0.00834776 0.00732598 0.00616409 0.00318183 0.00298226 0.00239553
internal_count=3910 3593 317 3374 3111 2689 1949 1686 1551 376 1175 422
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=13
num_cat=0
split_feature=52 52 51 42 50 16 1 4 151 12 3 3
split_gain=4.92525e-05 8.50769e-05 7.32652e-05 0.000139034 8.90238e-05 0.00010817 0.000181823 0.000125088 9.84055e-05 0.000136766 8.0534e-05 0.000146444
threshold=-0.27466499999999994 -0.11051499999999999 -0.07742499999999998 -1.0000000180025095e-35 0.086465000000000014 -0.094359999999999986 0.10004000000000002 0.17888000000000001 -0.0008699999999999999 0.092475000000000016 0.094625000000000015 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 10 -5 -9 -10 11 -7
right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0019483244046996455 0.0027797464599180169 -0.0021966367648815904 -0.0031494045007306104 -0.0022970303159318538 -0.0022499026564751943 0.0022168944532657644 0.0057398229249288439 -0.0014858369058781613 0.0049506219057572519 -9.6000429170941883e-05 0.0034000993038196207 -0.0024862897251402552
leaf_weight=0.0012795695573983553 0.0011897136199002312 0.0015279761829221057 0.0011901600810987198 0.0018843627718853955 0.0010882773098637071 0.0014839378399362758 0.0010420332522513669 0.001123308569428938 0.0010456503811793576 0.0012284644703723369 0.0010007621472425399 0.0013121520315013051
leaf_count=425 278 341 856 219 413 240 181 126 214 73 25 519
internal_value=0 0.000147266 -7.76119e-05 0.000183521 0.00053741 0.00083713 0.00194489 -0.000177744 0.000997707 0.00222446 0.000903389 9.77918e-06
internal_weight=0 0.0151168 0.0139271 0.0123991 0.0112089 0.0101207 0.00483889 0.00528179 0.00339742 0.00227411 0.00379685 0.00279609
internal_count=3910 3485 3207 2866 2010 1597 965 632 413 287 784 759
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=12
num_cat=0
split_feature=48 4 0 0 42 15 49 52 52 1 0
split_gain=4.77548e-05 9.64052e-05 0.000104475 0.000151244 7.91638e-05 7.31009e-05 7.29181e-05 0.000127396 0.000167356 0.000136269 0.00010902
threshold=0.12862000000000004 0.28937500000000005 -0.23029999999999998 -0.15517999999999996 0.091955000000000023 -0.43091499999999999 -0.085174999999999987 -0.11271999999999999 -0.048794999999999991 0.095575000000000007 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -3 -5 -8 -9 10 -10
right_child=-2 5 3 4 -6 -7 7 8 9 -11 -12
leaf_value=0.0022895771298461253 -0.0019543840739670287 0.00036366157139668158 -0.0040232739703636635 -0.0021545816457764783 -0.0019329890586737872 0.003530771975861637 -0.0023128178417838592 0.0042323028794859652 -0.002759494708153508 0.0025988804192882469 0.00070422082074290883
leaf_weight=0.0013276444995613543 0.0010630735025920169 0.0014796518516781293 0.0010076916208414397 0.0010192065175302096 0.0018786709748196172 0.0011728942469504617 0.0011718517563959674 0.0012235133377051467 0.0014210055625310117 0.0015909785933885326 0.0019154340137984517
leaf_count=79 123 208 107 153 660 193 463 299 1402 139 84
internal_value=0 0.000122814 -0.000223917 -0.000521113 -0.000175822 0.00176408 0.000219903 0.000550391 0.00109588 0.000317082 -0.000770992
internal_weight=0 0.0152085 0.012556 0.0112284 0.0102207 0.00265255 0.00834199 0.00732278 0.00615093 0.00492742 0.00333644
internal_count=3910 3787 3386 3307 3200 401 2540 2387 1924 1625 1486
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=13
num_cat=0
split_feature=124 1 0 42 132 52 47 160 13 4 4 0
split_gain=4.60672e-05 4.84973e-05 0.000180925 0.000105115 8.17149e-05 0.000118702 0.000118784 0.000105808 0.000115344 9.49233e-05 0.000123564 6.50295e-05
threshold=-0.061329999999999989 0.12730000000000002 -0.053834999999999994 0.092395000000000019 0.080815000000000012 -0.088354999999999989 0.09252500000000001 -0.080734999999999987 0.0047850000000000011 0.05309500000000001 -0.0010999999999999996 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 9 10 11 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0016658312221368102 -0.0032979640593157498 0.0045306802951697043 -0.0012876751689779107 -0.002990773858188793 0.0025602681953403312 -0.0023949034684814774 -0.0030580815951742942 0.0044319701098936744 -0.0020020700787768625 0.00418495746614575 -0.0015327205915979462 0.00074236459589169951
leaf_weight=0.0016109273481604474 0.0013374893394866956 0.0010097052003861682 0.0013900492684370703 0.0015723012386591696 0.0011349708223896146 0.0011018637249176188 0.0011440370920793013 0.0010020407413725697 0.0010503846536865959 0.0013434816089369778 0.0013706709815412164 0.001092990842254084
leaf_count=310 540 141 127 663 275 458 168 379 231 160 130 328
internal_value=0 -0.000198573 0.00116042 -0.000466983 -9.18471e-05 -0.000410611 6.58334e-05 0.000579215 0.00113848 0.00182442 0.000909356 0.00250708
internal_weight=0 0.01455 0.00239975 0.0121502 0.0105779 0.00944296 0.00810547 0.00696143 0.00585957 0.00480918 0.0034657 0.00209503
internal_count=3910 3600 268 3332 2669 2394 1854 1686 1228 997 837 707
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=12
num_cat=0
split_feature=48 4 15 48 151 49 0 52 12 0 15
split_gain=4.3051e-05 7.96353e-05 9.03165e-05 0.000123407 8.74371e-05 8.70208e-05 8.03676e-05 0.000138965 0.000120227 8.3825e-05 6.24886e-05
threshold=0.12862000000000004 0.28937500000000005 -0.11739999999999999 0.093225000000000016 -0.076429999999999984 -0.069934999999999983 -0.053834999999999994 0.092550000000000007 0.090385000000000007 -0.12329499999999999 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 9 -7 -3
right_child=-2 10 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0028372720411520514 -0.0018586266222738669 0.00033491117009284266 0.0016803747085120725 0.0031965572311550708 -0.0029292931975430643 0.001330664227921573 -0.0030292348588758298 0.00082085136970127908 0.0030161632767240504 -0.0021069535049939598 0.0032889027066200791
leaf_weight=0.0010633531255934371 0.0010565642971969531 0.0014746519142366157 0.0017331548418815 0.001018838572524188 0.0012822571609756072 0.0011875933040952666 0.0018887965925804026 0.001518078967879477 0.0013102357087736785 0.0013731362186708493 0.001139818948093659
leaf_count=262 123 208 400 174 151 125 307 75 843 1049 193
internal_value=0 0.000120226 -0.000197202 5.0969e-05 -0.000260385 -0.000653329 -0.000252335 -0.00131366 0.000681752 -0.000512684 0.00162275
internal_weight=0 0.0149899 0.0123754 0.0113121 0.0102933 0.0085601 0.00727784 0.00340688 0.00387097 0.00256073 0.00261447
internal_count=3910 3787 3386 3124 2950 2550 2399 382 2017 1174 401
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=11
num_cat=0
split_feature=39 48 2 52 4 0 3 4 39 2
split_gain=4.32315e-05 0.000105867 0.000107815 0.000101197 9.26583e-05 0.000211263 0.00013139 0.000127806 9.25433e-05 7.12243e-05
threshold=0.005105000000000001 0.11930500000000001 0.11542500000000001 0.11401500000000002 0.074650000000000008 -0.11756999999999999 0.090325000000000003 -0.0021099999999999995 0.092870000000000022 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -2 -1
right_child=8 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0017777145964925384 0.0027779515323092703 -0.0029032626028482954 0.0022520451417742107 -0.0029243618068873437 -0.001515155781370366 0.0033263088844249548 0.0014562546312236358 -0.0038727720087780152 -0.00049010873075668211 0.00074834332503396779
leaf_weight=0.001788882634053468 0.0012713031014281277 0.0010780769419158715 0.0015058681074671511 0.0010555564607325945 0.0012343919520154678 0.0017191986965438624 0.0017982066869223212 0.0012171919829557735 0.0015126311147306672 0.0017704745045413906
leaf_count=1248 215 115 336 483 98 131 149 352 244 539
internal_value=0 -0.000222334 1.67318e-05 -0.000301307 -1.07228e-05 0.00130292 -0.000600853 -0.00137528 0.00100227 -0.000521218
internal_weight=0 0.0131678 0.0120898 0.0105839 0.00952835 0.00295359 0.00657476 0.00477655 0.00278393 0.00355936
internal_count=3910 3451 3336 3000 2517 229 2288 2139 459 1787
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=17
num_cat=0
split_feature=14 38 124 124 133 42 160 475 160 4 1 47 12 3 4 16
split_gain=0.000259019 0.000264832 0.000283741 0.000233906 0.000327861 0.000249437 0.000272639 0.000274252 0.0001992 0.000375561 0.000196233 0.000368372 0.000182655 0.000126509 0.000238463 7.88527e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.050754999999999995 0.087825000000000014 0.0057500000000000008 0.12958500000000003 0.09252500000000001 0.099370000000000014 -0.08348499999999999 0.05309500000000001 0.041215000000000009
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 -4 7 -7 10 -10 11 12 13 -8 -15 -9
right_child=-2 -3 3 -5 -6 6 8 15 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00062432480907277904 -0.00069770416058214692 -0.00070724662204565481 -0.0005944814990852627 0.00065674097783089444 -0.00083632688774844732 0.00033889409180456201 0.00078367080064272821 -0.00080318878733271794 -0.00084687154537451315 0.00029849120773538918 0.00087179000739067336 -0.00042464609289884285 -0.00017717302523487794 -2.0133539994901305e-05 0.00081283305712997317 -0.00026749887053092325
leaf_weight=0.0018111943547463099 0.0011515098072973897 0.0010362918729220341 0.0013515891767762042 0.0011526896751778903 0.0010577160725403273 0.0010662727494293242 0.0019558389822867516 0.0013573710292373179 0.0010870983471649243 0.00151076574278175 0.0011085015447583795 0.0016323600524799989 0.0011157246063988602 0.0019518311247731981 0.0012418505568123628 0.0010973633962862162
leaf_count=271 126 84 750 49 607 246 177 434 172 68 101 130 100 405 71 119
internal_value=0 2.56831e-05 6.27366e-05 8.30593e-06 -3.43217e-05 1.71632e-05 7.18206e-05 -0.000290376 0.000181722 -0.000180796 0.000286293 0.000204113 0.000367931 0.000486036 0.000303762 -0.000563714
internal_weight=0 0.0215345 0.0204982 0.018687 0.0175343 0.0164766 0.015125 0.00352101 0.011604 0.00259786 0.00900611 0.00789761 0.00626525 0.00514952 0.00319368 0.00245473
internal_count=3910 3784 3700 3429 3380 2773 2023 799 1224 240 984 883 753 653 476 553
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=18
num_cat=0
split_feature=14 38 124 52 124 133 50 47 3 4 457 1 4 2 0 16 16
split_gain=0.000320343 0.000200455 0.000238746 0.000176817 0.000196364 0.000258344 0.0002852 0.000329287 0.000242804 0.000191969 0.000175049 0.000198978 0.000166627 0.000244606 0.000137547 0.000104064 9.63018e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.40083499999999994 0.10385500000000002 0.095090000000000022 0.10625000000000001 0.10887000000000001 -0.13927999999999999 -0.23071499999999998 -0.0034949999999999994 1.0000000180025095e-35 -0.0010999999999999996 0.097940000000000013 -0.084074999999999997 -0.055679999999999993 -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 -1 -4 5 6 7 8 15 -10 -11 14 -13 16 -12 -5 -14
right_child=-2 -3 3 4 -6 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18
leaf_value=0.00062803162289656693 -0.00082629576095640054 -0.00068073601674766818 -0.00058817179372052384 0.00099094491179837086 0.00073854716406641127 -0.00078950418468583185 -0.00077301389993804012 -0.0007602806986769904 -0.00053014541454494014 -0.00044141891877797141 -0.00054558951171778704 0.00081757760482345336 -0.00043392045047923569 0.00067609071715194727 0.00021100280185937662 0.00030018531826361535 0.0002167531551344375
leaf_weight=0.0018552918281688714 0.0012385199248098879 0.0010138317776074981 0.0012379483061011427 0.0012580351282929225 0.0010581278391381876 0.0010220257303898859 0.0010279938631821842 0.0010574635693818774 0.0012022381746610274 0.0011370645477778102 0.0011985163031780341 0.0018374877922419722 0.0012417986314165186 0.0018599549834041555 0.0014051624857389219 0.0011007884642000249 0.0012078731945272536
leaf_count=271 126 84 380 90 45 541 282 92 93 171 603 328 75 150 419 64 96
internal_value=0 3.15822e-05 6.64566e-05 1.11915e-05 5.33147e-05 9.52114e-06 6.209e-05 0.00012127 0.000190584 8.89143e-05 0.000164184 0.000242875 0.00040389 0.000227506 -0.000137269 0.000668589 -0.000113089
internal_weight=0 0.0217216 0.0207078 0.0188525 0.0176145 0.0165564 0.0155344 0.0145064 0.0134489 0.0110901 0.00988786 0.00875079 0.00614711 0.00430963 0.00260368 0.00235882 0.00244967
internal_count=3910 3784 3700 3429 3049 3004 2463 2181 2089 1935 1842 1671 649 321 1022 154 171
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=13
num_cat=0
split_feature=14 157 16 15 0 150 43 52 43 12 49 1
split_gain=5.28372e-05 5.87608e-05 9.17215e-05 0.000127156 0.00010466 9.49832e-05 8.42463e-05 0.000170719 0.000168657 7.09402e-05 6.88305e-05 8.96571e-05
threshold=0.018455000000000003 -0.073574999999999988 -0.055679999999999993 -0.089964999999999976 -0.08824499999999999 0.077110000000000012 -0.069494999999999987 -0.021309999999999996 0.088185000000000013 0.085325000000000012 0.0021350000000000002 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 7 -5 -8 -6 11 -3
right_child=-2 2 3 6 9 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0019441658834232186 -0.0021607343492800251 -0.0020343801241836223 -0.0039663373827124775 0.0028806615112177587 0.0042962034298766631 0.0017111870266549784 -0.0040306438561719359 -0.0018910355072209147 0.001272774624481095 0.00069245093402986642 -0.0029457963609363287 0.0017617995188937861
leaf_weight=0.0015043140703567886 0.0010012773204473293 0.0011095456914728885 0.0010699621672998118 0.0016090482310159096 0.0010353360709372149 0.0018555316025426552 0.0012697158029325939 0.0012400176218948927 0.0010021353673946472 0.0010058959954225661 0.0011382834308108301 0.0012200995441177011
leaf_count=490 159 235 271 308 248 174 487 215 70 870 261 122
internal_value=0 0.000131981 -6.91238e-05 -0.000936201 0.000659755 -5.36599e-05 -0.000303085 0.000803845 -0.00169126 0.00252032 -0.00099795 -4.6216e-05
internal_weight=0 0.0150599 0.0135556 0.00619088 0.00736469 0.00532346 0.00512092 0.00284907 0.00227185 0.00204123 0.00346793 0.00232965
internal_count=3910 3751 3261 1351 1910 792 1080 523 557 1118 618 357
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=18
num_cat=0
split_feature=43 40 42 34 2 156 158 457 52 133 0 0 3 16 48 16 3
split_gain=0.000216608 0.000292074 0.000220648 0.000200709 0.000215763 0.000220355 0.000231978 0.000271353 0.000314402 0.000215054 0.000137831 0.00030529 0.000290986 0.000202636 0.000205361 0.000125251 0.000113148
threshold=0.24789500000000006 -0.083709999999999993 -0.10770999999999999 -0.016844999999999995 -1.0000000180025095e-35 0.091280000000000014 0.085745000000000002 -0.0034949999999999994 0.28122000000000008 0.08845500000000002 -0.053834999999999994 -0.076099999999999987 -0.115685 -0.083564999999999987 0.087500000000000008 -1.0000000180025095e-35 0.076695000000000013
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 -6 9 10 11 13 -12 14 16 -15 -9
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 12 -13 -14 15 -16 -17 -18
leaf_value=0.00084417442178079318 -0.00077146346387952302 -0.00072631604369486735 -0.00068554460206965071 0.00063079527076627113 -0.00060974429148535003 -0.00070927518504972727 -0.00071115635211975036 0.00053094211882805629 -0.00068558871430558321 -0.00042713932249236982 0.00059196928293203666 0.0011425712456390193 -0.00055382966412131928 -0.00042650173693662211 5.5783857435129819e-05 0.00032882130361030625 0.0012449949652704585
leaf_weight=0.0011427707051148801 0.0010116771642503615 0.0011843054133636481 0.0010723406404425364 0.0016802977793413726 0.0013322328625227408 0.0011379312496188265 0.0010346875431370842 0.0016325737728596868 0.001069668845873833 0.0011469106225812003 0.001181795958335341 0.0014295949917998612 0.0013075249123768841 0.0013748325543927456 0.0016925021518465755 0.0011122914430655448 0.0010035393476981458
leaf_count=164 240 209 122 95 266 304 301 390 265 528 75 125 122 424 85 127 68
internal_value=0 2.08796e-05 -2.52557e-05 1.79679e-05 5.95641e-05 1.23684e-06 5.40183e-05 0.000109447 0.000183427 0.000261662 0.000335255 0.00043945 -9.86581e-06 0.00029197 0.000510699 -8.87062e-05 0.000802774
internal_weight=0 0.0215358 0.020393 0.0192087 0.0181364 0.0164561 0.0153182 0.0142835 0.0129512 0.0118816 0.0107347 0.00824533 0.00248932 0.00681574 0.00432862 0.00248712 0.00263611
internal_count=3910 3670 3506 3297 3175 3080 2776 2475 2209 1944 1416 1219 197 1094 543 551 458
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 2 49 42 150 160 52 0 12 15 3
split_gain=0.000221968 0.000178547 0.00039295 0.000196674 0.000314315 0.000224688 0.000215224 0.000216548 0.000256416 0.000135374 0.000146274 0.000179018 0.000201906 0.000201801 0.000263693 2.11832e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 0.11542500000000001 -0.085974999999999982 0.091955000000000023 0.090480000000000019 0.031805000000000007 0.11401500000000002 -0.13027499999999997 0.093125000000000013 -0.017214999999999998 -0.086834999999999982
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 -6 9 10 11 12 -9 14 -14 -16
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 -15 15 -17
leaf_value=0.00083284177142962446 -0.00075458923663298042 -0.00070335341675939369 -0.0009598279473690838 0.00074100819521124282 -0.00066903882466231831 -0.00076063917419169841 0.0006809103065600901 0.00077191643350826042 -0.00055123138416078511 -0.00040783536292478403 0.00072349690765628099 -0.00056134085629426099 -0.00078350847724000764 0.00053034287472169834 3.7684456330471932e-05 0.00040207320916124743
leaf_weight=0.0018754766924745985 0.0012264832847095055 0.0010206688134656852 0.0011519287840978032 0.0010153226365864345 0.0014322113396807107 0.001143728676764196 0.0015588921624358114 0.0016875913774772044 0.0018499789309184425 0.0011631548019788171 0.0016022230844940652 0.0010149260672863356 0.0013998296095649905 0.0019021057667782653 0.0010048138948807581 0.0010078912941242533
leaf_count=271 126 84 551 130 128 86 296 70 436 112 161 240 206 300 327 386
internal_value=0 2.18597e-05 5.74291e-05 -1.93757e-05 -6.24598e-05 -8.09959e-07 5.48134e-05 -1.45813e-05 5.96178e-05 0.000164422 0.000233618 0.000135717 0.00023675 6.68158e-05 -0.000191549 0.000220157
internal_weight=0 0.0218307 0.0208101 0.0189346 0.0179193 0.0167673 0.0156236 0.0140647 0.0126325 0.0107825 0.00961938 0.00801716 0.00700223 0.00531464 0.00341253 0.00201271
internal_count=3910 3784 3700 3429 3299 2748 2662 2366 2238 1802 1690 1529 1289 1219 919 713
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=17
num_cat=0
split_feature=1456 14 38 124 3 457 42 15 4 3 0 0 15 16 15 16
split_gain=0.000257985 0.000262697 0.000235292 0.000375885 0.000162153 0.000264678 0.000202882 0.000202557 0.000199677 0.000198758 0.000184481 0.000171191 0.000140273 0.000262225 0.000115843 0.000111865
threshold=-1.0000000180025095e-35 0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.100615 -0.0034949999999999994 0.092145000000000019 -1.0000000180025095e-35 -0.14963999999999997 -0.078669999999999976 -0.053834999999999994 -0.017269999999999997 -0.095799999999999982 -0.09601999999999998 -0.074174999999999977 -0.013279999999999998
decision_type=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 -5 -9 -7 12 -12 13 -11 -14 -16
right_child=1 -3 -4 4 5 9 -8 8 -10 10 11 -13 14 -15 15 -17
leaf_value=-0.00081994109918113534 0.00080612599521500154 -0.00076022331706364398 -0.00070128854287855027 0.00088921501564606794 -0.00082430309585029122 -0.00055946624810192388 -0.00030309085486830115 0.00061504987904227755 -0.00037657463779524995 0.00042236517120092254 -0.00076838364254064068 7.2849680091977722e-05 0.00081983015921339086 -0.00054645145680330567 -0.00011375671179143691 0.00051905620175319233
leaf_weight=0.0010048505713924826 0.0018937778431324997 0.0010752149233918531 0.0010084375687793848 0.0017091006029400363 0.0011193727347810429 0.0014366055561457489 0.0012100754025983207 0.0011302366112826423 0.0010586082651475827 0.0015568665507740154 0.0011113211115265087 0.0015727344510463957 0.0013236360785148435 0.001454799758573249 0.0013508349570530466 0.0016961768468117602
leaf_count=369 270 106 84 143 241 1251 61 127 99 178 124 131 137 103 301 185
internal_value=0 3.04141e-05 7.16162e-05 0.000111334 3.71233e-05 -6.26898e-05 0.00028377 0.000465954 0.000135463 1.1424e-05 9.28977e-05 -0.000275459 0.000226825 -4.56263e-05 0.000414561 0.000238511
internal_weight=0 0.0217078 0.0206326 0.0196241 0.0177304 0.0126223 0.00510802 0.00389795 0.00218884 0.011503 0.0100664 0.00268406 0.00738231 0.00301167 0.00437065 0.00304701
internal_count=3910 3541 3435 3351 3081 2651 430 369 226 2410 1159 255 904 281 623 486
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=13
num_cat=0
split_feature=14 48 11 16 2 0 13 13 39 0 1 4
split_gain=4.83239e-05 5.8372e-05 9.96527e-05 6.69752e-05 7.98374e-05 0.00010929 8.80802e-05 8.45321e-05 9.9661e-05 0.000128464 8.67433e-05 0.000170866
threshold=0.020750000000000005 -0.064549999999999982 0.079700000000000007 -0.41862999999999995 0.10910500000000002 -0.14070999999999997 -0.13934999999999997 -0.083514999999999992 0.005105000000000001 -0.053834999999999994 0.086560000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8 9 10 -9 -12
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 11 -13
leaf_value=0.0023975423560664119 -0.0022350797063516279 -0.0019292999890442339 -0.0029978353373744334 -0.002800176551234209 -0.0005310886472403725 0.0036916787750114837 0.002810771595355132 0.0023798213706032975 0.0024384387148052586 -0.0037824989502615149 -0.0041829717412467477 0.001314050747543493
leaf_weight=0.0011500509519482569 0.0010067032548857621 0.0014262164081320161 0.0011549444457310551 0.0010907124029587373 0.0011141728873565182 0.0016852243650243666 0.0012973160498702778 0.0012685363222259983 0.0013189242772236945 0.001197622624793916 0.0010580652807279101 0.0014906061925212821
leaf_count=190 153 297 185 64 55 447 703 985 148 168 411 104
internal_value=0 0.00013133 -5.34807e-05 0.000209164 0.000473886 0.002011 -1.94746e-05 0.000377972 -0.000120328 -0.000793295 0.000144547 -0.000968004
internal_weight=0 0.0152524 0.0141023 0.0129474 0.0115212 0.0027994 0.00872178 0.00763107 0.00633375 0.00501483 0.00381721 0.00254867
internal_count=3910 3757 3567 3382 3085 502 2583 2519 1816 1668 1500 515
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=13
num_cat=0
split_feature=52 52 51 42 50 16 1 15 15 150 43 2
split_gain=4.66902e-05 9.10983e-05 7.13413e-05 0.000117183 8.34078e-05 9.93211e-05 0.000135548 9.31054e-05 0.000138929 0.000224615 8.66974e-05 4.39339e-05
threshold=-0.37613999999999997 -0.14794999999999997 -0.07742499999999998 -1.0000000180025095e-35 0.086465000000000014 -0.08755499999999998 0.10080500000000002 0.024640000000000006 -0.14487999999999998 0.082590000000000011 -0.083899999999999988 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 10 8 -5 -10 -7 -12
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 -13
leaf_value=-0.0020375331003542347 0.0032513148526677723 -0.0022250924300791387 -0.002956917299491046 0.001508337877378055 -0.0022891145084678469 0.0031406956892357308 0.0054685849599554071 0.0022355086868577592 -0.0058904373920124322 0.00045754334505105807 -0.001877097138474575 0.0012120291377777678
leaf_weight=0.0012018813389846538 0.001004929055390129 0.0015605988192338707 0.0012110593990864475 0.0016518930777481627 0.0010743248062952274 0.0013407673803578005 0.0010096018595637489 0.0014458683294796271 0.0011752253096690164 0.001379710439462084 0.0010490439045743065 0.0010477189065173781
leaf_count=413 194 380 873 245 417 184 174 231 147 137 367 148
internal_value=0 0.000148481 -7.51076e-05 0.000195801 0.000537494 0.000838162 0.00203114 -0.000100386 -0.000903222 -0.00246242 0.00102156 -0.00033351
internal_weight=0 0.0149507 0.0139458 0.0123852 0.0111742 0.0100998 0.00444713 0.0056527 0.00420683 0.00255494 0.00343753 0.00209676
internal_count=3910 3497 3303 2923 2050 1633 873 760 529 284 699 515
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=19
num_cat=0
split_feature=14 38 124 484 160 43 3 15 48 42 15 1 2 1 133 3 1 0
split_gain=0.000241541 0.000212987 0.000262399 0.00024433 0.000157473 0.000248722 0.000300904 0.000215304 0.000227981 0.000208974 0.000212718 0.000165123 0.000152779 0.000202063 0.00031868 0.00016843 0.000140682 0.000105203
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.18078000000000002 0.15165000000000003 0.099325000000000011 0.11930500000000001 -1.0000000180025095e-35 -0.16430499999999995 0.10915500000000002 0.084235000000000018 0.091310000000000016 1.0000000180025095e-35 -0.115685 0.085990000000000011 -0.10071499999999999
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 7 8 9 -6 -11 12 17 14 15 -14 -17 -12
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19
leaf_value=0.00066141227505577959 -0.00078397929063265279 -0.00072567792375280037 -0.00069129013105462766 -0.00047256188118283702 -0.00036505084595756415 -0.0006850738717257438 0.0010268182642098047 -0.0006056867231780265 -0.00059477692820817307 0.00095684545693860447 0.0010142251318815952 -0.0003854163168240502 0.0010946765696334361 -0.00051816125917903137 -0.00045161663400822982 -7.9483412496206678e-05 0.00074148730304015784 0.00029711506691496432
leaf_weight=0.0018523820840197587 0.0010888553815809323 0.0010125804451439615 0.0013260592078672374 0.0014596488261194541 0.0014919024104650116 0.0010520799965809671 0.0010361470038886969 0.0011374813638526391 0.001046185628559502 0.0012344523227767685 0.0011780553019775653 0.0011193198063517975 0.0011112067385852242 0.0010269827669651121 0.0011726594782033306 0.001251853197371644 0.0010966927551478989 0.0011154311524192058
leaf_count=271 126 84 568 454 626 198 118 180 61 99 34 90 30 147 328 195 41 260
internal_value=0 2.37387e-05 6.03828e-05 1.33914e-06 5.37329e-05 0.000101535 0.000156639 9.21552e-05 0.000153953 0.000220344 0.000305081 0.000216395 0.000301096 0.000153437 0.000302327 0.000557871 0.000303883 0.000665461
internal_weight=0 0.0217211 0.0207085 0.0188562 0.0175301 0.0160704 0.0150184 0.0139822 0.0128447 0.0117986 0.0103067 0.0090722 0.00795288 0.00565939 0.00463241 0.00345975 0.00234855 0.00229349
internal_count=3910 3784 3700 3429 2861 2407 2209 2091 1911 1850 1224 1125 1035 741 594 266 236 294
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=12
num_cat=0
split_feature=1 0 133 159 131 52 3 47 150 4 13
split_gain=5.01931e-05 0.000112978 8.22772e-05 6.0625e-05 6.14373e-05 9.30723e-05 0.000103956 7.89103e-05 0.000114835 7.37757e-05 5.57806e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.073745000000000019 0.07635500000000002 1.0000000180025095e-35 0.094625000000000015 0.09252500000000001 0.087235000000000021 -0.0040999999999999986 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 7 -7 8 9 -2 -3
right_child=3 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0035009908536292739 -0.00092160399249791209 -0.00020409646307510847 -0.0018546826056874645 0.0023589031157996449 0.0021149358500764672 0.0036921668238108309 -0.00058087977968761001 -0.0028169565149631167 -0.0020383825129902094 0.002482336355783878 0.0029791165040380062
leaf_weight=0.0012289521533207829 0.0010612176968833337 0.0012440107467008208 0.0014444661401706478 0.0013467997996609625 0.0013072969626675155 0.001123260852515906 0.0011806370650147002 0.0015646616837515469 0.0019952385532176209 0.0016363644650928735 0.0010071511964340196
leaf_count=1009 478 406 547 380 367 137 77 132 148 183 46
internal_value=0 -0.000859983 1.82638e-05 0.000357775 8.46769e-05 -0.000225338 0.00150244 -0.000861474 -0.000209485 0.00114324 0.00122005
internal_weight=0 0.00492458 0.00369563 0.0112155 0.00986868 0.00856138 0.0023039 0.00625748 0.00469282 0.00269758 0.00225116
internal_count=3910 2008 999 1902 1522 1155 214 941 809 661 452
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=11
num_cat=0
split_feature=4 0 42 12 160 157 52 4 43 3
split_gain=4.78589e-05 6.68927e-05 0.000153738 0.000140379 0.000123642 0.000166677 8.00109e-05 0.000127391 0.00015985 7.40903e-05
threshold=-0.49837999999999999 -0.017269999999999997 -1.0000000180025095e-35 0.081660000000000024 -1.0000000180025095e-35 -0.056824999999999994 0.06136500000000001 -0.0040999999999999986 -0.074254999999999988 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 7 -6 -9 -10
right_child=1 3 4 -5 6 -7 -8 8 9 -11
leaf_value=-0.0018481269756251185 -0.0030783253318231603 0.0038137461127558097 0.0012366541831218608 -0.00028657840302770155 -0.00252301318975966 -0.0038584014363177133 0.0026077488739394208 0.003728461091939559 -0.0013265268422844429 0.0013495392269551327
leaf_weight=0.001180334853994095 0.0014529548210791424 0.0012571709563753601 0.0010029914505724612 0.0018565801450650676 0.0011776242553441169 0.0013553105649204032 0.0016909346470302677 0.0013507875495850858 0.0019868364168545514 0.0017441848913736513
leaf_count=176 1005 161 288 123 589 630 380 164 234 160
internal_value=0 0.000134034 -0.000192887 0.00136892 0.000213801 -0.00169146 0.000778956 0.000284922 0.000935614 -7.55144e-05
internal_weight=0 0.0148754 0.0117616 0.00311375 0.0103087 0.0023583 0.00795037 0.00625943 0.00508181 0.00373102
internal_count=3910 3734 3450 284 2445 918 1527 1147 558 394
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=19
num_cat=0
split_feature=133 50 48 14 15 158 15 3 48 16 16 150 0 12 2 3 42 43
split_gain=0.000181659 0.000191826 0.000213722 0.000226962 0.000262088 0.000243792 0.000212247 0.000224058 0.00017084 0.000280151 0.000295423 0.000141001 0.000216867 0.000255595 0.000140208 0.000190412 0.000108864 3.93081e-05
threshold=0.10599500000000002 0.10625000000000001 0.12675000000000003 0.077685000000000018 -0.26361999999999991 0.084710000000000021 -0.11739999999999999 0.12046500000000002 -0.064549999999999982 -0.30307999999999996 -0.114825 0.087235000000000021 -0.12329499999999999 -0.036459999999999992 0.088055000000000008 -0.115685 0.085195000000000007 -0.0056149999999999993
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 -8 -10 -11 12 -12 -14 16 -16 17 -15
right_child=-2 -3 -4 -5 5 -7 7 -9 9 10 11 -13 13 14 15 -17 -18 -19
leaf_value=0.00086592251902217483 -0.00066606696650133826 -0.00063997435268691079 -0.0006938846650008148 -0.00065317234754053686 -0.00044572757289189455 -0.00066859840711553211 0.00070767532455078496 0.00083702558332786 -0.00075502441616279344 0.00085800298407928764 0.00084366503646327755 -0.00047971970891805987 -0.00075534185015831341 -8.0616194897118804e-05 0.00035078814518676505 -0.00064897008592600439 0.00080688412776212879 0.00038791222616209667
leaf_weight=0.0013045946016976588 0.0011398475163353376 0.0011650277130557099 0.0010029905442885392 0.001060173576420991 0.0015485830036056246 0.0011158057736087605 0.001305827861297462 0.001421064408732269 0.0010493124162163888 0.0014302068954365017 0.0010144334411494871 0.0012639701509681439 0.0010235598990499832 0.0010056595494548366 0.0010220255508051057 0.0011162544925704121 0.0011065130497251996 0.0010003352918347757
leaf_count=245 557 338 76 102 189 287 149 102 93 86 72 164 100 305 108 463 281 193
internal_value=0 1.99494e-05 5.87962e-05 9.89771e-05 0.000143957 8.66081e-05 0.000141656 0.000207766 0.00013529 6.75396e-05 0.000154 3.62748e-05 0.000125755 9.68367e-06 0.000158814 -0.000171119 0.000385476 0.000153026
internal_weight=0 0.0209563 0.0197913 0.0187883 0.0177281 0.0164236 0.0153077 0.0137592 0.0123381 0.0110323 0.00998296 0.00855275 0.00728878 0.00627435 0.00525079 0.00213828 0.00311251 0.00200599
internal_count=3910 3353 3015 2939 2837 2592 2305 2116 2014 1865 1772 1686 1522 1450 1350 571 779 498
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 14 38 3 48 0 51 4 4 1 15 12 3 13 2 43 12
split_gain=0.000431079 0.000326381 0.000325774 0.000319898 0.000338228 0.000324441 0.000352035 0.000335261 0.000288273 0.00025989 0.00036028 0.000188654 0.000234051 0.00026361 0.000174574 0.000197919 0.000297355 0.000171376 0.000160358 1.4705e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.10681500000000001 0.077685000000000018 0.084445000000000006 0.16699000000000003 0.11930500000000001 -0.23029999999999998 0.10680500000000001 0.28937500000000005 -0.026614999999999996 0.11561500000000001 -0.07052499999999999 -1.0000000180025095e-35 -0.115685 -0.070604999999999987 0.090905000000000014 -0.24333999999999997 0.080120000000000011
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 -4 10 11 14 13 17 -10 19 -17 -13 -14 -16
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12 12 18 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0011093656916723908 -0.00085460056079253769 -0.00085188394797413409 0.00086605891715815526 -0.0007777576347365009 -0.00071497425956805179 -0.00070044601145305592 0.0010901516915636515 -0.00067249928417513363 0.0010012413815005349 -0.0005876653490328184 0.00097810392979722697 -0.00030064933085051989 -5.418593341492e-05 -0.0008623555008247599 0.00076677727955446265 0.00050834760863487029 -0.00065903226890854304 0.00055742170385853537 0.00087882061931168298 0.00047660209196600454
leaf_weight=0.0010118855438794585 0.0011676644044066311 0.0010688417174779105 0.0020033702109714035 0.0011201044354123965 0.001222783247001146 0.0010836117546311188 0.0013805107106992639 0.0012088760819041642 0.0010382004670380571 0.0011930524059003559 0.0017023810614394024 0.0018251860655917216 0.001090424034600801 0.0015034047498343351 0.0010251923785489225 0.0012376676733128825 0.0013073719412277874 0.0010792282091996591 0.0010571245694160486 0.0010103783221752094
leaf_count=592 68 332 75 435 81 77 149 97 52 137 223 259 11 351 30 196 409 176 44 116
internal_value=0 2.68181e-05 6.94215e-05 0.000112071 0.00015744 0.000208861 0.000258974 0.000196209 0.000257719 0.000176846 0.000242576 0.000139723 -5.70049e-05 -0.000282141 0.000369241 0.000225998 -9.13286e-05 1.81945e-05 0.000405084 0.000622746
internal_weight=0 0.0253254 0.0241577 0.0230889 0.0219688 0.020746 0.0196624 0.0182819 0.017073 0.0150696 0.0138766 0.0121742 0.00655537 0.00440782 0.00561881 0.00458061 0.00254504 0.00290441 0.00214755 0.00203557
internal_count=3910 3318 3250 2918 2483 2402 2325 2176 2079 2004 1867 1644 841 786 803 751 605 435 55 146
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=12
num_cat=0
split_feature=1 0 2 4 15 15 16 52 16 16 1
split_gain=4.58969e-05 9.72335e-05 7.09699e-05 6.49008e-05 0.000115578 0.000159549 8.74115e-05 8.73694e-05 0.00013317 0.000113522 7.36022e-05
threshold=0.076710000000000014 -0.084074999999999997 0.10113500000000002 -0.16401499999999997 -0.017214999999999998 -0.050004999999999994 -0.0090499999999999973 -0.081429999999999989 -0.10808 -0.52908499999999992 0.096335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -6 -5 9 -9 -10
right_child=3 2 -4 4 6 -7 -8 8 10 -11 -12
leaf_value=-0.0030936308754766452 -0.0019231419249681487 0.0012149704251909761 -0.0014144987028404934 0.0025760276890477462 0.00034655475624377794 -0.003524962659994546 0.0038934750366025482 -0.00070145066462288662 0.00023737607945553308 0.0031321336566551682 -0.0030847580295762294
leaf_weight=0.0012222781572812512 0.0010499464704960193 0.0019755785158635021 0.0017271118378773247 0.0014361906795718133 0.0011268462271644686 0.0010158461472703217 0.0013971908358438668 0.0012932776771005545 0.0010408917948602986 0.001495247514714146 0.0014093507382059063
leaf_count=1009 248 663 336 217 422 116 237 88 95 273 206
internal_value=0 -0.000776453 -1.15397e-05 0.000320096 0.00055067 -2.67113e-05 0.00230997 0.000505679 -6.18998e-05 0.00135417 -0.00167348
internal_weight=0 0.00492497 0.00370269 0.0112648 0.0102148 0.0076908 0.00252404 0.00667496 0.00523877 0.00278853 0.00245024
internal_count=3910 2008 999 1902 1654 995 659 879 662 361 301
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=19
num_cat=0
split_feature=1456 14 38 3 39 48 0 3 2 4 15 43 160 3 52 4 43 15
split_gain=0.000267321 0.000219382 0.00019443 0.000222024 0.000240096 0.000417289 0.00024774 0.000230506 0.0002185 0.00021368 0.000192982 0.000191322 0.000308959 0.000170944 0.0001607 0.000124692 7.14618e-05 5.84609e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.084445000000000006 0.16699000000000003 0.091635000000000008 0.12649500000000002 -0.10575999999999998 -0.100615 0.11542500000000001 -0.0025899999999999994 -1.0000000180025095e-35 -0.07526999999999999 0.088785000000000017 -0.078669999999999976 1.0000000180025095e-35 0.05309500000000001 -0.028814999999999997 -0.097794999999999979
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 10 9 -2 -8 -11 17 -9 15 -15 -12 -13
right_child=1 -3 -4 -5 -6 -7 7 13 -10 11 16 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00083661984186677576 0.00078035261311206784 -0.00067537631956347745 -0.00062755753037737965 0.00070273675041678636 0.00067574987186396699 -0.0010047949659622757 0.00073039943215521413 -0.00087045784015755512 0.00096442582116440317 0.00058702437688959506 0.00018645442372572778 -0.00080018182298348124 0.00053635809385549306 -0.00021842394296281493 -0.00070115724129906243 0.00049633760282181711 -0.00037187286912431872 -0.00026461032258926853
leaf_weight=0.0010129254871632893 0.0012001316515870657 0.001139577231652227 0.0010395727451161232 0.0015205646540408539 0.0015138930665685264 0.0010560881307356542 0.0012202515031859429 0.0012409502649552697 0.0011117385063706547 0.0011073989703597742 0.0013647837840357058 0.0011753680970910951 0.0010353590919969236 0.0018864576872223418 0.0011210060198360104 0.0010081117346575907 0.001126409276070545 0.0010289214503806871
leaf_count=369 95 106 84 162 189 82 124 1356 60 69 107 61 52 346 347 134 114 53
internal_value=0 2.55154e-05 6.39949e-05 0.000100456 5.01283e-05 -6.6436e-06 6.08129e-05 -0.000117197 0.00030055 0.000167499 0.000195843 -1.69724e-06 -0.000202938 -0.000338223 -0.000173745 3.0511e-05 -6.59969e-05 -0.000550187
internal_weight=0 0.0218966 0.020757 0.0197174 0.0181969 0.016683 0.0156269 0.00896797 0.00665892 0.00554718 0.00371144 0.00434705 0.00323965 0.00525653 0.00401558 0.00289457 0.00249119 0.00220429
internal_count=3910 3541 3435 3351 3189 3000 2918 2528 390 330 345 235 166 2183 827 480 221 114
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=17
num_cat=0
split_feature=14 38 124 484 48 40 42 49 4 4 1 52 4 12 4 0
split_gain=0.000259967 0.000185299 0.000204802 0.000165899 0.000157617 0.000221547 0.000219366 0.000260227 0.000212046 0.000159549 0.000182263 0.000191923 0.000167181 0.000307506 0.000176309 5.93001e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 -0.062739999999999976 0.091955000000000023 -0.085974999999999982 0.070230000000000015 -0.23071499999999998 0.11198000000000001 0.084890000000000007 -0.0010999999999999996 0.078515000000000015 0.015635000000000003 -0.11756999999999999
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 -7 -8 -9 11 12 13 -11 -14 -16
right_child=-2 -3 3 4 -6 6 8 9 -10 10 -12 -13 14 -15 15 -17
leaf_value=0.00063010274174069632 -0.00082494848724146152 -0.00067955738531150526 -0.00058054740283389064 -0.00063799202635923845 -0.00055256066959572415 -0.00042604682062781057 -0.00080048914050307894 -0.0001673710838634916 0.00024996038019763962 0.0013520419693684794 0.00090241613618905825 -0.00029004352789617716 -0.00036671612301255945 0.00011581214796240103 0.00018850107352408723 0.00072801292421539984
leaf_weight=0.0017185976730968574 0.0010907280185743209 0.0010181480208648055 0.0012737819442118934 0.0010877753221131695 0.0011431378416586748 0.0014443153624900942 0.0012405125910109659 0.0015075652537292995 0.001020609745834903 0.0012869363442007372 0.0018990508895722902 0.0012847288271003541 0.0010942110915302021 0.0010768910755768052 0.0011734684047705057 0.001201348817762099
leaf_count=271 126 84 568 117 94 130 444 177 79 55 192 674 93 592 77 137
internal_value=0 3.0318e-05 6.74722e-05 1.29488e-05 5.88759e-05 0.000104507 0.000161267 0.000253388 -0.000326345 0.000346632 0.000432573 0.000307213 0.000438763 0.000788852 0.00020021 0.000461424
internal_weight=0 0.0204711 0.0194529 0.0177343 0.0164606 0.0153174 0.0142296 0.0119685 0.00226112 0.0105242 0.00901664 0.00711758 0.00583286 0.00236383 0.00346903 0.00237482
internal_count=3910 3784 3700 3429 2861 2767 2650 2127 523 1997 1820 1628 954 647 307 214
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=17
num_cat=0
split_feature=124 133 50 47 14 15 158 43 16 13 4 1 15 2 49 15
split_gain=0.000225917 0.000234735 0.000160276 0.000233126 0.000186277 0.000159049 0.000185724 0.000146396 0.000121528 0.000242333 0.000214059 0.000199959 0.00023586 0.000212002 0.000290763 0.00021309
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.077685000000000018 -0.26361999999999991 0.084710000000000021 -0.18906999999999999 0.15100500000000003 -0.074599999999999986 -0.14301 1.0000000180025095e-35 -0.017214999999999998 0.090695000000000012 -0.052649999999999995 -0.095799999999999982
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 10 -10 -9 -12 13 14 -13 -15
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 11 12 -14 15 -16 -17
leaf_value=0.00068927944724408714 0.00075441356736814693 -0.0007995229006127184 -0.00064042361762980883 -0.00072330022143464792 -0.00059240895159663959 0.00055367392873652548 -0.0006210089924548576 0.00069449010549042615 0.00026612032377167452 -0.00086705298222098271 -0.00043924342033399257 -0.0010220490526275192 0.00071355933852091866 -0.00011777015886413384 0.00016682806620835336 0.00087970797976523408
leaf_weight=0.0012756953506474168 0.00103048359797218 0.00110320117180131 0.0010551125613498446 0.0010824994008737923 0.0010906691221595479 0.0019141292454731415 0.0010053580608124354 0.0015962386955879352 0.0010416589848185331 0.0010729613346740505 0.0019780287318437 0.0010704302446554737 0.0016548749768714177 0.0013503127478147192 0.0012476420160104085 0.0010791842825332507
leaf_count=234 49 586 330 112 99 112 264 93 94 271 991 70 307 71 119 108
internal_value=0 -4.85081e-05 -6.05212e-06 3.02071e-05 7.71463e-05 0.000121985 7.37732e-05 0.000123647 5.55712e-05 -0.000308853 0.000132813 2.58297e-05 0.000169514 -2.01261e-05 -0.000382167 0.00032531
internal_weight=0 0.020618 0.0195148 0.0184597 0.0173772 0.0162865 0.0150108 0.0140055 0.0120913 0.00211462 0.00997671 0.00838047 0.00640244 0.00474757 0.00231807 0.0024295
internal_count=3910 3861 3275 2945 2833 2734 2500 2236 2124 365 1759 1666 675 368 189 179
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=19
num_cat=0
split_feature=133 1456 1374 3 48 0 4 0 132 52 133 151 42 39 49 13 0 0
split_gain=0.000313909 0.000315342 0.000294241 0.000231745 0.000269897 0.000184522 0.000171619 0.000149862 0.000156654 0.000153237 0.000226143 0.000264838 0.000222073 0.000239018 0.000221565 0.000255723 0.000239992 0.000240173
threshold=0.10681500000000001 -1.0000000180025095e-35 -0.094679999999999986 0.16699000000000003 0.11930500000000001 -0.18087499999999998 0.0066400000000000009 -0.15007499999999999 0.079995000000000011 0.11588000000000002 -1.0000000180025095e-35 -0.084764999999999993 -0.089024999999999979 0.005105000000000001 -0.029304999999999998 -0.083924999999999986 -0.053834999999999994 -0.077944999999999987
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 -4 -7 9 10 -9 -12 -13 14 -14 -16 17 -17
right_child=-2 2 3 -5 -6 7 -8 8 -10 -11 11 12 13 -15 15 16 -18 -19
leaf_value=-0.00087907725295374619 -0.00093553617868346781 -0.00080576262640713776 -4.5356499459590918e-05 0.00067694144555022174 -0.00072122252814177238 -0.00052328386080369919 0.0008259503013362346 -0.00058945576218247307 0.00060875707565797557 -0.00045537478052780085 -0.00060995086300290433 -0.0004179827593850787 0.00086769821352660078 0.0011231473423455069 0.00073335320861249995 -0.00026717252352583698 -0.00059847621309821466 0.00086725918931558036
leaf_weight=0.0010964171230326064 0.0010567390588170243 0.001093832483670453 0.0010496106620978473 0.0018647268290713356 0.0012470469832031343 0.0013201322794975266 0.0017685534531985958 0.0012654623885551665 0.0014547614883619825 0.001727200620088889 0.0011102037060002354 0.0011733266441938429 0.0013784257287775574 0.0010817594281685126 0.0013727384610501729 0.0011873098477769824 0.0017276798056813604 0.0010032794182955884
leaf_count=343 545 64 52 178 108 80 82 810 205 324 196 90 100 149 148 164 192 80
internal_value=0 1.51414e-05 5.80939e-05 0.000101574 4.75708e-05 9.90584e-05 0.000501437 2.72987e-05 7.74875e-05 1.81609e-05 9.05394e-05 0.000176292 0.000274101 0.000378864 0.000258144 9.93409e-05 -0.000122781 0.000252392
internal_weight=0 0.0239225 0.0228261 0.0217322 0.0198675 0.0186204 0.00281816 0.0158023 0.0144821 0.0130274 0.0113002 0.0100347 0.00892452 0.00775119 0.00666943 0.00529101 0.00391827 0.00219059
internal_count=3910 3365 3022 2958 2780 2672 134 2538 2458 2253 1929 1119 923 833 684 584 436 244
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=14
num_cat=0
split_feature=14 48 11 2 52 12 0 16 150 1 15 1 48
split_gain=5.57029e-05 5.54061e-05 8.89704e-05 6.30333e-05 0.000115334 9.59974e-05 0.000159715 0.000137118 8.16753e-05 0.000114101 0.000119549 7.79918e-05 9.83482e-06
threshold=0.054835000000000009 -0.064549999999999982 0.079700000000000007 0.091985000000000011 -0.081429999999999989 0.095295000000000019 -0.14136999999999997 -0.053084999999999993 0.084555000000000019 1.0000000180025095e-35 -0.017214999999999998 0.10884000000000001 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 12 -8 9 -3 11 -11 -6
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.0020896394879829738 -0.0021733726869711031 -0.0027954683898815131 -0.0025319367866517002 0.0030760077924037832 -0.00054126991629600536 -0.0024943002244467291 0.0045291765169165237 -5.6290295090001206e-05 -0.0026222097844435018 0.0014417400441967664 0.0032064012473305508 -0.0018596884042790588 -0.0018527845061104113
leaf_weight=0.0011882724532422681 0.0010094918082438889 0.0010023327163677844 0.0011798002212239931 0.0015545741235917857 0.0010519181686428607 0.0010051626286165811 0.0012802376682544917 0.0010787486480988359 0.001301778252031649 0.0011740541430486084 0.0012460951593533699 0.0014186038784834397 0.0010025080518828444
leaf_count=194 147 1036 185 355 89 337 279 146 213 190 486 189 64
internal_value=0 0.000123737 -3.96692e-05 0.000184513 0.000801016 0.000148327 0.00075019 0.00243227 -0.000515317 5.12305e-05 0.000794529 -0.000364676 -0.00118126
internal_weight=0 0.0154841 0.0142958 0.013116 0.00697315 0.00541858 0.00441341 0.00235899 0.00614286 0.00484109 0.00383875 0.00259266 0.00205443
internal_count=3910 3763 3569 3384 1270 915 578 425 2114 1901 865 379 153
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=18
num_cat=0
split_feature=124 133 14 50 15 47 158 48 16 3 16 150 49 15 3 43 16
split_gain=0.00019236 0.000230091 0.000168749 0.000163108 0.000217554 0.00020486 0.000183154 0.000100157 0.000152829 0.000144468 0.000191206 0.000127714 0.000214891 0.000138471 9.8648e-05 9.45036e-05 5.75885e-05
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 0.10625000000000001 -0.26361999999999991 0.117025 0.084710000000000021 -0.064549999999999982 -0.30307999999999996 0.10420500000000001 -0.114825 0.087235000000000021 -0.066239999999999979 -0.07142999999999998 -0.016619999999999996 -0.092484999999999984 -0.0090499999999999973
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 -6 -9 10 -10 12 -12 -14 15 -15 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 9 16 11 -13 13 14 -16 -17 -18
leaf_value=0.00069011829401423948 0.00066321420744601867 -0.00076409926301858994 -0.00063898679698399065 -0.00058469791571657192 0.00052029369093545741 -0.0006797494144132265 -0.00059876443895813655 -0.00038314593493302904 0.00058076506858832394 0.00025514078044588169 0.00068196808965827367 -0.00056334080517474899 -0.00064288385705657178 -0.00012842050246758698 -0.0004075913736171071 0.00045496545111047937 0.00079421607235983995
leaf_weight=0.0013357034996840647 0.0010331718553726081 0.0010989467330938104 0.0010347677295018945 0.0010554829821506932 0.0013921081536940024 0.0010293935017053881 0.0010089797042143684 0.0016964891876908002 0.001432135624071078 0.0010430323297555 0.0010721768968486875 0.0011150833118955712 0.0010124973671962138 0.0013740066311802388 0.0010101420172008027 0.001505800126148601 0.0010084913727759224
leaf_count=236 49 586 110 323 174 106 264 129 97 62 110 160 349 142 95 860 58
internal_value=0 -4.83552e-05 -7.23041e-06 2.89037e-05 6.69199e-05 1.39014e-05 6.25718e-05 0.000111414 6.5023e-05 0.000136931 4.46788e-05 -6.36117e-05 2.9656e-05 -0.000113006 2.49132e-05 0.000176622 0.00052014
internal_weight=0 0.0202252 0.0191263 0.0180915 0.017036 0.0157003 0.0146709 0.013662 0.0122699 0.0105734 0.00852184 0.00708971 0.00597462 0.00490245 0.00388995 0.00287981 0.00205152
internal_count=3910 3861 3275 3165 2842 2606 2500 2236 2062 1933 1813 1716 1556 1446 1097 1002 120
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=13
num_cat=0
split_feature=4 12 12 15 151 15 52 15 2 11 16 3
split_gain=5.00235e-05 9.48922e-05 9.81088e-05 0.000147937 0.000103415 0.000149601 0.000153554 0.000113259 0.000120576 8.82354e-05 8.57398e-05 5.84563e-05
threshold=0.24280000000000004 0.098845000000000016 0.093125000000000013 0.079360000000000014 -0.085259999999999989 -0.095799999999999982 -0.092854999999999979 -0.074174999999999977 0.084235000000000018 0.076160000000000019 -0.53257999999999994 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9 10 -2 -10
right_child=9 -3 -4 -5 5 6 7 8 11 -11 -12 -13
leaf_value=0.0032713815995279345 -0.0021622533080297938 -0.0028144720150464898 0.0027040395172863267 -0.0037786299390062351 -0.0037990433252162756 -0.0026062640916904327 0.0040123317711746728 0.0033150427100032526 0.00059076132943741537 0.0035677906426180286 0.0013973845886426457 -0.002701422077047739
leaf_weight=0.0010031377865881578 0.0011711238489377496 0.001508273884924141 0.0012814463276486854 0.0012208013742355328 0.0011352926762882931 0.0014683120525373185 0.0012194672552539618 0.0010115407643942801 0.0012207935741241345 0.0010642098512079201 0.0020139457111005609 0.0011427201997248342
leaf_count=274 100 506 455 969 242 304 251 123 148 76 373 89
internal_value=0 -0.000357902 -1.1737e-05 -0.000381096 0.000124645 -0.000313887 0.000338724 0.00127988 0.000292596 0.000959896 8.8535e-05 -0.00100096
internal_weight=0 0.0122118 0.0107035 0.00942207 0.00820126 0.00719813 0.00606283 0.00459452 0.00337505 0.00424928 0.00318507 0.00236351
internal_count=3910 3361 2855 2400 1431 1157 915 611 360 549 473 237
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=17
num_cat=0
split_feature=124 133 50 47 14 1 3 151 2 0 3 15 151 3 2 12
split_gain=0.000227025 0.000288135 0.000213284 0.000220863 0.000208584 0.000176737 0.000218931 0.000171139 0.000282878 0.000333096 0.000224039 0.00016497 0.000315263 0.000146016 0.000170805 7.96907e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.077685000000000018 0.094385000000000011 -0.15464999999999998 -0.084874999999999992 -1.0000000180025095e-35 -0.10462499999999998 0.11818000000000002 -0.0058549999999999991 -0.0074049999999999993 0.086245000000000016 0.086875000000000022 0.088375000000000023
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 -10 12 -8 14 -13 -16
right_child=-2 -3 -4 -5 -6 7 11 8 9 -11 -12 13 -14 -15 15 -17
leaf_value=0.00063348458414804083 0.00070078121498782034 -0.00083671540992289893 -0.00070316248581291389 -0.0006619481748700557 -0.00061985474572910301 -0.00020572676892423444 3.9398357052831492e-05 0.0010585123072558498 0.00090358917443960794 -0.00036770925527984845 8.9358335164294682e-05 -0.00058566633768078924 -0.0009333731639239143 0.00057725092935217623 0.00046390051649351977 -0.00012747130614590497
leaf_weight=0.0010978316773773119 0.001069437679309621 0.0011645677211349304 0.0011004743735587739 0.0011407805423200293 0.0010750712513944429 0.0014900110575458703 0.0019239879897757946 0.0013354413095660288 0.0018028173367113549 0.001651396537052402 0.0016977285397274111 0.0012026900468497777 0.0015616718858793696 0.0011038603217401466 0.0011438785901952998 0.0012166850560113296
leaf_count=48 49 586 330 112 99 110 280 150 114 389 101 557 551 52 101 281
internal_value=0 -5.83726e-05 -1.42517e-05 2.47389e-05 6.75383e-05 0.000110433 -4.08599e-05 0.000285873 0.000398783 0.000227774 0.000508696 -0.000131665 -0.00039643 6.60757e-05 -9.22813e-05 0.000159095
internal_weight=0 0.0217089 0.0205443 0.0194439 0.0183031 0.017228 0.00925061 0.00797739 0.00648738 0.00515194 0.00350055 0.00815277 0.00348566 0.00466711 0.00356325 0.00236056
internal_count=3910 3861 3275 2945 2833 2734 1870 864 754 604 215 1822 831 991 939 382
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=16
num_cat=0
split_feature=124 133 14 50 47 15 158 48 16 3 16 43 2 4 3
split_gain=0.000199303 0.000222414 0.000166012 0.000164317 0.000208773 0.000161171 0.00014526 0.000122493 0.000217227 0.000146039 0.000187277 0.000132981 0.00012735 0.000111198 0.000269524
threshold=0.10230000000000002 0.10064500000000001 0.077685000000000018 0.10625000000000001 0.117025 -0.26361999999999991 0.08413000000000001 -0.064549999999999982 -0.30307999999999996 0.10420500000000001 -0.114825 -0.083684999999999996 0.087005000000000013 0.0057500000000000008 -0.0038649999999999999
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 -7 -9 10 -10 12 -12 14 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 11 13 -14 -15 -16
leaf_value=0.00066935980370305302 0.00070050557537889885 -0.00077995170393365288 -0.00063768786900905976 -0.000598940582686895 -0.00064101505647591486 0.00057706495580149716 -0.00051731999454673655 -0.00050536464971106165 0.00059255066501036368 0.00054467469538568456 0.00063100514825220979 2.3872356604774894e-06 -8.4672663604576406e-05 0.00019335709693807688 -0.00097730763845484971
leaf_weight=0.0012980975038424233 0.0010014581191221525 0.0010625593286662785 0.0010654119795535369 0.0010555005406394846 0.0010470374995739098 0.0013699186823508654 0.0010650952661304643 0.0015914719294630392 0.00142830402017505 0.0019943973918317157 0.0011764021303925362 0.0018361878832092819 0.001552664315920313 0.0011634973390518139 0.0012848595673318434
leaf_count=234 52 586 110 323 108 174 267 124 97 120 183 1038 253 141 100
internal_value=0 -4.95312e-05 -8.52946e-06 2.89948e-05 6.84278e-05 0.000115558 6.58518e-05 0.000112213 5.92682e-05 0.000145371 5.10359e-05 -5.92422e-05 0.00022383 -0.000239547 -0.000400929
internal_weight=0 0.0199914 0.0189288 0.0178634 0.0168079 0.0157609 0.0144628 0.0133977 0.0120278 0.0104363 0.00844192 0.00701361 0.00272907 0.00428454 0.00312105
internal_count=3910 3858 3272 3162 2839 2731 2497 2230 2056 1932 1812 1715 436 1279 1138
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=13
num_cat=0
split_feature=484 1 12 52 0 0 52 133 2 2 48 0
split_gain=4.9606e-05 7.912e-05 8.80195e-05 8.81062e-05 8.74394e-05 0.000133059 0.000133703 9.5694e-05 0.000154075 0.00019317 0.000175902 0.000260843
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.15480500000000005 -0.060094999999999989 -0.031409999999999993 -0.0023199999999999996 0.11203000000000002 0.099015000000000006 0.085875000000000021 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 10 11 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0020156111890112633 -0.0026227053444574664 0.0024256944064949891 -0.0027782875849330147 -0.002038376321566439 -0.0022904554157320719 0.00028164812505627194 0.0051745570412143147 0.0045299105382428659 -0.0021993849437032444 0.0053281558865903777 -0.0023771852267727672 -0.001782397579440413
leaf_weight=0.001168821659479311 0.0010985475774029181 0.0013847934852677804 0.0011347506767070701 0.0016331280551779024 0.0010569641900084479 0.0010576242815303755 0.0012113198138386733 0.0016198411611072533 0.0015565218434504986 0.0010207537430905744 0.0014531780427914642 0.0011191197337296313
leaf_count=612 791 216 117 472 51 270 93 117 191 133 160 687
internal_value=0 0.000133268 -9.41055e-05 0.000143353 0.000461656 0.000748615 0.00289382 0.000129986 0.000576695 0.00140561 0.000450497 0.00195075
internal_weight=0 0.0153465 0.0139617 0.012827 0.0111939 0.0101369 0.00226894 0.00786796 0.00676941 0.00521289 0.00419214 0.00273896
internal_count=3910 3298 3082 2965 2493 2442 363 2079 1288 1097 964 804
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=17
num_cat=0
split_feature=124 133 50 47 14 15 42 133 15 49 0 0 16 43 4 16
split_gain=0.000194006 0.000232142 0.000173801 0.000211567 0.000176005 0.000180504 0.000160687 0.000140663 0.000152149 0.000181048 0.000177892 0.000178557 0.000157206 0.000145168 0.000100007 8.50535e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.073890000000000011 -0.26361999999999991 0.098285000000000011 0.083815000000000014 -0.11739999999999999 -0.085974999999999982 -0.10131499999999999 -0.074514999999999984 -0.057604999999999996 -0.07526999999999999 0.011185000000000002 0.15100500000000003
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 -10 12 -12 14 -13 -11 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 11 13 -14 15 -16 -17
leaf_value=0.00072414819531108759 0.00071333402823319523 -0.0008106171680272988 -0.0006805135265579949 -0.00069027947258456992 -0.00058840241270607181 -0.00067221392389572822 0.00071378541654430717 0.00045296340452697438 -0.00052405839601828901 0.00051268172785501949 -0.00069522623461603207 0.00046742525949854764 0.000819632862057539 0.00011360927990052283 -0.00015033616498277892 -0.00057252528562161354
leaf_weight=0.0013537820019384065 0.0010277066292380633 0.0010968879535995469 0.0010434008866494994 0.0010977289526588043 0.0010663342635581765 0.0010366680676803181 0.0010559201810523269 0.0018992486751786527 0.0015586418250289847 0.0011288590954379174 0.0011773055556462526 0.001541315717557952 0.0014435586993585261 0.0010764423226658159 0.0016058903067256713 0.001030244228128363
leaf_count=234 49 586 330 112 105 156 158 494 110 53 919 124 79 102 108 191
internal_value=0 -4.69424e-05 -3.1208e-06 3.59891e-05 8.29572e-05 0.00012796 7.25038e-05 2.23384e-05 -4.81737e-05 1.30749e-05 0.00010606 -0.000117213 0.000363906 6.93264e-05 0.000123347 -0.000221935
internal_weight=0 0.0202122 0.0191153 0.0180719 0.0169742 0.0159079 0.0145541 0.0134982 0.0115989 0.0105623 0.00900362 0.00482531 0.00417831 0.003648 0.00273475 0.00210669
internal_count=3910 3861 3275 2945 2833 2728 2494 2336 1842 1686 1576 1336 240 417 161 293
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=18
num_cat=0
split_feature=124 133 14 38 124 13 3 0 457 160 51 43 41 13 160 43 3
split_gain=0.000248723 0.000185923 0.000182555 0.000181215 0.000288655 0.000208207 0.000227097 0.000505165 0.000330138 0.000226225 0.000202198 0.000191756 0.000266776 0.000237085 0.000183318 0.000192671 0.000286979
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 1.0000000180025095e-35 -0.073304999999999995 -0.23438999999999996 -0.100615 -0.053834999999999994 -0.0015249999999999997 -1.0000000180025095e-35 -0.0084849999999999978 0.083940000000000015 0.078150000000000011 0.091035000000000019 0.091575000000000017 -0.074254999999999988 0.086245000000000016
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 11 8 -8 10 -10 12 13 -7 15 -11 -17
right_child=-2 -3 -4 -5 5 6 7 -9 9 14 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00074128201684335994 0.00074886771385704852 -0.00069679555792248691 -0.00065014051179597345 -0.00065380169150761449 0.0006103842127159648 0.001303766871304892 -0.00094126774260230818 -0.0012757696821488966 6.8543378144086245e-05 0.00078814701137318592 -0.00096522019528689313 -0.0003586774721364989 -0.00029035475038402851 0.00029328287524315845 -0.00038249172525730711 -0.0004601535753446313 0.00055631807312782322
leaf_weight=0.0016198217687800427 0.0011570811898772007 0.0011684072830399931 0.0011781206257230328 0.0010325883364818425 0.00143740673536149 0.0010944531597385466 0.0010766272127416361 0.0010859649613642773 0.0011063397594406488 0.0017880960664872405 0.0010170053393438912 0.0011421062429946005 0.0010516463623595484 0.0016023192766174976 0.0011890463041652928 0.0014112628889817042 0.0017332537709079388
leaf_count=238 49 586 110 86 137 109 242 227 219 199 381 47 57 183 203 753 84
internal_value=0 -4.74152e-05 -1.05223e-05 2.83445e-05 6.67189e-05 1.42835e-06 -5.5789e-05 -0.00019556 -6.97165e-05 4.40901e-05 -0.000426592 0.00024166 0.000424577 0.000703376 0.00020735 0.000349536 0.000100124
internal_weight=0 0.0217345 0.0205661 0.0193879 0.0183553 0.0167355 0.0152981 0.0104076 0.00932163 0.008245 0.00212335 0.00489053 0.00374842 0.00269677 0.00612166 0.00493261 0.00314452
internal_count=3910 3861 3275 3165 3079 2841 2704 2308 2081 1839 600 396 349 292 1239 1036 837
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=14
num_cat=0
split_feature=15 158 15 156 49 52 13 2 16 43 16 16 1
split_gain=5.34546e-05 8.35352e-05 9.32847e-05 9.65429e-05 9.34727e-05 0.000124296 0.000176756 0.000127965 9.18336e-05 9.15489e-05 0.00017629 7.99288e-05 7.20142e-05
threshold=-0.24219999999999997 0.084710000000000021 -0.11739999999999999 0.085790000000000019 0.024250000000000004 0.11401500000000002 -0.0019849999999999994 0.096750000000000017 -0.013024999999999998 -0.16369999999999998 -0.055679999999999993 -0.23935499999999996 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 5 6 7 8 -4 -8 12 -1 -11
right_child=1 -3 3 -5 -6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=0.0035281940282179845 -0.0026860649272690998 -0.0030913566864658494 0.0028004394370608364 -0.0025298399560594212 0.0034747713913258083 -0.0031602359371857183 0.0014995472124690505 0.0043401144007669369 -0.0014188562357042574 0.001899264967215553 -0.0051007075285029969 -0.00052772735277772551 -0.0015735047081276636
leaf_weight=0.0010397569317004121 0.0012561893842284394 0.0010036260463583821 0.0010438741363410547 0.0011877769180150865 0.0010393277863278124 0.0010142844554591581 0.0014950182594542227 0.0017385474863749993 0.0011299448574896714 0.0011024552778220315 0.0010314630217497763 0.0010051306128628153 0.0014597590447721492
leaf_count=192 253 355 783 430 345 367 136 210 285 168 159 125 102
internal_value=0 -0.000236684 -2.44391e-05 0.000248668 0.000547207 0.000243403 0.000626942 0.00226604 0.000607262 -0.000633251 -0.00152052 0.00153457 -7.92608e-05
internal_weight=0 0.0145023 0.0134986 0.0122425 0.0110547 0.0100153 0.00900106 0.00391237 0.00217382 0.0050887 0.00359368 0.00204489 0.00256221
internal_count=3910 3593 3238 2985 2555 2210 1843 1278 1068 565 429 317 270
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=17
num_cat=0
split_feature=38 124 124 133 50 3 4 47 3 150 12 1 15 2 42 2
split_gain=0.000196477 0.000256326 0.000203914 0.000306676 0.0002237 0.000180042 0.00020028 0.000228245 0.000271492 0.000239912 0.000196882 0.000188972 0.00017203 0.000159159 7.04284e-05 5.62627e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10119500000000002 -0.13927999999999999 -0.23071499999999998 0.09252500000000001 0.099570000000000006 0.086765000000000023 0.09277500000000001 0.077800000000000022 -1.0000000180025095e-35 0.081615000000000007 0.08401500000000002 0.113945
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 12 -7 8 9 11 -9 14 -3 -13 -8 -10
right_child=-2 2 -4 -5 -6 6 7 10 15 -11 -12 13 -14 -15 -16 -17
leaf_value=0.00065809570836056707 -0.0007243153589083115 0.00083071948249308243 0.00071616811254956764 -0.00098735657612188696 -0.00082195133252438001 -0.00072440226076916751 -0.00054889519324047027 -0.0010794689327274702 0.00087614156481054348 -0.00059062297012041213 2.8582307944496155e-05 6.4668286263754873e-05 -4.0725943374270453e-05 0.00092831524093980964 7.3149023498881213e-05 0.00036288853012624006
leaf_weight=0.001872666686539958 0.0011451032846206402 0.0015797985592298502 0.001087217136533254 0.0010933361531920557 0.0010218021018151583 0.0012681338256004234 0.0010976289784939714 0.0010075708028406171 0.0013032115721980375 0.001901105684208329 0.00101549898175117 0.0014378758065130698 0.0013043718761421809 0.0012651647032070577 0.0012035133989345744 0.0013943498948434802
leaf_count=277 95 120 49 623 355 123 580 139 88 192 89 292 177 113 487 111
internal_value=0 3.12468e-05 -3.05996e-05 -7.59739e-05 -1.66616e-05 3.54892e-05 -5.42336e-05 1.88671e-05 0.000133082 -5.35571e-05 -0.000523272 0.000150476 0.000436607 0.0004689 -0.000223562 0.000610845
internal_weight=0 0.0208532 0.0189806 0.0178934 0.0168 0.0157782 0.0128941 0.0116259 0.00960285 0.00690529 0.00202307 0.00500418 0.00288417 0.00270304 0.00230114 0.00269756
internal_count=3910 3815 3538 3489 2866 2511 2214 2091 1863 1664 228 1472 297 405 1067 199
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=14
num_cat=0
split_feature=1 3 15 151 3 43 39 48 47 0 3 13 16
split_gain=5.85078e-05 9.14529e-05 0.000130423 0.000274669 0.000101031 7.78192e-05 9.96761e-05 0.00013693 0.000160628 0.000179324 6.96669e-05 4.41255e-05 2.71199e-05
threshold=0.094385000000000011 -0.115685 -0.0071449999999999994 -0.0074049999999999993 -0.032959999999999996 -0.24333999999999997 0.084835000000000008 0.11930500000000001 0.09252500000000001 -0.087104999999999988 0.11265500000000002 -0.091849999999999987 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 -2 7 8 9 10 -7 -6 -1
right_child=5 2 4 -5 11 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=3.333435958223482e-05 -0.0018075683131001303 -8.9929398256848387e-06 -0.0022799652420586432 -0.0058130418339522273 -0.00026263609957359791 0.0047586090653515718 0.0030389637626744561 -0.0025308672138910416 -0.0017856731959592861 -0.00043978459946151453 0.0017538750639639795 0.0021848431828379771 0.0020294969862372117
leaf_weight=0.0010629560729001437 0.0010029483459375599 0.0013890525609348472 0.0010069003995083672 0.0011354235406741942 0.0010512437685861187 0.0012337365844076738 0.0012567059032369777 0.0010599840610456823 0.0012794369705970421 0.0016503123711628961 0.0011353546545415788 0.001218846499658447 0.0010237793417015029
leaf_count=147 46 327 1210 795 33 105 312 86 136 384 126 121 82
internal_value=0 -0.000558856 -0.00112412 -0.00261946 2.78292e-05 0.000484449 0.000786302 0.000341104 0.000915616 0.00177548 0.00331863 0.00105145 0.00101268
internal_weight=0 0.0078882 0.00580147 0.00252448 0.00327699 0.00861848 0.00761553 0.00635882 0.00529884 0.0040194 0.00236909 0.00227009 0.00208674
internal_count=3910 2715 2486 1122 1364 1195 1149 837 751 615 231 154 229
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=19
num_cat=0
split_feature=1456 14 124 133 4 11 3 457 160 133 4 2 2 52 52 1 15 4
split_gain=0.000246893 0.000240263 0.000193171 0.00026134 0.000159986 0.000315156 0.000203421 0.000289362 0.000273895 0.000361848 0.000228001 0.000262337 0.000218682 0.000191913 0.000242677 0.000180722 0.000281671 4.04152e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10385500000000002 0.10064500000000001 0.50657000000000008 0.088055000000000008 -0.12008499999999998 -0.0034949999999999994 -0.082969999999999988 -0.0023199999999999996 0.25367000000000006 0.11230000000000001 0.106285 -0.092854999999999979 -0.07984999999999999 0.094695000000000015 -1.0000000180025095e-35 -0.08422499999999998
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 12 -8 -9 -10 11 13 -2 -11 -15 16 -16 -18
right_child=1 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 -14 14 15 -17 17 -19
leaf_value=-0.00070312066965476101 0.00012136529246818078 -0.00064102536928060949 0.00065905777110390903 -0.00067370059339182022 0.00063543056221123132 -0.00076461376427489297 -0.00064114890564900828 -0.00060027636040560647 -0.00058097428586676575 -0.00018445983890601311 0.00075409103502595038 -0.00042223865395224779 0.00098057577986159243 0.0010554694774944223 -0.00053531093617334284 0.00073931950850318704 0.00016858772777035919 0.00057873195717920588
leaf_weight=0.0010686609080561875 0.0016797556295482441 0.0011249077104991947 0.0011389668386538069 0.0011015640571544324 0.001047203955649118 0.001019124504692214 0.0013457967289618985 0.0011737291857131628 0.0013129959985502303 0.0015983317734754232 0.0016472216855131982 0.0014644912275768793 0.0010713409474885083 0.0010180046188340555 0.0011188628229751099 0.00121932324129162 0.0010028210126868896 0.0011265718828609346
leaf_count=369 124 106 48 541 194 112 244 358 801 217 130 165 54 81 129 70 59 108
internal_value=0 2.81296e-05 6.38279e-05 2.98407e-05 7.09642e-05 3.77526e-05 8.64861e-05 1.40273e-05 8.35517e-05 0.000153293 0.000247852 0.000150304 0.000455962 0.000268668 0.000400696 0.000251496 6.83773e-05 0.000385578
internal_weight=0 0.022211 0.0210861 0.0199471 0.0188456 0.0177984 0.0167792 0.0140282 0.0126824 0.0115086 0.0101956 0.00854841 0.0027511 0.00708392 0.00548558 0.00446758 0.00324826 0.00212939
internal_count=3910 3541 3435 3387 2846 2652 2540 2362 2118 1760 959 829 178 664 447 366 296 167
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=13
num_cat=0
split_feature=43 3 15 159 160 13 51 12 1 1 151 2
split_gain=5.15638e-05 0.000135748 9.23837e-05 8.32072e-05 8.73487e-05 0.000125667 0.000131493 9.47659e-05 0.00010378 0.000112227 0.000113392 0.000103469
threshold=0.16180500000000003 0.16699000000000003 0.079360000000000014 -0.034019999999999988 -0.081069999999999989 -0.090744999999999978 0.090935000000000016 0.10333000000000002 0.10884000000000001 0.094485000000000013 -0.0074049999999999993 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 10 -7 -12
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0024476712699679042 -0.0022662335126132078 0.0034605233416507364 -0.0022980581015437616 0.002961358246058842 0.0026795931028678051 0.0011267069396654849 0.0029044450002028198 0.0018905507175437197 -0.0037057105959133357 0.0020231040498609474 -0.0049764645055127331 -0.00061277802356009606
leaf_weight=0.0011587049040204913 0.0010055239549830513 0.0011887479277145384 0.0018303482912199682 0.0012797046241046486 0.0016745551743587187 0.0010925979429128405 0.0011000240059692162 0.0010866951319335825 0.0015342105513083629 0.0012323559725651578 0.0011946557296333721 0.001095854871120655
leaf_count=314 276 183 1311 371 159 186 101 104 230 217 286 172
internal_value=0 0.00013057 -0.00014664 0.00016967 0.000438275 0.000115747 -0.000399259 -0.000901466 -0.00139484 -0.000626688 -0.00159192 -0.00288873
internal_weight=0 0.0154685 0.0142797 0.0124494 0.0112907 0.0100109 0.00833639 0.00723637 0.00614968 0.00461546 0.00338311 0.00229051
internal_count=3910 3634 3451 2140 1826 1455 1296 1195 1091 861 644 458
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=14
num_cat=0
split_feature=14 1 376 48 12 42 49 160 1 42 3 2 3
split_gain=5.48888e-05 6.15668e-05 0.00010234 0.000102161 0.000131551 0.000167267 0.000134759 9.12769e-05 8.62839e-05 0.000107047 0.000145276 0.000140748 7.29978e-05
threshold=0.026890000000000004 0.12730000000000002 0.048375000000000008 -0.064549999999999982 -0.0089849999999999982 0.091955000000000023 -0.084114999999999981 0.08234000000000001 0.11198000000000001 0.08401500000000002 -0.025254999999999996 0.088300000000000003 0.11265500000000002
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 10 -8 -12 -3
right_child=-2 12 -4 4 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0028307648886010586 -0.002534948529097377 0.0038648657965209207 0.0029397769215971604 -0.0041790431517251102 -0.003504309239159746 -0.0037759244587256911 -0.0047817180347779825 0.0030183962037546412 0.003055041912543762 0.0024276911531438735 0.0031698350052045627 -0.0024488228997705946 -0.0002466329612596874
leaf_weight=0.001069357677599859 0.0010007208727593328 0.0011128647296215705 0.0012125914916888319 0.0012336571054853912 0.0010137441390538366 0.0014729576158438633 0.0011306448556901976 0.0017578700187004664 0.0010013422620613888 0.0011152729601616035 0.0010085306974088014 0.0012071165410801055 0.0010199647994503618
leaf_count=165 150 182 142 202 136 611 992 233 100 672 72 99 154
internal_value=0 0.000148391 -0.00013392 -0.000444244 -0.000764335 -0.000330383 0.000285942 0.000818065 0.000110036 -0.000550933 -0.00154367 0.000108709 0.00189866
internal_weight=0 0.0153559 0.0132231 0.0120105 0.0109411 0.00970748 0.00823452 0.00722078 0.00546291 0.00446157 0.00334629 0.00221565 0.00213283
internal_count=3910 3760 3424 3282 3117 2915 2304 2168 1935 1835 1163 171 336
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=13
num_cat=0
split_feature=48 147 52 15 2 16 4 133 0 52 48 0
split_gain=4.7471e-05 9.13455e-05 0.000102837 9.61502e-05 9.17128e-05 0.000192794 8.59262e-05 0.000196494 8.07073e-05 0.000137141 0.000150784 0.000142024
threshold=-0.083299999999999999 1.0000000180025095e-35 0.17829500000000004 -0.26361999999999991 0.10910500000000002 -0.16268499999999997 -0.37626499999999991 -0.0023199999999999996 -0.06402999999999999 -0.087094999999999992 0.086215000000000014 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8 9 -9 11 -11
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.0025501904018777324 0.0035169872213468758 0.0034720151819477652 -0.0034938366298722201 -0.0034903628157197321 -0.002288473683224432 0.004339976279236042 -0.0050988336282835256 -0.0042113996109762056 0.0026280679624047969 0.0049811091695973675 -0.0028544809509689377 -0.00062903560178788809
leaf_weight=0.0010013518853031174 0.0011502436169309486 0.0011087523586498218 0.0011877424620121398 0.0013559001891060877 0.0010209193414380258 0.0016702604842692695 0.0010293259989333 0.0010160323262129395 0.0019110836951035321 0.0013937602121013057 0.0011547697026649713 0.0012236652451011027
leaf_count=116 265 126 455 176 109 367 834 323 129 96 181 733
internal_value=0 0.000150884 -0.000110019 0.000200914 -0.000122998 0.00182542 -0.000700193 -0.00021069 0.000540356 -0.000292894 0.000762547 0.00235833
internal_weight=0 0.0152225 0.0141137 0.012926 0.0117757 0.00269118 0.00908454 0.00772864 0.00669931 0.00478823 0.0037722 0.00261743
internal_count=3910 3794 3668 3213 2948 476 2472 2296 1462 1333 1010 829
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=19
num_cat=0
split_feature=14 124 133 50 15 47 158 42 15 457 12 2 156 48 1 13 16 4
split_gain=0.000240433 0.000194756 0.000263279 0.000216091 0.000229016 0.0002158 0.000148675 0.000110178 0.000138908 0.00018422 0.000130413 0.000325263 0.00020227 0.000138553 0.000210252 0.000148689 0.000145643 0.000137402
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 -0.26361999999999991 0.117025 0.08413000000000001 0.097255000000000022 0.084050000000000014 -0.0034949999999999994 -0.0089849999999999982 0.094825000000000007 0.086300000000000002 0.092150000000000024 0.076710000000000014 -0.083924999999999986 -0.096824999999999981 0.011185000000000002
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 8 9 -6 11 -11 13 14 15 -12 -16 -15
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 17 16 -17 -18 -19
leaf_value=0.00069588602020334285 -0.00073692402734212446 0.00068261974776502587 -0.00077212976560968902 -0.0006721571622076161 -0.0005181987274166382 -0.00068384122833667913 -0.00051162243858150758 0.00061699534471210756 -0.0003949227898496344 -0.00080016263407677046 0.00057676660931754676 0.00047788472346608091 -0.00037300697542443496 0.00045467691379119256 0.0012463074558139125 -0.00027079795381330376 0.00051591731177466442 -0.00038038151706850347
leaf_weight=0.0014192211528528008 0.0011314197765285019 0.0011017840889812813 0.0011130729077756902 0.0010576036395304389 0.0010161465871076575 0.0010483147700810483 0.001051156866093206 0.0010491700381353173 0.001444560833934635 0.001031175290910325 0.001055734147136278 0.0010297269510158372 0.0010353963168575064 0.0010113149540293825 0.0011808694847434686 0.0010868623059815657 0.0017579487473167177 0.0010281017914567647
leaf_count=236 126 49 570 323 189 106 268 162 671 106 121 94 293 79 89 223 166 39
internal_value=0 2.47489e-05 -1.2582e-05 3.36081e-05 7.68896e-05 2.13818e-05 7.14081e-05 0.000116054 7.45981e-05 0.000134977 0.000199939 -0.000161588 0.000291288 0.00038788 0.000530025 0.000146828 0.000809401 3.37109e-05
internal_weight=0 0.0205182 0.0194164 0.0183033 0.0172457 0.0158265 0.0147782 0.013727 0.0126778 0.0112333 0.0102171 0.0020609 0.00815623 0.00712083 0.00508141 0.0021426 0.00293882 0.00203942
internal_count=3910 3784 3735 3165 2842 2606 2500 2232 2070 1399 1210 200 1010 717 599 344 255 118
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=13
num_cat=0
split_feature=52 376 484 52 474 160 13 2 12 1 457 3
split_gain=4.69992e-05 9.62651e-05 6.51746e-05 0.000121741 7.54913e-05 0.000142954 8.10246e-05 0.000114039 9.16262e-05 6.16792e-05 0.000103902 5.98716e-05
threshold=-0.27466499999999994 0.087355000000000016 -0.0043499999999999988 -0.096614999999999993 0.083840000000000012 -0.080734999999999987 -0.083354999999999985 0.10393500000000001 0.090385000000000007 0.11215000000000001 0.048350000000000011 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 10 11 -8
right_child=1 -3 3 4 -6 6 9 -9 -10 -11 -12 -13
leaf_value=-0.0020849717005137721 -0.0027217511639724716 0.003472819946176773 0.0035813141435538627 -0.0042204815158994073 0.002712641384794311 0.00076753552660646901 -0.0025284516514699974 -0.0014980729809493244 0.0053172431641362013 -0.0025378755690290905 0.0030511775751756536 0.0003895805663770002
leaf_weight=0.0012473678303257475 0.0010642501676816794 0.001006985383068394 0.0011514197822655734 0.00112374182562345 0.0010016013643973651 0.001199814461840221 0.0016527811856667371 0.0011336251859844597 0.0010003650546484 0.0017663086998977494 0.0010071403992737982 0.0018217014015310239
leaf_count=425 560 91 234 486 257 299 944 144 89 130 114 137
internal_value=0 0.000158151 -8.1588e-05 0.000136929 -0.000201835 -0.000474513 -3.51872e-05 0.00136236 0.00283617 -0.000780896 -8.84308e-05 -0.000998502
internal_weight=0 0.0149297 0.0139227 0.0128585 0.0117071 0.0107055 0.00958174 0.0033338 0.00220018 0.00624793 0.00448162 0.00347448
internal_count=3910 3485 3394 2834 2600 2343 1857 532 388 1325 1195 1081
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=13
num_cat=0
split_feature=1 3 15 151 0 151 2 13 15 12 3 16
split_gain=4.19685e-05 9.86538e-05 0.000121776 0.000208222 8.19888e-05 6.42957e-05 0.000115235 0.000135398 0.000186655 9.15923e-05 0.000145941 2.51437e-05
threshold=0.094385000000000011 -0.115685 -0.0058549999999999991 -0.0074049999999999993 -0.040094999999999992 -0.081709999999999991 -1.0000000180025095e-35 -0.094129999999999978 -0.011505 1.0000000180025095e-35 0.11476000000000001 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 -2 -7 -8 9 10 -9 -1
right_child=5 2 4 -5 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.00022410119921058077 -0.0014149844805579582 -0.00033274701210378807 0.0013323851392482702 -0.0059077457105609528 -0.0017590370402395614 0.0031858042006668906 0.0032920631765097933 0.0039701834890611366 -0.0040958170825027137 -0.0016010638405485802 -0.00079354913931011916 0.0023230691368076256
leaf_weight=0.0010361628998793952 0.0013838416324773624 0.0013846466844981316 0.0018674305435572676 0.001063311881191653 0.0013108090154479624 0.0014626752977124347 0.0010326818729877677 0.0011733890621134597 0.0010118432569758409 0.0011993811885727124 0.0011366108405896913 0.0010135368433433212
leaf_count=147 197 344 1236 797 109 167 168 165 270 167 61 82
internal_value=0 -0.000517648 -0.001166 -0.00275434 5.73824e-05 0.000451565 0.000819695 0.000196557 -0.000510481 0.000523262 0.00162624 0.001262
internal_weight=0 0.0076759 0.0056262 0.00244796 0.00317824 0.00840042 0.00701658 0.00555391 0.00452122 0.00350938 0.00231 0.0020497
internal_count=3910 2715 2486 1141 1345 1195 998 831 663 393 226 229
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=18
num_cat=0
split_feature=14 133 13 48 132 0 15 2 42 13 15 4 47 4 151 4 1
split_gain=0.000291044 0.000196108 0.000185323 0.000174205 0.000201201 0.000200693 0.000234808 0.00017315 0.000165507 0.000222002 0.000234093 0.000300988 0.00025526 0.000235098 0.000159618 0.000126773 4.94496e-05
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.12649500000000002 0.080815000000000012 -0.10575999999999998 -0.079799999999999996 0.089910000000000004 -0.089024999999999979 -0.084184999999999996 -0.03231499999999999 -0.078094999999999984 0.086425000000000016 -0.34687499999999999 -0.0088999999999999982 -0.017449999999999997 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 6 7 -4 -7 -10 12 13 -11 -12 -9 -1 -8
right_child=-2 -3 3 -5 -6 8 16 14 9 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00094570270693942809 -0.00081558759646196488 -0.0006286594855370234 -0.00050497218474826325 -0.00061239862809119321 0.00065730285082051139 -0.00067842016717764358 0.0004285662251816592 -0.00028343770863628685 -0.00062667695259257584 0.0010520309489765421 -0.00037068744293910745 -0.00081492369426151964 -3.2195499541959507e-05 0.0006534415390881045 0.00051753092522755667 0.00012695456410673369 0.00093413954307001328
leaf_weight=0.0010210616065784439 0.0011554342971137879 0.0011484020551342814 0.0012591018368199106 0.0011167920267680645 0.0013782332390174746 0.0013764495375332801 0.0010560545354087675 0.0010567154092683273 0.0014920035669854677 0.0011196427444978138 0.0011527873225724555 0.0012943125045177008 0.0012229992081686063 0.0012660635801393016 0.001828870605106548 0.0010152582798885436 0.0010274408080110931
leaf_count=51 126 542 77 91 220 300 90 60 687 358 200 346 181 277 103 139 62
internal_value=0 3.03859e-05 6.88363e-05 1.47583e-05 5.71283e-05 2.5377e-06 0.000228563 2.69567e-06 -0.000155204 -5.97884e-05 7.98791e-05 -0.000176343 0.000486 0.000165357 0.000224212 0.000537495 0.000677881
internal_weight=0 0.0208322 0.0196838 0.0176475 0.0165307 0.0151524 0.00622818 0.00414469 0.00892426 0.00754781 0.00605581 0.00371316 0.00234264 0.00241885 0.00288559 0.00203632 0.0020835
internal_count=3910 3784 3242 3052 2961 2741 392 240 2349 2049 1362 823 539 477 163 190 152
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 2 150 52 133 2 133 4 4 52 0
split_gain=0.000260674 0.000236099 0.000219467 0.000156795 0.000305524 0.000142694 0.000195174 0.000215922 0.000157374 0.000172453 0.000253313 0.000275623 0.000142158 0.000166067 0.00017673 0.00015727
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089090000000000016 -0.0043499999999999988 0.11930500000000001 0.11542500000000001 0.090480000000000019 0.11401500000000002 0.095090000000000022 0.10184000000000001 -1.0000000180025095e-35 0.074650000000000008 -0.00072999999999999985 -0.083529999999999979 -0.082604999999999998
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 10 11 -6 13 14 -13 -16
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17
leaf_value=0.00062061374969802914 -0.00074440667219351458 -0.00070819414423265717 -0.0008318315571142626 0.00062939722483518819 -0.00061167119957049559 -0.00048126419504754357 0.00064153385528737154 -0.00057864041008627099 -0.00042256356338299996 -0.00044437769237374913 0.00078018809927827052 -0.00022099754151146339 0.00063471007595907261 -0.00043124646952051929 0.00097891853010450202 0.00013431264484982597
leaf_weight=0.0016789759738255949 0.0011216643826948971 0.0010046649948960698 0.0010612829525447473 0.0010007194506960184 0.001128765966704681 0.0011894863953488379 0.0014217699863782853 0.0013187688574115572 0.0012916534526191169 0.0010442923409788732 0.0017033639513726329 0.0011983525784398236 0.0016339282189985482 0.0011312538160179195 0.0010353102234400696 0.0011654545910273484
leaf_count=271 126 84 550 133 707 101 292 178 361 370 213 181 58 111 81 93
internal_value=0 3.6843e-05 7.62314e-05 2.34731e-05 -1.36729e-05 4.32184e-05 8.75493e-05 2.5291e-05 9.55716e-05 0.000162225 0.000232639 0.000104754 0.000235941 9.21199e-05 0.000266301 0.000531642
internal_weight=0 0.020008 0.0190034 0.0173244 0.0163237 0.0152624 0.0140729 0.0126511 0.0113324 0.0100407 0.00899643 0.00729307 0.0061643 0.00453037 0.00339912 0.00220076
internal_count=3910 3784 3700 3429 3296 2746 2645 2353 2175 1814 1444 1231 524 466 355 174
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=17
num_cat=0
split_feature=38 14 124 484 48 4 0 3 13 47 16 16 15 1 4 43
split_gain=0.00018705 0.000191366 0.000234994 0.000178943 0.000128227 0.000175685 0.000150617 0.000130766 0.000128592 0.000154997 0.000167374 0.000233157 0.000189863 0.000131234 8.92241e-05 3.1513e-05
threshold=0.084445000000000006 0.077685000000000018 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 0.28937500000000005 -0.23029999999999998 0.10856000000000002 -0.10241499999999999 0.085165000000000018 -0.013279999999999998 0.16388500000000003 0.05377500000000001 0.11593500000000001 -0.16401499999999997 -0.088734999999999994
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 -7 14 10 12 15 -10 -11 -8 -12
right_child=-2 -3 3 4 -6 7 8 -9 9 13 11 -13 -14 -15 -16 -17
leaf_value=0.00072564789186916397 -0.00074790889426063422 -0.00070034863444402309 -0.00061734689933146971 0.0005672239972277851 -0.00051422940451785536 0.00098820975678285262 -5.8604788803795539e-05 0.00011665246948439471 -0.0011229242357496804 0.00054678884426340266 0.00010468419790915973 -0.00066009439099314093 -0.0001431876684663995 -0.000221833740671474 0.00060730802148261504 0.00054936521853159084
leaf_weight=0.0016183479343848178 0.0010049168705222036 0.0010500053484577823 0.001293879265708074 0.0014677263276929838 0.00110425351014616 0.0011554417996365073 0.0011453866411841318 0.0010242543540206483 0.001307972898888783 0.0015414206704646785 0.0010040261951216323 0.0012071311044483599 0.0011927379819875253 0.0012844065568593521 0.0014230659019254842 0.0010065092302503189
leaf_count=271 85 125 568 51 94 158 27 104 302 203 131 305 1019 53 136 278
internal_value=0 3.74703e-05 7.87299e-05 1.77131e-05 6.9508e-05 0.000113179 3.25298e-05 0.000578659 -3.8091e-05 -0.000142834 -0.000310982 -4.31287e-05 -0.00065563 0.000197431 0.000310348 0.000327299
internal_weight=0 0.0198266 0.0187766 0.0171582 0.0158643 0.0147601 0.0125804 0.0021797 0.0111127 0.0085442 0.00571838 0.00321767 0.00250071 0.00282583 0.00256845 0.00201054
internal_count=3910 3825 3700 3429 2861 2767 2505 262 2454 2291 2035 714 1321 256 163 409
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=19
num_cat=0
split_feature=133 1456 14 11 13 2 132 16 52 3 43 457 160 42 4 52 4 42
split_gain=0.000505574 0.000350813 0.000317979 0.000250077 0.000233899 0.000347427 0.000312747 0.000277066 0.000253145 0.00023564 0.000218959 0.000342469 0.000205281 0.00018002 0.000252673 0.000395566 0.000243043 0.000161034
threshold=0.10681500000000001 -1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 -0.091229999999999992 0.097940000000000013 0.079995000000000011 -0.10486499999999999 0.10433000000000002 0.12046500000000002 0.083940000000000015 -0.0015249999999999997 -0.11175999999999998 -1.0000000180025095e-35 0.074650000000000008 -0.092854999999999979 -0.0017649999999999999 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 -1 3 4 5 -3 8 -7 9 10 11 -6 -10 -13 15 -15 17 -17
right_child=-2 2 -4 -5 6 7 -8 -9 12 -11 -12 13 -14 14 -16 16 -18 -19
leaf_value=-0.000939388658212393 -0.0011347408412633344 -9.3002629252875705e-05 -0.00076012319781345824 -0.00058611834817274915 -0.00085193038564396651 0.00039294190415546432 0.00088602318319904686 0.0014854010968583741 -4.1748929841368982e-05 -0.00085667788796971709 -0.00075110930199909036 -0.00033621961429929981 0.00092582283730491244 -0.00079827413201137825 0.00087797781746575486 0.0011204625434230811 -0.00012940103612314095 0.00021995585340317113
leaf_weight=0.0010378608582668264 0.0011363264265565253 0.0016659898409925869 0.0012528275031019323 0.0013504284518557333 0.0010723533338746092 0.0014669342458617785 0.0012714052016875909 0.0012552887635133292 0.0011695453111881665 0.0010984305093115774 0.0010893123839405385 0.0016367967524073433 0.0014081841575880336 0.0011017365434478517 0.0016403338179615794 0.0012819680817408568 0.0017345862244020098 0.001054660517642525
leaf_count=343 545 279 91 123 175 105 184 111 226 59 171 470 111 264 144 95 122 292
internal_value=0 3.0957e-05 7.56155e-05 0.000124777 0.000172904 0.000520961 7.47409e-05 0.000896704 2.54915e-06 -0.000104053 -2.61482e-05 5.67832e-05 0.000486824 0.000172103 0.00029422 0.000109112 0.000354665 0.00071401
internal_weight=0 0.0235886 0.0225508 0.021298 0.0199475 0.00438821 0.0155593 0.00272222 0.0142879 0.0117102 0.0106117 0.00952244 0.00257773 0.00845008 0.00681329 0.00517295 0.00407121 0.00233663
internal_count=3910 3365 3022 2931 2808 495 2313 216 2129 1792 1733 1562 337 1387 917 773 509 387
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=19
num_cat=0
split_feature=4 133 158 14 3 48 34 51 457 0 2 42 43 43 133 52 15 13
split_gain=0.000276902 0.000199033 0.000219958 0.00031133 0.000271115 0.000200904 0.000185846 0.000171967 0.000210267 0.000346836 0.000198103 0.0001847 0.000163437 0.000184236 0.000243195 0.000151412 0.000169407 8.09464e-05
threshold=0.50657000000000008 0.10599500000000002 0.085745000000000002 -0.13131999999999996 0.16699000000000003 0.12649500000000002 -0.0011599999999999998 0.08955500000000001 -0.0015249999999999997 -0.13027499999999997 0.099675000000000014 -0.10770999999999999 -0.26007999999999992 -0.089949999999999988 0.083815000000000014 0.0074400000000000013 -0.07142999999999998 -0.060719999999999989
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 -5 8 -8 10 -10 -11 -13 -14 15 16 -15 -18
right_child=-2 -3 -4 4 -6 -7 7 -9 9 11 -12 12 13 14 -16 -17 17 -19
leaf_value=-0.00084548164263645829 0.0008749677965620451 -0.0007544787708070427 -0.00073811647596097628 -0.00063658238542342767 0.00091093439264092928 -0.00071491889479364829 -0.00051094742460398455 -0.00039084391269451858 0.000428872039416512 -0.00054824900634419709 0.0013773386855220754 0.00079205719913685109 -0.0005553733343284477 -0.00022931445601342593 0.00095288618878824221 -0.00049719742448662944 0.00084413138459301111 0.00018295082260544904
leaf_weight=0.0011485467880736335 0.0010283031100741099 0.0011502984883191665 0.0011868176817824349 0.0010230550338486298 0.0011407984598778486 0.0010202328531384577 0.0011648058175730497 0.0017049280936515818 0.0016976337509765306 0.0011547886647147098 0.0011002483035879029 0.0011903936006229998 0.0011138172495870746 0.0015190117098189027 0.0011068037104985523 0.0011701624704124908 0.0011572296348960885 0.0010900789299476046
leaf_count=69 213 545 313 103 112 84 244 292 97 141 105 34 174 176 237 536 157 278
internal_value=0 -4.95645e-05 -1.03722e-05 3.39143e-05 8.89447e-05 3.44676e-05 8.16825e-05 0.000130122 0.000196087 0.000263042 0.00080185 0.000104393 0.000194679 9.53214e-05 0.000215249 4.98638e-05 0.000219831 0.000523419
internal_weight=0 0.0218397 0.0206894 0.0195025 0.018354 0.0172132 0.016193 0.0151699 0.013465 0.0123002 0.00279788 0.00950229 0.0083475 0.0071571 0.00604329 0.00493648 0.00376632 0.00224731
internal_count=3910 3697 3152 2839 2770 2658 2574 2471 2179 1935 202 1733 1592 1558 1384 1147 611 435
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 15 42 3 16 43 160 0 43 52 0
split_gain=0.00024998 0.00018298 0.000251409 0.000157197 0.000327795 0.000185268 0.000219499 0.000131318 0.000144894 0.000197932 0.000299174 0.000127709 0.000226929 0.00011092 9.37423e-05 7.23362e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.089245000000000005 -0.0043499999999999988 0.11930500000000001 -0.16430499999999995 0.10138000000000001 -0.100615 -0.19424999999999998 -0.092084999999999986 0.087825000000000014 -0.12329499999999999 -0.074254999999999988 0.085520000000000013 -0.035699999999999989
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 14 -10 -11 12 -12 -14 -8 -15
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 11 -13 13 15 -16 -17
leaf_value=0.00067710086578739363 -0.00076951102008233538 -0.00066980751368732121 -0.00091664954894960047 0.00064138888654463513 0.00062198520135227689 -0.00059524006144619928 0.00060817159791986424 -0.00056300883179163691 -0.00055945218037160762 -0.00075730193467343245 0.00098705647130475482 -0.00026610270817911761 0.00050033473334612727 -0.00042430302039376638 -2.6800160885836718e-05 0.00018499238763391963
leaf_weight=0.0017098352353231592 0.0011619592837859563 0.0010001015669802707 0.0011000108999215967 0.0010255291054319651 0.0018363613003871118 0.0012297485166240336 0.0018318459363633422 0.0010531174552793334 0.0017300878293084188 0.0010365400038922744 0.0011524272819411477 0.0012207203792295451 0.0014073410047650871 0.0010309634080761302 0.0010102672732373169 0.0011593799909326715
leaf_count=271 126 84 551 130 247 101 201 298 133 218 67 99 365 870 70 79
internal_value=0 2.83697e-05 6.41146e-05 5.31269e-06 -3.35183e-05 2.83625e-05 8.13635e-05 2.77556e-06 5.42315e-05 -5.25352e-05 7.26203e-05 0.000216695 0.000340768 0.000133746 0.000382462 -0.000101794
internal_weight=0 0.0205343 0.0195342 0.0178243 0.0167988 0.0156988 0.0144691 0.0126327 0.0115796 0.00873746 0.00700737 0.00597083 0.00475011 0.00359768 0.00284211 0.00219034
internal_count=3910 3784 3700 3429 3299 2748 2647 2400 2102 1831 1698 1480 1381 1314 271 949
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=18
num_cat=0
split_feature=38 14 124 124 133 3 0 41 47 1 160 15 160 3 42 15 43
split_gain=0.000207885 0.00021393 0.000219092 0.000143165 0.000271098 0.000172444 0.000246257 0.00020496 0.000174496 0.000172245 0.000164144 0.000137546 0.000121758 0.000136263 0.000216793 0.000120264 8.10285e-05
threshold=0.084445000000000006 0.077685000000000018 -0.048219999999999992 0.10385500000000002 0.093845000000000026 -0.100615 -0.053834999999999994 0.078150000000000011 0.09252500000000001 0.094695000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.086245000000000016 0.083725000000000008 -0.073314999999999991 0.054875000000000007
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 7 8 11 9 12 -11 -4 13 14 -7 -12 -13
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 15 16 -14 -15 -16 -17 -18
leaf_value=0.000625764552097043 -0.00074214934242307915 -0.00069655294179164968 0.00091993785436369352 0.0006129887161525063 -0.00087403978144231023 -0.00074916737666193116 -0.00072455445869422407 -0.00033260687100049329 -0.00046211893972497581 -0.00015190627701459794 0.0010069986334794332 0.00052532969989962854 -0.00059514563891576442 0.00053540749385133928 0.00029585156244037614 0.00024410354394735891 -0.00011383931315585343
leaf_weight=0.0017478560933470401 0.0010538995832272682 0.0011048065190754344 0.0013063727982463719 0.0010216896632428652 0.0010071216311531494 0.0010256741620019594 0.0014922453303484037 0.0011209166853021202 0.0018070971560698798 0.0010405724615432099 0.0012294609376330701 0.0012307393891282615 0.0010650514797619672 0.0011051838815400727 0.0012140599117078238 0.0010933615668719532 0.0010124050391482342
leaf_count=271 85 125 134 49 607 618 252 75 251 112 88 156 199 49 710 98 31
internal_value=0 1.98639e-05 6.04126e-05 4.81067e-06 -3.22854e-05 2.15634e-05 -9.21883e-05 0.000291247 6.30852e-06 0.000115205 0.000400455 0.000488256 -0.000102349 5.45615e-05 -0.000182709 0.000647901 0.000236852
internal_weight=0 0.0206246 0.0195198 0.017772 0.0167503 0.0157431 0.0110727 0.00467043 0.00958046 0.00777336 0.00336339 0.00354952 0.00440997 0.00334492 0.00223973 0.00232282 0.00224314
internal_count=3910 3825 3700 3429 3380 2773 2377 396 2125 1874 298 321 1576 1377 1328 186 187
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=19
num_cat=0
split_feature=133 14 3 48 4 52 484 0 457 4 13 16 133 15 51 16 16 3
split_gain=0.000393583 0.000302078 0.000304953 0.000457769 0.000279693 0.000216453 0.000209438 0.00022751 0.000275243 0.000241542 0.0002498 0.000217352 0.000206899 0.000330514 0.000185083 0.000143821 0.000126712 0.00010613
threshold=0.10681500000000001 0.077685000000000018 0.16699000000000003 0.12649500000000002 0.50657000000000008 -0.40083499999999994 -0.0043499999999999988 -0.13027499999999997 -1.0000000180025095e-35 -0.030814999999999995 0.06211500000000001 -0.055679999999999993 0.083815000000000014 0.035895000000000003 0.08955500000000001 0.20277000000000003 -0.19424999999999998 -0.077894999999999978
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 -8 12 11 17 13 15 16 -9 -10 -11
right_child=-2 -3 -4 -5 -6 6 7 9 14 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00061704488793544216 -0.00097990572807271788 -0.00080343167316542245 0.00076957457814286309 -0.00091102411872809807 0.00093559205006140832 -0.00057163111427779812 -0.00033205377951315982 6.7535937868345048e-05 0.00041731307052729868 -0.00052849265164399189 0.00027375705291616306 -0.00095920348770952072 0.00091608880467116088 -0.00066433328668073842 4.0983974412558213e-05 0.00082398761063654576 0.0011354959944114885 0.00017154293751011349
leaf_weight=0.0013159094519825032 0.0011327820326933252 0.0011589938247498479 0.0016311031240184562 0.0013861595674273799 0.0010240253952965772 0.0012531229252327981 0.0010390283086154639 0.0016077831039420457 0.0011274109502554253 0.0011377455463460404 0.0018847798268958153 0.0015354355772479603 0.0010915773394659517 0.0011478580592744828 0.0010700652344412531 0.001252090024870256 0.0017653910332608358 0.0012990651255197676
leaf_count=353 545 111 179 92 152 437 47 75 90 163 107 373 89 764 30 48 94 161
internal_value=0 2.98131e-05 7.26039e-05 1.83073e-05 8.41957e-05 3.71379e-05 8.71541e-05 0.000138885 0.000434619 3.87385e-06 -0.000227977 -0.000466044 0.000270176 9.42502e-05 0.000635634 0.00039872 0.000855599 -0.000155303
internal_weight=0 0.0237275 0.0225686 0.0209374 0.0195513 0.0185273 0.0172114 0.0159582 0.0050019 0.0109563 0.00585703 0.00397225 0.00509931 0.00400773 0.00396287 0.00285987 0.0028928 0.00243681
internal_count=3910 3365 3254 3075 2983 2831 2478 2041 261 1780 804 697 976 887 214 123 184 324
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=14
num_cat=0
split_feature=14 132 13 2 0 13 13 0 15 52 51 15 16
split_gain=7.29275e-05 6.17643e-05 8.88471e-05 0.000137093 9.80644e-05 0.000100195 0.000184441 0.000129905 0.000285184 0.000220311 9.97768e-05 9.4785e-05 5.38738e-05
threshold=0.05884000000000001 0.080815000000000012 -0.091229999999999992 0.097940000000000013 0.12346000000000001 0.043015000000000005 0.16421000000000002 -0.083934999999999996 -0.053579999999999996 1.0000000180025095e-35 0.085845000000000019 -0.10192499999999999 -0.10064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 9 -9 10 11 -4 -5
right_child=-2 -3 4 12 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0012575882126340118 -0.0026502045687403775 0.0021216713851864044 -0.0024497432926263857 0.0013351848140149922 -0.0032430916347973614 0.0048897709213807858 -0.00073142883659048819 0.00072487277065566569 -0.0065149366230250871 0.0037322357147892391 -0.0034775776678955964 0.001445476055122831 0.0045997910338449171
leaf_weight=0.0012255083126587471 0.001001661023616581 0.0014547000762399438 0.0010016856610323239 0.0010049301981523238 0.0011660228896809141 0.0010126350254360062 0.0014144830900922091 0.0011339852119025143 0.0010683167326222447 0.0012886372717733638 0.0011985436557688262 0.001709440679774593 0.001039929977266707
leaf_count=276 141 355 162 98 123 243 198 330 896 435 85 455 113
internal_value=0 0.000148002 -5.32795e-05 0.00140169 -0.000486097 -0.00015899 0.00161383 -0.000740408 -0.00278709 0.000126686 -0.00106171 6.30101e-06 0.00299543
internal_weight=0 0.0157188 0.0142641 0.00327037 0.0109938 0.00982773 0.00242712 0.00740061 0.0022023 0.00519831 0.00390967 0.00271113 0.00204486
internal_count=3910 3769 3414 487 2927 2804 441 2363 1226 1137 702 617 211
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=13
num_cat=0
split_feature=14 11 43 48 0 16 52 51 160 2 2 1
split_gain=5.1706e-05 6.59282e-05 8.91265e-05 0.000211911 0.000132888 0.00014589 8.55436e-05 8.00202e-05 0.000162967 7.98142e-05 0.000145319 7.78906e-05
threshold=0.056865000000000006 0.087830000000000005 -0.049504999999999987 0.086665000000000006 -0.017269999999999997 -0.013024999999999998 -0.087604999999999988 0.10731500000000001 -0.026849999999999995 0.089910000000000004 0.10113500000000002 0.10353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 -8 -10 -11 -12
right_child=-2 -3 6 -5 -6 -7 7 -9 9 10 11 -13
leaf_value=0.0011414319187125982 -0.0020539924893155405 -0.0021836128756109264 -0.0026674330745112911 0.0045301599816225096 0.0028094032279052353 -0.0028749050076412176 0.0034111373910460717 -0.0023992571916495006 -0.0019381590193372315 0.0027151625420747997 -0.0026514196831937272 0.00078612724920867167
leaf_weight=0.0016144402467402402 0.00100952771195116 0.0010066579249716776 0.0011496575050262909 0.0012694845704271009 0.001225253340211104 0.0015106491114442689 0.0012688991041328391 0.0010046738148644027 0.0017239370538426942 0.0015034719892758897 0.0011878015366018624 0.0010914078066189634
leaf_count=701 144 135 291 284 126 620 246 126 760 209 127 141
internal_value=0 0.00011543 0.000274495 0.00119096 0.000216542 -0.000800041 -0.000302265 4.72289e-05 0.000409994 -0.000281565 0.00047342 -0.00100534
internal_weight=0 0.0155563 0.0145497 0.00561983 0.00435034 0.00312509 0.00892985 0.00778019 0.00677552 0.00550662 0.00378268 0.00227921
internal_count=3910 3766 3631 1731 1447 1321 1900 1609 1483 1237 477 268
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=13
num_cat=0
split_feature=1 123 12 12 131 47 0 52 1 48 1 2
split_gain=4.9391e-05 0.000103216 0.00011849 0.00010421 8.5912e-05 9.13306e-05 0.000162083 0.000110888 0.00015105 0.000132759 7.78255e-05 8.27693e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11655500000000001 0.10333000000000002 0.084390000000000007 0.09252500000000001 0.12007500000000002 -0.074484999999999982 0.089075000000000015 0.078735000000000013 0.094890000000000016 0.087995000000000004
decision_type=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 -9
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0010828503766053066 0.0017903368861827964 0.0024288075144993609 -0.0037911316554298416 0.0030412753474854315 -0.003211784209613211 -0.0028490821617864481 -0.0033055268178056024 -0.00067890985030882726 -0.0038901282428199456 -0.0011149381586850928 0.0046455560194387574 0.0033805470530520647
leaf_weight=0.0016579196572314324 0.0015038124927936212 0.001474620918964273 0.001091159914414489 0.0010007775412156613 0.0011340942432618009 0.0012315687279929261 0.0012511716148011498 0.0010223997039917757 0.001119946402121208 0.0013487270877845774 0.0014146395781844123 0.0011887569154478885
leaf_count=426 225 276 145 252 472 188 119 812 115 179 162 539
internal_value=0 -0.000198683 -0.000486515 -0.000195015 -0.00047989 -0.000177185 0.000188296 0.00075217 -0.000922095 0.00168711 0.00272942 0.00150353
internal_weight=0 0.0149358 0.0134612 0.01237 0.0113692 0.0102351 0.00900356 0.00775239 0.00277787 0.00497452 0.0036258 0.00221116
internal_count=3910 3685 3409 3264 3012 2540 2352 2233 541 1692 1513 1351
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=13
num_cat=0
split_feature=48 147 52 41 52 13 1 2 4 3 13 1
split_gain=4.5988e-05 9.35e-05 0.000107821 8.66412e-05 0.000144908 0.000126943 0.000165522 0.000150248 0.000214149 0.000140038 0.000101053 8.24761e-05
threshold=-0.083299999999999999 1.0000000180025095e-35 0.17829500000000004 1.0000000180025095e-35 0.10701500000000001 -0.00059999999999999995 0.099595000000000017 0.11203000000000002 0.0057500000000000008 -0.080744999999999997 1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 11 -2 -10 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 10 -11 -12 -13
leaf_value=-0.0023674537353436903 0.0028690788967766054 0.0033122727356756977 -0.0033536116324594562 -0.0028219977545470617 0.0043182903572756655 -0.00065553725168689841 0.0043133274173464435 -0.0049385837183166022 0.0047132382465436429 -0.0021159901533040542 -8.7116721904099932e-05 -0.0046128566190042882
leaf_weight=0.0010013380222916824 0.0012039327986094093 0.0011036135507329911 0.0012023106211168097 0.0011188350281261536 0.001137034661794053 0.0016155365579912399 0.0016804208373843886 0.0010370976696079341 0.001161874830160059 0.0018070572546051171 0.0010896208768033464 0.0011602771396694439
leaf_count=116 1001 126 455 189 230 283 384 156 39 596 81 254
internal_value=0 0.000137292 -0.000109222 0.000190567 0.000473978 6.75826e-05 0.00146623 -0.0010144 -0.000204875 -0.000122729 0.00239009 -0.00230968
internal_weight=0 0.0153176 0.014214 0.0130117 0.0118929 0.0107558 0.00469141 0.00606441 0.00502731 0.00301099 0.0022515 0.00277581
internal_count=3910 3794 3668 3213 3024 2794 1981 813 657 1597 120 537
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=13
num_cat=0
split_feature=1 4 13 159 14 49 0 43 2 15 15 52
split_gain=4.45597e-05 0.000128347 8.15973e-05 5.63036e-05 9.49312e-05 0.000107189 0.000122465 0.000143795 9.47048e-05 0.000114628 8.26675e-05 3.90978e-05
threshold=0.076710000000000014 -0.084009999999999987 0.091035000000000019 0.073745000000000019 -0.075274999999999995 0.079765000000000016 -0.10575999999999998 -0.079109999999999986 0.11125500000000001 -0.095799999999999982 -0.033649999999999992 -0.082174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 -8 9 -6 -9 -3
right_child=3 11 -4 -5 5 -7 7 10 -10 -11 -12 -13
leaf_value=-0.00073074286669549602 -0.0030305581507707024 -0.0010468875916822716 0.0031581494163979941 0.0024220909301540653 -0.0023870274883487793 0.0034152119182906124 -0.0042386425698433001 0.0017501265209076682 0.003976197203742763 0.0020844034763989275 -0.0021209536762180426 -0.0037956047378578106
leaf_weight=0.0015561457799563327 0.0010023710355558215 0.0010272822226924392 0.0010149820871079296 0.0013281961644702822 0.0011026613815361408 0.0011889374204188284 0.0013098642817765465 0.0014781245192241434 0.0010980417006493277 0.0015998891228630758 0.001092228467480229 0.0013815802709155156
leaf_count=347 105 398 75 380 71 133 278 178 104 168 485 1188
internal_value=0 -0.000853628 0.000804442 0.000359525 8.20274e-05 0.000433781 -2.77244e-05 -0.00136119 0.00133368 0.000260025 0.000105176 -0.00262339
internal_weight=0 0.00497999 0.00257113 0.0112003 0.00987212 0.00886975 0.00768081 0.00388022 0.00380059 0.00270255 0.00257035 0.00240886
internal_count=3910 2008 422 1902 1522 1417 1284 941 343 239 663 1586
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=18
num_cat=0
split_feature=124 133 38 50 156 158 457 15 42 2 15 3 0 43 2 3 457
split_gain=0.000305925 0.00021766 0.000206488 0.000206569 0.000257732 0.000210023 0.000202478 0.000194381 0.000465295 0.000203605 0.000231963 0.000344484 0.000241576 0.000149723 0.000148909 0.000175681 0.000106082
threshold=0.10385500000000002 0.10064500000000001 1.0000000180025095e-35 0.10625000000000001 0.091280000000000014 0.085745000000000002 -0.0034949999999999994 0.079360000000000014 0.083610000000000004 0.097940000000000013 -0.11739999999999999 -0.016619999999999996 -0.10131499999999999 -0.079109999999999986 0.11230000000000001 -0.01223 0.018630000000000004
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 -9 10 -8 13 16 -12 15 -11 -13
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 14 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00046705105755585332 0.0008642691099662068 -0.00079476570589200057 -0.00077875997190994463 -0.00071553850951444652 -0.00070690198582232006 -0.00061023448721499857 -0.00047678996984601625 -0.00093230281139240344 0.00065119383314881838 0.00050158516877572498 0.0002955336741093932 0.00062372069663938542 -0.00077796297901923188 0.0010936772128006132 0.00025401192984170055 0.001426307183520189 -0.00016297457448628293
leaf_weight=0.001357048786402742 0.001140470905694249 0.0011598625333501837 0.0010285240161905787 0.0010846579641612666 0.0012158722296550578 0.0011044404118875908 0.0014441845975364867 0.0012667233404164155 0.0010119219877350663 0.0014603981681139411 0.0012938261434525915 0.0010792704790105745 0.0010544567850702142 0.0015857739484563625 0.001922529016965404 0.0010859327368081262 0.001002073781450008
leaf_count=206 49 586 90 328 302 326 153 502 351 126 250 34 93 164 246 68 36
internal_value=0 -6.14829e-05 -1.89525e-05 2.2245e-05 6.69902e-05 0.000123441 0.000175503 0.000236879 -0.000229089 0.000325891 0.000149827 0.000300265 -9.90106e-05 0.000735065 0.000619785 0.000895951 0.000244962
internal_weight=0 0.0211575 0.0199976 0.0189691 0.0178845 0.0166686 0.0155641 0.0142071 0.00227865 0.0119284 0.00745959 0.0060154 0.0031358 0.0028796 0.00446886 0.00254633 0.00208134
internal_count=3910 3861 3275 3185 2857 2555 2229 2023 853 1170 730 577 163 414 440 194 70
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=13
num_cat=0
split_feature=1 123 16 133 156 42 0 12 43 4 0 16
split_gain=4.94119e-05 8.90153e-05 0.000116859 0.000105205 9.38546e-05 0.000125652 0.000151779 0.000130795 0.000123035 0.000104119 0.000151065 1.48281e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.093845000000000026 0.088855000000000003 -1.0000000180025095e-35 -0.074249999999999997 0.085775000000000004 -0.069974999999999996 0.0057500000000000008 -0.15713499999999997 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -8 10 -7 -11
right_child=-2 -3 3 -5 -6 6 8 -9 -10 11 -12 -13
leaf_value=-0.0033144169170679365 0.001884964025461751 0.0023504192609014561 -0.0030808378468728361 -0.0034732178327994468 -0.0028846939827338667 -0.0039347321897643343 0.0049664344590700247 -0.0031881019968020676 0.00063827802835679113 0.0034058779762579112 0.0018564593609064724 0.0015793221510660945
leaf_weight=0.001529918615199243 0.001474918807422146 0.0014551729417820172 0.0010169250170076896 0.001010293257893524 0.0010527643323702584 0.0010169226580299413 0.0016169920254404113 0.0012681989230234839 0.0014994733940526493 0.0010763633998394223 0.0011225648590038953 0.0010305516692783456
leaf_count=136 225 276 756 607 317 83 132 628 189 62 452 47
internal_value=0 -0.000204717 -0.000485524 -0.000115961 0.000201009 0.000537713 0.000964056 -0.00012094 0.00288396 0.000795076 -0.00089616 0.00251246
internal_weight=0 0.0146961 0.013241 0.011711 0.0107008 0.00964799 0.00863107 0.0055146 0.00311647 0.0042464 0.00213949 0.00210692
internal_count=3910 3685 3409 3273 2666 2349 1593 1272 321 644 535 109
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=18
num_cat=0
split_feature=14 124 133 50 159 52 47 42 151 4 4 48 13 4 1 16 47
split_gain=0.000204776 0.000165206 0.000246061 0.000214065 0.000206195 0.000349251 0.000190932 0.000233708 0.000180694 0.000298466 0.000180893 0.00035979 0.000205465 0.000218223 0.000236704 0.000125188 0.000108602
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 -0.026594999999999997 0.11401500000000002 0.117025 0.098285000000000011 -0.084874999999999992 0.27020000000000005 -0.017449999999999997 0.085575000000000012 -0.083924999999999986 -0.34687499999999999 0.079355000000000023 -0.08755499999999998 0.090280000000000013
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 -6 10 12 16 -10 -14 -15 -13 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 15 13 14 -16 -17 -18
leaf_value=0.00074197881028845929 -0.00072742050322555161 0.0006707034133277798 -0.00077901819481587949 -0.00070980624797166002 -0.00040648449081344992 -0.00091078012086323644 -0.00059343753382045609 0.00091163742474302978 0.00084470459893945917 0.00084057530584600052 -0.00090743477440553258 -7.8586239423672101e-05 -0.00056057253650900331 -0.00013924110924182567 0.00090870835899584405 0.00068904528020133761 -0.00019434952308990697
leaf_weight=0.0012221985530859588 0.0010672699475027239 0.0010510743969758219 0.0011007118222581191 0.0010195159518482716 0.0018102133345237132 0.0010363228514632316 0.0010545650633533308 0.0010316172761019047 0.0013244738755066581 0.0015678859123566197 0.0014816468002631011 0.0012373263506760945 0.0010658916950370117 0.0012986905505542315 0.0011279081711639896 0.0011461531137713643 0.0010031265380995302
leaf_count=249 126 49 570 323 260 200 103 163 262 227 343 85 180 417 186 119 48
internal_value=0 2.43935e-05 -1.0393e-05 3.55184e-05 7.9169e-05 2.912e-05 9.34151e-05 0.000144805 8.42474e-05 0.000163188 5.35298e-05 -0.000173972 0.000283454 7.06083e-05 0.000347857 0.000290548 -0.000619556
internal_weight=0 0.0205793 0.0195282 0.0184275 0.017408 0.0161858 0.0151495 0.0140949 0.0130633 0.0112531 0.00968522 0.00486825 0.00481696 0.00349249 0.0024266 0.00238348 0.00248477
internal_count=3910 3784 3735 3165 2842 2593 2393 2290 2127 1867 1640 595 1045 783 603 204 391
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=17
num_cat=0
split_feature=124 133 50 47 4 1 1 4 133 1 52 4 4 16 13 48
split_gain=0.000173422 0.000237577 0.000168523 0.000200208 0.000191862 0.000241159 0.000253168 0.000203618 0.000154425 0.000112929 0.000123064 0.000144183 8.86254e-05 0.000127773 6.14312e-05 2.23201e-06
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.24280000000000004 0.11235500000000002 0.10688500000000002 0.055260000000000011 0.085625000000000021 0.10471000000000001 -0.088354999999999989 -0.0010999999999999996 -0.030814999999999995 0.13514000000000004 -0.021089999999999994 0.089350000000000013
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 8 9 10 14 12 13 -12 -1 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 15 11 -13 -14 -15 -16 -17
leaf_value=-0.00075812036728712968 0.00068438988499514236 -0.000812543113222135 -0.00065218455571007462 -0.00066743158890516109 0.00054978517451686668 0.00087006835465611718 -0.00054941504627630357 -0.00063046892313956254 0.0006496884775456514 0.00041414220224584317 -0.00021481880998688112 -0.00039869714203063551 0.00061536591096221071 0.00048709487553539222 -0.00016920690958645494 0.00030019082931806765
leaf_weight=0.001002145873584109 0.0010249908411083279 0.0010844386217674735 0.0010610194346075954 0.0010720181642644979 0.0013550981082030853 0.0018483635735116761 0.0011111787711222676 0.0013857466391163165 0.0011711827177645811 0.0010018235441455687 0.0019941705806756508 0.0016594952940677723 0.0010854760631204032 0.0012167336143511509 0.0010641605429766365 0.0010016045447168581
leaf_count=136 49 586 330 112 122 263 53 213 328 141 839 193 172 51 229 93
internal_value=0 -3.54127e-05 8.87217e-06 4.79053e-05 9.32889e-05 0.000403908 5.45415e-05 -1.32246e-05 6.31673e-05 -5.34953e-06 -9.58844e-05 2.86454e-05 0.000193708 5.1163e-05 -0.000454826 0.000357173
internal_weight=0 0.0201147 0.0190302 0.0179692 0.0168972 0.00431464 0.00246628 0.0125825 0.0111968 0.0100256 0.00802218 0.00595588 0.00429638 0.0032109 0.00206631 0.00200343
internal_count=3910 3861 3275 2945 2833 438 175 2395 2182 1854 1620 1255 1062 890 365 234
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=17
num_cat=0
split_feature=124 133 50 14 158 156 42 1 1 49 15 457 0 2 4 48
split_gain=0.000189481 0.000218119 0.000185476 0.00019911 0.000162257 0.000171924 0.00018744 0.000227499 0.000223913 0.000216627 0.0002127 0.000307469 0.000275718 0.00026066 0.000156704 6.95167e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.077685000000000018 0.085745000000000002 0.091280000000000014 -1.0000000180025095e-35 0.12381000000000002 0.11215000000000001 -0.085174999999999987 -0.095799999999999982 0.08351500000000002 -0.070894999999999986 0.095040000000000013 -0.017449999999999997 0.084905000000000022
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 -8 15 12 14 -14 -12 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.00031997723333121691 0.00066646942368119152 -0.00074724230746165115 -0.00066369499401741812 -0.00065924024079894107 -0.00052603666839922195 -0.00050600274088088504 -0.00028511614309575337 0.00084211491871011366 -0.00041787075383655669 0.00018984739073239502 0.00031591980191697896 0.0011851502765450671 0.0012990150332965417 0.00025961496797109322 -0.00050382676020212821 -0.00040455455749684567
leaf_weight=0.0018296430336881562 0.0010218097620023582 0.00107863293234988 0.0010412623599429403 0.0010100288245507285 0.0010845644763766453 0.0010688142662729138 0.0016740534297338553 0.0014011918560377081 0.001527703778956154 0.0010316459666194168 0.0012532748332202102 0.0013190081436905143 0.0010414270122217364 0.0015584136274637839 0.0011635049976190764 0.0010050183065923105
leaf_count=675 49 586 330 103 324 290 113 170 117 61 379 117 55 132 273 136
internal_value=0 -4.35977e-05 -3.67174e-06 3.45766e-05 7.59001e-05 0.000117027 0.000162006 0.00022997 0.000155862 0.000243107 0.000348726 0.00049409 0.000312391 0.000675971 -7.8729e-05 -0.000103468
internal_weight=0 0.0200882 0.0190096 0.0179683 0.0169583 0.0158737 0.0148049 0.0129752 0.0115741 0.0100463 0.00837229 0.00633563 0.00501662 0.00259984 0.00241678 0.00203666
internal_count=3910 3861 3275 2945 2842 2518 2228 1553 1383 1266 1153 956 839 187 652 197
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=12
num_cat=0
split_feature=4 0 16 0 4 3 47 49 3 13 16
split_gain=4.74827e-05 7.14812e-05 0.000116482 0.000112588 0.000176708 0.000135188 0.000122931 0.000127143 9.59968e-05 6.81761e-05 3.52193e-05
threshold=0.27020000000000005 0.18055000000000002 0.26538000000000006 -0.061994999999999995 -0.23071499999999998 -0.077894999999999978 0.086785000000000015 -0.07107999999999999 0.090325000000000003 -0.0064299999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9 -2 -11
right_child=9 -3 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.002743161506185832 0.0028552853999836204 0.002065971710410805 -0.0024767534063815915 -0.00066494842013501115 0.0040956133250351582 -0.0013572942149342408 -0.0024869479421062179 0.000279095485062434 0.0035925936689855426 -0.0011055221030420626 0.0012213115386407703
leaf_weight=0.0018704476876887132 0.0010709921304773292 0.0010139363662768916 0.0019707851117035354 0.0013721990745991439 0.0012231391363347558 0.0015062805993201304 0.0012106353181402865 0.0014789435186851269 0.0014228350983743199 0.0010914265251125155 0.0010669350464392706
leaf_count=1773 280 37 442 131 170 141 139 512 93 79 113
internal_value=0 -0.00025641 -0.00045174 -5.59964e-05 0.00157862 -0.000622469 8.35037e-05 0.000789456 0.00190381 0.000976806 4.46931e-05
internal_weight=0 0.0130692 0.0120553 0.0100845 0.00259534 0.00748914 0.00561869 0.00440806 0.00290178 0.00322935 0.00215836
internal_count=3910 3438 3401 2959 301 2658 885 746 605 472 192
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=18
num_cat=0
split_feature=2 38 160 39 457 41 133 484 2 2 133 160 0 4 2 1 3
split_gain=0.000211279 0.000162445 0.000211595 0.000213879 0.000182857 0.000204566 0.000237339 0.000181335 0.000199291 0.000418284 0.000257719 0.000196505 0.00013318 0.000140104 0.000180613 0.000103022 3.48126e-05
threshold=0.14808000000000002 1.0000000180025095e-35 -0.217635 0.091635000000000008 -0.0034949999999999994 0.075585000000000013 0.088055000000000008 -0.0043499999999999988 0.11203000000000002 0.10325000000000002 -0.0023199999999999996 0.088095000000000021 0.012625000000000003 0.074650000000000008 0.081110000000000015 0.11287500000000002 -0.078669999999999976
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 -6 9 10 -9 12 13 14 -12 -10 -16
right_child=-2 -3 3 -5 5 -7 -8 8 15 -11 11 -13 -14 -15 16 -17 -18
leaf_value=-0.00074826503564139741 0.00076192642382062325 -0.0007313021170496397 -0.0006318641707714032 0.00069692425231147632 -0.00051523711557557297 -0.00063491232365410261 -0.00055182083496860442 -0.00052471739299257442 -0.00067529633615213557 0.0011765102793819457 -1.8329212443527783e-06 -0.00031319918584236608 -6.6836879177924766e-05 0.0010264382386475025 0.00051098372187876381 9.3337756311672094e-05 0.00096388448635286198
leaf_weight=0.0011275313548491294 0.0010234336459003955 0.0010046821568016609 0.0013778604319226928 0.0013470877370857079 0.0011291739384800244 0.0013054050496363869 0.001607316026253097 0.0013711941800451039 0.0010197865920967145 0.0014533643777906455 0.0019666715145162661 0.0013567457892884605 0.0013921951427496304 0.0013346790744490494 0.0010354303768299739 0.0010975766835466805 0.0010226591315657951
leaf_count=399 173 80 263 146 338 147 646 704 139 167 211 76 67 48 149 93 64
internal_value=0 -4.73997e-05 -1.4594e-05 2.71495e-05 -2.16996e-05 2.74879e-05 8.22615e-05 0.000154138 0.000212055 0.000306743 0.000173394 0.000291451 0.000412955 0.000537589 0.000375478 -0.00027686 0.000736029
internal_weight=0 0.0219494 0.0209447 0.0198171 0.0184701 0.0170922 0.0157868 0.0141795 0.0130503 0.0109329 0.00947958 0.00810838 0.00675164 0.00535944 0.00402476 0.00211736 0.00205809
internal_count=3910 3737 3657 3258 3112 2849 2702 2056 1718 1486 1319 615 539 472 424 232 213
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=19
num_cat=0
split_feature=1213 38 1456 151 457 14 16 43 3 159 42 43 15 0 16 16 4 15
split_gain=0.000385742 0.000339416 0.000349909 0.000251455 0.000238376 0.000271444 0.000277926 0.000257192 0.00038682 0.000366163 0.000238485 0.000264874 0.00048058 0.000152899 0.000136542 0.000148695 0.000203511 0.000154538
threshold=-1.0000000180025095e-35 0.083695000000000006 -1.0000000180025095e-35 -0.21628999999999995 -0.0034949999999999994 0.077685000000000018 -0.50585499999999983 0.18078000000000002 0.15165000000000003 -0.034019999999999988 -0.10770999999999999 -0.083899999999999988 0.035895000000000003 -0.074514999999999984 -0.094359999999999986 0.22945500000000005 -0.025214999999999998 -0.091024999999999981
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 -6 8 9 -8 -11 13 14 -12 -13 16 -16 -18
right_child=1 -3 3 4 5 -7 7 -9 -10 10 11 12 -14 -15 15 -17 17 -19
leaf_value=-0.00096110526640232161 -0.00079176619620456297 -0.00076175234828925451 -0.0006436399597714072 -0.00044054671450608434 0.00083736472512200818 -0.00055555422696554715 -0.00062480027246831387 -0.00055338317033044654 0.0010973144190480372 -0.00044137088194679447 0.00031156334429923512 -0.00012673091180782995 -0.00083166528062001875 0.00097203412209104667 0.0010657298293521901 -1.3270108647916893e-06 0.00064978543995645511 -0.00011447161125984073
leaf_weight=0.0010072541442410375 0.0010957559374923853 0.0012693324408020725 0.0010228810283681158 0.0015495068181101161 0.0016690679615816916 0.0010968682978981783 0.0013006313901886913 0.0010823354219410336 0.0011285012517604784 0.0011239043162082326 0.0015523952229012164 0.0014246623577637745 0.0010349675749646015 0.0018201623074400467 0.0013155565437698424 0.001504603129258375 0.0014579641181591239 0.0011169188318211178
leaf_count=592 332 86 120 268 171 84 312 201 129 98 257 136 421 143 50 257 122 131
internal_value=0 1.58961e-05 6.0167e-05 0.000104199 0.000142109 0.000190573 0.000237255 0.000174111 0.000227384 0.000155473 0.000237639 0.000305612 0.000150006 0.000668018 0.000298985 0.000411404 0.000571024 0.00031827
internal_weight=0 0.023566 0.0222967 0.0212009 0.020178 0.0186285 0.0175317 0.0158626 0.0147803 0.0136518 0.0123511 0.0112272 0.00785467 0.00337256 0.0068197 0.00539504 0.00389044 0.00257488
internal_count=3910 3318 3232 2900 2780 2512 2428 2257 2056 1927 1615 1517 1117 400 696 560 303 253
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=17
num_cat=0
split_feature=124 133 14 132 42 50 15 47 52 3 133 12 160 1 2 16
split_gain=0.000254086 0.000202052 0.000168812 0.000170049 0.000213886 0.000192934 0.0002363 0.000255404 0.000382249 0.000320203 0.000197802 0.000183299 0.000233435 0.000268217 0.000138412 0.000127515
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 0.080815000000000012 -0.089024999999999979 0.10625000000000001 -0.26361999999999991 0.09252500000000001 -0.092854999999999979 -0.074234999999999982 0.083815000000000014 -0.0089849999999999982 0.086110000000000006 0.076710000000000014 0.088735000000000022 -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 -1 6 -6 8 -8 -9 11 -10 13 15 -15 -13
right_child=-2 -3 -4 -5 5 -7 7 9 10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.00082169640955177163 0.00085326920236354859 -0.00083880008061662829 -0.00070044649969293652 0.00062167524178689186 0.00086362712142188042 -0.0007468114737225589 -0.00074491877001483554 0.00014291298340630797 -0.00055982872959007407 -0.0012133663710024081 0.00093503482899301286 -0.00049977252182122468 -0.00031515889789329081 0.0010724686000187472 0.0003419098906429673 0.00037011792801324941
leaf_weight=0.00109011522209635 0.0010876390889802854 0.0010857628678089181 0.0011729348633608685 0.0014869376091416362 0.0011990905173831388 0.0010382997835396797 0.0015109801779661465 0.0011754179281494859 0.0010790700491460905 0.0012019696811098593 0.0012643913005204654 0.001134768895272109 0.0018737297268029696 0.0020014751029554245 0.0015876934569673262 0.0011668683513694311
leaf_count=311 49 586 110 241 195 267 415 145 97 110 307 512 109 274 144 38
internal_value=0 -6.25438e-05 -2.0368e-05 2.20378e-05 -2.94301e-05 2.37715e-05 7.64252e-05 8.98435e-06 0.000121886 -0.0005428 0.00025146 0.000153727 0.000252893 0.000433577 0.000749301 -5.87614e-05
internal_weight=0 0.0210695 0.0199837 0.0188108 0.0173239 0.0162338 0.0151955 0.0139964 0.011619 0.00237739 0.010108 0.00884361 0.00776454 0.00589081 0.00358917 0.00230164
internal_count=3910 3861 3275 3165 2924 2613 2346 2151 1896 255 1481 1174 1077 968 418 550
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=12
num_cat=0
split_feature=484 1 52 48 2 13 48 16 1 47 1
split_gain=5.18806e-05 8.09934e-05 0.000100462 0.00012055 6.49109e-05 0.000126184 0.000112817 0.000107684 0.0001023 0.000146927 5.12318e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11588000000000002 -1.0000000180025095e-35 0.097940000000000013 -0.00059999999999999995 0.085875000000000021 -0.16268499999999997 0.076710000000000014 0.080860000000000015 0.10521500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 8 -6 -5 -10 -7
right_child=1 -3 -4 4 5 10 -8 -9 9 -11 -12
leaf_value=-0.0021595959691312725 -0.0024712364319335839 0.0025576568365368599 -0.0025763203161210252 -0.0014778765637237842 0.00079592647377002643 -0.0019049700919097261 -0.0022180276057028516 0.0053904041730224502 0.0038579968320992335 -0.0006950556443506697 0.0013746151719140516
leaf_weight=0.0011509052406149202 0.0015867026351239219 0.0013834848533743277 0.0015842851600845762 0.0014407158017390072 0.0010156539313688207 0.0010321755280512344 0.0018649410189579673 0.0012396377766492189 0.0017906852131509537 0.0013683179527179123 0.0010531147123916604
leaf_count=612 191 216 481 885 82 175 258 279 502 118 111
internal_value=0 0.000143189 -9.58152e-05 0.000221312 0.000616701 0.00160621 -4.76885e-05 0.00332132 0.000832268 0.00188585 -0.000248712
internal_weight=0 0.0153597 0.0139762 0.0123919 0.0108052 0.00434058 0.00646466 0.00225529 0.00459972 0.003159 0.00208529
internal_count=3910 3298 3082 2601 2410 647 1763 361 1505 620 286
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=18
num_cat=0
split_feature=14 38 124 484 42 3 457 15 160 0 160 0 3 42 4 4 48
split_gain=0.000254147 0.000220691 0.000243676 0.000230913 0.000202615 0.000273767 0.000316636 0.000315846 0.000301827 0.000266605 0.000263406 0.000204747 0.000179852 0.000423008 0.000212483 0.000105135 6.93204e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 0.11315500000000002 -0.100615 -0.0034949999999999994 -1.0000000180025095e-35 0.090735000000000024 -0.053834999999999994 -0.080184999999999992 -0.017269999999999997 0.086245000000000016 0.083725000000000008 0.011185000000000002 -0.15333499999999997 0.088825000000000015
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 7 -7 16 9 10 -8 -11 13 -12 -14 -9 -5
right_child=-2 -3 3 4 -6 6 8 15 -10 11 12 -13 14 -15 -16 -17 -18
leaf_value=0.00067846258126093859 -0.00082915859578511577 -0.00075139907122578724 -0.00069204013273155578 0.0013306692470743565 -0.00070380706153600815 -0.00095221307260656316 -0.00038627917920536415 0.00036756571564646552 -0.00081480956267374386 -0.00090503568103260292 -0.0005339303633309845 8.9887030633834311e-05 0.001447655209752103 0.00074207222256479177 0.00043013250565647482 -0.00035824031824987173 0.00067220573018507348
leaf_weight=0.0018583196183327285 0.0011585245990670392 0.001100735550365938 0.0013904650749295205 0.0010104923672999422 0.0010345946579100171 0.0010768747867293963 0.0013429351809188328 0.0015084294094815931 0.0011298496028864244 0.0011238522377549458 0.00141006500878755 0.001555047340948414 0.0010502750065475297 0.0019561883674750688 0.0016869391645593645 0.0010802262638144279 0.0010065593003022455
leaf_count=271 126 84 568 118 260 168 403 121 145 127 687 109 42 446 96 100 39
internal_value=0 2.39535e-05 6.41709e-05 5.21503e-06 5.91596e-05 0.000105763 -3.22187e-05 0.000475217 5.58048e-05 0.000152954 0.000325802 -0.000327503 0.00048248 0.000207577 0.000820558 6.46924e-05 0.00100208
internal_weight=0 0.0223218 0.0212211 0.0193628 0.0179723 0.0169377 0.012332 0.00460571 0.0112552 0.0101253 0.0074464 0.0026789 0.00610347 0.00336625 0.00273721 0.00258866 0.00201705
internal_count=3910 3784 3700 3429 2861 2601 2223 378 2055 1910 1674 236 1271 1133 138 221 157
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=18
num_cat=0
split_feature=14 124 133 133 147 484 48 4 12 12 2 2 1 16 0 0 16
split_gain=0.000276624 0.000222818 0.000239769 0.000168183 0.000129457 0.000201643 0.000234905 0.000217325 0.000279976 0.000230694 0.000244923 0.000175592 0.000167628 0.000138188 0.000185793 0.000205485 8.22039e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.083815000000000014 0.089245000000000005 -0.0043499999999999988 0.12649500000000002 0.28937500000000005 -0.013124999999999998 0.080120000000000011 0.10488500000000002 0.084735000000000019 0.11198000000000001 -0.17157499999999998 -0.06402999999999999 -0.014809999999999999 -0.014754999999999999
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 -11 -15 -16 -5
right_child=-2 -3 -4 16 -6 6 -8 12 9 13 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00076740292585107867 -0.00082506208777246063 0.00077002755458773007 -0.00079408661454439893 0.00083579100440048378 0.00052418585653532242 -0.00074352831169247459 -0.000811475947273682 6.5634269597465787e-05 0.00059869749349950486 0.0002051926650137607 0.0010495147246274714 -0.00020559150665324985 0.0010266507373746839 -0.00091906969088832616 0.00044028336679580204 -0.0006177704730578646 0.00015251697578312916
leaf_weight=0.0011196752755015084 0.0011772632280597209 0.0011087858413967753 0.0010911700029393309 0.0010138374940454921 0.0011482969913545462 0.0014700018165785351 0.0010013097801313551 0.0010552927823894729 0.0013106528853068563 0.0017072683298484815 0.0010804561393583656 0.0019945937279576831 0.0010601691015901284 0.0012315118026448874 0.0010735747012024233 0.0010658046476841321 0.0010386636370143384
leaf_count=305 126 49 570 280 130 155 77 42 64 77 74 121 191 1061 104 113 371
internal_value=0 2.57263e-05 -1.66773e-05 2.94977e-05 -2.84255e-05 -7.02547e-05 -1.47e-05 4.64388e-05 -5.04572e-05 5.71961e-05 0.000343974 0.000113339 0.00054725 -0.000190477 -0.000390873 -8.68222e-05 0.000490022
internal_weight=0 0.0205711 0.0194623 0.0183711 0.0163186 0.0151703 0.0140506 0.0130493 0.0109339 0.00946386 0.0043857 0.00330525 0.00211546 0.00507816 0.00337089 0.00213938 0.0020525
internal_count=3910 3784 3735 3165 2514 2384 2079 2002 1769 1614 259 185 233 1355 1278 217 651
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=19
num_cat=0
split_feature=1456 14 11 133 13 2 16 132 457 43 42 156 3 39 1 1 2 150
split_gain=0.000307514 0.000198451 0.000178531 0.000170544 0.000253916 0.000187805 0.000201009 0.000172117 0.000178161 0.000165766 0.000257162 0.00020663 0.000225372 0.000176092 0.000192405 0.000243192 0.000352854 0.000142519
threshold=-1.0000000180025095e-35 0.077685000000000018 0.088315000000000018 0.10599500000000002 -0.10939499999999998 0.097940000000000013 -0.10064999999999998 0.079995000000000011 -0.0015249999999999997 0.083940000000000015 -0.10770999999999999 0.088820000000000024 -0.10315499999999998 0.005105000000000001 0.11215000000000001 0.10498500000000001 0.096750000000000017 0.083205000000000015
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 -7 8 -6 10 -10 12 -12 14 15 16 17 -14
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00090378185226243997 3.4786163435917708e-05 -0.00065474107295541615 -0.00054616077326987756 -0.00053039257882652846 -0.00058028401869538403 0.00033503799830806306 0.0013669869924497614 0.00066678001297266912 -0.00065512433311690882 -0.00055124779233226646 0.00091009492641755873 -0.00050913582920869799 5.9885415407965323e-05 0.00073907136491789083 -0.00039361681848141563 0.0009497419954412387 -0.00078975027766399583 0.00079675605188805139
leaf_weight=0.0010145570364522251 0.0011947571132299032 0.001111956885301856 0.0012418463097194623 0.0011046410963751188 0.0013157681887726773 0.0010094627421849897 0.0010230554575739736 0.0011055600562709959 0.0010649405913281508 0.0011098353596164 0.0012708813763062663 0.0010222041454167755 0.0019394200629755829 0.0012292349667437684 0.0018142312264624039 0.0010093207616845845 0.0010117727868744208 0.0011114905407427766
leaf_count=369 110 106 123 513 227 78 95 187 137 226 85 196 832 238 83 51 167 87
internal_value=0 2.03828e-05 5.68631e-05 9.55909e-05 0.000133518 0.000551014 0.000854463 4.37212e-05 -5.83803e-06 5.42286e-05 0.000112796 0.000191366 0.000267652 0.000167046 6.4936e-05 0.000228958 4.98887e-05 0.000328338
internal_weight=0 0.0216904 0.0205784 0.0193366 0.0182319 0.00322728 0.00203252 0.0150047 0.0138991 0.0125833 0.0114735 0.0104086 0.00938635 0.00811547 0.00688624 0.005072 0.00406268 0.00305091
internal_count=3910 3541 3435 3312 2799 283 173 2516 2329 2102 1876 1739 1543 1458 1220 1137 1086 919
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=14
num_cat=0
split_feature=14 11 3 39 3 13 0 0 0 16 151 4 2
split_gain=5.65616e-05 5.78103e-05 0.000101301 9.70934e-05 0.000140935 0.000134574 0.000372562 0.000116114 0.000177459 0.000141312 8.51549e-05 7.73158e-05 4.97245e-05
threshold=0.056865000000000006 0.087830000000000005 -0.13927999999999999 0.005105000000000001 -0.005644999999999999 -0.10241499999999999 -0.053834999999999994 -0.074249999999999997 -0.10131499999999999 -0.057604999999999996 -0.0088999999999999982 0.22584000000000001 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 12 7 8 9 10 -7 -12 -4
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0027531983520452537 -0.0024684973644548349 -0.0023320691771666394 0.00017387714434641879 0.0048382940313985295 -0.00026338670351600338 -0.003483680170821494 -0.0069555359683068536 0.0028916891626965479 -0.0042962957814445674 0.0029989809643575604 -0.0019716499717291765 0.0019945055558703031 0.0034131785756442694
leaf_weight=0.0017031426927006663 0.0010100836757225831 0.0010105064709788883 0.001014410181419464 0.0010549673427394904 0.0014834942678697599 0.0010930862701153676 0.0010730925419382828 0.001150289333517393 0.0013020176933495019 0.0013986312022818146 0.0010476715532926617 0.0012012844702670999 0.0011525868102734184
leaf_count=167 144 135 107 239 187 83 259 396 1789 94 88 88 134
internal_value=0 0.000136544 0.000306534 -1.4709e-05 0.00185684 -0.000470073 -0.00109056 -0.000215591 -0.000807094 0.000151209 -0.00104057 0.00014688 0.0018968
internal_weight=0 0.0156852 0.0146747 0.0129715 0.00253846 0.0104331 0.00826607 0.00719298 0.00604269 0.00474067 0.00334204 0.00224896 0.002167
internal_count=3910 3766 3631 3464 426 3038 2797 2538 2142 353 259 176 241
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=13
num_cat=0
split_feature=49 12 2 12 3 1 2 2 12 2 3 2
split_gain=5.36379e-05 0.000200094 0.000134084 0.000103551 0.000118561 0.000154042 0.000112333 0.000101348 0.000120737 8.68717e-05 8.90331e-05 2.53095e-05
threshold=-0.029304999999999998 0.085185000000000025 0.090695000000000012 1.0000000180025095e-35 0.12566000000000002 0.10521500000000002 0.099370000000000014 0.08400500000000001 0.10333000000000002 0.10393500000000001 -0.084129999999999996 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 11 8 -5 10 -9 -2
right_child=3 -3 -4 7 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0029980824977526681 0.0022117419924074498 0.0031913391285010744 0.00093459616750478575 -0.0044662053124848375 -0.0016147999786728315 0.0035526027549322076 -0.0023932315224035289 -0.0010793831819093601 -0.00035870905891892087 -0.0022129929635907783 0.002461567803533874 0.00024038508841413563
leaf_weight=0.0011551161420249303 0.0010587727223212991 0.0017392487869270223 0.0017205794140915109 0.0012844203474510411 0.0016107719672106783 0.001495755570627593 0.0010031566196313235 0.0010711831100177335 0.0010263366888474401 0.0011579844375625174 0.0012004513339596251 0.0010186917925113781
leaf_count=161 74 189 209 716 176 232 114 670 103 411 711 144
internal_value=0 0.000800756 -0.000645091 -0.000332835 0.000468483 0.00120175 6.03204e-05 -0.00119652 -0.00264184 -0.000222717 0.000791842 0.00124508
internal_weight=0 0.00461494 0.0028757 0.0119275 0.00618715 0.00457638 0.00308062 0.00574038 0.00231076 0.00342962 0.00227163 0.00207746
internal_count=3910 559 370 3351 740 564 332 2611 819 1792 1381 218
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=19
num_cat=0
split_feature=133 133 156 12 50 2 1374 3 4 9 1 0 1 2 1 151 2 43
split_gain=0.000273447 0.000251007 0.00018099 0.000207965 0.000358881 0.000311558 0.000242313 0.000189582 0.000244096 0.000234945 0.000269372 0.000223496 0.000324433 0.000314023 0.000206783 0.000263488 0.000229146 8.84148e-05
threshold=0.10681500000000001 0.085625000000000021 0.091280000000000014 -0.036459999999999992 0.10625000000000001 0.094825000000000007 -0.088294999999999985 -0.22254999999999997 -0.23071499999999998 0.037245000000000007 0.12485500000000001 -0.070894999999999986 0.087545000000000026 0.086130000000000012 0.092010000000000022 -0.0032449999999999996 0.10457000000000001 -0.086909999999999987
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 5 6 -1 -5 -8 -9 10 11 12 13 -10 -14 -16 -17 -3
right_child=-2 17 -4 4 -6 -7 7 8 9 -11 -12 -13 14 -15 15 16 -18 -19
leaf_value=-0.0010958965254219057 -0.00088283128044951739 0.00022812461041117659 -0.00064818818073006693 -0.00064099993811509153 -0.00089859791063551687 0.00010106419941213702 0.00088780969292442437 -0.00053163505248212924 0.00019655445890637651 -0.00052195175582913722 0.00094721094528317366 0.0007372037626979099 0.00093315309380509568 -0.0010184422976409664 -0.00053587918430932481 1.0716695938902811e-06 0.0010344698402157098 0.00093171275926235407
leaf_weight=0.001155464242905661 0.0010003379989885824 0.0010023069486236776 0.0012863636054091547 0.0010568674977724521 0.0010173731352288119 0.0014030062029078702 0.0010971484059785165 0.0013745233643231982 0.001180816839222219 0.0011051074675609849 0.0016158395914750165 0.0017701578042653831 0.0011941580295085907 0.0013046475450920053 0.0012171834044948371 0.0015145798784362008 0.0010647546682984732 0.0010824084032409051
leaf_count=104 545 213 281 35 219 177 80 77 462 78 92 166 156 517 99 141 62 406
internal_value=0 2.93078e-05 -2.84605e-05 1.33396e-05 8.35021e-05 -0.000439511 0.000147982 0.000205732 0.000149642 0.000227891 0.00030418 0.000191807 6.26707e-05 -0.000441211 0.000313615 0.000118745 0.000427661 0.000593436
internal_weight=0 0.0224427 0.020358 0.0190716 0.0165132 0.00255847 0.0154958 0.0144389 0.0133418 0.0119672 0.0108621 0.0092463 0.00747614 0.00248546 0.00499068 0.00379652 0.00257933 0.00208472
internal_count=3910 3365 2746 2465 2184 281 1965 1930 1850 1773 1695 1603 1437 979 458 302 203 619
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=14
num_cat=0
split_feature=484 1 12 43 52 1 1 1 42 160 52 4 15
split_gain=5.33481e-05 7.25937e-05 8.73881e-05 9.26062e-05 0.000171073 8.95735e-05 0.000197782 0.0001454 0.000163236 0.000190525 8.50891e-05 0.000116844 7.16034e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 0.11097000000000001 0.11831500000000002 0.10373000000000002 0.085545000000000024 0.087825000000000014 -0.087094999999999992 -0.00072999999999999985 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 10 -5 -12 -6
right_child=1 -3 -4 4 12 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0024032087480674999 0.0030993767863470648 0.0026916051830741298 -0.003163218573131653 -4.2462834672661265e-06 -0.00087826297844928187 -0.0047279860282177216 0.002256169483943127 0.0047677488215871052 -0.0037049279479400704 -0.0029601894308536191 0.0058485681043454699 0.00079090765965090007 -0.0049331439077389223
leaf_weight=0.0011651615833728332 0.0013044603611820629 0.0013759262447431255 0.0011334114831025354 0.0011641839278990007 0.0011385712077891267 0.001166781154570494 0.0010083742181410654 0.001247750757651888 0.0010478153818517383 0.0010693740787054845 0.0014839863795456658 0.0010338965646842541 0.0011862112794918112
leaf_count=612 156 216 117 234 261 132 150 177 519 135 359 145 697
internal_value=0 0.000160237 -8.88171e-05 0.000182325 -0.000147214 0.000558637 -0.00149022 0.00119104 0.000421492 0.00133147 0.00257789 0.00377178 -0.00294725
internal_weight=0 0.0153607 0.0139848 0.0128514 0.0115469 0.00922216 0.00217516 0.00704701 0.00579926 0.00475144 0.00368207 0.00251788 0.00232478
internal_count=3910 3298 3082 2965 2809 1851 282 1569 1392 873 738 504 958
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=13
num_cat=0
split_feature=4 15 15 151 0 40 4 0 3 13 2 1
split_gain=5.07402e-05 6.97023e-05 7.30587e-05 0.000124507 7.84631e-05 0.000148672 9.1722e-05 0.000146256 0.00020986 8.73554e-05 6.42701e-05 5.42488e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.091024999999999981 -0.0074049999999999993 0.18055000000000002 -0.065259999999999999 -0.23071499999999998 -0.070894999999999986 0.099570000000000006 -0.032264999999999995 0.087005000000000013 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 8 10 -9 -8 -2
right_child=11 2 4 -5 -6 6 7 9 -10 -11 -12 -13
leaf_value=-0.0028334382327390084 -0.00045518602143198287 0.0044182234347801275 -0.0042700324330213705 -0.00075841030194039559 0.0023570986294056116 -0.0025235493972171289 -0.0013055907469730194 0.00015675547102128839 0.0027823054504749144 0.004142990360297737 -0.0047223231119683014 0.0024502758361426877
leaf_weight=0.0011306867437608165 0.001257503549414229 0.0010214810311343914 0.0011918612434300502 0.0010972529169846678 0.0010250619255165469 0.0015838493092625193 0.0015922432189728222 0.0011441718956724262 0.0011702183683802991 0.00138191911523295 0.0010338162914917785 0.0017498092384205777
leaf_count=275 118 105 141 250 35 257 1054 282 83 158 829 323
internal_value=0 -0.000298604 -6.44809e-05 0.00173734 -0.000441595 -0.000756918 -0.000227317 0.000347924 -0.000975937 0.00233746 -0.00265068 0.00123536
internal_weight=0 0.0133726 0.0122419 0.00211873 0.0101231 0.00909808 0.00790622 0.00632237 0.00379628 0.00252609 0.00262606 0.00300731
internal_count=3910 3469 3194 355 2839 2804 2663 2406 1966 440 1883 441
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=12
num_cat=0
split_feature=52 376 150 151 4 12 151 160 12 43 2
split_gain=4.98832e-05 9.12711e-05 8.46664e-05 0.000140338 0.000123243 0.000119142 0.000114698 0.000109477 0.000132254 0.000142602 8.67749e-05
threshold=-0.27466499999999994 0.048375000000000008 0.083205000000000015 -0.029339999999999995 0.40359500000000004 -0.0089849999999999982 -0.056409999999999995 -1.0000000180025095e-35 0.098845000000000016 -0.07526999999999999 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 -7 9 -9 -11
right_child=1 -3 6 4 -6 7 -8 8 -10 10 -12
leaf_value=-0.0021773943526121925 -0.0045616672279238484 0.0027667906400952276 0.0036791950296532114 -0.0043326155075668685 0.0027422865007332878 -0.0029335868435547731 -0.00049319624541563736 0.004680930630431299 -0.0028269955855138155 -0.0020614805893303481 0.0021143194185083702
leaf_weight=0.0012632124015222101 0.0010563197152393062 0.0015508509210991053 0.0015523887683124987 0.0010499130032908255 0.0015185312628582101 0.0014683489749325622 0.0018533759925045265 0.0012758765323967907 0.0011246258952388698 0.0012650781845741188 0.0012874487310854665
leaf_count=425 252 200 249 134 242 736 165 272 284 787 164
internal_value=0 0.000165618 -0.000134267 -0.000657328 -0.000198561 -0.000796285 0.00140863 -0.000218085 0.000586938 0.00158981 4.47179e-05
internal_weight=0 0.0150028 0.0134519 0.0100461 0.00898982 0.00747129 0.00340576 0.00642138 0.00495303 0.0038284 0.00255253
internal_count=3910 3485 3285 2871 2619 2377 414 2243 1507 1223 951
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=19
num_cat=0
split_feature=133 14 3 48 484 132 0 15 42 42 43 2 3 457 3 2 1 16
split_gain=0.000444739 0.00027165 0.000193685 0.00029231 0.000270201 0.000249645 0.000191663 0.000239214 0.000156865 0.000152744 0.000338525 0.000154982 0.000121474 0.000117499 0.000151015 0.000109668 8.60747e-05 6.31041e-05
threshold=0.10681500000000001 0.077685000000000018 0.16699000000000003 0.12649500000000002 -0.0043499999999999988 0.080815000000000012 -0.10575999999999998 -0.087539999999999993 -0.089024999999999979 1.0000000180025095e-35 -0.074254999999999988 0.099370000000000014 -0.015794999999999997 0.082335000000000005 0.090325000000000003 0.087005000000000013 0.088495000000000018 -0.15595499999999998
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 13 -8 11 15 12 -10 14 -6 16 -11 -9
right_child=-2 -3 -4 -5 5 -7 8 17 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00068237870270244417 -0.0011307721061654919 -0.00080075673557214379 0.000683657475771377 -0.00078792361931981554 0.00025443966565516941 0.00083817883057894641 -0.00058960497394242278 0.00050726745704190578 0.00095991339280550824 0.00069185012597309365 -0.0010439694354332258 -0.00025953298451846288 0.00016432172528968192 0.00056927543478365109 -0.00054950322360629257 -0.00034849892877460007 -1.1857632643008134e-05 0.0011254020234404184
leaf_weight=0.0012756047887081843 0.0010395709765954704 0.0011180701476631574 0.0014964406251415886 0.0012296610958418821 0.0015763256749278774 0.001454465173546241 0.0015013266482027292 0.0010008964751069549 0.0011371815672852684 0.0010042815429268633 0.001062671435376656 0.0010252737514317364 0.0011912029051620848 0.0010707506116853505 0.0012863256155175584 0.0011344225051928957 0.0011085638977083971 0.0010017720815516619
leaf_count=489 545 111 179 92 122 182 263 79 380 89 456 202 117 46 46 280 177 55
internal_value=0 3.50362e-05 8.04936e-05 3.31398e-05 8.97617e-05 0.000149255 8.29012e-05 0.000326632 -7.49619e-05 2.58586e-05 -0.000190971 0.000304516 0.000552888 7.72338e-05 -0.00010681 8.81733e-05 0.00032263 0.00081647
internal_weight=0 0.0216752 0.0205572 0.0190607 0.0178311 0.0165555 0.015101 0.00593607 0.00916492 0.0076636 0.00430994 0.00335366 0.00232838 0.0039334 0.00286265 0.00324727 0.00211285 0.00200267
internal_count=3910 3365 3254 3075 2983 2494 2312 348 1964 1701 1002 699 497 214 168 546 266 134
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=13
num_cat=0
split_feature=484 1375 1 12 52 0 0 3 0 2 3 16
split_gain=5.06113e-05 6.72409e-05 7.52301e-05 9.43558e-05 9.37278e-05 9.37225e-05 7.92581e-05 0.000111422 9.52073e-05 6.82855e-05 7.92472e-05 3.3502e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.084240000000000023 -0.061129999999999997 -0.10575999999999998 0.092005000000000017 -0.084074999999999997 0.099675000000000014 -0.075679999999999983 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 11 -8 10 -10 -3
right_child=1 2 -4 -5 5 -7 8 -9 9 -11 -12 -13
leaf_value=-0.0021372874823332986 -0.0021739235871752623 0.0023664545002523413 0.0027491055419144078 -0.0028151913248055252 -0.0032846739276832706 0.0003992259863290117 -0.0024435680575067538 -1.6501228124762722e-05 -1.9587918958269276e-05 -0.0012292990704298849 0.0037515882026009461 0.0050197550962544401
leaf_weight=0.0011437527938607172 0.0012547271749280839 0.0010318715451991534 0.0013015140199880157 0.0011030870527582457 0.0013152354850495948 0.0017767161297008935 0.0012196055365800689 0.0015240411923295172 0.0011863168868476378 0.0010909289415103329 0.0012548251977374028 0.0010514516692989827
leaf_count=612 146 120 211 116 933 116 409 125 478 303 178 163
internal_value=0 0.000145063 0.000355065 0.000106868 0.000388353 -0.00116781 0.000963967 0.00213307 7.64115e-05 0.000946547 0.00191892 0.00370557
internal_weight=0 0.0151103 0.0138556 0.0125541 0.011451 0.00309195 0.00835904 0.00360736 0.00475168 0.00353207 0.00244114 0.00208332
internal_count=3910 3298 3152 2941 2825 1049 1776 408 1368 959 656 283
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=13
num_cat=0
split_feature=42 376 133 43 4 12 16 43 3 3 2 151
split_gain=4.91419e-05 9.77043e-05 9.75371e-05 0.000104546 0.000106185 0.000102913 9.62401e-05 7.90724e-05 0.000131707 8.98084e-05 0.000138089 0.000231033
threshold=-0.10770999999999999 1.0000000180025095e-35 0.087170000000000011 -0.070369999999999988 0.08734500000000002 0.085250000000000006 0.081265000000000018 0.083940000000000015 -0.097604999999999983 0.086245000000000016 0.11230000000000001 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5 -10 11 -11
right_child=1 -3 -4 6 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0018719238599666343 0.002540514436505408 0.0025669586502411624 -0.0028263850742468993 0.0028730634193615255 0.0034874860352260978 -0.0011813939815576448 -0.0026932929140777613 -0.0023754127607741632 -0.0026349953131437234 -0.0013175221600081517 -0.0014671317022025064 0.0046115640361438772
leaf_weight=0.0010980999144712998 0.001021491860180075 0.0012452027339259651 0.0010064838478767825 0.0013500950285497701 0.0013012259708225955 0.0015528567338895481 0.0013206888221287821 0.0010310945327314022 0.0010961663790948145 0.001015595934237723 0.0019490751712844968 0.0011765182409244346
leaf_count=241 223 197 865 113 120 495 298 296 738 56 177 91
internal_value=0 0.000123616 -9.65117e-05 0.000117894 0.00136717 0.000295445 -0.000423727 -3.02933e-05 0.000336774 -0.000317035 0.000296526 0.00186465
internal_weight=0 0.0150665 0.0138213 0.0128148 0.00387557 0.00257435 0.00893923 0.00761855 0.00658745 0.00523736 0.00414119 0.00219211
internal_count=3910 3669 3472 2607 838 718 1769 1471 1175 1062 324 147
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=17
num_cat=0
split_feature=14 133 50 159 133 4 12 13 48 3 3 15 43 16 1 4
split_gain=0.000204719 0.000193988 0.000259021 0.000203886 0.000209375 0.000224157 0.000173411 0.000252525 0.000296661 0.000292118 0.000468136 0.000313439 0.000165038 0.000136743 0.000179872 0.000144807
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.026594999999999997 0.083815000000000014 -0.032604999999999995 -0.023959999999999995 0.23436000000000004 0.11930500000000001 -0.115685 -0.078669999999999976 -1.0000000180025095e-35 -0.017894999999999998 0.050115000000000007 0.094695000000000015 -0.0017649999999999999
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 -6 -5 8 9 11 -11 -8 -12 14 15 -14
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 12 -13 13 -15 -16 -17
leaf_value=0.00067142046421137316 -0.00068181118249310444 -0.00059923201718323541 -0.0006539356521579429 -0.00044861989333318318 0.0010055933018533513 1.6504352133300793e-05 0.0011250816220526364 0.00078971018031689412 -0.00080046218008913484 -0.00093915251153805167 0.00063383070847063236 3.773974660339094e-05 0.00021333224422215815 -0.00049852346391497725 0.0004440497981281338 -0.00058726343616229051
leaf_weight=0.0014380612350863393 0.0010119002254976575 0.0011028794968534579 0.0011178780754132573 0.0018321185871376872 0.0010904280360610509 0.0011003859596437895 0.0011483784905061134 0.0010411401873517698 0.0010218446174219417 0.0012605136076513515 0.001109589786031373 0.0014138956950784359 0.0010445980906507377 0.0011314475864526441 0.001984046629477626 0.0011180137242613472
leaf_count=256 126 542 331 279 101 433 89 73 64 868 99 134 113 124 160 118
internal_value=0 3.10072e-05 6.78767e-05 0.000113376 6.41315e-05 0.000508801 -4.93254e-06 6.12988e-05 -6.21871e-06 7.32676e-05 -7.80944e-05 0.000525072 9.18222e-05 -2.21215e-05 0.000107868 -0.000200555
internal_weight=0 0.0199552 0.0188523 0.0177345 0.0162964 0.00219081 0.0141056 0.0122735 0.0112323 0.0102105 0.00764821 0.00256227 0.0063877 0.00527811 0.00414666 0.00216261
internal_count=3910 3784 3242 2911 2655 534 2121 1842 1769 1705 1482 223 614 515 391 231
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=12
num_cat=0
split_feature=4 0 41 457 16 1 42 1 0 16 52
split_gain=4.78197e-05 9.13275e-05 0.000112426 0.000104986 9.91721e-05 9.55985e-05 9.8424e-05 9.11642e-05 7.5446e-05 0.000172979 0.000191095
threshold=-0.49837999999999999 0.048950000000000007 1.0000000180025095e-35 -0.0034949999999999994 -0.50585499999999983 1.0000000180025095e-35 0.081685000000000021 0.089075000000000015 -0.14808999999999997 -0.055679999999999993 -0.10201499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 -10 -11
right_child=1 -3 -4 4 5 7 -8 8 9 10 -12
leaf_value=-0.0018567577608187764 -0.002854449541411111 0.0022549664342842038 -0.0032050762979291565 0.002773331091324801 -0.0034870617720045433 0.0031378217885325117 0.00056128211213497586 -0.0014780835038750188 0.0030045062917457908 0.0020571830484509934 -0.0032652773407087356
leaf_weight=0.0012125400660835733 0.0010115428974163789 0.0016893455248317433 0.0010252912613815954 0.0014303326040291985 0.0012622274782664407 0.0011054230811874885 0.0010095755961850826 0.0019065647839447402 0.0019239414654746738 0.0011585895823666981 0.0013811665559431696
leaf_count=176 306 161 190 188 773 225 871 118 437 144 321
internal_value=0 0.000139053 -0.000131442 0.000127092 0.000396908 4.81953e-05 -0.001688 0.000575812 0.00013123 0.000818611 -0.00083727
internal_weight=0 0.014904 0.0132147 0.0121894 0.0111778 0.00974749 0.0022718 0.00747569 0.00637026 0.0044637 0.00253976
internal_count=3910 3734 3573 3383 3077 2889 1644 1245 1020 902 465
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=14
num_cat=0
split_feature=14 132 13 2 0 457 39 0 49 15 16 457 4
split_gain=5.00323e-05 6.29542e-05 9.9726e-05 0.000113184 0.000104976 8.25346e-05 0.00013915 0.00010528 0.000158449 0.000111574 0.000108788 5.31241e-05 3.28219e-05
threshold=0.020750000000000005 0.080815000000000012 -0.091229999999999992 0.10910500000000002 0.12346000000000001 0.079020000000000021 0.005105000000000001 -0.053834999999999994 -0.006494999999999999 -0.064869999999999983 -0.114825 0.097045000000000006 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 7 8 -4 10 -10 -7 -1
right_child=-2 -3 4 -5 -6 11 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0010417338570774977 -0.0022268849612688377 0.0022077971258556085 -0.0043244316875671873 0.0043226858596908521 -0.0035345290910593582 0.0032953824848229239 0.0023634971279227822 -0.00438554554109354 0.0012271772073539683 0.0022730108404613752 -0.0031764139304848679 -2.9426395615253616e-05 0.001510815670902186
leaf_weight=0.0011130447850787395 0.0010043377024288721 0.0014008387750195717 0.0010377206808335256 0.0010252662319927483 0.0011133858261616744 0.0010099173319908505 0.0012787036329516511 0.0010082997605832325 0.0010586593235381589 0.0015975421347580493 0.0013332715263757954 0.0010120718310639709 0.0010113369828080674
leaf_count=193 153 353 257 166 122 135 265 227 155 1208 443 106 127
internal_value=0 0.000137612 -7.56348e-05 0.00152409 -0.000557815 -0.000202827 -0.000709841 -0.00136097 -0.000754334 0.000174301 -0.0012274 0.00163121 0.000173437
internal_weight=0 0.0150001 0.0135992 0.00314965 0.0104496 0.00933619 0.0073142 0.00603549 0.00502719 0.00398947 0.00239193 0.00202199 0.00212438
internal_count=3910 3757 3404 486 2918 2796 2555 2290 2063 1806 598 241 320
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=17
num_cat=0
split_feature=14 38 124 484 48 4 3 3 0 3 12 1 3 4 15 43
split_gain=0.00020634 0.000148107 0.000234905 0.000164014 0.000189091 0.000174343 0.000190795 0.000158802 0.000130431 0.00022535 0.000312733 0.00017973 0.00016526 0.000247878 0.000217394 0.000123822
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 0.28937500000000005 0.11476000000000001 0.11265500000000002 -0.23029999999999998 -0.074234999999999982 1.0000000180025095e-35 0.095575000000000007 -0.078669999999999976 -0.060264999999999992 -0.088379999999999986 -0.092484999999999984
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 -7 -5 12 11 -11 13 15 -15 -10
right_child=-2 -3 3 4 -6 7 -8 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=0.00072945316155777391 -0.00078426205803079499 -0.00063076848066871097 -0.00061347313232884484 0.00046988808279560442 -0.00064031853360979499 0.0010364293542681976 0.0005587846117394487 6.3892951397756222e-05 -0.00011539775020866172 -0.00068305672290322299 -0.0012795205510790224 0.00029039397818269734 0.00074005322065680572 0.0001062185580271069 -0.0010287108330403762 0.00065567901681546368
leaf_weight=0.0016376529022263794 0.001055062461285893 0.0010333295014724455 0.001275214168917716 0.0013523661424361651 0.0011712791055241414 0.001186309404689786 0.0019404217515516806 0.0010286567080950576 0.0012391126136730417 0.0010998864799009562 0.0011261747665104009 0.0014335607179435383 0.0010435244250656187 0.0010328513077002346 0.0011940968466311458 0.0015237063461199509
leaf_count=270 126 87 568 48 94 161 99 101 195 133 328 64 240 195 433 768
internal_value=0 3.73655e-05 7.31658e-05 1.22625e-05 6.10012e-05 0.000115041 3.49192e-05 0.000584772 -5.71129e-05 -0.000130641 -0.000485283 -0.000132226 8.44751e-05 -5.26279e-05 -0.000502334 0.000309854
internal_weight=0 0.0203181 0.0192848 0.0176472 0.0163719 0.0152007 0.0129857 0.00221497 0.0110453 0.00969291 0.00365962 0.00253345 0.00603329 0.00498977 0.00222695 0.00276282
internal_count=3910 3784 3697 3427 2859 2765 2503 262 2404 2356 525 197 1831 1591 628 963
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=15
num_cat=0
split_feature=14 38 124 484 3 42 0 13 49 47 160 3 16 16
split_gain=0.000213897 0.00017681 0.000205324 0.000174509 0.000172609 0.000187508 0.000149574 0.000238671 0.000168215 0.000117979 0.000152746 0.000123469 0.000169638 0.000139336
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.12008499999999998 0.08110500000000001 -0.053834999999999994 -0.089189999999999978 -0.091004999999999989 0.09252500000000001 0.090735000000000024 0.097615000000000021 -0.057604999999999996 -0.10808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -6 10 11 12 13 -10
right_child=-2 -3 3 4 6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00062380460317345622 -0.00071906534079057281 -0.00062765880060824952 -0.00057317230684238922 0.0007220339494092723 -0.00053808664760095811 -3.4538846856287231e-05 0.00019747131247247377 -0.00074623528762999506 0.0003034547864678734 -0.00022714260916664505 -0.00031625527192316664 0.00073993887237132339 0.00056160831825035316 -0.00055530505089330235
leaf_weight=0.001605631607670229 0.0010940262635931999 0.0010547356376020547 0.0012772717922011822 0.0019276935538332591 0.0010941846845616268 0.0016252801598921618 0.0012319731403020451 0.0017407381848621077 0.0010161187978004011 0.0017914806148620586 0.0010794694803748228 0.001615227281246065 0.0018348961652104737 0.0010182789742715533
leaf_count=270 126 87 568 198 112 89 54 271 172 195 132 126 575 935
internal_value=0 2.60619e-05 6.26243e-05 1.03975e-05 5.70555e-05 0.000375946 -3.41516e-05 -0.000355137 6.68254e-05 0.000146041 0.000247893 0.000358929 0.000199877 -0.000126381
internal_weight=0 0.019913 0.0188582 0.0172526 0.0159753 0.00355297 0.0124224 0.00297271 0.00944966 0.00835547 0.00656399 0.00548452 0.00386929 0.0020344
internal_count=3910 3784 3697 3427 2859 287 2572 325 2247 2135 1940 1808 1682 1107
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=12
num_cat=0
split_feature=52 1 16 1 42 47 3 133 160 52 4
split_gain=5.32618e-05 8.69039e-05 7.21216e-05 0.000128548 0.000214319 0.000192995 0.000124855 8.4535e-05 0.000115288 0.00012448 4.08103e-05
threshold=-0.27466499999999994 0.13662500000000002 -0.52908499999999992 0.10004000000000002 0.087065000000000017 0.086785000000000015 0.11818000000000002 0.083815000000000014 -0.025614999999999995 -0.031409999999999993 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 8 -4 -10 -11
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0020828748785041897 -0.0021127608128462326 0.003078614992177466 0.0021492736997200572 0.0048356312701677753 -0.0043966662571267006 -0.0017974756307492909 0.00034984110827607489 0.0022144885772485343 -0.0039449675578228736 0.0013749399469896921 -0.0014395360415863933
leaf_weight=0.0012525394235232785 0.001643957324477874 0.0010406528990444244 0.0013338944954193041 0.0018387192464859757 0.0013235306946542151 0.0012054344031308672 0.0010766212019385768 0.0017137827440384607 0.0013632291392943969 0.0012033028581987541 0.0010609083436035139
leaf_count=425 164 212 281 334 914 136 75 500 166 508 195
internal_value=0 0.000163742 -5.66518e-05 0.000222252 -0.000551057 0.00172329 0.00317905 0.000211444 -0.000480463 -0.00144748 5.62021e-05
internal_weight=0 0.014804 0.0137634 0.0121194 0.00799865 0.00412077 0.00291534 0.00667512 0.00496133 0.00362744 0.00226421
internal_count=3910 3485 3273 3109 2564 545 409 1650 1150 869 703
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=18
num_cat=0
split_feature=133 14 133 50 12 48 3 2 4 3 150 159 15 4 3 43 4
split_gain=0.00037809 0.000249924 0.00020905 0.000180443 0.000248022 0.000271029 0.000256357 0.000228474 0.000215138 0.000247815 0.000295356 0.00024709 0.000203991 0.000150789 0.000223234 0.000208831 0.000133767
threshold=0.10681500000000001 0.077685000000000018 0.085625000000000021 0.10625000000000001 -0.036459999999999992 0.11930500000000001 -0.13927999999999999 0.094825000000000007 -0.23071499999999998 0.097615000000000021 0.087235000000000021 0.081445000000000017 -1.0000000180025095e-35 -0.076854999999999993 -0.078669999999999976 -0.074254999999999988 0.066620000000000026
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 12 -1 -8 10 11 13 -6 -10 -15 -16 -11
right_child=-2 -3 -4 -5 5 -7 8 -9 9 16 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00096488394839132656 -0.00095695733791927539 -0.00073474231212738083 0.00058449056127102478 -0.00060526304761422157 0.0010657775414678662 -0.00059701852824205063 -0.00058891163482529499 7.1305787415081552e-05 0.00085730890708982685 0.0010299578405975646 -0.00073201669358527585 -0.00055690095185264167 0.00014685881233206398 -0.00046387360819373437 0.00095174368201516994 6.0056268896979013e-05 0.00030529535584242461
leaf_weight=0.0010948271497451308 0.0010511288592970408 0.0010468395957268775 0.0018640292299966594 0.0011243460847363647 0.00141757860608549 0.0012041747932596278 0.0010782944757194964 0.0011075356222842283 0.0010060247433403445 0.0010357915232780956 0.0011680193516064585 0.0010520840029295429 0.0011180042245104655 0.0010803915894869258 0.0010834805809287777 0.0018228283863126033 0.0018121443090182987
leaf_count=106 545 111 614 236 100 79 110 187 553 69 111 225 130 283 63 298 90
internal_value=0 3.1474e-05 7.14402e-05 1.891e-05 5.99954e-05 0.000134567 0.00019899 -0.000443799 9.39129e-05 0.000167097 8.46556e-06 0.000151547 0.000660602 0.000300833 0.000160409 0.00039248 0.000568854
internal_weight=0 0.0211164 0.0200696 0.0182055 0.0170812 0.0148788 0.0136746 0.00220236 0.0111391 0.0100608 0.00721283 0.00604481 0.00253558 0.00499273 0.0039867 0.00290631 0.00284794
internal_count=3910 3365 3254 2640 2404 2111 2032 293 1802 1692 1533 1422 230 1197 644 361 159
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=18
num_cat=0
split_feature=14 133 50 47 42 159 376 52 151 42 4 4 457 157 12 1 16
split_gain=0.000221108 0.000174518 0.000200514 0.000178397 0.000229361 0.000243703 0.000197808 0.000303438 0.000224016 0.000284809 0.000134625 0.000232403 0.000227944 0.000189245 0.000164336 0.000120768 8.63812e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 0.13206500000000002 0.098285000000000011 -0.026594999999999997 0.048375000000000008 0.10218500000000001 -0.090394999999999989 -1.0000000180025095e-35 0.25367000000000006 -0.0017649999999999999 0.085130000000000025 -1.0000000180025095e-35 0.091405000000000014 0.076710000000000014 -0.52908499999999992
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 13 -13 -11 15 -15 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 16 12 -14 14 -16 -17 -18
leaf_value=0.00084460198525436014 -0.00074651718010437166 -0.00060073600212875316 -0.00061413363305432283 -0.00053190314435273421 0.00083874100143523751 -0.00066967022256123531 0.00068083744126174741 -0.00084069933971774665 -0.00063706608605324942 -0.00026645935204380874 0.00027453835021176378 -0.00061746097585622364 0.0003110534640878589 -0.00010892983122144518 0.0010506654644034546 0.00063355332560682755 0.00093059604031952583
leaf_weight=0.001107667871658463 0.0010199388319537808 0.0010913824150119806 0.0010731698246254388 0.0010725753485991687 0.0012348562671888512 0.0010269998598045798 0.0012061400195950188 0.0010937697251031395 0.0011566828240108006 0.0010249047377118787 0.0011433608592774647 0.0017438565048061381 0.001202489255859529 0.0010975888788832969 0.0011281164369089103 0.0012744179232590108 0.0010241770802917362
leaf_count=232 126 542 331 42 228 178 133 228 630 253 76 222 39 248 97 188 117
internal_value=0 3.69183e-05 7.43119e-05 0.00011644 0.000158674 0.000103535 4.54108e-05 -1.39258e-05 6.25633e-05 0.000132222 0.000224537 0.000120099 -0.000238507 0.000353595 0.00053516 0.000289987 0.00058453
internal_weight=0 0.0197022 0.0186108 0.0175376 0.016465 0.0152302 0.0141225 0.0129164 0.0118226 0.0107956 0.00963891 0.00747137 0.00294635 0.00452503 0.00350012 0.00237201 0.00216754
internal_count=3910 3784 3242 2911 2869 2641 2409 2276 2048 1870 1240 1047 261 786 533 436 193
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=14
num_cat=0
split_feature=484 133 42 0 15 42 3 15 160 51 16 0 2
split_gain=4.99906e-05 5.45516e-05 0.00010449 9.1423e-05 0.000119303 0.000186949 0.000119223 0.000105744 0.000126132 0.000108798 6.5791e-05 0.000106027 3.76971e-05
threshold=-0.0043499999999999988 0.10064500000000001 -0.10770999999999999 0.055865000000000005 1.0000000180025095e-35 0.060615000000000009 -0.13927999999999999 -0.0058549999999999991 -0.030424999999999997 0.090935000000000016 -0.094359999999999986 -0.089539999999999995 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 -8 10 12 -12 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.0023146417729528485 -0.0031208379962940915 -0.0023794306527232093 0.0044323438900578478 0.0030265013222685339 -0.0050898710150998209 0.0013676927281508597 -0.0038603742334153753 0.0036096854293297511 -0.0026949821037036757 0.0038262252928112522 0.003641826528834971 -0.0012930030380488039 0.00015033146507151358
leaf_weight=0.0011254270114171147 0.0010336235555545347 0.0010115327624142046 0.0010451498776439241 0.001750957629012507 0.0012211771117299841 0.0010861005940969587 0.0010103188676178348 0.0011036054280233057 0.0014510571115732491 0.0010228304525055909 0.001109523024811416 0.0011235872876471239 0.0010144556632678437
leaf_count=612 183 517 101 205 479 438 419 134 166 89 157 270 140
internal_value=0 0.00015989 0.000343724 0.000620493 0.000243939 -0.00205011 0.000839964 0.000360782 -0.000171843 0.000479494 -0.000249047 0.00115887 -0.00152425
internal_weight=0 0.0149839 0.0139724 0.0129388 0.0111878 0.00230728 0.00888053 0.00783538 0.00673177 0.00572145 0.00469862 0.00223311 0.00246551
internal_count=3910 3298 2781 2598 2393 917 1476 1375 1241 822 733 427 306
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=17
num_cat=0
split_feature=14 38 124 124 133 50 3 47 4 1 48 2 1 4 151 15
split_gain=0.000218052 0.000180257 0.000249246 0.000187157 0.000247167 0.000276934 0.000293331 0.000284453 0.000236558 0.000203598 0.00023057 0.000289855 0.000223631 0.000177175 0.000204531 0.000131385
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10625000000000001 -0.15464999999999998 0.11603500000000001 -0.23071499999999998 0.094695000000000015 0.11379500000000002 0.11260500000000001 0.10915500000000002 -0.056579999999999991 -0.0074049999999999993 -0.010894999999999998
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 -4 8 -8 13 11 12 -11 -10 -15 -16
right_child=-2 -3 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 14 15 -17
leaf_value=0.00069683707321348482 -0.00076363945738641323 -0.00065522397700344865 0.00077100478385589777 0.00070927186581165287 -0.00087744327462639074 -0.00089024821061466683 -0.00061213991920121996 -0.00092321606780995972 0.00040604338202758673 0.0008390894271519476 -0.00026879882847772891 0.0013260905310449823 -0.00013170168325264404 0.00012626577753471833 -0.0010563503383883757 -0.00018437933783334263
leaf_weight=0.0017607230051180393 0.0011838839042512253 0.0011820513102923915 0.0016607399694585851 0.0010980489620946816 0.0010608634646397204 0.0010185605161157031 0.0014919176537841984 0.0010164149051599134 0.0016248011968199669 0.0013319928366523071 0.0013054763144184252 0.0011946082998945794 0.0017081867075416923 0.0019998466084010947 0.0011951155754425262 0.0010018897806633219
leaf_count=269 126 91 170 49 607 307 128 95 740 136 42 165 112 270 455 148
internal_value=0 1.90951e-05 5.80355e-05 -2.08444e-06 -4.64391e-05 6.83013e-06 6.56627e-05 -1.87907e-05 5.27266e-05 0.000140029 0.000383725 0.000584881 0.000293631 -9.18874e-05 -0.00028466 -0.00065871
internal_weight=0 0.0216512 0.0204692 0.0187085 0.0176104 0.0165496 0.015531 0.0138702 0.0128538 0.0113619 0.00554026 0.00423479 0.00304018 0.00582165 0.00419685 0.00219701
internal_count=3910 3784 3693 3424 3375 2768 2461 2291 2196 2068 455 413 248 1613 873 603
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=17
num_cat=0
split_feature=133 38 3 48 14 484 3 0 16 49 12 0 0 15 151 1
split_gain=0.000320665 0.000237882 0.000378621 0.000261613 0.000231625 0.00023266 0.000211242 0.000191193 0.000257411 0.000221663 0.00022784 0.000341373 0.000202919 0.000190942 0.000169731 0.000197411
threshold=0.10681500000000001 0.083695000000000006 0.16699000000000003 0.12649500000000002 0.077685000000000018 -0.0043499999999999988 -0.12008499999999998 -0.10575999999999998 -0.073459999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 -0.070894999999999986 -1.0000000180025095e-35 -0.0088999999999999982 0.10134000000000001
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 13 8 14 -9 -11 12 -12 -7 -8 -16
right_child=-2 -3 -4 -5 -6 6 7 9 -10 10 11 -13 -14 -15 15 -17
leaf_value=-0.00063696613860919269 -0.0010079932388981766 -0.00081035513646627699 0.0010029957901009396 -0.00081382227484131113 -0.00076211806631174407 0.0010173721462103089 -0.00048051449716153837 -0.00068960367659545675 0.00089739774928019765 0.00063733477535778767 -0.00022596196749077275 -0.00084668310583644777 0.00082102931449675267 0.00017795239129726664 -0.0001818234113702967 0.0008352538982147388
leaf_weight=0.0012715252342777169 0.0010233138581216472 0.0010557218330665133 0.001339179480904693 0.0011949000117790201 0.0010601513352654903 0.0016163869565017919 0.0012978681871383957 0.0017777879008695329 0.0017098038525709888 0.0015412388592816106 0.0013717767945754036 0.0015541215262889476 0.0010901558524879507 0.0019765391178365654 0.0012526382121927394 0.0012522085071036901
leaf_count=487 545 85 158 93 103 112 66 306 103 153 1100 175 124 151 100 49
internal_value=0 2.89775e-05 7.05662e-05 8.02883e-06 6.03418e-05 0.00010957 0.000167308 5.87215e-05 0.000313628 -0.000132848 4.52589e-05 -0.000181962 0.000237651 0.000555591 5.11499e-05 0.000326628
internal_weight=0 0.022362 0.0213063 0.0199671 0.0187722 0.0177121 0.0164405 0.0128476 0.00551252 0.00733508 0.00555729 0.00401605 0.00246193 0.00359293 0.00380271 0.00250485
internal_count=3910 3365 3280 3122 3029 2926 2439 2176 318 1858 1552 1399 1224 263 215 149
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=13
num_cat=0
split_feature=41 133 3 13 39 0 49 15 2 457 0 16
split_gain=4.73769e-05 5.72223e-05 6.90015e-05 6.49229e-05 8.46414e-05 0.000224081 0.000150594 9.90462e-05 8.04246e-05 7.26109e-05 9.4194e-05 6.50099e-05
threshold=0.078150000000000011 0.099765000000000006 -0.13927999999999999 -0.091229999999999992 0.084835000000000008 -0.053834999999999994 -0.085174999999999987 -0.095799999999999982 0.097940000000000013 0.048870000000000004 -0.074249999999999997 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -5 11 -4 10 -9 -8
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11 -12 -13
leaf_value=0.0021065268951815349 -0.0018837542131543623 -0.0020987423034889612 -0.00054882084042987467 -0.0034670874026041755 0.0018422936469872839 -0.00435678895743008 0.00066584257102076598 -0.00063944662771247705 0.0030207852338814327 0.0037466245776081055 0.0030770803340988201 -0.0025309436925020825
leaf_weight=0.0017177097474812492 0.0011733682673966536 0.001001918366869946 0.0010445668107967642 0.0010077893209649623 0.001460181464881226 0.001307050723846937 0.0011544103707383383 0.0017378246857317685 0.0013533193365119801 0.0010165539037399474 0.0010054906918198431 0.0012243287052255713
leaf_count=237 201 585 263 103 282 218 109 1203 186 128 215 180
internal_value=0 0.000132605 0.00029196 3.8791e-05 -0.000306369 -0.000677512 -4.58549e-06 0.000563861 0.00146579 0.00154031 0.000722749 -0.000979532
internal_weight=0 0.0150311 0.0140292 0.0123115 0.00991363 0.00845345 0.0071464 0.00613861 0.00239789 0.00375987 0.00274332 0.00237874
internal_count=3910 3709 3124 2887 2438 2156 1938 1835 449 1546 1418 289
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=13
num_cat=0
split_feature=52 1 2 49 0 4 133 15 16 13 16 52
split_gain=4.78686e-05 8.6847e-05 7.39093e-05 0.000186766 0.000127874 0.000118308 8.99339e-05 0.000140519 0.000196591 0.000237973 6.44493e-05 7.18217e-05
threshold=-0.27466499999999994 0.13662500000000002 0.10910500000000002 0.059130000000000009 0.12500000000000003 0.028075000000000006 0.083815000000000014 -0.11739999999999999 -0.114825 -0.071149999999999977 -0.057604999999999996 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 7 -2 -9 -10 -11 -12
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 11 -13
leaf_value=-0.0019248692292060555 -0.0037232581095906106 0.0030021417426063859 0.0053029059266620033 -0.0025247138475568724 -0.0033670139730650052 0.00095123513794372787 0.002350704328805252 0.003176452873579076 -0.0052784280246764223 -0.0017267053916541796 -0.00043594334608493089 0.0033392865899071998
leaf_weight=0.001268965034408852 0.0011990383948710069 0.0010443179553316475 0.0010121139168901587 0.0010785804860926861 0.0014390169523131125 0.0018737340148474793 0.001365282918408625 0.0016130982372092118 0.0010447718925603983 0.0010378365714782943 0.0010947485167990614 0.0010276344710824364
leaf_count=425 186 212 165 148 71 200 922 207 584 475 183 132
internal_value=0 0.000150565 -6.54502e-05 0.00111653 -0.000542557 0.00247744 -5.76798e-05 -0.000526266 0.000132596 -0.00103507 0.000367784 0.00139198
internal_weight=0 0.0148302 0.0137859 0.00396443 0.00982143 0.00288585 0.00838241 0.00701713 0.00581809 0.00420499 0.00316022 0.00212238
internal_count=3910 3485 3273 513 2760 365 2689 1767 1581 1374 790 315
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=18
num_cat=0
split_feature=38 14 124 484 48 4 0 124 133 49 3 13 0 0 3 3 42
split_gain=0.000203317 0.000194185 0.000215462 0.000177112 0.000167906 0.000210933 0.000175487 0.000147111 0.000212969 0.000201417 0.000150391 0.000199047 0.00042541 0.000265561 0.000150805 0.000111888 6.07997e-05
threshold=0.084445000000000006 0.077685000000000018 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 0.28937500000000005 -0.23029999999999998 0.10385500000000002 0.08845500000000002 -0.086904999999999996 -0.15464999999999998 -0.083514999999999992 -0.053834999999999994 -0.070894999999999986 -1.0000000180025095e-35 0.11265500000000002 0.078965000000000021
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 -5 8 9 -8 -11 16 13 14 -13 -7 -12
right_child=-2 -3 3 4 -6 15 7 -9 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=0.00064378011761377521 -0.00075229943964532004 -0.00068060726076283749 -0.00061429622526204173 0.00057370091731828558 -0.0005939268420149899 0.00094667295520399876 -0.00068126869025660845 0.00057901235474775489 -0.000815743086335362 0.00065802189649088886 0.00065870407972600789 -0.00068886083799705252 -0.001117715082218409 0.00078072309522205874 0.0001823785240213472 0.00017904681293199422 0.00010739687392593124
leaf_weight=0.0017620966932511547 0.0010794225677437366 0.0011260813874601197 0.0012956608982240192 0.0015165399435694811 0.0011304807796227922 0.0012264532129240913 0.0012494928374254264 0.0010115613514689601 0.0011729053379569013 0.0011329923000751333 0.0012037084630914787 0.0011937552541137928 0.0012210953889646454 0.0011076571441933636 0.0012155620125736096 0.0010847416005074911 0.0012221006761924322
leaf_count=271 85 125 568 51 94 161 100 30 615 116 79 779 167 88 45 101 435
internal_value=0 2.26417e-05 6.27452e-05 5.8168e-06 5.39595e-05 0.000101035 1.63569e-05 -5.56955e-05 -0.000115592 -2.95685e-05 6.85764e-05 -2.46465e-05 -0.00023231 7.51028e-05 -0.000249298 0.000586393 0.000380961
internal_weight=0 0.0208729 0.0197468 0.0179847 0.016689 0.0155586 0.0132474 0.0117308 0.0107193 0.00954636 0.00829687 0.00716388 0.00473807 0.00351697 0.00240932 0.00231119 0.00242581
internal_count=3910 3825 3700 3429 2861 2767 2505 2454 2424 1809 1709 1593 1079 912 824 262 514
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=18
num_cat=0
split_feature=133 133 38 124 50 48 2 49 160 49 0 42 3 0 157 47 1
split_gain=0.000336631 0.000265266 0.00022928 0.000234704 0.000201007 0.000312176 0.000265192 0.000199817 0.0001725 0.000203867 0.000174372 0.000274755 0.000255564 0.000313944 0.000126735 0.000170888 4.17019e-05
threshold=0.10681500000000001 0.092550000000000007 1.0000000180025095e-35 -0.082024999999999987 0.10625000000000001 0.12649500000000002 0.11542500000000001 -0.085974999999999982 0.031805000000000007 -0.047309999999999998 -0.070894999999999986 0.078965000000000021 -0.13927999999999999 -0.032484999999999993 -0.068929999999999991 0.092255000000000018 0.10471000000000001
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 -5 10 -10 11 14 -12 -14 -9 -16 -15
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11 12 -13 13 16 15 -17 -18
leaf_value=0.00071513751060273893 -0.00094576895297958689 0.00085458097035068638 -0.00078094913217013288 -0.00060318531868595534 -0.00070445577276200108 -0.00085117954415181668 0.00069365826442531529 0.00049041642211235486 0.00095246891849603047 2.4594415345103527e-05 0.00085176061946009608 -0.00088654045195106501 0.00052878754649705189 -0.00062956798054040499 -0.00051470775134317647 0.00032831593537972255 -0.00018616387695910469
leaf_weight=0.0012916135814988522 0.0010456867221346538 0.0010315117813024062 0.001039446890955891 0.0013696166930395577 0.0011368160196232662 0.0010765808184598482 0.0017558975159615393 0.0010197623449131575 0.0012200504299866299 0.0014529133202902953 0.0012383609070578672 0.0013756443629479587 0.0017197625496608859 0.0011994256223295608 0.0017843081640986349 0.0010816571200791374 0.0011769370452822496
leaf_count=187 545 164 89 136 316 72 297 56 44 255 121 715 120 96 606 59 32
internal_value=0 2.60859e-05 -1.47284e-05 2.52953e-05 -2.25885e-05 2.17799e-05 7.91053e-05 5.38895e-06 6.82064e-05 0.000448114 -2.76311e-05 -0.000243801 0.000185576 -1.58282e-05 -1.62553e-05 -0.000196538 -0.000409964
internal_weight=0 0.0219703 0.0209388 0.0198993 0.0186077 0.0174709 0.0163943 0.0146384 0.0132688 0.00267296 0.0105959 0.00526137 0.00533449 0.00409613 0.00388573 0.00286597 0.00237636
internal_count=3910 3365 3201 3112 2925 2609 2537 2240 2104 299 1805 1436 369 248 721 665 128
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=17
num_cat=0
split_feature=14 38 124 124 50 47 133 159 3 0 15 42 3 151 49 4
split_gain=0.000181866 0.000176137 0.000200453 0.000171477 0.000198609 0.000269148 0.000266922 0.000187523 0.000183221 0.000177667 0.000153121 0.000119687 0.000161429 0.000127391 0.00014746 5.07928e-05
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.10385500000000002 0.10119500000000002 0.117025 0.087170000000000011 -0.026594999999999997 -0.100615 -0.06340999999999998 -1.0000000180025095e-35 0.083725000000000008 0.086245000000000016 -0.0088999999999999982 -0.042499999999999989 -0.14963999999999997
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 10 11 -9 12 -10 -14 -15 -12
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 15 -13 13 14 -16 -17
leaf_value=0.00061233447789926603 -0.000695376560495737 -0.00063103850250127355 0.00081240862182052728 0.00066481449492776675 -0.00072241021691704036 -0.00080017942071248789 -0.00067959250490873008 0.00081246681014326104 -0.00052241505182190357 -0.00060488287626623356 0.00036229526009085218 0.00044934726549838072 -0.00026954932052825677 -7.0430980585682289e-05 0.00073346606227105984 -0.00013489702223030585
leaf_weight=0.0016050435288505844 0.0010013411434439392 0.0010553212457443386 0.0010269169624708896 0.0010019935963763603 0.0010564112162638637 0.0010210733159005123 0.0011669580592878212 0.0014096636313105787 0.0014970497011000299 0.0013177608393562757 0.0011382233583070445 0.0015789752277434177 0.0014813609093939917 0.0012043727670798532 0.0012535246732433558 0.001075959077262322
leaf_count=270 126 87 198 49 430 112 696 139 646 248 117 523 88 56 64 61
internal_value=0 2.12258e-05 5.77715e-05 6.11245e-06 -3.45583e-05 1.33366e-05 7.20373e-05 0.000139592 8.18075e-05 -5.21264e-05 0.000389789 5.17042e-05 -6.37912e-05 0.000110501 0.000339556 0.00012069
internal_weight=0 0.0198906 0.0188353 0.0172302 0.0162282 0.0151718 0.0141508 0.0129838 0.0119569 0.00833304 0.00362385 0.00701528 0.00543631 0.00393926 0.0024579 0.00221418
internal_count=3910 3784 3697 3427 3378 2948 2836 2140 1942 1625 317 1377 854 208 120 178
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=13
num_cat=0
split_feature=484 15 11 4 12 12 3 4 13 1 150 3
split_gain=4.99257e-05 6.53245e-05 8.57433e-05 0.000121043 0.000202249 0.000138567 0.000148816 0.000164915 0.000279205 0.000115844 7.70802e-05 5.70674e-05
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.00072999999999999985 -0.036459999999999992 -1.0000000180025095e-35 -0.115685 -0.034289999999999994 -0.083924999999999986 0.12864500000000004 0.085200000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 8 -8 10 11 -6
right_child=1 2 -4 4 9 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0023969164498372883 0.0024323068796152439 0.0050750953733319027 -0.0031298036753813268 -0.0054132612382156936 -0.0038090966343652419 0.0037368373815290096 0.0016019448666399407 0.0029008454056021634 -0.0062605733342560276 0.0036095478463266458 0.001270611783335919 -0.00020625007984352982
leaf_weight=0.0011392402110149474 0.0015738317923476132 0.0011289294336753143 0.0011856060829867352 0.0011631962374766686 0.0013203571826070079 0.0014330909033777313 0.0012182947212647849 0.0011773011775291077 0.0012912197240689434 0.0010083273459981223 0.0014650400752823228 0.0011344498264773736
leaf_count=612 278 174 217 137 398 95 278 401 1064 45 128 83
internal_value=0 0.000160672 -0.000103651 0.000187092 -0.000994674 0.00133908 0.000515295 -0.000736941 -0.00244355 4.82439e-05 -0.000867853 -0.0021441
internal_weight=0 0.0150996 0.0135258 0.0123402 0.00609137 0.00624884 0.00511991 0.00368682 0.00250951 0.00492817 0.00391985 0.00245481
internal_count=3910 3298 3020 2803 791 2012 1838 1743 1342 654 609 481
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=14
num_cat=0
split_feature=1 0 133 2 3 43 39 48 2 47 4 4 52
split_gain=4.89692e-05 0.000104949 0.000114697 0.000110685 9.21317e-05 5.80237e-05 8.48297e-05 0.000146443 0.000143706 9.78489e-05 0.000120558 0.000145502 6.46788e-05
threshold=0.085835000000000009 -0.070894999999999986 1.0000000180025095e-35 0.087005000000000013 -0.115685 -0.24333999999999997 0.085060000000000011 0.11930500000000001 0.11542500000000001 0.09252500000000001 0.0057500000000000008 0.41897000000000006 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -2 7 8 9 10 12 -12 -7
right_child=5 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00016990192196790542 -0.0019898495461634813 0.0041005373316902512 -0.0021114402071879387 -0.0050327796984592516 -0.00033145496488434507 -0.0029080773955556067 0.0032930943098529067 -0.0034687612164627456 0.0040970989079935471 -0.0026706258221326725 0.0044306765587544686 -0.00072637881365095918 0.00076512983132712381
leaf_weight=0.0010311551048615823 0.0010298265548222005 0.0010564265079366919 0.0013518023720366715 0.0011029430084731097 0.0010799860339978586 0.0010760497137181722 0.0012281620448107025 0.0010336222029359021 0.0012613002681442376 0.001145393741391415 0.0015501680039688992 0.001041368941105264 0.0011076010088093974
leaf_count=713 63 43 217 1075 152 249 317 93 195 178 104 62 449
internal_value=0 -0.000819301 0.000320995 -0.00268313 0.0018601 0.000415211 0.000677481 0.000286465 0.00082692 0.000130252 0.000802081 0.00235839 -0.00104494
internal_weight=0 0.00562231 0.00348821 0.0021341 0.00213641 0.0104735 0.00944367 0.0082155 0.00718188 0.00592058 0.00477519 0.00259154 0.00218365
internal_count=3910 2200 412 1788 195 1710 1647 1330 1237 1042 864 166 698
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=12
num_cat=0
split_feature=484 15 3 159 43 4 2 4 13 151 3
split_gain=4.39684e-05 5.69522e-05 0.00012906 9.32263e-05 8.68995e-05 8.414e-05 0.000134363 6.07476e-05 6.20096e-05 9.84188e-05 8.46885e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 0.078065000000000009 -0.18906999999999999 -0.017449999999999997 0.10113500000000002 -0.00072999999999999985 -0.082709999999999992 -0.0008699999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -4 -9 -10 -11
right_child=1 3 7 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.0026026871341228996 0.0051996697870212933 0.0015024772457801385 0.0024750196820923238 0.0028289133112778895 0.00157424332949825 -0.0049529598749567076 -0.0042378211625955838 0.0022279605197956034 -0.0049500659670215844 -0.0029624249374146936 0.0018408554711580724
leaf_weight=0.0011208035687046 0.0011304741543002594 0.0014316049919329832 0.0016906295707110712 0.00114202532519549 0.001639650933164863 0.0014899747387494282 0.001310719482501943 0.0011755813377207613 0.0010101664066846094 0.0011007283364985285 0.0017267852745798714
leaf_count=612 123 121 466 206 1063 277 208 269 111 341 113
internal_value=0 0.000176963 0.000969974 -0.000708803 -0.00139685 -0.00233161 -0.0010078 0.000256722 -0.000491358 -0.00132436 -2.9023e-05
internal_weight=0 0.0148483 0.00783437 0.00701398 0.00587195 0.00444035 0.00295037 0.00670389 0.00501326 0.00383768 0.00282751
internal_count=3910 3298 1423 1875 1669 1548 1271 1300 834 565 454
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=20
num_cat=0
split_feature=133 133 50 15 158 156 12 123 1 0 2 1 47 3 1374 0 0 15 12
split_gain=0.000391463 0.000339578 0.000214707 0.000311002 0.0003109 0.000207765 0.000188598 0.000384312 0.000238932 0.000254146 0.000204956 0.000197401 0.000223149 0.000125559 0.000122333 0.000283786 0.00011438 8.36311e-05 2.98384e-05
threshold=0.10681500000000001 0.092550000000000007 0.11515000000000002 -0.26361999999999991 0.085745000000000002 0.090135000000000007 -0.036459999999999992 1.0000000180025095e-35 0.12485500000000001 -0.074249999999999997 0.095040000000000013 1.0000000180025095e-35 0.09252500000000001 -0.115685 -0.088294999999999985 -0.23029999999999998 -0.15517999999999996 -0.45726999999999995 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 17 5 6 7 -5 9 11 -11 -8 14 -12 -13 -16 -17 -1 -18
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 13 12 -14 -15 15 16 18 -19 -20
leaf_value=0.00028676064780743497 -0.0010438647602309702 0.00094655146955464062 -0.00077429080217218226 -0.001117777986345408 -0.00096004476946545127 -0.00073691490196499182 -0.00064769956321103115 0.00021163454836388928 0.00072799749667358483 0.0008937086416427307 0.00045587190990008632 -0.00036060762324625987 -0.00062293618526762854 -0.00036047414993230822 0.0010577717917186907 -0.00043510533111084965 0.00045173139627801998 0.00095662475466849002 4.7476037599119026e-05
leaf_weight=0.0010645703632771626 0.0010405607932681442 0.0011124431436373801 0.0010477638762371099 0.0011365551024621551 0.0010419276768264948 0.0010468545855603631 0.0016765033172187662 0.0014318247695521771 0.0016916680635467854 0.0015233006590640473 0.0011919555439021678 0.0010323956187008321 0.0013047425057235579 0.0010177068515505594 0.0010627148993123114 0.0010120470204343368 0.0011310603795333662 0.0011085790642404543 0.0010044885621852684
leaf_count=143 545 164 207 88 282 268 979 140 73 96 62 29 111 151 56 62 58 95 301
internal_value=0 2.69111e-05 -2.06135e-05 1.79469e-05 -5.45314e-05 1.193e-07 4.76971e-05 -0.000376655 0.000127551 4.26e-05 0.000411981 -0.000125067 8.75553e-06 7.98864e-05 0.000165963 0.000295082 3.75771e-05 0.000628475 0.000261584
internal_weight=0 0.0226391 0.0215267 0.0204789 0.0183057 0.0172638 0.016217 0.00256838 0.0136486 0.0119569 0.00373296 0.00822395 0.00654745 0.00220966 0.00524271 0.00421031 0.0031476 0.00217315 0.00213555
internal_count=3910 3365 3201 2994 2756 2474 2206 228 1978 1905 309 1596 617 213 506 477 421 238 359
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=14
num_cat=0
split_feature=42 376 50 15 15 43 4 47 1 52 0 49 43
split_gain=4.96782e-05 8.44388e-05 6.89688e-05 0.000131469 0.000138572 0.000197296 0.000104443 0.000118509 0.000136685 0.000105556 0.00010438 7.69401e-05 1.58091e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.086465000000000014 -0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.23071499999999998 0.09252500000000001 1.0000000180025095e-35 -0.0066199999999999991 -0.10783 -0.047309999999999998 -0.042649999999999993
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 12 11 -11 -10 -8
right_child=1 -3 -4 4 5 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.0022843800309525104 0.0034690862204098641 0.0029395102173337281 -0.0026808236945272145 -0.0036014862624401691 0.0045537033639234279 -0.0031705081692012275 -0.0026443742898530085 -0.0033572008491773993 0.0021233166707368741 0.0057953751574651739 0.00096485981175058308 -0.0021334565945138415 -0.00067647590235770294
leaf_weight=0.0011073998631570782 0.0013108758111882559 0.001229410144356788 0.0011654488992954891 0.0013363055480178172 0.0011387841270229541 0.0013726647989498941 0.0010034623138342165 0.0010140335045639159 0.0010797657034563764 0.0011788977993199695 0.001035591828357392 0.0010154241595057706 0.0010089971797532828
leaf_count=241 209 197 645 250 104 211 606 152 138 121 176 146 714
internal_value=0 0.000152808 -9.79921e-05 0.000142921 -0.000246941 0.000208265 -0.000359953 0.000165927 0.000731016 0.00184647 0.00353642 6.0291e-05 -0.00165772
internal_weight=0 0.0148897 0.0136603 0.0124948 0.0111839 0.00984762 0.00870884 0.00733617 0.00632214 0.00430968 0.00221449 0.00209519 0.00201246
internal_count=3910 3669 3472 2827 2618 2368 2264 2053 1901 581 297 284 1320
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=19
num_cat=0
split_feature=2 14 38 160 124 484 48 0 15 42 4 42 0 4 4 52 0 1
split_gain=0.000228718 0.000248972 0.000209299 0.000227749 0.000205122 0.000214341 0.000208426 0.000220086 0.000242828 0.000191062 0.000127924 0.000266739 0.000224961 0.000306973 0.000217173 0.00011762 0.000174878 4.56784e-05
threshold=0.14808000000000002 0.077685000000000018 1.0000000180025095e-35 -0.217635 -0.082254999999999981 -0.0043499999999999988 0.12675000000000003 -0.10575999999999998 -0.087539999999999993 -0.089024999999999979 0.08734500000000002 0.092395000000000019 0.14676000000000003 -0.23071499999999998 -0.056579999999999991 -0.074484999999999982 -0.15137999999999999 0.093245000000000008
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 8 15 -9 11 12 13 -11 -15 -7 -17 -10
right_child=-2 -3 -4 4 5 6 -8 9 17 10 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.00072108740103995561 0.00078561948208559387 -0.0008484032854443645 -0.00075985535703757825 0.00077533986768319059 -0.00064708488261453064 -0.00026137367558882931 -0.00064322985140571258 -0.00059156542066241132 0.00061655250227073046 -0.00078085833418459075 0.00059686085014167825 -0.00074840326098738451 0.00078578205262344115 0.00077231255754834282 -0.00012856961460328453 0.00075974018348287826 -0.00011932204050607161 0.0011306920381802302
leaf_weight=0.0011034118924868877 0.0010072343306709438 0.0010724377610250571 0.0010196098971815551 0.0011501446201144438 0.0012601735550307356 0.0013641403707334021 0.001076562720834672 0.0014816949076343457 0.0010126280889348688 0.0011882700203008573 0.0011715209893202391 0.0011893935703109725 0.0012327477557896316 0.0013030533835409 0.0019413118177369155 0.0014333885951009172 0.0012211967848589911 0.0010014627832192202
leaf_count=379 173 122 76 163 551 58 71 304 55 153 171 379 24 532 470 56 93 80
internal_value=0 -4.60274e-05 -5.34327e-06 3.28716e-05 7.65936e-05 3.164e-05 8.31109e-05 0.000133427 0.000388446 -2.83824e-05 7.55841e-05 -1.35051e-05 0.00014078 -3.86e-05 0.000233257 0.000146001 0.000355343 0.000872197
internal_weight=0 0.0222231 0.0211507 0.0201311 0.0190277 0.0178775 0.0166174 0.0155408 0.00603282 0.00950799 0.0080263 0.00685478 0.00566538 0.00443264 0.00324437 0.00401873 0.00265459 0.00201409
internal_count=3910 3737 3615 3539 3160 2997 2446 2375 342 2033 1729 1558 1179 1155 1002 207 149 135
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=13
num_cat=0
split_feature=14 132 13 0 2 0 42 2 1 16 16 1
split_gain=4.97714e-05 6.50081e-05 0.000107733 0.000116321 9.821e-05 6.80038e-05 0.000127534 7.03972e-05 8.54987e-05 7.59427e-05 0.000110876 4.91578e-05
threshold=0.018455000000000003 0.080815000000000012 -0.091229999999999992 0.12346000000000001 0.097940000000000013 -0.017269999999999997 -1.0000000180025095e-35 0.096750000000000017 0.10617500000000001 -0.08286499999999998 -0.00083999999999999993 0.11477000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4 9 -9 -8 -11 -10
right_child=-2 -3 3 -5 -6 -7 7 8 11 10 -12 -13
leaf_value=-0.00066302079829079139 -0.0019743367991619299 0.0019919049553912597 -0.0032772558867150865 -0.0033132334922550762 0.0026346045458102109 0.0020044313543988849 0.0023331906866215632 -0.0032208618436493069 0.0014639874894243441 -0.0025160795291317142 0.0014626363613636176 -0.0013115717566067932
leaf_weight=0.0012023107234969471 0.0010047331247470389 0.0013946864592281833 0.0011517204848423956 0.0011065033784108331 0.0019869226961768596 0.001040506559376997 0.001593629148369581 0.001004485948500802 0.0010061695045586183 0.0010140934599707765 0.0013599204241131623 0.0011165129319335412
leaf_count=275 159 353 823 122 207 196 314 281 60 630 358 132
internal_value=0 0.0001195 -7.27592e-05 -0.000522043 0.00139143 -0.000189486 -0.000466304 -9.99431e-06 -0.00103182 0.000795376 -0.000236928 4.0669e-06
internal_weight=0 0.0149775 0.0135828 0.0103935 0.00318923 0.00928704 0.00824653 0.00709481 0.00312717 0.00396764 0.00237401 0.00212268
internal_count=3910 3751 3398 2916 482 2794 2598 1775 473 1302 988 192
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=12
num_cat=0
split_feature=4 0 41 1 42 3 2 12 2 49 15
split_gain=4.61263e-05 7.06927e-05 0.000113419 8.15058e-05 0.000106978 0.000105421 8.76834e-05 8.91113e-05 0.000137617 0.000173337 0.000117392
threshold=-0.49837999999999999 0.048950000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.083725000000000008 -0.10315499999999998 0.12732500000000002 0.051320000000000005 0.11230000000000001 -0.07107999999999999 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 -7 -11
right_child=1 -3 -4 5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0023512128766856443 -0.0039213544551857148 0.0025638282611344042 -0.0040262826338007219 0.0039535945588700383 0.0011694190838331085 -0.0026782923043365686 0.0032586648402797361 -0.003041089453676257 -0.0030087687899571325 8.3762945275937836e-05 0.0049572084791812071
leaf_weight=0.0011757531533206122 0.001452565578021695 0.0016479800019659476 0.0010336625742663761 0.0013104858269967481 0.0010821344812229471 0.001105324206404884 0.0012074613444468972 0.0014348320819053476 0.0013549846075150834 0.0012495263702475522 0.0018301602900442108
leaf_count=176 869 161 190 126 997 102 234 631 119 163 142
internal_value=0 0.000171668 -0.000130161 0.000204679 -0.00174796 0.00072606 0.000209134 -0.000318792 0.00038627 0.00148548 0.0029799
internal_weight=0 0.0147091 0.0130611 0.0120275 0.0025347 0.00949277 0.00818229 0.00697483 0.00554 0.00418501 0.00307969
internal_count=3910 3734 3573 3383 1866 1517 1391 1157 526 407 305
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=18
num_cat=0
split_feature=14 13 13 48 484 0 3 51 3 3 12 0 43 43 16 4 1
split_gain=0.000246629 0.000199191 0.000262355 0.000186588 0.000251923 0.000220614 0.000217858 0.000198561 0.000177618 0.00029807 0.000259143 0.000290515 0.000167647 0.000193146 0.000122302 0.000126689 3.66837e-05
threshold=0.077685000000000018 -0.52445999999999982 -0.23438999999999996 0.12862000000000004 -0.067754999999999996 -0.13027499999999997 -0.100615 0.08955500000000001 -0.078669999999999976 -0.074234999999999982 -1.0000000180025095e-35 -0.067059999999999995 0.083940000000000015 -0.093039999999999984 -0.013279999999999998 0.28937500000000005 0.077800000000000022
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 7 12 14 -8 -10 11 -11 13 16 15 -6 -7
right_child=-2 2 3 -5 5 6 8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00068185526863507391 -0.00076284294668423633 0.00065250696076000049 -0.00073535537155399594 -0.00058624779572187481 8.5163483022355631e-05 -0.00010160839609498394 -0.00068920249510816083 -0.00023489382968335792 0.00066157309151208203 -0.0005643207177686106 -0.00077739808896116049 0.00054328652111550559 -0.00027706183607124446 0.00090651187886193574 0.00096194314649734013 0.00079756650726593183 0.00032877802953965496
leaf_weight=0.0010065094317774905 0.0011036792708928314 0.0017192604217103535 0.0010204936481232182 0.0013235523470167534 0.0017479325827165493 0.0010244353889696522 0.0015907557682373411 0.0011102203520519938 0.0011165467140770921 0.0011038442088301876 0.0016151941135930754 0.0013770832768511677 0.0012116082596804745 0.0012987321006828695 0.0012064227476808959 0.0010243754370911733 0.0010251811420017853
leaf_count=54 126 151 450 107 117 89 1337 44 248 180 459 134 36 168 68 79 63
internal_value=0 1.6786e-05 5.10617e-05 -3.95106e-06 4.01574e-05 8.82604e-05 -3.63892e-05 0.000366597 -0.000218727 -7.51521e-05 -0.000275973 5.04765e-05 0.000235658 0.000421187 0.000534436 0.000348398 0.000113663
internal_weight=0 0.0215221 0.0205156 0.0187964 0.0174728 0.0164523 0.0113634 0.00508895 0.00680342 0.00521267 0.00409612 0.00248093 0.00455996 0.00334835 0.00397873 0.00277231 0.00204962
internal_count=3910 3784 3730 3579 3472 3022 2714 308 2358 1021 773 314 356 320 264 196 152
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=17
num_cat=0
split_feature=38 124 124 133 50 42 48 4 160 160 43 43 16 3 2 1
split_gain=0.000178403 0.000315368 0.000192144 0.000217021 0.000262908 0.000255953 0.000242113 0.000262866 0.000191152 0.000185876 0.00015133 0.00019461 0.000147199 0.000116765 0.00010718 0.000105931
threshold=0.084445000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10625000000000001 -1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -1.0000000180025095e-35 0.090735000000000024 -0.074254999999999988 -0.089949999999999988 -0.004514999999999999 0.11265500000000002 0.096970000000000015 0.094890000000000016
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 12 10 11 -10 -7 -9 15 -12
right_child=-2 2 -4 -5 -6 6 -8 13 9 -11 14 -13 -14 -15 -16 -17
leaf_value=0.00073168064904554362 -0.00075917898488073621 -0.00077346964700358042 0.00068876795570676228 -0.00089416538724173752 -0.00092462872249049347 -0.00095351509439342661 -0.0006923317446892801 0.0010623198307594551 7.2880833189593186e-05 -0.00044387941482918581 5.3727060402548979e-05 0.0010939595721292023 -1.4237687656745766e-05 0.00024048217461144114 -0.00027540720038861551 0.00079249226733316873
leaf_weight=0.0019968190697085995 0.0010176087369847533 0.0012660456289143715 0.0011610787097384263 0.001068985252009747 0.0010650216057236676 0.0010208830287960439 0.0012295069514340904 0.0013992392530810362 0.0011346036556580952 0.0014163398467025405 0.0019612625571387042 0.0014537128153679817 0.0012885689067134885 0.0010207621179071369 0.0017309350664628242 0.0010007249546211128
leaf_count=280 85 695 49 623 314 423 83 118 69 189 315 115 207 81 224 40
internal_value=0 3.28008e-05 -3.98166e-05 -8.66661e-05 -3.58523e-05 2.35957e-05 9.24469e-05 0.000164309 4.30874e-05 0.000168557 0.000287688 0.000646364 -0.000429441 0.000715667 8.98646e-05 0.000303323
internal_weight=0 0.0212145 0.0192177 0.0180566 0.0169876 0.0159226 0.0146565 0.013427 0.011007 0.00869758 0.00728124 0.00258832 0.00230945 0.00242 0.00469292 0.00296199
internal_count=3910 3825 3545 3496 2873 2559 1864 1781 1582 952 763 184 630 199 579 355
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=18
num_cat=0
split_feature=14 38 147 52 3 15 16 124 16 16 43 2 2 2 0 52 12
split_gain=0.000234252 0.00019648 0.00022217 0.000212838 0.000194353 0.000211881 0.000223816 0.000145292 0.00013278 0.000122411 0.000180823 0.000114824 0.000190873 0.000171464 0.00023363 0.000103791 9.20626e-05
threshold=0.077685000000000018 0.084445000000000006 0.089245000000000005 0.28122000000000008 0.13772500000000001 -0.16430499999999995 -0.43346499999999993 -0.048219999999999992 -0.17157499999999998 0.064860000000000015 -0.074254999999999988 0.096750000000000017 0.089910000000000004 0.085005000000000011 -0.10575999999999998 -0.11271999999999999 0.097510000000000013
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 8 -7 -8 -1 11 15 12 13 14 -9 -11 -6
right_child=-2 -3 -4 -5 16 6 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00094641163449888743 -0.00077955813783272068 -0.00070223168163528922 0.00084175701068191341 -0.00065541955784703134 0.00092549263847261482 -0.00081917720656654364 0.000544008321150405 0.00078235199103935033 8.1017790656382529e-05 0.00023264576043692661 -0.0008575911951047325 -0.00030486464304438913 0.00077803614627312758 -0.00054464172521943182 -0.00022382910899238791 -0.00047059820967054115 0.0002017035611053236
leaf_weight=0.0010405604897214585 0.0010924869737912171 0.0010098602058794806 0.0010293328955629502 0.0012423149588078912 0.0010413057326209866 0.0010709737787937277 0.0012584272238948388 0.0012551275763925678 0.0010259765483446328 0.0014842609089743206 0.0012194164786074636 0.0018009911414058749 0.0012434438091358151 0.0011457177754859993 0.0014483083076599298 0.0010399895336410392 0.0010074714793617545
leaf_count=153 126 84 147 346 158 126 137 34 148 216 292 242 252 597 746 84 22
internal_value=0 3.17957e-05 7.00968e-05 2.67503e-05 7.63622e-05 9.14546e-06 -7.1756e-05 -4.46533e-06 0.000516768 -6.93518e-05 -0.000317836 6.55911e-05 0.000196602 8.77395e-06 0.000243312 -5.70903e-05 0.000569575
internal_weight=0 0.0203635 0.0193536 0.0183243 0.017082 0.0150332 0.0129667 0.0118957 0.00206654 0.0106373 0.00374367 0.00689359 0.0050926 0.00384915 0.00270344 0.00252425 0.00204878
internal_count=3910 3784 3700 3553 3207 3027 2726 2600 301 2463 592 1871 1629 1377 780 300 180
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=16
num_cat=0
split_feature=14 38 124 124 4 13 3 0 15 0 3 52 51 457 16
split_gain=0.000299273 0.000189311 0.000292233 0.000203302 0.000244396 0.000264407 0.00019524 0.00030419 0.000281818 0.000138375 0.000122013 0.000118391 0.000173105 0.00015676 0.000115215
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 0.10385500000000002 -0.49837999999999999 -0.10241499999999999 -0.100615 -0.083934999999999996 -0.053579999999999996 -0.060094999999999989 0.10666500000000002 0.0033900000000000002 0.08955500000000001 0.082335000000000005 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 9 11 -9 -7 -6 12 13 14 -8
right_child=-2 -3 3 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00078878551224917739 -0.00090753087614715996 -0.00071011040268894178 -0.00089570523007410148 0.00077850860033932265 0.00019213367376035587 -0.00019725682465787165 -0.00054875403759550444 -0.00012824215044931038 -0.0012836686604324799 0.00061171006397547727 0.00090990909649174892 0.00038062976921238764 -0.00074663910151221726 0.00064878687953098628 0.00016940857941438446
leaf_weight=0.0017656397095780546 0.0011390664156557808 0.0010326944855343903 0.0010107728688661102 0.0010804179840031526 0.0018879771264365365 0.0011020214236752701 0.0014337886547238568 0.0013399703034108045 0.0014340007949084849 0.0018732112215658009 0.0013207664034355637 0.0018207732102049736 0.0012399174982528679 0.0010004024774941112 0.0014998206191772449
leaf_count=271 126 84 153 49 138 176 205 333 1025 142 137 547 80 106 338
internal_value=0 4.60185e-05 8.54365e-05 1.66119e-05 -3.19141e-05 2.28164e-05 -9.42049e-05 -0.000217944 -0.000725538 0.00031207 0.000487581 -1.66408e-05 -0.000156445 2.95711e-05 -0.00018159
internal_weight=0 0.0208422 0.0198095 0.0180438 0.0169634 0.0159526 0.0127439 0.00976867 0.00277397 0.00297523 0.00320874 0.0069947 0.00517393 0.00393401 0.00293361
internal_count=3910 3784 3700 3429 3380 3227 2952 2634 1358 318 275 1276 729 649 543
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=19
num_cat=0
split_feature=1213 14 38 147 52 124 484 48 15 43 3 52 3 2 0 16 1 3
split_gain=0.000385065 0.000340043 0.000215772 0.000239676 0.000276979 0.000206151 0.000275576 0.000321697 0.000259101 0.000199045 0.000306598 0.000215638 0.000266399 0.000214781 0.000202944 0.000248388 0.000201171 0.000184991
threshold=-1.0000000180025095e-35 0.077685000000000018 0.084445000000000006 0.089245000000000005 0.28122000000000008 -0.048219999999999992 -0.0043499999999999988 0.12675000000000003 -0.24219999999999997 0.18078000000000002 0.12046500000000002 0.092885000000000009 -0.10315499999999998 0.091985000000000011 -0.053834999999999994 -0.085924999999999987 0.090905000000000014 -0.075679999999999983
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 -7 8 -8 10 11 12 13 -10 15 16 -14 -17
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 14 -15 -16 17 -18 -19
leaf_value=-0.00099613222412571804 0.00066304038665297607 -0.00083412777002444323 -0.00061371492926444243 0.00081418478194077593 -0.00062399647474776327 -0.00072166792168391067 0.00086092282233536589 -0.00072595137176115351 0.00013070113669542093 -0.0005794987315212069 0.00096256155112760472 -0.00048832557156333351 0.00018817832705131661 0.0010844426085882129 -0.00064046960678849788 -2.240324361609473e-05 -0.00070598419711497787 0.00075933039059963479
leaf_weight=0.0010037581807279322 0.001777124528133933 0.0011370002314046715 0.0011288376725684382 0.0012678558218331961 0.001404618624574582 0.0010916907242188431 0.0014180840157497045 0.001099094451714854 0.0011925865030898942 0.0010032044045793819 0.0012163928719618198 0.0014792190222429899 0.0014432028894070621 0.0013609606447415601 0.0010612431534257416 0.0013908890374298667 0.00127628674869526 0.001967633513566441
leaf_count=592 245 112 81 145 339 452 171 73 75 157 69 188 234 133 133 549 46 116
internal_value=0 4.13531e-05 8.54394e-05 0.000122233 7.87646e-05 0.000131333 7.57518e-05 0.000130472 0.000194031 0.000123412 0.000180333 9.51651e-05 0.000184212 0.000639015 2.15388e-05 0.000137128 -0.000231462 0.000435585
internal_weight=0 0.0237159 0.0225789 0.0214501 0.0201822 0.0187776 0.0170005 0.0159088 0.0148097 0.0133916 0.0123884 0.011172 0.0096928 0.00255355 0.00713926 0.00607801 0.00271949 0.00335852
internal_count=3910 3318 3206 3125 2980 2641 2396 1944 1871 1700 1543 1474 1286 208 1078 945 280 665
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=11
num_cat=0
split_feature=14 11 132 13 13 0 52 51 150 52
split_gain=5.40017e-05 6.23103e-05 9.18109e-05 9.48835e-05 8.49292e-05 0.000189757 9.63702e-05 0.000105141 0.00010389 6.34037e-05
threshold=0.020750000000000005 0.081005000000000008 0.080815000000000012 -0.091229999999999992 0.23436000000000004 -0.053834999999999994 1.0000000180025095e-35 -0.0084849999999999978 0.077110000000000012 0.067395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -5 -9 -1
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0036623086936451322 -0.0028631326293818353 -0.0025989209877950292 0.0038128153865642617 0.0022778989329093687 0.0023907923884423856 -0.0047276476360104272 0.0025286053959990037 -0.0040818250375874651 0.00015442414236703562 -0.00019809191981313393
leaf_weight=0.0017459290789486005 0.0010171991639311697 0.0012152277088457461 0.0011816063840686666 0.0012563861558148601 0.0014257634393142126 0.001741392543847811 0.0017913275636718884 0.0018994266881473309 0.001866465597840726 0.0011459576281926277
leaf_count=294 153 183 324 407 161 333 991 751 150 163
internal_value=0 0.000171367 0.000410905 9.86372e-05 -0.000490684 -0.000970907 -1.07753e-05 -0.000916512 -0.00198224 0.00213256
internal_weight=0 0.0152695 0.0140543 0.0128726 0.00998076 0.008555 0.00681361 0.00502228 0.00376589 0.00289189
internal_count=3910 3757 3574 3250 2793 2632 2299 1308 901 457
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=13
num_cat=0
split_feature=4 49 16 0 12 16 0 3 12 0 4 16
split_gain=4.55383e-05 8.81309e-05 0.000147619 6.55209e-05 0.000184704 0.000121952 0.00015068 0.000107895 8.89197e-05 0.000105943 0.00013335 3.60649e-05
threshold=0.24280000000000004 -0.029304999999999998 -0.5152199999999999 0.18055000000000002 0.10058500000000002 0.26538000000000006 -0.061994999999999995 -0.077894999999999978 -0.0089849999999999982 -0.14070999999999997 0.0057500000000000008 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -9 10 -10 -8
right_child=1 2 -4 -5 -6 -7 11 8 9 -11 -12 -13
leaf_value=-0.003635196017636011 0.0038476787978000077 -0.0037067096270952944 0.0018811995491186809 0.0025213147318737367 -0.0053638726908836797 -0.0033309807927756458 0.004652177508670083 -0.0026021933906631208 -0.0034470744942586141 0.0036731405683519064 0.0024180343404209617 0.0015752760934811276
leaf_weight=0.0012921418703339673 0.0011784533589169338 0.001035737327955118 0.0020025711015233287 0.0010187093298537056 0.0010879144213099658 0.0014770739014967902 0.0011007845005102657 0.0011827411695671392 0.0011023793813239313 0.0014815340289409092 0.0011372110982925676 0.0010995115837819439
leaf_count=1623 116 78 355 37 444 353 114 191 89 360 59 91
internal_value=0 0.00105825 -2.36782e-05 -0.000393754 -0.000664671 -0.000146882 0.000413263 -0.000546028 0.00026795 0.00118021 -0.000468911 0.00311462
internal_weight=0 0.00421676 0.00303831 0.01198 0.0109613 0.00987338 0.0083963 0.00619601 0.00490387 0.00372112 0.00223959 0.0022003
internal_count=3910 549 433 3361 3324 2880 2527 2322 699 508 148 205
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=19
num_cat=0
split_feature=4 11 160 124 48 3 12 12 52 133 13 52 52 2 150 16 0 4
split_gain=0.000191186 0.000234926 0.000249545 0.00019909 0.000222765 0.000230578 0.000175456 0.000156309 0.000210745 0.000125594 0.000183722 0.00022003 0.000158802 0.000150622 0.000176803 0.000133937 0.000178543 0.000119733
threshold=0.50657000000000008 0.088315000000000018 -0.217635 0.10143000000000002 0.099240000000000009 0.090325000000000003 0.11655500000000001 0.097345000000000015 -0.11271999999999999 -0.0056849999999999991 -0.090744999999999978 0.10433000000000002 0.0074400000000000013 0.10113500000000002 0.087235000000000021 -0.055679999999999993 -0.087899999999999992 0.05864500000000001
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 -6 7 8 -4 -10 12 13 -11 14 15 -12 -17 -9
right_child=-2 -3 3 -5 5 -7 -8 17 9 10 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0008036664066681156 0.0007458503293151904 -0.00084648166662697969 -0.00082511350053444228 0.00080511188698108316 0.00099584858034059971 1.7042281158726174e-05 -0.00075504912200347898 2.0024352367609613e-06 -0.00060008805084155322 0.0010095689399054327 0.00049571092934172262 0.0006159349934580985 1.323973708260168e-05 -0.00077097961832093306 -0.00069197290788184501 0.00031300544020330891 -0.00063231819081188505 0.00085640898181290216
leaf_weight=0.0011586466028911521 0.0010065752893022089 0.0010974905957017991 0.0011717201002836028 0.0010286079539346951 0.0013271327260944805 0.0017733771804717691 0.0011442591393321317 0.0010606043018810763 0.0011031722521922189 0.0010046497391117777 0.0015632897993391503 0.0011715829983230119 0.0010136132577904799 0.001261955748578944 0.0011845633254305432 0.0012437497844780265 0.0012772777488888713 0.0010098457765162772
leaf_count=371 213 131 412 43 191 100 117 275 691 100 410 139 75 127 149 89 219 58
internal_value=0 -4.59688e-05 -3.10841e-06 4.4854e-05 2.14652e-06 0.000436008 -8.6293e-05 -3.18903e-05 -0.000109668 -3.22188e-05 3.2227e-05 -9.2752e-05 0.000509192 -0.000219885 -8.78918e-05 8.73082e-05 -0.000165942 0.000418733
internal_weight=0 0.0215955 0.020498 0.0193394 0.0183108 0.00310051 0.0152103 0.014066 0.0119956 0.0108239 0.00972068 0.00770242 0.00201826 0.00653084 0.00526888 0.00408432 0.00252103 0.00207045
internal_count=3910 3697 3566 3195 3152 291 2861 2744 2411 1999 1308 1133 175 994 867 718 308 333
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=16
num_cat=0
split_feature=14 38 124 3 3 42 15 13 1 0 49 15 4 15 15
split_gain=0.000251245 0.000198056 0.000239584 0.000136907 0.000226666 0.000165847 0.000199913 0.000135965 0.000219685 0.000196983 0.000100633 0.000203463 0.000197508 6.07646e-05 4.12956e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.100615 -0.078669999999999976 0.092145000000000019 -1.0000000180025095e-35 -0.060719999999999989 0.099115000000000023 -0.066689999999999985 -0.07107999999999999 -0.095799999999999982 0.0057500000000000008 -0.16430499999999995 0.014775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -6 10 -9 13 -13 -12 -8
right_child=-2 -3 3 4 7 -7 14 9 -10 -11 11 12 -14 -15 -16
leaf_value=0.00068831852111075561 -0.0008302453954426185 -0.00070562147905004066 0.00088493710718269883 -0.00068530420661839933 -0.0001062167075368982 -0.00033868425960614421 -0.00016413656089324659 -0.00043122545025909713 0.00077741308665133543 -0.00069458837735260988 4.6094786259801146e-05 -6.2572577820293806e-05 0.00093948389374185393 -0.00049751269795285629 0.00031622850945059195
leaf_weight=0.0016768957517788513 0.0010340947043308837 0.001003612992775931 0.0015921906996897717 0.0015871422312480126 0.0018129255544810843 0.0010537636584311283 0.0010183245447272738 0.0011831554927832499 0.0014965766972826798 0.0014189996141102642 0.0012106149135495091 0.0010456551382011245 0.0012683136333711629 0.0011862392473588603 0.0010687204300581787
leaf_count=271 126 84 155 1614 434 61 131 60 232 255 81 126 92 79 109
internal_value=0 3.30292e-05 7.28433e-05 1.19266e-05 -8.36097e-05 0.00025838 0.000429384 6.29163e-06 0.000293366 -0.000123624 1.38375e-05 0.000125618 0.000486666 -0.000222945 8.18457e-05
internal_weight=0 0.0196231 0.0186195 0.0169426 0.0122096 0.004733 0.00367924 0.0106225 0.0033095 0.00731298 0.00589398 0.00471082 0.00231397 0.00239685 0.00208704
internal_count=3910 3784 3700 3429 2973 456 395 1359 666 693 438 378 218 160 240
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=18
num_cat=0
split_feature=1456 14 124 133 11 13 124 156 16 3 0 1 51 15 13 457 47
split_gain=0.000364094 0.000287679 0.00020765 0.000225123 0.000200902 0.000296729 0.00024417 0.000176295 0.000202111 0.000234913 0.000488715 0.000260921 0.000199663 0.000190597 0.000166373 0.000160573 0.000152013
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10385500000000002 0.10064500000000001 0.088315000000000018 -0.10939499999999998 -0.073304999999999995 0.091280000000000014 -0.41862999999999995 -0.12008499999999998 -0.053834999999999994 0.095575000000000007 0.11975000000000001 -0.0071449999999999994 -0.42334499999999992 0.082870000000000013 0.092645000000000019
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 14 -7 8 -8 -10 11 13 16 15 -2 -11 -13
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00091516106817920214 0.00010256163835643577 -0.00073174229647289285 0.00069275156819339221 -0.00062188496438471158 -0.0005250870408766555 0.00057066298135857252 -0.00045927587569265688 -0.00066930103939984761 0.0006282643350887892 -0.0007751435289498537 -0.00099250083447696724 0.0010207627373312572 -0.00012321030335244639 0.00026726252833286248 0.0008173364210120528 4.0040931793281479e-05 0.00023405747333466454
leaf_weight=0.0010367430674495378 0.0012970756174773522 0.0011503056734556974 0.0011785610476849609 0.0012086232267404578 0.0012829186229552638 0.0016750309560942976 0.0019499397120540151 0.0010328782785245455 0.0015979324293695649 0.0013515322553446438 0.0010741876967490672 0.0013602428616607543 0.0010660998195599625 0.0015783552283710634 0.0019465568836144762 0.0010086324418381309 0.0010329194057723257
leaf_count=369 105 106 48 541 121 245 190 210 98 515 134 89 39 786 173 88 53
internal_value=0 2.16641e-05 6.17097e-05 2.53649e-05 6.59938e-05 0.000108189 1.49573e-05 -5.63554e-05 -3.68432e-06 8.45366e-05 -1.80181e-05 0.000123481 0.000433299 -0.000148637 0.00053151 -0.000426769 0.000681211
internal_weight=0 0.0227918 0.0216415 0.0204629 0.0192543 0.0179714 0.0147278 0.0130527 0.0120198 0.0100699 0.00847197 0.00739778 0.00345926 0.00393852 0.00324363 0.00236016 0.00239316
internal_count=3910 3541 3435 3387 2846 2725 2447 2202 1992 1802 1704 1570 181 1389 278 603 142
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=13
num_cat=0
split_feature=484 150 1 52 1 1 4 4 42 43 4 1
split_gain=4.63615e-05 6.39967e-05 7.75204e-05 0.000100368 9.80368e-05 0.000169151 8.96528e-05 0.000176007 0.000138946 7.55015e-05 8.08546e-05 1.18556e-05
threshold=-0.0043499999999999988 0.12187000000000002 0.12730000000000002 0.11588000000000002 0.11026000000000001 0.10373000000000002 0.05309500000000001 -0.0010999999999999996 0.084100000000000022 0.0033500000000000005 -0.078484999999999985 0.11507500000000002
decision_type=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 -6
right_child=1 -3 -4 -5 11 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.002495935848137636 -0.0017528862895044854 -0.0029383676944814536 0.002794698577562526 -0.0031048621454083354 -0.0030259310628902784 0.0059498295806214973 0.003357786822314592 -0.0044074830290951571 -0.0026669209551776411 0.0044511816615810142 0.0029894488642825388 -0.0010999263175913616
leaf_weight=0.0011437750598494679 0.0011288489536217263 0.0010082385623387475 0.0018852005876268752 0.001473465754274616 0.001023031837039068 0.0010068621903482622 0.0013679618780230302 0.0013098978755369346 0.0013532570520547807 0.0013945649176444405 0.0012126924251051776 0.0010564029634229678
leaf_count=612 530 90 304 450 97 165 260 209 637 167 258 131
internal_value=0 0.000166165 0.000386406 1.80988e-05 0.00044207 0.00103208 0.000394599 -0.000238837 0.000834087 0.00210219 0.000703186 -0.00204747
internal_weight=0 0.0152204 0.0142122 0.012327 0.0108535 0.00877409 0.00776722 0.00639926 0.00508936 0.00373611 0.00234154 0.00207943
internal_count=3910 3298 3208 2904 2454 2226 2061 1801 1592 955 788 228
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 160 42 48 15 42 49 13 2 3 13 4
split_gain=0.000189442 0.000177022 0.000228483 0.000147712 0.000277183 0.000147276 0.000163925 0.000179213 0.000249133 0.00015336 0.000170815 9.47485e-05 0.000215184 0.000179789 0.000103511 8.93802e-05
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.088565000000000019 -0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.11930500000000001 -0.15202999999999997 0.10138000000000001 -0.085974999999999982 -0.083514999999999992 0.097575000000000009 -0.075679999999999983 -0.40944499999999995 0.0057500000000000008
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 -8 10 -10 14 13 -13 -12 -15
right_child=-2 -3 3 -5 5 6 7 -9 9 -11 11 12 -14 15 -16 -17
leaf_value=0.00063438243569189105 -0.00068053269523236524 -0.0006153396593045038 -0.00082256152115949325 0.00059754667989222467 -0.00049412305708332934 -0.0004069347889107545 0.00084081966056159905 -0.00047862976633921838 -0.00042093975449297927 -0.00048168572393181177 0.00014074551973768118 -0.00025580568324225889 -0.00046420273866429611 0.00026964064393955822 0.00075355785895047029 0.00086957875295459643
leaf_weight=0.0016380108474690408 0.0010373995075552136 0.001059892271682932 0.0010704588716958013 0.0010271169037785457 0.0012975864664827386 0.0016299392862154241 0.0013660695284176414 0.0011165560330346847 0.0010865673098390278 0.0010232847715766777 0.0012532547267447569 0.001011896444975016 0.0012130350149346936 0.0014060147220695835 0.0016548440668963391 0.0011832230263024712
leaf_count=270 126 87 548 139 445 794 134 82 103 272 42 194 180 93 377 24
internal_value=0 2.44104e-05 6.01397e-05 5.89381e-06 -3.13591e-05 2.42067e-05 7.24386e-05 0.000135887 0.000197159 0.00010773 0.0001762 0.00026022 0.000121741 0.000319115 0.000489464 0.000543799
internal_weight=0 0.0200378 0.0189779 0.0173398 0.0163127 0.0152423 0.0139447 0.0123147 0.0111982 0.00983212 0.00880884 0.00772227 0.00481417 0.00360113 0.0029081 0.00258924
internal_count=3910 3784 3697 3427 3288 2740 2295 1501 1419 1285 1013 910 491 311 419 117
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=17
num_cat=0
split_feature=14 38 124 483 160 43 3 48 2 42 159 3 43 52 0 15
split_gain=0.000251511 0.00024117 0.000292318 0.000179453 0.000177169 0.000254662 0.000267199 0.000170323 0.000218016 0.000152165 0.000175365 0.000145795 0.00019546 0.000135969 0.00018057 0.000133354
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 1.0000000180025095e-35 -0.098319999999999991 0.18078000000000002 0.13772500000000001 0.11930500000000001 0.11542500000000001 -1.0000000180025095e-35 0.089930000000000024 -0.074234999999999982 -0.089949999999999988 -0.066329999999999986 -0.17106499999999999 -0.052074999999999989
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 -6 11 12 -11 -13 -15 -14
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12 13 15 14 -16 -17
leaf_value=0.00069883011103520989 -0.00079260702109709366 -0.00074658400216997005 -0.00060558044903957959 -0.00067806590455086579 -0.0004407942828849848 -0.00073574767937165987 0.00082270351076830226 -0.00055901053086036725 0.0008133133828270593 -0.00011995714028904745 -0.00042388694538069398 -0.00045039088289209006 0.0010007467600037069 0.000705801248748949 -0.00017046328169811856 0.00032443163543411242
leaf_weight=0.0018258386434896112 0.0011260715802366419 0.0010941116981373891 0.0011237563821800056 0.0010409205587104666 0.0015349091957319793 0.0010027130035964128 0.0014334503517724343 0.0011296533696731692 0.0011521405552553767 0.0013499024372206573 0.0014046800072844831 0.0013570853236248293 0.0015157802597168669 0.0011385439167561628 0.0015624461158027124 0.0017699586250860193
leaf_count=271 126 84 346 434 634 210 135 74 202 111 160 107 164 56 137 659
internal_value=0 1.88061e-05 5.99737e-05 -3.02328e-06 3.71865e-05 8.13612e-05 0.000134743 6.38729e-05 0.000118908 5.01349e-05 0.000124754 0.0002134 0.000416169 -1.82286e-05 0.000198907 0.00063643
internal_weight=0 0.0214359 0.0203418 0.0185159 0.017475 0.0163513 0.0153486 0.0139151 0.0127854 0.0116333 0.0100984 0.00869372 0.00463564 0.00405808 0.00270099 0.00328574
internal_count=3910 3784 3700 3429 2995 2649 2439 2304 2230 2028 1394 1234 934 300 193 823
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=14
num_cat=0
split_feature=1 0 133 42 42 43 159 1 3 4 16 0 0
split_gain=4.89344e-05 9.86187e-05 5.96136e-05 6.12397e-05 5.86494e-05 0.000114635 7.91024e-05 0.00010763 0.000107925 0.000118682 0.000197985 0.000259526 3.94222e-05
threshold=0.085835000000000009 -0.089879999999999974 0.086975000000000011 0.085195000000000007 0.088115000000000013 -0.075819999999999985 0.014225000000000003 0.090905000000000014 -0.13309499999999996 0.25367000000000006 -0.074204999999999979 -0.10071499999999999 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 6 -6 7 -2 -9 10 -10 -12 -3
right_child=4 2 -4 -5 5 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.0029552674634140807 0.0025157988313500791 -0.00159261888956135 -0.0018665793084552173 0.0025486785315009431 -0.00033635284145222625 0.0040892310849714531 0.0025442484580923018 -0.0037019881151312802 -0.0048408128853305683 0.0018529460606684614 0.0032327289058533136 -0.0027800275216752282 0.001068552660945746
leaf_weight=0.001410219869519838 0.0010609743188955845 0.0010618138911162728 0.0011802599463872666 0.0010779700317230384 0.0011428325418249444 0.001048003919803991 0.0010111366839169553 0.0010130070391834453 0.0010272711042300202 0.0016964825392494325 0.0013070739694330542 0.0013766994510299986 0.0010188419114844915
leaf_count=592 191 614 619 318 274 318 243 133 121 172 86 172 57
internal_value=0 -0.000735002 -1.3374e-05 0.000679099 0.000370815 0.00178066 7.11884e-06 -0.000335778 -0.000806993 -0.000264665 -0.00123272 0.000148356 -0.000289514
internal_weight=0 0.00574911 0.00433889 0.00315863 0.0106835 0.00219084 0.00849265 0.00748151 0.00642053 0.00540753 0.00371104 0.00268377 0.00208066
internal_count=3910 2200 1608 989 1710 592 1118 875 684 551 379 258 671
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=11
num_cat=0
split_feature=484 1 42 151 43 16 42 43 4 0
split_gain=4.62372e-05 6.23404e-05 0.000102519 0.000101282 0.000129129 0.000119599 8.35936e-05 7.65528e-05 0.000132721 6.88739e-05
threshold=0.088645000000000015 0.12263000000000002 0.092635000000000009 -0.084764999999999993 -0.07526999999999999 -0.40374499999999997 0.083725000000000008 0.0050750000000000005 0.0057500000000000008 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -7 -3
right_child=-2 9 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.0026851357397623178 -0.0023637228103788013 0.0035053283431051739 -0.0030661226466390541 0.00077523240079181851 0.0032316930300033244 -0.004153158729799356 0.0048744680068917579 0.0012367473951979142 0.00045665826181889315 -0.00015544999106120662
leaf_weight=0.0015046839006835578 0.0011296880883366672 0.0015195748761971596 0.0015931407644837253 0.0014635347279952802 0.0011373575631363772 0.0019446960807986908 0.0014107951352808311 0.0014684023829048915 0.0016817773232856749 0.0014504921700463466
leaf_count=314 329 188 644 452 135 855 439 289 118 147
internal_value=0 0.000156219 -0.000223738 0.000203009 0.000680219 -0.000291549 0.00278724 -0.00107806 -0.00201536 0.00171751
internal_weight=0 0.0151745 0.0122044 0.0106112 0.00910656 0.00623223 0.00287433 0.00509488 0.00362647 0.00297007
internal_count=3910 3581 3246 2602 2288 1397 891 1262 973 335
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=14
num_cat=0
split_feature=484 52 15 11 4 12 12 2 43 0 52 13 0
split_gain=4.55574e-05 6.10892e-05 8.44314e-05 0.000107231 0.000120911 0.000210365 0.000143802 0.000143208 0.000142412 0.000111416 0.000126715 7.67622e-05 0.000118125
threshold=-0.0043499999999999988 0.17829500000000004 -0.26361999999999991 0.077330000000000024 -0.00072999999999999985 -0.023959999999999995 -1.0000000180025095e-35 0.11085000000000002 -0.089604999999999976 -0.032484999999999993 -0.082554999999999976 -0.060719999999999989 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -7 10 -8 -10 -13
right_child=1 -3 3 -5 5 8 7 -9 11 -11 -12 12 -14
leaf_value=-0.0021080157820084163 0.0028980229537119099 -0.0022970292119081472 0.0050621941320313727 -0.0033071597799425754 -0.0048046159745037875 0.0038113181689086737 -0.0015576149368125472 0.0041034611154905322 0.0014226664853824625 -0.0025330457275717618 0.0037116538433100894 0.00046521888556030623 -0.0046562208846593588
leaf_weight=0.001144914619491978 0.0013781963997502389 0.0011238812632282215 0.0010663157689949718 0.0010284937772958589 0.0012103067184281863 0.0010524260319202394 0.0010148482079678596 0.0011011715278029868 0.0011993604104907629 0.0016037593553539474 0.0011569096404389235 0.001100224228033575 0.0010356602319879756
leaf_count=612 266 364 169 200 145 72 267 158 200 121 1081 68 187
internal_value=0 0.000144008 0.000340703 6.03026e-05 0.0003604 -0.000787437 0.0014416 0.000649934 0.000320672 -0.000357326 0.00124936 -0.000780791 -0.00201809
internal_weight=0 0.0150716 0.0139477 0.0125695 0.011541 0.00559798 0.005943 0.00487669 0.00438767 0.00377552 0.00217176 0.00333524 0.00213588
internal_count=3910 3298 2934 2668 2468 672 1796 1627 527 1469 1348 455 255
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=17
num_cat=0
split_feature=38 124 484 15 43 13 3 3 4 42 42 1 3 15 3 4
split_gain=0.00018251 0.000230383 0.000213932 0.000151333 0.000175977 0.000226865 0.000186568 0.000256581 0.000265269 0.000172551 0.000130029 0.000116152 0.000217147 0.000102809 7.72689e-05 6.70888e-05
threshold=0.084445000000000006 -0.048219999999999992 -0.0043499999999999988 1.0000000180025095e-35 0.16180500000000003 -0.10939499999999998 -0.13927999999999999 -0.078669999999999976 -0.0010999999999999996 0.08401500000000002 0.083815000000000014 0.094890000000000016 0.11265500000000002 0.094945000000000015 0.10666500000000002 -0.022084999999999997
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 10 15 13 -8 -10 -13 -5 -4 -9
right_child=-2 2 3 9 -6 6 7 8 11 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00056048177596248723 -0.00068940591916207504 -0.00066137143170683153 0.00032863939288989779 -0.00083385333264981369 -0.00054157474152057602 0.00053479201764384697 -0.00014047482032289219 0.00030363949203045997 -0.00052080799965391691 0.00022809527019691277 -0.00093963799764898188 0.00046083061881131292 -0.00035154170030539318 -0.00017352345983921721 0.00096536985918128015 0.00088995446140920217
leaf_weight=0.0019426295387455139 0.001017310484591887 0.0013532145242134619 0.0010257375936909259 0.0013364820933497576 0.0010839057506653082 0.0018036086266761649 0.0011191669518566252 0.0010440349665832294 0.0012913035674718852 0.0012302863821121654 0.0010739890088213647 0.0017685767334912287 0.0017743499247901973 0.0012087053977162115 0.0010264165965328739 0.0010574294544455319
leaf_count=280 85 592 62 555 136 178 247 110 175 614 339 128 74 156 108 71
internal_value=0 2.20544e-05 -3.24308e-05 1.52654e-05 9.35381e-05 0.000146555 5.25947e-05 -4.26742e-05 0.000112002 -0.000276401 -0.000531825 -9.95536e-05 5.39826e-05 -0.000520264 0.00064711 0.000598666
internal_weight=0 0.0211398 0.0191972 0.017844 0.0140685 0.0129846 0.0109325 0.00912885 0.00693569 0.00377547 0.00219316 0.00483423 0.00354293 0.00254519 0.00205215 0.00210146
internal_count=3910 3825 3545 2953 1628 1492 1322 1144 558 1325 586 377 202 711 170 181
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=12
num_cat=0
split_feature=1 4 4 4 48 151 4 0 3 12 47
split_gain=4.82475e-05 9.41717e-05 0.000106311 8.94609e-05 6.22922e-05 0.000125255 0.000129578 0.000158384 0.000138259 0.000101107 0.000102498
threshold=0.085835000000000009 -0.084009999999999987 -0.0031049999999999997 -0.49837999999999999 0.12862000000000004 -0.086249999999999979 0.0051950000000000008 -0.17106499999999999 -0.0038649999999999999 0.10333000000000002 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 8 -8 -7 10 -9
right_child=4 2 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.0023752563627905234 0.0048544483696427287 -0.0058226778077023625 -0.00061935925527175099 0.0022154343390394186 -0.0024710066771405988 0.00088162888156474489 0.0052814381819399131 0.00088924103042727174 -0.0051152129373929706 0.0029248454846889588 -0.0038187455331946149
leaf_weight=0.0010728628987874203 0.0011050265150051317 0.0010698092636177501 0.0015838957260406075 0.0019359293372377406 0.0010382080419435455 0.001239148292706071 0.0012837654181474863 0.0017703589026098385 0.0012618123897010459 0.001502603293259297 0.001307272192478164
leaf_count=75 157 1086 594 445 106 685 95 296 163 96 112
internal_value=0 -0.000965926 -0.00271701 0.000578505 0.000494286 0.000819375 0.000286334 0.00132284 -0.00214396 0.000213312 -0.00111055
internal_weight=0 0.0056625 0.0026537 0.00300879 0.0105082 0.00946999 0.00836496 0.005864 0.00250096 0.00458023 0.00307763
internal_count=3910 2200 1680 520 1710 1604 1447 599 848 504 408
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=16
num_cat=0
split_feature=133 133 14 50 3 15 4 15 3 150 3 43 15 151 1
split_gain=0.00034465 0.00026291 0.000213372 0.000203416 0.000185676 0.000213091 0.000151061 0.000191068 0.000286389 0.000239176 0.000263317 0.000200762 0.000212154 0.000164784 0.00013632
threshold=0.10681500000000001 0.091290000000000024 0.077685000000000018 0.10625000000000001 -0.15464999999999998 -0.26361999999999991 -0.23071499999999998 -0.017214999999999998 0.10666500000000002 0.08486500000000001 0.092005000000000017 -0.079109999999999986 -0.10192499999999999 -0.07299499999999999 0.077800000000000022
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 9 14 10 11 -8 -13 -11 -9
right_child=-2 -3 -4 -5 5 6 7 8 -10 13 -12 12 -14 -15 -16
leaf_value=0.00054832598767672774 -0.00092940313004575041 0.00079015308602275102 -0.00070562915121894919 -0.00064611924205600318 0.00063991936407949038 -0.00048655832835771531 -0.00062218532346410753 -0.00031950977970638615 0.00091898946836657203 0.00077661778752295435 -0.00095519089417910768 -0.00041528746691675133 0.00047291197276606547 -4.5411102420804764e-05 0.00031713052999985194
leaf_weight=0.0018433681487264276 0.0010245478223619977 0.0011037185248486707 0.0010979333528716986 0.0011057728006355133 0.0012777602553895916 0.0017637084120711811 0.0014349999322015999 0.0015733225228051423 0.0012882823358586343 0.0010060579906131517 0.0013033385636389561 0.0011679297833983634 0.0017212543345206024 0.0016922485933415221 0.0019472567580393792
leaf_count=178 545 209 110 306 203 147 378 768 59 133 73 149 205 103 344
internal_value=0 2.5678e-05 -1.60446e-05 2.35427e-05 6.46366e-05 9.51739e-06 -4.4549e-05 1.48034e-05 0.000270077 -0.000132638 -0.00032142 -0.000130397 0.000113864 0.000261081 3.26204e-05
internal_weight=0 0.021327 0.0202232 0.0191253 0.0180195 0.0161762 0.0148984 0.0131347 0.00480886 0.00832583 0.00562752 0.00432418 0.00288918 0.00269831 0.00352058
internal_count=3910 3365 3156 3046 2740 2562 2359 2212 1171 1041 805 732 354 236 1112
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=18
num_cat=0
split_feature=14 38 124 124 133 50 48 42 3 15 1 47 160 3 1 4 151
split_gain=0.000205526 0.000206179 0.000294797 0.000169617 0.00026467 0.000246136 0.000254973 0.00026468 0.00024873 0.000251535 0.00018539 0.000241282 0.000186549 0.000370394 0.000151263 0.000214492 0.00018294
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 0.10119500000000002 0.11930500000000001 -1.0000000180025095e-35 -0.13927999999999999 -1.0000000180025095e-35 0.12263000000000002 0.09252500000000001 -1.0000000180025095e-35 0.090325000000000003 0.094695000000000015 -0.056579999999999991 -0.0074049999999999993
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 -4 9 -9 11 12 13 -10 15 -14 -17
right_child=-2 -3 3 -5 -6 -7 -8 8 10 -11 -12 -13 14 -15 -16 16 -18
leaf_value=0.00079808913353144706 -0.00076842517282194132 -0.00074809994804404735 -0.00063998015462940678 0.00071586598850187561 -0.0008990223515630794 -0.00084220382344340637 -0.00073869062091326803 0.0014063666364783204 -0.0011105451488577819 0.00015560303475303883 0.00080510422414304913 -0.00079756464879274865 0.00068483139776142157 0.00041166015436016517 0.00080053673814566332 0.00031071172136395259 -0.00061863337788669757
leaf_weight=0.0016724635058479346 0.0011201636752809488 0.0010633645315237241 0.0012612347355691758 0.0010297837834325014 0.0011033223456293562 0.0010174377223469032 0.0011510448237428425 0.0010827575407517109 0.0010213466581705678 0.001029016658058878 0.0011263622282844865 0.0010339678776489407 0.0014849756124370485 0.0010783468184096812 0.00148266289451085 0.0013500068891106921 0.0014326263160995781
leaf_count=270 126 87 673 49 607 347 83 76 421 120 130 149 273 62 159 81 197
internal_value=0 2.85014e-05 7.11627e-05 2.41714e-06 -4.16953e-05 1.91278e-05 7.9423e-05 0.000149786 0.000231956 0.0007969 0.000112776 2.49981e-05 0.000133343 -0.000328781 0.000302086 0.000128913 -0.000167757
internal_weight=0 0.0204207 0.0193574 0.0176849 0.0166551 0.0155518 0.0145343 0.0133833 0.0121221 0.00211177 0.0100103 0.00888393 0.00784997 0.00209969 0.00575027 0.00426761 0.00278263
internal_count=3910 3784 3697 3427 3378 2771 2424 2341 1668 196 1472 1342 1193 483 710 551 278
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=13
num_cat=0
split_feature=158 14 15 156 1375 49 160 42 13 1 0 0
split_gain=4.94852e-05 8.41697e-05 9.78147e-05 8.13469e-05 7.62233e-05 6.18748e-05 0.000150164 7.40422e-05 7.41412e-05 9.90705e-05 5.31078e-05 6.37144e-05
threshold=0.084965000000000027 -0.13131999999999996 -0.15202999999999997 0.085790000000000019 -1.0000000180025095e-35 -0.084934999999999997 0.069910000000000014 0.095565000000000011 -0.0038299999999999996 0.095575000000000007 0.0059850000000000016 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 10 -10 11 -7
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0024635989781040296 -0.002321414285621395 0.0033358310146321692 -0.0021553695329135304 -0.0027073629031271651 -0.0013911673249713912 0.0012851598856871164 0.0047334826272599963 -0.0020325355864287227 -0.002049699854361535 0.0016140490806814368 0.00015217899677371453 0.0051578058328049835
leaf_weight=0.0013410157479071269 0.0010331265983972255 0.0012193987095996265 0.0012533892747122856 0.0011090357403520977 0.0014562753041219038 0.0010129448061295592 0.0011309406324801242 0.0011720180477916469 0.0016765810389857681 0.0018270310272464202 0.0010114002599585364 0.0010001370952781553
leaf_count=154 423 226 96 428 168 623 253 435 438 163 52 451
internal_value=0 0.000140153 0.000391911 0.000108126 0.000378688 0.000687433 0.0010302 0.00048629 0.000938506 -0.000139162 0.00218689 0.00320916
internal_weight=0 0.0152102 0.0138692 0.0126498 0.0115407 0.0102873 0.00883105 0.00770011 0.00652809 0.00350361 0.00302448 0.00201308
internal_count=3910 3487 3333 3107 2679 2583 2415 2162 1727 601 1126 1074
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=17
num_cat=0
split_feature=14 124 133 50 47 159 52 13 42 42 15 1 3 15 2 16
split_gain=0.000234127 0.00019655 0.000215234 0.000230276 0.000194586 0.000149517 0.00033688 0.00014986 0.000153633 0.000200699 0.000222218 0.000192281 0.000288301 0.000204374 0.000141824 9.05571e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 -0.026594999999999997 0.11262000000000001 -0.090744999999999978 0.091230000000000019 0.060615000000000009 0.024640000000000006 0.094485000000000013 0.11476000000000001 -0.042544999999999993 0.092635000000000009 -0.10064999999999998
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 14 9 10 11 13 -13 -9 -7 -16
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 -17
leaf_value=0.00072007858001810893 -0.00079002159316564151 0.00073390518580456019 -0.00071726030126030896 -0.00072174462834563222 -0.00059670179598281248 3.8864393640926559e-06 -0.00081828894446452538 -0.00053091757710296221 0.00056552568940890235 -0.00060164732154345882 -0.00064332018818107311 0.00090477891309591644 -0.00018522452250104344 0.00028787791118316838 0.00039325272617786748 0.0011045633915125678
leaf_weight=0.0011344830177289966 0.001014001899377808 0.0010646715806360381 0.0011182621483698451 0.0010468221049451968 0.0010887903267424717 0.0011152102118348944 0.0010617095618525455 0.0014934015931315518 0.0014659377699516992 0.0013963701593260429 0.0010025171111611988 0.0019097645525188462 0.0010550186958111496 0.0019932657844457004 0.0010040209681697158 0.0010010125828641692
leaf_count=246 126 49 570 323 108 212 205 233 237 463 453 290 45 160 78 112
internal_value=0 3.43061e-05 -5.13156e-06 3.96868e-05 8.73549e-05 0.000134998 8.92159e-05 0.000160924 6.37252e-05 -1.93912e-05 8.96843e-05 0.000203589 0.000516901 -6.28267e-05 0.000482286 0.000748374
internal_weight=0 0.0199513 0.0188866 0.0177683 0.0167215 0.0156327 0.0144982 0.0134365 0.0103163 0.00885034 0.00745397 0.00645145 0.00296478 0.00348667 0.00312024 0.00200503
internal_count=3910 3784 3735 3165 2842 2734 2488 2283 1881 1644 1181 728 335 393 402 190
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=13
num_cat=0
split_feature=14 157 14 15 13 3 39 3 0 2 4 16
split_gain=5.08484e-05 6.25418e-05 0.00011073 0.000112852 6.56492e-05 0.000154404 0.000124381 0.000114612 0.000162055 8.11624e-05 7.58783e-05 0.000173421
threshold=0.020750000000000005 -0.073574999999999988 -0.22654999999999997 -0.14487999999999998 -0.23438999999999996 0.11265500000000002 0.085060000000000011 -0.100615 -0.083934999999999996 0.093655000000000002 -0.0017649999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 9 10 -6 -9 -12
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 11 -13
leaf_value=0.0025039330562121689 -0.0026404537214708874 -0.0036422384974847152 0.0039907648419235187 0.0022534967544446979 0.003765194544499105 -0.0045980581069089924 0.00321606656153618 0.0025804140624130513 -0.0047890784815267972 -0.00051178039513360041 -0.0047508919260088964 0.0020212037385331882
leaf_weight=0.0014793439860444129 0.0010004240961932883 0.0011640319226162528 0.0010563684112313088 0.001476164035829018 0.0011987372392467553 0.0011529047731544386 0.0015118196535775143 0.0010306783945936908 0.0015981140341377485 0.0013762402444927324 0.0010954226572602987 0.0010887271095341004
leaf_count=490 153 119 322 107 153 82 217 571 1174 147 229 146
internal_value=0 0.000156237 -9.63626e-05 0.000231604 -0.000112843 -0.000460324 7.56929e-05 -0.000566934 -0.00166169 0.00147929 -0.000107041 -0.00137522
internal_weight=0 0.0152286 0.0137492 0.0125852 0.0115288 0.0100526 0.00889974 0.00738792 0.00481294 0.00257498 0.00321483 0.00218415
internal_count=3910 3757 3267 3148 2826 2719 2637 2420 2120 300 946 375
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=12
num_cat=0
split_feature=1 0 2 0 43 39 48 2 457 3 15
split_gain=5.03783e-05 0.000100685 0.000165082 0.000148837 6.21831e-05 9.64719e-05 0.000121162 0.000137914 0.000102738 0.000135066 6.88579e-05
threshold=0.085835000000000009 0.18055000000000002 0.10325000000000002 -0.070894999999999986 -0.24333999999999997 0.005105000000000001 0.11930500000000001 0.11542500000000001 0.041935000000000007 0.090325000000000003 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 8 9 10 -6
right_child=4 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0023985536545549171 -0.001924006379619751 0.0020378104943441005 -0.0049082588120884793 0.0015933844294422229 0.0017718133975028079 0.0027535499660791161 -0.0029602599887280532 0.0037723024879594029 0.0028244773965278871 -0.0033452510100486499 -0.0011207172084724698
leaf_weight=0.0018117952932189805 0.0010157135154822703 0.0010231250739316522 0.0010078882985399299 0.0018186802328297165 0.0017446339520324485 0.0017207158088998866 0.0010384091843169685 0.0011456760228437529 0.0010287053194300011 0.0012745370364921071 0.0014766804495202005
leaf_count=1662 63 28 356 154 104 350 92 189 94 138 680
internal_value=0 -0.000761261 -0.00137868 -0.000398799 0.000393472 0.000643107 0.000172016 0.000659643 1.41429e-05 -0.000628896 0.00044585
internal_weight=0 0.00566149 0.00463836 0.00363048 0.0104451 0.00942936 0.00770864 0.00667023 0.00552456 0.00449585 0.00322131
internal_count=3910 2200 2172 1816 1710 1647 1297 1205 1016 922 784
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=13
num_cat=0
split_feature=158 41 159 150 457 1 151 12 12 4 1 43
split_gain=4.43922e-05 8.5095e-05 8.77947e-05 6.95586e-05 8.81133e-05 0.000103436 0.000129065 0.000113507 8.15542e-05 7.57868e-05 0.000177772 4.24314e-05
threshold=0.084965000000000027 0.078150000000000011 0.088320000000000023 0.11315500000000002 0.084715000000000013 0.12864500000000004 -0.0080899999999999982 0.098845000000000016 0.093125000000000013 -0.060264999999999992 0.094385000000000011 -1.0000000180025095e-35
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=-0.0039415608755574349 -0.0023483407166873514 -0.0030520486721404053 0.0034478064216791372 -0.0022393517775011747 0.003523572703477802 0.0026155158012029387 0.00019546583406649794 -0.0028667511888967731 0.003772912156201581 -0.0045216670941800917 0.0014835605514967657 0.0034488635413927847
leaf_weight=0.0012103490398289842 0.0010172088098219 0.0010338901813378145 0.0011439629498636071 0.0014880456241372986 0.0010995836614582652 0.0017764177504495634 0.0010691003710424094 0.0013642310281396855 0.0010357997058891844 0.0011511780177369852 0.001533764134556137 0.0010700210433531878
leaf_count=316 423 174 265 136 138 199 572 409 379 454 155 290
internal_value=0 0.000145099 0.000382181 0.000108167 0.000417016 8.24781e-05 -0.000451017 0.000133801 0.000832357 0.000200975 -0.0010912 0.00182286
internal_weight=0 0.0149763 0.0139425 0.0127985 0.0113104 0.0102109 0.00843444 0.00722409 0.00585986 0.00482406 0.00268494 0.00213912
internal_count=3910 3487 3313 3048 2912 2774 2575 2259 1850 1471 609 862
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=11
num_cat=0
split_feature=49 15 12 12 13 43 4 52 2 1
split_gain=4.5206e-05 0.000177599 0.0001003 9.75851e-05 0.000104269 0.000147572 9.74228e-05 8.4406e-05 0.000124692 0.000108065
threshold=-0.029304999999999998 -0.091024999999999981 0.085185000000000025 1.0000000180025095e-35 1.0000000180025095e-35 -0.079109999999999986 -0.065054999999999988 0.10701500000000001 0.11230000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 8 9 -2
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.0041876827002137124 -0.00064800240258175738 -0.002092679641129201 0.0018606139139370332 -0.0039407072268195422 -0.0036309676931343586 -0.0017355779433543066 0.0023364353838803637 0.0028868879863734403 -0.0028767421099037487 0.0032602991387430105
leaf_weight=0.0013169612717695289 0.0019152035199434267 0.0018176802754316839 0.00122191910585423 0.0010064134983445616 0.0016512483982596376 0.0010696611623174286 0.0017858042558775221 0.0013874150472299729 0.0013266783109218677 0.0013902138214825126
leaf_count=114 207 282 163 603 582 869 557 143 213 177
internal_value=0 0.000914647 -0.000503455 -0.000361185 -0.00138681 -0.000427265 0.000811054 0.000578163 -0.000113351 0.000995776
internal_weight=0 0.00435656 0.0030396 0.0115326 0.00551313 0.00386188 0.00285547 0.00601951 0.0046321 0.00330542
internal_count=3910 559 445 3351 2611 2029 1426 740 597 384
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=19
num_cat=0
split_feature=133 1374 133 50 38 156 160 158 47 42 151 43 2 49 0 16 3 52
split_gain=0.000349126 0.000299517 0.000271496 0.000328266 0.000265866 0.000272452 0.000188613 0.000223129 0.000176439 0.000208947 0.000247835 0.000282115 0.000235788 0.000264377 0.000288773 0.000249864 0.000142358 9.66553e-05
threshold=0.10681500000000001 -0.094679999999999986 0.092550000000000007 0.11812000000000002 1.0000000180025095e-35 0.091280000000000014 -0.217635 0.084965000000000027 0.13206500000000002 -1.0000000180025095e-35 -0.084019999999999984 -0.074254999999999988 0.11362000000000001 -0.029304999999999998 -0.13027499999999997 -0.057604999999999996 -0.075954999999999981 0.048490000000000012
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 -3 8 9 -8 -11 16 13 -13 -15 -16 17 -12
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 14 15 -17 -18 -19
leaf_value=-0.00078818642835639795 -0.0008641871319195715 -0.00047330768251682389 0.00082281337774708907 -0.00078892403251957133 -0.00069866034164660004 -0.00055212789332242127 -0.00022119805571204485 -0.00049419797740781011 -0.00033899180751223348 -0.00016616961970535656 0.00032097259581172053 0.00067983925091415144 0.00085206051430675124 0.00052518994586037463 -0.00089133170205068959 3.9643566589654459e-05 0.0012742694446998153 0.00095930156756623465
leaf_weight=0.0010256887070236856 0.0010979271950748012 0.0010311221623693139 0.0010789800062759201 0.0011143429968969642 0.001010572910268486 0.0013546317052429068 0.0016166428055026235 0.0010125641868035029 0.0011073782222155168 0.0017724889654529953 0.0012816704264320689 0.0016299637737219866 0.0014195631841477921 0.0013940781950078037 0.0011477958211778649 0.0017243354435927082 0.0011265110254614959 0.001016880023094302
leaf_count=64 545 254 163 175 87 296 653 237 38 246 245 86 130 61 271 187 123 49
internal_value=0 2.83293e-05 6.66768e-05 2.73784e-05 7.36795e-05 0.000115562 0.000167901 0.000208589 0.000255291 0.000301865 0.000369442 0.000457831 0.000286385 0.000150193 -5.21662e-05 -0.000332404 0.00082403 0.00060337
internal_weight=0 0.0228652 0.0218395 0.0207605 0.0196462 0.0186356 0.017281 0.0162499 0.0152373 0.0141299 0.0125133 0.0107408 0.00731574 0.00589617 0.00426621 0.00287213 0.00342506 0.00229855
internal_count=3910 3365 3301 3138 2963 2876 2580 2326 2089 2051 1398 1152 735 605 519 458 417 294
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=17
num_cat=0
split_feature=124 133 50 47 158 156 47 42 43 42 43 160 1 457 3 16
split_gain=0.00017133 0.000193392 0.000176536 0.000206224 0.000183273 0.000171979 0.000142631 0.000121618 0.000170838 0.000127714 0.000241019 0.000123482 9.79178e-05 0.000196617 0.000247379 0.000125734
threshold=0.10068000000000002 0.10064500000000001 0.10625000000000001 0.117025 0.085745000000000002 0.091280000000000014 0.10561500000000001 -1.0000000180025095e-35 -0.15648499999999999 0.085545000000000024 -0.016244999999999996 -0.046074999999999991 0.11215000000000001 0.088175000000000017 0.090325000000000003 -0.087089999999999987
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 -10 -12 13 14 15 -13
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00035500915139157781 0.00066328031200338768 -0.00075419577130274047 -0.00066858278760152645 -0.00068214046622627072 -0.00059737175533605474 -0.00052436046641480183 0.00076647233690873434 0.00078824819711038766 0.00090069432213750759 -0.00029593508410328487 0.00061321700769437107 0.00064926093549622663 -0.00034754365165639162 0.00072045156642427607 -0.0007095574926052297 -0.00010687306402256976
leaf_weight=0.0013118071774625159 0.0010007439570596131 0.0010251239851489296 0.0010645194100712364 0.001057918179018901 0.0010446764058925544 0.0010547248673541598 0.0010603536387143496 0.0011726564425611511 0.0011812452879472355 0.0017642899140266526 0.0010751910413562315 0.001103483003960906 0.0016756017814715529 0.0011659010430502548 0.0011544076101516199 0.0013938907089099421
leaf_count=653 58 586 329 112 329 288 68 75 289 611 75 72 120 57 61 127
internal_value=0 -4.6883e-05 -7.21909e-06 3.36748e-05 8.05409e-05 0.000127399 0.000176296 0.000128152 0.000182386 0.000114813 0.000197636 8.79063e-05 9.22636e-07 0.00012212 -6.89087e-05 0.00022723
internal_weight=0 0.0193058 0.0182807 0.0172161 0.0161582 0.0151136 0.0140588 0.0129985 0.0116867 0.010514 0.00874972 0.00756848 0.00649328 0.00481768 0.00365178 0.00249737
internal_count=3910 3852 3266 2937 2825 2496 2208 2140 1487 1412 801 512 437 317 260 199
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=18
num_cat=0
split_feature=124 133 50 158 156 42 34 457 151 15 15 150 0 16 160 52 15
split_gain=0.000200779 0.000204499 0.000221548 0.000197671 0.000189751 0.000184913 0.000186292 0.00019094 0.000187847 0.000179794 0.000252046 0.000197325 0.000150175 0.00011214 0.00012674 0.000129277 6.13759e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.085745000000000002 0.091280000000000014 -0.094739999999999977 -0.0011599999999999998 -0.0034949999999999994 0.056555000000000001 0.079360000000000014 -0.095799999999999982 0.095950000000000021 -0.11756999999999999 -0.014099999999999998 -0.046074999999999991 -0.089799999999999977 -0.14868999999999996
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 9 10 12 13 16 -12 -15 -16 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.00057161174731329921 0.0007305199784863461 -0.00078346769879640197 -0.00075774177862953577 -0.000674890097974906 -0.00059554641172700424 -0.00053951745009968202 -0.00039253880726344826 0.00010269493150440634 -0.00030768412462698746 -0.00014315956302940664 0.00014719787132239944 0.0013672331496149583 0.00060997396512422596 0.0012248353617042866 6.549504999755927e-05 0.00083192398281418034 -0.00049525244919865837
leaf_weight=0.0010660292323118577 0.001036617950943476 0.001104903628810004 0.0011410741728644222 0.0011223808628566595 0.0011765156388853981 0.0010192332369830795 0.0013422657415314296 0.0010046270596976402 0.0013802240553013054 0.0017287284966706002 0.001606444697324177 0.0010210408357973488 0.0010137432626082894 0.0010080038785651472 0.0011711480134761485 0.0015503649338561645 0.0010796341959586897
leaf_count=196 49 586 330 348 299 131 201 82 69 746 158 110 203 90 172 85 55
internal_value=0 -5.4845e-05 -1.34143e-05 3.30217e-05 7.93024e-05 0.000128952 0.000178989 0.00023165 0.000298335 0.000373126 0.000467523 0.000665973 6.03084e-05 0.000531787 0.000697444 0.000502107 -0.000207038
internal_weight=0 0.0205364 0.0194315 0.0182904 0.017168 0.0159915 0.0149255 0.0139062 0.012564 0.0111837 0.00945501 0.006357 0.003098 0.00533596 0.00372952 0.00272151 0.00208426
internal_count=3910 3861 3275 2945 2597 2298 2102 1971 1770 1701 955 615 340 505 347 257 137
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=12
num_cat=0
split_feature=42 123 50 12 131 51 4 16 160 49 4
split_gain=4.33206e-05 9.98077e-05 8.99991e-05 0.000122969 0.000133066 0.000100144 9.27264e-05 0.00013222 0.000106325 0.000107862 0.000141438
threshold=-0.10770999999999999 1.0000000180025095e-35 0.086465000000000014 -0.0089849999999999982 0.08103500000000001 -0.07742499999999998 -0.23071499999999998 -1.0000000180025095e-35 0.086110000000000006 -0.029304999999999998 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.001894095594949766 -0.0030745747498229191 0.0026653689694626759 -0.0028368759195153102 -0.0017969136841530502 -0.0029968343996519859 -0.00081943039735797802 0.0038659149870879906 0.0044081273762670448 -0.0015928023237303825 0.002451858689803858 -0.0017886863811444398
leaf_weight=0.0011080814948655681 0.0010778340734908876 0.0013666120236862653 0.0010967902095822884 0.0013190591445947997 0.0010157644682448333 0.0019115068447130863 0.0014754037306379409 0.0013464118903198721 0.0012306714726118776 0.0017801077408536158 0.0013394633153111651
leaf_count=241 185 317 639 411 421 105 161 266 167 877 120
internal_value=0 0.000125935 -0.000129374 0.000108263 0.000408705 0.000741239 0.00110981 0.001624 0.000980537 0.00166975 0.000631078
internal_weight=0 0.0149596 0.013593 0.0124962 0.0114184 0.0104026 0.00908356 0.00717206 0.00582565 0.00459497 0.00311957
internal_count=3910 3669 3352 2713 2528 2107 1696 1591 1325 1158 997
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=13
num_cat=0
split_feature=1 3 3 43 48 12 3 0 12 48 16 13
split_gain=4.62638e-05 8.45524e-05 0.00013565 0.000160923 6.02708e-05 7.93949e-05 0.000207825 0.000139896 9.22059e-05 5.68119e-05 2.26692e-05 2.30194e-08
threshold=0.094385000000000011 -0.115685 0.086245000000000016 -0.077544999999999989 -1.0000000180025095e-35 0.090585000000000013 0.10420500000000001 -0.14136999999999997 0.10641500000000001 0.084500000000000006 0.0054700000000000009 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -2 6 11 -8 -7 -4 -1 -6
right_child=4 2 9 -5 5 8 7 -9 -10 -11 -12 -13
leaf_value=0.00010174755451486031 -0.0015134275690827073 -0.00090417783595839521 0.0020541323824618219 -0.0061168850444415172 0.0045480424755254944 -0.0029907935374458463 -0.0023212882089680893 0.0027284325298967678 0.0015984976699013227 -0.0013714653957164502 0.0024323903395099371 0.0044727392081962665
leaf_weight=0.0010171769879999196 0.0014367042412564146 0.0019043195602718005 0.001404958279046381 0.0011834872778562606 0.0010007662641280972 0.0011202226695943285 0.0015981070571474687 0.0011719834158357475 0.0010408792102723913 0.0010371023973431426 0.0010404288427815489 0.0010004254723864304
leaf_count=147 134 929 92 1409 245 279 85 169 141 56 82 142
internal_value=0 -0.000640958 -0.00135582 -0.00290209 0.000556013 0.000984895 0.00178446 -0.000184828 -0.000780394 0.000599338 0.00128024 0.0045104
internal_weight=0 0.00758747 0.00552987 0.00308781 0.00836909 0.00693238 0.00477128 0.00277009 0.0021611 0.00244206 0.00205761 0.00200119
internal_count=3910 2715 2486 2338 1195 1061 641 254 420 148 229 387
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=18
num_cat=0
split_feature=124 133 50 47 14 4 158 1 151 4 2 49 0 0 1 42 52
split_gain=0.000238218 0.000189852 0.000184681 0.000177857 0.000177794 0.000173422 0.000146165 0.000106248 9.55038e-05 0.000201175 0.000177169 0.000168396 0.000170904 0.000177917 0.000174951 0.000110689 1.85984e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.073890000000000011 0.28937500000000005 0.08413000000000001 0.11198000000000001 -0.056409999999999995 -0.0031049999999999997 0.11230000000000001 -0.065249999999999989 -0.13027499999999997 -0.070894999999999986 0.095575000000000007 0.084305000000000005 0.057560000000000007
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 8 -7 9 -1 11 -10 -13 14 -14 16 -15
right_child=-2 -3 -4 -5 -6 7 -8 -9 10 -11 -12 12 13 15 -16 -17 -18
leaf_value=-0.00013700726197779853 0.00076258882558081034 -0.00072192350787135887 -0.00069050975466590481 -0.00062263801270630802 -0.00058578037533593447 0.00020853216590215049 -0.00056357125844489387 0.0009189940982437775 -0.00041370510988501553 0.00088317019444069192 -0.00046685280840693544 0.00073634495241595588 -0.00068641849624571363 0.00028884016343440349 0.00023984862809551497 0.00079060255499410867 -3.1407878019563169e-05
leaf_weight=0.0010003074031926795 0.0010739431868912663 0.0011012973035513579 0.0010448222187518083 0.0010853582156791211 0.0010618025165453062 0.0012683845919729826 0.0010137763239472875 0.0011014490561998306 0.0013394130632418634 0.0011798899129727711 0.0016810999103667465 0.0014910918097907865 0.0012315481315260985 0.001006524751753488 0.0010648894075488968 0.0010784266976366919 0.0010251609138741333
leaf_count=276 49 586 330 112 105 88 268 247 130 87 219 76 987 157 76 69 48
internal_value=0 -4.67099e-05 -6.88912e-06 3.36269e-05 7.66814e-05 0.000122115 4.6816e-05 0.00053874 9.79631e-05 0.000415097 2.8251e-05 0.000129297 0.000234739 9.63994e-05 -0.000256896 0.000357265 0.000127247
internal_weight=0 0.0197752 0.0186739 0.0176291 0.0165438 0.015482 0.0131121 0.00236983 0.0120984 0.0021802 0.00991815 0.00823705 0.00689764 0.00540655 0.00229644 0.00311011 0.00203169
internal_count=3910 3861 3275 2945 2833 2728 2393 335 2125 363 1762 1543 1413 1337 1063 274 205
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=17
num_cat=0
split_feature=124 43 123 484 43 52 15 42 43 43 2 0 0 48 2 43
split_gain=0.000215842 0.000210431 0.000196255 0.000175374 0.000165233 0.000170649 0.00014579 0.000216877 0.000263329 0.000221588 0.000133373 0.000175306 0.000111891 0.000324525 0.000109273 9.58464e-05
threshold=0.10385500000000002 0.18078000000000002 0.085195000000000007 -0.0043499999999999988 -0.34918499999999997 0.17829500000000004 0.079360000000000014 1.0000000180025095e-35 -0.078644999999999979 -0.066289999999999988 0.10869000000000002 -0.16443499999999997 0.012625000000000003 0.086215000000000014 0.081615000000000007 -0.0078249999999999986
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 12 -12 13 14 -11 -8
right_child=-2 -3 -4 4 5 -7 15 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00068158370646699746 0.00075172189353147159 -0.00083775978925262526 0.00066417174183403525 -0.00065301686663408608 0.00096994743302271358 -0.00065949688200452549 3.0261709821061453e-05 -0.00068435107559950531 0.00026666563329011617 0.00049774219616689991 -0.00061684615257497088 0.00033206589585081843 -9.5433974885031784e-05 -0.00025389552081556995 0.0012218150314328795 -0.00073941136315620252
leaf_weight=0.001306766397313453 0.0011212686945740553 0.0010127817867085316 0.0012818600495821631 0.0011600553842727969 0.0013632080801601549 0.0010236856363516371 0.0010332177628604861 0.001809496553780876 0.0018644976250057075 0.0013223593761080314 0.0012429060347893817 0.0012136345309641389 0.0012992329474023068 0.001209323121492023 0.001307190542780938 0.0010082671316627581
leaf_count=575 49 258 210 139 199 320 499 358 227 95 63 157 106 91 106 458
internal_value=0 -4.85342e-05 -7.4293e-06 -5.48256e-05 -6.23907e-06 4.15597e-05 9.04689e-05 0.000161634 -0.000201724 0.000310663 0.000192324 -0.000148044 0.000355054 0.000507518 0.00085769 -0.000349871
internal_weight=0 0.0204585 0.0194457 0.0181638 0.0168571 0.015697 0.0146733 0.0126318 0.00367399 0.00895785 0.00759465 0.00245654 0.00513811 0.00383887 0.00262955 0.00204148
internal_count=3910 3861 3603 3393 2818 2679 2359 1402 585 817 618 220 398 292 201 957
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=12
num_cat=0
split_feature=4 15 47 52 49 52 2 0 0 3 1
split_gain=4.46545e-05 6.37401e-05 6.83288e-05 7.647e-05 0.000118945 0.000152358 8.48566e-05 0.000177776 0.000133926 0.0001087 5.67693e-05
threshold=0.27608500000000008 -0.11739999999999999 0.10783500000000001 -0.11271999999999999 -0.084114999999999981 -0.081429999999999989 0.11085000000000002 0.12500000000000003 -0.069794999999999982 0.086245000000000016 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 -7 -2
right_child=10 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0029864028642096517 -0.00061456768708186319 -0.0031400000388863234 0.002133773777988538 -0.0030932218687729648 0.0044177514483313765 -0.0028728763458435208 0.0022879303900470863 -0.0049172775055870586 0.0036984991744386359 0.0017025399404347436 0.0026409196855015091
leaf_weight=0.0010826996927825574 0.0012316298918234605 0.0012063336717969492 0.0016354893136875112 0.0014407024194863834 0.0011411879495967156 0.0017176254446760199 0.0014737591661867933 0.0011229088474423582 0.0011076053947137025 0.0011607949789643746 0.0017020878861640071
leaf_count=275 118 560 152 173 189 1657 200 46 162 55 323
internal_value=0 -0.000302387 -6.03507e-05 -0.000406363 -4.65347e-05 0.000521751 -0.000153667 -0.000857988 0.000285561 -0.00102773 0.0012742
internal_weight=0 0.0130891 0.0120064 0.0103709 0.00916458 0.00772388 0.00658269 0.00510893 0.00398603 0.00287842 0.00293372
internal_count=3910 3469 3194 3042 2482 2309 2120 1920 1874 1712 441
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=19
num_cat=0
split_feature=14 133 3 48 52 132 158 50 2 16 43 133 157 15 0 4 12 16
split_gain=0.000321999 0.000252637 0.000263407 0.000215733 0.000231071 0.000192163 0.000209633 0.000259387 0.000182231 0.000202306 0.000227819 0.000260657 0.000291916 0.000192666 0.000292685 0.000230375 0.000110147 4.79938e-05
threshold=0.077685000000000018 0.10681500000000001 0.16699000000000003 0.12649500000000002 -0.40083499999999994 0.080815000000000012 0.084965000000000027 0.086465000000000014 0.11542500000000001 0.20277000000000003 -0.089949999999999988 0.083815000000000014 -0.022224999999999998 -0.095799999999999982 -0.23029999999999998 -0.060264999999999992 0.051320000000000005 -0.114825
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 8 9 10 -6 12 -12 17 -15 -16 -11 -14
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 16 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.00062656258219099398 -0.00087212585472263204 -0.00078513505640421318 0.00073932413892914203 -0.0006608164667837481 -0.00050763354708400696 0.00080626147596299944 -0.00065612065993505306 -0.00061296088400494353 0.00076702091028201739 0.0010168626555561026 0.00086678074883582803 0.00087133442825608595 -0.00028536754334785788 0.00083871449809628997 0.00036231360460657798 -0.00067948682898939317 0.0002201964843581345 -0.00079570034642489223
leaf_weight=0.0012854794508021785 0.0011930552499135319 0.0010345004502221094 0.0016238349864884571 0.0012550308539357449 0.0018753433132684674 0.0011235219690987992 0.0010638618493319608 0.0012562938708973364 0.0014621056609204599 0.0010162301081573242 0.0010125445934325858 0.0012443194226331965 0.0011128598560493225 0.0011198411391859482 0.0011230883488745457 0.0013765120640785273 0.0010065446707472336 0.0010375840150480325
leaf_count=353 126 530 179 92 196 201 310 438 164 49 87 258 77 41 476 181 33 119
internal_value=0 3.83713e-05 7.89485e-05 2.35909e-05 7.10046e-05 0.000124283 7.55014e-05 0.000128655 0.000198252 0.000128515 2.80265e-05 0.000153176 2.14215e-05 -0.000126929 0.000113502 -0.000211398 0.000620437 -0.000531602
internal_weight=0 0.0220295 0.020995 0.0193712 0.0181161 0.0168307 0.0157071 0.0146433 0.013387 0.0119249 0.00990209 0.00802675 0.00678243 0.00576989 0.00361944 0.0024996 0.00202277 0.00215044
internal_count=3910 3784 3254 3075 2983 2630 2429 2119 1681 1517 1435 1239 981 894 698 657 82 196
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=17
num_cat=0
split_feature=133 133 14 50 15 3 52 13 42 2 0 47 12 49 16 2
split_gain=0.000254847 0.000273026 0.000174222 0.000155374 0.000248708 0.000173436 0.000155982 0.000195922 0.000222757 0.000219629 0.000162224 0.000394052 0.000386788 0.000210823 0.000119239 0.000105314
threshold=0.10681500000000001 0.091290000000000024 0.077685000000000018 0.10625000000000001 -0.26361999999999991 -0.15464999999999998 0.10599500000000002 -0.090744999999999978 0.091230000000000019 0.10045500000000002 -0.017269999999999997 0.09252500000000001 0.084100000000000022 -0.042499999999999989 -0.072359999999999994 0.084065000000000015
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 9 10 -7 11 12 13 14 -9 -15
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.00066452777512999018 -0.00076394247482443811 0.00077335479986210989 -0.0006192353910644536 -0.0005262233108035973 0.00048671253299978069 -3.7119920756974092e-05 -0.00049055835328511176 3.1916608984387092e-05 0.00040487510312757285 0.00078542705425828255 0.00029897655346266486 -0.0010669507679833051 -0.00097803085670098984 0.00068708070275045447 -0.00065307200365340688 3.3347751284771229e-05
leaf_weight=0.0014853621210944362 0.0010100866284956265 0.0011214864019759565 0.001064058525448496 0.0011562267922951867 0.0016101214253019221 0.0016560722327974226 0.0016842750353736535 0.0014657537977154078 0.001770259796237462 0.0014599998356938648 0.0013266874788337617 0.0012806782228729687 0.0010381883162834081 0.0013002869220514303 0.0010373443494553075 0.001076846528025685
leaf_count=225 545 209 110 306 156 223 280 66 210 121 115 147 875 63 85 174
internal_value=0 3.06465e-05 -1.01594e-05 2.3337e-05 5.82656e-05 4.36337e-06 -4.70821e-05 8.60905e-06 -9.419e-05 0.000348275 -0.000197814 -0.000289365 -0.000121104 6.11925e-05 -0.000251959 0.000390938
internal_weight=0 0.0215336 0.0204122 0.0193481 0.0181919 0.0167065 0.0150964 0.0134121 0.010296 0.00311607 0.00852579 0.0071991 0.00591842 0.00488023 0.0025031 0.00237713
internal_count=3910 3365 3156 3046 2740 2515 2359 2079 1735 344 1525 1410 1263 388 151 237
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=13
num_cat=0
split_feature=484 52 15 11 4 12 12 2 43 4 3 3
split_gain=4.85387e-05 6.50352e-05 6.9805e-05 6.7714e-05 0.000101093 0.0001937 0.00013349 0.000142213 0.000113394 9.65354e-05 0.000160886 7.28461e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.26361999999999991 0.07677500000000001 -0.00072999999999999985 -0.023959999999999995 -1.0000000180025095e-35 0.11085000000000002 -0.089604999999999976 -0.032604999999999995 -0.084014999999999992 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -7 10 -8 -10
right_child=1 -3 3 -5 5 8 7 -9 11 -11 -12 -13
leaf_value=-0.0028708244208388587 0.0035360871242883915 -0.003236890746578419 0.0064030748998379645 -0.0033640618450117908 -0.0059698413703743024 0.004619620790281183 0.0012826899908777874 0.0052523793667417383 -0.0025576233487725093 0.0029609888676429947 -0.0058698369300797092 0.0017359690140178602
leaf_weight=0.0011423015525907311 0.0013721257578235497 0.0010553977900002775 0.0010499693642629683 0.0010513795972339765 0.0012295844600496986 0.0010405989057434839 0.0013671892261352756 0.0011133357233879711 0.0019945274954577697 0.0011020818674293033 0.0012339631448134377 0.0013779838702616051
leaf_count=612 267 353 169 203 145 72 551 159 349 306 615 109
internal_value=0 0.000200221 0.000460581 0.000124611 0.000443305 -0.000929053 0.0017633 0.000751869 0.000475415 -0.000601158 -0.0021104 -0.000803292
internal_weight=0 0.0149881 0.0139327 0.0125606 0.0115092 0.00564269 0.00586654 0.00481657 0.00441311 0.00370323 0.00260115 0.00337251
internal_count=3910 3298 2945 2678 2475 675 1800 1631 530 1472 1166 458
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=12
num_cat=0
split_feature=42 123 50 15 15 43 0 2 12 4 16
split_gain=4.97775e-05 8.19569e-05 7.93134e-05 9.7131e-05 9.8058e-05 0.000141112 9.08983e-05 0.000116247 9.93387e-05 0.000215573 8.21507e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.086465000000000014 -0.24219999999999997 -0.11739999999999999 -0.18906999999999999 -0.10131499999999999 0.083715000000000026 0.093125000000000013 -0.060264999999999992 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 -8 -9
right_child=1 -3 -4 4 5 6 8 10 -10 -11 -12
leaf_value=-0.0023186788178818129 0.0030350547933724469 0.0027884670227649798 -0.0030457894141727847 -0.0033006608441017841 0.0039057591584174809 0.0041192656397913878 -0.00014727579111402408 -0.0022250628963093487 0.00063113643292347097 -0.0064666430286518511 0.0015711233519461968
leaf_weight=0.0011162599933127191 0.0013340095202831114 0.0013805838243325626 0.0010838116130041956 0.001169154414137427 0.001144778637265702 0.0010762139789874964 0.0017098957339326064 0.0013923428531829457 0.0019015601305300087 0.0011629120398954072 0.0015387024176781172
leaf_count=241 169 317 639 238 104 73 758 166 576 495 134
internal_value=0 0.000160503 -0.000107981 0.000148185 -0.000198901 0.000166431 -0.00032103 0.000936464 -0.00137648 -0.00270535 -0.00023219
internal_weight=0 0.014894 0.0135134 0.0124296 0.0110956 0.00992641 0.00878163 0.00400726 0.00477437 0.00287281 0.00293105
internal_count=3910 3669 3352 2713 2544 2306 2202 373 1829 1253 300
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=16
num_cat=0
split_feature=14 124 4 123 484 13 132 2 43 16 16 1 3 48 43
split_gain=0.00025271 0.000117291 0.000194972 0.000140628 0.000186148 0.00017167 0.000154368 0.000151327 0.00022958 0.000246123 0.000240665 0.000222269 0.000218703 0.000134784 4.35665e-05
threshold=0.077685000000000018 0.098110000000000017 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 -0.094679999999999986 0.079995000000000011 0.097135000000000013 -0.075819999999999985 -0.08286499999999998 -0.057604999999999996 0.10134000000000001 0.11818000000000002 0.090405000000000013 0.052855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 13 7 8 9 -7 -10 -9 -13 14 -6
right_child=-2 -3 3 -5 5 6 -8 11 10 -11 -12 12 -14 -15 -16
leaf_value=-0.00068031007950332411 -0.00087949333354539309 0.0006400020854270235 -0.00067883162810585007 0.00059416651336140496 0.00042803065846075579 0.00030699894421373677 0.00058234977213298289 -0.0010371568300609557 -0.00011160910873641261 -0.00086639605008998713 0.00081497464967550371 0.00052900020720595873 -0.00052819719618722488 -8.5423924162050054e-05 0.0009343247115646343
leaf_weight=0.0012717976412042016 0.0010403359126346092 0.0010034572152773048 0.0012062473880874542 0.0014518191644775314 0.0011255500188147383 0.0010088674224933217 0.0011480564860037188 0.001223758722342233 0.0018707625469094767 0.0014013296120496373 0.0018095343675312049 0.0010704517469797281 0.0016045962580397699 0.0011459661990443071 0.0011054540791801681
leaf_count=174 126 61 545 273 152 129 228 348 740 445 296 133 64 88 108
internal_value=0 3.68746e-05 4.06137e-06 5.47463e-05 4.93004e-06 6.17557e-05 -4.67246e-05 -0.000119023 5.93622e-05 -0.000375233 0.000343975 -0.000397687 -0.000105147 0.000419527 0.000678897
internal_weight=0 0.0194476 0.0184442 0.0171724 0.0157206 0.0145143 0.0111374 0.0099893 0.00609049 0.0024102 0.0036803 0.00389881 0.00267505 0.00337697 0.002231
internal_count=3910 3784 3723 3549 3276 2731 2383 2155 1610 574 1036 545 197 348 260
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=13
num_cat=0
split_feature=484 42 43 42 43 16 16 49 49 48 13 15
split_gain=4.75579e-05 6.79373e-05 0.000117743 0.000173221 0.000286231 0.000118906 8.83765e-05 0.000101889 0.000125043 0.000121301 0.000117989 8.12073e-05
threshold=0.088645000000000015 -1.0000000180025095e-35 -0.044024999999999988 0.086825000000000013 -0.079804999999999987 0.15737500000000001 -0.008734999999999998 -0.029304999999999998 0.092185000000000017 0.086215000000000014 -0.11267999999999999 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -5 6 7 9 10 -4 -9 -1
right_child=-2 2 5 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0032647693687858897 -0.0019626344421358756 0.0046254963851340468 0.0033517497456892341 -0.0022055343660472453 0.0044149317252631104 -0.00332063451465017 0.0025562679778494252 0.00014515771288823467 0.0016200072795440907 -0.0010766571525566331 -0.0040062575146549914 0.00054883068557668032
leaf_weight=0.0011535474747369568 0.0011276066884666437 0.0013858102487450848 0.0012963070318488023 0.001654480958650794 0.0010294645564707288 0.0010665167279833646 0.0012798906790939049 0.0010955534478862975 0.001046544734748708 0.0011207482705732352 0.0016939757392951081 0.0010245190178284069
leaf_count=394 329 465 96 350 346 219 191 116 106 72 589 637
internal_value=0 0.00013731 0.000413793 0.00179521 0.000333837 -0.000239966 0.000196191 -0.000286869 -0.00128571 0.00129837 -0.00237584 -0.00147093
internal_weight=0 0.0148474 0.0126693 0.00406976 0.00268395 0.00859954 0.00753302 0.00625313 0.00383607 0.00241706 0.00278953 0.00217807
internal_count=3910 3581 2550 1161 696 1389 1170 979 811 168 705 1031
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=16
num_cat=0
split_feature=14 124 4 157 160 42 151 3 4 49 4 0 16 4 484
split_gain=0.000337785 0.000173436 0.000195959 0.000142151 0.000202536 0.000274705 0.000226063 0.000219456 0.000118041 0.000148025 0.000220457 0.000113403 0.00012421 9.52741e-05 9.05304e-05
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084019999999999984 -0.074234999999999982 0.0051950000000000008 -0.047309999999999998 0.17888000000000001 -0.06402999999999999 -0.15168999999999996 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 -6 -7 11 13 -10 -11 12 -8 -9 -5
right_child=-2 -3 3 4 5 6 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00059067501089238251 -0.00085156152646150376 0.00065257295638587222 0.00046044534889422002 -0.00071321036606113392 -0.00054729819611317007 -0.00038832559382192416 0.00062377305427466884 8.8473514577822293e-05 0.00068285593071929689 -0.00033894081757668585 0.00056706318736334362 0.00080198382053925377 -9.0364187624960562e-05 -0.00056178998434888976 -9.4473360100019737e-05
leaf_weight=0.001237914863104885 0.0010764238426307074 0.0010393750403361037 0.0017758075716464783 0.0012242933321615071 0.0015162812631611408 0.0015979710661014933 0.0012309467095865684 0.0010614016650924082 0.0011225189165569027 0.001644492096163408 0.00105307433507536 0.0018053328994255251 0.0011045715169435786 0.0010933999932436168 0.0010500435514338331
leaf_count=174 126 49 440 494 834 165 70 61 64 96 153 115 584 195 290
internal_value=0 3.80294e-05 3.53651e-06 4.61046e-05 -1.35238e-06 7.19133e-05 0.000152067 0.000237432 4.78566e-05 0.000211067 1.47445e-05 0.000510974 0.000286025 -0.000241486 -0.000427544
internal_weight=0 0.0195574 0.018518 0.0172801 0.0155043 0.01323 0.0117137 0.0101157 0.00597489 0.00382009 0.00269757 0.00414085 0.00233552 0.0021548 0.00227434
internal_count=3910 3784 3735 3561 3121 2337 1503 1338 569 313 249 769 654 256 784
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=17
num_cat=0
split_feature=14 124 133 132 42 50 159 52 151 13 4 2 0 52 4 13
split_gain=0.000300969 0.000160373 0.000208222 0.000135269 0.000175069 0.000155143 0.000200493 0.000150279 0.000240572 0.000172095 0.000191189 0.000176939 0.000150182 0.000101354 5.69226e-05 5.09089e-05
threshold=0.077685000000000018 0.10230000000000002 0.10064500000000001 0.080815000000000012 -1.0000000180025095e-35 0.10424500000000002 -0.026594999999999997 0.10898500000000001 -0.084019999999999984 -0.083514999999999992 0.0057500000000000008 0.097135000000000013 -0.084074999999999997 -0.087094999999999992 -0.077679999999999985 -0.16277999999999995
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 -8 12 13 -12 15 -11 -15 -10
right_child=-2 -3 -4 -5 5 -7 7 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=-0.00054052282343264139 -0.00090829178382393868 0.0006970611566872063 -0.00075215354332884359 0.00056466903630016465 0.00080933309341560638 -0.00059085658602741058 -0.00053817200571232087 -0.00056782209177274928 -4.2326231538256369e-05 -0.000714011132695619 0.00072088391714038107 -5.6103611818677462e-05 0.00098311112722546134 0.00022856092740368664 -0.00033903849922810818 0.00049746142675871695
leaf_weight=0.0015906036698619232 0.0010444107401091354 0.0010030540625118834 0.0010232029814266725 0.001323882676586635 0.0010815348227307545 0.001004561246473505 0.0014892474414160669 0.0010721674435618606 0.0010052593436574442 0.0010127345672221975 0.0016336192188732921 0.0017894423811572464 0.0012475862786502467 0.0010325153506692414 0.0010267918412897414 0.0010314893438519951
leaf_count=738 126 52 570 240 196 243 256 168 96 272 107 127 170 69 155 325
internal_value=0 3.2425e-05 -3.87665e-06 4.02742e-05 -3.06808e-06 5.61875e-05 0.000104614 4.28531e-05 0.000100956 0.000198285 3.72623e-05 0.000314705 0.000516724 -0.000271882 -5.445e-05 0.000231043
internal_weight=0 0.0193677 0.0183646 0.0173414 0.0160176 0.0144269 0.0134224 0.0123409 0.0112687 0.00977944 0.0064951 0.00342306 0.00328433 0.00307204 0.00205931 0.00203675
internal_count=3910 3784 3732 3162 2922 2184 1941 1745 1577 1321 730 234 591 496 224 421
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=20
num_cat=0
split_feature=14 38 124 13 147 484 150 0 42 52 42 15 159 16 47 0 13 3 12
split_gain=0.000210535 0.000198799 0.000207211 0.000185667 0.000138573 0.00027832 0.000165148 0.000345165 0.000193953 0.000215795 0.000220306 0.000129869 0.000129465 0.000189123 0.000194252 0.000229819 0.000180245 0.000135443 2.68874e-05
threshold=0.077685000000000018 0.083695000000000006 -0.082254999999999981 -0.23438999999999996 0.088565000000000019 -0.0043499999999999988 0.087235000000000021 -0.230625 -0.10770999999999999 0.15091000000000002 0.10269500000000001 -0.24219999999999997 0.082325000000000023 -0.30307999999999996 0.10783500000000001 -0.11756999999999999 -0.074599999999999986 -0.028189999999999996 0.097955000000000014
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 18 5 -5 8 -8 -7 10 11 -10 13 -13 15 -15 -17 -18 -4
right_child=-2 -3 3 4 -6 6 7 -9 9 -11 -12 12 -14 14 -16 16 17 -19 -20
leaf_value=0.00070054788904797612 -0.00070588562171698481 -0.00067252803680831977 0.00065790527213157289 -0.00085468422997380961 0.00053492264761941736 -0.00056927011701524859 0.00029903839516048767 -0.00094216759489073785 0.00081882939732350285 -0.00056717347734627798 -0.00050239500419540432 -0.00032344832808656692 -0.00027593555424485199 0.00091853748179877869 0.0010329936537593841 0.00056691298048437092 -0.00060528713575015399 0.0002017222956999834 0.00028798756174721409
leaf_weight=0.0012045025142779211 0.001093608243166593 0.0010248905564782798 0.001004317119733456 0.0011187798757501264 0.0010034032542204354 0.0011644143490511247 0.0010145127170062551 0.0013525095092419845 0.0010201945793817417 0.0010621560358356494 0.0010437929534126015 0.0010621097342973281 0.0012060674746129096 0.0010669019077650401 0.0010699296121288171 0.0011772259834205742 0.0011147727525882534 0.0010401667641275381 0.0010295437788698791
leaf_count=185 126 87 135 545 129 176 19 215 108 303 313 61 179 56 66 407 705 65 30
internal_value=0 1.82109e-05 5.40459e-05 1.20686e-05 -4.44005e-05 -8.18706e-05 -2.18065e-05 -0.000410183 5.46249e-05 0.000121499 0.00019613 0.000279388 0.000208259 0.000297673 0.000418298 0.000268794 6.07569e-05 -0.000215752 0.000470652
internal_weight=0 0.0207802 0.0197553 0.0185508 0.0165169 0.0155135 0.0143948 0.00236702 0.0120277 0.0108633 0.00980116 0.00875737 0.00773717 0.00653111 0.005469 0.00439907 0.00333217 0.00215494 0.00203386
internal_count=3910 3784 3697 3512 3347 3218 2673 234 2439 2263 1960 1647 1539 1360 1299 1233 1177 770 165
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=13
num_cat=0
split_feature=132 13 0 0 4 1 43 4 52 151 1 2
split_gain=4.47506e-05 0.000105908 9.94981e-05 8.60408e-05 0.000118045 8.87717e-05 0.000107882 0.00015067 0.000114038 0.000137071 8.34158e-05 6.09491e-05
threshold=0.080815000000000012 -0.10241499999999999 0.12346000000000001 1.0000000180025095e-35 -0.08422499999999998 0.085835000000000009 -0.080894999999999981 -0.0010999999999999996 0.024145000000000003 -0.0088999999999999982 0.11183500000000002 0.10910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -6 -7 -8 9 -9 -11 -1
right_child=-2 2 -4 -5 5 6 7 8 -10 10 -12 -13
leaf_value=0.00052480809248687415 0.0020407806321735907 -0.0046503198535020746 -0.0042467358155285065 0.0028289530063923141 -0.0032488337945050733 -0.002508082573522169 0.0052105188131264602 -0.0047449940584107179 0.0036463826319130571 0.0027656153160609781 -0.001873359587152448 0.0041741128696946355
leaf_weight=0.0019055858619206377 0.0014453172404972616 0.0010434474863660866 0.0011049196192864869 0.0011212914230296451 0.0012808135049206673 0.0016326989888605188 0.0010686413005772466 0.0010271131482699758 0.0010312792685427119 0.001261986131203235 0.0010812660621958444 0.0010756799974824191
leaf_count=168 395 429 123 170 1435 266 358 89 94 116 112 155
internal_value=0 -0.000219961 -0.000747344 -0.000380796 -0.000762569 -0.000278699 0.000256877 0.00108213 7.98249e-05 -0.00101149 0.000625015 0.00184153
internal_weight=0 0.0146347 0.0116535 0.0105485 0.00942725 0.0083838 0.00710298 0.00547029 0.00440164 0.00337037 0.00234325 0.00298127
internal_count=3910 3515 3192 3069 2899 2470 1035 769 411 317 228 323
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=18
num_cat=0
split_feature=14 124 133 484 48 132 42 47 0 1 150 2 52 0 15 13 0
split_gain=0.000381884 0.000262904 0.000233908 0.00016024 0.000176067 0.000212387 0.000283218 0.000234648 0.000234604 0.000230673 0.000297242 0.000211965 0.000181529 0.000177668 0.000172645 0.000154117 4.09232e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 -0.0043499999999999988 0.12675000000000003 0.080815000000000012 -0.089024999999999979 0.086425000000000016 -0.230625 0.11235500000000002 0.088380000000000014 0.10393500000000001 -0.088354999999999989 -0.068039999999999975 -0.033649999999999992 -0.083924999999999986 -0.11991499999999998
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 -8 10 11 12 -10 16 -14 -16 -9
right_child=-2 -3 -4 4 -6 -7 7 13 9 -11 -12 -13 14 -15 15 -17 -18
leaf_value=-0.00048933821303325388 -0.00092834569769398149 0.00081382872797628879 -0.00072890500402981735 -0.00073706369529119597 -0.00053844018608369181 0.00075596185089414202 0.0008620412400931574 -0.00030927936532008351 -0.00026142738240729848 0.00074761640288562123 -0.00077675638391856835 -0.00040601105974423209 0.00093654572010555526 0.0002959685299179586 0.00068228942044147578 -6.4839239765562934e-05 -0.00076375051908568936
leaf_weight=0.0014569262625854775 0.0011731173079132786 0.0011012036236299682 0.0011472099475574654 0.001097646833897045 0.0011700935224854261 0.0013028179921030615 0.0014252036370674378 0.0010692042017752534 0.0012077222607149874 0.0014666224978905169 0.0010437382281467122 0.0014194446519793583 0.0013854429937945811 0.0010219944906735287 0.0012530781518563516 0.0018266010833149224 0.0010642145140138601
leaf_count=505 126 49 570 277 86 193 68 46 175 268 158 266 206 72 275 436 134
internal_value=0 3.30029e-05 -9.23352e-06 3.37432e-05 7.66686e-05 0.000120069 6.58538e-05 0.000127992 0.000240876 0.000148684 4.07183e-05 0.000161022 0.000302904 -0.000266526 0.000455543 0.000239157 -0.000535983
internal_weight=0 0.0214592 0.020358 0.0192108 0.0177538 0.0165837 0.0152809 0.0141833 0.0110279 0.00960265 0.00813603 0.00709229 0.00567284 0.00315541 0.00446512 0.00307968 0.00213342
internal_count=3910 3784 3735 3165 2660 2574 2381 2104 1852 1784 1516 1358 1092 252 917 711 180
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=17
num_cat=0
split_feature=14 38 124 484 457 160 42 43 160 156 1 42 48 3 4 13
split_gain=0.000306475 0.000172491 0.000218677 0.000216741 0.00015832 0.000134681 0.000236113 0.000221208 0.000289648 0.00022987 0.000197629 0.00023699 0.000234076 0.000215337 0.000233248 4.26561e-05
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.0034949999999999994 -0.098319999999999991 -1.0000000180025095e-35 0.16180500000000003 0.090735000000000024 0.090135000000000007 0.12381000000000002 0.091955000000000023 0.092065000000000022 0.086245000000000016 -0.060264999999999992 -0.013465
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 10 11 12 13 14 -8 -16
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.00068968861545059352 -0.0009301873928128394 -0.00069293640247408391 -0.00070717430645475228 -0.00055995569350693851 -0.00043861117198431843 -0.00046792752387795808 0.0010687023820749426 -0.00054969371688391277 -0.00044338898323957512 -0.00038338265418239563 0.0012504104140265684 -0.00025910768100082454 -0.00012388296165833417 0.0012455339250678505 0.00034140772619052975 -0.00019684812030009422
leaf_weight=0.0018110258585654409 0.0011755240466505548 0.0010442236115283656 0.001311268979050032 0.0012509638343078102 0.0013332491076763269 0.0017149173165056314 0.0013374273100749106 0.0010489577196148856 0.0014256885585522969 0.0010254441853748139 0.0011639566035081617 0.0013857499397303685 0.0012898352938428559 0.0019309443924667158 0.0010079414905762585 0.0010026564518510559
leaf_count=270 126 87 568 181 411 801 239 72 121 219 117 323 66 85 157 67
internal_value=0 3.91887e-05 7.73374e-05 1.65012e-05 7.25922e-05 0.0001231 0.000175348 0.000262772 0.000336434 0.000446035 0.000539309 0.000435256 0.000581739 0.000754146 0.000470743 7.29872e-05
internal_weight=0 0.0210843 0.02004 0.018229 0.0169177 0.0156668 0.0143335 0.0126186 0.0115696 0.010144 0.00911851 0.00795455 0.0065688 0.00527897 0.00334803 0.0020106
internal_count=3910 3784 3697 3427 2859 2678 2267 1466 1394 1273 1054 937 614 548 463 224
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=14
num_cat=0
split_feature=14 132 13 2 0 39 13 2 4 1 16 16 3
split_gain=6.5955e-05 5.94692e-05 9.37705e-05 0.000109674 8.69487e-05 7.53603e-05 9.36874e-05 0.000149606 0.000174496 0.00010219 8.42381e-05 6.11668e-05 4.93562e-05
threshold=0.018455000000000003 0.080815000000000012 -0.091229999999999992 0.092635000000000009 0.12346000000000001 0.084835000000000008 -0.0041499999999999983 0.11230000000000001 0.0057500000000000008 0.087075000000000014 -0.094359999999999986 -0.10486499999999999 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 12 8 9 -8 -10 -5 -4
right_child=-2 -3 4 11 -6 -7 7 -9 10 -11 -12 -13 -14
leaf_value=-0.0015818963210838042 -0.0029992665278759999 0.0025722172682162876 -0.0047460165505767071 0.0010119176363196933 -0.0037951586304567886 0.0026259557500665819 0.0014584119056272713 -0.0026695562638945182 0.0014748953394886999 -0.0038940425485992944 0.0061536503714400871 0.004994951038109775 -0.0010050489087556653
leaf_weight=0.0010006341797136028 0.0010049075552977507 0.0013650530607077155 0.0010177623165750021 0.0010133399009127596 0.0011057251712217548 0.0011663728429712932 0.0010474652572217457 0.0019460363212884836 0.0011808335358982694 0.0010133843744157961 0.0010495443641828153 0.0012355742571965311 0.0010192681304423668
leaf_count=243 159 353 1169 115 122 292 361 180 76 194 76 124 446
internal_value=0 0.000179647 -5.70882e-05 0.00172767 -0.000607007 -0.000233599 -0.000636692 9.40405e-05 0.00134731 -0.00117356 0.00367657 0.00320023 -0.00287415
internal_weight=0 0.015161 0.0137959 0.00324955 0.0105464 0.00944067 0.00827429 0.00623726 0.00429123 0.00206085 0.00223038 0.00224891 0.00203703
internal_count=3910 3751 3398 482 2916 2794 2502 887 707 555 152 239 1615
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=17
num_cat=0
split_feature=124 133 50 156 158 42 151 43 3 4 15 15 4 3 16 0
split_gain=0.000184297 0.000165745 0.00019639 0.000170839 0.000217212 0.00017829 0.000161888 0.000193244 0.000216663 0.00018953 0.0002488 0.000269542 0.000187307 0.000128512 9.69898e-05 8.6699e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.091280000000000014 0.085745000000000002 -1.0000000180025095e-35 -0.084019999999999984 -0.074254999999999988 -0.077894999999999978 0.24280000000000004 -0.095799999999999982 0.05377500000000001 -0.069259999999999988 0.10223 -0.53257999999999994 -0.087359999999999979
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 12 10 -9 13 -8 15 -11 -12
right_child=-2 -3 -4 -5 -6 6 7 9 -10 14 11 -13 -14 -15 -16 -17
leaf_value=-0.00034245577856354445 0.0006655730436897128 -0.00066551491292103182 -0.00068241362132241982 -0.00058093108898114518 -0.00064030735141209095 -0.00024868313593681094 0.00076646011974042488 -0.00075086766825388442 0.0011395791810804158 0.00021715195087046576 0.00042867509200917751 -0.00053770086526214633 -0.00015965598611891366 0.00078492150406421404 0.00088601165018680861 -0.000224182437639363
leaf_weight=0.0019065781030773781 0.0010441544547630443 0.0010836576546375811 0.0010871961341060643 0.0011308831500141696 0.0010600649989210781 0.001915864907739497 0.0011445897213677725 0.0010668638245977854 0.0012341450316526613 0.0013048290641644034 0.0011740043913051751 0.0012119079767431221 0.0012086280500109708 0.0012383812374222036 0.0010558217040400946 0.001026179191425238
leaf_count=689 49 586 330 310 337 283 70 70 170 64 52 341 264 62 105 128
internal_value=0 -4.16196e-05 -5.59217e-06 3.60306e-05 7.81938e-05 0.000127372 0.000193328 0.000265922 0.000582802 0.000125198 -3.62879e-05 0.000127644 0.000290801 0.000362142 0.000516305 0.000124178
internal_weight=0 0.0198496 0.0187659 0.0176787 0.0165479 0.0154878 0.0135812 0.0116654 0.00358736 0.00807799 0.00571734 0.00465047 0.00235322 0.00343856 0.00236065 0.00220018
internal_count=3910 3861 3275 2945 2635 2298 1609 1326 504 822 653 583 334 242 169 180
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=16
num_cat=0
split_feature=14 38 124 484 160 43 13 3 15 157 52 3 52 1 1
split_gain=0.000216488 0.000159916 0.000245239 0.000186513 0.000174776 0.000208162 0.000292124 0.000204937 0.000133178 0.000111997 0.000129994 0.00015945 0.000147633 0.000135795 9.75618e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.16180500000000003 -0.083354999999999985 0.10666500000000002 1.0000000180025095e-35 -0.073574999999999988 -0.081429999999999989 -0.074234999999999982 -0.0041199999999999995 0.095575000000000007 0.076710000000000014
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 14 9 -8 11 -11 -12 -14 -6
right_child=-2 -3 3 4 5 -7 8 -9 -10 10 12 -13 13 -15 -16
leaf_value=0.00067113896053383817 -0.00074793344826454885 -0.00061590891130538182 -0.00060820039261853961 -0.00051503712654746292 -1.2200934263231586e-06 -0.00060966867509948755 0.00062943248564208186 0.0011456177358922747 -0.00038208795175289799 0.00079704276861790411 -0.00061357179790772994 -8.1599020440636315e-05 -0.00034010065301154515 0.00033608818097193401 0.00065208966521607299
leaf_weight=0.0016869040757576904 0.0010620428913871984 0.0010273701632274026 0.001294871890412541 0.0013914798295861361 0.0014001850985308996 0.0010582981079284683 0.0010026538820529134 0.001155197379040511 0.0019430727940194245 0.0011526900239882329 0.0012787777063431698 0.0011610942259169497 0.0014307776979878952 0.0019867678950687088 0.0011794075387823993
leaf_count=269 126 91 568 454 338 207 175 108 765 212 64 110 146 147 130
internal_value=0 2.72922e-05 6.18492e-05 2.89903e-06 5.19248e-05 0.000105415 0.000160691 0.000559813 1.0966e-05 0.000106281 3.14543e-05 0.000356126 -0.000128505 5.29973e-05 0.000297478
internal_weight=0 0.0201495 0.0191222 0.0174353 0.0161404 0.0147489 0.0136906 0.00373479 0.00995583 0.00801276 0.00701011 0.00231378 0.00469632 0.00341755 0.00257959
internal_count=3910 3784 3693 3424 2856 2402 2195 576 1619 854 679 322 357 293 468
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=12
num_cat=0
split_feature=14 457 16 12 3 12 1 0 160 3 43
split_gain=5.76878e-05 5.46032e-05 0.000126038 6.85148e-05 0.000117285 0.000115649 0.000152831 0.00016059 0.000105555 9.88647e-05 0.000172134
threshold=0.020750000000000005 -0.0034949999999999994 -0.50585499999999983 1.0000000180025095e-35 -0.015064999999999997 -0.036459999999999992 0.11235500000000002 -0.22384499999999996 -1.0000000180025095e-35 -0.074234999999999982 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -5 10 -10
right_child=-2 2 3 8 5 6 -8 -9 9 -11 -12
leaf_value=-0.0021543654319982931 -0.0024976701614340003 0.0031093887439614222 0.0033941721698581618 -0.0037125237396527745 -0.0027191891839212054 0.001676042420056645 0.0037561757503280285 -0.003682459020634821 -0.0025750590357455951 -0.0023158309751190667 0.0028612072864182599
leaf_weight=0.0010890641208421746 0.0010002496862690077 0.0016368095682554118 0.001435322181237801 0.0012002562935441588 0.0013664962362285628 0.0014703997572391714 0.0013747668666688057 0.0011232201693312229 0.0010083863406798979 0.0015690246858705206 0.0019371675788632269
leaf_count=303 153 226 180 732 288 68 87 141 289 293 1150
internal_value=0 0.00014777 0.000325309 -3.96889e-05 0.000686549 -4.19233e-05 0.000879981 -0.000644566 -0.000900042 -0.000152309 0.00100015
internal_weight=0 0.0152109 0.0141218 0.012485 0.00677021 0.00533488 0.00396839 0.00259362 0.00571483 0.00451458 0.00294555
internal_count=3910 3757 3454 3228 764 584 296 209 2464 1732 1439
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=18
num_cat=0
split_feature=14 38 124 124 133 484 48 160 42 3 0 47 1 13 4 2 3
split_gain=0.000290219 0.000172167 0.000270993 0.000137789 0.000217213 0.000172672 0.000202089 0.000173861 0.000263169 0.000142654 0.000237842 0.000132613 0.000245422 0.000120016 0.00016569 0.000114114 5.07137e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.10143000000000002 0.093845000000000026 -0.0043499999999999988 0.12675000000000003 -0.098319999999999991 -1.0000000180025095e-35 -0.11266 -0.053834999999999994 0.09252500000000001 0.094890000000000016 -0.075169999999999987 -0.0017649999999999999 0.10488500000000002 0.10420500000000001
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 -4 7 -7 -9 15 11 12 13 -11 -15 -10 -14
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 -12 -13 16 14 -16 -17 -18
leaf_value=0.00074441115294735676 -0.00086737499741072158 -0.00065381255223037214 -0.00063666220290473194 0.00064088065102676096 -0.00081430942480260296 -0.0005639690963181595 -0.00066731919384851502 -0.00060495104177508995 0.00032159568455896153 -0.00026314977940824607 -0.00057382657632489172 -0.00022543469342390849 0.00061848176947707683 0.00084870119636044493 -0.00011250998107514243 0.0010486832579244285 0.0011795473645579754
leaf_weight=0.0017431276077315419 0.0011814462365454239 0.0010745979465907598 0.0011553650427460873 0.001028484331653339 0.0010410751839788268 0.0010294910927956822 0.0010646587333948973 0.0011699501841300692 0.001616729962817586 0.0014699894266402263 0.0011823970170003169 0.0013011407210580406 0.0010166688703473759 0.0011811169267708088 0.0010853701747555186 0.0011760275804781894 0.0010157634031303306
leaf_count=269 126 91 474 54 607 376 78 619 102 468 181 84 69 53 55 103 101
internal_value=0 3.80206e-05 7.65862e-05 1.01958e-05 -2.91026e-05 2.37572e-05 7.7081e-05 0.000136919 0.00019599 0.000280828 0.000163417 0.000286714 0.000402226 0.000132069 0.000388399 0.000627772 0.00089889
internal_weight=0 0.020352 0.0192774 0.0175342 0.0165057 0.0154647 0.0143093 0.0132446 0.0122152 0.0110452 0.00825245 0.00707005 0.00576891 0.00373648 0.00226649 0.00279276 0.00203243
internal_count=3910 3784 3693 3424 3370 2763 2289 2211 1835 1216 1011 830 746 576 108 205 170
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=18
num_cat=0
split_feature=133 133 38 14 124 40 48 484 52 51 3 1 47 15 16 4 4
split_gain=0.000317171 0.000296929 0.000216409 0.000227884 0.000219768 0.000212165 0.000271869 0.000259097 0.000236914 0.000299527 0.000244216 0.000199704 0.000286795 0.000295419 0.000145053 0.00016425 8.87976e-05
threshold=0.10681500000000001 0.092550000000000007 0.083695000000000006 0.077685000000000018 -0.079729999999999981 -0.064864999999999992 0.12649500000000002 -0.0043499999999999988 -0.40083499999999994 -0.09021499999999999 -0.15327499999999997 0.094890000000000016 0.093315000000000023 -0.0078499999999999976 -0.095109999999999986 -0.029114999999999999 0.060350000000000008
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 14 13 16 -12 -16 -13
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 11 12 -14 -15 15 -17 -18
leaf_value=0.00078766968521842536 -0.00096621440406945841 0.00095222658114776091 -0.00082097161378881923 -0.00072408892350578672 -0.00074035148269051547 -0.00066995642562059268 -0.00071099341497557695 -0.00058047390130410012 0.0010063982055755778 0.00085842440095095732 0.0002511686358095797 0.0013286777012791928 -0.00041722237764152371 -0.0001693269003078793 2.1315440279572611e-05 -0.00071485575846711824 0.00064292888454724846
leaf_weight=0.0012522956450424704 0.0010627455954881479 0.0010424806874742868 0.0010096135379208384 0.0012170895450578359 0.0010922325575792582 0.0011747519044823197 0.0013068485290084189 0.0011381787138060326 0.0015175392480102729 0.0014225040604225409 0.0019138689709813227 0.0010697408344120252 0.0011624513381449098 0.0010835854677856138 0.0019067434675776943 0.0019168266975259272 0.0013435926184744811
leaf_count=208 545 164 83 108 125 452 82 262 142 79 252 68 48 88 719 341 144
internal_value=0 2.65642e-05 -1.82607e-05 2.12372e-05 6.82358e-05 1.83189e-05 6.71874e-05 0.00013217 0.000197268 0.000263641 0.000168275 7.38483e-05 0.000346977 0.000601013 -0.000147959 -0.000347741 0.000946896
internal_weight=0 0.0225703 0.0215279 0.0205182 0.0193012 0.0180489 0.0169566 0.0156498 0.014475 0.0133369 0.0118193 0.0103968 0.00465937 0.00349692 0.00573744 0.00382357 0.00241333
internal_count=3910 3365 3201 3118 3010 2802 2677 2595 2143 1881 1739 1660 348 300 1312 1060 212
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=18
num_cat=0
split_feature=14 133 50 15 158 15 13 0 0 0 3 43 49 2 16 13 52
split_gain=0.000240147 0.00017748 0.000206652 0.000265194 0.000189338 0.000227761 0.000223672 0.00020963 0.000200546 0.000221438 0.000213207 0.000206614 0.000176301 0.000159266 0.000112054 0.000104917 4.48167e-05
threshold=0.077685000000000018 0.10599500000000002 0.11644500000000001 -0.26361999999999991 0.084710000000000021 -0.095799999999999982 -0.26418499999999995 -0.19631499999999999 -0.11287999999999999 -0.070894999999999986 -0.013944999999999997 0.083940000000000015 -0.073619999999999977 0.094580000000000011 -0.23935499999999996 -0.083514999999999992 -0.010284999999999997
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 7 -7 -5 12 15 11 13 -8 -11 -9 -10 -14
right_child=-2 -3 -4 4 -6 6 8 14 9 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00080164888615023139 -0.00081554506312098455 -0.00063661863515750497 -0.00071231180815371298 -0.00098064171488041114 -0.0006652118551537632 0.0009344771799465394 -4.6666135509850265e-05 0.00027803961526814313 -8.8006227725594631e-05 0.00095011615537611419 -0.00035523715856032844 -0.00028666358643578756 0.00048433988092939928 0.00014090419979528759 -0.00045517928225419604 -0.00081372532533209054 0.00096506838554579085
leaf_weight=0.0015013814612554769 0.0010943843470124217 0.0011769559722631237 0.001001195305938586 0.0010000195914461329 0.0010849222634618507 0.0011240073651426459 0.001337766053868511 0.0014516052537585367 0.0011431633921791312 0.0017310663846858074 0.0017404451579580852 0.0010649590556614519 0.0010879881523608859 0.0012843751841190854 0.0011188765804623539 0.0012801838171682591 0.0012789936307757649
leaf_count=252 126 542 209 58 292 80 68 69 506 124 138 41 46 243 234 803 79
internal_value=0 2.06516e-05 5.8889e-05 9.90415e-05 3.9539e-05 8.5479e-05 0.000191924 -0.000304256 0.000122074 -2.91346e-05 0.000154983 0.000372611 0.000458559 0.000605446 -4.11151e-05 -0.000471383 0.000744101
internal_weight=0 0.0214079 0.0202309 0.0192298 0.0177284 0.0166434 0.0130729 0.0035705 0.0119489 0.00824419 0.00582085 0.0040804 0.00370475 0.00301544 0.00257048 0.00242335 0.00236698
internal_count=3910 3784 3242 3033 2781 2489 2128 361 2048 1855 546 408 193 367 303 1309 125
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=17
num_cat=0
split_feature=124 133 50 47 158 42 15 151 156 457 9 4 15 2 43 4
split_gain=0.000184724 0.000209697 0.000177871 0.000211236 0.000231651 0.000191014 0.000215915 0.000175333 0.000226332 0.000172833 0.000170107 0.00033804 0.000355096 0.000250944 0.000183489 9.10591e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.11896000000000002 0.085745000000000002 0.098285000000000011 0.079360000000000014 -0.084764999999999993 0.091280000000000014 -0.0034949999999999994 0.081505000000000008 0.25367000000000006 -0.095799999999999982 0.10113500000000002 -0.079109999999999986 -0.078484999999999985
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 -9 11 12 -11 14 -14 -16
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 -17
leaf_value=-0.00030932438281973694 0.00067211525348570469 -0.00074060322275229247 -0.00062256376016582896 -0.00069524359823473021 -0.00064136934057793318 0.00077599488957016472 -0.00042786022355593143 -0.00034151592419876865 -0.00050193779681441636 -0.00045851062409507762 -0.00022667194139534223 0.001183011268299257 0.00019869902969715792 -8.0986903429681718e-05 0.00058625534519348549 0.0011944023896849703
leaf_weight=0.0018804591639174214 0.0010307941497481208 0.0010881339913058332 0.0011655884353089186 0.0010004371656497915 0.0011226408767280828 0.0011427661938315939 0.0019603389383835287 0.0010110312811126452 0.0010322727869055475 0.00132995528987214 0.0011251542402933015 0.0014171542267875196 0.0013306422992698588 0.0015324730797746516 0.0011336950028204562 0.0015955356114346802
leaf_count=271 49 586 330 89 337 191 800 141 248 149 79 169 186 156 52 77
internal_value=0 -3.93833e-05 -8.08236e-07 3.81243e-05 7.97777e-05 0.000128869 8.06882e-05 0.00015515 0.000231048 0.000303277 0.000372155 0.000452949 0.000303488 0.000484704 0.000698235 0.000941784
internal_weight=0 0.0208683 0.0197801 0.0186146 0.0176141 0.0164915 0.0153487 0.0133884 0.0115079 0.0104756 0.00946461 0.00833946 0.0069223 0.00559235 0.00405987 0.00272923
internal_count=3910 3861 3275 2945 2856 2519 2328 1528 1257 1009 868 789 620 471 315 129
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=12
num_cat=0
split_feature=14 157 14 15 15 0 0 16 2 1 1
split_gain=5.76502e-05 5.87665e-05 9.31474e-05 9.83973e-05 6.55291e-05 9.13956e-05 8.77867e-05 0.000136829 9.08625e-05 0.000120063 7.75375e-05
threshold=0.026890000000000004 -0.073574999999999988 -0.13131999999999996 -0.14487999999999998 -0.095799999999999982 -0.10575999999999998 -0.06402999999999999 -0.074204999999999979 0.10113500000000002 0.11097000000000001 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 7 -7 9 -8 -6
right_child=-2 2 3 4 5 6 8 -9 -10 -11 -12
leaf_value=0.0020045298956419618 -0.0023566360652728709 -0.0027390288216197992 0.0031279380135967221 -0.0018121768665314113 -1.0888794624729774e-06 0.00064385858760980139 0.0032469958105099941 -0.004196089257918049 -0.0012818497585033509 -0.00089198374209585412 0.0034572575464734581
leaf_weight=0.0015290405647846493 0.001000994728440229 0.0012091246422167726 0.0010511533523956543 0.0018640492187478172 0.001226904944235334 0.0011119510171222202 0.001724456255380119 0.0012594298535168321 0.0018901157984940378 0.0012027986185085271 0.0014072078364712332
leaf_count=490 150 123 320 273 104 915 147 868 287 81 152
internal_value=0 0.000133218 -7.19347e-05 0.000181232 -8.38034e-05 0.000244184 -0.000342919 -0.00192662 0.000436666 0.0015463 0.00184644
internal_weight=0 0.0154762 0.0139472 0.0127381 0.0116869 0.00982286 0.00718875 0.00237138 0.00481737 0.00292725 0.00263411
internal_count=3910 3760 3270 3147 2827 2554 2298 1783 515 228 256
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=12
num_cat=0
split_feature=484 52 15 11 4 16 12 13 2 3 4
split_gain=5.24567e-05 6.48346e-05 7.06299e-05 0.000108989 9.8247e-05 0.000162841 9.0432e-05 0.000127397 0.000121477 0.000139679 0.000120602
threshold=-0.0043499999999999988 0.18936500000000003 -0.26361999999999991 0.077330000000000024 -0.14301 0.15100500000000003 -0.023959999999999995 -0.10241499999999999 0.097775000000000015 -0.075954999999999981 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 9 -9 -11
right_child=1 -3 3 -5 6 -7 7 8 -10 10 -12
leaf_value=-0.0022994245999586678 0.0027317555305180837 -0.0024899130433695851 0.0049544729633183579 -0.0033731281245580028 -0.0024625562868733214 -0.00034493090273352418 0.0039163308448722815 -0.0017890246951206557 -0.0027718504237020988 -0.00031968828556122695 0.0043795029097176844
leaf_weight=0.0011545383780194726 0.0013880142568094356 0.0010625431939475525 0.0013679791656082381 0.001026991211764334 0.0017219051650152343 0.0014962197826441648 0.0010636023721453981 0.001683624395231887 0.0016960085323899365 0.0012172524144334436 0.0015056275742438979
leaf_count=612 267 353 100 200 254 112 117 1300 382 149 64
internal_value=0 0.000154972 0.000353339 9.50068e-05 0.000398077 0.00218613 -0.000178132 0.00037078 -0.000247172 0.000724546 0.00227875
internal_weight=0 0.0152298 0.0141672 0.0127792 0.0117522 0.0028642 0.00888802 0.00716612 0.00610251 0.0044065 0.00272288
internal_count=3910 3298 2945 2678 2478 212 2266 2012 1895 1513 213
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=12
num_cat=0
split_feature=39 48 2 52 4 0 52 484 15 52 39
split_gain=5.06555e-05 9.96456e-05 0.000115583 0.000110591 0.000116318 0.000135848 0.000121739 0.000170899 0.000368046 7.88127e-05 7.39591e-05
threshold=0.005105000000000001 0.11930500000000001 0.11462500000000002 0.11401500000000002 0.074650000000000008 -0.11756999999999999 0.071660000000000015 0.073820000000000011 -0.063364999999999991 -0.081429999999999989 0.092870000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 -1 -2
right_child=10 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0024028582484109653 0.0039804906817824557 -0.0042942760525857175 0.0032290625429408251 -0.0046607804888166666 -0.0013581285311047013 0.0045218058132813748 0.0018978240644397977 0.0022751078652818112 -0.0092085314955479853 -0.0027249608989305825 -0.00037821672135543015
leaf_weight=0.0010515944721845036 0.0013115927890607463 0.0010880590927930577 0.0017226265940979086 0.0010769627853895536 0.0012132041538254756 0.001768485717444479 0.0018010104626482344 0.0011604605762336045 0.0013701672793194871 0.0011482695631204656 0.0015618928222944609
leaf_count=193 215 115 355 479 95 129 633 289 924 239 244
internal_value=0 -0.000368753 -2.18609e-05 -0.000550666 -8.53709e-05 0.00212935 -0.00109641 -0.00223639 -0.00370288 -0.000273725 0.0016113
internal_weight=0 0.0134008 0.0123128 0.0105902 0.00951319 0.00298169 0.0065315 0.00473049 0.00357003 0.00219986 0.00287349
internal_count=3910 3451 3336 2981 2502 224 2278 1645 1356 432 459
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=12
num_cat=0
split_feature=14 132 13 2 0 39 2 0 3 47 16
split_gain=4.72655e-05 5.62695e-05 7.27531e-05 0.000104193 9.08483e-05 6.35166e-05 8.70283e-05 0.00013324 0.000163005 7.5179e-05 5.85125e-05
threshold=0.020750000000000005 0.080815000000000012 -0.090929999999999983 0.097940000000000013 0.12346000000000001 0.084835000000000008 0.11230000000000001 -0.23029999999999998 -0.08348499999999999 0.086165000000000005 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9 -10 -8
right_child=-2 -3 4 -5 -6 -7 10 8 9 -11 -12
leaf_value=-0.0013706978866622616 -0.002859122882868899 0.0027833722630121447 0.0038074289413941929 0.0036190946637748344 -0.0042988864843020056 0.002753411013186542 -0.00075732493592384881 0.0022832349777433935 -0.0047434700563494196 -0.00027193458711552052 -0.0052046347716402479
leaf_weight=0.0012509268122263819 0.0010061296259545735 0.0013719396315025377 0.0014379577315204459 0.0019784379450038855 0.0011091798999020097 0.0011652026875631988 0.0010986736607790509 0.0017992732952884362 0.0016875246663190613 0.001163196431471664 0.0010688374267649754
leaf_count=288 153 353 86 212 122 290 104 948 971 204 179
internal_value=0 0.000169932 -9.06561e-05 0.00168625 -0.000635609 -0.000204299 -0.000621759 0.000207303 -0.000905995 -0.00291892 -0.00295037
internal_weight=0 0.0151312 0.0137592 0.00322936 0.0105298 0.00942067 0.00825546 0.00608795 0.00464999 0.00285072 0.00216751
internal_count=3910 3757 3404 500 2904 2782 2492 2209 2123 1175 283
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=15
num_cat=0
split_feature=14 124 4 52 160 42 151 160 4 43 4 2 3 3
split_gain=0.000189668 0.000165685 0.000228919 0.000138369 0.000183878 0.000176258 0.000184415 0.000173461 0.000182712 0.000214239 0.000222912 0.000213157 0.000147073 0.000142381
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 0.28122000000000008 -0.081069999999999989 -1.0000000180025095e-35 -0.084019999999999984 -1.0000000180025095e-35 0.27608500000000008 -0.074254999999999988 -0.0025899999999999994 0.10113500000000002 0.096385000000000012 -0.075954999999999981
decision_type=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 13 11 -11 -12 -9
right_child=-2 -3 3 -5 5 6 7 8 -10 10 12 -13 -14 -15
leaf_value=-0.00069340832670476975 -0.00070486347373806323 0.00068106325986750261 0.00059406700581992201 -0.00055137140650052686 -0.00050781526199348062 -0.00041797260754345583 -0.00049795668373836034 0.00021344865601791377 0.0007845637020329519 0.00078057485107529869 -0.00068297993434822944 -0.0001960458083445705 1.0474233219280266e-05 0.00099205648164460121
leaf_weight=0.0013305188646108293 0.0010900379968071519 0.0010661039113050328 0.0017992849678899669 0.0010821803970796481 0.0016609039612200992 0.0018557558607131723 0.0010559082920246045 0.0017160485678934245 0.0014764361238104205 0.0014317222603416118 0.0016962004657146866 0.0011944532671823022 0.0018776393480108844 0.0011382736334360453
leaf_count=174 126 49 505 339 869 234 240 248 218 452 171 136 58 91
internal_value=0 2.59694e-05 -1.01884e-05 4.03564e-05 7.82414e-05 1.67902e-05 8.16088e-05 0.000161623 0.000227758 0.000136964 -4.11943e-05 0.000336382 -0.00031865 0.000523949
internal_weight=0 0.0203814 0.0193153 0.0179848 0.0169026 0.0151033 0.0134424 0.0115867 0.0105308 0.00905434 0.00620002 0.00262618 0.00357384 0.00285432
internal_count=3910 3784 3735 3561 3222 2717 1848 1614 1374 1156 817 588 229 339
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=13
num_cat=0
split_feature=52 1 12 1 42 160 484 43 0 3 0 43
split_gain=5.20818e-05 0.000110301 0.000103461 6.29958e-05 0.000113348 0.000102536 0.000232709 0.000180559 9.46486e-05 8.41009e-05 7.47994e-05 5.01006e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.11368000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.042570000000000004 -0.073139999999999983 -0.230625 -0.115685 -0.10131499999999999 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 11 -9 -10 -11 -7
right_child=1 -3 -4 -5 5 7 -8 8 9 10 -12 -13
leaf_value=-0.0023485972659750922 -0.0036644744418421705 0.0039232408708442558 -0.0036077939987139052 0.002170982123338468 -0.0061890262027117756 0.0019420351757986946 0.0014427797601572179 0.0027296665231294824 0.0014303751593648017 -0.00072165334987091614 -0.0048671290116383045 0.0055691045565534484
leaf_weight=0.0012737233077876548 0.001184662422807352 0.0010576604745985525 0.0011179062064736707 0.0019861338087505407 0.0010278481692374396 0.0010448218161686618 0.0013150716396698563 0.0011567553941427308 0.0012045226738082158 0.001543488245042027 0.0010602429300668056 0.0011609476164176928
leaf_count=425 866 212 133 305 512 127 337 67 74 109 541 202
internal_value=0 0.000183293 -0.000103294 0.000205563 -0.000159313 0.000277155 -0.00190532 0.00099024 -0.00028071 -0.00119511 -0.0024097 0.00385105
internal_weight=0 0.0148601 0.0138024 0.0126845 0.0106984 0.0095137 0.00234292 0.00717078 0.00496501 0.00380825 0.00260373 0.00220577
internal_count=3910 3485 3273 3140 2835 1969 849 1120 791 724 650 329
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=16
num_cat=0
split_feature=14 38 124 484 3 3 42 15 3 47 15 1 16 3 47
split_gain=0.000224666 0.000148805 0.000231604 0.000138422 0.000146982 0.000240074 0.000185233 0.000288109 0.000183034 0.000221335 0.000190696 0.000200852 0.000269173 0.0001956 0.000174474
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.100615 -0.078669999999999976 0.092145000000000019 -1.0000000180025095e-35 -0.074234999999999982 0.09252500000000001 1.0000000180025095e-35 0.094890000000000016 -0.033174999999999989 0.12046500000000002 0.13302500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 -7 10 11 12 -10 -13 -11
right_child=-2 -3 3 4 5 8 -8 -9 9 14 -12 13 -14 -15 -16
leaf_value=0.00070420334972556451 -0.00083466818385092938 -0.0006468725009916794 -0.00058403707911165639 0.0011267197146189723 -0.00073245223611901396 0.00077475956237430801 -0.00033654970056341561 6.7102462722270299e-05 -0.00060310155268728741 -0.0011014741821600579 -0.000454184460062772 0.001202127097641593 0.00045268916772619821 0.00011682968389781865 -3.6002696309422419e-05
leaf_weight=0.0017049491233897636 0.0010345455166574915 0.0010080649521340681 0.0012195361443867242 0.0015009692415316189 0.0015104366808206546 0.0010070841690929507 0.0010532114791357294 0.001917920198050478 0.0014227068146756483 0.0010068791465281061 0.0015132537608016638 0.0011694272399905784 0.0017884770139109914 0.0010203820378230505 0.0010104071324217312
leaf_count=270 126 87 568 138 1302 241 56 207 128 90 241 142 155 115 44
internal_value=0 3.12031e-05 6.74738e-05 4.13958e-06 4.9193e-05 -5.95858e-05 0.000327678 0.000532298 4.26741e-05 -3.98729e-05 0.000114156 0.000273394 -1.50762e-05 0.000696413 -0.000567807
internal_weight=0 0.0198537 0.0188456 0.0171407 0.0159212 0.0114491 0.0044721 0.00341889 0.00993862 0.00893153 0.00691425 0.00540099 0.00321118 0.00218981 0.00201729
internal_count=3910 3784 3697 3427 2859 2458 401 345 1156 915 781 540 283 257 134
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=16
num_cat=0
split_feature=14 38 124 484 48 0 4 52 43 13 3 0 3 13 52
split_gain=0.000202492 0.000143105 0.000197336 0.000164673 0.000165417 0.00014969 0.000178758 0.000148927 0.000206254 0.000257287 0.00011114 0.00020383 0.000182739 0.000174658 8.54412e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.12649500000000002 -0.18087499999999998 0.015635000000000003 0.11401500000000002 0.16180500000000003 -0.10241499999999999 -0.100615 -0.053834999999999994 -0.075954999999999981 0.16421000000000002 -0.048794999999999991
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 -7 13 12 -12 -11 -14
right_child=-2 -3 3 4 -6 7 -8 -9 -10 10 11 -13 14 -15 -16
leaf_value=0.00063703667580953659 -0.00074908183813550498 -0.00060241728014502681 -0.00060983722896588196 3.8855371443497945e-06 -0.00059097915609617575 0.00073215122843916364 0.00089110009873301496 -0.00052128183190567668 -0.00065536053497089529 0.00066700013273073141 -0.00045555451562306307 -0.00078846886610683758 0.00073399166680075429 -0.00022892775722053828 5.3135625299752819e-05
leaf_weight=0.0016534354051753004 0.0010729506798358704 0.0010344191746640133 0.0012182992770265908 0.0013123158649435114 0.0011166128245016721 0.0019573674526827704 0.0014481259323417817 0.0013678512286235374 0.0010155729212727007 0.0016166490296770659 0.0013032050125813418 0.0011197127448983042 0.0010271216076664647 0.0011142809678516274 0.0012252991548115395
leaf_count=269 126 91 568 55 94 153 88 437 190 207 1146 191 76 84 135
internal_value=0 2.7802e-05 6.30483e-05 6.69934e-06 5.47741e-05 0.000104476 0.000469318 1.87424e-05 8.99109e-05 0.000170742 2.23704e-05 -0.000140639 6.33714e-05 0.000301441 0.000363611
internal_weight=0 0.0195303 0.0184958 0.0168424 0.0156241 0.0145075 0.00276044 0.0117471 0.0103792 0.00936364 0.00740627 0.00467534 0.00355563 0.00273093 0.00225242
internal_count=3910 3784 3693 3424 2856 2762 143 2619 2182 1992 1839 1548 1357 291 211
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=13
num_cat=0
split_feature=52 376 52 51 457 43 150 49 1 1 4 0
split_gain=4.32289e-05 9.96236e-05 6.15615e-05 0.00011104 7.92886e-05 0.000107102 8.35354e-05 0.000123656 6.64935e-05 0.000110207 0.000104635 0.000195441
threshold=-0.27466499999999994 0.087355000000000016 -0.096614999999999993 -0.07742499999999998 -0.0034949999999999994 0.083940000000000015 0.08486500000000001 -0.047309999999999998 0.10752500000000002 0.11899000000000001 -0.0010999999999999996 -0.082604999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 -8 10 -10 11 -6
right_child=1 -3 3 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0022666881408070199 0.002604026129032017 0.0040374818476504801 -0.0041792016538354255 -0.0034079938681856308 0.0050684939926333855 -0.0028347394361628222 0.0057382676751501528 -0.00023976845421487674 0.0045219510097993893 -0.00080302308042456418 -0.0034019534508900593 -0.0020859797596162557
leaf_weight=0.0012809377508922496 0.0012402277588194508 0.0010119131890357668 0.0011346145711779469 0.0010111403994727307 0.0010264231387647998 0.0014906771276963172 0.0012172821767092029 0.0010463530968033985 0.0012257260755977636 0.0013048766011421443 0.0016034838901120806 0.0015715956439488871
leaf_count=425 307 91 314 187 623 334 164 58 98 182 344 783
internal_value=0 0.000174674 -0.000107096 -0.000373274 2.30653e-06 0.000331141 0.000855756 0.00297495 0.000143187 0.00177619 -0.000840384 0.000740604
internal_weight=0 0.0148843 0.0138724 0.0126322 0.0114976 0.0104864 0.00899574 0.00226364 0.00673211 0.0025306 0.0042015 0.00259802
internal_count=3910 3485 3394 3087 2773 2586 2252 222 2030 280 1750 1406
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=17
num_cat=0
split_feature=14 124 4 0 43 13 0 157 160 15 16 1 2 16 1 151
split_gain=0.000358248 0.000135616 0.000265009 0.000211333 0.000209482 0.000208565 0.000236311 0.000193794 0.000383699 0.000173522 0.0001519 0.000181901 0.000120445 0.000287023 0.000251596 0.000254789
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.083940000000000015 -0.10241499999999999 -0.053834999999999994 -0.077044999999999988 -1.0000000180025095e-35 -0.10981499999999998 0.15737500000000001 0.077800000000000022 0.087995000000000004 -0.14687999999999998 0.11215000000000001 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 -7 -9 -4 11 -10 13 -13 15 -14
right_child=-2 -3 3 4 -6 6 -8 8 10 -11 -12 12 14 -15 -16 -17
leaf_value=-0.00069361923000152263 -0.00096514452881983289 0.00059103976565165017 -5.3711305802267949e-05 0.00093222357618804447 1.0664417363925726e-05 0.00055917032441774506 -0.00079370807450419487 -0.0008531199213165588 -0.00061748955003164928 0.00076235837782208697 0.0006362484157619668 0.0004866623337948995 4.8667316175278857e-05 -0.00068870510494394195 -0.00039937837412495078 0.0011671841605058928
leaf_weight=0.0014731495879437796 0.0010928314795956009 0.0012134943425807778 0.0014205835613954991 0.0014775903332483109 0.0013994044440543973 0.0014036088921662365 0.0013355748872861837 0.0017163211491917343 0.0013625918953861851 0.0016306861568824759 0.0010612132378598968 0.0010197156752320725 0.0012229873107688916 0.0014898788625866966 0.0010892468828940932 0.0011527197241775755
leaf_count=174 126 49 134 193 36 323 194 678 959 170 189 49 76 438 64 58
internal_value=0 3.67575e-05 3.55041e-06 5.82319e-05 0.000483966 -1.87769e-05 -0.000114014 -3.52013e-05 -0.000117682 0.00038242 3.26151e-05 -5.46919e-05 7.36632e-05 -0.000211122 0.000279927 0.000591384
internal_weight=0 0.0214688 0.0202553 0.0187821 0.00287699 0.0159051 0.0128539 0.0115183 0.0101147 0.00305127 0.00839835 0.00733714 0.00597455 0.00250959 0.00346495 0.00237571
internal_count=3910 3784 3735 3561 229 3332 3028 2834 2511 304 1833 1644 685 487 198 134
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=14
num_cat=0
split_feature=158 42 43 43 13 133 16 48 51 4 16 16 13
split_gain=4.39283e-05 8.25163e-05 9.48212e-05 0.000183412 0.000209217 9.31797e-05 0.000123859 0.00013035 0.000127052 0.000105076 0.000107714 0.000114004 2.82189e-05
threshold=0.085745000000000002 -0.10770999999999999 -0.074254999999999988 -0.080894999999999981 -0.037444999999999992 -0.0056849999999999991 0.15737500000000001 0.086285000000000014 0.090935000000000016 0.41666000000000009 -0.0090499999999999973 -0.25582999999999995 0.16421000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 9 -9 10 11 -7 -6
right_child=-2 2 5 -5 12 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0028825681464365082 -0.0022429858201680978 -0.0026657703194789962 -0.0034550616107965888 0.0058700823527276687 0.0041395970322877966 0.0039161372631660992 -0.0035020430376160776 -0.0034982390766724273 0.0015504404059046206 -0.0010003604355619975 0.0056766696323909882 -0.00072547566208582361 0.0015113579581914163
leaf_weight=0.0010400449059081987 0.0010220305191858013 0.001490498295365154 0.0010106182145539619 0.0010035272126643754 0.0010033672381826453 0.001218082271578636 0.001029973322089435 0.001508970251675873 0.0010361224661553804 0.0013514694123659245 0.0010241868294614659 0.0014036281252365183 0.0010105333362564559
leaf_count=212 410 556 778 265 298 96 241 124 97 107 197 424 105
internal_value=0 0.000135028 0.000357755 0.00168554 0.000487241 -0.000266842 0.000109023 0.000602138 -0.00144289 0.00164364 0.00262373 0.00143108 0.0028208
internal_weight=0 0.015131 0.014091 0.00450793 0.0035044 0.00958305 0.00857243 0.00754246 0.00254509 0.00499737 0.0036459 0.00262171 0.0020139
internal_count=3910 3500 3288 1224 959 2064 1286 1045 221 824 717 520 403
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=17
num_cat=0
split_feature=124 133 50 47 158 156 42 15 151 150 1 42 133 49 52 1
split_gain=0.000176864 0.000216322 0.000166923 0.000188201 0.000185022 0.000195412 0.000145119 0.00022362 0.000168961 0.000183079 0.000151627 0.00018223 0.000124838 0.000125512 0.000107955 5.3339e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.085745000000000002 0.091280000000000014 0.098285000000000011 0.084050000000000014 -0.084764999999999993 0.11656000000000001 0.10752500000000002 -1.0000000180025095e-35 0.065880000000000008 -0.052649999999999995 -0.0045699999999999985 0.087545000000000026
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 -10 13 -13 -15 -16
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17
leaf_value=-0.00028461542209466597 0.00068000095681771614 -0.0007981756301181401 -0.00066060697754260773 -0.00066595416583228417 -0.00062001076384427803 -0.00058243094463751935 0.0007883069127680286 -0.00052181810173290363 -0.00038792501529076942 -0.00027557922741507925 0.0008202476723398964 -0.00026218947040451451 0.00089292295460493935 0.00083543821599848232 -3.928065942884614e-05 0.00046182349998883228
leaf_weight=0.0017574233602319122 0.0010149837226164074 0.0010669468254462374 0.0010750690803252366 0.0010564676561632949 0.0010385308531021603 0.0010610170666185284 0.0010479643331409169 0.0013804579612866083 0.0010515885807884885 0.0014375885096835498 0.0018191802874698015 0.0010387332692735072 0.0011321010885293192 0.0011786769202516987 0.0012551582166568298 0.0012210557384084997
leaf_count=264 49 586 330 112 329 289 174 691 244 75 214 58 221 115 92 67
internal_value=0 -5.07561e-05 -7.76889e-06 3.23918e-05 7.7325e-05 0.00012441 0.000176782 0.000128496 0.000203989 0.000288721 0.000382004 0.00026608 0.000384133 0.000261413 0.000410223 0.000207821
internal_weight=0 0.019618 0.018551 0.0174759 0.0164195 0.0153809 0.0143199 0.013272 0.0118915 0.0101341 0.00869649 0.00687731 0.00582573 0.00469362 0.00365489 0.00247621
internal_count=3910 3861 3275 2945 2833 2504 2215 2041 1350 1086 1011 797 553 332 274 159
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=12
num_cat=0
split_feature=484 150 1 42 3 15 47 49 2 3 0
split_gain=4.23085e-05 6.23066e-05 7.10251e-05 8.59696e-05 7.66781e-05 0.000175225 0.000129895 0.000102513 0.000113679 0.000107566 7.50129e-05
threshold=-0.0043499999999999988 0.12187000000000002 0.12730000000000002 0.093230000000000021 -0.100615 -0.03231499999999999 0.081320000000000017 -0.084114999999999981 0.10393500000000001 0.090325000000000003 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 10 -9
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.002396303612784543 0.0064521668022063479 -0.0029081538150517623 0.0026793205369817809 -0.0027494773330457925 -0.0031158789234038606 -7.449366340238803e-05 -0.0035560514794045349 -0.0010976347964190504 -0.0015668776175839028 0.0057189083863353049 0.0035482795190633978
leaf_weight=0.001129874356180091 0.0010220220201088148 0.0010023747116072465 0.001893740549042267 0.001580536820443095 0.001002973557847048 0.0019361737101243615 0.0015324075223861755 0.0012530630353595733 0.0015123534231748399 0.0011959417179081278 0.0010294200235734458
leaf_count=612 126 90 304 544 147 264 258 647 260 84 574
internal_value=0 0.000162814 0.000383341 2.29577e-05 0.000440908 0.00218039 -0.000242805 0.000604284 0.00135191 0.00262094 0.000997714
internal_weight=0 0.014961 0.0139586 0.0120649 0.0104844 0.0029582 0.00752616 0.00599375 0.00499078 0.00347842 0.00228248
internal_count=3910 3298 3208 2904 2360 390 1970 1712 1565 1305 1221
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=13
num_cat=0
split_feature=2 43 13 52 151 133 4 13 13 1 52 1
split_gain=4.66049e-05 0.000118876 0.000107352 8.23888e-05 0.000119819 0.000121428 0.00014646 0.000177529 8.30757e-05 6.07962e-05 5.59156e-05 5.04063e-05
threshold=0.10910500000000002 -0.044024999999999988 -0.15078499999999997 0.084890000000000007 -0.084764999999999993 -1.0000000180025095e-35 0.05309500000000001 0.11596500000000001 -0.070604999999999987 0.11395500000000001 -0.07125999999999999 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 8 -8 -7 -4 -10 -5
right_child=1 2 9 11 5 6 7 -9 10 -11 -12 -13
leaf_value=-0.003932924107124848 0.0050521678002770371 0.0034649241155923225 0.00016720514149133565 -0.0044100638312659203 -0.0033067958504307553 0.002395495199298197 0.0066317137724611445 -0.0001742116126177921 -0.0038198827844901084 -0.0040944281459641451 0.00037598914458300705 -0.00050867730875333336
leaf_weight=0.0011588156937079163 0.0010818818140787357 0.0011025886028107577 0.0014820670933211356 0.0013669842737977734 0.0011554599235511697 0.0012977915534225608 0.0016508375273380583 0.0012209967467091687 0.0012541191394005811 0.001045501482493244 0.0010847111271436241 0.0010901091545785918
leaf_count=316 313 155 209 777 497 433 253 27 293 102 282 253
internal_value=0 0.00111487 -5.85472e-05 -0.000487608 0.000122736 0.000735969 0.00145369 0.00373809 -0.000350296 -0.00159557 -0.00187391 -0.00267918
internal_weight=0 0.00471204 0.00363016 0.0112798 0.00882273 0.00766392 0.00650846 0.00287183 0.00363662 0.00252757 0.00233883 0.00245709
internal_count=3910 779 466 3131 2101 1785 1288 280 1008 311 575 1030
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=12
num_cat=0
split_feature=11 2 150 150 0 13 13 16 0 3 0
split_gain=4.58077e-05 6.8134e-05 0.000144612 0.000105887 8.32802e-05 0.000102102 7.86611e-05 0.000128211 0.000100936 0.000154209 7.75644e-05
threshold=0.087830000000000005 0.097940000000000013 0.083205000000000015 0.090480000000000019 -0.11756999999999999 -0.23438999999999996 0.23436000000000004 0.070590000000000014 -0.089879999999999974 0.086245000000000016 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -6 7 8 9 -1 -7
right_child=-2 2 -4 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.0032096168111708494 -0.0024434530185262729 -0.0016780680102499047 0.0047915289702041113 -0.0036248285660718587 0.0044861201389690651 -0.00195936081098975 0.0030076622131349822 -0.0036011218456223825 0.0026692750047182363 0.0024243395916445326 0.0023234705671056799
leaf_weight=0.0016665813594803958 0.0010069801398855374 0.0019919448349934553 0.0011773285738248679 0.0013127558127551675 0.0010141088842280412 0.0012719110824212882 0.0010419196607358502 0.0014129640122944147 0.0017619328483840266 0.0011324807577246521 0.0010897376697782957
leaf_count=539 157 208 185 187 60 548 97 314 1442 87 86
internal_value=0 0.00015291 0.00105238 -0.000553934 0.000232248 0.00135947 2.06675e-05 -0.000500295 0.000460319 -0.000930158 1.68699e-05
internal_weight=0 0.0148737 0.00654503 0.00832863 0.0053677 0.00337576 0.00701588 0.00597396 0.00456099 0.00279906 0.00236165
internal_count=3910 3753 1087 2666 902 694 2479 2382 2068 626 634
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=12
num_cat=0
split_feature=1 0 133 159 42 52 151 52 15 2 43
split_gain=4.64517e-05 0.000133035 6.62827e-05 5.90903e-05 7.47336e-05 8.32409e-05 8.21683e-05 8.89905e-05 9.09229e-05 4.94845e-05 3.39207e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.073745000000000019 0.088115000000000013 1.0000000180025095e-35 -0.044604999999999992 -0.080899999999999986 -0.10192499999999999 0.11260500000000001 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 -2 -8 -9 -7 -3
right_child=3 2 -4 -5 -6 9 7 8 -10 -11 -12
leaf_value=-0.0038991074121093473 -0.0032794526540442736 0.0026386593954297343 -0.0015984319293185965 0.0024711549082442868 0.0018908748076355891 0.0029048080139245092 -0.0027840937704557457 -0.0012212457385706176 0.0023896000716204873 -0.00028328780945972626 3.6491340516184343e-06
leaf_weight=0.0011915332333956121 0.0013682547968499196 0.0010560860736302732 0.0014401434630811217 0.0012867110046148799 0.0019945108273871819 0.001111603201832654 0.0011689568146016913 0.001504689047666177 0.0015485867508657947 0.0010232678858663746 0.0010828030742621735
leaf_count=1009 187 176 547 380 523 143 195 119 298 57 276
internal_value=0 -0.000871445 0.000136526 0.000364459 8.55753e-05 -0.000380512 -0.00105155 -0.000329583 0.000610134 0.00137672 0.0013047
internal_weight=0 0.00477057 0.00357903 0.0110066 0.00971987 0.00772536 0.00559049 0.00422223 0.00305328 0.00213487 0.00213889
internal_count=3910 2008 999 1902 1522 999 799 612 417 200 452
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=17
num_cat=0
split_feature=14 38 124 124 133 42 48 50 3 1 47 1 150 4 0 16
split_gain=0.000207269 0.000160671 0.000258162 0.00016652 0.000247926 0.000174702 0.000217252 0.000326161 0.000184855 0.000203593 0.000260822 0.000229879 0.000131326 0.000160812 0.000151019 0.000106423
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.10385500000000002 0.093845000000000026 -1.0000000180025095e-35 0.12649500000000002 0.082310000000000008 -0.15327499999999997 0.12381000000000002 0.09252500000000001 0.094695000000000015 0.086420000000000011 -1.0000000180025095e-35 -0.032484999999999993 -0.095609999999999987
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 -4 7 8 -7 10 11 12 13 14 -10 -13
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=0.00065882082947296672 -0.00069550678491974783 -0.00059796634493960348 -0.0005504523961406293 0.00063561169803592822 -0.00080500785058889104 0.00075172227322980924 -0.00062134849075984756 -0.00072568936820234606 0.00057751990025622414 0.00079474271739279955 -0.00058453148466426435 0.00021225859956393119 -0.00047436843632132431 -0.00036377538896496792 -0.00016005874271247009 0.00088438740248994495
leaf_weight=0.0016855671780779567 0.0010901589071156672 0.0010186367857299974 0.0013090776394792209 0.001004215134995416 0.0010253784063155883 0.0013801855603441321 0.0011042157103143815 0.0010781154441243295 0.0019993481036153218 0.0010596172901253314 0.0014196769315325359 0.0011320326288739579 0.0012553862429431351 0.0012838999440503039 0.0011209209367203394 0.0013205331026046596
leaf_count=269 126 91 750 49 607 148 90 363 470 129 165 78 156 191 75 153
internal_value=0 2.45478e-05 5.76123e-05 -3.19454e-07 -3.90505e-05 1.17415e-05 6.3738e-05 0.000121707 0.000198021 0.000125867 5.15101e-05 0.000162822 -1.54282e-05 0.00011539 0.000312553 0.000574152
internal_weight=0 0.0201968 0.0191782 0.0174926 0.0164884 0.015463 0.0141539 0.0130497 0.0119716 0.0105914 0.0095318 0.00811212 0.00565956 0.00440417 0.00312027 0.00245257
internal_count=3910 3784 3693 3424 3375 2768 2018 1928 1565 1417 1288 1123 892 736 545 231
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=17
num_cat=0
split_feature=124 133 158 50 156 42 16 1 1 4 160 52 15 0 15 43
split_gain=0.00014576 0.000186927 0.000142946 0.000175176 0.000200233 0.000194703 0.000202661 0.000147771 0.000273509 0.000187496 0.000270585 0.000231057 0.000103952 0.000113483 0.000103692 5.82555e-05
threshold=0.10385500000000002 0.10064500000000001 0.085745000000000002 0.10424500000000002 0.091280000000000014 -1.0000000180025095e-35 -0.00083999999999999993 0.11649500000000002 0.11052000000000002 0.0057500000000000008 0.069910000000000014 -0.023079999999999996 1.0000000180025095e-35 -0.06402999999999999 -0.10071499999999999 -0.074254999999999988
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 11 14 -7 13 -8 -11 -15
right_child=-2 -3 -4 -5 -6 6 12 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.00039981257317997943 0.00064027919843066133 -0.00076183340104144881 -0.00061625523415842812 -0.00067909485660208721 -0.00064942316361560576 -0.00084339140015769439 0.0002371915167974193 0.00049524095562523518 -0.0009120814257857526 0.00043934340578423832 0.0011084906153549631 0.00015682356146750657 3.6567042828336083e-05 0.0012419076559046336 -0.00031563373562335732 0.00063984042976177101
leaf_weight=0.0018999067500889396 0.0010320872113431341 0.0010824989312483149 0.0011258915879753415 0.0010165914895167568 0.0011064628788863542 0.0011986846497530571 0.0011094101683219726 0.0019748870771950809 0.0010066054145291825 0.0010563696887229135 0.0010726362924984301 0.0018568015033376449 0.0010011054531856578 0.0010233328178627099 0.0012559317318597829 0.0010043622058147446
leaf_count=687 49 586 357 334 299 179 194 183 67 58 31 483 140 42 132 89
internal_value=0 -4.43077e-05 -2.79174e-06 3.64899e-05 8.04013e-05 0.000132634 0.000207235 6.33492e-05 -5.11847e-05 8.3369e-05 0.000371263 -0.000235566 0.000534837 0.000693843 2.92759e-05 0.00094369
internal_weight=0 0.0197915 0.018709 0.0175831 0.0165665 0.01546 0.0135601 0.00942192 0.00744703 0.00644042 0.00338494 0.00305549 0.00413821 0.00313711 0.0023123 0.0020277
internal_count=3910 3861 3275 2918 2584 2285 1598 1133 950 883 221 662 465 325 190 131
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=12
num_cat=0
split_feature=4 3 0 16 0 4 16 4 0 0 16
split_gain=4.73013e-05 7.2563e-05 7.11133e-05 0.000108831 8.99408e-05 0.000152171 0.000148783 0.000119736 0.000108155 7.73476e-05 0.000150114
threshold=0.27608500000000008 -0.13309499999999996 0.18055000000000002 0.26538000000000006 -0.061994999999999995 -0.23071499999999998 -0.30307999999999996 0.0057500000000000008 -0.14136999999999997 -0.15713499999999997 -0.053084999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 9 -9 -8 -11
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.0044326716314374293 -0.00072744110051317515 0.0027367043114737877 0.0024727436292850766 -0.002908097752270964 -0.00077330311330510307 0.0046344031254720273 -0.003796790357447333 0.0044064105498974057 -3.5586572155626386e-05 0.0030085104399525924 -0.0023165977461293086
leaf_weight=0.0010664077143398547 0.0012608971414762582 0.0016583458835211498 0.0010148141812735831 0.0019118191493967757 0.0013350276308317227 0.0011451319056372151 0.0010619005489801601 0.0010597649756835525 0.0016764557644572157 0.0010015330203161183 0.001677264982708559
leaf_count=168 102 339 37 442 131 170 104 53 258 1158 948
internal_value=0 0.00124045 -0.000293197 -0.000528374 -7.44803e-05 0.00172353 -0.000665645 -4.54134e-05 0.00168484 -0.00131105 -0.000325678
internal_weight=0 0.00291924 0.0129501 0.0119353 0.0100235 0.00248016 0.00754333 0.00647692 0.00273622 0.0037407 0.0026788
internal_count=3910 441 3469 3432 2990 301 2689 2521 311 2210 2106
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=17
num_cat=0
split_feature=124 133 50 47 158 156 1 15 4 2 2 3 160 4 15 13
split_gain=0.00016854 0.000172979 0.000168187 0.000172378 0.000150529 0.000184202 0.000141174 0.000196698 0.000167528 0.000195151 0.000173248 0.000168973 0.000165494 0.000133221 9.18091e-05 5.63998e-05
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.085745000000000002 0.091280000000000014 0.11561500000000001 0.079360000000000014 -0.029114999999999999 0.089910000000000004 0.088055000000000008 0.088060000000000013 0.088485000000000008 0.24280000000000004 -0.089964999999999976 -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 10 14 -1 -11 -13 -8 -10 -12
right_child=-2 -3 -4 -5 -6 -7 13 -9 9 11 15 12 -14 -15 -16 -17
leaf_value=0.0010187208585545056 0.00065941964475060106 -0.00070298871227399769 -0.00065964898691690203 -0.00062108508532055851 -0.0005358634488006733 -0.0005601369063481488 0.00010924490177545109 -0.00044342287329697592 -0.0005688733037633385 0.00074333140217009406 0.00049300742234897671 -0.00040042406598319159 0.00049767913068774546 0.00091413771732295329 5.3742753631834145e-05 -6.4034995076011535e-06
leaf_weight=0.0011154599697710006 0.0010071227226371568 0.0010510305690540579 0.001035828702776998 0.0010536550178776851 0.0010475489288603269 0.0010378931845676865 0.0010578087505778465 0.0016310501383688053 0.0016377220900144038 0.0013507243428972186 0.0011919919597570827 0.0012914332584443855 0.0010352834669902222 0.0012641659143146748 0.0011147804912828275 0.0013512303709441453
leaf_count=85 49 586 330 112 329 289 91 827 226 325 73 73 25 155 257 78
internal_value=0 -4.28473e-05 -4.7595e-06 3.47238e-05 7.75708e-05 0.000120185 0.000170471 9.57803e-05 0.000182954 2.02815e-05 0.000468844 0.000272514 -8.08857e-07 0.000547457 -0.00031671 0.000227667
internal_weight=0 0.0192676 0.0182166 0.0171807 0.0161271 0.0150795 0.0140417 0.0117197 0.0100886 0.00642994 0.00365868 0.00367744 0.00232672 0.00232197 0.0027525 0.00254322
internal_count=3910 3861 3275 2945 2833 2504 2215 1969 1142 906 236 423 98 246 483 151
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=13
num_cat=0
split_feature=41 15 1 16 3 2 47 52 52 1 3 1
split_gain=4.76451e-05 5.6304e-05 7.4222e-05 0.000137562 0.000117243 0.00024874 0.000163002 0.000160543 0.00016205 0.000120775 0.000131906 0.000162317
threshold=0.078150000000000011 0.084050000000000014 0.13662500000000002 -0.52908499999999992 -0.10628499999999998 0.093240000000000003 0.09252500000000001 -0.092854999999999979 -0.081429999999999989 0.087545000000000026 0.12046500000000002 0.093935000000000018
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 -10 11 -11
right_child=-2 -3 -4 4 6 -7 -8 8 9 10 -12 -13
leaf_value=-0.0039529539566482697 -0.0023987351551276663 -0.0019215593084241651 0.0032891696768883247 0.0074265644621109989 -0.0037206117053668452 -0.00065951732697555913 -0.0040192624393242124 0.0057672878484576039 -0.0019732662904952368 4.1354923926127724e-06 -0.0014173629336859768 0.0065390585938406203
leaf_weight=0.0010746432105633681 0.001121877762453107 0.001649590486093395 0.0011948760752521275 0.0010079836852547831 0.0010545175655177737 0.0012072578956572461 0.0012895214108949032 0.0010054232935767342 0.0018454024674627581 0.0010051298484193005 0.0011688322294169939 0.001209003360447233
leaf_count=111 201 1299 186 101 419 160 295 146 661 90 60 181
internal_value=0 0.000170332 0.000434504 0.000147088 0.00055532 0.00301983 -8.1144e-05 0.000615628 0.00134915 0.000499538 0.00184845 0.00357246
internal_weight=0 0.0147122 0.0130626 0.0118677 0.0107931 0.00221524 0.00857783 0.00728831 0.00623379 0.00522837 0.00338297 0.00221413
internal_count=3910 3709 2410 2224 2113 261 1852 1557 1138 992 331 271
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=11
num_cat=0
split_feature=4 0 16 0 4 3 47 49 1 1
split_gain=4.49023e-05 6.36597e-05 7.88715e-05 7.85174e-05 0.000128104 0.000120807 9.56731e-05 0.000124755 6.1388e-05 5.41866e-05
threshold=0.27020000000000005 0.18055000000000002 0.26538000000000006 -0.061994999999999995 -0.23071499999999998 -0.077894999999999978 0.086785000000000015 -0.006494999999999999 0.092550000000000007 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 -2
right_child=9 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0032275788374540042 -0.00048140537585237024 0.0023580713849744037 -0.0026064577169753154 -0.00075044752640756685 0.0043509015082276855 -0.0027729366407337826 -0.002654341843385916 0.0030264914680155682 0.00083135131595787524 0.0024702982792526771
leaf_weight=0.0017766837110320876 0.0013583248502578023 0.0010173019297550221 0.0018995711733401617 0.0013234828376303479 0.0011201229638968463 0.0010705549723550867 0.0012032456050652786 0.0018780860571064881 0.0012771414753720515 0.001759193918411422
leaf_count=1773 146 37 442 131 170 82 139 541 123 326
internal_value=0 -0.000304227 -0.000538739 -0.000131687 0.00158796 -0.000714854 0.000107452 0.000893842 -0.000812212 0.00118422
internal_weight=0 0.0125662 0.0115489 0.00964932 0.00244361 0.00720571 0.00542903 0.00422578 0.0023477 0.00311752
internal_count=3910 3438 3401 2959 301 2658 885 746 205 472
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=16
num_cat=0
split_feature=38 12 124 133 156 51 2 160 12 16 15 12 151 4 15
split_gain=0.000160787 0.000180334 0.000113956 0.000315134 0.00014309 0.000143214 0.000199297 0.000281056 0.000199542 0.000194368 0.000178112 0.000132899 0.000121728 0.000177639 0.000106954
threshold=1.0000000180025095e-35 -0.083349999999999994 0.10143000000000002 0.087485000000000021 0.091280000000000014 0.12190000000000002 0.10325000000000002 0.087825000000000014 0.089995000000000006 -0.45301499999999995 -0.11739999999999999 0.093125000000000013 -0.0074049999999999993 -0.060264999999999992 -0.035939999999999993
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 10 9 -8 -3 12 -12 -14 -13
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 11 14 13 -15 -16
leaf_value=0.0006060863782138728 -0.00065524101567810647 -0.00047819099450333323 0.00052251964614404294 -0.00080934502327112358 -0.00057788310950110562 -0.00045812945807071622 0.00023063113149515509 -0.00074793440238924206 -0.00019339380507553855 0.0011276747048000841 0.00052784706886882537 0.00094793472147299701 0.00024555738832814837 -0.0005021510466201351 0.00017840843868696199
leaf_weight=0.0013784141335769556 0.0010318253469608621 0.0012671416811588215 0.0010147477402566154 0.0014200573866026715 0.0010633638527546918 0.0013613451746729609 0.0013596337852501694 0.0012768161137472695 0.0010142773731863508 0.0013463494481218809 0.0011410301347504776 0.0010151185867928875 0.0019263445116023681 0.0016539057512846844 0.0010082453951490641
leaf_count=280 95 149 41 878 257 149 98 188 179 159 149 94 713 312 169
internal_value=0 2.28547e-05 -2.21373e-05 -5.49308e-05 1.44836e-05 5.83174e-05 0.000112362 -1.87281e-05 0.000439664 0.000676951 9.74835e-05 0.000205638 5.18518e-05 -9.98484e-05 0.000564479
internal_weight=0 0.0192468 0.0178684 0.0168536 0.0154336 0.0143702 0.0130089 0.0092886 0.00372026 0.00270598 0.00801179 0.00674464 0.00472128 0.00358025 0.00202336
internal_count=3910 3815 3535 3494 2616 2359 2210 1774 436 257 1586 1437 1174 1025 263
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=17
num_cat=0
split_feature=124 133 14 50 47 158 1 4 48 2 2 48 4 1 1 4
split_gain=0.000260028 0.000215174 0.000215573 0.000231129 0.000305259 0.000237923 0.00021163 0.000274483 0.000209907 0.000226043 0.000361533 0.000233217 0.000190613 0.000217417 0.000188199 0.000284034
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 0.10625000000000001 0.11896000000000002 0.085745000000000002 0.11235500000000002 0.24280000000000004 -0.064549999999999982 0.11230000000000001 0.097940000000000013 0.016865000000000002 -0.029114999999999999 0.076710000000000014 0.096335000000000018 0.0021050000000000005
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 -1 10 12 -12 13 -10 15 -14
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 14 -15 -16 -17
leaf_value=0.00078325350437460472 0.00084098521436654257 -0.00079212430310999485 -0.00078955053494883954 -0.00073790571826706753 -0.00085749262371638969 -0.00062877545697014839 0.00012229804054180517 0.001186985843629454 -0.00015303247427010845 -0.00059112396693269031 0.00028083695665746312 0.0013467889074993073 -0.00077738570239314713 0.00082537032388454426 -0.0009493719347972952 0.00032376371495902099
leaf_weight=0.0012805851902467072 0.0010963279915742847 0.0011527652029962648 0.0010435134259071934 0.0011359028724428335 0.0010167772121958399 0.0011703738424333329 0.0016337610982427799 0.0014340813202345375 0.00168874848219652 0.0016136898413209319 0.0017926880490835295 0.0010132485532776958 0.0012045973584955188 0.0012440246136861989 0.0011253100840953323 0.0019107166027569449
leaf_count=135 49 586 110 323 87 313 157 203 552 181 215 77 377 290 71 184
internal_value=0 -4.57374e-05 -3.36942e-06 3.92162e-05 8.79091e-05 0.000144084 0.000200826 0.000619993 0.000100936 2.55661e-05 0.000125287 0.000665762 -8.61246e-05 0.000261987 -0.000326875 -0.000102017
internal_weight=0 0.0214608 0.020308 0.0192645 0.0181286 0.0171118 0.0159415 0.00306784 0.0128736 0.011593 0.00997933 0.00280594 0.0071734 0.00293277 0.00424062 0.00311531
internal_count=3910 3861 3275 3165 2842 2755 2442 360 2082 1947 1766 292 1474 842 632 561
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=17
num_cat=0
split_feature=14 38 124 484 160 43 3 3 4 150 0 12 1 2 16 12
split_gain=0.000201346 0.000148861 0.000269968 0.000215482 0.000147518 0.000176618 0.000273032 0.000192545 0.000179113 0.000149245 0.000195924 0.00013207 0.00012588 0.000223361 0.000119688 0.000106957
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.098319999999999991 0.16180500000000003 0.13772500000000001 0.11818000000000002 0.28937500000000005 0.086870000000000017 -0.10575999999999998 0.097510000000000013 0.095575000000000007 0.086875000000000022 -0.097709999999999977 0.085185000000000025
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 10 14 12 13 -12 -6 -15
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=0.00079149039702199021 -0.00079915404532662825 -0.00066030758464629238 -0.00075755821461578519 -0.00052784249122398699 0.00022371815045729948 -0.00061837819117014606 0.00095506939481250323 -0.00067427336828341773 0.00078911514656199394 -0.00045298178353739033 -0.00076402129650789976 -0.00059217425507881376 0.0006197425835265095 -0.00018215705042008004 0.0010774812007451509 0.00062848841186746436
leaf_weight=0.0016149583309694035 0.0010484026944800042 0.00100506715401008 0.0011893263851624923 0.0013399856447967014 0.0011761717337331334 0.0010438105386605121 0.0013605576586405372 0.0010498401275023115 0.0013315354279208646 0.0015800012740698902 0.0010621612872900527 0.0010898643565488558 0.0012633614827040063 0.0010088985806167017 0.0010710444118233768 0.001236875343745801
leaf_count=269 135 91 566 451 76 207 134 41 148 182 639 305 129 77 62 398
internal_value=0 3.21357e-05 6.99214e-05 5.72275e-07 5.83191e-05 0.000113345 0.000171075 8.12101e-05 0.000154514 6.54578e-05 0.000169036 -1.41951e-05 0.000123604 -6.5881e-05 0.00063063 0.000264311
internal_weight=0 0.0194235 0.0184184 0.0168034 0.0156141 0.0142741 0.0132303 0.0118698 0.0108199 0.00948838 0.00790838 0.00566116 0.0045713 0.00330794 0.00224722 0.00224577
internal_count=3910 3775 3684 3415 2849 2398 2191 2057 2016 1868 1686 1548 1243 1114 138 475
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=17
num_cat=0
split_feature=14 133 50 158 48 42 133 12 1 3 2 160 0 12 2 0
split_gain=0.000173652 0.000163458 0.000188745 0.000176051 0.000204443 0.000174116 0.000193579 0.000277034 0.000293924 0.000207 0.000274988 0.000244293 0.000167429 0.000142934 7.65004e-05 5.70398e-05
threshold=0.073890000000000011 0.10599500000000002 0.10625000000000001 0.085745000000000002 0.11930500000000001 -0.10770999999999999 0.085625000000000021 -0.0089849999999999982 0.11198000000000001 -0.115685 0.10796500000000002 0.086110000000000006 -0.11524 0.090385000000000007 0.090905000000000014 0.039665000000000006
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 15 11 12 -11 -14 -10 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 14 10 -12 -13 13 -15 -16 -17
leaf_value=-0.00040220559582344694 -0.00068546132500689428 -0.00062361426286937046 -0.00063068333408335434 -0.00057199298804713142 -0.00053770612407364003 -0.00043455417741279022 0.00086763334447506157 0.00031847306715839294 0.00053657514055026356 0.00082544347439702202 -0.00080647434373724467 -0.00056492299369829155 -0.00029478633552298484 0.00049738629255596171 0.0011742902549589571 0.00086783775099672574
leaf_weight=0.0012853846277838558 0.0010769299572286053 0.0010896835539681042 0.0010940882054115376 0.001064529631675983 0.0011857898378398587 0.0017838857817001662 0.0013537398560459794 0.00108797895672907 0.0011188201452760902 0.0013844246373881921 0.0010550091793043725 0.0010946966581621975 0.0013548168865450934 0.0013009624165144654 0.0010745149763065343 0.0011151487482221611
leaf_count=154 135 540 330 332 95 239 419 77 70 81 124 93 684 313 123 101
internal_value=0 1.87148e-05 5.68505e-05 0.000100433 0.000144633 0.00019854 0.000254805 0.00018774 0.000292602 0.000147201 -1.27293e-05 0.000150352 0.000344157 9.32681e-05 0.000848992 0.000596543
internal_weight=0 0.0194435 0.0183538 0.0172597 0.0161952 0.0150094 0.013724 0.0123703 0.0105864 0.00839304 0.00618991 0.0051349 0.0040402 0.00265578 0.00219334 0.00220313
internal_count=3910 3775 3235 2905 2573 2478 2324 1905 1666 1473 1295 1171 1078 997 193 178
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=17
num_cat=0
split_feature=124 133 50 48 4 158 14 0 47 1 42 42 13 0 13 151
split_gain=0.000237451 0.000208116 0.000256354 0.000300674 0.000241843 0.000270347 0.000174387 0.000168672 0.000251088 0.00031129 0.000201076 0.000178593 0.000391674 0.000219851 0.00015853 0.000113346
threshold=0.10385500000000002 0.10064500000000001 0.11812000000000002 0.12675000000000003 0.49433000000000005 0.085745000000000002 0.077685000000000018 -0.10575999999999998 0.078345000000000012 0.093245000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084184999999999996 -0.053834999999999994 -0.0097449999999999985 -0.0074049999999999993
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 9 15 -9 14 -13 -14 -12 -1
right_child=-2 -3 -4 -5 -6 -7 -8 10 -10 -11 11 12 13 -15 -16 -17
leaf_value=0.00057631273661668035 0.00074467951482452539 -0.00075156495111612794 -0.00084802857363711483 -0.00085553441868542858 0.00084140896343754088 -0.00081736090923293346 -0.00059759978098344521 -0.00060861195356352112 -0.00018923300737388993 0.0010841663150527507 0.00088541700308598557 -0.0010071420727981771 0.00051631385099851137 -0.00043205237653593269 9.442263024623706e-05 -0.00012563069872945594
leaf_weight=0.0011985111945941873 0.0011513706396848135 0.0011684048872083871 0.0010130414282999009 0.001050396506424355 0.0011499136150932661 0.0010248419520277495 0.0010173200615786184 0.0014264780462202803 0.0018555292517041279 0.0019006451136795444 0.001209249498340708 0.0011100389627710545 0.0019786159420221508 0.0011128525598274085 0.0018955901400408304 0.001520844188840618
leaf_count=50 49 586 180 76 213 296 83 658 93 173 95 555 357 99 238 109
internal_value=0 -5.08723e-05 -1.08656e-05 3.27357e-05 8.3443e-05 3.29172e-05 8.66223e-05 0.000132391 0.000341152 0.00055417 -2.24081e-05 9.20413e-05 -0.000137377 0.000174925 0.000402493 0.000183739
internal_weight=0 0.0216323 0.0204639 0.0194508 0.0184004 0.0172505 0.0162257 0.0152084 0.00647553 0.00462 0.00873283 0.00730635 0.00420151 0.00309147 0.00310484 0.00271936
internal_count=3910 3861 3275 3095 3019 2806 2510 2427 425 332 2002 1344 1011 456 333 159
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=15
num_cat=0
split_feature=14 147 52 160 48 48 133 13 2 150 16 42 16 2
split_gain=0.000168154 0.000107194 0.000187508 0.000228295 9.23194e-05 0.000181297 0.000148682 0.000131359 0.000286275 0.000132638 0.000107962 0.000217237 0.000141338 0.000102182
threshold=0.073890000000000011 0.089245000000000005 0.28122000000000008 -0.088224999999999984 0.12675000000000003 0.099240000000000009 -0.0056849999999999991 -0.090744999999999978 0.10393500000000001 0.087235000000000021 0.41476000000000007 0.085545000000000024 -0.083564999999999987 0.084235000000000018
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 -8 10 11 12 -9 -14
right_child=-2 -3 -4 4 -6 -7 7 9 -10 -11 -12 -13 13 -15
leaf_value=0.00078086668071128862 -0.00063823396423603324 0.00052376582525961426 -0.00062449429627047437 -0.00053659946483398339 -0.00047017185940716942 0.00050875964097656535 0.00079404475443025974 0.0005061438583937644 -0.00027724570771758627 -0.00055131247335443311 0.00043870917371331952 -0.00061075123201294595 0.00025421674363701094 -0.00033858591525016437
leaf_weight=0.0010192037682655161 0.0010297555840587938 0.0010699911989376356 0.0011640487396100191 0.0013862533439299224 0.0010307565984458708 0.0017800346724036334 0.0015090569081797614 0.0014665700932376792 0.0011276823115954921 0.0012840603785353108 0.001254582512858711 0.0015007435699923776 0.0012620962055808448 0.0018626562193980959
leaf_count=362 135 152 346 819 101 177 108 157 105 171 197 518 194 368
internal_value=0 2.94076e-05 -5.65625e-07 4.34951e-05 -5.10217e-06 2.81099e-05 -3.95046e-05 2.16538e-05 0.000335875 -7.43427e-05 9.02291e-06 -7.94654e-05 9.41934e-05 -9.91513e-05
internal_weight=0 0.0187177 0.0176477 0.0164837 0.0154645 0.0144337 0.0126537 0.0112674 0.00263674 0.00863071 0.00734665 0.00609207 0.00459132 0.00312475
internal_count=3910 3775 3623 3277 2915 2814 2637 1818 213 1605 1434 1237 719 562
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=20
num_cat=0
split_feature=1213 1374 14 150 484 133 15 123 1 52 13 4 15 2 4 0 13 3 2
split_gain=0.00040771 0.000390083 0.000339429 0.000326329 0.000355624 0.000364244 0.000329823 0.000320271 0.000248369 0.000374923 0.000408443 0.000367766 0.000201841 0.00025957 0.000183063 0.000177101 0.000127236 6.91494e-05 3.60766e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.077685000000000018 0.085075000000000026 -0.0043499999999999988 0.10681500000000001 -0.03231499999999999 0.084995000000000015 0.12864500000000004 0.11588000000000002 -0.26418499999999995 -0.0010999999999999996 -0.14487999999999998 0.08221500000000001 0.0057500000000000008 -0.12329499999999999 -0.0019849999999999994 0.097615000000000021 0.10066500000000002
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 7 14 8 9 10 -6 15 -13 -14 -5 -12 -17 -10 -18
right_child=1 2 -4 6 5 -7 -8 -9 17 -11 11 12 13 -15 -16 16 18 -19 -20
leaf_value=-0.00102986759169942 -0.00097010518676185487 -0.00082819126908020282 -0.00082246577705240894 0.00041975319325197245 0.001255902373696419 -0.00090160147221480743 -8.2697639215369598e-05 -0.0006290644203184629 0.0010739461296774217 -0.00060253931325942364 0.0010272942156170652 0.00025762702176385907 -5.7241098501270172e-05 -0.0010973328224420775 0.0013797014377335923 0.00058624748737430761 -0.00025133332206654614 0.00048635231231404139 0.0002042039485005917
leaf_weight=0.0011080096358409694 0.0010893237269375957 0.0013104540480366042 0.0011679501318672117 0.0010126989293600952 0.001061411706501752 0.0010086490578228779 0.0013761506604939846 0.0013881240688696983 0.0010000418906187117 0.0017441303116232454 0.0011966786436339825 0.0016796311234677282 0.0016931152465441551 0.0011909222838484279 0.0013511347797573736 0.0019846591719416152 0.0010054734935398858 0.0014012678668432199 0.0010209056878146966
leaf_count=592 68 533 110 101 32 371 134 152 66 296 63 92 100 170 124 519 170 97 120
internal_value=0 2.85768e-05 7.46866e-05 0.000121412 2.92885e-05 9.39611e-05 0.000581671 0.000155317 0.00022801 0.000131963 0.000250222 0.00014098 -0.000212775 -0.000486732 0.000968446 0.000450986 0.000279046 0.00073106 -2.18301e-05
internal_weight=0 0.0246827 0.0235934 0.0224254 0.0186855 0.017375 0.00373998 0.0163664 0.0149782 0.0125769 0.0108328 0.00977139 0.00456367 0.00288404 0.00236383 0.00520772 0.00401104 0.00240131 0.00202638
internal_count=3910 3318 3250 3140 2781 2248 359 1877 1725 1562 1266 1234 362 270 225 872 809 163 290
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=14
num_cat=0
split_feature=484 52 1375 2 2 15 3 12 15 4 12 16 2
split_gain=5.01757e-05 6.94753e-05 6.96842e-05 8.53951e-05 0.000139193 0.000147724 0.000131926 0.000122632 0.000162433 0.000178767 0.000209998 6.12736e-05 2.92575e-05
threshold=-0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 0.096540000000000015 0.10113500000000002 -0.021529999999999997 0.11818000000000002 -0.023959999999999995 -0.11739999999999999 0.074650000000000008 0.085325000000000012 0.025915000000000004 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -4 -9 10 12 -7 -10
right_child=1 -3 3 4 5 11 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0025051894526989674 -0.0023211273751897071 -0.0028577469883572307 -0.003938904179023402 0.0057238052309306359 0.0056832894970208995 -0.0036120070091204583 -0.00012297636220564437 -0.0040226025063593643 0.0034397489171265347 0.0053405829353035499 -0.003977026131526294 0.00041434889019192965 0.00066522783363342044
leaf_weight=0.0011320381443657044 0.0012859333484097632 0.0010586198406493949 0.0011278959659316379 0.0010889928640192836 0.0012766409888477501 0.0010104338034645846 0.0010897030051316235 0.0010012104160029072 0.0012841725089291984 0.001275386784290844 0.0012831207469268836 0.0012962798960771682 0.0010281198493342913
leaf_count=612 134 353 215 137 409 132 132 131 143 69 1066 163 214
internal_value=0 0.000170215 0.000398396 0.000672423 0.00177751 0.000857882 0.0030095 -0.000237243 0.000473773 0.00139802 -5.11708e-07 -0.00134936 0.00220611
internal_weight=0 0.0151065 0.0140479 0.012762 0.00576205 0.00467306 0.00236634 0.00699991 0.00587201 0.0048708 0.00359541 0.00230671 0.00231229
internal_count=3910 3298 2945 2811 973 836 541 1838 1623 1492 1423 295 357
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=17
num_cat=0
split_feature=1456 1374 150 3 133 41 0 157 40 16 15 0 43 47 15 16
split_gain=0.000322008 0.000219308 0.000223179 0.000298107 0.000255092 0.00027642 0.00026902 0.000262312 0.000198985 0.000240304 0.000392945 0.000347362 0.000307105 0.000239984 0.000162301 0.000123193
threshold=-1.0000000180025095e-35 -0.088294999999999985 0.08486500000000001 0.092005000000000017 0.10599500000000002 0.079885000000000025 -0.017269999999999997 -0.077534999999999979 -0.067204999999999987 -0.30307999999999996 -0.13578499999999996 -0.10575999999999998 -0.084059999999999982 0.092255000000000018 -0.087044999999999997 0.20277000000000003
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 -3 -9 -10 -11 -12 -13 -14 -4 -8
right_child=1 2 3 -5 -6 -7 15 8 9 10 11 12 13 -15 -16 -17
leaf_value=-0.00093673681753110615 -0.00069455343146915499 0.00065750361260228003 0.00053328325582964204 0.0012064296838680754 -0.00081279482437002985 -0.00079386679186926618 0.00020149745604598594 -0.00073476656271975586 -0.00057686468611061912 -0.00074071948541378136 0.00094306200205666164 -0.00070074776280122447 -0.00012662221515736632 0.00083591933888829196 -0.00029650507450776608 0.00081407115024071622
leaf_weight=0.0010201995886969543 0.0011258394688563591 0.0013574410936913065 0.0014008857695873428 0.0010214650140308867 0.0010564914707531263 0.0010513620708351148 0.0019792903937959029 0.0013090081954842256 0.0018198575452870996 0.0012576538037547564 0.001639234972316132 0.0011525208120619183 0.0015648491949604836 0.0013523728969450227 0.0012484927124005096 0.0017170856710702065
leaf_count=369 71 219 96 90 512 134 163 152 178 157 103 244 977 94 195 156
internal_value=0 2.49609e-05 6.36678e-05 0.000438376 -1.6038e-05 3.59208e-05 9.3508e-05 -3.31853e-05 -0.000126055 -3.53698e-05 0.000106082 0.000292627 3.06416e-05 0.000319595 0.000142254 0.000486058
internal_weight=0 0.0220539 0.020928 0.00367084 0.0172572 0.0162007 0.0151493 0.0114529 0.0100955 0.00878649 0.00696663 0.00570898 0.00406974 0.00291722 0.00264938 0.00369638
internal_count=3910 3541 3470 381 3089 2577 2443 2124 1905 1753 1575 1418 1315 1071 291 319
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=18
num_cat=0
split_feature=124 133 14 50 48 4 158 2 16 3 16 150 0 42 0 43 42
split_gain=0.000245227 0.000217221 0.000184387 0.000201242 0.000386798 0.000224726 0.000180829 0.000173123 0.000141118 0.00016627 0.000146798 0.000140279 0.000205736 0.000184775 0.000197033 0.000138989 8.60093e-05
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 0.10625000000000001 0.12675000000000003 0.28937500000000005 0.084710000000000021 0.11260500000000001 -0.38486499999999996 0.10856000000000002 -0.114825 0.087235000000000021 -0.12329499999999999 -1.0000000180025095e-35 -0.06402999999999999 -0.074254999999999988 0.084100000000000022
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 8 -7 -1 10 -10 12 -12 -14 16 -16 -15
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11 11 -13 13 14 15 -17 -18
leaf_value=-0.00041904482985825463 0.00076591810512732805 -0.0007536348419511428 -0.00066779336402080695 -0.00065820432726201037 -0.00092279645986345757 0.00018309147075172916 -0.0006306635679822031 0.0010653333654787854 0.00051682175983058787 0.00063566590306067799 0.00072953795972038567 -0.0005545484777749821 -0.0006950893775402486 2.8327108013068343e-05 0.0006966121782993076 -8.5165648207209468e-05 -0.00063973498600117956
leaf_weight=0.001290655630762025 0.0010812402524477708 0.0011649797228325083 0.0011254860160925797 0.001119386052134355 0.0010269657092742959 0.0013250907559797351 0.001005220066776496 0.0011755567285488531 0.0017674543218042646 0.0017757500918640931 0.0011255357003618896 0.0011585932440811991 0.0010301975429816736 0.0011333454307206879 0.0016219677158419085 0.0010486929059991862 0.0010304296008647636
leaf_count=97 49 586 110 323 73 151 282 185 105 114 100 172 595 153 99 186 530
internal_value=0 -5.14015e-05 -1.0001e-05 2.97276e-05 7.36923e-05 0.000135757 5.31506e-05 0.000597834 0.000106097 0.000164067 7.96147e-05 -1.52148e-05 7.41776e-05 -5.15986e-05 8.55265e-05 0.00038963 -0.000289816
internal_weight=0 0.0209253 0.0197603 0.0186348 0.0175155 0.0164885 0.0139878 0.00250065 0.0129826 0.011692 0.00991622 0.00814876 0.00699017 0.00586463 0.00483444 0.00267066 0.00216378
internal_count=3910 3861 3275 3165 2842 2769 2433 336 2151 2054 1940 1835 1663 1563 968 285 683
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=16
num_cat=0
split_feature=14 38 124 13 48 0 4 2 2 2 43 3 1 13 4
split_gain=0.000163233 0.000144717 0.000299406 0.000165214 0.00015093 0.00021094 0.000252842 0.000121949 0.000256172 0.000276392 0.000136364 0.000192095 0.000188626 0.000118092 8.95248e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.26418499999999995 0.12649500000000002 -0.18087499999999998 0.0057500000000000008 0.094010000000000024 0.10274500000000002 0.11230000000000001 -0.075819999999999985 -0.074234999999999982 0.11866500000000001 -0.021089999999999994 0.27608500000000008
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 10 -9 -10 12 -12 13 -7 -11
right_child=-2 -3 3 4 -6 7 -8 8 9 14 11 -13 -14 -15 -16
leaf_value=0.00075745027683240683 -0.00067704914842542287 -0.00062558453447253924 0.00050406072606067488 -0.00026999469865912151 -0.00066402132671944554 -0.00032560150373733295 0.0007684401002032345 -0.00098588093286314043 0.00063804289882151886 -0.00082562262865080798 0.00064016943948457645 -0.00017562396285899425 -0.00082934110502711205 0.00045534664545195797 -9.0216123824844954e-05
leaf_weight=0.0016722429489916457 0.0010734132163285883 0.0010002707918623779 0.0016845710004643249 0.001125660134771775 0.0011967137005345204 0.0012341806436483773 0.0019286679591594691 0.0013556007100456466 0.0010683753637063323 0.0010043207941512755 0.0018566787075277391 0.0016549537516366937 0.0010934241189556049 0.0011193870972486123 0.0010029507827291131
leaf_count=269 135 91 138 57 105 594 98 316 242 234 981 242 49 252 107
internal_value=0 1.99033e-05 5.38896e-05 -1.40176e-05 -6.98161e-05 -2.05857e-05 0.000385729 -0.000129544 -0.000355309 -7.73831e-05 1.42235e-05 0.000255704 -0.000231786 4.58275e-05 -0.00045817
internal_weight=0 0.019998 0.0189977 0.0173255 0.0156409 0.0144442 0.00305433 0.0113899 0.00443125 0.00307565 0.00695862 0.00351163 0.00344699 0.00235357 0.00200727
internal_count=3910 3775 3684 3415 3277 3172 155 3017 899 583 2118 1223 895 846 341
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=13
num_cat=0
split_feature=2 50 15 15 159 133 42 49 15 12 15 48
split_gain=6.02146e-05 0.000104749 7.50987e-05 0.000116844 8.45046e-05 5.67833e-05 0.000146746 0.000105747 0.000124714 0.000127397 0.00012099 8.45763e-05
threshold=0.14073000000000005 0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.089285000000000017 0.087895000000000015 0.091230000000000019 -0.006494999999999999 -0.038029999999999987 0.051320000000000005 -0.033649999999999992 0.089715000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 10 -9 -10 11 -5
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0035875552541479025 0.0037304994212889772 -0.0050283584759642126 -0.0046123616767085561 0.0034973171658291176 -0.0041650963639893951 -0.0023964430988092766 0.0054145689230633252 -0.0023124367288362905 0.006703555324757705 0.00014179738844715285 -0.0060606353925857616 -0.0028927991572121363
leaf_weight=0.0013926638383282989 0.001007668565015339 0.0010814409430318648 0.0014003209016959376 0.0010435437128451311 0.001000111587345664 0.0013350109071364443 0.0016316025991722754 0.0012885603667910938 0.0015677895812796004 0.001415397424065705 0.0011714424310569974 0.0010393218289377337
leaf_count=189 228 668 275 136 289 565 276 239 120 724 146 55
internal_value=0 -0.000270491 8.9682e-05 -0.000288145 0.000238733 0.000658485 0.00110383 0.000169294 0.00180974 0.00359028 -0.00198403 0.000308735
internal_weight=0 0.0153672 0.0142858 0.0128931 0.0114928 0.0104927 0.00915766 0.00752606 0.00427175 0.00298319 0.00325431 0.00208287
internal_count=3910 3682 3014 2825 2550 2261 1696 1420 1083 844 337 191
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=13
num_cat=0
split_feature=1 4 4 43 39 48 2 47 48 49 4 13
split_gain=5.11739e-05 0.000106672 0.000125182 6.92175e-05 0.000108935 0.000129917 0.000139141 8.52211e-05 8.86404e-05 0.000155835 0.000111167 6.64954e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 -0.24333999999999997 0.085060000000000011 0.11930500000000001 0.11542500000000001 0.09252500000000001 0.085875000000000021 -0.029304999999999998 0.060350000000000008 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 8 9 -5 -11 -3
right_child=3 11 -4 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0025435031928081313 -0.0028438466563216907 -0.00086555098364369393 0.0035798274453260857 0.006278334232832446 0.0047841471185160363 -0.0041277981014391134 0.0051168592521919753 -0.0032087142526459099 -0.002546195150012955 0.0024042410564210815 -0.0034333392454634179 -0.0049268447089153202
leaf_weight=0.0011052711338900081 0.0010339566841469075 0.0015998554984869395 0.0014985656318550196 0.0011119510253872495 0.0012111564255973878 0.0010736360268213119 0.0012955138771957708 0.0011729635774027081 0.0010760752383755234 0.0015782991160038732 0.0010253419021738347 0.0014774861649763781
leaf_count=75 63 957 91 107 317 93 195 178 84 596 77 1077
internal_value=0 -0.00107561 0.000980609 0.000548546 0.000916027 0.00035387 0.00101662 0.000126054 0.000942379 0.00195271 0.000105339 -0.00281545
internal_weight=0 0.00568118 0.00260384 0.0105789 0.00954494 0.00833378 0.00726014 0.00596463 0.00479167 0.00371559 0.00260364 0.00307734
internal_count=3910 2200 166 1710 1647 1330 1237 1042 864 780 673 2034
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=13
num_cat=0
split_feature=41 15 1 16 12 2 42 3 15 15 160 4
split_gain=4.98811e-05 5.64526e-05 7.05056e-05 0.000135766 8.07156e-05 8.9491e-05 8.58655e-05 0.000128805 0.000125101 0.000168251 0.000115238 8.49121e-05
threshold=0.078150000000000011 0.10363000000000001 0.13662500000000002 -0.52908499999999992 -0.092644999999999991 0.11462500000000002 0.091955000000000023 -0.100615 -0.0058549999999999991 -0.089594999999999994 0.031805000000000007 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 10 -9 -10
right_child=-2 -3 -4 4 5 -7 -8 8 11 -11 -12 -13
leaf_value=-0.0045678466935392204 -0.0028596140568247141 -0.0029944851396515658 0.0036958037117904739 -0.0031567440170041424 0.0041916035840320279 0.0044743180491448667 -0.0030295913874606793 -0.0026107964754964832 9.2407886844705851e-05 -0.0063430736536585191 0.0032175739742331053 0.0053125864221532778
leaf_weight=0.0011150829196273108 0.0011374912912924797 0.0010228500224216475 0.001199475301520877 0.0010462967732699164 0.0019067458120055622 0.0012538244699477437 0.0012108115954354405 0.0013630092837297538 0.0013638746744143132 0.0010667270631938086 0.0013273126699210186 0.001128985245330295
leaf_count=120 201 356 186 121 297 258 438 312 388 570 149 514
internal_value=0 0.000198433 0.000432008 0.000125746 0.000574317 0.000941862 0.000469047 0.000988401 1.11558e-05 -0.00161141 0.000264722 0.00245656
internal_weight=0 0.015005 0.0139821 0.0127827 0.0116676 0.0106213 0.00936747 0.00815665 0.00624991 0.00375705 0.00269032 0.00249286
internal_count=3910 3709 3353 3167 3047 2926 2668 2230 1933 1031 461 902
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=12
num_cat=0
split_feature=1 49 151 16 0 15 0 2 2 3 0
split_gain=5.05713e-05 7.43389e-05 0.000111715 0.000106277 0.000141377 0.000131436 7.30349e-05 0.000139124 0.000213953 8.48938e-05 0.000175849
threshold=0.094385000000000011 -0.085974999999999982 -0.081709999999999991 -0.055679999999999993 -0.10783 -0.064869999999999983 0.18055000000000002 0.10393500000000001 0.097940000000000013 -0.08348499999999999 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 7 8 9 -1 -11
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00059531334420929191 0.0037323531629520198 -0.0034874660232793639 -0.0001462614552603555 -0.0045808597900572484 0.0047799762346877337 0.0011828508346790596 0.0023216680400876049 -0.0054503809919790088 0.0046709621898315783 -0.00052721742533977649 -0.0069528301272918439
leaf_weight=0.0016829793934321625 0.001070916610869721 0.0010896844512832508 0.0018904567945393488 0.001019517574585474 0.0017567256033566439 0.0015718280679063723 0.0010440185074092057 0.0010330174143322254 0.0010358188149257735 0.0017658926028975767 0.0010684866263366948
leaf_count=1064 120 171 176 184 295 249 30 355 151 162 953
internal_value=0 0.000655589 0.000205963 0.000851094 0.00222654 -0.00108478 -0.00075048 -0.00123746 -0.000453766 -0.00162885 -0.0029495
internal_weight=0 0.00839913 0.00732821 0.00623853 0.00364718 0.00259135 0.00763021 0.00658619 0.00555318 0.00451736 0.00283438
internal_count=3910 1195 1075 904 471 433 2715 2685 2330 2179 1115
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=13
num_cat=0
split_feature=484 52 15 11 4 12 12 2 0 52 1 43
split_gain=4.86416e-05 7.29905e-05 6.75728e-05 0.000115594 9.21158e-05 0.0001444 0.000141451 0.000129551 0.000113999 0.000112259 8.02559e-05 5.66919e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.26361999999999991 0.077330000000000024 -0.00072999999999999985 -1.0000000180025095e-35 -0.023959999999999995 0.11085000000000002 -0.032484999999999993 -0.082554999999999976 0.095575000000000007 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 11 -8 -11 -7
right_child=1 -3 3 -5 6 7 9 -9 -10 10 -12 -13
leaf_value=-0.002977412942176517 0.0035968388438605307 -0.0035319006605690367 0.0068627998865227217 -0.0045910771452767098 -0.0052737342133609057 -0.00084054891986228562 0.0046665577508506265 0.0051520674587844113 -0.0035307714752325745 -0.0035620863313458959 0.0010362149729443515 0.0039679065988320042
leaf_weight=0.0011067273636686482 0.0013537370899443209 0.0010418699219657728 0.001021151072563814 0.0010132124698748477 0.0011812506839764397 0.0010007052175638586 0.001030266948287277 0.0011223554549044425 0.0015642619455022936 0.0013861368201312256 0.0019745786325342032 0.0011093266940242147
leaf_count=612 267 353 169 200 145 955 122 159 122 251 158 397
internal_value=0 0.000206254 0.000489359 0.000150197 0.000571962 0.00186117 -0.000774062 0.000796381 -0.000534113 0.000436428 -0.000860368 0.00168745
internal_weight=0 0.0147989 0.013757 0.0124032 0.01139 0.0058178 0.00557223 0.00479665 0.00367429 0.00439098 0.00336072 0.00211003
internal_count=3910 3298 2945 2678 2478 1802 676 1633 1474 531 409 1352
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=17
num_cat=0
split_feature=14 124 133 50 15 47 158 42 15 484 133 12 1 49 52 15
split_gain=0.00021123 0.000147998 0.00021711 0.000205898 0.000203244 0.000166987 0.000167062 0.000128763 0.000144219 0.000137705 0.000102938 0.000127598 0.000159105 0.000155821 0.000214422 0.000137995
threshold=0.073890000000000011 0.10385500000000002 0.10064500000000001 0.10625000000000001 -0.26361999999999991 0.117025 0.08413000000000001 0.098285000000000011 0.084050000000000014 0.042570000000000004 0.083815000000000014 -0.0089849999999999982 0.077800000000000022 -0.073619999999999977 -0.076599999999999988 -0.092459999999999987
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 10 11 -6 -13 -14 -15 -16
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 15 -17
leaf_value=0.00070822820838020815 -0.00073447437208343995 0.00065408807285214515 -0.00075550320207339104 -0.00066925412404530038 -0.00048243896688775559 -0.0006254877373257458 -0.00057553178405695229 0.00068966461822776682 -0.00043413166728763745 0.00063152670833352431 0.00048112409572322338 -0.00039958682339362304 -0.00030547362103245637 -0.00022627721462471643 0.00028210847711535454 0.0010389629354088227
leaf_weight=0.0013529347355452715 0.0010657944109216935 0.0010111093950831004 0.0010159567631005213 0.0010744792418867317 0.0013077615838136478 0.0010120172751459924 0.0010144467442025308 0.001056253341410073 0.001354263654484226 0.0014162723675765704 0.0014414134941896917 0.0014337788253309322 0.0011526996779526438 0.0010988223011676465 0.0013858168799543965 0.0013147659027401455
leaf_count=236 135 49 568 322 117 106 268 145 678 267 290 262 77 157 72 161
internal_value=0 3.06966e-05 -3.50084e-06 4.03677e-05 8.70271e-05 3.09538e-05 7.84864e-05 0.000129673 7.99906e-05 0.000145978 7.07002e-05 -6.19321e-06 9.13369e-05 0.000233474 0.000396985 0.000650579
internal_weight=0 0.0194428 0.0184317 0.0174157 0.0163412 0.0149883 0.0139763 0.0129618 0.0119056 0.0105513 0.00913506 0.00769365 0.00638588 0.0049521 0.00379941 0.00270058
internal_count=3910 3775 3726 3158 2836 2600 2494 2226 2081 1403 1136 846 729 467 390 233
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=12
num_cat=0
split_feature=42 376 43 3 16 3 457 13 16 15 0
split_gain=5.15236e-05 0.000102246 8.06784e-05 0.000143932 0.000139635 0.000138467 7.27229e-05 7.94144e-05 7.35191e-05 0.000207638 8.41107e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 -0.075954999999999981 0.15737500000000001 -0.100615 0.041935000000000007 -0.10939499999999998 -0.0060199999999999993 -0.03231499999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 -4 9 10 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0027530937625756344 0.0024000392129667311 0.0039025562978586247 0.0014618392433094003 0.0051281838058297091 -0.0053418406223272883 -0.0033190462390746594 0.0022103498383683725 -0.0030246062344627821 0.0010998948824609649 -0.0077766460849888908 0.0018515378127528131
leaf_weight=0.0011226755886575577 0.0016354801769543903 0.001202722882890893 0.0018348668118391099 0.0012656117512704745 0.0010677519472269388 0.0013688711269266235 0.001690750339496061 0.0012972500901704265 0.0011613903635753538 0.0010250906698549933 0.0011974532232594984
leaf_count=241 182 197 251 282 301 893 152 121 208 859 223
internal_value=0 0.000195333 -0.00013386 0.00137522 -0.000828636 -0.000205745 -0.000241443 -0.000877621 -0.00179461 -0.00274968 -0.000684066
internal_weight=0 0.0147472 0.0135445 0.00426996 0.00927455 0.00300435 0.0082068 0.00651605 0.00468118 0.00351979 0.0024947
internal_count=3910 3669 3472 1357 2115 1075 1814 1662 1411 1203 344
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=18
num_cat=0
split_feature=14 38 124 13 43 16 0 2 2 2 160 43 49 12 3 16 4
split_gain=0.000272995 0.000230421 0.000334763 0.000203757 0.000161248 0.000315377 0.000289622 0.000232037 0.000380515 0.000268198 0.000351777 0.000210214 0.000329028 0.00021569 0.000156292 7.13008e-05 5.31407e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.23438999999999996 -0.093039999999999984 -0.16268499999999997 -0.017269999999999997 0.11230000000000001 0.11542500000000001 0.10274500000000002 0.087825000000000014 -0.074254999999999988 -1.0000000180025095e-35 0.083325000000000024 0.11818000000000002 -0.008734999999999998 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 -5 -7 9 -9 10 11 -6 -13 15 -10 -14 -4
right_child=-2 -3 3 4 7 6 -8 8 14 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.00080410631045028447 -0.0008684552540090889 -0.00081167694491202623 0.00025088719399704742 0.00048239165121083725 0.00073358498575816608 -0.0012661679887196345 -0.00010950114732816362 -0.0012167379580436898 0.00051788132818466909 0.00084247494690263579 -0.00078969843853645316 0.00081720287258108763 -0.00025972802776894836 -0.00091047683392707433 -0.00041777001827792126 0.00038467285818918716 0.00083912992417456303
leaf_weight=0.0019171247833361963 0.0012293287848683934 0.0010690354607946475 0.0010692042055637785 0.001033434197784535 0.0018995808782064881 0.0015186464157580289 0.00143966305341747 0.0012142520741467181 0.0012168523588217666 0.0016944852824595383 0.0014528002405310783 0.0012663493748657313 0.0012280259000711502 0.0012170385971150451 0.001221123749068187 0.0011215696178688119 0.0010287413717568672
leaf_count=271 126 84 31 65 552 392 63 67 235 246 210 117 89 1091 60 91 120
internal_value=0 2.56121e-05 6.71691e-05 -4.83261e-06 -6.99803e-05 -0.000396315 -0.000703275 2.62831e-05 -0.000371661 0.000173389 3.48785e-05 0.000212812 8.12408e-06 -0.000279143 4.9236e-05 4.7874e-05 0.000539336
internal_weight=0 0.0226079 0.0215389 0.0196218 0.0175238 0.00399174 0.00295831 0.0135321 0.00365223 0.00987985 0.00818536 0.00673256 0.00483298 0.00356663 0.00243798 0.0023496 0.00209795
internal_count=3910 3784 3700 3429 3278 520 455 2758 362 2396 2150 1940 1388 1271 295 180 151
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=12
num_cat=0
split_feature=42 39 51 3 52 3 49 15 0 16 3
split_gain=4.79146e-05 9.18118e-05 0.000123493 0.000125191 0.000176757 0.000114418 0.000207237 0.00015703 0.000101903 8.06055e-05 7.54731e-05
threshold=-1.0000000180025095e-35 0.085060000000000011 0.12190000000000002 0.10666500000000002 0.092885000000000009 -0.074234999999999982 -0.029304999999999998 -0.07142999999999998 -0.23029999999999998 -0.16268499999999997 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 6 -2 -8 -7 -5 -1
right_child=1 -3 -4 9 -6 8 7 -9 -10 -11 -12
leaf_value=-0.0046066400507847795 0.0066855714230052944 0.0038121639944713251 -0.0044981709179469625 0.00010565518528881427 -0.0050719412623068637 0.0017116339383277297 -0.0040126540716418687 0.0023102329945155109 -0.0035452326217380583 0.0046811752114201011 0.00041061188891602099
leaf_weight=0.0010034615089825148 0.0011473764153016545 0.0012291292911881984 0.0010532185505383014 0.0012097214470442944 0.0013020619802522043 0.0010427735274460836 0.0011490837005670969 0.0019232363395776542 0.0019163210126252545 0.0016903080136297386 0.001212533184199613
leaf_count=939 160 342 155 127 492 59 311 801 273 130 121
internal_value=0 0.000283879 -6.48973e-05 0.00034537 -0.0004846 0.000347434 0.00177812 -5.46009e-05 -0.00169273 0.00277254 -0.00186133
internal_weight=0 0.0136632 0.0124341 0.0113809 0.00848085 0.00717879 0.0042197 0.00307232 0.00295909 0.00290003 0.00221599
internal_count=3910 2850 2508 2353 2096 1604 1272 1112 332 257 1060
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=17
num_cat=0
split_feature=14 38 124 148 484 40 48 0 1 15 13 1 133 52 16 3
split_gain=0.000328806 0.000129259 0.000250192 0.000140156 0.000291598 0.000162761 0.000195107 0.000207079 0.000208442 0.000199732 0.000247362 0.00015237 0.00015045 7.46351e-05 4.31677e-05 3.6633e-05
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.057864999999999993 -0.0043499999999999988 -0.067204999999999987 0.11930500000000001 -0.10575999999999998 0.11198000000000001 -0.016339999999999997 0.043015000000000005 0.081005000000000008 1.0000000180025095e-35 -0.066329999999999986 0.0015250000000000001 -0.11171999999999999
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 14 12 15 -7 -9 -11
right_child=-2 -3 3 4 5 6 -8 9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0006905758635267408 -0.00094496068716256156 -0.00055372995447961523 0.00057683781383950747 -0.00090517971071378523 -0.00063053691862175842 -6.0694777877003349e-05 -0.00060628218856204508 -0.00025008345477888026 0.00095653498750639533 0.00041698494047455741 0.00097119264811949672 -0.00081501422666980811 -0.00059457012167600097 0.00042088872472330802 0.00019471372032878141 -4.2152447745147591e-05
leaf_weight=0.0017300070221481943 0.0010384490705002128 0.0010146672939326242 0.0011843501326611596 0.0010414925842364619 0.0010186783985075528 0.0018077862260232891 0.0011246874579376809 0.0012567869008058962 0.0014215318903423591 0.0010047794485075151 0.0010163419232750853 0.0011628891252947332 0.0011176030484929128 0.0019482031382846094 0.0012865980560068449 0.0010207174612176238
leaf_count=270 126 87 178 546 105 72 78 359 85 28 126 530 392 151 265 512
internal_value=0 3.9989e-05 7.14598e-05 9.94773e-06 -3.14247e-05 2.84971e-05 7.58819e-05 0.000134703 0.000399805 -3.9797e-05 0.000259368 -0.000287115 -9.18015e-05 0.000189099 -2.50781e-05 0.00018561
internal_weight=0 0.0201571 0.0191425 0.0174124 0.0162281 0.0151866 0.0141679 0.0130432 0.00517752 0.00786572 0.00355973 0.00430599 0.0031431 0.00375599 0.00254338 0.0020255
internal_count=3910 3784 3697 3427 3249 2703 2598 2520 308 2212 750 1462 932 223 624 540
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=16
num_cat=0
split_feature=14 133 13 48 50 0 15 0 0 13 42 13 4 16 2
split_gain=0.000193727 0.000160674 0.000182271 0.000215009 0.000210322 0.000265339 0.000212398 0.000181565 0.000134642 0.00018779 0.000172596 0.00015306 0.000130414 7.4873e-05 2.73742e-05
threshold=0.073890000000000011 0.10599500000000002 -0.23438999999999996 0.12649500000000002 0.086465000000000014 -0.13027499999999997 -0.079799999999999996 -0.21145499999999998 -0.017269999999999997 0.11202500000000001 -1.0000000180025095e-35 -0.071149999999999977 0.05309500000000001 -0.033174999999999989 0.092865000000000017
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 -4 10 14 -7 13 -13 -12 -10
right_child=-2 -3 3 -5 -6 8 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.00057574633715044019 -0.00074421049881972015 -0.00063953174133321849 -0.00015996563777040748 -0.00076527114815425935 -0.00067414206153419134 -0.00071257280927305966 0.00097850958702848118 0.00073448065850065995 0.0001325074218847825 0.00083764865453172469 -5.9026039307287873e-05 -0.00011476892297542852 0.00073877306974918166 -0.00067175840932669824 -0.00028091805456425113
leaf_weight=0.0019858673428318858 0.0010799124654991823 0.0010725247923139168 0.0018522480732929836 0.0010657517121772644 0.0011399794933429361 0.0015624470519399617 0.0016472826136135739 0.0011666054574224413 0.0010206867522756947 0.0011080490605961391 0.0014138991811358673 0.0011524437392637088 0.0011068308194830956 0.0011330225488158235 0.001000051943067487
leaf_count=190 135 540 75 91 504 634 101 114 114 51 381 182 73 565 160
internal_value=0 2.86062e-05 6.76467e-05 6.00575e-06 5.97181e-05 0.000118784 0.000465575 0.000185684 -5.15958e-05 0.000250088 -0.000199807 -3.31119e-05 0.000303386 -0.000331606 -7.20945e-05
internal_weight=0 0.0194277 0.0183552 0.0163693 0.0153035 0.0141636 0.00466614 0.00301885 0.00949743 0.00312879 0.00636864 0.0048062 0.00225927 0.00254692 0.00202074
internal_count=3910 3775 3235 3045 2954 2450 290 189 2160 325 1835 1201 255 946 274
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=17
num_cat=0
split_feature=14 147 52 43 160 43 457 42 475 151 52 12 47 0 15 52
split_gain=0.000302239 0.000154686 0.000227591 0.000225734 0.000212659 0.000173475 0.000203652 0.00013372 0.000222219 0.000135515 0.000159489 0.000297449 0.000242338 0.000244214 0.000141237 0.000122002
threshold=0.077685000000000018 0.089245000000000005 0.28122000000000008 0.18078000000000002 -0.088224999999999984 0.052855000000000006 -0.0034949999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.082174999999999984 0.095295000000000019 0.092255000000000018 -0.072864999999999985 -0.095799999999999982 -0.091329999999999981
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 15 -9 -10 -11 12 13 14 -12 -8
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 11 -13 -14 -15 -16 -17
leaf_value=0.0009164976677402876 -0.001005180800603462 0.00068838156117776469 -0.00074729927902996525 -0.00080063101514111004 -0.00077424030302692705 0.00056763357881719893 0.00010673672860204785 -0.00061871039648303419 -0.00031860483616904275 0.00081129664933569565 -0.0006629039545893988 -0.00070926729055990911 0.0011012753163517637 0.00087504025509554809 0.00017985048850327571 -0.00075171769465824483
leaf_weight=0.0010223532543831631 0.0010021998583930039 0.0011633525605677644 0.0013152500555625299 0.0010074112603652699 0.0011363854032179427 0.0019211456416952091 0.0010314740893530632 0.001200087135219542 0.0013367833580890396 0.0017426115479305358 0.0010911224569344143 0.0010669320018890467 0.0011717526664223156 0.0011287077566058588 0.001796989159654672 0.0012502493832739388
leaf_count=354 126 152 348 219 198 233 136 305 141 254 93 149 78 118 393 613
internal_value=0 3.41412e-05 -5.4603e-06 4.90361e-05 9.96951e-05 4.70903e-05 -2.45812e-05 4.18868e-05 0.000129719 0.000225937 0.00031695 0.000179238 0.000361943 0.000146271 -0.00013854 -0.000363645
internal_weight=0 0.0203826 0.0192193 0.017904 0.0168966 0.0158742 0.0139531 0.0128167 0.010535 0.0093349 0.00799812 0.0062555 0.00518857 0.00401682 0.00288811 0.00228172
internal_count=3910 3784 3632 3284 3065 2711 2478 2280 1531 1226 1085 831 682 604 486 749
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=12
num_cat=0
split_feature=4 12 12 4 1 3 43 13 3 49 16
split_gain=4.82054e-05 7.56613e-05 0.000116773 0.000155064 0.000178749 0.000104129 7.46102e-05 8.56605e-05 7.74175e-05 6.94899e-05 0.00014988
threshold=0.24280000000000004 0.098845000000000016 0.093125000000000013 0.074650000000000008 0.094385000000000011 0.082730000000000012 0.0033500000000000005 -0.028919999999999998 -0.021064999999999997 -0.029304999999999998 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -9 -2 -11
right_child=9 -3 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.0043340153278441347 0.0032126511984640945 -0.0026317758358300734 0.0030286231115959818 -0.0043625086084325207 0.0043174731860843698 0.00024911462695821238 0.0013694705604309176 0.0013613815964367358 -0.0021652298653598106 -0.0031430220947232038 0.0018484505146997604
leaf_weight=0.0011042084568081735 0.0011437641299484047 0.0014651130130795545 0.0012417834663528199 0.0010281375998568024 0.0013596120241180787 0.0015138503571548445 0.0010722529816963207 0.0011227832958329914 0.0019219046547588091 0.0010458634707284959 0.0019847247164508281
leaf_count=951 116 506 455 119 224 160 266 485 195 78 355
internal_value=0 -0.000362062 -4.12195e-05 -0.000459085 3.67089e-05 0.00217411 -0.00113961 -0.00178806 -0.000864729 0.00097165 0.000125881
internal_weight=0 0.0118296 0.0103645 0.00912275 0.00809461 0.00287346 0.00522115 0.0041489 0.00304469 0.00417435 0.00303059
internal_count=3910 3361 2855 2400 2281 384 1897 1631 680 549 433
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=16
num_cat=0
split_feature=14 133 133 50 15 12 3 4 15 43 15 42 0 15 2
split_gain=0.000266997 0.000146019 0.000195142 0.000119204 0.000207025 0.000163469 0.000190168 0.000190512 0.000144885 0.000215504 0.000228315 0.000130069 0.000137489 8.08493e-05 5.94448e-05
threshold=0.077685000000000018 0.10599500000000002 0.085625000000000021 0.10625000000000001 -0.26361999999999991 -0.036459999999999992 -0.15464999999999998 -0.23071499999999998 -0.07142999999999998 -0.078644999999999979 1.0000000180025095e-35 0.083970000000000017 -0.19631499999999999 0.014775000000000002 0.081615000000000007
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 13 14 12 -9 -10 -11
right_child=-2 -3 -4 -5 5 6 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.00069462179228008862 -0.00084682689166091455 -0.00057203741020095823 0.00064693163878083758 -0.00053280989528563022 -0.00044830362884457439 0.0006907724840805599 -0.00061913079901211132 -0.00027188735921910298 -0.00051705103606189667 0.00057286792180886667 -1.548303388323969e-05 -0.00065976893943021182 0.00044332171179079172 0.00015153421986779025 0.0011326435922317476
leaf_weight=0.0013036820245155021 0.0010068015418814016 0.0010411655261571414 0.0015171521733785892 0.0010253523914679199 0.0019799359733969979 0.0012418160215761339 0.001235922666130926 0.0018713216334256266 0.0010054198991504828 0.0010688235536446882 0.0014204866410622687 0.0010712166240791441 0.0012593569074068637 0.0010208862120544143 0.0010564622996379475
leaf_count=193 126 542 602 236 198 150 123 81 118 99 741 216 222 149 114
internal_value=0 3.73794e-05 7.24778e-05 1.98511e-05 5.63275e-05 -2.14308e-06 6.99586e-05 -6.35198e-08 7.82178e-05 0.000255155 0.000503951 -0.000156416 1.5815e-05 -0.000180207 0.000851128
internal_weight=0 0.019119 0.0180778 0.0165607 0.0155353 0.0142316 0.0122517 0.0110099 0.00977397 0.00557208 0.00354577 0.0042019 0.00313068 0.00202631 0.00212529
internal_count=3910 3784 3242 2640 2404 2211 2013 1863 1740 1221 954 519 303 267 213
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=18
num_cat=0
split_feature=14 133 13 0 50 48 0 1 42 13 1 1 4 151 15 0 52
split_gain=0.000241383 0.00014438 0.000194162 0.00019354 0.000172503 0.000263321 0.00028709 0.000352869 0.000195616 0.000200999 0.000162022 0.000201062 0.000316413 0.000157514 0.000155477 0.000178071 0.00013431
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 -0.10783 0.10625000000000001 0.11930500000000001 -0.10575999999999998 0.11198000000000001 -0.089024999999999979 -0.084184999999999996 0.11183500000000002 0.095155000000000017 -0.070414999999999991 -0.076429999999999984 -0.095799999999999982 -0.23029999999999998 0.083750000000000005
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 13 -8 -10 11 12 16 -4 -15 -16 -11
right_child=-2 -3 4 -5 -6 -7 8 -9 9 10 -12 -13 -14 14 15 -17 -18
leaf_value=2.1531456934736655e-05 -0.00078245279201030662 -0.00055016704288441179 0.0006784367741446641 0.0010177344092182502 -0.00061184858509839379 -0.00071770568542478183 -0.00057279494188406538 0.0010576265646217286 -0.00052178988572449563 0.00011892165775193191 -0.00038153913139018646 0.00087730995646069314 -0.00045804346949893066 -0.00042734662736851488 0.00074321443421013515 -0.00018022425828486188 0.0009042720986047238
leaf_weight=0.0010319253855448351 0.0010465631623948193 0.0011160386410417984 0.0011649441648737546 0.0010685783369900016 0.0011558379285005254 0.0011431488406592116 0.00178221396527298 0.0015167335965491843 0.001448775730594507 0.0012465543337190745 0.0012216699946892944 0.0011808754988032119 0.0015966303018954174 0.0014727235050856213 0.0010700422172646995 0.0011842436437588351 0.0011065337556931329
leaf_count=109 126 542 93 81 321 86 317 58 605 194 209 224 478 116 43 94 214
internal_value=0 2.44407e-05 5.58894e-05 0.000528325 1.63565e-06 4.30179e-05 9.73965e-05 0.000366215 -8.23725e-05 2.96686e-05 0.000155441 0.000283304 0.00010571 0.000151845 -1.27507e-05 0.000258105 0.000488231
internal_weight=0 0.0215075 0.0203914 0.0021005 0.0182909 0.0171351 0.0159919 0.00640869 0.00958325 0.00780104 0.00635226 0.00513059 0.00394972 0.00489195 0.00372701 0.00225429 0.00235309
internal_count=3910 3784 3242 190 3052 2731 2645 404 2241 1924 1319 1110 886 346 253 137 408
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=13
num_cat=0
split_feature=1 0 42 16 157 16 12 0 2 3 16 16
split_gain=4.50705e-05 0.000103689 6.21561e-05 6.73084e-05 4.80935e-05 0.000133721 0.000161437 9.63633e-05 0.000175699 0.000145245 7.89945e-05 7.05433e-05
threshold=0.076710000000000014 -0.084074999999999997 0.084100000000000022 0.15100500000000003 -0.073574999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.15713499999999997 0.10836000000000003 0.11265500000000002 0.20277000000000003 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 7 -7 9 11 -6 -8 -9
right_child=4 2 -4 -5 5 6 10 8 -10 -11 -12 -13
leaf_value=-0.0045347926933737509 0.0028951118412102119 0.0032880005400278117 -0.0026004425677355987 -0.0011423291942420798 0.001790288878635426 0.0017318579669411238 -0.0068983202479448013 -0.0016238946861287489 0.0075488866296027054 -0.0045618943222954216 -0.0016896029545116803 0.0028320223052312253
leaf_weight=0.0012125427103649232 0.0013057825794051689 0.0013419635602311387 0.0011334373230397921 0.0011804018243119878 0.001746529874790269 0.0013005705468763923 0.0010760654584188118 0.0011483241668303113 0.0010038570964715078 0.001058853304985008 0.0010569577011986797 0.0015012947519455269
leaf_count=1009 262 413 472 114 142 168 294 154 193 81 209 399
internal_value=0 -0.00110553 3.18756e-05 0.00121472 0.000454113 0.000131907 -0.00202601 0.00127907 0.00272752 -0.000607255 -0.00431729 0.000900863
internal_weight=0 0.00486835 0.0036558 0.00252237 0.0111982 0.00989245 0.00343359 0.00645886 0.00365348 0.00280538 0.00213302 0.00264962
internal_count=3910 2008 999 527 1902 1640 671 969 746 223 503 553
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=12
num_cat=0
split_feature=484 4 16 123 160 151 2 13 3 43 4
split_gain=5.11292e-05 5.33725e-05 6.55777e-05 8.84334e-05 0.000145911 0.000177468 0.000126745 0.000317809 9.96756e-05 0.000136301 4.11878e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.30307999999999996 0.084845000000000018 0.092810000000000017 -0.081989999999999993 0.095040000000000013 -0.0016149999999999999 -0.077894999999999978 -0.074254999999999988 0.41897000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -7 -10 -3
right_child=1 10 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.002884072296009268 -0.0033262660620499082 0.0036164913253175037 0.0064622205229351885 -0.0037242867470475031 -0.0043582605436918252 -0.00082606538863534446 0.0024235921910471213 -0.0063757136003575205 0.0072616949465648065 0.0010940749296267393 0.0002887916187614886
leaf_weight=0.0011032596443314264 0.0011596974154705489 0.0013726261566339923 0.0010402054988723789 0.0010283276523407438 0.0010402015324711697 0.0016857113635416667 0.0016486629647040566 0.0014877944074867672 0.0010872054631189641 0.0018348979265197943 0.001465076824993119
leaf_count=612 133 162 239 121 131 1203 313 315 92 304 285
internal_value=0 0.000195847 -0.000206347 0.000127032 0.000530141 0.00110899 0.000389952 -0.0017504 0.00184685 0.00338882 0.00189843
internal_weight=0 0.0148504 0.0120127 0.010853 0.00982468 0.00878448 0.00774427 0.00313646 0.00460781 0.0029221 0.0028377
internal_count=3910 3298 2851 2718 2597 2466 2227 628 1599 396 447
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=13
num_cat=0
split_feature=42 475 43 42 48 0 1 4 2 3 2 3
split_gain=4.29228e-05 9.16167e-05 0.000107637 0.000145854 0.000141405 0.000146524 6.80629e-05 5.74855e-05 0.000232631 0.000180494 0.000172805 8.93577e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 1.0000000180025095e-35 0.086125000000000021 -0.066689999999999985 0.11026000000000001 0.0057500000000000008 0.11339500000000001 0.092005000000000017 0.10742000000000002 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 7 5 -3 -1 10 9 -9 11 -4
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0038597115625585588 -0.0030039744865179739 -0.001972040460912497 -0.00039045807830307371 -0.0045969005348053529 0.006255783288625227 0.0042068196748053129 0.00080970024426023552 0.00079916539338120718 -0.0025182585010432201 0.0080185432077452112 0.003604685106808623 -0.0058089205724696389
leaf_weight=0.0012033993393981866 0.0013592817080643098 0.0015184316262384038 0.0011126298666103186 0.0011576326121611104 0.0011898704930913143 0.0012169911626538545 0.0010111962346565084 0.0013472974666974835 0.0015333752195195536 0.0011132636989830275 0.0010332129567321435 0.0010332238632531632
leaf_count=973 555 570 115 715 258 172 87 64 137 90 102 72
internal_value=0 0.00026398 0.000626423 -0.000227046 0.00243774 0.000776938 -0.00172763 0.000478194 0.00153784 0.00406552 -0.000853063 -0.00299944
internal_weight=0 0.0136152 0.0122559 0.00833064 0.00392529 0.00273542 0.0022146 0.007173 0.00399394 0.00246056 0.00317907 0.00214585
internal_count=3910 2850 2295 1295 1000 742 1060 580 291 154 289 187
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=12
num_cat=0
split_feature=52 52 14 15 42 49 13 52 0 16 52
split_gain=4.57962e-05 0.000107976 7.0763e-05 0.000114735 9.90856e-05 0.000149816 0.000101726 0.000186971 0.000138045 0.000199411 6.41719e-05
threshold=-0.27466499999999994 -0.11051499999999999 -0.13131999999999996 -0.15202999999999997 0.092635000000000009 -0.085174999999999987 -0.083514999999999992 0.10433000000000002 -0.10131499999999999 -0.094359999999999986 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 10 8 9 -8 -7
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0020078951641978107 0.0033684419164522546 -0.0026318633214802577 0.0032869624606723432 -0.0032544036238137427 -0.0028624301489262741 0.0039513946141387117 -0.0031591853746198795 0.003975309105443278 -0.0032551265654000689 0.0030777375282670214 0.00043618131127532984
leaf_weight=0.001250879884512268 0.001146000545759287 0.001202079378540115 0.0012303698477547339 0.0012911590196435238 0.0014555563849507945 0.001525566452045689 0.0010070924031409245 0.0010799624332632572 0.0019404243531812746 0.0015295125736831412 0.0010308829841434893
leaf_count=425 278 134 280 151 578 439 136 249 883 106 251
internal_value=0 0.000162952 -0.000113404 0.000136989 -0.000219878 0.000189112 0.000737107 -8.94901e-05 -0.00107001 0.000601531 0.00253389
internal_weight=0 0.0144386 0.0132926 0.0120905 0.0108602 0.0094046 0.00811344 0.00555699 0.00447703 0.0025366 0.00255645
internal_count=3910 3485 3207 3073 2793 2215 2064 1374 1125 242 690
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=12
num_cat=0
split_feature=484 160 42 160 52 43 48 43 3 49 52
split_gain=4.56113e-05 5.74007e-05 7.90927e-05 9.38964e-05 0.000110377 0.000103875 8.26815e-05 8.39407e-05 0.000132448 0.000129525 5.29235e-05
threshold=-0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.091575000000000017 0.11110500000000002 0.093240000000000017 -1.0000000180025095e-35 -0.11180499999999999 -0.08348499999999999 -0.0019649999999999997 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 -10 -11
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12
leaf_value=-0.0027480374753227968 -0.002733569709714044 -0.0021891921959617832 -0.0017029054190260374 -0.0026479618125479984 0.0055701345267431925 -0.0029295561040287754 -0.0016088786480604976 0.0064971965296364799 -0.0023745027256440545 0.00052228997345748563 0.0043447771438970256
leaf_weight=0.0010798709700610412 0.0011737818912334478 0.0018603896250302858 0.0013478663309778116 0.0012775228629024757 0.0010456597061686565 0.0012108940576379236 0.0010108712966997542 0.0013393395509540057 0.0011764989222495911 0.0010569651075446667 0.0019883615084430712
leaf_count=612 497 903 148 165 108 127 106 306 157 236 545
internal_value=0 0.000192613 0.000450583 0.000879343 0.00132215 0.000835671 0.00141135 0.00205005 0.00271515 0.00151532 0.00301808
internal_weight=0 0.0144882 0.0133144 0.011454 0.0101765 0.0091308 0.0079199 0.00657204 0.00556117 0.00422183 0.00304533
internal_count=3910 3298 2801 1898 1733 1625 1498 1350 1244 938 781
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=16
num_cat=0
split_feature=14 38 124 48 0 4 3 3 0 15 3 43 16 12 0
split_gain=0.000202254 0.000170042 0.000254287 0.000149447 0.000222075 0.000339628 0.000127175 0.000171051 0.000204503 0.000149142 0.000110715 0.000161311 8.442e-05 7.30389e-05 2.33263e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 -0.18087499999999998 0.0057500000000000008 -0.100615 0.12991000000000003 -0.032484999999999993 -1.0000000180025095e-35 -0.078669999999999976 -0.074254999999999988 -0.057604999999999996 0.091405000000000014 -0.11524
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 9 8 10 -6 -8 -12 -13 -11 -9
right_child=-2 -3 3 -5 6 -7 7 14 -10 13 11 12 -14 -15 -16
leaf_value=0.00075077327012765846 -0.0007991664029396939 -0.00069859753747387988 -0.00030805054579690505 -0.00061295055648795122 0.00063941687478982908 0.0009401774770908532 -0.00060983777759944361 5.2516854425549447e-05 -0.0010315111953940431 -0.00035007912083720948 0.00047384792282752832 -0.0006813793240418195 1.7509678731511927e-05 0.00024883090807631175 0.00042986211349160878
leaf_weight=0.0016223571491601222 0.0010249365846051453 0.0010070921003714753 0.0011282982588838248 0.0012116940414003607 0.0015710205777397235 0.0019540040304173445 0.0014407724528082808 0.0010197591737334394 0.001146638202161032 0.0013970307617658913 0.0013720119346328384 0.0010746463322655548 0.0012009023203749442 0.0012807152928364651 0.0011368376914016251
leaf_count=269 135 91 57 113 161 105 1589 77 138 101 239 319 285 155 76
internal_value=0 2.63338e-05 6.56766e-05 4.23681e-08 4.72838e-05 0.000483255 -5.90263e-05 -0.000188315 -0.000340418 0.000196327 -0.000184683 -1.6748e-05 -0.000312546 -6.36318e-05 0.000251432
internal_weight=0 0.0195638 0.0185567 0.0169343 0.0157226 0.0030823 0.0126403 0.00839157 0.00623497 0.00424877 0.00508833 0.00364756 0.00227555 0.00267775 0.0021566
internal_count=3910 3775 3684 3415 3302 162 3140 2723 2570 417 2432 843 604 256 153
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=19
num_cat=0
split_feature=14 52 157 1 160 133 151 133 13 15 0 2 0 1 48 4 150 133
split_gain=0.000372625 0.000166999 0.000190765 0.000333085 0.000236228 0.00033598 0.000297987 0.000291577 0.000250326 0.000278084 0.000242843 0.000306724 0.000201032 0.0001907 0.000183664 0.000136276 0.000315401 6.32505e-05
threshold=0.077685000000000018 -0.40083499999999994 -0.062769999999999979 0.090540000000000023 -1.0000000180025095e-35 -0.0023199999999999996 -0.084874999999999992 0.10599500000000002 -0.083514999999999992 -0.106555 -0.035699999999999989 0.11339500000000001 -0.017269999999999997 0.11215000000000001 0.089935000000000015 -0.0025899999999999994 0.09833500000000002 0.077945
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 10 -6 -7 8 14 -10 11 -4 13 15 17 -11 -17 -8
right_child=-2 2 4 -5 5 6 7 -9 9 12 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00060656326541214177 -0.0010806885281091495 -9.1166978629091095e-05 -0.0015478689474921951 0.0013649639992663223 -0.0008272613812980124 -0.00055578190623506961 0.00081272344607854748 -0.00062388191636387547 0.0010818254714975797 0.00058182360754817917 0.00028910681169758352 -0.00010662464320727762 0.00059040017386799383 -0.0007527083180236475 0.00012009634978712558 -0.00075044265170287768 0.00052535917436646385 0.0014126568697597577
leaf_weight=0.0012890782953616188 0.001064829090198254 0.0011303361897401004 0.0010035448476182528 0.0010204996533078603 0.0012021227657595139 0.0016207879058081935 0.0014993498257140081 0.0010979947595004267 0.001042783578157124 0.0012361105242976447 0.0010017525597764854 0.0010129666818716881 0.0017990570354532573 0.0012572254061159194 0.0010128911801835028 0.0014308814773809067 0.0012303826442146004 0.0010001548314093091
leaf_count=389 126 279 594 148 777 159 133 390 93 191 83 106 82 62 91 99 44 64
internal_value=0 3.85952e-05 7.89693e-05 0.000599718 1.82556e-05 0.00011073 0.000189983 0.000285861 0.000372655 0.000192054 -0.000454483 -0.00082388 5.86218e-05 -0.000126979 0.000783817 7.487e-05 -0.000160601 0.00105278
internal_weight=0 0.0218879 0.0205988 0.00215084 0.018448 0.0154297 0.0142276 0.0126068 0.0115088 0.00799644 0.00301826 0.00201651 0.00695366 0.0051546 0.0035124 0.00389737 0.00266126 0.0024995
internal_count=3910 3784 3395 427 2968 2185 1408 1249 859 571 783 700 478 396 288 334 143 197
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=18
num_cat=0
split_feature=14 38 124 147 484 48 0 4 150 40 1 42 52 2 3 13 43
split_gain=0.000316821 0.000206347 0.000331563 0.000195726 0.000333651 0.000274935 0.0002588 0.000184597 0.000174311 0.000172868 0.000188456 0.000202127 0.000151417 0.000210232 0.00017791 9.59357e-05 8.02502e-05
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 0.088565000000000019 -0.0043499999999999988 0.12649500000000002 -0.18087499999999998 0.015635000000000003 0.086420000000000011 -0.055059999999999991 0.12958500000000003 0.091955000000000023 0.11401500000000002 0.097360000000000016 -0.08348499999999999 -0.07409499999999998 -0.088734999999999994
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 -6 9 -8 11 12 13 14 16 -15 -11
right_child=-2 -3 3 -5 5 -7 8 -9 -10 10 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0007877630690087626 -0.00090480133432312712 -0.00070883652230085568 -0.00094768534903148327 0.00074352315212297291 0.00014364767231047089 -0.00079268281452603978 -0.00062795072302654256 0.0010411103730285812 -0.0006931234006094585 1.5254976179745307e-05 0.00074668057599430022 -0.00051921567493891819 -0.00046769847070526779 0.0010017790582031879 -0.00039081246411421601 0.00032904038968599973 0.00068516115347007009
leaf_weight=0.0017607691622472865 0.0010825109626083343 0.0010139747463580309 0.0010840036356994645 0.0010061939426960756 0.0013978719503455707 0.0011001517372263006 0.0010053526656549116 0.0012786501363724057 0.0010091203644843746 0.0010797992599399491 0.0012091004294274088 0.0016098434246195163 0.0010058177458552447 0.001123297799809464 0.0018286168721674207 0.0013721279244748585 0.0010069270972148667
leaf_count=270 126 87 548 139 49 86 98 54 211 239 107 454 254 56 481 259 392
internal_value=0 4.22849e-05 8.06003e-05 1.18715e-05 -3.11533e-05 3.08386e-05 9.15358e-05 0.000572391 -1.3527e-05 4.7482e-05 0.000113824 2.90524e-05 0.000148059 0.000244669 -2.11134e-06 0.000631869 0.000338511
internal_weight=0 0.0208916 0.0198776 0.0181169 0.0171107 0.0160267 0.0149265 0.00267652 0.01225 0.0112409 0.0102355 0.00902643 0.00741659 0.00641077 0.00391534 0.00249543 0.00208673
internal_count=3910 3784 3697 3427 3288 2740 2654 103 2551 2340 2242 2135 1681 1427 1112 315 631
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=18
num_cat=0
split_feature=14 403 43 52 151 4 1 4 43 160 1 15 12 1 2 0 48
split_gain=0.000251896 0.000157822 0.000164259 0.000187698 0.000185467 0.000281586 0.000232177 0.000175434 0.000223629 0.000265747 0.000223993 0.000158236 0.000133929 0.000201426 0.000162893 0.000182175 3.53437e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.18078000000000002 0.28122000000000008 -0.084764999999999993 0.27020000000000005 0.11235500000000002 -0.0021099999999999995 -0.074254999999999988 0.088785000000000017 0.095575000000000007 -0.017214999999999998 -1.0000000180025095e-35 0.087720000000000006 0.10274500000000002 -0.024394999999999997 0.086350000000000024
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 16 7 -7 12 11 10 -10 -9 -6 14 15 -14 -3
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00066970846402014401 -0.00088072504303914241 -0.00012047118126256615 -0.00062916204114931036 -0.0005514818619574125 0.00089085623190631195 0.00022846490994613203 0.0013071497819313802 -7.7000364493010632e-05 -0.0014463916346578638 0.00027694111737661191 -0.00025187255564669016 0.00086117567398043889 0.00055767670936188976 -0.00034611373852043361 0.001013840681539593 -0.00043812882343957177 -0.00060332354219310433
leaf_weight=0.0010348478767835323 0.0010822299771624791 0.0010628563912199176 0.0010825066289796874 0.0013532509068785786 0.0011674653229212248 0.0013523384717277771 0.001372700360224617 0.0015533652233667948 0.0010187910948529378 0.0011678150756603556 0.0011307539763725227 0.0010146630645628818 0.001662270964432493 0.0016143060907129192 0.0011496533464789571 0.0010072231728437465 0.0010087092733154085
leaf_count=909 126 232 224 299 112 93 261 207 152 55 70 29 493 376 78 78 116
internal_value=0 3.36366e-05 7.05486e-05 0.000111192 0.00016308 0.000233714 0.000771837 0.000116273 -0.000115671 -0.000432561 -0.000818023 0.000293686 0.000323075 0.000201078 0.000432369 0.000181951 -0.000355587
internal_weight=0 0.0207535 0.0197187 0.0186362 0.0172829 0.0152113 0.00272504 0.0124863 0.00588539 0.00331736 0.00214955 0.00256803 0.00660092 0.00543345 0.00381915 0.00266949 0.00207157
internal_count=3910 3784 2875 2651 2352 2004 354 1650 513 277 222 236 1137 1025 649 571 348
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=12
num_cat=0
split_feature=4 151 12 12 12 4 1 3 0 0 4
split_gain=4.55261e-05 7.36055e-05 0.000139909 7.26333e-05 0.000101189 0.000131999 0.000141137 8.75947e-05 7.65739e-05 0.000115478 0.000131843
threshold=0.24280000000000004 -0.0008699999999999999 0.092475000000000016 0.098845000000000016 0.093125000000000013 0.074650000000000008 0.094485000000000013 0.082730000000000012 0.048950000000000007 -0.10783 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 -8 9 -1 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00019067998719859617 -0.0014927375320266654 0.003962062052376797 -0.00069561751722195357 -0.0026372463451129003 0.0028708757345696115 -0.0041352666907765977 0.0041165725669326542 0.00023800367645943575 0.0013099465129765967 -0.00076006790558218109 -0.0062355682611661516
leaf_weight=0.0018768936619799441 0.0010684268153330345 0.0016635729215143833 0.0014127128872773176 0.0014520078583967573 0.0012459086985758599 0.0010151887571403515 0.0012714166731156856 0.0015077034033493808 0.0012631813799403036 0.0010293071518710341 0.001054687785579665
leaf_count=190 123 322 104 506 455 119 220 159 69 781 862
internal_value=0 0.000968364 0.00182313 -0.000358829 -3.65193e-05 -0.000438182 3.07856e-05 0.00201241 -0.0010234 -0.00176754 -0.00353116
internal_weight=0 0.00414471 0.00307629 0.0117163 0.0102643 0.00901838 0.00800319 0.00277912 0.00522407 0.00396089 0.00208399
internal_count=3910 549 426 3361 2855 2400 2281 379 1902 1833 1643
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=14
num_cat=0
split_feature=49 3 3 12 2 12 47 3 2 3 0 16 15
split_gain=5.04728e-05 0.000145806 0.000130696 0.00011006 0.000115974 0.000123318 8.70911e-05 0.000109455 8.50286e-05 8.35486e-05 7.15344e-05 4.70302e-05 3.99977e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.097615000000000021 1.0000000180025095e-35 0.08400500000000001 0.10214500000000001 0.10976000000000001 0.12566000000000002 0.10393500000000001 -0.084129999999999996 -0.15137999999999999 -0.033174999999999989 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 6 5 -5 7 10 9 -6 -2 -12 -1
right_child=3 2 -4 4 8 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0060411988842949266 0.0044302390610672666 -0.0048546975066008956 0.0020508736332070098 -0.0076293150554031935 -0.0015951727498009923 -0.000820133115231112 0.0046303771348569743 -0.0035570870113773938 -0.0035269166408487492 0.0040831098415215995 -0.0024137672726780132 0.0015631817353262184 0.0020517393484585306
leaf_weight=0.001041498064093458 0.0010706043668854562 0.0010719284169257689 0.0011957780538482676 0.0012039027649060445 0.0010129447609336056 0.001007643465146188 0.0010295261170929259 0.0012898937556692185 0.0010890973448286706 0.0011312026229903104 0.0010044525908918314 0.0015746378949987585 0.0010317102847469672
leaf_count=197 101 78 131 707 670 112 89 135 411 711 178 237 153
internal_value=0 0.00130323 -0.00121334 -0.0005161 -0.00199264 -0.00452686 0.000830742 3.88088e-05 -0.00025923 0.00140056 0.00130969 1.43192e-05 0.00405589
internal_weight=0 0.00434091 0.00226771 0.0114139 0.00544479 0.00221155 0.00596911 0.00493959 0.00323324 0.00214415 0.00364969 0.00257909 0.00207321
internal_count=3910 559 209 3351 2611 819 740 651 1792 1381 516 415 350
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 4 2 13 0 4 12
split_gain=4.23506e-05 5.59951e-05 0.000100907 0.000134218 0.000125364 8.42357e-05 0.000132256 0.000147485 0.000144089 9.09829e-05 7.24809e-05
threshold=-0.0043499999999999988 0.085165000000000018 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 0.25367000000000006 0.10113500000000002 -0.083514999999999992 -0.070894999999999986 -0.34687499999999999 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 -8 -7
right_child=1 -3 3 4 5 10 9 8 -10 -11 -12
leaf_value=-0.0024283433081922819 -0.0030430290509217742 0.0030507053798850868 -0.0035747480115986534 -0.0032190558140333162 0.0059335820669692676 0.0056268156691150545 0.0013086721274382213 -0.0017671448292954205 0.0033701788760982709 -0.003543923329308521 0.00098454296227932776
leaf_weight=0.0010970372178104619 0.001610735208112256 0.0010202824352090129 0.0012619023606634467 0.0011166180954736695 0.0011321022448650461 0.0011854546642389866 0.0010324119442417512 0.0018868441828552977 0.0016767926385743205 0.0016052449716150042 0.0010153807542396809
leaf_count=612 575 295 820 182 138 211 106 482 191 236 62
internal_value=0 0.000169974 -4.73637e-05 0.000357683 0.000823594 0.00129706 0.000640414 0.00192391 0.000650112 -0.00164456 0.00348505
internal_weight=0 0.0145438 0.0135235 0.0119128 0.0106508 0.00953423 0.0073334 0.00469574 0.00356364 0.00263766 0.00220084
internal_count=3910 3298 3003 2428 1608 1426 1153 811 673 342 273
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=15
num_cat=0
split_feature=14 147 52 160 1 160 52 2 4 4 3 13 4 457
split_gain=0.000189862 0.000134733 0.000176075 0.000222482 0.000113349 0.000135108 0.000164251 0.000159996 0.000122625 0.000163903 0.000160546 0.000201622 0.000153392 6.44164e-05
threshold=0.073890000000000011 0.089245000000000005 0.28122000000000008 -0.081069999999999989 0.12958500000000003 0.084835000000000008 -0.087604999999999988 0.10274500000000002 -0.078094999999999984 0.05309500000000001 0.090325000000000003 -1.0000000180025095e-35 -0.49837999999999999 0.084715000000000013
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 13 12 -10 11 -11 -8 -7
right_child=-2 -3 -4 4 -6 7 8 -9 9 10 -12 -13 -14 -15
leaf_value=0.00063624531481837863 -0.00074612140304119317 0.00063602607691305105 -0.0006655988727607364 -0.0007002990526244619 0.00038335297583719848 -0.00037402804376883815 -0.00033620871057452864 0.00079477092009386414 -0.0007452220582957373 -0.00024896426574264253 -0.00054842715099984575 0.00073730972306320383 0.00049818456936796926 0.0002613444480629749
leaf_weight=0.0017657954766715491 0.001049440371810261 0.0010900503930639507 0.0011952531869006472 0.0016416022079307367 0.0018379640111052817 0.0010053174083833093 0.0010807538426992336 0.001066712817612947 0.0015010841335416523 0.0014379881129312835 0.0013788919639630137 0.0011986718539187258 0.0019463222811912364 0.0010077508390673451
leaf_count=513 135 152 346 479 231 226 43 117 561 188 54 68 737 60
internal_value=0 2.9682e-05 -6.90691e-06 3.97651e-05 -2.99732e-05 -8.72422e-05 -0.000185799 0.000238701 -8.69422e-05 -0.000244547 -5.73861e-05 0.000199413 0.000200282 -5.59578e-05
internal_weight=0 0.0191542 0.0180641 0.0168689 0.0151031 0.0132651 0.0101853 0.00307978 0.00854371 0.00551664 0.00401555 0.00263666 0.00302708 0.00201307
internal_count=3910 3775 3623 3277 2764 2533 2130 403 1651 871 310 256 780 286
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=18
num_cat=0
split_feature=14 147 11 3 2 3 1 16 157 1 3 0 3 2 2 47 0
split_gain=0.000398738 0.000122606 0.000187557 0.000195378 0.000349347 0.000186009 0.000162653 0.000146131 0.000113405 0.000133679 0.000172921 0.000178434 0.000177362 0.000126512 0.000160926 7.7329e-05 5.2144e-05
threshold=0.077685000000000018 0.089245000000000005 0.088315000000000018 -0.100615 0.10274500000000002 -0.078669999999999976 0.076710000000000014 -0.45301499999999995 -0.074224999999999985 0.094485000000000013 0.11265500000000002 -0.099864999999999995 0.13772500000000001 0.089910000000000004 0.10066500000000002 0.10843500000000002 -0.092299999999999979
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 -1 -7 -9 13 11 -11 -12 -10 16 -13 -15
right_child=-2 -3 -4 5 -6 7 -8 8 9 10 12 15 -14 14 -16 -17 -18
leaf_value=-0.00042339350618625577 -0.0010597309311236322 0.00061493715779584754 -0.00070250991247486198 -0.00063734535197685542 0.0011157675553277594 -0.00051282278693721463 0.00049741980300211709 0.0005966599255123119 -0.00073065765382830119 0.0010696802459643964 -0.00068443852384234222 -0.00013768927605869888 0.00033459830648515146 -2.1920217284659968e-05 -0.00059556418382960359 0.00051615949349698089 0.00053736115633566542
leaf_weight=0.0012548371347255267 0.0010428505664139545 0.0010826400279978768 0.0010498485981393904 0.0014228752649801781 0.0013497164529102657 0.0013403648228368448 0.0010838071257376902 0.0012201831425531591 0.0010352888527535437 0.0010192122197151317 0.0010407501533968855 0.0011007954624496471 0.0010303912596071971 0.001011781055184225 0.0010032644060077017 0.0010925735991483831 0.0010096608873414936
leaf_count=126 126 152 120 1590 111 185 92 144 229 80 28 263 123 82 241 67 151
internal_value=0 4.58159e-05 1.1709e-05 5.5776e-05 0.000410423 -4.23745e-05 3.34263e-06 2.87403e-05 9.74547e-05 3.22642e-05 0.000214819 0.000467725 -0.000177468 -0.000205315 -2.55014e-05 0.00018801 0.000257427
internal_weight=0 0.019148 0.0180654 0.0170155 0.00368836 0.0133271 0.00233864 0.0119043 0.0105639 0.00934372 0.00528372 0.00321258 0.00207114 0.00406 0.00302471 0.00219337 0.00202144
internal_count=3910 3784 3632 3512 329 3183 218 1593 1408 1264 561 410 151 703 474 330 233
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=16
num_cat=0
split_feature=14 38 124 484 43 3 3 0 2 15 16 3 43 52 0
split_gain=0.000353784 0.00017708 0.000244563 0.000149958 0.000125253 0.000344161 0.000205789 0.000319992 0.000182448 0.000158868 0.000156698 0.000196295 0.000147524 0.000168464 0.000270153
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.18078000000000002 0.15165000000000003 -0.100615 -0.053834999999999994 0.10274500000000002 -1.0000000180025095e-35 -0.30307999999999996 -0.078669999999999976 -0.071899999999999978 -0.07125999999999999 -0.15137999999999999
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 10 9 -5 -8 -12 -13 -14 -15
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 11 12 13 14 -16
leaf_value=0.00069047781469084983 -0.00096138584839864261 -0.0006609864066112628 -0.00056625199626444121 0.00053294794416899145 -0.00049716018654066526 0.0010464795556736732 -0.00045232763417161527 -0.00077933847540663569 0.00079170216533503454 -0.00026762961845779476 -0.00051750303054348907 0.00081025548333177712 -0.00026664763844194309 0.0010223485215163622 -0.00019296671005466636
leaf_weight=0.001691472455625293 0.0010976355265920603 0.001014554552236673 0.0012210994397062322 0.0012579844957038566 0.0011174646034122276 0.0010320039191847397 0.0015594830294562538 0.0017415860001705778 0.001581623670430049 0.0016959534146238015 0.0010523744412831125 0.0012188226097792909 0.0017309275621108511 0.001130974101883897 0.0010079182107614786
leaf_count=269 126 91 568 91 220 134 178 247 169 129 1144 160 72 52 260
internal_value=0 3.38823e-05 7.09092e-05 1.05005e-05 5.41706e-05 9.5217e-05 2.4983e-05 -0.000118567 0.000323825 7.33099e-05 3.0876e-05 0.000153583 0.00029237 0.000129259 0.000449651
internal_weight=0 0.0200542 0.0190397 0.0173482 0.0161271 0.0150097 0.0139776 0.00944209 0.00453556 0.00295394 0.0077005 0.00614102 0.00508864 0.00386982 0.00213889
internal_count=3910 3784 3693 3424 2856 2636 2502 2113 389 220 1866 1688 544 384 312
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=16
num_cat=0
split_feature=14 1 4 157 0 2 0 3 12 0 0 48 15 16 4
split_gain=0.000279238 0.000180672 0.000215945 0.000259864 0.000180402 0.000256081 0.00033369 0.000308365 0.00027004 0.000214087 0.000163858 0.000147619 0.00014224 0.000156132 0.000133759
threshold=0.077685000000000018 0.076710000000000014 -0.23071499999999998 -0.062769999999999979 -0.017269999999999997 1.0000000180025095e-35 -0.14136999999999997 0.088060000000000013 0.097345000000000015 -0.21145499999999998 -0.084074999999999997 0.091875000000000012 0.024640000000000006 0.20277000000000003 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 8 7 -7 14 11 -1 -9 13 -12 -5
right_child=-2 2 3 4 -6 6 -8 9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.00070672788201601566 -0.00090901909423841618 -0.00062640758049153943 0.00094395003118591218 -0.00031451736286455611 0.00084490634495000658 0.00077029094032646543 0.0010589979268623383 0.00052369542674697296 0.00033790702502472771 -0.00090084675369906482 -0.00059860344554875421 -0.00034326623767705995 0.00047172140168099102 0.00015875984080307345 -0.0011470938992431798
leaf_weight=0.0016593335347137609 0.0010840511353969731 0.0010864494776149933 0.0014259076661271583 0.0015962144130407217 0.0010382873867355738 0.0014427226466878374 0.0014019361111629863 0.0012126427892322766 0.001404818984939632 0.0010685175477003206 0.0018482403325734732 0.001375460171906262 0.001276756494895108 0.0017284996925834017 0.0010495055089972428
leaf_count=995 126 219 203 489 120 142 194 78 154 43 227 49 568 201 102
internal_value=0 3.42168e-05 0.00014946 0.000214222 0.000124445 5.35528e-05 0.000276299 6.11161e-05 -0.000303965 -0.000218689 -0.000215324 6.29443e-05 -4.73212e-05 -0.000232599 -0.000644784
internal_weight=0 0.0206153 0.0141025 0.013016 0.0115901 0.0105518 0.00650128 0.00509934 0.00405054 0.00365662 0.00651283 0.0025881 0.0048535 0.00357674 0.00264572
internal_count=3910 3784 1793 1574 1371 1251 506 312 745 170 1991 127 996 428 591
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=17
num_cat=0
split_feature=14 124 4 123 484 48 0 0 3 2 16 3 49 2 16 4
split_gain=0.000242326 0.000183564 0.000173991 0.000145673 0.000171039 0.000198353 0.000211072 0.000209846 0.000201 0.000193628 0.000156957 0.000168593 0.000206559 0.00014523 0.00013977 6.75503e-05
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 0.085195000000000007 -0.0043499999999999988 0.12649500000000002 -0.10575999999999998 -0.089879999999999974 -0.100615 0.099370000000000014 -0.073459999999999984 -0.077689999999999995 -0.069934999999999983 0.08400500000000001 -0.0041999999999999997 0.25367000000000006
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 10 -8 14 13 11 -6 -13 -10 -9 -14
right_child=-2 -3 3 -5 5 -7 7 8 9 -11 -12 12 15 -15 -16 -17
leaf_value=-0.00064407922297566537 -0.00087871933842715319 0.00083104554852642403 -0.00067184104257374754 0.00074787214893397931 0.00078627886174368819 -0.00073562554143959775 -0.00083598046252174188 2.859908156262669e-05 -0.0003431728486815617 -0.00089503334128312746 0.00084777320660309478 -0.00073814968221857743 -1.2436138283810495e-05 0.00047511193522440303 0.00092386753100992568 0.0006361884324675161
leaf_weight=0.0013557308228887141 0.0010548789664275851 0.0010099508360821218 0.0011975973798020274 0.0010201622635828403 0.0012382583284879234 0.0010178079225800782 0.001123246541066587 0.001256384458477755 0.0016814053456944127 0.0010791501645113465 0.001820809648236275 0.0010124246906837442 0.0012498218580155283 0.0014218408978048103 0.001221679949689353 0.0010489149038414164
leaf_count=174 126 49 546 218 85 88 321 141 599 322 112 55 66 783 101 124
internal_value=0 4.8376e-05 6.20751e-06 5.69055e-05 1.38435e-05 6.79687e-05 0.000125755 -8.24498e-05 4.46287e-05 -0.000207382 0.000380158 0.000193005 -2.88589e-05 3.17477e-05 0.000469964 0.000283532
internal_weight=0 0.0197552 0.0187452 0.0173895 0.0163693 0.0151717 0.0141539 0.00778371 0.00666046 0.0041824 0.00637023 0.00454942 0.00331116 0.00310325 0.00247806 0.00229874
internal_count=3910 3784 3735 3561 3343 2797 2709 2267 1946 1704 442 330 245 1382 242 190
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=15
num_cat=0
split_feature=14 133 13 48 0 13 15 16 2 3 15 3 3 42
split_gain=0.000241391 0.000134764 0.000161508 0.000174397 0.000209072 0.000272837 0.000231216 0.000195485 0.000172387 0.000214119 0.000151623 0.000138339 0.000166761 9.50863e-05
threshold=0.073890000000000011 0.10599500000000002 -0.23438999999999996 0.12649500000000002 -0.11287999999999999 -0.084184999999999996 -0.079799999999999996 -0.055679999999999993 0.090695000000000012 0.10420500000000001 -0.03231499999999999 -0.015794999999999997 -0.075679999999999983 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 10 -4 -10 -7 12 13 -9
right_child=-2 -3 3 -5 5 7 -8 11 9 -11 -12 -13 -14 -15
leaf_value=0.00051311988402021188 -0.00076152782590557582 -0.00053454425951565947 -0.0004538162595543066 -0.00061537181806865771 -0.00066393050795318198 0.00083838184265658602 0.00075366093054057208 -0.00049297527393178892 0.00070590867116380974 -0.00021256322637340025 5.0015111349354333e-05 -0.00054185352607820239 0.00057278265062101744 0.00011500697538192912
leaf_weight=0.0018805578465836163 0.0010378380361362729 0.0010183937807372581 0.0011351363909887224 0.0010606890560126416 0.0017339261713823642 0.0011540281145801736 0.0019396382617925265 0.0013034926781913267 0.0014681728508879159 0.001188211789268756 0.0013932280572005709 0.0015361475554668625 0.0010561955938852841 0.001359975882960357
leaf_count=190 135 540 70 91 750 284 128 318 136 35 496 194 207 336
internal_value=0 3.4886e-05 6.67325e-05 1.5323e-05 5.91378e-05 -8.67765e-05 0.000301948 4.14733e-05 7.0864e-05 0.000295072 0.000407183 -0.00013577 3.1935e-05 -0.000182538
internal_weight=0 0.0192278 0.0182094 0.0163288 0.0152682 0.00953699 0.00573116 0.00780307 0.00379152 0.00265638 0.00254726 0.00525581 0.00371966 0.00266347
internal_count=3910 3775 3235 3045 2954 2585 369 1835 241 171 780 1055 861 654
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=13
num_cat=0
split_feature=49 15 12 2 12 150 52 2 3 2 3 3
split_gain=5.01632e-05 0.000135728 0.000103822 9.85926e-05 0.000127913 9.76167e-05 9.19681e-05 0.00012165 0.000101509 6.55882e-05 6.38297e-05 2.53354e-05
threshold=-0.029304999999999998 -0.091024999999999981 1.0000000180025095e-35 0.08400500000000001 0.10257000000000001 0.099490000000000009 0.10701500000000001 0.11230000000000001 0.086245000000000016 0.10393500000000001 -0.084129999999999996 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -3 7 8 11 10 -5 -2
right_child=2 5 3 9 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0042674128234323925 0.00088451545585641229 -0.0021840228700305306 -0.0061827355092411085 -0.0012507963438240994 -0.00039810983913362175 0.0021265790868488931 0.0033541329882469835 -0.0032200556393374132 0.0038798779829632059 -0.0026806118552969238 0.0028681093179305592 -0.0017353977085430023
leaf_weight=0.0013393533152421394 0.001012086942467809 0.0017476633031342061 0.0012243551999607397 0.0010357018261594598 0.0010051418955095426 0.0013404290008184327 0.0014006132630487445 0.0013361363295718246 0.0011931057895144676 0.0011085819088913623 0.0011426619580055804 0.0011259217718622759
leaf_count=114 97 246 709 670 110 199 143 213 114 411 711 173
internal_value=0 0.00107266 -0.000431107 -0.00162421 -0.00357481 -0.000312947 0.000653574 -0.000156847 0.00107183 -0.000301146 0.000909778 -0.000495188
internal_weight=0 0.00442745 0.0115843 0.00551644 0.0022295 0.00308809 0.00606786 0.00466725 0.00333111 0.00328695 0.00217836 0.00213801
internal_count=3910 559 3351 2611 819 445 740 597 384 1792 1381 270
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=17
num_cat=0
split_feature=14 38 124 3 48 0 4 15 3 15 15 42 1 2 4 16
split_gain=0.000167587 0.000165506 0.000272289 0.00015232 0.000165421 0.000219055 0.000352935 0.000356952 0.00016328 0.0001773 0.000171269 0.000157869 0.000145566 0.00011766 6.77828e-05 5.32618e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.048219999999999992 0.16699000000000003 0.12649500000000002 -0.18087499999999998 0.0057500000000000008 -0.095799999999999982 -0.100615 -0.053579999999999996 -1.0000000180025095e-35 0.084100000000000022 0.095575000000000007 0.084065000000000015 -0.34687499999999999 -0.055679999999999993
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 -4 -8 10 12 -7 13 -10 -11 -12 -14
right_child=-2 -3 3 -5 -6 8 7 -9 9 11 14 -13 15 -15 -16 -17
leaf_value=0.00074331444134645582 -0.00069973109565300167 -0.00066553831322879113 -0.00038657562873652894 0.00060950980058411478 -0.00071528732904955475 0.00063206015030437403 0.00011950210012607918 0.0015965878974820247 -0.00049159088243259637 4.3473750783287708e-05 -0.00044966526734097219 -0.0011335601746770639 0.00057470447047390364 -0.00066275147807668387 0.00012226649922755594 2.4839331204126842e-05
leaf_weight=0.0016991153575692869 0.0010531679941173369 0.0010310187186323696 0.0011256429366586175 0.001194607929055686 0.0010914058551383171 0.0015626529066059963 0.0010439503916739312 0.0010203523809266812 0.0011276786373560265 0.0014439991128962996 0.0010854308706546023 0.0010078244017518237 0.0010794756372397539 0.001534973477372365 0.0016426421762250586 0.0011448388138212418
leaf_count=269 135 91 57 139 104 161 51 48 653 248 116 916 99 568 140 115
internal_value=0 2.72687e-05 6.5254e-05 -2.09889e-06 -4.80192e-05 1.12292e-06 0.00041339 0.000849602 -0.000111961 -0.000272865 0.000163247 -0.000525976 2.81802e-05 -0.000320423 -0.000105291 0.000291693
internal_weight=0 0.0198356 0.0188046 0.0171055 0.0159109 0.0148195 0.00318995 0.0020643 0.0116295 0.00733879 0.00429073 0.0039868 0.00335199 0.00297897 0.00272807 0.00222431
internal_count=3910 3775 3684 3415 3276 3172 156 99 3016 2599 417 1732 867 816 256 214
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=13
num_cat=0
split_feature=2 0 3 52 151 42 43 2 1 3 3 2
split_gain=4.72749e-05 8.85356e-05 0.000202239 8.82682e-05 0.000105651 0.000165973 0.000138777 0.000137595 0.000156736 0.00011043 8.29062e-05 5.72372e-05
threshold=0.10910500000000002 -0.13506999999999997 0.11818000000000002 0.098910000000000012 -0.084764999999999993 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.095575000000000007 -0.080884999999999985 -0.0086749999999999969 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 8 -8 -7 -3 -9
right_child=1 10 -4 -5 5 6 7 11 -10 -11 -12 -13
leaf_value=-0.0039274491844334732 0.004063212145545534 0.00069006261384329853 -0.0039197344614664833 -0.0034022529126756002 -0.0036353834378854573 0.001489031130074093 -0.0058288939771903598 0.0052698498236084463 0.0011480446650630829 0.0078260358174827467 0.0062074935810972646 0.00051653863190384791
leaf_weight=0.0011746972127217844 0.0010770843121696316 0.0011607165894566276 0.0015124121671822865 0.001769207330174701 0.0015107581200227782 0.0011704805410165525 0.0011699673491001083 0.0010046714098774084 0.001404471380911803 0.0010202621217699466 0.0010092813558925068 0.0010040144425494503
leaf_count=317 91 407 118 597 752 338 453 166 121 218 163 169
internal_value=0 0.00115858 -0.000599279 -0.000515801 2.4061e-05 0.000584355 0.00152547 0.000132194 -0.00202266 0.00444027 0.00325626 0.00289397
internal_weight=0 0.00475949 0.0025895 0.0112285 0.00945932 0.00828463 0.00677387 0.00458312 0.00257444 0.00219074 0.00217 0.00200869
internal_count=3910 779 209 3131 2534 2217 1465 909 574 556 570 335
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=14
num_cat=0
split_feature=1 0 42 16 159 42 1 49 0 0 48 16 43
split_gain=4.53281e-05 0.000125734 6.90847e-05 6.39926e-05 6.32332e-05 7.13306e-05 9.74776e-05 9.00471e-05 9.76093e-05 0.000168879 0.000112852 6.92816e-05 6.58905e-05
threshold=0.076710000000000014 -0.084074999999999997 0.084100000000000022 0.15100500000000003 0.073745000000000019 0.088115000000000013 0.089455000000000021 0.093425000000000022 -0.099024999999999988 -0.017269999999999997 0.090045000000000014 -0.12467499999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 8 10 -10 11 -8 -7
right_child=4 2 -4 -5 -6 12 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0054850055900363681 0.0032246743152420897 0.0037940512205939946 -0.0029449642925453586 -0.0010129596449977632 0.0035715001250263773 -0.00011516470346778471 0.0044843419548754966 0.0027936953514980127 -0.0084941782530116618 -0.00011703658389598429 -0.0040965139929737323 -0.00095353979247720972 0.0052617458275976119
leaf_weight=0.0011717346267346575 0.0012681346530619706 0.0013168536884917681 0.001111324371725125 0.0011653009141500588 0.001324168687606501 0.0010146318901092348 0.0010014877268807723 0.0010093186439794621 0.0011373215520089179 0.0010181406417005866 0.0012030815737307243 0.0010947769967944599 0.0010204782795780682
leaf_count=1009 258 413 472 114 380 173 96 103 234 152 67 89 350
internal_value=0 -0.00123478 0.000151106 0.0015373 0.000507581 9.22035e-05 -0.000562845 -0.00130588 -0.00206444 -0.0045372 -0.00044898 0.0016444 0.00258101
internal_weight=0 0.00476521 0.00359348 0.00248215 0.0110915 0.00976737 0.00773226 0.00646413 0.00545481 0.00215546 0.00329935 0.00209626 0.00203511
internal_count=3910 2008 999 527 1902 1522 999 741 638 386 252 185 523
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=17
num_cat=0
split_feature=14 147 11 3 2 124 457 0 3 160 160 43 3 1 43 157
split_gain=0.000267554 0.000173745 0.000196798 0.00022184 0.000307681 0.000188814 0.000206039 0.000196546 0.000191822 0.000181409 0.000148945 0.000182932 0.00020883 0.000101016 9.2204e-05 8.59342e-05
threshold=0.077685000000000018 0.089245000000000005 0.088315000000000018 -0.12008499999999998 0.106035 -0.061329999999999989 -0.0034949999999999994 -0.053834999999999994 0.045635000000000002 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.076695000000000013 0.091310000000000016 -0.08538999999999998 -0.0062799999999999991
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 9 -9 15 11 14 -13 -14 -11 -8
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 12 13 -15 -16 -17
leaf_value=-1.4424687544862582e-05 -0.00086764178310428037 0.00069315733242645357 -0.00072231000870783988 0.00048048825374226922 0.0011519569747645165 -0.00084367658840494436 -1.910820808183666e-05 -0.0010608683909120974 -0.00012084994808937234 0.00037952308345932175 -0.00035719893011566665 -0.00044504368564764565 0.00082138639711466517 7.8033198189188195e-05 0.0010890413920192027 -0.00073444094378694253
leaf_weight=0.0015775293961244287 0.0010402520649383509 0.0011563117864748498 0.0010841427664622918 0.0018360914150918626 0.0012126280700170966 0.001081333855950461 0.0010048411246983144 0.0010012396151561085 0.001920156152451169 0.0011752392797885602 0.001175949883926445 0.0014041497508195909 0.0010046627356723459 0.0012359699120127118 0.0010524829191985172 0.0010319396116136824
leaf_count=135 126 152 120 277 74 275 227 194 137 236 229 992 29 89 99 519
internal_value=0 3.80906e-05 -2.20347e-06 4.18684e-05 0.000492495 -4.23795e-05 -0.000115732 -5.01722e-05 -0.000443019 7.61494e-05 0.000208405 0.000321666 8.14191e-05 0.000411341 0.000714734 -0.000381533
internal_weight=0 0.0199547 0.0187984 0.0177142 0.00279016 0.0149241 0.013088 0.0120066 0.0029214 0.00908524 0.00704845 0.0058725 0.00364478 0.00224063 0.00222772 0.00203678
internal_count=3910 3784 3632 3512 209 3303 3026 2751 331 2420 1674 1445 1110 118 335 746
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=13
num_cat=0
split_feature=49 3 3 16 42 12 1 15 15 12 52 13
split_gain=4.69038e-05 0.000125505 0.000121396 0.000106132 0.000104669 0.000105806 0.000107474 0.000175253 0.000160408 0.000131179 0.0001885 4.24805e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.097615000000000021 -0.52488999999999997 0.091955000000000023 -0.051479999999999991 0.11198000000000001 -0.10192499999999999 -0.074174999999999977 0.080120000000000011 0.083750000000000005 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -2 5 -5 7 -7 -8 -9 -11 -1
right_child=3 2 -4 4 -6 6 8 9 -10 10 -12 -13
leaf_value=0.0015221308114914056 -0.0041421013702020249 -0.0038308389953478424 0.0017256647234520162 -0.0028635077002606879 -0.0028344237800474455 -0.0041630319894076454 0.006634767663977457 0.0037260083257292091 8.1993799249581664e-05 -0.0037780843861034388 0.0027012706058614977 0.0049512599213774114
leaf_weight=0.001083149460918767 0.0010072088755313747 0.0010780335639426547 0.0011994795874284425 0.0011937685546987943 0.0016509654869086331 0.0011152000238915808 0.0010451851288297408 0.0017442974566004039 0.001114795146882501 0.0012956732054902331 0.0012977328297858037 0.001006306258061751
leaf_count=258 101 78 131 222 734 227 114 196 62 1003 692 92
internal_value=0 0.00104679 -0.00090444 -0.000416655 -5.78445e-05 0.000462675 0.000984251 8.56458e-05 0.00325279 0.00117796 -0.000535834 0.00317364
internal_weight=0 0.00436697 0.00227751 0.0114648 0.0104576 0.00880665 0.00761288 0.0054529 0.00215998 0.0043377 0.00259341 0.00208946
internal_count=3910 559 209 3351 3250 2516 2294 2118 176 1891 1695 350
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=16
num_cat=0
split_feature=14 38 124 484 457 160 42 156 160 43 12 3 3 0 2
split_gain=0.000340396 0.000211821 0.000465113 0.000245542 0.000168017 0.000128757 0.00017617 0.000268385 0.000227818 0.000240199 0.000229364 0.000153836 0.000114869 0.000280557 0.000126743
threshold=0.077685000000000018 0.083695000000000006 -0.048219999999999992 -0.0043499999999999988 -0.0034949999999999994 -0.098319999999999991 -1.0000000180025095e-35 0.091280000000000014 0.090735000000000024 0.093240000000000017 0.092365000000000017 -0.078669999999999976 -0.08348499999999999 -0.10071499999999999 0.097775000000000015
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 9 10 12 -12 -8 14 -14
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.0009310272474493998 -0.00099827382452409271 -0.00073938428486285124 -0.00071311656369924458 -0.00056088656078032725 -0.00040780684997753598 -0.00037745580246662343 0.0010703377166126125 -0.00061382654358672103 -0.00037354416808145225 -0.00021814401823022872 -0.0003960628821790114 0.00046675763140212269 0.0011825405168399863 -0.00014338379104785785 0.00039939398767539503
leaf_weight=0.0018440593683335732 0.0010435664541143521 0.0010449494233785708 0.001422730100489762 0.0012924312992471992 0.0014062214299568809 0.0017237796916304534 0.0019175468156618037 0.0010923365679346717 0.0013679318563495088 0.0016683010345737723 0.0011727825379228562 0.0014669581036640955 0.0016102480908326551 0.0012808321326047679 0.0010949779256703984
leaf_count=270 126 87 568 181 411 801 173 218 115 100 150 212 41 372 85
internal_value=0 4.04435e-05 8.04649e-05 -4.24006e-06 5.47584e-05 0.000105112 0.000155215 0.000227675 0.000307057 0.000398229 0.000518591 8.34242e-05 0.000713172 0.000541352 0.000865551
internal_weight=0 0.0214061 0.0203611 0.0185171 0.0170943 0.0158019 0.0143957 0.0126719 0.0115796 0.0102116 0.00854335 0.00263974 0.0059036 0.00398606 0.00270523
internal_count=3910 3784 3697 3427 2859 2678 2267 1466 1248 1133 1033 362 671 498 126
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=12
num_cat=0
split_feature=39 51 3 52 150 4 49 43 39 16 0
split_gain=5.12045e-05 0.000106024 0.000114557 0.0001332 0.000121638 0.000134706 0.000111203 9.03024e-05 7.98702e-05 7.74231e-05 7.62201e-05
threshold=0.005105000000000001 0.12190000000000002 0.10666500000000002 0.092885000000000009 0.086870000000000017 0.24280000000000004 -1.0000000180025095e-35 -0.074254999999999988 0.092870000000000022 -0.16268499999999997 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2 -4 -9
right_child=8 -3 9 -5 -6 -7 7 10 -10 -11 -12
leaf_value=0.004033119043139478 0.0047153599764821275 -0.005033705649074737 -0.00038616905602159725 -0.0052192516363441209 -0.0037036664817103084 0.005602560001378337 0.0012528320218485425 -0.00052883246951554972 -0.00051401663775721071 0.0046538228575199094 -0.006330634424434288
leaf_weight=0.0011221315627395383 0.0012520703359596647 0.0010592958702690435 0.0011901144171248719 0.0013754888201292607 0.001674502521572814 0.0011615112376723302 0.0016325313740565227 0.0010191171813106923 0.0014804002395355214 0.0017471734225455457 0.0010866900377884102
leaf_count=276 215 187 127 633 213 122 600 115 244 138 1040
internal_value=0 -0.000411791 -4.10819e-06 -0.000851059 -7.03911e-05 0.000939896 -0.000174346 -0.00143729 0.00188218 0.00261175 -0.00352282
internal_weight=0 0.0130686 0.0120093 0.00907197 0.00769648 0.00602198 0.00486047 0.00373834 0.00273247 0.00293729 0.00210581
internal_count=3910 3451 3264 2999 2366 2153 2031 1755 459 265 1155
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=16
num_cat=0
split_feature=14 52 52 50 475 159 52 151 13 43 48 3 42 0 0
split_gain=0.000165141 0.000114825 0.000170075 0.000157877 0.00020597 0.000196215 0.000178014 0.000167133 0.000162008 0.000113942 0.000109154 0.000142824 0.00011498 9.67469e-05 5.82688e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.15154999999999999 0.10424500000000002 -0.050754999999999995 -0.026594999999999997 0.11401500000000002 -0.084764999999999993 -0.083514999999999992 -0.0083249999999999973 0.09227500000000001 0.088060000000000013 -1.0000000180025095e-35 -0.069794999999999982 -0.075584999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 -9 11 12 -10 -14 -11
right_child=-2 2 3 -5 5 6 -8 8 10 14 -12 -13 13 -15 -16
leaf_value=-0.00054610688302338996 -0.00073678824072112461 0.00071135510826077653 0.00083191620320430964 -0.00066421156780616033 0.00070604855439342117 -0.00055848149399562934 -0.00078355802507957205 0.0009412907276676243 -0.00053633969560049359 -4.9108011067908049e-05 0.00044938997837423738 -0.0007719094640626365 -0.00015217170029864971 0.00048667058178345271 0.00053210949564234142
leaf_weight=0.0010965137141646887 0.0010006115665285578 0.0013070565246059143 0.0011138086319806432 0.0010794064509681922 0.0012453846578281127 0.0015613325431104276 0.001070304400836432 0.0010047775690034252 0.0011472381749481177 0.0013719577153601809 0.0011194002036595627 0.0011217479359393323 0.0017460428368017578 0.0015084866469455638 0.0010316832285158254
leaf_count=389 135 157 286 377 282 211 248 218 663 292 85 66 284 166 51
internal_value=0 3.38437e-05 7.0331e-05 1.836e-05 6.73405e-05 6.19966e-06 -6.25209e-05 3.93489e-06 9.12983e-05 0.000418781 -7.67302e-05 -0.000183354 -3.33665e-05 0.000143934 0.00020036
internal_weight=0 0.0185251 0.0174286 0.0161216 0.0150422 0.0139284 0.012683 0.0116127 0.0100513 0.00340842 0.00664292 0.00552352 0.00440177 0.00325453 0.00240364
internal_count=3910 3775 3386 3229 2852 2566 2284 2036 1825 561 1264 1179 1113 450 343
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=18
num_cat=0
split_feature=124 14 123 133 50 48 12 3 15 3 150 159 12 4 15 4 15
split_gain=0.000203005 0.000168807 0.00017792 0.000230194 0.000197901 0.000185271 0.000218041 0.000212156 0.000194864 0.00014775 0.000232504 0.000256679 0.000132217 0.000184129 0.000109628 8.09032e-05 9.36926e-05
threshold=0.10385500000000002 0.073890000000000011 0.085195000000000007 0.098810000000000023 0.10119500000000002 0.11930500000000001 -0.036459999999999992 -0.13927999999999999 -1.0000000180025095e-35 0.10223 0.090480000000000019 0.084730000000000014 0.092365000000000017 0.08734500000000002 -0.097794999999999979 -0.056579999999999991 -0.09547499999999999
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 -8 10 11 12 15 -14 -11 -9 -17
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 14 -12 -13 13 -15 -16 16 -18
leaf_value=-0.00047035677566212482 0.0006571916453486042 -0.00064168523141082249 0.00055272739015648127 -0.00076501719895928015 -0.00066547853903461474 -0.00054544671978514034 0.0010115013532152656 0.00072822938605172644 9.5292019507160137e-05 -5.0384423285601227e-06 -0.00072042171997094978 -0.00061857885441503845 -0.00057396546730494524 0.00034484114722079635 0.00063577420563523917 0.00048612670761017339 -0.0001196701637679957
leaf_weight=0.001499755318198963 0.0010396649711349416 0.0010675449317348309 0.0012547382613718452 0.0010138034303034489 0.0010197708204950475 0.0012003145608813206 0.0011944419323155486 0.0010771513390261901 0.0010362801657475282 0.0010723514576727045 0.0010573326934818494 0.001115033503888605 0.00104566719343103 0.0010397450596170144 0.0015759757633101593 0.001393032360329503 0.0010859907245699459
leaf_count=224 49 135 223 553 352 87 98 610 129 46 166 286 339 46 141 145 281
internal_value=0 -4.3739e-05 -9.56944e-06 -5.00554e-05 -5.89303e-06 3.78036e-05 8.71305e-05 0.000153001 0.000585877 6.0705e-05 -4.62568e-05 5.92421e-05 0.00019321 -0.000115867 0.000376299 0.000374459 0.000220744
internal_weight=0 0.0197489 0.0186814 0.0174266 0.0164128 0.0153931 0.0141928 0.012693 0.00223072 0.0104623 0.00781395 0.00675662 0.00564159 0.00208541 0.00264833 0.00355617 0.00247902
internal_count=3910 3861 3726 3503 2950 2598 2511 2287 227 2060 1873 1707 1421 385 187 1036 426
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=13
num_cat=0
split_feature=156 52 2 51 39 50 47 1 16 0 48 13
split_gain=4.49532e-05 7.19604e-05 0.000116018 0.000126603 7.16953e-05 0.000106212 0.000142796 0.000154391 0.000158692 0.000150417 0.000184017 2.21761e-05
threshold=0.091280000000000014 -0.081429999999999989 0.091985000000000011 -0.095859999999999987 0.085060000000000011 0.078570000000000015 0.09252500000000001 0.087545000000000026 0.13514000000000004 -0.087614999999999985 0.08740500000000001 -0.079834999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 11 10 -9 -3
right_child=-2 4 -4 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0030548481396640379 -0.0027345894914737549 -0.0025924882446666797 0.0046234534348221796 -0.0032172036878739267 0.0024308266175300849 -0.0047632801932097355 -0.0041260592787300682 0.0064815508378389215 0.0021237164035346574 -0.0022258531124188007 -0.00019011685621713026 -0.005385589703238769
leaf_weight=0.0011130576984010598 0.001001275026672392 0.0010008483094355509 0.0014955238013854427 0.0011536114338058711 0.0014059592401584062 0.0010482508134459423 0.0014261463603325222 0.0017446552444129321 0.0011933875107193355 0.0010084330593732316 0.0012484291102974332 0.0010005666520596502
leaf_count=80 347 501 348 351 256 599 182 154 66 202 62 762
internal_value=0 0.000169869 0.00175517 -0.000137285 -0.00036858 -0.000775567 -0.000290773 0.000469294 -0.00170556 0.00220569 0.00369877 -0.00398884
internal_weight=0 0.0148389 0.00376219 0.00226667 0.0110767 0.00967072 0.00862247 0.00719632 0.0031948 0.00400152 0.00299308 0.00200141
internal_count=3910 3563 779 431 2784 2528 1929 1747 1329 418 216 1263
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=13
num_cat=0
split_feature=52 52 14 15 457 0 49 47 2 4 15 52
split_gain=4.60167e-05 9.34644e-05 6.87065e-05 9.31476e-05 0.000111654 0.000106532 0.000130134 8.57977e-05 0.000121482 9.84946e-05 8.02905e-05 2.74966e-05
threshold=-0.27466499999999994 -0.11051499999999999 -0.13131999999999996 -0.15202999999999997 -0.0034949999999999994 -0.10575999999999998 -0.047309999999999998 0.085165000000000018 0.08400500000000001 -0.12499499999999999 -0.015439999999999997 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -7 11 -8 -10
right_child=1 2 3 4 5 7 10 -9 9 -11 -12 -13
leaf_value=-0.0028605027841131937 0.0044626737137160441 -0.0037078623126483952 0.0043148586543627528 -0.0051756112316701328 0.0064297855884270141 -0.0066807936827388342 -0.0018144198033101342 0.0026080937321334308 -0.0047204558577231765 0.0022746631186782735 0.0035609151354359238 -0.0011235096313848118
leaf_weight=0.0012621972758444936 0.0011617423363336704 0.0011847122316824511 0.001205441191963059 0.0010049942297030547 0.0012280866317629091 0.001051161586400126 0.0016623328629391792 0.0012148416496612843 0.0010205281781517223 0.0015556358835048345 0.0011264738168887027 0.0010337387554493829
leaf_count=425 278 134 280 233 131 621 163 186 82 1220 113 44
internal_value=0 0.000234512 -0.000135149 0.000214562 -0.000238986 0.000262518 0.00221351 -0.00107122 -0.00203018 -0.000675981 0.000356822 -0.00291042
internal_weight=0 0.0144497 0.0132879 0.0121032 0.0108978 0.0098928 0.00401689 0.00587591 0.00466106 0.0036099 0.00278881 0.00205427
internal_count=3910 3485 3207 3073 2793 2560 407 2153 1967 1346 276 126
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=12
num_cat=0
split_feature=48 48 51 1 0 0 0 4 4 3 43
split_gain=4.11702e-05 0.000110227 9.97153e-05 0.000100068 0.000202768 7.96732e-05 8.99788e-05 6.36309e-05 9.55782e-05 7.89277e-05 3.87202e-05
threshold=0.12862000000000004 0.099240000000000009 0.08955500000000001 0.11235500000000002 -0.10303999999999998 -0.22851499999999997 -0.14534499999999997 -0.026614999999999996 0.05309500000000001 -0.048154999999999996 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 9 -9 10 -8
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=0.00315710416651607 -0.0027614507898447694 0.003824876672412365 -0.0035698316627783655 0.0073424599102890091 -0.0002830052085041217 -0.0049071447351471068 0.00080872436876487067 -0.0051813131501452728 0.00011003584513404613 0.0032488286408898998 -0.0029516279673217896
leaf_weight=0.0010083731671041195 0.0010095060207123358 0.0014770895957109823 0.0015628327674416772 0.0010713183168870634 0.0019484431767673198 0.0010375322269665956 0.0011676903158253198 0.0011400216274344995 0.0016650079850952845 0.0015087366693684965 0.0010143209030510528
leaf_count=88 123 229 373 110 311 150 300 648 350 136 1092
internal_value=0 0.000178478 -0.000231911 0.000219296 0.00242227 -0.000559528 -0.00105702 -0.000442061 -0.00204048 0.000772762 -0.000939298
internal_weight=0 0.0146014 0.0131243 0.0115614 0.00301976 0.00854168 0.00753331 0.00649578 0.00280503 0.00369075 0.00218201
internal_count=3910 3787 3558 3185 421 2764 2676 2526 998 1528 1392
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=13
num_cat=0
split_feature=160 160 1 0 48 49 11 49 42 16 1 0
split_gain=4.31096e-05 9.6323e-05 7.62958e-05 0.000111206 0.000109468 0.00017623 9.64478e-05 7.01197e-05 0.000122909 8.60132e-05 6.65859e-05 0.000105595
threshold=0.084835000000000008 0.091575000000000017 0.12730000000000002 -0.053834999999999994 -0.064549999999999982 -0.00064499999999999985 0.077165000000000025 1.0000000180025095e-35 0.091955000000000023 -0.15168999999999996 0.088495000000000018 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 7 8 9 -7 11 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=0.003649970542077018 0.0053511332049305856 -0.00053970797131149115 0.0056690203248800876 -0.0008484700315990098 -0.0060041335420098815 0.0055835160890716461 -0.0048014825785459422 -0.0033022349489852743 -0.0039136123664948366 0.0052641289897802481 -0.0020795792014229996 -0.00092418132858440832
leaf_weight=0.001057556832888054 0.0010106931360946555 0.0016015157451425097 0.0010554175122586737 0.0013096429229693392 0.0015623021028595358 0.0010438404586512484 0.0010200363228268228 0.0011192003635499088 0.0010233419160888407 0.0012250370477821461 0.0012499901571283792 0.0012372460646060633
leaf_count=145 129 369 180 134 394 74 202 603 457 857 292 74
internal_value=0 0.00173953 -0.000365214 0.00205999 -0.000909477 -0.00141806 -0.000513261 0.000120797 0.000783672 0.00179436 0.000728896 0.00215463
internal_weight=0 0.00261221 0.0129036 0.00236506 0.0105386 0.00948099 0.00791869 0.00689866 0.00577946 0.00475611 0.00371227 0.00246228
internal_count=3910 498 3412 314 3098 2953 2559 2357 1754 1297 1223 931
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=16
num_cat=0
split_feature=14 124 133 47 51 4 1 3 52 3 150 0 4 1 43
split_gain=0.000320768 0.000173275 0.000172949 0.000168905 0.000216587 0.000198814 0.000291279 0.000207996 0.000314744 0.000190409 0.000198018 0.000274893 0.000188774 0.000171007 0.000110576
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.11926500000000002 0.12190000000000002 0.28937500000000005 0.11235500000000002 -0.15464999999999998 0.10599500000000002 0.10666500000000002 0.087235000000000021 -0.10575999999999998 -0.030814999999999995 0.089895000000000017 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 11 13 14 -9 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.00073460674957092091 -0.00097112152303458464 0.00074790658758986262 -0.00070535753207530644 -0.00059218070930970872 -0.00065436024784355567 7.2377373963902476e-05 0.0012643848157930192 0.00015152154029201135 -0.00079998710610988785 0.00068144842953678003 -0.0005932916963078958 -0.00028678644990415638 -0.00054386635400284521 0.0011080561076960839 0.00046151413699229939
leaf_weight=0.0013035329630923789 0.0010173587451073876 0.001065916724777966 0.001003803619408601 0.0011950331661716431 0.0011206892099753949 0.001461368802270435 0.0011596121156500592 0.0012234422621861018 0.0014092166465988739 0.0014931058287901708 0.0014936085897346435 0.001000523836405985 0.0019983500521614916 0.0011376038415675527 0.0016498765519479489
leaf_count=132 126 49 570 112 151 97 254 112 384 108 194 130 660 74 757
internal_value=0 5.14948e-05 1.16918e-05 5.24817e-05 9.93114e-05 0.000154407 0.000599762 6.25634e-05 -1.42428e-05 9.65242e-05 -6.18217e-06 0.000118916 -0.000131719 0.000612401 0.000179031
internal_weight=0 0.0197157 0.0186498 0.017646 0.0164509 0.0153302 0.00262098 0.0127093 0.0114057 0.00999651 0.00850341 0.0070098 0.00464875 0.00236105 0.0026504
internal_count=3910 3784 3735 3165 3053 2902 351 2551 2419 2035 1927 1733 1547 186 887
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=18
num_cat=0
split_feature=14 133 42 376 3 43 41 3 43 52 47 4 160 1 51 13 3
split_gain=0.000336598 0.000197862 0.000173261 0.000332251 0.000224343 0.000230409 0.000218592 0.000160665 0.000232789 0.000258284 0.000196014 0.000191523 0.000278441 0.000191363 0.000168198 0.000146311 0.000127183
threshold=0.077685000000000018 0.10599500000000002 -0.10770999999999999 1.0000000180025095e-35 -0.100615 0.083940000000000015 0.075585000000000013 -0.078669999999999976 -0.069974999999999996 -0.013104999999999999 0.09252500000000001 0.0057500000000000008 0.088785000000000017 0.11198000000000001 0.085845000000000019 0.091035000000000019 0.090325000000000003
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 15 -6 9 -9 11 14 13 -13 16 -4 -10
right_child=-2 -3 3 -5 7 -7 -8 8 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00049313180390366668 -0.00093787895203244307 -0.00066889658942808781 0.0013884881571410122 0.00095150438107869761 -0.00057846738425895554 -0.0002564425744453195 -6.8832741734062023e-05 0.0010718596237172153 -0.00046126821391350283 -0.00011769643682082724 -0.00070525280480837409 -0.00043160681393556995 0.00096751943773396986 0.00046686445722949818 -0.00086694445279915291 0.00052908773880806586 0.00036365730536035054
leaf_weight=0.0015415424561670927 0.0011508654850113089 0.0011669786551132466 0.0010206299874085068 0.0013344053481416053 0.0016433671390201484 0.0012974333196140719 0.0010380133931899849 0.0011699569594705722 0.0011121415844876237 0.0010498662517815114 0.0014558524868735958 0.0016482206652672499 0.0011626704821809386 0.0012741874003201724 0.0011151115238353035 0.0014590602115174267 0.0011549730228985755
leaf_count=201 126 542 94 163 1292 52 66 142 226 211 141 144 33 121 123 137 96
internal_value=0 2.84424e-05 6.81827e-05 0.000113878 5.03763e-05 0.000370693 0.000601999 -7.02499e-05 4.70206e-06 0.000509259 -0.000120817 -6.87331e-06 0.000246849 -3.9868e-05 -0.000313321 0.000882813 -4.1013e-05
internal_weight=0 0.0216444 0.0204774 0.0189359 0.0176015 0.00481514 0.0035177 0.0127863 0.011143 0.00221982 0.00892316 0.0074673 0.00408508 0.00292241 0.00338223 0.00247969 0.00226711
internal_count=3910 3784 3242 3041 2878 349 297 2529 1237 353 884 743 298 265 445 231 322
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=17
num_cat=0
split_feature=14 124 133 50 47 158 156 484 1 15 0 49 15 2 4 3
split_gain=0.000280809 0.000160321 0.00021619 0.000149876 0.00020925 0.000189503 0.000169951 0.000195556 0.000235445 0.000174647 0.000183332 0.000218765 0.000166041 0.000127506 0.000103349 8.61678e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.11896000000000002 0.085745000000000002 0.091280000000000014 0.085815000000000016 0.11561500000000001 -0.095799999999999982 -0.230625 -0.085974999999999982 -0.03231499999999999 0.099675000000000014 -0.076854999999999993 -0.013944999999999997
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 9 13 -11 -12 -13 -1 15 -14
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 11 12 14 -15 -16 -17
leaf_value=-0.00063365126699848511 -0.00089153665314070847 0.00070617387082089666 -0.00077396918813818017 -0.00061418265778227484 -0.00071655519986119488 -0.00060838413538638917 -0.00051335945616476245 0.00096843547354290359 0.00072549510874233831 0.00088307572914395928 -0.00058363643562620406 0.00067786675429055694 0.00048477500791445176 0.00014264028746922952 -0.00031532612195476356 -0.00014557711227905328
leaf_weight=0.0016699185298971924 0.0011188614062300753 0.0010262826088406262 0.0011133540650003102 0.0010685091271612898 0.0010037266092766109 0.0010590129587417672 0.0010745061341698248 0.0010198940231480888 0.0019907271561517411 0.001051713554254265 0.001260992408920027 0.0018280242949562592 0.0017939334933574007 0.0011114980222121373 0.0016223661150502966 0.0011054366984566415
leaf_count=201 126 49 570 323 87 313 283 184 238 45 94 283 599 85 381 49
internal_value=0 2.17841e-05 -1.37368e-05 3.1622e-05 7.08477e-05 0.000118493 0.000168063 0.000218718 0.000161802 6.3745e-05 0.000188063 9.2021e-05 0.000226199 -0.000323433 4.36013e-05 0.000244442
internal_weight=0 0.0207999 0.0197736 0.0186603 0.0175917 0.016588 0.015529 0.0144545 0.0134346 0.0114439 0.00866247 0.00761075 0.00634976 0.00278142 0.00452174 0.00289937
internal_count=3910 3784 3735 3165 2842 2755 2442 2159 1975 1737 1451 1406 1312 286 1029 648
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=16
num_cat=0
split_feature=14 124 4 123 484 157 3 2 3 43 12 1 15 2 1
split_gain=0.000259163 0.000125804 0.000201737 0.000158373 0.00018428 0.000225456 0.000190254 0.000230064 0.000243266 0.00020416 0.000301128 0.000171657 0.000159773 0.000125843 0.000122437
threshold=0.077685000000000018 0.10143000000000002 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 -0.07453499999999999 -0.100615 0.11203000000000002 0.11265500000000002 0.083940000000000015 0.09258000000000001 0.11235500000000002 -0.053579999999999996 0.084065000000000015 0.094890000000000016
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 9 8 12 10 -7 -9 14 -14 -8
right_child=-2 -3 3 -5 5 6 7 11 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.00063095919164202706 -0.00086481773316918491 0.00063772433707457376 -0.0006508410117749342 0.000607153265149202 0.00069408958564544702 0.0012834763317289891 -0.00017731561627489924 -0.0011130126954636652 0.00074945460301395158 -0.0003003867685666432 5.9112657949885254e-05 -0.00019006147205869153 -7.2900944931422602e-05 -0.0008626685264201988 0.00048474407207219295
leaf_weight=0.0013779509540164199 0.0010025223013514764 0.0010213249376974784 0.0011821189540680349 0.0014738691275564186 0.001539418020670349 0.0011085869418501178 0.0018786315832163111 0.0010869472649601489 0.0011639242559826068 0.0010691754788538788 0.0013511687834145691 0.0013947977459100591 0.0012427497420606291 0.0012043633201302903 0.0015417234370803598
leaf_count=174 126 55 546 275 315 106 387 185 82 44 141 158 480 723 113
internal_value=0 4.27526e-05 1.01098e-05 6.13564e-05 1.03253e-05 6.3926e-05 -1.04553e-05 -0.000138536 2.23249e-05 0.000334818 0.000610921 -0.000594293 -0.000121915 -0.00046159 0.000121107
internal_weight=0 0.0196368 0.0186154 0.0172375 0.0157636 0.0145815 0.0130421 0.00951314 0.00703139 0.00352893 0.00245976 0.00248175 0.00586747 0.00244711 0.00342036
internal_count=3910 3784 3729 3555 3280 2734 2419 2128 1785 291 247 343 1703 1203 500
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=13
num_cat=0
split_feature=3 1 2 2 12 47 13 4 52 4 2 1
split_gain=4.59253e-05 7.76087e-05 0.000144638 0.000166434 0.000103123 0.000132784 0.0001261 0.00011516 0.000100592 9.78348e-05 7.10036e-05 6.57147e-05
threshold=-0.15464999999999998 0.085990000000000011 0.10393500000000001 0.096540000000000015 -1.0000000180025095e-35 0.10887000000000001 -0.084084999999999979 0.0057500000000000008 -0.012244999999999997 0.053925000000000008 0.087005000000000013 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 8 6 -6 -8 -3 -9 -2 -11
right_child=1 4 -4 -5 5 -7 7 9 -10 11 -12 -13
leaf_value=0.0019322488761175784 -0.00020173390043003048 0.0055991795402915044 -0.0058383151439828978 0.0036162418945751645 0.004566743108031227 -0.0042668862569679705 -0.0035453146393722833 0.0036638694962748694 0.00019065680477245352 0.0013313869501371161 -0.0047802054663142928 -0.0032667298516234964
leaf_weight=0.001816225622278054 0.0011888909372231703 0.0011160530249184741 0.0010724164909792855 0.0011717562968182327 0.0010323012465087988 0.0012259038207753647 0.0014256852390385957 0.0012998343905643583 0.0012153556805313877 0.0010964952457653276 0.0011063372667800258 0.0010104459450533398
leaf_count=259 717 202 343 210 217 147 520 59 238 78 861 59
internal_value=0 -0.000266521 -0.00166368 -0.000372371 0.000406607 -0.000373676 0.000440117 -0.000441405 0.00277973 0.000857535 -0.00240863 -0.000873776
internal_weight=0 0.0139615 0.0045394 0.00346698 0.00942207 0.00709067 0.00586476 0.00483246 0.00233141 0.00340678 0.00229523 0.00210694
internal_count=3910 3651 2131 1788 1520 1080 933 716 440 196 1578 137
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=13
num_cat=0
split_feature=52 52 2 376 48 49 42 42 1 14 48 0
split_gain=4.43869e-05 8.82457e-05 0.000161537 8.10486e-05 0.000103212 9.74695e-05 0.000108836 0.000100057 0.000111677 0.000137284 6.24706e-05 5.06953e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.048375000000000008 -0.064549999999999982 -0.052649999999999995 0.091330000000000008 0.083610000000000004 0.087545000000000026 -0.076254999999999989 0.092065000000000022 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 -7 -10 11 -11
right_child=1 3 -4 -5 5 6 -8 -9 9 10 -12 -13
leaf_value=-0.0024963505547751291 -0.00038117798550507139 0.003368839642559004 0.0062592094068743328 0.0032625992566845271 -0.0046711756370417627 -0.0036046619121237757 -0.0043311111239702623 0.0040670032459545436 -0.0038054745532556458 0.0055278653260478457 -0.00074197475599044218 0.0012079458816228095
leaf_weight=0.0012610077417288803 0.0016867635187935827 0.001062651753646616 0.0011907181706830305 0.0010807894455037359 0.001304391595064046 0.0016894061592725024 0.0012601176935329939 0.0010218428752096654 0.0010101496795552334 0.001066832785831218 0.0010192207304320355 0.0010053341089969444
leaf_count=425 347 142 199 112 219 794 625 594 78 77 81 217
internal_value=0 0.000204386 0.00236665 -0.000335673 -0.000708182 -0.0011702 -0.000604522 8.47616e-05 -0.000617926 0.000612298 0.00205586 0.00343201
internal_weight=0 0.0143982 0.00287748 0.0115207 0.0104399 0.0093773 0.0080729 0.00681279 0.00579094 0.00410154 0.00309139 0.00207217
internal_count=3910 3485 546 2939 2827 2685 2466 1841 1247 453 375 294
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=12
num_cat=0
split_feature=484 1375 52 52 51 160 49 12 52 13 2
split_gain=4.23553e-05 5.16967e-05 6.25539e-05 9.46489e-05 0.000123381 7.50415e-05 0.000104432 0.000165361 0.000163569 0.000109486 9.72441e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.048794999999999991 -0.085254999999999984 -0.095859999999999987 -1.0000000180025095e-35 -0.029304999999999998 0.092365000000000017 0.10062000000000001 -0.083924999999999986 0.088405000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 9 -8 -11
right_child=1 2 5 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.0027315042705716242 -0.0025830273212083437 0.0039696245046522798 -0.0032422746107347127 0.0057556584330391179 -0.0016873162922773522 0.0040221941730704735 0.0030472510916309948 -0.0039061225927953191 0.0061837675004776955 0.0007626252227396483 -0.0054973294674702574
leaf_weight=0.001097711860476914 0.0012613140410031804 0.001378234396431241 0.0014262758374312045 0.0010006281411924734 0.0018795115980689645 0.0013176193018626953 0.0011868663033121419 0.0019387152990272679 0.0010152996380463283 0.001002060179091029 0.0010460211977419344
leaf_count=612 146 290 553 203 450 135 311 484 97 459 170
internal_value=0 0.000194597 0.000460187 0.00189251 0.000705931 -0.000222615 0.000351131 -0.000430432 0.00115498 -0.000423329 -0.00243454
internal_weight=0 0.0144525 0.0131912 0.00425837 0.00325775 0.00893286 0.00750658 0.00618896 0.00425025 0.00323495 0.00204808
internal_count=3910 3298 3152 943 740 2209 1656 1521 1037 940 629
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=11
num_cat=0
split_feature=52 376 43 4 47 1 0 16 1 4
split_gain=4.07815e-05 7.62577e-05 8.63922e-05 0.00010051 0.000113816 0.000110508 9.97009e-05 8.19594e-05 0.000134619 0.000273286
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 0.076710000000000014 -0.074514999999999984 -0.0083999999999999995 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 -2 8 9 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.0024430377877198328 -0.00072647486088044946 0.0037955576125906286 -0.0044846690706309153 -0.0032472419295769602 -0.0040620270213424644 -0.0023449066783220933 0.004211831485021059 0.00438083373354694 -0.0027663637310180941 0.0061679489271121747
leaf_weight=0.001254942894314816 0.0015254071357073307 0.0010829774856856442 0.0012468157933080678 0.0013015358416059702 0.0012907884438364799 0.0014010871952195021 0.0017289993067154679 0.0013174310286833621 0.0016941603044413 0.0016025813057578553
leaf_count=425 629 130 133 1187 220 394 218 233 215 126
internal_value=0 0.000204866 -9.17771e-05 -0.000748617 -0.000207447 0.000472557 0.00189715 0.00127742 0.000407115 0.00219705
internal_weight=0 0.0141918 0.0131088 0.0098544 0.00860758 0.0073168 0.00325441 0.00601526 0.00469783 0.00300367
internal_count=3910 3485 3355 2508 2375 2155 847 968 735 520
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=11
num_cat=0
split_feature=2 49 49 51 16 4 15 0 0 13
split_gain=4.08435e-05 0.000179106 0.000102699 9.92936e-05 7.10544e-05 0.000125471 0.000163121 9.18969e-05 8.45419e-05 8.10476e-05
threshold=0.11462500000000002 0.0052300000000000011 0.024250000000000004 0.08955500000000001 -0.52908499999999992 0.15045000000000003 0.05377500000000001 -0.12329499999999999 -0.074514999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.0034500699307462523 0.0039516304882240448 -0.0025144802389479143 0.0031005152927867071 -0.0041349885224036126 0.0032281969418189527 0.0033413443226542432 -0.0050985787099529015 -0.0036229245342813661 0.0020761605040597614 -0.0016741964400111802
leaf_weight=0.0010388185832909081 0.0017348650575365844 0.0011639891089306412 0.0012768003703719629 0.0012300684222465328 0.0012787395640483923 0.0015735410301296153 0.0011234426349279458 0.0011574077156972194 0.0019989460061204979 0.001763904679605419
leaf_count=87 392 207 595 269 109 195 1204 488 184 180
internal_value=0 0.00135527 -0.000325516 -0.000717313 -0.000294156 7.43722e-05 -0.000627677 0.000182583 -0.00060895 0.000318112
internal_weight=0 0.00289885 0.0124417 0.0111649 0.0099348 0.00889598 0.00732244 0.006199 0.00492026 0.00376285
internal_count=3910 599 3311 2716 2447 2360 2165 961 852 364
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=12
num_cat=0
split_feature=475 42 43 48 0 42 3 49 4 1 2
split_gain=4.01848e-05 6.43194e-05 0.000110023 0.00012553 0.000137775 0.000109876 7.8577e-05 6.30881e-05 9.74689e-05 7.80883e-05 5.77745e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.086125000000000021 -0.066689999999999985 1.0000000180025095e-35 -0.115685 -0.073619999999999977 0.17888000000000001 0.087545000000000026 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9 -11
right_child=1 2 5 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.0020393956990410059 -0.0020116785678213371 -0.0019131886309684994 0.0032958399240245267 0.0061114119499173763 0.0041914134636601239 -0.0042332063512861059 -0.0033303333089065019 -0.0037787421537259628 0.0034090632012035329 0.002870007750151725 -0.0014328281321468463
leaf_weight=0.0015403367933824854 0.0019485928805465314 0.001434821818510353 0.0012756289032018753 0.001150293198975084 0.0011908775229589204 0.0010771399688734515 0.00102359301620214 0.0011014111004626018 0.0012876100623911129 0.0010165435100102371 0.0011949582092738442
leaf_count=621 994 570 99 258 172 715 79 95 157 57 93
internal_value=0 0.00022077 0.000590903 0.00245665 0.000855534 -0.000292279 0.000322951 -0.000351343 0.000311468 -0.000892456 0.000545022
internal_weight=0 0.0137015 0.0117529 0.00377599 0.0026257 0.00797688 0.00689974 0.00562412 0.00460052 0.00331291 0.0022115
internal_count=3910 3289 2295 1000 742 1295 580 481 402 245 150
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=16
num_cat=0
split_feature=14 38 3 48 484 0 0 3 16 3 12 0 12 52 151
split_gain=0.000187428 0.000171818 0.000248242 0.000175146 0.000200674 0.000205932 0.000323254 0.000243674 0.000199754 0.000214112 0.000182428 0.00016546 0.000391622 0.000164016 0.000103997
threshold=0.073890000000000011 1.0000000180025095e-35 0.16699000000000003 0.12862000000000004 -0.0043499999999999988 -0.10575999999999998 -0.074249999999999997 -0.115685 -0.073459999999999984 -0.075404999999999986 0.085325000000000012 -0.053834999999999994 -1.0000000180025095e-35 0.092550000000000007 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 10 13 9 -6 -7 -9 -13 -8 -11
right_child=-2 -3 -4 -5 5 6 7 11 -10 14 -12 12 -14 -15 -16
leaf_value=-0.00062127275262630901 -0.00071478893851711586 -0.00066769664476126246 0.00076320721310896321 -0.00064262167206614266 0.0007288780810605686 -0.00018978682273283382 0.00098046373815589231 0.00035999636455961141 0.00083112600336321255 -0.00052042008315343309 -0.0011321232674029633 0.00046770388517439725 -0.00089147029542865355 5.8392986598078393e-05 0.00016727485815917729
leaf_weight=0.0012350707652450171 0.0010928676830579678 0.0010271676620872963 0.0014214408669298148 0.0011751091571639274 0.0012824736461185954 0.0015119818125968821 0.0013898408407936602 0.0015034696454679225 0.0018813114936714294 0.0011888450370269865 0.0010589772819701894 0.0010544126863522175 0.0016456517545336653 0.0010096407217359271 0.0015176386803378537
leaf_count=558 135 91 162 105 91 393 159 371 118 64 1198 89 232 30 114
internal_value=0 2.57867e-05 6.3524e-05 6.54365e-06 5.34031e-05 0.000108791 -5.41593e-05 0.000149779 0.000363448 0.000142877 -0.000577935 -0.000102926 -0.000360694 0.00059248 -0.000134801
internal_weight=0 0.019903 0.0188759 0.0174544 0.0162793 0.0150442 0.00917397 0.00660302 0.00587027 0.00398896 0.00257096 0.00420353 0.00270006 0.00239948 0.00270648
internal_count=3910 3775 3684 3522 3417 2859 2472 881 387 269 1591 692 321 189 178
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=13
num_cat=0
split_feature=484 1 12 43 52 12 1 48 151 4 3 16
split_gain=4.13866e-05 5.77293e-05 8.98734e-05 7.1629e-05 0.000146286 9.87841e-05 0.000114022 0.000148107 0.00011069 0.000130007 0.000104806 0.000103024
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.11097000000000001 0.099240000000000009 -0.079634999999999997 -0.0025899999999999994 -0.032959999999999996 -0.094359999999999986
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 10 -10 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.0024608132394539277 0.0031849478169128243 0.0027967287182905243 -0.0037114004217406889 0.0037372662651512772 -0.0041891851061041149 0.0040273636532544618 -0.0031000628325496757 0.0052809477558279257 -0.0015271665273429325 -0.0062889129809592251 0.0039957603880580936 -0.00049697952371397858
leaf_weight=0.0010811467416256436 0.0012507603707256369 0.0012953732753274621 0.001060393158608502 0.001023618671764915 0.0013020000137167293 0.0011542364065984254 0.0016423033780566393 0.0010221121860505555 0.0012228025314398518 0.0010330696736845432 0.0011081114813525355 0.0010453387566916653
leaf_count=612 156 216 117 255 476 281 241 111 985 149 132 179
internal_value=0 0.000179449 -8.40892e-05 0.000241755 -0.000107058 0.00046743 -4.00204e-05 0.00073852 -0.000116058 -0.0010106 0.00109842 -0.00337585
internal_weight=0 0.0141601 0.0128647 0.0118044 0.0105536 0.00925159 0.00809736 0.00645505 0.00543294 0.00440932 0.00233091 0.00207841
internal_count=3910 3298 3082 2965 2809 2333 2052 1811 1700 1445 1117 328
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=11
num_cat=0
split_feature=16 16 51 0 16 42 1 48 49 52
split_gain=4.53613e-05 0.000112783 9.37984e-05 8.85775e-05 0.000116406 9.46168e-05 0.000132747 7.04749e-05 5.43647e-05 6.65065e-05
threshold=-0.063614999999999991 -0.0083999999999999995 0.094915000000000013 0.16242500000000001 0.061570000000000007 0.084685000000000024 0.11167500000000001 0.092150000000000024 -0.029304999999999998 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 6 -6 8 -1 -10
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=0.0026109583905188564 -0.003808142241893435 0.0022150960197505122 0.0040904533821616122 0.0035458099328241999 -0.0062484892921510025 0.0010161812582349826 -4.9192051266604615e-05 -0.0024632738240741138 -0.0018897668102084912 0.0021808568031822053
leaf_weight=0.0018176984009456551 0.0015713688924092794 0.0016881717245412976 0.001180354012295522 0.0010448462364211625 0.0012937962766660441 0.0012175271626724987 0.0010658001629877401 0.001411288000411794 0.0017073948010775321 0.0011274703184312087
leaf_count=201 549 546 243 46 354 324 87 138 619 803
internal_value=0 -0.000690119 0.000735761 8.63397e-05 -0.000600158 -0.00192878 -0.00344834 8.27559e-05 0.000855057 -0.000270816
internal_weight=0 0.00788151 0.00724421 0.00631014 0.0052653 0.00357712 0.0023596 0.00606385 0.00465256 0.00283487
internal_count=3910 1906 2004 1357 1311 765 441 1761 1623 1422
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=11
num_cat=0
split_feature=4 0 1 157 16 16 0 2 151 42
split_gain=4.53848e-05 9.47821e-05 0.000102847 9.00714e-05 0.000145046 0.000180413 0.000105216 0.000161025 0.000113614 7.5208e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.077044999999999988 -0.055679999999999993 0.51388000000000011 -0.15713499999999997 1.0000000180025095e-35 -0.0088999999999999982 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 6 -6 8 -8 -5 -2
right_child=1 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.0022697743209671604 -0.0044585787957919518 0.0029004133434298923 0.0035844510020201039 -0.0036722909267704593 -0.0043926890447095459 0.0017838320471118404 0.00033320839273883607 0.0058377908676624157 0.0014425865787656823 -0.00016671973485465135
leaf_weight=0.0011790602026674922 0.0012461817619646171 0.0016380865674329179 0.0011114060102279397 0.0010980887057510103 0.001922734691324199 0.0010589846540383502 0.0019356685370750118 0.0012714201519999965 0.0014619459806362173 0.0011189487571101045
leaf_count=176 882 164 180 90 495 64 468 239 135 1017
internal_value=0 0.000186027 -0.000177675 0.000362121 -4.72264e-05 -0.00219904 0.00106531 0.00251545 -0.000751364 -0.00242809
internal_weight=0 0.0138635 0.0122254 0.00986025 0.00874884 0.00298172 0.00576712 0.00320709 0.00256003 0.00236513
internal_count=3910 3734 3570 1671 1491 559 932 707 225 1899
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=12
num_cat=0
split_feature=52 376 43 13 4 47 1 48 160 1 13
split_gain=4.68466e-05 6.64543e-05 5.91045e-05 9.68573e-05 8.37409e-05 9.6613e-05 7.74013e-05 7.16262e-05 0.000111407 0.000107247 6.29786e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 0.17936000000000002 -0.23071499999999998 0.09252500000000001 0.076710000000000014 0.085875000000000021 -1.0000000180025095e-35 0.10915500000000002 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 -6 8 -8 -10 -2
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0025545298464212779 0.00085777198367808886 0.0034670299798484172 -0.0039332231502555342 -0.0018054299996755072 -0.0025271848100511633 -0.003586691126365052 -0.00065579043879332498 -0.0011375063717540533 0.0062928527775948425 0.00058569995029619131 0.0055420803366832121
leaf_weight=0.001214058115580177 0.0010389673404780442 0.0010640402266747688 0.0011969277571253567 0.0010498443229276155 0.0012643363043934753 0.0012412505179728939 0.0015848404754962124 0.0017316147156768141 0.0014596164345268491 0.0010274403517517388 0.0010637820846920295
leaf_count=425 351 130 133 182 1187 220 294 148 380 146 314
internal_value=0 0.000218857 -5.41732e-05 0.00155153 -0.000586691 -0.000104622 0.000506896 0.00116789 0.00214829 0.00393514 0.00322757
internal_weight=0 0.0137227 0.0126586 0.00315259 0.00950603 0.0083091 0.00706785 0.00580351 0.0040719 0.00248706 0.00210275
internal_count=3910 3485 3355 847 2508 2375 2155 968 820 526 665
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=12
num_cat=0
split_feature=484 1375 1 12 52 12 2 12 4 2 4
split_gain=4.09098e-05 4.90665e-05 5.40327e-05 0.000100723 7.44784e-05 8.07035e-05 9.10438e-05 0.000152881 0.000149835 0.0001073 5.50197e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.097345000000000015 0.092340000000000019 0.084100000000000022 -0.00072999999999999985 0.11165000000000001 -0.05171499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 -8
right_child=1 2 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0023422408451516771 -0.0021978407992833673 0.0032771807543194942 0.0028458017899176732 -0.0035367578356895945 -0.0020863632771290198 0.0037519232417977848 0.0017704844107024663 -0.0046113736058480039 -0.0025809897814329757 -0.00072956522646568404 0.0056098976240477726
leaf_weight=0.0010456278882768543 0.0011983194795315384 0.0015010952935960139 0.0012229256680611937 0.0010218831355398019 0.0014435380445494686 0.0012884657647469749 0.0012686434842916205 0.0011611077941485644 0.0011649762862957153 0.0015316284956314596 0.0010048700049537923
leaf_count=612 146 245 211 116 460 323 159 1029 135 251 223
internal_value=0 0.000172298 0.000397546 0.000134593 0.000496574 0.000914538 0.000435539 -0.000899287 0.000717373 0.0017781 0.00346747
internal_weight=0 0.0138075 0.0126091 0.0113862 0.0103643 0.00892079 0.00763232 0.00382718 0.00266607 0.00380514 0.00227351
internal_count=3910 3298 3152 2941 2825 2365 2042 1409 380 633 382
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=11
num_cat=0
split_feature=52 2 0 0 0 3 3 16 52 16
split_gain=4.62466e-05 5.86868e-05 0.000128097 0.000126728 9.81154e-05 0.000126287 9.67117e-05 9.16236e-05 7.85725e-05 4.01001e-05
threshold=-0.27466499999999994 0.10910500000000002 -0.13506999999999997 0.12500000000000003 -0.06402999999999999 0.090325000000000003 0.12046500000000002 -0.114825 -0.077699999999999977 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 7 -3 -2 -9 -6
right_child=1 2 -4 -5 9 -7 -8 8 -10 -11
leaf_value=-0.0025984051284895122 0.0008144366436445569 0.0025571479554876036 0.004313060134906027 -0.0043351451583700301 0.004578032132338314 0.0029381217372157482 -0.0031126788739841019 -0.00071441566489406194 -0.0053828405293826357 0.0009487955877044282
leaf_weight=0.0012029124558298682 0.0015752862507656105 0.0010403124521128357 0.0018379147850570154 0.0013247569616890035 0.0010987536201668632 0.0013832179491997387 0.0012765741883662973 0.0012173798413976258 0.0015763577016111984 0.0012287949745216353
leaf_count=425 364 90 456 76 134 123 110 322 1687 123
internal_value=0 0.000225581 0.00159182 -0.000378006 0.000270804 -0.000696766 -0.000566852 -0.00184756 -0.00334856 0.00266203
internal_weight=0 0.0135593 0.0041548 0.00940455 0.00807979 0.00575224 0.00231689 0.00436902 0.00279374 0.00232755
internal_count=3910 3485 656 2829 2753 2496 200 2373 2009 257
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=18
num_cat=0
split_feature=14 124 133 47 50 158 42 49 2 156 484 42 15 4 151 4 2
split_gain=0.000417763 0.000244025 0.000237603 0.000234012 0.000232418 0.000220688 0.000189098 0.000251725 0.000205493 0.000134648 0.000154678 0.00015847 0.000115457 0.000288087 0.00022945 0.000160447 0.000135137
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.11926500000000002 0.09660500000000001 0.084965000000000027 0.098285000000000011 -0.085174999999999987 0.097135000000000013 0.090135000000000007 0.042570000000000004 -1.0000000180025095e-35 -0.095799999999999982 0.25367000000000006 -0.029339999999999995 -0.0010999999999999996 0.088055000000000008
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 -1 10 11 -9 13 -13 -14 16 -16
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 14 -15 15 -17 -18
leaf_value=-0.00088389360194806102 -0.0010369648603274645 0.0008128777941771464 -0.00078345842714191115 -0.00067442823806266922 -0.00068006852184792157 -0.00061086075294843566 0.00087741007262192574 -0.00032947325703457667 0.00015116156940866331 -0.00030949572331574813 0.00090742858912315439 -0.0004814163042466212 0.0010810921786207229 0.00059953981014565895 0.00094591908650275259 -0.00019668444630789448 0.00017250242544202961
leaf_weight=0.0011003405872041247 0.0010502366776635455 0.001097995742185001 0.0010219938504003592 0.0011779900065700391 0.0010110810993262517 0.0010043865388926635 0.0010699198693182406 0.0012078220610935051 0.0010496088368712186 0.0011038752147436359 0.0010712271755083875 0.0014195047962149362 0.0012859179976901468 0.001344537531237866 0.0011311653184048589 0.001365620084148274 0.0014358289298980198
leaf_count=107 126 49 570 112 378 321 175 586 70 253 225 125 144 115 255 126 173
internal_value=0 4.601e-05 1.22382e-06 4.63303e-05 9.74751e-05 0.000147903 0.000200154 0.00014654 -0.000378578 0.000245874 0.000305617 0.00023547 0.00032095 4.44027e-05 0.000467425 0.000266764 0.000513314
internal_weight=0 0.0198988 0.0188008 0.0177788 0.0166008 0.0155898 0.0145854 0.0135154 0.00214995 0.0113655 0.0102616 0.0091904 0.00798257 0.00276404 0.00521853 0.00393261 0.00256699
internal_count=3910 3784 3735 3165 3053 2675 2354 2179 177 2002 1749 1524 938 240 698 554 428
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=13
num_cat=0
split_feature=457 150 2 11 151 4 15 12 13 0 3 12
split_gain=4.32643e-05 7.4892e-05 0.000124895 7.01188e-05 6.19122e-05 0.000105338 9.56177e-05 0.000146037 0.000254223 4.79121e-05 4.67619e-05 5.08543e-06
threshold=-0.0034949999999999994 0.08486500000000001 0.088895000000000016 0.077165000000000025 -0.030624999999999996 0.25367000000000006 -0.038029999999999987 -1.0000000180025095e-35 -0.0088749999999999992 -0.050064999999999991 -0.0066499999999999988 0.09277500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 10 -8 11 -10 -6 -9
right_child=1 2 -4 -5 5 -7 7 8 9 -11 -12 -13
leaf_value=-0.002355736068451708 -0.0026506763061152267 -0.0012416479955258172 0.0041719231099075728 -0.0031356627139938202 -0.00061462267465128904 0.0033484955066318306 0.0046851369634715034 0.0033514443106810931 -0.0014434035683172943 -0.0051382688927880385 -0.004344313607075872 0.0021202191888477313
leaf_weight=0.0010891962832835474 0.0011154624931986332 0.0010618929526106666 0.0016123518384823024 0.0011449267036352248 0.0010181074422841623 0.0015200247949823604 0.001081853997057452 0.0010129190106781425 0.0010233717035361355 0.0010875560014015138 0.0010021047970274278 0.0010030639749053008
leaf_count=316 219 159 206 246 711 321 81 683 428 134 104 302
internal_value=0 0.000182456 0.00202229 -0.000264451 6.87979e-05 0.00041552 -0.000201192 0.000676705 -0.00037409 -0.00334701 -0.0024647 0.00273884
internal_weight=0 0.0136836 0.00267424 0.0110094 0.00986446 0.008749 0.00722898 0.00520876 0.00412691 0.00211093 0.00202021 0.00201598
internal_count=3910 3594 365 3229 2983 2764 2443 1628 1547 562 815 985
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=17
num_cat=0
split_feature=14 52 376 1 52 157 16 15 0 2 1 48 0 15 133 42
split_gain=0.000310265 0.000133844 0.000118788 0.000183579 0.00018774 0.000202106 0.000281875 0.000282765 0.000147882 0.000163822 0.000157427 0.000151737 0.000116863 0.000143052 0.000113709 7.63423e-05
threshold=0.077685000000000018 -0.40083499999999994 0.088415000000000007 1.0000000180025095e-35 -0.11051499999999999 -0.077044999999999988 -0.055679999999999993 -0.061694999999999993 -0.15713499999999997 1.0000000180025095e-35 0.11052000000000002 0.091555000000000011 -0.089879999999999974 0.024640000000000006 0.017095000000000003 1.0000000180025095e-35
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 8 -8 10 15 11 -7 -3 14 -14 -10
right_child=-2 2 -4 4 5 6 7 -9 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00050086415896882992 -0.00088064848213950187 -0.00070832975086648244 0.00060110610445633628 0.00077585384944054705 0.0007596223125181284 -0.0002727399729495371 -0.0010996515625223014 4.6979578688489033e-05 0.00042379371271240602 0.00082088076312041925 -0.00060908485363512838 0.00057671167217080723 -2.0283778477792299e-05 0.00037173713146543014 -0.00069990575438517793 -0.00017853973009028626
leaf_weight=0.0011149271191238331 0.0010014975679501761 0.0010114124889833973 0.0010402475189031637 0.0011270855035721986 0.0010267444261474199 0.0010666974562867377 0.0010446507771793637 0.0011907417985008925 0.0010696964667965673 0.0014102740068140935 0.0010051342207565601 0.0011105380238867202 0.0015342781786003997 0.0011809299292663469 0.0010891275403273346 0.0011087523080797017
leaf_count=389 126 451 77 142 134 73 185 237 214 193 80 38 154 848 319 250
internal_value=0 3.90478e-05 7.44234e-05 4.01296e-05 0.000153395 8.34711e-05 6.3895e-06 -0.000488868 0.000169893 0.000393745 -8.25432e-05 0.000160538 -0.000222359 -9.316e-05 -0.000302434 0.000117228
internal_weight=0 0.0181312 0.0170163 0.0159761 0.0111603 0.0100332 0.00900649 0.00223539 0.00677109 0.00358872 0.00318237 0.00217724 0.00481575 0.00380434 0.00262341 0.00217845
internal_count=3910 3784 3395 3318 1546 1404 1270 422 848 657 191 111 1772 1321 473 464
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=11
num_cat=0
split_feature=484 15 132 12 51 52 42 4 1 16
split_gain=3.86015e-05 4.6433e-05 7.38956e-05 8.06183e-05 0.000111219 9.6385e-05 0.000181513 7.41891e-05 0.000149277 7.34332e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.079995000000000011 -0.036459999999999992 -0.09021499999999999 0.10701500000000001 0.083815000000000014 0.0057500000000000008 0.11052000000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 -3
right_child=1 9 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0022849263729010885 -0.0022485362878413378 0.00047815083508488438 0.0035833700692582218 0.0039747678699637258 -0.0012972362441670399 0.0030805836054815625 -0.0048329191576020822 0.0045659133049027207 -0.001446478174843177 -0.003593600884914035
leaf_weight=0.0010375267653759358 0.0016876096381397273 0.0015519574564077307 0.0010692042828437517 0.0013048597399018787 0.0019019357833041789 0.0013008474056155654 0.0012074726886125015 0.0014047403091766372 0.0011110776232491279 0.0011648607178302009
leaf_count=612 380 519 222 275 294 220 334 148 72 834
internal_value=0 0.000167135 0.000521898 0.000191876 0.00069224 7.38173e-05 -0.000621505 0.000529571 0.00191062 -0.00126765
internal_weight=0 0.0137046 0.0109877 0.00991854 0.00823093 0.00692607 0.00562523 0.00441775 0.00251582 0.00271682
internal_count=3910 3298 1945 1723 1343 1068 848 514 220 1353
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=16
num_cat=0
split_feature=14 38 124 484 3 42 15 0 0 49 4 3 43 3 2
split_gain=0.000323693 0.00019819 0.000305841 0.000193799 0.000171286 0.000210795 0.000252482 0.000161542 0.000190129 0.000159544 0.000132298 0.000236295 0.000135948 0.000151699 0.000171006
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.100615 0.092145000000000019 -1.0000000180025095e-35 -0.053834999999999994 -0.017269999999999997 -0.085974999999999982 -1.0000000180025095e-35 0.086245000000000016 -0.013304999999999999 0.092005000000000017 0.11230000000000001
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 -11 -12 -14 -15
right_child=-2 -3 3 4 7 -7 -8 8 -10 10 12 -13 13 14 -16
leaf_value=0.0008432437711488707 -0.0009955265537409106 -0.00074278241586886895 -0.00067562604175486023 0.0011444145437868318 -0.00059018655076334241 -0.00033797407799289562 0.00015206009379506804 -0.0010158161190724942 -3.6449721304567212e-05 2.4668302831786369e-05 0.00051532155991752566 0.0011726581642607097 -0.000633886917630378 0.00058036256398607904 -0.00032626735587983101
leaf_weight=0.0015726677173455847 0.0010496512517645376 0.0010165089624621084 0.0012583124801229242 0.0014846697643049328 0.0010793153316603727 0.0010730451763418802 0.0019414697917587908 0.0011140554450842794 0.0015630589644661111 0.0014051879779974387 0.0012722900503563637 0.0010121311769094588 0.0014533280831129335 0.0012613997893167195 0.0014879450099811037
leaf_count=269 126 91 568 137 124 56 207 163 143 1380 225 47 216 67 91
internal_value=0 3.64824e-05 7.82199e-05 9.09924e-06 6.24559e-05 0.000362652 0.000582083 -5.34913e-05 -0.000444004 6.30372e-05 0.000152369 0.000505331 -3.47141e-06 -0.000160527 8.96946e-05
internal_weight=0 0.0199954 0.0189789 0.0174062 0.0161479 0.00449918 0.00342614 0.0116487 0.00267711 0.0089716 0.00789228 0.00241732 0.00547496 0.00420267 0.00274934
internal_count=3910 3784 3693 3424 2856 400 344 2456 306 2150 2026 1427 599 374 158
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=16
num_cat=0
split_feature=14 124 133 50 47 158 47 47 1 2 3 150 0 42 16
split_gain=0.000277872 0.000157369 0.000199221 0.000182952 0.000188456 0.000152674 0.000159942 0.00014485 0.000244232 0.000195455 0.000345368 0.000208975 9.67426e-05 0.000126452 7.26901e-05
threshold=0.077685000000000018 0.10385500000000002 0.099765000000000006 0.10424500000000002 0.117025 0.084710000000000021 0.10561500000000001 0.086425000000000016 0.11235500000000002 0.11230000000000001 0.10666500000000002 0.087235000000000021 -0.13027499999999997 0.084685000000000024 -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 5 6 7 8 9 10 11 12 -1 14 -14
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00059473715886200571 -0.00084723089920864247 0.00066235331875305018 -0.00070504502736131456 -0.00064327920993864749 -0.00061145708360965331 -0.00048311343039040362 0.00079317837795956259 -0.00037106794107952078 0.00073760944515113987 -0.00046966931139681023 0.0010941553529692702 -0.00049364305253760316 0.00013497548332316045 0.00043515793799388681 -0.00044118549240272197
leaf_weight=0.0013566137333699815 0.0010412037509926466 0.0010756765322787942 0.0010470456807371705 0.0010114655219149093 0.0010038964312444323 0.0010339509097043948 0.0011088539637898369 0.0014316229271528315 0.0019228655274580444 0.0015048982266234459 0.0010263458927894931 0.0015232764351186256 0.0011897923636493743 0.0016676580602282207 0.0012655865343411741
leaf_count=114 126 49 580 338 107 321 73 151 303 182 59 184 591 483 249
internal_value=0 4.04729e-05 3.50225e-06 4.70225e-05 9.05647e-05 0.00013745 0.000183289 0.000130818 0.000193532 8.38017e-05 0.000187537 5.46633e-05 0.000207086 7.95358e-05 -0.000161998
internal_weight=0 0.0191695 0.0180939 0.0170468 0.0160354 0.0150315 0.0139975 0.0128887 0.011457 0.00953417 0.00802927 0.00700293 0.00547965 0.00412304 0.00245538
internal_count=3910 3784 3735 3155 2817 2710 2389 2316 2165 1862 1680 1621 1437 1323 840
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=15
num_cat=0
split_feature=14 124 4 0 13 457 0 43 160 51 42 15 151 2
split_gain=0.000265025 0.000169794 0.000219687 0.000144501 0.000152662 0.000188744 0.000242076 0.000149236 0.000141483 0.000240673 0.000143788 0.000245922 0.000210353 0.000133994
threshold=0.077685000000000018 0.10143000000000002 -0.49837999999999999 1.0000000180025095e-35 -0.10241499999999999 -0.0015249999999999997 -0.053834999999999994 0.083940000000000015 -1.0000000180025095e-35 -0.0084849999999999978 0.088345000000000021 -0.073314999999999991 -0.044604999999999992 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -6 8 -5 9 -7 11 12 -10 -4
right_child=-2 -3 3 7 5 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.00074866174299434234 -0.00093273420491213311 0.00078685823006301061 -0.00014959741080177531 0.00091516836208496103 -0.00083416768605154275 0.00021823745130087989 -0.00086926236681883235 9.5425729823796532e-06 -0.0002702784465579738 -0.0010157352762959022 0.0006594143049298961 -0.00051583595357032738 0.00072838977947214598 0.0007169072913251924
leaf_weight=0.0013058106893054601 0.001054141124805035 0.0010181419458624745 0.0010304055359924508 0.0012961577736156664 0.0011687112817859212 0.0012383061422757387 0.0011003677644807934 0.0012890710025956764 0.0012001564676816304 0.0010270193760497726 0.0017998470435938848 0.0018139746856253133 0.0019934832642942283 0.0016471420907099889
leaf_count=174 126 55 125 193 277 263 187 36 105 509 536 855 290 179
internal_value=0 3.82053e-05 -4.35284e-06 5.41806e-05 -2.13172e-05 -0.000116873 -3.44687e-05 0.000463597 6.67769e-05 -0.000341203 0.000202541 3.83302e-05 0.000353094 0.000383449
internal_weight=0 0.0189286 0.0179105 0.0166046 0.0140194 0.0113419 0.0101732 0.00258523 0.00907279 0.00226533 0.00680746 0.00500761 0.00319364 0.00267755
internal_count=3910 3784 3729 3555 3326 3022 2745 229 2558 772 1786 1250 395 304
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=16
num_cat=0
split_feature=14 52 1 475 52 16 4 457 0 151 16 0 1 43 13
split_gain=0.000360363 0.000126846 0.000135486 0.000238029 0.000174915 0.000183242 0.000167483 0.000145888 0.000133848 9.20531e-05 0.000288699 0.000136562 9.90415e-05 5.55724e-05 5.01918e-05
threshold=0.077685000000000018 -0.40083499999999994 1.0000000180025095e-35 -0.048844999999999993 -0.14794999999999997 -0.055679999999999993 -0.084009999999999987 -1.0000000180025095e-35 -0.11991499999999998 -0.081709999999999991 -0.50388999999999984 -0.15713499999999997 0.11377000000000002 -0.091114999999999988 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 7 13 -6 -7 -9 -11 -12 -13 -3 -8
right_child=-2 2 3 4 5 8 14 9 -10 10 11 12 -14 -15 -16
leaf_value=-0.00054653794162076675 -0.0010513791796327838 -0.00018418223110171415 0.0010113846013608909 0.00079978305788990162 -0.00043791326069182973 0.00015698319453063509 -0.00026090851197608963 -0.00018477916376437455 -0.00064343094247327885 0.0012148154006979418 -0.00032862238704766165 4.6544343114453625e-05 0.00072467038039473 0.00033384195044034744 -0.00077051018952829775
leaf_weight=0.0010854550647556782 0.0010026261624989088 0.0010457696063750355 0.001004579309691161 0.0010424608329696007 0.0010057119340691773 0.0010462545053726291 0.0013150157911477056 0.0010513294626314455 0.0017799466726099219 0.0010620322565870954 0.0011982526002067319 0.0013371236305965862 0.0013807297264576785 0.0017397554970424748 0.0011363211892004427
leaf_count=389 126 129 209 105 69 80 568 105 339 124 56 342 187 270 812
internal_value=0 4.22125e-05 7.94858e-05 0.000184177 0.000107966 3.48332e-05 -0.000158579 0.000188273 -0.000347119 0.00029272 0.000393563 0.000170842 0.000391047 0.00013936 -0.000497135
internal_weight=0 0.0182307 0.0171453 0.0119084 0.0109038 0.00986138 0.00523686 0.00703518 0.0028262 0.00602947 0.00497814 0.00391611 0.00271785 0.00278553 0.00245134
internal_count=3910 3784 3395 1616 1407 1302 1779 883 419 814 709 585 529 399 1380
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=11
num_cat=0
split_feature=52 52 2 39 42 49 160 2 0 15
split_gain=4.3618e-05 5.89104e-05 0.00012484 6.34456e-05 8.35525e-05 8.69191e-05 6.52762e-05 0.000128121 0.000119081 0.000113292
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.085060000000000011 0.091330000000000008 -0.07107999999999999 -1.0000000180025095e-35 0.11043500000000002 0.012625000000000003 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 9 -8
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0025250391130641802 -0.00042542344585773715 -0.0038510904074481431 0.0055533353250483237 0.0025502283608740072 -0.0036946121468939379 -0.0019126156371475664 -0.001516320639456282 0.0048627508607939967 -0.0038959262325291601 0.0038506462675272093
leaf_weight=0.001208954796241178 0.001630180131254406 0.0010277598232489903 0.001124388215644017 0.0013596309216695234 0.0014456180296648176 0.0017119422143508749 0.001384024144099059 0.0013522439433501267 0.0011110843820949512 0.0016342690184811741
leaf_count=425 347 146 199 279 601 678 176 165 50 844
internal_value=0 0.000209414 0.00201505 -0.000241655 -0.000634326 -9.62124e-05 0.000440255 0.00117507 -3.25316e-05 0.00138965
internal_weight=0 0.0137811 0.00275457 0.0110266 0.00966694 0.00822132 0.00719356 0.00548162 0.00412938 0.00301829
internal_count=3910 3485 546 2939 2660 2059 1913 1235 1070 1020
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=12
num_cat=0
split_feature=47 47 42 51 43 16 1 3 42 48 4
split_gain=4.21621e-05 0.00014802 7.02763e-05 0.000127853 0.000116625 7.08854e-05 0.000137113 0.000170705 0.000103208 7.34029e-05 4.85215e-05
threshold=0.13177500000000003 0.10783500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.15648499999999999 -0.53257999999999994 0.099595000000000017 0.096385000000000012 0.084100000000000022 0.086065000000000016 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 9 10 -7
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.0035949641500268585 -0.0030404480217510834 0.0056240117162627539 -0.0044704350439947341 0.005413470915629541 -0.0035368813908997561 0.003357903475248435 0.0082181685806960343 0.00026538551270666698 -0.0052437553000149201 -0.0033451808389262407 -0.00054414468783247152
leaf_weight=0.001364947602871769 0.0010330901244884347 0.0011233909311149639 0.0012900263009708391 0.0011382470898448965 0.001114752843191417 0.0015834074301301349 0.0010953687705154138 0.0016119850966909753 0.0010285109472215111 0.0010230115451679289 0.0014990828255400431
leaf_count=1015 84 166 470 118 119 112 328 176 1089 89 144
internal_value=0 0.000214715 -0.000261918 0.000137702 0.000726607 0.000130946 0.000652376 0.003483 -0.000840319 0.000262831 0.00146025
internal_weight=0 0.0138727 0.0127493 0.0113844 0.0100944 0.00895612 0.00784137 0.00270735 0.00513401 0.0041055 0.00308249
internal_count=3910 3826 3660 2645 2175 2057 1938 504 1434 345 256
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=17
num_cat=0
split_feature=14 133 50 15 158 47 42 133 12 49 3 12 0 52 151 52
split_gain=0.000204072 0.000145009 0.000193515 0.00019883 0.000163509 0.000174285 0.000218051 0.000149076 0.000178765 0.00019245 0.000130542 0.000189243 0.000169866 0.000198163 0.000136927 4.92459e-05
threshold=0.073890000000000011 0.10599500000000002 0.10625000000000001 -0.26361999999999991 0.08413000000000001 0.13206500000000002 0.098285000000000011 0.085760000000000017 -0.0089849999999999982 -0.085974999999999982 -0.100615 0.091650000000000023 -0.083564999999999987 1.0000000180025095e-35 -0.0088999999999999982 -0.062489999999999997
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 -11 13 14 -12 -16
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 12 -13 -14 -15 15 -17
leaf_value=0.00072535777683060585 -0.00072219045701281512 -0.00057370276785966576 -0.00063894592239609671 -0.00049139338073204736 -0.00057275518475218814 -0.00056200026108021561 0.00081927978640188351 0.00059062320566119107 -0.00045243523166553533 0.0010149735455405322 -0.0004504637235618488 4.1725448793603054e-05 -0.00036442666533287543 0.00087610130888717171 2.8591316640353495e-05 0.00053860292285633812
leaf_weight=0.0012606200896269062 0.0010469753309061405 0.0010395348185553181 0.0010152706248798609 0.0016029275997579842 0.0010644987074023326 0.001015574021368427 0.0011712572553607701 0.0013608696186681113 0.001429658270453645 0.0011166475488320103 0.0010090686236970021 0.00103749916180957 0.0016903418180216397 0.0010305445512397322 0.0010001754385411234 0.0010391422329165626
leaf_count=246 135 540 330 158 293 42 155 397 115 98 120 122 595 315 76 173
internal_value=0 2.19747e-05 5.66768e-05 9.86432e-05 4.78956e-05 9.34483e-05 0.0001428 7.84705e-05 1.48549e-05 0.000101616 0.000201585 0.000546229 7.29015e-05 0.000254134 4.387e-05 0.00028847
internal_weight=0 0.0188836 0.0178441 0.0168288 0.0155682 0.0145037 0.0134881 0.0123169 0.010956 0.00935308 0.00792342 0.00215415 0.00576927 0.00407893 0.00304839 0.00203932
internal_count=3910 3775 3235 2905 2659 2366 2324 2169 1772 1614 1499 220 1279 684 369 249
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=11
num_cat=0
split_feature=150 151 151 4 52 15 3 3 15 0
split_gain=4.15543e-05 0.000150103 8.73909e-05 0.000118487 7.22957e-05 8.1342e-05 9.9611e-05 9.72505e-05 5.94601e-05 6.2215e-05
threshold=0.08486500000000001 -0.051109999999999996 -1.0000000180025095e-35 0.40359500000000004 0.11401500000000002 -0.024209999999999999 -0.074234999999999982 -0.12817999999999996 0.05377500000000001 -0.0046249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -7 9 -9
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11
leaf_value=-0.0042212557714184943 0.005884226237687913 -0.0015172583545887495 0.0012067322971002793 0.0045793785830981464 -0.0042453115682980092 -0.0027736071659303662 -0.0054888471811559867 0.0073041709306447909 9.8838799545111777e-05 0.0015611693834608944
leaf_weight=0.00153186193467397 0.0013725069852799209 0.0017841692176069892 0.0011549344538955638 0.0014302974195246664 0.0013372430241027546 0.0012510641771098967 0.0013816077197886631 0.0010814581503371806 0.0015015420032089928 0.0010550892762047461
leaf_count=412 270 183 470 290 493 204 296 97 1089 106
internal_value=0 0.00170087 -0.000474067 8.9069e-05 -0.000643845 4.71893e-06 -0.00244023 0.00127318 0.00266479 0.00446811
internal_weight=0 0.00315668 0.0117251 0.0101932 0.00876294 0.0074257 0.00253654 0.00488915 0.00363809 0.00213655
internal_count=3910 453 3457 3045 2755 2262 766 1496 1292 203
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=15
num_cat=0
split_feature=14 133 133 147 52 15 15 159 3 15 15 4 1 2
split_gain=0.000272889 0.000150419 0.000152917 0.00011736 0.000149114 0.000174523 0.000124737 0.000138093 0.000182615 0.000170371 0.000194703 0.000160968 0.000293693 4.76859e-05
threshold=0.077685000000000018 0.10599500000000002 0.083815000000000014 0.088565000000000019 0.28122000000000008 -0.26361999999999991 -0.11739999999999999 0.090705000000000022 -0.097604999999999983 0.024640000000000006 -0.017214999999999998 0.053925000000000008 0.094485000000000013 0.093470000000000011
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 13 10 11 12 -10 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00056730584135932178 -0.00084470246837565826 -0.00058231060812989892 0.0004963695963455183 0.00054639383639348729 -0.000585578071115473 -0.00050849635180649408 0.00069995001209676398 -0.00054420770831550835 -0.00037474451747032271 -0.00061960577604513621 0.0005758262485632147 -0.00060769013604176751 0.00064803005410585843 0.00023089478029632946
leaf_weight=0.0014254637747651037 0.0010041837892661989 0.001008488454300834 0.0019986403828743072 0.0010387369113351594 0.0011717282271172013 0.001356735357799582 0.0012461140300055774 0.0010474612658551681 0.0016562462792246539 0.0011721857046502956 0.0014968910968293225 0.0012477370809492773 0.0013900884513779431 0.0010971326472014598
leaf_count=199 126 542 702 138 224 194 87 189 213 769 146 134 120 127
internal_value=0 3.36763e-05 6.94912e-05 1.38971e-05 -2.47619e-05 2.52626e-05 -4.07173e-05 2.0579e-05 8.41473e-05 -4.91777e-05 6.62863e-05 -0.000111337 9.19629e-05 0.000480333
internal_weight=0 0.0183536 0.0173452 0.0153465 0.0143078 0.0131361 0.0117106 0.0103539 0.0093064 0.00696315 0.00579096 0.00429407 0.00304633 0.00234325
internal_count=3910 3784 3242 2540 2402 2178 1979 1785 1596 1382 613 467 333 214
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=16
num_cat=0
split_feature=14 124 484 3 457 0 13 4 2 15 160 15 1 3 1
split_gain=0.000298112 0.000159011 0.000168432 0.000185314 0.000242146 0.000248217 0.000219852 0.000281467 0.000177902 0.000135934 0.000100676 0.000197808 5.64957e-05 4.55466e-05 4.51875e-05
threshold=0.077685000000000018 -0.061329999999999989 -0.0043499999999999988 -0.100615 -0.0034949999999999994 -0.10131499999999999 -0.083354999999999985 0.070230000000000015 0.10274500000000002 -0.03231499999999999 0.086110000000000006 -0.10192499999999999 0.095575000000000007 0.13772500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 10 13 14 9 -4 11 -6 -13 -7 -8
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.00052619687967270766 -0.00095713977896929496 -0.00066748011219556385 0.00057796868010869668 -0.00092794916265054599 1.1603471462045066e-07 -8.9035170065941192e-05 -0.0012201122853205861 0.00012365937712602494 0.00080350933489421056 -0.00022455495919243475 -0.00018009595955053209 0.00050879192406266631 0.0011075038768540704 0.00044242105456551907 -0.0006914336653557658
leaf_weight=0.001981434889755415 0.0010365800623237933 0.0012092623355889577 0.0010948994116253691 0.001028605838523375 0.0019719251208232466 0.0010503459225577978 0.0011030836833160057 0.0012275034176525285 0.0017086968141365733 0.0018848585310988165 0.0012360418463828182 0.0010565519210953807 0.0010130623298808122 0.0010663781101776931 0.0010220448542962446
leaf_count=301 126 569 78 172 147 456 1102 139 179 149 71 67 91 59 204
internal_value=0 3.9591e-05 -1.49648e-05 3.29617e-05 -8.83046e-05 -7.94098e-06 -0.000278369 -0.000566949 0.000337535 7.03289e-05 0.000272314 0.000410676 0.000801857 0.000178706 -0.000965853
internal_weight=0 0.0196547 0.0176733 0.016464 0.0117755 0.0107469 0.00546936 0.00335263 0.00468845 0.00297976 0.00527758 0.00404154 0.00206961 0.00211672 0.00212513
internal_count=3910 3784 3483 2914 2508 2336 1960 1445 406 227 376 305 158 515 1306
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=16
num_cat=0
split_feature=14 124 4 157 14 15 42 457 160 160 43 16 3 15 1
split_gain=0.000343178 0.000216388 0.000263735 0.000179413 0.000228326 0.000287063 0.000158801 0.000152487 0.000184236 0.000158271 0.000177995 0.000203396 0.000219821 0.000192407 0.000190287
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 -1.0000000180025095e-35 -0.0034949999999999994 0.099550000000000013 -1.0000000180025095e-35 0.083940000000000015 -0.055679999999999993 -0.074234999999999982 -0.095799999999999982 0.086430000000000021
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 9 -9 11 13 -13 -11 -15
right_child=-2 -3 3 4 5 6 7 8 -10 10 -12 12 -14 14 -16
leaf_value=-0.00070267561118849309 -0.00092769643527000482 0.00077154641362353095 0.00055242603279636877 -0.00063430180991110832 0.000880102108735361 -0.00054033210973525249 -0.00050246781248726034 -0.00037502608073615857 -0.00050904292245215483 0.00017007944727694151 -0.00025106289602657507 0.00053990612342364841 -0.00042390182819024546 0.00037371652367980136 0.0013220180675522321
leaf_weight=0.0013976625768626029 0.0010862406048165732 0.0010667339552265604 0.0018049318967270781 0.0014627332808517654 0.0011027638009730471 0.0014060980495189312 0.0012276269409552459 0.0011689284164824671 0.00115388773932528 0.0015057194832663896 0.0014309471510755012 0.0012820329634967847 0.001371990328184104 0.001009270914812674 0.0014355104492718655
leaf_count=174 126 49 440 121 260 871 177 492 165 62 96 170 165 293 249
internal_value=0 3.83706e-05 -3.31913e-06 5.29785e-05 -4.96578e-06 6.03457e-05 -9.23533e-06 5.522e-05 0.000121315 0.000200339 0.000284037 0.000399973 4.16681e-05 0.000640689 0.000930534
internal_weight=0 0.0198268 0.0187601 0.0173624 0.0155575 0.0140948 0.012992 0.0115859 0.0103583 0.0092044 0.00803547 0.00660452 0.00265402 0.0039505 0.00244478
internal_count=3910 3784 3735 3561 3121 3000 2740 1869 1692 1527 1035 939 335 604 542
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=15
num_cat=0
split_feature=38 12 133 41 3 457 156 160 133 160 0 42 16 12
split_gain=0.000241363 0.000211662 0.000145352 0.000206694 0.000207263 0.000262144 0.000191425 0.000143386 0.000129542 0.000356869 0.000251487 0.000239021 0.00022986 0.000112184
threshold=1.0000000180025095e-35 -0.083349999999999994 0.087485000000000021 0.078150000000000011 -0.12008499999999998 -0.0034949999999999994 0.085790000000000019 0.090735000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 0.083725000000000008 -0.095109999999999986 0.08598500000000002
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 8 -7 -10 11 12 -11 -3
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.00070040129376964752 -0.00081995004406943881 0.00091614045986994515 -0.00048530499520371982 -0.0006621579104363908 -0.00079376118440082234 -0.0003380635641985337 -0.00057773473849770461 -0.00044352087091743413 -0.00044068162831315287 0.0007918336689186899 -0.00014222344663373889 0.0011789474690653342 -0.00013863461784632347 0.00023319113496405531
leaf_weight=0.0012820782953595128 0.0010246514451299335 0.0011164547227950844 0.0017472071379078689 0.0011608632050012493 0.0011371163285790542 0.0010873721005747296 0.0012011655257600099 0.0010824499414312386 0.0015596948933977251 0.0017562942129442215 0.0014884952179555983 0.0016852427194330444 0.0013826032491113804 0.0018825412655050222
leaf_count=280 95 83 892 140 186 808 265 182 319 113 102 102 157 186
internal_value=0 2.99314e-05 -1.70731e-05 3.23878e-05 8.48132e-05 -1.27171e-05 6.62755e-05 0.000143307 0.000214204 0.000290486 0.000471139 0.000660393 0.000381986 0.000487437
internal_weight=0 0.0195696 0.0182875 0.0165403 0.0153794 0.0123804 0.0112433 0.0100422 0.0089597 0.00787233 0.00631264 0.00482414 0.0031389 0.002999
internal_count=3910 3815 3535 2643 2503 2234 2048 1783 1601 793 474 372 270 269
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=12
num_cat=0
split_feature=484 1375 1 12 52 133 12 156 43 2 3
split_gain=4.21879e-05 4.84275e-05 5.65965e-05 9.99035e-05 7.17425e-05 6.83128e-05 0.000101471 0.000116097 8.85808e-05 9.11648e-05 6.78672e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.087170000000000011 -0.0089849999999999982 0.083950000000000011 -0.074254999999999988 0.092340000000000019 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 10 -10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.002823196306161551 -0.0025994364624585421 -0.0020373379900904915 0.003428021112700992 -0.0042170999264119699 -0.0024024866634191526 -0.0025429622115101633 0.0029563153413013324 -0.001736417606071774 -0.00056565271591223665 0.0042587744465589087 0.0083215643816887241
leaf_weight=0.001067770957901999 0.0012142536265850748 0.0014291330252328939 0.0012457529332947663 0.0010279721231249888 0.0014995488100634042 0.0010064650455779986 0.0010178733544899676 0.0012610672572891252 0.001754632926669014 0.0016130456930806905 0.0010057175438339481
leaf_count=612 146 251 211 116 460 564 188 280 721 270 91
internal_value=0 0.000196867 0.000460872 0.000142647 0.000565948 0.00105575 0.00150394 0.00226471 0.00320062 0.00174514 0.00562283
internal_weight=0 0.0140755 0.0128612 0.0116155 0.0105875 0.00908793 0.00808147 0.00665234 0.00539127 0.00336768 0.00202359
internal_count=3910 3298 3152 2941 2825 2365 1801 1550 1270 991 279
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=15
num_cat=0
split_feature=14 52 1 157 4 0 16 3 0 2 1 151 4 4
split_gain=0.000131698 0.000126617 0.000125074 0.000177908 0.000164414 0.000164364 0.000186681 0.000121457 0.0001053 0.000291189 0.000215681 0.000137145 7.74862e-05 4.4511e-05
threshold=0.064610000000000015 -0.40083499999999994 0.077800000000000022 -0.073574999999999988 -0.084009999999999987 -0.017269999999999997 -0.055679999999999993 0.082730000000000012 -0.15007499999999999 1.0000000180025095e-35 0.11215000000000001 -0.0088999999999999982 -0.49837999999999999 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 12 6 8 -8 10 -10 11 -5 -3 -6
right_child=-2 2 3 5 13 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00054481680893808432 -0.00059606186907498748 -0.0002321003686297018 0.00079741882937239546 -0.00015408462321537183 -0.00073225576498047308 0.00072192497351467955 -6.0608064240017046e-05 -0.00084126226474234465 9.4099806234335185e-06 0.0011747964487929074 -0.00066300187289773226 0.00068987509565439549 0.00037301807462832801 -0.00025865541296513805
leaf_weight=0.0010317890341054589 0.0010229718509728583 0.0010114968535065508 0.0012847517011775342 0.0011344812876643573 0.0010804857940579947 0.0011683410967043518 0.001507026700046897 0.0010084760246673596 0.0017609965819833375 0.001030209172922066 0.0010723581226027359 0.0012023051586748119 0.0017537844335388511 0.0013573143093680269
leaf_count=389 138 40 192 66 1002 179 349 70 427 169 87 58 364 380
internal_value=0 4.67567e-05 8.40385e-05 0.000187907 -0.000138926 0.000108683 2.64788e-05 -0.000373576 0.000188782 0.000439544 -1.65265e-05 0.000280143 0.000151675 -0.000468565
internal_weight=0 0.0174038 0.016372 0.0111689 0.00520308 0.00988419 0.00871585 0.0025155 0.00620035 0.00279121 0.00340914 0.00233679 0.00276528 0.0024378
internal_count=3910 3772 3383 1597 1786 1405 1226 419 807 596 211 124 404 1382
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=13
num_cat=0
split_feature=52 1 12 159 12 0 0 16 4 47 1 2
split_gain=4.73672e-05 6.02211e-05 9.22491e-05 0.000100118 0.000100989 9.90861e-05 8.75139e-05 0.000124438 5.83786e-05 5.67138e-05 3.90822e-05 2.92802e-05
threshold=-0.27466499999999994 0.11235500000000002 0.099370000000000014 0.082325000000000023 0.085185000000000025 -0.077944999999999987 -0.10131499999999999 -0.071799999999999989 -0.060264999999999992 0.084155000000000021 0.13084000000000004 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 11 -8 10 -3 -2
right_child=1 9 -4 -5 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.002733991102844079 0.00093609465617848356 0.0048267102064345271 -0.0041701934674451598 -0.003390022119057143 0.00040578604211630604 0.0067450361951856847 -0.0003293039045586627 0.0051585085831115738 -0.0049158565951702895 -0.00043310077744933073 0.0010722509235418325 -0.0024829524174589789
leaf_weight=0.0012122802808232939 0.001036389100181237 0.0012951049584729042 0.0011563671042155608 0.0013983581722258704 0.0010323968985477357 0.0010021115135609787 0.0013096534589045168 0.0011303459064508428 0.0010165904444437469 0.0014746488055408136 0.0010238586346795195 0.0010299173379767212
leaf_count=425 89 187 370 387 1027 322 237 114 275 149 240 88
internal_value=0 0.000225868 -0.000352981 0.000139897 0.000793043 0.00352823 -0.000214537 0.00132758 -0.00233367 0.00176883 0.00316906 -0.000768075
internal_weight=0 0.0139057 0.0101121 0.00895576 0.0075574 0.00203451 0.0055229 0.00319665 0.00232624 0.00379361 0.00231896 0.00206631
internal_count=3910 3485 2909 2539 2152 1349 803 291 512 576 427 177
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=17
num_cat=0
split_feature=14 150 484 157 1374 457 0 2 42 160 43 3 4 2 2 0
split_gain=0.000299852 0.000155712 0.000275957 0.000289554 0.000217645 0.000244303 0.000216482 0.000258083 0.000196515 0.000289576 0.000174777 0.000230192 0.000159695 0.000152508 0.000133661 0.000131015
threshold=0.077685000000000018 0.077110000000000012 -0.0043499999999999988 -0.073574999999999988 -0.088294999999999985 0.084715000000000013 -0.017269999999999997 0.093655000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.022820000000000003 0.10836000000000003 1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 12 8 -8 -5 -10 11 -11 -6 -9 -12 -16
right_child=-2 4 3 6 5 -7 7 13 9 10 14 -13 -14 -15 15 -17
leaf_value=-0.00086272669123583828 -0.00088607271462512623 -0.00038980571639310024 0.0006908502969989194 -0.00081075527475868111 -0.00030930885238778319 0.0010238438663250967 0.00097786739263346274 -0.00033979277541966386 -0.00092554126839971217 -0.00011364502913738264 -0.00065203261417705089 0.00098819574558919984 0.00062044056296564642 0.00047461286245239467 -0.00041147171448130431 0.0003039338434455739
leaf_weight=0.0011179469977240725 0.0010811301180251856 0.0010185066069076099 0.001648838323638561 0.0013648563761759118 0.0011342782358193795 0.0015282903594033281 0.0010788381075405211 0.001635849930434502 0.0010813017516553879 0.001144456902118729 0.0012138124679768668 0.0010680636313491745 0.00102446706210918 0.0011347381567903547 0.0012479873102511114 0.0018539258462222099
leaf_count=553 126 62 282 824 219 128 101 79 342 146 233 93 97 97 66 462
internal_value=0 3.65258e-05 -4.56144e-05 1.75038e-05 0.000308676 0.000501625 -6.90725e-05 0.000269565 -0.000214326 -0.00010735 2.81711e-05 0.000418253 0.000131919 -6.24007e-06 -0.00017181 1.6106e-05
internal_weight=0 0.0202962 0.0155906 0.0144727 0.00470554 0.00368704 0.0128238 0.00384943 0.0089744 0.00760955 0.00652825 0.00221252 0.00215875 0.00277059 0.00431573 0.00310191
internal_count=3910 3784 3278 2725 506 444 2443 277 2166 1342 1000 239 316 176 761 528
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=17
num_cat=0
split_feature=14 52 124 123 133 475 160 12 457 12 4 160 150 42 1 160
split_gain=0.000275288 0.000175549 0.000186468 0.000203406 0.000248761 0.000184281 0.000236589 0.0001503 0.00016963 0.000286528 0.000240913 0.000214813 0.000145119 0.000252405 0.000133855 0.00010629
threshold=0.077685000000000018 -0.40083499999999994 0.10230000000000002 1.0000000180025095e-35 0.095090000000000022 -0.050754999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 0.092365000000000017 0.15045000000000003 0.090735000000000024 0.081245000000000026 0.083725000000000008 0.095575000000000007 -0.087874999999999995
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 15 -8 -9 11 -11 12 13 14 -10 -7
right_child=-2 2 -4 -5 -6 6 7 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00061104340372598604 -0.0008730183202121833 0.0006492712279039534 0.00079134674360723369 0.00059710682299478498 -0.00081964303822054608 -0.00019550359224553267 -0.00052635298157799456 -0.00049791875809156226 -0.00032492856565386201 -0.00088289611618665674 0.00017415383906774898 -0.00021420728517287065 0.0011206435025520396 0.0010833189737707387 0.00048096653933742405 -0.00092014597311186608
leaf_weight=0.0011528809448551848 0.0010249502791331013 0.0012826753765717786 0.0010027679293804588 0.0016853385632493731 0.0010745712957989538 0.001343287629260905 0.0010720272823443759 0.0010563303268405775 0.0011028942598380539 0.0010354185623934371 0.0015975668738153481 0.0011873379313956274 0.00116594518973126 0.0011562643402826672 0.0013184130333502991 0.0010514547323282573
leaf_count=389 126 334 48 288 540 442 146 79 422 298 83 124 85 229 72 205
internal_value=0 3.48342e-05 7.59002e-05 3.40177e-05 -2.74291e-05 3.18133e-05 -2.87049e-05 7.99134e-05 0.000147473 0.000227081 -0.00024153 0.000435119 0.00059765 0.000427204 0.000113885 -0.000513671
internal_weight=0 0.0192852 0.0181323 0.0171295 0.0154442 0.0143696 0.0130869 0.0106922 0.00962017 0.00856384 0.00263299 0.00593085 0.00474352 0.00357757 0.00242131 0.00239474
internal_count=3910 3784 3395 3347 3059 2519 2185 1538 1392 1313 381 932 808 723 494 647
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=11
num_cat=0
split_feature=150 151 151 4 43 43 3 42 0 16
split_gain=4.73098e-05 0.000133567 0.000132446 0.000104235 6.12891e-05 0.000106194 0.000117267 0.00010773 9.16713e-05 8.60916e-05
threshold=0.077110000000000012 -0.051109999999999996 -0.030624999999999996 0.40359500000000004 0.0050750000000000005 -0.074254999999999988 0.086245000000000016 -1.0000000180025095e-35 -0.070894999999999986 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -4 -9 -6
right_child=1 -3 3 -5 9 6 -8 8 -10 -11
leaf_value=-0.004925084495869602 0.0040364263273389798 -0.0011380218167650548 -0.0030641536218654827 0.0033934653988241595 -0.001208056123389749 -0.0060207990913912282 -0.00061520062201335412 -0.001313147774470929 0.0037835356254844548 0.0042431704626635603
leaf_weight=0.0010905038793108607 0.0017454153123900099 0.0019168557167082009 0.0011911735470112378 0.0014535699808206357 0.0010685669141077842 0.0013433893141446846 0.0016226932519408446 0.0010532038037844096 0.0016727325767816091 0.001053791144295789
leaf_count=314 326 197 345 289 455 1081 182 458 170 93
internal_value=0 0.00132809 -0.000437099 3.08343e-05 -0.000511922 -0.00113184 -0.00306349 0.000330829 0.00181436 0.00149858
internal_weight=0 0.00366227 0.0115496 0.0104591 0.00900555 0.00688319 0.00296608 0.00391711 0.00272594 0.00212236
internal_count=3910 523 3387 3073 2784 2236 1263 973 628 548
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=15
num_cat=0
split_feature=14 43 3 484 52 160 457 0 15 48 0 48 15 2
split_gain=0.000146956 0.000103274 0.000150616 0.000144631 0.00016204 0.00013579 0.000132451 0.000120841 0.000238384 0.000243271 0.000136041 0.000142997 0.000108911 0.000205672
threshold=0.064610000000000015 0.18078000000000002 0.16699000000000003 -0.0043499999999999988 0.17829500000000004 -0.081069999999999989 -0.0015249999999999997 -0.10575999999999998 -0.11739999999999999 0.086455000000000018 -0.074249999999999997 0.08593000000000002 -0.017214999999999998 0.10113500000000002
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 -8 -10 -9 12 -12 -14
right_child=-2 -3 -4 4 -6 6 7 10 9 -11 11 -13 13 -15
leaf_value=-0.00059642627856261194 -0.00068803419761774478 -0.00054419525979858697 0.00067971755654102522 0.0007188862651449602 -0.00061173695122163638 -0.00056476213975080285 -0.00024131567775166615 -0.00043210414927295131 0.0012427210769706233 0.00010237506575549981 -0.00045358384328990977 0.00076042178625252517 0.00059720135419997892 -0.00045961105795528138
leaf_weight=0.0012323691022885748 0.0010428252229866255 0.0010232705396391135 0.0012414731442632705 0.0011795075667877042 0.0011187979825052702 0.0010507112582909548 0.0013705176625266428 0.0019918365178095794 0.0013749543339490466 0.0011926584246118033 0.0013148868964475069 0.0010088411527671426 0.0016563428957060786 0.0010133092681642308
leaf_count=553 138 250 180 293 322 110 102 1060 132 47 224 123 208 168
internal_value=0 2.5642e-05 6.04617e-05 1.08775e-05 6.33161e-05 0.000120734 6.18127e-05 0.000122083 0.000380906 0.000713029 -2.38368e-05 0.000139019 -1.83131e-05 0.000196071
internal_weight=0 0.0177695 0.0167462 0.0155047 0.0142724 0.0131536 0.0119741 0.0109233 0.00393813 0.00256761 0.00698522 0.00499338 0.00398454 0.00266965
internal_count=3910 3772 3522 3342 2789 2467 2174 2064 281 179 1783 723 600 376
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=17
num_cat=0
split_feature=14 124 123 133 48 50 12 3 3 150 159 15 12 4 11 0
split_gain=0.000237981 0.000182169 0.000234586 0.000322963 0.000163262 0.000279619 0.000245908 0.00024157 0.00029664 0.000269215 0.000216277 0.000176669 0.000158845 0.000151116 0.000137574 6.52038e-05
threshold=0.077685000000000018 0.10385500000000002 1.0000000180025095e-35 0.098810000000000023 0.12649500000000002 0.086465000000000014 -0.023959999999999995 -0.13927999999999999 0.10223 0.087235000000000021 0.084730000000000014 -0.090674999999999992 0.092365000000000017 0.08734500000000002 0.080455000000000013 -0.11524
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 12 -10 15 -14 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 11 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00069253523793432468 -0.00081303711075780068 0.00074664815723008695 0.0005860352031952119 -0.0010302918381015751 -0.00063860772048912823 -0.00084243284854365543 0.0010621601635058817 0.00076201601992047967 1.9991762796101164e-05 -0.00083370580459306417 -0.00067291343042686063 0.00091956430618259912 -0.00066299194712610577 0.00028403454770158906 0.00022331390838944108 0.00023332534482502787
leaf_weight=0.0010923404185606963 0.0010820003053652319 0.0010079700571287665 0.0017903831212184437 0.001012291923986451 0.0011816758391318674 0.0010262887205112177 0.0012620929985303021 0.0011445169730670518 0.001135557010019328 0.0013410550184089903 0.0010976011569255543 0.0015864540396319932 0.0010320439023073884 0.0010113272070391421 0.0011174590757088154 0.0018506683112265395
leaf_count=163 126 49 297 553 94 496 81 64 53 182 279 128 323 46 146 830
internal_value=0 2.56552e-05 -1.32458e-05 -7.6766e-05 -1.59787e-05 3.40809e-05 9.98807e-05 0.000168694 5.21486e-05 -0.000127009 2.74394e-05 0.000544284 0.000180005 -0.000194279 0.00066823 0.000435348
internal_weight=0 0.0196897 0.0186818 0.0168914 0.0158791 0.0146974 0.0136711 0.0125788 0.0101992 0.00747721 0.00613616 0.00272201 0.00503856 0.00204337 0.00237955 0.00299519
internal_count=3910 3784 3735 3438 2885 2791 2295 2132 1905 1724 1542 181 1263 369 227 894
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=12
num_cat=0
split_feature=484 474 160 133 123 1 1 43 15 2 1
split_gain=4.32076e-05 4.93895e-05 9.81901e-05 0.000125518 9.43492e-05 0.000105941 0.000131284 0.000140967 0.000134968 0.000203298 0.000192299
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 1.0000000180025095e-35 0.12958500000000003 0.11052000000000002 -0.089949999999999988 -0.03231499999999999 0.10113500000000002 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 10 -10 -9
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0023288584292903967 -0.0028337511734244404 0.0026905113153683365 -0.0032694312215982022 -0.0031417998207468852 0.0041865461892815359 0.0031937486213580841 -0.0036174738333153958 0.00032611764920386618 0.002780365745202761 -0.0041453937559776059 0.0068270417385300122
leaf_weight=0.001081510415263204 0.0015921204721405071 0.0010348342069022775 0.0012360105486539904 0.001219210689467138 0.0010556221535804973 0.0016129507812947304 0.0013358828562477498 0.0014428668921633498 0.0012439457868036823 0.001204741727693831 0.0012063884103588052
leaf_count=612 572 298 820 333 220 132 136 183 377 147 80
internal_value=0 0.000162877 -3.60378e-05 0.000349361 0.000782711 0.000394931 -0.000194947 0.000528812 0.00140667 -0.000627072 0.00328644
internal_weight=0 0.0141846 0.0131497 0.0115576 0.0103216 0.00926599 0.00765304 0.00631715 0.00509794 0.00244869 0.00264926
internal_count=3910 3298 3000 2428 1608 1388 1256 1120 787 524 263
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=12
num_cat=0
split_feature=52 376 3 4 47 1 16 151 4 0 42
split_gain=4.45504e-05 6.12872e-05 6.18096e-05 8.2832e-05 8.90222e-05 8.2621e-05 0.000193864 0.000108573 0.000129706 9.45728e-05 7.74572e-05
threshold=-0.27466499999999994 0.048375000000000008 -0.13927999999999999 -0.23071499999999998 0.09252500000000001 0.094695000000000015 -0.071799999999999989 -0.0074049999999999993 -0.017449999999999997 -0.15007499999999999 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 7 9 -5 -9 -7 -2
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0025970374715232982 0.0047132815526365742 0.0029638746244609322 -0.0040683212593761999 0.0024950240099748146 -0.0034529015007096126 -0.0034217966984358872 0.0061108935489301826 0.00054667203210424233 -0.0056409396657883136 0.0023072930071788103 -0.00043044960426007818
leaf_weight=0.0012170040894926163 0.0010848057119469687 0.0014385359613146151 0.0011910129390699667 0.0012423558297708654 0.0013468569301691201 0.0011357891657600688 0.0014012840795649267 0.0013468872862026243 0.0013393486169407756 0.0011489438252837124 0.00124789816447958
leaf_count=425 141 200 130 263 258 88 243 1196 613 216 137
internal_value=0 0.000212007 -0.000105062 -0.000579913 -0.00011629 0.000473883 0.00198795 -0.000946693 -0.00253845 -0.000540759 0.0019616
internal_weight=0 0.0139237 0.0124852 0.0101525 0.00896147 0.00761461 0.00368602 0.00392859 0.00268624 0.00228473 0.0023327
internal_count=3910 3485 3285 3007 2877 2619 547 2072 1809 304 278
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=11
num_cat=0
split_feature=0 16 13 0 0 16 49 4 2 15
split_gain=4.01387e-05 8.48921e-05 9.85464e-05 8.24163e-05 0.000104156 9.60516e-05 0.000118375 0.000118191 5.28501e-05 4.55044e-05
threshold=0.055865000000000005 0.061570000000000007 0.043015000000000005 -0.074249999999999997 -0.10575999999999998 -0.014754999999999999 1.0000000180025095e-35 0.18622000000000002 0.106035 -0.067359999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -2 -6
right_child=8 2 -4 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.0013170120293105004 -0.00017660553095422967 -0.0044684203435587828 0.00095098616687614649 0.003179136320018467 -0.00097087465611866324 0.0046211210327428524 -0.0039814534697441718 0.0039049637337764094 0.0040852446074859617 -0.0052586548785449258
leaf_weight=0.0018962708507503888 0.0013835029888811601 0.0018697271905954048 0.0010985900839444451 0.0017052807977621333 0.0010300902895894045 0.0010432481714822313 0.0012538465474523537 0.0016910199798096919 0.0010597542877006649 0.0010118773230001375
leaf_count=208 143 534 101 494 568 101 181 189 112 1279
internal_value=0 -0.000339292 -0.00246267 0.000315099 -0.000301071 0.000668686 -0.00018305 0.00114459 0.00167196 -0.00309564
internal_weight=0 0.0126 0.00296832 0.00963163 0.00792635 0.00588439 0.00484114 0.00358729 0.00244326 0.00204197
internal_count=3910 3655 635 3020 2526 679 578 397 255 1847
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=16
num_cat=0
split_feature=14 124 133 50 158 156 42 1 1 49 0 457 2 42 4
split_gain=0.00019202 0.000172619 0.000204516 0.000242013 0.000231183 0.000163302 0.000187009 0.000298797 0.000216638 0.000247065 0.000175991 0.000231031 0.000228851 0.000159058 0.000132421
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.084965000000000027 0.091280000000000014 -1.0000000180025095e-35 0.12381000000000002 0.11215000000000001 -0.085174999999999987 -0.070894999999999986 0.082870000000000013 0.095040000000000013 0.084100000000000022 -0.0058549999999999991
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 -8 11 13 -12 14 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 12 -13 -14 -15 -16
leaf_value=-0.00037162002386987393 -0.00080855450101383617 0.00080565931972348078 -0.00084526396238474607 -0.00086149538401296389 -0.00076565600372971942 -0.00057536688668806911 -0.00038288172147489757 0.0011123569104760636 -0.00052309990522324322 0.00076068224539721139 0.0014946810053133727 0.00087494328383479517 0.00036785137400705925 -0.00068144635451096306 -0.00010483141908236199
leaf_weight=0.0017733198151430188 0.001046183104062375 0.0010225392763198856 0.0010134819789063927 0.00102897862612284 0.0010674154765028471 0.0010419363827361685 0.001674199255079104 0.0014614452318874515 0.0013865997713684948 0.0010246913056081997 0.0011144183964222039 0.0014559048740528935 0.0016553668656399401 0.0010050644233834706 0.0018019737414926617
leaf_count=670 126 49 570 323 335 290 112 170 117 124 78 130 141 573 102
internal_value=0 3.67871e-05 -5.69934e-06 4.29467e-05 9.94789e-05 0.000159464 0.000212808 0.000295193 0.00018778 0.000289069 0.000428689 0.000223067 0.000821229 -2.46198e-05 0.000208925
internal_weight=0 0.0195273 0.0185048 0.0174913 0.0164623 0.0153949 0.014353 0.0125797 0.0111182 0.00973162 0.00805742 0.00528763 0.00276979 0.00383173 0.00282667
internal_count=3910 3784 3735 3165 2842 2507 2217 1547 1377 1260 1148 929 219 799 226
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=13
num_cat=0
split_feature=484 42 156 160 160 133 48 1 12 12 16 3
split_gain=4.42463e-05 4.45145e-05 6.05787e-05 8.04966e-05 7.66074e-05 0.000136327 0.000107422 0.00019783 0.000162022 9.9116e-05 4.85339e-05 3.97245e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.089280000000000012 0.091575000000000017 -0.091109999999999983 -0.0023199999999999996 -1.0000000180025095e-35 0.11561500000000001 0.095295000000000019 0.08401500000000002 -0.095109999999999986 -0.0026499999999999996
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 -8 -12
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 -13
leaf_value=-0.0024233936675602638 -0.0022080290006206271 -0.0022804734572647706 -0.002521361633793834 -0.0024985733811768232 -0.0024534925151947075 -0.0014092598174698749 0.0033215066423855958 0.0066676080170882746 -0.0028844147191573674 0.0049578365034674598 0.0018717846403685763 -0.0014521731366776266
leaf_weight=0.0010610317965719296 0.0010880759407966229 0.0010041307611204668 0.0010016480600005514 0.0011276341656523423 0.0012803173946173982 0.0012972398869603224 0.0010723513656743823 0.0013416927208269071 0.0010610276598065627 0.0015503832612779184 0.0010325404397472961 0.0011326727045315932
leaf_count=612 215 449 343 181 743 128 76 222 270 423 177 71
internal_value=0 0.000172761 0.000373548 0.000617219 0.000943375 0.00127477 0.00183714 0.00242282 0.00144911 0.00240943 0.00118907 0.000132946
internal_weight=0 0.0139897 0.0129016 0.0119 0.0107724 0.00976823 0.00848791 0.00719067 0.00584898 0.00478795 0.00323756 0.00216521
internal_count=3910 3298 3083 2740 2559 2110 1367 1239 1017 747 324 248
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=12
num_cat=0
split_feature=14 15 457 0 48 49 12 13 12 15 42
split_gain=3.9025e-05 9.7607e-05 7.27753e-05 8.25962e-05 0.00010456 0.000103569 9.00976e-05 9.97408e-05 0.000162427 6.62748e-05 4.3608e-05
threshold=-0.13131999999999996 -0.16430499999999995 -0.0034949999999999994 -0.10575999999999998 0.086870000000000017 -0.047309999999999998 -0.036459999999999992 -0.11267999999999999 0.051320000000000005 -0.015439999999999997 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 -5 -8 -9 -7 -10
right_child=1 2 3 4 -6 9 7 8 10 -11 -12
leaf_value=-0.0021801647620247719 0.0038120688496932273 -0.0034764072227792169 0.0046526630429283272 -0.0048612238270141868 0.0025898317369432663 -0.0014828354575749307 0.0030055486205472189 0.0014157335009730278 -0.005696611592865543 0.0026158290680728153 -0.0020981633516193345
leaf_weight=0.0012803010434206232 0.0011553293942442302 0.001015864877326504 0.0013126372961817234 0.0010479392349308659 0.0013669304089223705 0.0016137799691680263 0.0010010114946582081 0.0017346560990462094 0.0011199634855211761 0.001138247563621418 0.0011598176929055134
leaf_count=172 282 303 147 110 309 179 64 158 1068 140 978
internal_value=0 0.000194725 -0.000139322 0.000155591 -0.000659895 0.00164632 -0.00139251 -0.000667754 -0.0015837 0.000212386 -0.00386593
internal_weight=0 0.0136662 0.0125108 0.011495 0.00743032 0.00406466 0.00606339 0.00501545 0.00401444 0.00275203 0.00227978
internal_count=3910 3738 3456 3153 2687 466 2378 2268 2204 319 2046
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=18
num_cat=0
split_feature=14 133 50 47 42 159 376 52 151 4 1 3 3 151 4 0 16
split_gain=0.000280359 0.000184377 0.00018925 0.000166117 0.000191171 0.000229371 0.000204177 0.000243257 0.000154932 0.000177483 0.000340025 0.000214895 0.000174602 7.45821e-05 0.000168873 0.0001604 6.51647e-05
threshold=0.073890000000000011 0.10599500000000002 0.10625000000000001 0.13206500000000002 0.098285000000000011 -0.026594999999999997 0.048375000000000008 0.10218500000000001 -0.084129999999999996 0.25367000000000006 0.11215000000000001 0.10666500000000002 -0.072459999999999983 -0.0074049999999999993 -0.060264999999999992 -0.10131499999999999 0.064860000000000015
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 13 -11 -10 16 -16 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 12 -12 -13 -14 14 15 -17 -18
leaf_value=0.0009814226148356735 -0.00096886171223497576 -0.00075378438223700514 -0.00070034416326053811 -0.00062339946260476186 0.00090153317068528344 -0.00052638962670937075 0.00081114337987125507 -0.00092204463464495227 0.00047499944909173405 0.0011897055380471347 -0.00097111387839642256 0.00098412966766832518 0.0001102836493474553 0.00056675460296174904 1.9622434733764598e-05 -0.0010330931703647277 -8.8006648942911585e-05
leaf_weight=0.0010508595700165569 0.001089388579092492 0.0010379623805852603 0.0010806075990696098 0.0010175180646458939 0.0012431616870260771 0.0014647976983092241 0.0011856711896341037 0.0010223470686156382 0.0010835679524710826 0.0010528659081844027 0.0011254634526165971 0.0010185958869417533 0.0011681818677789025 0.0012693765063395059 0.0011396967967828853 0.0010078504641327923 0.0010075418208121967
leaf_count=230 135 540 330 42 227 254 133 228 85 91 128 51 151 607 108 413 157
internal_value=0 3.39446e-05 7.95254e-05 0.000129517 0.000177882 0.000116251 4.91337e-05 -2.39627e-05 5.70177e-05 0.000143573 4.71586e-06 0.00017299 0.000621973 2.29862e-05 -8.77135e-05 -0.00047442 0.000277021
internal_weight=0 0.0189761 0.0179381 0.0168575 0.01584 0.0145968 0.013546 0.0123603 0.0113379 0.00987314 0.00765209 0.00652663 0.00222105 0.00550803 0.00442447 0.00214755 0.00227692
internal_count=3910 3775 3235 2905 2863 2636 2406 2273 2045 1791 1549 1421 242 1370 1285 521 764
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=18
num_cat=0
split_feature=14 133 133 50 159 1429 42 0 43 3 4 160 13 3 4 2 4
split_gain=0.000178956 0.000188025 0.000217312 0.000152215 0.000188193 0.000157376 0.000153165 0.000186374 0.000242169 0.000162659 0.000154178 0.000325826 0.000143815 0.000117857 0.000112719 7.88438e-05 4.39278e-05
threshold=0.077685000000000018 0.10599500000000002 0.083815000000000014 0.10625000000000001 -0.026594999999999997 0.026145000000000005 0.098285000000000011 -0.017269999999999997 -0.078844999999999985 -0.075404999999999986 0.0057500000000000008 0.088785000000000017 0.091035000000000019 -0.083709999999999993 -0.032604999999999995 0.10869000000000002 -0.0058549999999999991
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 13 -10 16 15 -9 -6 -4 -12 -11
right_child=-2 -3 14 -5 5 -7 -8 12 9 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00069780125000358365 -0.00079264632381178732 -0.00071815631633534926 0.0010458504723447738 -0.00070877328217453189 -0.00038844267171019053 0.00066103930634509121 0.00049586112386012637 -8.4302298547567954e-05 0.00047229053722381236 -0.00038844385788463262 -4.9036884601688771e-05 0.00088470981262112416 0.0008535491658796865 -0.0012898019474498388 0.00017559075660636823 -0.00069003916234985647 -0.00094082352357383102
leaf_weight=0.0013963032760959124 0.0010165396084551572 0.0011598509580059311 0.0011117253833434499 0.001034761875197957 0.0010118697089240986 0.0010881204906832984 0.0014346330616482146 0.0013692521318251208 0.0013598567283488279 0.0010100287426556276 0.001384943902759353 0.0010186514029212335 0.0010085081710231592 0.0010498261399101306 0.0010079156720066819 0.0013419938661448361 0.0010357181457209949
leaf_count=191 126 542 124 228 163 143 182 129 738 128 125 33 84 168 578 123 105
internal_value=0 1.81262e-05 6.38813e-05 -8.90884e-06 3.77841e-05 -2.75145e-05 -8.50356e-05 -0.000156936 -0.000278346 -0.000114282 -0.000252014 -2.47573e-05 0.00031348 -0.000847419 0.000632031 -0.00036449 -0.000668102
internal_weight=0 0.019824 0.0186641 0.0165445 0.0155097 0.0141134 0.0130253 0.0115906 0.00921289 0.00715119 0.00579134 0.00374559 0.00237776 0.0020617 0.00211964 0.00272694 0.00204575
internal_count=3910 3784 3242 2540 2312 2121 1978 1796 1583 1252 514 281 213 331 702 248 233
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=17
num_cat=0
split_feature=14 124 4 0 43 15 157 160 133 0 16 1 4 42 1 2
split_gain=0.000320191 0.000182097 0.000241328 0.000203396 0.00022144 0.000195174 0.000151802 0.00025756 0.000257246 0.000170013 0.000398386 0.000261258 0.00021359 0.000200432 0.000203577 0.000156493
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 0.083940000000000015 0.10363000000000001 -0.077044999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.16443499999999997 -0.055679999999999993 0.11052000000000002 0.015635000000000003 0.084100000000000022 0.095575000000000007 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -8 -9 11 13 12 -10 14 -11 -12
right_child=-2 -3 3 4 -6 -7 7 8 9 10 15 -13 -14 -15 -16 -17
leaf_value=-0.00072409226664090431 -0.0010113805195105777 0.00075098822326714865 0.00056585690978517124 0.0010353109491526961 -1.8692281225768243e-06 -0.00081685313813736437 -0.00067286919561166574 -0.00081509490644175817 -0.00033647546415026725 0.00051540316333086684 -0.00061609659206670101 -0.00092230712079125973 0.00081872891518372732 0.00014801430902598557 0.0016312702522116558 0.00026028614713030044
leaf_weight=0.0014638654009545204 0.001039596309736295 0.0011594214116261948 0.0015834762351306974 0.0013938316189811518 0.0014174041370509372 0.0010024147052361413 0.0018729591061081513 0.0010103339926417184 0.0011998925603080588 0.0010760439363179716 0.0013731579037065756 0.0010726973298479277 0.0010033026574132187 0.0011612197949385852 0.0011597494405623625 0.001409763463989154
leaf_count=174 126 49 361 193 36 309 639 743 39 238 196 59 53 315 115 265
internal_value=0 3.9892e-05 -3.04835e-06 5.64632e-05 0.000512372 -2.94107e-05 2.72845e-05 -4.18304e-05 7.10964e-05 0.000165784 0.000346166 -0.000174504 0.000189588 0.000770777 0.00109423 -0.000172141
internal_weight=0 0.0203595 0.0192001 0.0177362 0.00281124 0.014925 0.0139226 0.0123391 0.0104662 0.00945583 0.00617993 0.00327589 0.0022032 0.00339701 0.00223579 0.00278292
internal_count=3910 3784 3735 3561 229 3332 3023 2662 2023 1280 1129 151 92 668 353 461
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=11
num_cat=0
split_feature=39 42 3 13 39 47 0 49 1 13
split_gain=4.15914e-05 9.11835e-05 8.58595e-05 8.58279e-05 6.6372e-05 6.32797e-05 0.000108672 0.000134355 0.00020991 0.00010266
threshold=0.005105000000000001 0.091955000000000023 -0.15464999999999998 -0.23438999999999996 0.092870000000000022 0.09252500000000001 -0.23029999999999998 -1.0000000180025095e-35 0.095575000000000007 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -5 -8 9 -9
right_child=4 -3 3 5 -6 -7 7 8 -10 -11
leaf_value=0.0037862555579673478 0.0041528314648506919 -0.003382385622415602 0.0028284055382018867 0.0027545250517540068 -0.00044655521836806588 -0.003911604089713209 -0.0048716505383280193 0.0003214622668644882 0.0047034397252497338 -0.0058986420529191681
leaf_weight=0.0011835519497344132 0.0011808831233640941 0.0017674886368502394 0.0015095079181426845 0.0017227857190391712 0.0014314282564131763 0.001222933328059163 0.0015958432085540963 0.0011830840177823663 0.0013107503205341264 0.0010182013896856816
leaf_count=212 215 669 169 109 244 239 379 942 136 596
internal_value=0 -0.000359658 0.000137486 -0.000314094 0.00163258 -0.000903102 -0.000364472 -0.00141645 0.000153571 -0.00255564
internal_weight=0 0.0125141 0.0107467 0.00956311 0.00261231 0.0080536 0.00683066 0.00510788 0.00351204 0.00220129
internal_count=3910 3451 2782 2570 459 2401 2162 2053 1674 1538
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=16
num_cat=0
split_feature=14 133 13 50 48 132 159 42 457 43 3 3 43 0 3
split_gain=0.000180413 0.000139464 0.000184746 0.000178334 0.000192765 0.000180524 0.000188936 0.000162749 0.000162025 0.000207994 0.000176724 0.000201777 0.000178405 0.000192552 0.000158109
threshold=0.073890000000000011 0.10599500000000002 -0.23438999999999996 0.10625000000000001 0.11930500000000001 0.079995000000000011 0.09141500000000001 -0.10770999999999999 -0.0015249999999999997 0.083940000000000015 -0.10315499999999998 -0.077894999999999978 -0.074254999999999988 -0.11524 0.090325000000000003
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 -4 -9 10 -10 -12 -13 14 -14
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 11 12 13 -15 -16
leaf_value=0.00056575788445307877 -0.0007001234517518604 -0.00058871500142120014 -0.00050116847041684249 -0.00068863518648460971 -0.00064448328460897924 0.00074980303213211192 -0.0006327279206673924 -0.00044578376428762928 0.00082825252851512134 -0.00042734316386364049 -0.00038725066320847171 0.00087969532571576241 -9.5038480193477707e-05 -0.00043195437881523549 0.00078172520752424186
leaf_weight=0.0018740360449794697 0.0010607912880718209 0.0010247514324471787 0.0011514564455673308 0.0010277190526989969 0.0010889774621182869 0.0011473806842322966 0.0011016405577693221 0.0010930794873499428 0.0017402326332558475 0.0011569727041864227 0.0012935866018776113 0.0014256688976242993 0.0010049513480773209 0.0010918399109754858 0.0014847185634652149
leaf_count=190 135 540 140 320 86 198 291 174 159 213 859 214 43 266 82
internal_value=0 2.35195e-05 5.90008e-05 -1.07436e-06 4.67332e-05 0.00010171 4.24308e-05 0.000107432 0.000175528 0.000249365 0.000346732 0.000213739 0.000369003 0.000165714 0.000427821
internal_weight=0 0.018707 0.0176823 0.0158082 0.0147805 0.0136915 0.0125441 0.0114425 0.0102911 0.00919797 0.008041 0.00630077 0.00500718 0.00358151 0.00248967
internal_count=3910 3775 3235 3045 2725 2639 2441 2150 2010 1836 1623 1464 605 391 125
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=17
num_cat=0
split_feature=14 133 50 158 156 484 457 42 133 151 4 2 12 150 4 3
split_gain=0.000355954 0.000203325 0.000230251 0.000160367 0.00018848 0.000193051 0.000169627 0.000174005 0.000204305 0.000207691 0.000319654 0.000481459 0.000200398 0.00012054 0.000157435 8.94256e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 0.085745000000000002 0.091280000000000014 0.085815000000000016 -0.0034949999999999994 -0.10770999999999999 -0.069944999999999993 -0.084129999999999996 0.25367000000000006 0.11339500000000001 0.090385000000000007 0.084800000000000014 -0.060264999999999992 -0.077894999999999978
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 12 13 14 -11 -14
right_child=-2 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 15 -15 -16 -17
leaf_value=-0.00046183891903412675 -0.0010149151634030124 -0.00069727925855720687 -0.00069526225681755332 -0.00054417230404982784 -0.00053604284574710465 0.00097497214886631365 -0.00037924228000241271 -0.00043155808406330636 -0.00022129385163852526 0.00041600845810423558 0.0011408222303283366 -0.00074423157374656635 0.00053184947681281138 0.0007542315236509265 -0.00041406611165773714 0.0012270826803529359
leaf_weight=0.001223994742835144 0.0010655342119653124 0.0011190319972253808 0.0011313302177951524 0.00104495260483613 0.0011052636247372632 0.0010069466182940625 0.0013378555534393323 0.0011076000394949536 0.0016086104593824044 0.0017510588974361582 0.001806527474418106 0.0011587158643750414 0.0010671330188022146 0.0011368220944909524 0.0012246589861938245 0.0012876075303779044
leaf_count=176 126 542 331 332 293 194 141 487 168 310 198 128 132 35 200 117
internal_value=0 3.83776e-05 8.17073e-05 0.000130903 0.000172835 0.000222684 0.000171189 0.00022864 0.000295582 0.000368526 0.000469113 0.000309992 0.000498872 0.000262318 7.43906e-05 0.000912013
internal_weight=0 0.0201181 0.0189991 0.0178677 0.0168228 0.0157175 0.0147106 0.0134866 0.0121487 0.0110411 0.00943252 0.007626 0.00646728 0.00411254 0.00297572 0.00235474
internal_count=3910 3784 3242 2911 2579 2286 2092 1916 1775 1288 1120 922 794 545 510 249
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 13 2 47 3 49 3
split_gain=4.19327e-05 4.84089e-05 8.82163e-05 8.83972e-05 9.29035e-05 8.9602e-05 0.000218172 8.23642e-05 5.08739e-05 0.000120448 0.00016725
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 -0.083354999999999985 0.10393500000000001 0.098205000000000015 0.088060000000000013 -0.029304999999999998 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 -7 -11
right_child=1 -3 3 4 5 7 -8 -9 -10 10 -12
leaf_value=-0.0023844883170246588 -0.0027845621177591366 0.0027686037867398761 -0.0028334349261001138 -0.0027458295400518357 0.0059505826265632339 0.0039194688755998016 -0.0011552303797177227 0.0032375238047419783 -0.002380203201320217 -0.0041245381793450948 0.0021407815604892735
leaf_weight=0.0010850718475203134 0.0016058123607854838 0.0010350818123544469 0.0012226944067170896 0.0010797529620605794 0.001628559617936698 0.0010777367052515955 0.0011538632971535188 0.0012202728334366275 0.0014289658811297012 0.0013499570242087484 0.0013143364173708503
leaf_count=612 572 298 820 182 197 117 135 76 114 495 292
internal_value=0 0.000165917 -4.00154e-05 0.000344019 0.000722921 0.0011312 0.00300382 0.000315954 -0.00037349 0.000392812 -0.00103376
internal_weight=0 0.014117 0.013082 0.0114761 0.0102534 0.00917369 0.00278242 0.00639127 0.005171 0.00374203 0.00266429
internal_count=3910 3298 3000 2428 1608 1426 332 1094 1018 904 787
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=17
num_cat=0
split_feature=14 52 1 475 0 2 3 0 14 42 4 16 16 0 12 4
split_gain=0.000468846 0.000219218 0.000216049 0.000248518 0.000200117 0.000271885 0.000320828 0.000187688 0.000176676 0.000167694 0.000163 0.000252172 0.000103217 0.000110143 7.07053e-05 5.96581e-05
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 -0.050754999999999995 -0.017269999999999997 1.0000000180025095e-35 0.076695000000000013 -0.089879999999999974 -0.13131999999999996 0.085330000000000003 0.0057500000000000008 -0.094359999999999986 -0.17157499999999998 -0.069414999999999991 0.08401500000000002 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 12 -7 -3 -8 14 -10 -12 -5 -14 -9 -16
right_child=-2 2 3 4 -6 6 8 9 10 -11 11 -13 13 -15 15 -17
leaf_value=-0.00064821485148071692 -0.001048705367843468 -0.00072889314347059932 0.00096632446730220579 2.4772763509654981e-05 0.000721702203970762 0.00085074708735809169 -0.00053003171746942451 -0.00018100901265966221 -0.00017938338648376502 -0.00057704322243964999 2.0488616138756563e-05 0.0010654425372664299 -0.00095870045722698354 -0.00018946775884067299 9.0170360637488215e-05 0.00061783225785960727
leaf_weight=0.0012058023994243943 0.0011597837183971163 0.0013374893411197382 0.0011011594292572252 0.0014057126338356193 0.0014494017376989405 0.0018211784796024252 0.0011883840153936731 0.0011667920164227319 0.0019003860925118077 0.0011457198209886572 0.0015276813039091575 0.001121673846195437 0.0010104922237507852 0.0010768685552118261 0.0013788457187064989 0.0010624992154062195
leaf_count=389 126 457 201 106 183 229 52 97 120 587 112 27 486 93 32 613
internal_value=0 4.4452e-05 8.68612e-05 0.000204155 0.000137023 6.03485e-05 0.000238774 -0.000175074 4.45442e-05 -1.92586e-05 0.000194622 0.000462897 -0.000325778 -0.000561854 0.000157859 0.000319814
internal_weight=0 0.0209001 0.0196943 0.0136029 0.0125018 0.0110524 0.0075593 0.00609135 0.00573813 0.00475386 0.00454974 0.00264936 0.00349307 0.00208736 0.00360814 0.00244134
internal_count=3910 3784 3395 1609 1408 1225 540 1786 311 1329 259 139 685 579 742 645
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=17
num_cat=0
split_feature=14 124 133 50 47 159 52 42 48 151 13 48 15 4 0 0
split_gain=0.000254166 0.000216478 0.00028914 0.000216933 0.000250035 0.00019767 0.000355694 0.000221526 0.000160789 0.000207532 0.000189918 0.000249574 0.000162333 0.000432793 0.000303333 0.000148665
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 -0.026594999999999997 0.11401500000000002 0.098285000000000011 -0.064549999999999982 -0.084874999999999992 -0.083514999999999992 0.095825000000000007 -0.10071499999999999 -0.0025899999999999994 -0.053834999999999994 -0.084074999999999997
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 -10 15 12 -12 14 -14 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 11 -13 13 -15 -16 -17
leaf_value=0.00075987716116090846 -0.00079882644195474741 0.00073535185396797866 -0.00082286506480333185 -0.0006489241351173645 -0.00068626846286017811 0.00066923273302760581 -0.00083380318972306456 0.00087518297071788504 -0.00050426923871181996 0.00014515944020452922 0.00033962340253801621 0.00062314047241688046 0.00059281403044112737 -0.0010017917138480802 -0.0004384557880543043 0.00087542783973260476
leaf_weight=0.0012588665477105852 0.001040366467432329 0.0011152854733922626 0.0011056192462844871 0.0011533762919158459 0.0010620758190784665 0.0011899978602417606 0.0010591466531109242 0.0010548849336939814 0.0016459060663000435 0.0017006014092160061 0.0013467811015860425 0.0013301117226197368 0.0014644439882652981 0.0015908695820194578 0.0016138973552739242 0.0013430461629529008
leaf_count=246 126 49 570 323 108 164 198 163 204 392 174 70 541 181 236 165
internal_value=0 3.19355e-05 -7.44832e-06 4.04703e-05 8.54931e-05 0.000134875 8.35836e-05 0.000151624 9.39121e-05 3.70286e-05 0.000122779 -2.00045e-05 -0.000162201 -0.000306947 5.21451e-05 0.000467399
internal_weight=0 0.0210349 0.0199196 0.018814 0.0176606 0.0165986 0.0153397 0.0142805 0.0132257 0.0120357 0.0103898 0.0073461 0.00601599 0.00466921 0.00307834 0.00304365
internal_count=3910 3784 3735 3165 2842 2734 2488 2290 2127 1963 1759 1202 1132 958 777 557
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=16
num_cat=0
split_feature=14 147 52 160 475 133 4 133 4 52 16 43 15 1 2
split_gain=0.00027426 0.000136091 0.000207986 0.000248938 0.000195733 0.000177691 0.000196727 0.000222009 0.00019244 0.000287557 0.000260913 0.000168739 0.000154159 0.000213934 2.68082e-05
threshold=0.077685000000000018 0.089245000000000005 0.28122000000000008 -0.081069999999999989 -1.0000000180025095e-35 0.10599500000000002 -0.078094999999999984 -0.0023199999999999996 0.0051950000000000008 -0.07984999999999999 -0.45301499999999995 0.070805000000000021 -0.10312999999999999 0.11215000000000001 0.096540000000000015
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 11 -8 9 -9 -10 14 -12 -14 -6
right_child=-2 -3 -4 4 5 -7 7 8 10 -11 12 -13 13 -15 -16
leaf_value=0.00065604750900003753 -0.00089463390456922262 0.00063816219833583469 -0.00067922955796289773 -0.00076224721693697259 -7.0154110692658008e-05 -0.00067555856654984787 -0.00075934793766914671 0.0001802371101435337 -0.00034339713264312544 -0.00090038700670495256 0.0010178219620669007 0.00091571681086104987 0.00067323948511963019 -0.00024794195603796668 0.00033257708667528346
leaf_weight=0.0019307199418723197 0.0010434107753113089 0.00112890846360053 0.0013107628228345948 0.0010444849054888966 0.001073314491806642 0.0010397885685690294 0.0011888575291446645 0.0017413662253871511 0.001741951872894049 0.0014019362697910613 0.0011798194370265113 0.0014403012944020598 0.0018058299108421314 0.0014207214931939577 0.0010136296812890411
leaf_count=515 126 152 348 346 528 437 405 260 123 204 128 76 127 49 86
internal_value=0 3.87966e-05 3.79877e-06 5.34743e-05 -1.88225e-05 3.27804e-05 8.53602e-05 -3.67367e-05 5.57209e-05 -0.000301729 0.000238466 0.000448146 0.000468491 0.000267623 0.000125453
internal_weight=0 0.0204624 0.0193335 0.0180227 0.016092 0.0150475 0.0140077 0.0104805 0.00929163 0.0031433 0.00614832 0.00352725 0.00440637 0.00322655 0.00208694
internal_count=3910 3784 3632 3284 2769 2423 1986 1296 891 464 427 690 304 176 614
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=17
num_cat=0
split_feature=14 124 1 12 47 51 4 160 4 0 48 3 1 48 3 15
split_gain=0.000315951 0.000239553 0.000214716 0.000240641 0.000235139 0.000333623 0.000234446 0.000377793 0.00021866 0.000191654 0.000187062 0.000227067 0.000154658 0.000147967 0.000102541 5.28427e-05
threshold=0.077685000000000018 0.10385500000000002 0.076710000000000014 0.098355000000000012 0.086425000000000016 0.12190000000000002 0.0057500000000000008 -0.025614999999999995 0.15045000000000003 0.048950000000000007 0.11462500000000002 -0.074234999999999982 0.11235500000000002 0.085875000000000021 -0.084129999999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -4 -8 14 11 -6 -10 -9 -1 -16
right_child=-2 -3 4 -5 10 -7 8 13 12 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.00082987452957343933 -0.0009710734600695502 0.00083934212291020315 0.00087833141133607619 -0.0010329098849212544 0.00014290114367735096 -0.00061261654297490914 0.0012997151887384098 3.6406600579196608e-05 3.2162821923073318e-05 0.00033214075902630652 0.00042970632164585228 -0.0008777356690424622 0.00085403810038227432 -0.00085699060060016148 -0.00043861500723830333 0.00014875825180492137
leaf_weight=0.0011226971338174708 0.0010609781087946571 0.0011680169915895709 0.0012968204294969022 0.0011457388555900705 0.0011875161649560206 0.0011969811001732991 0.0013625800113437059 0.0015062448048780118 0.0015712930160562411 0.0019488256352537259 0.0010108251418787574 0.0017986235041952477 0.0014397035938988074 0.0010204491026107494 0.0010104154983594472 0.0010000025129999375
leaf_count=733 126 49 212 342 148 72 60 536 104 57 93 124 276 131 429 418
internal_value=0 4.23615e-05 -5.08745e-06 -0.000282976 0.000124148 0.000280723 0.000411173 8.35253e-05 0.000697613 -0.000113901 -0.00024385 -0.000471853 0.000425141 -0.000324407 -0.000391343 -0.00014645
internal_weight=0 0.0207867 0.0196187 0.00622768 0.013391 0.00939407 0.00819709 0.00382351 0.00437358 0.00508194 0.00399696 0.00298614 0.003011 0.00252669 0.00313312 0.00201042
internal_count=3910 3784 3735 1979 1756 1391 1319 879 440 1637 365 272 380 667 1580 847
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=13
num_cat=0
split_feature=11 48 3 2 13 1 52 52 12 12 4 13
split_gain=4.70352e-05 8.51696e-05 0.000152487 0.000100411 8.36645e-05 9.90067e-05 0.000102505 0.000108595 0.000179984 9.25349e-05 0.000108167 6.37469e-05
threshold=0.08776500000000001 0.099240000000000009 0.10666500000000002 0.12330500000000001 0.23436000000000004 0.10884000000000001 -0.094124999999999986 0.084240000000000023 0.090385000000000007 0.085845000000000019 -0.0025899999999999994 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 9 -9 10 -8 -7
right_child=-2 2 -4 -5 -6 11 7 8 -10 -11 -12 -13
leaf_value=-0.0041852519147116329 -0.0028429004099563495 0.0064437390701289196 -0.00066538265925255463 0.0036029208603847607 0.0025139489919852672 -0.0011338942468600438 0.0053289984527782061 -0.0063356811577726215 0.0016582990881580724 -0.0019691238849006633 0.00042056224982011466 -0.0056742318547466399
leaf_weight=0.0010856038680849209 0.001009990248382108 0.0010258017060151984 0.001197656322728502 0.0011176555567450662 0.0013445868425481103 0.0010601662375266619 0.0014925767236393423 0.0010090603838118686 0.0010551263839350044 0.0010585962335949422 0.0018305553773853224 0.0012156649833767403
leaf_count=464 160 230 97 280 122 239 347 598 398 687 215 73
internal_value=0 0.000177496 0.00261444 -0.000264119 -0.000651677 -0.00108568 -0.000338259 0.000309642 -0.00224949 0.00151522 0.00262517 -0.00355917
internal_weight=0 0.0144931 0.00222346 0.0122696 0.0111519 0.00980735 0.00753152 0.00644592 0.00206419 0.00438173 0.00332313 0.00227583
internal_count=3910 3750 327 3423 3143 3021 2709 2245 996 1249 562 312
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=18
num_cat=0
split_feature=14 133 50 15 133 15 49 457 4 2 0 42 0 4 16 3 49
split_gain=0.000335323 0.000162825 0.000209802 0.000166224 0.000176951 0.000196042 0.000205964 0.000185148 0.000249513 0.000217679 0.000208247 0.00019624 0.000168808 0.000161424 0.000126044 0.000157263 0.000122657
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.26361999999999991 0.083815000000000014 -0.11739999999999999 0.073145000000000016 -0.0034949999999999994 0.25367000000000006 0.11230000000000001 -0.13027499999999997 0.095385000000000011 -0.08824499999999999 -0.032604999999999995 0.3935300000000001 -0.078669999999999976 -0.04682999999999999
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 -7 9 10 16 12 -12 -6 15 -14 -9
right_child=-2 -3 -4 4 13 6 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0.00074672122073549845 -0.0010169584360094444 -0.00064657365141241945 -0.00070000955020808116 -0.00060629759870782919 0.0010658771287804869 -0.00069941852426641461 0.00084726497914779065 0.00011165919686844159 0.00091573336627558696 -0.0007573046873329167 -0.00092119954063996155 0.00057971673441452028 -0.000273095106065443 4.7774435369073225e-05 -0.00061039644181668754 0.00056101226511727075 0.00093300580487632595
leaf_weight=0.0013603090899528469 0.001079686483300423 0.0011185373213057999 0.0011157121666013027 0.0015994100982360216 0.001101220632244642 0.0011400681044173759 0.001091674289786764 0.0011813942978160519 0.0011050346816148813 0.0011731375296714234 0.0010076727935122128 0.001225632976329577 0.001670626504694718 0.0010279837850042306 0.0011219559233580645 0.0014341275472095402 0.0013079388970105273
leaf_count=246 126 542 331 192 116 95 166 54 96 164 160 132 673 430 153 189 45
internal_value=0 3.91541e-05 7.81602e-05 0.000124969 7.5761e-05 5.2657e-06 7.79398e-05 1.00323e-05 8.20716e-05 -8.93623e-06 8.91647e-05 -8.57989e-05 -0.00024163 0.000574335 -7.96162e-05 0.00011219 0.000543209
internal_weight=0 0.0207824 0.0196639 0.0185482 0.0171879 0.0150587 0.0134593 0.0123676 0.0112275 0.0101225 0.00894935 0.00646002 0.00523438 0.0021292 0.00422671 0.00310475 0.00248933
internal_count=3910 3784 3242 2911 2665 2119 1927 1761 1666 1570 1406 1307 1175 546 1015 862 99
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=12
num_cat=0
split_feature=147 11 3 16 1 160 15 49 16 2 0
split_gain=5.19292e-05 8.77796e-05 0.000142263 7.66772e-05 0.000102836 0.000122072 9.32859e-05 0.000162339 8.71978e-05 5.67765e-05 4.38933e-05
threshold=0.089245000000000005 0.081005000000000008 -0.12008499999999998 -0.30307999999999996 0.094485000000000013 -0.080184999999999992 -0.0058549999999999991 -0.047894999999999993 0.054425000000000008 0.095995000000000011 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 9 -7 -8
right_child=-2 -3 3 4 5 8 10 -9 -10 -11 -12
leaf_value=0.0038474240736714946 0.0029747029566872829 -0.0042704086215370968 -0.0036761527712703126 0.00018344044528452124 -0.0030089328049547489 0.0023559582102707722 0.0018007316396148664 -0.0081737603653624837 -0.00042367836031806806 0.0069105810340996882 -0.0019482650134269768
leaf_weight=0.0019055991157524979 0.0011924238813669783 0.0011282433008560919 0.0015300155906493211 0.0010349111687589091 0.0010590675199080302 0.0013800813440145061 0.0015954638242806783 0.0010406358822723891 0.0012855785527572106 0.0010963648271105925 0.0012382288243367263
leaf_count=191 159 225 343 143 104 185 1204 879 216 163 98
internal_value=0 -0.000270729 7.20202e-05 -0.000566895 -7.79894e-05 0.00147199 -0.00160014 -0.00400669 0.00273344 0.00437237 0.000162546
internal_weight=0 0.0142942 0.0131659 0.0112603 0.00973033 0.00482109 0.00490924 0.00207555 0.00376202 0.00247645 0.00283369
internal_count=3910 3751 3526 3335 2992 668 2324 1022 564 348 1302
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=16
num_cat=0
split_feature=14 133 0 1 147 0 52 2 0 3 52 12 3 4 2
split_gain=0.000271118 0.000150474 0.000152276 0.000161937 0.00022101 0.000157975 0.000155309 0.000145102 0.00028572 0.000298182 0.000365281 0.000183845 0.000184839 0.00016053 0.000137685
threshold=0.077685000000000018 0.10599500000000002 0.055865000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 0.28122000000000008 1.0000000180025095e-35 -0.14808999999999997 0.11818000000000002 -1.0000000180025095e-35 0.10333000000000002 -1.0000000180025095e-35 -0.020179999999999997 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 11 9 10 -9 12 -5 -10 -4
right_child=-2 -3 14 4 -6 -7 -8 8 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.00085093555739215992 -0.00091515738056428039 -0.00063832732786128093 9.8784482943189313e-05 -0.00085424389162932948 0.00078247077769353387 -2.231274419688379e-05 -0.00063777745835286582 -0.00024114202555531835 0.00029266653622188571 -0.00072049485259271585 0.0010466033705128039 0.00042998944953500051 8.3925392079038134e-05 0.0012970229404764705 0.00092385473168667598
leaf_weight=0.001254047554222152 0.0010083850440052713 0.0010057442227389959 0.0014311116498236234 0.0015166729311538712 0.0013007501132845109 0.0017222256893455164 0.0010602636302860244 0.0016466255422271925 0.0010034861697534314 0.0013140313793249536 0.0012018122708068926 0.0010553395005049454 0.0011758772030562954 0.0010042081513582596 0.0011509435117002809
leaf_count=885 126 542 103 458 148 664 147 82 144 52 73 64 69 228 125
internal_value=0 3.00245e-05 6.77088e-05 2.01427e-07 9.02849e-05 -0.000371452 8.27223e-06 7.73365e-05 0.000244753 -2.06615e-05 0.000302183 -0.000198282 -0.000444531 0.000795025 0.000466557
internal_weight=0 0.0188431 0.0178374 0.0152553 0.0122791 0.00297627 0.0109783 0.00991805 0.00617016 0.00416247 0.00284844 0.00374789 0.00269255 0.00200769 0.00258206
internal_count=3910 3784 3242 3014 1465 1549 1317 1170 579 207 155 591 527 372 228
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=16
num_cat=0
split_feature=14 133 13 48 50 0 0 13 49 15 42 13 4 16 16
split_gain=0.000260993 0.000131432 0.00014791 0.00018655 0.000212153 0.000217355 0.000183236 0.000209073 0.000177883 0.000334105 0.000142441 0.000154364 0.000139247 7.45707e-05 3.82971e-05
threshold=0.077685000000000018 0.10599500000000002 -0.26418499999999995 0.12649500000000002 0.086465000000000014 -0.13027499999999997 -0.017269999999999997 0.11202500000000001 -0.065249999999999989 -0.095799999999999982 -1.0000000180025095e-35 -0.071149999999999977 0.05309500000000001 -0.033174999999999989 0.062650000000000025
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 10 14 -4 -10 -7 13 -13 -12 -8
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.00060146014722389524 -0.00094830621353690192 -0.00063119861128559584 -2.8838749352494482e-05 -0.00077112373489793371 -0.00073395246276768014 -0.00074515881756707903 0.00024048595144702015 0.0010160988904150249 0.0001632137146591896 0.0014751492138283431 -9.14872127266775e-05 -0.00016339370781504842 0.00080076549600381511 -0.0007736777807720211 -0.00029041402956450461
leaf_weight=0.0017621197138226489 0.0010560990490239832 0.0010367964192181276 0.0016178819533956279 0.0010437081420303631 0.0011220835828761643 0.0014864061466454293 0.0010066088399786743 0.0011071568201908022 0.0015576560843091128 0.0013296562245255208 0.0013112905495794511 0.0011400791314871081 0.0010759319347806717 0.0010796633247516698 0.0010018491471491531
leaf_count=177 126 542 96 91 507 634 100 51 114 92 384 182 73 566 175
internal_value=0 3.39719e-05 7.30628e-05 1.44293e-05 6.96917e-05 0.000135445 -3.3825e-05 0.000345391 0.000481447 0.000767382 -0.000227723 -6.07755e-05 0.000304731 -0.000399538 -2.4335e-05
internal_weight=0 0.0186789 0.0176421 0.01588 0.0148363 0.0137142 0.00920899 0.00311561 0.00450519 0.00288731 0.00609337 0.00460696 0.00221601 0.00239095 0.00200846
internal_count=3910 3784 3242 3065 2974 2467 2165 326 302 206 1839 1205 255 950 275
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=18
num_cat=0
split_feature=14 147 52 160 11 3 2 2 1 3 15 52 43 2 1 51 42
split_gain=0.000311272 0.000165884 0.000233822 0.00032903 0.000154209 0.000231338 0.00037743 0.000129934 0.000328209 0.000269084 0.000131055 0.000125344 0.000118354 0.00019507 8.99559e-05 8.96995e-05 7.87837e-05
threshold=0.077685000000000018 0.089245000000000005 0.28122000000000008 -0.07353999999999998 0.08776500000000001 -0.12008499999999998 0.10705000000000002 0.11339500000000001 0.11368000000000002 0.11476000000000001 -0.053579999999999996 -1.0000000180025095e-35 -0.074254999999999988 0.089910000000000004 0.099595000000000017 -0.07742499999999998 0.079890000000000017
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 -5 9 -9 10 12 -12 14 -14 -7 -1 -13
right_child=-2 -3 -4 4 -6 7 -8 8 -10 -11 11 16 13 -15 -16 -17 -18
leaf_value=0.00026654439525433107 -0.00083548836870360238 0.00061546312394474532 -0.00064087078856135259 -0.00019532790980897081 -0.0006361748031681728 9.90312755156039e-06 0.0011571856982577626 -0.0010780504628551165 0.00014511723559349751 0.00056986883844705805 -0.00073077168899245138 -0.00033983754653607687 -0.00055847951093366448 0.00033151582773043319 0.00066611348179836712 0.00083656224906724752 0.0002148690950867553
leaf_weight=0.0013948852541095166 0.0010834495411820569 0.0011433126369168592 0.0013300982104344381 0.0010165278693881003 0.0010247662880598094 0.0010357295325909921 0.001036089722046718 0.0010342187467524239 0.0011546012621805035 0.0016690078844795999 0.0013051582033388898 0.0017429399416737665 0.0014054564831483965 0.0010854523277754073 0.0010423570937276722 0.0013519651427749369 0.0010032656008045759
leaf_count=243 126 152 348 94 116 250 40 193 177 61 299 574 144 146 140 388 419
internal_value=0 3.15381e-05 -2.46718e-06 4.39277e-05 -4.4924e-05 -3.22674e-06 0.000487374 -8.39288e-05 -0.00043283 -9.70824e-06 -0.000121922 -0.000328412 6.11756e-05 -0.00017065 0.000339055 0.0005471 -0.000137188
internal_weight=0 0.0207758 0.0196325 0.0183024 0.0155556 0.0145308 0.00205262 0.0124782 0.00218882 0.0102894 0.00862036 0.00405136 0.004569 0.00249091 0.00207809 0.00274685 0.00274621
internal_count=3910 3784 3632 3284 2653 2537 134 2403 370 2033 1972 1292 680 290 390 631 993
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=17
num_cat=0
split_feature=14 124 133 50 47 159 52 42 151 4 484 133 48 4 4 3
split_gain=0.000308703 0.000140452 0.000216769 0.000173385 0.000198954 0.000163637 0.000224602 0.000184346 0.000164945 0.000175554 0.000152762 0.000194049 0.000125472 0.000208812 0.000244141 9.93692e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10424500000000002 0.117025 -0.026594999999999997 0.11262000000000001 0.097255000000000022 -0.084874999999999992 0.27020000000000005 0.073820000000000011 0.083815000000000014 0.09227500000000001 -0.0025899999999999994 0.05309500000000001 -0.075679999999999983
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 10 11 12 13 15 -15 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00080167433778756468 -0.00096726863936779587 0.00067874610368961509 -0.00078096112516932591 -0.00065753237602683592 -0.00066333334020794406 -0.00043878585408444588 -0.00071285679591266964 0.00088753589014583514 -0.00023141288532050653 0.00075433480917065112 0.00064354820825027041 0.0006722736464069188 0.0003436706642887293 -0.001304555184026152 -0.00016088038963470765 0.0004785926502799427
leaf_weight=0.0011173517920737572 0.0010151996126940557 0.0010206780649416039 0.0010513046305144344 0.0010254010027898703 0.0010183538039969511 0.0015739570025325158 0.0010060600099056254 0.0010081148079734937 0.0013648743322636305 0.0014364193954927518 0.0013077081095541898 0.0011020970193516607 0.001351366415561106 0.0010122399334875371 0.0014069590924289804 0.0011418060012457119
leaf_count=240 126 49 570 338 108 255 205 170 760 225 189 204 93 134 113 131
internal_value=0 3.79462e-05 1.45608e-06 5.02069e-05 9.60012e-05 0.000148147 9.48917e-05 0.000158851 9.60515e-05 0.000179206 8.41073e-05 -1.50323e-05 -0.000135703 -0.000267214 -0.000639416 9.19983e-05
internal_weight=0 0.0189447 0.017924 0.0168727 0.0158473 0.014829 0.0137116 0.0127055 0.0116974 0.0101235 0.00868705 0.00737934 0.00627725 0.00492588 0.0024192 0.00250668
internal_count=3910 3784 3735 3165 2827 2719 2479 2274 2104 1849 1624 1435 1231 1138 247 891
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=12
num_cat=0
split_feature=4 0 2 15 52 160 15 16 3 15 12
split_gain=5.28907e-05 0.00013508 0.000127982 9.74679e-05 0.000101317 9.1151e-05 0.000143455 0.000188986 0.000122533 0.000117488 8.94829e-05
threshold=0.0057500000000000008 -0.15517999999999996 0.10836000000000003 -0.03231499999999999 0.092885000000000009 0.088785000000000017 -0.017214999999999998 -0.12467499999999999 1.0000000180025095e-35 -0.14487999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 7 9 -9 -2 -5
right_child=5 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0044697792413600787 0.0034383604819969178 0.0018348719523309275 0.0029545912158836073 0.0012347665381306928 -0.0053665200152836377 0.0040110309508927522 0.0032093772422191256 -0.00056324392748491998 -0.006280697333361002 -0.0015356703384232294 -0.0033553202720175458
leaf_weight=0.0012289619958537595 0.0015940399176977054 0.0013123519659968726 0.001613719293369887 0.0014502582199530938 0.0010070074377395571 0.0010686859995782186 0.0017363046738923865 0.0010875964145560003 0.001167790105812111 0.0012913577247002303 0.0011393192842543425
leaf_count=124 246 597 319 302 379 156 120 277 111 207 1072
internal_value=0 -0.00074223 -3.99067e-05 -0.00102429 -0.00206757 0.000680822 0.000163314 -0.000865497 -0.00352362 0.00121224 -0.000784704
internal_weight=0 0.00775162 0.00652266 0.00490894 0.00359658 0.00794577 0.00687709 0.00514078 0.00225539 0.0028854 0.00258958
internal_count=3910 2793 2669 2350 1753 1117 961 841 388 453 1374
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=16
num_cat=0
split_feature=124 133 14 50 47 159 52 42 13 160 0 13 16 151 1
split_gain=0.000253258 0.000271417 0.000243479 0.000202909 0.000253086 0.000187169 0.00024451 0.000242305 0.000149302 0.000167408 0.000166345 0.000114382 0.000177718 0.000186309 0.00018534
threshold=0.10385500000000002 0.10064500000000001 0.077685000000000018 0.10625000000000001 0.117025 -0.026594999999999997 0.11401500000000002 0.098285000000000011 -0.090744999999999978 -0.081299999999999983 -0.083674999999999986 0.076210000000000014 0.050115000000000007 -0.0088999999999999982 0.095155000000000017
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 -10 -7 12 13 -11 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 11 -12 -13 -14 14 -16
leaf_value=0.00078074810222137888 0.00076323838713772657 -0.00088475945936997624 -0.00082289579436957015 -0.00068469851366894979 -0.00072550463909946299 7.8361673478465329e-05 -0.0007287559135426714 0.00094783719596471189 0.00057454077417213017 -0.00049182367630681042 0.00090886811065853449 0.00026146498589072446 -0.00073121383827022622 -0.00018744241879998553 0.00064320529995523989
leaf_weight=0.0012152390339669845 0.0011602520580333972 0.0010914139102047712 0.0010139991131037076 0.0010672884951609838 0.0010573445629249436 0.0017207025911305067 0.0010054056369684381 0.0010104301667986483 0.0011921608025099511 0.0018503303979130288 0.0011878038287525079 0.001883028869838474 0.0015020098116247244 0.0017208764974525259 0.0014356733662831533
leaf_count=246 49 586 110 323 108 263 198 163 244 214 94 214 265 722 111
internal_value=0 -5.71264e-05 -9.23775e-06 3.69879e-05 8.28878e-05 0.000137249 8.33484e-05 0.000143816 7.87848e-05 -2.40157e-05 0.000417532 -0.000109047 -0.000216236 -6.17488e-05 0.000190356
internal_weight=0 0.0199537 0.0188623 0.0178483 0.016781 0.0157237 0.0145084 0.013503 0.0124926 0.00958408 0.00290851 0.00839192 0.00650889 0.00500688 0.00315655
internal_count=3910 3861 3275 3165 2842 2734 2488 2290 2127 1770 357 1526 1312 1047 833
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=17
num_cat=0
split_feature=14 124 133 50 15 158 15 151 13 2 49 48 0 0 51 12
split_gain=0.000317141 0.000200664 0.000215794 0.000208532 0.000212166 0.000199939 0.000200588 0.00017604 0.000204291 0.000265688 0.0002865 0.000282115 0.000192939 0.000127193 0.000188701 7.97761e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 -0.26361999999999991 0.084710000000000021 -0.11739999999999999 -0.076429999999999984 -0.10939499999999998 0.11230000000000001 -0.069934999999999983 0.091555000000000011 -0.10575999999999998 -0.053834999999999994 -0.029044999999999998 0.08401500000000002
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 12 -9 10 -10 13 -8 14 -12 -16
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 15 -17
leaf_value=0.00079849386781270912 -0.00097251969103381776 0.00082475776350620484 -0.00081380333173514943 -0.0007581292648927738 -0.00052636844370492343 -0.00074919947129762276 0.0012242080737694023 0.00065710188724713253 -0.00072401148506790055 -0.00078861421684083108 0.00095731215083525605 0.0011387263857451434 0.00013960171687627844 -0.00033884377584984609 -0.00032660625671367881 0.00035814681056297551
leaf_weight=0.0013492662648404664 0.0011121405019213484 0.0010570843656401109 0.0010565495465062044 0.0010361968941446009 0.001592861425589326 0.0010369288102492326 0.0010346992059896976 0.0016787476235662719 0.0012153030822233809 0.0013857455987365819 0.0010008138294156504 0.0010322912444482787 0.0012202961383764354 0.0016674442374911952 0.0012251827285811941 0.0011044687570049708
leaf_count=236 126 49 570 323 206 283 94 129 115 182 137 61 256 192 121 830
internal_value=0 4.16353e-05 -2.78367e-06 4.59575e-05 9.63196e-05 3.39679e-05 9.13275e-05 0.000169633 6.73513e-05 -4.73532e-05 9.44174e-05 0.00025936 0.000637271 7.77321e-05 0.000286297 -1.97042e-06
internal_weight=0 0.0196939 0.0186368 0.0175802 0.016544 0.0151948 0.0141579 0.012565 0.01031 0.00863125 0.0072455 0.0060302 0.002255 0.00499791 0.00333047 0.00232965
internal_count=3910 3784 3735 3165 2842 2606 2323 2117 1767 1638 1456 1341 350 1280 1088 951
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=12
num_cat=0
split_feature=15 133 43 12 43 16 14 16 4 1 12
split_gain=4.59969e-05 8.16748e-05 0.000131328 0.000233331 0.000131644 0.000101373 9.73496e-05 0.000117455 0.000140906 7.40592e-05 5.38967e-05
threshold=0.079360000000000014 -0.031394999999999992 -0.079109999999999986 0.051320000000000005 -0.069494999999999987 0.081265000000000018 -0.10523499999999998 -0.52908499999999992 0.0057500000000000008 0.086560000000000012 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8 9 -9 -2
right_child=10 2 4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.0033130985593336861 -0.003923436391208149 0.0010918409896475162 0.0053431512776336799 -0.006032470046899753 -0.0030501358301710611 -0.0035019376357208385 -0.0019515757932896637 0.0031419746413347801 0.0054176834947965991 -0.0016428372270602704 0.00039988922364712903
leaf_weight=0.0014382589406486132 0.0011173498646885908 0.001733104359276707 0.0010201467698330371 0.0016371541627801457 0.0010085212666831609 0.0011682718926567699 0.0013571247230852483 0.001055693434795839 0.0018588947585539079 0.0013498826702214584 0.001001288370343717
leaf_count=399 912 243 242 725 88 227 101 102 190 157 524
internal_value=0 0.000263185 -9.67e-05 -0.0023689 0.000771687 0.000173671 0.000821338 0.00151589 0.00261937 0.00045699 -0.00188019
internal_weight=0 0.0136271 0.0121888 0.00337026 0.00881854 0.00779839 0.00663012 0.0056216 0.00426447 0.00240558 0.00211864
internal_count=3910 2474 2075 968 1107 865 638 550 449 259 1436
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=11
num_cat=0
split_feature=51 15 2 16 40 160 0 0 3 4
split_gain=4.5741e-05 8.74843e-05 8.32725e-05 0.000158656 0.000111016 0.000102318 0.000101198 0.000143087 0.000183794 0.000112107
threshold=0.12190000000000002 -0.24219999999999997 0.10910500000000002 -0.16268499999999997 -1.0000000180025095e-35 0.087825000000000014 0.047345000000000005 -0.070894999999999986 0.086245000000000016 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 9 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0038097860308955135 -0.0031112098947742176 -0.0050999748989473421 -0.0017481730064664528 0.0060355467621517602 -0.0062558861419613858 -0.0046636505499825943 -0.0036669977304291329 0.0050577048286981445 0.0055613380281888886 0.00028274307575091695
leaf_weight=0.0016461102851454629 0.0012080561539692418 0.0014874423577298625 0.0013861997933707626 0.0014664897905427863 0.0012413990204162982 0.0012044866700055921 0.0012858593603251103 0.0019805475102484477 0.0010460462513768309 0.0016781816519331788
leaf_count=302 220 208 148 349 1618 281 152 242 78 312
internal_value=0 0.000230434 -0.00023072 0.00225322 -0.000944742 -0.000212133 0.000529262 0.0014367 -0.000371729 -0.00249747
internal_weight=0 0.0144228 0.0127767 0.00285269 0.00992396 0.00843652 0.00723203 0.00594617 0.00396563 0.00291958
internal_count=3910 3690 3388 497 2891 2683 2402 2250 2008 1930
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=13
num_cat=0
split_feature=52 1 12 1 47 4 2 3 0 15 42 13
split_gain=5.29683e-05 8.20412e-05 9.18126e-05 6.78582e-05 8.20096e-05 7.08191e-05 0.000112156 0.000153631 8.62147e-05 6.64762e-05 6.25143e-05 6.1581e-05
threshold=-0.27466499999999994 0.13662500000000002 0.11655500000000001 0.11561500000000001 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.076695000000000013 -0.15713499999999997 -0.031229999999999997 0.078965000000000021 -0.0038299999999999996
decision_type=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 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.0030457100973972856 -0.0047648639055407477 0.0044188221168478415 -0.0043328931490192596 0.0031723836281468405 -0.0040975667032731918 0.00051259685802833061 -0.0018923756509297771 0.0082745516376383221 0.003587212985859485 0.0032874060945376868 -0.0034994311386696117 -0.0015048279365851604
leaf_weight=0.0012391186456076593 0.0010144269958878762 0.0010132886343849788 0.0010828305696314955 0.0016491253969621563 0.0010963155221608506 0.001369143617841408 0.0011623134652591592 0.00104373780631839 0.0010157145025308872 0.0011117547709838544 0.0013098149304370567 0.001416007944679516
leaf_count=425 91 212 133 268 200 301 106 62 416 381 901 414
internal_value=0 0.000239018 -8.01208e-05 0.000297701 -0.000152114 0.00030595 0.00199674 0.00387018 -0.000724249 0.000120314 -0.000797291 0.000602881
internal_weight=0 0.0142845 0.0132712 0.0121884 0.0105392 0.00944291 0.00357519 0.00241288 0.00586772 0.00485329 0.00383758 0.00252776
internal_count=3910 3485 3273 3140 2872 2672 469 363 2203 2112 1696 795
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=16
num_cat=0
split_feature=14 38 124 48 50 0 3 1 13 2 15 42 2 12 3
split_gain=0.00020994 0.000168449 0.000242379 0.000188312 0.000220816 0.000229963 0.000271962 0.000246336 0.000203436 0.000229097 0.0001433 0.000126402 0.000108785 0.000227293 0.000107833
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 0.086465000000000014 -0.10575999999999998 -0.12008499999999998 0.11198000000000001 -0.15078499999999997 0.094010000000000024 -0.076594999999999983 0.083815000000000014 0.08400500000000001 1.0000000180025095e-35 0.092005000000000017
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 11 10 -8 12 14 -7 13 -10 -4
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00069641002770798636 -0.00078731751816280005 -0.00068187810321319593 0.0001840795783823357 -0.00063740381859957737 -0.00067344009051971225 0.00070175532853945419 0.000413310996180134 0.00094447859609271003 6.9561714266273657e-05 -0.0011468117178238166 0.00054465892368281833 -9.3267662576977523e-05 0.00020187971388573866 -0.00098408578742048016 -0.0005265319139941383
leaf_weight=0.0017249732860082348 0.0010579918532933044 0.0010128799676279434 0.001717337612754985 0.0013543049879572366 0.0012241171098336589 0.0016370044180828956 0.0010761897986210842 0.0017077165682447548 0.0013376624384041531 0.0011157834525183565 0.0018172905727338153 0.0010260986432881758 0.0012335836966343768 0.0012483545031238899 0.0011080846458071392
leaf_count=269 126 91 139 113 629 174 49 115 62 530 131 49 961 429 43
internal_value=0 2.41031e-05 6.10989e-05 -1.15537e-06 5.18733e-05 0.000110966 -7.70196e-05 0.000367753 -0.000286314 -0.000438871 0.000155618 0.000395431 -0.000232067 -0.000439068 -9.46107e-05
internal_weight=0 0.0203414 0.0193285 0.0176035 0.0162492 0.0150251 0.00867468 0.00635043 0.00601157 0.00493538 0.00464271 0.0026631 0.0038196 0.00258602 0.00282542
internal_count=3910 3784 3693 3424 3311 2682 2254 428 2031 1982 313 223 1452 491 182
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=12
num_cat=0
split_feature=0 1 147 15 15 3 16 2 0 42 0
split_gain=5.33134e-05 9.5416e-05 9.28946e-05 0.000196929 0.000122314 0.000114946 0.000266087 0.000133933 0.000162963 7.09596e-05 4.21928e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.089245000000000005 0.024640000000000006 -0.017214999999999998 0.10666500000000002 -0.072359999999999994 0.090695000000000012 -0.066689999999999985 0.083725000000000008 0.15480500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 7 -7 8 -3 -1 -2
right_child=10 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0050139806251722875 0.0038603002756928064 -0.0030458785768244108 0.0042488241060542964 -0.0059598600622399961 0.0043042154620156906 0.0012666221887871159 -0.0082754987387928976 0.0043862807989068012 0.003851884405444453 -0.00029703284059314736 0.00022250011547679096
leaf_weight=0.0013668627489764793 0.001135707676408749 0.0019910966519184232 0.0010183148973850189 0.0010548606566994851 0.0013931206893478595 0.0013651092743720847 0.0010063447789725455 0.0015599156809651335 0.0010302691097295738 0.0011762318091914233 0.0014250414153097746
leaf_count=885 181 334 122 502 202 145 54 277 114 1020 74
internal_value=0 -0.000387248 0.000209544 -0.000228003 0.000496466 -0.000266494 -0.00278265 0.00103597 -0.000693779 -0.0028323 0.00183589
internal_weight=0 0.0129621 0.010419 0.00940072 0.00834586 0.00695274 0.00237145 0.00458128 0.00302137 0.00254309 0.00256075
internal_count=3910 3655 1750 1628 1126 924 199 725 448 1905 255
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=16
num_cat=0
split_feature=14 52 157 48 158 14 49 457 0 16 0 4 3 1 12
split_gain=0.000305802 0.000159613 0.000182769 0.000176 0.000213259 0.000310973 0.000269108 0.000343221 0.000367053 0.000200393 0.00017339 0.000113035 0.00011214 0.000141186 0.000132603
threshold=0.077685000000000018 -0.40083499999999994 -0.073574999999999988 0.12862000000000004 0.084965000000000027 -0.13131999999999996 0.089635000000000006 -0.0034949999999999994 -0.15291499999999997 0.20277000000000003 0.14676000000000003 -0.41745999999999994 -0.08348499999999999 0.094385000000000011 0.092365000000000017
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 7 -7 -9 10 12 -11 14 -14 -10
right_child=-2 2 3 -5 -6 6 -8 8 9 11 -12 -13 13 -15 -16
leaf_value=-0.00055846967052684186 -0.00088233345066689162 0.00057506506354258605 -0.00063645464565163237 -0.00061453969948077429 -0.00063325496138686474 -0.00074605860187765911 0.00091757747123294312 0.00088182267815061714 0.00071686548250077329 0.00088602886281366499 -0.00066983945342717751 0.00014160769466411863 -0.00047855404623403192 0.00019184201158962193 -9.3463195163554733e-05
leaf_weight=0.0011760243951899818 0.0010596842623673821 0.0018605300270325862 0.0013786476037122028 0.0011331338009277761 0.001129711345035085 0.0011587925372386213 0.0013137399212993653 0.0018948701251831667 0.0012087633820742601 0.0011086018546075938 0.0011260851539604266 0.0011785724229687045 0.0017382148163587272 0.0017815197882662436 0.001062886665833887
leaf_count=389 126 389 101 90 377 154 254 111 542 32 49 41 753 332 170
internal_value=0 3.9891e-05 7.67834e-05 2.29264e-05 6.78466e-05 0.000120824 0.000197748 0.000120603 0.000211082 7.30036e-05 -6.89812e-05 0.000502431 4.78505e-05 -0.000139232 0.000337719
internal_weight=0 0.0202501 0.0190741 0.0172135 0.0160804 0.0149507 0.013572 0.0122583 0.0110995 0.00920464 0.00691747 0.00228717 0.00579138 0.00351973 0.00227165
internal_count=3910 3784 3395 3006 2916 2539 2438 2184 2030 1919 1846 73 1797 1085 712
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=16
num_cat=0
split_feature=14 133 13 48 50 0 3 15 2 39 15 52 0 4 0
split_gain=0.000276644 0.000161633 0.000171866 0.000241716 0.000220859 0.000277827 0.000283868 0.000249046 0.000249715 0.000238229 0.000199941 0.000131466 0.000108701 0.000108691 0.000104306
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.12649500000000002 0.086465000000000014 -0.11287999999999999 -0.100615 -0.079799999999999996 0.090695000000000012 0.005105000000000001 -0.03231499999999999 -0.088779999999999984 -0.21145499999999998 -0.15534499999999998 -0.083934999999999996
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 10 8 -4 11 -7 -8 -10 -12 -13
right_child=-2 -3 3 -5 -6 6 9 -9 12 -11 13 14 -14 -15 -16
leaf_value=0.00059785144924006718 -0.00092546610600080764 -0.00065628769879983741 -0.00053145745977624728 -0.00080819294811316524 -0.00070591663544441693 0.0010072566227491662 -0.00014794204333973878 0.0010087784391022696 8.0487536022450916e-05 0.00019181584824362979 0.00038275323622719118 -0.00048766046814758683 0.0008757917853567653 -0.00039831098370108091 -0.0012966157393509879
leaf_weight=0.0018878557999568333 0.001024963547313267 0.0010322472913792567 0.0010945779252568011 0.0010785725708841723 0.0010887210583386949 0.0010444754072511109 0.0012407551350641201 0.0018359444053709885 0.0010181344812902893 0.0018765046941887865 0.0014069915846038894 0.0010459414470737963 0.0012640842936451797 0.0010002473229639968 0.0010461497941966613
leaf_count=190 126 542 66 91 506 106 364 124 33 242 127 637 125 73 558
internal_value=0 4.07341e-05 8.08646e-05 2.00211e-05 7.97229e-05 0.000141374 -5.7494e-05 0.000471798 0.000179845 -0.000324443 0.000345387 -0.000615113 0.000520994 5.82082e-05 -0.000892178
internal_weight=0 0.0189612 0.017929 0.0160411 0.0149625 0.0138738 0.00866107 0.00521274 0.0033768 0.00520935 0.00345171 0.00333285 0.00228222 0.00240724 0.00209209
internal_count=3910 3784 3242 3052 2961 2455 2107 348 224 1801 306 1559 158 200 1195
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=15
num_cat=0
split_feature=14 133 133 50 12 48 3 1 12 2 160 3 43 11
split_gain=0.000236089 0.000153069 0.000172205 0.00013989 0.000149746 0.000263399 0.000193524 0.00014854 0.000364741 0.000175318 0.000144633 0.000174961 8.91363e-05 5.89952e-05
threshold=0.073890000000000011 0.10599500000000002 0.085625000000000021 0.10119500000000002 -0.036459999999999992 0.11930500000000001 -0.13927999999999999 0.11198000000000001 1.0000000180025095e-35 0.10796500000000002 0.086110000000000006 0.086245000000000016 -0.074254999999999988 0.080150000000000013
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 9 -9 10 11 12 -8 -6
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0003779515164739378 -0.00078712966244212613 -0.00059783832671892584 0.00061639113983432466 -0.00058074839602529097 0.00093569636388725461 -0.00067224006604770415 0.00027913575778377498 0.0010611926324498658 -0.00015632926474887343 -0.00059426678432392913 -0.00043295517728928948 0.00070066411236677196 -0.00026926703965811534 0.00037015046889100569
leaf_weight=0.0019031908395878367 0.0010354793921014951 0.0010151914707464431 0.001481846680245833 0.0010163373918697814 0.0010629907297512462 0.0010680372147026116 0.0016799750342529575 0.0013265817447775871 0.0014340364240419401 0.001262083345549489 0.0011790605987194048 0.0014759833296218439 0.0016407490235063838 0.0010049584631905972
leaf_count=293 135 540 602 259 77 79 303 98 116 145 157 116 845 145
internal_value=0 3.39584e-05 7.05347e-05 2.015e-05 6.07624e-05 0.000124332 0.000194839 9.84543e-05 0.000428736 -2.75198e-05 9.21772e-05 0.000221258 8.17336e-06 0.000660859
internal_weight=0 0.018551 0.0175358 0.016054 0.0150376 0.0131345 0.0120664 0.00999847 0.00276062 0.00723785 0.00597577 0.00479671 0.00332072 0.00206795
internal_count=3910 3775 3235 2633 2374 2081 2002 1780 214 1566 1421 1264 1148 222
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=13
num_cat=0
split_feature=484 1375 1 12 52 133 43 4 47 52 0 16
split_gain=4.79953e-05 5.35995e-05 5.44176e-05 9.65739e-05 7.54123e-05 0.000117963 9.56964e-05 0.000127607 0.000103818 9.18143e-05 8.70837e-05 7.62713e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.087720000000000006 -0.074254999999999988 0.044585000000000007 0.09252500000000001 -0.072349999999999984 -0.06402999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 10 9 -8 -3 -11
right_child=1 2 -4 -5 -6 -7 8 -9 -10 11 -12 -13
leaf_value=-0.0029871782976884829 -0.0027180042153723857 -0.0013145610957779215 0.0033732387060754821 -0.0040121138058360362 -0.0024255402623889889 -0.0036848650106903087 -0.0017368734071361064 0.007749622022769645 -0.0036722330357421146 0.0007692846821088829 0.0046177125847509434 0.0055919879416787719
leaf_weight=0.0010900403241962944 0.0012360767952628174 0.0010984677593236687 0.0012552995031092423 0.0010794206074997642 0.0015397499715671835 0.0010002700251737192 0.0013188594242906455 0.0010728271389212202 0.0010627141659879632 0.0015637449438114237 0.0010277238510901336 0.0012792568308743445
leaf_count=612 146 318 211 116 460 535 306 100 113 716 98 179
internal_value=0 0.000199697 0.000470897 0.000168373 0.000579962 0.00107103 0.00163577 0.00363103 0.000414068 0.00145749 0.00155288 0.00293934
internal_weight=0 0.0145344 0.0132983 0.012043 0.0109636 0.00942386 0.00842359 0.00319902 0.00522458 0.00416186 0.00212619 0.002843
internal_count=3910 3298 3152 2941 2825 2365 1830 516 1314 1201 416 895
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=16
num_cat=0
split_feature=14 52 157 376 48 52 1 16 15 4 2 3 3 15 3
split_gain=0.000346056 0.000196701 0.000257656 0.000160588 0.000250988 0.00018786 0.000398028 0.000307086 0.00026497 0.000251329 0.00028999 0.000215213 0.000275806 8.29444e-05 5.68755e-05
threshold=0.077685000000000018 -0.40083499999999994 -0.072409999999999988 0.088415000000000007 0.12675000000000003 -0.07984999999999999 0.10080500000000002 -0.110495 -0.10192499999999999 0.28937500000000005 0.10393500000000001 0.096385000000000012 -0.084014999999999992 0.024640000000000006 -0.012889999999999999
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 9 -9 10 13 12 -10 -7 -14
right_child=-2 2 3 -5 -6 7 -8 8 11 -11 -12 -13 14 -15 -16
leaf_value=-0.00077744406487739129 -0.0010735878996920921 0.00053579172891948844 -0.00019706995251899393 0.00048869830815964383 -0.00095895953775747332 -0.00010393884348962462 0.0011068055826247594 -0.001226377605049725 -8.8820911813560521e-06 0.00059527359831503608 -0.00078752950025074537 0.00034230058796160451 -0.0012090930587139266 0.00053559696155706265 -0.00064245584196551348
leaf_weight=0.0012524123134659204 0.0011806636757738511 0.0017973404154158342 0.0019832342294325679 0.0010934520894201353 0.0011407772440067262 0.0013240272104761649 0.0010398650883069425 0.0011588146402961852 0.0017274306687671643 0.0017646278075652646 0.0014428755468682067 0.0011100132107346172 0.0010597587178145301 0.0010671684937238191 0.0010062131442224323
leaf_count=389 126 395 272 74 79 206 126 161 632 270 105 56 858 76 85
internal_value=0 -0.000122517 -7.86904e-05 -0.000143971 -0.000187687 -0.000127768 0.000251428 -0.000226075 -0.000492281 6.21722e-05 -0.000183187 -0.000318794 -0.000512241 0.00018148 -0.000933117
internal_weight=0 0.019968 0.0187156 0.0169183 0.0158248 0.014684 0.0030231 0.0116609 0.00606223 0.0055987 0.00383407 0.00490342 0.0037934 0.0023912 0.00206597
internal_count=3910 3784 3395 3000 2926 2847 398 2449 1792 657 387 1631 1575 282 943
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=17
num_cat=0
split_feature=14 124 133 132 42 50 47 1 52 133 4 0 0 0 16 0
split_gain=0.000301954 0.000180581 0.000251883 0.00018899 0.000233808 0.0001975 0.000235112 0.000247278 0.000383856 0.000274864 0.000176945 0.000319459 0.000106589 0.000105806 0.000225837 8.67568e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.080815000000000012 -0.089024999999999979 0.10625000000000001 0.086425000000000016 0.11235500000000002 -0.092854999999999979 0.083815000000000014 -0.0010999999999999996 -0.230625 -0.068039999999999975 -0.087899999999999992 0.15737500000000001 -0.13027499999999997
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 -6 10 13 -12 15 -10 -15 -8
right_child=-2 -3 -4 -5 5 -7 12 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.00083509973273768331 -0.00098336210825151192 0.00078412610796433735 -0.00087948823739982787 0.00068807017673997567 -0.00087555716509973825 -0.00073052266947510767 -0.000160383519633173 0.00083307725319311534 0.00074796438250372178 0.0010718604457557331 0.00047364911174073763 -0.00068635348589059545 0.00015531503605487894 -0.0003510424845363341 0.00075954397620188376 -0.00089217615181147057
leaf_weight=0.0010921459897003825 0.0010419426947775859 0.0010459461406910784 0.0010607748221126171 0.0014443682682784764 0.0011938754347523969 0.0010390363062116872 0.0010060871176484911 0.0019093603236622252 0.0015552008527868651 0.0011774349495720926 0.001385951299070598 0.0019520854497244331 0.00103188157919476 0.0014254923494619086 0.0011132935997009152 0.0012283273527831709
leaf_count=311 126 49 570 241 362 267 59 303 145 302 60 217 82 598 40 178
internal_value=0 3.60778e-05 -3.81028e-06 4.62528e-05 -7.92672e-06 4.84718e-05 0.000102508 0.000224751 0.00010627 0.00024242 0.000111014 -0.000204721 -0.000335848 0.000368448 0.000135965 -0.000562673
internal_weight=0 0.0206613 0.0196153 0.0185545 0.0171102 0.016018 0.014979 0.0117127 0.00980333 0.00860946 0.00743202 0.00333804 0.0032663 0.00409399 0.00253879 0.00223441
internal_count=3910 3784 3735 3165 2924 2613 2346 2027 1724 1362 1060 277 319 783 638 237
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=16
num_cat=0
split_feature=14 133 133 50 15 3 15 0 3 16 1 13 2 0 0
split_gain=0.000334792 0.000132237 0.000185777 0.000139705 0.000183739 0.000180831 0.000168677 0.00019651 0.000242173 0.000244712 0.000205468 0.000131542 0.000125893 0.000159714 0.000229979
threshold=0.077685000000000018 0.10599500000000002 0.085625000000000021 0.10625000000000001 -0.26361999999999991 -0.15464999999999998 -0.11739999999999999 -0.10575999999999998 0.0021050000000000005 -0.071319999999999981 0.091310000000000016 -0.11267999999999999 0.099370000000000014 -0.072864999999999985 -0.053834999999999994
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 -9 13 -13 -15
right_child=-2 -3 -4 -5 5 6 7 11 9 -11 -12 12 -14 14 -16
leaf_value=0.00068944205166275097 -0.00094867992428071502 -0.00056355121896524603 0.0006408256789925122 -0.00060217994234687663 0.00059207172815396486 -0.00058824154561268164 0.00092747518406658032 0.00037291109132359422 0.00031390514642341361 0.00065015231466298727 -0.00069524286288684238 -0.00058733888012209106 -0.00083953895448283318 0.00062137862595266515 -0.00035071255664620698
leaf_weight=0.0012833539801527143 0.0011037590777688002 0.0010549712995660187 0.0015828584385182342 0.0010363118382078094 0.0014295976633378294 0.0016089742740151179 0.001275242184599179 0.0010921777683249694 0.0010580608305161832 0.0013491861970407193 0.0014496124004855226 0.0017305095768591211 0.0010244731296089431 0.0013177324036970361 0.0016763844664114073
leaf_count=193 126 542 602 236 152 197 113 77 41 57 92 1053 217 90 122
internal_value=0 3.63772e-05 6.98388e-05 1.76918e-05 5.7113e-05 3.05591e-06 -5.89404e-05 1.21867e-05 0.00026972 5.2238e-05 -0.000269454 -0.000181006 -0.000286236 -0.000166259 7.71118e-05
internal_weight=0 0.0199694 0.0189145 0.0173316 0.0162953 0.015012 0.0135824 0.0119734 0.0051321 0.00385686 0.00250767 0.00684128 0.0057491 0.00472463 0.00299412
internal_count=3910 3784 3242 2640 2404 2211 2059 1862 303 190 133 1559 1482 1265 212
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=12
num_cat=0
split_feature=52 376 484 52 2 160 49 4 13 4 2
split_gain=5.30659e-05 9.48672e-05 6.51021e-05 9.69535e-05 0.000112785 6.05789e-05 5.6605e-05 0.000101063 0.000175494 0.000156963 0.000145043
threshold=-0.27466499999999994 0.087355000000000016 -0.0043499999999999988 -0.081429999999999989 0.091985000000000011 -0.079684999999999992 0.093425000000000022 0.17888000000000001 -0.085774999999999976 -0.00072999999999999985 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 9 -9 10 -7
right_child=1 -3 3 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0028243095231681747 -0.0035500548167073814 0.0043601690363555736 0.00024334497103211135 -0.0031105272780702427 0.0062484184480452705 0.003207026395207104 0.0029091635101741119 0.0062669194892126939 -0.0011106193702055407 -0.0047324311554241636 -0.0036024208074182042
leaf_weight=0.0012555329174631777 0.0010134076920770606 0.0010076779250420805 0.0015975514833130233 0.001472930796773921 0.0010131883782193776 0.001576478340408844 0.0011349497273366489 0.0010280132128800152 0.0016896934382363109 0.0019810928810635353 0.0010220688507451281
leaf_count=425 560 91 261 585 152 1004 187 128 187 204 126
internal_value=0 0.000192619 -0.000117784 0.000160125 0.00257382 -0.000476058 -1.58766e-05 -0.000470805 0.00168005 -0.00174719 0.000528713
internal_weight=0 0.0145371 0.0135294 0.012516 0.00261074 0.00990523 0.0084323 0.00729735 0.00271771 0.00457964 0.00259855
internal_count=3910 3485 3394 2834 413 2421 1836 1649 315 1334 1130
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=16
num_cat=0
split_feature=14 52 1 475 0 0 16 0 0 49 2 51 42 16 133
split_gain=0.000364529 0.000140235 0.000206715 0.000257106 0.000204746 0.000201873 0.000152214 0.000187977 0.00014461 0.000301703 0.000286965 0.00020427 0.000105771 9.01801e-05 3.33277e-05
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 -0.050754999999999995 -0.017269999999999997 -0.089879999999999974 -0.055679999999999993 -0.099864999999999995 -0.15713499999999997 0.0037600000000000003 1.0000000180025095e-35 0.085845000000000019 0.085330000000000003 0.15100500000000003 0.058050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 8 -8 9 11 -10 -5 13 14 -7
right_child=-2 2 3 4 -6 12 7 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00055434438138373873 -0.00099965223226806412 -0.00083759449023684297 0.0010497084626201131 0.00080172450833763357 0.00077907396361647484 0.00014498232110915125 0.00023183897507526437 -0.00066944400363292105 -6.7618836912102698e-06 -0.00080058312930898117 0.0010188434123989179 -0.00024001972318576714 -0.00049119848494011951 -0.00020418796671919194 0.00060177179269146571
leaf_weight=0.0011602818977111502 0.0011151770870839453 0.0012143060552127476 0.0010566997198740236 0.0012327418895193721 0.0013659202666834137 0.0010050352392937337 0.0012621882407783669 0.0017305506761012002 0.0019513255494149229 0.0011730297074055152 0.0015391563196379746 0.0011451379688871555 0.0011503251188252446 0.0014730150206121451 0.0010100534284759721
leaf_count=389 126 457 201 106 183 435 99 317 422 60 185 36 587 54 253
internal_value=0 4.43893e-05 8.23314e-05 0.000211678 0.000133999 -0.000192965 4.61862e-05 -0.000289328 0.000188787 -6.35454e-05 0.000445487 0.000300042 -2.42056e-05 0.000129802 0.000373946
internal_weight=0 0.0194698 0.0183095 0.0124568 0.0114001 0.00585273 0.0100341 0.00299274 0.00704139 0.00355091 0.00349048 0.00237788 0.00463843 0.0034881 0.00201509
internal_count=3910 3784 3395 1609 1408 1786 1225 416 809 202 607 142 1329 742 688
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=18
num_cat=0
split_feature=14 124 123 133 12 50 48 49 1 47 2 15 457 13 16 12 4
split_gain=0.000389858 0.000276348 0.000281533 0.000291851 0.000275152 0.000285502 0.000324372 0.000267798 0.000250533 0.000448393 0.00027017 0.0001737 0.000218312 0.000112951 0.000173483 0.000111177 0.000104959
threshold=0.077685000000000018 0.10385500000000002 1.0000000180025095e-35 0.098810000000000023 -0.0089849999999999982 0.10625000000000001 0.11930500000000001 -0.085974999999999982 0.11198000000000001 0.08593000000000002 0.10869000000000002 -0.095799999999999982 0.082870000000000013 -0.0019849999999999994 -0.0060199999999999993 0.092150000000000024 0.05309500000000001
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 -6 10 -10 11 16 13 15 -15 -13 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00081129513807394948 -0.0011009282093143826 0.00097758579325091959 0.00067491218463253187 -0.0010437576743557544 -0.00045053769459121103 -0.00092154079046646614 -0.00080971743658984885 -0.00060983310318647819 0.0015062563846647498 -7.5798957733523491e-05 -0.00062839468401760948 0.00025683650294767405 0.0012445911554531497 -0.00060318538366026318 0.00042741799780336861 0.0010367512009580599 0.00024042738512065136
leaf_weight=0.0014348482658830984 0.0011146370650511597 0.0010660511161088735 0.0019530550353780247 0.0010470595541415646 0.0019682017002732996 0.0010093869953661577 0.0012432892115668013 0.0010390626857229718 0.0014644307693546512 0.0011252645525949845 0.0013350298295916338 0.0017652627345862574 0.0010112017907712989 0.0010182136054926651 0.0013484226985606392 0.0010268362423829364 0.001023751711100078
leaf_count=199 126 49 297 553 146 300 82 152 148 71 210 882 110 168 174 164 79
internal_value=0 4.1702e-05 -6.23369e-06 -7.6769e-05 -1.99295e-05 4.93992e-05 0.000113168 0.000194396 0.000298806 0.000818828 0.000158053 0.000285584 0.000443871 0.000286916 -1.59853e-05 0.000543662 -0.000187858
internal_weight=0 0.0218794 0.0208133 0.0188603 0.0178132 0.0163784 0.015369 0.0141257 0.0121575 0.0025897 0.00956778 0.00823275 0.00616994 0.00515874 0.00236664 0.0027921 0.00206281
internal_count=3910 3784 3735 3438 2885 2686 2386 2304 2158 219 1939 1729 1498 1388 342 1046 231
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=18
num_cat=0
split_feature=14 4 11 3 2 151 160 150 160 13 52 16 4 1 47 3 47
split_gain=0.000363366 0.000196959 0.000239268 0.000190456 0.000287362 0.000137016 0.000272544 0.000191438 0.000186819 0.000144504 0.00028121 0.000147266 0.000273615 0.000276835 0.000231921 0.000156765 0.000106268
threshold=0.077685000000000018 0.50657000000000008 0.087830000000000005 -0.13927999999999999 0.106285 -0.076429999999999984 -0.092169999999999988 0.08486500000000001 -0.07353999999999998 -0.48634999999999995 0.091210000000000013 0.056750000000000009 -0.078094999999999984 0.095575000000000007 0.10843500000000002 0.076695000000000013 0.093315000000000023
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 7 -7 -5 -8 -10 11 12 -11 15 -13 -14 -15
right_child=-2 -3 -4 5 -6 6 8 -9 9 10 -12 14 13 16 -16 -17 -18
leaf_value=-3.5634871277486483e-05 -0.0010147944367360315 0.00080251525980453331 -0.00082388344922339001 -7.7200640198240401e-05 0.0012340278856445164 -0.00096353415511110023 0.00063996177066505064 0.00088688466359341232 -0.00072192222141294121 0.0008171689211533802 0.00058841051025070761 -0.00097943209177551614 -0.0011347110240990958 0.00049455312988566885 0.00012161625475074632 -0.00018050605527980003 -0.000223885974484149
leaf_weight=0.0012639749340079788 0.0010822564800295189 0.0010181504516776829 0.0010487403732088998 0.0014607337940686837 0.0010126657736986289 0.0010430480468327516 0.0012253693193971628 0.0011698774916301738 0.0010369230010451045 0.0010318218305213778 0.0019107198401572415 0.0014722518382415291 0.0010933889690503615 0.0015482272498721257 0.0010223691756702236 0.0010788241535326648 0.0011184421259350565
leaf_count=106 126 213 121 314 52 422 182 191 47 632 390 322 486 147 64 38 57
internal_value=0 4.09974e-05 1.31242e-06 4.81204e-05 0.00052912 -1.94261e-05 -9.12802e-05 0.000351544 -1.87186e-05 -9.00638e-05 -2.6305e-05 -0.000166712 -1.311e-05 -0.000190155 -0.00052819 -0.000660808 0.000193229
internal_weight=0 0.0205555 0.0195374 0.0184886 0.00227664 0.016212 0.0135814 0.00263061 0.0125383 0.011313 0.010276 0.00836533 0.0058707 0.00483888 0.00249462 0.00217221 0.00266667
internal_count=3910 3784 3571 3450 158 3292 2787 505 2365 2183 2136 1746 1360 728 386 524 204
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=18
num_cat=0
split_feature=14 38 124 3 13 0 457 11 15 160 160 3 43 3 4 12 2
split_gain=0.000476241 0.000225016 0.000363342 0.000179097 0.000258693 0.000374476 0.000267523 0.000130601 0.000454201 0.000129875 0.000176247 0.000164258 0.00028626 0.000145869 0.000130913 7.25601e-05 6.98163e-05
threshold=0.077685000000000018 0.084445000000000006 -0.048219999999999992 -0.100615 -0.23438999999999996 -0.053834999999999994 -0.0015249999999999997 0.087830000000000005 -1.0000000180025095e-35 0.090735000000000024 0.069910000000000014 -0.077894999999999978 -0.070369999999999988 0.086245000000000016 0.41897000000000006 0.098180000000000003 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 15 6 -6 8 -4 10 11 -8 -13 -14 -15 -5 -10
right_child=-2 -3 3 4 5 -7 9 -9 16 -11 -12 12 13 14 -16 -17 -18
leaf_value=0.00087077950194303175 -0.0011446879977731444 -0.00078724750730930733 0.0013606370554352498 0.00083208729025141949 -0.00088653792719202993 -0.00095019634982928202 -0.0006038897169630752 -0.00024249018113188224 -0.00017906943256027771 -0.00051414120966214645 0.00083493488068304002 0.0010022716756847979 -0.00055342955118139645 0.00052108874260734374 -0.00030044180149667408 0.00015179356667514502 0.00041324240005164624
leaf_weight=0.0017655726561587063 0.0011667619879958393 0.0010177947089838593 0.0012435241599042315 0.0010246881923525993 0.0011337562786370081 0.0018618944046660075 0.001112781493928087 0.0011465149402924979 0.0017357622042107846 0.0011473131831061002 0.0010318395683370785 0.001058053716242029 0.0013078756533774086 0.0015628672206842165 0.0010738079160566016 0.0010332426928307825 0.0010468203744782301
leaf_count=271 126 84 133 121 259 288 1279 122 147 228 50 174 419 99 29 27 54
internal_value=0 4.38951e-05 8.55948e-05 1.07435e-05 -0.000100146 -0.000207811 -6.12053e-05 0.000296897 0.000450498 5.1607e-05 0.000142424 2.55779e-05 0.000165597 -5.88258e-05 0.000186514 0.000490526 4.3761e-05
internal_weight=0 0.0213041 0.0202863 0.0185207 0.0133481 0.0112902 0.0094283 0.00517262 0.00402611 0.00829454 0.00714723 0.00611539 0.0050026 0.00394455 0.00263668 0.00205793 0.00278258
internal_count=3910 3784 3700 3429 2973 2825 2537 456 334 2278 2050 2000 721 547 128 148 201
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=13
num_cat=0
split_feature=11 3 39 13 0 16 39 16 51 3 52 2
split_gain=4.85148e-05 7.68784e-05 6.89592e-05 0.0001093 0.000276214 0.000104315 9.52956e-05 7.67144e-05 0.000125735 0.000108084 0.000113195 3.45975e-05
threshold=0.087830000000000005 -0.13927999999999999 0.005105000000000001 -0.10241499999999999 -0.053834999999999994 -0.41862999999999995 0.097470000000000015 -0.114825 0.08955500000000001 0.090325000000000003 -0.07984999999999999 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -5 -4 -7 9 10 -9 -3
right_child=-2 2 6 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.0032397578063513765 -0.0033671477732027531 0.0001716188466007079 0.0050791412162285946 -0.0049436137894846412 -0.0079928343835867187 0.0043061480140368516 -0.001102102164885583 0.00260044378724983 -0.0047448218757645821 0.0054680124843953411 -0.0039660809064834485 0.0041215109851546151
leaf_weight=0.0018108553009922876 0.0010387182316875373 0.0010294828230139408 0.0013097490578126319 0.0010503216076700279 0.0014239773502695979 0.0010769477692187278 0.0012029192762371699 0.0013574724557481096 0.0012343462693004503 0.0010277454351696469 0.0012844179425553965 0.001215994999739926
leaf_count=237 157 110 254 170 265 157 180 424 201 54 1565 136
internal_value=0 0.000175996 -0.000243884 -0.000798937 -0.00162475 -0.000335074 0.00211992 0.00047424 -0.000367274 0.00110519 -0.000592029 0.00231061
internal_weight=0 0.0150242 0.0132134 0.0107007 0.00845523 0.00703125 0.00251267 0.00598093 0.00490398 0.00366964 0.00264189 0.00224548
internal_count=3910 3753 3516 3082 2836 2571 434 2401 2244 2043 1989 246
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=13
num_cat=0
split_feature=150 3 151 41 3 0 15 43 0 4 47 13
split_gain=4.62675e-05 0.000122644 0.000183062 8.79274e-05 0.000108307 0.000118723 0.000109278 0.00025134 0.000174974 0.000130212 9.65617e-05 4.92572e-05
threshold=0.08486500000000001 0.096385000000000012 -0.077449999999999977 0.075585000000000013 -0.100615 0.11015500000000002 -0.017214999999999998 -0.079804999999999987 -0.10462499999999998 0.044585000000000007 0.077735000000000012 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -6 10 11 -9 -8
right_child=1 -3 -4 -5 6 -7 9 8 -10 -11 -12 -13
leaf_value=0.0047682958737640764 0.0037731433549493807 0.0054201731632471601 -0.0039459363394498802 -0.0043523465666307198 -0.0080133134310369451 -0.0013113410696176148 0.0014423857282171988 -0.00038241043930304557 0.0030844840864906213 0.0050904485916409593 -0.0058753084429760535 -0.002217570861301157
leaf_weight=0.0015762780141942963 0.0011007904902672182 0.0010096490167362804 0.0012501931931085892 0.0010006547536696867 0.0010882425659960084 0.0010003988283024956 0.001258576626929726 0.0013727742496826567 0.0015584136541040702 0.0010518780544381406 0.0010970871056006325 0.001580391558347838
leaf_count=251 196 103 154 191 496 113 396 140 564 77 109 1120
internal_value=0 0.00139638 -0.000331666 -0.000426698 -8.75917e-05 0.00240787 -0.000801451 -0.00212727 -0.00053715 0.00094202 -0.0028223 -0.000595032
internal_weight=0 0.00336063 0.00235098 0.0125847 0.011584 0.00257668 0.00900736 0.00511652 0.00402828 0.00389085 0.00246986 0.00283897
internal_count=3910 453 350 3457 3266 364 2902 1309 813 1593 249 1516
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=17
num_cat=0
split_feature=14 124 133 50 48 15 158 0 16 3 42 43 12 42 4 2
split_gain=0.000261683 0.000191324 0.000235655 0.000289924 0.000324629 0.000269269 0.000254961 0.000175155 0.000258154 0.000165226 0.00014333 0.000143945 0.000235911 0.000194257 0.00013716 4.1209e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.12675000000000003 -0.26361999999999991 0.084710000000000021 -0.13027499999999997 -0.087089999999999987 0.090325000000000003 -1.0000000180025095e-35 -0.083899999999999988 0.097345000000000015 1.0000000180025095e-35 -0.069259999999999988 0.092340000000000019
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 -9 14 13 15 -12 -13
right_child=-2 -3 -4 -5 -6 6 -8 10 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0009020141202976253 -0.00083479715549510157 0.00075970038709638834 -0.00077476022161654715 -0.00081780747190448807 -0.0008381101472152763 0.00061745910327421275 -0.00073830781595381331 -0.00044256714467849802 0.0010189511437993727 -0.00019313455759111095 0.00081777327880398981 -0.00013599575455194217 0.00057947721700861128 -0.00068029899602212055 -1.4803521260722873e-06 0.00033537039016913749
leaf_weight=0.0013051147782253891 0.0010536247712890625 0.0010159165590677205 0.001080703540482046 0.0010661475968220492 0.0010116433983999853 0.0012576029338280392 0.0010017748530297072 0.0016139106553818786 0.0014639692005609323 0.0017554918345634857 0.0013680447393507982 0.0011444334523627074 0.001326943903543043 0.0017304985653663948 0.0010543853519101023 0.0010239454548535559
leaf_count=235 126 49 570 323 73 63 282 647 117 108 75 103 114 619 266 140
internal_value=0 3.77784e-05 -4.11002e-07 4.57624e-05 9.97374e-05 0.000158865 9.30692e-05 0.000153688 0.000430904 0.00014519 1.96894e-05 0.000117233 -4.22058e-05 -0.000253789 0.000461185 8.65914e-05
internal_weight=0 0.0202205 0.0192046 0.0181239 0.0170578 0.0160461 0.014741 0.0137392 0.00447706 0.00301309 0.00926216 0.00764825 0.00522582 0.00389888 0.00242243 0.00216838
internal_count=3910 3784 3735 3165 2842 2769 2534 2252 288 171 1964 1317 976 862 341 243
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=16
num_cat=0
split_feature=14 124 133 50 158 48 3 457 0 47 3 13 2 1 16
split_gain=0.000263815 0.000194379 0.000238216 0.000143661 0.000220279 0.000183465 0.000155604 0.000223193 0.000175325 0.000180365 0.000143874 0.000151029 0.000130177 0.000120701 0.000107265
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10424500000000002 0.085745000000000002 0.11930500000000001 -0.12008499999999998 -0.0034949999999999994 -0.10575999999999998 0.078345000000000012 -0.078669999999999976 -0.0030249999999999995 0.106285 0.10498500000000001 -0.094359999999999986
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 12 -8 9 13 -10 -12 -1 14 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 10 -11 11 -13 -14 -15 -16
leaf_value=0.00030316908196372384 -0.00094201177608906398 0.00084325773332464703 -0.00089556412508448602 -0.00063915069196218807 -0.0007589642517226398 -0.00055433929213822414 -0.00074496729034390248 5.3797978831853184e-05 -0.00051420291581200876 -0.00014955755337135436 0.00051051933484687643 -0.00025792565221242084 0.0011351480606366783 0.0012028166667744464 0.00086655022886982522
leaf_weight=0.0019308545531009332 0.0010301554513140734 0.0010063585041848585 0.0010133755330321318 0.0010257333955909593 0.0010211697418736716 0.0012231552446290159 0.0010006573643854899 0.0012157956566026251 0.0016190514213430202 0.0012741004876296036 0.001994117803249134 0.0016685659602334217 0.0010213224506043783 0.001078477656109092 0.0010973343716241795
leaf_count=142 126 49 570 338 322 94 187 82 975 68 462 210 110 118 57
internal_value=0 3.69871e-05 -7.63506e-06 4.47696e-05 8.82219e-05 0.000145426 0.000207002 0.000103457 0.000188803 0.000455014 -4.63581e-05 0.000160448 0.000590997 0.000682129 0.000439363
internal_weight=0 0.0191901 0.0181837 0.0171703 0.0161446 0.0151234 0.0139003 0.0109481 0.00994744 0.00466571 0.00528174 0.00366268 0.00295218 0.00339161 0.00231313
internal_count=3910 3784 3735 3165 2827 2505 2411 2159 1972 325 1647 672 252 257 139
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=12
num_cat=0
split_feature=14 157 16 0 2 0 12 1 12 4 1
split_gain=7.37344e-05 8.15173e-05 8.89237e-05 0.000171437 0.000134516 0.000151344 0.00010065 9.98645e-05 9.93737e-05 0.000124721 8.9171e-05
threshold=0.018455000000000003 -0.072409999999999988 -0.055679999999999993 0.18055000000000002 0.105395 -0.06402999999999999 0.091405000000000014 0.11561500000000001 0.092365000000000017 -0.0025899999999999994 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 8 9 -3 -11
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.0033338678327214958 -0.0037424533793050121 0.0050026138958315829 -0.0046802439451471937 0.0039513189108521711 -0.0064349396935883115 -0.0018901224013313034 0.0037837156461897497 0.0039023209653936751 -0.0034209822265220836 -0.0036062884147121787 0.0013615797402215561
leaf_weight=0.0014876320355944666 0.0010000824978310388 0.001150105314524801 0.0014895438391996944 0.00100471405152458 0.0012464483903568257 0.0012176930930336569 0.0012621570028880369 0.0017032212481461959 0.001288648950154246 0.0011179337265494649 0.0019932145395653578
leaf_count=496 159 717 799 34 315 108 89 315 477 249 152
internal_value=0 0.000206215 -0.000139109 -0.00137419 -0.00240003 -0.00113301 0.000997663 0.000920146 4.94004e-06 0.00104098 -0.000423532
internal_weight=0 0.0149613 0.0134737 0.00622056 0.00521584 0.00396939 0.00247985 0.00725312 0.0055499 0.00426125 0.00311115
internal_count=3910 3751 3255 1345 1311 996 197 1910 1595 1118 401
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=17
num_cat=0
split_feature=14 133 133 50 15 158 15 457 0 3 151 15 133 42 15 4
split_gain=0.000278016 0.000224182 0.00021022 0.000135466 0.000225419 0.000242469 0.000248503 0.000233984 0.0001854 0.000233685 0.000179923 0.000177896 0.000120809 0.000220992 0.000130475 0.000112246
threshold=0.077685000000000018 0.10599500000000002 0.083815000000000014 0.10119500000000002 -0.26361999999999991 0.083745000000000014 -0.11739999999999999 -0.0034949999999999994 -0.10575999999999998 -0.005644999999999999 -1.0000000180025095e-35 0.041585000000000004 -0.031394999999999992 0.091590000000000019 -0.017214999999999998 -0.032604999999999995
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 -9 -11 12 -10 14 -14 -4
right_child=-2 -3 15 -5 5 -7 7 8 11 10 -12 -13 13 -15 -16 -17
leaf_value=0.00074761280588236262 -0.00089598626663434133 -0.00075233524345578431 0.00096693110014747991 -0.0006126916664726188 -0.00062696102011462968 -0.0008566499073479289 -0.00063632070529215953 0.001198315273590938 0.00070731322649004579 0.00075955991671461344 -0.00015667036854871542 -0.00053992643890440764 -0.00053502045548101606 0.00073774989134765595 0.0001505276660442417 0.00017320510332608359
leaf_weight=0.0013247172956620786 0.0010805371290962254 0.0010975015201088309 0.0011617860997449846 0.0010492896468244249 0.0015409095328512258 0.0010108035857930879 0.0011379112746737622 0.0011376210673708087 0.0010909771909286365 0.0011952027957254918 0.0015560578972891861 0.001355233924357109 0.0016358956074057976 0.0011196552809497676 0.0018840393979557887 0.0010883671551769432
leaf_count=192 126 542 124 251 160 243 91 88 160 74 68 745 167 68 233 578
internal_value=0 2.84114e-05 7.28354e-05 5.45862e-06 4.60251e-05 -1.73536e-05 4.47816e-05 0.000130238 0.000209718 0.000521299 0.000241358 3.87146e-05 0.000175559 5.05191e-05 -0.000168082 0.000583017
internal_weight=0 0.020386 0.0192885 0.0170383 0.015989 0.0146643 0.0136535 0.0121126 0.0109747 0.00388888 0.00275126 0.0070858 0.00573057 0.00463959 0.00351994 0.00225015
internal_count=3910 3784 3242 2540 2289 2097 1854 1694 1603 230 142 1373 628 468 400 702
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=12
num_cat=0
split_feature=4 151 4 16 48 51 52 0 3 1 52
split_gain=5.1877e-05 7.65796e-05 0.00018489 9.5834e-05 8.42784e-05 0.00011161 9.77409e-05 7.66896e-05 0.000139858 6.36853e-05 9.84084e-06
threshold=0.27020000000000005 -0.051109999999999996 -0.0048949999999999992 -0.30307999999999996 0.091555000000000011 0.083165000000000017 -0.11271999999999999 -0.10575999999999998 -0.040669999999999991 0.11235500000000002 0.031990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8 -9 -2 -10
right_child=9 3 -4 4 -6 -7 7 8 10 -11 -12
leaf_value=-0.0026164811776164688 -0.00074005505979493635 -0.0051645349025707466 0.0056902838733204784 -0.0039095931083377817 0.0022433543666715151 -0.0055362378323976988 0.0033684460843521626 -0.0033392776633130849 0.0030559590187007241 0.0034030837475093625 0.0010473268920257383
leaf_weight=0.0010006812334739136 0.0013432575704591654 0.0010089804189998388 0.0012341281792698751 0.0013686319743359508 0.0018483620650977008 0.0010443580602729008 0.0013376967004879977 0.0019584528786989151 0.0010061493864287393 0.0017778614582389873 0.0010059891812612687
leaf_count=384 146 148 146 400 294 331 109 1520 75 326 31
internal_value=0 -0.000444707 0.00197076 -0.000954992 -0.000511157 -0.00117055 -0.000487695 0.00039457 -0.000607332 0.00161997 0.00205172
internal_weight=0 0.0128134 0.00223481 0.0105786 0.00956964 0.00772128 0.00667692 0.00530829 0.00397059 0.00312112 0.00201214
internal_count=3910 3438 530 2908 2760 2466 2135 1735 1626 472 106
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=17
num_cat=0
split_feature=14 147 11 3 2 12 0 13 49 4 1 160 151 4 42 51
split_gain=0.000274043 0.000167491 0.000210224 0.000231646 0.000341771 0.000186788 0.000209165 0.000488528 0.000200977 0.000200867 0.000309861 0.000173047 0.000133869 0.00010189 0.000132457 0.000168228
threshold=0.077685000000000018 0.089245000000000005 0.088315000000000018 -0.12008499999999998 0.106035 -1.0000000180025095e-35 -0.053834999999999994 -0.089189999999999978 -0.085974999999999982 -0.030814999999999995 0.11663000000000003 -1.0000000180025095e-35 -0.0088999999999999982 0.17888000000000001 0.08401500000000002 0.08482000000000002
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 9 8 -8 -7 -5 -11 -10 -13 14 15 -14
right_child=-2 -3 -4 5 -6 6 7 -9 11 10 -12 12 13 -15 -16 -17
leaf_value=-4.1013449246013588e-05 -0.00085123012885725822 0.00068529043979167462 -0.00072733770810348372 0.00093387128794545911 0.0011723682206090521 -0.00070640889035671864 0.00014661459876777989 -0.0014647708842204 -0.00038184374167066974 -0.00055831311720052376 0.00063817678424854714 -0.00024915820751471806 -0.00049745990346165229 0.00081585188475343559 0.00067237411034750717 0.00044421369957506395
leaf_weight=0.0015224114330942813 0.0010722250226689314 0.0010899891617762161 0.001098979914886832 0.0010286991013148394 0.0012171628058408324 0.0011348361075522329 0.0011473764538810771 0.0010498019739281781 0.0019227290968665978 0.0012635117297951598 0.001259195186347119 0.0014141780090017701 0.0011298459564612236 0.001059291880439947 0.0011753311012990819 0.0010823121321457685
leaf_count=135 126 152 120 72 74 125 37 243 802 226 210 161 662 71 599 95
internal_value=0 3.50333e-05 -3.26704e-06 4.24475e-05 0.000498079 -4.26569e-05 -0.000151541 -0.000623298 -3.53177e-05 0.000298143 3.89082e-05 6.25251e-05 0.000208303 0.000353787 0.000209296 -3.67402e-05
internal_weight=0 0.0195957 0.0185057 0.0174067 0.00273957 0.0146671 0.0111157 0.00219718 0.00891852 0.00355141 0.00252271 0.00778369 0.00586096 0.00444678 0.00338749 0.00221216
internal_count=3910 3784 3632 3512 209 3303 2795 280 2515 508 436 2390 1588 1427 1356 757
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=18
num_cat=0
split_feature=14 38 124 48 50 4 3 159 3 16 0 52 43 43 2 3 4
split_gain=0.000298258 0.000167507 0.000259508 0.000174927 0.000238349 0.000237919 0.000278391 0.000191666 0.000198173 0.000194259 0.000186247 0.000234466 0.000212233 0.000175517 0.000171121 0.0001097 6.77305e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 0.086465000000000014 0.28937500000000005 0.11476000000000001 0.089615000000000014 -0.12008499999999998 -0.27337499999999998 -0.10575999999999998 -0.066329999999999986 -0.089949999999999988 -0.074254999999999988 0.10113500000000002 0.11265500000000002 -0.025214999999999998
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 14 -10 11 -11 -12 -14 -4 -7 -8
right_child=-2 -3 3 -5 -6 15 16 -9 9 10 12 -13 13 -15 -16 -17 -18
leaf_value=0.000775230633245124 -0.00097878713267391488 -0.00070273052704019538 0.0010241075124014657 -0.00065437367533995809 -0.0007482653238893688 0.0011396369005446387 0.00032415763092927534 -0.00085295627860176339 -0.00090381713915815972 -0.00015734878978673493 -0.00083987525331142958 0.0009738798668501807 0.00055981838931016604 -0.00038341243608685415 -2.4871593648028901e-05 0.00028339657104290014 0.00099173905509397382
leaf_weight=0.0016417704171114286 0.0010437023614772436 0.001000233094279517 0.0010404773150773918 0.0012667726596741749 0.0011599868147668729 0.0010109721363725449 0.001068098392005723 0.0010182757587707302 0.0010100536766230826 0.0013610450685734854 0.0014669809097748376 0.0011574715364081369 0.0012019793687424131 0.0015318429353267009 0.001084094932081392 0.0010325634984635207 0.0010089497437210391
leaf_count=269 126 91 75 113 629 155 35 269 114 61 300 65 326 1034 91 95 62
internal_value=0 3.43073e-05 7.2983e-05 6.7971e-06 5.8649e-05 0.00012108 2.86161e-05 -8.97967e-05 -1.09342e-05 -0.00014831 -3.47415e-05 0.000362547 -0.000272928 3.12978e-05 0.00048885 0.000706993 0.000648443
internal_weight=0 0.0200616 0.0190613 0.0174196 0.0161528 0.0149928 0.0129493 0.0108722 0.00985395 0.00772937 0.00671932 0.00251852 0.0042008 0.00273382 0.00212457 0.00204354 0.00207705
internal_count=3910 3784 3693 3424 3311 2682 2432 2335 2066 1900 1786 126 1660 1360 166 250 97
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=13
num_cat=0
split_feature=14 48 0 15 0 51 47 3 0 12 13 2
split_gain=6.30501e-05 6.60544e-05 0.000111899 0.000132959 0.000118088 8.88508e-05 0.000115962 7.57383e-05 0.000151493 0.000140483 0.000148343 5.48585e-05
threshold=0.018455000000000003 0.12862000000000004 -0.10575999999999998 -0.08262499999999999 -0.075584999999999986 0.085845000000000019 0.078345000000000012 -0.100615 0.12007500000000002 -1.0000000180025095e-35 -0.074599999999999986 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 -1 8 -6 -9 -11 -4
right_child=-2 -3 4 -5 7 -7 -8 9 -10 10 -12 -13
leaf_value=0.0044840861403773746 -0.0033893697732031319 -0.0031536872841855675 -0.0056644274007901577 0.004989581048903808 0.0053009177723839177 -0.0029512964780975498 -0.0012610870475588841 0.0025569586541539136 -0.0014443188210462175 0.0009360491594465161 -0.0061103438924012456 -0.001205876098921238
leaf_weight=0.0014254601442267112 0.0010024179931341906 0.0010492696651883656 0.0010358736274694135 0.0018400323920762813 0.0013832138856168241 0.0010485662744574558 0.001262013808973228 0.0014066992555217296 0.0011718680629061451 0.0010247422187196068 0.0012806318695617223 0.0010678166960874328
leaf_count=198 159 121 625 191 140 79 92 196 120 125 555 1309
internal_value=0 0.000186255 0.000437529 0.0019524 -0.000571574 0.000456565 0.0017862 0.000378279 0.00220727 -0.000880645 -0.00297821 -0.0034013
internal_weight=0 0.0149962 0.0139469 0.00557607 0.00837085 0.00373604 0.00268747 0.00626716 0.00255508 0.00371207 0.00230537 0.00210369
internal_count=3910 3751 3630 560 3070 369 290 1136 260 876 680 1934
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=17
num_cat=0
split_feature=14 133 133 147 11 3 457 12 0 13 14 0 15 15 2 3
split_gain=0.000240757 0.00016093 0.000177563 0.00014063 0.000161282 0.000299798 0.000174084 9.12545e-05 0.000169132 0.000103073 8.84483e-05 0.000142558 0.000200286 0.000176722 6.6406e-05 1.99225e-05
threshold=0.077685000000000018 0.10599500000000002 0.085625000000000021 0.089245000000000005 0.087830000000000005 -0.12008499999999998 -0.0034949999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084184999999999996 -0.13131999999999996 -0.13027499999999997 -0.038029999999999987 -0.073314999999999991 0.10066500000000002 0.096385000000000012
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 14 -7 10 9 -9 -8 13 -13 15 -1 -12
right_child=-2 -3 -4 -5 -6 6 7 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0003186162674346928 -0.00085936865728144065 -0.00065094157806570732 0.00067044512905963265 0.00067562668662031543 -0.00070533254322517689 -0.0007881790265310886 -0.00034039951267466061 -0.00045710938214458776 -0.00080447508599842282 0.00025133382317765062 0.00060659071699275234 -0.00062187206531436274 0.00037877405287177566 -0.0001326777492839351 0.00094898724365739058 0.00096729118836385197
leaf_weight=0.0010561487350535517 0.0010348963128476709 0.001050746813183445 0.0015213127294357197 0.0010170037037486859 0.0010495109077046658 0.0010453363367047995 0.0011664735673847342 0.001033921014444222 0.0011864855228762676 0.0019352800514935908 0.0010025122349737407 0.001262917518946095 0.0013666561174773819 0.001039278042211135 0.0011405719940040804 0.0010073692464339645
leaf_count=96 126 542 602 133 121 148 108 439 115 913 66 166 137 46 78 74
internal_value=0 3.79721e-05 7.8569e-05 2.336e-05 -2.0018e-05 3.04803e-05 -8.17488e-05 -1.46218e-05 -0.000226367 4.64311e-06 0.000113928 0.000207251 -0.000101811 0.000473785 0.000645915 0.000787377
internal_weight=0 0.0188815 0.0178308 0.0163095 0.0152925 0.014243 0.0120462 0.0110009 0.00415569 0.0029692 0.00684521 0.00567873 0.00262957 0.00304916 0.00219672 0.00200988
internal_count=3910 3784 3242 2640 2507 2386 2212 2064 1467 1352 597 489 303 186 174 140
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=18
num_cat=0
split_feature=14 124 133 50 159 52 47 42 151 4 4 48 13 4 1 150 1
split_gain=0.000249812 0.000191758 0.000277283 0.000187569 0.000227151 0.000296222 0.000198787 0.000154804 0.000181875 0.000209976 0.00023087 0.000265426 0.000211792 0.000173651 0.000188371 0.000113679 0.000111878
threshold=0.077685000000000018 0.10143000000000002 0.10064500000000001 0.10424500000000002 -0.026594999999999997 0.11401500000000002 0.117025 0.097255000000000022 -0.084874999999999992 0.27020000000000005 -0.017449999999999997 0.085575000000000012 -0.083924999999999986 -0.34687499999999999 0.077800000000000022 0.088985000000000009 0.095575000000000007
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 -6 10 12 16 -10 -14 -15 -13 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 15 13 14 -16 -17 -18
leaf_value=0.00079711256390848837 -0.00080879586284403132 0.00073569160419862517 -0.00083238639435003902 -0.00065770363871610891 -0.00041701163432481084 -0.00084543037388348449 -0.00061511311377734934 0.00076931422718852494 0.00090901358930507519 0.00076374499480942268 -0.00092406531421849374 0.00063699615983248679 -0.00045775997162133457 -9.2761229443769487e-05 0.00090029127098446024 -0.00012512781331418095 -0.00019650507151140035
leaf_weight=0.0011632118807416948 0.0010500326543674545 0.0010195808478121416 0.0010806702252191156 0.001013134719995863 0.0016789436291213518 0.0010109997453750944 0.0010329292321777936 0.0010326401012069339 0.0013358855910892602 0.0014657669917512725 0.0012243125244498108 0.0010389872511650314 0.0010109193855800669 0.0011150943468272792 0.0010282903234542645 0.0011602264698978224 0.0011459575180654547
leaf_count=243 126 55 570 337 255 200 103 171 258 224 332 143 180 414 186 59 54
internal_value=0 2.90996e-05 -9.76272e-06 4.11607e-05 8.42181e-05 2.99514e-05 9.19706e-05 0.000147147 9.45037e-05 0.000176097 8.10213e-05 -0.000183801 0.00035052 0.000113992 0.000383656 0.000234927 -0.000572311
internal_weight=0 0.0195576 0.018538 0.0174573 0.0164442 0.015281 0.01427 0.013237 0.0122044 0.0105254 0.00905967 0.00456948 0.00449019 0.0031543 0.00214338 0.00219921 0.00237027
internal_count=3910 3784 3729 3159 2822 2579 2379 2276 2105 1850 1626 588 1038 780 600 202 386
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=13
num_cat=0
split_feature=14 11 3 157 0 39 160 0 43 2 51 39
split_gain=5.161e-05 6.53228e-05 9.77206e-05 9.67106e-05 8.42366e-05 8.29241e-05 0.000151057 0.000166449 0.00011722 0.000164181 8.51108e-05 7.72445e-05
threshold=0.018455000000000003 0.08765000000000002 -0.12008499999999998 -0.07453499999999999 0.12346000000000001 0.005105000000000001 -1.0000000180025095e-35 -0.053834999999999994 -0.074254999999999988 0.089910000000000004 0.081825000000000009 0.097470000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 8 -8 -10 -11 -7
right_child=-2 -3 3 5 -6 11 7 -9 9 10 -12 -13
leaf_value=0.0060482808151809285 -0.0032511093846690213 -0.0034228228680116515 0.0041204891737892909 -0.0058239887080457822 0.0002579491346497068 0.0045371486763789793 0.0037359204866237493 -0.0049410256657195593 -0.0049606222413100852 -0.0011600530703425262 0.0041022832013446493 -0.0008325144558516363
leaf_weight=0.0011357529813963456 0.0010056017847326201 0.0010090794840422754 0.0010667131305683508 0.0012733077819064324 0.0010261596149114816 0.0011983248507689739 0.0018838458349619515 0.0013719249690402197 0.0013029780328633958 0.0013588202581301424 0.0012813302732100577 0.0011047970493247852
leaf_count=149 159 139 422 687 54 232 456 199 792 376 91 154
internal_value=0 0.000176693 0.000436062 -8.67634e-05 0.00329988 -0.000503264 -0.00117325 -0.000350654 0.00073012 -0.000705913 0.00139389 0.00196135
internal_weight=0 0.015013 0.014004 0.011842 0.00216191 0.0107753 0.00847221 0.0071989 0.00582697 0.00394313 0.00264015 0.00230312
internal_count=3910 3751 3612 3409 203 2987 2601 1914 1715 1259 467 386
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=16
num_cat=0
split_feature=124 133 50 48 4 158 42 157 0 2 1 16 1 13 1
split_gain=0.000248652 0.000233506 0.000210502 0.000285396 0.000334377 0.000447194 0.000189432 0.000199224 0.000248118 0.000175313 0.000170536 0.000169141 0.000184147 0.000187402 0.000194485
threshold=0.10385500000000002 0.10064500000000001 0.10625000000000001 0.12675000000000003 0.28937500000000005 0.085745000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06402999999999999 0.094825000000000007 0.11235500000000002 -0.30307999999999996 0.099595000000000017 -0.084084999999999979 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 11 -10 -6 -9 13 -13 -15
right_child=-2 -3 -4 -5 10 -7 7 8 9 -11 -12 12 -14 14 -16
leaf_value=-0.00045012322171202003 0.00077675473743531978 -0.00081791622852706144 -0.00075365618496378822 -0.00084205507735137723 0.00019246842283093606 -0.0011152406564817936 -0.00044025118944258278 -0.00060003975312281706 0.0011330320505687972 0.00030341203118999224 0.0010168980645606789 -0.00063144920810186253 0.00063679864209112555 0.00052108651206926701 -0.00036840485308534647
leaf_weight=0.0018164054155110172 0.0011118143604878635 0.0010979757730798121 0.0010449717753267659 0.0010223712205021931 0.0014367090578988322 0.0010120507406890045 0.0014836494743986862 0.0010001078443874359 0.0012244257603085543 0.0018844350583418074 0.001488536741616357 0.0011154484631273102 0.0016795072538450528 0.0019022451036082026 0.0011487882962851192
leaf_count=689 49 586 330 75 94 284 395 76 72 161 247 386 135 222 109
internal_value=0 -5.2246e-05 -8.59582e-06 3.41481e-05 8.62531e-05 -2.15406e-05 6.19659e-05 0.000143284 0.000230251 0.000630158 0.000611987 4.8651e-05 0.000159626 -3.27216e-05 0.000186171
internal_weight=0 0.0203576 0.0192597 0.0182147 0.0171923 0.0142671 0.013255 0.0114386 0.00995496 0.00310886 0.00292525 0.0068461 0.00584599 0.00416648 0.00305103
internal_count=3910 3861 3275 2945 2870 2529 2245 1556 1161 233 341 928 852 717 331
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=12
num_cat=0
split_feature=147 484 0 4 3 0 2 0 0 12 43
split_gain=5.24332e-05 0.000111918 8.28294e-05 0.000106345 0.000148048 8.63712e-05 8.59449e-05 0.000135339 0.000127006 0.000122768 8.25385e-05
threshold=0.089245000000000005 -0.0043499999999999988 -0.074249999999999997 -0.49837999999999999 -0.100615 -0.10131499999999999 0.113945 -0.23029999999999998 -0.15007499999999999 0.087215000000000015 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3 -9 -10 -6
right_child=-2 2 3 4 10 -7 -8 8 9 -11 -12
leaf_value=-0.0047204770867617547 0.0026853277544912901 0.0047581502911882454 -0.0023657346867375982 0.0054790109064340497 -0.0021680228823272611 -0.0037661213657426192 -0.0028860722539935765 -0.004488483850608343 0.0042755782048287958 -0.0022201884054085753 0.0023747439697754964
leaf_weight=0.0010005656090423644 0.0012460555537252968 0.0012198175374575904 0.001219042603139639 0.0016960903289569285 0.0013440425387979803 0.0015775066144165266 0.0016091637590674047 0.0010866536220456857 0.001196799965199895 0.0010327062529345912 0.0017598421882817766
leaf_count=595 159 57 145 158 220 1566 151 115 185 109 450
internal_value=0 -0.000263414 6.11162e-05 0.001275 0.00219963 -0.00088498 -0.000145368 0.000826913 -0.000619155 0.00126674 0.000407637
internal_weight=0 0.0147422 0.0137417 0.00601902 0.00479998 0.00772265 0.00614514 0.00453598 0.00331616 0.00222951 0.00310388
internal_count=3910 3751 3156 973 828 2183 617 466 409 294 670
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=12
num_cat=0
split_feature=4 0 12 43 151 42 43 160 15 0 1
split_gain=5.48243e-05 7.80367e-05 0.000105571 0.000134864 0.000147556 0.000133813 0.000191727 0.00013875 0.000122455 0.000192613 6.23526e-05
threshold=0.27608500000000008 0.18055000000000002 0.098845000000000016 0.0050750000000000005 -0.086249999999999979 -1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 -0.059484999999999989 -0.18087499999999998 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 -2
right_child=10 -3 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=0.0044568202271063392 -0.0007894137103925075 0.003446657987668945 -0.0042788587469627139 0.0039085354454526725 -0.0063560918400153189 0.0041603281593088695 -0.0069832644122356704 -0.003478898113282709 -0.004284571400382734 0.0046183165821384129 0.0036501306846517339
leaf_weight=0.001002377247114143 0.0012019677023916704 0.0010546099521966399 0.0016685513703246389 0.0015027823301916763 0.0011426671910086004 0.0013686377928884769 0.0010477358289669083 0.0011771992159048672 0.0015202610613749418 0.0014807182433138289 0.0017123164139731108
leaf_count=253 118 37 517 408 594 322 532 47 514 245 323
internal_value=0 -0.000448855 -0.000793769 -0.000226025 -0.000936967 -0.00163575 -0.000817831 -0.00212158 -0.00090245 0.00103204 0.00181908
internal_weight=0 0.0129655 0.0119109 0.0102424 0.0087396 0.00773722 0.00659455 0.00522591 0.00417818 0.00265792 0.00291428
internal_count=3910 3469 3432 2915 2507 2254 1660 1338 806 292 441
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=18
num_cat=0
split_feature=14 52 124 1 475 0 133 16 0 49 2 51 1 15 12 4 43
split_gain=0.000275556 0.000230656 0.000259648 0.000282869 0.000250495 0.000159626 0.000238498 0.000139241 0.000183624 0.000309778 0.000298323 0.000242597 0.000103537 0.000107112 9.98483e-05 0.000145079 8.4192e-05
threshold=0.077685000000000018 -0.40083499999999994 0.10385500000000002 0.076710000000000014 -0.050754999999999995 -0.089879999999999974 0.086975000000000011 -0.055679999999999993 -0.15713499999999997 0.0037600000000000003 0.11362000000000001 0.085845000000000019 0.10080500000000002 -0.064869999999999983 0.098355000000000012 0.060350000000000008 -0.083899999999999988
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 -3 16 8 9 11 14 -6 -9 -14 15 -10 -7
right_child=-2 2 -4 4 7 6 -8 12 10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00071040926492889063 -0.00086251548291539398 -0.00082058307616661788 0.00091806131440697286 0.00096795584504864786 0.00083826539328503175 0.00038739922423209477 -0.00076692376318921633 -0.00056867361575945157 0.000472485061912715 -0.00074411479862032995 0.0013001653214055756 -0.00025984845075806767 -0.00031753598549995538 0.00045906701933295821 0.00066108961634820784 -0.0004442628630330656 -0.00016765179568324341
leaf_weight=0.0012166200676793316 0.0011177162968573065 0.001330183904342524 0.0010385726204952669 0.0010943017115567369 0.0012676574843406467 0.0016704748419896264 0.001303724091270878 0.0013582127706828684 0.0010037613245123308 0.0012923488869012179 0.0010105104420043481 0.0011753659513882297 0.0011543894558740594 0.0010089567359302665 0.0010091124522917105 0.0010933242207727279 0.0016435171848542367
leaf_count=389 126 452 45 199 106 197 495 258 289 60 163 36 136 95 92 139 633
internal_value=0 2.5055e-05 7.10487e-05 2.32809e-05 0.000172323 -0.000289141 -0.000136053 9.57726e-05 0.000224787 -5.47307e-05 0.000478412 0.000309951 -0.000191893 4.46616e-05 0.000211079 -5.46526e-06 0.000112131
internal_weight=0 0.020671 0.0194544 0.0184158 0.0124679 0.0059479 0.00461772 0.0113736 0.00785208 0.00373537 0.00411671 0.00244302 0.00352156 0.00216335 0.0031062 0.00209709 0.00331399
internal_count=3910 3784 3395 3350 1573 1777 1325 1374 885 202 683 142 489 231 520 428 830
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=12
num_cat=0
split_feature=1 123 12 156 1 42 484 42 4 4 52
split_gain=5.83514e-05 7.1729e-05 8.86704e-05 8.23824e-05 0.000122022 0.00011958 0.000111165 0.000106558 0.00015382 0.000140088 6.11683e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11655500000000001 0.088855000000000003 0.12263000000000002 0.091955000000000023 0.073820000000000011 0.083725000000000008 0.0057500000000000008 0.26048500000000002 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0074422892349241309 0.0031652157949109421 0.0032046527469759599 -0.0054722754036361006 -0.0047998062149702146 0.0056922134799965111 -0.0053472812465650945 0.0053101523087080845 0.0035688317677840674 0.0038539495914041324 -0.0035311547427153102 -0.0023972811507866946
leaf_weight=0.0010745745379975393 0.0014625790129068799 0.0014366108990311764 0.0010390336820870543 0.0010705196489878199 0.0010002310987242526 0.0012461438557247609 0.0010680083638402831 0.0014721060268581936 0.0019651878743428414 0.0011543783155048004 0.0018549559748575867
leaf_count=237 225 276 145 341 81 548 300 677 175 130 775
internal_value=0 -0.000362403 -0.000758264 -0.000346877 9.30576e-05 -0.000476363 0.000230322 -0.000491012 -0.00147901 0.00112113 -0.00424783
internal_weight=0 0.0143818 0.0129451 0.0119061 0.0108356 0.00983535 0.00858921 0.0075212 0.0060491 0.00311957 0.00292953
internal_count=3910 3685 3409 3264 2923 2842 2294 1994 1317 305 1012
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=11
num_cat=0
split_feature=158 41 159 47 42 43 52 1 150 4
split_gain=5.12955e-05 9.2028e-05 9.55713e-05 6.97329e-05 0.000115962 0.000217486 0.000130146 0.000141096 0.000189799 7.7171e-05
threshold=0.085745000000000002 0.078150000000000011 0.088320000000000023 0.10783500000000001 -0.015514999999999999 -0.083899999999999988 -0.087094999999999992 0.11215000000000001 0.082590000000000011 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.005243678163266513 -0.0035044108438120609 -0.0043723764761615493 0.0049472206884350403 0.003059049870489505 0.005367536433727076 -0.005988950636531788 0.0013457699982032255 -0.0038010815048283393 0.0058715997129113653 -0.003402590094470824
leaf_weight=0.0010860872906888466 0.0010013391214959795 0.001027594810153896 0.0011380250862256603 0.0017773566648614262 0.0017014327766632894 0.0010818648056142846 0.001936693964096483 0.0018667515244791665 0.0015727662852917587 0.0015484351007090313
leaf_count=748 410 176 268 191 391 333 808 174 164 247
internal_value=0 0.00020417 0.000547207 0.000148896 -0.000330293 0.000219398 -0.000874613 -7.55802e-05 0.00129942 -0.000763916
internal_weight=0 0.014737 0.0137094 0.0125714 0.010794 0.00970794 0.00800651 0.00692465 0.0050579 0.00348513
internal_count=3910 3500 3324 3056 2865 2117 1726 1393 1219 1055
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=13
num_cat=0
split_feature=4 0 16 12 0 16 4 0 0 16 15 43
split_gain=6.10671e-05 6.86602e-05 9.52992e-05 9.0116e-05 0.000128566 0.000135471 9.57121e-05 0.000104334 9.46831e-05 0.000141871 5.06313e-05 3.93196e-05
threshold=0.27608500000000008 0.18055000000000002 0.26538000000000006 0.10058500000000002 0.039665000000000006 -0.30307999999999996 0.0057500000000000008 -0.12329499999999999 -0.15713499999999997 -0.019979999999999994 -0.43091499999999999 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -10 -2 -11
right_child=10 -3 -4 -5 -6 6 7 -9 9 11 -12 -13
leaf_value=-0.0052961764239877031 -9.5919996773403055e-07 0.0031341908681850727 -0.0038007493160703196 -0.0043315186437545812 0.004815582251848631 -0.0047569118349136625 0.0059620441845903505 -0.00032912856227866708 0.0044874773516761961 -0.0039173236061246933 0.0038725931046011157 6.8990216774254554e-05
leaf_weight=0.0010528487728441007 0.0014810449538330984 0.001044829782323343 0.0018856663899776182 0.0010175049774040238 0.001160411000197592 0.0010442782527222178 0.0011264224173383186 0.0011361275078667857 0.0011368053118496731 0.00106195689227129 0.0014165799076341608 0.001061739555970951
leaf_count=164 209 37 442 373 99 101 66 186 1194 437 232 370
internal_value=0 -0.000463421 -0.00078514 -0.000204779 0.000273433 -0.000418252 0.000363758 0.00280296 -0.000918265 0.000311182 0.00189273 -0.00192437
internal_weight=0 0.0127286 0.0116838 0.00979809 0.00878059 0.00762018 0.00656733 0.00226255 0.00430478 0.0032605 0.00289762 0.0021237
internal_count=3910 3469 3432 2990 2617 2518 2354 252 2102 2001 441 807
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=12
num_cat=0
split_feature=1 4 4 4 48 151 4 0 3 12 47
split_gain=5.66227e-05 0.000115386 9.96021e-05 8.94037e-05 6.71592e-05 0.000111041 0.000136006 0.000117603 9.72726e-05 9.28414e-05 0.000124431
threshold=0.085835000000000009 -0.084009999999999987 -0.49837999999999999 -0.0025899999999999994 0.12738500000000003 -0.086249999999999979 0.0051950000000000008 -0.17106499999999999 -0.010319999999999998 0.10333000000000002 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 8 -8 -7 10 -9
right_child=4 3 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.0025853222081285419 0.0051209484514067377 -0.0065096714974874868 0.0026043346518147899 -0.0011647498486059748 -0.00278661795089184 0.00073832691319742564 0.0053391347234996497 0.0015894046419414119 -0.0049114186898979216 0.0034166104429125699 -0.0041197350084307824
leaf_weight=0.0011266155851146001 0.0010806575534261379 0.0010150919029515062 0.0018811680047388039 0.0014451318507311293 0.0010083418746487096 0.0010507364969601397 0.0012324896133505143 0.0016837247620799382 0.0012977599903231047 0.0014188586189550767 0.0012805758688295987
leaf_count=75 154 1097 445 583 110 664 94 296 184 96 112
internal_value=0 -0.001153 0.000660462 -0.00337007 0.00059232 0.000969014 0.000405636 0.00157214 -0.00238368 0.000512912 -0.00087694
internal_weight=0 0.00546801 0.00300778 0.00246022 0.0100531 0.0090448 0.00796415 0.00561565 0.0023485 0.00438316 0.0029643
internal_count=3910 2200 520 1680 1710 1600 1446 598 848 504 408
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=12
num_cat=0
split_feature=1 376 48 16 1 47 12 12 52 0 52
split_gain=5.8389e-05 6.80138e-05 7.33964e-05 0.000121605 0.000101179 0.000155721 9.19519e-05 6.66152e-05 8.56961e-05 0.000102533 0.000104843
threshold=0.13662500000000002 0.048375000000000008 -0.064549999999999982 -0.52908499999999992 0.10786000000000001 0.084155000000000021 0.096055000000000015 0.090385000000000007 0.084240000000000023 -0.10131499999999999 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 9 10 -5
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0032610987535843261 0.0029460207571887298 0.0031549490102132888 -0.0059210450125344732 -0.0014956168274622244 0.004499963198142767 -0.0024239206878709707 -0.0056909977176084836 0.0023758599411238951 -0.0051944476055352283 -0.0034033699144055012 0.005447113458545024
leaf_weight=0.0010532601197335021 0.0014497822089458877 0.0012327299142602345 0.0011087487038838615 0.0011029809846265781 0.0019813432269982431 0.0012998252225744356 0.0010912220059086037 0.0012707655883925847 0.0012174764045404241 0.0016037817724865273 0.0010040151755735735
leaf_count=188 225 173 88 93 240 129 597 545 590 922 120
internal_value=0 -0.000331493 -0.000669018 -0.00102342 -0.000509744 0.00175709 -0.00152999 -0.000797525 -0.00161579 -0.000441663 0.0018127
internal_weight=0 0.0139661 0.0127334 0.0116802 0.0105714 0.00328117 0.00729024 0.00619902 0.00492825 0.00371078 0.002107
internal_count=3910 3685 3512 3324 3236 369 2867 2270 1725 1135 213
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=11
num_cat=0
split_feature=1 123 150 41 13 3 49 47 15 2
split_gain=4.75018e-05 6.12879e-05 0.000116613 0.00011045 9.89926e-05 0.00015807 0.000114694 5.97496e-05 8.68489e-05 5.64928e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11315500000000002 0.075585000000000013 0.17936000000000002 -0.100615 1.0000000180025095e-35 0.086425000000000016 -0.069904999999999981 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.0044363929462698879 0.0023628959810898073 0.002486967564807061 -0.0047624707103105582 -0.004524953318105868 -0.0036427618988450925 0.0036327944807124052 -0.0036916711992787277 -0.0021406151354205439 0.001264323501035627 -0.0027285376571395863
leaf_weight=0.0017809574011255092 0.0014448380302727855 0.0013858336910068233 0.0011491973222266258 0.0010014378291181717 0.0010977391224571672 0.0019267656619721052 0.0014062186380979606 0.0011542871770974265 0.0019334306861283936 0.0010373750336872128
leaf_count=251 225 276 122 181 166 225 627 240 1406 191
internal_value=0 -0.000267018 -0.000572651 -0.000147987 0.000276058 0.000741674 -0.000140609 0.000684521 0.00135036 -0.000129943
internal_weight=0 0.0138732 0.0124874 0.0113382 0.0103368 0.00923903 0.00745808 0.00605186 0.00489757 0.00297081
internal_count=3910 3685 3409 3287 3106 2940 2689 2062 1822 1597
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=12
num_cat=0
split_feature=484 1 150 42 52 0 47 13 4 0 4
split_gain=4.79209e-05 6.22499e-05 6.70169e-05 6.80333e-05 7.33876e-05 0.000118352 0.000109425 0.000126921 7.62163e-05 6.93199e-05 5.84655e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 -1.0000000180025095e-35 0.11588000000000002 -0.06402999999999999 0.09252500000000001 -0.075169999999999987 -0.23071499999999998 -0.14867499999999997 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 10 -7 -9 -5
right_child=1 -3 -4 4 -6 8 -8 9 -10 -11 -12
leaf_value=-0.0034988111145652732 -0.0032427103127062552 0.0038249794327034751 -0.0039858880423402267 -0.0050971755127485387 -0.003148731360700683 0.0016136661630638911 -0.0048678613955859618 0.001132057176275689 0.0071424331727826373 0.0066684370236687433 0.0005474226420196127
leaf_weight=0.0010842689747661968 0.0014182328221327709 0.001299300398355809 0.0011960579885079139 0.0010001129909604231 0.0012383971205417671 0.001623110140604872 0.0011373982038569153 0.0015472906651335938 0.0013414426466453241 0.0011697832826099855 0.0011761674688155997
leaf_count=612 948 216 138 518 375 195 146 102 193 308 159
internal_value=0 0.000245003 -0.000117035 0.000280098 0.000768305 0.00130757 -7.26841e-05 0.00104189 0.0041154 0.00351564 -0.00204656
internal_weight=0 0.0141473 0.012848 0.0116519 0.0102337 0.00899531 0.00603075 0.00489335 0.00296455 0.00271707 0.00217628
internal_count=3910 3298 3082 2944 1996 1621 1233 1087 388 410 677
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=18
num_cat=0
split_feature=14 133 3 50 48 0 1 3 151 0 0 2 16 43 12 12 4
split_gain=0.00025291 0.000155146 0.000275247 0.000315855 0.000250601 0.000246851 0.000347166 0.000227933 0.000143006 0.000160658 0.000121852 0.000172151 0.000176223 0.00016197 0.000141666 0.000135858 0.000106004
threshold=0.077685000000000018 0.10599500000000002 0.16699000000000003 0.10625000000000001 0.11930500000000001 -0.10575999999999998 0.11198000000000001 -0.15121499999999996 -0.076429999999999984 -0.230625 -0.089879999999999974 0.10113500000000002 -0.08286499999999998 -0.078644999999999979 0.091405000000000014 0.051320000000000005 -0.00072999999999999985
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 8 -7 -1 -10 -9 12 -12 15 -15 -14 -11
right_child=-2 -3 -4 -5 -6 7 -8 10 9 16 11 -13 13 14 -16 -17 -18
leaf_value=0.00067915861704181165 -0.00081086443060008858 -0.00058875989545131889 0.00073973741298249463 -0.00089768930593838922 -0.0006782272366997981 0.00053220512280657264 0.001073304787854181 -0.00064186486735387624 0.00051915747100385215 0.00017760999199070785 0.0006490797261153819 -0.00067912029416491906 1.1079334757055589e-05 -0.00020732475298413251 0.00065439145882516475 -0.00077237002833534262 -0.00052328627424236187
leaf_weight=0.0011095582407781093 0.0010471624343120203 0.0010692510546056215 0.0015624814299558974 0.0010185102698916848 0.0011928339254274325 0.0015716545335331322 0.0015149741787806904 0.0012627207485455417 0.0011229790508071602 0.0010091654995951771 0.0010829027950328097 0.0011091653920859493 0.0012052926225413815 0.0010373843201044843 0.0011017930885893409 0.0012763344860392822 0.0015064382844766711
leaf_count=95 126 542 178 317 86 163 61 379 53 55 394 313 71 321 184 424 148
internal_value=0 3.20705e-05 6.57942e-05 7.68576e-06 6.16016e-05 0.000117068 0.000375777 -5.08891e-05 0.00015322 -7.16148e-06 -0.00016437 -7.58691e-05 4.14415e-05 -0.000100961 0.000236506 -0.000391859 -0.000242113
internal_weight=0 0.0207534 0.0196842 0.0181217 0.0171032 0.0159104 0.00626312 0.00964725 0.00474814 0.00363858 0.00807559 0.00681287 0.00570371 0.0046208 0.00213918 0.00248163 0.0025156
internal_count=3910 3784 3242 3064 2747 2661 412 2249 351 256 2086 1707 1394 1000 505 495 203
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=13
num_cat=0
split_feature=4 1 0 12 16 12 16 0 151 4 16 0
split_gain=5.06966e-05 8.50533e-05 7.56745e-05 0.000175611 9.50549e-05 0.000100215 9.16565e-05 0.000132299 6.33532e-05 0.000138708 0.000184196 5.6116e-05
threshold=0.24280000000000004 0.11235500000000002 0.18055000000000002 0.10058500000000002 0.26538000000000006 0.092150000000000024 0.056750000000000009 -0.074514999999999984 -0.081989999999999993 -0.0025899999999999994 -0.075409999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -10 -11 -3
right_child=1 11 -4 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.0028518853764005611 -0.0008842818953744598 0.0011900362414007022 0.0035138716848845484 -0.0071247309670491865 -0.004100265212770046 0.0048989944546901773 -0.0042866199827623439 0.0056748134774539669 0.0024010926744425999 -0.0087773147990621875 0.00043884722487952214 0.0064550199170220557
leaf_weight=0.0010238585358252096 0.0018959897566174352 0.0010335796455373048 0.0010420441162526392 0.0010468628638207631 0.0013858987806351008 0.0010759504344984537 0.0011992264549924164 0.0010303780443550667 0.0013321845392172457 0.0010724360291651837 0.0011089318080957974 0.0010026247970485866
leaf_count=260 206 111 37 444 353 455 202 158 1054 228 170 232
internal_value=0 0.00153232 -0.000557507 -0.000970379 -0.000272269 0.000404161 -0.000310514 0.000545885 -0.000618818 -0.00163019 -0.00409214 0.00378251
internal_weight=0 0.00393219 0.0113178 0.0102757 0.00922886 0.00784297 0.00676702 0.00556779 0.00453741 0.00351355 0.00218137 0.0020362
internal_count=3910 549 3361 3324 2880 2527 2072 1870 1712 1452 398 343
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=17
num_cat=0
split_feature=14 133 50 158 156 0 16 47 1 0 147 47 47 48 160 0
split_gain=0.000253843 0.000115968 0.000206513 0.000150911 0.000186822 0.000157878 0.000266574 0.000264256 0.000185537 0.000246312 0.000200484 0.000165073 0.000128122 0.000189677 0.00027818 0.000231449
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 0.085745000000000002 0.091280000000000014 -0.017269999999999997 0.20277000000000003 0.11939500000000002 1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 0.10589000000000001 0.086425000000000016 0.085790000000000019 0.088485000000000008 -0.11208499999999998
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 -1 11 12 13 15 -15 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0007922760558006825 -0.00085456324754897321 -0.00053904029875271404 -0.00068093135521734931 -0.00053490215008198197 -0.00055064012166154328 9.9155639227318628e-05 0.0010721987685836151 -0.00069181527077098195 0.0010064080204715701 0.00030742374804508077 0.0010320692289653474 0.00085123127089544554 -0.00044124331288711364 -0.00079804621612193335 0.0004299911582992523 -7.0715323705554715e-05
leaf_weight=0.001195851270455444 0.0010311076648462361 0.0010197455378799817 0.0010610419638782389 0.001031301316317435 0.0010700195095623621 0.0019346283042202964 0.0015273511695734765 0.0011386778385840133 0.0014414115037908702 0.0012765449491834351 0.0010459444560969033 0.0010437714562105899 0.0010821482309788799 0.0010495043527107457 0.0011969329838148468 0.0010418976194386245
leaf_count=673 126 542 331 332 293 151 72 69 106 479 97 62 75 105 64 333
internal_value=0 3.22731e-05 6.43949e-05 0.000110707 0.000152205 0.000202427 0.000528441 0.000104391 0.000191784 -0.00022448 0.000322032 0.000213705 9.92098e-05 0.000222863 -0.000143731 0.00055449
internal_weight=0 0.0191568 0.018137 0.017076 0.0160447 0.0149747 0.00346198 0.0115127 0.010374 0.0024724 0.00790161 0.00685567 0.00581189 0.00472975 0.00224644 0.00248331
internal_count=3910 3784 3242 2911 2579 2286 223 2063 1994 1152 842 745 683 608 169 439
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=14
num_cat=0
split_feature=124 133 50 159 42 151 4 1 1 1 2 43 2
split_gain=0.000235599 0.000178327 0.000176528 0.000164533 0.00019668 0.000142959 0.000222304 0.000411757 0.000305848 0.000186172 0.000184309 8.71106e-05 8.83309e-05
threshold=0.10230000000000002 0.099765000000000006 0.10424500000000002 -0.026594999999999997 0.098285000000000011 -0.084764999999999993 0.25367000000000006 0.11215000000000001 0.11198000000000001 0.095575000000000007 0.086875000000000022 0.0050750000000000005 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -8 10 -7 12 -12
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11 11 -13 -14
leaf_value=0.00067498330747933115 0.00081685612604483269 -0.00074554353674253972 -0.00071130394720969516 -0.0005197035495772749 0.00061541652406135066 -0.0005426565648428631 -0.00014378851145214173 -0.00096064579642636224 0.00099461376177703434 0.00059490906647046739 0.00030592261229244659 0.00048902911142281074 -0.00033168397526640197
leaf_weight=0.0011381020802534543 0.0010021751625922766 0.0010535781073911432 0.0010165908129674888 0.0018880142062038105 0.0013771425075543393 0.0019520528785925868 0.0014485440898429078 0.0015319348101681951 0.0014136352384877364 0.0014322278860371043 0.001131744507181333 0.0012599762535678996 0.001575719436873263
leaf_count=249 52 596 345 315 211 729 121 157 196 222 282 170 265
internal_value=0 -5.02486e-05 -7.57353e-06 3.67265e-05 -1.16648e-05 -7.50057e-05 -3.52535e-06 -0.000139486 0.00041847 3.16254e-05 -0.000104662 0.00011084 -6.51586e-05
internal_weight=0 0.0182193 0.0171657 0.0161491 0.015011 0.0136338 0.0117458 0.00888366 0.00286218 0.00735172 0.00591949 0.00396744 0.00270746
internal_count=3910 3858 3262 2917 2668 2457 2142 1825 317 1668 1446 717 547
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=12
num_cat=0
split_feature=1 3 4 13 13 0 1 3 2 150 15
split_gain=5.37104e-05 0.000110968 0.000129118 7.21398e-05 5.77757e-05 8.35097e-05 0.000155394 6.99548e-05 0.000107585 6.9254e-05 5.87113e-05
threshold=0.085835000000000009 0.10666500000000002 -0.084009999999999987 0.043015000000000005 -0.094679999999999986 -0.017269999999999997 0.13148500000000005 0.11818000000000002 0.090545000000000014 0.083205000000000015 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 8 10 -10 -6
right_child=4 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0025914105518786432 0.0034472313185341698 0.0033926094300039287 -0.0055647719076268492 0.0030537840749818666 0.0019044643339622602 0.0039389592770309994 -0.00601347093836474 -0.0031332843911484887 0.0012094991810873662 0.0072218269636015985 -0.0028757808261624294
leaf_weight=0.0012620301185962976 0.0016510554896433704 0.001049853729435668 0.0019409500906507355 0.001115365722215822 0.0012193958859034457 0.0012751574786827365 0.0011435968844907248 0.001117173820743389 0.0010043124289544347 0.0010001114556076936 0.0014971242397790335
leaf_count=395 285 31 1659 115 98 266 135 56 166 92 612
internal_value=0 -0.00132327 -0.00246976 5.70574e-05 0.00068543 0.000133177 -0.00056192 0.000505954 0.00136715 0.00420936 -0.000730017
internal_weight=0 0.0053682 0.00431835 0.0023774 0.00990793 0.00825687 0.00698171 0.00583812 0.00472094 0.00200442 0.00271652
internal_count=3910 2200 2169 510 1710 1425 1159 1024 968 258 710
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=11
num_cat=0
split_feature=1 0 376 150 49 42 151 43 15 0
split_gain=4.85792e-05 7.52055e-05 5.56987e-05 8.14122e-05 0.000125206 0.000116129 9.0869e-05 7.45363e-05 4.89649e-05 0.000172531
threshold=0.12730000000000002 -0.053834999999999994 0.048375000000000008 0.083205000000000015 -0.00064499999999999985 0.091955000000000023 -0.051109999999999996 -0.071899999999999978 -0.10192499999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -5 -6 -9 -10
right_child=1 -3 -4 6 5 -7 -8 8 9 -11
leaf_value=-0.0065972729320511207 0.005078518401011708 -0.00047762811091919615 0.0028454911402504219 0.0045003665068442918 0.0026771926336932603 -0.0052360664608144649 -0.0012525716753189898 -0.003120899569996343 0.0049622074128793815 -0.0030701351651808615
leaf_weight=0.0010645501053752312 0.0011102058196069738 0.0013660180184448924 0.0011940636696451843 0.0013794531069168496 0.0019204309751899322 0.0012414164195687716 0.0013815364353360329 0.0017572395653239741 0.0011491144949206994 0.0016201149678825362
leaf_count=334 193 152 149 226 770 629 160 219 103 975
internal_value=0 0.00201345 -0.000414122 -0.000752166 -0.00150098 -0.000795333 0.00162173 5.97757e-05 -0.00105071 0.000262951
internal_weight=0 0.00247622 0.0127079 0.0115139 0.00875287 0.00768832 0.00276099 0.0064469 0.00452647 0.00276923
internal_count=3910 345 3565 3416 3030 2696 386 2067 1297 1078
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=12
num_cat=0
split_feature=1 0 2 2 13 0 51 47 51 2 1
split_gain=4.79451e-05 8.75108e-05 0.000124495 0.000192199 0.000117226 6.60824e-05 0.000128806 7.39281e-05 0.00011881 5.76777e-05 7.35128e-05
threshold=0.10113500000000002 0.18055000000000002 0.10393500000000001 0.097940000000000013 -0.084084999999999979 -0.017269999999999997 -0.07742499999999998 0.086785000000000015 0.10271500000000001 0.087005000000000013 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 -8 10 -6
right_child=5 -3 -4 -5 9 -7 7 -9 -10 -11 -12
leaf_value=-0.0064649554414179869 -0.0041151803747114116 0.0034453737827697672 -0.0060160728438553544 0.0055506729507085436 0.0043295639673385424 0.0043060210827764716 0.005742270388632475 -0.0011144802669394002 -0.0011487095956095464 -0.0026867853634363363 -0.0016233268371815923
leaf_weight=0.0010746717831849988 0.0013103028819922355 0.001050492832000316 0.0012438147138116324 0.0010802271728751686 0.0010031024684773286 0.0012223288434365176 0.0016871217160239903 0.0016197611562989499 0.001002940085031323 0.0017185969614940035 0.0010863110577904143
leaf_count=739 123 34 393 180 365 230 401 166 67 726 486
internal_value=0 -0.000829965 -0.00145316 -0.000501376 -0.00184031 0.00096484 0.000238162 0.0015617 0.0031731 -0.000535173 0.00123458
internal_weight=0 0.00825722 0.00720672 0.00596291 0.00488268 0.00684245 0.00562013 0.00430982 0.00269006 0.00380801 0.00208941
internal_count=3910 2923 2889 2496 2316 987 757 634 468 1577 851
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=12
num_cat=0
split_feature=1 4 4 0 39 16 49 16 51 160 43
split_gain=4.77339e-05 9.43728e-05 0.00011565 7.35122e-05 5.52599e-05 7.40996e-05 9.42014e-05 0.000157157 8.70718e-05 0.000141055 3.11799e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 -0.089879999999999974 0.005105000000000001 -0.09601999999999998 -0.029304999999999998 -0.45301499999999995 -0.0084849999999999978 0.084100000000000022 -0.080894999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 -8 -7 -10 -6
right_child=4 3 -4 -5 10 8 7 -9 9 -11 -12
leaf_value=-0.0029449005958422998 0.005805652379806416 -0.0066199321023239178 0.0042326317359182878 -0.0011520750935447681 0.0010061489503851049 0.0015366516612930422 -0.0044269595669652285 0.0044295418262628016 -0.0062654470126055784 0.0014596679350040319 0.0050796926692772996
leaf_weight=0.0010956308169120035 0.0011123037594691354 0.0011268808293774133 0.0013807687840312597 0.001647096016063125 0.0010056942146149158 0.0017121580246154712 0.0011141997770168777 0.0010676968955549123 0.0016320973262825087 0.0010615617621237 0.0010401959651243084
leaf_count=75 92 566 91 1468 187 363 105 139 543 96 185
internal_value=0 -0.00128366 0.00105708 -0.0033733 0.000667459 2.71738e-05 0.00189865 -9.30884e-05 -0.00137212 -0.00322101 0.00307727
internal_weight=0 0.00525038 0.0024764 0.00277398 0.00974591 0.00770002 0.0032942 0.0021819 0.00440582 0.00269366 0.00204589
internal_count=3910 2200 166 2034 1710 1338 336 244 1002 639 372
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=16
num_cat=0
split_feature=14 52 1 52 50 157 159 3 2 151 0 2 0 16 3
split_gain=0.000266965 0.000143044 0.000166286 0.000231992 0.000239769 0.000249336 0.000227167 0.000180927 0.000213448 0.000300645 0.000178348 0.000106194 0.000209604 0.000101903 8.24257e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 -0.15154999999999999 0.10424500000000002 -0.072409999999999988 -0.030694999999999997 0.11265500000000002 0.087995000000000004 -0.0088999999999999982 -0.089879999999999974 0.11085000000000002 -0.014809999999999999 -0.15168999999999996 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 -5 -7 8 13 -10 -3 12 -12 -8 -14
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 -13 14 -15 -16
leaf_value=-0.00059422840617791414 -0.00090064990920674852 -0.00081021397036195675 0.0010155610351003889 0.0010351190924777157 -0.00070971976551382273 0.00088039626181608452 0.00020394056405224583 -0.00047263489939813706 9.0615223457944344e-06 0.0012779217312208989 0.00040936133082152356 0.00049746159062029631 -0.00085355201056691761 -0.00045277103492625474 -0.00014030427590452089
leaf_weight=0.0010868550968524847 0.0010379534179869579 0.0011485572308704726 0.0010551189769677878 0.0010767941331250594 0.001020897638883648 0.0010997712834213058 0.0014366285993373021 0.0019715738478320779 0.0014103670196289921 0.0010834852200283978 0.0013011464295293808 0.0010389522100078055 0.0011145575565790281 0.0016844403440501071 0.0010166146752013153
leaf_count=389 135 456 102 144 221 126 112 191 126 143 1102 158 49 434 22
internal_value=0 4.33953e-05 8.30888e-05 0.00020489 0.000125573 0.000212917 0.000110992 -5.43621e-07 0.000165222 0.000560334 -0.000173505 -9.95028e-06 -0.000163542 -0.000150487 -0.000513318
internal_weight=0 0.0185458 0.0174589 0.0118391 0.010784 0.00976306 0.00868627 0.0075865 0.00561492 0.00249385 0.00561983 0.00447127 0.00343232 0.00312107 0.00213117
internal_count=3910 3775 3386 1599 1497 1276 1132 1006 815 269 1787 1331 1173 546 71
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=12
num_cat=0
split_feature=484 1 150 42 156 52 4 15 42 3 15
split_gain=4.7752e-05 5.89847e-05 7.80719e-05 7.38668e-05 6.81149e-05 7.87817e-05 0.000114901 0.000104858 0.000116828 0.000142568 0.000105422
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 -1.0000000180025095e-35 0.084090000000000012 -0.064794999999999978 -0.0040999999999999986 0.083935000000000023 0.090495000000000006 0.090325000000000003 -0.014614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 10 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0031952397786319522 -0.0030463337716485758 0.0034442244668539124 -0.0038527292114019021 -0.00028107377569127045 -0.0024764865100416235 0.0060817808872453962 0.0064185335982500213 0.0048121613742867419 -0.0052162648620704142 -0.0028281490909743828 -0.00048595747089242951
leaf_weight=0.0010598335985368456 0.0013954679681416971 0.0012535391348476718 0.0012060243507032798 0.0010727726781545859 0.0013518642546073824 0.0012841444621904848 0.0014610250739693241 0.0010462730674751022 0.001048361177216346 0.0017057400810238654 0.0010934111518821517
leaf_count=612 948 216 138 308 367 179 141 604 181 94 122
internal_value=0 0.000227674 -9.06869e-05 0.000305254 0.000770002 0.00127378 0.00358202 0.000327092 -0.000587351 0.000601095 0.00306135
internal_weight=0 0.0139186 0.0126651 0.0114591 0.0100636 0.00871173 0.0025338 0.00617793 0.00513166 0.0040833 0.00237756
internal_count=3910 3298 3082 2944 1996 1629 449 1180 576 395 301
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=12
num_cat=0
split_feature=2 52 49 4 13 43 42 3 3 4 4
split_gain=4.90488e-05 9.97679e-05 0.000126007 9.63853e-05 9.25855e-05 0.000124323 0.000107759 0.000108095 7.55179e-05 7.07183e-05 5.96321e-05
threshold=0.10910500000000002 0.10701500000000001 -0.045004999999999996 0.15045000000000003 -0.13934999999999997 -0.091114999999999988 0.085330000000000003 0.076695000000000013 -0.115685 0.28937500000000005 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 10 -5 -4 -7
right_child=1 -3 9 8 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0051610198731346889 0.0037929164973533941 0.0043903241623050905 -0.0048162426543126944 -0.00090841577330031298 -0.0037564402617812818 0.0058719186611772781 -0.0031697665780247046 -0.0011600548348313471 0.0041541630609738152 0.00043245899658374189 0.0012847845489661642
leaf_weight=0.0010555941853768883 0.0010461705165498401 0.0013681404175873366 0.0010284315389488745 0.001033566399201824 0.0019053142109525592 0.0011401757646135762 0.0012305531604857624 0.0016187790183732065 0.0013430564277102852 0.0010072090126271509 0.0011074077997497854
leaf_count=109 134 175 287 61 455 553 1013 198 240 183 502
internal_value=0 0.00122631 -0.000178324 -0.000539119 -0.00127401 -0.000688043 0.000458976 0.0016139 0.0019525 -0.00221925 0.00361179
internal_weight=0 0.00444995 0.00308181 0.0104344 0.00805782 0.00700223 0.00509692 0.00386636 0.00237662 0.00203564 0.00224758
internal_count=3910 779 604 3131 2830 2721 2266 1253 301 470 1055
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=16
num_cat=0
split_feature=14 11 13 132 159 13 0 0 1 131 47 51 0 48 43
split_gain=0.000203882 0.000114208 0.000125264 0.000152535 0.000153269 0.000148902 0.000133162 0.000173751 0.00018575 0.000138046 0.000146733 0.000156737 0.000201429 6.55827e-05 6.48704e-05
threshold=0.073890000000000011 0.088315000000000018 -0.15078499999999997 0.080815000000000012 0.09141500000000001 -0.48634999999999995 0.15480500000000005 -0.017269999999999997 0.13271500000000003 0.086990000000000012 0.09252500000000001 0.08955500000000001 -0.11287999999999999 0.08407000000000002 -0.083094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 8 9 10 11 12 13 -4 -14
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-8.8123282316868108e-05 -0.00079085404096077168 -0.00054247675707413522 0.00079317129986860029 0.00061680896126416163 -0.00068836106197550195 0.00076442467517992367 -0.00059445828698134653 0.00066410095673199087 -0.00073152996950696838 0.00065109952912537853 -0.00061279794760896774 -0.00043626178645281202 0.00019294982444282592 0.00021996039929447959 -0.00040313281108344574
leaf_weight=0.0010991648174862173 0.0010221172830831562 0.001055410553143509 0.0015889242305826582 0.0011414307477069724 0.0011200626462731936 0.0015676637915162861 0.0010877735045713858 0.0013095023407942484 0.0010471729628340762 0.0010905637740958457 0.0011371914427662101 0.0014426350381499817 0.0010038865263887666 0.001042618910321938 0.0013504272072487264
leaf_count=94 135 125 130 292 326 140 39 175 89 326 182 211 383 67 1196
internal_value=0 2.44255e-05 5.95605e-05 -6.07448e-06 -5.98519e-05 0.000413037 -1.67594e-06 5.68746e-05 -2.50722e-05 6.03902e-05 -2.47582e-05 7.92652e-05 0.000228431 0.000566065 -0.000148961
internal_weight=0 0.0180844 0.017029 0.0143622 0.0132208 0.00266683 0.0121007 0.0110129 0.00970342 0.00865625 0.00756568 0.00642849 0.00498586 0.00263154 0.00235431
internal_count=3910 3775 3650 3416 3124 234 2798 2759 2584 2495 2169 1987 1776 197 1579
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=17
num_cat=0
split_feature=14 124 123 133 50 12 48 1 159 0 3 13 15 4 4 52
split_gain=0.000326027 0.000175158 0.000240971 0.000264232 0.000198962 0.000239528 0.000255851 0.000215742 0.00026249 0.000238459 0.000162893 0.000200262 0.000131438 0.000169998 0.000100834 3.85763e-05
threshold=0.077685000000000018 0.10385500000000002 1.0000000180025095e-35 0.093845000000000026 0.086465000000000014 -0.023959999999999995 0.11930500000000001 0.11198000000000001 0.09141500000000001 -0.10303999999999998 -0.115685 -0.084084999999999979 -0.095799999999999982 0.0021050000000000005 -0.14963999999999997 -0.081429999999999989
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 10 -9 14 -12 -13 15 -7 -14
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 -11 11 12 13 -15 -16 -17
leaf_value=-0.00075349503926571348 -0.00095426953552557559 0.00077067508664283458 0.00063203218870095139 -0.00091640962465732378 -0.00068836002662101057 0.00097876475855967495 -0.00068383610680005182 0.0011378192031691967 -0.00077884525249498956 3.1073801045872462e-05 -0.00061542059913405691 -0.00024052415165354995 0.00033218638449605174 0.00091597543219133022 0.00022214748208423729 -0.00013035661760126395
leaf_weight=0.0011045866020985918 0.0011300423804603546 0.0010372043109212253 0.001824696557572089 0.0011068838074656763 0.0012734099084688337 0.0011308820538076247 0.0011771838551721822 0.0014890445381886552 0.0010503013065645836 0.0011187885752421698 0.0012621583594841458 0.0016227053418150276 0.0011457988686990207 0.0012641231864967475 0.0011821736234663297 0.0012233989429853019
leaf_count=161 126 49 297 608 516 102 80 83 199 162 450 133 164 113 85 582
internal_value=0 4.58129e-05 6.1931e-06 -6.03883e-05 -1.33296e-06 5.78952e-05 0.000123475 0.000199568 7.72603e-05 0.000663013 0.000179077 3.25226e-05 0.000188117 0.000379555 0.000592067 9.33399e-05
internal_weight=0 0.0200133 0.0189761 0.0171514 0.0160446 0.0147711 0.0136666 0.0124894 0.00988154 0.00260783 0.00883124 0.00651818 0.00525603 0.00363332 0.00231306 0.0023692
internal_count=3910 3784 3735 3438 2830 2314 2153 2073 1828 245 1629 1442 992 859 187 746
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=18
num_cat=0
split_feature=14 124 1 4 157 16 4 2 15 4 13 2 2 3 151 4 15
split_gain=0.00036129 0.000285052 0.000321007 0.000329867 0.000384611 0.000331177 0.000233855 0.000289562 0.000373721 0.000223675 0.00022366 0.000196197 0.000330758 0.000173921 0.00017242 0.000306931 0.000204749
threshold=0.077685000000000018 0.10385500000000002 0.076710000000000014 -0.23071499999999998 -0.062769999999999979 -0.110495 -0.026614999999999996 0.089910000000000004 -0.095799999999999982 0.0082450000000000006 0.11596500000000001 0.10362500000000001 0.097360000000000016 -0.08348499999999999 -0.0008699999999999999 0.41315500000000005 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 14 -7 9 -9 -8 11 12 13 -1 -6 16 -16
right_child=-2 -3 3 4 5 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00026653531050093294 -0.00098984569278370805 0.00086847652374426201 -0.00076929911350687792 0.0010339339335464126 -2.7961622715618232e-05 0.00058969759507667265 -0.0012828332014344075 -0.00066782886783197856 0.00066089383221934386 -0.00027176293094314776 0.00019392267371201024 -0.0011730329818090358 0.00039288767958518931 -0.0012099025907981479 -0.00022844532284112363 0.0014257489334675809 0.00077531270182622713
leaf_weight=0.0012602314852077703 0.0010696390628683319 0.001208325549336752 0.0011041425372942957 0.0015575587697237445 0.0016414621936667873 0.0010751714879791378 0.0011487602303956977 0.0010958865849726718 0.001548363482217166 0.001569605930859419 0.0018447613231852428 0.0010792659399426214 0.0012615610972449703 0.0011180527139833816 0.0011356427865917562 0.0010863128316815629 0.0013464925788025123
leaf_count=720 126 49 218 201 119 428 170 77 92 116 145 315 138 661 61 186 88
internal_value=0 4.62745e-05 -1.32165e-06 0.000144916 0.000221357 0.000112698 -0.000151413 -0.000300001 0.000110216 -0.000699033 -0.000320124 -0.000521071 -0.000327755 -0.000710021 0.000439054 0.000653878 0.000316067
internal_weight=0 0.0220816 0.0208733 0.0143094 0.0132053 0.0116477 0.00643779 0.00536262 0.00264425 0.00271837 0.00656387 0.00471911 0.00363985 0.00237828 0.00520991 0.00356845 0.00248214
internal_count=3910 3784 3735 1756 1538 1337 883 455 169 286 1979 1834 1519 1381 454 335 149
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=17
num_cat=0
split_feature=14 133 13 48 50 0 15 2 13 12 4 12 3 0 151 3
split_gain=0.000240915 0.000211118 0.000308953 0.000224287 0.000265535 0.000242163 0.000217236 0.000304233 0.000185488 0.000215336 0.000286123 0.000191357 0.000324634 0.000181805 0.000150752 0.00010261
threshold=0.077685000000000018 0.10599500000000002 -0.23438999999999996 0.12649500000000002 0.086465000000000014 -0.11287999999999999 -0.079799999999999996 0.090695000000000012 -0.084084999999999979 -0.036459999999999992 0.08734500000000002 0.085465000000000013 -0.015794999999999997 -0.10303999999999998 -0.0074049999999999993 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 6 7 -4 -7 -10 11 12 -11 -1 -9 -13
right_child=-2 -3 3 -5 -6 8 -8 14 9 10 -12 15 -14 -15 -16 -17
leaf_value=0.00014366117508362935 -0.00077946666041952878 -0.00064517698430103881 -0.00055586138896741334 -0.00069958565581441218 -0.00068846062892166529 -0.0005559344250984881 0.00080250380352971736 1.0600345540256524e-06 -0.00055543270680561189 0.00076542594188092961 0.00074097016612952764 -4.3155982958107748e-05 -0.000333870751850786 0.0010812648535927902 0.00079478534388018475 -0.00074884132082229363
leaf_weight=0.0010084496333301884 0.0010067104288585529 0.0011442020882804623 0.0011349849437091719 0.0011263089687659758 0.0011909536312619913 0.0015971207308555632 0.0019315723957915578 0.0011010817779527893 0.0012907072974002254 0.0014704154703213748 0.0016583550668113761 0.0010713915786372996 0.001318125110034484 0.0011399450578573707 0.0014144668651606632 0.0010611242544261933
leaf_count=111 126 542 66 91 506 561 124 65 187 122 117 166 117 79 93 837
internal_value=0 2.63559e-05 6.57291e-05 -5.45607e-06 4.26837e-05 0.000100544 0.000366271 0.000135452 -5.6135e-05 4.52916e-05 0.000163138 -3.15867e-05 0.000245795 0.000641157 0.000447364 -0.0003943
internal_weight=0 0.0206592 0.019515 0.0173666 0.0162403 0.0150493 0.00558211 0.00365053 0.00946724 0.00787012 0.00657941 0.00492106 0.00278854 0.00214839 0.00251555 0.00213252
internal_count=3910 3784 3242 3052 2961 2455 348 224 2107 1546 1359 1242 239 190 158 1003
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=17
num_cat=0
split_feature=124 133 14 50 158 457 42 156 151 4 2 15 457 16 16 1
split_gain=0.00032082 0.000215508 0.000227481 0.000239901 0.000207211 0.000201539 0.000158519 0.000203919 0.000228925 0.000247807 0.00039808 0.000246156 0.000230306 0.000137237 0.000183999 0.000149248
threshold=0.10385500000000002 0.10064500000000001 0.073890000000000011 0.10625000000000001 0.085745000000000002 -0.0034949999999999994 -0.090359999999999982 0.091280000000000014 -0.084019999999999984 0.26450500000000005 0.11230000000000001 -0.095799999999999982 0.084715000000000013 0.011450000000000002 -0.095109999999999986 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 -1 -7 8 -8 10 11 -10 13 14 -13 -15
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 -14 15 -16 -17
leaf_value=-0.000528730468958885 0.00092620698152205477 -0.00085965541667610168 -0.0008233202405506959 -0.00079030979564068582 -0.00070184374039509458 -0.00043609603403835739 -0.00028758130845416301 -0.0005068105725935493 -0.00024928945062205739 0.00112577703967593 -0.00060691954853977625 0.00068175680485218419 0.0013747774442555692 0.0010754538176919268 -0.00027133087359081489 0.00021446086334222072
leaf_weight=0.0013463031631943618 0.0010789953958816245 0.0010288560312376105 0.0010606130097090263 0.0010720914355917292 0.0010118232446204812 0.0011679785101159903 0.0017127104122359503 0.0010404888587469676 0.0012753562310824562 0.0013403232747463681 0.0012863448917614546 0.0011746975909840164 0.0010289714885152179 0.0016215425724591115 0.0014005562700719345 0.0010437000061069845
leaf_count=221 49 586 117 322 324 278 229 261 140 213 160 115 37 93 604 161
internal_value=0 -6.84633e-05 -2.46598e-05 2.3681e-05 7.67284e-05 0.000127754 0.000190469 0.00024709 0.000313096 0.00041424 0.000306249 0.000461939 0.000606619 0.000455791 0.000163418 0.000738292
internal_weight=0 0.0196124 0.0185835 0.0175229 0.0164508 0.015439 0.0140927 0.0129247 0.0118842 0.0101715 0.00883117 0.00754482 0.00626947 0.0052405 0.00257525 0.00266524
internal_count=3910 3861 3275 3158 2836 2512 2291 2013 1752 1523 1310 1150 1010 973 719 254
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=15
num_cat=0
split_feature=124 133 158 50 156 2 16 15 3 51 151 151 0 1
split_gain=0.000224835 0.000147644 0.000158659 0.000158318 0.000160624 0.000175268 0.000170776 0.000218011 0.00019823 0.000162969 0.000157235 0.000158532 0.00011679 0.000128755
threshold=0.10385500000000002 0.099765000000000006 0.085745000000000002 0.09660500000000001 0.091280000000000014 0.097940000000000013 1.0000000180025095e-35 -0.14487999999999998 -0.050194999999999997 -0.09021499999999999 -0.083919999999999981 -0.0074049999999999993 -0.069794999999999982 0.095575000000000007
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 -9 -1 -11 -12 13 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 11 12 -14 -15
leaf_value=0.00052268378756191339 0.00077046017089897655 -0.00067525590615888256 -0.00065184547656629821 -0.00059282855244136218 -0.0005540141400242522 0.00071434331577512663 0.00077136361437809121 -0.00072972900848705397 0.0002227837263154394 -0.00076846230054179363 0.00053667058163285434 -0.00066647940487223566 0.00019450101755486154 1.1745984400520907e-05
leaf_weight=0.0012606849611769121 0.0010075667756827547 0.0010626550406286411 0.0010868103195316855 0.0011383013558010314 0.0011252505797688878 0.0013207558678904243 0.0018473445274800881 0.001011992496798411 0.001716365436561166 0.001006164170068183 0.0011309803154088598 0.0017957461325558213 0.0016820652960629658 0.0014942589428373933
leaf_count=114 49 596 355 404 295 118 211 142 168 212 91 931 96 128
internal_value=0 -5.73511e-05 -2.00785e-05 2.1459e-05 6.68892e-05 0.000115863 0.00034128 0.000145062 -0.000130519 -4.29406e-05 -0.000143243 -4.01683e-05 -0.00017138 -0.000358442
internal_weight=0 0.0186794 0.0176167 0.0165299 0.0153916 0.0142664 0.00589646 0.00404911 0.00272836 0.0083699 0.00710921 0.00610305 0.00497207 0.00329001
internal_count=3910 3861 3265 2910 2506 2211 639 428 310 1572 1458 1246 1155 1059
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=16
num_cat=0
split_feature=14 11 13 1 132 159 0 0 457 0 160 43 3 3 48
split_gain=0.000261483 0.000140394 0.000202418 0.00016928 0.000158856 0.000165337 0.000175796 0.000186156 0.000219874 0.000235799 0.000185204 0.000179068 0.000279204 0.000201162 0.0001993
threshold=0.077685000000000018 0.088315000000000018 -0.15078499999999997 0.076710000000000014 0.080815000000000012 0.09141500000000001 0.15480500000000005 -0.017269999999999997 -0.0015249999999999997 -0.053834999999999994 -0.082234999999999989 -0.049504999999999987 0.086245000000000016 -0.075954999999999981 0.086455000000000018
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 -4 10 -10 13 -13 -12 -14
right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11 11 12 14 -15 -16
leaf_value=6.73144206393959e-05 -0.0009031474160340092 -0.00057253471774576287 -0.00078935203903834276 0.00093243322844022646 0.00061960841358904561 -0.00069099928989214022 -0.00068025211316260462 0.00068878063492146767 -0.00052378281565927296 -0.00073193194392766933 0.00019967829094546499 -0.00052219889885339566 0.0010069948463382332 0.0011979738499855387 3.1183155005982526e-05
leaf_weight=0.0014490563134955088 0.001017011630745023 0.0011597212761591527 0.0010840222544529774 0.0015214405148419631 0.0012274876445546356 0.0012420687292801639 0.001135842649467359 0.0013894330980571594 0.0010860344302594423 0.0010622206272499516 0.0014648725521692668 0.0016973672174501152 0.0011076556803433224 0.0012089974626106918 0.0018076448136454815
leaf_count=36 126 125 249 201 292 327 39 175 409 136 439 1022 64 215 55
internal_value=0 3.88476e-05 7.72065e-05 0.000510414 -5.74251e-06 -5.94736e-05 6.60807e-07 6.56082e-05 -1.67068e-05 7.20672e-05 0.00017407 0.000278083 6.18749e-05 0.00065106 0.000401939
internal_weight=0 0.0196439 0.0184841 0.0029705 0.0155136 0.0142862 0.0130441 0.0119082 0.0105188 0.00943479 0.00837257 0.00728654 0.00461267 0.00267387 0.0029153
internal_count=3910 3784 3659 237 3422 3130 2803 2764 2589 2340 2204 1795 1141 654 119
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=17
num_cat=0
split_feature=14 124 133 50 158 48 4 3 3 160 43 12 3 2 0 1
split_gain=0.000320493 0.000207416 0.000191653 0.000276576 0.000181927 0.000150889 0.000177355 0.000172059 0.000159259 0.000167967 0.000215313 0.000153915 0.00014504 0.000123558 8.78642e-05 5.70558e-05
threshold=0.077685000000000018 0.10385500000000002 0.099765000000000006 0.10625000000000001 0.084965000000000027 0.11930500000000001 0.27020000000000005 -0.15464999999999998 -0.078669999999999976 -0.075234999999999982 -0.019509999999999996 0.090385000000000007 -0.100615 0.11260500000000001 -0.23029999999999998 0.095575000000000007
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 11 -11 -9 -8 -12 -16
right_child=-2 -3 -4 -5 -6 -7 13 8 9 10 14 -13 -14 -15 15 -17
leaf_value=0.00074233798668271744 -0.00097287633213795311 0.00080043515216813655 -0.00072698740308282104 -0.00083585734918090518 -0.00061708490271233669 -0.0004414440181423839 0.00026681729990963644 1.1130583214125718e-05 0.00078777280289883884 5.0201103487370199e-05 0.00025611591952874672 0.0010099025097650581 -0.00075933864547183074 0.0010836682544359127 -0.00056601728183463943 -8.5585129848769068e-05
leaf_weight=0.0011635030628420707 0.0010029088635628005 0.0010208561282348321 0.0010532533361373225 0.0010309145402565617 0.0010198416822756731 0.0012300025125463474 0.0012261293410272859 0.0018668200276160578 0.001149393935459285 0.0010211815817762031 0.0010874832139329271 0.0010053493192879737 0.0012278604396907117 0.0010354048896945255 0.0014730316366730464 0.0015253392684951295
leaf_count=121 126 49 580 323 333 94 129 121 172 125 37 99 1063 152 254 132
internal_value=0 3.68401e-05 -6.19048e-06 3.83043e-05 9.45183e-05 0.000142863 0.000195012 0.000107498 3.61766e-05 0.000177125 6.2297e-05 0.000526303 -0.000294565 0.000640799 -0.000167844 -0.000321611
internal_weight=0 0.0191364 0.0181155 0.0170623 0.0160313 0.0150115 0.0137815 0.01152 0.0103565 0.00726178 0.00611239 0.00202653 0.00309468 0.00226153 0.00408585 0.00299837
internal_count=3910 3784 3735 3155 2832 2499 2405 2124 2003 819 647 224 1184 281 423 386
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=15
num_cat=0
split_feature=14 11 13 124 132 0 457 1 16 0 16 1 51 4
split_gain=0.000220922 0.000128161 0.000123899 0.000178384 0.000151979 0.00021152 0.000150263 0.000147099 0.000127717 8.90246e-05 0.000155701 0.000180304 7.12151e-05 9.30126e-05
threshold=0.073890000000000011 0.088315000000000018 -0.15078499999999997 -0.061329999999999989 0.080815000000000012 0.12007500000000002 -0.0015249999999999997 0.090475000000000014 -0.083564999999999987 -0.053834999999999994 0.0015250000000000001 0.094695000000000015 0.080840000000000009 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 -1 12 10 11 -10 13 -8
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11 -12 -13 -14 -15
leaf_value=1.1498593906659906e-05 -0.0008520715613150239 -0.00059828609389451278 0.00062481536906280226 -0.00071896562501823076 0.00060139470902126325 -0.00090392485914290695 -0.0003226014297265427 0.00088940318944218165 -0.00086275908958004298 -0.0004988964243526371 0.0004184185578327786 0.00018987297323884702 0.00066340212693148301 0.00039588080135410334
leaf_weight=0.0013859899689242601 0.0010624546325131981 0.0010795328049084665 0.0014709470868774057 0.001069889287991445 0.0011060255681343669 0.0011323098530799181 0.0010470769466802915 0.0013269532629686005 0.0011218489513859327 0.0018059687700422633 0.0018018421866592537 0.0011922068094914612 0.001233083577798764 0.0016460857497481423
leaf_count=43 135 125 264 259 271 79 553 191 901 239 402 117 153 178
internal_value=0 3.1763e-05 7.09873e-05 2.37928e-06 -6.72123e-05 -0.00012858 -4.81684e-05 0.000440899 2.47063e-05 -0.000150051 3.01433e-06 -0.000320441 0.000288289 0.000116542
internal_weight=0 0.0184198 0.0173402 0.0146273 0.0131563 0.0120503 0.010918 0.00271294 0.00984811 0.00592187 0.0041159 0.00231406 0.00392625 0.00269316
internal_count=3910 3775 3650 3416 3152 2881 2802 234 2543 1659 1420 1018 884 731
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=19
num_cat=0
split_feature=14 124 4 50 15 158 47 47 47 13 151 2 1 0 0 1 12 1
split_gain=0.00036337 0.000316134 0.000325935 0.000275036 0.000244984 0.000442656 0.00027408 0.000261211 0.000247666 0.000287808 0.000242553 0.000202711 0.000191191 0.000240419 0.000158536 0.00016881 0.000250096 7.33416e-05
threshold=0.077685000000000018 0.10385500000000002 -0.49837999999999999 0.11812000000000002 -0.26361999999999991 0.085745000000000002 0.11939500000000002 0.10783500000000001 1.0000000180025095e-35 -0.10241499999999999 -0.086424999999999988 0.10571000000000001 0.11215000000000001 -0.230625 1.0000000180025095e-35 0.088785000000000017 0.085325000000000012 0.10113500000000002
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 11 -11 -6 13 -12 15 16 -15 -10
right_child=-2 -3 3 -5 5 -7 -8 -9 17 10 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00084284072082579031 -0.0010208119987240053 0.0009771608602045438 0.00078901499886284833 -0.00088632036379931067 0.0011589472918803834 -0.0011153855996660304 -0.0008138145897573874 0.0010713215738764829 -0.00013365561414861545 0.00090330102932040311 0.00086426669341364078 0.00011040258214949332 -0.00074210748581524512 0.00042561793437103837 0.00052059578181686971 -0.00078155493688098312 -0.00060588911709153089 -0.00083772123508562895
leaf_weight=0.0015028004207737469 0.001164316968844086 0.0011599907881320063 0.0016148493746432095 0.0010151387148339469 0.0016107819006131148 0.0010683559655186607 0.0010184334495603178 0.0010371625375250057 0.0010041793830486605 0.0010258993794141106 0.0010866054645148858 0.0010331935495660888 0.0011673343546541835 0.0019040656387425397 0.0011870593996173295 0.0013670643239202633 0.0013869950786563195 0.001016319452842751
leaf_count=174 126 49 258 235 83 292 85 68 166 187 41 97 86 358 82 317 1140 66
internal_value=0 3.8113e-05 -1.36438e-05 5.01176e-05 0.000101424 3.57744e-05 0.000113391 0.000177081 0.000109821 0.000212421 5.68883e-05 0.000749205 -5.03251e-05 6.61732e-05 -8.21905e-05 -0.000235802 -9.10367e-06 -0.000487804
internal_weight=0 0.0222062 0.0210462 0.0195434 0.0185283 0.0169134 0.0158451 0.0148267 0.0137895 0.011769 0.00912502 0.00264398 0.00809912 0.00693179 0.00584518 0.00465813 0.00329106 0.0020205
internal_count=3910 3784 3735 3561 3326 3068 2776 2691 2623 2391 2211 180 2024 1938 1897 1815 1498 232
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=17
num_cat=0
split_feature=14 124 133 50 158 47 47 47 1 48 2 3 150 0 42 43
split_gain=0.000387885 0.000176901 0.000212044 0.0002643 0.000180044 0.000176112 0.000178395 0.000180554 0.000251399 0.000211564 0.000266207 0.00033445 0.000282569 0.000126379 0.000170186 0.000136896
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.085745000000000002 0.117025 0.10561500000000001 0.086425000000000016 0.11235500000000002 -0.064549999999999982 0.11230000000000001 0.10420500000000001 0.087235000000000021 -0.11524 0.084685000000000024 -0.086909999999999987
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 9 -1 11 12 13 -11 15 -15
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.00086634001397080536 -0.0011095709593547001 0.00079635569955589509 -0.00082365951948056601 -0.00085899780869455741 -0.00064368656443088113 -0.00058811247431251028 0.00091454449736964513 -0.00047967584073645408 0.00083903852034168116 0.00065465424296861599 -0.00080134159875657005 0.0011512354090782652 -0.00078726684801062863 -0.00084322237396346363 0.00046056268559697554 5.6809073821422002e-05
leaf_weight=0.0011534639725141469 0.0010938696727081079 0.0010486067412275755 0.0010461196383721302 0.0010720595929074759 0.0010682646602456205 0.001057487828153735 0.0011692021978824763 0.0014568890166075385 0.0019706593875891349 0.0014482019155818695 0.0012425302186778184 0.001008014998458151 0.0013425596171183288 0.0010059961653868721 0.001749223906771874 0.0014882544424555163
leaf_count=133 126 49 570 323 324 89 73 156 304 128 165 41 162 136 469 662
internal_value=0 4.2502e-05 1.49888e-06 4.88429e-05 0.000105557 0.000155294 0.000207582 0.000147969 0.000221658 0.000105102 1.05318e-05 0.000135966 -9.52285e-06 0.000173932 9.87284e-06 -0.000306197
internal_weight=0 0.0203275 0.0192789 0.0182328 0.0171607 0.0160925 0.015035 0.0138658 0.0124089 0.0104382 0.00928478 0.00804225 0.00703424 0.00569168 0.00424347 0.00249425
internal_count=3910 3784 3735 3165 2842 2518 2429 2356 2200 1896 1763 1598 1557 1395 1267 798
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=11
num_cat=0
split_feature=13 39 50 133 48 3 0 49 15 0
split_gain=6.20015e-05 9.4203e-05 0.000131687 0.000119111 0.00013038 0.000119403 0.00011713 0.000139421 0.00014148 0.000207966
threshold=-0.23438999999999996 0.085060000000000011 0.086465000000000014 1.0000000180025095e-35 0.11379500000000002 -0.14218999999999996 -0.053834999999999994 -0.07107999999999999 -0.095799999999999982 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=0.0029659387570408298 0.005574611932949061 0.0032559152018805256 -0.0070994543922901785 -0.0051372069745936237 -0.0054577435124913525 -0.0042023539603988809 -0.0044607267640488762 -0.00090100250100959148 0.011697017371072205 0.00093993430923668196
leaf_weight=0.0019281764673306319 0.0015222570205267348 0.0018868322270093269 0.0010428130691133028 0.0014963237607046381 0.0011110712192180508 0.0011625864987358132 0.0014490995482534779 0.0018437366585004498 0.0010322006586954728 0.0012881206933514399
leaf_count=210 229 380 656 921 80 104 197 216 85 832
internal_value=0 -0.000451849 -0.00103737 -0.000457691 0.000286492 0.00105562 4.03748e-05 0.00126489 0.00279132 0.00572525
internal_weight=0 0.013835 0.0119482 0.0109054 0.00940907 0.008298 0.00677574 0.00532664 0.00416406 0.00232032
internal_count=3910 3700 3320 2664 1743 1663 1434 1237 1133 917
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=12
num_cat=0
split_feature=13 39 4 3 52 147 16 3 15 2 43
split_gain=5.03707e-05 7.68471e-05 7.92135e-05 0.000175603 0.000123421 0.000136739 0.000135232 0.000152517 0.000122986 5.65676e-05 4.9747e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.034289999999999994 -0.084014999999999992 -0.081429999999999989 1.0000000180025095e-35 -0.114825 0.090325000000000003 -0.14097499999999996 0.087995000000000004 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 8 -8 -6 -3 -2
right_child=1 9 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.0031989697604615677 0.0023880120641052464 -3.9785242759490156e-05 0.0050989595498845295 -0.010581889398385629 0.0060057512195839787 0.0051803448780265325 -0.011720866312657058 -0.0011992902816279519 -0.003628060905042771 0.0065477197092525998 -0.0038379839331903836
leaf_weight=0.0019231236196789519 0.0012604412931732333 0.001291249374767632 0.0016814823227187846 0.00118217596094242 0.0010746294412068008 0.001156033504901427 0.0012526755023551618 0.0012568482631224454 0.0013762308594962441 0.0010986924582134744 0.0010896367648785907
leaf_count=210 303 167 407 880 105 105 622 59 272 252 528
internal_value=0 -0.00048874 -0.00122224 -0.00387337 -2.13388e-05 -0.00142898 -0.0029693 -0.00645133 0.00059608 0.00298859 -0.000498732
internal_weight=0 0.0137201 0.0113302 0.00353225 0.0077979 0.00611642 0.00496038 0.00250952 0.00245086 0.00238994 0.00235008
internal_count=3910 3700 3281 1711 1570 1163 1058 681 377 419 831
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=12
num_cat=0
split_feature=1 0 133 43 159 50 12 151 1 1 151
split_gain=5.12004e-05 0.000119337 7.00175e-05 7.30089e-05 6.0001e-05 6.37945e-05 8.09376e-05 8.42642e-05 0.000155436 0.00016131 8.61745e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.019509999999999996 0.073745000000000019 0.086465000000000014 -0.036459999999999992 0.056555000000000001 0.12485500000000001 0.09112000000000002 -0.0017399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 8 9 -8 -11
right_child=4 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0062738387973740491 -0.0030953800889624563 0.0052435012354026481 -0.0029079944160339015 -0.0010719706586178037 0.004068327172914373 -0.0037504394128727715 0.0061500744150518524 -0.0026004410608351392 0.0078029569274024628 -0.0046022544376657492 0.0010930566016415524
leaf_weight=0.0011686125370650273 0.0014068940331899617 0.0010470949267685006 0.0014272113047676107 0.0011115472859262818 0.001311028107388563 0.0010922594018766213 0.0012287965174706209 0.0012595162151620709 0.0011967469186399127 0.0012871263823706087 0.0019962255647688869
leaf_count=1009 261 176 547 276 380 436 208 81 93 132 311
internal_value=0 -0.00151081 4.14336e-05 0.00199148 0.000627237 0.000150729 0.000659497 0.00141759 0.00230406 0.000845605 -0.0011396
internal_weight=0 0.00475447 0.00358585 0.00215864 0.0107786 0.00946757 0.00837531 0.00696841 0.0057089 0.00451215 0.00328335
internal_count=3910 2008 999 452 1902 1522 1086 825 744 651 443
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=12
num_cat=0
split_feature=2 43 13 0 16 13 43 43 52 3 16
split_gain=4.78792e-05 9.77661e-05 0.000139388 9.5262e-05 0.000103383 0.000119714 8.15252e-05 7.39695e-05 0.000161815 5.06599e-05 4.88339e-05
threshold=0.10910500000000002 -0.044024999999999988 -0.15078499999999997 0.12346000000000001 -0.15168999999999996 -0.084184999999999996 -0.13719999999999996 -0.074254999999999988 -0.069134999999999988 -0.077894999999999978 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 -7 -8 -9 -1 -4
right_child=1 2 10 -5 5 6 7 8 -10 -11 -12
leaf_value=0.00075698835132499318 0.0059496840782820477 0.0050067855347491657 9.1708550614939314e-05 -0.0045532185729799599 -0.0060855197082229206 -0.0036838288786868751 0.0044283361174953084 -0.004523030387397751 0.0035354631996637924 0.0053841835429184878 -0.004680647074542482
leaf_weight=0.0015514190058040569 0.001041418165167101 0.0011175163444676712 0.0012802879997292069 0.0015108316613409176 0.0011445177170919642 0.0013521106550262027 0.0012837576750937812 0.0013935036945123169 0.0014288277229909927 0.0011789239993910362 0.0011544218593589012
leaf_count=181 313 155 121 108 697 261 529 254 916 185 190
internal_value=0 0.00141614 8.70262e-05 -0.000633491 1.03274e-06 -0.00113776 -0.000100276 0.00107977 -0.000443354 0.00275495 -0.00217111
internal_weight=0 0.00459364 0.00355223 0.0108439 0.00933306 0.00660272 0.0054582 0.00410609 0.00282233 0.00273034 0.00243471
internal_count=3910 779 466 3131 3023 2657 1960 1699 1170 366 311
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=11
num_cat=0
split_feature=158 41 159 47 42 43 52 1 457 4
split_gain=4.66556e-05 6.8353e-05 8.26931e-05 6.69049e-05 9.82127e-05 0.00020476 0.000111249 0.000145892 0.000152144 7.82661e-05
threshold=0.084965000000000027 0.078150000000000011 0.088320000000000023 0.10783500000000001 -0.015514999999999999 -0.083899999999999988 -0.087094999999999992 0.11215000000000001 0.082870000000000013 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0046820632197707261 -0.0031881399902473377 -0.003635590639028562 0.0044630316701998679 0.0028526798847386186 0.0050951321665017842 -0.0055768837587088773 0.0018650181507972466 -0.0039143524516219216 0.0060777305649399368 -0.0025058488085272597
leaf_weight=0.0010831285871737159 0.0010082323411572417 0.0010018090401389531 0.0011160279357146476 0.0017883170457558958 0.0016181896027688018 0.001012103756611385 0.0019439442808591198 0.0017677901158027077 0.0011373567676945529 0.0018637218384863602
leaf_count=744 423 174 265 191 391 331 829 174 113 275
internal_value=0 0.00020356 0.000492077 0.000129256 -0.000337868 0.000165746 -0.000866845 -0.000156703 0.00118661 -0.000274371
internal_weight=0 0.0143324 0.0133306 0.0122146 0.0104262 0.00934311 0.00772492 0.00671281 0.00494502 0.00380767
internal_count=3910 3487 3313 3048 2857 2113 1722 1391 1217 1104
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=14
num_cat=0
split_feature=14 133 13 48 0 1 124 150 159 159 0 0 42
split_gain=0.000157657 0.000129574 0.000214756 0.000157698 0.000183409 0.000291616 0.000152903 0.000161914 0.000126661 0.00011931 0.000141697 0.000112095 0.000233884
threshold=0.073890000000000011 0.10599500000000002 -0.23438999999999996 0.12649500000000002 -0.18087499999999998 0.10498500000000001 -0.073304999999999995 0.087865000000000013 0.09141500000000001 -0.034019999999999988 -0.017269999999999997 -0.10575999999999998 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 8 9 -8 11 -11 -13
right_child=-2 -3 3 -5 6 -7 7 -9 -10 10 -12 12 -14
leaf_value=0.00061616600541927258 -0.00067306956045255599 -0.00058360669140711805 9.6512024576463911e-06 -0.0006685334098891013 0.00046906430965387556 0.0011347514521897646 -0.00052685139491911624 -0.00079020682277338144 -0.00059937011706544274 0.00033445117925233838 0.00050748343718707396 -0.00066386707654821075 0.00023523648764713228
leaf_weight=0.0018785531814462754 0.0010351851876845833 0.0010029338260625102 0.001901790693378474 0.0010206294523382722 0.0014523766418773907 0.0011036497253524846 0.0010635771846693983 0.0010274139548819084 0.0011592731773477577 0.0015726620264566635 0.0018812435085546041 0.0017964904354418275 0.0017137770347593079
leaf_count=190 135 540 107 91 248 53 350 207 288 131 191 737 642
internal_value=0 2.50871e-05 5.98299e-05 -6.76764e-06 3.9266e-05 0.000422807 -5.95365e-05 -0.000134698 -6.13899e-05 1.62989e-05 9.92495e-05 -5.1842e-05 -0.000224908
internal_weight=0 0.0185744 0.0175714 0.0156929 0.0146723 0.00300544 0.0116668 0.0102144 0.00918702 0.00802775 0.00696417 0.00508293 0.00351027
internal_count=3910 3775 3235 3045 2954 160 2794 2546 2339 2051 1701 1510 1379
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=13
num_cat=0
split_feature=1 3 3 12 16 12 3 15 12 4 15 16
split_gain=4.83313e-05 8.27235e-05 9.37327e-05 0.000101058 9.22638e-05 6.61777e-05 0.000165008 0.000202004 8.46812e-05 5.94736e-05 4.18135e-05 1.5821e-05
threshold=0.094485000000000013 0.10666500000000002 -0.115685 0.085775000000000004 -0.083564999999999987 0.090585000000000013 0.090325000000000003 -0.091274999999999981 0.10641500000000001 0.056740000000000006 -0.14487999999999998 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 7 -2 -7 -8 -11 -1
right_child=5 -3 3 -5 -6 8 9 -9 -10 10 -12 -13
leaf_value=-0.00025829501348282734 0.0097822686979593173 0.0028704200561681585 0.0015053148650235339 -0.00676230403113506 -0.0037239251130819313 -0.0042513235927220091 0.0021723372796102355 0.00034833317451059569 0.0012652291764320639 0.00031592731440097745 -0.0038775699987274124 0.0023768110356259566
leaf_weight=0.0010176948665072665 0.0010182297251996857 0.0011037323909874885 0.0013251461975942562 0.0010902487138000406 0.0017451979461032435 0.0011338852138019079 0.0013534700324266541 0.0010085734640612014 0.0013737932637514078 0.0010348793444797701 0.0010897348578110741 0.0010168445024001938
leaf_count=147 238 40 240 1646 568 285 149 167 154 117 77 82
internal_value=0 -0.000898038 -0.00156943 -0.0028546 -0.00146701 0.000782669 0.00169913 0.00508777 -0.00122916 -0.000275549 -0.00183496 0.00105871
internal_weight=0 0.00729886 0.00619513 0.00416059 0.00307034 0.00801257 0.00550489 0.0020268 0.00250768 0.00347808 0.00212461 0.00203454
internal_count=3910 2723 2683 2454 808 1187 748 405 439 343 194 229
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=11
num_cat=0
split_feature=4 0 12 42 160 157 4 52 15 15
split_gain=4.28089e-05 6.18963e-05 0.000148061 9.45481e-05 8.79352e-05 0.000145805 7.31882e-05 8.68432e-05 9.6244e-05 0.00017632
threshold=-0.49837999999999999 -0.017269999999999997 0.081660000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.022224999999999998 0.27020000000000005 0.06136500000000001 -0.053579999999999996 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 8 9 -6
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.002969099293338856 -0.0043010633999071681 0.0067613875906742853 -0.00069099948793225566 0.0020977190087563143 -0.0021693718492870047 -0.0061141239538688571 0.0042956354144715568 0.0038365864816881819 -0.0039577196623406443 0.0059207994520443586
leaf_weight=0.0011851045240313567 0.0013657888907952906 0.0011756144277869232 0.001713840665604538 0.0010047201374937201 0.0018297645855535789 0.001293775028310273 0.0014931486784137945 0.0013887018042718982 0.0016150085969796552 0.0011458849318732311
leaf_count=176 1005 161 123 299 227 619 239 372 485 204
internal_value=0 0.000231905 0.00234111 -0.00031533 0.000241795 -0.00252456 0.00109271 0.000292881 -0.000779112 0.000946051
internal_weight=0 0.0140262 0.00288946 0.0111368 0.009771 0.0022985 0.00747251 0.00597936 0.00459066 0.00297565
internal_count=3910 3734 284 3450 2445 918 1527 1288 916 431
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=15
num_cat=0
split_feature=14 124 133 51 15 48 2 16 3 4 15 4 47 2
split_gain=0.000195908 0.00012506 0.000198276 0.000136773 0.000194483 0.000168148 0.000146971 0.000181605 0.000126539 0.000129329 0.000116217 7.03517e-05 3.24463e-05 2.75541e-07
threshold=0.073890000000000011 0.08919500000000001 0.099765000000000006 0.12190000000000002 -0.24219999999999997 -0.064549999999999982 0.10184000000000001 -0.10486499999999999 -0.078669999999999976 -0.060264999999999992 -1.0000000180025095e-35 -0.0010999999999999996 0.092255000000000018 0.088210000000000025
decision_type=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 -7 11 -10 -13 -12
right_child=-2 -3 -4 -5 5 6 7 -9 10 -11 13 12 -14 -15
leaf_value=0.00065400986454420944 -0.00070791657174058267 0.00060622249182240443 -0.00071758680208202719 -0.00047110797388229546 0.00062374784148133407 -3.9669165704986302e-05 -0.00012774428890067866 0.000675340155734255 0.00014200377243087019 -0.00070807330930327465 0.00035311337100673229 -0.00055622625099703538 -0.00015442836650727445 0.00031390536717948198
leaf_weight=0.0015592989228832713 0.0010424570028123572 0.0010240132932438631 0.0010034769363657893 0.0013001159520005861 0.0012091565327252115 0.0014904586332354737 0.001557508513054244 0.0015974280397124995 0.0012843367996776128 0.0017776844841540891 0.001001694043992884 0.0010899828801880992 0.0011639169596201005 0.0010062718792580583
leaf_count=262 135 76 576 175 183 726 122 396 121 618 178 155 94 93
internal_value=0 3.82027e-05 4.07038e-06 4.92239e-05 9.5126e-05 2.89977e-05 -3.10849e-05 0.000278879 -0.000142031 -0.000403243 1.18906e-05 -0.000170604 -0.000348737 0.000333465
internal_weight=0 0.0180653 0.0170413 0.0160379 0.0147377 0.0131784 0.0119693 0.00315494 0.00881435 0.00326814 0.0055462 0.00353824 0.0022539 0.00200797
internal_count=3910 3775 3699 3123 2948 2686 2503 518 1985 1344 641 370 249 271
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=12
num_cat=0
split_feature=13 39 4 3 52 147 15 16 0 2 43
split_gain=4.09076e-05 7.34367e-05 7.08708e-05 0.000147024 0.000106171 0.000131474 0.000117443 8.36503e-05 6.29799e-05 4.80198e-05 3.80237e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.034289999999999994 -0.084014999999999992 -0.081429999999999989 1.0000000180025095e-35 -0.10071499999999999 -0.114825 -0.18087499999999998 0.087995000000000004 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 7 -6 -8 -3 -2
right_child=1 9 4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.0022153263126208143 0.0015212467958849155 0.00014260661231984187 0.0036468108326972604 -0.0075729019650549447 0.0024613251872216482 0.0039349290069828867 -0.0021636761219832865 -0.0033028291846840907 -0.0077464254273848831 0.0048318181032018298 -0.0026703459781540679
leaf_weight=0.0018830973365826847 0.0012066670164999922 0.001243543346817469 0.0016296613839304952 0.0011348191503619686 0.0015762297907166972 0.001137321767447963 0.001028502396807518 0.0011310348058890087 0.0010872731465290351 0.0010564761210383332 0.0010662603798096654
leaf_count=210 303 167 407 880 172 105 49 183 654 252 528
internal_value=0 -0.000331556 -0.000881179 -0.00281873 -1.12621e-05 -0.00101144 -0.00217784 5.319e-05 -0.00503259 0.00229652 -0.000445085
internal_weight=0 0.0132978 0.0109978 0.00340775 0.00759002 0.00596036 0.00482304 0.00270726 0.00211578 0.00230002 0.00227293
internal_count=3910 3700 3281 1711 1570 1163 1058 355 703 419 831
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=11
num_cat=0
split_feature=1 12 11 43 1 15 42 151 2 2
split_gain=4.25818e-05 6.06085e-05 7.16401e-05 0.000134775 7.9702e-05 9.2386e-05 0.000109894 0.000100293 0.000128861 8.56008e-05
threshold=0.13662500000000002 0.11655500000000001 0.079700000000000007 -0.16369999999999998 1.0000000180025095e-35 -0.015439999999999997 0.088345000000000021 -0.044604999999999992 0.090695000000000012 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -6 -9 -5
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.0055956986037933735 0.0026731762240843875 -0.0040866977746976969 -0.003787831299875438 -0.005129628669873436 -0.0053000501908683608 0.003734100260871751 0.0041822115017342548 -0.004455013678917024 0.0028240363206632393 0.00016072551320974368
leaf_weight=0.0011742918079342074 0.0013983927099162881 0.0010177774293457916 0.0011754097682891837 0.0014952828182064641 0.0013026006646304593 0.0019823332168577056 0.0010892209003037622 0.0010051626626485233 0.0017326233116587986 0.0017203744683836602
leaf_count=175 225 148 226 1373 182 644 241 148 153 395
internal_value=0 -0.000289567 1.52796e-05 0.00040393 -0.000186396 0.000768948 -0.000376933 -0.001606 0.000151574 -0.00229929
internal_weight=0 0.0136951 0.0126773 0.0115019 0.0103276 0.00711194 0.00512961 0.00404039 0.00273779 0.00321566
internal_count=3910 3685 3537 3311 3136 1368 724 483 301 1768
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=16
num_cat=0
split_feature=14 133 13 48 50 132 0 15 15 12 13 49 12 16 42
split_gain=0.000213133 0.00020028 0.000197007 0.000195826 0.000242903 0.000202474 0.00015829 0.000214998 0.000237435 0.000146989 0.000168622 0.000117571 0.000113028 0.000208599 2.70501e-05
threshold=0.073890000000000011 0.10599500000000002 -0.26418499999999995 0.12649500000000002 0.086465000000000014 0.079995000000000011 -0.11287999999999999 -0.079799999999999996 -0.14487999999999998 0.10333000000000002 0.11596500000000001 -0.047309999999999998 0.085325000000000012 -0.055679999999999993 -0.044384999999999994
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 -4 10 12 -10 13 -8 -12
right_child=-2 -3 3 -5 -6 -7 9 -9 11 -11 14 -13 -14 -15 -16
leaf_value=0.00069020845895671377 -0.00083980694771556175 -0.00078991566168707479 0.00074937394850530914 -0.00077083236111104346 -0.00079077366973223802 0.00091144236112826341 0.00045149758384879887 0.00087342381279081254 0.00010065391036000139 0.00058764213776316999 4.6148084899077703e-05 -0.00079349138749856764 -0.00076247108734841856 -0.00057645820504005445 0.00049236281643259122
leaf_weight=0.0017698425879372854 0.0010897910856113571 0.0010314385643482469 0.0011590250747465988 0.0010933674107108096 0.0011195939870240834 0.0011529346791198858 0.0012225763591565369 0.0017825071897662461 0.0011345088343440723 0.0010049153193467083 0.001000648519393188 0.0010430514112111378 0.0018735843819210375 0.0018087616727541426 0.0010075446884438843
leaf_count=177 135 540 81 91 505 193 221 112 64 176 44 60 1044 426 41
internal_value=0 3.41075e-05 8.08767e-05 1.51314e-05 7.12624e-05 0.000139277 7.09907e-05 0.000334428 4.64797e-05 -9.93243e-05 -0.000199184 -0.000327642 -0.000391288 -0.000161871 0.000270022
internal_weight=0 0.0192043 0.0181729 0.016403 0.0153097 0.0141901 0.0130371 0.00511909 0.00333659 0.00791803 0.00691312 0.00217756 0.00490492 0.00303134 0.00200819
internal_count=3910 3775 3235 3058 2967 2462 2269 317 205 1952 1776 124 1691 647 85
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=18
num_cat=0
split_feature=14 124 133 50 47 1 0 475 16 52 14 0 48 0 2 16 0
split_gain=0.000346745 0.000202138 0.000283887 0.000209638 0.000262426 0.000216423 0.000294522 0.00023055 0.000166279 0.00017403 0.000153808 0.000207794 0.000227931 0.000148603 0.000135627 0.000112252 7.80769e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10625000000000001 0.117025 0.076710000000000014 -0.089879999999999974 -0.073614999999999986 -0.083564999999999987 0.091210000000000013 -0.13131999999999996 -0.10575999999999998 0.086285000000000014 -0.032484999999999993 0.10045500000000002 -0.27337499999999998 -0.087614999999999985
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 -7 -8 -10 -9 12 15 16 -14 -12 -13
right_child=-2 -3 -4 -5 -6 7 8 10 9 -11 11 13 14 -15 -16 -17 -18
leaf_value=-0.00091529049390442314 -0.00095852274303683655 0.00075143628953996359 -0.00084456321446093002 -0.00068275623378922091 -0.00071887388696618515 0.0010502629948534042 0.00066038987330467006 -0.00040408782463234556 -0.0004675142543947598 0.0003372385609866333 0.00037890085617341005 4.8871710853754671e-05 -0.00034436043378784439 0.00046617206309742057 0.00044250657207247767 0.0010833275193156983 -0.00055870369448167586
leaf_weight=0.0010648669547420383 0.0010139248227604971 0.0010723609858012987 0.0010420795816334883 0.0010208865177878728 0.0010343118940654419 0.0010014792105475243 0.0010142612853861017 0.0010311884789996487 0.00174868543039766 0.0013211914645969713 0.0010004799072541523 0.00111493339801471 0.0010179182927458896 0.0011164154806412052 0.0015440404182132106 0.0017274361663907906 0.001263785369281237
leaf_count=376 126 49 570 323 108 184 292 103 554 186 114 122 48 197 80 83 395
internal_value=0 4.44705e-05 4.70321e-06 5.38104e-05 9.80402e-05 0.000150959 -0.000131449 0.00028538 7.29234e-05 -0.000121171 0.000207345 0.000279115 0.000488325 -3.75239e-05 0.000129868 0.000824975 -0.000273926
internal_weight=0 0.0201363 0.019064 0.0180219 0.017001 0.0159667 0.00514901 0.0108177 0.00408414 0.00306988 0.0098162 0.00878501 0.00528987 0.00349513 0.00256196 0.00272792 0.00237872
internal_count=3910 3784 3735 3165 2842 2734 1408 1326 1032 740 1142 1039 325 714 128 197 517
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=12
num_cat=0
split_feature=4 0 16 16 157 160 4 2 2 16 2
split_gain=4.17073e-05 5.28381e-05 0.000119894 0.00010137 8.20499e-05 0.000143907 6.91921e-05 7.85137e-05 7.83191e-05 7.92701e-05 4.92977e-05
threshold=-0.49837999999999999 -0.017269999999999997 -0.008069999999999999 0.31524000000000002 -0.077044999999999988 -1.0000000180025095e-35 0.27020000000000005 0.113945 0.092175000000000021 -0.15168999999999996 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 9 -7 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.0031665035465417708 0.0044434174332192633 -0.0012472712480398316 0.0059037361682281473 -0.0052693154530938317 -0.0056099650952316678 0.0031999154023768001 0.0039731876215862369 -0.0046477631826716253 0.0038287918141258516 -0.005579076755813781 -0.00035799304086495413
leaf_weight=0.0011881024910886098 0.0012586559304694099 0.0014221635676588537 0.001452197445386388 0.001128958245966938 0.0013425498247174239 0.0010064584179691012 0.0015026722872928059 0.0010214823101216217 0.001624051383534629 0.0010104853241547562 0.001227378663563085
leaf_count=176 365 123 161 277 748 77 259 140 381 560 643
internal_value=0 0.000249793 0.00236559 -0.000296979 0.000264729 -0.000337387 0.000620161 -0.000235293 0.000690532 -0.000880426 -0.00271552
internal_weight=0 0.0139971 0.00287436 0.0111227 0.00999373 0.00873508 0.00739253 0.00588986 0.00486837 0.00324432 0.00223786
internal_count=3910 3734 284 3450 3173 2808 2060 1801 1661 1280 1203
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=17
num_cat=0
split_feature=38 124 124 133 484 48 15 2 160 48 16 0 12 15 43 3
split_gain=0.00023843 0.000211584 0.000237251 0.000244324 0.000235122 0.000185022 0.000171161 0.00028086 0.000277293 0.000221266 0.000205598 0.000185061 0.000153935 0.000156993 0.00012575 8.23369e-05
threshold=0.083695000000000006 -0.048219999999999992 0.10385500000000002 0.093845000000000026 -0.0043499999999999988 0.12675000000000003 1.0000000180025095e-35 0.10184000000000001 0.087825000000000014 0.016865000000000002 -0.083564999999999987 -0.13027499999999997 0.085185000000000025 -0.11739999999999999 -0.079109999999999986 0.11265500000000002
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 8 11 15 -8 -6 -13 -14 -15 -9
right_child=-2 2 -4 -5 5 -7 10 9 -10 -11 -12 12 13 14 -16 -17
leaf_value=0.00065125173755459828 -0.00088456104279059362 -0.00081164853900727891 0.00083695390390548245 -0.00094504050971815545 0.0008375880981037518 -0.00071174316151043071 6.9599425383158056e-05 0.0006534984960246187 -0.00080832948480760508 0.0013103359775994208 -0.00095393624595104811 -0.00044804010678404832 -0.000352895079707716 6.3535090986306791e-07 0.00084555247454420142 -7.2033741897781185e-05
leaf_weight=0.0017217782642457219 0.00101796354576869 0.0011915009237493902 0.001024298191256076 0.0010431225539803508 0.0011373984614149119 0.0010350934391234476 0.0018551140701026786 0.0011108534094479722 0.0011936221717487872 0.0011477968542014279 0.0010487659207286957 0.0016675104010820795 0.0010862290699569527 0.0010380942652643815 0.0014294317661975369 0.0010283220599238835
leaf_count=279 89 497 49 623 79 80 441 273 104 105 511 240 77 203 184 76
internal_value=0 3.24029e-05 -2.66707e-05 -7.86672e-05 -2.20768e-05 4.15827e-05 9.83211e-05 0.000205049 8.83363e-06 0.000655882 -0.000300061 0.000162228 1.5108e-05 0.000232429 0.000490094 0.000304728
internal_weight=0 0.0197589 0.0180372 0.0170129 0.0159697 0.0147782 0.0137431 0.0108393 0.00755229 0.00328697 0.00290388 0.00635866 0.00522127 0.00355376 0.00246753 0.00213918
internal_count=3910 3821 3542 3493 2870 2373 2293 1341 887 454 952 783 704 464 387 349
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=12
num_cat=0
split_feature=1 4 4 3 2 1 12 15 151 1 16
split_gain=4.41416e-05 9.99229e-05 0.000100917 7.78432e-05 5.41237e-05 4.91475e-05 0.000101581 0.000170343 8.06504e-05 9.58484e-05 0.000196443
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 -0.084129999999999996 0.12918000000000002 0.11097000000000001 0.10333000000000002 -0.033649999999999992 -0.077449999999999977 0.095575000000000007 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 7 -7 -2 -10 -11
right_child=4 3 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.0024573748477287405 0.0049387623997580142 -0.0065906715001784917 0.0038464866496907119 -0.0012135375093896088 0.0035861225312933363 -0.0058191004329622474 0.002644157216066108 0.0022446071671977435 -0.0029829035863409331 -0.0025320701778644024 0.0068206397307903517
leaf_weight=0.0010861191464829924 0.0010865038002721992 0.0010222841106706385 0.0014106673979346058 0.001789106537311493 0.0012761176170954869 0.0016923130653653745 0.0011921159231898515 0.0010113223576195818 0.0014511380397757827 0.0010776678563987167 0.001093089043223628
leaf_count=75 191 878 91 1156 271 274 77 60 487 89 261
internal_value=0 -0.00115889 0.00110426 -0.00316878 0.000598663 0.000155581 -0.001136 -0.00280279 0.00122424 0.000109951 0.00217751
internal_weight=0 0.00530818 0.00249679 0.00281139 0.00988027 0.00860415 0.00389575 0.00270364 0.0047084 0.00362189 0.00217076
internal_count=3910 2200 166 2034 1710 1439 411 334 1028 837 350
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=17
num_cat=0
split_feature=14 133 3 48 50 0 3 49 15 42 12 1 0 2 52 15
split_gain=0.000386608 0.000195872 0.0001767 0.000227085 0.000266989 0.000176444 0.000151141 0.000180628 0.000322433 0.000113002 0.00016618 0.000348638 0.000229375 0.000124378 0.000142423 8.29303e-05
threshold=0.077685000000000018 0.10599500000000002 0.16699000000000003 0.12649500000000002 0.086465000000000014 -0.13027499999999997 0.076695000000000013 -0.069934999999999983 -0.095799999999999982 -0.10770999999999999 0.10333000000000002 0.10982000000000001 -0.074249999999999997 0.10113500000000002 -0.031409999999999993 -0.089594999999999994
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 -7 11 12 15 14 -14 -11
right_child=-2 -3 -4 -5 -6 9 7 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.001028943049538213 -0.0010970814963402278 -0.0007029037717373504 0.00071624012920681326 -0.00079907334511750518 -0.00077091162336031713 -0.00049557713479349232 -0.00036983301671912692 -5.5061139758801042e-05 0.0012673039914813354 6.4920968927412244e-05 0.0006904145495044003 -0.00097634766103426511 0.00017684918648835235 -5.9046190454493692e-05 0.0010080539996951037 -0.00059379276878235277
leaf_weight=0.001114381199024842 0.0010285949982042067 0.0010902702260637094 0.0013575429886628727 0.0010028203283062856 0.0010998298386658912 0.001224884229477593 0.0010400644183761187 0.0013650601156314224 0.0010867505420719681 0.0011899777178790813 0.0012971906514926699 0.0010567125377848059 0.0012331523312377191 0.0012396905024468774 0.001498292816714434 0.0013260157592286698
leaf_count=149 126 542 178 90 507 155 44 51 55 245 180 231 128 208 65 956
internal_value=0 4.28044e-05 8.76427e-05 3.67719e-05 8.99169e-05 0.000154445 0.000448101 0.000262733 0.000531069 2.00652e-05 9.15051e-05 -1.14795e-05 0.000145691 0.000416819 0.000632794 -0.000282244
internal_weight=0 0.0192226 0.0181324 0.0167748 0.015772 0.0146722 0.00460626 0.00349188 0.00245181 0.0100659 0.00884103 0.00754384 0.00648713 0.00397114 0.00273145 0.00251599
internal_count=3910 3784 3242 3064 2974 2467 299 150 106 2168 2013 1833 1602 401 193 1201
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=12
num_cat=0
split_feature=158 50 156 12 133 13 15 49 1 12 0
split_gain=4.01114e-05 6.89594e-05 7.9801e-05 8.41013e-05 0.000119176 0.000118005 9.12643e-05 0.000157603 0.000173809 0.000130721 0.000195782
threshold=0.084965000000000027 0.086465000000000014 0.088855000000000003 -0.036459999999999992 0.086975000000000011 0.23436000000000004 -0.07142999999999998 -0.052649999999999995 0.076710000000000014 0.092365000000000017 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 -9 10 -5
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0023534361168441901 -0.0031426401297189131 -0.0036036021650464154 -0.0036958298594476314 -0.002391073752370508 -0.0037526934212355452 0.0073054337839949532 -0.002367982214196439 0.001097671116686222 0.0084985706963895524 -0.0053440648870095369 0.0063108036979672311
leaf_weight=0.0017545086639429277 0.0010028734500202871 0.0011434916605732324 0.0010685168816592537 0.0015450154947602712 0.0010241440405181256 0.0010009249089754238 0.0010778293109285956 0.0016820202528680639 0.0016384973490018509 0.0010274076039469538 0.0012026828998189169
leaf_count=330 423 692 357 74 543 58 109 656 292 133 243
internal_value=0 0.000204309 0.000538702 0.00091724 0.00147991 0.00206403 0.00142217 0.00300543 0.00474962 -0.000422474 0.00141779
internal_weight=0 0.014165 0.0130215 0.011953 0.0101985 0.00917438 0.00817345 0.00439835 0.00332052 0.00377511 0.0027477
internal_count=3910 3487 2795 2438 2108 1565 1507 1057 948 450 317
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=17
num_cat=0
split_feature=14 38 124 3 48 50 0 4 3 3 12 1 43 43 4 47
split_gain=0.000289719 0.000187072 0.000303245 0.000232054 0.000199692 0.000252661 0.000185532 0.000243645 9.34603e-05 0.000127292 0.000317605 0.000174014 0.000224354 0.000141639 0.000105281 8.34282e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.048219999999999992 0.16699000000000003 0.12649500000000002 0.082310000000000008 -0.18087499999999998 0.0057500000000000008 0.11476000000000001 -0.074234999999999982 1.0000000180025095e-35 0.076710000000000014 -0.075819999999999985 -0.089949999999999988 -0.060264999999999992 0.092255000000000018
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 11 15 13 -13 -8 -15 -11
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 10 -12 12 -14 14 -16 -17
leaf_value=0.00078208535386349088 -0.00092203893643378991 -0.00072398336953052704 -0.00021339670112811808 0.00072250001188500464 -0.00075016969710635167 -0.00083491777319182048 -0.00072471380190011249 0.00084779429914315721 0.00046061816749466407 -0.00033133304038866264 -0.00122303053310088 -0.00016060781029879773 0.00084484118744191359 0.00036883793030510645 -0.00040628337101401255 0.00037473554808884965
leaf_weight=0.0017976273846378411 0.0010967047515506026 0.0010160315188492133 0.0011195972170128235 0.0013504357719626428 0.001264854933058438 0.0011033838683108576 0.0012191439143023194 0.0019403664940016441 0.0010770734710936472 0.0011955312336744154 0.001034581491284034 0.0013738019893441561 0.0015497241213234952 0.0013404939477350344 0.0010069085701147652 0.0010156350176731572
leaf_count=269 126 91 52 139 104 635 322 91 33 188 330 198 246 641 413 32
internal_value=0 3.37033e-05 7.34077e-05 9.8995e-07 -5.90031e-05 -6.28948e-07 6.57266e-05 0.00045952 -4.57137e-05 -0.000101729 -0.000394624 4.47502e-05 0.000372368 -0.000223801 3.63529e-05 -7.02093e-06
internal_weight=0 0.0204052 0.0193892 0.0175915 0.0162411 0.0149762 0.0138729 0.00305996 0.0108129 0.00973582 0.00324575 0.00649007 0.00292353 0.00356655 0.0023474 0.00221117
internal_count=3910 3784 3693 3424 3285 3181 2546 143 2403 2370 550 1820 444 1376 1054 220
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=17
num_cat=0
split_feature=124 14 4 123 48 0 51 4 15 3 132 52 52 49 1 1
split_gain=0.000255436 0.000196791 0.00020295 0.000158892 0.000211807 0.000170752 0.00022203 0.000293025 0.000218638 0.000189774 0.000172213 0.000173274 0.000175975 0.000205423 0.000227258 0.000129327
threshold=0.10385500000000002 0.077685000000000018 -0.49837999999999999 1.0000000180025095e-35 0.12649500000000002 -0.23029999999999998 0.090935000000000016 0.41315500000000005 -0.095799999999999982 0.11476000000000001 0.079995000000000011 0.092885000000000009 0.0033900000000000002 -0.081629999999999994 0.095155000000000017 0.11215000000000001
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 8 7 9 -4 10 11 12 13 -7 -15 -16
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.00072935801619788358 0.00090962333870733792 -0.00086854194064552449 -0.00010588726215198725 0.00066957118098809223 -0.0007993535869489218 0.00041511782510519435 -0.00088977383645225366 0.0010159428069307574 0.0011066474984340422 0.00058948412779535506 0.00052798112926143463 -0.0010130663111998573 0.00054297220724116029 -0.0010032650311054777 0.00038519292695295062 -0.00052169113171282176
leaf_weight=0.0013478457500239001 0.0010635134912041757 0.0010471009355055702 0.0010231225394026211 0.0013852031430155063 0.001161900282013629 0.0011611527134928919 0.0010290622011073667 0.0010381988753347436 0.0011872082710340228 0.0014383127979050872 0.0011485582426049856 0.0010074782316029859 0.0011037348845810771 0.0018444711384448496 0.0010847525354844567 0.0012515284359881917
leaf_count=174 49 126 49 279 107 85 290 161 63 69 224 489 530 1018 122 75
internal_value=0 -5.81425e-05 -1.15498e-05 4.58183e-05 -9.99913e-06 5.40586e-05 -3.56396e-05 4.37016e-05 0.000545387 -5.68343e-05 -0.000164907 -0.000271684 -0.000155803 -0.000300183 -0.000498849 -0.000100618
internal_weight=0 0.0192596 0.0182125 0.0168647 0.0154795 0.0143176 0.0121073 0.0110782 0.00221033 0.01004 0.00860168 0.00745312 0.00644564 0.0053419 0.00418075 0.00233628
internal_count=3910 3861 3735 3561 3282 3175 3063 2773 112 2612 2543 2319 1830 1300 1215 197
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=11
num_cat=0
split_feature=15 15 151 13 16 48 4 43 0 3
split_gain=4.91533e-05 9.64716e-05 9.02408e-05 7.50283e-05 9.26281e-05 0.000124027 0.000141372 0.000119786 5.95651e-05 5.88715e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.086769999999999986 -0.10939499999999998 -0.30307999999999996 0.09227500000000001 0.044585000000000007 -0.083899999999999988 -0.0046249999999999989 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 7 -6 -4 -9
right_child=1 2 3 4 5 -7 -8 9 -10 -11
leaf_value=0.0024772207213610586 -0.0046010844768447868 0.0047641860907394196 0.0050873658143223604 -0.0053686300486809431 0.0004656775735800101 0.0044842193470513046 0.0025129393517363935 -0.008115176134618261 -0.00041868424381564043 -0.0031400364575898268
leaf_weight=0.0018837806074940297 0.0013208774277282511 0.0010301279675519756 0.0011074352875400928 0.0011548459281182323 0.0018103242128143602 0.0012124661770820562 0.0019049063735429791 0.00103057576222545 0.0010337533058546429 0.0017400446895699069
leaf_count=317 297 248 182 186 519 189 245 1483 40 204
internal_value=0 -0.000369325 9.55294e-05 -0.000341906 -0.00101208 -0.000358546 -0.00126385 -0.00283437 0.00242908 -0.00499062
internal_weight=0 0.0133454 0.0120245 0.0109944 0.00885316 0.00769832 0.00648585 0.00458094 0.00214119 0.00277062
internal_count=3910 3593 3296 3048 2826 2640 2451 2206 222 1687
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=13
num_cat=0
split_feature=52 376 43 4 3 47 1 48 0 0 3 3
split_gain=4.82645e-05 7.26694e-05 5.40272e-05 0.000101457 9.6314e-05 7.70388e-05 9.84293e-05 0.000101384 9.67263e-05 0.000137331 7.59822e-05 4.91216e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 -0.084129999999999996 0.09252500000000001 0.076710000000000014 0.085875000000000021 -0.19631499999999999 -0.13506999999999997 -0.13927999999999999 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 6 -5 8 -8 -10 -2 -11
right_child=1 -3 3 5 -6 -7 7 -9 9 11 -12 -13
leaf_value=-0.0036477953624625675 0.0031536343025635612 0.0048355117022321481 -0.0057774284031690609 -0.0039577843001045929 0.0063508567573509487 -0.0042630331279608219 0.0082887710741462537 -0.002020597796920545 -0.0036729846639902614 0.0016762779011927854 -0.0040523111682002995 0.0074499844922051766
leaf_weight=0.0011669527386702983 0.0010172418465703159 0.0011145118068361095 0.0012316649601368411 0.0012967299378676316 0.0011290245573368357 0.001284174213850223 0.0010096034809533583 0.0017728179932732513 0.0010826005152139162 0.0010336795016990699 0.0010029034303753659 0.0010010454240011765
leaf_count=425 122 130 133 1187 296 220 103 148 102 304 429 311
internal_value=0 0.000284866 -0.000109471 -0.000795089 0.00200504 -7.14925e-05 0.000676466 0.00169505 0.00329119 0.00167263 -0.000423766 0.00451683
internal_weight=0 0.013976 0.0128615 0.00971232 0.00314917 0.00848065 0.00719648 0.00589975 0.00412693 0.00311733 0.00202015 0.00203472
internal_count=3910 3485 3355 2508 847 2375 2155 968 820 717 551 615
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=16
num_cat=0
split_feature=14 1 0 52 52 157 14 15 47 0 48 15 16 2 43
split_gain=0.000347894 0.000116832 0.000164577 0.000121037 0.000254214 0.000205251 0.000319668 0.000353005 0.000180757 0.00022096 0.000316109 0.000108792 0.000158988 8.39749e-05 4.67738e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 -0.37613999999999997 -0.11051499999999999 -0.07686999999999998 -0.13131999999999996 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 0.086285000000000014 0.024640000000000006 0.20277000000000003 0.087995000000000004 -0.083254999999999982
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 -8 9 10 13 12 14 -9 -4
right_child=-2 3 11 4 5 6 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00077877057529171956 -0.0010443259638207264 -0.00044953316806897639 -0.00078726492672969101 0.0010678027830796604 0.00087675051649824351 -0.00083593763836503068 0.0011255131057231679 0.00049705356886761156 -0.00049093278030440477 -0.00043776589051426715 -0.00021456383805208386 0.00046745299722208679 0.00025383630260110808 0.0011754751587863699 -0.00023424809891294795
leaf_weight=0.0011556787467851132 0.0010154919383497931 0.0010391818554909013 0.0010053560044333606 0.0010022703052808739 0.0010423975421161311 0.0012197976662407456 0.0010754491094598657 0.0012983479693416443 0.0017647641559978416 0.0014297418465863696 0.0016757729689087508 0.0011538027096076593 0.0016032298390262767 0.0011110144549872428 0.0010020964897282498
leaf_count=468 126 189 235 152 138 94 213 76 183 538 104 851 218 106 219
internal_value=0 4.45302e-05 -0.000165523 0.000142767 0.000195738 0.000113416 3.03129e-05 0.000156781 1.36662e-05 0.000175138 0.000389646 -1.67729e-05 -0.000171509 0.00080989 -0.000511205
internal_weight=0 0.0185789 0.00592016 0.0126587 0.0116196 0.0106173 0.00957489 0.00835509 0.00727964 0.00551488 0.00408514 0.00476449 0.00361068 0.00240936 0.00200745
internal_count=3910 3784 1991 1793 1604 1452 1314 1220 1007 824 286 1523 672 182 454
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=17
num_cat=0
split_feature=14 124 133 4 14 13 47 0 51 16 1 1 16 16 12 4
split_gain=0.000334874 0.000221534 0.000266571 0.000150255 0.000223682 0.000224798 0.000213656 0.000184941 0.000270058 0.000242788 0.000207511 0.000172307 0.000167328 0.000215648 0.000109224 9.61325e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.50657000000000008 -0.13131999999999996 -0.26418499999999995 0.11896000000000002 -0.10575999999999998 0.085845000000000019 -0.27337499999999998 0.11215000000000001 0.089825000000000002 0.24895000000000003 -0.055679999999999993 0.084100000000000022 -0.060264999999999992
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 -7 12 -11 13 14 -9 -15
right_child=-2 -3 -4 -5 5 6 -8 10 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.00072526710106975286 -0.00091774252776840389 0.00078925956537645393 -0.00081573097318920595 0.00066014551346626517 0.00071698329832681402 8.0908652346211614e-05 -0.00072569732942822231 0.00059854551562309654 -0.00031085292135920142 0.00041193528161044128 -0.00079750558492236293 0.0013511149399271912 0.00054839640518645344 -0.00016094253585736908 -0.00012138895423734962 -0.00075988237659979955
leaf_weight=0.0010451068834440571 0.0010348032120780495 0.0010075865186453597 0.001020635123296444 0.0010133355403056611 0.001281580771748384 0.001899191750229387 0.0010155016188838619 0.0011671522728380879 0.0014958859232832751 0.0010329186193054141 0.0010272807973944901 0.0010711832029943469 0.0012025675216310351 0.001635142783507253 0.0011036855564138465 0.0012908604348056524
leaf_count=79 126 49 570 194 117 171 103 118 66 58 151 78 300 292 872 566
internal_value=0 4.02803e-05 -9.53419e-07 4.71672e-05 8.9848e-06 5.93937e-05 -1.05622e-06 5.58741e-05 0.000283942 0.000506195 -0.000113001 0.000890065 -3.11965e-06 -0.000130742 0.000248639 -0.000425176
internal_weight=0 0.0193096 0.018302 0.0172814 0.0162681 0.015223 0.0139414 0.0129259 0.00549918 0.00400329 0.00742669 0.0021041 0.00639941 0.00519684 0.00227084 0.002926
internal_count=3910 3784 3735 3165 2971 2892 2775 2672 373 307 2299 136 2148 1848 990 858
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=15
num_cat=0
split_feature=14 52 157 14 15 13 16 0 160 4 47 1 151 48
split_gain=0.000294929 0.000127057 0.000150251 0.000129359 0.000299585 0.00013898 0.000144365 0.000274616 0.00018006 0.000191153 0.000144082 0.000224656 0.000247079 0.000196093
threshold=0.077685000000000018 -0.40083499999999994 -0.073574999999999988 -0.13131999999999996 -0.15202999999999997 -0.45122499999999993 0.22945500000000005 0.15480500000000005 -1.0000000180025095e-35 -0.078094999999999984 0.09252500000000001 0.094385000000000011 -0.0074049999999999993 0.085875000000000021
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 -7 -10 11 12 -11 -13
right_child=-2 2 3 4 5 6 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.00056027851594235762 -0.00092983954755557761 0.00056436554725366778 -0.00048904615127391064 0.00096052556898410348 0.00059949596490063803 -0.00072712034226537397 0.00041310010787255471 -0.0010136196699462423 0.0005285644674164606 0.00024365873403707619 -0.00063521259842720028 0.00087808727871964973 -0.00079450444654643126 -0.00011272215813112993
leaf_weight=0.0010447918325760521 0.0010389464595378364 0.0017944931196392641 0.0014209027426339135 0.0011071601963365913 0.0011202055218901838 0.0010707708091442182 0.0017942859991318038 0.0010077902380534612 0.0019867006832189329 0.0013572088024180265 0.0012775637515385786 0.0013463010832295494 0.001547406983553574 0.0011840964449493542
leaf_count=389 126 389 120 266 39 616 136 52 764 120 102 169 504 118
internal_value=0 4.18251e-05 7.67447e-05 2.27983e-05 7.19406e-05 8.96838e-08 -5.33188e-05 -0.000130968 -3.99214e-05 4.4664e-05 -9.85545e-05 2.75933e-05 -0.000309413 0.000414439
internal_weight=0 0.0190597 0.0180149 0.0162204 0.0147995 0.0136923 0.0125721 0.0107778 0.00977005 0.00869928 0.00671258 0.00543501 0.00290462 0.0025304
internal_count=3910 3784 3395 3006 2886 2620 2581 2445 2393 1777 1013 911 624 287
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=12
num_cat=0
split_feature=4 39 3 39 133 15 1 49 1 3 3
split_gain=4.39041e-05 5.63569e-05 0.000116713 0.000105938 8.41552e-05 5.866e-05 0.000127964 7.41813e-05 0.000135383 9.12733e-05 5.4988e-05
threshold=0.27020000000000005 0.097470000000000015 0.13772500000000001 0.005105000000000001 1.0000000180025095e-35 0.079360000000000014 0.11215000000000001 -0.065249999999999989 0.095575000000000007 -0.115685 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -9 -2
right_child=10 -3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0032458563571059846 -0.0011764661721157083 -0.0049420132753883539 0.0049137566260875325 0.0046381777544788217 -0.0067464521411656243 -0.0050316084641919001 -0.00664240957610613 0.0046890019166805144 0.0087084824262156479 -0.0027439609017035141 0.0043603064685936365
leaf_weight=0.0011743795114654712 0.0012079643392187145 0.0010809434724323571 0.0015891387180669717 0.0011924993659105003 0.0011795568518978283 0.0011905141756568321 0.0010189260626294327 0.0011105014102977021 0.0010437091591277564 0.0016765633679149924 0.0018153002761845142
leaf_count=120 102 101 120 181 1195 856 104 81 183 497 370
internal_value=0 -0.000557616 -0.000133548 -0.000970219 -0.00176697 -0.00095284 -0.000146769 0.00117558 0.00253104 0.000217691 0.00214805
internal_weight=0 0.0122567 0.0111758 0.00958665 0.00839415 0.00721459 0.00602408 0.00500515 0.00383077 0.00278706 0.00302326
internal_count=3910 3438 3337 3217 3036 1841 985 881 761 578 472
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=13
num_cat=0
split_feature=484 52 15 11 4 43 0 2 133 0 52 13
split_gain=4.26805e-05 5.23826e-05 7.79577e-05 0.000108068 0.000128591 0.00019689 0.000102134 9.82968e-05 0.000146177 6.40238e-05 8.11575e-05 5.98452e-05
threshold=-0.0043499999999999988 0.17829500000000004 -0.24219999999999997 0.077330000000000024 -0.00072999999999999985 -0.074254999999999988 -0.230625 0.10910500000000002 0.084760000000000016 -0.032484999999999993 -0.082554999999999976 -0.034809999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 8 9 10 -4 -8
right_child=1 -3 3 -5 5 6 11 -9 -10 -11 -12 -13
leaf_value=-0.003423593235280643 0.0044190694105366701 -0.0035931822184333364 0.0013102184002797936 -0.0054157220092725319 0.0029372570843197044 0.00046622604904812475 -0.0031505039565506107 0.0069094225046708174 -0.0044520126036067253 -0.00020395387030690824 0.0081808320313765739 -0.0089818641896535403
leaf_weight=0.0010494618086014746 0.0014111244554897749 0.0010164402228167663 0.0010188805885146877 0.00100814319835034 0.0019722880075324217 0.0010202730669601756 0.0010142169499239156 0.0011815233558254579 0.0010563396926409228 0.0011981304077277582 0.0010910898921344344 0.0011518731494553304
leaf_count=612 279 364 185 199 194 68 209 216 547 110 737 190
internal_value=0 0.000235407 0.00053193 6.3617e-05 0.000579652 -0.00140976 -0.00410047 0.00243013 0.00121752 0.00302791 0.00486309 -0.00625148
internal_weight=0 0.0141403 0.0131239 0.0117128 0.0107046 0.00515865 0.00318636 0.00554596 0.00436444 0.0033081 0.00210997 0.00216609
internal_count=3910 3298 2934 2655 2456 661 467 1795 1579 1032 922 399
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 16 0 3 1
split_gain=3.87161e-05 5.66323e-05 9.5006e-05 7.34563e-05 7.25555e-05 0.000137752 0.000166117 0.000105311 0.000151968 0.000148717
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.077044999999999988 -0.055679999999999993 0.51388000000000011 -0.15007499999999999 -0.0086749999999999969 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -9 -6
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0028474172142141621 -0.0057763388189214651 0.0029929051443339655 0.0044129878487142726 -4.7008727698606988e-05 0.0020202333818625565 -0.0055940427498182141 0.0024595091387474661 0.00084596577236789735 0.0085468651625991675 -0.0056248350159311808
leaf_weight=0.001164462220927062 0.0012457477215425741 0.0016948191621051203 0.0011183373647427062 0.0011040556477807358 0.0018837314392373969 0.001932098158020713 0.0010254301373887401 0.0018214523550425803 0.0010604846898936543 0.0010291217807344251
leaf_count=176 882 164 180 1017 166 495 64 474 197 95
internal_value=0 0.000222442 -0.000161786 -0.00308441 0.000533973 3.83279e-05 -0.00280173 0.00148783 0.00367971 -0.000680797
internal_weight=0 0.0139153 0.0122205 0.0023498 0.00987066 0.00875232 0.00295753 0.00579479 0.00288194 0.00291285
internal_count=3910 3734 3570 1899 1671 1491 559 932 671 261
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=16
num_cat=0
split_feature=14 124 4 123 484 157 48 3 43 2 3 160 1 12 42
split_gain=0.000276102 9.59073e-05 0.000194373 0.000165514 0.000162843 0.000141717 0.000137402 0.000176167 0.000291776 0.000223047 0.000320592 0.000151017 0.000132145 0.0001282 0.000120611
threshold=0.077685000000000018 0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 -0.07453499999999999 0.11930500000000001 -0.10315499999999998 0.083940000000000015 0.10679500000000001 0.10666500000000002 0.087825000000000014 0.11026000000000001 0.094045000000000004 0.083725000000000008
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 -7 10 11 13 -11 14 -9
right_child=-2 -3 3 -5 5 6 -8 9 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.00067459059353809181 -0.0009171785670129 0.00057196609633988434 -0.00068427285249076807 0.00069043510898134618 0.00061284930031708245 0.00088622909130478674 -0.00062767762215138357 -6.2080052045658678e-05 -0.00032111305821884412 -0.0010443068424188268 0.00099106564756381264 -0.00072142366298888201 -0.00013354936161518179 -0.00049950182986112834 0.00067168227330794122
leaf_weight=0.0012725982384507442 0.0010482841981912369 0.0010441721877281962 0.0010392559615510109 0.0012625797087073764 0.0013667182586006741 0.0018024777416641583 0.0010532421118482254 0.0017342443620060218 0.0010333844486538624 0.001043708662798886 0.0010833742149657932 0.001010247715452911 0.0010473447030075467 0.001000651139218281 0.0012758741731346487
leaf_count=173 126 76 544 266 315 217 84 587 39 227 71 136 129 353 567
internal_value=0 3.90684e-05 6.38621e-06 6.13982e-05 6.58936e-06 5.99659e-05 -2.56315e-06 5.71212e-05 0.000446275 -7.75373e-05 9.73678e-05 -9.54634e-05 -0.000588136 6.22058e-05 0.000248934
internal_weight=0 0.0180699 0.0170257 0.0157531 0.0144905 0.0134513 0.0120845 0.0110313 0.00283586 0.00819544 0.00610439 0.00502102 0.00209105 0.00401077 0.00301012
internal_count=3910 3784 3708 3535 3269 2725 2410 2326 256 2070 1714 1643 356 1507 1154
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=13
num_cat=0
split_feature=47 47 4 47 3 39 2 16 52 4 2 3
split_gain=4.02552e-05 0.000134264 6.25663e-05 8.44148e-05 8.14505e-05 7.30934e-05 8.66864e-05 0.00011093 9.20444e-05 0.000197938 4.29718e-05 3.89577e-05
threshold=0.13206500000000002 0.10783500000000001 0.28937500000000005 0.086425000000000016 0.10666500000000002 0.005105000000000001 0.094010000000000024 -0.015314999999999997 0.0033900000000000002 -0.0031049999999999997 0.11230000000000001 -0.13309499999999996
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 -1 -6 -4
right_child=-2 -3 11 -5 10 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0072262543127659144 -0.0030221596709125 0.0054737522862331666 -0.00020278801830112637 -0.0048790051004236395 0.004743891271476449 0.002335599275930625 -0.0077327616732900941 -0.00080407139424433819 0.0037098582812849497 0.0017049091931169013 0.00027769299045401623 0.0039040792612555519
leaf_weight=0.0010442256544108031 0.0010415184142236198 0.0011203092719044927 0.0010410720453766231 0.0011235396519931927 0.0010378608359625785 0.0012882134180204688 0.0011459768550266102 0.0011781493512748845 0.0010310499970581227 0.0015496624088878379 0.0011326641136583798 0.001313095943064513
leaf_count=847 81 169 94 238 58 235 346 396 848 216 92 290
internal_value=0 0.000208842 -0.000248907 -0.00077128 -0.000280709 -0.00108865 -0.00183014 -0.00422046 -0.000297593 -0.00189052 0.00241326 0.00208792
internal_weight=0 0.0140058 0.0128855 0.0105313 0.0094078 0.00723728 0.00594906 0.00232413 0.00362494 0.00259389 0.00217052 0.00235417
internal_count=3910 3829 3660 3276 3038 2888 2653 742 1911 1063 150 384
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=12
num_cat=0
split_feature=484 1 150 2 42 160 42 49 48 2 13
split_gain=3.78823e-05 4.38639e-05 7.23164e-05 7.96874e-05 7.04706e-05 9.35823e-05 6.93178e-05 6.86869e-05 7.39767e-05 0.000103449 0.000106072
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 0.12663500000000003 -1.0000000180025095e-35 -0.082234999999999989 0.093125000000000013 -0.085174999999999987 0.08407000000000002 0.10393500000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 10 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.0037497575909826498 -0.0033637373766506979 0.0038312721001530006 -0.004880283461791912 -0.0050219790351462871 -0.0038129628762059039 -0.0014576139885044228 -0.0016517473034461814 0.0087884917397460811 0.0077211415817657015 -0.0028697029536138541 0.00094733127255236581
leaf_weight=0.0010245956220709127 0.0013627707739049489 0.0012622049175428198 0.0011621222467371782 0.0010063407264947486 0.0011543244984066033 0.0010703671646409901 0.0014573537689492478 0.001303247233905886 0.0016169649381807677 0.0010265443889113796 0.0015011581260224237
leaf_count=612 915 216 138 173 458 116 418 283 196 153 232
internal_value=0 0.000256575 -9.979e-05 0.000383338 0.000901753 0.00153844 0.00231295 0.00319937 0.00411435 0.00259199 0.00459123
internal_weight=0 0.0139234 0.0126612 0.0114991 0.0104927 0.00912996 0.00797564 0.00651828 0.00544791 0.00383095 0.00280441
internal_count=3910 3298 3082 2944 2771 1856 1398 980 864 668 515
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=18
num_cat=0
split_feature=14 1 0 132 15 16 0 2 13 52 2 1 4 15 2 12 4
split_gain=0.000337629 0.000187873 0.000235876 0.000203626 0.000185618 0.00026498 0.000197264 0.000179511 0.000274369 0.000216663 0.00023175 0.000189025 0.000160871 9.33517e-05 0.000143732 8.31578e-05 5.63846e-05
threshold=0.077685000000000018 1.0000000180025095e-35 -0.089879999999999974 0.079995000000000011 0.024640000000000006 0.0015250000000000001 0.18055000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.010284999999999997 0.10796500000000002 0.12958500000000003 0.0057500000000000008 -0.10192499999999999 -1.0000000180025095e-35 -0.0089849999999999982 0.40812500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -4 -7 11 15 12 -11 13 -10 -3 -15 -9 -12
right_child=-2 3 4 -5 -6 6 -8 8 9 10 16 -13 -14 14 -16 -17 -18
leaf_value=-0.00098688797546375804 -0.0010067221866123222 -0.00081414303729761555 -0.0010535347314405122 0.00097438899427443077 0.00057236240051750608 -0.00033080700191004918 0.00069728241759449221 0.00047945139724115749 -0.00073353599259983935 0.0010593146514306447 0.00032521176902585347 0.00039742399463090888 0.00016231180819871653 0.00025659005233199026 -0.00068971272038760437 0.0012273083387662467 -0.00030490625110038649
leaf_weight=0.0011867987368702846 0.0011567706464308261 0.0013088386059308902 0.0010786975592463012 0.0010134278184168359 0.0012648278762215645 0.0018268030069257543 0.001040446714199561 0.001051586812085151 0.001510033710425962 0.0011964687533838631 0.0010161811125346532 0.0014295555021950311 0.0013471739763198931 0.0012265318179367889 0.0010652220394035449 0.0010608971222056951 0.001001526597041516
leaf_count=463 126 88 329 163 850 322 19 170 236 86 37 95 51 123 559 122 71
internal_value=0 3.96238e-05 -0.000228614 0.000160241 -5.5911e-05 -0.000257297 4.22586e-05 9.78012e-05 0.000270015 6.64655e-05 0.000402137 -0.000182385 -0.000311144 -0.000412589 -0.000183258 0.000855028 1.2441e-05
internal_weight=0 0.020625 0.00639757 0.0142274 0.00521078 0.00394595 0.00286725 0.013214 0.00818387 0.00607138 0.00321418 0.00503015 0.00285721 0.00360059 0.00229175 0.00211248 0.00201771
internal_count=3910 3784 1983 1801 1520 670 341 1638 773 481 194 865 287 770 682 292 108
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=16
num_cat=0
split_feature=14 124 133 50 47 48 1 4 2 2 4 2 16 2 48
split_gain=0.000344094 0.000161191 0.000206054 0.000122416 0.000169112 0.000141355 0.000200625 0.000383448 0.000203724 0.000283185 0.000179456 0.000177558 0.000160512 0.000122676 7.20209e-05
threshold=0.077685000000000018 0.10385500000000002 0.10064500000000001 0.10424500000000002 0.117025 -0.064549999999999982 0.11235500000000002 0.24280000000000004 0.11230000000000001 0.10184000000000001 -0.0010999999999999996 0.084235000000000018 -0.094359999999999986 0.096540000000000015 0.08407000000000002
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 8 -8 9 10 11 -7 -12 14 -13
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 12 13 -14 -15 -16
leaf_value=0.00073299440596521039 -0.0010370694111588416 0.00076239928300932407 -0.00080451424703629711 -0.00056857172202325848 -0.00063346146515746733 0.000696075777047053 -0.00010467247834462014 0.0012958185360832676 -0.00066762807920307929 0.00076398257237944253 -0.00097719604625985364 -0.00070599045349155299 -8.2725468032113952e-05 0.0003641437054732776 -1.4884525399217988e-05
leaf_weight=0.0012753662829752812 0.0010568040123849201 0.0010157281879102599 0.0010108802093949021 0.0010112160432812689 0.0010182934238400767 0.0014062395191629571 0.0014481066039824264 0.0012380353314834229 0.0014511255583638397 0.0016773158969286134 0.0011427518596415463 0.0010449771506096136 0.001709497497595234 0.0012726830746455434 0.0010146197026739048
leaf_count=184 126 49 570 338 108 461 146 241 203 249 178 666 200 87 104
internal_value=0 4.6572e-05 5.54264e-06 5.45468e-05 9.46835e-05 0.00014519 8.92667e-05 0.00054081 -2.38862e-05 7.6906e-05 -7.49158e-05 0.000145498 -0.000441095 -8.68494e-05 -0.000365531
internal_weight=0 0.0187368 0.0177211 0.0167102 0.015699 0.0146807 0.0134054 0.00268614 0.0107192 0.00926808 0.00759077 0.00473852 0.00285225 0.00333228 0.0020596
internal_count=3910 3784 3735 3165 2827 2719 2535 387 2148 1945 1696 1318 378 857 770
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=12
num_cat=0
split_feature=2 0 40 160 12 16 52 0 3 1 3
split_gain=4.90029e-05 9.4749e-05 9.37185e-05 0.000121566 8.76659e-05 9.74988e-05 0.000119373 8.54687e-05 0.000200815 6.53936e-05 5.04695e-05
threshold=0.10910500000000002 0.12346000000000001 -1.0000000180025095e-35 0.087825000000000014 0.080120000000000011 -0.17157499999999998 -0.064794999999999978 -0.13506999999999997 0.11818000000000002 0.095155000000000017 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -6 -7 8 -2 -4 -9
right_child=7 -3 3 -5 5 6 -8 10 -10 -11 -12
leaf_value=-0.0048696456197943683 0.0052753924986220068 -0.0048019259433753504 0.0015011122835930034 -0.0046345423033751811 0.003023324125713398 0.0014337411877894969 -0.0063650293106352462 0.001426308661139977 -0.0048735543098578924 0.0069724493781477704 0.0069847222923076777
leaf_weight=0.0010704076701402556 0.0010209381626766997 0.0014629996615147635 0.001477064956412537 0.0011468064513005683 0.0017984784610420514 0.0012351342939127701 0.0011724292493707333 0.0010008904091281419 0.0014405049984261842 0.0012243708623249604 0.0010015391578516134
leaf_count=240 91 108 204 304 130 361 1656 381 118 128 189
internal_value=0 -0.000666136 -3.02751e-06 0.000643742 0.00152006 -6.04607e-05 -0.00236408 0.00152077 -0.000664053 0.00398088 0.00420642
internal_weight=0 0.0105877 0.00912469 0.00805428 0.00690748 0.00420604 0.00240756 0.00446387 0.00246144 0.00270144 0.00200243
internal_count=3910 3131 3023 2783 2479 2147 2017 779 209 332 570
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=12
num_cat=0
split_feature=52 52 2 376 48 1 2 3 4 15 4
split_gain=4.88366e-05 7.00661e-05 0.000116815 5.52776e-05 8.60544e-05 9.36352e-05 0.000127974 0.000140829 9.86778e-05 0.000134935 5.65216e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.048375000000000008 -0.064549999999999982 0.11235500000000002 0.11230000000000001 0.096385000000000012 -0.078094999999999984 -0.10071499999999999 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 -10 -7
right_child=1 3 -4 -5 5 10 -8 -9 9 -11 -12
leaf_value=-0.0035884690671452177 -0.00025003596498421863 0.0042423127650306524 0.0073975766945048333 0.0035853080348169338 0.00055261685890151699 -0.0020726990598501408 -0.0082884205294362981 0.0044037963359878059 -0.00064485864007443833 -0.0093341909753086524 0.0033024497247480552
leaf_weight=0.0011702739225518425 0.0016105118172450679 0.0010162915903690227 0.0011256123412066062 0.0010647215356517107 0.0015714340395722418 0.0010074227580544413 0.0010853637511661846 0.001089484655781181 0.0011005434462791992 0.001284995669947863 0.0018236659570477036
leaf_count=425 347 142 199 112 866 139 172 56 238 960 254
internal_value=0 0.000286908 0.00289611 -0.00035952 -0.000780409 -0.00134993 -0.00261485 -0.00139461 -0.0029911 -0.00532546 0.00138974
internal_weight=0 0.01378 0.00273612 0.0110439 0.0099792 0.00896291 0.00613182 0.00504646 0.00395697 0.00238554 0.00283109
internal_count=3910 3485 546 2939 2827 2685 2292 2120 2064 1198 393
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=12
num_cat=0
split_feature=47 47 47 2 4 150 16 43 16 2 3
split_gain=4.43147e-05 0.000103172 5.45998e-05 6.60213e-05 7.39357e-05 0.00013487 9.99246e-05 0.000165577 0.000175604 0.000148003 4.64955e-05
threshold=0.13206500000000002 0.10783500000000001 0.086425000000000016 0.11462500000000002 0.0057500000000000008 0.11456000000000001 0.20277000000000003 -0.090634999999999979 -0.008069999999999999 0.086465000000000014 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 7 -1 9 -9 -6
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.010544470498748855 -0.0041070180706470477 0.0062780043916436327 -0.0041305583472754171 0.0036566682633577246 0.001926050074921252 -0.0037488024744712039 0.0029127413083250304 0.0014671835212888725 0.0052252949473382462 -0.0089747854021015837 0.0077968045736781658
leaf_weight=0.0010374784254701674 0.0010370943164146875 0.0011126882742908467 0.0013527946178907334 0.0019563026131950252 0.0011498906178908095 0.001169973486158403 0.0014049329951824011 0.0010019902177103915 0.0011809076926233798 0.0013277919418540247 0.0011206425150395698
leaf_count=377 81 169 247 496 335 73 257 722 452 560 141
internal_value=0 0.000289097 -0.000235499 0.000228752 -0.000485142 0.00190849 -0.00186851 -0.00334544 -0.00121798 -0.00448391 0.00482361
internal_weight=0 0.0138154 0.0127027 0.0113499 0.00939361 0.00344051 0.0059531 0.00454817 0.00351069 0.00232978 0.00227053
internal_count=3910 3829 3660 3413 2917 549 2368 2111 1734 1282 476
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=15
num_cat=0
split_feature=14 52 1 52 14 15 47 0 48 0 15 52 2 49
split_gain=0.000325673 0.000154424 0.000145107 0.000176842 0.000168714 0.000220988 0.000258847 0.00017711 0.000221145 0.000161225 0.000126229 0.00014421 0.000132762 9.02429e-05
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 -0.15154999999999999 -0.13131999999999996 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 0.086285000000000014 -0.089879999999999974 0.024640000000000006 0.10433000000000002 0.098535000000000025 -0.067929999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 -6 7 8 13 -3 11 12 -11 -7
right_child=-2 2 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00063778726301325095 -0.0010406101022080345 -0.00079117761080629086 0.00091419494730971733 -0.00046141796261025224 0.0010345214728518944 0.00036439277825544897 -0.00049780212774899421 -0.00019854636776107373 -5.1083488061531238e-05 -8.1033929286538814e-06 0.00053056735815010041 0.00037389210554234533 -0.00093295629541814066 0.0010496334510118985
leaf_weight=0.0010765563968378735 0.0010036541636144333 0.0011181036336464873 0.0010751713243475495 0.0014342596276703647 0.0010116967592170784 0.0010256372041108908 0.0018057458651334832 0.0017682938329312428 0.0016276750431676312 0.0010655171736039951 0.0011174489675991554 0.0010330474193808387 0.0010541041720932842 0.0018211616407266635
leaf_count=389 126 457 104 134 214 59 193 638 109 280 849 109 91 158
internal_value=0 4.07955e-05 8.38747e-05 0.000200515 0.000127398 0.00022061 0.000118301 0.000296511 0.000492156 -0.000166577 -3.02971e-06 -0.000192161 -0.00046804 0.000802757
internal_weight=0 0.0180344 0.0169579 0.0115696 0.0104945 0.00906021 0.00804851 0.00624277 0.00447447 0.00538822 0.00427012 0.00315267 0.00211962 0.0028468
internal_count=3910 3784 3395 1609 1505 1371 1157 964 326 1786 1329 480 371 217
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=16
num_cat=0
split_feature=14 124 4 123 48 12 131 12 2 15 3 2 2 52 2
split_gain=0.000289221 0.000135937 0.000141495 0.000135567 0.000138306 0.000127108 0.00013387 0.000115035 0.00019347 0.000176205 0.00039822 0.000225716 0.000126553 0.000150003 8.32457e-05
threshold=0.073890000000000011 0.10143000000000002 -0.49837999999999999 1.0000000180025095e-35 0.12649500000000002 -0.0089849999999999982 0.08844500000000001 0.10058500000000002 0.11542500000000001 -0.095799999999999982 0.10223 0.094010000000000024 0.088895000000000016 -1.0000000180025095e-35 0.099675000000000014
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 9 14 11 12 13 -11 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00055992423653566546 -0.00089558876748472031 0.00066258699980329511 -0.00049010247916972058 0.00059263565399498219 -0.00060364618380908937 -0.0005486187554996398 -0.00049948004818683544 -0.00025214285410687459 0.00086366055476959575 -0.00036468301652389096 0.0012985110648902241 -0.00050891490580736983 0.00082913905012197266 0.00056585837732935193 9.7213302782779649e-05
leaf_weight=0.0012440916096002818 0.0010556049266166453 0.0010106160183808366 0.0012001981504611977 0.0012820310063280859 0.0010596696686963536 0.0013254409190251058 0.0010190864841676242 0.001728129005555302 0.0012867444638012754 0.0010671532282277461 0.0010064772449124848 0.0013493170760453602 0.0010687941405140011 0.0010339906521950031 0.0011131736300095743
leaf_count=174 135 55 202 275 107 203 443 420 157 336 69 267 310 703 54
internal_value=0 4.24202e-05 5.07872e-06 5.03108e-05 1.54735e-06 5.01366e-05 0.000104177 0.000160208 0.000237237 0.00013603 0.000308074 8.74947e-05 0.000341363 9.32443e-05 -0.000253811
internal_weight=0 0.0177949 0.0167843 0.0155402 0.0142582 0.0131985 0.0119983 0.0109792 0.00925109 0.00796435 0.00552573 0.00451926 0.00316994 0.00210114 0.00243861
internal_count=3910 3775 3720 3546 3271 3164 2962 2519 2099 1942 1685 1616 1349 1039 257
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=10
num_cat=0
split_feature=150 151 151 4 15 47 13 42 1
split_gain=4.59735e-05 0.000180595 0.000121154 0.000101965 7.49173e-05 5.07692e-05 5.96381e-05 0.000134898 9.70883e-05
threshold=0.077110000000000012 -0.030624999999999996 -0.051109999999999996 0.41315500000000005 -0.10981499999999998 0.092255000000000018 -0.0016149999999999999 0.078965000000000021 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 -6 -8
right_child=2 3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0076130893160293815 0.0053151874385703873 -0.0049164193296663411 -0.0014402915398010797 0.0048006127110945662 0.0043300002693476584 0.002758041790672734 9.8004736983849157e-05 -0.0034609875607869984 -0.0067110001488182571
leaf_weight=0.0010953976153225209 0.0016907044821019152 0.0011343922488929233 0.0018379808857518836 0.0013656263882882722 0.0017609921662509302 0.0018177913933284037 0.0017646149333361439 0.0012680566600450939 0.0011456536854598728
leaf_count=314 326 249 197 280 536 203 379 1124 302
internal_value=0 -0.000583685 0.00179647 0.000167012 -0.000544652 9.46708e-05 -0.000720482 0.00106844 -0.00258242
internal_weight=0 0.0113525 0.00352869 0.0102571 0.0088915 0.00775711 0.00593932 0.00302905 0.00291027
internal_count=3910 3387 523 3073 2793 2544 2341 1660 681
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=13
num_cat=0
split_feature=52 376 43 4 13 47 1 14 2 52 0 13
split_gain=4.37076e-05 5.49252e-05 7.6207e-05 0.000103742 9.83629e-05 9.76214e-05 8.94812e-05 8.83042e-05 0.000119721 0.000117197 7.57504e-05 4.64155e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.17936000000000002 0.09252500000000001 0.076710000000000014 -0.13131999999999996 0.11125500000000001 -0.066329999999999986 -0.099864999999999995 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 6 -5 -8 9 -9 -11 -2
right_child=1 -3 3 5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.0029603181295597475 0.0017188413554911632 0.003648519961839345 -0.005092044299508003 -0.0032142815085118492 -0.0019325812849766508 -0.0041943753887731796 -0.002788394560058605 -0.0032705821462755496 0.0066585389058226334 0.0055461813678697189 -0.00016025546060810988 0.006481505331429137
leaf_weight=0.0011672128196500249 0.0010283137545092453 0.0010911873399154374 0.0012139733005011718 0.0012646113435204496 0.0010137841882730285 0.0012579452790227692 0.0010184325576333073 0.0011512006729988318 0.0012106497151025009 0.001262865209711056 0.001089234634606728 0.0010294290437539043
leaf_count=425 351 130 133 1187 182 220 115 110 161 140 442 314
internal_value=0 0.00023657 -6.03157e-05 -0.000764282 0.00210987 -0.000127841 0.000603256 0.00144544 0.00236014 0.000874726 0.00290359 0.00410146
internal_weight=0 0.0136316 0.0125404 0.00946891 0.00307153 0.00825494 0.00699699 0.00573238 0.00471395 0.0035033 0.0023521 0.00205774
internal_count=3910 3485 3355 2508 847 2375 2155 968 853 692 582 665
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=16
num_cat=0
split_feature=14 14 15 124 4 124 47 131 457 0 48 1 48 13 1
split_gain=0.000371262 0.000110474 0.000232798 9.87293e-05 0.000192023 0.000163109 0.000139665 0.000150862 0.00012485 0.000176733 0.000238522 0.000128301 0.000125745 0.000121181 9.17181e-05
threshold=0.077685000000000018 -0.13131999999999996 -0.15202999999999997 0.0049200000000000008 -0.49837999999999999 -0.061329999999999989 0.11669500000000001 0.086210000000000023 -0.0034949999999999994 -0.10575999999999998 0.086455000000000018 0.091035000000000019 0.086065000000000016 -0.083924999999999986 0.079945000000000016
decision_type=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 11 -10 13 -11 -15
right_child=-2 2 3 -5 5 6 -8 -9 9 12 -12 -13 -14 14 -16
leaf_value=-0.00040604458659340486 -0.0010559794979447766 0.0008872002610432069 -0.00067245495662138655 0.00056986062515439575 0.00069416873274188431 -0.00046320371747116552 -0.00063945380513873943 -0.00059581090916911207 0.00045102121176973165 0.00027003841390195894 -0.0001009186177481744 0.0012711343730224614 0.00051798189422280706 -0.00078671683394408547 -0.00011191942393122138
leaf_weight=0.0015697558591991545 0.0010233960889856055 0.0010719280738893657 0.001247790561194795 0.0010015051980837306 0.001154270783470448 0.001031204827780457 0.0010023660447390234 0.0010218716734749925 0.0013721919398586796 0.0012588825020136991 0.0014383894318701351 0.0010714044735739975 0.0010245714886294183 0.0011129008514792127 0.0014802708877448001
leaf_count=172 126 271 173 62 173 230 130 413 101 503 70 89 187 850 360
internal_value=0 4.39057e-05 8.72655e-05 3.09182e-05 -7.04958e-06 5.69746e-05 -5.28128e-06 5.35137e-05 0.000121291 0.000190107 0.000472858 0.000810603 -3.49735e-05 -0.000182049 -0.000401519
internal_weight=0 0.0178593 0.0162895 0.0152176 0.0142161 0.0129683 0.0118141 0.0108117 0.00978982 0.00875861 0.00388199 0.0024436 0.00487663 0.00385205 0.00259317
internal_count=3910 3784 3612 3341 3279 3106 2933 2803 2390 2160 260 190 1900 1713 1210
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=13
num_cat=0
split_feature=484 42 160 160 133 2 1 2 16 1 0 13
split_gain=4.21266e-05 4.4299e-05 7.5349e-05 6.53903e-05 0.00016062 0.000128149 0.000126088 0.000110291 0.000109375 8.65763e-05 5.87438e-05 5.80001e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 -0.082234999999999989 -0.0023199999999999996 0.10113500000000002 0.11198000000000001 -0.0098549999999999974 -0.15168999999999996 0.089895000000000017 0.076335000000000014 -0.034809999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 10 -6 -9 11 -7 -10
right_child=1 2 -4 4 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.003203800193533066 -0.0029203143807322875 -0.0022349097899840298 -0.0033249770135415592 -0.0044006500570013402 -0.00058774705504285678 -0.0044752918048487798 0.0043192983288218544 0.0095782683158278856 0.0026648712113357545 -0.00036056812528905026 0.00056010593385750422 0.00816048430864077
leaf_weight=0.0010100826678580846 0.0010837276902082608 0.0015155209933250232 0.0012255441957147303 0.0011189024640071753 0.0012057900641055698 0.0013966676107943915 0.0010876306674084272 0.0010156596429937007 0.001007927452937837 0.001031393052281171 0.0010704204146932961 0.0010013028321299322
leaf_count=612 215 602 197 756 196 245 223 57 283 233 85 206
internal_value=0 0.000218085 0.000486385 0.000894289 0.00137159 0.00210413 -0.000268135 0.00370667 0.00498325 0.00344838 -0.00229053 0.00540362
internal_weight=0 0.0137605 0.0126768 0.0114512 0.00993569 0.00881679 0.00355472 0.00526207 0.00405628 0.00304062 0.00246709 0.00200923
internal_count=3910 3298 3083 2886 2284 1528 553 975 779 722 330 489
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=10
num_cat=0
split_feature=49 3 12 2 1 2 3 1 2
split_gain=4.11457e-05 0.000153618 0.000104031 0.000139211 7.9105e-05 7.39297e-05 0.000106998 0.000103786 7.0027e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.051320000000000005 0.08400500000000001 0.092860000000000012 0.083795000000000022 -0.013944999999999997 0.11198000000000001 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -3 -2 -7 -8 -5
right_child=2 4 3 8 -6 6 7 -9 -10
leaf_value=0.0071186162873821263 0.0045049096030457588 -0.0053609865698688855 -0.006850505066585264 0.0020542470578713266 0.0016734967462534781 0.004574516086532433 -0.0063640696006074197 0.0012548393995147628 -0.0042994836317039051
leaf_weight=0.0013437818711073829 0.0017713950211269789 0.0010227989722528747 0.0019470250046695614 0.0019992061806237867 0.0015828239460647982 0.0012038184795200193 0.0013564453098386519 0.0014248602017010311 0.0010172188877367776
leaf_count=180 198 122 816 1381 257 136 237 175 408
internal_value=0 0.00170444 -0.000649483 -0.00274099 -0.00108779 0.00115388 -0.000335662 -0.00246091 -8.84002e-05
internal_weight=0 0.0039494 0.01072 0.00496345 0.00260562 0.00575652 0.00398512 0.00278131 0.00301643
internal_count=3910 559 3351 2605 379 746 548 412 1789
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=12
num_cat=0
split_feature=1 0 133 43 12 48 2 1 151 43 15
split_gain=3.80881e-05 8.92407e-05 6.92565e-05 6.04276e-05 5.22785e-05 5.73543e-05 0.000158596 6.06527e-05 8.49339e-05 0.000108348 0.000111001
threshold=0.085835000000000009 -0.084074999999999997 1.0000000180025095e-35 -0.019509999999999996 -0.071274999999999991 0.11930500000000001 0.11542500000000001 0.09112000000000002 -0.0017399999999999998 -0.075819999999999985 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 -6 -9 -10 -11
right_child=4 2 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.0060897935839746764 0.0049855458218623699 0.0064314787713815437 -0.0033993971863315502 -0.00079822926332939932 0.0039980672624000358 -0.0046502800543904927 0.0088471814360261171 -0.006819044058797079 -0.0052060824246657122 -0.0016599247435162036 0.0072461999825718919
leaf_weight=0.0014552329557084654 0.0012301375431394502 0.0010694382979527343 0.0014527923848321597 0.0011227858500468457 0.0011807665607536438 0.0010222614863546475 0.0010123987520957315 0.0011036391615527755 0.0012743721347005382 0.001415606881688181 0.0012471148039752814
leaf_count=1139 363 186 562 313 338 104 191 118 162 72 362
internal_value=0 -0.00153303 0.000286202 0.00272866 0.000799422 0.000175705 0.000857691 -0.000442405 -0.00148256 1.33489e-05 0.00251136
internal_weight=0 0.00510025 0.00364502 0.00219222 0.0094863 0.00825616 0.0072339 0.0062215 0.00504073 0.00393709 0.00266272
internal_count=3910 2200 1061 499 1710 1347 1243 1052 714 596 434
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=14
num_cat=0
split_feature=14 52 52 14 15 47 3 0 1 150 0 2 3
split_gain=0.000270746 9.87502e-05 0.000135907 0.000117844 0.000208195 0.000129349 0.000135345 0.000160341 0.000121255 0.000145778 0.000257405 0.000118685 0.000127247
threshold=0.073890000000000011 -0.40083499999999994 -0.15154999999999999 -0.13131999999999996 -0.15202999999999997 0.09252500000000001 0.10223 -0.050704999999999993 0.077800000000000022 0.087235000000000021 -0.11208499999999998 0.10274500000000002 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 11 10 -10 12 -6
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00052603911339883856 -0.000962388933992674 0.00068462696677320904 -0.00050050296009997608 0.00091287504899944215 -0.0009139581951476671 -0.0004370467330708709 0.00090793886249330535 -8.7078116449857023e-05 0.0010740240037999801 -0.00029039390939060927 -4.2452640022803296e-05 0.00027408890367259701 -5.697622505253707e-05
leaf_weight=0.0010380260001431807 0.0010362831019626586 0.0012885995963892718 0.001383415366201437 0.0010450138981749962 0.0013318325316692924 0.0019371349023535349 0.0014510792269787076 0.0010185540112299671 0.0013179189377789391 0.0015687873557416118 0.0018126334672583615 0.0010169606354748753 0.0012330449731128401
leaf_count=389 135 157 135 263 667 247 122 28 100 150 585 239 693
internal_value=0 4.8966e-05 8.53495e-05 3.42639e-05 8.81346e-05 2.02068e-05 0.000102597 0.000497563 -1.51907e-05 0.00018789 0.000427568 -0.000281631 -0.000501971
internal_weight=0 0.017443 0.016405 0.0151164 0.013733 0.0126879 0.0107508 0.00246963 0.00828118 0.00469934 0.00313055 0.00358184 0.00256488
internal_count=3910 3775 3386 3229 3094 2831 2584 150 2434 835 685 1599 1360
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=16
num_cat=0
split_feature=14 124 123 48 50 12 1 12 2 3 2 2 13 1 12
split_gain=0.000305758 0.00014773 0.000177546 0.000176249 0.000158311 0.000198568 0.000186656 0.000355011 0.000231753 0.000148676 0.000184987 0.000198751 0.000114281 9.44848e-05 3.62972e-05
threshold=0.073890000000000011 0.095200000000000021 1.0000000180025095e-35 0.12649500000000002 0.082310000000000008 -0.0089849999999999982 0.10752500000000002 0.099370000000000014 0.11260500000000001 0.10223 0.10274500000000002 0.094010000000000024 -0.021089999999999994 0.089175000000000018 0.098355000000000012
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 14 10 11 12 -7 -14 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.00063763420002707475 -0.0009557132347243867 0.00072341938856451053 0.00058978220451392398 -0.00075509384582819826 -0.00067248857000877819 -0.00035694948209884702 -8.0469561759483282e-05 -0.00098894340029454094 0.0011356999902615696 0.00077372507410489503 0.00068860915766012689 -0.00080042799780062125 0.00055101817811195565 -0.00013969938952541642 0.00038707177831220251
leaf_weight=0.0012249630550413932 0.0010552787815736866 0.0010023881715235201 0.0015582343761098997 0.0010870530528709959 0.001056522484384489 0.0014004450824154796 0.0011560072669203328 0.0010726169594875105 0.001181155111669302 0.0010056025950540004 0.0011307395844191298 0.0011082714510667196 0.0016547399367675196 0.0010701239159821296 0.0010306503812236301
leaf_count=189 135 67 287 107 644 872 84 314 156 75 204 173 472 64 67
internal_value=0 4.79364e-05 7.48163e-06 -5.22962e-05 1.91807e-06 5.65793e-05 0.000128583 -1.52494e-05 0.000489145 0.000126462 2.41902e-05 -0.000119361 6.36093e-05 0.000279756 0.000139899
internal_weight=0 0.0177395 0.0167371 0.0151789 0.0140918 0.0130353 0.0118104 0.00844254 0.00336781 0.00736992 0.00636432 0.00523358 0.00412531 0.00272486 0.00218666
internal_count=3910 3775 3708 3421 3314 2670 2481 2174 307 1860 1785 1581 1408 536 151
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=15
num_cat=0
split_feature=14 52 52 157 14 15 457 51 151 4 16 13 51 43
split_gain=0.000261678 0.000118148 0.000135753 0.000108181 0.000240617 0.000243218 0.000108446 0.000127312 0.000178263 0.000165016 0.000171985 0.00010556 7.29763e-05 6.00672e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.15154999999999999 -0.072409999999999988 -0.13131999999999996 -0.15202999999999997 -0.0034949999999999994 0.013805000000000001 -0.084874999999999992 0.17888000000000001 -0.084184999999999996 -0.083514999999999992 0.092720000000000011 -0.0086649999999999974
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 -8 10 -10 -12 -9 -13
right_child=-2 2 3 4 5 6 7 12 9 -11 11 13 -14 -15
leaf_value=-0.00055449145008384438 -0.00092749083051225857 0.00065303093523152707 0.00052107554225520338 -0.00084623494344975058 0.0009139834115488223 -0.00057994214929379007 -0.00079721339764479736 0.00078627756345731829 -0.00082313867871236155 0.00052132293996950019 0.00039572640958638645 -0.000428380761554678 0.0001285438400841248 0.00012981845236479154
leaf_weight=0.0010784346373913017 0.0010143718959667999 0.0012865216082650543 0.0013787676372501974 0.001110849872917972 0.001023867423784683 0.0010910632500513032 0.0010262323488038488 0.001008935914984846 0.0010041178868534081 0.0017383860464202372 0.0016373496889827721 0.0015962038097455358 0.0013417455774524371 0.0011198853571712155
leaf_count=389 135 157 359 85 263 171 152 123 510 184 217 614 246 305
internal_value=0 3.78691e-05 7.69075e-05 2.77482e-05 -2.19052e-05 5.08404e-05 -2.55821e-05 3.21712e-05 -7.74242e-05 2.66735e-05 -0.000133827 2.5162e-05 0.00041085 -0.000198227
internal_weight=0 0.0174424 0.0163639 0.0150774 0.0136986 0.0125878 0.0115639 0.0104729 0.00812218 0.00709594 0.00535756 0.00435344 0.00235068 0.00271609
internal_count=3910 3775 3386 3229 2870 2785 2522 2351 1982 1830 1646 1136 369 919
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=11
num_cat=0
split_feature=4 0 1 2 3 0 16 150 16 0
split_gain=3.96295e-05 6.28125e-05 8.83849e-05 5.67406e-05 0.000145287 8.55127e-05 0.000130124 8.19785e-05 4.87735e-05 3.16804e-05
threshold=-0.49837999999999999 0.047345000000000005 0.079355000000000023 0.088895000000000016 0.088060000000000013 -0.066689999999999985 -0.17157499999999998 0.08926000000000002 -0.013024999999999998 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 9 -2 -6
right_child=1 -3 3 4 7 -7 -8 -9 -10 -11
leaf_value=-0.0033274057050756384 -0.00074078758388122106 0.0036469240948347999 0.0020161450358087418 0.0069291875236203917 -0.004314388935252292 0.0020748063665698316 -0.0064233322097289264 0.0041643419712492271 -0.0059509146593805856 4.7452625187941482e-05
leaf_weight=0.0011503112106075715 0.0012486010129409814 0.0016619998352636898 0.0010495094059449397 0.0014537864903759338 0.0011173466381035058 0.0019571325260437237 0.00157935746678637 0.0010643622552849868 0.0012318925871100061 0.0011832358412753024
leaf_count=176 1261 164 124 324 92 183 678 101 687 120
internal_value=0 0.000264162 -0.000208875 0.000613872 0.00202157 -0.000865265 -0.00305408 -9.87095e-05 -0.0033283 -0.00207101
internal_weight=0 0.0135472 0.0118852 0.00940473 0.00481873 0.004586 0.00262887 0.00336494 0.00248049 0.00230058
internal_count=3910 3734 3570 1622 637 985 802 313 1948 212
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 160 151 3 4 4 16
split_gain=3.9947e-05 4.54426e-05 8.81959e-05 0.000130181 9.51638e-05 6.49162e-05 9.92204e-05 9.73074e-05 0.000134176 0.000118846 0.000106519
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.099595000000000017 0.085875000000000021 -1.0000000180025095e-35 -0.0008699999999999999 -0.13309499999999996 0.25367000000000006 -0.0031049999999999997 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 -8 9 10 -9
right_child=1 5 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0038819004554864001 -0.0031523782064493667 -0.0045687644792369066 0.0040725842091286803 0.0081010616581517376 -0.0041179125176303479 -0.0056011749007857945 -0.0033600736942066287 0.0078594235749505706 0.0085096315059842789 -0.003651262249646446 -0.0011035708353865461
leaf_weight=0.0010067948066921672 0.0011071730338853558 0.0013970069685461436 0.001268681036653058 0.0014209026355264517 0.0010470137317346584 0.0010390169031066496 0.0015060167145057868 0.0011479880867023519 0.0011442401720743135 0.0015334474568588349 0.0010060023604059332
leaf_count=612 369 625 223 282 119 132 103 962 204 236 43
internal_value=0 0.000269038 0.00183243 0.00330946 0.000369349 -0.000594077 0.000158652 0.00110293 0.00249403 0.000627349 0.00367334
internal_weight=0 0.0136175 0.00484377 0.0037366 0.00231569 0.00877372 0.00737671 0.00633769 0.00483168 0.00368744 0.00215399
internal_count=3910 3298 993 624 342 2305 1680 1548 1445 1241 1005
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=11
num_cat=0
split_feature=14 15 3 48 16 4 12 43 43 1
split_gain=3.73128e-05 0.000110479 5.14488e-05 5.80466e-05 0.000167297 9.18931e-05 0.000133845 9.56063e-05 0.000194904 5.34165e-05
threshold=-0.13131999999999996 -0.16430499999999995 0.13772500000000001 -0.064549999999999982 -0.30307999999999996 0.0057500000000000008 1.0000000180025095e-35 -0.06705499999999999 -0.091114999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 8 -6 -9
right_child=1 2 -4 4 5 6 -8 9 -10 -11
leaf_value=-0.0030006828356065485 0.0054243490143113934 0.0033569870167574076 0.0027500171417438038 -0.0077161070599344678 -0.0034666289053420689 0.0052608620340408732 -0.0022801646997411924 -0.0019755043133405843 0.006210233766752251 -0.0071610461766193787
leaf_weight=0.0012203118300760209 0.0012022024555377953 0.0010146995664301528 0.0015831307484042373 0.0010905966617677882 0.0015661468197230646 0.0018252114349396747 0.0012744008873167949 0.0015060384950573271 0.0011515845304449239 0.0010930594451193203
leaf_count=172 282 186 138 209 456 105 303 886 705 468
internal_value=0 0.000261668 -0.000251066 -0.000702618 -0.00113591 -0.000283247 0.00216038 -0.00170784 0.000633749 -0.0041563
internal_weight=0 0.0133071 0.0121049 0.0105217 0.00950704 0.00841644 0.00309961 0.00531683 0.00271773 0.0025991
internal_count=3910 3738 3456 3318 3132 2923 408 2515 1161 1354
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=15
num_cat=0
split_feature=14 51 15 48 47 47 12 12 4 13 160 4 16 43
split_gain=0.000352042 0.000110293 0.000164224 0.000138648 9.915e-05 0.000173957 0.000129256 0.000185031 0.00026428 0.000163977 0.000122535 0.000103154 0.000111673 9.66423e-05
threshold=0.077685000000000018 0.13881000000000002 -0.26361999999999991 -0.064549999999999982 0.13206500000000002 0.10783500000000001 0.098595000000000016 -0.0089849999999999982 -0.0021099999999999995 -0.15355999999999997 0.087825000000000014 -0.0044799999999999987 -0.057604999999999996 -0.083899999999999988
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 -5 -9 11 13 -13 -11
right_child=-2 -3 3 4 -6 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=0.00065510352688021955 -0.0010256715318528271 -0.00051322391179725731 0.00062434117244832574 0.00015799405178873016 -0.00052784057155882481 0.00065435158448184049 -0.0004985070161175007 0.00081398783789766213 -0.0010578745311228719 0.00032941140037625488 -0.00037549927046856487 9.2543858986414901e-05 0.00084909060346737074 -0.0003171188044213883
leaf_weight=0.0014808902728045891 0.001001704639957939 0.00101269247033589 0.0011680945558198959 0.0012055231773300396 0.0010860091247845158 0.0012734222679801075 0.0016444288806831764 0.0010624386150331205 0.0010592462852910137 0.001302177954095156 0.001549097770329971 0.0012694227007483436 0.0011943270357370876 0.0016572218900344484
leaf_count=288 126 151 190 147 63 143 422 80 139 351 218 215 173 1204
internal_value=0 5.61082e-05 9.01188e-05 3.60397e-05 -1.20046e-05 3.03795e-05 -3.61466e-05 3.76746e-05 -0.000410675 0.000164053 6.50149e-05 0.000190846 0.000459287 -3.26363e-05
internal_weight=0 0.017965 0.0169523 0.0154714 0.0143033 0.0132173 0.0119439 0.0102995 0.00226477 0.00803469 0.00697225 0.00542315 0.00246375 0.0029594
internal_count=3910 3784 3633 3345 3155 3092 2949 2527 286 2241 2161 1943 388 1555
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=17
num_cat=0
split_feature=14 147 52 160 11 3 2 133 2 0 49 0 15 43 4 43
split_gain=0.000331271 9.69134e-05 0.000199047 0.000229521 0.000134536 0.000153592 0.000295091 0.000191401 0.00021364 0.000178523 0.000129071 0.000151581 0.000172507 0.000261394 0.000197915 0.000120679
threshold=0.077685000000000018 0.089245000000000005 0.28122000000000008 -0.088224999999999984 0.08776500000000001 -0.12008499999999998 0.10488500000000002 -0.0023199999999999996 0.11339500000000001 -0.14733499999999997 -0.065249999999999989 -0.23029999999999998 -0.017214999999999998 -0.078644999999999979 -0.23071499999999998 -0.040589999999999994
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 -7 10 -10 15 -12 13 -13 -14 -9
right_child=-2 -3 -4 4 -6 7 -8 8 9 -11 11 12 14 -15 -16 -17
leaf_value=0.00086647119983560711 -0.00098015913809961896 0.00056352009454446023 -0.00069707665472225008 -0.00012906578730877534 -0.00059907198430782455 -0.00072065042397093375 0.0011555879617286885 0.00019288102496008619 -0.00098906266171129597 4.9205082549791209e-05 0.00089416015095230563 -0.00085063160820889364 -0.00010052924452063581 0.00024774574502942374 0.00080015845720844811 -0.00064412937589654589
leaf_weight=0.0010123791435596276 0.0010061253666902156 0.0010343637885738546 0.0011141388564291808 0.0011425160417053446 0.0010241874530096942 0.0010829718469753955 0.0010313786721773965 0.0010580454067260908 0.0010000046316684021 0.0010081653177626002 0.0010175733652957328 0.0010155809334289217 0.0012075288459276728 0.0018593714268159353 0.0019084855230078611 0.001031055848762983
leaf_count=364 126 152 348 98 122 847 62 128 57 279 31 365 68 222 582 59
internal_value=0 4.56469e-05 1.50606e-05 6.34421e-05 1.06067e-05 5.40823e-05 0.000480423 -2.19565e-05 4.6176e-05 -0.000467819 0.000159633 0.000272858 0.000167329 -0.000140258 0.000451121 -0.000220217
internal_weight=0 0.0185477 0.0175134 0.0163992 0.0153869 0.0143627 0.00217389 0.0121888 0.0111058 0.00200817 0.00909764 0.00700854 0.00599097 0.00287495 0.00311601 0.0020891
internal_count=3910 3784 3632 3284 2920 2798 160 2638 1791 336 1455 1268 1237 587 650 187
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=15
num_cat=0
split_feature=14 11 13 132 1 0 457 159 2 2 4 2 0 2
split_gain=0.000324494 8.68367e-05 0.000129209 0.000147856 0.000143878 0.000124749 0.000118804 0.000126012 0.000160261 0.000208272 0.000131136 0.000298985 0.000118028 5.63619e-05
threshold=0.073890000000000011 0.088315000000000018 -0.090744999999999978 0.079995000000000011 0.090475000000000014 0.15480500000000005 -0.0015249999999999997 0.089615000000000014 0.11230000000000001 1.0000000180025095e-35 0.0057500000000000008 0.087005000000000013 -0.06402999999999999 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 13 6 -4 8 9 12 11 -11 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0002427679681131337 -0.00096807698733135633 -0.00045607542575428102 -0.00057426770842718697 0.00062928385018425818 0.00075881344244486785 -0.00066094523883259305 -0.000444808191462817 -0.00053668877700377546 -0.00036084338227752465 0.00098149651407068803 0.0010026199407749503 -0.00026077856141233646 0.00026445939043006039 0.00033042653738819903
leaf_weight=0.0010135656811796172 0.00105549112774908 0.0010220639680014179 0.0010584137522350176 0.0010464714476134491 0.0016492602639550614 0.0010197876686312271 0.0015297997019352895 0.0010178352874984408 0.0017049275827987044 0.0011038798653450316 0.0012343249907321857 0.0013686397346831143 0.0014332899245743966 0.0011605869304328609
leaf_count=232 135 125 245 284 261 43 499 298 292 435 200 696 110 55
internal_value=0 4.61139e-05 7.75243e-05 -9.75452e-06 0.000363264 -6.8053e-05 -1.02003e-05 5.33615e-05 0.000125073 0.00024928 0.000529858 0.000293847 -0.000101725 6.32097e-05
internal_weight=0 0.0173628 0.0163408 0.0125174 0.00382341 0.0114709 0.0104511 0.0093927 0.00837486 0.00666993 0.00370684 0.00247252 0.00296309 0.00217415
internal_count=3910 3775 3650 3102 548 2818 2775 2530 2232 1940 1331 1131 609 287
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=16
num_cat=0
split_feature=14 52 1 52 157 14 15 47 0 48 0 15 52 2 2
split_gain=0.00042452 0.000130614 0.000126826 0.000185703 0.000177344 0.00022157 0.000259421 0.000231708 0.000189754 0.000210995 0.000136924 0.000127803 0.000136014 0.000146812 0.000116693
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 -0.15154999999999999 -0.072409999999999988 -0.13131999999999996 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 0.086285000000000014 -0.089879999999999974 0.024640000000000006 0.10433000000000002 0.098535000000000025 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 -6 -7 8 9 14 -3 12 13 -12 -8
right_child=-2 2 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00055880446038812789 -0.0011324528765256133 -0.00068911285206410381 0.00092191466529588546 0.00079809063851998981 -0.0006992011160102834 0.00097804578124105414 0.00037592599164082115 -0.00053618682217797535 -0.00033480455349875552 -9.9103610944429246e-05 2.8884906330686865e-05 0.00051010396977939918 0.00036572100713575808 -0.00089773597425027571 0.0011666268397352839
leaf_weight=0.0010855243799983419 0.0010509950633924006 0.0011604600770866551 0.0010517819384855019 0.0011463728869047811 0.001156986489620108 0.0010736203938785582 0.0013082409793185893 0.0018196766071596239 0.0015338802859824387 0.0015993529911704218 0.0011384936448188849 0.0012171459080497033 0.0010360176811130793 0.0011062471610778796 0.0011515829640550354
leaf_count=389 126 457 104 173 84 214 77 187 556 107 280 849 109 91 107
internal_value=0 5.09231e-05 8.87448e-05 0.000195345 0.000124519 4.44467e-05 0.000145832 2.52985e-05 0.000207975 0.000413081 -0.000134342 8.78894e-06 -0.000177197 -0.00042777 0.000746098
internal_weight=0 0.0185854 0.0174999 0.0118415 0.0107897 0.00964334 0.00848635 0.00741273 0.00559306 0.00405918 0.00565836 0.0044979 0.00328076 0.00224474 0.00245982
internal_count=3910 3784 3395 1609 1505 1332 1248 1034 847 291 1786 1329 480 371 184
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=16
num_cat=0
split_feature=14 133 133 42 13 1 16 474 14 0 15 0 0 16 15
split_gain=0.000345503 0.000161262 0.000217982 0.000118214 0.000184461 0.000175984 0.000186431 0.000173517 0.000200469 0.00016476 0.000157648 0.000283295 0.000123479 9.90478e-05 1.79966e-05
threshold=0.077685000000000018 0.10599500000000002 0.083815000000000014 -0.11403999999999999 0.11202500000000001 1.0000000180025095e-35 0.011450000000000002 0.080165000000000014 -0.13131999999999996 -0.13027499999999997 -0.03231499999999999 -0.074249999999999997 -0.22851499999999997 -0.094359999999999986 -0.011505
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 -7 12 11 -11 13 -10 -4
right_child=-2 -3 14 4 -6 7 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00053458217242562122 -0.00098341483493444293 -0.00063235738035542289 0.00045990857037629456 -0.0009522186707623401 0.00056043011343218281 -0.00066732368194236428 2.5718139446810165e-05 0.00068523169056883151 -0.0002430553680536587 -0.0004474901338735515 -0.00061158285970967471 0.00073873209640987745 0.0007184379789769975 0.00048348793749602103 0.00078885118748712806
leaf_weight=0.001103189160735151 0.0010442055468388991 0.0010058831306785565 0.0010164726698889686 0.0011456477369248515 0.0019130454578083463 0.001202502598715985 0.0012205468497737265 0.0012559597450998586 0.0012426360666344394 0.0012923885080510511 0.0014507009054855699 0.0011564736224020616 0.0016121710211569719 0.0010490252622048502 0.0010004806774588913
leaf_count=141 126 542 514 795 134 82 126 231 80 164 437 153 164 33 188
internal_value=0 4.57405e-05 8.43611e-05 1.49068e-05 5.65949e-05 -1.9732e-05 -0.000447773 7.89663e-05 -5.5833e-06 9.63908e-05 -0.000156743 0.000112703 0.000349248 8.95253e-05 0.000623076
internal_weight=0 0.0186671 0.0176612 0.0156443 0.0145411 0.0126281 0.00236619 0.0102619 0.0090059 0.0078034 0.00389956 0.00244886 0.00390383 0.00229166 0.00201695
internal_count=3910 3784 3242 2540 2399 2265 921 1344 1113 1031 754 317 277 113 702
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=13
num_cat=0
split_feature=47 47 51 4 16 52 49 52 2 0 2 15
split_gain=3.82082e-05 9.17155e-05 6.83742e-05 9.3138e-05 9.09736e-05 8.47324e-05 9.1834e-05 9.29616e-05 0.000104623 0.000149937 9.77219e-05 9.5031e-05
threshold=0.13206500000000002 0.10783500000000001 0.11463000000000002 0.28937500000000005 -0.53257999999999994 -0.11271999999999999 -0.085974999999999982 -0.07984999999999999 0.11085000000000002 0.076335000000000014 0.082715000000000025 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8 9 10 -9 -12
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 11 -13
leaf_value=-0.0053355471455267785 -0.0033116937058031361 0.0051568838662140693 -0.0045437977727492314 -4.6614170473963767e-05 0.0074307515053277677 -0.0049050746330383289 0.0049982598709035833 -0.0037129755919954408 0.0042654949880309998 -0.0069230131881787395 -0.0010399609367730319 0.0061214854165709386
leaf_weight=0.0010496025797011735 0.0010435497738961472 0.00110861001154229 0.0010583862824483708 0.0010567232490296813 0.0010191019792553267 0.0010479518236190749 0.0013404188681691662 0.0012169258165456555 0.0013135697711800396 0.0011878477426506412 0.0011901536565318222 0.0011731340769763707
leaf_count=545 81 169 211 98 270 153 248 563 186 57 486 843
internal_value=0 0.000232177 -0.00019928 0.000197271 0.00362431 -0.000550022 4.30004e-05 0.000741641 -0.000196537 -0.0014258 0.000398075 0.00251498
internal_weight=0 0.0137624 0.0126538 0.0115954 0.00207583 0.0095196 0.00847 0.00742205 0.00608163 0.00476806 0.00358021 0.00236329
internal_count=3910 3829 3660 3449 368 3081 2536 2383 2135 1949 1892 1329
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 14 13 52 47 48 0 3 0 16
split_gain=0.000285887 0.00019437 0.000204985 0.00013725 0.000155347 0.000123095 0.00017781 0.000169892 0.000252683 0.000131817 0.000189347 0.000157262 9.65611e-05 7.47933e-05
threshold=0.073890000000000011 0.10385500000000002 0.099765000000000006 0.080815000000000012 -1.0000000180025095e-35 -0.13131999999999996 -0.26418499999999995 -0.092854999999999979 0.09252500000000001 0.086935000000000012 -0.19631499999999999 -0.08348499999999999 -0.014809999999999999 -0.057604999999999996
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 -9 12 -12 -13
right_child=-2 -3 -4 -5 5 6 7 8 -10 -11 11 13 -14 -15
leaf_value=-0.00058589858615859297 -0.00096125049030897016 0.00084462085095924407 -0.00082483433777988207 0.00065268727952414298 -0.00046778086613416195 0.00082590640240948264 -0.00055498318547809761 0.001116971698317832 -0.00056738218897866102 -0.00014066905818388 0.0010133827813012864 -0.00039010640420943039 0.0002342378074105487 0.00029352295075261384
leaf_weight=0.0014464187869923364 0.0010569045729286733 0.0010242868061349731 0.0010084075859650493 0.0012430123133649077 0.0013785250124587192 0.0011662612792724758 0.0014242215736468928 0.0011331955338835745 0.0014821007193445588 0.0019462916620589694 0.001089627635392193 0.0012939977619745105 0.0011733450363441405 0.0010137678947723398
leaf_count=740 135 49 578 238 132 127 448 70 184 166 268 464 51 260
internal_value=0 4.75794e-05 -1.01814e-06 5.15913e-05 2.31448e-07 6.49416e-05 0.000127586 5.04376e-05 0.000144855 0.000282839 0.000427348 0.000256374 0.000609398 -8.9798e-05
internal_weight=0 0.0178235 0.0167992 0.0157908 0.0145478 0.0131013 0.0117228 0.0105565 0.00913233 0.00765023 0.00570393 0.00457074 0.00226297 0.00230777
internal_count=3910 3775 3726 3148 2910 2170 2038 1911 1463 1279 1113 1043 319 724
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=11
num_cat=0
split_feature=41 16 2 12 43 42 51 160 3 13
split_gain=3.9448e-05 5.34582e-05 6.96416e-05 6.89213e-05 9.53064e-05 0.000139661 0.000122289 8.17582e-05 7.81942e-05 0.000107822
threshold=0.078150000000000011 -0.53257999999999994 -1.0000000180025095e-35 0.098845000000000016 0.0050750000000000005 -1.0000000180025095e-35 -0.070859999999999992 0.087825000000000014 0.092005000000000017 -0.075169999999999987
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=-0.0037089084618980635 -0.0034995744176511468 0.005024623710511095 -0.0056470825977983936 -0.003243386320051092 0.0050781176966798363 -0.0046871769169112868 0.00077243445651881278 -0.0019499177370557569 0.00015109863846830894 0.0085067432352751819
leaf_weight=0.0011203065191845137 0.0010829488575430637 0.00116465485934598 0.0013288864565939593 0.0017992448205106761 0.0015636890046727232 0.001104141563257546 0.0010733891912493559 0.0013012065481373819 0.0016004941611630222 0.0016300038541268071
leaf_count=129 201 217 620 541 381 411 755 229 174 252
internal_value=0 0.000257334 0.000610948 0.000160077 0.000797838 -3.48221e-05 0.00107679 0.00221223 0.00347058 0.00543582
internal_weight=0 0.013686 0.0125657 0.0114011 0.00960181 0.00803812 0.00670924 0.00560509 0.00430389 0.00270339
internal_count=3910 3709 3580 3363 2822 2441 1821 1410 1181 1007
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=12
num_cat=0
split_feature=49 3 12 3 2 40 2 52 15 2 49
split_gain=3.94774e-05 0.000152548 9.95294e-05 0.000128827 9.8741e-05 9.73901e-05 0.000114752 0.000111132 8.16546e-05 7.4209e-05 7.18342e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.080120000000000011 -0.08095999999999999 0.097940000000000013 -0.065259999999999999 0.084735000000000019 0.10701500000000001 -0.073314999999999991 0.08400500000000001 0.0021350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 9 -5 -2 -7 10 -3 -4 -8
right_child=2 8 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0060277282021801489 -0.0038371849756515643 0.0016734021832810842 -0.0083828652268974815 -0.0030170454761575607 0.004144084654637256 0.0056344958867747489 -0.0045189599590547908 0.0045989522991384674 -0.0043449161294713224 -0.0025614013047411703 0.0014558818392716572
leaf_weight=0.0013441778418424623 0.0010190692895090808 0.0014606564848487994 0.0010377697704661818 0.0010643731911837103 0.0011174544377516625 0.0015705346203435519 0.0013187689800554141 0.001078324534983216 0.001133621484167944 0.0015398568860665648 0.0010029872890035124
leaf_count=180 196 181 452 690 296 147 193 99 198 1145 133
internal_value=0 0.00142724 -0.000541938 -0.00235828 0.00065063 0.00090134 0.00187283 0.00013527 -0.000956422 -0.00490516 -0.00193786
internal_weight=0 0.00393846 0.0107491 0.00475945 0.00218183 0.00598968 0.00497062 0.00340008 0.00259428 0.00257763 0.00232176
internal_count=3910 559 3351 2583 986 768 572 425 379 1597 326
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=11
num_cat=0
split_feature=14 15 124 52 0 16 12 15 457 49
split_gain=3.51867e-05 9.9818e-05 4.93204e-05 5.12312e-05 0.000121125 8.59084e-05 0.000112514 0.000108624 0.000102702 7.11062e-05
threshold=-0.13131999999999996 -0.16430499999999995 -0.061329999999999989 0.10701500000000001 0.12007500000000002 0.032820000000000009 0.091475000000000015 -0.095799999999999982 0.084715000000000013 -0.049989999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 9 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0030110975380880688 0.0053914496818479214 0.0032155061127338773 -0.0031016126501121652 0.0022363803648258111 -0.0067651180397881334 -0.0078371924448418472 0.00054618962893247238 -0.0029075717746232491 0.0076365242331949109 0.0029987966884811815
leaf_weight=0.0012373375943252945 0.0011930514969552856 0.0012761474958086589 0.0017062288080309934 0.0017811016257430383 0.0011786855455120379 0.0010652340891338223 0.0011478826189514836 0.0011288957610752809 0.0010047616147061469 0.0018666104508507542
leaf_count=172 282 202 250 588 132 293 263 165 150 1413
internal_value=0 0.000263668 -0.000239618 -0.000644902 -0.00120895 -0.000382016 -0.00348896 0.000822933 0.00249686 0.000772904
internal_weight=0 0.0133486 0.0121555 0.0108794 0.0090983 0.00791961 0.00221312 0.0057065 0.00400027 0.00299551
internal_count=3910 3738 3456 3254 2666 2534 556 1978 1728 1578
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=16
num_cat=0
split_feature=14 52 52 376 48 50 475 42 48 47 1 43 2 42 52
split_gain=0.000323681 0.000122841 0.000154641 0.000146453 0.000181382 0.000173529 0.000188196 0.000187261 0.000146968 0.000212446 0.0002292 0.00018006 0.000249778 0.000156056 0.000138283
threshold=0.073890000000000011 -0.40083499999999994 -0.15154999999999999 0.08801500000000001 0.12738500000000003 0.086465000000000014 -0.048844999999999993 -1.0000000180025095e-35 0.10490500000000001 0.08593000000000002 0.11198000000000001 -0.073139999999999983 0.10113500000000002 0.086825000000000013 -0.066329999999999986
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 9 10 11 13 14 -9 -13
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00052229112616549865 -0.00094828307105455022 0.00067806068202022987 0.00080783451147057759 0.0006857710424613123 -0.00071246814412840112 -0.00062973501423904113 -0.00065753166643491988 0.00088543695082383609 0.00073888520777535161 -0.00056630118894082063 0.00086714587103636472 -0.00033488654542516505 -0.00077837736440500055 -6.6519914925917517e-06 0.0004188086890289178
leaf_weight=0.0010620183264375129 0.0010369774342531965 0.0012478463761765894 0.0010627521498647067 0.0010004277038960533 0.0010160083494897909 0.0010508006783999371 0.0010537039582820427 0.0011404023089017258 0.0010244511292596152 0.0014594455723602124 0.0011726850730428267 0.0012559892763701628 0.0014102478758410471 0.0012417442337245913 0.0017892528328669567
leaf_count=389 135 157 255 67 74 570 685 190 89 115 227 86 122 211 538
internal_value=0 5.21169e-05 8.81585e-05 4.12066e-05 -2.72733e-06 5.00563e-05 0.000106701 4.21757e-05 0.000112432 4.46614e-05 0.000155976 3.40074e-05 -0.000172588 0.000420417 0.000107952
internal_weight=0 0.0179878 0.0169258 0.0156779 0.0146775 0.0136615 0.0126107 0.0115479 0.0104942 0.00946977 0.00801032 0.00683764 0.00445549 0.00238215 0.00304524
internal_count=3910 3775 3386 3229 3162 3088 2518 2263 1578 1489 1374 1147 746 401 624
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=18
num_cat=0
split_feature=14 124 123 133 484 132 42 160 160 51 52 4 47 4 2 15 52
split_gain=0.000365563 0.000198966 0.00018692 0.000193283 0.000152174 0.000139336 0.000237464 0.000142531 0.000153357 0.000103327 0.000279603 0.000151306 0.000140325 0.000271102 0.000387806 0.000121031 7.70625e-05
threshold=0.077685000000000018 0.10385500000000002 0.085195000000000007 0.095090000000000022 -0.0043499999999999988 0.080815000000000012 -1.0000000180025095e-35 -0.092169999999999988 0.099550000000000013 -0.089214999999999989 -0.088354999999999989 -0.00072999999999999985 0.09252500000000001 0.05309500000000001 0.11085000000000002 0.05377500000000001 0.090640000000000012
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 -9 -11 15 13 -13 -15 16 -12
right_child=-2 -3 -4 -5 5 -7 7 8 -10 10 11 12 -14 14 -16 -17 -18
leaf_value=-0.00065451905978943209 -0.0011002658639443256 0.00086628727466999756 0.00070692953235593529 -0.00084032178492329129 -0.00084817567652655467 0.00066575049433739274 -0.00056823711645338825 0.00079031117744021565 -0.00053493555325010713 -0.00073986742563092477 0.0012046519081301578 -0.00052627548695917696 -0.00053452624642473545 0.0012760326661733705 -0.00025847413084884431 7.6172865138864778e-05 0.00049439249541411313
leaf_weight=0.0011369934939046639 0.0010219006681925205 0.0010208424282560314 0.0012721672395483224 0.001013124428925225 0.0010654993862879028 0.0012394589897932956 0.0010960395399884542 0.0010047092400407341 0.0010659007724482259 0.0010936343187404511 0.0010713221391744797 0.0011143244695770377 0.0010884567095814646 0.0013289188280860495 0.0010449416022525124 0.0010940067439289547 0.001099383188879699
leaf_count=479 126 49 223 595 651 181 314 184 92 196 175 92 70 110 79 265 29
internal_value=0 5.70992e-05 1.07669e-05 -4.27241e-05 9.26296e-06 6.16498e-05 4.78412e-06 7.98837e-05 0.00014443 0.000217283 0.000152847 0.000277354 5.62428e-05 0.000240587 0.000600563 0.00058732 0.000844931
internal_weight=0 0.0188497 0.0178289 0.0165567 0.0155436 0.0144066 0.0131671 0.0121016 0.0110056 0.0099397 0.00893499 0.00784135 0.00457664 0.00348818 0.00237386 0.00326471 0.00217071
internal_count=3910 3784 3735 3512 2917 2438 2257 1606 1292 1200 1016 820 351 281 189 469 204
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 13 13 47 1 4 2
split_gain=3.16249e-05 4.3405e-05 9.20314e-05 9.62095e-05 0.00012657 8.80201e-05 0.000184365 8.92517e-05 5.08602e-05 8.83933e-05 9.4935e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 -0.083354999999999985 -0.16277999999999995 0.098205000000000015 0.11215000000000001 0.0057500000000000008 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 10 -7
right_child=1 -3 3 4 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0033925873099949211 -0.0046225393271179978 0.004179711756099767 -0.0048081861769330835 -0.0053165956482596468 0.00058899585443390919 -0.0057378619801510154 0.01102862067785408 0.0053600701119601137 -0.0043218745318963341 0.0041812835343252811 0.002214343635280518
leaf_weight=0.0010033858046947499 0.0015241964300748466 0.0010037824680562404 0.0011687540689449523 0.0010461004964350427 0.001594534943649582 0.001210990506105443 0.0011187907091252582 0.0012429253947513633 0.0010843951941450166 0.0015365374419003611 0.0011260041453476505
leaf_count=612 572 298 820 182 136 497 196 76 146 168 207
internal_value=0 0.000233696 -7.93423e-05 0.000542879 0.00117078 0.00193209 0.00489359 0.000636221 -0.000548023 0.000508467 -0.00190635
internal_weight=0 0.013657 0.0126532 0.011129 0.00996028 0.00891418 0.00271333 0.00620085 0.00495793 0.00387353 0.00233699
internal_count=3910 3298 3000 2428 1608 1426 332 1094 1018 872 704
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=11
num_cat=0
split_feature=1 4 4 0 2 3 12 2 0 4
split_gain=3.30167e-05 0.000113204 9.21361e-05 5.1558e-05 0.000115271 0.00015927 0.000109889 6.67183e-05 5.31211e-05 5.06792e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.49837999999999999 -0.017269999999999997 0.082715000000000025 0.082730000000000012 0.096485000000000015 0.11230000000000001 -0.15291499999999997 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -2 -7 -9 -3
right_child=3 9 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0022938215648348995 -0.0051840922475400409 -0.0059891918880514922 0.0048794143694147404 0.0038103155453040874 0.007213972748545956 0.0025071906390954466 0.0019588329784122893 -0.0051653470817149315 0.00050723287880793401 -0.0011516126957005198
leaf_weight=0.0010161495813018652 0.0019683908988938998 0.0014063546931931928 0.0013029743814902935 0.0013736177311838372 0.0012609658218173964 0.0017193965480566953 0.0010546318871638219 0.001018017964853013 0.0010898366769795187 0.0013564192313884698
leaf_count=75 611 1460 71 296 278 122 189 85 129 594
internal_value=0 -0.00117242 0.00173638 0.000611212 6.94518e-05 0.00171019 -0.00269216 -0.000103145 -0.00223242 -0.00361412
internal_weight=0 0.0050819 0.00231912 0.00948486 0.00811124 0.00508822 0.00302302 0.00382725 0.00210785 0.00276277
internal_count=3910 2200 146 1710 1414 614 800 336 214 2054
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 51 47 1 52 0 0 4 52 0
split_gain=0.00032756 0.000126709 0.000241441 0.000124777 0.000129974 0.000125135 0.000177038 0.000326266 0.000210456 0.000188419 0.000123038 0.000173788 0.00023448 4.31998e-05
threshold=0.073890000000000011 0.10143000000000002 0.099765000000000006 0.080815000000000012 -1.0000000180025095e-35 0.12190000000000002 0.077065000000000008 0.11235500000000002 -0.088354999999999989 -0.068039999999999975 -0.23029999999999998 -0.0025899999999999994 0.092885000000000009 -0.13027499999999997
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 13 -10 12 -12 -8
right_child=-2 -3 -4 -5 5 -7 9 -9 10 -11 11 -13 -14 -15
leaf_value=-0.00052240835927153573 -0.0010389136251376233 0.00069211997103442934 -0.00087604014809333872 0.00062241845378692851 -0.00052454399285987378 -0.00048179755624965854 -0.00029688308050019349 0.0010577624615650521 0.00072537405439926969 0.00040932321972223797 0.00081248090439512419 -0.00034980926312255442 -0.00030633167894863973 -0.00083773586338776844
leaf_weight=0.0014519718333645916 0.0010490107429537978 0.0010118691689623696 0.0010364656152204573 0.0012988143238566062 0.0015220129265389806 0.0013157125907549893 0.0010009081150756938 0.0015234175804442812 0.001510498076321201 0.0010121904268061148 0.0017902763032211651 0.0018123752181419647 0.0010588816359391913 0.0011021418284160004
leaf_count=735 135 55 578 237 362 123 80 272 70 91 500 278 228 166
internal_value=0 4.37522e-05 6.12456e-06 6.18793e-05 1.36662e-05 7.06959e-05 0.000129639 0.000260911 0.000103135 -0.000258774 0.000257919 0.000106448 0.000396677 -0.000580327
internal_weight=0 0.0184475 0.0174357 0.0163992 0.0151004 0.0136484 0.0123327 0.00921746 0.00769404 0.00311524 0.00617203 0.00466153 0.00284916 0.00210305
internal_count=3910 3775 3720 3142 2905 2170 2047 1710 1438 337 1076 1006 728 246
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=12
num_cat=0
split_feature=11 43 48 0 12 12 13 52 1 0 43
split_gain=3.61866e-05 5.9196e-05 0.00017792 0.000117754 0.000110359 9.19349e-05 7.82398e-05 0.000130422 0.000212294 0.000152576 0.000109758
threshold=0.081005000000000008 -0.069494999999999987 0.086665000000000006 -0.017269999999999997 0.08401500000000002 0.10058500000000002 -0.23438999999999996 0.10062000000000001 0.11052000000000002 -0.23029999999999998 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 8 9 -8 -11
right_child=-2 5 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.008163280169175894 -0.0037396527825801344 0.00529706270189909 0.010703925892427701 0.0062331403673396629 0.001125815242678583 -0.0069778468797547649 0.0063790290489900252 0.0064808757828266512 -0.011381953088512477 -0.0067919002032820024 0.0025044681807890605
leaf_weight=0.001059613285115286 0.0012256010698875044 0.0012277877729515883 0.0010228026167378931 0.0011383578296575987 0.0017214961399704271 0.0010863451868009851 0.0012862922825756015 0.0010056691548498264 0.0010747274521798623 0.0016347011703478787 0.0010826580623001349
leaf_count=269 233 181 267 111 949 286 91 270 123 802 328
internal_value=0 0.000326391 0.00229282 9.78987e-05 -0.00241337 -0.000830836 8.24471e-05 -0.000969885 -0.00244536 -4.64448e-05 -0.00308801
internal_weight=0 0.0133405 0.00494227 0.00391947 0.00278111 0.00839818 0.00731184 0.00608405 0.00507838 0.00400365 0.00271736
internal_count=3910 3677 1596 1329 1218 2081 1795 1614 1344 1221 1130
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=11
num_cat=0
split_feature=1 16 16 0 160 51 48 12 3 0
split_gain=3.94892e-05 6.93113e-05 9.03488e-05 0.000119064 0.000106986 0.000100711 6.82288e-05 0.000105357 0.000176967 8.84129e-05
threshold=0.094485000000000013 -0.27337499999999998 -0.014099999999999998 0.16242500000000001 -0.054789999999999998 0.077145000000000005 -1.0000000180025095e-35 0.090585000000000013 0.090325000000000003 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -2 8 -8 -10
right_child=6 2 3 -5 -6 -7 7 -9 9 -11
leaf_value=0.0031187261195708602 -0.0027313289585097641 -0.0085733538930867388 0.0025838338927021533 0.0050544309505744347 -0.0045828127035754578 -0.00079881910407934202 0.0077413365814529358 -0.0017392996470385464 -0.0022096581164925363 0.0043004820448665614
leaf_weight=0.00107204778904345 0.0013340510252566051 0.0010224245552147041 0.001000002594509136 0.0010012356169510489 0.0017651637129035976 0.0010200651069386 0.001614753172383865 0.0019518971763251222 0.0015971162345494172 0.001066004840497156
leaf_count=181 134 1226 367 38 625 286 367 415 97 174
internal_value=0 -0.000971078 -0.00172586 -0.000118123 -0.00199105 -0.00469058 0.000861593 0.00163099 0.00316877 0.000396247
internal_weight=0 0.00688094 0.00580889 0.0037664 0.00276517 0.00204249 0.00756382 0.00622977 0.00427787 0.00266312
internal_count=3910 2723 2542 1030 992 1512 1187 1053 638 271
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=11
num_cat=0
split_feature=41 157 160 52 0 2 2 0 4 16
split_gain=3.97546e-05 4.88772e-05 7.00512e-05 9.96773e-05 0.000181172 9.9016e-05 0.00015192 9.02686e-05 0.000103333 0.000127378
threshold=0.078150000000000011 -0.073574999999999988 -1.0000000180025095e-35 0.10701500000000001 0.12007500000000002 0.11203000000000002 0.099015000000000006 -0.06402999999999999 0.05309500000000001 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0037168258212015213 -0.0036670142197638565 -0.003492206805310503 0.00054629729258253476 0.0056114679683309451 -0.0072124129374146256 -0.00383109026041895 0.0086372810387923878 0.0042540065790680629 0.0031257759456335753 -0.0088147318077270425
leaf_weight=0.0013791924506167544 0.0010313758486347824 0.0019352738281993307 0.0011777502197650132 0.0012582350677903332 0.0011912005594544445 0.001357188072929531 0.0010489186870755521 0.0016746603776597964 0.001291703860645534 0.0010075895292350524
leaf_count=496 201 823 529 213 105 341 202 129 179 692
internal_value=0 0.000271783 -0.000126071 0.000524897 -0.000206626 0.000897569 0.00193258 0.000567456 -0.00120811 -0.00376977
internal_weight=0 0.0133217 0.0119425 0.0100072 0.00874901 0.00755781 0.00620062 0.0051517 0.00347704 0.00218534
internal_count=3910 3709 3213 2390 2177 2072 1731 1529 1400 1221
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=11
num_cat=0
split_feature=4 151 52 52 4 12 16 16 2 15
split_gain=3.42829e-05 4.92171e-05 8.44808e-05 9.58906e-05 7.06535e-05 6.07552e-05 0.000150215 0.000177179 7.76217e-05 4.30568e-05
threshold=0.27020000000000005 -0.024429999999999997 0.11401500000000002 0.091210000000000013 -0.0021099999999999995 0.093125000000000013 0.081265000000000018 -0.095609999999999987 0.087995000000000004 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -9 -2
right_child=9 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.001767313120112219 -0.00058055380068367044 -0.0068216775730713438 -0.0060808159951017578 0.004613841695382535 0.0054440518090654658 0.0017398081555324101 -0.008668968503372591 -0.00071194636362455113 0.0064800315510265463 0.004391318196424682
leaf_weight=0.0010014675765771313 0.0013701512246875411 0.001202289358954868 0.0012181504211134257 0.0012947115755012409 0.0012169801410236627 0.0018478729622940339 0.0012144186613673655 0.0013142324831298445 0.0011273452910317405 0.0014493788115196313
leaf_count=418 211 232 506 250 138 592 273 773 256 261
internal_value=0 -0.000500393 -0.00114748 -0.000396367 0.00218865 -0.00136365 -0.00254407 -0.000502779 0.00260879 0.00197524
internal_weight=0 0.0114375 0.00921902 0.00800087 0.00221845 0.00670616 0.00485829 0.00364387 0.00244158 0.00281953
internal_count=3910 3438 2882 2376 556 2126 1534 1261 1029 472
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=15
num_cat=0
split_feature=14 52 1 52 157 14 15 47 0 48 0 15 52 49
split_gain=0.00030813 0.000162707 0.000198692 0.000245516 0.000188293 0.000211589 0.000234335 0.000262497 0.00020876 0.000352663 0.000170994 0.000129533 0.000142816 7.90578e-05
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 -0.15154999999999999 -0.072409999999999988 -0.13131999999999996 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 0.086285000000000014 -0.089879999999999974 0.024640000000000006 0.091210000000000013 -0.052649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 -6 -7 8 9 13 -3 12 -12 -8
right_child=-2 2 3 4 5 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00066390376388071604 -0.0010422328585831784 -0.0008855709877632357 0.0010626849089532217 0.00085624077482744101 -0.00073424625901338586 0.00098676680968622457 0.00053646631499339951 -0.00057727938822365308 -0.00037662817161488387 -0.00022725121391910423 -0.00066710872329383262 0.00051226297228140533 0.0001450871747860804 0.0012241080357842855
leaf_weight=0.0011441383047513581 0.0010280405265119799 0.0011318411958887789 0.0011585320385411766 0.0011850490544131091 0.0011382645010567594 0.0010763097094585597 0.0011180346643482053 0.0019622396905000575 0.001497453502862723 0.0016567662163102792 0.0015357711087632037 0.0011326300389533019 0.0016700360226081304 0.0013810203065458366
leaf_count=389 126 457 104 173 84 214 82 187 556 107 347 849 133 102
internal_value=0 3.8602e-05 8.41566e-05 0.000220903 0.000132368 4.51024e-05 0.000147164 2.85024e-05 0.000238768 0.000460512 -0.000220162 -4.65654e-05 -0.000244003 0.000916469
internal_weight=0 0.0187881 0.0176439 0.0121737 0.0110151 0.00983009 0.00869182 0.00761551 0.00565327 0.00415582 0.00547028 0.00433844 0.00320581 0.00249905
internal_count=3910 3784 3395 1609 1505 1332 1248 1034 847 291 1786 1329 480 184
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=12
num_cat=0
split_feature=41 16 1 0 484 52 2 4 160 47 16
split_gain=3.47762e-05 4.61368e-05 7.32145e-05 9.71275e-05 7.82723e-05 0.000138925 9.99833e-05 0.000135175 6.94175e-05 6.70921e-05 3.33959e-05
threshold=0.078150000000000011 -0.53257999999999994 0.10498500000000001 -0.035699999999999989 0.073820000000000011 -0.088354999999999989 0.10113500000000002 -0.0010999999999999996 -1.0000000180025095e-35 0.084155000000000021 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 -3 7 10 -4 -10 -7
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0037266956931442533 -0.003577058502271867 -0.0082078875425792962 -0.0032611715574928971 0.0079938946130508372 0.0045292742566089648 0.0076167164919286852 -0.0039557431178756331 -0.0028426468841303799 0.0063289524803228645 -0.00022599353224113326 0.0025601110063901999
leaf_weight=0.0010763815469930467 0.0010272930621173229 0.0010288958370482789 0.0010699421143910842 0.0010460686818263855 0.0010329921946896576 0.00104848759259596 0.0018463196010967699 0.001488073645613749 0.0011885308689089042 0.0013469727022359123 0.0010641816653197802
leaf_count=129 201 497 180 187 382 1044 298 319 235 119 319
internal_value=0 0.00026364 0.000616844 0.00259929 -0.000611209 -0.00143118 -0.000151123 0.00179974 0.00103413 0.00284667 0.00506963
internal_weight=0 0.0132368 0.0121605 0.00465151 0.00750895 0.00647596 0.00544706 0.00360074 0.00360545 0.0025355 0.00211267
internal_count=3910 3709 3580 721 2859 2477 1980 1682 534 354 1363
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=14
num_cat=0
split_feature=14 4 11 3 52 13 457 0 43 48 1 0 42
split_gain=0.000261854 0.000112847 0.000139589 0.000104301 0.000114377 0.00020879 0.000134489 0.000182818 0.000153676 0.000129543 0.000125021 8.99514e-05 0.000139541
threshold=0.073890000000000011 0.50541500000000006 0.081005000000000008 -0.13927999999999999 0.11401500000000002 -0.090744999999999978 -0.0015249999999999997 -0.13027499999999997 -0.074254999999999988 0.086455000000000018 0.083370000000000014 -0.053834999999999994 0.090930000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 9 11 -8 -5 12 -9
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.000532649991774045 -0.0009284897318270509 0.00065240158698629902 -0.00060451863403981703 0.00020810450724588112 -0.00042098461778701551 -0.00068869473742697691 0.00091099373920072344 -0.0001803249400497552 -0.00066462251175171882 2.872544271367341e-05 0.0010165017972410123 -0.00035752140435046107 0.00075183599599135543
leaf_weight=0.0015289745464560607 0.001016756164760226 0.0010571219159713997 0.0011895277714870636 0.0017319732933921495 0.0018567199227787776 0.0010697616939755262 0.0011540829862126565 0.0011899289885685875 0.0015733779952791962 0.0012117737818777563 0.0011182177066703866 0.0012799176432449597 0.0010955626042518968
leaf_count=104 135 228 168 190 542 230 114 579 1130 68 178 131 113
internal_value=0 5.60286e-05 1.66257e-05 6.65146e-05 1.28521e-05 8.3359e-05 -6.35331e-05 2.55815e-05 -0.000174008 0.000459103 0.000525264 4.24949e-05 0.000266511
internal_weight=0 0.0170569 0.0159998 0.0148103 0.0132813 0.0114246 0.00857441 0.00750464 0.00513879 0.00236586 0.00285019 0.00356541 0.00228549
internal_count=3910 3775 3547 3379 3275 2733 2365 2135 1953 182 368 823 692
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=14
num_cat=0
split_feature=14 4 11 3 124 160 16 12 2 457 1 2 160
split_gain=0.000207497 0.000127489 0.000148834 0.000143807 0.00013312 0.0001509 0.000121676 0.000232433 0.000183425 0.000115679 0.000175478 0.000141614 0.00024021
threshold=0.073890000000000011 0.50541500000000006 0.081005000000000008 -0.13927999999999999 -0.061329999999999989 -0.092169999999999988 0.064860000000000015 0.091405000000000014 0.097940000000000013 -0.0034949999999999994 1.0000000180025095e-35 1.0000000180025095e-35 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 9 -8 -9 -7 -11 -12 -13
right_child=-2 -3 -4 4 5 6 7 8 -10 10 11 12 -14
leaf_value=0.00051372838787858361 -0.00074430239465385231 0.00059440736817755954 -0.00057009205868642683 0.00043762130596241623 -0.00069589357350712834 -0.00043855290640681244 -0.00083746621662431628 -0.00040348276644658565 0.00057860769973270101 -0.00024230556884641724 -1.7800953990372775e-05 0.0010866152284364158 0.00010902059620576704
leaf_weight=0.0016794785659611728 0.001058765199361141 0.001107208461059459 0.0012508797971415566 0.0016679627040399559 0.0010476713630867386 0.0010018574555825666 0.0013502749011493082 0.0011731249798794495 0.0010502022805714099 0.0019840127845828981 0.0017725021337482889 0.001451797769951811 0.0014779102088375851
leaf_count=104 135 228 168 223 471 172 236 134 137 1186 489 160 67
internal_value=0 3.32615e-05 -3.4855e-06 4.17828e-05 -1.4925e-05 -7.62466e-05 -1.8601e-05 -0.000278848 6.04137e-05 0.000102368 0.000183419 0.000363045 0.000593461
internal_weight=0 0.0180149 0.0169077 0.0156568 0.0139773 0.0123094 0.0112617 0.0035736 0.00222333 0.00768808 0.00668622 0.00470221 0.00292971
internal_count=3910 3775 3547 3379 3275 3052 2581 507 271 2074 1902 716 227
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=15
num_cat=0
split_feature=14 52 52 48 50 475 4 457 150 42 133 16 1 1
split_gain=0.00024811 0.000119272 0.000151096 0.000113338 0.000168719 0.000172444 0.000114033 0.000120312 0.000111508 0.000125235 0.000112526 8.54977e-05 0.000128668 4.58474e-05
threshold=0.077685000000000018 -0.40083499999999994 -0.15154999999999999 0.12738500000000003 0.084340000000000012 -0.048844999999999993 0.28937500000000005 0.084715000000000013 0.084555000000000019 0.091330000000000008 0.083815000000000014 0.041215000000000009 0.076710000000000014 0.096230000000000024
decision_type=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 10 11 12 -7 -14
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00055453238304844284 -0.00087939970953783246 0.00065996001435626663 0.0008064621937625135 -0.0005521607708109113 -0.00063018214687585996 -0.00074734457718220334 0.00046090387830151824 0.00047120864512589366 -0.00062187940429700688 -0.00054759314731243425 0.00047986679215461622 0.00028029823258308371 0.0002847088544557645 -0.00022327374274235966
leaf_weight=0.00103540578483964 0.0010006464726057531 0.0012516967879794951 0.0010440703356509934 0.0010254160771244426 0.0010366793528801448 0.0010154287300897739 0.0018389630147201451 0.0013633019962840933 0.0011102745022427175 0.0011970295101838245 0.0016390744495474192 0.0015834171806804326 0.0010522522471043752 0.0011987623440524731
leaf_count=389 126 159 261 90 585 675 298 132 139 375 365 87 146 83
internal_value=0 3.00075e-05 6.70106e-05 1.78739e-05 5.93905e-05 0.000114201 5.39624e-05 -1.96975e-05 -9.57815e-05 -1.97842e-05 7.7582e-05 -5.83754e-05 -0.000222548 1.41862e-05
internal_weight=0 0.0173918 0.0163564 0.0151047 0.0140793 0.0130426 0.0119985 0.0101595 0.00879624 0.00768596 0.00648893 0.00484986 0.00326644 0.00225101
internal_count=3910 3784 3395 3236 3146 2561 2300 2002 1870 1731 1356 991 904 229
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=13
num_cat=0
split_feature=47 47 4 47 3 39 2 16 52 49 4 3
split_gain=3.88247e-05 9.05069e-05 6.71507e-05 6.88255e-05 5.63961e-05 8.05251e-05 7.86159e-05 8.68967e-05 8.26536e-05 8.08791e-05 4.66114e-05 3.40572e-05
threshold=0.13177500000000003 0.10783500000000001 0.28937500000000005 0.086425000000000016 0.10666500000000002 0.005105000000000001 0.094010000000000024 -0.015314999999999997 0.0033900000000000002 -1.0000000180025095e-35 -0.040469999999999999 -0.13309499999999996
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 -1 -6 -4
right_child=-2 -3 11 -5 10 -7 7 -9 -10 -11 -12 -13
leaf_value=0.00082619545101369183 -0.0031407115956072454 0.0047449034070122442 0.00012271006495686551 -0.0047229531539680417 -0.00042120707911196057 0.0028117288411829335 -0.0075995470707737392 -0.0010399066567533441 0.0036896504408589345 -0.0051899468498473999 0.0045229439901302987 0.0042067643343007511
leaf_weight=0.0013291918397150169 0.0010049054376026776 0.0011042843724975342 0.0010008427140248966 0.0010674065968453049 0.001020994402183506 0.0012318244810909252 0.0010864479595365495 0.0011120749438656955 0.0010060554586032982 0.0011208832724435272 0.0010551380423853562 0.001249116749236427
leaf_count=281 84 166 94 238 63 235 346 396 848 782 87 290
internal_value=0 0.00022128 -0.000185509 -0.000763269 -0.000291688 -0.00101018 -0.00184275 -0.0042815 -0.000291412 -0.00192613 0.00209152 0.00239007
internal_weight=0 0.0133843 0.01228 0.01003 0.00896261 0.00688648 0.00565465 0.00219852 0.00345613 0.00245008 0.00207613 0.00224996
internal_count=3910 3826 3660 3276 3038 2888 2653 742 1911 1063 150 384
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=16
num_cat=0
split_feature=14 52 376 52 48 42 50 47 1 159 12 49 2 1 4
split_gain=0.000267924 0.000158919 0.000178087 0.000233821 0.000170943 0.000177581 0.000164746 0.000167856 0.000256118 0.000158923 0.000193705 0.000144283 0.000181367 0.0001613 0.000225239
threshold=0.077685000000000018 -0.40083499999999994 0.088415000000000007 -0.15154999999999999 0.12738500000000003 -1.0000000180025095e-35 0.086465000000000014 0.09252500000000001 0.11235500000000002 0.090705000000000022 0.095295000000000019 -0.052649999999999995 0.090695000000000012 0.094485000000000013 -0.060264999999999992
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 10 11 12 -7 14 -13
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.00065880300279088624 -0.00095690232971742039 0.00082883116148272165 0.00084111669384987267 -0.00060716367991210641 -0.00076260559328417338 -0.00054219063365746082 -0.00063181574047954962 -0.00040134525150433559 0.0010077695395309385 -0.00056923476320487913 -0.00046050103243016927 0.00086591545389825089 0.00053154210502014652 0.001204796344830935 -0.00011494770975790506
leaf_weight=0.0010842871339300777 0.0010061647678400723 0.0012267623244606824 0.0010399414613823333 0.0014111428431762022 0.0010435605225494167 0.0011883887846642228 0.0010146435288888858 0.0016347959513564646 0.0013687472034943334 0.0010167452341441523 0.0012408765475880653 0.0015807763695456032 0.0010546292434529328 0.0010249115409444419 0.0017544545463918666
leaf_count=389 126 144 77 904 74 131 391 164 278 169 183 404 96 104 276
internal_value=0 4.14644e-05 8.4605e-05 3.70986e-05 -2.62436e-05 2.75305e-05 9.70737e-05 0.000159409 0.000249024 0.000131818 0.000222689 0.000351075 -3.73396e-05 0.00055089 0.000349945
internal_weight=0 0.0186847 0.0176004 0.0165604 0.0153337 0.0142901 0.012879 0.0118643 0.0102295 0.00886078 0.00784404 0.00660316 0.00224302 0.00436014 0.00333523
internal_count=3910 3784 3395 3318 3174 3100 2196 1805 1641 1363 1194 1011 227 784 680
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=15
num_cat=0
split_feature=14 124 133 48 132 42 50 52 47 1 160 43 1 4
split_gain=0.000208532 0.000102155 0.000166171 0.000114677 0.000156432 0.000187173 0.000146566 0.000178923 0.000286377 0.000133307 0.000108474 0.000165552 0.000141395 0.000247331
threshold=0.064610000000000015 0.0040150000000000003 0.098810000000000023 0.12675000000000003 0.080815000000000012 -1.0000000180025095e-35 0.084340000000000012 -0.092854999999999979 0.09252500000000001 0.11235500000000002 -1.0000000180025095e-35 -0.019509999999999996 0.094695000000000015 -0.0025899999999999994
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 -7 9 10 -9 -12 13 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 -15
leaf_value=-0.00063793041623462672 -0.00081133472107693366 0.00061117677061403868 -0.00071575644851582432 -0.00053541374186897369 0.00077640030272858385 -0.00043756756348023766 -0.00054941386636469895 -0.0001375914952132713 -0.00051126326781587709 0.00098176391626400854 0.0010045328573863384 0.00060935170325863346 0.00075461768944412577 -0.00057409687473306025
leaf_weight=0.001246990719081153 0.0010426992979399299 0.0010059126961966423 0.0010242180108961585 0.0010463924365562436 0.0010731578304692757 0.0013743110161525069 0.0010262245966753411 0.0014264984329423044 0.0013319378078516259 0.0012035089090187455 0.001307652913985585 0.0011341218985507656 0.0012059135670163812 0.0012871072741354869
leaf_count=719 138 93 579 101 222 392 350 398 140 229 159 210 74 106
internal_value=0 4.03759e-05 3.77631e-06 5.40332e-05 9.93276e-05 4.14043e-05 0.000116389 0.000182912 0.00027876 0.00041786 0.000311173 0.000440897 0.000237696 -1.97607e-05
internal_weight=0 0.0166939 0.015688 0.0146638 0.0136174 0.0125443 0.0112973 0.0102711 0.00889674 0.0075648 0.00636129 0.0049348 0.00362714 0.00242123
internal_count=3910 3772 3679 3100 2999 2777 2058 1708 1316 1176 947 549 390 316
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=12
num_cat=0
split_feature=11 3 12 160 157 13 0 151 4 12 4
split_gain=3.18437e-05 5.39113e-05 5.70998e-05 0.000110907 0.00016274 0.000138061 0.000194559 0.000160363 0.000107854 6.50941e-05 6.22254e-05
threshold=0.081005000000000008 -0.13927999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.063554999999999987 -0.083514999999999992 -0.053834999999999994 -0.0088999999999999982 -0.0021099999999999995 0.092365000000000017 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 9 7 -7 -3 -5 -9
right_child=-2 2 3 5 -6 6 -8 10 -10 -11 -12
leaf_value=0.0036222321199243586 -0.0028202344593160175 0.0066210916288320766 0.00093872107629988611 0.0071151066585550087 -0.0090935166327553146 -0.0058391270275274338 -0.0084894895863374675 4.7640312136126534e-05 -0.00095514038817944816 0.00076896070183092753 0.0053563074922163435
leaf_weight=0.0014009729892842096 0.0012296088998490226 0.0010817654044358417 0.0010007001604313587 0.0011393923620701173 0.0011559876294517854 0.0010052348736571274 0.0010188883137318208 0.0015296419360901932 0.0014707339543126047 0.001012693510840143 0.0014053479190935803
leaf_count=166 233 177 308 426 672 150 186 979 359 82 172
internal_value=0 0.000244013 -0.00015638 -0.000820703 -0.00443857 0.000276526 -0.00139525 0.000439227 0.00225571 0.00412884 0.00258957
internal_weight=0 0.0132214 0.0118204 0.00926789 0.00215669 0.0071112 0.00495911 0.00394022 0.0025525 0.00215209 0.00293499
internal_count=3910 3677 3511 2975 980 1995 1487 1301 536 508 1151
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=16
num_cat=0
split_feature=14 52 157 124 1 0 133 48 14 49 2 4 47 4 2
split_gain=0.000262678 0.000195062 0.000186975 0.000211285 0.000130212 0.000183318 0.000202528 0.00017168 0.000230912 0.000443376 0.000332662 0.000216298 0.000140871 0.000343972 6.44156e-05
threshold=0.077685000000000018 -0.40083499999999994 -0.073574999999999988 0.10143000000000002 0.076710000000000014 -0.084074999999999997 0.086895000000000014 0.12862000000000004 -0.13131999999999996 0.082865000000000008 0.11125500000000001 -0.0025899999999999994 0.09252500000000001 0.05309500000000001 0.094400000000000026
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 -6 10 11 -10 13 -13 -7
right_child=-2 2 3 -5 7 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00064794924811928389 -0.00084118915953594457 0.0006183089909816801 -0.00082775336946909689 0.00079582253559720229 -0.00052076038602323919 0.00051818998260287239 -0.0007240978649050684 -0.00057575439336626083 0.0004190053377992653 0.0013098965223057003 0.00088278299581450652 -0.00074561520522445455 -0.0007875656499575053 0.00051173811794062143 -2.9565806321950268e-05
leaf_weight=0.001186522917494332 0.0010920483058967914 0.0017704644230052717 0.0012748073848030663 0.0010075376593725654 0.0013094888963955673 0.0010639293890620308 0.0010250344883978163 0.0010765665035274976 0.001830512912560282 0.0010730441914591328 0.0013611128417848166 0.0012438894731177106 0.0012525757867973067 0.0014041141993994151 0.0016762717120457939
leaf_count=389 126 389 799 49 116 292 312 80 558 74 194 105 111 143 173
internal_value=0 3.62538e-05 8.04483e-05 2.30792e-05 -2.68568e-05 -0.00025708 -6.38653e-05 8.3114e-05 0.000157978 0.000266829 0.000109014 -7.47528e-05 -0.00030647 -7.88987e-05 0.00018311
internal_weight=0 0.0195559 0.0183693 0.0165989 0.0155913 0.00504004 0.00376524 0.0105513 0.00947474 0.00816525 0.00709221 0.00573109 0.00390058 0.002648 0.0027402
internal_count=3910 3784 3395 3006 2957 1576 777 1381 1301 1185 1111 917 359 248 465
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=11
num_cat=0
split_feature=4 49 52 13 0 43 4 3 3 4
split_gain=3.97884e-05 4.97451e-05 7.87134e-05 8.14221e-05 4.88587e-05 0.000111175 0.00010791 0.000103003 3.88802e-05 3.79692e-05
threshold=0.27020000000000005 0.092185000000000017 0.11401500000000002 -0.26418499999999995 -0.23029999999999998 -0.068454999999999988 -0.0025899999999999994 -0.075954999999999981 -0.13309499999999996 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 9 -2 -6
right_child=8 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.00455483172025253 -0.00072115430207367239 0.003465305664846425 -0.0061090738572225781 0.002755222734682481 0.00022820259065960827 -0.0016015634412419719 -0.0093990426400806428 0.0039912938581665777 0.0040384313876879767 -0.0050782972781586574
leaf_weight=0.001179433830821087 0.0011714258447534931 0.0011286502373117407 0.0010837157569037201 0.0011447856941225803 0.0010682909120163092 0.0018416027605756772 0.0011759321027432206 0.0018275382191932942 0.0017028470708922968 0.0011136088088855669
leaf_count=87 102 474 457 56 300 1093 247 198 370 526
internal_value=0 -0.000545023 -0.000978784 -0.000384232 -0.00109709 -0.00172468 -0.00464024 0.00046959 0.00209864 -0.00248016
internal_weight=0 0.0115636 0.0104349 0.00935119 0.00817176 0.00702697 0.00301753 0.00400944 0.00287427 0.0021819
internal_count=3910 3438 2964 2507 2420 2364 1340 1024 472 826
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=16
num_cat=0
split_feature=14 124 133 132 42 51 47 52 52 0 1 2 16 15 3
split_gain=0.000193351 0.000150032 0.00024316 0.000197711 0.000141656 0.000122952 0.000161576 0.000318794 0.000157112 0.000160086 0.000203587 0.000196876 0.000169992 0.000116167 0.000110221
threshold=0.073890000000000011 0.08919500000000001 0.099765000000000006 0.080815000000000012 -1.0000000180025095e-35 0.12190000000000002 0.09252500000000001 -0.092854999999999979 0.11588000000000002 -0.15007499999999999 0.094385000000000011 0.086875000000000022 -0.00083999999999999993 -0.095799999999999982 -0.072459999999999983
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 13 11 -11 -13 -9 -8
right_child=-2 -3 -4 -5 5 -7 14 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00053100265791498663 -0.00075941790530813637 0.00070587405126720272 -0.0008569672943213784 0.000718668103551435 -0.00068924743911326792 -0.0004756879397478952 9.8191741922014705e-05 -0.00036073661775609255 -0.00020958786861815829 -0.00025051629705122357 0.0011928903348118491 0.00022275982494522547 0.0012234855393822345 0.00040110609487568991 -0.00071642340635784895
leaf_weight=0.0015343739636223879 0.0010605388446980326 0.00103539286360894 0.0010315936020215714 0.0013321952708013349 0.0011660970236337916 0.0013215730501996851 0.0010125654784337561 0.0011578838639425375 0.0015386399290740795 0.0010955519244646343 0.0014444093926654798 0.0012018522924585363 0.0010381231591707341 0.001517535500504149 0.0011803904075619242
leaf_count=725 135 76 576 236 384 123 144 54 302 369 261 269 59 91 106
internal_value=0 3.57793e-05 -3.70283e-06 4.95111e-05 -9.10207e-06 4.94583e-05 0.00010564 0.000201889 0.000317428 0.000426193 0.000624783 0.000378771 0.000686549 7.13913e-05 -0.000340287
internal_weight=0 0.0186082 0.0175728 0.0165412 0.015209 0.0136746 0.012353 0.0101601 0.008994 0.00745536 0.00477994 0.00333553 0.00223998 0.00267542 0.00219296
internal_count=3910 3775 3699 3123 2887 2162 2039 1789 1405 1103 958 697 328 145 250
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=15
num_cat=0
split_feature=14 11 3 2 457 16 3 157 2 1 2 1 0 43
split_gain=0.000255433 8.41554e-05 8.64998e-05 0.000316939 0.000173212 0.000150702 0.000151444 0.000136467 0.000141966 0.000194624 0.000141972 0.00013233 9.89563e-05 9.54217e-05
threshold=0.073890000000000011 0.088315000000000018 -0.100615 0.10274500000000002 -0.0034949999999999994 -0.50388999999999984 -0.078669999999999976 -0.072409999999999988 0.10571000000000001 0.11368000000000002 0.091985000000000011 0.095575000000000007 -0.014809999999999999 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 -6 -7 -8 10 -10 11 -9 -1 -13
right_child=-2 -3 4 -5 5 6 7 8 9 -11 -12 13 -14 -15
leaf_value=0.00031948398996108654 -0.00087450349036687362 -0.00044325618006272433 -0.00067312190898941807 0.0010445405972177425 0.00067746912281013813 -0.00065560496814051931 0.0006526380723413151 -0.000548010729945335 -0.00073951178156887037 0.00021409032437963191 0.00056588197845078335 -0.00021029218074567163 -0.00041741142640995538 0.00047152773808553791
leaf_weight=0.0010782029892646358 0.0010292570004125498 0.0010826459674309055 0.0011019666894816873 0.001223880458987886 0.0011378258681407653 0.001013200678435403 0.0011073877719512152 0.001139281246828661 0.0016083215355153983 0.0011632539007110309 0.0017823930328697787 0.0011417963132005623 0.0012309595467188119 0.0014950990780703858
leaf_count=162 135 125 295 120 178 1389 153 265 240 176 300 128 64 180
internal_value=0 3.61447e-05 6.81365e-05 0.000313906 -2.85861e-07 6.36947e-05 -3.13009e-06 6.69187e-05 -1.09453e-05 -0.000339277 0.000152765 -4.22301e-05 -7.33374e-05 0.000176294
internal_weight=0 0.0173062 0.0162236 0.00353304 0.0126905 0.0115886 0.0104507 0.00943753 0.00833015 0.00277158 0.00555857 0.00377618 0.00230916 0.0026369
internal_count=3910 3775 3650 346 3304 3009 2831 1442 1289 416 873 573 226 308
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=16
num_cat=0
split_feature=14 1 4 13 3 47 0 52 0 12 12 2 16 0 4
split_gain=0.000422409 0.000206319 0.000218146 0.000179591 0.000199094 0.000209626 0.000307199 0.000237155 0.0002406 0.000185633 0.000172137 0.000170473 0.000158704 0.000141097 9.77905e-05
threshold=0.077685000000000018 0.076710000000000014 -0.084009999999999987 -0.090394999999999989 -0.10315499999999998 0.09252500000000001 -0.074249999999999997 -0.074484999999999982 -0.090939999999999979 0.088285000000000016 0.085185000000000025 0.106285 -0.057604999999999996 -0.15007499999999999 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 9 -5 7 -7 13 12 -3 -4 14 -9 -6 -1
right_child=-2 3 10 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00052321263951697291 -0.0011032410021635955 0.00099062681866797617 -0.0011437775697676715 0.00061785608581184826 -0.00068382239170796332 -0.0011934115222081915 4.3071784989386571e-05 0.0003048892621144375 -0.00035048688552240384 9.2173520674578136e-06 -0.00024502393312307331 0.00067232540943846586 0.0011206724541261124 0.00018498000965149456 0.00022457376889791321
leaf_weight=0.0012234345542421962 0.0010533100883891441 0.0015283670856278799 0.0010558200406682915 0.0017876203187779964 0.0013446772892962144 0.0010573180753014151 0.0015818255423412086 0.0017949291098015713 0.0010133820114426552 0.0010093009827859059 0.001849499774175512 0.0010850543541811586 0.0012946279611356654 0.0010498828331762244 0.0010043788700113661
leaf_count=47 126 247 401 230 38 150 103 139 490 100 1181 29 46 250 333
internal_value=0 5.11139e-05 -0.000216437 0.000174698 7.58337e-05 -3.02152e-05 -0.0004523 0.000141226 0.000400428 0.000600293 -0.000571639 9.50688e-05 0.00064673 -0.0003029 -0.000186083
internal_weight=0 0.0196801 0.00621819 0.0134619 0.0109243 0.00913664 0.00263914 0.0064975 0.00410294 0.00253767 0.00290532 0.00331287 0.00308956 0.00239456 0.00222781
internal_count=3910 3784 1991 1793 1446 1216 253 963 675 347 1582 409 185 288 380
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=10
num_cat=0
split_feature=147 11 3 16 1 15 1 51 0
split_gain=3.67139e-05 7.87003e-05 8.18547e-05 7.59525e-05 7.85097e-05 0.00010261 0.000102584 6.84933e-05 4.36375e-05
threshold=0.089245000000000005 0.081005000000000008 -0.12008499999999998 -0.30307999999999996 0.094485000000000013 -0.0058549999999999991 0.11183500000000002 -0.07742499999999998 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8 -7
right_child=-2 -3 3 4 6 8 7 -9 -10
leaf_value=0.0038868984920440645 0.0032803538517477649 -0.005102286736248407 -0.0044951742892221135 -0.0049562560090707216 0.0059891910305858 0.0029941299593457204 -0.0033788743396790449 0.0023542832137260872 -0.0018919982867144254
leaf_weight=0.0017910629591284541 0.0011165982314235148 0.0011211779088243926 0.0014669231551668284 0.0019093164583296241 0.0014898453198370762 0.0014641963097945904 0.0012972912119500815 0.0017678403304731381 0.0011894443018535957
leaf_count=191 159 225 343 1022 333 1204 106 229 98
internal_value=0 -0.000294943 0.000140571 -0.000493345 0.000150482 -0.0016063 0.00191035 -7.22276e-05 0.000804015
internal_weight=0 0.0134971 0.0123759 0.0105849 0.00911793 0.00456296 0.00455498 0.00306513 0.00265364
internal_count=3910 3751 3526 3335 2992 2324 668 335 1302
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=11
num_cat=0
split_feature=4 151 0 4 48 13 51 13 3 1
split_gain=3.92978e-05 5.17607e-05 8.71777e-05 8.68779e-05 7.48889e-05 8.58506e-05 8.50224e-05 9.28637e-05 4.72633e-05 3.396e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.15007499999999999 -0.0021099999999999995 0.091185000000000002 -0.10939499999999998 -0.089214999999999989 -0.028919999999999998 -0.032959999999999996 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -7 -8 -9 -2
right_child=9 2 4 -5 -6 6 7 8 -10 -11
leaf_value=-0.0021092139260965805 -0.00036254706481784197 -0.0052325224537916751 0.0030857400495641206 0.0056442455261205256 0.0047298764886533392 0.0018980865573280678 -0.0087606811223670013 -0.0039121793586878693 0.0014467404172079856 0.003923670861292276
leaf_weight=0.0010249912945244685 0.0012884003166279132 0.001690733304940838 0.0015135363234025185 0.0012426216085253553 0.0010048778308617608 0.001397766862682422 0.0010541281687684876 0.0016737103207330331 0.0010353227284343311 0.001624042683532526
leaf_count=418 146 182 112 138 266 349 1106 773 94 326
internal_value=0 -0.000533057 -0.00117985 0.00213958 -0.000287587 -0.00104299 -0.00225382 -0.00379598 -0.00186414 0.00202754
internal_weight=0 0.0116377 0.00937008 0.00226761 0.00767934 0.00667446 0.00516093 0.00376316 0.00270903 0.00291244
internal_count=3910 3438 2882 556 2700 2434 2322 1973 867 472
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=11
num_cat=0
split_feature=51 15 15 0 1 0 151 12 4 43
split_gain=3.66906e-05 7.95025e-05 8.63119e-05 6.75598e-05 0.000109094 0.000107993 9.6013e-05 7.68963e-05 9.07488e-05 4.51278e-05
threshold=0.12190000000000002 -0.24219999999999997 -0.11739999999999999 -0.10575999999999998 0.10786000000000001 -0.070894999999999986 -0.0074049999999999993 -0.036459999999999992 -0.23071499999999998 -0.076179999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 -7 -9 -10
right_child=-2 2 3 5 -6 7 -8 8 9 -11
leaf_value=0.0047877935720348928 -0.0037875787866942334 -0.005684292553813068 0.0047551118590453117 -0.0053829389108954748 0.0079936478907210815 -0.0045198651247616104 -0.0037050848783034187 -0.001479097520145479 0.0021034882403471707 0.0082228230862306396
leaf_weight=0.0015759745610963377 0.0010889343359671263 0.0012222356326781628 0.0011112913307633476 0.0018277129140326642 0.0011798885434799386 0.0010403662644311194 0.0013565195044993117 0.0018713971331360789 0.0011981000743310349 0.0010126322897404602
leaf_count=302 220 279 113 1899 111 101 218 225 180 262
internal_value=0 0.0002856 -0.000314676 0.000304592 0.00265644 -0.000929738 0.000104666 0.000659169 0.00197909 0.00490647
internal_weight=0 0.0133961 0.0118201 0.0105979 0.0036477 0.00695021 0.00246781 0.0051225 0.00408213 0.00221073
internal_count=3910 3690 3388 3109 442 2667 331 768 667 442
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=17
num_cat=0
split_feature=14 133 48 50 2 160 48 1 0 0 2 12 13 4 3 0
split_gain=0.000392737 0.00023859 0.00018792 0.000240884 0.00025935 0.000211507 0.000178901 0.000150272 0.000184651 0.000107286 0.000172904 0.000163328 0.000140431 0.000124034 0.000248316 8.74953e-05
threshold=0.077685000000000018 0.10599500000000002 0.12675000000000003 0.09660500000000001 0.10274500000000002 0.092810000000000017 0.092755000000000018 0.11198000000000001 0.076335000000000014 -0.13027499999999997 0.086315000000000017 0.093125000000000013 -0.084184999999999996 -0.076854999999999993 -1.0000000180025095e-35 -0.070894999999999986
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 9 7 8 -6 10 -1 12 -11 -14 -15 -13
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 11 -12 15 13 14 -16 -17
leaf_value=0.0010393017106911859 -0.0010731351660797643 -0.00077428939699191921 -0.00056417286786191834 -0.0006911015751281265 -0.00023206717081685946 -0.00072280339126487147 0.0012108014273846358 0.00092031058178431737 0.00074332202614467793 -0.00069930863425347618 1.6668261320004644e-05 -2.2877726338623841e-05 0.0004070180580912776 -0.00075107480257536577 0.000337677865153824 0.00064318057958252794
leaf_weight=0.001017316179822811 0.0010610234452244618 0.0010693092622266398 0.0012816313832035844 0.0010399915792762065 0.001670395880570608 0.0010331393853103702 0.0010707492631295001 0.0011561184337096999 0.001029325971174444 0.0011557238549328754 0.001162460183254499 0.0010197972993042969 0.0016273916085435339 0.0014194682068389896 0.0013328299598187737 0.0017711592245905905
leaf_count=52 126 542 105 383 340 194 97 205 88 496 85 213 479 373 43 89
internal_value=0 5.80177e-05 0.000105389 0.000154409 0.000207812 5.92648e-05 0.000555745 0.000373839 0.000139821 0.000136171 0.000493938 4.25101e-05 -0.000137639 1.05757e-05 -0.000223835 0.000399807
internal_weight=0 0.0198568 0.0187875 0.0175059 0.0164659 0.0115393 0.00492659 0.00385584 0.00269972 0.0105061 0.00217978 0.00832637 0.00553541 0.00437969 0.0027523 0.00279096
internal_count=3910 3784 3242 3137 2754 2024 730 633 428 1830 137 1693 1391 895 416 302
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=14
num_cat=0
split_feature=14 11 157 43 48 0 43 15 49 13 3 0 1
split_gain=0.000378846 9.8787e-05 9.98471e-05 0.000127592 0.000220578 0.00021298 0.000226295 0.000176447 0.000123386 0.000121448 0.000175223 0.000268013 8.82258e-05
threshold=0.077685000000000018 0.088315000000000018 -0.073574999999999988 -0.069494999999999987 0.086665000000000006 -0.017269999999999997 -0.080569999999999989 -1.0000000180025095e-35 0.093425000000000022 -0.15078499999999997 0.11818000000000002 -0.23029999999999998 0.095575000000000007
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 9 -5 11 -11 -13
right_child=-2 -3 3 8 -6 -7 -8 -9 -10 10 -12 12 -14
leaf_value=0.00049386453873123464 -0.0010710058565128065 -0.00047061880004410699 -0.00099772875400719481 0.00019436427917142676 0.00088913043233650407 0.00067967271700500439 0.00049730790911471558 2.3184671364186182e-05 0.0003693320820021852 0.00055624788558086022 -0.00096007395445633849 -0.00067467240175721622 -9.9474652577192496e-05
leaf_weight=0.0016924566401538251 0.0010022906473884782 0.0010742840072284201 0.0011306621042028273 0.0019966706014960239 0.0013030759878113222 0.0012465026873487856 0.0010301107817266664 0.0010117064194887636 0.0015334194636349016 0.0012035534035188546 0.0010759695040927775 0.001890074418338902 0.0015153421404289747
leaf_count=472 126 125 372 163 243 91 284 270 265 64 58 1148 229
internal_value=0 5.13276e-05 8.50459e-05 3.87244e-05 0.00024702 5.76735e-05 -0.000186717 -0.000515615 -9.06164e-05 -0.000182432 -0.000314771 -0.000164125 -0.000418721
internal_weight=0 0.0177038 0.0166295 0.0149371 0.00572206 0.00441898 0.00317248 0.00214237 0.00921503 0.00768161 0.00568494 0.00460897 0.00340542
internal_count=3910 3784 3659 3187 1260 1017 926 642 1927 1662 1499 1441 1377
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=12
num_cat=0
split_feature=47 47 51 4 12 4 1 12 16 16 3
split_gain=3.17802e-05 7.25695e-05 6.20035e-05 8.13747e-05 7.25003e-05 9.72899e-05 0.000131509 0.000143612 7.39698e-05 6.40621e-05 3.69327e-05
threshold=0.13177500000000003 0.10783500000000001 0.11355500000000002 0.28937500000000005 0.098845000000000016 0.055260000000000011 0.095575000000000007 0.090840000000000018 -0.083564999999999987 -0.53492499999999987 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -5 -10
right_child=-2 -3 -4 9 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0014768768260180116 -0.0033097324762064724 0.004991531070826046 -0.0045470809178599601 0.00033380954901843544 -0.0048560331555319277 -0.0045085453091811773 0.0060850278785576925 0.0057020212299650486 -0.002035431540139479 0.0071900902920598664 -0.0066973814993758051
leaf_weight=0.0014088883234488498 0.001018851491173923 0.0010987241328952865 0.0011113439221557839 0.0010258504840224142 0.0012519765795277913 0.0013898785996916269 0.0015309456538211289 0.0011343738291879207 0.0014881668210390568 0.0010106288712835544 0.0011070607144297803
leaf_count=483 84 166 223 89 410 286 368 475 882 278 166
internal_value=0 0.000229777 -0.000190145 0.000236552 -0.000528886 0.000143316 0.00111274 -0.000368686 -0.00208853 0.00373633 -0.00402411
internal_weight=0 0.0135578 0.0124591 0.0113478 0.00931129 0.00805931 0.00666944 0.00513849 0.00400412 0.00203648 0.00259523
internal_count=3910 3826 3660 3437 3070 2660 2374 2006 1531 367 1048
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=15
num_cat=0
split_feature=14 124 4 47 131 132 14 0 1375 1 16 13 3 3
split_gain=0.000260064 0.000111642 0.000161159 0.00014466 0.000151771 0.000175362 0.000158824 0.000193679 0.000154298 0.000179705 9.84087e-05 0.000118783 0.000119956 7.714e-05
threshold=0.073890000000000011 0.0049200000000000008 -0.49837999999999999 0.11926500000000002 0.089305000000000009 0.079995000000000011 -0.13131999999999996 -0.10575999999999998 -1.0000000180025095e-35 0.090820000000000012 -0.27337499999999998 -0.083514999999999992 -0.036619999999999993 0.10666500000000002
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 -9 -12 -13 -11
right_child=-2 -3 3 -5 -6 -7 7 10 9 13 11 12 -14 -15
leaf_value=-0.00064481700239551749 -0.00091201475902685412 0.00063105180707041396 -0.00050425643951132178 -0.00057200586712618433 -0.00058032488574715662 0.00090213066160888292 -0.00014775643500783463 0.000399300893178606 0.0001159730794478164 0.0012521151691375068 0.00017399772240622401 -0.00080831028060206612 2.2096327036672001e-05 0.00057434296307155841
leaf_weight=0.0012078649217961415 0.0010345599780219447 0.0010322363543262608 0.001312677974445787 0.0011504198772745453 0.0010060204277375162 0.0010143221026322593 0.0011569452622615939 0.0012067742241311475 0.0014596040991458458 0.001261144212013468 0.0017051788353911195 0.0014220942166372373 0.0010197240227672526 0.0010510794597158868
leaf_count=173 135 90 125 132 471 166 58 141 129 101 726 1229 125 109
internal_value=0 4.21326e-05 4.07641e-06 5.71562e-05 0.000110316 0.000165417 0.000100971 0.000178235 0.000442525 0.000623584 -6.50752e-05 -0.000200208 -0.000461525 0.000944017
internal_weight=0 0.0170061 0.0159738 0.014766 0.0136156 0.0126095 0.0115952 0.0102825 0.00492877 0.00377183 0.00535377 0.004147 0.00244182 0.00231222
internal_count=3910 3775 3685 3512 3380 2909 2743 2618 397 339 2221 2080 1354 210
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=11
num_cat=0
split_feature=49 3 12 2 43 2 3 1 2 16
split_gain=3.38286e-05 0.000154955 0.000106765 0.000101629 0.000252494 0.000104433 9.72279e-05 0.000103694 5.12058e-05 2.08915e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.080120000000000011 0.092745000000000008 -0.074254999999999988 0.10393500000000001 0.10856000000000002 0.10386500000000001 0.096970000000000015 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 8 -2 -8
right_child=2 -3 3 5 -6 -7 9 -9 -10 -11
leaf_value=0.0054102810232207598 0.0031703540733042487 -0.0022887350724027427 -0.00023730721636828369 0.0046778542340573208 -0.012336218189623088 -0.0039637219956231333 -0.00025500320983917117 0.0083726533855382843 -0.0023511657976297965 -0.0040081713284583036
leaf_weight=0.0019329790421054923 0.0016665385584540148 0.0019737495421667762 0.001555326504326921 0.0010671376626819385 0.0011001431348219501 0.0010234709983740391 0.0011656729008171184 0.0010055802302464342 0.0010063112674777025 0.0010559262749660903
leaf_count=350 214 209 766 347 1063 407 138 226 112 78
internal_value=0 0.0015206 -0.000582206 -0.00274027 -0.0052498 0.000447315 0.00115377 0.00308199 0.00109154 -0.00203888
internal_weight=0 0.00390673 0.0106461 0.00474608 0.00265547 0.00209061 0.00590003 0.00367843 0.00267285 0.0022216
internal_count=3910 559 3351 2583 1829 754 768 552 326 216
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=12
num_cat=0
split_feature=52 376 43 13 4 47 1 48 160 2 13
split_gain=3.34982e-05 7.00957e-05 5.11905e-05 0.000102087 9.66915e-05 0.000118696 7.75756e-05 0.000109562 9.46206e-05 8.15125e-05 4.02465e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 0.17936000000000002 -0.23071499999999998 0.09252500000000001 0.076710000000000014 0.085875000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 -6 8 -8 -10 -2
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0036009940845661208 0.0020432005759046701 0.0056801816639584397 -0.0068098279067740691 -0.003303607437406454 -0.0039896486310261204 -0.0063589263324832224 -3.3929553183132995e-05 -0.0025552749825421693 0.0031014446200169281 0.011269546665788941 0.008201508048561958
leaf_weight=0.0011395757888400535 0.0010039924491233513 0.0010516911952503398 0.001176889603098751 0.0010284450023292542 0.0012168713725335106 0.0012282544319185086 0.0015814191839824514 0.0016912366454834822 0.0012563950360447095 0.0010733329026219802 0.0010071376327675081
leaf_count=425 351 130 133 182 1187 220 294 148 365 161 314
internal_value=0 0.00028728 -0.000175186 0.0022746 -0.000982427 -0.000130212 0.000991676 0.00207365 0.00407526 0.00686458 0.00512717
internal_weight=0 0.0133157 0.012264 0.00303958 0.0092244 0.00804751 0.00681926 0.00560238 0.00391115 0.00232973 0.00201113
internal_count=3910 3485 3355 847 2508 2375 2155 968 820 526 665
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=16
num_cat=0
split_feature=14 11 13 132 1 157 484 52 3 3 1 4 4 52 52
split_gain=0.000344582 0.000100761 0.000115321 0.000169775 0.000167403 0.000126691 0.000206648 0.000154176 0.000223309 0.000139266 0.000130219 0.000110745 0.000216862 5.36321e-05 2.5728e-05
threshold=0.077685000000000018 0.088315000000000018 -0.090744999999999978 0.079995000000000011 0.090475000000000014 -0.081344999999999987 1.0000000180025095e-35 0.10701500000000001 0.11265500000000002 -0.115685 0.10386500000000001 -0.043059999999999994 0.0057500000000000008 0.048490000000000012 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 13 -4 7 8 9 -7 11 -11 -13 -1 -12
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 14 12 -14 -15 -16
leaf_value=-0.00027387469044045493 -0.0010336081151014866 -0.00049123565014424705 0.00054905678178725431 0.00069277118547051298 0.00078374461065384179 -0.0006303660799542105 -0.00089568592098433449 0.00046130689109264675 -0.00089789167539008614 0.0003576591054802469 0.00062439351471614438 -0.000830943736108715 0.00020488616163664476 0.00028705775768520268 0.00022844615152519857
leaf_weight=0.0010393333234421922 0.0010280237915914472 0.0010806933514873043 0.0010057937980899557 0.001054560503826016 0.0016795394483575272 0.0010575769943390861 0.0010279469470302867 0.0016590664079110329 0.0011143629823819889 0.0011204064002655486 0.0011422879808915421 0.0013485797849019632 0.0013050640344487345 0.0012110573930101814 0.0010187896884522631
leaf_count=143 126 125 301 284 261 105 333 344 83 783 141 360 251 148 122
internal_value=0 4.48997e-05 7.94198e-05 -3.60302e-06 0.00035098 -6.58383e-05 -0.000123134 -4.18184e-05 -0.00014478 -2.47638e-05 8.31482e-05 -0.000119893 -0.000321522 2.79935e-05 0.000437733
internal_weight=0 0.0178651 0.0167844 0.0128544 0.00392993 0.0117999 0.0107941 0.00976613 0.00810707 0.0069927 0.00593513 0.00377405 0.00265364 0.00225039 0.00216108
internal_count=3910 3784 3659 3107 552 2823 2522 2189 1845 1762 1657 1394 611 291 263
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 48 3 0 49 51 15 52 47 0
split_gain=0.000272622 0.000128967 0.00015044 0.000197515 0.000193889 0.000179653 0.000188875 0.000182783 0.000195302 0.000237888 0.000206027 0.000160047 0.000149233 8.74235e-05 8.25956e-05
threshold=0.077685000000000018 0.091025000000000009 1.0000000180025095e-35 0.088850000000000026 -0.0043499999999999988 -0.0089849999999999982 0.11930500000000001 -0.13309499999999996 -0.053834999999999994 -0.085974999999999982 -0.082264999999999991 -1.0000000180025095e-35 -0.074484999999999982 0.091340000000000018 -0.15137999999999999
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 11 9 -9 -11 -7 -12 14 -14
right_child=-2 -3 -4 -5 5 6 -8 8 -10 10 12 -13 13 -15 -16
leaf_value=-0.00074410554082550656 -0.0009329235447770594 0.00069049491561619175 0.00053822400859187343 -0.00076490643470656814 -0.00065685180977384408 0.0011511658626369506 -0.0005705541170599735 -0.00060090011656898507 -0.0004880055540543366 0.0011067164382232196 -0.00031117325806946682 0.00015664221499206576 0.00089265088326762184 -3.4151423054034403e-05 0.00025640390850488351
leaf_weight=0.0010717478740484834 0.0010264323255974725 0.0010007440440761494 0.0016563427706028254 0.0012085513607132713 0.0010628179635354682 0.0011746468633155871 0.0011746731719954892 0.0010403123390568259 0.0016280427688317193 0.001034577212815458 0.0014049562018431565 0.0010428952143417556 0.001363885748447923 0.0011696915110915454 0.0014236731166612816
leaf_count=441 126 73 286 761 171 98 85 91 204 173 155 125 72 73 976
internal_value=0 4.54318e-05 8.45235e-06 -4.70829e-05 1.23696e-05 7.23356e-05 0.000134547 0.000207958 9.16416e-05 0.000218531 0.000351796 0.000683448 0.000206142 0.000389807 0.000567704
internal_weight=0 0.0184576 0.0174568 0.0158005 0.0145919 0.0135202 0.0124574 0.0112827 0.00906514 0.0074371 0.00639678 0.00221754 0.00536221 0.00395725 0.00278756
internal_count=3910 3784 3711 3425 2664 2223 2052 1967 1744 1540 1449 223 1276 1121 1048
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=15
num_cat=0
split_feature=14 52 157 48 14 2 0 0 0 16 457 3 3 0
split_gain=0.000270245 0.000110546 0.000130951 0.000126039 0.000171384 0.000309052 0.000292681 0.000216766 0.000176439 0.00018392 0.000127954 0.000125676 0.000123319 0.000117747
threshold=0.073890000000000011 -0.40083499999999994 -0.062769999999999979 0.12675000000000003 -0.13131999999999996 0.10910500000000002 0.15480500000000005 -0.17106499999999999 -0.06402999999999999 -0.114825 0.084515000000000021 -0.075404999999999986 -0.077894999999999978 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 9 12 13 -10 -6 -11
right_child=-2 2 3 -5 5 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.00053258477678586567 -0.00090020111968540297 0.00054430772569701513 -0.00057811455373734961 -0.00059871682067947577 -0.00017713915062874956 0.0012987352598912089 -0.00092374714104599947 0.00026051138959475137 0.00089753613588902453 -0.0001625278640152698 0.00017271634329831326 0.00012979129221110541 0.00064340392751445431 -0.00095729037479315828
leaf_weight=0.0010445492174519641 0.001065734197877837 0.0017457983918098266 0.0012392522521737373 0.0010075585758203909 0.001059766675905524 0.0010734770767564291 0.0010562274351269682 0.0017127306387860345 0.0012123774807477616 0.0011513838760523207 0.0010422700000373569 0.0016543361393705431 0.0013884229137828474 0.0013049942997804798
leaf_count=389 135 427 112 97 170 75 49 334 78 108 111 129 185 1511
internal_value=0 3.90557e-05 7.4921e-05 1.99343e-05 6.47934e-05 0.000127746 -2.26549e-05 0.000660521 8.53332e-05 -9.26178e-05 -0.000359103 0.000454482 0.000288209 -0.000584759
internal_weight=0 0.0176931 0.0166486 0.0149028 0.0138952 0.012656 0.00986978 0.00278621 0.00881355 0.00594684 0.00349865 0.00286671 0.00244819 0.00245638
internal_count=3910 3775 3386 2959 2862 2750 2341 409 2292 2085 1730 207 355 1619
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=12
num_cat=0
split_feature=2 49 3 49 51 157 2 2 12 16 0
split_gain=3.44164e-05 0.000135462 8.1716e-05 8.90074e-05 9.89824e-05 0.000103584 9.38476e-05 7.65947e-05 0.000111725 9.15993e-05 3.95606e-05
threshold=0.11542500000000001 0.0052300000000000011 0.13772500000000001 0.024250000000000004 0.08955500000000001 -0.077044999999999988 0.10113500000000002 0.086875000000000022 0.10333000000000002 -0.08755499999999998 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.0048764559300664024 0.0060983534795020049 -0.0032103830595205545 0.0047057228737800222 0.0042532995791067377 -0.0071997860764694867 -0.0087997508699145972 -0.0065195964563367573 0.0027311672453019581 0.0032222389878758229 -0.0044023127194116086 0.0011997629087807014
leaf_weight=0.0010973724030427538 0.0014671390483586885 0.0011106833593558711 0.0011174525189229312 0.0011631577545264506 0.0011400266140265654 0.0010989545157550403 0.0013591024861076134 0.001856843568667021 0.0011434295811135753 0.001018128682009294 0.0010207814716550994
leaf_count=249 373 201 84 589 260 380 257 610 87 716 104
internal_value=0 0.00208758 -0.000473064 -0.00100409 -0.00163228 -0.000893782 -0.00173837 -0.000679717 -0.00215905 -0.00411998 -0.00159763
internal_weight=0 0.00257782 0.0120152 0.0108978 0.00973464 0.00859461 0.00749724 0.00613814 0.00428129 0.00313786 0.00203891
internal_count=3910 574 3336 3252 2663 2403 2154 1897 1287 1200 820
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=16
num_cat=0
split_feature=14 50 47 1 12 47 48 0 16 0 133 13 0 52 16
split_gain=0.000351525 0.000115987 0.000174322 0.000164041 0.000192876 0.000189736 0.000215773 0.000221903 0.000219817 0.000133469 9.11933e-05 6.92718e-05 0.00014594 6.33202e-05 3.49926e-05
threshold=0.077685000000000018 0.10625000000000001 0.13206500000000002 0.076710000000000014 0.10297500000000001 0.09252500000000001 0.085790000000000019 -0.087614999999999985 -0.094359999999999986 -0.089879999999999974 0.086975000000000011 0.11596500000000001 -0.014809999999999999 -0.014099999999999998 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 13 -8 -1 11 12 -11 -5 -15
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00066932032714984502 -0.0010502507172705591 -0.00050682934212088152 -0.00063529676238482805 0.00044921863588332373 0.00090584963259374846 -0.00037383577199180668 -0.00071731745981921903 -7.048061031734472e-05 0.00032131904832635537 0.00046203957943458974 -0.00037565951414998168 0.00053256838666113332 -0.00050819315460106978 0.00075657739064929072 0.0012229892290354623
leaf_weight=0.0011295552462875268 0.0010017908630558367 0.0011430221872946551 0.0010245850526086611 0.0010948898941307295 0.0013631960951851199 0.0016826865897258134 0.0011204429640949698 0.0013598912736660067 0.0016581844214160601 0.0010353081101256889 0.0013180550955423217 0.0012101319519914992 0.0010001855579309178 0.0010729711432303519 0.0010389032896542813
leaf_count=430 126 411 53 93 147 185 55 648 174 733 527 65 42 167 54
internal_value=0 5.1851e-05 8.91754e-05 0.000135325 0.000270735 0.000174834 0.000300526 0.000542706 -9.74967e-05 -0.000111822 2.6164e-05 0.000189345 -1.47061e-05 0.00080274 0.000986021
internal_weight=0 0.018252 0.017109 0.0160844 0.0103912 0.00902797 0.00734528 0.00456666 0.00277863 0.00569324 0.00456368 0.00324563 0.00203549 0.00320676 0.00211187
internal_count=3910 3784 3373 3320 1523 1376 1191 962 229 1797 1367 840 775 314 221
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=14
num_cat=0
split_feature=14 52 1 157 14 15 39 47 48 0 4 43 16
split_gain=0.000230419 0.000120625 0.000142169 0.000188222 0.000180061 0.000262675 0.000144693 0.000292533 0.000243634 0.000203882 0.000122425 5.25042e-05 4.49801e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 -0.073574999999999988 -0.13131999999999996 -0.14868999999999996 0.085060000000000011 0.09252500000000001 0.085875000000000021 -0.10575999999999998 -0.084009999999999987 -0.091114999999999988 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 -5 -6 7 8 9 -7 11 -3 -12
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0005213285783513843 -0.00077960856774324857 -0.00021044422956848698 0.0008117818077133705 -0.00048959477741222703 0.0010161079297779359 0.00096487159597721946 0.00063919770936082397 -0.00066965960220072198 -0.00028649585645816513 7.1673731721618819e-05 -0.00067875115818381501 0.0002688147650263233 -0.00021013638502094024
leaf_weight=0.0010420062882684515 0.0010556815389978621 0.0010776010704162398 0.0012465148227469866 0.0012794117989655658 0.0010066144345306349 0.0014128138070396991 0.0011730934267045069 0.0015102376635261414 0.001909862654699529 0.0015744468790428756 0.0011683210041090963 0.0017440201907615248 0.0012200966304948754
leaf_count=389 135 129 192 119 217 108 156 171 117 519 878 275 505
internal_value=0 4.17574e-05 7.77029e-05 0.00018678 0.000107819 0.000196829 8.80364e-05 -1.28731e-05 0.000189675 0.000494108 -0.000154959 8.57817e-05 -0.000439365
internal_weight=0 0.017365 0.016323 0.011113 0.00986648 0.00858707 0.00758045 0.00640736 0.00489712 0.00298726 0.00521004 0.00282162 0.00238842
internal_count=3910 3775 3386 1599 1407 1288 1071 915 744 627 1787 404 1383
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=17
num_cat=0
split_feature=14 133 158 50 48 13 48 48 475 1 160 4 1 1 16 0
split_gain=0.000452881 0.000257495 0.000168699 0.000214471 0.000274484 0.00018546 0.000202829 0.00012688 0.000114727 0.000105913 0.000151519 0.000133428 0.000223303 0.000152078 0.000292937 3.67632e-05
threshold=0.077685000000000018 0.10599500000000002 0.085745000000000002 0.10119500000000002 0.11930500000000001 -0.10241499999999999 0.082070000000000018 0.093225000000000016 -0.048844999999999993 0.12485500000000001 -1.0000000180025095e-35 -0.084009999999999987 0.079355000000000023 0.10561500000000001 -0.095109999999999986 -0.095584999999999989
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 15 8 -7 10 -10 -12 -13 14 -14 -1
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11 11 12 13 -15 -16 -17
leaf_value=0.00080256226298142531 -0.0012248336306657063 -0.00089109282396583752 -0.00061470046077435338 -0.00069100799986849854 -0.00066652375473075318 0.00067919301485133438 6.6620458142227276e-06 0.00077815260594398623 -0.00071247776094710566 0.00050514305879259579 0.0005252215038822689 -0.000864297723966975 0.001191363682948711 -0.00039429846311524771 -0.00012085826688216857 0.0013229262869202331
leaf_weight=0.0010008879989732086 0.0010728037724778974 0.0010001497280053657 0.0011122332653071615 0.0010332236615617973 0.0012134225398994355 0.0011661046049295703 0.0010084864234807082 0.001165498762779796 0.0010951628790566107 0.0015212663669415321 0.0016970440180443169 0.0011006198099535328 0.0010208016863311187 0.0014297717312943235 0.00163652898832925 0.0010059871981025247
leaf_count=100 126 542 342 360 95 323 89 155 342 104 314 566 67 102 223 60
internal_value=0 5.85702e-05 0.000110737 0.000157936 0.000212548 0.000284387 0.000709978 0.000175934 0.000110136 4.02939e-05 -4.83234e-05 5.7324e-05 -9.5738e-05 0.000111228 0.000383226 0.00106341
internal_weight=0 0.0192072 0.018207 0.0170948 0.0160616 0.0148482 0.00301536 0.0118328 0.0106673 0.0095012 0.00797993 0.00688477 0.00518772 0.0040871 0.00265733 0.00200688
internal_count=3910 3784 3242 2900 2540 2445 249 2196 2041 1718 1614 1272 958 392 290 160
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=12
num_cat=0
split_feature=484 1 12 148 133 52 12 2 12 2 15
split_gain=3.58765e-05 4.62686e-05 7.31585e-05 6.7957e-05 7.64243e-05 0.000110161 0.000103052 0.000106322 0.000153629 0.000151602 9.59863e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -1.0000000180025095e-35 0.088850000000000026 0.11262000000000001 0.097345000000000015 0.091985000000000011 0.084100000000000022 0.11203000000000002 -0.024209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 10 -9 -5
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0035397063955629896 -0.0044321069808718229 0.0037725692241395445 -0.0050029167497808507 -0.0016508076478127486 -0.0041180980864430373 -0.0038766117903868322 0.0077596831788660755 0.0072996452947242125 -0.0071266727731326253 -0.001161343203796666 0.005811420092908178
leaf_weight=0.0010086344745860861 0.0010195638139833567 0.0012562247314564312 0.001049394940784606 0.0014810989541285402 0.0010612192717715735 0.0012947261038411409 0.0010778035357229673 0.0019499570130014771 0.0010600488837978865 0.0013311591381652129 0.0011392479169143686
leaf_count=612 169 216 117 159 647 320 194 301 812 184 179
internal_value=0 0.000237126 -0.000119198 0.000329775 0.000796819 0.00135561 0.00219826 0.00133722 -0.000918103 0.003867 0.00159354
internal_weight=0 0.0137204 0.0124642 0.0114148 0.0103953 0.00933404 0.00803932 0.00696151 0.0036804 0.00328112 0.00262035
internal_count=3910 3298 3082 2965 2796 2149 1829 1635 1150 485 338
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=15
num_cat=0
split_feature=14 133 3 48 50 0 12 15 3 15 1 42 15 13
split_gain=0.000400983 0.000216911 0.000224353 0.000224195 0.000246768 0.000248534 0.000213228 0.000184479 0.000173739 0.000169072 0.000162428 0.000135416 0.000127592 0.000180267
threshold=0.077685000000000018 0.10599500000000002 0.16699000000000003 0.12649500000000002 0.086465000000000014 -0.13027499999999997 -0.036459999999999992 -0.079799999999999996 -0.15327499999999997 -0.14097499999999996 0.12958500000000003 0.085545000000000024 -0.089594999999999994 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -8 -1 11 12 -10 -14
right_child=-2 -3 -4 -5 -6 6 8 -9 10 -11 -12 -13 13 -15
leaf_value=0.00080565424424357995 -0.0011027408352999317 -0.00076873949594688257 0.00077742201866441935 -0.00078865782834256772 -0.00073157889317964991 -0.00061622073911867426 0.00070108039123336122 0.00098366373835780119 0.0005403934426604812 -9.0074117132482538e-05 0.00056536115554871324 -0.00052338540849516219 0.0003420749571444416 -0.0005826198465458119
leaf_weight=0.0010735826028549535 0.0010497651578444669 0.0010153025535556024 0.0014416278648512948 0.0010237142246269362 0.0011272710252445651 0.0016060521129283916 0.0013438832656177393 0.0016394472806078265 0.0012364351343205986 0.0019428066891649665 0.0013294224317510484 0.0019718989699608457 0.0012771683286767733 0.0015093661887468496
leaf_count=69 126 542 178 90 507 254 154 107 184 123 59 724 168 625
internal_value=0 4.6499e-05 9.11855e-05 3.32677e-05 8.56685e-05 0.000147373 -9.9579e-06 0.000494563 0.000102371 0.00022873 -7.48158e-06 -0.000134515 5.60934e-05 -0.000158799
internal_weight=0 0.019538 0.0185227 0.017081 0.0160573 0.0149301 0.0102742 0.00465584 0.00866817 0.00301639 0.00732429 0.00599487 0.00402297 0.00278653
internal_count=3910 3784 3242 3064 2974 2467 2168 299 1914 192 1760 1701 977 793
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=12
num_cat=0
split_feature=52 52 51 42 50 16 16 15 1 4 150
split_gain=3.91506e-05 5.50963e-05 0.000101348 0.000121164 6.85674e-05 0.00011619 0.000136867 7.51185e-05 9.0195e-05 0.000200878 0.000100651
threshold=-0.27466499999999994 -0.11051499999999999 -0.07742499999999998 -1.0000000180025095e-35 0.083475000000000008 -0.0099649999999999982 0.15100500000000003 0.05377500000000001 0.11215000000000001 0.0051950000000000008 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 9 -5 -11
right_child=1 2 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0034195336313018283 0.0045684949109807017 -0.0048708677367037909 -0.005527476120361606 -0.0047716423596351797 -0.0035628827341955484 0.010081268105316891 0.00099700771475963934 0.0046301914885746006 -0.0043530930647461656 0.00090209888038614446 0.0091798387557162804
leaf_weight=0.0011657693689623794 0.0010300760472803676 0.0014585255529620733 0.0011035523016724629 0.0013487821519422832 0.0010058140866844112 0.001180295246309109 0.0013041692238803596 0.0012606114116354549 0.0016563913762333484 0.0011981466640581381 0.001012417576315542
leaf_count=425 278 341 856 138 420 370 49 484 288 169 92
internal_value=0 0.000271596 -8.16832e-05 0.000549305 0.00122215 0.00175926 0.00531267 0.00039609 -0.000627266 0.0011066 0.00469323
internal_weight=0 0.0135588 0.0125287 0.0110702 0.00996663 0.00896081 0.00248446 0.00647635 0.00521574 0.00355935 0.00221056
internal_count=3910 3485 3207 2866 2010 1590 419 1171 687 399 261
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=12
num_cat=0
split_feature=16 16 0 1 150 0 0 42 1 42 4
split_gain=3.90833e-05 0.000136733 9.80173e-05 0.000129917 0.000117161 9.39945e-05 0.000141841 9.22553e-05 0.000112668 5.36181e-05 4.48812e-05
threshold=-0.055679999999999993 -0.0099649999999999982 -0.11756999999999999 0.11395500000000001 0.077110000000000012 0.16242500000000001 -0.11077499999999998 0.084685000000000024 0.087545000000000026 1.0000000180025095e-35 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 10 6 -3 8 -8 -4 -1
right_child=1 5 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0076831161588644262 -0.0081524465593603487 0.0054763295858143556 0.0038785916956690343 0.0095241661763353358 0.0031767498267823015 0.0060140980132071878 -0.010414873074598525 0.0013754904918269924 -0.0014838682178004523 -0.0022732264307913515 -0.0014304354501679885
leaf_weight=0.001089041963554931 0.0010742302135906111 0.0011719152019210588 0.0013173124561324163 0.0011365119636925977 0.0014705252208271832 0.0010202630701539352 0.0011311007856821043 0.0014474773960132165 0.0014913354061474905 0.0012644712190461407 0.0010053551546994992
leaf_count=155 418 120 712 223 129 46 371 582 309 705 140
internal_value=0 -0.00111855 0.00108817 0.00351215 -0.0014401 8.80746e-05 -0.00106536 -0.00294901 -0.00533596 0.000865637 -0.0046817
internal_weight=0 0.00733632 0.00728322 0.0037183 0.00356492 0.00626209 0.00524183 0.00406991 0.00262244 0.00258178 0.0020944
internal_count=3910 1846 2064 1640 424 1428 1382 1262 680 1417 295
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=15
num_cat=0
split_feature=14 133 133 50 48 12 4 49 3 159 12 4 1 1
split_gain=0.00028823 0.000199777 0.000221475 0.000147602 0.000170777 0.000263283 0.000228592 0.000171097 0.000170868 0.000201561 0.00022821 0.000304895 0.000187733 8.38837e-05
threshold=0.077685000000000018 0.10599500000000002 0.085625000000000021 0.10625000000000001 0.11930500000000001 -0.036459999999999992 0.28937500000000005 -0.085974999999999982 0.10666500000000002 0.08920500000000002 0.094045000000000004 -0.0010999999999999996 0.094695000000000015 0.076710000000000014
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 -7 9 10 11 13 -13 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00046439130601789644 -0.00084528217825073193 -0.00068377161886078251 0.00067016346823821924 -0.00059658231200320996 -0.00054761396642361319 -0.00047667030664051647 0.00071945103888329737 0.00041482647921500901 0.00070815181647055877 -0.00062102946920752195 -0.00043159509969511566 -0.00053217572396954617 0.0003978257180221028 0.00095544146560740866
leaf_weight=0.0019534119972617536 0.0011011956005407822 0.0010269929883051565 0.0015974820969559258 0.0010270232024479171 0.0012051112122846699 0.0012727364117760048 0.0019707030456812954 0.001721028101068312 0.0014379918333312916 0.0010005525097538511 0.0013698949777038146 0.0013548848516761513 0.0011026078365662384 0.0015082648731301954
leaf_count=279 126 542 602 236 93 99 174 602 85 215 351 165 40 301
internal_value=0 3.4683e-05 7.45199e-05 1.82969e-05 5.80206e-05 0.000107698 0.000195425 9.95197e-05 0.000176752 8.19119e-05 0.000181581 0.000329289 -0.00011491 0.000667325
internal_weight=0 0.0195487 0.0185217 0.0169242 0.0158972 0.0146921 0.0127387 0.010768 0.00949522 0.00805723 0.00705668 0.00568679 0.00245749 0.00322929
internal_count=3910 3784 3242 2640 2404 2311 2032 1858 1759 1674 1459 1108 205 903
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=9
num_cat=0
split_feature=15 1 12 16 3 2 43 4
split_gain=3.48646e-05 6.37732e-05 7.1839e-05 9.98057e-05 7.73589e-05 0.00019102 8.8813e-05 0.000158142
threshold=0.079360000000000014 0.13662500000000002 0.093375000000000014 0.022165000000000004 0.11818000000000002 0.10705000000000002 -0.080569999999999989 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.003507038457784023 -0.0024753110605440659 0.004786145578899564 -0.0067920189421952423 0.000796361500687398 -0.0028527285411279273 0.0081354207581968829 0.005694986297463088 -0.0024043352545925754
leaf_weight=0.0018207985521097631 0.001947085514217419 0.0011494843845287596 0.0013133545223954833 0.0013830116406115442 0.0018128156214349822 0.0014332512939370587 0.001947864584947541 0.0018053879951615741
leaf_count=651 1436 197 280 285 150 264 312 335
internal_value=0 0.000358281 -8.36737e-05 -0.00289981 0.000777237 0.00171632 6.57858e-05 0.00179905
internal_weight=0 0.012666 0.0115165 0.00269637 0.00882012 0.0070073 0.00557405 0.00375325
internal_count=3910 2474 2277 565 1712 1562 1298 647
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=16
num_cat=0
split_feature=14 52 157 124 16 12 3 11 0 12 2 13 13 1 16
split_gain=0.000390388 0.000150983 0.000185282 0.000125623 0.000180917 0.000182076 0.000262739 0.000134231 0.000161275 0.000273839 0.000186124 0.000170002 0.000148148 0.000123511 6.17145e-05
threshold=0.077685000000000018 -0.40083499999999994 -0.062769999999999979 0.091025000000000009 -0.055679999999999993 0.097510000000000013 -0.015794999999999997 0.076160000000000019 -0.16443499999999997 0.084100000000000022 0.113945 -0.071149999999999977 0.068400000000000002 0.099595000000000017 0.054425000000000008
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 14 8 10 11 -4 -10 -11 -8 -6
right_child=-2 2 3 -5 5 -7 13 -9 9 12 -12 -13 -14 -15 -16
leaf_value=-0.00060763847575560014 -0.0010947448733953191 0.00062317101270394114 6.568145790695916e-05 0.00064373282837965691 -4.0022830338999148e-05 -0.00090259790974758639 -0.0010155222035539042 0.00073172319223112337 0.0012051430827238281 -0.0005298313892262062 -0.00089630939110897558 0.00026636370080720273 0.0003609902764359561 -0.00013592753380282279 0.00054305065556508637
leaf_weight=0.0010918183701969951 0.0010386194139799789 0.0018856767981768078 0.0017879113642227402 0.00100033795952974 0.0010295025776842909 0.0011891804362653378 0.0010505777831818506 0.0011032081251567414 0.0010963852479320046 0.0015281600005976792 0.0010461026395363216 0.0014975414227946062 0.0010224739617123429 0.001044792185319967 0.0014134964276106554
leaf_count=389 126 427 90 65 470 175 104 71 220 1143 80 155 131 104 160
internal_value=0 4.61184e-05 8.64558e-05 2.24398e-05 -1.95272e-05 -0.000271644 -0.000106317 0.000139474 5.75828e-05 0.000248734 -0.000289412 0.000663161 -0.000172727 -0.000576939 0.000297338
internal_weight=0 0.0187872 0.0176953 0.0158097 0.0148093 0.00572755 0.00453837 0.00908178 0.00797857 0.00514456 0.00283401 0.00259393 0.00255063 0.00209537 0.002443
internal_count=3910 3784 3395 2968 2903 1013 838 1890 1819 1649 170 375 1274 208 630
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=12
num_cat=0
split_feature=52 376 43 13 4 47 1 52 15 15 0
split_gain=4.10966e-05 5.67218e-05 4.94291e-05 9.52832e-05 9.03035e-05 8.95537e-05 7.93847e-05 0.000108164 8.62887e-05 9.0615e-05 4.33285e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 0.17936000000000002 -0.23071499999999998 0.09252500000000001 0.076710000000000014 -0.074484999999999982 -0.20388499999999996 -0.033649999999999992 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 -6 -8 -9 -10 -2
right_child=1 -3 4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.0037052866621886272 0.001736546458676129 0.0048438498680181651 -0.0061274207217010745 -0.0029170916349335729 -0.0038435960888491259 -0.0051709723584432024 -0.0028112828992643501 -0.00066723042365728611 0.0097909659295688165 0.002344876176071414 0.0076942756900809321
leaf_weight=0.001171024851269231 0.00102722630777105 0.0010647215386330811 0.0011842363328534557 0.0010348471034453402 0.0012445480718606882 0.0012262629249694609 0.0015133187436570132 0.0013448367295885773 0.0012393549559334275 0.001544331735932627 0.0010269837861474574
leaf_count=425 534 130 133 182 1187 220 150 194 146 478 131
internal_value=0 0.00030092 -8.96001e-05 0.00215826 -0.000836491 -6.41524e-05 0.000845222 0.00187954 0.00359897 0.00566003 0.00471506
internal_weight=0 0.0134507 0.0123859 0.00308906 0.00929689 0.00811265 0.00688639 0.00564184 0.00412852 0.00278369 0.00205421
internal_count=3910 3485 3355 847 2508 2375 2155 968 818 624 665
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=12
num_cat=0
split_feature=16 16 0 15 150 0 0 42 1 12 4
split_gain=3.7381e-05 0.000116584 8.99321e-05 0.00011397 9.16165e-05 7.92045e-05 0.000117574 0.000102114 9.49071e-05 5.56461e-05 3.89765e-05
threshold=-0.055679999999999993 -0.0099649999999999982 -0.11756999999999999 -0.03231499999999999 0.077110000000000012 -0.11077499999999998 0.076335000000000014 0.085195000000000007 0.10678000000000001 0.088755000000000014 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 10 -3 7 8 -7 -4 -1
right_child=1 5 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0078376546312050859 -0.0084215511025437489 0.0055683123036380407 0.011435278149345243 -0.00083792654842039136 0.002993691502609191 -0.012274558469267522 0.0039155253756827527 0.0011928802732488403 -0.0021035675215490819 0.0036524542637409656 -0.0013748499813788116
leaf_weight=0.0010645759117973294 0.0010630559678864622 0.0011620011053086465 0.0010029175952357525 0.0016584489216166995 0.0014716488770969011 0.0010003300337427527 0.0016499533602084178 0.0013860146572654748 0.0010374200225711418 0.0010375036145926285 0.001008947365828336
leaf_count=155 418 120 338 1034 129 488 180 535 105 268 140
internal_value=0 -0.0012097 0.00117933 0.00374937 -0.00150212 1.97694e-05 -0.00125098 -0.00374078 -0.0070965 0.00747791 -0.00469294
internal_weight=0 0.00729878 0.00724404 0.00369887 0.00354517 0.00623572 0.00507372 0.00342376 0.00203775 0.00204042 0.00207352
internal_count=3910 1846 2064 1640 424 1428 1308 1128 593 606 295
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=16
num_cat=0
split_feature=14 124 133 132 13 47 3 52 51 457 12 2 52 47 1
split_gain=0.000355518 0.000134013 0.000229475 0.000149018 0.000197145 0.000137167 0.000140868 0.000138689 0.000204418 0.00015668 0.000144456 0.000137704 0.00016112 0.000134718 0.000134207
threshold=0.077685000000000018 0.098110000000000017 0.099765000000000006 0.080815000000000012 -0.090744999999999978 0.09252500000000001 -0.0095549999999999993 -0.092854999999999979 0.08955500000000001 0.082870000000000013 0.084100000000000022 0.084065000000000015 0.09716000000000001 0.080075000000000021 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 7 -7 -6 9 10 11 -9 -13 14 -1
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.00026047270254217188 -0.0010375939599438452 0.0006910519883696082 -0.00082622376536643023 0.00064600133663500676 -0.00061759409456237709 -2.9434325013907711e-05 -0.00095476296418160213 0.00081639395668739977 -0.00046363460931542785 0.00079624822572975514 -0.00035837982199024598 -0.00028582441473416764 0.00063181637787808689 -0.00015625711345653158 0.0011256715965832025
leaf_weight=0.0013869516114406221 0.0010467080071639287 0.0010042503604040338 0.0010131177753255711 0.0013189764821038832 0.0010845325271044608 0.0010351581894895035 0.0011282690889882234 0.0011116400631459508 0.0018472429561366514 0.0012469691675058431 0.00167496154909701 0.0016755317167281431 0.0010041254616800499 0.0010264212743948554 0.0010216596189319364
leaf_count=207 126 61 580 239 482 194 87 126 189 149 964 170 41 72 223
internal_value=0 4.7452e-05 1.06773e-05 6.18702e-05 1.13269e-05 -9.97821e-05 -0.000512011 -7.31683e-06 6.99997e-05 0.000216837 8.4661e-05 0.000280392 5.80354e-05 0.00039328 0.000627464
internal_weight=0 0.0185798 0.0175756 0.0165624 0.0152435 0.0118084 0.00216343 0.009645 0.00856047 0.00671323 0.00546626 0.0037913 0.00267966 0.00343503 0.00240861
internal_count=3910 3784 3723 3143 2904 2402 281 2121 1639 1450 1301 337 211 502 430
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=14
num_cat=0
split_feature=14 52 157 14 15 457 12 160 160 3 47 52 52
split_gain=0.00024527 9.08433e-05 0.000129954 0.000125159 0.000263331 0.000147176 8.86221e-05 0.00013056 0.000129056 0.000142642 0.0001839 0.000132782 5.87476e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.062769999999999979 -0.13131999999999996 -0.15202999999999997 -0.0034949999999999994 0.098595000000000016 0.092810000000000017 0.084835000000000008 1.0000000180025095e-35 0.085165000000000018 0.083750000000000005 0.024145000000000003
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 9 10 11 -7 -11
right_child=-2 2 3 4 5 6 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.00050945593647823005 -0.00091915661605765733 0.00056998206075615837 -0.00055819031821796778 0.00098959436769893391 -0.00065050153410044643 -0.00065293742231789802 -0.00031094325729085122 -0.00045340089153417951 0.00083460945129397945 0.00076510050214784945 0.00059555631124927203 0.0001104251609793188 0.00016984276218752351
leaf_weight=0.0010098249895205821 0.0010059446675164249 0.0016752819363575347 0.0012354324074396418 0.0010183650798868639 0.0011474087230329963 0.0017447998092462811 0.0018951420080582414 0.0011558608172982862 0.0010659983280576768 0.0013191169734567756 0.0010900429882625302 0.0015096051472534931 0.001063821507238244
leaf_count=389 135 427 115 266 174 710 379 195 104 128 116 716 56
internal_value=0 3.86934e-05 7.34613e-05 1.50705e-05 6.95068e-05 -8.62874e-06 5.92857e-05 0.000137687 0.000225354 0.000128813 -7.44317e-05 -0.00029884 0.000499358
internal_weight=0 0.0169307 0.0159209 0.0142456 0.0130102 0.0119918 0.0108444 0.00894925 0.00779338 0.00672739 0.00434445 0.0032544 0.00238294
internal_count=3910 3775 3386 2959 2844 2578 2404 2025 1830 1726 1542 1426 184
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=14
num_cat=0
split_feature=14 13 132 1 0 0 457 0 2 3 4 1 2
split_gain=0.00031255 8.84388e-05 0.000149182 0.000130194 0.000105886 0.000128369 0.000192584 0.00017245 0.000106256 0.000200784 0.000117793 0.000175869 0.000105307
threshold=0.073890000000000011 -0.090744999999999978 0.079995000000000011 0.11368000000000002 0.15480500000000005 1.0000000180025095e-35 -0.0015249999999999997 -0.053834999999999994 0.11230000000000001 0.090325000000000003 0.05309500000000001 0.088495000000000018 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 6 -3 8 9 10 11 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00033243198617704416 -0.00097924239650168019 -0.00084527267731283548 0.00059115944873375259 0.00083627227892830904 -0.00062710339411825989 0.00058043588749547156 0.00024475197929360858 -0.00056010255665021717 -0.00025713620910529817 0.00087679239745648498 0.00043886277853179197 -0.00067143062237823498 0.00035414092562599737
leaf_weight=0.0011755116667136441 0.001025178628709821 0.0010014943828625762 0.0011874234804597908 0.0010378924657155723 0.0010650206483850044 0.0010286128666573404 0.0014919744548318667 0.0015451518575120534 0.0019783360313895193 0.0012330271446905072 0.001609617266548416 0.0012750944290789781 0.0019476433031944684
leaf_count=277 135 243 295 185 47 240 1202 190 249 74 237 422 114
internal_value=0 4.9719e-05 -2.18417e-05 0.00028044 -8.13667e-05 -2.93015e-05 -9.11863e-05 -8.49747e-06 0.000103826 0.000231123 4.92216e-05 -0.000177435 9.57245e-05
internal_weight=0 0.0175768 0.0134158 0.00416105 0.0122283 0.0111633 0.0101347 0.0091332 0.00758805 0.00560971 0.00437669 0.00276707 0.00312315
internal_count=3910 3775 3199 576 2904 2857 2617 2374 2184 1935 1861 1624 391
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=14
num_cat=0
split_feature=14 4 13 12 3 0 43 0 157 160 160 43 3
split_gain=0.000216506 9.96684e-05 0.000152096 0.000161989 0.000174709 0.000247223 0.000163347 0.000212104 0.000152247 0.000268903 0.000168676 0.000177563 9.05027e-05
threshold=0.064610000000000015 -0.51381999999999983 -0.23438999999999996 -0.083349999999999994 -0.100615 -0.053834999999999994 0.083940000000000015 -0.060094999999999989 -0.077044999999999988 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 8 7 -5 -6 -10 11 -11 -13
right_child=-2 2 3 4 5 -7 -8 -9 9 10 -12 12 -14
leaf_value=-0.00050934296410702564 -0.00082226234949547546 0.00057150310525378985 0.00069002768123065398 4.5253800327327951e-05 0.00063271750398484039 -0.000825797843269974 -0.000323806211156979 0.0010624671722543957 -0.00092379284002730325 0.000740285817637144 -0.00050683161550575965 -0.00047228549590407586 0.00022764951190107715
leaf_weight=0.0010248496683413445 0.0010301685285335751 0.0019316388983483352 0.0011325987131110367 0.0014810196314226851 0.0010100527467274611 0.0016406324794110546 0.0010654526919395835 0.0013267212520492707 0.0012141701477434057 0.001477029284187937 0.0014405303263831486 0.0010757350428925593 0.0015243690919364283
leaf_count=80 138 198 269 194 298 275 51 179 622 281 253 980 92
internal_value=0 4.9581e-05 8.46799e-05 1.93237e-05 -3.79828e-05 -0.000174272 0.000292167 0.00052591 -3.62028e-05 -0.000136568 3.66614e-05 0.000228688 -6.1933e-05
internal_weight=0 0.0173448 0.01632 0.0143883 0.0132557 0.00938252 0.00387319 0.00280774 0.00774189 0.00673183 0.00551766 0.00407713 0.0026001
internal_count=3910 3772 3692 3494 3225 2801 424 373 2526 2228 1606 1353 1072
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=12
num_cat=0
split_feature=13 4 49 157 3 16 16 0 2 13 3
split_gain=3.95097e-05 8.23521e-05 5.90563e-05 7.74867e-05 0.000148707 9.16477e-05 0.000115627 0.000100887 3.95389e-05 3.86827e-05 3.42191e-05
threshold=-0.090744999999999978 0.17888000000000001 0.10447000000000002 -0.062769999999999979 0.11265500000000002 0.22945500000000005 -0.055679999999999993 -0.10209999999999998 0.088485000000000022 0.0099250000000000015 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 6 7 -5 -8 -9 -1
right_child=2 -3 -4 4 -6 -7 8 9 -10 -11 -12
leaf_value=-0.003422980162411274 0.003719519188978497 0.0062719469719352862 0.003911689059251937 -0.0035079474735557879 -0.0089422330964537017 0.0036305166307015291 -0.0031509598700706788 0.0063633818897764561 -0.0090746062444506306 0.00045267641322837291 0.0018466513019945359
leaf_weight=0.0010111572579659805 0.0012846676689154254 0.0012784269117695627 0.0011606290827347382 0.0018112701956092669 0.0011789294621658009 0.0016629906931155056 0.0010203626865381279 0.0010161458634774597 0.0010321883478958162 0.001000809538863208 0.0012609112972709474
leaf_count=320 439 210 317 192 87 269 468 955 311 237 105
internal_value=0 0.00193931 -0.000644957 -0.00117343 -0.00189405 -0.000792573 -0.00204335 0.000147673 -0.00612985 0.0034305 -0.000498536
internal_weight=0 0.0035505 0.011168 0.0100074 0.0087227 0.00754377 0.00588078 0.00382823 0.00205255 0.00201696 0.00227207
internal_count=3910 635 3275 2958 2519 2432 2163 1384 779 1192 425
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=15
num_cat=0
split_feature=14 52 157 14 15 457 160 0 49 12 47 43 43 15
split_gain=0.000245955 0.000124496 0.000120508 0.000110829 0.000210809 0.000127125 0.000120204 0.000141945 0.000240489 0.000175983 0.000132939 0.000101317 9.92619e-05 2.27974e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.062769999999999979 -0.13131999999999996 -0.15202999999999997 -0.0034949999999999994 0.099550000000000013 -0.10575999999999998 -0.047309999999999998 0.098355000000000012 0.085165000000000018 -0.083684999999999996 0.070805000000000021 -0.106555
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 -7 10 11 -9 -13 -10
right_child=-2 2 3 4 5 6 -8 9 13 -11 -12 12 -14 -15
leaf_value=-0.00056723113692617826 -0.00088570525057557838 0.00055627450094921022 -0.0004896533077452743 0.00090050565937094132 -0.00057577173972078591 0.0011673001489101251 -0.00052719987354857669 0.00027224783756587574 -9.7136897653441284e-05 -0.00065322763811834813 0.00057981769986012335 -0.00066142994728817677 0.00011902271961553586 0.00029283709339311854
leaf_weight=0.0010300159455932023 0.001003198423040543 0.0017287675901807324 0.0012332802117050465 0.0010104692312055087 0.0011036092802566315 0.0010950722237560717 0.0010053763351291255 0.0018563682634949934 0.0010409158784310708 0.0011854823734063508 0.0016057581765463215 0.0012389570079333347 0.0010097954115502426 0.0010067232726219998
leaf_count=389 135 427 115 266 174 103 197 294 88 313 135 1048 137 89
internal_value=0 5.5551e-05 9.53433e-05 3.99755e-05 8.96148e-05 2.21654e-05 8.19138e-05 0.000142914 0.000468377 -5.40071e-06 0.000129077 -4.72343e-05 -0.00031097 9.45941e-05
internal_weight=0 0.0171506 0.0161206 0.0143918 0.0131585 0.0121481 0.0110444 0.0100391 0.00314271 0.00689636 0.00571088 0.00410512 0.00224875 0.00204764
internal_count=3910 3775 3386 2959 2844 2578 2404 2207 280 1927 1614 1479 1185 177
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=11
num_cat=0
split_feature=52 52 2 39 42 49 1 48 1 3
split_gain=3.81733e-05 5.13445e-05 9.80164e-05 5.59151e-05 8.24342e-05 7.11786e-05 7.75887e-05 9.55953e-05 7.31921e-05 8.58273e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.085060000000000011 0.091330000000000008 0.082865000000000008 0.11866500000000001 0.086215000000000014 0.095575000000000007 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -3
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0036135133040781273 -0.00035583573852201685 -0.003748002515007886 0.0078591543765764715 0.0036802340790114694 -0.005595007334874902 0.004192828485204597 -0.0062384986147809331 -0.0053756466690687548 0.0047557691103347509 0.0037053954330317292
leaf_weight=0.0011883681892507223 0.0016015044847488081 0.0016704595428098891 0.0010541447449099045 0.0013286329810558136 0.0013974306063043217 0.0014026198561857559 0.0010412748114012171 0.0011630883884632907 0.0017142757841052403 0.0011361507929641967
leaf_count=425 347 1166 199 279 601 361 131 174 174 53
internal_value=0 0.000297579 0.00290506 -0.000340398 -0.000901214 -9.42065e-05 -0.000988312 -2.65045e-05 0.00134967 -0.000730774
internal_weight=0 0.0135096 0.00265565 0.0108539 0.0095253 0.00812787 0.00672525 0.00568397 0.00452089 0.00280661
internal_count=3910 3485 546 2939 2660 2059 1698 1567 1393 1219
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=11
num_cat=0
split_feature=4 0 12 16 4 0 0 16 49 4
split_gain=3.74921e-05 6.40189e-05 0.000159325 0.000133845 7.57761e-05 0.000141075 0.000114072 0.000126349 0.000127411 0.000104891
threshold=-0.49837999999999999 -0.017269999999999997 0.081660000000000024 0.31524000000000002 -0.065054999999999988 -0.074249999999999997 -0.10575999999999998 -0.014754999999999999 1.0000000180025095e-35 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0032401356635709732 -0.0033826691420556177 0.008325833792434234 -0.00080915261145927259 -0.006507185124497372 -0.001721719328728356 0.0074323976492852873 -0.0043234250718122372 0.0070192512901345776 -0.0050195007478358658 0.0051779696791273205
leaf_weight=0.0011464242860990603 0.0015960048075435414 0.0010856297693386261 0.0016764670170940632 0.0011071155787656375 0.0014112441084775142 0.0010401391339164966 0.0015625338328356768 0.0010924119081507427 0.0012618425390323595 0.0016488545319195752
leaf_count=176 1232 161 123 277 147 302 1031 95 177 189
internal_value=0 0.000259346 0.00278131 -0.00039045 0.000314003 0.00104993 9.84033e-05 0.0013745 -5.22606e-05 0.001996
internal_weight=0 0.0134822 0.0027621 0.0107201 0.00961303 0.00801703 0.00697689 0.00541435 0.00432194 0.0030601
internal_count=3910 3734 284 3450 3173 1941 1639 608 513 336
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=11
num_cat=0
split_feature=457 49 15 12 3 4 52 3 16 2
split_gain=3.86776e-05 7.23518e-05 0.000178115 8.03524e-05 9.63446e-05 8.95794e-05 0.000157973 7.66846e-05 9.24878e-05 4.22868e-05
threshold=-0.0034949999999999994 -0.029304999999999998 -0.073314999999999991 0.080120000000000011 -0.12817999999999996 0.070230000000000015 0.083750000000000005 -0.015794999999999997 0.050115000000000007 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -3 9 -9
right_child=1 3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.003803576141354769 0.0075419486538809543 0.0054221812476343157 -0.002023884148126009 -0.0069058400069905703 -0.0088189449149130537 0.0045169302038360762 0.002190955280973554 0.0037476470570062346 -0.0048464595837966048 -0.0013097075374936939
leaf_weight=0.0010510108710106375 0.0016990575709661358 0.0013180078328572974 0.0015807774264188492 0.0014657529736272568 0.0010148319865527083 0.0010047907063870688 0.0011925217692975573 0.0017757339915115541 0.0012797236249652705 0.0011434354250705794
leaf_count=316 193 185 263 264 1050 173 928 239 154 145
internal_value=0 0.000281702 0.00293152 -0.000570788 -0.0025483 -0.00055988 -0.00287085 0.00110598 -0.000248844 0.00176669
internal_weight=0 0.0134746 0.00327983 0.0101948 0.0046779 0.00321214 0.00220735 0.0055169 0.00419889 0.00291917
internal_count=3910 3594 456 3138 2415 2151 1978 723 538 384
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=12
num_cat=0
split_feature=1 0 13 13 47 52 2 2 2 1 4
split_gain=4.36467e-05 8.57233e-05 6.55267e-05 0.000105762 6.66835e-05 8.86954e-05 0.000112807 8.65548e-05 0.000123396 8.46944e-05 4.00985e-05
threshold=0.12864500000000004 -0.053834999999999994 0.17936000000000002 0.083175000000000013 0.09252500000000001 -0.092854999999999979 0.084235000000000018 0.097940000000000013 0.113945 0.085990000000000011 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 9 10 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.006094248752694844 0.008106318648379034 -0.0010481005294479255 -0.0060464398612166265 0.0070913180695831917 -0.0056917686514083672 0.0057911824784251257 -0.0093179275528753949 0.0018160604373966395 -0.0041201903247865311 -6.2753455269261879e-05 0.0084073319357238809
leaf_weight=0.0011572347450467414 0.0010091618564427849 0.0012983730218383374 0.0011061363117347801 0.0010473369036454018 0.0013292843285471331 0.0019480538614319197 0.0010382828293809903 0.0010031499558160184 0.001289213098464399 0.0011643677345301029 0.0010471867841500885
leaf_count=487 182 149 178 202 306 736 1071 98 221 72 208
internal_value=0 0.00295543 -0.000579691 -3.11688e-05 -0.00077887 -2.36634e-05 0.000914234 -0.000799987 0.00159124 -0.00442545 0.00518248
internal_weight=0 0.00230753 0.0121302 0.0110241 0.00997677 0.00864749 0.00749025 0.0055422 0.00333955 0.00220265 0.00205034
internal_count=3910 331 3579 3401 3199 2893 2406 1670 527 1143 306
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=12
num_cat=0
split_feature=1 0 123 13 151 52 43 2 1 52 1
split_gain=3.5589e-05 6.8608e-05 6.38588e-05 7.63199e-05 7.44566e-05 0.000109674 9.43664e-05 8.37793e-05 0.000123118 8.27299e-05 4.16689e-05
threshold=0.12864500000000004 -0.051824999999999989 1.0000000180025095e-35 0.16421000000000002 -0.084019999999999984 0.11588000000000002 -0.083899999999999988 0.087995000000000004 0.094385000000000011 -0.074484999999999982 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -8 -9 -11
right_child=1 -3 -4 -5 5 -7 7 9 -10 10 -12
leaf_value=-0.0049889458007086086 0.0063646967311563928 -0.000786059805994619 0.0039674230682397978 -0.0059960553904043461 0.0065962939343227455 -0.0056458659038898257 -0.0079637280372875513 -0.0019071283838875588 0.00202656568835991 0.0018322937113824185 0.0070909066496526287
leaf_weight=0.0012758408423110693 0.0010001910326271428 0.0012957510531831653 0.001232048671134329 0.0011337481137039347 0.0011653873479349625 0.0011205716345584699 0.001070284420294723 0.0014846707127399265 0.0010074780293787555 0.001422260680183092 0.0011437017769924118
leaf_count=333 189 142 236 177 387 492 862 350 182 443 117
internal_value=0 0.00232905 -0.000457177 -0.000960813 -0.000371692 0.000328407 0.00124626 0.000228884 -0.00311957 0.00194647 0.00417616
internal_weight=0 0.00229594 0.012056 0.0108239 0.0096902 0.00841435 0.00729378 0.0061284 0.00207776 0.00405063 0.00256596
internal_count=3910 331 3579 3343 3166 2833 2341 1954 1044 910 560
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=11
num_cat=0
split_feature=14 15 131 52 0 47 52 48 15 52
split_gain=3.79149e-05 0.000114017 4.66922e-05 7.10183e-05 0.000117231 0.000132362 8.16257e-05 6.5498e-05 0.000100546 3.61099e-05
threshold=-0.13131999999999996 -0.15202999999999997 0.088815000000000019 0.10701500000000001 0.14676000000000003 0.09252500000000001 -0.092854999999999979 0.086935000000000012 0.035895000000000003 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0038773746532286533 0.0070484058273805284 -0.0037897409263096971 -0.0047648191911499283 0.0044597206130340614 -0.0074116838568969983 -0.006010563787527074 0.004310800406389299 -0.0016216057507352055 -0.00027331545409737401 0.0096876383330391138
leaf_weight=0.0011923317893632107 0.0011821724810240708 0.0011610300619657194 0.0011024747506242849 0.0016450374463851678 0.0011500214094984371 0.0013974467446631602 0.0012876173949144701 0.0012947619657886454 0.0015832760359199526 0.0012746118174561285
leaf_count=172 295 566 480 471 59 178 311 192 889 297
internal_value=0 0.000340944 -0.000325599 0.000127821 -0.000651096 0.000320909 0.00166124 0.00282455 0.00421322 0.00698557
internal_weight=0 0.0130785 0.0118963 0.0107938 0.00914877 0.00799874 0.0066013 0.00544027 0.00414551 0.00256223
internal_count=3910 3738 3443 2963 2492 2433 2255 1689 1497 608
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=11
num_cat=0
split_feature=457 16 159 48 1 2 0 16 43 1
split_gain=3.64001e-05 6.14353e-05 8.12194e-05 8.04019e-05 7.72876e-05 6.61211e-05 0.000110534 0.000110098 9.97691e-05 5.20416e-05
threshold=-0.0034949999999999994 -0.50388999999999984 -0.034019999999999988 0.093225000000000016 0.12730000000000002 0.10113500000000002 -0.06402999999999999 0.05259500000000001 -0.00084499999999999994 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -7 -4 -10
right_child=1 2 3 -5 -6 7 -8 -9 9 -11
leaf_value=-0.0039447801928715123 0.0039725666612338267 -0.0058395864439022257 -0.005783818853261017 0.0051211476823853144 0.0051878527062020384 -0.008858585150809041 0.004911656563101682 0.00070545093794695376 0.0044381799754410383 -0.0023704191083798978
leaf_weight=0.0010325786541712989 0.0018533589023673929 0.0011298036737400529 0.0017281356176800642 0.0014175344305033108 0.0010129311886304107 0.0011998620481005833 0.0015973862954680052 0.0010867635802531317 0.0011359965458608502 0.0010001397526971448
leaf_count=316 268 473 1177 270 208 213 194 262 383 146
internal_value=0 0.000299236 -0.000302786 0.000311779 -0.000466361 -0.00120553 9.55014e-05 -0.00431309 -0.00189537 0.00125039
internal_weight=0 0.0131619 0.0113086 0.0101787 0.00876122 0.00774828 0.00546166 0.00228663 0.00386427 0.00213614
internal_count=3910 3594 3326 2853 2583 2375 1900 475 1706 529
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=11
num_cat=0
split_feature=41 150 3 13 49 39 47 4 16 16
split_gain=3.40445e-05 6.79665e-05 6.72648e-05 0.000114873 7.10062e-05 0.000104233 0.000101411 0.000154045 0.00012315 9.96923e-05
threshold=0.078150000000000011 0.11398500000000002 -0.100615 0.16421000000000002 1.0000000180025095e-35 0.085220000000000004 0.086425000000000016 -0.0037349999999999992 -0.008069999999999999 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4 -9
right_child=-2 -3 4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0066765201772705993 -0.0035120175243195813 -0.0040467614168062625 -0.0074717312191355158 -0.0017755735222878075 -0.003527966875963314 0.0059765498649485592 -0.0053491801581964987 0.0086840720081830924 0.0014336882181172851 0.0006496949089323167
leaf_weight=0.0016562118107387334 0.0010013964704005058 0.0012851602720337996 0.0010745250507017208 0.0010037338635430215 0.0018470542289872735 0.0012521344814521111 0.0012208782204040257 0.0011677964547730235 0.0013768723733712089 0.0012350708124298842
leaf_count=270 201 149 1165 134 731 260 252 183 397 168
internal_value=0 0.000259179 0.000726789 0.00348711 -7.35213e-05 0.000797273 -0.000270217 0.00100717 -0.00246984 0.00455441
internal_weight=0 0.0131194 0.0118343 0.00265995 0.00917433 0.00732728 0.00607514 0.00485426 0.0024514 0.00240287
internal_count=3910 3709 3560 404 3156 2425 2165 1913 1562 351
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=16
num_cat=0
split_feature=14 133 13 48 132 50 0 1 4 15 42 52 4 15 13
split_gain=0.000379722 0.000235401 0.000236248 0.000253761 0.000230909 0.000177968 0.000226581 0.000235536 0.000169633 0.00019148 0.000110983 0.000131941 0.000124656 0.000207119 0.000102459
threshold=0.077685000000000018 0.10599500000000002 -0.26418499999999995 0.12649500000000002 0.080815000000000012 0.086465000000000014 -0.10575999999999998 0.11198000000000001 0.097045000000000006 -0.087539999999999993 -0.089024999999999979 -0.092854999999999979 -0.078094999999999984 -0.073314999999999991 0.0066400000000000009
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 9 -4 -8 -12 14 -14 -13
right_child=-2 -3 3 -5 -6 -7 10 -9 -10 -11 11 12 13 -15 -16
leaf_value=0.00065164465847946838 -0.00099181960481329766 -0.00074020220378186229 7.9528499281619037e-06 -0.00076211673555542448 0.00078051703722178565 -0.00062841890689564566 -0.00054676247687893056 0.00089376204920770994 -0.00029979276834693421 0.00095254352733585275 -0.00046617987585758562 4.5073630850166512e-05 0.00036055487573019254 -0.00059472813041314067 0.00075729383727781243
leaf_weight=0.0018420112320012968 0.0010535104782471846 0.0010270369664261312 0.0014713587038374838 0.0010859483045940191 0.0011978912525836627 0.0011084795635590968 0.0013842114363332757 0.0014950566120100536 0.0016377430475209634 0.001016074327470304 0.0014473085946161597 0.0011482106598359942 0.0012044065342689952 0.0013460218062896828 0.0011150405266617813
leaf_count=177 126 542 98 91 220 480 245 56 162 53 426 380 370 443 41
internal_value=0 3.96404e-05 8.29343e-05 2.00464e-05 7.4593e-05 1.57627e-05 6.95915e-05 0.000324684 0.000118437 0.000393802 -0.000117935 -2.31275e-05 0.000110083 -0.000143608 0.000395965
internal_weight=0 0.0195268 0.0184998 0.0166578 0.0155718 0.0143739 0.0132654 0.00562023 0.00412518 0.00248743 0.0076452 0.00626099 0.00481368 0.00255043 0.00226325
internal_count=3910 3784 3242 3065 2974 2754 2274 369 313 151 1905 1660 1234 813 421
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=12
num_cat=0
split_feature=1375 49 49 12 3 3 12 16 0 4 16
split_gain=3.27128e-05 6.65219e-05 0.000137063 7.60969e-05 9.26058e-05 7.94451e-05 0.000100719 8.02961e-05 7.93357e-05 6.01904e-05 2.01542e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.084114999999999981 0.080120000000000011 -0.12817999999999996 0.10856000000000002 -0.036459999999999992 -0.013279999999999998 -0.053834999999999994 0.053925000000000008 -0.071319999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 -8 9 -6 -7
right_child=1 3 -4 4 8 10 7 -9 -10 -11 -12
leaf_value=-0.0033153427674302589 -0.00084940823924097302 -0.0021717890267737129 0.0082425794521474808 -0.0067626072607479756 -0.0015523624467238726 -7.8871227297029137e-05 0.0011386019765112305 0.0086857387730527834 -0.0048852764065769553 0.0055185390068268102 -0.0041359958890963382
leaf_weight=0.0011564723009096821 0.0016244053211138809 0.0010887724928898782 0.0012225170676499605 0.0014381332246092286 0.0010261053405943811 0.0010474743540847238 0.0010634152458219442 0.0013408643942937094 0.0011095729622081882 0.0010000924447404599 0.0010135347735399369
leaf_count=180 248 278 222 264 1840 129 124 133 158 253 81
internal_value=0 0.000284781 0.00305485 -0.000493871 -0.00245303 0.00111955 0.00300385 0.00534763 -0.000476568 0.0019377 -0.00207403
internal_weight=0 0.0129749 0.00284692 0.010128 0.0045739 0.00555406 0.00349305 0.00240428 0.00313577 0.0020262 0.00206101
internal_count=3910 3730 470 3260 2515 745 535 257 2251 2093 210
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=11
num_cat=0
split_feature=2 49 49 51 12 4 52 52 3 3
split_gain=3.6688e-05 0.000112828 6.72116e-05 9.94815e-05 4.89881e-05 8.44695e-05 0.000130052 0.00012704 8.03321e-05 9.76397e-05
threshold=0.11462500000000002 0.0052300000000000011 0.024250000000000004 0.08955500000000001 -0.036459999999999992 -0.034289999999999994 0.071660000000000015 -0.076599999999999988 -0.10628499999999998 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -7 -9 -10
right_child=1 -3 -4 -5 5 7 -8 8 9 -11
leaf_value=-0.0040612590487876261 0.0057634922198572663 -0.0028818591959233865 0.0041806813477464171 -0.0068375730911488328 -0.0073262728808742694 0.0065720108347298309 0.0013494021260795827 0.0040863272016687553 -0.0070748714332113461 0.001579555629249673
leaf_weight=0.0012774152553448508 0.0015332287631702377 0.0010841257024139998 0.0011555389629429357 0.0011094830907824949 0.0013012331129316247 0.0016407356630166112 0.0016469746226489747 0.0011100480083215385 0.001081147997087268 0.0011130409687691856
leaf_count=231 392 207 595 269 668 216 764 86 406 76
internal_value=0 0.00218253 -0.000509446 -0.00103664 -0.00033483 0.000268247 -0.00247973 0.0019066 -0.000410035 -0.00268476
internal_weight=0 0.00261735 0.0114356 0.0102801 0.0091706 0.00789318 0.00294821 0.00494497 0.00330424 0.00219419
internal_count=3910 599 3311 2716 2447 2216 1432 784 568 482
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=10
num_cat=0
split_feature=457 4 15 12 156 12 15 52 1
split_gain=3.12972e-05 5.15043e-05 0.000108314 8.32271e-05 8.14246e-05 9.05188e-05 6.83594e-05 0.000106493 0.00012476
threshold=-0.0034949999999999994 0.24280000000000004 -0.43091499999999999 0.098595000000000016 0.084090000000000012 -0.036459999999999992 0.05377500000000001 -0.081429999999999989 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0033227200175752762 -0.0033458298027941908 -0.0020475688231078796 0.0053461953136778474 -0.0050351321861119213 -0.0048146626996261521 0.0074316799091845116 -0.0021431267099799615 -0.0020380770207960256 0.0060359673325553788
leaf_weight=0.0010254291638659716 0.0014800454253954725 0.0012753496226638747 0.0019436226643431819 0.0013335567972315747 0.001069374667236422 0.001536870342062225 0.0011725837425216202 0.0019164737074256711 0.0012156161198822457
leaf_count=316 230 202 303 505 385 288 1164 400 117
internal_value=0 0.000255291 0.0024168 -0.000460204 0.000266879 0.00100908 0.00211246 0.00318123 0.00109559
internal_weight=0 0.0129435 0.00321897 0.00972452 0.00839096 0.00732159 0.00584154 0.00466896 0.00313209
internal_count=3910 3594 505 3089 2584 2199 1969 805 517
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=11
num_cat=0
split_feature=52 52 51 42 12 151 52 0 2 49
split_gain=3.51269e-05 5.2988e-05 7.52522e-05 8.45931e-05 5.11584e-05 6.16666e-05 9.16516e-05 0.000146455 0.00010313 2.35706e-05
threshold=-0.27466499999999994 -0.096614999999999993 -0.07742499999999998 -1.0000000180025095e-35 0.10058500000000002 -0.084019999999999984 0.098910000000000012 -0.089879999999999974 0.089910000000000004 -0.0057999999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 -7 -10
right_child=1 2 3 4 -6 6 -8 -9 9 -11
leaf_value=-0.003591765947075218 0.0045806920848130541 -0.0049355941667780625 -0.0052424099574208526 -0.002565121725754042 -0.002449222028692021 -0.0036090143817781367 -0.0016029661002156237 0.0090774897864892897 0.0020171640128932283 0.0064330491646968462
leaf_weight=0.0011012283504510155 0.0011528429627735105 0.0012665751243137032 0.0010240642717411702 0.0012154101280814266 0.0014999318772704511 0.0011477512252707233 0.0017158711484436071 0.0016572016544090873 0.0010808144187799198 0.0010363729001056569
leaf_count=425 327 325 851 195 209 210 496 641 98 133
internal_value=0 0.00030221 -0.000121392 0.000466186 0.0010912 0.00176739 0.00256066 0.00401212 0.00144106 0.00417876
internal_weight=0 0.0127968 0.011644 0.0103774 0.00935335 0.00785342 0.00663801 0.00492214 0.00326494 0.00211719
internal_count=3910 3485 3158 2833 1982 1773 1578 1082 441 231
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=16
num_cat=0
split_feature=14 52 52 48 2 14 0 0 160 133 16 484 3 0 47
split_gain=0.000203934 0.00012939 0.000138496 0.00012714 0.000171198 0.000321493 0.000266555 0.000198755 0.000167912 0.000145241 0.000216629 0.000189314 0.000141908 0.000171664 7.18872e-05
threshold=0.073890000000000011 -0.40083499999999994 -0.15154999999999999 0.12738500000000003 0.10910500000000002 -0.23083499999999998 0.15480500000000005 -0.17106499999999999 0.091575000000000017 0.085625000000000021 -0.114825 0.073820000000000011 -0.084014999999999992 -0.10131499999999999 0.08801500000000001
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 8 -7 9 10 14 12 -12 -14 -4
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.00056119263158584674 -0.00077802350161689621 0.00063849805417284745 0.00069758567725489086 -0.00056574064964334272 -0.00041769893206362098 0.0013172833593485594 -0.0009057618032818688 0.00033874706578108503 -0.00064258620377504437 0.00075193267961677114 0.00019259510967147218 0.00052024564813185137 -0.00011602835690916494 -0.0009891245439366458 8.4139698785511038e-05
leaf_weight=0.0011201800504340642 0.0010693378173817205 0.0013179980930707385 0.0016313283403842378 0.0011033450011639625 0.0011536062558407147 0.0011047052146426189 0.0010681505934440746 0.0017763465869808483 0.0010376270709382763 0.0010744170449015185 0.0011399710456806433 0.0010245503234290812 0.001454094943279196 0.0015024789491320475 0.001018014721004129
leaf_count=389 135 157 204 90 86 75 48 352 227 723 456 181 89 641 57
internal_value=0 3.55579e-05 7.39609e-05 2.77134e-05 7.14086e-05 0.000390388 -4.61163e-05 0.000713955 4.67986e-05 0.000127673 4.1357e-05 -0.00017619 -0.000350369 -0.000559721 0.000461868
internal_weight=0 0.0185268 0.0174066 0.0160886 0.0149853 0.00403466 0.0109506 0.00288105 0.00988248 0.00884486 0.00777044 0.0051211 0.00409654 0.00295657 0.00264934
internal_count=3910 3775 3386 3229 3139 513 2626 427 2578 2351 1628 1367 1186 730 261
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 15 16 12 2
split_gain=3.38097e-05 5.20265e-05 0.00010416 7.10833e-05 7.24933e-05 6.37631e-05 6.11119e-05 7.0707e-05 7.57762e-05
threshold=-0.061329999999999989 0.11930500000000001 0.11542500000000001 0.10559 0.17888000000000001 0.05377500000000001 -0.014099999999999998 1.0000000180025095e-35 0.096325000000000008
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=0.0030145374836481565 -0.0031974225703703635 -0.0047536400670783021 0.0050300062408216231 -0.0057306727590520946 0.0033389262900982309 -0.0056240545785741424 0.0047522925892278974 -0.0041320973961200685 0.0033113886591955902
leaf_weight=0.0014016162947195149 0.0019580315612741503 0.0010330459216401746 0.0015323271154976887 0.001061732712942731 0.0019850447547590661 0.0011050943415162528 0.0014891763860959135 0.0013497300191655593 0.0010029072453220252
leaf_count=310 556 145 391 154 204 1318 162 479 191
internal_value=0 -0.000344697 5.19091e-05 -0.000714599 -0.000115528 -0.00110862 -0.000248257 0.00125482 -0.000959009
internal_weight=0 0.0125171 0.011484 0.00995172 0.00888998 0.00690494 0.00579985 0.00384181 0.00235264
internal_count=3910 3600 3455 3064 2910 2706 1388 832 670
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=14
num_cat=0
split_feature=14 124 484 3 0 1 47 49 43 13 52 1 11
split_gain=0.000154258 9.34365e-05 0.000125503 9.80113e-05 0.000198412 0.000161074 0.000235536 0.000191805 0.000160825 0.00014361 0.000141925 0.000165673 0.000113098
threshold=0.064610000000000015 -0.061329999999999989 -0.0043499999999999988 -0.10315499999999998 -0.053834999999999994 0.12263000000000002 0.09252500000000001 -0.069934999999999983 0.083940000000000015 -0.13934999999999997 -0.074484999999999982 0.087545000000000026 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 7 -5 12 -6 -9 -12 -4
right_child=-2 2 3 4 9 -7 -8 10 -10 -11 11 -13 -14
leaf_value=0.00046622351894622918 -0.00075388924453630981 -0.00066915866916862957 0.00084942584241665131 -0.00048470518175172575 -1.573069347052117e-05 0.00076632371647796633 -0.00090630472343563564 -0.00020103154031049386 -0.0003696723993239651 -0.00097231386751497233 -1.1489266244733108e-05 0.00092618765276043259 3.10538190950153e-05
leaf_weight=0.001725690730445254 0.0010129836708059744 0.0010504020431052622 0.0017517666000122526 0.0015001126149369846 0.0010744603261642616 0.0011423254583084966 0.0010043850656507114 0.0013544782220563855 0.0010029171584768903 0.0013762830501103029 0.0011850279167380292 0.0018638990357521951 0.0010315783891181596
leaf_count=301 138 566 180 181 48 142 168 247 47 266 1088 395 143
internal_value=0 3.3656e-05 -1.50137e-05 3.30792e-05 -6.44387e-05 8.42724e-05 -2.8515e-05 0.000120826 0.000303539 -0.000552927 0.000327113 0.00056174 0.000546116
internal_weight=0 0.0170633 0.0153376 0.0142872 0.010501 0.00805023 0.0069079 0.00590352 0.00378626 0.00245074 0.00440341 0.00304893 0.00278334
internal_count=3910 3772 3471 2905 2535 2221 2079 1911 370 314 1730 1483 323
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=14
num_cat=0
split_feature=14 50 159 52 13 160 13 2 2 13 1 43 51
split_gain=0.000119199 9.15805e-05 0.000250394 0.000219253 0.00015282 0.000161791 0.000162474 0.00015898 0.000209424 0.000148162 0.000118714 8.021e-05 9.77691e-05
threshold=0.05884000000000001 0.10625000000000001 -0.026594999999999997 0.11401500000000002 -0.090744999999999978 -0.081299999999999983 0.076210000000000014 0.11230000000000001 0.099015000000000006 0.17936000000000002 0.090475000000000014 -0.074254999999999988 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 7 8 11 -8 -4 -7 -13
right_child=-2 -3 3 -5 5 6 9 -9 -10 -11 -12 12 -14
leaf_value=0.00086471394460034458 -0.00064909905346494546 -0.00052605490100229098 7.0671752552057347e-05 -0.00087258588727032844 0.00066145579564378971 -2.8519541298894382e-05 0.00082179446050434455 -0.00094091600219724724 0.00056596773485962011 -9.1067926691414645e-05 0.00076571195427178353 -0.00087992976548570715 -0.00013505392298989642
leaf_weight=0.0013162570998372447 0.0010246062975217537 0.0010463823684696968 0.0019695108250631192 0.0010145469217843961 0.001022442365125339 0.0016553196864846614 0.0010347474362591823 0.0011998698520996999 0.0011371348822282017 0.0017999246815385457 0.0016850987621168803 0.0015499707793611038 0.0011229285549533286
leaf_count=328 141 410 212 250 256 514 154 242 200 155 224 725 99
internal_value=0 2.54385e-05 6.03962e-05 -9.29342e-06 5.24865e-05 -6.51367e-05 -0.000143337 -0.000307285 -0.000168177 0.000242157 0.000391147 -0.000361056 -0.000566995
internal_weight=0 0.0175541 0.0165078 0.0151915 0.0141769 0.0105223 0.0094999 0.00666522 0.00546535 0.00283467 0.00365461 0.00432822 0.0026729
internal_count=3910 3769 3359 3031 2781 2345 2089 1780 1538 309 436 1338 824
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=14
num_cat=0
split_feature=14 1 0 474 16 151 4 39 15 0 15 0 133
split_gain=0.000153279 9.64265e-05 0.000201151 0.00016243 0.000143924 0.000154283 0.000147303 0.000129311 0.00011825 0.00012837 0.000116135 0.000111421 6.88294e-05
threshold=0.05884000000000001 0.077800000000000022 -0.089879999999999974 0.059400000000000008 -0.063614999999999991 -0.0088999999999999982 0.27223000000000003 0.005105000000000001 0.024640000000000006 0.18055000000000002 -0.064869999999999983 -0.18087499999999998 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 11 10 9 12 -6 -7 -4
right_child=-2 3 8 -5 7 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00088311352635863771 -0.00070185230292100478 -0.00019536431581036683 -0.00010130757887361759 0.00078412938820881649 -0.00085098944944534316 -0.00027271456304850069 0.00096576763768854614 0.00027125137498265725 0.00054454131267217282 0.00036828310945282046 -9.0575224138806046e-05 0.00049138868483251377 -0.00076288025275406915
leaf_weight=0.0010638258675418249 0.0010080419463661802 0.0018654351404113105 0.0011084810579612457 0.0011861123801623222 0.0012452149000950416 0.0010342965107419399 0.0012784394405157187 0.0013153212710249364 0.0010762159296746703 0.0010428253084917571 0.0015259455328695644 0.0017603797148477297 0.0010411501745981109
leaf_count=466 141 190 196 244 169 41 237 134 852 27 364 399 450
internal_value=0 4.02704e-05 -0.000164266 0.000137557 6.10576e-05 0.000244706 0.000446253 -0.000205824 1.48825e-05 -0.000163672 -0.000432266 0.000208598 -0.000421733
internal_weight=0 0.0165436 0.0053325 0.0112111 0.010025 0.00593855 0.00407312 0.00408648 0.00426867 0.00319246 0.00277116 0.00279468 0.00214963
internal_count=3910 3769 1991 1778 1534 867 677 667 1525 673 533 440 646
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=13
num_cat=0
split_feature=14 124 123 133 132 12 50 160 2 1 13 16
split_gain=0.000189042 8.87796e-05 0.000160787 0.000212566 0.000123151 0.000157023 0.000130036 0.000128207 0.000128917 0.000167801 0.00015175 0.000112629
threshold=0.064610000000000015 0.0040150000000000003 1.0000000180025095e-35 0.093130000000000004 0.080815000000000012 -1.0000000180025095e-35 0.082310000000000008 0.087825000000000014 0.087005000000000013 0.11198000000000001 -1.0000000180025095e-35 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 10 11 -7 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00076268101325190725 -0.00080195762051581078 0.00057640913712138342 0.00061273887995097454 -0.00089422505835337097 0.00060761627047853969 2.1103966259964048e-05 -0.00062284210089167476 -0.0003760044293821958 0.00013832110231229528 0.00058560552261822528 0.00080271293306985242 -0.00054607868402241279
leaf_weight=0.0010112046221781692 0.0010194157249401583 0.0010075049273195165 0.0013816439759584053 0.0010095132505841689 0.001097336766120287 0.0016121451364034265 0.0010343243714216977 0.0018018863598272322 0.001553764389487225 0.0011793299412080384 0.0019488187183357647 0.001896538819385066
leaf_count=144 138 93 272 620 210 629 483 241 182 152 158 588
internal_value=0 3.42706e-05 -9.08396e-07 -6.08483e-05 3.20059e-06 -5.18955e-05 1.32865e-05 7.91323e-05 0.00017926 -2.81057e-05 0.000448857 -0.000237875
internal_weight=0 0.016534 0.0155265 0.0141449 0.0131353 0.012038 0.0110268 0.00999248 0.0081906 0.00462963 0.00356096 0.0034503
internal_count=3910 3772 3679 3407 2787 2577 2433 1950 1709 922 787 770
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=11
num_cat=0
split_feature=1 0 133 159 131 49 0 0 48 1
split_gain=3.2816e-05 0.000133589 6.15685e-05 5.37438e-05 7.43285e-05 8.39506e-05 9.84472e-05 0.000213034 0.000111025 9.74788e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.073745000000000019 0.07635500000000002 0.10447000000000002 -0.098179999999999976 -0.017269999999999997 0.086215000000000014 0.10543500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 9 -2
right_child=3 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.007804403372697076 0.0069591873318765604 0.0028836501687089151 -0.002843127381755216 0.0047183829262891505 0.004916195430595763 0.0045712110135713788 -0.011118762486719797 0.001225904028735178 -0.0043633907391548363 -0.00096063273275087289
leaf_weight=0.0010657028011320253 0.001261853034007665 0.001943432577593834 0.0013304794551773783 0.0011966778916399695 0.0011562142612592001 0.0010944210967781167 0.0011688309079816469 0.0011837252135214848 0.0013626340759535366 0.0013568364480438903
leaf_count=1009 158 452 547 380 367 114 467 200 110 106
internal_value=0 -0.00149684 0.000556355 0.000646232 7.85753e-05 -0.0006744 -0.00158078 -0.00490735 0.000384883 0.00285565
internal_weight=0 0.00433961 0.00327391 0.00978119 0.00858452 0.0074283 0.00633388 0.00235256 0.00398132 0.00261869
internal_count=3910 2008 999 1902 1522 1155 1041 667 374 264
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=12
num_cat=0
split_feature=14 15 16 2 2 16 13 4 43 47 4
split_gain=3.34673e-05 8.88334e-05 5.92975e-05 7.87626e-05 0.000106596 8.82066e-05 5.62352e-05 5.0581e-05 7.24367e-05 6.20075e-05 2.77328e-05
threshold=-0.13131999999999996 -0.16430499999999995 -0.38486499999999996 0.10910500000000002 0.099675000000000014 -0.114825 -0.084184999999999996 -0.0010999999999999996 -0.085614999999999983 0.092255000000000018 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8 -9 -5
right_child=1 2 3 10 -6 6 7 9 -10 -11 -12
leaf_value=-0.0031222098273651056 0.0054511148402032082 -0.0036962143390214582 0.0050695555594084197 0.0058664583567045831 -0.006042341117390564 -0.0047798623805113674 -0.0018323168236765383 -0.0050456693330793462 0.0048034607562519377 0.0015235766353073896 0.0013862079812111039
leaf_weight=0.0011831900337567871 0.0011296336255872058 0.0015884714816811986 0.0012214879245687283 0.0010611135502039959 0.001131685995127185 0.001014358683670725 0.0010408780671432459 0.0011356481866071672 0.0015003312004092772 0.0010178566622633667 0.0010049385381961989
leaf_count=172 282 289 182 144 259 609 385 165 1031 90 302
internal_value=0 0.00027483 -0.000224224 0.000320305 -0.000542515 0.000355548 -0.00065304 0.000238618 0.00208545 -0.00194071 0.00368724
internal_weight=0 0.0128464 0.0117168 0.0101283 0.00806225 0.00693056 0.00570907 0.00469471 0.00254121 0.0021535 0.00206605
internal_count=3910 3738 3456 3167 2721 2462 2280 1671 1416 255 446
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=11
num_cat=0
split_feature=52 376 457 52 13 49 2 2 2 12
split_gain=3.37476e-05 6.23053e-05 5.20455e-05 7.2291e-05 8.8111e-05 9.25201e-05 0.000123342 0.000104263 7.31221e-05 6.24576e-05
threshold=-0.27466499999999994 0.048375000000000008 0.069705000000000003 -0.091329999999999981 -0.10241499999999999 0.082865000000000008 0.084065000000000015 0.10946500000000002 0.10393500000000001 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 9 -8 -5 -6
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.003592029586432064 0.0040230786581084126 0.0045974452529054235 0.0031869254231926664 0.0056118013157959298 0.0037584428927722852 0.0030870146490054435 -0.010780143251946423 -0.002799527163413789 -0.0021478336850448477 -0.0033384521751129719
leaf_weight=0.0011039665352226115 0.0012254701313313679 0.0013699862255483084 0.0017361902108505708 0.0012290212859929154 0.001005402260494408 0.001015081502488217 0.0014984046039026647 0.001483543851812078 0.0010054243213675823 0.0012883141063800944
leaf_count=425 303 200 253 162 182 401 999 246 138 601
internal_value=0 0.000295901 -0.000217125 -0.000823246 -0.00151989 -0.00281284 -0.00394803 -0.00680972 0.00212023 -0.000227678
internal_weight=0 0.0128568 0.0114869 0.00975066 0.00852519 0.00629075 0.00527566 0.00298195 0.00223445 0.00229372
internal_count=3910 3485 3285 3032 2729 2429 2028 1245 300 783
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 52 15 3 4
split_gain=2.76911e-05 5.13658e-05 8.85707e-05 5.33812e-05 6.39009e-05 0.000119928 9.62626e-05 0.00016656 0.000105222
threshold=-0.061329999999999989 0.11930500000000001 0.11542500000000001 0.10559 -0.034289999999999994 0.071660000000000015 -0.017214999999999998 -0.074234999999999982 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -9
right_child=1 -3 -4 -5 6 -7 -8 8 -10
leaf_value=0.0029568643734775423 -0.0071583903172835611 -0.0050529739564934657 0.0050556020228154034 -0.0053810831560481432 0.0051440639415013603 0.0012703305865498461 0.0067841612665676607 0.00077646164091373484 -0.0082547555814747667
leaf_weight=0.0013932161935148049 0.0015143249532248992 0.0010458236740504565 0.0015319416663352797 0.0010631111257487563 0.0017016893274010205 0.0018469506922629917 0.0012465441272218915 0.0012470536757836327 0.0012975386363818014
leaf_count=310 818 145 391 154 614 800 311 211 156
internal_value=0 -0.000343052 8.71756e-05 -0.000680312 -0.000115891 -0.00252698 0.00135955 -0.000232904 -0.00382874
internal_weight=0 0.012495 0.0114492 0.00991721 0.0088541 0.00336128 0.00549283 0.00424628 0.00254459
internal_count=3910 3600 3455 3064 2910 1618 1292 981 367
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=14
num_cat=0
split_feature=14 52 124 157 12 43 13 160 151 13 48 1 16
split_gain=0.000245251 0.000137529 0.000141835 0.000141393 0.000147848 0.000162418 0.000185475 0.000198473 0.000191575 0.000161925 0.000152476 7.33918e-05 0.000336687
threshold=0.073890000000000011 -0.40083499999999994 0.0040150000000000003 -0.062769999999999979 0.10058500000000002 -0.15109999999999998 -0.23438999999999996 -1.0000000180025095e-35 -0.084019999999999984 -0.083514999999999992 0.095090000000000022 0.095575000000000007 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -9 -10 11 12 -11
right_child=-2 2 -4 4 -6 6 7 8 9 10 -12 -13 -14
leaf_value=-0.00059856687443476735 -0.00085873900622097791 0.00051962636843556095 0.00072535006795431008 0.00060680698825083847 -0.0004698995191905088 0.00060713483850894474 -0.00069115030150987725 -0.00063759674886349675 0.0005900472011228057 0.00022893844723904493 0.00053261291694533847 0.00012360697509957382 -0.0011195573238302657
leaf_weight=0.0010005773750452118 0.0010100687150352275 0.0017117136664808385 0.0010071166505022369 0.0014669207370892048 0.001986517923546414 0.0012891340210857321 0.0015525063592318556 0.0012295194458812877 0.0017415798787255377 0.0012390808006462867 0.0011086434863904204 0.0012694770848590267 0.0011045004352003775
leaf_count=389 135 422 87 145 406 145 606 160 391 138 59 172 655
internal_value=0 4.09764e-05 7.92791e-05 3.78342e-05 -2.11233e-05 5.31601e-05 -2.39353e-05 -0.00011193 4.9647e-06 0.0001272 -4.35191e-05 -0.000220301 -0.000406591
internal_weight=0 0.0177073 0.0167067 0.0156996 0.0139879 0.0120014 0.0105344 0.00924531 0.0076928 0.00646328 0.0047217 0.00361306 0.00234358
internal_count=3910 3775 3386 3299 2877 2471 2326 2181 1575 1415 1024 965 793
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=11
num_cat=0
split_feature=1 123 42 49 160 484 12 4 0 0
split_gain=3.18495e-05 6.58407e-05 7.45794e-05 9.3357e-05 9.02823e-05 0.000107404 7.20705e-05 7.70971e-05 7.93823e-05 3.84672e-05
threshold=0.12864500000000004 1.0000000180025095e-35 0.091955000000000023 -0.085974999999999982 0.031805000000000007 0.085515000000000022 0.093125000000000013 -0.076854999999999993 -0.11524 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -2
right_child=9 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0058369716671313925 0.004892446616844983 0.0038542438391172347 -0.0050866589258454515 0.00063031572119209335 0.0041182065527337625 0.0047357725064416404 0.0018134174516824975 -0.0020888294811075721 -0.0090726135346918205 -0.00022441233666820433
leaf_weight=0.0010015702138339065 0.0010112886528015953 0.0012101626640947201 0.0013842633055311049 0.0012266045061872866 0.0018886722527158284 0.0011108581051368412 0.0014118473884892147 0.0013195229454433521 0.0011275868936869472 0.001200264631586226
leaf_count=165 194 236 665 726 378 280 429 157 543 137
internal_value=0 -0.000414126 -0.000907437 -0.000270773 0.00041876 -0.000708834 -0.00189812 -0.0033245 -0.00530684 0.0021154
internal_weight=0 0.0116811 0.0104709 0.00908666 0.00808509 0.00619642 0.00508556 0.00367371 0.00244711 0.00221155
internal_count=3910 3579 3343 2678 2513 2135 1855 1426 700 331
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=12
num_cat=0
split_feature=14 15 15 13 43 16 13 16 1 2 2
split_gain=2.95826e-05 8.00987e-05 4.61755e-05 6.38586e-05 8.30583e-05 7.09196e-05 0.000100376 9.58526e-05 0.000134609 7.14002e-05 5.90107e-05
threshold=-0.13131999999999996 -0.16430499999999995 -0.10981499999999998 0.11596500000000001 -0.34918499999999997 0.15100500000000003 -0.074599999999999986 -0.094359999999999986 0.094485000000000013 0.092340000000000019 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 9 10 -4 -9
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0033140464637688538 0.0058511464301028689 -0.0046972316247318353 0.001092346616346668 -0.00086598948221038865 0.0078550826782370613 0.00045594626993513267 -0.0089082446576350255 -0.0041750310267640554 0.0078110028142302744 -0.00649947095597927 0.0026027596910868883
leaf_weight=0.0011763804597145844 0.0011202345606949717 0.0010073810025314047 0.001101477208728047 0.0010089223959075869 0.0010619921727036971 0.0011274863235812838 0.0010449743810547439 0.0011295153892297235 0.0014688720984666745 0.0012563950072088008 0.0013196190199337022
leaf_count=172 282 210 280 132 84 129 405 851 338 226 801
internal_value=0 0.000294603 -0.000245419 0.000180911 0.00360629 -0.000658741 -0.00404832 0.000514597 0.00260139 -0.00295296 -0.000523087
internal_weight=0 0.0126469 0.0115266 0.0105193 0.00207091 0.00844834 0.00217246 0.00627588 0.00391801 0.00235787 0.00244913
internal_count=3910 3738 3456 3246 216 3030 534 2496 1990 506 1652
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=11
num_cat=0
split_feature=14 484 474 1 43 16 43 2 2 15
split_gain=0.000185681 8.84894e-05 0.000103813 0.000105231 0.000132528 0.000164505 0.000155929 0.00011517 9.96294e-05 0.000195931
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.073139999999999983 0.20277000000000003 -0.089949999999999988 0.087995000000000004 0.10113500000000002 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9 -10
right_child=-2 2 -4 -5 7 -7 -8 8 9 -11
leaf_value=-0.00046558297243434906 -0.0008010994073754359 -0.00032781771911362254 0.00057853649358604372 0.00042967109701296679 -0.00060667895212290995 0.00088516148816712758 0.00047976778169638587 0.00028499309975645867 0.00014725063424148128 -0.00076550374517516426
leaf_weight=0.0011604759343796503 0.0010006090005096327 0.0019845338290516885 0.0013236469417613481 0.0019587194138551084 0.0018496746604390072 0.0010005991739969536 0.001484371375709885 0.0019010880943511324 0.0019002056606682908 0.0014905707879902118
leaf_count=583 141 413 374 272 815 137 335 406 237 197
internal_value=0 3.56781e-05 7.47358e-05 2.55931e-05 -4.25726e-05 0.000211943 1.77544e-05 -0.00020186 -6.03632e-05 -0.000253992
internal_weight=0 0.0160539 0.0148934 0.0135698 0.011611 0.0044695 0.00346891 0.00714154 0.00529186 0.00339078
internal_count=3910 3769 3186 2812 2540 885 748 1655 840 434
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=11
num_cat=0
split_feature=51 15 15 0 1 0 3 2 1 4
split_gain=3.0482e-05 5.40006e-05 9.45434e-05 6.29434e-05 0.000104035 9.43471e-05 8.12769e-05 6.5242e-05 0.000142325 0.000114599
threshold=0.12190000000000002 -0.24219999999999997 -0.11739999999999999 -0.10575999999999998 0.10786000000000001 -0.070894999999999986 0.090325000000000003 0.10113500000000002 0.11215000000000001 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 8 9 -7
right_child=-2 2 3 5 -6 7 -8 -9 -10 -11
leaf_value=0.0039225460115672574 -0.0034096156283817207 -0.0057388213500713424 -0.0031700850538154582 -0.0048792316683625254 0.0077621438894195467 0.00063053892602257669 0.0044770646259342387 -0.0026026087656259959 -0.0035354435083464219 0.010217024139780834
leaf_weight=0.0014957363669673264 0.0010286565806875139 0.0011723133261104064 0.0013273863797191657 0.0017299503641300899 0.0011291683089071462 0.0010233520607488729 0.0010450520918786621 0.0016614012454899052 0.0011101104985640209 0.001076411404103938
leaf_count=302 220 279 249 1899 111 119 82 382 105 162
internal_value=0 0.000260628 -0.000225154 0.000414641 0.00263753 -0.000764487 0.000198462 0.000696794 0.00240453 0.0055449
internal_weight=0 0.0127709 0.0112751 0.0101028 0.00350161 0.00660123 0.00237244 0.00487128 0.00320987 0.00209976
internal_count=3910 3690 3388 3109 442 2667 331 768 386 281
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=15
num_cat=0
split_feature=14 1 0 157 48 14 2 15 12 4 3 0 151 133
split_gain=0.000170186 0.000147092 0.000252541 0.000153279 0.000190868 0.000178291 0.000350924 0.000119475 0.000114391 0.000226016 0.000243967 0.000101724 8.07359e-05 7.25025e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 0.12862000000000004 -0.13131999999999996 0.11125500000000001 0.024640000000000006 0.10333000000000002 -0.0025899999999999994 -1.0000000180025095e-35 0.18055000000000002 -0.0008699999999999999 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 11 9 -7 -11 13 -12 -4
right_child=-2 3 7 4 -6 6 -8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0010769181973273229 -0.00078796705819775129 0.00074059270042145325 -0.00011504592123691548 -0.00050723674352532886 -0.00073880329444106041 0.00054915729072839078 0.001067951121321326 0.00051516867818082442 0.00062672501690723219 -0.001025983067499305 -0.00041122166534507149 0.00026921785030107118 0.00029712613893679316 -0.00081189727950180767
leaf_weight=0.0010898075705047857 0.0010288559853367371 0.0014997415944613948 0.0012006132467665552 0.0013426896907606971 0.0010124882991124915 0.0016661670001147247 0.0016651557272589395 0.0011659150602835269 0.0011426357957988256 0.0012532773961938986 0.0010022901807271722 0.0011345650558105547 0.0016161561957025597 0.0010999035778021596
leaf_count=463 138 246 193 121 86 621 251 850 108 206 45 27 105 450
internal_value=0 3.21123e-05 -0.000228207 0.000153535 7.12576e-05 0.000155913 0.000262604 -2.71781e-05 6.18669e-05 -5.46805e-05 -0.000314538 -0.000211258 2.59844e-05 -0.000448219
internal_weight=0 0.0178914 0.0056908 0.0122006 0.0107009 0.00968837 0.00834568 0.004601 0.00668053 0.00553789 0.00387172 0.00343508 0.00261845 0.00230052
internal_count=3910 3772 1983 1789 1543 1457 1336 1520 1085 977 356 670 150 643
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=16
num_cat=0
split_feature=14 133 3 48 50 2 132 159 15 49 457 16 160 1 52
split_gain=0.000337691 0.000193414 0.000242746 0.000312847 0.000288881 0.000164282 0.00015688 0.000118586 0.000229038 0.000134792 0.000205962 0.000137842 0.000154679 0.000155583 0.000395657
threshold=0.077685000000000018 0.10599500000000002 0.16699000000000003 0.12649500000000002 0.086465000000000014 0.11542500000000001 0.079995000000000011 0.09141500000000001 -0.11739999999999999 -0.052649999999999995 0.084715000000000013 -0.114825 -0.022899999999999997 0.095575000000000007 0.083750000000000005
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 8 -1 10 -10 -11 -13 14 -14
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 11 -12 12 13 -15 -16
leaf_value=-0.00069831194457007468 -0.0010627834620866069 -0.00075744557942365861 0.0008471012119465153 -0.00094865378371992613 -0.00081777334610830677 0.00076121834452225526 0.00077944161548147033 -0.00053484130487838619 -0.00054001316113099353 0.00096039369738442812 0.00047553489830330702 0.00085048401662920342 -0.0010339788936312942 0.00054956939716516422 0.00041173227894286739
leaf_weight=0.0011419944262274365 0.001030259318144682 0.0010095463499222709 0.0013890313405716835 0.0010907525530706166 0.0011389261862084022 0.0014879332651217816 0.00110203798848063 0.0011653491135235278 0.0017880082262717598 0.0010870603094757202 0.0011757610112306249 0.0011105202502013139 0.0011737525105542396 0.0014956071360588494 0.0015740903363635067
leaf_count=206 126 542 178 90 507 291 153 235 195 112 83 260 352 180 400
internal_value=0 4.51748e-05 9.03894e-05 2.68091e-05 9.57156e-05 0.00016846 9.96311e-05 3.56652e-05 9.87023e-05 0.000195481 -0.000137134 0.00034853 0.000224299 6.04245e-05 -0.000205809
internal_weight=0 0.0189304 0.0179208 0.0165318 0.015441 0.0143021 0.0128142 0.0117121 0.0105468 0.0094048 0.00296377 0.00644103 0.00535397 0.00424345 0.00274784
internal_count=3910 3784 3242 3064 2974 2467 2176 2023 1788 1582 278 1304 1192 932 752
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=11
num_cat=0
split_feature=14 484 474 1 43 48 2 2 15 42
split_gain=0.000220079 8.04071e-05 0.000103985 0.000111455 0.000107539 0.0001328 9.38645e-05 9.02145e-05 0.000179399 7.7809e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.073139999999999983 0.086665000000000006 0.087995000000000004 0.10113500000000002 -0.0039399999999999991 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -6 -8 -9 -3
right_child=-2 2 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.00039180947815160069 -0.0007762244244097073 0.00027077775843909976 0.00053125107897675607 0.00041106355196826057 -0.00049064603015634418 0.00066788503731295341 0.0002563426960661972 0.00014646066336992153 -0.00065426003244567976 -0.00025854858844367561
leaf_weight=0.0011342619428911056 0.0010084001292869479 0.0015799852124869472 0.0013506623910751097 0.0019543020522560612 0.0018555350422629615 0.0011833185520029009 0.0018706529319077398 0.0018161177840590875 0.0014794615918510435 0.0016586066098543649
leaf_count=583 138 363 374 272 818 186 406 237 197 336
internal_value=0 4.61464e-05 7.98279e-05 3.43195e-05 -3.00192e-05 0.000178501 -0.000161333 -4.30555e-05 -0.000213001 -3.10488e-07
internal_weight=0 0.0158829 0.0147486 0.013398 0.0114437 0.00442191 0.00702177 0.00516623 0.00329558 0.00323859
internal_count=3910 3772 3189 2815 2543 885 1658 840 434 699
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=16
num_cat=0
split_feature=14 1 0 474 16 0 15 2 49 51 42 4 42 12 4
split_gain=0.0004401 0.000117157 0.000231563 0.000181639 0.000158867 0.00021565 0.000205551 0.000196717 0.000187562 0.000210257 0.000118119 0.000102615 9.91493e-05 6.95421e-05 5.56019e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 0.059400000000000008 -0.055679999999999993 -0.15713499999999997 -0.064869999999999983 1.0000000180025095e-35 0.0037600000000000003 0.085845000000000019 0.085330000000000003 0.0082450000000000006 1.0000000180025095e-35 0.08401500000000002 -0.23071499999999998
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 -6 12 9 -3 13 -8 -7 -4 -15
right_child=-2 3 10 -5 6 7 11 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00088941765793726433 -0.0011695464016997649 0.00078676047511594936 -0.00019086005058128926 0.00079753027366333089 -0.00076196678319959848 0.00058626903491590615 -0.00026548819387810197 0.0010398987004465435 -0.00072005210079624895 -0.0003737763239385538 -0.000468627231418819 0.00046334458102006694 -0.0001872367816176726 0.00012358192417182234 0.00069242425954102102
leaf_weight=0.0011408753880625426 0.0010183684516457394 0.0010416429132242082 0.0010323836398267194 0.0012921569528811924 0.0014195452945949642 0.0010665992491806662 0.0012677273728492226 0.0015281231257170337 0.0010685799908856097 0.0010079515332694911 0.0011769153453054411 0.0012678237149543747 0.0011093492685951105 0.0012725795796271178 0.0010124392780705201
leaf_count=468 126 107 123 244 234 223 363 226 57 36 689 44 259 33 678
internal_value=0 5.50596e-05 -0.000160595 0.000155748 7.88009e-05 0.000246259 -0.000210051 0.000541754 -0.000104759 0.000216031 2.44153e-05 9.8942e-05 0.000191918 0.000199332 0.000375623
internal_weight=0 0.0177047 0.00563519 0.0120695 0.0107773 0.00682225 0.0039551 0.00370407 0.00311817 0.00204959 0.00449432 0.00253555 0.00217595 0.0033174 0.00228502
internal_count=3910 3784 1991 1793 1549 908 641 708 200 143 1523 407 482 834 711
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=15
num_cat=0
split_feature=14 124 4 47 131 14 4 484 1 12 2 48 2 13
split_gain=0.000204832 0.000136091 0.000178153 0.000135794 0.000130633 0.000183909 0.000176205 0.000122834 0.000130232 0.000111212 0.000147742 0.000113876 6.67642e-05 6.02283e-05
threshold=0.064610000000000015 0.0040150000000000003 -0.49837999999999999 0.11926500000000002 0.089305000000000009 -0.13131999999999996 0.28937500000000005 0.085515000000000022 0.11353000000000001 0.095175000000000023 0.091985000000000011 0.085265000000000021 0.082715000000000025 -0.00059999999999999995
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 8 9 10 11 12 -7 -12
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00066413219789537988 -0.00079957373181853528 0.00068563854953472244 -0.00047258887127466279 -0.0005665844316242 -0.00052554388040877383 -0.00025730904319146164 0.00081254303293077333 0.0007416912585614014 0.00063537841611491003 -0.00056803321398042313 0.00067041066495617527 -0.00061485486693118024 0.000373639008177252 0.00014343656277580769
leaf_weight=0.0012296751231432703 0.0010134065344054718 0.0010042812445720658 0.001365608090671047 0.0010711791031713927 0.0010017950156565062 0.0010664066993331819 0.0014852133350247666 0.0010025404168119657 0.0011612408707352539 0.0010343242790167738 0.0012691319684037354 0.00125768641448096 0.0011371410073274615 0.0016202214689475455
leaf_count=173 138 93 138 132 471 336 220 277 116 489 310 175 740 102
internal_value=0 3.91607e-05 -2.18686e-06 5.40562e-05 0.000103665 0.0001545 0.000232112 0.000141831 7.1462e-05 -1.72111e-05 7.25017e-05 -0.000179939 6.82918e-05 0.000374907
internal_weight=0 0.0167064 0.0157022 0.0144725 0.0134013 0.0123995 0.0110339 0.00954869 0.00854615 0.00738491 0.00635059 0.00346123 0.00220355 0.00288935
internal_count=3910 3772 3679 3506 3374 2903 2765 2545 2268 2152 1663 1251 1076 412
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=11
num_cat=0
split_feature=1 123 150 48 1 12 12 159 2 0
split_gain=3.15926e-05 6.58528e-05 8.88567e-05 7.4056e-05 8.7288e-05 9.07677e-05 0.000164365 0.00010833 8.60793e-05 8.50559e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11315500000000002 0.10329000000000001 0.11198000000000001 0.098845000000000016 0.092150000000000024 0.084730000000000014 0.098195000000000018 -0.089879999999999974
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=-0.00081383473324815494 0.0036703422541367959 0.0050007780579416948 -0.0079589208992823651 -0.0060806032561128527 0.0052062679129581298 -0.0077033402303000147 0.0087821618908837489 -0.0087267870461318082 -0.0060280946874083858 0.0078630660183069533
leaf_weight=0.0019269394709991628 0.001313003912998773 0.0012698023077408098 0.0010427982815837651 0.0012252618800661736 0.0019197364797991249 0.0010199381423854261 0.0011723127221301109 0.001057026090791011 0.0010196334187223439 0.0011148319860744224
leaf_count=421 225 276 122 200 228 416 513 277 179 1053
internal_value=0 -0.000402545 -0.000999246 -0.000305122 0.000461525 -0.000784413 0.000337375 -0.0015968 0.000258861 0.00236631
internal_weight=0 0.0127683 0.0114985 0.0104557 0.00923042 0.00731068 0.00629074 0.00511843 0.0040614 0.00304177
internal_count=3910 3685 3409 3287 3087 2859 2443 1930 1653 1474
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=15
num_cat=0
split_feature=14 124 133 47 51 2 12 0 43 160 0 16 2 4
split_gain=0.000228945 0.000138833 0.000141087 0.000143131 0.000163202 0.000264087 0.000226833 0.000139663 0.000121775 0.000125528 9.66152e-05 8.66349e-05 0.000156889 4.00083e-05
threshold=0.073890000000000011 0.0049200000000000008 0.088850000000000026 0.11926500000000002 0.12190000000000002 0.10325000000000002 0.089995000000000006 -0.15007499999999999 -0.18906999999999999 0.087825000000000014 -0.11991499999999998 -0.055679999999999993 0.086915000000000006 0.41315500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 13 -1 10 -10 -12 -13 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 -15
leaf_value=0.0005062114706102282 -0.00090377722246313367 0.00070788984136231907 -0.00055298678711696221 -0.00061060701531206595 -0.00063208974584568595 0.00071397516006184805 -0.00026527477668861389 0.0012440019695739986 0.00039585401686622809 -0.00066629288174816479 0.00017495647940703594 -0.00079631029677066181 0.00012275008908634648 0.0001812598473209134
leaf_weight=0.0013037094570542843 0.0010139327674789497 0.0010661398547866926 0.0015869469016499349 0.0011265664074701079 0.0010399288200622124 0.0010796302007327618 0.0010063885444654974 0.0013868338371956822 0.001575320277228065 0.0013283335435374105 0.001771528210521448 0.0014789271426483399 0.0012808071925462594 0.0010068212806286104
leaf_count=85 135 90 821 104 135 56 233 257 123 208 900 438 268 57
internal_value=0 3.50083e-05 -7.2611e-06 4.90307e-05 0.00010115 0.000158836 0.000538338 0.000771186 -3.57076e-05 -0.000130733 -1.42352e-05 -0.000156805 -0.00036977 0.000456912
internal_weight=0 0.0180379 0.0169717 0.0153848 0.0142582 0.0132183 0.00447967 0.00347329 0.00873863 0.00743492 0.00610658 0.00453126 0.00275973 0.00208645
internal_count=3910 3775 3685 2864 2760 2625 603 370 2022 1937 1729 1606 706 113
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=11
num_cat=0
split_feature=159 51 484 133 151 4 0 15 1 133
split_gain=3.57336e-05 5.35832e-05 6.73707e-05 0.000100906 7.31795e-05 0.000103487 0.00014676 0.000119993 0.000107779 4.04855e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.0023199999999999996 -0.084874999999999992 0.27020000000000005 -0.11756999999999999 -0.053579999999999996 0.088135000000000005 0.08653000000000001
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=-0.0040295194732842725 -0.0084828479327566011 0.0054175270246628777 0.005463895144591762 -0.0057131566903865626 -0.0070477960177942073 0.0074624585485782869 0.0082757617415391872 0.004533605737330605 -0.0077443291711096667 -0.0018287884954380439
leaf_weight=0.0013135486000911663 0.0010108922256981583 0.0012434515794225191 0.0012386791360162021 0.0012590788527590937 0.001626016237664096 0.0013079999018076613 0.0013483257147848047 0.0016529469621564103 0.0010040730224161907 0.0010725673082127409
leaf_count=520 889 264 346 249 167 255 333 225 355 307
internal_value=0 0.00038795 -0.000154907 -0.000831815 2.43889e-06 0.000900648 -0.000379624 0.00175562 -0.000601557 0.00202982
internal_weight=0 0.012764 0.0115206 0.0102819 0.00927101 0.00801193 0.00670393 0.00507791 0.00372959 0.00272551
internal_count=3910 3390 3126 2780 1891 1642 1387 1220 887 532
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=14
num_cat=0
split_feature=14 1 4 13 47 0 1 157 4 3 2 4 16
split_gain=0.000247134 0.000111251 0.000270205 0.000141971 0.000147257 0.000135143 0.000160201 0.000114871 8.72374e-05 8.52865e-05 0.000168479 9.3064e-05 6.71889e-05
threshold=0.073890000000000011 0.077800000000000022 -0.084009999999999987 -0.090394999999999989 0.077735000000000012 -0.017269999999999997 0.13271500000000003 -0.062769999999999979 -0.49837999999999999 0.11818000000000002 0.090695000000000012 0.05309500000000001 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 6 7 -5 -1 10 11 -9 -4
right_child=-2 3 12 5 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.00020131953750438539 -0.00092619874211613356 0.0010864631177226196 -0.00097489245296693717 0.00067630726447411396 9.0158703184392726e-05 0.00065053573974493126 -0.00071116371450027449 -0.0005076292768826287 0.00048009399944993363 -0.00047096189636203824 0.00053343695251908594 0.00019671955447752616 -0.00034622082500375596
leaf_weight=0.0011155970108419552 0.0010086512281684964 0.0011235275521647861 0.0011551669058959945 0.0010040577610665475 0.0010706101058044828 0.0012306698922510259 0.0011112399321470514 0.0016170096464682574 0.0018384347359205184 0.0012589647329206421 0.0019079243909887501 0.0012133907493228346 0.0013771560767983286
leaf_count=41 135 264 879 133 79 293 123 552 368 53 185 101 704
internal_value=0 5.31213e-05 -0.000172233 0.000160284 0.000600325 5.69461e-05 -3.31008e-05 7.45201e-05 0.000222757 -2.62303e-05 9.19341e-05 -0.000205675 -0.000633001
internal_weight=0 0.0170237 0.00548635 0.0115374 0.00219414 0.00934326 0.00811259 0.00700135 0.00295403 0.00599729 0.00473832 0.0028304 0.00253232
internal_count=3910 3775 1992 1783 343 1440 1147 1024 409 891 838 653 1583
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=15
num_cat=0
split_feature=14 52 1 4 157 0 16 0 2 49 51 15 4 16
split_gain=0.000294923 0.000138124 0.00013574 0.000173109 0.000172163 0.000191949 0.000188957 0.000129091 0.000222205 0.000205008 0.00016722 0.000117668 8.92702e-05 4.65978e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 -0.084009999999999987 -0.072409999999999988 -0.017269999999999997 -0.055679999999999993 -0.15713499999999997 1.0000000180025095e-35 0.0037600000000000003 0.085845000000000019 -0.064869999999999983 -0.49837999999999999 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 6 7 9 -9 10 -6 -8 -3 -5
right_child=-2 2 4 13 5 -7 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00061468402347880408 -0.00095073890972452067 -0.00026639197557135405 0.00082006068869906463 -0.00076697067958687458 0.0007790429968921414 0.00081015323121060208 -0.0008455997004029926 4.8978441393516929e-05 0.0010449699277421374 -0.00072382035782352246 -0.00026171360727271845 -4.44619881594242e-05 0.00038625221581070667 -0.00026699699718263901
leaf_weight=0.0010045419931011294 0.0010515183015521725 0.0011070940430990134 0.0012700899411492448 0.0012091153352782325 0.0010198144716805678 0.0011366947642104308 0.0011069823920890932 0.0018207858901056679 0.0012326035773258927 0.0010511298683393289 0.0010065936756937788 0.0013176921851129402 0.0018154952189544252 0.0012379717013987542
leaf_count=389 135 40 195 878 105 179 189 430 181 57 34 229 364 505
internal_value=0 3.72721e-05 7.73722e-05 -0.000158589 0.000192953 0.000110776 1.78564e-05 0.000187153 0.000451044 -7.46665e-05 0.00026206 -0.00041022 0.000139027 -0.000514036
internal_weight=0 0.0173366 0.0163321 0.00536968 0.0109624 0.0096923 0.0085556 0.00613093 0.00305339 0.00307754 0.00202641 0.00242467 0.00292259 0.00244709
internal_count=3910 3775 3386 1787 1599 1404 1225 807 611 196 139 418 404 1383
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=14
num_cat=0
split_feature=14 124 4 123 484 157 3 2 3 51 2 1 16
split_gain=0.000297559 0.000107549 0.0001626 0.00012432 0.000208521 0.000143523 0.000165473 0.000178782 0.000194565 0.000174675 0.000128359 0.000100024 0.000120676
threshold=0.073890000000000011 0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 -0.07453499999999999 -0.100615 0.10679500000000001 0.10420500000000001 0.013805000000000001 0.10274500000000002 0.094890000000000016 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 10 8 11 -9 -7 12 -8
right_child=-2 -3 3 -5 5 6 7 9 -10 -11 -12 -13 -14
leaf_value=-0.00059900101071834987 -0.00093035877794001118 0.00060826191968465495 -0.00074202667436876256 0.00062693683148660345 0.00063017301661224938 0.00010115733799668031 1.9806438100661261e-05 -0.00081466868005975737 0.00077331806177793308 0.00010935817949113789 0.0008620712695081369 0.00025543854047919474 -0.00072531343767914011
leaf_weight=0.0012470718014226641 0.0010295612547184798 0.0010324418391039541 0.001042751682413137 0.0011597384406506353 0.0013559745661345371 0.0019543550852667959 0.001652378616748023 0.0017691516208246938 0.0010228612636949408 0.0010156708262423694 0.0010887390525353424 0.0017047544532671072 0.0011715965736758874
leaf_count=173 135 90 542 257 315 177 614 316 78 84 108 215 806
internal_value=0 5.25226e-05 1.70721e-05 6.85039e-05 2.14996e-05 8.40154e-05 1.89356e-05 -0.000110454 7.37464e-05 -0.000477661 0.000373392 -8.42592e-05 -0.000289325
internal_weight=0 0.0172175 0.016185 0.014938 0.0137782 0.0127355 0.0113795 0.00833641 0.00555159 0.00278482 0.00304309 0.00452873 0.00282398
internal_count=3910 3775 3685 3512 3255 2713 2398 2113 1713 400 285 1635 1420
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=11
num_cat=0
split_feature=484 1 52 1 3 0 4 15 151 0
split_gain=3.75236e-05 4.31005e-05 9.18636e-05 0.000101264 9.00089e-05 0.000104435 0.000104405 0.000101603 7.53791e-05 7.40211e-05
threshold=0.088645000000000015 0.12263000000000002 0.11588000000000002 0.11215000000000001 0.099570000000000006 -0.074249999999999997 -0.37626499999999991 -0.089594999999999994 -0.0068399999999999989 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -3
right_child=-2 9 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0055662977801732736 -0.0041082267625330224 0.0065416333305485831 -0.0062982685703533462 -0.0053677901006940441 0.0061094967700880375 -0.0020302041651933857 0.0070212905708377273 -0.0059713751082132544 -0.002890253871718648 -0.00092652286471320029
leaf_weight=0.0010082016906070345 0.0010281248623574468 0.0013220454212007761 0.0011368575239583843 0.0013008488145766139 0.0015538251188817465 0.0010170958394989382 0.0016425265280698422 0.0018229626808973602 0.0010720067692536021 0.0012949876304190907
leaf_count=134 329 188 448 186 126 162 443 1394 353 147
internal_value=0 0.000295672 -0.000336743 0.00038292 0.00130458 0.000166961 0.00355981 -0.00214493 0.00120833 0.00284616
internal_weight=0 0.0131714 0.0105543 0.00941747 0.00811662 0.00656279 0.00265962 0.00390317 0.00208021 0.00261703
internal_count=3910 3581 3246 2798 2612 2486 605 1881 487 335
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=15
num_cat=0
split_feature=14 484 48 0 16 4 42 49 12 133 16 13 151 0
split_gain=0.000226545 0.000161945 0.000151142 0.000196294 0.000170318 0.000262159 0.000128701 0.000109349 0.000119399 0.0001356 0.000172704 0.00019751 0.000100288 6.20518e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.12675000000000003 -0.13027499999999997 -0.073459999999999984 0.28937500000000005 0.10138000000000001 -0.084934999999999997 0.10333000000000002 -0.036599999999999987 0.16388500000000003 -0.083514999999999992 -0.0074049999999999993 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 12 7 -5 9 -9 11 -11 -3 -13
right_child=-2 2 -4 6 -6 -7 -8 8 -10 10 -12 13 -14 -15
leaf_value=-0.00059384455434157747 -0.00085094122280915353 0.00024865502247290198 -0.00059480992929528576 -0.00048914137586545271 0.00093061874233368381 0.00097828639675628351 -0.00060708335995805285 0.00066039007459138674 0.00065309584310659899 0.00061394034792091072 -0.0005324146994932096 -0.00055554071939355632 -0.00056828578652418343 4.5815809619833267e-05
leaf_weight=0.0013459480243334541 0.0010853416782650163 0.0010069682577480421 0.0010857520900546388 0.0011314685374278601 0.0016907512891321209 0.0010152619437969607 0.0011393482374233493 0.0010694073197324867 0.0013313989307526088 0.0018328039517241279 0.0019448523822236229 0.0010273265119412382 0.0011357030207647389 0.0014983943044528279
leaf_count=584 135 45 108 128 115 113 367 521 226 379 328 635 98 128
internal_value=0 3.53248e-05 8.54051e-05 0.000132078 0.000447883 0.000189428 -7.44215e-06 6.20195e-05 0.000133666 3.98654e-05 -6.54105e-05 0.000142975 -0.000184357 -0.000198783
internal_weight=0 0.0182554 0.0169094 0.0158237 0.00484868 0.00315793 0.010975 0.00983565 0.00870418 0.00737278 0.00630338 0.00435852 0.00214267 0.00252572
internal_count=3910 3775 3191 3083 371 256 2712 2345 2217 1991 1470 1142 143 763
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=12
num_cat=0
split_feature=1 4 133 160 52 42 4 16 15 133 0
split_gain=3.2496e-05 0.000133156 5.98436e-05 0.000103791 9.37669e-05 8.80253e-05 0.000103863 0.000199697 6.8929e-05 2.39315e-05 8.6788e-06
threshold=0.076710000000000014 -0.084009999999999987 -0.0047949999999999989 -1.0000000180025095e-35 -0.013104999999999999 0.088115000000000013 0.0051950000000000008 -0.52908499999999992 -0.099824999999999983 1.0000000180025095e-35 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 -4 6 -5 -8 -9 -1 -3
right_child=2 10 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0041134618742142415 0.0058719129393718823 -0.0074378518149426616 0.00057648984161877284 -0.0042618102312384906 -0.0087804486263932842 0.0067791823627604856 -0.005152576104630659 0.010695792867368471 0.0028901871797174746 -0.00046706045852212878 -0.0044553057716401456
leaf_weight=0.0012668972620890799 0.0010262918878291534 0.0010010418479643977 0.0010825530099914937 0.0017718099771901236 0.0011148522525383014 0.0013050268138338136 0.0011813684635886001 0.001017985539437737 0.0013490357751197689 0.0010866759203230457 0.001000293297695104
leaf_count=266 329 700 197 464 285 344 103 103 77 156 886
internal_value=0 -0.00165294 0.00069626 9.42023e-05 -0.00417075 0.00150877 0.000215954 0.00245183 0.00624715 0.00199857 -0.00594714
internal_weight=0 0.00435491 0.00984892 0.00882263 0.00219741 0.00662523 0.0053202 0.00354839 0.00236702 0.00235357 0.00200134
internal_count=3910 2008 1902 1573 482 1091 747 283 180 422 1586
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=15
num_cat=0
split_feature=14 124 133 484 42 3 133 0 0 12 48 0 2 150
split_gain=0.000180531 0.000112706 0.000157236 0.000119175 0.000124693 0.00014325 0.000143818 0.000167966 0.000145711 0.000121545 8.90252e-05 0.000146823 6.99008e-05 3.6858e-05
threshold=0.073890000000000011 0.0049200000000000008 0.098810000000000023 -0.0043499999999999988 -1.0000000180025095e-35 -0.11266 0.083815000000000014 -0.053834999999999994 -0.074514999999999984 1.0000000180025095e-35 0.086285000000000014 -0.19631499999999999 0.10488500000000002 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 12 7 8 9 10 11 -7 -6 -12
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00048049571745322931 -0.00072251499943249147 0.00059561123518101422 -0.0006483628981044686 -0.00036152846204995121 0.00027534962370250353 0.0007549929167593297 0.00059061327590202793 -0.00066274133217750165 0.00067216367624110688 -0.00053696703435119827 -0.0004174247180905696 -5.4008972167563508e-05 0.00083908966587036644 4.6626433914112043e-05
leaf_weight=0.0012053022208404788 0.0010107217147503891 0.0010212884825648886 0.0010619780935899993 0.0016347870007955767 0.0016983649145325677 0.0011718459657386049 0.0012818387008156672 0.0011209515553169628 0.0010179849096630398 0.001196200616888056 0.0010612792432067586 0.0016205083363596213 0.0010977604303559207 0.0010152206013156473
leaf_count=497 135 90 579 748 116 83 406 227 108 539 84 130 119 49
internal_value=0 3.46399e-05 -7.60049e-07 4.47193e-05 9.02071e-05 0.000150335 4.82454e-05 -3.64973e-05 6.26112e-05 -3.96987e-05 8.24722e-05 0.000285499 0.000496674 -0.000190546
internal_weight=0 0.0172053 0.016184 0.015122 0.0139167 0.012282 0.00948583 0.00820399 0.00708304 0.00606505 0.00486885 0.00279235 0.00279613 0.0020765
internal_count=3910 3775 3685 3106 2609 1861 1626 1220 993 885 346 213 235 133
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=16
num_cat=0
split_feature=14 43 42 40 48 484 3 0 15 15 49 3 42 0 2
split_gain=0.000287561 0.000144069 0.000212401 0.000372998 0.000240799 0.000179069 0.00019022 0.000378554 0.000329071 0.000194173 0.000295165 0.000346711 0.000100739 8.4579e-05 7.75123e-05
threshold=0.073890000000000011 0.18078000000000002 -0.10770999999999999 -0.018084999999999997 0.12649500000000002 -1.0000000180025095e-35 -0.10315499999999998 -0.053834999999999994 -0.03231499999999999 -0.095799999999999982 -0.07107999999999999 0.086245000000000016 0.087765000000000024 -0.18087499999999998 0.10184000000000001
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 8 9 -7 13 -11 12 -12 -8 -10
right_child=-2 -3 3 4 -6 6 7 -9 14 10 11 -13 -14 -15 -16
leaf_value=-0.00070281578829936163 -0.00096117373023818368 -0.00063526807942604748 0.00090573066181287381 -0.00064781318879487276 -0.00083657598294735328 0.0013452798876217001 -0.00062144900978483195 -0.00098702596760775574 -0.00017921416928314118 -0.00035897835044647607 -9.7112547038881751e-05 0.0016318816651809773 0.00072593950902279135 4.8323011010373851e-05 0.00050105676983124611
leaf_weight=0.0011367400070880244 0.001072992807900768 0.0010486093460472306 0.0019811947602432723 0.0010396289808901589 0.001048643603980306 0.0011814664653090889 0.0010980719576383358 0.0011602908103708481 0.0013080495723212212 0.0012345239509522167 0.0011110086925675208 0.0010194614008343927 0.0010069235785246603 0.001716555501764412 0.0010912592210523542
leaf_count=211 135 250 335 511 92 95 63 232 93 139 765 77 550 258 104
internal_value=0 4.28564e-05 8.43584e-05 0.000140294 3.20973e-05 0.000102346 0.000167731 1.18442e-05 0.000531104 0.000173115 0.000421679 0.000728858 0.000294189 -0.000212975 0.000130188
internal_weight=0 0.0181824 0.0171338 0.0159971 0.0140159 0.0129672 0.0119276 0.00834684 0.00358078 0.00718655 0.00437192 0.00313739 0.00211793 0.00281463 0.00239931
internal_count=3910 3775 3525 3314 2979 2887 2376 2084 292 1852 1531 1392 1315 321 197
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=11
num_cat=0
split_feature=52 376 43 4 47 1 52 15 43 0
split_gain=3.44617e-05 4.93548e-05 7.47056e-05 8.15531e-05 9.81562e-05 9.49109e-05 8.70238e-05 8.9096e-05 7.63008e-05 7.42677e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 0.076710000000000014 -0.074484999999999982 -0.20388499999999996 -0.14005499999999999 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 -5 -7 -8 -2 -9
right_child=1 -3 3 4 -6 6 7 9 -10 -11
leaf_value=-0.0036208592882484387 0.0003906915367543328 0.0047053267227793938 -0.0062923356816989373 -0.0047217144116866961 -0.0059393048897948188 -0.0025083935763383965 -0.0010180715459239438 0.010115324581309742 0.0076352717351976978 0.0029007325409026513
leaf_weight=0.0011180483556620388 0.0019551761163620791 0.0010562512321653011 0.001180780267275334 0.0012035652854602312 0.0011880041997835876 0.0014980868215803671 0.0013309691970579199 0.0010654246232606468 0.0010009521644089416 0.0016654221733021762
leaf_count=425 368 130 133 1187 220 150 194 102 479 522
internal_value=0 0.000281711 -0.000104813 -0.00105926 -0.000282157 0.000711522 0.00188767 0.00350903 0.00284372 0.00571547
internal_weight=0 0.0131446 0.0120884 0.00913225 0.00795147 0.00676347 0.0055599 0.00406182 0.00295613 0.00273085
internal_count=3910 3485 3355 2508 2375 2155 968 818 847 624
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=11
num_cat=0
split_feature=13 2 3 39 0 49 15 3 16 3
split_gain=3.21437e-05 8.26786e-05 5.3461e-05 7.53616e-05 0.000211113 9.76066e-05 0.000138339 8.16606e-05 4.95773e-05 3.59304e-05
threshold=-0.090744999999999978 0.097940000000000013 -0.13927999999999999 0.091635000000000008 -0.053834999999999994 -0.07107999999999999 -0.095799999999999982 0.086245000000000016 -0.096824999999999981 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 8 -8 -7 -3
right_child=2 9 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0027902671715625514 0.0031737698857630158 0.0081877848176680999 -0.0057330673979381916 0.0046677340275477651 -0.010824861275377479 0.00038134926931281365 0.0013186771922841529 0.0095402418622505206 -0.0069878580456250883 0.0019864019090036537
leaf_weight=0.001307414619588756 0.00174447886982793 0.0010055264028637489 0.0015376204684466235 0.0010371466168606546 0.001363780086129124 0.0010026154982048213 0.0017589726696271638 0.0011564259271707872 0.0011120474072026801 0.0011644584896767021
leaf_count=379 269 111 196 193 307 161 1851 86 212 145
internal_value=0 0.00198369 -0.0006755 -0.00142422 -0.00222083 -0.000434196 0.0011856 0.00457985 -0.00349393 0.00486
internal_weight=0 0.0034774 0.0107131 0.00896861 0.00793146 0.00656768 0.00503006 0.0029154 0.00211466 0.00216998
internal_count=3910 635 3275 3006 2813 2506 2310 1937 373 256
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=14
num_cat=0
split_feature=14 52 39 48 2 4 52 4 484 2 2 4 1
split_gain=0.000278514 0.000164618 0.000140967 0.000262071 0.000221329 0.00035032 0.000252275 0.000136215 0.000115485 0.000129675 0.000146744 0.000120229 9.49326e-05
threshold=0.073890000000000011 -0.40083499999999994 0.084835000000000008 0.12649500000000002 0.10910500000000002 0.053925000000000008 0.098910000000000012 0.17888000000000001 0.073820000000000011 0.094400000000000026 0.089910000000000004 -0.030814999999999995 0.11663000000000003
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 9 10 11 -3 -4
right_child=-2 2 12 -5 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00067908356223737225 -0.00094843498013911229 0.00026578876226484812 0.00016324303029227976 -0.00084136978951811605 0.0011519888456705371 -2.0688539690531986e-05 -0.00069684610697153925 0.00053937683913074541 0.00050257170467153797 -0.00075506455956087545 0.00056608311790596038 -0.00051070983552146281 0.0009133905551252262
leaf_weight=0.0010164920798865348 0.0010243896639001568 0.0010694950133809545 0.0012474432231559169 0.0011160384717436031 0.0015308347401415011 0.002013727394399244 0.0017145291865667553 0.0017530556546474646 0.0010830651939183755 0.0010083406682774255 0.0010866302039816474 0.0018728356488280995 0.0010699318597371115
leaf_count=389 135 819 185 87 192 219 542 135 223 169 186 422 207
internal_value=0 4.2663e-05 8.69497e-05 1.82124e-05 9.12621e-05 0.00048577 -5.45834e-05 8.52768e-05 -4.4791e-05 -0.000162479 -1.41706e-05 -0.000228464 0.000509586
internal_weight=0 0.0175824 0.0165659 0.0142486 0.0131325 0.00354456 0.00958795 0.00787342 0.00612037 0.0050373 0.00402896 0.00294233 0.00231738
internal_count=3910 3775 3386 2994 2907 411 2496 1954 1819 1596 1427 1241 392
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=12
num_cat=0
split_feature=51 15 15 0 2 150 0 2 2 0 3
split_gain=3.23296e-05 6.031e-05 7.58618e-05 7.4893e-05 0.000102217 0.000113685 8.92742e-05 7.94257e-05 5.28392e-05 0.000137941 0.000153391
threshold=0.12190000000000002 -0.24219999999999997 -0.11739999999999999 -0.10575999999999998 0.083795000000000022 0.082085000000000019 -0.06402999999999999 0.08400500000000001 0.10836000000000003 0.14676000000000003 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -5 9 10 -8
right_child=-2 2 3 6 5 -7 8 -9 -10 -11 -12
leaf_value=0.0045088701281820473 -0.0038202219247795806 -0.0056352515743494386 0.009088847346667657 -0.0091150299498418859 -0.0047126441135019528 0.0048566242417865252 0.0088103312986564063 -0.00074493756891289118 0.0053291961878593431 -0.0072639242119085391 -0.0028081409908692952
leaf_weight=0.0015311117736210448 0.0010636380766972141 0.0012116800165647259 0.0010137994056080846 0.001085015936138075 0.0011465180106378405 0.0014317514024533885 0.001081984656204682 0.0012525950349540132 0.0010311848841846293 0.001068580233489342 0.0012629527420213978
leaf_count=302 220 279 81 710 202 159 135 1387 213 57 165
internal_value=0 0.000284849 -0.00027336 0.000352884 0.00299677 0.000601313 -0.00104738 -0.00462997 0.000836815 -0.000520282 0.00255277
internal_weight=0 0.0131172 0.0115861 0.0103744 0.00359207 0.00257827 0.00678231 0.00233761 0.0044447 0.00341352 0.00234494
internal_count=3910 3690 3388 3109 442 361 2667 2097 570 357 300
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 160 12 1 457 151 12 42 2 2 4
split_gain=0.000217117 0.000109695 0.000143044 0.000200842 0.000221405 0.000126279 0.00011877 0.000107832 0.000164579 0.000117508 0.000146057 0.000165571 0.000104526 0.000205849 1.71488e-05
threshold=0.064610000000000015 0.08919500000000001 1.0000000180025095e-35 0.093130000000000004 -0.0043499999999999988 0.091575000000000017 -1.0000000180025095e-35 0.12811000000000003 0.069705000000000003 -0.0080899999999999982 0.094045000000000004 0.086635000000000004 0.084235000000000018 0.10274500000000002 0.15927500000000003
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 -8 11 12 -11 -14 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 14 -13 13 -15 -16
leaf_value=-0.00083723919421998464 -0.00085691821337146299 0.00064313491841950859 0.00056196459142891244 -0.00087059418612415453 -0.00044009097565721308 -0.00046543547333263572 -0.00053367115958842222 0.00079214238733033774 0.00084471272068328265 0.00057793385446077686 -0.00046215662499979055 0.00095270575031554936 -0.00064348016361687036 0.00043807115401457675 -0.00011408204449972087
leaf_weight=0.0010268878353051807 0.0010207318717399263 0.0010013843514445715 0.0014617676533276109 0.0010022049420182434 0.0011259298582848411 0.001375129758847197 0.0010690226679200276 0.00100163067766225 0.0010405514739120778 0.0012161415572785302 0.0010082484103724797 0.0011152529002089809 0.0012340582301463062 0.0012665579346916415 0.0010027477858012834
leaf_count=468 138 76 284 620 172 152 169 112 135 247 353 387 438 109 50
internal_value=0 3.80772e-05 8.0868e-08 -5.66247e-05 3.88229e-06 7.32294e-05 0.000140082 0.000205706 0.000140094 4.74261e-05 0.000138206 0.000315833 0.000124732 -9.56762e-05 -0.000288595
internal_weight=0 0.0169475 0.0159461 0.0144844 0.0134822 0.0124553 0.0110801 0.00995421 0.00895258 0.00791203 0.00684301 0.00483201 0.00371676 0.00250062 0.002011
internal_count=3910 3772 3696 3412 2792 2324 2172 2000 1888 1753 1584 1181 794 547 403
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=11
num_cat=0
split_feature=1 123 150 2 13 157 2 43 4 3
split_gain=3.44177e-05 7.16595e-05 8.39149e-05 7.37435e-05 9.01907e-05 8.47085e-05 0.000106281 0.000109794 0.000191804 3.99077e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11315500000000002 0.12663500000000003 0.16421000000000002 -1.0000000180025095e-35 0.10946500000000002 -0.074254999999999988 0.0057500000000000008 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0039339185492340929 0.0036434686522648827 0.0049777482547498694 -0.0075699062805112682 -0.0063860246993000438 -0.0062894706770767897 0.0056346372328846331 0.0088080436890447516 -0.0025467972017664976 0.0049838512842429192 -0.0090470084043835792
leaf_weight=0.0015478410376361298 0.0013377866236346696 0.0012840862703422237 0.0010251817678902505 0.0010571460853629 0.0010624735720375098 0.001891846768247205 0.0011933215082991031 0.0010140587680341133 0.0015574912812561861 0.0011804722890704639
leaf_count=566 225 276 122 159 163 663 236 1149 247 104
internal_value=0 -0.000407405 -0.00100715 -0.000366674 0.000306873 0.0011427 0.00229197 0.000914236 -0.00146589 -0.00604336
internal_weight=0 0.0128139 0.0115298 0.0105047 0.00944751 0.00838503 0.00683719 0.00564387 0.00375202 0.00219453
internal_count=3910 3685 3409 3287 3128 2965 2399 2163 1500 1253
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=12
num_cat=0
split_feature=52 52 2 50 42 43 42 2 0 151 1
split_gain=3.63264e-05 4.50761e-05 8.80254e-05 5.49394e-05 4.45097e-05 7.30144e-05 9.73759e-05 0.000129055 0.000126965 7.21962e-05 0.000117049
threshold=-0.27466499999999994 -0.081429999999999989 0.091985000000000011 0.086465000000000014 -1.0000000180025095e-35 -0.14839499999999997 0.084100000000000022 0.113945 0.012625000000000003 -0.0008699999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 9 -7 -11
right_child=1 3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.0037924948345930882 -0.00046573024605347108 -0.0039678024248048418 0.0077479742851761365 -0.0051096774381057296 0.0062073859311588247 0.00036917774771606598 -0.005679805470065016 -0.0047279709075864528 -0.0028235528506375803 0.0026002525317616481 0.012463335344023345
leaf_weight=0.0011137365618834197 0.001511811736059806 0.001078689944474214 0.0010457654944796869 0.0010279120303505135 0.0010130470735409507 0.0010482230365407019 0.0012056843020696604 0.0013912392300633788 0.0013446235729377585 0.0012046249080758711 0.0010821445429996471
leaf_count=425 347 658 199 620 94 128 967 173 60 151 88
internal_value=0 0.000304047 0.00289276 -0.000332807 0.000191324 0.000732534 -2.96799e-05 0.00109245 0.00282284 0.00509939 0.00726766
internal_weight=0 0.0129538 0.00255758 0.0103962 0.00936828 0.00828959 0.00727654 0.00607086 0.00467962 0.00333499 0.00228677
internal_count=3910 3485 546 2939 2319 1661 1567 600 427 367 239
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=12
num_cat=0
split_feature=1 123 150 11 159 3 49 49 52 16 4
split_gain=3.35933e-05 6.36973e-05 6.65598e-05 7.29e-05 8.36121e-05 0.00012195 0.000146406 9.28555e-05 7.7338e-05 8.63497e-05 4.22789e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11247500000000001 0.081005000000000008 0.09141500000000001 -0.12008499999999998 1.0000000180025095e-35 -0.084114999999999981 -0.076599999999999988 -0.14879499999999998 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 9 10 -12
leaf_value=0.0071117304605002709 0.0034721492749929437 0.004499383219498109 -0.0066110954957058626 -0.0062635400516000911 -0.0058549381628277743 -0.0050841852752268463 -0.0076098853490544367 0.0078210407910842446 0.0063773980119513759 0.001104489407803625 -0.0051106329172584501
leaf_weight=0.0014529709619485248 0.0013314753821659442 0.0012803461782629104 0.0010048717379091557 0.0010152568390717287 0.0010600940040321879 0.0010010673322205354 0.0011927850475240793 0.0011657117351994064 0.0010780132207956778 0.0013978549969631683 0.0010030082041982574
leaf_count=137 225 276 125 211 333 138 608 240 93 1317 207
internal_value=0 -0.000385074 -0.000935021 -0.000384827 0.000253402 0.00103438 -0.00025688 0.00129662 0.00267191 0.000946521 -0.001492
internal_weight=0 0.012652 0.0113716 0.0103668 0.00935151 0.00829141 0.00683844 0.00564566 0.00464459 0.00347888 0.00240086
internal_count=3910 3685 3409 3284 3073 2740 2603 1995 1857 1617 1524
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=15
num_cat=0
split_feature=14 1 4 474 14 15 13 52 43 1 150 4 4 16
split_gain=0.000185532 0.000118121 0.000157173 0.000128957 0.000149973 0.000243535 0.000111956 0.000171946 0.000149821 0.000225891 0.000208497 8.68173e-05 8.65226e-05 4.70173e-05
threshold=0.064610000000000015 0.077800000000000022 -0.084009999999999987 0.059400000000000008 -0.13131999999999996 -0.14789999999999995 -0.090394999999999989 0.14114500000000005 -0.083684999999999996 0.11215000000000001 0.095950000000000021 -0.00072999999999999985 -0.49837999999999999 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 -6 -7 8 -8 10 11 -10 -1 -4
right_child=-2 3 13 -5 5 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00030246005001984433 -0.00076434209370243892 -0.0005132522300044614 -0.00078816423417579122 0.00070670135844297236 0.00098853758166781922 0.00053345740599439835 0.0003285182921589287 0.00058992195172165697 -6.5106046102497264e-05 -0.00106554092284126 0.00055603118760934875 -0.00081605288741061304 0.00035673577936070158 -0.00029174349309567959
leaf_weight=0.0010502019234271687 0.0010131228464941152 0.0012591440050798023 0.0011444495638644665 0.0011716301021419398 0.0010182994504494046 0.0013061235780046495 0.0014252535200018832 0.0011550530626412703 0.001009129773914672 0.0010780966725186317 0.00104360905152312 0.0010115938160778267 0.0017291193716393984 0.0013821542891267308
leaf_count=41 138 113 878 244 222 193 204 148 363 128 61 105 368 704
internal_value=0 3.3901e-05 -0.00018961 0.000137224 7.24849e-05 0.000154005 4.81616e-05 -4.61238e-05 -0.000178076 -0.000352376 -0.000101469 -0.000441037 0.00010765 -0.000516602
internal_weight=0 0.0167839 0.00530593 0.0114779 0.0103063 0.00904716 0.00802886 0.00672274 0.00556768 0.00414243 0.00306433 0.00202072 0.00277932 0.0025266
internal_count=3910 3772 1991 1781 1537 1424 1202 1009 861 657 529 468 409 1582
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=14
num_cat=0
split_feature=14 124 4 157 51 42 12 457 151 16 43 49 4
split_gain=0.000209892 0.00010283 0.000126825 0.000150487 0.000152848 9.03177e-05 0.000102475 0.00011753 0.000164804 0.000190783 0.000161763 9.91956e-05 0.000100689
threshold=0.064610000000000015 0.08919500000000001 -0.49837999999999999 -0.072409999999999988 -0.032189999999999989 -1.0000000180025095e-35 0.10058500000000002 -0.0034949999999999994 -0.084019999999999984 -0.50763499999999995 -0.083684999999999996 -0.045004999999999996 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9 -10 -11 -12 -13
right_child=-2 -3 3 4 5 6 -8 8 9 10 11 12 -14
leaf_value=-0.00056091448664740134 -0.00080925953763482186 0.00059745925374315144 0.00057453005290909222 -0.00057795820380696908 -0.00045776774404837454 -0.00041192960228384422 -0.00041469961291046477 -0.00033473446636425358 0.0010710988610386886 0.00087251314546876865 0.0005801234264799477 0.00024049829629582738 -0.0003506749200849545
leaf_weight=0.0012151349117642879 0.0010198601918625502 0.0010101367809000989 0.0015879854036297625 0.001416054744939099 0.0010338959395092559 0.0010277275187838353 0.0011176465540993072 0.0013764149773181807 0.0010293465168009896 0.0010430188442301092 0.0010439974363668841 0.0019197906224623341 0.0018626216370536976
leaf_count=173 138 76 446 392 827 159 194 182 108 136 77 700 302
internal_value=0 3.72671e-05 1.16374e-06 4.84024e-05 -1.65121e-05 5.28966e-05 0.000103563 0.000165827 0.000237581 0.000351767 0.000225614 8.58151e-05 -5.06207e-05
internal_weight=0 0.0166838 0.0156736 0.0144585 0.0128705 0.0114545 0.0104206 0.00930292 0.00827519 0.00689878 0.00586943 0.00482641 0.00378241
internal_count=3910 3772 3696 3523 3077 2685 1858 1664 1505 1323 1215 1079 1002
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=11
num_cat=0
split_feature=52 1 4 52 14 0 52 16 15 43
split_gain=3.68926e-05 4.97569e-05 0.000116527 7.85158e-05 6.61648e-05 8.90397e-05 9.98571e-05 9.48828e-05 5.26013e-05 2.70705e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.084009999999999987 -0.091329999999999981 -0.13131999999999996 -0.13870499999999999 -0.0066199999999999991 -0.055679999999999993 -0.10192499999999999 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 -5 6 -6 8 -7 -2
right_child=1 3 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.0042126740537573515 -0.00070286870350402093 0.0073839227734897057 -0.0064007139967174895 -0.0050985459516904343 -0.0008662070324822308 -0.0023512093517485495 0.0078047813896458887 -0.0066138067249894572 0.0049189799099484226 0.0046191716955659903
leaf_weight=0.0011164059876629705 0.0011639004469534771 0.0010907433642756252 0.0018091980174141623 0.0010542895263957585 0.0012886558567447443 0.0010500410273441762 0.0018949667734264953 0.0012367068723080831 0.001269782769577568 0.0010498499753637536
leaf_count=425 377 217 1375 128 134 176 240 364 435 39
internal_value=0 0.000340965 -0.00187643 0.00134494 0.000499849 0.00137555 0.00429497 -0.00123777 0.00162821 0.00182106
internal_weight=0 0.0129081 0.00402295 0.00888519 0.00779444 0.00674015 0.00318362 0.00355653 0.00231982 0.00221375
internal_count=3910 3485 1791 1694 1477 1349 374 975 611 416
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=11
num_cat=0
split_feature=1 123 16 49 49 4 16 15 4 52
split_gain=3.30125e-05 5.03744e-05 6.57496e-05 6.74662e-05 9.21675e-05 7.92658e-05 9.35161e-05 7.70358e-05 7.5291e-05 6.96466e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.085974999999999982 -0.047894999999999993 0.17888000000000001 -0.084184999999999996 -0.064869999999999983 -0.034289999999999994 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 -9
right_child=-2 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0072582850365429915 0.0042785572257319528 0.0049208418040014345 -0.0070578799657660118 0.008642410213234069 -0.0090045699271444034 0.004878055063617685 -0.0067960002880786356 -0.0061424657423074392 0.0081122226489081361 0.003128238748614422
leaf_weight=0.0012649265050098018 0.0013313449995086277 0.0012815886035529309 0.0010904651573280114 0.0010184723531861976 0.0012693096853317763 0.0017444288866625707 0.0011461641127295872 0.0011695860363123414 0.0010807342390086881 0.0015599388721787098
leaf_count=136 225 276 175 131 734 185 513 661 361 513
internal_value=0 -0.000476463 -0.00108622 -0.000311629 0.000506799 -0.000532815 -0.00204892 -0.000267624 0.00169618 -0.000844206
internal_weight=0 0.0126256 0.011344 0.0100791 0.00898863 0.00797016 0.00622573 0.00495642 0.00381026 0.00272952
internal_count=3910 3685 3409 3273 3098 2967 2782 2048 1535 1174
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=11
num_cat=0
split_feature=16 16 0 1 150 12 12 13 42 2
split_gain=3.56941e-05 0.000107566 6.74621e-05 0.00012649 0.000104721 6.66723e-05 8.09862e-05 7.88355e-05 4.31284e-05 1.20054e-05
threshold=-0.055679999999999993 -0.010344999999999998 -0.11756999999999999 0.11395500000000001 0.077110000000000012 1.0000000180025095e-35 0.092150000000000024 0.043015000000000005 1.0000000180025095e-35 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 9 7 -7 -3 -4 -1
right_child=1 5 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.003075280408878949 -0.0090942299163104933 -0.00035165071701951728 0.0040510651847902113 0.011471739389932938 0.0041761482455176663 -0.008563667562608665 0.00044067166622692271 0.0084471967970833998 -0.0028793254599094138 -0.007091272471786347
leaf_weight=0.0010080475648317475 0.0010290630652056137 0.0019754973076896898 0.001227889209208408 0.0010373278605890763 0.0014020424582134317 0.0010519958094718784 0.0018906101782520846 0.001058106745402243 0.0012028082666425191 0.0010067377177596379
leaf_count=184 404 344 712 223 129 527 509 62 705 111
internal_value=0 -0.00132629 0.00131114 0.00386702 -0.00128304 1.13026e-05 -0.00277842 0.00271735 0.000621625 -0.00508197
internal_weight=0 0.00700527 0.00688485 0.00346803 0.00341683 0.00597621 0.00294261 0.0030336 0.0024307 0.00201479
internal_count=3910 1846 2064 1640 424 1442 1036 406 1417 295
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=11
num_cat=0
split_feature=13 2 0 47 157 16 0 15 3 3
split_gain=3.91905e-05 7.92475e-05 4.68362e-05 0.000125209 9.87222e-05 0.000102457 9.93645e-05 8.09592e-05 6.49093e-05 2.92336e-05
threshold=-0.090744999999999978 0.097940000000000013 -0.017269999999999997 0.09252500000000001 -0.055684999999999991 -0.018539999999999997 -0.10209999999999998 -1.0000000180025095e-35 0.096385000000000012 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -4 -6 -3
right_child=2 9 7 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0023923126210749768 0.0065574496661736838 0.0077477905727415339 0.0069964519731449785 -0.0070836265850699725 -0.0052211214374507488 -0.0057921558359959047 0.0070765078230707141 -0.0013444508437694608 0.0026154430658514179 0.0023148924088045174
leaf_weight=0.0012840018679996668 0.0010069946778835537 0.0010007218491911163 0.0010309047361819895 0.0017350968260530465 0.0012266799535725053 0.0017977557635417826 0.001014615489612505 0.0015611100255270563 0.0010437973767538494 0.0011197033293263948
leaf_count=379 410 111 117 321 179 689 1215 270 74 145
internal_value=0 0.00213652 -0.000718177 -0.0016096 -4.99656e-05 -0.001359 0.00106703 0.00197292 -0.00161845 0.00487892
internal_weight=0 0.00340443 0.010417 0.00782494 0.00608984 0.00508285 0.00328509 0.00259201 0.00227048 0.00212043
internal_count=3910 635 3275 2888 2567 2157 1468 387 253 256
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 12 0 2 151
split_gain=3.53327e-05 6.01534e-05 7.83503e-05 7.26378e-05 6.73418e-05 0.000124891 0.000149544 8.23204e-05 0.000170962 7.28162e-05
threshold=-0.49837999999999999 0.024745000000000003 1.0000000180025095e-35 0.083725000000000008 -0.077044999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.15713499999999997 1.0000000180025095e-35 -0.0080899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -9 -6
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0039496398010318854 -0.008466628633237154 0.0044659849525186101 0.0061536205934960035 0.00013751087352407163 -0.0058047521148372099 0.0025742674000153428 -0.0085442051117209823 0.00019368426379945728 0.011835470612123724 0.0024513909475300652
leaf_weight=0.0011177763742915231 0.0010804783038238157 0.0016369690788777301 0.0010521679785941021 0.0010155596805808422 0.0010226231536094588 0.0010746523688532888 0.0016160036026163149 0.0017518002033683428 0.0010929300652966366 0.0012876359710882286
leaf_count=176 880 192 179 1017 91 145 410 453 233 134
internal_value=0 0.000334975 -0.000280127 -0.0042978 0.000666308 -6.95877e-05 -0.00410347 0.0020359 0.0046664 -0.00120314
internal_weight=0 0.0126308 0.0109939 0.00209604 0.00889781 0.00784565 0.00269066 0.00515499 0.00284473 0.00231026
internal_count=3910 3734 3542 1897 1645 1466 555 911 686 225
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 12 3 4 4
split_gain=3.41272e-05 4.67783e-05 6.04742e-05 7.71184e-05 8.23734e-05 0.000137518 0.000100458 0.000130437 6.32953e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.086650000000000019 0.085185000000000025 0.11818000000000002 0.0057500000000000008 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0041212325010761474 0.0050365932656072053 0.0048486985714916902 0.00054720351357159206 -0.0054724361660946031 -0.0022903540920848264 0.0067648120682674926 -0.0061056754725095207 0.0079596428600080416 -0.0069061554991872373
leaf_weight=0.0010368292544215328 0.0011335832399660154 0.0011531713755246155 0.00119300105371461 0.0015880541123136733 0.0017693078916878593 0.0019761439124275264 0.0013366019545555941 0.0011288930876027971 0.0013461293532976617
leaf_count=627 367 216 847 342 254 718 108 194 237
internal_value=0 0.000325319 -0.000129385 -0.000695838 0.000171069 0.0016327 -0.000762164 0.00170217 -0.00340422
internal_weight=0 0.0126249 0.0114717 0.0103381 0.00875008 0.00621095 0.0042348 0.0028982 0.00253913
internal_count=3910 3283 3067 2700 2358 1274 556 448 1084
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=11
num_cat=0
split_feature=52 1 4 52 14 0 52 15 15 133
split_gain=3.4205e-05 4.07675e-05 8.57759e-05 6.0971e-05 5.99045e-05 8.02658e-05 9.17892e-05 8.5489e-05 9.15474e-05 2.2815e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.084009999999999987 -0.091329999999999981 -0.10523499999999998 -0.13870499999999999 -0.0066199999999999991 -0.03231499999999999 -0.10192499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 -5 6 -6 8 -7 -2
right_child=1 3 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.0043500519589926264 0.0041015270429272908 0.0070806728849769273 -0.0060127944731349072 -0.0052700727696712293 -0.00087499530497832292 -0.0032713753673494087 0.0080596456313193569 -0.0062349846747744089 0.0074022943389139978 -0.0011386483812516159
leaf_weight=0.0010874060067442457 0.0011285050628115322 0.0010578066721009249 0.0017393766027154348 0.0010002056744543072 0.0012638189221151619 0.0010606794596987074 0.0018317844409326961 0.0013553343487826483 0.0010302838092486877 0.001036921260330774
leaf_count=425 261 217 1375 129 134 196 239 544 235 155
internal_value=0 0.000365623 -0.00179538 0.00134683 0.000542638 0.00143136 0.00441197 -0.00124595 0.00198788 0.00159225
internal_weight=0 0.0125047 0.0039048 0.00859991 0.00754211 0.0065419 0.0030956 0.0034463 0.00209096 0.00216543
internal_count=3910 3485 1791 1694 1477 1348 373 975 431 416
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=13
num_cat=0
split_feature=14 484 474 1 160 2 12 12 1 1375 0 42
split_gain=0.000192988 9.60948e-05 0.000114147 9.11428e-05 8.72559e-05 9.0976e-05 0.00011631 0.00010037 8.90541e-05 9.32879e-05 7.01346e-05 4.07585e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.080734999999999987 0.083585000000000007 0.098845000000000016 0.08401500000000002 0.085990000000000011 -1.0000000180025095e-35 -0.098179999999999976 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 8 -7 -10 -6 -9
right_child=-2 2 -4 -5 5 6 -8 11 9 -11 -12 -13
leaf_value=-0.00047703618970686623 -0.00079596121603032729 -0.00053259302539362214 0.00059802814316504483 0.00040096378905890145 -3.0113264238197018e-06 -0.000328549582738366 -0.00043898537581027783 0.00073416483205035324 -0.00018428527180991964 0.00051174701430466694 -0.00061595074406665246 0.00024500480110793948
leaf_weight=0.001135506405992504 0.001001388858800161 0.001083519808899285 0.001325285504582178 0.0019244567443120518 0.0014004652272028295 0.0014525023970609202 0.0010902999526337448 0.0013151119068904593 0.0010862013932704251 0.001665221311011043 0.0011695507234833627 0.001042536518829934
leaf_count=583 141 425 374 272 71 155 250 474 41 237 516 371
internal_value=0 4.06568e-05 8.10441e-05 2.92559e-05 -3.40179e-05 1.8831e-05 0.000119852 0.000212711 4.15759e-05 0.000236969 -0.000281945 0.000517862
internal_weight=0 0.0156907 0.0145552 0.0132299 0.0113054 0.0102219 0.00765187 0.00656157 0.00420393 0.00275142 0.00257002 0.00235765
internal_count=3910 3769 3186 2812 2540 2115 1528 1278 433 278 587 845
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=13
num_cat=0
split_feature=14 48 0 15 43 1 0 52 2 0 3 15
split_gain=0.000179569 9.78254e-05 0.000140076 0.000153232 9.61613e-05 9.36194e-05 8.42801e-05 7.56878e-05 0.00012782 0.000119076 0.000123787 0.000136386
threshold=0.064610000000000015 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 -1.0000000180025095e-35 0.11198000000000001 -0.089879999999999974 0.11588000000000002 0.10705000000000002 0.14676000000000003 -0.100615 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 8 9 10 -8 -12
right_child=-2 -3 6 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=0.00056448949569451077 -0.0007420017580384617 -0.00047361768376760283 -0.0005535411366826273 0.00070147869958456363 -0.00033007209988718391 0.00032464296911470259 0.00062741413890376096 -0.00043218448856354287 0.00057109325212750751 -0.00054287948885908593 -0.00043253755240709753 0.00031780292906998089
leaf_weight=0.0010369539930188253 0.0010262006237182894 0.0011345718557866568 0.0010266687271290936 0.0020000531331356387 0.0018398251954421987 0.0011739690508456579 0.001064028302319824 0.0011506831447441381 0.0013426546664423444 0.001253735610213913 0.0017204786517371873 0.0014775732229281163
leaf_count=139 138 129 473 194 126 102 189 416 374 53 430 1147
internal_value=0 3.93542e-05 7.79316e-05 0.000291233 8.86739e-05 -7.50397e-05 -6.49045e-05 -2.26764e-06 6.98619e-05 -5.21474e-05 9.22066e-05 -8.58631e-05
internal_weight=0 0.0162212 0.0150866 0.0060508 0.00405075 0.00301379 0.00903582 0.00800915 0.00685847 0.00551582 0.00426208 0.00319805
internal_count=3910 3772 3643 561 367 228 3082 2609 2193 1819 1766 1577
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=11
num_cat=0
split_feature=13 2 4 49 1 160 150 2 0 3
split_gain=3.0995e-05 6.30908e-05 0.000103148 4.09747e-05 5.17346e-05 6.82712e-05 5.60566e-05 0.000111845 0.000127105 4.69515e-05
threshold=-0.090744999999999978 0.11203000000000002 -0.06272999999999998 0.10447000000000002 0.13271500000000003 -0.081299999999999983 0.095565000000000011 0.088055000000000008 -0.075584999999999986 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 9 -9 -7
right_child=3 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0057401779923082711 0.0042513671738892414 0.006039052672150021 0.0041915912184332339 0.0035588665933739146 -0.0054813875390516235 0.0035615894565847548 0.0030179653876837831 -0.011062803334867054 -0.0012011004308419503 -0.0023605224434447483
leaf_weight=0.0010048172005152171 0.0013192236809106486 0.0012001724286399939 0.0011500322871750546 0.001073363644847663 0.0012096389732984122 0.001495249245814521 0.0012134659997648511 0.0012171387277793955 0.0014916684031330504 0.0012693896090439098
leaf_count=209 599 195 231 317 153 882 130 535 440 219
internal_value=0 0.00187794 -0.000439643 -0.000628567 -0.00111628 -0.000456758 -0.0013856 -0.00236187 -0.00563222 0.00084244
internal_weight=0 0.00335502 0.00215485 0.0102891 0.00921577 0.00800614 0.00668691 0.00547345 0.00270881 0.00276464
internal_count=3910 635 440 3275 2958 2805 2206 2076 975 1101
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=11
num_cat=0
split_feature=48 48 51 4 42 151 15 3 13 13
split_gain=3.25671e-05 9.07125e-05 7.76545e-05 7.75442e-05 0.000107856 0.000111211 7.87032e-05 0.000116834 7.18696e-05 6.86992e-05
threshold=0.11930500000000001 0.096835000000000018 0.08955500000000001 0.28937500000000005 0.085545000000000024 -0.016164999999999995 -0.017214999999999998 0.10666500000000002 -0.071149999999999977 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -6 -8
right_child=-2 -3 -4 -5 8 6 7 -9 -10 -11
leaf_value=0.0078648950442591781 -0.0041610156133117847 0.0073294720976773871 -0.006105233513245302 0.0058081614995393639 -0.0099721669938285899 -0.0051147676790213228 0.0034208324153700508 0.0082053125884275161 -0.00078346111875947616 -0.0048085745665833301
leaf_weight=0.0012414427545330555 0.0010885519593429151 0.0010643568694247924 0.001280047826295933 0.0014383267169916147 0.0010579558094124643 0.001585029447509107 0.001085549056019352 0.0011407410346677693 0.0010706123595315489 0.0015250242631998118
leaf_count=306 161 218 364 344 818 417 486 47 311 438
internal_value=0 0.000348185 -0.00030221 0.000430011 -0.000458482 0.00112457 -0.000443493 0.00153024 -0.0053505 -0.00138656
internal_weight=0 0.0124891 0.0114247 0.0101447 0.00870635 0.00657779 0.00533634 0.00375131 0.00212857 0.00261057
internal_count=3910 3749 3531 3167 2823 1694 1388 971 1129 924
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=11
num_cat=0
split_feature=11 48 52 13 1 39 2 0 52 0
split_gain=3.33121e-05 5.48831e-05 5.42093e-05 6.09579e-05 0.000110646 0.000106641 0.000105108 0.000135288 6.16207e-05 8.92291e-05
threshold=0.079700000000000007 -1.0000000180025095e-35 0.17829500000000004 -0.083354999999999985 0.090475000000000014 0.005105000000000001 0.11230000000000001 -0.23029999999999998 -0.088779999999999984 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -9 -10
right_child=-2 2 -4 5 -6 -7 -8 8 9 -11
leaf_value=-0.004697181599849617 -0.0044848822530004825 0.0009503298620295508 -0.0050449368729041282 0.0092498288185792477 0.011871992414180341 0.0079324751031236897 -0.0094771544385505758 0.0034859599443692532 0.0011416018592840685 -0.0098557121366215014
leaf_weight=0.001461801300790753 0.0012032189480784281 0.0019932879219573324 0.0010254045288684297 0.0010587577743165237 0.001165388201411004 0.0011733696144284374 0.0010401907906990105 0.0010225089790383271 0.0010840838416027684 0.0012704230459457118
leaf_count=227 254 695 438 52 262 273 246 310 112 1041
internal_value=0 0.000424101 0.00111514 0.00175916 0.00497986 0.000229211 -0.00142142 0.000467657 -0.00228572 -0.00479223
internal_weight=0 0.0122952 0.0108334 0.00980801 0.00315868 0.00664933 0.00547596 0.00443577 0.00337702 0.00235451
internal_count=3910 3656 3429 2991 957 2034 1761 1515 1463 1153
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=13
num_cat=0
split_feature=14 48 0 15 0 43 52 52 2 0 3 1
split_gain=0.000252275 0.000101897 0.000127807 0.000162554 0.000104427 9.64678e-05 8.57623e-05 9.48359e-05 0.000163092 0.0001772 0.00015688 7.99326e-05
threshold=0.064610000000000015 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 -0.089879999999999974 -1.0000000180025095e-35 -0.27466499999999994 0.11588000000000002 0.10869000000000002 0.12500000000000003 -0.08348499999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 8 9 10 -8 -7
right_child=-2 -3 4 -5 6 11 7 -9 -10 -11 -12 -13
leaf_value=0.00058117272779918141 -0.00089510790546581205 -0.00047934579940241904 -0.00060727324431968251 0.00073728983467184653 -0.00043037131890830393 -0.00031184250824011698 0.00076072718238762778 -0.0003808274815572049 0.00084084751815736373 -0.00048105436618099071 -8.8501282695718544e-05 0.00030218473362556263
leaf_weight=0.0010182679581198315 0.0010260711657331103 0.001153359943812402 0.0010163850188246214 0.0019499447899208383 0.0012118501210052991 0.0018800793980110267 0.0013810756437318101 0.0011429699476701643 0.0010995825727610669 0.0014614505393713284 0.0016064763055024321 0.0011768287205152772
leaf_count=139 138 129 473 194 374 126 754 416 236 68 761 102
internal_value=0 4.98118e-05 9.06491e-05 0.000298549 -4.97829e-05 8.86147e-05 2.19109e-05 0.00010382 0.000203654 4.61698e-05 0.000304077 -7.54583e-05
internal_weight=0 0.0160983 0.0149449 0.00602512 0.00891979 0.00407518 0.00790341 0.00669156 0.00554859 0.004449 0.00298755 0.00305691
internal_count=3910 3772 3643 561 3082 367 2609 2235 1819 1583 1515 228
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=15
num_cat=0
split_feature=14 124 4 47 131 14 4 484 1 52 133 3 0 1
split_gain=0.000131512 0.000113334 0.000174462 0.000171268 0.000149128 0.000146888 0.000168331 9.51955e-05 0.000116555 0.000140176 0.000163171 8.36307e-05 0.00012708 3.78887e-05
threshold=0.056865000000000006 0.0049200000000000008 -0.49837999999999999 0.11926500000000002 0.089305000000000009 -0.13131999999999996 0.26450500000000005 0.084225000000000008 0.11353000000000001 -0.089799999999999977 0.08321000000000002 -0.100615 -0.23029999999999998 0.093575000000000019
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 8 9 -7 11 -11 -13 -14
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 13 -15
leaf_value=-0.00067231433583561661 -0.00064420846409999667 0.00061422519990639822 -0.00041530501772350011 -0.0006454970100255986 -0.00056421096200641701 -0.00057439260758775405 0.00077380364705705159 0.00065351027347949919 0.00059697480383480385 0.00041396160961326201 0.00076065326157957183 0.00029513656283275186 -0.00062616486053981802 -0.00016596781215588363
leaf_weight=0.0012011572277770442 0.001010098543220774 0.0010192332192657397 0.0012945236675891989 0.0010820158636060126 0.0010089185734206947 0.0012320151211792129 0.0015938489435234461 0.0010321887855763061 0.0011731377460425275 0.0010226528947294348 0.0010078260131041808 0.0012482999564227266 0.0013036108611604938 0.001068022110019079
leaf_count=173 144 90 138 132 471 392 266 300 113 89 600 35 870 97
internal_value=0 2.9382e-05 -9.65937e-06 4.69234e-05 0.000104621 0.000160966 0.000230806 0.000135573 6.92074e-05 -2.07527e-05 9.99629e-05 -4.34617e-05 -0.000172687 -0.000418923
internal_weight=0 0.0162875 0.0152682 0.0140671 0.012985 0.0119761 0.0106816 0.00908775 0.00805556 0.00688243 0.00565041 0.00464259 0.00361993 0.00237163
internal_count=3910 3766 3676 3503 3371 2900 2762 2496 2196 2083 1691 1091 1002 967
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=14
num_cat=0
split_feature=14 48 484 4 0 0 52 13 4 16 43 43 1
split_gain=0.000198424 0.000149794 0.000139116 0.000138381 0.00016587 0.000116946 0.000149668 0.000174071 7.41891e-05 9.27548e-05 8.69356e-05 6.63239e-05 4.80111e-05
threshold=0.064610000000000015 0.12675000000000003 -0.0043499999999999988 0.28937500000000005 -0.23029999999999998 -0.14808999999999997 0.11401500000000002 -0.090744999999999978 -0.026614999999999996 0.15100500000000003 -0.088734999999999994 0.093240000000000017 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 11 9 -9 -10 -7 -5
right_child=-2 -3 3 12 5 6 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00060081484976276197 -0.00084748011505545817 -0.00063783404676399848 0.00073639312026669819 0.00031617964969991847 -0.00063634389851099059 0.00087392574384913344 -0.00062711620948909474 0.00050516511921582527 0.00011421505666289758 -0.00019502895598352563 -0.00051040983051271098 0.00022032411694258426 0.00091905516005099579
leaf_weight=0.0010306523839430171 0.0010204338355687395 0.0011534999859300092 0.0012733046918476107 0.0010108721691236557 0.001041426903079846 0.0013594055315006301 0.0011017625770256409 0.0016587046740670192 0.001576715666863536 0.0012954631617886382 0.0018759379947125682 0.0010641696626135788 0.0010206250054818299
leaf_count=562 138 129 50 89 86 236 396 877 194 281 529 58 285
internal_value=0 4.35537e-05 9.48947e-05 0.000145113 6.64944e-05 -1.12363e-05 5.43087e-05 0.00013933 -2.99908e-05 0.000198116 -0.000225164 0.000586935 0.000619065
internal_weight=0 0.0164625 0.015309 0.0142784 0.0122469 0.0109736 0.00993216 0.0088304 0.00640682 0.00295417 0.00345265 0.00242358 0.0020315
internal_count=3910 3772 3643 3081 2707 2657 2571 2175 1881 1158 723 294 374
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=11
num_cat=0
split_feature=52 1 52 52 12 2 4 47 4 1
split_gain=3.16782e-05 4.0999e-05 9.84211e-05 7.4364e-05 6.29574e-05 6.99375e-05 0.000201329 5.01532e-05 4.4331e-05 3.49857e-05
threshold=-0.27466499999999994 0.11235500000000002 0.11401500000000002 0.091210000000000013 -0.0089849999999999982 0.10679500000000001 0.05309500000000001 0.084155000000000021 -0.029114999999999999 0.12646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 9 -6 -3
right_child=1 7 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0043766683930799048 -0.0060824407122582469 0.0088771666916035441 -0.008111696235331518 0.0064713718038800468 0.0019214701361081679 -0.0049895050396036736 0.012075215253733481 -0.001185286436978705 -0.0042567381359596545 0.001997688020747001
leaf_weight=0.0010798654059004176 0.0012272927001278243 0.0010332065133221038 0.0010743248603091613 0.0012203026234728909 0.0016506986416508261 0.0012458199422600621 0.0010796925500417987 0.0013291859620265254 0.0016201283667430649 0.0010485976515263171
leaf_count=425 241 162 514 248 994 158 179 149 575 265
internal_value=0 0.000359603 -0.000568716 0.000438703 -0.000640148 0.000553362 0.00214062 0.00284118 -0.00113876 0.005412
internal_weight=0 0.0125292 0.00911826 0.00804393 0.00682363 0.00559634 0.00435052 0.00341099 0.00327083 0.0020818
internal_count=3910 3485 2909 2395 2147 1906 1748 576 1569 427
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=15
num_cat=0
split_feature=14 484 48 474 48 3 13 2 2 1 4 52 13 16
split_gain=0.000214578 0.000102334 0.000131574 0.000121795 0.00011761 0.000103328 0.000172752 0.000169242 0.000214747 0.000138592 9.3415e-05 8.81949e-05 8.37753e-05 4.27443e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.12675000000000003 0.059400000000000008 0.096835000000000018 -0.08348499999999999 0.16421000000000002 0.10571000000000001 0.087995000000000004 0.099595000000000017 -0.060264999999999992 0.078330000000000025 -0.060719999999999989 -0.091214999999999977
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 9 -7 -3 -9 -11 -10
right_child=-2 2 -4 -5 -6 7 -8 11 13 12 -12 -13 -14 -15
leaf_value=-0.00048718629519334537 -0.0008404269035606302 0.00092797353471274924 -0.00056623825102933094 0.0006612788932766542 0.00056030136640868272 -0.00070346768536249228 -0.00030513901907934927 -0.00092644841517166307 0.00070698071599759537 0.0004297147595753361 0.0001853927437688549 -0.00019358942335215716 -0.00030573653798952882 0.00021591920310245263
leaf_weight=0.0011771933413331622 0.0010071800950291884 0.0011859725152664202 0.0010112854803233312 0.0013060439356174453 0.0014791469359448544 0.0013388391381176186 0.0011705453800163051 0.0010571865190686872 0.0013003536816896255 0.0010410654958586552 0.0011288219285385303 0.0011935134075296006 0.0010745438018309288 0.001131922926104892
leaf_count=584 135 542 108 369 173 513 119 242 156 137 262 134 107 329
internal_value=0 3.79109e-05 7.79999e-05 0.000123219 6.95828e-05 7.13254e-06 0.00027333 -0.000106882 5.78815e-05 -0.000238242 0.00056585 -0.000537824 5.61701e-05 0.000478453
internal_weight=0 0.0165964 0.0154192 0.014408 0.0131019 0.0116228 0.00348534 0.00813742 0.00588673 0.00345445 0.00231479 0.0022507 0.00211561 0.00243228
internal_count=3910 3775 3191 3083 2714 2541 923 1618 1242 757 804 376 244 485
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=14
num_cat=0
split_feature=14 48 2 4 14 1 2 15 12 52 47 150 4
split_gain=0.000225963 0.000114122 0.000127983 0.00018218 0.00014681 0.000192436 9.29936e-05 0.000174232 0.000235435 0.000159918 0.000137975 0.000106395 4.90747e-05
threshold=0.073890000000000011 0.12675000000000003 0.10946500000000002 -0.49269499999999994 -0.23083499999999998 0.10937500000000001 0.097940000000000013 -0.017214999999999998 0.084100000000000022 -0.089799999999999977 0.09252500000000001 0.086420000000000011 -0.04133499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 9 -9 -5 11 -11 -8
right_child=-2 -3 4 6 5 -7 12 8 -10 10 -12 -13 -14
leaf_value=-0.00072520905128940912 -0.00084385162614373046 -0.0005267014407900417 -0.00022156032819370489 -0.00079293521276724321 0.00021164796822719409 0.0011788971004258817 0.00011699701926390721 0.00075611577154671434 -0.00024647335146520908 0.00046242985931320456 -0.00053051422975498722 -0.00027335197565923756 0.00068163438898394388
leaf_weight=0.0010904169486654078 0.0010171993721812536 0.0011052946262661905 0.0010560995859805987 0.0012620641421553034 0.0018363857067607314 0.0010671741621956729 0.0010009508824264102 0.0017266423591868465 0.001385122213979054 0.0016761489655593093 0.0013406561445089837 0.0010481547876412672 0.0010196205161803274
leaf_count=166 135 129 106 248 330 217 82 244 1244 451 186 131 241
internal_value=0 3.56733e-05 7.57514e-05 -2.05981e-05 0.00035679 0.000567151 5.28595e-05 -3.07201e-05 0.000309839 -0.000229657 -5.47732e-05 0.000179343 0.000401924
internal_weight=0 0.0166147 0.0155094 0.0115498 0.00395966 0.00290356 0.0104594 0.00843879 0.00311176 0.00532702 0.00406496 0.0027243 0.00202057
internal_count=3910 3775 3646 2993 653 547 2827 2504 1488 1016 768 582 323
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=10
num_cat=0
split_feature=475 42 43 42 16 13 1 1 3
split_gain=3.24847e-05 4.38329e-05 7.49205e-05 9.27204e-05 9.11534e-05 7.15883e-05 8.65688e-05 0.000162331 6.24402e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 0.086825000000000013 0.15737500000000001 -0.11267999999999999 0.11215000000000001 0.094695000000000015 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7 -5
right_child=1 2 4 8 -6 6 -8 -9 -10
leaf_value=-0.0034829004188756379 -0.0031362018185202185 0.0095609314446898266 0.0050141125123510377 -0.003035649160663362 -0.0067725647778401213 -0.0031340275824978934 -0.0058215046614851045 0.0081304071632765269 0.0051067720190372552
leaf_weight=0.0014027155666246774 0.0017567361310860891 0.001126029649696578 0.0016509645488145836 0.0010798063686280196 0.001101141377433704 0.0018321741824050613 0.0013891716044919129 0.0012381640373914649 0.0010959814786033937
leaf_count=621 994 344 236 277 149 734 117 151 287
internal_value=0 0.000377633 0.000964775 0.00396294 -0.000407926 0.000739017 -0.000843675 0.00140854 0.00106583
internal_weight=0 0.0122702 0.0105134 0.00330182 0.00721162 0.00611047 0.00445951 0.00307034 0.00217579
internal_count=3910 3289 2295 908 1387 1238 1002 885 564
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=16
num_cat=0
split_feature=14 1 0 2 2 474 14 0 0 43 48 16 160 2 16
split_gain=0.000214523 0.000103384 0.000180601 0.000211499 0.000168313 0.00015862 0.000163514 0.000150241 0.000241075 0.00028655 0.000126172 0.00010473 5.8415e-05 5.13948e-05 1.35955e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.18055000000000002 0.10362500000000001 0.097135000000000013 0.059400000000000008 -0.13131999999999996 -0.10575999999999998 -0.017269999999999997 -0.079109999999999986 0.086285000000000014 -0.25582999999999995 0.088485000000000008 0.087075000000000014 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 -3 10 9 -9 11 -8 -12 -1 -11
right_child=-2 5 -4 -5 -6 -7 7 8 -10 14 12 -13 -14 -15 -16
leaf_value=-0.00010823729704891873 -0.00079657049230274406 -0.00053490347422410973 0.00044697778664670235 -0.001026705252332445 0.00048662012965995329 0.0007358632915742951 0.00029977920358698924 -0.0010558765988100123 0.00062297196373739051 0.00019556274018167283 -0.00018595269949261498 0.0010379935705163567 0.0003832854703390022 -0.00067072301214634233 -9.0282651082944219e-05
leaf_weight=0.0010011177921466475 0.0010166801372390585 0.0012573474196761235 0.0011921821760516593 0.0010482410644532397 0.0010202930101577377 0.0012468736332475481 0.0012794271149721001 0.0011316630687402186 0.0011125915704072353 0.0010507423755902554 0.001268581227155674 0.0011517768761278042 0.0010304240698407741 0.0010493556531220144 0.0010484523233985858
leaf_count=609 135 113 28 345 163 246 132 251 238 390 118 74 52 838 178
internal_value=0 4.34069e-05 -0.000161743 -0.000337927 -0.000102805 0.000137516 6.53005e-05 0.000148471 -9.00101e-05 -0.000335536 0.000367454 0.000649506 6.91823e-05 -0.000396096 5.2796e-05
internal_weight=0 0.0168891 0.00531119 0.00411901 0.00307077 0.0115779 0.010331 0.00907366 0.00434345 0.00323086 0.00473021 0.0024312 0.00229901 0.00205047 0.00209919
internal_count=3910 3775 1983 1955 1610 1792 1546 1433 1057 819 376 206 170 1447 568
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 12 4 150 2 43 3 13
split_gain=0.000256733 0.000102688 0.000138939 9.78344e-05 9.05709e-05 0.000160256 0.000109461 0.000102029 9.97226e-05 0.000124368 7.49899e-05 0.000127366
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 0.098355000000000012 0.015635000000000003 0.077110000000000012 0.10113500000000002 -0.079109999999999986 0.10223 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 10 9 -3 11 -8
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00050921215844202446 -0.000958045290639671 4.1505852350579863e-05 0.00066924877172214279 0.00042536387394461454 -0.00072068282157435493 -0.00053674966586233564 -0.00043407705676583595 0.0004051645223656341 -0.00016985360142077218 0.00080201715120855211 -0.00061080466948160389 0.00044091811052839752
leaf_weight=0.0011454342147815431 0.0010000367747351321 0.0013901842116664761 0.0013797208989723255 0.0019705146108469811 0.0011921446070363518 0.0010425773697065686 0.0013515784936547204 0.0012420587185886511 0.0012128901333861141 0.0018548066124814775 0.0012681461167405317 0.001127668824639997
leaf_count=584 135 372 374 272 231 275 272 131 199 899 61 105
internal_value=0 4.56167e-05 8.78937e-05 2.91423e-05 -3.76919e-05 0.000141746 -0.000197358 -7.23188e-05 0.000300428 0.000476207 -0.000230579 -3.60914e-05
internal_weight=0 0.0161777 0.0150323 0.0136526 0.0116821 0.00550046 0.0061816 0.00498945 0.00445788 0.00324499 0.00374739 0.00247925
internal_count=3910 3775 3191 2817 2545 1745 800 569 1470 1271 438 377
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=15
num_cat=0
split_feature=14 124 133 47 158 50 1 4 2 3 150 4 16 1
split_gain=0.00029399 0.000195206 0.000208283 0.00018082 0.000210924 0.00017677 0.000131147 0.00033256 0.000158604 0.000238645 0.000190203 0.000154147 0.000152354 0.000131122
threshold=0.077685000000000018 0.10143000000000002 0.099765000000000006 0.11926500000000002 0.085745000000000002 0.086465000000000014 0.11235500000000002 0.24280000000000004 0.11230000000000001 0.10666500000000002 0.087235000000000021 -0.0017649999999999999 -0.083564999999999987 0.077800000000000022
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 -8 9 10 11 12 -1 -14
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0010935688195046935 -0.0010119893189559116 0.00086833408974032727 -0.00084248912087647059 -0.00068798365708782998 -0.00073123158353100124 -0.00058119978766464229 -5.1053002839619565e-05 0.0013545480683080102 -0.00043774165115301943 0.0010605861380138131 -0.00049627721430252195 -0.00019282148067971758 -6.8396618928746308e-05 0.00071619551388841553
leaf_weight=0.0010711555006672562 0.0010221619845820198 0.0010112234158817955 0.0010217340566032419 0.0011325066387715124 0.0010287602924974057 0.0010666179073704667 0.0012851181972220436 0.0012055095719278386 0.0015103938767777611 0.0011318250356087134 0.0015109629174903591 0.0018944322858597028 0.001895918171409204 0.0013459116807097091
leaf_count=333 126 55 580 111 318 502 149 203 192 61 186 325 454 315
internal_value=0 4.76478e-05 -8.81757e-07 5.25975e-05 0.000108711 0.000170797 0.000233211 0.000629284 0.000137997 0.000236254 0.000115374 0.000264257 0.000465024 0.000257343
internal_weight=0 0.0181121 0.0171008 0.0160791 0.0149466 0.0139178 0.0128512 0.00249063 0.0103606 0.00885021 0.00771838 0.00620742 0.00431299 0.00324183
internal_count=3910 3784 3729 3149 3038 2720 2218 352 1866 1674 1613 1427 1102 769
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=11
num_cat=0
split_feature=158 50 156 160 12 1 15 457 4 12
split_gain=3.33441e-05 5.6959e-05 5.30618e-05 7.63794e-05 8.8675e-05 0.000107345 6.42378e-05 7.54147e-05 6.29844e-05 3.48722e-05
threshold=0.084710000000000021 0.086465000000000014 0.084090000000000012 -0.07415999999999999 -0.023959999999999995 0.12485500000000001 -0.095799999999999982 0.081330000000000013 -0.060264999999999992 0.085380000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=0.0066622786371937325 -0.0036875663430443939 -0.0043572294465464645 -0.003152020688710208 -0.0039943420884611183 -0.0028235193384002774 0.0074505751369141867 0.0056745545846728172 0.0068095516136563415 -0.0025336120089839431 0.00025190365256582987
leaf_weight=0.0010127661843441259 0.0010050751427580643 0.001067477652929528 0.0013872779112200735 0.0015288796762466189 0.0018411097597253378 0.0011392091565998012 0.0010031928679711862 0.0010238698470881324 0.0017312050293926554 0.0010756246297281245
leaf_count=292 433 692 487 306 235 96 187 120 404 658
internal_value=0 0.000269727 0.000690327 0.00120505 0.000613502 0.00151504 0.000502039 0.00176866 0.00041402 0.00286876
internal_weight=0 0.0128106 0.0117431 0.0103559 0.00934309 0.00781421 0.006675 0.00483389 0.00381002 0.00207882
internal_count=3910 3477 2785 2298 2006 1700 1604 1369 1249 845
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=15
num_cat=0
split_feature=14 124 4 47 131 1 4 4 52 4 52 1 1 15
split_gain=0.000191387 9.21046e-05 0.000195069 0.000140968 0.000109266 0.000127407 0.000121707 9.12066e-05 0.000190517 0.000164876 0.000144618 0.00014116 5.60612e-05 4.93716e-05
threshold=0.064610000000000015 0.0049200000000000008 -0.49837999999999999 0.11926500000000002 0.088865000000000013 0.11235500000000002 0.24280000000000004 -0.0010999999999999996 -0.088354999999999989 0.015635000000000003 0.084890000000000007 0.10688500000000002 0.085990000000000011 -0.093099999999999974
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 -4 -9 12 13 -10 -11
right_child=-2 -3 3 -5 -6 6 -8 9 10 11 -12 -13 -14 -15
leaf_value=-0.00065435201488513834 -0.00075260646622249481 0.00055843828637719157 -0.00031114409444619193 -0.00054661136429216936 -0.00043336576441543097 9.5674322398958759e-05 0.00086017086027081807 -0.00072591713003756087 0.00047511025817847583 9.4179857109313991e-05 -2.6629816852598842e-05 -0.00044411163783464851 0.0010357485575927974 0.00061800362646612192
leaf_weight=0.0012962403410229266 0.0010226256404409209 0.0010110729665268473 0.0014459488038683754 0.0010966759124944039 0.0010506331422121826 0.0012165359285107873 0.0014274098004669598 0.0010665830923734746 0.0012854354440621271 0.001286487573968674 0.0012719720091256418 0.0011172103299763314 0.0010003004808958917 0.0010154240718302987
leaf_count=173 138 90 366 132 487 141 225 233 456 170 664 55 332 248
internal_value=0 3.90139e-05 5.2988e-06 6.51748e-05 0.000116065 0.00016364 0.00050841 6.75801e-05 0.000232433 -0.000116307 0.000453357 7.38584e-05 0.000720461 0.00032525
internal_weight=0 0.0165879 0.0155769 0.0142806 0.0131839 0.0121333 0.00264395 0.00948936 0.00500366 0.00448571 0.00355771 0.00341912 0.00228574 0.00230191
internal_count=3910 3772 3682 3509 3377 2890 366 2524 1818 706 1452 473 788 418
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=13
num_cat=0
split_feature=14 484 474 1 43 48 3 0 43 16 42 51
split_gain=0.00015883 0.00010611 0.000114953 0.000107084 0.000101009 0.000128481 8.25422e-05 9.51423e-05 0.000167416 0.000194633 7.59534e-05 6.59207e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.06705499999999999 0.086665000000000006 -0.115685 -0.23029999999999998 0.11352500000000001 -0.055679999999999993 0.084100000000000022 -0.24028999999999998
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 -3 -5
right_child=-2 2 -4 11 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0004953547977755966 -0.00071404302546554789 0.00026931296861850318 0.00057192113272571819 8.5988512344924614e-05 0.00020218250189779708 0.0006792265884515194 7.4721582806763873e-05 -0.00028841270821535863 0.0001268018384279273 -0.0012799006585802596 -0.00027200074939581564 0.00074291518354176341
leaf_weight=0.0012013311661361941 0.0010275991178219221 0.00170788152765022 0.0014401854698165668 0.0010529484744512541 0.0015618127186538518 0.0012429773786994253 0.0018302803084431218 0.0017009217870337422 0.0012635255517274317 0.0011216652492188469 0.0018364938824164123 0.0010332021863747225
leaf_count=583 138 400 374 30 147 189 101 798 224 309 375 242
internal_value=0 3.40114e-05 7.42817e-05 2.43438e-05 -4.14777e-05 0.000168087 -0.000175635 -0.000275372 -0.000432188 -0.000682419 -1.1165e-05 0.000411343
internal_weight=0 0.0169932 0.0157919 0.0143517 0.0122656 0.00478735 0.00747821 0.00591639 0.00408611 0.00282259 0.00354438 0.00208615
internal_count=3910 3772 3189 2815 2543 964 1579 1432 1331 1107 775 272
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=11
num_cat=0
split_feature=41 160 159 160 52 2 1 1 43 2
split_gain=3.04417e-05 4.35231e-05 5.80438e-05 8.32083e-05 0.000187846 0.000216527 0.000139684 0.000134428 8.18789e-05 4.81796e-05
threshold=0.075585000000000013 0.091575000000000017 0.08894500000000001 -1.0000000180025095e-35 0.10701500000000001 0.10113500000000002 0.10134000000000001 0.090540000000000023 -0.072649999999999978 0.091985000000000011
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=-0.0047539255386730228 -0.0043084045992850444 -0.0041836865968087117 0.0063930158023444723 0.0040230773982172473 0.01183504255566009 -0.014324430230197669 -0.00070682245359102993 0.0035273528820491005 -0.0053923928037303906 0.011776240423320863
leaf_weight=0.0019232324752817527 0.0010765429169702972 0.0013421520951718601 0.0011980163107042198 0.0012152581401474916 0.0010545405826105844 0.001024852755273982 0.0010989356597914997 0.001427262731277731 0.0014714478312469834 0.0010533508655714285
leaf_count=886 221 355 352 837 183 187 297 182 249 161
internal_value=0 0.000337079 0.000866216 0.000221433 0.00136799 -0.000145898 -0.00727812 0.00278547 -0.0010005 0.00762299
internal_weight=0 0.012809 0.0114669 0.0102689 0.00834565 0.00729111 0.00212379 0.00516732 0.00289871 0.00226861
internal_count=3910 3689 3334 2982 2096 1913 484 1429 431 998
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=14
num_cat=0
split_feature=14 52 1 157 0 4 16 0 2 49 15 12 16
split_gain=0.000208167 0.000122323 0.000133201 0.000160898 0.000152939 0.00014613 0.000136038 0.000173941 0.00021039 0.000189031 8.8263e-05 5.97524e-05 3.93655e-05
threshold=0.073890000000000011 -0.40083499999999994 0.077800000000000022 -0.077044999999999988 -0.017269999999999997 -0.084009999999999987 -0.055679999999999993 -0.15713499999999997 1.0000000180025095e-35 0.0037600000000000003 -0.064869999999999983 0.084100000000000022 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 11 7 9 -9 -5 -8 -3 -7
right_child=-2 2 3 4 -6 12 10 8 -10 -11 -12 -13 -14
leaf_value=-0.00075946853414942696 -0.0010014919939317563 0.00030625256732902287 0.00069427694900003293 5.0376088946057856e-05 0.00061257927464015462 -0.00093104007451329522 -0.00092006908514905895 -6.2028573573795267e-05 0.00096920541119802691 -0.00094566974420466122 -0.00018704420521213527 -0.00026395997510785153 -0.00044282039265812175
leaf_weight=0.0010276823524157158 0.0010332148426777784 0.0010641552879982036 0.001162741235725199 0.0018745259001582927 0.0010951023644194821 0.0011574715154330701 0.0010692045994514406 0.0018096318682224812 0.0011487817721819696 0.0010591362595360199 0.0012842218968181288 0.0016883616333365332 0.0011893720919410405
leaf_count=389 135 81 166 139 192 878 197 431 181 57 236 323 505
internal_value=0 -0.000129668 -8.81861e-05 3.31464e-05 -4.91528e-05 -0.000338099 -0.000137039 1.59527e-05 0.00033841 -0.000309225 -0.000520071 -4.35091e-05 -0.000683612
internal_weight=0 0.0166304 0.0156027 0.0105033 0.0093406 0.00509936 0.0082455 0.00589208 0.00295841 0.00293366 0.00235343 0.00275252 0.00234684
internal_count=3910 3775 3386 1599 1433 1787 1241 808 612 196 433 404 1383
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=16
num_cat=0
split_feature=14 52 1 0 2 2 16 48 474 14 2 4 4 1 1
split_gain=0.000282593 0.00012266 0.000141306 0.000169546 0.000325715 0.000390166 0.000159516 0.000157069 0.000146502 0.00023489 0.000391499 0.000130427 0.000118944 0.000208264 9.11356e-05
threshold=0.077685000000000018 -0.40083499999999994 0.076710000000000014 0.18055000000000002 0.10393500000000001 0.097940000000000013 -0.013024999999999998 0.12862000000000004 0.059400000000000008 -0.13131999999999996 0.11125500000000001 -0.0025899999999999994 0.015635000000000003 0.10688500000000002 0.12263000000000002
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 -4 11 -11 -13 -14 -15
right_child=-2 2 7 -5 -6 -7 -8 -9 -10 10 -12 12 13 14 -16
leaf_value=-0.00055221033705096908 -0.00094022791747217795 8.1778112689918719e-05 -0.00055122825653217144 0.00047184567851397578 -0.0012241691269874858 0.00087301488146544325 -0.00087556495178274431 -0.00044643406283268963 0.00087041215550851523 0.00050090041326491055 0.0010976750879192689 -0.00059208188834863386 0.00070277968791155351 -0.00059411657357112983 0.00013801318958410504
leaf_weight=0.001090006313506797 0.0010264849601768202 0.0010017083774830583 0.0012370254297972639 0.001097302753070295 0.0010144219560537376 0.0010338827416148666 0.0013286291680844643 0.0011502105914602554 0.0011444670864339543 0.0018516462464077182 0.0016019572760524606 0.0010871430635102392 0.0012035035835919472 0.0011283582322147989 0.0011035879267987814
leaf_count=389 126 999 109 26 248 114 399 101 211 574 222 116 95 73 108
internal_value=0 3.68481e-05 7.46533e-05 -0.000164877 -0.000324441 -5.31441e-05 -0.000464046 0.000188632 0.000259155 0.000183225 0.000297131 9.59399e-05 -6.98596e-05 9.53969e-05 -0.000232114
internal_weight=0 0.0180739 0.0169838 0.00547594 0.00437864 0.00336422 0.00233034 0.0115079 0.0103577 0.00921322 0.0079762 0.00637424 0.00452259 0.00343545 0.00223195
internal_count=3910 3784 3395 1786 1760 1512 1398 1609 1508 1297 1188 966 392 276 181
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=12
num_cat=0
split_feature=4 15 151 160 133 124 13 47 1 0 0
split_gain=3.48105e-05 4.15439e-05 3.94423e-05 7.12009e-05 0.000116868 7.80978e-05 0.000125411 8.70079e-05 0.000150531 3.25541e-05 2.80404e-05
threshold=0.27608500000000008 -0.43091499999999999 -0.086249999999999979 -0.082384999999999986 -1.0000000180025095e-35 -0.018779999999999995 -0.083354999999999985 0.092255000000000018 0.089075000000000015 -0.069414999999999991 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 10 8 9 -8 -7
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12
leaf_value=0.0037037521880163024 -0.00045846992098410016 0.0056159380232791468 -0.006487558810472107 -0.0079428667249516645 -0.0052407584823131277 0.0090198813270127264 0.0049609343873116621 0.0050649185822136851 -0.0073902945529671742 -0.00098212224332595746 0.0035907508603638936
leaf_weight=0.001065603500811336 0.001303261661285221 0.0012008888834723246 0.0011865115049835692 0.0010033391892761848 0.0011071576315595608 0.0010524903546311314 0.0010396650797514795 0.0011666714511476342 0.0017393834698589683 0.001007384478503988 0.0010598492076809496
leaf_count=302 209 232 602 860 115 253 512 130 392 190 113
internal_value=0 0.00245457 -0.000612589 -0.00105645 -0.000354173 0.000577481 0.0014892 -0.000560684 -0.00229404 0.00203627 0.00629586
internal_weight=0 0.00250415 0.0114281 0.0103625 0.00917594 0.0081726 0.00706544 0.0049531 0.00378643 0.00204705 0.00211234
internal_count=3910 441 3469 3167 2565 1705 1590 1224 1094 702 366
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=11
num_cat=0
split_feature=12 49 3 4 4 4 42 2 43 16
split_gain=3.70029e-05 0.000167692 0.000113386 8.42248e-05 0.000154942 7.86422e-05 7.28133e-05 9.88221e-05 0.000164905 6.92677e-05
threshold=0.080120000000000011 -0.029304999999999998 -0.015794999999999997 0.0051950000000000008 0.053925000000000008 0.26450500000000005 0.091955000000000023 0.097360000000000016 -0.07526999999999999 -0.025139999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 -5 -6 7 8 -3 -4
right_child=1 6 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.0087354981444901503 0.0071135526995905847 0.0013883621642800229 0.00029557404387544093 0.011381165442938662 -0.0076244719662838219 0.0033357686908865466 -0.012254853445330598 0.0034302223659789465 -0.016169247025946749 -0.010135000460715905
leaf_weight=0.0015940613204352408 0.0014980509703503226 0.0010640524505547862 0.0012057042422200532 0.0012374136686602588 0.0012420270482098317 0.0012896535766473661 0.0010073794709492294 0.0014551840061611705 0.0010055628644552782 0.0012565890674414992
leaf_count=254 248 743 137 83 89 277 627 364 849 239
internal_value=0 -0.0019036 0.00133681 -0.000555857 0.00236539 -0.00204126 -0.00488409 -0.00277755 -0.00714234 -0.00502749
internal_weight=0 0.00603023 0.00782545 0.00623139 0.00376909 0.00253168 0.00453218 0.0035248 0.00206962 0.00246229
internal_count=3910 2831 1079 825 449 366 2583 1956 1592 376
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=11
num_cat=0
split_feature=1 0 133 2 15 15 3 2 0 3
split_gain=4.08835e-05 0.000111964 6.3141e-05 4.84526e-05 6.80936e-05 0.000165996 0.000119183 9.55315e-05 8.82594e-05 4.72549e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.12918000000000002 0.024640000000000006 -0.017214999999999998 0.10666500000000002 0.090695000000000012 -0.10209999999999998 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -2 -10
right_child=3 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0091359186090732639 -0.0063692598648398416 0.0030040325697362697 -0.0040056807071629872 0.0056307309218634454 -0.0054630093899088496 0.008905345201293503 -0.0066227649080303789 0.0071409257343761148 -0.0015525695263353524 0.0058258158104999083
leaf_weight=0.0010195319978707445 0.0011393023194180363 0.001921724850923305 0.0012907163654657661 0.0011181594473419288 0.0011079304925910981 0.0013257643508722263 0.0015148657352920744 0.0012324065856215427 0.0010495285622983592 0.0010367689975326183
leaf_count=1009 110 452 547 271 512 308 134 191 193 183
internal_value=0 -0.00205853 0.000187623 0.000836956 0.000199335 0.00105888 -0.000682758 0.0013357 -0.000882302 0.00211406
internal_weight=0 0.00423197 0.00321244 0.00952473 0.00840657 0.00729864 0.00597287 0.00445801 0.0032256 0.0020863
internal_count=3910 2008 999 1902 1631 1119 811 677 486 376
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=14
num_cat=0
split_feature=14 48 0 15 0 43 16 0 40 12 1 15 52
split_gain=0.000190581 9.201e-05 0.000173462 0.000146541 0.000126015 0.000112891 0.000108348 0.000127574 0.000161609 0.000117657 8.49566e-05 7.80253e-05 0.000181196
threshold=0.064610000000000015 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 -0.089879999999999974 -1.0000000180025095e-35 -0.27337499999999998 0.18055000000000002 -1.0000000180025095e-35 0.078515000000000015 0.11198000000000001 -0.053579999999999996 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 8 -8 -10 -7 -11 -13
right_child=-2 -3 4 -5 6 10 7 -9 9 11 -12 12 -14
leaf_value=0.00063243037194750189 -0.00076418609473429152 -0.00047079228383363242 -0.00066527478969351098 0.00071453195453829077 0.0005246994742417316 -0.00029335614788957872 -0.00084306664087403609 0.00046697641738740634 0.00039505489839252405 0.00010526639750086323 0.00032261612426388116 -0.0010038785850143581 8.3374956003816019e-05
leaf_weight=0.0010444097210244559 0.0010272778069056595 0.0010789281088783116 0.001074916298155198 0.0019974561337664874 0.001094910869287564 0.0019076123498773887 0.0010445068921985491 0.0011309570833044624 0.0013543396860920651 0.0013123494499383565 0.0011950115533907457 0.0010101110244598063 0.0010018146392408479
leaf_count=139 138 129 473 194 149 126 138 38 197 467 102 856 764
internal_value=0 4.03353e-05 7.66918e-05 0.000311447 -8.3156e-05 0.000117297 -4.43795e-06 -8.89655e-05 -0.000198826 -5.49987e-05 -5.61073e-05 -0.000238355 -0.000462494
internal_weight=0 0.0162473 0.0151684 0.00614449 0.00902391 0.00414703 0.00794899 0.00685408 0.00572312 0.00467861 0.00310262 0.00332428 0.00201193
internal_count=3910 3772 3643 561 3082 367 2609 2460 2422 2284 228 2087 1620
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=14
num_cat=0
split_feature=14 52 157 1 3 151 42 43 42 0 4 1 4
split_gain=0.000193125 0.000159671 0.000163027 0.000107287 0.000170995 0.000120434 0.000129745 0.000141527 0.000121888 0.000120127 0.000112527 0.000149244 0.000120877
threshold=0.064610000000000015 -0.40083499999999994 -0.073574999999999988 0.11561500000000001 0.10856000000000002 -0.084874999999999992 -1.0000000180025095e-35 -0.073139999999999983 0.086700000000000013 -0.230625 -0.0025899999999999994 0.094695000000000015 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 -8 -9 12 -12 -11
right_child=-2 2 3 4 -6 6 7 9 -10 10 11 -13 -14
leaf_value=-0.00064988590797623988 -0.00075871446875487895 0.00061664718232084625 -0.000543893290731487 0.00065707938531288639 -0.00014705822513636987 -0.00058027696304201431 0.00087090009795701855 0.0004588381927673336 8.9199009912988925e-05 -0.0003175489067378665 -0.00098723270337257741 -6.4298489605951986e-05 0.00048825343897481794
leaf_weight=0.0010050154680467443 0.0010225895003256038 0.0016046651777680077 0.0014486595797698664 0.0018552441231392642 0.0015151763870167451 0.0010527053364677999 0.0011110209764648707 0.0010766212071744467 0.0014504636203274794 0.001219395763180049 0.0010187682342923036 0.0012076636888620207 0.0011323906851702249
leaf_count=389 138 389 226 278 179 806 218 61 283 75 170 65 633
internal_value=0 3.63545e-05 8.03036e-05 1.92129e-05 0.000295578 -6.76965e-05 6.72843e-06 8.19377e-05 0.000428255 -7.49343e-05 -0.000200457 -0.000486614 7.04468e-05
internal_weight=0 0.0166978 0.0156928 0.0140881 0.00337042 0.0107177 0.00926903 0.00821632 0.00256148 0.00565484 0.00457822 0.00222643 0.00235179
internal_count=3910 3772 3383 2994 457 2537 2311 1505 501 1004 943 235 708
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=15
num_cat=0
split_feature=14 124 123 133 484 132 13 0 1 16 48 13 0 42
split_gain=0.000232803 0.000111076 0.000162068 0.000205311 0.000128353 0.000110114 0.000144018 0.000127405 0.000122057 0.00011103 0.000100641 9.78569e-05 6.38581e-05 7.37555e-05
threshold=0.073890000000000011 0.0040150000000000003 1.0000000180025095e-35 0.088850000000000026 -1.0000000180025095e-35 0.080815000000000012 -0.094679999999999986 -0.053834999999999994 0.10080500000000002 -0.30307999999999996 0.087035000000000015 0.091035000000000019 -0.10575999999999998 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 9 -6 -8 12 -9 -11 -14
right_child=-2 -3 -4 -5 5 -7 7 11 -10 10 -12 -13 13 -15
leaf_value=-0.00060226154375674838 -0.00088180019561713303 0.00065053773623788465 0.00060604610846783796 -0.00081371009902968662 2.6756423077183726e-05 0.0006476500632891627 -0.00050220150047208172 -0.00092932610353418054 0.00089478345286910931 0.00057195170550433986 -0.00029660925282879726 -0.000106994408583246 -0.00024335444411276427 0.00045499869626582491
leaf_weight=0.001109345391204805 0.0010269044548537878 0.001003958023220705 0.0014395086214954713 0.0011703519642904227 0.001246611550087858 0.0010603837768817246 0.0011485538884638269 0.0010107737624500531 0.001068590768646533 0.0017099881220546996 0.0013569225787258095 0.0010457894355098141 0.0011448857431460178 0.0010119459330529511
leaf_count=452 135 93 272 759 133 172 136 185 144 80 148 128 632 441
internal_value=0 4.29999e-05 3.70876e-06 -5.78548e-05 1.06469e-05 6.82462e-05 1.1062e-05 -0.000103295 0.000427398 2.83368e-05 0.000144987 -0.00051116 0.00029995 8.43001e-05
internal_weight=0 0.0165276 0.0155237 0.0140841 0.0129138 0.0118044 0.0107441 0.00842886 0.0023152 0.0063723 0.00522374 0.00205656 0.00386682 0.00215683
internal_count=3910 3775 3682 3410 2651 2199 2027 1750 277 1437 1301 313 1153 1073
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=15
num_cat=0
split_feature=14 48 484 48 0 1 51 3 52 13 4 12 4 2
split_gain=0.000405955 0.000129403 0.000140058 0.000142275 0.000232992 0.000135988 0.00013024 0.000166104 0.000130206 0.000149796 0.000141947 0.000237737 9.56435e-05 4.84796e-05
threshold=0.077685000000000018 -0.064549999999999982 -0.0043499999999999988 0.12675000000000003 -0.13027499999999997 0.12958500000000003 0.083165000000000017 0.096385000000000012 0.11588000000000002 -0.090744999999999978 -0.070414999999999991 0.093125000000000013 -0.41745999999999994 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 8 7 -4 9 13 12 -12 -11 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.00060375804950624874 -0.0011566945186871375 -0.0005982442597582473 0.0011601192859603379 -0.00059679064529223808 6.5273862088187359e-05 0.00048615954359267327 4.2172686739893429e-05 0.00024906162703969899 -0.00075809873426686608 -0.00030954927806710125 -0.00088173727112878853 0.00016177422116353448 0.00044049940094389333 0.0006106546715079459
leaf_weight=0.0013400939516584288 0.0010024077535406703 0.0012106561591955856 0.0013706528154945096 0.0010674000220108016 0.0010673780154404362 0.0013890958114220588 0.0015995813072451071 0.0013621742013557592 0.0010157621166055749 0.0010073223590203193 0.0019171060637259135 0.0012194699648870599 0.0013695116521371016 0.0011624296633501174
leaf_count=194 126 559 154 108 188 201 89 74 393 162 545 290 777 50
internal_value=0 5.12631e-05 7.08293e-06 5.42175e-05 0.000102205 -5.09321e-05 0.000460909 0.000706004 -0.00013611 -5.4517e-05 -0.000217951 -0.00047603 0.000122622 0.000349588
internal_weight=0 0.0180986 0.0167585 0.0155479 0.0144805 0.0101481 0.00433241 0.00273283 0.00875898 0.00774322 0.00551341 0.00313658 0.00237683 0.00222981
internal_count=3910 3784 3590 3031 2923 2606 317 228 2405 2012 1774 835 939 238
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=11
num_cat=0
split_feature=1 0 133 4 1 48 12 2 4 0
split_gain=3.46798e-05 9.49731e-05 5.22428e-05 4.48595e-05 8.41066e-05 8.24948e-05 7.25866e-05 9.97254e-05 5.79987e-05 3.71034e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.0057500000000000008 0.097480000000000011 0.085875000000000021 0.10333000000000002 0.11542500000000001 -0.04133499999999999 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 7 9 -2 -6
right_child=3 2 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.0096344041891063149 -0.0025626493745486058 0.003094675529794999 -0.0041656532701675525 0.0096298169044220054 -0.00067788035359091291 -0.0071409181785095609 0.0064606273540798141 0.005219154429086709 0.0066089167560291432 -0.0076336455729658689
leaf_weight=0.0010274521849287493 0.0011720533729012422 0.0019569648487257471 0.0013129366153361143 0.0010400189203218571 0.001107676840749014 0.0013443508212894126 0.001339570721085856 0.0012715054563610132 0.0010244615895944106 0.0013477962873254179
leaf_count=1009 649 452 547 117 73 269 111 243 247 193
internal_value=0 -0.00216691 0.000179495 0.000874169 0.00233623 -0.0016473 0.000839068 -0.00118146 0.001715 -0.00449586
internal_weight=0 0.00429735 0.0032699 0.00964743 0.00610657 0.00354087 0.00506655 0.00372698 0.00219651 0.00245547
internal_count=3910 2008 999 1902 737 1165 620 509 896 266
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=11
num_cat=0
split_feature=1 123 16 1 47 2 0 15 151 0
split_gain=3.6506e-05 6.62148e-05 7.48119e-05 9.10922e-05 0.000117525 7.43751e-05 9.60683e-05 5.37927e-05 4.35046e-05 8.14391e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.082465000000000024 0.094010000000000024 0.076335000000000014 -0.073314999999999991 -0.0074049999999999993 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 8 -7 -5 -4 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11
leaf_value=-0.0075530957047448173 0.0043879596017159343 0.0054251331906361331 0.0050392267045314947 0.011523950353144958 -0.0039718678861154306 -0.01016248675483644 -0.00052931336410441785 0.0026969253914708577 -0.0060123053990216281 0.0037433362116404863
leaf_weight=0.0012493577999777286 0.0012788926640278806 0.0012874397708843134 0.0011115800135420338 0.0010891382563634772 0.0010706567073419937 0.0015609856326566909 0.0015949570736942045 0.001017701666065185 0.0014028949867536447 0.0012183990793278668
leaf_count=136 225 276 339 131 135 698 102 139 502 1227
internal_value=0 -0.000506909 -0.00118183 -0.000391071 0.00347548 -0.00217454 -0.00529405 0.00726009 0.000462847 -0.0014778
internal_weight=0 0.0126031 0.0113157 0.0100663 0.0031775 0.00688882 0.00315594 0.00210684 0.00373287 0.00262129
internal_count=3910 3685 3409 3273 405 2868 800 270 2068 1729
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=14
num_cat=0
split_feature=14 1 474 0 2 2 16 39 151 4 15 51 2
split_gain=0.000148325 0.000121373 0.00016868 0.000137915 0.000303535 0.000300475 0.000137741 0.000173589 0.000147893 0.000165623 0.000126136 0.000107935 3.71273e-05
threshold=0.05884000000000001 1.0000000180025095e-35 0.059400000000000008 0.18055000000000002 0.10393500000000001 0.097940000000000013 -0.063614999999999991 0.005105000000000001 -0.0088999999999999982 0.27223000000000003 -0.064869999999999983 0.077145000000000005 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 12 8 10 -3 11 -8 -10 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00021633319950523588 -0.00069894596760588905 -0.00020010179501381867 0.00077333220710849794 0.00037474692724364929 -0.0012273908359486047 0.00073757886117608001 -0.00090922948470475052 0.00032738291628975417 -0.0001892283598504963 0.00099585028391767989 -0.00011423273780153067 0.00052638452653419794 -0.00070715545461140625
leaf_weight=0.0010001646282500145 0.0010221269442149258 0.0018470215083271598 0.0012529290291828374 0.0011082406402351808 0.0010332816597384015 0.0010434213859339819 0.0012423872998688981 0.0013924721855854208 0.0013689461512422767 0.0012333831145613008 0.0015087762812032888 0.0015168507085033742 0.0011101369099693324
leaf_count=721 141 190 246 28 338 134 169 134 315 237 370 125 762
internal_value=0 2.61843e-05 0.00013385 -0.00020485 -0.000358262 -7.35013e-05 5.45984e-05 -0.000204192 0.000234333 0.000429131 -0.000473242 0.000186917 -0.000474533
internal_weight=0 0.016658 0.0113628 0.00529525 0.004187 0.00315372 0.0101098 0.00414364 0.0059662 0.00411918 0.00275116 0.0028858 0.0021103
internal_count=3910 3769 1786 1983 1955 1617 1540 673 867 677 539 440 1483
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=14
num_cat=0
split_feature=14 133 3 50 47 42 15 484 52 133 13 2 3
split_gain=0.000257923 0.000178254 0.000191766 0.000188675 0.000168627 0.000199753 0.000187994 0.000154939 0.000201784 0.000188785 0.000126829 0.000148352 7.17868e-05
threshold=0.073890000000000011 0.10599500000000002 0.16699000000000003 0.086465000000000014 0.11896000000000002 0.098285000000000011 0.084050000000000014 0.073820000000000011 -0.089799999999999977 0.083815000000000014 -0.0041499999999999983 0.096750000000000017 -0.023079999999999996
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 -1 10 -10 12 -12
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00051157438504553007 -0.00087490078205286915 -0.00069849502520099097 0.00074703065290152775 -0.00062813820762191042 -0.00052521695276449621 0.00092596438650295392 -0.00062952200517710764 0.00065442205473960975 -0.00034193023144591896 0.00087936017253720396 0.00085096366771797135 -0.00017652644397779852 0.00026183022104755239
leaf_weight=0.0016353081939743047 0.0010639453414523067 0.0010050372076352001 0.0013299882887728423 0.0013077530004525035 0.00132581887085892 0.0010116008705483371 0.0010901383903664805 0.0017438872060804448 0.0017699507954777828 0.0011123171632941437 0.0010812923251136784 0.0018372944018800377 0.0018228457638351653
leaf_count=408 135 540 178 526 87 215 671 267 371 215 81 127 89
internal_value=0 4.28726e-05 8.6527e-05 3.07098e-05 9.04176e-05 0.000152702 8.80179e-05 0.00015911 6.58204e-05 0.000189673 7.18566e-05 0.000226321 0.000481181
internal_weight=0 0.0180732 0.0170682 0.0157382 0.0144305 0.0131046 0.012093 0.0110029 0.00925901 0.0076237 0.00651138 0.00474143 0.00290414
internal_count=3910 3775 3235 3057 2531 2444 2229 1558 1291 883 668 297 170
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=11
num_cat=0
split_feature=484 1 52 151 13 13 150 42 4 52
split_gain=3.5685e-05 5.3713e-05 5.88444e-05 9.94542e-05 8.33915e-05 8.81505e-05 7.08477e-05 5.97685e-05 6.96292e-05 0.000161787
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11588000000000002 -0.084764999999999993 -0.083514999999999992 -0.15921999999999997 0.086420000000000011 -1.0000000180025095e-35 -0.034289999999999994 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -9 -10
right_child=1 -3 -4 4 6 -7 -8 8 9 -11
leaf_value=-0.0041849504287536218 -0.0058916564291873847 0.0051012798481796162 -0.0048264075148312649 0.0010721634055942677 -0.0039616461765761175 0.0094850019594619767 -0.0049020795757008621 -0.0011251566210830604 0.011795011671842501 -0.0010884526525094999
leaf_weight=0.0010686346075643874 0.0012242514014134667 0.0011734180665140702 0.0013430156451305205 0.0016418909400860437 0.0010275586678159124 0.0011942632472649707 0.0014105254907409177 0.0017090692563242185 0.0010628443465664494 0.0011021512895421871
leaf_count=627 289 216 480 117 792 457 166 489 154 123
internal_value=0 0.0002954 -0.000185951 0.000414885 0.00125884 0.00461469 -0.000248993 0.00109001 0.00242992 0.00523633
internal_weight=0 0.012889 0.0117156 0.0103726 0.0091483 0.00283615 0.00631215 0.00490162 0.00387406 0.002165
internal_count=3910 3283 3067 2587 2298 574 1724 1558 766 277
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=14
num_cat=0
split_feature=14 484 474 1 376 3 2 2 2 1 16 4 1
split_gain=0.000123555 8.89069e-05 0.000127034 8.96211e-05 9.49872e-05 0.000107743 0.000145048 0.000134567 0.000247043 0.00020871 9.90803e-05 8.92456e-05 5.07842e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.048375000000000008 -0.12008499999999998 0.10488500000000002 0.10679500000000001 0.097940000000000013 0.10937500000000001 1.0000000180025095e-35 -0.0017649999999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 10 -9 11 -7 -13
right_child=-2 2 -4 -5 -6 7 -8 9 -10 -11 -12 12 -14
leaf_value=-0.00045966479764510652 -0.00063184337894278838 -0.00021261185217769961 0.00061229113228378391 0.00038874169860937208 0.00045949215580965374 0.00032851238252337998 0.0006962987053653856 -0.0011683918366896407 0.00075208905680260586 -4.3515003912181335e-05 -0.00075208678360920444 -0.00060737577967887708 -4.5431499431507502e-05
leaf_weight=0.0011574624165658536 0.001016323461986989 0.0012076679630528301 0.0013495574262204291 0.001892820511790746 0.0011400068380573074 0.001134459225414346 0.0011901300704630913 0.0010942028252360642 0.0010505759995453768 0.0011601544110439194 0.0010138213585640741 0.0010350228491707468 0.0011693009554136768
leaf_count=583 147 110 374 270 125 1083 113 269 186 96 239 246 69
internal_value=0 3.30524e-05 7.25532e-05 1.68993e-05 -4.59689e-05 -0.000103275 0.000238519 -0.0002103 -5.20882e-05 -0.000589499 -0.00024619 -9.25747e-05 -0.000309288
internal_weight=0 0.0155952 0.0144377 0.0130882 0.0111953 0.0100553 0.0023978 0.00765754 0.00540318 0.00225436 0.0043526 0.00333878 0.00220432
internal_count=3910 3763 3180 2806 2536 2411 223 2188 1823 365 1637 1398 315
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=15
num_cat=0
split_feature=14 157 14 15 158 48 0 1 12 15 13 3 13 2
split_gain=0.000278456 0.000115225 0.000139449 0.000207087 0.000150559 9.16844e-05 0.000127359 0.000170365 0.000134294 0.000162411 0.000115725 9.32767e-05 7.37073e-05 6.13709e-05
threshold=0.073890000000000011 -0.073574999999999988 -0.22654999999999997 -0.14789999999999995 0.080045000000000019 0.11379500000000002 -0.10575999999999998 0.11183500000000002 -0.036459999999999992 -0.016339999999999997 -0.083924999999999986 -0.074234999999999982 0.11596500000000001 0.092175000000000021
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 13 -8 11 -11 -10 -12 -5
right_child=-2 2 3 4 -6 -7 8 -9 9 10 12 -13 -14 -15
leaf_value=0.00050493294644302891 -0.00094397063274218496 -0.00060597591170212701 0.00084805512103174497 -0.00020256991895864108 -0.00069636058966381933 -0.00048553723000769607 -0.00057398801688985073 0.00098970382503467077 0.00077958865374843744 0.00023823691202052487 -0.00079203570618964687 4.076093151250321e-05 -0.00011360579195494922 0.000381382054913753
leaf_weight=0.0016971937273615274 0.0010240085235440335 0.0012043251533394349 0.0010266265981788711 0.0011392735643267204 0.0010173977844721059 0.0010196754427152519 0.0013412912369734934 0.0010880797701361342 0.0013069332310817949 0.0014148344985705397 0.0010527843074785571 0.0010537150103245452 0.0011373300982422258 0.001333703226318355
leaf_count=490 135 119 300 90 332 106 127 71 394 310 1036 168 96 136
internal_value=0 4.84129e-05 -2.77658e-06 4.93672e-05 -1.41705e-05 4.42145e-05 9.3918e-05 0.000380433 -4.57169e-05 7.30583e-05 -0.000173646 0.0004498 -0.000439726 0.000112362
internal_weight=0 0.0168332 0.015136 0.0139316 0.012905 0.0118876 0.0108679 0.00356106 0.00730689 0.0059656 0.00360495 0.00236065 0.00219011 0.00247298
internal_count=3910 3775 3285 3166 2866 2534 2428 297 2131 2004 1442 562 1132 226
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=11
num_cat=0
split_feature=52 376 43 4 47 43 15 1 4 0
split_gain=3.89436e-05 5.51293e-05 5.40987e-05 0.000109759 9.44192e-05 7.10179e-05 8.08682e-05 0.000110855 0.000105946 6.96042e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 -0.00084499999999999994 -0.20388499999999996 0.094695000000000015 -0.0010999999999999996 -0.074514999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 -7 8 -8 -2
right_child=1 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0045516937986574196 -0.001207498573342814 0.0058675330013801845 -0.0082320958691705914 -0.0048523067496825719 -0.0066846964021311387 -0.0028123526812091726 0.0050442377298658501 0.0089516254969261872 -0.0055605973521839942 0.006520185810177612
leaf_weight=0.001104660483716568 0.0014011843816537327 0.0010371505792893228 0.001174660369145813 0.0010499373073666416 0.0011377426435700026 0.0014623829896552015 0.0014063566467687246 0.0016881467024196517 0.0010131980895514182 0.0015180535039837168
leaf_count=425 629 130 133 1136 220 184 436 200 199 218
internal_value=0 0.000339869 -0.000143862 -0.00110956 -3.10851e-05 0.00111243 0.00223676 0.00403429 0.000603421 0.00281103
internal_weight=0 0.0128888 0.0118517 0.00893242 0.00775776 0.00662002 0.00557008 0.0041077 0.00241955 0.00291924
internal_count=3910 3485 3355 2508 2375 2155 1019 835 635 847
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=13
num_cat=0
split_feature=14 484 474 1 42 3 15 376 2 0 42 16
split_gain=0.000206751 9.83645e-05 0.000131058 9.80014e-05 8.92415e-05 0.000157472 0.000141394 0.000123306 0.00015181 0.000159188 0.000150235 9.35349e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.093230000000000021 -0.100615 -0.03231499999999999 0.048375000000000008 0.11230000000000001 -0.23029999999999998 0.083725000000000008 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -7 11 -11
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 10 -12 -13
leaf_value=-0.00043402775523447448 -0.00074776928249909347 0.00089299160520331313 0.0005791870790161364 0.0003798927979998344 -0.0003891108196136742 0.0004999368399853523 6.8501803203981611e-05 0.00043881874849575745 -0.00067637657563819652 -0.00076596071685129218 0.00033018305532811086 -0.00012339570795402794
leaf_weight=0.0011861433712695357 0.0010351750065256257 0.0010072191398149272 0.0013733396937503544 0.0019515550108123491 0.0017471418125233036 0.0011856017721143513 0.0015216840789239166 0.0010706096700626618 0.0014318031379423665 0.0012836911286383346 0.0010405693670830374 0.0013587640691049127
leaf_count=583 138 102 374 272 513 62 188 102 184 636 492 264
internal_value=0 3.9149e-05 7.66361e-05 2.5883e-05 -3.3434e-05 2.93359e-05 0.000396882 -9.67642e-05 -0.000187774 -4.40819e-05 -0.000219207 -0.00043555
internal_weight=0 0.0161581 0.014972 0.0135986 0.0116471 0.00989994 0.0025289 0.00737104 0.00630043 0.00486863 0.00368302 0.00264246
internal_count=3910 3772 3189 2815 2543 2030 290 1740 1638 1454 1392 900
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=14
num_cat=0
split_feature=14 124 4 123 48 132 14 3 16 150 43 49 2
split_gain=0.000193231 0.000138423 0.000200495 0.000126196 0.000152022 0.000136206 0.000161082 0.000343496 0.000125481 0.000166867 0.000142092 0.000173655 0.000129911
threshold=0.073890000000000011 0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 0.12649500000000002 0.079995000000000011 -0.13131999999999996 0.10856000000000002 0.16388500000000003 0.087235000000000021 -0.089949999999999988 -1.0000000180025095e-35 0.083585000000000007
decision_type=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 -8 -12 -13
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 12 -14
leaf_value=-0.00068271687963026683 -0.00076107828507885494 0.00067016679675855554 -0.00059731982066479623 0.00060642326141612749 -0.00064410613576555145 0.00062493457667879614 -0.00039394929422164368 0.00074266982278876274 -0.0006298624475266013 -0.00052803080293123102 0.0009240490524869238 -0.00030661710290214245 0.00042286703561926367
leaf_weight=0.0012625911719203161 0.0010140273943994157 0.0010233432751423658 0.001266530231093411 0.001201012796621625 0.0010474345474348222 0.0012160550043070839 0.00118473240292749 0.0019532288407009208 0.0011542362704671412 0.0014634591558038874 0.0010592183323701299 0.0014114881617052193 0.0016941022854042045
leaf_count=173 135 90 104 257 107 293 307 168 322 213 213 525 1003
internal_value=0 3.70419e-05 -3.67075e-06 5.4846e-05 5.59485e-06 6.04619e-05 -8.97675e-07 7.52466e-05 -8.83773e-05 3.35936e-06 0.00014873 0.000303102 9.13171e-05
internal_weight=0 0.0169374 0.0159141 0.0146515 0.0134505 0.0124031 0.011187 0.00992047 0.00796724 0.006813 0.00534954 0.00416481 0.00310559
internal_count=3910 3775 3685 3512 3255 3148 2855 2751 2583 2261 2048 1741 1528
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=10
num_cat=0
split_feature=4 12 43 1 151 16 12 1 1
split_gain=3.75094e-05 8.02141e-05 7.98794e-05 7.73935e-05 7.34949e-05 8.9797e-05 9.6795e-05 9.55506e-05 2.0535e-05
threshold=0.24280000000000004 0.098845000000000016 0.0050750000000000005 0.11235500000000002 -0.08341999999999998 -0.095609999999999987 1.0000000180025095e-35 0.095575000000000007 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 7 8 -7
right_child=3 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.0053343870388898179 -0.0019399058589915457 -0.0077906169225163977 0.0060716646146182513 0.0068696992808394584 -0.01059537736295956 0.00040416582226721488 -0.0071423381760124605 0.0071588270686514617 -0.0056040537139275173
leaf_weight=0.0012602326570617722 0.0017297195555213976 0.0013366819571848073 0.0016168759443229768 0.0018348647409103618 0.0010393408168269027 0.0010169537164895761 0.0015840406217773181 0.0016043636726193432 0.0010146662601161482
leaf_count=342 206 506 411 343 250 109 1426 204 113
internal_value=0 -0.000953839 4.63933e-05 0.00259483 -0.00124917 -0.00257467 -0.0009777 0.00170797 -0.00259656
internal_weight=0 0.0104732 0.00913647 0.00356458 0.0075196 0.00625937 0.00522002 0.00363598 0.00203162
internal_count=3910 3361 2855 549 2444 2102 1852 426 222
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=15
num_cat=0
split_feature=14 124 4 158 13 2 12 132 16 151 51 151 2 15
split_gain=0.000255475 0.000157106 0.000185091 0.00013718 0.000166158 0.00013145 0.000170385 0.000120499 0.000112195 0.00020415 0.000149835 0.000179585 0.000164562 7.23027e-05
threshold=0.073890000000000011 0.08919500000000001 -0.49837999999999999 0.085745000000000002 -0.090744999999999978 0.092635000000000009 0.091735000000000025 0.03056 -0.114825 -0.0008699999999999999 0.08955500000000001 -0.0074049999999999993 0.084235000000000018 -0.09547499999999999
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 8 9 -6 11 -10 -13 -11
right_child=-2 -3 3 -5 7 6 -8 -9 10 13 -12 12 -14 -15
leaf_value=-0.00070947741319300533 -0.00094675314498685091 0.00076233147558944943 -7.1092236457906671e-05 -0.00061346029620013411 -0.00049061927390107725 0.0012248815533019025 0.00015723657045561419 0.00061963388442213402 0.00055563156401246098 0.00092142818646572097 -0.0007185942837015357 0.00014177581354143221 -0.00070145638144304798 0.00020563954837612299
leaf_weight=0.0012778016961585191 0.0010290397621991318 0.0010432231499305387 0.0010803012900402137 0.0010602565671613716 0.0010086172595800136 0.0012308005457459872 0.0010021354177942865 0.0010022905083477826 0.0013058436873081281 0.0010407531633705837 0.0016842046963697682 0.0017004483916561899 0.0017206725075236064 0.0010452090217739473
leaf_count=173 135 76 252 365 87 178 63 265 347 125 230 553 950 111
internal_value=0 3.93068e-05 -7.37066e-06 5.29157e-05 0.000104035 0.000479397 0.000745725 -1.4319e-05 -8.11633e-05 0.000219438 -0.000226259 -5.08416e-05 -0.000282333 0.000562769
internal_weight=0 0.0172026 0.0161593 0.0148815 0.0138213 0.00331324 0.00223294 0.010508 0.00950575 0.00309458 0.00641117 0.00472696 0.00342112 0.00208596
internal_count=3910 3775 3699 3526 3161 493 241 2668 2403 323 2080 1850 1503 236
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=16
num_cat=0
split_feature=14 124 133 484 48 132 42 47 1 0 3 43 12 15 0
split_gain=0.000350313 0.000179323 0.00026958 0.000185064 0.000227551 0.000214659 0.000168474 0.000162403 0.00019044 0.000203001 0.000156207 0.000173586 0.000244982 0.000144642 0.000102407
threshold=0.077685000000000018 0.10143000000000002 0.099765000000000006 -0.0043499999999999988 0.12675000000000003 0.080815000000000012 -1.0000000180025095e-35 0.086785000000000015 0.11235500000000002 -0.23029999999999998 -0.0026499999999999996 0.083940000000000015 0.080120000000000011 -0.029114999999999999 -0.10209999999999998
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 12 -11 -14 -9
right_child=-2 -3 -4 4 -6 -7 7 14 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00063487321131701021 -0.0011066302150947605 0.00083057379279608012 -0.00093993297831338428 -0.00051338265101840666 -0.0007621961646383427 0.00098672038557543352 0.0008193963748372061 -0.00058345965514809337 0.00098754713194186073 0.0012432126836648136 -0.00040412553667898497 -0.00044958278563082441 0.00064325279425764368 -0.0003437886615131441 0.0001841550511238944
leaf_weight=0.0012951935180522877 0.0010243745541580604 0.001022745013373196 0.001054239798951989 0.0014071625518374204 0.001004448812324644 0.0011343637761639319 0.0015505949445007144 0.0014104786718808215 0.001317577874535846 0.0010252201195295454 0.0019780929839690667 0.0010007950017424626 0.0010086799736436915 0.001202921883862233 0.0011791634008841987
leaf_count=503 126 55 580 673 86 191 76 61 261 114 144 84 207 594 155
internal_value=0 4.80857e-05 2.53453e-06 6.26983e-05 0.000122062 0.000184545 0.00011498 0.000190725 0.000311787 0.000197142 4.19122e-05 0.00025012 0.000466461 0.000106387 -0.000233935
internal_weight=0 0.0185917 0.0175689 0.0165147 0.0152195 0.0142151 0.0130807 0.0116735 0.00908388 0.0077663 0.00621571 0.00423762 0.00323682 0.0022116 0.00258964
internal_count=3910 3784 3729 3149 2646 2560 2369 1696 1480 1219 1143 999 915 801 216
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=13
num_cat=0
split_feature=484 48 48 52 52 16 16 2 2 2 2 3
split_gain=3.49833e-05 4.37304e-05 9.07573e-05 7.62219e-05 6.96288e-05 5.73534e-05 4.94007e-05 9.73013e-05 9.22052e-05 8.76486e-05 9.42238e-05 7.53219e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.096835000000000018 -0.24456499999999998 -0.07984999999999999 0.0015250000000000001 -0.114825 0.10910500000000002 0.10679500000000001 0.093655000000000002 0.08400500000000001 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 9 11 10 -8 -6
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0042854590330037752 -0.0063442309078296059 -0.0046088392683773533 0.0076128878904471349 0.00064101436932399746 0.00042808977681656565 0.0089048090448049181 -0.0059166293608525029 0.0045384514145992818 -0.0039184798927781274 -0.0092890925960818962 0.0042776917985124664 0.0091389183925868357
leaf_weight=0.0010792989278774487 0.0010138154375168356 0.0010038940912331174 0.0010468548097269425 0.0010083869102617505 0.0012526516943349685 0.0010101487060761305 0.0011521300137545621 0.0010366072303300226 0.0011310437336228504 0.0012240491974396168 0.0010334291754935869 0.0011386086530198324
leaf_count=627 351 137 164 221 121 162 562 172 214 217 750 212
internal_value=0 0.000306527 0.000716107 5.98016e-05 0.000709894 0.00477652 -0.000320238 -0.00203808 0.0018482 -0.00403751 -0.0010963 0.00457579
internal_weight=0 0.0130516 0.0120477 0.0110009 0.00998706 0.00201854 0.00796852 0.00444622 0.0035223 0.00340961 0.00218556 0.00239126
internal_count=3910 3283 3146 2982 2631 383 2248 1701 547 1529 1312 333
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=14
num_cat=0
split_feature=14 484 474 1 132 160 52 13 13 3 151 16 16
split_gain=0.000213969 8.75084e-05 0.000139556 0.000112964 8.06199e-05 0.000159097 0.000105945 0.00012972 0.000157092 8.29033e-05 0.000164869 9.99186e-05 9.40441e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.080815000000000012 -0.080734999999999987 -0.089799999999999977 -0.083354999999999985 -0.16277999999999995 -0.032959999999999996 -0.0088999999999999982 -0.072359999999999994 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 12 -11 -12 -9
right_child=-2 2 -4 -5 -6 6 7 9 -10 10 11 -13 -14
leaf_value=-0.000602849316287138 -0.00099002278851205308 -0.000957390145187704 0.00048761209650634399 0.00027311040138460862 0.00026425771258823576 -0.00069929413229698038 -0.0001916358512775796 -0.00013521701735726043 0.0006603237115689756 -0.00067774336894808646 0.00059202906527540465 -0.00020860679218389321 -0.00089801964486950383
leaf_weight=0.0012025839704204342 0.0010344208874093061 0.0010055896635854491 0.0013254532471523731 0.0019368945707828643 0.0011145377572607919 0.0011973027771077305 0.0016145930140534226 0.0010021799814262191 0.0013623162694723339 0.0010856047043726336 0.0011061565418104338 0.0010254993451264027 0.0012277600505814874
leaf_count=584 135 393 374 272 226 400 69 79 341 110 82 56 789
internal_value=0 -0.000123277 -8.48386e-05 -0.00014031 -0.000208508 -0.00025809 -0.000185003 -0.000111907 0.000198244 -0.000281406 -9.16341e-05 0.000206858 -0.000555201
internal_weight=0 0.0162065 0.0150039 0.0136784 0.0117415 0.010627 0.00962141 0.00842411 0.00297691 0.0054472 0.00321726 0.00213166 0.00222994
internal_count=3910 3775 3191 2817 2545 2319 1926 1526 410 1116 248 138 868
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=11
num_cat=0
split_feature=11 13 12 12 16 133 3 0 2 4
split_gain=3.27839e-05 5.8404e-05 8.04578e-05 8.35065e-05 0.000152088 8.09324e-05 6.55487e-05 6.79342e-05 0.000138028 0.000138475
threshold=0.079700000000000007 0.23436000000000004 0.098845000000000016 0.093125000000000013 0.15100500000000003 0.083815000000000014 -0.077894999999999978 -0.14070999999999997 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0048346238611184054 -0.0035484907335874101 0.0047206194525614351 -0.0049838333996214124 0.006345659294190324 -0.0080441598263394313 0.0060974875912417148 -0.0031833772662928244 0.0045846185507825181 -0.0065813992787936669 0.0085760737037899343
leaf_weight=0.0012314986935588329 0.0012678539766004327 0.0013519802584963251 0.001590007319035071 0.0011138164141369202 0.0011167368309379722 0.001280342386868639 0.0010122303374655861 0.0017639461421594203 0.0013297597242345471 0.0010423585479351072
leaf_count=920 254 166 428 411 284 764 99 383 109 92
internal_value=0 0.000268686 -0.000255579 0.000504525 -0.000236736 0.000901474 -0.000141299 0.000981368 -0.000896671 0.00278257
internal_weight=0 0.0128327 0.0114807 0.00989069 0.00877687 0.00766014 0.00637979 0.00514829 0.00338435 0.00205459
internal_count=3910 3656 3490 3062 2651 2367 1603 683 300 191
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=11
num_cat=0
split_feature=147 11 3 3 16 457 3 15 1 16
split_gain=3.68459e-05 8.06516e-05 8.60402e-05 8.34256e-05 8.10706e-05 7.93925e-05 8.46465e-05 0.000174926 8.67488e-05 3.04334e-05
threshold=0.089245000000000005 0.081005000000000008 -0.10628499999999998 -0.078669999999999976 -0.30307999999999996 0.084485000000000018 0.092005000000000017 -0.017214999999999998 0.095575000000000007 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -5 6 8 -8 -6 -1
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=0.0093835798674370158 0.0057729488338751894 -0.0092407101340986741 -0.0093361492391389779 -0.0078151169061268736 0.0014465372619024009 -0.0065107271159464443 -0.0091410060673718166 0.0069752455998123662 0.011854339846890312 0.0017919490869992801
leaf_weight=0.0012105811128331105 0.0010362245852829502 0.001031790282765851 0.0011433389948176187 0.001204438073117221 0.0018576487432514586 0.0011653097198777718 0.0014752787233823922 0.00134857645919019 0.0015259549321326657 0.0010160532033869352
leaf_count=187 159 225 1635 271 670 97 151 102 332 81
internal_value=0 -0.000564831 0.000184441 -0.00112923 -3.52529e-05 0.00123569 0.0026899 -0.00144444 0.0061403 0.00591938
internal_weight=0 0.012979 0.0119472 0.00972055 0.00857721 0.00737277 0.00620746 0.00282386 0.0033836 0.00222663
internal_count=3910 3751 3526 3258 1623 1352 1255 253 1002 268
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=14
num_cat=0
split_feature=14 484 132 13 13 2 0 457 39 151 0 1 16
split_gain=0.000286621 0.000139156 0.000111142 0.000185811 0.000240705 0.000241941 0.000151827 0.000113777 0.000173218 0.00015236 0.000224709 7.19844e-05 0.00011154
threshold=0.077685000000000018 -0.0043499999999999988 0.080815000000000012 -0.090744999999999978 -0.48634999999999995 0.10066500000000002 0.15480500000000005 0.072090000000000015 0.005105000000000001 -0.0008699999999999999 -0.053834999999999994 0.095575000000000007 -0.055679999999999993
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 -5 11 -11 -13
right_child=-2 2 -4 6 5 -7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.00052324033424452551 -0.00092934607819029707 -0.00035656169745046617 0.00055497493271559146 -0.00082510192107447175 0.0001641553825800912 0.0012569594549663788 -0.00072481635197569933 0.00038715477125023079 0.00047438568495430559 -0.00019308660621717084 -0.00075273894695642417 0.00059206441210093107 -0.00017734701878349696
leaf_weight=0.0012846128504188396 0.0010364251407693334 0.0010003503468288943 0.0015651263087552844 0.0011313394783654214 0.0013933685986257218 0.0012713648237723946 0.0010496113842478469 0.0019899718034126499 0.0014352299251691597 0.0016117985039484891 0.0013035008393674739 0.0015957841843146081 0.0010092971564372513
leaf_count=586 126 66 313 185 260 135 46 213 244 1295 267 80 94
internal_value=0 5.08449e-05 9.5932e-05 4.73598e-05 0.000401109 0.000685541 -6.91651e-05 -8.72502e-07 -9.63551e-05 -0.000219503 -9.53922e-05 0.000107804 0.000293968
internal_weight=0 0.0176414 0.0163567 0.0147916 0.00366508 0.00266473 0.0111265 0.0100769 0.00808695 0.00665172 0.00552038 0.00421688 0.00260508
internal_count=3910 3784 3198 2885 461 395 2424 2378 2165 1921 1736 1469 174
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=11
num_cat=0
split_feature=4 15 42 43 16 0 15 1 3 151
split_gain=4.1643e-05 4.68245e-05 4.09776e-05 8.05122e-05 7.76645e-05 6.59123e-05 0.000104284 0.000196512 0.000111997 9.3835e-06
threshold=0.27608500000000008 -0.43091499999999999 0.092635000000000009 0.0050750000000000005 0.26538000000000006 -0.060094999999999989 -0.074174999999999977 0.10004000000000002 0.086245000000000016 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -8 -1
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.0013532999627072387 -0.0004251183343640358 0.0066514950421506505 -0.0044972568570389249 0.0047206779816202317 -0.0075638296297783165 0.0050580940745786115 -0.011164265579715938 0.010599041879343022 0.00013359740380556437 -0.0049093347471201743
leaf_weight=0.0010067038457338608 0.0013279249644243037 0.0012085041850180183 0.0016744436243346103 0.001895656417622865 0.0011294163771274068 0.00130464961774955 0.0011946371609240398 0.0010881828736740949 0.0011803802181622608 0.001001796469524213
leaf_count=116 209 232 682 363 304 173 1162 151 85 433
internal_value=0 0.0029466 -0.000736474 -9.39935e-05 -0.00124846 -0.000195878 -0.00144861 0.00169639 -0.00554924 -0.00312697
internal_weight=0 0.00253643 0.0114759 0.00980142 0.00790577 0.00677635 0.0054717 0.00309668 0.00237502 0.0020085
internal_count=3910 441 3469 2787 2424 2120 1947 700 1247 549
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=11
num_cat=0
split_feature=4 0 0 48 15 43 51 13 43 3
split_gain=3.42599e-05 3.7531e-05 0.000142938 0.000100497 9.22686e-05 0.000116134 0.000106809 4.60211e-05 6.812e-05 3.67258e-05
threshold=0.27020000000000005 -0.23029999999999998 -0.15007499999999999 0.086065000000000016 -0.017214999999999998 -0.075819999999999985 -0.030229999999999996 -0.11267999999999999 -0.083899999999999988 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -9 -2
right_child=9 2 3 -5 6 -7 7 8 -10 -11
leaf_value=0.0039943570907497745 -0.0013081975450712942 -0.011941572335919828 -0.013961430367729739 0.005943578356862796 0.0084838660382424019 -5.239507793138807e-05 0.0027476501585651084 1.1383241053562871e-05 -0.0099074397257151153 0.0057599739688688088
leaf_weight=0.001287934214369236 0.0010954125672222315 0.0010341043889175892 0.0010726461564936926 0.0018736927874626443 0.0011288003601519561 0.0010712566311896856 0.0012238179040561892 0.0014163332859624279 0.0010970508836204685 0.001637530935017944
leaf_count=83 102 145 495 534 284 288 59 370 1180 370
internal_value=0 -0.000804359 -0.00142753 -0.000203633 -0.00184673 -0.00701142 0.000428765 -0.00200423 -0.00431802 0.00292692
internal_weight=0 0.0112056 0.0099177 0.0088836 0.00700991 0.0021439 0.004866 0.0037372 0.00251338 0.00273294
internal_count=3910 3438 3355 3210 2676 783 1893 1609 1550 472
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=14
num_cat=0
split_feature=14 124 484 160 42 1 42 43 47 2 2 16 1
split_gain=0.000246349 0.000106233 0.000189809 0.000121677 0.000147935 0.000220866 0.000167982 0.000140013 0.000190779 0.000206436 0.000558296 0.000102197 9.35321e-05
threshold=0.073890000000000011 -0.061329999999999989 -0.0043499999999999988 0.091575000000000017 -0.10770999999999999 0.12864500000000004 0.091955000000000023 -0.071899999999999978 0.077735000000000012 0.10113500000000002 0.11260500000000001 -0.035699999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 12 9 11 -11 -9 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.00047145217505877084 -0.0009113197590337606 -0.00076307105572655969 -0.00058897113423977206 -0.00046435611083478701 0.00023757680650930452 0.00090321132858047935 -0.00046844769398540678 0.0001788519298938623 -0.00056756846236719733 -0.0012267681442391346 0.00058059335034601057 0.00090859715868810771 0.00097353113058135847
leaf_weight=0.0017824681405594857 0.0010338814165687096 0.0011163459377834918 0.0010186593446856211 0.0015067841059832809 0.0014289774444705703 0.0012678457180899218 0.0017197816046283397 0.0013126726584771647 0.0014744134507611696 0.0010617342378896472 0.0014175911944347142 0.0014179512632338759 0.001074628832949065
leaf_count=301 135 567 163 196 430 203 526 528 150 159 136 204 212
internal_value=0 3.52767e-05 -1.38761e-05 4.30152e-05 0.000100957 0.000158679 7.21396e-05 0.000173325 3.09427e-05 0.000200321 -0.000193382 0.000557792 0.000553472
internal_weight=0 0.0175999 0.0158174 0.014701 0.0131943 0.0121756 0.0109078 0.00918797 0.00668436 0.00520995 0.00247933 0.00273062 0.00250361
internal_count=3910 3775 3474 2907 2711 2548 2345 1819 1177 1027 295 732 642
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=10
num_cat=0
split_feature=1 4 159 42 52 151 0 4 133
split_gain=3.45439e-05 9.15505e-05 4.93065e-05 6.26131e-05 8.13427e-05 6.45374e-05 5.4743e-05 5.01466e-05 2.24344e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 0.088115000000000013 1.0000000180025095e-35 -0.044604999999999992 -0.21145499999999998 0.24280000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 -7 -8 -1
right_child=2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0036766836078158081 -0.0077937533770158184 -0.0061622127660051545 0.0055444984083919411 0.0043971065316139183 0.0035101205612377536 0.0037699913554784404 -0.0061301644723465087 0.0010991625843724334 -0.0013269164510376239
leaf_weight=0.0012701925801881144 0.0012366592833897303 0.0018885273939254375 0.0012322756936890633 0.0017400511076080391 0.0018582186891299302 0.0010783238213225303 0.0014794697336188564 0.0010793213577692758 0.0010769511826923192
leaf_count=258 187 1584 384 527 203 77 426 114 150
internal_value=0 -0.00198232 0.000778017 8.47225e-05 -0.00102992 -0.0027609 -0.00104967 -0.00308077 0.00138086
internal_weight=0 0.00423567 0.00970432 0.00847204 0.00673199 0.00487377 0.00363711 0.00255879 0.00234714
internal_count=3910 1992 1918 1534 1007 804 617 540 408
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=10
num_cat=0
split_feature=49 3 12 3 43 3 2 1 2
split_gain=3.32567e-05 0.000142441 9.17414e-05 8.09136e-05 0.000112413 7.80124e-05 7.57528e-05 0.00011323 5.18915e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.080120000000000011 -0.084129999999999996 -0.074254999999999988 -0.015794999999999997 0.083795000000000022 0.11198000000000001 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 -5 -2 -7 -8 -4
right_child=2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.0070672620529014275 0.0067818413905613882 -0.0029401964475438682 -0.011124706259835287 0.0054495066990775153 -0.0056121059785183064 0.0040362087998845469 -0.0083624621087303053 0.002156914009299322 -0.0032471413767580616
leaf_weight=0.0018325006845511822 0.0013260517705975371 0.0018680336082469899 0.0010505698735329761 0.0011591299415398284 0.0012332693226215882 0.001629772650010805 0.001291997818361007 0.0013724894044370955 0.0011276011685841952
leaf_count=350 190 209 533 511 944 160 241 177 595
internal_value=0 0.00201549 -0.0008072 -0.00349044 -0.000252697 0.00137488 -0.000294775 -0.00294388 -0.00704663
internal_weight=0 0.00370053 0.0101909 0.00457057 0.0023924 0.00562031 0.00429426 0.00266449 0.00217817
internal_count=3910 559 3351 2583 1455 768 578 418 1128
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=17
num_cat=0
split_feature=14 124 133 50 159 42 52 13 1 4 48 4 3 2 43 3
split_gain=0.000260185 0.000196755 0.000216957 0.000233754 0.000214441 0.000188198 0.000256053 0.000237388 0.000155982 0.000244471 0.000183753 0.000163585 0.000156035 0.000151629 0.000100176 2.90906e-05
threshold=0.073890000000000011 0.10143000000000002 0.099765000000000006 0.10119500000000002 -0.026594999999999997 0.098285000000000011 0.10599500000000002 -0.090744999999999978 0.11183500000000002 0.25367000000000006 0.093845000000000012 -0.017449999999999997 -0.084129999999999996 0.10045500000000002 -1.0000000180025095e-35 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 -1 6 7 13 10 -10 11 12 -9 -6 -13 -16
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 14 -14 -15 15 -17
leaf_value=0.00085192464545815112 -0.00084169543027417897 0.00079417421405125158 -0.00077843356298135905 -0.00075901562849495067 0.00011157873772116456 0.00065414675337568473 -0.00086061522760730097 -0.00026644316553325068 -0.0011159381015747546 8.7410893756709732e-05 0.00072540638130765835 -0.00077173756932227963 0.00059320660742547221 0.00092123221836428262 7.9948885511082701e-05 -0.00032790013887600363
leaf_weight=0.00107890105147715 0.0010631221844546171 0.0010026807395875524 0.0010191757912113913 0.0010156047622229434 0.0014863172929962991 0.0013933353737651073 0.0010109124255047825 0.0010833906521098022 0.001013588802017535 0.0010338211612738882 0.0010092293325714985 0.0010912640959252059 0.0015642979302380692 0.0013274452914030163 0.0010679354248360009 0.0010528306184696135
leaf_count=233 135 55 578 363 207 203 209 487 99 109 128 416 341 145 140 62
internal_value=0 4.43837e-05 7.96111e-07 4.97319e-05 0.000103722 4.66105e-05 -1.98286e-05 5.26312e-05 -8.65103e-05 -0.000508318 3.92169e-05 -7.89667e-05 0.000241452 0.000493548 -0.000343089 -0.000122523
internal_weight=0 0.0182507 0.0172481 0.0162289 0.0152133 0.0141344 0.012741 0.0117301 0.00891636 0.00204741 0.00686895 0.00585972 0.00264769 0.00281376 0.00321203 0.00212077
internal_count=3910 3775 3720 3142 2779 2546 2343 2134 1782 208 1574 1446 828 352 618 202
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=16
num_cat=0
split_feature=14 48 0 14 2 15 151 48 0 133 160 133 16 42 0
split_gain=0.000347225 0.000135607 0.000193684 0.000379871 0.000222087 0.000161108 0.000168643 0.000151739 0.000147175 0.000131592 0.00024584 0.000152313 0.000158124 0.000143666 7.28182e-05
threshold=0.077685000000000018 0.12675000000000003 -0.10575999999999998 -0.13131999999999996 0.099675000000000014 -0.008624999999999999 -0.0074049999999999993 0.016865000000000002 -0.089879999999999974 -0.036599999999999987 -1.0000000180025095e-35 0.099765000000000006 -0.083564999999999987 0.091230000000000019 -0.017269999999999997
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 -6 -4 -10 -11 12 -12 14 -14
right_child=-2 -3 8 4 7 -7 -8 -9 9 10 11 -13 13 -15 -16
leaf_value=-0.00063761568023464759 -0.0010282507981740597 -0.00052332311546912365 -0.00069724767440823337 0.00042818812189675053 0.00051992547307624611 0.00077291788827658729 -0.00054731396389522688 0.0014613570513293775 0.00061112981654854695 -0.00079552905258380559 0.00069763107455728297 -0.00058012967020736658 -0.00050945172295870154 0.00055543548201906427 6.5930847918189628e-05
leaf_weight=0.0011305708883431187 0.0010446125491107008 0.0012763496001325049 0.001101838352887065 0.0011839480568271096 0.0012205447825320154 0.0011707242267394681 0.0011428830239466458 0.0010408999450896017 0.0010369060615660402 0.0012975035683508978 0.0014613004706289547 0.0010036293696228625 0.0013929066370105116 0.0011096961295989846 0.0014978939704765593
leaf_count=63 126 129 473 59 177 60 110 102 498 705 262 379 448 146 173
internal_value=0 4.58922e-05 8.91598e-05 0.000322394 0.000510858 0.000224817 -5.09549e-05 0.000953249 -7.31245e-05 5.02273e-06 -7.59359e-05 6.84745e-05 0.000187658 1.37566e-06 -0.000211312
internal_weight=0 0.0180676 0.0167912 0.00688957 0.005759 0.00349756 0.00232683 0.00226144 0.00990167 0.00879984 0.00776293 0.00646543 0.0054618 0.0040005 0.0028908
internal_count=3910 3784 3655 571 508 229 169 279 3084 2611 2113 1408 1029 767 621
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=11
num_cat=0
split_feature=51 15 2 16 40 160 0 3 0 4
split_gain=3.40414e-05 6.71937e-05 6.42205e-05 0.000135412 8.95867e-05 0.000110542 0.0001602 9.92848e-05 0.000116998 8.73119e-05
threshold=0.12190000000000002 -0.26361999999999991 0.10910500000000002 -0.16268499999999997 -1.0000000180025095e-35 0.087825000000000014 0.047345000000000005 0.086245000000000016 -0.070894999999999986 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 9 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0064199971380497906 -0.0052022234938079734 -0.0084010341642285057 -0.0030154490927559821 0.010262946397217483 -0.0077648330536820012 -0.0089466546318290336 -0.0086504167068868609 0.010581390881928708 0.0078327285803656971 0.0029621838983394468
leaf_weight=0.0013944536978618876 0.0010243260918098079 0.0013921299849276808 0.0013169229603973986 0.0013194425057324348 0.001351048663832558 0.0010886528998048607 0.0011721926410636838 0.0012376137836029311 0.0014296021602395311 0.0012570199946391122
leaf_count=287 220 210 157 350 1746 281 152 110 211 186
internal_value=0 0.000345223 -0.000387269 0.00363009 -0.00157353 -0.000312301 0.00114561 0.00332233 0.0010973 -0.0025947
internal_weight=0 0.0129591 0.0115646 0.00263637 0.00892826 0.00753613 0.00644748 0.00527528 0.00403767 0.00260807
internal_count=3910 3690 3403 507 2896 2686 2405 2253 2143 1932
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=15
num_cat=0
split_feature=14 484 43 42 376 3 0 15 4 1 16 4 52 0
split_gain=0.000159374 0.000135565 0.000112351 0.000146138 0.000241598 0.000156099 0.000255576 0.000227372 0.000100956 0.000120857 9.40993e-05 0.00021834 8.56903e-05 7.38204e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.18078000000000002 -0.10770999999999999 1.0000000180025095e-35 -0.10315499999999998 -0.053834999999999994 -0.03231499999999999 -0.00072999999999999985 0.085990000000000011 -0.094359999999999986 0.27020000000000005 -0.076599999999999988 0.12007500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 8 -5 9 -7 11 -10 -12 -9
right_child=-2 2 -4 4 -6 6 -8 13 10 -11 12 -13 -14 -15
leaf_value=-0.00057225878382622254 -0.00073833172476916412 -0.00054331070136760123 -0.0005345354715284305 0.0010757559116893228 0.0010361317459908397 -8.5241696038479626e-05 -0.0008526241237005953 0.00040140404668014679 -0.00069139989382637726 0.00073621806446394023 0.00061679046053572965 0.00035309513140570895 -0.00010139705070004578 -0.00029671565529597267
leaf_weight=0.0012570530993718651 0.0010350765191219349 0.0011149710936011496 0.0010184696233471657 0.0012553922355635627 0.0010471667039984754 0.0010974609953854552 0.0011804764959226265 0.001122550563311891 0.0018214380836102627 0.0015134041140826577 0.0010626593855098936 0.001165848385212216 0.0013269043996681999 0.0010331266933336636
leaf_count=583 138 185 227 107 176 942 288 108 183 413 91 187 190 92
internal_value=0 2.33507e-05 7.08582e-05 0.000112684 0.000166361 9.3956e-05 -3.41015e-05 0.000438146 8.6865e-05 0.000390923 -6.07777e-05 -0.000283765 0.000217987 6.68242e-05
internal_weight=0 0.0170169 0.0157599 0.0147414 0.0136264 0.0125793 0.00916819 0.00341107 0.00798772 0.00261087 0.00537685 0.00298729 0.00238956 0.00215568
internal_count=3910 3772 3189 2962 2777 2601 2294 307 2006 1355 651 370 281 200
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=13
num_cat=0
split_feature=14 1 474 16 0 2 15 151 4 4 42 16
split_gain=0.000215419 9.29227e-05 0.000163687 0.000178955 0.000193842 0.000195545 0.000174907 0.000155809 0.000155496 7.88335e-05 6.57468e-05 6.07304e-05
threshold=0.064610000000000015 1.0000000180025095e-35 0.059400000000000008 -0.055679999999999993 -0.15713499999999997 1.0000000180025095e-35 -0.038029999999999987 -0.0088999999999999982 -0.084009999999999987 -0.49837999999999999 1.0000000180025095e-35 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 7 10 -5 -3 9 -1 -6 -10
right_child=-2 2 -4 6 5 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.00026752640945632103 -0.00084211334399112879 -0.00061115531080221204 0.00079020773295204586 -0.00066587355321275749 0.00052897175885583173 0.0011097851618810874 0.00015901683806083362 0.00028089084952516089 -0.00076235927151385404 0.00037272870137007694 -0.00014432675060571749 -0.00015822356985361119
leaf_weight=0.0010764978112215648 0.0010161690627406008 0.0012219075464519058 0.0012575800784007255 0.0018698738170315372 0.0010350129362511817 0.0013840208261070861 0.0017841697957836728 0.0016142432533132458 0.0013931465686985085 0.0018689962394808982 0.0010255557567918783 0.0010264681550295755
leaf_count=36 138 89 246 271 223 223 371 107 1194 367 259 386
internal_value=0 5.1856e-05 0.000149607 6.85176e-05 0.000261449 0.000561879 -0.000263102 -0.000103432 -0.000152066 0.000138733 0.000193868 -0.000506068
internal_weight=0 0.0165575 0.0111924 0.00993478 0.00628074 0.00344459 0.00365404 0.00283615 0.00536511 0.00294549 0.00206057 0.00241961
internal_count=3910 3772 1789 1543 901 705 642 196 1983 403 482 1580
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=11
num_cat=0
split_feature=475 160 133 123 151 4 160 42 16 3
split_gain=3.44169e-05 4.69332e-05 0.000101226 0.000110306 0.000108593 0.000102928 6.77953e-05 6.96424e-05 0.000111469 6.43401e-05
threshold=-1.0000000180025095e-35 -0.11175999999999998 -0.0023199999999999996 1.0000000180025095e-35 -0.084019999999999984 -0.23071499999999998 0.087825000000000014 0.083725000000000008 -0.25582999999999995 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.0039272637456119518 -0.0050685498631818137 -0.0065260264992784821 -0.0074304148829435141 0.0098556990063332316 -0.0044299637849339575 0.0079640458623872895 -0.002598048274908663 0.0088918888353977515 -0.0052805273996998393 0.0035015934327326955
leaf_weight=0.0014473917847182697 0.0010178866655050174 0.0011694674553013136 0.001008978446460332 0.0010513583490115502 0.00153027890954605 0.0015582897602586005 0.0011786773144753186 0.0016967413949421934 0.0012579000695594309 0.0011016455685956758
leaf_count=621 460 904 170 232 109 120 227 583 381 103
internal_value=0 0.000393349 0.000874561 0.00170804 0.000790162 0.00178666 0.00318704 0.00440152 0.00245682 -0.00118025
internal_weight=0 0.0125712 0.0115533 0.0103839 0.00933251 0.00832353 0.00679325 0.00561458 0.00391784 0.00235955
internal_count=3910 3289 2829 1925 1693 1523 1414 1187 604 484
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=11
num_cat=0
split_feature=484 1 376 12 48 150 52 2 4 2
split_gain=3.32175e-05 4.29431e-05 5.89577e-05 6.0672e-05 7.64269e-05 7.77529e-05 7.07173e-05 7.11509e-05 0.000104264 0.00012567
threshold=-1.0000000180025095e-35 0.13662500000000002 0.048375000000000008 -0.013124999999999998 0.11119000000000002 0.090695000000000012 0.092885000000000009 0.10679500000000001 0.074650000000000008 0.086875000000000022
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=-0.0048153665226468977 -0.0070994795933985297 0.0055164173015203139 0.0060478921776477585 -0.0024624953226166026 -0.0073363762023569727 -0.0057534270783042695 -0.0031827838181710602 -0.0026643167497552556 0.012034177388059298 0.0088833478224962358
leaf_weight=0.0010705486065031447 0.0010902241823685542 0.0011591520646060021 0.0010974690593453648 0.0018160949015982386 0.0010285131917511349 0.0012309312110935396 0.0016712863066206804 0.0011981274962090671 0.0012297259342324632 0.0013488570849582576
leaf_count=627 227 216 166 860 110 242 591 239 107 525
internal_value=0 0.000346651 -0.000165041 -0.000807462 -8.7172e-05 0.000790507 0.0018994 0.0034181 0.00507636 0.00237294
internal_weight=0 0.0128704 0.0117112 0.0106138 0.00952354 0.00849502 0.00726409 0.00559281 0.00439468 0.00316495
internal_count=3910 3283 3067 2901 2674 2564 2322 1731 1492 1385
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=16
num_cat=0
split_feature=14 124 133 132 13 47 50 52 42 49 13 15 3 0 16
split_gain=0.00044763 0.000180815 0.000253661 0.000159965 0.000164291 0.000173742 0.000175975 0.000272206 0.000246171 0.000197809 0.000114385 0.000109529 0.000148457 0.000210846 0.000216526
threshold=0.077685000000000018 0.10143000000000002 0.099765000000000006 0.080815000000000012 -0.15078499999999997 0.11603500000000001 0.081160000000000024 -0.07125999999999999 -1.0000000180025095e-35 -0.045004999999999996 -0.42334499999999992 -0.11399999999999998 -0.084014999999999992 -0.10131499999999999 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 9 -9 -6 -1 -10 -13 14 -14
right_child=-2 -3 -4 -5 5 -7 -8 8 11 -11 -12 12 13 -15 -16
leaf_value=2.8237351207185293e-05 -0.001204642641813499 0.00082948468118550136 -0.000890147368883523 0.000705340357196288 8.2562120583925345e-05 -0.00078974765307764127 -0.00074798466928821029 -0.00056127487557091412 0.00091263074566466976 -0.00082764360738561834 0.00088718738069057694 0.00069577232457069963 -0.00021666395781559094 -0.00064811636993317016 0.001001090844017172
leaf_weight=0.0010334540686358119 0.0010635970357428933 0.0010063867012357784 0.0010499115722853751 0.0012792023486719309 0.0016870450372143131 0.0010903873305949654 0.0010299026686518787 0.0010823784477559479 0.0012437886074812407 0.0017052884526220597 0.0011787871251820346 0.0019599847002032163 0.0010509710704402278 0.0010624927837704721 0.0010238622645819531
leaf_count=83 126 55 580 239 138 118 484 450 199 524 113 218 101 441 41
internal_value=0 5.26872e-05 7.9577e-06 6.53571e-05 1.13137e-05 -6.98513e-05 -3.5855e-06 6.72976e-05 0.000269411 -0.000374988 0.000485927 0.000411202 0.00028885 3.46322e-05 0.000384258
internal_weight=0 0.0184838 0.0174775 0.0164275 0.0151483 0.0129361 0.0118457 0.0108158 0.00742348 0.00339233 0.00221224 0.0063411 0.00509731 0.00313733 0.00207483
internal_count=3910 3784 3729 3149 2910 2714 2596 2112 1450 662 196 1000 801 583 142
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=16
num_cat=0
split_feature=14 124 4 157 14 15 158 457 42 2 15 151 160 52 3
split_gain=0.000302909 0.000206031 0.000164143 0.000127013 0.000196149 0.000299949 0.000176228 0.00020425 0.000104151 0.000120574 0.000104121 0.000112362 0.00011149 0.0001008 5.30164e-05
threshold=0.073890000000000011 0.11158000000000001 -0.49837999999999999 -0.073574999999999988 -0.22654999999999997 -0.15202999999999997 0.077000000000000013 -0.0034949999999999994 -1.0000000180025095e-35 0.11260500000000001 -0.095799999999999982 -0.079059999999999978 0.031805000000000007 0.084890000000000007 -0.074234999999999982
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 -7 -9 10 -10 -12 13 14 -13
right_child=-2 -3 3 4 5 6 -8 8 9 -11 11 12 -14 -15 -16
leaf_value=-0.0006491836475874393 -0.00097822472866530993 0.00085410661132922258 0.00053211381939230408 -0.00067472392294953528 0.00098365431184334762 -0.00073914467855047694 -0.00076564754210315517 -0.0003877411867279463 -0.00016460681280800873 -0.00021093159364527286 -0.00013355244617962439 0.00085649397245073371 0.0010858679291981849 -8.6482757796989984e-05 0.00029957771367350699
leaf_weight=0.0012491728657556224 0.0010476938128529947 0.0010109287708293486 0.0016476196314697778 0.0013689650552832543 0.0011000117572682938 0.0010297709826205563 0.0010038144835356104 0.0011846745481071249 0.0012599952794109448 0.0019247051532211203 0.0010024584053654481 0.0012807773598746421 0.0010244716445707153 0.0010467071157421572 0.0010720061051317938
leaf_count=175 135 40 440 118 266 176 325 783 127 242 124 379 85 377 118
internal_value=0 4.34631e-05 -4.19585e-06 4.63311e-05 -9.64634e-06 6.07721e-05 -2.50465e-05 4.36267e-05 0.000125915 0.000196581 0.000313884 0.000424988 0.000551552 0.000390531 0.000602744
internal_weight=0 0.0182061 0.0171952 0.015946 0.0142984 0.0129294 0.0118294 0.0108256 0.0097958 0.00861112 0.00668642 0.00542642 0.00442396 0.00339949 0.00235278
internal_count=3910 3775 3735 3560 3120 3002 2736 2411 2235 1452 1210 1083 959 874 497
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=15
num_cat=0
split_feature=14 43 42 376 48 16 474 14 2 15 3 16 1 151
split_gain=0.000259018 0.000108084 0.000184502 0.000260456 0.000141087 0.000150588 0.000192387 0.000285613 0.000272465 0.000187427 0.000119702 0.000115791 0.000100023 0.000142791
threshold=0.073890000000000011 0.18078000000000002 -0.10770999999999999 1.0000000180025095e-35 0.12675000000000003 0.061570000000000007 0.080165000000000014 -0.10523499999999998 0.10274500000000002 -0.03231499999999999 -0.074234999999999982 0.25185000000000007 0.095575000000000007 -0.0074049999999999993
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 -4 12 -10 11 -7 13 -9
right_child=-2 -3 3 -5 -6 10 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00068924913870086564 -0.00096386969404656003 -0.00057630989461547491 -0.00083298123605072551 0.0010361732672900152 -0.00061472798437261914 -0.00040314403711738531 0.0010525472865664132 0.0003344966667739686 0.0013028024852366786 0.00021493424398168621 -0.00074697214265109617 0.00051159492342000483 0.00036704350562315652 -0.00052330775711916238
leaf_weight=0.0011173826041827031 0.0010464576284543578 0.0010266583029019559 0.0010058731155006126 0.0011434599524735448 0.0010893770131757555 0.001111752510443681 0.0010123620894943513 0.0012090726068722159 0.001358475261823003 0.0011034914112241015 0.0011650536432753792 0.0010203099491432888 0.0019832497030611998 0.0019483337000038301
leaf_count=211 135 250 64 184 104 141 292 171 244 125 211 259 229 1290
internal_value=0 4.07249e-05 7.96649e-05 0.000136373 6.29195e-05 0.000120066 0.000243999 0.000148913 0.000278824 0.000815203 -0.000241567 3.46092e-05 2.19411e-05 -0.000194827
internal_weight=0 0.0172949 0.0162682 0.0151508 0.0140074 0.012918 0.00962086 0.0086085 0.00760262 0.00246197 0.00329712 0.00213206 0.00514066 0.00315741
internal_count=3910 3775 3525 3314 3130 3026 2415 2123 2059 369 611 400 1690 1461
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=11
num_cat=0
split_feature=42 51 52 52 160 52 0 4 49 2
split_gain=4.26934e-05 7.48406e-05 9.36415e-05 0.00010139 9.48283e-05 7.58093e-05 0.000119751 0.000121965 9.86709e-05 0.000134234
threshold=-0.10770999999999999 -0.07742499999999998 -0.089799999999999977 -0.048794999999999991 -1.0000000180025095e-35 0.11110500000000002 0.11015500000000002 -0.052874999999999998 -0.029304999999999998 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -9 -10
right_child=1 2 3 4 5 -7 -8 8 9 -11
leaf_value=-0.0062192897845430627 -0.0053665905589969426 -0.006458403782202405 0.0093237684019998237 -0.0070145907471193241 0.011924042429926708 0.009398810478240243 -0.0088768956464723471 0.0084929007049981825 -0.0094300423642229673 0.0045382194022392259
leaf_weight=0.0010092228926442586 0.0018563335074221017 0.0013050368161958486 0.0016949560271414784 0.0012227036628801547 0.001117094954011352 0.0012234155680755365 0.0010045438280694707 0.001006220648457512 0.0014285718193799988 0.0012438085144101069
leaf_count=241 609 428 279 680 843 202 44 117 242 225
internal_value=0 0.000416449 0.001371 0.0023988 0.000975444 0.00236638 0.000883062 0.00292746 0.000195432 -0.00292878
internal_weight=0 0.0131027 0.0112464 0.00994132 0.00824636 0.00702366 0.00580024 0.0047957 0.0036786 0.00267238
internal_count=3910 3669 3060 2632 2353 1673 1471 1427 584 467
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=11
num_cat=0
split_feature=42 376 51 43 16 16 1 0 2 1
split_gain=3.47421e-05 6.58708e-05 5.65035e-05 4.99078e-05 7.55639e-05 0.000116883 6.37235e-05 5.207e-05 0.000151933 6.13133e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 -0.07742499999999998 -0.15648499999999999 0.15100500000000003 -1.0000000180025095e-35 0.085835000000000009 -0.14136999999999997 0.11339500000000001 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -9
right_child=1 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=-0.0050901486588804902 -0.0051197105365463 0.0068412293107648946 0.0056511357072850689 -0.0055790890373875208 -0.0069018619762971287 0.009457576092231414 0.0040361868217006283 -0.00016098840114133804 -0.0092238266688208816 0.0089825078520618471
leaf_weight=0.001005385004553847 0.0016445172196856055 0.0011292570251260252 0.0013029968475576905 0.0015689887627362486 0.0011750799682876158 0.0010579872608618293 0.0015853871373487927 0.0012784063849986991 0.0012063884119039546 0.0010665181575083801
leaf_count=241 572 197 196 1264 221 350 120 437 99 213
internal_value=0 0.00034246 -0.000274957 0.000502965 -0.000247481 0.0007597 -0.000612603 0.000904394 -0.00169376 0.00399765
internal_weight=0 0.0130155 0.0118863 0.0102418 0.00893876 0.00776368 0.00670569 0.0051367 0.00279178 0.00234492
internal_count=3910 3669 3472 2900 2704 2483 2133 869 219 650
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=15
num_cat=0
split_feature=14 484 474 1 3 2 376 2 1 2 16 4 51 16
split_gain=0.000276011 0.000127451 0.000151194 0.000126789 0.000115582 0.000161006 0.000109681 0.000178168 0.000359174 0.000299844 0.000109969 0.000164405 7.49725e-05 5.8735e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.12008499999999998 0.106035 0.048375000000000008 0.10679500000000001 0.10617500000000001 0.097940000000000013 1.0000000180025095e-35 -0.0025899999999999994 -0.24028999999999998 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -9 10 11 -6 -5 -13
right_child=-2 2 -4 12 6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00054789208897314181 -0.00099654344157976073 -0.00012891517436827132 0.00068552692378568271 0.00010150653942438251 0.00051596898791454228 0.00082286376844071076 0.00042130466502821078 -0.0015634896713517513 -7.1918629559040233e-05 0.00085241706300718319 -0.0007909300464002296 -0.00059966328242422242 0.00084164093434767112 -3.150863040626075e-06
leaf_weight=0.0012896605622003251 0.0010348978803624417 0.0014674070311042594 0.0015003655261803589 0.0010347819526025925 0.0011926424998768208 0.0012788525930567118 0.0011788083057953517 0.0010057783458422877 0.0016211383139292743 0.0011866805139793338 0.0011028107087906521 0.0015860788150338229 0.0010705750671486181 0.0010579258038043234
leaf_count=584 135 123 374 30 1072 106 124 242 124 186 239 180 242 149
internal_value=0 4.54615e-05 9.24543e-05 3.22638e-05 -4.17338e-05 0.0003143 -0.000140181 -0.000215798 -0.000643003 -3.2611e-05 -0.000245235 -8.83793e-05 0.000477865 -0.000360985
internal_weight=0 0.0175735 0.0162838 0.0147835 0.0126781 0.00274626 0.00993186 0.00875306 0.00262692 0.00612614 0.00493946 0.00383665 0.00210536 0.002644
internal_count=3910 3775 3191 2817 2545 229 2316 2192 366 1826 1640 1401 272 329
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=12
num_cat=0
split_feature=132 13 2 0 52 39 2 43 51 1 4
split_gain=3.21273e-05 7.6299e-05 7.12026e-05 6.56335e-05 0.000158028 0.000113901 0.000117103 0.000102291 5.92749e-05 3.92071e-05 3.26448e-05
threshold=0.080815000000000012 -0.090744999999999978 0.10910500000000002 -0.083934999999999996 1.0000000180025095e-35 0.090455000000000021 0.094010000000000024 -0.075819999999999985 0.084305000000000019 0.10647000000000001 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 8 6 7 -5 9 -3 -1
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0030546893041090524 0.0039873403595121794 0.0026102489869518214 0.0089767249815717893 -0.0079051616368585893 0.0090313809208088409 0.0039614983947840118 -0.011945648389373837 0.0036292625404744962 -0.0072486804988722443 -0.003824483059092876 0.0036070375650659788
leaf_weight=0.0010041222140419288 0.0012671349472466635 0.0016409386859940493 0.0010083688886863207 0.0010924927524911417 0.001171503025557592 0.001016553537671507 0.0014440113498214837 0.0010728191170637843 0.0011161231107621448 0.00112272620725738 0.0010693942298899651
leaf_count=181 395 573 171 397 493 143 563 578 108 115 193
internal_value=0 -0.000442366 0.00319347 -0.00160027 0.000490821 -0.00388367 -0.00609323 -0.00219035 -0.002088 -3.83144e-06 0.000381026
internal_weight=0 0.0127591 0.00308189 0.00967717 0.00505129 0.00462588 0.00360932 0.00216531 0.00387979 0.00276366 0.00207352
internal_count=3910 3515 545 2970 1289 1681 1538 975 796 688 374
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=17
num_cat=0
split_feature=14 124 133 50 47 159 13 52 151 4 133 160 48 2 4 0
split_gain=0.000286743 0.000171829 0.000224751 0.000248606 0.000262586 0.000226562 0.000198769 0.000239487 0.000190875 0.000244878 0.000129895 0.000100138 0.000142201 0.000226927 0.000148359 3.31691e-05
threshold=0.073890000000000011 0.10230000000000002 0.099765000000000006 0.10119500000000002 0.117025 -0.026594999999999997 0.11202500000000001 0.10599500000000002 -0.084129999999999996 0.26450500000000005 0.065880000000000008 -0.063534999999999994 0.094275000000000012 0.093070000000000014 -0.0025899999999999994 -0.040094999999999992
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 10 11 -10 13 14 -13 -8
right_child=-2 -3 -4 -5 -6 6 15 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00094183985972341852 -0.00094609140240211036 0.00077210808844576002 -0.00082569037329620755 -0.00081752282798686819 -0.00078107231853169977 -0.00051008516729753571 0.00039819597164595765 -0.00082986248599871198 0.00045712346197612292 0.00083525179247428635 0.00057959169430378782 0.00049220074333169658 0.00040540640341135426 -0.00096316610314419273 -0.00036946539696121897 0.00086072611691964814
leaf_weight=0.001147501183066957 0.0010154546248287146 0.0010018433898206771 0.0010172347350702804 0.0010153048114537591 0.0010209173985487032 0.0014820623205618879 0.0010355514750578273 0.001012746219447456 0.0010391131972884516 0.0015955460838940052 0.0012746834055035296 0.0010816684342311112 0.0011374397569378913 0.0012421873127256445 0.0016649340968924817 0.0010000984223696987
leaf_count=230 135 52 578 364 107 249 97 212 160 256 278 595 91 268 170 68
internal_value=0 4.22035e-05 1.04566e-06 5.12544e-05 0.000107314 0.000168956 0.000103581 1.14496e-05 9.24598e-05 0.000191292 5.31926e-05 -5.56404e-05 -0.00015958 -0.000320691 -3.01236e-05 0.000625433
internal_weight=0 0.0187688 0.017767 0.0167498 0.0157344 0.0147135 0.013566 0.0115304 0.0105176 0.00903557 0.00744003 0.00616534 0.00512623 0.00398879 0.0027466 0.00203565
internal_count=3910 3775 3723 3145 2781 2674 2444 2279 2067 1818 1562 1284 1124 1033 765 165
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=14
num_cat=0
split_feature=14 484 474 0 42 13 0 1 1 49 16 42 4
split_gain=0.000262698 0.000117415 0.000155168 0.000105431 0.00017994 0.000161044 0.000221282 8.88283e-05 0.000156069 0.000123991 0.000166059 9.31943e-05 4.788e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 -0.017269999999999997 -1.0000000180025095e-35 -0.14258499999999999 0.12346000000000001 0.12864500000000004 0.11052000000000002 -0.085174999999999987 -0.094359999999999986 1.0000000180025095e-35 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 8 9 -6 12 -12 -11
right_child=-2 2 -4 5 7 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.00050009361644028636 -0.00093139152455770592 -0.00068116469233778947 0.00065489027858988563 -0.00032104966664520828 -0.00045549616893546772 0.001143895845644853 7.7169759770726211e-05 0.00050544545026597585 -0.00049871410647138513 -0.00041752056624822431 0.00083986929931575266 0.00013910024126082736 0.00012118042553951208
leaf_weight=0.0012642873509891078 0.0010028563962237022 0.001417687616500767 0.0014787873177424761 0.0010567321730025891 0.0011040615372168933 0.0011516049358085831 0.0015676148428057854 0.0011543801627478612 0.001940082613096512 0.0010885524062333551 0.0015298730707916657 0.0011238049748475117 0.0011672796302560906
leaf_count=584 135 866 374 37 109 180 122 174 191 170 138 736 94
internal_value=0 4.16982e-05 8.51051e-05 2.61895e-05 -6.88287e-05 0.000291059 0.000528934 2.64829e-05 -4.30329e-05 0.000103978 0.000229793 0.000543101 -0.00013877
internal_weight=0 0.0170447 0.0157805 0.0143017 0.0105257 0.00377595 0.00271922 0.00910803 0.00795365 0.00601357 0.00490951 0.00265368 0.00225583
internal_count=3910 3775 3191 2817 2478 339 302 1612 1438 1247 1138 874 264
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=12
num_cat=0
split_feature=0 1 4 1 48 4 2 12 42 0 0
split_gain=3.43933e-05 8.99012e-05 5.37237e-05 0.000140771 7.97118e-05 6.75078e-05 5.74786e-05 0.000101303 4.41125e-05 4.09663e-05 3.93944e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0057500000000000008 0.096335000000000018 0.085875000000000021 -0.03614499999999999 0.11542500000000001 0.10333000000000002 0.083725000000000008 0.15480500000000005 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -3 7 10 -1 -2 -5
right_child=9 2 3 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.011327916625249467 0.0087457703970471763 -0.0046297964607040325 0.01393943021968649 -0.0014790123704868821 -0.0094867170701650669 0.0077638280606061585 0.0060219334158216828 0.0061465479415332702 -0.0017121926787859768 -0.00035402139103920247 -0.010221201292728816
leaf_weight=0.0012359277396709056 0.0010572580677934576 0.0010721777232826756 0.0010609864208632729 0.0011461523986844441 0.0012995966096269853 0.0010013331856443481 0.001425246090804405 0.0011782931540677 0.0010308487543288355 0.0012988511490241786 0.0012915701326532089
leaf_count=885 181 573 104 76 249 225 277 68 1020 74 178
internal_value=0 -0.000814677 0.000654272 0.0025758 -0.00282194 0.00135529 0.0001842 -0.00211673 -0.00695503 0.00372933 -0.00611086
internal_weight=0 0.0117421 0.00947536 0.00610225 0.00337311 0.00207351 0.00504126 0.00361602 0.00226678 0.00235611 0.00243772
internal_count=3910 3655 1750 703 1047 798 599 322 1905 255 254
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=12
num_cat=0
split_feature=484 159 47 1 52 457 3 43 1 16 1
split_gain=3.45673e-05 4.41564e-05 5.12686e-05 6.71914e-05 0.000104084 0.0001078 0.000112972 9.45575e-05 5.67752e-05 5.06561e-05 2.82788e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11215000000000001 -0.088354999999999989 0.048350000000000011 0.090325000000000003 -0.084059999999999982 0.12864500000000004 -0.095109999999999986 0.12263000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -5 -9 -4
right_child=1 -3 10 8 5 -7 -8 9 -10 -11 -12
leaf_value=-0.0056350651571767342 -0.0095204297490894003 0.0049639032698084642 0.00048561416949751779 -0.011735166903316892 -0.0039559211812769017 0.011410368563514425 -0.0080935935128378135 0.011882639749428044 -0.0010310484387930894 0.002137000515272579 0.0081509374712840175
leaf_weight=0.0010697440949323485 0.0010041386055373485 0.0019037562959133966 0.0010124599649134294 0.0010635533537693834 0.001348378736431257 0.001002265357784235 0.0013769045785320538 0.0010893416443022014 0.0010112350414937393 0.0011437639468163598 0.0010015095835762063
leaf_count=627 366 522 125 127 386 186 61 250 166 1026 68
internal_value=0 0.000414287 -0.000369295 -0.00140902 0.000112951 0.0017358 -0.00021977 0.00280733 -0.00651807 0.00689107 0.00429744
internal_weight=0 0.0129573 0.0110536 0.00903958 0.00696479 0.00596065 0.00495839 0.00358148 0.00207479 0.00223311 0.00201397
internal_count=3910 3283 2761 2568 2275 1909 1723 1662 293 1276 193
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=14
num_cat=0
split_feature=14 484 474 3 2 3 133 160 2 15 16 4 4
split_gain=0.000278202 7.69896e-05 0.000122029 0.000110412 0.000175253 0.000143274 0.000112001 0.000266622 0.000118743 0.000212008 0.000190809 0.000107068 0.000122763
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 -0.10315499999999998 0.106035 -0.14539499999999997 -0.0023199999999999996 -1.0000000180025095e-35 0.106035 -0.073314999999999991 -0.114825 -0.043059999999999994 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8 10 -10 -9 -12 -13
right_child=-2 2 -4 6 -6 -7 7 8 9 -11 11 12 -14
leaf_value=-0.00041560643150731383 -0.00096649699333192416 -0.00050464569393858624 0.00061059078217932938 -0.00063000306410235382 0.00086633619596720828 0.00048019780526967589 -0.00089385442518080227 0.00089708123838585097 0.00034835896931756572 -0.00065776012217210237 0.00056471080850676518 -0.00049061582179572903 0.00025191431105525355
leaf_weight=0.0011826337690619892 0.0010179977219792738 0.0010479600455619575 0.0014167112130355061 0.0011087991237131245 0.0013129197524815728 0.0010507526238352381 0.0010518587841313312 0.001325454844908279 0.0013828202752756884 0.0016100062414246656 0.0011812808510440129 0.0015033046850958581 0.0016687549969746779
leaf_count=584 135 89 374 856 125 116 364 140 200 179 415 241 92
internal_value=0 4.80665e-05 8.30814e-05 3.06149e-05 0.000326281 -1.15687e-05 -6.25053e-05 2.20829e-06 0.0001109 -0.000192888 0.000271001 8.03797e-05 -9.99861e-05
internal_weight=0 0.0168433 0.0156606 0.0142439 0.00341163 0.00209871 0.0108323 0.00972348 0.00867162 0.00299283 0.0056788 0.00435334 0.00317206
internal_count=3910 3775 3191 2817 330 205 2487 1631 1267 379 888 748 333
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=14
num_cat=0
split_feature=14 11 3 2 457 0 15 160 1 3 39 42 15
split_gain=0.000173033 0.000101183 0.000133837 0.000324242 0.00014307 0.000133362 0.000200014 0.000157827 0.000151066 0.00014377 0.000274123 0.00022148 6.30672e-05
threshold=0.05884000000000001 0.087830000000000005 -0.12008499999999998 0.106285 -0.0034949999999999994 -0.10575999999999998 -0.11739999999999999 0.088095000000000021 0.091035000000000019 0.13772500000000001 0.005105000000000001 0.08401500000000002 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 12 8 -8 10 11 -7 -6
right_child=-2 -3 4 -5 5 9 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00011613151315120874 -0.00077840584379237324 -0.00054357583715772359 -0.00068343115651232857 0.0013020379413928181 0.00014334930058037569 -0.0010756372733628046 0.00029750437534434445 -3.441074609869539e-05 0.0012893234762912701 0.00046054100336122907 0.0003548648232933972 -0.00012221660009996695 -0.00053110322137353159
leaf_weight=0.0013964504425266746 0.0010228961904314151 0.0010427057114394947 0.0010469848281820402 0.0010390463912915981 0.0010246483225089652 0.0016824565181316688 0.0010146284734412194 0.00109459215270169 0.0012877365229122285 0.0012567244885189916 0.0017864993097411984 0.001936946682590771 0.0010247189847602742
leaf_count=138 141 136 300 72 80 1064 67 56 134 99 287 1214 122
internal_value=0 3.618e-05 7.49523e-05 0.000488897 -1.67928e-06 5.72675e-05 0.0002804 0.000566536 0.000852239 -0.000125131 -0.000261284 -0.000565408 -0.000193889
internal_weight=0 0.0166341 0.0155914 0.0024355 0.0131559 0.012109 0.00544632 0.00339696 0.00230236 0.00666263 0.0054059 0.0036194 0.00204937
internal_count=3910 3769 3633 210 3423 3123 459 257 201 2664 2565 2278 202
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=13
num_cat=0
split_feature=0 12 16 0 4 2 14 2 13 16 48 3
split_gain=3.31792e-05 0.000118028 8.44082e-05 8.49055e-05 7.39953e-05 0.00011093 9.12468e-05 9.4008e-05 9.85777e-05 0.000128277 9.44102e-05 7.44473e-07
threshold=0.18055000000000002 0.11655500000000001 0.3935300000000001 0.048950000000000007 -0.065054999999999988 0.088055000000000008 -0.13131999999999996 0.092175000000000021 -0.089899999999999994 -0.13863999999999996 0.085265000000000021 -0.015064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 10 -9 -10 11 -8
right_child=-2 -3 -4 -5 6 -7 7 8 9 -11 -12 -13
leaf_value=0.0023143770865018767 0.0052466152013922861 -0.010418710508018901 -0.0068855384678557134 0.0093303889948294846 -0.0064605823676247461 -0.011756829894412891 0.0027323713781039916 0.014250762833925582 -0.0048811179575009682 0.0098400341439956185 -0.0076658347178230942 0.0038976365339446969
leaf_weight=0.0010410516483060888 0.0010213085245209261 0.0010187585694756531 0.0013204813081998208 0.0010931590508385753 0.0010730226791202946 0.0010406925112854196 0.0010279969400060149 0.0010874332847504733 0.0010214022836240481 0.0011909991340836195 0.0011328220288462309 0.0010093976399293931
leaf_count=898 44 182 358 121 134 414 614 198 206 346 260 135
internal_value=0 -0.00045762 0.000385341 0.00128113 0.00036692 -0.00472001 0.00177082 0.00313595 0.0067369 0.0030437 -0.000612227 0.00330969
internal_weight=0 0.0130572 0.0120385 0.010718 0.00962482 0.00208174 0.00754307 0.00647005 0.00329983 0.0022124 0.00317022 0.00203739
internal_count=3910 3866 3684 3326 3205 1312 1893 1759 750 552 1009 749
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=12
num_cat=0
split_feature=158 50 160 151 42 3 49 12 2 2 13
split_gain=3.31535e-05 5.75533e-05 6.05962e-05 7.69669e-05 8.44256e-05 9.49126e-05 0.000191334 0.000152057 9.39306e-05 9.14052e-05 3.7223e-05
threshold=0.084900000000000017 0.086465000000000014 -0.085519999999999985 -0.084764999999999993 -1.0000000180025095e-35 -0.0026499999999999996 -0.029304999999999998 0.093225000000000016 0.10571000000000001 0.089910000000000004 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 10 9 -7 -8
right_child=-2 -3 3 4 5 8 7 -9 -10 -11 -12
leaf_value=0.0082542256281182991 -0.0055716356022138111 -0.0067495321628109582 -0.0073483733600821491 -0.0059439127295422183 0.018150552440340782 -0.0030323831777678218 0.011537281005708139 -0.0079702014237264147 -0.0060378477062302755 0.010710780899562455 0.0027966758086214261
leaf_weight=0.0011093691425102291 0.0010490403899790614 0.0010776421446435048 0.0012160527910323763 0.0014330800889800462 0.0010220447152132247 0.0010040122063525846 0.0010186345843918301 0.0010533403855651031 0.0019577594798126617 0.0010211929071463344 0.001020139939185804
leaf_count=359 426 692 248 716 149 119 401 335 195 74 196
internal_value=0 0.000406894 0.00105739 0.000314442 0.00129222 0.00257291 0.00601839 0.00200831 -0.000986057 0.00389749 0.00716375
internal_weight=0 0.0129333 0.0118556 0.0107463 0.0095302 0.00809712 0.00411416 0.00309211 0.00398296 0.00202521 0.00203877
internal_count=3910 3484 2792 2433 2185 1469 1081 932 388 193 597
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=11
num_cat=0
split_feature=12 49 3 42 2 43 16 49 15 2
split_gain=3.72401e-05 0.000105755 9.36006e-05 7.49606e-05 0.00010359 0.000127044 6.33005e-05 6.57307e-05 0.000127751 7.30971e-05
threshold=0.080120000000000011 -0.029304999999999998 -0.016619999999999996 0.091955000000000023 0.097360000000000016 -0.078844999999999985 0.10994000000000002 -0.07107999999999999 -0.015439999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -4 9 -9
right_child=1 3 6 -5 -6 -7 -8 8 -10 -11
leaf_value=0.008233025256427582 0.0054469366114713166 0.0014288961861583893 -0.0055754205807209837 -0.011613225313996729 0.0042992623804022608 -0.013942659504558749 -0.006983508501102167 0.0045700806347823237 0.011986348893038134 -0.005141257810091302
leaf_weight=0.0015447554035243191 0.0014462814340222407 0.0010062225784270079 0.0011080626138819929 0.0010228312348253923 0.0014570489152060054 0.0010745572535117635 0.0011265175533854144 0.0014710867737553119 0.0011062456102199887 0.0015262001986466691
leaf_count=242 248 676 130 627 364 916 152 234 119 202
internal_value=0 -0.00187795 0.00137124 -0.00420082 -0.00205781 -0.00650929 -0.000301149 0.00114328 0.00295751 -0.000374874
internal_weight=0 0.00600694 0.00788287 0.00456066 0.00353783 0.00208078 0.00633811 0.0052116 0.00410353 0.00299729
internal_count=3910 2831 1079 2583 1956 1592 837 685 555 436
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=10
num_cat=0
split_feature=1 48 12 3 0 3 15 150 0
split_gain=4.54665e-05 8.18808e-05 8.45792e-05 0.000141523 8.84328e-05 6.90715e-05 0.000121269 9.62336e-05 5.77503e-05
threshold=0.094485000000000013 -1.0000000180025095e-35 0.090585000000000013 0.090325000000000003 -0.14136999999999997 -0.115685 -0.0071449999999999994 0.083205000000000015 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=0.0034786350733493044 -0.0061300485944275097 0.013925105266859089 -0.0024903857045015299 -0.003911476359506269 0.008543417204401535 -0.016973997782134424 0.0066068814759778841 -0.0028905834092163591 -0.0032352704081244519
leaf_weight=0.0018290023295002757 0.0011813408954541582 0.0015390324326727154 0.0018420264002817696 0.0014938738169495425 0.0010612270420517845 0.001064293249175857 0.0010502505994780822 0.0010481106224029223 0.0016977990559479939
leaf_count=229 134 367 415 97 174 916 521 208 849
internal_value=0 0.00180195 0.00338048 0.0060219 0.0012615 -0.00198618 -0.00404261 -0.00998624 0.000526207
internal_weight=0 0.0071175 0.00593616 0.00409413 0.0025551 0.00668946 0.00486045 0.0021124 0.00274805
internal_count=3910 1187 1053 638 271 2723 2494 1124 1370
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=12
num_cat=0
split_feature=4 16 2 4 16 12 4 52 52 4 16
split_gain=4.4631e-05 4.44857e-05 6.62035e-05 7.8666e-05 8.43517e-05 5.76811e-05 4.63789e-05 7.02013e-05 6.22857e-05 4.61921e-05 3.88983e-05
threshold=0.27608500000000008 -0.38486499999999996 0.10910500000000002 -0.08422499999999998 -0.114825 0.078515000000000015 -0.0010999999999999996 -0.083529999999999979 -0.082554999999999976 -0.056579999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -6 -8 -4 -2
right_child=10 2 9 4 6 -7 8 -9 -10 -11 -12
leaf_value=-0.0066321552152476294 5.2241083846130177e-05 -0.0008734331702290062 0.0086607491550697892 0.0079792237153001253 -0.0038331742123004736 -0.0098899419058752335 0.0014040927704690922 0.0067326686564913125 -0.0080934646322296973 7.4534206752505146e-05 0.0074263866119284828
leaf_weight=0.001023153143262001 0.0012957081808406235 0.0011114247283180432 0.0010691050943755082 0.0010449773217093093 0.0010005490807068599 0.0013466186728469348 0.0010355651844739799 0.001171524681484586 0.0013852461073688527 0.0010817853877873795 0.0011665952548128619
leaf_count=182 152 168 154 174 378 518 113 1147 323 312 289
internal_value=0 -0.000807604 -0.000226017 -0.00143972 0.000467004 -0.00581305 -0.00124218 0.00186559 -0.00403064 0.00434233 0.00354598
internal_weight=0 0.0112699 0.0102468 0.00809591 0.00563786 0.00245804 0.00459289 0.00217207 0.00242081 0.00215089 0.0024623
internal_count=3910 3469 3287 2821 2135 686 1961 1525 436 466 441
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=10
num_cat=0
split_feature=4 42 0 52 15 13 48 4 15
split_gain=3.62968e-05 4.38166e-05 7.48901e-05 0.000146074 0.00014622 0.00014297 0.000105157 7.67508e-05 3.6996e-05
threshold=0.27608500000000008 0.092635000000000009 -0.017269999999999997 -0.092854999999999979 0.079360000000000014 -0.028919999999999998 0.087500000000000008 -0.0010999999999999996 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -5 -2
right_child=8 -3 5 4 -6 -7 -8 -9 -10
leaf_value=-0.012460480624056972 -0.00026275116348788103 -0.0058179226772677372 -0.0034857435861536793 0.011736583497672145 -0.011070580651332608 0.012185512345250199 -0.00379311739966834 0.0014213911276852412 0.0078452077260682193
leaf_weight=0.0011535341826668403 0.0012837772649072143 0.0016330856256154816 0.0011873385677068082 0.0014984771936075924 0.0010063773760396067 0.0013586022634044575 0.0017298511561463039 0.0016490072040211382 0.001171402619451935
leaf_count=462 209 682 58 412 956 230 314 355 232
internal_value=0 -0.000822918 2.82884e-05 -0.00172588 0.000378702 0.00487698 0.00274112 0.00633232 0.00360568
internal_weight=0 0.0112163 0.00958319 0.00703725 0.00588371 0.00254594 0.00487734 0.00314748 0.00245518
internal_count=3910 3469 2787 2499 2037 288 1081 767 441
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=13
num_cat=0
split_feature=14 1 0 47 474 15 16 2 16 160 1 15
split_gain=0.000295923 9.4569e-05 0.000182873 0.000163524 0.000176127 0.000116737 0.000139923 0.000106042 0.000107222 0.000123346 9.85073e-05 8.42681e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.084074999999999997 0.086425000000000016 0.080165000000000014 0.024640000000000006 0.20277000000000003 0.11462500000000002 -0.10808 0.084835000000000008 0.12958500000000003 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -4 8 -3 -10 11 -5
right_child=-2 3 5 10 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0008207807177183237 -0.0010174138544468607 0.00047969465226020783 -0.00057464784049461658 -8.5117479167765692e-05 0.0010118209525560547 0.00060047378813188194 0.00025556308001699053 0.00062493472966487296 -0.00044947675234562084 0.00031054958996071366 0.00021966186518094071 -0.00083328521276123367
leaf_weight=0.0011900659989558535 0.0010098267901481458 0.0014757281565478527 0.0014787352212976106 0.0012097618119020648 0.001144364664479966 0.001015750128112166 0.0015226635821517856 0.001573717676284633 0.0019642186367503298 0.001318963652777172 0.0014084752942304163 0.0010299530701092866
leaf_count=990 135 191 225 104 203 567 201 262 617 143 73 199
internal_value=0 5.49031e-05 -0.000158908 0.000154979 0.000317774 3.71696e-05 -0.000153467 0.000192353 4.93037e-05 -0.000144149 -0.000178672 -0.000429169
internal_weight=0 0.0163324 0.00520721 0.0111252 0.00747699 0.00401715 0.0030014 0.00633263 0.00475891 0.00328318 0.00364819 0.00223971
internal_count=3910 3775 1983 1792 1416 993 426 1213 951 760 376 303
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=10
num_cat=0
split_feature=41 13 39 4 157 2 15 52 1
split_gain=4.00905e-05 4.01146e-05 6.16856e-05 9.23423e-05 8.78798e-05 7.62163e-05 8.53202e-05 9.16751e-05 5.27849e-05
threshold=0.075585000000000013 -0.090744999999999978 0.005105000000000001 -0.23071499999999998 -0.063554999999999987 0.11230000000000001 -0.041049999999999996 -0.07984999999999999 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 6 7 -6 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00017159695404623122 -0.0065908746142028986 -0.011602234066786834 0.0052657638314579742 0.0090559978594216758 0.011644700741830645 -0.0091968341154562375 -0.0066527621381957643 -0.0010013691502446516 0.0095884833979037899
leaf_weight=0.0014929718954283982 0.001052958435863908 0.0010355454139986875 0.0018374585612728608 0.0010275575103107018 0.0010932112997535217 0.0013935394509129052 0.0015102603356991848 0.0019665541223505972 0.001246015425180309
leaf_count=224 221 225 345 405 214 265 1265 459 287
internal_value=0 0.000520115 -0.000520689 -0.00184532 -0.000400096 -0.00202944 0.000156119 0.00351689 0.00426844
internal_weight=0 0.0126031 0.00986413 0.00802667 0.00699112 0.00596357 0.00457003 0.00305977 0.00273899
internal_count=3910 3689 3178 2833 2608 2203 1938 673 511
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=14
num_cat=0
split_feature=14 124 4 47 131 1 4 2 15 52 43 15 43
split_gain=0.000245363 0.000103536 0.000137246 0.000141809 0.000155577 0.000126147 0.000120769 0.00011465 0.000151063 0.000126103 0.000122228 7.58829e-05 3.72271e-05
threshold=0.064610000000000015 0.0040150000000000003 -0.49837999999999999 0.11926500000000002 0.089325000000000015 0.11235500000000002 0.24280000000000004 0.089910000000000004 -0.089964999999999976 0.098910000000000012 -0.077544999999999989 -0.07142999999999998 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -4 10 -9 -12 -10
right_child=-2 -3 3 -5 -6 6 -8 9 12 -11 11 -13 -14
leaf_value=-0.00061430940752945295 -0.00091109043935443557 0.0006267772531354344 -0.00061475118267405402 -0.00059088287204777572 -0.00060444062243466211 0.00010202223244937233 0.00090733492151493205 0.00092513426288382699 0.00039870883329115126 -0.0003553287181664198 -0.00010346168930083798 0.00044718318049050853 -9.2765882941018093e-05
leaf_weight=0.0011807500071452466 0.0010200601699040931 0.0010074912269367351 0.0016564308814050184 0.0011164553493050447 0.0010045189995591961 0.0012432667524104202 0.001413356235091502 0.001076578095146039 0.0010360268692693581 0.0010479507554480233 0.001606198333984267 0.001990521873460997 0.0011607019671127797
leaf_count=173 138 93 275 132 468 143 225 254 418 320 199 307 765
internal_value=0 4.13026e-05 3.32735e-06 5.41408e-05 0.00010855 0.000167107 0.000530459 6.62878e-05 -0.000185015 0.000235536 0.000368033 0.00020128 0.000139025
internal_weight=0 0.0165402 0.0155328 0.014352 0.0132356 0.012231 0.00265662 0.00957441 0.00385316 0.00572125 0.0046733 0.00359672 0.00219673
internal_count=3910 3772 3679 3506 3374 2906 368 2538 1458 1080 760 506 1183
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=10
num_cat=0
split_feature=4 156 48 151 2 13 3 15 3
split_gain=3.51005e-05 4.13022e-05 5.34138e-05 8.4168e-05 7.57073e-05 0.000143207 0.000165682 0.000101507 3.90714e-05
threshold=0.27608500000000008 0.084090000000000012 0.093225000000000016 -0.076429999999999984 0.10393500000000001 -0.083924999999999986 -0.075679999999999983 -0.033649999999999992 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -2
right_child=8 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.0069902156512423484 -0.0013049860857240155 -0.0069005682799899931 0.0055129672572440114 0.0079743379336130286 -0.008901875101511289 -0.015305091546502333 -0.0061233007169997286 0.0072939506147573236 0.0074421708917914251
leaf_weight=0.0012458718338776952 0.0010540154883650898 0.0011858784439236015 0.0016523005647489522 0.0015911858039845115 0.0017407894083169362 0.001130102962764285 0.0013699124307406042 0.0012896254463129345 0.0014015648941541276
leaf_count=302 102 499 351 522 350 1048 168 229 339
internal_value=0 -0.000843424 -0.000126539 -0.00124015 -0.00267999 -0.000667109 -0.00429546 0.000382803 0.0036876
internal_weight=0 0.0112057 0.0100198 0.00836749 0.00712162 0.00538083 0.00378964 0.00265954 0.00245558
internal_count=3910 3469 2970 2619 2317 1967 1445 397 441
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=14
num_cat=0
split_feature=14 484 474 1 4 16 12 12 4 52 52 48 0
split_gain=0.000192758 0.000113428 0.000118267 0.000118662 0.000121841 0.000155158 0.000107313 0.000105167 9.23946e-05 8.66228e-05 8.56944e-05 8.08984e-05 0.000121143
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 0.098355000000000012 0.088325000000000015 0.28937500000000005 0.084890000000000007 -0.082554999999999976 0.090225000000000014 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 7 9 11 10 -3 12 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00052455537947067885 -0.00082011398241258219 -5.4113479024741418e-05 0.00062963356139787458 0.00047146409489387872 -0.00096188363513630669 -0.00083401960589185315 -0.00039517830037967154 0.00074262099090056976 0.00030842573392600957 -0.00035369823189564987 0.00073100458386527714 0.00015323963726862123 -5.4948093074305312e-05
leaf_weight=0.0012034916916456367 0.0010155163795426405 0.0010502113986763468 0.0013588916497815117 0.0019688657106377598 0.0010052146333371925 0.0012311516179041738 0.0010094849561882238 0.0013680344469899821 0.001601411358276808 0.0010270534913586205 0.0010057053489605401 0.0011811833789040337 0.001186876251516149
leaf_count=583 144 218 374 270 94 229 275 671 171 340 238 109 194
internal_value=0 4.32557e-05 8.88307e-05 3.4934e-05 -3.8737e-05 -0.000223016 0.000170696 0.000299036 -7.18026e-05 0.000102199 0.000329948 -0.00025231 -0.000470836
internal_weight=0 0.0161976 0.0149941 0.0136352 0.0116663 0.00620584 0.00546049 0.004451 0.00497469 0.00308297 0.00205592 0.00337327 0.00219209
internal_count=3910 3766 3183 2809 2539 797 1742 1467 568 796 456 397 288
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=15
num_cat=0
split_feature=14 124 1 47 48 51 0 133 16 48 0 160 13 3
split_gain=0.000424327 0.000231441 0.000178996 0.000252834 0.000227423 0.000244448 0.000155485 0.000161752 0.000153971 0.00022712 0.000128177 0.00024583 0.000104545 7.42888e-05
threshold=0.077685000000000018 0.10385500000000002 0.076710000000000014 0.086425000000000016 0.085790000000000019 0.089795000000000014 -0.084074999999999997 0.086685000000000012 -0.055679999999999993 0.10417000000000001 -0.10462499999999998 -1.0000000180025095e-35 0.11596500000000001 -0.12817999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 10 -6 -1 12 9 -5 11 -4 -8 -12
right_child=-2 -3 3 8 5 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00083283414600303189 -0.0011824032078184925 0.00094200195141270506 0.00028813326033780035 -0.00049161983731489743 -0.0006870621839854869 0.00044608481398486217 -0.00015755408171479754 -0.00074674958163186301 -0.00087840801458284221 0.00067615214170522033 0.00058372203668044422 0.0013715115775047415 0.00057587537278702499 -9.568763091220393e-05
leaf_weight=0.0014365234698770742 0.0010938988992935514 0.0010152993277545977 0.0016367624920023971 0.0015505514550935087 0.0014290722428914673 0.0013856534590420896 0.0018375932942276997 0.0010505765982357865 0.0011340460257062432 0.001020539927504626 0.0010788790342067811 0.0014683209707472425 0.0011790010003224771 0.0013252919460888862
leaf_count=990 126 49 111 101 123 116 483 437 175 89 180 138 69 723
internal_value=0 4.96646e-05 -2.00932e-06 0.000129373 0.00031531 -0.000129228 -0.000289163 -9.71389e-05 -0.000288355 -2.80976e-05 0.000542428 0.000800437 0.000129098 0.0002092
internal_weight=0 0.0185481 0.0175328 0.0120291 0.00832398 0.00281473 0.00550369 0.00406717 0.00370514 0.00257109 0.00550925 0.00310508 0.00301659 0.00240417
internal_count=3910 3784 3735 1756 1391 239 1979 989 365 190 1152 249 552 903
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=11
num_cat=0
split_feature=484 1 16 133 43 52 1 4 4 16
split_gain=3.48321e-05 4.75069e-05 7.66569e-05 8.30775e-05 0.000118996 6.24261e-05 8.83411e-05 8.95303e-05 0.000107714 1.83072e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.0054700000000000009 1.0000000180025095e-35 -0.074254999999999988 0.084240000000000023 0.11167500000000001 0.015635000000000003 -0.017449999999999997 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=-0.0062474529619582532 0.0051519449666178668 0.0073910034641995869 0.015849541136536811 -0.0045103110916716082 0.00058562791373762432 -0.0089798181729739794 -0.0076880388359418395 0.0040944320953083891 -0.0091822232288895009 0.010840079758566754
leaf_weight=0.0010620793689652382 0.0012540532449889716 0.0011545573701286947 0.0011799675647328339 0.001036495349054806 0.0014536825545814784 0.0014181252126795061 0.0016995509550950241 0.0010416987109260131 0.0014317458946856015 0.0010109487233881595
leaf_count=627 515 216 153 254 337 961 180 164 373 130
internal_value=0 0.000484913 -0.000206853 0.00405388 0.0074244 -0.00219734 -0.000703337 0.00180188 -0.00248931 0.00741673
internal_weight=0 0.0126808 0.0115263 0.00367015 0.00263365 0.00785612 0.006438 0.00473845 0.0026858 0.00205265
internal_count=3910 3283 3067 744 490 2323 1362 1182 888 294
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=14
num_cat=0
split_feature=14 1 0 157 0 16 3 0 2 49 15 16 3
split_gain=0.00032619 0.000131651 0.000156825 0.000126292 0.000152507 0.00022856 0.000240231 0.000133103 0.000319563 0.000242128 0.000122001 0.000119234 3.07427e-06
threshold=0.073890000000000011 1.0000000180025095e-35 -0.089879999999999974 -0.073574999999999988 -0.017269999999999997 -0.055679999999999993 0.10223 -0.15713499999999997 1.0000000180025095e-35 0.0037600000000000003 0.024640000000000006 0.20277000000000003 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 12 9 -9 -5 11 -4 -7
right_child=-2 3 10 4 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00089275603017574903 -0.0010827850273966448 0.00072454338322732923 -0.00056500975553810842 0.00033267418956520054 0.00074303100144060632 -0.00011635375064660105 -0.0012059549376067296 -1.98971845804075e-05 0.0012616633165861665 -0.00084145882679302771 0.00053712758165637246 0.00017356831379902371 3.712133812952793e-05
leaf_weight=0.0010259747757091478 0.0010374998364662538 0.0013766792509889445 0.0018222519146155309 0.0019700946019167612 0.001221244470579262 0.0010064272910496538 0.0010265865954458553 0.0018076128861317267 0.0012762109717813289 0.0010274039120350409 0.0010630643052373695 0.0015595913843343117 0.0010007657713512327
leaf_count=463 135 246 452 140 250 305 58 430 181 57 850 218 125
internal_value=0 4.93568e-05 -0.000201766 0.00016665 9.23457e-05 5.16667e-06 -0.000434431 0.000224468 0.000510464 -6.97643e-05 -4.22716e-05 -0.000224403 -3.98327e-05
internal_weight=0 0.0171839 0.00547088 0.011713 0.0103363 0.0091151 0.00303378 0.00608132 0.00308382 0.0029975 0.00444491 0.00338184 0.00200719
internal_count=3910 3775 1983 1792 1546 1296 488 808 611 197 1520 670 430
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=15
num_cat=0
split_feature=14 124 4 157 48 14 2 48 12 47 12 0 4 4
split_gain=0.000331257 0.000127234 0.000216454 0.000166632 0.000170785 0.000190308 0.000247336 0.000360432 0.000214829 0.000277847 0.000106069 0.000126159 0.000104765 0.000134959
threshold=0.073890000000000011 0.098110000000000017 -0.49837999999999999 -0.072409999999999988 0.12675000000000003 -0.13131999999999996 0.091985000000000011 0.097140000000000018 0.10297500000000001 0.09252500000000001 0.095295000000000019 -0.10462499999999998 -0.032604999999999995 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 10 9 12 11 -8 -7 -14
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0007604824716717335 -0.0010596068463593182 0.0007069655500448218 0.00063321977228621997 -0.00062003891058346936 -0.00072587465443831913 0.00042992549486939015 0.00069355639981344755 0.0013909454309985231 0.00065981329915090802 -0.0011079417252198107 -0.0003087509459279023 -5.3520677026201237e-05 -0.0007066531128904238 0.00018734170328344867
leaf_weight=0.0011872573171858138 0.0010028328287335899 0.0010000792909189695 0.001688742144659988 0.0012855663360750733 0.0010467376919981565 0.0011457110558670968 0.0018043786377130184 0.0011087590133003651 0.0010077822062541236 0.0011416750842186598 0.0011318364146685467 0.0014465056658194298 0.001208080107969522 0.0011911445384658447
leaf_count=174 135 61 446 116 107 995 228 124 148 185 386 303 316 186
internal_value=0 5.43531e-05 1.45423e-05 7.50512e-05 5.32269e-06 6.66927e-05 0.000145617 0.000430993 -0.000129589 -0.000299338 0.00018814 0.000361139 -3.89209e-05 -0.000262811
internal_weight=0 0.0173943 0.0163942 0.0152069 0.0135182 0.0124714 0.0111859 0.00549148 0.00569439 0.00468661 0.00438272 0.00325088 0.00354494 0.00239922
internal_count=3910 3775 3714 3540 3094 2987 2871 1041 1830 1682 917 531 1497 502
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=14
num_cat=0
split_feature=14 484 474 1 2 42 3 2 2 16 43 1 51
split_gain=0.000171108 9.61803e-05 0.000102966 9.36272e-05 9.22259e-05 9.87722e-05 0.000190274 0.000162995 0.000261809 9.55346e-05 0.000101244 7.62187e-05 6.67304e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.086650000000000019 0.091955000000000023 -0.115685 0.10571000000000001 0.097940000000000013 -0.055679999999999993 -0.07526999999999999 0.10617500000000001 -0.24028999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 8 -8 10 -3 -9 -5
right_child=-2 2 -4 12 5 -7 7 11 -10 -11 -12 -13 -14
leaf_value=-0.00045904582867701215 -0.00075227736484445096 0.00038390511077545443 0.00057217360570164188 6.8517953848025475e-05 0.00079092308884449027 -0.00039860295991573014 -0.00011307172810863964 -0.00072955339920056407 0.0010150594545204074 -0.00074146824409232546 -0.00038950683380178117 -6.1785357338642175e-05 0.00074669501040360042
leaf_weight=0.0012193527393289843 0.0010000143718082019 0.0010197844648772107 0.0014316421617472227 0.001016970045994714 0.0014149111171748441 0.0012663569644683981 0.0019776954192498768 0.0010457166099050001 0.0011588037401244408 0.0010891523907168204 0.0014645976097205915 0.0014474728392675877 0.0010447791043777807
leaf_count=583 141 168 374 30 148 339 527 166 153 355 561 123 242
internal_value=0 5.04473e-05 9.08463e-05 4.1436e-05 -2.28815e-05 8.59837e-05 0.000173094 1.78153e-05 0.000303725 -0.000276069 -7.20382e-05 -0.000341867 0.00041218
internal_weight=0 0.0165972 0.0153779 0.0139462 0.0118845 0.00831096 0.0070446 0.00562969 0.0031365 0.00357353 0.00248438 0.00249319 0.00206175
internal_count=3910 3769 3186 2812 2540 1456 1117 969 680 1084 729 289 272
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=15
num_cat=0
split_feature=14 158 11 457 16 15 0 42 43 47 13 151 2 133
split_gain=0.000282922 0.00011127 0.000112991 0.000146271 0.000203763 0.000157379 0.000106556 0.000117613 0.000123821 0.000136047 0.000230622 0.000110419 0.000163979 8.60538e-05
threshold=0.073890000000000011 0.085745000000000002 0.087830000000000005 -0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 -0.10575999999999998 -0.090359999999999982 -0.083899999999999988 0.092255000000000018 -0.11267999999999999 -1.0000000180025095e-35 0.08400500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 11 -8 13 10 -10 -7 -13 -9
right_child=-2 -3 -4 4 5 6 7 8 9 -11 -12 12 -14 -15
leaf_value=-0.00050184739938589733 -0.00094763670826145292 -0.00049190810943086009 -0.00050736968363565668 0.00081724107444634212 -0.00048204362704785687 0.00087588727760053435 -0.00046834975633704531 0.00085840659498699157 0.00037033252018177549 0.00047991692247698281 -0.00061013263712724483 0.00068184277649887192 -0.00029817515073344978 0.00014171082322508247
leaf_weight=0.0011603876805752868 0.001008929806206065 0.0012076256781101751 0.0010154471153649416 0.0014231542486619906 0.001384568412170121 0.0011954376627882901 0.0012182652390592503 0.0010873516405331945 0.001304930008273337 0.0012548378494595877 0.001984229940035236 0.0011258067060602181 0.0011152294582828445 0.0011118874522527203
leaf_count=292 135 382 126 175 291 83 321 89 71 141 1420 39 98 247
internal_value=0 3.87412e-05 7.786e-05 0.000116534 0.000167046 9.46565e-05 0.000164711 4.96407e-05 0.000143223 -2.75457e-05 -0.000221146 0.000431302 0.000194147 0.000496061
internal_weight=0 0.0175892 0.0163815 0.0153661 0.0142057 0.0127825 0.011398 0.0079615 0.00674324 0.004544 0.00328916 0.00343647 0.00224104 0.00219924
internal_count=3910 3775 3393 3267 2975 2800 2509 2289 1968 1632 1491 220 137 336
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 47 52 51 1 4 160 0 52 52
split_gain=0.000147183 0.000112982 0.000189083 0.000148631 0.000154198 0.000118506 0.000191326 0.000140794 0.00021837 0.000109813 9.54689e-05 8.5506e-05 6.25712e-05 6.84714e-05
threshold=0.05884000000000001 0.0049200000000000008 0.098810000000000023 0.080815000000000012 -1.0000000180025095e-35 0.087850000000000025 -0.092854999999999979 0.11355500000000002 0.11235500000000002 -0.0010999999999999996 0.069910000000000014 -0.10462499999999998 0.092885000000000009 -0.014099999999999998
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 12 -11 -7 13 -8
right_child=-2 -3 -4 -5 5 11 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00063611431656779272 -0.00070303653388280091 0.00063527118438513061 -0.00079584406769425394 0.00069037106289576331 -0.00054358779386641152 -0.00061918152850747173 0.00030235551645473458 -0.00040156403400442415 0.0010743981740956384 -0.00037620189577103401 0.00035651118974617922 3.5698162726524478e-05 5.4277109270059508e-05 0.00094491876192893758
leaf_weight=0.0012712617119133166 0.0010340621521901369 0.0010268451544394519 0.0010172900106978728 0.0011646522121141973 0.0012232540967214529 0.0013910141193973491 0.0013017730590822959 0.0010213675710064977 0.0012173692834056516 0.0016100348082773424 0.0010393542271152079 0.0014425706210233905 0.0011289609312750172 0.0010758148776560381
leaf_count=719 141 90 579 234 395 95 234 74 233 272 62 238 225 319
internal_value=0 2.93787e-05 -9.73913e-06 4.39771e-05 -1.08824e-05 5.29519e-05 0.000152749 0.000254217 0.000345058 0.000200827 -8.87589e-05 -0.000285784 0.000419624 0.000593104
internal_weight=0 0.0169316 0.0159047 0.0148874 0.0137228 0.0124515 0.00961793 0.00839467 0.00737331 0.00615594 0.00264939 0.00283358 0.00350655 0.00237759
internal_count=3910 3769 3679 3100 2866 2147 1814 1419 1345 1112 334 333 778 553
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=15
num_cat=0
split_feature=14 484 43 52 15 457 15 0 160 13 48 42 15 12
split_gain=0.000280519 0.000138644 0.000120808 0.000208976 0.000132332 0.000140588 0.000148622 0.000209681 0.000207626 0.000188279 0.000224941 0.000127358 0.000234472 0.000130821
threshold=0.064610000000000015 -0.0043499999999999988 0.18078000000000002 0.18936500000000003 -0.26361999999999991 -0.0034949999999999994 -0.11739999999999999 -0.10575999999999998 0.086110000000000006 -0.090744999999999978 0.086870000000000017 0.095385000000000011 -0.017214999999999998 -1.0000000180025095e-35
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 8 -8 -9 11 12 -11 -14
right_child=-2 2 -4 -5 5 6 7 9 -10 10 -12 -13 13 -15
leaf_value=-0.0005572107748587086 -0.00097703118324731137 0.00082192700493498815 -0.00053799887737233714 -0.00067957335546706187 -0.00052175902366879978 -0.00035386299064704002 0.0010545470795429994 0.00072136039708986673 1.1285219795852025e-05 -0.0010038890294347806 0.00076577164000926113 0.00039269098165860305 0.00050006886274181711 -0.00035571499553782826
leaf_weight=0.0013016840553851479 0.0010304891665292156 0.0010711402066241925 0.0010447893073554934 0.0010677555182507159 0.0010698273844074744 0.0015484736241618358 0.0019567547659864702 0.0014187807292262459 0.0010364687215913548 0.0013253031350973395 0.0010208387837303511 0.0010149068678832612 0.0010113633657279058 0.0017025047518478579
leaf_count=583 138 249 227 315 161 176 184 193 54 308 147 278 52 845
internal_value=0 3.46682e-05 8.19666e-05 0.000124457 0.000185016 0.000132959 0.000191157 0.000271634 0.000693295 0.000103209 -4.11591e-05 -0.000204146 -0.00035411 -3.67944e-05
internal_weight=0 0.0175906 0.0162889 0.0152441 0.0141764 0.0131052 0.0120354 0.0104869 0.00299322 0.0074937 0.00607492 0.00505408 0.00403917 0.00271387
internal_count=3910 3772 3189 2962 2647 2398 2237 2061 238 1823 1630 1483 1205 897
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=11
num_cat=0
split_feature=4 1 0 16 16 4 0 0 16 13
split_gain=3.60098e-05 4.0385e-05 4.02442e-05 8.24217e-05 8.11706e-05 8.26019e-05 9.55699e-05 9.46644e-05 8.92748e-05 7.06162e-05
threshold=0.27608500000000008 0.11235500000000002 -0.017269999999999997 0.31524000000000002 -0.27337499999999998 0.0057500000000000008 -0.13027499999999997 -0.15517999999999996 -0.019979999999999994 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 -9 -4
right_child=1 -3 9 -5 5 6 -8 8 -10 -11
leaf_value=-0.0078617969722321306 -0.0011880924163047092 0.0065800066781979147 -0.0032407824872600797 -0.0099320731712468149 -0.0097652361225398603 0.012119517584590178 -0.0004940349649114619 0.0082294178430987516 -0.0029952200794768295 0.0061185815835201182
leaf_weight=0.0012365316666431781 0.0010891594286548956 0.0014484525309500515 0.0012835804590281032 0.0010292633096657859 0.0010571570842077892 0.0010417695263167381 0.001201570448792137 0.0010057403457216518 0.0019048238166022252 0.0017975214058657948
leaf_count=195 118 323 80 266 118 67 258 1352 868 265
internal_value=0 0.00324589 -0.000763593 -0.00184786 -0.000730616 0.000689098 0.00536349 -0.00195379 0.000883434 0.00221949
internal_weight=0 0.00253761 0.011558 0.00847686 0.00744759 0.00621106 0.00224334 0.00396772 0.00291056 0.0030811
internal_count=3910 441 3469 3124 2858 2663 325 2338 2220 345
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=11
num_cat=0
split_feature=1 52 52 4 0 0 160 15 15 4
split_gain=3.34433e-05 9.16423e-05 9.11065e-05 7.18804e-05 6.83765e-05 0.000102641 6.67191e-05 9.38731e-05 0.000207551 5.42575e-05
threshold=0.11235500000000002 0.11401500000000002 0.091210000000000013 0.24280000000000004 -0.23029999999999998 -0.15007499999999999 -0.011689999999999999 -0.03231499999999999 0.024640000000000006 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 -6 -7 -8 -9 -2
right_child=3 -3 -4 -5 5 6 7 8 -10 -11
leaf_value=0.0055956590146024037 0.0045122920041473927 -0.010671155421458908 0.0087984180789176109 0.0077825752226369201 -0.013180859029942132 0.0070637815648275136 0.0027733129558789905 -0.01797210317653403 0.0035331742529108117 -0.0062138749733405508
leaf_weight=0.0013894326710206526 0.0010353194642843239 0.0011018521469125736 0.0012486677764656055 0.0018301602829496103 0.0010140728200159774 0.0010117814028142895 0.001879444552062039 0.0011712028635746516 0.0010372011270507191 0.0013086933401621481
leaf_count=95 197 514 248 343 124 537 628 300 833 91
internal_value=0 -0.00115575 4.22388e-05 0.00258326 -0.00141496 -0.00300823 -0.00098538 -0.00297762 -0.00787191 -0.00147627
internal_weight=0 0.00985366 0.0087518 0.00417417 0.00750314 0.0061137 0.00509963 0.00408785 0.0022084 0.00234401
internal_count=3910 3279 2765 631 2517 2422 2298 1761 1133 288
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=10
num_cat=0
split_feature=475 15 15 151 16 1 0 0 43
split_gain=3.50034e-05 5.05151e-05 7.48894e-05 5.93587e-05 8.40724e-05 0.000109151 0.000147818 0.000113026 0.000105825
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 -0.076429999999999984 -0.30307999999999996 0.095575000000000007 -0.099864999999999995 -0.070894999999999986 -0.078454999999999983
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=-0.0050082011078221673 0.0064863361964969737 -0.0081867168516263009 0.0065824622487796374 -0.0095495614337549658 -0.0092902953635038994 0.014902609367524697 -0.00055441534733580492 0.0089041276650675388 -0.0045530868246917528
leaf_weight=0.0014398795105282974 0.001429129545866519 0.0011965577357881648 0.0016357972994488065 0.0010060696802954572 0.0017038277128146612 0.0012051923135527609 0.0016732174340869481 0.0012561338777053593 0.0013982684699181021
leaf_count=621 267 280 314 177 1505 88 298 119 241
internal_value=0 0.000532311 -0.000235999 0.000727051 -0.000434978 0.000832172 0.00591745 -0.00252642 0.00181523
internal_weight=0 0.0125042 0.0110751 0.00987851 0.00824271 0.00723664 0.00287841 0.00435823 0.0026544
internal_count=3910 3289 3022 2742 2428 2251 386 1865 360
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=14
num_cat=0
split_feature=14 124 4 47 51 484 4 12 2 1 4 457 16
split_gain=0.000246424 0.000119729 0.000197954 0.00015656 0.000111532 0.000144149 0.000152321 0.000171219 0.000224313 0.000164155 0.000121548 0.000146589 8.80683e-05
threshold=0.064610000000000015 0.0040150000000000003 -0.49837999999999999 0.11926500000000002 0.10876000000000001 0.085515000000000022 0.24280000000000004 0.095295000000000019 0.091985000000000011 0.11235500000000002 -0.04738499999999999 0.082870000000000013 -0.041434999999999993
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 10 -8 -4 -12 -10
right_child=-2 -3 3 -5 -6 -7 9 -9 12 -11 11 -13 -14
leaf_value=-0.00072141857986326345 -0.00090040314406520381 0.00065957839707415564 0.00029940195071436382 -0.00061660057492692987 -0.0004055549838230626 0.00072087943501335575 0.00012670471035997321 -0.0006217401698516659 0.00017114003931346252 0.0010522656119191975 -0.00082076045919037704 8.9446438982458183e-05 0.00083646119324564836
leaf_weight=0.0011954979397841735 0.0010074376654089631 0.0010029819838209579 0.0010996012329796872 0.0010758192605552766 0.0012642640679229591 0.0014349950388971673 0.0017975951896467696 0.001402890170554125 0.0014086180843955742 0.0010284737415841893 0.0014388373632059012 0.001041163199339501 0.0013117449274111792
leaf_count=173 138 93 859 132 228 353 175 547 183 203 506 107 213
internal_value=0 4.08989e-05 8.63753e-07 6.12306e-05 0.000116357 0.000171509 9.66351e-05 -3.79766e-05 9.20172e-05 0.000463538 -0.00021192 -0.000438634 0.000491954
internal_weight=0 0.0165025 0.0154995 0.014304 0.0132282 0.0119639 0.0105289 0.00770285 0.00629996 0.00282607 0.0035796 0.00248 0.00272036
internal_count=3910 3772 3679 3506 3374 3146 2793 2415 1868 378 1472 613 396
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=15
num_cat=0
split_feature=14 124 133 50 15 47 3 1 0 13 48 0 3 52
split_gain=0.000455241 0.000187186 0.000269031 0.000217961 0.000221927 0.000189583 0.0003953 0.000166847 0.000159309 0.0001521 0.000154138 0.000220758 0.000135218 0.000120038
threshold=0.077685000000000018 0.10143000000000002 0.10064500000000001 0.10625000000000001 -0.26361999999999991 0.086425000000000016 -0.074234999999999982 0.076710000000000014 -0.084074999999999997 -0.090394999999999989 0.085875000000000021 -0.10303999999999998 -0.078669999999999976 0.031990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6 -9 11 -11 13 -10
right_child=-2 -3 -4 -5 5 6 -8 9 12 10 -12 -13 -14 -15
leaf_value=0.00088017286388470436 -0.0012550277668502197 0.00086681012426652587 -0.00098211397212234135 -0.00082803600150622243 -0.00069669079245932714 0.00041590902120110799 -0.00093727550813556455 0.00097417933206659789 -0.00066024773167874654 0.00097895499242876978 -0.00021460864218552714 -3.2698123428955957e-05 0.00061441715217962114 0.00028630638706569661
leaf_weight=0.0013326084964506305 0.0010938511894492955 0.0010109778300925734 0.0010125572611595452 0.0010033324661893597 0.0013094565986487123 0.0014445366162679878 0.001950948374423527 0.0012827053666383814 0.0010577275932446839 0.0016778675162789913 0.0019598133237944577 0.0016397721176720885 0.001268047224076941 0.0010040497231326509
leaf_count=236 126 55 570 322 706 210 140 174 222 121 149 479 187 213
internal_value=0 4.59043e-05 -3.47638e-07 5.83673e-05 0.000114205 4.42673e-05 -0.000361592 0.000167317 -0.000117275 0.000368578 0.000221385 0.000478937 0.00011058 -0.000199292
internal_weight=0 0.0189544 0.0179434 0.0169309 0.0159275 0.0145949 0.00339548 0.0111994 0.00463928 0.00656016 0.00527745 0.00331764 0.00332982 0.00206178
internal_count=3910 3784 3729 3159 2837 2601 350 2251 1328 923 749 600 622 435
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=12
num_cat=0
split_feature=48 48 51 0 4 15 3 1 3 12 3
split_gain=3.50073e-05 8.00881e-05 6.30594e-05 8.16051e-05 6.55605e-05 7.82491e-05 0.000169228 9.21857e-05 6.35979e-05 0.000103367 2.06297e-05
threshold=0.11930500000000001 0.096835000000000018 0.08955500000000001 -0.19631499999999999 0.28937500000000005 -0.017214999999999998 0.10666500000000002 0.095575000000000007 -0.021064999999999997 0.084100000000000022 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -5 9 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 10 -10 -11 -12
leaf_value=0.0084501511503125501 -0.0057753607807336177 0.0090064689938439933 -0.007308967009872532 -0.014191857957963235 0.0070959190595671308 0.007293679664276671 0.012207903526745617 0.0016247608859137569 -0.0097360424500969305 -0.0055458450204880407 -0.0051806748127663687
leaf_weight=0.001282954770740201 0.0011118291539444396 0.0011296418612703136 0.001318269095252512 0.0010167947795332909 0.0011002838427189533 0.001265437504685785 0.0011567636123805958 0.0010123185927716407 0.0010062656587335492 0.0016176149085555069 0.0010052457352625055
leaf_count=129 161 218 364 689 291 225 64 174 129 1421 45
internal_value=0 0.000447472 -0.000373157 0.000500653 -0.000610245 -0.00165956 0.000908282 -0.00592985 -0.00245246 8.97154e-05 -0.00176603
internal_weight=0 0.0129116 0.0117819 0.0104637 0.00918072 0.00808044 0.00504608 0.00303436 0.00388932 0.00288305 0.00201756
internal_count=3910 3749 3531 3167 3038 2747 1839 908 1775 1646 219
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=14
num_cat=0
split_feature=14 484 474 1 2 12 12 3 1 42 4 16 3
split_gain=0.000220337 0.000137433 0.000129119 0.000115331 9.4709e-05 0.00012238 0.000159176 0.000184531 0.000201955 9.61705e-05 9.37587e-05 8.66281e-05 8.38087e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.086650000000000019 0.098845000000000016 0.085185000000000025 0.11818000000000002 0.086430000000000021 0.085775000000000004 -0.0025899999999999994 -0.19424999999999998 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 -6 -8 -3 -12 -10
right_child=-2 2 -4 -5 5 -7 9 -9 12 -11 11 -13 -14
leaf_value=-0.0005607455638075385 -0.00085007509328591995 0.00012088585901078575 0.00063911668667128365 0.00046214726887986807 -0.00032551946196627521 -0.00048071858101394837 0.00093068367038514482 -0.00065983223422690746 0.00096543576771138194 0.00014994591284738849 -0.00015910509368931877 -0.0009049195867459614 0.00020393567622770277
leaf_weight=0.0012092156061755512 0.0010252228729536869 0.0012630714617853575 0.0014265783635103437 0.0019950225815074584 0.001520715134876738 0.0011756614238263895 0.0012712799714991157 0.0011971678171711631 0.0010157070158420701 0.0010021417938476454 0.0011349927619339617 0.0010790858294577018 0.0010379069934618457
leaf_count=583 141 846 374 272 158 302 330 89 139 354 76 162 84
internal_value=0 5.06401e-05 9.95375e-05 4.33215e-05 -2.81083e-05 8.21813e-05 0.000176118 -1.9425e-05 0.00019507 0.000586528 -0.000288852 -0.000522596 0.00058057
internal_weight=0 0.0163285 0.0151193 0.0136928 0.0116977 0.00822058 0.00704492 0.0047715 0.00357433 0.00227342 0.00347715 0.00221408 0.00205361
internal_count=3910 3769 3186 2812 2540 1456 1154 470 381 684 1084 238 223
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=15
num_cat=0
split_feature=14 484 15 11 3 151 4 2 0 15 43 1 0 13
split_gain=0.000279375 0.000110699 0.000122445 0.000141817 0.000141049 0.000178931 0.00016895 0.000133512 0.000119162 0.000115707 0.000201862 0.000116383 0.000107621 8.72798e-05
threshold=0.073890000000000011 -0.0043499999999999988 -0.26361999999999991 0.080455000000000013 -0.10315499999999998 -0.078754999999999978 -0.0021099999999999995 0.11339500000000001 -0.083934999999999996 -0.017214999999999998 -0.074904999999999985 0.10031000000000002 0.12500000000000003 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 12 -6 8 9 -7 10 -8 -12 -4 -10
right_child=-2 2 3 -5 5 6 7 -9 13 -11 11 -13 -14 -15
leaf_value=-0.00049271304877336467 -0.00098149659993546599 0.00063862225347102405 0.00080216188207336402 -0.0006514901472620912 0.00055516208114432422 0.00067162821206911234 -0.0010793851790493803 -0.0009560786769992729 0.0002398615285220071 0.00035447919177521674 -0.00048291557957515354 0.0004247933310242877 1.6112183167515465e-05 -0.00045003181455758874
leaf_weight=0.0012945253979336309 0.0010312336670466457 0.0013823440331233198 0.0016067937259544923 0.0010194170246524701 0.0017753586079028863 0.0012674773901795782 0.0010134021930533928 0.0010402423693904178 0.0016817462187969047 0.0010828164568684713 0.0010548952527727152 0.0010332577129611997 0.0010738135502084134 0.0011350026105235202
leaf_count=584 135 273 160 147 347 523 158 140 725 93 209 54 34 328
internal_value=0 4.81898e-05 9.15022e-05 4.03458e-05 9.15829e-05 -4.11298e-06 -0.000110777 -0.000339752 0.000182133 -0.000186532 -0.00037541 -3.3764e-05 0.000487281 -3.81294e-05
internal_weight=0 0.0174611 0.0161666 0.0147842 0.0137648 0.0110842 0.00930884 0.00522461 0.00408423 0.00418437 0.00310156 0.00208815 0.00268061 0.00281675
internal_count=3910 3775 3191 2918 2771 2577 2230 654 1576 514 421 263 194 1053
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=12
num_cat=0
split_feature=484 1 51 2 3 2 1 4 0 12 4
split_gain=3.48093e-05 4.59708e-05 6.87425e-05 6.56079e-05 7.29106e-05 0.000121104 0.000118887 9.99654e-05 7.02838e-05 0.000128284 6.98739e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.088060000000000013 0.113945 0.077800000000000022 -0.060264999999999992 -0.10575999999999998 0.084100000000000022 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 6 10 7 -5 -4 -10 -6
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0071380772745793433 0.0090842796839503623 0.0082861881955149045 0.0016892989509653246 0.0063478218581495558 -0.0052851719797954921 -0.013811636622517966 0.014485451385944231 -0.010423674498690852 -0.00066474885825437691 -0.020737095097709636 0.0094788997211016912
leaf_weight=0.0010774643694239907 0.0011973185375433919 0.0011712276796890303 0.0012666413877822774 0.0014472742856385308 0.0010406299947648828 0.0012170302423968327 0.0013709525067919521 0.001019028061112572 0.001093623963540122 0.0010502526207763051 0.0011197500574979813
leaf_count=627 367 216 110 436 68 104 287 576 235 833 51
internal_value=0 0.000534423 -0.000233526 -0.00128352 0.000932656 -0.00346274 0.00480132 -0.000581834 -0.00597166 -0.0104979 0.00236722
internal_weight=0 0.0129937 0.0118225 0.0106252 0.00721467 0.00337741 0.00383725 0.0024663 0.00341052 0.00214388 0.00216038
internal_count=3910 3283 3067 2700 1522 223 1299 1012 1178 1068 119
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=15
num_cat=0
split_feature=14 124 4 157 160 133 151 4 2 13 0 1 48 160
split_gain=0.000321668 0.000116955 0.000204856 0.000151703 0.000164575 0.000329692 0.000198589 0.000207904 0.000196383 0.000375145 0.000126955 0.000153088 6.38547e-05 5.36724e-05
threshold=0.073890000000000011 0.08919500000000001 -0.49837999999999999 -0.073574999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.084874999999999992 0.27020000000000005 0.10679500000000001 -0.083514999999999992 -0.070894999999999986 0.094385000000000011 0.085760000000000017 -0.11047499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 13 -6 -7 8 9 -8 11 -11 -10 -5
right_child=-2 -3 3 4 5 6 7 -9 12 10 -12 -13 -14 -15
leaf_value=-0.00073002789563200677 -0.0010467586915516437 0.00067379567868678194 0.00062384452136409797 -0.00017146538974162551 -0.00084875564366591969 -0.00048207717442311102 0.0011765551403833481 0.00097805430322853507 -0.00065997925446674259 -0.00061797156275677123 0.00048676860576073763 0.00036036959628047685 1.5120742623697095e-05 -0.0007875502035313512
leaf_weight=0.0012843687232649463 0.001053926552181019 0.0010339404828207206 0.0016288142005889275 0.0010020200512465298 0.0012293812420568597 0.0013560909021947945 0.0015364065296196456 0.0014345762188975068 0.0010427420231242657 0.0014345847562083013 0.00156359584639267 0.0010051726871787015 0.0010283382700690142 0.0010920588687206544
leaf_count=173 135 76 440 416 808 165 158 226 161 435 179 80 99 359
internal_value=0 4.64603e-05 7.47596e-06 6.91694e-05 3.34313e-06 9.26625e-05 0.000203931 0.000306778 0.000180248 0.000369055 5.9153e-05 -0.000214898 -0.000324777 -0.000492753
internal_weight=0 0.0176721 0.0166382 0.0153538 0.013725 0.0116309 0.0104015 0.00904542 0.00761084 0.00553976 0.00400335 0.00243976 0.00207108 0.00209408
internal_count=3910 3775 3699 3526 3086 2311 1503 1338 1112 852 694 515 260 775
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 15 0 2 151
split_gain=3.63251e-05 5.68109e-05 8.72408e-05 7.98082e-05 5.26856e-05 0.000118194 0.000132691 9.64791e-05 0.000150396 0.000116236
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 -0.077044999999999988 -0.055679999999999993 -0.064869999999999983 -0.15713499999999997 1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -9 -6
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0068177183598631709 -0.014885624380799281 0.0076068234546747002 0.0093523755509157553 0.00025682415807677601 -0.012470781884078302 -0.017029981229839588 0.00050433299366581762 0.0013155334064613251 0.019617905302489497 0.0052594245754730134
leaf_weight=0.0011342083745401943 0.0011160284330454186 0.0015559984010663367 0.0010985373222871667 0.001050180593975543 0.0010060437504084696 0.001104357549389234 0.0017092235608260915 0.0018096365177421166 0.001136061442716096 0.001340810912710399
leaf_count=176 882 164 180 1017 90 245 314 468 239 135
internal_value=0 0.000541153 -0.000425717 -0.00754455 0.00124961 0.000151534 -0.00637805 0.00362274 0.00837417 -0.00234112
internal_weight=0 0.0129269 0.0113709 0.00216621 0.00920467 0.00810613 0.00281358 0.00529255 0.0029457 0.00234685
internal_count=3910 3734 3570 1899 1671 1491 559 932 707 225
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=12
num_cat=0
split_feature=41 4 150 3 49 39 47 4 16 16 13
split_gain=3.50861e-05 5.03283e-05 5.70236e-05 8.91918e-05 7.8487e-05 9.99721e-05 0.000125043 0.000106609 0.000146961 7.99742e-05 4.64851e-05
threshold=0.075585000000000013 -0.49837999999999999 0.11398500000000002 -0.100615 1.0000000180025095e-35 0.085060000000000011 0.086425000000000016 -0.0037349999999999992 -0.008069999999999999 -0.092014999999999986 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 7 8 -5 -9 -3
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.007052295650365548 -0.0061136472764483875 0.013741934015682028 -0.0061515094142986036 -0.011893418102290878 -0.0061285891478470326 0.011836770724013819 -0.0097573476426377221 0.014574973397775869 0.0067590435083144055 0.0016268008139668621 0.0034566779663380252
leaf_weight=0.0010065392036603072 0.0010767888106348747 0.001010465230222953 0.0011952521266254913 0.0010685246880770473 0.0018282471803006059 0.0010752111627388167 0.0012153452976075623 0.0011600143748187403 0.001004421034254338 0.0011788380521604736 0.00115336941296529
leaf_count=161 221 128 148 1165 714 249 251 181 331 168 193
internal_value=0 0.000464546 0.0011009 0.00191145 0.00030119 0.00205509 0.000186041 0.00292521 -0.00285559 0.00804878 0.00825968
internal_weight=0 0.0128962 0.0118897 0.0106944 0.0085306 0.00670235 0.00562714 0.0044118 0.00207295 0.00233885 0.00216383
internal_count=3910 3689 3528 3380 3059 2345 2096 1845 1496 349 321
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=10
num_cat=0
split_feature=484 42 47 159 1 457 2 2 16
split_gain=3.5469e-05 4.47798e-05 7.28774e-05 7.30985e-05 0.000123669 7.63371e-05 6.73137e-05 0.000103076 0.000107724
threshold=-1.0000000180025095e-35 0.10138000000000001 0.10783500000000001 0.073745000000000019 0.11215000000000001 0.084715000000000013 0.10571000000000001 0.096540000000000015 -0.022939999999999999
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=-0.0061661582938802272 0.003919349492362072 -0.0065017606480104384 0.0077899929543058001 0.0064537143546540858 -0.0095748147202961206 0.0093547041909200351 -0.0068978361252872754 0.010924712122464398 -0.01000042911436118
leaf_weight=0.001068295529898987 0.0016361167003408879 0.0010368082384631721 0.0017012497418880347 0.0017531501022677249 0.0017866785658342205 0.0010732886386372043 0.00159968847317166 0.001062940376955231 0.0011678509986347483
leaf_count=627 1000 421 171 453 236 154 281 202 365
internal_value=0 0.000473607 0.00108749 -4.3757e-05 -0.00141179 0.000818321 -0.000857676 0.00164106 -0.00187823
internal_weight=0 0.0128178 0.011781 0.0100797 0.00832656 0.00653989 0.0054666 0.00386691 0.00280397
internal_count=3910 3283 2862 2691 2238 2002 1848 1567 1365
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=11
num_cat=0
split_feature=2 52 3 0 40 160 4 12 3 0
split_gain=3.75451e-05 8.95936e-05 8.6642e-05 8.41838e-05 7.59932e-05 0.000107088 5.79368e-05 7.6296e-05 8.84575e-05 3.10536e-05
threshold=0.10946500000000002 0.09086000000000001 0.11265500000000002 0.12346000000000001 -1.0000000180025095e-35 0.087825000000000014 -0.08422499999999998 0.085845000000000019 -0.078669999999999976 -0.090754999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 9 -9 -8
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.0099924746320292062 0.0064374468180323314 0.01158885207540597 -0.0077286383985847367 -0.010499424099638541 -0.0045880638069438762 -0.010124057884736597 0.006552317032986945 -0.0055432501819240709 0.0092901320957733229 0.015376549072730736
leaf_weight=0.0010187831183125712 0.0012865446459693116 0.0013200712351500027 0.0014030586407370168 0.001348830139109026 0.0011522430509307178 0.0010587228098068117 0.001625496599881092 0.0015612331462710571 0.0010420637585938921 0.0010021122622070528
leaf_count=243 398 195 174 111 541 305 268 870 487 318
internal_value=0 0.00317643 -0.000952434 -0.00135184 0.000106505 0.00148904 0.00341522 0.00517815 0.000394348 0.00991769
internal_weight=0 0.00400967 0.0026896 0.00980948 0.00846065 0.00744187 0.00638315 0.00523091 0.0026033 0.00262761
internal_count=3910 767 572 3143 3032 2789 2484 1943 1357 586
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=16
num_cat=0
split_feature=14 124 133 484 47 4 4 43 1 2 43 42 4 2 16
split_gain=0.000342237 0.000144981 0.000237584 0.000187181 0.000122269 0.000158639 0.000191949 0.000208924 0.000169233 0.000136143 0.000142876 0.000155057 0.000316495 0.000122762 8.57737e-05
threshold=0.077685000000000018 0.10143000000000002 0.099765000000000006 -0.0043499999999999988 0.11939500000000002 0.26450500000000005 -0.00072999999999999985 -0.080569999999999989 0.11235500000000002 0.084235000000000018 0.0033500000000000005 0.084685000000000024 -0.078484999999999985 0.089910000000000004 -0.10064999999999998
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 9 -8 -7 -5 11 12 -11 -9 -15
right_child=-2 -3 -4 4 -6 8 7 13 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0006329640375949421 -0.0010905328420092709 0.0007542585595879328 -0.00088436743039767556 0.00075638489896504284 -0.00048584456753028387 0.00020054977019954735 0.00049477564714025851 -0.00092002260861947724 0.0011679825222350388 -0.0010036421430529656 0.00066302312758778018 0.00054878263914568857 0.00035114011183218517 -0.00057401641440498028 0.00021406489790395982
leaf_weight=0.0013161695497629104 0.0010337658335015229 0.0010100499658412835 0.0010430796260316377 0.0016518991723712432 0.0011262539622274312 0.0016967199716611263 0.001091574944122365 0.0013570296001047888 0.0011022932334164262 0.0012907340626366298 0.0013029247306209218 0.0010306428405287872 0.0012585430675379487 0.0010055922532221512 0.0010362844570159027
leaf_count=503 126 55 580 497 89 137 112 186 253 371 211 289 298 80 123
internal_value=0 4.63138e-05 5.00412e-06 6.2034e-05 0.000123218 0.000172838 6.908e-05 -0.000236903 0.000581539 0.000279342 0.000117955 -8.04239e-05 -0.000334805 -0.000471885 -0.000174053
internal_weight=0 0.0183198 0.0173097 0.0162667 0.0149505 0.0138242 0.0110252 0.00449048 0.00279901 0.00653474 0.00488284 0.00357992 0.00254928 0.00339891 0.00204188
internal_count=3910 3784 3729 3149 2646 2557 2167 501 390 1666 1169 958 669 389 203
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=11
num_cat=0
split_feature=475 42 43 42 43 13 0 2 0 2
split_gain=3.72808e-05 5.5899e-05 8.3011e-05 0.000122253 9.6759e-05 8.70376e-05 3.98926e-05 9.90864e-05 0.000120041 9.02571e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 1.0000000180025095e-35 -0.080894999999999981 -0.037444999999999992 -0.14070999999999997 0.11290500000000002 0.012625000000000003 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 -3 9 8 -8 -4
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0054059842787540164 -0.0051488388073810572 -0.0049660782986847797 0.0030359084277660881 -0.011771236135491012 0.015057036223640574 0.0086598090896508953 0.0082469652054017895 0.012950837769991886 -0.0076863055710499496 -0.009682757071861876
leaf_weight=0.0014212127786157767 0.0017870866013477626 0.0011022222283135178 0.0018347374120864096 0.0010226733626114799 0.0010275508218371547 0.0012003225669394669 0.0011049222164859628 0.001026315213059598 0.0012189193053045583 0.0010902671383516971
leaf_count=621 994 405 163 805 312 191 125 114 83 97
internal_value=0 0.000580054 0.00154337 -0.000546726 0.00612376 0.00213713 0.00128255 0.00389084 -0.000110477 -0.00170485
internal_weight=0 0.012415 0.0106279 0.00729783 0.0033301 0.00230254 0.00627516 0.00335016 0.00232384 0.002925
internal_count=3910 3289 2295 1387 908 596 582 322 208 260
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=11
num_cat=0
split_feature=4 39 39 3 133 3 0 2 12 2
split_gain=3.84611e-05 4.2419e-05 8.89897e-05 0.000114691 7.13595e-05 6.73375e-05 0.000144288 9.8314e-05 2.91971e-05 2.16931e-05
threshold=0.27020000000000005 0.096625000000000016 0.005105000000000001 0.13772500000000001 1.0000000180025095e-35 -0.100615 -0.10131499999999999 0.086130000000000012 0.089635000000000006 0.090815000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -7 -2 -1
right_child=8 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0069181400655520253 0.006535816639887118 -0.0076626783059518897 0.0090552447459104866 0.0075405674534312047 -0.01127501919697285 0.0091272388933613564 -0.012248390919578465 -0.0043055996673355829 -0.00082475230864150026 -2.4105001294607105e-05
leaf_weight=0.0010209620398219125 0.001629757965547699 0.0010001911652032939 0.0010806128262346578 0.0014316822260591611 0.0010681122990226473 0.0010166629242581039 0.0016245690505364997 0.0017412906643693143 0.0010400514215202772 0.0011033442172698471
leaf_count=123 362 105 178 119 1195 79 1292 167 110 180
internal_value=0 -0.000920501 -0.000251986 -0.00136867 -0.00305253 -0.00170279 -0.00413377 0.00064614 0.00366843 0.0033124
internal_weight=0 0.0110874 0.0100872 0.00900662 0.00757494 0.00650683 0.00438252 0.00275795 0.00266981 0.00212431
internal_count=3910 3438 3333 3155 3036 1841 1538 246 472 303
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=12
num_cat=0
split_feature=14 147 484 48 4 12 12 51 3 43 4
split_gain=0.000165273 8.74351e-05 0.000161483 0.000103314 0.000135379 0.000101984 0.000107626 0.00021163 8.77222e-05 0.000120024 8.27899e-05
threshold=0.05884000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.051320000000000005 -1.0000000180025095e-35 -0.074234999999999982 -0.079109999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 -8 -9
right_child=-2 -3 3 -5 -6 6 8 10 -10 -11 -12
leaf_value=-0.00071248700036841335 -0.00073867573052607762 0.00049435545353597096 -0.00037003208451463163 -0.00050381828226929003 0.00063315293689708942 0.0011012715020127012 -0.00021365230577896006 -0.00017672273179717359 -0.00040505685922124097 0.00046508919923029737 0.00049029307536344502
leaf_weight=0.0010438485614382717 0.0010164823868311071 0.001403275930105626 0.0018619821875180036 0.0010763951267451751 0.001513708202283943 0.001000855156461089 0.0019526403117711127 0.0016562684905413409 0.001737830059415967 0.00175898172785706 0.0010998411069742531
leaf_count=555 141 216 238 121 288 89 630 128 343 1111 50
internal_value=0 4.48807e-05 1.98025e-06 5.65833e-05 0.000104525 3.22306e-05 0.000113588 0.000359002 -5.56061e-05 0.000108011 8.94537e-05
internal_weight=0 0.0161056 0.0147024 0.0136585 0.0125821 0.0110684 0.00920642 0.00375696 0.00544945 0.00371162 0.00275611
internal_count=3910 3769 3553 2998 2877 2589 2351 267 2084 1741 178
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=13
num_cat=0
split_feature=14 48 484 0 16 4 42 0 3 13 0 52
split_gain=0.000139068 0.000145006 0.000152526 0.000171196 0.000168151 0.000215028 0.000164083 0.000111461 0.000146097 0.000130798 0.000111064 0.000158986
threshold=0.05884000000000001 0.12675000000000003 -0.0043499999999999988 -0.13027499999999997 -0.073459999999999984 0.27020000000000005 0.10138000000000001 -0.074514999999999984 0.082730000000000012 -0.083514999999999992 0.12007500000000002 -0.088354999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 10 -5 11 -9
right_child=-2 -3 3 6 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00060254100741195641 -0.00069527873888450167 -0.00061214287766276168 -0.00021252369317132028 0.00020032085038449202 0.00096155121710308187 0.00086608913521690398 -0.0006839732002823333 0.00014246554824778147 -0.00024322222058291451 -0.00059054180032537139 -5.1886536911672278e-05 0.001033339335346981
leaf_weight=0.0011112931980953545 0.0010210695110566539 0.0011889376668513798 0.0018804493665817712 0.0014895955889214704 0.00154732883776359 0.0010725789322417285 0.0011560481128753434 0.0013500826786259496 0.0016581907905684687 0.0016059032146017163 0.0012477280549462455 0.0016388663131123122
leaf_count=562 141 129 123 569 115 133 367 190 143 1040 133 265
internal_value=0 3.52204e-05 8.40636e-05 0.000136158 0.000448219 0.000179243 -2.25357e-06 8.5407e-05 0.000240514 -0.000209968 0.000429843 0.000630939
internal_weight=0 0.016947 0.0157581 0.0146468 0.00450036 0.00295303 0.0101464 0.00899037 0.00589487 0.0030955 0.00423668 0.00298895
internal_count=3910 3769 3640 3078 371 256 2707 2340 731 1609 588 455
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=11
num_cat=0
split_feature=1 42 133 160 52 48 48 16 47 4
split_gain=3.36946e-05 7.07478e-05 8.15543e-05 9.64844e-05 8.30824e-05 6.05898e-05 6.4614e-05 0.000105682 9.73113e-05 3.44146e-05
threshold=0.10113500000000002 0.087065000000000017 0.083815000000000014 -0.025614999999999995 -0.031409999999999993 -1.0000000180025095e-35 0.11930500000000001 0.050115000000000007 0.082465000000000024 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 8 -7 -6
right_child=5 -3 -4 4 9 6 -8 -9 -10 -11
leaf_value=0.0062366585963831269 -0.0055765210081669845 -0.0084554803327711505 0.007172883290697752 -0.012109701426778531 0.0034361943573954917 0.015557042257663412 -0.0043276014878249796 -0.0020422889333792217 0.0018733323456177674 -0.0055390426647782291
leaf_weight=0.0012179935678325871 0.001097129966229321 0.0014814582483170941 0.001497364237465197 0.0013226108759631034 0.0010827695910047388 0.0014910725176592082 0.0010328518056417343 0.0014655465056263792 0.0011120896957949767 0.0010140443964440882
leaf_count=294 111 1055 585 259 509 394 124 264 94 221
internal_value=0 -0.00158903 6.91105e-05 -0.00222461 -0.0052385 0.00188733 0.00349249 0.00547764 0.00971126 -0.000904338
internal_weight=0 0.00761624 0.00613478 0.00463742 0.00341942 0.00619869 0.00510156 0.00406871 0.00260316 0.00209681
internal_count=3910 2923 1868 1283 989 987 876 752 488 730
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=14
num_cat=0
split_feature=14 484 474 1 2 150 52 13 0 4 4 1 160
split_gain=0.000274655 0.000167906 0.000104267 0.000130348 9.94175e-05 0.000138564 0.000128763 0.000208994 0.000209286 0.000105036 0.000108359 6.99027e-05 5.90026e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.086650000000000019 0.083680000000000018 0.11588000000000002 -0.091849999999999987 -0.074904999999999985 -0.0025899999999999994 0.24280000000000004 0.14132000000000003 0.087260000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 -6 -9 -3 -11 -5 -7
right_child=-2 2 -4 11 5 12 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00056454430815599892 -0.00089733013854378669 0.00015285945891700046 0.00056588085798294039 0.00079165358049541857 0.00055810876773436304 0.00078556459855696472 -0.00057588061716157572 -0.00073508854858121806 0.00017944203645793653 -0.00081872591547297788 -5.5671476919612129e-05 0.00014319527025306931 0.00019852905346391932
leaf_weight=0.0012694813362662807 0.001008686285386042 0.0012962589816058467 0.001420116472210897 0.0010570132680957881 0.0018630875945685492 0.0010524765505804164 0.0011435772833898626 0.0013153747616824482 0.0019730697987518546 0.0013060996414043539 0.0010660522873546796 0.00104035762744981 0.0011090354614805009
leaf_count=584 135 849 374 139 116 144 282 527 332 178 62 133 55
internal_value=0 5.66166e-05 0.000107027 6.12106e-05 -9.50105e-06 9.64144e-05 -3.67942e-05 8.28764e-05 -0.000186369 -0.000253663 -0.000475807 0.000469999 0.000484367
internal_weight=0 0.016912 0.0156425 0.0142224 0.012125 0.00845662 0.00629511 0.00515153 0.00328844 0.00366841 0.00237215 0.00209737 0.00216151
internal_count=3910 3775 3191 2817 2545 1456 1257 975 859 1089 240 272 199
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=13
num_cat=0
split_feature=14 50 159 150 4 42 43 3 52 2 4 12
split_gain=0.000268391 9.14388e-05 0.000145899 0.000125547 0.000236663 0.000112588 0.000189043 0.000228545 0.000140405 0.00012952 0.000159715 7.51819e-05
threshold=0.064610000000000015 0.10625000000000001 -0.026594999999999997 -1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 -0.073139999999999983 -0.075954999999999981 -0.088354999999999989 0.10113500000000002 -0.0017649999999999999 0.086580000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 11 -8 10 -10 -7
right_child=-2 -3 3 4 -6 6 8 -9 9 -11 -12 -13
leaf_value=0.00074870088145293629 -0.00098545078277429321 -0.00052152239519609575 -0.00062749597838261109 -0.00045351745216222272 0.00077503630251487057 0.00046463980337835351 -0.00075665126782024472 0.0011601885704208242 0.00074792291547530628 -0.00038376722422046834 -0.00014074851183682404 -0.00027264301527866189
leaf_weight=0.0011803714000001792 0.0010254933589972778 0.0010141090535232293 0.001031511922020026 0.0018980720376770384 0.0016592164778019619 0.0010004513917260495 0.0011277023683491164 0.0011396476799083125 0.0014017818977081521 0.001993251941864138 0.0017460329526281944 0.001135014901039743
leaf_count=328 138 410 157 864 344 233 267 161 438 152 139 279
internal_value=0 4.86791e-05 8.64408e-05 3.11284e-05 8.29847e-05 -1.73708e-05 6.93693e-05 0.00045116 -0.000130097 7.33865e-06 0.000254994 7.2769e-05
internal_weight=0 0.0163272 0.0153131 0.0141327 0.0131012 0.011442 0.00954388 0.00327511 0.00626877 0.00514107 0.00314781 0.00213547
internal_count=3910 3772 3362 3034 2877 2533 1669 673 996 729 577 512
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=14
num_cat=0
split_feature=14 484 474 0 52 42 160 43 15 2 15 43 52
split_gain=0.000197315 0.000122092 0.000103049 0.000105161 0.000216561 0.00010614 0.000205587 0.000108052 0.000152824 0.000208373 0.000214212 0.00013468 9.29218e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.085165000000000018 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 1.0000000180025095e-35 0.087995000000000004 -0.095799999999999982 -0.080894999999999981 0.10701500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 11 9 -9 -11 -8 -6
right_child=-2 2 -4 4 12 6 7 8 -10 10 -12 -13 -14
leaf_value=-0.00054671757872596207 -0.0008409182441636696 -0.00052647884748576888 0.0006722241244867149 0.0010845908519603207 -0.00024076777847669844 -0.00074415230767457547 0.00011458494060530186 -0.00047924702285401808 -0.00068720128874448017 -4.8611784148737722e-05 0.0010188145800925936 0.0010178494520256937 0.00050107891030789337
leaf_weight=0.0012409938243589302 0.001024501121536194 0.0015436753028736623 0.0010952892867670911 0.0010535585717685505 0.0017171985311342864 0.00115588255225156 0.0016526662339615313 0.0013951130446378649 0.0010605370356785854 0.0015711484545870942 0.0013386899240615288 0.001030302201927384 0.0010437128754853947
leaf_count=584 135 876 288 162 111 451 247 129 466 144 148 101 68
internal_value=0 4.52882e-05 9.22091e-05 4.85843e-05 0.000328281 -5.06798e-05 2.91172e-05 0.000140171 -2.04838e-05 0.000143764 0.000442465 0.000461453 3.9674e-05
internal_weight=0 0.0168988 0.0156578 0.0145625 0.00381447 0.010748 0.00920434 0.00804846 0.00536549 0.00430495 0.00290984 0.00268297 0.00276091
internal_count=3910 3775 3191 2903 341 2562 1686 1235 887 421 292 348 179
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=11
num_cat=0
split_feature=150 151 2 4 15 43 52 4 15 15
split_gain=4.07602e-05 0.000141538 0.000120143 9.50458e-05 7.00387e-05 5.52641e-05 9.09613e-05 8.58785e-05 4.96596e-05 0.000132828
threshold=0.077110000000000012 -0.030624999999999996 0.090695000000000012 0.40359500000000004 -0.10981499999999998 0.14198000000000002 0.11262000000000001 -0.34687499999999999 -0.017214999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 -6 -9 -10
right_child=2 3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.011270257224005435 -0.0030466085615334978 -0.0082458831267263003 0.0084783187265682416 0.00763449557525643 -0.0068104678274377786 0.0064630532952045421 -0.0091411739784886398 -0.0020574206062970641 0.010833440575894448 -0.0023737724275943611
leaf_weight=0.0010613180215433187 0.001561417511231792 0.0010321244625563723 0.0016728607028533684 0.0013326583823961924 0.0010999386344718309 0.0010359403290460334 0.0010219999098557177 0.0013710259269287383 0.0015146230571064002 0.0012337057241220536
leaf_count=314 265 243 258 289 207 210 425 522 149 1028
internal_value=0 -0.000913426 0.00291441 0.000226573 -0.000961512 7.16244e-05 -0.000989236 0.000607011 0.00258761 0.00490481
internal_weight=0 0.0107033 0.00323428 0.00964202 0.00830936 0.00727723 0.00624129 0.00521929 0.00411935 0.00274833
internal_count=3910 3387 523 3073 2784 2541 2331 1906 1699 1177
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=11
num_cat=0
split_feature=147 11 3 16 15 49 43 0 3 12
split_gain=4.1669e-05 8.18945e-05 7.41394e-05 6.3744e-05 6.77738e-05 0.000158546 8.29292e-05 0.000165198 5.95931e-05 3.27575e-05
threshold=0.089245000000000005 0.081005000000000008 -0.10628499999999998 -0.30307999999999996 -0.017214999999999998 -0.047894999999999993 -0.075819999999999985 -0.10462499999999998 0.10666500000000002 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -5 -7 -8 -6 -1
right_child=-2 -3 3 4 8 6 7 -9 -10 -11
leaf_value=0.0021634487380899274 0.0090103581371419952 -0.01316802245266609 -0.010628789893486855 0.0101708190716489 0.00045743363288605024 -0.01946730069602743 -0.01345260174540263 0.010053943407113261 0.013485352358683936 0.013395693974233158
leaf_weight=0.0010735672757121754 0.0010077603022807533 0.0010405581885724541 0.0013717222049211475 0.0013745880763360108 0.0019717027277013901 0.0010133291983221247 0.0015744181781379239 0.0010726527324735179 0.0012084949258110989 0.0011450085547421284
leaf_count=124 159 225 338 205 1548 575 122 409 61 144
internal_value=0 -0.0007445 0.000350534 -0.00141052 0.000128685 -0.00320591 -0.00822927 -0.00392722 0.00540812 0.00796042
internal_weight=0 0.012846 0.0118055 0.00958691 0.00821519 0.00503499 0.0036604 0.00264707 0.0031802 0.00221858
internal_count=3910 3751 3526 3258 2920 1311 1106 531 1609 268
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=10
num_cat=0
split_feature=1 13 43 42 52 52 4 3 3
split_gain=3.9398e-05 6.02945e-05 5.7973e-05 0.000123882 7.45816e-05 0.000111548 0.000126774 5.44053e-05 3.92185e-05
threshold=0.10113500000000002 -0.060719999999999989 -0.18906999999999999 0.085545000000000024 0.084890000000000007 -0.087604999999999988 -0.0010999999999999996 0.11265500000000002 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 -3
right_child=1 7 3 -5 -6 6 -8 -9 -10
leaf_value=0.0058551673139772258 0.0071512741889050409 -0.00096903078311611965 -0.0075955455066728404 -0.013810796197121628 -0.0080445127973788715 0.011955707616982338 -0.0025471570502436261 -0.0051906114154006231 0.0077853068523194282
leaf_weight=0.001067605782017365 0.0019472633014624976 0.0014063720809839742 0.0011815003315451371 0.0010745944599602555 0.001323463695145086 0.0015687123505916858 0.0013963603530821791 0.0016770862222933447 0.001132161179918721
leaf_count=184 437 251 366 1175 489 475 234 111 188
internal_value=0 0.00205613 -0.00170941 -0.0029434 -0.000808485 0.00150104 0.00512578 -0.000297394 0.00293532
internal_weight=0 0.00616288 0.00761224 0.00654463 0.00547004 0.00414657 0.00296507 0.00421562 0.00253853
internal_count=3910 987 2923 2739 1564 1075 709 550 439
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=16
num_cat=0
split_feature=14 3 48 16 15 50 160 42 159 43 4 52 2 13 0
split_gain=0.000255782 0.000171145 0.00016827 0.000206572 0.000301281 0.000206542 0.000175132 0.000148212 0.000207184 0.000147065 0.000224743 0.000185401 0.00011886 7.89986e-05 5.85432e-05
threshold=0.073890000000000011 0.24227500000000002 0.12649500000000002 -0.15168999999999996 -0.16430499999999995 0.082310000000000008 -0.081069999999999989 -1.0000000180025095e-35 0.085035000000000013 -0.073139999999999983 0.0057500000000000008 -0.066329999999999986 0.10393500000000001 -0.083514999999999992 -0.06402999999999999
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 -5 -8 9 14 11 -11 13 -6 -9
right_child=-2 -3 -4 5 12 -7 7 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0011552225774000766 -0.00086083601702772333 0.00076444974213946051 -0.00066177451001170296 0.00055381375908294082 0.00072239122261722279 -0.00086529998141239323 -0.00061110138567856945 0.00016931007923534131 -0.00074208170524444066 -0.00093375495038686574 0.00048325570966854022 1.8693196328957038e-06 -0.00036938955863960438 7.6624978527405375e-05 0.00073186118757303522
leaf_weight=0.0011834339712834333 0.0010883023475047734 0.0010186157328605011 0.0011743348426937151 0.0015551472342979983 0.0010045584375408048 0.0010103474344831916 0.0015665873882808575 0.0011305199700945151 0.0010704765662147824 0.0011748418740210385 0.0015071415650418727 0.0017014645557551738 0.0011779337251379522 0.0016307116140265527 0.0013109349768758395
leaf_count=162 135 177 117 421 83 636 685 271 187 193 92 425 141 91 94
internal_value=0 4.18796e-05 1.43535e-06 4.71841e-05 0.00035677 -8.1429e-05 -9.54252e-06 -0.000102134 -1.14615e-06 0.000115069 -8.33816e-05 -0.000380291 0.000108969 0.000322789 0.000471371
internal_weight=0 0.019217 0.0181984 0.0170241 0.00499664 0.0120275 0.0110171 0.00946197 0.00789538 0.0068249 0.00438345 0.00287631 0.0038132 0.00263527 0.00244145
internal_count=3910 3775 3598 3481 477 3004 2368 1947 1262 1075 710 618 315 174 365
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=10
num_cat=0
split_feature=475 15 150 151 16 12 133 43 12
split_gain=3.75732e-05 5.52086e-05 5.47499e-05 8.98223e-05 7.97459e-05 5.5776e-05 9.62642e-05 0.000117272 5.69637e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.08486500000000001 -0.07299499999999999 -0.38486499999999996 -0.036459999999999992 1.0000000180025095e-35 -0.074254999999999988 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-0.0059860328100492903 0.0078655623814957356 -0.010709528562766864 0.013501218034865002 -0.0017386192668064058 -0.00754729660986804 0.010948405022296277 -0.0089519560326363941 0.0029307051912580624 -0.0080412879606430697
leaf_weight=0.0014188092722804179 0.0014063167992834956 0.001252421719346637 0.0010321535006230327 0.001312788571006274 0.0012657908641234214 0.0019842554524620924 0.0011066560884216009 0.0019053218726987915 0.0011240891653219796
leaf_count=621 267 212 167 140 181 309 901 171 941
internal_value=0 0.00065463 -0.000268653 0.00496937 -0.00169052 -0.00016122 0.00136635 0.00364389 -0.00114055
internal_weight=0 0.0123898 0.0109835 0.00234494 0.00863854 0.00738611 0.00612032 0.00501367 0.00302941
internal_count=3910 3289 3022 307 2715 2503 2322 1421 1112
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=10
num_cat=0
split_feature=484 4 49 43 2 2 42 3 16
split_gain=3.40398e-05 4.55828e-05 5.57764e-05 7.06769e-05 9.59522e-05 0.000121106 7.3167e-05 8.02304e-05 4.55648e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.092185000000000017 -0.073139999999999983 0.10113500000000002 0.087995000000000004 -1.0000000180025095e-35 -0.078669999999999976 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8 -3
right_child=1 8 -4 4 -6 -7 7 -9 -10
leaf_value=-0.006975479539750841 -0.0059288838395235776 0.00044868811709817451 0.0083775895801121679 -0.0077357913676242519 -0.012153583486061239 0.0076542839431537248 -0.00033762156056033635 0.013104495200618758 0.011513018284589196
leaf_weight=0.0010524866317180451 0.0012189618491568917 0.0013161052581699721 0.001005097887724655 0.0018024342545477734 0.001822218669374218 0.0015279143719236356 0.001568246473190045 0.0013246808111453635 0.0011093363114748397
leaf_count=627 277 152 404 855 322 366 378 234 295
internal_value=0 0.000550665 -0.00062044 -0.00159663 -0.00473447 -0.000675054 0.00233535 0.00581757 0.00550924
internal_weight=0 0.012695 0.0102696 0.00926446 0.00515257 0.00333035 0.00411189 0.00289293 0.00242544
internal_count=3910 3283 2836 2432 1543 1221 889 612 447
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=14
num_cat=0
split_feature=14 47 123 50 12 131 1 16 12 15 4 12 2
split_gain=0.000166828 0.000100481 0.000141582 0.000128768 0.000198954 0.000179254 0.000240972 0.000144528 0.00017052 0.00020098 9.78595e-05 0.000133783 0.000124097
threshold=0.064610000000000015 0.13206500000000002 1.0000000180025095e-35 0.082310000000000008 -0.0089849999999999982 0.081725000000000006 0.11235500000000002 -0.50388999999999984 0.098845000000000016 -0.095799999999999982 0.0057500000000000008 0.091405000000000014 0.093070000000000014
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 -9 11 12 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00072937782320101389 -0.00077044033150849844 -0.00049900701889931472 0.00064465133477729182 -0.00064218266382966955 0.00069082160480885577 -0.00063120162341642858 0.00083035438031175567 -0.00054326990493587112 -0.0007350961015556831 0.00021629174744046235 0.00080847979040021248 0.00067051502201296599 -0.00061720821876558513
leaf_weight=0.0010547237619018069 0.0010038647673144196 0.0011997185509944599 0.0014759824317941471 0.0010110359934658716 0.001232598784577434 0.0010121352304926492 0.001929542280063948 0.0014174526320967678 0.0010572546174241115 0.0018160476219148489 0.001017182866646326 0.0012357954063432139 0.001037047904569377
leaf_count=200 138 81 314 655 105 399 204 179 289 798 147 282 119
internal_value=0 3.67097e-05 7.87256e-05 1.82881e-05 7.0417e-05 0.000142179 0.000215042 8.03296e-05 -1.89334e-05 9.71336e-05 0.00027491 0.000142176 -8.66702e-05
internal_weight=0 0.0164965 0.0152968 0.0138208 0.0128098 0.0117551 0.0107429 0.00881338 0.00758078 0.00652353 0.00510607 0.00408889 0.0028531
internal_count=3910 3772 3691 3377 2722 2522 2123 1919 1814 1525 1346 1199 917
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=14
num_cat=0
split_feature=14 124 133 132 42 160 474 151 43 4 12 2 49
split_gain=0.000298715 0.000136287 0.000152927 0.000172954 0.000261295 0.000136061 0.000237706 0.000155691 0.00014198 0.000262634 0.000133387 0.000122186 0.000127541
threshold=0.073890000000000011 0.08919500000000001 0.098810000000000023 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084145000000000011 -0.084019999999999984 -0.019509999999999996 0.24280000000000004 0.092365000000000017 0.087995000000000004 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 10 11 -9 -10 -13
right_child=-2 -3 -4 -5 5 7 -8 8 9 -11 -12 12 -14
leaf_value=-0.00079539559762324067 -0.00099866582557927523 0.0007255177090703458 -0.00070190156335805378 0.00074905106141643653 -0.00067561605740127848 -0.00045346485607013735 0.00040589658063502248 0.0010356940311612372 -0.00062933484244415898 0.00073970489123338819 0.00016162931432706264 0.00054818465265223104 -0.00025266998919018768
leaf_weight=0.0013347096735270422 0.0010208799549389072 0.0010009501452877189 0.0010080862945061842 0.0011799434787474724 0.0018982320862959519 0.001165837265384175 0.0011647404277863177 0.0014256229238483725 0.0012448539285509416 0.001724228206443492 0.001097566466776112 0.0011975730639832041 0.0017218485597846858
leaf_count=724 135 76 581 236 583 177 228 264 296 152 130 72 256
internal_value=0 5.06751e-05 8.88374e-06 5.61636e-05 -2.33774e-06 8.14012e-05 -0.000264355 0.000191977 0.000281433 0.000121155 0.000655483 -0.000134957 7.58478e-05
internal_weight=0 0.0171642 0.0161632 0.0151552 0.0139752 0.0126405 0.00306297 0.00957753 0.00841169 0.0058885 0.00252319 0.00416428 0.00291942
internal_count=3910 3775 3699 3118 2882 2158 811 1347 1170 776 394 624 328
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=11
num_cat=0
split_feature=2 14 4 13 43 0 13 15 43 12
split_gain=3.51573e-05 9.40874e-05 7.5781e-05 0.000115253 9.00627e-05 0.00010079 6.05096e-05 5.64886e-05 5.08804e-05 2.82372e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.15045000000000003 -0.13934999999999997 -0.091114999999999988 -0.035699999999999989 -0.089189999999999978 -0.053579999999999996 -0.030974999999999996 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -3 8 -6 -4
right_child=1 6 9 4 5 -7 -8 -9 -10 -11
leaf_value=-0.014331316826859494 -0.0064928661568953005 0.013360345426246747 0.00051491536224686457 -0.0081911994739021152 0.0083208006768753159 0.011664090320825927 0.00238977045596428 -0.0072679955517805121 -0.0023646723505281663 0.0087112618691591436
leaf_weight=0.0010187893541670125 0.0010524113381899687 0.0010214529054655989 0.0010912927537776998 0.001769181532543301 0.0010008099545736995 0.0010074157312614579 0.0019224256817913555 0.0013526587333099784 0.0014445866839440486 0.0011404003961477116
leaf_count=109 130 161 251 457 417 207 476 1371 277 54
internal_value=0 0.00285464 -0.00119744 -0.00293164 -0.00116518 0.00142151 0.00619629 -0.00129528 0.00200849 0.00470327
internal_weight=0 0.00399629 0.00982514 0.00759344 0.00657465 0.00480547 0.00294388 0.00379806 0.0024454 0.00223169
internal_count=3910 767 3143 2838 2729 2272 637 2065 694 305
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=12
num_cat=0
split_feature=11 43 48 12 13 52 1 3 4 0 16
split_gain=3.09236e-05 5.68602e-05 0.00010901 8.5971e-05 8.99174e-05 0.000117839 9.70108e-05 0.000127095 0.000101977 6.7968e-05 7.20911e-05
threshold=0.079700000000000007 -0.068454999999999988 0.081315000000000012 0.10058500000000002 -0.15078499999999997 0.10062000000000001 0.10915500000000002 0.090325000000000003 -0.060264999999999992 -0.017269999999999997 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 6 7 8 -6 10 -1
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0030992495101170381 -0.0061678306431714397 0.010066480178751456 0.015434501249377394 -0.012615592924949645 0.0025539309156668937 0.010669705615492141 -0.01480459972857559 0.010401270749198051 -0.014626116492462839 0.0095024873494493258 -0.011064893586654138
leaf_weight=0.0013945342783051363 0.0012536926796308879 0.0012529985784037094 0.0011066812532374696 0.0010230459201387944 0.0010836647765416103 0.0010018024970302949 0.0012141988021975832 0.0010708564822813071 0.0012541728704505905 0.001031159719357837 0.0010674241553013713
leaf_count=644 254 200 305 284 723 259 131 142 322 106 540
internal_value=0 0.000589822 0.00421556 -0.00152108 0.000129213 -0.00208449 -0.00484838 -0.00130191 -0.0066626 0.000661202 -0.00304186
internal_weight=0 0.0125005 0.0045998 0.00790074 0.00687769 0.0056247 0.00462289 0.00340869 0.00233784 0.00349312 0.00246196
internal_count=3910 3656 1595 2061 1777 1577 1318 1187 1045 1290 1184
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=13
num_cat=0
split_feature=14 484 474 1 42 4 15 3 2 3 48 51
split_gain=0.000214099 0.000107602 0.000129777 0.000111349 0.000117093 0.000125512 0.000176229 0.000248593 0.000244978 0.000126929 9.0254e-05 4.72641e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.093230000000000021 -0.060264999999999992 -0.033649999999999992 0.11818000000000002 0.099015000000000006 -0.013944999999999997 0.085875000000000021 -0.24028999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 8 10 -3 -7 -5
right_child=-2 2 -4 11 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0005073106537291063 -0.00085849668302814613 0.00067015883481237376 0.00065278868191758095 0.00016280021960065797 -0.00049131894677055922 0.00030161349152201249 -0.00070444059678487171 -0.00072281216142240146 0.00096585104591396295 -0.00012265831582102481 -0.0003774762644825697 0.00075185610490126646
leaf_weight=0.0011797253472036395 0.0010141535302221815 0.0019360698982210274 0.0014009560935320251 0.0010109708444298593 0.0017536887884154898 0.0014577607323128135 0.001410685401117503 0.00117510826534728 0.0013131996386631442 0.00121424956853844 0.00143529927036091 0.0010024986094763497
leaf_count=583 138 895 374 30 513 271 244 78 259 80 203 242
internal_value=0 5.18345e-05 9.54888e-05 3.85392e-05 -3.33417e-05 4.74388e-05 -9.9658e-05 5.88812e-05 0.000277264 0.000364578 -3.52952e-05 0.000456089
internal_weight=0 0.0162902 0.0151105 0.0137095 0.0116961 0.00994237 0.00679205 0.00538137 0.00420626 0.00315032 0.00289306 0.00201347
internal_count=3910 3772 3189 2815 2543 2030 1055 811 733 975 474 272
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=15
num_cat=0
split_feature=14 50 159 47 1 4 159 15 49 160 1 16 4 2
split_gain=0.000305324 0.000109723 0.000192701 0.000103365 0.000141551 0.000356955 0.000154383 0.000139947 0.000125561 0.000205948 0.000174052 0.000100212 9.29969e-05 3.09141e-05
threshold=0.073890000000000011 0.10625000000000001 -0.026594999999999997 0.117025 0.11235500000000002 0.24280000000000004 0.09141500000000001 -0.095799999999999982 -0.052649999999999995 0.084835000000000008 0.077800000000000022 0.0054700000000000009 -0.49269499999999994 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 13 9 -9 11 -10 -13 -4
right_child=-2 -3 3 -5 5 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=0.00085775018340218277 -0.0010455235418585045 -0.00054519627769183097 -0.00061055237713816596 -0.00050439431729514992 -0.00013826920625831048 0.0013965656395149842 -0.00072641633956632777 -0.00068672076671968507 -0.00030782397077284984 0.00045399306810665939 0.00087782934526116146 -4.5497006108698618e-05 0.00078479993293390654 -0.00013465522615309629
leaf_weight=0.0012106527919556942 0.0010100776568339317 0.0010607966243623311 0.0010545229177176766 0.0012135944525765155 0.0013436888230298502 0.0010284853645076669 0.0010235061055717367 0.0013344859231905594 0.0013200229636510146 0.0011185428071639192 0.0017358438946256105 0.0010046798053577888 0.0010720422350978202 0.0010447036115174765
leaf_count=328 135 410 177 120 170 276 253 169 870 110 494 24 218 156
internal_value=0 6.48921e-05 0.000106633 4.30162e-05 9.38043e-05 0.000527177 -2.19899e-06 7.43372e-05 0.000198331 -0.000166573 0.00037273 0.000114608 0.000383118 -0.000373717
internal_weight=0 0.0165656 0.0155048 0.0142941 0.0130805 0.00237217 0.0107084 0.00968484 0.00758562 0.00245303 0.00513259 0.00339675 0.00207672 0.00209923
internal_count=3910 3775 3365 3037 2917 446 2471 2218 1885 279 1606 1112 242 333
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=14
num_cat=0
split_feature=14 484 457 0 15 48 48 13 51 4 43 4 16
split_gain=0.000177921 0.000103675 9.97288e-05 0.00010307 0.000218671 0.00020983 9.43308e-05 0.000140369 0.000100946 0.000132532 0.000173321 3.86206e-05 3.72109e-05
threshold=0.05884000000000001 -0.0043499999999999988 -0.0034949999999999994 -0.10575999999999998 -0.11739999999999999 0.086455000000000018 0.092930000000000013 -0.090744999999999978 -0.089864999999999987 0.05309500000000001 -0.083899999999999988 0.056740000000000006 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 12 11 7 -5 -9 10 -10 -6 -4
right_child=-2 2 3 6 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00051059897134418328 -0.00079311368855700386 -0.0004982383057022552 9.9521171430781786e-05 0.00044567581184701998 0.0012752156425208871 1.2778069282390513e-05 0.00052606253005169784 0.00020222900708722279 -0.0001430391173667764 0.00020876954068732207 -0.0010256068094463432 0.00074923568113900707 -0.00040986719192617185
leaf_weight=0.0011789015122203412 0.0010106575377256044 0.0010218551166919195 0.0010818014550336083 0.001482639207075886 0.0010465801669498039 0.0012295005260094527 0.0010709301312517754 0.0015791814685028613 0.0017504015512896703 0.0011155815207104956 0.0015507518748692219 0.0010173153563921497 0.0010388526328994271
leaf_count=583 141 194 126 262 87 71 195 300 393 234 1136 114 74
internal_value=0 3.82883e-05 8.14693e-05 0.000123892 0.000331435 0.000641446 -7.53603e-06 -8.39474e-05 -0.00021491 -0.000364056 -0.000557635 0.00101595 -0.000150015
internal_weight=0 0.0161643 0.0149854 0.0139635 0.00541405 0.0032934 0.00854949 0.00747856 0.00599592 0.00441673 0.00330115 0.0020639 0.00212065
internal_count=3910 3769 3186 2992 472 272 2520 2325 2063 1763 1529 201 200
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=11
num_cat=0
split_feature=147 159 1 42 151 4 16 160 48 52
split_gain=3.55695e-05 8.40304e-05 8.03209e-05 8.61719e-05 8.84307e-05 0.000100007 0.000139738 7.31337e-05 6.29386e-05 6.66412e-05
threshold=0.089245000000000005 -0.034019999999999988 0.12958500000000003 0.093230000000000021 -0.0088999999999999982 0.25367000000000006 -0.095609999999999987 0.08234000000000001 0.085575000000000012 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 9 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.012454024305632441 0.0081579388635207913 -0.015892017172853393 0.011113617623755468 -0.011803502691842575 -0.012517847954942918 0.013835686665230674 -0.004362588991333737 0.00099551062133863897 0.013914442391393974 0.0088601455737489145
leaf_weight=0.0011323645189540909 0.0010089134881123155 0.0010519479685395412 0.0012927058623676485 0.0012917287499245355 0.0013129807881718794 0.0014276263208560999 0.001855863359827274 0.0010519852804565244 0.0010650462157054657 0.0013508141420139844
leaf_count=513 159 301 266 521 274 150 857 156 193 520
internal_value=0 -0.000673653 0.000466422 -0.000855994 0.000695213 0.00313848 0.000403937 -0.0074481 0.00437565 0.00120749
internal_weight=0 0.0128331 0.0117007 0.010408 0.00911626 0.00701233 0.0055847 0.00210393 0.00427172 0.00320668
internal_count=3910 3751 3238 2972 2451 1994 1844 457 1570 1377
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=10
num_cat=0
split_feature=52 376 47 1 4 1 13 43 1
split_gain=3.09343e-05 6.46162e-05 6.00832e-05 8.5251e-05 8.13145e-05 0.000110969 9.69417e-05 6.52954e-05 3.97101e-05
threshold=-0.27466499999999994 0.048375000000000008 0.09252500000000001 0.076710000000000014 0.0057500000000000008 0.11097000000000001 -0.00059999999999999995 -0.077544999999999989 0.12200500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -5 -2 -7
right_child=1 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.0061601624515980934 0.0012529337474918062 0.0081905171620321876 -0.006684037312728537 0.0072736693303552414 0.014407631690737787 -0.0039205582650323851 -0.0073453382710626713 -0.0093862734958600046 0.0060582088114115003
leaf_weight=0.0010472205679058289 0.0015462814817185767 0.0013428602720717596 0.0017857455457752783 0.0010125436176894281 0.0015354861867158398 0.0010309348592029699 0.0016406185122929545 0.0016415456275008535 0.0011811221835741413
leaf_count=425 661 200 309 549 142 99 287 1038 200
internal_value=0 0.000483009 -0.000426948 0.000738358 0.00321064 0.00673411 -0.00176619 -0.00422564 0.00140758
internal_weight=0 0.0127171 0.0113743 0.00958853 0.00640071 0.00374754 0.00265316 0.00318783 0.00221206
internal_count=3910 3485 3285 2976 1277 441 836 1699 299
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=10
num_cat=0
split_feature=14 15 3 39 457 3 1 43 0
split_gain=3.0004e-05 9.81774e-05 5.52473e-05 4.19767e-05 8.04092e-05 0.000128122 9.2824e-05 8.24923e-05 5.29006e-05
threshold=-0.13131999999999996 -0.16430499999999995 0.13772500000000001 0.005105000000000001 0.081330000000000013 -0.074234999999999982 0.089455000000000021 -0.079109999999999986 -0.068899999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0071376784256093079 0.013998266963321616 -0.014211419190668914 0.0077065059445760985 0.0042651884560324805 0.0062092761589735276 -0.0037915669140163614 -0.021178054438691436 0.0067971667344363445 0.00076224069294813872
leaf_weight=0.001158368136957807 0.0010725211617595197 0.0010018333770740176 0.0014819619112978093 0.0019314317581703997 0.0015314613802787508 0.0011878778023035846 0.0014614725744857837 0.0018649050331576837 0.0010121834837215791
leaf_count=172 282 781 138 282 217 382 240 1290 126
internal_value=0 0.000632604 -0.000616833 -0.00185141 -0.00331719 -0.005552 -0.0133826 -0.000203633 -0.00668611
internal_weight=0 0.0125456 0.0114731 0.00999117 0.00805973 0.00652827 0.00264935 0.00387892 0.00201402
internal_count=3910 3738 3456 3318 3036 2819 622 2197 907
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=11
num_cat=0
split_feature=41 150 2 12 47 0 12 0 160 43
split_gain=3.18687e-05 4.26255e-05 7.27586e-05 4.55503e-05 7.88728e-05 8.1571e-05 7.08471e-05 0.000136806 7.71942e-05 5.79092e-05
threshold=0.075585000000000013 0.11398500000000002 -1.0000000180025095e-35 0.098845000000000016 0.081320000000000017 -0.074249999999999997 0.091405000000000014 -0.10462499999999998 -1.0000000180025095e-35 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4 -9
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11
leaf_value=0.011934858249989785 -0.0071111199477040749 -0.0071217817504254117 0.00042667442215262486 -0.0062955230184853677 -0.013416098201132515 0.0028413738222566685 0.01365846105069617 0.00098151686950671184 0.013926655701464386 -0.012802378177394946
leaf_weight=0.0010769909196534618 0.0010648383632351427 0.0011859628173965216 0.0014428512387088749 0.0016187688753860245 0.0011372350794364673 0.0011114678991468452 0.0011200636838453078 0.0010619271117692356 0.0016578222306272345 0.0011631703266438585
leaf_count=226 221 148 140 530 276 116 561 379 228 1085
internal_value=0 0.000578093 0.00137981 0.000277572 0.00150137 -0.00538051 0.00390219 0.00185034 0.00764464 -0.00622402
internal_weight=0 0.0125763 0.0113903 0.0103133 0.00869454 0.0022487 0.00644583 0.00532577 0.00310067 0.0022251
internal_count=3910 3689 3541 3315 2785 392 2393 1832 368 1464
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=10
num_cat=0
split_feature=2 14 52 133 0 52 2 4 16
split_gain=3.39246e-05 7.27107e-05 7.27021e-05 8.63221e-05 0.000123134 0.00011248 0.000131199 0.000129195 4.67876e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10599500000000002 -0.0023199999999999996 0.10302000000000001 -0.0066199999999999991 0.083585000000000007 -0.0040999999999999986 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -3
right_child=1 8 -4 4 -6 6 -8 -9 -10
leaf_value=-0.01004078028161459 -0.0056211335203013432 0.0021738687863728026 -0.010100635978180783 -0.0097887964358931157 -0.01091133384123761 0.0017014224126381994 0.017506482656931006 0.0051801579037117438 0.012078639340940176
leaf_weight=0.0010752533462844065 0.0010403818019158687 0.0017397024200426548 0.0011648760508267885 0.0014800416669137973 0.0010015281765294176 0.0017216492033992569 0.0013423450224553902 0.0018795924344470758 0.0011296081058410298
leaf_count=827 130 367 548 692 104 361 380 231 270
internal_value=0 0.00296133 -0.00122217 -5.48673e-06 0.00144775 0.00337469 0.00862567 -0.00141421 0.00607324
internal_weight=0 0.00390969 0.00966529 0.00850041 0.00742516 0.00642363 0.00306399 0.00335963 0.00286931
internal_count=3910 767 3143 2595 1768 1664 741 923 637
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=15
num_cat=0
split_feature=14 124 47 1 147 13 2 13 4 4 0 133 13 15
split_gain=0.000257185 0.000142767 0.000180736 0.000171247 0.000203921 0.000143275 0.000174066 0.000190682 0.000153819 0.000157723 0.000130106 0.000200752 0.000102203 5.5256e-05
threshold=0.073890000000000011 0.0049200000000000008 0.11926500000000002 0.077800000000000022 1.0000000180025095e-35 -0.090394999999999989 0.11230000000000001 -0.019614999999999997 0.0057500000000000008 -0.012149999999999999 -0.089879999999999974 0.086975000000000011 0.11596500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 7 -7 9 -9 -1 12 -12 -10
right_child=-2 -3 -4 4 -6 6 -8 8 13 -11 11 -13 -14 -15
leaf_value=-0.00078984361269772885 -0.00091492511712047339 0.00072193792152793401 -0.0006983972438575404 0.00057293583666293642 0.00088957575444221192 -0.00058133725927156734 -0.00059144455793333603 0.00044800238128502143 0.00090661748829040916 -0.00058752164207856201 -8.8558284736788348e-05 -0.0007797687952538347 0.00060936479078901385 0.00033012733922341942
leaf_weight=0.0010606463914435895 0.0010031291789939492 0.0010088982679295989 0.0011560715590147588 0.0017369269912748588 0.0012843326452182122 0.0010301577043402323 0.0014417799918706228 0.0010064426269781697 0.0011953695269448488 0.0010021620822397359 0.001918915591960813 0.0010049568226658534 0.0011429959560803546 0.0010808542281836031
leaf_count=446 135 90 133 288 158 440 163 330 85 99 824 599 70 50
internal_value=0 4.77354e-05 5.38587e-06 5.99712e-05 0.000203386 9.96274e-05 -2.20435e-05 0.000132416 0.000304017 -6.86562e-05 -0.000213517 -6.32104e-05 0.000171973 0.000632874
internal_weight=0 0.0170705 0.0160616 0.0149055 0.00977803 0.00849369 0.00675677 0.00531499 0.00428483 0.0020086 0.00512751 0.00406687 0.00306191 0.00227622
internal_count=3910 3775 3685 3552 1613 1455 1167 1004 564 429 1939 1493 894 135
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 3 2 2 3 151 12 43
split_gain=0.000277702 0.000117227 0.00011869 9.43797e-05 0.000109278 8.98044e-05 8.96673e-05 0.000159558 0.000198528 0.000129179 8.8779e-05 7.38548e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.085165000000000018 0.12864500000000004 -0.076854999999999993 -0.013944999999999997 0.089910000000000004 0.11203000000000002 0.11265500000000002 -0.0080899999999999982 0.084100000000000022 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 11 9 -9 -8 -3 -6
right_child=-2 2 -4 -5 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00051995784602687327 -0.00095053379936369128 0.00081244497314742598 0.00067801556224984913 0.00042211169004518253 -8.4570795153651919e-05 -0.00012964368432471829 -0.00018670108521146598 0.00024151964230522305 -0.00088383394534995879 0.00064134241754891367 8.85725574704783e-05 -0.00063002014109497708
leaf_weight=0.001150182051909066 0.0010093481453494887 0.0012226716394146461 0.0010942741507364165 0.0019565074331033818 0.0016531275352403164 0.0013479974906699136 0.0010425133446568518 0.0010188922272809965 0.0011273179823820811 0.0016792128629425276 0.0010977415376790221 0.0017389574486761303
leaf_count=584 135 106 288 272 352 90 124 266 72 437 826 358
internal_value=0 4.84969e-05 9.21458e-05 4.59733e-05 -1.57211e-05 0.000249651 -0.000133577 2.71229e-05 -0.000349583 0.000324174 0.000469995 -0.000364196
internal_weight=0 0.0161294 0.0149792 0.0138849 0.0119284 0.00366841 0.00826002 0.00486794 0.00214621 0.00272173 0.00232041 0.00339208
internal_count=3910 3775 3191 2903 2631 1022 1609 899 338 561 932 710
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=10
num_cat=0
split_feature=52 376 1 4 47 4 15 16 3
split_gain=3.07965e-05 5.49821e-05 5.38959e-05 7.16107e-05 6.85611e-05 7.8836e-05 0.000105559 0.000138983 7.76717e-05
threshold=-0.27466499999999994 0.048375000000000008 1.0000000180025095e-35 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.094359999999999986 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 -4
right_child=1 -3 4 -5 -6 6 7 -9 -10
leaf_value=-0.0066596243511322286 0.0012440952433578961 0.0082234329424049069 0.005641219140358783 -0.010735419587878939 -0.0060238408103095538 -0.0025464481938706428 0.0034580843837510415 0.022565903617539143 -0.008236242719215827
leaf_weight=0.00104359966428019 0.0016058500799222631 0.0013419620551667942 0.0011729435015246131 0.0016223110696915576 0.0016158862143967187 0.0012519791733734773 0.0014181125075616694 0.00108793365261841 0.0014693943681607438
leaf_count=425 394 200 657 1360 241 173 201 69 190
internal_value=0 0.000529456 -0.00038878 -0.00477621 0.00137805 0.00324678 0.00698932 0.0117532 -0.00207599
internal_weight=0 0.0125864 0.0112444 0.00322816 0.00801625 0.00640036 0.00375803 0.00250605 0.00264234
internal_count=3910 3485 3285 1754 1531 1290 443 270 847
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=14
num_cat=0
split_feature=14 484 48 474 48 1 4 4 2 16 43 47 2
split_gain=0.000225949 0.000151594 0.000162278 0.000137126 0.000147483 0.000118514 0.000139491 0.000170434 0.000131367 9.94066e-05 8.5522e-05 6.58272e-05 8.28599e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.12675000000000003 0.059400000000000008 0.096835000000000018 0.12864500000000004 -0.0025899999999999994 0.018480000000000003 0.093070000000000014 0.20277000000000003 -0.080569999999999989 0.088495000000000004 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 10 -10 -3 12 -9
right_child=-2 2 -4 -5 -6 -7 7 11 9 -11 -12 -13 -14
leaf_value=-0.00059584868713009659 -0.00087740408127666295 0.00014745352829977751 -0.00064521270938005864 0.00071853773075537309 0.00065445016789179627 0.00052699822478950698 -0.0008876004528985276 0.00036530959192596242 -0.00038321618165492913 0.0003379211296767996 0.00091009223796856774 -0.00044702543753452986 -0.00030884712544868606
leaf_weight=0.0012507814430271344 0.0010330693221398254 0.0010825987305123704 0.0010125645983422018 0.0014186759040438974 0.0015170319771148156 0.0014795162112039373 0.0012689114158461546 0.0016219201504468501 0.001756052057879591 0.0011817407923644455 0.0010909328100770573 0.0012432494293884155 0.0011524270698659855
leaf_count=584 135 342 108 369 173 213 210 242 318 149 846 76 145
internal_value=0 4.84118e-05 9.93311e-05 0.000150225 9.0032e-05 1.79418e-05 -5.44922e-05 -0.000273426 0.000171946 -9.31354e-05 0.000530235 -7.94467e-05 8.52738e-05
internal_weight=0 0.0170764 0.0158256 0.0148131 0.0133944 0.0118773 0.0103978 0.00528651 0.00511132 0.00293779 0.00217353 0.0040176 0.00277435
internal_count=3910 3775 3191 3083 2714 2541 2328 673 1655 467 1188 463 387
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=16
num_cat=0
split_feature=14 11 124 13 1 132 0 13 49 16 1 47 51 0 16
split_gain=0.000359535 0.000115074 0.000145547 0.000165342 0.000195049 0.00018787 0.00018352 0.000216432 0.000122655 0.000105279 8.11769e-05 0.000100481 0.000108989 6.11469e-05 5.47899e-05
threshold=0.077685000000000018 0.088315000000000018 -0.061329999999999989 -0.10241499999999999 0.090475000000000014 0.079995000000000011 -0.053834999999999994 0.10924000000000002 -0.084114999999999981 -1.0000000180025095e-35 0.087545000000000026 0.09252500000000001 0.08955500000000001 -0.089539999999999995 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 6 8 -8 -5 10 -10 12 -12 -11 -4
right_child=-2 -3 3 5 -6 -7 7 -9 9 13 11 -13 -14 -15 -16
leaf_value=0.00059355955332140162 -0.001046272810335679 -0.00054622629227995818 0.00038238722391206926 -0.00059825831674909565 0.001056633617938958 0.00067427570528098965 -0.0010740542939619963 -4.5851298186700258e-05 -0.00050180720373134869 0.0007751356317568088 0.00057639833114299973 -0.00041282887840233526 -0.00017255723034963378 0.0001229208147120166 -0.00022333447444189159
leaf_weight=0.0017986834080784215 0.0011311392556702235 0.0010862141296970043 0.0010449871486549146 0.0010656928154255969 0.0010871269274608762 0.0010869938573518237 0.0014356222526644051 0.0014734651597283488 0.0011367940340036272 0.0010197851005614884 0.0016251690025796892 0.0011010764951016926 0.0011994967570894133 0.0010224823018027407 0.0010771481762650303
leaf_count=296 126 125 88 125 177 268 278 75 1285 61 371 120 43 440 32
internal_value=0 4.86736e-05 8.62985e-05 2.69585e-05 0.000407483 -7.34152e-05 -0.000146769 -0.000553265 -2.0376e-06 8.73932e-05 -5.83195e-05 7.01031e-05 0.000258354 0.000448598 7.49365e-05
internal_weight=0 0.0182607 0.0171745 0.0153758 0.00320926 0.0121666 0.0110796 0.00290909 0.0081705 0.0071048 0.00506254 0.00392574 0.00282467 0.00204227 0.00212214
internal_count=3910 3784 3659 3363 297 3066 2798 353 2445 2320 1819 534 414 501 120
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=15
num_cat=0
split_feature=14 484 474 1 4 15 3 2 2 2 42 48 1 12
split_gain=0.000301322 0.000103736 0.00012992 9.85903e-05 0.000110046 9.52954e-05 0.000152675 0.000247637 8.74069e-05 0.00011211 7.70355e-05 7.79983e-05 4.33208e-05 1.79018e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.076854999999999993 -0.033649999999999992 0.11818000000000002 0.099015000000000006 0.090695000000000012 0.106285 0.085330000000000003 0.086215000000000014 0.14132000000000003 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 10 -3 -10 11 -6 -5 -7
right_child=-2 2 -4 12 5 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00048821679461001611 -0.00099662219007107212 0.0006951775934514521 0.00063153039381080942 0.00069985417317857377 0.00034122885708685852 -0.0006756966668827253 -0.00065285036931554121 0.0007277322425900942 -0.00028687183675454202 0.00051152464924931476 -0.00056327244655835125 -0.00035752748290499687 0.0001485226548405864 -0.00032303723112025431
leaf_weight=0.0011746668908221734 0.0010351614757449145 0.0010772997140279855 0.0014411206591779637 0.001002360862316974 0.0012691195570924017 0.0010354547946619308 0.0011482466424452831 0.0015776420936583629 0.0014590059543155565 0.001092430570725722 0.0011826034067541338 0.0010262046718636239 0.0010226768033358552 0.0010099188777829039
leaf_count=584 135 773 374 139 170 108 78 362 159 84 253 137 133 421
internal_value=0 5.15655e-05 9.28885e-05 3.70553e-05 -2.84746e-05 -0.000148789 -3.24794e-05 0.000108422 0.000245036 5.4972e-05 -0.000172506 2.88255e-05 0.000421423 -0.000501568
internal_weight=0 0.0165188 0.0153441 0.013903 0.0118779 0.00824919 0.00620382 0.00505557 0.00362874 0.00255144 0.00347793 0.00229532 0.00202504 0.00204537
internal_count=3910 3775 3191 2817 2545 1529 1000 922 1016 243 560 307 272 529
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=16
num_cat=0
split_feature=14 48 0 14 2 0 15 151 133 160 12 4 13 43 1
split_gain=0.000161387 0.000121092 0.000142091 0.000234718 0.000300863 0.000172185 0.000138525 0.000129613 0.000102543 0.000259373 0.000129578 0.00014577 0.000177296 5.79506e-05 2.76959e-05
threshold=0.073890000000000011 0.12675000000000003 -0.10575999999999998 -1.0000000180025095e-35 0.099675000000000014 -0.089879999999999974 -0.008624999999999999 -0.0074049999999999993 -0.0079049999999999971 -1.0000000180025095e-35 -0.023959999999999995 0.08734500000000002 -0.070604999999999987 -0.073139999999999983 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 6 -4 7 -5 -7 -10 -11 12 13 -12 -6
right_child=-2 -3 5 4 14 8 -8 -9 9 10 11 -13 -14 -15 -16
leaf_value=-0.00055100579321007653 -0.00073753374923402591 -0.00055755784284185791 -0.00077218222025947987 0.00029880818156195239 0.00079633204944549768 0.00060219602741344276 0.00069377127699222607 -0.00061257397900239656 -0.00085585277373646318 -0.00044734919422419797 0.00079239991049848905 0.000894327727712131 -0.00036407613729777587 0.00015454092955625266 0.0012379351070387643
leaf_weight=0.0010077365249722137 0.001058569611791022 0.0011830461305347316 0.0011337190869091752 0.0011422575221400055 0.0010012995349239773 0.0010045929707569456 0.0010052974644917086 0.0011645337321357623 0.0012366019365781938 0.0012379190113327469 0.0010015376806118692 0.0010229380233910679 0.0017995034964143138 0.00110933414094757 0.0011028870464807796
leaf_count=65 135 129 473 59 145 690 52 110 674 153 200 72 670 152 131
internal_value=0 3.58719e-05 7.98323e-05 0.000300871 0.000459369 -6.89143e-05 9.8246e-05 -0.000161283 2.58632e-05 -5.22946e-05 0.000108724 0.000248259 7.92506e-05 0.000457184 0.00102779
internal_weight=0 0.0171532 0.0159702 0.00642401 0.00541628 0.00954615 0.00331209 0.00230679 0.00841243 0.00740783 0.00617123 0.00493331 0.00391038 0.00211087 0.00210419
internal_count=3910 3775 3646 562 497 3084 221 169 2611 1921 1247 1094 1022 352 276
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=14
num_cat=0
split_feature=14 48 484 457 1 474 160 160 42 12 4 42 2
split_gain=0.000163485 8.69974e-05 0.000108377 0.000125121 0.000105835 0.000128243 0.000135382 9.05354e-05 0.000117946 0.000114996 9.00593e-05 0.000132289 0.000104555
threshold=0.05884000000000001 -0.064549999999999982 -0.0043499999999999988 0.090150000000000022 0.12864500000000004 0.080165000000000014 0.084835000000000008 -0.080734999999999987 -1.0000000180025095e-35 0.098595000000000016 -0.078094999999999984 0.088115000000000013 0.092635000000000009
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 -9 10 -10 12 -12
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=0.00054027229760103871 -0.00070963403318675402 -0.00056798190347584748 -0.00064024357982931594 -0.00056718789270019342 0.00050494680927713005 0.00060721663139706521 0.00044634243031354138 -0.00059106699254442047 0.00055169364887689505 -0.00047978927378941252 -0.00065396344164737386 0.00051255934802029043 0.00014082129731666997
leaf_weight=0.0010701075646844397 0.0010117226415724675 0.0010077138390302874 0.0010157015784303895 0.0010042279684868158 0.0017910949926686548 0.0011260779156708712 0.0015737659572537402 0.0011505646425422076 0.0014058957295332302 0.0011123436633200118 0.0010851533196574122 0.0011098481626487019 0.0010873638650686981
leaf_count=194 141 556 410 97 268 299 237 702 351 149 125 293 88
internal_value=0 4.1875e-05 5.01617e-06 4.79085e-05 9.74916e-05 2.9074e-05 -3.9164e-05 -0.00013507 -6.12546e-05 4.3835e-05 0.000168071 3.7584e-06 -0.000256167
internal_weight=0 0.0155399 0.0144698 0.013462 0.0124578 0.0106667 0.00954064 0.00796687 0.00695117 0.0058006 0.00468826 0.00328237 0.00217252
internal_count=3910 3769 3575 3019 2922 2654 2355 2118 1708 1006 857 506 213
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=15
num_cat=0
split_feature=14 4 11 3 0 457 0 15 42 40 0 0 48 0
split_gain=0.000298659 9.5994e-05 0.000110178 0.000109056 0.000203457 0.000123244 0.000159477 0.000172581 0.000101862 0.00015337 0.000134614 0.000150746 8.76069e-05 8.76027e-05
threshold=0.073890000000000011 0.50541500000000006 0.081005000000000008 -0.12008499999999998 0.12500000000000003 -0.0034949999999999994 -0.10575999999999998 -0.095799999999999982 -0.089024999999999979 -0.012844999999999997 -0.053834999999999994 -0.070894999999999986 0.087770000000000015 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 13 -8 -10 11 -11 -9 -7
right_child=-2 -3 -4 5 -6 6 8 12 9 10 -12 -13 -14 -15
leaf_value=0.0010125252157200258 -0.00099649701354384296 0.00058694754973932447 -0.00056016453671671495 -0.00063667425970520834 -0.00011531575985408477 -0.00044480185972415578 -0.00064275371918322863 0.000930347279762032 0.00057817216738234307 -0.0002679109077920284 -0.00062571649448893744 0.00062450712946964058 0.00021232112036054929 0.00027027305807421581
leaf_weight=0.0010989696217947814 0.0010410103750735636 0.0010796267625900113 0.0011333739625500874 0.0010505956937820063 0.0011761023573271245 0.0011345797232773513 0.0012167305378756295 0.0015028527316363859 0.0011347454085365097 0.0019112409473275597 0.0016541571055578878 0.0010371401845868727 0.0010086248793417241 0.0013124160004387587
leaf_count=113 135 228 168 296 33 69 345 143 151 1537 257 242 49 144
internal_value=0 4.26363e-05 6.74151e-06 4.89065e-05 0.000429486 -1.78867e-05 3.66859e-05 0.000294924 -0.000147448 -4.24061e-05 -0.000195408 4.60114e-05 0.000641984 -6.12802e-05
internal_weight=0 0.0174512 0.0163715 0.0152382 0.00227507 0.0129631 0.0119125 0.00495847 0.00695401 0.00573728 0.00460254 0.00294838 0.00251148 0.002447
internal_count=3910 3775 3547 3379 146 3233 2937 405 2532 2187 2036 1779 192 213
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=14
num_cat=0
split_feature=14 48 0 14 2 2 0 16 0 160 42 16 1
split_gain=0.000198419 0.000104701 0.000146766 0.000221218 0.000293446 0.000177626 0.000124177 0.000101617 0.000108827 0.000184447 0.000121033 8.7636e-05 2.72829e-05
threshold=0.064610000000000015 0.12675000000000003 -0.10575999999999998 -0.10523499999999998 0.099675000000000014 0.08400500000000001 -0.089879999999999974 -0.083564999999999987 0.18055000000000002 -0.063534999999999994 0.091230000000000019 0.15737500000000001 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4 -8 9 -9 11 -11 -6
right_child=-2 -3 6 4 12 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.00046254085055634096 -0.00074923403610344965 -0.00046743453138387318 -0.00061055849601385681 0.00053650015040919278 0.00074875222502662211 -0.00027929565084335506 0.00039608091474185246 0.00038370606835092631 0.00041107621060916018 -0.00025906564828616314 0.00015094853013085597 -0.00085148111628046948 0.0011539744894535396
leaf_weight=0.0010005040702104617 0.00101200875024681 0.0011275469340361636 0.0010855411384717824 0.0015355315013080252 0.0010014146458023343 0.0017102607926285426 0.0016924871898983049 0.0013016667826308516 0.0011172618463985984 0.0015743392565828805 0.0010140155643546859 0.0014580594706525597 0.0010134085465473737
leaf_count=64 138 129 473 76 155 144 622 546 36 680 387 338 122
internal_value=0 4.48282e-05 8.2082e-05 0.000287908 0.000430635 0.000106644 -5.73374e-05 1.62783e-05 -8.31458e-05 -0.000186393 -0.000369785 -0.000543915 0.000952569
internal_weight=0 0.016632 0.0155045 0.00626112 0.00526062 0.00324579 0.00924337 0.00815783 0.00646534 0.00534808 0.00404641 0.0030324 0.00201482
internal_count=3910 3772 3643 561 497 220 3082 2609 1987 1951 1405 1018 277
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=11
num_cat=0
split_feature=42 43 16 42 133 13 157 2 49 16
split_gain=4.42735e-05 6.50677e-05 7.99388e-05 5.91731e-05 0.000127169 5.4149e-05 7.84849e-05 7.79637e-05 6.01796e-05 3.36066e-06
threshold=-0.10770999999999999 -0.18906999999999999 0.15737500000000001 0.085775000000000004 0.065880000000000008 -0.10547499999999999 -0.071454999999999977 0.11635500000000001 -0.029304999999999998 -0.074719999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 -10
right_child=1 2 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.0076787891691204686 0.0085316990263057998 0.0078391987989764478 -0.0072784953944072606 -0.0052703802301062768 0.014457275845097864 0.0085959377488317897 -0.00017580329131830025 0.0060589849512564849 -0.011524330544968788 -0.0084490290599417879
leaf_weight=0.0010096417417861771 0.001320889913228508 0.0012065090472417588 0.0019815529123873221 0.001735512260573102 0.0010933330280965539 0.001007606073714514 0.0015984652702198364 0.0010454276974815957 0.0010257557324151322 0.001015526056785961
leaf_count=241 161 196 535 1218 499 111 129 105 501 214
internal_value=0 0.000558514 -0.000340887 0.00107226 0.00244949 0.000546613 -0.000998953 -0.00306246 -0.00568237 -0.00999439
internal_weight=0 0.0130306 0.0117097 0.00972814 0.00799262 0.00689929 0.00569278 0.00468517 0.00363975 0.00204128
internal_count=3910 3669 3508 2973 1755 1256 1060 949 844 715
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=14
num_cat=0
split_feature=14 484 474 1 4 16 15 12 16 1 49 0 4
split_gain=0.000270231 0.00011739 0.000119593 0.000107401 0.000109813 0.000161411 0.000124324 0.000120924 0.000117245 0.000123589 8.5855e-05 0.000141853 2.15858e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.16430499999999995 0.098355000000000012 0.20277000000000003 0.085990000000000011 -0.069934999999999983 -0.11756999999999999 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 9 -3 -8 -12 -5
right_child=-2 2 -4 12 5 -7 10 -9 -10 -11 11 -13 -14
leaf_value=-0.00054535910379636704 -0.00098381891377116314 -0.00019871971477128478 0.00063552312060733264 0.00066122490820116008 0.00051503620994379203 -0.00084688392362804849 -0.00071171301914144211 -0.00044203383622758185 0.00079928049985772561 0.00057909644995856918 -0.00044371163307401076 0.00041877552601729756 0.00025703949681992242
leaf_weight=0.0011713627189881446 0.0010260849946937258 0.0019918674813635988 0.0014450031593951094 0.0010191130755425322 0.0011508521702011196 0.0012167478650542875 0.0010063916815404375 0.0010126473573876544 0.00132254461433248 0.0012966698561039935 0.0016002825532512172 0.0013530283728484215 0.0010129175971235953
leaf_count=584 135 875 374 73 142 229 90 275 187 408 143 196 199
internal_value=0 5.30651e-05 9.85e-05 4.30043e-05 -2.78546e-05 -0.000205052 -5.2241e-05 0.000171511 0.000306253 0.000107973 -0.000217115 -4.85722e-05 0.000459748
internal_weight=0 0.0165994 0.0154281 0.0139831 0.011951 0.0063273 0.00511055 0.00562373 0.00461108 0.00328854 0.0039597 0.00295331 0.00203203
internal_count=3910 3775 3191 2817 2545 800 571 1745 1470 1283 429 339 272
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=14
num_cat=0
split_feature=14 124 133 132 42 160 160 474 151 3 12 4 4
split_gain=0.000390363 0.000110488 0.000191321 0.000182475 0.000237987 0.000102824 0.000133389 0.000250802 0.000149919 0.000190404 9.78573e-05 8.74055e-05 0.000159326
threshold=0.077685000000000018 0.0049200000000000008 0.098810000000000023 0.080815000000000012 -1.0000000180025095e-35 0.099550000000000013 -1.0000000180025095e-35 0.084145000000000011 -0.084019999999999984 -0.074234999999999982 0.092365000000000017 0.25367000000000006 -0.0025899999999999994
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 -8 10 -10 12 -11
right_child=-2 -3 -4 -5 5 -7 8 -9 9 11 -12 -13 -14
leaf_value=-0.00076883502722598931 -0.0011810854898057837 0.00068266283386982313 -0.00079205359454622988 0.00081137455116985012 -0.00063111574979436496 -0.00044538920781355003 -0.00039733091669847054 0.000515819194960833 0.0010371035025389399 0.00043434025720644014 0.00035661566711366207 0.00059851431840560003 -0.00045240780537179339
leaf_weight=0.0013391338468942407 0.0010236677251197748 0.0010457513646929288 0.0010318026378464745 0.0012089550363015037 0.0019159595371490415 0.00120600657807455 0.001089683728596717 0.0011872270741397628 0.0018253149018974757 0.001402331161256716 0.0014642346419455055 0.0010344890245749276 0.0017526331210267025
leaf_count=719 126 90 581 236 585 191 144 226 366 187 192 145 122
internal_value=0 6.46521e-05 2.53828e-05 8.0059e-05 1.7871e-05 9.96783e-05 0.000155998 -0.000192318 0.000282142 0.00038114 0.000734207 0.000103913 -5.82625e-05
internal_weight=0 0.0175035 0.0164578 0.015426 0.014217 0.0128779 0.0116719 0.00310319 0.00856869 0.007479 0.00328955 0.00418945 0.00315496
internal_count=3910 3784 3694 3113 2877 2158 1967 811 1156 1012 558 454 309
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=14
num_cat=0
split_feature=14 124 484 48 0 49 15 3 13 1 2 15 2
split_gain=0.000390223 0.000112895 0.000203944 0.000147941 0.000159865 0.000237585 0.000244289 0.000149008 0.000183349 0.000191124 0.000150311 0.000128982 4.68797e-05
threshold=0.077685000000000018 -0.061329999999999989 -0.0043499999999999988 0.12675000000000003 -0.13027499999999997 -0.067014999999999977 -0.095799999999999982 -0.100615 -0.083514999999999992 0.095575000000000007 0.10274500000000002 -1.0000000180025095e-35 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 10 12 -10 11 -6 -9
right_child=-2 2 3 -5 7 6 -8 8 9 -11 -12 -13 -14
leaf_value=0.00050204799985109627 -0.0011811365427039035 -0.00081844368170695485 -0.00029016249160152517 -0.00064835574810772451 0.00052400971069941715 0.00026357809824608427 0.0013725025679981245 -0.00013416467739280351 -0.0011060915428409671 -0.00013967926053452175 0.00086858439790084968 -0.00035539976582705786 0.00038315367597342519
leaf_weight=0.0019000564654598926 0.001047171036019783 0.0010996629419125258 0.0013067911814286237 0.0010670959395748343 0.0011080295645568006 0.001930578831952523 0.0012637028206717868 0.0012273525489255098 0.0013448809278130075 0.0018958934693581414 0.0011359944389703613 0.0015220049348703977 0.0014924255760529774
leaf_count=301 126 569 88 99 86 114 102 526 1258 263 148 116 114
internal_value=0 4.95969e-05 -2.84063e-06 5.57997e-05 0.000108612 0.000414148 0.000702284 -3.27774e-05 -0.000225687 -0.000540728 0.000272543 1.50941e-05 0.000149704
internal_weight=0 0.0182945 0.0163944 0.0152948 0.0142277 0.00450107 0.00319428 0.00972658 0.00596055 0.00324077 0.00376603 0.00263003 0.00271978
internal_count=3910 3784 3483 2914 2815 304 216 2511 2161 1521 350 202 640
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=14
num_cat=0
split_feature=14 484 474 132 1 160 42 12 43 2 151 16 133
split_gain=0.000233288 8.96012e-05 0.000137325 0.00010088 0.000116681 0.000152708 0.00012335 0.000118904 0.000184108 0.000164919 0.00014032 8.96596e-05 6.13266e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 0.12864500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098845000000000016 -0.044024999999999988 0.087995000000000004 -0.0088999999999999982 -0.08286499999999998 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 12 -10 -11 -12 -8
right_child=-2 2 -4 -5 -6 6 7 -9 9 10 11 -13 -14
leaf_value=-0.00046231382833671812 -0.00088178676339920221 -0.00075835948152809985 0.00063959022813593126 0.00051568080921104401 0.00040544719966169529 -0.00062251985774032384 0.00093809395181802357 -0.00046610958190198008 -0.00057975209698915976 -0.00039529825215112543 0.00076847186413552709 2.2886000760636085e-05 0.00029730638435251753
leaf_weight=0.0011606076938640167 0.0010316924636509786 0.001138831711687118 0.001417090770264552 0.0013343648197285023 0.0018596921664913455 0.0010934086104458845 0.0010432615175276364 0.001326824460644159 0.0014717777242051174 0.0010492134483102182 0.0012823747031682766 0.0010354371349168667 0.0010793231320199801
leaf_count=583 138 444 374 273 225 653 94 160 358 99 122 186 201
internal_value=0 4.23431e-05 8.10507e-05 2.3338e-05 -2.9728e-05 -0.000106654 -2.75432e-05 5.09481e-05 0.000149498 -5.34952e-05 0.00017654 0.000435396 0.000612257
internal_weight=0 0.0162922 0.0151316 0.0137145 0.0123801 0.0105205 0.00938162 0.00828821 0.00696139 0.0048388 0.00336703 0.00231781 0.00212258
internal_count=3910 3772 3189 2815 2542 2317 1873 1220 1060 765 407 308 295
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=10
num_cat=0
split_feature=4 1 12 12 15 42 15 151 2
split_gain=3.71787e-05 6.76555e-05 6.00613e-05 8.80154e-05 0.000102115 9.32464e-05 0.000123677 0.000219133 6.2391e-05
threshold=0.24280000000000004 0.11235500000000002 0.098845000000000016 0.093125000000000013 0.079360000000000014 0.078965000000000021 -0.038029999999999987 -0.0074049999999999993 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=0.0096385828861084606 -0.0021437996914720277 0.0086272281537480861 -0.0090537532287396187 0.010385291219597052 -0.013015695092710607 -0.0082980887104735033 0.013638162776989577 -0.013029461175061152 0.0019308495188992136
leaf_weight=0.001148313718496761 0.0017612164467313424 0.0018679641745239844 0.0013314250741524409 0.0010974720813575105 0.0010450950969306799 0.001572780505523722 0.0015536775637982692 0.0015683077291815716 0.0012994078415733412
leaf_count=140 206 343 506 455 969 724 171 265 131
internal_value=0 0.00340012 -0.00122247 -9.95108e-05 -0.0015049 0.000179364 0.00257324 -0.0034477 0.00830619
internal_weight=0 0.00362918 0.0106165 0.00928505 0.00818758 0.00714249 0.00556971 0.00271662 0.00285309
internal_count=3910 549 3361 2855 2400 1431 707 405 302
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=12
num_cat=0
split_feature=42 376 43 16 3 3 16 13 15 1 1
split_gain=3.93298e-05 6.66068e-05 7.59868e-05 0.000138128 9.30872e-05 9.84739e-05 6.28373e-05 7.19059e-05 0.000118529 9.89706e-05 0.000116992
threshold=-0.10770999999999999 1.0000000180025095e-35 -0.069974999999999996 0.15737500000000001 -0.075954999999999981 -0.100615 -0.0072149999999999992 -0.10939499999999998 -0.03231499999999999 0.11215000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 -4 9 10 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0071063408253240088 0.0066567159210683203 0.0091652847679060071 0.0047340885654265155 -0.015186385540634671 0.013232307800144645 -0.0077132070147174509 0.0064523349231350507 -0.0047590050149095616 -0.014899102719959008 -0.010435510203314692 0.012643448636965544
leaf_weight=0.0010092625924594456 0.0014985971121464214 0.0011211102249509041 0.0015173762944581028 0.0010073483370021119 0.0010888166090255772 0.0011738814459681976 0.0014370598504422922 0.0011105019272149488 0.0011474255467533272 0.0010273966959991887 0.0010257955620191703
leaf_count=241 182 197 230 301 282 893 295 241 870 81 97
internal_value=0 0.000503955 -0.000302937 -0.00229357 0.00407543 0.000344753 -0.000506021 -0.00222166 -0.00466986 -0.000959859 0.00359721
internal_weight=0 0.0131553 0.0120342 0.0082729 0.0037613 0.00267248 0.00726556 0.0058285 0.00431112 0.00316369 0.0021363
internal_count=3910 3669 3472 2115 1357 1075 1814 1519 1289 419 338
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=14
num_cat=0
split_feature=14 48 16 132 42 133 160 474 1 1 47 4 4
split_gain=0.000173242 8.82243e-05 0.000124881 7.50543e-05 8.93059e-05 0.000113426 0.00017116 0.000393172 0.000240283 0.000224545 0.000145212 9.04272e-05 4.32632e-05
threshold=0.064610000000000015 0.12675000000000003 -0.50388999999999984 0.080815000000000012 -0.10770999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084145000000000011 0.10004000000000002 0.090820000000000012 0.086785000000000015 -0.060264999999999992 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 11 -10 12 -8
right_child=-2 -3 3 -5 5 6 8 -9 10 -11 -12 -13 -14
leaf_value=0.00053807973055158083 -0.00078024094531545306 -0.00048255489572677905 -0.00056328994492970937 0.00047734786665176233 -0.00057698457503580934 -0.0010060534784977874 0.0002213288673313286 0.00054141811194282719 0.0012301252629008117 -0.00075608496609462159 0.00024050570609023816 -0.00012639623766102484 0.00073895751442209015
leaf_weight=0.0019009012227137858 0.0010136432809190318 0.00111677362589382 0.0010723649136017482 0.001164157351624181 0.0010695156086584215 0.001441162418435755 0.0013422087227588086 0.0010478990404197306 0.0011567660939994662 0.0011270265067568619 0.001041044873532071 0.0017083219154742698 0.0010742306945643043
leaf_count=234 138 129 190 305 838 560 40 239 327 179 73 394 264
internal_value=0 3.88707e-05 7.73185e-05 1.11893e-05 -3.37327e-05 1.78542e-05 8.18658e-05 -0.000354565 0.000227686 4.34654e-06 0.000761369 0.000212123 0.000451441
internal_weight=0 0.0162624 0.0151456 0.0132447 0.0120805 0.0110082 0.00993866 0.00248906 0.0074496 0.00525179 0.00219781 0.00412476 0.00241644
internal_count=3910 3772 3643 3409 3104 2914 2076 799 1277 877 400 698 304
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=16
num_cat=0
split_feature=14 124 133 50 159 52 15 4 12 4 1 1 47 16 1
split_gain=0.000440918 0.000169546 0.000231582 0.000276964 0.000185616 0.000364443 0.000158512 0.000167638 0.000184914 0.000162927 0.000158291 0.00015601 0.000210688 0.000125555 8.63793e-05
threshold=0.077685000000000018 0.10143000000000002 0.099765000000000006 0.10625000000000001 -0.026594999999999997 0.11262000000000001 -0.24219999999999997 -0.029114999999999999 -1.0000000180025095e-35 -0.34687499999999999 0.076710000000000014 0.094695000000000015 0.092645000000000019 -0.014099999999999998 0.11113500000000003
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 9 -9 -8 -11 13 14 -10 -13
right_child=-2 -3 -4 -5 5 -7 7 8 11 10 -12 12 -14 -15 -16
leaf_value=0.00084111671850819602 -0.0011803885646396129 0.00078871623373835643 -0.000837035989032709 -0.00086580700524783419 0.00081605706632106065 -0.0010052082454549494 -6.8141144410528224e-05 -0.00066840183338615457 -0.00052326117258198474 0.00021726699505866736 0.0010834688674573262 0.0010524933420071117 -0.00024978106356315796 0.00026549126413750128 0.00031612528210581088
leaf_weight=0.001135198950187777 0.0010479449267399845 0.0010063208818501595 0.001039842880751647 0.0010337927868650917 0.0011030308586078659 0.0010106358529813403 0.0018328419170234866 0.0014704703120704543 0.0019910844108696037 0.0014885587637535275 0.0013954003891443901 0.0010660971800362518 0.001361922361275969 0.0010535531138749594 0.0011101933588091306
leaf_count=246 126 55 580 322 182 206 214 215 244 604 277 76 90 384 89
internal_value=0 5.05548e-05 9.49785e-06 6.11177e-05 0.000120937 6.60085e-05 0.000144045 8.59992e-05 -7.60152e-05 0.000362618 0.000636378 5.63115e-05 0.000320172 -0.000250325 0.000676849
internal_weight=0 0.0190989 0.0180926 0.0170528 0.016019 0.0148838 0.0138732 0.0127701 0.00805332 0.0047168 0.00288396 0.00658285 0.00353821 0.00304464 0.00217629
internal_count=3910 3784 3729 3149 2827 2581 2375 2193 1098 1095 881 883 255 628 165
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=12
num_cat=0
split_feature=41 15 49 133 15 43 3 48 4 160 150
split_gain=4.2962e-05 4.29618e-05 6.3455e-05 8.188e-05 0.00011334 0.000121542 8.35485e-05 9.71029e-05 8.31223e-05 7.81482e-05 8.13368e-05
threshold=0.078150000000000011 0.084050000000000014 -0.00064499999999999985 0.087485000000000021 -0.038029999999999987 -0.083094999999999988 -0.073984999999999981 0.084260000000000015 -0.15796999999999997 0.084835000000000008 0.093625000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 -6 -4 -8 -7 10 -1
right_child=-2 -3 3 -5 5 8 7 -9 -10 -11 -12
leaf_value=-0.018895356430158161 -0.0094422202923298768 -0.0068583680062203212 0.0099179083313462365 -0.0085732702460089901 0.025419371428846409 -0.0041432208560624366 -0.011431053392735372 0.0070021104397315868 0.014253815666969432 0.0052688837624355828 -0.00032875917280290569
leaf_weight=0.0010280930613120924 0.0010055437150195837 0.0014959021657043941 0.0013474179719888566 0.001033631403501524 0.0010419349029593405 0.001000600771118465 0.0016754402578028071 0.001021209309992512 0.0011982269400946551 0.0013003056762650803 0.0010680807035629916
leaf_count=295 201 1299 451 412 67 186 293 151 168 180 207
internal_value=0 0.000661112 0.00162129 0.00383718 0.00559808 0.0121635 0.000336825 -0.0044505 0.00588204 -0.00380575 -0.00943497
internal_weight=0 0.0132108 0.0117149 0.00831846 0.00728483 0.00324076 0.00404407 0.00269665 0.00219883 0.00339648 0.00209617
internal_count=3910 3709 2410 1728 1316 421 895 444 354 682 502
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=11
num_cat=0
split_feature=2 40 3 15 0 0 52 3 1 13
split_gain=3.75872e-05 7.47757e-05 9.8971e-05 7.83735e-05 0.000123197 7.40846e-05 6.48778e-05 8.53189e-05 5.7971e-05 4.88897e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10666500000000002 -0.03231499999999999 -0.11756999999999999 0.024745000000000003 0.09086000000000001 0.11265500000000002 0.079355000000000023 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -2 -5 -6
right_child=6 2 -4 5 9 -7 -8 -9 -10 -11
leaf_value=-0.012688844143783051 0.0090925297415168187 -0.010132732180751636 0.014741921297282447 -0.011543377242050304 0.00077769424693246764 -0.019017779152533394 0.013438272804402848 -0.009305598634808003 0.0046998964199281238 0.015051334206931749
leaf_weight=0.0014507162294809086 0.0013125957329347959 0.001316759503491971 0.0010882165042865183 0.0010858541406196867 0.0010902517180437388 0.0010871271516026855 0.0013593756387124505 0.0014202920247586423 0.0013144689049433573 0.0016062298347183982
leaf_count=266 398 147 106 1106 490 155 195 174 559 314
internal_value=0 -0.00176455 8.0629e-05 -0.00204646 0.00291072 -0.00775102 0.00415071 -0.000469047 -0.00264821 0.00928016
internal_weight=0 0.0100396 0.00858891 0.00750069 0.00401324 0.00348745 0.00409226 0.00273289 0.00240032 0.00269648
internal_count=3910 3143 2877 2771 951 1820 767 572 1665 804
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=11
num_cat=0
split_feature=11 1375 2 2 40 2 3 42 52 4
split_gain=3.49119e-05 5.24919e-05 7.01546e-05 0.000106125 0.000101415 9.03443e-05 7.16963e-05 6.78113e-05 5.27286e-05 7.67819e-05
threshold=0.079700000000000007 -1.0000000180025095e-35 0.096540000000000015 0.087005000000000013 -0.011594999999999999 0.081110000000000015 -1.0000000180025095e-35 0.088345000000000021 -0.048794999999999991 0.0014600000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 -3 -6 -10
right_child=-2 2 4 -5 8 -7 -8 -9 9 -11
leaf_value=-0.0098765195955742343 -0.0078495570600215711 -0.0147945705086717 0.019571362027584579 -0.01384434425187224 0.011163045987651088 0.014449681713541414 0.0072937316132778091 0.002021399907104841 -0.0096895940102158223 0.0061038287377581744
leaf_weight=0.0010651561966444284 0.0013005293721542596 0.0013170708040628376 0.0010823623385972916 0.0014321501528872715 0.0012452189893388185 0.001073156684150923 0.0013360907864564575 0.0011006205443068774 0.0014011066673112645 0.0017077449321580111
leaf_count=176 254 418 225 854 322 626 117 385 230 303
internal_value=0 0.000750376 0.00171821 -0.00189101 0.00587359 0.00165553 -0.00200214 -0.00713933 0.00246851 -0.001014
internal_weight=0 0.0127607 0.0116955 0.00625909 0.00543643 0.00482694 0.00375378 0.00241769 0.00435407 0.00310885
internal_count=3910 3656 3480 2400 1080 1546 920 803 855 533
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=17
num_cat=0
split_feature=14 50 48 4 1 158 151 150 160 40 2 43 42 0 12 4
split_gain=0.000352285 0.000158091 0.000186341 0.000260667 0.000197466 0.000160727 0.000135851 0.000157449 0.000126887 0.000102831 8.50781e-05 9.17364e-05 0.000109535 0.000229482 0.000149998 5.36076e-06
threshold=0.077685000000000018 0.11812000000000002 0.11930500000000001 0.28937500000000005 0.11198000000000001 0.084710000000000021 -0.051109999999999996 0.082965000000000025 0.084480000000000013 -0.081239999999999993 0.11165000000000001 0.0050750000000000005 0.084685000000000024 -0.10575999999999998 1.0000000180025095e-35 -0.021164999999999996
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 8 9 -1 -8 11 12 13 -11 -15 -14
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 15 14 -16 -17
leaf_value=0.0010494979479845068 -0.0011075340409479393 -0.00070189219421212096 -0.00064455970101528722 0.00021070283156198426 0.0013943026087901652 -0.0006792616116749736 -0.00048628174061487897 -0.00066131194102178603 8.3274319928793218e-05 0.00067202660502489427 -0.00030425430225040597 0.00065320743786650526 0.0004063351006916626 7.1753117379360371e-05 -0.00084878465777649646 0.00060870464445578361
leaf_weight=0.0010558072924279739 0.0010654978825503222 0.001011478761132621 0.0012177838887559153 0.0011201342159601333 0.0010498608780471496 0.0010642992446728864 0.0010109619446709165 0.0011477159306154646 0.001034572278834911 0.0011659196612692196 0.0012313745042491983 0.0016964311920915675 0.001009234831463611 0.0014269590625376506 0.0013010567161921742 0.0010038332904349218
leaf_count=275 126 242 114 86 278 319 53 138 148 85 216 364 445 134 691 196
internal_value=0 5.18576e-05 9.53341e-05 0.000150551 0.000783338 5.34959e-05 0.000113102 2.59778e-05 0.000571294 0.000106095 0.00017388 0.000251314 0.000135894 -5.6087e-05 -0.000367274 0.000507248
internal_weight=0 0.0185474 0.0175359 0.0163182 0.00217 0.0141482 0.0130839 0.0109935 0.00209038 0.00984577 0.00883481 0.00760343 0.005907 0.00389394 0.00272802 0.00201307
internal_count=3910 3784 3542 3428 364 3064 2745 2322 423 2184 2131 1915 1551 910 825 641
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=10
num_cat=0
split_feature=52 15 11 4 2 43 150 12 2
split_gain=3.6275e-05 9.08062e-05 7.11738e-05 0.000101997 0.000120435 9.71941e-05 8.74378e-05 7.5555e-05 9.60194e-05
threshold=0.28122000000000008 -0.24219999999999997 1.0000000180025095e-35 -0.0010999999999999996 0.10910500000000002 -0.074254999999999988 0.08826500000000001 0.084100000000000022 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 8 -3
right_child=-2 2 -4 5 -6 6 -8 -9 -10
leaf_value=0.010951491707040772 -0.0082409313887808495 0.01656222012603735 -0.012000310254882461 0.0035909242376275046 0.017835933821405442 -0.015346496092253824 0.00051314137262284442 -0.0059816149579664628 -0.0011580077378868054
leaf_weight=0.0015350302215200807 0.0010257391643932441 0.0010668996306463239 0.0010526155846869853 0.0019358265285164978 0.0011233780883017986 0.001898955661262431 0.0011416983571662098 0.0017773595345504274 0.0015218621670804178
leaf_count=303 365 242 247 299 225 455 96 1440 238
internal_value=0 0.000604201 -0.000774735 0.000354277 0.00461115 -0.00434143 -0.00939155 0.00120849 0.00614498
internal_weight=0 0.0130536 0.0115186 0.010466 0.0054895 0.00497648 0.00304065 0.00436612 0.00258876
internal_count=3910 3545 3242 2995 2145 850 551 1920 480
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=13
num_cat=0
split_feature=14 484 474 132 160 13 1 4 15 13 1 0
split_gain=0.000247177 0.000107144 9.81922e-05 9.60816e-05 0.000161419 0.000143889 0.000105378 0.000114707 9.21035e-05 0.00014233 0.000132348 0.000146578
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 -0.080734999999999987 -0.083354999999999985 0.099595000000000017 -0.056579999999999991 -0.041049999999999996 0.11596500000000001 0.095575000000000007 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 10 -10 -7 -12
right_child=-2 2 -4 -5 5 8 -8 -9 9 -11 11 -13
leaf_value=-0.00050921983817384065 -0.00091982071118030693 -0.0006485063826711236 0.00059097439947339812 0.00054273859164208642 0.00050339456848136647 -0.00039832395617803325 0.0007955258010376951 -0.00034287542540277504 -0.00070780132927481681 7.524916219360025e-05 -7.9240488663122696e-05 0.00085814261459049882
leaf_weight=0.0011680546988409495 0.0010308075938877869 0.0012949524323491316 0.0013440477606140753 0.001300909480397309 0.0013378202635402764 0.0012211303558558495 0.0013810454102860118 0.0010615072095226368 0.0017242629345423713 0.0017069580490195468 0.0012709299832176918 0.0011970522050607471
leaf_count=583 138 423 374 273 231 289 180 162 866 117 109 165
internal_value=0 5.13505e-05 9.5471e-05 4.61266e-05 -6.8469e-06 6.93792e-05 0.000372488 0.000128989 -9.15493e-05 -0.000318251 0.000119304 0.000375421
internal_weight=0 0.0160087 0.0148406 0.0134966 0.0121957 0.0109007 0.00378037 0.00239933 0.00712033 0.00343122 0.00368911 0.00246798
internal_count=3910 3772 3189 2815 2542 2119 573 393 1546 983 563 274
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=14
num_cat=0
split_feature=14 484 474 1 4 16 15 4 3 52 49 15 12
split_gain=0.000160403 9.27925e-05 9.59678e-05 8.92594e-05 0.000100603 0.000157208 0.000109995 7.94707e-05 9.29762e-05 8.73818e-05 5.82262e-05 0.000140336 5.59646e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.14487999999999998 -0.49837999999999999 -0.115685 -0.088354999999999989 -0.067929999999999977 -0.095799999999999982 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 -9 -10 -8 -12 -11
right_child=-2 2 -4 -5 5 -7 10 8 9 12 11 -13 -14
leaf_value=-0.00048362696926542586 -0.00073158345619062093 -0.00028060495605093395 0.00056271793166430084 0.00040750421483319973 0.00042801557209188413 -0.00080088408456454447 -0.00059138278627878915 0.00076256587835553814 -0.00034182246696142394 0.00061870674166884061 -0.00045139572159493436 0.00043056152548307804 7.7677929484736877e-06
leaf_weight=0.0011174198102092405 0.0010184359463280687 0.0011522841025526157 0.0013291801256109801 0.0019241725353644117 0.0012870252358615974 0.001221286029398594 0.0010341502846058295 0.0010540049673570819 0.0010074018718971935 0.0011325898173934102 0.0014539184712883419 0.0011458450764416355 0.0010052728219256397
leaf_count=583 141 130 374 272 161 229 90 98 234 177 148 170 1103
internal_value=0 3.99948e-05 7.96707e-05 3.18201e-05 -3.10731e-05 -0.000195655 -4.54482e-05 0.000157825 0.000278131 0.000115792 -0.000213135 -6.26733e-05 0.000331429
internal_weight=0 0.0158646 0.0147471 0.013418 0.0114938 0.00614223 0.00492094 0.00535155 0.00419927 0.00314526 0.00363391 0.00259976 0.00213786
internal_count=3910 3769 3186 2812 2540 798 569 1742 1612 1514 408 318 1280
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=12
num_cat=0
split_feature=160 133 12 151 13 2 4 42 0 15 160
split_gain=3.56959e-05 0.000163974 0.000107135 8.86704e-05 0.000110951 0.000166324 6.88391e-05 7.49428e-05 9.90788e-05 0.000154836 4.97074e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 1.0000000180025095e-35 -0.084874999999999992 -0.083354999999999985 0.10488500000000002 0.24280000000000004 0.091230000000000019 -0.024394999999999997 -0.073314999999999991 -0.087309999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -3 5 -5 7 8 9 -6 -1
right_child=1 3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.0090850252422874107 -0.01584233688030327 -0.0096254266889455858 -0.015464371550599884 0.021661526840288468 0.00093938491065086844 -0.0015749174991712515 0.0097952155305865395 0.0086349849556574231 0.0068896214360742863 -0.021613915597029722 -0.0047725190335633329
leaf_weight=0.0010079619863601827 0.0010452519292697858 0.0010179272054907885 0.0011304209240341583 0.0015665721839222312 0.0013330456989055362 0.0010589113855329407 0.0014506958780018458 0.001137194340316945 0.0010603504121642431 0.0011744405001907971 0.0011218332837284453
leaf_count=150 848 198 903 244 179 145 170 351 162 395 165
internal_value=0 0.00120914 -0.00419538 0.00302798 0.00449478 0.0122898 0.00117012 -0.00148925 -0.00471619 -0.00962399 0.0017858
internal_weight=0 0.0108444 0.00326022 0.00979914 0.00878121 0.00262548 0.00615573 0.00470503 0.00356784 0.00250749 0.0021298
internal_count=3910 2692 1218 1844 1646 389 1257 1087 736 574 315
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=13
num_cat=0
split_feature=14 147 52 15 51 0 16 48 12 12 2 16
split_gain=0.000181412 0.000104811 0.000188785 0.000126569 9.3229e-05 0.000104569 0.000140069 0.000132985 9.76614e-05 0.000124617 0.000185549 0.000134981
threshold=0.05884000000000001 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.094915000000000013 0.18055000000000002 0.26538000000000006 0.092150000000000024 -0.0089849999999999982 0.10007000000000001 0.089910000000000004 -0.057604999999999996
decision_type=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 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.00063555280766690531 -0.00081284050035496797 0.00056768788063033589 -0.00081621198230726652 -0.00038651954232888345 0.00053535280705816271 0.00052032543650674338 -0.00063561806233289754 -0.00050764327592000657 -0.00048345070940843116 -0.00040458786194517402 0.00082956785345696278 0.00040541513357417874
leaf_weight=0.0013128506110060079 0.0010101043623254582 0.0013454515938763475 0.0010238707500726469 0.0012672443689891195 0.0011187271083101013 0.0010865170410925282 0.0016877515064888009 0.0017031146433924959 0.0011488511113312678 0.0010151825180154134 0.0018684039241288267 0.0015337220005794132
leaf_count=273 141 216 345 193 219 32 394 241 813 244 350 449
internal_value=0 4.37699e-05 -3.96782e-06 5.65482e-05 -4.60839e-06 -5.80149e-05 -0.000119474 -1.74276e-05 0.000104751 0.000216598 0.000355165 2.47454e-05
internal_weight=0 0.0161117 0.0147662 0.0137424 0.0124295 0.0113108 0.0102243 0.00853652 0.0068334 0.00556616 0.00455098 0.00268257
internal_count=3910 3769 3553 3208 2935 2716 2684 2290 2049 1856 1612 1262
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=14
num_cat=0
split_feature=14 1 0 474 14 15 47 0 48 1 15 16 2
split_gain=0.000514572 0.000127086 0.000256241 0.000192989 0.000156179 0.000254348 0.000169025 0.000215867 0.000227149 0.000213641 0.000121196 0.000149982 9.17584e-05
threshold=0.077685000000000018 0.076710000000000014 -0.089879999999999974 0.059400000000000008 -0.22654999999999997 -0.14868999999999996 0.09252500000000001 -0.087899999999999992 0.086285000000000014 0.13084000000000004 0.024640000000000006 0.20277000000000003 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 12 -8 11 -4 -7
right_child=-2 3 10 -5 5 6 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.00097365962153352786 -0.0012896627918282241 -0.00051368915684227886 -0.00051561081104617489 0.00086322575715008483 0.0010741673492621689 0.00052759194933857053 -0.00084722962022635488 -0.00031617141399146466 -1.2989178245419483e-05 0.00024551219684388633 0.00056501635980448655 0.00028132508969772773 0.0012834995163486284
leaf_weight=0.0011492952121162532 0.0010838226617932703 0.0013491670615443626 0.001861417588558512 0.0013733132697009301 0.0010577109689384407 0.0012691514598561241 0.0013932371101203767 0.0017412512460482721 0.0018772492109113692 0.0012582870640365229 0.0012037587526458533 0.0016428974107595452 0.0011145809603011828
leaf_count=468 126 109 454 244 221 80 184 683 117 52 851 218 103
internal_value=0 7.35814e-05 -0.000159877 0.000183559 9.91697e-05 0.000184311 7.55479e-05 0.000254112 0.000487159 -0.000328666 3.87769e-05 -0.00014199 0.000881038
internal_weight=0 0.0182913 0.00585737 0.0124339 0.0110606 0.00971147 0.00865376 0.00600223 0.00426098 0.00265152 0.00470807 0.00350431 0.00238373
internal_count=3910 3784 1991 1793 1549 1440 1219 983 300 236 1523 672 183
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=13
num_cat=0
split_feature=14 48 132 0 15 42 42 15 16 13 51 47
split_gain=0.000184651 9.33124e-05 0.00012907 0.000132734 0.000220623 0.000117613 0.000122281 0.000114331 9.94345e-05 0.000207545 7.35985e-05 0.000134966
threshold=0.064610000000000015 0.12675000000000003 0.080815000000000012 -0.10575999999999998 -0.08262499999999999 -0.089024999999999979 1.0000000180025095e-35 -0.033649999999999992 -0.055679999999999993 -0.0016149999999999999 0.085845000000000019 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -5 8 -8 -7 -10 11 -1
right_child=-2 -3 -4 5 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.00054975221521333503 -0.00080448598147921482 -0.00049215095545440701 0.00064895719706523363 -0.00071390910607912171 0.00080467205902203518 0.0006600517976161638 9.2716835279146059e-05 -0.00060900381503024229 0.00050919024492972144 -0.00067160091851551479 -0.00042997862583587571 -0.00029431360578259578
leaf_weight=0.0015080417758655887 0.0010083271413062816 0.001119447462388525 0.0013556479125550981 0.0011079167054619246 0.0018149177750022344 0.0012147184433236443 0.0015575548368817133 0.0019103983900551381 0.001218192197890872 0.0010029766922625321 0.0010922504210232678 0.0013065813577281243
leaf_count=163 138 129 336 332 174 460 632 983 151 255 75 82
internal_value=0 4.33462e-05 8.3074e-05 2.72153e-05 0.000250843 -0.000132494 -3.91897e-05 -0.000293841 0.000217839 -2.40002e-05 -6.43474e-06 0.000157927
internal_weight=0 0.0162086 0.0150892 0.0137335 0.00572179 0.00801176 0.00690384 0.00346795 0.00343589 0.00222117 0.00390687 0.00281462
internal_count=3910 3772 3643 3307 494 2813 2481 1615 866 406 320 245
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=13
num_cat=0
split_feature=14 147 52 4 4 15 12 0 49 48 3 2
split_gain=0.000161796 0.000102857 0.000129923 9.0891e-05 0.000121695 0.000107551 9.93627e-05 7.19093e-05 0.000114054 8.33237e-05 8.22438e-05 0.000164491
threshold=0.05884000000000001 1.0000000180025095e-35 0.25333500000000003 -0.49837999999999999 -0.14301 -0.24219999999999997 0.080120000000000011 -0.10575999999999998 1.0000000180025095e-35 0.086285000000000014 -1.0000000180025095e-35 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 9 -7 11 -9
right_child=-2 -3 -4 4 5 7 -8 10 -10 -11 -12 -13
leaf_value=-0.00047854035628067273 -0.0007662076461242835 0.00056433523046311735 -0.00065014802625447182 0.00095819308646073775 0.00052273618824148858 0.00054812814893506019 0.00010609862173296437 -0.00091697588275409421 -0.0004591808657637394 -6.3055724818719379e-05 0.00019855961481806227 -1.9328003826810154e-05
leaf_weight=0.0011501816336900164 0.0010094006144713971 0.0013346422691644924 0.0011068546423565829 0.0010401165626336686 0.001361055335550569 0.0019230986344464735 0.0010647615670311694 0.001394623090938379 0.0010603894649581364 0.0015478643822760055 0.0011565041738001471 0.0017950843422777445
leaf_count=155 141 216 391 91 280 123 76 688 147 119 66 1417
internal_value=0 4.3296e-05 -4.33248e-06 4.86422e-05 9.77657e-05 9.49044e-06 0.000527157 -6.91973e-05 0.000103632 0.000275573 -0.000249389 -0.000411803
internal_weight=0 0.0159352 0.0146005 0.0134937 0.0123435 0.0102386 0.00210488 0.00887756 0.00453135 0.00347096 0.00434621 0.00318971
internal_count=3910 3769 3553 3162 3007 2840 167 2560 389 242 2171 2105
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=15
num_cat=0
split_feature=14 147 52 15 51 4 43 4 47 12 16 2 12 0
split_gain=0.000271478 0.000113216 0.000200052 0.000139949 0.000103804 0.00013368 0.000186237 0.000139786 0.000121662 9.61446e-05 0.00013151 9.01071e-05 5.51626e-05 3.83109e-05
threshold=0.073890000000000011 1.0000000180025095e-35 0.28122000000000008 -0.26361999999999991 0.090935000000000016 -0.00072999999999999985 -0.074254999999999988 -0.49837999999999999 0.09252500000000001 0.080120000000000011 -0.010819999999999998 0.091985000000000011 0.086935000000000012 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 12 -5 13 10 -9 -11 -7 -8
right_child=-2 -3 -4 4 -6 6 8 9 -10 11 -12 -13 -14 -15
leaf_value=0.000632765221909911 -0.00095473902918071516 0.00056298930824282163 -0.00080381614093845053 -0.00047274551514452773 0.00046888243671769467 0.00040438258265199236 -0.00059122828583010011 0.00014076127752367113 -0.0011428558557384551 -0.00037174561422167356 0.0010199085890223102 0.00033977083649386472 -0.00015869275537311369 -6.0524899352321773e-05
leaf_weight=0.0014288244709677886 0.0010534978231933187 0.0014577496323190655 0.0010594425416540479 0.0011598505464802088 0.0015458866621992058 0.0011980323353910933 0.0010076200092302146 0.0014126431413079964 0.0010151690845243873 0.0012302098680541528 0.0011331435987431489 0.0014134117640472038 0.0013876316645702463 0.0010030456338285523
leaf_count=275 135 216 345 135 263 91 78 90 116 1294 124 299 191 258
internal_value=0 5.01251e-05 3.38354e-06 6.0642e-05 1.18903e-07 -6.04672e-05 -0.000276642 0.000130589 -0.000600375 0.000265437 0.000532075 8.66651e-06 0.000102201 -0.00032648
internal_weight=0 0.0174527 0.0159949 0.0149355 0.0135066 0.0119608 0.0056115 0.00634926 0.00302583 0.00518941 0.00254579 0.00264362 0.00258566 0.00201067
internal_count=3910 3775 3559 3214 2939 2676 734 1942 452 1807 214 1593 282 336
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=10
num_cat=0
split_feature=42 51 52 52 160 49 12 3 2
split_gain=4.01752e-05 6.06573e-05 5.68037e-05 8.37787e-05 0.000125009 7.38901e-05 0.000133244 0.000130691 9.98998e-05
threshold=-0.10770999999999999 -0.07742499999999998 -0.089799999999999977 -0.048794999999999991 -1.0000000180025095e-35 -0.029304999999999998 0.091555000000000011 0.092005000000000017 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.0095070148304529176 -0.0074262322945976905 -0.0076277099629062329 0.013068532913971229 -0.013071125286959799 0.013927849613025185 -0.00011676995561401466 -0.0094419850600234376 -0.0077540724343045228 0.019284034693776386
leaf_weight=0.0010033647739492021 0.0019069553485433583 0.0012992411652113728 0.0017340211789669694 0.0012496209302252015 0.0013793263715694004 0.0010037995568013347 0.0018720039458835201 0.0011038177064208801 0.0017495561919488186
leaf_count=241 609 428 279 680 146 318 557 118 534
internal_value=0 0.000665741 0.00202036 0.00326244 0.00122801 0.00374169 0.00128933 0.00649756 0.012211
internal_weight=0 0.0132983 0.0113914 0.0100921 0.00835812 0.0071085 0.00572918 0.00385717 0.00275336
internal_count=3910 3669 3060 2632 2353 1673 1527 970 852
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=11
num_cat=0
split_feature=1 0 133 133 160 157 0 0 2 15
split_gain=4.30422e-05 0.000137631 5.99851e-05 5.73392e-05 0.000105212 0.000100209 7.00551e-05 0.000133895 0.000195998 9.09754e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.0047949999999999989 -1.0000000180025095e-35 -0.013279999999999998 -0.053834999999999994 -0.15713499999999997 1.0000000180025095e-35 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 9 -9 -6
right_child=3 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.018092248346125266 0.011691748387712638 0.0057859440942135479 -0.0067529912941042798 0.0026424118716097686 -0.011988414984570801 -0.016576306640530995 -0.0050360740848349687 0.0035226012523721087 0.028555911018893737 0.0061809685091960337
leaf_weight=0.0010483281617813195 0.0010350511631338532 0.0019568908073795471 0.0013040005213200744 0.001002457834170481 0.001054744406042538 0.0012507988269290322 0.0015753855935562045 0.0017752374318520065 0.0010044994629563144 0.0012179156727806515
leaf_count=1009 329 452 547 193 87 289 318 402 186 98
internal_value=0 -0.00381741 0.000771739 0.00160387 0.000428166 -0.00802604 0.00330235 0.00590235 0.0125688 -0.00225147
internal_weight=0 0.00430922 0.00326089 0.00991609 0.00888104 0.00225326 0.00662778 0.0050524 0.00277974 0.00227266
internal_count=3910 2008 999 1902 1573 482 1091 773 588 185
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=10
num_cat=0
split_feature=1 3 15 151 3 48 12 3 4
split_gain=3.9356e-05 7.64208e-05 0.000117622 9.21713e-05 5.22301e-05 5.13441e-05 9.33159e-05 0.000175216 6.8711e-05
threshold=0.094485000000000013 -0.115685 -0.0071449999999999994 -0.0080899999999999982 0.086245000000000016 -1.0000000180025095e-35 0.090585000000000013 0.090325000000000003 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2 7 -7 -9
right_child=5 2 4 -5 -6 6 -8 8 -10
leaf_value=0.0056401149841929068 -0.0065102278528440085 -0.0044992012310267736 -0.0049668833352985355 -0.024283297000000263 0.008319796548712767 0.020526759957323615 -0.0045991606905961815 0.010101104410855795 -0.0060697029606820154
leaf_weight=0.0018635136505421165 0.001236232237306456 0.0011157557592669076 0.0015838137221435154 0.0010613614490484172 0.0012020920144186348 0.0016345289515952311 0.0018977499063042545 0.0010062393526093713 0.0015295330782365661
leaf_count=229 134 324 1294 800 76 367 415 122 149
internal_value=0 -0.00265851 -0.00577447 -0.0141441 0.000766194 0.00241717 0.00423593 0.00825645 0.000347159
internal_weight=0 0.00682654 0.00496302 0.00217712 0.00278591 0.00730428 0.00606805 0.0041703 0.00253577
internal_count=3910 2723 2494 1124 1370 1187 1053 638 271
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=16
num_cat=0
split_feature=14 50 159 47 4 158 484 42 43 3 15 151 16 4 2
split_gain=0.000169231 0.000144924 0.000250047 0.000180353 0.000187855 0.000134815 8.97114e-05 8.44748e-05 0.000155975 0.000125888 6.73675e-05 8.63106e-05 0.000169892 6.47699e-05 2.78443e-05
threshold=0.073890000000000011 0.10625000000000001 -0.026594999999999997 0.11926500000000002 0.28937500000000005 0.080045000000000019 0.085515000000000022 -1.0000000180025095e-35 -0.074904999999999985 -0.078669999999999976 0.035895000000000003 -0.0074049999999999993 -0.08909499999999998 -0.060264999999999992 0.11260500000000001
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 -4 9 -9 11 -10 -13 -14 -6
right_child=-2 -3 3 -5 14 -7 -8 8 10 -11 -12 12 13 -15 -16
leaf_value=0.00090546335060723792 -0.00078409025917169136 -0.00065119518020573979 -0.00046253202222215769 -0.00074072242370612897 0.00039367124595180765 -0.00069992821105401958 0.00056006552136394605 0.00011298733357194934 0.00047359712423201413 0.00099746401745166966 -0.00052480004381367899 -0.00083309939416886998 0.00047126789545291189 -0.00016771623256172884 0.00084923279645753046
leaf_weight=0.0013163592937186714 0.0010135714627055028 0.0010942220157367849 0.0013993378501951032 0.0011252906827019507 0.0010310443501856451 0.0010223453773465325 0.0011605154676321934 0.001592970235773955 0.0010806126371715767 0.0010115678842617546 0.00124699295273022 0.0010214154228440626 0.001102522655379581 0.0013649548820387767 0.001032250362968267
leaf_count=328 135 410 735 95 155 313 234 314 83 148 420 58 131 150 201
internal_value=0 3.98562e-05 8.56616e-05 1.46264e-05 7.50526e-05 -1.88935e-05 4.45123e-05 -1.64128e-05 5.77196e-05 0.000456506 -0.000120851 -1.06154e-05 -0.00016059 0.000117796 0.000621585
internal_weight=0 0.0176024 0.0165082 0.0151918 0.0140665 0.0120032 0.0109809 0.00982037 0.00842104 0.00260454 0.0058165 0.00456951 0.00348889 0.00246748 0.00206329
internal_count=3910 3775 3365 3037 2942 2586 2273 2039 1304 462 842 422 339 281 356
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=11
num_cat=0
split_feature=4 151 160 12 13 47 1 3 15 12
split_gain=3.84253e-05 4.83322e-05 6.67585e-05 9.92754e-05 0.000115424 0.000102194 7.25996e-05 0.000115434 4.27303e-05 2.88793e-05
threshold=0.27020000000000005 -0.086249999999999979 -0.082384999999999986 -0.023959999999999995 -0.083514999999999992 0.092255000000000018 0.089075000000000015 -0.079664999999999986 -0.43091499999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 9 6 7 -6 -2 -5
right_child=8 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.0096186631219189814 -0.0012367796349602737 -0.014919835126823341 -0.01393489891682009 0.017994899375415849 -0.01221537357780185 0.010179258871938207 -0.015540434908641355 0.013239329144199105 0.012477902858103233 0.0053735991562822499
leaf_weight=0.0010854354955885772 0.0013513917212485812 0.0011911087929070792 0.0015119528865218711 0.0011905692767165592 0.0011854515099851174 0.0013688704763318996 0.0017935693957045369 0.0010018825944451907 0.0014198838103708245 0.0010310635960643494
leaf_count=302 211 602 223 499 774 155 436 358 261 89
internal_value=0 -0.00146041 -0.00263085 -0.00101939 0.00155974 -0.00283288 -0.00730722 -0.000556147 0.00579004 0.0121373
internal_weight=0 0.0113599 0.0102745 0.00908336 0.00757141 0.00534977 0.0039809 0.00218733 0.00277128 0.00222163
internal_count=3910 3438 3136 2534 2311 1723 1568 1132 472 588
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=15
num_cat=0
split_feature=14 147 484 42 48 47 132 42 160 4 43 0 4 4
split_gain=0.000185535 0.000112658 0.000182355 0.000116681 0.00011599 0.000114833 0.000109445 0.000220152 0.000108467 0.000155144 7.0648e-05 9.48171e-05 0.000103021 5.16205e-05
threshold=0.05884000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.10269500000000001 0.11930500000000001 0.11291500000000002 0.080815000000000012 -1.0000000180025095e-35 -0.08044999999999998 0.25367000000000006 -0.082689999999999986 -0.23029999999999998 -0.0021099999999999995 -0.23071499999999998
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 -4 -9 10 -10 -12 13 -13
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 11 12 -14 -15
leaf_value=-0.0007777353247178044 -0.0007928173048234702 0.00059161363523948303 -0.0007665514580973479 -0.00055403487757446591 -0.00049421650708355658 0.00073484290481387138 0.00070575922031163442 -0.00033571696094848898 0.0005925296036519012 0.00094716161256026821 0.00055630746584377363 -0.00017080936507393187 -0.00051890352010424334 0.00040324266123190284
leaf_weight=0.0010225078779958806 0.0010178316523946204 0.0013197562737359411 0.0011010524167949448 0.0010418507263959447 0.0010558498737609527 0.0011979626068402997 0.0010132917634613639 0.0014102678912929047 0.0010015044469582537 0.0010052451522770955 0.0010007147602202364 0.0010736597559652429 0.0014151113030085611 0.0012560944005841623
leaf_count=555 141 216 748 372 97 80 254 409 173 145 30 126 169 395
internal_value=0 5.37588e-05 5.12355e-06 6.41011e-05 0.000115495 0.000171597 0.000105941 4.03302e-05 0.00014917 0.000250442 0.000128576 3.0664e-05 -0.0001098 0.000138693
internal_weight=0 0.0159149 0.0145951 0.0135726 0.0125308 0.0114749 0.0102769 0.00926365 0.0081626 0.00675233 0.00574708 0.00474558 0.00374487 0.00232975
internal_count=3910 3769 3553 2998 2626 2529 2449 2195 1447 1038 893 720 690 521
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=15
num_cat=0
split_feature=14 484 1 474 0 133 0 16 3 151 2 1 3 48
split_gain=0.000386191 0.000147349 0.000135246 0.000217779 0.000175983 0.000116713 0.000113572 0.00013857 0.000252863 0.000185868 0.000243261 0.000100825 8.44457e-05 3.40793e-07
threshold=0.077685000000000018 -0.0043499999999999988 0.076710000000000014 0.059400000000000008 -0.084074999999999997 1.0000000180025095e-35 -0.017269999999999997 -0.072359999999999994 0.10223 -0.0088999999999999982 0.090420000000000014 0.10080500000000002 -0.115685 0.094800000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 12 7 9 11 -4 -11 -9 -6 -12
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 13 -13 -14 -15
leaf_value=-0.00055013517166406923 -0.001125044841778457 -0.00073230483416702509 -0.00026372828429913384 0.0010306576547689675 0.00072610152742415626 -0.00032413491645561085 0.00072775528336297616 -0.00030820959237964533 -0.0010301375048440955 -2.7083883663067319e-05 0.00098212564963811601 0.00049722839697978081 4.892144026422093e-06 0.00093207065572021403
leaf_weight=0.0013231359378184223 0.0010644113534384455 0.0013532603485765906 0.0017024452468825321 0.001150149989179893 0.0011139680388492224 0.0016630160694083278 0.0011042961187301336 0.0010857581898694735 0.001024051202741294 0.0017243939039906686 0.0010012320546604527 0.0012193109769894558 0.0013001905636976004 0.0010093498086315221
leaf_count=586 126 771 151 205 31 451 242 218 48 340 131 181 368 61
internal_value=0 6.70337e-05 0.000116671 0.000239019 -0.000131633 6.77364e-05 0.000146777 7.3593e-05 -0.000235281 0.000262704 0.000502659 0.000117842 0.000337681 0.000956997
internal_weight=0 0.0177746 0.0164514 0.011021 0.00543044 0.00407717 0.00987084 0.00876654 0.00332912 0.00543742 0.00373498 0.00230507 0.00241416 0.00201058
internal_count=3910 3784 3198 1577 1621 850 1372 1130 447 683 532 399 399 192
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=10
num_cat=0
split_feature=1 42 43 4 160 43 49 12 3
split_gain=3.82474e-05 7.33463e-05 7.51361e-05 9.11296e-05 0.000108923 9.55048e-05 5.96435e-05 0.000119454 0.000201898
threshold=0.10113500000000002 0.087065000000000017 0.0033500000000000005 0.0057500000000000008 -0.026849999999999995 -0.06705499999999999 -0.029304999999999998 0.090840000000000018 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2 8 -8
right_child=6 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.005240549268517314 0.010205360333623561 -0.011043612788856983 0.0083045353568218482 0.00683992624937187 -0.0024832964787068188 -0.021163310923476768 0.020460995623385325 -0.0094980819990368483 -0.0036180790877056741
leaf_weight=0.0010212157587026808 0.0015825771905152467 0.0015282994019754125 0.0016545201875863731 0.0013788749223951225 0.0010385108230351607 0.0012218849968487306 0.0011452844439789828 0.0017161804204156861 0.0018976746127350045
leaf_count=390 256 1055 300 226 468 484 270 273 188
internal_value=0 -0.00214104 1.34748e-05 -0.00292994 -0.00703506 -0.012581 0.0025889 5.61658e-05 0.00544461
internal_weight=0 0.00784331 0.00631501 0.00466049 0.00328161 0.0022604 0.00634172 0.00475914 0.00304296
internal_count=3910 2923 1868 1568 1342 952 987 731 458
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=10
num_cat=0
split_feature=132 13 0 2 13 2 42 4 16
split_gain=3.71868e-05 6.73404e-05 8.57953e-05 7.76512e-05 6.79824e-05 7.16326e-05 7.5681e-05 6.60928e-05 5.64315e-05
threshold=0.080815000000000012 -0.090744999999999978 0.12007500000000002 0.097940000000000013 -0.016579999999999998 0.11230000000000001 -1.0000000180025095e-35 0.0057500000000000008 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -6 -8 -9
right_child=-2 2 -4 -5 5 -7 7 8 -10
leaf_value=-0.0038997453522323271 0.007243765609963493 -0.0091335038570158431 -0.014968586533527383 0.011011459144162454 -0.0068793230218507631 -0.0068845433094287464 0.0005130379363881075 0.0043701423448428926 0.019262069853122576
leaf_weight=0.0011787026303901769 0.0013098072193118886 0.0017459258327993778 0.0010276825710818374 0.0018260576223118243 0.0011179171115710271 0.0018178372557487747 0.0019893827848409987 0.0010125462195218998 0.0010771400062703773
leaf_count=327 395 1480 138 218 643 242 321 80 66
internal_value=0 -0.000768409 -0.00258891 0.00516212 -0.0011367 0.000853629 0.00356034 0.00642145 0.0120463
internal_weight=0 0.0127932 0.00978843 0.00300476 0.00876075 0.00701482 0.00519699 0.00407907 0.00208969
internal_count=3910 3515 2970 545 2832 1352 1110 467 146
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=12
num_cat=0
split_feature=147 11 3 3 15 15 1 3 16 0 12
split_gain=3.74556e-05 8.29521e-05 8.81275e-05 5.969e-05 7.54698e-05 7.88222e-05 9.79686e-05 0.000153528 0.000100287 6.51582e-05 2.55521e-05
threshold=0.088565000000000019 0.081005000000000008 -0.10628499999999998 -0.078669999999999976 0.014775000000000002 -0.017214999999999998 0.094385000000000011 0.10420500000000001 -0.076589999999999978 -0.0046249999999999989 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 6 -5 -8 -9 -7 -1
right_child=-2 -3 3 4 -6 9 7 8 -10 -11 -12
leaf_value=0.0037024206951491246 0.008641066521597884 -0.013636780936876971 -0.011868256136017712 -0.011851509033600872 -0.012490439314322496 0.018264213242345406 0.012512862945650073 0.0043723183576787044 -0.016671862318954508 0.0011060623125676585 0.013999058093584638
leaf_weight=0.0010766348523546564 0.0010652801673961551 0.0010571012567329114 0.0011465070675287055 0.0015321065496415416 0.0010152660484598064 0.0010031520685660697 0.001859937494438739 0.0010161046065859181 0.0010780570649245313 0.0010425222282099637 0.0011527738314037264
leaf_count=124 168 225 1632 445 422 80 370 137 77 89 141
internal_value=0 -0.000733423 0.000410591 -0.00157097 -0.000189696 0.00146839 -0.00153387 0.00246394 -0.00646105 0.00952003 0.00902657
internal_weight=0 0.0129802 0.0119231 0.00969365 0.00854715 0.00753188 0.00548621 0.0039541 0.00209416 0.00204567 0.00222941
internal_count=3910 3742 3517 3252 1620 1198 1029 584 214 169 265
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=11
num_cat=0
split_feature=4 160 11 49 43 4 3 2 4 43
split_gain=3.64625e-05 4.91757e-05 6.14823e-05 6.93425e-05 0.000105686 9.94222e-05 0.000182536 8.61471e-05 7.63272e-05 7.19351e-05
threshold=0.49433000000000005 -0.092169999999999988 0.077330000000000024 0.093425000000000022 -0.073139999999999983 -0.0010999999999999996 0.096385000000000012 0.093815000000000009 -0.23071499999999998 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 8 -7 9 -6 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.01106321757117738 0.0088129318552397015 -0.006702741919507941 -0.011346029730601229 0.012555191919026874 -0.0075844202343829832 -0.021726160625895437 0.0025194956737379696 0.016190096551244329 0.008721419987164334 0.010054564510117853
leaf_weight=0.001019697444698057 0.0010393394314839469 0.0013741821416673396 0.0010213876417281284 0.0011612712457942176 0.0011433450191264479 0.0016106279499229414 0.0013904133009055818 0.0013482316326126481 0.0017395021601565174 0.0011152664232718375
leaf_count=523 258 310 222 433 102 261 127 220 1051 403
internal_value=0 -0.000731157 0.000153871 0.00123317 -0.000119278 -0.00424724 -0.0104929 0.00620967 0.00225448 0.000804487
internal_weight=0 0.0129239 0.0119042 0.0108828 0.00972157 0.00588389 0.00300104 0.00383768 0.00288285 0.00248945
internal_count=3910 3652 3129 2907 2474 1541 388 933 1153 713
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=17
num_cat=0
split_feature=14 133 50 159 0 52 15 457 15 0 3 42 16 4 13 48
split_gain=0.00047433 0.000265841 0.00022169 0.00019205 0.000170742 0.000225748 0.000180042 0.000218752 0.000228644 0.000251003 0.000215697 0.000209895 0.000141954 0.000185971 0.000135008 5.0035e-05
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.026594999999999997 0.059810000000000009 0.094070000000000015 -0.24219999999999997 -0.0034949999999999994 -0.10981499999999998 -0.10575999999999998 -1.0000000180025095e-35 0.091230000000000019 0.081265000000000018 -0.026614999999999996 0.019675000000000002 0.086455000000000018
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 -8 -9 10 -10 12 13 -11 -6 -12
right_child=-2 -3 -4 4 14 -7 7 8 9 11 15 -13 -14 -15 -16 -17
leaf_value=0.00084718973011317807 -0.0012573940827279781 -0.00089180459390266799 -0.00074218630674344817 0.00085951585819492825 0.001013313333873388 -0.00086711182886640645 -0.00083125637192983486 -0.00057661807278955497 0.0013361833785217798 0.00062114285801921263 0.00060757120242958612 0.0006211684207033199 -0.00085042825832058202 -0.00042434522292863651 0.00013355709011724523 2.7187255680688721e-05
leaf_weight=0.0013776357506774953 0.0010817718441837173 0.00104453902686017 0.0010719921681306239 0.0010081002825792157 0.0012229076206038128 0.0010035299263893615 0.0010331967964917555 0.0015651882661494318 0.0010904739228021487 0.001004377842450633 0.0010083073019523719 0.0013055384136529437 0.0011106368902391965 0.0016810627758072267 0.001363107054541679 0.0012047828189571952
leaf_count=256 126 542 331 177 77 308 190 190 105 548 82 223 225 359 124 47
internal_value=0 5.10886e-05 0.000105651 0.00015918 9.84269e-05 8.78496e-06 8.19629e-05 1.07267e-05 9.79787e-05 0.0002236 0.000636418 -4.37208e-05 -0.000272388 -3.33237e-05 0.000549587 0.000291616
internal_weight=0 0.0190954 0.0180508 0.0169788 0.0156012 0.0130152 0.0120117 0.0110036 0.00997037 0.00840518 0.00330356 0.00510162 0.00379608 0.00268544 0.00258601 0.00221309
internal_count=3910 3784 3242 2911 2655 2454 2146 1969 1779 1589 234 1355 1132 907 201 129
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=16
num_cat=0
split_feature=14 48 4 158 15 0 1 0 2 52 1 4 43 151 16
split_gain=0.000243039 0.000116325 0.000154278 0.000165618 0.000217302 0.000203762 0.000206765 0.000187583 0.000182122 0.000233911 0.000125721 8.39113e-05 8.11947e-05 7.54943e-05 6.38477e-05
threshold=0.073890000000000011 0.12675000000000003 0.28937500000000005 0.084710000000000021 -0.11739999999999999 -0.10575999999999998 0.097070000000000004 -0.070894999999999986 0.10113500000000002 -0.088354999999999989 0.11235500000000002 -0.23071499999999998 -0.079109999999999986 -0.0068399999999999989 0.20277000000000003
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 13 12 9 -9 -4 -11 -7 -6 -10
right_child=-2 -3 10 -5 5 7 -8 8 14 11 -12 -13 -14 -15 -16
leaf_value=-0.00076941116760251944 -0.0008998302820291855 -0.00052857894489697981 0.00010052781212261775 -0.00070317428916433591 0.00054112126265693503 -0.00086563462571013485 0.0011182316896279757 -0.00012482405782958842 -0.00063876335451419305 0.0004557038587172707 0.00094257663149962189 0.0012080760981807151 -0.00014895197101101235 -0.00016354421717415396 2.9575785886334756e-05
leaf_weight=0.001022443574255104 0.0010365867103083242 0.0011922597679677556 0.0012958247328991306 0.001087660914278637 0.001011710734766455 0.0010673286617801361 0.0012879378926560769 0.0017062449582891381 0.0010149879109414119 0.0011071148358063054 0.0012252850468935335 0.0010039972336574523 0.0011847015914707246 0.0011582533955611799 0.0010158274854752611
leaf_count=198 135 129 101 321 56 673 102 144 160 62 293 141 1105 99 191
internal_value=0 3.95537e-05 8.13938e-05 2.37913e-06 6.33783e-05 0.000137048 0.000520039 -2.64478e-05 0.000151526 0.000394105 0.000509772 0.000813515 -0.000488617 0.000164995 -0.000304456
internal_weight=0 0.0173816 0.0161893 0.0136682 0.0125805 0.0115581 0.0034579 0.0081002 0.00584817 0.00381736 0.00252111 0.00211111 0.00225203 0.00216996 0.00203082
internal_count=3910 3775 3646 3252 2931 2733 257 2476 698 347 394 203 1778 155 351
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=17
num_cat=0
split_feature=14 133 50 159 133 4 47 42 15 1 484 16 1 3 2 2
split_gain=0.00041818 0.000177544 0.000201493 0.000181654 0.000190468 0.000231106 0.000148795 0.000222965 0.000160724 0.000149998 0.000249114 0.000134739 0.000191538 0.000134585 0.000132085 0.000156588
threshold=0.077685000000000018 0.10599500000000002 0.10625000000000001 -0.026594999999999997 0.083815000000000014 -0.032604999999999995 0.11926500000000002 0.097255000000000022 0.035895000000000003 0.094485000000000013 0.073820000000000011 -0.091624999999999984 0.11183500000000002 -0.075404999999999986 0.089910000000000004 0.096970000000000015
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 -6 7 8 9 10 14 13 -13 -11 -5 -16
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 11 -12 12 -14 -15 15 -17
leaf_value=0.00081417044893048937 -0.0012212881080047172 -0.00074616587266699652 -0.00072061130025332851 -0.00090453138480863339 0.0012818541527784188 -2.7033000063868273e-05 -0.00067315785872981715 0.00093386616022191776 -0.00055969273055102081 0.00054580683389474863 0.00060727936452556551 0.0011547894803884905 4.0533753230006423e-05 -0.00039296207434198153 0.00044029284805171761 -0.00061600027088060496
leaf_weight=0.0014237463046641403 0.0010561715699528426 0.0010291195513135098 0.0011042244392140783 0.0013677907426926979 0.0010505284196221255 0.0010243641175751396 0.0011621178512899464 0.0010306007919905118 0.0017798396274256141 0.0010078545523123095 0.0011976876575731099 0.0013226285454170927 0.0010753609516028963 0.0014065080794285938 0.001005529992139125 0.0011643943031637294
leaf_count=256 126 542 331 243 101 433 76 180 745 75 115 174 150 143 101 119
internal_value=0 4.60729e-05 9.106e-05 0.000143723 8.25152e-05 0.000635663 -2.37358e-06 6.07044e-05 -1.87371e-05 8.21049e-05 -0.00016565 0.000325898 0.00065511 -1.08121e-06 -0.000427324 -0.00012652
internal_weight=0 0.0191523 0.0181232 0.017019 0.0155952 0.00207489 0.0135203 0.0123582 0.0113276 0.00954775 0.0047354 0.00481235 0.00239799 0.00241436 0.00353772 0.00216992
internal_count=3910 3784 3242 2911 2655 534 2121 2045 1865 1120 578 542 324 218 463 220
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=13
num_cat=0
split_feature=14 47 1 4 52 159 160 15 4 4 15 4
split_gain=0.000345453 0.000135743 0.000182372 0.000129796 0.000124348 0.00011346 0.000257148 0.000111076 0.00012112 0.000150801 0.000174424 8.01238e-05
threshold=0.073890000000000011 0.13206500000000002 0.11235500000000002 0.24280000000000004 0.11401500000000002 0.09141500000000001 -0.026849999999999995 -0.095799999999999982 -0.49269499999999994 -0.078094999999999984 -0.03231499999999999 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 -9 -10 11 -11
right_child=-2 -3 3 -5 -6 -7 7 8 9 10 -12 -13
leaf_value=0.00098379245025891114 -0.0010604949836930267 -0.00056594765971430176 0.00012566614467418295 0.00082954336795557386 -0.0005474628083070789 -0.00053729557208043979 -0.00039465002666309829 -0.00044535317316872643 0.00067042002492030271 5.1799438968357853e-06 -0.00048446981443614191 0.00072354841594000463
leaf_weight=0.0010847217323677978 0.0010491318543019981 0.001168338187658823 0.0019350826240617316 0.0017924552847834883 0.0013696829955222216 0.0010351117442315679 0.0018819073682492362 0.0011084347575751607 0.0018852895605168066 0.001145541116660714 0.0014836970567122182 0.0010634138137267345
leaf_count=424 135 81 238 321 487 252 266 130 768 240 392 176
internal_value=0 5.39211e-05 9.98001e-05 0.000464138 -1.28312e-05 5.56819e-05 0.000119268 9.82168e-06 0.000123662 0.000236735 1.53166e-05 0.00035101
internal_weight=0 0.0169537 0.0157853 0.00372754 0.0120578 0.0106881 0.00965301 0.00856828 0.00668638 0.00557794 0.00369265 0.00220895
internal_count=3910 3775 3694 559 3135 2648 2396 1972 1706 1576 808 416
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=12
num_cat=0
split_feature=147 159 1 42 151 4 16 48 2 43 4
split_gain=3.87383e-05 6.5799e-05 8.34979e-05 7.59259e-05 9.16645e-05 0.000102648 0.000126601 6.32144e-05 6.31409e-05 5.67357e-05 2.703e-05
threshold=0.089245000000000005 -0.034019999999999988 0.12958500000000003 0.093230000000000021 -0.0088999999999999982 0.25367000000000006 -0.095609999999999987 0.085575000000000012 0.090190000000000006 -0.083899999999999988 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 9 -3 -8 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.014067337814389638 0.010650193405878068 0.00059045458958225121 0.013876475716714166 -0.014025682612809154 -0.015301834764975517 0.017276869590002651 0.011805523690475722 0.016767062068400781 -0.018991136387967282 0.0017242582970090695 -0.01102868834948657
leaf_weight=0.0011425557610045258 0.0010340743678445155 0.0010239812247154678 0.0013391624942887684 0.0013582324841354384 0.0013348163284847671 0.0014535925175946235 0.0010583711106189565 0.0011073948445222406 0.0011571817145213381 0.0011450843493794095 0.0010520430382958783
leaf_count=513 159 288 266 521 274 150 338 193 169 619 420
internal_value=0 -0.000894979 0.000356087 -0.00133753 0.000509079 0.00365284 0.000177091 0.00491283 -0.00979825 0.000880477 -0.00438219
internal_weight=0 0.0131724 0.0120299 0.0106907 0.00933247 0.0071513 0.00569771 0.00436289 0.00218116 0.0032555 0.00219713
internal_count=3910 3751 3238 2972 2451 1994 1844 1570 457 1377 1039
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=11
num_cat=0
split_feature=48 4 42 43 39 49 1 3 42 2
split_gain=3.59676e-05 8.22994e-05 5.60446e-05 8.4999e-05 0.000100767 8.02649e-05 0.000114318 5.95462e-05 0.000127644 4.38166e-05
threshold=0.11930500000000001 0.28937500000000005 0.092635000000000009 0.12326000000000002 0.088755000000000014 -0.085174999999999987 0.094485000000000013 0.086245000000000016 0.083725000000000008 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -3
right_child=-2 9 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.010449018600602657 -0.0081742099104891268 0.0028368995609866169 -0.0091354211568835299 0.013228826208374841 -0.014819759840859339 -0.012718316429771346 0.012736701239412276 0.0073789997776041848 0.0076692103030604544 0.016223103996377563
leaf_weight=0.0011769786381297543 0.0011120983782689784 0.0011801257184594091 0.0016116382803954563 0.0010181667648316304 0.001052207921503694 0.0018073874557289343 0.0018522355543456612 0.0012199358034705732 0.0010947886866083658 0.0010053987395695688
leaf_count=166 161 167 637 204 107 962 358 106 821 221
internal_value=0 0.000654091 -0.00102859 0.000388207 -0.00120548 0.000797648 0.0030133 -0.00135582 -0.00502752 0.00899491
internal_weight=0 0.0130189 0.0108333 0.0092217 0.00820353 0.00715133 0.00597435 0.00412211 0.00290218 0.00218552
internal_count=3910 3749 3361 2724 2520 2413 2247 1889 1783 388
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=10
num_cat=0
split_feature=1 0 133 47 2 2 150 16 1
split_gain=3.18556e-05 0.000118601 6.20381e-05 4.65885e-05 7.60844e-05 7.61408e-05 7.0374e-05 7.37194e-05 6.28032e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.086425000000000016 0.11462500000000002 0.097135000000000013 0.087235000000000021 -0.067969999999999989 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2 -5
right_child=3 2 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.018089863882532947 0.019776248575163431 0.0065127968600825108 -0.0072751853947946926 -0.0090052291231436012 0.014089582840948031 -0.0081152092276840782 -0.0048305067766932861 0.0028579567347624718 0.0056213866992463942
leaf_weight=0.0010267791338066301 0.0010071341921167667 0.0019645203993115066 0.0013053086667272583 0.0018924957114949507 0.0013697598914227914 0.0015268778339689593 0.0012328315691061686 0.0016058598936427339 0.001124755863058843
leaf_count=1009 409 452 547 309 321 265 121 404 73
internal_value=0 -0.00355539 0.00100866 0.00151033 0.00377607 0.00114666 0.00482383 0.00937882 -0.00355279
internal_weight=0 0.00429661 0.00326983 0.00975971 0.00674246 0.0053727 0.00384583 0.00261299 0.00301725
internal_count=3910 2008 999 1902 1520 1199 934 813 382
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=14
num_cat=0
split_feature=14 47 1 0 474 14 0 48 15 15 16 1 15
split_gain=0.000235704 0.000110869 0.000131607 0.000200778 0.000172059 0.000235705 0.00018876 0.000215954 0.000191362 0.000128452 0.000127866 0.000105927 7.33762e-05
threshold=0.064610000000000015 0.13206500000000002 1.0000000180025095e-35 -0.084074999999999997 0.059400000000000008 -0.13131999999999996 -0.10575999999999998 0.086285000000000014 -0.03231499999999999 0.024640000000000006 0.22945500000000005 0.11026000000000001 -0.097794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 11 -8 10 -5 -7 -9
right_child=-2 -3 4 9 -6 6 8 12 -10 -11 -12 -13 -14
leaf_value=-0.0008393233295937143 -0.0009099122804166501 -0.00050730235978666916 -0.00066534799465052454 -0.00049106812980151393 0.00085352339797881529 0.00053861676939786531 0.00029023966514111295 0.00046728269274900249 -0.000623343197205134 0.00059799876322385096 0.00030528553252264499 0.0013726103976465778 -0.00022558985257072224
leaf_weight=0.0012397212947796304 0.0010215205841873831 0.0012660632330185875 0.0012382285267102744 0.0018032291263166489 0.0013348473436594057 0.0012587692400471435 0.0019662798983717611 0.0010004250665508474 0.0014887738490164098 0.001121743592490617 0.0012697106999445922 0.0010178586335031969 0.0012971678987175883
leaf_count=989 138 81 112 230 245 113 396 71 614 563 190 88 80
internal_value=0 4.03536e-05 8.35897e-05 -0.000159651 0.000208267 0.000115327 0.000235718 0.000491881 -0.000103421 4.1223e-05 -0.000162022 0.000911487 7.61029e-05
internal_weight=0 0.0173028 0.0160368 0.0054344 0.0106024 0.0092675 0.00802927 0.00457422 0.00345505 0.00419468 0.00307294 0.00227663 0.00229759
internal_count=3910 3772 3691 1972 1719 1474 1362 352 1010 983 420 201 151
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15 49 1
split_gain=3.31479e-05 4.43174e-05 8.23646e-05 7.2528e-05 0.000112044 0.000120596 8.16791e-05 0.000222836 0.000130444 8.11831e-05 7.69489e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 -0.0088999999999999982 0.11203000000000002 0.099015000000000006 -0.064869999999999983 -0.053904999999999988 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 8 -7 -5 -6
right_child=1 -3 -4 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.0093345420332061092 0.014164495041557656 0.011033375187488832 -0.015371950406059093 0.002021664651258648 -0.02283029237354843 -0.010041927499610557 -0.0055427864394669308 0.033124751305915759 0.012789720489406426 -0.019121083063594446 -0.0014303858138085348
leaf_weight=0.0010805412935085993 0.0011608021984742282 0.0011586381294150334 0.001008229883183053 0.0011453847367506147 0.0010024907063822686 0.0012861257630359549 0.001208387260162912 0.0010245926939349559 0.0018738908171420001 0.0010711766763977825 0.0010469359016975141
leaf_count=627 155 216 116 185 815 263 220 210 668 257 178
internal_value=0 0.000729145 -0.000280227 0.00112608 -0.000440859 0.00264489 0.00710049 0.0107515 0.00349725 -0.00819579 -0.0118983
internal_weight=0 0.0129867 0.011828 0.0108198 0.00965898 0.00760956 0.005393 0.00418461 0.00316002 0.00221656 0.00204943
internal_count=3910 3283 3067 2951 2796 1803 1361 1141 931 442 993
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=12
num_cat=0
split_feature=52 376 150 151 1 52 160 52 4 3 4
split_gain=3.6664e-05 5.88986e-05 6.15689e-05 8.56693e-05 8.43169e-05 9.70012e-05 9.66479e-05 0.000173671 9.22066e-05 8.17947e-05 4.16695e-05
threshold=-0.27466499999999994 0.048375000000000008 0.083205000000000015 -0.056409999999999995 0.10752500000000002 0.10218500000000001 -0.013224999999999999 0.048490000000000012 0.050655000000000006 -0.075404999999999986 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -8 -6 -11
right_child=1 -3 3 -5 9 -7 7 -9 -10 10 -12
leaf_value=-0.0091156172110346319 0.010897565790378708 0.010720488304739321 0.016026075962498637 -0.0019652587346749742 0.01557669608598131 -0.019850933391558658 -0.025116279128069824 0.0092448652294084364 -0.0044011635049762158 -0.008562519751208671 0.00545179199598049
leaf_weight=0.001068086771122456 0.0010021443403310905 0.0013686952435866982 0.0012529665688612085 0.0015281555988322128 0.001057920064130094 0.0011165750657313022 0.0011843777313460275 0.0011210297117222453 0.0010584993823114439 0.0011223006773899422 0.0010859143198226342
leaf_count=425 402 200 249 165 119 570 703 560 182 131 204
internal_value=0 0.000717382 -0.000470072 0.0061403 -0.00257143 -0.00643599 -0.00300525 -0.00714705 -0.01534 0.00391575 -0.00167083
internal_weight=0 0.0128986 0.0115299 0.00278112 0.00874876 0.00548263 0.00436605 0.00336391 0.00224288 0.00326614 0.00220821
internal_count=3910 3485 3285 414 2871 2417 1847 1445 885 454 335
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=14
num_cat=0
split_feature=14 48 484 0 16 4 42 13 43 49 2 3 0
split_gain=0.000193721 0.00011016 0.000138507 0.000142334 0.000165867 0.000244758 0.000100719 8.92176e-05 0.0001941 8.52292e-05 8.50627e-05 0.000177731 0.000148869
threshold=0.05884000000000001 0.12675000000000003 -0.0043499999999999988 -0.13027499999999997 -0.073459999999999984 0.27020000000000005 0.10138000000000001 0.076210000000000014 -0.24333999999999997 -0.052649999999999995 0.097360000000000016 -0.013944999999999997 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 -5 11 12 -11
right_child=-2 -3 3 6 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00059690656952213043 -0.00083284297937915002 -0.0005414626520976203 -0.00028079361066194326 -0.00051491542005790644 0.00095841769688210479 0.00091792719283121478 -0.00056210612365943397 -9.3380906109242478e-05 0.0010260338863450442 -0.00036254990019858623 0.00039718290851391085 -0.00080248922196576205 0.00065273250054130171
leaf_weight=0.0010451879818597102 0.0010199596387048529 0.001134490462795546 0.0017953678067655771 0.0011882158143889723 0.0015273823691635529 0.0010309129382524039 0.0010498604982311028 0.0013474702830291452 0.0010671834688432032 0.0010298159304323257 0.0019008577346187926 0.0010212535879819754 0.0012049097573089106
leaf_count=562 141 129 123 222 115 133 367 126 170 1189 383 144 106
internal_value=0 4.79489e-05 9.19167e-05 0.000142749 0.000437803 0.000156451 1.17989e-05 8.0582e-05 0.000401357 -4.14911e-05 6.75932e-05 -0.000124823 0.000184866
internal_weight=0 0.0163429 0.0152084 0.0141632 0.00435366 0.00282628 0.00980957 0.00875971 0.00241465 0.00634505 0.00515684 0.00325598 0.00223473
internal_count=3910 3769 3640 3078 371 256 2707 2340 296 2044 1822 1439 1295
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=10
num_cat=0
split_feature=147 11 3 16 16 2 13 12 15
split_gain=3.12918e-05 8.4231e-05 9.04915e-05 7.49184e-05 6.74464e-05 5.43975e-05 0.0001397 6.9393e-05 8.49912e-05
threshold=0.089245000000000005 0.081005000000000008 -0.12008499999999998 -0.30307999999999996 -0.110495 0.097940000000000013 -0.00059999999999999995 0.051320000000000005 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 -6
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=0.01177803789616625 0.0089152188661876727 -0.015205920876062227 -0.0129239393443137 0.010480716875739014 -0.0081123452252865498 0.016976589503673454 -0.0081833269721432247 -0.013873531815497983 0.0095784643458947244
leaf_weight=0.0017212781209786114 0.0010193445660433989 0.0010421822855337182 0.0013693718103107112 0.0015460500838737571 0.0017525187568875195 0.0012663644166230679 0.0012200672804647534 0.0016437940158875878 0.0013565478802487329
leaf_count=191 159 225 343 249 170 388 226 1815 144
internal_value=0 -0.00074177 0.000527538 -0.00137948 0.000419953 -0.00172866 0.00463087 -0.00505561 -0.000393492
internal_weight=0 0.0129182 0.011876 0.0101547 0.00878534 0.00723929 0.00248643 0.00475286 0.00310907
internal_count=3910 3751 3526 3335 2992 2743 614 2129 314
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=10
num_cat=0
split_feature=1 0 133 151 4 1 16 16 3
split_gain=3.44417e-05 9.70683e-05 5.43582e-05 4.6267e-05 0.000100136 7.72701e-05 6.475e-05 7.79947e-05 9.60391e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.086249999999999979 0.24280000000000004 0.11235500000000002 -0.094359999999999986 -0.055679999999999993 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -5 -8 -9
right_child=3 2 -4 4 5 -7 7 8 -10
leaf_value=-0.021200506692788838 0.012891741383535786 0.0070078816487071129 -0.0091079469556020632 -0.016217497356725556 -0.0017678908440332819 0.018271778704648151 0.012689948104615663 0.0067321738428136159 -0.015349071886152149
leaf_weight=0.0010014351043548765 0.0012548687567901654 0.0019308189034403477 0.0013019002735654671 0.001328935140802576 0.0012721987240527229 0.0016317688090611352 0.0011559347857400823 0.001274056759579675 0.0017193963143450526
leaf_count=1009 194 452 547 184 108 316 377 507 216
internal_value=0 -0.00461901 0.000517617 0.00197635 0.000342269 0.0094926 -0.00450817 -0.000757995 -0.00595098
internal_weight=0 0.00423415 0.00323272 0.00963716 0.00838229 0.00290397 0.00547832 0.00414939 0.00299345
internal_count=3910 2008 999 1902 1708 424 1284 1100 723
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=12
num_cat=0
split_feature=49 3 12 3 43 1 2 3 1 3 47
split_gain=2.9752e-05 0.000128829 8.48709e-05 7.89383e-05 9.18075e-05 6.85432e-05 6.50436e-05 6.37725e-05 6.50622e-05 4.1736e-05 2.00839e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.080120000000000011 -0.084129999999999996 -0.074254999999999988 0.099595000000000017 0.086130000000000012 0.096385000000000012 0.094485000000000013 -0.023079999999999996 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 -5 -3 -4 8 9 -2 -9
right_child=2 5 3 4 -6 -7 -8 10 -10 -11 -12
leaf_value=0.019648725088960928 0.011238753286582989 -0.012454732880610064 -0.025940591174717715 0.011516420429575638 -0.011632894395023371 0.0073214498889465178 -0.0056838699919925561 0.00067418284838352517 0.020698065383547664 -0.0050887210861861763 -0.010107853144219654
leaf_weight=0.0012625719344958718 0.0010396055630459973 0.0013180914090193743 0.0010737134829077902 0.0011622684629253659 0.0011901436916668927 0.0011065560124257313 0.0011029717502391342 0.0013576429868941741 0.0010310601218248634 0.001112277562466334 0.0010528153787470185
leaf_count=180 84 159 533 511 944 220 595 182 247 166 89
internal_value=0 0.00447303 -0.00167382 -0.00763542 -0.000195392 -0.00342932 -0.0156761 0.00315342 0.00859731 0.00279932 -0.00403508
internal_weight=0 0.00368722 0.0101225 0.0045291 0.00235241 0.00242465 0.00217669 0.0055934 0.00318294 0.00215188 0.00241046
internal_count=3910 559 3351 2583 1455 379 1128 768 497 250 271
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=10
num_cat=0
split_feature=484 42 47 159 1 0 2 12 4
split_gain=2.91622e-05 4.24221e-05 7.31289e-05 6.4713e-05 0.000125558 8.31098e-05 0.000113491 8.56496e-05 8.51127e-05
threshold=-1.0000000180025095e-35 0.10138000000000001 0.10783500000000001 0.073745000000000019 0.11215000000000001 -0.23029999999999998 0.10362500000000001 0.090385000000000007 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0081698743290477219 0.013305845765997935 -0.0093800758149497013 0.011510505207045664 0.0087900819297974872 -0.013926011603600878 0.0065329322476046121 -0.014208090354163008 0.013716539616405767 -0.011834080959127502
leaf_weight=0.0010558571931447566 0.0012197265765618893 0.0010092138030785994 0.001638237902813749 0.0017532914783046786 0.0017969251790610971 0.0013575948808607732 0.0013521225688075227 0.0012860858187305423 0.0012705109830298672
leaf_count=627 83 421 171 453 236 690 331 492 406
internal_value=0 0.000652083 0.00151932 -0.000111557 -0.00199581 0.0013094 -0.00146909 0.00293148 -0.00234627
internal_weight=0 0.0126837 0.0116745 0.0100363 0.00828297 0.00648604 0.00526631 0.00391419 0.00262811
internal_count=3910 3283 2862 2691 2238 2002 1919 1588 1096
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=10
num_cat=0
split_feature=52 376 47 1 4 15 16 3 16
split_gain=3.19402e-05 5.14731e-05 6.02543e-05 8.36358e-05 8.1431e-05 0.000110259 0.000137855 6.62464e-05 6.14168e-05
threshold=-0.27466499999999994 0.048375000000000008 0.09252500000000001 1.0000000180025095e-35 0.0057500000000000008 -0.43091499999999999 -0.094359999999999986 0.045635000000000002 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -7 -5 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0096902245284991324 -0.014562519793288854 0.011420144405107358 -0.010130361175714362 0.0076677129097328031 -0.0033363780871191228 0.00561485983526338 0.032759317633759971 -0.010665345203590665 0.0016811972039953674
leaf_weight=0.0010423512918304274 0.0015395300475439949 0.0013386685469989846 0.001798790825883201 0.0011534336493235131 0.0012672208101465183 0.0014159868190235588 0.0010941961900139373 0.0014905681927615891 0.0015321020819434939
leaf_count=425 1449 200 309 657 173 201 69 190 237
internal_value=0 0.000770853 -0.000491642 0.00133475 0.00506346 0.0104749 0.0174472 -0.00266763 -0.0064603
internal_weight=0 0.0126305 0.0112918 0.00949304 0.00642141 0.0037774 0.00251018 0.002644 0.00307163
internal_count=3910 3485 3285 2976 1290 443 270 847 1686
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=14
num_cat=0
split_feature=14 484 474 132 160 42 160 1 12 12 42 0 3
split_gain=0.000218147 0.000129184 0.000111653 7.78207e-05 0.000141348 0.00015991 0.000169782 0.000125859 0.000199198 0.00019407 0.000206688 0.000111164 8.97378e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 -0.080734999999999987 -1.0000000180025095e-35 0.092810000000000017 0.12864500000000004 0.098845000000000016 0.08401500000000002 0.085330000000000003 -0.10071499999999999 0.090325000000000003
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 11 -11 12 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00053980819256183412 -0.00084498170147020827 -0.00059108094243596435 0.00061729431953731111 0.00049832026420086682 -0.00049368707901016064 0.00068269223439277075 -0.00048631065965204138 0.0008776845240560415 -0.00050053456175321064 0.0012483876660736922 0.00012307753448756402 -0.00036677983462657111 -5.8110861261958911e-05
leaf_weight=0.0011859839238665968 0.0010069421748560075 0.0012529736026884357 0.0013792667414330639 0.0012733631636302487 0.0015096915412501953 0.0011366452462166082 0.0012352014237623924 0.001034213190830806 0.0012788496515830708 0.0012907165076952998 0.0010524495901413217 0.0014087243935207048 0.0011876873188914061
leaf_count=583 138 423 374 273 682 77 132 153 152 144 477 194 108
internal_value=0 5.90332e-05 0.000106256 5.46574e-05 9.05018e-06 7.65853e-05 0.000166038 0.000262087 0.000175526 0.000317815 0.000742947 5.09689e-05 0.000304157
internal_weight=0 0.0162258 0.0150398 0.0136605 0.0123872 0.0111342 0.00962449 0.00838929 0.00735507 0.00607622 0.00234317 0.00373306 0.00232433
internal_count=3910 3772 3189 2815 2542 2119 1437 1305 1152 1000 621 379 185
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=12
num_cat=0
split_feature=14 484 474 1 12 4 2 3 151 12 1
split_gain=0.000142809 9.79026e-05 9.5061e-05 0.000106824 0.00010449 0.000178101 0.000160619 0.000162022 0.000202184 0.000113274 9.54e-05
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.098845000000000016 -0.0017649999999999999 0.086915000000000006 0.11818000000000002 -0.0088999999999999982 0.088325000000000015 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -7 8 -8 10 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00051085588207421375 -0.00071470292649985731 -0.00016388302391548242 0.00056251334083394174 0.0004487481183335301 -0.00046785894388273898 -0.00075778840710116204 -0.00028269026293618833 -0.00056928036365993932 0.00083360129010501857 0.00076595268755293047 0.00052986016557034254
leaf_weight=0.0011355196460207462 0.0010048588527455096 0.001871480363778791 0.001342830867287338 0.0018905783784800888 0.0018127297071619678 0.0014288811661693568 0.0011629114020525952 0.0012123001106441045 0.0012377624451888848 0.0014082604077288305 0.0012035972102338484
leaf_count=583 144 546 374 270 406 189 100 69 294 685 250
internal_value=0 3.2813e-05 7.51802e-05 2.57108e-05 -4.48299e-05 3.56763e-05 -0.000212198 3.57545e-06 0.000292858 0.00031443 0.000107651
internal_weight=0 0.0157069 0.0145713 0.0132285 0.0113379 0.00952519 0.00504186 0.00361297 0.00240067 0.00448334 0.00307508
internal_count=3910 3766 3183 2809 2539 2133 652 463 394 1481 796
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=10
num_cat=0
split_feature=475 42 151 160 43 4 4 42 2
split_gain=3.0224e-05 6.72612e-05 6.39292e-05 0.000100864 0.000122597 0.000113034 0.000109174 9.46802e-05 6.0909e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -1.0000000180025095e-35 -0.074254999999999988 0.24280000000000004 -0.0025899999999999994 0.092395000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 8 -5 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.0077276488566871068 -0.0093436963434747351 -0.0085278355650801538 -0.01067709143571491 0.029194550646904883 0.016221304462536518 0.015031938285714865 -0.012253735314704658 0.005747472721823685 -0.0028298611958324778
leaf_weight=0.0014443081877835969 0.0017483856530535634 0.0014204181703963053 0.0012304149493483395 0.0011422303329912988 0.0010071398148851136 0.0015920500019878884 0.0019583387790640902 0.001046365461353743 0.0011283085361621925
leaf_count=621 994 242 611 247 500 194 217 141 143
internal_value=0 0.000884246 0.00258324 0.00431665 0.00665948 0.00230024 -0.00265104 0.0179845 0.00615522
internal_weight=0 0.0122737 0.0105253 0.00910485 0.00787443 0.00568584 0.00409379 0.0021886 0.00213545
internal_count=3910 3289 2295 2053 1442 1054 860 388 643
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=14
num_cat=0
split_feature=14 1 157 16 12 0 2 3 15 4 42 4 12
split_gain=0.00034977 0.000100248 0.000150053 0.000160889 0.000178543 0.000152882 0.000243935 0.000179942 0.00015083 0.000143911 0.0001123 7.77055e-05 4.4925e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.072409999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.15713499999999997 1.0000000180025095e-35 0.11265500000000002 -0.055679999999999993 -0.084009999999999987 1.0000000180025095e-35 -0.49837999999999999 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 -5 7 10 -4 -6 11 -7 -1 -11
right_child=-2 2 3 4 8 6 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.00028684735487459874 -0.0011213133802414209 0.0007582284941134587 0.00033473695390127923 0.00033517991198423125 -0.0011095576190631575 0.00059284099210991524 0.0012062020048704187 -0.00066346284568959319 -0.00012024725011384443 -0.00082984860971877102 -0.00030874881213859023 0.00038161185247809779 -0.00028508669547047921
leaf_weight=0.0010563448386550905 0.0010125686820496712 0.0014462719141257177 0.0017590616718576235 0.0013325711167098096 0.0010664267216748333 0.0010519118982507342 0.0013387130388614584 0.0011470800469304265 0.0013331966826780712 0.001007122920948476 0.001072924573336017 0.0018214338139864823 0.001378850195641794
leaf_count=36 135 249 116 163 147 223 222 81 331 471 260 367 1109
internal_value=0 6.52983e-05 0.000167522 8.29513e-05 -0.000240321 0.000272366 0.000550623 -5.92614e-05 -0.000559911 -0.00015897 0.000137588 0.000136241 -0.000515032
internal_weight=0 0.0168119 0.0115482 0.0101019 0.00373219 0.00636969 0.00346355 0.00290614 0.00239962 0.00526375 0.00212484 0.00287778 0.00238597
internal_count=3910 3775 1792 1543 641 902 705 197 478 1983 483 403 1580
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=11
num_cat=0
split_feature=2 0 52 3 16 13 43 15 1 1
split_gain=3.46065e-05 8.38627e-05 7.49145e-05 7.17756e-05 6.0497e-05 8.9573e-05 7.62349e-05 5.67621e-05 5.10075e-05 8.04572e-05
threshold=0.10946500000000002 0.12346000000000001 0.09086000000000001 0.11265500000000002 -0.17157499999999998 -0.084184999999999996 -0.14624499999999999 -0.10981499999999998 0.086560000000000012 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 -6 -7 -1 -8 -10
right_child=2 -3 -4 -5 5 6 8 -9 9 -11
leaf_value=-0.0016433782572693428 0.0092026225263980351 -0.015780930861909154 0.016320403520644969 -0.010429527103629757 -0.018395396394078237 -0.012597850159921839 0.01495913815709175 0.017056158915524301 -0.011834254154415046 0.0094297934310746904
leaf_weight=0.0010731943972121056 0.0012683538052222182 0.0013467928348443606 0.0013190151431034525 0.0013980153294461512 0.00108818967365214 0.0011970210599759647 0.001187977101867215 0.0012605649686588585 0.0011427590297183009 0.0014312817107059771
leaf_count=163 398 111 195 174 725 227 1032 166 339 380
internal_value=0 -0.00193984 0.00467167 -0.00109079 0.000284365 -0.00286966 0.000537244 0.00845706 0.00471665 -1.04932e-05
internal_weight=0 0.00972778 0.00398538 0.00266637 0.00838099 0.00604723 0.00495904 0.00233376 0.00376202 0.00257404
internal_count=3910 3143 767 572 3032 2703 1978 329 1751 719
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=11
num_cat=0
split_feature=13 39 48 51 0 3 1 16 12 15
split_gain=3.18587e-05 6.34059e-05 7.62196e-05 0.000114128 0.00010605 0.000129968 8.97523e-05 7.76454e-05 4.95373e-05 8.18118e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11379500000000002 0.08955500000000001 -0.10575999999999998 -0.13927999999999999 0.10937500000000001 -0.095609999999999987 0.094045000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -7
right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11
leaf_value=0.0061968670821487279 -0.0073994776034679048 0.0080898703296546064 -0.013962135805341169 -0.01535625750940498 0.009796487998158205 -0.01383792497492492 0.018864526297838316 0.010763322199453928 -0.015886959941388092 0.0041713856210662112
leaf_weight=0.0016740669243282416 0.0010367796437795868 0.0015796327399740353 0.0011415148327932724 0.0010966313412137723 0.0012781038643273623 0.0010637861373277726 0.0011199445681429054 0.0011430952721990387 0.0012268056726634866 0.0012882418643618203
leaf_count=210 205 380 121 332 188 681 50 136 621 986
internal_value=0 -0.000881549 -0.00224487 -0.000799402 0.00115769 -0.00335934 0.00780621 0.00212484 -0.00805767 -0.00397395
internal_weight=0 0.0119745 0.0103949 0.00925339 0.00815676 0.00485694 0.00329982 0.00217987 0.00357883 0.00235203
internal_count=3910 3700 3320 3199 2867 2476 391 341 2288 1667
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=13
num_cat=0
split_feature=14 1 13 3 47 0 52 0 4 4 4 16
split_gain=0.000204099 9.27676e-05 0.000116481 0.000125141 0.000146838 0.000253196 0.000231588 0.000229606 0.000137608 0.000111363 5.00688e-05 4.47267e-05
threshold=0.05884000000000001 0.077800000000000022 -0.090394999999999989 -0.10315499999999998 0.09252500000000001 -0.087614999999999985 -0.066329999999999986 -0.06402999999999999 0.15045000000000003 -0.084009999999999987 -0.49269499999999994 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 6 -5 -6 -8 10 -1 -11
right_child=-2 2 3 4 7 -7 8 -9 -10 11 -12 -13
leaf_value=-0.00022691326578643388 -0.00083415735110649314 0.00057846848466886044 0.00059068349673440095 -0.00018687834871715346 -0.0011222934554044406 -0.00066528125444434677 0.0011839176327121199 0.0001532209346686595 0.00024018736125851314 -0.00077379633178468197 0.00031084607821877801 -0.00022889041148399302
leaf_weight=0.0010521942848004187 0.0010198478894856552 0.0019598872434200372 0.0013727286086013405 0.0016482032151703269 0.0010233332509179942 0.0011391903795713336 0.0012616436928838699 0.0010635292172720689 0.0010429514801389376 0.001034032990615801 0.0016324651778457156 0.0012057355275563206
leaf_count=42 141 343 226 110 190 657 78 63 111 878 367 704
internal_value=0 5.37658e-05 0.000155768 5.88913e-05 -4.27972e-05 0.000133207 0.000363331 -0.000472252 0.00075683 -0.000163963 0.000100083 -0.000480457
internal_weight=0 0.0154359 0.0105115 0.00855158 0.00717885 0.00509199 0.0039528 0.00208686 0.0023046 0.00492443 0.00268466 0.00223977
internal_count=3910 3769 1778 1435 1209 956 299 253 189 1991 409 1582
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=14
num_cat=0
split_feature=14 484 474 1 1 12 42 12 52 3 4 16 16
split_gain=0.00025842 9.88026e-05 0.000102519 0.000105912 0.000120887 0.000207183 0.000214219 0.000221399 0.000146476 0.00011384 0.000230444 6.23316e-05 5.54575e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.11052000000000002 0.10058500000000002 -1.0000000180025095e-35 0.090385000000000007 0.092885000000000009 -0.0026499999999999996 0.0057500000000000008 0.28937500000000005 -0.23935499999999996
decision_type=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 -5 -6
right_child=-2 2 -4 11 12 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00048433003438209027 -0.0009527829898139 -0.00067777746425661727 0.00059011719693800586 0.0008003909451260808 -0.00017033101895823864 -0.00075302979663783697 0.00059571446891685631 0.00084691789214705359 -0.00056938432651782507 -0.00073411237380160553 0.00045251353154409073 0.00011420410261467574 -0.00076726218088100267
leaf_weight=0.0012431430752708724 0.0010548505724318888 0.0010129028110735863 0.0014315629865314502 0.0010062951804682358 0.0014458689686973891 0.0010507036637584727 0.0019479428462124328 0.0019751224428647338 0.0010689937807410368 0.0010617209151629926 0.0015445847347890229 0.0010298155503275994 0.0010208501023782181
leaf_count=584 135 657 374 223 119 322 504 428 202 99 81 49 133
internal_value=0 4.76562e-05 9.00593e-05 3.95211e-05 -2.99481e-05 6.89616e-05 0.000169257 0.000282171 8.3808e-05 0.000237128 -3.08778e-05 0.000453334 -0.000417371
internal_weight=0 0.0168395 0.0155964 0.0141648 0.0121287 0.00966197 0.00861127 0.00759836 0.00562324 0.00455425 0.00260631 0.00203611 0.00246672
internal_count=3910 3775 3191 2817 2545 2293 1971 1314 886 684 180 272 252
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=14
num_cat=0
split_feature=14 484 474 1 42 4 16 151 4 3 52 43 1
split_gain=0.000257823 0.00010907 0.0001165 0.000103867 0.000127997 0.000126652 0.000161541 0.000172387 0.000250321 9.48615e-05 0.000110541 0.000122717 7.17446e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.09901500000000002 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.25367000000000006 0.092005000000000017 0.084890000000000007 -0.078644999999999979 0.14132000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 -9 10 11 -3 -5
right_child=-2 2 -4 12 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00049334839807006444 -0.00093538643293069755 0.00012769854137894253 0.00060078457214845192 0.00077130399700432143 -0.00064499747833173589 -0.00057075107175688698 -0.00078742602812889822 -0.00026275809990100997 0.00078261173903508628 -0.00024003452163103107 -5.7712914134501357e-05 0.00094869248434760543 6.8125879429581542e-05
leaf_weight=0.0012515274533767993 0.0010171289500330158 0.0011168706458888375 0.0014138094019899372 0.0010438730566246523 0.0011048141025664935 0.0013500149767958977 0.0011734054208088346 0.0017263327050849641 0.001538869703646091 0.001125565375050569 0.0013603564659729721 0.0015360627323905709 0.0010179245694282827
leaf_count=584 135 336 374 139 352 122 196 240 136 82 656 425 133
internal_value=0 4.18433e-05 8.50347e-05 3.32987e-05 -3.3674e-05 2.81333e-05 -0.000163038 -4.28862e-06 0.000229918 0.000243476 0.000379081 0.000603058 0.00042414
internal_weight=0 0.0167594 0.0155079 0.0140941 0.0120323 0.0109275 0.00578862 0.00461522 0.0032652 0.00513886 0.00401329 0.00265293 0.0020618
internal_count=3910 3775 3191 2817 2545 2193 694 498 376 1499 1417 761 272
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=10
num_cat=0
split_feature=1 4 4 4 13 47 0 52 4
split_gain=3.45516e-05 9.16269e-05 5.15729e-05 5.01587e-05 4.67822e-05 6.0344e-05 9.6433e-05 0.000187158 0.000131245
threshold=0.085835000000000009 -0.15333499999999997 -0.0031049999999999997 -0.49269499999999994 -0.089899999999999994 0.09252500000000001 -0.087614999999999985 -0.066329999999999986 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 -6 -9
right_child=4 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.004448392494465817 0.0098470801058281546 -0.017885157767833525 -0.0030129550435633594 0.010896130820605582 -0.0065998584366314238 -0.0078405463612328634 -0.0063974458806012489 0.031536256810245508 0.0052230199926608751
leaf_weight=0.0010604808270609813 0.0016356317143948031 0.0012575518013677716 0.001266657818631267 0.0012633909204313749 0.0013889956513618157 0.0019064418823373473 0.0019226551067062928 0.0010066813624218236 0.0010461046498099172
leaf_count=76 347 1440 594 90 120 252 798 70 123
internal_value=0 -0.00356002 -0.0104222 0.00389378 0.00189773 0.000109476 0.0029348 0.00814799 0.018127
internal_weight=0 0.00484808 0.00252421 0.00232387 0.00890651 0.00727088 0.00536444 0.00344178 0.00205279
internal_count=3910 2200 2034 166 1710 1363 1111 313 193
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=11
num_cat=0
split_feature=1 123 16 1 47 2 3 0 16 2
split_gain=3.34851e-05 6.28626e-05 7.06266e-05 7.37747e-05 9.22418e-05 6.46289e-05 8.8372e-05 0.000122174 4.05855e-05 3.83582e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.082465000000000024 0.10113500000000002 0.090325000000000003 -0.089879999999999974 -0.067969999999999989 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 7 -4 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.01594933695101021 0.0093041241603251806 0.011848400677888202 -0.0170583705184887 0.022397511738248947 -0.007352778588647379 -0.013374892294002258 0.013902125287664876 0.012942452450921528 0.0057044233190568392 -0.0034115917105867373
leaf_weight=0.0012188302879084139 0.0012490117954660285 0.0012326838909640691 0.0016610553753664808 0.001057579627165856 0.0010774464823064545 0.0019578329662848643 0.0011568892804734998 0.0010224215263732394 0.0010233889862637235 0.0010261950168818982
leaf_count=136 225 276 567 115 135 495 112 938 155 756
internal_value=0 -0.000960023 -0.00236952 -0.000711526 0.00683975 -0.00420635 -0.000517818 -0.00501479 0.0141881 0.00475037
internal_weight=0 0.0124343 0.0112016 0.00998281 0.00315842 0.00682439 0.00486656 0.00370967 0.00208097 0.00204862
internal_count=3910 3685 3409 3273 405 2868 2373 2261 270 1694
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=15
num_cat=0
split_feature=14 484 474 1 160 42 151 42 13 15 4 2 49 1
split_gain=0.000266693 0.000109262 0.00013696 0.000146788 0.000125615 0.000109715 0.000136787 0.000148973 0.000159713 0.0001009 0.000176426 0.000112026 6.90511e-05 6.10778e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.080734999999999987 0.09901500000000002 -0.0088999999999999982 -1.0000000180025095e-35 -0.16277999999999995 -0.10071499999999999 -0.084009999999999987 0.090695000000000012 -0.075429999999999983 0.14132000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 12 -8 -9 -10 -11 -12 -6 -5
right_child=-2 2 -4 13 5 -7 7 8 9 10 11 -13 -14 -15
leaf_value=-0.00050816977348955858 -0.00096342658376502902 -0.00064053699543424071 0.00065704922426540815 0.0008472203742524631 2.9986815536002629e-05 -0.00056812369302699139 -0.00040390677498313218 -0.00018146004794058717 0.00099206327732880104 0.00095896092645372018 -0.00041796383747391756 0.00043134772163544254 -0.0006270311125713908 0.00018619414709010516
leaf_weight=0.0011965874255562411 0.0010137289422115633 0.0011758996363507067 0.001451168715731521 0.0010147406954141469 0.0011119204495640238 0.0010574432771524927 0.0012250829079026972 0.0016708579971287402 0.0011982706048137754 0.0011528791061917432 0.0010687310485383026 0.0012395506734025619 0.0012620543059361812 0.0010521014665311212
leaf_count=584 135 425 374 139 116 311 740 69 87 142 334 134 187 133
internal_value=0 5.17472e-05 9.44743e-05 3.71012e-05 -4.33844e-05 2.0528e-05 8.32175e-05 0.000209692 0.00032844 0.000511288 0.000344842 3.81177e-05 -0.000319298 0.000510733
internal_weight=0 0.0168773 0.0156807 0.0142295 0.0121627 0.0109868 0.00992935 0.00755537 0.00633029 0.00465943 0.00346116 0.00230828 0.00237397 0.00206684
internal_count=3910 3775 3191 2817 2545 2120 1809 1506 766 697 610 468 303 272
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=10
num_cat=0
split_feature=475 42 160 151 43 4 4 43 2
split_gain=3.2096e-05 5.81994e-05 5.92967e-05 9.50752e-05 0.000107935 0.000100243 9.38274e-05 8.36998e-05 4.89852e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.074254999999999988 0.24280000000000004 -0.0025899999999999994 -0.089949999999999988 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 8 -5 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.0076428642898326692 -0.0082453463707989824 -0.007208425057503103 -0.011237123852556321 0.0055388386592865203 0.014272718892508231 0.013865001740539682 -0.010777466929518429 0.026776860556421454 -0.0021111135552643466
leaf_weight=0.0014473737383093399 0.0017539283536263202 0.0015934009945310764 0.0010413557590254205 0.0010612715375312599 0.0010107157601762663 0.0015710421116240016 0.0019585838974988919 0.0011144586050298036 0.0011348352411784182
leaf_count=621 994 679 174 165 500 194 217 223 143
internal_value=0 0.000880277 0.00240671 0.00412965 0.00616792 0.00223849 -0.00221208 0.0164174 0.0056069
internal_weight=0 0.0122396 0.0104857 0.00889226 0.00785091 0.00567518 0.00410413 0.00217573 0.00214555
internal_count=3910 3289 2295 1616 1442 1054 860 388 643
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=10
num_cat=0
split_feature=11 48 3 51 15 3 15 4 4
split_gain=3.23216e-05 5.95126e-05 0.000152563 8.66321e-05 6.77809e-05 0.000134831 9.28358e-05 6.88301e-05 4.74736e-05
threshold=0.081005000000000008 0.016865000000000002 -0.0026499999999999996 0.089795000000000014 -0.017214999999999998 0.10666500000000002 -0.10071499999999999 -0.076854999999999993 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 7 -1 8 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00020655803357598975 -0.0096427012269042506 0.023717414326301534 -0.0099910104759293582 0.012200997904482289 -0.005933817905580686 0.018785440096710397 -0.01961627580455709 -0.012904421997002379 0.011608087919053253
leaf_weight=0.0019350984990123389 0.0011415577364564571 0.0012977182022814891 0.0016058378839790971 0.0010317799927257315 0.0010295153152006225 0.0013303059407867197 0.0014958396402302686 0.0015696689674569268 0.0011850993050622561
leaf_count=369 233 469 148 110 105 87 710 741 938
internal_value=0 0.000862338 0.00694307 -0.00130997 -0.00193793 0.00242101 -0.00843591 -0.00333165 0.00345332
internal_weight=0 0.0124809 0.00393534 0.00263762 0.00854553 0.00511459 0.00343094 0.00378428 0.00221461
internal_count=3910 3677 727 258 2950 1871 1079 1784 1043
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=15
num_cat=0
split_feature=14 133 50 48 15 158 1375 12 1 49 47 151 3 1
split_gain=0.000273948 0.000271822 0.000274911 0.00020338 0.000187231 0.000151445 0.000127944 0.000161383 0.000167598 0.000165679 0.000158835 0.000257285 0.000139014 0.000122822
threshold=0.073890000000000011 0.10599500000000002 0.10625000000000001 0.11930500000000001 -0.26361999999999991 0.084710000000000021 -1.0000000180025095e-35 -0.036459999999999992 0.12485500000000001 -0.084114999999999981 0.09252500000000001 -0.044604999999999992 0.086245000000000016 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 -6 -8 9 -9 11 -11 13 -13
right_child=-2 -3 -4 -5 5 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=0.0009876555948536217 -0.00099841449153752551 -0.00093400250646663856 -0.00088391455997218469 -0.00064638946985045524 -0.00043207268037988978 -0.00055446993109097107 -0.00022229099420438062 -0.00034762687316401084 0.0011049813603393366 0.0014391885631339751 -0.0002252707029022672 -0.00016981738516465254 0.00092336631739635216 0.00058177001635261144
leaf_weight=0.001167601166769964 0.0010157708348761665 0.0010191681416524294 0.0010063690955614156 0.0010822807575589623 0.0010304732477507414 0.0010272665526490478 0.0019553341804499818 0.0012823407639212959 0.0011305808130300391 0.001039266028518151 0.0012093138869682905 0.0019315236903908054 0.0012351102263352676 0.0014737881926570606
leaf_count=243 135 540 330 98 144 286 223 124 59 195 150 908 91 384
internal_value=0 4.88512e-05 0.000109299 0.000173516 0.000234788 0.000168768 0.000229232 0.000289767 0.000397405 0.000299505 0.000419964 0.000557347 0.000359851 0.000155463
internal_weight=0 0.0175904 0.0165712 0.0155649 0.0144826 0.013315 0.0122877 0.0112573 0.00930192 0.00817134 0.006889 0.00567969 0.00464042 0.00340531
internal_count=3910 3775 3235 2905 2807 2564 2278 2134 1911 1852 1728 1578 1383 1292
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=10
num_cat=0
split_feature=1 4 15 15 47 43 47 16 43
split_gain=3.45765e-05 8.04068e-05 5.67859e-05 8.99002e-05 8.31694e-05 7.8571e-05 6.92724e-05 6.70188e-05 3.12703e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.024640000000000006 -0.017214999999999998 0.11603500000000001 -0.07526999999999999 0.077735000000000012 -0.095109999999999986 0.070805000000000021
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=-0.0042014628239943966 0.016167595422449121 -0.014013051660871542 -0.0095138163874604036 0.017412178457568043 -0.013102448399906871 0.01501934861694855 -0.012631435901724547 -0.0030844692264253462 0.0097971697362382489
leaf_weight=0.0011307854824748158 0.001421789425962894 0.0018116124439893242 0.0013279478431427712 0.0014316417288372666 0.0012335167144099934 0.0012775697575680494 0.0011428709090603936 0.001704348497991179 0.0011487069216862822
leaf_count=366 374 1584 556 328 160 190 141 169 42
internal_value=0 -0.00461565 0.00195123 0.00380528 0.000932138 0.00405332 -0.000122393 0.00467191 0.00285288
internal_weight=0 0.0040911 0.00953968 0.00821174 0.0067801 0.00554658 0.00412479 0.00298192 0.00227949
internal_count=3910 1992 1918 1362 1034 874 500 359 408
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=12
num_cat=0
split_feature=14 484 474 1 12 4 2 3 151 12 1
split_gain=0.000303081 0.000136421 0.000108321 0.000138095 0.000114621 0.000175323 0.000209128 0.000182956 0.00019032 0.000133968 9.90089e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.098845000000000016 -0.0017649999999999999 0.086915000000000006 0.11818000000000002 -0.0088999999999999982 0.088325000000000015 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -7 8 -8 10 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00058343377376364404 -0.0010411065482052886 -0.00016981917958029685 0.00061529148200668122 0.00052678869188355613 -0.00047052232095905124 -0.00081434641364869578 -0.00020598650241633243 -0.00056583729466740758 0.00086793453335108509 0.00082370968111113076 0.00053597405741035895
leaf_weight=0.00119806042500972 0.0010331457674027785 0.0019484892024091982 0.0014409698264101862 0.0020009079346140534 0.0019065206102444011 0.0014850879180052651 0.0012151908172950351 0.0012323666906888242 0.0013275925583872035 0.0014589571179071305 0.0012571900711342565
leaf_count=584 135 546 374 272 409 189 100 69 294 685 253
internal_value=0 5.37033e-05 0.000103681 5.03848e-05 -3.01839e-05 5.4403e-05 -0.000191007 5.42049e-05 0.00035471 0.000331149 0.000106976
internal_weight=0 0.0164713 0.0152733 0.0138323 0.0118314 0.00992487 0.00526024 0.00377515 0.00254278 0.00466464 0.00320568
internal_count=3910 3775 3191 2817 2545 2136 652 463 394 1484 799
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=15
num_cat=0
split_feature=14 484 43 43 1 474 0 15 0 13 3 2 3 43
split_gain=0.000295631 0.000123407 0.000133893 0.000125689 0.000178958 0.000245414 0.000177008 0.000166339 0.000329076 0.000155144 9.14252e-05 9.06664e-05 0.000320637 0.000105989
threshold=0.073890000000000011 -0.0043499999999999988 0.18078000000000002 0.088185000000000013 1.0000000180025095e-35 0.059400000000000008 -0.017269999999999997 -0.048914999999999993 -0.097024999999999986 0.083175000000000013 -0.078494999999999995 0.089910000000000004 0.11818000000000002 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 11 -9 10 -3 13 -13 -6
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00052722769757171774 -0.0010012160711420806 -0.00023195672899839752 -0.00057339899072911282 0.00069680535638543494 0.00028331287575594164 0.0010561024350647153 0.00087122489776519691 0.00031900069950928481 -0.0011859653518102268 0.00025948434924555986 -0.0010002439849145781 0.00090914323132493756 -0.00032574306503383078 -0.00053755948928956888
leaf_weight=0.0012419455300614361 0.0010358415947278312 0.0012923148815811763 0.0010153954603406316 0.0013976728886491126 0.0012551734848315968 0.0011591944939171048 0.0010098485899480538 0.0010660179054838501 0.0010817408469383366 0.0012894805634772744 0.0010274193121563406 0.001887941608547293 0.001320426634399653 0.0010826031154754154
leaf_count=584 135 940 227 115 149 191 228 92 399 142 315 189 102 102
internal_value=0 5.63537e-05 0.000101979 0.000148098 9.11723e-05 0.000225198 0.000114536 1.5218e-05 -0.000438991 -0.000275082 -0.000572234 0.000191112 0.000400917 -9.68257e-05
internal_weight=0 0.0171272 0.0158852 0.0148698 0.0134722 0.00986295 0.00870375 0.0076939 0.00214776 0.00360921 0.00231973 0.00554614 0.00320837 0.00233778
internal_count=3910 3775 3191 2964 2849 1452 1261 1033 491 1397 1255 542 291 251
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=11
num_cat=0
split_feature=1 0 150 49 42 2 1 15 2 4
split_gain=3.56681e-05 5.79824e-05 5.576e-05 0.000105456 0.000107915 7.82082e-05 6.90606e-05 8.50046e-05 6.21482e-05 4.69505e-05
threshold=0.12730000000000002 -0.051824999999999989 0.077110000000000012 -0.00064499999999999985 0.091955000000000023 0.090695000000000012 0.11198000000000001 -0.10192499999999999 0.10113500000000002 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -4 7 -5 9 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11
leaf_value=-0.02014705999060248 0.01620658892464482 -0.0018158913634528139 -0.0050147871118206393 -0.013512654571897037 -0.01708040181542865 0.013796178744328386 0.014220180642907716 0.0004189381152863331 -0.0081328548312965994 0.014005087293311017
leaf_weight=0.0010132990284939898 0.001003288831049979 0.0011886803556266146 0.0011912135559964329 0.0012790485189862668 0.0011179173881424344 0.0015503379383390884 0.0010820520769592515 0.0016547800344557319 0.0011716402729622429 0.0014585533345396564
leaf_count=330 201 144 249 241 649 216 115 515 313 937
internal_value=0 0.0064332 -0.00125005 -0.00339674 -0.00121062 0.00562275 0.0014588 -0.00102295 0.00270518 0.00678386
internal_weight=0 0.00219197 0.0115188 0.00877729 0.00776399 0.00274155 0.00664607 0.00556402 0.00428497 0.00311333
internal_count=3910 345 3565 3100 2770 465 2121 2006 1765 1452
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=13
num_cat=0
split_feature=14 484 474 1 1 52 2 48 12 48 16 4
split_gain=0.000213517 0.000138947 0.000104266 0.000142109 8.78918e-05 0.000183675 0.000124876 9.88366e-05 0.00012229 7.81884e-05 5.94826e-05 4.69839e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.11052000000000002 0.11401500000000002 0.091985000000000011 0.08346000000000002 0.084535000000000013 0.085265000000000021 -0.25582999999999995 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -8 11 -6 -3
right_child=-2 2 -4 -5 10 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0005805277708396528 -0.00086992587409895437 0.0003827098027102879 0.00059053349211368917 0.00052368080189395564 -7.3451796448561492e-05 -0.00073123206323262157 -0.00024528616975869429 0.00074923409237077454 0.00049673661892669549 -0.00050433719953994728 -0.00068085325820792784 -0.00019376914824503644
leaf_weight=0.0012259476968830502 0.0010087512484851227 0.0010347052155612625 0.0014079849281548864 0.0019317307067419779 0.0012271424541090911 0.0010025282720139026 0.0015240755586766463 0.0015009458616341148 0.0017785740934383523 0.0013319178298798443 0.0011580447885851499 0.0010552813507430741
leaf_count=583 138 872 374 272 117 383 147 166 348 182 135 193
internal_value=0 4.16397e-05 9.26494e-05 4.08948e-05 -3.94113e-05 4.56113e-05 0.000140293 0.000340205 0.000154315 -0.000140338 -0.000368354 9.16326e-05
internal_weight=0 0.0161789 0.0149529 0.0135449 0.0116132 0.00922803 0.0082255 0.0048036 0.00330265 0.0034219 0.00238519 0.00208999
internal_count=3910 3772 3189 2815 2543 2291 1908 661 495 1247 252 1065
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=15
num_cat=0
split_feature=14 484 48 0 42 16 4 42 15 13 43 43 1 151
split_gain=0.000328703 0.000130048 0.00015622 0.000181185 0.00015498 0.000123927 0.000180333 9.35308e-05 0.000125118 0.000211178 0.000146175 0.000191073 0.000115338 4.56597e-05
threshold=0.077685000000000018 -0.0043499999999999988 0.12675000000000003 -0.13027499999999997 0.10138000000000001 -0.073459999999999984 0.27608500000000008 -1.0000000180025095e-35 -0.03231499999999999 -0.062819999999999987 -0.083899999999999988 0.088185000000000013 0.11113500000000003 -0.0068399999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 13 12 9 -9 -10 -12 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 8 10 -11 11 -13 -14 -15
leaf_value=-0.00052469043132036351 -0.0010336457957690556 0.00018223181578391558 -0.00060040476365909399 -0.00066272803543971129 -0.00064854850882855371 0.00086326175849268786 0.0008581088685534309 8.2334429898812202e-05 0.00049340397199826476 0.0011097804813488047 -0.00073514228201195615 0.00022027423571826049 0.0001865938271375606 -0.00037469259321615863
leaf_weight=0.0012570200683748546 0.0010165584473119443 0.0010085914028969967 0.0010385645274163724 0.0011255529953611921 0.0011071123175494758 0.0015867653675693278 0.0010214787652804589 0.0017481300624033439 0.0013104101537573438 0.0011208269811659988 0.0014126743663090001 0.0014461739427691356 0.001059880751036274 0.0010017239116046905
leaf_count=586 126 47 108 855 367 118 120 431 204 126 620 39 70 93
internal_value=0 4.75448e-05 9.25358e-05 0.000140676 4.66748e-06 0.000444899 0.000225938 8.30728e-05 0.000186752 0.000483731 -1.76051e-05 -0.000251836 -0.000250828 -9.52791e-05
internal_weight=0 0.0172449 0.0159879 0.0149493 0.0103308 0.00461856 0.00303179 0.00922365 0.00703822 0.00286896 0.00416926 0.00285885 0.00218543 0.00201032
internal_count=3910 3784 3198 3090 2712 378 260 2345 1420 557 863 659 925 140
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=14
num_cat=0
split_feature=14 484 48 474 48 51 0 13 2 43 47 16 0
split_gain=0.000168043 0.000132392 0.000170896 0.000171106 0.00014806 0.000119762 8.66571e-05 9.53634e-05 0.000130236 0.000129452 0.000148488 0.000130071 9.18028e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.12675000000000003 0.059400000000000008 0.093225000000000016 0.08955500000000001 -0.19631499999999999 -0.090929999999999983 0.10325000000000002 -0.083684999999999996 0.092255000000000018 -0.087089999999999987 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 12 11 -11 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14
leaf_value=-0.00056486629261647242 -0.00075970861284725189 0.00056215133710572148 -0.0006659706315624885 0.00078076371037777577 0.00059140158757224658 -0.00060449305188162346 0.00070927323713706981 -0.00010217380348904445 -0.00019958450282510007 -0.0002018949542395745 0.00020520201635589532 -0.0011353716627799217 0.00057297888940559846
leaf_weight=0.0012116604576914028 0.0010133631806085166 0.0011374743597856131 0.0010172699336499077 0.0014281207897861659 0.0017949635344860467 0.0011041827841560088 0.0013820881462184879 0.0019709928641322766 0.0010072625159657312 0.0010867312099521404 0.0010404567734978712 0.001120220790114413 0.0011957443968190979
leaf_count=583 141 87 108 369 223 239 238 440 76 402 85 840 79
internal_value=0 4.67875e-05 9.52724e-05 0.000149546 7.93399e-05 -3.87592e-06 6.2837e-05 -1.67798e-06 0.000326132 -0.000123791 -0.000393473 -0.000675716 0.000152761
internal_weight=0 0.0164972 0.0152855 0.0142682 0.0128401 0.0110452 0.00994097 0.0088035 0.00238935 0.00641415 0.00324741 0.00220695 0.00316674
internal_count=3910 3769 3186 3078 2709 2486 2247 2160 314 1846 1327 1242 519
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=11
num_cat=0
split_feature=51 2 52 12 4 15 16 12 3 43
split_gain=3.40677e-05 6.52824e-05 0.000104265 8.77559e-05 0.000119968 0.00011389 8.1724e-05 6.79123e-05 6.66698e-05 1.88916e-05
threshold=0.12190000000000002 0.10946500000000002 0.084240000000000023 -0.023959999999999995 0.0057500000000000008 -0.095799999999999982 -0.16268499999999997 0.085945000000000008 -0.0038649999999999999 -0.0080999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -3 8 -5 -4
right_child=-2 6 9 4 5 -7 -8 -9 -10 -11
leaf_value=-0.012249213082949234 -0.0097927571581682953 -0.001486092933049012 -0.017193447988658517 0.012187424378483774 0.0015607148592914986 0.022675742206414738 0.016102732456517284 -0.015087032174176151 -0.0073310782777814588 -0.0068022632385660673
leaf_weight=0.00118413781497205 0.0010099772328000947 0.0015693874264814684 0.0011294024315297605 0.0010400968423562697 0.0016018856218794585 0.0015147855232518085 0.0016533148524594593 0.0010290820539504059 0.0010947713727081317 0.0010102248423776734
leaf_count=259 220 251 610 442 134 234 415 811 146 388
internal_value=0 0.000738216 -0.0015432 0.00153637 0.00413549 0.0118232 0.00753735 -0.00343733 0.00217824 -0.0122873
internal_weight=0 0.0128271 0.00960439 0.00746476 0.00628062 0.00311667 0.0032227 0.00316395 0.00213487 0.00213963
internal_count=3910 3690 3024 2026 1767 368 666 1399 588 998
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=11
num_cat=0
split_feature=1 12 43 52 12 16 2 151 2 12
split_gain=3.42145e-05 8.02222e-05 6.71716e-05 7.7509e-05 8.33822e-05 9.28889e-05 8.02404e-05 0.000185665 0.000127043 9.6902e-05
threshold=0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.081265000000000018 0.089910000000000004 -0.0088999999999999982 0.11203000000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -9 -4
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11
leaf_value=0.015431142132381514 0.010382939539155174 -0.018976769019060234 0.0024106106103011717 -0.015442949323284934 0.018045858464277233 -0.017977628870077755 -0.01209253306019034 0.032720452134675219 0.0017706355772203251 -0.022681380724063532
leaf_weight=0.0011757591648879585 0.0012487169834082953 0.0010018945197609172 0.0019406923167983531 0.001434689200643254 0.0011047675878771103 0.0012279773479523109 0.001254953170128627 0.001334796092001541 0.0010173775241898199 0.0010232020973167813
leaf_count=179 225 148 246 579 313 440 201 297 118 1164
internal_value=0 -0.00107008 0.000488042 -0.00121139 0.00108178 -0.00132126 0.00179144 0.00840031 0.0193338 -0.0062517
internal_weight=0 0.0125161 0.0115142 0.0103385 0.00890377 0.007799 0.00657102 0.00360713 0.00235217 0.00296389
internal_count=3910 3685 3537 3358 2779 2466 2026 616 415 1410
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=10
num_cat=0
split_feature=52 376 160 160 133 52 16 4 16
split_gain=3.04064e-05 5.81494e-05 6.15761e-05 0.000105112 8.71574e-05 7.88576e-05 0.000108163 9.26645e-05 4.41623e-05
threshold=-0.27466499999999994 0.048375000000000008 0.091575000000000017 0.069910000000000014 1.0000000180025095e-35 -0.048794999999999991 -0.15168999999999996 -0.078094999999999984 -0.42360999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0092685030855581656 0.011870363187106409 0.011795581743396791 -0.012769235193120572 0.017815375124788473 -0.016312241234943854 -0.00081759362857582955 0.0019156916871727507 -0.018623378163761917 0.011949357884258821
leaf_weight=0.0010418707334001387 0.0016501293658954174 0.001347721243934963 0.0011770897139044391 0.0010378344364821929 0.0010556869715433225 0.0019893953767275369 0.0011948498914061329 0.0016701277642046414 0.0015122176163357018
leaf_count=425 319 200 289 118 983 259 560 637 120
internal_value=0 0.000740171 -0.000579859 0.000839295 -0.00110268 0.000900205 -0.0019431 -0.0100575 0.00469598
internal_weight=0 0.0126351 0.0112873 0.0101102 0.00907241 0.00801672 0.00636659 0.00286498 0.00350161
internal_count=3910 3485 3285 2996 2878 1895 1576 1197 379
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=9
num_cat=0
split_feature=475 42 43 0 16 13 1 1
split_gain=2.89497e-05 5.4313e-05 5.886e-05 0.000119643 5.37187e-05 6.91266e-05 9.72828e-05 0.000156986
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.06402999999999999 0.15737500000000001 -0.11267999999999999 0.11215000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.0086915546107626321 -0.009596435244868121 -3.0022534615814734e-05 0.01334107178738766 0.025172236080623821 -0.013811008025873978 -0.0080604959338438156 -0.016665875901856166 0.021649204130160436
leaf_weight=0.0014415003644994316 0.0017345556484638777 0.0019986864899705463 0.0016051981172411044 0.0013012585338662503 0.0010824295535056729 0.0018244141318183001 0.0013688287818910405 0.0012567534334439745
leaf_count=621 994 782 236 218 136 695 98 130
internal_value=0 0.0010027 0.0027641 0.00990792 -0.000538706 0.00183386 -0.00231701 0.00405756
internal_weight=0 0.0121721 0.0104376 0.00329995 0.00713762 0.00605519 0.00445 0.00308117
internal_count=3910 3289 2295 1000 1295 1159 923 825
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=10
num_cat=0
split_feature=1 123 16 49 4 52 4 4 0
split_gain=3.3019e-05 5.72859e-05 6.06635e-05 7.03066e-05 9.51058e-05 0.000136203 0.000116257 8.28454e-05 6.83058e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.085974999999999982 -0.034289999999999994 0.071660000000000015 -0.0010999999999999996 0.044585000000000007 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8 -9
right_child=-2 -3 3 4 6 -7 7 8 -10
leaf_value=-0.01787854443792785 0.011095310185166284 0.013519903431401921 -0.01812406078202403 -0.02431871448574744 0.027369033633158742 0.0046603340121425217 -0.013345020368345556 -0.0041131950185374294 0.017568220771620444
leaf_weight=0.0012060571154500479 0.0012382124525352088 0.0012244624040683673 0.0010784098298326139 0.0014949335365891546 0.0011331960947098272 0.0018519695359217759 0.0013073447603969986 0.001307409654555558 0.0017109365556698957
leaf_count=136 225 276 175 852 589 838 331 108 380
internal_value=0 -0.00113918 -0.00275768 -0.00091265 0.00119516 -0.0082835 0.00700663 0.00167232 0.00817682
internal_weight=0 0.0123147 0.0110903 0.0098842 0.00880579 0.0033469 0.00545889 0.00432569 0.00301835
internal_count=3910 3685 3409 3273 3098 1690 1408 819 488
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=13
num_cat=0
split_feature=14 147 484 42 133 160 15 4 16 52 0 0
split_gain=0.000158902 9.67415e-05 0.000152194 8.29814e-05 0.000113962 0.000281878 0.000207469 0.000121387 0.000175483 0.000113191 0.000254305 7.13317e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.0043499999999999988 0.10269500000000001 -0.036599999999999987 -0.08044999999999998 -0.106555 -0.0017649999999999999 -0.094359999999999986 -0.088354999999999989 0.12500000000000003 -0.088874999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 9 -9 -8 -11 -10
right_child=-2 -3 3 -5 5 6 7 8 11 10 -12 -13
leaf_value=-0.00088876646947446238 -0.0009200134192096593 0.00039361814079932352 0.00047158738227715214 -0.00065189412162241665 -0.00095224321359722983 0.0005539186860447395 -0.00045860834209664447 -0.0010692063447650993 0.00021202024703207727 0.00076090286269343474 -0.00038805953550242133 -0.00049218698902685632
leaf_weight=0.0010463230559552015 0.0010238644975203914 0.0012810728743244829 0.0013427628135613432 0.001011001319501526 0.0014087898758312562 0.0019710980643825012 0.0011585388368268233 0.0011266479209838358 0.0011762090052702123 0.0017072675611660994 0.0013081040126796672 0.0010437727223233297
leaf_count=555 138 216 640 372 470 279 320 99 69 583 39 130
internal_value=0 -0.000122583 -0.000168826 -0.000111992 -6.74086e-05 -0.000133804 -1.23283e-05 -0.000160739 -0.00043894 6.23221e-05 0.000262469 -0.000119078
internal_weight=0 0.0155816 0.0143005 0.0132542 0.0122432 0.0109004 0.00949164 0.00752054 0.00334663 0.00417391 0.00301537 0.00221998
internal_count=3910 3772 3556 3001 2629 1989 1519 1240 298 942 622 199
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=10
num_cat=0
split_feature=147 159 1 42 3 15 47 49 2
split_gain=3.33491e-05 7.69797e-05 7.38528e-05 6.64632e-05 8.23486e-05 0.000148696 8.59826e-05 8.98466e-05 7.88129e-05
threshold=0.088565000000000019 -0.034019999999999988 0.12958500000000003 0.093230000000000021 -0.08348499999999999 -0.021529999999999997 0.081320000000000017 -0.006494999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 -9
right_child=-2 2 -4 -5 6 -7 -8 8 -10
leaf_value=-0.017443224007996676 0.01117294834231467 0.028313325061305197 0.015193552216428969 -0.01504950793847256 -0.011265638404664576 -0.0019859489330611166 -0.019847726976793871 -0.0066552344876011083 0.014811489791875056
leaf_weight=0.0010916225594861618 0.0010124513195912963 0.0011044953957940701 0.0012774074984236465 0.0012862683912418108 0.0018306746599944922 0.0017536949091923558 0.0011124770871637352 0.0011379325960994462 0.0019279678916865085
leaf_count=513 168 288 266 521 258 869 210 532 285
internal_value=0 -0.00103194 0.000535289 -0.00130886 0.000684339 0.00972265 -0.00361471 7.33471e-05 0.00684395
internal_weight=0 0.0125225 0.0114309 0.0101535 0.00886724 0.00285819 0.00600905 0.00489658 0.0030659
internal_count=3910 3742 3229 2963 2442 1157 1285 1075 817
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=14
num_cat=0
split_feature=14 11 132 13 2 0 39 3 16 2 2 150 4
split_gain=0.000210857 0.00010044 0.000112756 0.000111218 0.000109765 8.22208e-05 0.000165913 0.000244282 0.000148656 0.000115018 0.000156212 7.54259e-05 5.79261e-05
threshold=0.05884000000000001 0.087830000000000005 0.080815000000000012 -0.090744999999999978 0.10910500000000002 -0.10131499999999999 0.091635000000000008 -0.013944999999999997 -0.057604999999999996 0.094010000000000024 0.08400500000000001 0.077110000000000012 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 8 7 9 11 10 -7 -5 -1
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00022365971553509452 -0.0008664517228293134 -0.00053612639477373101 0.00063703294504544657 -0.00038425311677091741 0.00086980134908683877 -0.00040959930482453445 0.0004345606713992685 -0.0011749076834342326 0.0005909223365319924 -0.00063088659585997864 0.00063497726205770963 0.00021225354446200822 0.00040999759801230818
leaf_weight=0.0010439098631693181 0.0010079354851206803 0.0010417387703673944 0.0012367423140529346 0.0017972665919047904 0.0010076294679196244 0.001019430197436888 0.0011119338858242844 0.0011117302404197492 0.0016201926021595127 0.0011120869591480119 0.0010998042858795598 0.001388528089438755 0.0010895444867853555
leaf_count=155 141 136 330 170 158 697 151 193 107 479 926 82 185
internal_value=0 4.06074e-05 8.16495e-05 3.03987e-05 0.000346908 -6.64911e-05 -0.000228009 -0.000397644 0.000116838 -0.000130228 0.000132497 -0.000124266 9.99459e-05
internal_weight=0 0.0156805 0.0146388 0.0134021 0.00314108 0.010261 0.00545499 0.00434305 0.00480599 0.00323132 0.00211923 0.00318579 0.00213345
internal_count=3910 3769 3633 3303 498 2805 2446 2295 359 2102 1623 252 340
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=12
num_cat=0
split_feature=14 47 1 4 159 484 12 12 0 4 4
split_gain=0.0001768 0.000102596 0.000112644 0.000129379 0.000111983 0.00016697 0.000105691 9.82345e-05 8.03332e-05 0.00012667 8.705e-05
threshold=0.056865000000000006 0.13206500000000002 0.11235500000000002 0.24280000000000004 0.09141500000000001 0.042570000000000004 0.099370000000000014 0.090385000000000007 -0.13027499999999997 -0.060264999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 10 -10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00022041241484274944 -0.00080441267483421955 -0.00052083035729335648 3.8150584703918006e-05 0.00081934313036502644 -0.00063129033059940273 0.00079539932847450695 -0.00058979981939493993 0.00046350368045270453 0.00013031217750489571 -0.00063554677045563296 0.0004860146351459526
leaf_weight=0.001177216068499993 0.001008662309279095 0.0011483661460058034 0.0017222350427389586 0.0015474697873747978 0.001002925440687156 0.001050672692772355 0.0011356735096487739 0.0017240233752895528 0.0015826643727745683 0.0017466051963105625 0.0015585132543725205
leaf_count=103 144 81 238 317 270 370 355 665 703 561 103
internal_value=0 4.29664e-05 8.84075e-05 0.00040787 -6.73905e-06 5.60535e-05 -3.09871e-05 5.04902e-05 -6.69121e-05 -0.000271474 0.000182031
internal_weight=0 0.0153964 0.014248 0.0032697 0.0109783 0.00997537 0.0089247 0.00778902 0.006065 0.00332927 0.00273573
internal_count=3910 3766 3685 555 3130 2860 2490 2135 1470 1264 206
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=14
num_cat=0
split_feature=14 11 3 2 157 457 16 15 0 42 151 2 2
split_gain=0.000256819 0.000110031 0.000142651 0.000363358 0.00015037 0.000178167 0.000153717 0.000125277 0.000195001 0.00013614 0.000135401 9.47473e-05 0.000233647
threshold=0.073890000000000011 0.088315000000000018 -0.12008499999999998 0.10488500000000002 -0.07453499999999999 -0.0034949999999999994 -0.50388999999999984 -0.14097499999999996 -0.10575999999999998 -0.089024999999999979 -1.0000000180025095e-35 0.08400500000000001 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -8 10 -10 -9 -11 -13
right_child=-2 -3 4 -5 5 6 7 8 9 11 -12 12 -14
leaf_value=-0.00016399883507245289 -0.00096123862146721818 -0.00058371307666982601 0.00063713189554892027 0.0013166310110774506 -0.00085804591745645075 0.00071835060052961549 -0.00065347400439587529 0.00098525483529489149 -0.00081046397587695605 -0.00040426981495704837 9.154057391209109e-05 0.00058069813464229898 -0.00050267475261067131
leaf_weight=0.0014158376804160903 0.0010459517615841523 0.0010228977292934252 0.0012823460390671811 0.0011587771351357912 0.0010085270173833512 0.0010453225164097973 0.0012465959688662967 0.0010829474598882116 0.0010938298744916693 0.0018226461055630312 0.0016368974475229111 0.0019500795247349269 0.001259794195842095
leaf_count=132 135 125 422 90 198 179 294 75 308 671 118 880 283
internal_value=0 3.97598e-05 7.96102e-05 0.0005024 -1.44738e-06 -6.88635e-05 2.59488e-06 -7.15368e-05 1.04691e-05 -0.000183504 0.000447386 -4.72328e-05 0.000155502
internal_weight=0 0.0170265 0.0160036 0.00257461 0.013429 0.0121466 0.0111381 0.0100928 0.00884619 0.00612635 0.00271984 0.00503252 0.00320987
internal_count=3910 3775 3650 222 3428 3006 2808 2629 2335 2142 193 1834 1163
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=14
num_cat=0
split_feature=14 484 474 43 160 42 151 49 160 16 42 3 15
split_gain=0.000227698 0.00015189 0.000161303 0.000116976 0.000180063 0.000137344 0.000128098 0.000184001 0.000133111 8.65878e-05 9.1631e-05 0.000114529 6.00692e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.18078000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.089635000000000006 0.087825000000000014 -0.38486499999999996 0.092395000000000019 -0.08348499999999999 -0.066534999999999997
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 -8 11 -11 -13
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12 12 -14
leaf_value=-0.00060317554636244244 -0.00089051791050601039 -0.00056013028470013309 0.00069342242941821243 -0.00059411082570574457 -0.00031748802179475951 -0.00030673388623945076 -0.00016656951364534992 0.0010374064355328058 -0.00031605642195125209 0.0011132107180041686 9.9876609730668638e-06 0.00072119641582224709 0.00011999001661976582
leaf_weight=0.0012553483268986669 0.0010301316780923281 0.0014561864487165873 0.0014901455887259612 0.0010335847505833469 0.0018939943732540271 0.0013311880408551939 0.0010109761874926423 0.0011847376737164732 0.0013839538286250369 0.0011356555249776284 0.0012866636180774785 0.0010739816583937758 0.0014343284407939644
leaf_count=583 138 500 374 220 685 161 164 147 138 118 309 100 273
internal_value=0 4.02885e-05 9.16886e-05 2.86548e-05 7.74493e-05 0.000156563 0.000247794 0.000334534 0.00022086 0.000345922 0.000451004 0.000606724 0.000377408
internal_weight=0 0.0169707 0.0157154 0.0142253 0.0131917 0.0117355 0.00984148 0.0085103 0.00732556 0.00594161 0.00493063 0.00364397 0.00250831
internal_count=3910 3772 3189 2815 2595 2095 1410 1249 1102 964 800 491 373
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=11
num_cat=0
split_feature=52 376 43 4 47 13 1 52 15 4
split_gain=3.24451e-05 5.12647e-05 4.62411e-05 9.39505e-05 9.67292e-05 8.94667e-05 7.16002e-05 8.95019e-05 6.15492e-05 7.33003e-05
threshold=-0.27466499999999994 0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 0.16421000000000002 0.076710000000000014 -0.074484999999999982 -0.20388499999999996 0.0033150000000000007
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=-0.012006379509309472 0.016539329553739501 0.016022162860315665 -0.02153914080457062 -0.012728881387322373 -0.018913958874945323 -0.0092124006063279765 -0.0082718469780867377 -0.00043651964454540296 0.005116750285053197 0.028771416882643893
leaf_weight=0.0010436016108501421 0.0018336107054179218 0.0010035809888170226 0.001161414277421469 0.0011462272644971695 0.0011462634759100507 0.001034502756961131 0.0014526019327596573 0.0012855936145045078 0.0011532563302387661 0.0014491623349859664
leaf_count=425 656 130 133 1187 220 191 150 194 458 166
internal_value=0 0.000837506 -0.000469149 -0.00298685 -0.000164033 0.00725091 0.00314919 0.00655702 0.0120972 0.0182889
internal_weight=0 0.0126662 0.0116626 0.00879452 0.0076331 0.00286811 0.00648684 0.00534061 0.00388801 0.00260242
internal_count=3910 3485 3355 2508 2375 847 2155 968 818 624
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=9
num_cat=0
split_feature=11 48 3 4 2 2 3 4
split_gain=3.22692e-05 5.52719e-05 0.000129166 8.02325e-05 7.24216e-05 0.000101793 9.7804e-05 0.000100777
threshold=0.081005000000000008 0.016865000000000002 -0.0026499999999999996 0.0057500000000000008 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.0046628630353769606 -0.011176334665372375 0.025348546867335182 -0.012996968075205817 0.010869983777291871 0.010443755396462353 -0.022712815076258452 0.011257305280272929 -0.018277718793698383
leaf_weight=0.0016445294898509485 0.001140416426349238 0.0012975289243738301 0.0013288495986853452 0.0013258199862319908 0.0017043454104695112 0.0012933532588573987 0.0019087507607203416 0.001999136965610453
leaf_count=1320 233 469 146 112 421 230 208 771
internal_value=0 0.000885525 0.00759858 -0.00107711 -0.00221751 -0.0053697 -0.00132988 -0.00792374
internal_weight=0 0.0125023 0.0039522 0.00265467 0.00855012 0.00684577 0.00555242 0.00364367
internal_count=3910 3677 727 258 2950 2529 2299 2091
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=10
num_cat=0
split_feature=1 4 13 0 13 3 160 2 3
split_gain=3.08983e-05 8.73527e-05 5.41077e-05 4.94974e-05 4.30884e-05 5.38782e-05 6.81269e-05 6.24687e-05 8.58186e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.028919999999999998 -0.089879999999999974 -0.089899999999999994 0.11265500000000002 -0.026849999999999995 0.089910000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6 8 -8
right_child=4 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0052640523880306562 0.010416252602328462 -0.020906333270994702 0.012330048213524278 -0.0044601935851471533 0.016288439111247874 -0.008680381999996406 0.0055936397102043112 0.01010657032830997 -0.013767658256416999
leaf_weight=0.0010694537313163388 0.0016130440927767074 0.0010301788719152755 0.0012514325749131993 0.0014584529520809571 0.0010144788384401863 0.001766671968749467 0.0014085812342952636 0.0013383958127502547 0.001628414429625909
leaf_count=66 347 566 100 1468 309 131 374 315 234
internal_value=0 -0.00379283 0.00422277 -0.0112681 0.00193589 2.44704e-05 0.00287772 -0.000231697 -0.00478774
internal_weight=0 0.00480952 0.00232089 0.00248863 0.00876959 0.00715654 0.00538987 0.00437539 0.003037
internal_count=3910 2200 166 2034 1710 1363 1232 923 608
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=10
num_cat=0
split_feature=11 3 12 160 52 160 3 2 2
split_gain=3.204e-05 4.3257e-05 5.14853e-05 5.14033e-05 9.52107e-05 6.7078e-05 0.000101667 7.62208e-05 0.000120996
threshold=0.081005000000000008 -0.13927999999999999 0.11655500000000001 -1.0000000180025095e-35 -0.015539999999999998 0.091575000000000017 -0.074234999999999982 1.0000000180025095e-35 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 -9
right_child=-2 2 -4 5 -6 -7 7 8 -10
leaf_value=0.012762699597482991 -0.011123603712446216 0.0052210303931252413 -0.01528071930171682 0.02050531976291417 -0.02070298718986225 -0.011447061956132433 -0.012564081259471348 0.019313131923511265 -0.0077194569905691983
leaf_weight=0.0012989940117926176 0.0011380682451748699 0.0013983495097116667 0.0010064854014522956 0.0017981218187670981 0.0012772731423247069 0.0011304230935663146 0.001334334170800147 0.0017147754176831415 0.0014314249883371679
leaf_count=166 233 373 162 1198 691 330 208 243 306
internal_value=0 0.000911248 -0.000476788 0.00100069 -0.00715443 0.00394573 0.00671708 0.0011836 0.00701413
internal_weight=0 0.0123902 0.0110912 0.0100847 0.00267562 0.00740908 0.00627866 0.00448053 0.0031462
internal_count=3910 3677 3511 3349 1064 2285 1955 757 549
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=15
num_cat=0
split_feature=14 124 133 13 484 132 42 160 160 16 52 12 0 3
split_gain=0.000250099 0.000148459 0.000290965 0.000164037 0.000171337 0.000178455 0.000129353 0.000163416 0.00022333 0.000162503 0.000161052 0.000208401 0.000118753 0.0001323
threshold=0.077685000000000018 0.0040150000000000003 0.099765000000000006 -0.26418499999999995 -0.0043499999999999988 0.080815000000000012 -1.0000000180025095e-35 0.087825000000000014 -0.079684999999999992 -0.50909499999999996 -0.089799999999999977 0.097955000000000014 -0.11524 -0.08348499999999999
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 -8 -10 -11 12 -12 -14
right_child=-2 -3 -4 4 5 -7 7 -9 9 10 11 -13 13 -15
leaf_value=0.00070462693689265425 -0.00096824561512638804 0.00076707156179538184 -0.0010286260733314843 -0.00074844090861365487 -0.00060224049596959415 0.00082161847319565766 -0.00045854629606138195 -0.0004927344158007069 -0.00026193645076383765 -0.0001754330924823346 0.0014520166527863011 -7.9512043995443878e-05 0.0011803478086932057 0.00023270299327882225
leaf_weight=0.0013809969072888948 0.0010043590178883599 0.0010115532605448957 0.0010058559952340678 0.0010948002582835533 0.0012671225225796287 0.0010821295759609406 0.001749240813796008 0.0017158394338648028 0.0014467761301470575 0.0011609395851736697 0.0010141456464256011 0.001137902526770096 0.0010058571078398484 0.0012964572636498693
leaf_count=170 126 93 576 492 660 175 438 166 122 312 62 89 70 359
internal_value=0 3.81011e-05 -6.97709e-06 5.996e-05 -3.76271e-06 5.95526e-05 -1.03672e-05 6.08748e-05 0.00016868 0.000324041 0.000475017 0.000644543 0.000892972 0.000646719
internal_weight=0 0.0173696 0.0163581 0.0153522 0.0139712 0.0128764 0.0117943 0.0105272 0.00881132 0.00706208 0.0056153 0.00445436 0.00331646 0.00230231
internal_count=3910 3784 3691 3115 2945 2453 2278 1618 1452 1014 892 580 491 429
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=13
num_cat=0
split_feature=14 484 474 1 1 42 12 12 52 3 4 2
split_gain=0.000205969 0.000109384 0.000140241 0.000129867 0.000108903 0.000177239 0.000140196 0.000247518 0.000140382 0.000113329 0.0001906 5.32893e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.11052000000000002 -1.0000000180025095e-35 0.099370000000000014 0.090385000000000007 0.092885000000000009 -0.08348499999999999 0.0051950000000000008 0.11260500000000001
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 -7 -11 -6
right_child=-2 2 -4 -5 11 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00053526251327088879 -0.00086164450268425301 -0.00071749755464996809 0.00069283614723837834 0.00050296027518783692 -0.00072566762948064669 0.00075106000237148572 -0.00052864776662641863 0.00090288993487521287 -0.00061865717200934069 -0.00052300004187821674 0.00045052903429252907 -0.00012198035403336456
leaf_weight=0.0011464599302974032 0.001020271735902952 0.0010287431152252542 0.0013616964246179848 0.001918320599144774 0.0011660183378826147 0.001055361097189015 0.0010248935698698924 0.0016799768656419797 0.0010110829291750251 0.0014183643351618281 0.0016997776834423994 0.0010855777725892347
leaf_count=583 141 843 374 272 118 162 148 416 202 391 129 131
internal_value=0 4.77088e-05 9.39622e-05 3.1655e-05 -4.92878e-05 4.79947e-05 0.000147811 0.000248807 3.68632e-05 0.000195671 7.69516e-06 -0.000434608
internal_weight=0 0.0155963 0.0144498 0.0130881 0.0111698 0.0089182 0.00788946 0.00686456 0.00518459 0.0041735 0.00311814 0.0022516
internal_count=3910 3769 3186 2812 2540 2291 1448 1300 884 682 520 249
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 16 15 12 16 1 16 2
split_gain=0.000236484 0.000115631 0.000130164 0.000108742 9.13206e-05 0.000141601 0.000115242 0.000111275 0.000125877 0.000158312 7.51844e-05 6.28334e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.14487999999999998 0.098355000000000012 0.20277000000000003 0.085990000000000011 -0.30307999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 9 -3 -8 -12
right_child=-2 2 -4 -5 5 -7 10 -9 -10 -11 11 -13
leaf_value=-0.00054962428268259713 -0.00093567871947112559 -0.00027239706488228131 0.00066486817637101132 0.00046250428561488166 0.00044513357636539232 -0.00080183729885645164 -0.0005988201493950223 -0.00043504531388984007 0.0008046075735330979 0.00064729487643802684 -0.00034123005518787037 0.00032499894627703742
leaf_weight=0.0011585913193521034 0.0010010577634077802 0.0019312205434432513 0.0013894545722763193 0.0019479982348375906 0.0013026463704984706 0.0012162848061543895 0.0013597030276388533 0.0010207021408041392 0.0012669061039876509 0.0011469755456121992 0.0010985160134038413 0.0010786873109133385
leaf_count=584 135 875 374 272 163 229 209 275 187 408 88 111
internal_value=0 4.68505e-05 9.36739e-05 3.43119e-05 -3.87177e-05 -0.000203754 -5.3443e-05 0.000147542 0.000284397 7.0292e-05 -0.000237069 -1.11494e-05
internal_weight=0 0.0159177 0.0147591 0.0133696 0.0114216 0.00605584 0.00483955 0.0053658 0.0043451 0.0030782 0.00353691 0.0021772
internal_count=3910 3775 3191 2817 2545 800 571 1745 1470 1283 408 199
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=11
num_cat=0
split_feature=1 4 4 13 151 4 1 16 12 16
split_gain=3.82274e-05 7.6097e-05 9.19267e-05 4.36905e-05 3.99643e-05 9.30297e-05 8.45383e-05 6.94493e-05 7.24796e-05 0.000116246
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 -0.083514999999999992 -0.086249999999999979 0.24280000000000004 0.11235500000000002 -0.094359999999999986 -1.0000000180025095e-35 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 7 -7 -6 -9 -10
right_child=4 3 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.011728667366440206 0.014081386820442618 -0.0028896636049290376 0.015787782102659853 -0.021230507097516237 -0.019999142874789076 -0.002780130114070464 0.021038702028216637 0.014455820174414725 0.0052164812975931136 -0.024700501068173682
leaf_weight=0.001007208110621001 0.001225610520537615 0.0010735445478271374 0.0013241710124286556 0.0014234278350770168 0.0011317706476866316 0.0012562250439634441 0.0015917478869343347 0.001072045362276149 0.0015207801279901074 0.0010240711649922435
leaf_count=75 183 716 91 1318 132 108 316 136 518 317
internal_value=0 -0.00501823 0.00390006 -0.0133451 0.00257928 0.000723575 0.0105323 -0.00515915 -0.00051554 -0.00682238
internal_weight=0 0.00482835 0.00233138 0.00249697 0.00882225 0.00759664 0.00284797 0.00474867 0.0036169 0.00254485
internal_count=3910 2200 166 2034 1710 1527 424 1103 971 835
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=13
num_cat=0
split_feature=14 1 474 16 39 151 4 16 0 15 16 15
split_gain=0.000224899 8.19989e-05 0.000144102 0.000115969 0.000187668 0.000172141 0.000182117 0.000144437 0.000108593 0.000145199 0.000129047 9.95424e-05
threshold=0.064610000000000015 1.0000000180025095e-35 0.059400000000000008 -0.055679999999999993 0.005105000000000001 -0.0088999999999999982 0.27223000000000003 -0.095609999999999987 -0.084074999999999997 0.024640000000000006 0.20277000000000003 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 11 -3 7 -7 -1 10 -10 -5
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00069766500843649096 -0.00090876085300136799 -0.00027881076324972026 0.00077933160060522709 -0.0010159107490449904 0.00037179480632757133 -0.00017654601519604776 0.0010955106342713376 0.00070125606637857596 -0.00063711487928231974 0.00063179769734226425 0.00018485523354900649 -0.00019437017499379243
leaf_weight=0.001135111912705657 0.0010176255063759276 0.0018055595613817787 0.0012004433058026001 0.001013266203647431 0.0013177945830675272 0.0017407711422021664 0.0011868868285573961 0.0012298482392164116 0.0014826650473800515 0.0010100744320736092 0.0014549527643176255 0.0012875772606150216
leaf_count=990 138 194 246 158 134 137 241 329 225 567 201 350
internal_value=0 4.21275e-05 0.000138914 5.8679e-05 -0.000218233 0.000226721 0.000446267 0.000186868 -0.000163185 -9.50166e-06 -0.000230007 -0.000556168
internal_weight=0 0.015865 0.0107821 0.0095817 0.00361864 0.00596307 0.00415751 0.00297062 0.0050828 0.00394769 0.00293762 0.00230084
internal_count=3910 3772 1789 1543 642 901 707 466 1983 993 426 508
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=10
num_cat=0
split_feature=1 42 12 51 2 12 16 13 1
split_gain=3.53113e-05 5.14986e-05 5.88283e-05 8.09848e-05 7.346e-05 9.66999e-05 0.000100375 8.93892e-05 7.73801e-05
threshold=0.13662500000000002 -1.0000000180025095e-35 0.098845000000000016 -0.07174999999999998 0.091985000000000011 0.085665000000000005 -0.16268499999999997 -0.032264999999999995 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5 -8
right_child=-2 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.01296805948604773 0.010229836309912248 -0.012708817091197378 -0.010487794316506842 -0.013946791725905018 -0.0098889509983373283 0.024897111885808502 0.00048490682540807469 0.0072808215201434472 0.025883239518757397
leaf_weight=0.0013715827316176142 0.001256925105291515 0.0012800916623797584 0.001767621510744082 0.0015372663354429701 0.0012908012826446241 0.0013204993537279386 0.0010000632206507987 0.0018040072634303728 0.0010075368396823227
leaf_count=1028 225 456 283 1031 155 296 69 202 165
internal_value=0 -0.00114898 0.000323679 0.00239187 0.00482024 0.0101053 0.00418342 -0.00248566 0.0132313
internal_weight=0 0.0123795 0.0110079 0.00924027 0.00796017 0.0046189 0.0032984 0.00334127 0.0020076
internal_count=3910 3685 2657 2374 1918 685 389 1233 234
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=11
num_cat=0
split_feature=41 157 160 42 52 0 2 151 2 3
split_gain=3.40989e-05 4.66767e-05 0.000103245 0.000126685 9.32914e-05 0.000109711 0.000177308 0.000171057 0.000162361 0.000135675
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10701500000000001 0.012625000000000003 0.11203000000000002 -0.0088999999999999982 0.090420000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=0.012289300986388895 -0.011414130489678565 -0.015247825866605492 -0.016654040302878887 -0.0090999168082297084 0.022766296530888856 -0.013162319948850485 -0.017231388377884689 0.026873834270730219 0.041032420116988579 -0.0070832466048438352
leaf_weight=0.0013867722303154912 0.0010665586462416171 0.0017520992962509517 0.0013307340181825415 0.0011373707419697742 0.001144678461893131 0.0015291645409259156 0.0010647963031729215 0.0010139611786956365 0.001112159775357377 0.0010350220799664057
leaf_count=499 221 810 841 183 164 158 258 438 192 146
internal_value=0 0.000875672 -0.000547721 0.00220168 0.00532367 0.00242686 0.00687158 0.0128422 0.0207369 0.00972078
internal_weight=0 0.0125068 0.01112 0.00936789 0.00803715 0.00689247 0.00536331 0.00429851 0.00316114 0.00204898
internal_count=3910 3689 3190 2380 1539 1375 1217 959 776 584
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=11
num_cat=0
split_feature=1 376 150 484 151 12 47 52 12 0
split_gain=3.75413e-05 5.48287e-05 6.95384e-05 8.69838e-05 7.61759e-05 6.90363e-05 0.000100214 8.41382e-05 4.92005e-05 4.60365e-05
threshold=0.12730000000000002 0.048375000000000008 0.083205000000000015 0.084225000000000008 -0.07299499999999999 0.098845000000000016 0.09252500000000001 -0.031409999999999993 0.08401500000000002 -0.051824999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 -9 -2
right_child=9 -3 4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.018938186466086932 0.018969588360527298 0.012987984047009021 0.020020638239597547 0.010193138905530369 -0.0046369962809396743 -0.025595168026936621 -0.025063716276318208 -0.0034570312035570425 0.013396666996428658 -0.0010152051338784369
leaf_weight=0.0010374139623748509 0.0010034155327077747 0.0010860211391371293 0.0011241004032917883 0.0012561672481712074 0.0012432946070763543 0.00105654641726435 0.0010916614349211762 0.0020031864879201224 0.0013773115153504628 0.0011839707048259163
leaf_count=517 201 149 210 297 176 462 230 276 1248 144
internal_value=0 -0.0016739 -0.00323657 -0.00635616 0.00707109 -0.00952222 -0.00643998 -0.00183807 0.00340965 0.00815238
internal_weight=0 0.0112757 0.0101897 0.00782229 0.0023674 0.00656612 0.00550957 0.00441791 0.0033805 0.00218739
internal_count=3910 3565 3416 3030 386 2733 2271 2041 1524 345
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=10
num_cat=0
split_feature=1 4 43 0 13 3 160 16 49
split_gain=3.81039e-05 7.75837e-05 4.89282e-05 4.11248e-05 4.09138e-05 5.21775e-05 5.5854e-05 5.26278e-05 5.48646e-05
threshold=0.085835000000000009 -0.15333499999999997 0.070805000000000021 -0.089879999999999974 -0.089899999999999994 0.11265500000000002 -0.026849999999999995 -0.055679999999999993 -0.015364999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6 8 -8
right_child=4 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0053519166933566576 0.01090394807148134 -0.021053770590249585 0.012124178327784596 -0.0052730814369334545 0.01596805500040787 -0.0086905320925124274 -0.0012388135995890779 -0.0078301708253635822 0.016469351323864342
leaf_weight=0.0011282874796947674 0.0016040788964082741 0.0010083087086644761 0.0011605101900045156 0.0014205084427850558 0.0010022308546839276 0.0017289751460265457 0.0016118982376487497 0.0017140263636724836 0.0010202574684200216
leaf_count=134 347 566 32 1468 309 131 115 450 358
internal_value=0 -0.00438514 0.00350915 -0.0118243 0.00228691 0.000333878 0.00325119 0.000318675 0.0056251
internal_weight=0 0.00471761 0.0022888 0.00242882 0.00868147 0.00707739 0.00534841 0.00434618 0.00263216
internal_count=3910 2200 166 2034 1710 1363 1232 923 473
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=11
num_cat=0
split_feature=1 123 133 150 48 1 42 2 160 12
split_gain=3.32457e-05 5.18227e-05 5.70088e-05 6.62678e-05 6.20792e-05 7.65394e-05 8.95959e-05 0.000110792 9.59454e-05 3.61478e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.087330000000000019 0.10559 0.10329000000000001 0.11198000000000001 0.085195000000000007 0.084065000000000015 0.051580000000000008 0.082640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.009570730243250598 0.0096139963313268146 0.011268056133851345 -0.016118642619372476 -0.014672178240450926 -0.013442457799929274 0.014041089818291049 0.014039857694109597 -0.027116905026901651 0.0046328934033335444 -0.010871603996213272
leaf_weight=0.0014485901207642879 0.0012455095889873499 0.001189839196371 0.0010568891966619498 0.0011916678101943209 0.001020150175944032 0.0018136201286767795 0.0012681072495479666 0.0010247688510020561 0.0010006850138254003 0.0010953454262354627
leaf_count=340 225 276 882 139 155 203 655 208 176 651
internal_value=0 -0.00105316 -0.0023957 -0.000925184 0.000964027 0.00288489 -0.000581164 -0.00463882 -0.0112345 -0.0187239
internal_weight=0 0.0121097 0.0109198 0.00986293 0.00867127 0.00765112 0.0058375 0.00456939 0.0031208 0.00212011
internal_count=3910 3685 3409 2527 2388 2233 2030 1375 1035 859
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=15
num_cat=0
split_feature=14 484 474 14 15 457 160 160 12 1 12 2 4 13
split_gain=0.000292075 0.000145361 0.000165859 9.81665e-05 0.000281236 9.94886e-05 9.22061e-05 0.000179852 0.000120789 0.000155684 0.000176588 0.000120092 0.000135642 0.000128676
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 -0.076254999999999989 -0.14789999999999995 -1.0000000180025095e-35 0.092810000000000017 0.084835000000000008 -0.036459999999999992 0.12864500000000004 0.10058500000000002 0.10113500000000002 -0.0017649999999999999 -0.070604999999999987
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 -7 10 11 12 13 -10
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00057917564034642641 -0.00098119937778730305 -0.00054169569982592586 0.00068742239471896642 0.0010260981344504525 -0.00057339911770710171 -0.00045901836392243115 -0.00042827880451586981 0.00086133564429979718 0.0010610556277387436 0.00068666819634900886 -0.00058430310165312591 -0.00031762845315933241 -0.00011668856819935007 0.00015015532853544667
leaf_weight=0.0012470305942571458 0.0010530134126933424 0.0010016404976002828 0.0014915311984777897 0.001011090565359688 0.0010125027888472663 0.00155416525833785 0.0013123019069958422 0.0010008887681716991 0.0011688676768684 0.0013960484668608976 0.0014584387088727004 0.0013524350827123569 0.0014075552656446439 0.0010417536326635759
leaf_count=584 135 96 374 279 121 149 145 98 446 72 302 235 202 672
internal_value=0 4.08656e-05 8.85675e-05 2.78779e-05 6.94721e-05 -6.65848e-06 4.24182e-05 0.000101926 2.08868e-05 0.000116202 -7.67287e-06 0.000161518 0.000340617 0.000631795
internal_weight=0 0.0174563 0.0162092 0.0147177 0.013716 0.012705 0.0116925 0.0103802 0.00937926 0.0078251 0.00642905 0.00497061 0.00361818 0.00221062
internal_count=3910 3775 3191 2817 2721 2442 2321 2176 2078 1929 1857 1555 1320 1118
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=10
num_cat=0
split_feature=50 15 15 13 0 13 4 16 4
split_gain=3.81159e-05 8.55189e-05 7.96e-05 7.34705e-05 9.00453e-05 0.000124898 0.000118462 7.75097e-05 5.80719e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 -0.098179999999999976 -0.0019849999999999994 -0.030814999999999995 -0.057604999999999996 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.018359912452355076 -0.011597519383368407 -0.017088172410190502 0.0088515539986503602 0.013003031710417763 0.0095158085405116447 -0.026599490659639704 -0.017674030906091792 0.018398110237570431 -0.013020765215724837
leaf_weight=0.0011687402209127314 0.0011838737762814361 0.0012077024739455587 0.0011326497772133209 0.0019265057887253431 0.0018690609219380802 0.0012084145145240927 0.0011863177904441213 0.0014209516491970366 0.0010682574889384518
leaf_count=264 715 286 108 184 929 469 562 180 213
internal_value=0 0.0010506 -0.000785183 0.00122143 -0.00165688 -0.00828478 -0.00104124 0.00614574 -0.00176464
internal_weight=0 0.0121886 0.0110199 0.00981216 0.00788565 0.00426379 0.00305538 0.00362186 0.00220091
internal_count=3910 3195 2931 2645 2461 1960 1491 501 321
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=12
num_cat=0
split_feature=14 157 14 15 3 49 0 1 0 3 48
split_gain=0.000225661 9.24455e-05 9.86086e-05 0.000172265 7.77439e-05 0.000112004 0.000149543 0.000143647 0.00011307 0.000176765 9.01565e-05
threshold=0.064610000000000015 -0.072409999999999988 -0.13131999999999996 -0.14487999999999998 0.13772500000000001 -0.081419999999999979 -0.070894999999999986 0.087545000000000026 0.12346000000000001 -0.074234999999999982 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -8 -9
right_child=-2 2 3 4 -6 6 8 10 -10 -11 -12
leaf_value=0.00047820646740014518 -0.00089394584062166185 -0.00052343029264302838 0.00074732792461052009 0.00031957961176914366 0.00036442176820650359 -0.001080322939577625 0.00088443538875580536 -5.1987713002457926e-06 -0.0003341576847544874 -0.00015345441650696783 -0.00071031325280179216
leaf_weight=0.0016453182569033933 0.0010018119011264417 0.0012295574535111211 0.0011769093977706127 0.0019925985631999371 0.001632233787951882 0.0010059804143871288 0.0011396110269256757 0.0020018451071260688 0.0015336765503785113 0.0012959946260206034 0.0010072675407282183
leaf_count=496 138 121 330 214 122 1315 241 486 115 266 66
internal_value=0 4.71392e-05 -3.46433e-06 4.65374e-05 -2.45068e-05 -8.81355e-05 -0.000189886 -0.000451463 7.47103e-05 0.00033217 -0.000241228
internal_weight=0 0.015661 0.0140157 0.0127861 0.0116092 0.00997697 0.00798438 0.00401509 0.00396928 0.00243561 0.00300911
internal_count=3910 3772 3276 3155 2825 2703 2489 1867 622 507 552
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=14
num_cat=0
split_feature=14 48 484 457 1 42 3 474 3 2 12 15 4
split_gain=0.000276658 0.000117289 0.000153348 0.000118261 0.000118711 0.000123816 0.000124228 0.000120364 8.67942e-05 0.00017515 0.000122573 0.0001208 0.000181175
threshold=0.073890000000000011 -0.064549999999999982 -0.0043499999999999988 0.090150000000000022 0.12864500000000004 0.092145000000000019 -0.15121499999999996 0.080165000000000014 0.092005000000000017 0.096540000000000015 0.090840000000000018 -0.094924999999999995 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 11 -10 -8 -13
right_child=-2 2 3 -5 -6 -7 7 -9 10 -11 -12 12 -14
leaf_value=0.00064082789330655086 -0.0010112966806373569 -0.00070429183069554741 0.00075810812151271922 -0.00058054178745215812 0.00055821416376682748 -0.00043861384967143268 0.00034842320815181398 0.00065179294419857544 -0.00068060542887701911 0.00073025847567066888 0.00018695706061580547 0.00016796127403255728 -0.00097272767275127206
leaf_weight=0.0011977556107707855 0.0010017692214927534 0.0010923231850112217 0.0010467635258173394 0.0010341152239899407 0.001923848348418084 0.0018102748307035959 0.0013160372121356397 0.0010842175192606711 0.0015716338924700313 0.0012786492537390122 0.0010407214249212871 0.0010631390541415413 0.0010782940892650698
leaf_count=194 135 557 141 97 268 554 191 252 129 317 23 647 405
internal_value=0 4.98808e-05 3.73933e-06 5.80217e-05 0.000107997 3.12765e-05 0.000121011 4.19267e-05 -4.80549e-05 0.000110209 -0.000334982 -0.000119099 -0.00040642
internal_weight=0 0.0165378 0.01534 0.0142477 0.0132136 0.0112897 0.00947946 0.00843269 0.00734847 0.00473612 0.00261236 0.00345747 0.00214143
internal_count=3910 3775 3581 3024 2927 2659 2105 1964 1712 1560 152 1243 1052
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=11
num_cat=0
split_feature=4 15 0 40 49 2 3 0 4 2
split_gain=3.41052e-05 4.64371e-05 3.69002e-05 7.71886e-05 9.04941e-05 9.58072e-05 8.93789e-05 0.00014539 4.11976e-05 3.21274e-05
threshold=0.27020000000000005 -0.43091499999999999 0.055865000000000005 -0.065259999999999999 -0.084114999999999981 0.113945 0.090325000000000003 -0.070894999999999986 0.022820000000000003 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 -4
right_child=1 -3 9 4 5 -7 -8 -9 -10 -11
leaf_value=-0.024771825121023525 -0.0028155751550632442 0.018504801562273895 -0.0020812289573323953 -0.023729146747190004 -0.020287504720946387 -0.020851121412132887 0.023169682644836442 0.019209074875886925 0.00070995567837095345 0.017701302820786694
leaf_weight=0.0010588258023189702 0.0012910596788390924 0.0013536311138068035 0.0011087571264810142 0.0010321249933954238 0.0015266679326612642 0.0010132599748893713 0.0014543681955439119 0.0015666426592862931 0.0010005269622840984 0.001019088676980362
leaf_count=197 211 261 120 187 1923 255 134 295 226 101
internal_value=0 0.00809683 -0.00209526 -0.00442871 -0.00159213 0.00189004 0.00604322 -4.10854e-05 -0.0119745 0.00739321
internal_weight=0 0.00264469 0.0107803 0.00865242 0.00759359 0.00656147 0.00554821 0.00409384 0.00252719 0.00212785
internal_count=3910 472 3438 3217 3020 2833 2578 2444 2149 221
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=12
num_cat=0
split_feature=14 484 474 1 160 12 2 43 12 15 1
split_gain=0.000269442 0.00015037 0.000129108 9.22788e-05 9.22634e-05 0.000108517 0.000143493 0.000106089 0.0001041 0.00014283 6.52803e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.080734999999999987 0.10058500000000002 0.091985000000000011 -0.073139999999999983 0.085665000000000005 -0.021529999999999997 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 -8 -9
right_child=-2 2 -4 -5 5 -7 8 10 -10 -11 -12
leaf_value=-0.00062058157592653534 -0.00098440091604990896 -0.00055016824200748813 0.00067813176713514664 0.00044583398387091765 0.00024585215014377877 -0.00043440103242648717 0.00048658623107518953 -0.00011354601107123075 0.00073379954321307276 -0.0003543862311914039 -0.00077165312340011474
leaf_weight=0.0011671318844190077 0.0010158407981813644 0.0011202173778796362 0.0013950919443224729 0.0019491457537869966 0.001520463926882563 0.0015597559664707614 0.0018731393030145555 0.0012443499171144548 0.0017409452910797443 0.0013261758521456724 0.0010845834690005537
leaf_count=583 138 425 374 272 338 299 263 663 305 84 166
internal_value=0 5.70333e-05 0.00011042 5.13977e-05 -1.56327e-05 4.22253e-05 0.000126804 -0.000157013 0.000347951 0.000137987 -0.000420026
internal_weight=0 0.015981 0.0148139 0.0134188 0.0114696 0.0103494 0.00878966 0.0038494 0.00494026 0.00319932 0.00232893
internal_count=3910 3772 3189 2815 2543 2118 1819 1167 652 347 829
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=13
num_cat=0
split_feature=14 484 475 42 42 160 151 47 3 1 2 2
split_gain=0.000290402 0.000117903 0.00012467 9.45961e-05 0.000107718 0.00017038 0.000177998 0.00017853 0.000245576 9.12012e-05 8.77107e-05 0.000194569
threshold=0.073890000000000011 -0.0043499999999999988 -0.050754999999999995 0.10269500000000001 -1.0000000180025095e-35 -0.080734999999999987 -0.084129999999999996 0.10561500000000001 -0.08348499999999999 0.11113500000000003 0.10571000000000001 0.087995000000000004
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 -4 11 -10
right_child=-2 2 3 -5 5 6 7 -9 10 -11 -12 -13
leaf_value=-0.00053512397603393584 -0.001021728217718604 0.00070870238470118645 -0.00068854721742719394 -0.00048854618766912261 -0.00050973114105509721 -0.00039693844190617089 0.00086412386507772252 0.001045299976346452 -0.00030874740213685642 0.00012028156817899709 -0.00029466761843631841 0.00066055354036664035
leaf_weight=0.0012179550286181744 0.0010279755135725382 0.0011883706064240692 0.0011326961371068015 0.0011618175095765145 0.0012405597827943584 0.001354707683865807 0.0018351439107239294 0.0012729193066455414 0.0014338348649596145 0.0010173997457821327 0.0019818775740478387 0.0017903324748981958
leaf_count=584 135 399 847 370 349 165 200 77 364 65 196 159
internal_value=0 5.21729e-05 9.8592e-05 4.76094e-05 9.53078e-05 0.000174365 0.000262138 0.000369528 0.000247361 -0.000305819 2.99503e-05 0.000229491
internal_weight=0 0.0166276 0.0154097 0.0142213 0.0130595 0.0109094 0.00966882 0.00831411 0.00704119 0.0021501 0.00520604 0.00322417
internal_count=3910 3775 3191 2792 2422 1510 1161 996 919 912 719 523
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=14
num_cat=0
split_feature=14 484 157 43 160 40 151 42 4 160 48 2 0
split_gain=0.000328921 0.000129214 0.000181966 0.000102236 0.000173609 0.000137499 0.00017431 0.000233196 0.00018769 0.000133251 9.14958e-05 0.000126629 8.06735e-05
threshold=0.073890000000000011 -0.0043499999999999988 -0.072409999999999988 0.16180500000000003 -1.0000000180025095e-35 -0.081174999999999983 -0.084129999999999996 -1.0000000180025095e-35 0.27020000000000005 0.087825000000000014 0.085575000000000012 0.10113500000000002 -0.069794999999999982
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 9 10 11 12 -9
right_child=-2 2 3 -5 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00054590736190896242 -0.001072869777732365 0.00073584591252409161 -0.00055215153104588941 -0.00053636204009540115 0.00083069717664124572 -0.00056099122363473784 -0.00056868818636989502 0.00014857638842448177 0.0010177576360817747 -0.00034966497499966999 0.00081691097680183658 -0.00033298835483405872 0.0008424684143160091
leaf_weight=0.0011938736859283287 0.0010009228579121099 0.0015456828587772546 0.0013889420417154555 0.00105069763488646 0.0010500852854142149 0.0012863714345386903 0.0012552216285476947 0.001516053249996942 0.0012161418680628998 0.0013214203745080672 0.0011339292328686155 0.0011624364587261571 0.0010466042806154335
leaf_count=584 135 389 500 229 169 137 634 428 194 126 121 158 106
internal_value=0 6.27133e-05 0.00011124 3.93416e-05 8.82129e-05 0.000169156 9.92569e-05 0.000197424 0.000327436 0.000191599 0.000338797 0.000193258 0.000431966
internal_weight=0 0.0161675 0.0149736 0.0134279 0.0123772 0.0109883 0.00993818 0.00865181 0.00739659 0.00618044 0.00485902 0.00372509 0.00256266
internal_count=3910 3775 3191 2802 2573 2073 1904 1767 1133 939 813 692 534
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=11
num_cat=0
split_feature=49 15 12 12 3 16 3 2 2 43
split_gain=3.58808e-05 0.000120741 0.000102892 8.61769e-05 6.92812e-05 6.87744e-05 6.46164e-05 6.27577e-05 3.66413e-05 2.75952e-05
threshold=-0.029304999999999998 -0.091024999999999981 0.080120000000000011 0.085185000000000025 -0.015794999999999997 0.050115000000000007 -0.08095999999999999 0.097940000000000013 0.113945 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 -2 8 9 -8 -6 -4
right_child=2 3 6 -5 5 -7 7 -9 -10 -11
leaf_value=0.026693917325557509 0.019461158303456089 -0.014402253350897736 -0.010844589554078512 0.013660805184510138 0.012469412697274978 -0.015114582766654703 -0.014309452853604398 0.011713668059249163 -0.0043273017282849848 -0.026801216756982715
leaf_weight=0.0011070748413110169 0.0012915906978087279 0.001460809815135228 0.0011598441911233244 0.001030102729052379 0.0018149374095504502 0.0012158395324169402 0.0010078398793764284 0.0010390975155146441 0.0011852244133700206 0.0012359183895200528
leaf_count=114 190 282 557 163 266 156 690 296 156 1040
internal_value=0 0.00627719 -0.00238092 -0.00279693 0.00440507 -0.000207431 -0.0107935 -0.0010992 0.00583381 -0.0190762
internal_weight=0 0.00359799 0.00995029 0.00249091 0.00550759 0.004216 0.0044427 0.00204694 0.00300016 0.00239576
internal_count=3910 559 3351 445 768 578 2583 986 422 1597
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=10
num_cat=0
split_feature=1 52 16 15 3 2 2 2 4
split_gain=4.0531e-05 5.92358e-05 5.68325e-05 0.00010851 5.39599e-05 0.000132236 0.000122341 9.91432e-05 0.000100449
threshold=0.10498500000000001 -0.015039999999999998 -0.23935499999999996 -0.14676499999999995 -0.115685 0.10571000000000001 0.096540000000000015 0.084065000000000015 -0.0062499999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.006889542165341201 0.014731432617509956 0.022906798495699623 -0.013366694909121039 -0.0081190883862965069 0.0054447167450246458 -0.030465460846015528 0.017388215368852752 -0.035511624476871666 -0.0030233794975477327
leaf_weight=0.0019855814665449036 0.0019919039697829533 0.0010772388060862181 0.0012658413161535983 0.0013449939906796243 0.0014715503991041094 0.0010466861728855173 0.0012801798705469793 0.0010191436966014709 0.0010010013241621961
leaf_count=292 372 207 155 125 743 346 300 1014 356
internal_value=0 0.00460908 -0.00085794 0.00567904 -0.00347939 -0.00701778 -0.00187466 -0.00893711 -0.0194134
internal_weight=0 0.00567998 0.00368807 0.00242223 0.00780414 0.00581856 0.00477188 0.0034917 0.00202015
internal_count=3910 859 487 332 3051 2759 2413 2113 1370
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=15
num_cat=0
split_feature=14 484 475 1 160 42 42 1 1 3 160 13 16 51
split_gain=0.000240974 0.000122914 0.000165525 0.000124241 0.000114534 0.000131204 0.000153365 0.000146627 0.000219341 0.000143863 0.000118617 0.000137462 7.52275e-05 5.48096e-05
threshold=0.064610000000000015 -0.0043499999999999988 -0.050754999999999995 0.12864500000000004 -0.080734999999999987 -1.0000000180025095e-35 0.09901500000000002 0.11052000000000002 0.10113500000000002 -0.100615 0.087825000000000014 -0.075169999999999987 0.0015250000000000001 -0.06809999999999998
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 -7 11 12 -11 -5
right_child=-2 2 3 13 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00053345893726909393 -0.00091901658751674417 0.00077116243694094083 -0.00059303302721136421 0.00016042836232128436 -0.00052896762295325482 0.00070221449137455915 -0.0005814693079031016 -0.00039724278633451211 0.0010042082872944963 -0.0005509590431183463 -0.00059794253350764709 0.00060590035619495324 0.00019189334734617344 0.00078299676369934042
leaf_weight=0.0012639943722727994 0.0010213538658714874 0.0012147790460560548 0.0012532961342861812 0.0010696440952556382 0.0013984851782003942 0.0012895055897317338 0.0010760726920417693 0.0013260732378541674 0.0013256106097513098 0.0010000001157742864 0.0010326383772019665 0.00140929973148358 0.0010151886196330256 0.0010217199228478207
leaf_count=583 138 399 434 52 791 62 310 154 167 296 116 109 73 226
internal_value=0 4.28607e-05 9.00646e-05 3.187e-05 -4.2758e-05 2.06711e-05 0.000101802 0.000189349 0.000299337 0.00013674 -2.68591e-05 0.000145348 -0.000176733 0.000464579
internal_weight=0 0.0166963 0.0154323 0.0142175 0.0121262 0.0108729 0.00947439 0.00839832 0.00707224 0.00574663 0.00445713 0.00342449 0.00201519 0.00209136
internal_count=3910 3772 3189 2790 2512 2078 1287 977 823 656 594 478 369 278
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=11
num_cat=0
split_feature=2 49 49 51 3 49 52 1 2 3
split_gain=4.0662e-05 0.000111448 7.66624e-05 0.000113682 6.31759e-05 0.00010869 0.00015265 6.82797e-05 4.49414e-05 4.17081e-05
threshold=0.11462500000000002 0.0052300000000000011 0.024250000000000004 0.08955500000000001 -0.078669999999999976 -0.029304999999999998 0.0033900000000000002 0.10884000000000001 0.093815000000000009 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=0.010715959797611946 0.022058530905406035 -0.010108579674369941 0.01692262083617305 -0.028315198445691116 -0.007139709700269007 -0.035434452735471064 0.0027482837878554721 -0.0091748615090994894 0.019567436388376321 0.013772381938592782
leaf_weight=0.0010743098858279256 0.0014741237124032951 0.0010660378528191449 0.0010965999650210259 0.0010080352689085569 0.0011820652870607453 0.0013349777417468751 0.0010944122770115529 0.0016310686525183391 0.001497556542821226 0.0010209179964336124
leaf_count=193 392 207 595 269 324 733 670 199 242 86
internal_value=0 0.00855886 -0.00208504 -0.00420259 -0.00145154 -0.00935702 -0.0182336 0.0037436 0.0094376 0.00255148
internal_weight=0 0.00254016 0.0109399 0.00984334 0.00883531 0.0035037 0.00242939 0.00533161 0.00370054 0.00220298
internal_count=3910 599 3311 2716 2447 1596 1403 851 652 410
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=11
num_cat=0
split_feature=1 4 14 15 16 52 13 0 52 43
split_gain=4.16318e-05 6.20264e-05 3.90918e-05 0.000106385 8.94075e-05 9.13695e-05 8.17354e-05 9.18e-05 0.00011104 2.60159e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13131999999999996 -0.16430499999999995 -0.27337499999999998 0.071660000000000015 -0.00059999999999999995 -0.10071499999999999 -0.069134999999999988 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 -5 6 -6 8 -8 -1
right_child=2 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.0057933921368389331 -0.0096296395031907761 -0.015712945696332851 0.025451089489166349 -0.015889021277312221 0.012733961408517559 0.022937933085570177 -0.014276173193143558 -0.023003852330781002 0.01825415111584433 0.0092842365773843135
leaf_weight=0.0011214842688829847 0.001144483892409595 0.0017947882437043352 0.0010110414356799833 0.001242358176164522 0.0017497160208857247 0.0011042597558621262 0.0010024309076118523 0.0010523393852120326 0.0010565783602253243 0.0011225385929367337
leaf_count=380 171 1586 228 176 653 221 69 319 65 42
internal_value=0 -0.00601085 0.00249378 0.004182 0.00119853 0.00475724 0.000627233 -0.00618118 0.00241673 0.00174896
internal_weight=0 0.00403881 0.00936321 0.00821872 0.00720768 0.00596532 0.00486106 0.00311135 0.00205901 0.00224402
internal_count=3910 2008 1902 1731 1503 1327 1106 453 134 422
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=10
num_cat=0
split_feature=2 52 150 4 12 15 0 4 15
split_gain=3.71432e-05 9.35201e-05 8.65437e-05 7.61695e-05 9.70289e-05 7.64081e-05 7.34331e-05 3.85037e-05 1.98562e-05
threshold=0.10946500000000002 0.084240000000000023 0.088380000000000014 0.15045000000000003 0.085325000000000012 -0.024209999999999999 -0.13506999999999997 -0.10647999999999999 -0.13578499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -3 -2
right_child=6 7 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0049773117236567559 -0.010439075094578783 -0.027278486167156585 -0.016580994089102179 0.021105865839551197 -0.016347199484733909 0.01805567182043807 0.017653841967481453 -0.0069948448337183965 0.004300650516708443
leaf_weight=0.0015102369390717777 0.001091100356741322 0.0010095266034125736 0.00126213965813083 0.0013497170814583759 0.0013644148218885065 0.0018292086050846219 0.0017539358258710194 0.0011497119651982801 0.0010116744122849464
leaf_count=279 98 78 221 176 1027 370 559 992 110
internal_value=0 -0.00261898 0.00147159 0.00523546 0.000681634 0.00763919 0.00620334 -0.0164782 -0.00334759
internal_weight=0 0.00947496 0.00731572 0.00605358 0.00470386 0.00333945 0.00385671 0.00215924 0.00210277
internal_count=3910 3143 2073 1852 1676 649 767 1070 208
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=11
num_cat=0
split_feature=14 484 474 1 12 1 12 2 16 4
split_gain=0.000224297 0.0001134 0.000113941 0.000125342 0.000109177 0.000129641 0.000144768 0.000102679 8.77478e-05 7.92539e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.10058500000000002 0.11052000000000002 0.090385000000000007 0.10274500000000002 -0.055679999999999993 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00054835363661761909 -0.00090005076429067079 0.00046038130110081816 0.00065135082855513409 0.00051700834972230494 -0.00050873277683823081 -0.00045664473842062372 0.00062062773114773026 0.00038415401055336579 -0.0005114670262824667 -0.00026916411460372106
leaf_weight=0.0011172412133273633 0.0010123625393123467 0.0010808821280224232 0.0013101144330266634 0.0018461388424214761 0.0015991965036123322 0.0016325194275854781 0.0019056887946781349 0.001823837463165192 0.001721799459483286 0.0012172059328348684
leaf_count=583 141 566 374 272 360 211 639 215 381 168
internal_value=0 5.30219e-05 0.000100547 4.42906e-05 -3.51823e-05 4.55367e-05 0.000151328 -1.71456e-06 -0.000176785 7.39701e-05
internal_weight=0 0.0152546 0.0141374 0.0128273 0.0109811 0.00938193 0.00774941 0.00584372 0.00401989 0.00229809
internal_count=3910 3769 3186 2812 2540 2180 1969 1330 1115 734
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=12
num_cat=0
split_feature=14 484 474 1 42 4 16 151 4 3 43
split_gain=0.000178182 0.00012962 0.000181884 0.000124969 0.000121003 0.000113344 0.000126752 0.000148429 0.000227631 8.10454e-05 7.16979e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.09901500000000002 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.25367000000000006 0.092005000000000017 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 -9 10 -3
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00056971103399305434 -0.0007859039978221873 8.9616766291281152e-05 0.00078000122341590047 0.00048926146496940028 -0.00068172549073512235 -0.00057367184300650867 -0.00076885577342474735 -0.00027940067541069456 0.00080479642347116903 -0.00024192308870541124 0.00063479476476596968
leaf_weight=0.001172693772997546 0.0010258509186297426 0.0017592383578791905 0.0013994321156305537 0.0019905159294986889 0.0010376478619316997 0.001305030127406466 0.0010951722878345341 0.0016210256917417055 0.0013769236783508845 0.0010408773066800936 0.0019615539928145584
leaf_count=583 141 497 374 272 352 122 196 240 134 82 917
internal_value=0 5.74566e-05 0.000107875 3.6553e-05 -4.39227e-05 2.12177e-05 -0.000173293 -2.17132e-05 0.000218559 0.000241728 0.000377028
internal_weight=0 0.0157601 0.0145874 0.013188 0.0111975 0.0101598 0.00539815 0.00430298 0.00299795 0.00476167 0.00372079
internal_count=3910 3769 3186 2812 2540 2188 692 496 374 1496 1414
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=10
num_cat=0
split_feature=147 159 1 42 3 15 47 49 2
split_gain=3.79118e-05 7.54086e-05 8.28427e-05 7.23058e-05 7.71742e-05 0.000127843 6.81456e-05 6.7572e-05 5.77416e-05
threshold=0.088565000000000019 -0.034019999999999988 0.12958500000000003 0.093230000000000021 -0.08348499999999999 -0.021529999999999997 0.081320000000000017 -0.006494999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 -9
right_child=-2 2 -4 -5 6 -7 -8 8 -10
leaf_value=-0.020119609143958401 0.014062755228454047 0.031567861559727385 0.018672084608598948 -0.018433232963654875 -0.011816055506183986 -0.001680864605720953 -0.021414838665509861 -0.0068013425381367749 0.014926606458206452
leaf_weight=0.0011033361975863716 0.0010096623374154642 0.0010807238621720564 0.0012953008701719155 0.0012913257371472515 0.0018171549094114681 0.0017235857560485594 0.0010730867741073581 0.0011291535724729618 0.0018591918947541662
leaf_count=513 168 288 266 521 258 869 210 532 285
internal_value=0 -0.00121047 0.000640823 -0.0017008 0.000787653 0.0111325 -0.00414724 -0.00029132 0.00671665
internal_weight=0 0.0123729 0.0112695 0.00997422 0.0086829 0.00280431 0.00587859 0.0048055 0.00298835
internal_count=3910 3742 3229 2963 2442 1157 1285 1075 817
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=14
num_cat=0
split_feature=14 48 11 2 16 15 150 52 0 15 2 52 43
split_gain=0.000151298 0.000105164 0.000112598 8.87499e-05 0.000138766 0.000149203 0.000111952 0.000154965 0.000108317 8.59357e-05 8.08451e-05 0.000125378 2.69872e-05
threshold=0.054835000000000009 -0.064549999999999982 0.081005000000000008 0.10910500000000002 -0.16268499999999997 -0.017214999999999998 0.088380000000000014 0.084890000000000007 -0.10575999999999998 -0.098459999999999978 0.08400500000000001 -0.098644999999999983 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 9 -3 11 -10 -9
right_child=-2 2 -4 4 5 -7 -8 12 10 -11 -12 -13 -14
leaf_value=0.00060476467544861537 -0.0007225141607173762 9.3178383517828031e-05 -0.00058970700329024034 -0.00026288576938563357 0.00014435467601812597 0.001085034322048163 -0.0006293486646053605 -0.00020697918385130566 0.00019944385740612862 0.00081714798315820237 0.00026215447342850464 -0.00072041707961734407 -0.00063356990218859841
leaf_weight=0.0010607778813545151 0.0010052188532537814 0.0010753962518680171 0.001099419066140416 0.0011037383052226023 0.0014178638700545131 0.0010368639502849458 0.0010757971972372134 0.001026390426675761 0.0010137833705377627 0.0012702302419014475 0.0018445923432754341 0.001094517240553294 0.0010820240114635818
leaf_count=194 147 111 174 186 312 131 192 275 124 86 737 557 684
internal_value=0 3.24397e-05 -1.04941e-05 3.83356e-05 0.000292135 0.000541693 -5.69044e-05 1.63487e-05 0.000164391 0.000485231 -2.59931e-05 -0.000278099 -0.000425903
internal_weight=0 0.0152014 0.0141406 0.0130412 0.00355847 0.00245473 0.00948273 0.00840693 0.00629852 0.00234563 0.00395289 0.0021083 0.00210841
internal_count=3910 3763 3569 3395 629 443 2766 2574 1615 197 1418 681 959
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=14
num_cat=0
split_feature=14 124 484 474 3 13 1 133 0 0 2 4 4
split_gain=0.000276793 0.000140117 0.000203718 0.000146257 0.000131792 0.000147073 0.00029268 0.000163704 0.000155531 0.000265382 0.000143493 0.000115074 0.000183379
threshold=0.073890000000000011 -0.061329999999999989 -0.0043499999999999988 0.084655000000000022 -0.12008499999999998 -0.083354999999999985 0.10080500000000002 0.083815000000000014 -0.053834999999999994 -0.075584999999999986 0.106035 0.0057500000000000008 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 7 -6 9 11 -4 -7 -13
right_child=-2 2 3 -5 5 8 -8 -9 -10 -11 -12 12 -14
leaf_value=0.0005884838078949289 -0.00098897773790870423 -0.00082268655312888904 -1.900707295204263e-05 0.00069359915417576757 -0.00074859740796389914 -0.00081809468018774695 0.0011075296336807128 0.00031069601573332784 -0.00085162474241635879 0.00076655646877485124 0.00088859113724139532 0.00046399519427117654 -0.00050554776449784563
leaf_weight=0.0016877795453444306 0.0010416125764257508 0.0010926315476951871 0.0015344704074695672 0.0012602064710687715 0.0010062216645778761 0.0013126002296956025 0.0010165584091994676 0.0012673752039203973 0.0014103945439766386 0.0010469878952596382 0.0011884376792780094 0.0012301607500088841 0.0019216526490975138
leaf_count=301 135 567 132 280 357 860 155 172 237 333 112 84 185
internal_value=0 5.23453e-05 -6.84505e-06 5.59524e-05 -6.17169e-06 -0.000108373 0.000232932 -0.000158114 -0.000270606 -0.000121921 0.000377122 -0.000330285 -0.000127133
internal_weight=0 0.0169755 0.0152877 0.0141951 0.0129349 0.010212 0.00329016 0.0022736 0.0069218 0.0055114 0.00272291 0.00446441 0.00315181
internal_count=3910 3775 3474 2907 2627 2383 684 529 1699 1462 244 1129 269
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=14
num_cat=0
split_feature=14 484 474 132 160 13 0 43 12 42 0 1 0
split_gain=0.000398491 0.000174287 0.000188508 0.000129799 0.00013693 0.000142025 0.000144605 0.000138736 9.6128e-05 9.45476e-05 0.000123198 7.9021e-05 6.16001e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 -0.080734999999999987 -0.083354999999999985 0.15480500000000005 -0.019509999999999996 0.095295000000000019 -1.0000000180025095e-35 -0.076734999999999984 0.090820000000000012 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 9 -6 -9 -7 11 -11 -13
right_child=-2 2 -4 -5 5 6 -8 8 -10 10 -12 12 -14
leaf_value=-0.0006531527779834209 -0.0011955627698723764 -0.00063156604177735823 0.00076497981244920096 0.00062490586899030878 0.00086738525313600774 -0.00048076416568846778 -0.00078787570044424726 0.00040678728574535759 -0.00033554982675738909 0.00029384578287893517 0.00053205328784785004 -0.00060585417565842722 1.8157414235789447e-05
leaf_weight=0.0012566911298906537 0.0010474070398825272 0.0012789930219587334 0.0015079934096540173 0.0013114752928392497 0.001307674122536085 0.001303342566067343 0.0010487809018528971 0.0015782838404390233 0.0011662455387711768 0.0013056800360220907 0.0017738066968381047 0.0012573678072596017 0.0011780656243399381
leaf_count=584 135 423 374 273 152 668 35 364 57 182 461 77 125
internal_value=0 4.99948e-05 0.000105161 3.65864e-05 -2.18734e-05 4.35495e-05 -0.000110063 0.000341777 9.13425e-05 -5.80251e-06 0.000106445 -9.53519e-05 -0.000304008
internal_weight=0 0.0172744 0.0160177 0.0145097 0.0131982 0.0119192 0.00786704 0.0040522 0.00274453 0.00681826 0.00551492 0.00374111 0.00243543
internal_count=3910 3775 3191 2817 2544 2121 1548 573 421 1513 845 384 202
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=14
num_cat=0
split_feature=14 48 484 457 52 52 1 1 12 3 2 160 43
split_gain=0.000203665 0.000104312 0.000119209 0.00010072 0.000124741 0.000133116 0.000118097 0.000113852 9.27907e-05 0.000109204 0.000113368 8.72692e-05 8.00185e-05
threshold=0.05884000000000001 -0.064549999999999982 -0.0043499999999999988 0.090150000000000022 -0.062489999999999997 -0.37613999999999997 0.12730000000000002 0.099595000000000017 0.095295000000000019 0.092005000000000017 0.083585000000000007 0.083295000000000022 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 11 9 10 -6 -7 -12
right_child=-2 2 3 -5 6 7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.00063152860175741724 -0.00084987988865700898 -0.00061465573353213768 -0.00020834214362584763 -0.00053186941449049382 -0.00036928452188735803 0.00069979416503494643 0.00059397561024544625 0.0010377305617805582 -0.00049770588333844707 -0.0005349238697482389 0.00010930855564140301 -9.9743809952237113e-05 0.00077272840990281458
leaf_weight=0.0011260157855628701 0.0010145687747150139 0.0010803091601329961 0.0011337191449635499 0.0010159156050709708 0.0011369591904626004 0.001024569623181701 0.0010052136055265712 0.0012491735950402108 0.0018795834943167002 0.0011122210338546934 0.0018613468914235672 0.0010761314546845618 0.0011193411780573274
leaf_count=194 141 556 342 97 417 166 194 224 445 72 709 93 260
internal_value=0 5.63635e-05 1.22895e-05 6.20387e-05 0.000109931 0.000372414 -3.50987e-05 0.000568963 -0.000124044 1.02475e-05 0.000157504 0.000290213 0.000358443
internal_weight=0 0.0158205 0.0146945 0.0136142 0.0125983 0.00448359 0.00811467 0.00334987 0.00710945 0.00522987 0.00411765 0.0021007 0.00298069
internal_count=3910 3769 3575 3019 2922 825 2097 483 1903 1458 1386 259 969
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=12
num_cat=0
split_feature=52 52 1 50 133 13 3 47 12 48 52
split_gain=3.79565e-05 6.38199e-05 6.54431e-05 5.53613e-05 6.3754e-05 5.6768e-05 7.6014e-05 0.000110007 0.000114993 0.00012371 2.79912e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.080320000000000016 0.086465000000000014 0.088055000000000008 -0.16277999999999995 -0.13927999999999999 0.09252500000000001 0.091555000000000011 0.085845000000000019 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 9 10 -8
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.014269081185448973 -0.0027942301332174076 -0.013714387175458483 0.022455174271441315 -0.018761611141307716 -0.017336312564016628 0.022921334835454995 0.015359064427491081 -0.020957919767690722 -0.016161236417678124 -0.0093392182810820429 0.031814552512449495
leaf_weight=0.0010398254034912581 0.0010425679828819194 0.0010893422855533866 0.0014902289548539031 0.0010178611709110068 0.0010821243963929006 0.0012032729782740417 0.0014124520049361516 0.0010569448324098075 0.0010183344228395347 0.0010227816571254759 0.0010978744057403463
leaf_count=425 242 158 304 620 551 145 393 157 295 120 500
internal_value=0 0.00110069 0.0120618 -0.00167527 0.00026075 0.00267085 0.00529123 0.00150871 0.00672596 0.0133226 0.0225558
internal_weight=0 0.0125338 0.0025328 0.010001 0.00898313 0.007901 0.00681166 0.00560839 0.00455144 0.00353311 0.00251033
internal_count=3910 3485 546 2939 2319 1768 1610 1465 1308 1013 893
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=10
num_cat=0
split_feature=1 3 3 42 3 15 0 1 2
split_gain=3.80185e-05 6.73068e-05 9.88216e-05 9.70754e-05 5.91082e-05 6.44506e-05 0.000146819 6.45422e-05 3.13659e-05
threshold=0.094485000000000013 -0.115685 0.086245000000000016 0.083725000000000008 -0.13309499999999996 -0.074174999999999977 -0.11756999999999999 0.13148500000000005 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 -7 -4
right_child=4 2 8 -5 5 7 -8 -9 -10
leaf_value=0.0078011912374795992 -0.010541472243655217 -0.03105676376343066 0.011752595874504425 -0.0034018964214318388 0.00070579556027357152 0.0073858836435634805 0.032202258600277665 -0.015541490650041533 -0.0056140977336664333
leaf_weight=0.0017895024838844474 0.0012410053059069273 0.0013520983721173577 0.0010481729458165778 0.0012420924866757923 0.001846931440613797 0.0015981009322101223 0.0012765641358987113 0.0010297271582453849 0.0010738069274265627
leaf_count=229 201 1043 97 1302 220 343 330 93 52
internal_value=0 -0.0039914 -0.00846597 -0.0178157 0.00359389 0.00664398 0.0135783 -0.00159832 0.00296435
internal_weight=0 0.00650567 0.00471617 0.00259419 0.00699233 0.00575132 0.0031235 0.00262783 0.00212198
internal_count=3910 2723 2494 2345 1187 986 550 436 149
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=15
num_cat=0
split_feature=14 484 474 1 132 160 42 160 12 12 42 0 3 4
split_gain=0.000255879 0.000153291 0.000151669 0.000102739 0.000116336 0.000135976 0.000140401 0.000112833 0.000151931 0.000204462 0.000192237 0.000118155 7.4239e-05 4.84602e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 0.098845000000000016 0.08401500000000002 0.085330000000000003 -0.098179999999999976 0.090325000000000003 0.097045000000000006
decision_type=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 11 -11 12 -8 -5
right_child=-2 2 -4 13 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0006322983778000999 -0.00095640380430352784 -0.00075554324387469042 0.00072432143379848031 0.00075877627418594854 0.00057168968680579421 -0.00070244438174930229 0.00064782892983335412 -0.0005170228493860847 -0.00044397724810314189 0.0013223870521818768 0.00015929113344181103 -0.00042828438584549138 -5.8711079696637664e-05 0.00015033721175480898
leaf_weight=0.0011495067689332996 0.0010170894105768482 0.0010579774856508137 0.0014035011518352689 0.0010108867966746454 0.0011354482111763523 0.0010145694407836291 0.0011283460851493204 0.0010928285954004135 0.0013143295621295403 0.0011469877188954314 0.0010432943896116487 0.0014327269889632156 0.0011591312299548129 0.001002275750091223
leaf_count=583 138 444 374 73 226 653 82 119 151 136 447 177 108 199
internal_value=0 5.76862e-05 0.000110766 4.71622e-05 -2.42239e-05 -8.93458e-05 -1.38201e-05 7.01769e-05 0.000158997 0.000293082 0.000768371 1.32538e-05 0.000289805 0.000455858
internal_weight=0 0.0160918 0.0149423 0.0135388 0.0115256 0.0103902 0.00933221 0.00831764 0.00722482 0.00591049 0.00219028 0.0037202 0.00228748 0.00201316
internal_count=3910 3772 3189 2815 2543 2317 1873 1220 1101 950 583 367 190 272
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=12
num_cat=0
split_feature=41 1 52 48 52 1 15 15 12 2 52
split_gain=3.52131e-05 3.79534e-05 7.12398e-05 0.0001104 9.31608e-05 5.90764e-05 0.000109131 0.000154113 5.72035e-05 5.1669e-05 2.74141e-05
threshold=0.075585000000000013 0.10498500000000001 -0.092854999999999979 0.086935000000000012 -0.021309999999999996 0.11113500000000003 -0.017214999999999998 -0.074174999999999977 0.095295000000000019 0.11260500000000001 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 9 10 -7 -6
right_child=-2 5 3 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.021942623656977914 -0.014351938739380328 0.024382096951073618 0.027142717870206418 -0.022466019150771351 0.012622341839225054 -0.0057460778696467874 0.025131868129349453 -0.031212896489538705 -0.01681627705878536 0.020026975520701772 -0.0035041270844127833
leaf_weight=0.0010959164294725987 0.0010690143417163194 0.0010045647486598332 0.0010938024386358356 0.0011246457881358548 0.0016974535569979094 0.0010267761346625217 0.0010492155033472428 0.0010419952831545176 0.0010045030072336559 0.0010679258260526737 0.0012187337137239173
leaf_count=553 221 179 240 282 705 146 111 118 393 246 716
internal_value=0 0.00116408 -0.00267608 0.00076325 0.00597309 0.0065169 0.00222949 -0.00543129 6.71413e-05 0.0073936 0.00588276
internal_weight=0 0.0124255 0.00723505 0.00613914 0.00501449 0.00519048 0.00418591 0.0031367 0.00392069 0.0020947 0.00291619
internal_count=3910 3689 2889 2336 2054 800 621 510 1814 392 1421
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=11
num_cat=0
split_feature=484 1 51 2 1 52 151 133 2 3
split_gain=3.6307e-05 5.37395e-05 7.55673e-05 6.94083e-05 6.4915e-05 6.47956e-05 9.7793e-05 4.98767e-05 0.000120403 6.00712e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.095575000000000007 0.11588000000000002 -0.0088999999999999982 1.0000000180025095e-35 0.11203000000000002 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 9 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11
leaf_value=-0.015846349944277503 0.020255681345183369 0.019169839446218032 -0.028340289123529188 -0.013173080849722239 -0.0033898965324295157 -0.018053859778789198 0.015741592175857567 -0.003871851108560568 -0.0050585241176588783 0.045647389647352737
leaf_weight=0.0010204856954789026 0.0011792049384819004 0.0011490543030147115 0.0013213475593769931 0.0015386630795343184 0.0019663720837724569 0.0010351473687280959 0.0010277588084322792 0.0010586582425702335 0.0011126404871469589 0.0010085866979908059
leaf_count=627 367 216 895 307 283 317 300 317 145 136
internal_value=0 0.00123678 -0.000595133 -0.00303698 -0.0134176 0.00199563 0.00560737 0.0124751 0.0179707 0.0305537
internal_weight=0 0.0123974 0.0112484 0.0100692 0.00328772 0.00678145 0.00574631 0.00420764 0.00314899 0.00203635
internal_count=3910 3283 3067 2700 1178 1522 1205 898 581 436
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=11
num_cat=0
split_feature=2 0 14 13 15 42 48 3 0 52
split_gain=3.2674e-05 7.76061e-05 7.65553e-05 7.01873e-05 6.83567e-05 0.000107311 0.000100079 7.53565e-05 0.000125428 6.82116e-05
threshold=0.10946500000000002 0.12346000000000001 -1.0000000180025095e-35 -0.084184999999999996 0.079360000000000014 0.083815000000000014 0.086215000000000014 -0.10315499999999998 -0.13027499999999997 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 -1 -9 -7
right_child=2 -3 3 -5 -6 9 -8 8 -10 -11
leaf_value=0.032220434147684975 -0.011788656562900577 -0.019593170593225861 0.027808021943542437 0.0031019739155257204 -0.015658954168748476 0.0025058541355288191 -0.0098710498004532746 0.029524389474227804 -0.0046317354600435299 -0.025442641484836524
leaf_weight=0.0010913920250366512 0.0010367492615161117 0.0013062172468901153 0.0010512857750672937 0.0017765855337990252 0.0012971666475361026 0.0010047018514512396 0.0011772527291588858 0.0010034106606754342 0.001605721249404694 0.0010016067529977652
leaf_count=107 130 111 187 450 1309 254 249 117 423 573
internal_value=0 -0.00243889 0.00582805 0.0122867 0.000299961 0.0033071 0.00937563 0.0154986 0.00850391 -0.0114468
internal_weight=0 0.00948747 0.00386462 0.00282787 0.00818125 0.00688409 0.00487778 0.00370052 0.00260913 0.00200631
internal_count=3910 3143 767 637 3032 1723 896 647 540 827
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=16
num_cat=0
split_feature=14 50 159 48 130 2 48 13 1 0 3 48 2 3 3
split_gain=0.000272958 0.000127579 0.000203292 0.000151063 0.000158567 0.00017203 0.000284684 0.000156462 0.000124166 0.000183851 0.000353353 0.000172716 0.000122969 0.000177104 9.49066e-05
threshold=0.073890000000000011 0.10625000000000001 -0.026594999999999997 0.12474000000000002 -0.0015749999999999998 0.097940000000000013 0.093225000000000016 0.076210000000000014 0.099595000000000017 -0.10131499999999999 -0.08348499999999999 0.084260000000000015 0.10571000000000001 -0.075679999999999983 -0.074679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 12 8 9 11 -11 -6 -7 -14 -10
right_child=-2 -3 3 -5 5 6 -8 -9 14 10 -12 -13 13 -15 -16
leaf_value=0.00084293050087741093 -0.000986518199803019 -0.00058864930941994183 -0.00067176079691111108 -0.00069414435286122467 0.00060758922339055525 0.00066250912805594891 0.0012917085320615436 0.00053135218075366856 -0.00019039115538091933 9.7367699607730056e-05 -0.0014317864304204254 -0.0004740931824412678 0.0006166933380634225 -0.00039172075201559918 0.00065353198882994669
leaf_weight=0.0012617954314599914 0.0010479353122099929 0.0011516520405279616 0.0010135153169377872 0.0010484260292932526 0.0010874497259150771 0.0013690664493323425 0.0011025051127975206 0.001467186290264654 0.0010389927867313631 0.0010617505580146538 0.0012830872394859636 0.0011870569501090597 0.0010166507868851135 0.0019614614950838813 0.0010107186159898918
leaf_count=328 135 410 348 90 106 164 107 104 90 562 685 67 214 328 172
internal_value=0 4.28193e-05 8.58262e-05 2.47757e-05 7.64033e-05 0.000132217 0.000401812 -4.83596e-05 -0.000175896 -0.000354115 -0.00073938 4.3063e-05 0.000176122 -4.74742e-05 0.00022575
internal_weight=0 0.0180613 0.0169097 0.0156479 0.0145994 0.0135859 0.00544968 0.00813624 0.00666906 0.00461934 0.00234484 0.00227451 0.00434718 0.00297811 0.00204971
internal_count=3910 3775 3365 3037 2947 2599 813 1786 1682 1420 1247 173 706 542 262
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=13
num_cat=0
split_feature=14 11 124 13 1 3 0 49 15 16 16 0
split_gain=0.000216603 0.000118747 0.000106016 0.000136666 0.00021832 8.2014e-05 0.000178103 0.00010617 0.000148057 9.82823e-05 6.322e-05 4.9384e-05
threshold=0.056865000000000006 0.087830000000000005 -0.061329999999999989 -0.10241499999999999 0.083370000000000014 -0.14539499999999997 -0.053834999999999994 -0.07107999999999999 -0.064869999999999983 -0.055679999999999993 -1.0000000180025095e-35 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7 9 11 -10 -9
right_child=-2 -3 3 5 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.00059890127915429418 -0.0008924438474541762 -0.00060093041082017568 -1.8689871392263244e-05 0.00041055883603750457 0.0011262182946850335 -0.00046626613606388104 -0.00069944628162826232 -0.00015483293487746847 0.00019332440543026088 -0.00063212458720695599 0.00086561314035856385 0.00040567666432548871
leaf_weight=0.0014458248161688799 0.0010004915281408974 0.001007451813368033 0.0016281636877276779 0.0012169419606750101 0.0010554331376772686 0.0014620338757132317 0.0017154987694194129 0.0013835490290057123 0.0010700551189211363 0.0010277895916274565 0.0010811114869298429 0.001073047310196475
leaf_count=296 144 135 102 124 187 181 313 103 1294 372 319 340
internal_value=0 4.95051e-05 9.57839e-05 3.85681e-05 0.000431592 -6.65878e-05 -0.000132474 4.56429e-06 0.000126712 -0.000123006 0.000531196 8.9999e-05
internal_weight=0 0.0151669 0.0141594 0.0127136 0.0026836 0.01003 0.00881309 0.00709759 0.00563555 0.00348439 0.00215117 0.0024566
internal_count=3910 3766 3631 3335 289 3046 2922 2609 2428 815 1613 443
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=13
num_cat=0
split_feature=14 11 132 13 0 1 52 457 49 15 0 2
split_gain=0.000249501 0.000106625 0.000110931 0.000109157 0.000119972 0.000119139 7.83989e-05 0.0001355 0.000122318 8.13289e-05 0.000160992 5.77878e-05
threshold=0.064610000000000015 0.088315000000000018 0.080815000000000012 -0.090744999999999978 0.12346000000000001 0.093575000000000019 -0.092854999999999979 0.082870000000000013 -0.010424999999999999 -0.11739999999999999 -0.083934999999999996 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 11 -5 8 -8 -10 -11 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.0002525915990610044 -0.00094114107288053358 -0.00054891764055523386 0.00063258223901039082 -0.00034787794315312501 -0.00065421464347979361 0.00083422148710808695 -0.00058694091216632152 0.00057193196870244792 -0.00027957015987074293 0.00065186074650367364 -0.00019917120127220452 0.00039554530094080648
leaf_weight=0.0010335471122679884 0.0010042810643743757 0.0010400871587012963 0.0012638467959273482 0.0017985589834973855 0.0011106624025567493 0.0011790441422869953 0.0012033886719806895 0.0017281865387301087 0.0014573499258244168 0.0018085989617987279 0.0015049518433090127 0.0010003888894280499
leaf_count=242 138 125 333 536 84 202 184 187 269 637 919 54
internal_value=0 4.63995e-05 8.74361e-05 3.7599e-05 -5.63928e-05 0.000348031 1.3492e-05 9.78734e-05 -3.92579e-05 9.8887e-05 0.000265338 6.61937e-05
internal_weight=0 0.0161286 0.0150885 0.0138247 0.0106117 0.00321298 0.00950103 0.00770248 0.00597429 0.0047709 0.00331355 0.00203394
internal_count=3910 3772 3647 3314 2816 498 2732 2196 2009 1825 1556 296
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=11
num_cat=0
split_feature=11 43 48 0 12 52 13 1 0 4
split_gain=3.81986e-05 5.46201e-05 9.63099e-05 8.56524e-05 7.77544e-05 5.92429e-05 8.00802e-05 0.000176476 0.000152959 3.0975e-05
threshold=0.079700000000000007 -0.053009999999999995 0.081315000000000012 -0.017269999999999997 0.090385000000000007 0.10701500000000001 -0.10939499999999998 0.11052000000000002 -0.23029999999999998 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 8 -8 -10
right_child=-2 5 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.019958382301240977 -0.012436847712561804 0.0076480817669819755 0.026503128339402483 0.019455529971211832 0.0066664684910278894 0.011676841149118962 0.019257550832065512 -0.034946111912719222 -0.0047934633152532475 -0.02282610022411059
leaf_weight=0.0011669381930621205 0.0012485838657701866 0.0017967570591315412 0.0011252704310535343 0.0010272762825735441 0.0012587092214848322 0.0013207315935637792 0.0011970622940006316 0.0012273465577891671 0.0010290042993960293 0.0010755496865814409
leaf_count=757 254 230 319 114 527 312 91 130 800 376
internal_value=0 0.00120678 0.00762535 0.00147329 -0.0061423 -0.00263624 -0.00562463 -0.0108903 -0.00194772 -0.0140092
internal_weight=0 0.0122246 0.00457819 0.00345292 0.00242565 0.00764645 0.00632572 0.00452896 0.00330162 0.00210455
internal_count=3910 3656 1717 1398 1284 1939 1627 1397 1267 1176
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=10
num_cat=0
split_feature=4 0 2 15 4 4 49 2 12
split_gain=3.66707e-05 0.00010741 8.58076e-05 7.77935e-05 7.90882e-05 5.87104e-05 6.22414e-05 6.42343e-05 9.66936e-05
threshold=0.0057500000000000008 -0.15517999999999996 0.10836000000000003 -0.03231499999999999 -0.34687499999999999 0.055260000000000011 0.0021350000000000002 0.11260500000000001 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 8 -7
right_child=5 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.029843655559628746 0.019509486989545743 0.013509848742738665 0.0183670737503039 -0.030192890249897037 -0.0022650693632917528 -0.013352662663734912 -0.018724044623013136 0.02178929427572102 0.018141535798114922
leaf_weight=0.0010328376363767438 0.0014638738277870994 0.0011059170174688064 0.0014057234248409474 0.0011866896299900778 0.0019563603270439612 0.0019285931345333794 0.0010217320873352753 0.0011665483086554457 0.0011239833376572861
leaf_count=124 221 597 319 191 1562 313 266 264 53
internal_value=0 -0.00453452 8.82304e-05 -0.00595912 -0.0128095 0.00439774 0.000176734 0.00475388 -0.00175624
internal_weight=0 0.00668753 0.00565469 0.00424897 0.00314305 0.00670473 0.00524086 0.00421912 0.00305258
internal_count=3910 2793 2669 2350 1753 1117 896 630 366
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=9
num_cat=0
split_feature=39 3 133 3 4 15 0 52
split_gain=3.5587e-05 7.08133e-05 5.89082e-05 5.6181e-05 0.000119909 0.000105764 5.42929e-05 3.16575e-05
threshold=0.085060000000000011 0.14320000000000002 1.0000000180025095e-35 -0.100615 -0.032604999999999995 -0.07142999999999998 -0.060094999999999989 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0058230334569242962 0.010258987788553485 0.016039358292501506 -0.019323078050997651 -0.028768096339181072 -0.02047038620989166 0.015922106725804866 0.015980030718550559 -0.0029891878269587943
leaf_weight=0.0012342721484886188 0.0018617111660368018 0.0012878469436492417 0.0013961400576719954 0.0012070914481405754 0.001081178417793206 0.0016579757394735608 0.0018401832708000746 0.0017623370307374815
leaf_count=192 417 191 1237 924 123 280 203 343
internal_value=0 -0.00172929 -0.00397734 -0.00153801 -0.00625853 -0.000222511 0.00722696 -0.00963599
internal_weight=0 0.011467 0.0101792 0.00878304 0.00570858 0.00450149 0.00307446 0.00284352
internal_count=3910 3493 3302 2065 1670 746 395 466
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=14
num_cat=0
split_feature=14 11 484 3 2 157 160 160 49 15 0 43 0
split_gain=0.00018458 0.000122991 0.000116827 0.00016154 0.000247102 0.000183213 0.00011565 0.000114067 0.000160887 0.000115666 0.000196144 9.58234e-05 0.00013072
threshold=0.064610000000000015 0.088315000000000018 -0.0043499999999999988 -0.12008499999999998 0.10488500000000002 -0.077534999999999979 0.091575000000000017 0.084835000000000008 -0.07107999999999999 -0.11739999999999999 -0.10131499999999999 0.088185000000000013 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 -7 -10 -11 12 -12
right_child=-2 -3 3 5 -6 6 -8 -9 9 10 11 -13 -14
leaf_value=-0.00051440961618269868 -0.00081232713319020523 -0.00059185545447421777 1.82628982330025e-05 0.00082499011784690644 0.00125556259098828 -0.00063320091828557941 -0.00058869777277058006 0.00062301246687072453 -0.00038567017692653702 0.0008203305581136603 0.00018292291380917329 0.00052716391988130251 -0.00058292482611171622
leaf_weight=0.0011744658244808122 0.001040851878314846 0.001115763900513044 0.0013604725595688328 0.0010399957477235074 0.0011410333170245313 0.0014632874076485622 0.0012854344256474906 0.0011294594965268476 0.001633664875641842 0.0014869097493212975 0.0019335413768595551 0.0010197856427369128 0.001538828506257464
leaf_count=572 138 125 106 297 85 149 200 118 336 160 1265 166 193
internal_value=0 3.78284e-05 8.1179e-05 0.000127712 0.000582643 3.68952e-05 -3.44321e-05 3.53806e-05 -3.77469e-05 7.67088e-05 0.000203045 -1.27736e-06 -0.000156473
internal_weight=0 0.0173226 0.0162069 0.0150324 0.00250151 0.0125309 0.0114909 0.0102055 0.00907602 0.00761273 0.00597907 0.00449216 0.00347237
internal_count=3910 3772 3647 3075 191 2884 2587 2387 2269 2120 1784 1624 1458
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=11
num_cat=0
split_feature=52 39 42 49 457 13 160 1 2 4
split_gain=3.56997e-05 5.75618e-05 8.26044e-05 6.53665e-05 0.000103539 6.14206e-05 9.95638e-05 0.000131672 7.90704e-05 5.60562e-05
threshold=-0.27466499999999994 0.085060000000000011 0.091735000000000025 -0.084114999999999981 0.069705000000000003 -0.083924999999999986 -0.081299999999999983 0.095575000000000007 0.099990000000000009 0.41666000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 -5 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.013598644235589255 -0.014029571415858137 0.01491036604043139 -0.018171364886620005 -0.0029128023497005389 0.02344419655669145 0.014584829427735965 -0.030406108923559716 0.012997554525487839 0.02518652096957124 -0.01207241413063409
leaf_weight=0.0010314186855361384 0.001310689004361802 0.0015157508009517534 0.0013809685697404256 0.0012097438857915956 0.001341872118107823 0.0011371908668138357 0.001284758085079908 0.0010310278311951963 0.001096598231430857 0.0010181918307481524
leaf_count=425 172 392 609 562 190 314 918 111 135 82
internal_value=0 0.00107918 -0.000860008 0.00167512 0.00421028 0.000402183 -0.0047795 -0.0113845 0.0104476 0.000541087
internal_weight=0 0.0123268 0.010811 0.00943007 0.00811938 0.00677751 0.00447117 0.00333398 0.00230634 0.00204922
internal_count=3910 3485 3093 2484 2312 2122 1425 1111 697 193
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=14
num_cat=0
split_feature=14 132 13 0 2 39 50 13 48 4 51 4 15
split_gain=0.000222702 9.51317e-05 0.000118586 0.000113578 0.000112248 9.85111e-05 0.000149901 0.000121807 0.000188122 0.000158853 0.000165415 8.75469e-05 5.96021e-05
threshold=0.064610000000000015 0.080815000000000012 -0.090744999999999978 0.14676000000000003 0.10910500000000002 0.084835000000000008 0.081160000000000024 -0.071149999999999977 0.086215000000000014 -0.034289999999999994 -0.0032349999999999996 -0.06272999999999998 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 11 6 7 -4 9 -9 -11 -1 -12
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 12 -13 -14
leaf_value=-0.00034334010820972799 -0.00088763200541940002 0.00051938299669865241 -0.00060350733288047913 -0.00068712479313759846 0.0008395313351816367 0.00046792323223691121 -0.00080300750107843819 -0.00031832301224666638 -0.00043209520215791797 0.0010623776320912435 -0.00010572941265190184 0.0004082953281822646 0.00051495235806216493
leaf_weight=0.0010529354588655554 0.0010376381959581937 0.0015018124025294446 0.0011480575781411912 0.0011227686355164542 0.0010898763089754885 0.0013286852464508342 0.0010429764615259114 0.0012321368642534722 0.0019281622734656119 0.0012853257280772599 0.0012494526453578131 0.0013722209212642224 0.0011352816283341756
leaf_count=154 138 355 731 55 169 292 538 705 164 137 110 192 170
internal_value=0 4.88951e-05 1.75137e-06 -9.47884e-05 0.000316851 -3.05322e-05 -0.000103945 -1.25608e-05 8.67665e-05 0.000290848 0.000495363 8.19561e-05 0.000189754
internal_weight=0 0.0164897 0.0149879 0.0114728 0.00351503 0.0103501 0.00902139 0.00797842 0.00683036 0.0049022 0.00367006 0.00242516 0.00238473
internal_count=3910 3772 3417 2902 515 2847 2555 2017 1286 1122 417 346 280
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=11
num_cat=0
split_feature=14 484 474 1 12 15 3 2 15 2
split_gain=0.000347724 9.72555e-05 0.000104491 0.000109589 0.000107816 0.000120812 0.000108986 0.000100202 0.000148304 0.000125655
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.10058500000000002 -0.095799999999999982 0.10223 0.086650000000000019 -0.03231499999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -9 -10
right_child=-2 2 -4 -5 -6 7 -8 8 9 -11
leaf_value=-0.00048510956590146036 -0.0011103380406610398 1.1342867546084654e-05 0.00062848765788490427 0.00048462166249265716 -0.00048002155903689064 -0.00017003046301153099 -0.0007789164282757464 0.00085138914733425594 0.00051531636925965718 -0.00025342472926457465
leaf_weight=0.0011363617236115628 0.0010260667511864168 0.0018760590851394079 0.0013577723321300172 0.0019686394698509519 0.0016491602667795665 0.0019477101622124545 0.0010445141127695123 0.0015728197635173952 0.0015847973698395203 0.0016884111019847686
leaf_count=584 135 345 374 272 362 880 54 307 427 170
internal_value=0 6.75388e-05 0.00011029 5.75154e-05 -1.64776e-05 6.22164e-05 -0.000271286 0.000205586 0.000356554 0.000118779
internal_weight=0 0.0158262 0.0146899 0.0133321 0.0113635 0.00971431 0.00292057 0.00679374 0.00484603 0.00327321
internal_count=3910 3775 3191 2817 2545 2183 399 1784 904 597
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=13
num_cat=0
split_feature=14 484 457 16 474 15 47 12 4 2 2 43
split_gain=0.000346619 0.000113363 9.65951e-05 0.000111776 9.63029e-05 0.000148571 0.000121517 0.00015923 0.000166532 0.000161919 0.000144691 0.000101814
threshold=0.077685000000000018 -0.0043499999999999988 -0.0034949999999999994 -0.50388999999999984 0.059400000000000008 -0.14097499999999996 0.10783500000000001 0.098595000000000016 -0.00072999999999999985 0.10113500000000002 0.086915000000000006 -0.079109999999999986
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 11 -10 -7
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 -12 -13
leaf_value=-0.00051431319703963685 -0.0011126281425705429 -0.00046609349287513724 0.00061326845134516061 -0.00062787749286965621 0.00059142520321811315 0.00020198599999186832 0.00059426900771499143 -0.00059398270946183363 -0.00078093073170649129 -0.00024196363724940227 0.00014686945851865785 0.00091782294986927622
leaf_weight=0.0012089468330440415 0.0010228941748626616 0.0010445024398345751 0.0017665904070167096 0.0011885418129870947 0.0012994568933563022 0.0013561326156909356 0.0016351113396371733 0.0013982546100142663 0.0011459048061704807 0.0012035437461171937 0.0014820419930903061 0.0017492452580282355
leaf_count=586 126 196 238 277 314 322 106 356 120 191 196 882
internal_value=0 6.36723e-05 0.000109434 0.000151694 8.62424e-05 2.74131e-05 0.00010553 9.65298e-06 0.000131327 0.000368585 -0.000257694 0.000605214
internal_weight=0 0.0164783 0.0152693 0.0142248 0.0124582 0.0111588 0.00997023 0.00833512 0.00693687 0.00430892 0.00262795 0.00310538
internal_count=3910 3784 3198 3002 2764 2450 2173 2067 1711 1395 316 1204
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=11
num_cat=0
split_feature=14 484 474 1 12 1 12 150 4 4
split_gain=0.000225545 0.000110734 0.000121051 0.000105628 0.000104835 0.000110421 0.000175532 0.00010672 0.00010494 0.00017948
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.10058500000000002 0.11052000000000002 0.090385000000000007 0.08486500000000001 -0.060264999999999992 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00054188985387535577 -0.00090488643336616395 0.00016462649647623617 0.00065899002673409327 0.00046439069995175077 -0.00049797796131180905 -0.00041390308797638656 0.00064995682055008462 0.00040441815481217705 -0.0010017784699875502 6.7357419483511308e-05
leaf_weight=0.0011135398357203221 0.0010049353623025189 0.0018293665873953821 0.0013492655456692612 0.001936561144804499 0.001589595755689256 0.001655003081065423 0.0019691080101984226 0.0016012616942200318 0.0011867715831527402 0.0012287003014379155
leaf_count=583 141 699 374 272 360 211 639 161 321 149
internal_value=0 5.37493e-05 9.99841e-05 4.19489e-05 -3.20203e-05 4.61918e-05 0.000143625 -2.69203e-05 -0.000189632 -0.000457931
internal_weight=0 0.0154592 0.0143456 0.0129964 0.0110598 0.00947021 0.00781521 0.0058461 0.00424484 0.00241547
internal_count=3910 3769 3186 2812 2540 2180 1969 1330 1169 470
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 12 3 4 12
split_gain=3.78257e-05 4.48425e-05 6.40945e-05 8.91585e-05 6.55367e-05 0.000128412 0.000115819 0.000105091 7.30167e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.086650000000000019 0.085185000000000025 0.11818000000000002 0.0057500000000000008 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.016477468972200256 0.019160777180596889 0.017942985313973057 0.0013313311059379657 -0.022129372546505058 -0.0068231025149525252 0.024880402147955422 -0.024909737770198545 0.028083111285583908 -0.029291647073605886
leaf_weight=0.0010240583535635365 0.0011806645543965518 0.0011549332179283086 0.00151372993342012 0.0015735497572542051 0.0017010594660271036 0.0019178352173360403 0.0012963319295444253 0.0011330725170386573 0.0010328370218937368
leaf_count=627 367 216 204 342 254 718 108 194 880
internal_value=0 0.00127355 -0.000422811 -0.00269668 0.000861061 0.00589239 -0.00292403 0.00713224 -0.0110887
internal_weight=0 0.012504 0.0113491 0.0101684 0.00859487 0.0060483 0.00413046 0.00283413 0.00254657
internal_count=3910 3283 3067 2700 2358 1274 556 448 1084
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=10
num_cat=0
split_feature=52 39 42 15 52 43 3 1 4
split_gain=3.63229e-05 4.89719e-05 7.08285e-05 9.16956e-05 9.33843e-05 7.13761e-05 5.04418e-05 6.50916e-05 0.000112115
threshold=-0.27466499999999994 0.085060000000000011 0.085775000000000004 0.079360000000000014 -0.081429999999999989 -0.08768999999999999 -0.10628499999999998 0.087545000000000026 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -8 -9
right_child=1 -3 5 -5 6 -7 7 8 -10
leaf_value=-0.014159432608715748 0.023133298047258895 0.014335053706392046 0.0030051269849634844 -0.017573869586969357 0.014308694445450599 -0.024780157012816703 -0.019458146967136099 0.015346739263658938 -0.014108894796723332
leaf_weight=0.0010470660341293939 0.0015463096242648022 0.0015314264037983487 0.0010068417906262499 0.0012021481560331821 0.0014069227385392789 0.0013395467994690479 0.0010992472948765006 0.0018730175236418706 0.0014067862344978315
leaf_count=425 281 392 147 734 133 1034 412 165 187
internal_value=0 0.00113339 -0.00072469 0.00261098 0.00592035 -0.0128574 0.00132016 -0.00285286 0.00271251
internal_weight=0 0.0124122 0.0108808 0.00853443 0.00733228 0.00234639 0.00578597 0.00437905 0.0032798
internal_count=3910 3485 3093 1912 1178 1181 897 764 352
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=14
num_cat=0
split_feature=14 124 4 158 47 50 4 15 2 3 151 1 2
split_gain=0.000245503 0.000144545 0.000155706 0.000136212 0.000152778 0.000165002 0.000112858 0.000101576 0.000173812 0.000161804 9.84644e-05 0.000148752 2.63795e-05
threshold=0.064610000000000015 0.0040150000000000003 -0.49837999999999999 0.085745000000000002 0.11939500000000002 0.082310000000000008 0.27020000000000005 -0.024209999999999999 0.10113500000000002 -0.069909999999999986 -0.051109999999999996 0.094385000000000011 0.11260500000000001
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 9 -9 -4 -12 -8
right_child=-2 -3 3 -5 -6 -7 12 8 -10 -11 11 -13 -14
leaf_value=-0.0006901644387056257 -0.00093175549682319981 0.00077225223280752127 0.0003968412682172662 -0.00063221058975148649 -0.00060935873121871064 -0.00057657770633052889 0.00044438626563523094 0.00023122539972156712 -0.00013319718635163252 0.0011361121323417104 -0.00079312320462912177 0.00013211700582758915 0.00088988345818194589
leaf_weight=0.0011407020882750292 0.0010328752947193201 0.0010107452170572346 0.0011457191285077582 0.0010038008332646587 0.0010227816657124864 0.0010122126575859243 0.0010261962577996469 0.0017439853927123034 0.0018601443462711587 0.0013461554521280678 0.0012271542009656827 0.0014663037799427237 0.0010179091553414266
leaf_count=173 138 93 211 360 118 626 131 968 224 115 469 127 157
internal_value=0 5.45208e-05 6.20003e-06 6.3461e-05 0.000117726 0.000180504 0.00025124 0.000154728 0.000340358 0.00062542 -8.46255e-05 -0.000289427 0.000666232
internal_weight=0 0.0160238 0.0150131 0.0138724 0.0128686 0.0118458 0.0108336 0.00878946 0.00495029 0.00309014 0.00383918 0.00269346 0.00204411
internal_count=3910 3772 3679 3506 3146 3028 2402 2114 1307 1083 807 596 288
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=15
num_cat=0
split_feature=14 484 474 1 160 11 4 15 4 150 3 0 51 16
split_gain=0.000220659 0.000143356 0.000137057 0.000129878 0.000105645 0.000119844 0.000137082 0.000178494 0.000160678 0.000159342 7.85763e-05 7.45377e-05 5.79434e-05 3.43075e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.080734999999999987 0.081130000000000022 -0.078094999999999984 -0.035939999999999993 -0.49837999999999999 0.08486500000000001 -0.075404999999999986 -0.13506999999999997 -0.24028999999999998 -0.077349999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 9 -6 10 -8 -12 -5 -10
right_child=-2 2 -4 12 5 -7 7 -9 13 -11 11 -13 -14 -15
leaf_value=-0.00058558067410304903 -0.00087614090602629573 -0.00059917212344179241 0.00067826298582464068 0.00015591562446822804 -0.0001996764002134899 -0.00061982509777413553 0.00029012909799108863 -0.00056554000166886764 0.00049389157726065984 0.00059561231344273946 4.8925095608901377e-06 -0.00074236151301776431 0.00081032820692714222 0.0010021318039030059
leaf_weight=0.001259844419642781 0.0010485738690189364 0.0011510353730545967 0.0014405061587562029 0.0010014372399465565 0.0010211697548957732 0.0010062613935382112 0.0011016732508383337 0.0019497189483055778 0.0010022384599306169 0.0018242265338153773 0.0010540880748084319 0.001000185557257071 0.0010824648331169461 0.0010410381321517836
leaf_count=583 138 425 374 30 61 125 259 470 588 185 104 195 242 131
internal_value=0 5.07645e-05 0.000101906 4.3584e-05 -3.39749e-05 2.51639e-05 9.01034e-05 -6.26023e-05 0.00043543 0.000134296 -0.000132358 -0.000358931 0.000495845 0.000752837
internal_weight=0 0.0169359 0.015676 0.0142355 0.0121516 0.0110006 0.00999434 0.00692989 0.00306445 0.00498017 0.00315595 0.00205427 0.0020839 0.00204328
internal_count=3910 3772 3189 2815 2543 2118 1993 1213 780 743 558 299 272 719
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=11
num_cat=0
split_feature=158 50 156 42 151 43 4 1 2 16
split_gain=3.62854e-05 6.65269e-05 7.52089e-05 6.71786e-05 8.98432e-05 0.000106234 0.000123642 9.64415e-05 7.13862e-05 3.69395e-05
threshold=0.084900000000000017 0.086465000000000014 0.084090000000000012 -1.0000000180025095e-35 -0.084129999999999996 -0.074254999999999988 0.24280000000000004 0.090905000000000014 0.087005000000000013 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 9 -6 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.010518743211875483 -0.015640196697881349 -0.018996130492844158 -0.015468761925023645 -0.013718196178253731 0.043508234274948189 -0.0026180635692064375 0.026260579619929461 -0.019684547769439849 0.012129590960374444 0.019258161034149443
leaf_weight=0.0015712960870939473 0.0010075713277190685 0.0010856077658889718 0.0013935374815056854 0.0011291166030309076 0.0010886386159186755 0.001116798761341371 0.0015048964592520066 0.0014753949504351105 0.0010257617741482874 0.0011323793853207577
leaf_count=734 426 692 487 205 186 346 175 208 267 184
internal_value=0 0.00119547 0.00311193 0.0056898 0.00869564 0.0121418 0.00561446 -0.0027275 0.0282855 0.00839582
internal_weight=0 0.0125234 0.0114378 0.0100443 0.00847299 0.00734387 0.00522947 0.00372457 0.0021144 0.00224918
internal_count=3910 3484 2792 2305 1571 1366 913 738 453 530
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=15
num_cat=0
split_feature=14 43 3 484 48 0 51 42 3 0 39 43 43 16
split_gain=0.000411446 0.000110599 0.000172636 0.000157633 0.000172913 0.000189901 0.000186756 0.000141151 0.000138795 0.000221573 0.000181846 0.000172545 0.000147079 0.000128478
threshold=0.077685000000000018 0.18078000000000002 0.16699000000000003 -0.0043499999999999988 0.11930500000000001 -0.13027499999999997 0.084305000000000019 -0.10770999999999999 -0.10628499999999998 0.12007500000000002 0.005105000000000001 -0.074254999999999988 -0.084059999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 -7 9 -9 11 12 -10 -5
right_child=-2 -3 -4 4 -6 7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.000655006272541472 -0.0011992214791803539 -0.00056459621555056611 0.00081458715656016856 0.00032079201256105395 -0.00066349427692711366 -0.00067040961693704123 -0.00014711960812751547 0.00087443908376011773 -0.00047361796114207117 -0.0002338836352128869 0.00062022165241212141 -0.00077938020610434321 0.00051040785547021598 0.0011731344914673019
leaf_weight=0.0011191454871983851 0.0010257765714921574 0.0010004584397809218 0.0011412229512502764 0.0011714463706048285 0.0010235586401504777 0.0010176428211352648 0.0010962239341479885 0.0016772913885428785 0.0010605494250401568 0.001106160235001985 0.001013085763075345 0.0015932797572269131 0.0011923819532621074 0.0014781300388601714
leaf_count=556 126 250 180 117 106 172 61 159 381 100 231 1066 296 109
internal_value=0 5.51071e-05 9.46216e-05 3.81472e-05 9.59099e-05 0.000158564 0.000520199 2.14906e-06 9.17012e-05 0.000433985 -0.000104362 -0.000295216 4.71856e-05 0.000796292
internal_weight=0 0.0166906 0.0156901 0.0145489 0.0134298 0.0124062 0.0037458 0.00866039 0.00764275 0.00278345 0.0048593 0.00384621 0.00225293 0.00264958
internal_count=3910 3784 3534 3354 2798 2692 287 2405 2233 259 1974 1743 677 226
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=11
num_cat=0
split_feature=4 0 1 42 157 16 12 0 12 151
split_gain=3.42977e-05 4.8752e-05 8.54748e-05 5.7652e-05 5.22929e-05 0.000112869 0.000126097 8.52376e-05 0.00014302 5.26775e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083610000000000004 -0.077044999999999988 -0.055679999999999993 -1.0000000180025095e-35 -0.15517999999999996 0.083175000000000013 -0.0080899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -9 -6
right_child=1 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.014367643745789234 -0.030117784580409802 0.015298677841702794 0.019878087778165417 -0.0019297563078646356 -0.018388240095806259 0.0084091322913681932 -0.028049353488217462 0.038314369672962367 -2.4519395402921522e-05 0.0070575042836601865
leaf_weight=0.0010794335396672973 0.0010322381334926466 0.001505475622250633 0.0010970464811828201 0.001000347256771649 0.0010086400483979574 0.001117624174518014 0.0016372009721925453 0.0012723754723786606 0.0014664216786166489 0.0013087361884473528
leaf_count=176 869 164 180 1030 91 148 411 284 414 143
internal_value=0 0.00118103 -0.000761614 -0.0162449 0.00277127 0.000368637 -0.0132583 0.00779317 0.0177868 -0.00401778
internal_weight=0 0.0124461 0.0109406 0.00203259 0.00890805 0.007811 0.00275483 0.00505617 0.0027388 0.00231738
internal_count=3910 3734 3570 1899 1671 1491 559 932 698 234
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=13
num_cat=0
split_feature=14 484 474 1 42 4 16 49 4 3 52 43
split_gain=0.000216136 0.000107157 0.000107385 0.000121605 9.26158e-05 0.00010498 0.000115581 0.000145112 0.000122664 7.14847e-05 8.08823e-05 9.40238e-05
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.09901500000000002 -0.0017649999999999999 -0.055679999999999993 -0.052649999999999995 0.15045000000000003 0.092005000000000017 0.084890000000000007 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 -9 10 11 -3
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00053718607496769616 -0.00088682606205391383 0.00013683992844369037 0.00063663151832383592 0.00050508285296016811 -0.00060458601051919473 -0.00060376288122249654 -0.00074424681852318614 -0.00028700458756997357 0.00053615059581028294 -0.000227538237829776 -4.9139318465167206e-05 0.00091214569950230889
leaf_weight=0.001109396519775911 0.0010114908317971757 0.001083354552669333 0.0012826097123388022 0.0018566823962109383 0.0010061843682722003 0.0011759881528707883 0.0010770279926876512 0.0011477486805546765 0.0017683465682962959 0.001016706164065781 0.0012330127036369737 0.0013517651993431483
leaf_count=583 144 336 374 270 352 115 196 173 207 82 656 422
internal_value=0 4.94064e-05 9.58915e-05 4.13528e-05 -3.7928e-05 1.99334e-05 -0.000172738 -2.2318e-05 0.000212164 0.000232521 0.000360037 0.000567222
internal_weight=0 0.0151088 0.0139994 0.0127168 0.0108601 0.00985395 0.00516911 0.00409208 0.0029161 0.00468484 0.00366813 0.00243512
internal_count=3910 3766 3183 2809 2539 2187 691 495 380 1496 1414 758
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=14
num_cat=0
split_feature=14 123 484 12 131 2 3 13 12 15 13 15 1
split_gain=0.00028245 9.99403e-05 0.000188363 0.000139542 0.000194609 0.000138895 0.000248789 0.000188284 0.000145173 0.000138298 0.000137271 0.000111935 7.52077e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.0043499999999999988 -0.036459999999999992 0.08844500000000001 0.084235000000000018 -1.0000000180025095e-35 -0.10241499999999999 0.096210000000000004 -1.0000000180025095e-35 0.059170000000000007 -0.075094999999999981 0.10521500000000002
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 11 -11 12 -9
right_child=-2 -3 3 4 -6 7 -8 9 -10 10 -12 -13 -14
leaf_value=-0.00079742779882618561 -0.00099871365863692021 0.00050504240813436586 -0.00060493771664624847 0.00010074134473824654 -0.00070531336820467124 0.0010208457284438641 0.0012225826190169749 -0.00036848966060118227 1.2344628158449266e-05 -0.000900621325037923 1.0447508807022943e-05 0.00061941350216335352 0.00030670370833432112
leaf_weight=0.0010483528954799487 0.0010383262156119918 0.0017054638316312916 0.0011023898128279799 0.0019292827653382243 0.0010070196486084574 0.0011931777978197384 0.0012540449381819299 0.0015904957020621345 0.0010161011687941091 0.0013191578254779083 0.0012274377394123973 0.0012164375212615408 0.0010549501811904227
leaf_count=566 138 325 188 513 392 117 41 363 38 624 188 325 92
internal_value=0 5.53306e-05 4.05876e-06 6.44621e-05 0.000122077 0.000192681 0.000542681 6.33935e-05 0.000557012 -0.000106778 -0.000461494 0.000127128 -9.92362e-05
internal_weight=0 0.0166643 0.0149588 0.0139105 0.0128081 0.0118011 0.00318333 0.00861776 0.00220928 0.00640848 0.0025466 0.00386188 0.00264545
internal_count=3910 3772 3447 2881 2693 2301 554 1747 155 1592 812 780 455
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=10
num_cat=0
split_feature=484 1375 1 51 12 2 2 2 4
split_gain=3.34504e-05 4.21084e-05 5.54469e-05 5.97133e-05 9.47949e-05 7.89915e-05 7.91441e-05 5.31788e-05 7.37536e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.096540000000000015 0.11165000000000001 0.088055000000000008 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.015491336025823293 -0.016133339996103203 0.019717059841213438 0.021656645284061117 0.017377798749243271 -0.021837293207104903 0.023831285245306557 -0.0013464461344840817 -0.024297459934147076 -0.012186812865905011
leaf_weight=0.0010248664528945536 0.001016256948839468 0.0011592457751556 0.0011027380255972377 0.0011012802663392005 0.0015322221983647402 0.0019540413660263274 0.0019838904107177804 0.0010070236401800332 0.0016807252232326675
leaf_count=627 146 365 211 820 330 300 262 475 374
internal_value=0 0.00119374 0.00272213 0.000718004 -0.00166067 0.00234027 0.011147 -0.00681256 -0.000483413
internal_weight=0 0.0125374 0.0115212 0.0104184 0.00925918 0.00772696 0.00393793 0.00378903 0.00278201
internal_count=3910 3283 3137 2926 2561 2231 562 1669 1194
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=13
num_cat=0
split_feature=14 1 4 4 147 39 48 16 52 4 0 16
split_gain=0.000215343 9.90635e-05 9.63061e-05 0.000104675 9.59741e-05 8.15305e-05 0.000136788 0.000160627 0.00016185 0.000190223 0.000105545 5.61982e-05
threshold=0.05884000000000001 0.077800000000000022 -0.084009999999999987 -0.49837999999999999 1.0000000180025095e-35 0.084835000000000008 0.11930500000000001 -0.10808 -0.048794999999999991 0.0057500000000000008 -0.11991499999999998 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 10 9 -9 -3 -4
right_child=-2 4 11 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00043590245789448736 -0.00088730102920524202 0.00093508714966948202 -0.00080581904857290475 0.00035365903072782435 0.0006669633914174975 0.00050517099661457959 -0.00065037208494626419 -0.00024950051260501984 -0.00054848457619437218 0.00074937749218050129 0.00010209926276686525 -0.00019421793431668964
leaf_weight=0.0010185533338819899 0.0010148285619853694 0.0011925550081716071 0.0010718785399827474 0.0017627951729675146 0.0012218448758353198 0.0014964588026192454 0.001058579660144332 0.0016823088667269007 0.0018837739309573087 0.0012989514502600441 0.0011475702733200538 0.0012526839635158718
leaf_count=41 141 77 878 368 164 301 87 326 588 107 128 704
internal_value=0 4.39822e-05 -0.000181671 6.45149e-05 0.000148896 8.40406e-05 7.77921e-06 0.000104475 -9.85713e-05 0.000185716 0.0005266 -0.000476233
internal_weight=0 0.016088 0.00510591 0.00278135 0.010982 0.0097602 0.00826374 0.00720516 0.00486503 0.00298126 0.00234013 0.00232456
internal_count=3910 3769 1991 409 1778 1614 1313 1226 1021 433 205 1582
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=11
num_cat=0
split_feature=4 156 151 150 12 47 3 13 1 15
split_gain=3.58321e-05 4.94991e-05 5.5418e-05 6.68093e-05 8.3286e-05 8.79861e-05 6.51383e-05 4.87203e-05 5.32851e-05 3.63463e-05
threshold=0.27020000000000005 0.085790000000000019 -0.076429999999999984 0.087235000000000021 -0.036459999999999992 0.10783500000000001 -0.12817999999999996 -0.083924999999999986 0.088135000000000005 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 -2
right_child=9 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=0.014333948036648883 -0.0014039117235862765 -0.019363863120760896 -0.020733483433406738 -0.02261604030344281 -0.01976223431415575 0.02454190882377115 0.015582823498601499 0.0086892153493382408 -0.018446405462612319 0.018675952789845147
leaf_weight=0.0015830620780713902 0.0012818188478928424 0.0011026130283831983 0.0011860202975962058 0.0011063941310548459 0.0010684265717520749 0.001213448553675181 0.0015664760032421815 0.0011028987877397937 0.0010097562129538287 0.0013463752866873669
leaf_count=392 211 477 161 110 184 124 510 1101 379 261
internal_value=0 -0.00221581 -0.000293615 -0.00309928 -7.79923e-05 0.00403169 -0.00121061 0.00417682 -0.00428042 0.00888263
internal_weight=0 0.0109391 0.00983648 0.00825342 0.00714703 0.00596101 0.00474756 0.00367913 0.00211266 0.00262819
internal_count=3910 3438 2961 2569 2459 2298 2174 1990 1480 472
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=14
num_cat=0
split_feature=14 1 147 4 0 47 52 13 4 48 4 16 15
split_gain=0.000349495 0.000101417 0.000117997 0.000111945 9.85041e-05 0.000220403 0.000129041 0.000148479 0.000109263 0.000217452 9.82381e-05 5.24973e-05 5.15579e-05
threshold=0.073890000000000011 0.077800000000000022 1.0000000180025095e-35 -0.084009999999999987 -0.017269999999999997 0.13206500000000002 0.096170000000000019 -0.089899999999999994 0.0057500000000000008 0.085090000000000013 -0.49837999999999999 -0.035699999999999989 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 5 6 7 -3 9 -9 -1 -5 -10
right_child=-2 2 -4 11 -6 -7 -8 8 12 -11 -12 -13 -14
leaf_value=-0.00037912235079330919 -0.0011187122927464677 0.00078845657100999524 0.00072512328733936556 -0.00081076569655533139 0.00063142604878185565 -0.00084246422728561179 -0.0004859117387308031 0.00036202931088471591 8.91268899490199e-05 -0.00090955145200503852 0.00037691931688450472 -0.0002170359444827628 0.00061045571331215748
leaf_weight=0.0010563989327497005 0.0010294958000941342 0.0014668389242159805 0.001280519093822984 0.0010551297205724703 0.001148196801253513 0.0010059689245905667 0.0011025427268999063 0.0010464810752363182 0.0016366942706838275 0.0010220234613297179 0.0017643498625873541 0.0012518794920157992 0.0013155992584809868
leaf_count=41 135 226 164 879 296 64 244 398 146 150 368 704 95
internal_value=0 5.95849e-05 0.000165544 -0.000168232 9.20094e-05 1.99589e-05 0.000134261 0.000239656 7.93225e-05 -0.000266244 9.37741e-05 -0.000488583 0.000321441
internal_weight=0 0.0161526 0.0110249 0.00512776 0.00974435 0.00859615 0.00759018 0.00648764 0.0050208 0.0020685 0.00282075 0.00230701 0.00295229
internal_count=3910 3775 1783 1992 1619 1323 1259 1015 789 548 409 1583 241
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=14
num_cat=0
split_feature=14 1 4 47 14 0 48 2 2 2 16 16 4
split_gain=0.000331178 0.000100024 0.000129842 0.000128514 0.000103436 0.000211657 0.000162107 0.000149623 0.000101459 8.52868e-05 6.67135e-05 5.19989e-05 4.49905e-05
threshold=0.073890000000000011 0.077800000000000022 -0.084009999999999987 0.13177500000000003 -0.13131999999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 0.097940000000000013 -0.25582999999999995 -0.035699999999999989 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 6 10 -7 -9 -8 -6 -4 -1
right_child=-2 3 11 -5 5 7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.00020172943235638289 -0.0011001876102985735 -0.00026082614736114946 -0.00083636237514970427 -0.00044481817925676724 0.00063977095607891852 0.00046180148159822291 -0.00011861538100536594 -0.00075738436211942857 6.6589594747950632e-05 0.00058629883005895111 0.0013294699985544438 -0.00024501695215255615 0.00031439858609606016
leaf_weight=0.0010523596182231663 0.0010089373798333042 0.0013930791952356499 0.0010497835667503128 0.001199485492609397 0.001072772481278174 0.0014346179197378055 0.0012191861531496428 0.0011485984648348297 0.001149567519200762 0.0014384466682709346 0.0010841066164955938 0.0012553690150301812 0.0016954830670267221
leaf_count=42 135 170 879 73 128 216 57 607 332 114 86 704 367
internal_value=0 5.76652e-05 -0.00017115 0.000161455 0.000234613 0.000315362 0.00058705 -3.50603e-05 -0.000345224 0.00026292 0.000986433 -0.00051432 0.000116734
internal_weight=0 0.0161929 0.005053 0.0111399 0.00994038 0.0085473 0.00481451 0.00373278 0.00229817 0.00265763 0.00215688 0.00230515 0.00274784
internal_count=3910 3775 1992 1783 1710 1540 385 1155 939 171 214 1583 409
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=15
num_cat=0
split_feature=14 0 15 16 0 2 49 13 13 2 16 13 49 16
split_gain=0.000318704 0.000112287 0.000177003 0.000126255 0.000118218 0.000155538 0.000106043 0.000103194 0.000144557 7.19324e-05 6.81264e-05 6.66416e-05 5.51998e-05 4.18757e-05
threshold=0.073890000000000011 -0.10575999999999998 -0.095799999999999982 -0.015314999999999997 -0.074514999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.11202500000000001 -0.0030249999999999995 0.08400500000000001 0.15737500000000001 0.2741050000000001 -0.067014999999999977 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 9 -6 13 8 10 -3 -7 -9 -4 -1
right_child=-2 4 3 -5 5 7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.00050705514827748129 -0.0010595054469507723 -0.00080596506320576079 4.5475250824074629e-06 0.0011260759133870624 0.00074596121967224194 0.00037351240017689189 -0.00046000853505841585 0.00064212246395738343 -0.00077641930052499007 -0.00012623476109354712 -0.00024841446061394854 -6.4491098010191884e-05 0.00063048451760760321 -5.1257905129739809e-05
leaf_weight=0.0010564237542664279 0.0010343680960140508 0.0011443509878840434 0.0011094813641399394 0.001098614186255723 0.0010593553678669033 0.0011515547985218337 0.0014328889742366187 0.0010360537634748757 0.0013354668060776139 0.0012550103891303078 0.0016438006056352875 0.0010167127567317635 0.0010584091480124631 0.0010105724928226277
leaf_count=92 135 648 89 88 153 359 174 90 340 1348 192 33 116 53
internal_value=0 6.26684e-05 0.000256297 0.000584563 -7.32083e-05 5.17519e-05 -5.00805e-05 -6.71781e-05 -0.000245739 -0.000450425 7.79012e-06 0.000292145 0.000310143 0.000234091
internal_weight=0 0.0164087 0.00676639 0.0032665 0.00964231 0.00724294 0.00349989 0.00618359 0.00413082 0.00239936 0.00279536 0.00205277 0.00216789 0.002067
internal_count=3910 3775 612 293 3163 1167 319 1014 891 1996 551 123 205 145
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=11
num_cat=0
split_feature=52 376 1 52 3 0 3 16 16 4
split_gain=3.81516e-05 5.34249e-05 4.94818e-05 0.000149333 7.87206e-05 0.000137909 8.92585e-05 5.47274e-05 7.96356e-05 8.38128e-06
threshold=-0.27466499999999994 0.084770000000000026 0.10113500000000002 -0.062489999999999997 -0.115685 -0.083564999999999987 0.090325000000000003 -0.12467499999999999 -0.52908499999999992 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 9 8 -5 -6
right_child=1 -3 3 7 5 -7 -8 -9 -10 -11
leaf_value=-0.015994799455409794 0.010190303797487353 0.020531514962043931 0.033485421539359642 -0.012410711000663453 -0.016836558870538282 -0.032117343882969239 0.019429176024859687 -0.018139061724029352 0.01730556624404159 -0.0057881353352478362
leaf_weight=0.0010534020904180734 0.0017833841115615558 0.0010026183245940784 0.0011592630189069392 0.001201015817827012 0.001041498030788497 0.0015965048150689502 0.0010905589138003186 0.0011403805733367174 0.0015860298027111992 0.0010399605630884701
leaf_count=425 224 130 227 114 869 1096 80 189 224 332
internal_value=0 0.00124922 -0.000411873 0.00603038 -0.00541343 -0.0112491 -0.000745902 -0.00207356 0.00449999 -0.0113164
internal_weight=0 0.0126412 0.0116386 0.00508669 0.00655191 0.00476852 0.00317202 0.00392743 0.00278705 0.00208146
internal_count=3910 3485 3355 754 2601 2377 1281 527 338 1201
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=13
num_cat=0
split_feature=14 484 474 1 42 4 16 151 4 3 16 3
split_gain=0.000277133 8.95302e-05 0.00013318 0.00010173 0.000101021 0.000106361 0.000128084 0.000135577 0.000167332 8.08174e-05 7.70313e-05 8.01007e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.09901500000000002 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.25367000000000006 0.092005000000000017 -0.083564999999999987 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 -9 10 -3 -12
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 -13
leaf_value=-0.00046417985068695578 -0.00099366467826481281 0.00076502650493942429 0.00068296043818371938 0.00046313974322698196 -0.00060202412467290801 -0.00053577927416075823 -0.00074171434048047236 -0.00019698732138346466 0.00072982840329944166 -0.00023800437804116694 -0.00011458315261407639 0.00058978342290861045
leaf_weight=0.0011639790830105445 0.0010230937413091617 0.0012810566083981552 0.0013697235242209208 0.0018831461723301047 0.0010709166608302801 0.0012883523881163858 0.0011422132364984445 0.0016492057257989261 0.001372012183283311 0.0010648042412678138 0.0015040746071844397 0.0010569018518003584
leaf_count=583 138 441 374 272 352 122 196 240 136 82 689 285
internal_value=0 5.92704e-05 0.000100768 4.08671e-05 -2.87072e-05 3.05647e-05 -0.000157931 -3.20488e-06 0.000223903 0.000239995 0.00037247 0.000176105
internal_weight=0 0.0158464 0.0146824 0.0133127 0.0114295 0.0103586 0.00545178 0.00430957 0.00302122 0.00490684 0.00384203 0.00256098
internal_count=3910 3772 3189 2815 2543 2191 694 498 376 1497 1415 974
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=14
num_cat=0
split_feature=14 484 474 133 132 160 12 160 1 12 1 2 0
split_gain=0.00036759 0.000118419 0.00011602 9.20704e-05 0.000166434 0.000143064 0.000147808 0.000257648 0.000224051 0.000207749 0.000151432 7.26189e-05 6.40173e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.10064500000000001 0.079995000000000011 -0.080734999999999987 -0.023959999999999995 0.090735000000000024 0.12958500000000003 0.098845000000000016 0.090540000000000023 0.092175000000000021 -0.15517999999999996
decision_type=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 -8 -12
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.00053096494958526424 -0.0011437321205268712 -0.00059869065451898006 0.00063763756672151068 -0.00049908509225466216 0.00086215230183560353 -0.00038175539865602161 0.00035511635786925327 -0.00065047330610856107 0.0011519997232929044 -0.00052599600535584254 -0.00036519353963157704 0.00096164764742902222 0.00028340382191674235
leaf_weight=0.0012050851904671324 0.0010330505563243405 0.0012323591165488675 0.0014380872961432195 0.0010729194572648712 0.0010121401858029554 0.0019565762899443903 0.0015103293695946183 0.0011552338476061783 0.0011230557128611186 0.0012199574070730409 0.0010419825572554053 0.0015254741781170478 0.0013342343706290727
leaf_count=584 135 381 374 478 173 316 629 136 74 193 77 122 238
internal_value=0 6.12724e-05 0.000106957 5.31531e-05 9.83435e-05 3.44482e-05 0.00010625 0.000213409 0.000342098 0.000204949 0.000369716 0.000659895 -1.00924e-06
internal_weight=0 0.0168274 0.0156223 0.0141843 0.0131113 0.0120992 0.0108668 0.00891027 0.00775503 0.00663198 0.00541202 0.0030358 0.00237622
internal_count=3910 3775 3191 2817 2339 2166 1785 1469 1333 1259 1066 751 315
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=13
num_cat=0
split_feature=14 47 123 4 52 52 4 157 1 151 0 15
split_gain=0.000349984 9.56974e-05 0.0001197 0.000137891 0.000151021 0.00015092 0.000147283 0.000214127 0.000146365 0.000159747 0.00014109 0.000128685
threshold=0.073890000000000011 0.13206500000000002 1.0000000180025095e-35 -0.23071499999999998 0.09716000000000001 0.094070000000000015 -0.054534999999999993 -0.062769999999999979 0.094695000000000015 -0.0074049999999999993 -0.15007499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8 9 -9 -10 -12
right_child=-2 -3 -4 5 -6 -7 7 8 10 -11 11 -13
leaf_value=-0.00083960668537053237 -0.0011246998325973982 -0.00048334877393355297 0.00063964725357288006 0.00080352089410604013 0.00013346247749095204 -0.00038162497302342063 0.00093717639837693296 0.00020048619393940359 -0.0001975502399493819 -0.0007754832534178171 0.0010526033711770102 0.00014325502472660147
leaf_weight=0.0012860535695601279 0.00101900519304672 0.0011579067766988296 0.0014380658390910983 0.0014855953555675148 0.0011720744288526222 0.0018076065856590757 0.0010909129399027705 0.0011225472348435966 0.001735834499343003 0.001515016810426496 0.0010483571938770374 0.0013937281111176016
leaf_count=219 135 81 314 912 40 692 357 204 108 553 124 171
internal_value=0 5.98954e-05 0.000101564 4.49079e-05 -0.000375632 0.000137209 0.000237066 0.00013063 1.53084e-06 -0.000360111 0.000229839 0.000533627
internal_weight=0 0.0162537 0.0150958 0.0136577 0.00245813 0.0111996 0.00939199 0.0079064 0.00681548 0.00263756 0.00417792 0.00244209
internal_count=3910 3775 3694 3380 259 3121 2429 1517 1160 757 403 295
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=10
num_cat=0
split_feature=158 50 156 42 15 43 0 12 15
split_gain=3.52149e-05 5.7451e-05 6.87029e-05 6.76029e-05 8.36315e-05 8.3904e-05 0.000122155 0.000208251 8.27735e-05
threshold=0.084900000000000017 0.086465000000000014 0.084090000000000012 -1.0000000180025095e-35 -0.095799999999999982 -0.083684999999999996 -0.098179999999999976 0.085250000000000006 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -7 -8 -5
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.01105276624183401 -0.015518908073642895 -0.017927299000031611 -0.0149755013034681 0.010864280191757955 0.032118209150783283 0.024985982068316342 -0.032271589144055819 0.017183128602906592 -0.020050636315861212
leaf_weight=0.0015910254275169943 0.0010362479584545533 0.0010919740769706312 0.0014223925738306572 0.0013207580564432884 0.00148034746218166 0.0019171841979744057 0.0011243714973736495 0.001514574328614788 0.0013048435269413976
leaf_count=734 426 692 487 210 259 207 197 520 178
internal_value=0 0.001168 0.00295393 0.00544124 0.00847081 0.0141123 0.00826197 -0.00388797 -0.00449949
internal_weight=0 0.0127675 0.0116755 0.0102531 0.00866208 0.00603648 0.00455613 0.00263895 0.0026256
internal_count=3910 3484 2792 2305 1571 1183 924 717 388
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=10
num_cat=0
split_feature=1 42 4 4 12 43 13 52 16
split_gain=3.51009e-05 5.75949e-05 7.99988e-05 7.88389e-05 4.65989e-05 5.14043e-05 7.82403e-05 0.000179094 0.000153956
threshold=0.087480000000000016 0.087065000000000017 -0.15333499999999997 -0.0031049999999999997 -0.071274999999999991 -0.079109999999999986 -0.060719999999999989 -0.074484999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7 -8 -9
right_child=4 -3 3 -5 5 6 7 8 -10
leaf_value=0.012132592919896285 0.020441508914414368 -0.025186175128602096 -0.030723082394536722 0.003341743967996501 -0.013743411314979552 0.023660182360303154 -0.033694418615382832 -0.013511394452924024 0.025668685086572982
leaf_weight=0.0019592881911711653 0.001152523404964325 0.0010239364500170172 0.0010677860912610543 0.0011659163988525249 0.001559394611104846 0.001374026831203779 0.0010527117503019434 0.0014255675719307974 0.0019456452939925453
leaf_count=131 359 766 981 406 293 387 192 131 264
internal_value=0 -0.00592826 -0.00122544 -0.0129424 0.00350744 0.000854733 0.00478099 -0.00108269 0.0091008
internal_weight=0 0.00521693 0.00419299 0.0022337 0.00850987 0.00735735 0.00579795 0.00442392 0.00337121
internal_count=3910 2284 1518 1387 1626 1267 974 587 395
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=14
num_cat=0
split_feature=14 484 474 1 42 4 16 49 48 3 52 52 1
split_gain=0.000198026 0.000140133 0.000140521 8.7844e-05 9.88464e-05 0.000104235 0.000131148 0.000138379 0.00012445 8.91362e-05 8.64751e-05 0.000103664 1.83901e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.09901500000000002 -0.0017649999999999999 -0.055679999999999993 -0.052649999999999995 0.092250000000000013 0.092005000000000017 0.084890000000000007 -0.088354999999999989 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -7 12 10 11 -3 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0005977964784928025 -0.0008343871519249337 0.00014225405261034479 0.00068048018539988817 0.00041588243483131691 -0.00059316667151715558 -0.00055757585392996953 -0.0007541719576956437 0.00066979382284278329 -0.00031937773652336462 -0.00025077861045210548 -3.9671404257623809e-05 0.00092588288364258331 0.00030476855234146767
leaf_weight=0.0011573646971577622 0.0010038772188057992 0.0011235614559887653 0.001381542998652706 0.0019249514434964395 0.0010397062245180609 0.0012088271163744873 0.0010802132637198446 0.0010230757938538898 0.0010791873197778853 0.0010936383776489755 0.0012570786710862925 0.0014025726455942043 0.0010170736320709584
leaf_count=583 141 288 374 272 352 115 196 184 83 82 656 470 114
internal_value=0 4.61258e-05 9.70609e-05 3.62287e-05 -2.83028e-05 2.87978e-05 -0.000154968 -5.42015e-06 0.000208555 0.000232592 0.000372324 0.000577344 0.000487818
internal_weight=0 0.0157888 0.0146314 0.0132499 0.0113249 0.0102852 0.00540838 0.00432816 0.00311934 0.00487685 0.00378321 0.00252613 0.00204015
internal_count=3910 3769 3186 2812 2540 2188 692 496 381 1496 1414 758 298
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=13
num_cat=0
split_feature=14 484 474 1 132 160 12 13 43 3 4 0
split_gain=0.000271699 9.88091e-05 0.000128899 9.18891e-05 9.70544e-05 0.000150855 9.93369e-05 9.97782e-05 0.000115859 0.00010649 0.000105493 8.08235e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.080815000000000012 -1.0000000180025095e-35 0.098845000000000016 -0.083354999999999985 -0.044024999999999988 -0.075679999999999983 -0.0025899999999999994 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -9 -11 -12
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 11 -13
leaf_value=-0.00050114944928922041 -0.00098339836679361557 -0.00080159344248594651 0.00067317220231446779 0.00043297564344049061 0.00051656919264613888 0.0009025448806458114 -0.00044489129153127183 -0.00052932151895024977 4.0330404768568559e-05 0.00064808696556113514 0.00027362798585773662 -0.00041753662517896029
leaf_weight=0.001134479594455143 0.0010297649638404882 0.0010253643202485308 0.0013653704341257565 0.0019531970797595057 0.0011329016355407064 0.0010551051867953298 0.0016422515954270618 0.0014010811199603943 0.0013866388646183204 0.0010027875880881092 0.0012039672023611558 0.0014149520596596207
leaf_count=583 138 444 374 272 226 102 289 760 339 155 72 156
internal_value=0 5.62451e-05 9.96055e-05 4.03593e-05 -2.77147e-05 -8.85725e-05 -8.29096e-06 8.77643e-05 0.000412903 -7.02964e-05 0.00010728 -9.97951e-05
internal_weight=0 0.0157181 0.0145836 0.0132182 0.011265 0.0101321 0.00910678 0.00746453 0.00244174 0.00502279 0.00362171 0.00261892
internal_count=3910 3772 3189 2815 2543 2317 1873 1584 441 1143 383 228
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=14
num_cat=0
split_feature=14 48 4 42 14 47 12 47 3 150 1 0 42
split_gain=0.000260961 8.31344e-05 0.000159995 0.000155456 0.000132226 9.55967e-05 0.000183933 0.000126315 0.000251625 0.00017895 0.00014484 0.000119127 7.54471e-05
threshold=0.064610000000000015 0.12675000000000003 0.28937500000000005 0.10138000000000001 -0.10523499999999998 0.10783500000000001 0.098845000000000016 0.086425000000000016 0.10420500000000001 0.087235000000000021 0.077800000000000022 -0.087899999999999992 0.083725000000000008
decision_type=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 12 -12 -1
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00036276931524611104 -0.00095165099941092854 -0.00046344971532733491 1.6843891489959678e-05 -0.00072068243589454577 0.00093824823035999218 0.00054070337648676452 -0.00072476867907007587 -0.00048923279190748526 0.00097430336125636037 -0.00062965063753808422 0.00091741596789786536 4.2848273755255749e-05 0.00029469458232174082
leaf_weight=0.001700630517464519 0.0010340507965648496 0.0011038278155326422 0.0010074753146611087 0.0010257975624761309 0.0013424276578104877 0.0013510217808563726 0.0011568812022592955 0.0011975446475972866 0.0012404259826728423 0.0012331328282764783 0.0013253108257899465 0.0010173609598538979 0.001039094123150024
leaf_count=649 138 129 120 346 274 130 312 194 120 212 131 482 673
internal_value=0 4.52737e-05 8.36381e-05 -4.25491e-06 0.000543214 6.10042e-05 -4.39022e-06 9.08165e-05 0.000182749 2.72803e-05 0.00018667 0.000537614 -0.000113413
internal_weight=0 0.0157409 0.0146371 0.0122872 0.0023499 0.0112614 0.00991038 0.0087535 0.00755596 0.00631553 0.0050824 0.00234267 0.00273972
internal_count=3910 3772 3643 3249 394 2903 2773 2461 2267 2147 1935 613 1322
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=14
num_cat=0
split_feature=14 124 133 132 42 160 474 160 43 3 1 1 15
split_gain=0.000318431 0.000126823 0.000202693 0.00015978 0.000195715 0.000120839 0.000226969 0.000152074 0.000129816 8.9681e-05 6.02395e-05 0.000129732 0.000106577
threshold=0.073890000000000011 0.0049200000000000008 0.098810000000000023 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.091575000000000017 -0.019509999999999996 -0.077894999999999978 0.11744000000000002 0.090540000000000023 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -7 11 -10 -13
right_child=-2 -3 -4 -5 5 7 -8 -9 10 -11 -12 12 -14
leaf_value=-0.00072897242786054738 -0.0010721548021916118 0.00073392716670425576 -0.00083571238159096993 0.00078372305344765001 -0.00072228892342543125 0.00030315859825450408 0.00039040790186556016 -0.00038098979356595723 0.00039334176845222559 0.0010283148311847914 0.00056008647472755935 0.00016090287516145371 -0.00069817297498650543
leaf_weight=0.0012285047728078742 0.0010102295739433725 0.0010132153049187192 0.0010005109655732867 0.0011331129130339795 0.0016871042929149814 0.0013137135231173977 0.0012105237278070627 0.0014549282735122166 0.0019716448370789763 0.0013090433745470429 0.0010105742193375431 0.0010416280748470896 0.0011889691116717116
leaf_count=719 135 90 579 234 541 179 268 222 353 189 116 54 231
internal_value=0 6.17686e-05 1.79724e-05 7.66759e-05 1.69617e-05 9.21483e-05 -0.000257445 0.000201183 0.000309283 0.000665091 0.000130262 2.68964e-05 -0.000297008
internal_weight=0 0.0165635 0.0155503 0.0145497 0.0134166 0.0121881 0.00289763 0.0092905 0.00783557 0.00262276 0.00521282 0.00420224 0.0022306
internal_count=3910 3775 3685 3106 2872 2153 809 1344 1122 368 754 638 285
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=14
num_cat=0
split_feature=14 43 52 15 40 16 43 4 4 16 151 3 12
split_gain=0.000355697 0.000141264 0.000149329 0.000169592 0.000130095 0.000164589 0.000219454 0.000168036 0.000142597 0.000214845 0.000168268 0.000106478 7.66579e-05
threshold=0.073890000000000011 0.18078000000000002 0.28122000000000008 -0.26361999999999991 -0.081174999999999983 0.16388500000000003 -0.074254999999999988 -0.060264999999999992 0.0051950000000000008 -0.30307999999999996 -0.024429999999999997 0.013395000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 12 10 -10 -9 -11 -6
right_child=-2 -3 -4 4 5 6 -8 8 9 11 -12 -13 -14
leaf_value=0.00083095098655602113 -0.0011277656854467074 -0.00065624140615765656 -0.0005965471360872103 0.00070980775846079213 0.00085787962897990741 6.0661175988114389e-05 -0.0011101244440596078 0.00010845154978307072 -0.00030817954861465626 0.00019172385112603839 -0.00096309514855935847 0.00099070086323522935 0.00016864858988723143
leaf_weight=0.0012963470507033432 0.0010394453998558558 0.0010081834377366527 0.0010954209777573115 0.0011749940561982071 0.0015075822862556558 0.0015133658121286508 0.0010375145835152082 0.0011465691480479316 0.0019372807053237677 0.0014087819566830978 0.0011078166123378447 0.0011771025062473628 0.0010543034216071185
leaf_count=269 135 250 325 162 165 236 272 306 234 189 379 56 932
internal_value=0 5.48998e-05 0.000101284 0.00015451 8.73933e-05 2.58867e-05 -0.00041553 0.000146451 -1.52507e-05 0.000185539 -0.000418112 0.000555421 0.000574238
internal_weight=0 0.0164653 0.0154571 0.0143617 0.0130653 0.0118903 0.00255088 0.00933944 0.00677755 0.00452317 0.00225439 0.00258588 0.00256189
internal_count=3910 3775 3525 3200 2931 2769 508 2261 1164 479 685 245 1097
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=11
num_cat=0
split_feature=4 0 1 42 4 1 48 2 12 0
split_gain=3.57771e-05 4.43572e-05 6.94629e-05 6.83676e-05 5.19863e-05 0.000121767 9.17092e-05 4.63089e-05 9.0176e-05 4.35071e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.083725000000000008 0.0057500000000000008 0.096335000000000018 0.085875000000000021 0.11542500000000001 0.10333000000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 9 -7
right_child=1 -3 4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.015946939464022553 -0.032064541077060874 0.015909542619782006 0.0050298184748794987 0.0013265737528836785 0.036317778001332249 -0.00074140473562409168 -0.027813358872169468 0.015843610364702457 0.017187051078262586 -0.025718172515463635
leaf_weight=0.0011189461204306082 0.0010820440077752892 0.0015540705458267764 0.0019947616887553638 0.0010135675260378363 0.0010512867254316716 0.0011076098313067 0.0011405354829923074 0.0014158683145334638 0.0011635849285131505 0.0012867153570582683
leaf_count=176 882 164 744 1017 104 76 224 277 68 178
internal_value=0 0.00127895 -0.000741047 -0.0159145 0.00273018 0.00775067 -0.00691763 0.00171256 -0.00391088 -0.014164
internal_weight=0 0.01281 0.011256 0.00209561 0.00916036 0.00602507 0.0031353 0.00497378 0.00355791 0.00239433
internal_count=3910 3734 3570 1899 1671 703 968 599 322 254
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=15
num_cat=0
split_feature=14 484 43 40 48 52 13 474 0 42 15 43 2 2
split_gain=0.000429214 0.000202868 0.000144918 0.000177009 0.000131483 0.000170488 0.000266324 0.000167829 0.00016037 0.000185991 0.000148853 0.000216959 0.000155721 0.000120399
threshold=0.077685000000000018 -0.0043499999999999988 0.18078000000000002 -0.081174999999999983 0.11930500000000001 0.11262000000000001 -0.090744999999999978 0.085165000000000018 -0.017269999999999997 -1.0000000180025095e-35 -0.089964999999999976 -0.074254999999999988 0.089910000000000004 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 13 8 9 -8 12 -12 -11 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.000696554221477989 -0.0012252010925444528 0.00087722198245735589 -0.00059865889133901861 0.00040562209545877263 -0.00051521554787533252 -0.00042327328716915336 -0.00090151896423207138 0.00084277359103661169 0.00051354054340380453 -0.00087180180523934358 0.00079381461156086445 -0.00031041803931569677 0.00015738932683808144 0.0013410709953869978
leaf_weight=0.0012747624955108177 0.0010656347564543664 0.0012294054657196194 0.0010224952107008274 0.0010570637992748906 0.0012148662495585242 0.0016739151297683321 0.0010473482417202333 0.0010347579311019419 0.0018211604301236473 0.0011522877340895536 0.0015628933027966631 0.0012166194691035019 0.0011093975132084604 0.001058868128991565
leaf_count=586 126 207 227 202 108 450 632 212 183 102 221 439 82 133
internal_value=0 5.65849e-05 0.000115845 0.000163977 0.000101115 0.000159914 0.000248175 0.000100188 3.04223e-06 -0.000149654 6.55156e-06 0.000310481 -0.000366965 0.000873745
internal_weight=0 0.0174758 0.0162011 0.0151786 0.0139492 0.0127343 0.0110604 0.00894446 0.00790971 0.00608855 0.0050412 0.00277951 0.00226169 0.00211593
internal_count=3910 3784 3198 2971 2764 2656 2206 1871 1659 1476 844 660 184 335
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=10
num_cat=0
split_feature=11 43 0 15 12 43 4 3 2
split_gain=3.69311e-05 5.6004e-05 8.75264e-05 0.000152129 8.29575e-05 6.22252e-05 8.85899e-05 6.23819e-05 0.000177488
threshold=0.079700000000000007 -0.053009999999999995 -0.017269999999999997 -0.053579999999999996 0.10058500000000002 0.0050750000000000005 -0.065054999999999988 0.097615000000000021 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8 -9
right_child=-2 4 -4 -5 -6 -7 7 8 -10
leaf_value=0.019008362139852807 -0.014678226973779398 -0.02716965043988832 0.02925928629803605 -0.019254664923429095 -0.027374727541840057 0.015538629866905296 -0.011583532357553125 0.037913193753742136 -0.011615244473504033
leaf_weight=0.0018760613875081185 0.0012943445549044438 0.0011180774731591701 0.0012938905927363598 0.0015622388038280212 0.0010207041289898664 0.0016654228588858901 0.0017174406943290346 0.0010940600023833721 0.0012974378220194324
leaf_count=759 254 672 156 802 242 468 319 85 153
internal_value=0 0.00138495 0.00917942 0.00162303 -0.00327628 0.000292471 -0.00456523 0.00158562 0.011043
internal_weight=0 0.0126453 0.00473219 0.0034383 0.00791314 0.00689244 0.00522702 0.00410894 0.0023915
internal_count=3910 3656 1717 1561 1939 1697 1229 557 238
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=11
num_cat=0
split_feature=484 1 12 52 12 1 0 13 4 43
split_gain=3.23641e-05 5.11766e-05 7.36337e-05 6.04785e-05 8.95215e-05 6.43976e-05 6.74928e-05 6.92536e-05 6.95586e-05 3.71317e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.097345000000000015 0.11052000000000002 -0.23029999999999998 -0.090744999999999978 -0.076854999999999993 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9 -10
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11
leaf_value=-0.014755251913766617 0.024752469717372289 0.018462205017318264 -0.022961273082200695 -0.015630757041793852 0.026226364385335387 -0.015704073987511724 0.01810801591500328 0.0077898161221333683 -0.0034024397768557531 -0.025194437436052326
leaf_weight=0.0010538725878284404 0.0010412942059936439 0.0011711365221863659 0.0010208655334860541 0.0013591630992758402 0.0011992384295384734 0.0014757046434629448 0.0013076500707066363 0.0018607352824580861 0.0011438670902429674 0.0012295555759397536
leaf_count=627 74 216 116 471 330 251 273 788 414 350
internal_value=0 0.00111577 -0.000629794 0.00151742 0.00403493 0.000732598 0.00441713 0.000596165 -0.00481208 -0.0146918
internal_weight=0 0.0128092 0.0116381 0.0106172 0.00925805 0.00805881 0.0065831 0.00554181 0.00423416 0.00237342
internal_count=3910 3283 3067 2951 2480 2150 1899 1825 1552 764
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=11
num_cat=0
split_feature=4 42 15 52 2 160 2 1 16 15
split_gain=3.30685e-05 4.61541e-05 6.74133e-05 8.80459e-05 9.81159e-05 8.47648e-05 9.37217e-05 6.43279e-05 6.341e-05 3.59814e-05
threshold=0.27608500000000008 0.092635000000000009 0.084050000000000014 -0.092854999999999979 0.084235000000000018 0.084835000000000008 0.11125500000000001 0.095575000000000007 -0.008734999999999998 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -5 -6 -2
right_child=9 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.017628527492538876 -0.00099957787684291444 -0.017385267741923074 -0.022634593984967595 0.0083479314128481145 -0.03768513551267684 0.020193507693931072 0.015714837263858139 0.042352171515362885 -0.0050252674141834366 0.022647399244359954
leaf_weight=0.0015889778006750871 0.0013108867733388806 0.0016703428674127449 0.0010953794289852809 0.0010647110341773505 0.0010157237233537183 0.0014335767406981302 0.0010737494766882415 0.0010742443687109023 0.0013061409289162288 0.0011709282630224752
leaf_count=546 209 682 947 253 433 157 132 129 190 232
internal_value=0 -0.00233847 0.000265346 0.00319672 0.00794559 0.000203212 -0.00823639 0.0254258 -0.0193127 0.0101571
internal_weight=0 0.0113228 0.0096525 0.00855712 0.00696815 0.00482919 0.00339561 0.00213896 0.00232186 0.00248182
internal_count=3910 3469 2787 1840 1294 912 755 382 623 441
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=11
num_cat=0
split_feature=41 4 484 160 42 52 49 3 0 2
split_gain=3.26086e-05 4.09663e-05 5.67448e-05 9.21919e-05 8.74299e-05 9.82265e-05 9.95491e-05 0.000171643 8.48769e-05 5.08885e-05
threshold=0.075585000000000013 -0.49837999999999999 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.081419999999999979 -0.078669999999999976 -0.15137999999999999 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -9 -7
right_child=-2 2 -4 4 5 9 7 8 -10 -11
leaf_value=-0.017307763114014642 -0.016066154746139469 -0.02053200591062182 0.02186273838091627 -0.020665654121248635 0.02322469036190257 0.040974916040064889 -0.03986232718854095 -0.013692818414275193 0.018690441809817566 0.010669027210067171
leaf_weight=0.0010070432686278439 0.0010857415214929481 0.0016201548566426921 0.0012955804451364001 0.001118060473730257 0.0014428537559703775 0.0010438827035767605 0.001040566660664718 0.0012758572878727675 0.0018064064564616608 0.0010043856386549518
leaf_count=161 221 744 395 827 152 321 420 123 427 119
internal_value=0 0.00129093 0.00289894 0.000525612 0.00443268 0.00811821 0.00149539 -0.00610914 0.00528587 0.0261142
internal_weight=0 0.0126548 0.0116477 0.0103522 0.00873201 0.00761395 0.00556568 0.00412283 0.00308226 0.00204827
internal_count=3910 3689 3528 3133 2389 1562 1122 970 550 440
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=15
num_cat=0
split_feature=14 124 133 47 50 4 1 4 1 150 0 4 1 43
split_gain=0.000311807 0.000126271 0.000164246 0.000135203 0.000169305 0.000140724 0.000421098 0.000176887 0.000174279 0.000141128 0.000196079 0.00018041 0.000114218 9.18205e-05
threshold=0.073890000000000011 0.0049200000000000008 0.098810000000000023 0.11926500000000002 0.095955000000000013 0.24280000000000004 0.11235500000000002 0.055260000000000011 0.10004000000000002 0.086420000000000011 -0.12329499999999999 -0.060264999999999992 0.10688500000000002 -0.080894999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 12 8 9 10 -1 13 -7 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00086739929661315616 -0.0010735508506991649 0.00072746548139381723 -0.00075357419075572645 -0.00063207395263119987 -0.00066176788787357204 0.00045331465081754489 0.0014589391451841924 -0.00065561185801959294 0.00069266331340071016 -0.0006246372407869939 0.00058125325753210274 -0.00059202021157615749 -0.00047827878540281814 -0.00012303756261099725
leaf_weight=0.0011233327356650067 0.0010009895271493379 0.0010031510114545629 0.0010134893990989364 0.0010052680191348093 0.001006483514680869 0.0010088715385696201 0.0011822576912395438 0.0011817594207213901 0.0018152797790369681 0.0011285658043948335 0.0014745513168437248 0.0015375831843826428 0.0010151065225799394 0.0013756665364142151
leaf_count=70 135 90 579 111 385 113 248 201 338 159 173 539 54 715
internal_value=0 5.28004e-05 1.01497e-05 6.22561e-05 0.000112654 0.000173345 0.00052918 5.49548e-05 0.000154271 7.07601e-06 0.000136438 -5.06977e-05 -1.3917e-05 0.000241325
internal_weight=0 0.0168714 0.0158682 0.0148547 0.0138495 0.012843 0.00320624 0.00963674 0.00845498 0.0066397 0.00551113 0.0043878 0.00202398 0.00285022
internal_count=3910 3775 3685 3106 2995 2610 415 2195 1994 1656 1497 1427 167 888
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=14
num_cat=0
split_feature=14 43 3 48 484 0 51 3 0 0 16 16 4
split_gain=0.000283035 0.000135168 0.000149624 0.000222113 0.000219527 0.000230887 0.000169486 0.000146182 0.000125702 0.000110811 0.000185354 0.000100757 8.39344e-05
threshold=0.073890000000000011 0.18078000000000002 0.16699000000000003 0.12649500000000002 -0.0043499999999999988 -0.13027499999999997 0.085845000000000019 0.045635000000000002 -0.074249999999999997 0.15480500000000005 0.062650000000000025 -0.083564999999999987 0.070230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 12 8 11 10 -10 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0007599980349005498 -0.0010124633466637423 -0.00063637678545558221 0.00076091480417139529 -0.00083071290867129299 0.00122188136675551 7.2140093386079411e-05 -8.8279631480461644e-05 -0.0006835776348123793 0.00095702843587500217 -0.00019671384973055683 5.1158401640065126e-05 -0.00065649369457868273 0.00053916215943091718
leaf_weight=0.0010462811823417186 0.0010275132239768994 0.0010453030491410489 0.0011881234050884005 0.0010520217575885399 0.0011733015441700691 0.0018126636700429562 0.0010941573215699218 0.0010628097815681978 0.0016193851629822216 0.0013142478139348476 0.0018726679968486398 0.0012212337351162189 0.0016889185479484689
leaf_count=533 135 250 180 111 107 653 52 104 393 60 301 903 128
internal_value=0 4.69422e-05 9.11813e-05 3.79828e-05 0.000103703 0.000173977 0.000568107 -1.16926e-06 9.13374e-05 0.000288594 0.000471241 -0.000221157 0.000819027
internal_weight=0 0.0171911 0.0161458 0.0149577 0.0139057 0.0128594 0.00395638 0.00890301 0.0078402 0.0048063 0.00349205 0.0030339 0.00286222
internal_count=3910 3775 3525 3345 3234 2701 287 2414 2310 754 694 1556 235
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=12
num_cat=0
split_feature=147 52 15 15 43 16 42 4 13 16 4
split_gain=3.79864e-05 7.38825e-05 0.000103508 7.34345e-05 5.40715e-05 9.73852e-05 0.000115301 0.000136461 9.22318e-05 7.72032e-05 9.96318e-05
threshold=0.089245000000000005 0.17829500000000004 -0.24219999999999997 -0.11739999999999999 -0.18906999999999999 0.15100500000000003 0.084100000000000022 -0.076854999999999993 -0.074599999999999986 -0.094359999999999986 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -7 -9 -11
right_child=-2 -3 3 4 5 8 -8 9 -10 10 -12
leaf_value=0.028732512911115705 0.017598598791405653 -0.024370656141715699 -0.024185995575690147 0.016486633421140671 0.034123585134179173 -0.00030918577448573327 -0.02246681687480874 -0.022233617369591296 -0.040504818433671382 -0.010673176314150348 0.030190257343338921
leaf_weight=0.0010676523022640468 0.0010000310391546372 0.0011396878778794648 0.0011823772058892562 0.0016041932089809093 0.0014733742838772866 0.001020419885667076 0.0011862022966587235 0.0010013831225694292 0.0010072629439912212 0.0010723741574463416 0.0010471988881571755
leaf_count=280 159 458 275 184 547 125 914 143 386 364 75
internal_value=0 -0.00147089 0.000766943 -0.00205119 0.000729363 -0.00250796 0.00372488 0.0104873 -0.0202766 -0.000671206 0.00951586
internal_weight=0 0.0128021 0.0116624 0.0105948 0.00941241 0.00780822 0.00578053 0.00459433 0.00202768 0.00312096 0.00211957
internal_count=3910 3751 3293 3013 2738 2554 2043 1129 511 582 439
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=10
num_cat=0
split_feature=39 39 42 2 49 133 48 4 52
split_gain=3.12541e-05 7.66407e-05 6.03072e-05 5.67091e-05 5.95602e-05 9.28627e-05 0.00011334 0.000116096 0.000119685
threshold=0.005105000000000001 0.092870000000000022 0.091955000000000023 0.11542500000000001 0.0037600000000000003 0.065880000000000008 0.086125000000000021 -0.034289999999999994 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.023123013244119379 0.028540760950477927 -0.0058515078656257513 -0.019434413354166211 0.016986965453424065 0.018804595977109775 0.020730935816332136 -0.036104539623267332 0.035004666290239059 -0.0058308063955857508
leaf_weight=0.0017651315147541847 0.001101355391456151 0.0013113170977736639 0.0016091742280377489 0.0016337092047280103 0.0010406890833689298 0.0010359698452219344 0.001255772575702409 0.0010036449856570817 0.0019540793893197627
leaf_count=950 215 244 669 299 494 482 166 102 289
internal_value=0 0.00984814 -0.00220311 0.000658714 -0.00265285 -0.00583629 -0.0104398 -0.00361577 0.0080259
internal_weight=0 0.00241267 0.0112982 0.009689 0.00805529 0.0070146 0.00597863 0.00472286 0.00295772
internal_count=3910 459 3451 2782 2483 1989 1507 1341 391
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=12
num_cat=0
split_feature=14 15 158 156 15 0 16 43 3 1 0
split_gain=3.26124e-05 9.52416e-05 4.86866e-05 8.5813e-05 8.68648e-05 0.000102288 0.000103883 9.61837e-05 0.000111407 8.42425e-05 5.42535e-05
threshold=-0.13131999999999996 -0.16430499999999995 0.081110000000000015 0.084090000000000012 -0.095799999999999982 -0.10575999999999998 0.20277000000000003 -0.089949999999999988 -0.08348499999999999 0.093245000000000008 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 7 -7 -9 -6 -8
right_child=1 2 -4 -5 5 6 10 8 -10 -11 -12
leaf_value=-0.014195972537984106 0.026618810171214733 -0.0156719748309091 -0.019668679459020091 -0.023311771820495538 0.0061339306605672468 -0.031720772729554182 0.0011868780726217699 0.022779221468326321 -0.016196450464581624 0.04081256859592617 0.029198640686283826
leaf_weight=0.0011772871043854256 0.0010681717195333068 0.0015642163875433822 0.0010153869549095361 0.0010540290169627669 0.0011077492479623823 0.0010197600242061395 0.0010374865939969356 0.0010320688525723559 0.0013151069500907857 0.001101620757296513 0.001148940492485484
leaf_count=172 282 273 376 444 128 327 209 508 979 147 65
internal_value=0 0.00126537 -0.00111098 0.000704186 0.00341821 0.00726494 0.000835702 -0.00895114 0.000941412 0.0234252 0.0159067
internal_weight=0 0.0124645 0.0113964 0.010381 0.00932695 0.00776273 0.00555336 0.00336694 0.00234718 0.00220937 0.00218643
internal_count=3910 3738 3456 3080 2636 2363 2088 1814 1487 275 274
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=15
num_cat=0
split_feature=14 133 484 132 160 123 1 457 133 47 13 52 15 16
split_gain=0.00038835 0.000247721 0.000230988 0.000181096 0.000182847 0.000188421 0.000194419 0.00022578 0.000179734 0.000161408 0.000118842 0.000198589 0.000153298 5.15806e-05
threshold=0.073890000000000011 0.10599500000000002 -0.0043499999999999988 0.080815000000000012 0.091575000000000017 0.084995000000000015 0.12864500000000004 0.069705000000000003 0.065880000000000008 0.09252500000000001 -0.094679999999999986 -0.072349999999999984 -1.0000000180025095e-35 -0.0049699999999999996
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 10 -4 -12 -13 -14
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 -15
leaf_value=-0.00069361249647986874 -0.001171847998382329 -0.00089011294854433984 0.0005684581057488992 0.00089562048605597311 -0.00056452176658724823 -0.00060803888675797443 0.00083618311397728833 0.00088747166985232327 0.00076530061929468835 -0.00066077207947340096 -0.00080907668815610192 0.00054979592733430207 -0.00055174030190409677 7.5310153324809089e-05
leaf_weight=0.0012835147175419585 0.0010578372567050373 0.0010162294601983304 0.0013894629120033012 0.0012243491992566117 0.0013952015516688404 0.001066915120956532 0.0018521770401208797 0.0013683543113629246 0.0011227012730851589 0.001463047195970759 0.0011140216041902575 0.0017901965784633362 0.0010095578519415103 0.0010078858345148743
leaf_count=508 135 540 146 215 187 175 149 166 321 171 251 221 621 104
internal_value=0 5.04119e-05 0.000106347 0.000171316 0.000110491 0.000181923 0.000251477 0.000145978 3.19347e-05 -7.39738e-05 6.2058e-05 -8.09068e-05 0.000132138 -0.000238475
internal_weight=0 0.0181036 0.0170874 0.0158039 0.0145795 0.0131843 0.0121174 0.0102652 0.00889687 0.00777417 0.00631112 0.00492166 0.00380764 0.00201744
internal_count=3910 3775 3235 2727 2512 2325 2150 2001 1835 1514 1343 1197 946 725
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=15
num_cat=0
split_feature=14 43 52 15 457 40 16 43 160 3 2 4 4 12
split_gain=0.000210089 0.000123409 0.000132294 0.000204001 0.000148465 0.000131737 0.000173021 0.000212957 0.000144048 0.000193804 0.000136376 0.000116718 0.000101075 9.94746e-05
threshold=0.064610000000000015 0.18078000000000002 0.28122000000000008 -0.26361999999999991 -0.0034949999999999994 -0.081174999999999983 0.16388500000000003 -0.074254999999999988 0.090735000000000024 0.086245000000000016 0.086875000000000022 -0.00027999999999999998 0.05309500000000001 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 9 10 12 -11 -7 -12
right_child=-2 -3 -4 4 5 6 7 -9 -10 11 13 -13 -14 -15
leaf_value=0.00086846618241645795 -0.00087930956673971928 -0.00061604740349644664 -0.00057254666799875749 -0.00062836703891923818 0.00076751605264370156 -0.00059335421274114982 8.9581977575186309e-05 -0.0010689012080077409 -0.00050092139824941238 0.0012776777809309257 0.00072484730898037615 0.00033836325155191114 0.00017467406419938907 -6.2375895960771135e-05
leaf_weight=0.0013275726832932691 0.0010093877220390462 0.0010262143402370123 0.0010891141281176913 0.0010979639088831037 0.0011127742954686595 0.0013602253773192241 0.0014684040854369097 0.0010436544754420241 0.0010018472645622022 0.0010119737771839069 0.0015564615736474137 0.001022468099415013 0.0012775358644786516 0.0010225748749433236
leaf_count=269 138 250 325 271 154 845 217 271 188 61 300 110 64 447
internal_value=0 4.23222e-05 8.62153e-05 0.000136376 6.1475e-05 0.000125242 5.88514e-05 -0.000391719 0.000195995 0.000292283 9.21005e-05 0.000805598 -0.000221378 0.000412717
internal_weight=0 0.0164188 0.0153926 0.0143035 0.0129759 0.0118779 0.0107651 0.00251206 0.00825309 0.00725124 0.0052168 0.00203444 0.00263776 0.00257904
internal_count=3910 3772 3522 3197 2928 2657 2503 488 2015 1827 1656 171 909 747
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=14
num_cat=0
split_feature=14 484 474 457 1 15 0 16 4 2 151 43 4
split_gain=0.000481214 0.000130468 0.00015119 0.000122112 9.47256e-05 0.000117098 0.00016694 0.00016006 0.000125713 0.000160952 0.000124155 9.63635e-05 4.67488e-05
threshold=0.077685000000000018 -0.0043499999999999988 0.059400000000000008 -0.0034949999999999994 0.12864500000000004 -0.11739999999999999 -0.10575999999999998 -0.40374499999999997 -0.0021099999999999995 0.10113500000000002 -1.0000000180025095e-35 -0.079109999999999986 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 10 -5 9 11 -7 -8 -6
right_child=-2 2 -4 4 12 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00054560425789504494 -0.0012981062910412116 -0.00059302883385292616 0.00071084156646416933 0.0001333692567093638 0.00077331961207353884 0.0010103478360174011 3.8766895124614352e-05 -0.00092430949520529084 -0.00049641447116374651 -0.00034491804263719086 0.00017309033912220909 0.00073591786994351305 0.00018947609248878329
leaf_weight=0.001203129635740075 0.0010160140300839509 0.0010086315640068901 0.0014138244339131295 0.0010993144121769494 0.0010198598294547112 0.0011394824459168285 0.001440194360678299 0.0010186763999291909 0.0016661246367432568 0.0017376726823637167 0.0015377398105100304 0.0014914465488421297 0.001007416378497032
leaf_count=586 126 136 374 117 67 98 393 148 355 255 130 929 196
internal_value=0 6.43154e-05 0.000111414 5.1591e-05 0.000101005 3.13957e-05 0.000126978 -0.000375336 -4.30955e-05 0.00011866 0.000529445 0.000393436 0.00048319
internal_weight=0 0.0167835 0.0155804 0.0141666 0.0131579 0.0111307 0.00901266 0.00211799 0.00633544 0.00466931 0.00267722 0.00293164 0.00202728
internal_count=3910 3784 3198 2824 2688 2425 2160 265 1932 1577 228 1322 263
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=10
num_cat=0
split_feature=132 0 39 4 47 43 0 52 12
split_gain=2.98623e-05 5.80048e-05 6.31721e-05 9.48798e-05 0.000122678 0.000133156 0.000101902 0.000151179 6.51167e-05
threshold=0.080815000000000012 0.15480500000000005 0.085060000000000011 -0.23071499999999998 0.09252500000000001 -0.079109999999999986 -0.14136999999999997 -0.066329999999999986 0.095295000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -8
right_child=-2 -3 -4 4 -6 6 8 -9 -10
leaf_value=-0.026244194943268413 0.013636230635076451 -0.02152835650244276 0.018095951760337313 -0.017345864556308394 -0.023131821066644392 -0.022037324818247429 0.037687988461039788 0.019886183858195988 0.0080231866703396604
leaf_weight=0.0012239241562540552 0.0012310153779845909 0.0011177217842755884 0.0015144714017550466 0.001598429037312425 0.001466141573566105 0.0013288983916006913 0.0016094807249775363 0.0016402837235372386 0.00103940824465678
leaf_count=219 395 53 372 794 297 86 1114 173 407
internal_value=0 -0.00144252 0.000523185 -0.00216326 0.00123124 0.00618097 0.0128747 0.00112274 0.0260477
internal_weight=0 0.0125388 0.011421 0.00990657 0.00868264 0.0072165 0.00561807 0.00296918 0.00264889
internal_count=3910 3515 3462 3090 2871 2574 1780 259 1521
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=14
num_cat=0
split_feature=14 147 484 48 4 42 47 12 4 0 52 2 12
split_gain=0.000322321 9.38979e-05 0.000121996 8.97446e-05 0.000128046 0.000122875 0.000137568 0.000195633 0.000179773 0.000144646 0.000112572 7.86268e-05 4.76962e-05
threshold=0.073890000000000011 1.0000000180025095e-35 -0.0043499999999999988 0.11930500000000001 0.28937500000000005 0.10138000000000001 0.10783500000000001 0.098845000000000016 -0.00072999999999999985 -0.11756999999999999 -0.088354999999999989 0.089910000000000004 0.087495000000000003
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 9 -4 -11 -10 -12
right_child=-2 -3 3 -5 -6 -7 -8 -9 11 10 12 -13 -14
leaf_value=-0.00062257351761731041 -0.0010432976481512882 0.00054026903224238814 0.0010119011744332588 -0.00045102951685995607 0.00063078503660904449 -0.00060034340447353933 0.00067556076720604497 -0.00073909126087046985 -0.00056309515472809145 -0.00034591414968747504 0.0001904812974648587 5.0452593663893839e-05 0.00073221098288161243
leaf_weight=0.0010202252615602219 0.0010337650736436032 0.0013967203718843321 0.0010070679572947716 0.001137118125076741 0.0015476992090850484 0.0010052862559279631 0.0013500344679176482 0.0011068087394162148 0.0014248091857836384 0.0010382755484107564 0.001502834058675464 0.0016842395920007771 0.0010003779346312094
leaf_count=556 135 216 93 121 290 303 92 270 202 289 545 242 556
internal_value=0 6.37815e-05 1.88891e-05 6.62964e-05 0.000112735 4.06305e-05 0.000104338 1.63487e-05 0.000125538 0.000369051 0.000186248 -0.000230723 0.000406977
internal_weight=0 0.0162215 0.0148248 0.0138046 0.0126674 0.0111197 0.0101144 0.00876441 0.0076576 0.00454856 0.00354149 0.00310905 0.00250321
internal_count=3910 3775 3559 3003 2882 2592 2289 2197 1927 1483 1390 444 1101
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=11
num_cat=0
split_feature=14 15 124 160 160 1 49 15 4 52
split_gain=2.99045e-05 7.5868e-05 4.37676e-05 4.3315e-05 7.45483e-05 8.45475e-05 7.43941e-05 8.31747e-05 0.000135971 0.000145559
threshold=-0.13131999999999996 -0.16430499999999995 -0.061329999999999989 0.091575000000000017 0.031805000000000007 0.12864500000000004 -0.050684999999999994 -0.07142999999999998 -0.034289999999999994 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 -9
right_child=1 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.014333542764889722 0.025187038034959374 0.016076708076823234 -0.030030214967328831 -0.019823264606569576 0.021769132887467992 0.018442559424841683 -0.024085272392697272 -0.035260397339309142 0.029106096855829624 0.0079740635545663269
leaf_weight=0.0011946006893682149 0.0010766339497176513 0.0011973092332102009 0.0011475695981409215 0.0011953129479660854 0.0011421322916864854 0.0012571621759715108 0.0013425066956312412 0.0011007034058537917 0.0012364838129420787 0.0018598687789880639
leaf_count=172 282 202 210 324 170 108 513 701 409 819
internal_value=0 0.00126889 -0.000974419 -0.00296002 -0.000741677 -0.003978 -0.00819301 -0.00366923 0.00286122 -0.00809996
internal_weight=0 0.0125557 0.011479 0.0102817 0.00908643 0.00794429 0.00668713 0.00553956 0.00419706 0.00296057
internal_count=3910 3738 3456 3254 2930 2760 2652 2442 1929 1520
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=10
num_cat=0
split_feature=49 3 12 2 2 2 3 1 151
split_gain=2.92819e-05 0.000116432 7.40994e-05 8.56828e-05 8.10159e-05 6.98706e-05 8.52709e-05 0.000114347 6.96441e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.051320000000000005 0.08400500000000001 0.10393500000000001 0.083795000000000022 -0.013944999999999997 0.11198000000000001 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 -7 -8 -3
right_child=2 8 3 4 -6 6 7 -9 -10
leaf_value=0.030367943160684002 0.020307339622286265 0.0092433231348174865 -0.026909759302831363 0.010331572543476558 -0.022149724939725085 0.018920791030126709 -0.031805503377218138 0.0071424592894417669 -0.022399108804152121
leaf_weight=0.0012142835544648109 0.0016889938087382862 0.0013454457860617884 0.0018074012280870481 0.0018437699068341658 0.0010168456272255291 0.0011190309231564879 0.0012414199730420644 0.001335460558178564 0.0010624783410099047
leaf_count=180 198 227 816 1381 408 136 237 175 152
internal_value=0 0.00704353 -0.00264442 -0.0111633 -0.00121436 0.00474036 -0.00237359 -0.0116208 -0.00471866
internal_weight=0 0.00362221 0.0100529 0.00466802 0.00286062 0.00538491 0.00369591 0.00257688 0.00240792
internal_count=3910 559 3351 2605 1789 746 548 412 379
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=10
num_cat=0
split_feature=1 4 159 131 12 15 4 2 52
split_gain=3.1455e-05 7.88867e-05 5.2805e-05 8.48585e-05 0.00011058 0.000104534 0.000133159 6.20056e-05 1.99666e-05
threshold=0.076710000000000014 -0.084009999999999987 0.073745000000000019 0.07635500000000002 -0.036459999999999992 -0.11739999999999999 0.0057500000000000008 0.091750000000000012 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -6 -7 -8 -1
right_child=2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.0037800453917437816 -0.030919132169730936 -0.0218659055118808 0.021997334398970884 0.024715912393811493 -0.019351603536767313 -0.009405105481272942 0.03720235166171186 0.0062448242531334842 0.01423509879113234
leaf_weight=0.0011822929734041955 0.0011489710889828371 0.0018437498864010823 0.0011799245328899264 0.0011327123132839909 0.0016093584897619037 0.0019614558987296436 0.0014220542336568082 0.0010311242971133752 0.0010945495731442788
leaf_count=351 224 1586 380 367 148 613 82 88 71
internal_value=0 -0.00708718 0.00297057 0.000267578 -0.00359316 0.00161879 0.00926356 0.0241902 0.0048804
internal_weight=0 0.00412059 0.0094856 0.00830568 0.00717296 0.00602399 0.00441463 0.00245318 0.00227684
internal_count=3910 2008 1902 1522 1155 931 783 170 422
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=11
num_cat=0
split_feature=52 52 474 160 52 0 4 4 15 15
split_gain=2.75637e-05 5.88897e-05 7.83607e-05 0.000121104 6.66732e-05 0.000185283 6.77099e-05 8.75362e-05 7.75308e-05 8.90769e-05
threshold=-0.27466499999999994 -0.096614999999999993 0.084655000000000022 -1.0000000180025095e-35 0.11110500000000002 0.12500000000000003 -0.052874999999999998 0.0051950000000000008 -0.095799999999999982 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 -9
right_child=1 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.015461451351871873 0.022841041453381217 -0.026967409596647167 0.025283064520668728 0.024470721397689452 0.022427297485813076 -0.040347176691498704 -0.024146650147569629 0.013782757604793876 0.022699641550499226 -0.024716969699718337
leaf_weight=0.0010327859240245709 0.0011023910636381367 0.0017457301658706627 0.001002944592676378 0.0012599548712889938 0.0012353435779714032 0.0010492302764921052 0.0011937262855927933 0.001163558776081341 0.0016090211169907422 0.0011470763065605273
leaf_count=425 327 851 284 950 197 56 288 192 208 132
internal_value=0 0.00120297 -0.000888246 -0.00341124 0.00133848 -0.00217135 0.00411347 -0.00090263 0.00617631 -0.00532979
internal_weight=0 0.012509 0.0114066 0.0104036 0.00865791 0.00742257 0.00637334 0.00511338 0.00391966 0.00231064
internal_count=3910 3485 3158 2874 2023 1826 1770 820 532 324
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=13
num_cat=0
split_feature=14 484 474 1 43 43 0 2 2 15 42 16
split_gain=0.000300475 0.000160532 0.000162417 0.000118125 0.000139455 0.000111143 0.000145733 8.2963e-05 0.000122652 0.000203987 2.99148e-05 1.74677e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.06705499999999999 -0.080894999999999981 -0.061129999999999997 0.087995000000000004 0.10113500000000002 -0.0039399999999999991 0.084435000000000024 0.28937500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 10 -6 -9 -10 -3 -5
right_child=-2 2 -4 11 7 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00062615030831508864 -0.0010343347238248272 -4.0825433545439589e-05 0.00074821577320894044 0.00065622171240819463 -0.00055343636487569176 0.00079737039540983567 0.00051589856878295822 0.00032501074713254575 0.00012851565862912731 -0.00084735677125157287 -0.00051872615999726908 0.00029431672519151993
leaf_weight=0.0012444978833267969 0.0010432032926596729 0.0010030401614022581 0.0013781793082348831 0.0010325222909864035 0.0019229098206514196 0.0010365228704167454 0.0015716191148622098 0.0018710949066039831 0.0018665392177547009 0.0014737425823859573 0.0010113199201938344 0.001018572269646946
leaf_count=583 138 372 374 223 764 273 130 391 230 194 189 49
internal_value=0 5.08827e-05 0.000106366 4.23018e-05 -3.34485e-05 0.000231853 6.83909e-05 -0.000205345 -7.69049e-05 -0.000302042 -0.000280758 0.0004765
internal_weight=0 0.0164306 0.0151861 0.0138079 0.0117568 0.0046225 0.00358598 0.00713429 0.00521138 0.00334028 0.00201436 0.00205109
internal_count=3910 3772 3189 2815 2543 964 691 1579 815 424 561 272
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=11
num_cat=0
split_feature=48 4 0 0 48 42 13 16 4 3
split_gain=2.8477e-05 8.14653e-05 4.99836e-05 7.49401e-05 7.80355e-05 9.25153e-05 8.62636e-05 7.05428e-05 6.21344e-05 1.74054e-06
threshold=0.11930500000000001 0.28937500000000005 -0.23029999999999998 -0.14808999999999997 0.086065000000000016 0.084100000000000022 -0.071149999999999977 0.15100500000000003 -0.076854999999999993 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 -5 -3
right_child=-2 9 3 4 -6 6 -8 -9 -10 -11
leaf_value=0.017735025327121762 -0.014724026720948621 0.020968505651041629 -0.027534353832199984 0.028777016936404609 0.019267426862304864 -0.040445580882716325 -0.0036175950871374539 -0.013022188390787495 0.00049032532301054464 0.015492014769466692
leaf_weight=0.0010087870716254414 0.0010834703110970808 0.0010605635045009484 0.0010927612932897209 0.0011031362957552545 0.0013698061847439427 0.0010672658544866711 0.0011995246163689589 0.0016986166851937663 0.0018392142304810299 0.0010023600524587976
leaf_count=76 161 112 171 556 422 980 345 263 548 276
internal_value=0 0.00120427 -0.00219513 -0.00434076 -0.00127886 -0.00535318 -0.0209572 0.00226829 0.0110955 0.0183075
internal_weight=0 0.012442 0.0103791 0.00937033 0.00827756 0.00690776 0.00226679 0.00464097 0.00294235 0.00206292
internal_count=3910 3749 3361 3285 3114 2692 1325 1367 1104 388
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=14
num_cat=0
split_feature=14 484 475 43 43 0 16 42 43 16 4 2 2
split_gain=0.000255274 9.5107e-05 0.000131289 9.49286e-05 0.000163258 0.000128976 0.000171114 9.47045e-05 0.000111085 0.000193555 0.000153245 0.000196984 0.000120197
threshold=0.064610000000000015 -0.0043499999999999988 -0.050754999999999995 -0.069494999999999987 -0.080894999999999981 -0.017269999999999997 -0.083564999999999987 1.0000000180025095e-35 0.12326000000000002 0.050115000000000007 -0.00072999999999999985 0.113945 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 -5 12 -12
right_child=-2 2 3 7 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00050158555568707993 -0.00096586900234700882 0.00074979994896577683 0.00033544142098177311 0.00062317097455694701 0.00090638954585846342 0.00053254634074532264 -0.0006708402916642158 -0.00062703362638883071 0.00054121853264428035 -0.00084025953692685323 -0.00025441011203464317 -0.00080384351702006722 0.0006825177275458931
leaf_weight=0.0011021757601952569 0.0010061343389630986 0.0010913969295093624 0.0012303554225754558 0.0013250345726775691 0.001134693130745601 0.0014564540367974265 0.0013766128369900013 0.0010952999963337196 0.0011809086869766167 0.0011459024686776547 0.0011008212940044168 0.0011907711560522763 0.0010089050365775787
leaf_count=583 138 399 201 382 253 120 467 673 193 149 137 122 93
internal_value=0 5.3459e-05 9.61283e-05 4.22684e-05 0.000248807 6.51801e-05 -0.000195927 -9.11386e-05 -6.71154e-06 -0.000118825 5.9899e-05 -0.000166235 0.000193644
internal_weight=0 0.0154393 0.0143372 0.0132458 0.00519812 0.00406342 0.00260697 0.00804764 0.00695234 0.00577143 0.00462553 0.0033005 0.00210973
internal_count=3910 3772 3189 2790 1041 788 668 1749 1076 883 734 352 230
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=14
num_cat=0
split_feature=14 1 0 147 15 0 48 0 0 15 12 2 3
split_gain=0.000323328 0.000121575 0.000171838 0.000117031 0.000109036 0.000129602 0.000107019 0.00015689 0.000179558 0.000150723 0.000132385 9.61734e-05 0.000267352
threshold=0.073890000000000011 0.077800000000000022 -0.084074999999999997 1.0000000180025095e-35 0.024640000000000006 0.18055000000000002 0.12862000000000004 -0.10575999999999998 -0.076734999999999984 -0.089964999999999976 0.051320000000000005 0.089910000000000004 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -4 7 9 -9 11 -10 -3 -13
right_child=-2 3 4 -5 -6 -7 -8 8 10 -11 -12 12 -14
leaf_value=-0.00083092439726299022 -0.0010778990106678926 -0.000224486528855346 -0.00049579522054674161 0.0007271068780514416 0.00056677614659660699 0.00035160435244247385 -0.00049884237195160286 -0.00071805621574771051 0.00057590483448358696 0.0010809368423976826 -0.00025868117196406248 0.0011358423171062425 -0.00016201628658696866
leaf_weight=0.0012290135794209532 0.0010245306606500295 0.0012008230529495512 0.0018664981910228922 0.0012941004304836143 0.0010035751681024344 0.0011045195881305148 0.001027881969418055 0.0012794155275568679 0.0014759281445841594 0.001025201418962977 0.001447269487520858 0.0011598321845884916 0.0012877402536729532
leaf_count=994 135 88 402 164 569 27 94 500 304 83 380 100 70
internal_value=0 5.74948e-05 -0.000190149 0.000172571 7.98962e-06 -0.000180762 0.000100113 0.000169473 -0.00010543 0.000416673 0.000162703 0.000230014 0.000453001
internal_weight=0 0.0164018 0.00520361 0.0111982 0.00397459 0.00297102 0.00990409 0.00887621 0.00420261 0.0046736 0.0029232 0.0036484 0.00244757
internal_count=3910 3775 1992 1783 998 429 1619 1525 1184 341 684 258 170
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=12
num_cat=0
split_feature=11 43 43 0 2 12 13 52 1 3 4
split_gain=3.08424e-05 7.34888e-05 8.26764e-05 0.000126648 0.000138074 6.01778e-05 5.42769e-05 9.20207e-05 0.000111843 9.53213e-05 9.38233e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.079804999999999987 -0.017269999999999997 1.0000000180025095e-35 0.10058500000000002 -0.17606499999999997 0.10062000000000001 0.10915500000000002 0.090325000000000003 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 8 9 10 -8
right_child=-2 5 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.034303466669241001 -0.014823191842776794 0.018122185221009543 0.035570114267527396 0.030152218130443952 0.01307281711149127 -0.026757022260184973 0.0073568886548112276 0.021546085273243993 -0.037174857646493635 0.02289905576876286 -0.031942111083394412
leaf_weight=0.0011057517501795796 0.001239844871272531 0.0011677075859498169 0.001036762208417176 0.0011953720463808047 0.0012708179110714824 0.0010099905410144551 0.0011302518429271097 0.0010154919215692561 0.0011726715117381615 0.0010259554476270694 0.001207979654904455
leaf_count=241 254 183 492 130 854 242 695 238 122 142 317
internal_value=0 0.00139796 0.0111968 0.00412246 -0.00897005 -0.00444419 -0.00109069 -0.00513132 -0.0111026 -0.00201442 -0.0129458
internal_weight=0 0.0123388 0.0046087 0.00357194 0.00237657 0.00773005 0.00672006 0.00555235 0.00453686 0.00336419 0.00233823
internal_count=3910 3656 1717 1225 1095 1939 1697 1514 1276 1154 1012
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=14
num_cat=0
split_feature=14 1 47 0 2 50 12 2 3 2 4 16 2
split_gain=0.00034967 0.000102758 0.000133892 0.000131612 0.000159494 0.000118335 0.000189522 0.000220344 0.000274903 0.00015015 0.000135433 0.000170991 0.000100397
threshold=0.073890000000000011 0.077800000000000022 0.13206500000000002 0.18055000000000002 0.10325000000000002 0.095565000000000025 0.10297500000000001 1.0000000180025095e-35 0.076695000000000013 -0.0050599999999999994 0.0057500000000000008 -0.094359999999999986 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 12 6 7 9 -9 -3 -10 -12 -1
right_child=-2 2 -4 -5 -6 -7 -8 8 10 -11 11 -13 -14
leaf_value=-0.00044947454416669939 -0.001108650919188802 0.00012956081128325425 -0.00046506027430008595 0.00041222929630681314 -0.00098837436565187334 -0.00039500311012233426 0.0010516288095317548 0.0011703041299010581 -0.00027305958561746536 -0.00086459131359928191 -1.3358326475523836e-05 0.0010337206301992278 0.0002745140125462395
leaf_weight=0.0015336766220756682 0.0010461691994139702 0.0013665171758021292 0.001157387574659747 0.0011655290560774745 0.0010607569728412055 0.0010161260724283515 0.0011572653641169642 0.0013939086405402069 0.0016442326431598125 0.001020115028360866 0.0013378271059072203 0.001086659414262503 0.001416582154969025
leaf_count=1210 135 214 70 28 354 265 139 317 197 413 112 56 400
internal_value=0 6.06342e-05 0.000166386 -0.000167764 -0.000336299 0.000239304 0.000310867 0.000201652 0.000418801 -0.000295368 0.000161343 0.000455944 -0.000101848
internal_weight=0 0.0163566 0.01118 0.00517654 0.00401102 0.0100227 0.00900653 0.00784926 0.00546263 0.00238663 0.00406872 0.00242449 0.00295026
internal_count=3910 3775 1783 1992 1964 1713 1448 1309 682 627 365 168 1610
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=15
num_cat=0
split_feature=14 484 474 42 13 0 1 48 16 2 133 0 13 15
split_gain=0.00025712 0.00016361 0.000169555 0.000106882 0.000124075 0.000157589 0.000161023 0.000143207 0.0002411 0.000251169 9.63201e-05 0.000127208 9.36218e-05 6.63721e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.059400000000000008 0.10138000000000001 -0.48634999999999995 -0.075584999999999986 0.077800000000000022 0.11379500000000002 -0.09601999999999998 0.087995000000000004 0.085355000000000014 -0.053834999999999994 0.11202500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 13 -10 11 -7 -13 -8
right_child=-2 2 -4 -5 5 10 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00062508266853463141 -0.00096121066373972474 -0.00055601340749784792 0.0007277506622969742 -0.00048625268093580092 -0.00068110469649509411 0.00079196524318317395 0.0010523943584923965 -0.00053600422864296629 -0.00089951951793767278 0.00038316252575257168 0.00091394927397116374 -0.00024252297770028134 0.0004427721071147901 0.00035953010676451259
leaf_weight=0.0013150894252865431 0.0010440197838729867 0.0010706900701253153 0.001475591387086239 0.001392675948345491 0.0012908938497286785 0.0012376945882375048 0.001115434984645689 0.0011349710855730498 0.0010550973589042167 0.00132275424791653 0.001078705547676472 0.0017983897722454976 0.001335701369332476 0.0010154783346059057
leaf_count=584 135 76 374 390 1004 161 114 61 307 103 189 251 58 103
internal_value=0 4.02403e-05 9.38396e-05 3.08437e-05 8.43631e-05 0.000139723 -5.63637e-05 8.65335e-05 0.000243242 -0.000185988 0.000389204 0.000259727 4.95392e-05 0.000722213
internal_weight=0 0.0176392 0.0163241 0.0148485 0.0134558 0.0123851 0.00693463 0.00564374 0.00450876 0.00237785 0.00545049 0.00437179 0.00313409 0.00213091
internal_count=3910 3775 3191 2817 2427 2351 1692 688 627 410 659 470 309 217
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=11
num_cat=0
split_feature=1 48 14 48 0 43 3 15 150 0
split_gain=3.93246e-05 7.19031e-05 6.10427e-05 9.75636e-05 0.000263012 7.94772e-05 5.24987e-05 9.75677e-05 0.00011814 4.81377e-05
threshold=0.094485000000000013 -0.026004999999999997 -0.22654999999999997 0.11930500000000001 -0.13027499999999997 -0.079109999999999986 -0.115685 -0.0071449999999999994 0.083205000000000015 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 -1 8 -8 -9
right_child=1 2 3 -5 5 -7 7 9 -10 -11
leaf_value=0.0087415479169768578 -0.01802997456138105 -0.011699834293361978 0.062835361906176695 -0.013008328260182878 -0.012514348753474918 0.020659017060914768 -0.051045443566410442 0.012339292289150131 -0.0037083806507689303 -0.013880724666073896
leaf_weight=0.0017939439950934487 0.00110162271292752 0.0010933084560917645 0.0010532431045084463 0.0010207684587225855 0.0012894881533361418 0.0015035856605356945 0.0010079556132036771 0.0015708339665902818 0.0010190995803000032 0.0011774858900829631
leaf_count=229 132 141 169 125 202 418 916 1260 208 110
internal_value=0 0.00498075 0.00923368 0.013936 0.0210868 0.00534375 -0.0055577 -0.0109294 -0.0272468 0.00110563
internal_weight=0 0.00706202 0.00596039 0.00486709 0.00384632 0.00279307 0.00656932 0.00477538 0.00202706 0.00274832
internal_count=3910 1187 1055 914 789 620 2723 2494 1124 1370
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=11
num_cat=0
split_feature=1 48 48 16 52 52 150 4 2 12
split_gain=3.60891e-05 7.44249e-05 5.41444e-05 0.000114498 7.35314e-05 4.88877e-05 8.34985e-05 0.000112856 0.000116698 5.13862e-05
threshold=0.10498500000000001 -1.0000000180025095e-35 0.11930500000000001 -0.23935499999999996 -0.077699999999999977 -0.088354999999999989 0.083205000000000015 -0.0010999999999999996 0.10113500000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 7 8 9 -7
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.019076445769479609 -0.017856556914586381 0.038743696296626079 -0.0084983905826059129 0.021517565378262618 -0.012845725779346348 0.031990432804257375 0.021620298644132716 -0.028040738910124281 -0.020740628169213106 0.0028386434961613942
leaf_weight=0.0016389921675130596 0.0010151712373267507 0.0013375377793340263 0.0010396967152995055 0.0010911476724368065 0.0012168334812791663 0.0010486386396788008 0.0012650813910724517 0.0015013315690415446 0.0011932104377042358 0.0011954380182997001
leaf_count=646 97 225 120 208 209 92 253 522 153 1385
internal_value=0 0.00573745 0.0108497 0.0163677 0.00340026 -0.00431246 -0.00041187 -0.00605565 0.00354695 0.016461
internal_weight=0 0.00570039 0.00468522 0.00364552 0.00230798 0.00784269 0.0062037 0.00493862 0.00343729 0.00224408
internal_count=3910 859 762 642 417 3051 2405 2152 1630 1477
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=11
num_cat=0
split_feature=41 52 52 4 157 4 42 2 3 15
split_gain=3.2425e-05 3.87264e-05 8.19886e-05 0.000121711 0.000103835 0.000108352 0.000111041 0.000108939 0.000180444 0.000254621
threshold=0.075585000000000013 0.17829500000000004 0.10433000000000002 -0.34687499999999999 -0.062769999999999979 -0.060264999999999992 0.091590000000000019 0.11230000000000001 0.096385000000000012 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.029788806787735125 -0.016596504293564435 -0.015894450369207728 0.027587396943700781 0.030905123535983434 0.026510225276287425 0.015720902203719606 0.022154804772298458 -0.039492552062295995 0.029605911949370761 -0.040361378336301532
leaf_weight=0.0011512186171983027 0.0010523451109452292 0.0011398570671694421 0.0011742743020589303 0.0012006295458074677 0.0012378692371656091 0.0013685561363932543 0.0011749359050441856 0.0010468696203153119 0.0011202070394081901 0.0018035400102881906
leaf_count=228 221 443 256 417 1003 267 274 239 80 482
internal_value=0 0.00132706 0.00306761 0.000217899 0.00407647 -7.87615e-05 -0.00513144 -0.011136 -0.00422004 -0.0161655
internal_weight=0 0.012418 0.0112781 0.0101038 0.00895261 0.00775198 0.00651411 0.00533917 0.0042923 0.0031721
internal_count=3910 3689 3246 2990 2762 2345 1342 1068 829 749
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=10
num_cat=0
split_feature=1 2 48 12 3 0 52 16 160
split_gain=3.27019e-05 5.65106e-05 5.05785e-05 7.53015e-05 0.000161971 5.92961e-05 5.01332e-05 8.72688e-05 7.37669e-05
threshold=0.094485000000000013 0.10796500000000002 -1.0000000180025095e-35 0.090840000000000018 0.084925000000000014 -0.18087499999999998 0.084240000000000023 -0.095109999999999986 -0.0098349999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -6 7 -1 -9
right_child=2 -3 3 -5 5 -7 -8 8 -10
leaf_value=0.020561079461256557 -0.013619106104708801 0.014849536481111879 0.041014344714462171 -0.0080468712009095136 -0.017114455934374221 0.013132230991477574 -0.023644824445031461 0.0078689716822744303 -0.024477018264236722
leaf_weight=0.0010423130881330699 0.0011777802736085419 0.001099857913819449 0.0014651841932389852 0.001798435779448472 0.0010175228417644566 0.0014550260602993921 0.0015493228654648158 0.0010556837134096321 0.0017006780602760031
leaf_count=245 134 300 365 412 74 202 912 455 811
internal_value=0 -0.00499242 0.00452344 0.00824857 0.015691 0.000684876 -0.00907307 -0.00312985 -0.0120885
internal_weight=0 0.00644786 0.00691395 0.00573617 0.00393773 0.00247255 0.005348 0.00379867 0.00275636
internal_count=3910 2723 1187 1053 641 276 2423 1511 1266
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=14
num_cat=0
split_feature=14 484 42 3 160 49 2 1 4 0 0 0 16
split_gain=0.000287997 0.000107846 0.000109886 9.33807e-05 0.000119095 0.000111058 0.000108365 0.000229979 0.000146382 0.000175141 0.000189809 0.000212998 5.80212e-05
threshold=0.073890000000000011 -0.0043499999999999988 0.10138000000000001 -0.15464999999999998 0.091575000000000017 -0.085174999999999987 0.10393500000000001 0.10498500000000001 0.15045000000000003 -0.13027499999999997 -0.072864999999999985 -0.032484999999999993 -0.15595499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 9 -7 -11 -12 -9
right_child=-2 2 -4 4 -6 6 7 12 -10 10 11 -13 -14
leaf_value=-0.00052523462976017757 -0.0010295706712729754 0.00067652599716813634 -0.00045947405118935481 -0.0003423497191922583 -0.00048509675657673916 0.00094829247438137803 -0.00082571461106917461 -2.1180942882361516e-05 0.0010359501838981147 -0.00045540636785458604 0.00097331776100746214 -0.00010293514193440867 0.0006284281177797149
leaf_weight=0.0011603967688041924 0.0010084413596916841 0.0011678787226165844 0.0012571906712120712 0.0014733825133528061 0.0012204570100953086 0.001103912366453917 0.0010286976959813158 0.0010539566784280403 0.0010832638681950195 0.0016383040623953035 0.0012863734716019315 0.0015696336109167937 0.0010605374208603386
leaf_count=584 135 163 412 145 205 75 198 129 128 1346 132 120 138
internal_value=0 5.05889e-05 9.53027e-05 0.000146263 9.67934e-05 0.000159651 0.000234935 -6.5304e-05 0.000376177 0.000248511 7.6627e-05 0.00038182 0.000304634
internal_weight=0 0.016104 0.0149436 0.0136864 0.0125185 0.0112981 0.00982468 0.00314319 0.00668149 0.00559822 0.00449431 0.00285601 0.00211449
internal_count=3910 3775 3191 2779 2616 2411 2266 465 1801 1673 1598 252 267
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=14
num_cat=0
split_feature=14 47 123 484 52 4 2 4 0 0 2 15 16
split_gain=0.000271791 0.000103575 0.000152747 0.000159832 0.000152982 0.000198186 0.000172976 0.000139205 0.000111106 0.000296234 0.000273436 8.40923e-05 0.000113049
threshold=0.073890000000000011 0.13206500000000002 1.0000000180025095e-35 -0.0043499999999999988 0.092885000000000009 -0.23071499999999998 0.11085000000000002 -0.054534999999999993 -0.10575999999999998 -0.074249999999999997 0.086245000000000002 -0.14487999999999998 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -7 10 -10 -9 -12 -13
right_child=-2 -3 -4 4 6 7 -8 8 9 -11 11 12 -14
leaf_value=-0.00071686922085071833 -0.00097642596425069248 -0.00048584114510837403 0.00070237936883785603 -0.00058001979418685168 -0.00074312587944554717 0.00086352649014579666 0.0002467686326112825 0.0012582933783514363 -0.00073149977711401077 0.00047685726956551668 0.00057653490673165489 -0.00051112202821615644 0.00036982718561961639
leaf_weight=0.0010194552112108629 0.0010584555022714317 0.0012861290466388 0.0014353228924337243 0.0011063318971719681 0.0015801813610158725 0.0014167917075414548 0.0011896257176822467 0.0010671073247766746 0.0014654441908754693 0.0016676754562965752 0.0010419913904512468 0.0011922718728779036 0.0010561539811591025
leaf_count=557 135 81 314 178 527 804 131 65 537 292 69 127 93
internal_value=0 4.85007e-05 9.35996e-05 3.0295e-05 8.98793e-05 0.00020269 -0.000317968 0.000299905 0.000193301 -8.83238e-05 0.000395793 0.000116077 -9.73134e-05
internal_weight=0 0.0165245 0.0152384 0.013803 0.0127836 0.0100138 0.00276981 0.00890744 0.00749064 0.00313312 0.00435752 0.00329042 0.00224843
internal_count=3910 3775 3694 3380 2823 2165 658 1987 1183 829 354 289 220
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=11
num_cat=0
split_feature=147 11 3 16 124 160 1 16 3 42
split_gain=3.6742e-05 7.07212e-05 6.05154e-05 7.33241e-05 6.75052e-05 7.75083e-05 0.00013926 0.000183811 5.11345e-05 2.79132e-05
threshold=0.088565000000000019 0.081005000000000008 -0.100615 -0.30307999999999996 -0.061329999999999989 -0.080734999999999987 0.094695000000000015 0.032820000000000009 0.086245000000000016 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -5 -6 8 -8 -7 -1
right_child=-2 -3 3 4 5 6 7 -9 -10 -11
leaf_value=0.024282998458527737 0.017895546622176871 -0.026476001246169011 -0.024497698559255175 0.023438646828395304 -0.027041105714761277 -0.026849349447960823 0.041252491951031978 -0.011993749642113534 -0.0014165672846497305 0.0025218416820487308
leaf_weight=0.0013049755325487142 0.0010102879540103008 0.0010052286751051362 0.0013003576118593707 0.001076785001909112 0.0010817449662705097 0.0013330922482366449 0.001463551058731586 0.0010852119270044341 0.0017670333483842948 0.0010012599868987615
leaf_count=205 168 225 334 215 587 1569 218 190 95 104
internal_value=0 -0.00154648 0.000649058 -0.00294313 0.000646871 -0.00299942 0.00160449 0.0185813 -0.012353 0.0148353
internal_weight=0 0.0124192 0.011414 0.00910778 0.00780742 0.00673063 0.00564889 0.00254876 0.00310013 0.00230624
internal_count=3910 3742 3517 3208 2874 2659 2072 408 1664 309
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=11
num_cat=0
split_feature=4 151 52 133 52 16 48 3 1 15
split_gain=3.71832e-05 4.71987e-05 5.96487e-05 7.92961e-05 8.09704e-05 0.000101888 0.000120176 9.6582e-05 8.38416e-05 4.0431e-05
threshold=0.27608500000000008 -0.086249999999999979 0.11401500000000002 -0.0023199999999999996 0.071660000000000015 -0.25582999999999995 0.088875000000000023 -0.075679999999999983 0.094485000000000013 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 -2
right_child=9 2 -4 4 -6 6 -8 8 -10 -11
leaf_value=0.017503483674062986 -0.00090018817553637678 -0.026127400520329996 -0.024263804255623862 0.021158737770680801 0.020047815018962307 -0.044980126035930705 0.015628302046801202 -0.029907072064094261 0.0082753184158887369 0.024709191956401928
leaf_weight=0.0010291030504358803 0.0012717951381467497 0.0011073655946990573 0.0012848919986295374 0.0012393501387140916 0.0018097702415869679 0.001044538553142643 0.0012240546169404332 0.0010030736952548712 0.001231248275186351 0.0011094250621440228
leaf_count=302 209 885 547 83 281 800 239 209 123 232
internal_value=0 -0.0024837 -0.00455211 -0.00162727 0.00196522 -0.00373381 -0.0105851 -0.0203709 -0.00886624 0.0110314
internal_weight=0 0.0109734 0.00994429 0.0086594 0.00755204 0.00574227 0.00450292 0.00327886 0.00223432 0.00238122
internal_count=3910 3469 3167 2620 1735 1454 1371 1132 332 441
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=11
num_cat=0
split_feature=4 151 0 48 42 133 15 0 0 16
split_gain=3.02666e-05 3.84211e-05 5.80236e-05 0.000126191 8.19056e-05 9.21419e-05 5.77118e-05 4.43276e-05 5.6754e-05 3.33721e-05
threshold=0.27608500000000008 -0.086249999999999979 -0.15007499999999999 0.086065000000000016 0.084100000000000022 0.083815000000000014 -1.0000000180025095e-35 -0.017269999999999997 -0.10131499999999999 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 8 -4 -2
right_child=9 2 3 -5 6 -7 -8 -9 -10 -11
leaf_value=0.015493805826275978 -0.00092721076501494845 -0.019726760574894316 0.00085158686155377959 0.024613108373066614 -0.038499095941161653 0.025482548204848552 -0.0071330423466833496 0.0089272071727185247 -0.0299186722277268 0.021908483695694689
leaf_weight=0.0010259871141134217 0.0012627594933803362 0.0017864266298489211 0.0011040226670638253 0.0014963417443101734 0.0010021150594993825 0.0010896813107043775 0.0011801328412109771 0.0011133001983859581 0.001111100403832541 0.0011117550510605506
leaf_count=302 152 202 121 441 518 283 736 177 689 289
internal_value=0 -0.00220997 -0.00404783 -0.000588487 -0.00630185 0.00122316 -0.0215367 -0.00671904 -0.0145827 0.00976453
internal_weight=0 0.0109091 0.00988312 0.00809669 0.00660035 0.0044181 0.00218225 0.00332842 0.00221512 0.00237451
internal_count=3910 3469 3167 2965 2524 1270 1254 987 810 441
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=10
num_cat=0
split_feature=1 0 133 159 131 12 15 4 3
split_gain=3.01823e-05 5.18462e-05 5.67488e-05 4.45716e-05 6.6453e-05 9.44019e-05 0.000100629 0.000135287 5.36887e-05
threshold=0.076710000000000014 -0.070894999999999986 1.0000000180025095e-35 0.073745000000000019 0.07635500000000002 -0.036459999999999992 -0.11739999999999999 0.0057500000000000008 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -8 -9
right_child=3 2 -4 -5 -6 6 7 8 -10
leaf_value=-0.023336300106463641 -0.029522532668594337 0.011481908361563141 -0.017550914608412269 0.021117885294750446 0.023105163629637861 -0.019372924150721844 -0.0097596886172648546 0.041899632465650601 0.012234292635273548
leaf_weight=0.0012907772254147146 0.0010915866759100418 0.0017079088789112391 0.0010418583703985847 0.0011472246493819159 0.0010784527606552312 0.001569165299392117 0.0019159413113811379 0.001043841354009826 0.0013380450468587924
leaf_count=1642 224 160 206 380 367 148 613 86 84
internal_value=0 -0.00712713 0.000481672 0.00304071 0.000460334 -0.0030492 0.00187631 0.00963454 0.0252349
internal_weight=0 0.00404054 0.00274977 0.00918426 0.00803703 0.00695858 0.00586699 0.00429783 0.00238189
internal_count=3910 2008 366 1902 1522 1155 931 783 170
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=13
num_cat=0
split_feature=14 484 474 52 376 2 3 13 4 2 3 3
split_gain=0.00020498 0.00013457 0.000133666 8.86852e-05 0.000133839 0.00012894 0.000108014 0.000125708 0.000110141 0.000151908 8.31047e-05 8.26637e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 -0.081429999999999989 0.048375000000000008 0.091985000000000011 -0.077689999999999995 -0.083924999999999986 0.0051950000000000008 0.11203000000000002 0.088060000000000013 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 -5 -8 10 -10 -9
right_child=-2 2 -4 4 -6 -7 8 11 9 -11 -12 -13
leaf_value=-0.0005970354546432331 -0.00085652083572050164 -5.4211035589904975e-06 0.00067260490674624714 0.00057130115703990395 0.00060730473968260339 0.00078532966813721101 -0.00071494826339742982 0.0002007170068705159 -0.0001955612618988975 -0.00059578358795882628 0.00057093405911786766 -0.00054774691707418959
leaf_weight=0.001172797548266785 0.001038076023120677 0.0019687098019278435 0.0013864455810052275 0.001467231984005446 0.0010470898058093309 0.0013273349780114699 0.0017450351760602586 0.0011607896665984968 0.0010197562504616988 0.0015084435636393062 0.0011652696533914 0.0011096647394658111
leaf_count=583 138 268 374 344 98 342 427 85 178 172 79 822
internal_value=0 4.24734e-05 9.27905e-05 3.33288e-05 -5.68447e-05 0.000313018 -0.00013263 0.000123982 -0.000308991 -0.00011719 0.000213209 -0.000165088
internal_weight=0 0.0160786 0.0149058 0.0135193 0.0102233 0.00329604 0.00917619 0.00373769 0.0054385 0.00369347 0.00218503 0.00227045
internal_count=3910 3772 3189 2815 2205 610 2107 1251 856 429 257 907
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=10
num_cat=0
split_feature=147 11 43 48 43 15 0 12 48
split_gain=2.91773e-05 6.41437e-05 5.14314e-05 6.85524e-05 6.65953e-05 0.000114729 5.31547e-05 0.000101519 5.11908e-05
threshold=0.088410000000000016 0.079700000000000007 -0.069494999999999987 0.081315000000000012 0.0050750000000000005 -0.074174999999999977 -0.017269999999999997 0.090385000000000007 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 8 7 -1 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.026512105756753921 0.015396684232574983 -0.023077932442101139 -0.0075855297834318443 0.030232010027170839 0.010217095241775271 -0.027657346993710839 0.020329813118799285 0.013109511948922696 0.018832142364198765
leaf_weight=0.0010894062867253854 0.0010016723295291291 0.0010964480314922054 0.0018158657974839624 0.0010175611928467487 0.0019868771566946943 0.0019848831435692882 0.0010066224599130655 0.0012142699989068743 0.0010156235240585494
leaf_count=692 174 246 279 296 607 939 98 442 137
internal_value=0 -0.00133181 0.000810249 0.00884118 -0.0042986 -0.0102867 0.0022658 -0.00562751 0.00189019
internal_weight=0 0.0122276 0.0111311 0.00432786 0.00680325 0.00481637 0.0033103 0.00230368 0.00283149
internal_count=3910 3736 3490 1528 1962 1355 1232 1134 416
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=15
num_cat=0
split_feature=14 158 159 48 50 0 1 42 16 1 12 12 3 0
split_gain=0.000175061 9.63978e-05 0.000143354 0.000117905 0.000162807 0.000179958 0.000137297 0.0001929 0.000134098 0.000130163 0.000148302 0.000146646 4.71029e-05 2.42907e-05
threshold=0.064610000000000015 0.085745000000000002 0.073745000000000019 0.12649500000000002 0.086465000000000014 -0.13027499999999997 0.12958500000000003 -1.0000000180025095e-35 -0.094359999999999986 0.096230000000000024 0.095295000000000019 0.088285000000000016 0.092005000000000017 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 12 10 11 13 -1 -9
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.000507259679601379 -0.00079027286781067701 -0.00051206548459532581 0.00060252725074986407 -0.00063342840582570584 -0.00068283385410656682 -0.00086595033532667538 0.00056517620420112262 0.00034061844539942139 0.0010362487524871338 -0.00048885443257428601 -0.00040122542119133534 0.0010278669649091911 -8.5077324060977419e-05 -7.8093334812894463e-05
leaf_weight=0.0010499228872945052 0.0010310156699207184 0.0011228135111578533 0.0018029849902404622 0.0010014826862910853 0.0010260728750340837 0.0011471062336269131 0.0012907134157534523 0.0010059731255044099 0.0012186767035362337 0.0014775959578998098 0.0012006226908235921 0.0010022661958331049 0.0010152283274180753 0.0011322172847357218
leaf_count=66 138 381 379 120 613 637 135 399 110 267 186 275 98 106
internal_value=0 4.25603e-05 8.30747e-05 1.40466e-05 6.56473e-05 0.000132196 -2.2222e-05 -0.000131063 0.000520448 1.38143e-05 0.00018491 0.000408995 0.000216067 0.000118902
internal_weight=0 0.0164937 0.0153709 0.0135679 0.0125664 0.0115403 0.00825649 0.00696578 0.00328383 0.00581868 0.00434108 0.00314046 0.00206515 0.00213819
internal_count=3910 3772 3391 3012 2892 2279 2005 1870 274 1233 966 780 164 505
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=10
num_cat=0
split_feature=4 15 3 13 3 47 4 3 15
split_gain=3.09612e-05 3.57504e-05 4.86696e-05 9.29163e-05 5.66335e-05 7.48632e-05 7.87402e-05 0.00011324 2.95809e-05
threshold=0.27020000000000005 -0.10981499999999998 0.11476000000000001 -0.086849999999999997 0.076695000000000013 0.092255000000000018 -0.0021099999999999995 -0.084129999999999996 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -2
right_child=8 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.020054816089882105 -0.00098826638931791494 -0.028739879583881883 0.014162943694389502 -0.0088555819929991546 -0.015153753559497494 0.029408835899836949 -0.022645805684320508 0.032686657389277236 0.020478538355700918
leaf_weight=0.0010397839229614675 0.0012782500472301702 0.0012687459547511704 0.0018254636612616074 0.0015322538332123411 0.0016554837849252352 0.001085472118471216 0.0011192615909817434 0.0011476462787573354 0.0012894497111192223
leaf_count=283 211 506 140 918 171 181 401 838 261
internal_value=0 -0.00243857 -0.000537334 -0.00397379 0.000830691 0.00624809 -0.000369255 0.00893456 0.00979195
internal_weight=0 0.0106741 0.00963433 0.00780886 0.00654012 0.00488463 0.00379916 0.0026799 0.0025677
internal_count=3910 3438 3155 3015 2509 2338 2157 1756 472
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=13
num_cat=0
split_feature=14 147 484 42 150 3 0 3 13 2 3 1
split_gain=0.000187798 0.000108602 0.000164298 0.000109374 0.000122149 0.000195696 0.000242739 0.000150905 0.000126112 0.000114215 6.64213e-05 8.15946e-05
threshold=0.05884000000000001 1.0000000180025095e-35 -0.0043499999999999988 0.10269500000000001 0.090480000000000019 0.092005000000000017 -0.13027499999999997 0.11476000000000001 0.10924000000000002 0.11500500000000001 -0.08348499999999999 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 10 -9 -8 -12
right_child=-2 -3 3 -5 -6 7 8 9 -10 -11 11 -13
leaf_value=-0.00076406687904054477 -0.0008236272615175786 0.00058577496333486214 0.0010531706970918653 -0.0005490652970603048 -0.00044277636048984943 -0.00083534271590165348 0.00029328293807666058 0.00038645249720484725 0.00068044019566703025 -0.00044574608095317956 -0.00054913993103866817 0.00015887287494260741
leaf_weight=0.0010073808042870705 0.0010088396458643239 0.0013271974492705804 0.0015433411546030128 0.0010550056322613738 0.0013731121810229259 0.0010157460988889921 0.0018508687870396915 0.0015866254417910217 0.0014433102363272162 0.0010561009036260619 0.0012568196678766927 0.0012464417743693168
leaf_count=555 141 216 153 372 215 85 769 82 159 113 808 242
internal_value=0 4.90144e-05 -3.3782e-07 5.69605e-05 0.000108637 0.000177474 0.00036211 -0.000193002 0.000178142 5.38847e-05 1.16405e-05 -0.000196601
internal_weight=0 0.015762 0.0144348 0.0134274 0.0123724 0.0109993 0.00734078 0.00365847 0.00579744 0.00264273 0.00435413 0.00250326
internal_count=3910 3769 3553 2998 2626 2411 2131 280 1978 195 1819 1050
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=14
num_cat=0
split_feature=14 1 47 48 1 16 0 47 47 15 16 52 16
split_gain=0.000190282 0.000102391 0.000171321 0.000194567 0.000152026 0.000144646 0.000116309 0.000108495 0.000115241 9.74961e-05 0.000171148 8.88982e-05 0.000134629
threshold=0.064610000000000015 1.0000000180025095e-35 0.086425000000000016 0.085875000000000021 0.10004000000000002 0.050115000000000007 -0.084074999999999997 0.10783500000000001 0.13206500000000002 0.024640000000000006 0.20277000000000003 -0.048794999999999991 -0.13863999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 11 -1 -4 -9 10 -8 -3 -13
right_child=-2 2 7 4 -6 -7 9 8 -10 -11 -12 12 -14
leaf_value=-0.00073030353193460267 -0.00081907901889921792 0.0012149980936904817 -0.00063151038968214403 -0.00061149554302850702 0.00037055204988575732 -6.407808035638312e-05 -0.00065872508309711847 0.00049322060229043448 -0.00037812599394675811 0.00049390160495807738 0.00026680967053926914 0.0008960319646772846 4.3378098800422613e-05
leaf_weight=0.0011567099769999676 0.0010422725635559618 0.0010181038518088329 0.0013769315140585037 0.0012575785848070176 0.0011698151624595227 0.0011896723138877796 0.001555853254132997 0.0011804755286235662 0.0011540587033184169 0.0010355076105377919 0.00151723670122256 0.0017172268875938453 0.0012161849592067803
leaf_count=990 138 122 161 83 159 308 225 145 70 567 201 296 445
internal_value=0 4.47022e-05 0.000150087 0.000319304 -0.000138225 0.000535325 -0.000181068 -0.000194988 6.24772e-05 -2.6439e-05 -0.000201773 0.000715786 0.000542524
internal_weight=0 0.0165454 0.01128 0.00756858 0.00242739 0.00514119 0.00526531 0.00371147 0.00233453 0.0041086 0.00307309 0.00395152 0.00293341
internal_count=3910 3772 1789 1413 242 1171 1983 376 215 993 426 863 741
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=15
num_cat=0
split_feature=14 50 159 15 47 3 0 0 52 42 43 13 13 0
split_gain=0.000150417 0.000124908 0.000236029 0.000138795 0.000116551 0.00020165 0.000171851 0.000178593 0.000185029 9.98366e-05 0.000197673 0.00015336 0.000133796 7.72682e-05
threshold=0.064610000000000015 0.10625000000000001 -0.026594999999999997 -0.26361999999999991 0.080075000000000021 -0.074234999999999982 -0.10783 -0.15007499999999999 -0.010284999999999997 -1.0000000180025095e-35 -0.053009999999999995 -0.11267999999999999 -0.032264999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -5 -8 12 -12 -11 -7
right_child=-2 -3 3 4 5 13 9 -9 -10 10 11 -13 -14 -15
leaf_value=0.00090523903644286387 -0.00073825147815097161 -0.00061724731453463545 0.00071612800871186989 -0.0004221582235717592 0.00026832473716242346 -0.0011008209653392345 -0.00068554473753183482 0.00093961122850110088 0.00069685344253113391 -9.6417742508216111e-07 6.8731339765548856e-05 -0.00086409825509954326 0.00093343206652249172 -0.00036341872889779787
leaf_weight=0.0012385431664568127 0.0010124540462857828 0.0010421255883337885 0.0010050109581460969 0.0013145467322690507 0.0012858239418682528 0.0010298308628356595 0.001042624369154567 0.0014468209623958016 0.001000485372486537 0.001421321147433382 0.0013966356406923538 0.0013161143960724465 0.0010063038649858538 0.0011636344762434754
leaf_count=328 138 410 249 59 231 77 719 237 79 452 76 656 107 92
internal_value=0 4.00802e-05 8.38018e-05 1.32928e-05 -3.93256e-05 -0.000348211 6.87406e-05 0.00039919 6.14441e-05 -0.000132311 -2.00985e-05 -0.000383839 0.000386364 -0.000709629
internal_weight=0 0.0167098 0.0156677 0.0144292 0.0134241 0.00347929 0.00994485 0.00376185 0.00231503 0.006183 0.00514038 0.00271275 0.00242763 0.00219347
internal_count=3910 3772 3362 3034 2785 400 2385 375 138 2010 1291 732 559 169
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=10
num_cat=0
split_feature=1 47 15 16 48 16 47 16 0
split_gain=3.10194e-05 5.06731e-05 7.07943e-05 8.7046e-05 9.08791e-05 7.26013e-05 6.84025e-05 4.11873e-05 6.77304e-05
threshold=0.076710000000000014 0.086425000000000016 0.024640000000000006 -0.0083999999999999995 0.085875000000000021 -0.09601999999999998 0.10783500000000001 0.0015250000000000001 0.13167000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -3 -1 -9
right_child=1 6 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.018651371648880984 0.033912214474400099 -0.027772054127062726 -0.012744936899547343 0.032066226514215375 -0.015080862953731252 -0.001993786515103083 0.0037520824933171232 -0.017190928624343318 0.016141391141059357
leaf_weight=0.0017330847922539805 0.0011505240818522103 0.0010451434881679023 0.0012801838440714766 0.0015927849492607224 0.0013899654729990748 0.001022124481695817 0.0018027210559117283 0.0010599813702500084 0.0013101853136484216
leaf_count=1524 282 164 536 407 163 132 218 426 58
internal_value=0 0.00307148 0.00788985 0.0130139 0.00449587 0.0170202 -0.00781702 -0.00716463 0.00123458
internal_weight=0 0.00928345 0.00643558 0.0051554 0.00356261 0.00217265 0.00284786 0.00410325 0.00237017
internal_count=3910 1902 1520 984 577 414 382 2008 484
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=11
num_cat=0
split_feature=49 15 42 12 15 16 16 12 4 52
split_gain=3.28471e-05 0.00011263 7.74332e-05 7.4807e-05 7.11165e-05 0.000109591 9.65403e-05 7.99082e-05 0.000147415 4.03918e-05
threshold=-0.029304999999999998 -0.091024999999999981 0.091955000000000023 0.085185000000000025 -0.038029999999999987 -0.055679999999999993 -0.45301499999999995 0.051320000000000005 -0.045299999999999993 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 6 -2 8 -6 -9
right_child=2 3 -4 -5 7 -7 -8 9 -10 -11
leaf_value=0.034904316638207603 -0.018997693040443988 -0.018759966110217234 -0.023801187024382352 0.016727299885209043 0.00026207248386335712 -0.033216953320951433 0.020715369780004315 -0.017531315587091569 0.05081729507698364 0.0097025906184257573
leaf_weight=0.0010918593749038863 0.0011122266393928729 0.0014045663086437836 0.0015177141692754208 0.001029340284925199 0.0013432870619074179 0.0012766467993929748 0.0013613792562841513 0.0011459904970604956 0.0010107961391743678 0.0010377524559630584
leaf_count=114 173 282 756 163 163 479 390 735 70 585
internal_value=0 0.00821923 -0.00303513 -0.0037518 0.000767554 -0.00942192 0.00285888 0.00918857 0.0219695 -0.00458929
internal_weight=0 0.00352577 0.00980579 0.00243391 0.00828808 0.00375025 0.00247361 0.00453783 0.00235408 0.00218374
internal_count=3910 559 3351 445 2595 1042 563 1553 233 1320
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=10
num_cat=0
split_feature=42 51 43 42 1 16 51 4 4
split_gain=3.10855e-05 6.08691e-05 5.68171e-05 0.000117449 6.31264e-05 7.6796e-05 9.80396e-05 6.93062e-05 3.45349e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.044024999999999988 0.086825000000000013 0.094695000000000015 -0.52908499999999992 0.022335000000000004 -0.0010999999999999996 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 8 -4
right_child=1 2 4 -5 5 6 -8 -9 -10
leaf_value=-0.01220868584622564 -0.016423625844745573 0.044185914910840174 -0.012561924193199467 0.0018161686220981848 -0.01283529675993628 0.036926564326835089 -0.0021904248144202039 -0.03089525640885156 0.012460487975933288
leaf_weight=0.0018145828879483497 0.001567812335538884 0.0010052521995801199 0.0010984925135242962 0.0018736584949008313 0.0011313795884682065 0.001355047652399635 0.0012154311097794732 0.0010820180283511662 0.001107825518309578
leaf_count=1060 521 410 55 640 97 237 143 205 542
internal_value=0 0.00187994 0.00478765 0.0166108 -8.16868e-05 0.00887483 0.0184304 -0.0101645 2.20588e-06
internal_weight=0 0.0114369 0.00986911 0.00287891 0.00699019 0.00370186 0.00257048 0.00328834 0.00220632
internal_count=3910 2850 2329 1050 1279 477 380 802 597
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=12
num_cat=0
split_feature=14 484 474 42 47 3 376 2 2 151 15
split_gain=0.0001831 0.000140441 0.000164328 0.000106789 0.000125727 0.000127186 9.4004e-05 0.000122661 0.000145289 0.000134579 0.000103295
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.10269500000000001 0.10783500000000001 -0.12008499999999998 0.048375000000000008 0.11203000000000002 0.097940000000000013 -0.0074049999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -7 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00061453153211979568 -0.00081415805605263469 0.00044822480060805755 0.00074761363572890696 -0.00054532701624014472 0.00053586215419380108 0.00027028411859659053 0.00044607614390714472 -0.00063569218309656047 0.00045249794839002477 -0.00092294714169172381 -0.00014589963471261348
leaf_weight=0.0011581849222262698 0.0010195921582127681 0.001937253973928855 0.0013462207203030286 0.001139005605588877 0.0019721938541621209 0.0013016282964611846 0.0010278028342359897 0.0017762000827523921 0.0016108679128268508 0.0012070015974422613 0.0014452981819219675
leaf_count=583 141 216 374 370 154 138 136 273 239 359 927
internal_value=0 4.29572e-05 9.45367e-05 2.90102e-05 8.22893e-05 -4.50766e-06 -0.000109309 -0.000187067 -4.38728e-05 -0.000246099 -0.000499516
internal_weight=0 0.0159217 0.0147635 0.0134173 0.0122782 0.0103061 0.0083688 0.007341 0.0055648 0.00395393 0.0026523
internal_count=3910 3769 3186 2812 2442 2288 2072 1936 1663 1424 1286
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=11
num_cat=0
split_feature=52 160 15 0 160 49 2 0 15 16
split_gain=3.18822e-05 8.07558e-05 0.000131056 7.05496e-05 6.56235e-05 5.70649e-05 8.08788e-05 0.000168996 0.000147987 3.7413e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -0.14293499999999998 -1.0000000180025095e-35 0.089635000000000006 0.11005500000000001 0.076335000000000014 -0.10192499999999999 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 8 -6 -10
right_child=4 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=0.028877513352424989 -0.021501816913248092 -0.0062624160015890447 -0.028046368910838962 0.02963302723191041 -0.028982651843730684 0.021087271499214817 0.017693395177801156 -0.042984169792534714 0.030519559940426263 0.0045386152679661954
leaf_weight=0.0012085176762783533 0.0016591008199543086 0.001010709073118371 0.0011852840996768453 0.0011948215594799914 0.0010749741996195637 0.0011401320980390095 0.0013906645593720728 0.0011485190991395444 0.0010018442586230507 0.0012406160749181773
leaf_count=244 924 92 428 426 132 228 228 53 145 1010
internal_value=0 0.00668201 -0.00122868 0.0131835 -0.00362102 0.000618949 -0.0033657 -0.00992335 0.00152254 0.0161459
internal_weight=0 0.00459933 0.00339081 0.00220553 0.00865585 0.00699675 0.00585662 0.00446595 0.00331743 0.00224246
internal_count=3910 1190 946 518 2720 1796 1568 1340 1287 1155
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=13
num_cat=0
split_feature=14 157 14 457 0 0 2 49 2 15 43 2
split_gain=0.000179463 9.76688e-05 0.000141119 0.000120096 0.000166922 0.000160559 0.000143866 0.000125363 0.000173022 9.90338e-05 0.000146192 8.60435e-05
threshold=0.05884000000000001 -0.077534999999999979 -0.22654999999999997 -0.0034949999999999994 -0.10575999999999998 -0.06402999999999999 0.08400500000000001 -0.047309999999999998 0.099990000000000009 -0.03231499999999999 -0.083254999999999982 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5 -9 -7 -11 -12
right_child=-2 2 3 4 5 9 -8 8 -10 10 11 -13
leaf_value=0.00051740885851852202 -0.00080217380399928446 -0.00064942761485644641 -0.00057851499079860291 0.00089567068288209212 -0.00091827192226260322 0.00065647645132510849 -1.7370859514167648e-05 -0.00034887741246547295 0.00063478587369525353 0.00044802350959278141 7.0633178189190521e-05 -0.0007000380496186029
leaf_weight=0.0015377650723053101 0.0010161910311974115 0.0011889770679776633 0.0010528441573551062 0.0014404328383299317 0.0012851862707507101 0.0011456037888010655 0.0014508343851066953 0.0012728811185081321 0.001494898879049667 0.0016201550799932185 0.0010824515675388561 0.0011473560258055127
leaf_count=443 141 132 217 140 716 242 1245 115 177 87 101 154
internal_value=0 4.80469e-05 -2.84771e-06 5.63218e-05 0.000112301 -5.87407e-05 -0.00044055 0.00042655 0.000182407 0.000150372 -2.25539e-07 -0.000325919
internal_weight=0 0.0157194 0.0141816 0.0129926 0.0119398 0.00773159 0.00273602 0.00420821 0.00276778 0.00499557 0.00384996 0.00222981
internal_count=3910 3769 3326 3194 2977 2545 1961 432 292 584 342 255
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=13
num_cat=0
split_feature=14 157 14 15 15 150 133 12 13 4 13 42
split_gain=0.000187223 9.92587e-05 0.000110724 0.000119775 7.62219e-05 9.65828e-05 0.000122106 0.00010885 0.000176943 0.000176835 0.000136225 6.41267e-05
threshold=0.064610000000000015 -0.072409999999999988 -0.22654999999999997 -0.14487999999999998 -0.095799999999999982 0.09833500000000002 0.099765000000000006 0.098845000000000016 0.11596500000000001 -0.0021099999999999995 -0.00059999999999999995 0.060615000000000009
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 10 11 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.00050256060633431423 -0.00082281293517557882 -0.00058182443158798051 0.00064159751431453697 -0.00037419636793839279 0.00086629430336906065 0.0005283788884407393 -0.00066617464290250766 -0.00052165776317587289 0.00074505777675482054 -0.00062501148681634458 -0.000257650952195353 0.00019235897862438493
leaf_weight=0.0016528287550195758 0.0010101998963421002 0.0011742024208192545 0.0011835726974011975 0.0018845884496356173 0.0010437276170410159 0.001425051851604746 0.0010018457251781384 0.0010559276683241459 0.0015107474024227407 0.0013564710124739001 0.0014654539470437215 0.0011310948009471602
leaf_count=496 138 117 332 273 404 172 490 240 72 308 271 597
internal_value=0 4.77371e-05 -5.08114e-06 4.67789e-05 -1.25067e-05 5.5723e-05 -2.29155e-05 6.22902e-05 0.000157044 -2.07403e-05 0.000204428 0.00051579
internal_weight=0 0.0158855 0.0142327 0.0130585 0.0118749 0.00999032 0.00856527 0.00756342 0.00650749 0.00499675 0.00364028 0.00217482
internal_count=3910 3772 3276 3159 2827 2554 2382 1892 1652 1580 1272 1001
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=15
num_cat=0
split_feature=14 147 484 52 15 4 4 12 12 43 13 3 4 48
split_gain=0.00012802 0.000120475 0.000189649 0.000100465 0.000131872 0.000114122 0.000148699 0.000129552 0.000128786 0.000112742 0.000145124 8.55979e-05 6.83974e-05 6.7331e-05
threshold=0.064610000000000015 1.0000000180025095e-35 -0.0043499999999999988 0.17829500000000004 -0.26361999999999991 -0.0010999999999999996 -0.49837999999999999 -0.023959999999999995 0.080120000000000011 -0.089604999999999976 -0.094679999999999986 -0.100615 -0.072054999999999994 0.090745000000000006
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 -7 12 -9 -11 -10 -8 -12
right_child=-2 -3 3 -5 5 7 8 9 11 10 13 -13 -14 -15
leaf_value=-0.00081608429894851581 -0.00069201421409056029 0.00059072116985771958 0.00077191735338116396 -0.0005258323426521759 -0.00041868089752703321 -0.00077164501835585118 0.001054998474050174 0.00045804956262042077 0.00048959923774916959 0.00038658063347136469 -0.00079072840393336157 -0.00023537970781831093 0.00038032144945102976 -0.00011224498967848446
leaf_weight=0.0010710606246078979 0.0010035819424216502 0.0013490776786973793 0.0010026446955965938 0.0011095187763448143 0.0011374251558615434 0.0010988713752278917 0.001110748379830646 0.001335499045791777 0.001073645948659573 0.0010518204951022719 0.0012840263893110805 0.0015022243883049519 0.0012038218768911542 0.0010005053918636791
leaf_count=555 138 216 253 343 128 134 94 76 143 84 257 1259 151 79
internal_value=0 2.94959e-05 -2.10411e-05 4.01734e-05 8.92307e-05 3.12159e-05 0.000219899 -0.000165875 0.000368421 -2.33911e-05 -0.000216106 6.6798e-05 0.000704095 -0.000493588
internal_weight=0 0.0163309 0.0149818 0.0139108 0.0128012 0.0117986 0.00602787 0.00577072 0.00489044 0.00467185 0.00333635 0.00257587 0.00231457 0.00228453
internal_count=3910 3772 3556 3001 2658 2405 1775 630 1647 496 420 1402 245 336
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=10
num_cat=0
split_feature=1 123 16 49 2 4 150 160 52
split_gain=3.01401e-05 6.87907e-05 6.73692e-05 7.30631e-05 7.72113e-05 0.000112412 0.000139022 7.21737e-05 0.000138852
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.085974999999999982 0.113945 0.074650000000000008 0.083205000000000015 -0.026849999999999995 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.026833790525272568 0.014940085763298581 0.021056745931878403 -0.026349172035513124 0.013572114914257286 -0.02009959438494165 0.029102548474849933 0.031336859165893169 -0.035996756394732321 0.0037637939419931546
leaf_weight=0.0011617708883356328 0.0012175596214081723 0.0012103475338402477 0.0010449273789693804 0.0011342248408967893 0.0013767468922450772 0.0016049001254552706 0.0010884553286543697 0.0016985491092683588 0.0018187923566543073
leaf_count=136 225 276 175 647 322 186 156 1084 703
internal_value=0 -0.00156369 -0.00406897 -0.00136101 0.00163278 0.00570634 -0.000835205 -0.00836339 -0.0154369
internal_weight=0 0.0121387 0.0109284 0.0097666 0.00872167 0.00734492 0.00574002 0.00465157 0.00351734
internal_count=3910 3685 3409 3273 3098 2776 2590 2434 1787
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=10
num_cat=0
split_feature=4 3 151 52 133 13 2 1 1
split_gain=2.8905e-05 3.93405e-05 3.67487e-05 6.92435e-05 7.2458e-05 8.30078e-05 7.3608e-05 7.7126e-05 0.000115704
threshold=0.27608500000000008 0.11265500000000002 -0.086249999999999979 0.11401500000000002 -0.0023199999999999996 -0.090394999999999989 0.099370000000000014 0.081005000000000008 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=0.015844003425092679 0.020874173639464245 -0.005148351908887387 -0.024975089421650581 -0.025957745216028113 0.021223691141195756 0.022177873192076231 -0.022638086202802339 -0.03126803959118149 0.010223155086514895
leaf_weight=0.0010190264265296138 0.0013801713174478678 0.0010032464575921293 0.0010913003181436372 0.001264068026147429 0.001815386560576975 0.001438248691682441 0.0014665185354463504 0.0011171058679845039 0.0016871926472198607
leaf_count=302 290 151 885 547 186 638 386 331 194
internal_value=0 0.00992057 -0.00223658 -0.00410145 -0.000894788 0.00259767 -0.00332509 0.00335082 -0.00630506
internal_weight=0 0.00238342 0.0108988 0.00987982 0.00861575 0.00752445 0.00570907 0.00424255 0.0028043
internal_count=3910 441 3469 3167 2620 1735 1549 1163 525
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=10
num_cat=0
split_feature=49 15 12 3 2 1 0 1 0
split_gain=2.79877e-05 9.63513e-05 7.00493e-05 7.79431e-05 7.2627e-05 6.69747e-05 5.58807e-05 4.16721e-05 1.75874e-05
threshold=-0.029304999999999998 -0.091024999999999981 0.080120000000000011 0.096385000000000012 0.08400500000000001 0.10080500000000002 -0.014809999999999999 0.087480000000000016 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -3 -6 -2 -5
right_child=2 5 4 8 6 -7 -8 -9 -10
leaf_value=0.032423992515901383 0.0028257685661681078 -0.021142153067544803 -0.028946307626999918 -0.016743661280630772 0.009660374570288531 0.012168555586971162 -0.019248863698872198 0.026445770371877328 0.00069691321645836725
leaf_weight=0.0010818143515031863 0.0013891639618785129 0.0011375885625654848 0.0016256799512359438 0.0012751377857033036 0.0016165680150323053 0.0012858459254515304 0.0011402605489187144 0.0016156719772461873 0.0010578979789104925
leaf_count=114 188 218 804 105 1634 227 145 309 166
internal_value=0 0.00760932 -0.00281363 0.00487834 -0.0121824 -0.00346788 -0.00229687 0.015526 -0.00883536
internal_weight=0 0.00350525 0.00972038 0.00533787 0.00438251 0.00242343 0.00275683 0.00300484 0.00233304
internal_count=3910 559 3351 768 2583 445 1779 497 271
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=10
num_cat=0
split_feature=1 52 3 2 2 16 0 16 16
split_gain=2.92036e-05 5.71402e-05 4.6894e-05 8.1012e-05 0.000117015 7.915e-05 4.73196e-05 4.62596e-05 8.2871e-05
threshold=0.10498500000000001 -0.015039999999999998 -0.15464999999999998 0.10393500000000001 0.096540000000000015 -0.013024999999999998 -0.10943499999999999 -0.23935499999999996 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 8 -3
right_child=1 7 3 -5 -6 -7 -8 -9 -10
leaf_value=0.015313499773816647 0.019413063851165036 -0.013409462072418193 -0.011749491585329314 -0.028606284297386809 0.024571124920000201 -0.02643149464647673 0.017720533497990881 -0.017475551467131388 0.024048596609306971
leaf_weight=0.0010738887432910757 0.001922277922393867 0.0011227722952831369 0.0011338159194247887 0.0013955755002716241 0.0012947151279882963 0.00168639749146307 0.0010489041846357275 0.0012510543123078585 0.0012461560077406625
leaf_count=163 372 110 182 406 267 729 1304 155 222
internal_value=0 0.00547917 -0.00405765 -0.00722904 -0.00145164 -0.0101596 0.0024123 -0.00191999 0.00629505
internal_weight=0 0.00554226 0.0076333 0.00655941 0.00516383 0.00386912 0.00218272 0.00361998 0.00236893
internal_count=3910 859 3051 2888 2482 2215 1486 487 332
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=10
num_cat=0
split_feature=2 14 40 3 2 150 12 0 13
split_gain=3.05259e-05 7.30713e-05 7.10758e-05 7.46029e-05 7.94592e-05 7.00703e-05 9.92475e-05 6.32609e-05 5.82204e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10666500000000002 0.094010000000000024 0.086765000000000023 0.080120000000000011 -0.089879999999999974 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8 -3
right_child=1 8 3 -5 -6 -7 7 -9 -10
leaf_value=-0.024085983833970304 -0.015156163493005833 0.034144961254105384 0.026804705036768212 0.025142071246268376 -0.023369888283318787 -0.019744264099084349 -0.023253541301479195 0.0076711544368068246 0.0047311448403452921
leaf_weight=0.0013251625204153744 0.0010131065654564071 0.0010261893805623467 0.0016485774366602631 0.0010237451671187975 0.0014792129164707723 0.0011131372195955476 0.0010022784637942653 0.0017388840298031118 0.001749512142322376
leaf_count=266 130 187 198 106 497 192 407 1477 450
internal_value=0 0.00738005 -0.00305471 0.000426478 -0.00319743 0.00222507 0.00779599 -0.00363615 0.0156056
internal_weight=0 0.00378881 0.009331 0.00800584 0.00698209 0.00550288 0.00438974 0.00274116 0.0027757
internal_count=3910 767 3143 2877 2771 2274 2082 1884 637
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=13
num_cat=0
split_feature=14 484 475 132 160 42 160 52 43 13 2 2
split_gain=0.00012149 8.59709e-05 0.000132956 7.1215e-05 0.000122711 0.000142783 0.000144694 0.000113462 0.000178972 0.000154885 0.000303188 0.000165206
threshold=0.020750000000000005 -0.0043499999999999988 -0.073614999999999986 0.080815000000000012 -0.080734999999999987 -1.0000000180025095e-35 0.091575000000000017 0.10701500000000001 0.093240000000000017 -0.090744999999999978 0.094010000000000024 1.0000000180025095e-35
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 -7 11 -11
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00047690478227066112 -0.00065550988050053715 0.000776878568787057 -0.00059336105347191639 0.00050291863887398723 -0.00052653080846494288 0.00086429559625482118 -0.00049536734343146439 0.00085842182308035154 -0.00056319644761989673 -4.8663480202603809e-06 -0.00064833080605818506 0.0009220519545793534
leaf_weight=0.0011060222269097886 0.0010043328461579381 0.0010079554853282416 0.001234194237582799 0.0011488255373380872 0.0013809974715082796 0.0013922351100662299 0.0011616751341404089 0.0010132171911231835 0.0011153857669160827 0.0014548597513571243 0.0013746857138110212 0.0015029980648416583
leaf_count=583 153 349 436 279 686 260 139 114 102 292 289 228
internal_value=0 4.90727e-05 9.12676e-05 3.71897e-05 -8.8146e-06 6.05813e-05 0.00015052 0.00024606 0.000155352 0.00029535 0.000112523 0.000466135
internal_weight=0 0.0148931 0.013787 0.0127791 0.0116302 0.0103961 0.00901506 0.00785338 0.00684016 0.00572478 0.00433254 0.00295786
internal_count=3910 3757 3174 2825 2546 2110 1424 1285 1171 1069 809 520
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=10
num_cat=0
split_feature=4 12 15 156 2 12 0 4 1
split_gain=3.0181e-05 6.47896e-05 7.4342e-05 7.52303e-05 8.07682e-05 8.44128e-05 0.000168669 7.21809e-05 6.46181e-05
threshold=0.24280000000000004 0.098845000000000016 -0.095799999999999982 0.084330000000000016 0.086650000000000019 0.090840000000000018 -0.087899999999999992 -0.0025899999999999994 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4 -2
right_child=8 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.021043917732514114 -0.0062731129065289777 -0.023781584877091498 0.010794190651650389 -0.020872463126228823 0.03449164936569965 0.041295319305115513 -0.013307625823907532 -0.026172568693256577 0.021698263394822934
leaf_weight=0.0013658744861125621 0.0015932319687603949 0.0012817071844736906 0.0010818767811456172 0.0010102098218564603 0.0013472011888020045 0.0010479086784199176 0.0016331634793490058 0.0010321014017700895 0.0017148294952953713
leaf_count=348 206 506 923 403 252 343 438 148 343
internal_value=0 -0.00282012 0.000333834 0.00441625 0.00857546 0.0168825 0.00829887 -0.00725398 0.00822666
internal_weight=0 0.00980004 0.00851834 0.00715246 0.00614225 0.00402827 0.00298036 0.00211398 0.00330806
internal_count=3910 3361 2855 2507 2104 1033 690 1071 549
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=10
num_cat=0
split_feature=1 376 43 0 47 3 0 1 3
split_gain=2.64161e-05 7.10665e-05 4.67329e-05 9.45496e-05 0.00018692 8.56201e-05 7.7384e-05 7.64027e-05 0.000101436
threshold=0.13662500000000002 0.048375000000000008 -0.069974999999999996 0.0059850000000000016 0.077735000000000012 -0.075954999999999981 -0.060094999999999989 0.10498500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 -1 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.018176562854368042 0.014162466411359521 0.023174135314225148 -0.021295925205603933 -0.031012639418810981 -0.036352252245479041 0.02988571312688415 0.016461250064387895 0.023514785146382351 0.01854744014506253
leaf_weight=0.0015945901352223011 0.001192224101147569 0.0010662399509377011 0.0014408137946192306 0.001491898828104854 0.0012731755363296826 0.0010195648680929956 0.0010830697880622811 0.0017304255544225156 0.0011481529428696152
leaf_count=1056 225 173 1317 227 231 261 131 189 100
internal_value=0 -0.00145375 -0.00388929 -0.00864541 -0.00267862 0.00522417 -0.00416613 0.00724695 -0.00362622
internal_weight=0 0.0118479 0.0107817 0.00708447 0.00559257 0.00369722 0.00267766 0.00431939 0.00258897
internal_count=3910 3685 3512 2064 1837 1448 1187 1606 1417
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=8
num_cat=0
split_feature=4 12 0 12 49 12 1
split_gain=2.54038e-05 5.69012e-05 6.68355e-05 6.42079e-05 6.72534e-05 9.87446e-05 5.20964e-05
threshold=0.24280000000000004 0.098845000000000016 0.048950000000000007 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 0.11235500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -2
right_child=6 -3 -4 4 5 -7 -8
leaf_value=-0.024581447437541846 -0.0054229398766813567 -0.022380343916323431 0.019342575141695371 -0.014925479303791241 0.023721859527004376 -0.0084666340571423731 0.019799932315336881
leaf_weight=0.0012244953456106598 0.0015880576701381654 0.0012645193402075197 0.0015212756082990456 0.0018602174782119526 0.0019843525182994541 0.0018337550288466844 0.0016906591293777448
leaf_count=241 206 506 186 486 199 1743 343
internal_value=0 -0.00260024 0.000368904 -0.0038126 0.00066607 0.00826242 0.00758315
internal_weight=0 0.00968862 0.0084241 0.00690282 0.00567833 0.00381811 0.00327872
internal_count=3910 3361 2855 2669 2428 1942 549
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=13
num_cat=0
split_feature=14 48 0 15 0 2 3 160 43 13 2 3
split_gain=0.000117874 0.000100509 0.000122444 0.000190501 0.000114383 0.000100846 0.000171934 7.9925e-05 8.03438e-05 7.21743e-05 5.06596e-05 2.64559e-05
threshold=0.020750000000000005 0.12862000000000004 -0.10575999999999998 -0.08262499999999999 -0.075584999999999986 0.089910000000000004 0.10420500000000001 -0.069144999999999984 -0.15648499999999999 -0.0064299999999999991 0.08400500000000001 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 -1 -7 -6 -9 11 -4 -10
right_child=-2 -3 4 -5 7 6 -8 8 9 -11 -12 -13
leaf_value=-0.0004388853961485117 -0.00066162543225858797 -0.00055205068062924112 -0.00078525003612380895 0.00083196914220421683 0.00051799063728593569 0.00077372677890737596 -0.00023283498620522972 0.00035196965262479578 0.00019475464903395142 -0.00057437640916872682 -0.00017283094673549473 -0.00022915911949209018
leaf_weight=0.0011228276083317819 0.0010015893906689171 0.0010475060467036177 0.0010122555795667129 0.0017803024195131379 0.0011871659898251034 0.001288015547681274 0.0013221920570043455 0.0013891978506279656 0.0012672574117835599 0.0012906769189535991 0.0010663792996592797 0.0010228730472917548
leaf_count=103 153 121 625 193 226 172 94 83 447 312 1313 68
internal_value=0 3.34262e-05 7.80319e-05 0.000304187 -7.3364e-05 5.24846e-05 0.000263856 6.0899e-05 -4.82847e-05 -0.000203566 -0.000471067 5.4161e-06
internal_weight=0 0.0147966 0.0137491 0.00551334 0.00823581 0.00373304 0.00261021 0.00615717 0.00497001 0.00358081 0.00207863 0.00229013
internal_count=3910 3757 3636 562 3074 369 266 1136 910 827 1938 515
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=13
num_cat=0
split_feature=14 484 475 160 133 1375 3 0 16 43 2 3
split_gain=0.000216719 9.53981e-05 0.00012371 8.11498e-05 0.000171634 8.09216e-05 9.38541e-05 0.000171447 0.000109741 0.000123991 0.00012852 9.91889e-05
threshold=0.056865000000000006 -0.0043499999999999988 -0.050754999999999995 -0.080734999999999987 -0.0023199999999999996 -1.0000000180025095e-35 0.092005000000000017 -0.10575999999999998 0.22945500000000005 -0.089949999999999988 0.08400500000000001 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 -9 -11 -8
right_child=-2 2 3 4 5 6 11 8 -10 10 -12 -13
leaf_value=-0.000509586399327447 -0.00089019050261597696 0.00073334147492497954 -0.00040994243025562296 -0.00059848955607557069 -0.00032970999011080576 0.00091687184169768397 -0.00047661418871921087 -0.00048597297547672228 0.00073829985740933189 -0.00022331656462997465 0.00068976917365860303 0.00026454505238107721
leaf_weight=0.0010807761227201217 0.0010024399968024461 0.0010773784933925902 0.0013672724364953244 0.0012236778309970666 0.0010772948564597993 0.0016396357320243764 0.0012314590325303854 0.0012352935593437442 0.0010501759330168127 0.0010775999423355731 0.0013169822034899514 0.0015913119909560991
leaf_count=583 144 399 479 802 64 156 93 270 191 296 293 140
internal_value=0 5.15372e-05 9.52041e-05 4.15368e-05 9.548e-05 0.000178573 0.000238467 0.000371241 0.000180082 1.85815e-05 0.000278866 -5.87923e-05
internal_weight=0 0.0149689 0.0138881 0.0128107 0.0114434 0.0102198 0.00914246 0.00631969 0.00468005 0.00362988 0.00239458 0.00282277
internal_count=3910 3766 3183 2784 2305 1503 1439 1206 1050 859 589 233
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=11
num_cat=0
split_feature=49 3 42 43 1 1 42 52 1 15
split_gain=3.05433e-05 0.000119209 7.36627e-05 7.01491e-05 6.67303e-05 8.77438e-05 9.96833e-05 0.000116107 6.03245e-05 4.73056e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 0.0050750000000000005 0.13026000000000001 0.11198000000000001 0.083725000000000008 0.024145000000000003 0.099595000000000017 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -3 -2
right_child=2 8 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.033191113870546587 -0.015223050848839383 -0.020123744971533557 -0.022999085432136586 0.019520117212212341 -0.025219973537032349 0.024655937220044388 0.020620549376195549 -0.040446441060477567 0.011823819006544518 0.014211007122495761
leaf_weight=0.0011776411111702485 0.0010774113908593461 0.0012172684197890582 0.0014802119498737434 0.001552745774323106 0.0011394455280773945 0.0011695202478587373 0.0010424283745730689 0.0010794578058017619 0.0010652227339547514 0.0010232704276288379
leaf_count=180 247 159 756 389 130 134 739 482 220 474
internal_value=0 0.00785699 -0.00289189 0.000789686 -0.00366311 0.000892243 -0.00568956 -0.0143138 -0.00521404 -0.000885324
internal_weight=0 0.00346013 0.00956449 0.00808428 0.00653153 0.00539209 0.00422257 0.00318014 0.00228249 0.00210068
internal_count=3910 559 3351 2595 2206 2076 1942 1203 379 721
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=11
num_cat=0
split_feature=11 43 43 0 3 4 2 12 52 15
split_gain=2.69755e-05 4.96495e-05 6.91825e-05 8.65957e-05 9.63238e-05 5.08931e-05 7.24426e-05 0.000118532 9.28154e-05 6.52176e-05
threshold=0.081005000000000008 -0.068454999999999988 -0.080894999999999981 -0.017269999999999997 -0.08348499999999999 0.08734500000000002 0.11165000000000001 0.080120000000000011 -0.066329999999999986 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -3 -7
right_child=-2 5 -4 -5 -6 9 -8 -9 -10 -11
leaf_value=0.01276890475506948 -0.015088140320356311 -0.01397438977784812 0.031458326282702058 0.023994461711199046 -0.028708748133093258 0.00027204603000639664 0.020395459108399953 -0.030500134470289084 0.023846986048812819 -0.03266156634106851
leaf_weight=0.0010243048270646058 0.0010512550451318306 0.001137807856811196 0.0010549092892895356 0.0011814997484155677 0.0011338640606725287 0.0011961342865271199 0.0014554038945684801 0.0012177527865447051 0.0013801382700671088 0.0011182632195452838
leaf_count=579 233 155 451 133 445 179 230 1140 153 212
internal_value=0 0.0012956 0.00957147 0.00265801 -0.00902273 -0.00355004 0.00184045 -0.00538846 0.00675629 -0.0156407
internal_weight=0 0.0119001 0.00439458 0.00333967 0.00215817 0.0075055 0.0051911 0.0037357 0.00251795 0.0023144
internal_count=3910 3677 1608 1157 1024 2069 1678 1448 308 391
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=13
num_cat=0
split_feature=14 48 0 15 0 2 3 160 43 15 43 12
split_gain=0.000125703 0.00010383 0.000131441 0.000167576 0.000108205 7.67057e-05 0.000179688 7.02487e-05 9.44456e-05 5.59637e-05 0.000102731 3.26672e-05
threshold=0.020750000000000005 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 -0.075584999999999986 0.089910000000000004 0.10420500000000001 -0.069144999999999984 -0.15648499999999999 -0.03231499999999999 0.088185000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 -1 -7 -6 -9 -10 -11 -4
right_child=-2 -3 4 -5 7 6 -8 8 9 10 -12 -13
leaf_value=-0.00035280394440404705 -0.0006798201347171292 -0.00055649038188895642 -0.00021973472219154246 0.00082406101430247995 0.00049310988423004838 0.00079589085550216666 -0.00024291899283213007 0.00038866496234662469 0.00011671645150231555 -0.000863114094171613 -2.1434351825277904e-05 -0.0007208199482055457
leaf_weight=0.0010899477006168484 0.0010052390329785632 0.0010498833974681198 0.0010002564457767763 0.0017276079499553123 0.0011449786581594025 0.0012603840868189043 0.0013010002502437112 0.0013739909245213955 0.001237057121881934 0.0010186933626811926 0.001231568056317342 0.0010005628591731415
leaf_count=103 153 129 340 193 225 170 92 82 346 422 59 1596
internal_value=0 3.7289e-05 8.38598e-05 0.00032092 -7.539e-05 8.28609e-05 0.00026825 5.61679e-05 -4.67445e-05 -0.000218294 -0.000402463 -0.000470316
internal_weight=0 0.0144359 0.013386 0.00537894 0.00800711 0.00365133 0.00256138 0.00600629 0.00486131 0.00348732 0.00225026 0.00200082
internal_count=3910 3757 3628 558 3070 365 262 1134 909 827 481 1936
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=10
num_cat=0
split_feature=150 151 4 2 15 15 0 16 15
split_gain=3.03353e-05 0.000143299 9.00125e-05 8.64163e-05 7.8769e-05 4.94927e-05 0.000140098 5.32388e-05 1.88798e-05
threshold=0.077110000000000012 -1.0000000180025095e-35 0.24280000000000004 0.090695000000000012 -0.064869999999999983 1.0000000180025095e-35 -0.032484999999999993 0.24895000000000003 -0.22917999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 6 -6 -8 -4
right_child=3 2 8 -5 5 -7 7 -9 -10
leaf_value=-0.037343432189422779 -0.008289632878521731 -0.026223360656652747 0.029305029196759355 0.025709636446085756 0.033820461231963889 -0.01284095374288542 -0.020975881527191237 0.0084304386007958577 0.010118378132158682
leaf_weight=0.0010658071733767012 0.0014881817606497367 0.0012983705808961412 0.0010383601283115397 0.0015021968427583431 0.0013220694879895437 0.0017337493660141753 0.0012535248620387635 0.0012099219334410494 0.0010133844119296041
leaf_count=355 265 728 265 258 241 1421 114 143 120
internal_value=0 -0.00269841 0.00146478 0.00878967 -0.00406171 0.00115167 0.00756023 -0.00653297 0.0198285
internal_weight=0 0.00993519 0.00886938 0.00299038 0.00681764 0.00551927 0.00378552 0.00246345 0.00205174
internal_count=3910 3387 3032 523 2647 1919 498 257 385
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=14
num_cat=0
split_feature=14 147 52 160 49 133 52 51 42 47 3 2 3
split_gain=0.000172388 0.000121799 0.000167752 0.000116293 8.97188e-05 0.000122768 0.000152471 0.000214284 9.78223e-05 0.000105108 6.61949e-05 0.000156666 5.56256e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.25333500000000003 -0.081069999999999989 -0.081419999999999979 -1.0000000180025095e-35 -0.072349999999999984 -0.10748999999999999 0.084100000000000022 0.092255000000000018 0.12566000000000002 0.090420000000000014 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 7 -7 9 10 11 -8 -5
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11 -12 -13 -14
leaf_value=0.00065970615374250227 -0.000784988932119701 0.00062838247227216249 -0.00076976622086511013 0.00070686341236875076 -0.00070454645426898854 0.00029202292632853023 -0.0002072152704495017 -0.00087988942271990641 -0.00026049799051755274 0.00085901271861260836 -0.00022999904949939608 0.00076747007201634723 5.4626197252094217e-05
leaf_weight=0.0011299958173541539 0.0010088102218538597 0.0012900718177238377 0.0010130307256538086 0.0010009119995581239 0.00106309746718197 0.0010013708863940794 0.0011544954231898922 0.0014961313894842022 0.001585333922992288 0.0010223203328080938 0.0012001815520891433 0.0014063651014241327 0.001009994544314388
leaf_count=453 147 216 391 87 847 207 242 389 515 89 76 133 118
internal_value=0 5.17314e-05 -1.09184e-06 5.84857e-05 1.5875e-06 -7.49021e-05 5.9511e-07 -0.000410012 0.000161616 0.000301516 0.000149978 0.000328059 0.000379272
internal_weight=0 0.0153733 0.0140832 0.0130702 0.0119402 0.0099293 0.0088662 0.0024975 0.0063687 0.00478336 0.00376104 0.00256086 0.00201091
internal_count=3910 3763 3547 3156 2703 2498 1651 596 1055 540 451 375 205
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=9
num_cat=0
split_feature=14 15 3 39 457 3 1 43
split_gain=2.86131e-05 7.95201e-05 4.72062e-05 5.39855e-05 7.84881e-05 0.000120925 0.000103706 8.42844e-05
threshold=-0.13131999999999996 -0.16430499999999995 0.13772500000000001 0.005105000000000001 0.081330000000000013 -0.074234999999999982 0.089455000000000021 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.015519465913517265 0.028174398334135282 -0.015033864637813605 0.015991228477907418 0.011924873258385581 0.013596786228440551 -0.0070823296758932147 -0.047827826249935451 0.015415512711062144
leaf_weight=0.0010925307845200986 0.0010137802272023868 0.0019227379141332694 0.0014035633689283697 0.0017962748217767773 0.0014485725027772803 0.0011540338850475423 0.0013617763924529498 0.0017242847629943183
leaf_count=172 282 907 138 282 217 382 240 1290
internal_value=0 0.00139485 -0.00111629 -0.00366862 -0.00734865 -0.0122719 -0.0291374 -0.000637629
internal_weight=0 0.011825 0.0108112 0.00940768 0.00761141 0.00616283 0.00251581 0.00364702
internal_count=3910 3738 3456 3318 3036 2819 622 2197
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=9
num_cat=0
split_feature=48 4 42 15 52 52 1 15
split_gain=2.7427e-05 5.76809e-05 4.80857e-05 7.21881e-05 6.87939e-05 9.0858e-05 6.35127e-05 7.28334e-05
threshold=0.11930500000000001 0.28937500000000005 0.092635000000000009 0.079360000000000014 -0.092854999999999979 -0.07984999999999999 0.094695000000000015 -0.008624999999999999
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=-0.014840792631632974 -0.015317387061830702 0.016741176836306663 -0.018009992872725651 -0.02106197059233287 0.036224046095367494 -0.023553856198475661 0.018745017142368987 0.0075087757462325051
leaf_weight=0.0013769406320127972 0.0010377991101525536 0.0019442260514012004 0.0014825939062145877 0.0012053516917260214 0.0010122027787900266 0.00119298370265998 0.0017571587312442682 0.0018515973187589719
leaf_count=526 161 388 637 1027 182 626 202 161
internal_value=0 0.00130534 -0.00173255 0.0011417 0.00486352 0.00953018 0.00390313 -0.00466276
internal_weight=0 0.0118231 0.00987883 0.00839623 0.00719088 0.00581394 0.00480174 0.00304458
internal_count=3910 3749 3361 2724 1697 1171 989 787
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=13
num_cat=0
split_feature=14 484 474 42 47 4 16 16 3 16 16 16
split_gain=0.000222611 0.000132611 0.000163807 8.6879e-05 0.000123372 0.00013139 0.00012361 9.25272e-05 8.48141e-05 7.25303e-05 6.78862e-05 2.28163e-05
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 0.10138000000000001 0.10783500000000001 -0.0017649999999999999 -0.48509999999999992 -0.094359999999999986 0.092005000000000017 -0.008734999999999998 -0.083564999999999987 0.099280000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 10 -9 -3 -12
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11 11 -13
leaf_value=-0.00061658454675464773 -0.00091033892048054369 0.00075155524780317609 0.00074765793145177128 -0.00049800837033329298 0.0005377193080082479 0.00026020664002903094 -0.00079037072639117571 0.0001829476566071058 -0.00022464381042478751 -0.00054112512358892159 -4.0995489267005928e-05 0.00036114491848335354
leaf_weight=0.001101588546808501 0.0010149209159346839 0.001222855030864326 0.0013188108124180418 0.0011273962324604191 0.0018400863216274594 0.0014080302304623209 0.0015348762352995577 0.0011258357700314715 0.0011992101484633033 0.0010081752661646635 0.0010127536551158027 0.0011680520182832613
leaf_count=583 144 442 374 389 153 226 256 118 95 175 754 201
internal_value=0 3.83893e-05 9.0051e-05 2.14782e-05 7.23179e-05 -1.61529e-05 -0.00023367 -0.000423208 0.000223766 -0.000159128 0.000381754 0.000174393
internal_weight=0 0.0150677 0.0139661 0.0126473 0.0115199 0.00967979 0.00507692 0.00366889 0.00460287 0.00213401 0.00340366 0.00218081
internal_count=3910 3766 3183 2809 2420 2267 775 549 1492 293 1397 955
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=14
num_cat=0
split_feature=14 484 157 42 47 3 0 42 151 1 3 16 47
split_gain=0.000107115 0.000105086 0.000106313 0.000118054 0.000122544 0.000132539 0.000243599 0.000138547 0.000116641 0.000226522 0.000189378 9.08801e-05 4.75707e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.10269500000000001 0.10561500000000001 0.11818000000000002 -0.14136999999999997 -1.0000000180025095e-35 -0.08373499999999999 0.095575000000000007 -0.08348499999999999 -0.092014999999999986 0.11939500000000002
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 10 -10 -12 -6
right_child=-2 2 3 -5 12 6 -8 8 9 -11 11 -13 -14
leaf_value=-0.00054428857178979995 -0.0006255310052982238 0.00059193280284811501 -0.00050093291093746255 -0.00060001708730061162 0.00080707032957121169 -0.0011346803225351732 0.0001357447194404495 -0.00038175766574465703 0.00058324526081997405 0.00095363676140791968 8.8152991043888629e-05 -0.00071909410825335147 0.00022641025272418072
leaf_weight=0.0011432156165705953 0.0010264321306686008 0.0013750364812496188 0.0012078157961586478 0.0010868854941128913 0.0010106422764964975 0.0010376876525624024 0.001316437287304734 0.0010285924729032695 0.0016108005578738659 0.0016128854428672373 0.0010972693414882885 0.0010485800165057071 0.0011709099374380694
leaf_count=583 153 389 858 362 77 59 128 143 177 293 168 425 95
internal_value=0 2.82059e-05 7.30228e-05 1.90847e-05 7.4505e-05 -1.7686e-05 -0.000424253 0.000108151 0.000223132 0.000339005 7.51179e-05 -0.000306312 0.000495411
internal_weight=0 0.0157468 0.0146035 0.0132285 0.0121416 0.00996007 0.00235412 0.00760594 0.00639813 0.00536954 0.00375665 0.00214585 0.00218155
internal_count=3910 3757 3174 2785 2423 2251 187 2064 1206 1063 770 593 172
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=12
num_cat=0
split_feature=14 484 474 1 4 16 151 2 4 52 4
split_gain=0.000186846 0.000114599 0.000151878 9.63623e-05 0.000115418 0.000204073 8.88209e-05 0.000124824 7.25447e-05 7.75935e-05 8.68603e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.090695000000000012 -0.49837999999999999 0.084890000000000007 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 -3 10 -10
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0005468874993867993 -0.00081631861203758913 -0.00025515624629955484 0.00074059395668110825 0.00044411715890059332 -0.00045060990241891177 -0.00094018913832055674 -0.00029766168178110624 0.00048712732709836474 0.00085749521228508329 -9.5776137526452736e-05 0.00015558863649155715
leaf_weight=0.0011277065764212788 0.0010100558535567758 0.0011419724743346876 0.0013023908692004352 0.0019083484588059219 0.0013716693717759597 0.0012088795570634721 0.0013766003634965631 0.0017955571938942051 0.0013027104159965971 0.0012642939641541464 0.0014131073917620816
leaf_count=583 147 130 374 270 144 229 150 271 360 766 486
internal_value=0 5.45608e-05 0.000102714 3.7724e-05 -3.35913e-05 -0.0002242 -3.37126e-05 0.000146558 0.000180485 0.000305479 0.000492276
internal_weight=0 0.0152132 0.0140855 0.0127831 0.0108748 0.00575271 0.00454383 0.00317216 0.00512208 0.00398011 0.00271582
internal_count=3910 3763 3180 2806 2536 794 565 421 1742 1612 846
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 16 151 1 2 4 3 1
split_gain=0.000277392 8.87479e-05 0.000101428 8.49567e-05 0.000102081 0.000173371 0.000107988 0.000160459 0.000129388 7.37288e-05 7.9733e-05 5.41302e-05
threshold=0.064610000000000015 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.094695000000000015 0.090695000000000012 -0.49837999999999999 -0.115685 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 -8 -9 -3 -11 -12
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 11 -13
leaf_value=-0.00047456792627735529 -0.0009938412826728841 -0.00024564829931235941 0.00061905566792184931 0.00042951723043161615 -0.00048722116365098337 -0.00085922100461594052 -0.00048141825171506985 -1.2375674231086898e-07 0.00093206590584564073 0.0007713871212791715 -8.7118587821925441e-05 0.00043688468927773386
leaf_weight=0.0011315495264977672 0.0010355016277537312 0.0012282667862647343 0.001295793389548233 0.0018832318155978184 0.0013850989158773475 0.0012119692595509548 0.0010219003907006689 0.0011780446025542179 0.0011136137321871367 0.0010390356989289397 0.0017246484144150418 0.0013521784932776382
leaf_count=583 138 130 374 272 144 229 261 71 95 98 1036 479
internal_value=0 5.42219e-05 9.56768e-05 4.40562e-05 -2.04421e-05 -0.000198007 -2.74537e-05 0.000164733 0.000452867 0.000175945 0.000301758 0.000143166
internal_weight=0 0.0155653 0.0144338 0.013138 0.0112548 0.00591063 0.00469866 0.00331356 0.00229166 0.00534413 0.00411586 0.00307683
internal_count=3910 3772 3189 2815 2543 800 571 427 166 1743 1613 1515
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=9
num_cat=0
split_feature=11 43 2 42 49 160 49 3
split_gain=3.03236e-05 5.24438e-05 6.90386e-05 7.53911e-05 5.62256e-05 7.82341e-05 7.74619e-05 0.000111298
threshold=0.080455000000000013 -0.068454999999999988 0.096540000000000015 0.088345000000000021 0.093425000000000022 -0.026849999999999995 -0.029304999999999998 -1.0000000180025095e-35
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=-0.011137489093427487 -0.016029855953527742 0.01343890550792514 0.028419645404830447 0.021336404683051535 0.016917671872382505 0.0023964788453541964 -0.048249141230078903 -0.0086065900928862567
leaf_weight=0.0018340410154448986 0.0010908375283804209 0.0014187673985528041 0.0013979731476445496 0.0011716012758209715 0.0011281929031781287 0.0019512637211319063 0.0011169613781538792 0.001935273157500498
leaf_count=830 241 366 423 350 282 209 1016 193
internal_value=0 0.00138712 0.0100602 0.00152086 -0.00367121 -0.00728803 -0.0131653 -0.0231137
internal_weight=0 0.0119541 0.00440362 0.00300564 0.00755046 0.00642227 0.0050035 0.00305223
internal_count=3910 3669 1603 1180 2066 1784 1418 1209
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=14
num_cat=0
split_feature=484 43 42 376 52 3 2 0 43 3 15 2 3
split_gain=0.000123678 0.000115369 0.00021422 0.000152146 0.000134507 0.000102341 0.000123372 0.000104303 0.000167582 0.000165617 9.52678e-05 8.65429e-05 6.42013e-05
threshold=-0.0043499999999999988 0.18078000000000002 -0.10770999999999999 1.0000000180025095e-35 0.092885000000000009 -0.10628499999999998 0.11203000000000002 -0.23029999999999998 -0.073139999999999983 -0.078669999999999976 -0.008624999999999999 0.092340000000000019 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 11 7 -7 9 -9 -6 -4 -10
right_child=1 -3 3 -5 10 6 -8 8 12 -11 -12 -13 -14
leaf_value=-0.00061172554837479103 -0.00076708094971763316 -0.00061169570635713575 0.00023063325054648566 0.00085311426744668619 0.00010013598528205862 0.0006915713002875292 -0.00037878354617385576 -7.3040246816829783e-05 -0.00062853798836633244 0.0010243047821999823 -0.00065907182698897362 0.00093211968591882957 3.9210845153231957e-05
leaf_weight=0.0012416586774970468 0.0010824309079703913 0.0010081877993854951 0.0018085575840403089 0.0010582624698786498 0.0011443580021547727 0.0012947687595854492 0.0018639285093314615 0.0011048030032611844 0.0011913628392932986 0.0010142075640783644 0.0014289284223331601 0.0010799104889312461 0.0010340606537804151
leaf_count=612 197 241 131 182 227 60 305 430 743 116 383 161 122
internal_value=0 3.05105e-05 7.33731e-05 0.000138247 7.98955e-05 0.00017928 5.85478e-05 0.000203099 5.75201e-05 0.000452175 -0.000321447 0.000492898 -0.000318263
internal_weight=0 0.0161138 0.0151056 0.0140231 0.0129649 0.0103916 0.00750313 0.0056392 0.00434443 0.00211901 0.00257329 0.00288847 0.00222542
internal_count=3910 3298 3057 2860 2678 2068 1776 1471 1411 546 610 292 865
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=14
num_cat=0
split_feature=14 147 52 15 51 52 0 16 48 12 16 3 15
split_gain=0.000211044 9.35217e-05 0.000127862 0.000107809 0.000105041 0.000132316 0.000108522 0.00015038 0.000147222 9.25274e-05 0.000102934 0.000123925 0.0001012
threshold=0.05884000000000001 1.0000000180025095e-35 0.25333500000000003 -0.24219999999999997 0.077145000000000005 -0.072349999999999984 0.18055000000000002 0.26538000000000006 0.090405000000000013 -0.0089849999999999982 -0.057604999999999996 -0.025254999999999996 0.082225000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -5 12 -12 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.00058685890531766794 -0.00087463608994801717 0.00055745798396984823 -0.00066385562112603145 -0.00040378580382459509 -5.7046027046990192e-05 0.00089469491856869899 0.00049940802749504022 -0.000701524332093275 -0.0006090527528064204 -0.00051050595632483114 2.4948763180928175e-05 0.00095884028310833579 0.00036126324960097966
leaf_weight=0.0013417442432620734 0.0010000856985193434 0.0013032680269612915 0.0010096111137555932 0.0010727522019617595 0.0012252680949243365 0.0010368658962243271 0.0010599442886177765 0.0016266082024556337 0.0013742363097044427 0.001026823902527999 0.0010007538756748677 0.0012029850901227254 0.0010210375262230953
leaf_count=280 141 216 391 160 150 224 32 391 256 235 546 62 826
internal_value=0 5.50699e-05 8.29775e-06 6.05429e-05 -8.76892e-08 0.000379191 -9.15067e-05 -0.000166741 -3.68798e-05 0.0001108 0.000240639 0.000534745 -7.5853e-05
internal_weight=0 0.0153019 0.0139986 0.012989 0.0116473 0.00226213 0.00938514 0.0083252 0.00669859 0.00532435 0.0042516 0.00220374 0.00204786
internal_count=3910 3769 3553 3162 2882 374 2508 2476 2085 1829 1669 608 1061
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=13
num_cat=0
split_feature=14 484 48 0 15 3 42 12 43 42 43 16
split_gain=0.000171829 9.58611e-05 0.000106755 0.000127176 0.000130553 0.000155418 0.000120298 9.54923e-05 9.28779e-05 0.000138097 0.000188124 0.000146666
threshold=0.056865000000000006 -0.0043499999999999988 0.12675000000000003 -0.13027499999999997 -0.087539999999999993 0.092005000000000017 0.10138000000000001 0.10333000000000002 0.088185000000000013 -1.0000000180025095e-35 -0.083899999999999988 -0.055679999999999993
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 -5 -11 -12
right_child=-2 2 -4 6 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.00050584658196205776 -0.00079860980021104026 0.00070275836839780526 -0.0005346571160747593 -0.00066393696801067526 0.00094857754520183727 -0.00021355068231095059 -0.00063981514649432314 0.00057478546008443005 0.00045583169595129602 0.00056776431322564855 0.00021754864717959981 -0.00067014737254996728
leaf_weight=0.0011626729824154988 0.0010085815677521445 0.0012602019145500258 0.0010143400272486442 0.0013611203006777713 0.0012265380357962732 0.0016349790814677023 0.0010094950502705828 0.0012579977778909438 0.0013399425515116057 0.00168602073711638 0.0013382095081563921 0.0015380035651041131
leaf_count=583 144 133 108 647 131 107 366 231 171 302 418 569
internal_value=0 3.61004e-05 7.90617e-05 0.000124659 0.000412433 0.000185296 2.0752e-07 7.60293e-05 -1.03549e-05 -0.000115813 4.77176e-05 -0.000257131
internal_weight=0 0.0158295 0.0146668 0.0136525 0.00412172 0.00289518 0.00953079 0.00852129 0.0072633 0.00592335 0.00456223 0.00287621
internal_count=3910 3766 3183 3075 371 240 2704 2338 2107 1936 1289 987
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=13
num_cat=0
split_feature=14 50 159 475 160 42 43 3 3 0 2 1
split_gain=0.000245784 0.000122245 0.000154677 0.000124784 0.000167588 0.0001571 0.000167409 0.000127773 0.000109041 0.000158533 0.000127079 6.87952e-05
threshold=0.056865000000000006 0.10625000000000001 -0.026594999999999997 -0.050754999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 -0.075954999999999981 -0.115685 -0.10131499999999999 0.11203000000000002 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8 10 11 -10
right_child=-2 -3 3 4 5 6 8 -9 9 -11 -12 -13
leaf_value=0.00081696558220876298 -0.0009434783459821007 -0.00060143561497236566 0.00068850850323662338 -0.00073378571514881184 -0.00049585091922820955 0.00021754961930882049 0.00047087620923760349 0.001032965375638155 2.7105350687773453e-05 -0.00064984614320121449 -0.00048870546316118213 0.00068294502211755444
leaf_weight=0.0010797156418610758 0.0010046273178582745 0.0010134753128532266 0.0010694446314555512 0.0011177920321120719 0.0016571779392876461 0.0019201194141207911 0.0013732147210806563 0.0012009092821119761 0.0013460524913808695 0.0016613198017128962 0.0010445025410993 0.0011321178193041681
leaf_count=328 144 410 390 424 814 242 113 213 80 571 110 71
internal_value=0 5.70815e-05 0.000102786 4.57621e-05 -9.43507e-06 6.19936e-05 0.000157512 0.000531305 -2.04024e-05 -0.00015054 8.4937e-05 0.000326717
internal_weight=0 0.0156158 0.0146024 0.0135227 0.0124532 0.0113354 0.00967824 0.00312103 0.00655721 0.00518399 0.00352267 0.00247817
internal_count=3910 3766 3356 3028 2638 2214 1400 455 945 832 261 151
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=11
num_cat=0
split_feature=484 1 51 42 160 12 160 151 13 4
split_gain=3.64447e-05 4.09457e-05 6.0405e-05 7.24802e-05 7.5128e-05 7.8864e-05 7.45119e-05 7.96833e-05 7.85908e-05 8.27762e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 -0.079684999999999992 0.10058500000000002 0.087825000000000014 -0.0080899999999999982 -0.13934999999999997 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11
leaf_value=-0.018394713194387093 0.021371489246027706 0.019848043030903331 -0.027633741170063703 -0.022376047007110149 -0.008945603821298791 -0.019681590911181549 -0.012904540255187556 -0.0029237869036692807 0.016658556210100428 0.052251684282414473
leaf_weight=0.0010053871763723325 0.0011430595322273829 0.0010966233367408771 0.0010588702016678534 0.0012810199096718712 0.0011943918852829029 0.0012058018515190769 0.0013298050304011155 0.0010452055200708237 0.0018696147219777644 0.0010044112445703694
leaf_count=627 367 216 863 450 225 135 171 99 629 128
internal_value=0 0.00141176 -0.000404386 -0.00289621 3.69489e-05 0.00379046 0.00818295 0.0136668 0.0205579 0.0290976
internal_weight=0 0.0122288 0.0111322 0.00998912 0.00893025 0.00764923 0.00644343 0.00511362 0.00391923 0.00287403
internal_count=3910 3283 3067 2700 1837 1387 1252 1081 856 757
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=11
num_cat=0
split_feature=484 457 3 39 42 2 15 3 2 1
split_gain=2.9645e-05 3.40717e-05 5.43767e-05 7.87976e-05 8.75373e-05 9.25192e-05 0.000113988 7.13275e-05 8.06321e-05 4.27824e-05
threshold=-1.0000000180025095e-35 0.090150000000000022 0.090325000000000003 0.005105000000000001 0.091955000000000023 0.086650000000000019 -0.014614999999999998 0.11476000000000001 0.113945 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 -4 -9 -2
right_child=1 -3 7 -5 -6 6 -8 8 -10 -11
leaf_value=-0.01661165611150409 -0.017610035211709164 -0.016205435133422107 -0.028702791379547055 0.02934912915764433 -0.018407526145147648 0.047157800617645775 0.0027299958131757505 0.019823830044461532 -0.016648843086982831 0.0087244435195538775
leaf_weight=0.001002154946597957 0.0011958199440897403 0.0010207007367552248 0.0010867781920604197 0.0013696496244259707 0.0014773929540767171 0.0010982639709276572 0.0012179123089385265 0.0012489820625114605 0.0011776713201957527 0.0012742780590198517
leaf_count=627 764 166 109 371 539 473 499 83 155 124
internal_value=0 0.00128184 0.00288314 0.00762164 0.00287059 0.00943856 0.0237964 -0.00741179 0.00212339 -0.00402456
internal_weight=0 0.0121674 0.0111467 0.00763332 0.00626367 0.00478627 0.00231618 0.00351343 0.00242665 0.0024701
internal_count=3910 3283 3117 2770 2399 1860 972 347 238 888
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=10
num_cat=0
split_feature=484 11 43 42 13 16 16 49 3
split_gain=2.93145e-05 4.92734e-05 7.55174e-05 7.69423e-05 7.46186e-05 6.97652e-05 0.000124911 8.66325e-05 8.26824e-05
threshold=0.088645000000000015 0.080455000000000013 -0.068454999999999988 -1.0000000180025095e-35 -0.062819999999999987 0.15737500000000001 -0.0092949999999999994 -0.029304999999999998 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4 -9
right_child=-2 -3 5 4 -6 -7 -8 8 -10
leaf_value=-0.0073462507084584077 -0.016186904408900075 -0.019376353773359577 0.011201675408635876 0.0084463565363906649 0.03969518329100228 -0.026897940574238104 0.029953099720142283 -0.037980607331803647 -0.003962434609102364
leaf_weight=0.0012098954037568057 0.0010014498505173776 0.001017897512405201 0.001748937529091926 0.0016995122170943868 0.0012934859649714619 0.001014665408838814 0.0011476228917742083 0.0010775667369792527 0.0018934234122798786
leaf_count=413 329 230 168 812 208 204 273 1073 200
internal_value=0 0.00126686 0.00316243 0.0135173 0.0219512 -0.00316115 0.000943611 -0.00610988 -0.0163007
internal_weight=0 0.012103 0.0110851 0.00420289 0.002993 0.00688222 0.00586755 0.00471993 0.00297099
internal_count=3910 3581 3351 1433 1020 1918 1714 1441 1273
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=10
num_cat=0
split_feature=16 16 160 0 1 0 1 150 4
split_gain=2.68494e-05 8.63222e-05 7.73607e-05 8.86854e-05 7.90909e-05 5.79825e-05 9.72015e-05 9.65245e-05 2.83791e-05
threshold=-0.055679999999999993 -0.0083999999999999995 -0.081069999999999989 0.059810000000000009 0.096630000000000008 -0.11756999999999999 0.11327500000000001 0.077110000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 8 -1 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.018797847509773969 -0.028559907497762681 0.024315305795083036 -0.031881786343495533 0.014986651083491261 -0.00058554241951474151 -0.0082420035208000206 0.037990862050729081 0.015453228676695609 0.013357481832347121
leaf_weight=0.0018769666336005239 0.0011289642409921703 0.0010335337979063761 0.0013152988029557023 0.0014169000641463259 0.0017235716283957991 0.0011631085557568376 0.0010176903924017659 0.0012774852175567973 0.001087315046893288
leaf_count=295 489 250 645 157 305 1191 229 129 220
internal_value=0 -0.00435479 0.00062339 -0.00487204 -0.0141313 0.00436877 0.0133411 -0.0049269 0.00219401
internal_weight=0 0.00661827 0.0054893 0.00445577 0.00303887 0.00642257 0.00326811 0.00315445 0.00225042
internal_count=3910 1846 1357 1107 950 2064 1640 424 1411
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 15 0 12 150
split_gain=3.08163e-05 5.28568e-05 6.39347e-05 6.09409e-05 0.000120918 0.000124068 7.15832e-05 0.000127449 3.90622e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.077044999999999988 -0.055679999999999993 -0.064869999999999983 -0.15713499999999997 0.080120000000000011 0.083205000000000015
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=-0.016402556127663802 -0.017179284987128802 0.019419615890277665 0.025756964360460374 -0.018828463015557757 -0.044585817516935369 -0.00015614908140820013 0.043613988109645369 -1.3443997874280595e-05 0.0081642153405306599
leaf_weight=0.001059036479046655 0.0019936598979540263 0.0014318788765932964 0.0010115092423723521 0.0010202963861901458 0.0010366011272086584 0.0015965082258594301 0.0012271483447184642 0.001473773081684949 0.0011297692546592894
leaf_count=176 1899 164 180 143 245 314 274 433 82
internal_value=0 0.0013973 -0.00106291 0.00271911 -0.000394559 -0.0176472 0.00897015 0.0198084 -0.00464494
internal_weight=0 0.0119211 0.0104893 0.00849561 0.0074841 0.00263311 0.00485099 0.00270092 0.00215007
internal_count=3910 3734 3570 1671 1491 559 932 707 225
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=15
num_cat=0
split_feature=14 48 0 0 15 1 16 52 2 4 2 0 1 12
split_gain=0.000243962 0.000123446 0.000148269 0.000204441 0.00016746 0.000161872 0.000111954 9.57726e-05 0.000117797 0.000156202 0.000134629 7.95723e-05 7.16578e-05 6.44482e-05
threshold=0.05884000000000001 0.12675000000000003 -0.10575999999999998 -0.089879999999999974 -0.095799999999999982 0.093245000000000008 -0.096824999999999981 0.11588000000000002 0.10705000000000002 -0.37626499999999991 0.08400500000000001 -0.045139999999999993 0.11113500000000003 0.085945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 12 8 9 -5 11 -11 -1 -12
right_child=-2 -3 3 7 5 -7 -8 -9 -10 10 13 -13 -14 -15
leaf_value=-5.7794119230415969e-05 -0.00094296672613141275 -0.00055918105191318107 -0.00088623255446667519 -0.00057529165732863772 0.00027923509381420274 0.0012335701189881158 -0.0005013868135179978 -0.00050148403924713133 0.00066814117305453546 -0.00050679315334575565 0.00090895753909769872 0.00025042358005567179 0.00066193484603355125 0.00021264040330508881
leaf_weight=0.0011098381159080099 0.0010072173915487903 0.001177294636958961 0.0010191057676400368 0.0013367020986618768 0.0015855794207707014 0.0012008504390416189 0.0010254414840339815 0.0010585147067522218 0.0012813848343206273 0.0011294435806917177 0.0010036985706189784 0.0010113056407387339 0.0010212276168397941 0.0010411536851577324
leaf_count=127 141 129 473 168 121 151 74 416 374 594 300 89 88 665
internal_value=0 5.19446e-05 0.000100478 -5.99314e-05 0.000340199 0.000690519 3.09523e-05 4.71745e-05 0.000132535 8.25338e-06 0.000194613 -0.000149078 0.000287107 0.000554422
internal_weight=0 0.0160015 0.0148242 0.00888131 0.00594294 0.00278643 0.00315651 0.0078622 0.00680369 0.0055223 0.0041856 0.00214075 0.00213107 0.00204485
internal_count=3910 3769 3640 3079 561 272 289 2606 2190 1816 1648 683 215 965
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=10
num_cat=0
split_feature=475 42 151 52 13 1 1 0 0
split_gain=2.64302e-05 5.18797e-05 5.23258e-05 8.32838e-05 7.61336e-05 7.35267e-05 9.58768e-05 0.000104249 4.24827e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.11588000000000002 -0.083514999999999992 0.11215000000000001 0.094695000000000015 -0.070894999999999986 -0.084074999999999997
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=-0.013075917766248253 -0.014786188508907311 -0.014469088983425122 0.012430676028570833 -0.016471116780734589 -0.021154108094298699 -0.015809742749994235 0.033639723962717721 0.021188671909354032 0.037193006628778093
leaf_weight=0.001343077091882426 0.0016272669092104097 0.0012744730189818967 0.0014273522970942986 0.0012646246537283802 0.0011673506184372859 0.0013745354122169117 0.0011810248949595927 0.0010721891490572447 0.0012483421864684071
leaf_count=621 994 242 510 453 367 187 182 166 188
internal_value=0 0.00144911 0.00408842 0.0067959 0.0107344 0.00334139 0.0110372 -0.000882323 0.0239835
internal_weight=0 0.0116372 0.0100099 0.00873542 0.00747079 0.0047951 0.00342056 0.00223954 0.00267569
internal_count=3910 3289 2295 2053 1600 902 715 533 698
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 16 151 2 2 0 3 16
split_gain=0.000253418 9.77897e-05 0.00013588 9.54589e-05 9.50184e-05 0.000151573 9.38504e-05 0.000135237 6.27716e-05 0.000121164 0.000101909 1.3393e-06
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.090695000000000012 0.10705000000000002 0.14676000000000003 -0.0045049999999999995 -0.004514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 10 11 -3
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00050415096577083459 -0.00095585299474997638 0.00055521921744054791 0.00069826864757844631 0.00044650040547650639 -0.0004699791908893347 -0.00084476236580307163 -0.00031517836754155882 0.00049531899725719785 0.00057967220725793221 -0.00052546524206064206 -0.00026020266511509263 0.00045393009758436026
leaf_weight=0.0011060728852510483 0.001012334705711714 0.0010056369503525916 0.0013279344747081602 0.0018866444198651121 0.0013993183485015506 0.0011396130620987283 0.0014141438372943464 0.0017976703239581783 0.0010915738701493261 0.0010445809714973997 0.0010049813855765814 0.0010019477365836738
leaf_count=583 144 1146 374 270 144 229 151 273 206 48 83 259
internal_value=0 5.72862e-05 0.000101284 3.92829e-05 -3.12044e-05 -0.000204433 -4.61791e-05 0.000138462 0.000162279 4.99793e-05 0.00024951 0.000504668
internal_weight=0 0.0152201 0.014114 0.0127861 0.0108995 0.00575075 0.00461113 0.00321181 0.00514872 0.00405715 0.00301257 0.00200758
internal_count=3910 3766 3183 2809 2539 797 568 424 1742 1536 1488 1405
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=10
num_cat=0
split_feature=4 0 42 12 160 47 2 4 1
split_gain=2.93487e-05 3.8028e-05 9.80291e-05 9.09963e-05 7.82599e-05 8.06125e-05 0.00010575 0.000118328 0.000110336
threshold=-0.49837999999999999 -0.017269999999999997 -1.0000000180025095e-35 0.08598500000000002 -0.082234999999999989 0.086785000000000015 0.11230000000000001 0.015635000000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 7 8 -6
right_child=1 3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.015965461667107255 -0.028717911801772703 0.034712062504695856 -0.022322342299641976 -0.0044675519695575473 0.030280614281490301 -0.011224057994211029 -0.011681393030822433 0.046429397814061996 -0.010258533887774453
leaf_weight=0.001063736032923813 0.0011596931846994526 0.0010496440739594859 0.001117011727555902 0.0013619817117212218 0.0012828687730778244 0.0019549238230389338 0.0013421902723547638 0.0012371460724731973 0.0014085160404070374
leaf_count=176 1005 168 588 116 657 279 325 229 367
internal_value=0 0.00137051 -0.00147568 0.0125851 0.0023112 0.0061193 0.012552 0.0208314 0.00906476
internal_weight=0 0.011914 0.00950235 0.00241163 0.00834266 0.00722564 0.00527072 0.00392853 0.00269138
internal_count=3910 3734 3450 284 2445 1857 1578 1253 1024
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=13
num_cat=0
split_feature=14 147 52 4 4 12 15 0 3 47 12 0
split_gain=0.000147938 0.000100857 7.47197e-05 8.47534e-05 9.86044e-05 0.000129027 0.000100195 9.95213e-05 0.000120993 0.000106214 0.000103218 8.85706e-05
threshold=0.020750000000000005 1.0000000180025095e-35 0.18936500000000003 -0.49837999999999999 -0.060264999999999992 0.084100000000000022 -0.24219999999999997 -0.10575999999999998 -0.075679999999999983 0.080860000000000015 -1.0000000180025095e-35 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 9 -9 11 -10 -8
right_child=-2 -3 -4 4 6 -7 7 8 10 -11 -12 -13
leaf_value=-0.00046658502319748814 -0.00071526306216509474 0.00058770101993788938 -0.00049026777619667439 0.0008228947483136244 0.00052616399498097279 -1.4191100818148248e-05 5.4423571863798676e-05 -0.000879928254852808 -0.0005383916905476741 -0.00037447936522275486 0.00029873442559544446 0.00077425670041022165
leaf_weight=0.0011275418085535159 0.0010332267894984154 0.0012387667921363874 0.0010852066492299849 0.0014490816631395815 0.0011642721567811107 0.0013841838120491738 0.0017483457445139905 0.0010857505886798621 0.0010449065364039264 0.0011888222740974279 0.0012362684188907173 0.0010529863052016761
leaf_count=152 153 212 422 184 270 1026 82 735 145 96 242 191
internal_value=0 5.21333e-05 3.23339e-06 4.61387e-05 9.70534e-05 0.000413939 -8.30785e-06 -9.28891e-05 -0.000341153 0.000116598 -8.47165e-05 0.000325
internal_weight=0 0.0148061 0.0135674 0.0124822 0.0113546 0.00283327 0.00852135 0.00735708 0.00336693 0.00399015 0.00228117 0.00280133
internal_count=3910 3757 3545 3123 2971 1210 1761 1491 1122 369 387 273
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=14
num_cat=0
split_feature=14 484 1 474 0 13 3 15 1 1 133 15 3
split_gain=0.000193452 0.000114623 0.000119096 0.000210236 0.000183995 0.000114871 0.000166288 0.000112339 0.00012012 0.000161275 9.85274e-05 8.71891e-05 5.5578e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.077800000000000022 0.037915000000000011 -0.084074999999999997 -0.090394999999999989 0.11818000000000002 -0.10071499999999999 0.089075000000000015 0.10031000000000002 1.0000000180025095e-35 -0.03231499999999999 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -7 -9 -10 12 -11 -6
right_child=-2 2 3 -5 10 6 -8 8 9 11 -12 -13 -14
leaf_value=-0.0005652434937507548 -0.00084751282341920383 -0.00084739802253454538 0.00056450163726594739 0.0010608570280698369 0.00064268136742978872 0.00061795775547901608 -0.000652097455071775 0.00056400950811520277 -0.00084674323125609994 0.00045076220711342738 -0.00032378886277604758 -0.00030388739393532091 1.7080891251870725e-05
leaf_weight=0.0011256896273919596 0.001008905850798456 0.0011600908874365452 0.0017349850582510633 0.0010000842250225831 0.0010442634515217541 0.0014271294962905938 0.0012353802035616201 0.0010516667965091925 0.0010188652558922179 0.0012206021683528365 0.0016069840017444046 0.0011368329420264002 0.0011441750585132332
leaf_count=583 141 769 275 207 36 216 71 154 306 181 451 157 363
internal_value=0 3.78979e-05 8.38317e-05 0.000208826 -0.000164001 0.000112276 1.61941e-06 0.000139549 -1.46422e-05 -0.000194883 4.48827e-05 8.68453e-05 0.0003156
internal_weight=0 0.0159067 0.0147811 0.00982555 0.00495551 0.00882546 0.00709048 0.0058551 0.00442797 0.0033763 0.00379542 0.00235744 0.00218844
internal_count=3910 3769 3186 1567 1619 1360 1085 1014 798 644 850 338 399
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=12
num_cat=0
split_feature=14 1 0 147 11 13 3 4 2 0 16
split_gain=0.000118568 8.7779e-05 0.000148016 0.000111422 8.79541e-05 0.000114278 0.000133924 0.000102475 0.000180855 6.38316e-05 0.000178022
threshold=0.054835000000000009 0.077800000000000022 -0.084074999999999997 1.0000000180025095e-35 0.080455000000000013 -0.090394999999999989 -0.015064999999999997 0.0057500000000000008 0.11230000000000001 0.18055000000000002 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8 -9 10 -4
right_child=-2 3 9 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00082003935251854197 -0.00066476537243983689 0.00065989429131136181 0.00046875606550777089 0.000698096241834458 -0.00048395149209371391 0.00045579102091842182 -0.00053743126422797435 0.00043003090519431753 -0.0005328098271341269 0.00039812211241658943 -0.00056308844914219251
leaf_weight=0.0011051403273880001 0.0010141755822962928 0.0012932133503597374 0.0010463190051600837 0.0011766257752620071 0.0010256981458116607 0.0019694870114674414 0.0017064251254688299 0.0019446593206905547 0.0012209333890132064 0.001081684739597577 0.0016670564858087124
leaf_count=993 147 269 503 164 170 753 203 119 94 28 467
internal_value=0 2.76213e-05 -0.000188533 0.000130088 5.71287e-05 0.000125353 2.43114e-05 -0.000150112 5.86741e-05 -4.63478e-06 -0.000165193
internal_weight=0 0.0152372 0.0049002 0.010337 0.00916042 0.00813472 0.0068415 0.00487202 0.00316559 0.00379506 0.00271338
internal_count=3910 3763 1991 1772 1608 1438 1169 416 213 998 970
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=10
num_cat=0
split_feature=1 4 151 4 1 16 12 52 43
split_gain=3.67039e-05 7.27167e-05 4.53868e-05 8.57717e-05 6.95363e-05 5.5184e-05 8.4024e-05 0.000118349 2.65241e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 0.11235500000000002 -0.094359999999999986 1.0000000180025095e-35 -0.080899999999999986 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 5 -5 -4 7 -7 -1
right_child=2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.0066974901446692674 0.021862695961799801 -0.023061758179998334 -0.024920232093516174 -0.0026579097990467645 0.029387824185257018 -0.016894843606482517 -0.025537739558358238 0.024413785249551682 0.01525715744224347
leaf_weight=0.0011191358216246783 0.0011664225911535145 0.0017850391988593573 0.0012723801183588124 0.001225522310366989 0.0015132137220224826 0.0011603752887306097 0.0010249422371648043 0.0017239965657761492 0.0010826071847622465
leaf_count=380 194 1586 184 108 316 195 706 199 42
internal_value=0 -0.00806265 0.00344631 0.000734169 0.0150481 -0.00683132 -0.000943845 0.00779543 0.00409771
internal_weight=0 0.00398678 0.00908685 0.00792043 0.00273874 0.00518169 0.00390931 0.00288437 0.00220174
internal_count=3910 2008 1902 1708 424 1284 1100 394 422
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=10
num_cat=0
split_feature=1 4 151 4 1 16 48 15 43
split_gain=2.9859e-05 5.92647e-05 3.69426e-05 6.98648e-05 5.70186e-05 4.5011e-05 7.14441e-05 7.44822e-05 2.15316e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 0.11235500000000002 -0.094359999999999986 0.091555000000000011 -0.017214999999999998 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 5 -5 -4 7 -7 -1
right_child=2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.0060304583337297234 0.019771251564890461 -0.020866965080489307 -0.022568843797863104 -0.0023922888383471892 0.026680246541508881 -0.024434567817293851 0.021752560649965627 0.0078614176491528364 0.013763581339616672
leaf_weight=0.0011186585517449742 0.0011611262541731402 0.0017760182818743241 0.0012648731449577174 0.0012254401880500559 0.0015007963788836818 0.0014920480595195058 0.0010284372900211218 0.0013695704465296931 0.0010802141288773215
leaf_count=380 194 1586 184 108 316 257 157 686 42
internal_value=0 -0.00728033 0.00311874 0.000665339 0.0136122 -0.00618173 -0.000853366 -0.00897771 0.00369353
internal_weight=0 0.00397489 0.00904229 0.00788117 0.00272624 0.00515493 0.00389006 0.00286162 0.00219887
internal_count=3910 2008 1902 1708 424 1284 1100 943 422
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=11
num_cat=0
split_feature=48 132 0 14 0 2 2 0 2 4
split_gain=3.40492e-05 5.80895e-05 6.44151e-05 6.62844e-05 0.000111508 7.94671e-05 8.25727e-05 6.10267e-05 8.69415e-05 6.43688e-05
threshold=0.11930500000000001 0.080815000000000012 0.15480500000000005 -0.13131999999999996 -0.10575999999999998 0.099675000000000014 0.083795000000000022 -0.06402999999999999 0.083385000000000015 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6 -9
right_child=-2 -3 -4 4 7 -7 -8 9 -10 -11
leaf_value=-0.022526566970045188 -0.017444380905821705 0.024009421027301584 -0.023939110400167038 0.027112532287488472 -0.038152873256536157 0.037873215795828023 -0.010101096575997929 -0.015713173022752904 0.0028767193594411841 0.014687927796741902
leaf_weight=0.001002135577006018 0.0010356618065257969 0.0010424516829047508 0.0010750571572054326 0.0011089481223605126 0.0010619247714115326 0.0012911688767039426 0.0012896933072758538 0.0010718403798543746 0.0010054405247357011 0.0019886409493394988
leaf_count=143 161 373 53 87 691 238 169 216 1471 308
internal_value=0 0.00145776 -0.000700047 0.00184413 0.00461389 0.0178708 0.00710364 -0.00492529 -0.0181986 0.00404087
internal_weight=0 0.0119373 0.0108948 0.00981979 0.00881766 0.00368981 0.00239864 0.00512785 0.00206737 0.00306048
internal_count=3910 3749 3376 3323 3180 494 256 2686 2162 524
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=10
num_cat=0
split_feature=39 39 42 3 47 49 1 3 15
split_gain=2.9771e-05 6.33088e-05 5.74823e-05 6.18785e-05 6.64764e-05 8.45503e-05 0.000107442 0.000110228 9.2775e-05
threshold=0.005105000000000001 0.092870000000000022 0.091955000000000023 -0.15464999999999998 0.09252500000000001 -0.006494999999999999 0.094890000000000016 0.086245000000000016 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.02401160972633639 0.028552647234610901 -0.0054354477463826947 -0.020174609969802013 0.0048117786406254226 -0.024155610705700867 -0.017952592521844588 0.030575216500332743 0.021272169263012411 -0.034247432862109357
leaf_weight=0.0010182529540434622 0.0010346418536014959 0.0011652630660407795 0.0015289643043744769 0.0013017550373445683 0.0011735027899370627 0.0017249411203174728 0.001591708014376649 0.0012253595641955467 0.0011412412745674628
leaf_count=212 215 244 669 119 254 1533 231 88 345
internal_value=0 0.0105496 -0.00222294 0.000768038 -0.00213296 0.00156691 0.00963576 -0.00166122 -0.0134347
internal_weight=0 0.0021999 0.0107057 0.00917676 0.00815851 0.00698501 0.00454201 0.0029503 0.002443
internal_count=3910 459 3451 2782 2570 2316 1852 1621 464
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=10
num_cat=0
split_feature=49 49 42 151 13 16 14 12 4
split_gain=3.03544e-05 5.20233e-05 7.24974e-05 6.50847e-05 5.99731e-05 7.14204e-05 8.08263e-05 0.000109951 6.60058e-05
threshold=-0.081419999999999979 -0.00064499999999999985 0.091955000000000023 -0.024429999999999997 0.11202500000000001 0.081265000000000018 -0.073149999999999979 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.011544636750973655 0.0013061409427353144 -0.01772340150908832 -0.019555509116263744 -0.034617126424112271 0.02666840063645446 -0.016871389130865288 0.041183751664120388 -0.011858107738966355 0.0096112690970302107
leaf_weight=0.0019228236018363773 0.001012926076343853 0.0010020067788211332 0.0014147508058626442 0.0010044884092663842 0.001102251474688014 0.001601200150078687 0.0013220932295482293 0.001132496470061934 0.0013265657533465449
leaf_count=312 372 116 747 123 175 384 247 1217 217
internal_value=0 -0.00208122 0.00120489 -0.0165804 0.005128 0.00140907 0.0075286 0.0142204 0.0253709
internal_weight=0 0.0109188 0.00890136 0.00201741 0.00748661 0.00638436 0.00478316 0.00378116 0.00264866
internal_count=3910 3598 3103 495 2356 2181 1797 1681 464
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=10
num_cat=0
split_feature=1 376 47 0 2 43 13 43 0
split_gain=2.67744e-05 6.37752e-05 6.62236e-05 7.20057e-05 6.11898e-05 6.24357e-05 5.74143e-05 3.10348e-05 1.50122e-05
threshold=0.12730000000000002 0.048375000000000008 0.09252500000000001 -0.23029999999999998 0.079395000000000007 -0.069974999999999996 -0.10939499999999998 -0.14085499999999998 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -2
right_child=8 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.019436859912543208 0.018940642015300137 0.021536908309446486 -0.024292926681323244 0.012609500877507659 -0.0084861780115456208 -0.0033527038008372596 -0.030505162300298629 0.015695497136034499 0.001911633132767568
leaf_weight=0.0014137555009472481 0.001029067867976235 0.0010357458389677254 0.0014479209159915301 0.0014825092468492397 0.0011260363336442897 0.0013359413677069959 0.0018671955513093052 0.0010039015964377123 0.0010417552783996854
leaf_count=106 211 149 327 605 248 162 1219 749 134
internal_value=0 -0.00204722 -0.00457141 -0.00110148 -0.00536175 -0.0103575 -0.0191806 0.00291135 0.010374
internal_weight=0 0.010713 0.00967726 0.00822934 0.00681558 0.00533307 0.00320314 0.00212994 0.00207082
internal_count=3910 3565 3416 3089 2983 2378 1381 997 345
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=12
num_cat=0
split_feature=14 484 474 1 4 16 151 2 3 15 52
split_gain=0.000216515 0.000106247 0.000147553 0.000112058 0.000124476 0.000149586 0.000103362 0.000129209 9.58532e-05 9.11929e-05 7.78511e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.090695000000000012 0.092005000000000017 -0.014614999999999998 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 -3 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.0005488553082598533 -0.00088600200296969902 0.00069668452860210256 0.00073226994779970322 0.00048193115340551914 -0.00054154160388295079 -0.00089446863133143802 -0.00035061928431855675 0.00046334604214390388 -0.00036177909967699399 0.00043384007606789163 -0.00025349001144156058
leaf_weight=0.0010635665127149757 0.0010205579727157041 0.0014863099321856129 0.001265565416089044 0.001796808387027179 0.0013473603459732697 0.0011106748584751207 0.0013236603387456595 0.0017294497162091507 0.0010206274270289778 0.0012482007678163089 0.0012866563067038261
leaf_count=583 147 369 374 270 144 229 150 271 82 588 703
internal_value=0 4.8005e-05 9.4629e-05 2.92854e-05 -4.77848e-05 -0.000251469 -8.91766e-05 0.000110456 0.000174861 0.000311067 8.49614e-05
internal_weight=0 0.0146789 0.0136153 0.0123497 0.0105529 0.00551115 0.00440047 0.00305311 0.00504179 0.00402117 0.00253486
internal_count=3910 3763 3180 2806 2536 794 565 421 1742 1660 1291
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=13
num_cat=0
split_feature=14 47 123 50 12 2 0 52 4 2 151 1
split_gain=0.00016665 0.000119131 0.000121393 0.000144171 0.000169484 0.000140455 0.0001503 0.000117019 0.000160462 0.000183246 0.000172836 0.000131702
threshold=0.020750000000000005 0.13206500000000002 1.0000000180025095e-35 0.081160000000000024 -1.0000000180025095e-35 0.085005000000000011 -0.10575999999999998 0.10701500000000001 -0.23071499999999998 0.089910000000000004 -0.0088999999999999982 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -7 -10 -11 -12
right_child=-2 -3 -4 -5 5 7 -8 -9 9 10 11 -13
leaf_value=-0.00066074057282875279 -0.00077386569727285446 -0.00058051402683902478 0.00065849016794947135 -0.0006804575134033013 0.0011301689481467286 -0.00068570515989080686 0.00020008362171326782 0.00055270323867063023 -0.00064871687676315353 -0.00033825279639034623 5.4650812350015103e-05 0.00094369428099919431
leaf_weight=0.0010443565689198632 0.0010349595880059853 0.0011022183574775505 0.0013046639122856673 0.0010095996107621101 0.0010426672409515891 0.0013465701177364292 0.0018589470877258402 0.0013372208834028457 0.0010435384343314932 0.0011974689221773511 0.001124169487412337 0.0014893727099834341
leaf_count=203 153 81 314 657 57 185 654 282 565 160 466 133
internal_value=0 3.98119e-05 8.9363e-05 2.99325e-05 9.23837e-05 0.000167722 0.000534301 2.66209e-05 -8.68245e-05 7.92949e-05 0.000278641 0.000561288
internal_weight=0 0.0149008 0.0137986 0.0124939 0.0114843 0.01044 0.00290161 0.00753834 0.00620112 0.00485455 0.00381101 0.00261354
internal_count=3910 3757 3676 3362 2705 2502 711 1791 1509 1324 759 599
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=12
num_cat=0
split_feature=14 147 1 52 13 2 48 16 15 13 2
split_gain=0.000225761 0.000115367 8.94393e-05 9.87276e-05 0.00010483 9.30284e-05 0.00014816 0.000117419 0.00010331 9.82203e-05 0.000144444
threshold=0.05884000000000001 1.0000000180025095e-35 0.12958500000000003 0.11588000000000002 0.17936000000000002 0.097940000000000013 0.085875000000000021 -0.0078249999999999986 -0.010894999999999998 -0.089899999999999994 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -7 -11
right_child=-2 -3 -4 -5 -6 9 -8 -9 -10 10 -12
leaf_value=2.1192095859838679e-05 -0.00090236437473466312 0.00061043513519547243 0.00038963394763070618 -0.00054697367012438672 -0.00056880362622813553 0.00065682588944274178 -0.00055949270133179979 -0.00029936318022035717 0.00088348118510746081 0.00054222072864486238 -0.00045093713681417668
leaf_weight=0.0011462261898895513 0.0010137257968461507 0.0013063352316845947 0.001952492745312214 0.0014270389625186024 0.00110251935976743 0.0016890876822207579 0.0017819174070793651 0.0014488140619935167 0.0010004398325555303 0.001094722177713568 0.001159190595716628
leaf_count=292 141 216 287 539 130 121 298 438 909 299 240
internal_value=0 5.34977e-05 7.86276e-07 -6.32833e-05 2.94043e-06 7.05726e-05 -9.71717e-05 0.000131954 0.000423056 0.000299339 3.14382e-05
internal_weight=0 0.0151088 0.0138024 0.01185 0.0104229 0.0093204 0.0053774 0.00359548 0.00214667 0.003943 0.00225391
internal_count=3910 3769 3553 3266 2727 2597 1937 1639 1201 660 539
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=14
num_cat=0
split_feature=14 43 3 48 484 0 52 12 0 16 151 4 13
split_gain=0.000251396 0.000128833 0.000189729 0.000203147 0.000199137 0.000157048 0.000157273 0.00017725 0.000160695 0.000153989 0.000133645 0.000132049 5.17382e-05
threshold=0.073890000000000011 0.18078000000000002 0.16699000000000003 0.12649500000000002 -0.0043499999999999988 -0.13027499999999997 0.10599500000000002 -0.023959999999999995 -0.074249999999999997 -0.073459999999999984 -0.0088999999999999982 -0.034289999999999994 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 12 10 -6 -10 -9
right_child=-2 -3 -4 -5 5 6 -8 8 11 -11 -12 -13 -14
leaf_value=-0.00089918471721689723 -0.0011341748083151452 -0.0007864991458235097 0.00073024060162751858 -0.0009811324467229811 -0.0005032388546048715 -0.00067275707482162053 -0.0007643841509272516 8.2487243256926495e-05 7.0079750895935672e-05 0.00087246595356886352 0.00044595575556781241 0.00086246148936960855 -0.0004951722685122272
leaf_weight=0.0010264502274641872 0.0010001121656498932 0.0010474162080960801 0.0010461993100240449 0.0010130332935817188 0.0010044539212001879 0.0013429631542505515 0.0013333198336639759 0.0010026670382192334 0.0019487963863741922 0.0013291150718504454 0.0013194354440764465 0.0013819899878353046 0.001470155423095483
leaf_count=533 135 250 180 111 74 234 457 413 378 105 108 180 752
internal_value=0 -0.000121334 -7.55536e-05 -0.000135037 -6.99029e-05 2.54851e-07 -0.000146163 -3.08227e-05 0.000117722 0.000340141 3.56857e-05 0.00039885 -0.000260946
internal_weight=0 0.016266 0.0152186 0.0141724 0.0131593 0.0121329 0.00847989 0.00714657 0.00580361 0.003653 0.00232389 0.00333079 0.00247282
internal_count=3910 3775 3525 3345 3234 2701 2414 1957 1723 287 182 558 1165
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 16 4 3 16 52 48 0
split_gain=0.000253856 0.000143861 0.000115662 8.05605e-05 0.000108572 0.000166307 0.000131739 9.75498e-05 0.000104076 0.000215921 7.01163e-05 6.21073e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 0.28937500000000005 0.092005000000000017 0.22945500000000005 0.084890000000000007 0.090225000000000014 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 10 8 9 -3 11 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00061628511175276595 -0.0009535035588800403 0.00055613769054516625 0.00066454211880771232 0.00041936637354869177 -0.00080088113632173301 -0.00084753619923810949 0.00044019556639258696 -0.00033924436446944762 0.00087215191664609458 -0.0004802763999809433 0.00014976443497451659 -0.00012997006516252246
leaf_weight=0.0011395146060483941 0.0010229643104323954 0.0019874313433995241 0.0013032082095873017 0.0019589626713659236 0.0010543663610254684 0.0011946235005552228 0.0015496834539348442 0.0010644871538003364 0.0010156516122396585 0.0012645854876026839 0.0010833143982362185 0.0010676536133159362
leaf_count=583 141 699 374 272 117 229 172 82 188 773 109 171
internal_value=0 5.46208e-05 0.000107186 5.23288e-05 -1.14033e-05 -0.000193502 -2.91859e-05 0.000191783 0.000324237 0.000153116 -0.000256118 -0.000463325
internal_weight=0 0.0156835 0.014544 0.0132408 0.0112818 0.00594964 0.00475502 0.00533216 0.00426767 0.00325202 0.00320533 0.00212202
internal_count=3910 3769 3186 2812 2540 798 569 1742 1660 1472 397 288
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=14
num_cat=0
split_feature=14 457 16 151 159 52 133 2 4 13 2 4 0
split_gain=0.000181919 0.000108109 9.76267e-05 0.000101621 0.000103737 7.77907e-05 0.000179895 0.000136216 0.000134107 0.000100717 0.000129431 5.88274e-05 5.77265e-05
threshold=0.054835000000000009 -0.0034949999999999994 -0.50388999999999984 -1.0000000180025095e-35 -0.034019999999999988 0.11110500000000002 0.087615000000000012 0.11230000000000001 0.15045000000000003 1.0000000180025095e-35 0.089910000000000004 -0.025214999999999998 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 6 7 8 9 10 11 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00054804430886666946 -0.00080290792203907579 0.00054656752556195862 0.0006816167662081332 -0.00061865813483129913 0.00026116577419839322 0.00047991670498584134 -0.00082148721637238429 -0.00059719958862847861 0.00082329697779252029 -0.00043904938579380001 0.00075114109255754646 -0.00038191780890151419 5.7089177487326412e-05
leaf_weight=0.0010620489767601765 0.0010148054781495058 0.0016643063362037575 0.00130981945030266 0.0010828653058265825 0.0010907868382458857 0.0012389803325572671 0.0010078527653853758 0.0010039093607134876 0.0010378951458965141 0.0012227532197972885 0.0011505011919940647 0.001096813288731496 0.0010061095672322913
leaf_count=304 147 242 105 455 601 265 491 225 68 267 231 224 285
internal_value=0 5.49509e-05 0.000100982 4.04353e-05 -4.58068e-05 2.429e-05 -4.98854e-05 6.78946e-05 0.000187152 4.23875e-05 0.000218739 -6.12618e-05 0.000410303
internal_weight=0 0.0149746 0.0139126 0.0122483 0.00993236 0.00884949 0.00761051 0.00660266 0.00559875 0.00456085 0.0033381 0.0021876 0.00231593
internal_count=3910 3763 3459 3217 2827 2372 2107 1616 1391 1323 1056 825 390
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=10
num_cat=0
split_feature=133 50 12 160 156 52 47 12 4
split_gain=2.6362e-05 5.96367e-05 7.42374e-05 9.44583e-05 0.00011125 9.71278e-05 7.07112e-05 0.000104512 5.3125e-05
threshold=0.08845500000000002 0.086465000000000014 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.09252500000000001 0.095565000000000011 -0.060264999999999992
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=-0.018131538902923818 -0.013066121002824766 -0.021220314816769163 0.038269424802297926 -0.017378784378361815 -0.01779541174265303 0.043481704699579168 -0.012900902269670462 -0.0080840111027425925 0.015298023021159016
leaf_weight=0.0013669815457119433 0.0014238676856710561 0.0010639592071259489 0.0015138418062400974 0.0013709382493841951 0.0011410899574032527 0.0011024461938716618 0.0011096708503894222 0.0012821301149311451 0.0017003427221769971
leaf_count=362 897 511 255 248 370 578 150 213 326
internal_value=0 0.00134808 0.00361604 0.00684023 0.0110701 0.0159801 0.00948441 0.0155654 0.0263838
internal_weight=0 0.0116514 0.0105874 0.00922046 0.00784952 0.00670843 0.00519459 0.00408492 0.00280279
internal_count=3910 3013 2502 2140 1892 1522 1267 1117 904
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=14
num_cat=0
split_feature=484 14 157 42 47 4 3 1 12 3 4 16 0
split_gain=0.000141937 0.000103691 0.000122484 9.09762e-05 0.000126672 0.000130542 9.55714e-05 0.000103654 8.34717e-05 7.14449e-05 0.000246852 9.26124e-05 1.13726e-05
threshold=-0.0043499999999999988 0.020750000000000005 -0.072409999999999988 0.10269500000000001 0.10561500000000001 -0.0017649999999999999 0.092005000000000017 0.085990000000000011 0.088325000000000015 0.11818000000000002 0.27020000000000005 -0.094359999999999986 -0.071604999999999988
decision_type=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 -7 -6
right_child=1 -3 3 -5 12 9 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00067577183690598758 0.00064078307406736684 -0.00057195769653873804 -0.00018706441583170045 -0.00052904664111900676 0.00037045758245277393 -0.00086993454407076614 -0.00027286701383207474 0.00086600954279709779 0.00055768484488926393 -0.00062951099914768235 0.00069011642132296898 -9.5825707303428891e-05 0.00066357100342182365
leaf_weight=0.0011568284802566829 0.0013565851572162691 0.0010021868714604554 0.0013156423270631653 0.0010600445207521797 0.0010325369484939875 0.0010900536593500228 0.0011744384123340765 0.00111716989611287 0.0010328198273308001 0.0013676161605967923 0.00105548889156859 0.0013061994692093583 0.0010035472408880257
leaf_count=612 389 124 503 362 112 199 95 427 448 134 192 253 60
internal_value=0 3.71872e-05 8.1068e-05 2.05927e-05 7.12771e-05 -2.4216e-05 0.000210534 0.00037435 0.000140466 -0.000250233 -9.9959e-05 -0.000447967 0.000514928
internal_weight=0 0.0149143 0.0139121 0.0125556 0.0114955 0.00945943 0.00464007 0.00346563 0.00234846 0.00481936 0.00345174 0.00239625 0.00203608
internal_count=3910 3298 3174 2785 2423 2251 1473 1378 951 778 644 452 172
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=9
num_cat=0
split_feature=1 13 42 43 4 43 4 1
split_gain=2.73242e-05 6.76656e-05 5.32753e-05 5.13923e-05 8.12683e-05 5.1012e-05 5.05984e-05 7.91541e-05
threshold=0.10113500000000002 -0.060719999999999989 0.087065000000000017 0.0033500000000000005 0.0057500000000000008 -0.083899999999999988 0.074650000000000008 0.11931500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -3 -8
right_child=1 6 -4 -5 -6 -7 7 -9
leaf_value=0.00081063242005627941 0.020501976034515926 0.014094416795666987 -0.021719321988285748 0.015500061977775651 0.016042549231605811 -0.025495681578519436 0.0068572551112107893 -0.027320221084556534
leaf_weight=0.0012641496060992723 0.0018802785647826122 0.0012518480192446179 0.0014147619422131431 0.0015516159118128059 0.0012191187583433958 0.0017682200336256995 0.0013567099390526388 0.0013538193028555323
leaf_count=543 437 288 1055 300 226 799 121 141
internal_value=0 0.00487966 -0.00431942 -7.74239e-05 -0.00576256 -0.014529 -0.00253365 -0.0102133
internal_weight=0 0.00584266 0.00721787 0.0058031 0.00425149 0.00303237 0.00396238 0.00271053
internal_count=3910 987 2923 1868 1568 1342 550 262
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=10
num_cat=0
split_feature=1 13 47 15 49 0 52 1 4
split_gain=2.77208e-05 6.42417e-05 6.34202e-05 6.42036e-05 0.000102776 0.000100821 6.33718e-05 5.67805e-05 9.68759e-06
threshold=0.11561500000000001 -1.0000000180025095e-35 0.09252500000000001 -0.033649999999999992 -0.006494999999999999 -0.032484999999999993 0.09716000000000001 0.093720000000000012 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 -7 -1 -3
right_child=1 8 -4 4 5 6 -8 -9 -10
leaf_value=-0.0031482474724405084 0.02699100182115929 0.0044501698171803558 -0.025852139304727628 -0.034782834981198121 0.016802184046167876 -0.033213890232867881 0.0017761416086439588 0.021648836931381817 -0.0092274316550319396
leaf_weight=0.0017452980461325918 0.0011363097409628591 0.0010056149706669786 0.0010661072755500508 0.0010755530078032831 0.0018865945853248308 0.0010025429270144244 0.0010701228021250397 0.0019609151280272699 0.0010675987074433566
leaf_count=779 355 95 271 301 1505 212 46 245 101
internal_value=0 0.00788095 -0.00282588 -1.74617e-05 -0.00737059 7.6087e-05 -0.0151484 0.00997161 -0.00259309
internal_weight=0 0.00320952 0.00980713 0.00874103 0.00503481 0.00395926 0.00207267 0.00370621 0.00207321
internal_count=3910 551 3359 3088 2064 1763 258 1024 196
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=11
num_cat=0
split_feature=49 3 151 151 42 47 13 47 16 1
split_gain=3.00922e-05 0.000113625 7.41573e-05 7.09558e-05 5.75163e-05 7.40418e-05 0.000117161 6.84327e-05 5.30488e-05 5.39394e-05
threshold=-0.029304999999999998 -0.08348499999999999 -0.0074049999999999993 -0.06189999999999999 0.093125000000000013 0.11069000000000002 0.0099250000000000015 0.080860000000000015 0.050115000000000007 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 8 9 -5
right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.032871095751161657 -0.028199957048345683 0.010744513367203298 -0.025524057919567401 0.0071609539829273448 -0.019466723268675989 0.027865645792251582 -0.029894183379276986 -0.016014440613643929 -0.0018720393967396253 0.038003875939994089
leaf_weight=0.0011886055121144885 0.0010057473920918507 0.0012788322378195329 0.0010082211715299397 0.0011885575807034205 0.0012996289593454708 0.0010548475948649327 0.0011302217864203948 0.0011201368714278074 0.001605025022787125 0.0010842901653853759
leaf_count=180 343 227 152 985 688 108 446 189 264 328
internal_value=0 0.00779055 -0.00524407 -0.00308577 -0.000108122 0.00339442 -0.000817798 0.00575737 0.0120462 0.021875
internal_weight=0 0.00347566 0.00228705 0.00948846 0.00848271 0.00718308 0.00612823 0.00499801 0.00387787 0.00227285
internal_count=3910 559 379 3351 3008 2320 2212 1766 1577 1313
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=10
num_cat=0
split_feature=48 4 151 4 13 16 13 3 2
split_gain=2.77616e-05 5.60468e-05 3.81066e-05 5.92227e-05 8.43446e-05 6.43059e-05 4.04022e-05 5.27938e-05 9.99615e-06
threshold=0.11930500000000001 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.062819999999999987 -0.057604999999999996 -0.0016149999999999999 -0.078669999999999976 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4 -8
right_child=-2 -3 3 4 5 -7 8 -9 -10
leaf_value=0.010549908790713113 -0.01578566324058946 0.016728888730407739 -0.0047371247173802183 -0.034852380847587489 -0.019986789281998735 0.014377525500964345 -6.6117806175972839e-05 0.025971786519831258 -0.013624165197274999
leaf_weight=0.0019886913329650808 0.0010439181895333287 0.0019483619070622378 0.0010216620534320253 0.0013006599193136912 0.0010806558630191284 0.0010976654939801927 0.0010633990753895614 0.0012384379454760184 0.0011129243327164763
leaf_count=534 161 388 1026 387 214 171 338 429 262
internal_value=0 0.00122489 -0.0018251 -0.00493424 -0.0147021 -0.00267046 0.00272556 0.01209 -0.00699941
internal_weight=0 0.0118525 0.0099041 0.0079154 0.00347898 0.00217832 0.00443642 0.0022601 0.00217632
internal_count=3910 3749 3361 2827 772 385 2055 1455 600
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=11
num_cat=0
split_feature=14 157 16 0 2 0 1 13 2 2
split_gain=0.000172103 8.37394e-05 9.71578e-05 0.000158863 0.000153274 0.000169896 0.000125453 8.83252e-05 6.89912e-05 0.000116106
threshold=0.020750000000000005 -0.072409999999999988 -0.055679999999999993 0.18055000000000002 0.10571000000000001 -0.06402999999999999 0.11561500000000001 -0.0064299999999999991 0.089910000000000004 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -7 -3 -10
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11
leaf_value=0.0004839053248910769 -0.00078987017979814059 -0.00028716138992967072 -0.00064363979542310878 0.00052516942493823697 -0.0008772495602246376 0.00057913429770453358 0.00062016742390768253 -0.00016874650948728667 0.00054474726419595607 -0.00016707028457838577
leaf_weight=0.0015157992279409742 0.0010084290634263656 0.0019420176355871349 0.0014713283353260742 0.0010294037514204657 0.0013845508857789858 0.0011997760085754212 0.0016949971017957239 0.0012290865994022473 0.0016867106734818199 0.0018443350347410615
leaf_count=496 153 980 802 34 317 92 315 106 386 229
internal_value=0 4.69494e-05 -2.17742e-06 -0.000179528 -0.000316794 -0.000117835 0.000154045 0.000200681 9.68835e-06 0.000172951
internal_weight=0 0.014998 0.0134822 0.00631415 0.00528474 0.00390019 0.00716806 0.00242886 0.00547306 0.00353105
internal_count=3910 3757 3261 1351 1317 1000 1910 198 1595 615
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=13
num_cat=0
split_feature=484 160 42 160 52 0 2 1 42 0 4 4
split_gain=0.0001193 5.53378e-05 9.04046e-05 9.15304e-05 0.000130759 0.000149879 9.62913e-05 0.000143496 0.000125973 0.000157017 8.83921e-05 0.000131796
threshold=-0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.091575000000000017 0.11110500000000002 0.12007500000000002 0.10836000000000003 0.11198000000000001 0.084100000000000022 -0.072864999999999985 0.15045000000000003 -0.0025899999999999994
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 -10 11 -4
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00062411140826495407 -0.0003662515155810736 -0.00032434981965563236 0.00075946679901279374 -0.00035785112155695316 0.00085854888999981126 -0.00057145996586548391 -0.00063750092047727583 0.00036133798095990449 -0.00059798062049350479 0.00044875171266436676 0.0010600341626578085 -0.00010285674096094479
leaf_weight=0.0011020246812912552 0.0011578430527922181 0.0018303952052274733 0.0015652266704556878 0.0012438563827806013 0.001057051904907875 0.0010380073130138454 0.0010894982688454855 0.0011229147631669036 0.0010018277365282597 0.0012243348601861511 0.0010163870415220758 0.0012068262928082107
leaf_count=612 497 903 263 165 108 118 156 211 554 164 77 82
internal_value=0 4.50072e-05 8.05522e-05 0.000144631 0.000205182 0.000130639 0.000219224 -0.000130538 0.00034788 -2.23035e-05 0.000565408 0.00038405
internal_weight=0 0.0145542 0.0133963 0.0115659 0.0103221 0.00926502 0.00822702 0.00221241 0.0060146 0.00222616 0.00378844 0.00277205
internal_count=3910 3298 2801 1898 1733 1625 1507 367 1140 718 422 345
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=11
num_cat=0
split_feature=41 150 2 133 160 484 52 0 42 15
split_gain=2.63323e-05 4.52586e-05 5.90499e-05 4.56409e-05 7.42086e-05 0.000111717 6.9468e-05 7.55516e-05 9.86571e-05 7.24609e-05
threshold=0.075585000000000013 0.11398500000000002 -1.0000000180025095e-35 0.087170000000000011 -1.0000000180025095e-35 0.085515000000000022 0.06136500000000001 -0.053834999999999994 0.085195000000000007 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 -6
right_child=-2 -3 3 -5 6 -7 -8 -9 -10 -11
leaf_value=0.026151495217555765 -0.015700029432449504 -0.017959735457207446 -0.030458319570291298 -0.017244857782621976 0.013705778960055304 0.013581812334136564 0.025143117113039737 -0.021855804227856782 0.035627131955778622 -0.02174008231190953
leaf_weight=0.0010114995618109952 0.0010034430082891338 0.0011212195871296198 0.0013563892688025015 0.0012294567837062903 0.0013127420189042356 0.0010011333987881852 0.0018788630786485466 0.0010084613226480884 0.0010021757976267738 0.001028648562032495
leaf_count=226 221 148 525 896 188 241 587 236 265 377
internal_value=0 0.00116573 0.00314588 0.000775698 0.00335539 -0.0117565 0.00907312 0.00213536 0.0093714 -0.00186673
internal_weight=0 0.0119506 0.0108294 0.00981787 0.00858841 0.00235752 0.00623089 0.00435203 0.00334357 0.00234139
internal_count=3910 3689 3541 3315 2419 766 1653 1066 830 565
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=10
num_cat=0
split_feature=49 3 151 2 0 0 3 2 151
split_gain=2.87985e-05 9.19582e-05 5.82227e-05 6.08193e-05 9.3061e-05 8.7063e-05 7.78947e-05 5.73474e-05 5.2722e-05
threshold=-0.029304999999999998 -0.08348499999999999 -1.0000000180025095e-35 0.10836000000000003 -0.014809999999999999 -0.074514999999999984 -1.0000000180025095e-35 0.11735000000000002 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -5 -3
right_child=2 8 3 7 -6 -7 -8 -9 -10
leaf_value=0.030410106474424055 -0.024374745075166016 0.0094399782188420833 -0.022912040205617851 0.029599667810389581 -0.023542816435766511 0.022473766008897302 0.0123460487865279 -0.0017195056733204932 -0.021199109811312542
leaf_weight=0.0011750131517104974 0.0011214823574872334 0.0012776579484082371 0.0014796159191737507 0.001141913252586166 0.0019268462968418231 0.0014800511523719124 0.0010868806400426046 0.001198016682060276 0.0010021120245675514
leaf_count=180 385 227 1666 210 243 344 139 364 152
internal_value=0 0.00768484 -0.00298671 -0.000101421 -0.00545476 0.00315824 -0.00798066 0.0135646 -0.00402796
internal_weight=0 0.00345478 0.00943481 0.00831332 0.00597339 0.00404655 0.0025665 0.00233993 0.00227977
internal_count=3910 559 3351 2966 2392 2149 1805 574 379
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=14
num_cat=0
split_feature=14 48 484 457 160 4 157 4 16 52 12 16 1
split_gain=0.000222974 0.000116324 0.000146126 0.000100196 0.000108549 0.000116029 0.000124509 0.000157003 0.00012478 0.000182023 0.000108318 8.20512e-05 7.68162e-05
threshold=0.056865000000000006 -0.064549999999999982 -0.0043499999999999988 0.090150000000000022 -0.098319999999999991 -0.49837999999999999 -0.070269999999999985 -0.076854999999999993 -0.094359999999999986 -0.07984999999999999 0.084100000000000022 -0.30307999999999996 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 10 11 12 -8 -9 -10
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12 -13 -14
leaf_value=0.00065981529375026089 -0.00090313618924329456 -0.00070881881315370079 -0.00049072284541143874 -0.00052715127812730331 -0.00043559139143180557 0.00088123160652359123 0.0010605168627935873 -2.5809502469664963e-05 -0.00025885524226959637 -0.00075960021011626253 0.00018211266499450836 0.00058816493732857225 0.00048528943144702033
leaf_weight=0.0011217108547197244 0.0010010623029153903 0.0010261513172354552 0.0010635996746892517 0.0010346533044134345 0.001116033107604668 0.0010171545241104288 0.0010768389357127886 0.001635234440833242 0.0010172896199691665 0.0015004967405730131 0.0010820770212450342 0.0017139911139262029 0.0011210755174821153
leaf_count=194 144 556 456 97 127 261 98 263 276 396 733 165 144
internal_value=0 5.16245e-05 4.26363e-06 5.89584e-05 0.000108086 0.000164547 0.000230443 0.000158075 1.52892e-05 -0.00023608 0.000620249 0.000288396 0.000131276
internal_weight=0 0.0155263 0.0144046 0.0133784 0.0123438 0.0112802 0.0101642 0.009147 0.00698809 0.00363886 0.00215892 0.00334923 0.00213837
internal_count=3910 3766 3572 3016 2919 2463 2336 2075 1244 816 831 428 420
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=10
num_cat=0
split_feature=159 51 484 43 16 4 3 3 2
split_gain=2.50862e-05 4.80877e-05 5.76351e-05 6.35271e-05 6.79672e-05 8.83661e-05 5.41833e-05 4.48726e-05 8.8221e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.073139999999999983 0.18936500000000003 0.0021050000000000005 -0.115685 0.086245000000000016 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 -9
right_child=1 -3 -4 6 -6 -7 7 8 -10
leaf_value=-0.013877531342756075 -0.020125989613284496 0.021125242395615682 0.020472324417252857 0.0064147816908092514 0.027466200660729131 0.016767492652228027 -0.030500320047387171 0.0090468307573839026 -0.026145830984287095
leaf_weight=0.001201711007139142 0.0013234463093285606 0.0011070815141103326 0.0011388357319499767 0.0014956215879444214 0.001117380193921992 0.0012743295129159658 0.0013839248034433452 0.0014244190364680158 0.0014248119043760179
leaf_count=520 602 264 346 197 193 255 1246 130 157
internal_value=0 0.00129525 -0.000779194 -0.0033419 0.00684274 -0.00202803 -0.00994671 -0.0157274 -0.00855193
internal_weight=0 0.0116899 0.0105828 0.00944393 0.00371516 0.00259778 0.00572878 0.00423316 0.00284923
internal_count=3910 3390 3126 2780 1050 857 1730 1533 287
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=10
num_cat=0
split_feature=484 11 43 0 15 52 1 0 4
split_gain=2.67498e-05 4.37523e-05 8.28988e-05 9.29551e-05 0.000117241 6.40973e-05 7.9471e-05 0.000111338 6.63077e-05
threshold=0.08764000000000001 0.079700000000000007 -0.068454999999999988 -0.017269999999999997 -0.053579999999999996 0.10701500000000001 0.11215000000000001 -0.23029999999999998 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -4 -9
right_child=-2 -3 5 -5 -6 -7 -8 8 -10
leaf_value=0.023306402529619158 -0.015655877508696375 -0.01822167389548995 0.024900637552373511 0.039333847491298896 -0.016688336855178208 0.018195813749618726 -0.028105525753256522 0.00030003424298221602 -0.030615882118860255
leaf_weight=0.0016206980641332515 0.0010188528260733328 0.0010531865805727325 0.0011866561708648886 0.0010940396317558744 0.0013380890564437262 0.0011164926309282369 0.0014598837077538993 0.0018383220365978893 0.0011142335432142213
leaf_count=628 357 243 89 131 648 272 236 970 336
internal_value=0 0.00123127 0.00313384 0.0144282 0.00521908 -0.00368225 -0.00804487 -0.000969554 -0.011367
internal_weight=0 0.0118216 0.0107684 0.00405283 0.00295879 0.00671559 0.0055991 0.00413921 0.00295256
internal_count=3910 3553 3310 1407 1276 1903 1631 1395 1306
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=10
num_cat=0
split_feature=52 376 47 4 52 0 15 4 3
split_gain=2.66334e-05 5.50103e-05 5.47721e-05 6.60426e-05 7.20755e-05 0.000112122 8.8026e-05 0.000149147 7.35594e-05
threshold=-0.24456499999999998 0.048375000000000008 0.09252500000000001 -0.23071499999999998 0.094070000000000015 -0.076099999999999987 -0.10192499999999999 0.015635000000000003 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.014797577724539924 -0.018511173787548282 0.021165052476833632 -0.018297547305377634 -0.022695475800836945 -0.015927136115325684 0.032615993618964487 -0.024226852249955272 0.035870999807348529 0.01282696330479809
leaf_weight=0.0011240056446530358 0.001333520620382775 0.0012474016059097438 0.0015656320632694469 0.0010919957229626413 0.0012844155447029708 0.0016307387117834261 0.0011227710672458754 0.0013501640531518623 0.0010247532707609031
leaf_count=449 137 199 304 230 673 424 1211 199 84
internal_value=0 0.00132103 -0.0010582 0.00199559 0.00563939 0.0100925 0.00208982 0.00982792 -0.00654555
internal_weight=0 0.0116514 0.010404 0.00883836 0.00750484 0.00622042 0.00458968 0.00349769 0.00214752
internal_count=3910 3461 3262 2958 2821 2148 1724 1494 1295
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=11
num_cat=0
split_feature=1375 49 49 42 15 4 52 12 52 3
split_gain=2.95915e-05 5.18898e-05 9.65473e-05 5.75015e-05 7.15713e-05 8.53252e-05 6.34244e-05 0.000166082 8.16488e-05 5.89106e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.084114999999999981 0.091955000000000023 -0.42115999999999992 0.17888000000000001 0.071660000000000015 0.051320000000000005 -0.020314999999999996 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 -8
right_child=1 3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=-0.016554591544800875 -0.0030146275160801081 -0.023664784878620105 0.036146180152258518 -0.020628616681881384 0.027104026945823052 0.030930014723208932 0.024685311690934922 -0.04258488052329179 -0.013189804337894684 -0.0056367061066527726
leaf_weight=0.0010046891883938045 0.0014580694569931649 0.0010054619559756997 0.0011079430272495768 0.0014284066206802139 0.0010031324393897458 0.001063328728276549 0.0014722134667753345 0.0010229760640746363 0.0010084395860721104 0.0011344775569760018
leaf_count=180 248 139 222 749 188 168 824 1032 89 71
internal_value=0 0.0013288 0.0138941 -0.00219945 0.00121485 0.00494597 4.81855e-05 -0.00977922 0.00690396 0.0114886
internal_weight=0 0.0117044 0.00256601 0.00913844 0.00771003 0.00670457 0.00564124 0.00303455 0.00201157 0.00260669
internal_count=3910 3730 470 3260 2511 2372 2204 1309 277 895
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=10
num_cat=0
split_feature=2 3 49 51 16 4 3 2 0
split_gain=3.00991e-05 0.000100746 6.26459e-05 7.65711e-05 4.57707e-05 6.13751e-05 6.72419e-05 8.64928e-05 3.29412e-05
threshold=0.11542500000000001 0.12566000000000002 0.024250000000000004 0.08955500000000001 -0.30307999999999996 0.15045000000000003 -0.084129999999999996 0.081110000000000015 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.019135223481133761 0.030471063687633294 -0.011898731460683161 0.02127613607296891 -0.030944851841434858 -0.019612223890971319 0.023799562114866502 -0.01219405412496841 0.025717551334605338 0.0023497924683469978
leaf_weight=0.0012840764609211601 0.0011850691133549565 0.0010660230947119064 0.0010129599242179417 0.0010075955947648216 0.0016611307266282422 0.001041878891354743 0.001878666497522964 0.0014818011970216273 0.0010174955897541524
leaf_count=241 402 172 600 272 956 59 542 530 136
internal_value=0 0.0104065 -0.00234851 -0.00490177 -0.0017648 0.00138518 -0.0024818 0.004018 0.0162042
internal_weight=0 0.00225109 0.0103856 0.00937264 0.00836505 0.00708097 0.00603909 0.00437796 0.0024993
internal_count=3910 574 3336 2736 2464 2223 2164 1208 666
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=10
num_cat=0
split_feature=2 52 52 150 3 4 12 16 12
split_gain=2.55329e-05 8.33214e-05 7.70221e-05 8.91779e-05 7.4353e-05 6.65437e-05 8.21389e-05 7.05912e-05 1.37886e-05
threshold=0.10946500000000002 0.067395000000000024 0.084890000000000007 0.086420000000000011 0.11265500000000002 0.15045000000000003 0.085325000000000012 -0.055679999999999993 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 -1 -4
right_child=1 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.03160353922559158 0.014146988456999007 0.027044167605529613 -0.028397233767508752 -0.020162521228599087 -0.021555342470390398 0.027736105587547983 -0.020895254950488596 -0.0005738582542439847 -0.011849020470405248
leaf_weight=0.0010350856552948859 0.0011241400481518862 0.0013208307997766514 0.001011498854270736 0.0014314107449075967 0.001212471526821377 0.0012892319930233025 0.0011583505569960854 0.0019974842113087967 0.0010026248454175545
leaf_count=184 388 210 542 254 169 176 1036 461 490
internal_value=0 0.006969 -0.00295153 0.00206314 -0.00437901 0.00786846 0.00175667 0.010409 -0.0201596
internal_weight=0 0.00365744 0.00892569 0.00691156 0.00233661 0.00548015 0.00419092 0.00303257 0.00201412
internal_count=3910 767 3143 2111 557 1857 1681 645 1032
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=12
num_cat=0
split_feature=14 484 157 4 1 16 151 2 12 2 0
split_gain=0.00012599 0.000113042 0.000131135 9.08163e-05 0.000130199 0.000128424 0.000118617 0.00014159 0.000113056 0.000104383 9.34876e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 -0.0017649999999999999 0.12864500000000004 -0.055679999999999993 -0.0088999999999999982 0.090695000000000012 0.098180000000000003 0.10113500000000002 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 -5 -8 9 10 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0005775808017282534 -0.0006780340488175843 0.00068615098322639609 0.00023058348993196631 -0.00058016493814931061 0.00040761691036082624 -0.00084986468118576489 -0.00037740760358493899 0.00047564189418862636 -0.0003601619664879029 -0.0001015922375640844 0.0009281596445242286
leaf_weight=0.0010595353513913252 0.0010061434505119404 0.0012743353074824012 0.0015457614851008259 0.0013984280087874085 0.001424822828506222 0.0011206377180795046 0.0013109248193303143 0.001742331415545903 0.001042212000191293 0.0013057827097729402 0.0014145951676755729
leaf_count=583 159 389 1136 144 222 241 150 266 280 212 128
internal_value=0 3.92667e-05 8.73948e-05 2.53887e-05 -0.000121329 -0.000256578 -0.000107228 0.000109383 0.000218783 0.000360218 0.000563918
internal_weight=0 0.0146394 0.0135798 0.0123055 0.00699714 0.00557232 0.00445168 0.00305326 0.00530835 0.00426614 0.00296036
internal_count=3910 3751 3168 2779 1023 801 560 416 1756 1476 1264
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=9
num_cat=0
split_feature=1 123 42 15 3 47 0 16
split_gain=2.41731e-05 4.98389e-05 5.12414e-05 6.28946e-05 0.000108816 7.5778e-05 6.20517e-05 7.73935e-05
threshold=0.12864500000000004 1.0000000180025095e-35 0.091955000000000023 0.079360000000000014 -0.10315499999999998 0.077735000000000012 -0.23029999999999998 -0.0083999999999999995
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=0.022109732882920966 0.0100226394100881 0.01811332685326416 -0.023055774253979946 -0.024406504721399776 0.017941328920230044 -0.029921475692807811 -0.029175365502178776 0.0048463887227236701
leaf_weight=0.0019430324560992295 0.0019979355891922056 0.0011064105672490198 0.0012643634112826018 0.0010404043129166232 0.0013575898778839272 0.001029340737492025 0.0010767748885216425 0.0017640501415080835
leaf_count=298 331 236 665 1015 82 312 488 483
internal_value=0 -0.00197045 -0.00431553 -0.0014299 0.00190376 -0.00560632 0.000355119 -0.00804908
internal_weight=0 0.010582 0.00947556 0.00821119 0.00717079 0.00522776 0.00419841 0.00284083
internal_count=3910 3579 3343 2678 1663 1365 1053 971
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 133 2 1 0 12 42
split_gain=8.35162e-05 6.14909e-05 7.57565e-05 7.0012e-05 8.4004e-05 0.000128606 0.000139286 0.00020474 0.000131018 7.41686e-05 8.57383e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0056849999999999991 0.10393500000000001 0.11198000000000001 -0.10783 0.08401500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 -10 -11
right_child=1 2 3 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00053572859211172452 -0.00042153804674603299 0.00052435187038947734 -0.0003705187825754623 -0.00042427689506523738 -0.00050606700090519868 0.00091310463560375006 -0.00052244010617102943 0.00056214428733797632 -0.00013415250215631337 0.00083371063410241802 5.4117654656944306e-05
leaf_weight=0.0010350479599687485 0.0010201934759521076 0.0013155681737260583 0.0013809643687820476 0.0011824663511929611 0.0010198678294954426 0.0015093026095576653 0.0017723604844292404 0.0010750735529018191 0.0013695019288537148 0.0010980345844708861 0.0010717794282706708
leaf_count=612 215 151 581 188 728 111 277 204 226 214 403
internal_value=0 4.17334e-05 7.8672e-05 2.75957e-05 7.94875e-05 0.000149188 0.000233822 -0.000112946 0.0004294 0.000223129 0.000448631
internal_weight=0 0.0138151 0.0127949 0.0114794 0.0102969 0.00891592 0.00789605 0.00284743 0.00504862 0.00353932 0.00216981
internal_count=3910 3298 3083 2932 2744 2163 1435 481 954 843 617
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=11
num_cat=0
split_feature=484 15 151 124 13 15 16 12 1 0
split_gain=9.82902e-05 7.13303e-05 8.14546e-05 7.67858e-05 0.000147363 0.000160347 0.000147142 0.000108601 0.00019975 8.1041e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.086249999999999979 -0.018779999999999995 -0.083354999999999985 1.0000000180025095e-35 -0.094359999999999986 1.0000000180025095e-35 0.095575000000000007 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 9 6 -6 8 -8 -5
right_child=1 2 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00056773002570867023 0.00041738115109674474 0.00043721832684957341 -0.00050080458635936079 1.5666104230618699e-05 -0.00057509042933332269 -0.00068130396560909297 -3.8895745659691984e-05 -0.00027617123418028516 0.0010262325224544332 0.00063401309481413159
leaf_weight=0.0011224072736452312 0.0016579226496810659 0.001377343785176093 0.0013828831276373786 0.0015712053278894283 0.0012999388066830047 0.0017549701196218452 0.0016359459717034679 0.0013465589562545858 0.0011547377243252832 0.0016928972396327326
leaf_count=612 291 282 169 286 199 985 140 496 61 389
internal_value=0 3.40069e-05 -1.4085e-05 -6.65888e-05 -9.16194e-06 -0.000165977 3.55856e-07 0.000181163 0.000401836 0.000336366
internal_weight=0 0.0148744 0.0132165 0.0118391 0.0104563 0.00719215 0.00543718 0.00413724 0.00279068 0.0032641
internal_count=3910 3298 3007 2725 2556 1881 896 697 201 675
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=10
num_cat=0
split_feature=42 160 52 43 3 49 4 49 16
split_gain=2.61865e-05 5.61415e-05 7.32727e-05 5.94045e-05 8.06764e-05 7.89448e-05 6.6078e-05 8.31242e-05 7.49273e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060039999999999989 -0.073139999999999983 -0.078669999999999976 0.089305000000000009 0.17888000000000001 -0.047309999999999998 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -5 -9
right_child=1 3 -4 5 -6 -7 -8 8 -10
leaf_value=-0.011561537686103948 0.0073045033939934615 0.0018136326353024237 -0.027042157223506336 0.010538776136371029 0.037282627688049762 0.025470745640931332 0.012932776478936628 -0.040758836584347279 -0.0050808942849870052
leaf_weight=0.0017126578621199243 0.0011402943416181882 0.0013802389930936444 0.0013641893801768271 0.0010545285044012394 0.0011977989655834482 0.0010110368272146075 0.0014114831021227424 0.0011989498938238699 0.00115632999331822
leaf_count=1060 222 348 818 112 266 151 188 489 256
internal_value=0 0.00173852 -0.0114041 0.0056522 0.0182931 6.45889e-05 -0.00526315 -0.0127953 -0.0232427
internal_weight=0 0.0109149 0.00250448 0.00841037 0.00257804 0.00583233 0.00482129 0.00340981 0.00235528
internal_count=3910 2850 1040 1810 614 1196 1045 857 745
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 160 51 151 12 2
split_gain=0.000130695 7.07549e-05 0.000119743 0.0001362 0.000117053 0.000128507 8.26024e-05 0.000161287 0.000138621 0.00010707 0.000115576
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.087825000000000014 0.077145000000000005 -0.0008699999999999999 0.098845000000000016 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 10 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00065219463852261373 -0.0004283484444833915 0.0006969244874286489 -0.00057573137778254159 0.00069171142183691503 -0.0005922996878979154 -0.00052277119578645866 -0.00031151224515026658 0.00084425066854250299 5.6320713847699635e-07 -0.00021999990730590398 0.00073866340973306461
leaf_weight=0.0011188015874826025 0.0011273032907304749 0.0011197671340509195 0.0013629598561091501 0.0010805612942747797 0.0011047843813526146 0.0012124000428048046 0.0014384855014458603 0.0012478714680569233 0.0014522566201506716 0.0014749185332871839 0.0018606182505269491
leaf_count=612 379 250 534 223 709 159 145 164 452 118 165
internal_value=0 4.33781e-05 8.31979e-05 2.7028e-05 -3.73626e-05 3.75787e-05 0.000117689 0.00020287 6.94809e-05 0.000219455 0.000415104
internal_weight=0 0.0144819 0.0133546 0.0122349 0.0111543 0.00979133 0.00868655 0.00724806 0.00600019 0.00478779 0.00331287
internal_count=3910 3298 2919 2669 2446 1912 1203 1058 894 735 617
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 1 0 3
split_gain=2.69815e-05 5.86527e-05 4.94757e-05 9.15232e-05 7.45134e-05 5.54861e-05 5.39554e-05 7.40481e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 0.11593500000000001 -0.070894999999999986 0.086245000000000016
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=-0.012191982655320194 -0.00067916463041779176 0.018298893843933236 -0.020212467308355162 -0.026109356915701678 0.034084372172282149 -0.026079918157328841 0.011975466750728921 0.0079508185498752305
leaf_weight=0.0016016685410755417 0.001187881926535852 0.0017838346686118436 0.0012263701845329029 0.0013743087120304384 0.001282007766430763 0.0010833399276979645 0.0018898395252707062 0.0011918374147446009
leaf_count=406 520 375 550 1169 195 131 494 70
internal_value=0 0.00169845 -0.00150789 0.00135615 0.017365 -0.00578192 -0.000847068 -0.0102902
internal_weight=0 0.0110194 0.00923559 0.00800922 0.00246989 0.00553933 0.00445599 0.00256615
internal_count=3910 3504 3129 2579 715 1864 1733 1239
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=10
num_cat=0
split_feature=11 3 13 1 39 0 49 15 3
split_gain=2.79184e-05 4.19605e-05 4.47301e-05 7.94396e-05 7.79993e-05 0.000281543 9.57396e-05 0.000121678 4.34287e-05
threshold=0.081005000000000008 -0.13927999999999999 -0.090744999999999978 0.083370000000000014 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -0.095799999999999982 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 -9
right_child=-2 2 4 -5 -6 -7 7 8 -10
leaf_value=0.018877955476988145 -0.015970503910222807 -0.0041539226954835024 -0.026172069955443619 0.032496392394206847 0.015817564671407769 -0.056520958085972788 -0.012639010755595188 0.0099571014482773782 0.037076666847001491
leaf_weight=0.001219913512974736 0.0010136762581844519 0.0014185021565470877 0.0011006251454004495 0.0010142689642164324 0.0015398507357638966 0.0010523287101282678 0.0018099252767907435 0.0013656514672022281 0.0010403006941318016
leaf_count=166 233 243 150 276 345 263 315 1833 86
internal_value=0 0.00133745 -0.000731686 0.0111263 -0.00437929 -0.00926247 9.16973e-05 0.00694829 0.0216832
internal_weight=0 0.0115614 0.0103415 0.00243277 0.00790868 0.00636883 0.0053165 0.00421588 0.00240595
internal_count=3910 3677 3511 519 2992 2647 2384 2234 1919
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=10
num_cat=0
split_feature=48 12 51 1 12 52 157 0 4
split_gain=2.39312e-05 5.74512e-05 9.51426e-05 0.000112924 0.000110452 0.000109045 6.31724e-05 7.38196e-05 5.04806e-05
threshold=0.11930500000000001 -0.036459999999999992 0.08955500000000001 0.11198000000000001 0.092365000000000017 0.092885000000000009 -1.0000000180025095e-35 -0.070894999999999986 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.015318293480114068 -0.014787043244155898 -0.014262366351120076 -0.02288291084088272 0.051871127849929768 0.0073393561068971552 -0.024408839175325672 -0.0090358988094075814 0.032565074459609114 0.018888588708571897
leaf_weight=0.0017714876353528723 0.001013468982986117 0.001029486999616221 0.0011395630792907828 0.0010001046210744869 0.0012570369747294391 0.001331705182168158 0.0014158283026248449 0.0013462338857096589 0.0011927390202967499
leaf_count=465 161 461 376 102 139 556 1135 278 237
internal_value=0 0.00124323 0.00426387 0.00787229 0.0270707 0.00101137 0.00780315 0.0135471 0.00373227
internal_weight=0 0.0114842 0.0097127 0.00857313 0.00225714 0.00631599 0.00498429 0.0039548 0.00260857
internal_count=3910 3749 3284 2908 241 2667 2111 1650 1372
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=14
num_cat=0
split_feature=14 484 457 474 12 2 52 160 52 13 4 12 1
split_gain=0.000144412 0.00010849 0.000151993 9.72955e-05 8.76176e-05 0.000228212 0.000125802 0.000131267 0.000129848 0.000126498 0.000130211 0.000111414 6.34994e-05
threshold=0.056865000000000006 -0.0043499999999999988 -0.0034949999999999994 0.059400000000000008 -0.036459999999999992 0.094825000000000007 -0.081429999999999989 -1.0000000180025095e-35 -0.24456499999999998 -0.083924999999999986 0.0057500000000000008 0.091475000000000015 0.10647000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -6 11 -11 -9 -12
right_child=-2 2 3 -5 6 -7 7 9 -10 10 12 -13 -14
leaf_value=-0.00070195454064198688 -0.0008957419304449518 -0.00081520684769576879 -0.0011005994988486129 0.00050994766717760327 -5.6450512593778259e-05 0.00021240532333493596 -0.00073023379956301297 0.0008376983238031631 0.00089895357920923686 -0.00062049397130785929 0.00039336097726182543 -2.1737732997127762e-06 -0.00023572463681758042
leaf_weight=0.0011754115954784325 0.0010059468983454048 0.001011674371306428 0.0010276138315050002 0.0011828228668725157 0.0011160285259471381 0.0010083281334857194 0.001155040776623764 0.0010078285351089568 0.0010724982287895523 0.0018101973756328577 0.0012070337853023611 0.0015278606128354966 0.0012617501093895866
leaf_count=583 144 191 186 314 282 215 398 268 150 847 157 100 75
internal_value=0 -0.000129187 -8.23977e-05 -2.69769e-05 -7.90581e-05 -0.000450316 -4.64954e-06 -0.000118995 0.00041175 -1.53943e-05 -0.000221044 0.00033164 7.18469e-05
internal_weight=0 0.0155641 0.0143887 0.013377 0.0121942 0.00203594 0.0101582 0.00796971 0.00218853 0.00681467 0.00427898 0.00253569 0.00246878
internal_count=3910 3766 3183 2992 2678 401 2277 1845 432 1447 1079 368 232
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=14
num_cat=0
split_feature=14 158 48 50 0 12 15 0 1 42 16 12 12
split_gain=0.000214445 0.000124655 0.00013966 0.000156519 0.000137667 0.000169452 0.000148985 0.000161943 0.000139508 0.000117117 0.000177505 9.50103e-05 7.73418e-05
threshold=0.064610000000000015 0.085745000000000002 0.12675000000000003 0.086465000000000014 -0.13027499999999997 -0.036459999999999992 -0.08262499999999999 -0.19631499999999999 0.12577000000000002 0.085545000000000024 0.15737500000000001 0.085185000000000025 0.10058500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 11 -11 -7 -13
right_child=-2 -3 -4 -5 5 8 -8 -9 -10 10 -12 12 -14
leaf_value=-0.00017553044978512039 -0.00089305167971043243 -0.00060810135466611668 -0.00058989407043744189 -0.00058081720403158998 -0.00056492773846861081 -0.00011855438587982422 0.0010521946935226432 0.00083497762708266703 0.00083014057210676305 -0.00087030979490154269 0.000275297125818033 0.00076710409778152659 8.6253114753428387e-05
leaf_weight=0.0014999901193428755 0.0010048552696069182 0.0010610773687711626 0.0010837548412618954 0.0010642403521585698 0.0013756608442436688 0.0015971400615227369 0.0012995016259018466 0.0010273488376400502 0.0010960421801533352 0.0010606614486602115 0.0010201133379297098 0.0015588301869465299 0.0010899931219110197
leaf_count=82 138 381 121 636 265 374 119 135 79 631 168 594 187
internal_value=0 4.10549e-05 8.768e-05 0.000141321 0.000202194 6.71599e-05 0.000512655 0.000235235 0.000184304 7.242e-05 -0.000308669 0.000259176 0.000486933
internal_weight=0 0.0158344 0.0147733 0.0136895 0.0126253 0.00879844 0.00382684 0.00252734 0.00742278 0.00632674 0.00208077 0.00424596 0.00264882
internal_count=3910 3772 3391 3270 2634 2298 336 217 2033 1954 799 1155 781
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=13
num_cat=0
split_feature=484 156 160 42 160 133 2 48 3 1 2 2
split_gain=0.000139382 7.6425e-05 0.000106057 0.000124183 7.84677e-05 0.000144941 0.000122496 0.000192859 0.000139509 0.000131438 7.60663e-05 3.55801e-05
threshold=-0.0043499999999999988 0.091280000000000014 0.091575000000000017 -0.10770999999999999 -0.092169999999999988 -0.0023199999999999996 0.10113500000000002 0.085790000000000019 -0.077894999999999978 0.10937500000000001 0.081110000000000015 0.11005500000000001
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 11 -10 -8
right_child=1 -3 -4 4 5 6 9 -9 10 -11 -12 -13
leaf_value=-0.00066872730926532834 -0.0005379790241508114 -0.00048802249305169914 -0.00047558314629529718 -0.00034173443525991405 -0.00037037369406780216 0.00029512009647998221 -0.00052217523627788674 -0.00014828037027255484 0.00065744106305082295 0.00054679540374970661 0.0013363479524936962 -2.2438831113344292e-05
leaf_weight=0.0011735718670205187 0.0010012897051408154 0.0010086713607809763 0.0012429513536338704 0.0010062918286086785 0.0013455627456069692 0.0019819213580408923 0.0010601871437639762 0.0013981410504040476 0.001298121474922179 0.0011835188383921696 0.0012411552153279715 0.0011332616433718523
leaf_count=612 178 322 206 450 749 531 114 165 168 198 91 126
internal_value=0 3.31152e-05 7.09529e-05 0.000124656 0.000181617 0.000231105 0.000318164 0.00048817 0.000684986 2.0169e-05 0.000989279 -0.000263983
internal_weight=0 0.0149011 0.0138924 0.0126495 0.0116482 0.0106419 0.00929631 0.00591934 0.0045212 0.00337697 0.00253928 0.00219345
internal_count=3910 3298 2976 2770 2592 2142 1393 955 790 438 259 240
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=13
num_cat=0
split_feature=14 484 1375 157 14 0 12 13 3 13 15 43
split_gain=0.000123515 0.000104428 9.77617e-05 8.27075e-05 8.74504e-05 0.000136778 0.000138008 0.000114619 0.00014384 0.000248093 9.45978e-05 6.21726e-05
threshold=0.020750000000000005 -0.0043499999999999988 -1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 -0.13027499999999997 -0.036459999999999992 0.23436000000000004 -0.115685 -0.060719999999999989 -0.10071499999999999 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 -7 8 -8 11 -6 -10
right_child=-2 2 3 4 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.00054386905026075139 -0.00067311590775280994 -0.00047781599972135787 0.00059869557308572688 -0.00048046989304400401 0.00097869311131269766 -0.00053686383206955838 0.00054265040375798309 0.0007382466911171942 0.00047111574111654241 -0.00080449008881664018 0.00018733348769760838 -0.00010758050202139063
leaf_weight=0.0011232529642067552 0.0010206796620885741 0.0011222812219010116 0.0012795528512686777 0.0010013415052731707 0.0010567140281498421 0.0014724504161616348 0.0015053440103872827 0.0010000335397354898 0.0014151981687453054 0.001505250082655599 0.00128937868858008 0.0014400946399008149
leaf_count=583 153 135 330 114 132 262 158 91 311 918 159 564
internal_value=0 3.14921e-05 7.73675e-05 0.000125424 7.36027e-05 0.00012553 7.85272e-06 0.000124671 2.00673e-05 -0.000160338 0.000543773 0.000179245
internal_weight=0 0.0152109 0.0140876 0.0129654 0.0116858 0.0106845 0.00833837 0.00686592 0.00586589 0.00436054 0.00234609 0.00285529
internal_count=3910 3757 3174 3039 2709 2595 2304 2042 1951 1793 291 875
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=13
num_cat=0
split_feature=14 457 52 1 157 16 151 2 16 1 0 2
split_gain=0.000161297 9.90689e-05 0.000109143 0.000115714 0.000146446 0.000143042 0.000155507 0.000159434 0.000154289 0.000135713 8.82622e-05 0.000112538
threshold=0.056865000000000006 -0.0034949999999999994 -0.27466499999999994 1.0000000180025095e-35 -0.062769999999999979 -0.055679999999999993 -0.044604999999999992 0.089910000000000004 0.099280000000000021 0.11215000000000001 -0.084074999999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 6 -6 -8 -7 -9 -4 -12
right_child=-2 2 3 4 5 8 7 9 -10 -11 11 -13
leaf_value=-0.00051748552225679167 -0.00078162321931571994 -0.00050264900453779384 -0.00064490545080469856 0.00088492501617946451 -0.00025920851059463301 -0.00066656745849259357 9.9671341392129791e-05 0.0013689453534138838 0.00033662876329069443 0.00037530908102493112 0.00034333442999903713 -0.00036646305793156875
leaf_weight=0.0011845446654280304 0.0010078843166061091 0.001166708980539913 0.0010081536389421964 0.0012156692204261244 0.0012755167100261099 0.001393484641903352 0.0017978987437693656 0.0011047650497324343 0.0010214885162382198 0.0010131113381742589 0.0018538617138342322 0.0015999931275994641
leaf_count=307 144 369 822 192 158 323 452 58 119 162 580 224
internal_value=0 2.7663e-05 7.23498e-05 0.000122851 0.000253001 0.000152003 0.000335401 0.000529089 -0.000242234 0.000893628 -0.00013447 1.45218e-05
internal_weight=0 0.0156352 0.0144507 0.0132839 0.00882193 0.00760626 0.00519129 0.00391578 0.00241497 0.00211788 0.00446201 0.00345385
internal_count=3910 3766 3459 3090 1464 1272 830 672 442 220 1626 804
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=13
num_cat=0
split_feature=484 474 49 0 42 0 52 2 1 2 4 12
split_gain=0.000113647 6.82667e-05 6.79465e-05 0.000104241 0.00013728 0.000130096 0.000134277 0.000280722 0.000168331 0.000121117 0.000163369 7.87375e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081419999999999979 -0.075584999999999986 0.084100000000000022 -0.053834999999999994 0.10701500000000001 0.10113500000000002 0.11215000000000001 0.11230000000000001 0.0057500000000000008 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 9 -5 7 8 -7 10 -4 -2
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0006171865478873345 -4.8732189767203471e-05 0.00047263096101794961 -0.0004818972467873003 0.00071905422682288632 -0.00081770279344276528 0.00071028152610194358 0.00056204386858179581 -0.0010806050128845841 -0.00038132550737939578 -0.00059812161651664228 0.00045475393029548622 0.00068909870520653864
leaf_weight=0.0011257560495230396 0.0011729738572036708 0.0012239698673034956 0.0011202863644491062 0.0011114412206559409 0.0013038774303321572 0.0010840851894534822 0.0010857938304037716 0.0010271615029950575 0.0010883747482513836 0.0012901797048425218 0.0019835642276456863 0.0010572972973721638
leaf_count=612 166 318 772 395 721 87 88 206 79 143 228 95
internal_value=0 2.94648e-05 -1.12422e-05 -7.4019e-05 -0.000258989 0.00012127 -3.37684e-05 -0.000235958 0.0001634 -9.31977e-05 0.000116684 0.000301049
internal_weight=0 0.014549 0.013325 0.0110948 0.00569791 0.00539686 0.00428542 0.00319962 0.00217246 0.00439403 0.00310385 0.00223027
internal_count=3910 3298 2980 2719 1864 855 460 372 166 1143 1000 261
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=12
num_cat=0
split_feature=484 474 160 133 40 151 13 160 2 2 15
split_gain=9.91154e-05 6.09709e-05 7.65235e-05 0.000137346 9.5168e-05 0.000153091 0.000140623 0.000127595 0.000167655 0.000150426 9.47267e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.081174999999999983 -0.08373499999999999 0.16421000000000002 0.087825000000000014 0.10679500000000001 0.092175000000000021 -0.064869999999999983
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=-0.00057923942541821211 -0.00043240244681627395 0.00045611877687299599 -0.00057778248381926589 0.00066855762188539232 -0.00066936552844888599 -1.2038893296079206e-05 -0.00044573536437100386 -0.00029650705141004663 -0.00014210883120964625 0.0011974962641113412 0.00070859821303128365
leaf_weight=0.0011045181688400076 0.0014526533306280275 0.0011862152464298262 0.0012174341580424826 0.0010827027942507195 0.0010024986439687343 0.0013716799785615046 0.001314783400719291 0.0013130466043929784 0.0016526624200149838 0.0011534853540071041 0.0014349121655848535
leaf_count=612 556 318 820 170 141 145 114 149 291 181 413
internal_value=0 3.05773e-05 -8.26461e-06 4.5111e-05 0.000118552 5.41258e-05 0.000142141 0.000253743 0.000382469 0.000601392 0.000356398
internal_weight=0 0.0141821 0.0129959 0.0115432 0.0103258 0.00924307 0.00824057 0.00692579 0.00561274 0.00396008 0.00280659
internal_count=3910 3298 2980 2424 1604 1434 1293 1179 1030 739 558
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=10
num_cat=0
split_feature=1375 49 49 12 2 3 1 2 2
split_gain=2.49507e-05 5.1581e-05 9.77517e-05 4.9956e-05 0.000100634 6.57739e-05 8.98016e-05 8.22402e-05 5.08612e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.084114999999999981 0.051320000000000005 0.08400500000000001 0.12566000000000002 0.10521500000000002 0.088485000000000022 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -6
right_child=1 3 -4 4 8 -7 -8 -9 -10
leaf_value=-0.015293518948560013 -0.0034532702978246803 0.022379760254931123 0.035600754922184383 -0.029935798836078061 0.012149288542541603 -0.014517494939590633 0.034976301984014142 -0.014929997875933562 -0.016166874758656479
leaf_weight=0.0010168934564265533 0.0014820105502229147 0.001019046960186714 0.001129257087887788 0.0016288464097527623 0.0016905286124182335 0.0013287338367918046 0.0011208949693047371 0.0014058436807178609 0.0010153048729315294
leaf_count=180 248 124 222 802 1324 172 229 198 411
internal_value=0 0.00103041 0.0134359 -0.00248716 -0.0102975 0.00445822 0.0115691 0.000749223 0.00152427
internal_weight=0 0.0118205 0.00261127 0.0092092 0.00433468 0.00487452 0.00354579 0.00242489 0.00270583
internal_count=3910 3730 470 3260 2537 723 551 322 1735
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=10
num_cat=0
split_feature=151 2 4 52 13 1 3 43 52
split_gain=2.47105e-05 6.17946e-05 5.89923e-05 5.26209e-05 9.78579e-05 7.03537e-05 9.12805e-05 8.66584e-05 6.83402e-05
threshold=-0.084764999999999993 -1.0000000180025095e-35 0.27608500000000008 0.11401500000000002 -0.083514999999999992 0.089175000000000018 -0.069909999999999986 -0.074254999999999988 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -6 -7 -3
right_child=1 2 -4 -5 5 7 -8 -9 -10
leaf_value=-0.01172821847887239 0.021732124770921221 0.001020923732309581 0.019838604576965596 -0.023920568299769532 -0.014035815704252289 -0.0019726650841863139 0.023640283472159827 -0.039420052453236466 0.035054976533098241
leaf_weight=0.0016319186080862901 0.0013234507170514801 0.0013841911985438705 0.0011651858290133319 0.0011628952953985396 0.0014633797985635004 0.0012150850828046046 0.0011471389930883835 0.0012575242203964436 0.0010282946977155302
leaf_count=406 248 484 265 541 970 181 259 360 196
internal_value=0 0.00144703 -0.00128578 -0.00412851 -0.00105791 -0.00892947 0.00252017 -0.0210177 0.0155276
internal_weight=0 0.0111471 0.0098237 0.00865851 0.00749561 0.00508313 0.00261052 0.00247261 0.00241249
internal_count=3910 3504 3256 2991 2450 1770 1229 541 680
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=13
num_cat=0
split_feature=14 484 157 13 2 16 16 151 1 0 15 13
split_gain=0.000137611 8.69958e-05 0.000130007 7.05807e-05 0.000146947 0.000104029 0.000190708 0.000161471 0.000170375 0.000132328 7.89532e-05 3.47949e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.091229999999999992 0.097940000000000013 0.22945500000000005 -0.055679999999999993 -0.0088999999999999982 0.095575000000000007 -0.11524 -0.038029999999999987 -0.42334499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -9 -10 -8 -6
right_child=-2 2 3 5 11 -7 10 8 9 -11 -12 -13
leaf_value=-0.00049483447070979719 -0.00071640121088446178 0.00066468432327297937 -0.00028574973150859699 -0.00050990054511933203 0.0003233586280306623 0.00033673429382679373 -0.0010161369107657583 -0.00022558787443773001 0.00014633076813200683 0.0011476046390245555 -0.00032303316792914332 0.00083378004440350605
leaf_weight=0.0011129248447928073 0.0010051256489862622 0.001302618880500925 0.0011848900901472456 0.001401715930373572 0.0010159190185911708 0.0019175192050932266 0.0010546043702362971 0.0014942993232608974 0.0010152736919118339 0.0010145899033964572 0.0015763846837954015 0.0010382165685908825
leaf_count=583 153 389 253 148 69 345 225 1018 56 170 381 120
internal_value=0 3.28255e-05 7.47236e-05 1.42761e-05 0.000264144 -7.11466e-05 -0.000174644 5.30022e-05 0.000276894 0.000646799 -0.000600857 0.00058134
internal_weight=0 0.015129 0.014016 0.0127134 0.00323903 0.00947439 0.00755687 0.00492588 0.00352416 0.00202986 0.00263099 0.00205414
internal_count=3910 3757 3174 2785 442 2343 1998 1392 1244 226 606 189
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=10
num_cat=0
split_feature=1 4 2 15 15 1 15 1 43
split_gain=2.58743e-05 9.03799e-05 4.06483e-05 3.99376e-05 0.0001151 0.000138095 8.48701e-05 8.37388e-05 1.68649e-05
threshold=0.076710000000000014 -0.084009999999999987 0.12918000000000002 0.024640000000000006 -0.017214999999999998 0.11052000000000002 -0.093099999999999974 0.10113500000000002 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -7 -2 -1
right_child=2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0020961252733475845 -0.0014357024499890188 -0.023974396600290503 0.020642854985904721 -0.018103061493449691 0.030663013131530293 -0.0052439808694577294 -0.042762247388172941 0.033164849956680481 0.015603245392776006
leaf_weight=0.0010864511984925475 0.0019092063518075216 0.0017392009692955785 0.0011117828994285173 0.001033623965422734 0.0012301742313844 0.0014763073210215909 0.001019167247241215 0.0011038698352389652 0.0010671326764051803
leaf_count=380 296 1586 271 512 308 197 144 174 42
internal_value=0 -0.00701886 0.00275823 0.000199953 0.00300737 -0.00316871 -0.0205667 0.0112405 0.00667417
internal_weight=0 0.00389278 0.00888413 0.00777235 0.00673872 0.00550855 0.00249547 0.00301308 0.00215358
internal_count=3910 2008 1902 1631 1119 811 341 470 422
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=10
num_cat=0
split_feature=1 13 47 52 2 160 2 4 16
split_gain=2.70842e-05 6.92007e-05 6.89512e-05 5.43144e-05 6.33237e-05 7.51576e-05 6.5573e-05 0.000182266 6.82681e-07
threshold=0.11561500000000001 -1.0000000180025095e-35 0.09252500000000001 -0.092854999999999979 0.084235000000000018 -1.0000000180025095e-35 0.11005500000000001 -0.12499499999999999 -0.03800499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -3
right_child=1 8 -4 4 5 6 -8 -9 -10
leaf_value=-0.019873732081075499 0.027868354038594268 -0.0013412878972277969 -0.027108841436915634 0.020043288693764684 -0.022954078815781428 -0.037850815069568756 0.02270758953813944 0.01411778475892622 -0.005021522800308308
leaf_weight=0.0011716620805888069 0.0011147671160033528 0.0010089232880019208 0.0010431103435729972 0.0017297744832837662 0.0012968008649844103 0.0010300454733238569 0.001356977237114157 0.0019572236722833558 0.0010072472488874536
leaf_count=595 355 92 271 745 654 55 168 871 104
internal_value=0 0.00787481 -0.0028378 0.000125898 0.00330503 -0.0018276 0.00447886 -0.0038016 -0.00317988
internal_weight=0 0.00313094 0.00958559 0.00854248 0.00737082 0.00564105 0.00434425 0.00298727 0.00201617
internal_count=3910 551 3359 3088 2493 1748 1094 926 196
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=10
num_cat=0
split_feature=11 43 2 42 4 2 12 52 15
split_gain=2.77898e-05 5.21953e-05 8.36708e-05 7.67346e-05 5.21398e-05 6.88829e-05 7.25922e-05 0.000118697 4.68303e-05
threshold=0.081005000000000008 -0.053009999999999995 0.096540000000000015 0.088345000000000021 0.080255000000000007 0.11165000000000001 0.080120000000000011 -0.066329999999999986 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 -6
right_child=-2 4 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.012864612749893851 -0.016025034673138479 -0.020248082126451707 0.029666054745792522 0.020362729311008135 -0.002628922337309032 0.020667151617755369 -0.025558853144470053 0.024047115035588297 -0.031520211881493357
leaf_weight=0.001773998072613497 0.0010181883197928768 0.0010880627861818565 0.0014323881163686453 0.0011427265704023934 0.0011567094061103842 0.0013852056029300744 0.0012096467128874609 0.001362522700757862 0.0010894594339445475
leaf_count=872 233 153 471 387 173 203 1050 151 217
internal_value=0 0.00120304 0.0098734 0.000153334 -0.00396843 0.00167372 -0.0055143 0.00438 -0.0166421
internal_weight=0 0.0116407 0.00434911 0.00291672 0.00729161 0.00504544 0.00366023 0.00245059 0.00224617
internal_count=3910 3677 1730 1259 1947 1557 1354 304 390
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=9
num_cat=0
split_feature=14 52 133 13 1 48 2 15
split_gain=2.52216e-05 5.17722e-05 9.6886e-05 9.24623e-05 7.97828e-05 7.82987e-05 7.49775e-05 6.9338e-05
threshold=-0.13131999999999996 0.11110500000000002 0.08845500000000002 -0.094679999999999986 0.11215000000000001 0.091125000000000025 0.096750000000000017 -0.089964999999999976
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=-0.01477858651890681 0.021734413771400302 0.017255550157526899 -0.030390984733169743 -0.015853194144826062 -0.020796447463876343 0.027881905748400278 -0.026387037097153052 0.016240690137206526
leaf_weight=0.0010798095447396771 0.0018438302484774299 0.0017111190601559736 0.0010440566024879595 0.0010384372047208587 0.0019196542004584656 0.0010215469177022951 0.0010296861216393012 0.0019138126555343458
leaf_count=172 330 628 679 208 223 189 370 1111
internal_value=0 0.00120467 -0.00159473 0.00183461 -0.00346528 0.00318406 -0.00315205 0.00495185
internal_weight=0 0.0115221 0.00981102 0.00876697 0.00692314 0.00500348 0.00398194 0.00295225
internal_count=3910 3738 3110 2431 2101 1878 1689 1319
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=13
num_cat=0
split_feature=484 49 15 1 48 52 43 3 4 15 2 47
split_gain=8.74918e-05 6.54046e-05 8.51395e-05 0.000111475 0.000111796 7.19269e-05 0.000101037 9.38699e-05 0.000101004 8.99666e-05 5.68784e-05 2.69219e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.084050000000000014 0.13662500000000002 -1.0000000180025095e-35 -0.081429999999999989 0.093240000000000017 -0.10315499999999998 -0.00072999999999999985 -0.10071499999999999 0.091250000000000012 0.089945000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 -7 -9 11 -6 -10
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.00054067860346002593 0.00051179412927118239 -0.00060275056493393968 -0.00053675663251063468 0.00065420192061870809 6.9847213060870064e-05 0.00045054291600216801 -0.00061846285102419639 0.0003250997344661567 -0.00026084025035607108 -0.00069858818568699235 0.0006302448856685646 0.00019049837425191829
leaf_weight=0.0011072039564014617 0.0010125292980947371 0.0011234123897827545 0.0010658361498907523 0.0010431272337631534 0.0015929428903301976 0.0016031935876893409 0.001042583504382094 0.0014964284156797993 0.001007581121139738 0.0012692199080342236 0.0012371138140288042 0.0010250238169172143
leaf_count=612 111 162 1109 187 274 125 133 362 170 226 364 75
internal_value=0 3.11399e-05 -4.89295e-06 4.06738e-05 -1.54778e-05 4.87372e-05 -5.24202e-05 3.97694e-05 -9.74784e-05 -0.000288996 0.000314816 -3.32344e-05
internal_weight=0 0.014519 0.0135065 0.0124406 0.0113975 0.0102741 0.00744403 0.00640145 0.00479825 0.00330182 0.00283006 0.0020326
internal_count=3910 3298 3187 2078 1891 1729 1091 958 833 471 638 245
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=10
num_cat=0
split_feature=1 47 16 4 4 52 2 43 2
split_gain=2.76749e-05 5.98264e-05 5.81779e-05 4.57487e-05 7.1815e-05 0.000105872 0.000140965 6.02706e-05 5.15903e-05
threshold=0.11561500000000001 0.09252500000000001 -0.063614999999999991 0.05309500000000001 -0.0010999999999999996 -0.088354999999999989 0.10113500000000002 -0.00084499999999999994 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7 -5
right_child=2 -3 -4 8 -6 6 -8 -9 -10
leaf_value=-0.023895596237867536 0.021091919655722682 -0.025634499789157123 -0.0062735906608517335 0.027454677916163579 -0.023885922219573762 0.0054925891138329908 -0.018547902599158214 0.036967990737245236 -0.0037889848512112339
leaf_weight=0.0012315768265713555 0.0016268861064500286 0.0010268624543552764 0.0014869073914290714 0.0011148727877109497 0.0014483059846248326 0.0010637085214246225 0.0011744638275905956 0.0014211655357179865 0.0010048364281486635
leaf_count=526 315 271 236 255 340 1165 194 420 188
internal_value=0 -0.00284099 0.00802426 -7.39947e-05 -0.00432657 0.00146538 0.0100008 0.0234942 0.0126438
internal_weight=0 0.00948579 0.00311379 0.00845893 0.00633922 0.00489091 0.00365934 0.00248487 0.00211971
internal_count=3910 3359 551 3088 2645 2305 1779 1585 443
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=9
num_cat=0
split_feature=0 1 2 14 151 3 0 12
split_gain=2.49976e-05 8.08354e-05 8.08925e-05 0.000118367 8.14187e-05 6.1663e-05 6.91277e-05 8.01059e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 -1.0000000180025095e-35 -0.0088999999999999982 0.076695000000000013 0.12346000000000001 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -2
right_child=5 2 3 4 -6 -7 -8 -9
leaf_value=-0.021759737885051728 0.043803285527344943 -0.015039210660090811 -0.019503402215257842 0.0027790043792226236 0.034938877047116311 -0.01338628557816321 -0.0066544903386876594 0.0052822413484731739
leaf_weight=0.00186254113592759 0.0010188782125409314 0.0019052899788595803 0.0010364987450006517 0.0015185960138633546 0.0016345428248715045 0.0012319889740260836 0.0011839419444602574 0.001148218545663928
leaf_count=1948 189 729 110 184 233 161 148 208
internal_value=0 -0.00352731 0.00204432 0.00981326 0.0194502 0.00574404 0.0127772 0.0233932
internal_weight=0 0.00795747 0.00609493 0.00418964 0.00315314 0.00458303 0.00335104 0.0021671
internal_count=3910 3204 1256 527 417 706 545 397
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=9
num_cat=0
split_feature=0 1 4 49 3 15 16 13
split_gain=2.54754e-05 6.01724e-05 4.96432e-05 8.58424e-05 7.29834e-05 5.47825e-05 9.31089e-05 3.0882e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0057500000000000008 -0.047309999999999998 -0.010319999999999998 -0.055679999999999993 -0.09601999999999998 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 -2
right_child=7 2 3 5 -6 -7 -8 -9
leaf_value=-0.017847057421361483 0.022290678616509123 0.010001115761812857 0.032578146647130761 0.0091821995278359211 -0.021515570416553852 0.020019997631763806 -0.025590851792118303 -0.0018051527482445895
leaf_weight=0.0019800938141401299 0.0010292648265267752 0.0012411624423181882 0.0010766477649664097 0.0017886131526362497 0.0018008273166490213 0.0011142878024966666 0.0013521481117045372 0.0011006859272959524
leaf_count=1905 116 762 116 300 285 95 192 139
internal_value=0 -0.00217 0.0015371 0.00735301 -0.00865645 0.000970334 -0.00578816 0.00983877
internal_weight=0 0.0103538 0.00837369 0.0053317 0.00304199 0.00425505 0.00314076 0.00212995
internal_count=3910 3655 1750 703 1047 587 492 255
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=10
num_cat=0
split_feature=11 43 2 42 4 4 43 4 15
split_gain=2.6112e-05 4.92533e-05 7.24051e-05 6.16523e-05 4.34547e-05 6.66036e-05 0.000100253 4.87413e-05 4.52882e-05
threshold=0.081005000000000008 -0.053009999999999995 0.096540000000000015 0.085195000000000007 0.080255000000000007 0.0057500000000000008 0.0033500000000000005 -0.065054999999999988 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 -6
right_child=-2 4 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.01489084783500298 -0.015604988091270583 -0.03478891805241284 0.028237693872521431 0.014387328323834814 -0.0015868909430310767 0.019997119952382333 0.015718963588948351 -0.0049838199172440928 -0.030193573859667939
leaf_weight=0.0013577304492694354 0.0010000140019455544 0.0010354685271636635 0.0014140704475757463 0.0015293457532696323 0.0011396546241657251 0.001382781016282455 0.0013367966031161212 0.0011671029459847822 0.0010758389571100184
leaf_count=672 233 669 471 587 173 188 443 257 217
internal_value=0 0.00124566 0.0096987 0.000618426 -0.00384815 0.00138664 -0.00588422 -0.0189957 -0.0154782
internal_weight=0 0.0114388 0.00430115 0.00288708 0.00713764 0.00492215 0.00353937 0.00220257 0.00221549
internal_count=3910 3677 1730 1259 1947 1557 1369 926 390
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=9
num_cat=0
split_feature=1 160 52 151 160 16 52 16
split_gain=2.4225e-05 4.15306e-05 5.14261e-05 7.04393e-05 5.62163e-05 0.00010619 0.000203113 9.17321e-06
threshold=0.12730000000000002 0.084835000000000008 0.11588000000000002 -0.0032449999999999996 -0.07353999999999998 -0.25582999999999995 0.071660000000000015 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -2
right_child=7 -3 -4 4 5 6 -8 -9
leaf_value=-0.020343275110892553 0.016724126439263798 0.011269962998587905 -0.0250465728397221 0.024094126373820007 0.021991881053690682 -0.036584823968215795 0.012988798153109632 0.0032021549766991578
leaf_weight=0.0016313436825458692 0.0010026816644521869 0.0019116610495832917 0.0011163762025518465 0.0010521924293955048 0.0013635662340726368 0.0016121876844735967 0.0016958797705742561 0.0010041063759697773
leaf_count=436 249 467 528 322 129 1041 642 96
internal_value=0 -0.00204359 -0.00504789 -0.00201246 0.00321199 -0.00149129 -0.0111709 0.00995834
internal_weight=0 0.0103832 0.00847155 0.00735517 0.00572383 0.00467163 0.00330807 0.00200679
internal_count=3910 3565 3098 2570 2134 1812 1683 345
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=9
num_cat=0
split_feature=52 0 2 160 52 0 2 2
split_gain=2.20103e-05 7.03224e-05 7.36477e-05 4.71706e-05 6.39442e-05 8.69206e-05 6.48534e-05 0.000101196
threshold=-0.048794999999999991 -0.15007499999999999 0.096970000000000015 -1.0000000180025095e-35 0.11110500000000002 0.10302000000000001 0.10869000000000002 0.083585000000000007
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=-0.013654085077415579 -0.018946339478193248 0.002546414241226886 0.035358428374756723 -0.0056226425769058596 0.021925986417203662 -0.02953363570854772 -0.018148620794294718 0.030733593882998008
leaf_weight=0.0013094279428578076 0.0015357706798946021 0.0019380823551667554 0.0010572061190353037 0.0018125406983400009 0.0011505943060006185 0.0010712246789342447 0.0011362441591039993 0.0013254780437875475
leaf_count=96 924 608 486 528 208 54 235 771
internal_value=0 0.00567686 0.0141276 -0.00318511 0.000541084 -0.00406193 0.00232184 0.00973399
internal_weight=0 0.00430472 0.00299529 0.00803185 0.00649608 0.00534549 0.00427426 0.00313802
internal_count=3910 1190 1094 2720 1796 1588 1534 1299
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=12
num_cat=0
split_feature=484 474 1 52 15 15 13 3 43 3 16
split_gain=0.000158523 9.24037e-05 8.82113e-05 0.000105697 0.000111844 8.94092e-05 7.2278e-05 0.000124349 7.13562e-05 0.000153555 0.000151176
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 -0.081429999999999989 -0.19153499999999998 -0.053579999999999996 -0.083924999999999986 -0.075679999999999983 -0.18906999999999999 -0.048154999999999996 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -6 -8 -10 -11
right_child=1 -3 -4 4 6 -7 8 -9 9 10 -12
leaf_value=-0.00072922003374350966 0.00056672593666803536 0.00055972489866417568 0.00048816789417049385 -0.00067592908669443909 0.0006344963000896232 -0.00017511902580160741 0.00016674414211360355 -0.00021772802116915303 -0.00095711739297045279 -0.00057531850165014092 0.00037213606513260066
leaf_weight=0.0011080243586810831 0.001644525143096669 0.0012071778965811871 0.0012492953333860983 0.001371368473976532 0.001277677713783499 0.0010071545556808231 0.0014385258841549406 0.0013577814441602335 0.0011126303947261561 0.0012544729825893046 0.0013381413563600952
leaf_count=612 324 318 199 191 426 287 136 140 1037 125 115
internal_value=0 4.07105e-05 -7.29469e-06 -5.97404e-05 -0.000159628 0.00028496 -6.8612e-05 0.000195433 -0.000203898 -0.000347796 -8.63032e-05
internal_weight=0 0.0142588 0.0130516 0.0118023 0.0091506 0.00265168 0.00777923 0.00263546 0.00514377 0.00370524 0.00259261
internal_count=3910 3298 2980 2781 2170 611 1979 566 1413 1277 240
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=10
num_cat=0
split_feature=1 3 15 52 52 1 151 4 0
split_gain=2.50476e-05 6.67156e-05 7.32474e-05 3.13902e-05 0.000110172 8.22509e-05 0.000112224 7.90543e-05 2.88231e-05
threshold=0.087480000000000016 -0.115685 -1.0000000180025095e-35 -0.108275 -0.072349999999999984 0.096230000000000024 -0.0060399999999999994 0.24280000000000004 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8 -4
right_child=3 2 8 4 5 6 7 -9 -10
leaf_value=0.011514511234014544 0.018156850985016789 -0.034853304878462082 0.0088612212320853586 -0.029697552668977247 0.031041250855532929 -0.028902692403601063 -0.0088094460221127425 0.022378089956356116 -0.014647322570368932
leaf_weight=0.0015048360922027769 0.0012179545886685491 0.0011043784173363738 0.0010332557105322479 0.0010086316327287473 0.0010764825662741024 0.0010171708557751014 0.0014185353881076069 0.0019032407105852459 0.0010531030242513029
leaf_count=193 330 1007 982 175 382 161 252 326 102
internal_value=0 -0.00584231 -0.0140283 0.00343772 0.00064708 0.00629881 0.00016027 0.00905973 -0.00300487
internal_weight=0 0.00469557 0.00319074 0.00764202 0.00642406 0.00541543 0.00433895 0.00332178 0.00208636
internal_count=3910 2284 2091 1626 1296 1121 739 578 1084
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 2 42 47 16 0 52
split_gain=0.000114271 6.12932e-05 0.000133352 0.000145781 0.000114815 5.14667e-05 7.58616e-05 9.23647e-05 0.00013368 8.86378e-05 6.23631e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.077800000000000022 -0.023524999999999997 0.091330000000000008 0.096770000000000009 -0.0083999999999999995 -0.10209999999999998 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 8 9 10 -7
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00063021913669610691 -0.0003938692452692013 -0.0004806437230544471 -0.00012582848971874809 0.0001448975683070149 0.0010018758209407754 -0.00082816196794569918 -0.00041342234374954493 0.00057095524357579869 0.0003976791440947966 0.00012433251268704898 -0.00015575169452508835
leaf_weight=0.0010786220884556807 0.0011132246843544554 0.001014245227606631 0.0014251012191364154 0.0010006841529029645 0.0015051128269915996 0.0011110970624978117 0.0014784526632330144 0.0011962613516525167 0.0018403102912580068 0.0014285185850774953 0.0010144797907707653
leaf_count=612 379 153 62 181 371 150 536 125 162 1058 121
internal_value=0 3.19048e-05 0.000205219 0.00037488 0.000659644 -6.43391e-05 -1.20118e-05 7.80347e-05 -3.12752e-05 -0.000253388 -0.000507239
internal_weight=0 0.0141275 0.00504412 0.0039309 0.0025058 0.00908336 0.00806912 0.00659067 0.00539441 0.0035541 0.00212558
internal_count=3910 3298 993 614 552 2305 2152 1616 1491 1329 271
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=13
num_cat=0
split_feature=484 41 474 123 1 12 2 150 4 48 13 3
split_gain=9.40367e-05 8.32336e-05 9.80731e-05 7.76909e-05 0.000147371 0.000141875 0.000212764 0.000109886 0.000182386 0.000102014 0.000134309 0.000108482
threshold=-0.0043499999999999988 0.078150000000000011 0.085020000000000012 0.084845000000000018 0.13662500000000002 0.11655500000000001 0.11203000000000002 0.090695000000000012 0.074650000000000008 0.083775000000000002 -0.083924999999999986 -0.075679999999999983
decision_type=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
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.00055605340954635184 0.00051238656058340173 -0.0005039992072892605 0.00066191518740246356 -0.00048455750136484714 0.00078315267185619889 -0.0006904702251301155 -0.00049976886788808599 -0.00035631347378629771 0.00092975872192646082 0.00057609369879695462 -0.0007854119590649728 7.8481197388777005e-05
leaf_weight=0.0011336717801727529 0.00111268433685179 0.0010397548889877492 0.0010021085905940206 0.0010557321128450573 0.0010184569072811235 0.0010263546271257759 0.0019406334650788216 0.0010526266855942091 0.0014815774353691413 0.001459039631672091 0.0010384952645958658 0.0012099902223223667
leaf_count=612 336 183 291 208 135 102 271 147 153 269 939 264
internal_value=0 3.04217e-05 7.18965e-05 2.4197e-05 7.15617e-05 1.34593e-06 7.77359e-05 0.000230124 0.00032808 0.000143144 -4.47941e-05 -0.00032052
internal_weight=0 0.0144375 0.0133977 0.0123956 0.0113399 0.0103214 0.00929505 0.00735441 0.00630179 0.00482021 0.00336117 0.00224849
internal_count=3910 3298 3115 2824 2616 2481 2379 2108 1961 1808 1539 1203
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=10
num_cat=0
split_feature=49 15 42 15 12 49 2 52 43
split_gain=2.62556e-05 8.5198e-05 5.33127e-05 5.60481e-05 5.2373e-05 4.50878e-05 5.53012e-05 4.21461e-05 6.69653e-05
threshold=-0.029304999999999998 -0.091024999999999981 0.091955000000000023 -0.19153499999999998 0.084645000000000012 0.073145000000000016 0.10113500000000002 -0.066329999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 7 -5 -9
right_child=2 4 -4 5 -6 -7 -8 8 -10
leaf_value=0.031370968206210929 -0.016600888518878674 -0.016317098617695282 -0.020850656364528972 -0.0096930928305045422 0.014024412210149021 0.023161389067575023 -0.01788704688456547 -0.0048506007416186363 0.027158174192590829
leaf_weight=0.0010309296291512431 0.0015496160305560206 0.0013143512534788335 0.0013999931762474606 0.0011140711586669298 0.0010030502796289269 0.0010868261262535596 0.001213627380804644 0.0011424292658301811 0.0015275084961198122
leaf_count=114 301 274 756 309 171 506 255 868 356
internal_value=0 0.00745507 -0.00291203 0.000377684 -0.00318426 0.00470186 0.000687499 0.00664483 0.0134621
internal_weight=0 0.00334833 0.00903407 0.00763408 0.0023174 0.00608446 0.00499764 0.00378401 0.00266994
internal_count=3910 559 3351 2595 445 2294 1788 1533 1224
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=14
num_cat=0
split_feature=14 160 133 40 151 475 13 15 15 15 49 2 4
split_gain=0.000168636 0.00013152 0.000172328 0.000110381 0.000141118 0.00010564 0.000100393 0.000127817 0.000148802 0.000152129 0.000110898 6.42372e-05 2.803e-05
threshold=0.020750000000000005 -0.07353999999999998 -0.0023199999999999996 -0.081174999999999983 -0.084019999999999984 -0.021729999999999996 0.17936000000000002 0.041585000000000004 -0.03231499999999999 -0.095799999999999982 -0.045004999999999996 0.098535000000000025 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 8 9 11 -11 -6 -10
right_child=-2 2 3 4 6 -7 -8 -9 12 10 -12 -13 -14
leaf_value=0.00092934960970057106 -0.00078319178801467926 -0.00076041645900622407 0.00060932463902982283 -0.00065628429579776934 -0.00050501514099839237 0.00014007550085622287 -0.00044899735562453278 0.0006567554238119292 -0.00019288501618236326 0.0010005894460598181 0.00013161981484695581 0.00018872598122928716 -0.000646091691335743
leaf_weight=0.0010023160448187907 0.0010284483899953767 0.0011865629521775152 0.0011196122564785102 0.0012512976759929276 0.0010510435390483329 0.001865299285372918 0.0013473423458952574 0.0014466862448957261 0.0010626866260041723 0.0011423320734462743 0.0011165337673759992 0.0010027257385932865 0.0010363410069225898
leaf_count=286 153 857 169 189 140 614 108 530 158 111 335 126 134
internal_value=0 3.65006e-05 -4.87538e-05 2.41893e-05 -3.84602e-05 0.00041595 4.55185e-05 0.000130305 1.15201e-05 0.000219914 0.000571067 -0.000166305 -0.000416644
internal_weight=0 0.0156308 0.0127632 0.0115766 0.010457 0.00286762 0.00920569 0.00785835 0.00641166 0.00431264 0.00225887 0.00205377 0.00209903
internal_count=3910 3757 2857 2000 1831 900 1642 1534 1004 712 446 266 292
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=12
num_cat=0
split_feature=484 474 52 2 160 13 13 151 3 16 2
split_gain=0.000103475 8.67158e-05 8.65996e-05 0.000161483 9.05592e-05 8.96273e-05 0.000128834 7.69325e-05 9.0298e-05 9.1533e-05 6.15935e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 -0.083924999999999986 -0.16277999999999995 -0.0088999999999999982 -0.032959999999999996 -0.23935499999999996 0.095995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -7 9 -9 -10
right_child=1 -3 4 -5 5 7 -8 8 10 -11 -12
leaf_value=-0.00058734899124594081 -9.5220330108128983e-05 0.00052909820193284716 -0.00057011525348178076 0.00078607801586414025 -9.3876773064717066e-05 -0.0006202845065270238 0.00071112795943799074 6.8697618067252973e-05 -8.8843100902104207e-05 -0.00069676459836992934 0.00058764007446835775
leaf_weight=0.0011107636841399789 0.0019662728293801104 0.0012417773728886769 0.0013738011301854631 0.0013469324341551653 0.0018678922906321402 0.0011873996226703116 0.0012937625450723401 0.0011904857582615011 0.0010606494634987952 0.0012121337457027732 0.001010426155964791
leaf_count=612 300 318 547 360 137 131 373 86 96 873 77
internal_value=0 3.32347e-05 -1.23436e-05 0.000263058 -0.000101831 -2.89138e-05 0.000235535 -0.000176605 -5.88446e-05 -0.000317482 0.000241196
internal_weight=0 0.0147515 0.0135098 0.00331321 0.0101966 0.00882275 0.00316165 0.00566109 0.0044737 0.00240262 0.00207108
internal_count=3910 3298 2980 660 2320 1773 510 1263 1132 959 173
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=9
num_cat=0
split_feature=1 42 4 12 2 133 160 16
split_gain=2.9082e-05 5.7727e-05 5.31616e-05 0.000105687 8.59263e-05 5.0786e-05 0.000111234 6.59264e-05
threshold=0.10113500000000002 0.087065000000000017 0.053925000000000008 0.10333000000000002 1.0000000180025095e-35 0.083815000000000014 -0.025614999999999995 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 -1 -8
right_child=2 -3 3 -5 -6 -7 7 -9
leaf_value=0.021856091297055041 0.020012778009893789 -0.023164389591317544 -0.033634231046565141 0.023336900018705278 0.0027898628793785328 0.016854067017826688 -0.0028559162112036605 -0.032467906929838065
leaf_weight=0.0011035269223257189 0.0016978040447345397 0.0013310529703898268 0.001106612615197003 0.0012077588191311689 0.0015616307572484905 0.0013552646217639581 0.0018159393889312851 0.001283044895412352
leaf_count=294 437 1055 172 93 285 585 694 295
internal_value=0 -0.00445888 0.00525669 -0.00120691 -0.0123165 2.09711e-05 -0.00540752 -0.0151159
internal_weight=0 0.00688883 0.00557381 0.003876 0.00266824 0.00555778 0.00420251 0.00309898
internal_count=3910 2923 987 550 457 1868 1283 989
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=12
num_cat=0
split_feature=484 474 160 133 0 15 3 1 4 2 16
split_gain=0.000108443 8.24371e-05 8.83036e-05 0.000117726 0.000122274 0.000162471 0.000196759 0.000135429 0.000105021 9.55062e-05 9.20784e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 -0.053579999999999996 -0.080884999999999985 0.10134000000000001 -0.060264999999999992 0.10836000000000003 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 -6 -8 10 -5 -7
right_child=1 -3 3 4 5 8 7 -9 -10 -11 -12
leaf_value=-0.0005955624342491 -0.00043565485853844601 0.00054473122661938408 -0.00051997714995067874 0.00014200772282513407 -4.5924558412695068e-05 0.00058682060279791732 0.00042656898705848952 0.0014130538960805677 -0.00035498979016821216 -0.00064677791613487236 -0.00010591201586882544
leaf_weight=0.001127787533884715 0.0016260950594538899 0.0011277902474032828 0.0012421682252330849 0.0011154073005734157 0.0012989560888959917 0.0014427031321919887 0.0010665253847243024 0.001073671981458124 0.0019365776865784379 0.0012532769606510173 0.0015096590057544212
leaf_count=612 572 298 820 77 179 466 129 249 272 94 142
internal_value=0 3.53596e-05 -6.9893e-06 5.13953e-05 0.000117746 0.000229548 0.000556081 0.000921458 -1.53083e-07 -0.000275341 0.000232599
internal_weight=0 0.0146928 0.013565 0.0119389 0.0106968 0.00832809 0.00343915 0.0021402 0.00488894 0.00236868 0.00295236
internal_count=3910 3298 3000 2428 1608 1437 557 378 880 171 608
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=11
num_cat=0
split_feature=484 1 52 43 0 42 4 0 48 52
split_gain=0.000117116 5.78153e-05 8.12872e-05 8.89433e-05 7.19839e-05 8.51595e-05 7.18727e-05 0.000135879 9.55756e-05 9.44001e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.048794999999999991 -0.15648499999999999 -0.15007499999999999 0.081685000000000021 -0.0031049999999999997 -0.098179999999999976 0.078735000000000013 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 9 8 -8 -5
right_child=1 -3 3 6 5 -7 7 -9 -10 -11
leaf_value=-0.00063106928760755393 -0.00013893539123027018 0.00044235171644372808 0.00029490908890636273 0.00044542510491108253 0.00068202326363615211 1.5299637625886681e-05 0.00010261637853811007 -0.00095251600606551618 -0.00062592861026088673 -0.00029637730971061578
leaf_weight=0.001098332855633718 0.0015230616342423731 0.001216026062786338 0.0016185917998720019 0.0011912419891896653 0.0016534264203511284 0.0013282335837462656 0.0019287417289908168 0.0011450985546714049 0.0010799254986562784 0.0014777660884532212
leaf_count=612 77 216 179 542 501 338 250 324 103 768
internal_value=0 3.35762e-05 -4.82004e-06 -0.000118321 0.000207868 0.000385019 -0.000216353 -0.000377672 -0.000158886 3.47068e-05
internal_weight=0 0.0141621 0.0129461 0.00844137 0.00450472 0.00298166 0.00682277 0.00415377 0.00300867 0.00266901
internal_count=3910 3298 3082 2166 916 839 1987 677 353 1310
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 2 16 160 13 2 2
split_gain=7.0856e-05 5.21539e-05 9.20916e-05 0.000171634 0.000126859 5.57918e-05 6.01619e-05 0.000100858 9.82605e-05 0.00014174 0.000105887
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.099595000000000017 0.085875000000000021 -0.023524999999999997 0.24895000000000003 -1.0000000180025095e-35 0.0099250000000000015 0.10679500000000001 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 -7 9 10 -9
right_child=1 5 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00049380364422146373 -0.00030017312376242732 -0.00048744253061724913 0.00042550421122138782 0.00086691610846663023 -0.00047677914892013895 -0.0006382529304155859 0.0004412799145288533 0.00015000138339513834 -0.00038196542816317793 -0.00024350939949311398 0.00095928121280671201
leaf_weight=0.0010609642098335067 0.0011302931694238292 0.0010270234871585767 0.001317599926704955 0.0014591501177617684 0.0010986248210044236 0.0010160204065541908 0.0010262596303122207 0.0015410390965822536 0.0016222207014909501 0.0017731714690113068 0.0010418100012656931
leaf_count=612 379 153 218 280 116 584 35 782 250 257 244
internal_value=0 3.16956e-05 0.000192286 0.000335917 1.52481e-05 -5.7153e-05 -2.05468e-06 -6.71046e-05 2.99638e-05 0.00018337 0.00047643
internal_weight=0 0.0140532 0.00500567 0.00387537 0.00241622 0.00904754 0.00802052 0.00699426 0.00597824 0.00435602 0.00258285
internal_count=3910 3298 993 614 334 2305 2152 2117 1533 1283 1026
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=10
num_cat=0
split_feature=1 3 2 2 4 2 16 3 16
split_gain=2.42683e-05 5.1625e-05 7.26027e-05 0.00013333 8.26568e-05 4.79316e-05 4.78784e-05 6.93379e-05 7.91664e-05
threshold=0.10113500000000002 -0.115685 0.10362500000000001 0.096325000000000008 0.0021050000000000005 0.086245000000000002 -0.52908499999999992 0.11265500000000002 0.058875000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 8 -8
right_child=6 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.010687187598984859 -0.014093291628527724 -0.0088382701292554679 -0.032663744861874927 0.028602174611619388 0.0099219721907558671 -0.039067367536507025 0.0335086188236677 -0.0058328074762076 -0.0012991766609958186
leaf_weight=0.0017659626318078363 0.0010858686731774194 0.0010010815836134961 0.0010448378546988124 0.0010014405364736517 0.001027999222373809 0.0011018733174541669 0.0016137580966790049 0.0018163067013434713 0.0010979919913108316
leaf_count=254 121 976 377 240 262 814 404 225 237
internal_value=0 -0.00407696 -0.00911303 -0.00315845 -0.0133171 -0.0246772 0.00476506 0.00928746 0.0194149
internal_weight=0 0.0069432 0.00517723 0.00413239 0.00313095 0.00210295 0.00561393 0.00452806 0.00271175
internal_count=3910 2923 2669 2292 2052 1790 987 866 641
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=10
num_cat=0
split_feature=11 43 48 4 52 4 3 1 15
split_gain=2.659e-05 4.15468e-05 7.3199e-05 5.48132e-05 4.35424e-05 6.47614e-05 0.000143861 7.53253e-05 4.28082e-05
threshold=0.081005000000000008 -0.053009999999999995 0.081315000000000012 -0.070414999999999991 0.10701500000000001 -0.0010999999999999996 0.094625000000000015 0.085990000000000011 -0.044229999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -3 -5
right_child=-2 4 -4 8 -6 6 -8 -9 -10
leaf_value=0.020177627393646549 -0.015640239071197933 -0.0098637468151055712 0.03200450944257803 0.0076979728876778192 0.013665914817425993 -0.038787235491109469 0.0030773417753177466 0.024337841559293472 -0.020309852518818207
leaf_weight=0.0010713967880202494 0.001013437274585559 0.0015086512665032519 0.0010481056060134639 0.0010115921292458154 0.0012359910733114043 0.0015276925483003329 0.0017739589477925384 0.0011234879736037613 0.0011849644224128327
leaf_count=355 233 673 325 588 313 375 210 376 462
internal_value=0 0.00125724 0.00900894 0.00163374 -0.00340912 -0.0069658 -0.0162936 0.00473467 -0.00741126
internal_weight=0 0.0114858 0.00431606 0.00326795 0.00716978 0.00593379 0.00330165 0.00263214 0.00219656
internal_count=3910 3677 1730 1405 1947 1634 585 1049 1050
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=9
num_cat=0
split_feature=48 4 151 16 12 160 52 47
split_gain=2.42017e-05 5.52487e-05 4.15668e-05 5.21715e-05 6.4482e-05 4.69407e-05 7.2544e-05 9.0166e-05
threshold=0.11930500000000001 0.28937500000000005 -0.024429999999999997 -0.085924999999999987 0.090385000000000007 -0.069144999999999984 0.083750000000000005 0.089100000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=0.011266482717385467 -0.014916768662969808 0.016837997024231686 -0.028750417488263558 0.01967077022528331 0.0020636896389894912 -0.035849430637373725 0.011682513814150204 0.0054425211076815474
leaf_weight=0.0019202924141667266 0.0010131440455475394 0.0018882871299665859 0.0016470235810433932 0.0010625199844668904 0.0011555866849977531 0.0011190895476986653 0.0016369141155395117 0.0010026053248367523
leaf_count=534 161 388 589 468 264 936 443 127
internal_value=0 0.0012092 -0.00188296 -0.00519509 -0.016045 0.00111215 -0.00413418 -0.0163369
internal_weight=0 0.0114323 0.00954403 0.00762374 0.00280261 0.00482113 0.00375861 0.00212169
internal_count=3910 3749 3361 2827 853 1974 1506 1063
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=12
num_cat=0
split_feature=484 15 3 159 2 2 16 43 4 15 0
split_gain=0.000129184 7.05914e-05 0.000135875 9.22167e-05 8.87656e-05 0.000108524 9.85307e-05 7.83049e-05 0.000224027 6.50388e-05 0.000114603
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 0.078065000000000009 0.10113500000000002 0.083585000000000007 0.0054700000000000009 -0.079109999999999986 -0.00072999999999999985 -0.095799999999999982 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 -4 -9 10 -10
right_child=1 3 7 -5 6 -7 -8 8 9 -11 -12
leaf_value=-0.00067457543549705743 0.00081988487096565431 -0.00041221400781700875 -0.00034157659098347414 0.00040281055865166462 -0.00093072654666720293 0.00030188374852030273 -0.00012961319201804732 0.00099283359276504109 -0.00072994047442954903 0.00034303390867814891 0.00010129921878110836
leaf_weight=0.0010568397107370156 0.001053975468039447 0.0014294546170400373 0.0014448795067482315 0.0011335025035349782 0.0010958326669693735 0.0019135204596441944 0.0012793939921455985 0.001027318600052095 0.0010025160527620254 0.0012172487053895295 0.001752262797904787
leaf_count=612 123 496 495 206 134 876 163 182 77 218 328
internal_value=0 3.57564e-05 0.000167219 -0.00010811 -0.000209389 -3.46413e-06 -0.000499214 6.04732e-05 0.000176671 -3.44199e-05 -0.000201205
internal_weight=0 0.0143499 0.0074982 0.0068517 0.0057182 0.00334298 0.00237523 0.00644423 0.00499935 0.00397203 0.00275478
internal_count=3910 3298 1423 1875 1669 1372 297 1300 805 623 405
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=12
num_cat=0
split_feature=14 484 157 132 13 16 16 151 2 1 0
split_gain=0.000171273 8.74698e-05 8.04778e-05 6.24228e-05 8.69184e-05 0.000119729 0.000286012 0.000153264 0.000117044 0.000100666 4.68031e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.091229999999999992 0.22945500000000005 -0.055679999999999993 -0.0088999999999999982 0.097940000000000013 0.095575000000000007 -0.067584999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -6 -4 -9 -8
right_child=-2 2 3 -5 5 -7 10 9 -10 -11 -12
leaf_value=-0.00049838994906497756 -0.00078576572399386801 0.00056103874496042465 -0.00020770675774004309 0.0004843297118990507 -0.00051599059731057993 0.00037099056425097642 -0.00053401338299449122 -0.00012509008941656975 0.00061461227414660717 0.00058256740036386682 -0.0011162283327176732
leaf_weight=0.0010452433846443532 0.0010140198431108161 0.0012656597378769814 0.0010885343634256294 0.0011113326551754022 0.0012713609024312972 0.0016286841690152879 0.0011019384152046712 0.0013197851297961569 0.0017122211537223108 0.0018649487097054836 0.0010242784051484721
leaf_count=583 153 389 230 274 134 310 432 923 162 206 114
internal_value=0 4.79048e-05 9.05534e-05 4.14343e-05 -3.26377e-06 -0.000105005 -0.000222782 5.9549e-05 0.000295012 0.000289307 -0.000814488
internal_weight=0 0.014434 0.0133887 0.0121231 0.0110118 0.008211 0.00658231 0.00445609 0.00280076 0.00318473 0.00212622
internal_count=3910 3757 3174 2785 2511 2119 1809 1263 392 1129 546
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=10
num_cat=0
split_feature=49 3 1 12 2 2 2 3 13
split_gain=2.39609e-05 7.65263e-05 6.01868e-05 5.28866e-05 7.63481e-05 5.65783e-05 7.46938e-05 7.66611e-05 2.95247e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.099595000000000017 0.051320000000000005 0.08400500000000001 0.083795000000000022 0.10488500000000002 0.12566000000000002 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 -7 -8 -6
right_child=3 2 -4 4 8 6 7 -9 -10
leaf_value=0.028135235622451252 0.020779087884559455 -0.019019750793430559 0.013912390350403762 -0.02767984947165282 0.0099414057849109855 -0.025088907579303613 0.026321234762836265 -0.010032562379318438 -0.011208235689269571
leaf_weight=0.0011427029414106653 0.0014690901017572291 0.0011921291859016058 0.0010383156426909002 0.0016554493914384518 0.0013640797858630422 0.0010354101089407458 0.0011027137375984159 0.0012238476920647069 0.0012788803728570623
leaf_count=180 198 159 220 816 127 198 210 140 1662
internal_value=0 0.00709179 -0.0036892 -0.00277127 -0.0108402 0.00440804 -0.00274567 0.00719794 -0.000292521
internal_weight=0 0.00337315 0.00223044 0.00912947 0.00429841 0.00483106 0.00336197 0.00232656 0.00264296
internal_count=3910 559 379 3351 2605 746 548 350 1789
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=10
num_cat=0
split_feature=11 16 2 13 1 1 3 0 0
split_gain=2.33841e-05 3.86445e-05 4.99398e-05 4.08273e-05 7.81851e-05 7.19078e-05 3.58347e-05 9.09336e-05 3.94253e-05
threshold=0.080455000000000013 -0.41862999999999995 0.114165 0.23436000000000004 0.11183500000000002 0.094485000000000013 0.090325000000000003 -0.089879999999999974 -0.032484999999999993
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=-0.012661922176312464 -0.01449084911456118 -0.0304942547636687 0.020598738896032164 0.018829915418045771 -0.025141669510434995 0.024695434774165907 0.010655593370871054 0.017170948498462759 -0.0098014746140790213
leaf_weight=0.0017088344588036116 0.0010352156124006371 0.0012015879782651452 0.0014738765813752342 0.0010702313928216793 0.0012224028688034901 0.0011827613963157216 0.001389764954320874 0.0010933603762108349 0.0010744835235386879
leaf_count=400 241 482 418 111 171 328 106 1562 91
internal_value=0 0.00120524 0.00364606 0.00061177 -0.00210971 0.00262852 -0.00285558 -0.00842843 0.00380217
internal_weight=0 0.0114173 0.00970847 0.00823459 0.00716436 0.00594196 0.0047592 0.00336943 0.00216784
internal_count=3910 3669 3269 2851 2740 2569 2241 2135 1653
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=9
num_cat=0
split_feature=50 15 15 156 12 160 2 43
split_gain=2.376e-05 5.97964e-05 8.27205e-05 6.07671e-05 7.14337e-05 9.26475e-05 0.000152413 4.14853e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.084090000000000012 -0.036459999999999992 0.087825000000000014 0.10113500000000002 -1.0000000180025095e-35
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=0.023880119323450202 -0.013847492403600364 -0.027394948756513295 -0.017496317752682494 -0.021233781207835298 0.015221420652265656 -0.016398939686528894 -0.0096623478684795643 0.035885550814120926
leaf_weight=0.0010623504575310297 0.0011401115842591307 0.0010671362399894335 0.0012133038611977891 0.0010001391101716441 0.0019878585803107963 0.0012045121145245674 0.0018322761343078958 0.0019002724460768059
leaf_count=264 715 286 211 441 959 262 397 375
internal_value=0 0.00130135 -0.00104901 0.00202755 0.00488623 0.00880783 0.0141155 0.0253207
internal_weight=0 0.0112678 0.0102055 0.00913836 0.00813822 0.00692492 0.00572041 0.00388813
internal_count=3910 3195 2931 2645 2204 1993 1731 1334
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=10
num_cat=0
split_feature=3 50 15 160 13 2 42 42 4
split_gain=2.57816e-05 7.26899e-05 5.63871e-05 8.99856e-05 8.82274e-05 9.8014e-05 0.000133466 4.82452e-05 8.63008e-05
threshold=0.16699000000000003 0.086465000000000014 0.079360000000000014 -0.081069999999999989 -0.090394999999999989 0.11230000000000001 0.060615000000000009 -1.0000000180025095e-35 0.0057500000000000008
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=0.028700268613511132 0.014143834818527674 -0.027184199414585608 -0.017588352016120683 0.022766842935252864 -0.0078584688013747031 -0.03347952892147614 -0.025325655770140551 -0.0023788132564762331 0.033946222004041578
leaf_weight=0.0012597147781689012 0.0011552173897060166 0.0010065254632856185 0.0014085844067886861 0.0013705116934838732 0.0010300328289845166 0.001027411764141747 0.0014502206402232003 0.001185999327132513 0.0014581658567953673
leaf_count=374 194 692 1141 193 270 281 407 258 100
internal_value=0 -0.00154695 0.000985229 0.00396431 -0.00017805 -0.00528974 0.000362125 0.0105012 0.0176532
internal_weight=0 0.0111972 0.0101906 0.00878206 0.00752234 0.00615183 0.00512442 0.0036742 0.00264417
internal_count=3910 3716 3024 1883 1509 1316 1035 628 358
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=11
num_cat=0
split_feature=484 15 43 42 52 1 4 12 150 15
split_gain=0.000129076 6.14914e-05 0.00011462 0.00011602 8.99589e-05 0.000125091 8.98246e-05 0.000106354 0.000168905 0.000106606
threshold=-0.0043499999999999988 -0.03231499999999999 -0.18906999999999999 0.084100000000000022 0.084240000000000023 0.088135000000000005 -0.0010999999999999996 0.10333000000000002 0.085075000000000026 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 8 9 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00066836487634270257 0.00055406722058095746 0.00039000645763185573 0.00044059009860603619 -0.0008276202318000691 -0.00048635498480912681 -0.00042163243995319087 -1.7344955307338916e-05 0.00057898707431585706 0.00050538772495470254 -0.00075472017426839015
leaf_weight=0.0010616285296033293 0.0017446168711543796 0.00146512215264778 0.0017353477819263188 0.0010095275204044084 0.0014312687543256881 0.0010314122901944108 0.0016850553111930594 0.0011273605062989411 0.0012635229700280783 0.0013640101534101959
leaf_count=612 485 135 302 730 390 318 345 144 165 284
internal_value=0 4.10439e-05 -9.44902e-05 -0.000230801 -8.72801e-05 0.000119165 0.000166921 4.2762e-05 -9.74135e-05 -0.000347212
internal_weight=0 0.0138572 0.00667268 0.00520756 0.00419803 0.00276676 0.00718457 0.00543995 0.00431259 0.00304907
internal_count=3910 3298 1875 1740 1010 620 1423 938 794 629
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=9
num_cat=0
split_feature=2 52 150 0 43 3 0 12
split_gain=2.95615e-05 7.69207e-05 8.25067e-05 6.03971e-05 5.42244e-05 9.68519e-05 0.00011313 1.91829e-05
threshold=0.10946500000000002 0.084240000000000023 0.086420000000000011 -0.13506999999999997 -0.13719999999999996 -0.074234999999999982 -0.13027499999999997 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -7 -3
right_child=3 7 -4 -5 5 6 -8 -9
leaf_value=-0.012132790723692707 -0.0043909226709939984 -0.029985841370174411 -0.019558814127907893 0.021704494029656633 0.030697673934818027 0.025287109728926963 -0.018363635866824712 -0.010662645176095492
leaf_weight=0.0010940832781219595 0.0019320014573278891 0.0010069397314918524 0.0014050874516325675 0.0016396344769233594 0.0017654325829563246 0.001022632460395391 0.0014156724995685824 0.001048939622605093
leaf_count=181 208 503 254 559 1131 131 376 567
internal_value=0 -0.00320562 0.00198437 0.00758873 0.00769805 0.0128593 -5.63814e-05 -0.0201269
internal_weight=0 0.00875879 0.00670291 0.00357164 0.00529782 0.00420374 0.0024383 0.00205588
internal_count=3910 3143 2073 767 1819 1638 507 1070
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=12
num_cat=0
split_feature=14 47 47 147 52 47 13 39 2 4 13
split_gain=0.000118487 9.3986e-05 0.000134319 0.000125179 0.000117856 0.00013368 0.00012496 7.98302e-05 7.45463e-05 0.000222754 0.0001098
threshold=0.020750000000000005 0.13206500000000002 0.10783500000000001 1.0000000180025095e-35 0.11588000000000002 0.080860000000000015 -0.26418499999999995 0.005105000000000001 0.11230000000000001 0.0057500000000000008 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00075151178191683755 -0.00066492196597489259 -0.00052750939761888509 0.00070978049161677412 0.00062243530049615288 -0.0005503133884806336 -0.00052163824944114498 0.0001924432652522284 0.00051368133295377175 -0.0004878664482495462 0.00066650645873561414 -0.00052339047858067421
leaf_weight=0.0010730429912684421 0.0010021508669547851 0.0010715679033504464 0.0011735932146972961 0.0011853948964149217 0.0015462431515438262 0.0014316120496067385 0.0014030359521585182 0.0011318367981181764 0.0012159089261034881 0.0015629996498359314 0.0019955878930665782
leaf_count=107 153 81 165 209 547 240 1226 278 234 230 440
internal_value=0 3.17596e-05 7.54423e-05 1.61027e-05 -4.71655e-05 3.21077e-05 0.000126681 3.4953e-05 -5.27587e-05 5.387e-05 -0.000227877
internal_weight=0 0.0147908 0.0137193 0.0125457 0.0113603 0.00981402 0.00838241 0.00730937 0.00617753 0.00496162 0.00339862
internal_count=3910 3757 3676 3511 3302 2755 2515 2408 2130 1896 1666
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=10
num_cat=0
split_feature=39 3 48 2 2 13 2 1 39
split_gain=3.04106e-05 6.18525e-05 6.28035e-05 6.58972e-05 7.13789e-05 7.59699e-05 6.12195e-05 7.49594e-05 2.72465e-05
threshold=0.005105000000000001 0.14320000000000002 -0.021829999999999999 0.11230000000000001 0.10045500000000002 -0.084084999999999979 0.087005000000000013 0.088010000000000019 0.094865000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -2
right_child=8 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.018003856316777624 0.021807072019172986 0.018828857197403338 -0.032412583736268749 -0.02563194923758709 0.018630108673203107 0.028110672827959329 -0.019323264468506778 -0.0066188640853256002 -0.0009258161627112544
leaf_weight=0.0010332206289839366 0.0010934499309236004 0.0012165400120976036 0.0010612470730802992 0.0017048284226985422 0.0011861357717943312 0.0010044048362044793 0.0013889476502501278 0.0016301425877840205 0.0010181606592192932
leaf_count=179 236 190 727 335 319 457 724 520 223
internal_value=0 -0.00233575 -0.00519376 -0.00819892 -0.0034595 -0.00861242 -0.00233484 0.00662156 0.0108459
internal_weight=0 0.0102255 0.00900893 0.00797571 0.00627088 0.00508474 0.0040235 0.00263455 0.00211161
internal_count=3910 3451 3261 3082 2747 2428 1701 977 459
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=9
num_cat=0
split_feature=1 0 13 13 52 4 4 1
split_gain=2.94656e-05 8.34897e-05 5.21471e-05 4.04716e-05 0.000111994 6.84344e-05 0.000104362 0.00010359
threshold=0.085990000000000011 -0.084074999999999997 0.043015000000000005 -0.00059999999999999995 -0.012244999999999997 0.0057500000000000008 0.074650000000000008 0.11931500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 -7 -8
right_child=3 2 -4 5 -6 6 7 -9
leaf_value=-0.029148034050720081 0.037080386323538904 -0.008690800472010058 0.017697572003949554 -0.019575258911119168 -0.0032637041862969072 0.031728466300677563 0.014875524278613826 -0.025725312526643191
leaf_weight=0.0011993637914155279 0.0011560133794790597 0.0018658894120014537 0.0012509202559069987 0.0015208101178135177 0.001699824510486054 0.0010800585379853178 0.0012559533388473432 0.0012577257096969578
leaf_count=1143 374 853 213 363 672 62 121 109
internal_value=0 -0.00672747 0.00190008 0.00353102 0.0130672 -0.00179372 0.00573113 -0.00543921
internal_weight=0 0.00431617 0.00311681 0.00797039 0.00285584 0.00511455 0.00359374 0.00251368
internal_count=3910 2209 1066 1701 1046 655 292 230
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=10
num_cat=0
split_feature=1 52 0 4 16 15 42 15 16
split_gain=2.73888e-05 5.81264e-05 5.05575e-05 7.84732e-05 7.60147e-05 7.13309e-05 4.81164e-05 4.70186e-05 2.56547e-05
threshold=0.11235500000000002 -0.014099999999999998 -0.23029999999999998 -0.0021099999999999995 -0.27337499999999998 -0.021529999999999997 0.078965000000000021 -0.13578499999999996 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 8 -3 -7
right_child=1 7 3 4 -6 6 -8 -9 -10
leaf_value=0.014091316679181419 0.024990011243193479 -0.01675546584841035 0.023761342134878412 -0.0026509360266147122 -0.036808289115329018 0.011377216497726727 -0.023364963844888068 0.010990804120651497 -0.0095649870946207371
leaf_weight=0.0014158767657482816 0.0012204823522203182 0.0011257202776475718 0.0010824413926908711 0.0012536371269617477 0.0013565068870421389 0.0013396341931644073 0.0010624028141868443 0.001335073527550603 0.0010383552988393122
leaf_count=122 251 232 536 228 563 699 949 148 182
internal_value=0 0.00714737 -0.00316952 -0.00659574 -0.0204027 0.00137231 -0.0056719 -0.00170207 0.00223275
internal_weight=0 0.00368128 0.00854885 0.00713298 0.00261014 0.00452283 0.00344039 0.00246079 0.00237799
internal_count=3910 631 3279 3157 791 2366 1830 380 881
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=9
num_cat=0
split_feature=2 52 12 4 12 52 3 3
split_gain=2.49713e-05 6.47957e-05 6.94491e-05 0.000108253 0.000101751 5.88541e-05 5.78322e-05 4.46015e-05
threshold=0.10946500000000002 0.084890000000000007 -0.023959999999999995 0.074650000000000008 0.085945000000000008 0.09086000000000001 0.11265500000000002 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -2 -4
right_child=5 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.022274401855131468 0.014498078632230717 -0.019020206981610339 0.018868988230909798 0.024895233598282215 -0.029208240458614827 0.024984743943945259 -0.017161999466360957 -0.0074560708332674606
leaf_weight=0.001023648713194116 0.0010888932923083313 0.0019446854065740026 0.0014079557285080944 0.0019810254109504308 0.0011220729909209204 0.0012032894392300436 0.0012272054502250741 0.0011854973370050009
leaf_count=265 398 1032 509 183 990 195 174 164
internal_value=0 -0.00294495 0.0017069 0.00601625 -0.00404956 0.00704368 -0.00227729 0.0068355
internal_weight=0 0.00866489 0.0067202 0.00569655 0.00371553 0.00351939 0.0023161 0.00259345
internal_count=3910 3143 2111 1846 1663 767 572 673
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=9
num_cat=0
split_feature=39 3 133 3 4 52 0 0
split_gain=2.79573e-05 5.76311e-05 5.87159e-05 4.93657e-05 9.98637e-05 0.000107344 7.66867e-05 4.30858e-05
threshold=0.085060000000000011 0.14320000000000002 1.0000000180025095e-35 -0.100615 -0.032604999999999995 -0.07984999999999999 -0.15291499999999997 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 -1
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.0059062497274614901 0.012039218654562638 0.018681035811253435 -0.024906773188187698 -0.034073862669270587 0.027730968265132702 0.006076230056410864 -0.025288143129428949 0.019412263650105215
leaf_weight=0.0011242888027282252 0.001651498082463441 0.0011981581014090291 0.0012369573245072799 0.0010958191168016591 0.0010371423763886776 0.0015791903181756606 0.0015395328921195515 0.0016712920376310489
leaf_count=192 417 191 1237 924 157 141 448 203
internal_value=0 -0.00195917 -0.00462286 -0.00150498 -0.00721944 -0.000138465 -0.00940654 0.00923001
internal_weight=0 0.0104824 0.00928422 0.00804727 0.00525168 0.00415587 0.00311872 0.00279558
internal_count=3910 3493 3302 2065 1670 746 589 395
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 133 2 1 0 4 12
split_gain=0.000132243 8.08757e-05 0.000108987 8.65044e-05 9.00652e-05 0.000131207 0.000125726 0.000227947 0.000145761 9.28141e-05 0.000159017
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0056849999999999991 0.10571000000000001 0.11198000000000001 -0.10783 -0.060264999999999992 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 -10 -11
right_child=1 2 3 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00067808150904294926 -0.00049056560798448794 0.00060688596248170874 -0.00038710028517247047 -0.00048081420565833979 -0.0005125445501850249 0.00090962132186106959 -0.00055172237787448261 0.00060527830013243258 0.00067437904286947947 -0.00045909503412791769 0.0005376093456156434
leaf_weight=0.0010551108008639088 0.0010161619685627723 0.0013696147733783465 0.0013791234463779471 0.0011814703797794835 0.0010149230123187901 0.0015941601560454993 0.0016844903061020914 0.00107086545085374 0.0010881178378899297 0.001372482128466042 0.0011156889355750516
leaf_count=612 215 151 581 188 728 125 244 204 437 314 111
internal_value=0 4.19798e-05 8.40243e-05 2.17602e-05 7.92976e-05 0.00015124 0.00023624 -0.000102056 0.000416519 0.000196715 -1.21756e-05
internal_weight=0 0.0138871 0.0128709 0.0115013 0.0103199 0.00894073 0.0079258 0.00275536 0.00517045 0.00357629 0.00248817
internal_count=3910 3298 3083 2932 2744 2163 1435 448 987 862 425
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 51 12 2 2 1 16
split_gain=0.000147373 6.71171e-05 0.000120476 9.02126e-05 9.02051e-05 8.84031e-05 6.57675e-05 9.96831e-05 0.000164128 0.000103455 2.12206e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.089989999999999987 0.043405000000000006 0.097345000000000015 1.0000000180025095e-35 0.10869000000000002 1.0000000180025095e-35 -0.0041999999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9 -8
right_child=1 2 3 -5 5 -7 10 8 -10 -11 -12
leaf_value=-0.00069913908948349721 -0.00042940070294478 0.00063091127958075888 -0.0004782215110965875 -0.0004826536312957225 -0.00048778754993403651 0.00054281887375883116 0.00015669767026634261 0.00010102908695106466 -0.00037941892247946761 0.00089787799285179952 0.00055940587444552078
leaf_weight=0.0010926084330381306 0.0010490188779467202 0.0013947904402575014 0.0010082814690621439 0.0012229452555299692 0.0015118675175580963 0.0017076548825520109 0.001012035175922598 0.0016744292622655112 0.0017042173813916744 0.0010008172294893383 0.0010003461526497429
leaf_count=612 215 151 478 188 467 270 204 739 269 181 136
internal_value=0 4.80124e-05 8.58458e-05 2.16494e-05 7.97243e-05 0.000138256 5.08468e-05 -5.36898e-05 9.61683e-05 0.000399133 0.000356882
internal_weight=0 0.0142864 0.0132374 0.0118426 0.0106196 0.00961137 0.00790371 0.00589133 0.00437946 0.00267525 0.00201238
internal_count=3910 3298 3083 2932 2744 2266 1996 1656 1189 920 340
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=12
num_cat=0
split_feature=484 474 160 42 43 3 42 0 2 0 3
split_gain=0.000112616 5.42113e-05 8.2415e-05 9.03361e-05 9.42797e-05 0.000129006 9.02119e-05 9.7743e-05 0.00015093 0.00012721 4.97916e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.16443499999999997 0.10705000000000002 0.012625000000000003 0.10223
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 10 9 -9 -6
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00063614212796199237 -0.00043036753402461665 0.00048128968533259214 -0.00036534327614270713 5.5138960925450972e-05 8.038687555559741e-05 0.00089259845447019637 -0.00049430090503206105 0.0004733893299683325 0.000938670126055208 -0.00045065798436962854 -0.0005315628326014476
leaf_weight=0.0010056181503723871 0.001451819938883 0.0010087757795716251 0.0015901379359077429 0.0015485715174830134 0.0010337390653401002 0.0013016190238471078 0.0011275916538685832 0.0012237202269238224 0.0010478023792938065 0.0010767994707824718 0.0010112773862853697
leaf_count=612 572 298 844 238 51 233 622 133 145 72 90
internal_value=0 4.41594e-05 8.63509e-06 6.6781e-05 0.000140106 0.000437588 1.00815e-05 0.000115533 0.000321823 4.08724e-05 -0.000222227
internal_weight=0 0.0134219 0.0124131 0.0109613 0.00937112 0.00285019 0.00652093 0.00539334 0.00334832 0.00230052 0.00204502
internal_count=3910 3298 3000 2428 1584 471 1113 491 350 205 141
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=13
num_cat=0
split_feature=484 42 42 43 3 3 16 16 4 4 2 52
split_gain=0.000147189 8.59167e-05 9.62806e-05 0.000107936 0.000113554 0.000109116 9.12873e-05 0.000128991 9.08815e-05 6.19271e-05 4.93325e-05 4.38978e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10269500000000001 -0.06705499999999999 -0.075954999999999981 -0.100615 0.15737500000000001 -0.19424999999999998 -0.00072999999999999985 0.050655000000000006 0.10679500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 10 11 -10 -5 -9
right_child=1 2 -4 6 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00072869538375507591 -0.00050443587648861619 0.0005585285293593866 -0.0004926173164364519 1.6992355494937377e-05 0.00083085791011631147 -0.00027570311154975709 -0.00049304479711275448 0.00031922026948411232 -0.00029531612352829496 0.00036779502211474089 -0.00050516202938474092 0.00089626016401986113
leaf_weight=0.001027818580470575 0.0010335921222843309 0.0011997636880099194 0.0010301937321030756 0.0014316171355498318 0.0014695471689673582 0.0012115054306491638 0.001209669872525047 0.0010198979498021636 0.001109016307751242 0.0010580298357074289 0.0013532166759686937 0.0010076304426474367
leaf_count=612 215 151 402 148 310 644 245 122 159 106 149 647
internal_value=0 3.98204e-05 8.27621e-05 0.000131872 0.000401223 0.000139382 4.22639e-06 9.04134e-05 0.000307611 2.84386e-05 -0.000236735 0.000605995
internal_weight=0 0.0141337 0.0131001 0.0120699 0.00388082 0.00241127 0.00818908 0.00697941 0.00419457 0.00216705 0.00278483 0.00202753
internal_count=3910 3298 3083 2681 1105 795 1576 1331 1034 265 297 769
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=14
num_cat=0
split_feature=14 457 0 15 48 1 0 0 42 16 2 0 16
split_gain=0.000113255 0.000128769 0.000104678 0.000261275 0.000159224 0.000165898 8.17774e-05 0.000106102 9.92219e-05 0.000117457 8.02814e-05 7.94616e-05 4.81061e-05
threshold=0.018455000000000003 -0.0034949999999999994 -0.10575999999999998 -0.11739999999999999 0.086455000000000018 0.091035000000000019 -0.075584999999999986 -0.053834999999999994 0.060615000000000009 0.15100500000000003 0.08400500000000001 0.11015500000000002 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 -5 10 -8 9 -9 -4 -11 -3
right_child=-2 2 6 4 -6 -7 7 8 -10 11 -12 -13 -14
leaf_value=-0.00062908510807663731 -0.00063964416603997818 5.250924049586781e-05 -0.00077876122906273676 0.00041547013099449968 7.3171977870939911e-05 0.0015067848028592363 0.00050706684661664943 0.00057517833815406776 -0.00055780882740797733 -0.00054548029560409273 -1.3810992107482339e-06 0.00021419835867424663 -0.00054940227006103966
leaf_weight=0.0010221762758505061 0.0010011140452928771 0.0010214246486602565 0.0010133775046020368 0.0010682051200128417 0.001211416555412459 0.0010740090435858128 0.0015628218141591531 0.0012231785053408496 0.0012418673286415222 0.0011235248283241323 0.0010297502655446228 0.0010010092816856719 0.0010205707020975721
leaf_count=303 159 130 596 95 79 120 542 158 218 142 1171 101 96
internal_value=0 4.20762e-05 9.25535e-05 0.000304632 0.00064132 0.000962606 -4.70709e-05 6.58004e-05 -8.44576e-05 9.11368e-05 -0.000386956 -0.000187545 -0.000248321
internal_weight=0 0.0146133 0.0135912 0.00539563 0.00335363 0.00214221 0.00819553 0.0061524 0.00458958 0.00334771 0.00204313 0.00212453 0.002042
internal_count=3910 3751 3448 520 294 215 2928 1161 619 401 1767 243 226
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=9
num_cat=0
split_feature=124 2 484 160 13 0 13 4
split_gain=2.38142e-05 3.47641e-05 5.33088e-05 0.000131831 7.84104e-05 8.45875e-05 8.20239e-05 5.48865e-05
threshold=-0.061329999999999989 0.11542500000000001 0.084225000000000008 -1.0000000180025095e-35 -0.083514999999999992 -0.053834999999999994 -0.15921999999999997 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.013208087558334936 -0.039756828474150373 0.010626541960679081 0.016965520872269633 -0.0041455407909766128 -0.015782911120197959 -0.027761615723120737 0.034877732514837806 0.01070038103533074
leaf_weight=0.0012167130847704358 0.001059159921103431 0.0019418356476941208 0.0010619339056416486 0.0011639044752675964 0.001291536690359473 0.001604075733694474 0.0010026326509789815 0.0019858067676189282
leaf_count=310 669 490 377 77 1050 229 452 256
internal_value=0 -0.00152824 -0.0041024 -0.00686204 -0.00191864 -0.00894557 0.0139137 0.000263836
internal_weight=0 0.0111109 0.00916905 0.00810712 0.00704796 0.00488142 0.00216654 0.00327734
internal_count=3910 3600 3110 2733 2064 1535 529 1306
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=12
num_cat=0
split_feature=158 42 43 156 1 1 42 133 52 4 3
split_gain=0.000103018 0.000121139 0.000156561 8.98224e-05 9.81394e-05 0.000117316 9.47962e-05 0.000114187 7.64162e-05 0.000166174 6.69862e-05
threshold=0.085745000000000002 -0.10770999999999999 -0.18906999999999999 0.090135000000000007 0.11797500000000001 0.13271500000000003 0.085775000000000004 0.083815000000000014 0.082665000000000002 -0.0025899999999999994 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 -4 -11
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00062200857495637175 -0.00060670091793887211 0.00069504799645599331 0.00057231825755729227 -0.0005418311923228755 0.0008912746285286065 -3.0619001142869314e-05 -0.00041190691943570078 0.00058021256677037931 -0.00045756026292482447 -0.00049063238532888161 0.00013128017204732721
leaf_weight=0.0010059823029582712 0.0010311563717292195 0.0014375894391725564 0.0016411256164297287 0.0010345800787295344 0.0010872992359676735 0.0010367289090144197 0.0019341493575232424 0.0013966288630030297 0.0013267144508518217 0.0015218325238887795 0.0011838487794388897
leaf_count=212 410 135 382 343 114 182 1026 425 399 194 88
internal_value=0 3.45625e-05 8.31269e-05 1.08011e-05 6.21783e-05 0.000441302 -2.72534e-05 7.79745e-05 -4.56595e-05 8.00592e-05 -0.00021852
internal_weight=0 0.0146065 0.0136005 0.0121629 0.0111283 0.00212403 0.0090043 0.00707015 0.00567352 0.00434681 0.00270568
internal_count=3910 3500 3288 3153 2810 296 2514 1488 1063 664 282
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=10
num_cat=0
split_feature=39 13 48 51 0 3 1 49 3
split_gain=2.47574e-05 5.28798e-05 7.8056e-05 9.48016e-05 9.26109e-05 0.000129419 8.68735e-05 4.82755e-05 1.94706e-05
threshold=0.085060000000000011 -0.23438999999999996 0.11379500000000002 0.08955500000000001 -0.10575999999999998 -0.13927999999999999 0.10937500000000001 -1.0000000180025095e-35 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7 -9
right_child=-2 2 -4 -5 5 7 -8 8 -10
leaf_value=0.017285577566898577 0.011189599921536916 0.004049359375980147 -0.030149486841424003 -0.029914276499258957 0.022542959440473076 -0.034217015405642169 0.040172523246645157 -0.018057786758599252 0.00092998302706618187
leaf_weight=0.0012707475400697528 0.0016844255912085186 0.0019451794408246667 0.0010497016405565324 0.0010110602449170903 0.0011339623728703402 0.0010601283688504212 0.0010121880438433983 0.001037023226363987 0.001126893997483448
leaf_count=173 417 341 121 332 188 353 50 1456 479
internal_value=0 -0.00185768 -0.00445217 -0.00121254 0.00275433 -0.00651442 0.0164129 -0.0167345 -0.00816961
internal_weight=0 0.0106469 0.00937614 0.00832644 0.00731538 0.00435801 0.00295737 0.00322405 0.00216392
internal_count=3910 3493 3320 3199 2867 2476 391 2288 1935
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=11
num_cat=0
split_feature=158 457 156 42 43 3 150 2 13 13
split_gain=0.000130125 0.000115188 0.00012091 0.000129189 0.000201635 0.000165294 0.000107769 8.73891e-05 7.68059e-05 5.57859e-05
threshold=0.084965000000000027 -0.0034949999999999994 0.090135000000000007 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.082085000000000019 0.097940000000000013 -0.10939499999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 9 -9 -6
right_child=-2 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.00058804956279493435 -0.00064847253516879392 -0.00032343787383925219 -0.00054630634108519685 0.00025862580582862644 -0.00074354348411258438 0.0011488956756656875 0.00043404570544795383 0.00042088930001897128 -0.00019776581247759651 -0.00010943877763256674
leaf_weight=0.001037948788829699 0.0011331724467493068 0.0019223098708472516 0.0010587250118665121 0.0019150318819670204 0.0010023745132618422 0.0013793295474971443 0.0019923846186130426 0.0015320488816017849 0.0015542607431006921 0.0011401277684147931
leaf_count=303 423 934 333 402 631 279 148 97 252 108
internal_value=0 4.13929e-05 8.97999e-05 0.000143946 0.000229387 0.000631377 4.5996e-05 -0.000101866 0.000109336 -0.000406106
internal_weight=0 0.0145345 0.0134966 0.0124379 0.0105156 0.00329436 0.0072212 0.00522881 0.00308631 0.0021425
internal_count=3910 3487 3184 2851 1917 681 1236 1088 349 739
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=14
num_cat=0
split_feature=484 42 160 160 52 133 133 2 1 0 4 2 15
split_gain=0.00013429 6.44687e-05 9.05633e-05 8.4679e-05 0.000147634 0.000102223 0.000125498 9.66968e-05 0.000182417 0.000116594 0.00021349 0.000131772 1.86923e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 -0.098319999999999991 0.11110500000000002 0.08845500000000002 -0.0023199999999999996 0.10796500000000002 0.11198000000000001 0.012625000000000003 0.074650000000000008 0.081110000000000015 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 -9 10 11 -8 -13
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.00068021140130963213 -0.00042733371117086803 -0.00041917470532135153 -0.00041122002761918549 -0.00038187403658456875 0.00084259481355029788 -0.00049451683403340502 -0.00022859403349718196 -0.00068444713944449081 0.0004850556742259726 -0.00020385248627411117 0.0011661363267725202 0.000376837439627575 0.00075244738828533905
leaf_weight=0.0010703662533626491 0.0010577815964056851 0.0010016823099860536 0.0013294271723034079 0.001371850292423561 0.0011468389349236904 0.0010008231099873427 0.001323500116078789 0.0010348003139043463 0.0010164453771338362 0.0010411659683908572 0.0013926678796832058 0.0010113316750980509 0.0010263293382615087
leaf_count=612 215 466 197 762 138 476 222 129 180 116 108 126 163
internal_value=0 3.90599e-05 7.50786e-05 0.000127353 0.000175519 0.000100655 0.000165274 0.000260938 -0.000104928 0.000390444 0.000520604 0.000253133 0.000566025
internal_weight=0 0.0147546 0.0136969 0.0123674 0.0113658 0.0102189 0.00921809 0.00784624 0.00205125 0.00579499 0.00475383 0.00336116 0.00203766
internal_count=3910 3298 3083 2886 2420 2282 1806 1044 309 735 619 511 289
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=12
num_cat=0
split_feature=484 133 132 484 42 47 0 150 2 12 0
split_gain=9.58002e-05 8.29777e-05 9.87451e-05 0.000105566 0.000104299 0.000154403 0.00014055 0.000125138 0.000121275 0.000190295 9.06291e-05
threshold=-0.0043499999999999988 0.10064500000000001 0.080815000000000012 0.087270000000000014 -0.089024999999999979 0.086425000000000016 -0.10462499999999998 0.090695000000000012 0.10393500000000001 0.090385000000000007 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00057656405960671215 -0.00046727980286943648 -0.00050786301310533637 0.00066002261499786016 -0.00057946102893280122 0.00071104541290220634 -0.00076416319073402861 0.000187670268736281 -0.00017365296614271707 -4.0908960811416758e-05 0.0011729659394001419 -1.4809449708339585e-06
leaf_weight=0.0010547492926595891 0.0011851547137081012 0.0010028966864219545 0.0010303338269544516 0.0010092386386984205 0.0011834618314543414 0.0011905223730817038 0.0011952561590709019 0.0017619944629016452 0.0015834232275019058 0.0014454321111672481 0.0016337967419225415
leaf_count=612 285 517 231 306 97 85 188 217 379 281 712
internal_value=0 3.58909e-05 7.71456e-05 2.78722e-05 8.27019e-05 0.000147923 -0.000287302 0.000284403 0.000422459 0.000594582 0.000297834
internal_weight=0 0.0142215 0.0132186 0.0121883 0.011179 0.00999389 0.00238578 0.00760811 0.00584611 0.00426269 0.00281726
internal_count=3910 3298 2781 2550 2244 1959 273 1686 1469 1090 809
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=12
num_cat=0
split_feature=484 4 133 4 12 15 43 4 1 0 13
split_gain=0.000117424 8.85163e-05 8.42617e-05 0.000117389 0.000136791 0.000130914 0.00012893 0.000212736 9.46433e-05 0.000107977 9.77321e-05
threshold=-0.0043499999999999988 0.43006500000000009 0.099765000000000006 -0.00072999999999999985 -0.036459999999999992 0.079360000000000014 -0.079109999999999986 -0.049279999999999997 0.12864500000000004 -0.230625 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 9 -6 -11
right_child=1 -3 -4 4 8 -7 7 -9 -10 10 -12
leaf_value=-0.00064658740590366485 -4.0663405680285941e-05 0.00059230793554423413 -0.0005505977145825856 -0.00078350711088767135 0.00034935457515304706 -0.00036161537745552102 0.00021322440016614041 0.0012855809300866485 0.00043822529163857206 0.00013246879826972252 -0.00061419160876146186
leaf_weight=0.0010499340158272212 0.0017859475907589257 0.001010181589597225 0.0010224224638173606 0.001081294158527096 0.0011357386607282471 0.0011437091908099977 0.0018549358815429795 0.0011535691766826261 0.0013147148991296889 0.0010210806066818646 0.0019827230333527529
leaf_count=612 478 253 503 139 86 882 231 198 48 105 375
internal_value=0 3.2463e-05 -9.44124e-06 3.49153e-05 -0.000146399 0.00023447 0.000376665 0.000624405 -2.00932e-05 -0.000165655 -0.00036038
internal_weight=0 0.0145063 0.0134961 0.0124737 0.00653555 0.00593816 0.00479445 0.00300851 0.00545426 0.00413954 0.0030038
internal_count=3910 3298 3045 2542 753 1789 907 429 614 566 480
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=12
num_cat=0
split_feature=14 484 157 133 133 12 0 15 51 0 12
split_gain=0.000129285 0.000113348 0.000121917 7.33352e-05 0.000114487 0.000111062 0.00012647 0.000153028 6.97214e-05 6.84087e-05 5.61264e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.099765000000000006 0.083815000000000014 -0.036459999999999992 -0.074249999999999997 -0.0039399999999999991 0.013805000000000001 -0.17106499999999999 0.092150000000000024
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 -11
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00059977111088457087 -0.0006930837960456343 0.00067219122381096026 -0.00053284195313607987 -0.00048317339215170151 0.00061943741542376573 0.00011561506960814504 0.00082143743865820444 -1.4921350019788605e-05 0.00020653877147396783 -0.00077637232395529737 -0.00015841449363271536
leaf_weight=0.0010043623735761309 0.001002003736113811 0.0012271767693363281 0.0013150331392921136 0.0010065955728040974 0.0012868999932559742 0.0011311118005772401 0.001571208175510333 0.0018100501355627274 0.0017198899307615556 0.0011586370470797489 0.0011030441155837213
leaf_count=583 153 389 243 493 354 105 185 243 193 746 223
internal_value=0 3.54378e-05 8.32995e-05 2.35865e-05 6.95588e-05 -2.58318e-06 7.95116e-05 0.000373719 -0.000115062 -0.000278089 -0.000474988
internal_weight=0 0.014334 0.0133296 0.0121025 0.0110959 0.00980897 0.00849394 0.00338126 0.00511268 0.00339279 0.00226168
internal_count=3910 3757 3174 2785 2292 1938 1695 428 1267 1074 969
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=13
num_cat=0
split_feature=14 457 16 151 159 13 48 15 15 43 3 15
split_gain=0.000134099 0.000123851 0.000119629 8.4053e-05 9.67314e-05 9.13734e-05 0.000167645 8.78112e-05 0.00023645 0.000132547 4.94768e-05 3.38577e-05
threshold=0.054835000000000009 -0.0034949999999999994 -0.50388999999999984 -1.0000000180025095e-35 -0.034019999999999988 -0.40944499999999995 0.093225000000000016 -0.10071499999999999 -0.017214999999999998 -0.075819999999999985 -0.10140999999999999 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 -6 7 -7 -9 10 -10 -4
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.00060129907128685209 -0.00069649535410448856 0.0005948607778332826 0.0006196979956937784 -0.00061438400998902181 -0.00050841325873559316 0.00040258351016727125 0.00080077285279428316 -0.00098717714417982162 9.337091096066726e-05 -0.00030395014760120815 0.00069326379608088942 0.00014047202760508046
leaf_weight=0.0010574043694641317 0.001000743210606953 0.0016236480527114907 0.0010772133623913049 0.0010463807972267746 0.0011127090764462321 0.0014319653657254867 0.0011010876024835446 0.0010278924051337606 0.0010176173959092205 0.0019456656756331519 0.0010999142135648694 0.0011962519813733018
leaf_count=304 147 242 138 455 85 287 170 413 97 1095 225 252
internal_value=0 4.52359e-05 9.5209e-05 2.7922e-05 -5.09995e-05 1.6475e-05 9.30801e-05 -2.6378e-05 -0.000147032 6.55054e-05 0.000404975 0.000367539
internal_weight=0 0.0147378 0.0136803 0.0120567 0.00978323 0.00873685 0.00762414 0.00652306 0.00509109 0.0040632 0.00211753 0.00227347
internal_count=3910 3763 3459 3217 2827 2372 2287 2117 1830 1417 322 390
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=12
num_cat=0
split_feature=158 42 43 3 16 3 14 2 48 1 4
split_gain=0.000130862 0.000112668 0.000122199 0.000158111 0.000138228 0.000115071 0.000111145 0.000146309 0.00012509 0.000107386 7.33272e-05
threshold=0.085745000000000002 -0.10770999999999999 -0.074254999999999988 -0.075954999999999981 0.15737500000000001 -0.100615 -0.13131999999999996 0.087995000000000004 0.091875000000000012 0.083370000000000014 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -4 10 9 -9 -8
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00059678300969356511 -0.00067268229905711237 0.00041705765818809596 -0.00053707755552543398 0.0008542602499356577 -0.00062148138558099965 -0.00038603210217322064 -0.00056103711327707448 0.00014056190645582548 -4.7058357534184038e-05 0.00096011699292838178 9.5003374044586508e-05
leaf_weight=0.0010025856661274131 0.0010698148994215785 0.0016166417408450748 0.0010539351595091947 0.0015636691877008238 0.001356184740581824 0.0011915472800574029 0.0012500513584936725 0.0010059323840905699 0.0016700880289943652 0.001580405283485345 0.001376135093994188
leaf_count=212 410 165 105 303 309 756 771 416 172 189 102
internal_value=0 3.76633e-05 8.42133e-05 0.000354549 -4.29689e-05 7.62973e-05 5.58865e-05 0.000146687 0.000371245 0.000641359 -0.000217269
internal_weight=0 0.0146672 0.0136646 0.00437186 0.00929273 0.00280819 0.00793655 0.00688261 0.00425643 0.00258634 0.00262619
internal_count=3910 3500 3288 1224 2064 921 1755 1650 777 605 873
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=14
num_cat=0
split_feature=484 42 133 43 16 0 474 16 16 4 51 15 15
split_gain=0.000117785 7.87961e-05 0.000110601 0.000122525 0.000101452 0.000121335 0.000115855 6.75219e-05 0.00011204 7.03541e-05 0.000212403 5.11933e-05 2.70469e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.099765000000000006 -0.18906999999999999 0.26538000000000006 0.047345000000000005 0.084655000000000022 -0.055679999999999993 -0.08755499999999998 0.26048500000000002 0.077145000000000005 -0.0089749999999999986 -0.15202999999999997
decision_type=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 -9 -11
right_child=1 2 -4 4 -6 -7 -8 11 -10 12 -12 -13 -14
leaf_value=-0.0006285447000483719 -0.00046983687357996803 0.00070318127340459756 -0.00054579985510052362 -0.00096783303572544276 -0.0004725212217334009 0.00070842294096974657 0.00065865359533683119 -0.00063412151569440414 0.0006537868363732254 0.00041168421018882771 0.00019351780607247286 -2.9907434941056868e-05 -2.3853427119137002e-05
leaf_weight=0.0011019992010344098 0.0010964680414855101 0.0012734620504193947 0.0010167479913268948 0.0010174700837712598 0.001219560668353767 0.0012113004983089768 0.0010520443197534488 0.0010706581110437796 0.0010568153788934045 0.0011475590641919699 0.0014952617531614211 0.001085958968918074 0.0010495438043844477
leaf_count=612 215 102 493 393 325 119 214 309 417 179 166 239 127
internal_value=0 3.59425e-05 7.64328e-05 0.000126328 6.19243e-05 0.000125909 4.72936e-05 -3.38823e-05 7.68119e-05 -5.26525e-05 -0.000276743 -0.000329871 0.00020363
internal_weight=0 0.0147929 0.0136964 0.0126796 0.0114062 0.0101866 0.00897531 0.00792327 0.00576665 0.00470983 0.00251273 0.00215662 0.0021971
internal_count=3910 3298 3083 2590 2488 2163 2044 1830 1282 865 559 548 306
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=10
num_cat=0
split_feature=1 123 16 49 2 150 4 160 52
split_gain=2.51872e-05 6.64337e-05 6.61175e-05 5.89792e-05 7.50231e-05 0.000107023 9.50456e-05 5.66356e-05 0.000116136
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.085974999999999982 0.113945 0.083205000000000015 0.074650000000000008 -0.026849999999999995 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.027264553341673544 0.014023308513970567 0.02123164599647261 -0.0241359770118743 0.013002118314238581 -0.020507534667453739 0.033367213542422093 0.022642368646838947 -0.032964280990835447 0.0043107843672845958
leaf_weight=0.0010975023761148938 0.0011454041917040659 0.0011546730007749922 0.0010091778440659048 0.0010580236339512677 0.0013081078494857649 0.0011570029126619086 0.0014123645400857835 0.0016038438845328994 0.0017455564840154481
leaf_count=136 225 276 175 647 322 166 176 1084 703
internal_value=0 -0.00152378 -0.00405227 -0.00131122 0.00146904 0.00558952 6.71819e-05 -0.00716707 -0.0135382
internal_weight=0 0.0115463 0.0103916 0.00929408 0.0082849 0.00697679 0.00581979 0.00440742 0.0033494
internal_count=3910 3685 3409 3273 3098 2776 2610 2434 1787
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=11
num_cat=0
split_feature=132 42 160 474 43 0 16 12 52 150
split_gain=2.50866e-05 5.1406e-05 7.21212e-05 0.00010516 8.89267e-05 6.65809e-05 0.000152252 0.000147598 5.98414e-05 2.60568e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.083940000000000015 -0.15713499999999997 -0.055679999999999993 0.086865000000000012 -0.048794999999999991 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 -7 -8 -4
right_child=-2 2 4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.019866614007206219 0.014161117150942993 -0.033239680190355357 -0.015917149004359726 0.0095679766227960237 -0.017103943858711997 0.059831306735888115 0.015238154127003307 0.0093269333487219531 -0.018687326053308518 0.0068511415002780966
leaf_weight=0.0013459623388846426 0.0011222539341069508 0.0013113744184379246 0.0010047244362907529 0.001020394048541819 0.0014209238543917242 0.001180889791732545 0.001012293100262328 0.0011346671131493768 0.0010689956272640147 0.001005850430711705
leaf_count=868 395 649 102 307 142 318 496 373 183 77
internal_value=0 -0.00150224 0.000930587 -0.0145068 0.00552881 0.0105479 0.0174411 0.0350832 -0.00218672 -0.00452663
internal_weight=0 0.0115061 0.0101601 0.00233177 0.00782834 0.00640742 0.00439685 0.00231556 0.00208129 0.00201057
internal_count=3910 3515 2647 956 1691 1549 1370 691 679 179
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=10
num_cat=0
split_feature=4 16 52 16 3 1 15 3 15
split_gain=2.59912e-05 4.49555e-05 5.993e-05 7.23927e-05 9.74575e-05 9.19596e-05 0.000138512 5.43699e-05 3.95561e-05
threshold=0.28937500000000005 -0.30307999999999996 0.11110500000000002 0.26538000000000006 0.090325000000000003 0.095575000000000007 -0.0063699999999999989 -0.10140999999999999 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -2
right_child=8 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.021387856890882091 -0.0027816876946398826 -0.045400353881089241 0.01907985574643721 -0.023355659611115319 0.021410019729327118 0.01504740763880188 -0.017839256494278616 0.01367601016159053 0.024188035970136822
leaf_weight=0.0010905053972402974 0.0011638660428561682 0.0010510416796414013 0.0014076679818515294 0.0014675429733053283 0.0017468953956761499 0.0014087678858832162 0.0010403418619532501 0.0011553422694987002 0.0010208082537354374
leaf_count=210 209 725 517 432 166 264 170 1000 217
internal_value=0 -0.00218146 7.60887e-05 -0.00332305 0.00126878 -0.00628887 -0.0155468 -0.00125631 0.00982015
internal_weight=0 0.0103681 0.0092776 0.00786993 0.00640239 0.00465549 0.00324673 0.00219568 0.00218467
internal_count=3910 3484 3274 2757 2325 2159 1895 1170 426
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=10
num_cat=0
split_feature=132 42 160 474 15 15 15 2 52
split_gain=2.28045e-05 3.98527e-05 5.87183e-05 8.83651e-05 7.75348e-05 9.09796e-05 8.76842e-05 0.000126677 2.29099e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004 0.092885000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -7
right_child=-2 2 4 -5 -6 8 -8 -9 -10
leaf_value=-0.017640612324513093 0.013554865760910792 -0.030679913586847515 -0.021281100534591511 0.0088150804363147945 0.02567400529870701 -0.028095960394672399 0.031086942031676276 0.019451127464010592 -0.0067672731498089446
leaf_weight=0.0013374757294429178 0.0011159145570264492 0.001287187872567647 0.0015101322418997381 0.0010117856243403193 0.001458488135506481 0.0010076166123397182 0.0012136119383922873 0.0015443494569609391 0.0010068255411785354
leaf_count=868 395 649 197 307 620 276 322 241 35
internal_value=0 -0.00142513 0.000735012 -0.013298 0.00490263 8.05608e-05 0.00834788 -0.000686839 -0.0174358
internal_weight=0 0.0113775 0.01004 0.00229897 0.00774102 0.00628254 0.00426809 0.00305448 0.00201444
internal_count=3910 3515 2647 956 1691 1071 760 438 311
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=12
num_cat=0
split_feature=14 457 1 0 2 48 16 0 1 2 43
split_gain=0.000133365 0.000101178 0.000110573 0.000132036 0.000118645 0.000178182 0.000151385 0.000126821 0.000120807 0.000113797 5.99936e-05
threshold=0.020750000000000005 -0.0034949999999999994 0.077800000000000022 -0.084074999999999997 1.0000000180025095e-35 0.087500000000000008 -0.035699999999999989 -0.19631499999999999 0.12958500000000003 0.10113500000000002 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -7 10 -5 -4
right_child=-2 2 4 9 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00055254894080704353 -0.00069607895867685582 -0.00078779536870093425 -1.129718967330212e-05 0.00035174004640199202 0.0012352156235946306 -0.00043273345650458064 0.00032872219356123815 0.00046825632520173865 0.00049660843344014993 -0.00036926540935286391 -0.00061014690944157662
leaf_weight=0.0010170179717606366 0.0010026864965018293 0.0010097379880824138 0.0014030754891986353 0.0018292951687759636 0.0012781030523670012 0.0012251250427173233 0.0015887245048818029 0.0011783328503239144 0.0010729294211212453 0.0015587569455866052 0.0011875526013400738
leaf_count=303 153 853 325 632 218 59 318 173 116 326 434
internal_value=0 4.35864e-05 8.90633e-05 -0.000165453 0.000214352 0.000402747 0.00073286 8.99089e-06 -5.6668e-05 2.00237e-05 -0.000285812
internal_weight=0 0.0143487 0.0133316 0.00439779 0.00893384 0.00527029 0.00286683 0.00240346 0.00366356 0.00338805 0.00259063
internal_count=3910 3757 3454 1811 1643 768 536 232 875 958 759
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=12
num_cat=0
split_feature=158 47 47 47 4 150 12 3 2 1 16
split_gain=8.23424e-05 7.04773e-05 0.000128132 9.70065e-05 7.49672e-05 8.60868e-05 8.36796e-05 7.57742e-05 0.000169536 6.48948e-05 2.64294e-05
threshold=0.084965000000000027 0.13206500000000002 0.10678000000000001 0.086425000000000016 0.0057500000000000008 0.11456000000000001 0.051320000000000005 -0.015794999999999997 0.097940000000000013 0.076710000000000014 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 9 -9 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0003006135942724562 -0.00054657930358586754 -0.00046266790211585532 0.00072774487725858728 -0.00050726974551900414 0.00075174752496867073 -0.0001631526104729374 0.00010933617821863231 -0.00073173886147834038 0.00022443881256744471 0.00050039466352595188 0.00014086079344596543
leaf_weight=0.0010013989940214668 0.0010113335962677545 0.0010216533633123368 0.001053022196085788 0.0012299475444918799 0.0016326726153129962 0.0012539999805948956 0.0014919302655559655 0.0015688199381208678 0.0013067634951859173 0.0012065213784944384 0.0010875874944637738
leaf_count=1191 423 79 150 218 270 110 296 187 150 644 192
internal_value=0 3.29745e-05 7.24343e-05 1.38539e-05 7.46097e-05 0.000270837 0.00044501 -6.46202e-05 -0.000297219 0.00013834 -7.07691e-05
internal_weight=0 0.0138543 0.0128327 0.0117796 0.0105497 0.0043786 0.0031246 0.00617109 0.00287558 0.00329551 0.00208899
internal_count=3910 3487 3408 3258 3040 676 566 2364 337 2027 1383
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=10
num_cat=0
split_feature=15 15 43 160 15 16 42 16 150
split_gain=2.7621e-05 8.32148e-05 5.95057e-05 6.32876e-05 6.55893e-05 0.000129828 8.45978e-05 7.72593e-05 4.94813e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.18906999999999999 0.091575000000000017 -0.03231499999999999 0.15737500000000001 1.0000000180025095e-35 -0.013279999999999998 0.082085000000000019
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=0.012615680938626346 -0.028433414887420516 0.018351291300353297 0.0018213700714592549 -0.025629527840466709 -0.004410656664815076 -0.038260543187055927 -0.019147417815133762 0.033472204578540124 0.028303104264423881
leaf_weight=0.0015062640397929651 0.0010618201749027422 0.0016516871426669371 0.0017713917089777634 0.00103014822371002 0.0010877588690704453 0.0010154372169388602 0.0011613034767840244 0.001065866585462723 0.0011726923885187956
leaf_count=317 297 219 681 297 563 220 922 168 226
internal_value=0 -0.00182187 0.0010162 -0.00243154 0.000853566 -0.00697585 0.00260736 0.0143382 0.0123696
internal_weight=0 0.0110181 0.00995629 0.0083046 0.00727445 0.00433037 0.00331493 0.00215363 0.00294408
internal_count=3910 3593 3296 3077 2780 1873 1653 731 907
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=10
num_cat=0
split_feature=0 1 47 48 16 52 1 13 16
split_gain=2.64601e-05 5.95503e-05 4.20356e-05 6.3603e-05 0.000112207 6.88972e-05 5.26728e-05 2.67447e-05 2.0478e-05
threshold=0.055865000000000005 0.076710000000000014 0.086425000000000016 0.085875000000000021 -0.077804999999999985 -0.021309999999999996 0.12811000000000003 0.0099250000000000015 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -4 -2 -1
right_child=7 2 6 -5 5 -7 -8 -9 -10
leaf_value=-0.0075383223989614464 0.021681637554503256 0.032566334778539895 -0.019880611577755888 -0.0090853574308237851 0.015854421811117417 -0.019974775137768394 0.0092275867410937986 -0.0009081988909566401 -0.027561830346997732
leaf_weight=0.0010320031324820218 0.001028066990506297 0.001734924079698484 0.0016367663619608545 0.0018010094203902592 0.0011000465993643567 0.0010479953665431243 0.0010023815804443589 0.0010691273816125779 0.0010112068172544654
leaf_count=1241 116 508 300 240 281 329 76 139 680
internal_value=0 -0.00215083 0.00160446 0.00644697 0.0136512 -0.00162607 -0.00882495 0.0101656 -0.0174482
internal_weight=0 0.0103663 0.00832312 0.00568398 0.00388297 0.00214804 0.00263915 0.00209719 0.00204321
internal_count=3910 3655 1734 1358 1118 610 376 255 1921
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=13
num_cat=0
split_feature=48 50 158 12 1 2 15 12 15 0 12 4
split_gain=0.000111048 0.000111446 0.000128175 0.000102524 0.000154596 0.000159818 0.000153308 0.000145795 0.000160126 9.32454e-05 9.63749e-05 8.96932e-05
threshold=0.12675000000000003 0.086465000000000014 0.083745000000000014 -0.036459999999999992 0.10752500000000002 0.11260500000000001 -0.095799999999999982 0.098355000000000012 0.079360000000000014 -0.11756999999999999 0.085185000000000025 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 -5 8 9 -8 -11 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00029441210131621483 -0.00063148771931555831 -0.00056181844538299205 -0.00059377347491207638 -0.00055965351463847801 0.00062930609050876503 0.0011934763843262672 0.00095825475357846489 -0.00049144664918411281 -0.00036871325748248803 -0.0001077508137197603 0.00065385292884221149 -9.5874226491662635e-05
leaf_weight=0.0018310385087273598 0.0010375222967631539 0.0011220812793503237 0.0010025555411111641 0.0013342940765058812 0.0013603052870492238 0.0010224360476811228 0.0012027787016224423 0.0010312156872631711 0.0010177747117546491 0.0012032795621011215 0.001361708322865026 0.0012660134617802354
leaf_count=359 131 671 415 266 93 142 88 263 834 223 383 42
internal_value=0 3.21657e-05 8.10529e-05 0.000134616 0.000207355 0.000535778 3.97807e-05 0.000177284 0.000321386 0.0005078 0.000296572 0.000279734
internal_weight=0 0.0147555 0.0136334 0.0126308 0.0107998 0.00364875 0.00715105 0.00581676 0.00478554 0.00376777 0.00256499 0.00262632
internal_count=3910 3779 3108 2693 2334 277 2057 1791 1528 694 606 135
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=11
num_cat=0
split_feature=484 0 0 48 3 48 16 2 15 3
split_gain=0.00010589 6.42381e-05 0.000126975 0.000119218 0.000101531 7.86324e-05 0.000149876 7.51793e-05 0.000159725 5.43613e-05
threshold=-0.0043499999999999988 -0.075584999999999986 -0.10575999999999998 0.08593000000000002 0.11818000000000002 0.086285000000000014 -0.25582999999999995 0.10113500000000002 -0.017214999999999998 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 6 -2 8 -3 -4
right_child=1 3 9 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0006083702903535627 -8.8220648239068359e-05 -0.00023153291271590392 -0.00082216660448606064 0.00075289932770203805 -0.00032768576010809477 -0.0001398856463753578 0.00086739782675091372 -0.00028431327682764453 0.00060204449808255354 -0.00018918629182301431
leaf_weight=0.00106532919111054 0.0011349664116375507 0.0016460356708021043 0.001027593951792833 0.0011399070663590891 0.0017513906659465464 0.0013645746198144501 0.0014209984322144636 0.0017100908187359775 0.001908436537993396 0.0010594430235278528
leaf_count=612 157 151 1216 176 157 135 175 417 316 398
internal_value=0 3.26371e-05 -8.73354e-05 0.000177983 6.48198e-05 0.000240161 0.000443059 5.34994e-05 0.000216024 -0.000500847
internal_weight=0 0.0141634 0.00775897 0.00640447 0.00567193 0.00392054 0.00255596 0.00526456 0.00355447 0.00208704
internal_count=3910 3298 2238 1060 624 467 332 884 467 1614
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=12
num_cat=0
split_feature=158 42 43 457 16 52 15 42 15 16 13
split_gain=9.57119e-05 0.000116214 0.000145441 8.03744e-05 8.51544e-05 0.000102454 9.72998e-05 8.47552e-05 0.00016836 0.000141783 0.000115672
threshold=0.085745000000000002 -0.10770999999999999 -0.18906999999999999 -0.0034949999999999994 -0.50388999999999984 0.15091000000000002 0.079360000000000014 0.078965000000000021 -0.095799999999999982 -0.072359999999999994 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -10 -11
right_child=-2 2 3 4 5 -7 -8 -9 9 10 -12
leaf_value=-0.00060162147155503329 -0.00058320325848803135 0.0006684401189033305 -0.0005159181704776154 0.00044515621856223948 -0.00025033452719346695 -0.00059614026849401998 -0.00049080236504113429 -0.00021906379157709142 0.0010896158384844723 0.00064748421020721647 -0.00016580336473497094
leaf_weight=0.0010277051701008981 0.0010312219291005566 0.0014540109321813143 0.0010144803999822512 0.0018488542812153614 0.0017060390139544647 0.0010380925390493 0.0010886087565586816 0.0019061751030895338 0.0010865522330997467 0.0013771378229654439 0.0013137853507909335
leaf_count=212 410 135 292 187 251 358 959 600 69 152 285
internal_value=0 3.45353e-05 8.17952e-05 1.28932e-05 6.00958e-05 -1.47141e-05 5.64763e-05 0.000137098 0.000260907 0.000491802 0.000250414
internal_weight=0 0.0148614 0.0138337 0.0123797 0.0113652 0.00951639 0.0084783 0.00738969 0.00548351 0.00377748 0.00269092
internal_count=3910 3500 3288 3153 2861 2674 2316 1357 757 506 437
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=12
num_cat=0
split_feature=484 133 42 43 133 15 4 4 15 16 13
split_gain=0.000104188 5.86858e-05 9.56224e-05 0.000149822 0.000109953 9.35287e-05 0.00010389 0.000176282 9.58248e-05 7.6651e-05 2.89973e-05
threshold=-0.0043499999999999988 0.099765000000000006 -0.10770999999999999 -0.18906999999999999 0.083815000000000014 0.079360000000000014 -0.00072999999999999985 -0.034289999999999994 -0.15202999999999997 -0.094359999999999986 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 10 -8 -10 -5
right_child=1 -3 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00060459666969226572 -0.00051025414603899201 -0.00042151289938754558 0.00076451330321976167 -0.00026797210579568363 0.00058634326390451263 -0.00056000347816424518 0.00021297380095996178 0.00091498293301260495 -0.00063772052421656213 -4.1827292018203514e-05 0.0001872340807819601
leaf_weight=0.0010646476282905803 0.0010216696355463172 0.0010221269787137654 0.0012255215879180574 0.0010013218747587579 0.0012626503104280736 0.0011262800634128317 0.0019610710348466707 0.0011945625646711255 0.00162641591540443 0.0016946992692971005 0.0011628253449398945
leaf_count=612 183 525 102 122 428 794 265 240 217 224 198
internal_value=0 3.12169e-05 6.60701e-05 0.000114115 4.18499e-05 -2.85394e-05 4.07333e-05 0.000310357 -0.000130709 -0.000333648 -2.33837e-05
internal_weight=0 0.0142991 0.013277 0.0122553 0.0110298 0.00976718 0.0086409 0.00335871 0.00528219 0.00332112 0.00216415
internal_count=3910 3298 2773 2590 2488 2060 1266 560 706 441 320
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=10
num_cat=0
split_feature=475 15 15 151 4 1 3 15 13
split_gain=2.45407e-05 4.43851e-05 6.04166e-05 4.81169e-05 7.43816e-05 0.000116955 6.9017e-05 5.8461e-05 4.59615e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 -0.076429999999999984 -0.0021099999999999995 0.095575000000000007 0.086245000000000016 -0.012569999999999998 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 -5 -9
right_child=1 2 3 4 5 6 -8 8 -10
leaf_value=-0.013194722133331369 0.019071924969856005 -0.023682621571261556 0.018414662399665601 0.028112855863651472 -0.037745730102997428 0.017727756929249182 -0.017526582846952361 0.015027489322958294 -0.0095501790232008898
leaf_weight=0.0012859193144002861 0.0012606756702182214 0.0010378039347012516 0.0014602215467464166 0.001038671612446764 0.0011844761867702436 0.0011801976924358908 0.0010487670542013924 0.0013079935213463805 0.0018190106715197038
leaf_count=621 267 280 314 283 439 131 68 350 1157
internal_value=0 0.0013822 -0.00083083 0.00179278 -0.00140966 -0.0123535 0.00113997 0.00755796 0.000730406
internal_weight=0 0.0113378 0.0100771 0.00903934 0.00757912 0.00341344 0.00222896 0.00416568 0.003127
internal_count=3910 3289 3022 2742 2428 638 199 1790 1507
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=12
num_cat=0
split_feature=14 147 48 52 2 48 13 48 0 0 3
split_gain=0.000154503 0.000122828 0.000120686 0.000128041 0.000188715 0.000206858 0.000153733 8.90637e-05 0.000123218 0.000119691 9.67735e-05
threshold=0.026890000000000004 1.0000000180025095e-35 0.12675000000000003 0.11588000000000002 0.097940000000000013 0.091125000000000025 -0.089189999999999978 0.085875000000000021 -0.10575999999999998 -0.072559999999999986 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 -10 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.00047466561583184118 -0.00075340115490204421 0.00062472339900073674 -0.00066767202268884398 -0.00046892701616981067 0.00070236897799856981 0.0011811593201847277 -0.0001594566639628401 -0.00045736166176805083 -0.00066511763868806642 0.0005047861479420834 -0.00031404483077406622
leaf_weight=0.0017159037189487928 0.0010015136131263499 0.0012730050085326275 0.0010004295467325479 0.0016640116844476019 0.001338105700973403 0.0010720996429900631 0.0019634003733979004 0.0018358834557275988 0.0012097790868214643 0.0011266016002399182 0.0010935552112964569
leaf_count=113 150 215 119 567 104 139 507 303 1381 183 129
internal_value=0 4.15585e-05 -1.13933e-05 3.90363e-05 0.000113473 0.000432844 0.000189843 -8.65918e-05 4.56879e-05 -0.000168918 0.000101465
internal_weight=0 0.0152928 0.0140198 0.0130193 0.0113553 0.00437361 0.00330151 0.00698172 0.00514584 0.00342994 0.00222016
internal_count=3910 3760 3545 3426 2859 750 611 2109 1806 1693 312
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=9
num_cat=0
split_feature=39 13 48 51 1 160 0 2
split_gain=2.56837e-05 4.75395e-05 6.57207e-05 8.48814e-05 7.62032e-05 9.785e-05 5.11405e-05 9.1031e-05
threshold=0.085060000000000011 -0.23438999999999996 0.11379500000000002 0.08955500000000001 0.11198000000000001 -1.0000000180025095e-35 -0.06402999999999999 0.086915000000000006
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=0.015962734766770847 0.01119864059483984 -0.025871373954105104 -0.027680441371937998 -0.028357771321272842 0.020349687126891537 -0.021495412057922186 0.019882826231560072 0.014196804718005763
leaf_weight=0.0013108682609133367 0.0017357155692366922 0.0014409896417808751 0.0010716284226544573 0.001027363730021995 0.0017814497370213511 0.001410249974086438 0.0014061843521179043 0.0014485259019860679
leaf_count=173 417 823 121 332 197 848 259 740
internal_value=0 -0.00189872 -0.00434114 -0.00140377 0.00229466 -0.00334229 0.00426955 -0.00341036
internal_weight=0 0.0108973 0.00958639 0.00851476 0.0074874 0.00570595 0.00426496 0.00285878
internal_count=3910 3493 3320 3199 2867 2670 1847 1588
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=9
num_cat=0
split_feature=12 13 16 1 42 133 2 2
split_gain=2.73727e-05 5.92654e-05 8.71687e-05 5.24735e-05 6.3953e-05 6.77192e-05 6.61664e-05 9.06069e-05
threshold=0.11655500000000001 0.11202500000000001 0.25185000000000007 0.11797500000000001 0.085775000000000004 0.065880000000000008 0.089910000000000004 0.11230000000000001
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=-0.01639222475853758 -0.014728090619095356 0.018710877622965506 -0.029334972696267999 0.019453455525074256 -0.021191107256085199 0.026036109610769877 0.019914790602752579 -0.016900083753478744
leaf_weight=0.0019611112730452927 0.0011599227620478223 0.0016849722553186211 0.0010151654221086459 0.0013883098966976084 0.0013746681749554511 0.0010315213426773584 0.0019482461999836649 0.0010177516760406513
leaf_count=686 187 224 439 336 1114 506 300 118
internal_value=0 0.00139495 -0.00160161 0.00162646 -0.00174847 0.00273698 -0.00214084 0.00728214
internal_weight=0 0.0114217 0.00973677 0.00872161 0.0073333 0.00595863 0.00492711 0.002966
internal_count=3910 3723 3499 3060 2724 1610 1104 418
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=12
num_cat=0
split_feature=47 47 47 1 0 15 49 2 2 2 2
split_gain=7.76794e-05 0.0001327 8.91933e-05 0.000104106 0.000138199 0.000134877 0.000113017 0.000151618 0.000148265 7.35193e-05 3.20458e-05
threshold=0.13206500000000002 0.10783500000000001 0.086425000000000016 1.0000000180025095e-35 -0.084074999999999997 0.079360000000000014 -0.006494999999999999 0.088585000000000011 0.089910000000000004 0.10113500000000002 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -5 -6 -9
right_child=-2 -3 -4 5 9 -7 7 10 -10 -11 -12
leaf_value=-0.00099003107318224948 -0.00067000375601895638 0.00053952134577368361 -0.00065042928170221559 -0.00062345781727045845 0.00011893173180229653 -0.00063403506517613708 0.00087397595433974984 -0.00020438604801709969 0.00026721781764208684 -0.00047098701457794835 0.00028038944021975467
leaf_weight=0.0010393871976441264 0.0010884341084125846 0.001063916320076669 0.0013884602423090671 0.0013889190429328124 0.0016660076775356076 0.0010512410561894382 0.0013575583774035425 0.0010706296696522124 0.0014887673217376923 0.0015849150152281747 0.0010273183656302569
leaf_count=916 81 169 247 172 639 504 260 199 194 323 206
internal_value=0 -0.00012638 -0.000180613 -0.000124738 -0.000367656 1.63953e-05 0.00012436 0.000363391 -0.000162668 -0.00016867 3.29977e-05
internal_weight=0 0.0141271 0.0130632 0.0116747 0.00429031 0.00738443 0.00633319 0.00345551 0.00287769 0.00325092 0.00209795
internal_count=3910 3829 3660 3413 1878 1535 1031 665 366 962 405
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=12
num_cat=0
split_feature=484 42 43 16 0 16 157 49 52 3 2
split_gain=0.00013406 7.54582e-05 0.000110843 0.000133817 0.000120412 0.000181115 0.000110507 0.00011463 9.01447e-05 0.000125411 0.000111704
threshold=-0.0043499999999999988 -0.10770999999999999 -0.074254999999999988 0.26538000000000006 -0.06402999999999999 -0.17157499999999998 -0.057789999999999987 0.093425000000000022 -0.07984999999999999 0.11818000000000002 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 -3 -4 8 -8 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00067789545023611497 -0.00046488459387258711 0.00061143058201994607 0.00063531482332630069 -0.00072156874844893013 0.00071371393786249452 -0.00040446687948416678 0.00037642984413770837 0.0005216894860238236 -0.00042520498458027868 -0.00079593320631209 0.00024580213313261435
leaf_weight=0.0011034660398514364 0.001095507084096981 0.0012442999159511317 0.0010164820396939807 0.0010240322296661752 0.0018063975963741449 0.0014739217742429922 0.0010030501751236449 0.0011191849926486929 0.0018983310946483307 0.0012867099909104254 0.0019171014847117272
leaf_count=612 215 148 152 255 221 724 104 176 732 135 436
internal_value=0 3.04233e-05 6.9773e-05 -5.30784e-05 0.000321331 6.05729e-05 2.999e-05 -5.51802e-05 -0.00016093 -0.000266572 -8.80509e-05
internal_weight=0 0.014885 0.0137895 0.00926489 0.00452462 0.00271822 0.00824086 0.00722438 0.00610519 0.00510214 0.00381543
internal_count=3910 3298 3083 1990 1093 872 1735 1583 1407 1303 1168
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=12
num_cat=0
split_feature=484 42 43 15 16 2 3 42 47 48 2
split_gain=8.76107e-05 9.57417e-05 0.000110606 8.78581e-05 0.000178328 0.000125942 0.000158417 9.74758e-05 7.79665e-05 0.000121053 1.33661e-06
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.24895000000000003 0.10571000000000001 -0.040669999999999991 0.088115000000000013 0.09252500000000001 0.085875000000000021 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 9 10 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00056077525810078988 -0.00053444717528280483 0.00060104386530418009 0.00055474491164553752 -0.00018583119484471105 -0.00091141544270624325 -0.00052052842691749888 0.00066475488279599726 0.00063987248739792041 -0.00044291396412821641 -0.00019529298539849337 0.00045345824615262141
leaf_weight=0.0010443402891937787 0.0010780674512795964 0.001368564090580335 0.0010000369016160064 0.0018750370279277731 0.0010076099055096452 0.0013044483158795653 0.0015277421202679099 0.001352095225108714 0.0010012245643959772 0.0018127421290340317 0.0010036069414791605
leaf_count=612 215 151 114 1253 214 201 137 364 144 244 261
internal_value=0 2.74739e-05 7.3183e-05 1.23972e-05 -0.000162773 -2.52139e-06 0.000196056 0.000174653 4.40856e-05 0.000171849 0.000504011
internal_weight=0 0.0143312 0.0132531 0.0118845 0.00571484 0.00470723 0.00340278 0.00616971 0.00481761 0.00381639 0.00200364
internal_count=3910 3298 3083 2932 1805 1591 1390 1127 763 619 375
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=13
num_cat=0
split_feature=14 42 123 133 43 4 157 160 160 15 47 4
split_gain=0.000212869 0.000115585 0.000122548 0.000141138 9.63031e-05 0.000148905 7.77291e-05 0.000112444 9.13025e-05 0.000102121 0.000107471 8.4583e-05
threshold=0.056865000000000006 -0.10770999999999999 1.0000000180025095e-35 0.088850000000000026 -0.18906999999999999 -0.34687499999999999 -0.062769999999999979 -1.0000000180025095e-35 0.087825000000000014 -0.041049999999999996 0.086425000000000016 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 -9 -11
right_child=-2 2 -4 -5 5 6 7 8 -10 11 -12 -13
leaf_value=-0.0005546204499095504 -0.00088135083445345494 0.00063024345505692113 0.00067331568277255915 -0.00059526877356050117 -0.00056068025914397194 0.0006035161807700386 -0.00050985652507269099 0.0008913244231992084 -0.00025940834083976053 0.00035653686735741919 0.00016480850766776615 -0.00041489664727840437
leaf_weight=0.001124663999866553 0.0010038634149166356 0.0012112340278854815 0.001295472673984434 0.0012153581136318181 0.0013536304016127558 0.00118977209980146 0.0011197482748162013 0.001485548469030614 0.0015455264708416462 0.0010544225424466492 0.001654865709004139 0.0011342653499867236
leaf_count=224 144 89 308 716 232 343 464 265 216 596 162 151
internal_value=0 5.05604e-05 9.82906e-05 4.08308e-05 0.000106631 4.64461e-05 0.000135929 6.63399e-05 0.000160191 0.000281882 0.000508481 -4.32507e-05
internal_weight=0 0.0153845 0.0142598 0.0129644 0.011749 0.0105378 0.00918415 0.00799438 0.00687463 0.0053291 0.00314041 0.00218869
internal_count=3910 3766 3542 3234 2518 2429 2197 1854 1390 1174 427 747
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=13
num_cat=0
split_feature=14 484 474 42 43 2 16 1 150 0 16 15
split_gain=0.000235137 0.000135554 0.000113411 7.46223e-05 0.00015966 0.000131379 0.0001002 0.000143522 7.48737e-05 0.000100495 0.000105262 1.36438e-05
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 -0.10770999999999999 -0.073139999999999983 0.087995000000000004 0.22945500000000005 0.10004000000000002 0.083680000000000018 -0.14136999999999997 0.15737500000000001 -0.093099999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 11 7 -5 9 -7 -11 -6
right_child=-2 2 -4 4 5 8 -8 -9 -10 10 -12 -13
leaf_value=-0.00062331236006003138 -0.00093018001138174392 -0.00043536706150065936 0.00067561283689544706 -9.7193062854514795e-05 -0.00034580951466462161 -0.00043627638406944198 0.00089897108654821199 0.00079565326356791229 0.00047593466372914403 0.00049193043997146303 -0.0003139748684132131 -0.00066939395134625872
leaf_weight=0.0010733051793891763 0.001006347859970543 0.0011302190514729396 0.0012019473354668601 0.0019780952951736252 0.0010011394904875883 0.0016169178191668874 0.001130095419046212 0.0010647839468339807 0.0013684026988466796 0.0016330488365902712 0.001007548745159092 0.0010027853436787126
leaf_count=583 144 191 374 520 130 122 126 226 127 487 189 691
internal_value=0 4.84761e-05 9.94867e-05 4.59437e-05 9.20332e-05 -7.66219e-05 0.000400401 0.000215237 7.69383e-05 -5.13026e-05 0.000184428 -0.000507735
internal_weight=0 0.0152083 0.014135 0.012933 0.0118028 0.00762984 0.00417297 0.00304288 0.00562592 0.00425752 0.0026406 0.00200392
internal_count=3910 3766 3183 2809 2618 1746 872 746 925 798 676 821
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=11
num_cat=0
split_feature=42 43 3 16 14 16 4 1 1 0
split_gain=2.68189e-05 5.5486e-05 8.79545e-05 8.08464e-05 5.85279e-05 0.000112561 8.38122e-05 6.98648e-05 6.14084e-05 5.40235e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15737500000000001 -1.0000000180025095e-35 -0.0090499999999999973 -0.0040999999999999986 0.11215000000000001 0.094695000000000015 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -3 6 -6 8 -8 -2
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.011671256204593449 -0.015468391335689141 -0.02060071931665073 0.03272952126684249 -0.027909691324696412 -0.026493298151146451 0.034172507802736722 0.00069522735790632435 -0.013875246456554066 0.034543426838997748 0.016488899895846332
leaf_weight=0.0017737817755732769 0.0011187945490975372 0.0010412493375410586 0.0012927501465498578 0.0011259571248322725 0.0010504068934646883 0.0010804286238185771 0.0011417332146738289 0.0011582425872399562 0.0010102584646493468 0.0010034137909221484
leaf_count=1060 699 120 486 245 563 186 156 169 78 148
internal_value=0 0.00157736 0.0121672 -0.00317585 0.00112034 0.00527706 -0.00188231 0.00592727 0.0165854 -0.000358477
internal_weight=0 0.0110232 0.00341496 0.00760828 0.00648232 0.00544107 0.00436064 0.00331023 0.00215199 0.00212221
internal_count=3910 2850 1333 1517 1272 1152 966 403 234 847
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=10
num_cat=0
split_feature=2 0 13 3 15 3 43 4 3
split_gain=2.65022e-05 5.97933e-05 5.65575e-05 6.04063e-05 4.98433e-05 0.000105821 0.000111097 8.90715e-05 6.8106e-05
threshold=0.10946500000000002 0.12346000000000001 -0.15078499999999997 0.11818000000000002 0.079360000000000014 -0.10315499999999998 -0.080569999999999989 -0.0010999999999999996 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 -7 -8 -9
right_child=2 -3 3 -5 -6 6 7 8 -10
leaf_value=0.026281816434973966 0.026605407708472202 -0.02342863404378915 0.012509440324479915 -0.018112956764536222 -0.017810680162417099 -0.02731381276568632 0.024843476886159413 -0.025054201359599806 0.011091187248947317
leaf_weight=0.001571568687008155 0.0010457294389094327 0.0012511039059647866 0.0014702030284508873 0.0011465313176999004 0.0012940694899348125 0.0014038438240513932 0.0014622769096957816 0.0010640044729643789 0.00102200141552964
leaf_count=187 166 111 520 81 1309 656 338 422 120
internal_value=0 -0.00313105 0.00694789 -0.00090787 0.000117241 0.0036735 -0.0035013 0.0059199 -0.00734541
internal_weight=0 0.00906887 0.00366246 0.00261673 0.00781776 0.0065237 0.00495213 0.00354828 0.00208601
internal_count=3910 3143 767 601 3032 1723 1536 880 542
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=10
num_cat=0
split_feature=11 43 2 42 2 16 150 0 16
split_gain=2.40002e-05 4.94354e-05 7.49823e-05 7.10923e-05 3.58678e-05 9.04726e-05 7.63802e-05 0.000107177 5.97424e-05
threshold=0.081005000000000008 -0.053009999999999995 0.096540000000000015 0.085195000000000007 0.089910000000000004 -0.057604999999999996 0.083205000000000015 -0.13506999999999997 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -6 -9
right_child=-2 4 -4 -5 6 -7 -8 8 -10
leaf_value=-0.016018163943495724 -0.015025572194480547 -0.032798627427971898 0.028180830659401121 0.015003739424597071 -0.025341261846118509 0.0063218284036295246 0.023283034726651809 0.025962160665406797 -0.0077348205636793696
leaf_weight=0.001400552845490725 0.00100647813077982 0.0012366870095556564 0.0014367980685528773 0.0015633041853962211 0.0016284241013203304 0.0011325534118808872 0.0011617629073889871 0.0010344982012830102 0.0010706822332389281
leaf_count=672 233 718 471 587 167 332 142 386 202
internal_value=0 0.00106888 0.00943298 0.000344525 -0.00399781 -0.0140981 0.000890499 -0.00607725 0.00882408
internal_weight=0 0.0116653 0.00440066 0.00296386 0.00726461 0.00236924 0.00489537 0.0037336 0.00210518
internal_count=3910 3677 1730 1259 1947 1050 897 755 588
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=10
num_cat=0
split_feature=4 16 4 15 0 47 15 3 15
split_gain=2.64384e-05 3.49651e-05 4.82857e-05 0.000110735 7.33717e-05 6.42524e-05 5.76164e-05 5.35631e-05 3.25544e-05
threshold=0.27608500000000008 -0.30307999999999996 0.0057500000000000008 -0.017214999999999998 -0.14867499999999997 0.09252500000000001 -0.021529999999999997 -0.046444999999999993 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -6 -8 -2
right_child=8 2 3 -5 6 -7 7 -9 -10
leaf_value=-0.019371992976290192 -0.0018421272849867242 -0.029846502863962628 0.014846251151531082 0.03618008382526499 0.015377369303687436 -0.020017542758353733 -0.019318898016111169 0.0053284587426439519 0.022336163515876487
leaf_weight=0.0010768225265441458 0.0011682249103566191 0.0010313288681672314 0.0010050708559522364 0.0010531622336012458 0.0015645085911102433 0.0011151037829106739 0.0018654509706699221 0.001671965796149892 0.0010641302529012821
leaf_count=197 209 154 277 57 770 152 1670 192 232
internal_value=0 -0.00231232 -0.000338426 0.00967543 -0.00551958 -0.00349033 -0.000602014 -0.00766928 0.0096833
internal_weight=0 0.0103834 0.00930659 0.00317334 0.00613325 0.00212017 0.00510193 0.00353742 0.00223236
internal_count=3910 3469 3272 486 2786 429 2632 1862 441
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=10
num_cat=0
split_feature=15 15 13 16 16 1 3 49 1
split_gain=2.32847e-05 5.07159e-05 4.47438e-05 6.76657e-05 8.3345e-05 0.000109217 0.000134791 7.91723e-05 0.000104925
threshold=-0.24219999999999997 -0.11739999999999999 0.11596500000000001 0.26538000000000006 -0.30307999999999996 0.099595000000000017 0.090325000000000003 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.011507331106468363 -0.022485493426215402 -0.024007080669031761 0.014367375479365705 -0.024737677071495916 -0.035219312240051391 0.029574189753286351 0.029536914311949498 -0.025848327963345203 0.017059622541706818
leaf_weight=0.0015031367460310819 0.0010665986363017988 0.0011155068693327547 0.0018773445720140875 0.0011950180446878142 0.0010107561093215442 0.0014533506591812035 0.0010296093388958705 0.0010117079530440019 0.0013050635996225452
leaf_count=317 297 229 218 414 322 299 76 1211 527
internal_value=0 -0.00175731 0.000453918 -0.00276247 0.00102915 0.00583565 -0.0020825 -0.0118662 -0.00167779
internal_weight=0 0.011065 0.00999836 0.00812101 0.00692599 0.00581049 0.00435714 0.00332753 0.00231677
internal_count=3910 3593 3296 3078 2664 2435 2136 2060 1738
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=12
num_cat=0
split_feature=14 48 0 15 0 51 47 160 16 0 42
split_gain=0.000137819 0.00010906 0.000114733 0.000217381 0.000160426 8.09558e-05 0.000135988 5.78181e-05 9.72261e-05 0.000107579 0.000111815
threshold=0.020750000000000005 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 -0.08824499999999999 0.085845000000000019 0.078345000000000012 -0.07353999999999998 -0.083564999999999987 0.059810000000000009 0.090615000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -6 -9 10 -10
right_child=-2 -3 4 -5 7 -7 -8 8 9 -11 -12
leaf_value=0.000631994280779652 -0.00070332474391549557 -0.00057250085474201348 -0.00074986112572349476 0.00085805809090326352 0.00043362266751499027 -0.00043754122619525556 -0.00024554608130861741 0.00043913174357556781 -0.00067204744786171283 0.00022243011061257004 0.00013500004402121834
leaf_weight=0.0014087346299863088 0.0010296359571268432 0.0010448979644613931 0.0011254401165341002 0.0018205258238664021 0.0012284516073544508 0.001025039463403524 0.0013105285395117842 0.0013061175914574376 0.0019231449206456768 0.0017230138987441856 0.0010049096272539311
leaf_count=197 153 129 585 193 564 77 91 465 867 159 430
internal_value=0 3.83839e-05 8.43854e-05 0.00030228 -6.15099e-05 3.2054e-05 0.00020907 4.63022e-05 -3.35685e-05 -0.000166313 -0.000395068
internal_weight=0 0.0149208 0.0138759 0.00556483 0.00831108 0.0037443 0.00271926 0.00718564 0.00595719 0.00465107 0.00292805
internal_count=3910 3757 3628 558 3070 365 288 2485 1921 1456 1297
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=14
num_cat=0
split_feature=14 48 4 1 12 4 123 151 150 12 43 13 0
split_gain=0.000111385 0.000117567 0.000125326 0.000148067 0.000132638 0.00021675 0.000120362 0.000121383 0.000109905 9.20432e-05 8.12762e-05 0.000120802 0.000244256
threshold=0.054835000000000009 0.12675000000000003 0.28937500000000005 0.11235500000000002 0.098845000000000016 0.066620000000000026 0.084995000000000015 -0.051109999999999996 0.087235000000000021 -0.023959999999999995 -0.083899999999999988 -0.094679999999999986 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 9 -9 -11 -12 -13
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 11 12 -14
leaf_value=0.00064279221957263394 -0.00064699965511049351 -0.00059349579253785043 2.8789419185743119e-06 0.0010109800921989137 -0.0010578644113708317 0.00020296540370933538 -0.00052888321299830612 -0.00039097966867001542 -0.00054800637236089209 0.00062677467349705443 0.00061380379686932856 0.00046657765954907207 -0.0006744089252277213
leaf_weight=0.0016209540768704345 0.0010173025064348284 0.0011090156504878134 0.0011464106500399538 0.0010953717379389924 0.0011005834701709695 0.0010009786580515954 0.0011066454339515057 0.0010447390406822347 0.0010171266308354448 0.0015399222101345929 0.0012282134874502986 0.0014023023787669312 0.0014854788889853993
leaf_count=406 147 129 98 288 410 79 112 122 126 336 145 345 1167
internal_value=0 2.22494e-05 6.84245e-05 0.000495454 -7.87348e-06 -0.000457328 8.25548e-05 0.00015501 5.25624e-05 0.000143726 0.000242495 9.87234e-05 -0.000120348
internal_weight=0 0.0158977 0.0147887 0.00224178 0.0125469 0.00210156 0.0104454 0.00933874 0.00771778 0.00670066 0.00565592 0.00411599 0.00288778
internal_count=3910 3763 3634 386 3248 489 2759 2647 2241 2115 1993 1657 1512
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=10
num_cat=0
split_feature=4 12 12 1 4 4 3 16 12
split_gain=2.51364e-05 7.60748e-05 7.24767e-05 6.93765e-05 5.83731e-05 8.02908e-05 8.0226e-05 9.62886e-05 6.07509e-05
threshold=0.24280000000000004 0.098845000000000016 0.09302500000000001 0.11235500000000002 0.055260000000000011 0.0057500000000000008 -0.016619999999999996 -0.025139999999999999 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 8 -8 -1
right_child=3 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.025487977148335325 -0.007920699269025739 -0.025612189144574467 0.025831764913223011 0.021594459335011223 -0.024532560712678696 0.023236789397746736 0.0033215221135284934 -0.037321349581101552 -0.0060489113915182698
leaf_weight=0.0010746259100728765 0.0015246407998811169 0.0012628507825969406 0.0010104410532936151 0.0016672653379357768 0.001052149011379129 0.0012800304553370594 0.0010995019959490256 0.0012406782407373669 0.0014152688952239686
leaf_count=127 206 506 468 343 196 137 142 252 1533
internal_value=0 -0.00276969 0.000759945 0.0074963 -0.00277715 0.000969089 -0.00493213 -0.0182258 0.00756225
internal_weight=0 0.00943555 0.0081727 0.00319191 0.00716225 0.00611011 0.00483008 0.00234018 0.00248989
internal_count=3910 3361 2855 549 2387 2191 2054 394 1660
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=9
num_cat=0
split_feature=39 42 49 457 42 13 4 16
split_gain=2.62573e-05 5.16887e-05 6.69605e-05 6.50996e-05 4.38775e-05 6.27366e-05 9.16274e-05 9.45877e-05
threshold=0.085060000000000011 0.091955000000000023 -0.084114999999999981 0.069705000000000003 0.083725000000000008 -0.10939499999999998 0.0082450000000000006 -0.27337499999999998
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=-0.02060047511330414 0.011323149202349775 -0.018757443640527463 0.013824522913440065 0.024832170190971108 0.017828300067695927 -0.028374780604125516 -0.020069864601885225 0.019849162365778723
leaf_weight=0.0012568982616020736 0.0017191106258845753 0.0015702824633077013 0.001528287656208935 0.0012868578025009778 0.0011766912070605533 0.0016186082422867511 0.001055360530783242 0.001356544745505112
leaf_count=191 417 682 167 202 825 1085 131 210
internal_value=0 -0.00197868 0.000860706 0.00422313 0.000285641 -0.0034278 -0.00996953 0.00238207
internal_weight=0 0.0108495 0.00927925 0.00802235 0.00673549 0.0055588 0.00403051 0.00241191
internal_count=3910 3493 2811 2620 2418 1593 1426 341
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=10
num_cat=0
split_feature=132 42 40 47 4 52 15 0 48
split_gain=2.36869e-05 5.90521e-05 7.06919e-05 7.26796e-05 0.000114045 7.96636e-05 9.83818e-05 8.54594e-05 6.27179e-05
threshold=0.080815000000000012 -0.089024999999999979 -0.018084999999999997 0.09252500000000001 -0.23071499999999998 -0.0066199999999999991 -0.10192499999999999 -0.099864999999999995 0.082070000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 -7 -8 -6
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=-0.024559747821159668 0.013731227458796527 0.021065015400039164 -0.02619657408444398 -0.023528461644570023 -0.023629714778775155 -0.0076037296511515615 0.046402489008571052 0.0095492786255048853 0.0077713054186084075
leaf_weight=0.0010126013179173688 0.001120149221961758 0.001469061345379598 0.0012574161577548169 0.0014000867407041422 0.0011843501572056398 0.0011834032977736707 0.0012171313264940937 0.0013026935704563156 0.0013739781207235333
leaf_count=370 395 332 219 307 600 199 169 1156 163
internal_value=0 -0.00150816 0.000738834 -0.0026091 0.00128624 0.0068052 0.0161803 0.0273502 -0.00676545
internal_weight=0 0.0114007 0.0103881 0.00891906 0.00751897 0.00626156 0.00370323 0.00251982 0.00255833
internal_count=3910 3515 3145 2813 2506 2287 1524 1325 763
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=14
num_cat=0
split_feature=14 484 157 3 2 2 1 2 16 47 13 3 0
split_gain=0.000150511 0.000113968 0.000131937 9.97579e-05 0.000157474 9.39626e-05 0.00023311 0.000142955 0.000118556 0.000137582 8.36938e-05 8.30916e-05 8.13236e-07
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.100615 0.106035 0.10571000000000001 0.10498500000000001 0.096540000000000015 -0.08286499999999998 0.092255000000000018 0.098990000000000009 0.12991000000000003 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 7 -7 8 12 -10 -4 -8 -5
right_child=-2 2 3 5 -6 6 11 -9 9 -11 -12 -13 -14
leaf_value=-0.00058544887277345379 -0.00074062010969533788 0.00067976393588200883 0.00040315072512187413 0.00023315383782808111 0.00092641814913777324 -0.0010266406822896821 0.00043720117723205934 0.00064467240955704702 -0.00076123740732220928 0.00011919183051345295 -0.00036343502954283455 -0.0003457283175757951 0.00031205145238789053
leaf_weight=0.0010386803612964278 0.0010106775493931288 0.0013114619047219786 0.0010853845450075105 0.0010043425773571535 0.0010974136156969086 0.0012130165553997964 0.0010657974839408694 0.0012988865315783325 0.001476067018699798 0.0012690924202520965 0.0011050301109649871 0.0010198562913905571 0.0010047889170556731
leaf_count=583 153 389 101 71 131 253 161 234 813 127 103 133 658
internal_value=0 4.11453e-05 8.7796e-05 2.63749e-05 0.00032016 -7.69111e-05 -0.000343156 6.81785e-05 -8.93214e-05 -0.000354213 1.64201e-05 5.43593e-05 0.000272611
internal_weight=0 0.0149898 0.0139511 0.0126397 0.00328783 0.00935185 0.00329867 0.00605318 0.00475429 0.00274516 0.00219041 0.00208565 0.00200913
internal_count=3910 3757 3174 2785 335 2450 547 1903 1669 940 204 294 729
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=9
num_cat=0
split_feature=1 376 43 0 47 48 0 1
split_gain=2.81625e-05 5.48121e-05 4.73541e-05 8.75423e-05 0.000158504 7.71312e-05 7.06791e-05 5.60885e-05
threshold=0.13662500000000002 0.048375000000000008 -0.069974999999999996 0.0059850000000000016 0.077735000000000012 0.086125000000000021 -0.070894999999999986 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0085401903736785738 0.014855345062848045 0.020375072056630167 -0.0032413462101273044 -0.030858079883745407 -0.034906194185738953 -0.016209086099816517 0.019526821541007867 0.024967918958604302
leaf_weight=0.0017987965899034842 0.0011393915855523106 0.0010291031564241731 0.0011131954900962379 0.0014162412116288138 0.0011993967067492738 0.0011078037356514782 0.0017901025696229638 0.0019214258083643746
leaf_count=1163 225 173 985 227 231 166 285 455
internal_value=0 -0.00163489 -0.00382399 -0.00875393 -0.0028936 0.00637532 0.00545932 0.0146199
internal_weight=0 0.0113761 0.010347 0.00675806 0.00534182 0.00414243 0.0035889 0.00303462
internal_count=3910 3685 3512 2064 1837 1606 1448 1440
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=11
num_cat=0
split_feature=0 1 39 47 4 15 49 13 16 2
split_gain=2.63498e-05 5.05312e-05 4.1096e-05 5.73039e-05 0.000103944 0.000131708 8.37211e-05 2.51476e-05 2.46713e-05 1.75488e-05
threshold=0.055865000000000005 0.076710000000000014 0.085060000000000011 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.006494999999999999 0.0099250000000000015 -0.013024999999999998 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -6 -3 -2 -1 -7
right_child=7 2 -4 -5 5 9 -8 -9 -10 -11
leaf_value=-0.0054296509257417405 0.021276898433847974 -0.033321084761236193 0.019035061552396714 -0.018099722614389829 -0.013179878800245496 0.039479224990844337 0.0040786210173859487 -0.00062653444951132724 -0.027316443355217008 0.021024300421167916
leaf_weight=0.0010458128031350807 0.0010271040041972971 0.0010587062754173144 0.001127533657525109 0.0016125307389476522 0.0010649230656469277 0.0010170451949221074 0.0013771026006986682 0.0010704754391597238 0.0010147521656640175 0.0010443431145660789
leaf_count=1241 116 194 310 272 102 104 630 139 680 122
internal_value=0 -0.0021914 0.00128748 -0.00150164 0.00331036 0.015377 -0.0121769 0.0100987 -0.0162081 0.0301296
internal_weight=0 0.0103627 0.00830218 0.00717465 0.00556212 0.00312631 0.00243581 0.00209758 0.00206056 0.00206139
internal_count=3910 3655 1734 1424 1152 328 824 255 1921 226
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=12
num_cat=0
split_feature=484 474 52 2 51 160 13 13 151 16 2
split_gain=0.000131055 8.86394e-05 9.92947e-05 0.000114041 9.82268e-05 9.74582e-05 9.03327e-05 0.000215362 9.81998e-05 0.000124626 0.000163584
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096970000000000015 -0.095859999999999987 -1.0000000180025095e-35 -0.083924999999999986 -0.16277999999999995 -0.0088999999999999982 -0.072804999999999981 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -7 -8 10 -10
right_child=1 -3 5 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.00066928715798215477 0.00048186198644369733 0.0005534758620480717 -0.00058882739404094505 0.00082963981820200568 -0.00033731072016926787 -0.00017812857915302277 -0.00067302593627642342 0.00085162470845629888 -0.00023218050821309359 -0.00040911074377456767 0.00077255306306748194
leaf_weight=0.0010582056044719816 0.0010600687166819767 0.0012102890081749822 0.0013404195597844391 0.0010475628889521742 0.0011996763476704803 0.0019261874659312287 0.0011856435075715032 0.0013131803660983475 0.0012918685087017657 0.0019515510869078747 0.0012033366158736415
leaf_count=612 97 318 547 318 245 137 131 373 606 293 233
internal_value=0 4.51049e-05 -4.0531e-07 0.000294875 4.69713e-05 -9.60345e-05 -2.15793e-05 0.000239315 -0.000171627 -3.79391e-05 0.000252362
internal_weight=0 0.0147298 0.0135195 0.00330731 0.00225975 0.0102122 0.00887177 0.00323937 0.0056324 0.00444676 0.00249521
internal_count=3910 3298 2980 660 342 2320 1773 510 1263 1132 839
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=10
num_cat=0
split_feature=4 12 4 157 12 16 1 15 47
split_gain=2.6029e-05 6.66295e-05 8.48532e-05 8.60102e-05 9.32025e-05 0.000109577 6.25006e-05 6.20827e-05 6.23495e-05
threshold=0.24280000000000004 0.098845000000000016 -0.0010999999999999996 -1.0000000180025095e-35 0.088325000000000015 -0.049719999999999993 0.11235500000000002 -0.017214999999999998 0.077735000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 8 -4
right_child=6 -3 7 4 -6 -7 -8 -9 -10
leaf_value=-0.016755568963784155 -0.006867367649719242 -0.024280306147092645 -0.0051633987810657048 0.028542973772184534 0.039743475808218118 -0.01175741507917886 0.021318266617683317 0.007674824823108526 -0.039638229570936469
leaf_weight=0.0010424379210122342 0.0015175792177440682 0.001247158815545788 0.0010619772474204253 0.0011878690413815423 0.0011322317896414829 0.0015616937583641506 0.0016336332830354933 0.0010411346185148522 0.0010367274184835697
leaf_count=486 206 506 321 528 743 471 343 132 174
internal_value=0 -0.00277002 0.000556678 0.00874776 0.0155966 0.0056532 0.00774447 -0.0122895 -0.0221934
internal_weight=0 0.00931123 0.00806407 0.00492423 0.00388179 0.00274956 0.00315121 0.00313984 0.0020987
internal_count=3910 3361 2855 2228 1742 999 549 627 495
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=12
num_cat=0
split_feature=484 457 1 12 52 12 42 43 42 2 0
split_gain=0.000135489 7.60533e-05 7.49395e-05 0.000118306 0.000101005 0.000101342 7.17099e-05 0.000123313 9.85638e-05 0.000120098 6.86518e-05
threshold=-0.0043499999999999988 0.090150000000000022 0.13662500000000002 0.11655500000000001 0.11262000000000001 0.097345000000000015 -1.0000000180025095e-35 -0.083684999999999996 0.083815000000000014 0.10869000000000002 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00069727291000990063 -0.00038951643905754164 -0.00044291890468590225 0.00057172589413658891 -0.00057058496893196554 -0.00037920396288635013 0.00068533935403952066 0.00066603958188593039 0.00062775643712804322 -0.00046405533382446617 -0.00034636595843457986 9.9012123836010545e-06
leaf_weight=0.0010030982923722844 0.0010079412807308891 0.0011123401477873837 0.0011386853805646973 0.0010891901567548672 0.0014163562215386569 0.0013232976969509902 0.0015063502731807949 0.0017930976007831667 0.0011997189455965774 0.001204618933043182 0.001125342995079992
leaf_count=612 657 166 202 114 462 325 298 107 641 122 204
internal_value=0 4.88727e-05 9.15949e-05 4.47303e-05 0.000108095 0.000183441 9.86944e-05 0.000170752 3.05848e-05 0.000174514 0.000389513
internal_weight=0 0.0139169 0.0128046 0.0116659 0.0105767 0.00916037 0.00783707 0.00682913 0.00532278 0.00412306 0.00291844
internal_count=3910 3298 3132 2930 2816 2354 2029 1372 1074 433 311
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=13
num_cat=0
split_feature=484 133 42 43 160 160 133 2 1 2 16 3
split_gain=0.000121563 7.59922e-05 0.000107068 0.000124276 8.49053e-05 8.20308e-05 0.00018273 0.000166475 0.000219107 0.00012297 0.000125618 8.3582e-05
threshold=-0.0043499999999999988 0.099765000000000006 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0056849999999999991 0.10836000000000003 0.11198000000000001 -0.0050599999999999994 -0.110495 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 9 -9 -8 -11 -12
right_child=1 -3 3 4 -6 6 7 8 -10 10 11 -13
leaf_value=-0.0006625685914312848 -0.00053654265692147033 -0.00047694438857643885 0.00072212111609117372 -0.00032284983600052027 -0.00044569746291498765 -0.00058208479499489583 1.5349635775243868e-05 -0.00074698335778124007 0.00050634383235691085 0.0012681999047736026 7.3643966579293153e-05 0.00077570989607798175
leaf_weight=0.0010421113677773633 0.001024528059318291 0.0010470357932378929 0.001201345993581091 0.0013946860065218334 0.0011523754233279939 0.0010299359848489308 0.0014805118872122276 0.0011401591467279683 0.0010125092478814974 0.0010231437496766894 0.001189107697241655 0.0014432419868996909
leaf_count=612 183 525 102 527 158 728 193 158 185 77 330 132
internal_value=0 3.13626e-05 7.2016e-05 0.000123685 5.75194e-05 0.000117221 0.000191002 0.000300244 -0.00015748 0.000492091 0.000685177 0.000458567
internal_weight=0 0.0141386 0.0130915 0.012067 0.0108657 0.0097133 0.00831861 0.00728867 0.00215267 0.00513601 0.00365549 0.00263235
internal_count=3910 3298 2773 2590 2488 2330 1803 1075 343 732 539 462
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=12
num_cat=0
split_feature=484 474 160 133 457 0 0 48 133 42 0
split_gain=0.000156387 0.000100909 9.37248e-05 0.000100478 9.58986e-05 7.40879e-05 0.000134394 0.000104361 7.68484e-05 7.58572e-05 7.57857e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 0.090150000000000022 -0.15713499999999997 -0.10575999999999998 0.086870000000000017 0.084760000000000016 0.08401500000000002 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 10 -8
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00074335000941396791 -0.00047648628875561374 0.00059480646238692164 -0.00047837785895319388 -0.00021107772860549888 -0.00044139969889693114 0.00079799315747211953 -0.00036102651607826218 0.00070200083650109413 -0.00038074113275037713 0.00056122342915330644 0.00030706742361306314
leaf_weight=0.0010255899553434861 0.0014175109890429772 0.0011949188845608869 0.0012024626006766305 0.001520662060308345 0.0010481118453440899 0.0014604911655958525 0.0013020994031522678 0.0010475173874854903 0.0013410007836950123 0.0012503998319674742 0.0013090706351897388
leaf_count=612 556 318 820 115 117 188 211 196 506 153 118
internal_value=0 4.96909e-05 -8.05475e-07 5.79207e-05 0.000120656 0.000184472 0.000262481 0.000137345 2.36537e-05 0.000164087 -2.60877e-05
internal_weight=0 0.0140942 0.0128993 0.0114818 0.0102794 0.00923124 0.00771058 0.00625009 0.00520257 0.00386157 0.00261117
internal_count=3910 3298 2980 2424 1604 1487 1372 1184 988 482 329
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=12
num_cat=0
split_feature=14 457 1 0 2 51 48 16 12 3 2
split_gain=0.000140752 0.000129564 0.00010467 0.000133057 0.000100672 0.000148402 0.000156472 0.00013035 0.000109722 0.00010739 9.79991e-05
threshold=0.020750000000000005 -0.0034949999999999994 0.077800000000000022 -0.084074999999999997 1.0000000180025095e-35 0.11524000000000002 0.087500000000000008 -0.035699999999999989 0.10333000000000002 -1.0000000180025095e-35 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 7 -6 9 -4 -5
right_child=-2 2 4 10 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00059969294175816329 -0.00070271889570147346 -0.0007496093180191976 -0.00055535386542576769 0.00035548339034805908 0.0013728061332544644 -0.00027868001678448614 0.00010008668193375872 0.00048128348728783692 0.0005207771727271512 0.00024964109729493881 -0.00030126452580740535
leaf_weight=0.0010924997720173262 0.0010220141912224761 0.0010568020482394015 0.0015984847192985121 0.0018427938166651393 0.0011014186415097653 0.0010108725978068694 0.0017303648203769459 0.001474835147211858 0.0010246166123560815 0.0010594268183505102 0.0016608280791747219
leaf_count=303 153 853 667 632 204 100 162 302 115 93 326
internal_value=0 4.98913e-05 0.000102225 -0.00013978 0.000224852 0.000397429 0.000556129 0.000862434 -2.4345e-05 -0.000234488 4.4164e-05
internal_weight=0 0.0146529 0.0135604 0.00456042 0.00900002 0.00531749 0.00430662 0.00257625 0.00368253 0.00265791 0.00350362
internal_count=3910 3757 3454 1811 1643 768 668 506 875 760 958
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=10
num_cat=0
split_feature=1375 49 49 42 47 13 13 3 43
split_gain=3.52446e-05 4.788e-05 9.28791e-05 5.40353e-05 7.09195e-05 0.000100523 6.53642e-05 5.67183e-05 5.11258e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.084114999999999981 0.091955000000000023 0.11069000000000002 0.049070000000000009 -0.13934999999999997 0.096385000000000012 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.018065708430285009 -0.0030357615862894797 -0.014146501430928785 0.035646537087193994 -0.019998005045868569 0.025457340437957728 -0.030642046341660623 -0.0010275372672689173 -0.0098451655531829087 0.026973597048437287
leaf_weight=0.0010060549847479517 0.0014431855327692658 0.0015956026415366812 0.0010891722736313851 0.0014024593247077607 0.0010527363788929295 0.001063923895049025 0.0010031041171506374 0.0010657643713046644 0.0018632682873036017
leaf_count=180 248 180 222 749 132 418 608 100 1073
internal_value=0 0.00144744 0.0136016 -0.00195469 0.00135558 -0.00249365 0.00292407 0.00985105 0.0171744
internal_weight=0 0.0115792 0.00253236 0.00904686 0.0076444 0.00659166 0.00552774 0.00393214 0.00286637
internal_count=3910 3730 470 3260 2511 2379 1961 1781 1681
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=10
num_cat=0
split_feature=1375 49 16 133 12 52 0 4 1
split_gain=2.86565e-05 3.90364e-05 8.01691e-05 4.73248e-05 6.27281e-05 7.72416e-05 7.79232e-05 5.17332e-05 4.27565e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.094359999999999986 0.087485000000000021 0.094045000000000004 0.067395000000000024 -0.074249999999999997 -0.034289999999999994 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.01631255937699792 0.03193450265151012 -0.020646799136684026 -0.0039058899551090557 -0.020728736029464206 -0.015907127709946796 0.0035991119498515983 0.040944537097753447 0.015189911299203657 -0.010144175339077178
leaf_weight=0.0010029359521136301 0.0011401307077913841 0.0011472602547978796 0.0013789517050836449 0.0011483655883499028 0.0017148634158191522 0.0012389363479726272 0.0010176346307892992 0.0016003462619737872 0.00114125262510691
leaf_count=180 141 470 329 873 552 625 89 465 186
internal_value=0 0.00131086 0.0123154 -0.00176633 0.00100402 0.00572302 0.0204406 -0.00281707 0.00464402
internal_weight=0 0.0115277 0.00251908 0.00900866 0.00786029 0.00614543 0.00225657 0.00388886 0.0027416
internal_count=3910 3730 470 3260 2387 1835 714 1121 651
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=11
num_cat=0
split_feature=484 15 42 52 52 0 4 4 43 15
split_gain=0.000137151 8.05905e-05 0.000184363 0.000107767 0.000102157 0.000130954 0.000109904 0.000145193 8.49598e-05 7.81796e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.060615000000000009 -0.081429999999999989 0.11110500000000002 0.12500000000000003 -0.0010999999999999996 0.25367000000000006 -0.078644999999999979 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 -5 -8 -2 -9
right_child=1 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.00068522019115633669 4.9389600663064505e-05 -0.00063274309721901741 0.00037523045142181562 0.00059549400481369991 0.00039414592635100051 -0.00071524750176755537 -0.00057613002188424171 0.00046274063589287731 0.00069720355303902687 -0.00023442516430171432
leaf_weight=0.001062848542910084 0.001343163804881563 0.0018124423558256485 0.0011342339667540606 0.001006449549256932 0.0019464750424938301 0.001158971651024715 0.0016634150426647135 0.0014690735363110047 0.0018509431642900667 0.0010679966964883417
leaf_count=612 340 693 660 240 325 53 259 220 365 143
internal_value=0 4.45771e-05 -0.000244754 0.000118671 1.04298e-06 -0.000119154 1.35254e-05 -0.000125916 0.000424789 0.000169264
internal_weight=0 0.0144532 0.00294668 0.0115065 0.00831238 0.00636591 0.00520693 0.00420049 0.00319411 0.00253707
internal_count=3910 3298 1353 1945 1240 915 862 622 705 363
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=13
num_cat=0
split_feature=484 474 52 2 160 12 160 1 2 2 4 12
split_gain=0.000122103 7.90442e-05 0.000106253 0.000135163 8.2739e-05 0.000109163 0.000124455 0.000144807 0.000101028 5.36257e-05 0.000106256 1.04605e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.11655500000000001 0.085065000000000016 0.11561500000000001 0.083585000000000007 0.10113500000000002 0.17888000000000001 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 7 8 -6 -10 -11 -2
right_child=1 -3 4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00065144786248403296 -0.00017428482032255351 0.00051087260816569738 -0.00056157693016629907 0.00076716129015648427 -0.00041213270744375164 -0.00057537156903613167 -0.00053381153443685504 0.00079223783128373043 0.00044200808578501036 -0.0004586333674776115 0.00041841427176148846 0.00010872503524191839
leaf_weight=0.0010851448454617498 0.0010084153251589418 0.0012068373534871472 0.0013615210165712254 0.0013599472544745354 0.0015070538219557482 0.0012702074674709749 0.0012044872668413378 0.0011245433773147545 0.0017370202025841796 0.0010679369969328611 0.0010564867600668798 0.0010001070137020179
leaf_count=612 101 318 547 360 432 82 149 203 698 108 101 199
internal_value=0 2.98063e-05 -1.25781e-05 0.00028983 -0.000111196 -4.28175e-05 4.50619e-05 0.000152445 1.84276e-05 0.000186468 -2.24731e-05 -3.33652e-05
internal_weight=0 0.0149046 0.0136977 0.00336847 0.0103293 0.00896774 0.00769753 0.00649304 0.0053685 0.00386144 0.00212442 0.00200852
internal_count=3910 3298 2980 660 2320 1773 1691 1542 1339 907 209 300
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=12
num_cat=0
split_feature=484 457 52 39 2 51 12 160 13 13 15
split_gain=0.000109052 6.7243e-05 8.88056e-05 0.000100203 9.2674e-05 0.000140609 8.16502e-05 0.000105494 7.3093e-05 0.000114692 6.30113e-05
threshold=-0.0043499999999999988 0.090150000000000022 -0.062489999999999997 0.085060000000000011 0.091985000000000011 -0.095859999999999987 0.11655500000000001 -0.083654999999999993 -0.083924999999999986 -0.16277999999999995 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 -4 9 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0006305890630575199 0.00060541802038209427 -0.00042151274818549606 -0.0006008254032375777 0.00053324946882439539 0.00066286805659757368 -0.00034565988087787504 -0.0005945305321426751 -0.00010812122955145169 0.00022837507459294378 0.00078990552252967451 -0.00032562785199377722
leaf_weight=0.0010109706536268253 0.0010559866049006245 0.0011338066244786513 0.0010400789621329764 0.0010472441171031277 0.0017094585835233309 0.0013769169241063884 0.001152173775677388 0.0010537276945908202 0.0013140228234323707 0.001136536627403764 0.00197671553916687
leaf_count=612 107 166 489 195 488 306 85 89 203 321 849
internal_value=0 3.62498e-05 7.65996e-05 -3.56887e-05 0.000312989 6.71496e-05 -0.000113337 -2.83179e-05 8.03216e-05 0.000357868 -0.000104409
internal_weight=0 0.0139967 0.0128629 0.0087205 0.00414236 0.0024329 0.00767326 0.00652108 0.005481 0.00219026 0.00329074
internal_count=3910 3298 3132 2231 901 413 2036 1951 1462 410 1052
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=10
num_cat=0
split_feature=0 15 43 3 42 47 48 4 13
split_gain=2.77579e-05 5.29265e-05 4.42759e-05 0.000117419 7.14339e-05 6.38353e-05 6.04871e-05 4.22923e-05 2.24167e-05
threshold=0.055865000000000005 0.084050000000000014 -0.079109999999999986 -0.074234999999999982 0.084100000000000022 0.09252500000000001 0.085845000000000019 -0.00072999999999999985 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 -2
right_child=8 -3 3 5 -6 -7 -8 -9 -10
leaf_value=0.005382947888531677 0.020813386940987177 -0.021445362342318669 0.025967842233726723 0.027257755673911033 -0.028649432053941822 -0.024694933441720454 -0.014485887420823108 0.00074429428060718283 0.00027409098457486722
leaf_weight=0.0012764963462899518 0.0010389716994696459 0.0012600776370744341 0.0018615358184688006 0.0010386255179269475 0.0011933610447171835 0.0011041313990846555 0.0013406770254179045 0.0014299071261869782 0.0010876398936761067
leaf_count=432 116 1307 529 140 543 177 191 336 139
internal_value=0 -0.00221927 0.000401287 0.0045798 -0.0110605 -0.00352356 0.00261313 0.0118997 0.0103087
internal_weight=0 0.0105048 0.00924473 0.00677488 0.00246986 0.00491334 0.00380921 0.00246853 0.00212661
internal_count=3910 3655 2348 1373 975 844 667 476 255
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=9
num_cat=0
split_feature=52 457 160 2 3 16 2 2
split_gain=2.54419e-05 6.47483e-05 5.59651e-05 5.09873e-05 0.000149422 0.000150037 4.90464e-05 4.5864e-05
threshold=-0.048794999999999991 0.084485000000000018 -1.0000000180025095e-35 0.11005500000000001 -0.13309499999999996 -0.14118999999999995 0.12168500000000002 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -5 -1
right_child=2 -3 3 6 5 -7 -8 -9
leaf_value=0.0021516515456802255 -0.020550740947605086 -0.014480639286957808 -0.037902806650477447 0.029550321454953246 0.026770915780282314 -0.01433965325270214 -0.0016028395675505029 0.026006090919528487
leaf_weight=0.0017301633324730884 0.0015419919072075386 0.0011361694639546865 0.0010730947861264965 0.0010024640115890782 0.0016498836775480418 0.0019218262538325049 0.0010191230732415955 0.0015089356207452927
leaf_count=483 924 148 104 134 212 1165 181 559
internal_value=0 0.00605946 -0.00338217 0.000589061 -0.00518057 0.00465059 0.0138454 0.0132643
internal_weight=0 0.00437527 0.00820838 0.00666639 0.0046448 0.00357171 0.00202159 0.0032391
internal_count=3910 1190 2720 1796 1481 1377 315 1042
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=13
num_cat=0
split_feature=484 474 52 52 39 160 151 12 42 2 2 1
split_gain=0.00012104 8.98299e-05 9.6622e-05 0.000141413 0.000113539 0.000130576 0.000107015 0.000135178 0.000125349 0.000185277 8.04213e-05 4.60654e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 -0.27466499999999994 0.005105000000000001 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.083725000000000008 0.090420000000000014 0.091250000000000012 0.11477000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 -8 -5 -9
right_child=1 -3 4 10 -6 6 7 11 -10 -11 -12 -13
leaf_value=-0.00063497261979914563 -0.00028283040286020415 0.00054146545891990531 -0.00083598005715180277 0.00022221962650491897 0.00037447159364307239 -0.00063087849818214655 -0.00060561907935789922 -0.00061580424735299829 0.00073731270906747992 0.00039452983699815716 0.00097737986969633883 -6.0799941551848815e-05
leaf_weight=0.0011186457012394594 0.0011298788898532509 0.0012294035867455319 0.0010633361193547429 0.0011710060641258917 0.00161098512540835 0.001242206026648659 0.0011948630500468777 0.0013483375944543432 0.0012205432614061928 0.0017625969505185132 0.0010096913892319072 0.0010024243455741405
leaf_count=612 307 318 506 199 262 129 527 322 359 171 154 44
internal_value=0 3.36514e-05 -1.17335e-05 0.000280165 -0.000104249 -0.000191547 -0.000103366 -2.99782e-06 0.000208637 -9.54697e-06 0.000571869 -0.000379136
internal_weight=0 0.0149853 0.0137559 0.00331058 0.0104453 0.00883431 0.00777097 0.00652877 0.004178 0.00295746 0.0021807 0.00235076
internal_count=3910 3298 2980 660 2320 2058 1552 1423 1057 698 353 366
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=11
num_cat=0
split_feature=1 376 484 160 150 3 13 13 150 0
split_gain=2.49957e-05 5.53861e-05 5.2982e-05 9.90801e-05 6.15366e-05 7.50857e-05 0.000120245 6.60649e-05 1.6949e-05 1.22483e-05
threshold=0.12730000000000002 0.048375000000000008 0.084225000000000008 -1.0000000180025095e-35 0.082085000000000019 -0.075404999999999986 -0.070604999999999987 -0.009474999999999999 0.10530000000000002 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -6 -2
right_child=9 -3 -4 4 8 7 -8 -9 -10 -11
leaf_value=-0.03547693908133432 0.017836630652250992 0.020216152069330022 0.015056704292267978 0.022816859713564765 0.020624737801415122 -0.040542009282336575 -0.01887688572100351 -0.0072114831814699774 0.0024797222383515561 0.0022887276634125189
leaf_weight=0.0010825008762996823 0.0010147256867200916 0.0010101556352187799 0.0012198944622328145 0.0014125491562451769 0.0010331876289510376 0.0010529071205589505 0.0013554838181086752 0.0013664672054207669 0.0010259972878446377 0.0010119860183067592
leaf_count=729 211 149 388 580 129 277 957 247 109 134
internal_value=0 -0.0020513 -0.0044069 -0.00725757 -0.00304215 -0.00884808 0.00239976 -0.0217169 0.0115839 0.0100732
internal_weight=0 0.0105591 0.00954899 0.00832909 0.00724659 0.00518741 0.00276803 0.00241937 0.00205918 0.00202671
internal_count=3910 3565 3416 3028 2299 2061 1537 524 238 345
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=12
num_cat=0
split_feature=14 484 157 3 47 13 39 0 48 52 42
split_gain=0.000277548 0.000167653 0.000163827 0.000102552 0.000210138 0.000105762 0.000193126 0.000217493 0.000139077 8.41956e-05 4.75345e-05
threshold=0.05884000000000001 -0.0043499999999999988 -0.072409999999999988 -0.074234999999999982 0.085165000000000018 -0.23438999999999996 0.005105000000000001 -0.15291499999999997 0.086285000000000014 0.091715000000000005 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -5 7 8 -7 10 -4
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00069265872832556627 -0.0010001144323408297 0.00077472720036288656 -8.8178605102776244e-05 0.00032519643930611317 0.00087691060789859068 0.00046487204474149303 0.00029954129832920103 -0.00099773452120332433 -0.00049338405620913525 -0.00047722793908015412 0.00042398393548732016
leaf_weight=0.0010676384204572004 0.0010184593175130143 0.0013063340286157557 0.0013052430874318051 0.0017498290381863365 0.0015021041310943426 0.0010260979729743575 0.001863422345333955 0.0017004774188326965 0.0013463608586519182 0.0010015900022236563 0.0014943827217229616
leaf_count=583 141 389 685 168 173 74 334 460 64 363 476
internal_value=0 5.68611e-05 0.000112837 4.62712e-05 0.000256014 -9.84472e-05 -0.000223322 -0.000462539 -7.89344e-05 1.06579e-05 0.000185203
internal_weight=0 0.0153635 0.0142958 0.0129895 0.00530332 0.00768619 0.00593636 0.00407294 0.00237246 0.00380122 0.00279963
internal_count=3910 3769 3186 2797 1697 1100 932 598 138 1524 1161
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=13
num_cat=0
split_feature=14 484 157 3 2 13 2 2 1 1 2 3
split_gain=0.000144596 0.000133413 0.000136074 9.08046e-05 0.000130819 0.00010687 8.31404e-05 0.00021342 0.000196215 0.000123981 0.000128177 7.18194e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 -0.08348499999999999 0.106035 -0.0064299999999999991 0.10393500000000001 0.096540000000000015 0.10498500000000001 0.099595000000000017 0.087995000000000004 0.12991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -8 10 -5 -10
right_child=-2 2 3 6 -6 -7 8 -9 11 -11 -12 -13
leaf_value=-0.00063629451130310991 -0.00072748307955929428 0.00070811168566631635 0.00054355754462446907 -0.00086313363816623912 0.00084336333716215591 -0.00027523585622459999 -0.00095174815956050813 0.00081975795628651759 0.00039064158992761495 0.00023812933787594831 6.3523179680476994e-05 -0.00033640367601784065
leaf_weight=0.0010383845528938495 0.0010053548977880895 0.001254664077564944 0.0010031906457765825 0.0012513324538995566 0.0011303318430239372 0.0015751479140365373 0.001212359652373722 0.0011504702067358201 0.0010820169480750927 0.001898129467110083 0.0010600657085220652 0.0010099483295619533
leaf_count=583 159 389 424 524 162 374 250 170 161 251 332 131
internal_value=0 4.11977e-05 9.28205e-05 3.04278e-05 0.000287174 4.33437e-05 -7.94697e-05 7.13394e-05 -0.0003241 -0.000133205 -0.000438145 3.96424e-05
internal_weight=0 0.014666 0.0136277 0.012373 0.00370867 0.00257834 0.00866432 0.00536 0.00330432 0.00420953 0.0023114 0.00209197
internal_count=3910 3751 3168 2779 960 798 1819 1277 542 1107 856 292
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=11
num_cat=0
split_feature=0 1 15 15 47 16 52 15 42 13
split_gain=2.60096e-05 5.30609e-05 5.10652e-05 6.56008e-05 6.88176e-05 9.87109e-05 8.33336e-05 3.83856e-05 2.2256e-05 1.6404e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.024640000000000006 -0.017214999999999998 0.11926500000000002 -0.110495 -0.048794999999999991 -0.19153499999999998 0.078965000000000021 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -7 -3 -1 -2
right_child=9 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.026993415196666842 0.019039836090237194 0.0081356686633555931 -0.017634812893040266 0.025583902451487686 -0.023492072487603356 0.0054900694776094088 -0.02964660329323356 0.035647005631582428 -0.0060642809367490403 0.0014254807600628757
leaf_weight=0.0010283161618595967 0.0010314346514698385 0.0010017767108350551 0.0012160166368379455 0.0012272808323941266 0.0010174709920705016 0.0019804109408719439 0.001024010604808234 0.001027181286234261 0.0010043477393378443 0.0010847405440150837
leaf_count=811 116 217 538 228 123 330 164 150 1094 139
internal_value=0 -0.00213895 0.00133411 0.0045034 0.00022769 0.00502251 -0.00648572 0.0220636 -0.0166522 0.0100108
internal_weight=0 0.0105268 0.00849415 0.00727813 0.00605085 0.00503338 0.00300442 0.00202896 0.00203266 0.00211618
internal_count=3910 3655 1750 1212 984 861 494 367 1905 255
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=13
num_cat=0
split_feature=14 484 157 3 2 2 1 2 47 16 4 48
split_gain=0.000141347 0.000120117 0.000141609 8.31069e-05 0.000126416 9.9868e-05 0.000273823 0.000138925 0.000124946 0.00011588 3.17341e-05 2.85804e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.106035 0.10571000000000001 0.10498500000000001 0.096540000000000015 0.10783500000000001 -0.013279999999999998 -0.0010999999999999996 0.094600000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 9 10 -5 -8
right_child=-2 2 3 5 -6 6 11 -9 -10 -11 -12 -13
leaf_value=-0.000615021742927491 -0.00072428071891018193 0.00071833292531853427 -6.8599474789160297e-05 0.00029653979461304286 0.000857000470955226 -0.0011276820195007416 -0.00015794246031668337 0.00064318866952299276 0.00046703790679658948 -0.0006581603515811382 -0.000151641751612184 0.00030323078511689758
leaf_weight=0.0010120530767944126 0.0010047327611798157 0.0012343793582468105 0.0012292007227179278 0.0010037747249255905 0.0010535309384898661 0.0011113816659726345 0.0010052594374130781 0.0013428937671580562 0.0013007720508419474 0.0015262690727672777 0.0015382047269177732 0.0010629670076683488
leaf_count=583 159 389 115 1003 117 260 194 240 97 350 301 102
internal_value=0 3.63504e-05 8.55145e-05 2.13514e-05 0.000358585 -5.64743e-05 -0.000342726 7.91305e-05 -6.19511e-05 -0.000231089 2.53358e-05 7.9078e-05
internal_weight=0 0.0144207 0.0134086 0.0121743 0.00228273 0.00989152 0.00317961 0.00671191 0.00536902 0.00406825 0.00254198 0.00206823
internal_count=3910 3751 3168 2779 232 2547 556 1991 1751 1654 1304 296
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=13
num_cat=0
split_feature=484 457 1 12 43 52 12 42 133 4 52 2
split_gain=0.000138332 8.69323e-05 8.59676e-05 0.00011337 0.000103818 0.000158523 7.22513e-05 0.000106896 0.000121985 0.000106778 0.000162687 3.21942e-05
threshold=-0.0043499999999999988 0.098180000000000003 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.085775000000000004 0.065880000000000008 -0.00072999999999999985 -0.084699999999999984 0.099675000000000014
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 10 -6 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.00068363451991334059 0.00061039863106469763 -0.00052110519791832355 0.00058468394015334635 -0.00055247756589874855 -0.0003116645035536839 -0.00059678180670012738 0.00056257813610995847 -0.00040823312165627797 0.00076944057357883572 -0.00051517616811140685 0.00069234629053379585 -5.0341292529787684e-05
leaf_weight=0.0011032888512991995 0.0013006233935520242 0.0010034335534179753 0.0011717938607739573 0.0011678760611128795 0.0010067441739623857 0.001375926230279414 0.0012163802681889567 0.0015671080889221676 0.0010628321426824862 0.0010942713084970694 0.001617267800947664 0.0012021936217781401
leaf_count=612 156 111 204 115 219 472 277 669 308 148 492 127
internal_value=0 3.61013e-05 7.66672e-05 2.94639e-05 8.88552e-05 2.19766e-05 0.000119089 4.76426e-05 0.000167042 3.69233e-05 0.000307141 -0.000271836
internal_weight=0 0.0147865 0.013783 0.0126112 0.0114433 0.0101427 0.0087668 0.00755042 0.00598331 0.00492048 0.00262401 0.00229646
internal_count=3910 3298 3187 2983 2868 2712 2240 1963 1294 986 711 275
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=11
num_cat=0
split_feature=1375 11 43 0 42 49 160 13 16 15
split_gain=2.5037e-05 4.30771e-05 6.14203e-05 7.72559e-05 0.000150031 5.21977e-05 9.50702e-05 6.93152e-05 3.64117e-05 1.30691e-05
threshold=-1.0000000180025095e-35 0.079700000000000007 -0.053009999999999995 -0.017269999999999997 0.083725000000000008 0.092185000000000017 -0.026849999999999995 -0.11267999999999999 -0.096824999999999981 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 -9 -6
right_child=1 -3 5 -5 9 -7 7 8 -10 -11
leaf_value=-0.015118638117251136 -0.026851601905772779 -0.017874252611922086 0.016498586763175362 0.034137943870165152 0.011839429079013931 0.017854942716740162 0.002383031270118274 -0.011851965551057449 -0.035886121448888364 0.027874822217330245
leaf_weight=0.0010224332387616724 0.0010387570915304763 0.0010748647514822194 0.0012996122247102906 0.001183456069710917 0.0010157168963427841 0.0010010269323622841 0.0015076141840517374 0.0011793787265999486 0.0013540796217270537 0.0010173302638893035
leaf_count=180 564 250 320 154 466 251 152 194 960 419
internal_value=0 0.00120089 0.00313571 0.0124298 0.00406638 -0.00310056 -0.00702834 -0.0145946 -0.0246977 0.0198635
internal_weight=0 0.0116718 0.010597 0.00425526 0.0030718 0.00634171 0.00534068 0.00404107 0.00253346 0.00203305
internal_count=3910 3730 3480 1603 1449 1877 1626 1306 1154 885
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=14
num_cat=0
split_feature=484 457 15 159 4 49 12 151 2 3 12 43 0
split_gain=0.000159418 0.000110128 9.05504e-05 0.000117194 0.000114209 8.44285e-05 9.03591e-05 8.32681e-05 8.87296e-05 0.000142856 8.73193e-05 7.74776e-05 0.000127818
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.03231499999999999 0.078065000000000009 -0.0010999999999999996 -1.0000000180025095e-35 0.095175000000000023 -0.044604999999999992 0.089910000000000004 0.11818000000000002 0.10214500000000001 -0.15648499999999999 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 11 -6 10 -10 -9 -7 -13
right_child=1 2 3 -5 7 6 -8 8 9 -11 -12 12 -14
leaf_value=-0.00072861343123355106 -0.00057866272864274062 0.00067730564064898266 -0.00064012890473141111 0.00048136442552730623 -0.0003584075848547228 0.00052491543495387894 -0.00057036522011267383 -0.0003788143931563754 0.001000834864189827 -1.5413359714864591e-05 0.00038844054271446944 0.00036908915503547167 -0.00055286586375571055
leaf_weight=0.0011148019315419819 0.0010334703310181824 0.0017225244576030063 0.0012690773631431895 0.0011939822767115665 0.0011976253681545979 0.0010715406704806525 0.0010459249930376592 0.0012976971061095586 0.0011075438878984673 0.0010230604743685281 0.0010173785208867441 0.0011063598836020257 0.0012109057536855228
leaf_count=612 197 435 154 200 152 70 358 223 376 81 45 438 569
internal_value=0 3.94104e-05 8.41929e-05 -7.72489e-05 0.000235376 -0.000194184 -6.65686e-05 0.000100485 0.000224106 0.000512859 -4.16381e-05 8.89237e-05 -0.000112686
internal_weight=0 0.0152971 0.0142636 0.00689779 0.00736583 0.00570381 0.00443473 0.00564331 0.00444568 0.0021306 0.00231508 0.00338881 0.00231727
internal_count=3910 3298 3101 1789 1312 1589 1435 877 725 457 268 1077 1007
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=11
num_cat=0
split_feature=4 0 1 0 39 47 4 15 49 2
split_gain=2.49168e-05 5.33962e-05 5.68674e-05 5.33087e-05 4.04243e-05 5.5345e-05 9.73137e-05 0.000128365 7.25436e-05 2.11997e-05
threshold=-0.49837999999999999 0.047345000000000005 0.079355000000000023 -0.084074999999999997 0.085060000000000011 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.006494999999999999 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -4 -9
right_child=1 -3 4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.015050604920037109 -0.032223270141115729 0.01960220032655479 -0.030514778007388377 -0.00065782896680973422 0.019882269184662134 -0.016598833774915691 -0.012264667128539856 0.040358259076674896 0.0059009072221057092 0.020265708042800052
leaf_weight=0.0010263909105012745 0.0010267385035393859 0.0013892187727864999 0.0010578163315499607 0.0011171774527400974 0.0011526348541288428 0.0016094709824416601 0.001083153190211017 0.0010299969762019856 0.00113293639694963 0.0010713027803904208
leaf_count=176 1041 164 175 907 310 264 102 92 557 122
internal_value=0 0.0012009 -0.00128552 -0.0157748 0.00253192 -0.000331288 0.00453962 0.0156997 -0.0116826 0.0301145
internal_weight=0 0.0116704 0.0102812 0.00214392 0.00813731 0.00698468 0.00537521 0.00318445 0.00219075 0.0021013
internal_count=3910 3734 3570 1948 1622 1312 1048 316 732 214
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=10
num_cat=0
split_feature=15 15 13 16 0 1 4 4 43
split_gain=2.38675e-05 4.1038e-05 5.29683e-05 9.91403e-05 8.84963e-05 0.000161603 9.81768e-05 9.48089e-05 6.19834e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.076210000000000014 -0.30307999999999996 -0.10131499999999999 0.094485000000000013 -0.026614999999999996 -0.23071499999999998 -0.27619499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -6 -4
right_child=1 2 8 4 6 -7 -8 -9 -10
leaf_value=0.011603500310528377 -0.020327732484482823 -0.031845169655545687 -0.0041869470385880909 -0.0046756391033254364 -0.012326278686530009 0.045365951358651069 -0.030021703841934005 0.026661864997341092 0.029211928506570995
leaf_weight=0.0015310935217525612 0.0010703905052279359 0.0010732076469711837 0.0010296858308190271 0.0016551546387428492 0.0016033359297683422 0.0010577538223365962 0.0013910104619409072 0.0010208201006441445 0.0012070277934966584
leaf_count=317 297 221 149 190 200 132 894 1287 223
internal_value=0 -0.00171459 0.000270202 -0.00361941 0.000882927 0.0148354 -0.00854428 0.00284046 0.0138365
internal_weight=0 0.0111084 0.010038 0.00780128 0.00672807 0.00271291 0.00401517 0.00262416 0.00223671
internal_count=3910 3593 3296 2924 2703 322 2381 1487 372
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=10
num_cat=0
split_feature=1375 49 49 47 12 47 3 2 1
split_gain=2.54723e-05 4.01567e-05 9.00994e-05 4.4391e-05 7.53694e-05 3.74769e-05 7.50057e-05 9.19898e-05 4.87231e-05
threshold=-1.0000000180025095e-35 -0.029304999999999998 -0.084114999999999981 0.10783500000000001 0.10058500000000002 0.080860000000000015 -0.084129999999999996 0.10393500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.01526353882058654 -0.0041741754600101363 -0.01527949712676176 0.033951788208194632 0.012546262265390729 -0.029702921608286872 -0.016871847070065251 0.038397480972703069 -0.010443219090528335 0.0084771839244301202
leaf_weight=0.0010167534093720393 0.0014256589431099476 0.0015806877567398851 0.0010966262268935533 0.0017275727796708662 0.0010771251229037158 0.0012074230692916063 0.0010923715776072563 0.0012619778791326201 0.0010846770874535262
leaf_count=180 248 923 222 232 423 223 666 307 486
internal_value=0 0.00124622 0.012402 -0.00186923 -0.00527872 -0.00105399 0.00275077 0.0110381 0.0234902
internal_weight=0 0.0115541 0.00252229 0.00903184 0.00730426 0.00622714 0.00501971 0.00343903 0.00217705
internal_count=3910 3730 470 3260 3028 2605 2382 1459 1152
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=11
num_cat=0
split_feature=42 43 3 16 14 16 13 15 42 150
split_gain=2.57063e-05 4.82804e-05 9.57175e-05 5.64941e-05 4.6003e-05 8.88091e-05 9.86929e-05 0.000111294 4.47315e-05 2.44032e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15737500000000001 -1.0000000180025095e-35 -0.0090499999999999973 -0.11267999999999999 -0.041049999999999996 0.088825000000000015 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 6 -6 9 -2 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.011437762664375283 0.013198829420748287 -0.018478441149451932 0.033158179295536015 -0.023760464839969603 0.02364313452126092 0.030674922089932125 0.012943083272320683 -0.038044312708462834 -0.016125368951716561 -0.0085017720822940443
leaf_weight=0.0017186334937198912 0.0010326617949865161 0.0010311337923111803 0.0012826356986754633 0.001093356289647348 0.0011226218644903229 0.0010486166508022841 0.0010539954300594033 0.0010201141433483201 0.0010482113439523929 0.0010686690615950845
leaf_count=1060 550 120 486 245 196 186 141 563 297 66
internal_value=0 0.0017293 0.0116714 -0.00276629 0.000851298 0.00460205 -0.00180777 -0.010899 -0.00157283 0.00214653
internal_weight=0 0.010802 0.00336351 0.00743851 0.00634515 0.00531402 0.0042654 0.00314278 0.00208087 0.00212266
internal_count=3910 2850 1333 1517 1272 1152 966 770 847 207
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 1 0 49 48 43
split_gain=0.000116173 7.79772e-05 0.000111994 9.53777e-05 0.000177769 0.000101337 9.95414e-05 9.63037e-05 8.07579e-05 6.85631e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.09112000000000002 -0.074249999999999997 -0.047894999999999993 0.091065000000000021 0.0050750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 9 7 -4 -9 -5
right_child=1 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00063675866270381659 -0.00046346312833303626 0.00061003571955593869 0.00047811956551969113 -7.2647934106171547e-05 -0.00083858252881475169 -0.0004625303278328447 0.00060698600537708691 0.00011510535412600246 -0.00051164015207844581 0.00049689388033027557
leaf_weight=0.0010534627110463319 0.0011019955375871195 0.0013710404107370551 0.0013617212038455756 0.0017312101582106273 0.0011914330981391379 0.0012465819282412574 0.0016036151007074902 0.0019221957627875764 0.0013424634072871336 0.0015315691840644425
leaf_count=612 215 151 144 550 801 302 323 467 193 152
internal_value=0 3.77709e-05 7.92958e-05 1.83052e-05 -0.000164966 1.30122e-05 0.000186009 4.0088e-05 -0.000142619 0.000194699
internal_weight=0 0.0144038 0.0133018 0.0119308 0.00570079 0.00450936 0.00623 0.00462638 0.00326466 0.00326278
internal_count=3910 3298 3083 2932 1805 1004 1127 804 660 702
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=13
num_cat=0
split_feature=14 484 157 3 160 2 160 42 0 151 1 4
split_gain=0.00024498 0.000129389 0.00014357 0.000124842 0.000135107 0.000108164 0.000104157 0.000142343 9.60941e-05 0.000150727 0.000145667 5.40776e-05
threshold=0.056865000000000006 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 -0.080734999999999987 0.106035 0.091575000000000017 -1.0000000180025095e-35 -0.053834999999999994 -0.0080899999999999982 0.10113500000000002 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -6 9 -9 11 -11
right_child=-2 2 3 4 6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00061951861036148824 -0.00094653620427062005 0.00071585529677270282 6.0059532696521241e-05 -0.00073660372528429406 -0.00046566913766496183 0.00089286435546787188 -0.000548336352865953 -0.00020211206096917459 -0.00022665536059427303 0.00051194685241609582 0.00096732741974730151 -0.00011258838239568281
leaf_weight=0.0010317223481586786 0.001010209256834301 0.0013184682214259858 0.0013238802249349009 0.0010156489195718302 0.0014485316631797397 0.0010959578885247345 0.0011067870212681458 0.001452973591627031 0.0014997269779665054 0.0010605960112766099 0.0017016694989008506 0.0010716391746879964
leaf_count=583 144 389 117 412 750 119 200 208 211 460 184 133
internal_value=0 5.07653e-05 9.98255e-05 3.6259e-05 -5.74225e-05 0.000437241 1.64178e-05 9.23197e-05 0.000211417 0.000335684 0.000539499 0.000198062
internal_weight=0 0.0151276 0.0140959 0.0127774 0.0103576 0.00241984 0.00934192 0.00823514 0.00678661 0.00528688 0.0038339 0.00213224
internal_count=3910 3766 3183 2794 2558 236 2146 1946 1196 985 777 593
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=10
num_cat=0
split_feature=15 2 16 2 0 3 2 1 52
split_gain=2.73365e-05 3.90176e-05 7.71986e-05 7.18598e-05 8.49501e-05 6.23994e-05 7.46324e-05 5.8649e-05 3.7848e-05
threshold=-0.24219999999999997 0.10946500000000002 -0.13863999999999996 0.10113500000000002 -0.06402999999999999 -0.084129999999999996 1.0000000180025095e-35 0.10982000000000001 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -6 -8
right_child=1 2 -4 -5 7 6 8 -9 -10
leaf_value=0.012446771573043372 -0.031290682373861373 -0.012059938813847548 0.021937616335691065 -0.02964322301970362 0.0247812386959749 -0.023129753569992396 -0.004577591526744757 -0.0061271670767826247 0.02114517454491616
leaf_weight=0.0015289242428150858 0.0010478533441036957 0.0011094006943965489 0.0016783235002485282 0.0010554353051369205 0.0015841437225989122 0.0012573056840203033 0.0012539232358301209 0.0010023669443462112 0.0010518495486805813
leaf_count=317 1007 155 422 290 194 523 223 102 677
internal_value=0 -0.00182052 0.00840797 -0.00527558 -0.00170231 -0.00983914 -0.00353054 0.0128031 0.00715664
internal_weight=0 0.0110406 0.00278772 0.00825288 0.00719744 0.00461093 0.00356308 0.00258651 0.00230577
internal_count=3910 3593 577 3016 2726 2430 1423 296 900
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=10
num_cat=0
split_feature=48 48 51 12 1 13 160 2 0
split_gain=2.88134e-05 6.92083e-05 0.000100723 7.16731e-05 9.32619e-05 0.000111139 7.96646e-05 6.1783e-05 5.75337e-05
threshold=0.11930500000000001 0.093225000000000016 0.08955500000000001 -0.036459999999999992 0.11198000000000001 0.0043150000000000003 -1.0000000180025095e-35 0.094010000000000024 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.018896242529586618 -0.016224457050358243 0.023769671224017224 -0.03067357035761056 -0.022019481762508352 0.046646084740186118 0.0014939873208645732 0.0024535152453057873 -0.0071361592874704298 0.034418111086446372
leaf_weight=0.0013927429019431571 0.0010155141971298067 0.0012294733598175621 0.0010505636929074745 0.0013728376770620887 0.0010532236514361037 0.001130049580332422 0.0012410413395972642 0.0020025543074879068 0.0010308058523701886
leaf_count=378 161 279 338 759 155 78 259 519 984
internal_value=0 0.00134767 -0.00133558 0.00200613 0.00572384 0.0232756 -0.00106183 0.00566928 0.0169568
internal_weight=0 0.0115033 0.0102738 0.00922326 0.00783051 0.00218327 0.00564724 0.0042744 0.00227185
internal_count=3910 3749 3470 3132 2754 233 2521 1762 1243
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=13
num_cat=0
split_feature=14 157 14 15 4 12 1 3 43 15 13 0
split_gain=0.000201958 0.000113365 8.1238e-05 0.000148456 0.000102852 0.000125269 8.37565e-05 0.000195781 9.79281e-05 8.14706e-05 7.7294e-05 6.67589e-05
threshold=0.05884000000000001 -0.072409999999999988 -0.22654999999999997 -0.14487999999999998 -0.0017649999999999999 0.098355000000000012 0.11235500000000002 0.096385000000000012 -0.074904999999999985 -0.014614999999999998 -0.083814999999999987 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 7 11 -8 -5 -11 -6
right_child=-2 2 3 4 6 -7 8 -9 -10 10 -12 -13
leaf_value=0.00055812143015571906 -0.00085956743791585147 -0.00051805618818614855 0.00071265802733167741 0.00062183218012878917 -0.0010671087975457696 -0.00046810630135205695 -0.00031684299157858846 0.00028641752408295766 0.00049297616436831432 0.00052907364443560158 -0.00013996952550736588 -0.00041079365299261995
leaf_weight=0.0015060395494572833 0.001006169138006551 0.0011062927033929507 0.0011348213801370471 0.0017737047231757754 0.0011288849771654546 0.0010194352908668002 0.0011877913087199321 0.0010761869415638614 0.0011111795853248566 0.0010112896250007429 0.0019326146790800505 0.0012619610858795325
leaf_count=496 141 117 330 363 173 287 69 62 119 339 989 425
internal_value=0 4.74148e-05 -8.54678e-06 3.60546e-05 -3.0695e-05 0.000155181 -0.000215638 -0.000408075 7.45732e-05 0.000289868 8.98601e-05 -0.000720686
internal_weight=0 0.0152502 0.0137442 0.0126379 0.011503 0.00573704 0.005766 0.00346703 0.00229897 0.00471761 0.0029439 0.00239085
internal_count=3910 3769 3273 3156 2826 1978 848 660 188 1691 1328 598
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=10
num_cat=0
split_feature=3 160 1 52 47 2 0 3 13
split_gain=2.66372e-05 4.64964e-05 3.66189e-05 6.01716e-05 8.95043e-05 7.43823e-05 8.4374e-05 0.000101008 4.7435e-05
threshold=-0.16059999999999997 0.091575000000000017 0.12864500000000004 -0.092854999999999979 0.09252500000000001 0.10571000000000001 -0.069794999999999982 0.086245000000000016 -0.079834999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=0.014277644593114003 -0.024376633069518698 -0.021267040269741463 0.013464772270889337 -0.010437990527251115 -0.024751721414553517 -0.025196465198895519 0.034703775777930955 0.028185764023749511 0.0051436645396045391
leaf_weight=0.0011722789880064663 0.0010717703085159859 0.0010825467409825611 0.0018024134732839174 0.0018234802642274088 0.0011428177189694473 0.0010194272506727931 0.0012827769607204366 0.0010770077434434644 0.0010420386261616697
leaf_count=211 480 359 290 1725 233 133 182 72 225
internal_value=0 -0.00155606 0.000523321 -0.00223409 0.000978301 0.00568703 0.0133484 0.00390376 -0.00986001
internal_weight=0 0.0113443 0.0102617 0.00845932 0.00738755 0.00624473 0.00418326 0.00290049 0.00206147
internal_count=3910 3699 3340 3050 2570 2337 1979 1797 358
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=13
num_cat=0
split_feature=158 42 457 43 3 150 150 52 13 0 3 16
split_gain=0.000103711 0.000149561 0.000158683 0.000141215 0.00017414 0.000134007 0.000126467 0.000103404 0.000120636 0.000109078 9.72039e-05 4.76821e-05
threshold=0.084965000000000027 -0.10770999999999999 -0.0034949999999999994 -0.074254999999999988 -0.075954999999999981 0.082085000000000019 0.11456000000000001 0.11588000000000002 -0.10939499999999998 -0.083814999999999987 -0.10628499999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 7 -7 8 9 -5 -4 -10
right_child=-2 2 3 5 -6 6 -8 -9 11 -11 -12 -13
leaf_value=-0.00066615851798765258 -0.0006014919934034732 -0.00063972161421968802 0.00051502892741062112 -7.2193292827961306e-05 0.00098015376221794012 0.00089840488727973601 -5.9713959973585395e-05 -0.00067531059415754254 -0.00058476830903685562 0.00077994493014525202 -0.00022804830246668547 -8.7301347182996351e-05
leaf_weight=0.001110369747453102 0.0010834944599456197 0.0010823128832001564 0.0013512053526588234 0.0012804972701848261 0.0014752388615904485 0.0010812747605012524 0.0010382494590147895 0.0011379143318696935 0.0011950042926141523 0.0010520226626177403 0.0013560983464338131 0.0019488631820593525
leaf_count=211 423 297 143 120 281 111 78 271 826 61 587 501
internal_value=0 2.65185e-05 8.14614e-05 0.000141892 0.000438158 1.33213e-08 0.00042907 -0.000137476 -2.57218e-05 0.000312142 0.000142819 -0.000276392
internal_weight=0 0.0151091 0.0139987 0.0129164 0.00418254 0.00873383 0.00211952 0.0066143 0.00547639 0.00233252 0.0027073 0.00314387
internal_count=3910 3487 3276 2979 1011 1968 189 1779 1508 181 730 1327
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 1 43 52 16 52 3
split_gain=0.000104466 5.94862e-05 9.86973e-05 8.12997e-05 0.000164421 9.33281e-05 8.71187e-05 7.5029e-05 4.38688e-05 8.0581e-05 2.70412e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.09112000000000002 -0.044024999999999988 0.084240000000000023 -0.46853499999999992 -0.074484999999999982 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 7 -4 10 -8 -10 -5
right_child=1 2 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00062063162879409911 -0.00041273094441894012 0.00057904464994454395 0.00053984156376180135 0.00064759155495691862 -0.00081794244652590013 -0.00045520556987824673 -0.00029062195719571361 -0.00019669213177691549 -0.00021476208821624577 0.00044120944916934248 0.00019246267770476493
leaf_weight=0.0010036875030261594 0.0010562378195878826 0.001320557158661387 0.0017519358017158843 0.0010069714099798374 0.0011488606455557016 0.0011865955545355602 0.0012387989353999651 0.0012143526186343123 0.0012954419729821211 0.0016207863528817303 0.0010006446209189005
leaf_count=612 215 151 528 288 801 302 134 336 159 306 78
internal_value=0 3.44878e-05 7.14351e-05 1.29647e-05 -0.000157268 1.49015e-05 0.000173124 0.000188034 1.8501e-05 0.000149815 0.000420744
internal_weight=0 0.0138412 0.0127849 0.0114644 0.00555742 0.00440856 0.00590696 0.00322197 0.00415503 0.00291623 0.00200762
internal_count=3910 3298 3083 2932 1805 1004 1127 702 599 465 366
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 43 1 52 12 47 48
split_gain=0.000107609 6.48031e-05 0.000139584 8.8595e-05 0.000156868 8.78579e-05 8.31281e-05 8.41386e-05 5.594e-05 4.94529e-05 0.000120853
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 -0.044024999999999988 0.09112000000000002 0.084240000000000023 0.081080000000000013 0.09252500000000001 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 7 8 -5 10 -7
right_child=1 2 3 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0007622964831757946 -0.0005632814468604537 0.00053099927571175832 0.00038907737134720411 0.00059073577248469134 -0.00093660664432051316 0.00032334497738903948 -0.00058232280474962883 -0.00039281360106018686 -5.9571644158539324e-05 -0.00051121579282960706 -0.00042830749562822504
leaf_weight=0.0010587029974594682 0.0011376863709348902 0.0013131376910014468 0.0017725756622757327 0.0010009314544187986 0.0012365187500239872 0.0018315212426670635 0.0012266286194434267 0.0012088057974006146 0.0010338528157146955 0.0010014178216156445 0.0014926310634214585
leaf_count=612 215 151 528 96 801 293 302 336 270 128 178
internal_value=0 -0.000114374 -7.54421e-05 -0.000142901 -0.000318494 2.14223e-05 -0.000147517 1.69141e-05 0.000260321 -0.000129239 -1.41666e-05
internal_weight=0 0.0142557 0.013118 0.0118049 0.00570674 0.00609815 0.00447022 0.00324359 0.00203478 0.00432557 0.00332415
internal_count=3910 3298 3083 2932 1805 1127 1004 702 366 599 471
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=9
num_cat=0
split_feature=4 1 12 0 52 1 1 13
split_gain=2.75622e-05 5.51098e-05 4.77159e-05 6.74783e-05 5.39879e-05 5.89557e-05 7.51079e-05 4.78284e-05
threshold=0.24280000000000004 0.11235500000000002 0.098845000000000016 0.055865000000000005 -0.092854999999999979 0.11215000000000001 0.093575000000000019 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.021444205483495456 -0.0057632302450905766 0.020613335034039379 -0.020922002988555156 0.019845022845500992 -0.01769679869552725 -0.019695922829588337 0.029479103385824504 0.0077714914564416988
leaf_weight=0.0014399914517576893 0.001536306224052084 0.0016352736689763205 0.0012759762498198322 0.001401208339234964 0.0011763278442173649 0.0011471039166222946 0.0010206461351393251 0.0019760336443574592
leaf_count=516 206 343 506 174 1097 140 253 675
internal_value=0 0.00783659 -0.00293882 -0.000127248 -0.00426702 0.000382314 0.00590155 -0.0017322
internal_weight=0 0.00317158 0.00943729 0.00816131 0.0067601 0.00532011 0.00417301 0.00315236
internal_count=3910 549 3361 2855 2681 2165 2025 1772
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=9
num_cat=0
split_feature=3 50 15 160 13 2 42 1
split_gain=2.98403e-05 6.21273e-05 6.65859e-05 9.26998e-05 0.000110502 9.48406e-05 0.000101174 4.95978e-05
threshold=0.16699000000000003 0.086465000000000014 0.079360000000000014 -0.081069999999999989 -0.090744999999999978 0.11230000000000001 0.060615000000000009 0.094485000000000013
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=0.028926305786518114 0.014857130801497137 -0.024993003262960015 -0.019652781257289698 0.024979040237432835 -0.0034425241409338087 -0.033603364409665652 -0.022657423929516335 0.019600291238324241
leaf_weight=0.0012572342736943184 0.0011905787741139763 0.001047056458591566 0.0014064236628676353 0.0014046383916812583 0.0018467269513324862 0.0010418286545327551 0.0014830092932881555 0.0018901573870863304
leaf_count=374 194 692 1141 186 348 282 410 283
internal_value=0 -0.00178213 0.000570535 0.00375788 -0.000369584 -0.00605582 -0.000557662 0.00821279
internal_weight=0 0.0113771 0.01033 0.00892359 0.00766636 0.00626172 0.00521989 0.00373688
internal_count=3910 3716 3024 1883 1509 1323 1041 631
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=8
num_cat=0
split_feature=2 52 150 0 43 43 13
split_gain=2.95335e-05 7.51101e-05 9.51771e-05 6.28112e-05 5.4964e-05 8.90394e-05 0.000100959
threshold=0.10946500000000002 0.084890000000000007 0.086420000000000011 -0.13506999999999997 -0.13719999999999996 -0.074254999999999988 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -7
right_child=3 -3 -4 -5 5 6 -8
leaf_value=-0.012259514550037376 -0.0048182144896102008 -0.020410657637544974 -0.021304067855478261 0.021494129829990452 0.034125725703871221 -0.019881616561153254 0.017787833915167372
leaf_weight=0.0011019855357360291 0.0019559393003699185 0.001990237733908458 0.0014303330381321673 0.0016920716727453497 0.0013447120985439153 0.0011636561201304753 0.0018310116745021473
leaf_count=189 208 1032 254 559 609 701 358
internal_value=0 -0.00330403 0.00165053 0.00738635 0.00768444 0.0127492 0.00315039
internal_weight=0 0.00886194 0.0068717 0.00364801 0.00544137 0.00433938 0.00299467
internal_count=3910 3143 2111 767 1857 1668 1059
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=10
num_cat=0
split_feature=49 151 4 16 0 52 13 0 2
split_gain=2.61359e-05 5.96633e-05 7.7833e-05 0.000128992 6.55929e-05 8.39876e-05 6.73611e-05 4.47469e-05 2.10179e-05
threshold=-0.081419999999999979 -0.083274999999999988 0.17888000000000001 -0.094359999999999986 -0.10071499999999999 0.083750000000000005 -0.0019849999999999994 -0.11756999999999999 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -4 -7
right_child=1 2 7 4 5 8 -8 -9 -10
leaf_value=0.010656728752651629 -0.023958210771192215 -0.033325791154067537 0.0010668887689083701 0.021506987886577622 -0.0014124320217610987 0.020030678383677281 -0.036537813794376227 0.027316620052605628 -0.00012765810496492204
leaf_weight=0.001892138096484316 0.0011172474459805208 0.001311387315490577 0.0012092911296462867 0.0012697893739383433 0.0011535301096571955 0.0010455774254612402 0.0010365852650420374 0.001402625135739351 0.0010235565570134134
leaf_count=312 367 412 167 184 889 728 392 307 152
internal_value=0 -0.00210478 0.000478252 -0.005129 0.00155876 -0.0043883 -0.0180373 0.0151633 0.0100588
internal_weight=0 0.0105696 0.00945234 0.00684043 0.00552904 0.00425925 0.00219012 0.00261192 0.00206913
internal_count=3910 3598 3231 2757 2345 2161 1281 474 880
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=10
num_cat=0
split_feature=2 13 150 2 13 1 43 52 2
split_gain=2.62449e-05 6.7883e-05 6.89008e-05 8.179e-05 6.69226e-05 6.05863e-05 9.74003e-05 4.46715e-05 4.64278e-05
threshold=0.097940000000000013 -0.088444999999999982 0.087235000000000021 0.087005000000000013 -0.089899999999999994 0.11866500000000001 -0.07526999999999999 -0.062489999999999997 0.11578500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 -3 -6 -9
right_child=4 2 -4 -5 7 -7 -8 8 -10
leaf_value=-0.025107667076200692 0.02034101488369788 0.042754063925861813 -0.020751500437376058 -0.017700490622535089 0.013897627870762453 -0.0055451864157399205 0.001672587411783838 -0.024029731146178641 0.0034360077059650872
leaf_weight=0.0012710497425002026 0.0018759872593105396 0.0011972083590583184 0.0012091267997709418 0.001091052515188198 0.0010844216827742316 0.0011017897933280458 0.0011142596494942718 0.0012458488603661253 0.0012163190160166309
leaf_count=452 261 451 192 801 388 127 705 281 252
internal_value=0 -0.00420602 0.000443906 0.00613355 0.00506627 0.0137521 0.0229504 -0.00301339 -0.0104616
internal_weight=0 0.00698449 0.00571344 0.00450431 0.00542258 0.00341326 0.00231147 0.00354659 0.00246217
internal_count=3910 2728 2276 2084 1182 1283 1156 921 533
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=12
num_cat=0
split_feature=14 484 157 0 42 16 3 2 151 1 15
split_gain=0.000197829 0.000163171 0.000129378 8.28876e-05 0.000192852 0.000108511 7.33054e-05 0.000119154 0.000154842 0.000207862 0.000118918
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.017269999999999997 -1.0000000180025095e-35 0.20277000000000003 0.11818000000000002 0.086875000000000022 -0.0088999999999999982 0.088010000000000019 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 10 -9 -10 -6
right_child=-2 2 3 5 6 -7 -8 8 9 -11 -12
leaf_value=-0.00069825617941054335 -0.00084416933959760067 0.00070322930068850219 -0.00077305947269657111 6.2094460201379273e-06 -0.00058106324211981719 0.00073024856487281017 -0.00026244832017082115 -0.00012116054615708818 0.0001267504942851482 0.0013813861146799613 0.00024082093420153434
leaf_weight=0.0010370074079178145 0.001012474669581028 0.0012751450830586876 0.001221481483540828 0.0018549928727512538 0.0012353650452744339 0.0013937334018951919 0.001992841110386263 0.0012432344324044102 0.0010099125836603724 0.0010209162035394045 0.0014970514612716044
leaf_count=583 153 389 859 203 156 110 193 162 435 143 524
internal_value=0 5.17511e-05 0.000108338 4.75035e-05 -4.73868e-05 0.000316829 6.34221e-05 0.00017154 0.000423833 0.000757467 -0.000130765
internal_weight=0 0.0147817 0.0137447 0.0124695 0.0092208 0.00324873 0.00799932 0.00600648 0.00327406 0.00203083 0.00273242
internal_count=3910 3757 3174 2785 2472 313 1613 1420 740 578 680
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 2 151 12 3 16
split_gain=0.0001137 5.51505e-05 0.000144667 8.45538e-05 0.000128128 0.000117573 9.00301e-05 0.000109176 0.000119194 0.000159832 6.89068e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084145000000000011 -0.080734999999999987 -1.0000000180025095e-35 0.086875000000000022 -0.0088999999999999982 0.095295000000000019 0.11818000000000002 -0.13863999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 10 -8 9 -9 -7
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00064793626915932287 -0.00037911824297325557 0.00076884385290807713 -0.00063307120445109659 0.00055038626813538037 -0.00057792913021467111 0.00013651899213577623 -0.00021002705258046987 0.00095382761677916764 -0.00011310454664571621 -6.976470798407883e-06 -0.00047016476298680315
leaf_weight=0.0010041809636928177 0.0011346126833205418 0.0010511361150576564 0.0012447055288462372 0.0010154807234798108 0.0010647376178889887 0.0014352059920988971 0.0014170034676570355 0.0019663760956031657 0.0011574239702147604 0.001006323493007665 0.0014439202977896033
leaf_count=612 379 250 516 243 709 133 170 264 136 84 414
internal_value=0 3.52072e-05 7.19271e-05 9.58825e-06 -4.15654e-05 3.60082e-05 0.000113585 0.000259602 0.000420727 0.000628575 -0.000167741
internal_weight=0 0.0139369 0.0128023 0.0117512 0.0107357 0.00949099 0.00842625 0.00554713 0.00413012 0.0029727 0.00287913
internal_count=3910 3298 2919 2669 2426 1910 1201 654 484 348 547
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=11
num_cat=0
split_feature=159 51 3 2 150 2 2 1 42 0
split_gain=2.63825e-05 4.24988e-05 4.92415e-05 7.01669e-05 0.000104219 4.55838e-05 0.000110966 8.03771e-05 5.76398e-05 3.8195e-05
threshold=-0.034019999999999988 0.090935000000000016 -0.15653499999999998 0.11635500000000001 0.087235000000000021 0.096540000000000015 0.10393500000000001 1.0000000180025095e-35 0.08221500000000001 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.014748873400831183 0.019947290159292374 0.018357114136676879 -0.023364122695839387 -0.027807359811900023 -0.02786841913380397 0.041044442305541516 -0.0029894271169483904 0.029535363782110715 -0.012067029455921648 0.0032145439100097692
leaf_weight=0.0011253197038859448 0.0010184792666854932 0.0012945737680425317 0.0012051616145611144 0.0010304859600759756 0.001154494799852579 0.0010043367136928349 0.0013303478776002812 0.0010799904064890675 0.0010833317194515776 0.0011262822734610088
leaf_count=520 186 308 1079 358 239 194 222 112 367 325
internal_value=0 0.00130525 -0.000894997 -0.00324982 -8.01895e-05 0.00461731 0.0159531 -0.00127075 0.00682325 0.0160988
internal_weight=0 0.0113275 0.0100329 0.00901443 0.00798395 0.00682945 0.00233468 0.00449477 0.0032896 0.00220627
internal_count=3910 3390 3082 2896 2538 2299 416 1883 804 437
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 43 0 42 47 48
split_gain=0.000103702 8.25437e-05 0.000108948 7.70846e-05 0.000166472 7.76991e-05 8.70818e-05 6.24247e-05 7.91764e-05 0.000103817
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.0050750000000000005 -0.083564999999999987 0.088115000000000013 0.080860000000000015 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 9 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0006078756073220412 -0.00047962290082553241 0.00060950302134225181 0.00058049884152318635 0.00011879622786066471 -0.00080728185470350879 0.00035712828313443833 -0.00059213502590137407 0.00054776132466306143 -0.00030384030504256547 -0.00013126855575139521
leaf_weight=0.0010340223287684238 0.0011015314596794197 0.0013369984216185281 0.0016582891464437676 0.0015843868383413045 0.0011638808784278556 0.0016866322131021058 0.0011383527127106895 0.0013278707136052505 0.0015073211726911646 0.0015009973521303652
leaf_count=612 215 151 353 332 801 175 497 364 209 201
internal_value=0 3.559e-05 7.95679e-05 1.8318e-05 -0.000147683 2.64221e-05 -0.000178438 0.000172654 6.59186e-05 0.000242334
internal_weight=0 0.0140063 0.0129047 0.0115677 0.00557325 0.00440937 0.00272274 0.00599448 0.00466661 0.00315929
internal_count=3910 3298 3083 2932 1805 1004 829 1127 763 554
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 43 49 16 16 47 150
split_gain=0.000120811 6.99487e-05 9.20301e-05 8.41597e-05 0.000175201 0.000109734 8.69845e-05 0.00011182 0.000139092 5.81312e-05 9.31604e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 -0.044024999999999988 -0.006494999999999999 0.18126 -0.03800499999999999 0.078345000000000012 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 -5 8 -8 10 -7
right_child=1 2 3 4 -6 9 7 -9 -10 -11 -12
leaf_value=-0.00065313049687277093 -0.00043074162091639821 0.00055947204331681442 0.00057462554979615429 -0.00044239684317829152 -0.00081644696213694886 0.00053636238320836031 -6.1091543976372737e-05 -0.00034721356573110852 0.00089193071496433901 -0.00029236895981235101 -0.00018311071284441278
leaf_weight=0.0010553355238998975 0.0011465289122666823 0.0013492106674664979 0.0018708337581221429 0.0011492735289630753 0.0012045144688340986 0.0013905894161696146 0.0011679960962941494 0.0010613910488395852 0.0011872897216903223 0.0015868370731992017 0.0013771938096583738
leaf_count=612 215 151 528 183 801 334 496 163 162 176 89
internal_value=0 3.40192e-05 7.39485e-05 1.93405e-05 -0.000151246 0.00017746 2.42362e-05 0.000181198 0.000419323 6.8293e-06 0.000178367
internal_weight=0 0.0144917 0.0133451 0.0119959 0.00577046 0.00622545 0.00456595 0.00341668 0.00235529 0.00435462 0.00276778
internal_count=3910 3298 3083 2932 1805 1127 1004 821 658 599 423
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=12
num_cat=0
split_feature=484 1 0 12 3 0 42 0 47 160 48
split_gain=0.000116169 7.27374e-05 6.71266e-05 0.000166253 9.09063e-05 0.000128616 0.000113465 8.13974e-05 8.5996e-05 7.60084e-05 0.000156577
threshold=-0.0043499999999999988 0.13662500000000002 0.18055000000000002 0.10852500000000001 -0.115685 -0.053834999999999994 0.090930000000000011 -0.087899999999999992 0.086425000000000016 -0.077849999999999989 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00064862939920597227 0.00041337596584578557 0.00049112203979132722 0.00045575931395215287 -0.00076283500427279253 -0.00028644596368188383 -0.00063179951735632602 0.0005890567691051393 -0.00057907419344215797 -0.0004413134963229615 0.00077249942254576591 -0.00013841674874215078
leaf_weight=0.0010264475215167714 0.0018950880000717799 0.0012252973656060777 0.0010917981899766236 0.001143042336718786 0.0010376825611293555 0.0012901453951458053 0.0012068571863056363 0.0010045814251982664 0.0011451784259286051 0.0014995177917807821 0.0014054747369288828
leaf_count=612 305 216 43 219 151 231 519 1039 132 301 142
internal_value=0 3.48577e-05 -9.09574e-06 -5.27444e-05 2.4671e-05 -6.1089e-05 3.97837e-05 -6.90224e-05 3.16858e-05 0.000169072 0.000331786
internal_weight=0 0.0139447 0.0127194 0.0116276 0.0104845 0.00858944 0.00729929 0.00609243 0.00508785 0.00394268 0.00290499
internal_count=3910 3298 3082 3039 2820 2515 2284 1765 726 594 443
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 1 43 43 47 150
split_gain=0.000105182 5.72316e-05 0.000103081 7.61335e-05 0.000175283 8.6958e-05 8.77538e-05 6.64551e-05 6.42508e-05 8.40689e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.09112000000000002 0.0050750000000000005 -0.044024999999999988 0.078345000000000012 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4 9 -9
right_child=1 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00061812061987822785 -0.0004001867061799547 0.00059831463291928194 0.00048604874483159093 -0.00012238094181386564 -0.00083744899022517613 -0.00042272779249048097 0.00052975002808557591 0.00055727186563502755 -0.00028831290485445383 -0.00013604638675354666
leaf_weight=0.0010223047346067876 0.0010784400166290948 0.0012787445581545669 0.0017516501641791559 0.0016323215204128083 0.001144997631922131 0.0012122986491204732 0.0015434975995274585 0.001359886640301392 0.001534826000998143 0.0013300555981961421
leaf_count=612 215 151 528 550 801 302 152 334 176 89
internal_value=0 3.35928e-05 7.01736e-05 1.14955e-05 -0.000154243 2.40264e-05 0.000194565 0.000164941 3.18046e-05 0.000214457
internal_weight=0 0.0138667 0.0127883 0.0115095 0.00553312 0.00438812 0.00317582 0.00597642 0.00422477 0.00268994
internal_count=3910 3298 3083 2932 1805 1004 702 1127 599 423
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 43 4 151 4 0 2
split_gain=0.00011869 6.11038e-05 9.83334e-05 8.24606e-05 0.000170867 9.43417e-05 6.84865e-05 7.15102e-05 8.69292e-05 6.81352e-05 4.24902e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.0050750000000000005 -0.00072999999999999985 -0.0088999999999999982 0.074650000000000008 -0.083564999999999987 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 9 -4 -8 -9 -5 -10
right_child=1 2 3 4 -6 -7 7 8 10 -11 -12
leaf_value=-0.00064724975439820886 -0.00041421832870476257 0.00058168953305089198 0.00054487410482229417 5.9429813247046592e-05 -0.00082430823320115635 0.00038132474090911634 -0.00036987479633288263 -0.0002445691718343667 0.00013047882061419054 -0.00056975363581682605 0.00065896506208963125
leaf_weight=0.0010497719576504456 0.0010697329998024486 0.0013148044921866319 0.0014551038851418445 0.0015605966520809307 0.0011644744338937989 0.0017054699558838159 0.0011372644074212346 0.0011546807961677944 0.00109631517720716 0.0011488651784394923 0.0012538415070115082
leaf_count=612 215 151 369 332 801 175 122 243 179 497 214
internal_value=0 3.62289e-05 7.33194e-05 1.60762e-05 -0.000156176 2.00487e-05 0.0001737 5.73531e-05 0.000195982 -0.000207356 0.000412434
internal_weight=0 0.0140611 0.0129914 0.0116766 0.00557941 0.00441493 0.00609721 0.0046421 0.00350484 0.00270946 0.00235016
internal_count=3910 3298 3083 2932 1805 1004 1127 758 636 829 393
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=11
num_cat=0
split_feature=484 42 43 15 16 2 3 0 49 48
split_gain=0.000153359 8.32407e-05 0.000111876 0.000102105 0.000181099 0.00012591 0.000135996 8.74232e-05 0.000126014 7.12269e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.24895000000000003 0.10571000000000001 -0.040669999999999991 -0.074249999999999997 -0.047894999999999993 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 -4 -10
right_child=1 2 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00072862643552367074 -0.00046501122710651272 0.00061475951684592477 0.00055658562394100114 -0.000157484474240807 -0.00091680982834097056 -0.00051980094070333636 0.00062257929073335661 0.00059690126452216117 9.4560749536319366e-05 -0.00048852946150206001
leaf_weight=0.0010713846627891542 0.0011562734100117175 0.0013677544015021558 0.0013999518322330984 0.0019243754794116626 0.0010147220048918847 0.0013235041419822104 0.0015524523043494334 0.0015707300542397379 0.0019641677717425845 0.0013653017003773635
leaf_count=612 215 151 144 1253 214 201 137 323 467 193
internal_value=0 3.98837e-05 8.31825e-05 2.31698e-05 -0.000164195 -5.10242e-06 0.000190825 0.000196107 6.29963e-05 -0.000144545
internal_weight=0 0.0146392 0.013483 0.0121152 0.00581505 0.00480033 0.00347683 0.00630015 0.00472942 0.00332947
internal_count=3910 3298 3083 2932 1805 1591 1390 1127 804 660
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=13
num_cat=0
split_feature=14 484 474 160 133 151 42 2 15 15 2 0
split_gain=0.000170435 0.000152024 0.000129769 8.66927e-05 0.000193554 0.000119637 0.000155798 0.000115414 0.000275789 0.000231711 0.000141117 8.67861e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 -0.089024999999999979 0.10113500000000002 -0.073314999999999991 -0.095799999999999982 0.086875000000000022 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 9 -9 -8 -11 -10
right_child=-2 2 -4 4 5 6 7 8 11 10 -12 -13
leaf_value=-0.00079851390875800628 -0.00095013370228250323 -0.00059654197006269707 0.00053805311119411222 -0.00081493934372505481 -0.00056916286286508668 -0.00059097343522920983 -0.00040323386061791717 0.00069390158790748151 -0.00081144810387560092 0.0002283688239679748 0.00099883174618559654 -7.2847878115394081e-05
leaf_weight=0.0011607416754499797 0.0010012677589465923 0.0013136134695242866 0.0012684414570648507 0.0011932385837611021 0.0011882767071025148 0.0011358471375511143 0.0011048940522999534 0.0011910957835790446 0.0012720105044315435 0.0017917164058059176 0.0018656803536264283 0.0011781191787276768
leaf_count=583 141 469 374 801 174 149 152 190 184 368 245 80
internal_value=0 -0.000115704 -6.10553e-05 -0.000118476 -6.57958e-05 1.75316e-05 9.06136e-05 0.000182739 -8.00529e-05 0.000383669 0.000621391 -0.0004563
internal_weight=0 0.0156637 0.0145029 0.0132345 0.0119209 0.0107276 0.00953936 0.00840352 0.00364123 0.00476229 0.0036574 0.00245013
internal_count=3910 3769 3186 2812 2343 1542 1368 1219 454 765 613 264
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=10
num_cat=0
split_feature=1 123 133 150 150 42 48 15 13
split_gain=2.68079e-05 5.84793e-05 5.59381e-05 6.26127e-05 6.03343e-05 7.25552e-05 0.000105058 7.44846e-05 5.96358e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.087330000000000019 0.10760500000000002 0.083205000000000015 0.086635000000000004 0.085265000000000021 -0.10071499999999999 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0175758540277982 0.014195532160262016 0.019516135606541751 -0.026483879439567055 -0.023711683142892723 0.023167565596556316 0.015721139911398951 -0.036391205254618732 0.005261233709443619 -0.023294161147351167
leaf_weight=0.0014485517335649407 0.0011565371056414852 0.0011609879641820619 0.0010120279604738042 0.0011397978328659278 0.0010937522521693981 0.0017401344392664409 0.0010358674572132423 0.001357428584725563 0.0015857178041789096
leaf_count=151 225 276 882 131 158 661 232 668 526
internal_value=0 -0.00177183 -0.00414525 -0.00174053 0.00129073 -0.00204755 -0.00774438 -0.000987473 -0.0101239
internal_weight=0 0.0115743 0.0104133 0.00940125 0.00826145 0.0071677 0.00542757 0.0043917 0.00294315
internal_count=3910 3685 3409 2527 2396 2238 1577 1345 1194
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=10
num_cat=0
split_feature=2 52 2 13 3 3 3 12 12
split_gain=2.89227e-05 7.23786e-05 7.51251e-05 5.73879e-05 7.43396e-05 5.57451e-05 7.04773e-05 6.10024e-05 8.66023e-05
threshold=0.10946500000000002 0.084890000000000007 0.099015000000000006 -0.15078499999999997 0.11818000000000002 0.090325000000000003 -0.016619999999999996 0.085325000000000012 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 7 -1 -9
right_child=3 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.020689133943263913 0.026761952094622638 -0.020140116679182224 0.026626417201370264 0.013723410447526514 -0.020066151679767483 0.016233387293676516 -0.024812550917151514 -0.028835180534600092 0.012022863509166426
leaf_weight=0.0010454625758197695 0.0010624367751058458 0.0019995029192996349 0.0010125170110743308 0.001521996842487776 0.001137908937440979 0.0012179449884079409 0.0016018722552600534 0.001064831220375835 0.001011609071832153
leaf_count=437 166 1032 279 520 81 119 236 905 135
internal_value=0 -0.00337268 0.00144834 0.00711552 -0.00073178 -0.00284221 -0.00776053 0.000988997 -0.00892978
internal_weight=0 0.00895374 0.00695424 0.00372234 0.00265991 0.00594172 0.00472378 0.0031219 0.00207644
internal_count=3910 3143 2111 767 601 1832 1713 1477 1040
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=11
num_cat=0
split_feature=484 42 43 160 133 160 2 1 0 3
split_gain=0.000116429 0.000108061 0.000132461 8.53298e-05 0.000116404 0.000128655 0.000104135 0.000208952 0.000135264 7.12084e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.082234999999999989 -0.0056849999999999991 0.091575000000000017 0.10571000000000001 0.11198000000000001 -0.10783 -0.078669999999999976
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=-0.00064420595577935704 -0.00055569771728770305 0.00067175661186722054 -0.00043465116624637694 -0.00051385368933519558 0.00087944499109459653 -0.00048659930020826146 -0.00046359478526732616 0.00063573426528724356 -8.9355585949636523e-05 0.00046758406971293595
leaf_weight=0.0010391917942840509 0.0010939178149186072 0.0013318494732784585 0.0014023117990723229 0.0011240732588011721 0.0016039518795373398 0.0010604021118095228 0.0018088590056632092 0.0010509560677622084 0.0017422912740183772 0.0017888097175049339
leaf_count=612 215 151 581 759 125 157 244 204 519 343
internal_value=0 3.60201e-05 8.61452e-05 1.88019e-05 8.12699e-05 0.000155145 0.000240263 -5.96013e-05 0.000407264 0.000192783
internal_weight=0 0.0140074 0.0129135 0.0115817 0.0101793 0.00905527 0.00799487 0.00285982 0.00513505 0.0035311
internal_count=3910 3298 3083 2932 2351 1592 1435 448 987 862
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=9
num_cat=0
split_feature=11 3 39 13 0 49 15 3
split_gain=2.98704e-05 5.64897e-05 4.24342e-05 9.7622e-05 0.000229126 8.22147e-05 7.58066e-05 6.7229e-05
threshold=0.081005000000000008 -0.13927999999999999 0.005105000000000001 -0.10241499999999999 -0.053834999999999994 -0.07107999999999999 -0.095799999999999982 0.086245000000000016
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=0.021714629215143891 -0.016748913491306392 0.016276050537394615 0.011899224760363076 -0.02510436219717076 -0.05129289108871176 -0.010670790090449966 0.0022962053708800224 0.035495680661937777
leaf_weight=0.0011995123945888761 0.001012118588218894 0.0018117167759171436 0.0020002329513027122 0.0011701973360935172 0.0011136650865035298 0.0018402465181451087 0.0014734326496781804 0.0010408077841174562
leaf_count=166 233 242 433 179 265 348 1958 86
internal_value=0 0.00116107 -0.00119812 -0.00429842 -0.00991354 -0.0015723 0.00475156 0.0160396
internal_weight=0 0.0116498 0.0104503 0.00845007 0.00663835 0.00552468 0.00435449 0.00251424
internal_count=3910 3677 3511 3078 2836 2571 2392 2044
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 16 16 0 49 4
split_gain=0.000132025 7.49838e-05 0.000119867 0.00010796 0.00016201 9.73943e-05 0.000179342 7.97944e-05 9.802e-05 7.33421e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.15100500000000003 -0.013279999999999998 -0.074249999999999997 -0.047894999999999993 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 -4 -10
right_child=1 2 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.000675720377620691 -0.00044589667856272629 0.00063645746377192125 0.00051402716890400636 -0.00018413292817313611 -0.00082610774633484242 -0.00044944419882033158 0.00078083423884642311 0.00057992239755510057 -0.00043702806864476224 0.00015084750516761245
leaf_weight=0.0010686603278704425 0.0011308972063743166 0.0013383386055956974 0.0013419305318867619 0.0019615703752208918 0.0011754644967873719 0.0013491573968235221 0.0011895276568821538 0.0015604799196904003 0.0014878023410178113 0.0018067043283318286
leaf_count=612 215 151 144 597 801 206 201 323 422 238
internal_value=0 3.86844e-05 8.01659e-05 1.74582e-05 -0.000177915 -8.60768e-06 0.000180139 0.0001964 6.73177e-05 -0.000114638
internal_weight=0 0.0143419 0.013211 0.0118726 0.00567572 0.00450026 0.0031511 0.00619692 0.00463644 0.00329451
internal_count=3910 3298 3083 2932 1805 1004 798 1127 804 660
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=10
num_cat=0
split_feature=4 15 0 3 2 3 12 49 3
split_gain=2.89665e-05 4.46588e-05 3.9784e-05 6.94954e-05 7.23056e-05 6.71571e-05 7.08303e-05 7.02438e-05 5.85515e-05
threshold=0.28937500000000005 -0.43091499999999999 -0.06402999999999999 0.076695000000000013 0.093070000000000014 -0.078669999999999976 -0.0089849999999999982 -0.006494999999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -7 -8 -9
right_child=1 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.02555478675046078 -0.002992649586713404 0.025524294036241769 0.029745210331445972 -0.014535092881335211 -0.0017701551656299217 -0.024195064442703817 -0.011639094988034511 0.0003395286579624132 0.033294295492566649
leaf_weight=0.0015497898172564147 0.0011920231498039288 0.0010182860213240577 0.0014200612683256063 0.0012579335515448056 0.0014937757395596346 0.0010688035344586623 0.0014872309509195644 0.0010920267011235198 0.0010648750169896248
leaf_count=1807 209 217 180 139 316 228 139 585 90
internal_value=0 0.0101451 -0.00245701 0.00510853 0.0135889 -0.00749662 -0.00155842 0.00508077 0.0166095
internal_weight=0 0.00221031 0.0104345 0.00417177 0.00291384 0.00626273 0.00471294 0.00364413 0.0021569
internal_count=3910 426 3484 635 496 2849 1042 814 675
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=14
num_cat=0
split_feature=484 42 43 160 160 148 133 47 42 151 3 4 1
split_gain=0.000170491 0.000112757 0.000125624 9.94691e-05 0.000119857 0.000107807 0.000111239 0.00011005 0.000148959 0.000168886 0.000147246 0.000155868 7.93552e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.090764999999999985 -1.0000000180025095e-35 -0.0056849999999999991 0.10561500000000001 0.085775000000000004 -0.0074049999999999993 0.045635000000000002 -0.060264999999999992 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8 11 -11 -12
right_child=1 2 3 -5 5 6 7 -9 -10 10 12 -13 -14
leaf_value=-0.00074241246301821418 -0.00052583725097398262 0.00065971685779699215 -0.00054548359868556101 -0.00047571175083009154 -0.00043890013822665694 -0.00034437197265756994 0.0010727195941927069 0.00086352186322712218 -0.0004499192090360174 0.0010679327569461873 0.00018023642222492946 8.0126643571644095e-05 -0.00056260019717301578
leaf_weight=0.0011143969873264265 0.0011933911106301156 0.0013975713492482686 0.0010080075752906268 0.0012902496546134895 0.001026678754082134 0.001130388882849242 0.0010049442972410328 0.0011876420673728348 0.0010836032438122315 0.00109516499641662 0.0011374117116247362 0.0013982672206640661 0.0010759057168543817
leaf_count=612 215 151 471 188 146 738 148 113 504 255 24 200 145
internal_value=0 5.24507e-05 0.00010233 3.97018e-05 9.93548e-05 0.000163457 0.000231317 0.000312835 0.000216589 0.000343037 0.000187242 0.000513991 -0.000180861
internal_weight=0 0.0150292 0.0138358 0.0124383 0.011148 0.01014 0.00911333 0.00798294 0.0067953 0.00571169 0.00470675 0.00249343 0.00221332
internal_count=3910 3298 3083 2932 2744 2273 2127 1389 1276 772 624 455 169
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=10
num_cat=0
split_feature=49 151 4 16 1 52 2 0 1
split_gain=3.13286e-05 5.51001e-05 7.95357e-05 8.83916e-05 8.05664e-05 6.21964e-05 6.25888e-05 0.000101268 2.46144e-05
threshold=-0.081419999999999979 -0.083274999999999988 0.24280000000000004 -0.094359999999999986 0.11198000000000001 -0.11271999999999999 0.10946500000000002 -0.024394999999999997 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 7 8 -7
right_child=1 2 4 5 -6 6 -8 -9 -10
leaf_value=0.011518598186439353 -0.02307543735292044 -0.02688187645324764 -0.0054676134162395867 -0.019134929782615408 0.031102600720608345 0.023993941883726295 0.026857315812182495 -0.023264394202033415 0.0020099379479062924
leaf_weight=0.0019259049287795897 0.001144100215638791 0.0014896033071909133 0.0010450134382344052 0.0012524250804302464 0.0014223800690193642 0.0010143850592652529 0.0010936021898962705 0.0012427877859215509 0.0010228599838624356
leaf_count=312 367 430 146 480 310 1110 220 102 433
internal_value=0 -0.00233329 0.000143074 -0.00522157 0.015614 0.000513402 0.00613986 -0.000767591 0.0129562
internal_weight=0 0.0107272 0.00958306 0.00711566 0.00246739 0.00562606 0.00437364 0.00328003 0.00203725
internal_count=3910 3598 3231 2775 456 2345 1865 1645 1543
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=14
num_cat=0
split_feature=484 14 157 42 47 4 3 15 150 0 13 3 16
split_gain=0.000161111 0.000124661 0.000148595 8.27499e-05 0.000151308 0.000122122 7.40848e-05 0.000212213 8.17313e-05 5.36065e-05 6.06357e-05 9.87283e-05 2.41774e-05
threshold=-0.0043499999999999988 0.018455000000000003 -0.072409999999999988 0.10269500000000001 0.10561500000000001 -0.0017649999999999999 0.11818000000000002 -0.10071499999999999 0.085075000000000026 -0.082604999999999998 -0.090394999999999989 -0.100615 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 7 -7 -9 -4 -11 -12 -6
right_child=1 -3 3 -5 12 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.00073121481483006475 0.00073905823353057401 -0.00061906936389943747 0.00055022719082595099 -0.00050650401418743461 0.00077385921461039532 0.00056241365259457939 -0.00061422387839210905 -0.00085318196631779634 -0.00011320900721703092 0.00043128442697001776 0.00030146219888905205 -0.00054377785528697997 0.00035240176122062252
leaf_weight=0.0010964506085276151 0.001255443942841431 0.0010062103767233413 0.0012605453178853466 0.001010155426770072 0.0010110317483270053 0.0012583084809777963 0.0014306302644890414 0.0010196058463305645 0.0013127267221605989 0.0011806205845137883 0.0010581690575319845 0.0010670750186095132 0.0010848177259739069
leaf_count=612 389 130 618 361 87 255 134 266 123 59 162 629 85
internal_value=0 4.74699e-05 9.55503e-05 3.19054e-05 7.84561e-05 -2.58711e-05 -0.000236904 -8.65673e-05 -0.000436697 0.000206183 7.49969e-05 -0.000122929 0.000555712
internal_weight=0 0.0149553 0.0139491 0.0126937 0.0116835 0.00958768 0.00502127 0.00359064 0.00233233 0.00456641 0.00330586 0.00212524 0.00209585
internal_count=3910 3298 3168 2779 2418 2246 778 644 389 1468 850 791 172
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=14
num_cat=0
split_feature=484 156 42 160 133 160 2 2 16 1 0 2 0
split_gain=0.000126933 6.16357e-05 0.000100488 8.97277e-05 0.000153779 0.000151004 9.78749e-05 0.00015677 0.00012507 0.000124241 0.000104124 3.96137e-05 2.63444e-05
threshold=-0.0043499999999999988 0.091280000000000014 -0.10770999999999999 -0.091109999999999983 -0.0023199999999999996 0.091575000000000017 -0.0098549999999999974 0.10113500000000002 -0.15168999999999996 0.10937500000000001 -0.072864999999999985 0.11005500000000001 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -8 11 12 -9 -10
right_child=1 -3 3 4 5 -7 7 9 10 -11 -12 -13 -14
leaf_value=-0.00066043385475770351 -0.00050643251135896344 -0.00043461310709594667 -0.00044686175692411871 -0.00043183183126983306 -0.00018533427577979491 -0.00044577715347762521 0.0012065341645272883 -0.00045585049940178966 0.00041493181540923531 0.00062164278957622845 0.00090797422067611018 6.77467545723985e-05 -2.4954967075730831e-05
leaf_weight=0.0010902512633268165 0.0010803677109923289 0.001009344168249964 0.0010001028642596015 0.0014510630091519412 0.0012146833272796255 0.0010709606207033604 0.0011605976372386431 0.0010383345690251349 0.0010340964643993451 0.0011322507193697721 0.0012468664126302582 0.001194758081126672 0.0010599801853656487
leaf_count=612 200 322 454 778 190 154 55 114 62 198 152 126 493
internal_value=0 3.29848e-05 6.74751e-05 0.00011667 0.00016524 0.000250577 0.000332696 0.000412682 0.00065201 9.25526e-05 0.000459376 -0.000175713 0.00019227
internal_weight=0 0.0146934 0.0136841 0.0126037 0.0116036 0.0101525 0.00908157 0.00786688 0.00450154 0.00336534 0.00334094 0.00223309 0.00209408
internal_count=3910 3298 2976 2776 2322 1544 1390 1200 762 438 707 240 555
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=11
num_cat=0
split_feature=11 3 160 42 43 2 474 2 4 3
split_gain=2.83316e-05 4.86218e-05 4.36385e-05 7.36958e-05 0.000105539 8.74538e-05 7.23362e-05 5.41669e-05 5.59925e-05 2.73548e-05
threshold=0.081005000000000008 -0.13927999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.059400000000000008 0.113945 0.0057500000000000008 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 9 -6 -3 8 -7 -5
right_child=-2 2 3 4 5 7 -8 -9 -10 -11
leaf_value=0.020237873165513853 -0.016249690315775955 -0.027976539235008775 -0.020592202521099716 0.014107839906160794 -0.022299264706548569 0.0017949526269989567 0.0073817975957158142 -0.0096145238739361039 0.033566914590722183 0.03736067614570223
leaf_weight=0.0012007506169132752 0.0010138938181801132 0.0013615939868383484 0.0011831537303897072 0.0010210699283402097 0.0014327974725995211 0.0012083946242459629 0.0010061343910195324 0.0012504897550590492 0.0010253260441029644 0.0010027767901684692
leaf_count=166 233 767 831 306 472 234 340 225 99 237
internal_value=0 0.00117628 -0.00100527 0.00247644 0.00640877 -0.00150237 -0.0129515 0.00704986 0.016379 0.0256292
internal_weight=0 0.0116925 0.0104917 0.00812401 0.00694085 0.00491701 0.00236773 0.00348421 0.00223372 0.00202385
internal_count=3910 3677 3511 2404 1573 1030 1107 558 333 543
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=12
num_cat=0
split_feature=484 457 52 52 160 2 0 2 4 4 1
split_gain=0.000134209 8.55086e-05 9.66099e-05 0.000149723 9.96164e-05 0.00011556 0.000193874 0.000185051 9.31152e-05 0.000164383 8.66201e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.27466499999999994 -0.081429999999999989 -0.079234999999999986 0.11005500000000001 0.10302000000000001 0.11735000000000002 -0.0010999999999999996 0.15045000000000003 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 6 8 -7 -6 -10 -4
right_child=1 2 3 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00067469725664501929 -0.0005113671966103841 -0.00045020137814193005 0.00014537148160591808 -0.00043597670543073247 0.00052924276712979304 0.0010685711510054856 -0.00073466671983174513 -2.911234178866652e-05 -0.00056144112497276118 0.00032073151591751562 0.00088863144690857034
leaf_weight=0.0010825130083448606 0.001005119160939239 0.001200413778424894 0.001064464943866643 0.0015219966090848748 0.001594944063880251 0.0010933216362761507 0.0012157845069599299 0.0012838135392744337 0.0013914904688384329 0.0019503650890430289 0.0013900545982499807
leaf_count=612 197 360 158 522 1011 92 50 267 202 205 234
internal_value=0 4.06585e-05 8.11389e-05 0.00013214 2.61231e-05 0.000108578 -3.32836e-05 0.000475748 0.000139446 -4.65898e-05 0.000566298
internal_weight=0 0.0147118 0.0137066 0.0125062 0.0100517 0.00852972 0.00615258 0.00237714 0.0049368 0.00334186 0.00245452
internal_count=3910 3298 3101 2741 2349 1827 1468 359 1418 407 392
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 43 43 0 47 150
split_gain=0.000121549 5.17504e-05 8.89076e-05 8.84496e-05 0.000174338 8.4673e-05 6.72343e-05 5.92999e-05 5.60132e-05 8.95673e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.0050750000000000005 -0.044024999999999988 -0.083564999999999987 0.078345000000000012 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 7 -4 -5 9 -8
right_child=1 2 3 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00066308075647172535 -0.00037431156017452401 0.00056052460542622029 0.00050481318815918637 4.3671831702657675e-05 -0.00084170521869880027 0.00035367348006751372 0.0005680694294946016 -0.00054901806563117331 -0.00025362591073174924 -0.0001463821010058429
leaf_weight=0.0010315378772654928 0.0010962325638369649 0.0012766969231943577 0.0017434102250000532 0.001554270327923117 0.0011529542097781752 0.0017241704032797973 0.0013718443379869914 0.0011143387456062728 0.0015224812392782569 0.001327394049255283
leaf_count=612 215 151 528 332 801 175 334 497 176 89
internal_value=0 3.4549e-05 6.95992e-05 1.51495e-05 -0.000163111 1.49971e-05 0.000180877 -0.000203819 4.71029e-05 0.000216726
internal_weight=0 0.0138838 0.0127876 0.0115109 0.00554573 0.00439278 0.00596513 0.00266861 0.00422172 0.00269924
internal_count=3910 3298 3083 2932 1805 1004 1127 829 599 423
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=14
num_cat=0
split_feature=484 14 157 3 42 160 51 2 2 47 1 52 0
split_gain=0.000150889 0.000123493 0.000108563 8.91356e-05 9.29021e-05 8.86638e-05 0.000119072 0.000122417 0.000110215 0.000161131 6.84699e-05 9.94343e-05 6.18278e-05
threshold=-0.0043499999999999988 0.018455000000000003 -0.072409999999999988 -0.12008499999999998 0.060615000000000009 -1.0000000180025095e-35 0.090935000000000016 0.11462500000000002 0.086875000000000022 0.10783500000000001 0.086430000000000021 0.091210000000000013 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 8 9 12 11 -10 -7
right_child=1 -3 3 5 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.00071074707878198188 0.00064890162503938138 -0.00062156897592059908 0.00076468029448750036 -0.00056542924778698472 -2.0056160015293068e-05 -0.00020030506964624942 0.00059787415422254844 -0.00070336439884510847 -0.00026253728798131373 0.00038546882589370182 0.00065252086406608384 0.00054486501437552286 -0.00086555058146903794
leaf_weight=0.0010958084448382229 0.0012259157033420185 0.0010001849063363362 0.0011951423844651669 0.0011084288442339751 0.0011269133203150594 0.0010387765078413819 0.0011979903335216568 0.0010089691190750686 0.001400316590092523 0.0010746715283703884 0.0011773676463747718 0.001008969797908113 0.0011122557672139722
leaf_count=612 389 130 153 470 79 65 149 257 402 61 133 208 802
internal_value=0 4.35266e-05 9.21689e-05 3.73482e-05 0.000383841 -4.20946e-05 2.22206e-05 -6.5952e-05 2.84542e-05 -0.000234533 0.000264975 7.55896e-05 -0.00054429
internal_weight=0 0.0146759 0.0136757 0.0124498 0.00232206 0.0101277 0.00901932 0.00782133 0.00681236 0.0032257 0.00358665 0.00240929 0.00215103
internal_count=3910 3298 3168 2779 232 2547 2077 1928 1671 928 743 610 867
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=13
num_cat=0
split_feature=484 1 12 43 52 42 4 1 2 52 4 1
split_gain=0.000131125 6.45729e-05 8.39851e-05 9.02399e-05 0.00011426 8.72319e-05 0.000197944 0.000123156 0.000119701 0.000103553 0.00026244 7.66767e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 0.085775000000000004 0.074650000000000008 0.11183500000000002 0.097940000000000013 -0.084699999999999984 -0.00072999999999999985 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 -5 -11 -6
right_child=1 -3 -4 4 11 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00067690035993992013 0.00056108404359782641 0.0004572620655719726 -0.00050986865586629868 -0.00037163984589443349 -0.00078516111474281013 -0.00084904499057328071 0.00036320532078598725 -0.0003320303660762652 0.00076995750970985802 0.0010229900175614656 -0.00027154201879903822 -4.4607145583325426e-05
leaf_weight=0.0010633036321071225 0.0011720647628062882 0.00127871436162984 0.0011523737045282421 0.0010836635833152922 0.0010785481309679773 0.0010668998967181794 0.0010063365686354886 0.0013244405516969968 0.0016702184121793438 0.0011723376912375915 0.0012378190186469868 0.0010716273033632533
leaf_count=612 156 216 117 216 783 517 138 155 325 354 146 175
internal_value=0 3.67781e-05 -4.46658e-06 4.45417e-05 -1.19769e-05 8.95079e-05 -0.000260626 0.000201385 0.000338192 0.000131786 0.000358138 -0.000416076
internal_weight=0 0.014315 0.0130363 0.011884 0.0107119 0.00856172 0.00207324 0.00648848 0.00516404 0.00349382 0.00241016 0.00215018
internal_count=3910 3298 3082 2965 2809 1851 655 1196 1041 716 500 958
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=12
num_cat=0
split_feature=484 1 150 42 156 13 16 49 2 16 16
split_gain=0.000130638 7.35976e-05 7.74172e-05 9.86839e-05 9.68502e-05 0.000117655 0.000141462 9.87661e-05 7.37077e-05 0.000124898 6.22608e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 -1.0000000180025095e-35 0.090135000000000007 -0.071149999999999977 -0.0072149999999999992 -1.0000000180025095e-35 0.097940000000000013 -0.033174999999999989 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 9 -5 -10
right_child=1 -3 -4 4 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00066815703952973686 -0.00044180806879146251 0.00047762377964049555 -0.00048952125086102068 0.00010237447465059027 -0.00047675294150531744 0.00050234073888139985 0.0007911004119908081 -0.00018057107436654792 -0.00016453780578741772 -0.00082824265076368998 0.00047817713787778941
leaf_weight=0.0010898715642516368 0.0014518746352213301 0.0013173137194873079 0.0011718691446240487 0.0012168311226073225 0.0010052549287436008 0.0014511967696444333 0.0018952484633362366 0.0018549700587843243 0.0010908764946957472 0.0010185998921736642 0.0012361020829454823
leaf_count=612 948 216 138 477 259 111 237 330 74 373 135
internal_value=0 3.53974e-05 -8.09986e-06 3.80637e-05 0.000102759 0.000162424 0.000364011 0.000119184 -6.73964e-05 -0.000321672 0.000176875
internal_weight=0 0.0147101 0.0133928 0.012221 0.0107691 0.00976382 0.00520142 0.00330617 0.00456241 0.00223543 0.00232698
internal_count=3910 3298 3082 2944 1996 1737 678 441 1059 850 209
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=10
num_cat=0
split_feature=52 376 52 1 3 1 151 16 12
split_gain=3.24914e-05 6.10475e-05 5.76079e-05 4.63341e-05 0.00017389 7.88195e-05 8.93314e-05 0.000138505 5.7646e-05
threshold=-0.27466499999999994 0.048375000000000008 -0.081429999999999989 0.087545000000000026 -0.084014999999999992 0.096230000000000024 -0.0060399999999999994 -0.072359999999999994 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 -8
right_child=1 -3 3 5 -6 6 7 -9 -10
leaf_value=-0.017450188503373369 0.014217656331027629 0.022064755835551619 0.0085370976004706008 0.022350149956680099 -0.041404989547205201 -0.030760550639287433 0.028120538972209175 -0.028642229682235332 -0.0028751315948875793
leaf_weight=0.0010090817796997277 0.0019672591840498134 0.0012585859823968691 0.0014584476706454334 0.0012709342669091949 0.0013356393542610868 0.001091819704639594 0.0014121759845741001 0.0010364894585575442 0.0010433208922638829
leaf_count=425 458 200 785 382 965 175 227 207 86
internal_value=0 0.00124076 -0.00122802 -0.00474128 -0.0153364 0.000315077 -0.0057945 0.00201149 0.0149507
internal_weight=0 0.0118747 0.0106161 0.00864883 0.00279409 0.00585474 0.00458381 0.00349199 0.0024555
internal_count=3910 3485 3285 2827 1750 1077 695 520 313
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=11
num_cat=0
split_feature=1 376 150 151 52 0 0 16 3 47
split_gain=2.78304e-05 4.85085e-05 5.83358e-05 7.06784e-05 5.84587e-05 7.82914e-05 0.000109367 6.07287e-05 5.37672e-05 1.63178e-05
threshold=0.12730000000000002 0.048375000000000008 0.083205000000000015 -0.07299499999999999 0.11588000000000002 -0.076099999999999987 -0.10575999999999998 0.16388500000000003 0.10223 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -7 -1 -2
right_child=9 -3 3 -5 -6 7 -8 -9 -10 -11
leaf_value=0.0081566249843657741 0.0016896047510462258 0.018360511616201933 0.028439341508210061 -0.0068870605745219443 -0.030066323934605416 0.022286682204761626 -0.039633868677526399 -0.0091417441407287327 -0.021009001944223466 0.019497075097038762
leaf_weight=0.0016662233075640286 0.00104648666730843 0.001032826557655484 0.0010607516249781079 0.0012151362207588855 0.0010940142546137259 0.0014238130904033171 0.0011616832439289198 0.0010820738557288153 0.0010184259335301871 0.0010124217683691638
leaf_count=276 267 149 210 176 508 370 1438 366 72 78
internal_value=0 -0.00224443 -0.00443339 0.00957796 -0.00871586 -0.00503876 -0.0139997 0.00871549 -0.0029074 0.010446
internal_weight=0 0.0107549 0.00972212 0.00227589 0.00744623 0.00635222 0.00384633 0.00250589 0.00268465 0.00205891
internal_count=3910 3565 3416 386 3030 2522 1786 736 348 345
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=10
num_cat=0
split_feature=4 0 0 47 4 16 52 3 15
split_gain=2.95873e-05 3.37664e-05 6.81262e-05 5.95589e-05 7.54785e-05 4.50143e-05 7.52729e-05 0.000122809 2.96049e-05
threshold=0.28937500000000005 -0.06402999999999999 -0.083564999999999987 0.085165000000000018 -0.23071499999999998 -0.19424999999999998 -0.0066199999999999991 0.090325000000000003 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 -7 -2
right_child=8 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.016226124750793148 -0.00033465671548093157 -0.015524380978806988 -0.029560446620422329 0.023386806029728431 0.017000812236122386 -0.030612079299220218 0.021814008758064149 0.016659155155504549 0.022844349170501876
leaf_weight=0.0015975056956247635 0.0012001722097627452 0.0018477300284734446 0.0011059364168665943 0.0011994445653920327 0.0011622891830953214 0.0011328388264124634 0.0014263791648390818 0.0010674597243089112 0.0010187722324670454
leaf_count=222 209 254 1179 118 263 552 796 100 217
internal_value=0 -0.00239741 -0.00701311 0.00454361 -0.0029651 -0.00223994 0.0039208 -0.00767876 0.0103074
internal_weight=0 0.0105396 0.00633012 0.00420946 0.00301002 0.00522418 0.00362668 0.0022003 0.00221894
internal_count=3910 3484 2849 635 517 1670 1448 652 426
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=11
num_cat=0
split_feature=52 52 51 2 0 16 16 16 2 48
split_gain=3.20406e-05 5.05318e-05 6.10929e-05 7.10518e-05 0.000100965 8.93976e-05 7.39799e-05 6.29442e-05 5.67285e-05 4.91016e-05
threshold=-0.27466499999999994 -0.096614999999999993 -0.07742499999999998 0.11005500000000001 0.12500000000000003 -0.16268499999999997 -0.15168999999999996 -0.30307999999999996 0.082715000000000025 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4 -8 -10
right_child=1 2 3 5 -6 -7 8 -9 9 -11
leaf_value=-0.017333639644254033 0.02268761053619436 -0.022897457531335163 0.00040998860940193556 -0.0032560770001778087 -0.032151511967665039 0.03117944067756398 -0.027718045077166072 0.034042743749646581 0.014730466798920375 -0.015029397332380746
leaf_weight=0.0010019362023757387 0.0010093007990581984 0.0011128690091446744 0.0012483693317395113 0.0014578172345177365 0.0010659045406774398 0.0015613242288927812 0.0010197981613712338 0.001003973557229657 0.0011811837618149561 0.0010448221882037036
leaf_count=425 327 325 282 254 63 267 622 77 1033 235
internal_value=0 0.00129856 -0.000719751 0.00185568 -0.00398398 0.014552 0.00147674 0.0154017 -0.0081861 0.000762056
internal_weight=0 0.0117054 0.0106961 0.00958319 0.00656405 0.00301914 0.00549815 0.00225234 0.0032458 0.00222601
internal_count=3910 3485 3158 2833 2312 521 2249 359 1890 1268
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 150 52 12
split_gain=3.5199e-05 5.96684e-05 4.51043e-05 0.000112007 9.16054e-05 6.89001e-05 0.000103346 8.79615e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.086645000000000014 0.084240000000000023 0.085845000000000019
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=-0.017219083620265398 -0.018046673921340586 0.017524488691180513 0.018359555447753417 0.024686928037846778 0.016753600952682881 -0.034019530999699364 -0.032414069165553359 -0.017373500863974243
leaf_weight=0.0015836178016455189 0.0010114485675809326 0.0019172821528049789 0.001776133636717325 0.0016278696958566229 0.0015302820540417823 0.0010469116171372399 0.001026816922592831 0.0011253886936926861
leaf_count=275 161 388 477 130 340 214 954 971
internal_value=0 0.00140224 -0.00177887 0.00122743 -0.00464281 -0.0112239 -0.0051488 0.00450008
internal_weight=0 0.0116343 0.00971702 0.0081334 0.00650553 0.00497525 0.00392834 0.00290152
internal_count=3910 3749 3361 3086 2956 2616 2402 1448
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=13
num_cat=0
split_feature=14 484 132 42 160 47 0 1 1 42 2 2
split_gain=0.000128467 0.000130726 8.51274e-05 0.000102913 0.000133057 0.000101156 0.000153847 0.000153705 0.000119634 0.000168159 0.000143061 3.37146e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.080815000000000012 -0.089024999999999979 0.091575000000000017 0.086425000000000016 -0.10462499999999998 0.11235500000000002 0.09112000000000002 0.084100000000000022 0.10113500000000002 0.090815000000000021
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 11 -5
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00062673727737438793 -0.00069187681916512355 -0.00050121713700461488 0.00057462847266899887 0.000612633560442148 -0.00052785185639683254 -0.00065711898737184742 0.00032164476623798463 0.00089916753864873594 -0.00029827124364147653 -0.00026678221934075272 -2.9322024947713927e-05 0.0011047525392040682
leaf_weight=0.0010675954896156711 0.0010018353372619358 0.001231571412231079 0.0012444355733485972 0.0010893724734601993 0.0011744535737687337 0.0012502664152773679 0.0012198578563879974 0.0012913629414355882 0.0016411023160083811 0.0013268684982547375 0.0010493291248261077 0.0010521799222721201
leaf_count=583 147 320 312 407 171 86 221 305 435 727 93 103
internal_value=0 3.38999e-05 8.58713e-05 3.65277e-05 9.62198e-05 0.000170103 -0.000173762 0.000284111 0.000155149 0.000319856 0.000563799 0.00085442
internal_weight=0 0.0146384 0.0135708 0.0123264 0.0110948 0.00992034 0.00247012 0.00745022 0.00615885 0.00451775 0.00319088 0.00214155
internal_count=3910 3763 3180 2868 2548 2377 307 2070 1765 1330 603 510
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=11
num_cat=0
split_feature=48 48 51 12 1 13 160 2 0 13
split_gain=2.87449e-05 5.77868e-05 5.00106e-05 5.42933e-05 9.34528e-05 9.88072e-05 8.51245e-05 4.61717e-05 5.25116e-05 3.6286e-05
threshold=0.11930500000000001 0.097140000000000018 0.08955500000000001 -0.036459999999999992 0.11198000000000001 0.0043150000000000003 -1.0000000180025095e-35 0.094010000000000024 -0.089879999999999974 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -8 -9
right_child=-2 -3 -4 4 5 -7 7 9 -10 -11
leaf_value=-0.016319182413225389 -0.016308196938496621 0.024220620586105031 -0.020008549480027817 -0.023708998022513163 0.044155181507971916 0.0020972063832577037 0.00087869939188861372 0.0072471856395218128 0.03094503351582481 -0.019609952224855943
leaf_weight=0.0014390542970494921 0.0010126352342343841 0.001001563345408755 0.0012139333366167583 0.0013717889464435725 0.0010655258106323437 0.0011740910150996042 0.0012936899538594727 0.0010000457135217328 0.0010542825608267821 0.0010122675842492573
leaf_count=394 161 212 367 764 156 78 263 92 991 432
internal_value=0 0.00125844 -0.000906155 0.00155795 0.00478514 0.0221068 -0.00198273 0.00485257 0.014379 -0.00626294
internal_weight=0 0.0116262 0.0106247 0.00941075 0.00797169 0.00223962 0.00573207 0.00436029 0.00234797 0.00201231
internal_count=3910 3749 3537 3170 2776 234 2542 1778 1254 524
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=12
num_cat=0
split_feature=484 42 43 131 160 15 43 4 3 47 3
split_gain=8.7506e-05 7.91846e-05 0.000132856 7.65395e-05 6.941e-05 8.35381e-05 9.46813e-05 0.000101959 7.87912e-05 7.52138e-05 0.000168834
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.08956500000000002 -0.080184999999999992 -0.24219999999999997 -0.044024999999999988 -1.0000000180025095e-35 0.092005000000000017 0.084155000000000021 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 10 -9
right_child=1 2 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-0.00054918136117351388 -0.00046333018610152397 0.00065007373753512643 -0.00028441833392125207 -0.00049617808723701352 0.00065627813047352374 0.00046643717908075011 0.00047773626739179781 -0.00062311002300550371 -0.00016509762002519271 -0.00066840050847285766 0.00050831461387684459
leaf_weight=0.001073600606830598 0.0011478185246131768 0.0013774401882479309 0.0019041568956444837 0.0010591437126239557 0.0010191217478171281 0.0017309687731941236 0.0017536677440250963 0.0010139135714551089 0.0012595877845145015 0.0012523227679565301 0.0010143675549972309
leaf_count=612 215 151 539 449 175 442 824 191 115 109 88
internal_value=0 3.09206e-05 7.33056e-05 7.14028e-06 5.58324e-05 0.00012747 6.03139e-05 -5.13801e-05 0.000209022 -0.000290561 -5.72711e-05
internal_weight=0 0.0145325 0.0133847 0.0120073 0.0109481 0.00904395 0.00802483 0.00629386 0.00301326 0.0032806 0.00202828
internal_count=3910 3298 3083 2932 2483 1944 1769 1327 939 388 279
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=13
num_cat=0
split_feature=50 159 47 47 47 151 4 42 43 12 12 2
split_gain=0.00015079 0.000129929 9.99612e-05 0.000127958 0.000168185 9.68308e-05 0.000169005 0.000137015 0.000190691 9.10253e-05 8.46689e-05 0.000164711
threshold=0.10625000000000001 -0.026594999999999997 0.117025 0.096770000000000009 0.081320000000000017 -0.084764999999999993 0.28937500000000005 -1.0000000180025095e-35 -0.049504999999999987 0.085775000000000004 0.090840000000000018 0.093070000000000014
decision_type=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 -10
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.00068449666580035705 -0.00072572243802382884 -0.00042162259992083352 -0.00056491285360642251 0.00065745534776962282 -0.00077450931882479311 -0.00064993256087829225 0.0008158003748312215 0.0010035223700045983 0.00010559240385415857 0.00020886519473253077 0.000299351631826602 -0.00078788913019120662
leaf_weight=0.0011160670157021194 0.0010560220368884083 0.0014373150635381563 0.0011485261850261589 0.0011684011542526058 0.0010428046048584572 0.0010156729679558999 0.0011872422425992348 0.0010765265265816916 0.0018442953897178406 0.0011421945909449564 0.0013937370330590407 0.0013919472850718387
leaf_count=340 418 276 124 153 143 754 299 198 425 313 299 168
internal_value=0 4.09102e-05 -1.09566e-05 3.914e-05 -2.3508e-05 5.11561e-05 0.000126229 2.21283e-05 0.000121796 0.000594434 -0.000104696 -0.000278705
internal_weight=0 0.0149647 0.0138487 0.0127001 0.0115317 0.0104889 0.00905162 0.00786437 0.0068487 0.00221872 0.00462998 0.00323624
internal_count=3910 3492 3152 3028 2875 2732 2456 2157 1403 511 892 593
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=10
num_cat=0
split_feature=39 13 48 51 49 12 4 39 15
split_gain=2.73491e-05 6.01242e-05 7.13225e-05 7.04063e-05 7.21983e-05 0.000112443 9.98385e-05 4.84824e-05 4.25073e-05
threshold=0.005105000000000001 -0.23438999999999996 0.11379500000000002 0.08955500000000001 -0.029304999999999998 0.084100000000000022 0.08734500000000002 0.092870000000000022 -0.024209999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -2 -6
right_child=7 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.017564783813325182 0.025655684602771268 0.018339231139272893 -0.029508021755609556 -0.026481957204824488 -0.005388051674613089 -0.039084114526306703 0.0019127290386224004 -0.0038418573933765125 0.019812431539613252
leaf_weight=0.0013307058363982794 0.0010422658838835452 0.0018846136335841446 0.0010651378972377007 0.0010231455323739024 0.001151785036945626 0.0013022087941065553 0.0010922588439150477 0.0011972680106186555 0.0015979633551721447
leaf_count=170 215 295 121 331 186 1880 166 244 302
internal_value=0 -0.00229157 -0.00518974 -0.00197285 0.0015948 -0.00453963 -0.020383 0.00988612 0.00925672
internal_weight=0 0.0104478 0.00911711 0.00805198 0.00702883 0.00514422 0.00239447 0.00223953 0.00274975
internal_count=3910 3451 3281 3160 2829 2534 2046 459 488
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=12
num_cat=0
split_feature=484 15 4 12 1 150 12 15 43 4 2
split_gain=0.000162594 6.95824e-05 8.4482e-05 0.000126474 0.00012093 8.85176e-05 8.36285e-05 0.000177846 0.00014562 0.000119955 4.94327e-05
threshold=-0.0043499999999999988 -0.26361999999999991 -0.00072999999999999985 -0.036459999999999992 0.12864500000000004 0.085200000000000012 0.098355000000000012 0.05377500000000001 -0.079109999999999986 -0.049279999999999997 0.093470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 10 7 8 -3 -10 -5
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00073124286222948866 0.00046555299190386963 1.6847034793967258e-05 -0.00073732309481008059 -0.00058594721001264981 0.00058537255146159776 0.00021546505075941487 -0.00034126018812401422 -0.00042503490436678737 0.00038936448868887122 0.0012442477982051656 -4.2910831943830999e-05
leaf_weight=0.0010839673075702739 0.0014370429634116425 0.0018552190520961737 0.0011552542272854696 0.0016791230283229753 0.0010197982659655817 0.0015009223614218395 0.0010560067080942316 0.0011575781230678678 0.0015618906305920818 0.0010588570665440913 0.0010459530103939596
leaf_count=612 278 452 141 261 48 144 326 1022 196 183 247
internal_value=0 5.59842e-05 1.10231e-05 -0.000150006 -2.06645e-05 -0.000166911 0.000165108 0.000260026 0.000437197 0.000734762 -0.000377516
internal_weight=0 0.0145276 0.0130906 0.00640105 0.0052458 0.004226 0.00668955 0.00563354 0.00447597 0.00262075 0.00272508
internal_count=3910 3298 3020 841 700 652 2179 1853 831 379 508
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=11
num_cat=0
split_feature=132 42 39 47 52 12 12 51 1 15
split_gain=2.68815e-05 5.65914e-05 8.04065e-05 0.000105549 0.000137316 7.07943e-05 0.000194035 7.51725e-05 7.95938e-05 4.67367e-05
threshold=0.080815000000000012 -0.089024999999999979 0.085060000000000011 0.09252500000000001 -0.088354999999999989 0.10058500000000002 0.090385000000000007 0.08955500000000001 0.085990000000000011 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6 -10
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0235885901158546 0.014678593369509427 -0.028111904233728936 0.027345644000245434 -0.026805372324645773 -0.010362431796674905 -0.01356159638950705 0.050121698133064635 -0.020582937864669509 0.035894196136412003 0.0067443763937482006
leaf_weight=0.001059311551062027 0.0011180811108046996 0.0012512249095735367 0.0010196709443710044 0.0014733315234888326 0.0011866772166691003 0.0012472130384650953 0.0011129776743976222 0.0010086922929603819 0.0011347483685253484 0.001067430229868274
leaf_count=370 395 511 345 305 765 257 467 147 97 251
internal_value=0 -0.00155953 0.000662494 -0.00220686 0.00231829 0.00795258 0.0128219 0.00338173 0.0105148 0.0217648
internal_weight=0 0.0115613 0.010502 0.0094823 0.00800896 0.00675774 0.00551053 0.00439755 0.00338886 0.00220218
internal_count=3910 3515 3145 2800 2495 1984 1727 1260 1113 348
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=12
num_cat=0
split_feature=14 484 474 52 2 160 13 13 151 16 2
split_gain=0.000235605 0.000180171 0.000135825 8.27217e-05 0.000162884 0.000117117 9.22552e-05 0.000189587 9.75962e-05 0.000133721 0.00013581
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 -0.083354999999999985 -0.16277999999999995 -0.0088999999999999982 -0.072804999999999981 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7 -8 10 -10
right_child=-2 2 -4 5 -6 6 8 -9 9 -11 -12
leaf_value=-0.00071923670937652946 -0.00092419996242242323 -4.0953354362150618e-05 0.00074901002152922213 -0.00061438175120143244 0.00087704225552334865 -7.384402140939404e-05 -0.00060393315021041504 0.00092181567022617847 -0.00012354713174813557 -0.0003356479547079009 0.00088882106217328717
leaf_weight=0.0010626587734492198 0.001001988618263199 0.0018006688290714808 0.0011999194668764557 0.0011668488314526331 0.0012652822835892835 0.0018697911607057434 0.0011889354952596722 0.0012117913476251056 0.0010116400226572644 0.0019118150706862441 0.0010263185766394133
leaf_count=583 147 268 374 472 342 133 129 370 628 276 188
internal_value=0 5.84404e-05 0.00011897 5.82619e-05 0.000337893 -3.30688e-05 4.94471e-05 0.000317686 -0.00011141 3.68455e-05 0.000386283
internal_weight=0 0.0147157 0.013653 0.0124531 0.00306595 0.00938714 0.00822029 0.00308158 0.00513871 0.00394977 0.00203796
internal_count=3910 3763 3180 2806 610 2196 1724 503 1221 1092 816
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=10
num_cat=0
split_feature=1 123 16 1 47 15 48 52 3
split_gain=2.8842e-05 5.4536e-05 6.32478e-05 5.44678e-05 8.12252e-05 4.94934e-05 6.29403e-05 7.7721e-05 2.85242e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.082465000000000024 -0.095799999999999982 0.085575000000000012 0.0033900000000000002 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.026628412150277583 0.014850790848367336 0.018911576283006479 -0.025774993988604424 0.022110318952558952 -0.012959815230416319 -0.033470627057671364 0.017057277529126721 0.0061121968772785739 -0.009949006584382844
leaf_weight=0.0010986221766177999 0.0011692052863102901 0.0011610719457485182 0.0010980392229654858 0.0019173591750977787 0.0010074014428444189 0.0010589484691904611 0.0012586981905643776 0.001873961531517308 0.0010047139993441042
leaf_count=136 225 276 365 270 135 1111 187 1054 151
internal_value=0 -0.00163577 -0.003948 -0.00124522 0.0100308 -0.00648478 -0.00240855 -0.00863098 -0.0220189
internal_weight=0 0.0114788 0.0103177 0.00921912 0.00292476 0.00629436 0.00519632 0.00393762 0.00206366
internal_count=3910 3685 3409 3273 405 2868 2503 2316 1262
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=13
num_cat=0
split_feature=484 14 157 132 160 42 160 52 43 13 2 2
split_gain=0.00016722 0.000110191 0.000108879 8.61411e-05 0.00010029 0.000113286 8.9162e-05 9.32494e-05 0.000121892 0.000131066 0.000125718 0.000162419
threshold=-0.0043499999999999988 0.020750000000000005 -0.072409999999999988 0.079995000000000011 -0.080734999999999987 -0.089024999999999979 0.091575000000000017 0.10433000000000002 0.098320000000000005 -0.090744999999999978 0.094010000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 -7 11 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00075511771728583828 0.00064001494601153642 -0.00058152548892344822 -0.00058664436311770939 0.00055277703807965711 -0.00057160703958961025 0.00075156131214019377 -0.00039268574836323232 0.00069004518658665923 -0.00052265794667509221 -0.00016006382415421525 -0.00044399726061265126 0.00076551087271051969
leaf_weight=0.0010890546068542855 0.0012482474960732572 0.0010151273278440594 0.0010831816599170445 0.0011111149869631127 0.0010397691224952399 0.0013164753687118285 0.0011717154751618381 0.0012008406582118408 0.0010330450432770467 0.0015527217817260788 0.001377074680789148 0.0013738562119458442
leaf_count=612 389 124 405 274 256 249 167 161 191 354 334 394
internal_value=0 4.15021e-05 8.83226e-05 3.21513e-05 -1.9736e-05 4.12708e-05 0.000111875 0.000187149 9.638e-05 0.000210166 4.45552e-05 0.000274439
internal_weight=0 0.0145232 0.013508 0.0122598 0.0111487 0.0100655 0.00902573 0.00785401 0.00665317 0.00562013 0.00430365 0.00292658
internal_count=3910 3298 3174 2785 2511 2106 1850 1683 1522 1331 1082 748
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=10
num_cat=0
split_feature=159 51 484 43 16 4 3 4 4
split_gain=2.74504e-05 4.5426e-05 6.09598e-05 6.8768e-05 7.57998e-05 7.89354e-05 5.22831e-05 3.73092e-05 8.57331e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.073139999999999983 0.18936500000000003 0.0021050000000000005 -0.115685 0.17888000000000001 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -8
right_child=1 -3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.014859720848902037 -0.020961655600526374 0.01882913445222964 0.021416887624878922 0.0054746300703271385 0.028066654747493737 0.014589888260602125 -0.0087422708425425339 -0.0010536554857751429 -0.044128618622712973
leaf_weight=0.0011478195705995524 0.0012238083322279544 0.0013177276405044016 0.0010924651288488118 0.0014568206548030184 0.0011650234985649461 0.0012753846326804864 0.0017372925059360412 0.0011040755354994854 0.001129989928223213
leaf_count=520 594 308 346 194 193 252 992 237 274
internal_value=0 0.00135807 -0.000902354 -0.00358405 0.00700095 -0.00281904 -0.0107293 -0.0166734 -0.022688
internal_weight=0 0.0115026 0.0101849 0.0090924 0.00366422 0.00249919 0.00542818 0.00397136 0.00286728
internal_count=3910 3390 3082 2736 1039 846 1697 1503 1266
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=10
num_cat=0
split_feature=475 42 151 43 4 0 2 52 2
split_gain=2.60783e-05 4.79527e-05 7.123e-05 9.72182e-05 0.000109949 8.90681e-05 6.90903e-05 7.78463e-05 3.45299e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.24280000000000004 -0.074904999999999985 0.087995000000000004 0.098910000000000012 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 -5 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.013519469333225696 -0.01449664412845752 -0.01815062598275077 0.0023729006068925773 -0.030426706206776288 0.021715490221606921 0.039984180765642752 0.02336129488908293 -0.023527629256722572 -0.0024172434691187685
leaf_weight=0.0012997114435728064 0.0016181238093936129 0.0012524883940622572 0.001112728922774186 0.001064431107021232 0.0017029024260691384 0.0014502408431593086 0.0010179290375874942 0.0010198150621053563 0.0010614260977531409
leaf_count=621 994 242 520 563 219 246 152 165 188
internal_value=0 0.00143796 0.00410107 0.00740733 0.000309011 0.023655 -0.00844619 -0.000896826 0.0102024
internal_weight=0 0.0113001 0.00968196 0.00842947 0.0058665 0.00256297 0.0041636 0.00309917 0.00207936
internal_count=3910 3289 2295 2053 1287 766 1068 505 340
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=12
num_cat=0
split_feature=484 40 133 12 15 16 3 12 43 2 52
split_gain=0.000157936 6.95595e-05 0.000119093 9.09852e-05 0.000105914 0.000206764 0.000127409 0.000145324 0.00016494 0.000147586 6.88785e-05
threshold=-0.0043499999999999988 -0.083709999999999993 0.087330000000000019 -0.036459999999999992 1.0000000180025095e-35 -0.083564999999999987 -0.13927999999999999 1.0000000180025095e-35 -0.079109999999999986 0.085805000000000006 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 9 -9 -8 -11
right_child=1 2 -4 4 5 -7 7 8 -10 10 -12
leaf_value=-0.00070315133319212185 0.00055188406675455988 -0.0003790512665703959 -0.00055290501976683738 0.00073597276915442862 0.00027110560158146292 -0.00086169962583358976 0.00098462393346756692 -0.00076021789767782171 0.00017311759976305807 -0.00021852945470880104 0.00039367346181602968
leaf_weight=0.0010891042475498014 0.0010701092533755242 0.0014190037235894916 0.0012169227321664989 0.0016751118977652657 0.0014740661042583203 0.0010685241027729138 0.0011190099234578603 0.0011845055764896923 0.0018887271031136296 0.0011803322720039811 0.0017603253308301828
leaf_count=612 168 278 771 215 431 506 58 268 327 99 177
internal_value=0 7.00638e-05 3.31997e-05 8.90546e-05 0.000147575 -0.000204956 0.00024934 0.000135057 -0.000186615 0.000378568 0.000147945
internal_weight=0 0.0150566 0.0139865 0.0127696 0.0113506 0.00254259 0.00880801 0.0071329 0.00307323 0.00405967 0.00294066
internal_count=3910 3298 3130 2359 2081 937 1144 929 595 334 276
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 1 1 0
split_gain=2.63831e-05 3.65009e-05 6.79984e-05 5.76668e-05 6.2548e-05 6.11816e-05 5.8668e-05 4.08352e-05
threshold=0.079700000000000007 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 0.11183500000000002 0.12864500000000004 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -6
right_child=-2 2 3 5 7 6 -8 -9
leaf_value=-0.011996547446485517 -0.014940894113561802 0.024243748677623411 -0.023447258094686171 0.025598798211775489 0.013364315490147797 -0.014307855869058387 0.014008782511529982 -0.012720234180113235
leaf_weight=0.0017430137279985337 0.0010904793315979497 0.0013844957235381655 0.0016228873891344538 0.0013944899454083606 0.0013648090569753208 0.001433129316818541 0.0014948693838113076 0.0010712180453987463
leaf_count=399 254 137 1031 359 1236 192 205 97
internal_value=0 0.00133376 0.00371295 0.000321533 -0.00823833 0.00835943 0.000149007 0.0018939
internal_weight=0 0.0115089 0.0097659 0.0083814 0.00405891 0.00432249 0.002928 0.00243603
internal_count=3910 3656 3257 3120 2364 756 397 1333
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=12
num_cat=0
split_feature=14 484 157 42 47 1 3 49 150 4 4
split_gain=0.000118309 0.000105332 0.000131225 6.99048e-05 0.000120194 0.000123071 0.000131171 9.81674e-05 9.35495e-05 7.49763e-05 5.43716e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10783500000000001 0.11097000000000001 -0.115685 -0.084934999999999997 0.083205000000000015 -0.0021099999999999995 -0.15333499999999997
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 -9
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00054823417592451637 -0.00065344735371161862 0.00069168686520702652 0.00066182892662231126 -0.00044740533310600546 0.00052464874553252651 -0.00044829647250501482 -0.00058311885253686108 -0.0001155866854773787 0.00059370116316774394 -0.0003786019682298091 0.00048627199446186109
leaf_weight=0.0010761286984959173 0.0010042337490960727 0.00126028885246711 0.0013113131131825585 0.0010869830176415312 0.0018874569780639649 0.0020053948378330163 0.0010012612557139724 0.0012028410908562386 0.0011029883272806046 0.0016034234476496566 0.0011092972419630136
leaf_count=583 159 389 158 380 158 313 120 92 120 362 1076
internal_value=0 4.22504e-05 8.90727e-05 2.73824e-05 7.3363e-05 -1.78682e-05 9.98734e-05 -2.2539e-05 8.93035e-05 -5.27821e-05 0.000173168
internal_weight=0 0.0146474 0.0135712 0.012311 0.011224 0.00933652 0.00733112 0.00601981 0.00501855 0.00391556 0.00231214
internal_count=3910 3751 3168 2779 2399 2241 1928 1770 1650 1530 1168
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=10
num_cat=0
split_feature=16 16 13 2 1 51 48 49 12
split_gain=2.57947e-05 8.56895e-05 5.37493e-05 6.82459e-05 5.48142e-05 5.21954e-05 3.93033e-05 8.16032e-05 4.04679e-05
threshold=-0.055679999999999993 -0.0083999999999999995 0.043015000000000005 0.097360000000000016 0.087800000000000017 0.090935000000000016 0.086215000000000014 -0.029304999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 -1 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.026104321123702617 -0.030544667828781315 -0.035007343821590715 0.015881647325546873 0.008764895191338707 -0.0019302014015793066 0.023450229305997876 -0.014797449403947647 0.0069765860230970589 -0.018505247406022728
leaf_weight=0.0012549362421233516 0.001057286380726428 0.0010038524740663985 0.0016099731484391158 0.0016943297114615577 0.0010001514939301098 0.0011788765961759694 0.001313785200348232 0.0013096053808704436 0.0011891313989925926
leaf_count=166 489 444 258 378 277 311 196 319 1072
internal_value=0 -0.0045475 0.000630511 -0.00600867 -0.0184993 0.00449782 8.88004e-05 0.00529899 -0.00515004
internal_weight=0 0.00636559 0.00530831 0.00369833 0.002004 0.00624633 0.00506746 0.00375367 0.00249874
internal_count=3910 1846 1357 1099 721 2064 1753 1557 1391
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=9
num_cat=0
split_feature=159 15 15 43 16 42 16 49
split_gain=2.66465e-05 4.1765e-05 3.90197e-05 6.40902e-05 6.68954e-05 9.90628e-05 0.000100674 6.7781e-05
threshold=-0.034019999999999988 -0.26361999999999991 -0.11739999999999999 -0.18906999999999999 0.15100500000000003 0.084100000000000022 -0.19424999999999998 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.014595905463916856 0.020237592034518123 -0.01781182152712614 0.019919911109864134 -0.015125145514786234 -0.01835998765777162 -0.022245066371952667 0.0014988952065484269 0.030663688198491107
leaf_weight=0.0011464544627435473 0.0010666362395939022 0.001161829923108087 0.0015865496117544019 0.0011708893170796664 0.0019119082413462688 0.0012013484131052077 0.0013294691208306556 0.0019891667555681425
leaf_count=520 268 292 194 147 505 928 241 815
internal_value=0 0.00139669 -0.000544771 0.00163834 -0.00217666 0.0032603 0.0100853 0.0189801
internal_weight=0 0.0114178 0.0103512 0.00918933 0.00760278 0.00569087 0.00448953 0.00331864
internal_count=3910 3390 3122 2830 2636 2131 1203 1056
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=13
num_cat=0
split_feature=14 484 157 2 1 4 3 0 1 151 3 15
split_gain=0.000181711 0.000138234 0.000145519 8.67586e-05 9.50223e-05 9.33382e-05 8.70749e-05 0.000218142 0.000152778 0.000191754 0.00013346 6.56838e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 0.086650000000000019 0.12958500000000003 -0.0025899999999999994 0.11818000000000002 -0.14136999999999997 0.077800000000000022 -0.0088999999999999982 -0.115685 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 10 -10 -5 -7
right_child=-2 2 3 6 -6 11 7 -9 9 -11 -12 -13
leaf_value=-0.00064103850466830923 -0.0008178006682036513 0.00073552310932233534 8.8988950367554953e-05 0.0005394399760431099 0.00030075606824296418 -0.00026936208561808748 -0.00079545626523802322 0.00036475529927507984 4.0070738112119061e-05 0.0011191319793401517 -0.00034994752726011928 -0.00097288032522902879
leaf_weight=0.0010460781307388188 0.001002409981355405 0.001252024797075116 0.0011248228524595536 0.0010295528109602883 0.0011163057297433731 0.0010402496287050186 0.0011098581190328027 0.0014204838800224596 0.0011345035332522065 0.0014327903885882932 0.0017534672913269674 0.0010014147592171093
leaf_count=583 159 389 840 50 110 87 76 119 131 265 949 152
internal_value=0 4.54776e-05 9.9009e-05 3.34905e-05 -0.000191143 -0.000364557 0.000155569 -0.000144136 0.00029731 0.000642288 -2.09268e-05 -0.00061443
internal_weight=0 0.0144616 0.0134155 0.0121634 0.00428279 0.00316649 0.00788066 0.00253034 0.00535031 0.00256729 0.00278302 0.00204166
internal_count=3910 3751 3168 2779 1189 1079 1590 195 1395 396 999 239
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=13
num_cat=0
split_feature=484 42 160 160 133 156 2 2 1 16 16 0
split_gain=0.000109032 6.95831e-05 7.66291e-05 9.2194e-05 0.0001204 0.000104597 0.0001254 0.000168686 0.000112633 0.000109342 5.98049e-05 3.46089e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.092169999999999988 0.091575000000000017 -0.0023199999999999996 0.084330000000000016 -0.0098549999999999974 0.10113500000000002 0.10937500000000001 -0.15168999999999996 -0.035699999999999989 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 9 11 -8 -11 -9
right_child=1 2 3 -5 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.00062131105266929421 -0.00042450466172997867 -0.00043646975154044043 -0.0003788427668206474 -0.00037569356585438572 -0.00026295080466780957 -0.00030431301660601735 0.0012220582609819655 -0.00040720274603146047 0.00060796845514298772 0.00016684756177560335 0.00074326266939249398 9.0351053702847849e-05
leaf_weight=0.0010269314181325382 0.0011390551734663202 0.0010154606800802076 0.0012899129217506045 0.0012681086406280103 0.0011622602616154359 0.0011158575388741489 0.0011200299295300946 0.0010860359604547634 0.0011107733907605721 0.0012033572145560291 0.0016286271550513274 0.0010641302245586459
leaf_count=612 215 483 783 197 184 343 55 196 194 415 191 42
internal_value=0 4.0286e-05 8.08096e-05 0.000124404 0.000183228 0.000259618 0.000334752 0.000431063 0.00010096 0.000703443 0.000498334 -0.00016096
internal_weight=0 0.0142036 0.0130646 0.0120491 0.010781 0.00949107 0.00837521 0.00721295 0.00326094 0.00395201 0.00283198 0.00215017
internal_count=3910 3298 3083 2600 2403 1620 1277 1093 432 661 606 238
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=9
num_cat=0
split_feature=52 376 52 1 3 1 13 0
split_gain=3.93107e-05 6.18592e-05 5.64373e-05 4.17331e-05 0.000135443 8.98171e-05 6.88969e-05 5.09662e-05
threshold=-0.27466499999999994 0.048375000000000008 -0.081429999999999989 0.087545000000000026 -0.115685 0.096230000000000024 -0.080649999999999986 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -8
right_child=1 -3 3 5 -6 6 7 -9
leaf_value=-0.019067508163096877 0.014519484516949161 0.02265987006585032 0.013949233088417765 0.02402303593107348 -0.03228355872938253 0.013647670477685668 -0.0034672210840905405 -0.028929498619241135
leaf_weight=0.0010022898964498527 0.0019205602278001043 0.0012423943024506669 0.0010207964386479611 0.0012523448055177279 0.0016708401150128643 0.0012544769065970757 0.0019100173186176387 0.0013359734165428617
leaf_count=425 458 200 133 382 1617 249 150 296
internal_value=0 0.00157408 -0.000953349 -0.00447241 -0.0147499 0.000336239 -0.00625508 -0.0139469
internal_weight=0 0.0116074 0.010365 0.00844445 0.00269164 0.00575281 0.00450047 0.00324599
internal_count=3910 3485 3285 2827 1750 1077 695 446
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=10
num_cat=0
split_feature=16 16 0 0 12 0 12 13 150
split_gain=2.42214e-05 7.70485e-05 4.72489e-05 8.12751e-05 8.97413e-05 4.36151e-05 0.000120978 0.000101627 5.65953e-05
threshold=-0.055679999999999993 -0.0083999999999999995 0.076335000000000014 -0.087899999999999992 0.091475000000000015 -0.15517999999999996 0.084100000000000022 0.076210000000000014 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 8 -7 -8 -1
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.022342457673048322 -0.029220913376304464 0.01607576955930606 0.0159998359094593 -0.03204790445020466 0.0049922737700017518 0.030940179734610208 -0.023389545346069546 0.018754917642362152 0.009562994310561148
leaf_weight=0.0011451308090993807 0.0010455276957107313 0.0012194161621911902 0.0014319650544400708 0.0014334195823555546 0.0012031114302837795 0.0016902639623372229 0.0012612433737632682 0.0010472752153292443 0.0010806149571332309
leaf_count=165 489 260 180 520 397 433 1238 145 83
internal_value=0 -0.00441606 0.000488364 -0.00527206 -0.0151456 0.00436782 0.0106129 -0.00427042 -0.00685214
internal_weight=0 0.00633344 0.00528791 0.00385595 0.00263653 0.00622453 0.00399878 0.00230852 0.00222575
internal_count=3910 1846 1357 1177 917 2064 1816 1383 248
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=9
num_cat=0
split_feature=50 15 12 160 151 13 2 12
split_gain=2.51618e-05 4.62865e-05 5.00013e-05 8.26171e-05 6.04084e-05 5.06397e-05 0.000170678 7.68532e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.036459999999999992 0.090735000000000024 -0.076429999999999984 -0.094679999999999986 0.094010000000000024 1.0000000180025095e-35
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=0.021395193966670761 -0.014223453865535689 -0.016968518690097981 0.026013645667831049 -0.024538282193000596 0.016191831748856862 0.026411394080506259 -0.030495628734136394 -0.005115482539840694
leaf_weight=0.0010471774770375751 0.0011395379140050092 0.0015918195297546156 0.0012440620262540334 0.0010133100769350182 0.0018007576291953313 0.0014890138819434917 0.0015628122981972362 0.0016084505882612682
leaf_count=264 715 293 311 277 209 126 570 1145
internal_value=0 0.00136378 -0.000670748 0.00230492 0.00583512 0.00194977 -0.00355344 0.0100401
internal_weight=0 0.0113574 0.0103102 0.00871841 0.0077051 0.00646103 0.00466028 0.00309746
internal_count=3910 3195 2931 2638 2361 2050 1841 1271
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=12
num_cat=0
split_feature=14 484 157 132 160 42 43 3 2 2 15
split_gain=0.000164535 0.000131389 0.000138702 7.94132e-05 8.92247e-05 9.5183e-05 9.95785e-05 0.000181072 0.000130639 0.000117437 0.000159323
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.080734999999999987 -0.089024999999999979 -0.019509999999999996 -0.075954999999999981 0.087995000000000004 0.10113500000000002 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -8 -10 -11
right_child=-2 2 3 -5 5 6 8 -9 9 10 -12
leaf_value=-0.00063255357498717278 -0.00077075007588903112 0.00070732211686713752 -0.0005565560149723138 0.00052278963860297352 -0.00052788316872024474 -7.5280146223613944e-05 -0.00052241554106857648 0.00089473253241148152 0.00054485117629963923 0.00042536957587919279 -0.00052094738707095473
leaf_weight=0.0010392402470314087 0.0010322250038609466 0.0012716008944586672 0.0010880835253580601 0.0011279261545268674 0.0010374820197025124 0.0015299537326040752 0.0016150198008307547 0.0014327274748450573 0.0016431145994439456 0.0011961958039884433 0.0015975110502719323
leaf_count=583 153 389 405 274 256 385 532 287 270 165 211
internal_value=0 3.93279e-05 9.08985e-05 2.70052e-05 -2.31927e-05 3.45415e-05 9.9271e-05 0.00039381 -4.49206e-05 0.000128889 -0.000115758
internal_weight=0 0.0145789 0.0135396 0.012268 0.0111401 0.010052 0.00901452 0.00296268 0.00605184 0.00443682 0.00279371
internal_count=3910 3757 3174 2785 2511 2106 1850 672 1178 646 376
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=10
num_cat=0
split_feature=132 42 160 474 43 3 2 16 3
split_gain=2.5965e-05 5.02166e-05 8.41516e-05 0.000106393 6.62756e-05 0.000138983 6.80639e-05 5.34545e-05 4.19799e-05
threshold=0.080815000000000012 -0.089024999999999979 -1.0000000180025095e-35 0.059400000000000008 -0.019509999999999996 -0.077894999999999978 0.087995000000000004 -0.072804999999999981 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 8 -8
right_child=-2 2 4 -5 6 -7 7 -9 -10
leaf_value=-0.02219383111007573 0.014594934601392171 -0.035293442902926894 -0.00586990088396026 0.0077681106890536396 -0.016564218628285162 0.041959484780294896 0.030319455210729443 -0.0074816140001065998 0.0031308204510788968
leaf_weight=0.0010614124601259047 0.0011019188639751253 0.0012880569360637206 0.0011561132682194782 0.0010346540353251615 0.0017914274658491014 0.0012803729292247311 0.0011414239198268188 0.0015104064828271231 0.0011302039332113712
leaf_count=370 395 690 483 318 595 346 230 334 149
internal_value=0 -0.00148059 0.000647152 -0.0161116 0.00550683 0.0192644 -0.000507415 0.00709817 0.0167923
internal_weight=0 0.0113941 0.0103327 0.00232271 0.00800995 0.00243649 0.00557346 0.00378203 0.00227163
internal_count=3910 3515 3145 1008 2137 829 1308 713 379
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=12
num_cat=0
split_feature=14 484 474 1 1 48 4 4 4 16 16
split_gain=0.000188415 0.000144827 0.000126647 8.46214e-05 0.000123876 0.000121116 0.000119569 0.000100405 8.7837e-05 7.65012e-05 5.33294e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.11052000000000002 0.099240000000000009 -0.0025899999999999994 0.05309500000000001 -0.49837999999999999 -0.0099649999999999982 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 -10 -6
right_child=-2 2 -4 -5 10 -7 7 -9 9 -11 -12
leaf_value=-0.00066109992167292164 -0.00083456348531268953 -0.00027414545693171756 0.00071692930038567179 0.00044513139967169735 -0.00013670110214021044 0.00070913279455773581 -0.00069423656355887045 1.234167669803728e-05 0.00010896461325493729 0.00073080258772710745 -0.0007544105820348956
leaf_weight=0.0010371985627328764 0.0010020938742158767 0.0010643991497566009 0.001165833602415285 0.0017089184623251706 0.0010761503583053486 0.0010389906929038151 0.0013676205892680553 0.0017789647078987779 0.001752921507483041 0.001343682153001298 0.0010732562328422115
leaf_count=583 147 116 374 270 114 141 242 311 1173 305 134
internal_value=0 4.47318e-05 9.94848e-05 4.05054e-05 -2.53743e-05 8.27235e-05 -6.33919e-06 -0.000294763 0.000211769 0.000378793 -0.00044514
internal_weight=0 0.0144079 0.0133707 0.0122049 0.010496 0.00834658 0.00730759 0.00314659 0.004161 0.0030966 0.00214941
internal_count=3910 3763 3180 2806 2536 2288 2147 553 1594 1478 248
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=12
num_cat=0
split_feature=484 42 156 42 47 160 12 12 0 15 1
split_gain=0.000153086 8.76759e-05 0.000104633 0.000130433 0.000143292 9.97378e-05 0.000120031 7.33579e-05 6.58601e-05 7.47875e-05 6.34249e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 0.10138000000000001 0.10783500000000001 0.091575000000000017 -0.0089849999999999982 0.099370000000000014 -0.072559999999999986 1.0000000180025095e-35 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00072183528990106755 -0.00047271186813661382 -0.00030155173999764611 -0.0005140566385689302 -0.00048526149960136783 0.0008122797593295457 -0.00045906477150580208 0.00071800996532826028 -0.00011160092974835546 0.00071282983288146605 -0.00019314461760583317 0.00015905235305913677
leaf_weight=0.0010673084639565714 0.0011470062203504773 0.0015630657881522403 0.0010118714839192399 0.001156293819340925 0.0013236472544910513 0.0010083649328144354 0.001416267725698697 0.0013722276106154637 0.0017351123180161191 0.0010547164047245809 0.0017385795320649482
leaf_count=612 215 297 326 393 145 170 377 246 204 759 166
internal_value=0 4.75564e-05 9.21561e-05 0.000141752 0.000206415 0.000125315 0.000191674 0.000297039 0.000391366 0.000258865 0.000409978
internal_weight=0 0.0145272 0.0133801 0.0123683 0.011212 0.00988833 0.00887997 0.0073169 0.00594468 0.00420956 0.00315485
internal_count=3910 3298 3083 2757 2364 2219 2049 1752 1506 1302 543
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=9
num_cat=0
split_feature=1 376 457 43 43 2 3 16
split_gain=2.64321e-05 5.22393e-05 4.40515e-05 6.18756e-05 6.5096e-05 6.14163e-05 5.47688e-05 3.37208e-05
threshold=0.13662500000000002 0.048375000000000008 0.069705000000000003 -0.069974999999999996 -0.093039999999999984 0.087995000000000004 0.090325000000000003 -0.074204999999999979
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=-0.0085051411118412922 0.014350586691611406 0.01984893790817701 0.01170513366976921 -0.028073860662564617 0.019574937445929166 0.010470890364588814 -0.02668839997592239 -0.0023647067581989614
leaf_weight=0.0018114505901060387 0.0011541045786631959 0.0010385012382492188 0.0015776000837790802 0.0018085563590387824 0.0015169227897948263 0.0013472743102390244 0.0011814824040201621 0.0011011552755222781
leaf_count=505 225 173 264 961 841 725 106 110
internal_value=0 -0.00153173 -0.00367818 -0.00644642 0.00429249 -0.0130187 -0.00551766 -0.0149545
internal_weight=0 0.0113829 0.0103444 0.00876684 0.00332837 0.00543847 0.00362991 0.00228264
internal_count=3910 3685 3512 3248 1346 1902 941 216
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=9
num_cat=0
split_feature=4 42 43 15 1 0 1 15
split_gain=2.68565e-05 3.45104e-05 6.81083e-05 6.16363e-05 0.000130855 0.000119083 0.000190972 3.13756e-05
threshold=0.27020000000000005 0.092635000000000009 0.0050750000000000005 -0.074174999999999977 0.10004000000000002 -0.017269999999999997 0.10915500000000002 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -2
right_child=7 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.0094011440602781281 -0.0021965586059809277 -0.016450357351680187 0.018049817029716645 -0.0030211671860345389 0.035965524933406365 0.014623433015925925 -0.055128805570885502 0.020719295374250251
leaf_weight=0.0017147630766563265 0.0011738511620933085 0.0014757638066543949 0.0016976561718717179 0.0018762530472625043 0.001010446783479382 0.001208420994853166 0.0011251101597730684 0.0012168223025538268
leaf_count=571 211 680 360 1306 182 239 100 261
internal_value=0 -0.00231858 9.72711e-05 -0.00429743 0.0074198 -0.0118826 -0.0225546 0.00946732
internal_weight=0 0.0101084 0.00863265 0.00693499 0.00272521 0.00420978 0.00300136 0.00239067
internal_count=3910 3438 2758 2398 753 1645 1406 472
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=12
num_cat=0
split_feature=484 41 474 160 42 48 160 1 12 12 47
split_gain=0.000103365 6.46381e-05 8.95329e-05 7.84276e-05 0.000120768 0.000100749 9.97426e-05 0.000101263 0.000125611 0.000164964 0.000100077
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 0.10113500000000002 0.095775000000000013 0.082640000000000005 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -7 -9
right_child=1 -3 -4 4 5 6 -8 10 -10 -11 -12
leaf_value=-0.00059948090043992987 -0.00040734506893170316 -0.00043209137838354591 0.00062465907187952475 -0.00041933334329493749 -0.00036551050362391274 -5.8912672279249808e-06 -0.00027162476086850501 0.0011240183183341584 -0.00042973933121336191 0.00087310946048806039 0.00030058613445389185
leaf_weight=0.0010414067739054665 0.0013944304334598664 0.0010302998266467868 0.0010586328200743742 0.0015447486869611038 0.0011604469586920562 0.0020038990757283897 0.0011828465013297568 0.0010554437500854999 0.0010226279467531879 0.0013904225237416842 0.0012273571611501606
leaf_count=612 530 183 308 807 131 131 134 326 184 452 112
internal_value=0 4.07118e-05 7.80659e-05 2.97743e-05 8.73436e-05 0.000173895 0.000253304 0.000345981 0.000172681 0.000354176 0.000681297
internal_weight=0 0.0140712 0.0130409 0.0119822 0.0105878 0.00904304 0.0078826 0.00669975 0.00441695 0.00339432 0.0022828
internal_count=3910 3298 3115 2807 2277 1470 1339 1205 767 583 438
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=12
num_cat=0
split_feature=484 15 16 1 15 15 16 4 12 2 3
split_gain=0.000103137 6.06083e-05 0.000100767 9.03794e-05 0.000124709 0.000143966 0.000112155 5.75771e-05 8.3613e-05 0.000148931 0.000134556
threshold=-0.0043499999999999988 1.0000000180025095e-35 -0.15168999999999996 1.0000000180025095e-35 -0.017214999999999998 -0.052074999999999989 0.20277000000000003 -0.00072999999999999985 0.10297500000000001 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 7 -2 -5 9 -9 -11
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00060161247072167178 -0.00050438334021473438 0.00017290390999141815 -0.00056969768495008046 0.00059705496543873554 0.00075805677862675824 -0.00058454505849928973 0.0002538642470028803 -0.00063996858306534198 0.00060177112780132993 0.00066789745427077484 -0.00024961117222915559
leaf_weight=0.0010477465776488346 0.0017840108855121501 0.0013249011957310042 0.0014955649412814439 0.001227875324259887 0.0013297565071859006 0.0010026823298999732 0.0012939781215501336 0.0010620513868095328 0.0010607381422841344 0.0013121019450901979 0.0011558974300894137
leaf_count=612 584 103 1250 222 268 129 194 211 70 161 106
internal_value=0 3.61025e-05 -0.000220864 0.000100646 0.000208744 0.000101661 -0.000185618 0.000219909 0.000119035 -2.60208e-05 0.000238179
internal_weight=0 0.0140496 0.00282047 0.0112291 0.0081511 0.00682135 0.00307799 0.00581866 0.00459079 0.00353005 0.002468
internal_count=3910 3298 1353 1945 1167 899 778 770 548 478 267
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=11
num_cat=0
split_feature=14 484 474 1 2 12 12 3 1 43
split_gain=0.000125078 0.000122272 9.79492e-05 9.5629e-05 0.000112883 0.000130657 0.000135793 0.000113935 0.000160695 5.99722e-05
threshold=0.020750000000000005 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 0.086650000000000019 0.098845000000000016 0.085185000000000025 0.11476000000000001 0.086430000000000021 -0.073139999999999983
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=-0.00061375385126258178 -0.00067744840551509382 -6.6592068419905011e-05 0.00064603557251215237 0.00047307511577475474 -0.00033870368089817062 -0.00052063730077233229 0.00064345122161941148 -0.00053201416126655407 0.00060000351649198882 -0.00060978529269667837
leaf_weight=0.0010216478068599119 0.0010035414893433967 0.0015353805483800899 0.0011163486768422997 0.0016705449638865491 0.0011901514396086025 0.0010849143489175869 0.0019491497796434868 0.0010795739618312261 0.0017063904176852079 0.0015914216392438349
leaf_count=583 153 345 370 270 158 301 684 99 210 737
internal_value=0 3.92601e-05 9.08817e-05 3.83944e-05 -3.32398e-05 0.00010495 0.000219495 1.16654e-05 0.000214301 -0.000343056
internal_weight=0 0.0139455 0.0129239 0.0118075 0.010137 0.00701018 0.00592527 0.00397612 0.00289654 0.0031268
internal_count=3910 3757 3174 2804 2534 1452 1151 467 368 1082
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=13
num_cat=0
split_feature=14 484 157 132 160 42 160 3 3 43 2 2
split_gain=0.00013323 0.00010505 9.19297e-05 6.75335e-05 8.03522e-05 0.00011552 8.53318e-05 0.00010237 0.000105764 9.70196e-05 6.53386e-05 0.000114295
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.080734999999999987 -0.089024999999999979 0.091575000000000017 -0.14539499999999997 -0.08348499999999999 -0.019509999999999996 0.087995000000000004 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -9 -10 -11 -12
right_child=-2 2 3 -5 5 6 -8 8 9 10 11 -13
leaf_value=-0.00056784209716000122 -0.00069996695679022821 0.00059538564746367949 -0.00052717197499459634 0.00049723802500265858 -0.00059140248617504823 -0.00039497875169980433 -0.00039209495534663725 0.00083289755991386037 0.00057208366729088924 -0.00038009642068342078 0.00068512686029344432 -0.00013674230065027751
leaf_weight=0.0010358609796670424 0.001020465118122797 0.0012114021810559284 0.0010726516062396106 0.0010763438824744004 0.00100674434788802 0.0010204243274768527 0.0011361204008108056 0.0010824269903694618 0.0015972298503228385 0.0012100428192316679 0.0010283454719013539 0.0017707761793401655
leaf_count=583 153 389 405 274 256 114 167 365 395 359 184 266
internal_value=0 3.34525e-05 8.0594e-05 2.86305e-05 -1.75383e-05 3.79482e-05 0.000109578 0.000183511 0.000271763 0.000163425 6.17124e-07 0.000165197
internal_weight=0 0.0142484 0.0132125 0.0120011 0.0109248 0.00985211 0.00884537 0.00770925 0.00668882 0.00560639 0.00400916 0.00279912
internal_count=3910 3757 3174 2785 2511 2106 1850 1683 1569 1204 809 450
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=10
num_cat=0
split_feature=4 0 1 4 1 48 2 12 0
split_gain=3.03922e-05 3.90919e-05 6.10788e-05 5.14333e-05 8.67184e-05 7.08833e-05 5.57464e-05 8.93323e-05 1.51673e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 0.0057500000000000008 0.097480000000000011 0.085875000000000021 0.11542500000000001 0.10333000000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 -6
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.016707662631868323 -0.016819841270275821 0.017375662368634862 0.0038588530742980987 0.035252231639880914 -0.0076030690290374821 -0.028820649200849438 0.020427521545328502 0.018902455861755325 -0.024659508833039689
leaf_weight=0.0010123414180558269 0.0019208335419471966 0.0013469602353179269 0.0018572811519587213 0.0010024548416433729 0.0010019287444883384 0.0010328351133128272 0.001266197258387316 0.0010839362457148449 0.0010869478159332561
leaf_count=176 1899 164 744 117 73 224 276 68 169
internal_value=0 0.00135938 -0.000744835 0.00296123 0.00868732 -0.00781976 0.00268821 -0.00439114 -0.0164784
internal_weight=0 0.0115994 0.0102524 0.00833158 0.00544146 0.00289012 0.00443901 0.00317281 0.00208888
internal_count=3910 3734 3570 1671 703 968 586 310 242
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=10
num_cat=0
split_feature=1 376 457 43 4 4 2 3 16
split_gain=3.2725e-05 4.63491e-05 4.01672e-05 5.69411e-05 5.47698e-05 5.77947e-05 5.17059e-05 3.86556e-05 3.15937e-05
threshold=0.13662500000000002 0.048375000000000008 0.069705000000000003 -0.069974999999999996 0.074650000000000008 -0.076854999999999993 0.087995000000000004 0.090325000000000003 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -8 -9
right_child=-2 -3 -4 6 -6 -7 7 8 -10
leaf_value=0.010315080109581057 0.016106159584301817 0.018442317279863667 0.010948585637930983 -0.026433464832962945 0.020420774191212715 -0.023028984661241193 0.0076464659372220377 -0.025028180281549513 -0.0015816547524448964
leaf_weight=0.0010615366120428939 0.0011359385525223755 0.0010394760197246162 0.0015851844491389594 0.0018131009554083971 0.0012577852264914792 0.001018618792735914 0.0013516530545178975 0.0011853635428911158 0.0011155686337408072
leaf_count=312 225 173 264 961 176 858 725 106 110
internal_value=0 -0.00169056 -0.003705 -0.00634353 0.00394765 -0.00601297 -0.0126284 -0.00577579 -0.0136605
internal_weight=0 0.0114283 0.0103888 0.00880363 0.00333794 0.00208016 0.00546569 0.00365259 0.00230093
internal_count=3910 3685 3512 3248 1346 1170 1902 941 216
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=11
num_cat=0
split_feature=4 484 160 42 160 43 3 49 3 4
split_gain=2.88962e-05 3.18013e-05 8.42958e-05 6.63454e-05 6.63291e-05 7.77943e-05 5.49084e-05 5.19777e-05 9.65973e-05 4.66297e-05
threshold=-0.49837999999999999 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 -0.078884999999999997 -0.029304999999999998 -0.046444999999999993 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9 -10
right_child=1 -3 3 4 -6 7 -8 8 9 -11
leaf_value=-0.016302594314315574 -0.022548843571602865 0.016692276698675623 -0.018633691319092982 0.010442912208108533 -0.016711440616103006 0.018743179621968583 0.043204369166803216 -0.029223891959856019 -0.0068347932242557464 0.023245832733234037
leaf_weight=0.0010089400406707869 0.0014788447274332586 0.0012086922616157221 0.001197643389496651 0.001038422702772851 0.0010458808402428275 0.001446749112136539 0.0010083338013983914 0.0010303235050820488 0.0010259452380875177 0.0010354341311187797
leaf_count=176 783 409 863 227 267 143 194 609 102 137
internal_value=0 0.00134657 -0.000452902 0.00324825 0.00668246 0.0103979 0.0265828 0.00309886 -0.00422183 0.00827475
internal_weight=0 0.0115163 0.0103076 0.00882873 0.00763109 0.00658521 0.00204676 0.00453845 0.0030917 0.00206138
internal_count=3910 3734 3325 2542 1679 1412 421 991 848 239
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=11
num_cat=0
split_feature=14 484 157 42 47 1 3 2 2 16
split_gain=0.000138845 0.000130126 0.000131955 7.69137e-05 0.000114841 0.00011944 0.00011985 0.000117946 0.000209223 0.000151271
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10561500000000001 0.11097000000000001 -0.115685 0.10571000000000001 0.096540000000000015 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00062634340542054871 -0.00071219227674674439 0.00070490073466121885 0.00065430420672128004 -0.00047029414800546542 0.00051397465442309595 -0.0004472622339036075 0.00022470773969592904 -0.00052115042292314145 0.00081242092722506702 -0.00066584270633582895
leaf_weight=0.0010385529686397785 0.0010062941238776013 0.0012341180336483864 0.0012553858546616829 0.0010697572413984812 0.0019322020608521706 0.0019140020333800077 0.001811969654806455 0.001349857623059671 0.0012673912999854198 0.0012318945218863628
leaf_count=583 159 389 158 380 170 312 1030 235 205 289
internal_value=0 4.16783e-05 9.47737e-05 3.11379e-05 8.09776e-05 -1.37664e-05 0.000106195 -1.53518e-05 0.000143014 -0.000135711
internal_weight=0 0.0141051 0.0130666 0.0118325 0.0107627 0.0088305 0.0069165 0.00566111 0.00431126 0.00304386
internal_count=3910 3751 3168 2779 2399 2229 1917 1759 1524 1319
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=12
num_cat=0
split_feature=484 14 157 42 47 42 43 2 3 0 15
split_gain=9.41683e-05 8.20935e-05 0.000111588 8.26059e-05 0.00010876 0.000144453 0.000119907 9.01122e-05 9.83008e-05 0.000170671 0.000126516
threshold=-0.0043499999999999988 0.020750000000000005 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 -0.083684999999999996 0.087995000000000004 0.11818000000000002 -0.14136999999999997 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 10 -10 -9
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.00057060578406515933 0.00064411191852994096 -0.00050280218754556025 -0.00065197681670240077 -0.00048595979194987883 0.00051833610061192753 0.00059682605809944947 -0.00039731715456481283 0.00076101149743301104 -0.00079250233573430195 0.00030672907590798129 -9.4559685974505213e-05
leaf_weight=0.0010469027726038799 0.0012205618098500562 0.0010026407937174251 0.0011812976231529897 0.0011168837086236024 0.0017749413501745451 0.0014319799648777002 0.0018437977627987984 0.0014325029044123061 0.0010013847354982675 0.0011864876624195181 0.0012394364064494568
leaf_count=612 389 124 867 381 158 259 511 210 58 97 244
internal_value=0 3.84202e-05 7.88283e-05 2.23143e-05 7.34946e-05 -1.12513e-05 8.17828e-05 -2.82372e-05 0.000111791 -0.000196387 0.000364136
internal_weight=0 0.0144319 0.0134293 0.0122087 0.0110918 0.00931689 0.00813559 0.00670361 0.00485981 0.00218787 0.00267194
internal_count=3910 3298 3174 2785 2404 2246 1379 1120 609 155 454
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=12
num_cat=0
split_feature=14 484 157 42 47 42 43 1 1 2 2
split_gain=0.000117255 9.41809e-05 9.78838e-05 8.43003e-05 0.000114424 0.000129814 0.00016753 8.08505e-05 0.000137642 7.95541e-05 0.000103423
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 -0.083684999999999996 0.11097000000000001 0.099595000000000017 0.087995000000000004 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8 -11
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00053235229223801866 -0.00065637573865123919 0.00060794639047008362 -0.00061930085093673452 -0.00049044219293566734 0.00053350671522234944 0.00068630082576929348 -0.00051494913974896642 -0.00044821825063283736 0.00068690506403915551 0.00040167580057716846 -0.00036460978812128769
leaf_weight=0.0010488461428585722 0.0010142961700507882 0.001217160734104058 0.0011765807886048351 0.0011097338803495874 0.0017685469339467083 0.0014312662564671319 0.0012386604021449696 0.0015330183308045215 0.0010797309951185996 0.0016247929713973292 0.0011610690550521129
leaf_count=583 153 389 867 381 158 259 403 230 155 225 107
internal_value=0 3.33931e-05 7.78725e-05 2.46544e-05 7.65554e-05 -1.08573e-05 7.7868e-05 -5.33349e-05 6.52649e-05 -0.000101514 8.23095e-05
internal_weight=0 0.0143894 0.0133406 0.0121234 0.0110137 0.00924512 0.00806854 0.00663727 0.00510425 0.00402452 0.00278586
internal_count=3910 3757 3174 2785 2404 2246 1379 1120 890 735 332
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=10
num_cat=0
split_feature=1 376 12 42 12 51 16 13 49
split_gain=2.93848e-05 3.9384e-05 3.5991e-05 4.95444e-05 9.47743e-05 9.84729e-05 8.821e-05 9.09211e-05 7.89621e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.091955000000000023 0.10058500000000002 -0.070084999999999981 -1.0000000180025095e-35 -0.083924999999999986 -0.045004999999999996
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=-0.020108649795672173 0.015201443774660338 0.016860198751033267 -0.022891596569298765 -0.018571091877098551 -0.026048897749654881 0.026990423036320901 0.031213576140598134 0.01378999074177617 -0.019159227665733868
leaf_weight=0.0011554801133537894 0.0011437777376784837 0.0010491079953300958 0.0010003268764578049 0.0014210369712418644 0.0010622997368550631 0.0011833051358273007 0.0015820129813377114 0.0012280701522331039 0.0017837545857822929
leaf_count=258 225 173 415 661 311 542 362 102 861
internal_value=0 -0.00160745 -0.00346748 -0.00139114 0.00172289 0.00607584 0.0110916 0.0035035 -0.0057242
internal_weight=0 0.0114654 0.0104163 0.00926081 0.00783977 0.00677747 0.00577714 0.00419513 0.00301182
internal_count=3910 3685 3512 3254 2593 2282 1867 1505 963
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=12
num_cat=0
split_feature=484 14 157 42 47 42 1 3 49 1 2
split_gain=0.000188812 0.000104716 0.000133464 9.83641e-05 0.000136796 0.000155137 0.000154551 0.000150331 9.85945e-05 0.000141227 0.000108214
threshold=-0.0043499999999999988 0.020750000000000005 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 0.11097000000000001 -0.115685 -0.069934999999999983 0.094890000000000016 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 10 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00076593646820799976 0.00069390918912837077 -0.00055887483702399688 -0.00065916031929607417 -0.00051749290555284781 0.00057257354519969382 0.00087401166043079713 -0.0004337173475881382 -0.00034613199254505299 -0.00028298286910072247 0.00087356473949972238 0.00045888503738438662
leaf_weight=0.0011699760924515244 0.0013013471182657848 0.0010066213277393739 0.0012199405429315644 0.0011303695270455305 0.0018796156227753802 0.0011349855912055097 0.0017300788187512963 0.0014625463619229624 0.0017568257976168442 0.0010341431972335181 0.0013268842440882292
leaf_count=612 389 124 867 381 158 124 272 165 582 135 101
internal_value=0 5.19298e-05 9.59207e-05 3.45269e-05 8.8575e-05 -5.54744e-06 8.88664e-05 0.000223499 9.11929e-05 0.000246518 3.62342e-05
internal_weight=0 0.0149834 0.0139767 0.0126754 0.011545 0.0096654 0.00844546 0.00671539 0.0055804 0.00411785 0.00308371
internal_count=3910 3298 3174 2785 2404 2246 1379 1107 983 818 683
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=12
num_cat=0
split_feature=484 42 47 42 16 16 1 1 48 1 13
split_gain=0.000143396 8.24812e-05 0.000106533 0.00010107 0.00014472 0.000131445 9.74503e-05 0.00014782 0.000103939 0.000139294 6.76188e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 0.26538000000000006 -0.00083999999999999993 0.11215000000000001 0.10113500000000002 0.085875000000000021 0.083370000000000014 -0.034809999999999987
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 -7
right_child=1 -3 -4 4 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.00068632563308704253 -0.00046849437992555132 -0.00045623417697161008 0.00052782745727598457 -0.00020164074323189996 -0.00059134024272088981 0.00015704325979675531 -0.00042497873998264966 0.00077346566302777297 -0.000519341717272225 0.00069059171411001662 0.00081182136793323022
leaf_weight=0.0011071582306429488 0.0014302806591439008 0.0011583700466456714 0.0018363875967069175 0.0015791219005419589 0.0010761379177625921 0.0010125213776384506 0.0014555362740833605 0.0011363586594199653 0.0011695773604100644 0.0011720068679587706 0.0015116670186933944
leaf_count=612 952 422 171 502 243 199 216 137 122 207 127
internal_value=0 4.57075e-05 8.91643e-05 1.93782e-05 8.83784e-05 0.000169322 2.20979e-05 0.000150777 -2.97006e-05 0.000178459 0.000549172
internal_weight=0 0.014538 0.0133796 0.0115432 0.0101129 0.00903679 0.0065126 0.00505706 0.00392071 0.00275113 0.00252419
internal_count=3910 3298 2876 2705 1753 1510 1184 968 831 709 326
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=13
num_cat=0
split_feature=14 484 157 3 2 160 151 49 16 0 0 15
split_gain=0.000123861 0.000107956 0.000129046 7.8471e-05 0.000123524 7.5655e-05 8.2555e-05 0.000124029 0.000157477 0.000111083 0.000130332 1.72421e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.106035 0.091575000000000017 -0.079059999999999978 -0.0019649999999999997 -0.12467499999999999 -0.075584999999999986 -0.032484999999999993 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 11 -10 -11 -9
right_child=-2 2 3 5 -6 -7 7 8 9 10 -12 -13
leaf_value=-0.00055562522065568342 -0.00067578159414513259 0.00068520109824361255 -7.6889429258680496e-05 0.00046403766857613368 0.00083338631146476628 -0.00054558501644374102 -0.00056813075759379068 0.0003165986137310809 -0.00060497973078223373 0.00053212623263393323 -0.00031957081500195501 0.00067591958727023318
leaf_weight=0.0010942357842074939 0.0010002658886404661 0.0012491475658868859 0.0012185525970482827 0.0013070117798145266 0.0010821199854648689 0.0010597298746036271 0.0015343913670150568 0.0010110102414507562 0.0014397317172974112 0.0012613336076439836 0.0015271144623190663 0.0010432346570350358
leaf_count=583 153 389 115 251 117 200 185 173 1106 405 114 119
internal_value=0 3.70959e-05 8.43222e-05 2.41994e-05 0.000351258 -4.96898e-05 7.9083e-06 -6.83589e-05 5.37032e-05 -0.00016268 6.5688e-05 0.000499077
internal_weight=0 0.0148276 0.0137334 0.0124842 0.00230067 0.0101836 0.00912383 0.00781682 0.00628242 0.00422818 0.00278845 0.00205424
internal_count=3910 3757 3174 2785 232 2553 2353 2102 1917 1625 519 292
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=13
num_cat=0
split_feature=14 484 157 132 42 160 43 4 151 4 2 2
split_gain=0.000128656 0.000116646 0.0001276 8.22669e-05 8.57908e-05 0.000132792 0.000131987 0.000115608 9.99566e-05 0.000164034 7.77589e-05 0.000184659
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.10770999999999999 -1.0000000180025095e-35 -0.044024999999999988 0.074650000000000008 -0.0088999999999999982 0.25367000000000006 0.10113500000000002 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -8 10 11 -10
right_child=-2 2 3 -5 5 6 8 -9 9 -11 -12 -13
leaf_value=-0.0006047177425940409 -0.00069480084291299426 0.00068241714721401045 -0.00057866994585359724 0.0005380669532094116 -0.00064616580720700456 0.00015186452311061302 -0.00054362941012702122 0.00096895725007586898 -0.00045648779957795988 0.00076114846034791583 -0.00043281685553286052 0.0007292789165396316
leaf_weight=0.0010348864806231364 0.0010097135327628648 0.0012223028948015234 0.001005619512971445 0.0010646010114662022 0.0010258517807320471 0.0018743009934206693 0.0013187073834775229 0.0010324606399210361 0.0010109462082641845 0.0010250866553018359 0.0017057901443429252 0.0010087803503671818
leaf_count=583 153 389 167 274 442 463 156 127 529 136 227 264
internal_value=0 2.93558e-05 7.87143e-05 1.75895e-05 -3.27488e-05 2.21395e-05 9.85184e-05 0.00044209 -6.60276e-05 6.65486e-05 -0.000124573 0.00013576
internal_weight=0 0.0143293 0.0132944 0.0120721 0.0110075 0.0100019 0.00897607 0.00290676 0.00606931 0.0047506 0.00372552 0.00201973
internal_count=3910 3757 3174 2785 2511 2344 1902 590 1312 1156 1020 793
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=10
num_cat=0
split_feature=52 1 52 42 3 3 4 43 43
split_gain=3.53715e-05 5.01837e-05 0.000115057 6.88402e-05 6.05644e-05 0.000103253 4.78132e-05 7.91462e-05 6.78331e-05
threshold=-0.27466499999999994 0.10113500000000002 -0.062489999999999997 0.087065000000000017 -0.115685 0.090325000000000003 0.0057500000000000008 0.0033500000000000005 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 7 8 -2
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-0.018093504033353348 0.0043667663424804418 0.036547997730019016 -0.02036600052631889 -0.02591748455098964 0.030942906379702262 -0.007754516014630803 0.016162305323656635 0.016609186761349259 -0.02677277556558106
leaf_weight=0.0010069163470940714 0.0011876106283159678 0.0011645338926590471 0.0010092777850852497 0.0012003518266372496 0.0011701954759463773 0.0016785407871724195 0.0014413943831601992 0.0011963752328538399 0.0017022158459070636
leaf_count=425 488 259 95 939 260 235 273 205 731
internal_value=0 0.00143563 0.0089993 -0.0042108 0.000683778 0.0081415 0.00050294 -0.00502085 -0.0139756
internal_weight=0 0.0117505 0.00502255 0.00672795 0.00385801 0.00284874 0.0055276 0.0040862 0.00288983
internal_count=3910 3485 849 2636 590 495 1697 1424 1219
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=13
num_cat=0
split_feature=484 41 123 150 2 3 12 12 1 3 3 1
split_gain=0.00013465 6.07975e-05 0.000121062 0.000147557 0.000117421 0.000210254 9.39388e-05 0.000108581 0.00015544 0.000117157 8.32697e-05 6.58482e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084845000000000018 0.11315500000000002 0.084235000000000018 1.0000000180025095e-35 0.098845000000000016 0.085185000000000025 0.083370000000000014 0.092005000000000017 -0.084014999999999992 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 7 8 -6 -10 -2 -11
right_child=1 -3 -4 -5 6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.00066711992626245138 0.00061371591622994567 -0.00040865783059111172 -0.00052710637148516441 -0.00051080258929633556 -0.00065147518312569732 0.0012249828442406996 -0.00048737330396334666 0.00055634522954418268 0.00076060703981191467 -0.0004105513547525722 -9.9202348146282965e-05 0.00025538735570889413
leaf_weight=0.0011034010812285252 0.0010691361429221724 0.0010582467342858575 0.0011544881471749991 0.0012153534833048351 0.0010970277569849378 0.0010736151859640532 0.0010184876413336166 0.0018302146312727929 0.001000585765474904 0.0010333877184494078 0.0015331910327710018 0.0012754628596133057
leaf_count=612 278 183 240 124 258 71 356 935 126 110 482 135
internal_value=0 4.36722e-05 7.96603e-05 0.000137332 0.000209393 0.000494896 6.4739e-05 0.000154902 -1.18361e-05 0.000200194 0.000193692 -4.26713e-05
internal_weight=0 0.0143592 0.013301 0.0121465 0.0109311 0.00367594 0.00725517 0.00623668 0.00440646 0.00330944 0.00260233 0.00230885
internal_count=3910 3298 3115 2875 2751 831 1920 1564 629 371 760 245
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=13
num_cat=0
split_feature=14 484 474 1 4 16 15 4 3 0 16 49
split_gain=0.000181574 0.000117366 0.0001276 0.000112066 8.81705e-05 0.000119292 0.000112857 7.46357e-05 7.08092e-05 8.05183e-05 6.77903e-05 7.44589e-05
threshold=0.026890000000000004 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.14487999999999998 -0.49837999999999999 -0.100615 -0.083934999999999996 -0.30307999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 -9 -10 -8 -12
right_child=-2 2 -4 -5 5 -7 10 8 9 -11 11 -13
leaf_value=-0.00059458013474609963 -0.00081914242004011632 -0.00029409101183233444 0.00071433227285254744 0.00049433679137817778 0.00046747534218496409 -0.0007847461761537678 -0.00060791408092120049 0.00067421258762004397 0.00049542130502392345 -0.00020749866501503395 -0.00040673912586836622 0.00034575765374102288
leaf_weight=0.0010244102557729591 0.0010001360794817575 0.0011214960032915259 0.0011640294982202789 0.0017467052384167606 0.0011296738185778499 0.0011156635088148594 0.0012606061848237345 0.0012042917668575407 0.0011063257227134997 0.0014446733498279865 0.0010059879672552619 0.0010162770018400354
leaf_count=583 150 130 373 270 155 229 209 173 533 906 58 141
internal_value=0 4.49633e-05 9.41648e-05 3.47581e-05 -4.23922e-05 -0.000211922 -6.70893e-05 0.000149782 0.000282343 9.7346e-05 -0.000251039 -2.85764e-05
internal_weight=0 0.0143401 0.0133157 0.0121517 0.010405 0.00552821 0.00441254 0.00487679 0.00375529 0.002551 0.00328287 0.00202226
internal_count=3910 3760 3177 2804 2534 792 563 1742 1612 1439 408 199
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=10
num_cat=0
split_feature=52 1 52 42 3 3 151 4 52
split_gain=2.96213e-05 4.14347e-05 9.59319e-05 5.64158e-05 4.99815e-05 8.49208e-05 4.19755e-05 5.37756e-05 5.80519e-05
threshold=-0.27466499999999994 0.10113500000000002 -0.062489999999999997 0.087065000000000017 -0.115685 0.090325000000000003 -0.0074049999999999993 -0.017449999999999997 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 -2 8 -8
right_child=1 2 4 -5 5 -7 7 -9 -10
leaf_value=-0.016534802704754811 0.015835540139548493 0.033423828855678343 -0.018472186622543199 -0.023460126898341191 0.028112768462741675 -0.0069547260355193406 0.01695621751099775 -0.020805308051993449 -0.011662288288541153
leaf_weight=0.0010108621567524586 0.0013422220576462772 0.0011581771463954798 0.0010125784855228104 0.0012017331752056399 0.0011682492265218253 0.0016888809302931145 0.001491435577320956 0.0013630210947766707 0.0013507243835046631
leaf_count=425 292 259 95 939 260 235 435 497 473
internal_value=0 0.00130285 0.00817504 -0.00381671 0.000618258 0.00738399 0.000438639 -0.00447579 0.00335539
internal_weight=0 0.011777 0.00502789 0.00674914 0.00386971 0.00285713 0.0055474 0.00420518 0.00284216
internal_count=3910 3485 849 2636 590 495 1697 1405 908
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=11
num_cat=0
split_feature=4 42 15 3 15 49 15 3 3 15
split_gain=2.92373e-05 3.5313e-05 0.000102049 5.6339e-05 7.07637e-05 0.000137015 0.000110081 5.7123e-05 5.03547e-05 3.17339e-05
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.10315499999999998 -0.017214999999999998 -0.047309999999999998 -0.10071499999999999 0.10666500000000002 -0.078669999999999976 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -3 -2
right_child=9 8 -4 4 7 6 -8 -9 -10 -11
leaf_value=0.024209485203790768 -0.00081814373434520868 -0.029907200824551158 -0.025806473127274323 0.021720827806719561 -0.001539877524657062 -0.00047165733480430115 -0.044868958168812811 0.029878418688358374 -0.00056453037865011489 0.023156258817697763
leaf_weight=0.0013124572726834613 0.0011867738555883986 0.0010126818574723371 0.0012202636089780131 0.0010393286450872258 0.0011290552963598502 0.0011397054352303233 0.0010950713139702844 0.0011871601192462444 0.0013843162488470328 0.001032415241134853
leaf_count=218 209 652 799 166 302 256 424 65 602 217
internal_value=0 -0.00229563 0.000851638 0.00556422 0.00118682 -0.00827621 -0.0222269 0.0145634 -0.0129612 0.0103353
internal_weight=0 0.01052 0.00812304 0.00690278 0.00559032 0.00327411 0.00223478 0.00231622 0.002397 0.00221919
internal_count=3910 3484 2230 1431 1213 846 680 367 1254 426
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=9
num_cat=0
split_feature=1 160 52 52 15 1 3 0
split_gain=3.32019e-05 3.77824e-05 7.38671e-05 6.78845e-05 8.73901e-05 6.49082e-05 5.51121e-05 2.54891e-05
threshold=0.12864500000000004 0.084835000000000008 -0.087604999999999988 0.11588000000000002 -0.0071449999999999994 0.11026000000000001 -0.10140999999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8
right_child=-2 -3 3 -5 6 -7 7 -9
leaf_value=-0.025908522344883025 0.011835051464175919 0.01039181810051436 0.0035496116727507885 -0.023232505823111836 -0.0044394410731117854 -0.026384132222527168 0.035090584819300379 0.013463637552106148
leaf_weight=0.0014248985787606548 0.0019718590052364626 0.0019274223227820223 0.0016880994245932115 0.0011598926949475718 0.0010422158786243074 0.0012689171750532285 0.0010163510336622919 0.0011749646206432854
leaf_count=585 331 468 637 531 145 161 444 608
internal_value=0 -0.00228588 -0.00507042 -0.0010309 0.0031289 -0.00929558 0.0144909 0.0234944
internal_weight=0 0.0107028 0.00877534 0.00735044 0.00619055 0.00295702 0.00323353 0.00219132
internal_count=3910 3579 3111 2526 1995 798 1197 1052
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=13
num_cat=0
split_feature=484 15 11 457 3 16 0 3 1 12 43 2
split_gain=0.000134683 5.73085e-05 6.1065e-05 8.091e-05 0.000112422 0.000132061 9.89643e-05 0.000101231 0.000111823 0.000132191 7.93931e-05 6.56668e-05
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 0.090150000000000022 -0.12008499999999998 -0.30307999999999996 -0.10575999999999998 -0.078669999999999976 0.095575000000000007 0.093125000000000013 -0.074904999999999985 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 11 -8 9 -9 -10 -7
right_child=1 2 -4 -5 5 6 7 8 10 -11 -12 -13
leaf_value=-0.00068408886238552639 0.00041499277872288488 0.00059108329550230801 -0.00044902874604584318 -0.00046695581393623733 -0.00063107857155375742 0.00079565368539753669 -0.00057798430351384657 -0.00074147491226743206 2.781831946277169e-05 0.00024486901571292509 0.00078630640059438174 0.00014614909478254676
leaf_weight=0.0010583167785553531 0.0014185184055253352 0.0014992513414093288 0.0010690210268620706 0.0010904810182570121 0.0010827408646329108 0.0010545136590263187 0.0011059023617301308 0.001013724711281024 0.0010650843314027611 0.0010778430009486209 0.0010572356163888949 0.0013838383188638252
leaf_count=612 278 116 217 154 177 39 1297 262 111 313 153 181
internal_value=0 4.15022e-05 -8.83279e-07 4.10285e-05 9.4601e-05 1.04067e-05 9.99336e-05 -4.99973e-05 8.85688e-05 -0.000233184 0.00040566 0.00042704
internal_weight=0 0.0139182 0.0124996 0.0114306 0.0103401 0.00884088 0.00775814 0.00531979 0.00421389 0.00209157 0.00212232 0.00243835
internal_count=3910 3298 3020 2803 2649 2533 2356 2136 839 575 264 220
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 4 1 4 15 15
split_gain=0.000139188 5.65832e-05 0.000110022 0.000126615 0.000121637 9.0167e-05 0.000103091 8.28462e-05 8.22169e-05 0.000110101 4.38409e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 -0.0088999999999999982 0.0033150000000000007 0.086430000000000021 0.24280000000000004 -0.07142999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 9 -7 -11
right_child=1 -3 -4 4 7 8 -8 -9 -10 10 -12
leaf_value=-0.00068790681715019523 0.0006740072008087968 0.00044724554929587021 -0.00057681194821440065 0.0001954251315926984 -0.00083335264399850729 -0.00037036804105511622 -0.00061048602703714751 -4.7315847904083429e-05 0.00064129054807448302 0.00047768234855755749 -3.5934237651293448e-06
leaf_weight=0.0010717253658042063 0.0011739895647130795 0.0012283520391454363 0.0011322728515321687 0.0011933737476294169 0.0010085793261528581 0.0013376356862588256 0.0012488860367915189 0.0010545296441374016 0.0014260245216180948 0.0019881104855180285 0.0011478354315623031
leaf_count=612 156 216 117 300 775 295 145 183 192 411 508
internal_value=0 4.53796e-05 6.5452e-06 6.359e-05 -5.28317e-06 0.000100149 -0.00021669 -0.000431581 0.00023131 0.000100623 0.000301523
internal_weight=0 0.0139396 0.0127112 0.011579 0.010405 0.00834187 0.00244226 0.00206311 0.00589961 0.00447358 0.00313595
internal_count=3910 3298 3082 2965 2809 1851 445 958 1406 1214 919
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=9
num_cat=0
split_feature=15 15 13 16 16 1 3 3
split_gain=2.99565e-05 4.93425e-05 6.24982e-05 6.01946e-05 6.9457e-05 8.7173e-05 8.80622e-05 7.72277e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.11596500000000001 0.26538000000000006 -0.19424999999999998 0.094485000000000013 0.086245000000000016 -0.084014999999999992
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=0.01300811631055304 -0.022161279527868897 -0.018361342880557002 0.016605681084441794 -0.023988959486219086 0.0016512826867938033 0.023120455037539941 0.01774022647737233 -0.035109019653510425
leaf_weight=0.0015346499254905504 0.0010844400469333495 0.0015793055987344861 0.0019040095682393053 0.0012210558748065271 0.0012407297135931636 0.0018439623802747438 0.0012445737360151088 0.0010595350133472429
leaf_count=317 297 257 218 414 852 408 84 1063
internal_value=0 -0.00189159 0.00028625 -0.00350808 8.08911e-05 0.00548579 -0.00368745 -0.015281
internal_weight=0 0.0111776 0.0100932 0.00818916 0.00696811 0.0053888 0.00354484 0.00230026
internal_count=3910 3593 3296 3078 2664 2407 1999 1915
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=10
num_cat=0
split_feature=4 47 42 52 13 16 4 133 15
split_gain=2.85172e-05 2.91943e-05 6.70425e-05 0.000140092 5.20621e-05 0.000135435 6.67427e-05 5.6269e-05 2.51404e-05
threshold=0.27020000000000005 0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 -0.017604999999999999 -0.011964999999999998 0.0057500000000000008 0.083815000000000014 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5 -2
right_child=8 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.028212611053012607 -0.00072345997427573786 0.010751043324462533 -0.033265395582366984 -0.016314831432742313 -0.020243936815599536 0.037740317306412315 0.013629736147237618 0.012672582522399362 0.019574584630559527
leaf_weight=0.0010556212138260789 0.0011969911958211222 0.0014478008322130692 0.001166885471451354 0.001829296168605909 0.0010947536520768825 0.0013289751370989178 0.0012411113533972173 0.0010563565242790434 0.001244696696218017
leaf_count=952 211 201 532 758 125 159 78 633 261
internal_value=0 -0.00240504 -0.00457618 -0.00134307 0.00434348 0.0122542 -0.00224589 -0.00570335 0.00962385
internal_weight=0 0.0102208 0.008773 0.00771738 0.00655049 0.00366484 0.00233587 0.00288565 0.00244169
internal_count=3910 3438 3237 2285 1753 362 203 1391 472
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 4 2 2 15 1
split_gain=0.000117734 6.49071e-05 9.90495e-05 0.000108974 0.000103376 8.84789e-05 0.000106395 8.3697e-05 0.000232987 0.000128034 8.21848e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 -0.0088999999999999982 0.0033150000000000007 0.087995000000000004 0.11203000000000002 -0.064869999999999983 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -9 -7 -6
right_child=1 -3 -4 4 10 7 -8 8 -10 -11 -12
leaf_value=-0.00064871630828822126 0.0006148333577218985 0.0004642050666905728 -0.00056302095124025552 0.00019371582670126122 -0.00080405950233573245 -0.0005842543553396714 -0.00062271108320351555 0.00084371901184682684 -0.00021060442423417403 0.0003125736453925047 -2.1503975506827159e-05
leaf_weight=0.0010299402466182042 0.0011791255766914173 0.0012520160671668406 0.0011109049245400853 0.0011846732286978521 0.0010168249524341666 0.0010376561547796367 0.0012732695646807679 0.0019926200072595611 0.001352993186906716 0.0014920497240469527 0.0010474939512744412
leaf_count=612 156 216 117 300 775 180 145 472 220 534 183
internal_value=0 3.82778e-05 -3.75278e-06 4.99148e-05 -1.41491e-05 8.31603e-05 -0.000229212 0.000213841 0.000417342 -5.52948e-05 -0.000406969
internal_weight=0 0.0139396 0.0126876 0.0115767 0.0103976 0.00833326 0.00245794 0.00587532 0.00334561 0.00252971 0.00206432
internal_count=3910 3298 3082 2965 2809 1851 445 1406 692 714 958
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=9
num_cat=0
split_feature=132 13 2 49 2 4 0 2
split_gain=2.87371e-05 4.66767e-05 7.74384e-05 4.62157e-05 5.26726e-05 4.8798e-05 4.68002e-05 7.98442e-05
threshold=0.080815000000000012 -0.090744999999999978 0.099990000000000009 0.079765000000000016 0.097360000000000016 0.25367000000000006 -0.053834999999999994 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -3
right_child=-2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.0086237972858856701 0.015113418040261986 -0.010252212622063514 0.024857514292846643 0.014427379685613107 -0.030773317794988472 -0.0025537484644609426 -0.015805036321166571 0.020192955987361771
leaf_weight=0.0012632084112725013 0.0011328287839047343 0.0017620245912863763 0.0015244732494519627 0.0010567365068356975 0.0015454788081763777 0.0010153613730698183 0.0016601915121375391 0.0016852981526498749
leaf_count=335 395 645 210 625 384 156 188 972
internal_value=0 -0.00157898 0.00968581 -0.0051781 -0.00787984 -0.0195844 -0.00201133 0.00463157
internal_weight=0 0.0115128 0.00278768 0.00872509 0.00766835 0.00256084 0.00510751 0.00344732
internal_count=3910 3515 545 2970 2345 540 1805 1617
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=12
num_cat=0
split_feature=484 15 11 3 160 2 1 2 0 47 42
split_gain=0.000130548 5.773e-05 6.5603e-05 8.24211e-05 9.18236e-05 0.000104388 0.000219181 0.000137625 0.000108293 0.000100636 0.000109537
threshold=-0.0043499999999999988 -0.24219999999999997 0.077330000000000024 -0.12008499999999998 0.090735000000000024 0.10571000000000001 0.10617500000000001 0.096540000000000015 -0.10575999999999998 0.092255000000000018 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 -5 10 -10
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0006688484957651944 0.00041149277991120832 0.00046285669418507367 -0.00046341773584155635 0.00041896677042565036 -0.00058010926026173695 -0.00097653807034632522 0.00026612687276742305 0.00077317905256291727 -0.00088205494006912927 0.00027771750353548888 7.3641281897711727e-06
leaf_weight=0.0010497426726582037 0.0015009997049358808 0.0015813914586320114 0.0010547123445845243 0.0018180095355199775 0.0010080606017203236 0.0010385417988998964 0.0011499340461071025 0.0011929292892571544 0.0010520491980170136 0.0012015534253995612 0.0010777091526832758
leaf_count=612 291 124 216 132 194 244 191 233 780 158 735
internal_value=0 4.86696e-05 3.93842e-06 4.82656e-05 -2.04675e-05 4.56643e-05 -0.00032358 0.000173077 3.40529e-05 -0.000176008 -0.000431987
internal_weight=0 0.0136759 0.0121749 0.0111202 0.00953879 0.00853073 0.00218848 0.00634225 0.00514932 0.00333131 0.00212976
internal_count=3910 3298 3007 2791 2667 2473 435 2038 1805 1673 1515
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=10
num_cat=0
split_feature=12 13 16 12 1 42 4 15 3
split_gain=2.69314e-05 7.63708e-05 6.23933e-05 0.000112492 6.45647e-05 9.45474e-05 4.53725e-05 0.00011645 6.80708e-05
threshold=0.11655500000000001 0.10924000000000002 0.081265000000000018 0.09258000000000001 0.11797500000000001 0.085775000000000004 0.0057500000000000008 -0.095799999999999982 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.0096856877101518246 -0.0145253027402358 0.020848750962163334 -0.041329899149779296 0.0059936192091383884 0.023757654878600862 -0.026508337499432662 -0.0050047044419211199 0.03776352019604437 -0.021959097961962448
leaf_weight=0.0014680035790331069 0.0011706164987026141 0.0017164844128357325 0.0010071452506839563 0.0010020835532680884 0.0011640459481640306 0.0012529711446828545 0.0014717642997978467 0.0011219866082073657 0.001265970739514094
leaf_count=1067 187 237 339 266 317 1067 172 130 128
internal_value=0 0.00139765 -0.00202531 -0.0177277 0.00204839 -0.00179171 0.00402113 0.0134957 -0.00496748
internal_weight=0 0.0114705 0.00975397 0.00200923 0.00774474 0.0065807 0.00532773 0.00259375 0.00273397
internal_count=3910 3723 3486 605 2881 2564 1497 302 1195
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=10
num_cat=0
split_feature=15 15 13 16 1 0 43 160 52
split_gain=2.49681e-05 4.01793e-05 4.78896e-05 7.45336e-05 8.04195e-05 0.000152465 5.85408e-05 4.8281e-05 0.000107028
threshold=-0.26361999999999991 -0.11739999999999999 0.076210000000000014 -0.30307999999999996 0.094485000000000013 -0.099864999999999995 -0.27619499999999997 -0.026849999999999995 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -4 -5 -9
right_child=1 2 6 4 5 -7 -8 8 -10
leaf_value=0.012342997431581473 -0.019168150329095787 -0.027881315950753251 -0.003792698533492548 0.011145336267393152 0.043351896165390785 -0.0070035464411863542 0.028618129431658132 -0.028719684415694859 0.0086233202297398732
leaf_weight=0.0014354446454622151 0.001173922012494122 0.00106646662520517 0.001057819534665317 0.0010232343941634853 0.0010691207092384247 0.0013740732548027544 0.0011777601073662304 0.001922200666400929 0.0012776430243108504
leaf_count=302 312 221 149 620 134 383 223 955 611
internal_value=0 -0.00166944 0.000391305 -0.00333551 0.000591312 0.0150316 0.0132821 -0.00776286 -0.0138093
internal_weight=0 0.0111422 0.00996832 0.00773274 0.00666627 0.00244319 0.00223558 0.00422308 0.00319984
internal_count=3910 3608 3296 2924 2703 517 372 2186 1566
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=10
num_cat=0
split_feature=484 11 43 42 2 52 1 1 16
split_gain=2.66657e-05 3.93699e-05 8.11312e-05 9.18413e-05 6.07134e-05 5.74538e-05 6.61151e-05 8.03634e-05 6.6924e-05
threshold=0.087495000000000017 0.079700000000000007 -0.068454999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.10701500000000001 0.11215000000000001 0.095575000000000007 -0.092014999999999986
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 5 4 -6 -7 -8 -9 -10
leaf_value=-0.008794284611369713 -0.015667337307820824 -0.017552894145303321 0.0071152988812330197 0.0059278979138248124 0.036104733160679713 0.017590329525681063 -0.026606257880993186 0.021777750307088291 -0.02323694710366379
leaf_weight=0.0012015818192192326 0.0010068889771277208 0.0010101172970107255 0.0012893051153145911 0.0010973147115205515 0.0016989897907245433 0.001054503943476913 0.0014040703733424476 0.0010906536925932176 0.0016639943488247057
leaf_count=409 362 242 291 349 646 272 236 178 925
internal_value=0 0.00130319 0.00311711 0.0143274 0.0242629 -0.0037752 -0.00791065 -0.0014195 -0.00998624
internal_weight=0 0.0115105 0.0105004 0.00399789 0.0027963 0.00650253 0.00544802 0.00404395 0.0029533
internal_count=3910 3548 3306 1404 995 1902 1630 1394 1216
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=11
num_cat=0
split_feature=484 15 11 16 3 150 2 2 0 0
split_gain=0.0001243 9.44024e-05 7.31199e-05 9.96791e-05 8.92179e-05 7.41633e-05 8.17685e-05 0.000113278 0.000109074 9.01184e-05
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.090480000000000019 0.105395 0.093815000000000009 -0.10575999999999998 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00066391704078705373 0.00052231533719203566 -0.00046671628248818437 -0.00050794466532590762 0.00056236846650929164 0.00046877856537483125 -0.00046287297536453401 -0.00030228447739645775 0.00075166049077676875 -0.00048815909062577772 0.00017617342551982433
leaf_weight=0.0010195879567945721 0.0014311593526382315 0.0013377156763510782 0.0010370906378585299 0.0013992973729491957 0.0016991895902852606 0.0010383496685211629 0.0015708954472108501 0.0011562335820047469 0.0015326498419673126 0.0016094607531825418
leaf_count=612 278 232 217 95 101 199 353 306 1346 171
internal_value=0 4.55286e-05 -9.58517e-06 3.59767e-05 0.000103182 2.85269e-05 9.59444e-05 0.00020025 6.85582e-05 -0.000147873
internal_weight=0 0.013812 0.0123809 0.0113438 0.0100061 0.00860678 0.00756843 0.00599753 0.0048413 0.00314211
internal_count=3910 3298 3020 2803 2571 2476 2277 1924 1618 1517
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=12
num_cat=0
split_feature=14 484 474 1 4 16 151 4 2 43 0
split_gain=0.000148694 0.000145469 0.000167617 8.12325e-05 0.000124214 0.000117426 0.000134657 0.00011413 7.79813e-05 7.40281e-05 2.74601e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 0.12864500000000004 -0.0017649999999999999 -0.055679999999999993 -0.0088999999999999982 0.26450500000000005 0.10113500000000002 -0.079109999999999986 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 10 9 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00066237096414710679 -0.00074070196801329698 3.5353757928804555e-05 0.00078994446841783414 0.0004147509891965313 -0.00059321586217723165 -0.00079058550651052602 -0.00034105851933098396 0.00067917512378207808 -0.000134364335084459 0.0006392145742627716 0.00010268065050945186
leaf_weight=0.001052719609142167 0.0010013317311005554 0.0013909354273444485 0.0012127945165325759 0.0017774286568489157 0.0014249691580126948 0.0011642993238540709 0.0010863723582890256 0.0010031730198267683 0.0018275544835087681 0.001778533199222931 0.0010586858084731723
leaf_count=583 147 453 374 270 144 229 73 137 316 973 211
internal_value=0 4.0071e-05 9.395e-05 2.64866e-05 -3.78025e-05 -0.000234644 -9.31064e-05 0.000133256 0.000188208 0.000374208 -0.000122053
internal_weight=0 0.0147775 0.0137247 0.012512 0.0107345 0.0057375 0.0045732 0.00314823 0.00499702 0.00316947 0.00214506
internal_count=3910 3763 3180 2806 2536 794 565 421 1742 1426 284
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=10
num_cat=0
split_feature=4 160 151 0 3 2 3 3 15
split_gain=2.91489e-05 3.29801e-05 4.83574e-05 0.000100534 6.3856e-05 8.17734e-05 6.79582e-05 0.000105274 2.77787e-05
threshold=0.28937500000000005 0.091575000000000017 -0.056409999999999995 -0.15007499999999999 0.13772500000000001 0.10113500000000002 -0.078669999999999976 -0.015064999999999997 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -2
right_child=8 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.015920780457586364 4.6397240927766998e-05 -0.018246290440995218 -0.031415506670699998 -0.01259492870700981 0.022400907825412847 -0.025306859819670142 0.038931693607667038 -0.0030137173393556087 0.022486442620626348
leaf_weight=0.0015319486622162775 0.0012041089722210708 0.0011520226489974148 0.0011069117989339263 0.0015948117982466639 0.001164619958769153 0.00129634883225784 0.0010004991040984401 0.0014885883358001263 0.0010180705068182153
leaf_count=453 209 347 157 1347 87 475 458 160 217
internal_value=0 -0.00229728 -0.000296606 -0.00354346 0.00117045 -0.00342514 0.00352075 0.0138464 0.0103271
internal_weight=0 0.0103358 0.00918373 0.00765178 0.00654487 0.00538025 0.0040839 0.00248909 0.00222218
internal_count=3910 3484 3137 2684 2527 2440 1965 618 426
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 52 12 3 1
split_gain=2.62358e-05 6.18395e-05 6.45505e-05 0.000102019 0.000111212 7.28858e-05 6.60781e-05 8.41839e-05 6.88069e-06
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.091555000000000011 -0.080744999999999997 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.01666312110013508 -0.014520287998392795 -0.01960870706382067 0.036189028280639038 -0.019244975347505296 -0.018100344381726075 0.042605575953764477 -0.0089617346100266844 0.0075338800680799824 0.0026491388187980169
leaf_weight=0.0013169756531744283 0.0011397589897098369 0.0012479363290185423 0.0014520398079252419 0.0012615807882413376 0.0010876652397303526 0.0010756884734309149 0.0010107276339589195 0.0018815427535668983 0.001031034279858109
leaf_count=346 715 729 252 243 365 575 300 291 94
internal_value=0 0.00139421 0.00398487 0.00707487 0.0114794 0.0164667 0.010738 0.0202912 -0.00309856
internal_weight=0 0.0113652 0.0101173 0.00880028 0.0075387 0.00645103 0.00499899 0.00295723 0.00204176
internal_count=3910 3195 2466 2120 1877 1512 1260 866 394
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=11
num_cat=0
split_feature=484 42 43 16 160 151 160 1 2 2
split_gain=0.00012869 8.40127e-05 0.000103952 9.10533e-05 9.14499e-05 9.015e-05 0.000117273 0.000125273 0.000149847 0.000181586
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.31524000000000002 0.091575000000000017 -0.086249999999999979 -0.080184999999999992 0.11235500000000002 0.10679500000000001 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 -8
right_child=1 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00068702415389968558 -0.00049484294887364047 0.00059805512755427791 0.00068476619743621609 -0.00047434637596378284 -0.0004797207082943986 -0.00041596632444474227 -0.00021499129477441502 0.00065410509322758948 -0.00061700904960133125 0.00062883507435485388
leaf_weight=0.0010144767896507903 0.0010575141286483227 0.0013349834530786203 0.0010461619822108937 0.0012737419683794176 0.0010062473785354071 0.0015300913846372109 0.0019506724159910212 0.0016524781441044582 0.0010755703873226857 0.0019713235819357237
leaf_count=612 215 151 240 305 173 534 738 300 155 487
internal_value=0 3.63776e-05 8.01251e-05 2.00338e-05 8.1574e-05 0.00014279 7.34769e-05 0.000186092 3.13399e-05 0.000209143
internal_weight=0 0.0138988 0.0128413 0.0115063 0.0102325 0.0092263 0.00818014 0.00665004 0.00499757 0.003922
internal_count=3910 3298 3083 2932 2627 2454 2214 1680 1380 1225
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=12
num_cat=0
split_feature=484 15 11 457 151 0 42 4 1 0 13
split_gain=0.000141146 6.59796e-05 9.60446e-05 9.93057e-05 0.000132437 0.000163728 0.000108966 9.79303e-05 0.000175257 0.00010977 6.65331e-05
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 0.090150000000000022 -0.079059999999999978 -0.16443499999999997 0.091955000000000023 -0.0021099999999999995 0.095575000000000007 -0.053834999999999994 -0.073069999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 9 -9 -7 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00069124968376954295 0.00043954890086602148 0.00063955265535574942 -0.00055453366574174923 -0.00050486359293120103 -0.00065563710018973307 0.00089087173851387462 -0.00033053896851674631 -0.0006732629650495149 0.00039524096738965779 0.00054600504878086185 -0.00011339575273183056
leaf_weight=0.0010749438886490372 0.0014663035521069586 0.0015565544805069753 0.0010961259542061454 0.0011104014248860547 0.0011952110825412922 0.0013436439148967316 0.0016050077923782085 0.0010359823338549441 0.0013714892689731337 0.0010874615268636478 0.0012816547671040228
leaf_count=612 278 328 217 154 83 1086 518 343 89 46 156
internal_value=0 4.57566e-05 2.31488e-07 5.27102e-05 0.000111804 1.97162e-05 0.000124204 0.000243458 -6.45573e-05 0.000443185 0.00018928
internal_weight=0 0.0141498 0.0126835 0.0115874 0.010477 0.00892045 0.00772524 0.00612023 0.00240747 0.00371276 0.00236912
internal_count=3910 3298 3020 2803 2649 2321 2238 1720 432 1288 202
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=10
num_cat=0
split_feature=15 15 131 52 0 3 15 15 150
split_gain=2.73697e-05 4.02756e-05 4.7001e-05 4.54354e-05 0.000101165 7.83658e-05 0.00011275 0.000103992 0.000101127
threshold=-0.24219999999999997 -0.11739999999999999 0.08844500000000001 0.11110500000000002 0.14676000000000003 -0.08348499999999999 -0.017214999999999998 1.0000000180025095e-35 0.082965000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.012426324677459442 -0.020175820657612337 0.02189799574918138 -0.020196762001068236 0.019260766543071614 -0.029703285747876763 -0.037339685922851487 0.036370970866869641 -0.0078197007762590733 0.002224309727318395
leaf_weight=0.0015391612347942516 0.0010772352785299354 0.0017874767519082688 0.0010157581139090448 0.0013698389524940844 0.0010271702389248738 0.0012389353884456732 0.0010687773269395474 0.0010613473479742733 0.0013500491559395008
leaf_count=317 297 932 475 424 60 470 161 572 202
internal_value=0 -0.00181135 0.000183023 0.00250803 -0.000538065 0.00406614 -0.00268811 0.0143527 -0.0167087
internal_weight=0 0.0109966 0.00991935 0.0089036 0.00753376 0.00650659 0.00471911 0.00213012 0.00258898
internal_count=3910 3593 3296 2821 2397 2337 1405 733 672
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=13
num_cat=0
split_feature=484 14 474 1 132 160 12 2 12 4 151 16
split_gain=0.000139118 0.000108764 0.000109632 0.000106568 0.000111011 0.000141372 0.000144088 0.000157801 0.000137536 0.000129983 9.38606e-05 0.000173322
threshold=-0.0043499999999999988 0.020750000000000005 0.059400000000000008 0.12864500000000004 0.080815000000000012 -1.0000000180025095e-35 0.098845000000000016 0.086875000000000022 0.085185000000000025 -0.0025899999999999994 -0.0088999999999999982 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 10 -7 -9 -12
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13
leaf_value=-0.00067809185397651702 -0.00080474639748316407 -0.00058742709646203157 0.00065121125816752681 0.00046873193473742939 0.00055666228029514135 0.00020194016991972682 -0.00054308898515210372 -0.00040137244902088606 0.00080739773976646061 -0.00070879122502794296 0.0008396560348635291 -0.00023832467026613962
leaf_weight=0.0011274282918674805 0.0010087422005949477 0.0010037815563213219 0.0011855448456448503 0.0018114985751048985 0.0010667759481943822 0.0010638138137686933 0.0017055949337911281 0.001061009640490454 0.0014282066261479334 0.0013894510475994893 0.0011538458632082554 0.0011400183380387424
leaf_count=612 444 124 370 270 226 622 284 141 457 144 122 94
internal_value=0 3.60672e-05 8.07247e-05 2.80051e-05 -4.44596e-05 -0.000108904 -3.04055e-05 9.04332e-05 0.000297802 -0.000313869 8.08612e-05 0.000303915
internal_weight=0 0.0150183 0.0140145 0.012829 0.0110175 0.00995068 0.00894194 0.00723635 0.00478308 0.00245326 0.00335487 0.00229386
internal_count=3910 3298 3174 2804 2534 2308 1864 1580 814 766 357 216
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=9
num_cat=0
split_feature=39 50 133 47 4 49 12 12
split_gain=2.76828e-05 6.04744e-05 6.53602e-05 6.27863e-05 0.000101574 5.62197e-05 5.49257e-05 3.02956e-05
threshold=0.085060000000000011 0.086465000000000014 0.08493500000000001 0.09252500000000001 0.0057500000000000008 -0.006494999999999999 0.078515000000000015 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7
right_child=-2 -3 -4 -5 6 7 -8 -9
leaf_value=-0.022830504145128036 0.011688492913755811 -0.025337182559348082 -0.020879027224399799 -0.014935805552007237 0.031526666538506991 0.015209205374146368 0.0056337331452561736 -0.0063363485504517817
leaf_weight=0.0010976735335899443 0.0017268254949715537 0.0010027910120534575 0.0012535313077340253 0.0015093721828553638 0.0018757573407343214 0.0012702101948785542 0.0014545045031466603 0.0013422826587917705
leaf_count=218 417 679 775 228 229 166 214 984
internal_value=0 -0.00194706 0.000445536 0.00357204 0.00753987 -0.00383991 0.0202178 0.00413923
internal_weight=0 0.0108061 0.00980333 0.0085498 0.00704043 0.00371017 0.00333026 0.00261249
internal_count=3910 3493 2814 2039 1811 1368 443 1150
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=9
num_cat=0
split_feature=132 13 2 2 0 47 3 3
split_gain=2.63774e-05 5.6566e-05 6.50406e-05 3.98112e-05 8.53455e-05 7.91999e-05 5.21521e-05 7.77355e-05
threshold=0.080815000000000012 -0.090744999999999978 0.099990000000000009 0.11230000000000001 -0.23029999999999998 0.084695000000000006 -0.015794999999999997 -0.10140999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6
right_child=-2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.0060074984393499948 0.014526221439515702 0.023571255524144404 0.024848888070526626 -0.017963570242952354 -0.021286484178775697 0.010936386851741012 -0.031436186144707702 0.014342311291386448
leaf_weight=0.0012430913576976369 0.0011276989957419289 0.0011054961901924582 0.0015164513300502107 0.0019758269205337525 0.0014871340372938063 0.0017199187550189245 0.0012726246320900864 0.0010410658590793119
leaf_count=335 395 99 210 429 270 327 275 1570
internal_value=0 -0.00150877 0.010949 -0.00550522 -0.00179037 -0.00686888 -0.014926 -0.00661521
internal_weight=0 0.0113616 0.00275954 0.00860207 0.00662624 0.00552074 0.00380082 0.0025282
internal_count=3910 3515 545 2970 2541 2442 2115 1840
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=10
num_cat=0
split_feature=2 3 49 2 3 2 43 1 43
split_gain=2.70404e-05 0.000113898 5.18168e-05 5.7069e-05 0.00012006 0.000119885 5.90218e-05 7.7483e-05 4.29274e-05
threshold=0.11542500000000001 0.11818000000000002 0.0047850000000000011 0.10571000000000001 -0.078669999999999976 0.093815000000000009 -0.075819999999999985 0.095575000000000007 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -6 -8 -1
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.032185014531168663 0.032066344605681973 -0.013458865450345978 0.018863527152594949 -0.020641056211037609 -0.019137525447965754 0.039386292422823183 -0.0063720341971438034 0.029651229417441083 -0.0070797817997438565
leaf_weight=0.0011039092720536194 0.0011339081501466038 0.0010663887136620163 0.0010469195726133052 0.0017897957568481599 0.0010585408205806548 0.0010307762577373147 0.0013860671877422757 0.0010489644094778794 0.001778230682582811
leaf_count=385 393 181 633 239 206 208 270 192 1203
internal_value=0 0.0100022 -0.00221629 -0.00461605 -0.000743564 0.00941829 0.000576248 0.00914609 -0.0166955
internal_weight=0 0.0022003 0.0102432 0.00919628 0.00740649 0.00452435 0.00349357 0.00243503 0.00288214
internal_count=3910 574 3336 2703 2464 876 668 462 1588
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 4 2 13 2 47 4
split_gain=0.000115556 6.40576e-05 8.64796e-05 0.000131796 9.98995e-05 9.21957e-05 0.000165003 0.00014484 9.0905e-05 0.000145662 8.05206e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 0.27020000000000005 0.10113500000000002 -0.083514999999999992 0.086875000000000022 0.092255000000000018 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -9 -8
right_child=1 -3 3 4 5 -7 10 8 -10 -11 -12
leaf_value=-0.00064350662793488081 -0.00043858247443725974 0.00050491759864935981 -0.00055068933359015825 -0.00045049790545339402 0.00091784319463374554 0.0006484975566842466 6.035674518735553e-05 -0.00062458473662013378 0.00052648266007644933 0.00036729248705443061 -0.00060992775918375321
leaf_weight=0.0010310143366379929 0.001530004972192787 0.0010399591514625691 0.0012203525921830527 0.0010199166849159278 0.0012019979079096544 0.0014579409140818445 0.0013847385533762302 0.0010921547698557309 0.0014044003855173594 0.0011888842591667448 0.0013715089950558099
leaf_count=612 572 298 820 182 140 247 141 338 281 61 218
internal_value=0 3.68208e-05 -9.98122e-07 5.80314e-05 0.000131425 0.000196634 0.000110447 0.000326789 0.000134019 -0.000107615 -0.000273177
internal_weight=0 0.0139119 0.0128719 0.0113419 0.0101215 0.00910163 0.00764368 0.00488744 0.00368544 0.00228104 0.00275625
internal_count=3910 3298 3000 2428 1608 1426 1179 820 680 399 359
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=9
num_cat=0
split_feature=4 12 457 2 2 3 43 16
split_gain=2.53317e-05 3.30921e-05 6.66565e-05 7.77826e-05 7.51631e-05 5.40336e-05 0.000100937 2.34495e-05
threshold=0.28937500000000005 1.0000000180025095e-35 0.084485000000000018 0.083795000000000022 0.10836000000000003 -0.074234999999999982 -0.079109999999999986 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -2
right_child=7 5 -4 4 -6 -7 -8 -9
leaf_value=0.027199104766914551 0.00015977331642828648 -0.018594261981826388 -0.019097177971740487 -0.018393881352047711 0.013806508500126777 -0.023805909739056219 0.016877721787542023 0.020876575903395422
leaf_weight=0.0014878952566628528 0.001189293491405258 0.0016103393673355597 0.0010833169070335463 0.001333523974340424 0.0015883237078751266 0.0015212155960710651 0.0015984836853721687 0.0010106951044507185
leaf_count=141 150 965 124 258 194 460 1342 276
internal_value=0 -0.00215166 0.00312788 0.00858779 -0.000889669 -0.00828286 -0.0009238 0.00967726
internal_weight=0 0.0102231 0.00549306 0.00440974 0.00292185 0.00473004 0.00320882 0.00219999
internal_count=3910 3484 717 593 452 2767 2307 426
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=10
num_cat=0
split_feature=14 15 131 3 3 48 0 12 16
split_gain=2.45747e-05 9.30616e-05 4.93413e-05 5.44312e-05 4.33439e-05 7.19283e-05 6.40743e-05 5.16883e-05 8.44647e-05
threshold=-0.13131999999999996 -0.14868999999999996 0.088565000000000019 0.13772500000000001 -0.016619999999999996 0.085875000000000021 -0.13027499999999997 0.080120000000000011 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 -3 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.014685493113577145 0.030346977075993781 0.022399246647157596 -0.022246394935037904 0.019407776332583268 0.016215325826226337 -0.0294607116249344 -0.015340044872374715 0.01865989587926235 -0.016167268529188893
leaf_weight=0.0010501419474936826 0.0010054599817186484 0.0011855265892327231 0.0010338748379381335 0.0013424288706608495 0.0012226547262410431 0.0012701473883736927 0.0013584200269641886 0.0011532012762848743 0.0017578706045363801
leaf_count=172 310 162 483 127 127 150 190 148 2041
internal_value=0 0.00130524 -0.00152311 0.000783099 -0.00236271 -0.00997915 -0.00039227 0.00479753 -0.00237072
internal_weight=0 0.0113296 0.0103241 0.00929025 0.00794782 0.00385122 0.00258107 0.0040966 0.00291107
internal_count=3910 3738 3428 2945 2818 467 317 2351 2189
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=11
num_cat=0
split_feature=484 42 43 474 160 133 151 4 2 2
split_gain=0.00011227 8.30915e-05 0.0001272 8.37721e-05 0.000185541 0.00015339 9.19133e-05 0.000158578 0.000196198 0.000168761
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.0088999999999999982 0.25367000000000006 0.105395 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8
right_child=1 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00063419888640631845 -0.00047790947638014675 0.0006613711827941726 -0.00078340238131344587 0.00053418162771283375 -0.00065270994023849862 -0.00023148155571869775 9.8154610504244993e-06 0.00085378190190778442 -0.00043143043117349449 0.00091249837869025838
leaf_weight=0.001018253838462939 0.0010972734052495979 0.0013178827483481407 0.0011366886653999273 0.0010968127197300689 0.0010447674351109848 0.0019235777007365132 0.0019415154052806905 0.0013517438496652382 0.0017571026296150719 0.0013499145740009516
leaf_count=612 215 151 500 309 721 291 469 201 226 215
internal_value=0 4.01148e-05 8.41097e-05 1.85387e-05 -3.52973e-05 5.54698e-05 0.000144357 0.000257314 9.76094e-05 0.000380033
internal_weight=0 0.0140173 0.01292 0.0116021 0.0105053 0.00936862 0.00832385 0.00640028 0.00504853 0.00329143
internal_count=3910 3298 3083 2932 2623 2123 1402 1111 910 684
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=12
num_cat=0
split_feature=14 484 474 132 160 13 43 15 13 0 12
split_gain=0.0002159 9.58619e-05 0.000144173 8.92043e-05 0.000165375 0.000118053 0.000166119 7.79798e-05 0.000155402 0.000133574 6.80443e-05
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 -0.080734999999999987 -0.083354999999999985 -0.019509999999999996 -0.053579999999999996 0.11596500000000001 -0.10783 0.095295000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 9 -9 -7 -8
right_child=-2 2 -4 -5 5 7 10 8 -10 -11 -12
leaf_value=-0.00051239475773015575 -0.0008835619911701421 -0.0007162419090812062 0.00073786380848530437 0.00055696777465620811 0.00095594205623177183 -0.00021758853482934699 0.00033846971878310068 -0.00070311374267865198 0.00013802286530379963 0.00058002034486680893 -0.00031648979944204776
leaf_weight=0.0010712505316013707 0.0010107653397627868 0.0011704932714712247 0.001227845689502593 0.0011415510837952938 0.001164695230321958 0.0019030032548250477 0.0014290873394204257 0.0017737195470895529 0.0016118781105163293 0.0014019279073685087 0.0010638279097539283
leaf_count=583 141 423 374 273 152 167 364 907 120 349 57
internal_value=0 5.27665e-05 9.63601e-05 3.41439e-05 -1.76704e-05 6.13461e-05 0.000344595 -9.35017e-05 -0.00030265 0.000120751 5.8972e-05
internal_weight=0 0.0149593 0.013888 0.0126602 0.0115186 0.0103481 0.00365761 0.00669053 0.0033856 0.00330493 0.00249292
internal_count=3910 3769 3186 2812 2539 2116 573 1543 1027 516 421
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=10
num_cat=0
split_feature=124 50 160 1 484 1 150 43 2
split_gain=2.65007e-05 3.97595e-05 6.40721e-05 5.72847e-05 5.84211e-05 5.61791e-05 7.40338e-05 6.82705e-05 4.00302e-05
threshold=-0.048219999999999992 0.082310000000000008 0.090735000000000024 0.12864500000000004 0.084225000000000008 0.10915500000000002 1.0000000180025095e-35 -0.07526999999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.013836601097765883 0.013510430062326918 -0.020336942542371783 -0.023068337723404983 0.021815308370827874 0.021684989250910891 -0.020545860534673464 0.02565438128591753 -0.0034999153796429604 -0.027833323602396123
leaf_weight=0.0012369133559522278 0.0013835393186228426 0.0010272844611984777 0.0010514334075651327 0.0013744634114664445 0.0010423615082863266 0.001537164753975466 0.001000675784894052 0.0016164504817482899 0.0011620749366802918
leaf_count=319 517 712 296 199 318 205 167 899 278
internal_value=0 -0.00158806 0.000306135 0.00300192 -0.000337975 -0.00376428 0.00123231 -0.00463944 -0.013677
internal_weight=0 0.0111954 0.0101682 0.00911673 0.00774227 0.00669991 0.00516274 0.00416206 0.00277853
internal_count=3910 3591 2879 2583 2384 2066 1861 1694 1177
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 0 1 16
split_gain=2.32684e-05 6.51516e-05 5.9993e-05 5.92574e-05 6.51736e-05 6.28487e-05 9.68478e-05 7.92983e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 -0.017269999999999997 0.11215000000000001 -0.073459999999999984
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=-0.01165161766521842 -0.0020504536368213737 0.019107370891857448 -0.022729916571391978 -0.020564526533050752 0.030492588919740944 0.013536298371655046 -0.035572741825381976 0.01305782643034379
leaf_weight=0.0015167180159351033 0.00123357371988728 0.0017728926587435327 0.0011950230614080027 0.0012138807589835074 0.001228026835096911 0.0014239611307664511 0.0011405115711240095 0.0016617406467483618
leaf_count=406 520 375 550 780 195 244 130 710
internal_value=0 0.00157032 -0.00184754 0.00131063 0.0141844 -0.00451465 -0.0109148 -0.00113512
internal_weight=0 0.0108696 0.00909672 0.00790169 0.0024616 0.00544009 0.00401613 0.00287562
internal_count=3910 3504 3129 2579 715 1864 1620 1490
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=10
num_cat=0
split_feature=49 15 3 42 47 13 13 3 0
split_gain=2.34067e-05 9.99413e-05 5.88293e-05 5.70443e-05 5.72307e-05 7.94274e-05 4.82235e-05 4.1837e-05 8.84745e-05
threshold=-0.029304999999999998 -0.091024999999999981 -0.0045049999999999995 0.091955000000000023 0.11069000000000002 0.049070000000000009 -0.13934999999999997 -0.015794999999999997 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8 -9
right_child=3 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.033298698493476407 -0.012664521635474407 0.0097072932706687813 -0.022410142304433153 -0.021522184393276016 0.022379099221429236 -0.028239927345211299 0.020912010941281822 0.022043872987852646 -0.016541260183943026
leaf_weight=0.0010141269578838874 0.0016054616950296795 0.0013038836296707483 0.0010136955121065267 0.0013652391825129334 0.0010478192551502188 0.0010333139749316451 0.0015186970677201492 0.001029139871071047 0.0014063233376052234
leaf_count=114 181 282 163 756 136 425 1543 90 220
internal_value=0 0.00711624 -0.00434068 -0.0026942 0.000669962 -0.00278028 0.00195166 0.00788609 -0.000236559
internal_weight=0 0.00333171 0.00231758 0.00900599 0.00764076 0.00659294 0.00555962 0.00395416 0.00243546
internal_count=3910 559 445 3351 2595 2459 2034 1853 310
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=8
num_cat=0
split_feature=124 2 4 52 12 4 1
split_gain=2.48811e-05 4.16347e-05 4.01757e-05 9.2276e-05 6.88275e-05 7.60608e-05 5.04871e-05
threshold=-0.048219999999999992 0.11542500000000001 -0.034289999999999994 0.071660000000000015 0.093125000000000013 0.10910000000000002 0.094695000000000015
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=0.013496386733351849 -0.0327390049004277 0.011841040258193609 -0.0085566599613067975 0.001925854656900523 0.016143291934906514 -0.026234697516555151 0.018891716074206196
leaf_weight=0.0012227461126539342 0.0013902037745386862 0.0019223162621982695 0.0016410296259446655 0.0017155074348809887 0.001902887579145124 0.0013577334201654214 0.0011326104162710446
leaf_count=319 837 487 756 802 383 214 112
internal_value=0 -0.00153616 -0.00434965 -0.0135911 0.000406738 -0.00684143 0.00265183
internal_weight=0 0.0110623 0.00913997 0.00310571 0.00603426 0.00413137 0.00277364
internal_count=3910 3591 3104 1639 1465 1082 868
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=12
num_cat=0
split_feature=484 474 0 48 1 0 0 3 4 2 15
split_gain=0.000136757 5.88013e-05 7.83947e-05 0.000164264 0.000123542 0.000114975 0.000177334 0.000158913 0.000124437 7.29856e-05 0.000169664
threshold=-0.0043499999999999988 0.085070000000000021 -0.075584999999999986 0.08593000000000002 0.076710000000000014 -0.10575999999999998 -0.15007499999999999 0.11818000000000002 0.015635000000000003 0.10113500000000002 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 -2 6 7 8 -6 10 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00069088157351851172 -0.00067778663427629055 0.00050815792892660672 -0.00024379741516580895 0.00089779131295419652 -0.00027738161731924606 -0.00053136002118157172 0.00073392489514366801 -0.00075335336097932587 0.00068249221813907282 -0.00029857177803786425 0.00068404735907753335
leaf_weight=0.0010122416905496345 0.0012537573294237915 0.0010231971899878978 0.0015356534731513327 0.0010315772462191931 0.0010515011332005372 0.0012187299603533359 0.0013746192262078013 0.0010042963100210245 0.0010258445913846025 0.0016489695114957192 0.0014956877480794258
leaf_count=612 1166 298 138 166 105 435 176 76 104 356 278
internal_value=0 5.60502e-05 1.94543e-05 0.000189524 -0.000120747 2.31838e-06 0.000148273 -0.000112968 0.000196628 3.3416e-05 0.000214009
internal_weight=0 0.0136638 0.0126406 0.00571189 0.00692875 0.00567499 0.00445626 0.00308164 0.00207735 0.00468031 0.00303134
internal_count=3910 3298 3000 938 2062 896 461 285 209 772 416
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=10
num_cat=0
split_feature=12 13 1 2 16 0 47 16 4
split_gain=2.14053e-05 5.96371e-05 5.21115e-05 9.11734e-05 5.48725e-05 7.1648e-05 8.08803e-05 9.02303e-05 4.55915e-05
threshold=0.11655500000000001 0.10924000000000002 0.076710000000000014 0.097360000000000016 0.081265000000000018 -0.075584999999999986 0.086425000000000016 -0.095109999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9
right_child=-2 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.034091320056080239 -0.012996052922477287 0.018861870340081424 0.027096194345587382 0.005308983119871975 -0.018500685524000953 0.029416684891875228 -0.020106640779589357 -0.019179349270989056 0.010163033816109515
leaf_weight=0.0011907181655986668 0.0011541233870130301 0.0016492866459289742 0.0015481312993710404 0.0011589589877592538 0.0010583608469453554 0.0010885513113579881 0.0013218640745968164 0.0010705121983839308 0.0010478629774463011
leaf_count=1386 187 237 303 380 330 366 195 460 66
internal_value=0 0.00131105 -0.00174077 -0.0146574 0.00251274 0.00617246 0.00110015 0.00874571 -0.00466502
internal_weight=0 0.0111342 0.00948496 0.00234968 0.00713528 0.00607692 0.00498837 0.00366651 0.00211838
internal_count=3910 3723 3486 1766 1720 1390 1024 829 526
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=12
num_cat=0
split_feature=484 42 43 474 160 133 160 2 13 1 1
split_gain=0.000134499 8.15388e-05 9.33386e-05 7.28772e-05 0.000160392 0.000140194 0.00011553 9.56594e-05 0.000154293 0.000129766 6.53643e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.085070000000000021 -0.080734999999999987 -0.0056849999999999991 0.091575000000000017 0.10393500000000001 -0.090394999999999989 0.10444500000000001 0.089895000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -9 -10
right_child=1 2 3 -5 5 6 -8 9 10 -11 -12
leaf_value=-0.00069220509359333132 -0.00047680033739382023 0.0005939080537196833 -0.00068730767705748512 0.0005388500595143855 -0.00060786839059083898 0.001052736856762278 -0.00045455209466324116 -0.00054109735172088575 0.00051627162616104348 0.00033772623016205662 -2.4699597357862779e-05
leaf_weight=0.0010148007041510887 0.001053870651453479 0.0012754255099741056 0.001202710494150677 0.0010061760100740702 0.0010311738664496072 0.0011129874745309186 0.0010322074321366947 0.0011617836163696355 0.0015373386350294293 0.0014549654757166786 0.0019453432609305679
leaf_count=612 215 151 515 290 721 113 139 154 417 260 323
internal_value=0 4.73864e-05 9.06796e-05 3.47938e-05 -1.36071e-05 7.37457e-05 0.000158997 0.000246805 0.000417201 -5.24536e-05 0.000214098
internal_weight=0 0.013814 0.0127601 0.0114847 0.0104785 0.0092758 0.00824463 0.00721242 0.00459567 0.00261675 0.00348268
internal_count=3910 3298 3083 2932 2642 2127 1406 1267 853 414 740
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=10
num_cat=0
split_feature=14 15 16 2 150 0 13 1 12
split_gain=2.37981e-05 5.62954e-05 4.4373e-05 4.69597e-05 4.55585e-05 7.61043e-05 5.44217e-05 4.94364e-05 3.6334e-05
threshold=-0.13131999999999996 -0.14789999999999995 -0.41862999999999995 0.114165 0.086420000000000011 -0.13027499999999997 0.23436000000000004 0.096230000000000024 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.014431409963057876 0.023754989517363101 -0.018911194008329871 0.024036430491175022 0.020653380828329931 -0.019358687281977205 -0.011097242778234997 0.017456382851799564 -0.025027943702393619 0.010422678949447556
leaf_weight=0.0010496765359738697 0.0010166379262729177 0.0012086609522933183 0.001266535544564221 0.001120210904250977 0.0011786463828127956 0.0017456942390913688 0.001034580258045481 0.0012323355756975866 0.0014250207826110443
leaf_count=172 324 258 180 321 221 1371 105 363 595
internal_value=0 0.00131386 -0.000920297 0.00149499 -0.00122757 0.00196003 -0.00318202 -0.00803141 -0.0014255
internal_weight=0 0.0112283 0.0102117 0.00900302 0.00788281 0.00670417 0.00543763 0.00440305 0.00317072
internal_count=3910 3738 3414 3156 2835 2614 2434 2329 1966
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=10
num_cat=0
split_feature=52 151 48 2 2 4 2 0 2
split_gain=2.29299e-05 5.10907e-05 6.68997e-05 6.09116e-05 6.81624e-05 0.000123942 7.80454e-05 0.000102852 8.05166e-05
threshold=0.15091000000000002 -0.084764999999999993 0.099240000000000009 -1.0000000180025095e-35 0.086875000000000022 0.074650000000000008 0.093070000000000014 -0.13506999999999997 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8 -9
right_child=-2 2 -4 4 6 -7 7 8 -10
leaf_value=-0.017079297135426014 -0.012805233301376945 0.022138617446223776 0.025156961799316653 -0.036497048249672585 0.028426744360141712 0.0082572418882961417 -0.029844980409706279 -0.0060604494538732409 0.029468652059386116
leaf_weight=0.001311946643873488 0.0012600644094854134 0.0011430423641035376 0.0012892698130060149 0.001356602422849071 0.0010477940457898792 0.0011377944122882809 0.0010019079853496099 0.0016476787064026342 0.0010407374213473152
leaf_count=385 487 225 228 1012 555 68 160 404 386
internal_value=0 0.00143779 0.00395139 0.000687159 -0.00270308 -0.0160828 0.00434073 -0.00249801 0.00769355
internal_weight=0 0.0109768 0.00966483 0.00837556 0.00723251 0.0024944 0.00473812 0.00369032 0.00268842
internal_count=3910 3423 3038 2810 2585 1080 1505 950 790
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=10
num_cat=0
split_feature=11 43 48 13 3 52 2 4 15
split_gain=2.49682e-05 4.98048e-05 9.60517e-05 4.56796e-05 6.93748e-05 0.000144475 5.07111e-05 4.38608e-05 5.03687e-05
threshold=0.079700000000000007 -0.053009999999999995 0.081315000000000012 -0.10939499999999998 -0.032959999999999996 -0.072349999999999984 0.10869000000000002 -0.070414999999999991 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 -1 -9
right_child=-2 3 -4 4 5 6 -8 8 -10
leaf_value=0.018685909243791619 -0.014632411845400728 0.0089665646436309556 0.036839971842175682 -0.031079553724713768 -0.032019433079290144 0.022917871019804723 -0.0047720130966817844 0.0097271938922222061 -0.020809192950751426
leaf_weight=0.0010076556646001233 0.001067784872518642 0.001987321882878805 0.0010104457724967736 0.0011036882861453837 0.0011635387840187757 0.0014421264605695783 0.0012216922808146432 0.0010127205159407161 0.001157605479493658
leaf_count=348 254 288 319 1184 160 185 122 597 453
internal_value=0 0.00137734 0.00998366 -0.00383299 -0.00899149 -0.002622 0.0102186 0.00144465 -0.00656026
internal_weight=0 0.0111068 0.00418843 0.00691837 0.00493105 0.00382736 0.00266382 0.00317798 0.00217033
internal_count=3910 3656 1717 1939 1651 467 307 1398 1050
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=12
num_cat=0
split_feature=14 147 52 4 4 15 0 2 150 0 0
split_gain=0.000208119 0.000150355 0.000125887 0.000109561 0.000174997 0.000113192 8.65553e-05 0.000142896 0.000109243 9.02945e-05 0.000101284
threshold=0.026890000000000004 1.0000000180025095e-35 0.17829500000000004 -0.49837999999999999 -0.14301 -0.26361999999999991 -0.10575999999999998 0.08400500000000001 0.082085000000000019 -0.084074999999999997 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -9 -8 -11
right_child=-2 -3 -4 4 5 6 9 8 -10 10 -12
leaf_value=-0.00055876840065793257 -0.00087161624514768825 0.00072899951977143035 -0.00063101564864394733 0.00065931782020273849 0.00060435506229121027 0.00072894633567314657 -0.00075710507949524458 -0.00046574529599989874 0.00027717170331727637 0.00022905789454730162 -0.00051448018035574487
leaf_weight=0.0010326401176456489 0.0010020951411110366 0.0011613443549330924 0.0011356380072571519 0.0018496115924819369 0.001048437113709306 0.0010865248267508719 0.0011252147834622216 0.0015430299313860217 0.0015014480997564 0.0015857484180441469 0.0012672449688028423
leaf_count=152 150 215 435 164 255 48 920 228 110 1056 177
internal_value=0 5.26604e-05 -6.95483e-06 5.19084e-05 0.000109199 -1.91135e-06 -8.02953e-05 0.000118499 -9.93602e-05 -0.000286725 -0.000101207
internal_weight=0 0.0143369 0.0131755 0.0120399 0.0110073 0.00915765 0.00810921 0.004131 0.00304448 0.00397821 0.00285299
internal_count=3910 3760 3545 3110 2958 2794 2539 386 338 2153 1233
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=9
num_cat=0
split_feature=52 0 16 160 52 16 2 3
split_gain=2.44642e-05 7.4165e-05 6.66978e-05 6.08445e-05 5.28664e-05 8.51464e-05 5.55025e-05 3.72181e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.26538000000000006 -1.0000000180025095e-35 0.11110500000000002 -0.17157499999999998 0.10679500000000001 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -7
right_child=3 2 -4 4 -6 7 -8 -9
leaf_value=-0.014007246072517261 -0.021783629240588305 0.02625101766024196 -0.0047834426194614558 0.017967902310274616 0.020466535076175619 -0.031875784485511059 -0.00955363529382703 -0.0060111052648526529
leaf_weight=0.001282870863835391 0.0014560751576154999 0.0018709733681260238 0.0010994427562214673 0.0019089728920156747 0.0011324252010720057 0.0010532061562665981 0.0011892820390738384 0.0011792740599905667
leaf_count=96 924 695 399 215 208 1066 202 105
internal_value=0 0.0060862 0.0147642 -0.00331648 0.000843949 -0.00332454 0.00740361 -0.0182132
internal_weight=0 0.00425329 0.00297042 0.00791924 0.00646316 0.00533074 0.00309825 0.00223248
internal_count=3910 1190 1094 2720 1796 1588 417 1171
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 47 48 16
split_gain=2.6783e-05 4.20873e-05 5.22261e-05 5.22014e-05 7.63239e-05 7.25651e-05 9.43567e-05 8.085e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.083815000000000014 0.085835000000000009 0.09252500000000001 0.086870000000000017 -0.095109999999999986
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=-0.022885597981082223 -0.014625193068574347 0.01632194109699206 -0.01726885498239181 0.021333706184529063 0.040020057148545833 -0.019058546664158568 -0.012529145041674529 0.0059789190831149343
leaf_weight=0.001299633378753922 0.0011389287858801439 0.0016285252929599424 0.001645753832394261 0.0012199023321960737 0.0012016985154689832 0.0010654825906090291 0.00126561300156206 0.0016635768510854169
leaf_count=996 187 237 535 987 226 166 141 435
internal_value=0 0.00148472 -0.00109631 0.00235319 -0.00121121 0.00420964 0.0102112 0.0202558
internal_weight=0 0.0109902 0.00936166 0.00771591 0.006496 0.00519637 0.00413089 0.00286528
internal_count=3910 3723 3486 2951 1964 968 802 661
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=9
num_cat=0
split_feature=42 160 474 43 3 2 15 43
split_gain=2.74919e-05 4.57283e-05 8.44977e-05 6.3903e-05 6.97491e-05 4.78734e-05 5.87869e-05 4.08259e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 -0.073139999999999983 -0.078669999999999976 0.087995000000000004 -0.073314999999999991 0.00093000000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8
right_child=1 3 -4 5 -6 6 7 -9
leaf_value=-0.011883769657192967 -0.026824404495203777 0.0029330513024265733 0.011527288146773089 -0.013901659008092799 0.036749145347110566 0.020510604524023604 -0.017965560348809254 0.0091909943939197294
leaf_weight=0.001682145134210577 0.0013406991589044784 0.0012869563329288569 0.0010052054362029122 0.0017902022602682092 0.0011594730494931919 0.0016020896355522863 0.0011277993701037181 0.0010872898715904473
leaf_count=1060 723 348 317 517 266 230 310 139
internal_value=0 0.00189553 -0.0103909 0.00547432 0.01896 -0.000409322 0.00591839 -0.0046356
internal_weight=0 0.0103997 0.0023459 0.00805381 0.00244643 0.00560738 0.00381718 0.00221509
internal_count=3910 2850 1040 1810 614 1196 679 449
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 0 13
split_gain=2.23149e-05 4.55079e-05 4.96554e-05 5.75595e-05 9.31275e-05 7.35709e-05 5.45137e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.097940000000000013 -0.16443499999999997 -0.026374999999999999
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=-0.010710577978558851 -0.014967775481803329 0.026418337331326855 -0.012649709765739934 -0.026336320274061787 -0.0034313660234603673 0.027142366168748502 0.0017147454425537054
leaf_weight=0.0016798875748076274 0.0014123561330647615 0.0013374911004217747 0.0014418299936956895 0.0011612281892066868 0.0013035916265491387 0.0019863493032445285 0.0017174347476424962
leaf_count=1060 521 424 245 989 136 352 183
internal_value=0 0.00171418 0.00434728 0.0076122 0.00353461 0.015028 -0.00960082
internal_weight=0 0.0103603 0.00894792 0.00750609 0.0061686 0.00328994 0.00287866
internal_count=3910 2850 2329 2084 1660 488 1172
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=10
num_cat=0
split_feature=474 160 42 43 3 49 0 48 12
split_gain=2.40444e-05 7.23945e-05 6.76892e-05 5.49595e-05 5.58367e-05 3.59604e-05 5.1872e-05 8.56345e-05 5.8178e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 -0.078669999999999976 0.024250000000000004 -0.10131499999999999 0.085265000000000021 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -8
right_child=-2 2 3 5 -6 -7 8 -9 -10
leaf_value=-0.020204382941448742 0.014696231195476611 -0.018769635771983487 0.0036782376026156883 0.024862054073699315 0.034310508120781187 0.016792595952720521 -0.03023464250877252 -0.013836155261113474 0.0023288003203516985
leaf_weight=0.0017222854598706412 0.0010167337673881475 0.0013284060999042375 0.0012452892569154439 0.0012236383579241009 0.0011396354514097975 0.0010536871884982181 0.0011507243058625502 0.0010734965016587772 0.0010486293372024558
leaf_count=927 424 869 264 163 261 158 628 95 121
internal_value=0 -0.00137777 0.0021225 0.00562003 0.0183159 0.000164599 -0.00373193 0.00677762 -0.0147087
internal_weight=0 0.0109858 0.00926351 0.0079351 0.00238492 0.00555018 0.00449649 0.00229713 0.00219935
internal_count=3910 3486 2559 1690 525 1165 1007 258 749
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=9
num_cat=0
split_feature=151 4 52 4 3 43 2 3
split_gain=2.23609e-05 6.48051e-05 6.50999e-05 4.81889e-05 5.28652e-05 0.000131054 4.32758e-05 7.96553e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.0021099999999999995 0.096385000000000012 -0.074254999999999988 0.106285 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.011499135618335951 -0.01494115521891695 0.01946827319082798 -0.023954585543898205 0.006892794133463347 0.0098846461113010157 -0.04069331998584081 0.026146218671843094 0.017726576650719954
leaf_weight=0.0014846456426809247 0.0013778367493805259 0.0017024915461955883 0.001156785093859144 0.001208797127861371 0.0012113572352092095 0.0011103776245086879 0.0010733739187607488 0.0016287352357557839
leaf_count=406 1266 375 550 242 77 375 257 362
internal_value=0 0.00161467 -0.00185227 0.00150726 -0.00704685 -0.0158905 0.00890946 0.00275577
internal_weight=0 0.0104698 0.00876726 0.00761048 0.00353053 0.00231917 0.00407995 0.00300657
internal_count=3910 3504 3129 2579 694 617 1885 1628
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=11
num_cat=0
split_feature=457 49 15 12 0 13 13 1 2 3
split_gain=4.64755e-05 6.53771e-05 0.000145118 9.13762e-05 9.71219e-05 0.000179264 7.8997e-05 7.50272e-05 8.69958e-05 8.58771e-05
threshold=-0.0034949999999999994 -0.029304999999999998 -0.073314999999999991 0.051320000000000005 -0.053834999999999994 -0.081864999999999979 -0.084184999999999996 0.11198000000000001 0.083795000000000022 -0.011169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 -5 8 -3 -10
right_child=1 3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00040266925538882183 0.000697093584963725 0.00040522709957107635 -0.00014191831239240808 -0.00037041252294656678 4.4735457875397399e-05 -0.001099683179392861 0.00030606639950012251 0.00043653659736018411 0.00010729903792382867 -0.00069254761571274236
leaf_weight=0.0010083056381467734 0.0015916944391659998 0.0010616067262370962 0.0015786796635617129 0.0011852278835237299 0.0010067877520535951 0.001102516865208303 0.0015082514227926333 0.0019842454977410185 0.0010510382542850683 0.0010139773315870949
leaf_count=316 193 92 263 607 41 241 1548 318 92 199
internal_value=0 3.42153e-05 0.00027931 -4.41657e-05 -0.000238357 -0.000553443 8.39131e-06 0.00013832 -5.09369e-05 -0.000285447
internal_weight=0 0.013084 0.00317037 0.00991365 0.00480278 0.0021093 0.00269348 0.00511087 0.00312662 0.00206502
internal_count=3910 3594 456 3138 2437 282 2155 701 383 291
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=9
num_cat=0
split_feature=12 13 16 15 1 160 16 0
split_gain=2.39173e-05 3.77964e-05 4.72907e-05 4.57465e-05 6.22589e-05 4.92266e-05 8.11185e-05 3.36911e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 -0.0063699999999999989 0.079355000000000023 0.084835000000000008 -0.055679999999999993 -0.15007499999999999
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=-0.011816222404963463 -0.013831156844651979 0.015568267550693958 -0.016618605690163123 -0.0040867431152739235 0.027151521539221436 0.013518779248607919 -0.030342448071678886 0.011510443195525416
leaf_weight=0.001114988181938948 0.0011335486357108007 0.001610731584734207 0.001607495643848671 0.0011603939688314387 0.0014172413194716328 0.0012914680110931963 0.0012153232626202302 0.0013923838746604871
leaf_count=156 187 237 535 913 547 278 482 575
internal_value=0 0.00143711 -0.00103716 0.00226208 0.0130888 -0.0033036 -0.00913958 0.00113745
internal_weight=0 0.01081 0.00919929 0.0075918 0.00257764 0.00501416 0.0037227 0.00250737
internal_count=3910 3723 3486 2951 1460 1491 1213 731
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=9
num_cat=0
split_feature=1 4 159 42 0 48 1 1
split_gain=2.2062e-05 7.42225e-05 4.76881e-05 4.86223e-05 7.10986e-05 6.70113e-05 6.24473e-05 4.77173e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 0.088115000000000013 -0.099024999999999988 0.086215000000000014 0.10420500000000001 0.12485500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -6
right_child=2 -3 -4 -5 7 -7 -8 -9
leaf_value=0.006488823449405115 0.032077067339543186 -0.022690093319944985 0.022610169666178757 0.015670010940369315 -0.034789670543070056 -0.012475930926022706 -0.0015086418815134575 -0.0045679612316088082
leaf_weight=0.0019355484459002571 0.0010918630871633336 0.0015861565840328102 0.0010593394036285788 0.0015449502292392055 0.0010010748680105023 0.0014727231324244139 0.0011230180011586872 0.0010927036445250024
leaf_count=408 132 1584 384 527 483 159 122 111
internal_value=0 -0.0066532 0.00277839 -8.91529e-05 -0.00430045 0.00405573 0.015048 -0.0190175
internal_weight=0 0.00352171 0.00838567 0.00732633 0.00578138 0.0036876 0.00221488 0.00209378
internal_count=3910 1992 1918 1534 1007 413 254 594
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=10
num_cat=0
split_feature=12 1 3 1 52 1 3 0 3
split_gain=2.01609e-05 3.36051e-05 7.83572e-05 4.01671e-05 7.54058e-05 7.76505e-05 7.54207e-05 6.96981e-05 2.88852e-05
threshold=0.11655500000000001 0.11561500000000001 0.10856000000000002 0.11052000000000002 0.10599500000000002 0.10264000000000002 0.090325000000000003 -0.060094999999999989 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0052623447841745339 -0.012722897778523524 0.02878934558012284 -0.0083933063230825274 -0.01999678901063549 -0.023662566282308034 0.030541958713726072 0.022874534328543951 0.011850591771306915 -0.025820234409335521
leaf_weight=0.0013954298903199568 0.0011288327501284912 0.0012604390921423778 0.0010298192046821653 0.0010393207692822835 0.0010622726996395559 0.0010105118291743875 0.0011593115898965861 0.0014399689901772577 0.0013395866438555924
leaf_count=1833 187 298 190 124 543 219 129 206 181
internal_value=0 0.0013262 0.0120701 -0.00158702 0.000996133 0.00512459 0.000309605 -0.00595623 -0.0153314
internal_weight=0 0.0107367 0.00229026 0.0084464 0.00740708 0.00634481 0.0053343 0.00417499 0.00273502
internal_count=3910 3723 488 3235 3111 2568 2349 2220 2014
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 51 0 0
split_gain=2.10705e-05 3.93047e-05 5.94145e-05 5.86309e-05 6.05779e-05 5.54733e-05 3.98261e-05 3.00922e-05
threshold=0.079700000000000007 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 -0.07742499999999998 -0.10303999999999998 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -6
right_child=-2 2 3 5 7 6 -8 -9
leaf_value=-0.012784181565054143 -0.013665697084270446 0.023518840727983097 -0.023920478062526541 -0.0090394128310400217 0.01252006091109812 0.026700100504275279 0.002571740342633144 -0.010565459620356227
leaf_weight=0.0016745243303845038 0.0010310766631542673 0.0013182774965152574 0.0015069556217768478 0.001198056120727398 0.00123114509199535 0.0016428194718571551 0.0011722088520365265 0.0010429939843082242
leaf_count=399 254 137 1031 163 1232 187 406 101
internal_value=0 0.00129716 0.00388478 0.000563952 -0.00837133 0.0089827 0.0166528 0.00193229
internal_weight=0 0.010787 0.00911246 0.00779418 0.00378109 0.00401308 0.00281503 0.00227414
internal_count=3910 3656 3257 3120 2364 756 593 1333
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=9
num_cat=0
split_feature=150 2 49 42 14 4 160 52
split_gain=2.3533e-05 8.17192e-05 5.45325e-05 8.17407e-05 4.80761e-05 8.7755e-05 0.000106289 0.000101572
threshold=0.077110000000000012 0.090695000000000012 -0.00064499999999999985 0.091955000000000023 -1.0000000180025095e-35 0.17888000000000001 -0.026849999999999995 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.024429755959909337 -0.0094611458531702192 0.025239411520002749 -0.015379696965864678 -0.023788269120855118 0.028055919550939112 0.0332971802976307 -0.022757936194945941 0.011166078852285924
leaf_weight=0.0010039889936804486 0.001336433124935124 0.0013788627360257848 0.0010337874467755571 0.001200569819291261 0.0011798977642673496 0.0011115279890432529 0.0018533353498779315 0.0016850372633740274
leaf_count=355 265 258 142 733 464 209 884 600
internal_value=0 0.00816025 -0.00245199 0.000284248 0.00449498 0.00801932 0.00206438 -0.0066027
internal_weight=0 0.0027153 0.00906814 0.00806416 0.00686359 0.0058298 0.00471827 0.00353837
internal_count=3910 523 3387 3032 2299 2157 1948 1484
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 42 43 42 3 2 52
split_gain=9.71853e-05 6.81567e-05 9.62007e-05 0.000132286 6.56251e-05 6.1823e-05 6.96537e-05 8.7422e-05 6.62759e-05 0.000109006 4.43991e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.087480000000000016 -1.0000000180025095e-35 -0.15109999999999998 0.084435000000000024 0.090325000000000003 0.083585000000000007 0.095040000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 8 9 -8 -10
right_child=1 5 3 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.00058400437897036795 -0.00027458793314203182 -0.00049431937854116294 -0.00010552476232238646 0.00032336006281388172 0.00098211117024582083 0.00046761904489069951 -0.00013637877037545433 -0.00052709277012946189 -0.00040903336192395928 0.00067906534627290734 0.00010417265591077226
leaf_weight=0.0010090548301197296 0.0010947963710357051 0.0010864947878939137 0.001330304767445778 0.0011069551589246249 0.0012246495138792026 0.0010769267295746019 0.0012636814785224881 0.0012920840064864769 0.0014230422691081457 0.0012573875625237763 0.0011901589884103086
leaf_count=612 379 769 62 213 339 90 115 935 157 158 81
internal_value=0 4.70968e-05 0.000235392 0.00038786 0.000669362 -5.71741e-05 6.12566e-06 -7.12113e-05 4.35153e-05 0.000270325 -0.000175298
internal_weight=0 0.0133465 0.00475671 0.00366191 0.0023316 0.00858978 0.00750328 0.00642635 0.00513427 0.00252107 0.0026132
internal_count=3910 3298 993 614 552 2305 1536 1446 511 273 238
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=9
num_cat=0
split_feature=49 3 42 15 16 16 12 48
split_gain=2.22713e-05 9.46911e-05 5.69805e-05 5.16535e-05 8.55321e-05 7.88683e-05 6.44229e-05 3.12119e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 -0.038029999999999987 -0.055679999999999993 -0.4387299999999999 0.051320000000000005 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 -3
right_child=2 7 -4 6 -6 -7 -8 -9
leaf_value=0.031113030643437501 -0.017788497381535127 -0.017993171213607547 -0.021790323865563857 0.021200825276345481 -0.031024846679822145 0.020111343453500862 -0.0042277190957394689 0.0066350449416578069
leaf_weight=0.0010849240608012669 0.0010023576875266779 0.0010056752634316317 0.0013150827637959774 0.0019945977856554767 0.0011109260813127828 0.0012141626239578595 0.0019906697176280195 0.0010537748234125399
leaf_count=180 183 221 756 233 479 380 1320 158
internal_value=0 0.00720392 -0.00262677 0.000819507 -0.00837829 0.00297223 0.00849908 -0.00539146
internal_weight=0 0.00314437 0.0086278 0.00731271 0.00332745 0.00221652 0.00398527 0.00205945
internal_count=3910 559 3351 2595 1042 563 1553 379
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=11
num_cat=0
split_feature=484 15 159 49 0 43 0 150 49 52
split_gain=0.000113331 8.49826e-05 9.51588e-05 9.78823e-05 8.33234e-05 9.60188e-05 7.17648e-05 0.00014185 5.84109e-05 2.96871e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.078065000000000009 -0.006494999999999999 -0.083564999999999987 -0.15648499999999999 -0.074249999999999997 0.077110000000000012 1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 7 8 -2 -8
right_child=1 2 -4 4 5 -7 9 -9 -10 -11
leaf_value=-0.00064310279781322986 2.4775230635729925e-05 -0.00067122093193392688 0.00041517630644586582 0.00038987230826781236 0.00020844368380889823 -0.00054251955582670659 0.00024939868733669864 0.00050313270197269774 -0.00052119959666696569 0.0007164777560451672
leaf_weight=0.0010008695116647424 0.0019241295194063492 0.0014214206828341751 0.0010488677358047281 0.0010899521418510001 0.0010708939594450918 0.0016839469093604853 0.0010026519775581146 0.0017788691682529278 0.0012381549121108968 0.0010940253174053401
leaf_count=612 315 209 206 524 103 833 213 241 428 226
internal_value=0 4.09816e-05 -0.000124153 -0.00023157 -6.90313e-05 -0.000250596 0.000189157 6.01787e-05 -0.000188995 0.000493116
internal_weight=0 0.0133529 0.00631508 0.00526621 0.00384479 0.00275484 0.00703783 0.00494115 0.00316228 0.00209668
internal_count=3910 3298 1875 1669 1460 936 1423 984 743 439
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=9
num_cat=0
split_feature=15 15 15 3 150 3 3 12
split_gain=2.59991e-05 5.03712e-05 3.71684e-05 9.55056e-05 8.84229e-05 5.98679e-05 6.82327e-05 6.68318e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.03231499999999999 -0.074234999999999982 0.08486500000000001 0.10666500000000002 -0.016619999999999996 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4
right_child=1 2 5 4 -6 -7 -8 -9
leaf_value=0.013045004104744587 -0.021761171153689661 0.031472991251768098 0.014609248564212897 -0.01903682804989705 0.019108963937021838 0.012082529252671656 -0.031278692864965402 -0.016177291342385016
leaf_weight=0.0013508116373799469 0.0011174151440093332 0.0012144204875366871 0.0012627896800837405 0.0014229529081207053 0.0010606116968938989 0.0015782503464829584 0.0011665401768725177 0.0015966636912285721
leaf_count=302 312 619 270 341 162 114 189 1601
internal_value=0 -0.00170025 0.000709534 0.00849114 -0.00274658 -0.0044252 -0.0108965 -0.00258136
internal_weight=0 0.0104196 0.00930223 0.00369799 0.00248356 0.00560424 0.00402599 0.00285945
internal_count=3910 3608 3296 1122 503 2174 2060 1871
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=9
num_cat=0
split_feature=15 15 151 2 12 52 4 2
split_gain=2.11051e-05 4.10056e-05 3.43107e-05 5.05051e-05 7.21702e-05 9.28193e-05 0.000148748 6.36946e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.076429999999999984 0.10113500000000002 0.093125000000000013 -0.087094999999999992 -0.0025899999999999994 0.11165000000000001
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=0.011760595697523133 -0.019678560892563004 0.013836144524981282 -0.029355630139285022 -0.032825875904366988 0.023823462771866633 0.027553552251929493 -0.020298119096628462 -0.0010986575923534012
leaf_weight=0.0013486271400749558 0.001112388261094977 0.001624974432008929 0.0010026449794050961 0.0010243558451667419 0.0013217590697066806 0.0014692194431021855 0.0011645044764590951 0.0016552042031916284
leaf_count=302 312 487 280 265 553 1033 290 388
internal_value=0 -0.00153735 0.000641292 -0.00216601 0.00381204 -0.00346178 0.00639587 -0.0132275
internal_weight=0 0.0103751 0.00926266 0.00763769 0.00495813 0.00363637 0.00263372 0.00267956
internal_count=3910 3608 3296 2809 2156 1603 1323 653
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 16 13 3 3
split_gain=2.21565e-05 4.60426e-05 6.26726e-05 5.63901e-05 6.44819e-05 8.89041e-05 6.55108e-05 5.14567e-05 9.02858e-06
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.094010000000000024 -0.008069999999999999 -0.032264999999999995 0.11818000000000002 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -5 -8
right_child=-2 -3 3 7 5 -7 8 -9 -10
leaf_value=-0.02691039435277727 0.013780773520640794 0.018396837454657068 -0.017285000842034728 0.02158549223837708 -0.040073067219492386 -0.0024315290822757305 0.019333412069835149 -0.0068568764472520562 0.0063875988029921602
leaf_weight=0.001027375813148791 0.001059573759374966 0.0010592421490461202 0.0010576613181768535 0.0017223304151756909 0.0010757988503590776 0.0015056108100846631 0.0011181068700202427 0.0010085476371133328 0.0010396161629635456
leaf_count=136 225 276 1233 313 390 410 713 92 122
internal_value=0 -0.00138438 -0.00357726 -0.000766192 -0.0063476 -0.0181186 0.00310252 0.0110814 0.013096
internal_weight=0 0.0106143 0.00955505 0.00852767 0.00579679 0.00258141 0.00321538 0.00273088 0.00215772
internal_count=3910 3685 3409 3273 2868 800 2068 405 835
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=9
num_cat=0
split_feature=42 51 12 43 2 0 15 15
split_gain=2.24949e-05 4.9098e-05 4.23222e-05 4.90802e-05 8.25486e-05 6.91047e-05 0.00010056 2.84144e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.092175000000000021 -0.15517999999999996 -0.021529999999999997 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -5
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.010967558078781664 -0.015859722716570362 0.025255574617405182 -0.011401862763473616 0.00069570542715344805 -0.0032711209871016545 0.047247214904528191 0.0038445964059484411 -0.021482527015907853
leaf_weight=0.0016134803973073585 0.0013664245026579385 0.0012946173810419077 0.0013966850372004172 0.0010971971403118618 0.0015026713681050088 0.00102811641507685 0.0011103274528866166 0.0012200140964904547
leaf_count=1060 521 424 245 241 158 288 211 762
internal_value=0 0.00175555 0.00453832 0.00760789 0.00377343 0.0131633 0.0247116 -0.0109812
internal_weight=0 0.0100161 0.00864963 0.00725294 0.00595833 0.00364112 0.00213844 0.00231721
internal_count=3910 2850 2329 2084 1660 657 499 1003
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 52 12 3
split_gain=2.73219e-05 4.81375e-05 6.57406e-05 7.68257e-05 7.85555e-05 6.96924e-05 6.24729e-05 6.10565e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.091555000000000011 0.088060000000000013
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=-0.017850639033948436 -0.015464767197397519 -0.017571540938773299 0.035598587635295824 -0.01644941242011758 -0.014578320498332671 0.030940339718927175 -0.0043032219527800227 0.00013112932149965303
leaf_weight=0.0012090851306784433 0.0010404079504646368 0.001173622303464089 0.0013384214259885624 0.001181408187151056 0.0010160814506484685 0.0017077510785242197 0.0018886920819749875 0.0010319151600490899
leaf_count=346 715 729 252 243 365 746 394 120
internal_value=0 0.00152088 0.00391141 0.00713425 0.0111243 0.0155012 0.00968945 0.0193358
internal_weight=0 0.010547 0.00937335 0.00816427 0.00698286 0.00596678 0.00462836 0.00273967
internal_count=3910 3195 2466 2120 1877 1512 1260 866
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=12
num_cat=0
split_feature=42 376 50 160 4 47 1 0 151 16 47
split_gain=5.44403e-05 6.50853e-05 6.50503e-05 7.57252e-05 6.35282e-05 8.59832e-05 0.000131514 0.000102916 9.6518e-05 5.78351e-05 4.84645e-05
threshold=-0.10770999999999999 1.0000000180025095e-35 0.086465000000000014 0.091575000000000017 -0.23071499999999998 0.077065000000000008 0.11235500000000002 -0.070894999999999986 -0.016164999999999995 -0.095109999999999986 0.10678000000000001
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 -7
right_child=1 -3 -4 -5 5 10 -8 -9 9 -11 -12
leaf_value=-0.00043287565797332209 -0.00030397496674506452 0.00048162810737674525 -0.00047729836373655484 -0.00043170130990673444 0.00041398312183376387 -0.00048123832408765129 0.0008010321753271569 0.00058901620931046202 4.5394786518946874e-05 -0.00058394200504730432 0.00010227350081427413
leaf_weight=0.0010472700608285266 0.001338653017881484 0.0011293502613005458 0.0010484686142694785 0.0011924261354472219 0.0010978014498497757 0.0010464921150929981 0.001411933707320452 0.0012875458876538664 0.001038981730692474 0.0012214068321937522 0.0011471151692965149
leaf_count=241 208 197 645 267 195 191 294 272 217 1017 166
internal_value=0 3.18906e-05 -1.10406e-05 3.4298e-05 9.2241e-05 0.000156521 0.00027697 0.000117697 -6.30087e-05 -0.000294669 -0.000176099
internal_weight=0 0.0129602 0.0118308 0.0107824 0.00958993 0.00825128 0.00605767 0.00464574 0.00335819 0.00226039 0.00219361
internal_count=3910 3669 3472 2827 2560 2352 1995 1701 1429 1234 357
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 52 12 3
split_gain=2.21375e-05 3.92325e-05 5.37849e-05 6.26348e-05 6.44285e-05 5.79013e-05 5.14683e-05 5.32593e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.091555000000000011 -0.023079999999999996
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=-0.016140969741991255 -0.013908470540078675 -0.015855584341314143 0.032446497570946697 -0.01482972916340136 -0.013197109573772171 0.034970340871334764 -0.0039121510213291754 0.0063608173749244538
leaf_weight=0.0012101730814078433 0.0010419225385858389 0.0011746916921546178 0.0013270833142702441 0.0011825650119675199 0.0010174172008634609 0.0010675176559951883 0.0018950827562640876 0.0016664556388294211
leaf_count=346 715 729 252 243 365 690 394 176
internal_value=0 0.00137121 0.00353175 0.00645071 0.0100594 0.014032 0.00875289 0.0175318
internal_weight=0 0.010541 0.00936629 0.00815612 0.00697356 0.00595614 0.00462906 0.00273397
internal_count=3910 3195 2466 2120 1877 1512 1260 866
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=9
num_cat=0
split_feature=15 42 15 2 0 0 15 16
split_gain=2.25951e-05 4.43873e-05 0.000113677 6.22555e-05 6.06264e-05 5.14834e-05 7.65692e-05 3.76769e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.033649999999999992 0.086245000000000002 -0.097024999999999986 -0.14136999999999997 -0.095799999999999982 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.038022662023540404 -0.011143228960420547 0.0062104581529896109 -0.034917180806093615 -0.027874138387066361 0.0052239309966312358 0.021262548864723254 0.0079461039194793064 -0.0040660834162123205
leaf_weight=0.001003298709615413 0.0015718778401619367 0.0018629531872980578 0.0010513121180860388 0.0012533301720954134 0.0012858560510967433 0.0013162289626646802 0.0011391436952638665 0.0010604500986513255
leaf_count=101 1436 834 350 146 238 423 128 254
internal_value=0 0.00175652 -0.00862621 0.00604338 0.0195991 -0.000463235 -0.0108188 0.00996117
internal_weight=0 0.00997257 0.00291427 0.00705831 0.00228915 0.00476915 0.00239247 0.00237668
internal_count=3910 2474 1184 1290 339 951 274 677
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=10
num_cat=0
split_feature=484 15 11 4 15 1 16 15 48
split_gain=5.86433e-05 4.49391e-05 4.59198e-05 6.37858e-05 7.06853e-05 0.000109622 9.83191e-05 6.32806e-05 9.80793e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.07677500000000001 -0.0017649999999999999 0.079360000000000014 0.077800000000000022 0.20277000000000003 -0.017214999999999998 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -5
right_child=1 2 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.00044594014563575566 0.00038101997877051908 -0.0003511250003251681 -0.00039218789755390718 -0.0005535805819342043 -0.00027201401603323778 0.00067490181930064761 0.00045776860170745383 0.0002115949994269329 0.00011273921105304122
leaf_weight=0.0010314038396418623 0.0013314234909359351 0.0012327570943957461 0.0010412340909520925 0.0019581002550844869 0.0010028192353261096 0.0017792395077841096 0.0010872375631712948 0.0015558540998430359 0.0014998972514028664
leaf_count=627 278 312 219 412 1160 393 116 155 238
internal_value=0 4.05302e-05 -1.01731e-07 4.02559e-05 0.000194604 0.000308756 2.79532e-05 -0.000116808 -0.000264566
internal_weight=0 0.0124886 0.0111571 0.0101159 0.00510205 0.00409923 0.00231999 0.00501385 0.003458
internal_count=3910 3283 3005 2786 1981 821 428 805 650
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=9
num_cat=0
split_feature=4 151 52 15 3 2 4 2
split_gain=2.63495e-05 4.00016e-05 5.2316e-05 6.97099e-05 8.52084e-05 7.1508e-05 4.77106e-05 8.75051e-06
threshold=0.28937500000000005 -0.024429999999999997 0.11401500000000002 -0.017214999999999998 0.10666500000000002 0.090695000000000012 -0.076854999999999993 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=0.011202120036093225 0.0036819064243713596 -0.029747364666303053 -0.026195693702689461 0.0066550271244816888 0.030074396583844448 0.0036275336644094446 -0.019925987060430975 0.016772324101179441
leaf_weight=0.001800759373259647 0.0010092256728140643 0.0014406663367465184 0.0010414369442627355 0.0019253667271626534 0.001085895489069344 0.0011579676706048397 0.001040013741295899 0.0010336823262303914
leaf_count=558 171 422 514 1108 63 449 370 255
internal_value=0 -0.00221411 -0.00535523 -0.00209142 0.00610862 -0.0148753 -0.00266743 0.0103055
internal_weight=0 0.00949211 0.00769135 0.00664991 0.00405128 0.00259863 0.00296538 0.00204291
internal_count=3910 3484 2926 2412 1541 871 1478 426
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=9
num_cat=0
split_feature=1 0 2 159 43 13 52 1
split_gain=2.38432e-05 6.08644e-05 4.54433e-05 3.80831e-05 5.0144e-05 5.34916e-05 9.94548e-05 6.71896e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 0.073745000000000019 -0.080894999999999981 -0.060719999999999989 1.0000000180025095e-35 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.026081179919367377 -0.014799166967405703 0.017119264751176727 -0.010872572441547428 0.021225284015577401 0.020304445125051918 0.0012003870605175951 0.025171118902801395 -0.030841321590519107
leaf_weight=0.0011223401392930297 0.0016610651231749344 0.0010931423189366547 0.0012354439068991187 0.0010019999764087273 0.0016147400755092437 0.0016689359529562335 0.0010225795891234835 0.001076616256260486
leaf_count=1642 359 105 261 380 513 411 115 124
internal_value=0 -0.00695193 0.00226805 0.00298416 0.000389355 0.00507628 -0.00144937 -0.0113642
internal_weight=0 0.00345093 0.00232859 0.00804594 0.00704394 0.00538287 0.00376813 0.00274555
internal_count=3910 2008 366 1902 1522 1163 650 535
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=11
num_cat=0
split_feature=484 1 51 2 12 12 3 4 1 3
split_gain=8.40739e-05 5.8377e-05 6.91598e-05 6.25924e-05 0.000115085 0.000100765 0.000118209 0.000115568 6.51394e-05 4.89154e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.098845000000000016 0.085185000000000025 0.11818000000000002 0.0057500000000000008 0.095575000000000007 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 7 -5 -4 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00053820762096670337 0.00043460159447857851 0.00045707536331765595 -0.00061836178988126142 -0.0001234788518469172 -0.00056034225931954882 0.00053749442186978164 -0.00049547321359872309 0.000679181354752706 -0.00035560277813711133 0.00024841446263941541
leaf_weight=0.0010716121217424187 0.001215658363308318 0.0011397686977032339 0.0013223117199663102 0.0016602818191862974 0.0010273127825190494 0.0018032489866128499 0.0013463060404371174 0.0011796763874890029 0.001056433124455556 0.0010066618843035634
leaf_count=627 367 216 895 254 278 688 108 194 91 192
internal_value=0 3.36076e-05 -7.93653e-06 -5.96538e-05 4.59945e-05 0.000149993 -1.69254e-05 0.000209934 -0.000278628 -6.088e-05
internal_weight=0 0.0127577 0.0116179 0.0104022 0.00701683 0.00598951 0.00418626 0.00283996 0.00338541 0.0020631
internal_count=3910 3283 3067 2700 1522 1244 556 448 1178 283
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=12
num_cat=0
split_feature=48 2 0 4 52 2 0 3 457 0 0
split_gain=0.000127643 0.000172453 0.000104321 0.000102332 8.95961e-05 0.000110944 8.39291e-05 7.17978e-05 0.000132928 9.828e-05 0.000106902
threshold=0.12675000000000003 0.10946500000000002 -0.17106499999999999 0.022820000000000003 0.084240000000000023 0.099015000000000006 -0.045139999999999993 0.090325000000000003 0.083280000000000007 -0.070174999999999987 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -6 8 9 10 -1
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00010510922664078891 -0.00066468469064670651 0.00090677094470673276 0.00060154023244006092 -0.00020153516949555575 -0.00083676614404774472 0.00057152894104332689 -0.00010629021751502605 0.00031533886150618602 -0.0008131522540937849 0.0003142528756090287 -0.00069004733679640267
leaf_weight=0.0013523247124515431 0.0010493017212821537 0.00113698500223314 0.0011839892532599708 0.0012584381349649333 0.0010259888577453012 0.0011897787561733304 0.0014728277897855038 0.0014250930125013148 0.0010308160090832311 0.0018467539404301726 0.0012517152946401012
leaf_count=164 131 89 267 306 985 275 78 119 165 248 1083
internal_value=0 4.4053e-05 0.000416153 0.000187763 -8.16535e-05 1.85163e-05 -0.000406216 -7.67481e-05 -0.000178682 -3.17366e-05 -0.000277108
internal_weight=0 0.0141747 0.00357941 0.00244243 0.0105953 0.00809648 0.00249882 0.0069067 0.00548161 0.00445079 0.00260404
internal_count=3910 3779 662 573 3117 2054 1063 1779 1660 1495 1247
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=12
num_cat=0
split_feature=484 42 43 131 16 16 160 4 4 1 0
split_gain=9.4961e-05 5.70052e-05 8.82152e-05 6.283e-05 5.56436e-05 8.62705e-05 5.69208e-05 8.62624e-05 0.000114994 9.53487e-05 0.00010682
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.18906999999999999 0.088565000000000019 0.15737500000000001 0.011450000000000002 -1.0000000180025095e-35 -0.060264999999999992 0.0051950000000000008 0.11215000000000001 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 10 -10
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00057119691436969243 -0.00041034956089106879 0.00058327993239578365 -0.00037035780358404846 -0.00043171327575187258 -0.0002972343904547039 0.00063795500951276942 0.00060286503567339854 -0.00050159102073492323 0.00091560832149917976 -0.0002061670571731594 3.1364804441216683e-05
leaf_weight=0.0010637771125249071 0.0010012483258238026 0.0011892386792377889 0.0010464673632976989 0.0010646735496093193 0.0013534188428488874 0.0011180057809435928 0.0011691258774563012 0.0012523216824686014 0.0010068916846312781 0.0013985763396060832 0.0010980618905654677
leaf_count=627 213 151 467 476 367 172 720 273 70 189 185
internal_value=0 3.86864e-05 7.7124e-05 1.98376e-05 7.07494e-05 0.000132316 5.12265e-05 0.000125687 8.38235e-06 0.00019067 0.000454337
internal_weight=0 0.012698 0.0116968 0.0105075 0.00944287 0.00808945 0.00697144 0.00592498 0.00475585 0.00350353 0.00210495
internal_count=3910 3283 3070 2919 2443 2076 1904 1437 717 444 255
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=12
num_cat=0
split_feature=41 484 133 150 3 16 1 160 12 2 52
split_gain=8.1311e-05 7.82414e-05 8.48646e-05 0.000106058 0.000163597 7.77767e-05 0.000102474 6.61314e-05 7.53569e-05 0.000174883 5.17718e-05
threshold=0.078150000000000011 -1.0000000180025095e-35 0.087485000000000021 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12864500000000004 -0.080734999999999987 0.095295000000000019 0.091985000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 9 10 -9
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00048193651281981973 -0.00054945870408403094 0.00076274722851567538 -0.00037608857378309375 -0.00042412416394371018 -0.00038226203644653207 -0.00040322941334387796 0.0006599221387695969 -0.00035660085409569054 -0.00030223988549857154 0.00087672123317126009 0.00022517026399763272
leaf_weight=0.0010651498175452629 0.0010062964724080721 0.0016364175881583469 0.0014400491451485023 0.0011858971577812924 0.0011786757245233967 0.001019609817677132 0.0012965018918551369 0.0010401475533447183 0.0011016582821032636 0.0012521060385911947 0.0013531790901314268
leaf_count=607 201 220 794 114 197 365 121 204 224 231 632
internal_value=0 2.82059e-05 7.16614e-05 0.000129938 0.000196453 8.40162e-05 0.000161827 4.98421e-05 0.000147156 0.000282964 -2.76694e-05
internal_weight=0 0.0135694 0.0125042 0.0110642 0.0098783 0.00824188 0.0070632 0.0057667 0.00474709 0.00364543 0.00239333
internal_count=3910 3709 3102 2308 2194 1974 1777 1656 1291 1067 836
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=12
num_cat=0
split_feature=42 43 376 4 47 1 47 48 16 52 16
split_gain=8.27383e-05 0.000103831 9.03249e-05 0.000124675 9.08174e-05 8.34872e-05 7.51875e-05 6.99996e-05 7.31619e-05 3.61429e-05 2.03886e-05
threshold=-0.10770999999999999 -0.18906999999999999 1.0000000180025095e-35 -0.23071499999999998 0.086425000000000016 0.079355000000000023 0.10678000000000001 0.086065000000000016 -0.077034999999999978 -0.023079999999999996 -0.080824999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 -6 8 -7 -10 -5
right_child=1 2 -4 4 6 7 -8 -9 9 -11 -12
leaf_value=-0.00055184387073451584 0.00057086277823538509 -0.00061572733477026093 0.00053553512178406185 -2.5564948579488458e-05 -0.00074076946691343116 0.00067264487909555711 8.0310679841975323e-06 -0.00012438667063521182 0.00039067675925335334 -0.00013253488836214731 -0.0004154061032899526
leaf_weight=0.001003005961222163 0.0012461420170192571 0.0014311347809282714 0.0010134905836574554 0.0010025023921387106 0.0010080017874533624 0.0017592594007135968 0.001055291208460427 0.0014678432527130579 0.0010048721803628535 0.0010257716380770781 0.0010623875138828383
leaf_count=241 161 260 193 666 190 443 195 148 174 288 951
internal_value=0 3.25144e-05 -2.41912e-05 -7.66341e-05 5.56507e-06 0.000107947 -0.000357788 0.000239153 0.000379953 0.000126378 -0.000226139
internal_weight=0 0.0130767 0.0118306 0.0108171 0.00938593 0.00732264 0.00206329 0.00525775 0.0037899 0.00203064 0.00206489
internal_count=3910 3669 3508 3315 3055 2670 385 1053 905 462 1617
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=9
num_cat=0
split_feature=49 15 42 43 1 1 52 52
split_gain=2.57942e-05 8.41907e-05 5.18683e-05 4.02102e-05 5.34317e-05 9.76209e-05 6.11657e-05 5.64754e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 0.0050750000000000005 0.13026000000000001 0.11198000000000001 0.084240000000000023 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.024638442737588317 -0.016466822505584327 -0.0081536928766255991 -0.021362962739080713 0.01550967738231588 -0.024026305086031034 0.028441513384660763 -0.02529032364851963 0.013756261352503891
leaf_weight=0.001517187956424141 0.001000486270068286 0.0016177740139694955 0.0012902682527852205 0.0014167545021322421 0.0010229734577205125 0.001029632355538334 0.0011701284144446863 0.0016184101074454634
leaf_count=228 590 331 756 389 130 134 668 684
internal_value=0 0.0077163 -0.00288806 0.000396087 -0.00326937 0.00113721 -0.00628248 0.00221026
internal_weight=0 0.00313496 0.00854865 0.00725839 0.00584163 0.00481866 0.00378902 0.0026189
internal_count=3910 559 3351 2595 2206 2076 1942 1274
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=8
num_cat=0
split_feature=39 13 3 0 16 0 15
split_gain=2.68143e-05 4.6257e-05 5.7559e-05 0.000128901 6.77343e-05 4.8189e-05 4.37546e-05
threshold=0.005105000000000001 -0.23438999999999996 -0.100615 -0.10131499999999999 -0.057604999999999996 -0.060094999999999989 -0.095799999999999982
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=0.015795318245871146 0.010500628684990672 -0.010031772472978678 -0.024027878555425482 -0.032230167069287267 0.020087286349626105 0.015639541060776654 0.0038420808683968795
leaf_weight=0.0012411424684035709 0.0019994440697501505 0.0011771371643039055 0.0010965184635430081 0.0018829913627165375 0.0011528988937195683 0.0019303210364606657 0.0011584414082705823
leaf_count=170 459 299 149 2352 112 231 138
internal_value=0 -0.00222439 -0.00488743 -0.011232 0.000370445 0.00591498 -0.00971023
internal_weight=0 0.00963945 0.00839831 0.00529085 0.00340786 0.00310746 0.00225496
internal_count=3910 3451 3281 2751 399 530 287
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=11
num_cat=0
split_feature=484 474 160 133 0 0 13 0 48 16
split_gain=0.00012962 6.97733e-05 6.63659e-05 0.000125456 5.68522e-05 0.000125881 0.000105977 0.000120703 6.72388e-05 6.46428e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.053834999999999994 -0.074249999999999997 -0.083514999999999992 -0.10575999999999998 0.086285000000000014 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -6
right_child=1 -3 3 4 9 -7 7 -9 -10 -11
leaf_value=-0.00068182436129228345 -0.00040958728989831704 0.00050964582020992936 -0.00060527920070772379 0.00050004890167518103 0.00021567029632531211 0.00085299004117725429 0.00048980725504547788 -0.00066131801020295939 -0.00015806666194630238 -0.00032114289634431801
leaf_weight=0.0010179560164174832 0.0013470745192667938 0.0011325755855179321 0.0010117794016236458 0.0017584168159160427 0.0015617836691596372 0.0010444423600825484 0.0011496792280256316 0.0010108178521107303 0.0013264801739556464 0.0019260544988273232
leaf_count=612 556 318 791 292 179 250 138 458 98 218
internal_value=0 4.4202e-05 7.66958e-07 5.20001e-05 0.000120014 0.000231353 0.000107575 -9.03428e-05 0.000142741 -8.07688e-05
internal_weight=0 0.0132691 0.0121365 0.0107895 0.00977767 0.00628984 0.00524539 0.00348698 0.00247616 0.00348784
internal_count=3910 3298 2980 2424 1633 1236 986 694 236 397
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=10
num_cat=0
split_feature=4 2 3 15 15 49 15 12 13
split_gain=2.74812e-05 5.88935e-05 8.09864e-05 9.19447e-05 5.03212e-05 8.45737e-05 6.84399e-05 3.63303e-05 1.56596e-05
threshold=0.0057500000000000008 0.10910500000000002 0.045635000000000002 -0.021529999999999997 -0.017214999999999998 -0.029304999999999998 -0.106555 0.051320000000000005 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -7 -5
right_child=4 -3 -4 8 -6 6 -8 -9 -10
leaf_value=0.022395392822383481 0.023573983196496378 0.014388945846854349 -0.029698782164573379 -0.0048759333162066189 0.021111217421332571 0.01322837455327059 -0.029379660888494842 -0.012105818263973377 -0.022539055606439897
leaf_weight=0.0010848568894045599 0.001099591419402037 0.0012391339642665571 0.0014507830348032824 0.0010006340400155697 0.0014274412527790336 0.0012102630585304551 0.0010609051539233255 0.0010634213905065962 0.001007115862444351
leaf_count=643 152 317 190 1238 152 330 332 151 405
internal_value=0 -0.00493544 -0.0102059 -0.00106146 0.00478092 -0.000476087 -0.00840667 0.00137936 -0.013736
internal_weight=0 0.00578252 0.00454339 0.00309261 0.00586162 0.00443418 0.00333459 0.00227368 0.00200775
internal_count=3910 2793 2476 2286 1117 965 813 481 1643
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=11
num_cat=0
split_feature=484 1 51 12 43 2 2 3 16 4
split_gain=6.16167e-05 5.45245e-05 8.11691e-05 0.000108487 9.09736e-05 9.83415e-05 0.000252769 0.000184232 9.69032e-05 8.29908e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.11655500000000001 -0.18906999999999999 0.097940000000000013 0.10679500000000001 0.11818000000000002 -0.025139999999999999 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 9 -6
right_child=1 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00046120567447141688 0.00046606390257951358 0.00043513861749335019 0.00054995108447825503 -0.00066633659093321372 0.00037429696912807177 0.0009207482618568128 0.00030248277406285046 -0.00068583514718776836 -0.0006631864516240697 -0.00031136345919920453
leaf_weight=0.0010537769372561115 0.0012423563757821892 0.0011722587100865709 0.001037088094724384 0.0010361861688037563 0.0010825995826312859 0.0011781645652379517 0.0015652293042684867 0.0013511183452300513 0.0015469952494933771 0.0018190945305135147
leaf_count=627 367 216 139 93 960 209 307 103 556 333
internal_value=0 3.17305e-05 -8.14686e-06 -6.36397e-05 1.54683e-06 -6.50258e-05 0.000154256 -0.000155396 -0.00026685 -5.55489e-05
internal_weight=0 0.0130311 0.0118588 0.0106165 0.00958029 0.0085432 0.00409451 0.00291635 0.00444869 0.00290169
internal_count=3910 3283 3067 2700 2607 2468 619 410 1849 1293
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=8
num_cat=0
split_feature=1 160 52 52 47 3 2
split_gain=2.36535e-05 4.59612e-05 5.05508e-05 5.47105e-05 6.90099e-05 8.42428e-05 0.000101213
threshold=0.12864500000000004 0.084835000000000008 -0.087604999999999988 0.11588000000000002 0.09252500000000001 -0.069909999999999986 0.106035
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=-0.023212079295747728 0.010414792296788933 0.012692181557389793 -0.0089622005075792634 -0.02248530500401286 -0.021372607077353875 0.034210699575220709 -0.0045996546629810155
leaf_weight=0.001303117560934282 0.0018233185730371889 0.0017519566416861572 0.0018888113958641923 0.0010666376788735152 0.0010199528856652176 0.0016494219710504565 0.0011338844923458186
leaf_count=585 331 468 1422 531 186 217 170
internal_value=0 -0.00198804 -0.00517827 -0.00170125 0.00219348 0.00733811 0.0183998
internal_weight=0 0.00981378 0.00806183 0.00675871 0.00569207 0.00467212 0.00278331
internal_count=3910 3579 3111 2526 1995 1809 387
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=9
num_cat=0
split_feature=4 15 12 15 16 160 3 2
split_gain=2.49261e-05 5.59788e-05 5.59848e-05 4.50652e-05 6.2136e-05 8.11264e-05 7.49598e-05 3.32398e-05
threshold=0.17888000000000001 0.079360000000000014 0.097510000000000013 -0.095799999999999982 -0.072804999999999981 -0.075234999999999982 -0.018854999999999997 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -2
right_child=7 -3 -4 4 5 6 -8 -9
leaf_value=-0.014383417274284866 0.016889073747273473 -0.022865829462344566 -0.021461902389030289 0.028818846291112556 0.025714671801538067 0.01066075175115132 -0.022304038326041498 -0.0030250131258975151
leaf_weight=0.0010861133211679174 0.0017274157606714563 0.001209890613609179 0.0010023985055510861 0.001120696636503435 0.0010498910254186098 0.0012929848805382836 0.0014786853241325942 0.0016282370588498866
leaf_count=325 281 1410 330 240 305 499 206 314
internal_value=0 -0.0029976 0.000421422 0.00406019 0.00811336 0.00204135 -0.00692596 0.00722632
internal_weight=0 0.00824066 0.00703077 0.00602837 0.00494226 0.00382156 0.00277167 0.00335565
internal_count=3910 3315 1905 1575 1250 1010 705 595
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=9
num_cat=0
split_feature=51 157 2 16 12 12 52 48
split_gain=2.24336e-05 5.30412e-05 5.07887e-05 5.87497e-05 3.77395e-05 5.86839e-05 5.01454e-05 4.66332e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.086650000000000019 -0.15168999999999996 0.096315000000000026 0.085185000000000025 0.10433000000000002 0.08346000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=0.010857582290325929 -0.023258519561170619 0.0033745271841616369 -0.019450262889233117 -0.025269851933572531 -0.011097156324070242 0.027918283976220759 0.021253611785051432 0.0075772861641756149
leaf_weight=0.0016249227857539879 0.0010336547262752563 0.0015027753080155189 0.0011491590709287965 0.0013676764904674036 0.0010747600285536717 0.0012898311342756435 0.0010760973446691307 0.0014362597499777622
leaf_count=515 538 206 231 1110 356 612 120 222
internal_value=0 -0.00181724 0.000673938 -0.0102736 0.00588864 0.00957564 0.00311414 -0.00443584
internal_weight=0 0.00993021 0.00889656 0.00287045 0.00602611 0.00495135 0.00366152 0.00258542
internal_count=3910 3395 2857 1316 1541 1185 573 453
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=11
num_cat=0
split_feature=484 1 51 42 15 1 1 16 4 4
split_gain=6.98298e-05 4.32521e-05 7.127e-05 7.31736e-05 7.49159e-05 0.000138551 0.000128051 0.000115744 0.000139003 3.31625e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.083935000000000023 0.11052000000000002 0.10113500000000002 0.0015250000000000001 0.0057500000000000008 0.41452500000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -7
right_child=1 -3 3 4 -6 9 -8 -9 -10 -11
leaf_value=-0.00049608719580794514 0.00044933163543828448 0.00040727309722858054 -0.00053225046668846376 -0.00067011781447531989 0.00047925424222188516 -0.00073491343451088497 0.00069708477691468173 0.00032765935917965 0.00020311345395515994 -0.00024058073827364253
leaf_weight=0.0010344992783869389 0.0012041614393943781 0.0010895330253217631 0.001101970261559994 0.0016392409210050033 0.001113187974836634 0.0010851606866517163 0.0010901529329424495 0.001897544685513064 0.0012242933261064643 0.0010049460416269307
leaf_count=627 367 216 863 387 642 146 184 200 149 129
internal_value=0 3.40858e-05 -1.70438e-06 -5.51795e-05 2.88181e-06 -6.38943e-05 9.08976e-05 -4.79021e-05 -0.000296771 -0.000497233
internal_weight=0 0.0124502 0.0113607 0.0101565 0.00905453 0.00794134 0.00585123 0.00476108 0.00286353 0.00209011
internal_count=3910 3283 3067 2700 1837 1195 920 736 536 275
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=12
num_cat=0
split_feature=484 474 160 133 0 0 15 1 2 133 2
split_gain=0.000161132 8.33214e-05 0.000120092 0.00015296 9.54818e-05 0.000171221 0.00011807 0.000144152 0.000100136 9.1611e-05 6.56021e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.15713499999999997 -0.10575999999999998 -0.053579999999999996 0.088135000000000005 0.10836000000000003 0.08653000000000001 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 -6 10 9 -5 -8 -7
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.00075173532771472982 -0.00053887674116006299 0.00054102923690784995 -0.00063692330237948111 0.00023250862890297229 0.00083020471095370961 0.00012257332597754602 0.00044235444239543924 -0.00060872164607875452 -0.00059373023901090492 -0.00027597185827755435 0.00079861006211534244
leaf_weight=0.0010368306789691152 0.0014008856629689039 0.0012106144116212541 0.0010670939423653584 0.0010482318229446059 0.0015444057865086373 0.0010704387244737379 0.0017527315803003733 0.0013790469555002381 0.0012206495558709281 0.0011179957986604669 0.0011391807330068593
leaf_count=612 556 318 791 77 205 118 221 355 94 261 302
internal_value=0 4.94493e-05 2.73954e-06 6.96494e-05 0.000143046 0.000243694 0.000103463 -8.769e-05 -0.000212005 0.000162605 0.000471108
internal_weight=0 0.0139513 0.0127407 0.0113398 0.0102727 0.0080038 0.00645939 0.00424977 0.00226888 0.00287073 0.00220962
internal_count=3910 3298 2980 2424 1633 1462 1257 837 171 482 420
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=10
num_cat=0
split_feature=39 13 48 51 0 0 1 3 1
split_gain=2.23637e-05 4.60094e-05 6.8387e-05 5.19465e-05 7.06973e-05 0.000115627 6.51305e-05 5.10833e-05 4.34167e-06
threshold=0.005105000000000001 -0.23438999999999996 0.11379500000000002 0.083165000000000017 -0.10575999999999998 -0.070894999999999986 0.10786000000000001 -0.115685 0.10956
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7 -2
right_child=8 2 -4 -5 5 7 -8 -9 -10
leaf_value=0.016022729795288588 0.0049185547801543668 0.00098947764633160423 -0.029207382123872413 -0.019008663021157557 -0.033868906491492122 0.016751934932489079 0.034590355353264567 -0.011645760584361904 0.014233277500890451
leaf_weight=0.001229140916911938 0.0010010858715323379 0.0012678552484723152 0.0010020557608970944 0.0013608799995870006 0.0010597518029418166 0.0015649441605335296 0.0010584937223336033 0.0010642199694443437 0.0010005107262801947
leaf_count=170 209 281 121 395 1781 181 61 461 250
internal_value=0 -0.00204469 -0.0046953 -0.00136532 0.00262628 -0.00598291 0.0162779 0.00525726 0.00957458
internal_weight=0 0.00960734 0.0083782 0.00737614 0.00601526 0.00368892 0.00232635 0.00262916 0.0020016
internal_count=3910 3451 3281 3160 2765 2423 342 642 459
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=12
num_cat=0
split_feature=484 42 43 160 133 160 2 1 0 13 15
split_gain=0.00013313 5.96895e-05 7.39313e-05 8.03e-05 0.000108771 0.000115999 0.000135429 0.000154395 0.000129229 6.47691e-05 0.000105051
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.082384999999999986 -0.0056849999999999991 0.091575000000000017 0.10393500000000001 0.11198000000000001 -0.10783 -0.083514999999999992 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 -6 -10 -11
right_child=1 2 3 4 5 -7 7 -9 9 10 -12
leaf_value=-0.00070077009840071409 -0.00041237825106916408 0.00054161287573575802 -0.0004326515163403002 -0.00050580171918366743 0.00092741609459409929 -0.0004623676901852747 -0.0004419731025379076 0.00051458236990969974 0.00062818196724245866 0.00042005582877893449 -0.00042672437067881681
leaf_weight=0.0010025517065180194 0.0010322374669929557 0.0011962115708994562 0.0012832936314339091 0.0010529681961192654 0.0014739915704110314 0.0010115249047905756 0.001801870685569498 0.001013717940655317 0.001072912642420141 0.0012684548747811963 0.0010132000758800823
leaf_count=612 215 151 575 762 111 157 277 204 172 178 496
internal_value=0 4.03482e-05 7.86904e-05 2.83123e-05 8.92428e-05 0.00016163 0.000244202 -9.75771e-05 0.000443497 0.000230864 4.40315e-05
internal_weight=0 0.0132204 0.0121881 0.0109919 0.00970864 0.00865567 0.00764415 0.00281559 0.00482856 0.00335457 0.00228165
internal_count=3910 3298 3083 2932 2357 1595 1438 481 957 846 674
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 133 2 1 2 13 3
split_gain=6.84298e-05 5.48218e-05 8.47632e-05 6.0942e-05 7.29927e-05 0.000137216 0.000122248 9.94379e-05 9.69571e-05 0.000152481 6.4283e-05
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0023199999999999996 0.10393500000000001 0.10444500000000001 -0.0098549999999999974 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 -10 -11
right_child=1 2 3 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00049150023459501992 -0.00041257322920797384 0.00056872560488533395 -0.00038167214265764324 -0.00043192782857934248 -0.00055257127545057193 -8.2831043861788408e-05 -0.000572308752016328 0.00019514861683351967 0.0011992725631922037 -5.2523763877730626e-05 0.00059352982786468303
leaf_weight=0.0010553480334359018 0.001000889750247958 0.0011598265376550074 0.0012486452465190886 0.0010759333780314103 0.0010045780996306109 0.001130323673788145 0.0010767214725374212 0.0016343074144769391 0.001056712366423612 0.0010695247853017677 0.0013265826357332197
leaf_count=627 213 151 581 188 750 192 167 312 135 499 95
internal_value=0 2.79919e-05 6.54146e-05 1.04644e-05 6.03194e-05 0.000126822 0.000220391 -0.000109657 0.000415621 0.000578796 0.000305158
internal_weight=0 0.012784 0.0117832 0.0106233 0.0095474 0.00829875 0.00729417 0.00271103 0.00458314 0.00345282 0.00239611
internal_count=3910 3283 3070 2919 2731 2150 1400 479 921 729 594
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=11
num_cat=0
split_feature=484 42 43 48 42 42 3 151 4 4
split_gain=7.90221e-05 5.71915e-05 6.76851e-05 9.82553e-05 0.000135093 6.5178e-05 8.42996e-05 7.1285e-05 0.000108069 0.000108287
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.053009999999999995 0.086665000000000006 0.084100000000000022 1.0000000180025095e-35 -0.11266 -0.0088999999999999982 0.17888000000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9
right_child=1 2 5 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00051527293100608353 -0.0004085234237859203 0.00064653771255081998 0.00051385584955029526 0.00081159046293675626 -0.00020833624259625417 -0.00047752404437930281 -0.00048657667521452731 0.00017846668542258808 0.0005606490598615855 -0.0005528549268751981
leaf_weight=0.0010629165460617025 0.0010037142741087636 0.0011281523698851558 0.001203787701199447 0.0010178205180889233 0.001920659492935072 0.0010693801696586439 0.0011783211482867132 0.0018361555738490528 0.0011911147038282228 0.0013513206034093204
leaf_count=627 213 439 149 226 596 684 154 468 156 198
internal_value=0 4.09477e-05 7.88692e-05 0.000284093 0.000107993 -2.77161e-05 4.34327e-05 -5.84745e-05 5.67319e-05 -0.000131575
internal_weight=0 0.0129004 0.0118967 0.00406663 0.00304881 0.00783008 0.0067607 0.00555691 0.00437859 0.00318748
internal_count=3910 3283 3070 1261 1035 1809 1125 976 822 666
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=8
num_cat=0
split_feature=1 4 159 42 49 0 48
split_gain=2.28236e-05 6.64529e-05 4.50126e-05 5.93998e-05 7.30822e-05 0.000115461 7.90302e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 0.088115000000000013 0.073145000000000016 -0.099024999999999988 0.086065000000000016
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=0.0055221186636433741 0.013577155009059608 -0.022456683953177018 0.022185055365611314 0.017468238066376082 0.0193801498194896 -0.030929854839056071 -0.02097606715292899
leaf_weight=0.0019115922833417116 0.0019502615605688015 0.0015270137554006531 0.0010454779651315246 0.001529589664989524 0.0010285386034092348 0.0016895190541017869 0.0010020354404711995
leaf_count=408 227 1584 384 527 140 541 99
internal_value=0 -0.00690269 0.0027955 -1.9982e-05 -0.00473746 -0.0100815 0.00184949
internal_weight=0 0.00343861 0.00824542 0.00719994 0.00567035 0.00464182 0.0029523
internal_count=3910 1992 1918 1534 1007 867 326
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=10
num_cat=0
split_feature=1 123 16 2 133 3 1 3 4
split_gain=2.18595e-05 4.30115e-05 5.05636e-05 5.71766e-05 4.89512e-05 4.81873e-05 8.72568e-05 3.65732e-05 3.6517e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.084235000000000018 1.0000000180025095e-35 -0.115685 0.10521500000000002 -0.077894999999999978 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 8 -4 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.024526810265362277 0.013763572592978685 0.017639829696522346 -0.0021335461949400602 0.015806018138672467 -0.024034482039197041 -0.033381146219599804 0.012136942359814861 0.021918568842239469 -0.0072955495480620447
leaf_weight=0.0010249491572525025 0.0010422787027461024 0.0010656245394072362 0.0011202550213706072 0.0011743785633218195 0.0012454793834646297 0.0010596179600693744 0.0013691390704035356 0.0014511314350280574 0.0010873541649253616
leaf_count=136 225 276 677 216 985 682 148 299 266
internal_value=0 -0.00141385 -0.00354387 -0.00101589 -0.00641162 -0.00173216 -0.0075899 0.01144 -0.0201699
internal_weight=0 0.0105979 0.0095323 0.00850736 0.00593597 0.00469049 0.00351611 0.00257139 0.00214697
internal_count=3910 3685 3409 3273 2297 1312 1096 976 948
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=11
num_cat=0
split_feature=484 42 43 160 133 2 15 13 3 4
split_gain=7.92644e-05 6.15869e-05 7.66868e-05 7.0197e-05 0.000136688 9.88439e-05 0.000164076 0.000104396 0.0001283 0.000138205
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.18906999999999999 -0.082234999999999989 -0.0056849999999999991 0.10571000000000001 -0.073314999999999991 -0.083514999999999992 -0.078669999999999976 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 -9 -10
right_child=1 2 3 4 5 6 -8 8 9 -11
leaf_value=-0.00051800002581226814 -0.00042051462313596468 0.00054457614600942738 -0.00040275388723909843 -0.00058488793484498189 0.00070539832007305604 0.00037223261203001641 -0.00052837183519802459 -0.00039045983925709639 0.00092784701828778479 -2.4101915677173854e-05
leaf_weight=0.0010756633808718984 0.0010476125513196452 0.0012043460367646619 0.0013090200187527096 0.0010542021976803146 0.0018263642804833466 0.0014408002130192445 0.0016900201437105838 0.0012094714970709163 0.0010451245904853287 0.0013357407041393555
leaf_count=627 213 151 581 758 263 239 251 438 239 150
internal_value=0 3.55898e-05 7.503e-05 2.32007e-05 8.12718e-05 0.000163432 -0.000113915 0.000323737 0.00012959 0.000393774
internal_weight=0 0.0131627 0.0121151 0.0109107 0.00960172 0.00854752 0.00313082 0.0054167 0.00359034 0.00238087
internal_count=3910 3283 3070 2919 2338 1580 490 1090 827 389
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=9
num_cat=0
split_feature=159 0 0 0 2 0 0 3
split_gain=2.28077e-05 3.99692e-05 0.000111623 6.56266e-05 8.05732e-05 6.78041e-05 6.18525e-05 6.17859e-05
threshold=-0.034019999999999988 -0.076734999999999984 -0.053834999999999994 -0.10575999999999998 0.113945 -0.23029999999999998 -0.14733499999999997 -0.115685
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -4
right_child=1 2 7 -5 -6 6 -8 -9
leaf_value=-0.014179269308296872 0.031239714596657614 0.035878169754866428 0.013532925863588827 -0.022546026447386042 -0.020664285795542386 -0.018165938299824141 0.015142643476772036 -0.012776037264713337
leaf_weight=0.001041136431019051 0.0010256983044828472 0.0011130889411038094 0.0016884001094095089 0.0014590951377307978 0.0011676811499242846 0.0010096065215943872 0.0012449645977855839 0.0018940041855814464
leaf_count=520 83 501 206 1637 174 175 221 393
internal_value=0 0.00133126 0.00821782 -0.00414284 0.00189409 0.00992422 0.000226919 -0.000376528
internal_weight=0 0.0106025 0.00469549 0.00590705 0.00444795 0.00328027 0.00225457 0.0035824
internal_count=3910 3390 1100 2290 653 479 396 599
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=11
num_cat=0
split_feature=484 52 52 51 13 2 0 48 0 3
split_gain=7.65946e-05 4.24229e-05 9.361e-05 8.14575e-05 6.05304e-05 8.17291e-05 3.84082e-05 0.000151298 9.24181e-05 5.78551e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.069879999999999984 -0.083514999999999992 0.10393500000000001 -0.14293499999999998 0.086285000000000014 -0.075584999999999986 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6 -8 -10
right_child=1 2 3 4 6 -7 8 -9 9 -11
leaf_value=-0.00051709505469389933 -0.00035106011335739117 0.00055819419375470502 -0.00052570153146021769 0.00055857892033285095 0.00068989925010687521 -7.5588030670359382e-05 -0.00054826622189041332 -0.00035314300761667247 -0.00025280938089979797 0.00038185620258951181
leaf_weight=0.0010457631086208371 0.0010029653887941208 0.001331196512455341 0.0010016392851773864 0.0017891826562351854 0.0010424912620471427 0.0013870205640398097 0.001512385986162212 0.0010976284751539889 0.001051394897480129 0.0011631167674154858
leaf_count=627 379 279 260 534 118 196 943 89 80 405
internal_value=0 3.55201e-05 6.96028e-05 4.85214e-06 6.3617e-05 0.000281644 -5.44152e-05 0.000154942 -0.000174636 8.05328e-05
internal_weight=0 0.012379 0.0113761 0.0100449 0.00904322 0.0031762 0.00586702 0.00214012 0.0037269 0.00221451
internal_count=3910 3283 2904 2625 2365 730 1635 207 1428 485
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=10
num_cat=0
split_feature=484 52 52 42 160 43 160 0 47
split_gain=7.01089e-05 6.4478e-05 9.50874e-05 7.94393e-05 0.000115885 6.63432e-05 5.89106e-05 4.97497e-05 6.21699e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.091329999999999981 -1.0000000180025095e-35 -0.078154999999999988 -0.07526999999999999 0.086110000000000006 0.0059850000000000016 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.00050084480276984405 -0.00044724651428627903 0.00054826666986388902 -0.00046224214438492602 -0.00044051841452204536 0.00048264852392714008 0.00050867540141465097 -0.00035857866457654399 -0.00015394660950426891 -3.4573665003102521e-05
leaf_weight=0.0010346112508059164 0.001003926493895386 0.0014095616865209366 0.0012304164783294895 0.0014483854546492713 0.0018944175368663906 0.001957851204773417 0.0010569647150274197 0.0014224235421354883 0.0013813559673343523
leaf_count=627 369 289 831 550 297 691 85 68 103
internal_value=0 2.97947e-05 7.03759e-05 5.55408e-06 6.83812e-05 0.000163945 6.01812e-05 0.000153136 0.000283945
internal_weight=0 0.0128053 0.0118014 0.0103918 0.0091614 0.00771301 0.0058186 0.00476163 0.00333921
internal_count=3910 3283 2914 2625 1794 1244 947 862 794
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=9
num_cat=0
split_feature=4 15 15 0 49 2 52 16
split_gain=2.3599e-05 3.37177e-05 4.72137e-05 4.36e-05 8.0201e-05 5.76119e-05 4.64678e-05 1.07972e-05
threshold=0.28937500000000005 -0.10981499999999998 -0.091024999999999981 -0.06402999999999999 -0.006494999999999999 0.10113500000000002 -0.08799499999999999 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -2
right_child=7 2 3 5 -6 -7 -8 -9
leaf_value=-0.018543139114417909 0.002642365772619846 0.017764110358599108 -0.028079781129825999 -0.0016113723726893907 0.0025309537176102133 -0.010910234911758089 0.027255860012691396 0.01707985318004061
leaf_weight=0.0011099943833108488 0.0010735006446784647 0.0012707316534754281 0.0015558896704288287 0.0010050068640477042 0.0019025290206257321 0.0014936879089992275 0.0012526543882748625 0.001001017442165517
leaf_count=323 135 320 400 140 1832 325 144 291
internal_value=0 -0.0021539 -8.74533e-06 -0.00314124 -0.0112403 0.00432544 0.0144055 0.00960889
internal_weight=0 0.00959049 0.0084805 0.00720977 0.00345842 0.00375135 0.00225766 0.00207452
internal_count=3910 3484 3161 2841 2232 609 284 426
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=10
num_cat=0
split_feature=49 3 3 15 4 12 52 15 48
split_gain=2.53868e-05 8.92954e-05 4.63875e-05 7.18696e-05 6.07376e-05 5.9793e-05 8.60225e-05 5.49424e-05 2.51475e-05
threshold=-0.029304999999999998 -0.08348499999999999 -0.032959999999999996 -0.017214999999999998 -0.081189999999999984 0.093375000000000014 0.0033900000000000002 -0.11219499999999999 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 6 -2 -4 -3
right_child=2 8 3 4 -6 -7 -8 -9 -10
leaf_value=0.031111869268746935 -0.021439663719538152 -0.015807452046263628 0.0048197700780008949 0.0013653575250479845 0.0348225604960192 -0.026709354317818214 0.016977920918009475 -0.025156578019513966 0.006370692180794839
leaf_weight=0.0010677870259165525 0.0010996369013240778 0.0010085557792495056 0.0014591463738403928 0.0011552659488194912 0.0010231412769887219 0.0014893590266783861 0.0012401792202271953 0.0010524497514701296 0.001036886387752043
leaf_count=180 929 224 327 124 86 913 819 153 155
internal_value=0 0.00767172 -0.00288027 0.0037873 0.0170793 -0.0110468 -0.00107708 -0.00774141 -0.00456479
internal_weight=0 0.00311323 0.00851918 0.00469 0.00217841 0.00382918 0.00233982 0.0025116 0.00204544
internal_count=3910 559 3351 690 210 2661 1748 480 379
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=10
num_cat=0
split_feature=484 1 51 12 43 52 151 52 0
split_gain=6.90303e-05 5.76064e-05 8.23699e-05 8.4493e-05 7.43566e-05 9.30909e-05 0.000144184 7.73288e-05 0.000117306
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 -0.072349999999999984 -0.14534499999999997
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=-0.0004887359055268651 0.00046723034159939819 0.00045782833016003854 0.00044316955372468843 -0.00060452736218176623 -0.00040926186780254755 -0.00045853138541220419 -0.00016198696379072703 0.00092504954770821282 0.00011913176196147965
leaf_weight=0.0010743718022610269 0.0012334111933271505 0.0010994901833163611 0.0012102605012177499 0.0010203668303177373 0.0019201721028276114 0.0018937261598069698 0.001306265765291025 0.0010848062535886974 0.0019293806585270765
leaf_count=627 367 216 180 93 401 944 285 93 704
internal_value=0 2.88821e-05 -1.17806e-05 -6.87819e-05 -1.02822e-05 -7.77486e-05 3.78005e-05 0.000236492 0.000409182
internal_weight=0 0.0126979 0.0115984 0.010365 0.00934461 0.00813435 0.00624062 0.00432045 0.00301419
internal_count=3910 3283 3067 2700 2607 2427 1483 1082 797
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=10
num_cat=0
split_feature=484 1 43 48 47 0 15 48 0
split_gain=9.13892e-05 6.20855e-05 8.16996e-05 9.98868e-05 6.26519e-05 0.000105839 9.19883e-05 0.000112864 6.25174e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.053009999999999995 0.086665000000000006 0.077735000000000012 0.0059850000000000016 1.0000000180025095e-35 0.086125000000000021 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -4 -2
right_child=1 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00056101961672459419 -0.00021035358219563102 0.00047799439638465695 0.00058044171267577756 0.00074013100187519205 -0.00048688805707773467 -0.00045610948761692915 -0.00036421399950417572 -0.00021910998708588492 0.0003234110578355957
leaf_weight=0.0010648656731391893 0.0017819475161821173 0.0011191514646135435 0.0019768221803494121 0.0010284333611721022 0.0015226544028525101 0.001664821332297034 0.001066600277415836 0.0010337126404183989 0.0016021886628920594
leaf_count=627 895 216 350 216 200 183 879 141 203
internal_value=0 3.68238e-05 -5.45839e-06 0.000204983 -0.000133282 -3.95124e-05 0.000130597 0.000305904 4.23525e-05
internal_weight=0 0.0127963 0.0116772 0.00441257 0.00726461 0.00574196 0.00407714 0.00301053 0.00338414
internal_count=3910 3283 3067 1314 1753 1553 1370 491 1098
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=9
num_cat=0
split_feature=159 1 0 150 43 0 3 4
split_gain=2.17565e-05 3.76739e-05 3.54895e-05 7.43163e-05 5.30034e-05 4.27297e-05 4.55433e-05 3.7148e-05
threshold=-0.034019999999999988 0.12958500000000003 -0.076734999999999984 0.077110000000000012 -0.084964999999999985 -0.10575999999999998 0.10223 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -6
right_child=1 -3 4 -5 7 -7 -8 -9
leaf_value=-0.013833187134170115 0.0026677552244614485 0.016205871781453007 0.023021942995839661 0.010832423294902345 -0.015225602404883649 -0.031079971556784609 -0.024014819447697719 0.010014979358118573
leaf_weight=0.0010449881352866128 0.0016960072241808408 0.0014602809475530833 0.0012752772027294127 0.0017645514193446281 0.0011413653281944908 0.0010576550915705283 0.0010270762534694278 0.0011921043189128812
leaf_count=520 322 298 197 363 199 1409 75 527
internal_value=0 0.00128952 -0.00108998 -0.00611294 0.00662842 -0.0140217 -0.00739622 -0.0023309
internal_weight=0 0.0106143 0.00915404 0.00554529 0.00360875 0.00378074 0.00272308 0.00233347
internal_count=3910 3390 3092 2169 923 1806 397 726
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=12
num_cat=0
split_feature=484 42 156 43 0 16 42 49 48 0 12
split_gain=0.000116399 5.82131e-05 9.36415e-05 9.59664e-05 9.96598e-05 0.000132084 9.84876e-05 5.13725e-05 7.48462e-05 7.32145e-05 6.36947e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 -0.074254999999999988 -0.066689999999999985 -0.08286499999999998 0.060615000000000009 0.093425000000000022 0.086215000000000014 -0.14534499999999997 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -5 -11
right_child=1 2 -4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00063941862189305972 -0.00040459977553747512 0.00050428415578213678 -0.0005003059776962055 0.00054021373089220494 0.00074804630406233308 -0.00042656644812251796 -0.00052784658323763646 0.00048077624180869371 -0.00038412242455689515 -0.00035851423883116068 0.00021907331265275036
leaf_weight=0.0010506336405383286 0.0010591124551811585 0.0014093767480859282 0.0010078231068845261 0.0012514993746311391 0.0016021830733924688 0.0010032585590110492 0.0011722640544067821 0.0010757449320005089 0.0013775798305263477 0.0012676204988230893 0.0017439232038235618
leaf_count=612 215 275 326 120 204 514 733 148 150 160 453
internal_value=0 3.73263e-05 7.35775e-05 0.000122166 0.000368952 0.000117204 -3.43255e-06 8.80978e-05 1.32086e-05 0.000141604 -2.40451e-05
internal_weight=0 0.0139704 0.0129113 0.0119035 0.00401482 0.00241264 0.00788863 0.00671637 0.00564062 0.00426304 0.00301154
internal_count=3910 3298 3083 2757 993 789 1764 1031 883 733 613
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=12
num_cat=0
split_feature=484 160 133 42 160 52 2 4 15 16 2
split_gain=0.000171956 8.18137e-05 9.63842e-05 7.01007e-05 0.000108895 8.93254e-05 0.000165591 0.000176791 0.000120314 8.15228e-05 7.48392e-05
threshold=-0.0043499999999999988 -0.098319999999999991 -0.0023199999999999996 -0.094739999999999977 0.091575000000000017 0.10701500000000001 0.10113500000000002 -0.03614499999999999 -0.0071449999999999994 -0.057604999999999996 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 9 -5 -10
right_child=1 2 3 4 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00074730989061259283 -0.00045733314782606273 -0.00038853295119866326 -0.00033524770804794964 -0.00014262146005610571 -0.0003760931938555806 0.00081609408624043857 -0.00083227304290171584 0.00018391717600828363 0.00041682023001349998 0.00049391963174525138 0.0011608453467143174
leaf_weight=0.0011168458114539587 0.0011113535052876501 0.0013950441382506338 0.001008737871828592 0.0015631221602698947 0.0011006895954954752 0.0010454652021563713 0.0010055213231777091 0.0019056766295139265 0.0010583655782920942 0.0015313870850684006 0.0010213825154343215
leaf_count=612 497 898 139 167 161 126 161 329 289 332 199
internal_value=0 5.27151e-05 9.75767e-05 0.000157908 0.000206528 0.000276761 0.000207024 -0.000167073 0.000417502 0.000172385 0.000782217
internal_weight=0 0.0137467 0.0126354 0.0112403 0.0102316 0.00913092 0.00808546 0.0029112 0.00517426 0.00309451 0.00207975
internal_count=3910 3298 2801 1903 1764 1603 1477 490 987 499 488
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=10
num_cat=0
split_feature=42 160 157 52 43 4 16 48 4
split_gain=2.35515e-05 5.92224e-05 7.39774e-05 5.74043e-05 9.936e-05 5.99847e-05 0.000101655 8.82998e-05 9.37395e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.048464999999999994 0.11110500000000002 0.083940000000000015 0.05309500000000001 -0.45301499999999995 0.091125000000000025 -0.043059999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -3
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.011297757674842597 0.0079769284880611482 0.0087297782258012671 -0.028242231318198741 0.027667202157152855 -0.023345161760104663 0.0026954468242258943 0.043885731297591032 0.022849848848040959 -0.033855384549875536
leaf_weight=0.0016121510799157095 0.0010013319244669488 0.0010124488452319341 0.0012909714303330651 0.0010454110014170084 0.0012205132155100927 0.0014435842142502516 0.0010242747107654772 0.0010277180392087638 0.0010560673096615908
leaf_count=1060 339 618 701 164 142 183 189 179 335
internal_value=0 0.00171585 -0.0124209 0.00585449 0.00249346 0.0081613 0.0197913 -0.00110841 -0.0130118
internal_weight=0 0.0101223 0.0022923 0.00783002 0.00678461 0.00556409 0.00246786 0.00309623 0.00206852
internal_count=3910 2850 1040 1810 1646 1504 372 1132 953
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=12
num_cat=0
split_feature=484 42 160 484 43 3 42 42 4 3 4
split_gain=0.000121333 6.68447e-05 9.34864e-05 7.76744e-05 0.000106439 0.000108389 0.000157133 9.03937e-05 4.59896e-05 8.89533e-05 7.22618e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.08764000000000001 -0.074254999999999988 -0.075954999999999981 0.088825000000000015 1.0000000180025095e-35 -0.00072999999999999985 0.092005000000000017 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -6 -10
right_child=1 2 -4 -5 7 -7 -8 -9 10 -11 -12
leaf_value=-0.00066248332618048633 -0.0004380814486069471 0.00069502225480096147 -0.00044593853449488964 -0.00037181073123252004 0.00067812900613352888 0.00093403280625331531 -0.00033830550902855315 -0.00046865076496080063 -0.00027451015548697269 -5.3812629673541429e-05 0.00035806841477425543
leaf_weight=0.0010174260271697258 0.0010370223784374856 0.0012083079946489175 0.0011740529778595981 0.001049576778916028 0.00136776004701481 0.0012287643908510228 0.001063992891521523 0.001109411268278941 0.001752157885020594 0.0011970591567199221 0.0011499530178523134
leaf_count=612 215 392 197 329 509 275 175 697 221 115 173
internal_value=0 3.99911e-05 8.02944e-05 0.000135819 0.00018869 0.000464874 0.000211172 4.16571e-05 0.000145215 0.000336515 -2.38527e-05
internal_weight=0 0.0133381 0.012301 0.011127 0.0100774 0.00350107 0.0022723 0.00657634 0.00546693 0.00256482 0.00290211
internal_count=3910 3298 3083 2886 2557 842 567 1715 1018 624 394
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=9
num_cat=0
split_feature=4 151 0 42 4 1 12 2
split_gain=2.44906e-05 3.44749e-05 7.11462e-05 4.60003e-05 4.32138e-05 5.86784e-05 8.22492e-05 1.16692e-05
threshold=0.28937500000000005 -0.051109999999999996 -0.15007499999999999 0.091955000000000023 0.074650000000000008 0.095155000000000017 0.091405000000000014 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -2
right_child=7 2 3 -5 -6 -7 -8 -9
leaf_value=0.011023257268329851 0.0021166710187543033 -0.024361187655392025 -0.012548139548358955 -0.017805232176500135 -0.013466097919721108 0.028817672146675272 0.020679753044236655 0.017092303560654769
leaf_weight=0.0016375266914236712 0.0010189813981650957 0.0015215480708030546 0.0017638776475085922 0.0012221725435582528 0.001142940953571597 0.0010574683005939566 0.0012895857389454122 0.0010632490496934011
leaf_count=532 171 196 1242 643 197 283 391 255
internal_value=0 -0.00219604 -0.00490273 -0.00033096 0.00373396 0.008516 0.00148518 0.00976368
internal_weight=0 0.00963512 0.00799759 0.00647605 0.00525387 0.00411093 0.00305346 0.00208223
internal_count=3910 3484 2952 2756 2113 1916 1633 426
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=12
num_cat=0
split_feature=484 1 12 52 151 2 4 0 16 1 0
split_gain=6.33106e-05 4.75542e-05 6.22542e-05 7.45324e-05 9.54682e-05 0.00010725 0.000116959 9.40073e-05 9.23165e-05 8.23482e-05 7.32694e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.084240000000000023 -0.084764999999999993 0.10679500000000001 0.17888000000000001 -0.084074999999999997 -0.057604999999999996 0.10937500000000001 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -7 -5
right_child=1 -3 -4 10 5 9 -8 -9 -10 -11 -12
leaf_value=-0.00046103406946219606 -0.00039486657159715243 0.00042734589908225925 -0.00044799214024405566 -0.00060559183989761429 -0.00047388269156919423 -0.00054616260614671344 0.00098422855388015287 0.0005735826666118097 0.00035703467112945599 0.00024427681942167936 5.7612985625077868e-05
leaf_weight=0.0010458176625319478 0.001088078932545959 0.0011164810046271493 0.0010654885469637389 0.0011587293955904615 0.0010068917965538882 0.0010035207997948076 0.0010087544582002366 0.0016989407744314169 0.0010503092225477664 0.0010235985018953158 0.0014318806121583377
leaf_count=627 282 216 116 943 221 236 128 640 236 147 118
internal_value=0 4.09445e-05 3.54825e-06 4.94966e-05 0.000144349 0.000230732 0.000391441 0.000232241 -4.96557e-05 -0.000147028 -0.000239026
internal_weight=0 0.0126527 0.0115362 0.0104707 0.00788009 0.00679202 0.0047649 0.00375614 0.0020572 0.00202712 0.00259061
internal_count=3910 3283 3067 2951 1890 1608 1225 1097 457 383 1061
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=10
num_cat=0
split_feature=50 15 15 159 2 457 0 0 4
split_gain=2.36262e-05 4.08515e-05 5.16657e-05 4.3179e-05 8.755e-05 6.68048e-05 5.41281e-05 7.32359e-05 3.79464e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.070894999999999986 -0.11287999999999999 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10
leaf_value=0.020565719976986349 -0.0144088083452632 -0.02134158667981155 0.025886310112264905 -0.017490409607399778 -0.022199792028191889 -0.009480933856048852 0.030788799640967635 -0.011418974423143262 0.0023315951202542403
leaf_weight=0.0010020082648590578 0.0010451284872497303 0.0010724984732772254 0.0010558554230364443 0.0010098069057656329 0.0013405899995829213 0.0011156687766715745 0.0018355060412052629 0.0010491248116159064 0.0011905415786502152
leaf_count=264 715 286 116 414 272 135 215 1195 298
internal_value=0 0.00134554 -0.000646149 0.00193563 0.00452108 0.0121214 0.0182377 0.00729331 -0.0106612
internal_weight=0 0.0106716 0.00966959 0.00859709 0.00758729 0.00505616 0.00394049 0.00210498 0.00253113
internal_count=3910 3195 2931 2645 2231 1661 1526 1311 570
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=13
num_cat=0
split_feature=484 42 156 133 43 151 52 150 43 2 4 16
split_gain=0.000169155 8.48849e-05 8.33217e-05 0.000111076 0.000100181 8.62286e-05 0.000137861 0.000141282 0.000100877 0.000115953 7.38479e-05 3.46167e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.090135000000000007 0.099765000000000006 -0.15648499999999999 -0.0088999999999999982 0.084240000000000023 0.087235000000000021 -0.074254999999999988 0.075670000000000015 0.0037100000000000002 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 8 -7 -10 -6 -11
right_child=1 2 -4 -5 5 6 -8 -9 9 11 -12 -13
leaf_value=-0.00075033152651726893 -0.00046076222726114868 0.00072129035072714923 -0.00043487331124692998 -0.00046824557116568528 0.00022352447731632393 0.0010263203618820092 -0.00024191151300991326 -0.00023310221999483063 -0.00018036005416988159 0.00083160739591580692 -0.0004719561562274117 0.00034531443680016645
leaf_weight=0.0010632045503171641 0.001107392440384423 0.0012872776415849213 0.0010154137116891943 0.0010228947336001484 0.0010064127014671872 0.0012287034332264398 0.0017150281553966733 0.001112646192365542 0.0010225604444121642 0.0012603319236728803 0.0014084704808471626 0.0010168720345473947
leaf_count=612 215 128 326 470 270 257 728 97 260 144 150 253
internal_value=0 6.05144e-05 0.000104591 0.000149933 0.000207114 0.000139375 0.000244912 0.000392918 0.000546732 0.000368151 -0.000182112 0.000614456
internal_weight=0 0.014204 0.0130966 0.0120812 0.0110583 0.00977103 0.00735614 0.00564111 0.00452847 0.00329976 0.00241488 0.0022772
internal_count=3910 3298 3083 2757 2287 2159 1739 1011 914 657 420 397
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=9
num_cat=0
split_feature=42 160 52 43 3 4 2 13
split_gain=2.21384e-05 5.19263e-05 6.60887e-05 5.07267e-05 6.13782e-05 4.5526e-05 5.91806e-05 6.31009e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.015539999999999998 -0.074254999999999988 -0.078669999999999976 0.17888000000000001 0.10742000000000002 -0.0043499999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -5
right_child=1 3 -4 5 -6 -7 -8 -9
leaf_value=-0.010899976652129139 0.0041971291931958647 0.0031108454133872594 -0.029903400571310263 -0.033794032732204569 0.035841810773864911 0.013543361689771603 0.011480831124516401 -0.0013200862384477006
leaf_weight=0.0016200256536976912 0.0012295471412955509 0.0012590550756510881 0.0010568402442037014 0.0010345245443355083 0.0010513186084080643 0.0017745183322543674 0.0012847205892585756 0.0014192527263144602
leaf_count=1060 355 348 685 564 256 242 213 187
internal_value=0 0.00169179 -0.0115652 0.00556615 0.0180048 0.000353402 -0.00590735 -0.0150113
internal_weight=0 0.0101098 0.00228639 0.00782339 0.00231037 0.00551302 0.0037385 0.00245378
internal_count=3910 2850 1040 1810 604 1206 964 751
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 1 3 15
split_gain=2.05408e-05 5.88777e-05 5.09688e-05 6.93763e-05 7.25612e-05 4.17596e-05 6.2014e-05 5.34202e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.089879999999999974 0.11215000000000001 -0.078669999999999976 -0.076594999999999983
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=-0.011238274133936478 -0.0043649206845815299 0.018643395063936027 -0.021692853964329545 -0.017769568333427261 0.031071760884449958 -0.021137435750576056 -0.0087806196545297133 0.020897151573985959
leaf_weight=0.0014374471105860617 0.0010353801207081529 0.0016801829754591437 0.0011225593541479562 0.0013177670796179356 0.0013075491004751728 0.0012642053986219714 0.0010127585858757527 0.0015120436250965828
leaf_count=406 280 375 550 1087 435 151 226 400
internal_value=0 0.00152625 -0.00182874 0.00116448 0.0154117 -0.00537197 -0.000185135 0.00899269
internal_weight=0 0.0102524 0.00857226 0.0074497 0.00234293 0.00510677 0.00384257 0.0025248
internal_count=3910 3504 3129 2579 715 1864 1713 626
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=11
num_cat=0
split_feature=42 43 3 3 42 16 14 1 1 151
split_gain=7.18803e-05 9.49648e-05 9.92909e-05 0.000104694 8.18578e-05 5.64446e-05 9.52987e-05 7.038e-05 0.000102013 6.75874e-05
threshold=-0.10770999999999999 -0.053009999999999995 -0.075954999999999981 -0.10628499999999998 0.060615000000000009 0.15737500000000001 -1.0000000180025095e-35 0.11215000000000001 0.095575000000000007 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 9 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00050100505924559943 0.00041951311271729805 -0.00045595761627512051 0.00062955301816969387 -0.00036706761552924921 -0.00058568839147521738 -0.00040665340931274172 0.00050270133783065823 -0.00022708911254237587 0.00077744983102113292 -0.000125272593605232
leaf_weight=0.0010180796014506921 0.0013140764320067368 0.0011226255423515165 0.0017949920644383054 0.0012884577099543169 0.0010733333141110723 0.0011559858595845893 0.0010219398529609557 0.0012896709673736375 0.001204525069549503 0.001855041801874768
leaf_count=241 162 106 508 967 772 247 73 191 119 524
internal_value=0 3.98381e-05 0.000274783 3.00942e-05 -7.86028e-05 -7.4542e-06 6.36087e-05 0.000172203 0.000298371 9.77916e-05
internal_weight=0 0.0131206 0.00439753 0.00260253 0.00872312 0.00764979 0.0064938 0.00537118 0.00408151 0.00287698
internal_count=3910 3669 1637 1129 2032 1260 1013 907 716 597
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=10
num_cat=0
split_feature=49 3 42 15 1 3 2 3 48
split_gain=2.08255e-05 7.96467e-05 4.65874e-05 5.70881e-05 4.41974e-05 0.000115806 4.76022e-05 2.6689e-05 1.89378e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 -0.19153499999999998 0.095575000000000007 0.090325000000000003 0.096540000000000015 -0.079664999999999986 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -5 -3
right_child=2 8 -4 4 5 -7 -8 -9 -10
leaf_value=0.029220767102651025 -0.017072348130637273 -0.01426588529194895 -0.020200808858907394 -0.00010172589908903461 0.040828063977129653 -0.0064284195281877031 0.010944888183981309 -0.022929283709913238 0.004844502174921177
leaf_weight=0.0010610056528156022 0.0014742193290093446 0.001010587060873455 0.0012781085485479406 0.0010018736844133425 0.001013997248134895 0.0010613767668989594 0.0016773563824938964 0.0010478343609780082 0.0010650366891256455
leaf_count=180 301 221 756 1267 253 107 360 307 158
internal_value=0 0.00693294 -0.00259273 0.000500045 0.00496464 0.0166604 -0.00154801 -0.0117714 -0.00446003
internal_weight=0 0.00313663 0.00855477 0.00727666 0.00580244 0.00207537 0.00372706 0.00204971 0.00207562
internal_count=3910 559 3351 2595 2294 360 1934 1574 379
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=12
num_cat=0
split_feature=484 474 47 49 1 151 4 2 0 12 16
split_gain=0.000159716 8.01441e-05 8.50888e-05 7.35075e-05 0.000100693 7.91382e-05 9.9308e-05 7.33508e-05 0.000124698 6.42694e-05 5.52144e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.10561500000000001 -0.081419999999999979 0.11097000000000001 -0.0088999999999999982 0.05309500000000001 0.10113500000000002 -0.072864999999999985 1.0000000180025095e-35 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -4 -6
right_child=1 -3 9 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.00075348370503301992 0.00026711350311757243 0.00054724417175974489 0.00069324544920773242 -0.00052454547721315643 -0.0002200878958152669 -0.00030337314642829712 0.00059181994762368194 -0.00043748433932648231 0.00056949824183497478 1.2308604710276029e-05 -0.00084995081740580193
leaf_weight=0.0010248346752082952 0.0019832627203572794 0.0011386345783521773 0.0010871471884848624 0.0010087354650300719 0.0011300448958746702 0.0012751451356278064 0.0011200911404094446 0.001362195807543961 0.0012422585075388282 0.0010452963259241325 0.0010163063484584568
leaf_count=612 258 318 86 224 226 1241 229 287 189 110 130
internal_value=0 4.96169e-05 3.43973e-06 -7.14456e-05 -0.000153784 -2.35595e-05 7.75192e-05 -7.09661e-05 0.000127361 0.000359459 -0.000518331
internal_weight=0 0.0134091 0.0122705 0.010138 0.00815478 0.00600843 0.00499969 0.0038796 0.0025174 0.00213244 0.00214635
internal_count=3910 3298 2980 2784 2526 2170 1946 1717 1430 196 356
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 42 0 12 15 2 4
split_gain=0.000121921 9.18352e-05 0.000161804 0.000137315 0.000144787 0.00014609 0.000119768 0.000101917 0.000132015 0.000118395 7.92103e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.084874999999999992 -0.089024999999999979 -0.18901999999999997 0.095295000000000019 -0.03231499999999999 0.10045500000000002 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 -8 -10 -9
right_child=1 -3 3 4 5 6 7 10 9 -11 -12
leaf_value=-0.00063920539792476855 -0.000605428409846497 0.00056043781509929535 -0.00055224165758731693 -0.00054871656464105959 -0.00046071061616374944 -0.00014213463467985756 0.0010344744181606644 -0.00022389454209972013 0.00069320275564734122 -0.00017750013143146581 0.00049198590790408255
leaf_weight=0.0010738171228184311 0.0015119232524033873 0.0012196520716360468 0.0011979355490779253 0.0010311871174824233 0.0010589434437196397 0.0017580715035934186 0.0017241635730565934 0.0012715242749545413 0.0014280145234658462 0.0010360164447500656 0.0011156093662542527
leaf_count=612 556 318 820 179 160 99 369 293 328 92 84
internal_value=0 4.57631e-05 -2.03296e-06 7.64673e-05 0.000148722 0.000225294 0.000312466 0.000434015 0.000618313 0.000327111 0.000110667
internal_weight=0 0.014353 0.0131334 0.0116215 0.0104235 0.00939234 0.0083334 0.00657533 0.00418819 0.00246403 0.00238713
internal_count=3910 3298 2980 2424 1604 1425 1265 1166 789 420 377
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=9
num_cat=0
split_feature=474 160 42 43 12 151 4 4
split_gain=2.11522e-05 7.04983e-05 7.11136e-05 5.54667e-05 5.60859e-05 3.5226e-05 9.99361e-05 4.36568e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.085775000000000004 -0.0088999999999999982 0.24280000000000004 -0.0025899999999999994
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=-0.020013250833367895 0.013846619880069983 -0.01952531020152886 0.036258870998922256 -0.016065754209109721 0.0051905959854407092 0.0052813833364248452 0.029722026651268125 -0.018380349766319342
leaf_weight=0.0017007261333975036 0.0010036520364056596 0.0012939712560811681 0.0010189624732312753 0.0010689062768484137 0.0013520673359200801 0.0018184887476298832 0.0011326434640574444 0.0013651035599424046
leaf_count=927 424 869 295 149 314 629 138 165
internal_value=0 -0.0013332 0.0021772 0.00579786 0.0185423 0.000186574 0.00421143 -0.00486461
internal_weight=0 0.0107509 0.00905014 0.00775617 0.00237103 0.00538514 0.00431624 0.00318359
internal_count=3910 3486 2559 1690 609 1081 932 794
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=9
num_cat=0
split_feature=11 150 150 151 133 43 1 15
split_gain=2.4e-05 3.88649e-05 6.15524e-05 7.12987e-05 3.61743e-05 4.52365e-05 7.22678e-05 6.45199e-05
threshold=0.079700000000000007 0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.087485000000000021 -0.019509999999999996 0.095575000000000007 -0.017214999999999998
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=-0.021953326284406945 -0.014622878628322162 -0.016639736477880303 0.026177339395321519 0.0018200735717586053 -0.012952265143836223 -0.014843565834480685 0.01328980176528036 0.033106469300169687
leaf_weight=0.001206109695623527 0.0010282888113286289 0.0010770917166827579 0.0010553787504098315 0.0013476126283500324 0.0010448162098591913 0.0017367836285885432 0.0019251630111606611 0.0012902245316564788
leaf_count=400 254 155 271 459 769 962 288 352
internal_value=0 0.00137282 0.0033925 0.000580262 0.00428066 0.00713874 -5.32578e-05 0.0171229
internal_weight=0 0.0106832 0.00960609 0.00855071 0.0073446 0.00629978 0.00366195 0.00263784
internal_count=3910 3656 3501 3230 2830 2061 1250 811
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 52 12 12 151 4
split_gain=0.000159737 6.22056e-05 0.000155188 0.000105692 0.000127791 9.05115e-05 7.62471e-05 0.000159203 0.000116442 7.44348e-05 0.000139114
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.11110500000000002 0.10058500000000002 0.08401500000000002 -0.0088999999999999982 0.0037100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 9 -7 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00074231094644947352 -0.00041181013685795414 0.00081678579532951773 -0.00062261440600983617 0.00063011099855824057 -0.00049588206492245587 -0.00044366560651015123 0.00058761918645204656 -0.00065519339265628865 0.0005551204994843974 -0.00028964404124056118 0.00060992240679376127
leaf_weight=0.0010462006223857312 0.0010210632011796025 0.0010394894430530285 0.0012476287878222083 0.0010107591875826846 0.0010449148231406911 0.001169613662867359 0.0011387157644967283 0.0010697313588959451 0.0019714487918550821 0.00135124547864654 0.0012937673554067929
leaf_count=612 369 260 534 223 709 170 127 106 503 124 173
internal_value=0 5.32956e-05 9.17887e-05 2.50833e-05 -3.43639e-05 4.68268e-05 0.000117761 3.97197e-05 0.000168195 -3.17724e-05 0.000150365
internal_weight=0 0.0133584 0.0123373 0.0112978 0.0102871 0.00903944 0.00799452 0.00685581 0.00578608 0.00381463 0.00264501
internal_count=3910 3298 2929 2669 2446 1912 1203 1076 970 467 297
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=10
num_cat=0
split_feature=39 13 48 457 51 1 2 3 3
split_gain=2.19783e-05 5.55986e-05 5.71326e-05 7.37641e-05 7.46456e-05 5.37818e-05 7.60476e-05 0.00013246 2.12426e-05
threshold=0.005105000000000001 -0.23438999999999996 0.11379500000000002 0.081330000000000013 0.081825000000000009 0.11198000000000001 0.084235000000000018 -0.100615 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -2
right_child=8 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.017713036706078027 0.01974640402952724 0.01183324323041355 -0.027215503382618675 0.021862481138670179 -0.03087955968254856 0.014577037672995711 0.0034043034676923102 -0.042979706862184164 -0.00073319577089250105
leaf_weight=0.0012453843731501093 0.0010064872367883829 0.0013064638639784642 0.0010116930180082929 0.0011122087131896184 0.0010171451047289665 0.0015207287596437982 0.0013352295778255511 0.0011424464692551214 0.0010195309665109668
leaf_count=170 271 769 121 219 367 182 230 1393 188
internal_value=0 -0.00201176 -0.00492027 -0.0018862 -0.00606422 -0.00130617 -0.00768914 -0.0179832 0.00944068
internal_weight=0 0.0096913 0.00844592 0.00743422 0.00632201 0.00530487 0.00378414 0.00247768 0.00202602
internal_count=3910 3451 3281 3160 2941 2574 2392 1623 459
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=11
num_cat=0
split_feature=158 52 51 42 151 160 12 12 4 15
split_gain=6.15395e-05 7.71466e-05 0.000110074 8.46572e-05 6.94458e-05 7.52029e-05 7.34303e-05 9.71451e-05 0.000118225 5.02867e-05
threshold=0.084965000000000027 -0.27466499999999994 -0.09021499999999999 -1.0000000180025095e-35 -0.084129999999999996 -0.079684999999999992 0.099370000000000014 0.08401500000000002 0.0051950000000000008 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 -10
right_child=-2 2 3 4 5 6 -8 -9 9 -11
leaf_value=-0.00046929219415637127 -0.00046422928340925643 0.0006650430316328704 -0.00050303683968870507 -0.00035623118863746788 -0.00030887451750218195 -0.00020030245931553008 -0.0001506059045565452 0.00072333960380157052 0.00078170624626902033 0.00019653553460872617
leaf_weight=0.0010695410065541472 0.0010200836410255267 0.001122287791448834 0.0010721190192045588 0.0012458309850352589 0.0012386272239963353 0.0019153650742088192 0.0016634549580522573 0.0016263280163963025 0.0010285663431820365 0.0012517016635241948
leaf_count=424 423 239 837 270 386 246 176 636 173 100
internal_value=0 3.55901e-05 7.99817e-05 2.05171e-05 7.6818e-05 0.000138659 0.000212714 0.000316521 0.000158829 0.00046049
internal_weight=0 0.0132338 0.0121643 0.011042 0.00996987 0.00872404 0.00748542 0.00582196 0.00419563 0.00228027
internal_count=3910 3487 3063 2824 1987 1717 1331 1155 519 273
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=10
num_cat=0
split_feature=2 13 150 2 1 49 52 4 43
split_gain=2.40537e-05 5.26203e-05 6.05188e-05 5.29747e-05 5.47933e-05 5.07474e-05 4.90158e-05 9.79053e-05 3.599e-05
threshold=0.097940000000000013 -0.088444999999999982 0.087235000000000021 0.086915000000000006 0.11866500000000001 -0.045004999999999996 0.10701500000000001 0.17888000000000001 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -2 7 -7 -3
right_child=5 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.022934523105321559 0.024199308961906571 0.034407521751577956 -0.020609118673132996 -0.01386937045346077 -0.0068834634085465675 -0.022973351467779693 0.017393919926958754 0.013867814940168428 0.0084811955903154306
leaf_weight=0.0012057197288571266 0.0010925317406036399 0.0010516352454006312 0.0011066247107100052 0.001043965580341439 0.0010273490200543665 0.0016564233840549035 0.001154420764351201 0.0012777910353033261 0.0010907856030480377
leaf_count=452 221 441 192 813 127 490 229 242 703
internal_value=0 -0.00407208 0.0002026 0.00566824 0.012103 0.00505388 -6.20072e-05 -0.00692977 0.0212075
internal_weight=0 0.00652608 0.00532036 0.00421374 0.00316977 0.00518117 0.00408864 0.00293421 0.00214242
internal_count=3910 2728 2276 2084 1271 1182 961 732 1144
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=11
num_cat=0
split_feature=158 159 42 43 47 16 16 13 1 1
split_gain=8.00391e-05 7.19183e-05 6.84926e-05 7.86135e-05 9.26606e-05 8.06682e-05 0.000112383 7.75773e-05 7.53563e-05 8.9634e-05
threshold=0.084965000000000027 0.073745000000000019 -1.0000000180025095e-35 -0.15109999999999998 0.10561500000000001 0.15737500000000001 -0.0083999999999999995 -0.086679999999999993 0.11215000000000001 0.094695000000000015
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=-0.00039619004120473617 -0.00054161582493615548 0.0004355450831410146 0.00054019728574153749 -0.00048562005208745374 0.00048675306219235243 -0.00056561032467063481 0.0005494643762798836 -0.00011500470489386566 -0.00042287338029607777 0.00059967358802732334
leaf_weight=0.0016050174111483075 0.0010067438656381376 0.0015039488101302447 0.0010784323835235686 0.0016447013120968945 0.0012010895406568377 0.0012013641771436295 0.0011306766085318202 0.0015559135624799935 0.0010489853141941127 0.0011912864312895836
leaf_count=881 423 391 116 488 174 314 366 506 102 149
internal_value=0 3.20077e-05 -2.00534e-05 4.00022e-05 -2.01076e-05 -9.84288e-05 -1.30221e-05 -0.000129913 2.41974e-05 0.000194906
internal_weight=0 0.0131614 0.0116575 0.0100524 0.00897402 0.00777293 0.00657156 0.00544089 0.00379619 0.0027472
internal_count=3910 3487 3096 2215 2099 1925 1611 1245 757 655
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 12
split_gain=2.01836e-05 3.95003e-05 0.000123493 8.93108e-05 0.000109462 6.54769e-05 5.92172e-05
threshold=0.079700000000000007 0.08346000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.10071499999999999 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=-0.0031548675659428069 -0.013407625787168812 -0.011471861509248192 0.028011035411389586 0.007590373819341069 0.031256744132392364 -0.03295051061697854 -0.02013127475532718
leaf_weight=0.0017020642765784768 0.0010294823755395239 0.0014216659403227248 0.0017890991215464222 0.0019141349612671154 0.0012564266080386053 0.0013014982458812441 0.0012897912570152196
leaf_count=380 254 108 589 370 88 714 1407
internal_value=0 0.00125401 0.0105288 -0.00273572 0.00624069 -0.0160659 -0.00356941
internal_weight=0 0.0106747 0.00321077 0.00746392 0.00446035 0.00300356 0.00320393
internal_count=3910 3656 697 2959 1865 1094 1777
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=12
num_cat=0
split_feature=484 52 52 0 13 15 15 0 1 2 2
split_gain=0.000133497 7.09795e-05 8.01054e-05 0.000107 9.17022e-05 6.64882e-05 9.82333e-05 6.47345e-05 0.000187443 5.81996e-05 4.98435e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -0.042354999999999997 -0.03231499999999999 -0.11739999999999999 -0.11287999999999999 1.0000000180025095e-35 0.106035 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 -7 10 -3 -9
right_child=1 5 3 4 -6 7 -8 8 -10 -11 -12
leaf_value=-0.00068544907312900673 -0.00024051577512539636 -0.00049734810396269609 -7.1808228138388959e-05 0.00022560796609893711 0.00099665609153030423 0.00016710736285051339 0.00044743339147397456 0.00024395098531938928 -0.0010406639634146899 0.00014852268819262699 -0.00032468323858903084
leaf_weight=0.0010536194226806574 0.0010787942511091006 0.0010513751417717612 0.0013628807648249364 0.0011666203710539889 0.001206156138196266 0.0011942700542920438 0.0018641264235438591 0.00112773570005157 0.0010779188149477002 0.0010951139692918234 0.0012490803168614568
leaf_count=612 379 217 62 239 313 107 403 825 443 182 128
internal_value=0 3.92745e-05 0.000230138 0.000366055 0.000617556 -6.68391e-05 0.000118142 -0.000226419 -0.000362457 -0.000167832 -5.48815e-05
internal_weight=0 0.0134741 0.00481445 0.00373566 0.00237278 0.00865962 0.00401062 0.004649 0.00345473 0.00214649 0.00237682
internal_count=3910 3298 993 614 552 2305 802 1503 1396 399 953
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=9
num_cat=0
split_feature=1 2 4 4 3 1 2 12
split_gain=2.46912e-05 4.98235e-05 5.54277e-05 3.40258e-05 6.05353e-05 5.68028e-05 4.83488e-05 0.000100304
threshold=0.076710000000000014 0.096540000000000015 -0.37626499999999991 0.0057500000000000008 -0.010319999999999998 0.10203000000000002 0.11542500000000001 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 -7
right_child=3 2 -4 5 -6 6 -8 -9
leaf_value=-0.021857102083282409 0.010369840857604699 0.018973074628953965 -0.013478710033370389 0.028892071454758424 -0.01797003202537692 -0.017508993415100888 0.020014868312194699 0.021024084819649139
leaf_weight=0.0013807709495441385 0.001353055555245767 0.0010422994130247377 0.0010631884262383515 0.0010313435051400805 0.0017016175779202823 0.0019390279819687735 0.0011558485350633917 0.0010367329803530057
leaf_count=1452 867 39 517 139 298 249 281 68
internal_value=0 -0.00709484 0.0025862 0.00294861 -0.005417 0.00789814 0.00265758 -0.00408436
internal_weight=0 0.00348626 0.00210549 0.00821763 0.00305467 0.00516295 0.00413161 0.00297576
internal_count=3910 2008 556 1902 1165 737 598 317
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=12
num_cat=0
split_feature=484 4 0 15 15 43 4 151 13 0 16
split_gain=8.5417e-05 6.85206e-05 9.22486e-05 8.4303e-05 0.000137414 0.000113132 0.000137398 0.000122263 8.00822e-05 9.93658e-05 7.1122e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.017214999999999998 -0.080894999999999981 -0.00072999999999999985 -0.0088999999999999982 -0.062819999999999987 -0.10462499999999998 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9 -10 -5
right_child=1 2 -4 10 -6 6 7 8 9 -11 -12
leaf_value=-0.00054749194681627999 -0.00042942506382411151 -0.00047654004508263669 0.00052046040081388256 5.3325583350308266e-05 0.00062898665077538356 0.00070997684954342288 -0.00063885502237224915 -0.00029213973583673542 -2.2533988436906884e-05 0.00078909561044400521 -0.00063252604247076671
leaf_weight=0.0010596746818926162 0.0011446528233806106 0.0015971124012229675 0.0015453301454938098 0.0010647111401574649 0.001541477867096761 0.0011791893751346566 0.0010202191368700589 0.0011458926338682816 0.0012974294892519056 0.0010486901641215251 0.0012803310083133986
leaf_count=612 152 489 152 83 252 237 138 308 93 175 1219
internal_value=0 3.00829e-05 7.1432e-05 9.33861e-06 9.71036e-05 -1.53863e-05 0.000114022 -4.17205e-05 0.000132737 0.000340256 -0.000321131
internal_weight=0 0.013865 0.0127204 0.0111751 0.00883001 0.00728853 0.00569142 0.00451223 0.00349201 0.00234612 0.00234504
internal_count=3910 3298 3146 2994 1692 1440 951 714 576 268 1302
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=9
num_cat=0
split_feature=51 157 2 12 3 151 15 16
split_gain=2.37456e-05 5.12889e-05 5.68384e-05 4.53373e-05 5.46472e-05 8.92352e-05 0.000133238 4.47367e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.086650000000000019 0.096315000000000026 0.11818000000000002 -0.0088999999999999982 -0.03231499999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -7 -3
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.011032081912048701 -0.022813370254392402 0.00075943103984771462 -0.0083421024022946582 -0.012500983710365871 -0.0065834994158431581 0.05483139609729968 0.0082934901304801602 -0.024219455052312606
leaf_weight=0.0016600322068126378 0.0010481796760751184 0.0015181154667883072 0.0010310298040481351 0.0010893146848158387 0.0014258763087072121 0.0010088346134444774 0.0015766708493706722 0.0013587090652957736
leaf_count=515 538 206 223 356 178 324 460 1110
internal_value=0 -0.00187741 0.00055857 0.00599932 0.00999595 0.0165327 0.026452 -0.011038
internal_weight=0 0.0100567 0.00900855 0.00613173 0.00504241 0.00361654 0.00258551 0.00287682
internal_count=3910 3395 2857 1541 1185 1007 784 1316
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=10
num_cat=0
split_feature=457 49 15 3 12 52 3 15 1
split_gain=7.43962e-05 6.46351e-05 0.000159914 8.46906e-05 0.000102487 9.72049e-05 5.76303e-05 8.00121e-05 4.15425e-05
threshold=-0.0034949999999999994 -0.029304999999999998 -0.073314999999999991 -0.032959999999999996 0.093375000000000014 0.0033900000000000002 0.092005000000000017 -0.017214999999999998 0.091655000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 -8 -5
right_child=1 3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00051620353264583371 0.00071720312290631145 -0.00040058767540476856 -0.00016016131632317309 0.00011084860118359926 -0.00060820626648720342 0.00033784914451897782 -0.0003173716640380858 0.00029041600400770144 0.00066628985633024156
leaf_weight=0.0010165815657754698 0.0015919706869485005 0.0012776169097401899 0.0016028863354470325 0.0010732961462553898 0.0017785843005925523 0.0014784751986856174 0.0018061532831599465 0.001545152021618341 0.0010000774427250509
leaf_count=316 193 802 263 148 900 787 200 100 201
internal_value=0 3.4349e-05 0.000277022 -4.3498e-05 -0.000241261 -4.46139e-06 0.000121819 -3.71452e-05 0.000378762
internal_weight=0 0.0131542 0.00319486 0.00995936 0.00453468 0.00275609 0.00542468 0.00335131 0.00207337
internal_count=3910 3594 456 3138 2489 1589 649 300 349
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=9
num_cat=0
split_feature=474 160 42 52 0 2 4 2
split_gain=2.34288e-05 6.15398e-05 6.59115e-05 4.1896e-05 9.82244e-05 9.05346e-05 7.59584e-05 9.62915e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.012625000000000003 0.113945 0.074650000000000008 0.086875000000000022
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=-0.018939247902774153 0.014530680399354632 -0.019055671610374698 -0.012527444469785251 0.024265870765268156 -0.021333604701883967 -0.016142789992284756 0.034047998307001621 0.025024736606992261
leaf_weight=0.0016878770716979392 0.0010082495006604316 0.0012903003705434469 0.0014074575610939222 0.0010177550486114816 0.0013755269108644413 0.0011549543322869433 0.0014433879217348568 0.0013263042448740528
leaf_count=927 424 869 520 153 191 273 183 370
internal_value=0 -0.00141486 0.00186598 0.00536033 0.00249177 0.00863803 0.0154898 0.00569127
internal_weight=0 0.0107036 0.00901569 0.00772539 0.00670763 0.0053321 0.00417715 0.00273376
internal_count=3910 3486 2559 1690 1537 1346 1073 890
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=10
num_cat=0
split_feature=1 123 16 43 42 3 4 2 16
split_gain=2.46697e-05 4.00157e-05 5.05279e-05 5.37292e-05 6.89426e-05 8.40008e-05 5.6809e-05 0.000129653 7.83597e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.093039999999999984 0.085330000000000003 -0.08348499999999999 0.0057500000000000008 0.11203000000000002 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.024409942364268414 0.014634875862485087 0.016858397379357456 -0.017773840389470236 0.027755333550296676 -0.019601826545909966 -0.030810432357581796 0.0355991750774435 -0.013848659818736994 0.0069907035441158219
leaf_weight=0.0010338297022639198 0.0010436062994522042 0.0010701583622696074 0.0015594215197644694 0.0014805383774809744 0.001150143903255605 0.0010526094513302817 0.0011025178408524982 0.0010215968456445991 0.0011447847218422368
leaf_count=136 225 276 494 758 1219 335 166 82 219
internal_value=0 -0.00147812 -0.00353386 -0.000998226 0.00276465 0.00719838 0.000155612 0.0118171 -0.011117
internal_weight=0 0.0106156 0.00954544 0.00851161 0.00695219 0.00580205 0.00432151 0.00212411 0.00219739
internal_count=3910 3685 3409 3273 2779 1560 802 248 554
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=9
num_cat=0
split_feature=1 4 151 4 15 0 2 1
split_gain=2.47748e-05 5.21012e-05 3.82104e-05 6.64442e-05 6.89234e-05 0.000106201 5.33462e-05 4.31194e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 1.0000000180025095e-35 -0.066689999999999985 0.088895000000000016 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -5
right_child=2 -3 3 7 -6 -7 -8 -9
leaf_value=0.0039128909760189094 0.02083881508704952 -0.020789699349176224 -0.028782979262635379 -0.00088099836799585994 -0.029846907694133253 0.024489027808465645 0.00085296563349520596 0.025742286437416013
leaf_weight=0.0019101334251956465 0.0010441774031530876 0.0015439427261021727 0.0010752596604956251 0.0011135660111240982 0.0010058627874553741 0.0011737757739362343 0.0013958903762543717 0.0013408620892312454
leaf_count=422 194 1586 303 108 537 290 154 316
internal_value=0 -0.00712896 0.00297684 0.000351856 -0.00667323 -0.000278168 -0.0120424 0.0136634
internal_weight=0 0.00345408 0.00814939 0.00710522 0.00465079 0.00364493 0.00247115 0.00245443
internal_count=3910 2008 1902 1708 1284 747 457 424
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=8
num_cat=0
split_feature=12 4 12 47 3 4 3
split_gain=2.3193e-05 4.18588e-05 5.55234e-05 5.10161e-05 4.70782e-05 4.62997e-05 7.92965e-05
threshold=0.11655500000000001 -0.23071499999999998 0.097345000000000015 0.086425000000000016 -0.084129999999999996 -0.0010999999999999996 0.094625000000000015
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=-0.012693441312506352 -0.013903741690736538 -0.011383665138786034 0.025514319519247181 -0.013286044423135249 0.022764279106341805 -0.017332223448308731 0.017159946857431267
leaf_weight=0.0017507981002304633 0.0010910806130472314 0.0012457196288709893 0.001076375922768249 0.0018337119627443695 0.0018471534670808248 0.0011744706606535466 0.0015411098915710198
leaf_count=290 187 945 455 346 977 506 204
internal_value=0 0.0014169 0.00425044 0.00125549 0.00584621 0.0105503 0.00224231
internal_weight=0 0.0104693 0.00871854 0.00764217 0.00580845 0.00456273 0.00271558
internal_count=3910 3723 3433 2978 2632 1687 710
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=12
num_cat=0
split_feature=52 376 484 52 12 160 151 4 2 2 2
split_gain=5.5097e-05 6.48201e-05 7.26803e-05 9.73967e-05 5.87628e-05 6.30158e-05 9.78604e-05 0.000100283 5.55377e-05 8.35303e-05 4.85502e-05
threshold=-0.27466499999999994 0.084770000000000026 -1.0000000180025095e-35 -0.081429999999999989 0.10852500000000001 -0.079234999999999986 -0.0088999999999999982 0.26048500000000002 0.10113500000000002 0.083585000000000007 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 -7 8 9 -8 -4
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00042487226219688342 -0.00050357379384356944 0.0005054242843851879 0.00010889867049409067 -0.00039274578287255943 -0.00048980845991989654 -0.00039226767644614553 -0.0001469516065354816 0.00075937655088200795 -0.0002061310142622894 0.00058174190783241318 0.0006928481034571114
leaf_weight=0.0010760914082484111 0.0010241472106596707 0.0010436892401755387 0.0010542378321615866 0.0012568171874687362 0.001030849350445332 0.0013035793876950176 0.0010842378969346579 0.0010208342935888052 0.0016456272968848329 0.0013677578963246625 0.0011385836615799803
leaf_count=425 575 130 163 529 200 182 433 219 129 699 226
internal_value=0 3.68453e-05 -4.15951e-06 4.27538e-05 -5.02366e-05 8.77379e-06 8.73527e-05 0.000209503 7.25144e-05 0.000259524 0.000412104
internal_weight=0 0.0129704 0.0119267 0.0109025 0.0087097 0.00767885 0.00642204 0.00511846 0.00409762 0.002452 0.00219282
internal_count=3910 3485 3355 2780 2391 2191 1662 1480 1261 1132 389
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=9
num_cat=0
split_feature=11 48 0 15 2 52 12 15
split_gain=2.3048e-05 3.06243e-05 0.00011517 8.87522e-05 9.44129e-05 0.000184641 0.000101557 5.44497e-05
threshold=0.079700000000000007 0.08346000000000002 -0.18901999999999997 -0.017214999999999998 0.11005500000000001 0.084240000000000023 0.080120000000000011 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0050869388851667576 -0.014396945290245695 -0.011809710056106733 0.026594433660481656 0.035846189585285536 0.033648878314529194 -0.033718860094712241 -0.0066447231889642661 -0.033082387419443644
leaf_weight=0.0018627947209331501 0.001017415083930562 0.0014011652004397579 0.0017639346838946787 0.0011747330285062385 0.0010116755515576963 0.0011515829891256173 0.0010792899421242946 0.0011079547823871824
leaf_count=444 254 108 589 172 165 760 768 650
internal_value=0 0.00136297 0.00959322 -0.00216295 0.00682542 -0.00114281 0.0155003 -0.015528
internal_weight=0 0.0105531 0.0031651 0.00738803 0.00441728 0.00340561 0.00225402 0.00297075
internal_count=3910 3656 697 2959 1865 1700 940 1094
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=10
num_cat=0
split_feature=50 133 40 160 156 16 2 0 16
split_gain=2.14337e-05 3.71492e-05 6.17e-05 7.44231e-05 5.9871e-05 6.25409e-05 5.6325e-05 8.98373e-05 4.45372e-05
threshold=0.086465000000000014 0.087895000000000015 -1.0000000180025095e-35 0.087825000000000014 0.082605000000000026 -0.52908499999999992 0.087005000000000013 -0.066689999999999985 -0.092714999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.0199680507599128 -0.013750347506565187 -0.015604570122326628 -0.0074651846863447602 -0.016872852666726612 -0.012158626551512043 0.013647545639511732 0.024170828678742276 0.052184392756727122 -0.0031983498231300703
leaf_weight=0.001005263227550888 0.0010345681261272688 0.0011518456191126529 0.0011182604566379924 0.0011912947833903282 0.001030642238525485 0.0014944195460075485 0.0010038678466079769 0.0010163322905893226 0.0014582473229084656
leaf_count=315 715 729 127 238 385 667 198 82 454
internal_value=0 0.00133763 0.00343187 0.00626152 0.0101313 0.0139029 0.018708 0.029247 0.00796077
internal_weight=0 0.0104702 0.00931833 0.00831306 0.00712177 0.00609113 0.00497287 0.00251075 0.00246212
internal_count=3910 3195 2466 2151 1913 1528 1401 749 652
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=9
num_cat=0
split_feature=52 376 47 4 52 150 2 0
split_gain=2.02446e-05 3.98087e-05 5.66145e-05 5.57376e-05 5.64469e-05 6.8229e-05 5.2952e-05 9.40068e-05
threshold=-0.24456499999999998 0.048375000000000008 0.09252500000000001 -0.23071499999999998 0.084240000000000023 0.086420000000000011 0.084235000000000018 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.01346379227208659 -0.017883913015647644 0.018996574084212521 -0.019207961832937756 0.033670279707333044 -0.011114292448454834 -0.0065447242038791115 -0.011023688970766415 0.029833412467927575
leaf_weight=0.0010191770860925519 0.001149988745039624 0.0011333959077813151 0.0014234005488343747 0.0013955814240278149 0.0015066404865383912 0.0015742481460600407 0.0011557503743395122 0.0010983135855022839
leaf_count=449 137 199 304 539 1091 321 163 707
internal_value=0 0.00130214 -0.000853377 0.00246188 0.00593819 0.0108563 0.0183622 0.00888431
internal_weight=0 0.0104373 0.00930392 0.00788052 0.00673053 0.00522389 0.00364965 0.00225406
internal_count=3910 3461 3262 2958 2821 1730 1409 870
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=12
num_cat=0
split_feature=158 50 52 51 42 151 13 13 2 49 4
split_gain=8.18758e-05 8.47169e-05 8.14578e-05 8.53451e-05 9.34822e-05 9.87754e-05 8.14838e-05 6.82056e-05 5.31822e-05 0.000100838 4.87925e-05
threshold=0.084965000000000027 0.086465000000000014 -0.27466499999999994 -0.09021499999999999 -1.0000000180025095e-35 -0.084129999999999996 -0.37340499999999993 -0.10241499999999999 0.095040000000000013 -0.029304999999999998 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 -9 -10
right_child=-2 -3 3 4 5 6 7 8 10 -11 -12
leaf_value=-0.00042831216333896191 -0.00053267083172744869 -0.00046550024177281844 0.00068637941246253221 -0.00047491568154083089 -0.00035793406059833204 -0.00021450917344078966 0.00077717734126218831 0.00090356675266210057 -0.00030732417835991076 0.00014104479111032813 0.00025917956494882807
leaf_weight=0.0010379926508975916 0.0010048681416894622 0.0011281876252291516 0.0010205041478381074 0.001008507232221424 0.0012416984205582023 0.0012734561894425832 0.001082665335610326 0.0010430088896475301 0.0010078833020329299 0.0018484594342401343 0.0013916015056341642
leaf_count=377 423 692 198 659 246 113 113 115 168 634 172
internal_value=0 4.81216e-05 9.65887e-05 0.000146493 9.08254e-05 0.000155014 0.000238304 0.000328776 0.000237022 0.000416101 2.12245e-05
internal_weight=0 0.013084 0.0119558 0.0109178 0.00989728 0.00888877 0.00764707 0.00637362 0.00529095 0.00289147 0.00239948
internal_count=3910 3487 2795 2418 2220 1561 1315 1202 1089 749 340
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=10
num_cat=0
split_feature=4 42 15 3 43 48 2 16 1
split_gain=2.11743e-05 3.47795e-05 8.29755e-05 5.5271e-05 4.9676e-05 5.07473e-05 3.6266e-05 1.93952e-05 6.01517e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.10315499999999998 -1.0000000180025095e-35 0.085875000000000021 0.094580000000000011 0.041215000000000009 0.11327500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -3 -2
right_child=8 7 -4 4 5 -7 -8 -9 -10
leaf_value=0.024661720717982609 0.014693658541628891 -0.022995191372903498 -0.024170240794835401 -0.014960672300002812 0.027675219897315074 -0.008128773526945134 0.0022747660389131718 -0.0035511714598145034 0.0038507519404227513
leaf_weight=0.001228872288296233 0.0010129275759099277 0.0010520599265595345 0.0010966234441941343 0.0014047276381742081 0.0012570028276451348 0.0013554409915600796 0.0010167902657322236 0.0010012257354047329 0.0010338071575648001
leaf_count=218 116 906 799 734 159 187 133 348 310
internal_value=0 -0.00200583 0.00120491 0.00564811 0.00100657 0.00718684 0.0163167 -0.0135139 0.0092169
internal_weight=0 0.00941274 0.00735946 0.00626283 0.00503396 0.00362923 0.00227379 0.00205329 0.00204673
internal_count=3910 3484 2230 1431 1213 479 292 1254 426
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=11
num_cat=0
split_feature=484 4 151 0 48 159 52 43 3 2
split_gain=0.000158031 5.00837e-05 7.5737e-05 0.000104173 0.000113424 0.000119525 0.000106882 8.24976e-05 6.51291e-05 2.79645e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.085109999999999977 -0.15007499999999999 0.086065000000000016 0.073745000000000019 -1.0000000180025095e-35 0.083940000000000015 -0.021064999999999997 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -3
right_child=1 9 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00073390887967779591 0.00051644161290338459 0.00012220444529287172 -0.00048253337049339762 -0.00069223144073211939 0.00053598760595120005 0.00053918680690003158 1.9125050573661308e-05 0.00037748439748486271 -0.00057158722013827548 0.00053684800287437124
leaf_weight=0.0010350591733369044 0.0010035667637123434 0.0013795341791775959 0.0017513131513144297 0.0012226826067079782 0.0014777991985166009 0.0010564223077895001 0.0018196769985638754 0.0012994679531269653 0.0011848550009061773 0.0011438424299331381
leaf_count=612 261 199 151 376 369 240 1192 172 90 248
internal_value=0 6.14181e-05 3.38492e-06 -4.90891e-05 4.5081e-05 -6.51194e-05 -0.000180632 -3.52969e-05 -0.000213826 0.000310162
internal_weight=0 0.0133392 0.0108158 0.00981222 0.0080609 0.0065831 0.00552668 0.004304 0.00300453 0.00252338
internal_count=3910 3298 2851 2590 2439 2070 1830 1454 1282 447
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 4 15 13 49 42
split_gain=7.32463e-05 4.79343e-05 7.23128e-05 6.98915e-05 0.000116088 8.14285e-05 8.99018e-05 0.000116471 0.00014387 6.77515e-05 6.09181e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 -0.0088999999999999982 0.26048500000000002 -0.07142999999999998 -0.0030249999999999995 -0.053904999999999988 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 -7 10 -5 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00048987592711754752 0.00054051825632939123 0.00043003016522038509 -0.00047627661186717718 8.4341656132456145e-05 -0.00057195614058866255 -0.00039988574325875662 0.00068625259612386082 0.000941371878590009 -0.00020054906354305052 -0.00060519480253271528 0.00027675019622603665
leaf_weight=0.001087853571602986 0.0010207312255121502 0.0011072158743785096 0.0010960273347768211 0.0011585214062064452 0.0011912011968335011 0.0013866303120222759 0.0011732007570498491 0.0010197696863987766 0.0014797728037630395 0.0010393531868840402 0.0011044944935650475
leaf_count=627 155 216 116 187 475 333 182 393 410 257 559
internal_value=0 4.01299e-05 3.13634e-06 5.28305e-05 7.21089e-07 8.23038e-05 0.000197847 8.30332e-05 0.000268833 -0.000241733 0.000595807
internal_weight=0 0.0127769 0.0116697 0.0105737 0.00955294 0.00836174 0.00616387 0.00499067 0.00360404 0.00219787 0.00212426
internal_count=3910 3283 3067 2951 2796 2321 1877 1695 1362 444 952
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 151 12 2 3 52
split_gain=0.000110332 6.12391e-05 0.000121015 0.000127433 0.000126785 9.21485e-05 7.96021e-05 0.000102677 0.000133673 8.16452e-05 3.78222e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.098845000000000016 0.086875000000000022 0.11818000000000002 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 10 -10
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.0006128600325292471 -0.00041396963410529321 0.00072574764586110386 -0.00062155653186143857 0.00068401488435224946 -0.00050956075604259739 -0.00024437037625097373 -0.0001103781424717921 -0.00023296501587087942 0.0010864175339343393 0.00016578385120736501 0.00055399704019935792
leaf_weight=0.00104841090952451 0.0010212549564058314 0.0010400574973203703 0.0012594768459975461 0.0010320342566784929 0.0010312927589703211 0.0018471433998700449 0.0015583764932946666 0.0014720673721384941 0.00103835756335636 0.0011231342401695123 0.0010138384381951082
leaf_count=612 369 260 534 223 709 248 431 129 152 86 157
internal_value=0 4.75736e-05 8.55376e-05 2.70046e-05 -3.85481e-05 4.22829e-05 0.000112954 0.000219312 0.000359959 0.000590789 0.000823388
internal_weight=0 0.013437 0.0124158 0.0113757 0.0103437 0.00908421 0.00805292 0.00620577 0.00473371 0.00317533 0.0020522
internal_count=3910 3298 2929 2669 2446 1912 1203 955 826 395 309
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=11
num_cat=0
split_feature=484 41 474 1 43 2 16 43 2 15
split_gain=0.00011484 6.37672e-05 9.44806e-05 7.39166e-05 8.81176e-05 0.000106 9.9032e-05 0.000121494 9.8959e-05 8.31449e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 0.13662500000000002 -0.06705499999999999 0.087995000000000004 0.18126 -0.089949999999999988 0.10113500000000002 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -7 -10
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11
leaf_value=-0.00062936025674880758 -0.00037819655028700587 -0.00042188187193213867 0.00065454942571988831 0.00051268705961546334 -0.00055650244108651384 0.00037672459505625676 0.00074757927861661768 0.00046364258102936877 8.2965556835879682e-05 -0.00057517464151490122
leaf_weight=0.0010469307458986438 0.00137720077274748 0.0010369692774671339 0.001024484843559729 0.0011115154639381305 0.0018313097853694454 0.00170410962578308 0.0010061767886200422 0.0012640803171840597 0.0016258774965491251 0.0013514344091184014
leaf_count=612 393 183 308 188 782 392 170 464 217 201
internal_value=0 4.50618e-05 8.44403e-05 3.26231e-05 -1.98954e-05 -0.00015655 0.000224108 2.46959e-05 -9.37667e-08 -0.000215771
internal_weight=0 0.0133332 0.0122962 0.0112717 0.0101602 0.00651273 0.00364746 0.00264128 0.00468142 0.00297731
internal_count=3910 3298 3115 2807 2619 1592 1027 857 810 418
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=10
num_cat=0
split_feature=484 1 12 2 3 2 13 1 3
split_gain=6.06924e-05 4.485e-05 7.68443e-05 6.41314e-05 0.000137526 8.91467e-05 7.23086e-05 6.73492e-05 4.87526e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11203000000000002 0.11818000000000002 0.097940000000000013 -0.088444999999999982 0.095575000000000007 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00045545641064342088 -0.00039043914673531533 0.00041274134387853274 -0.00050662128364635007 0.00022743818499033658 -0.00068963854269075671 0.00049422973667249677 0.00021904264181274452 0.00046338024310512105 -0.00028795022702975196
leaf_weight=0.0010592534970251559 0.0013165704705195725 0.0010933614072285323 0.0010566890022937229 0.0012785151908565866 0.0012369201002168095 0.0019934635515763948 0.0014121621045120505 0.0015458922395689039 0.0015078215123556853
leaf_count=627 363 216 116 320 106 401 1312 272 177
internal_value=0 3.34657e-05 -3.07677e-06 4.86259e-05 -0.000223518 0.000136662 1.33925e-05 0.000132445 -4.27584e-05
internal_weight=0 0.0124414 0.011348 0.0102913 0.00251544 0.00777591 0.00578245 0.00446588 0.00291998
internal_count=3910 3283 3067 2951 426 2525 2124 1761 1489
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=12
num_cat=0
split_feature=484 1 474 15 13 16 4 52 4 0 16
split_gain=0.000204845 8.24032e-05 8.67958e-05 0.000101447 6.16629e-05 8.2153e-05 6.65146e-05 5.00265e-05 0.000149206 6.66586e-05 0.000107429
threshold=-0.0043499999999999988 0.13662500000000002 0.084655000000000022 -0.19153499999999998 -0.091229999999999992 0.22945500000000005 -0.06272999999999998 0.084505000000000011 -0.032604999999999995 -0.10131499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 8 -6 10 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00085299210069963017 -0.00052694327614925633 0.00055732078627351031 0.00053991152168941705 -5.6487451502172885e-05 0.00059148087471265086 0.00042450617499499967 0.00056823758087879556 -0.00050876499664397274 -0.00043428463111317984 -0.00067857682253543003 0.00040240401986882981
leaf_weight=0.001021062831540946 0.0014404990046311275 0.0011617614439291138 0.0010826255364401903 0.0011961838432095508 0.0010271256677432629 0.0010971263564439945 0.0014489163179337546 0.001245755850511422 0.0014027586204073267 0.0010267391621009746 0.0010183048997565742
leaf_count=612 213 216 301 169 462 319 192 829 157 352 88
internal_value=0 5.87179e-05 1.03902e-05 -4.21872e-05 3.16051e-05 -6.69838e-05 0.00028572 -0.000161243 -6.44977e-05 -0.000259919 -8.23715e-05
internal_weight=0 0.0131478 0.011986 0.0109034 0.00946291 0.00681781 0.0026451 0.00572068 0.00447493 0.0034478 0.00242106
internal_count=3910 3298 3082 2781 2568 2207 361 1888 1059 597 245
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=11
num_cat=0
split_feature=484 52 52 2 42 160 151 12 1 4
split_gain=6.90005e-05 4.78175e-05 8.30787e-05 6.81553e-05 6.02964e-05 0.000119243 8.01926e-05 0.000116142 8.21335e-05 6.48324e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.081429999999999989 0.089910000000000004 -1.0000000180025095e-35 -0.078874999999999987 -0.0088999999999999982 0.095295000000000019 0.095575000000000007 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 9 -8
right_child=1 2 4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00047614530136270603 -0.00037115689771898751 9.7466092880763104e-05 -0.0004374901805174646 0.00077153760735289376 -0.00052807277008715472 -0.00028466296598751533 0.00050954817619233239 -0.00015746632729722826 0.00074057909568163546 -0.00018718776913154777
leaf_weight=0.001079758164923293 0.0010007862003926287 0.0012540861699100207 0.0011030779323944534 0.0010676681159670146 0.001174439890815419 0.0013438475001587491 0.0010541185913940966 0.0018473024327203963 0.0018387845021514563 0.0010011283780958832
leaf_count=627 369 239 789 201 509 199 267 225 255 230
internal_value=0 4.01894e-05 7.54216e-05 0.000407441 -6.91216e-06 5.05918e-05 0.000146511 0.000247434 0.000439516 0.000170162
internal_weight=0 0.0126852 0.0116845 0.00232175 0.0093627 0.00825962 0.00708518 0.00574133 0.00389403 0.00205525
internal_count=3910 3283 2914 440 2474 1685 1176 977 752 497
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=9
num_cat=0
split_feature=11 48 3 15 3 4 4 15
split_gain=2.29052e-05 3.42694e-05 0.000120952 6.47112e-05 8.38579e-05 5.9714e-05 5.65283e-05 5.35417e-05
threshold=0.079700000000000007 0.016865000000000002 -0.0026499999999999996 -0.017214999999999998 0.10666500000000002 0.0057500000000000008 -0.076854999999999993 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 -4 -5 -1
right_child=-2 2 5 4 -6 -7 -8 -9
leaf_value=-0.0035112991522970893 -0.014221290417660652 0.03879278293287549 -0.019166143139322463 0.007699877099862547 0.027534724739493938 0.01304207547176434 -0.01934209540536351 -0.031348275886144743
leaf_weight=0.0018534988357880294 0.0010347175825183167 0.0010036180326264479 0.0011331276277062171 0.0019056847492525558 0.0012200201859571286 0.0011699780378759822 0.0013005825230318585 0.001101615095603802
leaf_count=432 254 461 146 1034 87 112 737 647
internal_value=0 0.00136066 0.00982072 -0.00242928 0.00522119 -0.00280436 -0.00326936 -0.0138884
internal_weight=0 0.0106881 0.00330672 0.0073814 0.00442629 0.00230311 0.00320627 0.00295511
internal_count=3910 3656 719 2937 1858 258 1771 1079
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=9
num_cat=0
split_feature=1 4 4 2 0 52 12 3
split_gain=2.50317e-05 5.09611e-05 3.36097e-05 6.44064e-05 0.000160202 8.69463e-05 5.89247e-05 4.38458e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.081189999999999984 1.0000000180025095e-35 -0.15007499999999999 -0.066329999999999986 0.10333000000000002 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 7 -4
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=0.0037706650474586415 -0.012723656488896999 -0.020551362681338666 -0.029859843868338148 -0.02171575956428479 0.046460161211002687 0.014753449228741795 0.014090071069853979 -0.00058957562844335145
leaf_weight=0.0019254735682113038 0.0011649116020238225 0.0015589540156120513 0.0010110725339539267 0.0010265136660443375 0.0011019477818259068 0.0018001415288626931 0.0010503423726997453 0.0010363170836836725
leaf_count=422 452 1586 569 60 359 232 107 123
internal_value=0 -0.00711116 0.00300802 0.00561621 0.0141179 0.00150948 -0.00516573 -0.0150443
internal_weight=0 0.00348443 0.00819125 0.00702633 0.0039286 0.00282666 0.00309773 0.00204739
internal_count=3910 2008 1902 1450 651 292 799 692
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=9
num_cat=0
split_feature=14 2 40 4 3 49 43 48
split_gain=2.35049e-05 4.93553e-05 8.17549e-05 7.96787e-05 0.000110441 4.88391e-05 7.35805e-05 3.34102e-05
threshold=-0.10523499999999998 0.10946500000000002 -1.0000000180025095e-35 -0.08422499999999998 0.090325000000000003 -1.0000000180025095e-35 -0.074254999999999988 0.11028500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -3
right_child=1 7 3 4 -6 6 -8 -9
leaf_value=-0.014624694764147362 -0.02730905630298331 0.021870310800554581 -0.017415294729800895 -0.01534680604582328 0.034185837169948767 0.024929326915795247 -0.0092869737691984467 -0.0010909201103185961
leaf_weight=0.0010050610770265559 0.0011448929303183005 0.0016585779646568375 0.0016667190344459735 0.0014028252367490847 0.0012081901000620884 0.0012659816791588589 0.0012480945088537791 0.0010255483527998651
leaf_count=175 250 510 648 426 111 590 1054 146
internal_value=0 0.00137519 -0.00258913 0.00157789 0.00775462 -0.000398232 0.0079429 0.0130973
internal_weight=0 0.0106208 0.0079367 0.00679181 0.00512509 0.0039169 0.00251408 0.00268413
internal_count=3910 3735 3079 2829 2181 2070 1644 656
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=8
num_cat=0
split_feature=39 42 49 457 49 13 15
split_gain=2.5122e-05 4.38399e-05 4.87707e-05 8.71248e-05 5.41827e-05 7.91778e-05 0.000104413
threshold=0.085060000000000011 0.091955000000000023 -0.084114999999999981 0.041935000000000007 0.082865000000000008 -0.074599999999999986 -0.10071499999999999
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=-0.01802280749059151 0.011706356573371185 -0.018248263201482273 0.01031301923925642 0.028311186036773368 0.017928490725529569 0.0053274847232751728 -0.031926369487568794
leaf_weight=0.0011845952413441184 0.0015813644618408477 0.0014029064524142673 0.0019200197923679276 0.001215246297110081 0.001218264583739046 0.0013392744485477451 0.0017166724661739478
leaf_count=191 417 682 794 222 530 109 965
internal_value=0 -0.00185802 0.000817543 0.00382966 -0.000973375 -0.00560111 -0.0155998
internal_weight=0 0.00999698 0.00859407 0.00740948 0.00619423 0.00497597 0.00305595
internal_count=3910 3493 2811 2620 2398 1868 1074
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=10
num_cat=0
split_feature=49 3 12 3 0 0 1 48 16
split_gain=2.31558e-05 7.35495e-05 4.26294e-05 8.6905e-05 7.57426e-05 5.70022e-05 3.71055e-05 8.03417e-06 7.9913e-06
threshold=-0.029304999999999998 -0.08348499999999999 0.080120000000000011 0.096385000000000012 -0.014809999999999999 -0.08824499999999999 0.091845000000000024 0.088120000000000018 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -2 -3 -5
right_child=2 7 4 8 -6 -7 -8 -9 -10
leaf_value=0.028807819341667928 0.0062153286950002197 -0.010050830865071619 -0.016891952246925135 -0.0053156341779837264 -0.029581915814048204 0.013551761224317026 0.030762709388332889 0.0025509947355262567 -0.017783377901492932
leaf_weight=0.0010562131031641641 0.0015400268337555417 0.0010113193879106308 0.0011183549669150248 0.0010263529928923655 0.0013490603914012365 0.0013665580342229603 0.0010260553850585982 0.0010123252209943735 0.001030025500784959
leaf_count=180 231 229 603 162 172 1808 266 150 109
internal_value=0 0.00741756 -0.00270998 0.00375622 -0.010506 -0.000149675 0.0160307 -0.00374679 -0.0115606
internal_weight=0 0.00307986 0.00845643 0.00462246 0.00383397 0.00248491 0.00256608 0.00202364 0.00205638
internal_count=3910 559 3351 768 2583 2411 497 379 271
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 0 1 16
split_gain=2.12911e-05 5.42172e-05 4.81132e-05 4.98853e-05 5.7005e-05 3.85865e-05 9.30373e-05 6.69523e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 -0.017269999999999997 0.11215000000000001 -0.073459999999999984
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=-0.01146069843582209 -0.002527149028524476 0.018039302258353818 -0.021136230514089936 -0.018464566536289161 0.029004808551858031 0.01045307169747344 -0.034969505919018783 0.013719631242948225
leaf_weight=0.0014217879198442388 0.0011288120313236996 0.0016749892003738243 0.0011024141238612445 0.0011054175341925375 0.001165115186137395 0.0013063720266006671 0.0010357410046353344 0.0015564947359924001
leaf_count=406 520 375 550 780 195 244 130 710
internal_value=0 0.00161143 -0.0016642 0.00127721 0.0134883 -0.00432058 -0.00954007 0.000354436
internal_weight=0 0.0100754 0.00840037 0.00729795 0.00229393 0.00500403 0.00369765 0.00266191
internal_count=3910 3504 3129 2579 715 1864 1620 1490
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=11
num_cat=0
split_feature=484 4 0 1 0 151 151 2 150 12
split_gain=6.63122e-05 5.99032e-05 0.000108845 8.2302e-05 6.06367e-05 4.88713e-05 6.76792e-05 0.000143886 0.00011638 6.36162e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.079355000000000023 -0.084074999999999997 0.0033600000000000006 -0.0088999999999999982 0.087995000000000004 0.083935000000000023 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 9 -5 -8
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11
leaf_value=-0.00047298147927314366 -0.00040636157755321678 -0.00064856208288270156 0.00057113999409471726 -0.00061070771556706995 -1.2339846717203975e-05 -0.00027116354616550507 -0.00021579107228315034 0.00070050369473436823 0.00030667942995000325 0.00039216016958244044
leaf_weight=0.0010776964554740564 0.0010917906675933049 0.0011294716625022769 0.0014797933941243522 0.0010182302532942833 0.0011751960731921475 0.0011904613289583782 0.001799229051578961 0.0019380053584244121 0.0011125839652569676 0.0010467203135669755
leaf_count=627 151 795 152 139 767 126 535 310 175 133
internal_value=0 3.31883e-05 7.35507e-05 2.81712e-06 -0.00032414 9.57851e-05 0.00015896 0.000288423 -0.000131703 7.80915e-06
internal_weight=0 0.0129815 0.0118897 0.0104099 0.00230467 0.00810523 0.00691477 0.00478395 0.00213081 0.00284595
internal_count=3910 3283 3132 2980 1562 1418 1292 978 314 668
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=7
num_cat=0
split_feature=1 4 39 47 0 52
split_gain=2.36282e-05 5.00511e-05 3.0698e-05 5.82077e-05 9.20186e-05 0.000142083
threshold=0.076710000000000014 -0.084009999999999987 0.085060000000000011 0.09252500000000001 -0.087899999999999992 -0.0066199999999999991
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=0.0039305073162158232 -0.006584708150786843 -0.020363074439056533 0.01800474847280897 -0.01689030615027183 -0.014337678191940668 0.032454799941128543
leaf_weight=0.0018908539778062371 0.0017702474516904793 0.0015377750868507509 0.0011589765684104497 0.0015166334849734675 0.0016564755545525958 0.0019693642788631734
leaf_count=422 206 1586 340 275 815 266
internal_value=0 -0.00696541 0.00294355 0.000418409 0.00528323 0.0139744
internal_weight=0 0.00342863 0.0080717 0.00691272 0.00539609 0.00373961
internal_count=3910 2008 1902 1562 1287 472
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=12
num_cat=0
split_feature=484 42 43 4 4 133 12 2 3 4 12
split_gain=0.000108465 6.26505e-05 0.000108878 6.15162e-05 0.000115699 0.000112551 8.98176e-05 8.18223e-05 8.3457e-05 9.82177e-05 6.27556e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.00072999999999999985 -0.034289999999999994 0.065880000000000008 -1.0000000180025095e-35 0.113945 0.096385000000000012 0.074650000000000008 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 10 -5 8 9 -8 -4
right_child=1 2 3 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00062845694827698612 -0.00042967934949633549 0.00064720668101969159 5.9912332414421942e-05 -0.00064416329113137758 0.0006777115632517289 0.00054664713474119589 -0.0005134473244297759 -0.00043227178716250767 0.00061623203903161624 0.00027645694345773973 -0.00056093797448932275
leaf_weight=0.001005859488212889 0.0010060348953656742 0.0011723564405746621 0.0013595434332682481 0.0010272362914011419 0.0013141562502123989 0.0010178401330933088 0.0010220500299772499 0.0012707886379858882 0.0010346373959969624 0.0014838656738974795 0.0011600446879186203
leaf_count=612 215 151 176 303 472 403 273 199 63 176 867
internal_value=0 4.01165e-05 7.99589e-05 1.77507e-05 0.000180922 -3.6355e-06 -0.000117837 -5.46485e-06 0.000147726 -4.57094e-05 -0.000225934
internal_weight=0 0.0128686 0.0118625 0.0106902 0.00485158 0.00353743 0.00583858 0.00481134 0.00354055 0.00250592 0.00251959
internal_count=3910 3298 3083 2932 1918 1446 1014 711 512 449 1043
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=9
num_cat=0
split_feature=14 0 0 52 2 1 1 52
split_gain=2.41272e-05 4.35673e-05 5.71804e-05 4.53109e-05 0.000130103 0.0001056 4.09776e-05 4.37612e-05
threshold=-0.10523499999999998 -0.10575999999999998 -0.074514999999999984 0.10701500000000001 0.10113500000000002 0.11215000000000001 0.087545000000000026 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.01480980315571284 -0.0073491223804283872 -0.020969057040907721 0.023361578841638406 0.020373119236494416 -0.033517776694966951 -0.016613858058922747 -0.00011873709686000159 0.02445679882835405
leaf_weight=0.0010059468257675357 0.0010892043640289496 0.0014888685285398082 0.0016988949052146778 0.0010023501681649177 0.0010489978149770657 0.0010814611851207748 0.0011616207317853913 0.0019258405775510888
leaf_count=175 260 1992 344 226 393 127 152 241
internal_value=0 0.00140224 -0.00383472 0.00144515 -0.00350933 0.00781253 0.00932736 0.0152105
internal_weight=0 0.0104972 0.00632057 0.0048317 0.00382935 0.00278036 0.00417667 0.00308746
internal_count=3910 3735 3082 1090 864 471 653 393
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=12
num_cat=0
split_feature=484 1 51 12 151 4 2 3 48 13 3
split_gain=8.55372e-05 6.55328e-05 8.89025e-05 5.88428e-05 5.77663e-05 8.56096e-05 0.000118444 8.26499e-05 0.000109271 8.18789e-05 0.000154313
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 -0.084764999999999993 0.28937500000000005 0.11203000000000002 0.094625000000000015 0.085575000000000012 -0.083814999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 -6 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00053273504207464943 0.00049479213742842951 0.00050558359480715556 -0.00039972601022739845 -0.0004730438962036796 0.00026979315008332521 0.00054132134735639039 -0.00060637592810826736 0.00059830189817059874 0.00053192058988714148 -0.00093186870769404527 7.0863987949222487e-05
leaf_weight=0.0010726677026816492 0.0012461902454352853 0.0010813462588083059 0.0012366393223633039 0.0011735262681523253 0.0010161093174098066 0.0011864831664022864 0.0011372022493766629 0.0010012882711983306 0.0010353992778989298 0.001102967430168301 0.0012688503017512461
leaf_count=627 367 216 278 188 424 192 158 65 215 1030 150
internal_value=0 4.42594e-05 5.18433e-07 -6.01166e-05 -6.18403e-06 5.66258e-05 -3.1015e-05 8.96022e-05 -2.55499e-05 -0.000195921 -0.000395437
internal_weight=0 0.012486 0.0114047 0.0101585 0.00898494 0.0077483 0.00656182 0.00542461 0.00442333 0.00338793 0.00237182
internal_count=3910 3283 3067 2700 2512 2234 2042 1884 1819 1604 1180
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=8
num_cat=0
split_feature=52 160 15 160 16 43 15
split_gain=2.73902e-05 6.20139e-05 0.000118087 4.80444e-05 3.92462e-05 4.70964e-05 4.97866e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -1.0000000180025095e-35 -0.055679999999999993 -0.019509999999999996 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.027231596557032764 -0.020408625920852217 0.013877286204566242 -0.027999171667439454 0.021400365673384377 -0.01184859347912787 -0.015610029333180564 0.010603866413557934
leaf_weight=0.0010722859439039178 0.0013850739558377767 0.0019154493156481915 0.0010384623729715774 0.0013001067255587477 0.0018654444822366846 0.0013446804035376074 0.0015709505008529292
leaf_count=244 924 518 428 565 260 218 753
internal_value=0 0.00663286 -0.000844591 -0.00360019 0.000228165 0.00557208 -0.00148591
internal_weight=0 0.0040262 0.00295391 0.00746626 0.00608118 0.00421574 0.00291563
internal_count=3910 1190 946 2720 1796 1536 971
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=12
num_cat=0
split_feature=484 1 51 42 12 151 0 16 2 43 4
split_gain=9.17583e-05 6.28542e-05 8.95435e-05 8.65533e-05 8.51876e-05 8.32915e-05 0.000128403 9.84145e-05 0.000126996 4.64174e-05 3.63519e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.099370000000000014 -0.084129999999999996 -0.070894999999999986 -0.50388999999999984 0.095040000000000013 -0.044024999999999988 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 10 -8 -9
right_child=1 -3 3 4 -6 6 9 8 -10 -11 -12
leaf_value=-0.00056056052914071224 0.00048384383028485332 0.00048138763469381173 -0.00056754952865076605 -0.00040543952202615413 -0.00042986604832991537 0.00049651605273725663 0.00085642742618377186 -0.00012838588678964878 -0.00067384639141873279 0.00027548578082112185 0.00037878006847502703
leaf_weight=0.0010769467222163957 0.0012751743349854296 0.0011094184574168128 0.0011764951903855498 0.0011611546408613217 0.0015079388665911317 0.0010737361159566896 0.0010457680337958956 0.0011860301740690238 0.0012784502547266968 0.0010696216626587055 0.0010027517537216316
leaf_count=627 367 216 863 247 176 113 123 681 191 167 139
internal_value=0 3.52172e-05 -6.8126e-06 -6.63894e-05 -3.16325e-06 7.91445e-05 0.000163677 -2.21977e-05 -0.000182834 0.000562681 0.000103963
internal_weight=0 0.0128865 0.0117771 0.0105019 0.00932545 0.00781751 0.00665636 0.00454097 0.00346723 0.00211539 0.00218878
internal_count=3910 3283 3067 2700 1837 1661 1414 1124 1011 290 820
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=9
num_cat=0
split_feature=1 43 3 47 0 52 1 3
split_gain=3.09649e-05 3.69551e-05 7.44435e-05 5.72011e-05 0.000124571 6.51681e-05 5.17723e-05 3.86441e-05
threshold=0.13662500000000002 -0.053009999999999995 -0.075954999999999981 0.077065000000000008 0.0059850000000000016 -0.074484999999999982 0.090820000000000012 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 -7 -1
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=0.0064941213379602642 0.016616371138379795 -0.0099597493247329371 0.02390418472525498 -0.02509790403073079 -0.026341752662271962 5.3493241378465112e-05 0.029017742949439398 -0.019396899315781198
leaf_weight=0.0013171502422443478 0.0010192576211546676 0.0013577543162711899 0.0014646301230326316 0.0012836568727898146 0.001477742062532178 0.0010450794248339302 0.0015070350219000724 0.0010251706148019057
leaf_count=233 225 241 474 243 206 975 304 1009
internal_value=0 -0.00164152 0.00622004 -0.00612772 -0.00160786 0.00774035 0.017157 -0.00483768
internal_weight=0 0.0104782 0.00380695 0.00667127 0.00538761 0.00390987 0.00255211 0.00234232
internal_count=3910 3685 1716 1969 1726 1520 1279 1242
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 0 1 16
split_gain=2.62356e-05 4.63645e-05 4.6883e-05 4.90734e-05 5.29869e-05 3.69823e-05 7.97964e-05 6.25613e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 -0.017269999999999997 0.11215000000000001 -0.073459999999999984
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=-0.012741513033327503 -0.0016528633190407952 0.017071732724400393 -0.020459126323789763 -0.018010065687591666 0.02881400304068665 0.010497595550722792 -0.03277422284985157 0.01313204865410024
leaf_weight=0.0014201840187776813 0.0011246298439996833 0.0016556228409831319 0.0011024363115882336 0.0011085288496921839 0.0011592474277077884 0.0013160150544785582 0.0010222947403237224 0.0015429425540223899
leaf_count=406 520 375 550 780 195 244 130 710
internal_value=0 0.00178041 -0.00124208 0.00167056 0.0138115 -0.00388646 -0.00903912 0.000112134
internal_weight=0 0.0100317 0.00837609 0.00727366 0.00228388 0.00498978 0.00367377 0.00265147
internal_count=3910 3504 3129 2579 715 1864 1620 1490
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=9
num_cat=0
split_feature=1 43 3 12 47 52 1 13
split_gain=2.82001e-05 3.43677e-05 6.23877e-05 5.11518e-05 5.96748e-05 8.02677e-05 6.28586e-05 3.38692e-05
threshold=0.13662500000000002 -0.053009999999999995 -0.075954999999999981 0.098845000000000016 0.077065000000000008 -0.074484999999999982 0.087545000000000026 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 -7 -1
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.016411991819474971 0.015960464375158145 -0.01520601525537791 0.022303134329761158 -0.02566467534698131 -0.021591733492892586 -0.0051340511164709142 0.025451025330713389 0.0076985767279522726
leaf_weight=0.0011407844550042779 0.0010069534372088131 0.0014966830729883944 0.001452732737146749 0.0010941259897957797 0.0012134069080848228 0.0011059581721910884 0.0017123801348880099 0.001190790674585062
leaf_count=777 225 306 474 303 195 782 383 465
internal_value=0 -0.00156526 0.00603686 -0.00590931 -0.00199955 0.00350988 0.013449 -0.00409815
internal_weight=0 0.0104069 0.00378431 0.00662255 0.00552843 0.00431502 0.00281834 0.00233158
internal_count=3910 3685 1716 1969 1666 1471 1165 1242
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=8
num_cat=0
split_feature=151 52 13 52 43 2 0
split_gain=2.4855e-05 3.92501e-05 6.17657e-05 5.05001e-05 4.36499e-05 7.16159e-05 2.42578e-05
threshold=-0.084764999999999993 0.11588000000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 -0.084074999999999997
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=-0.0124316314346581 0.0083529993950442957 -0.014000154613295178 0.014538388198293981 -0.019474108519575106 0.015607002222506864 -0.016253943081513466 0.027808470828827755
leaf_weight=0.0014124055064865396 0.001414566976891715 0.0013663970575147578 0.0015058105636792246 0.0016643950084902917 0.0015306254850949615 0.0013086907229620665 0.001171710286381673
leaf_count=406 608 608 549 987 344 181 227
internal_value=0 0.0017432 0.00424578 -0.00131516 -0.00661577 0.000921733 0.0171673
internal_weight=0 0.0099622 0.0085958 0.00600952 0.00450371 0.00283932 0.00258628
internal_count=3910 3504 2896 2061 1512 525 835
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=11
num_cat=0
split_feature=484 15 11 4 16 15 43 3 4 15
split_gain=8.62656e-05 4.90798e-05 8.68047e-05 0.000108258 0.000102616 7.83923e-05 9.02124e-05 8.17766e-05 6.04492e-05 6.1702e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.077330000000000024 -0.0017649999999999999 -0.30307999999999996 -0.059484999999999989 0.0050750000000000005 -0.018854999999999997 0.044585000000000007 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 -6 -10
right_child=1 2 -4 4 8 6 -8 -9 9 -11
leaf_value=-0.00054340212600975961 0.00038685112855112375 0.00066969488095845059 -0.00055521840119529845 -0.00062358194952679498 -0.00031029352614739383 0.00020642118234208333 0.00052079471562151776 -0.00049363893076146673 -0.00010432776357711888 0.00053737158430160019
leaf_weight=0.001077585762781782 0.0013570580712878979 0.0012636491174939863 0.0010137203006293583 0.0013388096284724215 0.0014103561818791461 0.0014426261993428936 0.0013444379217910883 0.001155282290141748 0.0011951754807131409 0.0011121972313779538
leaf_count=627 278 375 215 250 307 1109 329 170 202 48
internal_value=0 3.45568e-05 -7.84064e-06 4.62286e-05 -0.000158114 0.000244705 0.000108482 -0.000104893 9.50817e-06 0.000204983
internal_weight=0 0.0126333 0.0112763 0.0102625 0.00505654 0.005206 0.00394235 0.00259791 0.00371773 0.00230737
internal_count=3910 3283 3005 2790 807 1983 1608 1279 557 250
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=8
num_cat=0
split_feature=49 12 47 1 4 52 12
split_gain=2.29747e-05 6.92159e-05 3.91985e-05 7.11669e-05 6.7251e-05 5.38452e-05 8.95016e-05
threshold=-0.029304999999999998 0.085185000000000025 0.10783500000000001 0.11507500000000002 0.05309500000000001 0.091210000000000013 0.080120000000000011
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=-0.0042245721690175684 -0.0016994684084482869 0.026966199401173892 0.011488627813286936 -0.028533439333961269 0.016317509901685748 0.0076458303674617097 -0.039335390451107677
leaf_weight=0.0019065820845434447 0.0016000724585153179 0.0011350084975583867 0.0015718786533814467 0.0011646794250606057 0.0015541568314203606 0.0014081397783598272 0.0010442332964360583
leaf_count=370 268 189 238 315 359 650 1521
internal_value=0 0.00741466 -0.00273779 -0.00604029 -0.00136771 -0.00815019 -0.0165619
internal_weight=0 0.00304159 0.00834316 0.00677128 0.0056066 0.00405245 0.00264431
internal_count=3910 559 3351 3113 2798 2439 1789
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 12 3 1 2
split_gain=0.000105094 4.77765e-05 8.53588e-05 6.49983e-05 9.009e-05 0.000134436 0.000138922 8.8259e-05 7.68913e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.099370000000000014 0.086650000000000019 0.085185000000000025 0.11818000000000002 0.095575000000000007 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 8 -4 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00060140654269177668 0.00048798715007862141 0.00043576149278879838 -0.00066780402229542791 -0.00039752156584948599 -4.4175630524639075e-05 0.00059647566586825426 -0.00054986162228330096 7.4045807480765792e-05 0.00062928631948649721
leaf_weight=0.0010750320540142922 0.0012329734370813842 0.0010597319777088171 0.0012483570170579179 0.001789928967267841 0.0017554045089558986 0.0017747084494131897 0.0014060516474308504 0.0012183129569553596 0.0010367457508447331
leaf_count=627 367 216 869 368 286 697 108 210 162
internal_value=0 3.74362e-05 6.10107e-07 -5.8134e-05 1.38459e-05 0.000144034 -4.72274e-05 -0.000301397 0.000205886
internal_weight=0 0.0125222 0.0114625 0.0102295 0.00843958 0.00597291 0.0041982 0.00246667 0.00279215
internal_count=3910 3283 3067 2700 2332 1253 556 1079 448
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=11
num_cat=0
split_feature=484 52 52 12 2 43 151 1 3 16
split_gain=9.48269e-05 5.12024e-05 0.000104407 6.92252e-05 6.80293e-05 6.72651e-05 6.6246e-05 0.000135933 0.0001428 7.23173e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.081429999999999989 0.11655500000000001 0.089910000000000004 -0.15109999999999998 -0.0088999999999999982 0.095575000000000007 0.12046500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 -7 9 -9 -8
right_child=1 2 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.00056325330889332454 -0.00037703691606063953 0.00014810898883128897 0.00047427640701454651 -0.00047258296688446223 0.0008275211117830403 -0.00036322910404246395 6.6740920677844673e-05 0.0007316492776802151 -0.00016858563414690419 -0.00060294557378108864
leaf_weight=0.0010688262936605986 0.0010162546203587005 0.0012437675572643777 0.0012310896428981396 0.0010977739654980901 0.0010407398997903661 0.001671979124469025 0.0013085229040499836 0.0017214697000173234 0.001117039222535384 0.0011781275458910959
leaf_count=627 379 237 180 110 193 311 656 325 126 766
internal_value=0 4.50027e-05 8.19433e-05 -1.0084e-05 0.000457625 5.16206e-05 -2.27423e-05 8.41628e-05 0.00037738 -0.000250544
internal_weight=0 0.0126268 0.0116105 0.009326 0.00228451 0.00822823 0.00699714 0.00532516 0.00283851 0.00248665
internal_count=3910 3283 2904 2474 430 2364 2184 1873 451 1422
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=9
num_cat=0
split_feature=1 43 457 3 49 3 47 1
split_gain=2.20231e-05 3.22608e-05 5.25629e-05 5.04205e-05 4.59225e-05 3.0337e-05 2.76042e-05 4.99535e-05
threshold=0.13662500000000002 -0.053009999999999995 0.041935000000000007 -0.075954999999999981 -0.006494999999999999 -0.10628499999999998 0.07813500000000001 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 7 -6
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=0.0068679553298176335 0.014091501459714016 -0.028368148626590678 0.012733904209846889 0.02056496602040583 -0.014575009543014173 -0.016110267567512118 -0.018661827149560859 0.010784242168398635
leaf_weight=0.0013184053197510736 0.001006106434836884 0.0010795701479815369 0.0012638011441772207 0.0014553772368999626 0.0013963556206572168 0.0010183799967024925 0.0011345877699032881 0.0017506099719220838
leaf_count=233 225 141 169 474 873 1009 206 580
internal_value=0 -0.00140159 -0.00561194 0.0059539 -0.00993668 -0.00314604 -0.00528929 -0.000468036
internal_weight=0 0.0104171 0.00662492 0.00379216 0.00536112 0.00233679 0.00428155 0.00314697
internal_count=3910 3685 1969 1716 1800 1242 1659 1453
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=11
num_cat=0
split_feature=484 42 160 151 49 47 2 4 2 2
split_gain=0.000123702 4.54281e-05 9.49468e-05 8.24824e-05 8.36011e-05 0.000111514 9.06338e-05 0.000122028 0.000148981 7.61466e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.082234999999999989 -0.084129999999999996 0.087720000000000006 0.09252500000000001 0.10113500000000002 0.05309500000000001 0.086875000000000022 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 -8
right_child=1 2 3 4 -6 -7 9 -9 -10 -11
leaf_value=-0.00066915214795367428 -0.00024029963345944337 -0.0004128342806331427 -0.00035190465021338975 -0.00023528449359577465 0.0007583110339425531 -0.00043172161175979829 -0.0004243777792316732 0.00099804590670824725 0.00067126137487705673 0.00026674156641488225
leaf_weight=0.0010050475830286074 0.0018252502402355099 0.0012539538893692878 0.0010688026315199143 0.0013776840441349029 0.001000794783716414 0.0010677662904144403 0.0010999562379855193 0.0010862221027062658 0.0014105560895920632 0.0013842619006355075
leaf_count=612 990 537 198 452 199 102 160 128 259 273
internal_value=0 4.57076e-05 9.4269e-05 0.000161232 0.000226312 0.000154619 0.000253079 0.000440527 0.000223332 -3.92706e-05
internal_weight=0 0.0125752 0.01075 0.00949604 0.00842724 0.00742645 0.00635868 0.00387446 0.00278824 0.00248422
internal_count=3910 3298 2308 1771 1573 1374 1272 839 711 433
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=9
num_cat=0
split_feature=16 16 160 2 2 0 150 49
split_gain=2.50726e-05 5.09648e-05 5.92085e-05 5.97507e-05 5.63373e-05 4.94441e-05 9.62654e-05 6.63999e-05
threshold=-0.055679999999999993 -0.008069999999999999 -0.063534999999999994 0.10648500000000001 0.088125000000000023 -0.11756999999999999 0.077110000000000012 -0.0087399999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=-0.019342101298739034 -0.024248964251524809 0.018275802399113167 -0.0020506200629765046 0.013171870157005586 -0.03293541945881049 -0.0065678450756876186 0.018419926467315842 0.02549002878933317
leaf_weight=0.0017320660015042707 0.0010811829368144715 0.0012698367724985051 0.0013407238308180891 0.0010271536369165293 0.0010556584872922683 0.0010033608564241046 0.0011062600653430829 0.0018145421634897828
leaf_count=295 507 392 346 283 318 176 129 1464
internal_value=0 -0.00467544 -0.000166416 -0.00700689 -0.015656 0.00469186 -0.00462405 0.0140753
internal_weight=0 0.00577456 0.00469337 0.00342354 0.00239638 0.00565623 0.00283833 0.0028179
internal_count=3910 1846 1339 947 664 2064 424 1640
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 3 12 15
split_gain=2.1936e-05 3.45707e-05 9.5872e-05 6.8148e-05 7.88563e-05 5.6714e-05 4.66702e-05 4.48273e-05
threshold=0.079700000000000007 0.08346000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.018854999999999997 0.085605000000000014 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0048690176744953613 -0.014140949721901663 -0.0094353572285772788 0.025721646787953828 0.022131385960249002 0.027394523580484016 -0.022468953241503616 -0.0073962456710809773 -0.030670454041422726
leaf_weight=0.0018321178386933915 0.001005406502137692 0.0013966404235037919 0.0017444986745455773 0.0010002315176118894 0.0011892445015542191 0.0010024069282608158 0.0011515340607853837 0.0010646813014381549
leaf_count=444 254 108 589 413 88 161 1203 650
internal_value=0 0.00132872 0.0100898 -0.00247225 0.00545083 -0.00282279 0.00632944 -0.014352
internal_weight=0 0.0103814 0.00314114 0.00724022 0.00434342 0.00315417 0.00215177 0.0028968
internal_count=3910 3656 697 2959 1865 1777 1616 1094
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=11
num_cat=0
split_feature=484 4 0 2 1 43 51 2 1 15
split_gain=0.000169267 6.55951e-05 9.9608e-05 9.14814e-05 0.00021582 0.000141536 0.000119461 7.80257e-05 6.76148e-05 5.97447e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.076335000000000014 0.11203000000000002 0.11235500000000002 -0.079109999999999986 -0.004559999999999999 0.092175000000000021 0.095575000000000007 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 9 -7 8 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00077916385469520831 -0.00040649075019492806 -0.00053546211054969126 0.00061029872238262377 -0.0009025718737503915 0.00020580593334553892 0.00086487046694388948 -0.00035518408968082519 0.00053919680172438234 0.00027867257278402495 5.7144957710145049e-05
leaf_weight=0.001017426196347245 0.0011001720514209933 0.0012769735332790397 0.0012813337500245789 0.0011953390037107011 0.001552866405160158 0.0012167115566961281 0.0012937787852458794 0.001379443621388891 0.0012943091613917901 0.0013408730506802042
leaf_count=612 152 443 119 253 318 211 902 316 185 399
internal_value=0 5.14698e-05 9.40536e-05 3.13556e-05 -0.000276286 0.000139719 0.000327386 0.000162557 -3.81908e-05 -0.000231926
internal_weight=0 0.0129318 0.0118316 0.0105503 0.00274821 0.00780209 0.00518424 0.00396753 0.00258809 0.00261785
internal_count=3910 3298 3146 3027 571 2456 1614 1403 1087 842
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15 4
split_gain=9.71101e-05 5.13966e-05 5.41585e-05 7.32833e-05 9.93443e-05 9.04314e-05 9.76316e-05 0.000205378 9.01379e-05 7.09194e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084890000000000007 -0.0088999999999999982 0.089910000000000004 0.11203000000000002 -0.055679999999999993 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 8 -8 -7 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00057757482386363939 0.00054073108765697372 0.00045271171594198588 -0.00041744212886402917 0.0001299326922197149 -0.00041353072013503587 -0.00049310205781528309 0.00090473713654222639 -0.00015187202031808798 0.0002708989638704348 -0.00058416834871874218
leaf_weight=0.0010647535609774527 0.0010305687903041537 0.0010582068752505629 0.00107705916277332 0.0010082986794003141 0.0018767319209602651 0.0010572458475085764 0.0017154149320071158 0.0012034541504230183 0.0013541853282203441 0.0011383573696759908
leaf_count=627 155 216 116 297 957 214 391 220 572 145
internal_value=0 3.925e-05 1.0757e-06 4.44845e-05 -1.01908e-05 9.10483e-05 0.000227894 0.000469096 -6.40627e-05 -0.00024875
internal_weight=0 0.0125195 0.0114613 0.0103843 0.00935369 0.00747696 0.0053303 0.00291887 0.00241143 0.00214666
internal_count=3910 3283 3067 2951 2796 1839 1397 611 786 442
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=10
num_cat=0
split_feature=484 12 2 1 0 12 43 15 2
split_gain=0.000146198 5.9441e-05 8.03906e-05 0.000121098 7.88012e-05 6.72077e-05 7.44022e-05 0.000100934 9.64784e-05
threshold=-0.0043499999999999988 0.11655500000000001 0.11203000000000002 0.11235500000000002 -0.23029999999999998 0.093125000000000013 0.0033500000000000005 -0.085499999999999979 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.0007195476218208193 0.0006738814561631412 -0.00035176301138942602 -0.00060508001726399885 0.00018419302099294155 0.0002850147204652281 0.00043123620324150993 0.00044454047639088615 5.8147959572431995e-05 -0.00064890491770700734
leaf_weight=0.0010391223881991004 0.0010985839008981237 0.0013106461377849184 0.001418083366444358 0.001580219931843656 0.0016464104414163211 0.0019158942764431796 0.0011926926043841915 0.0013879720254779699 0.0015941599708114325
leaf_count=612 74 155 237 301 436 623 302 444 726
internal_value=0 4.44434e-05 8.83243e-05 -0.000189103 0.000182466 0.000112691 7.85071e-06 -0.000104676 -0.000319822
internal_weight=0 0.0131447 0.011834 0.0029983 0.00883571 0.00773713 0.00582124 0.00462854 0.00298213
internal_count=3910 3298 3143 538 2605 2531 1908 1606 1170
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=12
num_cat=0
split_feature=42 43 16 133 14 15 42 48 16 12 4
split_gain=8.11383e-05 9.3842e-05 7.92821e-05 7.67023e-05 5.71045e-05 0.00012212 0.00011737 8.67595e-05 6.56072e-05 8.58242e-05 2.19207e-05
threshold=-0.10770999999999999 -0.18906999999999999 0.15737500000000001 0.085760000000000017 -0.13131999999999996 -0.15202999999999997 0.084100000000000022 0.086215000000000014 -0.013279999999999998 1.0000000180025095e-35 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 -7 -4
right_child=1 2 10 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00054462817195002379 0.00055616106922586148 -0.00043440935009804313 -0.00057932058723487371 0.00056816490786670609 0.00068946419480944569 -0.00022863524347637129 -0.00058105392779517337 -0.00029538922231819891 0.00063349192676060817 0.00050850604637357679 -0.00017078484711339145
leaf_weight=0.0010052683639407761 0.0011989038648455705 0.001048094570791051 0.0010004102364818794 0.0010002358322430864 0.0010076754398794232 0.0014905133844736985 0.001262038955522295 0.0016100800584349243 0.0011713219026273287 0.0010247408747255879 0.0010196001019975127
leaf_count=241 161 122 206 881 183 134 747 196 194 516 329
internal_value=0 3.38376e-05 -1.99854e-05 5.42051e-05 -5.47137e-06 5.39452e-05 -4.36957e-05 8.43411e-05 0.000250185 7.16838e-05 -0.000373112
internal_weight=0 0.0128336 0.0116347 0.0096147 0.00861447 0.00756637 0.0065587 0.00529666 0.00368658 0.00251525 0.00202001
internal_count=3910 3669 3508 2973 2092 1970 1787 1040 844 650 535
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=12
num_cat=0
split_feature=484 52 52 12 160 151 1 2 2 2 13
split_gain=7.98483e-05 6.4412e-05 0.000111247 6.11116e-05 8.27618e-05 0.000110497 0.000157283 9.28895e-05 9.21974e-05 4.40374e-05 2.66243e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.081429999999999989 0.11655500000000001 -0.079234999999999986 -0.0088999999999999982 0.10113500000000002 0.10113500000000002 0.090420000000000014 0.089910000000000004 -0.009474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 -4 -6 7 8 -7 -3 -8
right_child=1 2 3 -5 5 6 10 -9 -10 -11 -12
leaf_value=-0.00052210240710901413 -0.00044197283000439101 0.00021313606757704276 -0.00039124398651175878 -0.00045473451454998063 -0.00037679207934622168 -0.00014745429745530034 0.00045804975810476828 -0.00048285280124960354 0.00062599854501989402 0.00075904227647966666 0.00090030355729794377
leaf_weight=0.0010764390292043362 0.0010065263926016263 0.0012429952293541236 0.0014308557753525417 0.0010947385646275848 0.0013482493143574135 0.0012852056125044328 0.0010763252507380123 0.0010852177343334823 0.0010993949644769463 0.0010463967580410707 0.0010186698802815679
leaf_count=627 379 237 569 110 195 920 220 139 233 193 88
internal_value=0 3.4043e-05 7.48957e-05 -1.91559e-05 3.79929e-05 0.000126836 0.000248855 -7.28853e-06 0.000209138 0.00046265 0.000673091
internal_weight=0 0.0127346 0.011728 0.00943866 0.00834392 0.00691306 0.00556481 0.00346982 0.0023846 0.00228939 0.002095
internal_count=3910 3283 2904 2474 2364 1795 1600 1292 1153 430 308
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=12
num_cat=0
split_feature=484 42 47 16 42 16 1 1 48 1 12
split_gain=0.000169212 7.56096e-05 0.000106288 0.000112319 0.000154755 0.000121699 0.00010555 0.000204217 0.000132285 8.28832e-05 5.01571e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 0.26760500000000004 -1.0000000180025095e-35 0.0015250000000000001 0.11215000000000001 0.10113500000000002 0.085875000000000021 0.083370000000000014 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -7
right_child=1 -3 -4 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00077093920990733197 -0.00056398248759375593 -0.00046160880629443401 0.00054283743690015343 -0.00052750740880342436 -0.00010204606595000618 0.00029906040241546269 -0.00042333835771293045 0.00090947326664694535 -0.00059585777136028184 0.0005713486366523199 0.00090597247847961477
leaf_weight=0.0010270507481461013 0.0012046044279994958 0.0010137353240393448 0.0017559264175405981 0.0012600932543631376 0.0015750109571345278 0.0010645895747812065 0.0013977041248699898 0.0011568151936568929 0.001125175206824377 0.00126885627715018 0.001030092926803599
leaf_count=612 876 422 171 310 507 131 216 144 125 243 153
internal_value=0 5.39208e-05 9.46261e-05 2.36138e-05 9.43126e-05 0.000186325 5.42927e-05 0.000184532 -2.67593e-05 0.000198404 0.000597519
internal_weight=0 0.0138526 0.0128389 0.0110829 0.00982285 0.00861824 0.00652356 0.00512586 0.00396904 0.00284387 0.00209468
internal_count=3910 3298 2876 2705 2395 1519 1235 1019 875 750 284
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=11
num_cat=0
split_feature=484 1 52 0 42 15 15 2 4 0
split_gain=0.0001008 5.5987e-05 6.28648e-05 9.87014e-05 8.84398e-05 6.05559e-05 4.13473e-05 0.000110788 8.86713e-05 3.98183e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.048794999999999991 -0.15007499999999999 0.081685000000000021 -0.19153499999999998 -0.106555 0.10113500000000002 -0.0031049999999999997 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 8 -8 -9
right_child=1 -3 5 4 -6 6 7 9 -10 -11
leaf_value=-0.00058780093645768015 -0.00025038056346440184 0.00046879390956692591 -0.00051542158875058112 0.00073514766398660963 2.0329713697353693e-05 0.00033623307503017718 0.00039279727247517498 -0.00072387559796693933 -0.0002571554564275228 -0.00018083285137861192
leaf_weight=0.0010601783468402572 0.001261153379732316 0.0010791059872977621 0.0011585913476372398 0.0014831064915992323 0.0012070330592233655 0.0010080362719663291 0.0019603330740399294 0.0010361153230934242 0.0013716980032931619 0.0010404043079906
leaf_count=627 76 216 190 497 333 142 1277 251 262 39
internal_value=0 4.17148e-05 1.73173e-06 0.000202231 0.000414418 -0.000102851 -2.8356e-05 -9.63075e-05 0.000125231 -0.000451793
internal_weight=0 0.0126056 0.0115265 0.00395129 0.00269014 0.00757518 0.00641659 0.00540855 0.00333203 0.00207652
internal_count=3910 3283 3067 906 830 2161 1971 1829 1539 290
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=10
num_cat=0
split_feature=42 43 16 4 52 14 2 0 49
split_gain=6.19742e-05 7.0634e-05 0.000114715 9.8431e-05 9.0498e-05 7.91692e-05 8.25395e-05 7.05189e-05 6.98746e-05
threshold=-0.10770999999999999 -0.053009999999999995 0.15737500000000001 0.074650000000000008 0.083750000000000005 -0.10523499999999998 0.092175000000000021 -0.13027499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 7 -7 -8
right_child=1 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00047396704436410668 -0.00023412024504464578 -0.00049285974079828101 -0.00061407481762555519 0.00066270099508506178 0.00047713485460081935 0.00019472099568235553 -3.1702373620378731e-05 -0.00038756403425313941 0.00055476145150449544
leaf_weight=0.0010198288924225451 0.0018542757501767396 0.0010034170185715405 0.0012872125991170427 0.0013897294614276978 0.0010932968357948956 0.0014646292254441643 0.001304301401715155 0.0017611915727777955 0.0019471124668581381
leaf_count=241 948 108 291 262 427 133 147 931 422
internal_value=0 2.7849e-05 -7.33971e-05 0.000232518 2.96944e-05 1.96386e-05 9.90319e-05 -0.000123187 0.000319502
internal_weight=0 0.0131052 0.00876786 0.0043373 0.00294757 0.00748065 0.00647723 0.00322582 0.00325141
internal_count=3910 3669 2032 1637 1375 1741 1633 1064 569
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=8
num_cat=0
split_feature=16 160 0 1 151 1 12
split_gain=2.34917e-05 4.55263e-05 5.03474e-05 4.45057e-05 4.42679e-05 9.16035e-05 4.55441e-05
threshold=-0.055679999999999993 -0.081069999999999989 0.059810000000000009 0.10386500000000001 -0.0088999999999999982 0.095575000000000007 0.090840000000000018
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=-0.011488471194361621 0.012547861382682114 -0.026496152399842255 0.0074818951560757518 -0.0033726407567430659 -0.0089514232394998956 0.030461535084385323 0.003783307936733574
leaf_weight=0.0013405557227399636 0.0012344131730186647 0.0017640569400007673 0.0013201841377860069 0.0015759506529624909 0.0017060289412262151 0.0017244398764175665 0.0010174779857969902
leaf_count=261 481 921 162 282 1360 317 126
internal_value=0 -0.00452772 -0.00905078 -0.0155855 0.00444091 0.00924182 0.0205617
internal_weight=0 0.0058946 0.00466019 0.00334001 0.0057885 0.00444795 0.00274192
internal_count=3910 1846 1365 1203 2064 1803 443
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=12
num_cat=0
split_feature=484 52 52 0 13 151 12 12 43 3 16
split_gain=0.000177965 7.04582e-05 8.49858e-05 0.000114043 7.03355e-05 6.60469e-05 8.79156e-05 0.000102621 9.48623e-05 7.20449e-05 4.8957e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -0.042354999999999997 -0.0008699999999999999 0.095295000000000019 0.088005000000000014 -1.0000000180025095e-35 0.090325000000000003 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 8 -7 -10 -8
right_child=1 5 3 4 -6 6 10 -9 9 -11 -12
leaf_value=-0.00079273743066991104 -0.00023521262743264907 -0.00042960644559222265 -7.442124806878353e-05 0.00030834880041618343 0.00098655426709819876 -0.00039379708928451981 -1.1668317379593375e-05 0.00072953683297445799 0.00056177683772221023 -0.00010767091747220142 -0.00060000883443309388
leaf_weight=0.0010327504731570914 0.0011002389428352594 0.0014904604235468346 0.0013235949192296204 0.0011840578996553839 0.0011676990185004808 0.0013445379393136904 0.0011001154988438538 0.0010058207474868876 0.0013385513605823659 0.0011482468992345066 0.0010752555768856406
leaf_count=612 379 273 62 239 313 569 85 625 205 144 404
internal_value=0 5.22751e-05 0.000242862 0.000385976 0.000645093 -5.47652e-05 2.49045e-05 0.000172135 2.58028e-05 0.000252668 -0.000302477
internal_weight=0 0.0132786 0.00477559 0.00367535 0.00235176 0.00850299 0.00701253 0.00483716 0.00383134 0.0024868 0.00217537
internal_count=3910 3298 993 614 552 2305 2032 1543 918 349 489
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=11
num_cat=0
split_feature=484 42 43 16 4 42 2 15 16 1
split_gain=0.00014558 7.35727e-05 0.000106081 0.000103401 9.1359e-05 0.000156573 7.45508e-05 6.85037e-05 0.000156461 0.000111142
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 -0.00072999999999999985 0.078965000000000021 0.10066500000000002 -0.14487999999999998 -0.30307999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -6 -9 -10
right_child=1 2 3 -5 7 -7 -8 8 9 -11
leaf_value=-0.00072265609268209574 -0.0004684113402436597 0.00062842139353314183 0.00080355328054760385 -0.00045728362583578289 0.00022910805991333645 -0.00028396474900564385 0.00014904540369867458 -0.00076503912017790476 -0.00029694290421872547 0.00055697463246309037
leaf_weight=0.0010268345846171983 0.0010004036300233768 0.0012403469125495973 0.001847631014250728 0.0014879479675094969 0.0020046086809923482 0.0011676818443750831 0.0010489422011126688 0.0013110943048836349 0.0013325110744371294 0.0010460328053794321
leaf_count=612 215 151 598 368 348 880 179 210 263 86
internal_value=0 4.32294e-05 8.42204e-05 2.42017e-05 9.76171e-05 0.000322182 0.000566535 -6.26654e-05 -0.000221188 7.85918e-05
internal_weight=0 0.0134872 0.0124868 0.0112464 0.0097585 0.00406426 0.00289657 0.00569425 0.00368964 0.00237854
internal_count=3910 3298 3083 2932 2564 1657 777 907 559 349
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=10
num_cat=0
split_feature=50 133 12 156 160 52 12 4 2
split_gain=2.51322e-05 3.97041e-05 6.53527e-05 6.46924e-05 8.03858e-05 5.65499e-05 4.9497e-05 8.15443e-05 4.51217e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.085790000000000019 0.087825000000000014 -0.080899999999999986 0.095295000000000019 -0.060264999999999992 0.093815000000000009
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=-0.018197904467560044 -0.014609524032291163 -0.01586418143640627 0.032031353528964468 -0.016242276528627926 -0.014900939658632662 0.039721045748040508 -0.0058585334798258006 -0.0099254848787111282 0.01883033497646569
leaf_weight=0.0012065643271212409 0.0010823938964830805 0.0011861898484478344 0.0014248648692925534 0.0010687112850507512 0.0010893206063908659 0.0010132811503403309 0.0014781498507703611 0.0010226344016193616 0.0011699628519357469
leaf_count=346 715 729 266 360 228 581 269 245 171
internal_value=0 0.00138322 0.0035428 0.00671587 0.0101244 0.0145869 0.00928036 0.0162605 0.00541853
internal_weight=0 0.0106597 0.00947349 0.00826693 0.00719821 0.00610889 0.00468403 0.00320588 0.0021926
internal_count=3910 3195 2466 2120 1760 1532 1266 997 416
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=13
num_cat=0
split_feature=14 484 157 132 0 160 42 160 3 1 48 43
split_gain=0.000351263 0.000232752 0.000193153 9.66258e-05 0.000107498 0.000101454 0.000116356 9.50121e-05 0.000103754 8.87996e-05 0.000163038 7.26132e-05
threshold=0.056865000000000006 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 0.15480500000000005 -0.080734999999999987 -1.0000000180025095e-35 0.091575000000000017 -0.074234999999999982 0.090740000000000015 0.08593000000000002 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 11 -10 -11 -8
right_child=-2 2 3 -5 -6 6 7 -9 9 10 -12 -13
leaf_value=-0.00080141366466922001 -0.0011240562109079411 0.00085738337775273206 -0.00051331406240375671 0.00061446320966678967 -0.00055869098269319085 -0.0004336938926136615 0.00026665115776360922 -0.00031706282614564241 0.00051231596589616671 -0.00051315494914200613 0.00047803225826101731 0.00095670442546135057
leaf_weight=0.0010855436524414329 0.001011443575467526 0.0013110630566001919 0.0010084904039685547 0.0011140244065090165 0.0011502131027263428 0.0011620084426339798 0.0010611636192617551 0.0010401555265578399 0.0015022243873083589 0.0014818818660501695 0.0011204200521695638 0.0013101214846481524
leaf_count=583 144 389 397 276 47 679 140 146 153 263 161 532
internal_value=0 7.14935e-05 0.000142945 6.45674e-05 8.03737e-06 7.53332e-05 0.000143741 0.000233016 0.000321371 0.000132726 -8.63997e-05 0.000647902
internal_weight=0 0.0143473 0.0132618 0.0119507 0.0108367 0.00968647 0.00867798 0.00751597 0.00647581 0.00410453 0.0026023 0.00237129
internal_count=3910 3766 3183 2794 2518 2471 2074 1395 1249 577 424 672
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=9
num_cat=0
split_feature=150 151 1 52 0 0 16 3
split_gain=2.72587e-05 6.87436e-05 4.83914e-05 6.18864e-05 7.48492e-05 7.00036e-05 6.03022e-05 4.47245e-05
threshold=0.077110000000000012 -0.051109999999999996 0.12864500000000004 0.11588000000000002 -0.074514999999999984 -0.10575999999999998 0.064860000000000015 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 -1
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=0.007045153902873357 0.025007235718648598 -0.0067997946040617473 0.013898320282229036 -0.028865058173881481 0.028659725739186705 -0.033997509291962706 -0.0013264728732070791 -0.019799129877785562
leaf_weight=0.0016218982310687293 0.0013247909459992839 0.0013949992702071601 0.0014666471043802273 0.0010196219024641191 0.0010576966552181288 0.0010289203850739857 0.0018326488459682699 0.0010053579316136596
leaf_count=285 326 197 280 528 310 1492 413 79
internal_value=0 0.00869319 -0.00272613 -0.00594867 -0.00237944 -0.0118866 0.00964671 -0.0032272
internal_weight=0 0.00271979 0.00903279 0.00756614 0.00654652 0.00365618 0.00289035 0.00262726
internal_count=3910 523 3387 3107 2579 1856 723 364
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=8
num_cat=0
split_feature=160 133 42 15 15 16 1
split_gain=2.30405e-05 5.08686e-05 7.43917e-05 7.06344e-05 0.000104383 0.000100534 4.8877e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 0.11368000000000002
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=-0.010580492678025192 0.010005434328318763 -0.017811948263766943 0.018837988325125642 -0.027298275523281887 0.021216728109643621 -0.031354466949274455 0.019143061686541972
leaf_weight=0.0011376163194891276 0.0018991591441173553 0.001690083051554111 0.0018565312870857812 0.0010739144674976461 0.0016976961000314669 0.0012772892006281521 0.0010769515003545165
leaf_count=227 498 1198 708 544 307 262 166
internal_value=0 -0.00202811 0.00125711 -0.00395397 0.000876847 -0.00901214 0.00387417
internal_weight=0 0.00981008 0.00812 0.00626347 0.00518955 0.00349186 0.00221457
internal_count=3910 3412 2214 1506 962 655 393
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=10
num_cat=0
split_feature=49 3 42 43 0 43 2 51 16
split_gain=2.09467e-05 7.0026e-05 4.82892e-05 5.28536e-05 6.38966e-05 7.66196e-05 4.54944e-05 2.22373e-05 6.28347e-06
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 0.0050750000000000005 -0.083564999999999987 -0.074904999999999985 0.084065000000000015 0.043405000000000006 -0.110495
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 -3 -8
right_child=2 7 -4 -5 5 -7 8 -9 -10
leaf_value=0.027734004123905281 0.019814995249089064 -0.013876447797904909 -0.020728741284813425 0.017644948376534086 -0.0011937877663575997 -0.036807697992174156 0.0014875241474610603 0.0068725625533286958 -0.0096504646118505764
leaf_weight=0.0010664631741768658 0.0013113514830019523 0.0010650247925919876 0.0012580452627099885 0.0014402934481938653 0.0014674175277849017 0.0010267803845638748 0.0010113612671839639 0.0010029200759576469 0.0010146745449510662
leaf_count=180 330 253 756 389 522 527 218 126 609
internal_value=0 0.00692034 -0.00263921 0.000490308 -0.00374657 -0.0158549 0.00530258 -0.00381351 -0.00409058
internal_weight=0 0.00313441 0.00852992 0.00727188 0.00583159 0.0024942 0.00333739 0.00206794 0.00202604
internal_count=3910 559 3351 2595 2206 1049 1157 379 827
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=9
num_cat=0
split_feature=1 2 2 159 43 2 4 3
split_gain=2.10956e-05 5.13111e-05 6.09322e-05 3.31225e-05 5.28633e-05 6.47093e-05 3.89521e-05 7.77146e-05
threshold=0.076710000000000014 0.096540000000000015 0.105395 0.073745000000000019 -0.080894999999999981 0.11339500000000001 -0.0010999999999999996 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6 -8
right_child=3 2 -4 -5 5 -7 7 -9
leaf_value=-0.021644618793579335 -0.015368665401063389 0.020848231187425532 -0.013172417050170346 0.019530106223121468 0.027898705196183551 -0.010589836173403942 -0.0099140005988046787 0.025326175997415813
leaf_weight=0.0013707254520174848 0.0016532307317612604 0.0010153279060143511 0.0010933852775583336 0.0010246365239696036 0.0011473647656616102 0.0017847927032239152 0.0014129709130057157 0.0011232682057311996
leaf_count=1452 359 231 325 380 567 246 234 116
internal_value=0 -0.00658255 0.00320824 0.00271935 0.000300672 0.0050379 0.0126099 0.00569343
internal_weight=0 0.00347944 0.00210871 0.00814626 0.00712163 0.0054684 0.0036836 0.00253624
internal_count=3910 2008 556 1902 1522 1163 917 350
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 1 4 4 15 13
split_gain=8.44739e-05 5.53801e-05 6.46512e-05 6.68363e-05 0.000121895 0.000128934 8.97413e-05 7.8638e-05 6.76281e-05 6.32077e-05 5.16489e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 -0.0088999999999999982 0.089370000000000019 0.27020000000000005 0.0033150000000000007 -0.07142999999999998 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -6 9 -5 -7 -11
right_child=1 -3 -4 4 6 7 -8 -9 -10 10 -12
leaf_value=-0.00053227061177812387 0.00051856147056976128 0.00046189648981924614 -0.00046764339563360401 8.3451229782277608e-05 -0.0008489804539520611 -0.00019591487563570996 -2.2155212912280976e-05 0.00072550597462640886 -0.00060341150173089109 0.0005495180114832032 1.8218386929144064e-05
leaf_weight=0.001085478262511934 0.001029976526082956 0.0010819402770223504 0.0010431665440714154 0.0010116309057710878 0.0010087294087416697 0.0013880834965646805 0.0010100313562592302 0.0011491901853463377 0.0012106807230004568 0.0015888351165683099 0.001262392405918526
leaf_count=627 155 216 116 297 815 312 178 163 145 585 301
internal_value=0 3.74688e-05 -1.77046e-06 4.38209e-05 -6.95726e-06 0.000106661 -0.000435301 0.000270556 -0.000290741 0.000147228 0.000314283
internal_weight=0 0.0127847 0.0117027 0.0106596 0.00962957 0.00761081 0.00201876 0.0053885 0.00222231 0.00423931 0.00285123
internal_count=3910 3283 3067 2951 2796 1803 993 1361 442 1198 886
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 4 2 13 0 4
split_gain=0.000177142 5.33945e-05 7.4203e-05 0.000124524 8.54257e-05 0.00010022 0.000147984 0.000156059 9.19236e-05 6.99496e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.084129999999999996 0.27020000000000005 0.10113500000000002 -0.083514999999999992 -0.070894999999999986 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 -8
right_child=1 -3 3 4 5 -7 9 8 -10 -11
leaf_value=-0.00080146383920765159 -0.00042666249768004471 0.00046923094470512403 -0.00055524592815720225 -0.00040041196652259312 0.00096710704644637987 0.00068802263853140304 6.159501304931057e-05 -0.00017278815721292367 0.00048719700271458174 -0.00057792100891478309
leaf_weight=0.0010094997240533204 0.0013102936158610667 0.0010777611937018072 0.0011027812104542596 0.0010008273251008335 0.0011079040893939639 0.0013832223788581427 0.0013185735634988066 0.0018513657236340867 0.0014443691802909977 0.001311723714205593
leaf_count=612 556 318 820 185 139 247 141 484 190 218
internal_value=0 5.14145e-05 1.33532e-05 6.81543e-05 0.00014115 0.000205544 0.000110664 0.000330468 0.000116453 -0.00025733
internal_weight=0 0.0129088 0.0118311 0.0105208 0.00941799 0.00841716 0.00703394 0.00440364 0.00329573 0.0026303
internal_count=3910 3298 2980 2424 1604 1419 1172 813 674 359
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=12
num_cat=0
split_feature=484 52 52 2 160 12 1 0 2 16 0
split_gain=0.000154979 6.51815e-05 8.17454e-05 9.04345e-05 6.57107e-05 6.17762e-05 8.93181e-05 7.39926e-05 6.19627e-05 7.97438e-05 6.84799e-05
threshold=-0.0043499999999999988 -0.081429999999999989 -0.27466499999999994 0.091250000000000012 0.085065000000000016 0.11655500000000001 0.11561500000000001 -0.17106499999999999 0.10393500000000001 -0.17157499999999998 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 9 -9 -11
right_child=1 4 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00073656270611711016 -0.00017246043103239116 0.00042001517053805388 0.00015916616206865581 0.00091695508102593738 -0.00049112045889282386 -0.00039296742233910198 0.00050094781560495018 0.00043374802697680026 -0.00047365120862686926 -0.00051421497006170634 0.00014010408554995151
leaf_weight=0.0010461476166609062 0.0011023899493462406 0.0011818409603135994 0.0014846877172350003 0.0010224435849456887 0.0010817750959495427 0.0012041633953900309 0.0015772680582817221 0.001162820262764513 0.0014115670883731789 0.0012387229989534849 0.0012212220285227238
leaf_count=612 379 112 263 173 157 105 323 104 179 1415 88
internal_value=0 4.64375e-05 0.000272537 0.000468203 -3.45309e-05 2.03645e-05 8.42284e-05 -2.15084e-05 -0.000125159 1.0627e-05 -0.000189383
internal_weight=0 0.0136889 0.00360952 0.00250713 0.0100794 0.0089976 0.00779344 0.00621617 0.00503433 0.00362277 0.00245995
internal_count=3910 3298 815 436 2483 2326 2221 1898 1786 1607 1503
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=9
num_cat=0
split_feature=1 13 3 52 42 133 160 16
split_gain=2.11498e-05 5.99824e-05 6.39073e-05 5.52334e-05 4.75606e-05 4.58714e-05 7.5123e-05 6.28785e-05
threshold=0.10113500000000002 -0.073799999999999991 0.11265500000000002 -0.018824999999999998 0.086825000000000013 0.083815000000000014 -0.025614999999999995 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.018094171963972252 0.022622340637438478 0.026330696529923717 -0.017873390178027328 -0.0043514434229106952 -0.02199833281817647 0.016572042947974274 -0.0011815734467997044 -0.031016316804677438
leaf_weight=0.0010271496832751081 0.0013695214681113243 0.0010030578934073749 0.0015037460096991584 0.0014135470907680418 0.0011877968396206183 0.001285754888459458 0.0017333280946679667 0.0011923481915120655
leaf_count=285 376 283 113 215 1082 574 689 293
internal_value=0 0.00460597 -0.00168781 0.00838376 -0.00393174 0.000164683 -0.00517222 -0.0133406
internal_weight=0 0.00528987 0.00392035 0.0024166 0.00642638 0.00523858 0.00395283 0.00292568
internal_count=3910 987 611 498 2923 1841 1267 982
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=13
num_cat=0
split_feature=484 42 133 48 12 3 4 160 47 15 13 1
split_gain=0.000237631 9.40667e-05 9.66581e-05 9.96309e-05 9.46266e-05 0.000100248 0.000150677 0.000102727 0.000122106 0.000156776 0.000102167 0.000194784
threshold=-0.0043499999999999988 -0.10770999999999999 0.099765000000000006 0.11930500000000001 -0.0089849999999999982 -0.10628499999999998 0.22584000000000001 -0.080734999999999987 0.09252500000000001 -0.097269999999999981 -0.083514999999999992 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 9 -9 -11 -12
right_child=1 2 -4 -5 5 7 -8 8 -10 10 11 -13
leaf_value=-0.00086252601195186383 -0.0004948308615065494 -0.00021522368492993063 -0.00047133776697206914 -0.00042014454257247209 0.00023600923475237913 -0.0003737463247211644 0.0011468494397266031 0.0010628806598365667 -0.00034080420481264064 0.00063847549701462748 0.00052725412520755342 -0.00068696363580745959
leaf_weight=0.0011627708296923353 0.001090583997644101 0.0017292476467078632 0.0010353407012650027 0.0010671507257512458 0.0018339061251682401 0.001187364213829218 0.0011276066877030991 0.0010616390248771625 0.0010373333516453436 0.001243606996700561 0.0010239431652635696 0.0010079766535937493
leaf_count=612 215 410 493 111 217 452 86 124 113 348 529 200
internal_value=0 5.88669e-05 0.000104082 0.00015244 0.000206741 0.000283361 0.000582815 0.000148211 0.000263525 0.000408064 0.00019583 -7.50842e-05
internal_weight=0 0.0144457 0.0133551 0.0123198 0.0112526 0.00952338 0.00296151 0.00656186 0.0053745 0.00433717 0.00327553 0.00203192
internal_count=3910 3298 3083 2590 2479 2069 303 1766 1314 1201 1077 729
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=11
num_cat=0
split_feature=484 15 4 49 15 43 4 0 47 52
split_gain=0.000165816 9.65979e-05 8.7955e-05 9.66312e-05 0.00013785 7.48767e-05 0.000194101 9.49342e-05 9.02554e-05 7.42405e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.49837999999999999 -0.006494999999999999 0.079360000000000014 -0.079109999999999986 -0.00072999999999999985 -0.10462499999999998 0.078345000000000012 -0.0013649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 9 -2 -7 8 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.00076893832432255779 -0.00014848498080003336 -0.00064724050589124132 -0.0004151725953181084 0.00080086520812096653 -0.00042500765377632033 0.0010779099923641474 0.00022205738328392395 0.0005594013616794756 -0.00048145049917182862 0.00012847171188188166
leaf_weight=0.0010157941443674897 0.0016947464584923019 0.0010274000351497064 0.0016591693435955646 0.0010546114343808121 0.0011129343110575524 0.0010555310288655056 0.0017371760212666785 0.0014001431499511031 0.001175593349617983 0.0015729435617109124
leaf_count=612 542 145 244 171 1191 196 194 391 100 124
internal_value=0 5.25554e-05 -0.000121384 -2.13285e-05 0.000153369 0.000210829 0.00032426 0.000139814 -6.18783e-05 0.000398348
internal_weight=0 0.0134902 0.00642706 0.00539966 0.00374049 0.00706319 0.00536844 0.00431291 0.00291277 0.00262755
internal_count=3910 3298 1875 1730 1486 1423 881 685 294 295
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=12
num_cat=0
split_feature=484 42 160 484 133 2 150 1 47 16 4
split_gain=0.000157247 7.30055e-05 9.17559e-05 7.07914e-05 0.000106909 0.000102998 0.000143927 0.000139737 0.000111443 9.48469e-05 4.18655e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.08764000000000001 -0.0023199999999999996 0.10113500000000002 0.087235000000000021 0.11287500000000002 0.077065000000000008 -0.022939999999999999 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 10 9 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00074025279063553073 -0.00044767897609371694 -0.00034074239476826912 -0.00043107306273919705 -0.00033207676145613295 0.0012278341798614453 -0.00044756788541020919 -0.00021447391150176384 0.00061348315436673723 0.00016242795379153635 0.00050954743863747644 6.3872496180919622e-05
leaf_weight=0.0010338388190445974 0.0010322225763297688 0.0012373401679577024 0.0011556222322387363 0.0010640900228439014 0.0012696241798103496 0.0014698846746565887 0.0010235710965180245 0.0010642199083641078 0.0014606188229202566 0.0015943262542145928 0.0010584776175001781
leaf_count=612 215 831 197 329 542 252 140 204 206 270 112
internal_value=0 5.33409e-05 9.50552e-05 0.000149138 0.000199448 0.000274207 0.000446695 1.74291e-05 0.000603186 0.000827973 -0.000233458
internal_weight=0 0.01343 0.0123978 0.0112422 0.0101781 0.00894072 0.00534814 0.00359258 0.00432457 0.00286395 0.00252836
internal_count=3910 3298 3083 2886 2557 1726 1158 568 1018 812 364
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=12
num_cat=0
split_feature=14 484 157 132 42 43 3 49 48 2 2
split_gain=0.000198805 0.000202978 0.000157387 8.31085e-05 0.0001094 9.76983e-05 8.20889e-05 5.90739e-05 0.00010177 0.00013937 0.000116248
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -1.0000000180025095e-35 -0.019509999999999996 -0.077894999999999978 0.093425000000000022 0.086125000000000021 0.10113500000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 10 -7
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00078033803360328486 -0.00084316003518970664 0.00079002762267395374 -0.00048729201043370144 0.00057257055487694214 5.5212008063848362e-05 -8.9186201493805374e-05 0.00071846927672882834 0.00036064311392484792 -0.0005751643909981428 -0.00037117461142405878 0.00085039456677777389
leaf_weight=0.0010276838808617782 0.0010068530640640972 0.0012374892140508383 0.0015052373462428091 0.0010839038582540787 0.0014511274794274135 0.0010086304683412264 0.0014189551342829593 0.001100391230296871 0.001478672060179606 0.0017666592590477037 0.0010164470943612603
leaf_count=583 159 389 750 274 348 220 392 116 148 222 309
internal_value=0 5.87066e-05 0.000124693 5.50947e-05 2.89968e-06 8.27465e-05 0.000383123 -5.2575e-05 -0.000138849 3.13013e-05 0.000382418
internal_weight=0 0.0140952 0.0130675 0.01183 0.0107461 0.00924088 0.00287008 0.0063708 0.00527041 0.00379174 0.00202508
internal_count=3910 3751 3168 2779 2505 1755 740 1015 899 751 529
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=8
num_cat=0
split_feature=42 51 43 1 16 2 13
split_gain=2.1153e-05 6.05623e-05 4.55022e-05 5.24244e-05 9.39469e-05 0.000102067 5.32863e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.099595000000000017 -0.52908499999999992 0.11339500000000001 -0.080179999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.01062324000987868 -0.017400803354669685 0.020020735883284048 -0.018964970927065589 -0.0148826558700378 0.045597788551222734 0.0034775737251729216 0.0046316825508248239
leaf_weight=0.0016410440155815243 0.001440629585183653 0.0015915254374370552 0.0018352360044848748 0.0010222112285395157 0.0010025415388935292 0.0013500240855011812 0.0019998521059973028
leaf_count=1060 521 498 710 99 251 245 526
internal_value=0 0.00160595 0.00471701 0.00133883 0.0104289 0.021427 -0.00666022
internal_weight=0 0.010242 0.00880139 0.00720986 0.00337478 0.00235257 0.00383509
internal_count=3910 2850 2329 1831 595 496 1236
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=11
num_cat=0
split_feature=484 42 43 16 474 4 4 2 3 1
split_gain=0.000143939 6.91306e-05 9.07369e-05 9.56967e-05 9.95106e-05 8.86616e-05 9.79429e-05 9.52543e-05 9.77425e-05 7.24938e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.15737500000000001 0.083840000000000012 -0.0025899999999999994 0.015635000000000003 0.11203000000000002 1.0000000180025095e-35 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 -7 8 -8 -4
right_child=1 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00070983008868734127 -0.00044350659107986954 0.00060459306447504873 5.8739581043592677e-05 -0.00035862064422591798 0.00070265915406725376 -0.00062148041786463113 -2.8720078294609192e-05 -0.0003174667827634319 0.00075384891848219253 0.00071885173663467248
leaf_weight=0.0010353284585165245 0.0010099315376066635 0.0011902043420032723 0.0014787425460728153 0.001955551025742964 0.0010013056179328456 0.0010890596359710014 0.0015782286131751002 0.0017452840891677519 0.001003957218459371 0.0011271837310531021
leaf_count=612 215 151 898 462 269 236 261 227 129 450
internal_value=0 4.94481e-05 9.03577e-05 3.46124e-05 0.00011983 4.70859e-05 -9.58905e-05 3.63805e-05 0.000275544 0.000344269
internal_weight=0 0.0131794 0.0121695 0.0109793 0.00902376 0.00802246 0.00541653 0.00432747 0.00258219 0.00260593
internal_count=3910 3298 3083 2932 2470 2201 853 617 390 1348
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=9
num_cat=0
split_feature=11 43 2 42 43 0 2 3
split_gain=2.14296e-05 3.30238e-05 8.23361e-05 5.27132e-05 4.27061e-05 7.47044e-05 4.56095e-05 0.000122648
threshold=0.079700000000000007 -0.053009999999999995 0.093815000000000009 0.085195000000000007 0.0050750000000000005 -0.082604999999999998 0.11230000000000001 0.090325000000000003
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=-0.01695797595678104 -0.013700646394202921 -0.0146255577634311 0.027807816145214916 0.011739148348964033 0.0097270006063479887 -0.032078149669701024 -0.015394152134243846 0.030335047454818471
leaf_weight=0.0012458144348767601 0.0010520903995140342 0.0012720845605862039 0.0014197131080851515 0.0013165030588247039 0.001911874221675762 0.001013562107436217 0.0014910984413319698 0.001159998156226659
leaf_count=642 254 549 542 533 625 484 163 118
internal_value=0 0.00124834 0.00848995 -0.00221357 -0.00296219 -0.0078764 -0.00162382 0.0068187
internal_weight=0 0.0108306 0.00398203 0.00256232 0.00684862 0.00493674 0.00392318 0.00243208
internal_count=3910 3656 1717 1175 1939 1314 830 667
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=11
num_cat=0
split_feature=158 50 156 42 151 43 4 0 1 52
split_gain=0.000101868 9.98989e-05 7.49115e-05 7.69177e-05 9.52497e-05 0.000126005 0.000142101 0.000126403 0.000111768 5.21072e-05
threshold=0.084965000000000027 0.086465000000000014 0.088855000000000003 -1.0000000180025095e-35 -0.084129999999999996 -0.074254999999999988 0.24280000000000004 -0.070894999999999986 0.090905000000000014 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 8 -6 9 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00023968094519936158 -0.00060529124828530398 -0.00050140020845022186 -0.00040842518236138849 -0.00028817430542618172 0.00016200452686214291 0.00041637809329175146 0.00064370413831049732 0.0010873022671797142 -0.0004746167363967381 -0.00015262295635935644
leaf_weight=0.0016877383213450498 0.0010004809882424382 0.0011762660282922223 0.001028288337466393 0.0012477863820547505 0.0010119461864103326 0.0015848335714239532 0.0015487783744062029 0.0012927118363516041 0.0015234515787008983 0.0010151050935278301
leaf_count=761 423 692 357 261 349 265 175 133 211 283
internal_value=0 4.37993e-05 9.75067e-05 0.000145181 0.000215596 0.000294399 0.000137313 0.000681016 -5.28919e-05 0.000194221
internal_weight=0 0.0131169 0.0119406 0.0109124 0.00922461 0.00797683 0.00567217 0.00230466 0.00412339 0.00259994
internal_count=3910 3487 2795 2438 1677 1416 934 482 759 548
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=9
num_cat=0
split_feature=4 15 47 3 4 52 2 3
split_gain=2.5377e-05 3.70665e-05 5.91556e-05 4.87186e-05 7.50508e-05 7.83223e-05 0.000113542 1.24693e-05
threshold=0.28937500000000005 -0.10981499999999998 0.092255000000000018 0.10666500000000002 -0.0017649999999999999 -0.087094999999999992 0.093070000000000014 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -2
right_child=7 2 -4 -5 -6 6 -8 -9
leaf_value=-0.019445879302979981 0.017151148485766581 -0.021599367713554887 0.017791531576775207 0.011161758733317961 -0.025277039697689269 0.028080951495149772 -0.014926852476745212 0.0017807027089304863
leaf_weight=0.0011075708016901583 0.0011122349818265393 0.0011724706094133307 0.0015345462881866546 0.0016572406685251596 0.001779210080157306 0.0014370028008597767 0.0010716147041548172 0.0010044543158329348
leaf_count=323 236 512 234 140 562 1354 359 190
internal_value=0 -0.00222131 -1.63622e-05 -0.00385576 -0.00841368 -0.00026298 0.00970916 0.00985725
internal_weight=0 0.00975966 0.00865209 0.00711754 0.0054603 0.00368109 0.00250862 0.00211669
internal_count=3910 3484 3161 2927 2787 2225 1713 426
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15 49
split_gain=8.71286e-05 5.23379e-05 7.37574e-05 7.21298e-05 9.86791e-05 0.000104734 7.26844e-05 0.000181615 0.000123728 6.58632e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 -0.0088999999999999982 0.089910000000000004 0.11203000000000002 -0.055679999999999993 -0.053904999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 8 -8 -7 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00054798359479400218 0.00054184742245096888 0.00045248630521547875 -0.00049758709652174271 6.3722345406823095e-05 -0.00039190909758868471 -0.00050013730059289899 0.00087604656838606825 -0.00011445881714621905 0.00040215664697065715 -0.00062323102763363651
leaf_weight=0.001058274961580302 0.0010288029410977307 0.0010706666161406407 0.0010444910375479151 0.0011195401463086592 0.0019965900549000215 0.0010713287667292741 0.0016748340545386098 0.0012376129758905818 0.0012852793625060996 0.0010305324204327709
leaf_count=627 155 216 116 185 993 211 390 220 540 257
internal_value=0 3.78543e-05 -7.85432e-07 4.88966e-05 -4.9654e-06 9.91665e-05 0.000247985 0.000455142 -8.03181e-06 -0.000265535
internal_weight=0 0.0125597 0.011489 0.0104445 0.00941572 0.00741913 0.00526906 0.00291245 0.00235661 0.00215007
internal_count=3910 3283 3067 2951 2796 1803 1361 610 751 442
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=9
num_cat=0
split_feature=4 2 13 13 2 15 49 15
split_gain=2.16666e-05 6.49893e-05 6.23275e-05 0.000121896 6.2832e-05 3.71768e-05 7.82533e-05 5.24277e-05
threshold=0.0057500000000000008 0.10910500000000002 -0.084184999999999996 -0.00059999999999999995 0.088055000000000008 -0.017214999999999998 -0.029304999999999998 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -2 -8
right_child=5 -3 3 4 -6 -7 7 -9
leaf_value=-0.028255308110956518 0.022770441440883173 0.015788576297310761 0.025845483697957035 0.0020772164764406276 -0.031072305525384661 0.018271043999724883 0.0042605830736085716 -0.020531022371138859
leaf_weight=0.0013148268168894717 0.0011140256116316167 0.0012598458562473455 0.0010403791559707317 0.0010831753586480245 0.0012110608353368838 0.0014258807671746953 0.0017605665999435953 0.0016547294229602922
leaf_count=680 152 317 1145 293 358 152 383 430
internal_value=0 -0.00435772 -0.0098167 -0.00254643 -0.0154215 0.0041891 -0.000244052 -0.00775108
internal_weight=0 0.00590929 0.00464944 0.00333462 0.00229424 0.0059552 0.00452932 0.0034153
internal_count=3910 2793 2476 1796 651 1117 965 813
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=12
num_cat=0
split_feature=484 42 41 3 160 160 51 47 2 2 13
split_gain=0.00016732 6.14863e-05 8.6309e-05 9.12117e-05 0.000100858 8.61309e-05 0.000107832 0.000108844 0.000111768 0.000121574 4.78822e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.075585000000000013 -0.10628499999999998 -0.080734999999999987 0.087825000000000014 0.043405000000000006 0.09252500000000001 0.10393500000000001 0.086875000000000022 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 7 8 9 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00077549804173166999 -0.00041982807460391746 0.00078228831114055127 -0.00047055191820227852 -0.00044964349379606643 5.6343380168787353e-05 -0.00032600525240142922 0.0007856218265889864 -0.00038409958697915755 -0.00017950680219178407 0.00092701048088773114 0.00022559764542627947
leaf_weight=0.0010414233668489667 0.0010305981627555501 0.0010415911397734417 0.0010105744624261765 0.0013888279993846788 0.0011605883624111624 0.0013390627025639951 0.0010794452515929306 0.0013097094328170956 0.0013675132596792407 0.0013154490694465533 0.0013824448520525917
leaf_count=612 215 142 168 567 711 232 228 184 325 403 123
internal_value=0 4.03555e-05 7.86175e-05 0.000127365 3.60809e-05 0.000125173 0.000222107 0.000104068 0.000270414 0.000518904 0.000464804
internal_weight=0 0.0134258 0.0123952 0.0113846 0.0089606 0.00757177 0.00623271 0.00515326 0.00384355 0.00247604 0.00242404
internal_count=3910 3298 3083 2915 2650 2083 1851 1623 1439 1114 265
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=12
num_cat=0
split_feature=484 474 160 133 133 0 0 2 2 16 0
split_gain=0.00014806 9.37225e-05 0.000102946 0.00013134 8.71202e-05 0.000109191 0.000122033 9.83541e-05 9.1445e-05 0.000119783 9.18548e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.099765000000000006 -0.15713499999999997 -0.10575999999999998 0.10836000000000003 0.08400500000000001 -0.071319999999999981 -0.066084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 10 -10 -8
right_child=1 -3 3 4 -6 6 8 -9 9 -11 -12
leaf_value=-0.00070276191594612926 -0.00049772927737034385 0.00056119669765976429 -0.00058407765485946886 0.00025565543066380603 -0.00041571738162237776 0.00080288924022883822 -0.00056161674137453536 -0.00055215401860632092 0.00090198922871163141 9.3355214356035339e-05 0.00020731421256915669
leaf_weight=0.0010849917679988151 0.0014258512950001542 0.0012512337926779702 0.0010966044828518038 0.0010789590148597905 0.0010152704150239765 0.0015221778096823355 0.0010009266740897355 0.0012517487359605516 0.0011513608744742302 0.0018137689184877055 0.001481155979246107
leaf_count=612 556 318 791 75 448 167 216 90 196 316 125
internal_value=0 4.89404e-05 -9.86495e-07 6.10783e-05 0.000129663 0.000189201 0.000312066 -0.000178193 0.000174909 0.000407348 -0.000102766
internal_weight=0 0.0140891 0.0128378 0.011412 0.0103154 0.0093001 0.00696939 0.00233071 0.00544721 0.00296513 0.00248208
internal_count=3910 3298 2980 2424 1633 1185 1020 165 853 512 341
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=11
num_cat=0
split_feature=484 52 52 474 160 42 151 12 2 2
split_gain=0.000133264 6.25364e-05 0.000110408 0.000121025 0.000120801 0.000118066 7.85385e-05 0.000108384 0.000192025 8.59873e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.098845000000000016 0.086875000000000022 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 -10
right_child=1 2 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00068196591580538745 -0.00042229974204725725 0.00070064026453296009 -0.00061064374737419683 0.00066806149640531731 -0.00057054625589322448 -0.0002278265651412166 -0.0001835273694872687 -0.00023980773841093228 0.00091603820565984634 0.00025860393752253166
leaf_weight=0.0010371378347385557 0.0010078057779388328 0.0010291239100466169 0.0012303338987496278 0.0010391164521828299 0.0010629805310888073 0.0018692170441365697 0.0015886878549163145 0.0014452547752607792 0.0018991981154187487 0.0012806262585586133
leaf_count=612 369 260 534 223 709 248 431 129 254 141
internal_value=0 4.74841e-05 8.5529e-05 3.00754e-05 -3.38146e-05 4.37816e-05 0.000124571 0.000230579 0.000373145 0.000651266
internal_weight=0 0.0134523 0.0124445 0.0114154 0.0103763 0.00914596 0.00808298 0.00621377 0.00476851 0.00317982
internal_count=3910 3298 2929 2669 2446 1912 1203 955 826 395
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=12
num_cat=0
split_feature=484 42 47 47 474 160 42 150 2 12 16
split_gain=0.000152871 6.931e-05 0.000108276 0.000102476 8.13244e-05 0.000100412 0.000114919 0.000134358 9.1697e-05 0.000169083 2.7155e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 0.086425000000000016 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.090695000000000012 0.10393500000000001 0.090385000000000007 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00072480647392854391 -0.00052708874229387328 -0.00043427001192677728 0.00054003098253463801 -0.00050666310436394378 0.00060514389338609605 -0.00049814705907357849 0.00043888939402682758 -0.00028504818781186858 -1.5334076604265743e-05 0.0011483689975050582 -1.3455683875244441e-05
leaf_weight=0.0010457310044039271 0.0011024564669349047 0.001037615749176937 0.00178793491135324 0.0012590605214870812 0.0010431824517935359 0.0010396369813602457 0.001039489939351047 0.0016155459318474563 0.0016012450681726987 0.0011834279874597189 0.0010021343574616556
leaf_count=612 452 422 171 183 269 766 252 155 257 128 243
internal_value=0 5.29469e-05 9.28348e-05 1.93877e-05 8.81861e-05 2.53616e-05 0.00010677 0.000204396 0.000368232 0.000558673 0.000216855
internal_weight=0 0.0137117 0.0126741 0.0108862 0.00962712 0.00858394 0.00748148 0.00644184 0.0048263 0.00322505 0.00204162
internal_count=3910 3298 2876 2705 2522 2253 1801 1035 880 623 495
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=10
num_cat=0
split_feature=11 43 2 42 4 43 4 52 15
split_gain=2.18026e-05 2.91642e-05 7.62223e-05 4.61059e-05 4.287e-05 5.84541e-05 9.87682e-05 5.24201e-05 4.5936e-05
threshold=0.079700000000000007 -0.053009999999999995 0.093815000000000009 0.085195000000000007 0.08734500000000002 0.0033500000000000005 -0.060264999999999992 -0.069134999999999988 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8 -6
right_child=-2 4 -4 -5 8 -7 7 -9 -10
leaf_value=-0.016002887693358243 -0.013740865247834376 -0.030690451129546822 0.026511577567795392 0.010729328750222209 -0.00041175779296122761 0.018225921630216784 -0.0090955633403484032 0.022255622239365433 -0.02958271007570315
leaf_weight=0.0012530815007658165 0.0010651165301791979 0.0010295347085084935 0.0014340811075494592 0.0013299621041013877 0.0011291196116491797 0.0015954324442396415 0.0010376154633856272 0.0010973440398179294 0.0010343279306378357
leaf_count=642 254 673 542 533 173 524 136 225 208
internal_value=0 0.00124665 0.00802475 -0.00223896 -0.00268618 0.00261889 -0.00524966 0.00701858 -0.0143582
internal_weight=0 0.0109405 0.00401712 0.00258304 0.00692337 0.00475993 0.00316449 0.00213496 0.00216345
internal_count=3910 3656 1717 1175 1939 1558 1034 361 381
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 13 2 15 0 150
split_gain=0.000135155 6.25045e-05 0.000102326 0.000139292 8.09764e-05 9.3398e-05 0.000212281 6.75625e-05 0.000196009 0.000158439
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.084129999999999996 -0.083354999999999985 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 9 -9 -7
right_child=1 -3 3 4 5 7 -8 8 -10 -11
leaf_value=-0.0006990570144408411 -0.00050228376876212261 0.00049022325746631533 -0.00059047080896901748 -0.00037806787096482776 0.00099330747669169601 0.0006296775716043894 -0.00012272691774635312 -0.00058546077130957165 0.00043751187125241973 -0.00031504150607606691
leaf_weight=0.0010123410274380041 0.0013637347098395232 0.0011075461156358655 0.001106290421198722 0.0010184354521470497 0.0015157718261830408 0.0018398523159771476 0.0011542321375506855 0.0016610331681121259 0.0012712728919919841 0.0010850280263495736
leaf_count=612 556 318 820 185 196 276 135 578 162 72
internal_value=0 4.45072e-05 3.42324e-06 6.81675e-05 0.0001445 0.000206913 0.00051085 6.83625e-05 -0.000141961 0.00027922
internal_weight=0 0.0131232 0.0120157 0.0106519 0.00954563 0.00852719 0.00267 0.00585719 0.00293231 0.00292488
internal_count=3910 3298 2980 2424 1604 1419 331 1088 740 348
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=11
num_cat=0
split_feature=484 52 474 52 160 12 151 4 4 0
split_gain=0.000156418 7.68657e-05 0.000106554 0.000128297 0.000113379 0.000103877 0.000130485 0.000190667 0.000103569 7.84242e-05
threshold=-0.0043499999999999988 -0.37613999999999997 0.084655000000000022 -0.081429999999999989 -1.0000000180025095e-35 0.11655500000000001 -0.0088999999999999982 0.24280000000000004 -0.0021099999999999995 0.033525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00074097426307522256 -0.00046206473672725715 0.00049737621334953271 0.00068972829025374456 -0.00061357193615357397 -0.00043598836577598399 -0.00052484632297697929 0.0006390026752993522 0.00087376480420611399 -0.0003350673957139927 -4.013252998431168e-05
leaf_weight=0.0010218791911006794 0.0010220761731164268 0.0019639720345678265 0.0010670895673148837 0.0012112649284382318 0.0013292118636456908 0.0011222247914265708 0.0012595934781818793 0.0014037424954012187 0.0016992743541413306 0.0013591014558500536
leaf_count=612 369 361 248 547 170 82 986 236 239 60
internal_value=0 5.47989e-05 9.73486e-05 4.16471e-05 -5.3728e-05 2.92412e-05 0.00011743 0.000245994 4.19104e-05 0.000286532
internal_weight=0 0.0134376 0.0124155 0.0113484 0.00938441 0.00817315 0.00705092 0.00572171 0.00431797 0.00261869
internal_count=3910 3298 2929 2681 2320 1773 1691 1521 1285 1046
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=9
num_cat=0
split_feature=1 123 150 48 1 2 3 1
split_gain=2.36622e-05 4.31193e-05 4.41208e-05 6.30205e-05 8.46831e-05 7.03708e-05 9.77206e-05 6.15296e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.10760500000000002 0.10329000000000001 0.11198000000000001 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.017540477663908153 0.014241252468492152 0.017193641317471593 -0.022701511561001975 -0.02470647301283193 0.021668290230113428 -0.022417988307460484 0.03055247260954945 0.0013681234207084487
leaf_weight=0.0015918706983747283 0.0010525379496855404 0.0011142184041298834 0.0010731583658192241 0.0010115050438401444 0.0016853507102274077 0.0015056085742117201 0.0012083137455799566 0.0017964430925098179
leaf_count=1003 225 276 174 197 223 438 792 582
internal_value=0 -0.00145425 -0.00355892 -0.00122424 0.00182579 -0.00365442 0.00249151 0.0131041
internal_weight=0 0.0109865 0.00987225 0.00879909 0.00778759 0.00610224 0.00459663 0.00300476
internal_count=3910 3685 3409 3235 3038 2815 2377 1374
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=10
num_cat=0
split_feature=4 42 15 1 3 43 48 2 1
split_gain=2.57348e-05 4.39462e-05 7.61457e-05 6.97233e-05 6.0013e-05 5.18928e-05 5.13451e-05 4.04924e-05 1.42672e-05
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 0.099595000000000017 -0.10315499999999998 -1.0000000180025095e-35 0.085875000000000021 0.094580000000000011 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 7 -7 -2
right_child=8 3 -4 -5 5 6 -8 -9 -10
leaf_value=0.024692564543676753 0.017749211788670501 -0.032030659065573244 -0.022574547976376182 0.0039650290035013113 -0.015431585942184082 0.02759498940191786 -0.0081362609280940038 0.0013557665693978763 0.001410725711632735
leaf_weight=0.0012992246145285477 0.0011075068926150724 0.0011273042575872206 0.0011380628081924284 0.001029592890922951 0.0014469042545716976 0.0013111358762962566 0.0014334308321690727 0.0010665360957755089 0.0010329299704597561
leaf_count=218 118 1065 799 189 734 159 187 133 308
internal_value=0 -0.00223301 0.00130286 -0.0148482 0.00544699 0.000691509 0.00681272 0.015825 0.0098646
internal_weight=0 0.00985219 0.00769529 0.0021569 0.00655723 0.00525801 0.0038111 0.00237767 0.00214044
internal_count=3910 3484 2230 1254 1431 1213 479 292 426
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=12
num_cat=0
split_feature=484 1 52 52 2 4 2 43 2 2 0
split_gain=0.000161156 7.05295e-05 6.81683e-05 7.10401e-05 0.000147561 6.12342e-05 0.000104205 0.000102383 8.47704e-05 0.00011464 6.58305e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.048794999999999991 -0.087604999999999988 0.096970000000000015 -0.0031049999999999997 0.10113500000000002 -0.00084499999999999994 0.093470000000000011 0.11708 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -4 10 -10 -7
right_child=1 -3 5 -5 -6 8 -8 -9 9 -11 -12
leaf_value=-0.00073807194784921923 -0.00037929141464343105 0.00050944342323567854 -8.1585106976704905e-05 0.00050793049811210774 0.00058412901262942958 -0.00014896650887933472 -0.00033794735353097642 0.00077787261438622449 0.00042573126848583436 -0.00041313887801989172 -0.00082083062495324566
leaf_weight=0.0010771232376615173 0.0015642346189059155 0.0011726675938218871 0.0010203927302268353 0.001767769493976566 0.0010032353181287125 0.0010228002028370444 0.0012934636412769047 0.001115404389481676 0.0012524647143074973 0.0012528812419021623 0.0012409947122381257
leaf_count=612 357 216 916 240 319 93 147 388 221 148 253
internal_value=0 4.96042e-05 6.58094e-06 0.000205438 -2.83622e-06 -9.85727e-05 0.000101267 0.00036726 -0.000242268 6.22646e-06 -0.000517277
internal_weight=0 0.0137063 0.0125336 0.00433524 0.00256747 0.0081984 0.00342926 0.0021358 0.00476914 0.00250535 0.00226379
internal_count=3910 3298 3082 916 676 2166 1451 1304 715 369 346
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=2.32559e-05 4.88655e-05 5.7318e-05 6.3131e-05 8.3849e-05 7.41217e-05 0.00010462 5.79534e-05 0.000160638
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.022250500182236642 -0.013785444728925404 -0.022523790459278267 -0.02983458203415288 0.019529247924657291 -0.026887625239426845 -0.0023123581339677467 0.012604547277585493 -0.0076249826248865589 0.048551591688741097
leaf_weight=0.0010135503928794211 0.0011211115432914068 0.0010820533377972263 0.001325488095811463 0.0016449357635120385 0.001153567071009845 0.0014228775667847263 0.0010340215113224804 0.0010993718630059562 0.001101635584222025
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 0.00134121 -0.000807284 0.0018685 -0.00220198 0.00255729 -0.0112362 0.0115382 0.0198834
internal_weight=0 0.0108775 0.00986395 0.0087819 0.00713696 0.00598339 0.00235951 0.00362389 0.00252451
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=9
num_cat=0
split_feature=159 1 42 151 3 2 2 0
split_gain=2.23725e-05 3.84896e-05 4.79305e-05 6.95113e-05 8.38366e-05 6.98724e-05 0.000115688 3.59792e-05
threshold=-0.034019999999999988 0.12958500000000003 0.092635000000000009 -0.084764999999999993 -0.08348499999999999 0.087995000000000004 0.10393500000000001 -0.066084999999999991
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=-0.013826770528963989 -0.021405283965815994 0.016246047781593134 -0.019859129876628294 0.0066325574635343098 -0.021941187317383464 0.024810645324659198 -0.012308116188354345 0.031469763698273867
leaf_weight=0.0010745101847994447 0.0011275776268487797 0.0014870424288145829 0.0011860704934723845 0.0010333710410691378 0.0013179751734162023 0.0015906312646414714 0.0017784695254260789 0.0013389456669831467
leaf_count=520 344 298 562 801 516 386 271 212
internal_value=0 0.00129975 -0.0010715 0.00165032 0.00533293 -0.00242005 0.00521652 0.0206508
internal_weight=0 0.0108601 0.00937304 0.00818697 0.00705939 0.00468708 0.0033691 0.00237232
internal_count=3910 3390 3092 2530 2186 1173 657 1013
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=9
num_cat=0
split_feature=15 49 43 42 16 16 3 3
split_gain=2.33632e-05 5.04339e-05 4.28328e-05 8.06194e-05 9.60656e-05 8.7977e-05 4.22066e-05 6.81501e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.18906999999999999 0.078965000000000021 0.15100500000000003 -0.015314999999999997 -0.080884999999999985 0.10223
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3 -8
right_child=2 6 3 -5 -6 -7 7 -9
leaf_value=0.017612026020795826 0.012993807509243428 -0.018258870191165198 -0.0071672091554939605 -0.032861580124718029 -0.024713799382383966 0.032504973296328461 0.017505131845553024 -0.011809266941616383
leaf_weight=0.0019257503877990259 0.0010964123849279911 0.0011498280807849754 0.0012551308215740882 0.0010808799792931655 0.0011778924482110306 0.0010078207981188486 0.001732107908685613 0.0014628198723806423
leaf_count=334 146 463 582 1034 210 202 747 192
internal_value=0 0.00414125 -0.00473816 -0.00903775 -0.00155392 0.0105011 -0.00182947 0.00408333
internal_weight=0 0.00627051 0.00561814 0.00452172 0.00344084 0.00226295 0.00434476 0.00319493
internal_count=3910 1736 2174 2028 994 784 1402 939
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=10
num_cat=0
split_feature=2 13 3 15 13 150 2 1 43
split_gain=2.43161e-05 5.10464e-05 4.6121e-05 5.14635e-05 4.38276e-05 4.95456e-05 4.74175e-05 4.80259e-05 5.1736e-05
threshold=0.097940000000000013 -0.089899999999999994 0.11818000000000002 -0.021529999999999997 -0.088444999999999982 0.087235000000000021 0.086915000000000006 0.11866500000000001 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 8 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.021263047804795369 0.018373685685366049 0.022579097690942906 -0.017724140495102073 -0.0080028765307587676 0.034764722230666546 -0.019143677184848988 -0.013901249224626377 -0.0072396679094398099 0.0039699571723009952
leaf_weight=0.0012150859512463025 0.0018525657945757004 0.0010420976330359668 0.0012312731161623902 0.0011658849997827206 0.0010704898351246209 0.0010985552372120705 0.0010364644649407825 0.0010169787308629647 0.0011125407246398164
leaf_count=452 261 503 97 321 441 192 813 127 703
internal_value=0 0.00499155 -0.00221678 0.00643084 -0.00412291 -0.000219138 0.00468816 0.0107092 0.0190707
internal_weight=0 0.00529182 0.00343926 0.00220798 0.00655011 0.00533503 0.00423647 0.00320001 0.00218303
internal_count=3910 1182 921 824 2728 2276 2084 1271 1144
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=12
num_cat=0
split_feature=14 484 157 3 160 160 52 0 42 1 42
split_gain=0.000382401 0.000240007 0.000205426 9.83228e-05 0.000114086 0.000138048 0.000132866 0.000128344 0.000121957 0.000113503 0.000111492
threshold=0.064610000000000015 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 -1.0000000180025095e-35 0.091575000000000017 0.10433000000000002 -0.053834999999999994 0.081685000000000021 0.094485000000000013 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 6 7 8 9 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00080852829592620756 -0.0011888919433362824 0.00084626096655167501 0.00078044584329085029 -0.00062005050435445677 -0.00044242791788076311 -0.00061732653153211115 0.00078668133605057887 -0.00045729806109086297 0.00057016875421117964 0.00027013564521838264 -6.7706207698021845e-05
leaf_weight=0.0011331846075546123 0.0010056857017096714 0.0013858635880733697 0.0013528616564252348 0.0011311395453230582 0.0015345697792672353 0.0010823589325157845 0.00102858971908934 0.0015927490031539693 0.0019376624351739183 0.0019535381214248288 0.0010649361946041269
leaf_count=583 138 389 160 478 675 200 162 220 563 263 79
internal_value=0 5.95613e-05 0.000129505 5.1157e-05 -3.26631e-05 4.01141e-05 0.000128542 3.2089e-05 0.00017575 -4.33519e-05 0.000406871
internal_weight=0 0.0151975 0.0140643 0.0126784 0.0102606 0.00912947 0.00804711 0.00701852 0.00542577 0.00348811 0.0024178
internal_count=3910 3772 3189 2800 2561 2083 1883 1721 1501 938 239
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=12
num_cat=0
split_feature=484 42 160 484 133 2 1 48 2 0 16
split_gain=0.000160548 6.8001e-05 7.14097e-05 6.16705e-05 0.000131601 0.000109532 0.000151588 0.000122578 0.000119505 0.00011386 5.01265e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.087495000000000017 -0.0023199999999999996 0.10113500000000002 0.11368000000000002 0.085790000000000019 0.081110000000000015 -0.098179999999999976 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 10 8 9 -6 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0007586392358803803 -0.00044744971282532621 -0.0004278779209772637 -0.00038094544546517635 -0.00032724069443551622 0.00080305343852069282 4.6325997485335637e-05 0.00063628260055581954 -0.00012488389539217162 0.00099398474439049049 -7.242752028218439e-05 -0.00051422750351744662
leaf_weight=0.0010358404716269221 0.0010018841499320622 0.0012008456615108529 0.0011479101508030326 0.0010141339792362402 0.0010213339355229531 0.0011066834065341783 0.0010112111847695132 0.0011321563695267638 0.0017352239261160095 0.0012956717676957329 0.0013758026749290332
leaf_count=612 215 830 197 334 56 91 193 180 486 432 284
internal_value=0 4.33712e-05 8.42106e-05 0.000133229 0.000180499 0.000264684 -3.66124e-06 0.000445519 0.000604884 0.000313484 -0.000264335
internal_weight=0 0.0130429 0.012041 0.0108931 0.00987893 0.00867808 0.0034937 0.00518439 0.00405223 0.00231701 0.00248249
internal_count=3910 3298 3083 2886 2552 1722 568 1154 974 488 375
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=9
num_cat=0
split_feature=4 15 151 0 13 47 1 0
split_gain=2.42551e-05 3.88631e-05 3.13063e-05 5.66947e-05 4.47499e-05 5.07841e-05 8.99011e-05 2.24908e-05
threshold=0.27020000000000005 -0.43091499999999999 -0.051109999999999996 -0.15007499999999999 -0.083924999999999986 0.092255000000000018 0.081005000000000008 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.010229234394541301 -0.0040511262414031574 0.021728688886852147 -0.022110032939087355 0.021223388292963469 -0.00086474317199890542 0.0079884759780832794 -0.038297558143605553 0.00048488270473186256
leaf_weight=0.001649607506493977 0.0011502162220716314 0.0011894836241736107 0.0015435568588691309 0.0010849165127299076 0.0017315731017620481 0.0015309123027942868 0.0010192548653569105 0.0010095496252588974
leaf_count=530 211 261 189 639 1208 210 604 58
internal_value=0 0.00905511 -0.00230333 -0.00491374 -0.000750848 -0.00661009 -0.0147346 0.0112273
internal_weight=0 0.0023397 0.00956937 0.00791976 0.00637621 0.00428174 0.00275083 0.00209447
internal_count=3910 472 3438 2908 2719 2022 1812 697
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=9
num_cat=0
split_feature=42 160 474 52 16 4 4 1
split_gain=2.22395e-05 5.85357e-05 7.91496e-05 4.41402e-05 8.01074e-05 0.000109145 0.00011421 0.000102041
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.11110500000000002 0.16388500000000003 -0.060264999999999992 0.0051950000000000008 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8
right_child=1 3 -4 -5 -6 6 7 -9
leaf_value=-0.010863619927376715 -0.028477390706788886 0.034324536092559414 0.0088245999169516282 0.024843404852279892 -0.020006919571242524 -0.028286703942959724 0.02440518730450459 -0.011043370224934535
leaf_weight=0.0016437282251555033 0.0013127116723736557 0.0012258243954352214 0.0010038099946271212 0.0010510813856182862 0.0012544615264748378 0.0010446815747335953 0.0019441753672166317 0.0013944863618463924
leaf_count=1060 723 515 317 164 377 321 210 223
internal_value=0 0.00166779 -0.0123135 0.0057599 0.00283749 0.00794652 0.000569779 0.0095991
internal_weight=0 0.0102312 0.00231652 0.00791471 0.00686363 0.00560917 0.00438334 0.00333866
internal_count=3910 2850 1040 1810 1646 1269 754 433
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=12
num_cat=0
split_feature=484 42 160 160 52 0 47 52 49 2 15
split_gain=0.000164645 7.3754e-05 7.92362e-05 6.86963e-05 8.53448e-05 0.000126607 0.000101359 9.36067e-05 8.25683e-05 0.000125219 6.25941e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 -0.080184999999999992 0.10701500000000001 0.11015500000000002 0.08593000000000002 -0.087094999999999992 -0.029304999999999998 0.086875000000000022 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 -10 -8
right_child=1 2 -4 4 -6 -7 10 8 9 -11 -12
leaf_value=-0.00074945078855639827 -0.00045150792727666184 -0.0001895084318396298 -0.00038810961515843784 -0.00012389724010761105 0.00075065596861633615 -0.00050358663658614164 0.000224701780848936 0.00090699973971550035 -0.00019415948148507559 0.00070853733877749171 -0.00042173066820692863
leaf_weight=0.0010667178492641234 0.0010364302053513475 0.0019569005800380646 0.0011895159018370316 0.0010379987204624684 0.0010173168600558372 0.0010044624668900382 0.0011473658823303295 0.0014605855377185567 0.0010456013869047471 0.0013583020604976412 0.0011562650881928038
leaf_count=612 215 653 197 330 154 128 127 194 664 493 143
internal_value=0 5.09349e-05 9.30178e-05 0.000144186 0.000214951 0.000148575 0.00023948 0.000398887 0.000539307 0.000315901 -9.97631e-05
internal_weight=0 0.0134107 0.0123743 0.0111848 0.0092279 0.00821058 0.00720612 0.00490249 0.00386449 0.0024039 0.00230363
internal_count=3910 3298 3083 2886 2233 2079 1951 1681 1351 1157 270
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=9
num_cat=0
split_feature=1 52 150 4 52 2 16 16
split_gain=2.3976e-05 4.9245e-05 4.12045e-05 8.28106e-05 5.75233e-05 0.000121231 4.04099e-05 6.02571e-05
threshold=0.10498500000000001 -0.015039999999999998 0.085200000000000012 -0.0010999999999999996 -0.085924999999999987 0.088055000000000008 -0.23935499999999996 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -3
right_child=1 6 -4 -5 5 -7 -8 -9
leaf_value=-0.020765124584452784 0.018383670403861851 -0.011863746205192649 0.012186222053819397 -0.027729450305846622 0.03453433701412529 -0.0077943797506282615 -0.017846481288217735 0.021606385958600722
leaf_weight=0.0010163534211023056 0.0018070275505621507 0.0010228616211569244 0.0012847359206516994 0.001502012274878812 0.0010313004925543746 0.0019674023458927706 0.001095497329043846 0.001134473067309098
leaf_count=514 372 110 262 648 1034 593 155 222
internal_value=0 0.00514756 -0.00394278 -0.00769867 -0.000205254 0.00676312 -0.00220543 0.00573712
internal_weight=0 0.00505986 0.0068018 0.00551707 0.00401506 0.0029987 0.00325283 0.00215733
internal_count=3910 859 3051 2789 2141 1627 487 332
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=11
num_cat=0
split_feature=484 42 43 16 4 42 4 16 15 3
split_gain=9.15792e-05 7.73061e-05 8.04093e-05 6.52021e-05 7.0548e-05 0.000138374 0.000117691 8.18135e-05 0.000171161 7.09736e-05
threshold=-1.0000000180025095e-35 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 -0.0025899999999999994 0.078965000000000021 0.015635000000000003 -0.27337499999999998 -0.14487999999999998 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 -6 8 -8 -4
right_child=1 2 3 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00056326077300998837 -0.00048692635043184001 0.00057203951594882467 0.00085924634137321033 -0.00036239156313847535 -0.00063179940374756853 -0.0002949493906384687 0.0003892499437351704 0.00040812099734579567 -0.00060672701622842035 0.00020672230542199475
leaf_weight=0.0010649905029432383 0.001004646414637757 0.0011508143247056278 0.0013351476265837368 0.0014345549674562837 0.0010828464664793215 0.0010638739737123507 0.0012700379400080628 0.0018252477229354614 0.0013888025715066735 0.0012324057450089181
leaf_count=627 213 151 630 367 264 857 216 245 215 125
internal_value=0 3.51857e-05 7.96994e-05 2.64128e-05 8.70498e-05 0.000299661 -5.16409e-05 8.84595e-05 -0.000130983 0.00054604
internal_weight=0 0.0127884 0.0117837 0.0106329 0.00919836 0.00363143 0.00556693 0.00448409 0.00265884 0.00256755
internal_count=3910 3283 3070 2919 2552 1612 940 676 431 755
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=10
num_cat=0
split_feature=4 42 15 1 3 12 1 0 1
split_gain=2.38233e-05 3.24724e-05 7.37435e-05 5.73813e-05 4.71655e-05 4.94027e-05 5.49042e-05 5.33355e-05 8.7741e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 0.099595000000000017 -0.10315499999999998 0.051320000000000005 0.094485000000000013 -0.11756999999999999 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 -8 -2
right_child=8 3 -4 -5 5 -7 7 -9 -10
leaf_value=0.022162948378640596 0.01587333155664113 -0.029063310497268419 -0.022726338634600517 0.0038708451903152448 -0.0063205064183476326 -0.017210407649266964 0.002115142645073763 0.033777867910767721 0.0029458973178891411
leaf_weight=0.0012829202425101924 0.0010802020461584121 0.0010916294100145499 0.0011267697908658395 0.0010264814665949854 0.0019038085618355801 0.0011828864905534218 0.0011289241825181567 0.0010061731615193235 0.0010215268407583846
leaf_count=218 118 1065 799 189 260 673 139 141 308
internal_value=0 -0.00214818 0.000892247 -0.0131027 0.00498354 0.000762808 0.00602668 0.0170363 0.00959007
internal_weight=0 0.00974959 0.00763148 0.00211811 0.00650471 0.00522179 0.00403891 0.0021351 0.00210173
internal_count=3910 3484 2230 1254 1431 1213 540 280 426
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=9
num_cat=0
split_feature=11 13 1 39 0 2 52 0
split_gain=2.54038e-05 4.44353e-05 6.4934e-05 5.54657e-05 7.5818e-05 6.47752e-05 5.2502e-05 4.52315e-05
threshold=0.077330000000000024 -0.090744999999999978 0.076710000000000014 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.07984999999999999 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8
right_child=-2 3 -4 -5 -6 -7 7 -9
leaf_value=-0.00095004074837938242 -0.013659139106285662 0.023538536630119261 0.032536973012190308 0.015133591401552463 -0.024716209378770043 -0.019064302267071283 0.013183787838585238 -0.013794429885089131
leaf_weight=0.0013297817541843768 0.0012304939581581813 0.0012502986125217611 0.001025694209354615 0.0015445181248616305 0.0016208325948074941 0.0013044867594571678 0.0011380884531098099 0.0013690304429605678
leaf_count=238 279 441 296 358 328 196 111 1663
internal_value=0 0.00152166 0.0136319 -0.00194553 -0.00589286 0.000134414 0.00679976 -0.00154786
internal_weight=0 0.0105827 0.00235548 0.00822725 0.00668274 0.0050619 0.00375742 0.00250712
internal_count=3910 3631 534 3097 2739 2411 2215 1774
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=10
num_cat=0
split_feature=2 13 2 0 0 52 13 3 12
split_gain=2.71166e-05 4.58573e-05 4.88266e-05 4.98049e-05 8.02732e-05 4.02985e-05 8.39672e-05 5.86025e-05 5.68385e-05
threshold=0.097940000000000013 -0.088444999999999982 -1.0000000180025095e-35 -0.053834999999999994 -0.089879999999999974 0.11588000000000002 -0.00059999999999999995 0.10666500000000002 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -8 -2
right_child=5 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.021991867292857237 0.04042281578427926 0.017709178388139575 -0.010854713786966836 -0.023544683635959532 0.023243357083781953 -0.012587066409448351 0.011266315518678904 -0.021949048190699014 0.007661881818667649
leaf_weight=0.0012037824362264244 0.0010345705568657203 0.0011652740796268312 0.0019534771230715767 0.0011135003009608317 0.0010678132709041046 0.0010184255120642477 0.0011220205663656823 0.0010087064453837002 0.0010849402903691842
leaf_count=452 302 209 462 140 1465 235 303 114 228
internal_value=0 -0.00437268 -0.000370908 -0.00546627 0.00119655 0.0052793 0.00956037 -0.00445815 0.0236531
internal_weight=0 0.00650385 0.00530006 0.00413479 0.00302129 0.00526866 0.00425024 0.00213073 0.00211951
internal_count=3910 2728 2276 2067 1927 1182 947 417 530
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=11
num_cat=0
split_feature=484 15 52 43 43 4 0 47 4 1
split_gain=0.000160578 6.9603e-05 8.58328e-05 9.43028e-05 8.23501e-05 0.000177659 0.000113215 0.000128492 6.66862e-05 4.97088e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.091329999999999981 0.070805000000000021 -0.079109999999999986 -0.00027999999999999998 -0.10462499999999998 0.078345000000000012 -0.12499499999999999 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 8 -2 -6 7 -7 -4 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00075346396039281736 -0.00018581685853998501 0.00035199111500125159 -0.00077562871400508682 0.00017456204053357507 0.0010497490761862377 0.00025252026724321232 0.00058782950394217737 -0.00059042234359921685 8.3321113202815148e-05 -0.00049713589009604809
leaf_weight=0.0010316705463944966 0.0017426088976803594 0.0012930383321493166 0.0011800098194791504 0.0016317246194787055 0.0010003283830047156 0.001707805336730611 0.0014077078057278597 0.0011726206088737146 0.0011581224434297367 0.0011117131241867636
leaf_count=612 542 299 134 181 204 193 385 99 929 332
internal_value=0 4.93256e-05 -9.90572e-05 -0.000213829 0.000183854 0.000305665 0.000132087 -9.06414e-05 -0.000397533 -0.000200973
internal_weight=0 0.0134057 0.00637461 0.00508157 0.00703107 0.00528846 0.00428813 0.00288043 0.00344985 0.00226984
internal_count=3910 3298 1875 1576 1423 881 677 292 1395 1261
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=13
num_cat=0
split_feature=484 42 376 43 15 0 52 457 2 3 0 4
split_gain=0.000136207 9.46735e-05 9.78895e-05 8.34136e-05 9.09367e-05 0.000101534 9.0049e-05 7.5887e-05 9.99287e-05 6.89891e-05 9.30679e-05 2.75939e-05
threshold=-0.0043499999999999988 -0.10770999999999999 1.0000000180025095e-35 -0.18906999999999999 -0.052074999999999989 -0.074249999999999997 0.091210000000000013 0.041935000000000007 0.092175000000000021 -0.11266 -0.11208499999999998 0.41452500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 9 8 -5 -6 -11 -10
right_child=1 2 -4 4 6 -7 -8 -9 11 10 -12 -13
leaf_value=-0.000704289720343961 -0.00053449789656876681 0.00055226681254606032 0.00066608078364673278 -0.00061378732976097305 0.00031509248877841959 0.00064839566008444507 -0.00074040528118758024 0.0004740164179917712 0.0003444443171334031 0.00018375069781169143 -0.00059102077181249536 -0.00011372675796461908
leaf_weight=0.0010084640866798522 0.001006237188181173 0.0010908875601606258 0.0010416908781703859 0.0011167045688582908 0.0011702730634597434 0.0012332104502716899 0.0010031375691816396 0.0010138813261584001 0.0010181565854984005 0.0010317475738995424 0.0014116968985073159 0.0010034705523860809
leaf_count=612 215 147 187 321 176 267 449 85 233 108 1024 86
internal_value=0 4.34591e-05 9.1384e-05 3.74178e-05 -1.87337e-05 0.000154373 -0.000220657 7.64751e-06 -0.000143019 -7.63794e-05 -0.000263873 0.000117023
internal_weight=0 0.0131411 0.0121349 0.0110932 0.0100023 0.00538542 0.00461686 0.00415221 0.00313833 0.00361372 0.00244344 0.00202163
internal_count=3910 3298 3083 2896 2749 992 1757 725 640 1308 1132 319
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=12
num_cat=0
split_feature=484 15 11 151 4 2 12 13 2 2 4
split_gain=0.000145614 8.18622e-05 0.00011107 0.000124599 0.000106896 0.000129406 0.000112951 9.53895e-05 0.000100116 0.000152523 0.000170912
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.086249999999999979 -0.15333499999999997 0.10836000000000003 -0.036459999999999992 -0.094679999999999986 0.094010000000000024 0.086875000000000022 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -8 9 10 -9
right_child=1 2 -4 4 6 -7 7 8 -10 -11 -12
leaf_value=-0.00068731150025231052 0.00048437971226595488 0.00068089153524951776 -0.00057911556138647718 -2.1205073026443932e-05 -0.00062394590460404552 0.00084775322451795829 0.00053312787755893003 -0.00067087727629028379 -0.00054372005818535728 0.00069149415511657786 0.00026461346964776102
leaf_weight=0.0011160601413238132 0.0014817558299125835 0.0011079239411673361 0.0011672852560344069 0.0016587045200939328 0.0014275334969503948 0.0010931269669860744 0.0010279968235815196 0.0014281977643994478 0.0015324818692267275 0.0010413145419670071 0.0015831764347683658
leaf_count=612 278 265 217 153 204 58 183 887 503 467 83
internal_value=0 4.76031e-05 -1.92319e-06 5.46921e-05 -9.59133e-06 0.000323977 -0.000123751 -1.57776e-05 -0.000116808 4.4624e-05 -0.00017906
internal_weight=0 0.0145495 0.0130677 0.0119005 0.0107925 0.00275183 0.0080407 0.00661317 0.00558517 0.00405269 0.00301137
internal_count=3910 3298 3020 2803 2538 211 2327 2123 1940 1437 970
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=10
num_cat=0
split_feature=4 15 15 43 42 43 4 16 16
split_gain=2.51499e-05 3.38718e-05 4.99505e-05 4.78391e-05 8.0502e-05 9.8417e-05 9.45287e-05 2.51224e-05 8.65595e-06
threshold=0.28937500000000005 -0.10981499999999998 -0.091024999999999981 0.0050750000000000005 -1.0000000180025095e-35 -0.083899999999999988 -0.06272999999999998 -0.0037499999999999994 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -2
right_child=8 2 3 -5 5 6 7 -9 -10
leaf_value=-0.018650968711218994 0.0035762040280174303 0.017717760745766999 -0.033522693884267249 0.011227229741251206 0.019742865684183677 -0.035354142439992374 -0.010425105831125811 0.011629503683007605 0.01640058978054237
leaf_weight=0.0011093679249357157 0.0010761128400587974 0.0013324782477732574 0.0010005912463741228 0.0017254913543844176 0.0014129329328290484 0.0011204129585934328 0.0010222510989323882 0.0010439412776049363 0.0010301310886076396
leaf_count=323 135 320 661 479 417 661 322 301 291
internal_value=0 -0.00219962 -9.16999e-05 -0.00333111 -0.00781678 -0.00222467 -0.011965 0.00071796 0.00984841
internal_weight=0 0.00976747 0.0086581 0.00732562 0.00560013 0.00459954 0.00318661 0.00206619 0.00210624
internal_count=3910 3484 3161 2841 2362 1701 1284 623 426
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=10
num_cat=0
split_feature=1 123 150 150 52 12 1 4 0
split_gain=2.69053e-05 4.88015e-05 3.81285e-05 4.65787e-05 5.20711e-05 5.88883e-05 9.50224e-05 7.21611e-05 4.99341e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.10760500000000002 0.083205000000000015 0.11588000000000002 0.10333000000000002 0.11097000000000001 0.05309500000000001 -0.076099999999999987
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=-0.02025757638727432 0.015356696328569881 0.01851313869141652 -0.021656737619253123 0.01796610901985831 -0.024650622907105749 0.020416510141546204 -0.030251038060591574 0.024993404474674918 0.0050135311959173751
leaf_weight=0.0013435382444289248 0.0010332500322125801 0.0010914802187378626 0.0010634569743092201 0.0010674377731135099 0.0010825541869145363 0.0010751970980926251 0.0011836639334851509 0.0010186309094561822 0.00187041723333261
leaf_count=1363 225 276 174 185 517 284 167 249 470
internal_value=0 -0.00153458 -0.00378928 -0.00159043 -0.00434662 -0.000960598 -0.00520424 0.00180023 -0.00555062
internal_weight=0 0.0107964 0.0097049 0.00864144 0.007574 0.00649145 0.00541625 0.00423259 0.00321396
internal_count=3910 3685 3409 3235 3050 2533 2249 2082 1833
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=11
num_cat=0
split_feature=484 52 52 15 0 2 2 0 2 2
split_gain=8.24898e-05 6.8356e-05 0.000103492 7.271e-05 0.000127537 8.34753e-05 0.000100377 6.08075e-05 0.000127474 0.000144161
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.10209999999999998 0.090695000000000012 0.113945 -0.11287999999999999 0.087995000000000004 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -5 -9 -10
right_child=1 2 3 7 -6 6 -8 8 9 -11
leaf_value=-0.00053389968290684143 -0.00045093521331838267 0.00058670015544864116 -0.00050409770405732135 0.00022399011159858389 0.00058798395099475184 0.0005140660898869027 -0.00027122332326523095 -0.00085110257830412134 0.00050470790953638877 -0.00043641556524911347
leaf_weight=0.0010581338339018852 0.0010192320551399387 0.0013611167168809989 0.0010775550134330034 0.0011813278063656581 0.0018342652180857659 0.0013430946776561495 0.0011717790960562718 0.0010863317449760429 0.0010602650797003409 0.0015270053821162428
leaf_count=627 379 279 118 125 620 172 145 910 371 164
internal_value=0 3.59859e-05 7.86121e-05 1.13496e-05 0.000167312 -4.74797e-05 0.000148169 -0.00016298 -0.000287419 -5.07426e-05
internal_weight=0 0.012662 0.0116427 0.0102816 0.00542669 0.00359243 0.00251487 0.00485493 0.0036736 0.00258727
internal_count=3910 3283 2904 2625 1055 435 317 1570 1445 535
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=10
num_cat=0
split_feature=2 3 49 3 2 1 1 4 42
split_gain=2.65794e-05 0.000120027 7.00197e-05 5.58175e-05 9.95679e-05 9.6149e-05 7.18581e-05 4.72203e-05 5.99072e-06
threshold=0.11542500000000001 0.11818000000000002 0.0047850000000000011 -0.078669999999999976 0.10571000000000001 0.079945000000000016 0.094385000000000011 0.22584000000000001 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 8 -1
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.030502040048323961 0.033179029082782335 -0.013773750924114238 0.022623866682928137 0.033998152436909367 -0.023516964568338641 -0.019096873289702693 0.011701609880246586 0.00078622349552680412 -0.019588401064308328
leaf_weight=0.0010061582059268217 0.0010988970712114104 0.0010790701848667763 0.0010080447476475641 0.0010777041838310338 0.0012908193850746565 0.0012609291145861041 0.0018976721405433534 0.0010915007255068235 0.0010057115566064652
leaf_count=804 393 181 633 243 129 222 411 83 811
internal_value=0 0.00991635 -0.00231532 -0.00522823 0.000797849 0.00820667 -0.000593296 -0.0159607 -0.0250464
internal_weight=0 0.00217797 0.00963854 0.0086305 0.00552712 0.00423631 0.0031586 0.00310337 0.00201187
internal_count=3910 574 3336 2703 1005 876 633 1698 1615
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=9
num_cat=0
split_feature=11 2 4 12 2 12 15 4
split_gain=2.70478e-05 4.03599e-05 9.8932e-05 6.6163e-05 5.26031e-05 5.79932e-05 9.20522e-05 2.13769e-05
threshold=0.079700000000000007 0.10946500000000002 0.053925000000000008 0.098595000000000016 0.091985000000000011 0.084100000000000022 -0.017214999999999998 -0.048489999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -6
right_child=-2 2 -4 -5 7 -7 -8 -9
leaf_value=-0.012778600298457477 -0.015410608569193207 0.028420048146159067 -0.0072291850234012653 -0.023109562501127879 0.0049022778480695278 -0.023907658404293569 0.022628925936438182 0.024816899294362798
leaf_weight=0.0017033984407014615 0.0010449813856032086 0.0015957321802122287 0.001519950569769779 0.001291222469490194 0.0011318182512016356 0.0011533933201849532 0.0012905293265086087 0.0010291240140640539
leaf_count=314 254 312 375 331 220 1453 303 348
internal_value=0 0.001444 0.011029 -0.00248571 0.00173573 -0.00485583 0.00248378 0.0143864
internal_weight=0 0.0107152 0.00311568 0.00759949 0.00630826 0.00414732 0.00299393 0.00216094
internal_count=3910 3656 687 2969 2638 2070 617 568
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=10
num_cat=0
split_feature=4 42 15 1 3 43 16 1 16
split_gain=2.73175e-05 3.42265e-05 6.08863e-05 5.25703e-05 4.95865e-05 5.484e-05 4.50015e-05 6.74643e-05 8.52172e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 0.099595000000000017 -0.10315499999999998 -1.0000000180025095e-35 -0.094359999999999986 0.094695000000000015 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 -7 -8 -2
right_child=8 3 -4 -5 5 6 7 -9 -10
leaf_value=0.022226082631940834 0.0040549519220888092 -0.02890836819225831 -0.020954685411328691 0.0027990458324613473 -0.016467764670751076 -0.009548854996534217 0.00048602759387280921 0.033517967619152808 0.016843261681940055
leaf_weight=0.0012737287187663624 0.0010618158539638883 0.0010833015154945503 0.0010948036496905462 0.0010108075517745491 0.0014287073299724612 0.0011844578938041079 0.0015078893966879265 0.0010480689524868334 0.0010232015544912657
leaf_count=218 135 1065 799 189 734 120 217 142 291
internal_value=0 -0.0022939 0.000848131 -0.0136035 0.00455298 0.000198135 0.00656392 0.0140308 0.0103307
internal_weight=0 0.00963177 0.00753766 0.00209411 0.00644285 0.00516912 0.00374042 0.00255596 0.00208502
internal_count=3910 3484 2230 1254 1431 1213 479 359 426
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=9
num_cat=0
split_feature=11 48 0 15 2 0 15 15
split_gain=2.5201e-05 3.27503e-05 0.000107984 7.44368e-05 0.000104304 0.000126014 6.68953e-05 6.6037e-05
threshold=0.079700000000000007 0.08346000000000002 -0.18901999999999997 -0.017214999999999998 0.11005500000000001 -0.014809999999999999 0.05377500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0015235907375235663 -0.01488515646136708 -0.01032378132835947 0.026516312266058717 0.03075880251019672 0.033898515852203673 -0.027047097546048567 -0.0048281596195088889 -0.031535548530230412
leaf_weight=0.0017051830067354229 0.001041818014227037 0.0014530409949972678 0.0017585953398428231 0.0010349744549363734 0.0010283013169503242 0.0012918656924127514 0.0010788090384964582 0.0012861532090534507
leaf_count=380 254 108 589 302 165 145 1253 714
internal_value=0 0.00141165 0.00984874 -0.00223762 0.00598622 -0.00244162 0.0125963 -0.0144275
internal_weight=0 0.0106369 0.00321164 0.00742529 0.00443395 0.00340565 0.00211378 0.00299134
internal_count=3910 3656 697 2959 1865 1700 1555 1094
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=12
num_cat=0
split_feature=484 42 15 1 151 1 2 3 4 52 51
split_gain=0.000164322 6.19308e-05 8.47904e-05 0.00011434 6.51647e-05 9.78612e-05 9.99876e-05 0.000191985 7.99025e-05 7.92772e-05 7.19146e-05
threshold=-0.0043499999999999988 0.10138000000000001 1.0000000180025095e-35 0.077350000000000016 -0.044604999999999992 1.0000000180025095e-35 0.087995000000000004 0.12046500000000002 -0.41745999999999994 -0.064794999999999978 -0.066709999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 8 10 -8 -6 -2 -7
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00075942609182095178 0.00024419971662116308 -0.00041546003190637976 0.00019839858561582926 -0.0006691842071454054 0.00031906388675302265 0.00056874180140058803 0.0011109466442285468 8.2416053683228237e-06 -0.00041166475097827334 -0.00053394374719675352 -6.9014437078787768e-05
leaf_weight=0.0010391812670076548 0.0010016207643654971 0.0010139122923683132 0.0011373574753164384 0.0012004813753762854 0.0010306822429208932 0.0010319586772422496 0.0015398166292319017 0.0010020640128054338 0.0013021868239509399 0.0010119173820478632 0.0019918888054993051
leaf_count=612 199 422 737 378 42 118 285 120 510 209 278
internal_value=0 5.02497e-05 8.87958e-05 -0.000247106 0.00016802 0.000248291 0.000389592 0.000676237 -8.88224e-05 -0.000146862 0.000148635
internal_weight=0 0.0132639 0.01225 0.00233784 0.00991214 0.0078986 0.00556573 0.00254188 0.00233287 0.00201354 0.00302385
internal_count=3910 3298 2876 1115 1761 1353 801 405 552 408 396
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=12
num_cat=0
split_feature=48 4 158 52 1 4 49 16 52 2 3
split_gain=0.000122509 0.000189461 0.000127619 7.87274e-05 0.000118791 0.000133368 0.000103853 8.97961e-05 7.31127e-05 6.50572e-05 3.65186e-05
threshold=0.12862000000000004 0.28937500000000005 0.08413000000000001 -0.27466499999999994 0.10113500000000002 0.074650000000000008 -0.084934999999999997 -0.094359999999999986 -0.048794999999999991 0.11260500000000001 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8 -9 -3 -10
right_child=-2 9 -4 4 5 -7 7 8 10 -11 -12
leaf_value=-0.0004988846741806732 -0.0006564558273246037 0.00022618352399347537 -0.00072940697936548383 -0.00065916987357784041 0.00082510552347502257 -8.353734312550263e-05 -0.00040188635869813685 0.00056973300617297858 0.00022177577400453951 0.00087457647223213519 -0.00021043432906618173
leaf_weight=0.0010849772735771904 0.0010413813833835125 0.0012143424509426408 0.0010114387103480121 0.0010024265723829846 0.0014018194611566835 0.0011150442296375684 0.0014165292550936629 0.0012360344903705476 0.0014865329062231304 0.0011664129452933433 0.0015202245059123443
leaf_count=411 123 171 357 133 264 54 353 268 1435 230 111
internal_value=0 4.12411e-05 -6.48869e-05 5.99073e-07 5.96416e-05 0.00042255 -7.74683e-05 2.55676e-05 0.000168281 0.000543853 3.2492e-06
internal_weight=0 0.0136558 0.011275 0.0102636 0.00917861 0.00251686 0.00666175 0.00565932 0.00424279 0.00238076 0.00300676
internal_count=3910 3787 3386 3029 2618 318 2300 2167 1814 401 1546
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=11
num_cat=0
split_feature=484 474 160 133 13 2 15 0 52 49
split_gain=0.00016758 4.57888e-05 8.3327e-05 0.000134069 7.43498e-05 0.000116842 6.72984e-05 0.000160799 0.000158944 5.88385e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.083514999999999992 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 -0.081429999999999989 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11
leaf_value=-0.00076363126166262014 -0.00044486387492630148 0.00043812236847157903 -0.0005613910143926667 0.00073662833346244962 0.00085676496782579659 -3.2337727806068802e-05 -0.00055921379731957443 0.00032609924020361248 -0.0004021435259824143 0.00021636474498963954
leaf_weight=0.0010319302829536496 0.0013121849785538231 0.0011086222326496123 0.001129427562986683 0.0017530961954213362 0.0010617406998839427 0.0013406947252008472 0.0017913746639976306 0.0014093038320038369 0.0010511670286265026 0.0013517581629096005
leaf_count=612 556 318 820 231 200 149 605 169 68 182
internal_value=0 5.65894e-05 2.19214e-05 7.81739e-05 0.000152191 0.000403397 3.5591e-05 -0.000169398 0.000224961 -5.42036e-05
internal_weight=0 0.0133094 0.0122007 0.0108886 0.00975914 0.00309379 0.00666534 0.00320068 0.00346467 0.00240293
internal_count=3910 3298 2980 2424 1604 380 1224 774 450 250
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=11
num_cat=0
split_feature=484 52 52 1 2 151 4 0 15 2
split_gain=0.000112517 6.56804e-05 9.93918e-05 0.000136041 6.94512e-05 5.73045e-05 9.1904e-05 9.94553e-05 7.77846e-05 5.52191e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.089910000000000004 -0.0008699999999999999 0.28937500000000005 -0.11756999999999999 -0.03231499999999999 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -7 -9 -10
right_child=1 2 5 -5 -6 6 -8 8 9 -11
leaf_value=-0.00062577212046218127 -0.00042181876531271692 -0.00028405495672446533 -0.0003702854056087588 0.00085381422920791442 0.00041182069225073614 -0.00054605147929743289 0.00054598598729848193 0.00048345744175420387 0.00013864407486546782 -0.00038725815616432932
leaf_weight=0.0010226772151525993 0.001044605068969571 0.0011000009867778585 0.0015185198754900237 0.001356939839887418 0.0011056619183415217 0.001232663952868274 0.0011904929299326522 0.0013158232705123467 0.0018101305916205183 0.0013327953565236035
leaf_count=612 379 209 273 280 125 158 230 351 1157 136
internal_value=0 4.96936e-05 9.08657e-05 0.000365308 6.47759e-05 -2.55247e-05 5.05481e-05 -5.30844e-05 8.3201e-05 -8.43711e-05
internal_weight=0 0.0130076 0.011963 0.0035626 0.00220566 0.00840043 0.00688191 0.00569141 0.00445875 0.00314293
internal_count=3910 3298 2919 614 334 2305 2032 1802 1644 1293
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=11
num_cat=0
split_feature=484 52 52 1 52 151 16 0 16 52
split_gain=0.000140395 5.67953e-05 0.000105616 0.000104717 7.71221e-05 7.02824e-05 0.000110307 7.5689e-05 9.08652e-05 0.000132474
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 -0.088354999999999989 -0.0008699999999999999 -0.50388999999999984 -0.11524 -0.17157499999999998 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 -8 -9 -10
right_child=1 2 5 -5 -6 6 7 8 9 -11
leaf_value=-0.00070792267392302431 -0.00038622779608275245 -0.00024380938231750659 -0.00041533826482884908 0.00079207654124348629 0.00048402395170647284 0.00058811269914561121 -0.0004720166314844239 0.00053041927342851981 -0.00061304812738077513 0.00020706395246837344
leaf_weight=0.0010196390466037141 0.001066721064350947 0.001168454692430744 0.0015256011180699875 0.0013750919284734389 0.0010743888546437966 0.0012071362094589816 0.0013395455660881227 0.0011621206151214755 0.0012342809914030117 0.0019593648547432995
leaf_count=612 379 219 273 280 115 166 157 163 946 600
internal_value=0 4.74186e-05 8.58197e-05 0.000366045 0.000104844 -3.44736e-05 4.97064e-05 -6.44102e-05 6.09425e-05 -0.000109893
internal_weight=0 0.0131127 0.012046 0.00361794 0.00224284 0.00842805 0.00690245 0.00569531 0.00435577 0.00319365
internal_count=3910 3298 2919 614 334 2305 2032 1866 1709 1546
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=12
num_cat=0
split_feature=484 42 43 16 474 160 51 4 4 13 3
split_gain=0.000143909 8.27669e-05 7.74978e-05 0.000109306 0.000107817 0.000142698 0.000131427 0.000147694 0.000152995 0.000113703 9.57404e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 0.084655000000000022 -0.080734999999999987 0.090935000000000016 -0.0025899999999999994 0.17888000000000001 -0.088854999999999976 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 10 -9 -10 -7
right_child=1 2 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00070774083357803179 -0.00049153693871851827 0.00056179838295285743 -0.00064184232175092679 -0.00045911489089794764 0.00071972546573774877 4.9002966843559352e-05 0.00071914085777074056 -0.0006519556406779153 0.00057551846336934855 -0.00025354106302880123 0.00084643200679671395
leaf_weight=0.0010400128037591936 0.0010079332107910096 0.0012210818198537662 0.0010243416864093519 0.0014587552194084913 0.0010195178779668435 0.0012328626111224716 0.0012503909940836467 0.001678557469463977 0.0011284244704172454 0.0014574642192184319 0.001091197627757114
leaf_count=612 215 151 483 368 237 924 159 273 137 219 132
internal_value=0 4.90725e-05 9.24471e-05 4.19145e-05 0.000115869 4.64093e-05 0.000136346 2.57411e-05 -0.000190984 0.000108242 0.000423414
internal_weight=0 0.0135705 0.0125626 0.0113415 0.00988276 0.00886324 0.0078389 0.00658851 0.00426445 0.00258589 0.00232406
internal_count=3910 3298 3083 2932 2564 2327 1844 1685 629 356 1056
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=11
num_cat=0
split_feature=484 52 51 42 160 51 48 49 12 4
split_gain=0.000130775 7.16558e-05 8.97559e-05 9.3546e-05 9.05351e-05 8.19038e-05 7.81025e-05 9.1974e-05 0.000127768 6.74683e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.09021499999999999 -1.0000000180025095e-35 -0.08044999999999998 0.090935000000000016 0.092150000000000024 -0.029304999999999998 0.095295000000000019 -0.00027999999999999998
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=-0.00068137782689975303 -0.00045598676407655183 0.00060587049090192002 -0.00049650664841931528 -0.00037469494305515308 0.00054420359582896206 0.00065787100756542114 -0.00033040899655533188 0.0005442861168766988 -0.00052529549236797382 -7.3627759969980492e-05
leaf_weight=0.0010219469316321778 0.001004073963000258 0.0011673025400526582 0.0011445302770734305 0.00134955290269513 0.0019224620589816336 0.0011528776187073216 0.0013483826955653722 0.0014352288574527743 0.0011595996741389225 0.0012899771589060653
leaf_count=612 369 223 844 484 236 159 152 417 179 235
internal_value=0 4.71447e-05 8.93489e-05 3.35349e-05 9.63475e-05 0.000172859 9.47164e-05 0.000193426 1.98374e-05 0.000251796
internal_weight=0 0.012974 0.0119699 0.0108026 0.00965808 0.00830853 0.00715565 0.00580727 0.00388481 0.00272521
internal_count=3910 3298 2929 2706 1862 1378 1219 1067 831 652
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=10
num_cat=0
split_feature=4 16 52 16 3 49 15 4 16
split_gain=2.87383e-05 3.07223e-05 5.78751e-05 7.40691e-05 8.54677e-05 8.1678e-05 0.000101901 6.68111e-05 1.05606e-05
threshold=0.28937500000000005 -0.30307999999999996 0.11110500000000002 0.26538000000000006 0.090325000000000003 -0.081274999999999986 -0.0063699999999999989 -0.12499499999999999 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -2
right_child=8 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.018381989846486566 0.0037488557221775558 0.01855421942366357 0.019140023475168518 -0.024939280619051565 0.020083319643695679 -0.036060927214013654 -0.018183170557482586 0.017498683264382208 0.017834600649341056
leaf_weight=0.0010658716238175639 0.0011185187376982499 0.0010086464523486132 0.0012916959882621421 0.001354502413962809 0.0016828208341971782 0.0012838086011182624 0.0010467299043812601 0.0010522920443221634 0.0010155247722958244
leaf_count=210 143 183 517 432 166 758 147 1071 283
internal_value=0 -0.00235565 -0.000396815 -0.00379382 0.000921391 -0.00642149 -0.0138684 -0.000294967 0.0104518
internal_weight=0 0.00978637 0.0087205 0.0074288 0.0060743 0.00439148 0.00338283 0.00209902 0.00213404
internal_count=3910 3484 3274 2757 2325 2159 1976 1218 426
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=2.60662e-05 5.40554e-05 5.46188e-05 5.78533e-05 7.37793e-05 7.9552e-05 8.88727e-05 4.83944e-05 0.00015079
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.023382178500959819 -0.014733005780229229 -0.022212479660641868 -0.029160431783924926 0.018806210342472346 -0.025335802401634723 -0.0021280081049316461 0.01025021719194593 -0.0059190168757620037 0.047398513240235474
leaf_weight=0.0010165568763077547 0.0010985005970128294 0.0010659865773475974 0.0013165400247641666 0.0016216292183674798 0.0011481777136550936 0.0014174508057820459 0.0010120429402058484 0.0010868775735592344 0.0010855525666339395
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 0.00143764 -0.000849346 0.00177175 -0.00213726 0.00236324 -0.0120319 0.0117007 0.0193516
internal_weight=0 0.0107708 0.00975426 0.00868827 0.00706664 0.00591846 0.00232858 0.00358988 0.002503
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=12
num_cat=0
split_feature=484 15 151 42 1 16 16 16 16 3 151
split_gain=9.28255e-05 4.76341e-05 9.22078e-05 0.000128762 7.87857e-05 0.000104939 9.42518e-05 6.86582e-05 6.49386e-05 6.20338e-05 5.03383e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 0.093125000000000013 0.095575000000000007 -0.055679999999999993 -0.035699999999999989 -0.083564999999999987 -0.27337499999999998 -0.021064999999999997 -0.086249999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 8 -4 -3 -6 -8 -2
right_child=1 7 3 -5 5 -7 9 -9 -10 -11 -12
leaf_value=-0.00055627660143791778 3.8835724792603658e-05 8.5014991706956148e-05 -0.00034950323452721018 -0.00045091976388960417 0.00041393985489826101 2.2326036402855108e-05 0.00065734732218599747 -0.00056839462862229664 0.001060471617396424 1.0128626383040229e-05 -0.00058216737346937074
leaf_weight=0.0010721300702702307 0.0010025943692344302 0.0014341049727665811 0.0012512780493455391 0.0010298544627144702 0.0012103071863255282 0.0011999698146304034 0.0010928157472258077 0.0010868308094492711 0.0011792444029316874 0.0011886446712251406 0.0010047919019613863
leaf_count=627 279 518 310 266 161 232 309 833 102 110 163
internal_value=0 4.45712e-05 0.000104435 0.000197131 0.000290837 0.000495425 8.29592e-05 -0.000196684 0.000733003 0.000320145 -0.000272006
internal_weight=0 0.0126804 0.0101595 0.00815211 0.00712226 0.00358952 0.00353274 0.00252094 0.00238955 0.00228146 0.00200739
internal_count=3910 3283 1932 1490 1224 495 729 1351 263 419 442
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=12
num_cat=0
split_feature=484 42 41 3 160 12 4 15 0 1 12
split_gain=0.000172024 6.35466e-05 7.57075e-05 7.81685e-05 9.40132e-05 7.75442e-05 0.000110377 9.78787e-05 7.55326e-05 0.000185204 6.3412e-05
threshold=-0.0043499999999999988 -0.10770999999999999 1.0000000180025095e-35 -0.10628499999999998 -0.080734999999999987 0.10058500000000002 -0.078094999999999984 -0.048914999999999993 -0.18901999999999997 0.099595000000000017 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 -6 8 -8 -10 -3
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-0.00076135982319580978 -0.00040758556574537418 0.00010367443723303908 -0.00041291339591981695 -0.00041536015287005297 0.00077781841622949521 -0.00030880217539576378 -5.4194523149063955e-05 -0.00034510869991058284 -5.7291850119462392e-05 0.0010817019970827103 0.00074977647219045781
leaf_weight=0.001048526181965573 0.0010149070848945859 0.0010429196308044389 0.0010031413502559752 0.001333036638385663 0.001178224929991689 0.0011910546108780604 0.0015759867111113691 0.0013312247893360486 0.0011050887724748507 0.0010904790159609692 0.0013272823057775759
leaf_count=612 215 90 171 567 668 272 89 437 311 306 172
internal_value=0 6.38053e-05 0.000103089 0.000149408 6.4325e-05 0.000149902 0.000236885 0.000111985 0.000273323 0.000508416 0.000465483
internal_weight=0 0.0131933 0.0121784 0.0111753 0.0088051 0.00747206 0.006281 0.00510278 0.00377155 0.00219557 0.0023702
internal_count=3910 3298 3083 2912 2650 2083 1811 1143 706 617 262
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 4 4 2 4 13
split_gain=0.00016384 6.19352e-05 8.71584e-05 0.000130366 9.53113e-05 0.000104673 0.000107544 8.90617e-05 8.33734e-05 7.77036e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.084129999999999996 0.25367000000000006 -0.0021099999999999995 0.10113500000000002 0.05309500000000001 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -8 -6
right_child=1 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.00076725444690824455 -0.00044128430575283631 0.00051527306865717642 -0.00056471643930166725 -0.0004260251711907279 0.00097186624490908633 0.00060709574074139649 -0.00055400141812558769 -3.2337365613872814e-05 0.00011504551342493512 0.00022349985928185487
leaf_weight=0.0010119807531514613 0.0014356540429775683 0.0010209196456788467 0.0011055923343887787 0.0010031693886265172 0.0010071339058561877 0.0019895933381014084 0.0013175219798020029 0.0016340532751942527 0.001568748776498468 0.0011340862446975616
leaf_count=612 572 298 820 188 163 273 155 238 142 449
internal_value=0 5.13502e-05 1.2514e-05 7.30627e-05 0.0001461 0.000212442 9.45719e-05 0.000312408 -0.00019036 0.000575498
internal_weight=0 0.0132165 0.0121956 0.0107599 0.00965431 0.00865114 0.00666154 0.00377527 0.00288627 0.00214122
internal_count=3910 3298 3000 2428 1608 1420 1147 850 297 612
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=10
num_cat=0
split_feature=484 52 150 4 151 12 4 4 2
split_gain=0.00019911 5.46067e-05 9.53329e-05 0.000110675 7.85332e-05 0.000102264 0.000139175 0.000120953 9.6552e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.0040999999999999986 -0.0008699999999999999 0.11655500000000001 0.17888000000000001 -0.0031049999999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 -6
right_child=1 4 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00084232734349864123 1.3212278581119941e-05 -0.00044452354265253472 -0.00022297789852568695 0.00072357083719818305 0.00044586028370546316 -0.00050714593281004608 0.00059718170713914847 -0.00054436453999480504 -0.00031116692463778348
leaf_weight=0.0010213219218106655 0.0015525180275327375 0.0015007466377403925 0.0013134608458826059 0.0018457669200606939 0.0018261579828205317 0.0010757458286533763 0.0018460073882423742 0.0013042752525481895 0.0010037733976297324
leaf_count=612 566 273 151 276 1190 96 323 303 120
internal_value=0 5.61314e-05 0.000225645 0.000399041 -3.72113e-05 4.94207e-05 0.000149538 -5.03436e-05 0.000177344
internal_weight=0 0.0132685 0.00471175 0.00339828 0.00855671 0.00705596 0.00598021 0.00413421 0.00282993
internal_count=3910 3298 993 842 2305 2032 1936 1613 1310
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=12
num_cat=0
split_feature=484 52 52 51 42 52 43 3 3 1 16
split_gain=0.00016449 5.04758e-05 0.000104091 0.000139196 0.000112614 9.95694e-05 7.28706e-05 9.93164e-05 0.000132474 6.76699e-05 8.71859e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.07174999999999998 -1.0000000180025095e-35 -0.048794999999999991 -0.15109999999999998 -0.13309499999999996 -0.077689999999999995 0.10498500000000001 -0.057604999999999996
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 -10
right_child=1 2 3 4 5 6 7 8 9 -11 -12
leaf_value=-0.00075691895580655172 -0.00035034582857538263 0.0005859911121241341 -0.00066885506744816499 -0.00049492371269606523 0.0006051627108658406 0.00055127621707976764 -0.00051369365732630891 0.00074234923670630571 -0.00068128862650464943 0.00024126087345749251 0.00010061792381864195
leaf_weight=0.0010362219185548931 0.0010913905196001982 0.0014352377610962657 0.0010107221347674467 0.0011051930254175916 0.0016385041499898589 0.0010324121307458412 0.0012153688043545366 0.0010174192174894434 0.0010676027952300532 0.001701622212759039 0.001127099475997928
leaf_count=612 379 285 236 792 223 88 100 525 222 281 167
internal_value=0 5.38524e-05 8.95686e-05 2.42986e-05 9.50275e-05 0.000169119 6.93558e-05 -1.18208e-05 0.000112313 -5.22042e-05 -0.000279737
internal_weight=0 0.0134426 0.0123512 0.0109159 0.00990522 0.00880003 0.00716152 0.00612911 0.00491374 0.00389632 0.0021947
internal_count=3910 3298 2919 2634 2398 1606 1383 1295 1195 670 389
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=9
num_cat=0
split_feature=132 42 160 157 15 15 0 12
split_gain=2.25777e-05 4.76785e-05 6.9615e-05 9.78958e-05 7.22173e-05 0.000110114 6.92563e-05 0.000120159
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.048464999999999994 0.041585000000000004 -0.03231499999999999 -0.15517999999999996 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8
right_child=-2 2 4 -5 -6 -7 7 -9
leaf_value=-0.019401584778779134 0.013717255910336261 0.0083100327713494463 -0.0059821118834449119 -0.033929927899322004 0.0263830934547684 -0.019161568321800906 0.03906569290948711 -0.0050938880607737493
leaf_weight=0.0013002090787246215 0.0010817796146595426 0.0010126591458058719 0.0016417026852253123 0.001197510588192136 0.0013690313961755565 0.0018773448847403326 0.0014579216769969984 0.0010672380668249933
leaf_count=868 395 322 151 634 620 311 423 186
internal_value=0 -0.00142796 0.00100044 -0.0145764 0.00564448 0.000947123 0.0100069 0.020402
internal_weight=0 0.0109236 0.00962341 0.00221017 0.00741324 0.00604421 0.00416686 0.00252516
internal_count=3910 3515 2647 956 1691 1071 760 609
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=11
num_cat=0
split_feature=484 42 47 12 49 2 12 13 4 13
split_gain=0.000176247 6.79292e-05 0.000101554 8.20077e-05 0.000139168 0.00010976 0.000169868 0.000124028 0.000156414 7.78794e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 -0.0089849999999999982 -0.085974999999999982 0.094010000000000024 0.080120000000000011 -0.0030249999999999995 0.25367000000000006 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 -8
right_child=1 -3 -4 4 5 7 9 8 -10 -11
leaf_value=-0.00077983360312914262 -0.00035860245781398206 -0.00043612071541966044 0.00053473706995597274 -0.00051489612420650027 0.00087772694356113591 0.00035634148454612028 -0.00032463033287704582 -0.00086348993660975422 0.00020562353306691317 0.00042917215760521839
leaf_weight=0.0010469203059964962 0.0017962288431914763 0.0010004311985573481 0.0017369141208479844 0.0012188004684086 0.0017724652749729342 0.0016970534432969673 0.0010487022511839474 0.0011077109537018332 0.0010020683017475523 0.0010591394412510396
leaf_count=612 395 422 171 164 140 298 736 289 90 593
internal_value=0 5.54284e-05 9.4962e-05 2.35884e-05 0.000100672 0.000198271 0.00043034 -3.8278e-05 -0.0003557 5.41372e-05
internal_weight=0 0.0134395 0.0124391 0.0107022 0.00890594 0.00768714 0.00388031 0.00380683 0.00210978 0.00210784
internal_count=3910 3298 2876 2705 2310 2146 1469 677 379 1329
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=11
num_cat=0
split_feature=484 41 474 47 42 43 3 15 2 2
split_gain=0.000124862 6.32562e-05 9.324e-05 7.43868e-05 9.70837e-05 0.000139845 5.45738e-05 0.000114564 7.28904e-05 2.6988e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 0.10783500000000001 -0.015514999999999999 -0.083684999999999996 0.12046500000000002 -0.10071499999999999 0.087995000000000004 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -10
right_child=1 -3 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.00066196383020089653 -0.00060253802092767161 -0.00042362424045419886 0.00065571146656424157 0.00042137160650783921 0.00058712130428502992 0.00051999547759645336 -0.00035245630867709518 -0.00048405701507794278 0.00029410152300802443 -0.00014350561459331671
leaf_weight=0.0010209341351780253 0.0010165232916508294 0.0010020018734621374 0.0010220911196736912 0.0016478358098747778 0.0014761713697317254 0.0013501715867318912 0.0019821282684018057 0.0014798044692367618 0.0011095158274876033 0.0010589783601160766
leaf_count=612 749 183 308 164 342 190 170 643 272 277
internal_value=0 4.98869e-05 8.89588e-05 3.68712e-05 -3.00108e-05 3.88082e-05 -7.71423e-05 3.20327e-05 -0.000148554 8.03972e-05
internal_weight=0 0.0131452 0.0121432 0.0111211 0.00947329 0.00845677 0.0069806 0.00499847 0.0036483 0.00216849
internal_count=3910 3298 3115 2807 2643 1894 1552 1382 1192 549
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=12
num_cat=0
split_feature=14 484 157 4 1 0 42 12 4 15 13
split_gain=0.000199774 0.000129576 0.00012078 8.23772e-05 0.000124991 0.000206656 0.000133853 0.00011547 7.5609e-05 7.46965e-05 0.000102439
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.0017649999999999999 0.11368000000000002 -0.230625 0.081685000000000021 0.098180000000000003 0.24280000000000004 -0.014614999999999998 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 9 -6 -4 -11
right_child=-2 2 3 4 8 6 -8 -9 -10 10 -12
leaf_value=-0.00060571522310134192 -0.00084953330002560579 0.00068851712448860652 0.00072530023145183872 0.00040604236257835445 -5.0881087786591591e-05 -0.00088981410590810602 -2.9950697616611979e-05 -0.00035288673192279267 0.00061126082686334111 0.00061041735157832551 -0.00021095303599405062
leaf_weight=0.0010609628960871137 0.0010103674225247971 0.0012417463374753629 0.0015553685417189489 0.0011326598731464799 0.0015393695944507929 0.0019114038608998947 0.0010946473557790146 0.0010062417488640018 0.0011646619717824627 0.0010916943868182955 0.0012547379664412995
leaf_count=583 153 389 341 73 89 326 262 281 273 873 267
internal_value=0 5.31509e-05 0.000106954 4.54977e-05 -9.35421e-05 -0.000307746 -0.000576697 0.000239346 0.000234312 0.000392077 0.000171195
internal_weight=0 0.0140535 0.0129925 0.0117508 0.00684274 0.00413871 0.00300605 0.00490804 0.00270403 0.0039018 0.00234643
internal_count=3910 3757 3174 2785 1023 661 588 1762 362 1481 1140
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=8
num_cat=0
split_feature=48 4 13 0 42 13 16
split_gain=3.31444e-05 6.93677e-05 4.24346e-05 8.29654e-05 8.73927e-05 3.24102e-05 5.09012e-05
threshold=0.11930500000000001 0.28937500000000005 -0.13934999999999997 -0.017269999999999997 -1.0000000180025095e-35 -0.062819999999999987 -0.057604999999999996
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=-0.015989120398272778 -0.017441025719009944 0.019120628615438211 -0.030200840515812011 0.020407340908734427 -0.0098146050582203111 -0.0055356787210931666 0.02061598245737312
leaf_weight=0.0017645110319976223 0.0010065081887766702 0.0018612110386678456 0.0010783046217817402 0.0017352787425272652 0.0016540628686776775 0.0014768111542988877 0.0015004508932784781
leaf_count=206 161 388 976 287 1409 224 259
internal_value=0 0.0015126 -0.00204596 0.00125869 -0.00456099 0.0014087 0.00764398
internal_weight=0 0.0110706 0.00920942 0.00744491 0.00570963 0.00463132 0.00297726
internal_count=3910 3749 3361 3155 2868 1892 483
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 2 2 2 15 4
split_gain=0.000172405 5.34108e-05 9.9516e-05 8.89325e-05 0.000135417 9.09695e-05 0.000113098 8.84315e-05 0.00020332 0.000133343 0.000117581
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 -0.0088999999999999982 0.090050000000000005 0.089910000000000004 0.11203000000000002 -0.064869999999999983 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 10 -7 -9
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12
leaf_value=-0.00077702897397189676 0.00061291410820322415 0.00046666521671690484 -0.00054834985518269436 0.00024654339029562519 -0.00059237109297700821 -0.00060947725485247125 -0.00061522207243065567 0.0003826375204059595 -0.00017548172467052683 0.00029094604246082082 0.0012619854984311843
leaf_weight=0.0010337181529254036 0.001058370120729628 0.0011067750962203684 0.0010908490724863265 0.0010620018878023801 0.0012364361821802722 0.0010213721662147911 0.0013049970558485172 0.0013522624973292749 0.0014155320828415077 0.0016600162758430622 0.0010298602120355211
leaf_count=612 156 216 117 231 476 230 216 326 238 923 169
internal_value=0 5.41832e-05 1.68601e-05 7.22023e-05 1.54431e-05 0.000100399 -0.000228574 0.000220583 0.000413069 -5.20357e-05 0.000762805
internal_weight=0 0.0133385 0.0122317 0.0111408 0.0100825 0.00884604 0.002367 0.00647904 0.00379765 0.00268139 0.00238212
internal_count=3910 3298 3082 2965 2809 2333 447 1886 733 1153 495
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 2 3 0 15
split_gain=2.68662e-05 6.08197e-05 0.000100704 6.6548e-05 0.000108107 6.48105e-05 0.00014767 6.67064e-05 3.90856e-05
threshold=0.11930500000000001 0.093225000000000016 0.08955500000000001 0.11235500000000002 0.24280000000000004 0.10571000000000001 0.086245000000000016 -0.073129999999999987 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0049898563999376481 -0.015707621897493161 0.023060420679439773 -0.031125443427364181 -0.0029009709050875025 0.040840942213538151 -0.019397356869528471 0.033775482577115705 0.0080359323811606421 -0.03273592786156624
leaf_weight=0.0010087230604641146 0.0010064346016895572 0.0011563569522900071 0.0010083894330951042 0.0012446227817723974 0.0010347547056754434 0.0017443862248334059 0.0011852144629511119 0.001667436007261569 0.0010221998180627257
leaf_count=519 161 279 338 134 280 414 119 300 1366
internal_value=0 0.00135723 -0.00117377 0.00221703 0.0169563 -0.00285185 0.00305812 -0.00678589 -0.018955
internal_weight=0 0.0110721 0.00991573 0.00890734 0.00227938 0.00662796 0.00488357 0.00369836 0.00203092
internal_count=3910 3749 3470 3132 414 2718 2304 2185 1885
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=9
num_cat=0
split_feature=11 43 43 0 52 16 4 3
split_gain=2.53299e-05 4.10278e-05 7.75341e-05 8.90857e-05 4.50065e-05 5.51219e-05 7.73578e-05 0.000155043
threshold=0.079700000000000007 -0.053009999999999995 -0.080894999999999981 -0.017269999999999997 0.10701500000000001 0.050115000000000007 -0.0010999999999999996 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8
right_child=-2 4 -4 -5 -6 -7 7 -9
leaf_value=-0.011437661463168497 -0.014846168146781316 0.015841910761633965 0.033060038763219238 0.024723431741343112 0.014351536627802306 -0.026018834341175578 -0.036017444011776596 0.0099524331355636229
leaf_weight=0.0019410333209358094 0.001056226170191874 0.0015911479007373274 0.0010305583768573188 0.0010497159903371824 0.0011966198501564412 0.0012009986924477927 0.001376711472890285 0.0015707723172822773
leaf_count=1015 254 876 573 129 312 258 302 191
internal_value=0 0.001369 0.0094054 0.00125443 -0.00329011 -0.00696811 -0.00192697 -0.0115192
internal_weight=0 0.0109576 0.00402131 0.00299075 0.00693625 0.00573963 0.00453863 0.00294748
internal_count=3910 3656 1717 1144 1939 1627 1369 493
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=8
num_cat=0
split_feature=151 4 0 48 42 16 4
split_gain=2.36052e-05 6.46368e-05 5.05935e-05 5.50609e-05 6.4525e-05 4.56675e-05 4.99441e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15517999999999996 0.085760000000000017 0.084100000000000022 0.15100500000000003 -0.076854999999999993
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=-0.011950295201374306 -0.018355451802543849 0.019283893457698868 0.029107876438550836 0.020096951405757651 -0.018155446986882606 -0.010064795752723598 0.0011502792740121666
leaf_weight=0.0014634377053120541 0.0015366761416978963 0.0017279458210145522 0.0010534473711902529 0.0013192428321133235 0.0018211297159657367 0.0014141247951031137 0.0016240586921436231
leaf_count=406 165 375 564 445 1256 257 442
internal_value=0 0.00160655 -0.00187693 0.00162447 -0.00249707 0.00447227 0.01215
internal_weight=0 0.0104966 0.00876868 0.007232 0.00591276 0.00409163 0.00267751
internal_count=3910 3504 3129 2964 2519 1263 1006
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=12
num_cat=0
split_feature=484 42 43 16 48 2 52 4 2 3 4
split_gain=0.000162559 5.707e-05 7.79006e-05 6.8258e-05 7.56807e-05 7.15121e-05 0.000108738 0.00016155 8.61381e-05 0.000207403 6.93781e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 0.11930500000000001 0.091985000000000011 -0.084699999999999984 -0.0010999999999999996 0.10679500000000001 0.11818000000000002 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -7 -10 -9
right_child=1 2 3 -5 -6 8 7 10 9 -11 -12
leaf_value=-0.00074645115449736941 -0.00039208579374281006 0.00057138318962863838 -0.00057379526107777788 -0.00035679230291550402 -0.0004082398785487591 0.00064699859765065648 0.0006947701902159987 -0.00053671061485039318 0.00063192299082737299 -0.00052716473576828245 0.00017263921802472524
leaf_weight=0.0010544795589182603 0.0010227832389431485 0.0011696224945952982 0.0010344466199781951 0.0014536025115919815 0.001015048111778479 0.0019180797405803523 0.0013037572571446806 0.0010611053703299604 0.0012666312530132001 0.0011168969560285966 0.0010593134461366299
leaf_count=612 215 151 214 368 106 414 1051 210 283 143 143
internal_value=0 5.3088e-05 8.98115e-05 3.96501e-05 9.86018e-05 0.00015733 -1.66815e-05 0.000151623 0.000337692 8.87863e-05 -0.000182335
internal_weight=0 0.0134213 0.0123985 0.0112289 0.00977528 0.00876023 0.00445862 0.00342418 0.00430161 0.00238353 0.00212042
internal_count=3910 3298 3083 2932 2564 2458 1618 1404 840 426 353
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=10
num_cat=0
split_feature=50 156 160 42 43 2 0 16 3
split_gain=2.52368e-05 3.72313e-05 5.98261e-05 7.00537e-05 6.4416e-05 3.95928e-05 0.000107452 4.45445e-05 3.17423e-05
threshold=0.086465000000000014 0.085790000000000019 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.012625000000000003 -0.114825 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 7 -6 -5
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.024842516474676949 -0.014367803656906831 -0.015463226522818445 -0.021782534248165761 0.0069927765743763755 0.019869301447850218 0.011638336952591278 -0.034955906395581791 -0.0068684446108067763 0.031588542301429129
leaf_weight=0.001152256154329752 0.0011162258141245397 0.0011655061889378352 0.0012045479042951841 0.0010717016962810723 0.001001941926592885 0.0015612720076967758 0.0010199038622895167 0.0016478075945011894 0.0010280385429764297
leaf_count=507 715 499 738 233 134 241 76 511 256
internal_value=0 0.00142281 0.00345438 0.000566976 0.00423936 -0.00169971 -0.00737444 0.00324182 0.0190349
internal_weight=0 0.010853 0.00968747 0.00853521 0.00733067 0.00523093 0.00366965 0.00264975 0.00209974
internal_count=3910 3195 2696 2189 1451 962 721 645 489
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 16 3 3
split_gain=2.49764e-05 4.35319e-05 5.85552e-05 5.63677e-05 6.60388e-05 5.78572e-05 4.04248e-05 1.45207e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094485000000000013 -0.0071449999999999994 -0.055679999999999993 0.10223 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -6
right_child=-2 2 3 5 7 6 -8 -9
leaf_value=-0.013460292096450541 -0.013549130739101451 0.024845588574892667 -0.023657660996367923 0.022619981355362417 0.011460364370446098 0.011458371270252338 -0.015385739098539582 -0.0045624212181292392
leaf_weight=0.0016446125380179663 0.0012285164163746273 0.0011952971162624898 0.0015369957089706467 0.0018059011146431131 0.0010969585115030195 0.0011695805556441331 0.0010780787418002424 0.0011676543380756063
leaf_count=394 279 117 1033 288 1243 352 108 96
internal_value=0 0.00150605 0.00422567 0.001088 -0.00765926 0.00929156 -0.00141727 0.00319887
internal_weight=0 0.0106951 0.00905047 0.00785517 0.00380161 0.00405356 0.00224766 0.00226461
internal_count=3910 3631 3237 3120 2372 748 460 1339
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 12 151 1 2 0 4
split_gain=0.000179161 7.51171e-05 0.000120137 0.000150428 0.000104607 6.8732e-05 7.17236e-05 0.000119448 0.000102984 0.000120568 8.15859e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.099595000000000017 0.085875000000000021 0.11655500000000001 -0.0008699999999999999 0.10113500000000002 0.10113500000000002 -0.069794999999999982 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 8 9 -8 -9
right_child=1 5 3 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00077866164157520241 -0.00032500100497141488 -0.00037782067929876319 0.00047694236335420805 0.0009039126796390037 -0.0003580036891450955 -0.00050612531925628076 -0.00025869556518498185 4.7705181541708449e-05 -0.00057125249140998655 0.00058857826815133293 0.00079125102954003196
leaf_weight=0.001079971469003428 0.0010999185493526962 0.0014818383143104094 0.001283832288023451 0.0014626386821368475 0.0010477076464094903 0.0011424558060812665 0.0014713955319045984 0.0010300782907798325 0.0012475342838766316 0.0011507037519570152 0.0012630291256540244
leaf_count=612 379 266 218 280 116 103 1313 109 189 100 225
internal_value=0 5.08913e-05 0.000245572 0.000410979 0.000101749 -5.75397e-05 9.49989e-06 0.000102632 -0.000107509 0.000113129 0.000457246
internal_weight=0 0.0136811 0.0048941 0.00379418 0.00233154 0.00878704 0.00764458 0.00616274 0.00386963 0.0026221 0.00229311
internal_count=3910 3298 993 614 334 2305 2202 1936 1602 1413 334
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 16 3 13 15
split_gain=2.46413e-05 3.82035e-05 3.78913e-05 4.91157e-05 6.26196e-05 0.000101034 5.29435e-05 4.47031e-05 1.14868e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.094010000000000024 -0.008069999999999999 0.12046500000000002 -0.032264999999999995 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -4 -9
right_child=-2 -3 3 6 5 -7 -8 8 -10
leaf_value=-0.0214069365398597 0.014579749971612446 0.016163932898391697 -0.014074339034369908 0.019832358796747045 -0.041041046498067085 -0.0012497414082174791 -0.0083005337248767321 0.017603599807752605 0.0030458373194796606
leaf_weight=0.0010491064095024616 0.0010503116585111215 0.0011052250479045523 0.0010636630121190916 0.0018083423290003757 0.0011046635417457512 0.001510837091503802 0.0010616587313045101 0.0011817698058913084 0.0010012146516331975
leaf_count=136 225 276 1233 314 390 410 91 221 614
internal_value=0 -0.00145907 -0.00345037 -0.00129301 -0.00654063 -0.0180557 0.00942556 0.00273593 0.0109268
internal_weight=0 0.0108865 0.00978126 0.00873215 0.00586215 0.0026155 0.00287 0.00324665 0.00218298
internal_count=3910 3685 3409 3273 2868 800 405 2068 835
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=11
num_cat=0
split_feature=484 474 160 133 13 2 15 0 52 2
split_gain=0.000167273 6.0681e-05 6.65139e-05 0.000133797 6.89684e-05 0.000104149 7.39928e-05 0.000156421 9.31006e-05 4.22422e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.083514999999999992 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 -0.07984999999999999 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11
leaf_value=-0.0007709045715876471 -0.00040519049678285535 0.00049407475827060261 -0.00058168701638454368 0.00070484782986112294 0.00067282832408253326 -3.7545333755634519e-05 -0.00058337284547417306 0.00030226911956010653 -0.00028863801634316865 0.00026028519459064521
leaf_weight=0.0010232571393043966 0.0013081981721949102 0.0010958379521788094 0.0011053185318228948 0.0016959896005893506 0.0011742430580149177 0.0012709638138030071 0.0017351792860595943 0.0013737393268356511 0.0010747741073739016 0.0010812159250775557
leaf_count=612 556 318 820 231 217 149 605 169 90 143
internal_value=0 5.26774e-05 1.17539e-05 6.36447e-05 0.000139478 0.000386826 2.55081e-05 -0.000192034 0.000228593 -1.33564e-05
internal_weight=0 0.0129155 0.0118196 0.0105114 0.00940611 0.00296695 0.00643915 0.00310892 0.00333023 0.00215599
internal_count=3910 3298 2980 2424 1604 380 1224 774 450 233
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=11
num_cat=0
split_feature=484 42 42 49 47 47 2 3 0 3
split_gain=0.000140113 7.49849e-05 7.78182e-05 8.87342e-05 8.59952e-05 0.000145087 0.000132418 0.000129094 9.97991e-05 4.73309e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10138000000000001 -0.084934999999999997 0.10783500000000001 0.086425000000000016 0.10393500000000001 0.090325000000000003 -0.072864999999999985 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -8
right_child=1 2 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.00068350528158881872 -0.00044900949323821687 -0.00030067625268579741 -0.00041707232832936309 -7.4340460940139786e-05 0.00066639125637378625 -0.00052244596652691717 0.00018640107621390982 0.00097472533983204138 0.00054811625099091259 -0.00035617213628400874
leaf_weight=0.0010964955702049773 0.00109102677864304 0.0015730438050408383 0.0010807370119227866 0.0019740637709874023 0.0013210772276056491 0.0011411752820648597 0.0010366722577995974 0.0011885541270612171 0.0019871906666602017 0.0015310930765762365
leaf_count=612 215 199 422 1320 156 165 389 111 192 129
internal_value=0 4.44841e-05 8.64376e-05 0.000132738 0.000199712 0.000130117 0.00022661 0.000407971 0.000237919 -0.000137122
internal_weight=0 0.0139246 0.0128336 0.0117529 0.0101798 0.00885875 0.00771757 0.00514981 0.00396125 0.00256777
internal_count=3910 3298 3083 2661 2462 2306 2141 1623 1512 518
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 4 49
split_gain=2.51116e-05 4.57069e-05 5.19387e-05 4.96117e-05 8.70066e-05 6.60215e-05 9.44761e-05 5.97885e-05 7.14534e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 0.0057500000000000008 -0.006494999999999999
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 7 -8 -9 -10
leaf_value=0.021714595462582705 -0.014366572351751972 -0.021277012924685451 -0.027517517564645773 0.017602620419434688 -0.026742653113703864 -0.017386587612773976 0.012936072618377642 0.026821548869792142 0.019322084632631235
leaf_weight=0.0010057744383542124 0.0011125860929605174 0.0010875655174295102 0.0013260817643739172 0.0016352528786933648 0.0011622251017897461 0.0010711819725024571 0.0010224165881687064 0.0015096265781908234 0.0010500528520944533
leaf_count=264 715 286 1427 184 201 222 41 175 395
internal_value=0 0.00140703 -0.000663525 0.00189076 -0.00170689 0.00315939 -0.00990608 0.0116103 0.000784925
internal_weight=0 0.0108702 0.0098644 0.00877684 0.00714158 0.00597936 0.0023485 0.00363086 0.00212123
internal_count=3910 3195 2931 2645 2461 2260 1468 792 617
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=11
num_cat=0
split_feature=484 52 52 1 2 151 16 2 52 43
split_gain=0.000171167 4.9845e-05 0.000111092 0.000108595 7.09644e-05 6.62791e-05 0.000103537 9.43828e-05 0.00018524 8.31989e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.089910000000000004 -0.0008699999999999999 -0.50388999999999984 0.10113500000000002 0.10701500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 9 -9 -8
right_child=1 2 5 -5 -6 6 7 8 -10 -11
leaf_value=-0.00078138665282267007 -0.00036315055865326131 -0.00024705115711739156 -0.00041148683195087687 0.00081334998113006824 0.00046086446519669915 0.00057090717776245292 -0.00016771620712170471 -0.00097564878796918965 0.00020283211732852752 0.00043014181446863331
leaf_weight=0.0010141014883698765 0.0010083877563031489 0.0010822839491542091 0.0014662224525638645 0.0013719556400588317 0.0010954930489648629 0.0011999424912158014 0.0018048501947053688 0.0010474814228931431 0.0010046236371088822 0.0017750525414357257
leaf_count=612 379 209 273 280 125 166 1021 158 170 517
internal_value=0 5.53441e-05 9.09626e-05 0.000381261 0.000109054 -3.32191e-05 4.79619e-05 -6.34556e-05 -0.000398714 0.000128725
internal_weight=0 0.0128563 0.0118479 0.00354973 0.00217778 0.00829817 0.00683195 0.00563201 0.00205211 0.0035799
internal_count=3910 3298 2919 614 334 2305 2032 1866 328 1538
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=11
num_cat=0
split_feature=484 52 52 0 13 151 16 0 47 13
split_gain=0.000153419 5.1392e-05 8.87506e-05 0.000109464 6.38125e-05 5.94931e-05 9.0528e-05 7.88163e-05 0.000100276 5.50666e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -0.042354999999999997 -0.0008699999999999999 -0.50388999999999984 -0.11524 0.084695000000000006 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 -9
right_child=1 5 3 4 -6 6 7 8 -10 -11
leaf_value=-0.00074391238798947952 -0.00029177645347249159 -0.00039926637413333803 -7.3181100476017307e-05 0.00029348354827073722 0.00095881179266847627 0.00051355804798576998 -0.0004863857224005795 0.00020819923899218157 0.00057139507107464307 -0.00031936365749532384
leaf_weight=0.0010027168804139343 0.0010197726527826452 0.0014585471128362023 0.0013642047460420414 0.0010870797109988502 0.0011307154128342115 0.0012521317844612313 0.0013306293557848988 0.0012401810465126699 0.0010968911601975844 0.0019673957438724504
leaf_count=612 379 273 62 239 313 166 157 396 162 1151
internal_value=0 5.22065e-05 0.000218569 0.000363861 0.000632693 -3.95239e-05 3.66608e-05 -6.93069e-05 5.96237e-05 -0.000115386
internal_weight=0 0.0129475 0.00460177 0.003582 0.0022178 0.00834578 0.00688723 0.0056351 0.00430447 0.00320758
internal_count=3910 3298 993 614 552 2305 2032 1866 1709 1547
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=10
num_cat=0
split_feature=484 42 47 12 49 52 13 2 2
split_gain=0.000181746 7.66243e-05 0.000130345 9.95287e-05 0.000120417 8.90155e-05 8.01387e-05 9.55397e-05 5.63221e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 -0.0089849999999999982 -0.085974999999999982 -0.081429999999999989 0.064265000000000017 0.090905000000000014 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9
right_child=1 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.0007862279122620862 -0.00041630698183537859 -0.00046060372198149496 0.00059630489929596937 -0.00046830256950742145 0.00059477941704992197 0.00053333355560563711 -0.00041847301542312604 -0.00028785032152075314 0.00022620249076830677
leaf_weight=0.0010600966190658081 0.0017045810890060501 0.0010176818142074934 0.0017433135294886949 0.0012377895991175581 0.0016479502510796289 0.0018843034143941739 0.0010262312171805624 0.0015760901034585842 0.0017069289972460695
leaf_count=612 395 422 171 164 485 1016 184 297 164
internal_value=0 5.68202e-05 9.88546e-05 1.84371e-05 0.000100058 0.000189774 8.2012e-05 0.000181408 -2.05806e-05
internal_weight=0 0.0135449 0.0125272 0.0107839 0.00907929 0.0078415 0.00619355 0.00516732 0.00328302
internal_count=3910 3298 2876 2705 2310 2146 1661 1477 461
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=13
num_cat=0
split_feature=484 41 123 1 12 2 15 150 52 13 3 1
split_gain=0.000142829 9.2547e-05 0.000113085 0.000153769 0.000152691 0.000175971 0.000131651 0.00011061 0.000113463 0.000146093 0.000149507 0.000108678
threshold=-0.0043499999999999988 0.078150000000000011 0.084845000000000018 0.13662500000000002 0.11655500000000001 0.11203000000000002 -0.106555 0.086420000000000011 -0.07984999999999999 -0.083924999999999986 -0.069909999999999986 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 -10 -11 -7
right_child=1 -3 -4 -5 -6 11 7 -9 9 10 -12 -13
leaf_value=-0.00068502566537739177 0.00090882792774225364 -0.00051264575263814619 -0.0005120212174282555 0.00086827278015511207 -0.00065180045148564869 -0.00074589091839068428 0.00069505128242845044 -0.00033970241906495515 0.00064281349358485907 -0.00075143624208186841 0.00029046849254991535 0.00011379039791208432
leaf_weight=0.0011139003073313654 0.0011389619597575893 0.0010599740679650962 0.0010983217270020334 0.0010334879482799915 0.0010037092867602104 0.0011650592201457232 0.0018868812060801477 0.0012433613603921347 0.0011884168215209228 0.0010304170986993025 0.0010892119513347253 0.0010983591905264073
leaf_count=612 214 183 240 148 110 199 470 206 356 917 143 112
internal_value=0 4.44279e-05 8.99331e-05 0.000145595 7.67221e-05 0.000151029 0.000294334 0.000185628 0.000311361 9.25076e-05 -0.000216034 -0.000328717
internal_weight=0 0.0140362 0.0129762 0.0118779 0.0108444 0.00984067 0.00757725 0.00643829 0.00519493 0.00330805 0.00211963 0.00226342
internal_count=3910 3298 3115 2875 2727 2617 2306 2092 1886 1416 1060 311
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=12
num_cat=0
split_feature=484 1 42 150 52 0 47 13 4 2 4
split_gain=0.000179274 8.79249e-05 0.00010065 0.000122411 0.000100264 0.00014321 0.000156708 0.000162193 6.62045e-05 6.47279e-05 4.90822e-05
threshold=-0.0043499999999999988 0.13662500000000002 -1.0000000180025095e-35 0.11398500000000002 0.11588000000000002 -0.06402999999999999 0.09252500000000001 -0.075169999999999987 0.0057500000000000008 0.10113500000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 10 -9 -7 -4
right_child=1 -3 3 -5 -6 9 -8 8 -10 -11 -12
leaf_value=-0.00076980955924427783 -0.00046438153816107423 0.00056739386300486583 -0.00052113328690932183 -0.00057640762955781584 -0.00037693971469028841 0.00082001127144910207 -0.00062695185058541552 0.00021354560713839253 0.00082404002949412096 0.00022760422848400766 8.0592886735413914e-05
leaf_weight=0.001083088697362994 0.0015104752091188904 0.0011930891060051912 0.0010425172748498635 0.0010081219332552334 0.0012615557754797205 0.0016826455992757644 0.0011048915771900009 0.0014275582915865303 0.0013093191530965595 0.0012256029076865354 0.0010421922480636191
leaf_count=612 958 216 518 128 375 194 146 323 87 194 159
internal_value=0 5.86187e-05 1.04998e-05 7.50955e-05 0.000140149 0.000213986 3.91074e-05 0.000191738 0.000505605 0.000570357 -0.000220317
internal_weight=0 0.013808 0.0126149 0.0111044 0.0100963 0.00883473 0.00592648 0.00482159 0.00273688 0.00290825 0.00208471
internal_count=3910 3298 3082 2124 1996 1621 1233 1087 410 388 677
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=9
num_cat=0
split_feature=48 4 42 15 12 4 16 43
split_gain=2.61232e-05 5.6343e-05 4.66605e-05 8.4827e-05 5.94189e-05 0.000121644 0.000105798 2.31107e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.079360000000000014 -0.036459999999999992 0.0057500000000000008 -0.008734999999999998 -0.079374999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.014421840399485963 -0.015421819659008807 0.01722328641556832 -0.02525509830506133 -0.024422299207723139 -0.022298805291357398 0.031790824891347637 0.014553823372192038 -0.0041408148716166699
leaf_weight=0.0011179798683244539 0.0010157150292529312 0.0018582779173406576 0.0010737865518585079 0.0010422313470400714 0.0013233626004148288 0.0018118015586699844 0.0018938063605830023 0.001002257803136614
leaf_count=210 161 388 319 797 392 280 509 854
internal_value=0 0.00133153 -0.0018558 0.00195772 0.00643052 0.0110662 -0.000605278 -0.0150617
internal_weight=0 0.0111235 0.00926523 0.00718918 0.00614695 0.00502897 0.00321717 0.00207604
internal_count=3910 3749 3361 2188 1391 1181 901 1173
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=10
num_cat=0
split_feature=52 2 151 16 3 2 3 12 4
split_gain=2.54813e-05 4.00329e-05 9.28593e-05 9.18882e-05 6.95401e-05 4.76451e-05 9.88845e-05 7.85323e-05 1.16798e-05
threshold=0.17829500000000004 0.089910000000000004 -0.0088999999999999982 0.15100500000000003 0.11476000000000001 0.084065000000000015 -1.0000000180025095e-35 0.10333000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 8 6 7 -1 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.025490111670304239 -0.014619047286520366 -0.016311358745103227 0.02654119802980372 -0.0064256674600307795 0.0043630495279295403 -0.024917154832296885 0.024361345622421801 0.010330563496823266 0.041748726702316802
leaf_weight=0.0015370877564083183 0.0010937868213783631 0.0013833762413940241 0.0010086182643209473 0.001628884119860403 0.0012797860331551091 0.001004909488985906 0.0011245016929569275 0.0010169888165770247 0.0010115061293911104
leaf_count=789 463 299 350 399 138 919 122 97 334
internal_value=0 0.00138526 0.00658274 0.0130085 0.0226015 -0.00561965 -0.000347987 -0.0112269 0.0341558
internal_weight=0 0.0109957 0.00631217 0.00492879 0.00329991 0.00468349 0.00367858 0.00255408 0.00202012
internal_count=3910 3447 1520 1221 822 1927 1008 886 684
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=10
num_cat=0
split_feature=14 49 2 2 3 2 16 43 0
split_gain=2.60296e-05 4.81548e-05 5.72326e-05 4.23018e-05 6.47094e-05 9.23034e-05 0.000102558 0.000115829 4.4387e-05
threshold=-0.13131999999999996 0.10513500000000002 0.114165 0.10571000000000001 -0.13309499999999996 0.096540000000000015 -0.013024999999999998 -0.075819999999999985 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.015235848526355421 -0.02133816204314401 0.021514621912241145 0.019307742641377496 -0.020006401674156279 -0.00065049942889720456 0.030331295829600924 -0.037892909657879337 0.0061199430147159126 0.025366971068199819
leaf_weight=0.001032495711564216 0.0012580617733224681 0.0010711514001896039 0.0012387221003541731 0.001340286815012282 0.0013997109052266395 0.0010640335093021749 0.0012624096383509671 0.0011360193732767852 0.0012336795307119064
leaf_count=172 217 349 359 243 157 275 435 322 1381
internal_value=0 0.00137013 -0.000802221 -0.00366742 -0.000689566 0.00357189 -0.00208668 -0.0170462 0.0115381
internal_weight=0 0.0110041 0.00993292 0.0086942 0.00735391 0.00609585 0.00503182 0.00239843 0.00263339
internal_count=3910 3738 3389 3030 2787 2570 2295 757 1538
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=10
num_cat=0
split_feature=484 42 47 4 4 16 15 133 16
split_gain=0.000150675 7.52424e-05 0.000107792 9.56508e-05 0.000130661 0.00011863 8.90919e-05 6.9703e-05 4.36383e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 -0.00072999999999999985 0.28937500000000005 -0.094359999999999986 -0.03231499999999999 0.065880000000000008 -0.006474999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0007256120825417995 0.00063302210666757062 -0.00046190372047681731 0.000552809778949235 -0.00075705632479749682 0.00026173660590873843 -3.676435604291612e-05 -0.00044156985131345707 0.00045570520646129315 7.3958063680056941e-05
leaf_weight=0.0010389637933703256 0.0013877990993860761 0.0010200872616235425 0.0016857452814443121 0.001707631490798537 0.0018125640411523511 0.0018118487722862736 0.0010102365400426086 0.0011587683739651055 0.0016828964710328951
leaf_count=612 402 422 171 273 289 297 749 377 318
internal_value=0 4.97592e-05 9.23406e-05 1.89153e-05 -0.000165972 -0.000386246 0.000207061 5.35919e-05 -0.000119425
internal_weight=0 0.0132776 0.0122575 0.0105717 0.00533204 0.00351948 0.0052397 0.0038519 0.00269313
internal_count=3910 3298 2876 2705 859 570 1846 1444 1067
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=10
num_cat=0
split_feature=150 151 49 42 14 1 15 16 3
split_gain=2.43858e-05 8.50508e-05 5.56011e-05 6.34251e-05 5.06595e-05 9.28212e-05 8.63417e-05 5.59716e-05 6.65912e-05
threshold=0.077110000000000012 -0.0074049999999999993 -0.00064499999999999985 0.091955000000000023 -1.0000000180025095e-35 0.094890000000000016 -0.10071499999999999 -0.035699999999999989 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 -6 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=-0.024383726547521769 0.021337705776003624 -0.01490186776000217 -0.015898219175989822 -0.020934761762200313 -0.019125805822587785 0.043266937954576437 0.0032825237442704117 0.023848816153366769 -0.0090565581652365598
leaf_weight=0.0010342097837371797 0.0017763770420202996 0.0010191601297493786 0.0010921259956584457 0.0012078626197005136 0.0012633732949941883 0.0011224015805965104 0.0010408943702278567 0.001184426888548179 0.0012792677722209707
leaf_count=355 351 172 142 733 1087 176 247 526 121
internal_value=0 0.00812596 -0.00253552 0.000223293 0.00388331 0.00755098 0.024028 -0.00201274 0.00676278
internal_weight=0 0.00279554 0.00922456 0.00819035 0.00698249 0.00589036 0.0021633 0.00372707 0.00246369
internal_count=3910 523 3387 3032 2299 2157 423 1734 647
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=12
num_cat=0
split_feature=158 457 150 151 11 0 13 39 3 0 3
split_gain=0.000146126 0.000138991 0.000105687 0.0001334 0.00012774 0.00023019 0.000218754 0.00016828 0.000122095 9.45457e-05 3.06795e-05
threshold=0.085745000000000002 -0.0034949999999999994 0.077110000000000012 -0.0060399999999999994 0.077330000000000024 -0.18087499999999998 -0.060719999999999989 0.005105000000000001 -0.074234999999999982 -0.053834999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 9 -7 10 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00066143154531244871 -0.00070692958138850745 -0.00074364331677978437 0.0007090803910675405 -0.00016707697259566614 -0.00064257646851793263 0.00095223333808952667 -0.00030304221563203285 0.00061481492868822028 0.00022166112629113196 -0.00071926265537706991 0.00012434164806389859
leaf_weight=0.0010127310153037325 0.0010825191583840156 0.0011698710659340797 0.0019997951443709444 0.0010033190665457619 0.0010701696602233171 0.0016198919975906362 0.0011444305725036288 0.0010439605477073799 0.0019241860242527546 0.0012374549877910857 0.0014820031718790904
leaf_count=304 410 98 291 109 215 759 950 116 393 203 62
internal_value=0 3.95152e-05 9.13492e-05 0.000416362 6.08938e-08 7.15372e-05 0.00018437 -8.36922e-05 0.000555584 -0.000272418 -6.18847e-05
internal_weight=0 0.0147078 0.0136951 0.00300311 0.010692 0.0096218 0.00845193 0.00490785 0.00354408 0.00386389 0.00262643
internal_count=3910 3500 3196 400 2796 2581 2483 1331 1152 1215 1012
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 160 13 13 3 16 16
split_gain=0.000149032 5.16448e-05 9.67123e-05 0.000119869 6.45222e-05 5.53699e-05 8.18565e-05 0.000165018 7.96505e-05 0.000104947 0.000102913
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.087480000000000016 -1.0000000180025095e-35 -0.083924999999999986 -0.16277999999999995 -0.032959999999999996 -0.19424999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 -7 10 -10 -8
right_child=1 5 3 4 -6 6 8 -9 9 -11 -12
leaf_value=-0.0008693666983067927 -0.00045716489917886822 -0.00057535489417497412 -0.00023873631862383416 0.00015128334656838867 0.00082460454823545697 -0.00024933608000864219 -7.1466650311996727e-05 0.00073136520289665823 -0.00046024856341337657 0.00043365360376263591 -0.00090514973217517569
leaf_weight=0.00105176161167764 0.0010521268193994064 0.001244388103066668 0.0013551370072089064 0.0010473972831993245 0.0011456991507618353 0.0016754966839977212 0.0010062707457055662 0.0010880167368133077 0.0010034236496876815 0.0010164577502909419 0.0013109025703507543
leaf_count=612 379 625 62 213 339 121 108 360 137 74 880
internal_value=0 -0.000101876 6.49268e-05 0.000219738 0.000503034 -0.00019383 -0.000126967 0.000136774 -0.000295019 -1.04133e-05 -0.000543109
internal_weight=0 0.0129453 0.00460036 0.00354823 0.0021931 0.00834496 0.00710057 0.00276351 0.00433705 0.00201988 0.00231717
internal_count=3910 3298 993 614 552 2305 1680 481 1199 211 988
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=10
num_cat=0
split_feature=11 43 43 0 13 4 4 1 4
split_gain=2.38548e-05 4.32578e-05 6.58327e-05 7.78155e-05 5.6838e-05 5.73608e-05 8.5594e-05 2.83419e-05 8.49174e-06
threshold=0.079700000000000007 -0.053009999999999995 -0.080894999999999981 -0.017269999999999997 -0.10939499999999998 0.08734500000000002 0.0057500000000000008 0.087075000000000014 -0.065054999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 -3
right_child=-2 4 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0098457170918757018 -0.014546626974293118 0.0040491165575521652 0.031143293282351978 0.02389834469641192 -0.0020557090026377639 -0.024211334808305184 0.020250198299567521 -0.025407714715635733 0.017035966974801389
leaf_weight=0.0019607091663244938 0.0010576257423675394 0.0010050151181354296 0.001035876725092982 0.0010490276465671246 0.0010436732374755325 0.0017062988072155832 0.0011568934660464189 0.0010352953931130832 0.0010089447482904694
leaf_count=1015 254 68 573 129 862 264 162 363 220
internal_value=0 0.00117703 0.00939933 0.00191559 -0.00360498 -0.00937534 -0.00155218 -0.0136847 0.0105552
internal_weight=0 0.0110017 0.00404561 0.00300974 0.00695612 0.00494216 0.00323586 0.00207897 0.00201396
internal_count=3910 3656 1717 1144 1939 1651 1387 1225 288
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=10
num_cat=0
split_feature=158 50 156 42 15 43 4 43 15
split_gain=2.37458e-05 6.99157e-05 5.54905e-05 5.76616e-05 7.28074e-05 9.03277e-05 6.9568e-05 9.04163e-05 6.04317e-05
threshold=0.080045000000000019 0.086465000000000014 0.085790000000000019 -1.0000000180025095e-35 -0.095799999999999982 -0.083684999999999996 0.0051950000000000008 0.0033500000000000005 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 7 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.013011978546021419 -0.014902655745445241 -0.02399083027619649 -0.0173416217074376 0.011005413552055575 0.04004781065437113 -0.019133296231997544 0.024746558904584208 0.02005405965617741 -0.021311355876457105
leaf_weight=0.0013145900914762398 0.001004209357532519 0.0010044258734092813 0.001115273397912858 0.0011606574761401701 0.0012181500328017555 0.0013407537513094245 0.0016550834507367577 0.0010497909884044504 0.0011539227712248439
leaf_count=719 472 687 468 207 253 542 222 159 181
internal_value=0 0.0011605 0.00368469 0.00632162 0.00967535 0.016175 0.00898678 -0.00192444 -0.00510596
internal_weight=0 0.0110126 0.0100082 0.00889295 0.00757836 0.00526378 0.00404563 0.00239054 0.00231458
internal_count=3910 3438 2751 2283 1564 1176 923 701 388
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=12
num_cat=0
split_feature=484 474 160 133 0 51 2 0 0 2 13
split_gain=0.000177403 9.083e-05 9.72207e-05 0.00014543 8.51005e-05 0.000166355 0.000136704 4.97703e-05 9.59623e-05 8.92028e-05 0.000184589
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 0.043405000000000006 0.10836000000000003 -0.10575999999999998 -0.06402999999999999 0.10113500000000002 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 7 -5 -6 -9 10 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.00077235730254959203 -0.00050142994256213648 0.00055918615292897074 -0.00058218110499697235 0.00031925092905070739 0.00047923029229923243 0.00094045400303856567 -0.00064198673838428133 -0.00033070791128915846 0.001041721278595523 -0.0001752941614980193 -7.1367835969670857e-05
leaf_weight=0.0011012988874332117 0.0013482453530699193 0.0012071307943112295 0.0012253467911878578 0.0010549019710891817 0.0011873663247644233 0.0010923319716038809 0.0012344919228898191 0.0018268344768147273 0.0010879743441392334 0.0013779762880583519 0.0012096910173706732
leaf_count=612 556 318 820 77 150 225 94 719 114 181 44
internal_value=0 4.5298e-05 -3.75877e-06 5.56365e-05 0.000133236 0.000230995 -0.00019907 0.000115153 3.65896e-05 0.00021914 0.000455694
internal_weight=0 0.0138523 0.0126452 0.0112969 0.0100716 0.00778217 0.00228939 0.00668984 0.00550248 0.00367564 0.00229767
internal_count=3910 3298 2980 2424 1604 1433 171 1208 1058 339 158
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=9
num_cat=0
split_feature=1 376 457 43 43 2 3 16
split_gain=2.59392e-05 5.96586e-05 4.59021e-05 5.28003e-05 7.41353e-05 4.77218e-05 6.89221e-05 6.0868e-05
threshold=0.13662500000000002 0.048375000000000008 0.041935000000000007 -0.069974999999999996 -0.093039999999999984 0.087995000000000004 0.090325000000000003 -0.074204999999999979
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=-0.010553956660086407 0.014781815058918882 0.021634082047386888 0.011795934252629578 -0.026790355843912733 0.020396262375261244 0.011627583203841002 -0.032944535221576844 6.6083760208736914e-05
leaf_weight=0.0017155352352546745 0.0010578254187870893 0.0010025855471128354 0.0015594283784062255 0.0016992951909328095 0.0014100196497059798 0.0013273115176135608 0.001166189891474545 0.0010720676871374332
leaf_count=504 225 173 288 960 820 725 105 110
internal_value=0 -0.00161623 -0.00395902 -0.00688721 0.0034085 -0.0129994 -0.00642683 -0.0171333
internal_weight=0 0.0109524 0.00994985 0.00839042 0.00312555 0.00526486 0.00356557 0.00223826
internal_count=3910 3685 3512 3224 1324 1900 940 215
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=11
num_cat=0
split_feature=484 474 160 133 13 2 15 0 52 49
split_gain=0.000138132 5.49534e-05 7.65323e-05 0.000130039 6.79769e-05 9.77249e-05 8.49487e-05 0.000159465 0.000153445 5.45246e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.083514999999999992 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 -0.081429999999999989 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11
leaf_value=-0.0007072022984731083 -0.00044821226621143335 0.00046870872006116838 -0.00057581450946066269 0.00069382177330050724 0.00087424485298078609 -2.5472471708968198e-05 -0.00060540148492054327 0.00028441311117834237 -0.00038032675630901379 0.000224605509959535
leaf_weight=0.0010152753720244949 0.0012757069508408754 0.0010736448749432406 0.0011061278082016264 0.0016711463999237639 0.0010190538585571739 0.0012842683639078686 0.0017403900278622434 0.0013949822286166672 0.0010117683627405352 0.0013204837015204384
leaf_count=612 556 318 820 231 200 149 605 169 68 182
internal_value=0 4.39682e-05 5.40064e-06 6.02608e-05 0.000134776 0.000381254 2.24775e-05 -0.000209507 0.000239515 -3.78238e-05
internal_weight=0 0.0128976 0.0118239 0.0105482 0.00944209 0.00295541 0.00648668 0.00313537 0.00335131 0.00233225
internal_count=3910 3298 2980 2424 1604 380 1224 774 450 250
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=10
num_cat=0
split_feature=4 15 4 4 2 1 160 3 4
split_gain=2.57399e-05 3.50687e-05 3.26558e-05 6.22548e-05 7.53354e-05 4.30235e-05 8.44384e-05 3.75453e-05 3.74021e-05
threshold=0.27608500000000008 -0.43091499999999999 -0.0010999999999999996 -0.034289999999999994 0.11085000000000002 0.12730000000000002 0.069910000000000014 -0.013944999999999997 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 8 -1 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.0028533638130416638 -0.0022644750390978696 0.02315843618740537 -0.03707264064036931 0.021596021213704769 0.019406329957456916 0.0094384683802455037 0.007915588211463355 -0.025980034534880816 -0.011109618089207671
leaf_weight=0.0019024477369314298 0.001155830197793179 0.0010226594141580134 0.0012367643328294359 0.0013349064027525963 0.001078763793100403 0.0010033267384695205 0.001148613071158041 0.0011124860684987728 0.0010063550367043817
leaf_count=1483 209 232 553 729 194 64 191 152 103
internal_value=0 0.00966993 -0.00234493 0.00284285 -0.00327234 -0.00875267 -0.0141339 -0.0113869 -0.0254246
internal_weight=0 0.00217849 0.00982366 0.0054286 0.0040937 0.00439506 0.00339173 0.00301493 0.00224312
internal_count=3910 441 3469 2558 1829 911 847 1635 656
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=9
num_cat=0
split_feature=48 4 42 15 12 4 16 13
split_gain=2.51135e-05 6.29214e-05 4.56589e-05 6.99545e-05 5.26954e-05 8.38043e-05 8.48477e-05 2.18353e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.079360000000000014 -0.036459999999999992 0.0057500000000000008 -0.008734999999999998 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.014038977744499477 -0.015215333169712684 0.018160611304795526 -0.025236663475120009 -0.022559396782100838 -0.019137968048032136 0.027703806590594821 0.014080836331852104 -0.0046448864641835839
leaf_weight=0.0010991279053514458 0.0010128251409837934 0.0018309152338532282 0.0010613123493675731 0.0010193183333779355 0.0013013136514469607 0.0017564851276187952 0.0018793531494987305 0.0010003180791915908
leaf_count=210 161 388 805 797 392 280 509 368
internal_value=0 0.0012435 -0.00215378 0.00167156 0.00576333 0.0101718 0.000489949 -0.0152454
internal_weight=0 0.0109481 0.00911723 0.0070556 0.00603628 0.00493715 0.00318067 0.00206163
internal_count=3910 3749 3361 2188 1391 1181 901 1173
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=13
num_cat=0
split_feature=484 42 42 150 47 47 15 160 2 51 12 0
split_gain=0.000139674 0.00010571 8.45932e-05 0.000123135 8.79118e-05 0.000169122 8.82441e-05 0.000160626 8.30156e-05 7.01585e-05 6.04137e-05 8.58684e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10138000000000001 0.11398500000000002 0.10783500000000001 0.086425000000000016 -0.092059999999999989 0.0034400000000000008 0.10393500000000001 -0.025709999999999997 0.096055000000000015 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 9 -3 -8 11 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00069698314844843256 -0.00056672432654291511 0.00091633003016332055 -0.00045207970811470823 -0.00045941602128268837 0.00067207410548645371 -0.00052616709431221214 -0.00018995597100070322 -0.00057746180467282515 0.00015965376735459517 0.00018150583268335615 2.007037407891192e-06 0.00089822036099579318
leaf_weight=0.0010626401890267102 0.0010200203367182982 0.0012216525048418269 0.0010214503237133297 0.0011986406525194273 0.0013447930089159491 0.001279415576143147 0.0010023138157380781 0.0010573872693508792 0.001025274660072109 0.0012234148166652276 0.0010604875939828513 0.0013539509843051335
leaf_count=612 215 269 422 133 158 179 346 197 182 878 198 121
internal_value=0 4.07388e-05 8.91894e-05 0.000136174 0.000203722 0.000135439 0.000241987 0.000112212 0.000571058 0.000269373 0.000395929 0.000558013
internal_weight=0 0.0138088 0.0127888 0.0117673 0.0105687 0.0092239 0.00794448 0.00569755 0.00224693 0.00464017 0.00363785 0.00257737
internal_count=3910 3298 3083 2661 2528 2370 2191 1740 451 1543 1197 999
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=12
num_cat=0
split_feature=484 474 4 12 15 13 4 3 0 16 15
split_gain=0.000215095 7.51754e-05 9.35511e-05 9.30028e-05 9.85801e-05 9.14589e-05 9.01632e-05 4.6785e-05 0.000106926 5.20737e-05 5.35133e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.0017649999999999999 0.098180000000000003 -0.021529999999999997 -0.0019849999999999994 0.015635000000000003 0.11818000000000002 -0.14808999999999997 -0.30307999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 8 -8 -10 -11
right_child=1 -3 6 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00083557528600822846 0.00072827834454571949 0.00052372611388143712 -0.00065739907637762105 -0.00031521572577732012 0.00048768884678929478 -0.00022727609932999816 0.00059740639077724962 -0.00033376439287207131 -0.00043303726029887175 -0.00024827187458493799 0.00034937284447098216
leaf_weight=0.0011169284452206855 0.0015735641151513814 0.0012199284768233962 0.0010679714435457557 0.0010442813669670759 0.0013133739411863342 0.0014443914161089322 0.0010843212769712663 0.0015623486230286528 0.0012260798397144682 0.0010923218423683448 0.00121865130836201
leaf_count=612 364 318 237 309 945 314 115 151 271 206 68
internal_value=0 5.89174e-05 1.4012e-05 0.000210034 0.000336671 0.000113223 -0.000131297 -4.04357e-05 5.873e-05 -0.000106407 6.68856e-05
internal_weight=0 0.0138472 0.0126273 0.00537561 0.00433133 0.00275777 0.00725169 0.00618372 0.00462137 0.00353705 0.00231097
internal_count=3910 3298 2980 1932 1623 1259 1048 811 660 545 274
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=12
num_cat=0
split_feature=484 42 15 1 1 151 43 15 2 12 16
split_gain=0.000186131 7.11941e-05 8.67911e-05 0.00010369 8.17552e-05 0.000123925 0.00010601 9.73983e-05 0.000181476 0.000205428 7.32883e-05
threshold=-0.0043499999999999988 0.10138000000000001 1.0000000180025095e-35 0.077350000000000016 1.0000000180025095e-35 -0.044604999999999992 0.070805000000000021 -0.038029999999999987 0.089910000000000004 0.097345000000000015 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 -7 -10
right_child=1 -3 3 -5 5 7 -8 -9 10 -11 -12
leaf_value=-0.00078869317912924012 -0.00043851365974722535 -0.00044141655507803451 0.00018386555496477353 -0.00062916646863419375 -0.00018583508135952602 -0.00067330398353334612 0.00034471415729020287 0.00086899584531887914 0.0010376626058209056 0.00053050639006609317 0.00030325134871628202
leaf_weight=0.0010882574830137414 0.0016062210246278795 0.0010299057586684235 0.0011596446003904618 0.0012566131850540729 0.0016794067746180559 0.0011864855792669705 0.0011331009197446879 0.001401910177637862 0.0010929247872203006 0.0010080524210010454 0.0010007898031023366
leaf_count=612 600 422 737 378 250 229 110 272 120 60 120
internal_value=0 5.41407e-05 9.48889e-05 -0.000238965 0.000174688 0.000282195 -0.000114537 0.00042033 0.000273652 -0.000120338 0.000686616
internal_weight=0 0.0135551 0.0125251 0.00241626 0.0101089 0.00736957 0.00273932 0.00569016 0.00428825 0.00219454 0.00209371
internal_count=3910 3298 2876 1115 1761 1051 710 801 529 289 240
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 151 12 1 4 16
split_gain=0.000153354 7.0645e-05 9.77633e-05 0.000117282 8.60071e-05 7.36059e-05 0.000105336 8.80209e-05 7.91236e-05 6.06792e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 0.095295000000000019 0.10113500000000002 -0.017449999999999997 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 -8
right_child=1 2 5 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00073905279146887972 -0.00044308598305509047 0.00047277092572222215 -0.0004178539685804939 0.00080573063809253806 -0.00029774410752064155 0.00025884691169649583 2.1600591047764123e-05 0.00057805068705510582 -0.00039472038770801683 -0.00063509573900264956
leaf_weight=0.0010252636325096222 0.0010361470614593049 0.0010949261095516772 0.0015065090436606598 0.0013953237560642932 0.0011336251069076209 0.0019843870274708613 0.0011077825827542076 0.0017150594543071849 0.0011108377721486535 0.0010572632332513958
leaf_count=612 379 211 273 280 123 932 85 270 341 404
internal_value=0 4.83044e-05 9.03633e-05 0.000359939 8.08234e-05 -2.48132e-05 6.00744e-05 0.000221728 2.42897e-05 -0.000299086
internal_weight=0 0.0131419 0.0121057 0.00362387 0.00222855 0.00848184 0.00697533 0.00481028 0.00309522 0.00216505
internal_count=3910 3298 2919 614 334 2305 2032 1543 1273 489
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=11
num_cat=0
split_feature=484 42 15 1 1 16 151 2 3 15
split_gain=0.000167571 6.48796e-05 9.19613e-05 0.000108381 6.97686e-05 0.000102599 0.000101569 0.000112167 0.0001519 9.50849e-05
threshold=-0.0043499999999999988 0.10138000000000001 1.0000000180025095e-35 0.077350000000000016 1.0000000180025095e-35 0.0054700000000000009 -0.044604999999999992 0.087995000000000004 0.11818000000000002 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 9 -9 -8
right_child=1 -3 3 -5 6 -7 7 8 -10 -11
leaf_value=-0.00076841465741827968 -0.00057896773673866465 -0.00042749597688367065 0.00017318374865133419 -0.0006699048771804842 -0.000158925882534374 0.0002019545101264604 -0.00016326950064264755 0.0011464062924961868 0.00018079850817064963 0.00053018524244507928
leaf_weight=0.0010529758353738207 0.0010597413467859943 0.0010352475423483264 0.0011264703906901175 0.0012223640619872904 0.0016682985477388165 0.0016600862225789308 0.0017292635189325887 0.0013524250700995858 0.0011666656528673408 0.0013565925900078163
leaf_count=612 458 422 737 378 250 252 242 280 125 154
internal_value=0 4.39925e-05 8.35412e-05 -0.000265571 0.000165599 -0.000102321 0.000265787 0.000392202 0.000699205 0.000141584
internal_weight=0 0.0133772 0.0123419 0.00234883 0.00999307 0.00271983 0.00727325 0.00560495 0.00251909 0.00308586
internal_count=3910 3298 2876 1115 1761 710 1051 801 405 396
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=11
num_cat=0
split_feature=484 474 160 133 13 2 15 0 52 49
split_gain=0.000185888 8.60759e-05 0.000154569 0.000159104 8.77528e-05 0.000138642 6.17586e-05 0.000164202 0.000163059 8.23831e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.083514999999999992 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 -0.081429999999999989 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11
leaf_value=-0.00078296538091330138 -0.00060326753179478735 0.00054938780832762145 -0.00059843264197665899 0.00077518443126040743 0.0008464427337276627 -3.8798207846341568e-05 -0.00054121024508296681 0.00032707176300161373 -0.00047670453364225164 0.00024640163652415282
leaf_weight=0.0011036991205425868 0.0014262735389950027 0.00122464220207764 0.001186319561755929 0.0018671261998420912 0.0010925439584501626 0.0014135694904865851 0.0018781936547348356 0.0015110432873112864 0.0010588925702186905 0.0014155035293133
leaf_count=612 556 318 820 231 200 149 605 169 68 182
internal_value=0 5.26834e-05 5.34401e-06 8.13338e-05 0.00016011 0.00042446 3.54363e-05 -0.000154099 0.000215529 -6.30443e-05
internal_weight=0 0.0140741 0.0128495 0.0114232 0.0102369 0.0032807 0.00695618 0.00338924 0.00356694 0.0024744
internal_count=3910 3298 2980 2424 1604 380 1224 774 450 250
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=11
num_cat=0
split_feature=158 50 156 150 1 12 15 42 13 16
split_gain=2.62895e-05 6.08949e-05 4.86457e-05 6.64727e-05 7.22786e-05 9.70884e-05 0.000109011 9.03304e-05 6.07516e-05 3.83923e-05
threshold=0.082560000000000008 0.086465000000000014 0.085790000000000019 0.11398500000000002 0.12730000000000002 0.098845000000000016 -0.10192499999999999 0.086825000000000013 -0.0101 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.014991646658278318 -0.015696170963731128 -0.022066413567071338 -0.015974874337750879 -0.01698180304278701 0.033370345083178793 -0.020628760517926264 0.044397351972684074 -0.0077334436426807754 0.028511337729990972 0.0019899592814697064
leaf_weight=0.0012664354471628603 0.0010010958184632724 0.0010206496723579013 0.001133065480733224 0.0011040864117787584 0.0010708149621768545 0.0011827117005997652 0.0011870246227872992 0.0010236524337136586 0.0011875686697201846 0.0010100591414359331
leaf_count=248 457 689 468 115 190 289 412 526 294 222
internal_value=0 0.00121858 0.00355649 0.00600661 0.00920796 0.00543492 0.010867 0.0182958 0.0261681 0.0163218
internal_weight=0 0.0111861 0.0101654 0.00903235 0.00792827 0.00685745 0.00567474 0.0044083 0.00338465 0.00219763
internal_count=3910 3453 2764 2296 2181 1991 1702 1454 928 516
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=13
num_cat=0
split_feature=14 484 157 4 1 0 42 0 12 15 13 12
split_gain=0.000310041 0.000227876 0.000177914 9.6478e-05 0.000116388 0.000198548 0.000186662 0.000112354 9.50086e-05 8.98268e-05 0.0001532 5.41716e-05
threshold=0.05884000000000001 -0.0043499999999999988 -0.072409999999999988 -0.0017649999999999999 0.11368000000000002 -0.230625 0.081685000000000021 -0.10943499999999999 0.098355000000000012 -0.014614999999999998 -0.07409499999999998 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 7 -7 9 -4 -11 -6
right_child=-2 2 3 4 11 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00078911734130819426 -0.0010657515510136017 0.00081593635071406604 0.00074728823429634679 0.00039709044069235642 1.4313365639089891e-05 -0.0013711669649380208 9.2106469674276429e-05 -0.00045195559144403739 -0.00026910222677317572 0.0007608203641692354 -0.00021930503438857141 0.00058011736638587206
leaf_weight=0.0011268431601940262 0.0010066797117257087 0.0013080668802098383 0.0016403743433008023 0.0011683290822506187 0.001814884249084053 0.0010004020038825443 0.0011277900065621554 0.001045512094152274 0.001056052519677813 0.0010011753365227428 0.0015819412874315893 0.0010141005084824406
leaf_count=583 141 389 341 73 286 107 262 223 274 417 734 80
internal_value=0 5.86049e-05 0.000128034 5.57624e-05 -9.23383e-05 -0.000293972 -0.000548371 -0.000901427 0.000256922 0.000388451 0.000160576 0.000217136
internal_weight=0 0.0148855 0.0137586 0.0124506 0.00717102 0.00434203 0.0031737 0.00204591 0.00527954 0.00422349 0.00258312 0.00282898
internal_count=3910 3769 3186 2797 1031 665 592 330 1766 1492 1151 366
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=10
num_cat=0
split_feature=52 376 157 160 12 42 13 48 15
split_gain=2.71788e-05 5.12492e-05 5.30204e-05 9.5621e-05 6.49627e-05 7.71787e-05 7.3151e-05 6.05156e-05 6.46006e-05
threshold=-0.24456499999999998 0.048375000000000008 -0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091330000000000008 -0.083514999999999992 0.086215000000000014 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -8
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.015368847082909268 0.019202187785055901 0.020890410181506763 -0.028877504285904639 -0.022495345634194114 0.026234243139128519 -0.020773529881701169 0.026585162524470986 -0.015727354014924533 -0.0065045445154493014
leaf_weight=0.0010713844274198138 0.0011440045975858069 0.0011930470249507117 0.001285985707051027 0.0010445051439167746 0.0017134654339495282 0.001025110955547642 0.0012420279188361419 0.0013404510057582154 0.0011238646555405672
leaf_count=449 417 199 785 254 386 423 191 139 667
internal_value=0 0.00130861 -0.00104657 -0.00368629 0.000639212 0.00438855 0.00914774 0.00124855 0.0108666
internal_weight=0 0.0111125 0.00991942 0.00877541 0.00748943 0.00644492 0.00541981 0.00370634 0.00236589
internal_count=3910 3461 3262 2845 2060 1806 1383 997 858
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=11
num_cat=0
split_feature=484 52 52 474 160 42 12 151 2 2
split_gain=0.000132371 7.15468e-05 0.000135449 0.000110696 0.000132599 0.00013067 9.3672e-05 0.000135232 0.00015561 0.000119427
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.10058500000000002 -0.0088999999999999982 0.086875000000000022 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 -10
right_child=1 2 3 -5 5 6 -8 8 9 -11
leaf_value=-0.0006842709415688234 -0.0004430462573213604 0.00077117838550021462 -0.00065381881754650393 0.00064580266640566015 -0.00061552794725837964 -0.00024231610469511362 -0.00034123917541492192 -0.00011272530116866408 0.00094134139884068232 0.00018329575886881012
leaf_weight=0.0010375360148553057 0.001071514682677281 0.0010153117285445394 0.0011864213736992703 0.0010007607846682096 0.001026262501789066 0.0017647208067647201 0.0013613118766990923 0.0015939725165566429 0.0019640388460830938 0.001347099290980455
leaf_count=612 379 250 534 223 709 229 130 439 260 145
internal_value=0 4.28361e-05 8.53022e-05 2.33722e-05 -3.74356e-05 4.33039e-05 0.000127493 0.000223161 0.000390627 0.000632939
internal_weight=0 0.0133314 0.0122599 0.0112446 0.0102438 0.00905741 0.00803114 0.00666983 0.00490511 0.00331114
internal_count=3910 3298 2919 2669 2446 1912 1203 1073 844 405
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=8
num_cat=0
split_feature=1 4 159 16 151 2 51
split_gain=2.63195e-05 8.03662e-05 4.70941e-05 5.65057e-05 9.90919e-05 9.16276e-05 5.20637e-05
threshold=0.076710000000000014 -0.084009999999999987 0.073745000000000019 -0.055679999999999993 -0.0088999999999999982 0.090420000000000014 -0.09021499999999999
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=0.0061778992196194933 -0.017034861657956826 -0.023761089925687234 0.022366234949938741 0.0062805726103645739 -0.00065928706959746618 0.032218874966633677 -0.021816747420502276
leaf_weight=0.0019929272724676303 0.0012692142188567568 0.0016298619704041692 0.0010830243910425622 0.0010618471396282546 0.0017012958094656627 0.0016893039012940022 0.001740409513562937
leaf_count=422 175 1586 380 186 466 205 490
internal_value=0 -0.0072914 0.00287967 5.14433e-05 0.00679961 0.0157217 -0.01117
internal_weight=0 0.00362279 0.00854509 0.00746207 0.00465981 0.0033906 0.00280226
internal_count=3910 2008 1902 1522 846 671 676
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 12 151 1 2 4 0
split_gain=0.000142581 8.14162e-05 9.90141e-05 0.000166168 9.594e-05 7.01425e-05 9.00024e-05 0.000109025 0.000129511 8.25523e-05 8.05036e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.048794999999999991 0.099595000000000017 0.085265000000000021 0.11655500000000001 -0.0008699999999999999 0.10113500000000002 0.10113500000000002 0.25367000000000006 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 10 -9 -8
right_child=1 2 5 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00070252920093862264 -0.00048793118293384639 0.00041805710758746178 -0.00039315626123638238 0.0008737540819495264 -0.00038113678507658715 -0.00048780317618196873 -0.00011462062676667334 7.899875009713888e-05 -0.00058823394215203626 0.00083649958507951759 0.00057897859758165805
leaf_weight=0.0010619335624092148 0.0010225903893190781 0.0011797892019387414 0.0014813589416711685 0.0014493205150323801 0.001131247331009444 0.0011111301553708187 0.0014660869947005649 0.0010179034827776708 0.0012007648518715039 0.0012113863847496727 0.0011464743992535733
leaf_count=612 369 216 266 282 126 103 1313 109 189 225 100
internal_value=0 4.38353e-05 8.77045e-05 0.000353267 2.68534e-05 -2.79408e-05 3.99711e-05 0.000146153 -5.52248e-05 0.000490621 0.000189753
internal_weight=0 0.0134181 0.0123955 0.00376036 0.00231104 0.00863511 0.00752398 0.00604262 0.00381333 0.00222929 0.00261256
internal_count=3910 3298 2929 624 342 2305 2202 1936 1602 334 1413
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=13
num_cat=0
split_feature=484 1 150 41 42 47 0 1 2 160 0 3
split_gain=0.000198488 9.20185e-05 0.000104239 0.000134082 0.000127903 0.00017344 0.000154924 0.000142852 0.000127074 7.70305e-05 6.87653e-05 4.64873e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 0.075585000000000013 -1.0000000180025095e-35 0.081905000000000019 -0.10209999999999998 0.11198000000000001 0.10113500000000002 0.083295000000000022 -0.072864999999999985 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 -6 -10
right_child=1 -3 -4 -5 5 6 -8 -9 11 -11 -12 -13
leaf_value=-0.00078164019700551878 -0.00043590054684916228 0.00055975906567867762 -0.00055258703420174148 -0.00062757373697673504 0.00036911944562731673 -0.00078314300147676178 0.00022007442662667952 0.00096458570193746714 0.0001194710169559766 3.8580566583844843e-05 0.0010044961369148351 -0.00046147363309945199
leaf_weight=0.0011941822808416479 0.0014013052208375803 0.0012444114035083586 0.0011861271719021014 0.0010108627319018312 0.0017023173261372418 0.0011441082576178485 0.0012259969286326378 0.0011997049544147818 0.0010846740754160795 0.0013248164349299275 0.0010643430222370544 0.0010347838964592793
leaf_count=612 912 216 138 167 761 78 199 171 268 147 181 60
internal_value=0 4.97557e-05 2.3193e-06 5.63006e-05 0.000118123 0.000197499 -0.000264203 0.000345163 0.000225515 0.000427376 0.000613551 -0.000164164
internal_weight=0 0.0146235 0.013379 0.0121929 0.0111821 0.00978074 0.00237011 0.00741064 0.00621093 0.00409148 0.00276666 0.00211946
internal_count=3910 3298 3082 2944 2777 1865 277 1588 1417 1089 942 328
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=13
num_cat=0
split_feature=484 474 160 133 0 51 2 0 12 133 12 2
split_gain=0.000191747 8.42052e-05 0.000127114 0.000155617 0.00011602 0.000158128 0.000116946 5.64464e-05 9.78616e-05 6.73934e-05 0.000110025 4.48299e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 0.043405000000000006 0.10836000000000003 -0.10575999999999998 -0.023959999999999995 0.084760000000000016 0.095295000000000019 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 7 -5 -6 -9 10 11 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00080995070097992117 -0.00055380606067506892 0.00056593087978636287 -0.00060265414864039512 0.000245296160875235 0.00054787710539397089 0.00095749306789638027 -0.00064104359320028338 -0.00045940371955638528 0.00033346985032698832 -0.00024190416500356361 -9.4283335433531772e-05 0.00091714342506658397
leaf_weight=0.0010562847899784076 0.00136702479952626 0.0011456915649731931 0.0011532167704285867 0.0010699481445631629 0.0011753059574704508 0.0011104539819263718 0.0012305754654197074 0.0010640239138890476 0.0010098668815710526 0.0010077423608817857 0.0013662684751407396 0.0010138446569221693
leaf_count=612 556 318 820 77 150 225 94 169 146 456 153 134
internal_value=0 5.70435e-05 1.06546e-05 7.95427e-05 0.000157839 0.000272651 -0.000228817 0.000158069 7.41871e-05 0.000203289 0.000335632 0.00062588
internal_weight=0 0.013714 0.0125683 0.0112012 0.010048 0.00774751 0.00230052 0.00663705 0.00546175 0.00439772 0.00338998 0.00202371
internal_count=3910 3298 2980 2424 1604 1433 171 1208 1058 889 433 280
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=10
num_cat=0
split_feature=11 4 2 13 4 1 0 12 43
split_gain=2.38804e-05 4.10942e-05 7.38362e-05 9.8242e-05 0.000110852 5.25345e-05 7.54284e-05 4.64709e-05 4.22711e-05
threshold=0.080455000000000013 -0.0010999999999999996 0.10910500000000002 -0.084184999999999996 -0.034289999999999994 0.11235500000000002 -0.17106499999999999 0.051320000000000005 -0.0092499999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -7 -8
right_child=-2 5 -4 4 -6 7 8 -9 -10
leaf_value=-0.021874889252302712 -0.014960269897423637 0.006334604792656514 0.030606797707373862 -0.0028092677268011152 0.037829306672594515 0.016844673600388382 -0.010163482775922661 -0.010088089494673633 -0.038885201672756969
leaf_weight=0.0012569636315967227 0.0010000550298353604 0.0012583520725132358 0.0011022022455889928 0.0019025059899105345 0.001037131330298365 0.001582222748769368 0.0010077904199026501 0.0010765455346890482 0.0010424584837714379
leaf_count=584 241 122 250 1193 372 336 421 100 291
internal_value=0 0.00116386 0.00757308 0.00152346 0.0115284 -0.00452728 -0.0129383 0.00593949 -0.0247672
internal_weight=0 0.0112662 0.0052988 0.0041966 0.00293964 0.00596737 0.0033086 0.00265877 0.00205025
internal_count=3910 3669 2399 2149 1565 1270 834 436 712
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=13
num_cat=0
split_feature=484 42 160 41 3 47 0 160 52 2 16 1
split_gain=0.000134573 8.06361e-05 9.53271e-05 7.11973e-05 8.67142e-05 0.000114397 0.000146951 0.000138372 9.14559e-05 0.000125207 8.48695e-05 5.65704e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.075585000000000013 -0.10628499999999998 0.086425000000000016 -0.10462499999999998 -0.080734999999999987 -0.087094999999999992 0.10393500000000001 -0.095109999999999986 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 7 -7 -6 -9 10 -10 -3
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.00067802516686726075 -0.00048303535801119208 0.00019618426226339412 -0.00044051903352879514 -0.00035551906397002778 -0.00033314665517332535 -0.00079875215868463174 0.00021427811232802927 -0.00013041548391439574 0.0012113198652107899 5.0499368811931548e-05 0.00047591734819358173 0.00082925660923904366
leaf_weight=0.0010622788771642968 0.0010236492248666572 0.0010028567030122585 0.0011850169921833941 0.0010033864545585395 0.0012889050365929161 0.0010819530799774379 0.0011208802385396953 0.0010239727267477728 0.0010609673640152543 0.0013530131958310408 0.0013987793627790073 0.0011826450369557956
leaf_count=612 215 76 197 163 510 78 241 310 181 271 879 177
internal_value=0 4.63709e-05 8.90343e-05 0.00014352 0.000191145 9.99261e-05 -0.000283286 0.000237733 0.000389862 0.00052959 0.00079312 0.00053876
internal_weight=0 0.013726 0.0127024 0.0115174 0.010514 0.00832847 0.00220283 0.00612564 0.00483673 0.00381276 0.00245975 0.0021855
internal_count=3910 3298 3083 2886 2723 2470 319 2151 1641 1331 1060 253
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=9
num_cat=0
split_feature=52 376 47 4 1 0 48 13
split_gain=2.52791e-05 4.19438e-05 5.31729e-05 5.99734e-05 6.30527e-05 7.5818e-05 0.000119483 6.90083e-05
threshold=-0.24456499999999998 0.048375000000000008 0.09252500000000001 -0.23071499999999998 0.079355000000000023 -0.14136999999999997 0.086065000000000016 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=-0.014723238949926483 -0.018175574659077844 0.019025356090544544 -0.017863804837480103 -0.00963360650697212 0.017678873150056944 0.042966998287376601 -0.02451194754387849 0.0095061677522637056
leaf_weight=0.0010832055277561802 0.0012240519873338972 0.0011897093236417225 0.0015496588420748887 0.0019426103789892887 0.0016017391800178136 0.001088583917502403 0.0011554270741145449 0.0014208020043010416
leaf_count=449 137 199 304 1660 197 631 82 251
internal_value=0 0.00127673 -0.000838461 0.00229006 0.00576494 0.0114448 -1.74964e-06 0.0240216
internal_weight=0 0.0111726 0.00998287 0.00843321 0.00720916 0.00526655 0.00275717 0.00250939
internal_count=3910 3461 3262 2958 2821 1161 279 882
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=13
num_cat=0
split_feature=484 42 160 41 160 52 2 150 1 47 0 0
split_gain=0.000215746 8.00981e-05 0.000110786 0.000103882 8.85205e-05 0.000121937 0.000196266 0.000222721 0.000157624 0.000144881 7.91961e-05 0.000157701
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.075585000000000013 -0.083654999999999993 0.10701500000000001 0.10113500000000002 0.086025000000000018 0.10285500000000002 0.081320000000000017 -0.066084999999999991 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -8 10 11 -6
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.00082578135419640695 -0.00045284641483477902 -0.00027412935928702365 -0.00044376071601831242 -0.00043449468855475147 0.0010755159257890817 0.00090630828669749852 -0.00074443028174061578 -0.00040967666553851247 0.00018706304812910035 7.4565010186736127e-05 0.0012660459089531414 5.3918037935001895e-05
leaf_weight=0.001141018118451285 0.0010840238405886273 0.0012594534703432971 0.0012950589801044793 0.0010346385109295886 0.0012768529001444078 0.0010594807399525044 0.0012454870626345677 0.001057918043134834 0.0015901209397610194 0.0014908307592051968 0.0010166457589720324 0.0010659092990396963
leaf_count=612 215 556 197 163 71 153 208 118 352 209 128 928
internal_value=0 5.98026e-05 0.000101298 0.000159648 0.000215216 0.000278083 0.000201961 0.000405478 -0.000222078 0.000583277 0.000809032 0.00061071
internal_weight=0 0.0144764 0.0133924 0.0120973 0.0110627 0.00980325 0.00874376 0.00590816 0.00283561 0.00485024 0.00335941 0.00234276
internal_count=3910 3298 3083 2886 2723 2167 2014 1454 560 1336 1127 999
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=11
num_cat=0
split_feature=484 42 160 160 52 43 13 2 2 12
split_gain=0.000152927 8.65817e-05 8.71958e-05 5.20608e-05 9.52996e-05 0.000116149 0.00017435 9.29817e-05 8.60941e-05 0.000122415
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 -0.080184999999999992 0.11110500000000002 0.093240000000000017 -0.090744999999999978 0.096970000000000015 1.0000000180025095e-35 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0007119226807197678 -0.00049016581869245669 -0.00013308121050015798 -0.00039636635270638601 0.00078454303925617065 0.00078383426104203734 -0.00043212199275502629 -0.000507426125904728 -0.00030837930357945824 0.00057848226972177124 0.00042751013307216823
leaf_weight=0.001064138517242799 0.0010177486764245637 0.0019603753061712666 0.0012083991568475885 0.0017274703266347913 0.0010208304804071458 0.0011411828712915113 0.0010249384722936686 0.0017144095987800473 0.0016513582015348009 0.0011343245758809184
leaf_count=612 215 653 197 312 134 244 375 455 620 93
internal_value=0 5.99242e-05 0.000104416 0.000157616 0.000218148 0.000149349 0.000240844 7.08499e-05 0.000241466 -1.62765e-05
internal_weight=0 0.013601 0.0125833 0.0113749 0.00941451 0.00839368 0.0072525 0.00552503 0.00381062 0.00215926
internal_count=3910 3298 3083 2886 2233 2099 1855 1543 1088 468
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=12
num_cat=0
split_feature=14 484 157 132 0 3 12 39 51 4 2
split_gain=0.000243958 0.00016834 0.000159689 7.10689e-05 8.31551e-05 0.00010183 0.000110321 8.07657e-05 0.000101753 0.000122725 9.0386e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 0.15480500000000005 -0.08348499999999999 0.092365000000000017 0.005105000000000001 0.013805000000000001 0.05309500000000001 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -7 -11
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.00069262647436301708 -0.00093455118415442548 0.00078581422424663279 0.00088548637466660698 0.00052685390917556944 -0.00049741604379589127 -0.00086220422277987928 1.3054827802932324e-05 0.00031417457987901841 0.00019520700160924573 0.00024850290294854167 -0.00051117622526167142
leaf_weight=0.001062475242042304 0.0010206513116776212 0.0012487481011091645 0.0010597708190363967 0.0010853071278097261 0.0011519659334348455 0.0012349679308575434 0.0011752199669448123 0.0017701639169665044 0.0019525387683944342 0.0013024908789448482 0.001119854611318223
leaf_count=583 147 389 544 276 47 808 250 335 222 157 152
internal_value=0 5.80123e-05 0.000118888 4.86212e-05 4.15481e-07 6.00603e-05 0.000426738 -5.09857e-05 -0.00016621 -0.000359161 -0.000102698
internal_weight=0 0.0141635 0.013101 0.0118523 0.010767 0.00961501 0.00223499 0.00738002 0.00560985 0.00365731 0.00242235
internal_count=3910 3763 3180 2791 2515 2468 794 1674 1339 1117 309
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 12 160 12 16 16
split_gain=0.000191073 8.66929e-05 0.000115213 9.63209e-05 0.000145007 0.000159758 0.000113656 0.00010658 0.000147855 7.54622e-05 0.000110312
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.10058500000000002 0.087825000000000014 -0.0089849999999999982 -0.38486499999999996 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -10 -11
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.00079044335358376529 -0.00047616350075017487 0.00070882718739347485 -0.0006351347693514881 0.00060732525575689182 -0.00062610053805646265 -0.00025831102820978992 -0.00034574640940139459 -0.00021478251362556019 0.00017309278701657316 0.0010917823985561847 0.00035527085725853931
leaf_weight=0.0011044055207016469 0.0010861424839544781 0.0010961660794208431 0.001261964299506345 0.0010666737943554041 0.0011171746710210229 0.0011165980654390794 0.001415056519944724 0.0014392808190901163 0.001487291460317623 0.0015062223910262532 0.0016257295034419533
leaf_count=612 369 260 534 223 709 227 130 141 138 364 203
internal_value=0 5.62174e-05 0.00010025 4.48243e-05 -9.87417e-06 7.14102e-05 0.000162123 0.000262284 0.000381993 0.000536772 0.000709475
internal_weight=0 0.0142183 0.0131322 0.012036 0.0109693 0.00970735 0.00859018 0.00717512 0.00573584 0.00461924 0.00313195
internal_count=3910 3298 2929 2669 2446 1912 1203 1073 932 705 567
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=12
num_cat=0
split_feature=484 1 12 133 13 52 48 2 47 15 13
split_gain=0.000171484 6.94414e-05 0.000123771 7.37296e-05 9.25837e-05 6.84305e-05 8.13141e-05 0.000143369 0.000113037 0.000122169 0.000104898
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.088850000000000026 0.10924000000000002 0.10898500000000001 0.085875000000000021 0.099015000000000006 0.08593000000000002 -0.033649999999999992 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 -2 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00075725844134807367 0.0009529735379671182 0.00051145927005168221 -0.00061213051056706498 -0.00042607141427984094 0.00064542687835621854 -0.00036172411727800134 -0.00061968800823267883 0.00031094111165249759 -0.00027234949578943535 0.00052243744355268129 -0.00022052975417350795
leaf_weight=0.0010648714070265056 0.0011752681888262603 0.0011938447545823674 0.0010982453639134309 0.0010185266662323294 0.0011733873835625555 0.0012713452659806551 0.0012879256445314851 0.0012582032095686604 0.0011702806492219116 0.0017199056091568988 0.0012701958748288825
leaf_count=612 297 216 117 660 134 318 211 136 118 761 330
internal_value=0 5.97372e-05 1.63977e-05 7.72418e-05 0.000126885 6.041e-05 0.000128501 -0.000159805 0.000266078 0.000417352 0.000206825
internal_weight=0 0.0136371 0.0124433 0.011345 0.0103265 0.00915312 0.00788178 0.00254613 0.00533565 0.00416537 0.0029901
internal_count=3910 3298 3082 2965 2305 2171 1853 347 1506 1388 1091
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=12
num_cat=0
split_feature=484 42 43 16 4 42 15 2 151 1 47
split_gain=0.00013216 9.62113e-05 9.18712e-05 0.000106456 6.25644e-05 0.000151882 8.02204e-05 7.84016e-05 7.7634e-05 8.22417e-05 1.49215e-06
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 -0.00072999999999999985 0.078965000000000021 -0.26361999999999991 0.10113500000000002 -0.076429999999999984 0.095575000000000007 0.090515000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 -4 -8 -10 -11
right_child=1 2 3 -5 6 -7 8 -9 9 10 -12
leaf_value=-0.00067513513483140417 -0.00054424053128260871 0.00059014799010694387 0.00075611623019693002 -0.00045405397554605512 0.00040280724698922902 -0.0003035411267367551 0.00032629235721854267 8.3602511658577882e-05 -0.00064696040932783565 1.8194657587754525e-05 -8.8270088568746514e-05
leaf_weight=0.0010746552127104932 0.0010076443375271011 0.0012491394871624656 0.0019449276179568315 0.0015148264711747602 0.0012911488577306788 0.0011911514240820903 0.0010115481550565519 0.0010139114396217827 0.0014522513870085605 0.0010037322282724697 0.001020931027057595
leaf_count=612 215 151 601 368 236 880 143 176 359 96 73
internal_value=0 3.89379e-05 8.5232e-05 3.01213e-05 0.000103985 0.000287662 -2.79015e-05 0.000525665 -0.000151799 -0.000290891 -3.54899e-05
internal_weight=0 0.0137012 0.0126936 0.0114444 0.0099296 0.00414999 0.00577961 0.00295884 0.00448846 0.00347691 0.00202466
internal_count=3910 3298 3083 2932 2564 1657 907 777 671 528 169
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=10
num_cat=0
split_feature=52 52 4 133 151 2 16 1 0
split_gain=2.59916e-05 4.45301e-05 7.03497e-05 0.000101031 7.71701e-05 0.000109561 0.000109122 7.81212e-05 9.24112e-05
threshold=0.18936500000000003 0.10701500000000001 -0.34687499999999999 -0.0023199999999999996 -0.084764999999999993 0.10679500000000001 -0.15168999999999996 0.095575000000000007 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.02273897013534636 -0.015033701053146898 0.021221018034795907 -0.027613299655574519 -0.018110425193033124 0.038856858075589175 -0.009953958046203186 -0.025050775251918313 0.027682988428396033 0.016560003337091986
leaf_weight=0.0012703812592638657 0.0010704027705964137 0.0010182284002049373 0.0010000113385906879 0.0011351345335083212 0.0016570100896731083 0.0019737802974536308 0.0010571275450621158 0.0012194813291919598 0.0010779537777705901
leaf_count=244 449 260 923 324 178 417 248 186 681
internal_value=0 0.0012636 -0.00069208 0.0023788 0.00607223 0.010002 0.0178615 0.00749068 -0.00404244
internal_weight=0 0.0114091 0.0103909 0.0091205 0.00812049 0.00698535 0.00501157 0.00335456 0.00213508
internal_count=3910 3461 3201 2957 2034 1710 1293 1115 929
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=13
num_cat=0
split_feature=14 484 157 132 42 15 52 15 2 2 16 2
split_gain=0.000173229 0.000143372 0.00012259 0.000103907 0.000102574 8.25984e-05 0.000116027 0.000219453 0.000231261 0.000117032 8.26889e-05 7.32275e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.089024999999999979 -0.095799999999999982 -0.089799999999999977 -0.074174999999999977 0.10113500000000002 0.086650000000000019 -0.03800499999999999 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 11 -7 -8 9 -9 -10 -6
right_child=-2 2 3 -5 5 6 7 8 10 -11 -12 -13
leaf_value=-0.0006453516978630942 -0.00079683294483483822 0.00069857698209150308 -0.00057220622342628411 0.00061298543336159121 -0.00056798386151505839 -0.00041958911603870268 0.0010600619990058827 4.277339090125459e-06 -0.00077329533318460015 0.00087422853507436817 8.0424623021716473e-06 5.4023342170666429e-05
leaf_weight=0.0010674922045934348 0.0010048766283370031 0.0012024925867316861 0.0011441041959057369 0.0011097435180666337 0.0013205390442527982 0.001080680088358571 0.001116762151395864 0.0010419905127794294 0.0010613451961875766 0.0013844633859433962 0.0010223821658694055 0.0016208632035648607
leaf_count=583 153 389 295 274 274 320 185 616 154 360 73 234
internal_value=0 4.56448e-05 0.00010193 4.16531e-05 -1.7091e-05 4.87302e-05 0.000168864 0.00028188 8.91945e-05 0.000500646 -0.000389931 -0.000225226
internal_weight=0 0.0141729 0.0131054 0.0119029 0.0107931 0.00964903 0.00670762 0.00562694 0.00451018 0.00242645 0.00208373 0.0029414
internal_count=3910 3757 3174 2785 2511 2216 1708 1388 1203 976 227 508
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=13
num_cat=0
split_feature=14 484 157 42 51 1 42 43 2 151 52 3
split_gain=0.000209607 0.000153535 0.000149112 9.17447e-05 0.000107663 0.000118239 0.000172834 0.000142341 0.000156632 0.000200787 0.000210981 0.000111393
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 -0.10770999999999999 -0.031524999999999991 0.122185 0.093230000000000021 -0.083684999999999996 0.087995000000000004 -0.0088999999999999982 0.08709500000000002 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9 -10 11 -11
right_child=-2 2 3 4 5 -7 -8 8 9 10 -12 -13
leaf_value=-0.00064088170154397107 -0.00086961911214830125 0.00073475415100872875 -0.00049707741131962187 -0.00050654545404869487 0.00070209362239561876 0.00073572166905138477 -0.00058785495310050115 -0.00042008705283728395 -0.00048189892546764889 0.001298684935134471 -0.00013634102916081938 0.00040802850288899407
leaf_weight=0.0011464523767770437 0.0010187821308796701 0.0013121112801987933 0.0011136445094635542 0.0010508604986529937 0.0016297783675137496 0.0011829423896128613 0.0012927596128700725 0.0018963252609831447 0.0010959505067922592 0.0010913733852572602 0.0013225461200445337 0.0010683977504406528
leaf_count=583 147 389 186 339 395 239 430 656 122 165 203 56
internal_value=0 4.9088e-05 0.000105361 4.05626e-05 9.20408e-05 0.000151495 7.79506e-05 0.000184156 5.37811e-05 0.000250058 0.000480418 0.000858094
internal_weight=0 0.0152031 0.0140567 0.0127446 0.0116309 0.0105801 0.00939713 0.00810437 0.00647459 0.00457827 0.00348232 0.00215977
internal_count=3910 3763 3180 2791 2605 2266 2027 1597 1202 546 424 221
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=10
num_cat=0
split_feature=12 16 1 47 48 1 160 2 1
split_gain=2.72384e-05 4.32192e-05 8.80822e-05 5.36588e-05 6.99535e-05 6.2449e-05 4.8561e-05 4.60126e-05 5.81423e-05
threshold=0.11655500000000001 -0.055679999999999993 0.11561500000000001 0.086425000000000016 0.086215000000000014 0.085835000000000009 -0.081069999999999989 0.096540000000000015 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 8 -8
right_child=-2 6 -4 -5 -6 -7 7 -9 -10
leaf_value=8.9308057975740114e-05 -0.014834217865197711 0.012317765660956083 0.032928305763584478 -0.018907853364851811 -0.014859986017722522 0.031816163931498852 -0.031447943456913915 0.0016621851730377855 -0.00028890276229543528
leaf_weight=0.0012140434348294872 0.0011448423699919148 0.0012948858074057516 0.0011027889859301331 0.0010097871427605576 0.0010147924421118103 0.0012687600387833254 0.0014704778587775577 0.0019874091081561588 0.001010311062628784
leaf_count=996 187 468 284 161 137 388 624 507 158
internal_value=0 0.00134824 0.00759616 0.00139833 0.0072609 0.0163023 -0.0047339 -0.00967548 -0.0187583
internal_weight=0 0.0113733 0.00561017 0.00450738 0.0034976 0.0024828 0.00576308 0.0044682 0.00248079
internal_count=3910 3723 1966 1682 1521 1384 1757 1289 782
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=12
num_cat=0
split_feature=14 484 157 3 15 151 49 2 15 0 2
split_gain=0.000171089 0.000146051 0.000158265 8.51218e-05 0.000107615 0.0001051 0.000109621 0.00010117 0.000191466 0.000185279 8.69884e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.10628499999999998 -0.03231499999999999 -0.077959999999999988 -0.069934999999999983 0.11339500000000001 -0.095799999999999982 -0.083564999999999987 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 -8 -10 -11
right_child=-2 2 3 5 -6 6 7 -9 9 10 -12
leaf_value=-0.00064336262075204446 -0.00078296158312769933 0.00076280573810980979 0.00081996059561360271 0.00042636054071545579 2.965077973063636e-05 -0.00072602187909099703 -0.00053611145237964289 -0.00052029933994145487 0.0009297749081219809 -0.00031751638356295088 0.00039296440561532246
leaf_weight=0.001096112218405232 0.0010284000992417273 0.0012589713213981809 0.0010724022521277944 0.0014541602388525822 0.0017327354657586417 0.001085273263713756 0.0014625244499135875 0.0014186066025021569 0.0012183156575295197 0.0014504490097751845 0.0012196822526104717
leaf_count=583 153 389 119 285 183 142 309 321 533 682 211
internal_value=0 4.47332e-05 0.000101132 3.23673e-05 0.000331786 -5.78581e-05 -0.000147501 -5.47547e-05 6.86667e-05 0.000296136 7.02227e-06
internal_weight=0 0.0144692 0.0133731 0.0121141 0.00280514 0.00930901 0.00785485 0.00676958 0.00535097 0.00388845 0.00267013
internal_count=3910 3757 3174 2785 302 2483 2198 2056 1735 1426 893
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=12
num_cat=0
split_feature=484 42 160 150 160 51 49 0 47 4 4
split_gain=0.000228869 8.83515e-05 9.20784e-05 8.15774e-05 8.72814e-05 8.05531e-05 0.000120902 0.000105268 0.000108501 0.000138298 0.000111471
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.11398500000000002 -0.080184999999999992 0.086360000000000006 1.0000000180025095e-35 -0.14012999999999998 0.09252500000000001 0.044585000000000007 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 10 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00087426512324311509 -0.00048647756426150462 -0.00016573593065230343 -0.00040795662947340744 -0.00037554148193048024 0.00082808132740017657 0.00080066599617457858 -0.00037859042177324848 0.00041511872316915289 -0.00035086405180122834 0.00095902785829004005 -0.0003619749323821211
leaf_weight=0.0010909935965090359 0.0010572843324609194 0.0019613527575181268 0.0012257175213762463 0.0010095611864786641 0.001278430018053691 0.0010528782475018482 0.001101954213482385 0.0019738800876044926 0.0010872026349008704 0.001052229103146389 0.0011081259875100895
leaf_count=612 215 623 197 136 129 236 327 696 109 191 439
internal_value=0 5.83676e-05 0.000103192 0.000157084 0.000207735 0.000292372 0.000221972 0.000323788 0.000200316 0.000345263 0.000135717
internal_weight=0 0.0139086 0.0128513 0.0116256 0.0106161 0.0086547 0.00760182 0.00649987 0.00522144 0.00413424 0.00308201
internal_count=3910 3298 3083 2886 2750 2127 1891 1564 1435 1326 1135
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=13
num_cat=0
split_feature=14 484 157 3 2 160 51 2 4 2 13 47
split_gain=0.000303789 0.000235734 0.000143708 0.000115277 0.00014541 0.00013368 0.000150123 0.000183519 0.00010273 8.96568e-05 8.32164e-05 6.19769e-05
threshold=0.064610000000000015 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.106035 -0.080734999999999987 0.089795000000000014 0.11339500000000001 0.15045000000000003 0.097940000000000013 -0.071149999999999977 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 8 9 10 -7 -12
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00078917475734794685 -0.0010510984306440147 0.00073010467679132521 6.1609211288900344e-06 -0.00069399921773424941 0.00094701584473543866 -0.00061991285976435067 0.00064778668048684691 -0.00076645893925545599 0.00048404665961199113 0.00039412103547006118 -0.0002458149641299617 0.00036760430893706755
leaf_weight=0.0011721028822242472 0.001013841216441178 0.00136684850309931 0.0013809452908944897 0.0010455155283141645 0.001163790282971866 0.0012998413590657181 0.0013596937603295505 0.0011930936672668122 0.0017050020952039608 0.0012243666503346518 0.0016917563847298764 0.00101208908464433
leaf_count=583 138 389 120 412 119 422 173 294 202 188 794 76
internal_value=0 5.65212e-05 0.000125153 6.1917e-05 0.000436444 -2.85816e-05 4.47598e-05 -5.61406e-05 6.60964e-05 -7.02079e-05 -0.000212204 -1.62031e-05
internal_weight=0 0.015615 0.0144429 0.0130761 0.00254474 0.0105314 0.00948584 0.00812615 0.00693306 0.00522805 0.00400369 0.00270385
internal_count=3910 3772 3189 2800 239 2561 2149 1976 1682 1480 1292 870
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 12 151 4 2 4
split_gain=0.000174562 7.21154e-05 0.000126833 0.000134502 0.000108326 6.63282e-05 9.20392e-05 0.000126022 0.000129982 0.000106473
threshold=-0.0043499999999999988 -0.37613999999999997 -0.048794999999999991 0.099595000000000017 0.085875000000000021 0.11655500000000001 -0.0008699999999999999 0.24280000000000004 0.10113500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 9 -8
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00076141155969161839 -0.00044215891085840612 0.00044910912389544219 -0.00041215497724250781 0.00083839878420932353 -0.00038574506998651675 -0.00047439238837690493 0.00047558572617217572 0.00059593776946228973 -0.00047990571438446351 -0.00027546169352505917
leaf_weight=0.0011118457300889782 0.0010771464483229935 0.0014067825175354438 0.0015118096392613967 0.0015123074907209032 0.0010387706247572126 0.0011847498430511165 0.0019786391830458406 0.0016328489842085438 0.0016520041826582179 0.0011460513589280283
leaf_count=612 369 223 266 282 119 103 1190 292 195 259
internal_value=0 4.54843e-05 8.56913e-05 0.000378744 9.44973e-05 -4.16805e-05 2.30377e-05 0.000125686 -3.50634e-05 0.000200122
internal_weight=0 0.0141411 0.013064 0.00395786 0.00244555 0.0091061 0.00792135 0.00640954 0.00477669 0.00312469
internal_count=3910 3298 2929 624 342 2305 2202 1936 1644 1449
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=10
num_cat=0
split_feature=52 2 48 16 15 13 2 3 4
split_gain=2.71444e-05 4.5672e-05 6.72499e-05 6.13187e-05 9.8269e-05 5.23435e-05 4.80888e-05 2.49781e-05 8.01935e-06
threshold=0.15091000000000002 0.097940000000000013 0.093225000000000016 0.081265000000000018 -0.0063699999999999989 -0.089189999999999978 0.086130000000000012 -0.076969999999999997 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 7 -1 -7
right_child=-2 2 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.011553846844895604 -0.01365463259049454 0.016193550041610758 0.02634219817418439 -0.021115388449603877 0.019853407266376286 -0.0029901582017728169 -0.026732833874970476 0.010743645955186933 -0.015612137562434045
leaf_weight=0.0010019478907829589 0.0013319356806008832 0.0013414624175065609 0.0015033666369959377 0.0015904134958135514 0.0018259013869571599 0.0010061556215429941 0.0010556810857619719 0.001007659308565591 0.00100731114865588
leaf_count=220 487 156 223 320 1200 311 450 205 338
internal_value=0 0.00143622 0.00876648 -0.00405819 0.0014881 0.000890688 -0.00945156 -0.000373415 -0.00930477
internal_weight=0 0.0113399 0.0048583 0.0064816 0.00489119 0.00335493 0.00306529 0.00200961 0.00201347
internal_count=3910 3423 1028 2395 2075 805 875 425 649
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=9
num_cat=0
split_feature=41 157 160 42 160 43 1 4
split_gain=2.87572e-05 5.13576e-05 9.70267e-05 0.00010867 7.04965e-05 7.93742e-05 6.5225e-05 8.06189e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.020586807055310172 -0.016328696973359223 -0.023949925036161088 -0.024493148005877 0.02863020918192697 -0.015682820327212202 0.017943248140905067 -0.023902122131612052 0.01150918824081811
leaf_weight=0.0012307071889781892 0.0010090408525616637 0.0015667345871702527 0.0012320415259624426 0.0019120621459788175 0.0011164035526569638 0.0019920341548070445 0.0012833226021759375 0.0012883420927902642
leaf_count=499 221 810 841 330 244 495 298 172
internal_value=0 0.00127075 -0.00101706 0.00305467 0.00752507 0.011526 0.00435988 -0.00616191
internal_weight=0 0.0116216 0.0103909 0.00882421 0.00759216 0.00647576 0.0045637 0.00257166
internal_count=3910 3689 3190 2380 1539 1295 965 470
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=10
num_cat=0
split_feature=12 51 2 43 2 16 2 1 4
split_gain=2.77623e-05 3.77798e-05 9.49336e-05 7.12549e-05 7.2708e-05 9.84539e-05 9.70301e-05 0.00012789 8.45087e-05
threshold=0.11655500000000001 -0.07742499999999998 0.075670000000000015 -0.15648499999999999 0.097940000000000013 -0.025139999999999999 0.10679500000000001 0.10937500000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -6 -8 -5
right_child=-2 3 -4 4 6 -7 7 -9 -10
leaf_value=0.010477348318419927 -0.014889737391841974 0.028249504589878044 -0.031553145500751126 0.023033646208041762 0.034926106593839906 -0.032989964033842079 -0.025680836237054555 0.016539818733470074 -0.012568872572060739
leaf_weight=0.0010730581630345321 0.0011559970926627592 0.0010828847946031664 0.0010765151097114302 0.0011010719573238271 0.0011461958933667075 0.0011788689620123643 0.0011425716940551582 0.0019281952187203875 0.0016900830615890433
leaf_count=135 187 215 504 1015 244 656 210 321 423
internal_value=0 0.00137281 -0.0105717 0.0041426 0.000954 -0.00875853 0.0100978 0.000830347 0.00147583
internal_weight=0 0.0114194 0.00214957 0.00926987 0.00818699 0.00397002 0.00421696 0.00307077 0.00279116
internal_count=3910 3723 639 3084 2869 2094 775 531 1438
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=11
num_cat=0
split_feature=484 52 52 1 12 48 151 4 3 3
split_gain=0.000180383 8.3268e-05 0.000130697 0.000138566 9.21474e-05 8.97189e-05 7.44122e-05 0.000123423 0.000138147 6.59793e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.099595000000000017 0.11655500000000001 0.085875000000000021 -0.0008699999999999999 0.17888000000000001 0.090325000000000003 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -3 8 9 -8
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00078388663092568856 -0.00034612588101907814 -0.00038212558221257674 0.00046553009241688352 0.00089486319713061346 -0.00058610722187032711 -0.00031255495605784687 -0.0001126596795697654 0.00053144708258947865 -0.00071497994664381545 0.00045157846642995304
leaf_weight=0.0010908822323570334 0.0010955236756281352 0.0015042514008128628 0.0012990966871831624 0.001465296640873184 0.0011526424620763162 0.0010148474823273856 0.001960819691534975 0.0018276303245685251 0.0010007059683434516 0.0013421922846384793
leaf_count=612 379 266 218 280 103 116 1326 323 69 218
internal_value=0 4.46639e-05 0.000250191 0.000423051 -6.93405e-05 0.000124278 8.66873e-06 0.000104545 -7.67441e-05 0.000116621
internal_weight=0 0.013663 0.00487476 0.00377924 0.00878824 0.00231394 0.0076356 0.00613135 0.00430372 0.00330301
internal_count=3910 3298 993 614 2305 334 2202 1936 1613 1544
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=12
num_cat=0
split_feature=484 42 42 48 47 47 15 49 1 16 3
split_gain=0.00012652 8.3504e-05 8.66889e-05 8.95125e-05 0.000105758 0.000115625 0.00013276 0.000202724 0.000114343 8.38948e-05 9.52526e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10138000000000001 0.11930500000000001 0.10561500000000001 0.086425000000000016 -0.033649999999999992 -0.006494999999999999 0.10004000000000002 0.18126 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3 10 -9
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0006507507743841284 -0.00048860247236512248 0.00015442792106792742 -0.00045075214398741911 -0.0004096797382922376 0.00077117156410644295 -0.00048379594201795645 -0.00076551687809030787 2.2836808641140281e-05 0.00084541469888045856 -0.00026393949150097586 0.00075675789428139724
leaf_weight=0.0010876383274070244 0.001047380249924912 0.0019534388823240663 0.00105674097546585 0.0010540570161607773 0.0010794469421562024 0.0010698722089806335 0.0010725951403099134 0.0013849373683448175 0.0017416044682073755 0.0010746739227633743 0.0013355150491055723
leaf_count=612 215 463 422 99 106 166 219 940 357 149 162
internal_value=0 4.37285e-05 8.72096e-05 0.000135525 0.000189173 0.000123953 0.000199888 -1.28293e-05 0.000480114 0.000199899 0.000383131
internal_weight=0 0.0138703 0.0128229 0.0117661 0.0107121 0.00963264 0.00856276 0.00486772 0.00369504 0.00379513 0.00272045
internal_count=3910 3298 3083 2661 2562 2456 2290 1470 820 1251 1102
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=12
num_cat=0
split_feature=484 42 131 42 49 43 16 15 43 4 13
split_gain=0.000123859 7.95387e-05 7.61841e-05 6.92095e-05 0.000103278 0.00010492 8.5703e-05 0.000156459 0.000158194 8.48613e-05 7.95947e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.089325000000000015 0.09901500000000002 -0.084934999999999997 -0.062599999999999989 -0.094359999999999986 -0.074174999999999977 0.0050750000000000005 0.17888000000000001 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 9 -8 -9 -7 -6
right_child=1 2 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00063398147818104743 -0.00045903768678485699 -0.00029877917542667676 -0.00040303501038870492 -0.00034341575839257814 0.00026289143259173654 -0.00051472099946944328 0.00082399433767839033 -0.00037456637696767567 0.00062683334496937287 0.0001545191845868803 0.00099293189243583385
leaf_weight=0.0011018830627668513 0.0010948803753942282 0.0014778772584944167 0.0010981044350591969 0.0010527168741460433 0.001163690568258032 0.0011939568989127467 0.0015256189281072701 0.0015068315191902751 0.0010150754661443235 0.0018684306389969534 0.0011334387846211238
leaf_count=612 215 183 458 426 427 176 184 612 159 198 260
internal_value=0 4.85638e-05 9.11976e-05 0.00013666 0.00018309 0.000258794 0.000141089 0.000328343 2.85001e-05 -0.000106403 0.000623105
internal_weight=0 0.0141306 0.0130357 0.0119376 0.0108849 0.00940704 0.00710991 0.00404753 0.00252191 0.00306239 0.00229713
internal_count=3910 3298 3083 2625 2199 2016 1329 955 771 374 687
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=13
num_cat=0
split_feature=484 160 42 42 47 47 15 49 0 2 2 160
split_gain=0.000227607 8.84429e-05 9.52524e-05 8.68856e-05 0.000105141 0.00013837 0.000126538 0.000171805 0.000125677 9.0369e-05 9.48859e-05 2.33593e-05
threshold=-0.0043499999999999988 -0.098319999999999991 -1.0000000180025095e-35 0.10138000000000001 0.10561500000000001 0.086785000000000015 -0.03231499999999999 -0.006494999999999999 -0.14293499999999998 0.10113500000000002 0.086875000000000022 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 11 10 -9 -4
right_child=1 2 3 -5 -6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.00084500894648580646 -0.00046092186172794122 -0.00031095262298954881 0.00038311245349089416 -0.00036604416912285542 0.00075827458996742167 -0.00051682083957607552 -0.0006469333209591484 4.9774033848913521e-05 0.00090055988841874059 -0.00021887780036073686 0.0008551898858119067 -3.7888017546587691e-05
leaf_weight=0.001163351731466789 0.0011697382548538473 0.0018573653826634848 0.0010271146309577739 0.0010657683378091721 0.0012377506697887073 0.0010600962230360731 0.0011294189907145487 0.001095899546086675 0.0016808196227182225 0.0011181820178629226 0.0011551328054455051 0.0010000602963008143
leaf_count=612 497 903 98 367 124 99 184 281 354 142 187 62
internal_value=0 5.61839e-05 0.000101231 0.000167399 0.000221521 0.000149828 0.000235942 1.48937e-05 0.000504124 0.00023675 0.000463079 0.000175422
internal_weight=0 0.0145973 0.0134276 0.0115702 0.0105045 0.00926672 0.00820663 0.00449863 0.00370799 0.00336921 0.00225103 0.00202717
internal_count=3910 3298 2801 1898 1531 1407 1308 794 514 610 468 160
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=10
num_cat=0
split_feature=150 151 4 151 52 15 3 15 3
split_gain=3.30524e-05 0.000105886 9.84903e-05 9.56547e-05 6.82473e-05 7.2196e-05 0.000102547 4.39948e-05 2.83806e-05
threshold=0.077110000000000012 -1.0000000180025095e-35 0.40359500000000004 -0.0074049999999999993 0.11401500000000002 -0.024209999999999999 -0.12817999999999996 1.0000000180025095e-35 -0.071964999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 8 -7 -8 -3
right_child=3 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.032848122090547299 0.022926462785776928 -0.002745702871699735 0.026681960770773252 -0.014221463220048936 -0.02642827935989225 -0.018312795839524009 0.027407278744306048 0.0032764561602668346 -0.026042339143287154
leaf_weight=0.0010559246745132965 0.001863314839063602 0.0010106085764703238 0.001248100514881236 0.0011037790119028217 0.0011198228404031129 0.0010990599105656267 0.0017930932193483805 0.0013057169553424355 0.0010836132209879807
leaf_count=355 351 501 288 172 491 199 191 1099 263
internal_value=0 -0.00295164 0.00069367 0.00910718 -0.00368253 0.000365604 0.00793142 0.0172395 -0.0148001
internal_weight=0 0.00971594 0.00866002 0.00296709 0.00741191 0.00629209 0.00419787 0.00309881 0.00209422
internal_count=3910 3387 3032 523 2744 2253 1489 1290 764
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=11
num_cat=0
split_feature=14 484 157 42 47 3 12 3 2 2
split_gain=0.00020591 0.000155064 0.000144193 0.000109072 0.000130155 0.000115947 0.000120753 0.000116244 0.000165235 5.791e-05
threshold=0.018455000000000003 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -0.12008499999999998 0.095295000000000019 0.11818000000000002 0.086875000000000022 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.00066409122558953415 -0.00086964885189636811 0.00075476455344442646 0.00047894689944520788 -0.00056122684662691263 0.00058112527760812631 -0.00027854554437079415 -0.00065148931968717896 -0.00043672791342972566 0.00022980379166424983 0.00079629098138126711
leaf_weight=0.0010844905141962546 0.0010034905411312406 0.0012017776027604737 0.0016415533046534383 0.0010501140447321819 0.001808737096525786 0.0019001326912859513 0.0012548492888280732 0.0016368267020617205 0.0016493291895744518 0.001197556306275111
leaf_count=583 159 389 197 380 158 828 339 163 475 239
internal_value=0 4.89283e-05 0.00010689 4.27503e-05 9.99463e-05 6.16362e-06 -9.54374e-05 1.38637e-05 0.000169233 0.000468099
internal_weight=0 0.0144254 0.0133409 0.0121391 0.011089 0.00928025 0.00763869 0.00638384 0.00474702 0.00284689
internal_count=3910 3751 3168 2779 2399 2241 2044 1705 1542 714
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=13
num_cat=0
split_feature=14 48 484 42 131 43 16 13 1 1 0 133
split_gain=0.000354971 0.000175549 0.000184912 0.00012143 0.000110571 0.000133429 0.000116122 0.000115361 0.000107613 0.000116546 0.000127653 8.75453e-05
threshold=0.064610000000000015 -0.064549999999999982 -0.0043499999999999988 -0.10770999999999999 0.088565000000000019 -0.049504999999999987 -0.19424999999999998 -0.11267999999999999 0.11257500000000001 0.09112000000000002 -0.10783 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 -7 9 10 -8 -5
right_child=-2 2 3 4 -6 6 8 -9 -10 -11 -12 -13
leaf_value=0.00085795278226313441 -0.0011342027542705301 -0.00079649957862189919 -0.00054738802244204258 0.00081937634461420926 -0.00041678062875197025 0.00016773216475936232 0.00085217199309118653 -0.00071845870571671635 0.00078452802931502301 -0.00035552147033223282 -2.8099286307963686e-05 0.00016398353893845742
leaf_weight=0.0010173289292827259 0.0010013779092702983 0.0010037377205455783 0.001096524344141485 0.0018054936386862419 0.0012516273706841821 0.0010401462267327901 0.001060717147376938 0.0012356889424426261 0.0010320113416811758 0.0015187757455177794 0.0015721013028332023 0.0013844431903318691
leaf_count=194 138 556 188 240 465 82 68 136 121 276 859 587
internal_value=0 7.15092e-05 1.43664e-05 7.69857e-05 0.000134514 0.000199308 5.57813e-05 -0.000313435 0.000217884 7.70261e-05 0.000326547 0.000534934
internal_weight=0 0.0150186 0.0140013 0.0129975 0.011901 0.0106494 0.00745944 0.00227584 0.00518361 0.00415159 0.00263282 0.00318994
internal_count=3910 3772 3578 3022 2834 2369 1542 218 1324 1203 927 827
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=12
num_cat=0
split_feature=14 484 474 132 0 133 43 3 49 3 0
split_gain=0.000269 0.000202073 0.00014379 9.70564e-05 9.70283e-05 8.03054e-05 8.52412e-05 0.000183707 7.39089e-05 6.60275e-05 0.000114283
threshold=0.05884000000000001 -0.0043499999999999988 0.059400000000000008 0.080815000000000012 0.15480500000000005 0.083815000000000014 -0.079109999999999986 -0.074234999999999982 0.093425000000000022 0.11818000000000002 -0.21145499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 10 -9
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00075821345961353092 -0.00099470118972767494 -0.00037503452337671046 0.00076744231436760336 0.00062068936771659123 -0.00053296750469428655 0.00052965293906690142 0.00066091138842867868 0.00048852252200089414 0.00038057784124121666 -0.00055488615820253786 -0.00035661645410518811
leaf_weight=0.0010820894812763526 0.0010016287191879957 0.0018419652511309078 0.0012097397998610112 0.0010739135375281436 0.0011609279603463371 0.0012551036991153936 0.0016863505264438847 0.0010147213646052311 0.001028690079801808 0.0013832896838847186 0.0015622160155427714
leaf_count=583 141 303 374 273 49 694 852 69 137 136 299
internal_value=0 5.64241e-05 0.00012312 5.82033e-05 2.95345e-06 6.66195e-05 -1.61339e-06 0.000101428 -8.76882e-05 -0.000209323 -2.38258e-05
internal_weight=0 0.014299 0.0132169 0.0120072 0.0109333 0.00977234 0.00851723 0.00667527 0.00498892 0.00396023 0.00257694
internal_count=3910 3769 3186 2812 2539 2490 1796 1493 641 504 368
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=10
num_cat=0
split_feature=484 1 52 0 15 42 2 4 2
split_gain=6.61387e-05 4.13953e-05 6.21817e-05 8.51132e-05 8.31447e-05 8.10775e-05 5.5602e-05 8.84808e-05 7.45538e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.048794999999999991 -0.15007499999999999 -0.19153499999999998 0.081685000000000021 0.10113500000000002 -0.0031049999999999997 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -6 -8
right_child=1 -3 4 5 6 -7 8 -9 -10
leaf_value=-0.024811224808153402 -0.011218081759492104 0.021148142844737969 -0.031221265370077501 0.037559799520214945 0.022536557871023568 0.0013235320116827584 -0.031865381064811397 -0.0089605633770839938 0.0034277317918556486
leaf_weight=0.0010010369182635861 0.0012022159042207846 0.0010266389428950458 0.0010581680906078554 0.0013657100296934769 0.0018218609820486117 0.0011270128952181177 0.0010923386824549033 0.0017472266673260347 0.0013240179896193633
leaf_count=627 76 216 190 497 1290 333 171 322 188
internal_value=0 0.0019641 0.000130042 0.0106364 -0.00538139 0.0211766 -0.000813151 0.00711732 -0.0125269
internal_weight=0 0.0117652 0.0107386 0.00369494 0.00704361 0.00249272 0.00598544 0.00356909 0.00241636
internal_count=3910 3283 3067 906 2161 830 1971 1612 359
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=12
num_cat=0
split_feature=14 484 157 3 0 42 12 42 49 16 49
split_gain=0.000364967 0.000185244 0.000151354 0.000111676 0.000112876 0.00013386 0.000123521 0.000109196 9.58966e-05 9.56773e-05 0.000122234
threshold=0.05884000000000001 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 -0.053834999999999994 0.088345000000000021 0.051320000000000005 0.060615000000000009 -0.084934999999999997 -0.072804999999999981 0.0021350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 8 -6 -4 -5 10 -10
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.00069693166041522134 -0.0011485285055680737 0.00075953125900398235 0.00083833483562717134 -0.0006033602836358269 8.3684795128350471e-05 0.00057146962526120795 -0.00078474360141049504 3.0943102095970308e-07 0.00057980047798642453 -0.00031458326960927404 -0.00019861162915128265
leaf_weight=0.0011366709416715083 0.0010191038532231756 0.0013142228118467646 0.0012602074555574426 0.0010017447440977293 0.0011596744994929161 0.0017170023042294251 0.001377871976339734 0.0011372837648353507 0.0018963473575111427 0.0016939309684241071 0.0013123176921723684
leaf_count=583 141 389 158 109 188 697 141 79 775 449 201
internal_value=0 6.40617e-05 0.000126424 6.0159e-05 -2.96733e-05 8.9588e-05 -0.000387866 0.000440806 -5.05448e-05 6.24117e-05 0.000261436
internal_weight=0 0.0150073 0.0138706 0.0125564 0.0101589 0.00762134 0.00253755 0.00239749 0.00590434 0.0049026 0.00320867
internal_count=3910 3769 3186 2797 2560 2231 329 237 1534 1425 976
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=10
num_cat=0
split_feature=1 4 16 159 0 47 1 4 43
split_gain=2.92127e-05 7.65093e-05 4.67199e-05 7.05407e-05 5.43268e-05 6.71198e-05 0.000115643 9.11787e-05 2.3459e-05
threshold=0.076710000000000014 -0.084009999999999987 0.26760500000000004 0.040460000000000003 -0.087614999999999985 0.09252500000000001 0.11215000000000001 0.015635000000000003 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0053677252691685263 0.0097873970393123344 -0.023209044474521143 -0.015740664964624042 0.030552878347405804 -0.012585895936224828 -0.013879769892211798 -0.011813804775527688 0.047450831523249012 0.015878468226553279
leaf_weight=0.001027966825873884 0.0015358001797132924 0.00170418885110361 0.0011612899529683555 0.0010003467998900657 0.0018362694606312222 0.0011308644979319523 0.0012068193822462507 0.0011054029013325001 0.0010510593920787237
leaf_count=380 200 1586 277 332 704 145 140 104 42
internal_value=0 -0.00750188 0.00297472 0.0057556 0.00211579 0.00753793 0.0138322 0.0255504 0.00537337
internal_weight=0 0.00378322 0.00897679 0.0078155 0.00681516 0.00497889 0.00384802 0.0026412 0.00207903
internal_count=3910 2008 1902 1625 1293 589 444 304 422
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=10
num_cat=0
split_feature=158 50 156 133 12 151 1 1 12
split_gain=2.76382e-05 5.66704e-05 7.10367e-05 6.83778e-05 9.6458e-05 9.49821e-05 0.000106389 0.000103292 0.000129709
threshold=0.08413000000000001 0.086465000000000014 0.084090000000000012 0.087895000000000015 -0.036459999999999992 1.0000000180025095e-35 0.11561500000000001 0.090905000000000014 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.017810142092587654 -0.016045420724295056 -0.020826765299117939 -0.018680945961402153 -0.016472990688529889 0.050863522542961441 -0.011625202080948019 0.043352975729974673 -0.0073737483167143104 0.0065027176090073011
leaf_weight=0.0011074957210149197 0.0010030139276063768 0.0010575649723294769 0.0012770195821293169 0.0011416380188818019 0.0010755797778229665 0.0012088775777313104 0.0013882632499478045 0.0017435770223909325 0.0017023722150615978
leaf_count=240 440 692 485 564 76 105 126 281 901
internal_value=0 0.00125108 0.00344451 0.00646066 0.00964342 0.0139145 0.0191388 0.0117043 0.0236785
internal_weight=0 0.0117024 0.0106448 0.0093678 0.00822617 0.00711867 0.00590979 0.00452153 0.00277795
internal_count=3910 3470 2778 2293 1729 1489 1384 1258 977
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=10
num_cat=0
split_feature=52 52 1 4 160 49 13 1 3
split_gain=2.69634e-05 4.62396e-05 0.00012583 6.43742e-05 5.47607e-05 4.95266e-05 7.59276e-05 4.989e-05 2.62062e-05
threshold=-0.24456499999999998 -0.048794999999999991 0.099595000000000017 -0.0040999999999999986 -1.0000000180025095e-35 0.089635000000000006 -0.083924999999999986 0.095825000000000007 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -8 -6
right_child=1 4 -4 -5 5 -7 7 -9 -10
leaf_value=-0.014889334645946837 -0.019599240089100231 -0.019794750314091312 0.037765138431901726 0.015181986967237535 0.024344234806400949 0.02046130478142779 -0.00034009599644978873 -0.024067612478089532 0.0015292200995366933
leaf_weight=0.0011224886703684557 0.0011209461474755091 0.001521398974891148 0.0011658204505631772 0.0010130505203064192 0.0010031913741312133 0.0011152091281103858 0.0019010106800498821 0.0016599278753715949 0.0010106658121623163
leaf_count=449 307 924 285 149 329 228 892 236 111
internal_value=0 0.00134748 0.0113454 -0.0030879 -0.00267027 0.00122407 -0.00262423 -0.0114007 0.0128944
internal_weight=0 0.0115112 0.00329982 0.002134 0.0082114 0.00669 0.0055748 0.00356094 0.00201386
internal_count=3910 3461 741 456 2720 1796 1568 1128 440
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=10
num_cat=0
split_feature=124 48 2 4 52 150 4 15 0
split_gain=2.60924e-05 4.45464e-05 0.000120459 5.28545e-05 8.00003e-05 5.77942e-05 6.52009e-05 9.64306e-05 4.16362e-05
threshold=-0.048219999999999992 0.11930500000000001 0.11542500000000001 -0.034289999999999994 0.071660000000000015 0.086870000000000017 0.0033150000000000007 -0.035939999999999993 -0.10783
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=0.013633862174174116 -0.031695497020286366 -0.021659909065506903 0.02804845630880326 0.027429150291899296 0.00034808516305778427 -0.015694142868974106 -0.025253108995514435 0.025703447705140089 0.0022664681299327406
leaf_weight=0.0012489071812455893 0.0014359871882457798 0.0010081334341295123 0.0013639942948609788 0.0011921748551638467 0.0017032891243666561 0.001427555886104684 0.0011153925864426165 0.001004734700236432 0.0010841636527091831
leaf_count=319 820 142 390 605 800 255 137 98 344
internal_value=0 -0.00159573 0.000362904 -0.00385016 -0.0143095 0.00178765 0.00746408 3.59635e-05 -0.0116887
internal_weight=0 0.0113354 0.0103273 0.0089633 0.00313928 0.00582402 0.00439647 0.00320429 0.00219956
internal_count=3910 3591 3449 3059 1620 1439 1184 579 481
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 12 15
split_gain=2.67028e-05 5.85351e-05 5.7593e-05 6.57441e-05 9.04712e-05 5.53774e-05 0.000126233
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 0.078515000000000015 -0.074174999999999977
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=-0.011633134340409541 -0.016600632742415977 0.028564106201506435 -0.012328284156991363 -0.013622251959235599 0.022358105972460917 0.032002325916292283 -0.017265659173919225
leaf_weight=0.0017241893243869636 0.0014948546220541594 0.0013297648053905726 0.0016342444836772449 0.0019796760555550498 0.0019194939662524691 0.001063015369540257 0.0013835189498857012
leaf_count=1060 521 418 274 892 261 326 158
internal_value=0 0.00176784 0.00471726 0.00834656 0.0041099 0.0121501 0.00576107
internal_weight=0 0.0108046 0.00930971 0.00767547 0.0063457 0.00436603 0.00330301
internal_count=3910 2850 2329 2055 1637 745 419
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=13
num_cat=0
split_feature=14 484 157 42 3 39 0 42 0 47 160 16
split_gain=0.000330645 0.000145887 0.000154223 9.3433e-05 0.000108061 0.000149669 0.000125336 0.000111149 8.96445e-05 0.000115298 7.67763e-05 9.99261e-05
threshold=0.064610000000000015 -0.0043499999999999988 -0.072409999999999988 -0.10770999999999999 -0.10628499999999998 0.084835000000000008 -0.053834999999999994 0.060615000000000009 -0.074514999999999984 0.090280000000000013 0.087825000000000014 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 8 -5 9 10 11 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00061114642173279996 -0.0010967436809670773 0.00076632998438117179 -0.00050127586451823199 0.00082239450733693304 0.00050455926465885073 0.00067278622699479945 -0.00064939812569919566 2.5440801094032246e-05 0.00055191854342589465 -0.00064159147240399955 -0.00036715940039262551 -0.00025358181708096963
leaf_weight=0.0011401466243710053 0.0010102106686963276 0.0012819108762829141 0.0010723010065134273 0.0014267760557705811 0.0018763893676434394 0.0010989785976673345 0.0013243417627882342 0.0012732370522293701 0.0010027136351315347 0.0011326057860377055 0.0011321985669573986 0.0010382448289609828
leaf_count=583 138 389 186 172 615 312 210 90 297 157 143 618
internal_value=0 6.26822e-05 0.000118925 5.18766e-05 0.000104342 -3.03633e-06 -0.000101979 0.000446577 1.52889e-05 -8.85999e-05 6.61684e-05 0.000234496
internal_weight=0 0.0147998 0.0136597 0.0123778 0.0113055 0.00860547 0.00750649 0.00270001 0.00618215 0.00517944 0.00404683 0.00291463
internal_count=3910 3772 3189 2800 2614 2352 2040 262 1830 1533 1376 1233
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=10
num_cat=0
split_feature=1 4 16 14 49 48 49 2 43
split_gain=3.00693e-05 7.46242e-05 4.04138e-05 5.51884e-05 5.80792e-05 5.57651e-05 8.06915e-05 7.23839e-05 2.28538e-05
threshold=0.076710000000000014 -0.084009999999999987 0.26760500000000004 -0.13131999999999996 0.079765000000000016 0.085875000000000021 -0.029304999999999998 0.081110000000000015 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 6 -5 -8 -1
right_child=2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0054424553919451141 -0.016079011364060279 -0.023186352084039529 -0.014529070405163481 0.032931791638653868 0.030753934455665155 -0.0098100395680222729 -0.012100361689386127 0.021392395380524884 0.015690874938389662
leaf_weight=0.0010132647421567101 0.0010092182878060803 0.0016847296431410294 0.0011316874751254747 0.0012241431475307502 0.0010375429603608028 0.0017503400498127706 0.0015443362066521952 0.0011083828910784144 0.0010337704132236114
leaf_count=380 146 1586 277 179 150 262 664 224 42
internal_value=0 -0.00759872 0.00311223 0.00571381 0.00901382 0.00500538 0.0116943 0.00189388 0.00523006
internal_weight=0 0.00373176 0.00880565 0.00767396 0.00666475 0.0056272 0.00387686 0.00265272 0.00204704
internal_count=3910 2008 1902 1625 1479 1329 1067 888 422
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=9
num_cat=0
split_feature=2 47 2 457 0 0 43 4
split_gain=2.62378e-05 3.35271e-05 6.26711e-05 5.19567e-05 7.41538e-05 8.21088e-05 4.95462e-05 3.97919e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.081110000000000015 0.041935000000000007 -0.13506999999999997 -0.068899999999999989 -0.083254999999999982 0.061775000000000004
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=0.011964844584904244 -0.026931863944334902 0.010180869712256197 -0.0050736854759556044 0.014894366231459247 0.024062290440950533 0.0098892722264838639 -0.017308497165208363 -0.031832799319302302
leaf_weight=0.0015829134645541027 0.0010832682063802472 0.0019205200285928046 0.0010019466001806947 0.0015866366798753945 0.0012483058933444018 0.0010952658813383287 0.0017242323511652356 0.001247766305189454
leaf_count=280 585 269 197 297 1574 136 442 130
internal_value=0 -0.00181233 -0.00437515 -0.00128374 -0.00534685 0.00271021 -0.00674322 -0.0199152
internal_weight=0 0.0109079 0.00898742 0.00790415 0.00631752 0.0040678 0.0028195 0.00224971
internal_count=3910 3630 3361 2776 2479 2152 578 327
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=11
num_cat=0
split_feature=484 15 159 43 0 47 52 49 3 12
split_gain=0.000133948 8.72377e-05 0.000103918 5.75579e-05 0.000154891 0.00017789 0.00013558 5.55623e-05 6.0001e-05 1.99677e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.078065000000000009 -0.079109999999999986 -0.10462499999999998 0.078345000000000012 -0.074484999999999982 -0.006494999999999999 -0.0086749999999999969 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 5 6 -5 -3 9 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00067373657808295366 -0.00010964590596570365 -0.00055222906825171374 0.00042212383412921492 -0.00015043261131065231 0.00073388940322230108 -0.0005693245253007511 0.00081435460998468927 -0.000133909404615127 0.00017206513711809127 -0.00050373242495225709
leaf_weight=0.0010680827844295792 0.0017811075939723753 0.0014885718464400571 0.0011381909059889625 0.0010405368096372825 0.0019778490842311497 0.0011862498741378666 0.0012126318440266212 0.0011315715159635432 0.0016863477908590895 0.0011137898398714038
leaf_count=612 542 209 206 52 537 105 187 60 90 1310
internal_value=0 4.70935e-05 -0.00011649 0.000196135 0.00029667 4.52462e-05 0.000368806 -0.000229592 -0.000107439 -0.000317357
internal_weight=0 0.0137568 0.00655847 0.00719838 0.00541727 0.00343942 0.00225317 0.00542028 0.00393171 0.00224536
internal_count=3910 3298 1875 1423 881 344 239 1669 1460 1370
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=13
num_cat=0
split_feature=484 42 41 3 39 49 0 52 2 16 52 0
split_gain=0.000107847 9.78672e-05 9.22151e-05 9.85748e-05 0.000115083 0.000123737 0.000128525 9.12003e-05 0.000105254 9.25249e-05 9.78743e-05 8.27438e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.075585000000000013 -0.10628499999999998 0.085060000000000011 -0.084674999999999986 -0.053834999999999994 -0.081429999999999989 0.082715000000000025 -0.30307999999999996 -0.0066199999999999991 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 5 -5 7 -7 -9 -10 -11 -3
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12 -13
leaf_value=-0.0005927640715057376 -0.00052637733760631494 0.00078719152172970427 -0.00047312476563107086 -0.00064390560151826733 0.00066322859576547599 0.00066798660773870102 -0.00047776251149453223 -0.00047531063505730378 -0.00024553319687188629 3.9161343795947507e-05 0.00082160034482128103 6.4799471273399334e-05
leaf_weight=0.0010894283538841363 0.0010545586947643655 0.0014728897703424259 0.0010120891218258774 0.0010853064994783236 0.0010469244456218245 0.0012254969997768225 0.0013550755920665319 0.0010622568645479178 0.0010969102464745278 0.0012020794046763976 0.0012577785238639964 0.0010400783944604086
leaf_count=612 215 161 168 152 319 312 237 448 147 154 881 104
internal_value=0 4.78646e-05 9.49656e-05 0.000143507 5.06828e-05 -2.67218e-05 6.63159e-05 0.000192463 6.62989e-05 0.000228055 0.000439239 0.000488205
internal_weight=0 0.0139114 0.0128569 0.0118448 0.00933183 0.0082849 0.0071996 0.00584452 0.00461903 0.00355677 0.00245986 0.00251297
internal_count=3910 3298 3083 2915 2650 2331 2179 1942 1630 1182 1035 265
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=9
num_cat=0
split_feature=41 157 160 42 52 0 0 1
split_gain=3.05567e-05 5.17064e-05 7.22727e-05 0.000103939 6.9283e-05 8.3837e-05 0.000100636 0.000180993
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10701500000000001 -0.053834999999999994 -0.15713499999999997 0.10004000000000002
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=0.020926324111663161 -0.016799794991765073 -0.020814331688612717 -0.024326430766563288 -0.0091179020457230059 0.030289631512291939 -0.015350037461866448 0.0029833553400052931 0.054840806799003217
leaf_weight=0.0012128501468735243 0.0010033572448970929 0.0015489719630937095 0.0012308265589940498 0.0017156436294924037 0.0010935276555882265 0.0017865213544316456 0.0018996985940225137 0.0010423151487374347
leaf_count=499 221 810 841 157 164 285 700 233
internal_value=0 0.00139486 -0.000901114 0.00261658 0.00701609 0.00306674 0.0101308 0.0213557
internal_weight=0 0.0115304 0.0103175 0.00876853 0.00753771 0.00644418 0.00465766 0.00294201
internal_count=3910 3689 3190 2380 1539 1375 1090 933
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=10
num_cat=0
split_feature=4 151 52 0 1 49 3 3 16
split_gain=2.75061e-05 3.56552e-05 6.14434e-05 6.46716e-05 9.25746e-05 0.000118879 5.15195e-05 4.25151e-05 2.1426e-05
threshold=0.27020000000000005 -0.051109999999999996 0.11401500000000002 -0.017269999999999997 0.11663000000000003 -0.010424999999999999 -0.075954999999999981 -0.040669999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5 -2
right_child=8 2 -4 7 -6 6 -8 -9 -10
leaf_value=0.010633093925508657 9.3790243620801573e-05 -0.027776432956047526 -0.027162934777478775 -0.00046310905741333273 -0.034318113256929711 -0.006399175308152984 0.021498259272764306 0.027239088423313514 0.018911109470140051
leaf_weight=0.0017463827828974885 0.0012078679410564275 0.0011645513428201271 0.001094527923883668 0.0011900488856193964 0.0010580639179943729 0.0011040332344218733 0.0016532839945954895 0.0010365570839153924 0.0012125299441195054
leaf_count=530 152 164 516 170 112 1436 414 96 320
internal_value=0 -0.00235457 -0.00508692 -0.00173402 -0.00806839 -0.000986585 0.0103281 0.0124332 0.00952057
internal_weight=0 0.0100474 0.00830107 0.00720654 0.00497993 0.00392187 0.00275732 0.00222661 0.0024204
internal_count=3910 3438 2908 2392 2126 2014 1850 266 472
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=10
num_cat=0
split_feature=150 151 4 151 52 15 13 1 13
split_gain=2.71447e-05 7.47995e-05 9.39721e-05 6.35643e-05 5.05244e-05 4.93456e-05 9.27874e-05 6.34813e-05 3.34203e-05
threshold=0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.051109999999999996 0.11401500000000002 -0.064869999999999983 -0.0019849999999999994 0.079945000000000016 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 8 -8 -7
right_child=3 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.024056269334755066 0.027516164634860136 -0.015261293826325928 0.026808943665172086 -0.0045475434090700506 -0.022886290894789107 0.0064490244907079138 0.0060862424865646874 -0.027381274016732255 0.030251435256744615
leaf_weight=0.0013743061656294473 0.0010829914917291701 0.0015317614464387692 0.0012171986210735572 0.0014408786030662498 0.0011064889213958547 0.0010943144560555038 0.0012631076991487678 0.0010280469361843778 0.001279712763851495
leaf_count=412 270 618 290 183 493 87 264 293 1000
internal_value=0 -0.00240731 0.00108448 0.00921098 -0.00320279 0.000311781 0.00542503 -0.00893072 0.0192796
internal_weight=0 0.00989494 0.00852063 0.00252387 0.00730343 0.00619694 0.00466518 0.00229115 0.00237403
internal_count=3910 3457 3045 453 2755 2262 1644 557 1087
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=9
num_cat=0
split_feature=1 0 2 0 47 4 1 1
split_gain=3.25282e-05 6.86387e-05 5.02866e-05 3.55591e-05 7.14619e-05 8.06469e-05 9.20181e-05 6.54399e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 -0.017269999999999997 0.11603500000000001 0.24280000000000004 0.11215000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.027624257024761525 -0.00624042321005671 0.016093688743042102 -0.01222605969460502 0.018837994332202228 -0.022627882914864839 0.021406273118540216 -0.026553802065624205 0.023203449671512034
leaf_weight=0.0011937412264185873 0.0017918774217047418 0.0012170098273526378 0.0012933460141778352 0.0012606109743062517 0.0011178471192932679 0.0019978292003307724 0.0011901205185128869 0.0013042627021598984
leaf_count=1642 604 105 261 336 153 336 171 302
internal_value=0 -0.00788385 0.00150323 0.00331289 0.000668833 0.00481298 -0.00292117 0.00616294
internal_weight=0 0.0037041 0.00251036 0.00866255 0.00740194 0.00628409 0.00428626 0.00309614
internal_count=3910 2008 366 1902 1566 1413 1077 906
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=10
num_cat=0
split_feature=1 123 16 1 47 2 16 13 1
split_gain=3.37295e-05 5.67238e-05 5.23577e-05 6.25678e-05 7.3048e-05 6.36226e-05 7.54452e-05 5.86854e-05 2.40854e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.082465000000000024 0.094010000000000024 -0.008069999999999999 -0.032264999999999995 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 -4 -9
right_child=-2 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.024950265705015906 0.01667520970864381 0.019477270117724543 -0.016971547807690997 0.021764295772020024 -0.01140261038040883 -0.038666579463311687 -0.004687497107628588 0.022496326284621795 0.0017221523707246806
leaf_weight=0.0010726776768925474 0.0010997914498624703 0.0011390255875690031 0.0011189732645439203 0.0019342722852998982 0.0010111942787029288 0.0011215338123205872 0.0015656401038490228 0.001011851979439495 0.0012445072062230028
leaf_count=136 225 276 1233 270 135 390 410 615 220
internal_value=0 -0.00167563 -0.00406572 -0.00157877 0.0103779 -0.00738792 -0.0188692 0.00175256 0.0110382
internal_weight=0 0.0112197 0.0100807 0.00900797 0.00294547 0.00606251 0.00268717 0.00337533 0.00225636
internal_count=3910 3685 3409 3273 405 2868 800 2068 835
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=10
num_cat=0
split_feature=11 48 3 51 2 2 3 13 0
split_gain=3.25913e-05 3.54462e-05 0.00012417 6.41392e-05 5.29218e-05 8.60309e-05 7.23205e-05 5.78978e-05 7.29864e-05
threshold=0.079700000000000007 0.016865000000000002 -0.0026499999999999996 0.089355000000000004 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.077154999999999987 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.010428627901763738 -0.016802885152341924 0.038450051731113898 -0.017357138579664404 0.015240159093148735 0.014255413793649353 -0.031139011258419409 0.016043474436643588 -0.0023494476863084768 -0.038260569748831477
leaf_weight=0.0010251557760400944 0.0010591817857562172 0.0010611114289467401 0.001327962959386305 0.0011066209373223179 0.0015540682896918474 0.0011441848591961642 0.0016967960811916237 0.0012861423119669754 0.0010107152053233058
leaf_count=932 254 461 144 114 421 230 207 1025 122
internal_value=0 0.00154837 0.00990224 -0.00254029 -0.00223578 -0.00639423 -0.000752926 -0.00933208 -0.0181519
internal_weight=0 0.0112128 0.0034957 0.00243458 0.00771706 0.00616299 0.00501881 0.00332201 0.00229686
internal_count=3910 3656 719 258 2937 2516 2286 2079 1147
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=13
num_cat=0
split_feature=484 42 43 16 474 160 151 4 4 52 3 2
split_gain=0.000131344 8.41704e-05 0.000110244 9.90636e-05 7.82072e-05 0.000174569 0.000102852 0.000112051 0.000222094 0.000111474 7.75164e-05 6.88694e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 0.084655000000000022 -0.080734999999999987 -0.084129999999999996 -0.0025899999999999994 0.17888000000000001 -0.036004999999999988 -0.044019999999999997 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 10 9 -9 -8 -10
right_child=1 2 3 -5 -6 6 7 8 11 -11 -12 -13
leaf_value=-0.00066004199913275981 -0.00048594698483331924 0.00063724096388027146 -0.00068989233348857291 -0.0004333383296736088 0.00060966655022166199 -0.00043897007462804382 0.00022905320201577881 2.7413142490780849e-05 0.00075214574636533278 -0.00086563381068340104 0.00092265117985185002 7.1859800929244128e-05
leaf_weight=0.0011087237359610471 0.0010760512333191233 0.0012542075091906543 0.0011102750841455742 0.0015665348973584849 0.0010261237183717001 0.001028508720620794 0.0013007664310723404 0.0010860391110893036 0.0013282103358077243 0.0010637347952314902 0.00118281475004182 0.0010050960057376326
leaf_count=612 215 151 483 368 237 185 930 94 172 196 120 147
internal_value=0 4.09954e-05 8.47727e-05 2.554e-05 9.64914e-05 3.86599e-05 0.000139833 0.000225283 4.01957e-05 -0.000414478 0.000559382 0.000459105
internal_weight=0 0.0140284 0.0129523 0.0116981 0.0101316 0.00910545 0.00799517 0.00696666 0.00448308 0.00214977 0.00248358 0.00233331
internal_count=3910 3298 3083 2932 2564 2327 1844 1659 609 290 1050 319
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=9
num_cat=0
split_feature=1 160 52 52 0 0 0 3
split_gain=2.93512e-05 4.80405e-05 7.37265e-05 6.42609e-05 6.7116e-05 6.46842e-05 5.96286e-05 2.98905e-05
threshold=0.12864500000000004 0.084835000000000008 -0.087604999999999988 0.11588000000000002 -0.072864999999999985 0.14676000000000003 -0.17106499999999999 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.026656243702408617 0.011296478086807466 0.012156941330410377 0.013879486422512936 -0.023181979109917965 0.03425025966824214 -0.00034744379929792571 -0.022366818603107495 -0.00068379295786813454
leaf_weight=0.0013670304630628155 0.0019247226864797231 0.0019121572461057454 0.0011438400866710156 0.0011262978222277599 0.0010789462953388162 0.0010826016466942839 0.0015501255007564826 0.0010778076035148102
leaf_count=585 331 468 131 531 316 48 1403 97
internal_value=0 -0.00215287 -0.00540003 -0.00128395 0.00287286 0.0169222 -0.00517859 -0.0134738
internal_weight=0 0.0103388 0.00842665 0.00705962 0.00593332 0.00216155 0.00377177 0.00262793
internal_count=3910 3579 3111 2526 1995 364 1631 1500
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=12
num_cat=0
split_feature=484 42 43 16 42 16 0 2 457 1 13
split_gain=0.000119958 6.92867e-05 7.60497e-05 0.00010546 8.05193e-05 7.39595e-05 0.000110144 9.31386e-05 7.30393e-05 9.56614e-05 0.000173933
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 0.085775000000000004 -0.094359999999999986 -0.18901999999999997 0.098195000000000018 0.083585000000000007 0.095575000000000007 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 10 -7
right_child=1 2 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-0.00064689123161856506 -0.00044599569996479774 0.00054746237269691746 -0.00046778097454395774 -0.00045546617013450069 -0.00027877750407402375 0.00051995648793145232 -0.00011996137801629018 0.00068804605203080663 0.00081371641280804429 0.00061185365466817057 -0.00062818022589198209
leaf_weight=0.0010460468212506084 0.0010312199819848952 0.001221736722948538 0.0013329775081605266 0.0014794049407372461 0.0017182126676439568 0.0010161032587825982 0.001212191533946166 0.0010017254544732452 0.0010336072218453812 0.0014085584823807862 0.0010130494126163602
leaf_count=612 215 151 116 368 1022 334 209 131 127 200 425
internal_value=0 4.24121e-05 8.29068e-05 3.23029e-05 0.000106417 0.00018896 -2.24773e-05 0.000245636 0.000356684 0.000219269 -5.32479e-05
internal_weight=0 0.0134688 0.0124376 0.0112158 0.00973643 0.00801821 0.00354689 0.00221392 0.00447132 0.00343771 0.00202915
internal_count=3910 3298 3083 2932 2564 1542 456 340 1086 959 759
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=12
num_cat=0
split_feature=14 484 157 132 42 43 3 49 48 16 15
split_gain=0.000192565 0.000135005 0.00015499 8.4748e-05 9.03975e-05 0.000108107 0.00014503 6.61754e-05 0.000121732 0.00010732 0.000139518
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -1.0000000180025095e-35 -0.019509999999999996 -0.075954999999999981 0.093425000000000022 0.086125000000000021 -0.055679999999999993 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 10 -7
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00062650871700925005 -0.00083638462987842862 0.00078134855387209203 -0.00045877536774114518 0.00055531305396517899 -2.3768199292791044e-05 0.00080349688818748743 0.00087778240318773214 0.00036204930061151905 -0.00063511384832098613 -0.00035241109134933935 -0.00021050557253462769
leaf_weight=0.0010370808347331855 0.0010001353134611026 0.0011955252967584028 0.0015050086132567921 0.0011123122616845541 0.001519774074033327 0.0010835583275272467 0.0012504781548440839 0.0010777283323276272 0.0015403439692295148 0.0016612178074677519 0.0010060668319533958
leaf_count=583 153 389 750 274 388 123 354 116 148 260 372
internal_value=0 5.4217e-05 0.000108723 4.03237e-05 -1.34925e-05 5.98352e-05 0.000383187 -8.08115e-05 -0.000171015 1.95747e-05 0.000315297
internal_weight=0 0.0139891 0.012952 0.0117565 0.0106442 0.00913917 0.00277025 0.00636892 0.00529119 0.00375084 0.00208963
internal_count=3910 3757 3174 2785 2511 1761 742 1019 903 755 495
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=10
num_cat=0
split_feature=132 43 43 52 16 43 49 15 1
split_gain=2.67764e-05 4.99526e-05 8.9182e-05 5.0322e-05 9.23513e-05 4.70119e-05 4.20535e-05 6.52497e-05 4.86781e-05
threshold=0.080815000000000012 -0.080894999999999981 -0.019509999999999996 -0.074484999999999982 -0.0083999999999999995 -0.18906999999999999 -0.029304999999999998 -0.19153499999999998 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 6 -1 -5 -8 -9
right_child=-2 2 3 4 -6 -7 7 8 -10
leaf_value=-0.0019122495159344386 0.014675295439562239 0.029464921151691238 -0.016377333263427076 0.012301826358831779 0.024276902720851427 -0.028330772398688399 -0.031294156872613575 -0.015626693619982073 0.015385016043152153
leaf_weight=0.0015728572152667148 0.0011226750934681491 0.0010565187711307393 0.001755842098089027 0.0010742032857123645 0.0014984672028980506 0.0011781135720913764 0.0010229406250769025 0.0010247217760869566 0.0010001907558483034
leaf_count=236 395 678 404 127 205 766 159 794 146
internal_value=0 -0.00152494 0.00229221 -0.00159975 0.00301674 -0.0132261 -0.00471184 -0.0107082 -0.000308686
internal_weight=0 0.0111839 0.00843288 0.00737637 0.00562052 0.00275097 0.00412206 0.00304785 0.00202491
internal_count=3910 3515 2513 1835 1431 1002 1226 1099 940
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=9
num_cat=0
split_feature=11 43 2 42 49 160 2 150
split_gain=2.52951e-05 3.53747e-05 7.24647e-05 5.62278e-05 4.7854e-05 5.82476e-05 5.5455e-05 6.99184e-05
threshold=0.079700000000000007 -0.053009999999999995 0.096540000000000015 0.085195000000000007 0.093425000000000022 -0.026849999999999995 0.089910000000000004 0.083205000000000015
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=-0.015333041413363384 -0.014864460148212966 0.012670404357831953 0.027967149185237683 0.01291885981374692 0.016515843187418017 -0.025515995535128524 -0.014606605688538785 0.017524845216065867
leaf_weight=0.0013302453839466929 0.0010525945996863557 0.001258593111670054 0.0013251933015965356 0.0014974793854134142 0.0010699508237908533 0.0017731730362648157 0.0018977063554838241 0.001052998476051668
leaf_count=667 254 333 466 584 251 836 402 117
internal_value=0 0.00134929 0.00867123 -0.00037167 -0.00296234 -0.00644597 -0.0115392 -0.00314007
internal_weight=0 0.0112053 0.00415292 0.00282772 0.00705242 0.00598247 0.00472388 0.0029507
internal_count=3910 3656 1717 1251 1939 1688 1355 519
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=12
num_cat=0
split_feature=484 15 11 3 16 0 1 15 16 0 15
split_gain=0.000142635 0.000104354 9.5527e-05 7.97549e-05 9.29797e-05 0.00010847 0.000115539 0.000182763 8.26486e-05 6.21634e-05 3.11654e-05
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.23029999999999998 0.095575000000000007 -1.0000000180025095e-35 -0.055679999999999993 -0.024394999999999997 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 -8 -9 -10
right_child=1 2 -4 4 5 6 8 9 10 -11 -12
leaf_value=-0.00067632169135818578 0.00056153123047637137 0.00046037228836131732 -0.00055661371200505319 -0.00050174816041405064 0.00061019581954825576 -0.0009147360294773499 0.00057682731095222547 0.00030412115613106226 -0.00027451287789951863 -0.00030015524858330604 0.00019982882227097403
leaf_weight=0.0011137067136049493 0.0013954801897608652 0.0015661001958213782 0.0010963468920548109 0.0013131615053264241 0.0011815517847107975 0.0011658755030176365 0.0014824684795148859 0.0013831355602840624 0.001015652671239882 0.0012424787885931383 0.0011195506237127312
leaf_count=612 278 125 217 222 48 749 156 1097 159 85 162
internal_value=0 5.2839e-05 -3.65087e-06 4.92036e-05 -1.58146e-05 5.84644e-05 -2.95212e-05 -0.000268698 0.000221147 1.81688e-05 -2.58014e-05
internal_weight=0 0.0139618 0.0125663 0.01147 0.00990387 0.00859071 0.00740916 0.00379149 0.00361767 0.00262561 0.0021352
internal_count=3910 3298 3020 2803 2678 2456 2408 1931 477 1182 321
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=11
num_cat=0
split_feature=484 15 159 49 3 43 0 47 52 12
split_gain=0.000142811 5.81083e-05 9.76122e-05 8.67695e-05 8.32979e-05 0.000136845 0.000147463 0.000156337 0.000113499 6.36736e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.078065000000000009 -0.006494999999999999 -0.10315499999999998 -0.079109999999999986 -0.10462499999999998 0.078345000000000012 -0.074484999999999982 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 -7 -5
right_child=1 2 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00070348578454704604 0.00060274438187109182 -0.00061262279197711969 0.00044367417604441247 0.00022541890158872738 -0.00052950461789489723 -0.00015956447110675355 0.00079736719019351274 -0.00062667933810287382 0.0007603631314428526 -0.00028338341456590169
leaf_weight=0.0010383883890961896 0.0014017199107035838 0.001407877076740378 0.0011096638014584208 0.0017949802265748681 0.0011644186783937123 0.0010116412901801652 0.0012449031627761818 0.0010278164709957086 0.0010516897837458943 0.0019984481570624064
leaf_count=612 163 209 206 126 467 48 478 92 175 1334
internal_value=0 5.17074e-05 -8.42775e-05 -0.000196913 0.000176044 6.73056e-05 0.000227575 -1.89807e-06 0.000309327 -4.26276e-05
internal_weight=0 0.0132132 0.00631097 0.00520131 0.00690219 0.00550047 0.00433605 0.00309115 0.00206333 0.00379343
internal_count=3910 3298 1875 1669 1423 1260 793 315 223 1460
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=8
num_cat=0
split_feature=16 0 150 15 160 2 43
split_gain=2.57651e-05 7.21825e-05 8.44218e-05 7.18374e-05 5.23362e-05 9.34075e-05 7.23197e-05
threshold=-0.055679999999999993 -0.11756999999999999 0.077110000000000012 -0.03231499999999999 -0.026849999999999995 0.106285 -0.06705499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.019606023056474742 0.0089311646817692523 0.02936087767169536 0.014402363240692891 -0.0014318663107078331 -0.0072885347085239766 0.014157540658475555 -0.038374184938498535
leaf_weight=0.0018644278106558537 0.0019546900802943678 0.0016740895464340461 0.0011995686612518569 0.0013839357373510268 0.001874232004880545 0.0011027243603129282 0.001245915460190116
leaf_count=295 715 606 129 1034 487 290 354
internal_value=0 0.00455629 -0.00629158 0.0154254 -0.00459759 -0.0108598 -0.0197014
internal_weight=0 0.00612202 0.003064 0.00305803 0.00617756 0.00422287 0.00312015
internal_count=3910 2064 424 1640 1846 1131 841
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=11
num_cat=0
split_feature=484 42 160 1 42 43 160 47 15 43
split_gain=0.000183485 6.81156e-05 8.56382e-05 6.85348e-05 7.93862e-05 8.55352e-05 8.22662e-05 9.21369e-05 0.000193495 9.06589e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.12864500000000004 0.092635000000000009 -0.083899999999999988 -0.080734999999999987 0.086425000000000016 -0.094924999999999995 0.052855000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 -10
right_child=1 2 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00080731336829819385 -0.00043527219646914066 0.00053508048543272121 -0.00040505806281214895 0.00054500711547362211 -0.00035412445357926756 -0.00041920126023671782 0.00095901826481800559 -0.00033420175653273886 -0.00027652226392380644 0.00039663748555468715
leaf_weight=0.0010358769948940064 0.0010308366063102236 0.001795833735135967 0.0012157747652668761 0.0014223965588403163 0.0013657592604852326 0.001169847408788673 0.0011895865890209634 0.0011693019003876188 0.0016952043689555402 0.0014081166771863652
leaf_count=612 215 500 197 268 563 351 127 150 761 166
internal_value=0 4.90787e-05 8.92407e-05 0.000142821 8.44086e-05 0.000155474 5.26837e-05 0.000153748 0.000286655 2.89207e-05
internal_weight=0 0.0134627 0.0124318 0.011216 0.00979365 0.00842789 0.00663206 0.00546221 0.00429291 0.00310332
internal_count=3910 3298 3083 2886 2618 2055 1555 1204 1054 927
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=12
num_cat=0
split_feature=484 42 160 484 133 2 1 150 42 16 3
split_gain=0.000127499 7.57468e-05 7.10557e-05 6.57196e-05 0.000116696 0.000122502 0.000149277 0.000127939 8.19667e-05 6.1276e-05 4.57747e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.08764000000000001 -0.0023199999999999996 0.10113500000000002 0.11287500000000002 0.087235000000000021 0.085545000000000024 -0.27337499999999998 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 9 8 10 -7 -6
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0006713806844969221 -0.00046982834150227182 -0.00037532914979366845 -0.00036360118121646465 -0.00033474165764708506 0.0010460383747275261 4.8921782142459551e-05 0.00058527710077369412 -0.00018193665282505194 0.00020222979581386495 -0.00057245584812237629 0.00055806486841505443
leaf_weight=0.0010324926485225363 0.0010219375527191566 0.0012669909081044249 0.0012228224310537232 0.0010436853547280385 0.0013220945719775174 0.001118316073099021 0.001076595315094615 0.0010174794571284783 0.0014262600191137526 0.0013427648730678669 0.0016760141452239173
leaf_count=612 215 831 197 329 367 88 204 140 508 276 143
internal_value=0 4.34494e-05 8.53688e-05 0.000133996 0.00018174 0.000260342 -2.3704e-05 0.000444996 0.000589173 -0.000290102 0.00077325
internal_weight=0 0.013535 0.012513 0.0112902 0.0102465 0.00897952 0.00353768 0.00544185 0.00442437 0.00246108 0.00299811
internal_count=3910 3298 3083 2886 2557 1726 568 1158 1018 364 510
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=11
num_cat=0
split_feature=484 3 160 123 1 2 15 42 2 13
split_gain=0.000163774 5.80571e-05 0.000106456 8.87079e-05 0.00010092 0.000103969 8.06455e-05 0.000150919 0.000128275 0.000111911
threshold=-0.0043499999999999988 -0.16059999999999997 0.091575000000000017 0.084495000000000015 0.12864500000000004 0.11735000000000002 1.0000000180025095e-35 0.083970000000000017 0.086245000000000002 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0007262330541425745 0.0004556613555461419 0.00090262088722501614 -0.00055739666468397262 -0.00048360403425051291 0.00055195943413939086 -0.00054818843602803824 -0.00026616610534186059 -0.00031513778242655963 0.00057377861567085408 -0.00017214056906137811
leaf_weight=0.0011168784324937916 0.001259647208832859 0.0013713774229840662 0.0011394823305680901 0.0010105264356769931 0.0017665260386603475 0.0010264198820936071 0.0016574494889466471 0.0015017334226520521 0.0014739337376670327 0.0016268003198584785
leaf_count=612 191 182 217 233 191 191 1179 472 208 234
internal_value=0 5.43311e-05 1.41272e-05 7.10799e-05 0.000124851 3.77035e-05 0.000116507 0.00022268 0.000403279 0.000182432
internal_weight=0 0.0138339 0.0125742 0.0114348 0.0104242 0.00865771 0.00763129 0.00597384 0.00447211 0.00310073
internal_count=3910 3298 3107 2890 2657 2466 2275 1096 624 442
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=11
num_cat=0
split_feature=484 42 160 484 1 42 43 2 2 16
split_gain=0.000155119 6.31446e-05 0.000102172 6.90996e-05 0.000101168 0.000130496 0.000128933 7.52209e-05 0.000129636 6.12419e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 0.08764000000000001 0.12263000000000002 0.092635000000000009 -0.083899999999999988 0.10393500000000001 0.081110000000000015 -0.049719999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.00073058463279106146 -0.00041104258619291395 0.00070754598218930012 -0.00044787076526054255 -0.00032539867768265898 0.00064661249503198401 -0.00048540533169170368 -0.00021110619207340356 -0.00023658376425849959 0.00023627346988696601 0.00087971404548460705
leaf_weight=0.0010518925480119306 0.0010482843150920627 0.0015794929636909144 0.0012242973422126385 0.001069768691049325 0.0016270320350355852 0.0012031846379422289 0.001503874542504966 0.0019619987101499627 0.001247021721268352 0.0010455303898916622
leaf_count=612 215 422 197 329 262 509 335 312 521 196
internal_value=0 5.11473e-05 9.00254e-05 0.000148626 0.000198497 0.000113133 0.000211275 7.5151e-05 0.000236256 0.000529718
internal_weight=0 0.0135105 0.0124622 0.0112379 0.0101681 0.0085411 0.00733792 0.00575843 0.00379643 0.00229255
internal_count=3910 3298 3083 2886 2557 2295 1786 1364 1052 717
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=14
num_cat=0
split_feature=484 42 42 48 47 47 0 49 43 12 4 4 43
split_gain=0.000194784 9.15232e-05 9.32297e-05 0.000112671 0.000106085 0.000149271 0.000126778 0.000113639 0.000141797 9.3593e-05 0.000158494 0.000102142 8.33725e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.10138000000000001 0.11930500000000001 0.10561500000000001 0.086425000000000016 -0.23029999999999998 -0.084934999999999997 -0.077544999999999989 1.0000000180025095e-35 -0.06272999999999998 -1.0000000180025095e-35 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 12 11 -11 -10 -9
right_child=1 2 -4 -5 -6 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.00078084422212027025 -0.00049540530477252935 0.00080893453320847952 -0.00045850073181300313 -0.00046107859718132497 0.00076309733992973975 -0.0005458840225604141 -0.00047831381728942495 0.00024484973279946022 0.00016918483631124247 -0.00022212971898433737 0.00079319613414963479 -0.00068815647460202488 0.0010066107403977869
leaf_weight=0.001178359124223532 0.0011005222195412502 0.0012112606628091899 0.0010837335058470369 0.0010878815085605476 0.0011533692931247419 0.0011014967461977611 0.0010339924992227439 0.0011015655034133879 0.001027459417960952 0.0011734479157677112 0.00119109039476451 0.0011130162579806092 0.0011080086719471105
leaf_count=612 215 84 422 99 106 166 156 271 133 690 337 202 417
internal_value=0 4.8145e-05 9.28316e-05 0.000141398 0.000199842 0.000135273 0.000219013 0.000126796 0.000219978 2.04243e-05 0.000289321 -0.00027662 0.000626841
internal_weight=0 0.0144868 0.0133863 0.0123026 0.0112147 0.0100613 0.00895984 0.00774858 0.00671459 0.00450501 0.00236454 0.00214048 0.00220957
internal_count=3910 3298 3083 2661 2562 2456 2290 2206 2050 1362 1027 335 688
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=12
num_cat=0
split_feature=484 42 43 16 474 160 4 4 2 3 15
split_gain=0.000169488 6.52546e-05 8.21888e-05 8.53814e-05 0.000108232 0.000159842 0.000128858 0.000100675 9.63356e-05 0.000131228 5.89646e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.26538000000000006 0.084655000000000022 -0.080734999999999987 -0.0025899999999999994 0.015635000000000003 0.113945 0.0039000000000000003 0.014775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 10 -8 9 -9 -7
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00075928428735606856 -0.00042561673474901762 0.00056786783667706867 -0.00068684602376241387 -0.0003997288844544472 0.00070694633212814505 0.00068552070527227733 -0.00057123165767090066 -4.3900203354290773e-05 -0.00034361637692548847 0.00084876839806686361 9.0558013790847353e-05
leaf_weight=0.001065579671427056 0.0010156886345665276 0.0012518399727184911 0.0010422343224237131 0.0014859881054575573 0.0010269832383700559 0.0017706747022302738 0.001129828958719944 0.0016113579916516947 0.0013061185945770536 0.0010429498416351891 0.001003315079540365
leaf_count=612 215 151 483 368 237 264 175 245 177 93 890
internal_value=0 5.25857e-05 9.09168e-05 3.86318e-05 0.000104208 3.47078e-05 0.000130334 -5.49509e-05 9.23335e-05 0.000306854 0.000470331
internal_weight=0 0.013687 0.0126713 0.0114195 0.00993346 0.00890648 0.00786425 0.00509026 0.00396043 0.00265431 0.00277399
internal_count=3910 3298 3083 2932 2564 2327 1844 690 515 338 1154
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=10
num_cat=0
split_feature=48 16 47 47 51 15 12 2 3
split_gain=2.67751e-05 5.86263e-05 4.04588e-05 5.06343e-05 7.81012e-05 8.68372e-05 5.84012e-05 7.56934e-05 5.12268e-05
threshold=0.11930500000000001 -0.50388999999999984 0.10783500000000001 0.077065000000000008 0.08955500000000001 -0.09547499999999999 0.098845000000000016 0.093815000000000009 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.019331117450129272 -0.01527155125632669 0.028585145173994249 0.016295267523927806 -0.023555184526263151 -0.026249670992153848 0.0079644616660961339 -0.023550086575474291 0.018237881644421566 -0.020568716244080874
leaf_weight=0.0015628990043176855 0.0010609885030056004 0.0011153206981900964 0.0011299660511190556 0.0011310638742761123 0.0010468400469966724 0.0011091202026844141 0.001024879108098291 0.0018696083389145189 0.0014541803214486988
leaf_count=249 161 374 138 304 341 810 326 434 773
internal_value=0 0.00133436 -0.00151223 -0.0038116 -0.000880974 0.00315927 -0.00203661 0.00293726 -0.00822263
internal_weight=0 0.0114439 0.00988098 0.00875101 0.00761995 0.00657311 0.00545779 0.00443291 0.0025633
internal_count=3910 3749 3500 3362 3058 2717 2343 2017 1583
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=9
num_cat=0
split_feature=475 42 151 43 4 42 4 4
split_gain=2.49083e-05 4.25303e-05 6.72584e-05 6.4643e-05 0.000113514 8.4209e-05 7.07731e-05 8.9965e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.17888000000000001 0.092395000000000019 -0.0025899999999999994 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.013116887363745448 -0.013759824226770471 -0.018063130876108023 0.037671797711143193 -0.014640876506433507 0.021434604696849283 0.00074345602039740271 -0.023919336407651523 0.025180195997779316
leaf_weight=0.0013090439386441747 0.0015754974351654049 0.0012101426791239723 0.0013418915548120821 0.0012689952466665409 0.0019142318978093101 0.001143891184555006 0.0016650362325254424 0.0010260934807155744
leaf_count=621 994 242 486 127 232 280 261 667
internal_value=0 0.00146483 0.00397117 0.00716067 0.00144054 0.0206784 -0.00822412 0.00316242
internal_weight=0 0.0111458 0.00957028 0.00836014 0.00587436 0.00248578 0.00396012 0.00229509
internal_count=3910 3289 2295 2053 1287 766 1055 794
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=10
num_cat=0
split_feature=1 4 151 4 3 47 1 49 43
split_gain=2.57228e-05 7.51297e-05 3.45725e-05 6.84871e-05 8.20674e-05 5.25321e-05 0.000133783 2.69964e-05 2.60597e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.0051950000000000008 -0.010319999999999998 0.09252500000000001 0.10723500000000001 -0.024179999999999997 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 -4 6 -5 -8 -1
right_child=2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.0054729918078984469 0.01937216889637396 -0.022616172486564858 0.0068907758399523941 0.045175200077554607 -0.028103151672796686 -0.0064364073490138542 -0.01067986784366274 0.011821095862391448 0.017252835864107623
leaf_weight=0.0010012371169571179 0.0011129762725633902 0.0016863494242013799 0.0012243241500891583 0.0010138326024548552 0.0014806482048960799 0.0017282423428157277 0.001021445277679917 0.0011155637477622414 0.0010172099226268272
leaf_count=380 194 1586 784 120 255 191 74 284 42
internal_value=0 -0.00703649 0.00291377 0.000498462 -0.0122642 0.00757411 0.0152589 0.00106611 0.00597984
internal_weight=0 0.0037048 0.00869703 0.00758406 0.00270497 0.00487908 0.00315084 0.00213701 0.00201845
internal_count=3910 2008 1902 1708 1039 669 478 358 422
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=12
num_cat=0
split_feature=14 484 157 42 47 3 49 15 0 13 16
split_gain=0.000241809 0.000149275 0.000137732 0.000107105 0.000108942 0.000117248 0.000121408 9.74628e-05 0.000120503 4.63761e-05 2.73199e-05
threshold=0.05884000000000001 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -0.12008499999999998 -0.085174999999999987 -0.095799999999999982 -0.083564999999999987 -0.088004999999999986 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 10 -9 -10 -8
right_child=-2 2 3 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.00063388615604002905 -0.00093659002048965398 0.00073356025836779576 0.00049529549690272012 -0.00055290183101418537 0.00054471966138126403 -0.00065482437109331073 -9.7854401295007371e-05 0.00055034409835553197 0.00021220597607281522 -0.00034424346369001238 -0.0005413158924903169
leaf_weight=0.0011077930650165635 0.0010049186456613695 0.0012546217824711227 0.0016510497723164529 0.0010325270093621457 0.0018291192729328132 0.0011954779156836378 0.0010787073471358666 0.0019825848781914492 0.0010072264224505706 0.0013445130214056185 0.0010579170356590742
leaf_count=583 141 389 202 382 158 153 221 620 78 796 187
internal_value=0 5.79242e-05 0.000114973 5.125e-05 0.000107214 2.13265e-05 -8.07479e-05 2.531e-05 0.000194264 -0.000105922 -0.000317428
internal_weight=0 0.0145415 0.0134337 0.0121791 0.0111466 0.00931748 0.00766643 0.00647095 0.00433432 0.00235174 0.00213662
internal_count=3910 3769 3186 2797 2415 2257 2055 1902 1494 874 408
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=12
num_cat=0
split_feature=14 484 157 132 13 49 3 3 12 2 15
split_gain=0.000180677 0.000169006 0.00014114 8.41435e-05 0.000100357 9.30237e-05 0.000125045 0.000139529 7.70093e-05 0.000109397 5.7727e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.083514999999999992 0.073145000000000016 0.11265500000000002 -0.075679999999999983 0.095295000000000019 0.092635000000000009 -0.077959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -6 9 -4 -9
right_child=-2 2 3 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0007046352555818956 -0.00080949128671943798 0.00075813070910952065 6.0677293927234442e-05 0.00057139462668639226 -0.00052709683230271157 0.00039968340902183275 -0.00085825503825950379 -0.00017068624201302171 -0.00013266660234204764 0.00091993396720076246 0.00036837391877252845
leaf_weight=0.0010468682011651456 0.0010010840917962808 0.0011892710915344202 0.001165946254839506 0.00107640604782338 0.0018824668819663421 0.0010553423789719449 0.0010171590984436873 0.0012945837332887906 0.0012030415912526946 0.0011139070079531238 0.0018627478223124968
leaf_count=583 153 389 436 274 895 332 68 201 77 197 305
internal_value=0 5.29689e-05 0.000114637 4.90691e-05 -3.99591e-06 -0.000137537 -0.00023114 -0.000104572 0.000268703 0.000480499 0.000147346
internal_weight=0 0.0139077 0.0128609 0.0116716 0.0105952 0.0071123 0.00605696 0.0050398 0.00348289 0.00227985 0.00315733
internal_count=3910 3757 3174 2785 2511 1801 1469 1401 710 633 506
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 42 4 4
split_gain=2.96062e-05 5.22762e-05 9.13046e-05 5.87714e-05 8.30937e-05 5.06433e-05 9.18524e-05 1.18957e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 -0.30307999999999996 0.08401500000000002 0.0057500000000000008 -0.065054999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0083443586324304601 -0.01462671614820488 -0.026447967945065987 0.01903588508691384 -0.022411671543705852 -0.020576075479364794 0.02106667812906254 0.013026235604030793 0.023639595236775331
leaf_weight=0.0010062986418506172 0.00125480366404604 0.0010807711824723891 0.0017306500188746313 0.0017633495766958959 0.0014911509041827711 0.0013016630659271754 0.0017900340771378421 0.0010278632555344956
leaf_count=70 279 209 395 330 1000 1218 191 218
internal_value=0 0.00157195 -0.00164915 -0.00646922 -0.00150559 0.00437656 -0.0022445 0.0160731
internal_weight=0 0.0111918 0.00915762 0.00742697 0.00566362 0.00458285 0.00328118 0.00203416
internal_count=3910 3631 3343 2948 2618 2409 1191 288
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=11
num_cat=0
split_feature=484 42 47 12 49 2 13 151 15 0
split_gain=0.000174159 6.47488e-05 8.50597e-05 8.15037e-05 0.0001126 9.73943e-05 0.000101858 0.000131686 8.37799e-05 8.09302e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 -0.0089849999999999982 -0.085974999999999982 0.10393500000000001 -0.10241499999999999 -0.0074049999999999993 -0.074174999999999977 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -7 -9
right_child=1 -3 -4 4 5 8 7 9 -10 -11
leaf_value=-0.00077439765321620933 -0.000362398307474637 -0.00042221333125308595 0.00049891372064315921 -0.00044827839066566007 0.00087430768246034123 0.00025029312460036975 0.00077900685861112214 0.0002383194559572493 -0.00045981497664230095 -0.00042727470052086414
leaf_weight=0.0010505335369197536 0.0017211813684078108 0.0010126684620873167 0.0017144124682391933 0.0012286277766191253 0.0011002840174834357 0.001216713050315993 0.0011114717691343883 0.0018734201500821245 0.0013448084539682608 0.0011235743037225658
leaf_count=612 395 422 171 164 84 176 212 1284 265 125
internal_value=0 5.45588e-05 9.33873e-05 2.85334e-05 0.000103305 0.000190521 0.000344464 0.000202567 -0.000122516 -1.1212e-05
internal_weight=0 0.0134472 0.0124345 0.0107201 0.0089989 0.00777027 0.00520875 0.00410847 0.00256152 0.00299699
internal_count=3910 3298 2876 2705 2310 2146 1705 1621 441 1409
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=12
num_cat=0
split_feature=484 1 12 131 2 3 0 43 2 2 4
split_gain=0.00017574 7.06635e-05 9.08522e-05 0.000101278 6.68946e-05 0.000144572 9.37615e-05 8.89041e-05 0.000145368 8.06056e-05 8.558e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.088565000000000019 0.11203000000000002 0.11818000000000002 -0.23029999999999998 -0.18906999999999999 0.097940000000000013 0.084235000000000018 -0.0031049999999999997
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 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00077120685299790742 0.00072307036552105583 0.00050916140683034919 -0.00053106622129636693 -0.00049891818967431217 0.0003472949867302948 -0.00060649839283156515 0.00064534433958805858 0.00048839145235127083 0.00053958293746633268 -0.00048471370555744863 -0.00027018308926247378
leaf_weight=0.0010790816540836466 0.001162304412271724 0.0011810096951876637 0.0010988211665737503 0.0011260430796625415 0.0011447225478231062 0.0013104203819402915 0.0010421996617710596 0.0010384312068103755 0.0015192713550395932 0.0017772051436946087 0.0012724153112053833
leaf_count=612 74 216 117 426 285 103 135 444 317 996 185
internal_value=0 5.07196e-05 7.37737e-06 5.93086e-05 0.000120533 -0.000161788 0.000209262 0.000119451 2.17061e-05 -0.000170756 7.06996e-05
internal_weight=0 0.0136728 0.0124918 0.011393 0.010267 0.00245514 0.00781183 0.00664952 0.00560732 0.00408805 0.00231085
internal_count=3910 3298 3082 2965 2539 388 2151 2077 1942 1625 629
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=10
num_cat=0
split_feature=14 15 131 13 2 15 42 3 0
split_gain=2.88719e-05 6.88081e-05 5.94167e-05 6.0597e-05 7.1843e-05 7.9782e-05 9.68259e-05 7.79721e-05 6.06934e-05
threshold=-0.13131999999999996 -0.14789999999999995 0.088565000000000019 -0.26418499999999995 0.11230000000000001 0.079360000000000014 1.0000000180025095e-35 -0.016619999999999996 -0.12329499999999999
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=-0.016007146295506151 0.026244466242077259 0.022948597950877003 -0.023205915606073761 0.036919685557711281 -0.022176156413966704 -0.022914324068543195 -0.012464640321316993 0.019707984089534836 -0.0098989186122656423
leaf_weight=0.0010415136118243013 0.0010145649089673111 0.0011577380615166366 0.0010832276222660789 0.0012212380293678245 0.0013935519930523693 0.0010277179602043223 0.0017289182193394731 0.0015702676513134894 0.0012385081267797231
leaf_count=172 324 106 482 377 345 1106 702 124 172
internal_value=0 0.00138418 -0.00103612 0.00153564 -0.00149493 0.0027517 0.00733197 0.0158249 0.00665305
internal_weight=0 0.0114357 0.0104212 0.00933794 0.0081802 0.00678665 0.00575893 0.00403001 0.00280878
internal_count=3910 3738 3414 2932 2826 2481 1375 673 296
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=8
num_cat=0
split_feature=1 42 160 49 15 0 52
split_gain=2.89393e-05 4.68674e-05 5.74171e-05 9.35279e-05 4.89327e-05 7.42987e-05 5.02323e-05
threshold=0.12730000000000002 0.092635000000000009 0.084835000000000008 -0.00064499999999999985 -0.11739999999999999 -0.083564999999999987 0.091210000000000013
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=-0.024765066496362308 0.010973765403218342 -0.019843418623274781 0.016117109902637733 -0.014455903162077148 0.021909984908416821 -0.018871571057952556 0.010332675395064626
leaf_weight=0.0016252639655394948 0.0019955353944475862 0.0013117885808200088 0.0018469168753006103 0.0013120341775508786 0.0019721935850054865 0.0011883569750126537 0.0011676949097227125
leaf_count=469 345 701 411 220 830 690 244
internal_value=0 -0.00217088 0.000373174 -0.00362897 0.00246146 0.00758968 -0.00439751
internal_weight=0 0.0104242 0.00911246 0.00726554 0.00564028 0.00432825 0.00235605
internal_count=3910 3565 2864 2453 1984 1764 934
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=10
num_cat=0
split_feature=3 160 12 1 2 2 16 0 3
split_gain=2.69562e-05 4.33911e-05 4.13394e-05 5.59058e-05 0.000144957 0.000172802 6.77221e-05 5.09177e-05 7.57372e-05
threshold=-0.16059999999999997 0.091575000000000017 0.11655500000000001 0.11198000000000001 0.10679500000000001 0.097940000000000013 -0.064504999999999993 -0.073129999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 8 -2
right_child=1 -3 -4 6 -6 -7 -8 -9 -10
leaf_value=0.014553963464194512 -0.028462734775130366 -0.020380728497485151 -0.018670635907378007 0.030092704378704101 -0.032068489908400777 0.042321896678195504 -0.00085000171991869277 0.013255527365922483 0.0045095815417842914
leaf_weight=0.0011463141682365599 0.0013564350487406084 0.0011028681639899058 0.0010118611195857339 0.0013862856821571065 0.0013204701049025951 0.0010016148898316021 0.0014441624720999938 0.0011795608211283555 0.0014321959058795478
leaf_count=211 1783 359 158 297 298 220 203 257 124
internal_value=0 -0.00154409 0.000506156 0.00263365 -0.00261813 0.00520678 0.014305 -0.00416148 -0.0115287
internal_weight=0 0.0112355 0.0101326 0.00912072 0.00629028 0.00496981 0.00283045 0.00396819 0.00278863
internal_count=3910 3699 3340 3182 2682 2384 500 2164 1907
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=10
num_cat=0
split_feature=1 4 0 47 16 0 2 51 43
split_gain=2.63564e-05 6.49198e-05 3.48936e-05 7.49434e-05 8.94714e-05 0.000113818 9.4447e-05 0.000119907 1.44588e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.017269999999999997 0.11603500000000001 -0.110495 -0.15517999999999996 0.081110000000000015 0.085845000000000019 0.079060000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 -6 -8 -1
right_child=2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0035511061188439907 -0.0014498748344656922 -0.021830538006749084 0.018429952077080144 -0.023357464334378856 -0.027041581018688088 0.042859354388261314 0.025295586243309749 -0.017184175738913739 0.013384308168665846
leaf_weight=0.0010104946938768134 0.0011856954005623178 0.001654154932958795 0.0012485483309234765 0.0011292309958571209 0.0012660310659231102 0.001134350123014619 0.0014701543281103301 0.0012125081553025371 0.0010060214481238949
leaf_count=381 161 1586 336 153 619 247 254 132 41
internal_value=0 -0.00714708 0.00296652 0.000356775 0.00462858 0.0202144 -0.00452884 0.00609561 0.00489782
internal_weight=0 0.00367067 0.00864652 0.00739797 0.00626874 0.00232005 0.00394869 0.00268266 0.00201652
internal_count=3910 2008 1902 1566 1413 408 1005 386 422
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=11
num_cat=0
split_feature=484 52 52 474 160 42 12 151 2 2
split_gain=0.000195673 6.06002e-05 0.000117713 9.61194e-05 0.000136345 0.00017245 9.31764e-05 0.000120455 0.000155136 9.63609e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.10058500000000002 -0.0088999999999999982 0.086875000000000022 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 -10
right_child=1 2 3 -5 5 6 -8 8 9 -11
leaf_value=-0.00080567514303750876 -0.00040272977028097854 0.00071940004315667065 -0.0006221904958948212 0.00060806865788321689 -0.00067556469306659622 -0.00019054407460587084 -0.00030062893191449896 -7.5390109432911417e-05 0.00092119182667761181 0.00024833929240656216
leaf_weight=0.001109682635591522 0.0010497176550093518 0.0010406057534988961 0.0012862988330304597 0.0010146350929931694 0.0010886144986853299 0.001780317071807056 0.0014333972169024572 0.0017337854591194832 0.0019998887197820725 0.0013850501518140354
leaf_count=612 369 260 534 223 709 229 130 439 260 145
internal_value=0 5.01334e-05 8.73812e-05 3.12745e-05 -2.33829e-05 5.8375e-05 0.000154263 0.000248774 0.000401571 0.000645874
internal_weight=0 0.0138123 0.0127626 0.011722 0.0107074 0.00942105 0.00833244 0.00689904 0.00511872 0.00338494
internal_count=3910 3298 2929 2669 2446 1912 1203 1073 844 405
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=10
num_cat=0
split_feature=14 2 4 15 43 51 15 15 1
split_gain=2.68501e-05 6.28712e-05 7.63772e-05 7.25663e-05 5.04337e-05 6.49e-05 5.37009e-05 4.76313e-05 3.36082e-05
threshold=-0.13131999999999996 0.10946500000000002 -0.34687499999999999 -0.074174999999999977 -0.079109999999999986 -0.0055949999999999984 -0.017214999999999998 -0.095799999999999982 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -4 -7 -9
right_child=1 3 4 -5 5 7 -8 8 -10
leaf_value=-0.015521943725561375 -0.026151584015065454 0.035432284045275826 -0.026269870956846228 0.0023612407653493834 0.029088275218114568 -0.013251901177353601 0.0034863470306443984 -0.0033798660865536397 0.02132669611417411
leaf_weight=0.0010281230188332385 0.0012213159067230332 0.0010253969074464765 0.0011662837543405604 0.0018799327648866544 0.0010330372386813578 0.001467031843366533 0.0012635850137999603 0.0010185050597278523 0.0011984150882919558
leaf_count=172 209 280 564 378 212 274 516 871 434
internal_value=0 0.00135921 -0.00304105 0.0140332 0.000908274 0.0069375 -0.010796 0.000726085 0.00997592
internal_weight=0 0.0112735 0.00836817 0.00290533 0.00714686 0.00471699 0.00242987 0.00368395 0.00221692
internal_count=3910 3738 3080 658 2871 1791 1080 1579 1305
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=10
num_cat=0
split_feature=11 43 15 0 52 16 1 3 4
split_gain=2.73507e-05 3.89463e-05 6.41729e-05 0.000123821 4.72251e-05 6.07087e-05 9.41808e-05 0.000112218 0.000152623
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.017269999999999997 0.10701500000000001 0.050115000000000007 0.11215000000000001 0.096385000000000012 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -3
right_child=-2 4 3 -5 -6 -7 -8 -9 -10
leaf_value=0.024168486284517905 -0.015454437164885822 0.016682626595989805 -0.021208803343448809 0.02394656641322121 0.01502316900731881 -0.02662650858155596 -0.025497064798596994 0.03478871652447476 -0.034210173322185178
leaf_weight=0.0016801434729193749 0.0010529342412506958 0.001393749767775014 0.0013693693770945965 0.0010911309979143779 0.0011932658425426396 0.0012226017915196079 0.0012157727025068651 0.001015335480660795 0.0010208758933820991
leaf_count=805 254 827 802 110 312 258 181 82 279
internal_value=0 0.00140296 0.0091031 -0.00118425 -0.00311209 -0.00679971 -0.00158196 0.00689491 -0.00483426
internal_weight=0 0.0112022 0.00414064 0.0024605 0.0070616 0.00586834 0.00464573 0.00342996 0.00241463
internal_count=3910 3656 1717 912 1939 1627 1369 1188 1106
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 160 12 151 2 52
split_gain=0.00015167 7.70674e-05 0.000110805 8.04655e-05 0.000122008 0.000127731 9.42424e-05 0.000101461 0.000154141 0.000118315 2.84836e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084145000000000011 -0.080734999999999987 -1.0000000180025095e-35 0.087825000000000014 0.099370000000000014 -0.0080899999999999982 0.091985000000000011 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -10 -11
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.0007172546375429715 -0.00046287505241713993 0.00071151343319619971 -0.00059860468484414968 0.00056728551584635137 -0.00058901727503092008 -0.00024342015717294211 -0.00032553454375059597 -0.00020009105705207265 0.00017350214899823209 0.0010752164941953354 0.00063560061824087825
leaf_weight=0.0010458047972663051 0.001007853146291887 0.0010460540704924698 0.001189740145100795 0.0010272419182322584 0.0010057425778513289 0.0011825950706995502 0.001323388242118112 0.0015080863265160421 0.0017099672209802616 0.0011397703944016936 0.001126863151375862
leaf_count=612 369 260 516 243 709 173 145 136 510 147 90
internal_value=0 5.83325e-05 0.000101181 4.42456e-05 -8.5014e-06 6.95374e-05 0.000152426 0.000247297 0.000378073 0.000562897 0.00085666
internal_weight=0 0.0132673 0.0122594 0.0112134 0.0101862 0.00899641 0.00799067 0.00666728 0.0051592 0.0039766 0.00226663
internal_count=3910 3298 2929 2669 2426 1910 1201 1056 920 747 237
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=10
num_cat=0
split_feature=158 50 156 133 12 15 49 12 0
split_gain=2.87823e-05 6.95852e-05 5.45652e-05 6.23025e-05 9.26752e-05 8.69182e-05 9.28501e-05 8.62133e-05 5.50213e-05
threshold=0.082560000000000008 0.086465000000000014 0.084090000000000012 0.087895000000000015 -0.036459999999999992 -0.07142999999999998 -0.049989999999999993 1.0000000180025095e-35 -0.21145499999999998
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=-0.018152736347035181 -0.016141370297120525 -0.023339340806179894 -0.015936719297896262 -0.015800492414174205 -0.015697242793803932 -0.0023512803368401108 0.054661758651596996 0.019121146205554492 0.012149397455679396
leaf_weight=0.0010351499050571837 0.001017597813792597 0.0010304181362738871 0.00121695226317172 0.001087852419884708 0.0011795982048201648 0.001004717200121246 0.0011183566937641668 0.0017514375396884465 0.0017806549537062052
leaf_count=234 457 689 483 561 71 105 91 850 369
internal_value=0 0.00142372 0.00393154 0.00663073 0.00973138 0.0139545 0.0238116 0.0329713 0.0010531
internal_weight=0 0.0112051 0.0101747 0.00895777 0.00786991 0.00683476 0.00387451 0.00286979 0.00296025
internal_count=3910 3453 2764 2281 1720 1486 1046 941 440
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 151 12 2 2 0
split_gain=0.000119818 8.37251e-05 0.000105215 0.000109677 0.000125028 0.000152772 6.79693e-05 8.74279e-05 0.000151972 9.02526e-05 2.32361e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.10058500000000002 0.086875000000000022 0.11203000000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 10 -10
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00061892647871328505 -0.00047706425836755692 0.00068807467727465639 -0.00059116560564256002 0.00065127873905592966 -0.00062600943504255121 -0.00017423980515356055 -0.00011835986767643166 -0.00021237974240819821 0.001074222727402372 0.00022337219926849767 0.0006534747750058218
leaf_weight=0.0011116365341678489 0.0010696717151938645 0.001051941118239399 0.001286680158216571 0.0010328280115313596 0.0011023647027092005 0.0019129354443613257 0.0017124542855840117 0.0012804035882912623 0.0010087701012394536 0.0014568842017524961 0.0010097747146195488
leaf_count=612 379 250 534 223 709 248 439 111 122 145 138
internal_value=0 5.00151e-05 9.38735e-05 4.09158e-05 -1.76157e-05 6.02004e-05 0.000150456 0.000246482 0.000359732 0.000595303 0.000863744
internal_weight=0 0.0139247 0.012855 0.0118031 0.0107703 0.00948359 0.00838122 0.00646829 0.00518788 0.00347543 0.00201854
internal_count=3910 3298 2919 2669 2446 1912 1203 955 844 405 260
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=10
num_cat=0
split_feature=49 3 3 12 52 15 3 52 1
split_gain=2.77054e-05 0.000106981 6.80426e-05 7.47306e-05 7.67283e-05 5.05266e-05 0.000104078 5.00703e-05 3.70129e-05
threshold=-0.029304999999999998 -0.08348499999999999 -0.040669999999999991 0.093375000000000014 0.0033900000000000002 -0.017214999999999998 0.094625000000000015 0.016565000000000003 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -4 -7 -3
right_child=2 8 5 -5 -6 7 -8 -9 -10
leaf_value=0.032575983471959051 -0.021268964840760175 -0.018092767979741343 0.020801081724356279 -0.029543902463554695 0.014825602085657676 0.030058799736247352 -0.019534669728028416 0.00013459272608875688 0.0081801849247413426
leaf_weight=0.0011401413445904585 0.0010748992156849675 0.0011036341620019926 0.0010285901909261076 0.0015813937786730327 0.0013026888441261112 0.0011888540939019631 0.0016919735766859076 0.0010556828002193141 0.0010429244209667309
leaf_count=180 917 159 287 910 814 154 209 60 220
internal_value=0 0.00782084 -0.00291886 -0.0126976 -0.00149262 0.0048783 -0.00428454 0.0159844 -0.00532782
internal_weight=0 0.0032867 0.00892408 0.00395898 0.00237759 0.0049651 0.00272056 0.00224454 0.00214656
internal_count=3910 559 3351 2641 1731 710 496 214 379
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=9
num_cat=0
split_feature=1 3 3 42 2 13 0 4
split_gain=2.82119e-05 6.88095e-05 7.09943e-05 8.60844e-05 5.42945e-05 7.12949e-05 6.14048e-05 7.08332e-05
threshold=0.094385000000000011 -0.115685 0.086245000000000016 0.083725000000000008 -1.0000000180025095e-35 -0.080649999999999986 -0.10303999999999998 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 7 -7
right_child=4 2 -4 -5 5 6 -8 -9
leaf_value=0.01249860545877389 0.023160986766345468 -0.042189077005844046 0.002148553008689253 -0.0029378851077651413 0.020217422460854513 0.022905411876049931 -0.021712160306547112 -0.013250052483624581
leaf_weight=0.0016124277716725493 0.0012608133283224018 0.0012010112227893068 0.0019510411558175469 0.0010448531060028552 0.0012966362309538093 0.0010380743590665781 0.0016157431816311617 0.001133575228581958
leaf_count=229 211 1041 148 1297 281 117 486 100
internal_value=0 -0.00505982 -0.0118057 -0.0239281 0.00458524 -2.14482e-05 -0.00695034 0.00403269
internal_weight=0 0.00580933 0.00419691 0.00224586 0.00634484 0.00508403 0.00378739 0.00217165
internal_count=3910 2715 2486 2338 1195 984 703 217
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=10
num_cat=0
split_feature=1 123 484 160 0 3 2 1 12
split_gain=2.90959e-05 5.88553e-05 4.79214e-05 7.61956e-05 8.02919e-05 6.82644e-05 6.15809e-05 0.000101734 5.86372e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.084225000000000008 -1.0000000180025095e-35 -0.053834999999999994 -0.115685 0.113945 0.094695000000000015 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.031406356911263734 0.015716311155085018 0.020401498766200302 0.014333974509794612 -0.019816757961529388 -0.0025302043762345612 -0.037969260150548342 -0.017644031224710085 0.026045798041854525 0.011435951496197611
leaf_weight=0.0010848875329499373 0.0010703793423535004 0.0010995033474177221 0.0012489772792455061 0.0012540937659026496 0.0011499517090390599 0.0010307193480331885 0.0011032147669095826 0.0019121749862937481 0.0011516333297245482
leaf_count=721 225 276 399 227 142 190 178 257 1295
internal_value=0 -0.00155198 -0.00398141 -0.00661481 -0.00307669 -0.0192809 0.00344153 0.00882884 -0.00485593
internal_weight=0 0.0110352 0.00993565 0.00868668 0.00760179 0.00218067 0.00542112 0.0043179 0.00240573
internal_count=3910 3685 3409 3010 2289 332 1957 1779 1522
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=8
num_cat=0
split_feature=1 42 160 49 484 1 52
split_gain=2.51847e-05 4.13556e-05 5.56419e-05 8.89262e-05 3.29025e-05 4.08209e-05 7.7773e-05
threshold=0.12730000000000002 0.092635000000000009 0.084835000000000008 -0.00064499999999999985 0.073820000000000011 0.095575000000000007 0.071660000000000015
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=-0.024365914808458965 0.010483124836317944 -0.018945094150466302 0.016181059342682085 -0.029589928899385845 0.018461736039104344 0.011036260698564053 0.0047125726370770638
leaf_weight=0.00159463215169407 0.0019178552970477549 0.001262825378194189 0.0017841099032011153 0.0010869471179765981 0.0010412591570735114 0.0016760369789512665 0.0016865242665349634
leaf_count=469 345 701 411 670 275 296 743
internal_value=0 -0.00201379 0.000396857 -0.00357762 0.00245973 -0.001285 -0.00873087
internal_weight=0 0.0101323 0.00886951 0.0070854 0.00549077 0.00444951 0.00277347
internal_count=3910 3565 2864 2453 1984 1709 1413
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=10
num_cat=0
split_feature=159 51 484 43 52 3 2 16 4
split_gain=2.40687e-05 4.57863e-05 5.7401e-05 4.17758e-05 6.20079e-05 6.32829e-05 6.98767e-05 5.62873e-05 7.59102e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.073139999999999983 -0.069134999999999988 0.11265500000000002 0.087995000000000004 0.18936500000000003 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.014119272816644993 -0.021275086813605931 0.021342982019029701 0.021146846319953339 -0.028511616585745893 -0.0088184033630569116 -0.020480195303056878 0.022995568648183657 0.02482009905169209 0.01452051739968567
leaf_weight=0.0011005050930141215 0.001171273864656105 0.001041101473592908 0.0010715556043218296 0.0012350759888922029 0.0015139334917429351 0.0013833061187244486 0.001269166076391991 0.0010310409449468226 0.0011987845596964997
leaf_count=520 602 264 346 397 748 140 445 193 255
internal_value=0 0.00139705 -0.000705995 -0.00336618 -0.0088327 -0.00299915 0.0056896 0.0053155 -0.00316953
internal_weight=0 0.0109152 0.00987414 0.00880258 0.00540148 0.00416641 0.0027831 0.0034011 0.00237006
internal_count=3910 3390 3126 2780 1730 1333 1193 1050 857
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=12
num_cat=0
split_feature=484 42 43 1 4 160 1 151 16 2 0
split_gain=0.000109984 9.39574e-05 9.67693e-05 9.94196e-05 0.000138013 9.64376e-05 9.52356e-05 0.000112007 0.000136291 8.75565e-05 2.40584e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.079355000000000023 -0.15333499999999997 -0.082384999999999986 0.09112000000000002 -0.0060399999999999994 -0.072359999999999994 0.10457000000000001 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -9 -6
right_child=1 2 3 5 10 6 7 8 -10 -11 -12
leaf_value=-0.00061686198054680761 -0.00052498422530498922 0.00061842963713509228 0.00019912164120324211 -0.00038163700001672549 -0.00078690142890737815 0.00075541224866711046 -0.00030309484713751255 0.00021496875738920165 -8.0885587601451988e-05 0.0010009285789159285 -0.00036044054518121198
leaf_weight=0.0010598856642145349 0.0010501701347355131 0.0011865816461947834 0.0015570423060124183 0.0011144265391256998 0.0010307798845737596 0.0011484131380552183 0.001600795943890552 0.0010066859494697968 0.0018611941450416792 0.0011880539631657998 0.0010039369286387548
leaf_count=612 215 151 71 264 393 289 238 166 390 154 967
internal_value=0 3.86671e-05 8.52835e-05 3.0327e-05 -0.000240256 0.000153044 0.000240605 0.00013609 0.000309428 0.000640424 -0.000576484
internal_weight=0 0.0137481 0.0126979 0.0115113 0.00359176 0.00791957 0.00680514 0.00565673 0.00405593 0.00219474 0.00203472
internal_count=3910 3298 3083 2932 1431 1501 1237 948 710 320 1360
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=10
num_cat=0
split_feature=3 39 51 42 4 484 150 2 2
split_gain=2.48787e-05 6.01662e-05 6.6709e-05 8.16887e-05 8.16429e-05 6.7412e-05 6.1622e-05 6.54821e-05 1.15665e-05
threshold=0.16699000000000003 0.085060000000000011 0.08955500000000001 0.084100000000000022 0.08734500000000002 0.042570000000000004 0.082085000000000019 0.084065000000000015 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.01149195328690613 0.013703586290087664 0.018430682389757258 -0.024041379679139184 -0.030693042491127809 0.0062398810330327173 0.028909654651511997 0.020545928206550244 -0.024459566834444106 -0.0094899268000639327
leaf_weight=0.0012912027975631596 0.0011887606506792445 0.0013244876873835494 0.0014528831328718779 0.0014862896467069484 0.0010020795531132881 0.0010418244057978886 0.001161556295818808 0.0010662682158710324 0.0010004458570076358
leaf_count=355 194 384 369 1234 155 216 104 640 259
internal_value=0 -0.00153654 -0.00431961 -0.000760035 -0.01582 0.00597844 0.000692355 -0.00617531 -0.0172131
internal_weight=0 0.010827 0.00950255 0.00804967 0.00248837 0.0055613 0.00451947 0.00335792 0.00206671
internal_count=3910 3716 3332 2963 1389 1574 1358 1254 899
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=9
num_cat=0
split_feature=11 16 2 13 0 3 12 4
split_gain=2.53869e-05 4.3975e-05 6.01906e-05 4.23807e-05 5.59299e-05 0.000127997 6.83959e-05 5.74733e-05
threshold=0.077330000000000024 -0.41862999999999995 0.12238000000000002 -0.090744999999999978 -0.23029999999999998 0.076695000000000013 0.085465000000000013 -0.019454999999999997
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=-0.013424058790345909 -0.013657698255522136 0.014984334773590373 0.025105889202855277 0.018314384524440102 0.028781610695931353 -0.036944580718159883 -0.01369816233362052 -0.0030651437587196663
leaf_weight=0.0016622837445490679 0.0012263937147548769 0.0017158606285246902 0.0012024953260379766 0.0010433660432332421 0.0011231768656890387 0.0011213114055971668 0.0017276773865128794 0.0011437187019209339
leaf_count=394 279 323 295 75 260 152 1727 405
internal_value=0 0.00152921 0.00426744 0.0010855 -0.00278648 -0.00708992 0.00129054 0.0127139
internal_weight=0 0.0107399 0.00907761 0.00787511 0.00615925 0.00511588 0.00399457 0.0022669
internal_count=3910 3631 3237 2942 2619 2544 2392 665
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=12
num_cat=0
split_feature=484 42 160 133 160 2 1 48 0 16 2
split_gain=0.000142424 7.71472e-05 7.49384e-05 0.000180849 0.000117695 0.000123602 0.000165957 0.000107019 0.000145983 8.46396e-05 7.97352e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.082234999999999989 -0.0023199999999999996 0.091575000000000017 0.10113500000000002 0.11198000000000001 0.085265000000000021 -0.10575999999999998 -0.27337499999999998 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 9 8 -5 -7 -10
right_child=1 2 3 4 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00070344468020067824 -0.00047125636451508541 -0.00033389082229968645 -0.00058716238229427763 0.001266598643076792 -0.00036482799609243642 0.0001424781886391808 0.00063570289485925606 1.464174169640895e-05 0.00015432198584862977 -0.00060165162247010609 0.00082163817690298518
leaf_weight=0.0010551333211085813 0.0010310963333337959 0.0014422950309939979 0.0011727771726054029 0.0010889680940375825 0.0011439095910895794 0.0010482621648770505 0.0011365744528704508 0.0013417164829699346 0.0017092632559940583 0.0013374966982251104 0.0011526337992991374
leaf_count=612 215 602 787 69 166 78 223 176 394 252 336
internal_value=0 4.43591e-05 8.66411e-05 0.000141128 0.000226894 0.000303681 1.90701e-05 0.000493097 0.000655581 -0.000274694 0.000423085
internal_weight=0 0.013605 0.0125739 0.0111316 0.00995882 0.00881491 0.00352233 0.00529258 0.00395087 0.00238576 0.0028619
internal_count=3910 3298 3083 2481 1694 1528 553 975 799 330 730
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=13
num_cat=0
split_feature=14 484 157 132 0 160 42 160 12 4 47 16
split_gain=0.000169243 0.000171299 0.000181594 0.000105084 0.0001143 0.000106472 0.000154098 0.000119244 9.22536e-05 0.000160856 0.000107608 7.66965e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 0.15480500000000005 -0.080734999999999987 -1.0000000180025095e-35 0.091575000000000017 0.098845000000000016 -0.0025899999999999994 0.084155000000000021 -0.013024999999999998
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 11 -11 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.00071017256029873689 -0.00078773281323793866 0.00080699217642866408 -0.00056439908661327638 0.00058907878813286576 -0.00059336930555324878 -0.00057864722561943921 0.0011958208785885743 -0.00037148542851469059 -0.00020011444690006233 0.00047737473309724933 -0.00023711855065174759 0.00046379317132054249
leaf_weight=0.0010728069131719876 0.0010054901577407635 0.001278522775491074 0.001001219094421542 0.0011704526714922349 0.0012256848800259656 0.0010938193334579871 0.0010855215340060554 0.0011620543035015529 0.0011298293361454437 0.0017076910425478033 0.0015423698907197233 0.0011160025332187509
leaf_count=583 153 389 397 274 47 679 434 146 174 288 114 232
internal_value=0 4.39771e-05 0.000103849 3.03702e-05 -2.87342e-05 4.16083e-05 0.000110266 0.00020758 0.000309823 0.000415506 0.0001383 0.000824739
internal_weight=0 0.014586 0.0135132 0.0122346 0.0110642 0.00983851 0.00883729 0.00774347 0.00658141 0.00545159 0.00325006 0.00220152
internal_count=3910 3757 3174 2785 2511 2464 2067 1388 1242 1068 402 666
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=9
num_cat=0
split_feature=42 51 12 43 2 2 13 0
split_gain=2.18041e-05 5.12632e-05 4.40682e-05 5.33589e-05 8.08727e-05 7.31652e-05 5.14226e-05 3.03066e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.097940000000000013 0.11290500000000002 -0.026374999999999999 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.01079644512187038 -0.015900032609502218 0.025668936916599241 -0.011850268311456219 -0.025024067866239393 0.03256269190663539 -0.0099961731305611579 0.0022651906082772197 0.01431216841782617
leaf_weight=0.0016290353778253336 0.0014351964954736262 0.0013284369645578976 0.0013985465685164298 0.0011569762376565612 0.0013116481425962528 0.0010119593003455607 0.0017126783210451705 0.0010399955948162563
leaf_count=1060 521 424 245 989 190 98 183 200
internal_value=0 0.00164627 0.00445673 0.00747273 0.00359474 0.0141157 -0.00873719 0.00232406
internal_weight=0 0.0103954 0.00896024 0.00756169 0.00623326 0.0033636 0.00286965 0.00205195
internal_count=3910 2850 2329 2084 1660 488 1172 298
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 1
split_gain=2.58159e-05 6.17207e-05 3.03914e-05 6.6056e-05 6.95811e-05 0.000122569 5.78563e-05
threshold=0.076710000000000014 -0.084009999999999987 0.024640000000000006 -0.017214999999999998 0.11052000000000002 -0.10312999999999999 0.10113500000000002
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=0.0048105121600151369 0.0012764263323577435 -0.021556722435700122 -0.011682304972353601 0.026536515886858559 0.0072533064502255731 -0.032901849089418865 0.030794500284550837
leaf_weight=0.0019584073256608053 0.0017419959103821621 0.0016239128488938302 0.0012078146044919597 0.0012323460050465088 0.0018654471133732293 0.0012829315120457597 0.0010730229905864998
leaf_count=422 297 1586 544 325 349 210 177
internal_value=0 -0.0071421 0.00299619 0.00546 0.0011045 -0.0091095 0.0125281
internal_weight=0 0.00358232 0.00840356 0.00719574 0.0059634 0.00314838 0.00281502
internal_count=3910 2008 1902 1358 1033 559 474
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 1 12 52 1 4
split_gain=7.10763e-05 5.9464e-05 8.27283e-05 6.73581e-05 7.72634e-05 6.71155e-05 0.000108266 0.000128923 8.32053e-05 4.98684e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.11052000000000002 0.090385000000000007 0.084240000000000023 0.094695000000000015 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00048554867220156609 0.00048864166494864796 0.00048397192353958853 -0.00051436769775328858 0.00027111632720178331 -0.00044361533449042902 -0.00025476791649398626 0.00063271204603323713 -0.00056583301472836291 0.00060235980734071751 -0.00033060812337571153
leaf_weight=0.0010525457240498507 0.0012072859721455982 0.0010835880453353075 0.0010918822658975433 0.0010617264977749057 0.0012895517769830264 0.0018246341414422185 0.00149073085061032 0.0010848063727559604 0.0012921264205810051 0.0010564046639060689
leaf_count=627 367 216 863 355 163 255 405 331 175 153
internal_value=0 4.50309e-05 3.30574e-06 -5.41851e-05 1.03092e-06 7.44449e-05 0.000174798 2.29365e-05 0.000210225 -2.899e-05
internal_weight=0 0.0124827 0.0113991 0.0101919 0.00909998 0.00781043 0.00598579 0.00449506 0.00341026 0.00211813
internal_count=3910 3283 3067 2700 1837 1674 1419 1014 683 508
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=12
num_cat=0
split_feature=484 1375 52 52 51 49 3 12 13 13 2
split_gain=0.000111466 5.90758e-05 7.33973e-05 9.64491e-05 0.000171245 7.6233e-05 7.64346e-05 0.000150819 0.000114727 7.8003e-05 6.62329e-06
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.048794999999999991 -0.085924999999999987 -0.095859999999999987 -0.029304999999999998 -0.00088499999999999983 0.093375000000000014 -0.083354999999999985 -0.37340499999999993 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 -8 -11
right_child=1 2 5 -5 -6 6 9 -9 -10 10 -12
leaf_value=-0.00061818412020050507 -0.00039421503226891498 0.000670051050931472 0.00040064908492270249 0.000815768555961498 -0.00029052506319206137 0.00046016618422569289 -0.00026963440723848587 -0.00090432395346770665 -0.00035983493735701325 0.00046786033561125185 0.0002433317518384193
leaf_weight=0.001063534658282979 0.0011016890188908892 0.0012420992617775779 0.0013701836182555297 0.0010314742247641358 0.0016767481370524684 0.001060743700865144 0.0012427086812690407 0.001101289197871079 0.0017191421142215293 0.001001880837415709 0.0010187193240608909
leaf_count=612 146 290 203 215 438 398 95 541 799 102 71
internal_value=0 4.10105e-05 7.94769e-05 0.000300375 0.000118243 -2.30072e-05 -0.000104257 -0.000290224 -4.69404e-05 0.000116921 0.00035466
internal_weight=0 0.0135667 0.012465 0.00395032 0.00291885 0.00851467 0.00714448 0.00388118 0.00277989 0.00326331 0.0020206
internal_count=3910 3298 3152 943 728 2209 2006 1738 1197 268 173
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=9
num_cat=0
split_feature=1 47 4 52 3 52 2 16
split_gain=2.65156e-05 4.33185e-05 5.62806e-05 7.78461e-05 7.49381e-05 5.49584e-05 6.36626e-05 5.59686e-05
threshold=0.12730000000000002 0.09252500000000001 0.044585000000000007 -0.092854999999999979 -0.069909999999999986 -0.07984999999999999 0.090905000000000014 0.0032450000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7 -8
right_child=-2 -3 4 5 -6 6 7 -9
leaf_value=-0.029804491373874687 0.010746639169625356 -0.018332141536313407 -0.0080214815082418935 0.019915780598791948 0.026143549772722575 0.0098119288401887338 -0.031281776493306608 0.00039077924764042071
leaf_weight=0.0010327032783939635 0.0019175831865086467 0.0014109623959137141 0.0010636756773807344 0.0011155639352379509 0.0016194801032284301 0.0016198324994332654 0.0011731466208354381 0.0010638992065497722
leaf_count=540 345 340 305 204 243 1409 403 121
internal_value=0 -0.00208033 0.00055893 -0.00482096 0.0125996 0.000367756 -0.00528632 -0.0162189
internal_weight=0 0.0100993 0.0086883 0.00600515 0.00268316 0.00497244 0.00385688 0.00223705
internal_count=3910 3565 3225 2677 548 2137 1933 524
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=10
num_cat=0
split_feature=484 42 43 3 16 3 0 1 15
split_gain=2.29455e-05 4.06387e-05 6.79811e-05 7.8569e-05 6.86893e-05 4.51748e-05 7.28241e-05 0.000120971 6.46934e-05
threshold=0.087420000000000012 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15100500000000003 -0.13309499999999996 -0.14808999999999997 0.095575000000000007 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 -8 -7
right_child=-2 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.01366270898600036 -0.014416424627749514 0.0035731671653664991 -0.015956741460188682 0.037607202400417233 -0.025896123022270102 -0.022701000541933802 -0.0030418616228186802 0.045664657594065683 0.010151691836072514
leaf_weight=0.0015571224895764889 0.001014882927409093 0.0017714734305160052 0.0010678879782817386 0.0010991878818933337 0.0010057353836540311 0.0011001297278248057 0.0010393697822878043 0.0010010535720722626 0.0013169218475514279
leaf_count=1026 367 710 118 432 222 94 631 197 113
internal_value=0 0.00130069 0.00377893 0.0166049 -0.00185858 0.00251677 0.00694252 0.0208541 -0.00480133
internal_weight=0 0.0109589 0.00940176 0.00287066 0.0065311 0.00552536 0.00445747 0.00204042 0.00241705
internal_count=3910 3543 2517 1142 1375 1153 1035 828 207
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 160 51 151 12 2
split_gain=0.000156196 9.63287e-05 0.000158533 0.000110979 0.000124681 0.000105887 9.5341e-05 0.000113745 0.000139846 0.000101202 0.000142179
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.087825000000000014 0.077145000000000005 -0.0008699999999999999 0.098845000000000016 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 10 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00072805561644659139 -0.00052993346173603765 0.00081644972333996119 -0.000613702250641388 0.00065113688014630151 -0.0005334140746081034 -0.00049726606175733189 -0.00035192991565195276 0.0007810734778101716 -5.6445632960473339e-06 -0.00016772742816682608 0.00083654894543888441
leaf_weight=0.0010678656840813336 0.001016998895222782 0.0010781028899268371 0.0012383074341149264 0.0010101651404367867 0.0010645777946570725 0.0011795026667004438 0.0013543615194976932 0.0011463645488699551 0.0013962270206822353 0.0014506898654269573 0.0017201325357899203
leaf_count=612 369 260 534 223 709 159 145 164 452 118 165
internal_value=0 5.06187e-05 9.7335e-05 3.02711e-05 -2.9176e-05 4.85554e-05 0.000123677 0.000217128 0.000104627 0.000260075 0.00045922
internal_weight=0 0.0136554 0.0126384 0.0115603 0.0105502 0.00931186 0.00824728 0.00689292 0.00574655 0.00456705 0.00311636
internal_count=3910 3298 2929 2669 2446 1912 1203 1058 894 735 617
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=11
num_cat=0
split_feature=484 1 12 2 3 0 12 4 52 4
split_gain=0.00014431 7.3957e-05 7.74485e-05 7.30399e-05 0.000146677 7.87031e-05 8.47811e-05 8.00167e-05 6.85283e-05 9.49042e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.11203000000000002 0.11818000000000002 -0.23029999999999998 0.093125000000000013 -0.0025899999999999994 -0.085924999999999987 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00072567375065387589 0.0006248263670200632 0.00053017214510704192 -0.00049930767226829989 0.00023426485047339701 -0.00069034872133906218 -0.00029879333970813147 0.0004147916621277184 -0.00039339685896508565 -4.4296379371088022e-05 0.00075678257634127354
leaf_weight=0.00100669402023489 0.0011151194748423368 0.0011047443973070609 0.0010862255773049405 0.0013015242732906636 0.001337494037832121 0.0010590793856467139 0.0019401764923480556 0.001846460881433839 0.0013101182994723229 0.0010045547667161846
leaf_count=612 74 216 117 320 106 325 618 425 337 760
internal_value=0 4.46981e-05 7.2227e-09 4.96996e-05 -0.000234343 0.000140279 6.48187e-05 -6.52544e-05 0.000114339 0.000303367
internal_weight=0 0.0131055 0.0120008 0.0109145 0.00263902 0.00827551 0.00716039 0.00522021 0.00337375 0.00231467
internal_count=3910 3298 3082 2965 426 2539 2465 1847 1422 1097
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=12
num_cat=0
split_feature=484 1375 52 49 12 43 3 0 52 2 1
split_gain=0.000140745 5.3426e-05 6.21246e-05 6.81084e-05 8.28569e-05 8.46219e-05 9.07491e-05 7.05268e-05 6.73953e-05 7.85382e-05 5.36338e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.048794999999999991 -0.029304999999999998 0.095295000000000019 -0.00059999999999999995 0.11818000000000002 -0.069794999999999982 -0.24456499999999998 0.096970000000000015 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 7 10 -5 -3 -10 -7
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00069577932449077745 -0.00036944714659297502 -0.00010214991177039455 0.00039793545164980168 -0.00064510640703271211 -0.00047629528610976024 0.0001622368023426199 -0.00021414975204554973 7.8974122323342068e-05 0.00020962906253004903 0.00090169493882037873 0.00078569822899783657
leaf_weight=0.0010295383626536961 0.0010395563241699596 0.0011249542541021517 0.0013684844711976335 0.001009705152854683 0.0015732129622604511 0.0010668632915725165 0.0011374995552420556 0.0010602412929793113 0.0016794084506496342 0.0010093486309757623 0.0010551696392057941
leaf_count=612 146 397 203 884 455 322 120 102 322 224 123
internal_value=0 5.70962e-05 9.37879e-05 -1.67412e-06 -8.08982e-05 3.58194e-05 0.000232713 -0.000274227 0.000300826 0.000469428 0.00047225
internal_weight=0 0.0131244 0.0120849 0.00827118 0.00690269 0.00532948 0.00325953 0.00206995 0.00381371 0.00268876 0.00212203
internal_count=3910 3298 3152 2209 2006 1551 565 986 943 546 445
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=12
num_cat=0
split_feature=484 52 52 0 13 151 12 4 0 52 16
split_gain=0.000141642 6.00737e-05 0.000112805 0.000124163 6.46563e-05 6.19654e-05 8.54437e-05 7.98763e-05 0.000128936 9.0632e-05 4.36116e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 -0.042354999999999997 -0.0008699999999999999 0.095295000000000019 0.25367000000000006 -0.10209999999999998 0.10062000000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 8 -7 -10 -8
right_child=1 5 3 4 -6 6 10 -9 9 -11 -12
leaf_value=-0.0007057526324319804 -0.00033874901248691559 -0.00040098853775957197 -7.5052237921715341e-05 0.00033163058734005769 0.00098887959921638898 -0.00055680652136633159 -1.9420296032447169e-05 0.00064389509561718356 -1.3892735777961601e-05 0.00071553115875048611 -0.00056956532852970665
leaf_weight=0.0010139520721313628 0.0010354110466252132 0.0015271534565044461 0.0013626886583582021 0.0011125775918921653 0.0011919726822702157 0.0010082834511308779 0.0011480422294962295 0.0011011257162888448 0.0017350905221312444 0.0010519792812109813 0.0010706474488935344
leaf_count=612 379 273 62 239 313 150 85 241 848 304 404
internal_value=0 5.44328e-05 0.000232776 0.000394141 0.000671577 -4.26113e-05 3.43085e-05 0.000178947 4.40539e-05 0.000261428 -0.000284897
internal_weight=0 0.013345 0.00470265 0.00366724 0.00230455 0.00864232 0.00711517 0.00489648 0.00379535 0.00278707 0.00221869
internal_count=3910 3298 993 614 552 2305 2032 1543 1302 1152 489
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=11
num_cat=0
split_feature=484 52 52 474 160 42 42 151 2 3
split_gain=0.00015228 8.34984e-05 0.000144519 0.000113993 0.000114417 0.00015985 8.33681e-05 0.000105601 9.23848e-05 0.000151917
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 -1.0000000180025095e-35 0.091735000000000025 -0.0088999999999999982 0.086875000000000022 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 -10
right_child=1 2 3 -5 5 6 -8 8 9 -11
leaf_value=-0.00071623727096756479 -0.00048497067612511985 0.0007739114489712976 -0.00058636072424129244 0.00064894887207902097 -0.00066284338129221079 -0.00023362807887213394 -0.00031186815989469691 2.7709894179226462e-06 0.00090077104242523582 8.2596571344200893e-05
leaf_weight=0.0010822830862292675 0.0010472909028308138 0.0010896893320132611 0.0012650028988991429 0.0010347149306431597 0.0010949790857775312 0.001539124304795662 0.0013517853263426719 0.001929039813032234 0.0019588181652280753 0.0015733185773977717
leaf_count=612 369 260 534 223 709 197 443 294 178 91
internal_value=0 4.73883e-05 9.0822e-05 2.74552e-05 -3.25769e-05 4.15771e-05 0.000133928 0.000220013 0.000347863 0.000536332
internal_weight=0 0.0138838 0.0128365 0.0117468 0.0107121 0.00944707 0.00835209 0.0070003 0.00546118 0.00353214
internal_count=3910 3298 2929 2669 2446 1912 1203 760 563 269
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=12
num_cat=0
split_feature=484 42 47 52 12 13 3 1 0 2 0
split_gain=0.000156828 0.00010535 8.00374e-05 9.01423e-05 0.000103259 0.00011113 0.000122386 0.000142458 0.00010037 0.000110822 6.14038e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 0.11401500000000002 -0.0089849999999999982 -0.10241499999999999 -0.13927999999999999 0.11183500000000002 -0.23029999999999998 0.084235000000000018 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 -7 8 -8 -10 -6
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00072381773784918287 -0.00035392527579442831 -0.00055339811324654526 0.00046847966940895898 -0.00045655563537624254 0.00020924452294928032 0.00066260708947396367 0.00056592803227110099 -0.00067267332933426661 0.00041239093679532469 -0.00039276236327010118 0.00086996110936116936
leaf_weight=0.001101371169738549 0.0016679042369458748 0.0010520500706376326 0.0018592679046692149 0.0012986079044845075 0.0010124087487138425 0.0010406315819659374 0.0012393977823226317 0.0011822993884052363 0.0010278757333579568 0.0018227767092147869 0.0011608737594601651
leaf_count=612 359 422 171 413 114 196 70 76 400 1025 52
internal_value=0 4.39283e-05 9.11349e-05 2.9876e-05 9.20853e-05 0.000179745 4.80925e-05 -7.31975e-05 0.000100091 -0.000102444 0.000562171
internal_weight=0 0.0143641 0.013312 0.0114528 0.0101542 0.00848626 0.00631298 0.00527235 0.00409005 0.00285065 0.00217328
internal_count=3910 3298 2876 2705 2292 1933 1767 1571 1495 1425 166
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=12
num_cat=0
split_feature=484 52 51 15 0 457 16 49 43 13 15
split_gain=0.000123001 7.75162e-05 0.000116938 9.3692e-05 0.000128295 8.76489e-05 0.000139322 6.55027e-05 4.5247e-05 7.74312e-05 9.6619e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.09021499999999999 -0.03231499999999999 -0.074249999999999997 0.041935000000000007 -0.095109999999999986 0.0021350000000000002 0.070805000000000021 -0.032264999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 -5 -11
right_child=1 2 3 8 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00065539599390984193 -0.00047618843173610873 0.00065955730316893707 0.00044263241580714131 -0.00064078357842056288 0.00076975333076134721 0.00049889661322701515 -0.00066678557565370182 -0.00020033279977753384 0.00010790281167179955 0.00036874398731358743 -0.00044848832232543385
leaf_weight=0.0010344754737453112 0.0010116760329755324 0.0012404198162929902 0.0013811162806306959 0.0014372156871449424 0.0011874834426176799 0.0012489930144162359 0.0011514131962111706 0.0010899106555169859 0.0016160948906660949 0.0010674407070611325 0.0011613144652439095
leaf_count=612 369 223 243 781 248 139 249 201 187 98 560
internal_value=0 4.59805e-05 8.79684e-05 2.54508e-05 0.000191853 5.09818e-05 -0.000103456 0.000159036 -0.000165425 -0.000285918 -5.70828e-05
internal_weight=0 0.0135931 0.0125814 0.011341 0.00605892 0.00487143 0.00362244 0.00247103 0.00528207 0.00366597 0.00222876
internal_count=3910 3298 2929 2706 1080 832 693 444 1626 1439 658
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=12
num_cat=0
split_feature=484 15 159 0 457 16 49 49 2 43 12
split_gain=0.000164045 7.44054e-05 9.27518e-05 8.28251e-05 8.65516e-05 9.85799e-05 0.000105422 7.72696e-05 5.09923e-05 6.85744e-05 3.28978e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.078065000000000009 -0.074249999999999997 0.041935000000000007 -0.095109999999999986 0.0021350000000000002 -0.006494999999999999 0.10113500000000002 -1.0000000180025095e-35 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 6 -2 -3 9 -9 -5
right_child=1 2 -4 10 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00076168708696600551 0.00049385066651812747 -0.00059612506770037425 0.00041852948774286428 0.00077818888685877606 0.00050052256015561871 -0.00054384695363178027 -0.00032327065592304251 -0.00021186827814559983 -0.00034667961804479407 0.00045544657131033707 0.00027964956415706897
leaf_weight=0.0010201538885517827 0.0013759653415914494 0.0014300850002895403 0.0011018875557618759 0.0010087418444783391 0.0012623755757879898 0.0012439568358159538 0.0010862746809483861 0.0012041422100886679 0.0014905128099603677 0.0011647224032621931 0.0010269987893473094
leaf_count=612 243 209 206 257 143 397 201 819 228 413 182
internal_value=0 5.39846e-05 -9.8996e-05 0.000193578 5.70961e-05 -9.39404e-05 0.000133359 -0.000206806 -6.25441e-05 0.000116237 0.000526684
internal_weight=0 0.0133957 0.00639135 0.00700431 0.00496857 0.0037062 0.00246224 0.00528946 0.00385938 0.00236886 0.00203574
internal_count=3910 3298 1875 1423 984 841 444 1669 1460 1232 439
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 160 51 151 12 2
split_gain=0.000140727 8.19052e-05 0.000135748 7.85256e-05 9.35523e-05 0.000127704 8.51672e-05 0.000125567 0.000137967 8.43544e-05 0.000123172
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084145000000000011 -0.080734999999999987 -1.0000000180025095e-35 0.087825000000000014 0.077145000000000005 -0.0008699999999999999 0.098845000000000016 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 10 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00069480595263468918 -0.00048161282965941969 0.00076878134896983421 -0.00052838343567409728 0.00055280705652649388 -0.00059422075304544904 -0.00049782723749300026 -0.00031654273905722379 0.00081911426455701878 4.4854249458964713e-06 -0.00013574383176053617 0.00079216834723625721
leaf_weight=0.0010270674755868741 0.0010005877179953644 0.0010712916093541048 0.0011966215682379976 0.0010384438575087177 0.0010348287439257272 0.0011567157043133221 0.0013308063758388916 0.0011414508876999817 0.001372037656097877 0.0014120416111197132 0.001720173675464386
leaf_count=612 369 260 516 243 709 157 145 164 452 118 165
internal_value=0 5.81509e-05 0.000101446 3.87517e-05 -1.27519e-05 5.45487e-05 0.000137095 0.000225843 0.000106219 0.000261341 0.000442667
internal_weight=0 0.013475 0.0124744 0.0114031 0.0103647 0.00916805 0.00813323 0.00680242 0.00566097 0.00450425 0.00309221
internal_count=3910 3298 2929 2669 2426 1910 1201 1056 892 735 617
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=12
num_cat=0
split_feature=484 1 376 52 2 2 12 12 151 52 2
split_gain=0.000192316 6.62892e-05 0.000101122 0.000106948 0.000106724 9.93091e-05 8.87589e-05 0.000122307 6.80345e-05 0.000112837 0.000121775
threshold=-0.0043499999999999988 0.13662500000000002 0.048375000000000008 -0.048794999999999991 0.085005000000000011 0.097940000000000013 0.10058500000000002 -0.0089849999999999982 -0.0008699999999999999 0.092885000000000009 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 -9 10 -10
right_child=1 -3 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.00079169407285396831 0.00073228409787394325 0.00048857398922985673 0.00055942452681684068 -0.00070072007492317232 -0.00036066137020487687 0.00035987073376997922 -0.000641819324642438 -0.00039220305306763897 4.3262325135677645e-05 -0.0002967746320978287 0.00087212556795785193
leaf_weight=0.0011141042810713731 0.0011162071528747789 0.0012338819060038154 0.001183724381530262 0.0010320686901595525 0.0013901744075756582 0.0015614950313362179 0.0013109375564213975 0.0011297679239032831 0.0016972221385438756 0.0014472874911636885 0.0011386878842390841
leaf_count=612 178 216 166 142 258 382 290 220 857 468 121
internal_value=0 5.42286e-05 1.30271e-05 -4.16745e-05 0.000215821 2.05152e-05 -0.000176727 -8.21258e-05 3.58192e-05 0.000148717 0.000376071
internal_weight=0 0.0142415 0.0130076 0.0118238 0.00406788 0.00295167 0.00775597 0.00644503 0.00541297 0.0042832 0.00283591
internal_count=3910 3298 3082 2916 818 640 2098 1808 1666 1446 978
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=13
num_cat=0
split_feature=484 42 47 47 15 49 0 15 43 0 52 13
split_gain=0.000218924 8.16538e-05 8.34054e-05 0.000109554 8.71997e-05 0.000151171 8.39842e-05 0.000155941 7.8824e-05 0.000135838 9.34322e-05 5.8935e-05
threshold=-0.0043499999999999988 0.10138000000000001 0.10783500000000001 0.086425000000000016 -0.033649999999999992 -0.006494999999999999 -0.014809999999999999 0.079360000000000014 -0.080744999999999983 -0.14136999999999997 -0.07125999999999999 -0.077504999999999977
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 -10 -8
right_child=1 -3 -4 -5 5 6 11 -9 9 -11 -12 -13
leaf_value=-0.0008499560271808083 -0.00015962405611828385 -0.00046811461512174802 0.00049633010449692523 -0.00050326340429616664 -0.0006071971633242406 0.00086592194114367956 0.00017687934491263197 -0.00016868869586144625 -0.00027414943470285868 0.00096635840509428793 0.00056257351949622178 -0.0004943479738007267
leaf_weight=0.0010991665202609103 0.0010223494699045698 0.0010479085049450833 0.0017714458491408071 0.0012723911440020831 0.0014173437894834913 0.0012217967416102808 0.0010038401268565034 0.0010341999678127323 0.0010099349586649708 0.001272209051619789 0.0010429516981117493 0.0010078234781826798
leaf_count=612 328 422 171 183 251 181 28 970 43 427 119 175
internal_value=0 5.85289e-05 0.000100733 3.87439e-05 0.000107485 -5.23731e-05 0.000131891 0.000391633 0.000316527 0.000462926 0.000150941 -0.000159399
internal_weight=0 0.0141242 0.0130763 0.0113048 0.0100324 0.005685 0.00426766 0.002256 0.00434745 0.0033251 0.00205289 0.00201166
internal_count=3910 3298 2876 2705 2522 1605 1354 1151 917 589 162 203
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=12
num_cat=0
split_feature=484 41 474 49 13 52 13 3 150 4 3
split_gain=0.000123118 5.29769e-05 9.31334e-05 8.57576e-05 9.04493e-05 0.000102688 0.000104712 9.4519e-05 8.40382e-05 0.000123662 3.77154e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 0.093425000000000022 -0.0038299999999999996 -0.021309999999999996 -0.10241499999999999 0.10856000000000002 0.086420000000000011 0.05309500000000001 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00067337441718876272 0.00058185687880379434 -0.00039314753189080738 0.00064306230602560353 0.00048585671761965717 -0.00046897639865383668 0.0002670097712806617 -0.00052524725678380706 -0.00071760199693971243 -0.00052677399593992061 0.00058011475302141319 5.6775134352825371e-05
leaf_weight=0.0010067183303242742 0.0015260531037275147 0.0010111256814598355 0.0010133897322651938 0.0013478448884080224 0.0010492475887769644 0.0015710869796166245 0.0010838952117845041 0.0011076715167335216 0.0011828923627689655 0.0012141479748920556 0.0010490992826977475
leaf_count=612 319 183 308 407 402 145 1124 78 87 97 148
internal_value=0 3.80793e-05 7.39799e-05 2.21738e-05 -4.17025e-05 0.000176542 -5.64288e-05 -0.000204558 -7.81426e-05 8.20637e-05 -0.000206119
internal_weight=0 0.0131565 0.0121453 0.0111319 0.00978409 0.00418104 0.00265498 0.00560306 0.00449539 0.00331249 0.00209835
internal_count=3910 3298 3115 2807 2400 1588 1269 812 734 647 550
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=13
num_cat=0
split_feature=14 484 157 3 12 4 13 4 43 16 0 150
split_gain=0.000250386 0.00020947 0.000153799 8.78704e-05 0.000159507 0.000118994 0.00011432 0.000105952 0.000127428 8.35455e-05 0.000115794 4.23087e-05
threshold=0.056865000000000006 -0.0043499999999999988 -0.072409999999999988 -0.074234999999999982 0.10058500000000002 -0.0025899999999999994 0.16421000000000002 -0.080874999999999989 -0.078644999999999979 -0.008734999999999998 -0.16443499999999997 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 -4 -9 10 11 -7
right_child=-2 2 3 4 -6 9 -8 8 -10 -11 -12 -13
leaf_value=-0.00076246716444027635 -0.00095896493100685644 0.00076624421992097392 0.00088397289020525815 0.00045792327648785578 -0.00080245395340051583 -0.00054277437737592174 -0.00031465847744928746 -0.00032071376807000672 0.00054384196934130372 -0.00054399498409101875 0.0004754314022086736 2.0106320331308795e-05
leaf_weight=0.0011203929858655372 0.0010024585195057443 0.0012808762787299187 0.0012370228021839195 0.0018228091114556901 0.0010170507841681413 0.0010288641224097004 0.0010680693529618729 0.0011060450945657562 0.0016088884980172235 0.0013503967907940837 0.0013619703043878015 0.0010247488695340756
leaf_count=583 144 389 599 322 232 90 122 350 625 102 287 65
internal_value=0 5.31388e-05 0.000118848 5.31704e-05 -7.9722e-05 3.18395e-05 0.000254516 0.000408343 0.000191628 -0.000131122 3.21135e-05 -0.000261898
internal_weight=0 0.0150271 0.0139067 0.0126259 0.00760584 0.00658879 0.00502003 0.00395196 0.00271493 0.00476598 0.00341558 0.00205361
internal_count=3910 3766 3183 2794 1098 866 1696 1574 975 544 442 155
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=10
num_cat=0
split_feature=41 150 3 16 15 0 4 3 1
split_gain=2.79143e-05 4.76235e-05 4.74024e-05 5.47309e-05 6.1034e-05 0.00015925 0.000115726 4.22221e-05 6.60367e-05
threshold=0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 -0.11739999999999999 -0.10575999999999998 -0.0017649999999999999 -0.075679999999999983 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7 -9
right_child=-2 -3 3 4 5 7 -8 8 -10
leaf_value=0.019343919102274454 -0.01599125385259929 -0.018687408646803665 -0.018804551953245534 -0.018524656365570033 0.0065389977532865004 -0.019738622771549204 0.053687565874980261 -0.011748081916776155 0.016731529232160109
leaf_weight=0.0015808903269028335 0.0010132158484214152 0.0010774772975980619 0.001254526634853894 0.0010580134796775 0.0010385443662589422 0.0011616329634831241 0.0010438267898130781 0.001631105077012497 0.0016256022672240045
leaf_count=260 221 148 326 290 138 1739 71 445 272
internal_value=0 0.0013245 0.00339898 0.000538829 0.00374926 0.00737442 0.0301731 -0.00337063 0.00246766
internal_weight=0 0.0114716 0.0103941 0.00881325 0.00755872 0.00650071 0.00208237 0.00441834 0.00325671
internal_count=3910 3689 3541 3281 2955 2665 209 2456 717
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=12
num_cat=0
split_feature=484 52 52 51 42 52 151 4 4 0 12
split_gain=0.000160167 6.63994e-05 0.000114514 9.46774e-05 0.00012099 9.38754e-05 6.18166e-05 8.61119e-05 0.000141408 9.07875e-05 8.58814e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.070859999999999992 -1.0000000180025095e-35 -0.048794999999999991 -0.0008699999999999999 0.17888000000000001 -0.0031049999999999997 0.12500000000000003 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 -8 -9
right_child=1 2 3 4 5 6 7 10 -10 -11 -12
leaf_value=-0.00075452111003794292 -0.00042754299563034308 0.0006175035520074681 -0.00054742955427170665 -0.00055317119207533684 0.0005857557120180349 -0.00034120848260450667 0.00048954653071124881 0.00087234679070730939 -0.00062197849772186917 -0.0002424916948938579 7.0240199207955394e-05
leaf_weight=0.0010115814567778309 0.0010121590970773959 0.0014247369271367669 0.0010038825093717308 0.0010227255447159385 0.0016192190107699551 0.0012093647454016745 0.0017037823929564786 0.0010225525852641153 0.0010992875452216807 0.0010544847626183483 0.0010303131147862826
leaf_count=612 379 285 242 788 221 186 685 206 193 38 75
internal_value=0 5.50347e-05 9.51029e-05 2.59676e-05 8.4935e-05 0.000159613 6.26968e-05 0.000145342 -2.73117e-05 0.000209689 0.000469777
internal_weight=0 0.0132025 0.0121903 0.0107656 0.00976173 0.008739 0.00711979 0.00591042 0.00385755 0.00275827 0.00205287
internal_count=3910 3298 2919 2634 2392 1604 1383 1197 916 723 281
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=10
num_cat=0
split_feature=4 0 3 2 3 49 12 2 15
split_gain=2.72574e-05 3.42837e-05 6.22679e-05 6.43509e-05 6.09458e-05 6.83409e-05 5.13232e-05 8.62101e-05 3.05387e-05
threshold=0.28937500000000005 -0.06402999999999999 0.076695000000000013 0.093070000000000014 0.086245000000000016 -0.006494999999999999 0.085775000000000004 0.08400500000000001 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 -2
right_child=8 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.026945026685589981 -0.00095410066640016881 0.028228592448134866 -0.014193619900821431 -0.0017435475769068472 -0.011931506274388397 0.019729236063630529 -0.031112888298879433 0.013714559958601847 0.022522313170049234
leaf_weight=0.0010140006591483647 0.0011923262802137984 0.0013993666167878298 0.0012065010981407148 0.00146761784018054 0.0013387253260052911 0.0013892978876897943 0.0013398329427417931 0.0010735936754380593 0.0010351547700960906
leaf_count=246 209 180 139 316 109 111 1801 582 217
internal_value=0 -0.00225136 0.00486529 0.0128858 -0.00696094 0.00419233 -0.0158383 -0.00603489 0.00995586
internal_weight=0 0.0102289 0.00407349 0.00286698 0.00615545 0.00272802 0.00342743 0.00208759 0.00222748
internal_count=3910 3484 635 496 2849 220 2629 828 426
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=10
num_cat=0
split_feature=132 13 2 15 2 13 457 16 4
split_gain=2.75214e-05 5.34054e-05 5.0104e-05 4.97493e-05 8.02724e-05 5.34327e-05 4.70467e-05 7.18518e-05 1.58825e-05
threshold=0.080815000000000012 -0.10241499999999999 0.099990000000000009 -0.074174999999999977 0.099675000000000014 0.086705000000000018 0.018630000000000004 -0.095109999999999986 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 8 7 -3 -5
right_child=-2 3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0053281430779301689 0.014852792961806853 0.011745595272787712 0.023679762836936964 -0.0031598946224919511 -0.029810500723736921 0.016342986469264915 0.021554458497616162 -0.019280530826548639 -0.02032553716666885
leaf_weight=0.0010247092785887241 0.0011250064690243406 0.0015413335295480881 0.0014213887695249364 0.0011032035843839244 0.0016611745938832989 0.0010078862109154339 0.0010243106811199543 0.0014473011510437157 0.0010539751092664507
leaf_count=150 395 391 173 799 454 138 134 504 772
internal_value=0 -0.00154903 0.0115279 -0.00516785 -0.0120088 -0.00266558 0.0030595 -0.00327938 -0.0115468
internal_weight=0 0.0112853 0.0024461 0.00883918 0.00482624 0.00316506 0.00401295 0.00298863 0.00215718
internal_count=3910 3515 323 3192 2163 1709 1029 895 1571
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=9
num_cat=0
split_feature=41 160 13 52 2 52 2 16
split_gain=2.85012e-05 4.68118e-05 7.19128e-05 0.000152769 0.00011488 8.05008e-05 6.14751e-05 9.33563e-05
threshold=0.075585000000000013 0.091575000000000017 -0.0038299999999999996 -0.013104999999999999 0.10393500000000001 -0.084699999999999984 0.088055000000000008 -0.097709999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 -8
right_child=-2 -3 5 4 -6 6 7 -9
leaf_value=0.037749380319739755 -0.016205168791513808 -0.017471072811425039 -0.029343199146699112 0.015916018560546464 -0.027217905665321063 0.015363811408334311 0.012894278438490793 -0.022629823212229283
leaf_weight=0.0016126319530315827 0.0010042523949586298 0.0011815723861300928 0.0010007098808681152 0.0015260693919793263 0.00103705116621699 0.0019906347441104692 0.0013026382257499969 0.0017120481997003724
leaf_count=658 221 355 326 1322 240 326 174 288
internal_value=0 0.00137002 0.00355649 0.0136355 -0.00153618 -0.00345104 0.00172556 -0.00727995
internal_weight=0 0.0113634 0.0101818 0.00417575 0.00256312 0.00600603 0.00500532 0.00301469
internal_count=3910 3689 3334 2220 1562 1114 788 462
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=9
num_cat=0
split_feature=2 52 4 13 52 3 4 52
split_gain=2.78999e-05 7.85612e-05 6.76524e-05 7.44169e-05 6.29589e-05 8.10112e-05 6.20816e-05 4.32453e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 -0.084084999999999979 0.09086000000000001 0.11265500000000002 -0.0010999999999999996 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -5
right_child=4 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.027809545138803456 0.017070671718663444 -0.021043141142912235 0.018797019233847662 -0.00082447032727264247 0.025718230452421498 -0.019049159131387133 -0.012348431550220881 0.027088235531085688
leaf_weight=0.0010413395682580978 0.0011791460322295208 0.0019140890409189348 0.0017545439186668005 0.00110230938544151 0.0012277859441152473 0.0013116906827578053 0.0016569142055652269 0.0011180177652843964
leaf_count=559 398 1032 230 442 195 174 302 578
internal_value=0 -0.00318397 0.00193868 -0.00407499 0.0071851 -0.00195026 0.00229958 0.0132306
internal_weight=0 0.00858721 0.00667312 0.00491858 0.00371862 0.00249084 0.00387724 0.00222033
internal_count=3910 3143 2111 1881 767 572 1322 1020
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=11
num_cat=0
split_feature=484 474 160 133 0 15 3 4 16 2
split_gain=0.000150362 5.65217e-05 6.91013e-05 0.000129698 7.98693e-05 0.000131059 0.000138365 0.000100591 0.000101674 9.50256e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 -0.053579999999999996 -0.080884999999999985 -0.060264999999999992 0.15100500000000003 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 -6 8 -7 -5
right_child=1 -3 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.00072928693647596827 -0.00039250360752947133 0.00049242979750904834 -0.00056336014711149979 0.0002525295621032031 -5.6477444704491069e-06 0.00064272501299497459 0.00086513026127868823 -0.00034557025554391411 -0.00012364589321140726 -0.00056201578168602246
leaf_weight=0.0010267457546013171 0.0014297208421098903 0.0010226682154095184 0.0011265359106900049 0.0010203587223578574 0.0010990578068412176 0.0013345261358089361 0.0019398426197522536 0.001741502169774139 0.0013277460523746752 0.0011961533251812623
leaf_count=612 572 298 820 77 179 466 378 272 142 94
internal_value=0 4.96257e-05 1.25545e-05 6.62477e-05 0.000139678 0.000236979 0.000550202 2.08348e-05 0.000260515 -0.000187044
internal_weight=0 0.0132381 0.0122154 0.0107857 0.00965919 0.00744267 0.0030389 0.00440377 0.00266227 0.00221651
internal_count=3910 3298 3000 2428 1608 1437 557 880 608 171
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=10
num_cat=0
split_feature=15 15 131 52 4 13 4 43 0
split_gain=2.33708e-05 5.11436e-05 3.94691e-05 4.78731e-05 8.62889e-05 5.53495e-05 6.16605e-05 9.77689e-05 0.000101266
threshold=-0.24219999999999997 -0.11739999999999999 0.08844500000000001 0.11110500000000002 -0.34687499999999999 -0.10939499999999998 -0.076854999999999993 -0.088734999999999994 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9
right_child=1 2 -4 -5 5 6 7 8 -10
leaf_value=0.011613711240432737 -0.022482803511298163 -0.024887751761410157 -0.018118003784298994 0.019879309187141009 0.025776936953881835 0.020647609021932956 0.019627121627391098 0.0068308184517529395 -0.03123426125956922
leaf_weight=0.0015072362108713927 0.001065113727011696 0.0012065228802978084 0.0010095881780840385 0.0013767245080304876 0.0010089376666040763 0.0011405969968366217 0.0011002896141728102 0.0011956117878177998 0.0016822432078742347
leaf_count=317 297 239 475 424 166 770 240 79 903
internal_value=0 -0.0016801 0.00059933 0.00276865 -0.000443241 0.00436981 0.00015033 -0.00572656 -0.01542
internal_weight=0 0.0107856 0.00972051 0.00871093 0.0073342 0.00612768 0.00511874 0.00397814 0.00287785
internal_count=3910 3593 3296 2821 2397 2158 1992 1222 982
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=9
num_cat=0
split_feature=159 0 0 2 0 16 4 16
split_gain=2.67147e-05 4.90919e-05 9.8089e-05 7.13252e-05 7.01502e-05 5.92487e-05 0.000100447 4.55616e-05
threshold=-0.034019999999999988 -0.076734999999999984 -0.053834999999999994 0.10836000000000003 -0.099864999999999995 -0.27337499999999998 0.0057500000000000008 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 7 5 -2 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.014742656413537876 -0.014918406306421947 0.03428208974496607 0.0042375716718722018 0.023737571556160134 -0.02779967216715272 -0.010732175659765522 0.023566493235403958 -0.021719875514029194
leaf_weight=0.0011234409848466442 0.0016970341630195779 0.001162842055787336 0.001514859188983024 0.0010106661061652163 0.0010674263019776484 0.0015706706237325575 0.0018709192104223414 0.001221408295814054
leaf_count=520 308 501 167 246 1546 303 133 186
internal_value=0 0.0014384 0.00890996 0.00103585 -0.00447255 0.000373105 0.00791329 -0.00734925
internal_weight=0 0.0111158 0.00490978 0.00374693 0.00620605 0.00513862 0.00344159 0.00273627
internal_count=3910 3390 1100 599 2290 744 436 353
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=9
num_cat=0
split_feature=48 4 42 15 12 4 16 43
split_gain=2.44025e-05 6.09076e-05 4.31466e-05 7.63832e-05 5.91372e-05 9.5694e-05 0.000131668 1.56673e-05
threshold=0.11930500000000001 0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.036459999999999992 0.0057500000000000008 -0.008734999999999998 -0.079374999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.015196366272873456 -0.01478711673152977 0.017649481522264795 -0.023083646490947039 -0.023029212168983924 -0.024017179917982249 0.028986454465428441 0.017033184265942049 -0.0057060816415131499
leaf_weight=0.0010874079618690344 0.0010275948344393776 0.0018955140624546283 0.0010773655251745087 0.0010682152705550549 0.0013231579492708086 0.0018016683631560497 0.0019081504758914922 0.0010007334837283514
leaf_count=207 161 388 335 785 389 275 504 866
internal_value=0 0.00131673 -0.00202416 0.00164462 0.00595104 0.0105201 0.000223859 -0.0147153
internal_weight=0 0.0111622 0.0092667 0.0071886 0.00612038 0.00503298 0.00323131 0.0020781
internal_count=3910 3749 3361 2160 1375 1168 893 1201
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=10
num_cat=0
split_feature=124 3 1 2 52 150 4 47 4
split_gain=2.75478e-05 3.95512e-05 5.97894e-05 4.92428e-05 5.82863e-05 6.78848e-05 5.57332e-05 7.07175e-05 4.2091e-05
threshold=-0.048219999999999992 0.16699000000000003 0.13148500000000005 0.11542500000000001 0.092885000000000009 0.087235000000000021 -0.08422499999999998 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.014440355981989462 -0.013348380802540291 0.016912635890045217 -0.024009879559574655 0.017617082816249428 -0.022775737332322878 -0.021208129784545601 0.035410023200660334 -0.0071308002415004998 0.0089874219500549191
leaf_weight=0.0011860462361409372 0.0011811789689291884 0.0010436914875353283 0.0012487611743193091 0.0012662958027751499 0.0013193975645451753 0.0011721886426568559 0.0011644233025256891 0.0013094782332858171 0.0012501804174113839
leaf_count=319 600 162 134 304 664 221 898 277 331
internal_value=0 -0.00160366 -0.00355337 -0.000604635 -0.00372408 0.000411977 0.00557844 0.0115815 0.0217295
internal_weight=0 0.0109556 0.0099119 0.00866314 0.00739685 0.00607745 0.00490526 0.00372408 0.0024146
internal_count=3910 3591 3429 3295 2991 2327 2106 1506 1229
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=10
num_cat=0
split_feature=0 1 39 47 4 15 49 13 2
split_gain=2.57043e-05 4.86453e-05 4.20747e-05 7.53549e-05 8.78055e-05 0.000136876 7.01886e-05 2.42375e-05 2.25725e-05
threshold=0.055865000000000005 0.076710000000000014 0.085060000000000011 0.09252500000000001 0.0057500000000000008 -0.43091499999999999 -0.006494999999999999 0.0099250000000000015 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -2 -7
right_child=7 2 -4 -5 5 8 -8 -9 -10
leaf_value=-0.016189503381242323 0.021236686111432073 -0.030377273219652962 0.019913540644720507 -0.020531387944042936 -0.014024793674198736 0.0408054262295095 0.0046020891082366689 -0.00065076681449871326 0.019794047028535398
leaf_weight=0.0019705942749523178 0.0010081059440688852 0.0010087859450831189 0.0010589684317429465 0.0016015863572139038 0.00105813048025305 0.0010205751210892802 0.0013298757620306798 0.0010156779133640992 0.0010246113808078366
leaf_count=1921 116 194 310 272 102 104 630 139 122
internal_value=0 -0.00209823 0.00132887 -0.00146525 0.00414595 0.0151728 -0.0104863 0.010252 0.030279
internal_weight=0 0.0100731 0.00810253 0.00704357 0.00544198 0.00310332 0.00233866 0.00202378 0.00204519
internal_count=3910 3655 1734 1424 1152 328 824 255 226
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=10
num_cat=0
split_feature=49 3 151 13 4 4 16 3 1
split_gain=2.44437e-05 9.53261e-05 5.37389e-05 6.35231e-05 7.50038e-05 6.94315e-05 0.00010308 3.4143e-05 2.60556e-05
threshold=-0.029304999999999998 -0.08348499999999999 -1.0000000180025095e-35 0.0099250000000000015 0.40812500000000007 -0.0021099999999999995 0.022165000000000004 -0.11171999999999999 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -5 -3
right_child=2 8 3 7 -6 -7 -8 -9 -10
leaf_value=0.03096274750728123 -0.024329188686222577 -0.015872942212365907 0.03068206458459426 -0.028090063390030284 0.029960166464147338 -0.014529754098431165 -0.0075656824200482633 -0.0020809303416715707 0.0064210384625759927
leaf_weight=0.0011217795491487246 0.0010204906356207554 0.0010893690788376098 0.0013078283809947809 0.0010183147724878022 0.0010236409506464749 0.0019258013654025402 0.0015277596089426711 0.001000718100938206 0.0010105267355247057
leaf_count=180 385 159 1231 229 231 604 370 301 220
internal_value=0 0.00742797 -0.00274907 7.28355e-05 0.0054028 0.000123265 0.0100749 -0.0151988 -0.00514447
internal_weight=0 0.00322168 0.00882455 0.00780406 0.00578503 0.00476139 0.00283559 0.00201903 0.0020999
internal_count=3910 559 3351 2966 2436 2205 1601 530 379
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=9
num_cat=0
split_feature=159 0 0 3 0 2 0 0
split_gain=2.57174e-05 4.82761e-05 9.11065e-05 7.21214e-05 6.88894e-05 7.6695e-05 6.06667e-05 5.4604e-05
threshold=-0.034019999999999988 -0.076734999999999984 -0.053834999999999994 -0.115685 -0.10575999999999998 0.113945 -0.23029999999999998 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.014613100652112385 0.029327658234716267 0.033475749879511407 0.015840713914059234 -0.012193908047933853 -0.023155726957439223 -0.019748647321450749 -0.016623719200577921 0.014361974795246677
leaf_weight=0.0010975191948084688 0.0010519194839979651 0.0011500627621358148 0.0017604551381492398 0.0019167682463607694 0.0014912862031204377 0.0012312437797793565 0.0010396241656545164 0.0012555972744178268
leaf_count=520 83 501 206 393 1637 174 175 221
internal_value=0 0.00144689 0.00891043 0.00122755 -0.00448895 0.00159125 0.00944112 0.000326956
internal_weight=0 0.010897 0.00482729 0.00367722 0.00606967 0.00457838 0.00334714 0.00229522
internal_count=3910 3390 1100 599 2290 653 479 396
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 49 15 0 0 15
split_gain=0.000156906 8.72567e-05 0.000114666 8.46292e-05 8.41159e-05 7.39028e-05 7.44678e-05 0.00014598 6.31438e-05 7.35021e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 -0.03231499999999999 -0.0010999999999999996 -0.006494999999999999 0.079360000000000014 -0.032484999999999993 -0.10943499999999999 -0.14487999999999998
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 8 6 -8 -9 -10 -11
leaf_value=-0.00074335469019304031 -0.00049614822079615845 0.00071884412453371879 0.0006685051479335787 -0.00053992843757528976 0.00024982888722070582 0.00076597156369422395 -0.00043762620861733412 -0.00015097724080427423 0.00038321446663089641 -0.0003562464688753209
leaf_weight=0.0010144700572791007 0.0010176095817212389 0.001057079184499315 0.0011977218246870796 0.0013086744183617646 0.0014125689397707182 0.0010033999050897092 0.001114736272958404 0.0019941314377001388 0.0017779768507339149 0.0016894146999999094
leaf_count=612 369 260 269 184 142 153 1157 103 486 175
internal_value=0 5.6077e-05 0.000100834 4.40193e-05 0.000202887 -0.000134095 -4.94386e-06 0.000155964 8.86071e-05 -8.02543e-05
internal_weight=0 0.0135733 0.0125557 0.0114986 0.00607768 0.00542094 0.00411227 0.00299753 0.00487996 0.00310198
internal_count=3910 3298 2929 2669 1072 1597 1413 256 803 317
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 12 42 13 13 4 16
split_gain=0.000159965 7.02628e-05 0.000102421 9.19509e-05 0.000115687 0.000100792 6.80018e-05 9.38071e-05 7.74704e-05 7.60938e-05 0.000129701
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.085775000000000004 -0.010739999999999998 -0.13934999999999997 -1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -9 -11
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00075297443266756346 0.00062197550079827674 0.00052720104943649053 -0.00057513349722284864 4.266149852130066e-05 -0.00055161976525506585 0.00064926434002857169 -0.00037912616518240332 0.00024331865822404121 0.00079390269686372837 -0.00082684492685080094 0.00010664629576549029
leaf_weight=0.001008835102235141 0.0010468237699420265 0.0011192042755623225 0.00103794384115287 0.0010141334787860667 0.0012304965574497463 0.0010869066550596032 0.0014013718616085451 0.0016575298121026538 0.0011004297318312319 0.0010272228970060956 0.0012919950947103045
leaf_count=612 156 216 117 100 476 281 692 571 469 115 105
internal_value=0 5.75112e-05 1.33174e-05 6.95745e-05 1.06284e-05 9.12668e-05 1.03224e-05 9.99192e-05 0.000433611 -7.75155e-05 -0.000306814
internal_weight=0 0.0130141 0.0118949 0.0108569 0.00981009 0.00857959 0.00749268 0.00609131 0.00211456 0.00397675 0.00231922
internal_count=3910 3298 3082 2965 2809 2333 2052 1360 569 791 220
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 133 2 1 13 0 12
split_gain=0.000176022 8.78044e-05 8.30931e-05 7.50702e-05 8.02527e-05 0.00015 0.000115094 0.000177151 0.000125161 6.75912e-05 5.20498e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0023199999999999996 0.10393500000000001 0.11198000000000001 -0.090394999999999989 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 10 -10
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00079012657625222578 -0.00049821826250202395 0.0005968659660250343 -0.00034718931229790127 -0.00042758323638970782 -0.00053380118755714774 0.0010282534108270783 -0.00043696661589235714 0.00058194488122308011 0.00022916124402134748 -0.0001335255421604239 0.00080130595210590972
leaf_weight=0.001011345885535273 0.0010054555233054386 0.0011898412505730272 0.001302659731811197 0.0011289201685036462 0.001011581132808418 0.0011204759254887513 0.0017144142025916844 0.001062692496162912 0.0015719655946992454 0.001076413274531935 0.0010003362594007102
leaf_count=612 215 151 581 188 751 118 276 204 144 149 521
internal_value=0 5.86874e-05 0.000104662 5.13711e-05 0.000106206 0.000175221 0.000270265 -4.70682e-05 0.000455049 0.000279024 0.000451661
internal_weight=0 0.0131848 0.0121793 0.0109895 0.00986054 0.00855788 0.0075463 0.00277711 0.00476919 0.00364872 0.0025723
internal_count=3910 3298 3083 2932 2744 2163 1412 480 932 814 665
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 151 16 2 52 0 1
split_gain=0.00013747 5.67748e-05 0.000101619 0.000154886 7.37064e-05 4.98311e-05 8.42687e-05 6.73068e-05 0.000179607 8.56931e-05 0.000126687
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 -0.50388999999999984 0.10113500000000002 0.10701500000000001 -0.069794999999999982 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 9 -9 10 -8
right_child=1 2 5 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0007088728692593001 -0.00040130699225843507 0.00039138282962807329 -0.00036575812447224853 0.00087908243649800896 -0.00033467786019380379 0.00049922780259193257 -0.00063339603279663687 -0.00093056104551055626 0.00023101403013667387 0.00045770464655236581 0.00032231806722840772
leaf_weight=0.0010085471308977122 0.0010187011906746873 0.0010905740403283227 0.0014600297488885656 0.0013592011143435693 0.0010600598945940121 0.0012253521249516765 0.0010712739842238419 0.0010273412045396176 0.0010198262168840512 0.0014693600048768661 0.0010617981576190563
leaf_count=612 379 211 273 280 123 166 1211 158 170 173 154
internal_value=0 4.28827e-05 8.10848e-05 0.000360958 3.35033e-05 -3.67689e-05 3.30983e-05 -6.80014e-05 -0.000351906 9.33339e-05 -0.000157662
internal_weight=0 0.0128635 0.0118448 0.00350984 0.00215063 0.00833498 0.00687495 0.0056496 0.00204717 0.00360243 0.00213307
internal_count=3910 3298 2919 614 334 2305 2032 1866 328 1538 1365
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=11
num_cat=0
split_feature=14 484 157 1 4 0 13 15 2 0
split_gain=0.000160992 0.000152105 0.000103688 7.38622e-05 0.000129755 0.000126254 0.000110634 0.000154417 6.07559e-05 8.36865e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.12730000000000002 -0.0017649999999999999 -0.230625 -0.082709999999999992 -0.099824999999999983 0.10113500000000002 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -8 9 -4
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00067993327525934187 -0.00077112052666687323 0.00064439511411080639 5.7333315010257193e-05 0.00042100120316037237 0.00030833994258364279 -1.8131591505802072e-05 -0.000173785203520681 -0.0011721292852195945 -8.7865947165325961e-05 0.00071339321363386038
leaf_weight=0.0010483950207145582 0.00101379681396191 0.0012047768752254185 0.0015057132427846692 0.0016763605631536964 0.0012716119390134839 0.0017076276020668727 0.0011934704588270487 0.0011891529374160725 0.0016262119636026645 0.0014845513813229907
leaf_count=583 153 389 1260 280 87 243 161 302 299 153
internal_value=0 3.82265e-05 9.6776e-05 4.01671e-05 -2.3813e-05 -0.000231286 -0.000399049 -0.000672053 0.000217159 0.000383042
internal_weight=0 0.0139079 0.0128595 0.0116547 0.00997834 0.00536186 0.00409025 0.00238262 0.00461648 0.00299026
internal_count=3910 3757 3174 2785 2505 793 706 463 1712 1413
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=13
num_cat=0
split_feature=14 484 157 4 1 16 15 12 15 13 16 2
split_gain=0.000378495 0.000189728 0.000150058 0.000105208 0.000138132 0.000161258 0.000160199 8.39505e-05 8.84098e-05 0.000131675 8.33009e-05 7.59515e-05
threshold=0.064610000000000015 -0.0043499999999999988 -0.072409999999999988 -0.0017649999999999999 0.12864500000000004 -0.055679999999999993 -0.14487999999999998 0.098355000000000012 -0.014614999999999998 -0.07409499999999998 -0.30307999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 8 -4 -10 -8 -12
right_child=-2 2 3 4 -6 -7 10 -9 9 -11 11 -13
leaf_value=-0.00070180870905709044 -0.0011629105777609121 0.00076192763680779261 0.00075808689978124533 0.0005509125912367981 0.00046319263677545492 -0.00085704959562965088 -0.0006496963169643421 -0.00021517407310244624 0.00073258131980460895 -0.00016980301861719245 -0.00038722388460046614 0.00035870583648785724
leaf_weight=0.0011181168970604187 0.001012473587146733 0.0013383173114841903 0.0016549841208994194 0.0012502067382086182 0.001441506305376805 0.0011950787125153822 0.001344083467224587 0.0010513630431272418 0.0010138666277578366 0.0016072831545109376 0.0010796013924081445 0.0010212503471395172
leaf_count=583 138 389 341 163 224 241 208 274 417 735 88 109
internal_value=0 7.54485e-05 0.000137535 7.15255e-05 -8.08482e-05 -0.000213991 -5.03095e-05 0.000281223 0.000403271 0.000179241 -0.0002685 -2.46181e-05
internal_weight=0 0.0151157 0.0139975 0.0126592 0.00733173 0.00589022 0.00469514 0.0053275 0.00427613 0.00262115 0.00344494 0.00210085
internal_count=3910 3772 3189 2800 1033 809 568 1767 1493 1152 405 197
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=9
num_cat=0
split_feature=124 13 1 151 1 3 12 4
split_gain=2.47454e-05 3.95318e-05 3.31708e-05 4.40547e-05 5.53682e-05 0.000118507 4.02103e-05 3.68795e-05
threshold=-0.048219999999999992 -0.23438999999999996 0.13148500000000005 -0.084129999999999996 0.094695000000000015 -0.080744999999999997 0.092365000000000017 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -5
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=0.013638215274254142 0.013879788771459676 -0.020338052148021965 -0.018867906681349102 0.021796791154865953 0.019784564179246823 -0.026618998064099959 -0.0027958510207024044 -0.0040508406994870065
leaf_weight=0.0011927269148877583 0.0014468611842756501 0.0010843008645183621 0.0012756065541691857 0.0010732544517749589 0.0019886935663251636 0.0016996075696842426 0.0013068869893257049 0.001136585330547494
leaf_count=319 178 338 148 108 259 951 308 1301
internal_value=0 -0.00152558 -0.00385591 -0.00154578 0.00128231 -0.00676629 0.0108301 0.0085026
internal_weight=0 0.0110118 0.00956494 0.00828933 0.00720503 0.00390945 0.00329558 0.00220984
internal_count=3910 3591 3413 3265 2927 2360 567 1409
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=11
num_cat=0
split_feature=484 474 160 133 0 2 0 2 2 16
split_gain=0.000176898 6.34382e-05 0.00013517 0.00012792 8.83082e-05 0.000137474 0.000181192 0.0001078 9.4388e-05 7.49628e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 0.11085000000000002 0.10302000000000001 0.091985000000000011 0.10836000000000003 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 9 -5 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00078822334404552569 -0.00057010846729476045 0.00049990790838785361 -0.00054723931151518359 0.00025311327086280014 0.00039681941469398051 0.00076778966331648036 -0.00059189334147832968 0.00085221033091219766 -0.0005624757482518755 -0.00016433255334626792
leaf_weight=0.0010319927773112204 0.0013557321121340669 0.0011257048506507971 0.0010972584119508738 0.0010131560453529517 0.0019429441179094737 0.0016142210619374603 0.0011091619068562125 0.0010228747133810938 0.0011820310417935938 0.0017303945796633296
leaf_count=612 556 318 820 77 475 296 101 274 94 287
internal_value=0 5.47369e-05 1.32105e-05 8.70362e-05 0.000159421 0.000261634 0.000120894 0.000289242 -0.000186053 0.000132478
internal_weight=0 0.0131935 0.0120678 0.010712 0.00961478 0.0074196 0.00580538 0.00469621 0.00219519 0.00367334
internal_count=3910 3298 2980 2424 1604 1433 1137 1036 171 762
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=10
num_cat=0
split_feature=1 376 49 13 2 1 2 13 49
split_gain=2.46873e-05 5.42277e-05 4.34022e-05 5.6948e-05 6.53853e-05 0.000119142 7.41592e-05 7.4256e-05 5.29738e-05
threshold=0.13662500000000002 0.048375000000000008 -0.045004999999999996 0.066010000000000013 0.10679500000000001 0.11235500000000002 0.092865000000000017 -0.071149999999999977 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 7 -4 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0077651372826407885 0.014421793933027994 0.020688674331382419 -0.02461739625752013 -0.025063771749660103 -0.041992683081489776 0.0058062586195695215 0.026613383320073521 0.0084999727920781754 0.020911286610808499
leaf_weight=0.0012080760737681307 0.001075605587482425 0.0010068821464888937 0.00109003749202337 0.0014805608827806521 0.0010180524519926635 0.0010690734777825477 0.0010868661034957486 0.0017869917315172536 0.0013800981762806985
leaf_count=201 225 173 1009 377 306 121 418 864 216
internal_value=0 -0.00144351 -0.00364559 -0.00748464 -0.00318339 -0.017509 0.00435952 -0.00404741 0.00752606
internal_weight=0 0.0111266 0.0101198 0.00753158 0.00605102 0.00208713 0.0039639 0.00287703 0.00258817
internal_count=3910 3685 3512 3095 2718 427 2291 1873 417
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=9
num_cat=0
split_feature=132 42 160 474 15 15 0 12
split_gain=2.41188e-05 5.09427e-05 7.36263e-05 0.00010659 7.79996e-05 9.0809e-05 7.62492e-05 0.000123388
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.041585000000000004 -0.03231499999999999 -0.15517999999999996 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8
right_child=-2 2 4 -5 -6 -7 7 -9
leaf_value=-0.020038442251383487 0.01412272252433734 -0.034392087667279629 -0.0078905251006452671 0.0093557507651411392 0.027013178171641967 -0.017188022721870696 0.038329998503933732 -0.00611099539091283
leaf_weight=0.0013002169367868121 0.001093659279400752 0.0012449179577663822 0.0016155609463535761 0.0010077807895906075 0.0014073851120364163 0.0019078807286647603 0.0015009268954367608 0.0010702231878522771
leaf_count=868 395 649 151 307 620 311 423 186
internal_value=0 -0.00144489 0.00103348 -0.0148208 0.00579421 0.000894248 0.00913432 0.0198317
internal_weight=0 0.0110549 0.00975468 0.0022527 0.00750198 0.00609459 0.00418671 0.00257115
internal_count=3910 3515 2647 956 1691 1071 760 609
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=10
num_cat=0
split_feature=2 40 51 43 2 52 3 3 2
split_gain=2.32389e-05 5.69951e-05 6.60816e-05 5.45005e-05 5.97643e-05 5.13972e-05 7.08798e-05 5.04043e-05 6.32123e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.09021499999999999 -0.089949999999999988 0.097940000000000013 0.09086000000000001 0.11265500000000002 -0.08348499999999999 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -2 -5 -9
right_child=5 2 3 4 -6 -7 -8 8 -10
leaf_value=-0.02279703992682032 0.016291427117113292 0.022171078608665389 -0.021869462694592952 0.010692280073771937 0.021204927687826291 0.023611065534366343 -0.017793444023660697 0.003350552513535757 -0.029827339078582728
leaf_weight=0.0012318794010516892 0.0011577207774978008 0.0011753166034540862 0.0013015690288887003 0.0012955982703269676 0.0011383657136709207 0.0011975993402895263 0.0012897947393227924 0.0011002206949035625 0.0012012304470643527
leaf_count=266 398 319 460 711 231 195 174 513 643
internal_value=0 -0.00291811 0.000477257 -0.00374623 0.0012351 0.00663563 -0.00167066 -0.0050848 -0.0139665
internal_weight=0 0.00844418 0.0072123 0.00603698 0.00473542 0.00364511 0.00244752 0.00359705 0.00230145
internal_count=3910 3143 2877 2558 2098 767 572 1867 1156
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=12
num_cat=0
split_feature=484 41 474 150 123 1 12 12 150 3 4
split_gain=0.000172205 6.26853e-05 0.000111134 8.92115e-05 0.000109671 0.000160282 0.000102711 0.0001162 0.000150355 0.000130766 7.7698e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084655000000000022 0.11398500000000002 0.084495000000000015 0.12864500000000004 0.098845000000000016 0.090385000000000007 0.075065000000000007 0.090325000000000003 -0.060264999999999992
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 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00077490754273535809 0.00040634891203351458 -0.00041097161497809871 0.00070858958070661867 -0.00047000019585148253 -0.00052065252788887826 0.0007913357089933805 -0.00042200394953960792 0.0006214066118982838 0.00065686811528552116 -0.00070780881994722197 -0.00029140151805333157
leaf_weight=0.0010475140185368338 0.0013081552270821867 0.0010423904712240388 0.0010231638618365237 0.001207213419639642 0.0010046101291011312 0.0013285730217974375 0.0014217918410505872 0.0015819772362992077 0.0010636709150332394 0.0012110759164612461 0.001155599817162781
leaf_count=612 650 183 308 114 196 167 393 631 179 131 346
internal_value=0 5.07085e-05 8.98161e-05 3.37029e-05 9.40552e-05 0.000162135 5.41643e-05 0.000161278 7.66175e-06 -0.000180249 7.9076e-05
internal_weight=0 0.0133482 0.0123058 0.0112827 0.0100755 0.00907084 0.00774227 0.00632048 0.0047385 0.00367483 0.00246376
internal_count=3910 3298 3115 2807 2693 2497 2330 1937 1306 1127 996
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=10
num_cat=0
split_feature=124 50 160 42 1 1 160 4 4
split_gain=2.27397e-05 3.93493e-05 7.04072e-05 6.87723e-05 7.31749e-05 6.68086e-05 5.0536e-05 6.06455e-05 6.67503e-05
threshold=-0.048219999999999992 0.083475000000000008 0.090735000000000024 -1.0000000180025095e-35 0.12293500000000002 0.10915500000000002 -1.0000000180025095e-35 0.05309500000000001 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.013078283744524861 -0.020198586167021512 -0.020165963210000602 -0.023897207061199299 -0.010294135895362469 0.031466230130503613 -0.016489009683880316 0.01880201085897841 0.032198907750643053 -0.01169546249732328
leaf_weight=0.0011907562061513688 0.0010842664505162141 0.0010209498969150086 0.0010596492567060663 0.0011717077502514002 0.0010331007455673903 0.0014074907857309846 0.0016414253394344018 0.0011970449261115845 0.0012752361863188509
leaf_count=319 723 704 297 637 195 183 451 146 255
internal_value=0 -0.00147671 0.000456517 0.00338564 0.00669545 0.00287189 0.00802765 0.0132462 0.00546777
internal_weight=0 0.0108909 0.00986992 0.00881027 0.00772601 0.0066929 0.00528541 0.00411371 0.00291666
internal_count=3910 3591 2887 2590 1867 1672 1489 852 706
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=10
num_cat=0
split_feature=150 2 49 42 1 4 4 4 0
split_gain=2.31861e-05 8.83539e-05 5.52973e-05 6.83181e-05 5.09383e-05 9.68471e-05 5.66423e-05 4.32198e-05 2.5124e-05
threshold=0.077110000000000012 0.090695000000000012 -0.00064499999999999985 0.091955000000000023 0.11198000000000001 -0.0010999999999999996 -0.08422499999999998 0.22584000000000001 0.13167000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -6 -4
right_child=1 -3 3 -5 7 -7 -8 -9 -10
leaf_value=-0.024492862300494182 -0.010241162918876275 0.025376836412905925 -0.010607897791552485 -0.021917577413732368 0.003149838701260409 -0.02047929367849978 0.027936705288403564 0.032017252825124784 0.010883783798133916
leaf_weight=0.001013048112033582 0.0013629776226113562 0.0014241443334359486 0.0011442576855732619 0.0011878920486428192 0.0010685717835276496 0.0017433162754868798 0.0010435409053809086 0.0010077744614327433 0.0010367809781373222
leaf_count=355 265 258 594 733 109 491 872 184 49
internal_value=0 0.00795868 -0.00244657 0.000266446 0.00400741 -0.00149014 0.00877604 0.0171609 -0.000391588
internal_weight=0 0.00278712 0.00924518 0.00823213 0.00704424 0.0049679 0.00322458 0.00207635 0.00218104
internal_count=3910 523 3387 3032 2299 2006 1515 293 643
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=9
num_cat=0
split_feature=51 157 2 1 12 3 48 15
split_gain=2.19599e-05 5.80827e-05 5.74561e-05 6.29737e-05 5.05386e-05 6.94748e-05 8.68255e-05 4.9256e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.086650000000000019 0.095575000000000007 0.096315000000000026 0.088060000000000013 0.082070000000000018 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -7
right_child=1 2 4 -5 -6 7 -8 -9
leaf_value=0.010615243964532941 -0.023684858879929927 -0.030668363125018545 0.0075979812728350672 -3.1166546239313872e-05 -0.013091480797818376 -0.017478578627898169 0.044872254702140152 0.010809748086399706
leaf_weight=0.0016677267424789833 0.00108095365345521 0.0010278538352256417 0.001658132854399106 0.0019319073731449768 0.0011134247807162816 0.0010943127848853161 0.0010029078123321912 0.0014068295223923265
leaf_count=515 538 966 690 350 356 118 231 146
internal_value=0 -0.00175254 0.000814527 -0.0106707 0.00623131 0.010399 0.0216461 -0.00156711
internal_weight=0 0.0103163 0.00923537 0.00295976 0.00627561 0.00516218 0.00266104 0.00250114
internal_count=3910 3395 2857 1316 1541 1185 921 264
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=11
num_cat=0
split_feature=484 474 160 133 151 13 2 15 0 150
split_gain=0.000144988 6.81498e-05 8.87069e-05 0.000133616 7.16929e-05 9.50891e-05 0.000233442 5.74308e-05 0.000207999 0.000135199
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 -0.084129999999999996 -0.083354999999999985 0.10393500000000001 -0.053579999999999996 -0.017269999999999997 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 9 -9 -7
right_child=1 -3 3 4 5 7 -8 8 -10 -11
leaf_value=-0.00072316659910018626 -0.00045663953851921295 0.00053737138864356658 -0.00057817214129379975 -0.00035170797895335169 0.00099893430441440681 0.00058558430621901097 -0.00016636726992397274 -0.0006062449762806668 0.00045013235045799721 -0.00029111762664347157
leaf_weight=0.0010043476670696964 0.0013919655163415279 0.0010170710760028347 0.0010965721717449721 0.0010005766819472161 0.0015637610510375812 0.0018045813556203895 0.001144802665275823 0.0016020155995643969 0.0012966051981421109 0.0010816426355783008
leaf_count=612 572 298 820 188 197 276 135 578 162 72
internal_value=0 5.0072e-05 8.7103e-06 6.98734e-05 0.000144724 0.000203207 0.000506407 6.12427e-05 -0.000133708 0.000257031
internal_weight=0 0.0129996 0.0119825 0.0105906 0.00949399 0.00849341 0.00270856 0.00578484 0.00289862 0.00288622
internal_count=3910 3298 3000 2428 1608 1420 332 1088 740 348
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=9
num_cat=0
split_feature=48 4 151 4 13 16 15 3
split_gain=2.16964e-05 5.63583e-05 3.79946e-05 5.30238e-05 8.13781e-05 6.74567e-05 3.42776e-05 9.98203e-05
threshold=0.11930500000000001 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.062819999999999987 -0.057604999999999996 1.0000000180025095e-35 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.011032533974018804 -0.014001112129339317 0.01726326590392405 -0.015183636930188808 -0.035401329331864684 -0.020649015534030153 0.01580915748912045 -0.012836982512601581 0.022295803983008525
leaf_weight=0.0018079466929748827 0.001017221857022914 0.0018337645160438785 0.0011533771192473547 0.0011982928690527223 0.0010216331948900716 0.0010084492738564967 0.0010838244848250947 0.0018511022171746007
leaf_count=534 161 388 448 387 214 171 1335 272
internal_value=0 0.00126617 -0.00194875 -0.00515641 -0.0147363 -0.00253831 0.00240841 0.00790798
internal_weight=0 0.0109584 0.00912463 0.00731668 0.00322838 0.00203008 0.0040883 0.00300448
internal_count=3910 3749 3361 2827 772 385 2055 720
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=14
num_cat=0
split_feature=14 484 157 132 133 52 13 3 150 3 1 4 12
split_gain=0.000178156 0.000158147 0.000125844 8.77347e-05 9.94651e-05 0.000105227 0.000186789 0.000188864 0.000111299 0.000134706 8.40031e-05 0.000125451 6.0097e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -1.0000000180025095e-35 0.11588000000000002 -0.090394999999999989 0.10856000000000002 0.087235000000000021 -0.00088499999999999983 0.10285500000000002 -0.084009999999999987 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 12 8 9 10 11 -8 -6
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00066498435006475374 -0.0007987573700170001 0.00069426426032157625 -0.00056913529515019261 0.00056253643578698482 0.00093106067828671254 -0.00043655815004387005 0.00028661566396438124 -0.00077186248637293238 -0.00042071200057014463 0.00080984668134564833 0.00051227136176989509 -0.00067182694947635381 0.00028510312937961887
leaf_weight=0.0010847127535965869 0.0010009045994922297 0.0012956494755423939 0.0010713454957719777 0.0011736822601422408 0.0011873299087031466 0.0014202077380279432 0.0010857807559966652 0.0010925148817115815 0.0011540414459872139 0.0012427507630274962 0.0010052158576807765 0.0010166953779973693 0.0010376863105013984
leaf_count=583 147 389 843 276 155 354 136 84 121 103 171 505 43
internal_value=0 5.58781e-05 0.00011261 5.22587e-05 -6.78039e-07 5.87831e-05 0.000138525 -2.71716e-05 0.000120633 0.000264235 4.60476e-05 -0.000176859 0.000629804
internal_weight=0 0.0148676 0.0137829 0.0124873 0.0113136 0.0102422 0.00882202 0.006597 0.00550448 0.00435044 0.00310769 0.00210248 0.00222502
internal_count=3910 3763 3180 2791 2515 1672 1318 1120 1036 915 812 641 198
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=10
num_cat=0
split_feature=11 43 2 3 49 160 2 0 1
split_gain=2.31201e-05 3.94423e-05 7.47886e-05 5.22978e-05 4.96996e-05 5.92892e-05 7.36235e-05 8.40976e-05 7.03907e-05
threshold=0.079700000000000007 -0.053009999999999995 0.093815000000000009 -0.074234999999999982 0.093425000000000022 -0.026849999999999995 0.11165000000000001 0.012625000000000003 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 -7
right_child=-2 4 -4 -5 -6 6 -8 -9 -10
leaf_value=0.010802614424838361 -0.014237152959812524 0.012742208865670741 0.027564923304923279 -0.018126488173034448 0.017095983687606574 0.0062480611443789498 0.0093334171388935652 -0.043737160464797441 -0.027690637713429035
leaf_weight=0.0015421803229070589 0.0010449316287417581 0.0012322644382355219 0.0014301909554775981 0.0010506274959098819 0.0010239194265737796 0.0013269882521967649 0.0012085919532762507 0.0010030628268017164 0.0011328119717560626
leaf_count=929 254 333 542 246 251 822 204 69 260
internal_value=0 0.00133117 0.00920669 -0.000919701 -0.00324228 -0.00676967 -0.0119166 -0.0193332 -0.00938173
internal_weight=0 0.0109506 0.004023 0.00259281 0.00692764 0.00590372 0.00467146 0.00346286 0.0024598
internal_count=3910 3656 1717 1175 1939 1688 1355 1151 1082
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=10
num_cat=0
split_feature=159 51 484 43 16 4 52 2 2
split_gain=2.21002e-05 4.48181e-05 4.83399e-05 4.20993e-05 5.23302e-05 6.8686e-05 5.034e-05 6.41385e-05 6.08897e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.073139999999999983 0.18936500000000003 0.0021050000000000005 -0.069134999999999988 0.10113500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -8
right_child=1 -3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.013554623237511922 -0.02009281634892765 0.021166765323069766 0.019409919024555577 -0.026518418570933445 0.024259433214713081 0.014196131786004094 -0.0094909905456710755 -0.018302982683746066 0.022067723104167596
leaf_weight=0.0010966037710557599 0.001153480764092362 0.0010318684215656323 0.0010616248503776031 0.0012222306011949692 0.001037586359300997 0.0011837018510218564 0.0011742995030146913 0.0017087807898211083 0.0012753538652654408
leaf_count=520 602 264 346 397 193 255 366 284 683
internal_value=0 0.00134183 -0.000741963 -0.00318544 0.00557033 -0.00272665 -0.00867709 -0.00343324 0.0069393
internal_weight=0 0.0108489 0.00981706 0.00875543 0.00337477 0.00233718 0.00538066 0.00415843 0.00244965
internal_count=3910 3390 3126 2780 1050 857 1730 1333 1049
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=12
num_cat=0
split_feature=484 52 52 1 52 151 49 0 15 2 43
split_gain=0.00014193 7.11629e-05 9.78674e-05 0.000121422 8.00423e-05 6.28971e-05 7.47473e-05 5.46349e-05 8.55308e-05 0.000112656 7.19809e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 -0.088354999999999989 -0.0008699999999999999 0.089635000000000006 -0.14012999999999998 -0.10192499999999999 0.10113500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -7 -9 10 -10
right_child=1 2 5 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.0007198358482306816 -0.00045446441116947717 -0.00027811478851455404 -0.00039419641324052153 0.0008132687539619169 0.0004774141679859626 0.00037168737094660605 0.00054480075122366033 -0.00062150990375589869 -5.9101524323742222e-05 -0.00043660066304392737 0.000608798431018531
leaf_weight=0.0010032451334266211 0.0010092173410254533 0.0011679027125889342 0.0014813861678958486 0.0013881615483153191 0.0010013256633998246 0.001055603503061029 0.0010070285772963098 0.0010322544863731464 0.001286066114333908 0.0013740090769971077 0.0011985191310067925
leaf_count=612 379 219 273 280 115 137 265 192 868 167 403
internal_value=0 4.55915e-05 8.76741e-05 0.000360428 7.06408e-05 -2.73596e-05 5.07922e-05 -3.28678e-05 -0.000120184 1.39312e-05 0.000263081
internal_weight=0 0.0130015 0.0119923 0.00355739 0.00216923 0.00843487 0.00695348 0.00594645 0.00489085 0.00385859 0.00248459
internal_count=3910 3298 2919 614 334 2305 2032 1767 1630 1438 1271
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=12
num_cat=0
split_feature=484 52 52 51 42 12 12 42 49 1 2
split_gain=7.60317e-05 7.05425e-05 0.000111476 6.22133e-05 9.42559e-05 6.288e-05 7.80645e-05 0.000132566 8.6223e-05 6.05327e-05 0.000188532
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.096614999999999993 -0.07742499999999998 -1.0000000180025095e-35 0.10058500000000002 0.085185000000000025 0.085775000000000004 -0.067929999999999977 0.094485000000000013 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 -6 -10 -11
right_child=1 2 3 4 5 -7 7 -9 9 10 -12
leaf_value=-0.00050415540957501762 -0.00045947366872006273 0.00070264408569356356 -0.00040805840178372536 -0.000484591073145368 -0.00043440687278240562 -0.00023544974384665787 0.0010002376002521138 3.2256467285028493e-05 -8.1309607889830694e-05 0.00097623296087839481 -0.00010824767986539659
leaf_weight=0.0010788804866577869 0.0010124269000448523 0.0010107201206296162 0.0011562919409684102 0.001042594952131575 0.0010042711126305422 0.0014411150230928841 0.0011055971288796986 0.0010707580905692392 0.0016811686360037187 0.0011616389231061018 0.0013128589276669206
leaf_count=627 369 254 246 799 128 173 97 601 218 180 218
internal_value=0 3.7538e-05 7.95158e-05 2.21368e-05 7.27917e-05 0.000138999 0.000212554 0.000523995 8.11946e-05 0.000205796 0.000400856
internal_weight=0 0.0129994 0.011987 0.0109763 0.00982 0.00877741 0.00733629 0.00217636 0.00515994 0.00415567 0.0024745
internal_count=3910 3283 2914 2660 2414 1615 1442 698 744 616 398
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=10
num_cat=0
split_feature=52 52 39 42 49 48 16 4 13
split_gain=2.55103e-05 4.2218e-05 4.45166e-05 6.20038e-05 6.07071e-05 5.44933e-05 4.679e-05 0.000117815 4.84106e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.085060000000000011 0.091330000000000008 0.082865000000000008 0.086215000000000014 -0.25582999999999995 -1.0000000180025095e-35 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.014976904948375567 0.014619507359097362 0.015098943653260045 0.017426686951221512 -0.026840488548346576 0.020211053509174761 -0.025010783846592693 0.022544424253017711 -0.032982585081376435 -0.0081270025782590408
leaf_weight=0.0010428629570600452 0.0019767237420887226 0.0013980364954679519 0.0010885248683340414 0.0010443997695802031 0.0011557391753066366 0.0010917359054587617 0.0010380270623613337 0.0011183063556615557 0.0010205346881474737
leaf_count=449 522 213 279 601 361 195 346 159 785
internal_value=0 0.00139238 -0.00152727 -0.00414993 -0.000676361 -0.00493645 -0.000145998 -0.0068548 0.00733902
internal_weight=0 0.010932 0.0089553 0.00786678 0.00682238 0.00566664 0.0045749 0.00317687 0.00205856
internal_count=3910 3461 2939 2660 2059 1698 1503 1290 1131
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 150
split_gain=2.54995e-05 7.5609e-05 3.15059e-05 6.47671e-05 7.80052e-05 0.000126938 5.6852e-05
threshold=0.076710000000000014 -0.084009999999999987 0.024640000000000006 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.082085000000000019
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=0.0060207991634373117 0.00054763398483052145 -0.023163667407311309 -0.011875197140790302 0.026601884757375068 0.0069544279935036691 -0.03415914957883396 0.029253926762093169
leaf_weight=0.0019774756017089884 0.0015448359880612054 0.0016108212623384341 0.0012160013619281502 0.0012117638816903148 0.0018602288100495049 0.001259376153425169 0.0012466517629242668
leaf_count=422 292 1586 544 325 348 207 186
internal_value=0 -0.00708039 0.00300137 0.00554107 0.00122364 -0.00964301 0.0133676
internal_weight=0 0.0035883 0.00833886 0.00712286 0.00591109 0.0031196 0.00279149
internal_count=3910 2008 1902 1358 1033 555 478
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=9
num_cat=0
split_feature=3 3 1 47 52 52 0 49
split_gain=2.36391e-05 4.25178e-05 5.26568e-05 9.37053e-05 8.21516e-05 7.94554e-05 3.99289e-05 3.45846e-05
threshold=-0.16059999999999997 -0.13309499999999996 0.12864500000000004 0.09252500000000001 -0.088354999999999989 0.084890000000000007 -0.10209999999999998 -0.006494999999999999
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=0.013939773644206691 -0.019598591686299145 -0.020538597829869637 0.01718140344491317 -0.030049289409976282 -0.0039822376068536659 -0.010395199593705013 0.028806780460232245 0.019879731405263473
leaf_weight=0.0010993432128175761 0.0011532615141160068 0.001344290202208301 0.0016168685297844919 0.0010767153147913759 0.0012653352352769709 0.0017878624095458932 0.0013717288152171872 0.0011681235990655941
leaf_count=211 178 560 307 310 139 1013 1028 164
internal_value=0 -0.00145339 0.000719425 -0.00260185 0.00165816 0.00699315 0.015163 0.00747213
internal_weight=0 0.0107842 0.00963092 0.00801406 0.00693734 0.00559305 0.00380519 0.00243346
internal_count=3910 3699 3521 3214 2904 2344 1331 303
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=9
num_cat=0
split_feature=475 42 151 43 4 0 16 0
split_gain=2.12629e-05 3.86093e-05 6.57498e-05 9.01017e-05 0.000110165 7.57519e-05 6.87844e-05 7.12159e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.17888000000000001 -0.072864999999999985 -0.094359999999999986 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.012414961422762492 -0.013507433820067964 -0.018471631547541108 0.0033452026095070163 -0.031002626931918176 0.020195091006543452 0.03968572665160356 0.019065750413839486 -0.014139164741726013
leaf_weight=0.0012403099885248256 0.0014887463174341293 0.0011515447347373543 0.0010266453298807929 0.0010708581241721184 0.0018574885748658264 0.0012998465513895546 0.0010656786358950426 0.0016397922301497798
leaf_count=621 994 242 532 185 232 234 120 750
internal_value=0 0.00142304 0.00386246 0.00709333 0.000256559 0.0236492 -0.00955074 -0.00105983
internal_weight=0 0.0106006 0.00911185 0.00796031 0.00563382 0.00232649 0.00377633 0.00270547
internal_count=3910 3289 2295 2053 1287 766 1055 870
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=10
num_cat=0
split_feature=159 15 51 43 4 16 4 4 4
split_gain=2.11067e-05 3.8754e-05 4.14277e-05 5.55043e-05 6.8845e-05 5.16682e-05 6.88708e-05 3.60484e-05 1.07399e-05
threshold=-0.034019999999999988 -0.24219999999999997 0.077145000000000005 -0.074254999999999988 -1.0000000180025095e-35 0.18936500000000003 0.0021050000000000005 -0.23071499999999998 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 -3 -5 -6
right_child=1 2 -4 4 8 -7 -8 -9 -10
leaf_value=-0.013329586615254003 0.019046173921533543 -0.01892131154361611 0.012787827187097407 -0.012025814403605863 -0.032223670701326389 0.02459104452658413 0.014710872016165957 0.013097088453195708 -0.017693008512106673
leaf_weight=0.0010823777451099874 0.0011063576648754998 0.0012338723413255863 0.0018365199386082614 0.0011499738669828474 0.0010008450279307681 0.0010084233393708748 0.0012020250173867342 0.0011347051527985106 0.0010343517446361554
leaf_count=520 283 661 428 175 308 202 197 973 163
internal_value=0 0.00132359 -0.000718707 -0.0039135 -0.0114632 0.00555539 -0.00232508 0.000451688 -0.0248387
internal_weight=0 0.0107071 0.00960072 0.0077642 0.00431988 0.00344432 0.0024359 0.00228468 0.0020352
internal_count=3910 3390 3107 2679 1619 1060 858 1148 471
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=11
num_cat=0
split_feature=484 52 52 1 52 12 151 4 2 0
split_gain=0.000194417 6.20827e-05 0.000106253 0.000108426 7.91142e-05 7.53624e-05 8.49644e-05 0.000118336 9.29234e-05 0.000103146
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 -0.088354999999999989 0.11655500000000001 -0.0008699999999999999 0.17888000000000001 0.10113500000000002 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 9 -8
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00082592888201940529 -0.00040753500315722236 -0.00023682309745329629 -0.00038243844922511026 0.00081426346841050122 0.00050748446335116537 -0.00050505974481442799 -0.00019732036386568014 0.0005686370749772619 -0.00047458236221821276 0.00054705474666985479
leaf_weight=0.0010347189113448776 0.0010193745837872121 0.0011742165184464876 0.0014236889584476643 0.0013655177667639944 0.0010312379270791339 0.0010878777139308902 0.0014779252482649172 0.0018120176105528608 0.0012667473409004948 0.0013876987003306124
leaf_count=612 379 219 266 280 115 103 1297 323 183 133
internal_value=0 5.7068e-05 9.64467e-05 0.00038005 0.000111204 -2.33196e-05 4.78081e-05 0.000150853 -3.23431e-05 0.000163149
internal_weight=0 0.0130463 0.0120269 0.00357097 0.00220545 0.00845596 0.00736808 0.00594439 0.00413237 0.00286562
internal_count=3910 3298 2919 614 334 2305 2202 1936 1613 1430
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=9
num_cat=0
split_feature=52 376 52 1 3 1 151 16
split_gain=2.34094e-05 4.22726e-05 4.76265e-05 3.81551e-05 0.000120022 6.54712e-05 6.61668e-05 8.36663e-05
threshold=-0.24456499999999998 0.048375000000000008 -0.081429999999999989 0.087545000000000026 -0.084014999999999992 0.096230000000000024 -0.0060399999999999994 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -8
right_child=1 -3 3 5 -6 6 7 -9
leaf_value=-0.014490448335111913 0.014614634529596604 0.019473401300110299 0.0063333388344603741 0.022036561385401277 -0.037164988436838624 -0.027172176383415337 0.015859262154505713 -0.016516819890594763
leaf_weight=0.00102211925986138 0.0016552047329477923 0.0011490625996042137 0.0013487630465600189 0.0011379332009875077 0.0011975468418581397 0.0010205031780076944 0.0018652798040908703 0.0013952182370232987
leaf_count=449 435 199 785 382 965 175 241 279
internal_value=0 0.00134509 -0.000820148 -0.00402755 -0.0141242 0.00071679 -0.00495022 0.00200503
internal_weight=0 0.0107695 0.00962045 0.00796524 0.00254631 0.00541893 0.004281 0.0032605
internal_count=3910 3461 3262 2827 1750 1077 695 520
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=12
num_cat=0
split_feature=484 42 43 160 160 133 2 1 2 13 3
split_gain=0.000139849 6.71381e-05 9.03911e-05 6.80631e-05 8.29391e-05 0.000143035 0.000129551 0.000176278 0.000115483 0.000179105 9.47638e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.082234999999999989 -0.0023199999999999996 0.10393500000000001 0.11198000000000001 -0.0098549999999999974 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 -10 -11
right_child=1 2 3 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00070700898626270938 -0.00043550246267059828 0.00061714371386879644 -0.00037618923117788171 -0.0004328361887081102 -0.00053693349014259705 -0.00010800715468374068 -0.00047985953985729967 0.0005362005308693008 0.0012673443670167626 -0.00011521155145230543 0.0006616955697542644
leaf_weight=0.0010147410170751351 0.0010140980820336895 0.0011320668416296307 0.0012915857987706074 0.0010773797659993653 0.0010050887875560867 0.0010922693898953112 0.0016908587514700075 0.0010731095673085433 0.0011272068449632096 0.00106961713181656 0.001385510008799269
leaf_count=612 215 151 581 188 751 192 276 204 140 503 97
internal_value=0 4.88701e-05 8.99931e-05 3.48011e-05 8.65536e-05 0.000157337 0.000251146 -8.53746e-05 0.000450122 0.000620298 0.000323223
internal_weight=0 0.0129588 0.0119447 0.0108126 0.00973525 0.00844366 0.00743857 0.00276397 0.0046746 0.00358233 0.00245513
internal_count=3910 3298 3083 2932 2744 2163 1412 480 932 740 600
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 160 15 15
split_gain=2.1285e-05 5.57957e-05 5.04395e-05 6.76978e-05 7.85368e-05 9.50767e-05 5.735e-05 4.92738e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11379500000000002 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.021529999999999997 0.041585000000000004
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=0.010915330404776463 -0.026731936267658657 0.017688818389613118 -0.025094767674473845 -0.023901356153663872 0.021243862069635612 0.018495940008916457 -0.022035492970690632 0.0083647328599498107
leaf_weight=0.0015431808139119907 0.0013511148406531166 0.0012983122827036541 0.0010492303022806839 0.0011750153776972482 0.0016267678095062341 0.0016055114336952594 0.0010449392958668561 0.0010886177248095414
leaf_count=210 819 380 121 380 197 526 263 1014
internal_value=0 -0.00168294 -0.00449582 -0.00175721 0.00211653 -0.00399636 0.00421915 -0.0065242
internal_weight=0 0.0102395 0.0089412 0.00789197 0.00671695 0.00509018 0.00373907 0.00213356
internal_count=3910 3700 3320 3199 2819 2622 1803 1277
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=11
num_cat=0
split_feature=484 52 52 474 160 12 151 4 4 13
split_gain=0.000140246 7.34749e-05 0.000114744 0.00012776 0.000136276 0.000116026 0.000104402 0.000101422 0.00011127 9.38399e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -0.080734999999999987 0.11655500000000001 -0.0088999999999999982 0.17888000000000001 -0.0025899999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 9 -8
right_child=1 2 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0006813709533839776 -0.00043158864342998193 0.0007142044890900744 -0.00062955936209893994 0.00068868683500895628 -0.00025369089774847727 -0.00051449741524002026 0.00060525403170348679 0.00067328009633585233 -0.00028564190107624264 -0.00012963834077852159
leaf_weight=0.0010640327461337905 0.0010903139059460784 0.0010673318765980376 0.0012521078610552476 0.0010707667397039369 0.0019667079225154007 0.0011874612391616383 0.0018875568235327505 0.0016988965702829173 0.0017010778834077411 0.0010339756640102976
leaf_count=612 369 260 534 223 262 83 853 260 232 222
internal_value=0 5.71312e-05 9.85475e-05 4.28534e-05 -2.16089e-05 5.87252e-05 0.000140851 0.000263599 0.000113033 0.000345164
internal_weight=0 0.0139562 0.0128659 0.0117986 0.0107278 0.00947568 0.00828821 0.00632151 0.00462261 0.00292153
internal_count=3910 3298 2929 2669 2446 1912 1829 1567 1307 1075
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=12
num_cat=0
split_feature=484 52 52 1 2 42 160 12 43 2 0
split_gain=8.91263e-05 4.58683e-05 8.09144e-05 0.000132241 7.52801e-05 5.86789e-05 0.000102424 7.5117e-05 8.20843e-05 7.55272e-05 0.000146509
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.089910000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10058500000000002 -0.07526999999999999 0.087995000000000004 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 -8 -10 -11
right_child=1 2 5 -5 -6 6 7 -9 9 10 -12
leaf_value=-0.0005579325267517154 -0.00036440749522128485 -0.00036161003030625507 -0.00046041290611349158 0.00081445886718879961 0.00038695966648325133 -0.00052841687226417037 0.00065547672479019737 -0.00028387143098482757 -0.00030878407815489585 -0.00027661214423422268 0.00071427500222822498
leaf_weight=0.0010564692652329727 0.0010194110881901449 0.0010207290436840301 0.0010800555720269778 0.0013049861699559887 0.0010455943427466127 0.0010801786287523551 0.0013236015452827744 0.0013512182411345441 0.0012335175456931764 0.0010021563449706949 0.001341806654017428
leaf_count=627 379 200 769 280 124 532 155 121 393 100 230
internal_value=0 3.46127e-05 6.91316e-05 0.000325795 1.71788e-05 -3.37257e-05 2.91242e-05 0.000125448 0.000238296 8.39473e-05 0.000290623
internal_weight=0 0.0128033 0.0117838 0.00337131 0.00206632 0.00841253 0.00733248 0.0062523 0.00490108 0.00357748 0.00234396
internal_count=3910 3283 2904 604 324 2300 1531 999 878 723 330
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=12
num_cat=0
split_feature=14 484 474 4 4 3 1 13 3 2 49
split_gain=0.000282787 0.000166186 0.000136633 6.02821e-05 7.81525e-05 9.19607e-05 7.56917e-05 8.62423e-05 9.07055e-05 0.0001322 0.000108463
threshold=0.056865000000000006 -0.0043499999999999988 0.059400000000000008 -0.060264999999999992 -0.49837999999999999 -0.084014999999999992 0.079355000000000023 -0.090394999999999989 0.11265500000000002 0.090695000000000012 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -8 9 10 -9
right_child=-2 2 -4 6 5 -7 7 8 -10 -11 -12
leaf_value=-0.00068502405332667251 -0.0010006494789757247 -0.00014837076400386692 0.00078204486486118958 -0.00041355736530100732 0.00087424954115047926 9.8200650386829586e-05 0.00052511431645455877 -0.00063493304008309891 -0.00049775322108595833 0.00068311477359091829 0.00015665423274187072
leaf_weight=0.0010168811155739548 0.0010032215056263094 0.001060508255011753 0.0011541109292454157 0.0015085036153795785 0.0011947151112371122 0.0011542304851706103 0.0013036777305951534 0.0010049607494484539 0.00125793654447659 0.0011064590668865225 0.0019701078906905708
leaf_count=583 144 133 374 644 537 604 216 89 71 219 296
internal_value=0 7.77319e-05 0.000138732 7.45122e-05 0.000293442 0.000492913 -1.70559e-05 7.29804e-05 -3.74121e-05 0.000104466 -0.000110739
internal_weight=0 0.0137321 0.0127152 0.0115611 0.00340945 0.00234895 0.00815165 0.00664314 0.00533946 0.00408153 0.00297507
internal_count=3910 3766 3183 2809 1274 1141 1535 891 675 604 385
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=9
num_cat=0
split_feature=52 2 4 0 15 42 48 15
split_gain=2.33733e-05 4.01971e-05 9.15851e-05 7.74509e-05 5.18219e-05 0.000137333 7.52479e-05 5.40614e-05
threshold=-0.24456499999999998 0.10946500000000002 0.053925000000000008 0.12500000000000003 0.079360000000000014 0.083815000000000014 0.086065000000000016 -0.10192499999999999
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=-0.014414427541656866 0.0045862022959058399 0.028083679693699279 -0.0050162951697561835 -0.027641854777345307 -0.017812215427854213 -0.022633842443455732 -0.0088490580210715715 0.032837902603128792
leaf_weight=0.0010318431359239806 0.0010472598134909376 0.0015668634338366159 0.0017919354807255849 0.0010705892596885695 0.0011504994124169688 0.001296781390680719 0.0010012408106430722 0.0019174727336997938
leaf_count=449 154 266 373 75 1278 676 230 409
internal_value=0 0.00133602 0.0104247 -0.00274304 0.00141342 0.00561636 0.0148535 0.0228583
internal_weight=0 0.0108426 0.0033588 0.00748384 0.00641325 0.00526275 0.00396597 0.00296473
internal_count=3910 3461 639 2822 2747 1469 793 563
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=12
num_cat=0
split_feature=484 52 52 474 12 160 43 42 4 3 4
split_gain=0.000134031 8.27448e-05 0.000101903 8.20287e-05 8.80773e-05 9.96014e-05 8.27854e-05 7.03067e-05 9.70538e-05 6.09976e-05 5.64497e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.084145000000000011 0.11655500000000001 -0.080734999999999987 -0.15109999999999998 0.085330000000000003 -0.0025899999999999994 0.096385000000000012 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 10 -10 -8
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00069744354810163359 -0.00049493672093666818 0.00067941698477952178 -0.00048330343599435832 0.00055978195832776239 -0.00053701346064709006 0.00063769908127620184 0.00013101194865664439 -0.00037215516475961756 -0.0003326209454439498 0.00019426430393062029 0.00076577584411490005
leaf_weight=0.0010066374757422497 0.0010090217322600891 0.0010301628941996139 0.0011887513132762218 0.0010388508400575756 0.0011212939284083864 0.0010516026096470486 0.0010206137978028287 0.0012569030843460295 0.0016695510818824566 0.0017100301841316248 0.0011405986235609126
leaf_count=612 369 260 490 243 109 151 51 596 273 158 598
internal_value=0 4.47392e-05 8.92705e-05 3.49807e-05 -1.86832e-05 4.56228e-05 0.000125727 4.6525e-05 0.000141501 -6.60229e-05 0.000466014
internal_weight=0 0.0132374 0.0122284 0.0111982 0.0101593 0.00903805 0.0078493 0.0067977 0.00554079 0.00337958 0.00216121
internal_count=3910 3298 2929 2669 2426 2317 1827 1676 1080 431 649
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=10
num_cat=0
split_feature=3 16 0 1 0 15 150 15 15
split_gain=2.25062e-05 4.65094e-05 5.36308e-05 3.72818e-05 3.97758e-05 8.18633e-05 0.000109702 7.71444e-05 3.49039e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 1.0000000180025095e-35 -0.10575999999999998 -0.015439999999999997 0.077110000000000012 -0.074174999999999977 -0.14676499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -6 -5
right_child=1 -3 -4 4 7 -7 -8 -9 -10
leaf_value=0.013683964778096842 -0.014821058947300576 -0.021101180475230717 0.020333631849626485 -0.002069109100855939 0.0085043059422916824 0.031286134205469822 0.023166718657387658 -0.027961396907382842 -0.027986428038844047
leaf_weight=0.0010865576335392776 0.0018005272484416081 0.0010799726309566439 0.0012249974704988615 0.0010691227898912675 0.0011969183598628031 0.0010546230057928907 0.001213631839843618 0.0011258307034108061 0.0010110174323862686
leaf_count=211 1765 298 115 141 346 129 162 638 105
internal_value=0 -0.00141626 0.000776157 -0.00205184 0.00139454 0.00703801 -0.000725925 -0.00917053 -0.0146658
internal_weight=0 0.0107766 0.00969667 0.00847167 0.00667114 0.0043484 0.00329377 0.00232275 0.00208014
internal_count=3910 3699 3401 3286 1521 537 408 984 246
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=9
num_cat=0
split_feature=12 13 16 49 457 0 15 16
split_gain=2.07123e-05 4.05084e-05 5.31273e-05 4.26971e-05 5.30227e-05 6.46683e-05 4.74626e-05 5.58257e-05
threshold=0.11655500000000001 0.10924000000000002 0.15737500000000001 -0.084114999999999981 0.041935000000000007 -0.075584999999999986 -0.015439999999999997 -0.15168999999999996
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=-0.016811722158734343 -0.013191185612749358 0.016369433830639574 -0.019050794570331517 -0.0016515781016569865 0.022767578862051868 0.018118320644238056 0.0084067572774384567 -0.03191468280999029
leaf_weight=0.0010416163568929123 0.0010858644767919911 0.0015298540274513743 0.0014119666088573948 0.0014290702321058943 0.0013377210719890736 0.0015079938859024269 0.0014083743094722269 0.0010629178625898297
leaf_count=206 187 237 524 294 248 506 1177 531
internal_value=0 0.00130186 -0.0012038 0.002032 0.00494153 0.000532374 -0.00626687 -0.0145598
internal_weight=0 0.0107295 0.00919966 0.00778769 0.00674608 0.00540836 0.00390036 0.00249199
internal_count=3910 3723 3486 2962 2756 2508 2002 825
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=9
num_cat=0
split_feature=4 12 43 151 42 1 13 0
split_gain=2.18324e-05 6.29715e-05 5.01337e-05 6.81645e-05 7.71398e-05 9.38907e-05 4.29342e-05 3.44435e-05
threshold=0.17888000000000001 0.098845000000000016 0.0050750000000000005 -0.0074049999999999993 0.08401500000000002 0.095155000000000017 -0.090929999999999983 -0.11524
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 -8
right_child=6 -3 -4 4 -6 -7 7 -9
leaf_value=0.014071038226211583 0.023914420318407615 -0.026177986467060068 0.018648678163616428 -0.034904951023830857 0.011033785494540706 -0.00052152063221373192 -0.012189923006449331 0.011816533496463649
leaf_weight=0.0016482189506382989 0.0010181544075051861 0.0010109970958302444 0.001254158112508748 0.0016221844005078357 0.0012763093409183151 0.0015559531569569358 0.0012381739069645954 0.0011553167384310815
leaf_count=490 206 499 403 786 890 247 150 239
internal_value=0 -0.00277689 0.000438958 -0.00330332 -0.00973212 -0.0180715 0.00671441 -0.000602219
internal_weight=0 0.00836782 0.00735682 0.00610267 0.00445445 0.00317814 0.00341165 0.00239349
internal_count=3910 3315 2816 2413 1923 1033 595 389
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=11
num_cat=0
split_feature=484 52 52 0 13 151 12 4 4 0
split_gain=0.000172501 5.81089e-05 9.72629e-05 0.000115028 6.93212e-05 6.2233e-05 9.45051e-05 0.00013322 9.69407e-05 7.73891e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 -0.042354999999999997 -0.0008699999999999999 0.11655500000000001 0.17888000000000001 -0.0031049999999999997 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 8 9 -7
right_child=1 5 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00078423587337629185 -0.00030884308971527801 -0.00041501098672149065 -7.8645133501017089e-05 0.00030319395504677994 0.00098753713048068369 0.00038382682068208417 -0.00052048220773360057 0.00057630445981235727 -0.00050707784913777364 -0.0002908325659690438
leaf_weight=0.0010188943572853456 0.0010048166936876988 0.0014374682973134116 0.0013231715490502616 0.0011283933800278561 0.0011481205521338468 0.0018007716816541342 0.001011647175083911 0.0017812887403973014 0.0013055490441180105 0.0010262032082811595
leaf_count=612 369 273 63 245 316 1267 96 323 303 43
internal_value=0 5.36508e-05 0.000230544 0.000381109 0.000648331 -4.37441e-05 3.33171e-05 0.000128053 -6.51621e-05 0.000138923
internal_weight=0 0.0129674 0.0046045 0.00359969 0.00227651 0.00836293 0.00692546 0.00591381 0.00413252 0.00282697
internal_count=3910 3298 993 624 561 2305 2032 1936 1613 1310
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 16 52
split_gain=2.02877e-05 4.95233e-05 4.94388e-05 5.86616e-05 7.42938e-05 8.00612e-05 4.94512e-05 6.19065e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11379500000000002 0.085845000000000019 0.11198000000000001 0.084240000000000023 -0.055679999999999993 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.010659076079943869 0.015708728806187799 0.016497517952761453 -0.024692258003389807 -0.022164006796594814 0.020643475615427911 -0.027514908710538258 0.0094135804068454006 -0.02370447007178661
leaf_weight=0.0015421285067438962 0.0016886910670968558 0.0013117449683721838 0.0010501922123611852 0.0011786666225455421 0.0016239902840343504 0.0011212816325737295 0.0011447902597693251 0.00111334900676024
leaf_count=210 610 380 121 380 197 952 536 524
internal_value=0 -0.00164471 -0.00431235 -0.00159307 0.00203004 -0.00393431 0.00276486 -0.00691488
internal_weight=0 0.0102327 0.00892096 0.00787077 0.0066921 0.00506811 0.00394683 0.00225814
internal_count=3910 3700 3320 3199 2819 2622 1670 1060
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=12
num_cat=0
split_feature=484 1375 1 51 42 12 52 160 48 12 2
split_gain=7.61699e-05 4.48792e-05 5.40118e-05 8.95974e-05 9.3789e-05 0.0001168 8.0707e-05 8.52203e-05 8.67048e-05 0.000101776 4.61783e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 -0.08799499999999999 -0.079684999999999992 0.091065000000000021 0.089995000000000006 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8 9 10 -9
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.00050926311250354395 -0.00035548371748973161 0.00054414257485332765 0.00050124736286981874 -0.00057295260379197318 -0.00036707023450643803 -0.00049924693484780644 -0.0002818654620092566 -3.3310371020893653e-05 -0.00011304990100880742 0.0010214891636483004 0.00049591202954964761
leaf_weight=0.0010415956032965379 0.0010021168568289237 0.0011782302283341829 0.0010493611034546714 0.0010802979084290959 0.0010200627633905005 0.0012943375531186555 0.001032237950792483 0.0010423118901748667 0.0012266747249620197 0.0010030446113846736 0.0016177869061565981
leaf_count=627 146 365 211 858 257 154 348 216 142 248 338
internal_value=0 4.25476e-05 7.70991e-05 3.46898e-05 -2.97375e-05 4.15109e-05 0.000142334 0.000230077 0.000338148 0.000489241 0.000288546
internal_weight=0 0.0125465 0.0115443 0.010495 0.00931675 0.00823646 0.00694212 0.00592206 0.00488982 0.00366314 0.0026601
internal_count=3910 3283 3137 2926 2561 1703 1549 1292 944 802 554
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=9
num_cat=0
split_feature=42 51 12 43 42 0 16 2
split_gain=2.1086e-05 4.7466e-05 5.129e-05 5.7099e-05 7.63828e-05 8.45055e-05 0.000123328 4.05431e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 1.0000000180025095e-35 -0.16443499999999997 -0.055679999999999993 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.01062511111671504 -0.015445501917982782 0.026813942945516894 -0.013306922349031714 0.0094533914228670628 -0.015964245558800935 0.045802102990011695 0.0013500446441334932 -0.018491553422076173
leaf_weight=0.0016200453073005544 0.0013984768887991749 0.0012903243360366098 0.0013786392755223238 0.001014459347015606 0.0014962747174117131 0.0011872463227703724 0.0013158946407538221 0.0010633785279583474
leaf_count=1060 521 424 245 98 1102 188 187 85
internal_value=0 0.00166073 0.00439593 0.00770854 0.00365207 0.0100593 0.0224338 -0.00484804
internal_weight=0 0.0101447 0.00874622 0.00736758 0.00607725 0.00458098 0.00250314 0.00207784
internal_count=3910 2850 2329 2084 1660 558 375 183
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=12
num_cat=0
split_feature=484 52 51 42 160 51 48 12 12 16 0
split_gain=6.3695e-05 4.61774e-05 8.52807e-05 9.90632e-05 8.09339e-05 7.39363e-05 6.82394e-05 9.25146e-05 0.000163016 4.87174e-05 3.31498e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.09021499999999999 -1.0000000180025095e-35 -0.08044999999999998 0.090935000000000016 0.092150000000000024 0.10058500000000002 0.089445000000000011 -0.095609999999999987 -0.087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 -6 -11
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00047371293951147366 -0.00037821540521072527 0.0005629190063683292 -0.00055481197334025355 -0.00037687896953682315 -0.00019978693391418739 0.00060774483010257664 -0.00033582175614262679 -0.00029278596900968184 0.00098664717234381197 0.00053538248810303904 3.4794128886116405e-05
leaf_weight=0.0010683751251129364 0.0010076354349943745 0.0011641306236364014 0.0010944257535940296 0.0013487705752401246 0.0013438547815912273 0.0011275147883511904 0.0013152971179063036 0.0013340227807867033 0.0010131844585683711 0.0010019520331209281 0.0010329344253184991
leaf_count=627 369 217 844 484 250 159 152 121 252 132 303
internal_value=0 2.46544e-05 5.91265e-05 3.86051e-06 6.81025e-05 0.000141575 6.69271e-05 0.000159442 0.000296803 8.99397e-05 0.000281277
internal_weight=0 0.0127837 0.0117761 0.010612 0.00951753 0.00816876 0.00704125 0.00572595 0.00439193 0.00337874 0.00203489
internal_count=3910 3283 2914 2697 1853 1369 1210 1058 937 685 435
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=9
num_cat=0
split_feature=2 40 51 3 52 3 43 4
split_gain=2.11167e-05 5.75358e-05 5.43963e-05 5.05366e-05 4.22201e-05 5.88344e-05 3.67349e-05 5.27575e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.09021499999999999 0.096385000000000012 0.09086000000000001 0.11265500000000002 -0.089949999999999988 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 -4 -8
right_child=4 2 3 -5 -6 -7 7 -9
leaf_value=-0.023067998320943615 0.015438484037679764 0.020423341908493306 -0.022415295046586788 0.016860075405918912 0.022371042719431748 -0.016104368346146977 0.0095630535824495853 -0.014555504799519085
leaf_weight=0.0011970285419860985 0.0011270212338874452 0.0011614011571469043 0.0012349204433332811 0.0010305745846462266 0.0011307841361933978 0.0012440763168992054 0.0018213004267233354 0.0018065425355295558
leaf_count=266 398 319 457 119 195 174 1489 493
internal_value=0 -0.00279659 0.000643001 -0.00325511 0.00647117 -0.00111154 -0.00751816 -0.00244717
internal_weight=0 0.00825177 0.00705474 0.00589334 0.00350188 0.0023711 0.00486276 0.00362784
internal_count=3910 3143 2877 2558 767 572 2439 1982
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=11
num_cat=0
split_feature=484 1375 1 12 43 52 2 2 1 15
split_gain=0.000100445 5.46549e-05 6.56172e-05 0.000101034 7.31082e-05 9.54013e-05 7.84065e-05 0.00018476 9.10851e-05 9.71343e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.096750000000000017 0.10679500000000001 1.0000000180025095e-35 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -6 -10
right_child=1 2 -4 -5 5 -7 7 -9 9 -11
leaf_value=-0.00058418955919472388 -0.00039457345006188116 0.00058878867778662752 0.00054953143048692076 -0.00054655293399852485 -0.0004912373588165875 -0.00048465768211276335 0.00097036065558058404 -1.2515306380908138e-05 -0.00013838763060801745 0.0005956211530648355
leaf_weight=0.0010731041498408247 0.0010208032384392525 0.0010317414184518531 0.001036348495577921 0.001044181471058306 0.0012849765770479951 0.0011673377833928463 0.0011708572765771821 0.0019766934018012683 0.001870958043669164 0.0011010849440015466
leaf_count=627 146 154 211 115 861 464 225 412 297 398
internal_value=0 4.05227e-05 7.85355e-05 3.26936e-05 9.56737e-05 3.63209e-05 0.000118454 0.000353105 -5.50424e-05 0.000133549
internal_weight=0 0.012705 0.0116842 0.0106478 0.00960365 0.00857191 0.00740457 0.00314755 0.00425702 0.00297204
internal_count=3910 3283 3137 2926 2811 2657 2193 637 1556 695
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=11
num_cat=0
split_feature=14 484 157 3 13 39 3 0 47 4
split_gain=0.000219691 0.000147159 0.000151353 6.4963e-05 0.000112815 8.33848e-05 0.000126831 0.00021382 0.000131279 4.68356e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.11265500000000002 -1.0000000180025095e-35 0.005105000000000001 -0.074234999999999982 -0.17106499999999999 0.085165000000000018 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -8 9 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00065493194893135004 -0.00089144039243314497 0.0007880012650481414 0.00027123377789147184 0.00018118598501842652 -0.00057581353238927318 0.00051369301485790046 0.00032458552129335604 -0.00082445898386644548 0.00078529954279362574 -0.00021113660659512949
leaf_weight=0.0010309677751028359 0.0010056796515879362 0.0011679559746276763 0.0015207298258039916 0.0015052341964873128 0.0015224416369210569 0.0017706292057729171 0.0011218041696912096 0.0013992804403727375 0.0012194408860860591 0.0015757746465863817
leaf_count=583 153 389 1039 166 95 355 78 422 168 462
internal_value=0 5.77299e-05 0.000115116 4.75717e-05 -0.000199465 0.000134465 3.62538e-05 -0.00031317 0.000240364 2.57612e-05
internal_weight=0 0.0138343 0.0128033 0.0116353 0.00302768 0.00860766 0.00683703 0.00252108 0.00431595 0.0030965
internal_count=3910 3757 3174 2785 261 2524 2169 500 1669 1501
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=12
num_cat=0
split_feature=14 484 157 3 15 15 43 43 52 0 2
split_gain=0.00022574 0.000134051 0.000165147 8.64824e-05 9.41969e-05 6.72676e-05 9.57443e-05 0.000131505 9.06954e-05 6.85486e-05 6.89939e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.10628499999999998 -0.03231499999999999 0.083935000000000023 -0.080894999999999981 -0.053009999999999995 0.11262000000000001 -0.12329499999999999 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 9 10 -9
right_child=-2 2 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00062288413008334197 -0.00089926235850254185 0.00078473333103826583 0.00078152107648934619 -0.00051436069029951465 4.3456918048294684e-05 0.00041770893202696226 0.00064335652358995274 0.00025904339450465153 0.00038466008712453333 -0.00058191672973309061 -0.00040025415480849898
leaf_weight=0.0010276238692093495 0.001014398397065657 0.0012687099066402254 0.0011198298402180923 0.001789691814072591 0.0016362308183097704 0.0010276491190922494 0.0010214330143206926 0.001273592694735625 0.001051883810882101 0.0015696480093875973 0.0011716555305935996
leaf_count=583 153 389 119 432 183 1050 244 116 118 426 97
internal_value=0 5.87343e-05 0.000112905 3.98145e-05 0.000343344 -5.41206e-05 -0.000115669 1.52995e-06 -0.000127859 -0.000262136 -5.6863e-05
internal_weight=0 0.0139579 0.0129303 0.0116616 0.00275606 0.00890555 0.0078779 0.00608821 0.00506678 0.0040149 0.00244525
internal_count=3910 3757 3174 2785 302 2483 1433 1001 757 639 213
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=9
num_cat=0
split_feature=4 15 16 2 48 42 4 16
split_gain=2.06208e-05 4.64566e-05 3.70905e-05 6.48809e-05 5.79922e-05 9.14813e-05 5.10885e-05 4.15759e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.094359999999999986 0.106285 0.086065000000000016 0.084100000000000022 0.00046500000000000008 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 7 -1 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0013635893032969977 0.017793717650151995 -0.0070402174131123227 0.0089318256533865957 0.018064356513308653 0.015671865503771285 -0.0348342650570845 -0.030220319675267771 -0.01572750549923576
leaf_weight=0.0010329017043646999 0.001734878304076086 0.0013313481440706378 0.0017256523592793041 0.0016846410644345763 0.0011037056525474778 0.0010947579266482143 0.0010158129844616286 0.0011323834990806447
leaf_count=228 348 201 902 482 319 1005 273 152
internal_value=0 0.00701088 -0.00251336 0.00106772 -0.00459494 -0.0102539 -0.0142966 -0.000838458
internal_weight=0 0.00306623 0.00878986 0.00674114 0.0050565 0.00395279 0.00204871 0.00285804
internal_count=3910 549 3361 2860 2378 2059 501 1054
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=9
num_cat=0
split_feature=159 47 42 43 52 16 49 15
split_gain=2.01914e-05 3.53623e-05 4.79552e-05 0.000100413 0.000104029 9.23993e-05 8.48057e-05 5.19577e-05
threshold=-0.034019999999999988 0.10783500000000001 -1.0000000180025095e-35 -0.083899999999999988 -0.088354999999999989 -0.014099999999999998 -0.029304999999999998 -0.10071499999999999
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=-0.013141523063818526 -0.020736611637772302 0.015749091028523093 0.024303135147199787 -0.032008458619322021 0.011584804789733722 0.022174029561181016 -0.0053658897498070875 -0.035194523076944186
leaf_weight=0.0010709406789092902 0.0010883458306045523 0.0014557392311550779 0.0015746506900458923 0.0010912800120586744 0.0015752404951125615 0.0015846030988385523 0.0013429800500157599 0.0010332362209955633
leaf_count=520 943 205 501 427 189 292 217 616
internal_value=0 0.0012574 -0.00101336 0.00160377 -0.00378958 0.00177298 -0.00640819 -0.0183361
internal_weight=0 0.0107461 0.00929034 0.00820199 0.00662734 0.00553606 0.00395146 0.00237622
internal_count=3910 3390 3185 2242 1741 1314 1022 833
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=9
num_cat=0
split_feature=11 43 15 4 13 3 52 0
split_gain=1.94232e-05 4.03301e-05 6.4516e-05 0.000129923 5.83919e-05 9.21825e-05 0.000100422 4.36491e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.068329999999999988 -0.10939499999999998 -0.032959999999999996 -0.072349999999999984 -0.15137999999999999
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=0.024718187837091558 -0.013214796752018684 0.01099176146790252 0.022643344996317781 -0.024289726798663439 -0.035370701967112728 -0.027069882936964624 0.019543677213057012 -0.0066744858696779364
leaf_weight=0.0016013328885487849 0.0010225114242081541 0.0019769677579379299 0.0011568293946939258 0.001203410986891897 0.0010657234663087895 0.0011214227553104743 0.0015345515276021585 0.0010832404626412492
leaf_count=805 254 288 393 519 1184 160 155 152
internal_value=0 0.00120863 0.00922513 -0.00128633 -0.00347411 -0.00942602 -0.00203146 0.00869462
internal_weight=0 0.0107435 0.00396157 0.00236024 0.00678191 0.00480494 0.00373921 0.00261779
internal_count=3910 3656 1717 912 1939 1651 467 307
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=9
num_cat=0
split_feature=51 52 52 160 3 3 2 16
split_gain=2.04327e-05 4.86788e-05 7.2913e-05 0.000104849 5.44851e-05 6.45991e-05 4.04705e-05 5.66291e-05
threshold=-0.09021499999999999 -0.087604999999999988 -0.048794999999999991 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.093815000000000009 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8
right_child=1 2 3 4 5 6 7 -9
leaf_value=0.010242887860366907 -0.020023660697464366 0.021201455928115565 -0.03180645627057304 -0.014954735333028541 0.026490580442749406 -0.015548612081073238 -0.0063507052449476914 0.024808360935296942
leaf_weight=0.0016581838039099331 0.0012717428377139331 0.001473652742260528 0.001088967131293239 0.001475443251362233 0.0012563956699623937 0.0011267243634620946 0.0013137253405189476 0.0010490180441930569
leaf_count=515 508 289 815 144 949 301 195 194
internal_value=0 -0.00173807 0.000909334 -0.00318128 0.00182922 0.00704719 4.65217e-05 0.00748339
internal_weight=0 0.0100557 0.00878393 0.00731027 0.00622131 0.00474586 0.00348947 0.00236274
internal_count=3910 3395 2887 2598 1783 1639 690 389
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 151 12 4 2 0
split_gain=0.000186825 6.03688e-05 9.10607e-05 0.000110699 9.2283e-05 5.50926e-05 7.27163e-05 0.000133023 0.000111874 9.828e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 0.11655500000000001 0.17888000000000001 0.10113500000000002 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 9 -7
right_child=1 2 5 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00081998937106301367 -0.00040108960884725141 0.00048321913294543896 -0.00036213608294195793 0.00080219971699029273 -0.00032893526641316538 -0.00019419156990088112 -0.00042752681890120874 0.00059027970742477694 -0.00054422638644140966 0.00053830797818683516
leaf_weight=0.0010023167537388964 0.0010096698416871058 0.0011022074973847558 0.0014409514778022424 0.0013553946782944139 0.0010506407684738317 0.001443575411005189 0.0010046710843508808 0.0017809830159036845 0.0012367760301602603 0.0013749851860803759
leaf_count=612 379 211 273 280 123 1297 96 323 183 133
internal_value=0 5.90653e-05 9.84713e-05 0.000363234 8.68686e-05 -1.36824e-05 5.97141e-05 0.000143588 -5.25852e-05 0.000163145
internal_weight=0 0.0127999 0.0117902 0.00350824 0.00215285 0.00828194 0.00684099 0.00583632 0.00405534 0.00281856
internal_count=3910 3298 2919 614 334 2305 2032 1936 1613 1430
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=9
num_cat=0
split_feature=1 0 2 151 1 47 4 3
split_gain=2.18721e-05 5.60827e-05 5.59056e-05 4.04693e-05 4.08354e-05 6.01e-05 4.23482e-05 4.24697e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 1.0000000180025095e-35 0.12864500000000004 0.09252500000000001 0.05309500000000001 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.025024910041398729 0.014608599502779354 0.01750878651198098 -0.013163726670418388 -0.014828102860483409 0.020338875892573303 -0.019020039366017021 0.019006179884708249 -0.01097287704166414
leaf_weight=0.0011272240385946783 0.0010680647066841457 0.0011796255344907972 0.0011974401152898204 0.001125585963857121 0.0014829877125410278 0.0011218837219792253 0.0017493477516059945 0.0016539379243234887
leaf_count=1642 755 105 261 156 310 244 202 235
internal_value=0 -0.00665403 0.00205759 0.00278434 0.00558588 0.00167428 0.00686658 -0.000935167
internal_weight=0 0.00350429 0.00237707 0.00820181 0.00707622 0.00559323 0.00447135 0.002722
internal_count=3910 2008 366 1902 1746 1436 1192 990
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=12
num_cat=0
split_feature=484 474 1 12 43 160 52 151 4 15 4
split_gain=0.000213768 6.8408e-05 7.05295e-05 0.000114465 0.000110821 0.000104895 8.02705e-05 0.000125612 0.000100021 0.000100247 3.27813e-05
threshold=-0.0043499999999999988 0.085070000000000021 0.13662500000000002 0.11655500000000001 -0.15648499999999999 -0.080734999999999987 0.084890000000000007 -0.0088999999999999982 0.24280000000000004 -0.07142999999999998 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00086655094367571624 0.00060289115740946636 0.00055272281849215487 0.00049816241716462296 -0.00064722694665454966 -0.00062507767062098434 -0.00030638108421337764 -0.00039517079661278103 -0.00033209407727951911 0.00081908280134117305 0.00061737343034714198 0.00014868737725269601
leaf_weight=0.0010259856967593959 0.0011808627942900022 0.0010117008931987042 0.0010867930458012863 0.0010313335798677039 0.0010290808784213599 0.0017899874400972866 0.0013362294816713057 0.0011451785493199564 0.0011082291093573171 0.0011240004601677689 0.0011719993110369652
leaf_count=612 196 298 199 108 491 312 590 220 157 395 332
internal_value=0 6.30727e-05 2.18038e-05 -2.56184e-05 3.92322e-05 -3.72326e-05 4.15806e-05 0.00013364 0.000306768 0.000141778 0.000378131
internal_weight=0 0.0130154 0.0120037 0.0109169 0.00988557 0.00870471 0.00767562 0.00633939 0.00454941 0.00344118 0.002296
internal_count=3910 3298 3000 2801 2693 2497 2006 1416 1104 947 727
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=13
num_cat=0
split_feature=484 42 43 15 42 49 16 16 4 151 13 16
split_gain=0.000194801 7.15922e-05 8.37475e-05 7.43253e-05 0.000111332 0.000102737 9.81045e-05 0.000151712 9.32834e-05 6.7658e-05 7.00015e-05 1.93741e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 -0.006494999999999999 0.15737500000000001 -0.03800499999999999 -0.00072999999999999985 -0.0088999999999999982 -0.062819999999999987 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 -5 7 -7 -4 -10 -11 -12
right_child=1 2 3 4 -6 6 -8 -9 9 10 11 -13
leaf_value=-0.00097021512357910048 -0.00058832654999368343 0.00045931053297484188 0.00051287801311892406 -0.00064854272451951383 -0.00083435374204519637 -0.00021353468401701396 -0.00044733698619915771 0.00084689537022442551 -0.00052282832205750992 -0.00034093754622260836 0.00044463211541095996 6.9500824773298427e-05
leaf_weight=0.0010527742142064462 0.0010333684351908875 0.0011229595896815941 0.0013050233691863661 0.0010725367296544599 0.0010731566960471423 0.0010725511391762841 0.0010034718796786564 0.001004476733176065 0.0010337698716302857 0.001130573329718059 0.0010946391243411523 0.0010249120891320802
leaf_count=612 215 151 369 183 801 496 168 157 122 350 176 110
internal_value=0 -9.32091e-05 -5.03514e-05 -0.000103271 -0.000271365 -0.000125888 5.6085e-05 0.000299303 5.39143e-05 -8.5902e-05 5.30715e-05 0.000263237
internal_weight=0 0.0129714 0.0119381 0.0108151 0.00522619 0.00415304 0.0030805 0.00207703 0.00558892 0.00428389 0.00325012 0.00211955
internal_count=3910 3298 3083 2932 1805 1004 821 653 1127 758 636 286
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=12
num_cat=0
split_feature=484 52 52 1 133 48 12 151 4 42 16
split_gain=0.000207865 6.7466e-05 0.000107216 0.000143573 8.18676e-05 7.53442e-05 7.17719e-05 7.92679e-05 7.55928e-05 0.000135649 7.3299e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.099595000000000017 0.08845500000000002 0.085265000000000021 0.10852500000000001 -0.0008699999999999999 0.27020000000000005 0.08401500000000002 -0.074719999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 7 -3 9 10 -9
right_child=1 4 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00085211365337504086 -0.0003214260212297007 -0.00032438344644946548 0.0004480732542283021 0.00088052872200404552 -0.00052945600863628221 -0.00027264739428200835 -0.00045980310582831817 -0.00046457152206782251 0.00068568984371047937 0.00070302363729901239 0.00015265639184349779
leaf_weight=0.0010463813699826035 0.0010091715068191089 0.0013157805542800558 0.0011157428852375017 0.001449210603973081 0.0011712057233666572 0.001114929106680429 0.0010013179338407901 0.0013148863301346296 0.0010448458064035698 0.0010441110007830571 0.0016910642373915512
leaf_count=612 369 217 216 282 596 126 133 510 176 459 214
internal_value=0 5.56114e-05 0.000244751 0.000400019 -4.77165e-05 8.78444e-05 2.84055e-05 0.000104661 0.000215464 9.41536e-05 -0.000117336
internal_weight=0 0.0132723 0.00468905 0.00367988 0.00858321 0.00223067 0.00741201 0.00641069 0.00509491 0.00405006 0.00300595
internal_count=3910 3298 993 624 2305 342 1709 1576 1359 1183 724
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=11
num_cat=0
split_feature=484 42 43 15 4 3 42 3 49 0
split_gain=0.000105408 8.49816e-05 8.83497e-05 6.3117e-05 7.80392e-05 0.000113209 0.000107633 0.000100559 6.23733e-05 9.35127e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.10071499999999999 -0.0017649999999999999 0.096385000000000012 0.078965000000000021 0.045635000000000002 0.084840000000000013 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 6 -6 7 -5 9 -4
right_child=1 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00060411324568942289 -0.00049826252414757123 0.00058899261477235302 0.00088860449481671514 0.00068026166133013262 -0.00059030029045899072 0.00018275023931457941 -0.00034588717358871243 -3.6595629725263696e-06 -0.00010642182430218539 6.761350486422774e-05
leaf_weight=0.0010396911818868005 0.0010273658293028726 0.0012228021742152805 0.0010234437373896638 0.0014423753361696634 0.0019553510752594512 0.0011606375323021429 0.0014792048733936955 0.0019359382254431692 0.0011448969266141468 0.0011139939729293349
leaf_count=612 215 151 88 705 450 93 924 190 232 250
internal_value=0 4.38006e-05 8.84286e-05 3.40488e-05 -6.01577e-05 -0.000302356 9.5207e-05 0.000288341 0.000262897 0.000460719
internal_weight=0 0.013506 0.0124786 0.0112558 0.00797351 0.00311599 0.00485752 0.00337831 0.00328233 0.00213744
internal_count=3910 3298 3083 2932 2362 543 1819 895 570 338
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=10
num_cat=0
split_feature=3 160 3 43 3 15 47 2 2
split_gain=2.07638e-05 4.33176e-05 3.70583e-05 5.35963e-05 0.000135373 0.000103974 4.5996e-05 7.55784e-05 5.51031e-05
threshold=-0.16059999999999997 0.091575000000000017 -0.13309499999999996 -0.079804999999999987 -0.074234999999999982 -0.017214999999999998 0.077735000000000012 0.11260500000000001 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 -6
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=0.012926478318184012 -0.016437425581802691 -0.020986177716548138 -0.032106295229008944 0.040421567019070681 0.010155277186444552 0.0090993242005030679 -0.013728432292797538 0.027137029569853883 -0.020890485137053286
leaf_weight=0.0010953842967283975 0.0011347255534995054 0.001033822385186684 0.0011230308718803558 0.0010538656590173565 0.0013048025802585583 0.0013466797429005396 0.0014906784124978068 0.0012390363336795929 0.0010175470086147985
leaf_count=211 165 359 561 1140 316 442 230 287 199
internal_value=0 -0.0015263 0.000545512 0.00279269 0.00782052 -0.00963776 0.00101991 0.00719308 -0.00344755
internal_weight=0 0.0107442 0.00971037 0.00857564 0.00610593 0.00246971 0.00505206 0.00356139 0.00232235
internal_count=3910 3699 3340 3175 2172 1003 1032 802 515
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=11
num_cat=0
split_feature=484 15 159 49 49 52 16 0 0 2
split_gain=8.27818e-05 4.12317e-05 8.51299e-05 7.74398e-05 6.11945e-05 0.000113236 8.62669e-05 7.31769e-05 5.65103e-05 9.49904e-05
threshold=-1.0000000180025095e-35 -0.03231499999999999 0.078065000000000009 -0.006494999999999999 -0.045004999999999996 -0.072349999999999984 -0.45301499999999995 -0.10462499999999998 -0.083564999999999987 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7 -8 -5 -10
right_child=1 2 -4 8 5 6 7 -9 9 -11
leaf_value=-0.0005300381222839611 0.00044688446973297359 -0.00058499343148991402 0.00042544314635993883 0.00034255936332602414 -0.00050689518451101773 -0.00016124515858317184 8.362171636787804e-05 0.00082102809922112634 0.00013456177286128382 -0.00061693685598977451
leaf_weight=0.0010734723194472618 0.0018529230150996301 0.001359046967481895 0.001064042161887757 0.0010686352996591964 0.0011557442385377774 0.0014834578388377832 0.0010183715795798035 0.0010517349848699498 0.0014876541250243513 0.0011439252155959721
leaf_count=627 283 209 203 524 386 225 102 419 729 203
internal_value=0 3.70376e-05 -7.86865e-05 -0.000184713 0.000145021 2.62502e-05 0.000199648 0.000458267 -3.76944e-05 -0.000192108
internal_weight=0 0.0126855 0.0061233 0.00505926 0.00656223 0.00470931 0.00355356 0.00207011 0.00370021 0.00263158
internal_count=3910 3283 1868 1665 1415 1132 746 521 1456 932
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 151 12 4 2 0 16
split_gain=0.000132545 4.58239e-05 9.16189e-05 0.000118443 7.8063e-05 5.7977e-05 7.10934e-05 9.18468e-05 0.00013824 0.000113746 5.49828e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 0.095295000000000019 0.25367000000000006 0.10113500000000002 -0.069794999999999982 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 9 -7 -8
right_child=1 2 5 -5 -6 6 10 -9 -10 -11 -12
leaf_value=-0.00083782590636523248 -0.00050198246014557441 0.00030123703402745885 -0.00053139849455520851 0.00067564541027599547 -0.00045236307130491602 -0.00023096777119879352 -9.3672211654776652e-05 0.00055734181041236465 -0.00072012960061657743 0.0006002026989848318 -0.00072728286786417895
leaf_weight=0.001014098218544676 0.0010077728725726353 0.0010442134476350675 0.0014676422812238401 0.0012796788916094298 0.0010699938562971356 0.001453481556987195 0.0010910140789913703 0.0010110427575919416 0.0010259414063677613 0.0011214138140454989 0.0010177416824234493
leaf_count=612 379 211 273 280 123 1114 85 241 107 81 404
internal_value=0 -0.000100952 -6.60579e-05 0.000204821 -8.01577e-05 -0.000178332 -0.00010123 3.51383e-05 -0.000111486 0.000131022 -0.00039947
internal_weight=0 0.0125899 0.0115822 0.00339389 0.00211421 0.00818828 0.00672064 0.00461188 0.00360084 0.0025749 0.00210876
internal_count=3910 3298 2919 614 334 2305 2032 1543 1302 1195 489
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=11
num_cat=0
split_feature=484 42 43 15 42 43 47 47 48 2
split_gain=0.000160376 5.87858e-05 0.000103082 8.55508e-05 0.000136302 8.69473e-05 7.64446e-05 0.000118949 7.61202e-05 5.25602e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.084100000000000022 0.0050750000000000005 0.10783500000000001 0.086425000000000016 0.085875000000000021 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 9 7 8 -4 -5
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00073323412768634591 -0.00040749643379601802 0.00062268692613485707 0.00052835380577106995 0.00011519346498292331 -0.00076774041432051989 0.0003547109450938607 0.00065993700547775918 -0.00049789572368578007 -2.5567272422472423e-05 -0.00044354075230309441
leaf_weight=0.0010889259172698054 0.0010060559445225449 0.0012366516296051467 0.0018680199690058895 0.0010970329436863937 0.0010991268288202101 0.0016792633700126267 0.0010845725153115328 0.0010565207656954472 0.0019489505216896583 0.0015789650956348276
leaf_count=612 215 151 535 457 801 175 142 153 297 372
internal_value=0 4.86838e-05 8.49665e-05 2.66992e-05 -0.000150733 4.9799e-06 0.000189132 8.43561e-05 0.000245521 -0.000214486
internal_weight=0 0.0136552 0.0126491 0.0114125 0.00545439 0.00435526 0.00595806 0.00487349 0.00381697 0.002676
internal_count=3910 3298 3083 2932 1805 1004 1127 985 832 829
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=9
num_cat=0
split_feature=14 15 131 13 2 16 1 4
split_gain=2.05344e-05 5.4227e-05 4.32488e-05 5.63858e-05 7.21119e-05 6.31668e-05 6.89504e-05 5.05348e-05
threshold=-0.13131999999999996 -0.14728999999999998 0.08844500000000001 -0.26418499999999995 0.11230000000000001 0.22945500000000005 1.0000000180025095e-35 0.0057500000000000008
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=-0.013997635388225842 0.023114343221179744 0.021935610040722388 -0.021009719389398288 -0.018353579731455714 -0.023577066002411089 0.024635518755809646 -0.0054189985398925573 0.018135738131849408
leaf_weight=0.0010039286856316281 0.001002167073152929 0.0011164729280424288 0.0010004128220704621 0.0017664694890024346 0.0013013061558394493 0.0010528091525929427 0.0019279510189678178 0.0017264504138343347
leaf_count=172 338 106 487 1424 344 274 611 154
internal_value=0 0.000948585 -0.00129708 0.000920871 -0.00209681 0.00222105 -0.00213216 0.00570898
internal_weight=0 0.010894 0.00989187 0.00889146 0.00777499 0.00647368 0.00542087 0.0036544
internal_count=3910 3738 3400 2913 2807 2463 2189 765
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=9
num_cat=0
split_feature=132 42 160 157 15 15 1 1
split_gain=2.13038e-05 4.26734e-05 6.30991e-05 8.21844e-05 7.36693e-05 8.6542e-05 7.27073e-05 0.000124676
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.048464999999999994 0.041585000000000004 -0.03231499999999999 0.11052000000000002 0.094485000000000013
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=-0.018854664976543402 0.013208866511975946 0.0066101602861732339 -0.0036867146735776652 -0.032253999586210863 0.025865796444330732 -0.017642820502889168 -0.0072062438962024857 0.042215273527002911
leaf_weight=0.0012670454702983528 0.0010653683738727224 0.0010149429910505515 0.001157567244652703 0.0011729266050693912 0.0013883879132727817 0.0018537952444305558 0.0017266294342853758 0.0012105225727755808
leaf_count=868 395 322 307 634 620 311 299 154
internal_value=0 -0.00161366 0.000679843 -0.0142251 0.0051245 0.000283471 0.00839921 0.0197775
internal_weight=0 0.0107918 0.00952477 0.00218787 0.0073369 0.00594851 0.00409472 0.00236809
internal_count=3910 3515 2647 956 1691 1071 760 461
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=11
num_cat=0
split_feature=484 42 43 160 133 160 2 1 13 3
split_gain=0.000133817 8.59642e-05 0.00011744 7.90268e-05 0.00014468 0.000111541 0.000118987 0.000156601 0.000119687 0.000128847
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.082234999999999989 -0.0056849999999999991 0.091575000000000017 0.10393500000000001 0.11198000000000001 -0.083514999999999992 -0.075679999999999983
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=-0.0006863407614081077 -0.00050057970844496363 0.00067770701233137577 -0.00042364159481215156 -0.0005860626387434475 0.00087796852614859173 -0.00042481175611498782 -0.00044292952037778042 0.00053041251232907485 -0.0002738063297137515 0.0005406598198926158
leaf_weight=0.001026160028851056 0.0010097281971781112 0.0011977437934592898 0.0012959318900388215 0.0010731783005188929 0.0016333551699289585 0.0010361797656681798 0.0016520363477900042 0.0010328254767032119 0.0012228379989541638 0.0019181872442085193
leaf_count=612 215 151 581 759 220 157 277 204 480 254
internal_value=0 4.89991e-05 9.50041e-05 3.07649e-05 9.23079e-05 0.000178003 0.000261741 -6.84997e-05 0.000447451 0.000223579
internal_weight=0 0.013072 0.0120623 0.0108645 0.0095686 0.00849542 0.00745924 0.00268486 0.00477438 0.00314103
internal_count=3910 3298 3083 2932 2351 1592 1435 481 954 734
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=10
num_cat=0
split_feature=124 50 160 42 1 1 4 2 0
split_gain=2.13888e-05 3.44639e-05 6.61541e-05 5.60201e-05 5.57026e-05 5.12189e-05 4.74897e-05 4.84004e-05 8.13008e-05
threshold=-0.048219999999999992 0.082310000000000008 0.090735000000000024 -1.0000000180025095e-35 0.12293500000000002 0.10915500000000002 0.05309500000000001 0.10113500000000002 -0.070894999999999986
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=0.012613295641703839 -0.018288187133535572 -0.01929362364305658 -0.02368407898332469 -0.0049038805131790533 0.027962343352710452 -0.014427875065545995 0.023568932885599959 -0.017099692019591769 0.0300248847328589
leaf_weight=0.0011652741622424174 0.0010776655384229878 0.0010036075324292041 0.0010374674013330131 0.0017547453636416279 0.001008353220939933 0.0013766317183608913 0.0013293010618032411 0.0010143418216299006 0.0010744138915031831
leaf_count=319 720 712 296 875 195 183 236 230 144
internal_value=0 -0.00165502 0.000175067 0.00304152 0.00608292 0.00271436 0.0072764 0.00164151 0.00836082
internal_weight=0 0.0106765 0.00967292 0.00863545 0.00755779 0.00654943 0.0051728 0.0038435 0.00282916
internal_count=3910 3591 2879 2583 1863 1668 1485 1249 1019
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=9
num_cat=0
split_feature=3 16 0 1 16 4 3 15
split_gain=2.11309e-05 4.08734e-05 4.63596e-05 4.06613e-05 4.77368e-05 8.60851e-05 4.14822e-05 3.12824e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 0.076710000000000014 -0.27337499999999998 0.0057500000000000008 0.045635000000000002 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=0.013083028365074235 -0.015279890628376064 -0.020009245491710986 0.018771184281555265 -0.01191812504872118 0.0088200590304976494 0.0088803219587793979 -0.016883553310897383 0.033029552950651686
leaf_weight=0.0010835108736466153 0.0018393691283398548 0.0010809884938709586 0.0012134779411441749 0.0018822355704545737 0.0011255315869854441 0.0010145242905189376 0.0014200472993464389 0.0011382046572363733
leaf_count=211 1778 298 115 344 707 138 218 101
internal_value=0 -0.00157115 0.000497836 -0.00213572 0.00153829 0.0069292 -0.00551866 0.0216487
internal_weight=0 0.0107144 0.00963339 0.00841991 0.00658054 0.00469831 0.00254558 0.00215273
internal_count=3910 3699 3401 3286 1508 1164 925 239
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 14 2 49
split_gain=2.15071e-05 3.89949e-05 5.38008e-05 4.99203e-05 9.12636e-05 5.89609e-05 5.88738e-05 0.000122652
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.083815000000000014 0.079355000000000023 -1.0000000180025095e-35 0.081110000000000015 -0.006494999999999999
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=-0.028901778571595184 -0.0136174664198975 0.01599927990997518 -0.017813511177529408 0.021195550968767178 -0.017578114471562236 -0.0081931037986183227 -0.0036110100479818034 0.037025508439793464
leaf_weight=0.0010044618168753364 0.0010848436972307552 0.0015190665847406538 0.0016233323147662191 0.0011748097031177331 0.0010284366994535729 0.0013577695084585192 0.001468568195413794 0.0015028108785449883
leaf_count=885 187 237 535 987 139 532 197 211
internal_value=0 0.00116054 -0.00130022 0.00225651 -0.00124075 0.00394525 0.00905836 0.0169414
internal_weight=0 0.0106793 0.00916019 0.00753686 0.00636205 0.00535759 0.00432915 0.00297138
internal_count=3910 3723 3486 2951 1964 1079 940 408
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=9
num_cat=0
split_feature=52 4 160 3 3 2 16 15
split_gain=2.04333e-05 6.45806e-05 4.89045e-05 4.32839e-05 5.21466e-05 4.71344e-05 5.45993e-05 4.14223e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.093815000000000009 -0.16268499999999997 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 -3
right_child=2 7 3 4 5 6 -8 -9
leaf_value=-0.008547666872632689 -0.020076791852967499 0.030331083852020203 -0.014364212087267693 0.022716603190985004 -0.017668529791751455 -0.0065586765421175213 0.023986321397627866 0.0032236941403730375
leaf_weight=0.0018038358104771157 0.0014053644075093649 0.0011324721929304696 0.0014813880703928826 0.0012535413634729765 0.0011479473678445147 0.0013164953931596481 0.0010535008779903538 0.0011224299289941345
leaf_count=795 924 176 144 955 305 195 197 219
internal_value=0 0.00555564 -0.00322076 0.000567712 0.00520358 -0.0010368 0.00701906 0.0168378
internal_weight=0 0.00405874 0.00765824 0.00625287 0.00477149 0.00351794 0.00237 0.0022549
internal_count=3910 1190 2720 1796 1652 697 392 395
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=11
num_cat=0
split_feature=484 47 159 12 1 457 2 2 4 12
split_gain=5.81239e-05 5.13716e-05 8.32657e-05 6.58177e-05 0.000107638 6.50639e-05 7.90507e-05 0.000155383 9.73768e-05 5.38955e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.10058500000000002 0.11215000000000001 0.084715000000000013 0.10113500000000002 0.092175000000000021 -0.017449999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -3
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00045357050091371338 0.00029890242570882082 0.0006303721137079257 0.00036157176790777468 -0.00047951970041856871 -0.00051808156502273757 0.00053618183663297324 -0.00037171979666098052 0.00078053085858103047 -0.00051751550554035726 -8.051330923647632e-06
leaf_weight=0.0010441838335088468 0.0010741109563025312 0.0010233464611373701 0.0017646921659955654 0.0014978374333482342 0.0013950199207222614 0.00102659962230537 0.0015552520767886102 0.0010665282464142763 0.001177348733061293 0.0010102866190048135
leaf_count=627 935 90 502 368 227 156 299 239 344 123
internal_value=0 2.78439e-05 -2.71252e-05 -0.000105137 -2.82653e-05 8.75519e-05 -6.95669e-06 0.00016402 -0.000128024 0.00031321
internal_weight=0 0.012591 0.0105574 0.0087927 0.00729486 0.00589984 0.00487324 0.00331799 0.00225146 0.00203363
internal_count=3910 3283 3070 2568 2200 1973 1817 1518 1279 213
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=11
num_cat=0
split_feature=484 42 43 160 160 133 2 1 13 3
split_gain=0.000145612 6.05379e-05 9.64905e-05 6.71904e-05 7.15312e-05 0.000132186 8.85312e-05 0.000170633 0.00012945 0.00016565
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.091575000000000017 -0.083654999999999993 -0.0056849999999999991 0.10393500000000001 0.11198000000000001 -0.083514999999999992 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7 -10
right_child=1 2 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00071919189052398874 -0.00041318989865548304 0.00062106380951597166 -0.00037864171472176466 -0.00043162288784975465 -0.0005220391631635163 0.00084703399724492397 -0.00043897951666727237 0.0005542497165654252 -0.00039771201757126919 0.00051702386650791189
leaf_weight=0.001024687003586172 0.0010077685529895327 0.0011741986478351644 0.001148753510476083 0.0010931908538176572 0.0010159519231207718 0.0016029908231223952 0.0016864377994508307 0.0010979513997950217 0.0012374736740694949 0.0019773024984946165
leaf_count=612 215 151 561 188 739 223 277 204 483 257
internal_value=0 4.84467e-05 8.7105e-05 2.93729e-05 8.09715e-05 0.000142236 0.000231009 -4.73254e-05 0.000391871 0.000164912
internal_weight=0 0.013042 0.0120343 0.0108601 0.00976686 0.00861811 0.00760216 0.00278439 0.00481777 0.00321478
internal_count=3910 3298 3083 2932 2744 2183 1444 481 963 740
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=12
num_cat=0
split_feature=484 42 43 15 16 16 4 47 3 2 52
split_gain=0.000190665 7.78671e-05 9.86777e-05 9.35415e-05 0.000156697 0.000149236 0.000102349 7.49078e-05 0.000158324 0.000110504 6.6459e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.052074999999999989 0.15737500000000001 -0.013279999999999998 -0.080874999999999989 0.10589000000000001 0.11818000000000002 0.099015000000000006 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 9 10 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00081143370702367991 -0.00046005005629961979 0.00062445625417633299 -0.0002683155841617849 0.00022712746564023 -0.00072992086138751677 0.00050561034601316233 -0.00057867073167153866 0.00063494140219506618 -0.0005238673784833418 0.00084621604368314402 0.00037096618972401484
leaf_weight=0.001065384662999296 0.0010633383394627422 0.001211886260528647 0.0011426451721262844 0.0010079341885128228 0.0013459871160378441 0.0016155792734444847 0.0015198312536975692 0.0012396869646424625 0.0011942662218901328 0.0010201607172220903 0.0013806642437754926
leaf_count=612 215 151 208 486 260 390 669 154 128 333 304
internal_value=0 4.96127e-05 9.23573e-05 3.61214e-05 -0.000148682 4.0137e-05 -0.000257363 0.000205834 9.3553e-05 0.000301644 8.14764e-05
internal_weight=0 0.013742 0.0126786 0.0114668 0.00548933 0.00414334 0.00252777 0.00597742 0.00473774 0.00354347 0.00252331
internal_count=3910 3298 3083 2932 1805 1545 1155 1127 973 845 512
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=9
num_cat=0
split_feature=3 1 12 16 15 48 3 13
split_gain=2.08182e-05 3.72423e-05 8.00765e-05 5.62756e-05 0.000139 5.56894e-05 6.91454e-05 2.0124e-05
threshold=-0.15464999999999998 0.099595000000000017 -1.0000000180025095e-35 -0.51054499999999992 -0.074174999999999977 0.085790000000000019 -0.040669999999999991 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.01173570290215753 -0.018369957080234429 0.028208502564283363 -0.022366666625135131 0.027452524536814644 -0.016337215657642092 -0.025067863622873773 -0.0023699256640859236 0.015642348562927243
leaf_weight=0.0013047672643429981 0.0015416523170928686 0.0011138120598846333 0.0010209329439290209 0.0014094088851758228 0.0014925127814215686 0.0013421050516387936 0.0010375332299231502 0.0015422821751934152
leaf_count=259 2085 367 87 200 225 394 87 206
internal_value=0 -0.00165761 0.00454516 -0.00217355 0.00493064 -0.00737571 -0.00161449 0.00839829
internal_weight=0 0.0105002 0.00503667 0.00392285 0.00290192 0.00546357 0.00412147 0.00257982
internal_count=3910 3651 879 512 425 2772 2378 293
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 12 2 2 12 15
split_gain=7.90112e-05 4.9142e-05 8.1684e-05 6.30558e-05 8.37328e-05 8.54808e-05 8.15871e-05 0.000194397 0.000118341 0.000112846
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.099015000000000006 0.11085000000000002 0.084100000000000022 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 9 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0005232448149819996 0.00052006068793317205 0.00044223668185814805 -0.00052713300624765251 -0.00030792712686268859 -0.00049490452207765758 0.00060235876482023698 0.00094269041235727142 -0.00012522344253371154 -0.00069979580544300582 0.00045308348697990086
leaf_weight=0.0010426696410826301 0.0010050632510923479 0.0010612608268775392 0.0010241241068630743 0.001692637237073677 0.0011390127070536977 0.0010241047072151793 0.0010126444576371153 0.0018574253795964426 0.0011937197585086606 0.0013439708053938314
leaf_count=627 155 216 116 266 475 281 220 266 1111 177
internal_value=0 3.88319e-05 9.20875e-07 5.35857e-05 2.97456e-06 7.27746e-05 -3.60839e-06 0.000251568 -0.000176733 2.88882e-05
internal_weight=0 0.012354 0.0112927 0.0102686 0.00926352 0.0081245 0.0071004 0.00287007 0.00423033 0.00303661
internal_count=3910 3283 3067 2951 2796 2321 2040 486 1554 443
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=9
num_cat=0
split_feature=132 13 2 0 42 49 16 2
split_gain=2.21041e-05 4.63398e-05 6.59946e-05 4.66862e-05 6.09248e-05 5.75419e-05 7.3214e-05 4.83942e-05
threshold=0.080815000000000012 -0.090744999999999978 0.099990000000000009 -0.053834999999999994 0.088345000000000021 -0.07107999999999999 -0.072804999999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -5
right_child=-2 3 -4 7 -6 6 -8 -9
leaf_value=-0.00724501019133962 0.013574617349630487 -0.025567763922316744 0.024497107011771487 -0.0022444408311559729 0.021612170664933563 0.015816528833548903 -0.013265799117117416 -0.0300034196606585
leaf_weight=0.0012070812079371708 0.001065704086109248 0.0010613961799139453 0.0014320713953411676 0.0012152207537484386 0.0010430714928830066 0.0017043540889684385 0.0017590582958296823 0.0012997776501738182
leaf_count=335 395 151 210 135 775 812 744 353
internal_value=0 -0.001526 0.00997907 -0.00528254 -0.000174723 -0.0051971 0.00104569 -0.0165906
internal_weight=0 0.010722 0.00263915 0.00808288 0.00556788 0.00452481 0.00346341 0.002515
internal_count=3910 3515 545 2970 2482 1707 1556 488
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=8
num_cat=0
split_feature=49 2 42 43 4 15 4
split_gain=2.22903e-05 5.90849e-05 5.19501e-05 4.79728e-05 4.15634e-05 9.54314e-05 0.000144909
threshold=-0.045004999999999996 0.10045500000000002 0.091955000000000023 0.0050750000000000005 0.25367000000000006 -0.017214999999999998 -0.12499499999999999
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=-0.0032265596011909724 -0.026323008375920151 0.026574674950349556 -0.021299102380098148 0.017006747132139233 0.0087733870484603266 -0.024382127775763082 0.02523016677027197
leaf_weight=0.0018518198813623934 0.0018009112736426217 0.0010383077118938859 0.0012763068537045537 0.0014299752006639993 0.0019422913555710844 0.0010251174509269797 0.0013829894142114601
leaf_count=316 728 213 758 389 265 263 978
internal_value=0 0.00747984 -0.00263406 0.0005082 -0.00332716 -0.00891108 0.00411049
internal_weight=0 0.00289013 0.00885759 0.00758128 0.00615131 0.00420902 0.00240811
internal_count=3910 529 3381 2623 2234 1969 1241
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=9
num_cat=0
split_feature=12 13 16 14 2 48 1 15
split_gain=2.31234e-05 3.23822e-05 4.01182e-05 3.32274e-05 6.72862e-05 6.21114e-05 5.82079e-05 5.58232e-05
threshold=0.11655500000000001 0.10924000000000002 0.15737500000000001 -1.0000000180025095e-35 0.099015000000000006 0.085875000000000021 0.085835000000000009 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.014331997409654235 -0.014056680014935577 0.014898147117685258 -0.016444925842178836 -0.012618048998111229 0.03519514205751461 -0.023156472468029463 0.015441045727784231 0.0044980296687472951
leaf_weight=0.0010853735094965974 0.0010823092892254483 0.0015008486640891794 0.0014127045945030257 0.0012287927857856226 0.0010498188764491751 0.0011281742698378309 0.0018560433562123365 0.0013596460438064987
leaf_count=163 187 237 524 1283 296 302 659 259
internal_value=0 0.00128669 -0.000953165 0.00188618 0.00454422 -0.00307862 0.00426418 0.017873
internal_weight=0 0.0106214 0.00912055 0.00770785 0.00662248 0.00421301 0.00308484 0.00240946
internal_count=3910 3723 3486 2962 2799 2244 1942 555
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=9
num_cat=0
split_feature=52 160 15 160 12 2 2 0
split_gain=2.52435e-05 6.27573e-05 0.000104182 4.06019e-05 4.03365e-05 4.74088e-05 6.30345e-05 3.00467e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -1.0000000180025095e-35 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 -8
right_child=3 2 -4 4 -6 6 7 -9
leaf_value=0.027164727590137383 -0.018886319686728208 0.012331673998477007 -0.027159610661132046 -0.012423716156551887 -0.014993775200973648 0.02684196503563932 -0.01304451193006872 0.010422774982324563
leaf_weight=0.0010606891440034048 0.0014000313395835561 0.0019533708566581752 0.0010152106284875917 0.0012574249750636778 0.0013996600867103685 0.0013861706012215551 0.0010121212706571533 0.0011836643950234147
leaf_count=244 924 518 428 502 262 719 112 201
internal_value=0 0.00628623 -0.00117376 -0.00349618 -4.26503e-05 0.00428156 0.0101458 -0.000394192
internal_weight=0 0.00402927 0.00296858 0.00763907 0.00623904 0.00483938 0.00358196 0.00219579
internal_count=3910 1190 946 2720 1796 1534 1032 313
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=9
num_cat=0
split_feature=51 157 12 2 0 15 15 4
split_gain=2.18185e-05 4.49456e-05 4.18189e-05 8.03006e-05 7.84192e-05 7.69574e-05 7.34627e-05 3.13107e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.086650000000000019 -0.14136999999999997 -0.095799999999999982 -0.021529999999999997 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 -3
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=0.010566263772925001 -0.021654268343186612 -0.00061440012312721174 -0.014572398691517094 -0.021010448620545605 0.041603103696749459 0.015715739752839009 0.0091024671614123275 -0.025276254272667938
leaf_weight=0.0016446744252442613 0.0010292893736979147 0.0010049708624445426 0.001542070363588369 0.0012310554446001375 0.001069539110770438 0.0010634186341929881 0.0019885474451290025 0.0010554835424267351
leaf_count=515 538 934 377 150 457 141 532 266
internal_value=0 -0.00186412 0.000410541 0.00352732 0.00998479 -0.00398898 0.0204693 -0.0132476
internal_weight=0 0.00998437 0.00895509 0.00741302 0.00535256 0.00229447 0.00305809 0.00206045
internal_count=3910 3395 2857 2480 1280 291 989 1200
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=11
num_cat=0
split_feature=484 159 15 15 49 47 2 12 0 16
split_gain=9.03718e-05 4.24881e-05 6.31838e-05 0.000120251 9.04122e-05 9.60097e-05 5.70597e-05 7.35256e-05 6.21655e-05 4.57844e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.07142999999999998 -0.047894999999999993 0.10409500000000001 0.10113500000000002 0.051320000000000005 0.076335000000000014 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 -4 -8 -6
right_child=1 -3 6 -5 5 -7 8 -9 -10 -11
leaf_value=-0.00055050026581895245 0.00041765577939923315 0.00031390601883058306 0.00039102511391402646 0.00072204891231072131 -0.00015423796821534887 0.00032457169749937548 -0.0007639989886815984 -0.00024523428510699768 -8.8898267170962317e-05 -0.00071109557531379196
leaf_weight=0.0010824770955134106 0.0013835591962770011 0.001855172949593145 0.0011639058277236112 0.0010809522096925156 0.0012842441711683858 0.0010108175871032434 0.0010138230655738268 0.001745462189401031 0.0010863235582096453 0.0010173473153182286
leaf_count=627 172 522 101 245 215 129 201 1263 95 340
internal_value=0 3.9806e-05 -7.33686e-06 0.00013241 -3.31691e-06 -0.000179153 -0.000168492 9.30416e-06 -0.000414796 -0.00040038
internal_weight=0 0.0126416 0.0107864 0.00577692 0.00469597 0.00331241 0.00500951 0.00290937 0.00210015 0.00230159
internal_count=3910 3283 2761 1101 856 684 1660 1364 296 555
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=8
num_cat=0
split_feature=1 4 151 0 16 151 2
split_gain=2.29226e-05 5.53781e-05 3.28503e-05 4.65433e-05 6.24003e-05 9.44137e-05 8.79556e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.061129999999999997 -0.055679999999999993 -0.0088999999999999982 0.090420000000000014
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=0.0045871278179176016 -0.01513786439873703 -0.020749966852139187 -0.013202078744804006 0.019929614519877681 -0.013756021294554414 0.0020409304690480762 0.040831619956841592
leaf_weight=0.0019043631513755784 0.0011178458113731702 0.0015769475423937436 0.0011076192062167353 0.0016656182085653505 0.001902644916717303 0.0012506820492444142 0.0010974464240797691
leaf_count=422 169 1586 156 463 531 440 143
internal_value=0 -0.00688995 0.00280534 0.00532589 0.000795074 0.00878289 0.0201706
internal_weight=0 0.00348131 0.00814186 0.00703424 0.00536862 0.00346597 0.00234813
internal_count=3910 2008 1902 1746 1283 752 583
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=11
num_cat=0
split_feature=484 1375 52 52 51 49 12 52 47 2
split_gain=0.000145818 7.1127e-05 6.58353e-05 0.000102866 0.000144293 8.11388e-05 0.000109185 9.22696e-05 7.54016e-05 6.17936e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 -0.048794999999999991 -0.087604999999999988 -0.095859999999999987 -0.029304999999999998 0.095295000000000019 0.10062000000000001 0.09023500000000001 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 9 -7
right_child=1 2 5 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00084429026014221239 -0.00057407706650528542 0.00046517385596403748 0.00029174089400505631 0.00067609217307371074 -0.00044282982898545499 -0.0001187328604176792 -0.00066405319047548451 0.00029444467015714109 0.00016883738998256639 -0.00072636461048016768
leaf_weight=0.0010555956890685924 0.0010609510661647665 0.0012202047761056007 0.0013854978809761621 0.0010954564338812433 0.0015000513195006461 0.0011965762569761723 0.0016762930219212224 0.001653194463146801 0.0010922665032364509 0.0013920229291275509
leaf_count=612 146 289 203 234 420 823 455 412 106 210
internal_value=0 -8.71002e-05 -4.47913e-05 0.000168768 -3.55335e-05 -0.000141849 -0.000227542 -9.03626e-05 -0.000263192 -0.000445488
internal_weight=0 0.0132725 0.0122116 0.00381571 0.00272026 0.00839585 0.00701035 0.00533406 0.00368087 0.0025886
internal_count=3910 3298 3152 943 709 2209 2006 1551 1139 1033
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=10
num_cat=0
split_feature=49 3 133 16 15 4 52 0 48
split_gain=2.24456e-05 9.45494e-05 4.78195e-05 6.3386e-05 4.07797e-05 7.59812e-05 0.000111748 6.26508e-05 2.29121e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.087485000000000021 -0.45301499999999995 -0.13578499999999996 -0.034289999999999994 0.071660000000000015 -0.10131499999999999 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -7 -3
right_child=2 8 -4 4 5 7 -8 -9 -10
leaf_value=0.031228578493648931 -0.021479702338578072 -0.016234657321761013 -0.022816033533105455 -0.014273166182737355 -0.025423824741662712 0.036104316807744029 0.014937435064451294 0.0046193629359162379 0.0050023559574662747
leaf_weight=0.0010641215519332356 0.0011654307323489318 0.0010112002451144889 0.0010526034437048056 0.0010326290273293195 0.0012947158834180485 0.0012330659244573078 0.0014589999704948259 0.0012965455000341713 0.0010209125498024671
leaf_count=180 195 221 910 292 620 131 632 571 158
internal_value=0 0.00708005 -0.0028595 -5.16864e-05 0.00390225 0.00745464 -0.00403924 0.0199668 -0.0055654
internal_weight=0 0.00309623 0.00853399 0.00748139 0.00631596 0.00528333 0.00275372 0.00252961 0.00203211
internal_count=3910 559 3351 2441 2246 1954 1252 702 379
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 4 3 3 52 47 13
split_gain=0.000131031 7.22545e-05 8.17611e-05 8.88411e-05 9.63551e-05 8.09495e-05 0.000119528 5.76049e-05 0.000104185 0.000101009 5.45217e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.03231499999999999 0.078965000000000021 -1.0000000180025095e-35 0.045635000000000002 -0.074234999999999982 -0.074484999999999982 0.081320000000000017 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 10 -9 -10 -4
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00068119247069330687 -0.00046545541039098479 0.00057694371963058798 0.00015593404148850435 0.0006386175032511922 -0.00063188830216319794 -0.00045313470740047755 -0.00019245846343162183 -0.00035774835029924796 0.00074219284006646585 -4.3400433587519558e-05 0.00077332681366793236
leaf_weight=0.0010417582875106935 0.0010049493111882754 0.001159707165526414 0.0011929548934194777 0.0011961703381383202 0.0012643351260567151 0.00110839982136219 0.0014992982985682843 0.0015273074630728772 0.0010894695145479301 0.0014896372077974828 0.0010202375373954695
leaf_count=612 215 151 302 600 817 108 141 222 341 156 245
internal_value=0 4.04391e-05 8.09569e-05 3.04468e-05 -0.000162943 -7.07484e-06 0.000176349 0.000185542 4.81086e-05 0.000288451 0.00044054
internal_weight=0 0.0135525 0.0125475 0.0113878 0.0050682 0.00380387 0.00269547 0.00631961 0.00410641 0.00257911 0.00221319
internal_count=3910 3298 3083 2932 1666 849 741 1266 719 497 547
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=10
num_cat=0
split_feature=484 159 47 12 1 457 2 2 2
split_gain=8.75315e-05 4.83867e-05 5.24843e-05 5.82861e-05 9.68983e-05 7.58746e-05 9.00156e-05 0.000121304 5.55083e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.084715000000000013 0.10113500000000002 0.091985000000000011 0.079395000000000007
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=-0.00055394482852427426 0.00026384035409698529 0.00037335482426612151 0.00029128564104351494 -0.00042727069156611866 -0.00047312630093224303 0.00059532884988791634 -0.00038185597679924854 0.00072301061988187451 -0.0003365251625402341
leaf_weight=0.0010424449233647744 0.0010830865162471338 0.0014567322459139243 0.0018690660769603825 0.0014673571681845061 0.0013579928612116711 0.0010156003624030713 0.0015698938665700754 0.0010979961424459317 0.0013060794891420625
leaf_count=627 467 394 195 379 234 160 321 260 873
internal_value=0 3.79659e-05 -7.41053e-06 -7.0153e-05 3.68324e-07 0.000106253 8.0329e-06 0.000183558 -6.436e-05
internal_weight=0 0.0122238 0.0107671 0.00889801 0.00743065 0.00607266 0.00505706 0.00348716 0.00238917
internal_count=3910 3283 2889 2694 2315 2081 1921 1600 1340
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=12
num_cat=0
split_feature=14 484 157 3 15 160 51 2 2 15 13
split_gain=0.000214717 0.0001302 0.000185358 8.80626e-05 0.000121242 8.05784e-05 0.000104492 9.64303e-05 0.000131569 0.000108564 5.7055e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 -0.10628499999999998 -0.03231499999999999 -1.0000000180025095e-35 0.090935000000000016 0.11339500000000001 0.099015000000000006 -0.017214999999999998 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 8 9 10 -7
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00060742335171425868 -0.00087455964431334163 0.00083662708395760774 0.00085463788924787152 -0.00056647573378084673 1.6267374775481575e-05 -9.7115209612820531e-05 0.00057794645721894453 -0.00063068127521154725 0.00050041167888928006 0.00023051297392463659 -0.0006828625844970198
leaf_weight=0.0010326394966409672 0.0010070160925540828 0.0012411405302434975 0.0010903796058020672 0.0010442636084260449 0.0016927750741420134 0.0011880413288168686 0.0010861924203775233 0.0010268176353511304 0.0015976964007224266 0.0016629965138115106 0.0013842983484676939
leaf_count=583 147 389 119 469 185 216 145 275 239 916 227
internal_value=0 6.27412e-05 0.000115915 3.99389e-05 0.000344723 -5.44139e-05 1.28809e-05 -7.65919e-05 2.09472e-05 -0.000159921 -0.000412334
internal_weight=0 0.0140472 0.0130146 0.0117735 0.00278315 0.00899031 0.00794604 0.00685985 0.00583303 0.00423534 0.00257234
internal_count=3910 3763 3180 2791 304 2487 2018 1873 1598 1359 443
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=10
num_cat=0
split_feature=4 16 1 12 15 52 4 16 16
split_gain=2.21018e-05 3.9266e-05 4.25565e-05 5.81008e-05 4.99999e-05 6.05043e-05 5.54736e-05 4.7227e-05 1.58757e-05
threshold=0.28937500000000005 -0.30307999999999996 0.12811000000000003 0.098595000000000016 -0.095799999999999982 -0.092854999999999979 -0.045299999999999993 0.025915000000000004 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -2
right_child=8 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.02049863113286092 0.00078543443847096527 -0.017976967362548956 0.017077495067303858 -0.023945086931012369 -0.015351350706272318 -0.013756278033679958 0.024476728308325105 0.015406880401969421 0.018208296876104105
leaf_weight=0.0010480751665858769 0.001095342254298299 0.0011475371205057492 0.0012477204157355926 0.0011127213356660007 0.0011213347196140644 0.0011323601589531651 0.0017170422919344347 0.0010896278316120458 0.0010008713699366741
leaf_count=210 135 321 131 467 522 1028 637 168 291
internal_value=0 -0.002228 6.85925e-06 -0.00290264 0.00086906 0.00514277 0.0109769 0.000544874 0.00910426
internal_weight=0 0.00961642 0.00856834 0.00732062 0.0062079 0.00506037 0.00393903 0.00222199 0.00209621
internal_count=3910 3484 3274 3143 2676 2355 1833 1196 426
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=10
num_cat=0
split_feature=4 15 12 4 43 3 13 16 0
split_gain=2.14703e-05 5.34211e-05 4.97237e-05 4.6707e-05 7.49549e-05 0.000103679 4.37239e-05 4.0773e-05 3.35559e-05
threshold=0.17888000000000001 0.079360000000000014 0.097510000000000013 -0.0010999999999999996 -0.079109999999999986 0.045635000000000002 -0.034809999999999987 -0.057604999999999996 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2 -5 -8
right_child=6 -3 -4 7 5 -7 8 -9 -10
leaf_value=-0.0077049282164074959 0.021746064498603546 -0.022124754838779587 -0.020200090010803102 -0.021364874457511365 0.04430365076094972 0.00174975439250685 -0.013520145927246817 0.004797615569924087 0.011388537798276388
leaf_weight=0.0013506436872811082 0.0012122556409980443 0.0012331209544466032 0.001001945751348399 0.0010819115284372478 0.0010916185051218761 0.0012040722234846826 0.0011648872039203987 0.0013254576983778405 0.0010095593491198747
leaf_count=607 321 1410 330 241 269 175 125 283 149
internal_value=0 -0.00292141 0.000434778 0.00385005 0.0109872 0.0219845 0.0065284 -0.00696024 -0.00195546
internal_weight=0 0.00828877 0.00705565 0.0060537 0.00364633 0.00229569 0.0033867 0.00240737 0.00217445
internal_count=3910 3315 1905 1575 1051 444 595 524 274
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=9
num_cat=0
split_feature=49 12 3 15 15 43 43 52
split_gain=1.98434e-05 7.69997e-05 4.63535e-05 6.28914e-05 6.50298e-05 5.80973e-05 7.62665e-05 4.82119e-05
threshold=-0.029304999999999998 0.085185000000000025 -0.032959999999999996 -0.017214999999999998 -0.11219499999999999 -0.074254999999999988 -0.13719999999999996 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 -5
right_child=2 -3 3 7 -6 -7 -8 -9
leaf_value=-0.0052803682122032781 -0.017313804559671315 0.027429061895462348 0.0070582172570726083 0.030941188482721302 -0.025438523831245952 -0.025751165658436711 0.019448710560462681 0.0012045683642300919
leaf_weight=0.001966626715776131 0.0012453395326894956 0.001135060854925771 0.0014478893923675785 0.0011171718862234585 0.0010715028888108654 0.001550528333694495 0.0010319297967794042 0.0010649528730722014
leaf_count=370 322 189 327 152 153 1547 792 58
internal_value=0 0.00668963 -0.00265066 0.00400116 -0.00676272 -0.0108208 -0.00065511 0.0164287
internal_weight=0 0.00310169 0.00852931 0.00470152 0.00251939 0.0038278 0.00227727 0.00218212
internal_count=3910 559 3351 690 480 2661 1114 210
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=9
num_cat=0
split_feature=42 40 2 2 13 0 0 16
split_gain=1.85789e-05 4.5091e-05 4.91096e-05 6.08328e-05 4.77925e-05 5.12057e-05 0.000109044 3.77523e-05
threshold=-1.0000000180025095e-35 -0.0068699999999999985 0.11230000000000001 0.097940000000000013 -0.084184999999999996 -0.053834999999999994 -0.10209999999999998 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -4
right_child=1 2 7 -5 5 -7 -8 -9
leaf_value=-0.010137378003137472 0.019679898024661649 -0.021338076250270888 -0.0011514800717643112 0.020190308319798747 -0.0079564221835636689 -0.015859374716002125 0.032235968736778302 -0.026398031806685991
leaf_weight=0.0016029519213584384 0.001195716015349243 0.0010220378245479871 0.0012297102189568064 0.001633229846905844 0.0014903548698377881 0.0010373677952872197 0.0012338596861815535 0.0011426718835146044
leaf_count=1060 334 773 201 317 149 148 711 217
internal_value=0 0.00146051 -0.00101811 0.00352694 -0.00216229 0.00304786 0.0102476 -0.0133116
internal_weight=0 0.00998495 0.00878923 0.00641685 0.00478362 0.00376158 0.00272421 0.00237238
internal_count=3910 2850 2516 2098 1781 1008 860 418
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=9
num_cat=0
split_feature=1 0 2 159 43 13 52 1
split_gain=2.14515e-05 6.08233e-05 4.18093e-05 3.41332e-05 4.12769e-05 5.28847e-05 0.000108084 6.4122e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 0.073745000000000019 -0.080894999999999981 -0.060719999999999989 1.0000000180025095e-35 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.025982078086967078 -0.013550067881610931 0.016123875010699652 -0.010627523630639981 0.0198265224382672 0.019551328591286544 -0.0002039096571675805 0.025430050467506893 -0.031511105190947922
leaf_weight=0.0011122159876152575 0.001664013751439355 0.0011409208851561629 0.0011973374083781236 0.001015880066370523 0.0016249168052518545 0.0016799843950216255 0.0010413366294539095 0.0010714525884615448
leaf_count=1642 359 105 261 380 513 411 115 124
internal_value=0 -0.00673135 0.00242545 0.00268465 0.000225624 0.00445675 -0.00201013 -0.0123954
internal_weight=0 0.00345047 0.00233826 0.00809758 0.0070817 0.00541769 0.00379277 0.00275144
internal_count=3910 2008 366 1902 1522 1163 650 535
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=11
num_cat=0
split_feature=484 474 160 133 47 0 0 2 133 4
split_gain=0.000142003 7.61378e-05 9.07888e-05 0.000117495 7.1525e-05 9.91112e-05 0.000111884 6.09341e-05 8.84596e-05 4.95681e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 0.10561500000000001 -0.18087499999999998 -0.10575999999999998 0.08400500000000001 0.088685000000000014 -0.08422499999999998
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=-0.00085679211334569285 -0.00062817113034951369 0.00040332329887040995 -0.00068716565731542821 -0.00050548044217157669 0.00038505202332556304 0.00056621288696552703 -0.00038915819615191596 5.0733850058409471e-06 -0.00040362795970058933 0.00060966474617613054
leaf_weight=0.001024326770921318 0.001319700859660467 0.0010673002697604182 0.0011032021104993512 0.0016903647197161796 0.0014789637114929425 0.00120536828604782 0.0017876920094113029 0.0010790301346511617 0.0010360720129807422 0.0010087735551106
leaf_count=612 556 318 820 111 137 211 433 165 322 225
internal_value=0 -9.80303e-05 -0.000143729 -8.21939e-05 -1.03236e-05 -8.5221e-05 3.09142e-05 -0.000100456 6.47594e-05 0.000297197
internal_weight=0 0.0127765 0.0117092 0.0103895 0.00928626 0.0078073 0.00611694 0.00491157 0.00312388 0.0020878
internal_count=3910 3298 2980 2424 1604 1467 1356 1145 712 390
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=8
num_cat=0
split_feature=4 1 16 2 48 42 2
split_gain=2.24371e-05 4.96384e-05 3.17047e-05 8.49048e-05 6.76497e-05 9.26058e-05 4.64863e-05
threshold=0.24280000000000004 0.11235500000000002 -0.094359999999999986 0.106285 0.086065000000000016 0.084100000000000022 0.086245000000000002
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=-0.013870175715576222 -0.0058330129002199171 0.019950251095152343 0.009135044244888332 0.020251707820451933 0.016059000138361288 -0.037628015436549658 -0.016747787939270474
leaf_weight=0.0020031428719189974 0.0014764540216748519 0.0015107106408470011 0.0015094859699854874 0.0016344866160911712 0.0010798883701724797 0.0010474799190101072 0.0012842930661958359
leaf_count=501 206 343 556 482 319 1005 498
internal_value=0 0.00720646 -0.00285967 0.000504701 -0.00605398 -0.0122706 -0.00276323
internal_weight=0 0.00298716 0.00855878 0.00655563 0.00492115 0.00384126 0.00279378
internal_count=3910 549 3361 2860 2378 2059 1054
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=9
num_cat=0
split_feature=52 13 3 2 2 150 1 0
split_gain=2.10372e-05 6.04948e-05 7.6568e-05 9.73788e-05 6.2068e-05 5.15105e-05 6.52625e-05 5.06022e-05
threshold=0.11588000000000002 -0.090744999999999978 0.11265500000000002 0.106035 0.099990000000000009 0.087235000000000021 1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0026215087037887537 -0.010826744701755871 -0.01804153085292174 -0.028704130221139088 0.028262037776378347 0.028571982685188176 -0.02449794055404653 0.026336998711180365 -0.0013336265249693556
leaf_weight=0.0011517551713918391 0.0016117207382555969 0.0013268175832907448 0.0010106331579114447 0.0010811739119166094 0.0014296946090716937 0.0010507887741323003 0.0010435995706031646 0.0018021845770982451
leaf_count=326 635 1182 107 458 194 201 132 675
internal_value=0 0.00149329 -0.00315115 0.000945035 0.0146545 -0.00470923 0.000274174 0.00881368
internal_weight=0 0.00989665 0.0073152 0.00630456 0.00258145 0.00522339 0.0041726 0.00284578
internal_count=3910 3275 2755 2648 520 2190 1989 807
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=8
num_cat=0
split_feature=150 151 0 2 16 15 15
split_gain=2.38354e-05 7.48958e-05 4.41642e-05 6.62757e-05 7.36326e-05 4.62625e-05 3.74166e-05
threshold=0.077110000000000012 -0.051109999999999996 -0.075584999999999986 0.10113500000000002 0.25185000000000007 -0.0089749999999999986 -0.14487999999999998
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=-0.0048802768598091789 0.025337386932935909 -0.0082474646865928463 0.029559248397425582 -0.010890141055613065 -0.004500786330340783 0.0034562599113395417 -0.027898505331825821
leaf_weight=0.0013017667734853159 0.0012930437475196913 0.001364915002411904 0.0014516772643488021 0.0016725898534065797 0.0011278442349246 0.0017069306122051166 0.0015435275227178575
leaf_count=324 326 197 396 544 151 1247 725
internal_value=0 0.00809089 -0.00271411 0.00461408 0.0146672 -0.00955917 -0.0173673
internal_weight=0 0.00265796 0.00880434 0.00425211 0.00257952 0.00455222 0.00284529
internal_count=3910 523 3387 1091 547 2296 1049
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=9
num_cat=0
split_feature=4 1 12 4 1 0 3 0
split_gain=2.12908e-05 4.40178e-05 3.26707e-05 6.88079e-05 6.92722e-05 6.44716e-05 0.000102114 5.33166e-05
threshold=0.24280000000000004 0.11235500000000002 0.098845000000000016 0.055260000000000011 0.094385000000000011 -0.060094999999999989 0.086245000000000016 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.03206337651579666 -0.0052131810436357581 0.01919297701106774 -0.018257637551216687 -0.022809898562645869 0.035475202951782851 0.010967492370573361 0.009914762507290998 0.0029766274071102751
leaf_weight=0.0013658738251492533 0.0014624261948377659 0.0014938031649260435 0.0011691069426031054 0.0011409536178651168 0.0010025236560704913 0.0017694540886083608 0.0010064850486943624 0.0010168438736359534
leaf_count=1841 206 343 506 257 143 182 79 353
internal_value=0 0.00711942 -0.00273722 -0.000252328 0.00392498 -0.00347891 -0.0142539 0.0191107
internal_weight=0 0.00295623 0.00847124 0.00730213 0.00616118 0.00414181 0.00237236 0.00201937
internal_count=3910 549 3361 2855 2598 2102 1920 496
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=9
num_cat=0
split_feature=159 151 4 48 2 13 3 1
split_gain=1.92709e-05 3.32717e-05 8.35919e-05 7.64586e-05 7.24577e-05 0.000138197 9.75643e-05 6.26276e-05
threshold=-0.034019999999999988 -0.084129999999999996 0.28937500000000005 0.093225000000000016 0.10393500000000001 -0.083514999999999992 -0.075679999999999983 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.01329355013248394 -0.01377876841489821 0.026730247775787974 0.026291414007404423 0.022832673019488891 -0.023566010181462038 -0.034147684264771321 0.020346231146788102 -0.012474024868566143
leaf_weight=0.0010187247191001331 0.0013094984100473 0.0014694293617930985 0.0013437572534481254 0.0011680034411738083 0.0015835416024310364 0.0011201128735981629 0.0010214144888313209 0.0013496629552261774
leaf_count=520 403 530 348 270 432 1030 207 170
internal_value=0 0.00112027 0.00327469 -0.000735716 -0.00494221 0.00100293 -0.0098256 0.00166431
internal_weight=0 0.0103654 0.00905592 0.00771216 0.00654416 0.00496062 0.00349119 0.00237108
internal_count=3910 3390 2987 2639 2369 1937 1407 377
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=11
num_cat=0
split_feature=484 51 42 52 4 2 4 2 1 0
split_gain=9.13654e-05 5.3305e-05 8.15696e-05 5.77181e-05 7.01804e-05 9.93603e-05 7.92247e-05 8.14119e-05 5.28528e-05 2.73503e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -1.0000000180025095e-35 -0.088354999999999989 -0.00072999999999999985 0.10113500000000002 0.05309500000000001 0.11708 0.10471000000000001 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 -6 8 -8 -5
right_child=1 2 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.00056184079242211737 0.00038429249263587648 -0.00049951981029327218 -0.00034521660499125449 0.00036260873513438169 -0.00047242947393090799 -0.00010429090109113933 0.00063223703139703689 -0.00037310876152911042 7.009813861546308e-05 0.0008022160059318941
leaf_weight=0.0010588913697590274 0.001503612871692238 0.0011666125260714746 0.0012468183620223091 0.0011144303807062101 0.0012378358766369328 0.001321499899735866 0.0010033565648478909 0.001029285947509975 0.0017906711850915701 0.0010632414350525213
leaf_count=627 351 884 329 682 191 157 137 211 172 169
internal_value=0 3.80646e-05 -9.37521e-06 4.89301e-05 0.000106338 0.000319856 -4.12839e-05 9.83038e-05 0.000271966 0.000577246
internal_weight=0 0.0124774 0.0109738 0.00980714 0.00856032 0.00349917 0.00506115 0.00382331 0.00279403 0.00217767
internal_count=3910 3283 2932 2048 1719 1008 711 520 309 851
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=9
num_cat=0
split_feature=51 157 43 42 49 1 1 12
split_gain=1.96976e-05 3.97964e-05 3.15874e-05 4.66907e-05 5.61854e-05 5.47504e-05 7.19309e-05 6.7408e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.15109999999999998 0.085330000000000003 0.089635000000000006 0.11215000000000001 0.094485000000000013 0.085185000000000025
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=0.010052181576612099 -0.020682036993927365 0.014707562960800353 -0.019531196254569717 -0.019221949391203957 0.022125233527779124 -0.023726601203678671 0.024613404779436295 0.010788130389876449
leaf_weight=0.0016199612761276854 0.0010068561155209136 0.0012980390321847323 0.0016117839215634366 0.0013243293012504369 0.0010851686198292904 0.0010140164065703229 0.001061047573708623 0.0013453576688600296
leaf_count=515 538 264 307 1106 227 191 179 583
internal_value=0 -0.00185591 0.000312946 -0.00219787 0.00148761 -0.00296279 0.0022771 -0.00573736
internal_weight=0 0.0097466 0.00873974 0.0074417 0.00611737 0.00503221 0.00401819 0.00295714
internal_count=3910 3395 2857 2593 1487 1260 1069 890
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=9
num_cat=0
split_feature=49 3 16 4 12 3 52 2
split_gain=2.04291e-05 7.74317e-05 4.44822e-05 4.11509e-05 4.95274e-05 8.04288e-05 6.41367e-05 2.82063e-05
threshold=-0.029304999999999998 -0.08348499999999999 -0.45301499999999995 0.17888000000000001 0.080120000000000011 0.096385000000000012 0.083750000000000005 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -6 -4
right_child=2 -3 3 -5 6 -7 -8 -9
leaf_value=0.029232998304430137 -0.020146847916896304 -0.0045823803332048409 0.028283804324215303 0.017852771455669072 -0.028640757156419783 -0.016626285273672152 0.0029245534443294776 0.0056897030977051512
leaf_weight=0.001025360209832845 0.001243202097171236 0.0019940513602070111 0.0010238025839831963 0.0011303879214395029 0.001332379043247916 0.0011348069594612972 0.0012453751275418729 0.0012003319931778878
leaf_count=180 261 379 105 221 1438 142 984 200
internal_value=0 0.00690096 -0.00270331 0.000365259 -0.00296448 0.00503699 -0.0133908 0.0160901
internal_weight=0 0.00301941 0.00831029 0.00706708 0.0059367 0.00335894 0.00257775 0.00222413
internal_count=3910 559 3351 3090 2869 447 2422 305
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=8
num_cat=0
split_feature=52 1 0 160 3 2 16
split_gain=2.12322e-05 5.81808e-05 6.69362e-05 4.13219e-05 3.33752e-05 5.11517e-05 7.36052e-05
threshold=-0.048794999999999991 0.11257500000000001 -0.15007499999999999 -1.0000000180025095e-35 -0.13309499999999996 0.11339500000000001 -0.14118999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6
right_child=3 -3 -4 4 5 -7 -8
leaf_value=-0.02092074445978798 -0.019170620056885336 0.025812548768845624 0.010585705340644545 -0.013228188857430469 0.024981315038417322 -0.014920186787741905 -0.0037391325772552311
leaf_weight=0.0011011144906172071 0.0013398338643606485 0.0010615130843942759 0.0017396796776712935 0.0014110190037348027 0.0017179309682134694 0.0010632664549027112 0.0018567868731079128
leaf_count=92 924 231 867 144 234 235 1183
internal_value=0 0.00583756 -0.00162645 -0.00328081 0.000238724 0.00433578 0.0100633
internal_weight=0 0.00390231 0.00284079 0.00738884 0.006049 0.00463798 0.00357472
internal_count=3910 1190 959 2720 1796 1652 1417
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=9
num_cat=0
split_feature=150 151 1 52 0 13 15 2
split_gain=1.94171e-05 6.66502e-05 4.05798e-05 6.1721e-05 7.20736e-05 3.78193e-05 3.65296e-05 2.63661e-05
threshold=0.077110000000000012 -0.051109999999999996 0.12864500000000004 0.11588000000000002 -0.075584999999999986 -0.073799999999999991 -0.0071449999999999994 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.030541532299332826 0.023868460958903923 -0.0080893051034069442 0.013157789675775529 -0.028353425482557499 0.025245263676015286 0.0011476623997759758 0.0012552076380020489 -0.0080233837104254115
leaf_weight=0.0010763018332677556 0.0012694106562091932 0.0013430755082589627 0.0014044199815925517 0.0010095629432595368 0.0010555772143058528 0.0017004080939409761 0.001393569818013112 0.001005967554137488
leaf_count=648 326 197 280 528 142 614 1031 144
internal_value=0 0.00743902 -0.00239881 -0.00541591 -0.0017 0.0103773 -0.0112761 -0.0196628
internal_weight=0 0.00261249 0.00864581 0.00724139 0.00623182 0.00275599 0.00347584 0.00208227
internal_count=3910 523 3387 3107 2579 756 1823 792
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=10
num_cat=0
split_feature=1 0 4 1 3 12 2 16 0
split_gain=3.44703e-05 6.24707e-05 3.9725e-05 8.64888e-05 6.73624e-05 4.92865e-05 9.70959e-05 3.62857e-05 3.43225e-05
threshold=0.076710000000000014 0.16242500000000001 0.0057500000000000008 0.10080500000000002 -0.010319999999999998 0.10333000000000002 0.11542500000000001 0.064860000000000015 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -2 6 8 -1 -5
right_child=2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0001361968880405928 0.00020708651535931722 0.00025728237910315448 0.00066819266016170467 -5.84332223113953e-05 -0.00035078621177456789 0.0003839970335192429 0.00038308265106762817 -0.00059408524455738395 -0.00054909955723640355
leaf_weight=0.0017300294322288665 0.0014747213469701839 0.0010049482832024878 0.0010514796756700322 0.0010307782555836198 0.00190986622744465 0.0012079553443468394 0.0011528199347101945 0.0010812513702502082 0.0011705236533049112
leaf_count=1650 867 39 135 65 298 110 240 319 187
internal_value=0 -0.000162313 6.00726e-05 0.000161235 -0.000107712 4.43901e-05 -7.79162e-05 -0.000312306 -0.000319341
internal_weight=0 0.00381623 0.00899814 0.00561356 0.00338459 0.00456208 0.00335412 0.00281128 0.0022013
internal_count=3910 2008 1902 737 1165 602 492 1969 252
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=8
num_cat=0
split_feature=1 4 15 3 160 2 43
split_gain=2.02913e-05 4.91271e-05 3.06388e-05 5.87461e-05 8.57806e-05 0.000101504 8.63874e-05
threshold=0.076710000000000014 -0.084009999999999987 0.024640000000000006 0.11265500000000002 -0.026849999999999995 0.089910000000000004 -0.073139999999999983
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=0.0042267455503792496 0.036689899042238718 -0.020149535420150907 -0.012430287437308131 -0.0098891134204384633 0.013292354090900897 0.027252325542679191 -0.023471901539051022
leaf_weight=0.0018553772428448678 0.0010255471641160549 0.0014913162770621095 0.0011505442544197967 0.0018628231728772173 0.0011461333534815931 0.0012754075029251855 0.0014448934801975684
leaf_count=422 336 1586 544 270 216 328 208
internal_value=0 -0.00663554 0.00265418 0.00522351 0.0109783 0.00415841 -0.00720934
internal_weight=0 0.00334669 0.00790535 0.0067548 0.00489198 0.00386643 0.00259103
internal_count=3910 2008 1902 1358 1088 752 424
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=10
num_cat=0
split_feature=158 52 16 4 48 43 4 0 16
split_gain=0.000119886 0.00012856 0.000123479 0.000103424 9.24626e-05 7.65361e-05 6.31528e-05 6.23401e-05 0.000139963
threshold=0.084965000000000027 -0.27466499999999994 0.20277000000000003 0.0057500000000000008 0.086935000000000012 -0.00084499999999999994 0.080255000000000007 -0.11756999999999999 -0.49150499999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 8 -8
right_child=-2 2 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00062580678649098932 -0.00065553985693450178 -0.0003584934525309586 0.00061015675186497397 0.00054893068200577129 -0.00070715225985456273 0.00021633307159130144 0.00033643508868212631 0.00033833721011009531 -0.0006620776533662764
leaf_weight=0.0010025089872540043 0.0010032509255775103 0.00161744487099504 0.0016102085751258212 0.0015064478784017352 0.0010344557467159704 0.0019815401155626666 0.0011103980418453799 0.0018952001222410494 0.0010501486237907073
leaf_count=424 423 1327 143 202 315 549 130 318 79
internal_value=0 4.83172e-05 0.000105561 2.587e-05 -0.000190504 -4.20037e-05 0.000206115 7.87805e-05 -0.000148899
internal_weight=0 0.0128084 0.0118058 0.0101956 0.00463344 0.00359898 0.00556219 0.00405575 0.00216055
internal_count=3910 3487 3063 2920 2191 1876 729 527 209
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=11
num_cat=0
split_feature=484 39 39 42 15 3 0 151 16 15
split_gain=0.000116626 5.0976e-05 7.31624e-05 5.91584e-05 0.000100697 9.87484e-05 7.95877e-05 0.000120336 0.000100044 0.000132598
threshold=-1.0000000180025095e-35 0.092870000000000022 0.0042750000000000002 0.091955000000000023 1.0000000180025095e-35 -0.14218999999999996 -0.032484999999999993 -0.044604999999999992 -0.14118999999999995 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.00061529639829216378 0.00076584935450621299 -0.00033261786426872056 0.00059624137263383705 -0.00031848204823538485 -0.00029516154072299969 -0.00034145939547321799 -0.00028912809664147107 0.00094206398971949964 -0.00020313896925664801 0.00071544926582990632
leaf_weight=0.0010929464278464267 0.0010564366076930573 0.0011956095438844646 0.0010118775690652762 0.0014842167203088742 0.001903771396758549 0.0010399306782514928 0.0014225937527606175 0.0010000098190307526 0.0013566796686608588 0.0010892211216695872
leaf_count=627 180 230 208 552 976 265 128 164 361 219
internal_value=0 5.25027e-05 9.30187e-05 4.38343e-05 0.00010447 0.000213705 0.000114981 0.000243135 0.000419559 0.000205931
internal_weight=0 0.0125603 0.0113647 0.0103529 0.00886864 0.00696487 0.00590844 0.00448584 0.00344591 0.0024459
internal_count=3910 3283 3053 2845 2293 1317 1137 1009 744 580
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=11
num_cat=0
split_feature=484 42 484 43 16 16 51 42 3 4
split_gain=0.000256146 6.49422e-05 7.27879e-05 8.868e-05 0.000130897 0.000123456 0.000121761 0.000118161 0.000123682 7.89786e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.08764000000000001 -0.074254999999999988 0.15737500000000001 -0.03800499999999999 0.077145000000000005 0.086825000000000013 -0.077894999999999978 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 9 -3 -9 -5
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00093955479887395765 -0.00040966931573015864 0.00080528020857632712 -0.00037864766007038374 -0.00065156620594787455 -0.00059489613498570244 0.00063286735881050828 0.00039755773066034125 -0.00037585720965268324 0.00057897700674622299 -8.2698691014727044e-06
leaf_weight=0.0010584038893475629 0.0010323506080505669 0.0015755268489522291 0.0011009838545983598 0.0011592853203461571 0.0011066393722974207 0.0014760411376397581 0.0017739717333676809 0.0010601087164929909 0.0010267014733401887 0.0019989382048556138
leaf_count=612 215 514 348 791 268 272 227 225 187 251
internal_value=0 6.26644e-05 0.000102378 0.00014976 2.7835e-05 0.000135375 -1.35084e-05 0.000399943 9.3917e-05 -0.000244404
internal_weight=0 0.0133105 0.0122782 0.0111772 0.00751488 0.00640824 0.0049322 0.00366234 0.00208681 0.00315822
internal_count=3910 3298 3083 2735 1809 1541 1269 926 412 1042
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=8
num_cat=0
split_feature=11 16 3 1 15 3 0
split_gain=2.0259e-05 2.9826e-05 7.15006e-05 5.29357e-05 4.54682e-05 4.18671e-05 2.75809e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 0.082730000000000012 -0.040094999999999992
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=-0.01129690361479061 -0.012510269045691844 0.027316498902433029 -0.02246965667936714 0.018756486388269877 0.010842289928585434 -0.0021483047672646231 -0.011490774897583137
leaf_weight=0.0015790591259604034 0.0011796288897135783 0.0011119154699782445 0.0014202646555849939 0.0019230592537818423 0.0011869415576855787 0.0019091273772682917 0.0010353345403166861
leaf_count=394 279 117 1031 515 1232 241 101
internal_value=0 0.0013342 0.00365703 0.000137524 -0.00849421 0.00834209 0.000437555
internal_weight=0 0.0101657 0.00858664 0.00747473 0.00364254 0.00383219 0.00222228
internal_count=3910 3631 3237 3120 2364 756 1333
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=12
num_cat=0
split_feature=484 474 49 484 4 2 0 16 16 16 4
split_gain=0.000200763 5.47026e-05 5.69941e-05 6.93974e-05 7.11817e-05 0.000134263 0.000105331 0.000110799 8.88352e-05 7.21244e-05 5.99094e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.10960000000000002 1.0000000180025095e-35 0.27020000000000005 0.10113500000000002 -0.06402999999999999 0.26760500000000004 -0.083564999999999987 -0.074204999999999979 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 10 -7 -2
right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-0.00084516397978553971 0.00048833701250598435 0.00049368192988233958 0.00046912879289685296 -0.00050429518006982102 0.00043318237523147642 -0.00081882837723099098 0.00095026410290593262 3.2361631533793377e-05 -0.0004594258575651193 -0.00014083648406735931 -0.00016071596991171908
leaf_weight=0.0010024664611963203 0.0011369013387381528 0.0010558468345422825 0.0010244238220232871 0.0010091362673659817 0.0014706636748352186 0.0010056199671696765 0.0010105311075023077 0.0010118477029994466 0.0013767725413989665 0.0015076280588588379 0.001053315165407902
leaf_count=612 567 318 250 367 277 147 105 70 787 296 114
internal_value=0 6.63873e-05 2.75173e-05 -1.52326e-05 3.63203e-05 -3.57121e-05 0.000133539 0.000491014 -6.91391e-05 -0.00041212 0.000176196
internal_weight=0 0.0126627 0.0116068 0.0105824 0.00957328 0.00810262 0.00558937 0.00202238 0.00356699 0.00251325 0.00219022
internal_count=3910 3298 2980 2730 2363 2086 1643 175 1468 443 681
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=9
num_cat=0
split_feature=4 151 0 3 4 12 13 0
split_gain=2.31811e-05 3.02648e-05 5.48728e-05 5.17601e-05 4.26236e-05 4.69546e-05 2.91712e-05 3.40865e-06
threshold=0.28937500000000005 -0.024429999999999997 -0.15713499999999997 0.13772500000000001 0.097045000000000006 0.080120000000000011 -0.071149999999999977 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -2
right_child=7 2 3 -5 -6 6 -8 -9
leaf_value=0.0096470292866626898 0.013707173315630065 -0.024717625586524839 0.010526084336235142 0.018195555165413015 -0.022213105369895569 -0.022761573256166932 0.00064362057415908629 0.005497060530916191
leaf_weight=0.0017527824714284905 0.0010140083243717181 0.0011831237878383513 0.0019672158069854576 0.0011252242990865968 0.0011757871757553636 0.0010507662407138979 0.0010796780678514282 0.001008762366240366
leaf_count=558 130 141 300 92 209 953 1231 296
internal_value=0 -0.00219547 -0.00493325 -0.00127509 -0.00542965 -0.000613792 -0.0109002 0.00961276
internal_weight=0 0.00933458 0.0075818 0.00639867 0.00527345 0.00409766 0.00213044 0.00202277
internal_count=3910 3484 2926 2785 2693 2484 2184 426
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 12 151 1 2 0 13
split_gain=0.000182598 7.71121e-05 0.000105972 9.57065e-05 0.000121176 6.10148e-05 9.04179e-05 0.00014803 7.85901e-05 7.58077e-05 6.34523e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085875000000000021 0.11655500000000001 -0.0008699999999999999 0.10113500000000002 0.10113500000000002 -0.069794999999999982 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 9 -8 -9
right_child=1 2 5 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00080591831660067426 -0.00046733482356872333 0.00053174600631505909 -0.00040743801717482481 0.00079050493964696433 -0.00038001791456201831 -0.0004516098884785762 -0.00020686799128113303 0.00023059816157798411 -0.0005113979023112507 0.00046280784310433285 0.00089361764252019393
leaf_weight=0.0010308598302838619 0.0010184290730071476 0.0012734565538485929 0.0014098315228470602 0.0013438118936327835 0.0010008836276942379 0.0011186291024446789 0.0014269093762318851 0.0011673451974696077 0.0011792364300668092 0.0011934707069394153 0.0010578471516429497
leaf_count=612 379 218 266 280 116 103 1313 243 189 100 91
internal_value=0 5.09594e-05 9.4327e-05 0.000375631 0.0001305 -2.46687e-05 3.95697e-05 0.000144171 -9.10337e-05 9.81406e-05 0.000545795
internal_weight=0 0.0131899 0.0121714 0.00361815 0.00227434 0.00855327 0.00743464 0.00602481 0.00379962 0.00262038 0.00222519
internal_count=3910 3298 2919 614 334 2305 2202 1936 1602 1413 334
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=12
num_cat=0
split_feature=484 42 160 43 15 16 16 3 48 2 15
split_gain=0.000211027 7.43021e-05 7.6219e-05 5.82792e-05 7.0641e-05 9.93935e-05 0.000109648 6.10609e-05 9.15062e-05 5.76325e-05 2.4345e-05
threshold=-0.0043499999999999988 -0.10770999999999999 0.091575000000000017 -0.18906999999999999 -0.052074999999999989 0.15737500000000001 -0.013279999999999998 0.11818000000000002 0.085875000000000021 0.093070000000000014 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 9 8 10 -6 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00086318015374742426 -0.00045065565762730662 0.00057370308435369748 -0.00037815515625409926 0.00045103810767506528 0.00015020071193046824 -0.00057623730248615207 0.00050551475424612832 -0.00010359555826413011 1.7022987017919155e-05 -0.00048266206140283461 0.00086502848458353584
leaf_weight=0.0010354756147721049 0.0010236922377848184 0.0011225558867116606 0.0011598242786283472 0.0011380514888486594 0.0010423522526019158 0.0011283480089352106 0.0014638103143894852 0.001269221921549421 0.0014689856665975366 0.0011789820168365368 0.0010499805382007358
leaf_count=612 215 142 197 234 866 250 365 157 328 250 294
internal_value=0 5.64526e-05 9.96333e-05 0.000150649 0.00010189 -6.7042e-05 8.88676e-05 0.000266956 0.000395561 -0.000185694 0.000649701
internal_weight=0 0.0130458 0.0120221 0.0108623 0.00973973 0.00481349 0.00368514 0.00492624 0.00365702 0.00222133 0.00218803
internal_count=3910 3298 3083 2886 2744 1731 1481 1013 856 1116 528
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=8
num_cat=0
split_feature=4 2 3 3 4 4 2
split_gain=2.25505e-05 5.20591e-05 7.07686e-05 9.6055e-05 3.65429e-05 4.96193e-05 4.04774e-05
threshold=0.0057500000000000008 0.10910500000000002 -0.013944999999999997 -0.084129999999999996 0.055260000000000011 0.17888000000000001 0.10869000000000002
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=-0.014497280467493554 0.019497291702599891 0.013765844672393189 -0.023858603737763443 0.02528504614362391 -0.017521822016655586 0.017340215775923661 -0.0047729136980723674
leaf_weight=0.0015088766989044711 0.0012434885465117795 0.0012185570458221207 0.0019498524002136792 0.0010153437367394185 0.0011759123479459037 0.0016717343068209621 0.0016396780626231132
leaf_count=1092 221 317 274 1110 301 281 314
internal_value=0 -0.00455815 -0.00954887 0.00150478 0.00432796 0.000124365 0.00639068
internal_weight=0 0.00569263 0.00447407 0.00252422 0.00573081 0.00448732 0.00331141
internal_count=3910 2793 2476 2202 1117 896 595
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=10
num_cat=0
split_feature=484 13 484 42 43 3 42 15 0
split_gain=8.46531e-05 4.30193e-05 5.65775e-05 8.25125e-05 8.31411e-05 8.91834e-05 8.06773e-05 6.41395e-05 0.000118017
threshold=-1.0000000180025095e-35 -0.42334499999999992 0.08764000000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 -0.18901999999999997
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 6 -7 -8 -9 -10
leaf_value=-0.00054478500808771962 -0.00032250626678575518 -0.00026839497300486741 -0.00037275275799996603 0.0001673490478595748 -3.0267947530329457e-05 0.0008679344739058216 -0.00043096755381740977 -0.00012167060522842332 0.00078640289010554738
leaf_weight=0.0010581522206246355 0.0011830663961370997 0.0017839276763411379 0.0010066421308003838 0.0016278899402107647 0.0014271315385936401 0.0012237421529674173 0.0010584020328672601 0.0017531091169171271 0.0013000533001327058
leaf_count=627 121 953 332 365 106 312 716 235 143
internal_value=0 3.30567e-05 7.06793e-05 0.000114553 0.000195974 0.000467996 5.59212e-05 0.000170941 0.00035904
internal_weight=0 0.012364 0.0111809 0.0101743 0.00839033 0.00285163 0.0055387 0.00448029 0.00272718
internal_count=3910 3283 3162 2830 1877 677 1200 484 249
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=9
num_cat=0
split_feature=11 43 2 42 52 16 1 3
split_gain=2.18194e-05 3.27974e-05 7.10505e-05 4.53258e-05 3.35161e-05 5.60357e-05 7.68993e-05 8.52178e-05
threshold=0.079700000000000007 -0.053009999999999995 0.093815000000000009 0.085195000000000007 0.10701500000000001 0.050115000000000007 0.11215000000000001 0.090325000000000003
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=-0.015419279846322787 -0.014192911743270784 -0.0069281555649187412 0.027107901139555177 0.011654181132824605 0.012561200731026251 -0.026007095041565849 -0.023974500808014505 0.026101206420447193
leaf_weight=0.0011966768977771836 0.0010021507494403547 0.0018921893424564276 0.0013470882669558201 0.0012796374800477912 0.0011423132536905753 0.0011388708740870971 0.0010942867374108432 0.0013303385128944356
leaf_count=642 254 1078 542 533 312 258 181 110
internal_value=0 0.0012558 0.00862529 -0.00142905 -0.00301467 -0.00627596 -0.00107045 0.00670717
internal_weight=0 0.0104214 0.0038234 0.00247631 0.006598 0.00545569 0.00431681 0.00322253
internal_count=3910 3656 1717 1175 1939 1627 1369 1188
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=10
num_cat=0
split_feature=484 15 12 1 42 15 3 52 16
split_gain=8.12547e-05 4.81858e-05 5.21336e-05 6.51429e-05 9.39825e-05 9.29162e-05 0.000125884 6.74954e-05 4.64719e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.036459999999999992 0.12864500000000004 0.091955000000000023 1.0000000180025095e-35 -0.10628499999999998 -0.081429999999999989 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9
right_child=1 2 3 -5 -6 -7 7 8 -10
leaf_value=-0.00053729804408115937 0.00039870586476679719 -0.00031344303481461696 0.0007289571611511905 0.00047476724459117638 -0.00053747413826994337 -0.00032503048315087242 0.00044945986440577659 -0.00045555791174348999 6.3032976786648123e-05
leaf_weight=0.0010270086628800202 0.0012685314642660239 0.0017671970737462303 0.0013155880543905107 0.0012275080010366911 0.001118720867204011 0.0016862860858810631 0.001062098776751258 0.0010576812942615882 0.0017864923851693896
leaf_count=627 278 311 199 97 529 951 332 242 344
internal_value=0 3.68108e-05 -4.84159e-06 5.40883e-05 -1.0244e-05 7.51369e-05 0.000204362 2.76846e-05 -0.000129819
internal_weight=0 0.0122901 0.0110216 0.00925438 0.00802687 0.00690815 0.00522186 0.00390627 0.00284417
internal_count=3910 3283 3005 2694 2597 2068 1117 918 586
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 52 12 4 2
split_gain=2.19799e-05 4.80997e-05 7.07596e-05 7.02289e-05 7.3064e-05 6.61152e-05 5.55151e-05 6.81635e-05 2.85072e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.095295000000000019 -0.060264999999999992 0.10045500000000002
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=-0.01914830719463078 -0.013832921227545336 -0.018274011001334699 0.034991370144567387 -0.015767032049670077 -0.013996803738395 0.038425744440501342 -0.006632716049961883 -0.0049565793572763327 0.018231173031362114
leaf_weight=0.0011840014766546529 0.001056651548060482 0.0011189577840692742 0.0013033878701984884 0.0011569881304309493 0.0010098127659832392 0.0010058667676526062 0.0014598040041460089 0.0010440318301573096 0.001077277825508437
leaf_count=346 715 729 252 243 365 580 269 261 150
internal_value=0 0.00130745 0.00367845 0.00703285 0.0108558 0.0151164 0.00946896 0.0169854 0.006819
internal_weight=0 0.0103601 0.00924117 0.00805717 0.00690018 0.00589037 0.00458698 0.00312718 0.00212131
internal_count=3910 3195 2466 2120 1877 1512 1260 991 411
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=10
num_cat=0
split_feature=484 159 47 12 1 52 150 12 52
split_gain=8.4834e-05 5.02527e-05 5.67788e-05 5.6838e-05 9.19198e-05 6.88429e-05 6.99224e-05 8.43782e-05 5.66999e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10561500000000001 0.10058500000000002 0.11215000000000001 -0.088354999999999989 0.082590000000000011 0.088325000000000015 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00053615727172057919 -0.00034713527421714431 0.00038106812052981603 0.0003064911849924222 -0.00042045492428520838 -0.00045903813209623119 0.00011215293827783711 0.00058572364632044716 0.00051743192090703037 -0.00047840567470278534
leaf_weight=0.001059456457581179 0.0010716466741137335 0.0014792176285592694 0.0018681190849803757 0.001479420751339668 0.0013666500200298299 0.0015065184134563803 0.0013297688424334054 0.0010926556695185145 0.0010682775435217162
leaf_count=627 368 394 195 379 234 313 274 697 429
internal_value=0 4.21624e-05 -4.32866e-06 -6.94607e-05 3.75437e-07 0.000103831 0.00020054 6.08775e-05 -0.000132869
internal_weight=0 0.0122623 0.0107831 0.00891494 0.00743552 0.00606887 0.00499722 0.00366745 0.0025748
internal_count=3910 3283 2889 2694 2315 2081 1713 1439 742
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=12
num_cat=0
split_feature=14 484 157 42 47 42 43 3 0 457 3
split_gain=0.000204872 0.000150319 0.000149715 0.000134147 0.000155716 0.000125678 0.000118928 0.000116549 0.000158185 7.07966e-05 0.000121325
threshold=0.064610000000000015 -0.0043499999999999988 -0.072409999999999988 0.10138000000000001 0.10783500000000001 -1.0000000180025095e-35 -0.083684999999999996 -0.11266 -0.067584999999999992 0.041935000000000007 0.090325000000000003
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 -9
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00064302365665227742 -0.00086904199719005631 0.0007469004537228335 -0.00057949795022341276 -0.00062091561262183302 0.00062552398743275298 0.00058968197880197436 0.00057230925026164822 0.00030692918864255026 -0.00068231606392289864 0.00050139875904575942 -0.00043651055614668413
leaf_weight=0.0011297131587969548 0.001006344231877467 0.001254130681777133 0.0012524253379193771 0.00109004210361656 0.0018174518218764665 0.0014860409302862223 0.0010767292610554058 0.0016156549458532284 0.0014874265746923823 0.0010500983956824861 0.0017669338328612063
leaf_count=583 138 389 868 382 158 259 124 594 180 102 133
internal_value=0 4.48057e-05 0.000100721 3.66217e-05 9.86625e-05 3.04575e-07 8.59075e-05 -2.10879e-05 -0.000129013 5.66529e-05 -8.1415e-05
internal_weight=0 0.0150266 0.0138969 0.0126428 0.0115528 0.00973531 0.00848288 0.00699684 0.00592011 0.00443269 0.00338259
internal_count=3910 3772 3189 2800 2418 2260 1392 1133 1009 829 727
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=13
num_cat=0
split_feature=484 42 43 16 474 160 51 4 13 15 49 12
split_gain=0.000139036 0.000104571 0.000118943 0.000110669 0.000130543 0.000173932 0.00012516 8.71681e-05 0.000150142 0.000141463 6.3437e-05 4.38913e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 0.15737500000000001 0.084655000000000022 -0.077139999999999986 0.090935000000000016 -0.078094999999999984 -0.090744999999999978 -0.040439999999999997 -0.029304999999999998 0.096990000000000007
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 10 -10 -5
right_child=1 2 3 11 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0006917844920348897 -0.00055844011310167462 0.00066021330800480036 -0.00073216370282503111 -0.00066092123513231734 0.0007762450510367439 0.00045333438782703487 0.00075741741178669462 0.00038605400631669336 0.0002583317326214231 -0.00092765000438773488 -0.00039398006805171286 -9.3983279075214596e-05
leaf_weight=0.0010896241960425381 0.0010542183882564444 0.0012439204158981891 0.001007933999526033 0.0010790079387135955 0.0010162101365455206 0.0014672362518143673 0.0010667190809656038 0.0016925103028681962 0.0011814571249396703 0.0010478443344247748 0.0011132906477220544 0.0010225475292212956
leaf_count=612 215 151 478 320 225 607 147 222 125 367 299 142
internal_value=0 3.53901e-05 8.37742e-05 2.24609e-05 0.000111737 3.30056e-05 0.000134899 3.27743e-05 -8.97775e-05 -0.000330713 -5.81356e-05 -0.000385068
internal_weight=0 0.0139929 0.0129387 0.0116948 0.0095932 0.00857699 0.00756906 0.00650234 0.0050351 0.00334259 0.00229475 0.00210156
internal_count=3910 3298 3083 2932 2470 2245 1767 1620 1013 791 424 462
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=9
num_cat=0
split_feature=4 2 2 3 4 15 0 2
split_gain=2.29826e-05 4.72223e-05 6.42703e-05 5.72403e-05 3.0367e-05 4.785e-05 0.000101346 2.36389e-05
threshold=0.0057500000000000008 0.10910500000000002 0.087005000000000013 -0.013944999999999997 0.055260000000000011 -0.14487999999999998 -0.11756999999999999 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -2 -6 -7 -1
right_child=4 -3 3 -5 5 6 -8 -9
leaf_value=-0.0069794973023708769 0.018118456093385072 0.012740201879433744 -0.0057569783804151502 -0.036189432354012084 0.013360337122851266 -0.032693720611180858 0.0069429199880690273 0.014640606062660098
leaf_weight=0.0010064671037828517 0.001252711304180738 0.0012335373760694705 0.0013082214988560791 0.0011715361160813014 0.0017734028557672846 0.001021996589417365 0.0017491149647888712 0.0010164690649614805
leaf_count=673 221 317 980 166 366 154 376 657
internal_value=0 -0.00459466 -0.00934364 -0.0201345 0.00433337 0.000533468 -0.00767523 0.003884
internal_weight=0 0.00573623 0.00450269 0.00247976 0.00579723 0.00454451 0.00277111 0.00202294
internal_count=3910 2793 2476 1146 1117 896 530 1330
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=8
num_cat=0
split_feature=147 11 3 2 2 2 3
split_gain=2.17002e-05 5.54833e-05 5.49978e-05 5.65559e-05 7.23352e-05 4.86579e-05 8.81702e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 0.113945 0.097940000000000013 0.084065000000000015 -1.0000000180025095e-35
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=0.021488643523319841 0.013954582847455529 -0.022856874796209233 -0.010712738665774255 -0.018930690692264943 0.019254142763886997 -0.016446731600642021 0.024406134441695225
leaf_weight=0.0011526034514802207 0.0010027795653004953 0.001084853816035799 0.0017114159429348771 0.0015669759724209484 0.0018091944387803559 0.0019403696782134021 0.0012277462604391857
leaf_count=144 191 269 897 472 405 1404 128
internal_value=0 -0.00144285 0.00102636 -0.00183044 0.00217565 -0.00415658 0.00395711
internal_weight=0 0.0104932 0.00940831 0.0082557 0.00668873 0.00487953 0.00293916
internal_count=3910 3719 3450 3306 2834 2429 1025
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=11
num_cat=0
split_feature=484 15 15 15 52 0 159 49 2 12
split_gain=8.51981e-05 5.03942e-05 4.65174e-05 5.66585e-05 0.000119419 0.000126859 7.73022e-05 6.43347e-05 4.75516e-05 6.19692e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.03231499999999999 -0.089799999999999977 -0.11756999999999999 0.078065000000000009 -0.006494999999999999 0.10113500000000002 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -5 9 -9
right_child=1 2 3 6 5 -7 -8 8 -10 -11
leaf_value=-0.00054445405104274814 0.00040702494580357855 -0.00036402544628957455 -0.00034892160276289453 -0.00055721797521311506 3.8104704413418221e-07 0.00082824444692250129 0.00041567540738838134 0.0004662925969847561 -0.00034076442173922592 -0.00018764252295542762
leaf_weight=0.0010393124334116882 0.0012889125193833702 0.0012185597377978212 0.0010216536141581366 0.0012898867793444688 0.0013638719382369285 0.0014881301251481328 0.0010040003971002916 0.001078985333596497 0.0013211271292300607 0.0011519713393358874
leaf_count=627 278 257 307 209 166 407 203 80 227 1149
internal_value=0 4.0318e-05 -2.8933e-06 4.23822e-05 0.000226292 0.000432347 -7.94802e-05 -0.000182153 -4.5953e-05 0.000128628
internal_weight=0 0.0122271 0.0109382 0.00971963 0.00387366 0.002852 0.00584597 0.00484197 0.00355208 0.00223096
internal_count=3910 3283 3005 2748 880 573 1868 1665 1456 1229
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=9
num_cat=0
split_feature=484 15 16 42 15 12 16 1
split_gain=8.03539e-05 4.14134e-05 4.12954e-05 4.99376e-05 7.76434e-05 0.000107143 8.71013e-05 0.000147038
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.3935300000000001 0.093230000000000021 1.0000000180025095e-35 -0.0089849999999999982 -0.014099999999999998 0.095575000000000007
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=-0.00053558508315778685 0.00037156170446691776 -0.00026582638980941 -0.00032772798038863311 -0.00035220126482404644 -0.00025936038106727808 -0.00037229886350628451 0.00065068894605406979 0.00049459225068216662
leaf_weight=0.0010338325973227513 0.0012521906262957351 0.0015105463148829467 0.0013369325135988942 0.001102654845537422 0.0018837634402324001 0.0013169775229170634 0.0019748952562521184 0.0017542589094916849
leaf_count=627 278 261 310 488 989 334 433 190
internal_value=0 3.38783e-05 -4.98594e-06 4.02284e-05 9.14952e-05 0.000192298 0.000329436 0.00012286
internal_weight=0 0.0121322 0.01088 0.0095431 0.00844044 0.00655668 0.00504613 0.00307124
internal_count=3910 3283 3005 2695 2207 1218 957 524
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=10
num_cat=0
split_feature=1 0 2 16 157 15 151 4 51
split_gain=2.37886e-05 4.67882e-05 4.17208e-05 3.64666e-05 0.000113826 8.61679e-05 6.19978e-05 7.1371e-05 6.8177e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 -0.055679999999999993 -0.062769999999999979 -0.055679999999999993 -0.0088999999999999982 0.27223000000000003 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -2 8 -8
right_child=3 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.024303650799381842 -0.010074952473080094 0.014294752035421108 -0.012406067640033587 0.02320272543605385 -0.038513799523563701 -0.00052662702997936404 -0.010698015758462465 0.03730267676393955 0.023779087168731644
leaf_weight=0.0010805704351142982 0.0012793054759145349 0.0011624630403593342 0.0011784412467306707 0.0010173363614710586 0.0010350509943851437 0.0014113705284609802 0.0011910690725553666 0.0010570525740330539 0.0011062862587907863
leaf_count=1642 203 105 261 266 252 392 374 246 169
internal_value=0 -0.00709183 0.000853217 0.00285328 -0.00490855 -0.0165985 0.00865534 0.0157987 0.00590436
internal_weight=0 0.00342147 0.0023409 0.00809747 0.00346376 0.00244642 0.00463371 0.00335441 0.00229736
internal_count=3910 2008 366 1902 910 644 992 789 543
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=8
num_cat=0
split_feature=49 15 42 15 52 1 3
split_gain=2.29802e-05 6.83877e-05 5.12595e-05 4.01037e-05 4.56502e-05 6.28802e-05 5.22987e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 -0.19153499999999998 -0.08799499999999999 0.095575000000000007 0.086245000000000016
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=0.023002544653391129 -0.014552100752624714 -0.0069382371657794838 -0.021526925700193763 -0.013633861748064139 -0.010139324811238228 0.024463279483866604 0.017403120662866398
leaf_weight=0.001457603440959685 0.0014249894492950749 0.0016005670183040356 0.0012441261474155424 0.0011491071824080634 0.0018748225507860539 0.0016250557023094695 0.0010903880682711295
leaf_count=228 301 331 756 558 1465 215 56
internal_value=0 0.00733232 -0.00279059 0.000463063 0.00419107 0.00865329 -1.12234e-05
internal_weight=0 0.00305817 0.00840849 0.00716436 0.00573937 0.00459027 0.00296521
internal_count=3910 559 3351 2595 2294 1736 1521
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=12
num_cat=0
split_feature=484 42 43 15 4 12 42 3 16 13 1
split_gain=0.000157626 7.31343e-05 0.000114632 6.67327e-05 6.89399e-05 0.000129515 8.78688e-05 0.000163821 7.29551e-05 0.000102746 6.36836e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.26361999999999991 -0.00072999999999999985 -1.0000000180025095e-35 0.078965000000000021 0.092005000000000017 -0.094359999999999986 -0.086544999999999997 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 10 9 -7 -5
right_child=1 2 3 4 5 8 -8 -9 -10 -11 -12
leaf_value=-0.00075612058794554988 -0.00045116706957470091 0.00066764381230597963 0.0004531051915282423 0.00031253301553080492 -0.000821985652222938 0.00016627132086366572 -0.00027286045517607005 -0.00019409850432669558 0.00028904729017631696 -0.00071041225934273739 0.0010047759118945096
leaf_weight=0.0010077861048250541 0.00103703055326971 0.0011960193713485079 0.0012568834802802716 0.0010171230588143332 0.0010057387732802028 0.0010309650090733909 0.0014550637779670189 0.0014932858604718366 0.0015848584102608997 0.0010249326686047528 0.0010266835165242422
leaf_count=612 215 151 255 450 145 125 977 156 271 218 335
internal_value=0 4.85528e-05 9.14113e-05 2.81573e-05 -2.7256e-05 -0.000199141 0.000132728 0.000299576 -2.70839e-05 -0.000270784 0.000660274
internal_weight=0 0.0131286 0.0120916 0.0108955 0.00963865 0.00464649 0.00499216 0.00353709 0.00364076 0.0020559 0.00204381
internal_count=3910 3298 3083 2932 2677 759 1918 941 614 343 785
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=8
num_cat=0
split_feature=4 1 12 4 1 43 43
split_gain=2.38248e-05 4.53203e-05 3.38216e-05 4.65488e-05 5.12349e-05 5.92918e-05 4.9583e-05
threshold=0.24280000000000004 0.11235500000000002 0.098845000000000016 0.055260000000000011 0.095575000000000007 0.0033500000000000005 -0.078454999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0037537082386616379 -0.0048970876288322229 0.019748516886535387 -0.018567381504058674 -0.01887709040414514 0.016501472775444597 0.018136770361422933 -0.021147220836118807
leaf_weight=0.0014827097581061543 0.0014718562881282651 0.0015132317930157252 0.0011712239100360603 0.0011354442799697811 0.0019625055450327921 0.0010061051233667176 0.0017358088726536916
leaf_count=795 206 343 506 257 455 369 979
internal_value=0 0.00759652 -0.00278916 -0.000265484 0.00315006 -0.0030522 -0.00967584
internal_weight=0 0.00298509 0.0084938 0.00732257 0.00618713 0.00422462 0.00321852
internal_count=3910 549 3361 2855 2598 2143 1774
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=9
num_cat=0
split_feature=4 16 48 43 150 52 16 1
split_gain=2.1469e-05 4.32178e-05 7.32793e-05 4.56803e-05 3.73338e-05 6.14806e-05 3.9647e-05 5.08563e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 -0.00084499999999999994 0.11456000000000001 -0.060039999999999989 -0.114825 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -7
right_child=4 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.016295712134709792 0.027353942537421818 0.011602415926974367 -0.030503083316024533 0.0081072356696604668 -0.013313498174816496 -0.0086802384351426579 -0.014777825468743323 0.020491174816812875
leaf_weight=0.001253588444714483 0.0012138252566423588 0.0012995956654293876 0.0011776091513999208 0.0019765845969816898 0.0010007861403909376 0.0010285659562974416 0.0010725014179937052 0.001426411525853131
leaf_count=1465 243 364 398 566 114 253 227 280
internal_value=0 -0.00442335 -0.00914841 -0.00136323 0.00423719 0.00794176 0.00126192 0.00826918
internal_weight=0 0.00570738 0.00440778 0.00323017 0.00574209 0.0047413 0.00352748 0.00245498
internal_count=3910 2793 2429 2031 1117 1003 760 533
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=11
num_cat=0
split_feature=484 52 52 15 0 150 0 2 2 12
split_gain=7.4879e-05 6.35371e-05 9.26088e-05 8.61404e-05 8.75993e-05 0.000113427 5.40446e-05 0.000130888 0.000114981 5.18898e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.10943499999999999 0.081245000000000026 -0.11287999999999999 0.087995000000000004 0.10113500000000002 0.090965000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 -9 -6
right_child=1 2 3 6 9 -7 7 8 -10 -11
leaf_value=-0.00049966258645366146 -0.00042314796603814316 0.00056457353416834006 -0.00030549233534861355 0.00019647452247550411 0.00077514681251740676 0.00044908767562585933 -0.00085407479683863351 0.00043214312941604858 -0.00040425319906565299 0.00016897002323874803
leaf_weight=0.0010639291162929864 0.0010368961162670375 0.0013582172246694507 0.0019900981697723846 0.0011727708818589926 0.0011675442447559112 0.0012450480315505386 0.0010975522062853186 0.0011061779993021448 0.0014739112069850711 0.0010148562507514445
leaf_count=627 379 279 250 125 424 137 910 371 164 244
internal_value=0 4.19289e-05 8.34075e-05 1.97601e-05 0.000189694 -1.50917e-05 -0.000170043 -0.000286922 -4.56597e-05 0.000493263
internal_weight=0 0.0126631 0.0116262 0.010268 0.00541755 0.00323515 0.00485041 0.00367764 0.00258009 0.0021824
internal_count=3910 3283 2904 2625 1055 387 1570 1445 535 668
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=10
num_cat=0
split_feature=49 3 42 15 16 47 4 3 48
split_gain=2.37584e-05 6.53559e-05 4.41883e-05 3.97471e-05 9.73449e-05 6.82941e-05 5.38871e-05 5.16133e-05 2.05584e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 -0.038029999999999987 -0.055679999999999993 0.09023500000000001 -0.06272999999999998 0.045635000000000002 0.087645000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -5 -3
right_child=2 8 -4 6 -6 -7 -8 -9 -10
leaf_value=0.027986660770721435 -0.013520086606470548 -0.013097987775275453 -0.020180718969827406 0.010160886673809138 -0.032462758268430932 0.022076529454610198 0.023578665159798694 -0.018543165931422547 0.0070760814561902155
leaf_weight=0.0010301682462461252 0.0010767357355632658 0.0010054660049396598 0.0012476929353430677 0.0015684746709857316 0.0010818076175043928 0.0010791526810060279 0.0013055244356319062 0.001042997748221447 0.0010150961724824186
leaf_count=180 408 216 756 1030 479 155 399 124 163
internal_value=0 0.00748814 -0.00281495 0.000213435 -0.00798471 0.00429817 0.00698983 -0.00130324 -0.00296288
internal_weight=0 0.00305073 0.00840239 0.00715469 0.0032377 0.00215589 0.003917 0.00261147 0.00202056
internal_count=3910 559 3351 2595 1042 563 1553 1154 379
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=12
num_cat=0
split_feature=484 42 43 15 49 47 48 0 16 16 15
split_gain=0.000168861 6.12367e-05 0.00010065 7.97017e-05 0.000103244 8.22968e-05 0.000128975 9.13309e-05 8.12714e-05 0.000108861 6.0074e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.03231499999999999 -0.006494999999999999 0.086425000000000016 0.085875000000000021 -0.10462499999999998 0.15737500000000001 -0.035699999999999989 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 10 -7 9 -6 -4
right_child=1 2 3 4 8 7 -8 -9 -10 -11 -12
leaf_value=-0.00076632025318489755 -0.00040968979475960126 0.00062948649461925848 0.00034184266406832824 -0.00063672473012306126 -0.00019187650858295605 -0.00049936888631601963 -3.3542175084963656e-05 0.00030005326232476786 -0.00042132299040536668 0.00060899748677192345 0.0010049416506440608
leaf_weight=0.001064777545193219 0.0010503543458398072 0.0011746516736432623 0.0010363231571483163 0.0012821187459132943 0.0013345573567660083 0.0011784797506235178 0.0018347891922764386 0.0010293748651092173 0.0011745255940641339 0.0012768553856288174 0.0010651860986991429
leaf_count=612 215 151 173 239 932 97 303 234 166 329 459
internal_value=0 4.48728e-05 8.34178e-05 2.62087e-05 -0.000155815 0.000176353 0.000346307 -0.000126652 7.04631e-06 0.000199712 0.000677946
internal_weight=0 0.0134372 0.0123869 0.0112122 0.00506806 0.00614415 0.0039363 0.00220785 0.00378594 0.00261141 0.00210151
internal_count=3910 3298 3083 2932 1666 1266 935 331 1427 1261 632
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=12
num_cat=0
split_feature=484 42 43 15 159 43 0 3 2 48 1
split_gain=0.000133061 9.73336e-05 0.000126952 7.11501e-05 7.31892e-05 7.21458e-05 0.000186453 4.46662e-05 0.000116016 6.68086e-05 0.000101908
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.03231499999999999 0.073745000000000019 0.088185000000000013 -0.083564999999999987 0.11818000000000002 0.099015000000000006 0.085875000000000021 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 8 9 10 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00069126264154837876 -0.00054205585189216201 0.00069799681960666302 0.00073320177730891477 -5.7857226140294713e-06 0.00031914684439091756 0.00010707351395333231 -0.0010642996201670428 -0.00011751459759505778 0.00077920399431758575 -0.00029565985809088826 -0.00015142472273977126
leaf_weight=0.0010228891416823602 0.0010091605433581773 0.0011967881215520114 0.001000689677091318 0.0014952149817158002 0.0010178350513157294 0.0012962521603487598 0.0011182991273169644 0.0015499321296224182 0.001236398433301136 0.0011921983516445041 0.0010019732211555695
leaf_count=612 215 151 281 510 188 143 825 188 410 248 139
internal_value=0 4.29955e-05 9.17673e-05 2.52588e-05 -0.000149205 -0.000271132 -0.000458714 0.000168991 0.000269202 7.18337e-05 0.000290605
internal_weight=0 0.0131147 0.0121056 0.0109088 0.0049276 0.00390977 0.00261351 0.00598119 0.00443126 0.00319486 0.00200266
internal_count=3910 3298 3083 2932 1666 1478 1335 1266 1078 668 420
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=11
num_cat=0
split_feature=158 50 52 16 42 47 48 1 2 2
split_gain=8.75974e-05 8.99973e-05 8.24557e-05 0.000128024 0.000107655 0.000108951 0.000116436 0.000119263 0.000108407 0.000201492
threshold=0.084965000000000027 0.086465000000000014 -0.27466499999999994 0.22945500000000005 -1.0000000180025095e-35 0.084155000000000021 0.091875000000000012 0.11235500000000002 0.10113500000000002 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00044958735889957319 -0.00056920811452410936 -0.00049316053959391239 -0.00054880005769871365 0.00068132547693321719 -3.243785132664701e-05 -0.00032849220467924463 -0.0003538399406585948 0.00095688142316750118 -0.00024409130849064982 0.00094325203546887816
leaf_weight=0.0010202825162144704 0.0010000901489375545 0.0011407236711543081 0.001026267455000735 0.0014246714607373872 0.0018003450812511925 0.0016471030185649027 0.0010883874118348402 0.0010109050933457256 0.0013934512729049261 0.0014849542440714641
leaf_count=377 423 692 680 134 466 183 132 200 186 437
internal_value=0 3.29431e-05 8.33903e-05 0.000133389 5.07948e-05 0.000123831 0.000233749 0.00034615 0.000214193 0.000408574
internal_weight=0 0.0130371 0.0118964 0.0108761 0.00945141 0.00842515 0.00677804 0.00568966 0.00467875 0.0032853
internal_count=3910 3487 2795 2418 2284 1604 1421 1289 1089 903
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=8
num_cat=0
split_feature=42 40 4 47 160 48 0
split_gain=2.37515e-05 4.79558e-05 5.17828e-05 8.77822e-05 5.2416e-05 7.07169e-05 8.08662e-05
threshold=-1.0000000180025095e-35 -0.0068699999999999985 -0.23071499999999998 0.09252500000000001 -1.0000000180025095e-35 0.087235000000000021 -0.083564999999999987
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=-0.011388565660236622 0.020574660945050633 -0.018096745632205091 -0.0090803953687762212 -0.023359364035680123 0.033184738127883015 -0.0064356142781511862 0.001268998763306938
leaf_weight=0.0016028816945325994 0.0011888140723654026 0.0014493597116905736 0.0014959243772788349 0.0011058578578147498 0.0019797685309620766 0.0013990370161218353 0.001325345427486507
leaf_count=1060 334 257 772 262 519 171 535
internal_value=0 0.0017288 -0.00083014 0.00259523 0.00722454 0.0124095 0.0203866
internal_weight=0 0.00994411 0.00875529 0.00730593 0.00620008 0.00470415 0.00330511
internal_count=3910 2850 2516 2259 1997 1225 1054
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=12
num_cat=0
split_feature=484 42 43 15 42 4 3 43 4 3 15
split_gain=0.000145592 9.2328e-05 0.000100232 0.000104979 8.72655e-05 0.000102102 0.000124164 4.82216e-05 0.000160104 6.87707e-05 5.61387e-05
threshold=-0.0043499999999999988 -0.10770999999999999 -0.18906999999999999 -0.03231499999999999 0.078965000000000021 -1.0000000180025095e-35 0.045635000000000002 -0.079109999999999986 -0.00072999999999999985 -0.074234999999999982 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4 -9 -10 -11
right_child=1 2 3 4 -6 -7 -8 8 9 10 -12
leaf_value=-0.00069944789631146034 -0.00049402220830736723 0.00065184649533716482 -0.00015897334064680872 0.00065260442082652607 -0.00061704070767151841 -0.0005184856605321786 -0.00019602468156847103 0.00098959408094016679 0.00052436978805647967 0.00016630907112352537 -0.00039710408540907571
leaf_weight=0.0010460949512224342 0.0010656772522383987 0.0011767597639509393 0.0010735073800630414 0.001222986076185914 0.0012224763101659607 0.0010943461870290931 0.0014472731023635957 0.0010302718617511914 0.0011911818927256746 0.0019199256654826424 0.0010527709886554285
leaf_count=612 215 151 406 600 817 108 141 190 196 304 170
internal_value=0 5.98685e-05 0.00010735 5.04194e-05 -0.000161877 -1.40726e-05 0.00019265 0.000219341 0.000297529 0.000126291 -3.32219e-05
internal_weight=0 0.0134972 0.0124315 0.0112547 0.00498708 0.00376461 0.00267026 0.00626766 0.00519415 0.00416388 0.0029727
internal_count=3910 3298 3083 2932 1666 849 741 1266 860 670 474
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=8
num_cat=0
split_feature=15 3 3 12 49 16 0
split_gain=2.13586e-05 5.91489e-05 6.41322e-05 6.83419e-05 5.03345e-05 3.6497e-05 4.05134e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.016619999999999996 0.084100000000000022 -0.029304999999999998 -0.45301499999999995 -0.10783
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=0.017846425032804852 0.014840151520136069 0.01187440081213874 -0.030969304089115947 -0.016669652193397787 -0.017271254616980935 -0.011265376829087303 0.012521834520706871
leaf_weight=0.0018360422818323946 0.0012209001286711426 0.0015654676925393272 0.0011506340083290742 0.0015779671969484317 0.0011404163717724132 0.0011393942642719851 0.0019268091806597418
leaf_count=334 270 114 189 1601 225 163 1014
internal_value=0 -0.00457503 -0.0110951 -0.00292469 0.00403164 -0.00199803 0.00368256
internal_weight=0 0.00551497 0.0039495 0.00279887 0.00604266 0.00420662 0.0030662
internal_count=3910 2174 2060 1871 1736 1402 1177
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=11
num_cat=0
split_feature=4 147 11 16 3 1 1 1 15 0
split_gain=8.76337e-05 8.19519e-05 0.000110403 9.14411e-05 5.60355e-05 5.3231e-05 8.16527e-05 7.98126e-05 5.23796e-05 5.26299e-05
threshold=0.49433000000000005 0.089245000000000005 0.077165000000000025 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 0.11215000000000001 0.13084000000000004 -0.0058549999999999991 -0.024394999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 -6 -10
right_child=-2 -3 -4 4 5 6 7 -9 9 -11
leaf_value=-0.00056551448782168456 0.00055090907848830281 0.00048652562945054141 -0.00071038122694781661 0.00040034916118779687 -0.00044374386537060067 0.00049270476554599775 -0.00048434938932719914 0.00023363098897592478 0.00023870204761091289 -0.00031242668482753678
leaf_weight=0.0011009973147702639 0.0010384768545813111 0.0010395970179146374 0.0010019201713287748 0.0013566730989463824 0.0017245014679155768 0.0015196448471941995 0.0010777486010130535 0.0013296442437028236 0.0014989702861210469 0.0011990553292494002
leaf_count=219 258 155 241 106 1022 345 155 100 1212 97
internal_value=0 -4.12579e-05 -8.77204e-05 -2.99945e-05 3.07505e-05 -2.93035e-05 0.00013684 -8.77965e-05 -0.000176833 -6.23034e-06
internal_weight=0 0.0128488 0.0118092 0.0108072 0.00970624 0.00834956 0.00392704 0.00240739 0.00442253 0.00269803
internal_count=3910 3652 3497 3256 3037 2931 600 255 2331 1309
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=9
num_cat=0
split_feature=484 159 47 42 43 3 0 1
split_gain=0.000103481 5.86793e-05 7.06605e-05 9.4088e-05 0.000126858 8.84631e-05 0.00012511 9.22263e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 -1.0000000180025095e-35 -0.083899999999999988 0.11818000000000002 -0.087899999999999992 0.094485000000000013
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=-0.00059098124096033282 -0.00063891488669109552 0.00041682132992002749 0.00033745688922753495 0.00048860585055374313 -5.048152112052041e-06 -0.00048869952001534089 -0.00035710009905256488 0.00073582774649458564
leaf_weight=0.0010738047175175109 0.0010171646657868598 0.0014319188338059894 0.0019154956298633166 0.0015992908182224539 0.0016106938902262194 0.0018636101260889656 0.0019828523787939691 0.0010785513718009187
leaf_count=627 861 388 196 351 292 136 930 129
internal_value=0 4.33189e-05 -5.00438e-06 -7.66796e-05 -6.38012e-06 -0.000127503 1.65708e-05 0.000292088
internal_weight=0 0.0124996 0.0110677 0.00915216 0.008135 0.00653571 0.0046721 0.00268925
internal_count=3910 3283 2895 2699 1838 1487 1351 421
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=10
num_cat=0
split_feature=484 159 47 42 43 47 4 13 0
split_gain=8.08593e-05 5.805e-05 7.24877e-05 9.18434e-05 0.000111947 7.35689e-05 9.17509e-05 7.57524e-05 0.000100567
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10561500000000001 -1.0000000180025095e-35 -0.083899999999999988 0.077735000000000012 -0.06272999999999998 -0.074599999999999986 -0.230625
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00052095371446208812 -0.00063508539577382958 0.00040405677214721744 0.00033743577594223128 0.00045616968153475352 -0.00041653824392750552 -0.00059873117761139773 0.00054017120371245531 0.00042529847090881461 -0.00035902397609210751
leaf_weight=0.0010574111120640059 0.0010138916720369229 0.001511397609263704 0.0019539492625101672 0.0015973323144341999 0.0016661838812061782 0.0010485342138996656 0.0012112825630568205 0.0010325782148434826 0.0016062781021035353
leaf_count=627 858 394 195 351 649 125 393 62 256
internal_value=0 4.34849e-05 -5.47876e-06 -7.84988e-05 -9.36064e-06 -0.000122631 -3.21351e-05 0.000134219 -5.21205e-05
internal_weight=0 0.0126414 0.01113 0.00917608 0.00816219 0.00656486 0.00551632 0.00385014 0.00263886
internal_count=3910 3283 2889 2694 1836 1485 1360 711 318
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=8
num_cat=0
split_feature=4 15 13 43 42 151 1
split_gain=2.44028e-05 4.59024e-05 3.12129e-05 6.69583e-05 5.85153e-05 7.59615e-05 9.23859e-05
threshold=0.24280000000000004 -0.15202999999999997 0.17936000000000002 -0.083899999999999988 0.078965000000000021 -0.0074049999999999993 0.079945000000000016
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.01862042625241046 0.019498959249065057 -0.0051969918993681717 -0.018224527485931397 0.02252428759652423 -0.024033798924572865 0.010280203376328048 -0.021952569328696232
leaf_weight=0.0014797136296256057 0.0015717788608619321 0.0014441590376900392 0.0011357492982112614 0.0011385677837737708 0.0012864647167855183 0.0016463190376939559 0.0019336261070801684
leaf_count=687 333 216 184 163 1292 527 508
internal_value=0 0.00767349 -0.0027774 -0.000433401 -0.00512854 2.58263e-05 -0.0071296
internal_weight=0 0.00301594 0.00862044 0.00748469 0.00600498 0.00471851 0.00357995
internal_count=3910 549 3361 3177 2490 1198 1035
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=9
num_cat=0
split_feature=124 42 160 160 484 0 47 4
split_gain=2.23e-05 3.18351e-05 4.32215e-05 6.3761e-05 9.03551e-05 6.82807e-05 5.42328e-05 0.000108744
threshold=-0.048219999999999992 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 0.083810000000000009 0.0059850000000000016 0.09252500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=0.01328100398493812 -0.016749834252156672 -0.033263021620986065 -0.016250477342724945 0.0058595893129048185 0.0090682029943931347 -0.0095258767675698297 -0.0029359254357449564 0.043476087083608589
leaf_weight=0.0011304105383640696 0.0012110695726008135 0.0010074013752895794 0.0013218565445323694 0.0018062830216663719 0.001009532713906491 0.0015491535060969154 0.0012254943189035604 0.0013376166500289857
leaf_count=319 982 621 296 787 359 178 169 199
internal_value=0 -0.0015033 0.000491291 0.00328006 -0.012075 0.0085128 0.0149083 0.0218641
internal_weight=0 0.0104684 0.00925734 0.00793548 0.00201693 0.00591855 0.00436939 0.0031439
internal_count=3910 3591 2609 2313 980 1333 1155 986
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=9
num_cat=0
split_feature=484 159 47 49 1 2 0 4
split_gain=0.00010757 7.82879e-05 9.00643e-05 6.57581e-05 0.000109141 9.84598e-05 0.000118832 4.09905e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 -0.081274999999999986 0.11215000000000001 0.10113500000000002 -0.072864999999999985 0.004850000000000001
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=-0.00060635683164597014 0.00022801864107724231 0.00041302494404687183 0.00036284344412170307 -0.00039976857332140061 -0.00061830212734988589 -0.00041030563153877166 0.00061734686702301594 0.00014744223599689552
leaf_weight=0.0010569939169725673 0.0018215685268273708 0.0018882266419876026 0.0019388044607349273 0.0011000204474052072 0.001725418782065522 0.001880415899009248 0.0012910796946345314 0.0010090992102263089
leaf_count=627 251 522 193 1285 245 441 192 154
internal_value=0 4.47597e-05 -1.98271e-05 -0.000103873 -0.000190165 -5.02727e-05 0.000148837 -0.000137958
internal_weight=0 0.0126546 0.0107664 0.0088276 0.00700603 0.00528062 0.0034002 0.00210912
internal_count=3910 3283 2761 2568 2317 2072 1631 1439
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=10
num_cat=0
split_feature=1 0 159 42 0 2 2 49 1
split_gain=2.21907e-05 5.70462e-05 3.60184e-05 4.93387e-05 6.93224e-05 6.8285e-05 3.40421e-05 3.13718e-05 2.67501e-05
threshold=0.076710000000000014 -0.070894999999999986 0.073745000000000019 0.088115000000000013 -0.099024999999999988 0.11339500000000001 0.10113500000000002 -0.04682999999999999 0.13271500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -3 -2 -6
right_child=2 6 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.025745827600781354 0.00065720159474762251 0.014006533823113444 0.020488661835326164 0.016366354116126164 -0.030496720495328301 -0.015180924668298696 -0.0099196860258658273 0.02377494420978785 -0.0073779195655403239
leaf_weight=0.0010863075491371211 0.0010176845639582564 0.0011763615913771214 0.0010082079630211 0.0015056921519908829 0.0010015735730390545 0.0012041136751873732 0.0012025648524662789 0.0013871279637153412 0.0010003830725756621
leaf_count=1642 109 105 380 523 500 126 261 172 92
internal_value=0 -0.00675862 0.00279912 0.000293033 -0.00402028 0.00425837 0.00191165 0.0139918 -0.0189442
internal_weight=0 0.00346523 0.00812478 0.00711658 0.00561088 0.00360893 0.00237893 0.00240481 0.00200196
internal_count=3910 2008 1902 1522 999 407 366 281 592
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=12
num_cat=0
split_feature=484 47 159 1 457 2 2 2 4 12 0
split_gain=8.33726e-05 5.89225e-05 0.00011359 7.25954e-05 0.000100072 6.76291e-05 0.000120912 0.000105795 7.80125e-05 4.26678e-05 2.35489e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.11215000000000001 0.084715000000000013 0.10113500000000002 0.11290500000000002 0.092175000000000021 -0.014549999999999999 1.0000000180025095e-35 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 -3 -5
right_child=1 9 -4 10 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00052891150646341989 0.00019562667198351578 0.0006221950300141578 0.00042541940604703168 -0.0002310678052500405 0.00054668809749269798 -0.00083217977851321001 9.1494909644752008e-05 0.00052346414059377682 -0.00051973469586183245 5.4938296481267178e-05 -0.0006438757311227058
leaf_weight=0.0010793365065360954 0.0010901367596683005 0.0010398605056896855 0.0018317532804986636 0.0011230987642651164 0.0010446659140608966 0.0011254301143810213 0.0010562285730475684 0.0012139354918371077 0.0012676329074095694 0.0010001152444749743 0.0010082622883899636
leaf_count=627 1018 90 502 92 160 265 185 295 352 123 201
internal_value=0 3.85561e-05 -1.93641e-05 -0.000110606 -1.16115e-05 -0.000112985 -0.000384992 5.31619e-05 -0.000188981 0.000344093 -0.000426351
internal_weight=0 0.0128011 0.0107611 0.00892939 0.00679803 0.00575336 0.00218166 0.00357171 0.00235777 0.00203998 0.00213136
internal_count=3910 3283 3070 2568 2275 2115 450 1665 1370 213 293
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=12
num_cat=0
split_feature=484 47 16 4 151 159 1 2 0 47 0
split_gain=0.000129063 6.07647e-05 9.76606e-05 9.46614e-05 9.71908e-05 0.000109001 0.00010852 5.73537e-05 0.000183365 4.91164e-05 3.4091e-05
threshold=-0.0043499999999999988 0.10561500000000001 -0.53257999999999994 0.25367000000000006 -0.08341999999999998 0.073745000000000019 0.11215000000000001 0.10113500000000002 -0.072864999999999985 0.12794000000000003 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 -3 -6
right_child=1 9 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00068161380237756496 -0.00059508635650517476 0.00065807899524669732 0.00048347816700704954 0.00053390205073753673 -7.0495270906229532e-05 0.00042727033912190237 -0.00077895869017609342 -0.00038970634770525155 0.00063265460528203713 5.5408105975913262e-05 -0.00055597880516475003
leaf_weight=0.0010226040131270766 0.0010175569385705132 0.0010136580949839215 0.0012161545969323513 0.001310200494563118 0.0012009314095961948 0.0012044325319502999 0.0010908463310501659 0.0017511217926269871 0.0012914093802959044 0.0010673579876378098 0.0010356678239754617
leaf_count=612 116 124 261 330 133 283 105 401 191 89 1265
internal_value=0 4.14561e-05 -1.61008e-05 4.22266e-05 -3.10558e-05 -0.00011367 -0.000215951 -9.96142e-05 4.43726e-05 0.000348968 -0.000295301
internal_weight=0 0.0131993 0.0111183 0.0101008 0.00879056 0.00757441 0.00636998 0.00527913 0.00352801 0.00208102 0.0022366
internal_count=3910 3298 3085 2969 2639 2378 2095 1990 1589 213 1398
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=12
num_cat=0
split_feature=484 52 52 474 42 160 52 12 151 16 2
split_gain=0.000146374 7.64101e-05 0.000137494 7.87268e-05 6.51119e-05 0.000126535 7.80537e-05 0.000166692 8.86193e-05 0.000140739 6.58255e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.083975000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.10058500000000002 -0.0088999999999999982 -0.23935499999999996 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -10 -11
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.00070516344095849386 -0.00044944489254709327 0.00078704262989860762 -0.00042558825665083656 0.00056558481994254078 -0.00059298033206935672 -0.0001845608882462005 0.00062748170415419875 -0.00063819431378091805 0.00085515474923145661 -0.00025103312267503653 0.00036651660607442854
leaf_weight=0.0010349614473128968 0.0010422663308168869 0.0010360711573601288 0.0012731232526540731 0.0010007065586286846 0.0010456718298662406 0.0017065878221093128 0.0010616091081355472 0.001113778791576564 0.0013855828970990884 0.0012186268889085748 0.0014570396869208321
leaf_count=612 369 260 797 254 446 213 117 105 179 346 212
internal_value=0 6.02989e-05 0.000103497 4.06172e-05 -1.05753e-05 4.82041e-05 0.000132612 5.62694e-05 0.000190372 0.000347923 8.52548e-05
internal_weight=0 0.0133411 0.0122988 0.0112627 0.010262 0.0089889 0.00794323 0.00688162 0.00576784 0.00406125 0.00267567
internal_count=3910 3298 2929 2669 2415 1618 1172 1055 950 737 558
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=9
num_cat=0
split_feature=132 42 43 160 4 16 16 0
split_gain=2.13824e-05 4.43232e-05 5.4707e-05 5.79369e-05 6.7292e-05 0.000115721 9.90588e-05 3.59595e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.074650000000000008 -0.5152199999999999 -0.072804999999999981 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=-0.018996860576141552 0.013502318132935107 -0.010568340232748845 -0.016739117864719249 0.021179132661205233 0.0020056388244659262 0.047848060202917646 -0.023853821164075854 0.0016319813838595724
leaf_weight=0.0012627789668829279 0.0010571344762637979 0.0019746578205800799 0.0014715840541599272 0.001462947518403607 0.0012034085942568091 0.0010151626913302795 0.001220758738157478 0.0010130573414771629
leaf_count=868 395 905 193 452 142 169 513 273
internal_value=0 -0.00141054 0.000961674 0.0042631 0.00921413 0.022982 0.000951505 -0.0122958
internal_weight=0 0.0106244 0.00936158 0.00788999 0.00591533 0.00221857 0.00369676 0.00223382
internal_count=3910 3515 2647 2454 1549 311 1238 786
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=8
num_cat=0
split_feature=474 160 42 43 3 2 3
split_gain=2.27309e-05 5.11119e-05 5.08792e-05 6.19478e-05 8.3552e-05 3.5776e-05 4.24142e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.087995000000000004 0.11818000000000002
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=-0.017581934009009103 0.014351320732044925 -0.016774905372650653 0.00034963334346245728 -0.012664075451500702 0.039427716840321113 0.015036696795791941 -0.0063520567422144601
leaf_weight=0.0016505107563644953 0.0010014879549396566 0.0012947423533547992 0.0011554185181503994 0.0017826769372291675 0.0010392506969155117 0.001895110333568888 0.0018151295919265668
leaf_count=927 424 869 264 516 251 482 177
internal_value=0 -0.00140778 0.00156424 0.00465292 0.0188544 -0.00102124 0.00457286
internal_weight=0 0.0106328 0.00898233 0.00768759 0.00219467 0.00549292 0.00371024
internal_count=3910 3486 2559 1690 515 1175 659
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 16 3 13 16
split_gain=2.15153e-05 5.64044e-05 5.92335e-05 6.16162e-05 6.37935e-05 9.40931e-05 5.48584e-05 5.28495e-05 8.37029e-06
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.094010000000000024 -0.008069999999999999 0.12046500000000002 -0.032264999999999995 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -4 -9
right_child=-2 -3 3 6 5 -7 -8 8 -10
leaf_value=-0.026131325028485877 0.013774552716175295 0.02029873624708365 -0.015979654600330354 0.022015432392389234 -0.041653772307582465 -0.0024810433770573667 -0.0072086334733795394 0.0051752897517014238 0.01774771556984963
leaf_weight=0.0010596139212576761 0.0010269924920425231 0.0010772984135076968 0.0010416813664409956 0.0017385618808991995 0.0010542131659292818 0.0014657172304068206 0.0010187123865900982 0.0010475500194211426 0.0010708851417509007
leaf_count=136 225 276 1233 314 390 410 91 601 234
internal_value=0 -0.00138608 -0.00384592 -0.00104718 -0.00700118 -0.018869 0.0112182 0.00246239 0.0115307
internal_weight=0 0.0105742 0.00949694 0.00843732 0.00568005 0.00251993 0.00275727 0.00316012 0.00211844
internal_count=3910 3685 3409 3273 2868 800 405 2068 835
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=12
num_cat=0
split_feature=484 41 150 123 1 16 52 4 0 3 43
split_gain=0.00010817 7.31583e-05 0.000118103 0.000150123 0.000139819 0.000134134 0.000157916 0.000178601 8.46751e-05 6.79296e-05 9.15706e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.11398500000000002 0.084845000000000018 0.076710000000000014 -0.30307999999999996 0.06136500000000001 -0.034289999999999994 -0.10575999999999998 -0.115685 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 7 -7 -9 -2 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00062902967505785816 0.00033143925259742155 -0.00045748906132471993 -0.000500146465497158 -0.00057531535913195753 -0.00026735545993922862 -0.00037208153208782895 0.0011391033732929732 0.00081069117110917934 0.00018424218484997432 0.00015199768881886448 -0.0005820321583442095
leaf_weight=0.0010032616371285679 0.0010370570117158619 0.0010570893788774448 0.0012206659592514458 0.001022311136386375 0.0010356630017060997 0.0010574971504536705 0.0011775499817349606 0.0019942183763196411 0.0014204153044592585 0.0011631115000197789 0.0014910665639284897
leaf_count=612 70 183 143 219 170 532 161 142 212 538 928
internal_value=0 3.80045e-05 7.951e-05 0.000141583 0.000212213 0.000381339 0.000500253 0.000332039 0.000550102 -9.40978e-05 -0.000260366
internal_weight=0 0.0136766 0.0126196 0.0113989 0.0103766 0.00668534 0.00564968 0.00447213 0.00341463 0.00369124 0.00265418
internal_count=3910 3298 3115 2972 2753 1217 1047 886 354 1536 1466
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=10
num_cat=0
split_feature=484 159 12 43 43 15 0 150 2
split_gain=8.43401e-05 5.50527e-05 6.47463e-05 7.5666e-05 9.77677e-05 7.77881e-05 0.000238352 0.000128398 0.000121007
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 -0.15648499999999999 -0.080894999999999981 -0.03231499999999999 -0.08824499999999999 0.082085000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -7
right_child=1 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.00053190587023348602 0.00044066090326335967 0.00035327731682542938 -0.00045827682448420994 -0.0005389971115373096 -0.00040089197312058022 0.00017528670993499138 0.0010266454214165584 0.00043188606583963711 -0.00064571797473385426
leaf_weight=0.0010885819720553814 0.0014996833812456556 0.0018109974222023434 0.0011391278581444038 0.001267127418246237 0.0017284858798893325 0.0015210124990447664 0.0010600158911956026 0.001210153447383319 0.0012636123121408248
leaf_count=627 181 522 123 536 287 988 284 144 218
internal_value=0 3.7141e-05 -1.64197e-05 3.62848e-05 -3.90451e-05 5.43467e-05 0.00022957 -5.79478e-05 -0.00019727
internal_weight=0 0.0125002 0.0106892 0.00955009 0.00805041 0.00678328 0.00399866 0.00293864 0.00278462
internal_count=3910 3283 2761 2638 2457 1921 715 431 1206
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=9
num_cat=0
split_feature=2 52 3 4 13 48 3 4
split_gain=2.00639e-05 6.00751e-05 5.01985e-05 4.9572e-05 8.03622e-05 5.51473e-05 0.000108374 3.1366e-05
threshold=0.10946500000000002 0.09086000000000001 0.11265500000000002 0.15045000000000003 -0.084184999999999996 0.078735000000000013 -0.077894999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.026957571088481964 0.012523220636492747 0.025358400371372943 -0.016607938875657913 0.011566699064370953 -0.034500167412743976 0.015207376245362062 0.017276850647604799 -0.0066012273914696209
leaf_weight=0.0015292533245117252 0.0011295815993841694 0.0011213570513012132 0.0012418448682151564 0.0018604442761924354 0.0010430645055588988 0.0015068847978403389 0.0010370943801592883 0.0011715868120021652
leaf_count=766 398 195 174 305 1161 372 375 164
internal_value=0 0.00628649 -0.00273189 -0.0027726 -0.00701528 -0.000606545 -0.00793484 0.00461081
internal_weight=0 0.00349278 0.00237143 0.00814833 0.00628788 0.00475863 0.00325175 0.00220868
internal_count=3910 767 572 3143 2838 2072 1700 539
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=8
num_cat=0
split_feature=0 15 43 3 47 52 13
split_gain=2.19014e-05 4.0527e-05 4.23107e-05 8.39876e-05 6.51718e-05 6.20616e-05 6.17584e-05
threshold=0.055865000000000005 0.084050000000000014 -0.079109999999999986 -0.074234999999999982 0.077735000000000012 -0.074484999999999982 -0.037444999999999992
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=-0.028856433829074886 0.0096148331416862319 -0.019812896432417338 0.023868865945752028 -0.011977765685298437 -0.019556402263153905 0.017079940131716452 0.0042261101413421202
leaf_weight=0.0010668076469646647 0.0019500024454135638 0.0011284607617817787 0.001660569251770997 0.0011958044983028707 0.0014908084375889748 0.001907496623747439 0.0011979226968579484
leaf_count=629 255 1307 529 187 234 423 346
internal_value=0 -0.00200478 0.000354039 0.00459463 -0.00237217 0.00588305 -0.0113575
internal_weight=0 0.00964787 0.00851941 0.00625468 0.00459411 0.0031033 0.00226473
internal_count=3910 3655 2348 1373 844 610 975
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=11
num_cat=0
split_feature=158 159 47 43 49 3 15 13 1 16
split_gain=6.5332e-05 8.62327e-05 5.40932e-05 7.22416e-05 9.24591e-05 0.000134033 8.00976e-05 7.68734e-05 4.19763e-05 3.94885e-05
threshold=0.085745000000000002 0.088320000000000023 0.10561500000000001 -0.15648499999999999 -0.029304999999999998 -0.084129999999999996 -0.033649999999999992 -0.084184999999999996 0.12381000000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7 -4 -9
right_child=-2 -3 8 4 5 7 -8 9 -10 -11
leaf_value=0.0003478570162759621 -0.00048658159872140398 0.00055211698350771067 -6.0325798252618505e-06 0.00037879002411894539 -0.00082406915397421399 -0.00046653474676705938 -0.00028675800343057572 0.00039292590148608654 0.00055944506591908973 -0.00010879593967514056
leaf_weight=0.001320010760823183 0.0010077235758196275 0.0011183479962453046 0.0010181981616949744 0.001872837259293581 0.0013869373812832623 0.0015102266925605566 0.0011056430196654437 0.001010527343286823 0.0010007518924683204 0.0014959708241642381
leaf_count=231 410 282 163 237 798 489 186 243 75 796
internal_value=0 3.18953e-05 -1.77407e-05 -7.85046e-05 -0.000145648 -0.000298538 0.000131732 -0.000117077 0.000274263 9.34797e-05
internal_weight=0 0.0128395 0.0117211 0.00970215 0.00838214 0.00540366 0.00297848 0.00401672 0.00201895 0.0025065
internal_count=3910 3500 3218 2980 2749 2326 423 1528 238 1039
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=9
num_cat=0
split_feature=11 43 2 13 3 52 2 3
split_gain=2.22023e-05 3.79257e-05 7.51148e-05 5.16144e-05 8.70289e-05 8.45861e-05 4.39563e-05 4.19959e-05
threshold=0.079700000000000007 -0.044024999999999988 0.093815000000000009 -0.10939499999999998 -0.032959999999999996 -0.07125999999999999 0.10869000000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 -1
right_child=-2 3 -4 4 5 6 -8 -9
leaf_value=0.0095275209848127498 -0.014272787358060974 0.010395033388198364 0.027944705894441216 -0.034627356582453403 -0.024859794975492164 0.020368082588626261 -0.0056528906470497183 -0.016784216234039789
leaf_weight=0.001499169958412206 0.0010029471422904916 0.0019583958293524816 0.001374746780618925 0.0010296211666094447 0.0011121771801807928 0.00137511895068096 0.0012297665099784451 0.0010188724064898573
leaf_count=941 254 288 570 1146 159 181 115 256
internal_value=0 0.00129386 0.00914493 -0.00326427 -0.00889985 -0.00177336 0.00808358 -0.00111897
internal_weight=0 0.0105979 0.00389279 0.00670508 0.00474668 0.00371706 0.00260489 0.00251804
internal_count=3910 3656 1767 1889 1601 455 296 1197
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 16 4 13 1
split_gain=2.18751e-05 4.74277e-05 4.85696e-05 5.13368e-05 6.05829e-05 7.64066e-05 4.3478e-05 3.5629e-05 2.99835e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10498500000000001 0.094010000000000024 -0.008069999999999999 0.24280000000000004 -0.032264999999999995 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -4 -9
right_child=-2 -3 3 6 5 -7 -8 8 -10
leaf_value=-0.023874584251700845 0.013850661189249273 0.018604691952629503 -0.012570325552580031 -0.0012919046601135337 -0.038909138506131973 -0.0034609246357736757 0.024019269136922136 0.022639338929406918 -0.0011511160643078711
leaf_weight=0.0010560163150699657 0.0010313818759589049 0.0010643011301365102 0.0010348663263103474 0.001506209071023841 0.0010395505462926988 0.0014649085419402201 0.0012351786264474399 0.0010014125841624876 0.0011247740730722031
leaf_count=136 225 276 1233 284 390 410 121 621 214
internal_value=0 -0.00140956 -0.00366058 -0.00112143 -0.00655722 -0.0181748 0.0101125 0.00264721 0.0100539
internal_weight=0 0.0105272 0.00946292 0.0084069 0.00566551 0.00250446 0.00274139 0.00316105 0.00212619
internal_count=3910 3685 3409 3273 2868 800 405 2068 835
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 4 16
split_gain=2.21063e-05 4.40505e-05 6.25097e-05 6.00648e-05 7.14692e-05 0.00010412 5.76081e-05
threshold=0.086465000000000014 -0.081519999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.0051950000000000008 0.13514000000000004
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=0.018221696986557189 -0.013879065922519708 -0.022190180912175821 -0.020221991241647339 0.020901479901129838 -0.017746939066560614 0.023795961299569308 0.0090265257247225828
leaf_weight=0.0013471552674375409 0.0010498058862154292 0.0012228108477221359 0.0015202363735285986 0.0013991713152967768 0.001986157107748251 0.0017849104708267441 0.0012088981103113659
leaf_count=564 715 803 344 563 387 285 249
internal_value=0 0.00134232 -0.00115041 0.00210651 -0.00193911 0.00501626 -0.00726606
internal_weight=0 0.0104693 0.00912218 0.00789937 0.0065002 0.00451404 0.00272913
internal_count=3910 3195 2631 1828 1265 878 593
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=9
num_cat=0
split_feature=150 151 1 42 484 4 4 12
split_gain=2.11732e-05 6.96051e-05 4.60659e-05 6.81245e-05 4.67858e-05 5.67027e-05 7.30635e-05 1.93039e-05
threshold=0.077110000000000012 -0.051109999999999996 0.12864500000000004 0.091955000000000023 0.084225000000000008 -0.078094999999999984 0.044585000000000007 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.015685526943921068 0.024336691646018045 -0.0080434739801886132 0.013958671288913505 -0.02971534874557984 0.017494132030262163 -0.034324489009984298 -0.0025846612945983065 -0.003080224864698299
leaf_weight=0.0011485472567031238 0.0012988022159170208 0.0013579941811801108 0.0014407867218730599 0.0010102356827307235 0.0010529861575027761 0.0011461843082921971 0.0019748637012664532 0.0010486649150721608
leaf_count=211 326 197 280 668 278 861 363 726
internal_value=0 0.0077859 -0.00239712 -0.0055896 -0.00176418 -0.00557722 -0.0142409 0.00672918
internal_weight=0 0.0026568 0.00882227 0.00738148 0.00637125 0.00531826 0.00312105 0.00219721
internal_count=3910 523 3387 3107 2439 2161 1224 937
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=11
num_cat=0
split_feature=14 157 14 52 13 43 52 3 151 16
split_gain=0.000221467 0.000140042 0.00012253 8.29494e-05 9.7998e-05 0.000174526 9.56216e-05 7.89036e-05 7.70367e-05 0.00015033
threshold=0.020750000000000005 -0.072409999999999988 -0.10523499999999998 0.11110500000000002 -0.090394999999999989 0.083940000000000015 -0.081429999999999989 -0.074234999999999982 -0.0088999999999999982 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -8 -10
right_child=-2 2 3 -5 6 -7 8 -9 9 -11
leaf_value=0.00065395184408693387 -0.00089125879738898093 -0.00065913853045832134 0.00076258402278110693 0.00042521339283229515 0.00057611183567930161 -0.00030832527409855432 -0.00072900691652245052 -0.00016360049786602214 0.00021369368273714673 -0.00061997185009666058
leaf_weight=0.0013650083560559139 0.0010148905333874437 0.0010192675863456629 0.0013992398398930349 0.0018916791541485891 0.0010574088281310101 0.0010055291040683575 0.0012215469243635375 0.0011654849402223917 0.0018839338199512035 0.0014888153532270812
leaf_count=496 153 124 327 545 361 88 207 224 956 429
internal_value=0 5.85085e-05 -8.4816e-06 5.11922e-05 -2.55299e-05 0.000314794 -0.00014558 0.000188273 -0.00030711 -0.000154307
internal_weight=0 0.0134979 0.0121329 0.0111136 0.00922196 0.00240477 0.00681719 0.00222289 0.0045943 0.00337275
internal_count=3910 3757 3261 3137 2592 415 2177 585 1592 1385
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=8
num_cat=0
split_feature=3 16 0 47 4 3 42
split_gain=2.03944e-05 3.24089e-05 4.7507e-05 4.01708e-05 5.34771e-05 7.92719e-05 7.58682e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 0.086425000000000016 -0.06272999999999998 0.096385000000000012 0.060615000000000009
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=0.013270610418696366 -0.014816543974899204 -0.017877896209102528 0.019048138179152126 -0.015638970521698135 -0.017261669691087802 0.023173645230100303 0.014371052308370855
leaf_weight=0.0010455865192143818 0.0015390905677162767 0.0010686186307214693 0.0012039187691846318 0.0017544169368389215 0.0017077629083789233 0.0018082316288678137 0.0013636183402171711
leaf_count=211 1288 298 115 377 535 224 862
internal_value=0 -0.00137784 0.00050253 -0.00222928 0.00143598 0.00656222 -0.00321751
internal_weight=0 0.0104457 0.00937704 0.00817312 0.0064187 0.00487961 0.00307138
internal_count=3910 3699 3401 3286 2909 1621 1397
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=11
num_cat=0
split_feature=484 484 159 12 15 3 2 2 15 16
split_gain=8.17185e-05 6.98533e-05 6.45552e-05 7.81068e-05 8.14232e-05 0.000112748 0.000102805 8.99596e-05 0.000140344 5.80445e-05
threshold=-1.0000000180025095e-35 0.088645000000000015 0.073745000000000019 0.11655500000000001 -0.03231499999999999 -0.074234999999999982 0.10113500000000002 0.089910000000000004 -0.095799999999999982 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -7 -9 -6
right_child=1 -3 -4 -5 6 7 -8 8 -10 -11
leaf_value=-0.00052062453595953047 0.00066396228261756003 -0.00045080057565386811 0.00049458095418913905 -0.00044885684233042332 0.00044852452620563143 -0.00036338577511895972 -0.00051154129163010571 -0.00017993701195385853 0.00082345906422683231 -0.00013695343625981372
leaf_weight=0.0010931832912948114 0.0017227390269113022 0.0010342189253347749 0.0012901703591686889 0.0011652128228761107 0.0011712129644826793 0.0012760989252507044 0.001563115995922832 0.0011351666096550603 0.0010152442389158309 0.0014658118365908229
leaf_count=627 404 329 406 117 966 198 239 185 161 278
internal_value=0 3.78298e-05 8.06388e-05 2.98469e-05 8.95077e-05 0.000254769 -0.000113098 4.90404e-05 0.000293783 0.000123082
internal_weight=0 0.012839 0.0118048 0.0105146 0.00934939 0.00514925 0.00420014 0.00342651 0.00215041 0.00263702
internal_count=3910 3283 2954 2548 2431 948 1483 544 346 1244
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=9
num_cat=0
split_feature=1 123 16 1 3 2 16 13
split_gain=2.08243e-05 4.04046e-05 3.99666e-05 4.74786e-05 4.39206e-05 3.94231e-05 5.75103e-05 4.15567e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 0.11818000000000002 0.094010000000000024 -0.008069999999999999 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 -4
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.021951072278696776 0.013451148363175347 0.017100441176781334 -0.012596744275682997 0.021442752933538572 -0.0057118141329984412 -0.033334929065367697 -0.0029468710110160772 0.01030558792326349
leaf_weight=0.0010411990379322793 0.0010399038048113677 0.0010621599750334247 0.0013178438474201423 0.0014719078617370981 0.0010005183968684883 0.001050754197494381 0.0015290812165495201 0.0019866598371326679
leaf_count=136 225 276 1590 250 88 396 447 502
internal_value=0 -0.00138667 -0.00347608 -0.00117422 0.0104541 -0.0060601 -0.0153238 0.00117208
internal_weight=0 0.0104601 0.00939796 0.00835677 0.00247243 0.00588434 0.00257984 0.0033045
internal_count=3910 3685 3409 3273 338 2935 843 2092
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=10
num_cat=0
split_feature=50 160 124 13 160 2 3 49 3
split_gain=2.08419e-05 4.25074e-05 5.57046e-05 8.34792e-05 5.18197e-05 6.35516e-05 0.000107024 5.04459e-05 0.000110257
threshold=0.086465000000000014 0.091575000000000017 -0.018779999999999995 -0.23438999999999996 -0.081299999999999983 0.096970000000000015 -0.078494999999999995 -0.029304999999999998 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=-0.017708516812361338 -0.013408551185745757 -0.017973295815781509 0.03167114099720416 0.021596405986750455 0.025366631781551449 0.0073310209237305024 -0.036600555038371285 -0.020109694088810137 0.019894030311487374
leaf_weight=0.0010999846539193449 0.0010588000609122244 0.0010292818016980647 0.0011169360904403373 0.0011631296791811251 0.0010242529770591677 0.0010956737993350356 0.0011227842360299852 0.0014143526014001994 0.0013433812319866476
leaf_count=271 715 318 139 513 101 263 375 1007 208
internal_value=0 0.00131782 0.00343455 0.0062432 0.0022785 -0.00146609 -0.0149032 0.00641592 -0.000622588
internal_weight=0 0.0104098 0.0093805 0.00828051 0.00716357 0.00600044 0.00221846 0.00378199 0.00275773
internal_count=3910 3195 2877 2606 2467 1954 638 1316 1215
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=11
num_cat=0
split_feature=484 52 52 15 0 150 43 4 1 3
split_gain=8.37586e-05 6.51132e-05 0.000115359 0.000107947 0.000144789 7.95736e-05 7.35953e-05 5.90131e-05 5.69606e-05 3.81209e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.074249999999999997 0.081245000000000026 0.070805000000000021 -0.12499499999999999 0.088135000000000005 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 7 -5 -9 -4
right_child=1 2 3 6 -6 -7 -8 8 -10 -11
leaf_value=-0.00052701660040923312 -0.00043088638575807745 0.00060898976381426552 5.8814925331188337e-05 -0.00070897008034351728 0.00082041291236074963 0.0003953023797684497 0.00015929374240343896 0.00012923492921058396 -0.00050131197195160671 -0.0004050500744323404
leaf_weight=0.0010732022138662421 0.0010243332665120274 0.0014182069582088759 0.0014213320739162889 0.0011936026366943559 0.0011529665364582997 0.0015285369691010386 0.0015369530021482891 0.0011687430149414845 0.0010417756589283923 0.0013079604245341825
leaf_count=627 379 279 463 132 258 212 180 926 332 122
internal_value=0 4.32718e-05 8.45371e-05 1.26871e-05 0.000204027 3.71176e-05 -0.000196843 -0.000357637 -0.00016793 -0.000163483
internal_weight=0 0.0127944 0.0117701 0.0103519 0.0054108 0.00425783 0.00494107 0.00340412 0.00221052 0.00272929
internal_count=3910 3283 2904 2625 1055 797 1570 1390 1258 585
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=9
num_cat=0
split_feature=4 42 133 15 160 1 16 0
split_gain=2.40776e-05 4.31444e-05 6.01364e-05 9.78778e-05 5.54649e-05 9.36252e-05 1.3511e-05 4.95547e-06
threshold=0.28937500000000005 0.086825000000000013 0.083815000000000014 0.024640000000000006 -0.025614999999999995 0.095575000000000007 0.022165000000000004 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 -2
right_child=7 6 -4 -5 5 -7 -8 -9
leaf_value=0.021532190416596025 0.014815113931641083 -0.023347294694501447 0.020325816239092423 -0.027691390270793498 -0.018634388501507487 0.013946903511023635 -0.0069507079700403462 0.0049019786127965483
leaf_weight=0.0012694893209902513 0.0010127033287778333 0.0010057415739759415 0.001364648635586399 0.0012619575805182985 0.0018193151785353438 0.0017118531686924482 0.0010044706155975091 0.0010044101044063289
leaf_count=293 130 875 649 668 363 257 379 296
internal_value=0 -0.00215765 0.0013599 -0.00290918 0.00360536 -0.00283951 -0.0151542 0.00987892
internal_weight=0 0.00943748 0.00742726 0.00606262 0.00480066 0.00353117 0.00201021 0.00201711
internal_count=3910 3484 2230 1581 913 620 1254 426
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=9
num_cat=0
split_feature=475 42 43 0 16 13 1 1
split_gain=2.11784e-05 3.38106e-05 5.09258e-05 7.47104e-05 4.27859e-05 4.80374e-05 8.40246e-05 0.000141007
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.06402999999999999 0.15100500000000003 -0.11267999999999999 0.11215000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.012693885103974449 -0.012577907568763719 0.00193063336243678 0.019135607416052539 0.03628864234772932 -0.019449005386918915 -0.012553015228299559 -0.026111697671814378 0.034767315314711666
leaf_weight=0.0011845244743222032 0.0014747205741072631 0.0016222522558575914 0.0013030999202398512 0.0010377341484088098 0.0010657510137794968 0.0015515635243453446 0.0011177555898314747 0.0010598732608489425
leaf_count=621 994 727 232 181 156 734 114 151
internal_value=0 0.00143016 0.00378891 0.0153346 -0.00124737 0.00260741 -0.00316807 0.00665233
internal_weight=0 0.0102328 0.00875803 0.00265999 0.00609804 0.00503229 0.00372919 0.00261144
internal_count=3910 3289 2295 908 1387 1231 999 885
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=11
num_cat=0
split_feature=484 52 0 52 133 3 12 0 15 4
split_gain=9.43996e-05 4.79993e-05 8.87802e-05 9.72469e-05 6.25139e-05 7.57899e-05 0.000116199 0.000106145 6.64547e-05 3.0091e-05
threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.15007499999999999 -0.26295999999999992 0.08845500000000002 0.090325000000000003 0.094045000000000004 -0.069794999999999982 -0.09547499999999999 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -3 -7
right_child=1 4 3 -5 -6 9 -8 -9 -10 -11
leaf_value=-0.00056356214760580278 -0.00024198922231181717 0.00044103420997472156 -8.1431637914996122e-05 0.00064685500016148562 -0.00048205917254783487 -0.00053241446749865051 -0.00030392160323126471 0.00080923862597826032 -0.00025935135424321685 -6.0096453580272071e-05
leaf_weight=0.001070840016231203 0.001196121747679964 0.001033582963366083 0.0010945478134130214 0.0019801547300974287 0.0010924753570147284 0.0010110709141343756 0.001456499818661501 0.0012588305953161075 0.0010499379095429001 0.0010646906011394434
leaf_count=627 76 194 376 531 594 80 323 107 853 149
internal_value=0 4.35481e-05 0.000211269 0.000387596 -4.63602e-05 2.28787e-05 0.000158283 0.000359698 8.80925e-05 -0.000290155
internal_weight=0 0.0122379 0.00427082 0.0030747 0.00796709 0.00687461 0.00479885 0.00334235 0.00208352 0.00207576
internal_count=3910 3283 983 907 2300 1706 1477 1154 1047 229
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=9
num_cat=0
split_feature=150 2 15 16 133 15 13 0
split_gain=2.07897e-05 7.58262e-05 3.96672e-05 6.59333e-05 3.65708e-05 4.10307e-05 7.57314e-05 6.29936e-05
threshold=0.077110000000000012 0.090695000000000012 -0.26361999999999991 -0.38486499999999996 0.085050000000000014 -0.038029999999999987 0.14810000000000004 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.016276582478118109 -0.0095358575924809584 0.024471143219238475 -0.028182992176574558 -0.0097175759574363082 -0.01827223090270674 0.014965575271263696 0.030765684733565814 -0.015834332603448506
leaf_weight=0.0010098830380121321 0.0012878764408361695 0.0013356564269033345 0.001043176923560307 0.001954227722654224 0.0010536798603822672 0.0012942728436017787 0.0010609682365045822 0.00136372135342886
leaf_count=275 265 258 215 612 925 519 82 759
internal_value=0 0.00777731 -0.00236773 -0.00479096 -0.00116341 0.00201421 0.00817898 -0.000836751
internal_weight=0 0.00262353 0.00877993 0.00777005 0.00672687 0.00567319 0.00371896 0.00265799
internal_count=3910 523 3387 3112 2897 1972 1360 1278
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=10
num_cat=0
split_feature=484 159 47 1 0 2 0 0 1
split_gain=7.18806e-05 4.01745e-05 5.64905e-05 5.83545e-05 7.68172e-05 7.08242e-05 0.000163333 2.52826e-05 1.23577e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.11215000000000001 -0.23029999999999998 0.10113500000000002 -0.089879999999999974 -0.066689999999999985 0.12646500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -5
right_child=1 -3 -4 8 5 -7 7 -9 -10
leaf_value=-0.00049582117526117419 0.00050357462655034884 0.0003590384621421756 0.00030938428087878221 -0.00050544534861367545 -0.00039836675925359184 -0.00037364491434800011 0.00018805721989475138 0.00060359380230108324 -0.00020035832706032574
leaf_weight=0.0010334201967256125 0.0010807978445760442 0.0013706441432064483 0.0019027367761757794 0.001027110310701386 0.0015774251707842729 0.0019206968212125224 0.0010009041178906037 0.0012865190947995858 0.0010147427405855563
leaf_count=627 81 388 196 123 441 486 1248 143 177
internal_value=0 4.27944e-05 2.69993e-06 -6.2806e-05 2.37349e-05 -6.59039e-05 8.70328e-05 0.000421768 -0.000353826
internal_weight=0 0.0121816 0.0108109 0.0089082 0.00686634 0.00578555 0.00386485 0.00228742 0.00204185
internal_count=3910 3283 2895 2699 2399 2318 1832 1391 300
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=10
num_cat=0
split_feature=147 52 151 4 52 2 16 16 15
split_gain=9.31067e-05 7.22707e-05 8.59141e-05 0.000114156 0.000114061 8.94361e-05 0.000107259 0.000154936 8.15721e-05
threshold=0.088565000000000019 0.18936500000000003 -0.0088999999999999982 0.28937500000000005 -0.048794999999999991 0.089910000000000004 0.15100500000000003 -0.10486499999999999 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 8 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-9.7588545729893026e-05 0.00043322783952018856 -0.00067491847557028654 -0.00068272834906044891 0.00051043815216027114 -0.00096382779817089667 -0.0001863522316844258 -0.00033231942533011187 0.00076041239002734974 -8.8587056747474325e-05
leaf_weight=0.0013475937019426063 0.0010064242745223993 0.0010662913436615381 0.0016916485738528398 0.0011935529669925638 0.0010319452076866073 0.0013077607952413136 0.0017317106936779931 0.0013511537796889361 0.0018710983146941265
leaf_count=279 168 444 388 300 236 194 374 439 1088
internal_value=0 -0.000186535 -0.000141356 -5.50139e-05 -0.000473254 -0.000139871 4.74303e-05 0.000294756 -0.000370695
internal_weight=0 0.0125928 0.0115265 0.00914693 0.00237954 0.00795337 0.00439063 0.00265891 0.00356275
internal_count=3910 3742 3298 2783 515 2483 1007 633 1476
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=12
num_cat=0
split_feature=484 12 133 13 16 43 13 0 4 16 0
split_gain=0.000203258 6.5567e-05 7.70503e-05 0.000116294 7.74668e-05 7.16454e-05 9.28077e-05 0.000169941 0.000136605 7.19445e-05 5.08192e-05
threshold=-0.0043499999999999988 0.11655500000000001 0.08845500000000002 0.10924000000000002 0.25185000000000007 -0.083684999999999996 -0.090744999999999978 -0.087899999999999992 -0.0010999999999999996 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 -8 -10 -7
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00083315487996291971 0.00055005090816487464 -0.00036907709660490749 -0.00039861537557758206 0.00062617747374724066 -0.00044766658719004143 9.1690092215034082e-05 0.00071194134183526323 -0.00073675492767672369 -0.00044995585097329583 0.0002002690423116191 0.00069820273820171545
leaf_weight=0.0010752885079731598 0.0012873539729832753 0.0012789370467257517 0.0010928846606678136 0.001655571806232616 0.0010202313918835542 0.0010850254907007308 0.00103529762612262 0.0012179046952906173 0.001327290550519669 0.0012901531732186439 0.0010404611742667854
leaf_count=612 359 155 713 153 292 144 165 725 202 99 291
internal_value=0 5.30541e-05 9.78493e-05 0.000147358 6.21531e-05 0.000124945 4.67213e-05 -0.000102465 0.000109021 -0.000129456 0.000388588
internal_weight=0 0.0133311 0.0120522 0.0109593 0.00930372 0.00828349 0.00699613 0.00487065 0.00365274 0.00261744 0.00212549
internal_count=3910 3298 3143 2430 2277 1985 1626 1191 466 301 435
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=11
num_cat=0
split_feature=147 159 0 16 42 15 12 2 4 1
split_gain=0.000102541 7.76782e-05 9.80195e-05 0.000124906 8.55749e-05 9.62649e-05 7.33093e-05 5.96298e-05 8.79144e-05 2.1559e-05
threshold=0.088565000000000019 -0.034019999999999988 -0.076734999999999984 0.15100500000000003 0.085330000000000003 1.0000000180025095e-35 0.091405000000000014 0.11230000000000001 0.0057500000000000008 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 7 -5 8 -3 -4
right_child=-2 2 3 6 -6 -7 -8 -9 -10 -11
leaf_value=-0.00055904685298232973 0.00059808832530446065 -0.0001302000253498998 0.00036721878016772848 -0.00043714229372964999 -0.00064930594353950269 -0.00060235166096129838 0.00020393480097997935 -0.00030904597371295611 0.00053943648091815222 0.00076771084002939121
leaf_weight=0.0010691480325770207 0.0010026519892370684 0.0014538476873734532 0.0010265743595157801 0.0011845854118095571 0.0011557656772639875 0.0010093959809816342 0.0016287381363922259 0.0011418536425089935 0.0015653690296691235 0.0010406186127189586
leaf_count=513 168 479 217 174 762 585 277 141 199 395
internal_value=0 -5.40673e-05 -5.89113e-06 0.000202887 -0.000166958 -5.91379e-05 -6.59988e-05 7.26354e-05 0.000216985 0.000568825
internal_weight=0 0.0122759 0.0112067 0.00488052 0.00632623 0.00517047 0.00281332 0.00416107 0.00301922 0.00206719
internal_count=3910 3742 3229 1063 2166 1404 451 819 678 612
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=10
num_cat=0
split_feature=4 42 43 15 0 1 1 43 0
split_gain=2.03282e-05 4.31902e-05 5.79805e-05 7.75123e-05 0.000112619 0.00012969 7.19764e-05 1.01812e-05 2.95865e-06
threshold=0.28937500000000005 0.086825000000000013 0.0047600000000000012 -0.074174999999999977 -0.017269999999999997 0.10915500000000002 0.094485000000000013 -0.080224999999999977 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -3 -2
right_child=8 7 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.006384986556145624 0.012739888372691563 -0.022189963393747677 0.018446287028851378 -0.0051533037542264102 0.014077219641727751 -0.051611369130057275 0.029089508761911517 -0.0079948992375169208 0.0050958145540032146
leaf_weight=0.0011510018685627469 0.0010157320828442689 0.0010080510896366647 0.0015751071826756143 0.0014700159490820667 0.0011174302364061134 0.0010162822537172767 0.0011368822706670743 0.0010130390112623091 0.001009651448094083
leaf_count=433 130 328 322 972 226 89 188 926 296
internal_value=0 -0.00210665 0.00140359 -0.00315272 -0.0122919 -0.0241432 0.0112428 -0.0150749 0.00892933
internal_weight=0 0.00948781 0.00746672 0.00589161 0.00360373 0.0024863 0.00228788 0.00202109 0.00202538
internal_count=3910 3484 2230 1908 1287 1061 621 1254 426
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=11
num_cat=0
split_feature=484 474 160 133 133 42 47 1 16 16
split_gain=0.000192738 0.0001035 9.53994e-05 0.000118459 6.90983e-05 0.000108228 9.61361e-05 0.000152838 0.000124808 9.95355e-05
threshold=-0.0043499999999999988 0.085070000000000021 -0.080734999999999987 -0.0023199999999999996 0.088850000000000026 0.088115000000000013 0.096770000000000009 0.09112000000000002 -0.092014999999999986 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -9
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00083424749344061452 -0.00047429959618258157 0.00064993088243075808 -0.00053511945339118085 0.00086241733218112655 -0.00026570765406029037 0.00065646389652475562 0.0006487834487428943 -0.00063579541207360753 -4.3254452698318586e-05 8.9979104594739676e-05
leaf_weight=0.0010031983127921354 0.0014025524274594052 0.0010437717234744555 0.0011105909572829932 0.001053690872134222 0.0013634359180207329 0.001666082805872016 0.0010110596357395946 0.001617718630599146 0.0013152055985995465 0.0013187165244811822
leaf_count=612 572 298 820 73 572 233 84 150 227 269
internal_value=0 5.7988e-05 5.88827e-06 7.02969e-05 0.00014224 0.000211918 9.46601e-05 -1.09415e-05 0.000359591 -0.000309859
internal_weight=0 0.0129028 0.0118591 0.0104565 0.00934591 0.00798247 0.00631639 0.00530533 0.0023689 0.00293644
internal_count=3910 3298 3000 2428 1608 1036 803 719 300 419
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=11
num_cat=0
split_feature=147 52 15 133 160 16 16 4 4 52
split_gain=8.35888e-05 7.34358e-05 7.50732e-05 6.26761e-05 0.000118096 7.53118e-05 7.24012e-05 0.000117672 0.00019148 2.10847e-05
threshold=0.088565000000000019 0.18936500000000003 -0.24219999999999997 -0.0023199999999999996 -1.0000000180025095e-35 -0.41163499999999992 0.15100500000000003 -0.060264999999999992 0.0051950000000000008 0.091210000000000013
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 9 8 -10 -11
leaf_value=0.00049430479376172669 0.00053159870868847779 -0.0005509905496592296 -0.00047352063133956662 -0.00055091858674663691 -0.00040987792525545809 0.00076542188188830171 -0.00025866409369050059 -0.00052604318448310871 0.00050252171959866226 0.00010874370019084313
leaf_weight=0.0010505750147555394 0.0010268425472435743 0.0010333803125484051 0.0012184503646374889 0.0012854810437397555 0.0010086135548380585 0.0014795378918037593 0.0014310496347152042 0.0011706920098511929 0.0017156115141080861 0.0010347376345407611
leaf_count=282 168 444 955 544 117 502 391 351 130 26
internal_value=0 -5.04916e-05 -5.10171e-06 -5.58224e-05 -5.21182e-08 9.02676e-05 0.000164108 0.000315808 8.53332e-05 -0.000104486
internal_weight=0 0.0124281 0.0113947 0.0103442 0.00912572 0.00784024 0.00683163 0.00436584 0.0028863 0.00246579
internal_count=3910 3742 3298 3016 2061 1517 1400 983 481 417
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 15
split_gain=2.05756e-05 3.6449e-05 0.00010627 7.82333e-05 0.000103398 6.09762e-05 4.70696e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.10071499999999999
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=-0.0041749972631967888 -0.013792902231532334 -0.010345066539760441 0.026650555900893304 0.0071753509026778088 0.029855161011802103 -0.021008526741647653 -0.029811339625340313
leaf_weight=0.0016258011613106175 0.0010100547859178037 0.0014003386928058139 0.0017427258970744307 0.0019502648185849365 0.0012622681620969353 0.0012659207377164225 0.0012800866483909342
leaf_count=383 254 105 587 1041 88 737 715
internal_value=0 0.00114873 0.0101678 -0.00269014 0.00560102 -0.00391809 -0.0154682
internal_weight=0 0.0105274 0.00314306 0.00738434 0.00447845 0.00321619 0.00290589
internal_count=3910 3656 692 2964 1866 1778 1098
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=12
num_cat=0
split_feature=484 4 0 1 157 49 3 2 43 15 0
split_gain=0.000144285 6.30293e-05 7.41314e-05 0.000100336 0.000122661 9.21222e-05 0.000194223 0.000187378 7.83071e-05 0.000100783 2.30408e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062539999999999984 0.093945000000000015 0.11818000000000002 0.087995000000000004 -0.079109999999999986 -0.087844999999999993 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 7 8 -6 -10 -3
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00071450815054541997 -0.00040349772685663061 -0.00055929276615818764 0.00051350524832748155 0.00077631161765007064 -0.00052859793522036611 0.00057739167061116579 -0.00081502968773803893 0.00065306919180317463 -0.00032168996062647491 0.00051158368176037496 -0.00014307561117606646
leaf_weight=0.0010124232776881513 0.0010608141209362916 0.0010236895608904673 0.0014328752675567555 0.0010032031048051657 0.0012983549892097773 0.0010677599284661847 0.0010499077591996486 0.001659848648668243 0.0011669331029864566 0.0010694981480779229 0.0010217078861339208
leaf_count=612 152 801 152 190 219 129 148 270 108 390 739
internal_value=0 5.43053e-05 9.54833e-05 3.76724e-05 0.000133371 4.51629e-05 -4.58433e-05 0.00010962 -0.000145571 7.67952e-05 -0.000351386
internal_weight=0 0.0128546 0.0117938 0.0103609 0.00831551 0.0073123 0.00624454 0.00519463 0.00353479 0.00223643 0.0020454
internal_count=3910 3298 3146 2994 1454 1264 1135 987 717 498 1540
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=11
num_cat=0
split_feature=484 474 52 160 12 2 151 4 4 0
split_gain=0.000158718 7.14068e-05 8.2014e-05 9.75745e-05 0.000113033 9.47038e-05 9.1726e-05 0.000127289 0.000156535 0.000103716
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 -1.0000000180025095e-35 0.11655500000000001 0.091985000000000011 -0.0088999999999999982 0.17888000000000001 -0.0021099999999999995 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 8 9 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00074531429130761135 7.5034438595426051e-06 0.00053119381083967395 -0.00060442583574430331 -0.00038444436708817952 -0.00058804415219970859 0.00074222519947533621 0.00064891231070833273 0.00067309139844611823 -0.00050274128747178012 -0.00013844741771015407
leaf_weight=0.0010359965490301893 0.0016868764054569305 0.0010953127417953719 0.001193541153293458 0.0012784318158029512 0.0010969005768741271 0.0011238850650689388 0.001456807893279421 0.0015619052853039928 0.0014476483873047882 0.0011517383274264326
leaf_count=612 300 318 547 170 82 360 999 257 218 47
internal_value=0 5.19463e-05 8.19421e-06 -8.14764e-05 -3.39205e-06 0.000301282 8.95975e-05 0.000197469 1.4322e-05 0.000301273
internal_weight=0 0.013093 0.0119977 0.00918697 0.00799343 0.00281076 0.00689653 0.0056181 0.00405619 0.00260855
internal_count=3910 3298 2980 2320 1773 660 1691 1521 1264 1046
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 12 3 1 12
split_gain=8.55109e-05 5.56849e-05 7.09968e-05 6.59438e-05 8.74112e-05 9.9914e-05 0.000137555 7.88017e-05 5.26073e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.086650000000000019 0.085185000000000025 0.11818000000000002 0.086430000000000021 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00054060661419259512 0.00044925828192100576 0.00047405584667017985 -5.5674482567446102e-05 -0.00041575386681155861 -0.00018521983933813833 0.00052015470820692777 -0.0005347206532622669 0.00051045371791025686 -0.00063602941353478821
leaf_weight=0.0010427033162577664 0.0012242419987315125 0.0010590535732267299 0.0014981154905017516 0.0016004091810639847 0.0010358921606034468 0.0018936795777666025 0.0013533979927998208 0.0015821362170322967 0.0010022532513594157
leaf_count=627 367 216 198 342 196 718 108 252 886
internal_value=0 4.43182e-05 3.64707e-06 -5.10933e-05 1.86704e-05 0.000149538 -2.71818e-05 0.000235192 -0.000288305
internal_weight=0 0.0122492 0.0111901 0.00996588 0.00836547 0.00586511 0.00397143 0.00261803 0.00250037
internal_count=3910 3283 3067 2700 2358 1274 556 448 1084
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=11
num_cat=0
split_feature=484 15 13 49 13 1 15 42 48 0
split_gain=7.66608e-05 4.9762e-05 5.4704e-05 7.36104e-05 8.03665e-05 6.85148e-05 6.31411e-05 8.55553e-05 6.82582e-05 9.99187e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.42334499999999992 0.073145000000000016 -0.083514999999999992 0.091560000000000016 1.0000000180025095e-35 0.060615000000000009 0.085265000000000021 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.00051330672443089976 0.00041020949444761472 -0.00041231975976792541 -4.024011482797768e-05 0.00048268418966238339 0.00078960242626203634 0.00065546033126197571 -0.00048401952370325153 -0.00044993079674998361 -0.00026592203914803494 -1.6395108269407557e-05
leaf_weight=0.0010549781746582417 0.0012383403957823549 0.0011335924445596236 0.0011042136417406851 0.0012721239693699151 0.0010097958275821634 0.0010732322405276585 0.0015093061067289444 0.0013286366315541304 0.0011272335184993143 0.0014270048148696955
leaf_count=627 278 79 462 558 100 151 1008 232 163 252
internal_value=0 3.75912e-05 -4.4136e-06 4.25231e-05 -2.27423e-05 0.000302661 -0.000133419 -2.52642e-05 0.000133047 0.000317606
internal_weight=0 0.0122235 0.0109851 0.00985155 0.00857942 0.00217745 0.00640198 0.00489267 0.00356403 0.0024368
internal_count=3910 3283 3005 2926 2368 613 1755 747 515 352
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=10
num_cat=0
split_feature=484 484 42 43 3 16 16 51 4
split_gain=6.58944e-05 4.5759e-05 5.69556e-05 7.64018e-05 7.76655e-05 7.73969e-05 0.000101067 0.000109273 0.000131448
threshold=-1.0000000180025095e-35 0.088645000000000015 -1.0000000180025095e-35 -0.074254999999999988 -0.075954999999999981 0.15737500000000001 -0.014099999999999998 0.077145000000000005 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00047819599665297244 -0.00025350155702585632 -0.00036959627716250554 0.00015811267751576543 -0.00078263173815062666 0.00083656724882423864 -0.00048880306541874367 0.00065761879801578031 0.00038532333652538782 7.8046973641230171e-05
leaf_weight=0.0010593448893183146 0.0017825268910067167 0.0010023809852307041 0.0018409525107461328 0.0011069927750414434 0.0010016640017995919 0.0010038291241416392 0.001028285723491465 0.0016107823689616415 0.0017780063392481978
leaf_count=627 958 329 419 490 273 226 179 187 222
internal_value=0 3.16982e-05 6.77646e-05 0.000128878 0.000397182 1.20433e-05 0.000103057 -2.3784e-05 -0.000252201
internal_weight=0 0.0121554 0.011153 0.00937051 0.00284262 0.0065279 0.00552407 0.00449578 0.002885
internal_count=3910 3283 2954 1996 692 1304 1078 899 712
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=10
num_cat=0
split_feature=1 13 2 0 2 3 14 13 48
split_gain=2.22078e-05 4.97241e-05 7.48719e-05 3.69929e-05 7.23986e-05 8.43947e-05 7.99197e-05 7.52769e-05 8.43714e-05
threshold=0.076710000000000014 0.083175000000000013 0.097360000000000016 -0.017269999999999997 1.0000000180025095e-35 -0.074234999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 -8 -9
right_child=3 -3 -4 -5 6 -7 7 8 -10
leaf_value=-0.03343200841232459 0.0061067426787149975 0.011979635674989471 0.001388235893428968 0.018940289988089037 -0.017437752804649966 -0.031512509945424809 0.036117756254966042 0.022047363960190764 -0.015082273385240994
leaf_weight=0.0011292397272720609 0.0011072826283810998 0.0010028087816662144 0.0013627451569575358 0.0011972500174991943 0.0010161596666209563 0.0012923568134079529 0.0010989479819378352 0.0013048429964610756 0.0011526019997914853
leaf_count=1383 545 186 439 336 144 283 304 169 121
internal_value=0 -0.00682377 -0.0143905 0.00270144 -8.70648e-05 -0.0141536 0.00729494 0.0143617 0.00463265
internal_weight=0 0.00349479 0.00249198 0.00816944 0.00697219 0.00239964 0.00457255 0.00355639 0.00245744
internal_count=3910 2008 1822 1902 1566 828 738 594 290
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=9
num_cat=0
split_feature=1 123 457 151 52 0 43 1
split_gain=2.2859e-05 3.5475e-05 3.79997e-05 5.02096e-05 5.52191e-05 6.83014e-05 6.30429e-05 0.000102964
threshold=0.13662500000000002 1.0000000180025095e-35 0.041935000000000007 -0.0017399999999999998 0.092885000000000009 -0.053834999999999994 -0.019509999999999996 0.095575000000000007
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=-0.026504914445673503 0.014153747034017018 0.015697199350083915 0.011201923875694166 0.025097518190387764 -0.018151712630728394 -0.01674240172554935 -0.023837651568565339 0.018832129737244397
leaf_weight=0.0010561105200149043 0.0010206712524067638 0.0010756314700548142 0.0014902177104121157 0.0014963610974336916 0.0018067469909165404 0.0013946186227377548 0.0010727941596259121 0.0011959601410255725
leaf_count=346 225 276 276 838 701 332 767 149
internal_value=0 -0.00151625 -0.0034626 -0.00618658 -0.00310634 0.00216199 0.00916427 -0.00134453
internal_weight=0 0.0105884 0.00951281 0.00802259 0.00696648 0.00515973 0.00376512 0.00226875
internal_count=3910 3685 3409 3133 2787 2086 1754 916
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 3 12 15
split_gain=2.07223e-05 3.0578e-05 8.7515e-05 6.7971e-05 8.70235e-05 5.3161e-05 6.63401e-05 4.13603e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.016619999999999996 0.084695000000000006 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0036556133720605346 -0.013767828400607515 -0.0091022827739520272 0.024446417659946412 0.024354397425032384 0.027658843831938031 -0.022180744688067619 -0.010455763593700188 -0.027647335561803432
leaf_weight=0.0016338810324957186 0.0010156762249316159 0.001406232792664164 0.0017392409812365245 0.0010065172786301092 0.0012625631165135614 0.0010205099884123079 0.0012004193975109112 0.0012826448516544725
leaf_count=383 254 105 587 306 88 158 1314 715
internal_value=0 0.00118754 0.00944795 -0.00232057 0.00540025 -0.00330721 0.0054201 -0.0142068
internal_weight=0 0.010552 0.00314547 0.00740654 0.00449001 0.00322745 0.00220694 0.00291653
internal_count=3910 3656 692 2964 1866 1778 1620 1098
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=12
num_cat=0
split_feature=484 4 0 15 43 4 43 3 13 0 47
split_gain=0.000175138 7.16349e-05 7.75067e-05 9.29112e-05 0.000140007 0.000297807 8.11253e-05 7.49384e-05 7.45366e-05 6.76362e-05 6.64272e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.079109999999999986 -0.00072999999999999985 -0.019509999999999996 -0.074234999999999982 -0.037444999999999992 -0.230625 0.089945000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -5 -7 -3 -9 -11
right_child=1 2 -4 6 5 7 -8 9 -10 10 -12
leaf_value=-0.00078973870120995198 -0.00043905654889259056 -0.00067166731708351085 0.0005129199111257273 9.1811578115669911e-05 0.00099397989703107646 0.00044940500149292438 -0.00066076062630962139 0.00023446716213837174 4.2752444605604659e-05 -0.00069369112848317828 9.3096017747684982e-06
leaf_weight=0.0010316705671645299 0.001061156561616732 0.0010468950999168794 0.0014780585318404657 0.0010005054081206194 0.0016513694533198536 0.0011494088598151468 0.0012249559924037154 0.0012169139364621722 0.0012108714742904486 0.0010513812977939125 0.001016279584466824
leaf_count=612 152 403 152 534 265 215 768 92 293 336 88
internal_value=0 4.93376e-05 9.2359e-05 3.35418e-05 0.000128493 0.00028321 -0.000322425 1.84944e-05 -0.000288514 -0.000132299 -0.000348158
internal_weight=0 0.0131078 0.0120466 0.0105686 0.00834312 0.00608535 0.00222546 0.00443398 0.00225777 0.00328457 0.00206766
internal_count=3910 3298 3146 2994 1692 996 1302 731 696 516 424
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=10
num_cat=0
split_feature=4 42 15 3 12 2 51 43 2
split_gain=2.23134e-05 3.45644e-05 6.23928e-05 6.76534e-05 5.28929e-05 6.10947e-05 4.42081e-05 1.56854e-05 4.24943e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.10628499999999998 0.051320000000000005 0.086245000000000002 0.08482000000000002 -0.08040499999999999 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -3 -2
right_child=8 7 -4 4 -6 6 -8 -9 -10
leaf_value=0.025804978477287868 0.0046698177024774032 -0.02258270694834635 -0.020675130098154037 0.021818089392202991 -0.018943404035476979 -0.016170104912979606 0.010460218403120615 -0.0050379283464416181 0.013772676294353893
leaf_weight=0.0012386971381494012 0.0010006288651053595 0.0010068445066614465 0.0011289544499305387 0.001427116896618473 0.0011671756426229569 0.0013737565951716527 0.0011412358572226149 0.0010317137950632579 0.0010519851486809949
leaf_count=212 171 320 799 165 679 251 124 934 255
internal_value=0 -0.00216082 0.000986199 0.00483855 -0.00024456 0.00529177 -0.00408598 -0.0137033 0.00933512
internal_weight=0 0.00951549 0.00747694 0.00634798 0.00510928 0.00394211 0.00251499 0.00203856 0.00205261
internal_count=3910 3484 2230 1431 1219 540 375 1254 426
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=10
num_cat=0
split_feature=50 133 12 156 160 52 47 12 52
split_gain=2.187e-05 5.00624e-05 5.96039e-05 5.68837e-05 8.10413e-05 5.64415e-05 5.42612e-05 7.77387e-05 3.9043e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.083375000000000019 0.087825000000000014 -0.080899999999999986 0.09252500000000001 0.095565000000000011 0.071660000000000015
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=-0.017176155671176002 -0.013673589968757616 -0.018503945090126286 0.032950631567483867 -0.013933635314721729 -0.015406787910905965 0.013270134719749267 -0.011040792046501838 -0.0066169505486900803 0.038391086522663043
leaf_weight=0.0011917968689923652 0.0010775564983391194 0.001138722987819858 0.001317064070511696 0.0011406493621590992 0.00105344555372549 0.0013155002362388243 0.0010072486516887929 0.0011234357308898216 0.0011680078653935125
leaf_count=346 715 729 252 380 228 329 149 213 569
internal_value=0 0.0012889 0.00370794 0.00677114 0.0101524 0.0146919 0.00948019 0.0152107 0.0250847
internal_weight=0 0.0104559 0.00931715 0.00812535 0.0069847 0.00593126 0.00461419 0.00360694 0.00248351
internal_count=3910 3195 2466 2120 1740 1512 1260 1111 898
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=10
num_cat=0
split_feature=150 151 4 151 52 15 13 13 13
split_gain=2.21745e-05 6.41166e-05 8.77063e-05 5.45654e-05 5.17467e-05 7.38743e-05 9.2933e-05 3.68175e-05 3.25256e-05
threshold=0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.051109999999999996 0.11401500000000002 -0.064869999999999983 -0.0019849999999999994 -0.13934999999999997 0.14810000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 7 -7 -8
right_child=3 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.023331980095815361 0.0261928451357289 -0.019584674514658812 0.026481426296136801 -0.0048573982307403337 -0.023696501460968269 0.0074851268354047115 -0.021316190179488041 0.03314740250896827 0.0036729082219254536
leaf_weight=0.0012512984661141773 0.0010036094470690896 0.0013950090536587667 0.0011561174368491097 0.001297859586954751 0.0010525904391390124 0.0010608900871631479 0.0010008649186411529 0.0011819083503201233 0.0010860702268860635
leaf_count=412 270 618 290 183 493 87 433 1000 124
internal_value=0 -0.00229409 0.0010241 0.00868279 -0.00331856 0.000428264 0.00687629 0.0210086 -0.00831151
internal_weight=0 0.00918475 0.00793345 0.00230147 0.00677733 0.00572474 0.00432973 0.0022428 0.00208694
internal_count=3910 3457 3045 453 2755 2262 1644 1087 557
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=11
num_cat=0
split_feature=484 15 43 4 0 47 159 49 0 2
split_gain=0.000179347 6.1533e-05 9.3948e-05 0.00016293 9.5133e-05 0.000117261 6.9351e-05 8.03297e-05 4.88643e-05 6.02895e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.079109999999999986 -0.00072999999999999985 -0.10462499999999998 0.078345000000000012 0.073745000000000019 -0.006494999999999999 0.0059850000000000016 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -3 9 -9
right_child=1 6 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0008018627127356437 -0.0002232922990643579 -0.00059246888410626939 0.0010203463147614017 0.00026824329498244492 0.00056439554003344752 -0.00055874800586013765 0.00035925655346050292 -0.00017064067555419828 -0.00028193411298535015 0.00050367986973199501
leaf_weight=0.0010210245930911644 0.0016621568620946037 0.0013644832781123757 0.0010061406948939366 0.0016027422717649442 0.0013520791220931641 0.0011197268993669296 0.0010917348020330966 0.0010149074260401756 0.0017023686199616819 0.0010241869584105803
leaf_count=612 542 206 196 194 391 100 211 707 163 588
internal_value=0 5.17269e-05 0.000181356 0.000313737 0.000139252 -7.18907e-05 -8.93042e-05 -0.000185214 -3.6691e-05 0.000168054
internal_weight=0 0.0129405 0.00674285 0.00508069 0.00407455 0.00272247 0.00619768 0.00510595 0.00374146 0.00203909
internal_count=3910 3298 1423 881 685 294 1875 1664 1458 1295
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 1 42 2 3 4
split_gain=8.97094e-05 5.05684e-05 7.23086e-05 6.61164e-05 8.5509e-05 8.27508e-05 0.00013685 7.74488e-05 5.9205e-05 4.93217e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.090905000000000014 0.084100000000000022 0.091985000000000011 0.045635000000000002 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -7 -10
right_child=1 -3 3 4 -6 8 -8 -9 9 -11
leaf_value=-0.00055158578969800723 0.00046290937769856872 0.00046148502427091165 -0.00050120467767942299 0.00021885634522585153 -0.00046127759934468901 0.00015529426250567436 -0.00026847417343733648 0.00090531243379016928 -0.00064276357796949418 -3.9126805264552425e-05
leaf_weight=0.001049037064429899 0.0011947327266293517 0.0010310722137748382 0.0010989717238261776 0.0012980804846396271 0.0012698904727021345 0.0017266939029553889 0.0011270359935747652 0.0012312863289798415 0.0010232703545065558 0.0010589836356885152
leaf_count=627 367 216 863 208 163 489 725 61 96 95
internal_value=0 4.62269e-05 7.40535e-06 -4.79326e-05 9.09305e-06 8.91053e-05 0.000299806 0.000553021 -0.000113157 -0.000335769
internal_weight=0 0.01206 0.0110289 0.00983421 0.00873524 0.00746535 0.0036564 0.00252937 0.00380895 0.00208225
internal_count=3910 3283 3067 2700 1837 1674 994 269 680 191
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=10
num_cat=0
split_feature=11 49 157 160 43 13 1 16 49
split_gain=2.28767e-05 3.56415e-05 6.13522e-05 8.01818e-05 7.49389e-05 6.49089e-05 5.97919e-05 7.38923e-05 3.24407e-05
threshold=0.077330000000000024 0.093425000000000022 -0.06588999999999999 -1.0000000180025095e-35 -0.073139999999999983 -0.0101 0.090820000000000012 -0.091624999999999984 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -8
right_child=-2 -3 3 4 6 -7 8 -9 -10
leaf_value=0.022313063415778704 -0.013141320250811068 0.017893616805826473 -0.02798217506815729 0.029073923723897301 0.023261795478385531 -0.0019011005523132303 -0.0072378185994551513 -0.013642610619811335 -0.032287481567609376
leaf_weight=0.0010305738868663572 0.0012029239384223145 0.0011663619633911744 0.0011556056969638795 0.0013428330229060203 0.0010257487387532167 0.0013634047862374093 0.0010148505744211403 0.0011517572224417547 0.0010538641855676332
leaf_count=411 279 521 691 322 225 315 136 697 313
internal_value=0 0.00143179 -0.000669223 -0.00359038 0.00046391 0.0134687 -0.0078244 0.0037418 -0.0199989
internal_weight=0 0.010305 0.00913864 0.00810806 0.00695246 0.00270624 0.00424622 0.00217751 0.00206871
internal_count=3910 3631 3110 2699 2008 637 1371 922 449
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 12 42 4 52 16
split_gain=0.000161849 6.04174e-05 9.31945e-05 9.05022e-05 0.000123495 7.37113e-05 9.38004e-05 7.48039e-05 9.32793e-05 5.19155e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.085775000000000004 -0.00072999999999999985 -0.084699999999999984 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00076531460304196382 0.00061409482001732935 0.00048418508362858484 -0.00054916711139278913 -0.00010516092685155506 -0.00059265204702516039 0.00057955755093260463 -0.00043358834504469529 -0.00033918750425508681 0.00061951271269374756 0.00017145876088053085
leaf_weight=0.0010140533057408649 0.0010307184744068566 0.0011167377627818867 0.0010545396885841404 0.0010876660789970361 0.0011756454743541362 0.0010212406521115467 0.0014295674952630013 0.0015603384048651983 0.0018350859932451044 0.0015025467175863107
leaf_count=612 156 216 117 307 476 281 692 211 665 177
internal_value=0 4.84373e-05 6.83678e-06 6.19283e-05 2.71865e-06 8.56854e-05 1.76681e-05 0.000125443 0.000349834 -8.86819e-05
internal_weight=0 0.0128141 0.0116973 0.0106428 0.00961209 0.00843645 0.0074152 0.00598564 0.00292275 0.00306289
internal_count=3910 3298 3082 2965 2809 2333 2052 1360 972 388
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 1 12 52 16 1
split_gain=9.92951e-05 5.307e-05 7.43473e-05 7.92642e-05 8.17044e-05 8.17155e-05 0.00010886 9.51356e-05 9.13602e-05 2.1325e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.11052000000000002 0.090385000000000007 0.084240000000000023 -0.055679999999999993 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00058074684557125054 0.00045008083841317065 0.00045276238200209039 -0.00054245655463678558 0.00063358403130485386 -0.00044343143334536593 -0.00028759847338345176 0.00064738499202992292 -0.00046416451116697142 -0.00024924850094023378 0.00025198623120276645
leaf_weight=0.0010847467651750988 0.0012499480621830537 0.0010816161835585621 0.0011459695232137251 0.0010467741198157427 0.0013360899638973347 0.0017813146807015238 0.0015039717254267185 0.0010968065054749974 0.001155252032689247 0.0012183715515349247
leaf_count=627 367 216 863 167 163 255 405 331 404 112
internal_value=0 3.74698e-05 -1.47308e-06 -5.63534e-05 4.60354e-06 8.13246e-05 0.000190467 3.83398e-05 0.000199476 0.000428331
internal_weight=0 0.0126161 0.0115345 0.0102846 0.00913858 0.00780249 0.00602118 0.0045172 0.0034204 0.00226515
internal_count=3910 3283 3067 2700 1837 1674 1419 1014 683 279
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=9
num_cat=0
split_feature=1 0 4 4 12 15 13 2
split_gain=2.35735e-05 4.89966e-05 3.23072e-05 4.96456e-05 6.43523e-05 6.5791e-05 4.70907e-05 3.21847e-05
threshold=0.076710000000000014 -0.070894999999999986 0.0057500000000000008 0.055260000000000011 0.10333000000000002 -0.14676499999999995 -0.00059999999999999995 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -2 -3
right_child=2 7 3 4 -6 -7 -8 -9
leaf_value=-0.024478278982594647 0.008651921535124776 0.012888880205283594 0.026800703392229636 0.013636647032075247 0.023476048503085649 -0.017406150268062758 -0.016354250017878429 -0.010400101513249781
leaf_weight=0.0010962491691526269 0.0013544979270659003 0.0011704845518084204 0.00107919022112092 0.0011230786241913681 0.0010732191540378314 0.00174121601346913 0.0016960655718439291 0.0012035792715049654
leaf_count=1642 730 105 122 291 95 229 435 261
internal_value=0 -0.00699228 0.0028642 0.00779898 0.002591 -0.00523439 -0.00525112 0.00108206
internal_weight=0 0.00347031 0.00806727 0.0050167 0.00393751 0.00286429 0.00305056 0.00237406
internal_count=3910 2008 1902 737 615 520 1165 366
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 2 2 0 4 52
split_gain=7.64245e-05 4.1466e-05 6.60236e-05 5.00778e-05 7.8608e-05 6.25751e-05 8.9298e-05 0.00014183 9.35229e-05 9.17459e-05 3.7191e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.16369999999999998 0.10898500000000001 -0.0088999999999999982 0.087995000000000004 0.11203000000000002 -0.070604999999999987 0.044585000000000007 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 9 8 -8 -7 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00051158334022705922 0.00046467048546193376 0.00041267417345194614 -0.00047346037434924272 3.8221201507753902e-05 -0.00048620742344698196 -0.00046375479702183078 0.0010426250094030035 -0.00015293728250286083 0.00024299954123629787 0.00031479513499578141 -0.00048703542480685221
leaf_weight=0.0010598990498960877 0.0010099813372308883 0.0010356996322565199 0.0010179619810671324 0.0010522336023252132 0.0011029040051498329 0.001316083613325534 0.0011994585771983016 0.0012621700734487483 0.0010587034676001956 0.001043211186524846 0.0010213017851642323
leaf_count=627 176 216 116 237 472 880 429 236 190 125 206
internal_value=0 3.74755e-05 2.41664e-06 5.05413e-05 4.35533e-06 7.23841e-05 0.00017567 0.000373492 0.000667733 -0.000119503 -0.000220489
internal_weight=0 0.0121197 0.011084 0.010066 0.00905607 0.00795316 0.00587963 0.00352033 0.00225816 0.00235929 0.00207354
internal_count=3910 3283 3067 2951 2775 2303 1860 855 619 1005 443
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=9
num_cat=0
split_feature=1 123 0 3 2 3 0 15
split_gain=2.3209e-05 3.90193e-05 3.26398e-05 9.43614e-05 5.32618e-05 9.95023e-05 6.12398e-05 6.11598e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.053834999999999994 -0.115685 0.113945 0.096385000000000012 -0.089879999999999974 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0064081913916932383 0.014331449345328644 0.016555837554741954 0.0033841435194936599 -0.033789931791427606 -0.016301857127169056 0.031390503229026631 0.014720075977293474 -0.024381093661294363
leaf_weight=0.0011272780701520799 0.001016853148978863 0.0010756317595687773 0.0015843578775537499 0.0012000216933021743 0.0015035623155796232 0.0011245121216636247 0.00139123307930705 0.0015084938847351452
leaf_count=294 225 276 203 266 255 102 1828 461
internal_value=0 -0.00148992 -0.00354625 -0.0126373 0.00025729 0.00509037 -0.00225375 -0.011213
internal_weight=0 0.0105151 0.00943946 0.00278438 0.00665508 0.00515152 0.00402701 0.00263577
internal_count=3910 3685 3409 469 2940 2685 2583 755
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=9
num_cat=0
split_feature=14 2 40 4 3 2 48 12
split_gain=2.00074e-05 5.78925e-05 6.99386e-05 7.07287e-05 9.41996e-05 4.99564e-05 4.05622e-05 3.50842e-05
threshold=-0.076254999999999989 0.10946500000000002 -1.0000000180025095e-35 -0.0037349999999999992 0.0039000000000000003 0.090905000000000014 0.11028500000000001 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 -4 -3 -5
right_child=1 6 3 4 -6 -7 -8 -9
leaf_value=-0.013515959641298873 -0.026260344511504718 0.023537053146185895 0.00066349115835415476 -0.016297416020318509 0.030001692399568805 -0.025414888940833266 -0.0019382136388257862 0.008664588113545332
leaf_weight=0.0010117123307120173 0.0011198139767894756 0.0016599638937411102 0.0016841548356997026 0.0010349248689612922 0.0014370895336160107 0.0013027926235774439 0.0010024441285521359 0.0012349283337844603
leaf_count=179 250 509 1571 386 121 513 144 237
internal_value=0 0.00121006 -0.00312924 0.00074034 0.00996742 -0.0107109 0.0139452 -0.00271668
internal_weight=0 0.0104761 0.0078137 0.00669389 0.00370694 0.00298695 0.00266241 0.00226985
internal_count=3910 3731 3078 2828 744 2084 653 623
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=10
num_cat=0
split_feature=484 474 160 133 13 151 4 4 16
split_gain=0.000163147 5.51427e-05 5.59703e-05 0.000131244 5.81918e-05 8.59172e-05 0.000104019 0.000206139 0.000122388
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00077226440405763321 -0.00037994482849675764 0.00047669521410702206 -0.00058117569226545239 -0.00018397309140225622 -0.00025949604440367872 0.00075861297251475284 0.00069331795800692557 -0.000537919006799324 -4.9977450398924245e-05
leaf_weight=0.0010034933418339451 0.0012604266272533598 0.0010629196340173419 0.0011004215985757166 0.0017504885595695796 0.0012347695507087192 0.001708716466720405 0.0018725100642181186 0.0012279597492920774 0.0012433622355541736
leaf_count=612 556 318 820 302 145 505 273 174 205
internal_value=0 4.95614e-05 9.7314e-06 5.81776e-05 0.000136024 0.000198612 0.000309261 0.000137217 0.000418049
internal_weight=0 0.0124616 0.0113987 0.0101382 0.00903781 0.00780304 0.00605255 0.00418004 0.00295208
internal_count=3910 3298 2980 2424 1604 1459 1157 884 710
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=9
num_cat=0
split_feature=376 1 150 47 2 1 12 151
split_gain=1.88251e-05 4.10363e-05 6.20166e-05 5.14631e-05 6.08501e-05 4.88989e-05 0.000103107 4.16155e-05
threshold=0.048375000000000008 0.12864500000000004 0.083205000000000015 0.09252500000000001 0.084235000000000018 0.10521500000000002 0.091405000000000014 -0.051109999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=0.011716523442185135 0.011497295330866693 0.014135755523847257 0.025250795317925942 -0.027074025236402517 -0.035637099880229964 0.0071770766539332037 0.0026345700450291542 -0.0032881009751953524
leaf_weight=0.0016230597166633828 0.0012499786194574538 0.0014415000792925422 0.0010370947688779527 0.0012425014001097483 0.0015405768057145581 0.0010424683948785547 0.0012962157137942141 0.0010071525398841221
leaf_count=740 206 276 230 318 1102 161 715 162
internal_value=0 -0.00150287 -0.00406777 -0.00869226 -0.0045414 -0.0113436 -0.0181496 0.0111904
internal_weight=0 0.0102306 0.00878907 0.00674482 0.00550232 0.00387926 0.00283679 0.00204425
internal_count=3910 3704 3428 3036 2718 1978 1817 392
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=12
num_cat=0
split_feature=484 48 0 4 0 48 42 43 16 15 43
split_gain=0.000217716 6.65789e-05 0.000103054 0.000103525 6.63439e-05 8.09201e-05 0.000139417 9.31956e-05 0.000117557 6.48024e-05 3.23458e-05
threshold=-0.0043499999999999988 0.11930500000000001 -0.23029999999999998 0.28937500000000005 -0.14808999999999997 0.086065000000000016 0.084100000000000022 0.0047600000000000012 0.15100500000000003 -1.0000000180025095e-35 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 -8 -6
right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12
leaf_value=-0.00086085750501683188 0.00059733761790382791 -0.00041960160724248641 -0.00050517703327308393 0.00051605510406267717 0.00045791475307370227 0.00046644807957713937 -0.00082447157938070597 0.00053026615320971927 -0.00057943859711058173 -0.00014866075513770348 -3.4725358718824437e-05
leaf_weight=0.0010763130526801638 0.0014022539315253742 0.0010391134814843944 0.0010666178556092793 0.0014637678843121725 0.0010249736512625294 0.0012846832639738315 0.0010657420928388256 0.0014705635281679948 0.0011151930024906388 0.0011175157918560466 0.0010246664307748429
leaf_count=612 96 137 142 325 403 345 396 224 212 620 398
internal_value=0 5.65935e-05 9.77053e-05 3.18195e-05 -4.54773e-05 1.50316e-05 -7.00185e-05 0.0001224 -6.7118e-05 -0.000478553 0.000211632
internal_weight=0 0.0130751 0.012036 0.0106337 0.00916996 0.00810334 0.00681865 0.0046354 0.00316483 0.00218326 0.00204964
internal_count=3910 3298 3161 3065 2740 2598 2253 1237 1013 1016 801
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=8
num_cat=0
split_feature=0 16 0 160 49 0 1
split_gain=1.95809e-05 4.61957e-05 0.000105083 7.75386e-05 6.7387e-05 7.81184e-05 6.15227e-05
threshold=0.055865000000000005 -0.019979999999999994 -0.08824499999999999 -0.081069999999999989 1.0000000180025095e-35 -0.18087499999999998 0.10386500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5
right_child=-2 3 -4 6 -6 -7 -8
leaf_value=0.02290916724922018 0.0090827063401077556 0.013743933738818871 0.029075063272006707 -0.032959074191551689 -0.025625893469461147 -0.0090067374664019283 -0.004291465089441119
leaf_weight=0.001267352451395809 0.0019342031996422504 0.0010166828126617917 0.0012814591686262141 0.0014555803106211761 0.0010464346993609547 0.0019421109889315303 0.001541289061174087
leaf_count=139 255 341 1261 807 331 504 272
internal_value=0 -0.00195072 0.00397023 -0.0101197 -0.00358888 0.00359621 -0.0182153
internal_weight=0 0.00955091 0.00553736 0.00401355 0.0042559 0.00320946 0.00299687
internal_count=3910 3655 2235 1420 974 643 1079
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=10
num_cat=0
split_feature=50 160 124 13 150 4 52 16 1
split_gain=2.05019e-05 3.683e-05 4.1789e-05 7.75175e-05 5.76677e-05 6.92642e-05 7.50662e-05 4.7371e-05 4.44435e-05
threshold=0.086465000000000014 0.091575000000000017 -0.018779999999999995 -0.23438999999999996 0.086870000000000017 -0.034289999999999994 -0.077699999999999977 0.064860000000000015 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 -8
right_child=-2 -3 3 4 -6 6 8 -9 -10
leaf_value=-0.015141334047022257 -0.013202215463652342 -0.016762137677723037 0.030236395514383754 0.0063639324834817192 -0.018095616460855807 0.037217959321211344 -0.0052198837277839215 -0.023594433425862229 0.020266803414189443
leaf_weight=0.0010910597487304623 0.0010790909107256845 0.0010199050493153094 0.0011124673557918749 0.0010543515000120112 0.00120420668004212 0.0010164363299107896 0.0016263989962642781 0.0010568852522906645 0.0011810420993840288
leaf_count=271 715 318 139 982 258 269 455 342 161
internal_value=0 0.00128146 0.00325118 0.00568306 0.00185709 0.0059054 0.0139325 -0.00863323 0.00550193
internal_weight=0 0.0103628 0.00934285 0.00825179 0.00713932 0.00593511 0.00382388 0.00211124 0.00280744
internal_count=3910 3195 2877 2606 2467 2209 885 1324 616
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=9
num_cat=0
split_feature=3 16 0 47 15 43 13 0
split_gain=1.94167e-05 4.33552e-05 3.93422e-05 3.65882e-05 5.1968e-05 6.64132e-05 9.36568e-05 5.42761e-05
threshold=-0.16059999999999997 0.3935300000000001 0.048950000000000007 0.086425000000000016 0.079360000000000014 -0.080894999999999981 -0.073069999999999982 -0.15291499999999997
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=0.012824533419704723 -0.015372792266267483 -0.020974727150905939 0.01743777230352803 -0.014707752922607235 -0.016082233699407231 0.035698542486542965 0.014010460567850675 -0.014452003352817403
leaf_weight=0.0010586945007363289 0.001105327110241537 0.0010193617553985899 0.0012264037664459189 0.0017235738599576268 0.0013045591220543521 0.0011981529954094294 0.0016172163910103121 0.0011438640513278531
leaf_count=211 632 298 125 375 1373 448 134 314
internal_value=0 -0.0013946 0.000747154 -0.00178222 0.00171561 0.00630009 0.0123507 0.00221899
internal_weight=0 0.0103385 0.0093191 0.00809269 0.00636912 0.00506456 0.00395923 0.00276108
internal_count=3910 3699 3401 3276 2901 1528 896 448
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=8
num_cat=0
split_feature=39 42 3 15 13 0 2
split_gain=2.01593e-05 7.10881e-05 4.78893e-05 0.000100423 6.95823e-05 0.000105813 5.37508e-05
threshold=0.005105000000000001 0.091955000000000023 -0.100615 -0.016339999999999997 -0.083514999999999992 -0.12329499999999999 0.11203000000000002
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=0.036034778580137788 0.009190686981210559 -0.024294245629072703 0.012347517928238403 -0.0045979328707612859 0.011029736178211291 -0.036163670333758384 -0.018116053813306238
leaf_weight=0.001073419647041246 0.0019493779195555163 0.0012398366859396369 0.0018405308411396813 0.0014035907489736111 0.0016355897375845635 0.0011843358439442018 0.0010319928379047827
leaf_count=153 459 669 846 300 184 1222 77
internal_value=0 -0.00198246 0.00140369 0.0130104 -0.00364684 -0.0112893 -0.000245734
internal_weight=0 0.0094093 0.00816946 0.00247701 0.00569245 0.00385192 0.00266758
internal_count=3910 3451 2782 453 2329 1483 261
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=9
num_cat=0
split_feature=11 49 157 160 43 4 3 43
split_gain=2.29481e-05 3.56692e-05 5.27008e-05 6.30646e-05 7.66674e-05 6.97852e-05 0.000128429 5.8718e-05
threshold=0.077330000000000024 0.093425000000000022 -0.06588999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.0025899999999999994 0.096385000000000012 -0.089949999999999988
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=0.020839740491992088 -0.01323493693940346 0.018133882055947684 -0.025256740313040024 0.0011588644439380587 0.0075788162327143334 -0.040159338060201166 0.0049632233452671422 0.031599398872599299
leaf_weight=0.0010139380623888526 0.0011836738127659193 0.0011411680157815728 0.0011294890121707167 0.0015372379119095066 0.0017023392860343067 0.0013209235790866984 0.0012072928902117335 0.0010780776108637062
leaf_count=411 279 521 691 354 961 267 149 277
internal_value=0 0.00147982 -0.000634375 -0.00336446 0.00024751 -0.00807308 -0.0186121 0.013707
internal_weight=0 0.0101305 0.0089893 0.00797536 0.00684587 0.00423056 0.00252822 0.00261532
internal_count=3910 3631 3110 2699 2008 1377 416 631
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=9
num_cat=0
split_feature=1 0 13 4 3 4 3 12
split_gain=2.09791e-05 5.41817e-05 3.17203e-05 2.87257e-05 5.34637e-05 4.47555e-05 5.58644e-05 4.00971e-05
threshold=0.076710000000000014 -0.070894999999999986 -0.028919999999999998 0.0057500000000000008 -0.0038649999999999999 0.055260000000000011 0.11265500000000002 0.089445000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 -7
right_child=3 2 -4 5 -6 6 -8 -9
leaf_value=-0.02546853233568297 0.0091205214301914219 -0.0098368745298656121 0.013505263935059492 0.025765599646401145 -0.017669065114754152 0.024809906379161237 -0.015549030438827917 -3.2549551793247301e-05
leaf_weight=0.0010530238470290543 0.0014175757859752848 0.0011611482834365085 0.0011675823293146631 0.0010516151268472962 0.0015699989206843564 0.0011312171548928571 0.0011872979351090188 0.0015264198595244111
leaf_count=1642 901 209 157 122 264 266 177 172
internal_value=0 -0.00664523 0.00186644 0.00276993 -0.00495766 0.00748484 0.00248493 0.0105416
internal_weight=0 0.00338175 0.00232873 0.00788412 0.00298757 0.00489655 0.00384493 0.00265764
internal_count=3910 2008 366 1902 1165 737 615 438
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=10
num_cat=0
split_feature=484 474 160 133 150 133 3 2 1
split_gain=0.000197097 7.66508e-05 8.04193e-05 0.000110593 8.56147e-05 0.000108329 0.000138465 0.000118813 6.73286e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 0.090695000000000012 0.088850000000000026 0.092005000000000017 0.086875000000000022 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00083068328466178018 -0.00044899618127250271 0.00055268582183754412 -0.00051191113089558797 -9.4990561459246429e-05 -0.00024778430264010137 -0.00028770041521459941 -0.00012164041032424696 0.00088454615969275484 0.00054625624377988089
leaf_weight=0.0010219500473042853 0.0012690122967823599 0.001126054401692912 0.0011074017814056208 0.0011983773468735169 0.0017455857847961578 0.0012723626484806034 0.0017888819408816078 0.0019681119284970026 0.0013261659836755566
leaf_count=612 556 318 820 216 181 547 185 341 134
internal_value=0 6.41285e-05 1.70108e-05 7.38355e-05 0.000143587 0.000234027 0.000339706 0.000523405 0.000241862
internal_weight=0 0.012802 0.0116759 0.0104069 0.00929949 0.0075539 0.00628154 0.00449266 0.00252454
internal_count=3910 3298 2980 2424 1604 1423 876 691 350
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=11
num_cat=0
split_feature=484 1 12 2 3 4 15 12 4 43
split_gain=9.41169e-05 5.02123e-05 8.29349e-05 6.66083e-05 0.000135847 7.64291e-05 8.12372e-05 8.28711e-05 5.80001e-05 5.89493e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11203000000000002 0.11818000000000002 0.074650000000000008 1.0000000180025095e-35 0.091475000000000015 -0.0025899999999999994 -0.074254999999999988
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=-0.00057225677811085119 0.00014417963448911707 0.00045197636933949918 -0.00052950407221838761 0.00023323788994046194 -0.00070383937065354588 0.00049293471797631175 -0.00045926732701014983 -0.0003164424986221239 -2.2490627677343644e-05 0.00079403801310489895
leaf_weight=0.0010601613164922192 0.0010023901488210908 0.0010262825136593485 0.0010360029494009158 0.0011963027178947139 0.0011829000531816125 0.0018255603722605838 0.00105487320310064 0.0011409616097763807 0.0013812026649587987 0.0011550632830036815
leaf_count=627 360 216 116 320 106 273 1162 294 260 176
internal_value=0 3.72226e-05 -1.56055e-06 5.34688e-05 -0.000232661 0.000143516 3.22795e-05 0.000143083 0.000291247 0.000492103
internal_weight=0 0.0120015 0.0109753 0.00993925 0.0023792 0.00756005 0.00573449 0.00467962 0.00353866 0.00215745
internal_count=3910 3283 3067 2951 426 2525 2252 1090 796 536
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=9
num_cat=0
split_feature=11 43 2 42 52 16 16 15
split_gain=2.16989e-05 2.80802e-05 7.61537e-05 3.4715e-05 3.42223e-05 4.31529e-05 7.03149e-05 7.31939e-05
threshold=0.079700000000000007 -0.044024999999999988 0.093815000000000009 0.085195000000000007 0.10701500000000001 0.050115000000000007 -0.071799999999999989 -0.095799999999999982
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=-0.014704864262473803 -0.014103499276800874 -0.029130442625806763 0.02745287203106804 0.0091846645374356033 0.013070279974846661 -0.023169914750736074 0.017491720771521904 0.0031724568641915206
leaf_weight=0.001172750193414872 0.0010028487257656331 0.0011920859979498884 0.0013278536281217113 0.001263763342900244 0.0011422817618712928 0.0011496431318386777 0.0013527427252712971 0.0017042515487519379
leaf_count=652 254 223 570 545 296 254 377 739
internal_value=0 0.00130522 0.00818611 -0.00231392 -0.00265475 -0.00598191 -0.00133147 -0.0101229
internal_weight=0 0.0103054 0.00376437 0.00243651 0.00654101 0.00539872 0.00424908 0.00289634
internal_count=3910 3656 1767 1197 1889 1593 1339 962
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=9
num_cat=0
split_feature=484 159 47 2 150 0 1 4
split_gain=7.78458e-05 5.15426e-05 6.42078e-05 6.33975e-05 9.38321e-05 8.21914e-05 6.07727e-05 5.86112e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.10113500000000002 0.090480000000000019 -0.060094999999999989 0.10617500000000001 -0.012554999999999998
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=-0.00052102208797025239 -0.00037243893686962772 0.00040526573111308303 0.00033166292675472112 -0.00053543610546216637 -0.00046813778865267808 0.00058525868479140334 -5.1996457281306506e-06 0.00020164402687471107
leaf_weight=0.0010140122918400581 0.0010383858517186285 0.0013527764900509833 0.0018426427705189275 0.0017521498694897445 0.0010472897239707105 0.0013614852873879814 0.0015808672704215106 0.0020019531202768556
leaf_count=627 1179 388 196 441 189 171 252 467
internal_value=0 4.47903e-05 -1.10649e-06 -7.09273e-05 5.93659e-05 0.000184871 -0.000283942 5.57391e-06
internal_weight=0 0.0119776 0.0106248 0.00878213 0.00544911 0.00440182 0.00333302 0.00304034
internal_count=3910 3283 2895 2699 2006 1817 693 1646
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=11
num_cat=0
split_feature=41 157 49 160 13 52 2 1 47 52
split_gain=6.5007e-05 7.73248e-05 6.72463e-05 8.14658e-05 6.66279e-05 0.000125055 0.000163825 0.000100306 8.39266e-05 4.95821e-05
threshold=0.078150000000000011 -0.072409999999999988 0.093425000000000022 0.087825000000000014 -0.091849999999999987 0.10701500000000001 0.099990000000000009 0.088135000000000005 0.092255000000000018 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 -6 -9 -3
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=0.00047452255576764258 -0.00048736110784651228 0.00060237317526055294 0.00038475719949381069 -0.00053660344129993103 0.00037168585371025171 0.00051289260757578518 -0.00078902202355879024 -0.00060397744404412472 0.00012122128359605933 -9.7230115819988673e-06
leaf_weight=0.0013363858732573447 0.001014353905667926 0.0010251274481509385 0.0013570126708877658 0.0013076102946138453 0.0015354569807724586 0.0010469280933829098 0.0014603059072368666 0.0013191954534439334 0.0011469996072467278 0.0010101751824455351
leaf_count=502 201 205 441 309 892 417 342 353 110 138
internal_value=0 2.86976e-05 -2.44565e-05 -8.08227e-05 -1.10696e-05 -0.000107894 -0.000226884 -2.1745e-05 -0.000266696 0.000298573
internal_weight=0 0.0125452 0.0112088 0.0098518 0.00854419 0.00650889 0.00546196 0.00400165 0.0024662 0.0020353
internal_count=3910 3709 3207 2766 2457 2114 1697 1355 463 343
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=8
num_cat=0
split_feature=4 15 42 15 3 16 16
split_gain=2.41898e-05 3.18783e-05 2.86648e-05 6.00434e-05 5.56737e-05 6.41197e-05 7.12675e-05
threshold=0.27020000000000005 -0.43091499999999999 0.086825000000000013 0.079360000000000014 -0.10628499999999998 -0.074719999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.02354699626912278 -0.0031991311107149398 0.020801614386975822 -0.013098181313637448 -0.02097093234879711 -0.017194572413377397 0.021721697397980928 -0.007603452681106607
leaf_weight=0.0012216553879466491 0.0010621552274495314 0.0011553978619180997 0.0019475499362985611 0.0010953044096242539 0.0015404202838997551 0.0017080655917014664 0.0016097501664947989
leaf_count=212 211 261 1242 799 339 554 292
internal_value=0 0.00930583 -0.00233888 0.000581492 0.0044642 -0.000334369 0.00749361
internal_weight=0 0.00221755 0.00912275 0.0071752 0.00607989 0.00485824 0.00331782
internal_count=3910 472 3438 2196 1397 1185 846
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=8
num_cat=0
split_feature=1 42 160 52 4 16 2
split_gain=2.13223e-05 3.93747e-05 5.11417e-05 9.09795e-05 6.2695e-05 0.000131686 0.000106803
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.087604999999999988 -0.0010999999999999996 -0.25582999999999995 0.088055000000000008
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=-0.029980938182188572 0.010161204356576166 -0.018741559810022412 0.016653146951806055 0.037140504274823356 0.011209232330620669 -0.032197160599622222 -0.0026623295551020578
leaf_weight=0.0010719714759889493 0.0017303734962834669 0.0012125392072498417 0.0015944308879049162 0.0010726063875194395 0.0015120517806680332 0.001299705795033552 0.0018147147808945108
leaf_count=492 331 706 412 929 237 358 445
internal_value=0 -0.00190054 0.00054049 -0.00325368 0.0017736 -0.00885492 0.012124
internal_weight=0 0.00957802 0.00836548 0.00677105 0.00569908 0.00281176 0.00288732
internal_count=3910 3579 2873 2461 1969 595 1374
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=9
num_cat=0
split_feature=11 13 13 39 0 49 2 1
split_gain=2.13231e-05 3.49139e-05 4.74236e-05 4.61384e-05 6.94889e-05 6.57812e-05 6.83137e-05 4.66635e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.42334499999999992 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.095575000000000007
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=-0.0039026465823299404 -0.012759672308471765 -0.022282290464323506 0.02501929074267651 0.014155900625355917 -0.023917334177013954 0.0036870413310799281 -0.014937544375643631 0.030286945335459659
leaf_weight=0.0010142318046534218 0.0011815525847262672 0.0010012164081104266 0.0012855522699635679 0.0014757689312377732 0.0015444550803788704 0.0015481376099877836 0.0010606379492407773 0.0011489585132776637
leaf_count=120 279 153 414 358 328 1850 180 228
internal_value=0 0.00143971 0.0122644 -0.00176042 -0.00548679 0.000494599 0.00656331 0.0150186
internal_weight=0 0.010079 0.00229978 0.00777917 0.00630341 0.00475895 0.00375773 0.0026971
internal_count=3910 3631 534 3097 2739 2411 2258 2078
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=9
num_cat=0
split_feature=4 42 15 3 43 48 16 3
split_gain=2.33891e-05 3.33255e-05 5.38663e-05 4.52488e-05 5.06562e-05 4.85217e-05 5.86697e-05 2.26522e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.10628499999999998 -1.0000000180025095e-35 0.085875000000000021 -0.0092949999999999994 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -2
right_child=7 -3 -4 4 5 -7 -8 -9
leaf_value=0.022020747233946647 0.0063695415929872941 -0.013708274907122234 -0.019585249599070587 -0.016176874179523959 -0.0010292019401772809 -0.0089113336663987838 0.030823987971764302 0.013089678349976715
leaf_weight=0.0011981082310854986 0.0010002000115676042 0.0019697739635777299 0.0010849964995820853 0.0013479579294052354 0.0011331816550416937 0.0013013307707807264 0.0011807565438836883 0.0010062035776221114
leaf_count=212 123 1254 799 739 117 187 176 303
internal_value=0 -0.00217466 0.000960531 0.00457859 0.00036811 0.00653693 0.0152248 0.00973966
internal_weight=0 0.00921611 0.00724633 0.00616134 0.00496323 0.00361527 0.00231394 0.0020064
internal_count=3910 3484 2230 1431 1219 480 293 426
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=10
num_cat=0
split_feature=484 159 42 43 15 43 0 150 0
split_gain=8.55263e-05 5.31503e-05 6.52992e-05 7.5803e-05 6.32678e-05 8.4536e-05 8.18284e-05 8.30104e-05 5.70316e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 -0.03231499999999999 0.088185000000000013 -0.10462499999999998 0.082085000000000019 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 8 7 -5 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00054746506308692459 -0.00046882588412516584 0.0003658918938445365 0.00054110705989777119 -0.00039169078481065249 -0.00013276540997792563 0.00020099227773508755 0.00044342397157796812 0.00031098184131953286 -0.00075712766034024702
leaf_weight=0.0010186872854635503 0.0010634228236791896 0.0016959900761469278 0.0010463428961454109 0.0015101420975593095 0.0011271409404041179 0.001194924684431331 0.0018909194821900236 0.0011300769788795337 0.0011227591697453602
leaf_count=627 346 522 130 184 173 137 636 124 1031
internal_value=0 4.47328e-05 -9.27247e-06 4.48932e-05 -2.02036e-05 -0.000220489 0.000132065 -9.09301e-05 -0.000444339
internal_weight=0 0.0117817 0.0100857 0.00902231 0.00797596 0.00344482 0.00453114 0.00264022 0.0022499
internal_count=3910 3283 2761 2415 2285 1341 944 308 1204
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=8
num_cat=0
split_feature=1 52 151 0 16 0 15
split_gain=2.06464e-05 4.04091e-05 5.81207e-05 6.73384e-05 6.34034e-05 5.13519e-05 4.38563e-05
threshold=0.12730000000000002 0.11588000000000002 -0.084764999999999993 -0.076099999999999987 0.15100500000000003 -0.10575999999999998 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.020754623614992293 0.0099467682582357123 -0.019524354565314914 -0.011246157222090733 0.031231683708762975 0.0018030917204538831 -0.021378266945018421 0.013071290144440365
leaf_weight=0.0011112401081196759 0.0017476259259586379 0.0011418636997346703 0.0012848577256196099 0.0013653032975435245 0.0015785676417314877 0.0012369485233110216 0.0017542082783706639
leaf_count=367 345 564 170 414 397 1411 242
internal_value=0 -0.00188264 0.000535329 0.00381215 0.0154514 -0.00420105 0.00279035
internal_weight=0 0.00947299 0.00833113 0.00721989 0.00294387 0.00427601 0.00303907
internal_count=3910 3565 3001 2634 811 1823 412
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=9
num_cat=0
split_feature=4 13 0 52 150 2 4 15
split_gain=2.18588e-05 2.49802e-05 5.90718e-05 9.53259e-05 4.70571e-05 6.18324e-05 4.39641e-05 2.22959e-05
threshold=0.27020000000000005 -0.13934999999999997 -0.017269999999999997 -0.092854999999999979 0.086420000000000011 0.088055000000000008 0.0033150000000000007 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.012999659736782014 -0.0015977187475455111 -0.030805662495060167 0.016715157853500997 0.03137752539174888 -0.01683816000680682 -0.010350766053761444 0.00300904049800217 0.018553071513699847
leaf_weight=0.0017354783921277482 0.0010541793121295593 0.0011123299527404321 0.0016922921058536069 0.0011294835995418217 0.0010277206508623516 0.0012323254529083105 0.0010580222188212953 0.0011459943572451324
leaf_count=218 211 535 309 1118 220 867 171 261
internal_value=0 -0.00222262 0.000356371 -0.00462284 0.00192546 0.00756427 0.0176567 0.00889813
internal_weight=0 0.00898765 0.00725217 0.00555988 0.00444755 0.00341983 0.00218751 0.00220017
internal_count=3910 3438 3220 2911 2376 2156 1289 472
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=8
num_cat=0
split_feature=1 0 2 4 47 1 1
split_gain=2.26536e-05 4.10305e-05 2.82538e-05 2.73772e-05 4.51111e-05 0.000111546 4.13166e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 0.0057500000000000008 0.09252500000000001 0.11097000000000001 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.023417508762178258 -0.014072414869094926 0.01168677268091186 -0.010380087622517933 0.036786348255801064 -0.0059894274028672008 -0.001083888044071549 0.010276763272926219
leaf_weight=0.0010385005880404899 0.0018073584630874384 0.0011441074924654156 0.0011772599146170958 0.0013166637483990056 0.0016336233952796209 0.0019003562009893343 0.0011341997192775609
leaf_count=1642 779 105 261 164 216 357 386
internal_value=0 -0.00689558 0.000495769 0.00292767 0.00754354 0.0144157 -0.00468391
internal_weight=0 0.00335987 0.00232137 0.0077922 0.00485064 0.00321702 0.00294156
internal_count=3910 2008 366 1902 737 521 1165
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 1 12 15 52 15
split_gain=8.77908e-05 5.72027e-05 6.16294e-05 7.53686e-05 8.53911e-05 9.35172e-05 0.000118275 7.55047e-05 0.0001177 8.95106e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.11052000000000002 0.092150000000000024 -0.021529999999999997 0.071660000000000015 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 -9 -5
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0005450372927732264 0.0004389925519697231 0.00048251272646389728 -0.00053818099020515461 -6.9058344973883107e-05 -0.00045249216397926065 -0.00030470848785648025 0.00078982466823270068 -0.00067971568660015922 0.00023846840047974139 0.00066903167991654196
leaf_weight=0.0010530248178100788 0.0011225467299053439 0.001050386630271855 0.0010663960061827729 0.0012397539875205255 0.0012897422638085158 0.0017426324173988317 0.0011068770645450768 0.0010115712413894247 0.0011435405516626454 0.0012879935764250304
leaf_count=627 367 216 863 169 163 255 308 332 312 298
internal_value=0 4.53144e-05 3.60836e-06 -4.58166e-05 1.36992e-05 9.35236e-05 0.000213386 7.71346e-05 -0.000192511 0.00030703
internal_weight=0 0.0120614 0.0110111 0.00988851 0.00882211 0.00753237 0.00578974 0.00468286 0.00215511 0.00252775
internal_count=3910 3283 3067 2700 1837 1674 1419 1111 644 467
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=10
num_cat=0
split_feature=484 4 4 1 0 4 12 2 3
split_gain=6.88842e-05 6.03864e-05 8.62309e-05 7.12637e-05 8.05219e-05 6.73628e-05 7.0217e-05 0.000117131 0.000124848
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15534499999999998 0.083370000000000014 -0.084074999999999997 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9
right_child=1 2 3 5 -6 6 -8 8 -10
leaf_value=-0.00048559202318328631 -0.00041472389102591221 0.00048840043318823143 -0.00066159510734855123 0.00048527587364072987 6.6628986755444579e-05 -0.00046812291929272545 0.00043731677575224346 0.00055493272083853616 -0.00029152684483847892
leaf_weight=0.0010502751552524418 0.0010388787829442902 0.0016847006764905458 0.0011453386462633123 0.0014264270902062653 0.001190627626993323 0.0019284652015524534 0.0011767048786643433 0.0014533865115102826 0.0012427816046025109
leaf_count=627 151 168 815 635 776 296 96 211 135
internal_value=0 3.75845e-05 7.93587e-05 7.30385e-06 -0.000290424 0.000103527 9.66356e-06 -9.91497e-05 0.000164763
internal_weight=0 0.0122873 0.0112484 0.00956373 0.00233597 0.00722777 0.00580134 0.00462463 0.00269617
internal_count=3910 3283 3132 2964 1591 1373 738 642 346
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=11
num_cat=0
split_feature=484 4 4 1 0 4 4 151 2 12
split_gain=0.000178187 9.84264e-05 7.9648e-05 8.88291e-05 7.71898e-05 7.05817e-05 7.34259e-05 8.13152e-05 7.43184e-05 8.56755e-05
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 -0.00072999999999999985 0.044585000000000007 -0.0008699999999999999 1.0000000180025095e-35 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -9
right_child=1 2 3 5 -6 6 7 8 -10 -11
leaf_value=-0.00077906445409841999 -0.00050086186599956623 0.00047784499597838131 -0.00065831289652384733 0.00049243438950100722 4.3911437528170127e-05 -0.00039541559841700403 -0.00033073958796367062 -0.00023804426352234972 0.00066713140679766853 0.00050643161638223562
leaf_weight=0.0010614519650160399 0.0011152312332669998 0.0018874922522033868 0.0011445515281333068 0.0017172015143937288 0.0012691699685432488 0.0011858379391606324 0.0010539424993796231 0.0013736361250798741 0.0012872976875339883 0.0010475363162028573
leaf_count=612 152 182 818 644 777 155 119 174 233 44
internal_value=0 5.62652e-05 0.000108187 3.89619e-05 -0.000289073 0.000142255 4.11611e-05 0.000149868 0.000286457 8.40582e-05
internal_weight=0 0.0130819 0.0119667 0.0100792 0.00241372 0.00766545 0.00594825 0.00476241 0.00370847 0.00242117
internal_count=3910 3298 3146 2964 1595 1369 725 570 451 218
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=9
num_cat=0
split_feature=132 3 160 13 16 151 2 13
split_gain=2.16346e-05 5.45841e-05 5.47731e-05 7.25628e-05 7.77353e-05 0.000133286 8.2314e-05 6.41029e-05
threshold=0.080815000000000012 -0.13309499999999996 -0.082234999999999989 -0.083514999999999992 0.032820000000000009 -0.0088999999999999982 0.087995000000000004 -0.40944499999999995
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=-0.018211774102592882 0.013893457459639097 -0.019296493804888775 9.8457501410288204e-05 -0.023310637588337582 -0.019672309902503262 -0.00012395501859346263 0.036847864283476604 0.033198961441225854
leaf_weight=0.0016275033835170998 0.0010142782476516192 0.0010802390420677323 0.0010163438869268883 0.0010403332980545858 0.0016665959331505775 0.0011347361498136531 0.001283120740832107 0.0013787879313002661
leaf_count=295 395 646 107 215 481 647 476 648
internal_value=0 -0.00141843 0.00175957 0.00478428 -0.00193121 0.00661871 0.0194964 0.0191532
internal_weight=0 0.0102277 0.00860016 0.00751992 0.00512479 0.00345819 0.00241786 0.00239513
internal_count=3910 3515 3220 2574 1819 1338 1123 755
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=9
num_cat=0
split_feature=1 47 4 4 52 2 4 3
split_gain=2.30689e-05 3.38387e-05 5.3076e-05 6.23025e-05 7.68872e-05 8.47401e-05 6.27492e-05 4.72654e-05
threshold=0.12730000000000002 0.09252500000000001 0.044585000000000007 -0.0010999999999999996 -0.088354999999999989 0.10113500000000002 -0.08422499999999998 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.022079809812806491 0.010519413263176642 -0.016936834922440545 -0.0029943771222816088 -0.02547958262504077 0.0015491885531501827 -0.015313468265054062 0.034764317771629 0.024758543107901668
leaf_weight=0.0011334336054865937 0.0017487991161830524 0.0013044196143920219 0.0010942377504710302 0.0011717656639364761 0.0010875011919621773 0.001058841293899646 0.001192404812139385 0.0013972395852188369
leaf_count=542 345 340 355 338 456 201 1140 193
internal_value=0 -0.00198461 0.000412801 -0.00495376 0.000424257 0.00806391 0.0189209 0.0125697
internal_weight=0 0.00943984 0.00813542 0.00564395 0.00447218 0.00333875 0.00227991 0.00249148
internal_count=3910 3565 3225 2677 2339 1797 1596 548
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=10
num_cat=0
split_feature=484 51 42 160 52 12 12 151 1
split_gain=0.000108464 4.61693e-05 7.50439e-05 8.59707e-05 7.1797e-05 0.000106735 8.45311e-05 6.09772e-05 0.000140067
threshold=-1.0000000180025095e-35 -0.09021499999999999 -1.0000000180025095e-35 -0.08044999999999998 0.10701500000000001 0.10058500000000002 0.085185000000000025 -0.0088999999999999982 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9
right_child=1 2 3 4 -6 -7 -8 8 -10
leaf_value=-0.00061315192123255675 0.00034204571263754991 -0.00049638062390758829 -0.00042922223308767155 -0.00036851521263414665 0.00061533041677697315 -0.00049624025667370649 0.00050774002241654465 -0.00025967033383053444 0.00063003284162763378
leaf_weight=0.0010549093073476149 0.0016996961351802608 0.0010775285586383998 0.0012408324205524764 0.0012010537643297051 0.0010058190092181174 0.0011309903777676836 0.0018521637548802317 0.0014365181461421996 0.0012923361627650424
leaf_count=627 402 872 484 221 139 141 595 180 249
internal_value=0 4.27739e-05 -6.91445e-06 5.06653e-05 0.00012586 5.46446e-05 0.000162399 -3.59679e-07 0.000161677
internal_weight=0 0.0119369 0.0102372 0.00915971 0.00791888 0.00691306 0.00578207 0.00392991 0.00272885
internal_count=3910 3283 2881 2009 1525 1386 1245 650 429
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=10
num_cat=0
split_feature=484 12 15 3 52 0 13 4 3
split_gain=0.000211201 7.46191e-05 7.12551e-05 0.000112798 9.14532e-05 6.99684e-05 0.0001248 5.8964e-05 7.92324e-05
threshold=-0.0043499999999999988 -0.036459999999999992 -0.03231499999999999 -0.13927999999999999 -0.091329999999999981 -0.11287999999999999 -0.083924999999999986 0.41452500000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 -5
right_child=1 2 4 7 5 6 -8 -9 -10
leaf_value=-0.00084864092630381523 -0.00029899727308100536 0.00085583443630006864 0.00044876160327115107 -6.8678686848720906e-05 0.00022352626166361622 0.00012209513406838103 -0.00066588797650209781 -0.00024608201342269151 0.00052857907048633795
leaf_weight=0.00107679677965532 0.0019538363194553541 0.0010363295676702796 0.0011575315251132886 0.00151832513018912 0.0012412798475789286 0.0013585673003496663 0.0017920807699796071 0.0011439571630434062 0.0019516358282668208
leaf_count=612 477 121 274 659 115 371 1033 84 164
internal_value=0 5.45867e-05 0.000116271 0.000271269 -4.15421e-05 -0.000170766 -0.000326108 0.00013997 0.000267241
internal_weight=0 0.0131535 0.0111997 0.00565025 0.00554946 0.00439193 0.00315065 0.00461392 0.00346996
internal_count=3910 3298 2821 1028 1793 1519 1404 907 823
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=9
num_cat=0
split_feature=1 2 2 151 4 1 51 16
split_gain=2.06768e-05 5.07179e-05 4.81668e-05 3.27545e-05 7.73448e-05 4.92325e-05 4.35235e-05 7.86338e-05
threshold=0.076710000000000014 0.092745000000000008 0.10393500000000001 -0.086249999999999979 0.24280000000000004 0.11235500000000002 0.091630000000000003 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 7 -5
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=-0.025429271616534715 0.019561177248032004 0.015031149348372337 -0.013408686615208229 -0.028353377754744002 -0.00089684297067237333 0.027831071031892848 0.0098448994607300971 0.0023458577120981346
leaf_weight=0.0010038443415268756 0.0010124101606848977 0.001239122997645305 0.0011465373379870186 0.0016921174206533725 0.0010972621099394205 0.0013072610017510996 0.0010842418059612024 0.0016459669719020421
leaf_count=1260 194 393 355 548 108 316 232 504
internal_value=0 -0.0065718 0.0013631 0.00277584 0.000286606 0.0147216 -0.00756204 -0.013216
internal_weight=0 0.0033895 0.00238566 0.00783926 0.00682685 0.00240452 0.00442233 0.00333808
internal_count=3910 2008 748 1902 1708 424 1284 1052
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 52 12 15
split_gain=2.21798e-05 3.61291e-05 5.19581e-05 6.29668e-05 6.73704e-05 5.25222e-05 4.78103e-05 6.35963e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.095295000000000019 -0.038029999999999987
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=-0.016414475034265363 -0.013829273525777739 -0.015682177216334716 0.032133867110198437 -0.015709989333992494 -0.013954787494020546 -0.00018800821442911415 -0.0059732907036092612 0.028822054405391723
leaf_weight=0.0011458381947654092 0.001056654332772594 0.001103865038685801 0.0012667772073495171 0.0011093486851338321 0.0010012815260042893 0.0013433543773618455 0.001436176822997683 0.0017273637515195679
leaf_count=346 715 729 252 243 365 289 269 702
internal_value=0 0.00139545 0.00348306 0.0063748 0.00999102 0.0141437 0.00908717 0.016131
internal_weight=0 0.010134 0.00903014 0.0078843 0.00677495 0.00577367 0.00450689 0.00307072
internal_count=3910 3195 2466 2120 1877 1512 1260 991
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=12
num_cat=0
split_feature=484 14 157 43 49 48 2 42 42 3 3
split_gain=0.000185612 0.000152691 0.000234623 0.000107019 0.00011218 0.000104047 0.000120354 0.000100301 0.000163044 8.89157e-05 8.39614e-05
threshold=-0.0043499999999999988 0.018455000000000003 -0.072409999999999988 -0.044024999999999988 0.093425000000000022 0.086125000000000021 0.10113500000000002 -1.0000000180025095e-35 0.086825000000000013 -0.078669999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 10 -4 -9 -10 -5
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00078443658606320286 0.00091637352825241127 -0.00068347684409449647 -0.00017576350418620893 -0.00021100461867511509 0.00044821076220098098 -0.00067582834356063129 -0.0004543271214894489 0.0010913433793318353 -0.00028588711276544761 0.00050814798506605479 0.00050677042421048903
leaf_weight=0.0010989402277417756 0.0012517935700983958 0.0010060803725167001 0.0014383877914147169 0.0011049221920194211 0.0010971113344385892 0.0015258113648827561 0.0019148949319442807 0.0010275966837005189 0.0010009691219814922 0.0011829996507719326 0.0014472311162359278
leaf_count=612 389 130 409 847 201 186 289 253 185 305 104
internal_value=0 5.24318e-05 0.000109421 2.33776e-05 -0.000128233 -0.000233762 -8.27657e-05 0.000254544 0.00044727 0.000144221 0.000196019
internal_weight=0 0.0139978 0.0129917 0.0117399 0.00708997 0.00599286 0.00446705 0.00464995 0.00321157 0.00218397 0.00255215
internal_count=3910 3298 3168 2779 1627 1426 1240 1152 743 490 951
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=9
num_cat=0
split_feature=124 2 3 2 15 15 52 15
split_gain=2.12585e-05 2.84274e-05 5.3152e-05 5.01169e-05 5.24064e-05 4.75188e-05 6.91754e-05 6.59371e-05
threshold=-0.048219999999999992 0.11542500000000001 0.12991000000000003 0.094010000000000024 -0.0058549999999999991 -0.10192499999999999 -0.087094999999999992 -0.03231499999999999
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=0.013221478730043644 -0.020539088890349805 0.0097654215981156506 0.016278096517362298 -0.0050027884232940164 -0.03642772331864267 -0.016564238713649766 0.031069247105487342 -0.00050469636485523251
leaf_weight=0.0010908373009392144 0.0010577832715975462 0.0018418049194966575 0.0011209395539538564 0.0011112668171767389 0.0010157553628428802 0.0012159228133166982 0.0010987534884668814 0.0016616989635623357
leaf_count=319 248 487 81 390 326 384 311 1364
internal_value=0 -0.00147139 -0.00397027 -0.00713975 -0.0200097 -0.00170196 0.00330903 0.0120628
internal_weight=0 0.0101239 0.00828212 0.00716118 0.00212702 0.00503416 0.00397638 0.00276045
internal_count=3910 3591 3104 3023 716 2307 2059 1675
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=9
num_cat=0
split_feature=132 3 160 13 16 151 2 13
split_gain=2.20678e-05 4.07307e-05 5.38132e-05 6.22809e-05 6.55531e-05 0.000115985 6.74768e-05 5.09984e-05
threshold=0.080815000000000012 -0.13309499999999996 -0.082234999999999989 -0.083514999999999992 0.032820000000000009 -0.0088999999999999982 0.087995000000000004 -0.40944499999999995
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=-0.01603064531371709 0.013918183023569817 -0.019697275509016461 0.00070429072810200056 -0.022049293741286301 -0.018189673015180128 0.00032067367396561189 0.033922041552239809 0.030350118199015313
leaf_weight=0.0016123156357615636 0.0010285736603127234 0.0010679380335547458 0.0010128004531418601 0.0010320415053990152 0.0016676869664637556 0.0011329962418455198 0.0012648147218806032 0.0013587355750852225
leaf_count=295 395 646 107 215 481 647 476 648
internal_value=0 -0.00145358 0.00129947 0.00430161 -0.00192682 0.00598062 0.018045 0.0176894
internal_weight=0 0.0101493 0.00853701 0.00746908 0.00509754 0.00342985 0.00239781 0.00237154
internal_count=3910 3515 3220 2574 1819 1338 1123 755
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=9
num_cat=0
split_feature=51 52 52 160 52 0 2 2
split_gain=2.36801e-05 3.49027e-05 7.1687e-05 8.49512e-05 4.80832e-05 5.88489e-05 5.4545e-05 6.84178e-05
threshold=-0.09021499999999999 -0.087604999999999988 -0.048794999999999991 -1.0000000180025095e-35 0.11110500000000002 0.048265000000000009 0.10869000000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.011426133207438141 -0.017924217244460704 0.021223015480504193 -0.030243326188250892 -0.0030902774998425482 0.020093827980158421 -0.024234614518625887 -0.016408427625951558 0.028996699078818512
leaf_weight=0.0015519564448088054 0.001188982807319606 0.0013792700632900895 0.0010299343278447051 0.0016394521536355615 0.0010669000488577971 0.0010567597898934605 0.0011016733883276049 0.0011174770284727951
leaf_count=515 508 289 815 521 205 74 223 760
internal_value=0 -0.00188926 0.000382725 -0.00371647 0.000850513 -0.00332633 0.00239985 0.00991566
internal_weight=0 0.00958045 0.00839147 0.0070122 0.00598226 0.00491536 0.0038586 0.00275693
internal_count=3910 3395 2887 2598 1783 1578 1504 1281
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=12
num_cat=0
split_feature=484 474 160 133 0 0 2 0 2 0 2
split_gain=0.000197763 7.2651e-05 6.60425e-05 0.000136327 6.65608e-05 0.000137767 0.000116439 0.000104026 0.000109763 6.98097e-05 4.79013e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.15713499999999997 -0.10575999999999998 0.11085000000000002 0.12346000000000001 0.08400500000000001 -0.056754999999999993 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 -6 7 8 9 -7 -5
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00083707613403206146 -0.00040689221888469315 0.00055687913197732819 -0.00058765706178827448 0.00013406631200878045 0.00078882929210444459 -0.00050642754995073886 0.00065645188293163704 -0.00057695387120564566 0.00057452600824814631 0.00019258106895744337 -0.000462624837321913
leaf_weight=0.0010200147501710612 0.0012649034850604835 0.0010403761596840594 0.0010901532817565009 0.0010360878067497228 0.0013925795899900591 0.0010584997222540318 0.0011580799480138812 0.0010629850622753123 0.0013023393443486772 0.0011418610508431982 0.001032949766507953
leaf_count=612 556 318 820 85 201 347 234 84 460 107 86
internal_value=0 6.06159e-05 1.58775e-05 6.79199e-05 0.000145726 0.000235727 0.000101158 -3.96913e-05 0.000123355 -0.000143682 -0.000163827
internal_weight=0 0.0125808 0.0115404 0.0102755 0.00918538 0.00711634 0.00572377 0.00456569 0.0035027 0.00220036 0.00206904
internal_count=3910 3298 2980 2424 1604 1433 1232 998 914 454 171
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=8
num_cat=0
split_feature=3 1 43 12 47 4 150
split_gain=2.3617e-05 3.48303e-05 5.89589e-05 4.31069e-05 5.78443e-05 0.000110924 6.69295e-05
threshold=-0.16059999999999997 0.076710000000000014 0.070805000000000021 -1.0000000180025095e-35 0.09252500000000001 -0.0040999999999999986 0.087235000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7
right_child=1 3 -4 4 -6 6 -8
leaf_value=0.014275499066518472 -0.021737160306686001 0.016814855759468034 0.007738925917551826 -0.022607332695587221 -0.019824835439621751 0.025393550519719033 -0.0048435593714844637
leaf_weight=0.0010448384746356678 0.0018223639344298896 0.0015784698841903276 0.0010811990776891458 0.001153031379876151 0.001361891430327139 0.0018990394882196582 0.0011912454738568249
leaf_count=211 1737 447 251 655 255 229 125
internal_value=0 -0.00151842 -0.0107612 0.00221739 -0.00189337 0.00386173 0.0137377
internal_weight=0 0.0100872 0.00290356 0.00718368 0.00560521 0.00424332 0.00309028
internal_count=3910 3699 1988 1711 1264 1009 354
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=9
num_cat=0
split_feature=132 42 160 15 15 0 42 157
split_gain=2.13429e-05 3.52747e-05 4.28229e-05 6.05208e-05 6.46139e-05 7.73853e-05 8.9489e-05 5.05488e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.15517999999999996 0.083875000000000019 -0.0086849999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=-0.017575797515673817 0.013703776208174779 0.0039859619946430455 -0.010616183624583898 0.024054354446463148 -0.01567738116740908 0.037216021720308953 -0.0023192225598554156 -0.027452060556323606
leaf_weight=0.0011932249910002199 0.0010264724299588876 0.001008820255171267 0.0014545531490738517 0.0012892012500859661 0.0017831014524541402 0.0012324230208537019 0.0010692739334333882 0.001037366315697777
leaf_count=868 395 361 151 620 311 225 384 595
internal_value=0 -0.00143305 0.000737375 0.00453987 -1.83537e-06 0.00743939 0.0188496 -0.0119523
internal_weight=0 0.010068 0.00887474 0.00682855 0.00553935 0.00375625 0.0023017 0.00204619
internal_count=3910 3515 2647 1691 1071 760 609 956
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=8
num_cat=0
split_feature=51 16 4 43 150 1 2
split_gain=2.22466e-05 3.69977e-05 6.47236e-05 4.76931e-05 4.09442e-05 8.60218e-05 3.70723e-05
threshold=-0.09021499999999999 0.22945500000000005 0.0057500000000000008 -0.080569999999999989 0.085075000000000026 0.10752500000000002 0.092175000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -5
right_child=1 -3 4 6 -6 -7 -8
leaf_value=0.011112035046835417 -0.029674640708108754 0.015403724967460354 -0.021969437755839039 -0.018536576846901305 0.018338103035221941 0.011351059495179566 0.0055150280261726794
leaf_weight=0.0015426094259409382 0.0012549786320965547 0.0011009466582563741 0.0013107487921918902 0.0012190383834436796 0.001378083710653919 0.0018948557444654506 0.0013511824772320423
leaf_count=515 771 214 379 1127 177 347 380
internal_value=0 -0.00183428 -0.00409119 -0.013695 0.0039234 -0.00227345 -0.00589249
internal_weight=0 0.00950983 0.00840889 0.0038252 0.00458369 0.0032056 0.00257022
internal_count=3910 3395 3181 2278 903 726 1507
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=9
num_cat=0
split_feature=124 484 160 2 0 4 1 16
split_gain=2.15108e-05 3.13549e-05 6.81565e-05 5.50702e-05 0.00014136 6.84827e-05 7.31284e-05 4.87305e-05
threshold=-0.048219999999999992 0.084225000000000008 -1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 0.17888000000000001 0.090820000000000012 -0.15168999999999996
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=0.013401490768294489 -0.026276395691400296 0.014073911513529429 0.0092159942914510941 -0.0029183576070119163 -0.036851427911139309 0.023983125575593071 -0.021389088515681783 0.026646322509250048
leaf_weight=0.0010764885861479995 0.0011437350790511934 0.0011466297462335477 0.0017068849050075833 0.0010314065694455601 0.001140066670693142 0.0011230837883165323 0.0014388567723250022 0.0012133980104110415
leaf_count=319 742 438 1299 164 138 140 355 315
internal_value=0 -0.00147991 -0.00350715 -0.000104608 -0.0055692 0.00278528 -0.00478272 0.0130624
internal_weight=0 0.00994406 0.00879743 0.0076537 0.00540889 0.00426883 0.00314574 0.0022448
internal_count=3910 3591 3153 2411 1932 1794 1654 479
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=9
num_cat=0
split_feature=51 160 49 3 42 16 1 13
split_gain=2.36951e-05 5.91193e-05 3.09732e-05 0.000109867 4.78596e-05 5.66131e-05 5.62805e-05 3.8724e-05
threshold=0.11255500000000002 -0.081069999999999989 -0.029304999999999998 -0.0045049999999999995 0.084100000000000022 -0.27337499999999998 0.094890000000000016 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -7
right_child=-2 2 4 -5 -6 6 -8 -9
leaf_value=0.020690370291202367 -0.014386409952335873 0.02859651545692752 -0.020065141673543022 -0.014606129913410804 -0.019859141107913321 0.0088933728739522128 0.022607894884707474 -0.017981953256115717
leaf_weight=0.0013792342539714455 0.0010400694091374759 0.0012422627833613346 0.0010742890408401255 0.0011187482529955383 0.0016605697826180899 0.0011427802224616252 0.0013044082830125456 0.001009947698443373
leaf_count=687 280 241 176 168 1089 529 293 447
internal_value=0 0.00147798 -0.00162015 0.00812525 -0.00533608 -1.40128e-05 0.00621678 -0.00371513
internal_weight=0 0.00993224 0.00855301 0.00236101 0.006192 0.00453143 0.00345714 0.00215273
internal_count=3910 3630 2943 409 2534 1445 1269 976
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=10
num_cat=0
split_feature=484 3 12 160 16 1 2 2 1
split_gain=7.05137e-05 4.95377e-05 6.38628e-05 7.52597e-05 7.24491e-05 7.07702e-05 0.000203872 0.000279068 9.96451e-05
threshold=-1.0000000180025095e-35 -0.16059999999999997 0.11655500000000001 0.087825000000000014 0.3935300000000001 0.11198000000000001 0.10679500000000001 0.096540000000000015 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00049901443613784957 0.00043389459472004474 -0.00046520919219270181 -0.00045611581941480109 -0.00038607233434229663 -0.00035388906278852354 0.00052103769120680644 -0.00064967690689539349 0.0011066929072049399 0.00024659832672965218
leaf_weight=0.0010207067993084134 0.0011025595622382754 0.0012208804171771536 0.0010742893188779449 0.0013293384849260301 0.0010979462027517622 0.0018234206809918255 0.0011735471502038863 0.001135660257592176 0.001986250855898374
leaf_count=627 191 1046 143 266 216 374 188 214 645
internal_value=0 3.79219e-05 -2.34836e-06 4.75621e-05 0.00011588 0.000186152 7.54562e-05 0.000271408 -2.43703e-05
internal_weight=0 0.0119439 0.0108413 0.00976704 0.00843771 0.00733976 0.00551634 0.00434279 0.00320713
internal_count=3910 3283 3092 2949 2683 2467 2093 1905 1691
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=10
num_cat=0
split_feature=484 47 159 43 49 1 15 2 12
split_gain=9.20156e-05 5.52784e-05 8.6341e-05 7.66338e-05 6.34202e-05 9.8535e-05 9.68784e-05 5.68299e-05 4.28754e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.088320000000000023 -0.15648499999999999 -0.029304999999999998 0.11257500000000001 -0.073314999999999991 0.10113500000000002 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00054908746622491194 0.00035919400765735654 0.00034893168263471294 0.00045365693981369565 0.00043725708087099819 0.00030270032795274269 -0.00079981521780566223 -0.00030515891645090749 -0.00048801157722071919 -0.00020824856996395764
leaf_weight=0.0010862658077443162 0.0012971472419573042 0.0019512257252888117 0.0013349744230756822 0.0014197151404665223 0.0011781482765487535 0.0011230593235110851 0.0012895720661612112 0.0012064854696904452 0.0013606125984815965
leaf_count=627 225 213 371 169 145 191 241 386 1342
internal_value=0 4.6535e-05 -1.12574e-05 -8.11917e-05 -0.000156578 -0.000290396 8.38804e-05 -0.000137641 2.88646e-05
internal_weight=0 0.0121609 0.0102097 0.00887474 0.00757759 0.00486831 0.00270929 0.00374525 0.00253876
internal_count=3910 3283 3070 2699 2474 2064 410 1873 1487
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=8
num_cat=0
split_feature=0 3 12 1 2 0 52
split_gain=2.1236e-05 6.33259e-05 5.71445e-05 5.44355e-05 5.53359e-05 7.80169e-05 7.78903e-05
threshold=-0.060094999999999989 0.076695000000000013 0.080120000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.02259854164895235 0.030063873293383715 -0.014449436746358933 0.0016071314682182189 -0.014946565356475962 -0.021033356911889178 0.026984189888788663 0.01230009444999608
leaf_weight=0.001214643497605368 0.0012178040997305661 0.0011175564734726261 0.0016780353197577919 0.0016261138013939393 0.0012609641606250426 0.0013118634893795073 0.0015785982150696171
leaf_count=1788 195 161 350 757 113 305 241
internal_value=0 0.00577084 0.0135742 -0.00335515 0.000690494 0.00681553 -0.00250229
internal_weight=0 0.0040134 0.00289584 0.00699218 0.00577754 0.00415143 0.00283956
internal_count=3910 706 545 3204 1416 659 354
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=10
num_cat=0
split_feature=484 159 47 3 12 49 4 42 4
split_gain=7.98043e-05 4.8785e-05 5.7535e-05 6.33658e-05 6.35947e-05 0.000104975 6.79807e-05 6.08254e-05 3.74691e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.11818000000000002 0.078515000000000015 -0.029304999999999998 0.0057500000000000008 0.08401500000000002 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -7 -2
right_child=1 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00052936770337651522 0.00023776446689891502 0.00040346783799973776 0.00032036218283490469 -0.00039941105035238542 0.00031903080165606731 -0.000771746928282072 0.00052501840451590648 -0.00010224829444189896 -0.00029225754346541729
leaf_weight=0.0010107309047609715 0.0010189090338249317 0.0012971770736176459 0.0017764910987243991 0.0017551267651220726 0.0010618704228604614 0.0010473652427660867 0.0014560267553283992 0.0010395802170481796 0.0010323657478916149
leaf_count=627 115 388 196 143 193 945 229 881 193
internal_value=0 4.53317e-05 -2.6883e-07 -6.79875e-05 1.94044e-05 -0.000182871 0.000201005 -0.000438246 -2.89851e-05
internal_weight=0 0.0114849 0.0101877 0.00841124 0.00665612 0.00314882 0.0035073 0.00208695 0.00205127
internal_count=3910 3283 2895 2699 2556 2019 537 1826 308
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=7
num_cat=0
split_feature=50 160 42 43 49 2
split_gain=2.43198e-05 3.69357e-05 5.94145e-05 6.32508e-05 4.32476e-05 5.15794e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 -0.029304999999999998 0.092745000000000008
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=0.014109089995171138 -0.014753499984640131 -0.02287599788670509 0.017035590174896104 0.0087030232000408561 -0.025531772367432939 -4.957921576760087e-05
leaf_weight=0.001879023388865802 0.001017213514328443 0.0011161558939737012 0.0019920593186769911 0.0017359374443807925 0.0013780594206120732 0.0018752622219734298
leaf_count=804 715 766 551 201 472 401
internal_value=0 0.00147794 -0.00145313 0.00197191 -0.00404256 -0.0108435
internal_weight=0 0.0099765 0.00809747 0.00698132 0.00498926 0.00325332
internal_count=3910 3195 2391 1625 1074 873
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=12
num_cat=0
split_feature=484 15 123 51 42 2 16 49 43 12 0
split_gain=0.000170879 5.81191e-05 7.95816e-05 0.000100295 8.93091e-05 8.74062e-05 0.000132982 6.8406e-05 4.93953e-05 3.00681e-05 2.46943e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.084780000000000008 -0.09021499999999999 1.0000000180025095e-35 0.083185000000000023 -0.16268499999999997 -0.0019649999999999997 -0.019509999999999996 0.090125000000000025 -0.010494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -3 -6 -9
right_child=1 8 -4 4 9 6 7 10 -10 -11 -12
leaf_value=-0.00077764931113047636 0.00069221977201653468 9.7249708019395855e-05 -0.00039459736040424009 0.00063650604940179917 -7.0115297538331852e-06 -0.00052902825034071058 -0.00011709196630939405 0.00070189782995505557 -0.00046077637575497697 -0.00048344944067208899 0.00028104058485702179
leaf_weight=0.0010016490091692932 0.0012973971860374524 0.0011204527247830453 0.0010028529447267632 0.0014933983395415936 0.0010010684951775829 0.0010283065617597096 0.001102028740002529 0.0010346709774082551 0.001338328271396628 0.0010366570148324572 0.0011122434160929142
leaf_count=612 333 561 240 173 399 185 105 214 792 195 101
internal_value=0 6.38794e-05 0.000129642 0.000187379 0.000103497 0.000228109 8.55169e-05 0.000280023 -0.000206487 -0.000249391 0.000483866
internal_weight=0 0.0125674 0.0101086 0.00910577 0.00780837 0.00577065 0.00427725 0.00324894 0.00245878 0.00203773 0.00214691
internal_count=3910 3298 1945 1705 1372 778 605 420 1353 594 315
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=9
num_cat=0
split_feature=11 16 3 457 3 2 12 1
split_gain=2.08674e-05 3.66617e-05 6.26399e-05 4.70192e-05 5.46607e-05 0.00012982 0.000126848 4.14431e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.084485000000000018 0.092005000000000017 0.11260500000000001 0.092365000000000017 0.089370000000000019
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=-0.012935908993373258 -0.012669333494204162 0.026589693415304396 0.012887163908800564 -0.018206609369697917 -0.029723826694931472 0.015306419961852835 -0.014486278814608648 0.03919177119668326
leaf_weight=0.0014964922615583265 0.0011662043817325671 0.001075236154647774 0.0012648553875148237 0.001110870912609991 0.0012700079244629024 0.0012910705990611235 0.0011984759740357211 0.0011376663101082011
leaf_count=394 279 117 1350 204 138 144 890 394
internal_value=0 0.00147743 0.00406116 0.000730526 0.00414443 -0.00702354 0.0120872 0.0253432
internal_weight=0 0.00984468 0.00834818 0.00727295 0.00616208 0.00256108 0.003601 0.00240252
internal_count=3910 3631 3237 3120 2916 282 2634 1744
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=12
num_cat=0
split_feature=484 474 1 160 133 12 1 151 16 12 4
split_gain=0.000200378 7.47963e-05 7.7296e-05 7.41282e-05 0.000146776 7.83053e-05 8.70102e-05 0.000122687 0.000119427 0.000128749 6.60113e-05
threshold=-0.0043499999999999988 0.085165000000000018 0.12864500000000004 -0.080734999999999987 -0.0023199999999999996 0.10058500000000002 0.090905000000000014 -0.0032449999999999996 -0.092014999999999986 0.08401500000000002 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 -6 -10 -9
right_child=1 -3 -4 4 5 -7 7 10 9 -11 -12
leaf_value=-0.00084046792168715446 -0.00053741209841707172 0.00055935294117292328 0.00037401560917102087 -0.00070328572761513188 0.00083275869721653815 -0.00035051529246064574 -0.00058353469254430264 -0.00012853329153283288 -0.00036618649443804092 0.00058805623807660259 0.00057750253689355796
leaf_weight=0.0010505144260191711 0.0011165834439033342 0.0010204671660779376 0.0018597851858203089 0.0010183366867144274 0.0013850229752509682 0.0013161737543713695 0.0011262295695504566 0.0010226551611308941 0.0011217957376558831 0.0010547080819581531 0.0010138836347288252
leaf_count=612 530 295 279 789 140 208 184 268 109 399 97
internal_value=0 4.96732e-05 6.45731e-06 -6.07224e-05 -1.96587e-06 8.68573e-05 0.000172466 -6.42219e-05 0.000382654 9.62283e-05 0.000222964
internal_weight=0 0.0130556 0.0120352 0.0101754 0.00905881 0.00804047 0.0067243 0.00316277 0.00356153 0.0021765 0.00203654
internal_count=3910 3298 3003 2724 2194 1405 1197 549 648 508 365
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=9
num_cat=0
split_feature=50 12 160 1 51 12 2 12
split_gain=2.33085e-05 3.53509e-05 5.08018e-05 5.7261e-05 5.55442e-05 4.82531e-05 4.30624e-05 3.60752e-05
threshold=0.086465000000000014 -0.036459999999999992 0.087825000000000014 0.12864500000000004 -0.07742499999999998 0.098845000000000016 0.091985000000000011 0.085665000000000005
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=-0.013055389800148674 -0.014462051354561595 -0.018025559371967054 -0.015458376372477461 0.028341286835784719 0.0013846512312501245 -0.0097455391366702629 0.010010455124701544 0.035565845101428371
leaf_weight=0.0014411396218167163 0.0010162468192360637 0.001021694560932658 0.0011728775086830012 0.0010696482627095697 0.0018274108474668899 0.0012480469481499848 0.0011656061524201317 0.0010499764117761845
leaf_count=452 715 480 314 124 1061 298 180 286
internal_value=0 0.00143373 0.00387443 0.00694594 0.00332065 0.00744258 0.0127484 0.0221213
internal_weight=0 0.0099964 0.00855526 0.00738238 0.00631273 0.00529104 0.00404299 0.00221558
internal_count=3910 3195 2743 2429 2305 1825 1527 466
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=10
num_cat=0
split_feature=48 4 151 12 47 3 4 0 43
split_gain=3.58426e-05 5.63839e-05 4.45807e-05 6.25289e-05 8.02614e-05 8.75129e-05 6.5308e-05 4.54861e-05 1.69566e-05
threshold=0.11930500000000001 0.28937500000000005 -0.024429999999999997 -0.036459999999999992 0.10697000000000002 0.10666500000000002 -0.076854999999999993 -0.10943499999999999 -0.0073699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.00023873807489505774 -0.00034963544151232962 0.00033644996821176727 -0.00054085755593348984 0.00018868066879667393 0.00048084651092145168 0.00037665481836522794 -0.00017972135566550999 -0.00073425754845282177 -0.00016549182444019944
leaf_weight=0.0018389473919487127 0.0010605285049064385 0.0018890221905403697 0.0010698839725525079 0.0010004859906902028 0.0010024966009945929 0.001080926910067781 0.0010665894271716524 0.0012182543441006943 0.0010815449903040716
leaf_count=534 161 388 168 632 115 80 179 1119 534
internal_value=0 2.74446e-05 -3.49242e-05 -0.000101844 -2.9027e-05 -0.000122853 -0.000246496 -0.000475394 4.69998e-06
internal_weight=0 0.0112482 0.00935913 0.00752018 0.0064503 0.0054478 0.00436687 0.00228484 0.00208203
internal_count=3910 3749 3361 2827 2659 2544 2464 1298 1166
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=8
num_cat=0
split_feature=52 1 43 160 3 2 16
split_gain=1.99128e-05 4.67491e-05 5.74967e-05 4.32217e-05 3.28104e-05 5.47629e-05 5.77768e-05
threshold=-0.048794999999999991 0.11257500000000001 -0.044024999999999988 -1.0000000180025095e-35 -0.13309499999999996 0.11339500000000001 -0.114825
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6
right_child=3 -3 -4 4 5 -7 -8
leaf_value=0.01771827587519078 -0.019517932967607711 0.024365506703904763 -0.012154361451044399 -0.012888289908669057 0.023695168952183588 -0.015256507384008779 -0.0020274425390987834
leaf_weight=0.0010356019534030815 0.0013116179461319264 0.0010029170347472804 0.001705253430582736 0.0013937959985954873 0.0017268896778047773 0.0010605425824864964 0.0017664346158070758
leaf_count=555 924 231 404 144 261 235 1156
internal_value=0 0.00589229 -0.000867315 -0.00308657 0.00053698 0.00464603 0.0106883
internal_weight=0 0.00374377 0.00274086 0.00725928 0.00594766 0.00455387 0.00349332
internal_count=3910 1190 959 2720 1796 1652 1417
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=9
num_cat=0
split_feature=50 160 42 43 2 4 3 52
split_gain=1.70295e-05 3.45252e-05 5.36314e-05 4.91046e-05 4.40093e-05 0.000109422 7.34482e-05 6.50115e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.083684999999999996 0.11339500000000001 0.0051950000000000008 0.0039000000000000003 -0.031409999999999993
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=0.01346954567063308 -0.012387506346680332 -0.021923547960173234 0.02008597115662996 -0.030934623259349526 -0.01865339612875461 0.0018150492110190924 0.038132434890366995 0.0030538047453912628
leaf_weight=0.0018711778248968547 0.0010119068800552621 0.0011191607072306188 0.0011977119704559896 0.0010728199484155336 0.0012641143119058815 0.0012457315552068852 0.0010070314062648493 0.001183691393989402
leaf_count=804 715 766 307 325 282 205 100 406
internal_value=0 0.00122816 -0.00160312 0.00165918 -0.00216353 0.00245918 0.0180497 -0.0131054
internal_weight=0 0.00996144 0.00809026 0.0069711 0.00577339 0.00450927 0.00225276 0.00225651
internal_count=3910 3195 2391 1625 1318 1036 305 731
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=9
num_cat=0
split_feature=124 151 4 16 48 1 52 51
split_gain=1.9937e-05 2.55572e-05 5.17369e-05 8.23677e-05 6.067e-05 4.49075e-05 4.09632e-05 7.06205e-05
threshold=-0.048219999999999992 -0.084129999999999996 0.17888000000000001 -0.094359999999999986 0.085760000000000017 0.11198000000000001 0.083750000000000005 -0.09021499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 7 -5
right_child=1 2 5 4 -6 -7 -8 -9
leaf_value=0.012980532391593351 -0.016101185799725869 -0.027879559322630316 -0.0026322906289389506 0.0056822508577310752 0.019347171780447009 0.024139091758610658 0.0078488192161949126 -0.029634773581087261
leaf_weight=0.0010641124048389799 0.0010593785525174594 0.0012184762362346339 0.0011183497032249863 0.0010277447473246619 0.0013376197072189388 0.0014249329582616344 0.0014196031870276748 0.0012607380309948403
leaf_count=319 354 407 175 354 327 237 848 889
internal_value=0 -0.00142654 0.00033855 -0.00454505 0.00108995 0.012367 -0.00549598 -0.0137741
internal_weight=0 0.00986684 0.00880746 0.00626418 0.00504571 0.00254328 0.00370809 0.00228848
internal_count=3910 3591 3237 2825 2418 412 2091 1243
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=11
num_cat=0
split_feature=158 48 52 52 1 0 16 0 2 12
split_gain=0.000137687 0.000146562 0.000116862 0.000132317 0.000109609 0.000105474 8.90265e-05 0.0001711 7.21765e-05 6.40468e-05
threshold=0.085745000000000002 0.12675000000000003 -0.27466499999999994 -0.048794999999999991 0.097480000000000011 -0.15291499999999997 -0.17157499999999998 -0.060094999999999989 0.10113500000000002 0.10058500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 9 -8 -9 -7
right_child=-2 -3 3 5 -6 6 7 8 -10 -11
leaf_value=-0.00053744472357451518 -0.00071129897938766219 -0.00067983109790067118 0.00022980645510757518 0.00045354045355868274 0.0010244582388554955 0.00042972304519247012 -0.0007400844783896789 0.00038870112996326555 -0.00031195610193842738 -0.00019082383816369948
leaf_weight=0.0010283743235960782 0.0010169191504516501 0.0010137451635080777 0.0018669524914060147 0.0017780672824230697 0.0010385920758610489 0.0016638765843353352 0.0017041832490900487 0.0012836323307774109 0.0010100256090043373 0.0010386029005354453
leaf_count=411 410 121 336 190 223 256 1730 90 84 59
internal_value=0 3.70198e-05 9.55668e-05 0.00015275 0.000513856 2.89993e-05 -8.36614e-05 -0.000269489 8.01626e-05 0.000191238
internal_weight=0 0.0134261 0.0124123 0.0113839 0.00290554 0.00847839 0.00670032 0.00399784 0.00229366 0.00270248
internal_count=3910 3500 3379 2968 559 2409 2219 1904 174 315
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=9
num_cat=0
split_feature=52 4 15 160 52 12 13 3
split_gain=1.90717e-05 3.92006e-05 5.05085e-05 3.89694e-05 2.99947e-05 6.08528e-05 7.77034e-05 3.72828e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.089594999999999994 -1.0000000180025095e-35 0.11110500000000002 0.10058500000000002 -0.083924999999999986 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -8
right_child=3 2 -4 4 -6 -7 7 -9
leaf_value=-0.0055577270449166495 -0.018640622359214574 0.030746555023592775 -0.00071857451272404533 0.020854303401314542 0.015612883026156441 -0.024502744447642517 -0.020283208612852169 0.0049298142593563327
leaf_weight=0.0016734302426626062 0.0013094012408962977 0.001025302957193924 0.0010153822503326053 0.0014784638159718471 0.0010659585140687855 0.0010288960208269414 0.0012441790007842672 0.0011094771884298733
leaf_count=795 924 176 219 421 208 206 820 141
internal_value=0 0.00578723 0.0150905 -0.00302779 0.000421432 -0.00290986 0.00288767 -0.00839818
internal_weight=0 0.00371412 0.00204069 0.00723638 0.00592697 0.00486102 0.00383212 0.00235366
internal_count=3910 1190 395 2720 1796 1588 1382 961
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=7
num_cat=0
split_feature=0 1 3 39 1 4
split_gain=2.02507e-05 4.91955e-05 3.26605e-05 7.13052e-05 4.87574e-05 7.68172e-05
threshold=0.055865000000000005 0.076710000000000014 0.11265500000000002 0.005105000000000001 0.10915500000000002 0.0057500000000000008
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=-0.017090296607469555 0.0094933939625563239 -0.0062518928283360024 -0.0093309470644536777 0.028563356710809614 -0.014278318305633104 0.027985904111948304
leaf_weight=0.0017409927590070077 0.001852500099636699 0.0015779078874393546 0.0019875097334949698 0.0010853770191037639 0.0015518469578095426 0.0011207678142766122
leaf_count=1921 255 753 278 314 224 165
internal_value=0 -0.00198076 0.00161123 0.00568696 -0.000154563 0.00796716
internal_weight=0 0.0090644 0.00732341 0.0053359 0.00425052 0.00269868
internal_count=3910 3655 1734 1456 1142 918
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=12
num_cat=0
split_feature=484 41 123 160 2 1 150 15 16 4 0
split_gain=0.000168273 6.46279e-05 0.000119005 0.000121912 0.000111468 0.000159137 0.000130861 0.000106396 9.21519e-05 9.65976e-05 8.38734e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084845000000000018 0.091575000000000017 0.10113500000000002 0.11198000000000001 0.087235000000000021 0.041585000000000004 0.25185000000000007 -0.0010999999999999996 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 10 7 8 9 -2 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00076484636696402993 0.0011856493397756065 -0.00040855273946816 -0.00053025859109286967 -0.00047639556205009365 -0.00067242816618064973 0.00051599333068200399 -0.0002403640891486076 -8.945147520388842e-06 0.00018282962375512811 0.00046000829548575693 6.8308448788134216e-05
leaf_weight=0.0010102041182748897 0.0015962285927485496 0.0010133651566286142 0.0010262895267200084 0.0010190736933630993 0.0012914118508173117 0.0013112840080567656 0.0010154736136368577 0.0010925326492501998 0.0010374794251875527 0.0012636926795142076 0.0010785152636598044
leaf_count=612 306 183 240 193 379 206 170 1074 166 285 96
internal_value=0 6.65272e-05 0.000107563 0.000168707 0.000236574 -3.20808e-05 0.000401255 0.000531828 0.000683419 0.000865016 -0.000335331
internal_weight=0 0.0127453 0.011732 0.0107057 0.00968662 0.00368121 0.00600541 0.00498993 0.0038974 0.00285992 0.00236993
internal_count=3910 3298 3115 2875 2682 681 2001 1831 757 591 475
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 16 0 52 15
split_gain=8.92292e-05 3.89393e-05 6.46722e-05 6.03327e-05 8.11331e-05 8.04394e-05 6.23639e-05 5.61166e-05 0.000103603
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.055679999999999993 -0.089879999999999974 0.10433000000000002 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -5
right_child=1 -3 -4 7 6 -7 -8 -9 -10
leaf_value=-0.00057174661224301587 9.4182899093030618e-05 0.0003583359617094581 0.00033357414851999974 -2.8085113851745688e-05 -3.0289525278584793e-05 -0.00057847036107254294 0.00061119771222511153 9.7514571304977083e-05 -0.00087549386499981036
leaf_weight=0.00100225037039653 0.0017755808729314876 0.0012963822908937739 0.0018157695264320534 0.0010897198611804757 0.0010507014577866623 0.0011113133493779854 0.0013080171206317837 0.0010130113067680175 0.0011297423862562258
leaf_count=627 772 388 196 338 277 374 583 144 211
internal_value=0 3.80777e-05 -2.25484e-06 -7.418e-05 5.56654e-05 -0.000164756 0.000325444 -0.000284891 -0.00045943
internal_weight=0 0.0115902 0.0102939 0.00847809 0.00524561 0.00288689 0.00235872 0.00323247 0.00221946
internal_count=3910 3283 2895 2699 2006 1146 860 693 549
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 49 0 13 0 16
split_gain=0.000119535 7.58996e-05 0.000118949 8.17186e-05 0.000131399 6.08622e-05 7.38094e-05 5.93789e-05 5.78809e-05 0.000130696
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.00027999999999999998 -0.006494999999999999 -0.083564999999999987 -0.076384999999999995 -0.10943499999999999 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -6
right_child=1 2 3 5 8 6 7 -9 -10 -11
leaf_value=-0.00065575277285136993 -0.00047274786415486966 0.00063813051053663954 0.00082501123806475384 -0.00054258364671221364 0.00039140858940881699 0.00036709025981046181 0.00010782123664287634 -0.00049833946336082105 0.0003284744627229905 -0.00047936696165490583
leaf_weight=0.0010130497336881339 0.0010056737320456978 0.001340753049365589 0.001000707086784406 0.0012335609560846957 0.0010962787947047074 0.0011715162667179126 0.0011190217981779491 0.001396968674798688 0.0016546263729755868 0.0016755206552900854
leaf_count=612 379 285 279 182 156 524 210 660 467 156
internal_value=0 4.41429e-05 8.86143e-05 1.74168e-05 0.000183338 -0.000165567 -3.94462e-05 -0.000228741 3.82716e-05 -0.000134965
internal_weight=0 0.0126946 0.011689 0.0103482 0.00542713 0.00492107 0.00368751 0.00251599 0.00442643 0.0027718
internal_count=3910 3298 2919 2634 1058 1576 1394 870 779 312
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=9
num_cat=0
split_feature=11 4 2 2 4 1 0 4
split_gain=1.83425e-05 4.15644e-05 5.64177e-05 8.58973e-05 4.87289e-05 4.51847e-05 6.69315e-05 2.71378e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10836000000000003 0.084235000000000018 -0.12499499999999999 0.11235500000000002 -0.17106499999999999 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -7
right_child=-2 5 -4 4 -6 7 -8 -9
leaf_value=0.024636841757977018 -0.011854392188276138 0.0065417628024448948 0.02821664829747722 -0.022374253560024746 0.006138631885655439 -0.0047069199974345693 -0.025093770406534394 0.016819740653791767
leaf_weight=0.0011495159797155741 0.001173820719045547 0.0010704788432603087 0.0010847554685127058 0.0012412913320888571 0.001159058566872183 0.0012342827219256197 0.0017821878928446484 0.0011143527182937174
leaf_count=748 279 120 260 152 1209 136 706 300
internal_value=0 0.00137101 0.00825756 0.00215854 -0.00860622 -0.00476526 -0.0132224 0.00550679
internal_weight=0 0.00983592 0.00463462 0.00354987 0.00240035 0.0052013 0.00285267 0.00234864
internal_count=3910 3631 2369 2109 1361 1262 826 436
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=9
num_cat=0
split_feature=14 49 2 3 1 43 43 3
split_gain=1.97934e-05 5.00346e-05 7.01177e-05 5.98239e-05 6.30372e-05 5.52447e-05 5.10284e-05 7.71827e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.114165 -0.078669999999999976 0.11215000000000001 -0.083899999999999988 -0.041434999999999993 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.012725484439434826 -0.0020892029341758908 0.021053359259721387 0.022546367268320374 0.027528619617539541 -0.019395247286391477 -0.030305099782208619 -0.013607462574713878 0.019849486848892685
leaf_weight=0.0011052533053223295 0.0013787838467000878 0.0011436524389069535 0.0010889832278197292 0.0010001342662051944 0.0010642408639405161 0.0013969737546891087 0.0015571730070718798 0.0012374810486978881
leaf_count=196 585 701 322 290 181 1123 386 126
internal_value=0 0.00138634 -0.00119193 -0.00457782 0.00211262 -0.0162896 0.00814446 0.00120737
internal_weight=0 0.00986742 0.00872377 0.00763479 0.00485903 0.00277576 0.00379479 0.00279465
internal_count=3910 3714 3013 2691 983 1708 802 512
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=8
num_cat=0
split_feature=0 3 0 52 151 52 2
split_gain=1.89277e-05 5.78429e-05 5.41219e-05 4.81862e-05 7.34694e-05 4.50492e-05 8.44004e-05
threshold=-0.060094999999999989 0.076695000000000013 0.12346000000000001 0.084240000000000023 -0.0088999999999999982 -0.072349999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.015974974976913522 0.023183090568306561 -0.013925515711510681 -0.0055511593307550336 -0.020728876568360938 -0.0072353687062421401 -0.007014228774041573 0.029789650464154067
leaf_weight=0.0017934114529986256 0.0018469265730973097 0.001107806997941177 0.0010161452376025448 0.0012768721178132133 0.0012405280706365178 0.0010027011726614888 0.0016458894828602524
leaf_count=537 397 161 148 1100 456 459 652
internal_value=0 0.00547735 0.0129849 -0.00317502 0.000769361 0.00849077 0.0158565
internal_weight=0 0.00397088 0.00286307 0.0069594 0.00568253 0.00388912 0.00264859
internal_count=3910 706 545 3204 2104 1567 1111
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=12
num_cat=0
split_feature=147 0 16 15 49 457 16 43 51 13 16
split_gain=7.40834e-05 8.17648e-05 0.000128328 8.14085e-05 0.000197438 0.00015412 0.000149136 7.77878e-05 7.56485e-05 6.69683e-05 4.22654e-05
threshold=0.088565000000000019 -0.075584999999999986 -0.064504999999999993 -0.074174999999999977 -0.006494999999999999 0.041935000000000007 -0.095109999999999986 -0.18906999999999999 -0.069879999999999984 -0.088854999999999976 -0.45301499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 10 -4 -9 -10 -1
right_child=-2 2 7 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00018831954107281838 0.00047794012719806918 0.00072080600155510516 0.00040069739342713136 -0.0011118004619106788 -3.8017134630539382e-05 0.00061681582804112086 -0.00078672369766640297 0.00023283546511850581 -3.4010869427143101e-05 -0.00072084860134568696 0.00035132197190409879
leaf_weight=0.00117356579156906 0.0010931317911320433 0.0011108472467728468 0.0012199310588353958 0.001077068539668708 0.0016934664295790971 0.0010820648353499903 0.0012077926312188333 0.0011333204622294897 0.0010489835148150277 0.001137753874370141 0.0010638141184368217
leaf_count=180 168 372 76 265 1280 119 448 342 43 347 270
internal_value=0 -5.36207e-05 0.000123447 -0.000190729 -0.000455459 -2.87214e-05 -0.000231473 -2.27148e-05 -0.000178294 -0.000391371 6.82655e-05
internal_weight=0 0.0129486 0.00565084 0.00729777 0.00277053 0.00452724 0.00344517 0.00453999 0.00332006 0.00218674 0.00223738
internal_count=3910 3742 1180 2562 1545 1017 898 808 732 390 450
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=9
num_cat=0
split_feature=3 16 0 1 47 0 0 48
split_gain=1.81426e-05 3.27387e-05 4.50967e-05 3.72822e-05 4.00005e-05 4.92195e-05 8.82313e-05 8.76674e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 0.076710000000000014 0.09252500000000001 -0.087614999999999985 -0.15007499999999999 0.085090000000000013
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=0.012701614330572319 -0.015367322817028115 -0.018456501322056892 0.018946005269309653 0.018590600484247214 -0.014692534849981322 -0.011705669950696732 0.03229272533423929 -0.020223660613321065
leaf_weight=0.0010143273002547444 0.0016768449449702473 0.0010043041024286352 0.0011635814704359492 0.0011997357415359077 0.00122311589411816 0.0012349421023814841 0.001298724417346082 0.0011299915407982364
leaf_count=211 1778 298 115 188 232 726 282 80
internal_value=0 -0.00133873 0.000587066 -0.0021646 0.00147278 0.00553827 0.0114072 -0.000235546
internal_weight=0 0.00993124 0.00892694 0.00776335 0.00608651 0.00486339 0.00362845 0.00232973
internal_count=3910 3699 3401 3286 1508 1276 550 268
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=9
num_cat=0
split_feature=484 15 42 151 4 15 0 16
split_gain=6.97507e-05 4.62214e-05 7.40183e-05 9.9057e-05 7.01693e-05 0.00015409 9.83582e-05 4.81433e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 0.25367000000000006 -0.038029999999999987 -0.014809999999999999 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -3
right_child=1 7 -4 4 -6 6 -8 -9
leaf_value=-0.0004978358677276267 -0.00027220766220973096 0.00010012021880751765 -0.00035396538413960731 -0.00029504785002552333 0.00058571759072834518 0.000881890088376549 0.00013824717341619886 -0.00046730233361374406
leaf_weight=0.0010281184281349829 0.0016276904333009769 0.0010407341962973132 0.0012295801506416121 0.0018885774973703023 0.001902164103736028 0.0011139714536331077 0.0017708968243248346 0.0012843325244126817
leaf_count=627 383 92 325 576 280 174 194 1259
internal_value=0 3.45642e-05 9.5022e-05 0.00016151 0.000267261 0.00014036 0.0004254 -0.000213316
internal_weight=0 0.0118579 0.00953288 0.0083033 0.00667561 0.00477345 0.00288487 0.00232507
internal_count=3910 3283 1932 1607 1224 944 368 1351
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=10
num_cat=0
split_feature=484 51 42 42 43 12 12 3 4
split_gain=9.48554e-05 5.18578e-05 5.18378e-05 5.40913e-05 6.56284e-05 7.40373e-05 8.61532e-05 6.89696e-05 8.09716e-05
threshold=-1.0000000180025095e-35 -0.09021499999999999 -1.0000000180025095e-35 0.092145000000000019 -0.083684999999999996 0.085665000000000005 0.098845000000000016 0.11818000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 -6
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.00056519250002689961 0.00035749049127218176 -0.00041560580959597993 0.00055898021676333042 -0.00032417699819112835 -0.00023540132144796489 0.00069224901527600597 -7.3824595596834103e-05 -0.00043225724053320909 0.00042557806282734605
leaf_weight=0.0010640774362644526 0.0017509770922292294 0.001072192010688088 0.0010480724545359737 0.0013386131337404126 0.0015383559337158194 0.0011662273181755074 0.0010937163121838012 0.0016521757617244202 0.0013273826975311116
leaf_count=627 402 872 306 622 305 379 70 204 123
internal_value=0 4.56666e-05 -7.67036e-06 4.00554e-05 0.000102357 3.17483e-05 0.000321502 -0.000113192 7.0758e-05
internal_weight=0 0.0119877 0.0102367 0.00916454 0.00782593 0.00677786 0.00225994 0.00451791 0.00286574
internal_count=3910 3283 2881 2009 1387 1081 449 632 428
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=10
num_cat=0
split_feature=484 15 42 124 151 1 16 16 1
split_gain=8.33053e-05 5.0111e-05 7.33142e-05 9.49111e-05 9.64078e-05 9.66087e-05 0.000193597 9.9751e-05 5.47865e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.018779999999999995 -0.044604999999999992 0.095575000000000007 -0.013279999999999998 -0.055679999999999993 0.077350000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -3
right_child=1 8 -4 4 5 7 -8 -9 -10
leaf_value=-0.00054928535547997699 -0.00038500671839921958 0.00010322991168107991 -0.00034661424253316323 -0.00024204351945121127 -0.00058125612989709714 0.00085681044766190944 0.00049435524517236898 0.00011678940443747857 -0.0005066565096305632
leaf_weight=0.0010068467444379848 0.0010341156760677421 0.0010614085477975909 0.0012155218589316548 0.0012541373402698355 0.0010310581749326177 0.0019893110238074843 0.0017109044455962039 0.0010807806372436779 0.0012139610644611651
leaf_count=627 223 858 325 307 309 203 367 198 493
internal_value=0 3.87074e-05 0.000102423 0.000169805 0.000251 0.00035739 8.98939e-05 0.000596297 -0.000222158
internal_weight=0 0.0115912 0.00931583 0.00810031 0.00706619 0.00581205 0.00274196 0.00307009 0.00227537
internal_count=3910 3283 1932 1607 1384 1077 676 401 1351
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=9
num_cat=0
split_feature=51 52 52 160 52 2 13 2
split_gain=1.85921e-05 3.12594e-05 6.35378e-05 7.11403e-05 2.92355e-05 6.0507e-05 9.07858e-05 4.10884e-05
threshold=-0.09021499999999999 -0.088354999999999989 -0.048794999999999991 -1.0000000180025095e-35 0.10433000000000002 0.10393500000000001 0.0099250000000000015 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.010110339531462446 -0.01735489954963132 0.019974575205280766 -0.027837889461547916 0.0035124910733227883 0.014374889833247036 -0.019070644248725638 -0.017920106996625284 0.031975117014308489
leaf_weight=0.0015478040599923625 0.0011254939900427483 0.0013830676114460648 0.0010236909924972518 0.0010204199825680827 0.0012384738756255811 0.0015492096019679418 0.0011092693028546775 0.0010084026992883406
leaf_count=515 487 310 815 430 248 283 196 626
internal_value=0 -0.00171238 0.000400488 -0.0034951 0.000710166 -0.00290031 0.00508264 0.0176595
internal_weight=0 0.00945803 0.00833253 0.00694947 0.00592578 0.0046873 0.00313809 0.00202882
internal_count=3910 3395 2908 2598 1783 1535 1252 1056
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=11
num_cat=0
split_feature=484 15 42 151 1 16 16 47 12 13
split_gain=6.72113e-05 5.31838e-05 8.28444e-05 8.01542e-05 8.42391e-05 0.000122238 0.00010611 6.67072e-05 6.62998e-05 4.22696e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 0.095575000000000007 -0.055679999999999993 -0.035699999999999989 0.09023500000000001 0.091475000000000015 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6 -3 -8
right_child=1 8 -4 4 5 -7 9 -9 -10 -11
leaf_value=-0.0004748571148717823 -0.0002169376925217128 -0.00050873207652752696 -0.00036983080200407977 -0.00045454933396408376 0.00043303002059939344 -1.6200750520498564e-05 2.7785487573284602e-05 0.0011073221635567545 0.00015431433266309424 0.00057260185709091783
leaf_weight=0.0010564725672566827 0.0016176793295303964 0.0013432891661008823 0.0012287514233817057 0.0010963263635900729 0.0011952792908124371 0.001232427115150413 0.0011263594445349253 0.0010681552252775894 0.0010201295329108897 0.0010653568507136865
leaf_count=627 383 824 325 310 195 232 201 68 527 218
internal_value=0 4.10285e-05 0.000105712 0.000175261 0.000268784 0.000480688 4.34871e-05 0.000751241 -0.000222539 0.000292612
internal_weight=0 0.0119938 0.00963034 0.00840158 0.0067839 0.00349586 0.00328804 0.00226343 0.00236342 0.00219172
internal_count=3910 3283 1932 1607 1224 495 729 263 1351 419
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=12
num_cat=0
split_feature=484 52 52 160 4 13 4 12 16 1 16
split_gain=0.000154674 9.50585e-05 9.79061e-05 6.94108e-05 8.90982e-05 0.000127705 0.000112274 8.8545e-05 5.27696e-05 6.38934e-05 5.05079e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.081429999999999989 -0.079234999999999986 -0.0010999999999999996 0.0099250000000000015 0.17888000000000001 0.084100000000000022 -0.46853499999999992 0.11198000000000001 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 -4 5 7 -6 -5 9 -8 -3
right_child=1 2 3 4 6 -7 8 -9 -10 -11 -12
leaf_value=-0.00074312064508489056 -0.00051835335806429516 0.00018642632944274463 -0.00038368187198947778 0.00096802379371763918 -0.00045631668214189783 -0.00024409608755508727 0.00030121139697855996 0.00019585608251197073 0.00048476381465828471 -0.00039390723551304573 0.00077711623493375778
leaf_weight=0.0010014164862047177 0.0010186718031631519 0.0011332867405536079 0.0013972209733627188 0.0011834523272520143 0.0018696795311259626 0.001001619470621818 0.0010333854348889529 0.0011031770399528608 0.0011498770463464767 0.0010007020153900031 0.0010935999327512311
leaf_count=612 379 271 595 137 276 199 142 843 176 115 165
internal_value=0 5.66458e-05 0.000105596 2.07853e-05 8.85314e-05 0.00033975 -7.49288e-05 0.000595494 0.000149029 -4.07634e-05 0.000476508
internal_weight=0 0.0129847 0.011966 0.00973911 0.00834189 0.00328825 0.00505364 0.00228663 0.00318396 0.00203409 0.00222689
internal_count=3910 3298 2919 2483 1888 1179 709 980 433 257 436
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=11
num_cat=0
split_feature=147 52 0 16 0 2 160 15 1 12
split_gain=7.73325e-05 7.73911e-05 6.54206e-05 0.000136288 9.74413e-05 0.000109007 8.89131e-05 7.15218e-05 4.13338e-05 4.11695e-05
threshold=0.088565000000000019 0.17829500000000004 -0.076734999999999984 0.15100500000000003 -0.10575999999999998 0.083795000000000022 0.08234000000000001 -0.14487999999999998 0.079945000000000016 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 7 -7 -4 -5
right_child=-2 -3 3 9 -6 6 -8 -9 -10 -11
leaf_value=0.00051772981403311379 0.00052023609663294122 -0.00055119209166599168 0.00024980189230404664 -0.0003946459172047116 -0.00057531666732908552 -8.1417589554034596e-06 0.00025421027942094758 -0.00070978849827334992 0.00079372326323179517 9.0476358452758502e-05
leaf_weight=0.0011923873168887601 0.0010060341711081939 0.0010616389941529901 0.0010048612204252869 0.0011791664381286902 0.0014534585910482359 0.0010011655884021864 0.0012363139435156573 0.0012633938107264541 0.001154030176288421 0.0015654493717278538
leaf_count=99 168 458 231 180 1618 111 159 190 407 289
internal_value=0 -4.55224e-05 3.05924e-06 0.000171975 -0.000131692 5.69424e-06 -0.000168704 -0.000399589 0.000540554 -0.000117946
internal_weight=0 0.0121119 0.0110502 0.00490351 0.00614672 0.00469326 0.00350087 0.00226456 0.00215889 0.00274462
internal_count=3910 3742 3284 1107 2177 559 460 301 638 469
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=7
num_cat=0
split_feature=43 1 43 16 160 0
split_gain=1.86569e-05 5.2602e-05 6.80096e-05 3.03938e-05 8.87948e-05 8.58207e-05
threshold=-0.18906999999999999 0.085835000000000009 0.052855000000000006 -0.055679999999999993 -0.026849999999999995 -0.14867499999999997
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=0.010130596285461431 -0.024530907544595772 -0.0052604818561834341 0.0049883705217355365 0.017490756017740899 -0.020920503960279623 0.024613844807181172
leaf_weight=0.0015491648417087804 0.0018595734121604206 0.0019945360258548203 0.0013449652387788297 0.001025648075231078 0.001456414000384891 0.0018568024166788532
leaf_count=261 1699 213 348 273 474 642
internal_value=0 -0.00170127 -0.0121415 0.00358122 -0.00504804 0.00914249
internal_weight=0 0.00953794 0.00320454 0.0063334 0.00248206 0.00385134
internal_count=3910 3649 2047 1602 747 855
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=10
num_cat=0
split_feature=484 15 124 151 1 16 12 12 4
split_gain=7.13096e-05 3.72574e-05 6.36817e-05 8.71563e-05 9.77679e-05 0.000223594 9.64869e-05 5.29906e-05 9.89279e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.018779999999999995 -0.044604999999999992 0.095575000000000007 -0.035699999999999989 1.0000000180025095e-35 0.091405000000000014 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -3 -7
right_child=1 7 3 4 6 8 -8 -9 -10
leaf_value=-0.00050936830506252391 -0.0003413867662681203 -0.000449916938200059 -0.00027934099773193753 -0.00074512597056590327 0.00076873340281176123 0.00050804204652820414 0.00012678293001193902 0.00014958128897306182 0.00023314083643269574
leaf_weight=0.0010093893062651403 0.001156621211606197 0.0013032563515302572 0.0014853173646477294 0.0010504387995844246 0.0018990579109083401 0.0010084077431134434 0.0017113795974978228 0.0010032430656635163 0.0010047903877639019
leaf_count=627 280 820 351 325 270 87 238 531 381
internal_value=0 3.39556e-05 8.91948e-05 0.000150231 0.000245833 -1.17958e-05 0.000464443 -0.000189157 0.000370838
internal_weight=0 0.0116225 0.00931601 0.00815939 0.00667407 0.00306364 0.00361044 0.0023065 0.0020132
internal_count=3910 3283 1932 1652 1301 793 508 1351 468
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=8
num_cat=0
split_feature=52 15 39 13 1 3 0
split_gain=2.03855e-05 5.77873e-05 3.06289e-05 4.42827e-05 6.67292e-05 8.70205e-05 0.0001221
threshold=-0.081429999999999989 -0.053579999999999996 0.085060000000000011 -0.10241499999999999 0.077800000000000022 -0.10628499999999998 -0.15291499999999997
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=0.02268678558493031 0.0085139231885863146 -0.006231727148424529 0.013780762576095557 -0.031167527912911427 0.021946591750697353 0.0076444763771973514 -0.030780748089311367
leaf_weight=0.0013047635662572802 0.0018631365743416667 0.0014689714469245923 0.0010112125986516517 0.001114486867622725 0.0010114342783887655 0.0016536496913164278 0.0016541760863205664
leaf_count=464 277 507 279 1460 125 160 638
internal_value=0 0.00737153 -0.00252957 -0.00478987 -0.00935151 -0.00372239 -0.0115712
internal_weight=0 0.00277374 0.0083081 0.00729688 0.00543375 0.00431926 0.00330783
internal_count=3910 971 2939 2660 2383 923 798
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 15 16 0
split_gain=1.95067e-05 5.797e-05 4.01477e-05 4.99063e-05 6.51305e-05 5.77194e-05 6.52897e-05 5.00547e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.083815000000000014 0.085835000000000009 -0.015439999999999997 -0.063614999999999991 -0.18901999999999997
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=-0.022526224099839343 -0.013198960939189859 0.020044677383855163 -0.016274822803551529 0.021146146313794436 -0.0074839546570675793 0.02432291722833136 -0.024060452089288351 0.01993700695358043
leaf_weight=0.0012430136250663791 0.0010234488962916318 0.0014158881394896782 0.0015655740490329402 0.001085837805748789 0.0013906934309459995 0.0010154921322253988 0.0010241695741413075 0.0012769605953233338
leaf_count=996 187 237 535 987 129 376 184 279
internal_value=0 0.00129483 -0.00179149 0.00143111 -0.00216656 0.00320961 -0.00259793 0.00564199
internal_weight=0 0.0100176 0.00860174 0.00703617 0.00595033 0.00470732 0.00369182 0.00266765
internal_count=3910 3723 3486 2951 1964 968 592 408
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=9
num_cat=0
split_feature=52 160 49 160 3 3 2 16
split_gain=1.94139e-05 6.15845e-05 6.62783e-05 3.30342e-05 3.07083e-05 5.00161e-05 3.80657e-05 6.40255e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.047894999999999993 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.093815000000000009 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=0.027035267084734985 -0.017454215501619127 0.015086676655994455 -0.016101273813752079 -0.012872321915986524 0.021548634533854187 -0.01748826264829878 -0.0099924723148102756 0.023940585640858079
leaf_weight=0.0010009839536032445 0.001307619978382084 0.0012484578271822894 0.0015001670638025086 0.001396069122951594 0.0012051766088231643 0.0010963997191314077 0.0012387316024953555 0.0010089284881887092
leaf_count=244 924 230 716 144 955 305 195 197
internal_value=0 0.00579856 -0.00193534 -0.00306387 0.000101169 0.00408247 -0.00221221 0.00523938
internal_weight=0 0.00374961 0.00274862 0.00725293 0.00594531 0.00454924 0.00334406 0.00224766
internal_count=3910 1190 946 2720 1796 1652 697 392
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=11
num_cat=0
split_feature=484 12 15 42 49 12 3 1 2 49
split_gain=0.000134476 6.5046e-05 9.10518e-05 0.000156287 9.09628e-05 8.79787e-05 6.61893e-05 0.000115807 0.00010072 2.65291e-05
threshold=-0.0043499999999999988 -0.036459999999999992 1.0000000180025095e-35 0.091955000000000023 -0.00064499999999999985 0.091475000000000015 0.10856000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.068409999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -4 7 -6 -9 -3
right_child=1 2 5 -5 6 -7 -8 8 -10 -11
leaf_value=-0.0007010680413551552 -0.00029339449499816262 0.00017306643390376712 -0.00056784014666980348 -0.00046783747877423068 4.421680850244495e-05 0.00017783983506815555 0.0001368739307587729 0.00047781415899845 0.0012830163419562952 -0.00026802493934962072
leaf_weight=0.0010115946957054396 0.0019035640379492244 0.0010614185782868366 0.00135626162594995 0.0011801136499827751 0.0010215036001423481 0.0011030835094116009 0.0018331979389897366 0.001360601621693755 0.0010645809407158757 0.0010358265020306047
leaf_count=612 477 161 796 236 419 528 101 176 215 189
internal_value=0 4.12982e-05 9.91299e-05 0.000194694 0.000300678 -0.000233382 0.000437902 0.000598011 0.000831273 -4.4788e-05
internal_weight=0 0.0129202 0.0110166 0.00855724 0.00737713 0.00245935 0.00527988 0.00344669 0.00242518 0.00209725
internal_count=3910 3298 2821 1497 1261 1324 911 810 391 350
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=9
num_cat=0
split_feature=12 13 1 2 14 15 1 13
split_gain=1.86094e-05 4.78197e-05 3.89135e-05 6.7438e-05 4.09935e-05 5.0751e-05 5.07869e-05 6.17469e-05
threshold=0.11655500000000001 0.10924000000000002 0.076710000000000014 0.097360000000000016 -1.0000000180025095e-35 -0.11219499999999999 0.089175000000000018 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -8
right_child=-2 -3 4 -5 5 6 7 -9
leaf_value=-0.030968363002726124 -0.012896919375655258 0.018322277334060087 -0.016121086338990974 0.0046554294313917331 0.025621988161257398 0.019192734228482576 0.0093752610997604666 -0.018219811451060757
leaf_weight=0.0010699313965565329 0.001022735726048934 0.0014115416019545189 0.0010154473533783639 0.0010557779135739976 0.001040971558139211 0.0011441585912889329 0.0015248821596213526 0.0017317416569795057
leaf_count=1386 187 237 178 380 271 347 611 313
internal_value=0 0.00126561 -0.00153952 -0.0132751 0.00232381 0.00576569 0.00106883 -0.00529869
internal_weight=0 0.00999445 0.00858291 0.00212571 0.0064572 0.00544175 0.00440078 0.00325662
internal_count=3910 3723 3486 1766 1720 1542 1271 924
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=12
num_cat=0
split_feature=14 157 43 43 0 2 49 16 43 48 15
split_gain=0.000190059 0.000116227 6.96113e-05 0.000125715 0.000168034 0.000110298 9.53875e-05 8.09932e-05 0.000134116 0.000121795 5.19252e-05
threshold=0.018455000000000003 -0.077044999999999988 -0.044024999999999988 -0.079804999999999987 -0.017269999999999997 1.0000000180025095e-35 0.093425000000000022 -0.055679999999999993 0.0041500000000000009 0.086215000000000014 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -9 10 -4
right_child=-2 2 6 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00063076380200462667 -0.00083139117423055014 -0.00074281336407856758 0.00048455950223206206 0.00078192221555773648 0.00062088817843766492 0.00010095015455972652 0.00038970492759346444 -0.0009734966066936155 -1.8495496715144596e-07 -0.00054752734257876778 -8.1436998619449568e-05
leaf_weight=0.0012217580273544233 0.0010014433192080908 0.0011068868634860898 0.001237843015883431 0.0010425218970943808 0.0011579903072259862 0.0012896119873913694 0.0011528664468695889 0.0011841594603222273 0.0010072979861819301 0.001264281262103914 0.0012549741712582813
leaf_count=452 159 204 206 473 118 680 224 384 113 142 755
internal_value=0 5.52984e-05 -4.80196e-06 0.000183191 7.5844e-06 -0.000288765 -0.000126497 -0.000226539 -0.000526116 -5.1801e-05 0.000199616
internal_weight=0 0.0129202 0.0116984 0.00459701 0.00355449 0.0023965 0.00710142 0.00594856 0.00219146 0.0037571 0.00249282
internal_count=3910 3751 3299 1475 1002 884 1824 1600 497 1103 961
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=8
num_cat=0
split_feature=11 43 2 4 1 43 15
split_gain=2.2404e-05 3.51903e-05 5.93761e-05 4.00076e-05 5.73931e-05 7.12442e-05 3.79197e-05
threshold=0.079700000000000007 -0.044024999999999988 0.093815000000000009 0.080255000000000007 0.095575000000000007 0.0033500000000000005 -0.053579999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.014051046381099087 -0.014320950296685035 -0.019188907141992721 0.026447754302739407 -0.015025891729478748 0.018838808408221896 0.012077235089155409 -0.011246478728810275
leaf_weight=0.0010554986173376825 0.0010006008511114035 0.0016897187757795881 0.0012887962167973384 0.0019599530110724966 0.0014026794168891321 0.0012815122252092983 0.0013508677213295382
leaf_count=485 254 806 570 373 247 463 712
internal_value=0 0.00137124 0.00912656 -0.0031532 0.00216696 -0.00570361 -0.000150287
internal_weight=0 0.010029 0.00369516 0.00633386 0.00437391 0.00297123 0.00240637
internal_count=3910 3656 1767 1889 1516 1269 1197
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=12
num_cat=0
split_feature=484 52 52 16 160 12 1 1 52 0 12
split_gain=0.000207112 7.18119e-05 9.90212e-05 7.59834e-05 7.11795e-05 6.65506e-05 8.66821e-05 8.29307e-05 9.92714e-05 0.000115152 4.34645e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.081429999999999989 0.011450000000000002 0.085065000000000016 0.11655500000000001 0.11561500000000001 0.10884000000000001 0.084240000000000023 -0.11287999999999999 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -4 -10
right_child=1 2 4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0008473575455284517 -0.00043410214878642807 0.00011113567535806679 0.00086491142370624717 0.0008170192574111177 -0.00047154520819425348 -0.00037286138982062429 0.00055641414856831236 -0.00042738949234245952 -0.00047700959154552418 6.6691296199433689e-05 9.9590846388615444e-05
leaf_weight=0.0010447289744427808 0.0010434631385271729 0.0011732161614101668 0.001137525192534572 0.0011719428472370085 0.0010326102690367813 0.0011241070200357717 0.0015249555309817184 0.0012036399482249806 0.0010052809430877619 0.0017854766006035316 0.0010052199470986932
leaf_count=612 379 271 138 165 157 105 323 92 129 711 828
internal_value=0 5.95466e-05 0.000101893 0.000463886 1.54338e-05 7.26666e-05 0.00013803 3.40701e-05 0.000146654 0.000377329 -0.000188718
internal_weight=0 0.0132074 0.012164 0.00234516 0.00981882 0.00878621 0.0076621 0.00613714 0.0049335 0.002923 0.0020105
internal_count=3910 3298 2919 436 2483 2326 2221 1898 1806 849 957
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=11
num_cat=0
split_feature=484 48 39 12 4 151 2 0 4 0
split_gain=0.000144067 7.35143e-05 0.000143434 0.000128703 0.000111566 6.66027e-05 8.59153e-05 9.96423e-05 6.2287e-05 3.53773e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.092870000000000022 0.11655500000000001 0.28937500000000005 -0.08341999999999998 0.10113500000000002 -0.071924999999999989 0.0051950000000000008 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11
leaf_value=-0.00071886536091022657 0.00058713371571606247 -0.00045186859069643156 -0.00058089327249841931 -0.00045755421129988356 0.00073889326117257349 -0.00030042779385942164 -0.00028177356360932867 0.00078526109018869808 0.00026371516040435053 0.00028096899218929311
leaf_weight=0.0010238047333429512 0.0011280539117547094 0.0010509382916013129 0.001113233329631016 0.0011634096813608599 0.0014269216041364633 0.0015373132841344944 0.0019049281072978184 0.0010528842245030243 0.0014738310927304246 0.001086997794092914
leaf_count=612 266 137 196 117 259 1374 445 180 215 109
internal_value=0 4.52174e-05 8.9163e-05 0.000158395 0.000232956 0.000144743 7.40174e-05 0.000205594 -2.43031e-05 0.000529095
internal_weight=0 0.0129385 0.0118876 0.0107743 0.00961093 0.00818401 0.00705595 0.00515103 0.00301114 0.00213988
internal_count=3910 3298 3161 2965 2848 2589 2323 1878 1589 289
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=8
num_cat=0
split_feature=11 43 0 15 4 4 43
split_gain=1.81811e-05 2.87281e-05 5.32835e-05 0.00011831 3.30969e-05 5.31309e-05 6.19521e-05
threshold=0.079700000000000007 -0.044024999999999988 -0.017269999999999997 -0.053579999999999996 0.080255000000000007 0.0057500000000000008 0.0050750000000000005
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=0.019677998782381668 -0.012863298927434234 -0.015777263308772941 0.027598428986844704 -0.022502638050323223 -0.013616924806805146 0.019575213868534346 0.013061018198798437
leaf_weight=0.0014867152890602597 0.0010085521902564601 0.0019723164574384647 0.0010258336166139395 0.0012030405253159343 0.00197322302810233 0.0012336704248028492 0.0011970549317258574
leaf_count=772 254 920 166 829 373 186 410
internal_value=0 0.00121806 0.00820742 0.000811968 -0.00285479 0.00196827 -0.0048852
internal_weight=0 0.0100919 0.00371559 0.00268976 0.00637626 0.00440304 0.00316937
internal_count=3910 3656 1767 1601 1889 1516 1330
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=9
num_cat=0
split_feature=4 42 15 2 0 2 43 3
split_gain=2.15761e-05 4.05128e-05 6.71601e-05 6.02379e-05 4.03048e-05 8.13613e-05 4.54944e-05 7.31879e-07
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 0.11339500000000001 -0.10131499999999999 0.086315000000000017 0.0041500000000000009 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2
right_child=7 -3 -4 -5 6 -7 -8 -9
leaf_value=0.040778379031535493 0.0074266065576273676 -0.014796607161749575 -0.021908060568665764 -0.016420531917669994 -0.0079229189477851621 0.0026429840409727947 0.018848981219255379 0.01125003475058437
leaf_weight=0.001022593652084419 0.0010009018361807689 0.0019749280374602328 0.0010527278716102187 0.0010408277566947713 0.0017360992037903989 0.0012352328021515736 0.0010005687212596983 0.0010016946889469481
leaf_count=79 114 1254 799 196 827 221 108 312
internal_value=0 -0.00213034 0.00139883 0.0054642 0.0100249 0.0199149 0.00186531 0.00933908
internal_weight=0 0.00906298 0.00708805 0.00603532 0.00499449 0.00225783 0.00273667 0.0020026
internal_count=3910 3484 2230 1431 1235 300 935 426
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=8
num_cat=0
split_feature=1 52 1 1 3 4 52
split_gain=1.80661e-05 3.94989e-05 6.05289e-05 5.28337e-05 4.96235e-05 7.05794e-05 6.64074e-05
threshold=0.12730000000000002 0.11588000000000002 0.11097000000000001 0.10134000000000001 0.090325000000000003 -0.15534499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.01501114541694042 0.0093249967312415121 -0.019375513142890932 -0.016329234638750158 0.025648655543665105 0.017394823979509935 -0.030435797443656716 0.00052621411222252587
leaf_weight=0.0012734166567015697 0.0017336274332339233 0.0011234742868851217 0.0016749003504457991 0.0010399048453192013 0.0013866344391897795 0.0012579041357695931 0.0015417594187306014
leaf_count=148 345 564 261 267 129 913 1283
internal_value=0 -0.00179435 0.000621933 0.00499011 0.00105531 -0.0045073 -0.0133852
internal_weight=0 0.00929799 0.00817452 0.00649962 0.00545971 0.00407308 0.00279966
internal_count=3910 3565 3001 2740 2473 2344 2196
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=10
num_cat=0
split_feature=484 159 42 43 47 2 2 2 16
split_gain=8.99041e-05 4.80981e-05 6.75562e-05 8.04638e-05 0.00010695 9.49355e-05 6.14605e-05 4.55103e-05 5.38569e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 -1.0000000180025095e-35 -0.15109999999999998 0.10561500000000001 0.10571000000000001 0.11542500000000001 0.086915000000000006 -0.079819999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00055844117619807383 -0.00037676171054000431 0.0003937717025609646 0.00057471287519228074 0.00016920604534523381 0.00057093967141279701 -0.0007085230321137604 -9.8706985661164558e-05 0.00031280554121202901 -0.00041865568209860485
leaf_weight=0.0010504899973422408 0.0015878869730020931 0.0013141714845391868 0.0010403871578573949 0.0013340044599412879 0.0010702136206203645 0.0012391209273732154 0.0013042096395463601 0.0018630292706599814 0.0010877233418903807
leaf_count=627 903 388 106 335 147 170 221 599 414
internal_value=0 4.00824e-05 -4.07332e-06 6.21318e-05 -5.38685e-06 -9.57185e-05 -0.000395812 8.24098e-05 -9.48331e-05
internal_weight=0 0.0118407 0.0105266 0.00893869 0.0078983 0.00682809 0.00254333 0.00428476 0.00242173
internal_count=3910 3283 2895 1992 1886 1739 391 1348 749
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=11
num_cat=0
split_feature=484 39 39 48 3 150 47 12 160 2
split_gain=8.93932e-05 6.07091e-05 6.35948e-05 6.22785e-05 7.54639e-05 9.47544e-05 9.17615e-05 8.89744e-05 9.33707e-05 0.000103434
threshold=-1.0000000180025095e-35 0.092870000000000022 1.0000000180025095e-35 0.11379500000000002 -0.13927999999999999 0.086420000000000011 0.09252500000000001 0.095295000000000019 -0.080184999999999992 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00054040140829395391 0.00047561914151374331 -0.00037600091776936737 0.00056392272632626379 -0.00038390180314582694 -0.00010445370850894285 -0.00047073421155155736 -0.0004087825797333799 -0.00020996091423945956 0.00022723642762454769 0.0010082272063362924
leaf_weight=0.0010780202938206048 0.0016831575435128365 0.0011730155460323707 0.0010031120093274811 0.0011470771630663614 0.0010710124029955225 0.0012744586245390334 0.0010532722876076973 0.0013164910653955544 0.0014338627919666894 0.0011956144188840336
leaf_count=627 277 230 212 110 353 265 177 489 905 265
internal_value=0 4.83604e-05 9.28925e-05 4.64553e-05 0.000101136 1.53176e-05 0.000117365 0.000227825 0.000383572 0.00058235
internal_weight=0 0.0123511 0.0111781 0.0101749 0.00902787 0.00734471 0.00607025 0.00501698 0.00370049 0.00262948
internal_count=3910 3283 3053 2841 2731 2454 2189 2012 1523 1170
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=11
num_cat=0
split_feature=484 15 11 3 16 52 40 0 15 16
split_gain=7.31138e-05 4.8516e-05 9.64237e-05 5.53734e-05 7.02354e-05 7.64027e-05 9.69854e-05 7.48333e-05 7.45683e-05 9.73545e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.077330000000000024 -0.10628499999999998 -0.30307999999999996 0.10433000000000002 -1.0000000180025095e-35 -0.053834999999999994 -0.0071449999999999994 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.0005005614451074875 0.00039709277471497521 0.00036285026073874712 -0.000578443607617027 -0.00048503061261449674 -0.00057499521205885335 0.00052572932323939853 -0.00036877508793652374 -0.0003848188089005379 0.00061363179820076103 0.00042254824929901662
leaf_weight=0.0010315573084463256 0.0013264538797053615 0.001867548726389545 0.0010054872530834156 0.0010490852532033784 0.0010362218469759012 0.0011294500595771207 0.0012206182350033975 0.0010041840022086412 0.0012249296829073249 0.001171331141354085
leaf_count=627 291 192 214 215 215 450 176 186 891 453
internal_value=0 4.33648e-05 -4.49716e-07 5.94435e-05 -1.2869e-05 6.01172e-05 -3.284e-05 8.87322e-05 0.000220208 1.87338e-05
internal_weight=0 0.0120353 0.0107089 0.00970337 0.00783582 0.00678673 0.00565728 0.00462106 0.00361688 0.00239195
internal_count=3910 3283 2992 2778 2586 2371 1921 1706 1520 629
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=8
num_cat=0
split_feature=15 15 43 4 43 16 0
split_gain=1.90668e-05 5.99626e-05 3.98681e-05 5.86924e-05 6.31452e-05 7.41368e-05 5.58155e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.23071499999999998 -0.079109999999999986 -0.0095499999999999977 -0.11756999999999999
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=0.011603282106161173 -0.024066183836884913 0.01661939522685035 -0.0185048495948359 -0.017445900927195414 -0.011915615704695787 0.026149450487092926 0.015794740739994987
leaf_weight=0.0012470154364487241 0.0010536002171264982 0.0014050694016932222 0.0016309224153729504 0.0011988727617186952 0.0018072146993576349 0.0015463473564253081 0.0012159811903387214
leaf_count=302 312 219 293 889 227 498 1170
internal_value=0 -0.00152079 0.00117716 -0.00175519 0.0029805 0.0083396 -0.000770036
internal_weight=0 0.00985801 0.00880441 0.00739934 0.00576842 0.00456954 0.0030232
internal_count=3910 3608 3296 3077 2784 1895 1397
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=11
num_cat=0
split_feature=147 15 16 0 157 4 47 2 0 0
split_gain=6.92201e-05 6.12737e-05 8.72965e-05 4.80836e-05 4.79376e-05 5.78857e-05 0.000106562 8.2857e-05 9.09135e-05 7.30728e-05
threshold=0.088565000000000019 -0.24219999999999997 -0.41862999999999995 -0.23029999999999998 -1.0000000180025095e-35 -0.0021099999999999995 0.10783500000000001 0.10836000000000003 0.12346000000000001 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 8 9 -6
right_child=-2 2 3 4 5 6 -8 -9 -10 -11
leaf_value=0.00036088024019698215 0.00049003237160639957 -0.00057957956489950683 0.0003471547010674836 -0.00046337954634317468 -0.00012659883028066704 -0.00053451635527789853 0.00026005359638363919 0.00059650862916211004 -0.00051154539734714441 0.00057760337971961273
leaf_weight=0.0012741928231235445 0.0010056133059156728 0.0012562130798987525 0.0011456944795996153 0.0010961295040468654 0.0012819249519508537 0.0017735964806659807 0.0010233676124794464 0.0010535802398769327 0.0010513134677144695 0.0010151628280289438
leaf_count=304 168 232 65 595 1524 506 93 207 78 138
internal_value=0 -4.5574e-05 -9.39897e-05 -2.93758e-05 -8.13812e-05 -2.32172e-05 -0.000243795 0.000116935 -3.39635e-05 0.000184613
internal_weight=0 0.0119712 0.010697 0.00944077 0.00829508 0.00719895 0.00279696 0.00440198 0.0033484 0.00229709
internal_count=3910 3742 3438 3206 3141 2546 599 1947 1740 1662
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=10
num_cat=0
split_feature=484 39 12 43 42 3 16 16 1
split_gain=8.58e-05 4.98243e-05 6.04749e-05 7.60617e-05 8.36926e-05 0.000105072 5.58441e-05 5.47394e-05 6.22412e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 -0.15648499999999999 0.085775000000000004 -0.115685 0.050115000000000007 -0.25582999999999995 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00054894087481959083 0.00060945537537090587 -0.00034694337107859158 -0.00035463942617601762 0.00066558842554539335 -0.00029703448120763066 -0.0001863051932224632 -0.00033622183459375738 6.3547915657481972e-05 0.00063791227494812538
leaf_weight=0.0010275530464916244 0.0011314782901613888 0.0011487798211386362 0.0010943831767732158 0.0013254820884823371 0.0018807337931015296 0.0012861257607502158 0.0011385695572228884 0.0017842503256105305 0.0012222885983609686
leaf_count=627 192 230 120 207 1055 191 228 876 184
internal_value=0 4.13891e-05 8.24547e-05 0.000131421 6.88001e-05 0.00017063 4.98366e-05 0.000152233 0.000297052
internal_weight=0 0.0120121 0.0108633 0.00976893 0.00863745 0.00675672 0.00543123 0.00429266 0.00300654
internal_count=3910 3283 3053 2933 2741 1686 1479 1251 1060
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=9
num_cat=0
split_feature=150 151 133 0 15 16 42 12
split_gain=2.02128e-05 7.34488e-05 4.23464e-05 5.23586e-05 4.77841e-05 3.80226e-05 3.41676e-05 4.0295e-05
threshold=0.077110000000000012 -0.024429999999999997 0.08845500000000002 -0.075584999999999986 -0.0089749999999999986 -0.09601999999999998 0.084305000000000005 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -5
right_child=1 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.0058191149061578105 0.023098190568557345 -0.010823482780472451 -0.02146323816010404 0.016332784657995095 0.0067107718865491717 -0.030348241677575633 0.024562852080402542 -0.010367878755773018
leaf_weight=0.0016329052483148251 0.0014078786884663824 0.0011677415807818956 0.0010242497476871566 0.0011081712969459321 0.0015635066922743013 0.0010309110783449048 0.001047178261764572 0.0011535667674245423
leaf_count=351 335 188 810 225 991 498 250 262
internal_value=0 0.00771869 -0.00238522 0.000207677 -0.00716673 -0.015312 0.00962888 0.0027145
internal_weight=0 0.00257562 0.00856049 0.00753624 0.00422732 0.00266382 0.00330892 0.00226174
internal_count=3910 523 3387 2577 1840 849 737 487
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=10
num_cat=0
split_feature=484 159 12 47 2 2 2 16 3
split_gain=7.61639e-05 4.68517e-05 6.3556e-05 8.61824e-05 8.79889e-05 0.000100492 9.33909e-05 8.22831e-05 2.51924e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 0.10113500000000002 0.11542500000000001 0.086650000000000019 -0.083564999999999987 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00051706640392963057 0.00024389067406610163 0.00033416161844956947 -0.00046547006140053423 0.00043594660140398438 -0.00066719946670752391 6.1128892088368496e-05 0.00061286632951351825 -0.00048949755047289381 0.00019672192970626137
leaf_weight=0.0010409998776752865 0.0010827175359267136 0.0017319101657352924 0.0010755518063466614 0.0017069590566027408 0.0015209927583308624 0.0013976073788037325 0.0011145012620933327 0.0012876835896314539 0.0011227113759019504
leaf_count=627 471 522 123 179 335 258 684 603 108
internal_value=0 3.57557e-05 -1.43778e-05 3.8169e-05 -5.20477e-05 -0.000318431 0.000116687 -0.000154511 0.000404031
internal_weight=0 0.0120406 0.0103087 0.00923317 0.00752621 0.0029186 0.00460761 0.0023704 0.00223721
internal_count=3910 3283 2761 2638 2459 593 1866 1074 792
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=12
num_cat=0
split_feature=14 147 484 52 52 151 1 12 12 16 48
split_gain=0.000204568 0.000153284 0.000118843 8.04673e-05 0.000199711 8.33725e-05 9.38933e-05 7.30565e-05 0.000117273 0.000106449 5.74407e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.27466499999999994 -0.081429999999999989 -0.0088999999999999982 0.11235500000000002 0.095295000000000019 0.085665000000000005 -0.055679999999999993 0.08346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 -6 7 8 9 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00078081172953281585 -0.0009867519009287369 0.00062314007327871881 -0.0006060232831121364 0.00085075626109916555 -0.00065590445502758496 2.3729186762937424e-05 0.00029762965871945728 -0.00063720697559291014 0.00046832003182002528 -0.00074173502586142757 0.00019639752600580796
leaf_weight=0.001005281070614295 0.0010096080136797999 0.0011193627760205495 0.001006274870025148 0.0010203408340512974 0.0011353725667162719 0.001681935976277641 0.0018368587742628737 0.0012229489127863775 0.0010618321283039833 0.0011945524481316132 0.0010429460199807734
leaf_count=568 147 216 356 187 223 276 321 408 880 154 174
internal_value=0 -7.1315e-05 -0.000134988 -7.70369e-05 -2.48337e-05 -0.000163044 -8.30824e-05 -0.000218575 -8.85792e-05 -0.000294154 0.000519992
internal_weight=0 0.0133277 0.0122083 0.0112031 0.0101968 0.0081335 0.00699813 0.00516127 0.00393832 0.00287649 0.00206329
internal_count=3910 3763 3547 2979 2623 2262 2039 1718 1310 430 361
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=10
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15
split_gain=7.40664e-05 4.15008e-05 7.60215e-05 6.97862e-05 9.75123e-05 0.000121713 7.45286e-05 0.000142999 0.000120708
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 0.11203000000000002 0.097360000000000016 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00050958505978203989 0.00050345485250646643 0.00041439701481577426 -0.00051529996883127908 -0.00031154243649179984 -0.00040756278417286384 -0.00031474893523307642 -0.00016973074951798694 0.0010227008008717577 0.0005224027507089421
leaf_weight=0.0010467870416189925 0.0011587169484678353 0.001011306837799284 0.0010026273834759904 0.0019761610986476792 0.0018552946905525209 0.001159619696411147 0.0011566684033324573 0.0010272703470996444 0.0015437630670817831
leaf_count=627 198 216 116 436 971 249 217 237 643
internal_value=0 3.44558e-05 -8.59759e-07 5.13591e-05 -8.72394e-06 9.90877e-05 0.000265124 0.000399948 0.000163305
internal_weight=0 0.0118914 0.0108801 0.00987749 0.00871878 0.00686348 0.00488732 0.00373065 0.00270338
internal_count=3910 3283 3067 2951 2753 1782 1346 1129 892
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=11
num_cat=0
split_feature=484 15 42 124 151 1 16 16 2 12
split_gain=6.67481e-05 5.14855e-05 9.11282e-05 0.000106693 9.72401e-05 8.30783e-05 0.00019574 8.34376e-05 5.48633e-05 5.23602e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.018779999999999995 -0.044604999999999992 0.095575000000000007 -0.013279999999999998 -0.055679999999999993 0.090695000000000012 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7 -3
right_child=1 9 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.00048364282178980168 -0.00041050923618872167 -0.00047538162067177508 -0.00039358204557679935 -0.00023293036975708704 -0.0005468613741460034 0.00050171284260639153 0.00052233417679983015 0.00014344545883199412 0.0011402992130595275 0.00011340497874201848
leaf_weight=0.0010339534726291526 0.0010469477692843492 0.0013538534998355266 0.0012492872724502177 0.0012721912879371817 0.0010582624380571337 0.0010599932819407298 0.001741804874020731 0.0010919137305667719 0.0010102138345030637 0.0010168254071127557
leaf_count=627 223 824 325 307 309 85 367 198 118 527
internal_value=0 3.57419e-05 0.000100063 0.000174532 0.000259198 0.000364207 0.000118241 0.000582011 0.000813328 -0.000222841
internal_weight=0 0.0119013 0.00953061 0.00828133 0.00723438 0.00596219 0.00280007 0.00316212 0.00207021 0.00237068
internal_count=3910 3283 1932 1607 1384 1077 676 401 203 1351
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 2 0 4
split_gain=8.94273e-05 5.26884e-05 8.40325e-05 5.63296e-05 8.92195e-05 6.77836e-05 9.22729e-05 7.12913e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.10113500000000002 -0.060094999999999989 0.0057500000000000008
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=-0.00056490529510067706 -0.00018674068228008751 0.00035224065782304037 0.00035825189061430363 -0.00045108870881102977 -0.0004899881728343972 -0.00024550920843551747 0.00071378021755043265 0.00045530127576797326
leaf_weight=0.0010340166023659605 0.0018914724576935464 0.0017337640144870917 0.0018772974077410293 0.0014569517423751758 0.0013048926869209483 0.0017320092157126557 0.0010629232353940926 0.0010253754195553931
leaf_count=627 1385 522 193 368 227 345 93 150
internal_value=0 3.58934e-05 -1.70943e-05 -0.000100251 -2.74023e-05 7.82784e-05 0.000219192 3.89598e-05
internal_weight=0 0.0120847 0.0103509 0.00847362 0.00701667 0.00571178 0.00397977 0.00291685
internal_count=3910 3283 2761 2568 2200 1973 1628 1535
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=10
num_cat=0
split_feature=484 159 12 47 2 2 49 16 48
split_gain=7.96148e-05 5.11216e-05 8.52901e-05 8.29815e-05 9.82975e-05 0.000122185 0.000117195 0.000115223 5.08635e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.029304999999999998 -0.055679999999999993 0.085760000000000017
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=-0.00052427596368285773 0.00017160951034090008 0.00033830640309911314 -0.00052674164800892078 0.00042499617598645606 0.00021555537885081945 0.00069383684118677885 -0.00060635193453605042 -0.00069035355164095329 0.00011246652990562378
leaf_weight=0.001073400597515547 0.0014702060031909934 0.0017960489267886204 0.0011375834973061149 0.0017659566157289643 0.0010114434546275065 0.0013541450328722288 0.0019585836349246336 0.0010030155243690316 0.0010101953967337626
leaf_count=627 750 522 123 179 138 644 455 324 148
internal_value=0 3.2173e-05 -1.91597e-05 4.11541e-05 -4.56651e-05 0.000126724 -0.000326451 -0.00017796 0.000445439
internal_weight=0 0.0125072 0.0107111 0.00957355 0.00780759 0.00483756 0.00297003 0.00247322 0.00236434
internal_count=3910 3283 2761 2638 2459 1866 593 1074 792
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=10
num_cat=0
split_feature=147 159 0 42 15 16 12 0 1
split_gain=6.8997e-05 7.05576e-05 6.65941e-05 9.21719e-05 7.33179e-05 7.18878e-05 8.07971e-05 5.87603e-05 3.15425e-05
threshold=0.088565000000000019 -0.034019999999999988 -0.076734999999999984 0.085330000000000003 -0.073314999999999991 0.15100500000000003 0.091405000000000014 -0.14867499999999997 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 8 -7 -3 -4
right_child=-2 2 5 -5 -6 6 -8 -9 -10
leaf_value=-0.0005404184971136175 0.00048055478556583884 -6.3456575604019239e-05 0.00020450536199501275 -0.00063026457128570208 -0.00032300643746352659 -0.00043080556640267583 0.00024597385829173805 0.00047984217260780383 0.0006925865406953171
leaf_weight=0.0010284748357245492 0.0010255468308184241 0.0018439605969990374 0.0010135878579620415 0.0011815088388656978 0.0019325824926524774 0.001158980861159592 0.0016349130662594328 0.0013084519888989041 0.0010227086460607307
leaf_count=513 168 144 217 762 829 174 277 431 395
internal_value=0 -4.9106e-05 -3.5697e-06 -0.000136928 -2.23004e-05 0.000169444 -3.47721e-05 0.000162047 0.000449639
internal_weight=0 0.0121252 0.0110967 0.0062665 0.005085 0.00483019 0.00279389 0.00315241 0.0020363
internal_count=3910 3742 3229 2166 1404 1063 451 575 612
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=11
num_cat=0
split_feature=484 48 39 2 49 52 2 42 13 4
split_gain=0.000118968 5.85214e-05 0.000112992 0.000111794 6.31582e-05 0.000122135 6.94701e-05 0.000115901 8.78488e-05 7.61553e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.092870000000000022 0.11542500000000001 -0.084934999999999997 -0.07984999999999999 0.10393500000000001 0.084100000000000022 0.0034250000000000005 -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 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00065909036290983985 -0.00035359591683598615 -0.00040059341803333107 -0.0005293777024654913 0.00068925267134116246 0.00057280157656464017 0.00081216216280446528 -0.00038699358866383184 -0.00044363621193702361 -0.00019550675244964325 0.0001522568744700709
leaf_weight=0.0010103566424383833 0.0011961297618295801 0.0010628043168435077 0.0010633769195891101 0.0012603163119701182 0.0018441316586559108 0.0012699197133049941 0.0013949922394428209 0.0011262249987733586 0.0010959128891899865 0.001428845445994266
leaf_count=612 174 137 196 333 568 496 146 795 252 201
internal_value=0 3.99099e-05 7.99933e-05 0.00014103 6.71816e-05 0.000128861 -7.62098e-07 0.000108728 0.000272664 0.000462779
internal_weight=0 0.0127427 0.0116798 0.0106165 0.00935616 0.00816003 0.0063159 0.0049209 0.00379468 0.00269877
internal_count=3910 3298 3161 2965 2632 2458 1890 1744 949 697
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=10
num_cat=0
split_feature=4 42 15 3 151 4 16 16 2
split_gain=2.21375e-05 4.12742e-05 6.3824e-05 4.99466e-05 5.71121e-05 8.90162e-05 3.36585e-05 1.31646e-05 8.0697e-06
threshold=0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.10628499999999998 -0.024429999999999997 -0.017449999999999997 -0.070594999999999977 0.037105000000000006 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -3 -2
right_child=8 7 -4 4 5 6 -8 -9 -10
leaf_value=0.023424693356385112 0.0027434368167445779 -0.022902697918274807 -0.021050120213532447 0.020997533507246667 0.012952743282766153 -0.029286980906523319 -0.0049653199596340694 -0.0067831035836506933 0.015241188109307972
leaf_weight=0.0012052084769561778 0.0010070336854696423 0.0010212789008238487 0.0010935518934376449 0.0010891281619167413 0.0016296333664841964 0.0011893656628497408 0.0010908700108720098 0.0010053992341762298 0.0010609595667074995
leaf_count=212 171 896 799 342 228 312 337 358 255
internal_value=0 -0.00228108 0.00122504 0.00515125 0.000745705 -0.00489562 -0.0176514 -0.0149061 0.00915526
internal_weight=0 0.00932444 0.00729776 0.00620421 0.004999 0.00390987 0.00228024 0.00202668 0.00206799
internal_count=3910 3484 2230 1431 1219 877 649 1254 426
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=9
num_cat=0
split_feature=42 51 42 43 2 0 4 48
split_gain=2.21738e-05 5.11165e-05 4.47523e-05 6.48402e-05 4.15632e-05 0.000103778 4.84388e-05 4.50257e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.06705499999999999 0.11125500000000001 0.012625000000000003 0.05309500000000001 0.082070000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -6
right_child=1 2 -4 4 7 -7 -8 -9
leaf_value=-0.011289727380766824 -0.016256914463450171 0.026271212789224091 -0.013178276429955641 -0.0039259422204983982 0.028466978868952744 -0.029723620007625698 0.024224842057885596 -0.00084819051260102073
leaf_weight=0.001552597127021116 0.0013814375585791136 0.0014658883828706452 0.001224276834445699 0.0015422578563709763 0.0010558110527417422 0.0010816490521639299 0.0010125374883854545 0.0010400384438733323
leaf_count=1060 521 692 710 463 141 85 124 114
internal_value=0 0.00157241 0.00449674 0.00750293 0.00270342 -0.00376103 0.00723101 0.0139197
internal_weight=0 0.0098039 0.00842246 0.00719818 0.00573229 0.00363644 0.0025548 0.00209585
internal_count=3910 2850 2329 1619 927 672 587 255
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=10
num_cat=0
split_feature=484 159 42 151 2 49 15 48 13
split_gain=8.32655e-05 4.90439e-05 5.77687e-05 4.98241e-05 7.68867e-05 0.000141159 0.00013633 0.000110696 7.60193e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.084129999999999996 0.095040000000000013 -0.029304999999999998 -0.064869999999999983 0.097140000000000018 -0.090929999999999983
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 7 6 -8 -9 -10
leaf_value=-0.00054000813016611066 -0.00037075604829768939 0.00035325341140715556 -0.00031873128167735266 0.00088058989647607229 5.7976439042652489e-05 -0.00047719783885400634 0.0004339065426539538 0.00042837613930697498 -0.00061477413387063453
leaf_weight=0.0010220126123690861 0.0014476712902836151 0.0016837294842078137 0.0011989484181809916 0.0011538626318389881 0.0011827653962939635 0.0010776169972513173 0.0015249207132680893 0.0011174867597389913 0.0014223283680323486
leaf_count=627 841 522 242 151 101 221 680 132 393
internal_value=0 4.33802e-05 -8.14691e-06 5.23443e-05 0.000111831 0.000309742 5.66511e-05 -8.78782e-05 -0.000309332
internal_weight=0 0.0118093 0.0101256 0.00867793 0.00747898 0.0037564 0.00260254 0.00372258 0.00260509
internal_count=3910 3283 2761 1920 1678 1052 901 626 494
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=11
num_cat=0
split_feature=484 159 12 47 43 16 48 4 4 3
split_gain=0.000101339 5.40526e-05 6.68768e-05 7.68758e-05 8.08937e-05 0.000131489 8.19163e-05 7.41065e-05 7.75262e-05 5.29137e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.11655500000000001 0.10561500000000001 -0.15648499999999999 0.15100500000000003 0.092065000000000022 0.0021050000000000005 -0.078094999999999984 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11
leaf_value=-0.00058556276271504398 0.00048730983507622915 0.00041020147990011266 -0.00045082728534453831 0.00042265288277267823 0.00028359306618670407 -0.00072563171022689164 -0.00045015798570495903 9.8213347039681785e-05 -0.00041297210854604851 0.00070278218205304733
leaf_weight=0.0010781274627126658 0.0010067465246401145 0.0013589595112187608 0.0011541478446757221 0.0017343764209652298 0.0010950108950738534 0.0011119081788674122 0.0011917046323532288 0.0011750067808638509 0.0013993423167131867 0.0010575387193606986
leaf_count=627 183 388 129 182 709 361 152 314 751 114
internal_value=0 4.14124e-05 -4.45799e-06 4.82636e-05 -3.25266e-05 -0.000106966 9.26122e-06 0.000125086 -0.000107183 0.000384593
internal_weight=0 0.0122847 0.0109258 0.00977163 0.00803726 0.00703051 0.0059186 0.0047269 0.00249435 0.00223255
internal_count=3910 3283 2895 2766 2584 2401 2040 1888 1460 428
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=9
num_cat=0
split_feature=150 2 1 484 47 4 4 12
split_gain=1.9658e-05 6.1158e-05 3.91707e-05 4.75144e-05 4.33023e-05 3.68752e-05 8.24074e-05 2.41047e-05
threshold=0.077110000000000012 0.089910000000000004 0.12864500000000004 0.084225000000000008 0.09252500000000001 0.044585000000000007 -0.078094999999999984 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0097915383095806396 -0.0094773661454310675 0.021173256290247765 0.012858474693422332 0.013778309052517604 -0.025604570188277942 0.0079836084462258268 -0.032752745588096037 -0.010674068594147684
leaf_weight=0.0012419640462531926 0.0011817530909892329 0.001449440452809769 0.0014030892616236435 0.0011008496232205543 0.0012256884138496967 0.0015839558297986982 0.0011182083091637821 0.0010724882353649432
leaf_count=214 251 272 280 318 303 382 1035 855
internal_value=0 0.00740708 -0.00245129 -0.00537659 -0.00875462 -0.00463774 -0.0104617 0.000308032
internal_weight=0 0.00263119 0.00874624 0.00734315 0.0062423 0.00501662 0.00343266 0.00231445
internal_count=3910 523 3387 3107 2789 2486 2104 1069
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 52 12 16 1
split_gain=2.07173e-05 4.6062e-05 6.30821e-05 6.73894e-05 7.13798e-05 5.32023e-05 4.3234e-05 6.11795e-05 6.08825e-06
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.095295000000000019 -0.035699999999999989 0.10080500000000002
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=-0.018253475812046196 -0.013511154094574374 -0.018169521629873019 0.0323551739463903 -0.016041545410293612 -0.014138425448760908 0.011291592331131311 -0.004621583531633419 0.035118818795620767 0.00028693395847939336
leaf_weight=0.0011623120739905598 0.0010537196190944309 0.0010957439620984466 0.0013099488608269479 0.0011235405549759273 0.0010142444863515598 0.0010079281515135824 0.0014713936210283942 0.0011019277868222987 0.0010030246167483598
leaf_count=346 715 729 252 243 365 607 269 234 150
internal_value=0 0.0012111 0.0035208 0.00667176 0.0103657 0.0145822 0.00950361 0.0161803 0.00580268
internal_weight=0 0.0102901 0.00919432 0.00803201 0.00690847 0.00589422 0.00458427 0.00311288 0.00201095
internal_count=3910 3195 2466 2120 1877 1512 1260 991 757
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=9
num_cat=0
split_feature=16 123 13 15 42 2 4 2
split_gain=2.36351e-05 3.85534e-05 4.48669e-05 5.31107e-05 6.1677e-05 8.40249e-05 6.87656e-05 2.64726e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.26418499999999995 0.084050000000000014 0.085775000000000004 0.11230000000000001 0.0057500000000000008 0.086245000000000002
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=0.017571076093251221 -0.01335803679534092 0.019432119606322708 0.011284545560332898 -0.024711492689457708 -0.020134676011230132 -0.017604383666034007 0.025342321773869744 -0.010052363332808206
leaf_weight=0.0011721366630834422 0.001207898207810784 0.0010656515876666999 0.0010733561642530805 0.0010180749746710903 0.0012680936652297494 0.001332325066550585 0.0018962939131576557 0.001268882027957855
leaf_count=161 380 317 310 1291 576 156 265 454
internal_value=0 0.00144347 -0.000679609 -0.00340231 -0.000230131 0.00430074 0.0111863 -0.000274492
internal_weight=0 0.0100948 0.00902916 0.00785703 0.00683895 0.00557086 0.00423853 0.00234224
internal_count=3910 3530 3213 3052 1761 1185 1029 764
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 151 16 2 43 0
split_gain=0.000145137 0.000102842 0.000123227 0.000111884 9.04126e-05 5.83856e-05 8.08558e-05 8.96861e-05 8.70846e-05 2.70083e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 -0.50388999999999984 0.10113500000000002 -1.0000000180025095e-35 0.012625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 -8 -9
right_child=1 2 5 -5 -6 6 7 9 -10 -11
leaf_value=-0.0007176108690235759 -0.0005459453043033766 0.00053682146401430846 -0.00037577622932320661 0.00085758457901061603 -0.00028620546860018913 0.00051358592507359596 -0.00017140204190706682 -0.00060523532477646134 0.00044495294985879159 -0.00015078280808994665
leaf_weight=0.0010145833866971815 0.0010133056393825434 0.0010404001451832594 0.0014892080000960088 0.0013501745434286515 0.0010126514325915492 0.0012046401353954482 0.0017359791534603691 0.0010027452527319909 0.0017901780336507754 0.0010084027664522752
leaf_count=612 379 211 273 280 123 166 1021 280 517 48
internal_value=0 5.31708e-05 0.000105351 0.000419182 0.00013087 -2.44042e-05 5.32093e-05 -4.69456e-05 0.000141512 -0.00037737
internal_weight=0 0.0126477 0.0116344 0.00340323 0.00205305 0.00823115 0.00674195 0.00553731 0.00352616 0.00201115
internal_count=3910 3298 2919 614 334 2305 2032 1866 1538 328
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=12
num_cat=0
split_feature=48 4 0 0 48 42 42 16 16 2 16
split_gain=8.06421e-05 0.000107879 9.77739e-05 9.304e-05 7.25979e-05 7.98232e-05 0.000111082 0.000110585 0.000118127 7.1642e-05 2.85399e-05
threshold=0.12649500000000002 0.28937500000000005 -0.23029999999999998 -0.15007499999999999 0.086065000000000016 0.084100000000000022 0.095385000000000011 0.15100500000000003 -0.013279999999999998 0.11260500000000001 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 10 -3 -5
right_child=-2 9 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00051524978612563742 -0.00054113238706749323 0.00010874900023135152 -0.00066007082211994006 0.00021198966695969965 0.00037012988372014157 -0.00086420529841253659 1.0837928717912053e-05 -0.00038009832193505044 0.00078470448011656066 0.00081622491936189819 -0.00024236280930306045
leaf_weight=0.0010738629336157759 0.0010015276366392685 0.0012134513026634849 0.0010478331497247332 0.0010175220553309892 0.0013836215872590893 0.0011188627434232125 0.0011121776485175825 0.0017207156098337385 0.0010251687625427164 0.0010069718729470898 0.0011128581364840064
leaf_count=77 135 171 146 96 442 881 450 264 304 227 717
internal_value=0 3.6561e-05 -4.56709e-05 -0.000108819 -4.07908e-05 -0.000120787 -0.000427995 1.97697e-05 0.000237817 0.000429593 -2.53529e-05
internal_weight=0 0.012833 0.0106126 0.00953876 0.00849093 0.0071073 0.00223104 0.00487626 0.00315555 0.00222042 0.00213038
internal_count=3910 3775 3377 3300 3154 2712 1331 1381 1117 398 813
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=10
num_cat=0
split_feature=484 39 12 43 42 3 13 48 0
split_gain=8.20291e-05 3.9676e-05 5.25308e-05 6.03836e-05 8.84279e-05 9.14078e-05 5.17673e-05 5.10372e-05 8.70799e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 -0.15648499999999999 0.085775000000000004 -0.115685 -0.010739999999999998 0.086215000000000014 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00053828767043992269 0.00055259604842453839 -0.00031228356081180114 -0.00032444087942173211 0.00064788808185996878 -0.0003042617869169216 0.00035492680173417328 0.00043583109856012444 -0.00036963355931106373 -0.00031554930222318201
leaf_weight=0.0010260463960796848 0.0011112353387014622 0.0011171698071594559 0.0011286320558633661 0.0012657028370838446 0.0019167891904385698 0.0016226301390497525 0.0013541930791683 0.0013482181156760096 0.0010549850309410466
leaf_count=627 192 230 120 207 1055 645 122 178 534
internal_value=0 3.94907e-05 7.58708e-05 0.000122575 6.67673e-05 0.000173781 6.22428e-05 -6.41527e-05 0.0001068
internal_weight=0 0.0119196 0.0108024 0.00967375 0.00856252 0.00664573 0.00538003 0.0037574 0.00240918
internal_count=3910 3283 3053 2933 2741 1686 1479 834 656
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=12
num_cat=0
split_feature=14 484 157 3 42 0 42 51 52 1 15
split_gain=0.000212469 0.000199256 0.000169455 9.91361e-05 0.000109209 9.52716e-05 0.000142466 9.98955e-05 9.64689e-05 8.38023e-05 0.000120327
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.060615000000000009 -0.053834999999999994 0.090930000000000011 0.013805000000000001 0.091715000000000005 0.094385000000000011 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -7 -5 -11
right_child=-2 2 3 5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.00077059181530112896 -0.00087656173920195538 0.00083255434277183316 0.00083261296255898785 -0.00063297771995959526 -2.9491814780699432e-05 -0.00075178685853266895 0.00066891420932816412 0.0003246900266091116 3.7053912735264253e-05 0.00037843804351402266 -0.00051080995746372905
leaf_weight=0.0010481514735203893 0.0010214882249440548 0.0011620781529800726 0.0011633462404060926 0.0013535163556912767 0.0010982647619603991 0.0012670092594660514 0.0012611750729517087 0.001745805780133068 0.001125482661549479 0.001301871133803565 0.0010624769488172701
leaf_count=583 153 389 153 1140 79 238 538 226 89 152 170
internal_value=0 5.06931e-05 0.000119334 4.64965e-05 0.000413965 -4.46562e-05 7.48971e-05 -6.22194e-05 -0.000380698 -0.000243901 -2.1167e-05
internal_weight=0 0.0135892 0.012541 0.0113789 0.00226161 0.00911734 0.00672485 0.00546367 0.00239249 0.00371786 0.00236435
internal_count=3910 3757 3174 2785 232 2553 2226 1688 327 1462 322
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=8
num_cat=0
split_feature=42 51 43 49 4 49 16
split_gain=2.14907e-05 4.35685e-05 4.19023e-05 5.64633e-05 8.87765e-05 6.45751e-05 0.000122993
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.092185000000000017 0.17888000000000001 -0.047309999999999998 -0.057604999999999996
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=-0.011028189556113168 -0.014838280229165361 0.0191914074398979 0.0084931665373236386 0.022773529474744925 0.014805285385753049 -0.04460936431399079 -0.0021278296663639717
leaf_weight=0.0015654430823592034 0.0013880825526889238 0.0015407030215687416 0.0011657623691018965 0.0010131778126149567 0.0019342342214943523 0.0011524541638455754 0.0016678202796866349
leaf_count=1060 521 498 186 213 316 610 506
internal_value=0 0.00158422 0.00427426 0.000959472 -0.00277372 -0.011304 -0.0194871
internal_weight=0 0.00986223 0.00847415 0.00693345 0.00592027 0.00398604 0.00282027
internal_count=3910 2850 2329 1831 1618 1302 1116
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=8
num_cat=0
split_feature=157 16 0 0 150 15 2
split_gain=2.05611e-05 4.68905e-05 0.000113703 5.00808e-05 6.87467e-05 6.71931e-05 4.23488e-05
threshold=-0.072409999999999988 -0.055679999999999993 -0.06402999999999999 -0.11756999999999999 0.077110000000000012 -0.03231499999999999 0.10113500000000002
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=0.012268089443159692 -0.017528610351131107 -0.030860151691083811 0.01155286628794934 0.027976291403234616 0.014504516964828544 -0.002984089964050128 -0.013112744448025911
leaf_weight=0.001196490154564969 0.0017059929537650881 0.0015756478922320542 0.0018675311488085687 0.0015421830753106708 0.0011032144024082022 0.0012851468493846742 0.0011096848764784828
leaf_count=517 287 985 196 569 127 1011 218
internal_value=0 -0.00158919 -0.0091372 0.00450764 -0.00494876 0.0139034 0.00235936
internal_weight=0 0.0101894 0.00455286 0.00563654 0.00280921 0.00282733 0.00297722
internal_count=3910 3393 1399 1994 414 1580 414
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=9
num_cat=0
split_feature=47 4 1 4 4 3 1 2
split_gain=1.97696e-05 4.30206e-05 5.94443e-05 5.89987e-05 5.11279e-05 4.92687e-05 4.15757e-05 2.76747e-05
threshold=0.11926500000000002 0.17888000000000001 0.11235500000000002 -0.0010999999999999996 -0.034289999999999994 0.0039000000000000003 0.081005000000000008 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 -1
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=-0.0079854408904093416 -0.013277244989009408 -0.0023762899183480857 0.02561528881121827 -0.032710503751859958 0.0205424031161624 -0.003308134825612985 -0.018723913375544254 0.013100893319208147
leaf_weight=0.0010684581862732035 0.0010376895720246937 0.00156438240803444 0.0014730604924876548 0.0010114607921208104 0.0012644019248682992 0.0013054927891233206 0.0011310970067802276 0.0014909417045571726
leaf_count=872 145 237 323 554 716 146 708 209
internal_value=0 0.00120349 0.0111987 -0.0029715 0.00318793 -0.0161437 -0.0027579 0.0042981
internal_weight=0 0.0103093 0.00303744 0.00727185 0.0049549 0.00231695 0.0036905 0.0025594
internal_count=3910 3765 560 3205 2505 700 1789 1081
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=11
num_cat=0
split_feature=484 52 52 15 0 150 0 1 12 133
split_gain=7.23191e-05 4.74785e-05 8.28657e-05 6.90301e-05 0.000101468 8.75962e-05 5.45555e-05 0.000108534 4.12384e-05 4.06292e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.091329999999999981 -0.03231499999999999 -0.10943499999999999 0.081245000000000026 -0.11287999999999999 0.080320000000000016 0.090585000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 9 -6 -8
right_child=1 2 3 6 8 -7 7 -9 -10 -11
leaf_value=-0.00049846095887386989 -0.00035055446718965826 0.00056915331744151467 -0.0003119354735636488 0.00022080637288727137 0.00076983166804657076 0.00037187621948061 0.00016487072219054167 -0.00080871779404202162 0.00022012216846595218 -0.00033930469046285271
leaf_weight=0.0010415804344603907 0.0010891394984522918 0.0011818527592202125 0.0018954295315347239 0.0011357804944658184 0.0010992928136474779 0.0011616321314458881 0.0014234895434870462 0.0010306937769468082 0.0010037682304607537 0.0010813213136909089
leaf_count=627 391 267 250 125 415 137 551 470 253 424
internal_value=0 3.99795e-05 7.86008e-05 1.96305e-05 0.000175956 -5.20985e-05 -0.000153054 -0.000273156 0.000507461 -5.27807e-05
internal_weight=0 0.0121024 0.0110133 0.00983141 0.00516012 0.00305706 0.00467129 0.0035355 0.00210306 0.00250481
internal_count=3910 3283 2892 2625 1055 387 1570 1445 668 975
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=12
num_cat=0
split_feature=484 41 150 3 16 0 42 3 0 43 15
split_gain=6.46357e-05 6.22958e-05 8.55069e-05 0.000106064 8.70986e-05 8.66688e-05 8.79605e-05 0.000114909 7.34649e-05 6.7529e-05 2.04581e-05
threshold=-1.0000000180025095e-35 0.078150000000000011 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 -0.053834999999999994 0.088345000000000021 0.086245000000000016 -0.10131499999999999 -1.0000000180025095e-35 -0.094119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 -7 -9
right_child=1 -3 -4 4 5 9 -8 10 -10 -11 -12
leaf_value=-0.00047324358722653783 0.00059404926080768678 -0.00043011014753170646 -0.00043837198580763952 -0.00046035691932252201 0.00016147544449778177 -0.00056381391924279183 0.00073234503541622878 0.00025916352548438818 -0.00058114541794942846 0.00011908270752360376 0.00064864122207009087
leaf_weight=0.0010684665739435989 0.0015860492390741788 0.00103984633401047 0.0011393123271568667 0.0011485739492111914 0.0010304485743123887 0.0010582669809015245 0.0011632001461394526 0.0010758553060316034 0.0010182621291806083 0.001174702097083381 0.0010009040402354785
leaf_count=627 236 181 143 289 138 185 617 73 1188 145 88
internal_value=0 2.93126e-05 7.1235e-05 0.000127844 4.25612e-05 0.000119358 0.000256123 0.000121849 -0.000207626 -0.000204561 0.000446874
internal_weight=0 0.0124354 0.0113956 0.0102563 0.00867021 0.00752164 0.00528867 0.00412547 0.00204871 0.00223297 0.00207676
internal_count=3910 3283 3102 2959 2723 2434 2104 1487 1326 330 161
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=10
num_cat=0
split_feature=484 159 42 43 47 42 1 13 15
split_gain=7.27759e-05 4.04311e-05 7.12566e-05 6.84185e-05 6.48433e-05 8.27687e-05 0.000111263 0.000103758 5.73336e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 0.10783500000000001 0.085330000000000003 0.09112000000000002 -0.13934999999999997 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10
leaf_value=-0.00049697491353465988 -0.00047884894959615446 0.0003152953551520949 0.0005175282337588447 -0.00019770255597183236 0.00042943378354646936 -0.00053053597222968397 0.00012489309753611487 0.00056768467125523233 -0.0004474250929455428
leaf_weight=0.0010659179464234904 0.0011076121122620677 0.0017265345252307522 0.0010546522823811034 0.0010723588091519031 0.0011059033473314042 0.0012898757656106012 0.0010284487975695689 0.0018656696694280509 0.001946971777878977
leaf_count=627 346 522 130 38 156 975 103 668 345
internal_value=0 3.72859e-05 -8.55214e-06 4.70772e-05 -1.2635e-05 -8.05044e-05 1.76591e-05 0.000288324 -0.000249604
internal_weight=0 0.012198 0.0104715 0.00936388 0.00830923 0.00720332 0.00591345 0.00293803 0.00297542
internal_count=3910 3283 2761 2415 2285 2129 1154 706 448
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 16 0 3
split_gain=2.08903e-05 3.87585e-05 3.66322e-05 4.89776e-05 5.76822e-05 4.93197e-05 4.33907e-05 3.91125e-05
threshold=0.079700000000000007 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 -0.055679999999999993 -0.040094999999999992 0.10223
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6 -7
right_child=-2 2 3 5 6 7 -8 -9
leaf_value=-0.013020841318518304 -0.013619340952567428 0.019692974382199066 -0.023007881527226146 0.021833390338855677 0.015665892348121432 0.012129331799681677 -0.012176998278058505 -0.014800099263985598
leaf_weight=0.0016107663503918254 0.0010416951092205315 0.0012519939197332946 0.0014014665759405119 0.0016971632393313909 0.001214212786513554 0.0011105691256166469 0.0010383801650311222 0.001048563899783389
leaf_count=399 254 137 1031 294 1232 353 101 109
internal_value=0 0.00123598 0.00385679 0.00121686 -0.00707909 0.00907774 0.00283113 -0.000948709
internal_weight=0 0.0103731 0.00876235 0.00751036 0.00365406 0.0038563 0.00225259 0.00215913
internal_count=3910 3656 3257 3120 2364 756 1333 462
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=12
num_cat=0
split_feature=484 52 52 1 48 12 43 151 1 52 13
split_gain=0.000172843 7.84349e-05 0.000128375 0.000128202 7.73821e-05 5.91733e-05 9.34613e-05 9.09943e-05 0.000150053 7.93051e-05 6.21674e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.048794999999999991 0.099595000000000017 0.085265000000000021 0.11655500000000001 -0.15648499999999999 -0.0008699999999999999 0.095575000000000007 0.084240000000000023 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -8 9 -9 -10
right_child=1 2 5 -5 -6 -7 7 8 10 -11 -12
leaf_value=-0.00078289920644206222 -0.00047196580866324208 0.00049336261710967392 0.00055103173095437917 0.00090082103472546773 -0.00025324626666732916 -0.00046710970831939061 -0.00050371614741195404 2.2270532522568056e-05 0.00012692943972773989 -0.00069197232886096549 0.00077080986799889098
leaf_weight=0.0010244676395907487 0.0010043160799673633 0.0010710201012329428 0.0011214587265967408 0.0013082082178753089 0.0010638867053619494 0.0010522608911533561 0.001400892681073144 0.0014487901909462099 0.0012573955794671333 0.001017392905263309 0.0010646682768381895
leaf_count=612 369 216 162 282 126 103 255 584 288 819 94
internal_value=0 5.40765e-05 9.88261e-05 0.000417482 0.000121306 -3.23692e-05 3.02057e-05 -6.41668e-05 6.44317e-05 -0.000272381 0.000422149
internal_weight=0 0.0128103 0.011806 0.00344312 0.00213491 0.00836286 0.0073106 0.00618914 0.00478825 0.00246618 0.00232206
internal_count=3910 3298 2929 624 342 2305 2202 2040 1785 1403 382
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 12 15
split_gain=2.03096e-05 3.63086e-05 4.34393e-05 5.03036e-05 7.45154e-05 5.72872e-05 9.23491e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083684999999999996 0.089910000000000004 0.082640000000000005 -0.074174999999999977
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=-0.010677891698542899 -0.013488464372235524 0.025305913606082489 -0.012391928948685359 -0.013287830794841039 0.019617692984791775 0.031557086078080769 -0.015720743109957046
leaf_weight=0.0015693787354675902 0.0013773433704898893 0.0012555863403846271 0.0013553755411995303 0.0018601976785783325 0.0016731267880215909 0.0010078499944537029 0.0013252355150745541
leaf_count=1060 521 434 245 895 261 331 163
internal_value=0 0.0015704 0.00401705 0.00713982 0.00325174 0.0109315 0.00399858
internal_weight=0 0.00985472 0.00847737 0.007122 0.00586641 0.00400621 0.00299836
internal_count=3910 2850 2329 2084 1650 755 424
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=9
num_cat=0
split_feature=147 11 52 4 2 3 43 4
split_gain=2.07218e-05 5.61425e-05 5.16517e-05 7.33593e-05 8.81889e-05 9.92777e-05 6.18463e-05 1.74532e-05
threshold=0.087265000000000023 0.077330000000000024 0.11588000000000002 -0.14963999999999997 0.11230000000000001 0.090325000000000003 -0.073139999999999983 0.0021050000000000005
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=0.02079967288825536 0.013606009423456628 -0.022645342591963491 -0.0178162623909126 -0.0023284786915422498 -0.026584715069942477 0.027770207269785435 -0.019726596728599648 0.015948369086550687
leaf_weight=0.00197455191407771 0.0010057637909397016 0.0011132869627138433 0.0012465402172629403 0.0010372452435853463 0.0011304937579920855 0.0013263218423088634 0.0015015040650902525 0.0010528075614914872
leaf_count=207 191 269 600 734 388 97 1213 211
internal_value=0 -0.00142691 0.00112148 0.00406388 -0.00139969 0.0043897 -0.00424446 0.00687799
internal_weight=0 0.0103828 0.00926946 0.00802292 0.00604837 0.00491788 0.00359156 0.00209005
internal_count=3910 3719 3450 2850 2643 2255 2158 945
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=11
num_cat=0
split_feature=484 1 51 12 151 4 2 13 48 3
split_gain=8.78932e-05 5.45028e-05 8.55915e-05 8.06019e-05 4.65552e-05 0.000122216 0.000109715 7.54647e-05 0.000117849 0.00021438
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 -0.084764999999999993 0.28937500000000005 0.11203000000000002 -0.083514999999999992 0.085575000000000012 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00054216157509580007 0.0004899180319519309 0.000468436111597741 -0.00035102132087776389 -0.00053190359633352793 0.00039984734754396192 0.00062896925469332963 -0.00060390814930549885 -0.0010075756249956934 0.00045394406510504708 0.00017541491540773649
leaf_weight=0.0010851799810807109 0.0012225271563741464 0.0010445010637748853 0.0012112359194745041 0.0012202059837407514 0.0017847614521406172 0.001228850719191113 0.0011187460867868402 0.001037501198395956 0.0010409728486395014 0.0013622607989072512
leaf_count=627 367 216 278 188 526 192 158 1020 170 168
internal_value=0 4.0018e-05 1.60459e-07 -5.96866e-05 5.90772e-06 6.29947e-05 -4.66319e-05 7.26774e-05 -9.70306e-05 -0.000336033
internal_weight=0 0.0122716 0.0112271 0.0100045 0.00878433 0.00757309 0.00634424 0.0052255 0.00344073 0.00239976
internal_count=3910 3283 3067 2700 2512 2234 2042 1884 1358 1188
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 12 151 4 4 0
split_gain=0.000173108 6.9052e-05 7.16452e-05 0.000110381 6.7504e-05 7.68281e-05 9.93091e-05 0.00011459 9.23959e-05 9.22238e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.11655500000000001 -0.0088999999999999982 0.17888000000000001 -0.0021099999999999995 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 9 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00079378728914201134 -3.5914152035097587e-05 0.00053013756711611565 -0.00053033382097910503 0.00076838277863761431 -0.0004283899336837836 -0.00050600616758896834 0.00055660530203141849 0.00064057162623585391 -0.00041265074198119537 -0.00019441974921428291
leaf_weight=0.0010067155135214606 0.0016475805718376051 0.0010597488345626743 0.0011122062912626287 0.0010900696494508619 0.0012735276072714007 0.0010523209934208341 0.0014132941071441029 0.0015012279117863144 0.0013459236646858903 0.0011322471911592302
leaf_count=612 300 318 547 360 170 82 999 257 218 47
internal_value=0 5.10849e-05 7.2002e-06 0.000284338 -7.87164e-05 -1.36404e-05 6.40838e-05 0.000180385 2.85738e-06 0.000222552
internal_weight=0 0.0126281 0.0115684 0.00273765 0.00883075 0.00771854 0.00666622 0.00539269 0.00389146 0.00254554
internal_count=3910 3298 2980 660 2320 1773 1691 1521 1264 1046
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=11
num_cat=0
split_feature=484 4 474 132 160 42 151 2 2 15
split_gain=0.000179273 7.57426e-05 7.52932e-05 8.06174e-05 0.000154787 8.81777e-05 0.000121005 6.4504e-05 0.000122919 9.96653e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.084655000000000022 0.079995000000000011 -0.080734999999999987 -1.0000000180025095e-35 -0.0088999999999999982 0.11230000000000001 0.086875000000000022 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 -8
right_child=1 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0007912070534378745 -0.00043930762561658057 -0.00073800749828079959 0.00059132417525605506 0.00053639251393483806 -0.00045343422886531289 -0.00028709508898320531 -0.00024658352840023235 -7.3456125236203782e-05 0.0007728021523712241 0.00053023298976842906
leaf_weight=0.0010440300079420884 0.0011030239147823374 0.0010043548041463153 0.0010807082868601733 0.0011678124928988674 0.0010720441819137604 0.0018829559123526877 0.0013555862229629601 0.0014686670282288428 0.0019338755417057391 0.0011945434988473883
leaf_count=612 152 474 301 295 688 277 158 240 343 370
internal_value=0 5.26796e-05 9.73053e-05 4.91196e-05 -8.28978e-06 7.39871e-05 0.000146147 0.000283191 0.000400005 0.000117296
internal_weight=0 0.0132636 0.0121605 0.0110798 0.00991203 0.00890767 0.00783563 0.00595267 0.00448401 0.00255013
internal_count=3910 3298 3146 2845 2550 2076 1388 1111 871 528
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=8
num_cat=0
split_feature=1 4 157 16 15 151 2
split_gain=2.6241e-05 4.26963e-05 3.22057e-05 7.85571e-05 8.5593e-05 7.61401e-05 8.85296e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.072409999999999988 -0.055679999999999993 -0.061694999999999993 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.002567378238494001 0.019656418369785281 -0.019987312490081056 -0.012224962315109431 -0.035344826671115957 0.0021486460968746547 0.00074349387321324088 0.033672362015217894
leaf_weight=0.0018839022408692143 0.001014363997479624 0.0015136392673156076 0.0012838028878550669 0.0010525490162562913 0.0014444533384012316 0.001704999182814828 0.0015666872371886357
leaf_count=422 265 1586 197 251 417 516 256
internal_value=0 -0.00748097 0.0029959 0.000599608 -0.0136558 0.00841343 0.0165119
internal_weight=0 0.00339754 0.00806686 0.00705249 0.002497 0.00455549 0.00327169
internal_count=3910 2008 1902 1637 668 969 772
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=8
num_cat=0
split_feature=1 4 151 4 1 51 16
split_gain=2.13202e-05 3.47573e-05 3.35833e-05 7.2249e-05 4.61583e-05 4.32858e-05 6.88743e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 0.11235500000000002 0.091630000000000003 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 -4
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0023107932376129768 0.019478974006351991 -0.018061001978317337 -0.026942996667481869 -0.00090089288364899364 0.026583231873043445 0.010037012116920067 0.0013752902190167459
leaf_weight=0.0018837844565672882 0.0010396056303078847 0.0015078934700277764 0.0017191715261878186 0.0011267049850494236 0.0013352055750409379 0.0010949029790267039 0.0017162783904854921
leaf_count=422 194 1586 548 108 316 232 504
internal_value=0 -0.00674623 0.00270918 0.000215859 0.014005 -0.00727751 -0.0127958
internal_weight=0 0.00339168 0.00803187 0.00699226 0.00246191 0.00453035 0.00343545
internal_count=3910 2008 1902 1708 424 1284 1052
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=12
num_cat=0
split_feature=14 484 157 3 13 2 150 16 13 2 15
split_gain=0.000229085 0.000184069 0.000170771 8.27569e-05 0.000126933 7.80902e-05 0.000107039 8.73314e-05 0.000118111 0.000149168 7.12994e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.11265500000000002 -1.0000000180025095e-35 0.114165 0.090480000000000019 0.20277000000000003 0.0099250000000000015 0.091985000000000011 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 10 -4
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00072718850404065636 -0.0009122553238910269 0.00083538423843374713 -0.00040176029900308691 0.00016777749758937815 -0.00064804660903685295 0.00063163666137054945 -0.00052191607355938285 0.0005486543374363423 -0.00048863812583497038 0.00083491014907285965 0.00027953510195808046
leaf_weight=0.0010691816294000718 0.0010140401875074973 0.0011648933146001144 0.001162048775489667 0.001479260318132336 0.0014538963045861433 0.0011049973249000903 0.0010051603178142608 0.0016891608192669792 0.0012452389069809973 0.0010424553777641323 0.0012008886535707906
leaf_count=583 153 389 231 166 95 313 116 248 258 349 1009
internal_value=0 5.3789e-05 0.000120334 4.71592e-05 -0.000236607 0.00014566 7.25487e-05 0.0001668 2.8106e-05 0.000217062 -5.55133e-05
internal_weight=0 0.0136172 0.012548 0.0113831 0.00293316 0.00844995 0.00734495 0.00633979 0.00465063 0.00340539 0.00236294
internal_count=3910 3757 3174 2785 261 2524 2211 2095 1847 1589 1240
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=11
num_cat=0
split_feature=484 4 4 1 0 4 13 49 3 3
split_gain=9.74744e-05 5.43774e-05 6.50157e-05 5.87606e-05 7.60997e-05 7.12426e-05 6.77906e-05 6.0581e-05 5.44008e-05 7.20173e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 -0.0025899999999999994 -0.08570499999999999 -0.052649999999999995 0.11265500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -9
right_child=1 2 3 5 -6 6 7 8 -10 -11
leaf_value=-0.000577458399780716 -0.00038990717332150932 0.00043251886229770108 -0.00063754493121969302 0.00049848685377923744 8.6128652091600484e-05 0.00041978966996287094 -0.00052143795956483224 -0.00010341298219837876 -0.00033002479658849883 0.00058825468962035081
leaf_weight=0.0010575511371224535 0.0010211294638186397 0.0017274561906054963 0.0010668013419624161 0.001420542420971567 0.0011729166509085859 0.0012138464111420147 0.001024511133164375 0.0013638421141826287 0.0011475690253689996 0.0010054315446274532
leaf_count=627 151 180 810 629 775 240 78 260 68 92
internal_value=0 4.31639e-05 8.28502e-05 1.86964e-05 -0.000258565 0.000105236 8.17101e-06 -0.000101849 2.03832e-05 0.000190105
internal_weight=0 0.012164 0.0111429 0.00941546 0.00223972 0.00717574 0.0057552 0.00454135 0.00351684 0.00236927
internal_count=3910 3283 3132 2952 1585 1367 738 498 420 352
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=13
num_cat=0
split_feature=14 484 157 48 39 48 151 13 52 16 3 3
split_gain=0.000203656 0.000160103 0.000196758 8.18096e-05 0.000112312 0.000129268 7.52978e-05 8.62059e-05 9.84264e-05 0.000118525 9.19834e-05 4.98799e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 0.11930500000000001 0.092870000000000022 0.093225000000000016 -0.078754999999999978 -0.083924999999999986 -0.085254999999999984 -0.055679999999999993 -0.075404999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 10 -9 11 -8 -10
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.0006924416094209805 -0.00085845301125305081 0.00087589696384016624 0.00053331008818672892 -0.00049139262348665445 -0.00049963896224865527 0.00077281431745700744 0.00075281490013981531 0.00038480632015576585 -0.00032240268214560347 -0.00072558749028996073 -4.4715059716443597e-05 0.00024995531471548225
leaf_weight=0.0010278012788459663 0.0010137167783230887 0.0011768547663099016 0.0011622873393887781 0.0010358278832974339 0.0011249475886571129 0.0011468341977006061 0.0010080828655594024 0.0010382629802007199 0.0011092488597320811 0.0015021605910235133 0.0012398060382169266 0.0012395657972248425
leaf_count=583 147 389 240 112 180 160 361 288 887 318 177 68
internal_value=0 5.20899e-05 0.000111949 3.4491e-05 8.60202e-05 0.000155766 7.05006e-05 -4.86831e-06 -0.000150986 -0.000295441 0.000312943 -2.03459e-05
internal_weight=0 0.0138117 0.0127839 0.011607 0.0105712 0.00944625 0.00829941 0.00713713 0.00488924 0.00385098 0.00224789 0.00234881
internal_count=3910 3763 3180 2791 2679 2499 2339 2099 1561 1273 538 955
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=11
num_cat=0
split_feature=484 4 4 42 160 0 0 1 1 42
split_gain=8.8889e-05 4.90488e-05 6.86053e-05 6.23717e-05 6.09803e-05 8.80672e-05 9.56054e-05 0.000181901 7.21343e-05 2.10082e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 -1.0000000180025095e-35 -0.078154999999999988 -0.15517999999999996 -0.053834999999999994 0.099595000000000017 0.10915500000000002 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 8 7 9 -6 -7
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00055370956935808682 -0.00037726681442406591 0.00043407362027576038 -0.00038531900971835434 -0.00034151674243258924 0.00013736760033557176 -0.00012712736483323834 -0.00019439625255936649 0.00097318540605941656 -0.00056818238802630551 0.0002725262672247389
leaf_weight=0.001066161829169898 0.0010088814748358812 0.0017221826580211151 0.0013284623943408671 0.0011675314714391727 0.0012577412662072608 0.0010117349493599138 0.0011505261951952894 0.0015031426731128734 0.0010001192900741251 0.0010110138384945644
leaf_count=627 151 180 954 521 108 139 209 281 80 660
internal_value=0 3.67503e-05 7.42034e-05 8.48295e-06 7.30551e-05 0.000142857 0.000296399 0.00045655 -0.000175156 7.26282e-05
internal_weight=0 0.0121613 0.0111525 0.00943027 0.00810181 0.00693428 0.00467642 0.00352589 0.00225786 0.00202275
internal_count=3910 3283 3132 2952 1998 1477 1289 1080 188 799
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=11
num_cat=0
split_feature=484 4 474 0 151 1 150 4 16 2
split_gain=0.000152007 7.10573e-05 7.72763e-05 8.31126e-05 6.49018e-05 0.000108296 9.62647e-05 0.000104257 6.03788e-05 3.44657e-05
threshold=-0.0043499999999999988 -0.49837999999999999 0.084655000000000022 0.047345000000000005 0.0033600000000000006 0.12864500000000004 0.08486500000000001 -0.00072999999999999985 -0.25582999999999995 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 -3
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.000740993453859232 -0.00044096177613320092 -9.6148563548380651e-05 0.00060417105540779145 0.00050488375393482117 -0.00045156457328489075 0.00054130505784111662 0.00040399943456083745 -0.00014388142259578129 -0.00068326532072287085 0.0004115573535303305
leaf_weight=0.0010094906549876709 0.0010399385995826385 0.0010150229531063998 0.0010393745733753091 0.0013134261417016161 0.0011808800309546516 0.0013762346580971632 0.0013482481448818641 0.0016480581533365735 0.001546750488886155 0.0010415991419750908
leaf_count=612 152 672 301 128 158 240 214 192 380 861
internal_value=0 4.98858e-05 9.42359e-05 4.36149e-05 -2.25483e-05 4.097e-05 -6.33652e-05 -0.000183356 -0.000405021 0.000160985
internal_weight=0 0.0125495 0.0115096 0.0104702 0.00915679 0.00797591 0.00659968 0.00525143 0.00319481 0.00205662
internal_count=3910 3298 3146 2845 2717 2559 2319 2105 572 1533
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=10
num_cat=0
split_feature=13 43 13 16 16 49 3 0 15
split_gain=2.19175e-05 3.88255e-05 5.96196e-05 4.92975e-05 5.56019e-05 5.57062e-05 9.67023e-05 6.39523e-05 1.82843e-05
threshold=0.17936000000000002 -0.044024999999999988 -0.032264999999999995 0.15737500000000001 -0.008069999999999999 -0.029304999999999998 -1.0000000180025095e-35 -0.14808999999999997 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -3 -7 -8 -1
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=0.010132308157905584 -0.012216617609723934 0.010629177719048571 0.02999694009526498 -0.02275283707819804 0.019728652581349048 -0.036256537263457782 -0.016205168298740046 0.018505083000644431 -0.0088682290283185611
leaf_weight=0.001025844680292067 0.0013273726944410891 0.0017038066730022403 0.0010626739940515694 0.0010378263641976481 0.0012400103694810809 0.0010713128313543782 0.0010970595728869575 0.0010284072230650814 0.0010003194247115365
leaf_count=488 221 180 537 290 254 1066 128 129 617
internal_value=0 0.00143865 0.0108132 -0.00259515 0.000811718 -0.00397489 -0.0117585 0.000589389 0.000751722
internal_weight=0 0.0102673 0.00308884 0.00717842 0.0061406 0.00490059 0.00319678 0.00212547 0.00202616
internal_count=3910 3689 1642 2047 1757 1503 1323 257 1105
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 16 12 52 15
split_gain=2.23868e-05 4.34174e-05 5.29618e-05 6.34895e-05 5.95477e-05 6.10164e-05 6.81737e-05 4.76902e-05 5.27248e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 1.0000000180025095e-35 0.078330000000000025 -0.053579999999999996
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=-0.016243987077433613 -0.013930775203273616 -0.01723697331411626 -0.007772458915453701 -0.015509354886784336 -0.012530987706799487 0.033396547054972615 0.034268251072820277 -0.0081522460080730181 0.0019107963299545066
leaf_weight=0.0011838466847646579 0.0010645346061850984 0.001128840426444822 0.0010847814363824648 0.0011395825655171297 0.0010103922449960718 0.0018814579534738567 0.0010134770537568102 0.001043116428252366 0.001000910572229151
leaf_count=346 715 729 117 243 365 191 275 645 284
internal_value=0 0.0012891 0.00352398 0.00638709 0.00993448 0.0137027 0.0184195 0.00920322 0.0181905
internal_weight=0 0.0104864 0.00935756 0.00817372 0.00703414 0.00602374 0.00493896 0.0030575 0.00201439
internal_count=3910 3195 2466 2120 1877 1512 1395 1204 559
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=8
num_cat=0
split_feature=13 13 1 2 47 48 16
split_gain=2.09516e-05 3.5757e-05 4.52245e-05 6.59501e-05 3.94884e-05 7.49029e-05 0.000110837
threshold=0.17936000000000002 0.083175000000000013 0.076710000000000014 0.097360000000000016 0.086425000000000016 0.085875000000000021 -0.077034999999999978
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=-0.030888359210875762 -0.011988059796872832 0.018781713619084844 0.039425988431123278 0.0023180615336015572 -0.0083853915825428203 -0.0093560143149961621 0.0016292633531281948
leaf_weight=0.0010674802875332017 0.0013130633757349646 0.0010639833059279619 0.0013271214179532463 0.0013602020284194127 0.0019385162975201469 0.0015680503805391099 0.0018677406543099431
leaf_count=1383 221 221 492 439 351 226 577
internal_value=0 0.00143273 -0.000589267 -0.0122832 0.00364701 0.00854423 0.0173297
internal_weight=0 0.0101931 0.00912911 0.00242768 0.00670143 0.00476291 0.00319486
internal_count=3910 3689 3468 1822 1646 1295 1069
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 151 12 1 12 16
split_gain=0.000170357 8.9821e-05 0.000104966 0.000129096 8.45837e-05 6.10658e-05 8.41161e-05 0.000101845 6.09671e-05 2.81403e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 -0.0008699999999999999 0.095295000000000019 0.10113500000000002 0.08401500000000002 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 -8
right_child=1 2 5 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00077833790883136069 -0.00050874341914587868 0.00049705403606082471 -0.00037153009931013972 0.00088140786778096163 -0.00029635723851207166 -0.00020836612504457683 -4.2629723218944287e-05 0.00060818160163521166 0.00038375206026680593 -0.00049885975635337667
leaf_weight=0.0010225135113197696 0.0010032174123557744 0.0010095716991649385 0.0015200302619597537 0.0012905982866189486 0.0010579377691869452 0.0019344163525493027 0.0010775634982708657 0.0016182410895706168 0.001021652001635431 0.0010041482531358671
leaf_count=612 379 211 273 280 123 246 85 270 1027 404
internal_value=0 5.40004e-05 0.000102947 0.000394814 9.10681e-05 -1.69304e-05 6.40493e-05 0.000212749 -3.72311e-06 -0.0002627
internal_weight=0 0.0125374 0.0115342 0.00335811 0.00206751 0.00817605 0.00665602 0.00457431 0.00295607 0.00208171
internal_count=3910 3298 2919 614 334 2305 2032 1543 1273 489
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=11
num_cat=0
split_feature=484 159 42 43 15 15 49 0 151 2
split_gain=8.33012e-05 5.13214e-05 6.46045e-05 6.27329e-05 6.27357e-05 8.79261e-05 8.1076e-05 5.80573e-05 4.50368e-05 8.65634e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 -0.03231499999999999 -0.089964999999999976 -0.006494999999999999 -0.082074999999999995 -0.0080899999999999982 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -6 -8 -5 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11
leaf_value=-0.0005229433601399477 -0.00044534275111624683 0.00036228232893242547 0.00049373456247309426 -0.00037808682789302125 -0.00064978317490184748 0.00054322302288770054 0.00035735743660178472 -0.00025410882798661922 -0.00022074027443070302 0.00054937648681182975
leaf_weight=0.0010628515813224633 0.0011288844525089064 0.0017299436297143972 0.0010884521219250024 0.0010219191304906353 0.001087263209312891 0.0014498714376572678 0.0010000594792209144 0.0014812334123999868 0.0012783220093260583 0.0010002284077315908
leaf_count=627 346 522 130 147 186 390 548 607 203 204
internal_value=0 4.92775e-05 -2.1147e-06 5.10728e-05 -6.84549e-06 0.000140738 -0.000203304 -7.66366e-06 -3.60704e-05 0.000117322
internal_weight=0 0.0122662 0.0105362 0.00940735 0.0083189 0.00475034 0.00356856 0.00248129 0.00330047 0.00227855
internal_count=3910 3283 2761 2415 2285 944 1341 1155 554 407
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 42 42 0 2 0 2
split_gain=0.000173516 0.000107973 0.000220623 0.000108423 7.13521e-05 0.000119715 8.39634e-05 8.09049e-05 8.41188e-05 7.73255e-05 4.35622e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084145000000000011 -0.080734999999999987 -1.0000000180025095e-35 0.093125000000000013 -0.15517999999999996 0.086875000000000022 -0.050704999999999993 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 10 -9 -10 -7
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.00076865041240787484 -0.00055854549263939599 0.00097226692508176288 -0.00050295123651521243 0.00063105077087773846 -0.0006035979165890026 0.00015761213274395654 -0.00036768357327730583 2.7485074231475176e-05 0.00094252508564892897 0.00026006855097608482 -0.00039091093943650288
leaf_weight=0.0010978854947668341 0.0010588925252011791 0.0010093638480586442 0.0011583198594379363 0.0010023694120542175 0.0010669052332039604 0.0010823074091748132 0.0012689144101838698 0.001983001497023254 0.0011520468234124124 0.0014314075927303882 0.0011461069984300982
leaf_count=612 379 250 516 243 709 71 422 350 213 62 83
internal_value=0 4.22554e-05 9.39746e-05 1.54619e-05 -4.45096e-05 1.36483e-05 9.53151e-05 0.000181778 0.000331242 0.000564398 -0.000124502
internal_weight=0 0.0133596 0.0123007 0.0112914 0.010289 0.00913069 0.00806378 0.00679487 0.00456646 0.00258345 0.00222841
internal_count=3910 3298 2919 2669 2426 1910 1201 779 625 275 154
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=12
num_cat=0
split_feature=14 484 157 4 12 1 16 151 2 0 16
split_gain=0.000183232 0.000178467 0.000210187 8.14206e-05 0.000105002 8.97362e-05 8.94466e-05 0.000103713 9.53239e-05 6.18745e-05 9.08645e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.0017649999999999999 0.098180000000000003 0.12811000000000003 -0.055679999999999993 -0.0088999999999999982 0.090695000000000012 -0.082604999999999998 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 7 -5 -9 -4 -11
right_child=-2 2 3 5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.000724841153447705 -0.00081357295671276753 0.00088184592221830684 0.00075031932367018109 -0.0005419477120385003 -0.00034368363124206693 0.00034113184294583244 -0.00074853387722040917 -0.00030764416514271286 0.00040916144807944226 -6.6451845765080994e-05 0.00065502087898446396
leaf_weight=0.0010666987609744662 0.0010233445269914191 0.0012265024760447244 0.0011288795462109985 0.0014013737217158065 0.0010187716639788345 0.0013384594077442292 0.0010211835314825352 0.001233652081175866 0.0016909674644822693 0.001765147417561484 0.001082868263662298
leaf_count=583 153 389 631 144 281 225 241 150 263 699 151
internal_value=0 4.59673e-05 0.000109667 2.85902e-05 0.000217967 -0.000112916 -0.00022657 -0.000103356 0.000106801 0.000361846 0.000207865
internal_weight=0 0.0139745 0.0129078 0.0116813 0.00499567 0.00668564 0.00534718 0.00432599 0.00292462 0.0039769 0.00284802
internal_count=3910 3757 3174 2785 1762 1023 798 557 413 1481 850
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=9
num_cat=0
split_feature=124 13 43 49 4 47 12 0
split_gain=2.27645e-05 3.84123e-05 4.41864e-05 7.83013e-05 7.43953e-05 7.42647e-05 6.09379e-05 9.28968e-05
threshold=-0.048219999999999992 0.17936000000000002 -0.083899999999999988 0.090115000000000015 -0.23071499999999998 0.086425000000000016 0.088325000000000015 -0.23029999999999998
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=0.013385289836548726 0.01593555184458878 -0.018662748175583912 -0.031372707043642763 0.021944788617234298 0.019494459775158467 -0.023680371200265116 0.022202063629840035 -0.016603058669833009
leaf_weight=0.0011282785432285393 0.0015600540527628366 0.0011676169951923563 0.0010269187921200041 0.0011212891608265059 0.0011132849073123294 0.0012436248798796149 0.0012964737060687436 0.0019824685791921858
leaf_count=319 701 196 196 429 96 247 825 901
internal_value=0 -0.00156194 0.000574939 -0.00250358 -0.00661804 -0.00210745 0.00400076 -0.00362179
internal_weight=0 0.0105117 0.00934411 0.00778406 0.00666277 0.00563585 0.00439223 0.00309575
internal_count=3910 3591 3395 2694 2265 2069 1822 997
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=9
num_cat=0
split_feature=50 484 42 15 16 48 15 52
split_gain=2.21616e-05 4.17716e-05 4.26824e-05 4.68044e-05 8.07447e-05 9.42823e-05 6.41358e-05 6.07219e-05
threshold=0.086465000000000014 0.085515000000000022 -1.0000000180025095e-35 0.041585000000000004 -0.094359999999999986 0.08593000000000002 -0.14487999999999998 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.017120846884396235 -0.01381245923118994 0.019479169855857247 0.003860198155318113 0.018077085828790872 -0.020295547776675037 0.032279781408784729 -0.027117043627738681 0.010355609625266382
leaf_weight=0.0013820781637780563 0.0010702886054957403 0.0011274538903336311 0.0011191179294929572 0.0014633187326153563 0.0011067690522583503 0.0011118033588018461 0.0016594137645858775 0.0015535766277221354
leaf_count=836 715 386 196 658 454 275 248 142
internal_value=0 0.00129122 -0.000891188 0.00190775 -0.00170423 0.00782432 -0.0146402 -0.00239602
internal_weight=0 0.0105235 0.00939608 0.008014 0.00655068 0.00377215 0.00277853 0.00266035
internal_count=3910 3195 2809 1973 1315 871 444 596
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=10
num_cat=0
split_feature=484 159 47 47 2 150 2 43 0
split_gain=8.19892e-05 5.46737e-05 9.19302e-05 7.5927e-05 6.76976e-05 0.000138138 8.79534e-05 7.65455e-05 5.88022e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10678000000000001 0.086425000000000016 0.10113500000000002 0.090480000000000019 0.11462500000000002 -0.080569999999999989 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -9
right_child=1 -3 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00052208780940309464 -3.5575108076523856e-05 0.00036469450937198409 0.0003933347172197504 -0.00059334472155942461 -0.00055029063533615504 -0.00050415522401359202 0.00011724118961111285 0.00022301067994117354 0.00086714451823223754
leaf_weight=0.0010683100882018315 0.0015493521510507777 0.0017550948630611274 0.0018158811555214959 0.0010229193603824615 0.0017022346243316809 0.0010608331231995224 0.0013693318869879103 0.0011272841695938484 0.0010546533765674168
leaf_count=627 419 522 183 162 334 184 309 277 893
internal_value=0 4.3924e-05 -8.67892e-06 -9.0826e-05 -2.54577e-05 0.000120195 -0.000252699 0.000297703 0.000534357
internal_weight=0 0.0124576 0.0107025 0.00888661 0.00786369 0.00479212 0.00307157 0.00373129 0.00218194
internal_count=3910 3283 2761 2578 2416 1773 643 1589 1170
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=10
num_cat=0
split_feature=484 159 47 2 150 2 2 42 48
split_gain=7.72192e-05 4.45945e-05 6.70075e-05 6.20557e-05 0.000101658 9.73586e-05 6.41406e-05 5.77528e-05 4.13607e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.090480000000000019 0.11125500000000001 0.092175000000000021 0.08401500000000002 0.089600000000000027
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -7
right_child=1 -3 -4 5 -6 8 -8 -9 -10
leaf_value=-0.00051976420693409186 -0.00018880520614890389 0.00033178984163351481 0.00032506360084283989 -0.00079825137867225375 -0.0004931366600884762 0.00015313097344739864 0.00056088515118141852 0.0003859662641851499 -0.00037295729136690764
leaf_weight=0.0010323276925669469 0.0017766798513576356 0.0017154880183986422 0.0018855829897817681 0.0010145075488012397 0.001048968980354237 0.0013463052697395409 0.0012517422623316661 0.0010810831867240742 0.0010022959037676088
leaf_count=627 773 522 193 262 188 316 299 642 88
internal_value=0 3.88731e-05 -9.41047e-06 -8.342e-05 5.16846e-05 -0.000290649 0.000190753 2.86291e-05 -7.1384e-05
internal_weight=0 0.0121227 0.0104072 0.00852158 0.00515847 0.00336311 0.00410951 0.00285776 0.0023486
internal_count=3910 3283 2761 2568 1902 666 1714 1415 404
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=9
num_cat=0
split_feature=124 3 1 1 484 160 0 0
split_gain=2.03715e-05 3.85126e-05 5.44324e-05 4.9202e-05 5.91334e-05 6.80341e-05 3.67156e-05 5.90667e-05
threshold=-0.048219999999999992 0.16699000000000003 0.13148500000000005 0.11561500000000001 0.084225000000000008 0.031805000000000007 -0.070894999999999986 -0.15291499999999997
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=0.01265793328087756 -0.0049065456839026481 0.017091442195041551 -0.023277210486485563 0.018540582435258694 0.018541675695191887 0.010023859752683911 -0.0030804953780615573 -0.035239712616892842
leaf_weight=0.0011307672364008611 0.0011721269417313202 0.0010101350636289612 0.0012079593340937828 0.0011603535152660948 0.0010255666144953464 0.0016348411021900591 0.0018513374229665001 0.001419280886910143
leaf_count=319 155 162 134 169 365 443 495 1668
internal_value=0 -0.00146978 -0.00344934 -0.000550905 -0.00366964 -0.00741771 -0.0138359 -0.0215196
internal_weight=0 0.0104816 0.00947147 0.00826351 0.00710315 0.00607759 0.00444275 0.00259141
internal_count=3910 3591 3429 3295 3126 2761 2318 1823
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=10
num_cat=0
split_feature=484 52 52 15 4 0 15 43 2
split_gain=0.000132622 6.93234e-05 0.000118927 6.9599e-05 0.000104443 6.94655e-05 0.000115088 6.15236e-05 9.9296e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.00027999999999999998 -0.10943499999999999 -0.14487999999999998 -0.084059999999999982 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -5 -9
right_child=1 2 3 7 5 -7 -8 8 -10
leaf_value=-0.00069294426119610513 -0.00044882173714185544 0.00062710414460327593 0.00073786856158745344 -0.00049695482010398404 0.00029436987338597644 0.00035702598168141397 -0.00050706998578747603 0.00027232574757549296 -0.00039690770975906489
leaf_weight=0.0010092829547710758 0.0010050933798598045 0.0013860967943449395 0.0010080365191161116 0.0014254817746637712 0.0012422426670944372 0.0016549621248410709 0.0015464928740131171 0.0019965093943932429 0.0014874216214249185
leaf_count=612 379 285 279 365 140 467 172 1044 167
internal_value=0 4.54201e-05 8.77074e-05 1.55478e-05 0.00016805 3.87882e-05 -0.000150068 -0.0001538 -1.33953e-05
internal_weight=0 0.0127523 0.0117472 0.0103611 0.00545173 0.0044437 0.00278874 0.00490941 0.00348393
internal_count=3910 3298 2919 2634 1058 779 312 1576 1211
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=9
num_cat=0
split_feature=51 157 12 2 0 3 15 1
split_gain=2.08678e-05 4.36126e-05 3.83181e-05 6.26527e-05 7.63866e-05 7.67537e-05 6.95756e-05 5.42508e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.086650000000000019 -0.14136999999999997 0.11265500000000002 -0.021529999999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 -3
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=0.010301510661760951 -0.021477212057186026 -0.028008059841868733 -0.013770433375772929 0.012289270000148782 0.040970866947870915 -0.024422532585769038 0.0087970136017669637 0.0043104579082306489
leaf_weight=0.001656068667868534 0.0010138932440567376 0.0010031287987830697 0.0015714061499365892 0.0012435418011759189 0.0010176867468226296 0.0010506461259827127 0.0019794284801192183 0.0010771095569806759
leaf_count=515 538 944 377 198 457 93 532 256
internal_value=0 -0.00182147 0.000406974 0.0034292 0.00920971 -0.00452326 0.0197218 -0.0112741
internal_weight=0 0.00995684 0.00894295 0.00737154 0.0052913 0.00229419 0.00299712 0.00208024
internal_count=3910 3395 2857 2480 1280 291 989 1200
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=13
num_cat=0
split_feature=14 484 157 48 132 13 0 13 49 15 3 3
split_gain=0.000296112 0.000248632 0.000205872 9.53385e-05 0.000156163 0.000111791 0.00011164 0.000111046 8.14818e-05 0.000165122 7.67801e-05 3.96528e-06
threshold=0.05884000000000001 -0.0043499999999999988 -0.072409999999999988 0.11930500000000001 0.03056 -0.090929999999999983 -0.053834999999999994 -0.42334499999999992 -0.069934999999999983 -0.068324999999999983 -0.032959999999999996 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 -7 11 -8 -10
right_child=-2 2 3 -5 -6 6 10 -9 9 -11 -12 -13
leaf_value=-0.00085138020675784749 -0.0010273796188244252 0.00091127267292400306 -8.8618425601763004e-05 -0.00051194756073287811 0.00085439941335118969 -0.00030892067592508307 -0.00075680810200496901 0.00073344181323263546 -0.00019538039753539771 0.00077174050314635979 -3.3894749449404585e-05 -2.1357406648282476e-05
leaf_weight=0.0010441481578712516 0.0010158079720506046 0.0012159018201292468 0.0010849505316930055 0.0010109561566815301 0.0010033811449240192 0.0014265904244734036 0.0012931259557439796 0.0015124821446872486 0.00100934610479308 0.0013809691537465477 0.0010029586010040148 0.0010043007310433782
leaf_count=583 141 389 62 112 264 150 200 321 386 1088 129 85
internal_value=0 6.90324e-05 0.000143273 6.36582e-05 0.000117951 4.18868e-05 -8.51802e-05 0.000390066 8.42924e-05 0.00024954 -0.00044103 -0.000108587
internal_weight=0 0.0139891 0.012945 0.0117291 0.0107181 0.00971472 0.00711729 0.00259743 0.00482121 0.00339462 0.00229608 0.00201365
internal_count=3910 3769 3186 2797 2685 2421 2038 383 1709 1559 329 471
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=10
num_cat=0
split_feature=151 2 4 52 13 0 1 3 43
split_gain=2.09978e-05 6.46421e-05 6.23965e-05 5.82685e-05 7.83259e-05 6.20026e-05 6.19408e-05 9.37864e-05 8.93089e-05
threshold=-0.084764999999999993 -1.0000000180025095e-35 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 0.089175000000000018 -0.069909999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -8
right_child=1 2 -4 -5 6 -7 8 -9 -10
leaf_value=-0.011320719112498092 0.022864497244133353 -0.0027770772460215258 0.021480172077831126 -0.025895388423141204 -0.015536515778460366 0.030239049024547535 -0.00084895844568997399 0.025497679246849494 -0.040625516647907089
leaf_weight=0.0014555718571319818 0.0012452420871321189 0.0011145011698990527 0.0010468788499344963 0.0010962764208369705 0.0012284889165815509 0.0011616675848092426 0.0011495537505162301 0.0010189996978521533 0.0011090499339774709
leaf_count=406 248 508 250 544 973 179 181 261 360
internal_value=0 0.00152076 -0.00145704 -0.00450487 -0.00104733 0.0140731 -0.00868512 0.00306818 -0.0203806
internal_weight=0 0.0101707 0.00892542 0.00787854 0.00678226 0.00227617 0.00450609 0.00224749 0.0022586
internal_count=3910 3504 3256 3006 2462 687 1775 1234 541
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 12 3 47 43 4
split_gain=0.000179408 7.67976e-05 0.000115414 0.000124851 0.000112682 7.04037e-05 6.91808e-05 9.81161e-05 9.19985e-05 2.40723e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.048794999999999991 0.099595000000000017 0.085265000000000021 0.11655500000000001 0.090325000000000003 0.084695000000000006 -0.00084499999999999994 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -4 -8
right_child=1 2 5 -5 -6 -7 9 -9 -10 -11
leaf_value=-0.00078954883958721903 -0.00044552240184104401 0.0005709440388288622 -0.00028983677255618902 0.00088758885269901071 -0.00034276781166983183 -0.00047562666424071223 -0.00042761005345889365 0.00062464248492280245 0.00034630292701027181 -1.8152082245044402e-05
leaf_weight=0.001011342253709315 0.0010260954967681981 0.0010456380183654058 0.0018369019326691756 0.0013267436069847485 0.0010301410362261176 0.0010904790034615549 0.0011371207511915347 0.0014147374109747127 0.0016674801556023381 0.001072843371250109
leaf_count=612 379 211 1219 280 123 103 84 187 564 148
internal_value=0 6.86844e-05 0.000114083 0.00041778 0.000117499 -1.16336e-05 5.93397e-05 0.000188805 1.28558e-05 -0.000228836
internal_weight=0 0.0126482 0.0116221 0.00340252 0.00207578 0.00821956 0.00712908 0.00491912 0.00350438 0.00220996
internal_count=3910 3298 2919 614 334 2305 2202 1970 1783 232
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=9
num_cat=0
split_feature=1 4 151 1 2 150 3 16
split_gain=2.31936e-05 4.68036e-05 3.69044e-05 4.41416e-05 5.43218e-05 5.82137e-05 9.74595e-05 6.87522e-06
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 0.12864500000000004 1.0000000180025095e-35 0.081245000000000026 0.092005000000000017 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0034608793952855578 -0.017573488966591614 -0.020044129389969568 -0.014096063140602423 0.021015290707584316 0.017359363589085804 0.02928011332461505 -0.021929055414386171 -0.0058729601308206217
leaf_weight=0.0019084617392645361 0.0010018590392749443 0.0015233430425859625 0.0011135602985764548 0.0014544007216990389 0.0015080809333680376 0.0010029366500255879 0.0010861044493957195 0.0010069483158846675
leaf_count=422 392 1586 156 310 358 145 158 383
internal_value=0 -0.00697275 0.00282315 0.00549166 0.00146421 0.00882043 0.000910529 -0.0117084
internal_weight=0 0.0034318 0.00817389 0.00706033 0.00560593 0.00359712 0.00259419 0.00200881
internal_count=3910 2008 1902 1746 1436 661 516 775
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=12
num_cat=0
split_feature=484 474 1 12 43 2 2 3 1 48 16
split_gain=0.000163671 6.58453e-05 6.14121e-05 0.000104275 0.000104291 6.35951e-05 0.000174208 8.52591e-05 6.71836e-05 6.34878e-05 5.15735e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.10869000000000002 0.097940000000000013 0.11818000000000002 0.076710000000000014 0.085265000000000021 -0.076129999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -7 -6 10 -10
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.00077600994578063852 0.00058582613710625583 0.00051890792890963973 0.00045834530887630054 -0.00063837122504214734 -0.00053354337691602013 2.2415504049370278e-05 0.00071383518493772172 -0.00070201118068578794 0.00053729307081724703 -0.00038216209459196324 -5.679511957887389e-05
leaf_weight=0.0010044112220217961 0.0011145092776483441 0.0010410755504492277 0.0010377494446736244 0.0010163731321673744 0.0011249813233722788 0.0013480307210149882 0.0012320787478105159 0.0011639184063381158 0.0010002030476208771 0.001033616059248255 0.0012817477006126198
leaf_count=612 196 318 199 108 1028 311 277 89 316 137 319
internal_value=0 4.69539e-05 3.67623e-06 -4.20641e-05 2.31112e-05 -5.35148e-05 6.15008e-05 -0.00031325 -0.000119497 2.09908e-05 0.0002036
internal_weight=0 0.0123943 0.0113532 0.0103155 0.00929909 0.00818458 0.00567263 0.00251195 0.00444055 0.00331557 0.00228195
internal_count=3910 3298 2980 2781 2673 2477 2077 400 1800 772 635
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=12
num_cat=0
split_feature=484 52 52 12 51 1 52 150 2 0 2
split_gain=0.000188532 8.61905e-05 0.000160352 6.94413e-05 6.4474e-05 7.72073e-05 6.51402e-05 8.26107e-05 5.40264e-05 0.000110099 8.01216e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 0.11655500000000001 -0.07742499999999998 0.11235500000000002 0.10599500000000002 0.087235000000000021 0.10113500000000002 -0.066689999999999985 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 10 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00082133957800713535 -0.0004830316297802956 0.00084889405568109233 -0.00034715440916463324 -0.00041890782503029548 -0.00025008195088459489 0.00050563603392400885 -0.00038186552097700861 -0.00027448321123638852 -0.00011091824054409325 0.00091902619709172096 0.00051007628568733136
leaf_weight=0.0010094256868036144 0.0010395264956761787 0.0010205251159934809 0.0011450538792689606 0.0011532148092541798 0.0010264546273304179 0.0018285833557414154 0.0011137864256024104 0.0014090226497257968 0.0010563481135319325 0.0010546606640636355 0.0011091063091485684
leaf_count=612 369 260 242 112 389 383 436 127 161 80 739
internal_value=0 5.84461e-05 0.00010568 3.60721e-05 8.9925e-05 0.000148134 5.15636e-05 0.000136921 0.000273426 0.000400691 0.000144707
internal_weight=0 0.0129563 0.0119168 0.0108962 0.00974302 0.00859796 0.00676938 0.00565559 0.00424657 0.00319022 0.00213556
internal_count=3910 3298 2929 2669 2557 2315 1932 1496 1369 1208 1128
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=11
num_cat=0
split_feature=484 159 47 2 150 2 0 4 48 12
split_gain=9.33095e-05 4.17959e-05 6.32031e-05 7.03786e-05 0.000113308 6.97298e-05 6.09285e-05 6.89356e-05 3.50642e-05 1.34855e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.10113500000000002 0.090480000000000019 0.11125500000000001 -0.060094999999999989 -0.012554999999999998 0.08980500000000001 0.081080000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -7 -9
right_child=1 -3 -4 5 -6 8 -8 9 -10 -11
leaf_value=-0.0005570255087246806 -0.00034674773879416902 0.0003656599865081337 0.00032818797277753427 -0.00069326145993152725 -0.00050423275430289442 0.00010979115641871178 0.00054641845396620784 0.000109976297546658 -0.00037292106300449714 0.00042772160374178144
leaf_weight=0.0010827981811313324 0.0010805682175186082 0.0013741246095835347 0.0018987732223865956 0.0010980261670576947 0.001066984214890385 0.0013608557911015963 0.0013978286952129474 0.0010526367665609545 0.0010064386825509525 0.0010027104887276052
leaf_count=627 1179 388 196 280 189 325 171 159 88 308
internal_value=0 4.32969e-05 2.89795e-06 -6.52301e-05 7.06609e-05 -0.00028486 0.000205958 5.41984e-05 -9.54306e-05 0.00026499
internal_weight=0 0.0123389 0.0109648 0.00906605 0.00560073 0.00346532 0.00453374 0.00313592 0.00236729 0.00205535
internal_count=3910 3283 2895 2699 2006 693 1817 1646 413 467
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=9
num_cat=0
split_feature=11 16 2 47 52 2 4 43
split_gain=2.1027e-05 3.31311e-05 3.69198e-05 4.19518e-05 7.59395e-05 5.51739e-05 5.77086e-05 6.28335e-05
threshold=0.080455000000000013 -0.41862999999999995 0.114165 0.10783500000000001 -0.092854999999999979 0.10113500000000002 -0.0010999999999999996 -0.00084499999999999994
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=-0.011784776694950289 -0.013909065676289009 -0.026894443331282738 0.018445293243172536 0.019375469894052456 -0.00088836899579293731 -0.014880493701810724 -0.0073008867887043088 0.030409935787668454
leaf_weight=0.0016553260498087278 0.0010054124285595262 0.0010415235211464115 0.0014138074425178162 0.0010526243765970559 0.0011075238691291606 0.0013652538244894943 0.0015072014334589975 0.0015241555848677633
leaf_count=400 241 473 418 141 1215 214 382 426
internal_value=0 0.0012187 0.00360716 0.000846234 -0.0021335 0.0025519 0.00830217 0.0172383
internal_weight=0 0.0106674 0.00901209 0.00759828 0.00654566 0.00550413 0.00413888 0.00263168
internal_count=3910 3669 3269 2851 2710 2237 2023 1641
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 15 15 2 2 12
split_gain=0.000204021 7.56379e-05 0.000111976 0.000133094 8.71413e-05 8.09682e-05 9.3538e-05 7.31133e-05 0.000141891 5.74478e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.099595000000000017 0.085265000000000021 -0.03231499999999999 -0.11739999999999999 0.10113500000000002 0.083585000000000007 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 8 -7 -3
right_child=1 5 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00083233146639387064 -0.00031129279755210326 0.00018036034201694476 0.00050846888746978243 0.00088508800684880366 -0.00028655301615157242 -0.00061582655437181048 0.00046695524084073702 -0.00053733162211134231 0.00031088024119502302 -0.00046766455240966935
leaf_weight=0.0010725207779221013 0.001023186831043345 0.0010870599825941688 0.0010639652190356282 0.0014385163733952079 0.0010563042466712469 0.0010030771038510213 0.0018987690792514273 0.0018056748489066942 0.0017321995929890288 0.0010189660229387347
leaf_count=612 369 264 216 282 126 474 403 180 849 135
internal_value=0 5.71094e-05 0.00026037 0.000424729 0.000112394 -5.18729e-05 0.000151361 -0.00023111 -2.89605e-05 -0.000133176
internal_weight=0 0.0131277 0.00458197 0.00355879 0.00212027 0.00854575 0.0040048 0.00454095 0.00273528 0.00210603
internal_count=3910 3298 993 624 342 2305 802 1503 1323 399
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=10
num_cat=0
split_feature=50 133 49 160 16 43 1 1 2
split_gain=2.1325e-05 4.17245e-05 4.99514e-05 8.22523e-05 6.83294e-05 3.15942e-05 3.33238e-05 5.40136e-05 1.14046e-05
threshold=0.086465000000000014 0.087895000000000015 -0.0019649999999999997 -0.075234999999999982 -0.072359999999999994 -0.15109999999999998 0.11026000000000001 0.087545000000000026 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -5 7 -7 -1
right_child=-2 -3 3 5 -6 6 -8 -9 -10
leaf_value=-0.0028087649736293313 -0.013472195020471981 -0.016734211622872582 0.030444874093514804 0.017789376277722143 -0.025443706657282059 -0.0086196951584349875 -0.015271746466505368 0.020481018247004424 0.012190601354242795
leaf_weight=0.0010258067277597593 0.0010794019422310846 0.0011464593146201961 0.0013602754748654258 0.001070877158508688 0.0012074752081435544 0.0013828349849525122 0.0012199756580654653 0.001183857748837492 0.0010021311261309775
leaf_count=84 715 729 394 117 334 858 234 288 157
internal_value=0 0.00128184 0.00346677 0.00871036 -0.00661038 0.00262397 -0.00166483 0.00480268 0.00460336
internal_weight=0 0.0105997 0.00945323 0.00621782 0.00323541 0.00485755 0.00378667 0.00256669 0.00202794
internal_count=3910 3195 2466 1891 575 1497 1380 1146 241
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 15 15 2 2 2
split_gain=0.00023237 7.44325e-05 0.000153653 0.000138877 8.29743e-05 5.72353e-05 0.00010679 6.33674e-05 0.000105755 6.12033e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.099595000000000017 0.085265000000000021 -0.03231499999999999 -0.10192499999999999 0.10113500000000002 0.086130000000000012 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 8 -7 -3
right_child=1 5 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00086505204631163459 -0.00038757944753161342 -0.0004341340137996573 0.00052820810564960241 0.00093831047365169049 -0.00024677174899488365 -0.00043167827514960954 0.00057089953455802104 -0.000479631592970982 0.00034392760044519183 0.00016753662391412057
leaf_weight=0.0011273020610822861 0.0010694918387685959 0.0011907690833826449 0.0010720727524630245 0.0014078722623155782 0.0010527286592210139 0.0012348460767141502 0.0013631060306052304 0.0018190042644849291 0.0014931968642492659 0.0014313192559567206
leaf_count=612 379 219 211 280 123 759 336 180 564 247
internal_value=0 6.25904e-05 0.000263572 0.000460703 0.000144246 -4.58162e-05 0.000125726 -0.000196162 -7.14967e-06 -0.0001057
internal_weight=0 0.0131344 0.00460217 0.00353267 0.0021248 0.00853224 0.00398519 0.00454705 0.00272804 0.00262209
internal_count=3910 3298 993 614 334 2305 802 1503 1323 466
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=9
num_cat=0
split_feature=41 157 160 42 0 48 42 0
split_gain=2.35394e-05 5.01869e-05 8.89442e-05 8.911e-05 6.2526e-05 0.000131164 8.73555e-05 6.91509e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 0.08593000000000002 0.084435000000000024 0.0059850000000000016
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=0.021621093008852687 -0.014747795302044576 -0.024084649104045702 -0.022808391793509755 -0.0094130398263546251 0.029554633024893712 0.043903752369971252 -0.014666426405910394 -0.002408980018325541
leaf_weight=0.0010905335027264216 0.0010005112811947445 0.0014235842134309755 0.0011495063912958514 0.001708631329298816 0.0015204371883953201 0.0010679779901517274 0.0015041913022320929 0.0012198865468282878
leaf_count=498 224 809 841 168 239 264 747 120
internal_value=0 0.00129293 -0.00101769 0.00300131 0.0072269 0.0125787 0.00469693 0.0153257
internal_weight=0 0.0106847 0.00959421 0.00817063 0.00702112 0.00531249 0.00424452 0.00274032
internal_count=3910 3686 3188 2379 1538 1370 1106 359
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=8
num_cat=0
split_feature=1 3 15 0 151 16 12
split_gain=2.28289e-05 5.54513e-05 7.31116e-05 5.65673e-05 4.55377e-05 9.58437e-05 4.21489e-05
threshold=0.094385000000000011 -0.115685 -0.0071449999999999994 -0.040094999999999992 -0.0060399999999999994 -0.055679999999999993 0.090840000000000018
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=0.01177190700261517 -0.011224160079215789 -0.027474809801959973 0.013434048695631674 -0.017325338325459395 0.03057657711964102 -0.0081717118321107639 0.0048923438589758934
leaf_weight=0.001486540809312294 0.0014665368147587388 0.0015939402304045525 0.0013768372823644574 0.0010567592236629775 0.0017146591776150623 0.0019143693763457458 0.001018423575971544
leaf_count=229 291 1122 1255 109 319 441 144
internal_value=0 -0.00473443 -0.0108268 7.71648e-05 0.00413913 0.00898712 0.0210059
internal_weight=0 0.00551408 0.00402754 0.0024336 0.00611399 0.00464745 0.00273308
internal_count=3910 2715 2486 1364 1195 904 463
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=11
num_cat=0
split_feature=484 4 16 52 16 1 16 4 4 12
split_gain=8.57336e-05 5.1264e-05 5.34509e-05 8.97496e-05 8.58572e-05 7.48765e-05 6.63647e-05 0.000100177 5.26759e-05 1.80285e-05
threshold=-1.0000000180025095e-35 0.28937500000000005 -0.30307999999999996 0.11110500000000002 0.26538000000000006 0.11287500000000002 0.011450000000000002 0.0057500000000000008 -0.078094999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -3
right_child=1 9 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0005345404916665816 -0.00043840638415232189 0.00013665792263705179 -3.7072458223784241e-05 0.00049296037766162937 -0.00046412514142415783 0.00054058573407959681 0.00034264452414168342 0.00027224789421351724 -0.00060668134312355851 0.00048968650717275174
leaf_weight=0.0010673283191495559 0.001027102737083954 0.001105504814179801 0.0010131580154306276 0.0013865244018722465 0.0015346265397446447 0.0010159424225870684 0.001305928760012804 0.0013281622473397172 0.001625859421124794 0.0011192198957405419
leaf_count=627 165 306 737 446 374 123 185 158 689 100
internal_value=0 4.44888e-05 -1.41367e-05 3.3177e-05 -4.83066e-05 5.31597e-05 -4.07502e-05 -0.000166957 -0.000388 0.00031426
internal_weight=0 0.012462 0.0102373 0.0092102 0.00782368 0.00628905 0.00527311 0.00396718 0.00263902 0.00222472
internal_count=3910 3283 2877 2712 2266 1892 1769 1584 1426 406
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=9
num_cat=0
split_feature=124 4 2 2 4 1 0 12
split_gain=2.17463e-05 3.46206e-05 7.8244e-05 5.78606e-05 5.39365e-05 4.60852e-05 6.87162e-05 4.5795e-05
threshold=-0.048219999999999992 -0.034289999999999994 0.10836000000000003 0.090695000000000012 -0.0010999999999999996 0.11235500000000002 -0.17106499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -7
right_child=1 4 -4 -5 5 7 -8 -9
leaf_value=0.013077128609341501 -0.0039450829448732074 0.022727104650144898 0.013172590873815965 -0.034642920299172257 0.0089548628326562678 0.02285673967582786 -0.020936245966962072 -0.0036256764920485083
leaf_weight=0.0011365686143305727 0.0012218817773725485 0.0011172656840222252 0.0010566393358779121 0.0012341750348245795 0.0012628424559098005 0.0012116640693663962 0.0019670315515829206 0.0014161953734535722
leaf_count=319 1173 658 207 387 122 229 675 140
internal_value=0 -0.00148542 -0.00958158 -0.0193708 0.00259191 -0.00124855 -0.00924918 0.00858494
internal_weight=0 0.0104877 0.0035127 0.00245606 0.006975 0.00585773 0.00322987 0.00262786
internal_count=3910 3591 1767 1560 1824 1166 797 369
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=12
num_cat=0
split_feature=14 484 157 48 39 48 13 43 0 52 0
split_gain=0.000212697 0.000168343 0.000141977 9.69197e-05 0.000122756 0.000131814 0.000117464 0.000101843 0.000133287 7.76804e-05 4.70197e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.11930500000000001 0.092870000000000022 0.095825000000000007 -0.11267999999999999 -0.074254999999999988 -0.15291499999999997 0.09086000000000001 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 9 -9 10 -8
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00068895030193858581 -0.00087485524821041198 0.0007824816651277643 0.00055585331350263784 -0.00052165531268805643 -0.00051190652117712068 0.00085377491467235279 0.00011404405219780324 0.00019029035505164943 -0.00061130200824508645 -0.00021698917948532101 0.00068057020379799684
leaf_weight=0.0010795916394617132 0.0010184152901582125 0.0011252409529605356 0.0017303696631207057 0.0010285797724522696 0.0010945582772293625 0.001002836529843054 0.0010214489012527008 0.0014035412101310086 0.0018470449824478624 0.0010559161349525297 0.0012556226971688288
leaf_count=583 153 389 170 112 180 140 205 102 1303 239 334
internal_value=0 5.40672e-05 0.000117907 5.25387e-05 0.000109266 0.000182243 0.000101242 -1.82446e-05 -0.00026519 0.000222595 0.000426438
internal_weight=0 0.0136448 0.0125652 0.0114399 0.0104113 0.00931678 0.00831394 0.00658357 0.00325059 0.00333299 0.00227707
internal_count=3910 3757 3174 2785 2673 2493 2353 2183 1405 778 539
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=11
num_cat=0
split_feature=484 48 39 4 51 12 2 12 15 0
split_gain=8.54172e-05 5.1329e-05 0.000102157 9.2456e-05 5.78892e-05 8.59521e-05 0.000148056 7.48002e-05 8.41288e-05 4.60992e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.092870000000000022 0.28937500000000005 -0.09021499999999999 0.098845000000000016 0.086650000000000019 0.090840000000000018 -0.089594999999999994 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00053814682591698051 0.0004501055870652185 -0.00038482136710546829 -0.00050588495774205782 0.00054863130766569788 -2.5628467759903774e-05 -0.00046008667055633345 0.00057841808913118554 0.00074380819296812823 -0.00011239715370839185 -0.00060265451246057917
leaf_weight=0.0010755741298763043 0.0012077776439781028 0.0010155987926541059 0.0010566497252959264 0.0017250382831502349 0.0010064043010570255 0.0013518059269514871 0.0010765455691949153 0.001100077491096486 0.0018297072008123378 0.0011299693139739976
leaf_count=627 340 137 196 270 100 339 202 320 486 893
internal_value=0 3.77001e-05 7.50662e-05 0.000133937 5.17326e-05 -1.24672e-05 8.60391e-05 0.000308334 0.000143497 -0.000330829
internal_weight=0 0.0124996 0.011484 0.0104273 0.00870229 0.00749451 0.0061427 0.00400633 0.00290625 0.00213637
internal_count=3910 3283 3146 2950 2680 2340 2001 1008 688 993
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=9
num_cat=0
split_feature=50 160 12 4 43 16 49 2
split_gain=2.30776e-05 3.66159e-05 4.36177e-05 6.54252e-05 5.96317e-05 0.000116485 5.15504e-05 5.50853e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 -0.23071499999999998 -0.078644999999999979 -0.0090499999999999973 -0.029304999999999998 0.090420000000000014
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=-0.012955163713890057 -0.014067243205738886 -0.016582960317910005 -0.013816862105161636 -0.0044302136045287939 0.022374337389552426 0.038619691733545819 -0.020045168019647383 0.01244413343321257
leaf_weight=0.001412320624155851 0.0010698518104423375 0.0010288540551243097 0.0013743650185452276 0.0019923183665635181 0.0011461207428452918 0.0015577964185443018 0.0010580541932051263 0.0010297725798080082
leaf_count=414 715 318 209 736 131 408 622 357
internal_value=0 0.00134316 0.00327022 0.00607902 0.0101097 0.0161551 0.00533387 -0.00402057
internal_weight=0 0.0105996 0.00957075 0.00815843 0.00678406 0.00479174 0.00323395 0.00208783
internal_count=3910 3195 2877 2463 2254 1518 1110 979
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=10
num_cat=0
split_feature=475 151 4 0 15 12 0 12 15
split_gain=2.21225e-05 3.20675e-05 7.74035e-05 7.59407e-05 7.39183e-05 5.71267e-05 8.03948e-05 6.96827e-05 3.33206e-05
threshold=-1.0000000180025095e-35 -0.084874999999999992 0.28937500000000005 -0.11756999999999999 -0.087044999999999997 0.091405000000000014 -0.017269999999999997 0.098845000000000016 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -6 -7 -3
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=-0.012893965280593368 -0.013600050776204999 -0.029487861491968543 0.024579742730515133 0.030136366291116809 -0.027171963069357492 0.030348365976938747 0.0087657625528637824 -0.0057184304599567541 -0.0041229122778036788
leaf_weight=0.0012039432423509014 0.0012503926748375386 0.0010435951564185123 0.0014605319005859914 0.0010007532143291109 0.0013112158190426463 0.0010614956799174374 0.0011850854658990834 0.0010814325233607642 0.0010281143491538093
leaf_count=621 285 157 326 400 989 489 115 365 163
internal_value=0 0.001423 0.003471 -0.000526826 0.00548752 0.00017038 -0.010111 0.0121472 -0.0169002
internal_weight=0 0.0104226 0.00917222 0.00771169 0.00563998 0.00463923 0.0024963 0.00214293 0.00207171
internal_count=3910 3289 3004 2678 2358 1958 1104 854 320
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=12
num_cat=0
split_feature=14 484 475 3 16 16 43 13 16 1 1
split_gain=0.000247825 0.000179566 0.000183715 9.34905e-05 0.000110293 9.74584e-05 0.000119138 7.96005e-05 8.64392e-05 7.08162e-05 5.77832e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.048844999999999993 0.092005000000000017 0.22945500000000005 -0.114825 -0.089949999999999988 -0.23438999999999996 -0.072359999999999994 0.086560000000000012 0.10884000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 -7 -5 -9 -8 -4
right_child=-2 2 3 7 -6 6 9 8 -10 -11 -12
leaf_value=-0.00070781902517401646 -0.0009513927314187975 0.00092751670714499575 0.00059230092682269089 0.00013811474746269455 0.00067830456943731795 -0.00072228683534530675 0.00046191839392427213 -7.2983350098611142e-05 -0.00082525157428973408 -0.00022768174154371711 2.8268234506654375e-05
leaf_weight=0.0010836114224473609 0.0010033860201035727 0.0010065620666025897 0.0015471263856180111 0.0017010237414698029 0.0014084122002632317 0.0010035800490086955 0.0010529833285576069 0.0012802855556287851 0.0010848707709489552 0.0012547795904641521 0.0012728226198144598
leaf_count=583 147 405 270 162 280 343 909 105 73 450 183
internal_value=0 5.81419e-05 0.00012395 5.4258e-05 0.000183496 6.98342e-05 -0.000158296 -0.000185381 -0.00041804 8.69682e-05 0.000337717
internal_weight=0 0.0136961 0.0126124 0.0116059 0.0075397 0.00613129 0.00331134 0.00406618 0.00236516 0.00230776 0.00281995
internal_count=3910 3763 3180 2775 2435 2155 1702 340 178 1359 453
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=9
num_cat=0
split_feature=124 3 1 1 160 484 2 16
split_gain=2.37495e-05 3.57253e-05 5.62154e-05 4.50272e-05 5.27878e-05 5.19299e-05 4.63188e-05 6.97856e-05
threshold=-0.048219999999999992 0.16699000000000003 0.13148500000000005 0.11561500000000001 0.069910000000000014 0.073820000000000011 0.088055000000000008 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.013614555271169702 -0.0012982225448809571 0.016409004646563249 -0.023570086242769742 0.017681174673602883 0.012440436767911955 0.011972327094314526 -0.0026893366304116474 -0.03638630584670783
leaf_weight=0.0011447167153735916 0.0019497503564474385 0.0010012821316802171 0.0012115094789506954 0.0011689504360643428 0.001607436118702084 0.001038746431587515 0.0010807810794991584 0.0014248091043375264
leaf_count=319 1255 162 134 169 397 369 168 937
internal_value=0 -0.00155532 -0.00345232 -0.000505352 -0.00349896 -0.00816243 -0.0128568 -0.0218512
internal_weight=0 0.0104833 0.00948198 0.00827047 0.00710152 0.00549409 0.00445534 0.00250559
internal_count=3910 3591 3429 3295 3126 2729 2360 1105
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=9
num_cat=0
split_feature=475 42 43 3 13 1 4 4
split_gain=2.01991e-05 2.85351e-05 6.48845e-05 8.50221e-05 4.99793e-05 9.46795e-05 0.000146282 1.29479e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 -0.11267999999999999 0.11215000000000001 0.0057500000000000008 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 -4
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.012307178033537057 -0.011534898870717167 0.0020479056847367083 0.017832640089813882 0.037987575974673206 -0.022041603367379342 -0.031210578443734545 0.023845028794729901 0.0021098769311057321
leaf_weight=0.0012062655901557305 0.001471962646812726 0.0016651833574656083 0.0010958293954229613 0.0010885293579680946 0.0013447239996511972 0.0012786234947272761 0.0014372840428902756 0.0010033313480295311
leaf_count=621 994 563 72 437 728 111 187 197
internal_value=0 0.00136401 0.00349411 0.0162547 -0.00221045 -0.00868692 0.00166506 0.0103177
internal_weight=0 0.0103855 0.0089135 0.00275371 0.00615979 0.00406063 0.00278201 0.00209916
internal_count=3910 3289 2295 1000 1295 1026 915 269
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=9
num_cat=0
split_feature=147 11 3 16 15 43 0 3
split_gain=2.07137e-05 5.28794e-05 6.31154e-05 7.97519e-05 4.9648e-05 0.0001147 9.85926e-05 3.70189e-05
threshold=0.087265000000000023 0.077330000000000024 -0.10628499999999998 -0.30307999999999996 -0.017214999999999998 -0.079109999999999986 -0.10462499999999998 0.10666500000000002
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 7 6 -8 -9
leaf_value=0.019410469528901908 0.013587113538829604 -0.021903284764694039 -0.028527777208140044 -0.035052644849125313 0.0022412044811049624 -0.0099805282616785718 0.027044235866625521 0.02594386885911289
leaf_weight=0.0015655352331032336 0.0010155555030060956 0.0011204531551484874 0.0010291689604353489 0.0010016806933961925 0.0016456703862144069 0.001915343376680754 0.001151672506100831 0.0010989123758460284
leaf_count=218 191 269 332 547 1533 195 564 61
internal_value=0 -0.00136744 0.0010783 -0.00258123 0.00133808 -0.00567297 0.00392237 0.0117316
internal_weight=0 0.0105284 0.00940798 0.00784245 0.00681328 0.0040687 0.00306702 0.00274458
internal_count=3910 3719 3450 3232 2900 1306 759 1594
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=8
num_cat=0
split_feature=150 151 2 12 2 0 4
split_gain=2.0549e-05 8.48714e-05 4.01798e-05 7.02956e-05 6.13726e-05 3.58853e-05 5.16164e-05
threshold=0.082085000000000019 -0.051109999999999996 0.084235000000000018 0.051320000000000005 0.093815000000000009 -0.11756999999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=0.023585005788551806 0.025682248064819797 -0.0099109063174790384 -0.02857839616866862 -0.0065469922238199935 -0.013784810444377238 -0.0072671520357338844 0.019801800225794097
leaf_weight=0.00138079127926668 0.0013201157438901562 0.0013601966082285319 0.0011028373196214289 0.0017624961775870483 0.0017041666107854318 0.0016147761479580497 0.0012495548530614736
leaf_count=203 321 192 1138 859 243 215 739
internal_value=0 0.00761954 -0.00237939 0.00668947 -0.00740572 -0.00229463 0.00454159
internal_weight=0 0.00268031 0.00881462 0.00314329 0.00567133 0.0045685 0.00286433
internal_count=3910 513 3397 1062 2335 1197 954
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=9
num_cat=0
split_feature=159 15 51 43 4 2 4 12
split_gain=1.91645e-05 3.32018e-05 4.11168e-05 6.31328e-05 5.63226e-05 5.19388e-05 3.1349e-05 2.90395e-05
threshold=-0.034019999999999988 -0.24219999999999997 0.077145000000000005 -0.053009999999999995 -1.0000000180025095e-35 0.093815000000000009 0.0021050000000000005 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 -3 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.013078489744532757 0.017956920085054267 -0.016296926053197859 0.01328985886997616 0.010890198242584056 -0.024544740807577532 0.021268913491421869 0.0080282310255831418 -0.012094628268693362
leaf_weight=0.0010267112868548268 0.0010666639347408314 0.0010233723491816554 0.001723344176345269 0.0010448215776746579 0.0019460624804505063 0.0013709351255669811 0.0010984864097981684 0.0011598841118824947
leaf_count=520 283 705 428 156 434 339 137 908
internal_value=0 0.0012403 -0.000663322 -0.00380925 -0.0121461 0.00609809 -0.00370379 -0.001202
internal_weight=0 0.0104336 0.00936691 0.00764356 0.00415077 0.00349279 0.00212186 0.00220471
internal_count=3910 3390 3107 2679 1498 1181 842 1064
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=9
num_cat=0
split_feature=50 15 2 2 40 150 16 4
split_gain=1.89027e-05 3.32861e-05 3.92564e-05 5.52524e-05 6.77379e-05 5.17511e-05 5.88053e-05 4.60831e-05
threshold=0.086465000000000014 -0.24219999999999997 0.11934000000000002 0.11125500000000001 -1.0000000180025095e-35 0.086420000000000011 -0.097709999999999977 -0.034289999999999994
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=0.018267348525662697 -0.012916406024281438 -0.025035297703456579 -0.019320852808200544 0.022053562605022337 -0.010591054741867056 -0.018027714831452175 0.0019792882846747981 0.024361910639737878
leaf_weight=0.0010344574427013529 0.0010365033754768599 0.0010552598019914084 0.0010038286694127258 0.0011412982112952953 0.001445060161108516 0.0010334879727681209 0.0018323343137420236 0.0018471496931873469
leaf_count=278 715 208 248 209 289 230 1203 530
internal_value=0 0.00124543 -0.000636133 0.00160889 -0.0016259 0.00238561 0.00650245 0.0132157
internal_weight=0 0.0103929 0.00935842 0.00835459 0.00721329 0.00615803 0.00512454 0.00367948
internal_count=3910 3195 2917 2669 2460 2252 2022 1733
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=8
num_cat=0
split_feature=124 13 16 48 16 1 15
split_gain=2.13564e-05 2.69806e-05 4.04708e-05 6.06011e-05 6.63838e-05 4.82551e-05 6.1436e-05
threshold=-0.048219999999999992 -0.23438999999999996 0.10994000000000002 0.087035000000000015 -0.004514999999999999 0.085835000000000009 -0.10981499999999998
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=0.013090153869345865 0.011775085329055496 -0.016940249358854239 -0.015977532190021591 -0.015695128895705932 0.026782673037047258 -0.012094819814269901 0.018586137875610139
leaf_weight=0.0011181193067937847 0.0013390221195648351 0.0012268449830863978 0.0020003237875734639 0.001787700110825876 0.0011555897817651459 0.0010548962146913249 0.0017116351815193648
leaf_count=319 178 1370 622 370 390 124 537
internal_value=0 -0.0014627 -0.0034461 0.00016758 0.00567505 -0.000433005 0.00688729
internal_weight=0 0.010276 0.00893699 0.00693667 0.00514897 0.00399338 0.00276653
internal_count=3910 3591 3413 2791 2421 2031 661
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=9
num_cat=0
split_feature=475 151 4 0 42 43 13 15
split_gain=2.27086e-05 2.95726e-05 8.14135e-05 5.24503e-05 5.69189e-05 0.000117409 8.67541e-05 2.25908e-05
threshold=-1.0000000180025095e-35 -0.084874999999999992 0.28937500000000005 -0.11756999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.11267999999999999 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -7 -3
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.013170547154036982 -0.013126730770238088 -0.025088346540423207 0.025343516194268979 -0.015260409032068996 0.028653906460130399 0.015425351289552006 -0.021964651873715733 -0.0039259437593923367
leaf_weight=0.0011787938796864539 0.0012185117789669632 0.0010055231092351603 0.0014309281697044767 0.0011651575736304886 0.001858126125355102 0.0011614278917822102 0.0013325218205868777 0.0010122189799614215
leaf_count=621 285 153 326 859 541 95 863 167
internal_value=0 0.00149029 0.00347681 -0.000675779 0.00436973 0.00962521 -0.00455219 -0.014472
internal_weight=0 0.0101844 0.0089659 0.00753498 0.00551723 0.00435208 0.00249395 0.00201774
internal_count=3910 3289 3004 2678 2358 1499 958 320
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=8
num_cat=0
split_feature=124 42 49 1 1 4 4
split_gain=1.94763e-05 2.75331e-05 4.43629e-05 9.39056e-05 8.58607e-05 4.80957e-05 6.46734e-05
threshold=-0.048219999999999992 0.092145000000000019 -0.00064499999999999985 0.09112000000000002 0.11198000000000001 -0.0010999999999999996 -0.12499499999999999
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=0.012536689605853092 0.012599244304949884 -0.014300482162620518 -0.0066860932079330811 -0.025644035727948097 0.023948949874201025 -0.0158062296169411 0.024709921882205874
leaf_weight=0.0011127044671421739 0.0010824049084655679 0.0014228725955610913 0.0016323844251163312 0.0015782874564420953 0.0017701180173733989 0.0016227513738147083 0.0010970522024506442
leaf_count=319 387 756 276 234 241 468 1229
internal_value=0 -0.00139599 0.000694582 -0.0100862 0.00537978 -0.00217265 0.00593302
internal_weight=0 0.0102059 0.008783 0.00266069 0.00612231 0.00435219 0.00272944
internal_count=3910 3591 2835 621 2214 1973 1505
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=9
num_cat=0
split_feature=150 151 1 42 3 15 1 4
split_gain=2.21404e-05 6.95203e-05 3.7508e-05 5.35052e-05 4.51013e-05 6.64773e-05 4.31919e-05 0.000111823
threshold=0.082085000000000019 -0.024429999999999997 0.12864500000000004 0.091955000000000023 0.092005000000000017 -0.0058549999999999991 0.095155000000000017 -0.15333499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.021315870521115693 0.022892085005487759 -0.0097367310073110322 0.012744697628189031 -0.026726903109297963 -0.032440771970536381 0.0028074178253659873 0.019459961359834695 -0.019043810675318198
leaf_weight=0.0011565949655692306 0.0014314069599747124 0.0012007759928739082 0.0013651100469968735 0.0010061110785614686 0.0010027192879749069 0.0011472197969045229 0.0012831916250705235 0.0016889780904558
leaf_count=124 330 183 280 669 98 120 311 1795
internal_value=0 0.00800714 -0.00246713 -0.00531769 -0.00188704 -0.0136321 0.00422889 -0.00263945
internal_weight=0 0.00263218 0.00864992 0.00728481 0.0062787 0.00214994 0.00412876 0.00284557
internal_count=3910 513 3397 3117 2448 218 2230 1919
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=9
num_cat=0
split_feature=50 133 12 3 49 0 15 4
split_gain=2.02074e-05 3.28267e-05 4.71931e-05 4.9068e-05 7.82909e-05 7.71638e-05 8.54099e-05 2.76014e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 -0.13927999999999999 -0.00064499999999999985 -0.053834999999999994 -0.064869999999999983 0.011185000000000002
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=-0.015642731499493159 -0.01337508660232687 -0.014874779139628404 0.022985906764454153 -0.0011700978702361827 0.0035799878660183874 -0.011221363224757518 0.036996477964254766 -0.023306336125141918
leaf_weight=0.0011480961745628021 0.001029535235267459 0.0011144365207601337 0.0014072753621850471 0.0010840322267704526 0.0016907779269286153 0.001196017849557657 0.0013967042106456356 0.0011725516146817508
leaf_count=346 715 729 289 305 396 182 840 108
internal_value=0 0.0013242 0.00330901 0.00604683 0.00240193 0.0103432 0.0186968 -0.0126724
internal_weight=0 0.0102099 0.00909546 0.00794736 0.00654008 0.0042835 0.00308748 0.00225658
internal_count=3910 3195 2466 2120 1831 1418 1236 413
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=11
num_cat=0
split_feature=484 1 12 131 12 4 3 0 4 4
split_gain=9.63471e-05 7.04918e-05 9.34319e-05 6.5389e-05 6.82946e-05 0.000126372 4.30568e-05 0.000116572 8.16033e-05 3.56147e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.088565000000000019 0.085185000000000025 -0.0037349999999999992 0.11818000000000002 -0.13027499999999997 -0.020179999999999997 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 9 -9 -2
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0005732573221345304 0.00016466706387474364 0.00052698308265246383 -0.00056863449795169338 -0.00042071701854568867 -6.7727863673879739e-05 0.00073747091080864416 -0.00031508813883944433 8.0673583183483891e-05 -0.00063066687387636525 0.00067592469898523759
leaf_weight=0.001083048141848471 0.0010597638261385933 0.0010331444158280132 0.001037967825978506 0.0010239597859056431 0.0014648409824565404 0.001534290753057685 0.0014284138339996089 0.0015428408597720046 0.00103662161411683 0.0010359176274820272
leaf_count=627 135 216 116 426 1141 342 136 289 377 105
internal_value=0 3.69781e-05 -8.36567e-06 4.90611e-05 0.000101906 0.000344194 -1.71477e-05 7.38831e-05 -0.000205196 0.000417387
internal_weight=0 0.0121978 0.0111646 0.0101266 0.00910269 0.00299913 0.00610356 0.00467514 0.00257946 0.00209568
internal_count=3910 3283 3067 2951 2525 1483 1042 906 666 240
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=12
num_cat=0
split_feature=14 484 51 42 1 12 1 12 1 42 3
split_gain=0.000208659 0.00011188 6.50714e-05 6.23131e-05 6.66529e-05 0.000172986 9.35071e-05 9.80363e-05 6.52889e-05 0.000109188 0.000155271
threshold=0.018455000000000003 -1.0000000180025095e-35 -0.09021499999999999 -1.0000000180025095e-35 0.122185 0.10058500000000002 0.11052000000000002 0.092150000000000024 0.099595000000000017 0.084100000000000022 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 10 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00056068743014847547 -0.00088014971441453848 0.00046704662268681968 -0.00039725127830626572 0.00080645591204149103 0.0005518000027822424 -0.00071114728550433629 -0.00036204736850486508 0.00077190027630269845 0.00056747551438745191 -0.00051995976634694571 -0.00017264654298987619
leaf_weight=0.0010670124374746537 0.0010055183887511853 0.0016221409589068621 0.0010969126649791475 0.0010426790407358222 0.0010923158694848391 0.0010381988567288222 0.0011563453719053655 0.0011122949521530237 0.0010033200098267386 0.0010822012283499172 0.0015461092582488276
leaf_count=598 159 379 855 161 273 142 143 298 156 632 114
internal_value=0 4.7324e-05 0.000102338 4.41684e-05 9.75327e-05 3.53607e-05 0.000146988 0.000248709 0.000124211 3.06271e-06 0.000221704
internal_weight=0 0.0128595 0.0117925 0.0101704 0.00907346 0.00798115 0.00694295 0.0057866 0.00467431 0.00367099 0.00258879
internal_count=3910 3751 3153 2774 1919 1646 1504 1361 1063 907 275
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=8
num_cat=0
split_feature=150 2 1 4 3 42 43
split_gain=2.19648e-05 7.07788e-05 3.8811e-05 7.04554e-05 5.83262e-05 3.37341e-05 4.23358e-05
threshold=0.082085000000000019 0.090695000000000012 0.10752500000000002 -0.0010999999999999996 0.10856000000000002 0.078965000000000021 0.0050750000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0050740400756393361 -0.0088147060148675554 0.023977102247525615 0.017606025959463284 -0.025211468961028778 -0.0089281758995807779 -0.014064587463449213 0.021234675170651043
leaf_weight=0.0013952294799886727 0.0012876603500028654 0.0013465459345314778 0.0018806881605762348 0.0016175295211225743 0.0014806170654334894 0.0011817816698125637 0.0010891190433442337
leaf_count=854 258 255 402 657 194 1120 170
internal_value=0 0.00794772 -0.00248257 -0.00782676 0.00591801 -0.000156468 0.0064595
internal_weight=0 0.00263421 0.00864496 0.00528366 0.00336131 0.00366613 0.00248435
internal_count=3910 513 3397 2801 596 2144 1024
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 12 42 13 2 4 16
split_gain=0.000217242 7.27921e-05 7.3566e-05 9.01875e-05 0.000107133 7.94029e-05 9.22116e-05 8.83043e-05 6.19554e-05 6.03344e-05 0.000128065
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.10898500000000001 0.097345000000000015 0.085775000000000004 -0.010739999999999998 0.091985000000000011 -1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -9 -11
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00084762256142693047 0.00062966661978316194 0.00054969087589411042 -0.00044959892057246591 0.00013022591181283973 -0.00054116042217161858 0.00058233406061799131 -0.00042687866839437528 0.00022530874556106912 0.00080200862350858612 -0.00078165533931450176 0.00015667500489974521
leaf_weight=0.0010827351007923281 0.0010110953019115158 0.0010970639604043929 0.0011497410312711143 0.0011174524969060455 0.0011740729970242071 0.0010995730109362879 0.0014463734582126995 0.0017601836654902478 0.0010002877596450022 0.0010030932767684866 0.001263724279735963
leaf_count=612 156 216 117 425 476 281 692 571 144 115 105
internal_value=0 6.61889e-05 2.20802e-05 7.19438e-05 1.47796e-05 8.98846e-05 1.85533e-05 0.000123401 0.000447534 -4.7056e-05 -0.000258547
internal_weight=0 0.0131227 0.0120256 0.0108759 0.00986476 0.00869069 0.00759111 0.00614474 0.00211774 0.004027 0.00226682
internal_count=3910 3298 3082 2965 2809 2333 2052 1360 569 791 220
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=10
num_cat=0
split_feature=16 16 0 0 3 51 48 49 12
split_gain=2.19657e-05 4.42029e-05 4.6259e-05 6.25604e-05 5.83962e-05 4.16222e-05 5.19923e-05 7.41683e-05 3.42883e-05
threshold=-0.055679999999999993 -0.008069999999999999 0.11015500000000002 -0.084874999999999992 -0.074234999999999982 0.090935000000000016 0.086215000000000014 -0.029304999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 -1 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.027637449073582461 -0.022783816066599592 0.014512260575455311 0.016396618380870111 0.0025154262346831673 -0.029123562257159692 0.022712849321649492 -0.017515509443821929 0.0076961406590692009 -0.016953647605796148
leaf_weight=0.0011274373108430538 0.0010658452255273322 0.0010166913212844792 0.0012324640074605642 0.0010448728534970344 0.0013207574760476528 0.0010156243001302329 0.0012034109697331868 0.0012160214173533219 0.0010529478549480805
leaf_count=166 507 328 164 489 358 311 196 319 1072
internal_value=0 -0.00442876 -0.00018942 -0.00623311 -0.015149 0.00439079 0.00034534 0.00667378 -0.00374295
internal_weight=0 0.00568063 0.00461479 0.00338232 0.00236563 0.00561544 0.00459982 0.00339641 0.00226897
internal_count=3910 1846 1339 1175 847 2064 1753 1557 1391
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=8
num_cat=0
split_feature=39 42 49 457 49 13 15
split_gain=2.07133e-05 5.86374e-05 6.08409e-05 8.41868e-05 6.46803e-05 7.95814e-05 0.000116963
threshold=0.085060000000000011 0.091955000000000023 -0.084114999999999981 0.041935000000000007 0.082865000000000008 -0.074599999999999986 -0.10071499999999999
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=-0.019838774157184366 0.010853257934509362 -0.02104692881809761 0.010666419888799935 0.029559013374207521 0.021232442292679201 0.0076210793397556197 -0.032646884966181663
leaf_weight=0.001163359862783226 0.0015110226391382509 0.0013532062612092817 0.0019605033388657577 0.0011541841868455147 0.001169143142187766 0.0012650415671270352 0.0016782440088649489
leaf_count=191 417 682 794 222 530 109 965
internal_value=0 -0.00173005 0.00138535 0.00480183 9.66352e-05 -0.00494249 -0.0153395
internal_weight=0 0.00974368 0.00839048 0.00722712 0.00607293 0.00490379 0.00294329
internal_count=3910 3493 2811 2620 2398 1868 1074
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=11
num_cat=0
split_feature=484 1 12 131 12 4 157 3 1 4
split_gain=0.000195339 6.09207e-05 0.00010239 7.09173e-05 8.00561e-05 0.000133146 8.31239e-05 7.17041e-05 0.000104651 0.000132777
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.088565000000000019 0.085185000000000025 -0.0037349999999999992 -0.07453499999999999 0.11818000000000002 0.094385000000000011 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00082176469053820496 0.00052607522938991232 0.00051214210331701753 -0.00054712255877292619 -0.00041628942771623903 -3.0694381750850069e-05 0.00078490847961371556 0.0001995897517293463 -0.00048685240241441653 0.00042346863901576221 -0.00070508815986385412
leaf_weight=0.0010468246587379644 0.0010013647256339984 0.0010485026823122872 0.0011122891986608202 0.0010081225382445299 0.0014896242148618995 0.0015919164760846937 0.0013667068528497601 0.0013180099232662085 0.0016395157704770422 0.0011473356498247762
leaf_count=612 182 216 117 426 1145 345 205 119 298 245
internal_value=0 5.93983e-05 1.87381e-05 7.83257e-05 0.000130514 0.000390644 6.67523e-06 -8.83814e-05 3.80617e-05 -0.000213279
internal_weight=0 0.0127234 0.0116749 0.0105626 0.00955447 0.00308154 0.00647293 0.00547157 0.00415356 0.00251404
internal_count=3910 3298 3082 2965 2539 1490 1049 867 748 450
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=11
num_cat=0
split_feature=484 1 51 12 52 0 0 49 1 3
split_gain=0.000116775 4.44425e-05 8.06826e-05 5.79449e-05 4.78962e-05 6.25809e-05 0.000160875 8.48462e-05 4.60254e-05 7.27063e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 -0.088354999999999989 -0.069954999999999976 0.12500000000000003 -0.045004999999999996 0.11026000000000001 -0.00088499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6 9 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00062423758233790384 0.00048618200522435555 0.00043892113882892437 -0.00034720587241220168 -0.00044459407641162337 0.00034566481760576014 0.00082929192280758177 -0.00018335283743571237 -0.00035808637584908767 -0.0004924129266899314 0.00033564012024222509
leaf_weight=0.0010777155467419303 0.0012357411592444972 0.0010290011924233644 0.0012374448971986807 0.0012237489687498626 0.0014761022665118616 0.0012226305992038815 0.001190442435252799 0.0012745587284095404 0.0013894130339908366 0.0010671631968493947
leaf_count=627 367 216 342 188 247 238 63 1393 142 87
internal_value=0 4.8778e-05 1.33049e-05 -4.46581e-05 1.05953e-05 6.86979e-05 0.000329723 -5.22633e-05 -0.000209691 -4.19432e-05
internal_weight=0 0.0123462 0.0113172 0.0100815 0.00885776 0.00762031 0.00241307 0.00520724 0.00373113 0.00234172
internal_count=3910 3283 3067 2700 2512 2170 301 1869 1622 1480
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=9
num_cat=0
split_feature=50 133 49 160 15 52 15 0
split_gain=1.96745e-05 3.23939e-05 4.08983e-05 7.03794e-05 6.04645e-05 4.10399e-05 5.91808e-05 2.10348e-05
threshold=0.086465000000000014 0.087895000000000015 -0.006494999999999999 -0.075234999999999982 -0.033649999999999992 -0.06724999999999999 -0.11739999999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=0.0051925189108968355 -0.013217122318259309 -0.0147566461392807 0.028557612612129964 -0.013443489970088885 -0.023432915264476949 -0.012436309046999557 0.026863471898477771 0.0082830496366401735
leaf_weight=0.001866982957157952 0.0010310935907263527 0.0011225994063785308 0.0013082216271365988 0.0012205326135309698 0.0012201425023101405 0.001021784917656554 0.0010549751335960588 0.0014422669343021385
leaf_count=322 715 729 404 460 225 212 107 736
internal_value=0 0.00127399 0.00324401 0.00802458 -0.00612128 0.00235701 0.00783723 0.0161325
internal_weight=0 0.0102575 0.00913491 0.00604778 0.00308713 0.00473956 0.00351903 0.00249724
internal_count=3910 3195 2466 1919 547 1515 1055 843
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=9
num_cat=0
split_feature=475 151 4 52 42 43 13 0
split_gain=2.05113e-05 2.91393e-05 7.72377e-05 5.09397e-05 7.43887e-05 7.14687e-05 6.66123e-05 3.68984e-05
threshold=-1.0000000180025095e-35 -0.084874999999999992 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.11267999999999999 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.012587522934179468 -0.013170893158397798 -0.021352298770205849 0.024789883372711895 -0.020878927356945961 0.024488498618415254 0.015688022037070423 0.0015730460673508712 -0.02481161410694932
leaf_weight=0.0011682663807601303 0.0012067919874509002 0.0010702670960206139 0.0014174269444245493 0.00106904686604232 0.0016956339003805798 0.0015078233936034547 0.0010452998355331409 0.0010752621574371887
leaf_count=621 285 814 326 498 438 137 91 700
internal_value=0 0.00140904 0.00339028 -0.000673909 0.00270412 0.00754009 -0.000380312 -0.0118057
internal_weight=0 0.0100876 0.00888076 0.00746333 0.00639429 0.00532402 0.00362839 0.00212056
internal_count=3910 3289 3004 2678 2180 1366 928 791
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=8
num_cat=0
split_feature=39 3 4 48 49 51 52
split_gain=2.36153e-05 5.39492e-05 4.99359e-05 4.52987e-05 4.72158e-05 4.7665e-05 9.90528e-05
threshold=0.005105000000000001 0.13772500000000001 -0.23071499999999998 0.087035000000000015 -0.029304999999999998 -0.0084849999999999978 0.048490000000000012
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=-0.025207998420988937 0.010090029021206955 0.016021952487792337 0.018785788790169844 -0.017231345364400224 0.012458234915459887 -0.028022908115543865 0.010755181020204986
leaf_weight=0.001088181468535049 0.0019097928802285441 0.0013939356968706096 0.0013023904223502083 0.0015402455064084481 0.0013118812655723488 0.0014849424365551347 0.0011838626003826721
leaf_count=242 459 204 237 357 543 893 975
internal_value=0 -0.00211784 -0.0053139 -0.0021412 0.00225823 -0.00314921 -0.0108212
internal_weight=0 0.00930544 0.0079115 0.00682332 0.00528308 0.00398069 0.00266881
internal_count=3910 3451 3247 3005 2648 2411 1868
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 49 0 49 47 3
split_gain=0.000174506 0.000105201 0.000134117 9.18713e-05 8.50427e-05 7.58036e-05 0.000104649 5.26517e-05 8.98878e-05 6.22127e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.096614999999999993 -0.03231499999999999 -0.0010999999999999996 -0.006494999999999999 -0.032484999999999993 -0.045004999999999996 0.10589000000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -6 9 -9
right_child=1 2 3 5 7 6 -8 8 -10 -11
leaf_value=-0.00077894003981534188 -0.00054160427885884791 0.00079806856135520795 0.00070412671888262087 -0.00055471067869854759 0.0004694757484163666 0.00032257159743094772 -0.0003197281359374711 5.6826030750641096e-05 0.0004510557036246315 -0.00058422781620603916
leaf_weight=0.0010117009590792292 0.0010077581965618849 0.0010199530299885634 0.0011420009666227166 0.0012544393592282539 0.0011496093641251886 0.0019382838356275071 0.0019629083421200534 0.0012979191552189089 0.0010872491420045559 0.0010552479328630163
leaf_count=612 369 260 269 184 154 1293 120 420 106 123
internal_value=0 6.67005e-05 0.000118182 5.44906e-05 0.000225311 -0.000135427 -6.05382e-07 0.000106181 -1.52132e-05 -0.000230646
internal_weight=0 0.0129154 0.0119076 0.0108877 0.00573203 0.00515563 0.00390119 0.00459003 0.00344042 0.00235317
internal_count=3910 3298 2929 2669 1072 1597 1413 803 649 543
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=9
num_cat=0
split_feature=159 1 42 3 47 2 52 2
split_gain=2.02584e-05 3.41254e-05 3.37418e-05 6.41586e-05 7.05968e-05 4.4391e-05 6.45054e-05 3.26582e-05
threshold=-0.034019999999999988 0.12958500000000003 0.092635000000000009 -0.100615 0.081320000000000017 0.10393500000000001 -0.066329999999999986 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.013609618093767487 0.0031899629694876926 0.01600632087984703 -0.01707064437514676 -0.0073320626424979917 -0.028350341258024471 -0.012667189402980889 0.022076465185009088 0.027759407129245579
leaf_weight=0.0010008214327552152 0.0010388047120073671 0.0013665708070667816 0.0011350201838094898 0.0014192343888441495 0.0010005795576793815 0.0015640400371640661 0.0015719468715467849 0.0011289656499778832
leaf_count=520 175 298 562 440 273 323 1086 233
internal_value=0 0.00129776 -0.000971261 0.00139463 -0.00429851 0.000984612 0.00812292 0.0159856
internal_weight=0 0.0102252 0.00885859 0.00772357 0.0055558 0.00455522 0.00299118 0.00216777
internal_count=3910 3390 3092 2530 2122 1849 1526 408
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=11
num_cat=0
split_feature=484 52 52 15 0 0 2 2 150 12
split_gain=7.92332e-05 4.9269e-05 0.000111648 6.63542e-05 0.00010037 5.7781e-05 0.000107825 0.000120417 5.07122e-05 4.92775e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.091329999999999981 -0.03231499999999999 -0.10943499999999999 -0.11287999999999999 0.087995000000000004 0.10113500000000002 0.081245000000000026 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -5 -7 -8 -4 -6
right_child=1 2 3 5 9 6 7 -9 -10 -11
leaf_value=-0.0005285928648247585 -0.00035524363138168477 0.00064096174885507951 -0.00026659800166739181 0.00021723268174084751 0.000781935933584641 -0.00081393706444683994 0.00043903152963555931 -0.00043402471504319407 0.00025262838888474723 0.00018200205193886053
leaf_weight=0.001020546324574473 0.0011016202667206492 0.0012127543490635722 0.0018513779406521373 0.0011823859197355097 0.0010930972124203759 0.0010394505595926534 0.0010588504875730718 0.001424518580220446 0.0011867952606665162 0.0010153023573731858
leaf_count=627 391 267 250 125 415 910 371 164 137 253
internal_value=0 4.02056e-05 7.95778e-05 1.04714e-05 0.000164335 -0.000157826 -0.000283709 -6.1774e-05 -6.37737e-05 0.000493037
internal_weight=0 0.0121662 0.0110645 0.00985178 0.00514657 0.00470521 0.00352282 0.00248337 0.00303817 0.0021084
internal_count=3910 3283 2892 2625 1055 1570 1445 535 387 668
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=10
num_cat=0
split_feature=484 47 159 2 150 2 42 52 15
split_gain=9.69089e-05 4.81777e-05 7.80203e-05 6.9057e-05 9.80454e-05 8.31745e-05 6.84309e-05 5.78878e-05 0.000135015
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.10113500000000002 0.090480000000000019 0.092175000000000021 0.08401500000000002 0.10433000000000002 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.00057987723799217709 -0.00022749809690434351 0.0003345929184835867 0.00039091173382352595 1.2527210847352397e-05 -0.00047382452744532138 0.0006200458576160441 0.00040059929436655068 8.0657512591061282e-05 -0.00095205025191884578
leaf_weight=0.0010238586359522109 0.0017481838585657291 0.0019045499645329441 0.0016010613018312076 0.0010887689238259434 0.0010497347063239855 0.0012469549086674071 0.0010782116575534177 0.0010273567553305126 0.0011442690574383246
leaf_count=627 773 213 502 320 188 299 642 144 202
internal_value=0 4.88032e-05 -5.71115e-06 -8.14574e-05 6.05107e-05 0.000198213 1.21081e-05 -0.000304533 -0.000481748
internal_weight=0 0.0118891 0.00998454 0.00838348 0.00512309 0.00407335 0.0028264 0.00326039 0.00223304
internal_count=3910 3283 3070 2568 1902 1714 1415 666 522
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 2 4 15 13
split_gain=0.00019003 5.82937e-05 7.67083e-05 6.41953e-05 0.000105319 7.65417e-05 0.000122836 0.000108122 0.000126294 0.000102307
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.16369999999999998 0.10898500000000001 -0.0088999999999999982 0.090050000000000005 0.24280000000000004 -0.075094999999999981 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -10
right_child=1 -3 -4 4 -6 7 -8 -9 9 -11
leaf_value=-0.00082124461562150294 0.0005334728849441014 0.00049367903716507615 -0.00048110625247422699 0.00029193909396149853 -0.00054696154119705863 -0.00053733720841200991 -0.00062551489306126131 0.00070422820914631343 0.00054172756845114443 -0.00012011081074693207
leaf_weight=0.0010233048718300526 0.001027451069599645 0.0010769154419574154 0.0010788122104572881 0.0010195833279292581 0.001120153387445348 0.0010275649656470874 0.0012476425054223288 0.0013254508152491084 0.0019794089735499713 0.0016435980718396948
leaf_count=612 179 216 117 230 473 311 216 191 958 407
internal_value=0 5.75024e-05 1.65487e-05 6.82168e-05 1.71641e-05 9.38216e-05 -0.000212931 0.0002102 6.93974e-05 0.000241481
internal_weight=0 0.0125466 0.0114697 0.0103909 0.0093634 0.00824325 0.00226723 0.00597602 0.00465057 0.00362301
internal_count=3910 3298 3082 2965 2786 2313 446 1867 1676 1365
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=9
num_cat=0
split_feature=1 4 151 4 51 15 1 51
split_gain=2.42233e-05 5.09808e-05 3.14575e-05 6.42365e-05 4.64619e-05 5.92982e-05 3.69757e-05 3.01959e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 0.091630000000000003 -0.064869999999999983 0.11235500000000002 -0.09021499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5 -7
right_child=2 -3 3 6 -6 7 -8 -9
leaf_value=0.0037699026822407724 0.019375271968972894 -0.021017115905110142 -0.030075754721015969 0.00035886774261163486 0.011279381510958036 0.0095302522636770536 0.025128998011980465 -0.014077582594000241
leaf_weight=0.0018844657827662631 0.0010197192224697844 0.0014825839105529961 0.0012110573006771214 0.0011211601369542222 0.0011038068004070238 0.001067667584849219 0.0013030562121406218 0.0010999996666160184
leaf_count=422 194 1586 252 108 232 199 316 601
internal_value=0 -0.00714435 0.00297999 0.000559373 -0.00653278 -0.0123519 0.0136732 -0.00244973
internal_weight=0 0.00336705 0.00792647 0.00690675 0.00448253 0.00337872 0.00242422 0.00216767
internal_count=3910 2008 1902 1708 1284 1052 424 800
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=10
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15
split_gain=0.000118621 5.26236e-05 9.36809e-05 6.51717e-05 0.000103067 0.000114044 8.6365e-05 0.000144254 0.000108337
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 0.11203000000000002 0.097940000000000013 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00064078917565060767 0.00050330722969858127 0.00047546935916491332 -0.000549571205700779 -0.00027796337798924244 -0.00040335832999847368 -0.00026337251426769136 -0.00018880931857648378 0.0010627962698098747 0.0005305374953810299
leaf_weight=0.0010505504868493455 0.0011579477132776647 0.0010067608014697636 0.0010507779389147759 0.0019753728747466696 0.0018433838175852856 0.0011544063504021289 0.0011482845699484915 0.0010002887035752347 0.0015456083833348395
leaf_count=627 198 216 116 436 971 253 217 226 650
internal_value=0 4.6592e-05 6.89231e-06 6.6404e-05 8.03418e-06 0.000119165 0.00028096 0.00042674 0.000191097
internal_weight=0 0.0118828 0.0108761 0.00982529 0.00866734 0.00682396 0.00484859 0.0037003 0.00270001
internal_count=3910 3283 3067 2951 2753 1782 1346 1129 903
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=10
num_cat=0
split_feature=160 1 49 52 0 52 15 15 2
split_gain=2.19868e-05 6.81863e-05 4.38789e-05 5.57428e-05 9.15377e-05 4.93293e-05 8.13446e-05 4.37712e-05 7.67639e-06
threshold=-1.0000000180025095e-35 0.090540000000000023 -0.081419999999999979 0.11110500000000002 0.10302000000000001 -0.080899999999999986 -0.095799999999999982 1.0000000180025095e-35 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 8 -8 -7
right_child=2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.027252191226595165 0.017735826346883407 0.0062052909731863636 -0.01699362229864201 0.020801956340462294 -0.031766344962484663 -0.00187769388274854 0.034786558522883794 0.0054722243674060877 -0.014212780169853695
leaf_weight=0.001079065483070912 0.0015227621950001284 0.0013986878129260043 0.0011916239641525895 0.0010159469400905733 0.0010259364193913462 0.0010032082693124879 0.0010267400661660214 0.0010108388805378943 0.0010149118062138932
leaf_count=845 224 373 561 192 135 111 243 950 276
internal_value=0 -0.0083655 0.00229696 -0.000928321 -0.00444751 0.00089376 0.00614934 0.0202438 -0.008081
internal_weight=0 0.00247775 0.00881197 0.00728921 0.00627326 0.00524732 0.0040557 0.00203758 0.00201812
internal_count=3910 1218 2692 2468 2276 2141 1580 1193 387
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=12
num_cat=0
split_feature=484 474 484 133 42 151 2 15 15 2 0
split_gain=0.000149872 4.77793e-05 6.15927e-05 0.000111036 7.6853e-05 9.82109e-05 8.84027e-05 0.00028116 0.00020788 7.91103e-05 7.53621e-05
threshold=-0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 -0.0023199999999999996 -0.089024999999999979 -0.084084999999999979 0.10113500000000002 -0.074174999999999977 -0.095799999999999982 0.086875000000000022 0.059810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7 -10 -9
right_child=1 -3 -4 4 5 6 7 10 9 -11 -12
leaf_value=-0.00073479040427291129 -0.00055119070884647567 0.00045471215612306204 -0.00043871943361810687 -0.00038380908530711704 -0.00038788851123751155 -0.00025118556378267377 0.00085443943888815935 -0.00076218290926019299 0.00039696995904658575 0.0010243535386008479 -1.4942227472208909e-05
leaf_weight=0.0010101019447802144 0.0010308268662179336 0.0010311110120883879 0.0010493765327447046 0.001011362740752462 0.0010010193411160847 0.0011781616828309815 0.0010263645631728669 0.0010704629934905783 0.0015161507951389709 0.0015759152652715825 0.0010071067863297173
leaf_count=612 839 318 419 196 166 169 189 206 408 303 85
internal_value=0 5.04161e-05 1.40611e-05 5.96712e-05 0.000126756 0.00018841 0.000266641 1.48294e-05 0.000449677 0.000716725 -0.000399956
internal_weight=0 0.0124979 0.0114667 0.0104174 0.00938654 0.00837518 0.00737416 0.00310393 0.00427023 0.00309207 0.00207757
internal_count=3910 3298 2980 2561 1722 1526 1360 480 880 711 291
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=12
num_cat=0
split_feature=484 41 157 12 2 1 48 13 15 3 0
split_gain=0.000177674 5.89006e-05 6.67508e-05 7.74419e-05 7.68206e-05 0.00010891 8.57791e-05 7.19613e-05 8.42446e-05 9.34378e-05 3.81869e-05
threshold=-0.0043499999999999988 0.078150000000000011 -0.072409999999999988 0.11655500000000001 0.11203000000000002 0.11235500000000002 0.088875000000000023 -0.10241499999999999 -0.094924999999999995 -0.075679999999999983 -0.066084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -9 -10 -11
right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.00079667011320605117 0.00055920112630264722 -0.00039586103543738736 0.00055746541658766914 -0.00043383994456625783 -0.00064832033291884058 0.000244676432724305 0.00065559350445561551 0.00047992917179076502 -0.00055085865239031646 -0.0001749210556980457 0.0003498686933822393
leaf_weight=0.0010130285680433329 0.0010906487068115074 0.0010110756064493657 0.0010814906459407801 0.0011357154453682248 0.0010928776441027704 0.0010106638561100474 0.001332924126263119 0.0010584716606444186 0.0013707548624092435 0.0010003529957148441 0.001141293887417364
leaf_count=612 392 183 108 133 196 236 239 230 1227 241 113
internal_value=0 5.7572e-05 9.80888e-05 4.89021e-05 0.000109224 -0.000219273 0.000208147 0.000102632 -4.98385e-06 -0.000151114 0.000104742
internal_weight=0 0.0123263 0.0113152 0.0102245 0.00908883 0.00210354 0.00698529 0.00565236 0.00457087 0.0035124 0.00214165
internal_count=3910 3298 3115 2723 2590 432 2158 1919 1811 1581 354
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=12
num_cat=0
split_feature=484 52 52 12 13 16 12 4 15 16 1
split_gain=0.000140425 6.5351e-05 0.000112189 8.10214e-05 9.48356e-05 7.83766e-05 0.000100925 0.000124734 0.000135248 0.000112593 7.77313e-05
threshold=-0.0043499999999999988 -0.37613999999999997 -0.091329999999999981 0.11655500000000001 0.10924000000000002 0.050115000000000007 0.090965000000000018 -0.00072999999999999985 -0.12259499999999998 -0.094359999999999986 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 10 -9 -10 -4
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00070977491896263964 -0.00042922962689138819 0.00060856101340603407 0.00018230799541617564 -0.00046871722400949043 0.00059769871720507562 -0.0004271357539864124 -0.00044791967803407893 0.00050959065821629926 -0.00075576616958819814 0.00012073048614991819 0.00092806016231208573
leaf_weight=0.0010040691121950334 0.0010011206214912997 0.0014243729184014427 0.0010336634862623839 0.0011514136502043569 0.0011972987884213042 0.0013376810620292865 0.0011070495164954355 0.0011662705819235394 0.0011152574924008494 0.0011388721503706859 0.0011191792616574337
leaf_count=612 369 295 721 111 159 175 587 263 182 146 290
internal_value=0 5.17392e-05 9.25759e-05 2.168e-05 8.29533e-05 6.088e-06 9.2838e-05 0.000200252 -3.24689e-05 -0.000312927 0.000569996
internal_weight=0 0.0127922 0.0117911 0.0103667 0.00921527 0.00801797 0.00668029 0.00557324 0.0034204 0.00225413 0.00215284
internal_count=3910 3298 2929 2634 2523 2364 2189 1602 591 328 1011
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=10
num_cat=0
split_feature=484 41 150 3 1 2 2 0 3
split_gain=0.000107363 5.79073e-05 9.33702e-05 0.000100535 7.09319e-05 0.000253568 0.000124305 7.34397e-05 4.83612e-05
threshold=-1.0000000180025095e-35 0.078150000000000011 0.11398500000000002 -0.12008499999999998 0.10521500000000002 0.10362500000000001 0.093815000000000009 -0.10131499999999999 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -6
right_child=1 -3 -4 4 8 -7 -8 -9 -10
leaf_value=-0.00060229081728413925 0.00059451671029161503 -0.00040061814287383293 -0.00045088994097076311 0.00023408933408547276 0.00048078197784134539 -0.0009460931327050509 0.00067002576858646355 -0.00038748499517263777 2.5885882648576519e-05
leaf_weight=0.0010786814594303069 0.0015907482259897117 0.0010403443937282647 0.0011371274893361661 0.0014246134816587846 0.0019339936249855572 0.0010551931395014506 0.0011761305420508565 0.0015006014084296417 0.0016782319831988573
leaf_count=627 236 181 143 148 353 301 293 1427 201
internal_value=0 4.23747e-05 8.24617e-05 0.000141006 5.8734e-05 -8.88672e-05 0.00013168 -8.47711e-05 0.000269438
internal_weight=0 0.012537 0.0114966 0.0103595 0.00876876 0.00515654 0.00410135 0.00292521 0.00361223
internal_count=3910 3283 3102 2959 2723 2169 1868 1575 554
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=11
num_cat=0
split_feature=484 1 51 12 160 15 2 2 16 16
split_gain=0.000135239 4.9592e-05 8.07601e-05 7.39302e-05 4.32066e-05 4.81183e-05 0.000104633 0.00010849 0.000105817 6.64505e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 -0.079684999999999992 -0.14487999999999998 0.10113500000000002 0.091985000000000011 -0.13863999999999996 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -8 -7
right_child=1 -3 3 -5 5 6 8 -9 -10 -11
leaf_value=-0.00067311818364727241 0.00048666466809178273 0.00046528744465726911 -0.00031605811551236918 -0.00050113595221766246 0.00045946900222193477 0.00020267898236500683 -0.00077504465739042195 0.0006739691439987931 7.9339038226758436e-05 -0.00041212550908892537
leaf_weight=0.0010768920936541854 0.0012369792049609562 0.0010213403412900031 0.0012746881060046317 0.0011992979823139275 0.0010698319798667288 0.0019288766735681591 0.0010770705638597222 0.001259676777934482 0.0011549427734475169 0.0010405093443521
leaf_count=627 367 216 515 188 214 913 121 212 237 300
internal_value=0 5.16046e-05 1.40209e-05 -4.44155e-05 1.77886e-05 7.42958e-05 1.05184e-05 0.000191793 -0.000332949 -1.27561e-05
internal_weight=0 0.0122632 0.0112419 0.0100049 0.0088056 0.00753091 0.00646108 0.00422906 0.00223201 0.00296939
internal_count=3910 3283 3067 2700 2512 1997 1783 1425 358 1213
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 2 2 15 4
split_gain=7.2787e-05 5.93015e-05 0.000106331 6.97836e-05 0.000114189 0.000119491 7.90179e-05 0.000172217 0.000121461 5.61164e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 0.11203000000000002 0.097940000000000013 -0.064869999999999983 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 8 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00049502462115666847 0.00050676633621760873 0.00048461288540710705 -0.00059255668962728317 4.2140998215493913e-05 -0.00042603193989969947 -0.0003173992873147743 -0.00016489411713420239 0.001090106973598593 0.00051082289322406792 -0.00060613158138447224
leaf_weight=0.0010814817397122997 0.0011695736839518961 0.0010354367881498716 0.0010738837941064215 0.0010150083665939153 0.0019232165000683836 0.0011867610090031309 0.001193816613217622 0.0010484816648966902 0.0015967172176173188 0.0010387619856059294
leaf_count=627 198 216 116 308 971 253 217 226 650 128
internal_value=0 3.55824e-05 -5.75968e-06 5.61879e-05 -2.34797e-06 0.000112749 0.000275593 0.000412823 0.000157703 -0.000285744
internal_weight=0 0.0122817 0.0112462 0.0101723 0.00900276 0.00707955 0.00502578 0.00383196 0.00278348 0.00205377
internal_count=3910 3283 3067 2951 2753 1782 1346 1129 903 436
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=8
num_cat=0
split_feature=39 13 2 0 3 43 4
split_gain=2.20008e-05 5.05898e-05 5.28342e-05 7.09548e-05 4.70298e-05 7.51026e-05 6.88206e-06
threshold=0.005105000000000001 -0.26418499999999995 0.11230000000000001 -0.23029999999999998 -0.074234999999999982 -0.079109999999999986 0.27608500000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.017568283353543053 0.0095844977370594976 0.024077793216640025 -0.024514072548736755 -0.014111912518942577 -0.019061402301731249 0.014581014372462078 -0.01293367427294388
leaf_weight=0.0011538627721886718 0.0019568734232187331 0.0010085786559545012 0.0010227157926950533 0.0016878520843432092 0.0016191926131265567 0.0019851376309388256 0.0010300375010395685
leaf_count=161 459 99 265 946 526 1321 133
internal_value=0 -0.00205892 -0.00477001 -0.000230644 -0.00486332 0.00139573 -0.0187032
internal_weight=0 0.00950738 0.00835351 0.00630076 0.00529218 0.00367299 0.00205275
internal_count=3910 3451 3290 2892 2793 2267 398
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=9
num_cat=0
split_feature=11 43 2 4 1 43 3 0
split_gain=2.05286e-05 4.52249e-05 6.61955e-05 4.20275e-05 6.23935e-05 5.88005e-05 3.54651e-05 3.01755e-05
threshold=0.079700000000000007 -0.044024999999999988 0.093815000000000009 0.40812500000000007 0.095575000000000007 0.0033500000000000005 -0.074234999999999982 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1 -6
right_child=-2 3 -4 -5 7 -7 -8 -9
leaf_value=0.010128797429842176 -0.013435381406455858 -0.020179508052058117 0.027690537443272489 -0.02097518809773842 0.0015923460427411191 0.0065259486129794963 -0.014174555519612789 0.025935050459479293
leaf_weight=0.0014706337250960525 0.0010434899509715644 0.00187578563652795 0.0013535382760143703 0.0011671314245139779 0.0010190948159675139 0.0014710766312526307 0.0010147439351873449 0.0010178417829594406
leaf_count=941 254 852 570 187 111 527 256 212
internal_value=0 0.00127816 0.00989665 -0.00377237 -4.30423e-05 -0.00844142 0.000206088 0.0137562
internal_weight=0 0.0103898 0.00383892 0.00655093 0.0053838 0.00334686 0.00248538 0.00203694
internal_count=3910 3656 1767 1889 1702 1379 1197 323
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=12
num_cat=0
split_feature=484 52 52 474 160 12 43 151 52 2 3
split_gain=0.00021621 0.000108517 0.000146758 9.84097e-05 0.000105372 0.000128786 9.01845e-05 9.1455e-05 8.85597e-05 7.99827e-05 3.40202e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 0.084145000000000011 -0.080734999999999987 0.11655500000000001 -0.15109999999999998 -0.0088999999999999982 0.084240000000000023 0.087995000000000004 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 9 -9 -11
right_child=1 2 3 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00086046410809516576 -0.00054989568288859323 0.0008230694918067358 -0.00057271111841849631 0.00062507257109650413 0.00066575632192796398 -0.00054000173710254547 -0.00031488413253504552 2.7374197251625548e-05 -0.00019913750452936244 0.00086613525063059958 0.00036157590530886281
leaf_weight=0.0010738326573571317 0.0010558279836630881 0.001005432482868219 0.0011575581786513094 0.001013532291837674 0.0011014012725066857 0.0012165444389491071 0.0018266842586776152 0.0015496740358812988 0.0015310889409980476 0.0010418593586372677 0.0010136249236134306
leaf_count=612 379 250 516 243 151 83 245 479 620 253 79
internal_value=0 5.36572e-05 0.000104811 4.17515e-05 -1.48867e-05 5.4688e-05 0.0001444 6.19313e-05 0.000195944 0.000363733 0.000617321
internal_weight=0 0.0135132 0.0124574 0.011452 0.0104384 0.00928088 0.00806433 0.00696293 0.00513625 0.00360516 0.00205548
internal_count=3910 3298 2919 2669 2426 1910 1827 1676 1431 811 332
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=9
num_cat=0
split_feature=12 4 3 0 2 1 0 16
split_gain=2.28327e-05 7.15366e-05 6.74889e-05 9.30526e-05 4.57747e-05 5.89701e-05 5.57785e-05 1.48967e-05
threshold=0.051320000000000005 0.15045000000000003 -0.074234999999999982 -0.06402999999999999 0.083795000000000022 0.088010000000000019 -0.15007499999999999 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.017785834292580179 -0.025011137976086284 0.010781062001830358 -0.03415758058742023 0.01515426956861232 -0.020235427137159728 -0.012811894116091667 0.023102186884901336 0.0041895752326851611
leaf_weight=0.0017431352334704078 0.0010980109549389278 0.0018738078140592231 0.0010832107149035511 0.0012151117427761098 0.0012035572538713797 0.0010188517598715002 0.0011729846237799784 0.0010428990370991986
leaf_count=265 1974 241 413 231 226 134 365 61
internal_value=0 -0.00490435 -0.0135582 -0.00391176 0.00405457 -0.00133838 0.0056927 -0.00421201
internal_weight=0 0.00527014 0.00339633 0.00231312 0.00618143 0.00443829 0.00323474 0.00206175
internal_count=3910 2859 2618 2205 1051 786 560 195
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=12
num_cat=0
split_feature=14 484 157 0 3 12 13 3 3 42 52
split_gain=0.000185171 0.000169625 0.000153258 8.10658e-05 0.00013331 0.000178503 9.48986e-05 0.000109434 0.00011241 8.85154e-05 8.67603e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.18055000000000002 -0.10628499999999998 0.10058500000000002 -0.092039999999999983 0.11265500000000002 -1.0000000180025095e-35 0.088345000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 -8 -10
right_child=-2 2 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=-0.00069745777035163672 -0.00081344035466982022 0.00080505951386834079 0.00045452964716490702 0.00055704484745735389 0.00044631128505671133 -0.00088537196988536595 -0.00057966348311722408 -0.00057552982730271253 -1.3451787450228466e-05 0.00018045989826555764 0.0007768224455264696
leaf_weight=0.0010651745122227949 0.0010157612410266305 0.0011339889043716729 0.0019807431193212413 0.0010959605182340728 0.0014397294894486854 0.0010071119871405644 0.0013738708606499965 0.0014877955487493932 0.0011184199656881916 0.0010309896926313214 0.0010223066752797004
leaf_count=583 153 389 273 43 336 322 971 98 106 538 98
internal_value=0 5.41014e-05 0.000117181 4.96853e-05 -3.46908e-06 -0.000110445 -6.01191e-06 -0.000113949 3.71295e-05 -0.00025379 0.000363945
internal_weight=0 0.0137561 0.0126909 0.0115569 0.010461 0.00848022 0.00747311 0.00603338 0.00454559 0.00240486 0.00214073
internal_count=3910 3757 3174 2785 2742 2469 2147 1811 1713 1509 204
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=8
num_cat=0
split_feature=50 131 12 4 0 4 16
split_gain=2.1875e-05 3.36367e-05 6.63303e-05 6.64151e-05 7.02355e-05 4.51975e-05 9.89772e-05
threshold=0.086465000000000014 0.086210000000000023 -0.036459999999999992 -0.23071499999999998 -0.070894999999999986 0.0057500000000000008 -0.094359999999999986
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=-0.018263078925201258 -0.013862139951071495 -0.016071807108799113 -0.01248244410864692 -0.0079169105160059455 0.02800156026448072 -0.0015746764573991226 0.035541930470003015
leaf_weight=0.0012516691791369652 0.0010447470297510692 0.0010052365044581337 0.0015089376834602052 0.0018110560185494763 0.0017427606478226934 0.0019693219617667166 0.0011311071188130632
leaf_count=357 715 500 217 1272 390 319 140
internal_value=0 0.00131594 0.00317245 0.00645918 0.0107544 0.00463459 0.0119663
internal_weight=0 0.0104201 0.00941485 0.00816318 0.00665425 0.00491149 0.00310043
internal_count=3910 3195 2695 2338 2121 1731 459
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=11
num_cat=0
split_feature=14 484 157 132 16 13 16 0 151 1
split_gain=0.000272843 0.000156976 0.000155183 8.93385e-05 8.00249e-05 0.000111697 0.000175386 0.000216386 9.35648e-05 0.000134977
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 0.079995000000000011 -0.072804999999999981 -0.091849999999999987 0.22945500000000005 -0.087614999999999985 -0.0088999999999999982 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 -7 -4 -10
right_child=-2 2 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00067485808142542984 -0.00098970620753665401 0.00081755243242241356 -0.00027548452860813279 0.00059507050022119189 0.00036307434893906521 -4.9328930176181278e-05 0.00019829094430024119 -0.0012253240663601173 -5.8722943744097164e-05 0.00068003839564816917
leaf_weight=0.0010154099854145929 0.0010116994848529655 0.0011365762749696419 0.0013289137135239549 0.0010742408976649144 0.0011444987170887984 0.001158607047513019 0.0014764730601954617 0.0012511786444778989 0.001813103940744706 0.0019993885855996026
leaf_count=583 147 389 165 276 76 168 310 528 999 269
internal_value=0 6.63031e-05 0.000127079 5.72984e-05 5.06505e-07 -0.00017531 -0.000333864 -0.000659914 0.000172539 0.000328706
internal_weight=0 0.0133984 0.012383 0.0112464 0.0101722 0.00503076 0.00388626 0.00240979 0.00514141 0.00381249
internal_count=3910 3763 3180 2791 2515 1082 1006 696 1433 1268
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=10
num_cat=0
split_feature=484 4 4 1 0 4 4 12 2
split_gain=0.000173762 6.19703e-05 6.59366e-05 9.36546e-05 9.94521e-05 7.82942e-05 8.58834e-05 7.49969e-05 9.87321e-05
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 -0.00072999999999999985 0.044585000000000007 0.10333000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 8 -8
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=-0.00078188285906424825 -0.00038457368175791768 0.00043227820190127919 -0.0007367835642803145 0.00049782433145191811 6.9977083061738989e-05 -0.00045243890792545562 -0.00037610817211219797 0.00054959004389229841 0.00028092106208527643
leaf_weight=0.0010519651700160266 0.0011681354158461698 0.0018193247091388099 0.0011255544245339548 0.0017347214247848356 0.0012288503176450319 0.0011674254471293957 0.0015580066169130413 0.0012686996496636405 0.0020186010572835061
leaf_count=612 152 182 818 644 777 155 190 85 295
internal_value=0 4.64251e-05 8.86579e-05 2.67725e-05 -0.000315706 0.00013085 2.49744e-05 0.000140002 -5.28754e-06
internal_weight=0 0.0130893 0.0119212 0.0101019 0.0023544 0.00774745 0.00601273 0.00484531 0.00357661
internal_count=3910 3298 3146 2964 1595 1369 725 570 485
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=9
num_cat=0
split_feature=124 2 3 2 15 15 52 43
split_gain=2.16029e-05 2.82345e-05 3.69458e-05 5.10679e-05 5.87111e-05 5.62949e-05 7.30166e-05 7.54749e-05
threshold=-0.048219999999999992 0.11542500000000001 0.12991000000000003 0.094010000000000024 -0.0058549999999999991 -0.10192499999999999 -0.087094999999999992 -1.0000000180025095e-35
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=0.012924797411671657 -0.021398961494617459 0.0096134256268499974 0.012943391926444793 -0.0040071055713240007 -0.036826980838178917 -0.015544041583928969 -0.0084997251062683705 0.025533125221300381
leaf_weight=0.0011503083652550433 0.0010842859233171648 0.0018677761177480186 0.0011217783621319186 0.001166509785602915 0.0010231302350182014 0.0012846235091881438 0.0010212358940116639 0.0018005342519775325
leaf_count=319 248 487 81 390 326 384 1202 473
internal_value=0 -0.00151936 -0.00396506 -0.00653507 -0.0193425 -0.00113237 0.00421898 0.0132162
internal_weight=0 0.0103699 0.0085021 0.00738032 0.00218964 0.00519068 0.00410639 0.00282177
internal_count=3910 3591 3104 3023 716 2307 2059 1675
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=9
num_cat=0
split_feature=14 2 4 49 150 15 42 47
split_gain=2.30272e-05 5.85448e-05 5.59095e-05 4.00109e-05 3.41373e-05 4.76928e-05 0.000146356 6.43871e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -0.34687499999999999 -0.006494999999999999 0.086420000000000011 0.079360000000000014 0.083815000000000014 0.077065000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -4
right_child=1 3 4 -5 -6 -7 -8 -9
leaf_value=-0.013644641446710829 -0.023030446765010988 -0.00022557805181316263 0.033216757007720296 0.025210893630536763 -0.013811505022959704 -0.014584097666862545 -0.018345196543842396 0.0026108463239638618
leaf_weight=0.0011271181526962678 0.0011709125894380076 0.0010619148256652282 0.0018043865361899096 0.0014806069164760836 0.0013075027038562262 0.0010766914052970479 0.0013425787742377252 0.001110341158360853
leaf_count=196 208 173 474 464 274 1289 666 166
internal_value=0 0.00140658 -0.00288296 0.014587 0.000669092 0.00421867 0.00897397 0.0215577
internal_weight=0 0.0103549 0.00781241 0.00254252 0.0066415 0.005334 0.00425731 0.00291473
internal_count=3910 3714 3077 637 2869 2595 1306 640
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=8
num_cat=0
split_feature=159 43 47 42 3 2 2
split_gain=2.11172e-05 3.27741e-05 5.53441e-05 7.4061e-05 7.41121e-05 0.000104984 6.83309e-05
threshold=-0.034019999999999988 -0.18906999999999999 0.10561500000000001 0.085775000000000004 0.11818000000000002 0.099370000000000014 0.084235000000000018
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=-0.013796931228211609 0.014811733005479943 0.012435728560974777 0.019225493165702375 -0.027118096505479888 -0.017228311696326035 0.033189792926633731 -0.015108625201481067
leaf_weight=0.001019556067251833 0.0015279511242983655 0.0017520876596696286 0.0011699278050137764 0.0011847681721562685 0.001798161726972676 0.0011316256777080063 0.0018533189728791805
leaf_count=520 236 448 214 1055 211 405 821
internal_value=0 0.0012826 -0.00104272 -0.00411429 5.60834e-05 0.00661718 -0.00172314
internal_weight=0 0.0104178 0.00888989 0.00771996 0.00653519 0.00473703 0.00360541
internal_count=3910 3390 3154 2940 1885 1674 1269
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=11
num_cat=0
split_feature=484 474 160 133 13 2 52 3 16 0
split_gain=0.000194505 5.1065e-05 8.6556e-05 0.00013172 7.81096e-05 0.000151831 6.44545e-05 7.67878e-05 7.7835e-05 8.56126e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0023199999999999996 -0.083514999999999992 0.10393500000000001 -0.081429999999999989 -0.13309499999999996 -0.072804999999999981 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -8 9 -9
right_child=1 -3 3 4 6 -7 7 8 -10 -11
leaf_value=-0.00083054820073317104 -0.00046561222482916376 0.00048291678768265067 -0.00056404427608942203 0.00078517535597600566 0.0003759760465539729 -9.7351593220445595e-05 -0.00056050088453041312 -0.00010909215227878715 -0.00034068712812835406 0.00063320290204078985
leaf_weight=0.0010136613457169359 0.001234810524020598 0.0010192716107060304 0.0010824797456846736 0.0017836457196193402 0.0015744142759247341 0.001292663861466827 0.0010130948492241844 0.0012068576404189782 0.0012810518655868666 0.0011828677433250476
leaf_count=612 556 318 820 231 421 149 75 94 235 399
internal_value=0 6.20579e-05 2.52425e-05 8.3427e-05 0.000158511 0.000414338 3.27566e-05 -8.26115e-05 4.92808e-05 0.00025833
internal_weight=0 0.0126712 0.0116519 0.0104171 0.0093346 0.00307631 0.00625829 0.00468387 0.00367078 0.00238973
internal_count=3910 3298 2980 2424 1604 380 1224 803 728 493
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=8
num_cat=0
split_feature=47 43 16 52 2 3 4
split_gain=2.27536e-05 5.73747e-05 7.48983e-05 6.1228e-05 5.67828e-05 8.77984e-05 4.57659e-05
threshold=0.11926500000000002 -0.18906999999999999 0.15100500000000003 0.098910000000000012 0.089910000000000004 0.088060000000000013 0.05309500000000001
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=0.021479601594660318 -0.014173008414489794 -0.012782196402481585 -0.020086962466961705 -0.018278310510121364 0.034915007302778224 0.0019883811861465595 0.013038426991000586
leaf_weight=0.0012463952158401946 0.0010383847178831078 0.0018569730556702248 0.0017360804860379617 0.00114482734586156 0.001397227668039963 0.0019263040431066515 0.0010890158007896111
leaf_count=251 145 1360 523 667 592 201 171
internal_value=0 0.0013515 -0.00139019 0.00298769 0.00687091 0.0158309 -0.00323733
internal_weight=0 0.0103968 0.00915043 0.00741435 0.00626952 0.00332353 0.00294599
internal_count=3910 3765 3514 2991 2324 793 1531
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=9
num_cat=0
split_feature=11 43 15 0 13 3 52 4
split_gain=2.19913e-05 4.57649e-05 5.63186e-05 0.00010866 4.45065e-05 7.98292e-05 9.29532e-05 5.40391e-05
threshold=0.079700000000000007 -0.044024999999999988 -0.053579999999999996 -0.017269999999999997 -0.10939499999999998 -0.032959999999999996 -0.07125999999999999 0.080255000000000007
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=0.024603003679053482 -0.013950267821333448 0.0089754333488642583 -0.019766169322947891 0.024237700432202497 -0.033987187940461475 -0.026824128621067447 0.020509014860231465 -0.0093082111711661249
leaf_weight=0.0015649704331338957 0.0010348988511165698 0.0019328009856218742 0.0012527953431883351 0.0010164558345453763 0.0010072493198434161 0.0010695850883463247 0.0014923162509946036 0.0010255058749804487
leaf_count=823 254 288 829 115 1146 159 157 139
internal_value=0 0.00133765 0.010009 -5.57069e-05 -0.00375586 -0.00911144 -0.00212699 0.0083645
internal_weight=0 0.0103617 0.00383422 0.00226925 0.00652746 0.00459466 0.00358741 0.00251782
internal_count=3910 3656 1767 944 1889 1601 455 296
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=8
num_cat=0
split_feature=47 43 16 52 2 3 4
split_gain=2.02287e-05 4.3049e-05 6.75705e-05 5.11831e-05 4.79432e-05 7.24391e-05 3.98444e-05
threshold=0.11926500000000002 -0.18906999999999999 0.15100500000000003 0.098910000000000012 0.089910000000000004 0.088060000000000013 0.05309500000000001
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=0.018806657071286752 -0.013454423347197198 -0.011567201347318345 -0.018891153932701549 -0.016458408816779482 0.032417520620893335 0.0023588991462628393 0.01260052221293771
leaf_weight=0.0012342716715990016 0.0010237546337776545 0.0018518665067639387 0.0017282393048647171 0.0011341479515983256 0.0013767393060775662 0.0019196487354677565 0.0010800278597765936
leaf_count=251 145 1360 523 667 592 201 171
internal_value=0 0.00128277 -0.00109651 0.00308057 0.00663855 0.0149129 -0.00266449
internal_weight=0 0.0103249 0.00909067 0.00736243 0.00622828 0.00329639 0.00293189
internal_count=3910 3765 3514 2991 2324 793 1531
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=12
num_cat=0
split_feature=484 474 52 2 160 52 0 4 4 2 3
split_gain=0.000168811 7.52958e-05 8.31591e-05 9.32533e-05 8.28381e-05 8.54861e-05 0.000105512 0.000117499 0.000128214 0.000105247 4.64421e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.10701500000000001 0.12500000000000003 -0.05171499999999999 0.05309500000000001 0.10869000000000002 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6 -9 10 -10
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00077413407561905572 3.9182970367687875e-06 0.00054332865463049189 -0.00057465540237489044 0.0007341257514365166 0.00052192708253964791 0.00047227510702281317 -0.00065806646037886417 -0.00068139800834488213 4.3555586491756804e-05 -0.00039131352334188942 0.0006339880735981375
leaf_weight=0.0010353257888865994 0.001653905814287801 0.0010835329779976142 0.0011638147600626482 0.0011330572266034242 0.0013159077691095537 0.0011813843527893192 0.0010911175917089483 0.001238691638836123 0.0010497525672614194 0.0012440241717550228 0.0010002037937539535
leaf_count=612 300 318 547 360 898 170 48 203 82 189 183
internal_value=0 4.81872e-05 3.74485e-06 0.000300789 -8.54161e-05 -1.53043e-05 -9.83077e-05 6.12153e-06 -0.000143625 5.86028e-05 0.000331636
internal_weight=0 0.0131554 0.0120719 0.00278696 0.0092849 0.00812108 0.0069397 0.00584858 0.00453267 0.00329398 0.00204996
internal_count=3910 3298 2980 660 2320 1773 1603 1555 657 454 265
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 15
split_gain=2.04768e-05 3.49645e-05 9.14909e-05 6.37381e-05 8.7655e-05 6.83753e-05 4.13334e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.10071499999999999
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=-0.0034781685795425895 -0.013471296396885333 -0.0089239792286945965 0.025444080142549081 0.0084072900066413572 0.027741201746220773 -0.021554005374916411 -0.02785555110230957
leaf_weight=0.0015703481343590797 0.0010335569754464638 0.0013988705884646622 0.0017356445503723024 0.0018689180564018094 0.0012221633626510278 0.0012856749408503012 0.0012485740481992357
leaf_count=369 254 115 604 1034 87 737 710
internal_value=0 0.00129156 0.0101063 -0.00254824 0.00500493 -0.00380363 -0.0142755
internal_weight=0 0.0103302 0.00313452 0.00719568 0.00437676 0.00315459 0.00281892
internal_count=3910 3656 719 2937 1858 1771 1079
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 151 2
split_gain=1.99927e-05 6.73106e-05 3.56035e-05 8.67348e-05 9.54144e-05 6.41544e-05 7.80666e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 -0.072409999999999988 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0059695530220825674 0.020255413383695867 -0.022659267240510789 -0.010752574711768888 -0.035663429622613325 0.0035814501706012431 0.0010915167033904098 0.032186775942896692
leaf_weight=0.0018786919581914915 0.0010062979808251613 0.0014590717497109914 0.0012562718737347163 0.0011679413311065437 0.0013193069267965971 0.0016986290714027725 0.0015387761092960043
leaf_count=408 267 1584 197 410 268 520 256
internal_value=0 -0.00654526 0.00267044 0.00013557 -0.0148468 0.00842832 0.0158715
internal_weight=0 0.00333776 0.00798722 0.00698093 0.00248725 0.00449368 0.00323741
internal_count=3910 1992 1918 1651 678 973 776
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=9
num_cat=0
split_feature=50 484 42 43 4 2 3 3
split_gain=2.0927e-05 3.11285e-05 4.2235e-05 4.66015e-05 4.81055e-05 8.4793e-05 9.15835e-05 3.62019e-05
threshold=0.086465000000000014 0.084225000000000008 -1.0000000180025095e-35 -0.083684999999999996 0.0051950000000000008 0.113945 0.076695000000000013 -0.0038649999999999999
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=-0.017206719903430992 -0.013665669520630242 0.016887212012291878 0.018893603678611443 0.0022180309949668144 0.00057042031195192336 -0.017041724090912223 0.039861665478647279 -0.020396628948484385
leaf_weight=0.0013152048422706789 0.0010250329347320586 0.0011415148669415487 0.0013723294633673387 0.0012180989943153444 0.0014445082454102231 0.0010692408664323147 0.0010066442650436824 0.0016899185744126159
leaf_count=821 715 417 383 783 305 218 85 183
internal_value=0 0.0013197 -0.000629686 0.0021652 -0.00140596 0.00645632 0.0167066 -0.0109239
internal_weight=0 0.0102575 0.00911595 0.00780074 0.00642841 0.00352039 0.00245115 0.00290802
internal_count=3910 3195 2778 1957 1574 608 390 966
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=12
num_cat=0
split_feature=484 0 12 2 2 1 16 2 12 3 15
split_gain=7.72865e-05 6.28137e-05 0.000211137 9.01655e-05 0.000211851 0.000172463 0.000131363 6.09716e-05 6.70093e-05 3.32812e-05 3.07816e-05
threshold=-1.0000000180025095e-35 0.18055000000000002 0.11655500000000001 0.10679500000000001 0.097940000000000013 0.10828500000000001 -0.114825 0.090050000000000005 0.085325000000000012 0.12566000000000002 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 8 10 -7 -8
right_child=1 -3 -4 5 -6 9 7 -9 -10 -11 -12
leaf_value=-0.00051609410158836634 0.0005635869191708238 0.00050670993764650833 -0.00082911265673783709 -0.00085424126776764947 0.0010197377529605708 0.00038059758784051388 -4.834266198244431e-05 -0.00052628363396889008 -0.00040175405947263883 -0.00010532285321712634 0.0003827200389428011
leaf_weight=0.0010595386740500515 0.0015206574191179651 0.0010004412068748128 0.0010838712772023419 0.001029750753169903 0.0010422472799228666 0.0010083625859805159 0.0011607089710552968 0.0010114275732534838 0.0010393929197813566 0.0011714934198401783 0.0014112992213914507
leaf_count=627 312 44 149 307 257 196 154 361 1000 157 346
internal_value=0 3.54983e-05 -5.56898e-06 8.02979e-05 0.000202343 -0.00019294 6.36715e-05 -0.000100773 1.83974e-05 0.000119455 0.000188188
internal_weight=0 0.0124797 0.0114792 0.0103953 0.00718573 0.00320961 0.00614349 0.00462283 0.0036114 0.00217986 0.00257201
internal_count=3910 3283 3239 3090 2430 660 2173 1861 1500 353 500
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=8
num_cat=0
split_feature=52 0 12 160 52 2 4
split_gain=2.0296e-05 5.17354e-05 5.27244e-05 4.25845e-05 4.05334e-05 7.78794e-05 9.99718e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.051320000000000005 -1.0000000180025095e-35 0.10701500000000001 0.10113500000000002 -0.05171499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.012027847057762381 -0.019427366775323921 0.028592272993762269 0.00051671095506529376 0.028351092236617827 0.017505752882096371 -0.019792102405997752 -0.0081017931890483754
leaf_weight=0.0011353808654831236 0.0013131595632875975 0.0012380378874707917 0.0014550028061899377 0.0012305076502892873 0.0011316778834345098 0.0018429782138339066 0.0019360520950209015
leaf_count=96 924 379 715 890 228 317 361
internal_value=0 0.00587551 0.0134235 -0.00308222 0.000412818 -0.00344856 0.0060636
internal_weight=0 0.00382842 0.00269304 0.00745438 0.00614122 0.00500954 0.00316656
internal_count=3910 1190 1094 2720 1796 1568 1251
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=10
num_cat=0
split_feature=484 51 42 157 12 12 43 15 0
split_gain=0.000102454 4.41954e-05 5.5693e-05 8.37297e-05 8.57361e-05 9.81e-05 8.62205e-05 8.97605e-05 5.93687e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098845000000000016 0.088055000000000008 -0.044024999999999988 -0.0039399999999999991 -0.18087499999999998
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=-0.00059316853019443917 0.00037112376952451806 -0.00041226240197459499 -0.00047359243325257618 0.00053334172991534117 -0.00028851122939676588 0.00062728044723369986 -0.00011110682139180406 -0.0005040043713473324 0.00048419762082364359
leaf_weight=0.0010478459156131577 0.0014189538574308448 0.001113112883380416 0.0010384607834190195 0.0012195124276775013 0.0016191173271284855 0.0016632910303517974 0.001536351508433122 0.0012224339150895417 0.0011090007712664511
leaf_count=627 351 884 375 376 191 496 122 293 195
internal_value=0 4.62892e-05 2.4803e-06 5.15499e-05 0.000116706 0.000213897 7.87414e-05 -6.4594e-05 0.00013846
internal_weight=0 0.0119402 0.0105213 0.00940817 0.00836971 0.00675059 0.0050873 0.00386779 0.00264535
internal_count=3910 3283 2932 2048 1673 1482 986 610 317
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=10
num_cat=0
split_feature=484 484 42 43 42 15 16 2 0
split_gain=9.76835e-05 3.76032e-05 4.965e-05 6.97392e-05 9.26725e-05 5.77351e-05 8.62127e-05 6.1422e-05 5.20524e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.074254999999999988 0.092145000000000019 1.0000000180025095e-35 -0.16268499999999997 0.10679500000000001 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.0005801668910516151 -0.00022506003691775441 -0.00030194961097071367 0.00072014528383488945 -0.00023490729728087133 -5.8407200055486989e-06 -0.00035041419794136627 0.00039839914444413294 0.0007021737319220869 -0.00019374162865540073
leaf_weight=0.0010224231397985518 0.0016608453244154235 0.0010522258497383053 0.0015534260889148673 0.001712637164791525 0.0011968489155009909 0.0012337611962843853 0.0012477890666506349 0.0010379604915076819 0.001051917383431603
leaf_count=627 953 367 473 215 200 575 90 187 223
internal_value=0 5.17306e-05 8.65268e-05 0.000143808 0.000404215 2.98387e-05 0.000122732 0.000306246 0.000127546
internal_weight=0 0.0117474 0.0106952 0.00903434 0.00275028 0.00628407 0.0050503 0.00333767 0.00229971
internal_count=3910 3283 2916 1963 673 1290 715 500 313
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=8
num_cat=0
split_feature=1 4 151 4 3 1 1
split_gain=2.20319e-05 4.53483e-05 3.17006e-05 7.11174e-05 4.12715e-05 6.2548e-05 3.40298e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 0.24280000000000004 0.11265500000000002 0.095575000000000007 0.11235500000000002
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=0.0034950441631088854 0.019343199434804288 -0.019813599688463818 -0.016379724627417245 0.0013705768668809883 -0.024808572858593239 0.010697052625150867 0.024990675634902357
leaf_weight=0.0018914426112009778 0.0010155857480689812 0.0014939945889861173 0.0015924903174855758 0.0011330998595932287 0.0010173624513737283 0.0018375741236543856 0.0013211167582766355
leaf_count=422 194 1586 679 108 134 471 316
internal_value=0 -0.00679107 0.00284772 0.000420387 -0.00712035 -0.001874 0.0140854
internal_weight=0 0.00338544 0.00791723 0.00690164 0.00444743 0.00343006 0.00245422
internal_count=3910 2008 1902 1708 1284 1150 424
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=11
num_cat=0
split_feature=484 41 150 3 1 16 0 4 43 12
split_gain=0.000125356 8.27814e-05 8.56957e-05 0.000105384 9.01207e-05 9.91077e-05 0.000103342 8.19396e-05 7.06228e-05 5.46518e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.11398500000000002 -0.12008499999999998 0.077800000000000022 -0.27337499999999998 -0.10575999999999998 0.0057500000000000008 -0.075819999999999985 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 7 -7 -8 -5
right_child=1 -3 -4 4 5 6 8 -9 -10 -11
leaf_value=-0.00067737244156189954 0.00061734184324616049 -0.00048785920741879773 -0.00041606126629676704 -0.00059113805831881229 -0.00035420811827545124 0.00023248086211768643 -0.00034644912381782299 0.0009479435524206133 0.00032368349148441855 -2.411745316021664e-05
leaf_weight=0.0010058975908700018 0.0015521582186319551 0.0010400473580718514 0.0011586255944743716 0.0010018959054288762 0.0010226773037267109 0.0011966112564268249 0.0010696654642909278 0.0012671332118344286 0.0013907083510375667 0.0018795578746071083
leaf_count=612 236 183 143 329 216 156 290 64 512 1169
internal_value=0 4.19626e-05 8.97171e-05 0.00014617 6.33302e-05 0.000201232 0.00031659 0.000600452 3.23384e-05 -0.000221273
internal_weight=0 0.0125791 0.011539 0.0103804 0.00882825 0.0059468 0.00492412 0.00246374 0.00246037 0.00288145
internal_count=3910 3298 3115 2972 2736 1238 1022 220 802 1498
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 13 13 3 16 2
split_gain=0.000203042 5.80016e-05 6.78675e-05 9.63401e-05 6.27722e-05 7.75282e-05 0.000161483 7.57061e-05 0.000120982 8.51805e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 -0.083924999999999986 -0.16277999999999995 -0.032959999999999996 -0.25582999999999995 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 -7 -9
right_child=1 -3 4 -5 5 7 -8 9 -10 -11
leaf_value=-0.00085278003795853435 -4.2513203151829993e-06 0.00051337966531869771 -0.00049812849554195743 0.00076261696554723996 -0.00011817401497532659 9.0350002811068422e-05 0.00082281193651638615 0.00036581492306271427 -0.00082579672542587351 -0.00036662612028189355
leaf_weight=0.0010060671720920874 0.0015899139580736734 0.001009980867387403 0.0010967838865993101 0.0010430153378642153 0.0017709482671642929 0.0010073341723420529 0.0011607307820545405 0.0015630894955915649 0.0012319114128007259 0.0010016426433867519
leaf_count=612 300 318 547 360 137 109 373 161 896 97
internal_value=0 6.2915e-05 2.32337e-05 0.000299538 -5.91319e-05 3.11033e-06 0.000254388 -0.000150234 -0.000413664 7.97639e-05
internal_weight=0 0.0124754 0.0114654 0.00263293 0.00883244 0.00773566 0.00293168 0.00480398 0.00223925 0.00256473
internal_count=3910 3298 2980 660 2320 1773 510 1263 1005 258
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=8
num_cat=0
split_feature=12 4 15 150 43 0 12
split_gain=1.98466e-05 3.86114e-05 4.87701e-05 6.86336e-05 0.000102088 0.000148811 4.32445e-05
threshold=0.11655500000000001 -0.06272999999999998 -0.017214999999999998 0.08486500000000001 -0.079109999999999986 -0.10462499999999998 0.080120000000000011
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=0.0031787212033922568 -0.012810393447957502 -0.033616600868997204 0.019888692340625597 0.019389654493286744 -0.013829803754692303 0.032570377324422362 -0.020536655723605884
leaf_weight=0.0016264795953752165 0.0011005065764245541 0.0010070412792409847 0.0017450365139396393 0.0014382628913038997 0.0018808700597919398 0.00109276142850446 0.0014582935455514426
leaf_count=246 187 561 505 309 274 518 1310
internal_value=0 0.00132132 0.00534902 0.000666866 -0.00609789 0.00322151 -0.00803247
internal_weight=0 0.0102487 0.00716397 0.00541894 0.00398067 0.00297363 0.00308477
internal_count=3910 3723 2167 1662 1353 792 1556
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=12
num_cat=0
split_feature=14 147 48 1 16 4 0 3 16 52 16
split_gain=0.000193289 0.000109012 6.72195e-05 8.26739e-05 0.000164472 0.000100123 9.02999e-05 8.58909e-05 9.30421e-05 6.97675e-05 5.58026e-05
threshold=0.018455000000000003 1.0000000180025095e-35 0.11930500000000001 0.10752500000000002 -0.23935499999999996 -0.0010999999999999996 -0.083934999999999996 -0.115685 0.18936500000000003 -0.077699999999999977 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -9 -6 -7
right_child=-2 -3 -4 4 9 10 7 8 -10 -11 -12
leaf_value=0.00053895874037993257 -0.00083719676214757347 0.00066500929716939807 -0.00045880694146202842 0.00087767855569042641 0.00034333946997425381 -0.00066943706055471472 0.00032849458444031459 -0.00072880093964689972 0.00010715500464855412 -0.00037608751801791924 -9.7617966788227637e-05
leaf_weight=0.0013314126991834821 0.0010007067448178581 0.001043448537056073 0.0010955531792974883 0.0012276993289271785 0.0010047327507678241 0.0012578306052069979 0.0013050966436137074 0.0010344929777325652 0.0010132658126703431 0.0010703412364140071 0.0013716574108252168
leaf_count=812 159 206 145 207 160 327 158 990 186 184 376
internal_value=0 5.77159e-05 3.61117e-06 5.13296e-05 0.000308816 -6.49469e-05 0.000106939 -6.46153e-05 -0.000315156 -2.77472e-05 -0.000371151
internal_weight=0 0.0127555 0.0117121 0.0106165 0.00330277 0.00731376 0.00468427 0.00335286 0.00204776 0.00207507 0.00262949
internal_count=3910 3751 3545 3400 551 2849 2146 1334 1176 344 703
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=11
num_cat=0
split_feature=484 484 42 43 42 3 49 48 0 12
split_gain=0.000217168 7.68469e-05 7.71567e-05 0.000104845 0.000172075 0.000101007 6.21222e-05 8.29957e-05 0.00012115 0.000115644
threshold=-0.0043499999999999988 0.08764000000000001 -1.0000000180025095e-35 -0.044024999999999988 0.087605000000000002 -0.077894999999999978 0.092185000000000017 0.086285000000000014 -0.14012999999999998 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -5 -10
right_child=1 -3 3 6 5 -7 -8 -9 9 -11
leaf_value=-0.00087590369699047091 -0.00027165851165840833 -0.00044842942338550008 0.0011337162186650009 0.00058755016890933601 -0.00029053537244349675 0.00057249400154293841 0.00048576178091738845 -0.00045780768065065131 -0.00054750273604328736 0.00021179635555316974
leaf_weight=0.0010367196914421008 0.0017931197528492171 0.0010602754661366088 0.0010106320788964961 0.001318275539979364 0.0010262150103505108 0.0010598770897818181 0.001003428874417448 0.0014046344877580875 0.0013728822104167168 0.0017595827362192548
leaf_count=612 957 357 308 138 217 266 138 154 375 388
internal_value=0 5.7129e-05 0.000102754 0.00017019 0.000469655 0.000147942 3.49834e-05 -4.2266e-05 8.88772e-05 -0.000120986
internal_weight=0 0.0128089 0.0117486 0.00995553 0.00309672 0.00208609 0.0068588 0.00585537 0.00445074 0.00313246
internal_count=3910 3298 2941 1984 791 483 1193 1055 901 763
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=10
num_cat=0
split_feature=50 160 124 13 2 4 15 52 3
split_gain=1.81866e-05 3.5876e-05 4.46704e-05 7.25428e-05 6.01436e-05 7.46907e-05 5.97913e-05 6.48097e-05 4.19311e-05
threshold=0.086465000000000014 0.091575000000000017 -0.018779999999999995 -0.26418499999999995 0.094010000000000024 0.27020000000000005 -0.10192499999999999 -0.087094999999999992 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 -9
right_child=-2 -3 3 4 5 -7 7 8 -10
leaf_value=-0.015850896692776738 -0.012700246965175908 -0.01672928831493262 0.030675884211242871 -0.011450796580986761 -0.021924595900789219 0.011678970428777389 -0.0040768905908164267 0.011770841552614314 0.038924903180355699
leaf_weight=0.0010940283216872545 0.0010347504795558864 0.001007035127696637 0.0010159710041941867 0.001047122131772861 0.0017571598635372785 0.0010607448782611389 0.0010955070896184636 0.0011224505679698882 0.0011526612211224933
leaf_count=271 715 318 127 216 661 187 255 960 200
internal_value=0 0.00120391 0.00313629 0.00565368 0.00214026 -0.00927519 0.00942173 0.015906 0.0255282
internal_weight=0 0.0103527 0.00934565 0.00825162 0.00723565 0.0028179 0.00441774 0.00337062 0.00227511
internal_count=3910 3195 2877 2606 2479 848 1631 1415 1160
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=11
num_cat=0
split_feature=484 52 52 0 2 0 16 2 16 3
split_gain=0.000188074 4.44542e-05 7.80147e-05 8.26722e-05 5.26316e-05 9.265e-05 5.15771e-05 0.000119941 7.85625e-05 6.83731e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.24456499999999998 -0.15007499999999999 0.12663500000000003 -0.17106499999999999 0.20277000000000003 0.10113500000000002 -0.14118999999999995 -0.10942499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 8 9 -7
right_child=1 4 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00081256917355023838 -0.00021156039247246719 0.00055013557667952964 -2.1494517661969562e-05 0.00063780677620566895 -0.00043210626592166015 -8.3431781996146001e-05 0.00034650501902844249 -0.00071269457176302185 -0.0002868727672210627 0.00062719597251837127
leaf_weight=0.001011329452488126 0.0011313958386472674 0.001154451264343187 0.0011727148141751353 0.0019423324776718619 0.0010311799539795968 0.0010177190125065239 0.001008288529764173 0.0010936041243625695 0.0017122101371572548 0.0010655698520978469
leaf_count=612 403 121 59 531 193 73 40 239 1438 201
internal_value=0 6.69931e-05 0.000229431 0.000389601 -1.83445e-05 4.21593e-05 -5.72803e-05 -0.000140554 2.42984e-05 0.000280043
internal_weight=0 0.0123295 0.00424644 0.00311505 0.00808302 0.00705184 0.00589739 0.0048891 0.0037955 0.00208329
internal_count=3910 3298 993 590 2305 2112 1991 1951 1712 274
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=10
num_cat=0
split_feature=124 151 49 51 2 2 2 12 3
split_gain=2.02173e-05 2.83367e-05 5.84795e-05 4.34446e-05 4.81246e-05 8.92356e-05 7.85191e-05 8.22982e-05 5.22793e-05
threshold=-0.048219999999999992 -0.084129999999999996 0.082865000000000008 0.08955500000000001 0.11260500000000001 0.10066500000000002 0.086875000000000022 0.097345000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.012661983765526151 -0.016632751799849309 -0.032041323886118175 0.023161230746721911 -0.020621102503137284 0.018129127038910106 -0.030351457551024964 0.023114308379541145 0.01568608594277187 -0.0014611101508017795
leaf_weight=0.0011272939534699286 0.0010972647956567797 0.0011297975870374643 0.0010027684655361984 0.0011307616769226994 0.0012686075690421569 0.0010115724974359653 0.0013170501234682653 0.0011850188609032197 0.0011066339688059605
leaf_count=319 354 1000 597 321 285 207 573 152 102
internal_value=0 -0.00144718 0.000373433 -0.00243055 0.000500085 -0.00338932 0.00236655 -0.00562008 -0.0169096
internal_weight=0 0.0102495 0.00915221 0.00814944 0.00701868 0.00575007 0.0047385 0.00342145 0.00223643
internal_count=3910 3591 3237 2640 2319 2034 1827 1254 1102
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=9
num_cat=0
split_feature=47 4 12 1 151 15 12 16
split_gain=2.01849e-05 4.35829e-05 8.08119e-05 7.10556e-05 4.3714e-05 0.000112714 7.73363e-05 0.000102432
threshold=0.11926500000000002 0.24280000000000004 0.098845000000000016 0.11235500000000002 -0.0074049999999999993 -0.07142999999999998 0.091405000000000014 0.061570000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 7 -7
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=0.015397889189179559 -0.013523506492078197 -0.0030203551314994612 -0.028982550628614559 0.029486903346530785 -0.031008565582404387 0.010972588550253487 0.02687340010826976 -0.029353949638404195
leaf_weight=0.0016726841991523394 0.0010119768686811604 0.0014370177517511636 0.0010070779983732524 0.0012637580670584736 0.0011320408064273454 0.0016598397363637128 0.0011297064216493216 0.0010150802877933146
leaf_count=508 145 198 472 317 560 998 486 226
internal_value=0 0.00127596 -0.00259435 0.0121906 0.00142647 -0.00330745 0.00493483 -0.00433055
internal_weight=0 0.0103172 0.00761643 0.00270078 0.00660935 0.00493667 0.00380463 0.00267492
internal_count=3910 3765 3250 515 2778 2270 1710 1224
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=9
num_cat=0
split_feature=52 4 160 52 3 2 16 15
split_gain=2.04816e-05 4.77423e-05 4.20911e-05 4.05618e-05 6.47369e-05 9.9779e-05 9.48406e-05 3.46099e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 0.10701500000000001 -0.13309499999999996 0.106035 -0.15168999999999996 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -3
right_child=2 7 3 -5 5 -7 -8 -9
leaf_value=-0.0063203734350606028 -0.019304901206113445 0.029362372056345717 -0.023193237219955823 0.017315814286854265 0.034620564452576406 -0.020889996538220684 -0.0039816220826365102 0.003547459429392582
leaf_weight=0.001736802437010871 0.0013181096103285651 0.0010141319609998944 0.0012521109662332287 0.0011505349954282033 0.0012035138961161748 0.0011862477443077123 0.0013508168778434235 0.0010644838780752377
leaf_count=795 924 176 135 228 166 220 1047 219
internal_value=0 0.00591712 -0.00309018 0.000388903 -0.0035118 0.00307631 0.0142064 0.0161422
internal_weight=0 0.00381542 0.00746133 0.00614322 0.00499269 0.00374058 0.00255433 0.00207862
internal_count=3910 1190 2720 1796 1568 1433 1213 395
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=11
num_cat=0
split_feature=484 3 131 52 2 2 3 48 13 13
split_gain=8.55382e-05 4.47148e-05 5.4539e-05 6.43652e-05 6.25556e-05 6.17429e-05 0.000134624 5.60966e-05 0.000119096 3.99431e-05
threshold=-1.0000000180025095e-35 -0.16059999999999997 0.088565000000000019 0.091210000000000013 0.10325000000000002 0.099015000000000006 0.090325000000000003 0.085875000000000021 1.0000000180025095e-35 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 8 9 -3
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00053403778640159695 0.00041992624757510461 -5.458252593664745e-05 -0.00041553403188740429 0.00067338900595405511 2.0265505475796165e-05 0.00077017017039810896 -0.00013369188456880426 -0.00052526616207988449 -0.00053227187011488201 0.00043923448604893595
leaf_weight=0.0010637053600155806 0.0011155828635733599 0.0012046941497581723 0.0010569564018594385 0.0011188758194775042 0.0011365131884427749 0.0010168401358713179 0.0016807441432076463 0.0012267905604489249 0.001271723658769252 0.0013195343723262536
leaf_count=627 191 665 482 450 179 351 218 213 211 323
internal_value=0 4.5826e-05 7.99832e-06 5.28728e-05 0.000344274 -3.22559e-05 0.000207014 -0.000160762 -4.29597e-05 0.000203559
internal_weight=0 0.0121483 0.0110327 0.00997572 0.00225539 0.00772033 0.00269758 0.00502274 0.00379595 0.00252423
internal_count=3910 3283 3092 2610 629 1981 569 1412 1199 988
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=10
num_cat=0
split_feature=484 51 42 157 12 43 2 2 0
split_gain=8.97502e-05 5.14179e-05 7.338e-05 6.98866e-05 0.000103823 9.01468e-05 0.000101597 6.21793e-05 3.87924e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098845000000000016 -0.044024999999999988 0.087995000000000004 0.10869000000000002 -0.077944999999999987
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=-0.00055900522077379433 0.00039666519046968336 -0.00047606963075804294 -0.00043243105695120134 0.00030302069700692953 -0.00033404102465119898 -0.00039146596374781958 0.00055664480363752666 1.3694476368381278e-05 0.00083308496626055854
leaf_weight=0.001035912330873876 0.0013933464158153034 0.0011307593804730552 0.0010185068530643776 0.0011297697366693901 0.0016221965642821022 0.0013355607790179079 0.0014333963910411786 0.001867400865828984 0.0010012672239461885
leaf_count=627 351 884 375 399 191 457 259 200 167
internal_value=0 4.26728e-05 -4.12862e-06 5.2594e-05 0.000111477 0.000218271 6.48438e-05 0.000249475 0.000552071
internal_weight=0 0.0119322 0.0105389 0.0094081 0.00838959 0.00676739 0.00463636 0.0033008 0.00213104
internal_count=3910 3283 2932 2048 1673 1482 916 459 566
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=8
num_cat=0
split_feature=3 1 12 3 4 12 16
split_gain=2.19391e-05 3.39075e-05 6.76794e-05 0.000152993 6.01456e-05 3.93448e-05 7.20948e-05
threshold=-0.16059999999999997 0.094385000000000011 0.090840000000000018 0.090325000000000003 0.056740000000000006 0.090840000000000018 -0.083564999999999987
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=0.013888870273843097 0.0032582699071805397 0.038392027059724124 -0.012895117232665308 0.015072849513079271 -0.016578334501668245 0.0042365817631724242 -0.027991311785227069
leaf_weight=0.0010277546142078995 0.0012958380938113889 0.0013462477537054297 0.0016653670575975639 0.0010234972984470602 0.0014522683610655688 0.00177132962705545 0.0017158101067353709
leaf_count=211 624 361 349 150 194 917 1104
internal_value=0 -0.00143523 0.00392918 0.01126 -0.00349353 -0.00758967 -0.0145454
internal_weight=0 0.0102704 0.00548738 0.00382201 0.00247577 0.00478298 0.00301165
internal_count=3910 3699 1054 705 344 2645 1728
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=11
num_cat=0
split_feature=14 157 132 13 2 16 16 151 2 43
split_gain=0.000284783 0.000140011 8.49532e-05 0.000118352 9.3643e-05 8.50768e-05 0.000271819 0.000101633 0.000128039 7.6768e-05
threshold=0.018455000000000003 -0.072409999999999988 0.079995000000000011 -0.083514999999999992 0.11203000000000002 -0.055679999999999993 0.22945500000000005 -0.0088999999999999982 0.090695000000000012 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 7 -7 -5 -9 -3
right_child=-2 2 -4 5 -6 6 -8 8 -10 -11
leaf_value=0.00070316169628014834 -0.0010076846557760186 0.00045865937987697942 0.00053716662010859961 -0.00044417207423931956 0.000745687068196906 -0.00091182036188960035 0.00022843060878388971 -0.00029395943446867392 0.0005964660708920118 -0.00024504239458946088
leaf_weight=0.0012399352139674949 0.0010034554924246994 0.0010113366230345561 0.0010686842178036964 0.0012686661383932564 0.0010397617196704718 0.0018638419381176365 0.0014132463737119808 0.0010471609630924735 0.001525181690108192 0.0014513796685565487
leaf_count=496 159 312 305 134 162 594 341 652 351 404
internal_value=0 7.66647e-05 1.02092e-05 -4.28154e-05 0.000252263 -0.00018801 -0.000420086 9.99483e-06 0.000233988 4.39391e-05
internal_weight=0 0.0129292 0.0116893 0.0106206 0.00350248 0.0071181 0.00327709 0.00384101 0.00257234 0.00246272
internal_count=3910 3751 3255 2950 878 2072 935 1137 1003 716
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=11
num_cat=0
split_feature=14 147 52 157 4 3 48 4 12 2
split_gain=0.00022206 0.00016583 0.000100026 8.05188e-05 0.000141519 8.79113e-05 9.87352e-05 5.0461e-05 0.000108779 4.02444e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.11588000000000002 -0.072409999999999988 -0.030814999999999995 -0.074234999999999982 0.09227500000000001 -0.48072499999999996 0.084100000000000022 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 9 -5 -9 -7
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=0.00057606866612042011 -0.00090043969581777726 0.00077271406481991688 -0.00044241695158564557 -3.384733826837848e-05 0.00016447324905769973 -0.00036640599010699741 0.00015770075144746899 0.00089460374574847979 5.9635161565801347e-05 -0.00085080416057906636
leaf_weight=0.001051932606931206 0.0010052223449106097 0.0011332962310197378 0.0017698758986163113 0.0010776230406478473 0.0019357851382364108 0.0019345036030589836 0.0010981059607660468 0.0011991905567037076 0.0012003378237102533 0.0010004389791067776
leaf_count=407 147 216 603 131 533 262 166 152 1057 236
internal_value=0 5.50813e-05 -1.12134e-05 6.14845e-05 4.17888e-06 -0.000179002 -0.000343864 0.000318625 0.00047692 -0.000531524
internal_weight=0 0.0134011 0.0122678 0.0104979 0.00944599 0.00596883 0.00403305 0.00347715 0.00239953 0.00293494
internal_count=3910 3763 3547 2944 2537 1197 664 1340 1209 498
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=11
num_cat=0
split_feature=484 52 52 49 42 15 4 0 1 0
split_gain=0.000225158 8.26038e-05 0.000208296 8.42427e-05 0.000186166 8.47829e-05 6.81124e-05 0.000160003 9.02866e-05 0.000137738
threshold=-0.0043499999999999988 -0.27466499999999994 -0.096614999999999993 -0.085174999999999987 0.093125000000000013 1.0000000180025095e-35 -0.0010999999999999996 -0.032484999999999993 0.11235500000000002 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 -8
right_child=1 2 3 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00085524598027887525 -0.00047120753665931677 0.00095857114418746326 -0.0004136787069905135 0.0010036481768720316 -0.00063739395143470184 -0.00025276965796804622 0.00040955911574925891 0.0001012736135049275 0.00048487025532653122 -0.00047041502434864226
leaf_weight=0.0011085576029757375 0.0010249763985308276 0.0010164536730206874 0.001425034965858136 0.0013534286088096839 0.0011761016507702794 0.0013860833715771464 0.0011937606786490719 0.0017099087791245236 0.0016409983163433875 0.0016010940072969367
leaf_count=612 379 250 158 339 534 896 81 100 219 342
internal_value=0 6.39276e-05 0.000107798 3.25112e-05 9.57069e-05 0.000192744 0.000275089 0.000499956 0.000119798 -9.45534e-05
internal_weight=0 0.0135278 0.0125029 0.0114864 0.0100614 0.00888527 0.00749919 0.00306334 0.00443585 0.00279485
internal_count=3910 3298 2919 2669 2511 1977 1081 439 642 423
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=11
num_cat=0
split_feature=14 147 51 376 12 4 150 2 52 2
split_gain=0.000231862 0.000133636 8.16892e-05 7.32298e-05 5.85484e-05 9.06229e-05 9.64799e-05 0.000109401 6.06413e-05 7.67074e-05
threshold=0.020750000000000005 1.0000000180025095e-35 -0.089214999999999989 0.048375000000000008 0.098845000000000016 -0.0010999999999999996 0.085075000000000026 0.093815000000000009 -0.084699999999999984 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 -4 -10
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11
leaf_value=0.00039252975264864699 -0.00092137674577042156 0.00072159833376011172 -0.00023389423464690451 0.00042807009096717554 -0.00048997305585722411 -0.00095196191211940754 0.00023592613029544006 -0.00016365647494382974 0.00072980950502490448 4.1663161335730004e-05
leaf_weight=0.0017157106183657836 0.0010038340809444208 0.0010669103322487857 0.0010233496310153309 0.0010192789226885881 0.001432691733818864 0.0010486129417257059 0.0011049161797093048 0.0019091449062733983 0.0010744626677398374 0.0014814756685992397
leaf_count=467 153 212 311 155 443 322 113 306 982 446
internal_value=0 5.70188e-05 -3.0208e-06 -7.02543e-05 -0.000126227 -5.80328e-05 -0.000258452 -0.000443134 0.000169453 0.000330945
internal_weight=0 0.0128766 0.0118096 0.0100939 0.00907465 0.00764196 0.00406267 0.00295776 0.00357929 0.00255594
internal_count=3910 3757 3545 3078 2923 2480 741 628 1739 1428
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 12 3 4 3
split_gain=0.000177254 6.04477e-05 6.76615e-05 7.24759e-05 7.34506e-05 0.000129019 9.37566e-05 8.33478e-05 7.97348e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.09021499999999999 0.099370000000000014 0.086650000000000019 0.085185000000000025 0.11818000000000002 0.0057500000000000008 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0007876263816763324 0.00044434737996591728 0.0005046550783968062 -0.00063371723585979286 -0.00038021455047946282 -0.00011499757650427251 0.00059135015401121126 -0.00045309152762454895 0.00057976550090757528 5.3144498992092754e-05
leaf_weight=0.0010349229692473367 0.0012637306570548951 0.0010588335940959178 0.001100064454280009 0.00192086223123144 0.0015760937875089298 0.0018557213329199861 0.0013579164714297431 0.0011469895995105321 0.0015874658516339948
leaf_count=612 373 216 789 369 257 701 108 194 291
internal_value=0 5.58481e-05 1.56061e-05 -3.57745e-05 4.0942e-05 0.000162692 -3.2228e-05 0.000177643 -0.000228003
internal_weight=0 0.0128677 0.0118088 0.0105451 0.00862425 0.00593672 0.004081 0.00272308 0.00268753
internal_count=3910 3298 3082 2709 2340 1260 559 451 1080
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=11
num_cat=0
split_feature=484 1 51 12 2 1 2 3 12 1
split_gain=7.92605e-05 5.85806e-05 8.49916e-05 6.70463e-05 4.78272e-05 8.06941e-05 6.80141e-05 0.000181012 8.86142e-05 5.19154e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 0.086650000000000019 0.095575000000000007 0.10679500000000001 0.11818000000000002 0.090840000000000018 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 9 -6
right_child=1 -3 3 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00051896948184775569 0.00048929274503703305 0.00048922946706444483 -0.00055470372841240746 -0.00049138122939607737 -0.00026217932697696815 0.00012178140001623419 0.00030562606673205307 -0.00066682114593776725 0.00074120075622195378 0.000367427200733225
leaf_weight=0.001057688571367006 0.0012156220260554395 0.001024835042330109 0.0013582241082114536 0.0012155807509024565 0.0010079757462433847 0.0013535042771711013 0.0016998861887832818 0.0012977663169915776 0.001115618013533153 0.0010061081769141
leaf_count=627 367 216 889 188 470 247 296 104 360 146
internal_value=0 4.04006e-05 -4.1253e-07 -5.96185e-05 -2.41066e-07 -0.00021705 9.57101e-05 -0.000115373 0.000297887 5.2332e-05
internal_weight=0 0.0122951 0.0112703 0.0100547 0.00883908 0.00271173 0.00612735 0.00299765 0.0031297 0.00201408
internal_count=3910 3283 3067 2700 2512 1136 1376 400 976 616
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=12
num_cat=0
split_feature=484 1 12 43 52 151 3 1 2 4 2
split_gain=8.65584e-05 5.12569e-05 8.52325e-05 0.000113762 0.000131975 0.000128397 0.000114693 0.000100983 6.30839e-05 0.000106693 8.44216e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 -0.084129999999999996 -0.08348499999999999 0.084330000000000016 0.10679500000000001 0.05309500000000001 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -6 9 10 -8
right_child=1 -3 -4 4 7 6 8 -9 -10 -11 -12
leaf_value=-0.00054166252378882855 0.00067902476572570937 0.00045427772537463368 -0.00051208918395880649 -0.00050225435966181719 -0.00088542530763629265 0.00065604250201809291 -0.00043025115599606875 -1.1895065411564017e-05 -0.00027141810658808975 0.00072354306353351048 0.00036315285446419557
leaf_weight=0.0010860474985883552 0.0010094815316854704 0.0010305044434765079 0.0011362660844823494 0.0011257307719798387 0.0010343752411190177 0.0016765957646187289 0.0010555202622705134 0.0010013852765222431 0.0015104389640332432 0.0010563653275648221 0.0010080274122837101
leaf_count=627 155 216 116 276 797 514 375 196 243 179 216
internal_value=0 3.5174e-05 -2.01226e-06 5.33024e-05 -1.34092e-05 0.000107742 0.00021662 -0.000455738 5.75106e-05 0.000216754 -4.26793e-05
internal_weight=0 0.0126447 0.0116142 0.0104779 0.00946844 0.00743268 0.00630695 0.00203576 0.00463035 0.00311991 0.00206355
internal_count=3910 3283 3067 2951 2796 1803 1527 993 1013 770 591
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=11
num_cat=0
split_feature=484 0 12 41 3 0 12 16 0 51
split_gain=0.000162346 6.93418e-05 0.00015926 8.91082e-05 0.000206548 9.02226e-05 0.000119578 7.02624e-05 7.51565e-05 6.14621e-05
threshold=-0.0043499999999999988 0.18055000000000002 0.11655500000000001 0.075585000000000013 -0.115685 -0.053834999999999994 0.090385000000000007 -0.085924999999999987 -0.14293499999999998 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 -6
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00075159674124263313 0.00098395755175370819 0.00054779172035000648 -0.00071417591596688887 -0.00046171050860770011 -0.00047400509133877487 -0.00034405715222152661 0.00067611294266740928 0.00063043171174969367 -2.0430855944108559e-05 0.00013502476246587828
leaf_weight=0.0010425652234701587 0.001003093046508534 0.0010039268863152309 0.0010595346920334358 0.0010423410689954964 0.0014903606477610634 0.0018187959546568117 0.0013251942891915631 0.0011112243277096394 0.0017663032791805466 0.00111272148966613
leaf_count=612 211 44 150 184 563 321 784 107 790 144
internal_value=0 5.32039e-05 1.08724e-05 8.28697e-05 0.000141829 4.3884e-05 0.000147558 1.97552e-05 0.000230915 -0.000213667
internal_weight=0 0.0127335 0.0117296 0.01067 0.00962769 0.0086246 0.0068058 0.00548061 0.00287753 0.00260308
internal_count=3910 3298 3254 3104 2920 2709 2388 1604 897 707
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=10
num_cat=0
split_feature=0 4 43 4 4 1 47 15 16
split_gain=1.94451e-05 6.82479e-05 5.00749e-05 6.65211e-05 0.000105774 7.46108e-05 4.74414e-05 9.99139e-05 4.33739e-05
threshold=0.16242500000000001 -0.34687499999999999 -0.080894999999999981 -0.0010999999999999996 -0.06272999999999998 0.095575000000000007 0.092645000000000019 -0.20388499999999996 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -5 7 -7 -3
right_child=-2 2 3 5 -6 6 -8 -9 -10
leaf_value=-0.025314049554998299 0.013122896955301017 0.0032431655503749428 -0.0027169980306530595 -0.022055539109394631 0.041267575517913657 -0.0048520864990623646 -0.010276136337724388 0.036312565952098676 -0.022697352441577123
leaf_weight=0.0010685869868301357 0.0010172328471657567 0.0012143169733531472 0.0010500761746508448 0.0012321190358104551 0.0011406079278420886 0.0012466562016467423 0.001131909441263409 0.0011187655844083718 0.0013737969182961007
leaf_count=257 59 549 997 498 415 221 166 144 604
internal_value=0 -0.00135266 0.00134025 0.00577832 0.0201841 -0.000894468 0.00656063 0.0146174 -0.0105263
internal_weight=0 0.0105768 0.00950825 0.00692013 0.00219068 0.00472945 0.00349733 0.00236542 0.00258811
internal_count=3910 3851 3594 2441 1412 1029 531 365 1153
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=11
num_cat=0
split_feature=484 0 12 16 3 15 1 3 3 16
split_gain=0.000171985 6.69437e-05 0.000142566 8.30921e-05 6.23247e-05 7.70793e-05 4.81105e-05 0.000147464 0.000126277 5.61877e-05
threshold=-0.0043499999999999988 0.18055000000000002 0.11655500000000001 0.26538000000000006 -0.100615 -0.029114999999999999 0.099595000000000017 -1.0000000180025095e-35 0.11818000000000002 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -8 -9
right_child=1 -3 -4 -5 6 -7 8 9 -10 -11
leaf_value=-0.00077539181960178353 0.00083230295846692024 0.00053772900526880972 -0.00066533372158424477 -0.00034245019484364133 -0.00051397394944554566 0.00010605357137659219 0.00068354574156815598 -4.8495731745551531e-05 -0.00011426316270763647 0.00058103657541183217
leaf_weight=0.0010165076117322315 0.0010409703308993405 0.0010466452696091802 0.0010609581953195885 0.0014833924513170107 0.0016931004171944035 0.0012207488096236344 0.001399382186377963 0.0011226068298466063 0.0016766358045747158 0.0010595566052266116
leaf_count=612 137 44 150 385 1656 194 351 77 217 87
internal_value=0 6.25394e-05 2.02377e-05 8.82385e-05 0.000157584 0.000440314 6.55928e-05 -7.97391e-05 0.000248686 0.000257176
internal_weight=0 0.012804 0.0117574 0.0106964 0.009213 0.00226172 0.00695128 0.00387526 0.00307602 0.00218216
internal_count=3910 3298 3254 3104 2719 331 2388 1820 568 164
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=9
num_cat=0
split_feature=51 16 43 49 43 48 1 1
split_gain=2.08927e-05 3.19482e-05 8.28201e-05 4.67764e-05 4.78113e-05 5.71933e-05 3.82249e-05 4.39745e-05
threshold=-0.09021499999999999 0.22945500000000005 -0.089949999999999988 0.090115000000000015 -0.062599999999999989 0.086125000000000021 0.10884000000000001 0.084330000000000016
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=0.010410388001947374 -0.024566153437117339 0.013990845835668078 0.016904433282696019 0.019493227781962344 -0.0058337893759445808 -0.026080989415324121 -0.014220746116219577 0.020682224737737079
leaf_weight=0.0016338608970283873 0.0015801197997833919 0.0011361162755320177 0.0010301862942127043 0.0011199996342890033 0.001350323447766472 0.0011735306756304846 0.0013888555924194187 0.0011650741047148942
leaf_count=515 548 214 714 349 770 193 211 396
internal_value=0 -0.00179136 -0.00382704 0.000706774 -0.00273804 -0.00672313 -0.000904588 0.00644782
internal_weight=0 0.00994421 0.00880809 0.00722797 0.00610797 0.00507778 0.00390425 0.0025154
internal_count=3910 3395 3181 2633 2284 1570 1377 1166
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=12
num_cat=0
split_feature=14 157 48 48 1 15 52 13 3 16 3
split_gain=0.000217227 0.000105154 7.28831e-05 0.000114147 7.42523e-05 9.59465e-05 8.41797e-05 7.81225e-05 9.53296e-05 6.03016e-05 0.000133288
threshold=0.020750000000000005 -0.072409999999999988 0.11930500000000001 0.093225000000000016 0.12730000000000002 -0.11739999999999999 -0.089799999999999977 -0.083514999999999992 -0.075404999999999986 -0.25582999999999995 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 -9 -11
right_child=-2 2 -4 -5 -6 6 7 9 -10 10 -12
leaf_value=0.00060810916041698613 -0.00088052273600758887 -0.00061584421649757718 -0.00049876425886177366 0.00061738912368017968 0.00044022230255245264 -0.00051522685188093659 0.00082758223532116099 0.00031247030447208618 8.0722854096795998e-07 -0.00079417107981782139 0.00010710514168288028
leaf_weight=0.0012371719056571704 0.0010083069461777434 0.0011332951023442167 0.0010020453045270035 0.001224273440669295 0.0011772657589886821 0.0010381876620677716 0.0010079318750563771 0.0010685171895321488 0.0011455980882094975 0.0010237648443456229 0.0016438216746590046
leaf_count=496 153 204 135 245 229 441 453 125 97 1174 158
internal_value=0 6.50137e-05 6.40753e-06 5.47896e-05 -1.97663e-05 -8.69441e-05 -4.23463e-07 9.03228e-05 0.000387769 -8.1128e-05 -0.000238786
internal_weight=0 0.0127019 0.0114647 0.0104627 0.00923838 0.00806112 0.00692782 0.00588963 0.00215353 0.0037361 0.00266759
internal_count=3910 3757 3261 3126 2881 2652 2448 2007 550 1457 1332
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=12
num_cat=0
split_feature=14 484 157 3 42 1 2 2 16 13 3
split_gain=0.00028024 0.000196542 0.000178523 7.37997e-05 0.000100194 7.15261e-05 0.00015183 0.000218522 0.000154737 0.00011775 9.13441e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.060615000000000009 0.099595000000000017 0.10393500000000001 0.096540000000000015 -0.013279999999999998 -0.057284999999999996 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5 -7 -11
right_child=-2 2 3 5 -6 9 -8 -9 -10 10 -12
leaf_value=-0.00075554373780133382 -0.00099897223969823965 0.00088397455052477577 0.00081678904908117906 8.9600254757462246e-05 -3.4882786336465711e-05 0.00064221828364995114 -0.00085231804627517414 0.00075925102365629325 -0.00088748371183228843 0.0002813560703752645 -0.00041473214057079823
leaf_weight=0.0010136655273843597 0.0010068719597358953 0.001133943068664856 0.00107410096263177 0.0015697270702521708 0.001050456329852345 0.0013858942642730222 0.0010086375960662733 0.0010559569086671366 0.0010333763564889429 0.0015114660153039876 0.0013925586117496946
leaf_count=583 147 389 155 1178 79 312 267 178 301 235 86
internal_value=0 7.41166e-05 0.00014296 6.71383e-05 0.000395692 -1.07877e-05 -0.000178761 6.90878e-06 -0.000298281 0.000171977 -5.24371e-05
internal_weight=0 0.0132298 0.0122161 0.0110822 0.00212456 0.00895762 0.0046677 0.00365906 0.0026031 0.00428992 0.00290402
internal_count=3910 3763 3180 2791 234 2557 1924 1657 1479 633 321
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=12
num_cat=0
split_feature=14 484 157 3 42 42 4 3 12 51 1
split_gain=0.000415335 0.00023888 0.000146766 7.22453e-05 9.07268e-05 0.000126639 0.000136311 7.37418e-05 5.84095e-05 8.96085e-05 4.61593e-05
threshold=0.073890000000000011 -0.0043499999999999988 -0.072409999999999988 0.090325000000000003 -1.0000000180025095e-35 0.085330000000000003 -0.060264999999999992 -0.078669999999999976 0.090840000000000018 0.089355000000000004 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 9 10 -5
right_child=-2 2 3 8 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00081227513906265017 -0.0012190015811360119 0.00080892833660825428 -0.00023837062845335921 -0.0007834326142247966 0.0010731420746365591 -0.00027101151769211491 0.0002369120145564385 0.00033451607596274123 0.00027746345399569085 0.00020952233985081117 -0.00019761449322384415
leaf_weight=0.0010823934841889702 0.0010266599948716088 0.0011699874314399254 0.0015079809143568922 0.0010608023584876007 0.001265325156394416 0.0016226708224058068 0.0018382091920383175 0.0014770656748676865 0.0010244308273938962 0.0010316834292950017 0.0010089831879468701
leaf_count=584 135 389 891 111 171 542 289 551 32 89 126
internal_value=0 7.27795e-05 0.00014643 8.09481e-05 0.000192997 0.00029786 0.000577847 1.75304e-05 -0.00012847 -0.000262552 -0.000497857
internal_weight=0 0.0140895 0.0130071 0.0118372 0.00771125 0.00620327 0.00310353 0.00309974 0.0041259 0.00310147 0.00206979
internal_count=3910 3775 3191 2802 2444 1553 460 1093 358 326 237
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 12 2 0 3
split_gain=2.25143e-05 4.29349e-05 4.70744e-05 6.05037e-05 4.00769e-05 3.59848e-05 5.605e-05 7.77703e-05 7.58107e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 0.11230000000000001 0.098355000000000012 0.10113500000000002 -0.070894999999999986 0.086245000000000016
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=-0.02289897147823064 0.014215378588502076 0.017292761799001785 -0.021058712636046233 0.024629091453167704 -0.00060468880693335773 -0.023801627880964408 -0.024091237501289112 0.023018004940196166 0.013161396579947141
leaf_weight=0.001114164583300394 0.0010067857628873944 0.0010989220513242222 0.0016000915893111885 0.001253620474489887 0.0012640417981405229 0.0010034079328610787 0.0010061145747736148 0.0012452271114408689 0.0010873185929600859
leaf_count=136 225 276 1880 182 156 457 312 201 85
internal_value=0 -0.00142815 -0.00357698 -0.00103226 0.01196 -0.006537 -0.00302934 0.00235908 -0.00721335
internal_weight=0 0.0106729 0.00957399 0.00845982 0.00251766 0.00594216 0.00493875 0.00393264 0.00268741
internal_count=3910 3685 3409 3273 338 2935 2478 2166 1965
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=11
num_cat=0
split_feature=484 474 1 12 43 52 151 15 2 0
split_gain=0.000170958 5.96983e-05 6.2845e-05 0.000106756 0.00011254 7.28453e-05 0.000128566 8.69379e-05 0.000111505 2.88291e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 -0.07142999999999998 0.092175000000000021 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 -9
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11
leaf_value=-0.00076933874877827425 0.00061492844097443084 0.0005101533759050218 0.00048365768477940979 -0.00062404012120486729 -0.0003691522302194045 -0.00036939984087174974 -0.00050780310202735263 0.00072232377816827784 0.00039088741675121912 0.00029683774814194536
leaf_weight=0.0010310390741928256 0.0011527505493398099 0.0010436268314830506 0.0010276442498481182 0.0010299420184039362 0.001885884352605849 0.001960474199797611 0.0010469203698088292 0.0011152427814645322 0.0010767052345265738 0.0013574328226864801
leaf_count=612 196 318 199 108 377 949 176 238 200 537
internal_value=0 6.08775e-05 2.0641e-05 -2.41402e-05 4.02512e-05 -3.82146e-05 6.19492e-05 0.000238832 -5.21556e-05 0.000488743
internal_weight=0 0.0126966 0.011653 0.0106254 0.00959541 0.00844266 0.00648219 0.0045963 0.00212363 0.00247268
internal_count=3910 3298 2980 2781 2673 2477 1528 1151 376 775
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=10
num_cat=0
split_feature=132 13 3 39 4 15 12 1 52
split_gain=2.11836e-05 4.46018e-05 5.61384e-05 7.38922e-05 8.11688e-05 7.51372e-05 4.96883e-05 4.13951e-05 6.15414e-05
threshold=0.080815000000000012 -0.083514999999999992 -0.075679999999999983 0.005105000000000001 0.0057500000000000008 -0.095799999999999982 0.093225000000000016 0.099595000000000017 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -4 -6 -3 8 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.017513457227074581 0.013274856321228358 -0.034885431660922249 -0.024482998056359947 0.022684377123932307 -0.01197568597066568 0.02340870977485902 -0.0052450483760259894 0.023289027804116132 0.016815336533828329
leaf_weight=0.00103315819635541 0.0010792435626944671 0.0010415534466887604 0.0015167564386691142 0.0011270364302473869 0.0012464315018655492 0.0011573150301144733 0.0012375906137476215 0.0011766883490030413 0.0010559535555409176
leaf_count=545 395 898 460 279 133 162 479 258 301
internal_value=0 -0.00143163 -0.00576393 0.000118029 -0.00636917 0.00506059 -0.0187905 0.0082877 -0.000161771
internal_weight=0 0.0105925 0.00732668 0.00504754 0.0039205 0.00240375 0.00227914 0.0032658 0.00208911
internal_count=3910 3515 2411 1034 755 295 1377 1104 846
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=10
num_cat=0
split_feature=3 131 52 16 15 1 16 48 2
split_gain=2.61539e-05 4.75627e-05 4.68121e-05 5.98582e-05 6.69358e-05 5.67377e-05 4.12489e-05 3.93374e-05 3.62865e-05
threshold=-0.16059999999999997 0.088565000000000019 0.091210000000000013 0.081265000000000018 -0.07142999999999998 1.0000000180025095e-35 -0.057604999999999996 0.091125000000000025 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -4
right_child=1 -3 8 -5 5 -7 -8 -9 -10
leaf_value=0.014928444920901202 -0.0271257247837512 -0.022194462575375582 0.026957140911030627 -0.022669179111472055 -0.0050919467166059126 0.025001444886823262 0.0083650546162366071 -0.0014601150574292175 0.0011405237365834096
leaf_weight=0.0010574502355854493 0.0013045760541021568 0.00101083562079786 0.0010431035531146371 0.0012997124746264802 0.0010395833042292637 0.0015767510054742896 0.0010516165566535804 0.0011013046804174546 0.0011388414777742796
leaf_count=211 320 559 503 441 703 504 319 140 210
internal_value=0 -0.00156645 0.000615701 -0.00319177 0.000976118 0.013044 -0.00815583 -0.0153772 0.0134825
internal_weight=0 0.0105663 0.00955549 0.00737354 0.00607383 0.00261633 0.0034575 0.00240588 0.00218195
internal_count=3910 3699 3140 2427 1986 1207 779 460 713
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=9
num_cat=0
split_feature=4 15 42 1 133 15 160 1
split_gain=2.18925e-05 3.90092e-05 3.16752e-05 7.09956e-05 6.7603e-05 0.000101802 4.92172e-05 6.96318e-05
threshold=0.28937500000000005 -0.43091499999999999 0.086825000000000013 0.099595000000000017 0.065880000000000008 0.035895000000000003 -0.025614999999999995 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.020222207194127137 -0.0039674623845843485 0.023209263672821175 -0.030999607785898737 0.0060841764882835813 0.020065474607363434 -0.029774476101551331 -0.016890490204850478 0.011285485761755911
leaf_weight=0.0012059352667004907 0.0010952698819913335 0.001020078945035756 0.0010670895945029443 0.0010000973990806508 0.0014791626429985398 0.0012050390536411989 0.0018042938898714164 0.001706818633335115
leaf_count=287 209 217 1065 189 694 641 349 259
internal_value=0 0.0091379 -0.00211443 -0.0130586 0.000942305 -0.0038341 0.00279275 -0.00319361
internal_weight=0 0.00211535 0.00946844 0.00206719 0.00740125 0.00592209 0.00471705 0.00351111
internal_count=3910 426 3484 1254 2230 1536 895 608
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 1 151 3 2 2
split_gain=0.000163906 7.43239e-05 7.22129e-05 0.00010374 0.000129119 9.9751e-05 7.45959e-05 0.000118881 7.97065e-05 0.000117571
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 0.085835000000000009 -0.084129999999999996 -0.08348499999999999 0.10679500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8 9 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 -11
leaf_value=-0.00077110559981773304 0.00065850776555023292 0.00056013496016614592 -0.00047167124400541798 -0.00034333068414512421 -0.00087274951360287424 -4.0437848012265817e-06 0.00064423920188336203 -0.00010350633053932504 -0.00033651830389446429 0.0006706292438961992
leaf_weight=0.0010017551483110206 0.0010011206947673204 0.0010208597548419006 0.001091806852250801 0.0011568479268755701 0.0010276620097344705 0.0010053669612475058 0.0016842817200621541 0.0018383438960201054 0.0014955881943727514 0.0012790592967113264
leaf_count=612 156 216 117 279 806 188 519 480 243 294
internal_value=0 5.29512e-05 8.23961e-06 5.81973e-05 -5.14976e-06 -0.00044316 0.000114313 0.000198385 3.55955e-05 0.000214119
internal_weight=0 0.0126009 0.0115801 0.0104883 0.00948715 0.00203303 0.00745412 0.00629727 0.00461299 0.0031174
internal_count=3910 3298 3082 2965 2809 994 1815 1536 1017 774
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=10
num_cat=0
split_feature=47 4 2 12 13 15 2 48 2
split_gain=2.28397e-05 5.18765e-05 7.16196e-05 9.43835e-05 7.58945e-05 4.04626e-05 3.97141e-05 0.000105278 2.06864e-06
threshold=0.11926500000000002 0.17888000000000001 0.10910500000000002 0.093375000000000014 -0.084184999999999996 -0.43091499999999999 0.084235000000000018 0.085425000000000015 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -6 -8 -7
right_child=-2 5 -4 -5 6 8 7 -9 -10
leaf_value=-0.02566734483371505 -0.014152959749997716 -0.0032205859878301104 0.015313473529050306 -0.035168988372546547 0.017871088864061205 0.023842620174450147 -0.023299409014515618 0.020129589620233434 0.017422991520914928
leaf_weight=0.0010752348103539892 0.0010461532565519934 0.0011012739674022901 0.0016298997973952321 0.0010741148337548821 0.0013886184191273755 0.0010036268512469504 0.001232435772560374 0.0010202852477677984 0.0010041984458155539
leaf_count=725 145 212 425 646 512 143 710 187 205
internal_value=0 0.00133935 -0.00320399 -0.00841609 -0.00232359 0.0121831 0.00456948 -0.00362988 0.0206319
internal_weight=0 0.0105297 0.00742059 0.00579069 0.00471657 0.0031091 0.00364134 0.00225272 0.00200783
internal_count=3910 3765 3205 2780 2134 560 1409 897 348
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=8
num_cat=0
split_feature=0 42 51 47 13 43 51
split_gain=2.26645e-05 3.80881e-05 6.00938e-05 7.31387e-05 6.06283e-05 0.000141984 6.82511e-05
threshold=0.055865000000000005 -1.0000000180025095e-35 -0.07742499999999998 0.086425000000000016 -0.084184999999999996 -0.077889999999999987 0.085845000000000019
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=-0.018923442802465738 0.0098238200044939508 -0.019082585310866644 -0.006221978612561096 -0.015022362407619658 0.048605380744527249 0.017416778862724833 -0.014625531816826102
leaf_weight=0.001173657373215513 0.0019324324868130955 0.0013436294235993958 0.0017084213986653324 0.0015740984446157786 0.0010089826507566142 0.0016916415022412963 0.0010950855403994858
leaf_count=1023 255 461 823 303 363 553 129
internal_value=0 -0.00204651 0.000305439 0.00398578 0.00942183 0.016463 0.00482528
internal_weight=0 0.00959552 0.00842186 0.00707823 0.00550413 0.00379571 0.00278673
internal_count=3910 3655 2632 2171 1868 1045 682
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=11
num_cat=0
split_feature=14 157 48 16 15 2 16 43 13 0
split_gain=0.000201052 0.000109282 8.60568e-05 0.000124682 0.000119731 0.000104847 8.84867e-05 5.67279e-05 8.90739e-05 3.60254e-05
threshold=0.018455000000000003 -0.077044999999999988 0.11930500000000001 -0.50388999999999984 -0.14097499999999996 0.10705000000000002 -0.114825 -0.073139999999999983 0.0034250000000000005 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -8 -9
right_child=-2 2 -4 4 5 -7 7 9 -10 -11
leaf_value=0.00063538985389221777 -0.00084765324118579093 0.00058919608212465273 -0.00054130253367834589 -0.00060619029885579032 0.00039205254671365161 0.00054311789174074469 0.00035535366996795718 -0.00011412647701183667 -0.00039541799347735443 -0.00058500056412377581
leaf_weight=0.0011650863374266822 0.0010057706719441483 0.0014612184953353797 0.001010507660385916 0.0011953870573894456 0.0013861570810282456 0.00141518803269821 0.0014556825349196722 0.0011291071845020094 0.0010428116406673393 0.0013982862141805326
leaf_count=452 159 221 135 353 211 378 511 103 208 1179
internal_value=0 6.31737e-05 5.17285e-06 5.78461e-05 -2.82064e-05 6.00642e-05 -4.65495e-05 -0.000167517 4.19996e-05 -0.000374639
internal_weight=0 0.0126594 0.0114943 0.0104838 0.00902262 0.00782723 0.00641204 0.00502589 0.00249849 0.00252739
internal_count=3910 3751 3299 3164 2943 2590 2212 2001 719 1282
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=11
num_cat=0
split_feature=14 147 52 13 2 48 43 51 2 12
split_gain=0.000181076 0.000113346 7.48755e-05 0.000113259 9.04423e-05 7.53959e-05 7.32696e-05 9.25745e-05 6.35427e-05 5.3394e-05
threshold=0.020750000000000005 1.0000000180025095e-35 0.11588000000000002 -0.090744999999999978 0.11230000000000001 0.091505000000000017 -0.083684999999999996 -0.0084849999999999978 0.099990000000000009 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 9 -8 -1 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=5.6259014076213114e-05 -0.00080001944718553384 0.00067429222343940516 -0.00038115678791182 0.00047284846579257199 -0.00054873554361688833 0.00052945013275079646 0.00019287962744599809 -0.0005506135383483721 0.00065579005317741956 -0.00013424113502125921
leaf_weight=0.0011700046938422823 0.0010135456918399554 0.0010623160355119144 0.0016543187853659798 0.0012492417154813407 0.0012135863362903289 0.0010007597090656998 0.0010244850864337466 0.0017330637301193202 0.0016218161559704044 0.0010051439525687834
leaf_count=273 153 212 603 257 326 194 337 1080 170 305
internal_value=0 6.11076e-05 5.30122e-06 6.91182e-05 -6.04684e-05 3.80822e-05 -6.00318e-05 -0.000274391 0.000404537 0.000202171
internal_weight=0 0.0127347 0.0116724 0.0100181 0.00722628 0.00601269 0.00501193 0.00275755 0.00279182 0.00225439
internal_count=3910 3757 3545 2942 2499 2173 1979 1417 443 562
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=10
num_cat=0
split_feature=1 51 12 2 151 16 4 3 16
split_gain=2.33466e-05 3.98775e-05 5.08399e-05 6.76948e-05 4.42234e-05 6.03546e-05 3.74703e-05 2.71386e-05 1.70276e-05
threshold=0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.091985000000000011 -0.0080899999999999982 -0.27337499999999998 -0.026614999999999996 -0.00088499999999999983 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8 -7
right_child=-2 2 -4 4 5 8 7 -9 -10
leaf_value=0.015969489741861031 0.014497048233606459 0.0028681187521828579 -0.020421195694372157 -0.0098117178023036291 0.031828740718853152 -0.0047613097449684151 -0.030312711251787611 -0.0075167107376863558 0.012329314637927724
leaf_weight=0.001169780753511312 0.0010068578474310428 0.0011803247149363627 0.0015096450134713399 0.0011234406858561096 0.0011436036984336477 0.0011661092168711905 0.0010923165923178665 0.0010006590437693611 0.0011657197134166851
leaf_count=480 225 1109 402 222 161 333 667 118 193
internal_value=0 -0.0014404 -0.00361116 -0.000387508 0.00743593 0.0130113 -0.0113792 -0.0194139 0.00378258
internal_weight=0 0.0105516 0.00938182 0.00787217 0.00459887 0.00347543 0.0032733 0.00209298 0.00233183
internal_count=3910 3685 3205 2803 909 687 1894 785 526
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=10
num_cat=0
split_feature=3 131 52 157 16 15 3 13 2
split_gain=2.02011e-05 3.59155e-05 3.96418e-05 5.07212e-05 7.14214e-05 9.13649e-05 9.29194e-05 8.32745e-05 3.53894e-05
threshold=-0.16059999999999997 0.088565000000000019 0.091210000000000013 -0.072409999999999988 -0.055679999999999993 -0.10981499999999998 0.013395000000000002 -0.00059999999999999995 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -6 -4
right_child=1 -3 8 4 7 6 -8 -9 -10
leaf_value=0.013182025614629753 0.017628045686198298 -0.019287041856466465 0.02577811254500877 -0.020481855634394655 -0.00026931385605475212 0.030194806674097741 -0.0064066870163563289 -0.039284404518932482 0.0002387763138264317
leaf_weight=0.0010492113388540477 0.0010249323046532827 0.0010110347432478748 0.0010348800179561636 0.0012926101809246637 0.0010344066704309307 0.0013731425289187813 0.0014015451488494912 0.0011612169414575153 0.0011405217077909728
leaf_count=211 358 559 503 250 606 789 144 280 210
internal_value=0 -0.00137208 0.000541917 -0.0029942 -0.00636905 0.00147701 0.0117067 -0.0209035 0.0123883
internal_weight=0 0.0104743 0.00946326 0.00728785 0.00626292 0.0040673 0.00277469 0.00219562 0.0021754
internal_count=3910 3699 3140 2427 2069 1183 933 886 713
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=11
num_cat=0
split_feature=484 1 51 12 43 160 12 42 48 4
split_gain=0.000114951 5.75489e-05 8.87697e-05 8.08343e-05 5.7157e-05 5.5077e-05 5.92915e-05 0.000132323 9.3025e-05 5.66443e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 -0.15648499999999999 -0.080734999999999987 -0.0089849999999999982 0.085330000000000003 0.091875000000000012 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 -8
right_child=1 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0006236150439799488 0.00049104379111969897 0.0004879516805935767 0.00044352138422328811 -0.00053663250037755568 -0.00046246370811547493 -0.0003500152026984989 0.00020200794681558425 -0.00050724197227443703 -0.00019017596662015683 0.00073480131332691356
leaf_weight=0.0010785029890413743 0.001275406782273762 0.0010284807482743583 0.0010182713752894456 0.0011957016815403497 0.0010755037022536339 0.0013672570497209151 0.0017060104607785117 0.0010813926715970666 0.0012603299449984728 0.0013940969042196081
leaf_count=627 367 216 159 188 486 295 698 586 106 182
internal_value=0 4.37784e-05 3.61447e-06 -5.79458e-05 6.34432e-06 -5.01158e-05 1.50151e-05 0.000106729 0.000258994 0.000441601
internal_weight=0 0.0124025 0.011374 0.0100986 0.00890286 0.00788459 0.00680909 0.00544183 0.00436044 0.00310011
internal_count=3910 3283 3067 2700 2512 2353 1867 1572 986 880
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=10
num_cat=0
split_feature=1 123 16 49 2 4 52 3 0
split_gain=2.34042e-05 3.65426e-05 4.73062e-05 5.40284e-05 7.48051e-05 0.00010036 7.71834e-05 5.79685e-05 5.57496e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 0.113945 -0.034289999999999994 0.071660000000000015 0.088060000000000013 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -7
right_child=-2 -3 3 4 -6 7 -8 -9 -10
leaf_value=-0.023010790463628285 0.014522620718739216 0.016113090923962552 -0.022535807044210904 -0.027979820602293471 -0.02025565137870242 -0.0088363764219132473 0.0064871327657511028 0.035818522535452167 0.022945483169184142
leaf_weight=0.0010909948726158898 0.0010056144288999877 0.0010649524001931426 0.001011388405476152 0.0011113322908283246 0.0012413847766256179 0.0010119697834711171 0.0015641302805491199 0.0011926888921494905 0.0012140993775756202
leaf_count=136 225 276 182 795 322 447 788 77 662
internal_value=0 -0.00144668 -0.00342806 -0.0008685 0.00211886 0.00667651 -0.00782973 0.0180289 0.00849747
internal_weight=0 0.0105029 0.00943799 0.00834699 0.00733561 0.00609422 0.00267546 0.00341876 0.00222607
internal_count=3910 3685 3409 3273 3091 2769 1583 1186 1109
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=12
num_cat=0
split_feature=484 52 52 51 42 12 16 0 2 16 3
split_gain=0.000146682 7.9918e-05 0.000133174 0.000102304 0.000103447 8.59267e-05 0.000137667 8.19239e-05 0.00011368 5.86121e-05 5.59624e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.070084999999999981 -1.0000000180025095e-35 0.099370000000000014 -0.03800499999999999 -0.15517999999999996 0.113945 0.056750000000000009 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 -8 -9
right_child=1 2 3 4 5 -7 9 10 -10 -11 -12
leaf_value=-0.00071960294317508942 -0.00048102138411539199 0.0006651612258198634 -0.00057621722934119736 -0.00050199658013275032 0.00017904690021339521 -0.00025625678639343052 0.0010159167763744948 4.8652426727641559e-05 -0.00068475430802116769 0.00035016767269672669 0.0006472994591544799
leaf_weight=0.0010255370658882991 0.0010013088429492263 0.0013940127531884361 0.0010006319187217854 0.0010350712530123379 0.0013808410255165345 0.0015872643343024205 0.0010009442552855385 0.0013045347264239041 0.0010172847223933711 0.0010332622420834298 0.0011122238019957826
leaf_count=612 379 285 254 786 99 180 288 575 97 86 269
internal_value=0 5.09357e-05 9.58244e-05 2.00358e-05 8.30284e-05 0.000154806 0.000250069 6.93798e-05 -0.000187377 0.000677754 0.000324158
internal_weight=0 0.0128674 0.0118661 0.0104721 0.00947143 0.00843636 0.00684909 0.00481488 0.00239813 0.00203421 0.00241676
internal_count=3910 3298 2919 2634 2380 1594 1414 1040 196 374 844
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=12
num_cat=0
split_feature=14 147 52 15 0 15 2 0 3 15 52
split_gain=0.000199518 0.000113756 8.24594e-05 7.01286e-05 9.48804e-05 0.00015741 7.61089e-05 9.34375e-05 8.57813e-05 0.000109786 4.6932e-05
threshold=0.018455000000000003 1.0000000180025095e-35 0.15091000000000002 -0.017214999999999998 -0.014809999999999999 0.024640000000000006 0.099015000000000006 -0.15007499999999999 -0.073984999999999981 -0.09547499999999999 0.096170000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 -1 -10 -6
right_child=-2 -3 -4 4 10 -7 7 -9 9 -11 -12
leaf_value=0.00014779210725557917 -0.00083910840246062925 0.00068998364088110429 -0.00047455640982387964 0.0010487558964274374 -0.00028679144477736403 1.861055096049992e-05 -0.00012583887811928624 0.00064491347055902935 -8.9070097813740654e-05 -0.0009686714243598727 0.00028275201367279802
leaf_weight=0.0012583843771675628 0.0010066749414646735 0.0010373118146065003 0.0011994834321472367 0.0011408037773289442 0.0012509500932824606 0.0011403575413580851 0.001482251641870479 0.0010214295469121479 0.0011841864328156738 0.0010115841379646925 0.0010016639718344322
leaf_count=512 159 206 459 237 230 1139 96 501 202 148 21
internal_value=0 6.7678e-05 1.24629e-05 6.81428e-05 0.000251911 0.000533784 -7.17006e-05 0.000188606 -0.000260379 -0.000494299 -3.35341e-05
internal_weight=0 0.0127284 0.0116911 0.0104916 0.00453378 0.00228116 0.00595784 0.00250368 0.00345415 0.00219577 0.00225261
internal_count=3910 3751 3545 3086 1627 1376 1459 597 862 350 251
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=9
num_cat=0
split_feature=4 15 151 52 15 3 4 3
split_gain=2.38197e-05 3.31231e-05 2.86661e-05 7.49914e-05 7.0177e-05 8.66175e-05 4.73519e-05 4.38398e-05
threshold=0.28937500000000005 -0.43091499999999999 -0.024429999999999997 0.11401500000000002 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.071469999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.0092063335337643753 -0.0025368981032958928 0.022592425224599148 0.0023335086844153102 -0.029701317414344452 0.0075709089951341976 0.031817699385839879 -0.019014636720783115 -0.02449910392344707
leaf_weight=0.0017880508078298839 0.0010877079553811985 0.0010130570733523085 0.0010057873462747348 0.0010484636706432774 0.0019762470519215395 0.0010608677067722727 0.0010135541163828633 0.0015430417646955632
leaf_count=558 209 217 551 514 1108 63 370 320
internal_value=0 0.00958128 -0.00219282 -0.00485788 -0.000910999 0.00726892 -0.00144169 -0.0139108
internal_weight=0 0.00210077 0.00943601 0.00764796 0.0065995 0.00405067 0.0029898 0.00254883
internal_count=3910 426 3484 2926 2412 1541 1478 871
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 0 1 16
split_gain=2.25059e-05 6.28851e-05 5.61336e-05 5.00651e-05 5.58015e-05 3.93405e-05 9.58283e-05 6.86841e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 -0.017269999999999997 0.11215000000000001 -0.073459999999999984
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=-0.011816755293804005 -0.0025656303110078364 0.01923103361141169 -0.022747913231913913 -0.018803849081834505 0.028399180761556148 0.010580393489350364 -0.035657268603011757 0.014057553051172844
leaf_weight=0.0014229801601367267 0.0011308221561807156 0.001687609886634263 0.0011215639442409293 0.0010876761313452627 0.001199101851210286 0.0012917441520975742 0.0010246892562369037 0.0015317729226366572
leaf_count=406 520 375 550 780 195 244 130 710
internal_value=0 0.00161822 -0.00192563 0.00128854 0.0133705 -0.00441461 -0.00972991 0.000412484
internal_weight=0 0.010075 0.00838737 0.00726581 0.00232992 0.00493588 0.00364414 0.00261945
internal_count=3910 3504 3129 2579 715 1864 1620 1490
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=11
num_cat=0
split_feature=484 1 51 12 2 2 3 52 1 52
split_gain=0.0001181 5.89492e-05 7.38068e-05 5.65778e-05 4.86481e-05 8.00183e-05 0.000167998 7.89348e-05 7.32678e-05 2.41975e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 0.086650000000000019 0.10679500000000001 0.11818000000000002 0.088900000000000021 0.095575000000000007 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 9 -4 -6
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0006336281760741583 0.00046885224659250408 0.00050547326468191093 -0.00053936640407143733 -0.00044525828704279716 0.00034272870519924008 0.00027872130872298658 -0.00066540831621267251 -9.4832102298370637e-05 0.00011496275766422216 0.00077358918002766203
leaf_weight=0.0010504135018592218 0.0012042597998274994 0.0010092123448943507 0.0013189721021258792 0.0011952958464855968 0.0010037628390996037 0.001696777554879892 0.0012646797603138582 0.0011052199090357401 0.0013127674902538252 0.0010007951177226425
leaf_count=627 367 216 889 188 220 296 104 396 247 360
internal_value=0 5.17561e-05 1.05135e-05 -4.52497e-05 9.68888e-06 0.000106208 -0.000124466 0.000325879 -0.000212973 0.00055784
internal_weight=0 0.0121117 0.0111025 0.00989827 0.00870297 0.00607124 0.00296146 0.00310978 0.00263174 0.00200456
internal_count=3910 3283 3067 2700 2512 1376 400 976 1136 580
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=8
num_cat=0
split_feature=1 4 159 16 151 16 2
split_gain=2.38272e-05 5.93964e-05 3.22672e-05 4.75676e-05 7.72396e-05 7.08335e-05 5.67254e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.073745000000000019 -0.055679999999999993 -0.0088999999999999982 0.22945500000000005 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -6
right_child=2 -3 -4 5 6 -7 -8
leaf_value=0.0044675570359293563 -0.014485085625553194 -0.022474883571682504 0.019574096692060929 -0.023766053618048687 0.0021420757259026707 0.0090156023247899616 0.028749700149949764
leaf_weight=0.0018955222227494746 0.0012249813725398739 0.0014397581595832363 0.0010128195340375215 0.0015644036211657913 0.0016538472611597468 0.0011390693595644159 0.0015542242103852011
leaf_count=408 175 1584 384 412 469 273 205
internal_value=0 -0.00716283 0.00287102 0.000500507 0.00687612 -0.00995398 0.0150328
internal_weight=0 0.00333528 0.00814935 0.00713653 0.00443305 0.00270347 0.00320807
internal_count=3910 1992 1918 1534 849 685 674
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=11
num_cat=0
split_feature=484 484 51 42 43 49 0 48 13 15
split_gain=0.000125601 5.17693e-05 5.24159e-05 0.000106387 6.83298e-05 6.73169e-05 5.22483e-05 0.000110896 6.25218e-05 4.10086e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.09021499999999999 -1.0000000180025095e-35 -0.083684999999999996 0.092185000000000017 -0.087899999999999992 0.086285000000000014 -0.090394999999999989 -0.021529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -8 -6
right_child=1 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.00065038325063149552 0.00042004763271587053 -0.0003706702518595061 -0.00055460554745445276 0.00046017691909028675 0.00062534728822597656 0.00048532761265298089 9.9606558524237271e-05 -0.00037153496905018458 -0.00053309182068930468 8.2083535046697845e-05
leaf_weight=0.0010673450867262719 0.001584362781532146 0.0010256014708833203 0.0010478753005175893 0.0016926357884945115 0.0011268005412148391 0.001019821020331076 0.0010115860675777356 0.0012265530469222951 0.0014775618682111662 0.0010157962251208955
leaf_count=627 352 357 844 349 182 153 158 132 617 139
internal_value=0 5.09828e-05 8.9584e-05 3.51506e-05 0.000107255 2.04047e-05 -6.05297e-05 9.86345e-05 -0.000275964 0.000367788
internal_weight=0 0.0122286 0.011203 0.00961863 0.00857075 0.00687812 0.0058583 0.00336915 0.00248915 0.0021426
internal_count=3910 3283 2926 2574 1730 1381 1228 453 775 321
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=11
num_cat=0
split_feature=14 147 4 52 4 2 2 15 457 15
split_gain=0.000279581 0.000133713 7.02395e-05 9.72389e-05 0.000124077 5.8343e-05 0.000131145 6.02684e-05 6.97378e-05 0.000103051
threshold=0.054835000000000009 1.0000000180025095e-35 -0.49837999999999999 0.15091000000000002 -0.14301 0.11230000000000001 0.099015000000000006 -0.017214999999999998 0.082870000000000013 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00046936198432029363 -0.001000485714703074 0.00072039199195892789 0.00060231111063714573 -0.0005071441754669313 4.5531684091699664e-05 -0.00029522798747527669 0.00074124316578980988 0.00028074902045705283 0.00023588298080219611 -0.00079385338936767175
leaf_weight=0.0010768774495426977 0.0010132242367543046 0.0011084687836880438 0.0016819714034980371 0.00105912143440907 0.0011277120841123771 0.0017932630849783696 0.0010392255339367286 0.0016565477424329259 0.0010658061320226314 0.0011216071490704319
leaf_count=165 147 216 158 446 304 479 227 1229 116 423
internal_value=0 6.9703e-05 7.64313e-06 5.63547e-05 0.000119269 1.51627e-05 0.000107763 -2.46527e-05 -0.00017726 -0.000373022
internal_weight=0 0.0127306 0.0116221 0.0105453 0.00948613 0.00780416 0.0060109 0.00497167 0.00331513 0.00224932
internal_count=3910 3763 3547 3382 2936 2778 2299 2072 843 727
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=10
num_cat=0
split_feature=147 11 3 16 160 1 47 13 52
split_gain=2.23991e-05 5.94208e-05 7.164e-05 5.55311e-05 4.07473e-05 7.40035e-05 0.000175715 4.8456e-05 4.66753e-05
threshold=0.087265000000000023 0.077330000000000024 -0.10628499999999998 -0.30307999999999996 -0.080734999999999987 0.099595000000000017 0.086785000000000015 -0.084084999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=0.020473730024746863 0.014075323952457731 -0.023367685857314479 -0.024423424208694772 -0.01705216532509635 -0.022356356374671107 0.047059735322745391 -0.00872986231211338 -0.011642621268831976 0.017026006610483094
leaf_weight=0.0015935751585362213 0.0010229016107205684 0.0011044523390126787 0.001030242486672682 0.0011066874139837486 0.001126655259547216 0.0010816464165240109 0.0011809015946216816 0.0011113647726532418 0.0011613440575606246
leaf_count=218 191 269 332 623 462 298 148 462 907
internal_value=0 -0.00142678 0.00115325 -0.0027946 0.000497505 0.0039278 0.0179412 -0.00539926 0.00300692
internal_weight=0 0.0104969 0.00939242 0.00779884 0.0067686 0.00566191 0.00226255 0.00339936 0.00227271
internal_count=3910 3719 3450 3232 2900 2277 446 1831 1369
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=8
num_cat=0
split_feature=47 47 2 4 150 52 52
split_gain=2.10102e-05 3.40122e-05 6.0732e-05 4.90785e-05 7.52589e-05 5.45184e-05 3.91293e-05
threshold=0.10561500000000001 0.077065000000000008 0.11462500000000002 -0.049279999999999997 0.086420000000000011 0.071660000000000015 -0.021309999999999996
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=-0.028962592096195186 0.0097383196837036237 -0.018254520819953053 0.018819547537889881 0.026029830548302182 -0.01361682870170421 -0.0014978941664980914 0.0010440699905939689
leaf_weight=0.0012804552205423875 0.0018433167963669275 0.001125089717849948 0.001458526868289756 0.0013264386596622344 0.0015817360980913565 0.0016594318933637899 0.0011882818515515337
leaf_count=734 280 298 489 467 285 776 581
internal_value=0 -0.00191588 0.000248062 -0.00360152 0.00347359 -0.01346 0.0142233
internal_weight=0 0.00961996 0.00849487 0.00703634 0.00409646 0.00293989 0.00251472
internal_count=3910 3630 3332 2843 1333 1510 1048
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=10
num_cat=0
split_feature=484 4 4 12 4 48 49 15 16
split_gain=0.000188864 8.64767e-05 8.04346e-05 7.96822e-05 9.15235e-05 9.13228e-05 0.000151259 9.33477e-05 4.95242e-05
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15333499999999997 -0.036459999999999992 -0.034289999999999994 0.11028500000000001 -0.067014999999999977 -0.064869999999999983 -0.071319999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -8
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00081652212563712058 -0.00047748221122287089 0.00047781059705516958 -0.00038091324166457852 -0.00034966500196561526 -0.00024053383297101733 -0.00034836915319311619 0.00044723525061296938 0.00082028962758823516 -8.8055114507907615e-05
leaf_weight=0.0010356130924525494 0.0010814964437137501 0.0018465221156980923 0.0015208402978717237 0.0014149376841005321 0.0015639176943341836 0.0010165902287545504 0.001758390432777712 0.0017588477108251479 0.0010681742236043255
leaf_count=612 152 182 428 1287 220 88 325 362 254
internal_value=0 5.34645e-05 0.000101523 3.27405e-05 0.000106055 0.000196039 0.000286039 0.000465633 0.000244946
internal_weight=0 0.0130297 0.0119482 0.0101017 0.00858086 0.00716592 0.00614933 0.00458541 0.00282656
internal_count=3910 3298 3146 2964 2536 1249 1161 941 579
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=12
num_cat=0
split_feature=14 147 48 52 15 160 3 15 49 15 16
split_gain=0.000272605 0.000143564 9.06887e-05 8.31373e-05 8.40063e-05 9.16103e-05 0.00012969 9.82947e-05 0.000178178 8.35446e-05 7.13594e-05
threshold=0.05884000000000001 1.0000000180025095e-35 0.12474000000000002 0.084890000000000007 -0.15202999999999997 -0.011689999999999999 -0.074234999999999982 -0.017214999999999998 -0.047309999999999998 -0.052074999999999989 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 9 8 -8 -7 -5
right_child=-2 -3 -4 10 5 6 7 -9 -10 -11 -12
leaf_value=0.00062987733805644854 -0.0010002028518267441 0.00073237777928394975 -0.000559672855714693 -0.0004441764200117436 0.00061796613837697748 0.00071960732819314349 4.9864133173119744e-05 0.00019827743985674758 -0.0010567371737531096 -2.3093520755205079e-05 0.00018298993195255578
leaf_weight=0.0012200298112251271 0.0010010677327290914 0.0011209745834048603 0.0010231966731186213 0.0019855008178139228 0.0010001266788859644 0.0011098624524115016 0.00110637975262307 0.0011372253706732082 0.0011315532587794579 0.0012250375629434796 0.001075226892927994
leaf_count=257 141 216 127 1121 521 302 141 149 219 684 32
internal_value=0 6.12825e-05 -1.33373e-06 5.06446e-05 0.00015659 7.05375e-05 -2.53456e-05 -0.000271128 -0.00050966 0.000329939 -0.000223854
internal_weight=0 0.0131351 0.0120141 0.0109909 0.00793021 0.00671019 0.00571006 0.00337516 0.00223793 0.0023349 0.00306073
internal_count=3910 3769 3553 3426 2273 2016 1495 509 360 986 1153
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=9
num_cat=0
split_feature=1 43 3 47 0 1 3 42
split_gain=2.06371e-05 3.38928e-05 7.02395e-05 4.76118e-05 0.00010415 5.65712e-05 7.31928e-05 4.67424e-05
threshold=0.13662500000000002 -0.053009999999999995 -0.075954999999999981 0.077065000000000008 0.0059850000000000016 0.10498500000000001 0.090325000000000003 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=0.0084236164766505611 0.013665140343487243 -0.018112417044665031 0.023190947432247158 -0.023197736024396832 -0.023975570522529112 0.021838821212941409 0.0173449059511913 -0.01982757441927803
leaf_weight=0.0012705520086124316 0.0010005637448909635 0.0013421346893459163 0.0014810724656490835 0.0012575107082748007 0.0015036693711626345 0.0015496356341944684 0.0010281693833805727 0.0010864277221236775
leaf_count=807 225 1224 474 243 206 194 102 435
internal_value=0 -0.00136393 0.00612521 -0.00566616 -0.00160132 0.00698134 -0.00273206 -0.00459851
internal_weight=0 0.0105192 0.00383805 0.00668112 0.00542361 0.00391994 0.0023703 0.00235698
internal_count=3910 3685 1716 1969 1726 1520 1326 1242
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=10
num_cat=0
split_feature=50 160 124 1 1 151 16 4 2
split_gain=2.27309e-05 3.91916e-05 5.9573e-05 6.31556e-05 5.07081e-05 5.05952e-05 3.5909e-05 7.45797e-05 3.68476e-05
threshold=0.086465000000000014 0.091575000000000017 -0.018779999999999995 0.12864500000000004 0.10915500000000002 -0.0074049999999999993 -0.0041999999999999997 0.044585000000000007 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.018380136975059736 -0.014155680377841257 -0.017153402244857782 0.026462006798003715 0.027578057745417862 -0.011882305240873992 -0.025989577538998124 -0.0018540965931027418 0.011560553259423758 0.024781826108889297
leaf_weight=0.0011096648971929786 0.0010394452914395573 0.0010314432344642856 0.0011226807654792833 0.0011932673360030921 0.0017825686941056636 0.0010244809610961008 0.0010060745447293602 0.0010934862977473251 0.0010735843245798711
leaf_count=271 715 318 304 198 240 1032 328 212 292
internal_value=0 0.00135115 0.00338036 0.00629098 0.0027148 0.00760555 0.00256228 -0.0066028 0.0118962
internal_weight=0 0.0104373 0.00940581 0.00829614 0.00710288 0.00532031 0.00419763 0.00211797 0.00207966
internal_count=3910 3195 2877 2606 2408 2168 1864 1244 620
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=9
num_cat=0
split_feature=14 15 16 0 2 42 43 12
split_gain=1.87062e-05 5.80955e-05 5.15669e-05 4.47301e-05 6.26695e-05 4.58971e-05 9.37307e-05 5.37569e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.38486499999999996 -0.10575999999999998 0.086245000000000002 -1.0000000180025095e-35 -0.083899999999999988 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8
right_child=1 2 3 5 -6 6 7 -9
leaf_value=-0.012404227951204477 0.023013011848569034 -0.020533571963180477 0.030543750966372352 -0.021875569487614224 -0.00030984091292292251 0.024611813906913495 -0.022789401748118641 0.0042072934835680849
leaf_weight=0.0011064835678914016 0.0010988184301212985 0.0012122514779115143 0.0010913143333835104 0.0011091822652975611 0.0016592963259604221 0.0011985648294166791 0.0013969454426835681 0.0015626797112250513
leaf_count=196 365 267 90 866 231 398 690 807
internal_value=0 0.00127678 -0.00131082 0.0015955 0.0119314 -0.0038019 0.00101918 -0.00853517
internal_weight=0 0.0103291 0.00923023 0.00801798 0.00275061 0.00526737 0.00415819 0.00295963
internal_count=3910 3714 3349 3082 321 2761 1895 1497
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=10
num_cat=0
split_feature=157 12 151 4 4 2 4 12 52
split_gain=1.92086e-05 4.38277e-05 3.77035e-05 8.49699e-05 8.06493e-05 6.58785e-05 4.21174e-05 3.78333e-05 2.15546e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 -0.084874999999999992 0.17888000000000001 -0.0021099999999999995 0.10796500000000002 -0.08422499999999998 0.078515000000000015 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 -6
right_child=1 -3 3 5 8 -7 -8 -9 -10
leaf_value=-0.010702741795552171 -0.013553555844709365 -0.01794576334532923 0.014078487997658387 0.041373945572067153 -0.0045976906248669548 0.00594752968909288 0.02488637361100143 -0.012572694618623656 -0.023735746459393532
leaf_weight=0.0014717032367157342 0.0010967226540615962 0.0010340387958136755 0.0011269872092859929 0.0010370295890390858 0.0011648664767674038 0.0010629505130323917 0.0012010736447055784 0.0010100135550809848 0.0011893809264803901
leaf_count=703 274 157 135 230 175 218 1152 485 381
internal_value=0 0.00153968 0.00380637 0.00624969 -9.28423e-05 0.0234421 0.00990333 0.0014823 -0.0142664
internal_weight=0 0.00992306 0.00888902 0.0077923 0.00569232 0.00209998 0.00333807 0.002137 0.00235425
internal_count=3910 3207 3050 2776 2328 448 1772 620 556
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=9
num_cat=0
split_feature=49 160 42 43 16 51 43 16
split_gain=1.8782e-05 6.51424e-05 5.80369e-05 4.55622e-05 5.03065e-05 4.87453e-05 3.58134e-05 5.72579e-05
threshold=-0.045004999999999996 0.084835000000000008 0.091955000000000023 0.0050750000000000005 0.081265000000000018 0.024995000000000003 -0.019509999999999996 -0.057604999999999996
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=-0.0044859354481551449 0.024317291964306233 0.027270666033856802 -0.022315142193945564 0.017161192335062924 -0.019243647362359725 -0.015342460407463124 -0.013665424752012951 0.017674791332521627
leaf_weight=0.0017713698916717565 0.0010013143187619731 0.0010166895426337932 0.0012450029415842926 0.0014143207811235028 0.0014175797805842591 0.001154643225152443 0.001188428063949548 0.0011442105257598633
leaf_count=379 885 150 758 389 425 269 426 229
internal_value=0 0.00709438 -0.00235513 0.00103948 -0.0028211 0.00236544 0.00849819 0.00170764
internal_weight=0 0.00278806 0.0085655 0.0073205 0.00590618 0.0044886 0.00333395 0.00233264
internal_count=3910 529 3381 2623 2234 1809 1540 655
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=9
num_cat=0
split_feature=2 3 160 157 42 4 12 3
split_gain=2.11233e-05 9.20707e-05 3.56759e-05 8.24102e-05 7.56923e-05 6.87258e-05 7.33314e-05 6.06998e-05
threshold=0.11462500000000002 0.11818000000000002 -1.0000000180025095e-35 -0.017919999999999995 -1.0000000180025095e-35 0.074650000000000008 0.092365000000000017 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.0065226015463869308 0.030069878465529627 -0.011020157100798672 -0.022367577304640326 -0.033875211460441944 0.020220065839053794 0.021706565064598643 -0.023859779569113941 -0.0080682143931976782
leaf_weight=0.0010002901635047068 0.0010536823850044535 0.001130267013467507 0.0011446956578308716 0.0010197767728146469 0.0015606924098926422 0.0018514550795195985 0.0010808251835441769 0.001475809828496313
leaf_count=366 408 191 801 679 711 233 371 150
internal_value=0 0.00880441 -0.0021431 -0.0138712 0.0011874 0.00570479 -0.0014908 0.00647131
internal_weight=0 0.00218395 0.00913355 0.00202007 0.00711348 0.00596878 0.00411733 0.0030365
internal_count=3910 599 3311 1045 2266 1465 1232 861
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 1
split_gain=2.07542e-05 6.92579e-05 3.45192e-05 7.21603e-05 8.51474e-05 9.27864e-05 5.86628e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.024640000000000006 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.10113500000000002
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=0.0058943824367400704 0.0016041863634719154 -0.023407668173568753 -0.013297308193431855 0.027213217170344941 0.0035160130476312706 -0.032735155949372235 0.032045954615957266
leaf_weight=0.0018751792615269809 0.0016137538425809181 0.0014155348389041037 0.0011503287799642398 0.00124354325447666 0.0017416597143651081 0.0011874378815580459 0.0010416284341309336
leaf_count=408 298 1584 556 328 348 207 181
internal_value=0 -0.0067102 0.00272813 0.00542797 0.000576862 -0.01118 0.0135456
internal_weight=0 0.00329071 0.00797835 0.00682802 0.00558448 0.0029291 0.00265538
internal_count=3910 1992 1918 1362 1034 555 479
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=12
num_cat=0
split_feature=14 484 157 3 42 151 49 12 0 16 15
split_gain=0.000199304 0.000185147 0.000155451 6.77445e-05 9.40049e-05 6.30005e-05 8.89049e-05 6.83239e-05 7.48827e-05 6.12595e-05 7.08286e-05
threshold=0.026890000000000004 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 0.060615000000000009 -0.078754999999999978 -0.069934999999999983 -0.036459999999999992 -0.053834999999999994 -0.072804999999999981 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8 9 10 -9
right_child=-2 2 3 5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00074575483563977119 -0.00084463670141792532 0.00083722622792585207 0.00078359256888244099 0.00038435754012571292 -4.6446178620402725e-05 -0.00058683738019641633 -0.00042562931753575248 9.6860523454791466e-05 -0.00025198132424193606 -4.9648617458799263e-05 0.00081240554161590207
leaf_weight=0.0010027425811624342 0.0010007083178960137 0.001090300996809985 0.0010709813696966946 0.0012940991852663595 0.0010282171120574723 0.0011457246056357333 0.0011501304582810035 0.0010163434709984608 0.0015879890125321764 0.0014635255835998067 0.0011157143742034335
leaf_count=583 150 389 154 288 79 152 304 170 184 577 880
internal_value=0 6.35557e-05 0.000131392 6.06122e-05 0.000377028 -1.5095e-05 -8.42087e-05 6.71349e-06 0.000102642 0.000259261 0.000471308
internal_weight=0 0.0129658 0.011963 0.0108727 0.0020992 0.00877353 0.00747943 0.0063337 0.00518357 0.00359558 0.00213206
internal_count=3910 3760 3177 2788 233 2555 2267 2115 1811 1627 1050
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=10
num_cat=0
split_feature=484 15 51 42 48 52 3 1 16
split_gain=8.17997e-05 5.50494e-05 6.25786e-05 8.53574e-05 0.000119264 6.87244e-05 0.000100849 5.84254e-05 4.9556e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 1.0000000180025095e-35 0.083775000000000002 0.10433000000000002 -0.10628499999999998 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 -3
right_child=1 8 3 4 -6 -7 7 -9 -10
leaf_value=-0.00052029266613578119 0.00048816901071196945 2.5305336985731274e-05 0.00057945012993853705 -0.00065719159432369801 0.00023552104883031778 0.00059231275141264327 -0.00035656202255710413 0.00014326854517842622 -0.00054338860358558452
leaf_weight=0.0010680101153093856 0.0014440139481253838 0.0013658452270837521 0.001118647986083153 0.001329726253497995 0.001014208817706903 0.0011902733301912575 0.0017146437600301656 0.0018903844294455427 0.0010359272695017975
leaf_count=627 355 518 124 508 197 141 282 325 833
internal_value=0 4.57901e-05 0.000111584 4.57324e-05 -0.000270919 0.000171234 6.51307e-05 -9.44637e-05 -0.000219982
internal_weight=0 0.0121037 0.0097019 0.00825788 0.00234394 0.00591395 0.00472368 0.00360503 0.00240177
internal_count=3910 3283 1932 1577 705 872 731 607 1351
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=10
num_cat=0
split_feature=14 147 52 13 2 48 2 0 15
split_gain=0.000273745 0.000149674 7.49746e-05 8.54203e-05 8.65233e-05 8.35402e-05 8.29296e-05 8.25026e-05 0.000107731
threshold=0.054835000000000009 1.0000000180025095e-35 0.11588000000000002 -0.090744999999999978 0.11230000000000001 0.091505000000000017 0.099990000000000009 -0.053834999999999994 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-4.0354764497492608e-05 -0.00099144818644014915 0.00075632049314720872 -0.0003847103942874843 -0.00027098136737072981 -0.00052041402149294509 0.00056258060294737326 0.00063979855789974345 -0.00040471180937575298 0.0004372492909952739
leaf_weight=0.0011825620809343882 0.0010087252697222803 0.0011135870886629972 0.0016400054139106097 0.0014737681823686092 0.0012249027560304066 0.0010204471964394115 0.0016520676094795609 0.0016975720834248899 0.0018780114393578658
leaf_count=273 147 216 603 350 328 194 170 267 1362
internal_value=0 6.92362e-05 4.22594e-06 6.71973e-05 -4.5047e-05 5.08834e-05 0.000356049 -5.25279e-05 0.000125842
internal_weight=0 0.0128829 0.0117693 0.0101293 0.0072947 0.0060698 0.00283463 0.00504935 0.00335178
internal_count=3910 3763 3547 2944 2501 2173 443 1979 1712
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=11
num_cat=0
split_feature=14 484 51 1 12 4 0 52 52 4
split_gain=0.000243801 0.000128231 0.000104283 5.87601e-05 0.00010602 0.000116391 0.000108935 9.20369e-05 0.000107603 2.58712e-05
threshold=0.020750000000000005 -1.0000000180025095e-35 -0.09021499999999999 0.11235500000000002 0.099370000000000014 -0.0017649999999999999 -0.17106499999999999 -0.084699999999999984 0.084890000000000007 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -9 -5
right_child=-2 2 3 9 -6 6 -8 8 -10 -11
leaf_value=-0.00058843648070673409 -0.00093572985843528688 0.00058684372798796156 -0.00017887976654278113 0.00010711926097025718 -0.00062556822016175283 0.00021239914943108141 -0.00051948613405076386 0.00097131168478929416 0.00013928744362287103 0.00052893704803500116
leaf_weight=0.0010547252277941397 0.0010091285722908629 0.001621204938338029 0.0010416340392306522 0.0010602805923274606 0.0010032080490551291 0.0013522324655108608 0.0018537292931501172 0.0010985131160923612 0.0013105665112177209 0.0011824494452909358
leaf_count=598 153 379 259 161 311 99 416 575 667 292
internal_value=0 6.59568e-05 0.000125851 5.03792e-05 -3.13493e-05 5.82037e-05 -0.000210787 0.000308115 0.000518681 0.000329517
internal_weight=0 0.0125785 0.0115238 0.00990261 0.00765988 0.00665668 0.00320596 0.00345071 0.00240908 0.00224273
internal_count=3910 3757 3159 2780 2327 2016 515 1501 1242 453
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=9
num_cat=0
split_feature=1 150 151 52 0 15 13 2
split_gain=2.10026e-05 4.08074e-05 4.97136e-05 4.88953e-05 8.38261e-05 4.17566e-05 3.71674e-05 2.28883e-05
threshold=0.12864500000000004 0.077110000000000012 -0.07299499999999999 0.11588000000000002 -0.076099999999999987 -0.008624999999999999 -0.073799999999999991 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -6 -1
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=-0.031715730293081661 0.0099841130788304814 0.023671291215166711 -0.0058216894047477758 -0.025901011623369496 0.025064025382421917 0.00073212976524570294 0.0015009016066159617 -0.01073839986679808
leaf_weight=0.0010803230531965277 0.001765595747201411 0.0012116818681633767 0.0010817867145114326 0.0010145815282851106 0.0010845263147207032 0.0013964818718665527 0.0017489406800020677 0.0010030654854220927
leaf_count=626 331 277 195 528 147 1038 624 144
internal_value=0 -0.00188112 0.00976 -0.00552452 -0.00224993 -0.0126476 0.0105198 -0.021616
internal_weight=0 0.00962139 0.00229347 0.00732792 0.00631334 0.00347987 0.00283347 0.00208339
internal_count=3910 3579 472 3107 2579 1808 771 770
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=8
num_cat=0
split_feature=1 4 151 1 2 3 16
split_gain=2.11274e-05 5.6091e-05 3.23864e-05 4.98733e-05 5.58646e-05 4.80606e-05 7.04716e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 0.12864500000000004 1.0000000180025095e-35 -0.010319999999999998 -0.091624999999999984
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=0.004513406275292369 -0.012559201937378731 -0.021767645417546999 -0.013225344149522839 0.022024793741360526 0.024863353759433986 0.016079636324033714 -0.018499813548284356
leaf_weight=0.0018940942214628238 0.0019660594213111379 0.0014216167664247955 0.0010980799134934181 0.001412776928808015 0.0011877263314644879 0.0012853012216434145 0.0010884490818452363
leaf_count=408 775 1584 156 310 339 136 202
internal_value=0 -0.00675464 0.00273232 0.0052571 0.000971462 0.00844086 0.000223727
internal_weight=0 0.00331571 0.00803839 0.00694031 0.00552754 0.00356148 0.00237375
internal_count=3910 1992 1918 1762 1452 677 338
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=9
num_cat=0
split_feature=11 43 15 0 52 13 1 15
split_gain=2.17935e-05 3.45715e-05 6.09822e-05 8.97222e-05 5.33096e-05 5.2689e-05 0.000146042 5.8876e-05
threshold=0.079700000000000007 -0.044024999999999988 -0.053579999999999996 -0.017269999999999997 0.10701500000000001 -0.10939499999999998 0.11052000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -7
right_child=-2 4 3 -5 -6 6 -8 -9
leaf_value=0.024133526223973939 -0.013930918387936446 0.008095759915244605 -0.020031912525392662 0.020055410705497573 0.016462976308178157 0.010285149143178303 -0.045844326047606798 -0.019631139665929533
leaf_weight=0.0015567276955172696 0.0010261851325810414 0.001571778612746 0.0012152876861520798 0.0010328159688095628 0.0011482837781387131 0.0016487798691390302 0.0010279675880984496 0.0010945601970516411
leaf_count=823 254 230 829 115 296 389 119 855
internal_value=0 0.00135111 0.0089198 -0.00161513 -0.00308519 -0.00728629 -0.0136971 -0.0016511
internal_weight=0 0.0102962 0.00380483 0.0022481 0.00649137 0.00534309 0.00377131 0.00274334
internal_count=3910 3656 1767 944 1889 1593 1363 1244
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=9
num_cat=0
split_feature=4 2 2 2 4 0 12 2
split_gain=2.21477e-05 5.35706e-05 5.6185e-05 4.95294e-05 4.03464e-05 4.14122e-05 3.35176e-05 1.15251e-05
threshold=0.0057500000000000008 0.10836000000000003 0.087005000000000013 0.096540000000000015 0.055260000000000011 -0.11756999999999999 0.098355000000000012 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -2 -6 -7 -1
right_child=4 -3 3 -5 5 6 -8 -9
leaf_value=-0.005022445782888775 0.020326734753764876 0.013584039595478881 -0.036802211782095313 -0.0074903899400746684 -0.010988715873806851 -0.0019841081235209262 0.021535881464731326 0.010085657973449763
leaf_weight=0.0010148880682639915 0.0012403321728730399 0.0012729702784448184 0.0010215523661575051 0.0013231199898252207 0.0019454015513794532 0.0013523657555116139 0.0010976932668797332 0.0010048558724186341
leaf_count=673 221 330 825 308 280 451 165 657
internal_value=0 -0.004466 -0.00973066 -0.0202613 0.00439885 -9.57608e-05 0.00855349 0.00249408
internal_weight=0 0.00563739 0.00436442 0.00234467 0.00563579 0.00439546 0.00245006 0.00201974
internal_count=3910 2793 2463 1133 1117 896 616 1330
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=9
num_cat=0
split_feature=147 11 3 2 3 1 48 2
split_gain=1.91275e-05 5.61196e-05 5.38628e-05 4.16107e-05 5.03116e-05 4.14829e-05 6.55145e-05 3.78909e-05
threshold=0.087265000000000023 0.077330000000000024 -0.10628499999999998 0.113945 -0.075954999999999981 0.099595000000000017 0.084795000000000023 0.093815000000000009
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=0.018207085094790465 0.013148503308038115 -0.022747318853052638 -0.017523031009461978 -0.017051381517058137 -0.0047056025804367053 0.017740571238367153 -0.022144382150593892 0.022169671414724798
leaf_weight=0.0015525755471893837 0.0010028057719690424 0.0010922223674633318 0.0011351296318899452 0.0015167739990134908 0.0010397865991617272 0.0018358728407448059 0.0010099435103667342 0.0010587875030106768
leaf_count=218 191 269 1780 466 249 346 178 213
internal_value=0 -0.00132274 0.001235 -0.00223385 0.00146296 0.00582175 -0.00121744 0.0088537
internal_weight=0 0.0102411 0.00914887 0.00759629 0.00607952 0.00494439 0.00310852 0.00209857
internal_count=3910 3719 3450 3232 2766 986 640 462
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=11
num_cat=0
split_feature=147 15 16 47 12 51 12 13 1 16
split_gain=8.70634e-05 7.11969e-05 7.84735e-05 6.54581e-05 9.18373e-05 7.49813e-05 0.000117365 0.000122629 8.9237e-05 7.07322e-05
threshold=0.088565000000000019 -0.24219999999999997 -0.41862999999999995 0.10783500000000001 0.098845000000000016 -0.0093849999999999992 0.090840000000000018 -0.088444999999999982 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.00037904203246779615 0.00052735476722779557 -0.0005448143304364998 -0.0004431694001382565 0.00033657569634137652 -0.00060441783342837709 -0.00066214721389378937 0.00064351439055165631 0.00027484726364444985 0.00054596087999827885 -0.00039702770731867059
leaf_weight=0.0013136849866895598 0.0010802542178507133 0.0013606867651588779 0.0013360561476642449 0.0014872161094849562 0.0012310946214304517 0.0010286129054946505 0.0011158466517150814 0.0010553351519484019 0.0011870086332273181 0.0014036978522998247
leaf_count=304 168 232 612 190 448 314 517 356 158 611
internal_value=0 -5.28174e-05 -0.000103447 -4.24439e-05 -0.000109889 -2.44606e-05 7.21491e-05 -6.42366e-05 0.000104445 -0.000108681
internal_weight=0 0.0125192 0.0112056 0.00984487 0.00835765 0.00712656 0.0057905 0.00467465 0.00364604 0.00245903
internal_count=3910 3742 3438 3206 3016 2568 1956 1439 1125 967
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 3
split_gain=2.27457e-05 4.08141e-05 3.37674e-05 7.8846e-05 7.36638e-05 9.76169e-05 5.74594e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 -0.0038649999999999999
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=0.0025858624672905669 0.031828272986341985 -0.019912797347652601 -0.011698939257270939 0.03075313138099104 0.0050353027337387193 -0.032275609111721053 0.0015071155487361
leaf_weight=0.0018883899319767294 0.0010113655937269202 0.0014070999106563394 0.0013273162816346785 0.0010613869979120075 0.0017463808973209032 0.0011716792160962584 0.0016359243228578056
leaf_count=408 311 1584 583 301 348 207 168
internal_value=0 -0.00702056 0.00285958 0.00577561 0.00101206 -0.00994603 0.013091
internal_weight=0 0.00329549 0.00795405 0.00662674 0.00556535 0.00291806 0.00264729
internal_count=3910 1992 1918 1335 1034 555 479
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=9
num_cat=0
split_feature=2 3 4 16 3 150 52 12
split_gain=2.20183e-05 7.3086e-05 3.44775e-05 8.19812e-05 7.88139e-05 4.1928e-05 9.74925e-05 6.30097e-05
threshold=0.11462500000000002 0.11818000000000002 -0.0040999999999999986 -0.010344999999999998 -0.075679999999999983 0.087235000000000021 -0.023079999999999996 0.090195000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -4 -8
right_child=1 -3 5 4 -6 -7 7 -9
leaf_value=-0.02848836722002895 0.028121954393021328 -0.0086835546710078496 0.030858820886485557 -0.017915979956960173 0.016599246037684461 -0.011193146474643893 -0.018752460898752689 0.01494701964500586
leaf_weight=0.0014122160864458349 0.0010405335778755781 0.0011205103837390177 0.0013110295060116731 0.0011893101797575568 0.0014909520723498278 0.0014076038129508511 0.0012241750189859388 0.0010147425569423433
leaf_count=1369 408 191 236 616 308 157 386 239
internal_value=0 0.00903814 -0.00219649 -0.00898984 0.00128384 0.00341144 0.00920236 -0.00347888
internal_weight=0 0.00216104 0.00905003 0.00409248 0.00268026 0.00495755 0.00354995 0.00223892
internal_count=3910 599 3311 2293 924 1018 861 625
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=8
num_cat=0
split_feature=49 3 12 0 0 3 43
split_gain=2.25231e-05 9.58485e-05 6.37265e-05 7.48372e-05 6.91683e-05 6.48571e-05 3.88215e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.080120000000000011 -0.014809999999999999 -0.08824499999999999 0.096385000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.03244749465470359 0.0010796623650599355 -0.0055933308073480119 -0.020278495750390139 -0.030661826529102699 0.013712845338265412 -0.0081958729506411525 0.02658652762463903
leaf_weight=0.0010097304182287801 0.0010058986522989387 0.0019252279745839646 0.001086922375668601 0.0013915800439359663 0.0013326117276050036 0.0019454492584179829 0.0014668358129578773
leaf_count=180 296 379 603 172 1808 271 201
internal_value=0 0.00749407 -0.00270937 -0.0121843 -0.00155702 0.00546366 0.0162104
internal_weight=0 0.00293496 0.0082293 0.00381111 0.00241953 0.00441818 0.00247273
internal_count=3910 559 3351 2583 2411 768 497
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=11
num_cat=0
split_feature=484 15 3 49 15 0 43 4 0 12
split_gain=0.000147049 5.31873e-05 8.27362e-05 7.29695e-05 7.11755e-05 0.000103077 5.56419e-05 8.17217e-05 8.51219e-05 3.26913e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.13927999999999999 -0.0057999999999999987 0.079360000000000014 -0.014809999999999999 -0.079109999999999986 0.097045000000000006 -0.10209999999999998 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -4 8 -8 -7
right_child=1 3 6 4 -6 9 7 -9 -10 -11
leaf_value=-0.0007251927359196703 0.00069542515711798415 -0.0004492574319932341 -0.00029924686257801729 0.000614451466329231 -0.00039497390044807343 0.00016016630093097184 9.2033310084424857e-05 -0.00013205653991220999 0.00083143981862602743 -0.00033967208359603478
leaf_weight=0.0010037902089008325 0.0010071835712274707 0.0015171333583016856 0.0011503583657911732 0.0013250185532537773 0.0010527006680146412 0.0010057988400474743 0.0013426495253728245 0.0017756180656093444 0.0010801726871419992 0.0010065026137928805
leaf_count=612 123 276 495 190 1191 102 129 340 336 116
internal_value=0 5.5399e-05 0.000179888 -7.85486e-05 4.95634e-05 0.000189785 8.28119e-05 0.000187495 0.000421685 -8.98403e-05
internal_weight=0 0.0122631 0.00635598 0.00590715 0.00439002 0.00333732 0.0053488 0.00419844 0.00242282 0.0020123
internal_count=3910 3298 1423 1875 1599 408 1300 805 465 218
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=9
num_cat=0
split_feature=475 42 151 43 4 42 2 0
split_gain=2.03187e-05 3.90302e-05 5.11642e-05 6.69741e-05 8.05009e-05 7.09957e-05 5.3805e-05 5.31238e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.17888000000000001 0.092395000000000019 0.10742000000000002 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.01248698226942767 -0.01403603013812494 -0.016289489780904776 0.038217600195355569 -0.0015804738645872345 0.018400596674603413 0.0021982935647426758 0.0085984114895064443 -0.032145838997153786
leaf_weight=0.0011713066817484212 0.0014018640200409065 0.0010894324425795984 0.0011834667252179083 0.0011233711868476784 0.0017445190329260065 0.0010178677776755383 0.0012767227073190242 0.0011514990262281681
leaf_count=621 994 242 486 156 232 280 205 694
internal_value=0 0.00143467 0.00396036 0.00690281 0.000809389 0.0215628 -0.0078313 -0.0170521
internal_weight=0 0.00998874 0.00858688 0.00749745 0.00529611 0.00220133 0.00355159 0.00227487
internal_count=3910 3289 2295 2053 1287 766 1055 850
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=8
num_cat=0
split_feature=12 13 16 12 2 160 2
split_gain=2.00611e-05 3.97292e-05 5.68709e-05 5.25511e-05 6.53846e-05 4.00632e-05 6.89513e-05
threshold=0.11655500000000001 0.11202500000000001 0.15100500000000003 0.090965000000000018 0.11542500000000001 -1.0000000180025095e-35 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.014075313678299098 -0.013134178844126682 0.017091340108563925 -0.01837344424413451 -0.016348717092631155 0.02660898749744885 -0.0087180151203329944 0.020048505162334109
leaf_weight=0.0012741435728086592 0.0010560995926031458 0.0013834989924815704 0.0015710592090503826 0.0012083546698101544 0.0012732564614233409 0.0015490004104448108 0.001803222986602563
leaf_count=697 187 224 541 759 282 764 456
internal_value=0 0.00135342 -0.00115531 0.00265037 0.00654174 0.00101889 0.00675603
internal_weight=0 0.0100625 0.00867904 0.00710798 0.00589962 0.00462637 0.00335222
internal_count=3910 3723 3499 2958 2199 1917 1220
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=9
num_cat=0
split_feature=50 133 12 156 160 16 1 4
split_gain=1.94122e-05 3.75274e-05 5.36397e-05 5.5367e-05 7.67839e-05 6.18406e-05 7.2292e-05 5.2065e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.083375000000000019 0.087825000000000014 -0.52908499999999992 0.10786000000000001 -0.060264999999999992
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=-0.01688736125916156 -0.013248354223729865 -0.016196950556696562 -0.0077722653100683742 -0.014616987546937391 -0.015480183179764198 0.024078507522633495 0.036073501211632802 -0.0020877510747270142
leaf_weight=0.0011350558163167974 0.0010083517082528021 0.0010924094556543787 0.0010448204720524589 0.001083543779371152 0.0010250735335930947 0.0014177848429673505 0.0016388291881737813 0.0016401248247374426
leaf_count=346 715 729 117 380 228 721 217 457
internal_value=0 0.00130421 0.00343197 0.00636994 0.00973059 0.0142316 0.0191265 0.0100441
internal_weight=0 0.0100776 0.00898523 0.00785018 0.00676663 0.00574156 0.00469674 0.00305791
internal_count=3910 3195 2466 2120 1740 1512 1395 1178
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=11
num_cat=0
split_feature=14 484 157 132 13 2 3 3 39 4
split_gain=0.000242489 0.000218376 0.000126056 6.2763e-05 7.91464e-05 7.50739e-05 7.1957e-05 0.000119494 7.05249e-05 0.000115006
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 0.024060000000000002 -0.083514999999999992 0.10393500000000001 -0.075679999999999983 0.11265500000000002 0.005105000000000001 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 9 -8
right_child=-2 2 3 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00079635296120570374 -0.00092156690750227186 0.00078335089825207888 0.00052578261545983157 0.00054827291309814704 -0.00041490941509280039 -9.2315683444510322e-05 -0.00039310776651246018 -0.00045253868647087065 0.00064991558792291699 0.00048734561434126203
leaf_weight=0.0010300950788709696 0.0010243793626757 0.001080456694042632 0.0019532197096252335 0.0010017167847618828 0.001872812605045019 0.0012320522461726473 0.001154354810020177 0.0013536762807651037 0.0010810788759248306 0.0011275019621091271
leaf_count=583 153 389 524 287 1031 185 301 94 233 130
internal_value=0 6.96185e-05 0.000144852 8.08353e-05 3.2932e-05 0.000286704 -8.97394e-05 3.9375e-05 0.000237384 4.19383e-05
internal_weight=0 0.012887 0.0118569 0.0107764 0.0097747 0.00318527 0.00658942 0.00471661 0.00336294 0.00228186
internal_count=3910 3757 3174 2785 2498 709 1789 758 664 431
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=9
num_cat=0
split_feature=3 39 4 47 43 52 1 4
split_gain=2.08399e-05 5.58898e-05 5.02679e-05 6.45945e-05 9.06956e-05 5.60771e-05 0.000103818 3.51704e-05
threshold=0.13772500000000001 0.085060000000000011 -0.23071499999999998 0.09252500000000001 -0.079109999999999986 -0.072349999999999984 0.089075000000000015 0.26048500000000002
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=-0.024617475108781817 0.010508561566604993 0.018105954420428866 -0.017091406922209864 -0.02285169226470132 -0.0081287280426855808 -0.0088927469155329376 0.043178787558854861 0.017127306607215332
leaf_weight=0.0011045117241344623 0.0016082616495332351 0.0012276425911988695 0.001682377985490582 0.0012009054972092767 0.0011885009797935548 0.0010073886077229489 0.0010434202333928985 0.0010295435549167939
leaf_count=243 239 383 969 304 252 1116 286 118
internal_value=0 -0.00180215 -0.00476219 -0.00169592 0.00257313 0.010323 0.0174423 0.0302402
internal_weight=0 0.00948429 0.00825665 0.00715214 0.00595123 0.00426885 0.00308035 0.00207296
internal_count=3910 3671 3288 3045 2741 1772 1520 404
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=9
num_cat=0
split_feature=132 13 2 0 49 15 16 12
split_gain=1.88189e-05 5.14821e-05 4.9255e-05 4.54669e-05 5.31844e-05 7.04333e-05 0.000129867 4.0798e-05
threshold=0.080815000000000012 -0.090744999999999978 0.099990000000000009 -0.053834999999999994 -0.07107999999999999 -0.064869999999999983 -0.072804999999999981 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -5
right_child=-2 3 -4 7 5 -7 -8 -9
leaf_value=-0.0040397188017727128 0.013064906145738939 -0.018871846611467159 0.024171315612035494 -0.0046724081795010306 0.01447816627732927 0.021256109989868009 -0.032512653611814317 -0.031154435106601253
leaf_weight=0.0011491578422623211 0.0010006388763385303 0.0011836894537341144 0.0013412072951218528 0.0012482158764320693 0.0013722710402909401 0.0016332274316114182 0.0010292394617931958 0.0010895520136092137
leaf_count=335 395 192 210 234 387 1461 442 254
internal_value=0 -0.00131565 0.0111536 -0.00542525 -0.000233343 0.00523472 -0.00566116 -0.0170148
internal_weight=0 0.0100466 0.00249037 0.0075562 0.00521843 0.00403474 0.00240151 0.00233777
internal_count=3910 3515 545 2970 2482 2290 829 488
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=11
num_cat=0
split_feature=484 1 52 2 13 13 3 3 2 16
split_gain=7.99676e-05 6.07764e-05 7.59019e-05 4.97596e-05 4.68271e-05 0.000118724 5.29868e-05 0.000147088 0.000108617 5.98036e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.081429999999999989 0.091985000000000011 -0.16277999999999995 -0.083924999999999986 -0.069909999999999986 -0.13927999999999999 0.11230000000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 -7 9 -8
right_child=1 -3 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.00052104166621405579 5.3204579599547021e-05 0.00049665174571091844 -0.00038740050914217036 0.00058518441948224331 0.00051614462385984894 0.00015727461630428446 -9.2243288934561421e-05 -0.00085884398240834671 -0.00048335457958251113 0.00055219837837886985
leaf_weight=0.0010673117450663927 0.0015902456667513474 0.0010206902472900932 0.0016834720360980205 0.0011758378261008543 0.001279873959075274 0.0010303534666642519 0.0010134867250799534 0.0011692432882786899 0.0011431349164432326 0.0012201583826708356
leaf_count=627 362 216 109 398 563 112 138 1044 164 177
internal_value=0 3.8424e-05 -2.94486e-06 0.000279345 -9.43806e-05 -2.2433e-05 -0.000146046 -0.000382865 8.21571e-06 0.000259792
internal_weight=0 0.0123265 0.0113058 0.00276608 0.00853972 0.00685625 0.00557638 0.0021996 0.00337678 0.00223365
internal_count=3910 3283 3067 760 2307 2198 1635 1156 479 315
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=9
num_cat=0
split_feature=49 3 42 43 1 1 43 15
split_gain=2.24223e-05 8.96173e-05 5.92241e-05 4.39498e-05 5.61605e-05 6.89035e-05 4.10869e-05 1.54122e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.091955000000000023 0.0050750000000000005 0.12646500000000002 0.094890000000000016 -0.077544999999999989 -0.13823999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -7
right_child=2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.03169462435860234 0.0034954419451953579 -0.0051698062098229549 -0.023155411512166976 0.016767188235639302 -0.023641428999727487 0.0068032387882614401 -0.022418411907276108 0.02435421767467693
leaf_weight=0.0010043457454972171 0.001225588660052655 0.0019202735360176817 0.001207514237984539 0.0013863542422835771 0.0010765333807502249 0.0010010852207724755 0.0012217883424473089 0.0010002664023635219
leaf_count=180 840 379 756 389 147 116 851 252
internal_value=0 0.00748984 -0.00272212 0.000847735 -0.00314665 0.00181282 -0.00944137 0.0155751
internal_weight=0 0.00292462 0.00811913 0.00691162 0.00552526 0.00444873 0.00244738 0.00200135
internal_count=3910 559 3351 2595 2206 2059 1691 368
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=10
num_cat=0
split_feature=147 15 42 1 484 0 1 150 15
split_gain=7.11836e-05 6.79366e-05 0.000107327 9.86298e-05 9.70024e-05 8.95179e-05 7.30457e-05 5.24591e-05 6.83288e-05
threshold=0.088565000000000019 1.0000000180025095e-35 0.083970000000000017 0.077350000000000016 0.042570000000000004 -0.06402999999999999 0.11368000000000002 0.082085000000000019 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -4 7 8 -1
right_child=-2 3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00051075467938727721 0.0004995682572369295 6.9630428029223822e-05 -0.0006153213158318837 -0.00077501646166310424 0.00068829220693495438 0.00011874003336760586 0.00041464544320083307 0.00027853543942677812 5.6729565865576332e-05
leaf_weight=0.0015013392761614305 0.0010068413923472195 0.0010425289886284925 0.0015488004225901052 0.0010843626434312 0.0010916924348340308 0.001086968276296989 0.0015879870306806983 0.0011866375276122811 0.001786362115442322
leaf_count=452 168 959 809 511 214 189 244 122 242
internal_value=0 -4.33721e-05 2.56345e-05 -0.000361 0.000150251 -0.000312601 5.33616e-05 -7.48615e-05 -0.000202414
internal_weight=0 0.0119167 0.00978979 0.00212689 0.00715402 0.00263577 0.00606233 0.00447434 0.0032877
internal_count=3910 3742 2272 1470 1274 998 1060 816 694
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=9
num_cat=0
split_feature=150 151 1 12 0 15 15 12
split_gain=1.90853e-05 7.93235e-05 3.80349e-05 4.34675e-05 6.83608e-05 6.43265e-05 4.23731e-05 2.95692e-05
threshold=0.077110000000000012 -0.051109999999999996 0.12864500000000004 0.098845000000000016 -0.074514999999999984 -0.0089749999999999986 -0.12259499999999998 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.0071906763039013668 0.025261808298511608 -0.0098028312258041199 0.013182525218224678 -0.022260515694236187 0.0016136682449713236 0.0068117863140590949 -0.035303560423259071 0.02385859188550081
leaf_weight=0.0010647897602488719 0.0012743896692317693 0.0013066288510028066 0.0013341212284713562 0.0012364451376606963 0.001389136139152339 0.0013049928075142816 0.001079881895905181 0.0010486432123555049
leaf_count=258 326 197 280 491 298 1182 572 306
internal_value=0 0.00751049 -0.00231342 -0.00521542 -0.00163571 -0.0106941 -0.021346 0.0111826
internal_weight=0 0.00258102 0.00845801 0.00712389 0.00588744 0.00344966 0.00214467 0.00243778
internal_count=3910 523 3387 3107 2616 2012 830 604
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=9
num_cat=0
split_feature=15 42 15 2 0 0 15 16
split_gain=1.93761e-05 4.19979e-05 0.000104157 4.85702e-05 7.75476e-05 5.03108e-05 5.4898e-05 3.20284e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.035939999999999993 0.086245000000000002 -0.097024999999999986 -0.14136999999999997 -0.095799999999999982 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.03858723614524609 -0.010743970042729829 0.0059480815912804257 -0.034526945178777378 -0.025492864494138592 0.00087755924364312323 0.021300222468964944 0.0055001152944961981 -0.0023124967235753358
leaf_weight=0.0010021238100596467 0.00146014234873442 0.0017428390136415767 0.0010009368090676308 0.0011824721681634415 0.0011963777364340641 0.0012447282946739001 0.0011061463487330165 0.0010667283640424755
leaf_count=101 1436 828 356 146 238 423 128 254
internal_value=0 0.00162558 -0.00881732 0.00584013 0.0180664 -3.1492e-06 -0.0105132 0.010403
internal_weight=0 0.00954235 0.00274378 0.00679858 0.0021985 0.00460008 0.00228862 0.00231146
internal_count=3910 2474 1184 1290 339 951 274 677
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=9
num_cat=0
split_feature=42 51 12 43 2 13 15 3
split_gain=1.96165e-05 4.28992e-05 3.76954e-05 4.61858e-05 6.41564e-05 5.31068e-05 3.66677e-05 2.33673e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.092175000000000021 -0.089899999999999994 -0.074174999999999977 -0.00088499999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -5
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.010620446064941079 -0.01483814830992224 0.025817647836200483 -0.010045281404793983 -0.020099445248794881 0.03097578771773098 0.016903387895422773 -0.008553689953759781 0.00072842592424361046
leaf_weight=0.001504448818681353 0.0013491029470938517 0.0011539134300917898 0.0014739355590425189 0.0010722544169077049 0.0010610754668877731 0.0011046908241911508 0.0011598743371868162 0.0010824539010471155
leaf_count=1060 521 418 274 845 209 190 243 150
internal_value=0 0.00167313 0.0044204 0.00763424 0.00380564 0.0125147 0.00386468 -0.00963621
internal_weight=0 0.0094573 0.0081082 0.00663426 0.00548035 0.00332564 0.00226457 0.00215471
internal_count=3910 2850 2329 2055 1637 642 433 995
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 0 3
split_gain=1.90144e-05 5.09576e-05 3.35002e-05 7.36983e-05 6.36246e-05 5.98685e-05 6.76097e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 -0.062769999999999979 -0.055679999999999993 -0.066689999999999985 -0.15713499999999997 -0.077894999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0044742807145249216 0.019378013026114804 -0.021027721434736239 -0.0057336050222306515 -0.031644484966091874 0.0013266063540458303 0.0013487745158499143 0.034375325641793811
leaf_weight=0.0018209538553263514 0.0010388779879257973 0.0013753284736866078 0.0018671888997759184 0.0011057559949527078 0.0012433992945586952 0.0012312820138661298 0.0012482123790380946
leaf_count=408 291 1584 225 398 256 366 382
internal_value=0 -0.00649898 0.00267011 7.78286e-05 -0.014193 0.00779047 0.0179748
internal_weight=0 0.00319628 0.00773472 0.00669584 0.00234916 0.00434668 0.00247949
internal_count=3910 1992 1918 1627 654 973 748
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=8
num_cat=0
split_feature=52 160 0 12 49 12 3
split_gain=1.93093e-05 4.12429e-05 4.10823e-05 4.5009e-05 3.05914e-05 8.08865e-05 7.69031e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.15007499999999999 0.051320000000000005 -0.029304999999999998 0.091555000000000011 -0.021064999999999997
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=-0.010346021936509782 -0.019356041558431986 0.01513942406642804 0.027133148431012607 0.0006988095133483417 0.024359849079425903 -0.020974838159355309 -0.0072760473920758231
leaf_weight=0.001098534166383832 0.0012730737784410542 0.001148094010088219 0.0011814794510220218 0.0014161782691862095 0.0013533681383237331 0.0016475655930184695 0.0017777180285729265
leaf_count=96 924 157 379 715 777 590 272
internal_value=0 -0.0030257 0.00586589 0.0127218 0.000482076 -0.00303942 0.00639813
internal_weight=0 0.00719982 0.00369619 0.00259766 0.00592675 0.00477865 0.00313109
internal_count=3910 2720 1190 1094 1796 1639 1049
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=9
num_cat=0
split_feature=15 15 15 3 150 3 3 12
split_gain=2.04346e-05 5.55434e-05 3.4503e-05 8.90614e-05 8.76045e-05 5.83154e-05 5.86992e-05 6.47488e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.03231499999999999 -0.074234999999999982 0.082965000000000025 0.10666500000000002 -0.016619999999999996 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4
right_child=1 2 5 4 -6 -7 -8 -9
leaf_value=0.01220851279970591 -0.023629567398843684 0.031719313676230348 0.015314181428976141 -0.02317483267760392 0.016106816794994049 0.012702751857635681 -0.029809758626173011 -0.016453158137097811
leaf_weight=0.0012160327789613309 0.0010187799877641361 0.0011378226235492887 0.0011453580372258103 0.0010809395627711454 0.0011958007166093787 0.001484932280555149 0.001125714125833312 0.0014588038311276026
leaf_count=302 312 619 270 307 196 114 189 1601
internal_value=0 -0.00154731 0.00105971 0.00887402 -0.00254313 -0.00405696 -0.0107293 -0.0024813
internal_weight=0 0.00964815 0.00862937 0.00341456 0.00227674 0.00521481 0.00372988 0.00260416
internal_count=3910 3608 3296 1122 503 2174 2060 1871
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=10
num_cat=0
split_feature=484 15 15 16 1 2 49 2 0
split_gain=0.000121151 6.63483e-05 5.97665e-05 4.34361e-05 4.83884e-05 7.62968e-05 8.09855e-05 6.77712e-05 6.56159e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 0.3935300000000001 0.11327500000000001 0.10113500000000002 -1.0000000180025095e-35 0.11260500000000001 -0.072559999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7 -8
right_child=1 2 3 -5 -6 7 8 -9 -10
leaf_value=-0.00064392496500768719 0.00049845682984603964 -0.00041634150388340796 -0.0001665612926500404 -0.00028641820164534369 0.00047225506687331676 -0.00061171461302716762 0.00010293244551289372 9.7269822460406942e-05 0.00067481451873243161
leaf_weight=0.0010359694956733273 0.0011710324690921781 0.0011454810701461903 0.001654444966149817 0.0012191840622094155 0.0012094208360162876 0.0010660063327815408 0.001647095284650663 0.0010089983955013525 0.001450775712205903
leaf_count=627 278 257 333 303 190 216 1344 143 219
internal_value=0 5.59767e-05 6.16054e-06 5.84479e-05 0.000110765 4.67286e-05 0.000183695 -0.000266962 0.000370753
internal_weight=0 0.0115724 0.0104014 0.00925593 0.00803674 0.00682732 0.00475232 0.002075 0.00309787
internal_count=3910 3283 3005 2748 2445 2255 1896 359 1563
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 150
split_gain=1.74687e-05 4.3133e-05 3.17305e-05 6.99978e-05 6.57634e-05 9.04051e-05 4.22986e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.082085000000000019
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=0.0038963185830123205 0.00084683902797107614 -0.01962189361737891 -0.011713775061015973 0.029481858027085462 0.005095322556087729 -0.031519882274991952 0.026695024761113951
leaf_weight=0.0018093821387057335 0.0014049320212503021 0.0013705155906102743 0.0012922555233038195 0.0010199329274062632 0.0016705392343928352 0.0011307708014869479 0.0011523713475530516
leaf_count=408 293 1584 583 301 348 207 186
internal_value=0 -0.00623988 0.00257533 0.00547022 0.000899954 -0.00968469 0.0124945
internal_weight=0 0.0031799 0.0076708 0.00637855 0.00535861 0.00280131 0.0025573
internal_count=3910 1992 1918 1335 1034 555 479
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=8
num_cat=0
split_feature=4 2 13 2 4 15 0
split_gain=1.9404e-05 4.92189e-05 4.88851e-05 6.4595e-05 3.54372e-05 4.0796e-05 0.000106453
threshold=0.0057500000000000008 0.10910500000000002 -0.084184999999999996 0.087005000000000013 0.055260000000000011 -0.14487999999999998 -0.11524
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7
right_child=4 -3 3 -5 5 6 -8
leaf_value=-0.025738401635544778 0.019438213526220299 0.014364776912224262 0.012009440170258463 -0.017244890520440131 0.012160266770896083 -0.032644510976106093 0.0088358845161200239
leaf_weight=0.0012545509893357606 0.0011933265717018575 0.001124708039830829 0.0015479660028474252 0.0014730021170761131 0.0016558156119517073 0.0010401614917924741 0.0015268901903451339
leaf_count=680 221 317 924 872 366 162 368
internal_value=0 -0.00424899 -0.00914548 -0.00225476 0.004222 -7.7904e-05 -0.00797184
internal_weight=0 0.00540023 0.00427552 0.00302097 0.00541619 0.00422287 0.00256705
internal_count=3910 2793 2476 1796 1117 896 530
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=11
num_cat=0
split_feature=484 15 15 16 1 2 2 0 0 2
split_gain=0.000110328 6.06956e-05 5.20892e-05 4.85016e-05 8.18323e-05 7.88138e-05 8.96939e-05 7.58055e-05 6.54633e-05 5.43447e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 0.3935300000000001 0.11327500000000001 0.10113500000000002 0.086650000000000019 -0.099864999999999995 -0.074249999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -8 -7
right_child=1 2 3 -5 -6 9 8 -9 -10 -11
leaf_value=-0.00062248514981964604 0.0004668689395952336 -0.00039054885732112197 0.0002535764406796644 -0.00030991620496773244 0.00056933334062064073 -0.00060916872028899392 9.6649713365989682e-05 -0.00045447638646119154 0.00073587369424037619 2.7221711364150778e-05
leaf_weight=0.001023814025724836 0.0011981326721808893 0.0011614996992985417 0.0011126110118801662 0.0012489653929579998 0.0012373639124058982 0.0010577545207916346 0.0012168539668105985 0.0012174607499922262 0.0012473567824087609 0.0010071076507173259
leaf_count=627 278 257 117 303 190 209 700 935 144 150
internal_value=0 4.87429e-05 1.06312e-06 4.97345e-05 0.000105214 2.14888e-05 0.000159425 -0.000116381 0.000420218 -0.000298778
internal_weight=0 0.0117051 0.010507 0.00934547 0.00809651 0.00685914 0.00479428 0.00233007 0.00246421 0.00206486
internal_count=3910 3283 3005 2748 2445 2255 1896 1052 844 359
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=11
num_cat=0
split_feature=14 484 157 3 2 1 16 2 47 15
split_gain=0.000202171 0.000121591 8.1044e-05 7.5953e-05 7.47723e-05 0.000258921 0.000121159 8.7223e-05 7.14698e-05 3.74879e-06
threshold=0.020750000000000005 -1.0000000180025095e-35 -0.06588999999999999 -0.12008499999999998 0.10393500000000001 0.10498500000000001 -0.15168999999999996 0.091985000000000011 0.092255000000000018 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 -6 -5 8 -8 -4
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00057804912619525235 -0.00085638375896639695 0.00064771968010457232 0.00049050929055022242 0.00059714749197448147 -0.0010479454154704614 0.00017120852759440391 -0.00046602525108405883 0.0004003366649293864 0.00016110148235648985 0.00032228804253739424
leaf_weight=0.001059882557990618 0.0010044620302207567 0.0010056591437131298 0.001005533618931298 0.0014804438109651871 0.0010526272352503244 0.0018412852081783003 0.0018809999903739716 0.0011596893690117129 0.0011115304609055337 0.0010320820214394536
leaf_count=598 153 397 108 209 286 304 1249 346 139 121
internal_value=0 5.76026e-05 0.000115833 6.51999e-05 -1.60753e-05 -0.000272245 0.000115538 -5.61767e-05 -0.000233088 0.000405303
internal_weight=0 0.0126297 0.0115699 0.0105642 0.00852658 0.00289391 0.00563266 0.00415222 0.00299253 0.00203762
internal_count=3910 3757 3159 2762 2533 590 1943 1734 1388 229
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=11
num_cat=0
split_feature=484 1 376 12 48 0 3 1 2 4
split_gain=0.000125433 5.28748e-05 8.60469e-05 0.000132242 0.000104679 8.14841e-05 0.000135097 8.6556e-05 0.000117376 5.39083e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 -0.053834999999999994 -0.13927999999999999 0.11198000000000001 0.096750000000000017 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00064247835993041602 -0.00067280966991939027 0.00047887429303690654 0.00054560308655964517 0.00011733993894849 -0.00055761801183596988 0.00035141630252505179 -0.00056611609350328213 0.00067515909012805188 -0.00040525787351901115 0.0006603273571212726
leaf_weight=0.0010730837925538384 0.0011226553374106144 0.0010427022872183346 0.0010740948500921202 0.0019435899076169268 0.0010029152949311082 0.0010678157460541904 0.001461266360495852 0.0013629138074804856 0.0012238310547167649 0.0011012869131352323
leaf_count=627 241 216 166 1533 98 158 231 107 363 170
internal_value=0 5.62977e-05 1.75118e-05 -3.76316e-05 4.01855e-05 0.000113653 -0.00017872 0.000244954 0.000107598 0.00031373
internal_weight=0 0.0124031 0.0113604 0.0102863 0.00916362 0.0081607 0.00252908 0.00563162 0.00426871 0.00304488
internal_count=3910 3283 3067 2901 2660 2562 389 2173 2066 1703
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=10
num_cat=0
split_feature=484 484 42 43 3 49 48 0 12
split_gain=9.70359e-05 4.31514e-05 5.33782e-05 6.42034e-05 8.97968e-05 5.75082e-05 5.73827e-05 0.000129795 7.40548e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.091455000000000022 0.086285000000000014 -0.14012999999999998 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10
leaf_value=-0.0005651948085607987 -0.00023255005317646279 -0.00033862352221949304 9.024995354739657e-05 0.00060476715126245642 0.00080066073126807183 0.00046929770825903061 -0.00038800012582446814 -0.00048979406171048177 0.00012973474844236126
leaf_weight=0.0010752300280408916 0.0017257794691394419 0.0010106900912950001 0.0016137218443885585 0.0012459793089933356 0.0011874375625055634 0.0010050805606744784 0.0013754226344389235 0.001345220260718134 0.0016537412324969074
leaf_count=627 954 357 365 139 312 168 162 390 436
internal_value=0 4.93306e-05 8.44891e-05 0.000142531 0.0003914 3.73125e-05 -3.99387e-05 7.28383e-05 -0.000148162
internal_weight=0 0.0121631 0.0111524 0.0094266 0.00280116 0.00662544 0.00562036 0.00424494 0.00299896
internal_count=3910 3283 2926 1972 677 1295 1127 965 826
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=8
num_cat=0
split_feature=376 1 150 484 47 4 52
split_gain=1.86301e-05 3.30549e-05 4.49346e-05 4.79239e-05 4.01533e-05 8.09069e-05 6.61249e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.083810000000000009 0.09252500000000001 0.044585000000000007 0.071660000000000015
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=-0.033233974730011787 0.011721876397660426 0.012713872775455798 0.0093785822053630511 0.012156709793702758 -0.028404620151856064 0.011888372321400128 -0.0024049270273635796
leaf_weight=0.0013369972990513513 0.001202068766077982 0.0014054277399601226 0.0019598871245739115 0.0010009547819049072 0.0011324020012228467 0.0014567548760497429 0.001450576632959953
leaf_count=1118 206 276 399 303 293 369 946
internal_value=0 -0.00147301 -0.00386443 -0.00793406 -0.0116742 -0.00721052 -0.0171914
internal_weight=0 0.009743 0.00833757 0.00637769 0.00537673 0.00424433 0.00278757
internal_count=3910 3704 3428 3029 2726 2433 2064
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=11
num_cat=0
split_feature=14 484 157 47 3 16 42 0 3 3
split_gain=0.000189637 0.000132205 8.35449e-05 5.87648e-05 8.41035e-05 0.0001132 0.000116256 9.44205e-05 7.12009e-05 6.68251e-05
threshold=0.020750000000000005 -1.0000000180025095e-35 -0.06588999999999999 0.10561500000000001 0.11818000000000002 -0.114825 0.086825000000000013 -0.12329499999999999 -0.015794999999999997 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 8 -6 -7 -4
right_child=-2 2 3 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00059752058900724265 -0.00080660723456111379 0.00067034766101533108 0.0001249862208819639 0.00038843394765118456 -0.00075802615579161905 0.00040908776791970301 -0.00061984362716608666 8.8792112836778752e-05 -0.00017142571474867413 0.00079080377063812848
leaf_weight=0.0010408512081824207 0.0010203293754691917 0.001011455310108835 0.0011259923772505022 0.0019483076329377689 0.0010213446954155732 0.0016189796993281965 0.0010993040155852728 0.0010037169599195809 0.0016302921730044378 0.0011942008346764693
leaf_count=598 153 397 194 195 95 1012 710 95 225 236
internal_value=0 7.20274e-05 0.000131829 8.06465e-05 1.16706e-05 0.000117945 -6.86583e-05 -0.000338303 0.00011782 0.000467682
internal_weight=0 0.0126944 0.0116536 0.0106421 0.00869383 0.00666877 0.00434858 0.00202506 0.00324927 0.00232019
internal_count=3910 3757 3159 2762 2567 2377 1947 190 1237 430
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=11
num_cat=0
split_feature=484 41 150 3 1 2 2 0 4 15
split_gain=8.62002e-05 3.88161e-05 0.000105942 8.73529e-05 6.21766e-05 0.000167955 0.000103048 5.90628e-05 4.16613e-05 6.15302e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11398500000000002 -0.12008499999999998 0.10521500000000002 0.10325000000000002 0.091985000000000011 -0.10131499999999999 0.053925000000000008 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -6 -10
right_child=1 -3 -4 4 8 -7 -8 -9 9 -11
leaf_value=-0.00055533455950614627 0.00060354127151477862 -0.0003232151880796389 -0.00050717816673975108 0.0001852568687986872 0.00059211686939636193 -0.00078271329493299696 0.0005570498699831683 -0.00043680078669216843 0.00043999626000063632 -0.00021265710340637818
leaf_weight=0.0010007520204083466 0.0013741617750393379 0.0010047522907408067 0.0010598399006726796 0.0011656379203807726 0.0010720684339156753 0.0010152531982341052 0.0013188571033704802 0.0011817955174071464 0.0011380977126755824 0.0010846694173992462
leaf_count=627 226 194 142 128 227 309 388 1342 251 76
internal_value=0 4.48283e-05 8.03498e-05 0.000146943 6.82811e-05 -7.69511e-05 0.000118486 -0.000127913 0.000274638 0.000121513
internal_weight=0 0.0114151 0.0104104 0.00935054 0.00797638 0.00468154 0.00366629 0.00234743 0.00329484 0.00222277
internal_count=3910 3283 3089 2947 2721 2167 1858 1470 554 327
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=11
num_cat=0
split_feature=484 484 159 42 150 1 12 1 3 12
split_gain=0.000102641 3.93277e-05 5.89086e-05 7.93533e-05 5.68892e-05 7.91874e-05 0.000169217 9.572e-05 8.88386e-05 8.05811e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.073745000000000019 -1.0000000180025095e-35 0.11456000000000001 0.122185 0.098845000000000016 0.09112000000000002 -0.0026499999999999996 0.085185000000000025
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=-0.0005920259042542143 -0.00039120391246943341 -0.00032656305622196169 0.0004970402165828617 0.00019373695613615077 -0.0003168192166806653 0.00063683205934578419 -0.00065785812650610137 0.00035041811701542487 -0.00041547158729160233 0.00086865269755054644
leaf_weight=0.0010564729471443752 0.0014647939919871051 0.0010023293586778172 0.0011603080706564595 0.0017086453416535067 0.0010808608281692436 0.0011528965883963512 0.0010082717828715452 0.0010548569230419309 0.0012997091067188937 0.0011298903166053996
leaf_count=627 820 357 397 247 118 194 177 331 119 523
internal_value=0 4.53457e-05 7.90498e-05 3.00598e-05 0.000103214 0.000164946 7.72182e-05 0.000219938 -7.23493e-05 0.00046239
internal_weight=0 0.0120626 0.0110602 0.00989992 0.00843513 0.00735427 0.00620137 0.0051931 0.00235457 0.00283854
internal_count=3910 3283 2926 2529 1709 1591 1397 1220 450 770
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=11
num_cat=0
split_feature=484 1 12 52 151 4 4 15 15 0
split_gain=0.000104039 5.79881e-05 8.89224e-05 5.82845e-05 8.59e-05 0.000105377 7.37263e-05 6.74971e-05 8.17518e-05 0.00012865
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.10599500000000002 -0.0088999999999999982 0.074650000000000008 0.0033150000000000007 -0.07142999999999998 1.0000000180025095e-35 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 -6 9 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00059070766175370478 0.00017163041920806305 0.00049760394657392569 -0.00054068665685984892 -0.00029124273944023277 -0.00034197895763440851 0.00061944508106130485 -0.00055113016285935365 0.00092430407242411275 -0.0002503895708077484 -7.5774367684634778e-06
leaf_weight=0.0010633380107296546 0.0010284891493183516 0.0010148786624371913 0.0010303807448308151 0.0015090754240572922 0.0011217613108322868 0.0019627888878461751 0.0011486050887994648 0.0010509463456289036 0.0010091951460633602 0.0012434963610395613
leaf_count=627 314 216 116 525 304 297 149 229 942 191
internal_value=0 4.896e-05 7.95781e-06 6.40718e-05 0.000126673 0.000241305 -0.000209688 7.3589e-05 0.000214697 0.000419261
internal_weight=0 0.0121196 0.0111047 0.0100744 0.00856528 0.00638819 0.00217709 0.0044254 0.00330364 0.00229444
internal_count=3910 3283 3067 2951 2426 1963 463 1666 1362 420
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 3 52 16
split_gain=1.82013e-05 4.11559e-05 0.00010307 8.81751e-05 4.76937e-05 5.35917e-05 9.90667e-05 4.21829e-05
threshold=0.093425000000000022 0.11588000000000002 -0.090744999999999978 0.099990000000000009 0.09252500000000001 -0.069909999999999986 -0.010284999999999997 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -4
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-0.001601865689527541 0.011211078481747135 -0.019641238727541727 -0.025016018698161842 0.038606523496407329 -0.024655850096144419 -0.0072909545608637856 0.029464424901144717 0.0022152903517323997
leaf_weight=0.0010345889783269604 0.0012749929779355242 0.0011079100170543555 0.0013077406662723931 0.0011534565158749868 0.0010831931578217354 0.0018920848261733503 0.001197364077405175 0.0010067994120425703
leaf_count=301 541 525 1245 165 203 349 238 343
internal_value=0 -0.00149172 0.000826152 0.0195945 -0.00550418 -0.00166536 0.00695417 -0.0131707
internal_weight=0 0.00978314 0.00867523 0.00218805 0.00648718 0.00540399 0.00308945 0.00231454
internal_count=3910 3369 2844 466 2378 2175 587 1588
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=9
num_cat=0
split_feature=47 42 52 2 49 4 2 4
split_gain=1.93022e-05 5.13174e-05 7.7066e-05 5.11154e-05 5.30242e-05 7.38546e-05 4.57808e-05 0.0001213
threshold=0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 0.095040000000000013 -0.029304999999999998 -0.0031049999999999997 0.11005500000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 -8
right_child=-2 2 3 6 5 -7 7 -9
leaf_value=-0.02280319206917833 0.010263521606599315 -0.024008309204511386 0.029562705397287087 -0.018275142597746298 0.019697907075544363 -0.015980198036464412 0.030192296122151907 -0.015560428764888404
leaf_weight=0.0010293192886320105 0.0015651500102419258 0.0010861196417733931 0.0012590855047742437 0.0013647112698356952 0.0013313236779093915 0.001028354620129718 0.0010423567341457424 0.001304858576970516
leaf_count=1015 250 551 218 273 885 316 162 240
internal_value=0 -0.00172642 0.000851124 0.00453431 0.0129914 0.00414929 -0.00371056 0.00475755
internal_weight=0 0.00944613 0.00841681 0.00733069 0.00361876 0.00235968 0.00371193 0.00234722
internal_count=3910 3660 2645 2094 1419 1201 675 402
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=9
num_cat=0
split_feature=4 47 12 4 52 1 4 3
split_gain=1.81412e-05 3.09469e-05 4.56093e-05 5.80673e-05 5.70826e-05 6.24754e-05 6.24443e-05 4.68305e-05
threshold=0.28937500000000005 0.10783500000000001 0.098845000000000016 0.055260000000000011 -0.092854999999999979 0.095575000000000007 -0.15333499999999997 0.0066850000000000008
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=-0.018919959488555165 0.0086348695849708581 0.01239993107316636 -0.023809651527905172 -0.022990141576620646 0.018032388098302873 0.026879008082459917 -0.02415483094477934 0.0055641979987582357
leaf_weight=0.0010003046289806059 0.0019841340651199314 0.0012903742331315006 0.0010399889519702183 0.0010402181688367032 0.001267380208393093 0.0012162404006668855 0.0011141255530610428 0.0010117049847624248
leaf_count=506 426 208 474 290 115 259 1544 88
internal_value=0 -0.00193074 -0.00433542 -0.00128985 0.00273404 0.00743321 0.000463191 -0.0100112
internal_weight=0 0.00898034 0.00768996 0.00664997 0.00560976 0.00460945 0.00339321 0.00212583
internal_count=3910 3484 3276 2802 2512 2006 1747 1632
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=9
num_cat=0
split_feature=51 160 13 151 12 52 3 1
split_gain=2.09032e-05 4.56256e-05 4.32471e-05 4.01985e-05 3.67606e-05 0.000103482 5.92656e-05 3.6643e-05
threshold=0.11255500000000002 -0.081069999999999989 -0.090744999999999978 -0.076429999999999984 0.093125000000000013 -0.072349999999999984 -0.0026499999999999996 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 -3
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.018446787467347178 -0.013557162131426052 -0.001000558311625054 0.011715669083178462 -0.039895133873712629 0.0029019028811439777 -0.018502683004658946 0.013840094299277081 0.023693757149854892
leaf_weight=0.0013544160700962897 0.0010325222089875323 0.0013535570664378214 0.0010786863560502142 0.0011479592388706789 0.0016096552326506602 0.0011862644078557277 0.0010845426993454691 0.0010806158011077774
leaf_count=687 280 218 356 355 726 888 131 269
internal_value=0 0.00139514 -0.00130879 -0.00580116 -0.00955883 -0.0154257 -0.0030557 0.00996213
internal_weight=0 0.0098957 0.00854128 0.00610711 0.00502842 0.00341877 0.00227081 0.00243417
internal_count=3910 3630 2943 2456 2100 1374 1019 487
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=8
num_cat=0
split_feature=11 16 3 457 3 2 12
split_gain=1.96417e-05 3.58463e-05 5.67837e-05 4.59737e-05 4.77704e-05 0.000110997 0.000103248
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.084485000000000018 0.092005000000000017 0.11260500000000001 0.084100000000000022
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=-0.012804720275752815 -0.012270121526020477 0.025532759702975028 0.027032212554941922 -0.017981133176009828 -0.027733638399857444 0.014606546922055728 -0.007067483686595261
leaf_weight=0.0014925641756765905 0.0011681744893837593 0.0010694467885094556 0.0019647029635412499 0.0010997597166750601 0.0012310284195580466 0.0012457185526708078 0.0016201385660663289
leaf_count=394 279 117 539 204 138 144 2095
internal_value=0 0.0014536 0.00403919 0.000829423 0.00424224 -0.00643798 0.0116211
internal_weight=0 0.00972336 0.0082308 0.00716135 0.00606159 0.00247675 0.00358484
internal_count=3910 3631 3237 3120 2916 282 2634
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=12
num_cat=0
split_feature=14 4 157 14 2 48 15 16 16 0 1
split_gain=0.000190004 9.48493e-05 0.000137713 8.44947e-05 9.68603e-05 9.86172e-05 7.56905e-05 0.000115856 7.1855e-05 6.80414e-05 5.6821e-06
threshold=0.020750000000000005 -0.49837999999999999 -0.072409999999999988 -1.0000000180025095e-35 0.091985000000000011 0.084905000000000022 -0.10312999999999999 -0.035699999999999989 -0.15168999999999996 -0.066689999999999985 0.092860000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 -6 10 -5 -10 -8
right_child=-2 2 3 4 6 -7 7 -9 9 -11 -12
leaf_value=-0.00048889177575565772 -0.00082986454992945346 0.00077374760094620434 -0.00046503982893932418 0.0004271797236345966 0.00078055004639961015 -0.00059839040776327223 -3.3446094937967404e-05 0.00058349831042624277 -0.00050477963894034281 0.0001984336466377909 -0.00024203466978208791
leaf_weight=0.0011209750354601077 0.001008469622234426 0.0010835657812601615 0.001138074830278355 0.0013130850180962457 0.0010034971503796557 0.0011420391777814945 0.0010038846499663195 0.001492488613406868 0.0010687722650688687 0.0010474571858598626 0.0010045021326471424
leaf_count=176 153 448 145 183 252 257 321 422 1303 102 148
internal_value=0 5.51168e-05 0.000109096 3.85839e-05 0.000101737 -9.93373e-05 0.000305802 0.000169719 6.68587e-05 -0.000156714 -0.000137772
internal_weight=0 0.0124183 0.0112974 0.0102138 0.00907573 0.00457135 0.00450437 0.00350088 0.00342931 0.00211623 0.00200839
internal_count=3910 3757 3581 3133 2988 1845 1143 891 1588 1405 469
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=8
num_cat=0
split_feature=4 16 48 43 15 49 15
split_gain=1.93063e-05 5.31318e-05 6.569e-05 5.65654e-05 3.10439e-05 8.54804e-05 4.72609e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 -0.00084499999999999994 -0.017214999999999998 -0.029304999999999998 -0.15202999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7
right_child=4 -3 -4 -5 -6 6 -8
leaf_value=-0.019265261422958414 0.025113341809102404 0.013934057787328372 -0.030292177553030972 0.0086322237013535426 0.017335704181377073 0.0043599608325718296 -0.020374952496708572
leaf_weight=0.0011777981227635934 0.001009809471111337 0.0012416361588544027 0.001124705967123617 0.0018981355551392471 0.0013495928331734471 0.0014978886326349531 0.0015950386337803886
leaf_count=1465 152 364 398 566 152 366 447
internal_value=0 -0.00423981 -0.00961169 -0.00204993 0.00417945 -0.000148294 -0.00839596
internal_weight=0 0.00544228 0.00420064 0.00307593 0.00545233 0.00410274 0.00309293
internal_count=3910 2793 2429 2031 1117 965 813
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=9
num_cat=0
split_feature=52 0 160 3 16 0 4 15
split_gain=1.94532e-05 5.26789e-05 4.91116e-05 3.9122e-05 5.42474e-05 0.000101391 4.25519e-05 3.88193e-05
threshold=-0.048794999999999991 -0.15007499999999999 -1.0000000180025095e-35 -0.13309499999999996 0.032820000000000009 -0.08824499999999999 0.25367000000000006 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -3
right_child=2 7 3 4 -6 -7 -8 -9
leaf_value=-0.01253183523751206 -0.020808848689582701 0.02711924222342554 -0.013806363958032405 -0.013317219572499881 -0.014973143087886304 0.036386332154174771 0.013383419368781367 0.0024962598671990728
leaf_weight=0.0010908230867514813 0.0012799971312229584 0.0011727919238088283 0.0013997085370211788 0.0012248848412916066 0.0010183786707496645 0.0010997336431137054 0.0011641205255209339 0.0014101093076944581
leaf_count=96 924 573 144 322 77 1027 226 521
internal_value=0 0.00589462 -0.00305077 0.000797368 0.00533263 0.01126 -0.000306465 0.0136766
internal_weight=0 0.00367372 0.00718682 0.00590683 0.00450712 0.00348874 0.00238901 0.0025829
internal_count=3910 1190 2720 1796 1652 1575 548 1094
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=9
num_cat=0
split_feature=4 16 48 43 16 15 16 15
split_gain=1.70031e-05 4.43791e-05 5.63064e-05 4.69404e-05 2.80128e-05 0.000127909 4.53339e-05 2.89371e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 -0.00084499999999999994 -0.30307999999999996 -0.14487999999999998 0.050115000000000007 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6
right_child=4 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.017732282897761086 0.020602058480493398 0.012633969637117708 -0.028257765398376402 0.0077818310376869954 0.0068216213408522968 -0.02820909582482032 -0.0069972847398075584 0.029826187779976521
leaf_weight=0.0011646788857330582 0.0010266627879236469 0.0012379100961209793 0.0011068446648724944 0.0018932347703381125 0.0011209384981307488 0.0011253023525773186 0.0010796720330313635 0.0010675539305983548
leaf_count=1465 239 364 398 566 192 274 250 162
internal_value=0 -0.00399003 -0.00893126 -0.00193582 0.00393727 -0.0049222 0.0097709 0.0180433
internal_weight=0 0.00540267 0.00416476 0.00305791 0.00542013 0.00215197 0.00326816 0.00218849
internal_count=3910 2793 2429 2031 1117 513 604 354
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=9
num_cat=0
split_feature=376 43 3 4 47 3 3 13
split_gain=1.7784e-05 4.72742e-05 0.000103176 5.18954e-05 6.18104e-05 4.60607e-05 6.41656e-05 3.95531e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.075954999999999981 -0.23071499999999998 0.077735000000000012 0.096385000000000012 -0.115685 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 6 -5 -1
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.017279481807391205 0.011654355439160045 -0.027044283691243884 0.034348155277706058 0.012864724546622989 -0.023552886656961192 0.015163508031560205 -0.01971748444589708 0.009656503432564665
leaf_weight=0.0010988863272768945 0.0011642499755327449 0.0010234320134481587 0.0010410527393170475 0.0010510100545615482 0.0011052990333347739 0.0017970513884718294 0.0014224663213970317 0.0010818406692684396
leaf_count=770 206 237 331 134 228 246 1327 431
internal_value=0 -0.00143134 0.00844777 -0.0064051 -0.00247588 0.00297928 -0.00587291 -0.00391676
internal_weight=0 0.00962104 0.00322178 0.00639926 0.00537583 0.00427053 0.00247348 0.00218073
internal_count=3910 3704 1532 2172 1935 1707 1461 1201
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=10
num_cat=0
split_feature=484 159 47 2 150 16 2 12 2
split_gain=0.000100362 5.00792e-05 6.0947e-05 6.17832e-05 9.31898e-05 8.27857e-05 8.81954e-05 9.19203e-05 6.51416e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10571000000000001 0.090480000000000019 -0.114825 0.08400500000000001 0.08401500000000002 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -5
right_child=1 -3 -4 8 -6 6 7 -9 -10
leaf_value=-0.00059078831835527982 0.00064059838388152686 0.00036947434035119401 0.0003279059620889444 -0.00061391544043232443 -0.00047291752950350089 -0.00043521799982291338 -0.00016684689993616829 0.00065052566744746795 -1.5194129846012581e-05
leaf_weight=0.0010287885994726036 0.0010995266170775982 0.0016070992479433653 0.0017545219264462108 0.0013823578399563832 0.001059121410809368 0.0010926935583506006 0.0010354628866669838 0.001081414930656578 0.0014126263718854711
leaf_count=627 200 522 193 225 201 581 182 869 310
internal_value=0 4.83849e-05 -3.64538e-06 -7.49059e-05 4.81803e-05 0.00017626 1.71875e-05 0.000250711 -0.000311313
internal_weight=0 0.0115248 0.00991773 0.0081632 0.00536822 0.0043091 0.00320957 0.00211688 0.00279498
internal_count=3910 3283 2761 2568 2033 1832 1632 1051 535
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=8
num_cat=0
split_feature=49 43 2 42 48 2 3
split_gain=1.70259e-05 3.50022e-05 6.78244e-05 7.05329e-05 6.62964e-05 5.44616e-05 5.77117e-05
threshold=0.093425000000000022 -0.049504999999999987 0.093815000000000009 0.085195000000000007 0.086125000000000021 0.10113500000000002 -1.0000000180025095e-35
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=-0.021434155977700729 0.011007638067278806 -0.0067947507167757286 0.024782298063951626 0.013086745809532603 -0.026779221126855948 -0.014645996817498553 0.021457639743989527
leaf_weight=0.0011575114547942506 0.0012389370606672038 0.00141091914479974 0.0012806359154565504 0.0012111913226813171 0.0012388110171334668 0.0017545720465003988 0.0014829780044093703
leaf_count=620 541 1011 415 505 245 390 183
internal_value=0 -0.00145336 0.00624151 -0.00378255 -0.00622316 -0.000744996 0.00768319
internal_weight=0 0.00953662 0.00364934 0.0023687 0.00588728 0.00464847 0.0028939
internal_count=3910 3369 1540 1125 1829 1584 1194
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=9
num_cat=0
split_feature=484 159 12 47 2 16 2 2
split_gain=0.00012053 5.15986e-05 7.06613e-05 7.25192e-05 8.43726e-05 0.000116125 0.000136472 8.92904e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 0.10113500000000002 -0.114825 0.086650000000000019 0.11542500000000001
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=-0.00064902992077439051 0.00070898715184536734 0.00037981677103383595 -0.00047433922470252064 0.00043530379346236119 -0.00063802584117912122 -0.00044864241800108087 0.00034373677982198116 7.9223416357630756e-05
leaf_weight=0.0010225107686102188 0.0010517615525634056 0.0016031777288321508 0.0010734734044434138 0.0016044214901164804 0.0014190714741574577 0.0016122167388867377 0.0017349869990205826 0.0012596364618764643
leaf_count=627 222 522 123 179 335 932 712 258
internal_value=0 5.38156e-05 2.42334e-07 5.89206e-05 -2.64008e-05 0.000140659 -3.79212e-05 -0.000300746
internal_weight=0 0.0113587 0.00975557 0.00868209 0.00707767 0.00439897 0.0033472 0.00267871
internal_count=3910 3283 2761 2638 2459 1866 1644 593
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=8
num_cat=0
split_feature=47 159 1 0 52 2 0
split_gain=1.57649e-05 3.39483e-05 5.2939e-05 7.20659e-05 6.02729e-05 5.89818e-05 7.23463e-05
threshold=0.10783500000000001 0.073745000000000019 0.11215000000000001 -0.23029999999999998 -1.0000000180025095e-35 0.10113500000000002 -0.075859999999999997
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=0.023322359201724683 0.0093544879534187119 0.012539650048190718 -0.018678920582123948 -0.025498892092194133 -0.0046336457172782156 -0.014966330605463428 0.031202037176572585
leaf_weight=0.0011203641039880859 0.0015372009296147548 0.0014370979583515292 0.0019047405306984282 0.0010913638073163567 0.0012795962168493903 0.0013920088266451804 0.0010064706829483034
leaf_count=100 250 633 326 846 1237 266 252
internal_value=0 -0.00158318 -0.00418704 0.000499582 -0.0048616 0.00126193 0.0111435
internal_weight=0 0.00923164 0.00779454 0.0058898 0.00476944 0.00367808 0.00228607
internal_count=3910 3660 3027 2701 2601 1755 1489
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=8
num_cat=0
split_feature=49 3 42 15 52 16 1
split_gain=1.66869e-05 8.11804e-05 5.82867e-05 4.25273e-05 4.66514e-05 9.13345e-05 3.90379e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.094165000000000013
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=0.023745111141611118 -0.014732584580911546 -0.010068523289552747 -0.02303830817332525 0.0017717507626543963 0.023055968330889291 -0.021797430411814058 0.026062758419306793
leaf_weight=0.0013964647637948486 0.0013425734656219738 0.0014444030934728036 0.0011647507343908433 0.0019387493538888631 0.0011465666812208973 0.0012962079820145306 0.0010043287510392834
leaf_count=350 301 209 756 1338 373 408 175
internal_value=0 0.006553 -0.00238455 0.0011908 0.00516014 0.000319996 0.0100611
internal_weight=0 0.00284087 0.00789318 0.00672843 0.00538585 0.00423929 0.00294308
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=8
num_cat=0
split_feature=52 0 160 42 13 3 3
split_gain=1.86713e-05 4.63546e-05 4.39101e-05 3.81512e-05 3.59621e-05 6.97015e-05 6.37026e-05
threshold=-0.048794999999999991 -0.15007499999999999 -1.0000000180025095e-35 0.078965000000000021 -0.083924999999999986 -0.077689999999999995 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -4 -6
right_child=2 3 4 -5 6 -7 -8
leaf_value=-0.011584537752919453 -0.019928308348018481 0.023270014351615197 0.030041512082814928 -0.0016754712304904178 -0.018807444255407247 -0.005453142916361022 0.0078528270734605117
leaf_weight=0.0010752161218782262 0.0012601238625592984 0.0015156293006419732 0.0010113087136287969 0.0010295609604023316 0.0018014039116892896 0.0012214412588332103 0.0017836722058217572
leaf_count=96 924 592 288 502 1051 223 234
internal_value=0 0.00582471 -0.00300433 0.0131793 0.000661349 0.0106239 -0.00554324
internal_weight=0 0.00362041 0.00707795 0.00254519 0.00581783 0.00223275 0.00358508
internal_count=3910 1190 2720 1094 1796 511 1285
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=9
num_cat=0
split_feature=15 150 16 4 151 52 3 13
split_gain=1.80935e-05 2.79036e-05 7.12482e-05 5.79783e-05 4.97928e-05 3.80571e-05 3.39678e-05 3.27989e-05
threshold=-0.26361999999999991 0.082085000000000019 -0.30307999999999996 0.044585000000000007 -0.051109999999999996 0.071660000000000015 -0.046444999999999993 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 -4 -7
right_child=1 4 3 -5 -6 7 -8 -9
leaf_value=0.011460171286679661 -0.027998933842221681 0.021856380632620541 -0.029021584351656356 0.01468314973117959 -0.0081772932749031198 0.015621183815484239 -0.0043026838162278334 -0.0095352585903911817
leaf_weight=0.0012174940667759324 0.0010955226081546315 0.0012219836298039738 0.0010287808761994428 0.0018149798181443817 0.0010068381200193778 0.001044589320729417 0.0012094674506472809 0.0010286378571203708
leaf_count=302 232 313 1196 325 174 264 264 840
internal_value=0 -0.00149197 -0.00451057 -0.000310423 0.0082891 -0.00662219 -0.0156644 0.00313974
internal_weight=0 0.0094508 0.00722198 0.00612646 0.00222882 0.00431148 0.00223825 0.00207323
internal_count=3910 3608 3121 2889 487 2564 1460 1104
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=10
num_cat=0
split_feature=484 15 159 49 15 457 4 4 1
split_gain=0.000152856 7.28617e-05 9.88005e-05 9.87603e-05 6.92086e-05 7.92038e-05 0.000156176 6.57282e-05 6.34969e-05
threshold=-0.0043499999999999988 -0.03231499999999999 0.073745000000000019 -0.006494999999999999 -0.075094999999999981 0.041935000000000007 0.25367000000000006 -0.12499499999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -5 -8
right_child=1 2 -4 7 -6 -7 8 -9 -10
leaf_value=-0.00073369597253190302 -0.0005293743675445022 -0.0006636776349592101 0.00046183501951341883 -0.00029738686466520723 0.00058929735725431686 0.00057476048928302415 -0.00010239313319449603 0.00023220262332901436 0.00053367923150028738
leaf_weight=0.0010040947682307356 0.0014943903400589636 0.0013397339682232222 0.0010174537477718026 0.001855589498317118 0.0014140810351711535 0.0010604474800046115 0.001024301111122686 0.0017514814041394832 0.0014683756368127829
leaf_count=612 578 206 211 217 309 146 107 1241 283
internal_value=0 6.16538e-05 -9.46279e-05 -0.000209081 0.000205907 9.84983e-05 -2.8174e-05 -4.02347e-05 0.000272302
internal_weight=0 0.0124259 0.00596426 0.0049468 0.0064616 0.00504751 0.00398707 0.00360707 0.00249268
internal_count=3910 3298 1875 1664 1423 1114 968 1458 390
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=9
num_cat=0
split_feature=41 150 3 49 15 151 52 0
split_gain=3.63316e-05 5.38623e-05 7.36031e-05 4.84238e-05 6.61168e-05 5.8782e-05 6.13275e-05 7.47196e-05
threshold=0.075585000000000013 0.11398500000000002 -0.12008499999999998 1.0000000180025095e-35 -0.09547499999999999 -0.0095999999999999992 0.084240000000000023 -0.068899999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.00046973988097316226 -0.00036213083722369874 -0.00039289044775855795 0.0003842494192428192 -0.00031208580000682677 -0.00047027299871290533 0.00050118708855169424 -0.0002805167192133554 -0.00015298040293478554
leaf_weight=0.001512871090938935 0.0010070953425313422 0.0010638107894627375 0.0018839020372356336 0.0015577770295872812 0.0010058205394833488 0.0016009665018219556 0.0013713291648554116 0.0011560342005479288
leaf_count=260 221 148 380 754 344 721 847 235
internal_value=0 2.67442e-05 7.09929e-05 6.49539e-07 7.00665e-05 -4.52184e-05 5.83414e-05 0.000226889
internal_weight=0 0.0111525 0.0100887 0.00857583 0.00701805 0.00513415 0.00412833 0.002757
internal_count=3910 3689 3541 3281 2527 2147 1803 956
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=9
num_cat=0
split_feature=484 47 159 12 1 16 160 52
split_gain=0.000106549 6.40496e-05 0.000120072 5.95572e-05 8.45415e-05 6.5423e-05 8.64944e-05 6.29067e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.10058500000000002 0.11215000000000001 -0.17157499999999998 0.084835000000000008 1.0000000180025095e-35
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=-0.00060156207327093526 0.00043373548149510684 0.0003810073222107411 0.00047802186400179288 -0.00046223529971777531 -0.00048662917767765485 -0.0005164575628362121 0.00042776912758304216 4.0360608866785481e-05
leaf_weight=0.0010441394255109289 0.0014442248328229434 0.0019071018697805623 0.0016191399466243999 0.0014792220929508992 0.0012678505267783762 0.0014380370922105125 0.0010846543840167359 0.0017048706929642594
leaf_count=627 154 213 502 368 227 807 165 847
internal_value=0 5.16027e-05 -1.09802e-05 -0.000105027 -2.88856e-05 7.34368e-05 -4.96489e-05 -0.000214411
internal_weight=0 0.0119451 0.010038 0.00841886 0.00693964 0.00567179 0.00422756 0.00314291
internal_count=3910 3283 3070 2568 2200 1973 1819 1654
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=11
num_cat=0
split_feature=484 41 150 3 2 1 2 47 0 16
split_gain=8.23127e-05 5.47821e-05 8.51828e-05 0.000108651 8.18467e-05 0.000276161 0.000152596 7.48202e-05 5.75847e-05 2.24917e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.10393500000000001 0.10617500000000001 0.093815000000000009 0.10783500000000001 -0.10783 -0.0072149999999999992
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=-0.00054794511004146529 0.00063447901485135633 -0.0003924197463855711 -0.00044939579272217192 0.0001910541490469628 -0.0010131809530678248 0.00027830580812441722 0.0008136099081162535 0.00047969402134103811 -0.00012634328974002679 -0.00054057319621692555
leaf_weight=0.0010081313144699932 0.0014307426961724682 0.0010457832783903583 0.0010614091495114433 0.0013293086848616227 0.0010548276476239301 0.0016053623201720394 0.0011698506685009005 0.001025251819294512 0.00100212943054777 0.0010137904674026208
leaf_count=627 229 191 142 134 299 308 308 104 1237 331
internal_value=0 3.5898e-05 7.7789e-05 0.000135887 4.8898e-05 -0.000233799 0.000184635 1.62767e-05 -0.000125752 -0.000334656
internal_weight=0 0.0117385 0.0106927 0.00963126 0.00820052 0.00266019 0.00554033 0.00437048 0.00334523 0.00201592
internal_count=3910 3283 3092 2950 2721 607 2114 1806 1702 1568
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=8
num_cat=0
split_feature=4 47 12 4 1 12 16
split_gain=1.73241e-05 2.79073e-05 4.32654e-05 5.47593e-05 4.48897e-05 6.00662e-05 6.71692e-05
threshold=0.28937500000000005 0.10783500000000001 0.098845000000000016 0.055260000000000011 0.099595000000000017 0.088325000000000015 -0.055679999999999993
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=0.0072974607871702417 0.0084593896287515884 0.011756524027126083 -0.0233150145361215 -0.022560990110786092 0.019855017995702013 0.019141767186106235 -0.021489765279625456
leaf_weight=0.0014639179313838185 0.0019675519084035682 0.0012762044874521945 0.0010265036870008484 0.0010154018510179471 0.0011956999231439889 0.0010202084047367757 0.0018160083240684106
leaf_count=609 426 208 474 290 344 858 701
internal_value=0 -0.00191868 -0.00423401 -0.00122587 0.00271597 -0.00204973 -0.00864126
internal_weight=0 0.00881394 0.00753774 0.00651124 0.00549583 0.00430013 0.00327993
internal_count=3910 3484 3276 2802 2512 2168 1310
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=8
num_cat=0
split_feature=42 51 43 49 0 4 4
split_gain=1.65849e-05 3.99601e-05 3.75873e-05 4.81099e-05 5.88396e-05 7.63331e-05 6.84692e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.090115000000000015 0.0059850000000000016 0.17888000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0098986944022521131 -0.014535007401112269 0.01879209993536099 0.0084297114637337089 0.020275749364424542 -0.020867063807524011 0.022159039065311043 -0.023580629804392378
leaf_weight=0.0014683665740723379 0.001325775148075004 0.0014474595889707557 0.0014132750931194343 0.0010777672262927982 0.0013594634120398961 0.0013919258878205905 0.0012675023182995341
leaf_count=1060 521 498 889 241 152 270 279
internal_value=0 0.00153869 0.00421672 0.000975934 -0.00285324 0.00315975 -0.00670515
internal_weight=0 0.00928317 0.00795739 0.00650993 0.00543217 0.0040727 0.00268078
internal_count=3910 2850 2329 1831 1590 1438 1168
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=11
num_cat=0
split_feature=41 484 150 3 16 1 160 2 0 52
split_gain=7.02777e-05 7.05215e-05 8.14847e-05 0.000102333 9.49814e-05 8.98254e-05 8.82139e-05 0.000156803 6.00552e-05 3.69644e-05
threshold=0.078150000000000011 -1.0000000180025095e-35 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.077800000000000022 -0.079684999999999992 0.087995000000000004 -0.10131499999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 -7 8 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00044349883873152067 -0.00048825746158656928 0.00060346422946605906 -0.00042286198524278093 -0.00046560630287079179 -0.0003526873200501657 -0.00022387763460182602 0.0004466356107959477 0.00095678456885616749 -0.00015321403158669961 0.00013058041978202461
leaf_weight=0.0010506565808605936 0.001040127807255496 0.0015638105077753093 0.0010868997431412253 0.0011526082910633629 0.0015328323023969582 0.001012929981478207 0.0012473583352861084 0.0013838038149456 0.0013215463704372285 0.0010091126862458908
leaf_count=607 201 236 143 289 938 196 57 281 493 469
internal_value=0 4.24294e-05 8.75667e-05 0.00014183 5.84702e-05 0.000138929 0.000292382 0.00042468 0.000138049 -0.000160838
internal_weight=0 0.0123616 0.0113109 0.010224 0.00866019 0.00750758 0.00496564 0.00395271 0.0025689 0.00254194
internal_count=3910 3709 3102 2959 2723 2434 1027 831 550 1407
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=11
num_cat=0
split_feature=158 50 156 150 1 15 49 52 2 0
split_gain=3.8607e-05 6.46627e-05 5.74576e-05 7.50934e-05 6.12723e-05 8.59509e-05 7.16571e-05 0.000118239 5.06941e-05 7.50303e-05
threshold=0.082560000000000008 0.086465000000000014 0.084090000000000012 0.11398500000000002 0.12730000000000002 -0.11739999999999999 -0.085174999999999987 -0.068164999999999989 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00034964664493324126 -0.0003644837091621425 -0.00044400927155128632 -0.00031778027451267728 -0.00034239437745333317 0.00063417658047917359 -0.00023754189778719219 0.00090082096461033376 3.8866886072665209e-05 -0.00015650525560336238 0.00073793508387134639
leaf_weight=0.0011942606395519521 0.0010381720708330577 0.0010076856481103331 0.0012535855102047471 0.0011358378505622073 0.0010653736760973748 0.0010435957368607569 0.0010785372281631031 0.0014265798876049148 0.0012592921618675198 0.0010069092599488769
leaf_count=233 457 689 483 115 190 111 385 842 194 211
internal_value=0 3.0374e-05 7.60574e-05 0.000129661 0.000196064 0.000129473 0.000227874 0.000329671 0.000162857 0.000328122
internal_weight=0 0.0114717 0.010464 0.00921039 0.00807455 0.00700917 0.00581491 0.00477132 0.00369278 0.00243349
internal_count=3910 3453 2764 2281 2166 1976 1743 1632 1247 1053
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=8
num_cat=0
split_feature=376 43 52 13 1 15 0
split_gain=1.84301e-05 3.83491e-05 4.95804e-05 4.55335e-05 7.05185e-05 8.01952e-05 5.30652e-05
threshold=0.048375000000000008 -0.18906999999999999 0.10898500000000001 -0.073799999999999991 0.11183500000000002 -1.0000000180025095e-35 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.01494711234826767 0.011867750702526964 -0.0016337224390382456 -0.022118246376280543 0.014221116468139517 -0.026397043121736165 -0.018685575308427262 0.02705061853118336
leaf_weight=0.0012413365171339659 0.0011633371492113737 0.001653114033322205 0.001266243497829239 0.0018849295157079948 0.0013069714833166832 0.0012198923515203818 0.0010575178804222846
leaf_count=250 206 809 612 553 193 865 422
internal_value=0 -0.00145749 -0.00388501 -0.000643459 -0.00691074 0.00129199 0.0095571
internal_weight=0 0.00963001 0.00838867 0.00712243 0.00441179 0.00310482 0.00271063
internal_count=3910 3704 3454 2842 1611 1418 1231
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=8
num_cat=0
split_feature=52 1 4 160 52 16 2
split_gain=1.65675e-05 4.02253e-05 4.10782e-05 3.7028e-05 3.05623e-05 5.66776e-05 6.27668e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.0070149999999999995 -1.0000000180025095e-35 0.11110500000000002 -0.15168999999999996 0.10648500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=-0.016330141496327725 -0.018343480817776914 0.018038293247977705 0.011336225636130551 0.017510686282561881 0.015992948562847709 -0.016431466248667564 -0.012582457190336654
leaf_weight=0.0011393462458182684 0.0012651176363391615 0.001498157524341041 0.0010145615977303212 0.0017891178088613085 0.0010483270439194453 0.0018735309612798166 0.0011313974877578199
leaf_count=542 924 373 275 226 208 1155 207
internal_value=0 0.0054544 -0.00329837 -0.00283261 0.000526139 -0.00285603 0.00585271
internal_weight=0 0.00365207 0.00215391 0.00710749 0.00584237 0.00479405 0.00292052
internal_count=3910 1190 817 2720 1796 1588 433
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=11
num_cat=0
split_feature=147 15 16 47 42 52 13 160 43 2
split_gain=4.40282e-05 6.65088e-05 6.49175e-05 5.64022e-05 6.18673e-05 0.000131792 6.29762e-05 8.06109e-05 6.73248e-05 2.55641e-05
threshold=0.088565000000000019 -0.26361999999999991 -0.41862999999999995 0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 -0.017604999999999999 1.0000000180025095e-35 0.070805000000000021 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 9 -7 -8
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=0.00041606915730992017 0.00039217511737778369 -0.00049527998179424622 -0.00054028810551638522 0.00033638475654382727 -0.00064507130652706067 -0.00038871782897590996 0.00072668569309001152 -0.00014723981657320116 0.00024985987973757999 0.00028842028239249064
leaf_weight=0.0011406304183016773 0.0010136895512159261 0.0012854422660060734 0.0010199793797418489 0.0014077157495628384 0.0010989110011941187 0.0015552994850931208 0.0010478692771924438 0.0010907194357304209 0.0010724498014109487 0.0010000508143495233
leaf_count=289 168 238 907 190 507 1190 98 98 110 115
internal_value=0 -3.37739e-05 -8.22787e-05 -2.51508e-05 -8.96937e-05 -2.27488e-05 9.58483e-05 0.000283342 -0.000128098 0.00051267
internal_weight=0 0.0117191 0.0105784 0.00929299 0.00788528 0.0068653 0.00576639 0.00313864 0.00262775 0.00204792
internal_count=3910 3742 3453 3215 3025 2118 1611 311 1300 213
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=8
num_cat=0
split_feature=0 4 43 4 4 15 15
split_gain=1.76432e-05 4.09874e-05 6.8066e-05 0.00013568 7.41128e-05 9.65022e-05 5.72756e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.0010999999999999996 0.044585000000000007 -0.055679999999999993 -0.24219999999999997
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=-0.015811097759308616 0.0089714041136415065 -0.015443330856203676 0.039458226888549747 -0.023954515044670294 0.011132645014123622 0.031888080022873626 -0.020230622298608628
leaf_weight=0.0017009090921614569 0.0018154790226594499 0.0017967456537567143 0.0010417551105885263 0.0010433394294710203 0.0011492686315624882 0.0010391831597543017 0.0011802364261785988
leaf_count=1385 255 846 413 316 224 164 307
internal_value=0 -0.00184024 0.00143719 0.00699847 -0.000665828 0.00654707 -0.00475746
internal_weight=0 0.00895144 0.00725053 0.00545378 0.00441203 0.00336869 0.00232951
internal_count=3910 3655 2270 1424 1011 695 531
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=9
num_cat=0
split_feature=484 159 42 151 15 2 0 2
split_gain=0.00010986 6.56915e-05 6.2105e-05 7.26701e-05 7.27815e-05 0.000163478 0.000143413 6.08361e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.084129999999999996 -0.021529999999999997 0.10113500000000002 -0.10209999999999998 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00061937320728826207 -0.00039312778604640495 0.0004095818033411679 -0.00039966108585454233 -0.00038498025594147428 0.00032958759855906603 -0.00052121245630884407 0.00070007129044105665 0.00027734940544907262
leaf_weight=0.0010367574445210781 0.0014184155190273074 0.0016469759951549439 0.001194060424621354 0.0010384238138303834 0.0017767161065335056 0.0016982079150681237 0.0018587025136133908 0.0010958354952899678
leaf_count=627 841 522 242 120 748 235 466 109
internal_value=0 4.65213e-05 -1.27972e-05 4.94829e-05 0.000121298 -8.62015e-05 0.000301876 -4.49071e-05
internal_weight=0 0.0117273 0.0100804 0.00866195 0.00746789 0.00347492 0.00399296 0.00213426
internal_count=3910 3283 2761 1920 1678 983 695 229
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=8
num_cat=0
split_feature=484 160 42 15 15 15 2
split_gain=1.65544e-05 4.2321e-05 5.75736e-05 3.38694e-05 6.74696e-05 8.06065e-05 7.44224e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004
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=-0.018430484375786059 0.011076504078202522 -0.01914087909435264 -0.018777995007414838 0.019129269772960155 -0.014343024137124455 0.030423311702255068 0.014365295626679042
leaf_weight=0.0012667748333301905 0.0011951840250419453 0.0011921874139182286 0.0012431335531314061 0.0013098828798804021 0.00186412524114574 0.0011949435205015953 0.0014890146705633556
leaf_count=782 470 875 205 637 324 339 278
internal_value=0 -0.00140649 0.00119387 0.00460783 0.0013233 0.00875985 -0.000714976
internal_weight=0 0.00956006 0.00829329 0.0071011 0.00579122 0.00392709 0.00273215
internal_count=3910 3440 2658 1783 1146 822 483
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=8
num_cat=0
split_feature=376 43 16 16 1 1 1
split_gain=1.94709e-05 3.893e-05 5.70596e-05 3.40768e-05 4.32739e-05 3.4921e-05 3.87004e-05
threshold=0.048375000000000008 -0.18906999999999999 0.15737500000000001 -0.004514999999999999 0.085835000000000009 0.096230000000000024 0.11797500000000001
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=0.015039226993015346 0.012242389266311091 -0.019636217688812206 -0.0231689398867496 0.013102797363912703 0.015427716692350258 -0.013370664975499253 0.010200072475512989
leaf_weight=0.0012390483317405799 0.0011559153448306653 0.0013400750696465754 0.0013041034638293777 0.0014775312091783316 0.0011991073472739132 0.0019064067406578257 0.0010976415405824723
leaf_count=250 206 1464 545 511 408 292 234
internal_value=0 -0.00149824 -0.00395962 -0.0003915 -0.00398836 0.00100058 -0.00475821
internal_weight=0 0.00956391 0.00832487 0.00702076 0.00554323 0.00420316 0.00300405
internal_count=3910 3704 3454 2909 2398 934 526
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=11
num_cat=0
split_feature=484 15 11 4 12 42 3 1 16 0
split_gain=0.000250136 7.23956e-05 7.77282e-05 9.46099e-05 0.000118085 0.00010224 0.000130181 9.48396e-05 6.11831e-05 0.000165991
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.0010999999999999996 -0.023959999999999995 0.084100000000000022 0.092005000000000017 0.076710000000000014 -0.094359999999999986 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 9 -6
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11
leaf_value=-0.0009410700381133854 0.00051411180650512737 0.00035909458365541693 -0.0004977764252003682 -0.00070053542814882245 -0.0007650487418728901 -0.0001949218003721367 -5.8367985243797156e-05 0.0011415793100894322 0.00029788948446028739 0.00036057017311847946
leaf_weight=0.001027698121537488 0.0012443119727569884 0.001407530627054952 0.0010297345296459452 0.0010830315940600979 0.0010046690062040808 0.0014492624001282844 0.0014092456889341111 0.0010322742221046451 0.0017839060345714985 0.0010100961413634954
leaf_count=612 278 659 217 150 134 889 154 301 314 202
internal_value=0 6.54039e-05 1.55961e-05 6.75251e-05 -0.000129403 0.000248968 0.000416104 0.000690162 3.34319e-05 -0.000200723
internal_weight=0 0.0124541 0.0112098 0.01018 0.0048817 0.00529831 0.00384905 0.0024398 0.00379867 0.00201477
internal_count=3910 3298 3020 2803 800 2003 1114 960 650 336
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=7
num_cat=0
split_feature=0 15 43 2 15 1
split_gain=1.83794e-05 3.59293e-05 6.05586e-05 6.87318e-05 7.75843e-05 3.79597e-05
threshold=0.055865000000000005 0.079360000000000014 -0.080894999999999981 0.11230000000000001 -0.076594999999999983 0.095575000000000007
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=-0.015307434692020089 0.0091579517659196533 -0.017525595266478147 -0.013301900213790028 -0.010193117254313966 0.029379331116207524 0.01253585303672811
leaf_weight=0.0018090479915005052 0.0018119661061466391 0.0012617060638811786 0.0010178090553564665 0.0018700947247485677 0.0016812866004334921 0.0012883649879957882
leaf_count=840 255 1413 409 412 394 187
internal_value=0 -0.00188827 0.000685187 0.00562435 0.0130426 0.00113259
internal_weight=0 0.00892831 0.0076666 0.00585756 0.00398746 0.00230617
internal_count=3910 3655 2242 1402 990 596
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=10
num_cat=0
split_feature=484 159 42 43 150 42 3 2 4
split_gain=0.000117531 6.07325e-05 8.2967e-05 8.95507e-05 6.289e-05 7.0152e-05 9.49953e-05 6.87534e-05 6.35297e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 0.11398500000000002 0.085330000000000003 0.092005000000000017 0.091985000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10
leaf_value=-0.0006381829801289055 -0.00052175617544861772 0.00038640490070267078 0.00058349860511778856 0.00017041293097875814 -0.00047914457739073649 -0.00030185781259689601 -0.00043711753242569088 0.00081737289331415043 0.00016693662657731948
leaf_weight=0.0010682468678931923 0.0011115374748986951 0.0016788055138414982 0.0010529239028267993 0.0016986140964527128 0.0010215392618701706 0.0017361422953432269 0.001232764318274706 0.0010053045511267938 0.0014647861952179621
leaf_count=627 346 522 130 602 127 1000 122 313 121
internal_value=0 4.05278e-05 -1.5718e-05 4.5341e-05 -2.41073e-05 4.10179e-05 0.000151225 0.00041095 -0.000109112
internal_weight=0 0.0120024 0.0103236 0.00921207 0.00815915 0.00713761 0.00540147 0.00270392 0.00269755
internal_count=3910 3283 2761 2415 2285 2158 1158 915 243
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=9
num_cat=0
split_feature=51 160 13 13 3 1 13 1
split_gain=1.57291e-05 5.31242e-05 3.93705e-05 4.49474e-05 5.08824e-05 3.6382e-05 2.44641e-05 7.59779e-06
threshold=0.11255500000000002 -0.081069999999999989 -0.083514999999999992 0.076210000000000014 -0.046444999999999993 0.096035000000000023 -0.16277999999999995 0.10232500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3 -5
right_child=-2 2 3 7 5 -7 -8 -9
leaf_value=0.019697791935488099 -0.011881708233497689 -0.00073088567542039314 -0.031853819874193126 0.011542972178915718 0.0050167403980472874 -0.019058651582417402 0.018065953364383783 -0.00071372957668403058
leaf_weight=0.001339096630103293 0.0010148800384078534 0.0014955914383466974 0.0010462146984109456 0.0010005306650627587 0.0014160942682672102 0.0011274007137748281 0.001289302828599304 0.0010227334484658084
leaf_count=687 280 175 1291 212 204 278 650 133
internal_value=0 0.0012003 -0.00174925 -0.00657216 -0.0132903 -0.00565464 0.00797135 0.00534737
internal_weight=0 0.00973696 0.00839787 0.00561297 0.00358971 0.00254349 0.00278489 0.00202326
internal_count=3910 3630 2943 2118 1773 482 825 345
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=8
num_cat=0
split_feature=4 0 15 0 1 16 13
split_gain=1.70426e-05 4.61816e-05 3.36397e-05 2.91076e-05 7.47198e-05 4.70014e-05 2.52449e-05
threshold=0.0057500000000000008 -0.089879999999999974 -0.021529999999999997 -0.17106499999999999 0.11235500000000002 -0.077034999999999978 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -4
right_child=3 2 6 4 5 -7 -8
leaf_value=-0.018230486640716553 0.015422555336284933 0.017450012508201867 0.0050579700342705744 -0.015916042011412807 0.027649081531136571 -0.0025679065497055055 -0.014317998709856328
leaf_weight=0.0016035616845580408 0.0015653686298564449 0.0010288265109224702 0.0014727051183719142 0.0017576257582391282 0.0010036508340330581 0.0010567775755290531 0.0012374412495950011
leaf_count=581 171 481 1223 552 229 165 508
internal_value=0 -0.00403356 0.00205518 0.00393873 -0.000769535 0.012151 -0.00378901
internal_weight=0 0.00534253 0.00373897 0.00538342 0.00381805 0.00206043 0.00271015
internal_count=3910 2793 2212 1117 946 394 1731
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=10
num_cat=0
split_feature=484 159 47 12 52 12 2 52 4
split_gain=0.000107751 4.60884e-05 7.92579e-05 6.23613e-05 8.13737e-05 7.93154e-05 0.000113643 7.15192e-05 4.32105e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10678000000000001 -0.0089849999999999982 -0.0066199999999999991 0.10058500000000002 0.10113500000000002 0.084240000000000023 -0.00027999999999999998
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=-0.00059749183038048997 -0.00044100362350296105 0.00034609013770513946 0.00037866000748036069 -0.00061942053424044331 0.00085179383369364786 -0.00029044269638936633 -0.00012156132178909462 0.0001568367644257328 -4.6903212495569705e-05
leaf_weight=0.0010793727731626722 0.0014919508446524805 0.0017222076582931898 0.0017736072124051967 0.0010230654426438058 0.0012945085775781416 0.0013242539634262885 0.0017016741105161364 0.0010163149321958636 0.0010044688112537301
leaf_count=627 315 522 183 439 498 274 173 747 132
internal_value=0 4.85287e-05 3.18928e-07 -7.54501e-05 -1.39161e-06 0.000125652 0.000262976 0.000546147 -0.000335787
internal_weight=0 0.0123521 0.0106298 0.00885624 0.00736429 0.00533675 0.0040125 0.00231082 0.00202753
internal_count=3910 3283 2761 2578 2263 1692 1418 1245 571
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=9
num_cat=0
split_feature=484 159 47 2 2 16 2 0
split_gain=8.29898e-05 5.22528e-05 6.18066e-05 7.03031e-05 0.000110654 6.84318e-05 5.37275e-05 3.83733e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.15168999999999996 0.11542500000000001 -0.074249999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -6
right_child=1 -3 -4 6 7 -7 -8 -9
leaf_value=-0.00054760394884763211 0.00018682316977852113 0.000368828624759964 0.00032170061874298693 -0.00054634011161361871 0.00013194999569651563 -0.00045737413293181348 -3.0021945635580768e-05 0.00064827236066423847
leaf_weight=0.00100330946308039 0.0010355267588621432 0.0016026540547489634 0.001740870378207744 0.0017303295231359144 0.0011281388302540856 0.001634976990351543 0.0014032389601706589 0.0010862942079434732
leaf_count=627 126 522 193 356 678 969 310 129
internal_value=0 4.06973e-05 -1.31874e-05 -8.58938e-05 6.11547e-05 -0.000207577 -0.000315128 0.000385233
internal_weight=0 0.011362 0.00975938 0.00801851 0.00488494 0.0026705 0.00313357 0.00221443
internal_count=3910 3283 2761 2568 1902 1095 666 807
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=9
num_cat=0
split_feature=12 13 16 133 2 151 1 3
split_gain=1.56511e-05 4.2622e-05 4.60809e-05 6.0757e-05 5.43493e-05 4.72191e-05 4.86299e-05 4.03271e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.065880000000000008 0.089910000000000004 -0.0088999999999999982 0.11183500000000002 -0.032959999999999996
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=-0.027770449415950384 -0.0116899286845977 0.017650739554756326 -0.017246150514509864 0.023360551809000193 -0.011307277189025911 0.028183649840702374 -0.00082151559200065128 -0.0015333744108189393
leaf_weight=0.0010999529125036097 0.001041057385773759 0.0013570617911935609 0.0015136655417489348 0.0011178520957912811 0.0010776334975707257 0.0011850593847118937 0.0011284580351210484 0.0012533379841262926
leaf_count=1006 187 237 535 1032 190 357 173 193
internal_value=0 0.00121042 -0.00145322 0.00203034 -0.00212046 0.00598238 0.0140359 -0.0137969
internal_weight=0 0.00973302 0.00837596 0.00686229 0.00574444 0.00339115 0.00231352 0.00235329
internal_count=3910 3723 3486 2951 1919 720 530 1199
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=9
num_cat=0
split_feature=50 484 42 15 16 48 4 52
split_gain=1.56377e-05 3.94103e-05 4.40324e-05 4.92231e-05 7.11308e-05 8.59911e-05 6.4065e-05 5.38162e-05
threshold=0.084340000000000012 0.084225000000000008 -1.0000000180025095e-35 0.041585000000000004 -0.094359999999999986 0.08593000000000002 0.27020000000000005 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.01850140069461231 -0.011779076699002921 0.019054016568508848 -0.031996968191484905 0.019133034231620657 -0.020509280740467189 0.031754383934336702 -0.0001262293152981467 0.0094963380348538837
leaf_weight=0.0012399829004345652 0.0010250561664875797 0.0010975827239644341 0.0011638725107834965 0.0013489251034349541 0.0010126494030690495 0.0010165263827213097 0.0013768616355501885 0.0014588370749701682
leaf_count=813 731 417 175 653 444 268 267 142
internal_value=0 0.00120747 -0.00106555 0.00186494 -0.00199878 0.00727178 -0.0147257 -0.00279795
internal_weight=0 0.00971524 0.00861766 0.00737767 0.00602875 0.00348801 0.00254073 0.00247149
internal_count=3910 3179 2762 1949 1296 854 442 586
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=8
num_cat=0
split_feature=4 2 13 2 15 16 16
split_gain=1.66547e-05 4.33902e-05 5.48275e-05 6.17116e-05 2.49646e-05 5.11396e-05 4.50146e-05
threshold=0.0057500000000000008 0.10910500000000002 -0.084184999999999996 0.084235000000000018 -0.017214999999999998 -0.055679999999999993 -0.45301499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=-0.026460463137215645 -0.0049664966316808109 0.01344049389550981 0.01864871725515228 -0.011686561593379507 0.015939622483028115 -0.018716989013494157 0.019603181179542808
leaf_weight=0.0012253802111031973 0.0015630244551341963 0.0011271467748739192 0.0010179025707039721 0.0019655489713708493 0.001304629961332176 0.0010704520126964589 0.0014259939092841503
leaf_count=680 328 317 653 1143 152 317 320
internal_value=0 -0.00398477 -0.00865135 -0.00133668 0.00390577 3.83357e-05 0.00675515
internal_weight=0 0.00533598 0.00420883 0.00298345 0.0053641 0.00405947 0.00298902
internal_count=3910 2793 2476 1796 1117 965 648
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=9
num_cat=0
split_feature=51 160 13 2 151 16 43 3
split_gain=1.71582e-05 4.03613e-05 3.69561e-05 3.9756e-05 3.65504e-05 3.44019e-05 3.53916e-05 2.38135e-05
threshold=0.11255500000000002 -0.081069999999999989 -0.090744999999999978 0.099990000000000009 -0.076429999999999984 0.28937500000000005 -1.0000000180025095e-35 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=0.017465928175446874 -0.012467871083007563 -0.0050651418756190378 0.011335731214597002 0.020966904202033471 -0.02527583345903239 0.0072231728353933898 0.0048213381495291197 -0.01528289872822119
leaf_weight=0.0013268137616109553 0.0010042097519885477 0.00106662985945104 0.0010599028364121008 0.0013037223286144737 0.0015291498056698005 0.0010183177413085652 0.0011203739041620768 0.0012426802203109877
leaf_count=687 280 306 356 181 1176 339 464 121
internal_value=0 0.00126568 -0.00131138 0.0092528 -0.00550553 -0.0091406 -0.0134219 -0.00575106
internal_weight=0 0.00966759 0.00834078 0.00237035 0.00597042 0.00491052 0.0038922 0.00236305
internal_count=3910 3630 2943 487 2456 2100 1761 585
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 16 52 15 3
split_gain=0.000102176 6.46494e-05 7.40765e-05 8.84917e-05 0.000110279 7.1448e-05 6.70145e-05 0.000105963 3.70595e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.15168999999999996 0.10433000000000002 -0.03231499999999999 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 -6
right_child=1 -3 -4 6 8 -7 -8 -9 -10
leaf_value=-0.00061282609596083175 0.00018756490162957665 0.00039453342167106024 0.0003376887065572662 -9.7067187176421631e-05 0.00062744811157940464 -0.00045359513202280371 6.3298004271195569e-05 -0.00094306158947534205 0.00012881900212474863
leaf_weight=0.0010303292481650137 0.0010985758776303244 0.0016224937223384773 0.0017695676565882114 0.0010858996464754946 0.0011425985495667683 0.0017057515005635404 0.0010235709413900806 0.0011963241806969716 0.0011496840241052926
leaf_count=627 126 522 193 320 698 969 144 202 109
internal_value=0 3.10505e-05 -2.69273e-05 -0.000103716 5.83439e-05 -0.000202425 -0.000353568 -0.000540531 0.000377363
internal_weight=0 0.0117945 0.010172 0.0084024 0.00509661 0.00280433 0.00330579 0.00228222 0.00229228
internal_count=3910 3283 2761 2568 1902 1095 666 522 807
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=10
num_cat=0
split_feature=1 123 16 49 2 4 3 52 52
split_gain=2.51317e-05 4.34845e-05 4.52164e-05 5.74796e-05 7.44774e-05 0.000113519 8.23659e-05 6.2116e-05 8.5429e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 0.113945 0.074650000000000008 0.090325000000000003 0.0033900000000000002 -0.07984999999999999
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=-0.00044080913852843272 0.00029138911385745447 0.00034185384685661915 -0.0004447275442293227 -1.1136302727897952e-05 -0.00039078159805121552 0.00061553044697806934 0.00039440122766411305 0.00015807487301837273 -0.00078037062353360578
leaf_weight=0.0011096114316336758 0.0010468022919502421 0.0011074434666296278 0.0010778733273495182 0.0011840184934564634 0.001291181539434293 0.0014152891205718625 0.0013757679510874275 0.0013758479641827687 0.0010449399128075526
leaf_count=136 225 276 182 567 322 186 139 1077 800
internal_value=0 -2.65757e-05 -6.78957e-05 -2.0686e-05 3.87729e-05 0.00012549 -1.37603e-05 -0.000169534 -0.000371755
internal_weight=0 0.010982 0.00987453 0.00876492 0.00768704 0.00639586 0.00498057 0.00360481 0.00222896
internal_count=3910 3685 3409 3273 3091 2769 2583 2444 1367
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=8
num_cat=0
split_feature=151 4 0 48 42 16 4
split_gain=1.60359e-05 5.67648e-05 5.72737e-05 5.33939e-05 5.33322e-05 3.98181e-05 4.89186e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15713499999999997 0.086065000000000016 0.084100000000000022 0.15100500000000003 -0.076854999999999993
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=-0.010335815883334444 -0.021397969737650128 0.018708564403038332 0.028268215974089725 0.021097658443501588 -0.017713932324084927 -0.010106599508195266 -0.00042605912166498886
leaf_weight=0.001325701691840279 0.0012830120799229754 0.0015784908067080399 0.0010207035886990029 0.0011669480907226413 0.001612189119887877 0.0012984377858956883 0.0014216464749412627
leaf_count=406 151 375 571 439 1261 258 449
internal_value=0 0.00141387 -0.00208476 0.00171576 -0.00250949 0.00404326 0.0115658
internal_weight=0 0.00938143 0.00780294 0.00651993 0.00535298 0.00374079 0.00244235
internal_count=3910 3504 3129 2978 2539 1278 1020
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=8
num_cat=0
split_feature=52 160 4 3 16 0 3
split_gain=1.72211e-05 4.16282e-05 4.08682e-05 3.09935e-05 4.37172e-05 7.6664e-05 3.96496e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.13309499999999996 0.0054700000000000009 -0.08824499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.0061397371377180463 -0.019444693871705093 -0.012390657852475589 0.015231614657756635 0.011298191263676141 -0.013527894740981065 0.032615799117295396 -0.014905593055858918
leaf_weight=0.001631748699372648 0.0012524161977544891 0.0013864687547063635 0.0019812137446074234 0.0013579265080481784 0.0010104038934946324 0.0010513511650025206 0.0010046725605092777
leaf_count=795 924 144 395 403 92 1014 143
internal_value=0 -0.00290847 0.00557951 0.00065561 0.00474395 0.0101517 0.000155284
internal_weight=0 0.00706324 0.00361296 0.00581082 0.00442435 0.00341395 0.0023626
internal_count=3910 2720 1190 1796 1652 1560 546
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 16 52 15 0
split_gain=7.25781e-05 5.89815e-05 6.73183e-05 5.03394e-05 0.000126241 9.56242e-05 6.43309e-05 0.000129355 3.3385e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.15168999999999996 0.10433000000000002 -0.03231499999999999 -0.074249999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 -6
right_child=1 -3 -4 6 8 -7 -8 -9 -10
leaf_value=-0.00050368906050427442 0.00020230252595762136 0.00037279088872086704 0.00031475117846559175 9.553779365116148e-06 0.00013928330072036693 -0.00053742172297653503 0.00012275859834562266 -0.00092929746094778855 0.00061248320564793188
leaf_weight=0.0010447230800673555 0.0010953860157120639 0.0017062673692710808 0.0018784721185432585 0.0011040244109059459 0.0011900496032173939 0.0017377558647267881 0.001021491854525625 0.0011539626388033979 0.0011059185657818389
leaf_count=627 126 522 193 320 678 969 144 202 129
internal_value=0 3.51616e-05 -2.08394e-05 -9.58101e-05 2.55019e-05 -0.00025142 -0.000285542 -0.000470254 0.000367214
internal_weight=0 0.0119933 0.0102871 0.00840859 0.00512911 0.00283314 0.00327948 0.00225799 0.00229597
internal_count=3910 3283 2761 2568 1902 1095 666 522 807
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=10
num_cat=0
split_feature=484 159 150 1 42 150 3 12 43
split_gain=9.50206e-05 5.74356e-05 6.5448e-05 7.12041e-05 8.54951e-05 5.43478e-05 8.00607e-05 7.83329e-05 9.92397e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11398500000000002 0.12864500000000004 0.092635000000000009 0.082085000000000019 0.090325000000000003 0.091555000000000011 -0.00059999999999999995
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=-0.00058558820394593854 -0.00011972538139818845 0.00038491043702632249 -0.00047034694140487947 0.0004571287031162157 -0.0005577980652031457 0.00041153335500210915 -0.00037844074495128638 -0.00032050649583538352 0.00069273612181110678
leaf_weight=0.0010027319121504339 0.0010329833676736345 0.0016286795445915906 0.0010703275659706317 0.0013517988608716365 0.0010252845078864313 0.0012909470683261197 0.0017518437348274137 0.0010000777540423492 0.001312356863874875
leaf_count=627 747 522 145 203 502 235 148 489 292
internal_value=0 4.38513e-05 -1.26246e-05 4.32677e-05 -3.21969e-05 5.21602e-05 -3.88557e-05 0.00013897 0.000334895
internal_weight=0 0.0114643 0.00983562 0.00876529 0.00741349 0.00638821 0.00509726 0.00334542 0.00234534
internal_count=3910 3283 2761 2616 2413 1911 1676 1528 1039
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=10
num_cat=0
split_feature=484 159 15 16 124 151 0 0 13
split_gain=0.000147306 6.57373e-05 6.97933e-05 8.41183e-05 6.52162e-05 0.000111146 0.000107338 0.000143248 0.000100641
threshold=-1.0000000180025095e-35 0.088320000000000023 1.0000000180025095e-35 -0.15168999999999996 -0.018779999999999995 -0.044604999999999992 -0.13027499999999997 -0.075584999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 -8 -9
right_child=1 -3 3 -5 5 6 7 8 -10
leaf_value=-0.00070106650827788113 -0.00034926626498897628 0.00046614330541506008 7.1030730991834977e-05 -0.00070016731744277586 -0.00033237875406081383 0.00070153964467878317 -0.00044859311718772248 0.00068769266481884283 -4.4871462875354878e-05
leaf_weight=0.0010808389116088264 0.0011491908190757651 0.0013281171092148153 0.0011016455239011846 0.001073805784805656 0.0014466060082162857 0.0016307432325008654 0.001244974676012776 0.0015487882213225724 0.001349042957594547
leaf_count=627 224 388 89 1207 295 152 502 238 188
internal_value=0 5.50333e-05 3.25402e-06 -0.000309634 8.45832e-05 0.000153637 0.000275411 0.000107673 0.000346658
internal_weight=0 0.0118729 0.0105448 0.00217545 0.00836935 0.00722016 0.00577355 0.00414281 0.00289783
internal_count=3910 3283 2895 1296 1599 1375 1080 928 426
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 1 51 1 2 48
split_gain=0.000253968 0.000105556 0.000152341 0.000140256 0.000158916 7.13479e-05 6.6149e-05 9.06784e-05 0.000139867 7.38224e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 -0.18906999999999999 0.084240000000000023 0.084330000000000016 -0.09021499999999999 0.11052000000000002 0.097940000000000013 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 9 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00094014015335489693 0.00077537254977164702 0.00065969305126799618 -0.00069942487185611902 0.00058795738472937863 -0.0008442425289165471 -0.00010811103126503164 0.00017244823953008217 -0.000365092727008443 0.00062589872144497608 -0.0004649195456989912
leaf_weight=0.0010433962422274302 0.0010176636869308866 0.001056931780456293 0.0010507635731409381 0.0010937268196312125 0.0010157200676559975 0.0010091392269333879 0.0018723888738024228 0.001446481532359596 0.0018055109222635118 0.0011145436745584672
leaf_count=612 156 216 117 305 798 196 810 232 295 173
internal_value=0 6.68536e-05 1.20142e-05 8.40665e-05 8.88438e-06 -0.000477373 0.000143161 6.5185e-05 0.000195054 -6.53791e-05
internal_weight=0 0.0124829 0.0114259 0.0103752 0.00935751 0.00202486 0.00733265 0.00623893 0.00479244 0.00298693
internal_count=3910 3298 3082 2965 2809 994 1815 1510 1278 983
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=9
num_cat=0
split_feature=484 159 12 47 2 16 2 0
split_gain=7.6159e-05 4.05734e-05 6.49552e-05 6.52109e-05 8.18748e-05 0.00013124 0.000150466 9.13232e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 0.10113500000000002 -0.114825 0.086650000000000019 -0.08317999999999999
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=-0.00052470551401029384 0.0007220659122441662 0.0003249362458200219 -0.00045996852546150503 0.00040178894507484942 -1.9467013890453659e-05 -0.00049625325923646736 0.00033548931262305007 -0.00075386120616752889
leaf_weight=0.0010142990856167435 0.0010871638191007572 0.0016052255777308311 0.00110165904225342 0.0016099086285399971 0.0017033929515354468 0.0016014493987780228 0.0017500182350489277 0.00105370812510463
leaf_count=627 222 522 123 179 224 932 712 369
internal_value=0 3.57518e-05 -1.11032e-05 4.50536e-05 -3.47592e-05 0.000130083 -6.19466e-05 -0.000300138
internal_weight=0 0.0115125 0.0099073 0.00880564 0.00719573 0.00443863 0.00335147 0.0027571
internal_count=3910 3283 2761 2638 2459 1866 1644 593
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=8
num_cat=0
split_feature=0 1 4 49 48 16 3
split_gain=1.81425e-05 4.59875e-05 4.04722e-05 5.7948e-05 4.40424e-05 4.35924e-05 4.02435e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0057500000000000008 -0.045004999999999996 0.085760000000000017 -0.45301499999999995 0.10223
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=-0.017095443596037988 0.0090141348065988329 0.0015669639278740933 0.027177824177463519 -0.015097520407572645 -0.024954949837671405 0.019176531755541779 -0.0068764255444289726
leaf_weight=0.0016332961622843832 0.001827687576070801 0.0016698832108098787 0.0010955232886239452 0.001155221926638817 0.0010017218608701986 0.0014424953016325781 0.0010066614953149139
leaf_count=1905 255 789 128 197 258 296 82
internal_value=0 -0.00191347 0.00145038 0.00703691 -0.00837746 0.000915231 0.00846815
internal_weight=0 0.0090048 0.00737151 0.0046999 0.00267161 0.00360438 0.00244916
internal_count=3910 3655 1750 703 1047 575 378
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=9
num_cat=0
split_feature=124 3 4 48 15 3 12 2
split_gain=1.7987e-05 2.62886e-05 3.90176e-05 4.38599e-05 4.37961e-05 5.20342e-05 8.46449e-05 2.19693e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.23071499999999998 0.087035000000000015 0.079360000000000014 -0.10315499999999998 1.0000000180025095e-35 0.086245000000000002
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=0.012454680781722665 -0.02149361354217828 0.011168122017398243 0.024069115715489621 -0.015473040918257523 -0.015336967883460565 0.02186482169018876 -0.021966643117849016 0.001875159268523713
leaf_weight=0.001037726212887548 0.0010566450342402393 0.0014234149836940052 0.0013302772634248053 0.0016145940433981371 0.001040019854348693 0.0011119127388043374 0.0011027534155242775 0.0010875568266411082
leaf_count=310 248 206 181 413 1359 99 926 168
internal_value=0 -0.0013926 -0.00353541 -0.00093144 0.0032076 0.00737095 0.00064421 0.0119807
internal_weight=0 0.00976717 0.00834376 0.00728711 0.00567252 0.0046325 0.00330222 0.00219947
internal_count=3910 3600 3394 3146 2733 1374 1193 267
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=11
num_cat=0
split_feature=484 41 150 3 2 2 2 16 12 15
split_gain=0.000120582 4.39437e-05 9.76865e-05 0.000111266 7.52884e-05 8.54874e-05 0.000159852 5.97896e-05 4.80712e-05 6.15721e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.113945 0.096540000000000015 0.10393500000000001 -0.15168999999999996 0.051320000000000005 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.00063975271809412111 0.00063792254154148404 -0.00033691780529906208 -0.00046904790876880212 0.00041529624980132644 -0.00032530303569602598 0.0010260876352263151 -4.3782500835422229e-05 -0.00024475977514511351 -0.00039445646117730262 0.00041937253302400237
leaf_weight=0.0010677716285713438 0.001499594466677614 0.0010428361633877297 0.001103737902384991 0.0010299477623374287 0.0015951688084071174 0.0010353445973728097 0.0011153376662458919 0.0011468895814107476 0.0014631859710962009 0.0010087729207921975
leaf_count=627 229 191 142 170 417 211 190 140 1482 111
internal_value=0 4.77615e-05 8.42371e-05 0.000145958 5.80749e-05 0.000148016 0.000471256 -1.52523e-06 -0.000120155 6.60304e-05
internal_weight=0 0.0120408 0.010998 0.00989424 0.00839465 0.00679948 0.00215068 0.0046488 0.00361885 0.00215566
internal_count=3910 3283 3092 2950 2721 2304 401 1903 1733 251
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=9
num_cat=0
split_feature=484 159 47 2 2 16 1 0
split_gain=9.89382e-05 4.64776e-05 6.81979e-05 5.23972e-05 0.000102371 7.76385e-05 4.6452e-05 3.64654e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.15168999999999996 0.10617500000000001 -0.074249999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -6
right_child=1 -3 -4 6 7 -7 -8 -9
leaf_value=-0.00059368320984132868 0.00021327000874598378 0.00035232541534883634 0.00034256121403419419 -0.00050924244622501584 0.00011116306441277968 -0.00046876127198481178 -3.3023897086810563e-05 0.0006180961052148562
leaf_weight=0.00101499312965789 0.0010359831916332283 0.0016241554175532033 0.0017719337220738962 0.0016321661765787254 0.0011077438250997685 0.0016860331040568872 0.0015217069889491566 0.0010749712149661778
leaf_count=627 126 522 193 425 678 969 241 129
internal_value=0 4.50452e-05 -5.72221e-06 -8.23031e-05 4.44821e-05 -0.000209184 -0.000279473 0.000360824
internal_weight=0 0.0114547 0.00983054 0.0080586 0.00490473 0.00272202 0.00315387 0.00218272
internal_count=3910 3283 2761 2568 1902 1095 666 807
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=9
num_cat=0
split_feature=484 159 42 47 2 2 2 16
split_gain=0.000116431 3.59765e-05 7.32832e-05 6.11192e-05 8.29109e-05 7.8921e-05 7.7152e-05 0.000104569
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.10561500000000001 0.10113500000000002 0.11542500000000001 0.086650000000000019 -0.11807499999999999
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=-0.0006359384098722136 -0.0004065536527406837 0.0003184868278992724 0.00044327086738528122 0.00048003293923028673 -0.00053249284491643475 0.00010153346714352069 0.00047170864793196783 -0.00037314482175879844
leaf_weight=0.00103984413108718 0.00142890215477049 0.0016345730550428863 0.0010000345475012307 0.0012173290379917543 0.0016539153585092665 0.0013884814657611035 0.0019313796255379795 0.0015198904650470634
leaf_count=627 841 522 131 151 269 244 525 600
internal_value=0 4.85368e-05 5.02048e-06 7.25325e-05 6.33527e-06 -0.000243137 0.000176846 -4.91495e-05
internal_weight=0 0.0117745 0.0101399 0.00871103 0.0074937 0.0030424 0.0044513 0.00251993
internal_count=3910 3283 2761 1920 1769 513 1256 731
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=9
num_cat=0
split_feature=132 42 160 43 3 13 1 4
split_gain=1.72103e-05 4.52379e-05 5.08254e-05 4.88005e-05 0.000125067 3.37885e-05 6.04102e-05 9.06728e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -0.082234999999999989 -0.019509999999999996 -0.077894999999999978 -0.10939499999999998 0.11052000000000002 0.0057500000000000008
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=-0.020028220105247695 0.01240791288252354 -0.019915442236724579 -0.0081109485349073196 0.010226591579132097 0.040204226458555301 -0.015908465855017085 -0.023976897664927041 0.022354000838613084
leaf_weight=0.0011451494062254984 0.0010029555381523185 0.0010158010211020934 0.0010434277152788786 0.0017972885959182156 0.0011011984021763294 0.0012735487974422969 0.0012909812374704704 0.0012056794748595244
leaf_count=868 395 589 522 244 390 620 126 156
internal_value=0 -0.0013408 0.00111109 0.00388059 0.0166974 -0.0010565 -0.00643523 0.00269905
internal_weight=0 0.00987307 0.00872793 0.00771212 0.00214463 0.0055675 0.00377021 0.00247923
internal_count=3910 3515 2647 2058 912 1146 902 776
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=10
num_cat=0
split_feature=484 52 2 12 43 1 13 0 3
split_gain=7.9306e-05 6.12726e-05 9.62416e-05 7.85465e-05 8.44044e-05 6.97991e-05 8.85747e-05 7.06268e-05 7.3103e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 0.091985000000000011 0.11655500000000001 -0.15648499999999999 0.11797500000000001 -0.15610499999999997 -0.14674999999999996 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -8 -9
right_child=1 3 -4 -5 5 -7 7 8 -10
leaf_value=-0.00052192563955737626 -4.3250323635044707e-06 0.00053812427362629704 0.00070009850507496006 -0.00052830083161357617 -0.0006626934749101339 0.00035839606070499363 0.00025708356514302804 0.00012946504083087524 -0.00053914819061555018
leaf_weight=0.0010794294655262935 0.0019271988170722443 0.0010484845532066486 0.0012163030880249395 0.0011503378093022411 0.0010654990339730198 0.001248799680827346 0.0018657874514741834 0.0011229329643336729 0.001428460427259276
leaf_count=627 384 165 425 110 67 304 192 638 998
internal_value=0 3.2802e-05 0.000268235 -5.00713e-05 2.06392e-05 -5.99634e-05 -0.000155254 -3.28508e-05 -0.000244875
internal_weight=0 0.0120738 0.0031435 0.0089303 0.00777996 0.00673148 0.00548268 0.00441718 0.00255139
internal_count=3910 3283 809 2474 2364 2199 1895 1828 1636
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=10
num_cat=0
split_feature=484 474 52 2 52 16 2 3 52
split_gain=0.000184831 7.21923e-05 6.64223e-05 0.000123579 6.75706e-05 0.000123777 8.62989e-05 0.000103356 4.81789e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 0.10701500000000001 -0.15168999999999996 0.10679500000000001 -0.090854999999999977 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -7
right_child=1 -3 4 -5 -6 8 -8 -9 -10
leaf_value=-0.00082223102361026162 -7.0294276326914897e-05 0.00055517473927044138 -6.1078062026831669e-05 0.00079747093333456111 0.00026154768116285095 -0.00064120798910493617 -0.00029596818831501947 0.00079114017662091035 -0.00014366050083628503
leaf_weight=0.0010000458019514295 0.001550624388031446 0.0010154266545563421 0.001207113554396011 0.0010638405200651931 0.0018172552541207646 0.001929991104209933 0.0014084906398849606 0.0010007124871883144 0.0012220263242223453
leaf_count=612 300 318 68 360 571 754 205 165 557
internal_value=0 5.45574e-05 9.17008e-06 0.000282804 -7.41564e-05 -0.000164291 8.32635e-05 0.000325196 -0.000448311
internal_weight=0 0.0122155 0.0112001 0.00261446 0.00858559 0.00676833 0.00361632 0.00220783 0.00315202
internal_count=3910 3298 2980 660 2320 1749 438 233 1311
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=11
num_cat=0
split_feature=484 474 1 43 2 2 15 3 2 1
split_gain=0.000221991 0.00010045 8.59593e-05 0.000112703 0.000182643 0.000113741 7.68629e-05 5.86661e-05 3.07444e-05 2.00854e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 -0.073139999999999983 0.087995000000000004 0.10113500000000002 -0.0058549999999999991 -0.078669999999999976 0.087005000000000013 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 -6 -7 8 -2 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00089719543671190486 0.00026004029736854505 0.00063599347467350998 0.00054075284003186127 -0.00087646992686581104 0.00045392357011566497 7.6121305737731178e-05 -0.00056963150060237837 0.00050851174073494767 -0.00021259066165982697 -0.0004912813575156552
leaf_weight=0.0010017750379407763 0.0010053589147580569 0.0010723967716719301 0.0010553762403584513 0.0010288264996367435 0.0015351803385823749 0.0016165460770080288 0.0012618437625134147 0.001599962220817036 0.0011171438093682217 0.0010533268782642012
leaf_count=612 274 318 199 734 430 256 208 347 388 144
internal_value=0 6.25452e-05 7.99602e-06 -4.70293e-05 -0.000202917 2.29117e-05 -0.000206967 0.000224996 1.12789e-05 -0.000681609
internal_weight=0 0.012346 0.0112736 0.0102182 0.00649572 0.00441357 0.00287839 0.00372246 0.0021225 0.00208215
internal_count=3910 3298 2980 2781 1772 894 464 1009 662 878
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 2 16 0 48
split_gain=9.85027e-05 6.50238e-05 6.42988e-05 5.6305e-05 0.000107942 8.57857e-05 8.00666e-05 7.78033e-05 5.55015e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.10113500000000002 0.086650000000000019 0.11125500000000001 -0.15168999999999996 -0.089879999999999974 0.082070000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -6 -7
right_child=1 -3 -4 5 7 8 -8 -9 -10
leaf_value=-0.00057915209272954181 0.00021221499923061216 0.00045157622026819152 0.00032602763904730151 -0.00073585712855454963 -4.1252082733732704e-05 0.00021294471642100424 -0.00045044081377133334 0.00066444952610135552 -0.00040237800444050992
leaf_weight=0.0010739257466957806 0.001113803681049111 0.0013181076704861733 0.001812841350391582 0.0010752774778815654 0.0010813295845437101 0.0012527567115312467 0.001891599045548372 0.0013511712240869092 0.0010244651081964811
leaf_count=627 128 388 196 280 277 315 1018 583 98
internal_value=0 4.08551e-05 -1.02024e-05 -7.95429e-05 4.36732e-05 -0.000279405 -0.00020486 0.000350741 -6.38736e-05
internal_weight=0 0.0119214 0.0106032 0.0087904 0.0054379 0.0033525 0.0030054 0.0024325 0.00227722
internal_count=3910 3283 2895 2699 2006 693 1146 860 413
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=8
num_cat=0
split_feature=0 1 4 49 12 16 3
split_gain=1.62435e-05 3.74883e-05 3.09227e-05 4.83667e-05 4.32013e-05 9.82045e-05 4.11008e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0057500000000000008 -0.045004999999999996 0.051320000000000005 -0.057604999999999996 -0.010319999999999998
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=-0.015395090461015766 0.008423491976852571 0.0073693088453507822 0.024381420251491519 -0.01073212210418354 -0.012658039608405525 0.031870334882218493 -0.017670735852638533
leaf_weight=0.0016663622669581754 0.0018580525869091062 0.0011157097787793896 0.0011048625892010264 0.0011398375221047621 0.0014820499775161661 0.0010300419140770174 0.0015892288040594957
leaf_count=1905 255 762 128 256 211 108 285
internal_value=0 -0.00183406 0.00119441 0.00604886 0.00050249 0.00949127 -0.00734243
internal_weight=0 0.00912809 0.00746173 0.00475679 0.00365193 0.00216988 0.00270494
internal_count=3910 3655 1750 703 575 364 1047
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=11
num_cat=0
split_feature=14 157 132 160 42 160 43 4 16 1
split_gain=0.000201943 0.000113034 7.10185e-05 9.54453e-05 8.77689e-05 8.37428e-05 7.58897e-05 7.51587e-05 0.000131222 8.72137e-05
threshold=0.018455000000000003 -0.077044999999999988 0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 0.093240000000000017 0.074650000000000008 -0.5152199999999999 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 -9 -6
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.00065587962876354411 -0.00084921519197325962 -0.00050426061678716786 0.00049497045780539631 -0.00047114560511951728 0.00039584922055647113 -0.00041817473320678901 -0.00028564749821870125 0.00011943494991029606 0.0010804389997714494 -0.00024006135683864453
leaf_weight=0.0011266074611026794 0.0010073008052916528 0.0014863774881648693 0.0010313446670430554 0.0011525760326433964 0.001763056775709892 0.0010038902730530146 0.0010803318392285655 0.0011808352750346748 0.0010165621829788657 0.0015654256350094639
leaf_count=452 159 769 309 716 533 229 101 134 132 376
internal_value=0 6.36679e-05 4.52197e-06 -4.4831e-05 3.31002e-05 0.00010947 0.000189652 0.000282575 0.000564016 9.67728e-05
internal_weight=0 0.012407 0.0112804 0.0102491 0.00876268 0.0076101 0.00660621 0.00552588 0.0021974 0.00332848
internal_count=3910 3751 3299 2990 2221 1505 1276 1175 266 909
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=11
num_cat=0
split_feature=14 157 132 160 12 160 12 47 4 12
split_gain=0.000237251 9.40099e-05 5.1809e-05 6.38527e-05 7.29989e-05 0.000104635 8.20457e-05 7.28082e-05 8.00097e-05 1.97745e-05
threshold=0.018455000000000003 -0.072409999999999988 0.079995000000000011 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.098845000000000016 0.09252500000000001 0.050655000000000006 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 -6
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00060356806540020822 -0.0009192354542393483 -0.00040801146855539517 0.00043428730590460145 -0.00037320196279522785 0.00011950567196658004 -0.0003825076273769641 -0.00013626525722294579 -5.4916610072704446e-05 0.00098334897212676189 0.00050372316562369323
leaf_weight=0.0011547944192460994 0.0010064397134672111 0.0014496127778240902 0.0010305408386019769 0.001396875568317686 0.0010393150201005641 0.0013180526796707061 0.001685592158951494 0.0011070022460447516 0.0010111186323248536 0.0010208646830034685
leaf_count=496 159 739 305 342 140 292 317 119 124 877
internal_value=0 7.12185e-05 1.56298e-05 -2.73922e-05 3.69232e-05 0.000116692 0.000228899 0.000376212 0.000531606 0.000309894
internal_weight=0 0.0122138 0.011059 0.0100284 0.00857882 0.00718195 0.00586389 0.0041783 0.0030713 0.00206018
internal_count=3910 3751 3255 2950 2211 1869 1577 1260 1141 1017
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 12 1 4
split_gain=7.6497e-05 3.73091e-05 6.95981e-05 5.25481e-05 7.9353e-05 5.15815e-05 8.72092e-05 4.85959e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.085185000000000025 0.076710000000000014 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00052729045213312838 -0.00051564489404613248 0.00031160895081943951 0.00034199728173842049 -0.00042238894298451431 -0.0004617116985276473 0.00037413285730153283 -9.7118526938208807e-05 0.00042629202567606191
leaf_weight=0.0010106555591220057 0.0010601508636476605 0.0016156008214601872 0.0017781494004659249 0.001465627302871717 0.0012347491608616376 0.0016841131724935638 0.0014644979353375396 0.001276356018154734
leaf_count=627 300 522 193 368 227 1314 254 105
internal_value=0 3.52084e-05 -9.60988e-06 -8.59901e-05 -1.26203e-05 8.84742e-05 -3.80928e-05 0.000146622
internal_weight=0 0.0115792 0.00996364 0.00818549 0.00671987 0.00548512 0.003801 0.00274085
internal_count=3910 3283 2761 2568 2200 1973 659 359
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=11
num_cat=0
split_feature=484 4 4 1 4 4 0 12 15 47
split_gain=8.53776e-05 4.72913e-05 0.000108669 7.89986e-05 8.96449e-05 9.12174e-05 8.13301e-05 6.36385e-05 8.38254e-05 0.00010964
threshold=-1.0000000180025095e-35 -0.15534499999999998 -0.49837999999999999 0.083370000000000014 -0.0025899999999999994 0.044585000000000007 -0.084074999999999997 0.10333000000000002 -0.14676499999999995 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 8 -7 -10
right_child=1 3 -4 4 5 7 -8 -9 9 -11
leaf_value=-0.00054791890826758895 -0.00023911762562036956 -0.00072291381384632979 0.00058096351550565215 0.0005153312450778861 -0.00051123371530311604 0.00039263923586628616 1.9756380279591008e-05 0.00048608504148071484 0.00016396534653631656 -0.00071029278846437697
leaf_weight=0.0010443458548918287 0.0010032426451761188 0.0011208904345335977 0.0016314837123548318 0.0014117564104553487 0.0012227796619572063 0.001114403034130804 0.0011470768594249127 0.0011699541827044149 0.0011185148031939889 0.001087926116168772
leaf_count=627 151 815 168 635 168 270 776 85 119 96
internal_value=0 3.65478e-05 0.000268696 -2.85674e-05 7.28812e-05 -3.64428e-05 -0.000347291 9.28359e-05 -4.57083e-05 -0.000267104
internal_weight=0 0.012028 0.00263473 0.0093933 0.00712533 0.00571358 0.00226797 0.0044908 0.00332084 0.00220644
internal_count=3910 3283 319 2964 1373 738 1591 570 485 215
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=9
num_cat=0
split_feature=50 133 49 160 16 13 0 3
split_gain=1.95351e-05 3.93211e-05 6.16256e-05 9.13845e-05 5.71543e-05 3.89013e-05 5.28199e-05 6.16746e-05
threshold=0.086465000000000014 0.087895000000000015 -0.006494999999999999 -0.075234999999999982 -0.072359999999999994 0.11202500000000001 -0.13027499999999997 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=0.0022105813877268238 -0.013379448876083264 -0.016666210780529985 0.03262643166601617 0.01336375162900064 -0.026373260763218442 0.020212588101875876 0.0034494936533885421 -0.029590123517459765
leaf_weight=0.0019091391025113083 0.0010082292265269901 0.0010957072561317274 0.0013090121811721043 0.0013862663972435928 0.0011040819265400346 0.0010002071352368208 0.0012586830991904532 0.0010251359766756578
leaf_count=239 715 729 404 182 308 104 893 336
internal_value=0 0.0012192 0.00339848 0.00927513 -0.0082629 0.00273011 -0.00203438 -0.011381
internal_weight=0 0.0100882 0.00899253 0.0059793 0.00301322 0.00467029 0.00367009 0.00228382
internal_count=3910 3195 2466 1919 547 1515 1411 1229
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=10
num_cat=0
split_feature=50 150 124 1 42 0 4 52 3
split_gain=1.58563e-05 3.76264e-05 5.27996e-05 7.57866e-05 7.5914e-05 5.07496e-05 5.44787e-05 4.87574e-05 1.68879e-05
threshold=0.086465000000000014 0.11398500000000002 -0.018779999999999995 0.12485500000000001 0.085775000000000004 0.076335000000000014 0.0057500000000000008 -0.066329999999999986 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.017831325074781839 -0.012063180491007377 -0.017131735896022324 -0.023234304071126515 0.031626816421021352 -0.017334224954748439 0.027985294596205704 0.023318031821525777 0.0060699175144930543 0.0055108600091177042
leaf_weight=0.0010583547427190686 0.0010065143775509792 0.0010172070999281855 0.0010619741966578511 0.0010040225938460082 0.001542716705298432 0.0010134231713326836 0.0010959870148094107 0.0012201047141602577 0.0010360251317710345
leaf_count=276 715 158 370 215 1000 128 252 728 68
internal_value=0 0.00110173 0.00315509 0.00594044 0.00224046 0.00780436 0.00317106 -0.00756691 0.0146649
internal_weight=0 0.0100498 0.00903261 0.00797425 0.00697023 0.00542751 0.00441409 0.00228208 0.00213201
internal_count=3910 3195 3037 2761 2546 1546 1418 1098 320
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=10
num_cat=0
split_feature=484 16 42 0 15 151 3 2 12
split_gain=8.14479e-05 3.6469e-05 5.0405e-05 7.04246e-05 0.000134196 9.23661e-05 9.76801e-05 0.000261178 1.34203e-05
threshold=-1.0000000180025095e-35 0.3935300000000001 0.093230000000000021 0.048950000000000007 1.0000000180025095e-35 -0.044604999999999992 0.12046500000000002 0.089910000000000004 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00053760445233018948 -0.00024956805055357563 -0.00026585662421562458 -0.00031196824664536736 0.00049956457345798767 -0.00047148938793712677 -0.00013424272982035711 -0.00022279238208366728 0.0010946437654183311 0.00018191378429237423
leaf_weight=0.0010124798517695205 0.0014526204128344844 0.0013094510288127097 0.001115326794980582 0.0016262330101454447 0.0015172112689243499 0.0010668184905768649 0.0010017431420149348 0.0014947747056142319 0.0010001323195334175
leaf_count=627 363 331 572 127 969 212 139 379 191
internal_value=0 4.23201e-05 8.15948e-05 0.000129518 4.96348e-05 0.000181058 0.000318133 0.00047027 1.87354e-05
internal_weight=0 0.0115843 0.0102749 0.00915953 0.0075333 0.00601609 0.00456347 0.00356173 0.00206695
internal_count=3910 3283 2952 2380 2253 1284 921 782 403
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=11
num_cat=0
split_feature=14 157 132 160 42 43 160 151 4 1
split_gain=0.000239138 0.000114135 6.11607e-05 8.36131e-05 7.51008e-05 8.94466e-05 9.14896e-05 6.89821e-05 0.000195132 6.25248e-05
threshold=0.020750000000000005 -0.072409999999999988 0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093240000000000017 0.087825000000000014 -0.0080899999999999982 0.061775000000000004 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 9 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.00065101731049453291 -0.0009196655409852109 -0.00046959069943037888 0.00046398802859717219 -0.00041942367943963665 -9.9014543204241568e-05 -0.00040027334573401459 -0.00025983215599978074 0.00040500886226646818 0.0010109373509813247 -0.00021667261094036202
leaf_weight=0.0011844862650690511 0.0010107334185841471 0.001458441096044095 0.001041176574220812 0.0011954731175835903 0.0011797348205815324 0.0011275359133149261 0.0013310852113634902 0.0013018511828486673 0.001458543732166106 0.0011909954844650673
leaf_count=496 153 745 305 716 193 114 261 437 182 308
internal_value=0 7.19882e-05 1.12117e-05 -3.48089e-05 3.73695e-05 0.00010932 0.000198234 0.000317063 0.000441288 0.000107991
internal_weight=0 0.0124693 0.0112848 0.0102437 0.00878522 0.00758975 0.00646221 0.00513113 0.00395139 0.00249285
internal_count=3910 3757 3261 2956 2211 1495 1381 1120 927 745
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=12
num_cat=0
split_feature=14 132 157 16 16 13 0 1 2 12 52
split_gain=0.000225953 8.85001e-05 9.48316e-05 7.90086e-05 0.000117048 0.000101103 7.94758e-05 0.000189547 8.56155e-05 7.33985e-05 6.01216e-05
threshold=0.018455000000000003 0.080815000000000012 -0.073574999999999988 -0.063614999999999991 0.20277000000000003 -0.0041499999999999983 -0.16443499999999997 0.11561500000000001 0.11260500000000001 0.085945000000000008 0.092885000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 9 -4 -8 -6
right_child=-2 -3 3 4 10 -7 7 -9 -10 -11 -12
leaf_value=0.00057425116143127093 -0.00090182534811852216 0.00055807476232844536 0.00017604175242028275 4.609695325800214e-06 -0.00017088047041091933 -0.00076770084398707279 0.00035300440679983408 0.0010056054895244955 -0.00059369558405907659 -0.00033126277177512219 0.00046926736311377
leaf_weight=0.0010471792985954796 0.001003984113998717 0.0012568490094881238 0.0012287716351215856 0.0010216658842074054 0.0012929039794488577 0.0017995679364081209 0.0011732224967035401 0.001031947054108002 0.0010140125224627162 0.0012393594893549166 0.0010006094305136104
leaf_count=442 159 353 87 649 370 235 338 212 90 949 26
internal_value=0 6.3344e-05 1.08679e-05 -4.37479e-05 -0.000220578 -0.000488021 0.00011528 0.000302314 -0.000171974 1.49178e-06 0.000108402
internal_weight=0 0.0131061 0.0118492 0.0108021 0.00511475 0.00282123 0.00568731 0.00344453 0.00224278 0.00241258 0.00229351
internal_count=3910 3751 3398 2956 1280 884 1676 1499 177 1287 396
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=10
num_cat=0
split_feature=124 42 51 42 43 49 2 0 1
split_gain=1.98627e-05 3.12722e-05 4.69895e-05 5.08832e-05 7.09766e-05 6.09769e-05 6.69582e-05 7.68755e-05 5.23145e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.024250000000000004 0.11165000000000001 -0.010494999999999999 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.012810825646357852 -0.01716894722145771 -0.017452159317554738 0.029259608006331823 -0.01712746442092573 0.016087788882062134 0.024035614261903024 0.016955339572434978 -0.033182990999178888 -0.014605389186190715
leaf_weight=0.0010776204843918049 0.0011272818831377001 0.0012525155302475595 0.0011491227913719912 0.0010401094972621256 0.0010508820759689832 0.0010164608144549369 0.0012130430026321779 0.0010285139106176715 0.001177576966497642
leaf_count=310 983 494 571 642 385 122 156 89 158
internal_value=0 -0.0014746 0.000506975 0.00343753 0.00666103 0.00192784 -0.00309937 -0.0105686 -0.000131302
internal_weight=0 0.0100555 0.00892822 0.00767571 0.0066356 0.00548648 0.00447002 0.00325697 0.00222846
internal_count=3910 3600 2617 2123 1481 910 788 632 543
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=8
num_cat=0
split_feature=52 0 16 160 12 2 2
split_gain=1.87859e-05 4.6267e-05 4.6341e-05 3.67185e-05 2.68867e-05 7.03447e-05 6.80522e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.26364000000000004 -1.0000000180025095e-35 0.099370000000000014 0.083585000000000007 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=-0.01155744714334267 -0.01826699568554398 0.023419406026873663 -0.0037637184736997124 -0.016520100484563503 -0.011186687027630891 0.029310004195607378 1.4755418021497863e-05
leaf_weight=0.0010986186004197009 0.0012999444250955906 0.0016149649753656309 0.0010253011712559872 0.001207298917727426 0.0015326892279209784 0.0013176301470936608 0.0019913568411170832
leaf_count=96 924 680 414 495 281 713 307
internal_value=0 0.00568762 0.0128633 -0.00301913 0.000257682 0.00414155 0.01168
internal_weight=0 0.00373888 0.00264027 0.00734892 0.00604898 0.00451629 0.00330899
internal_count=3910 1190 1094 2720 1796 1515 1020
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=11
num_cat=0
split_feature=484 15 15 43 15 15 49 16 16 151
split_gain=9.19395e-05 3.89905e-05 4.28397e-05 4.87042e-05 5.91621e-05 7.41136e-05 6.72017e-05 8.44087e-05 0.000104684 2.9749e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.03231499999999999 -0.075094999999999981 -0.0057999999999999987 0.15100500000000003 -0.035699999999999989 -0.0080899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 -6 8 -8 -5
right_child=1 2 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.00057362025523693559 0.0003693116083484751 -0.00035609775546593155 0.00035452910917827343 0.00019040190305820648 -0.00056441349004693905 0.00057225747585837089 -0.00021587886361949579 -0.00046341856480307437 0.00062891612506194201 -0.00027416057892079343
leaf_weight=0.001030402749322778 0.0012180187343491114 0.0011636337797331737 0.0015992635725059013 0.0010674088874430354 0.0011967851362420312 0.0011835392372054683 0.0011603474581436618 0.0011214656731128106 0.0010972026212021984 0.0010525369727033165
leaf_count=627 278 257 199 171 248 296 983 172 330 349
internal_value=0 3.69954e-05 -1.03888e-06 4.25499e-05 -2.07727e-05 0.000179193 -0.000165137 -2.37211e-05 0.000194704 -4.02498e-05
internal_weight=0 0.0118602 0.0106422 0.00947855 0.00787929 0.00330349 0.0045758 0.00337902 0.00225755 0.00211995
internal_count=3910 3283 3005 2748 2549 816 1733 1485 1313 520
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=9
num_cat=0
split_feature=4 151 0 3 3 3 0 1
split_gain=1.84197e-05 3.07579e-05 5.45669e-05 4.49549e-05 3.90387e-05 5.51727e-05 5.56054e-05 2.27854e-06
threshold=0.28937500000000005 -0.051109999999999996 -0.15713499999999997 0.13772500000000001 -0.015794999999999997 -0.078669999999999976 -0.060094999999999989 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -2
right_child=7 2 3 -5 -6 -7 -8 -9
leaf_value=0.010820396221432126 0.011854087919347606 -0.02348100332703874 -0.024682994517152591 0.017548761843364995 -0.017655455330289709 0.019467736823359717 0.0059655745077109171 0.0051491482831525753
leaf_weight=0.0015489278550602625 0.0010233470093416457 0.0012778697646521741 0.0010486195975889664 0.0010999667309587874 0.0016055422669796517 0.0011219814259674477 0.0013593397329516562 0.0010041770580635331
leaf_count=532 118 148 1484 97 257 736 230 308
internal_value=0 -0.0020106 -0.00465581 -0.000797844 -0.00472749 0.0011526 -0.00738128 0.00853332
internal_weight=0 0.00906225 0.00751332 0.00623545 0.00513548 0.00352994 0.00240796 0.00202752
internal_count=3910 3484 2952 2804 2707 2450 1714 426
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=10
num_cat=0
split_feature=484 15 42 151 1 2 3 43 1
split_gain=7.90074e-05 3.47012e-05 7.10125e-05 0.000112553 7.66913e-05 8.29478e-05 0.000121237 5.70732e-05 1.46072e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 1.0000000180025095e-35 0.086650000000000019 0.11265500000000002 -0.019509999999999996 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -3 -6
right_child=1 7 -4 4 5 6 -8 -9 -10
leaf_value=-0.00052911498961989169 -0.00031118198667470055 0.00015891343789551756 -0.00035015359319596194 -5.1186965277511677e-05 1.4215711742219085e-05 0.0011561229071594969 0.00023614876863655731 -0.00046204388064511638 0.00032853067982228972
leaf_weight=0.0010224072326521479 0.0015670322265519251 0.0010540955977661358 0.0012064602119220913 0.0019400301242467263 0.001272332063471084 0.0010799542329349952 0.0011238640015787129 0.001236764525696472 0.0010275499483187586
leaf_count=627 383 560 325 497 216 256 139 791 116
internal_value=0 3.96517e-05 9.33302e-05 0.000160121 0.000274736 0.000415131 0.000686971 -0.000176322 0.000154647
internal_weight=0 0.0115081 0.00921722 0.00801076 0.00644373 0.0045037 0.00220382 0.00229086 0.00229988
internal_count=3910 3283 1932 1607 1224 727 395 1351 332
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 2 3 2 3 12
split_gain=0.000180972 5.50758e-05 7.7431e-05 5.98373e-05 7.34947e-05 8.18241e-05 0.000212976 0.000175436 0.000107519 8.25425e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.099680000000000005 0.11203000000000002 0.11818000000000002 0.086650000000000019 -0.077894999999999978 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -9
right_child=1 -3 3 4 -6 6 -8 9 -10 -11
leaf_value=-0.00079956550910388288 0.00047792195126451439 0.00048862563082902228 -0.0004703480815791249 -0.00066004869792320772 -0.00039459201988705216 0.00040367130511790797 -0.00084050448991280927 0.00025119671332860265 0.00016735383920412318 0.00090162000962532669
leaf_weight=0.0010305665110507045 0.0012449877773793661 0.001034363585657296 0.001107580845851404 0.0010261061072505974 0.0014377967136846416 0.0010231675191744449 0.0010951322003059372 0.0017695889052170568 0.0014672276491101126 0.0013021301364267081
leaf_count=612 373 216 863 469 173 147 89 264 272 432
internal_value=0 5.52842e-05 1.62182e-05 -3.9978e-05 1.22818e-05 8.84207e-05 -0.000239551 0.000213261 -0.000173155 0.000526917
internal_weight=0 0.0125081 0.0114737 0.0102287 0.00912115 0.00768335 0.0021183 0.00556505 0.00249333 0.00307172
internal_count=3910 3298 3082 2709 1846 1673 236 1437 741 696
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=9
num_cat=0
split_feature=1 0 2 0 0 47 0 48
split_gain=2.03539e-05 5.01901e-05 3.99233e-05 3.64061e-05 7.06552e-05 6.16321e-05 0.000113271 8.76763e-05
threshold=0.076710000000000014 -0.070894999999999986 0.10113500000000002 -0.017269999999999997 -0.087614999999999985 0.09252500000000001 -0.14136999999999997 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.025077117679922285 0.0155914838736606 0.014879981007285865 -0.011675902345449594 0.019236570818021687 -0.017296887423831953 -0.015173853246792655 0.040524346904927039 -0.02044776782670241
leaf_weight=0.001022833100044421 0.0017467754410029619 0.0011331291913780645 0.0011313349420609526 0.0011360069853045838 0.001764871139533007 0.0010743394286808791 0.001018388193659887 0.0011002239472289012
leaf_count=1642 265 105 261 336 810 164 218 109
internal_value=0 -0.00669186 0.00161256 0.00268238 -0.000122518 0.00601356 0.0119024 0.0016641
internal_weight=0 0.0032873 0.00226446 0.00784061 0.0067046 0.00493973 0.00386539 0.002847
internal_count=3910 2008 366 1902 1566 756 592 374
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=11
num_cat=0
split_feature=484 15 151 0 52 1 13 2 1 47
split_gain=8.95446e-05 3.70137e-05 7.68905e-05 9.2396e-05 8.12167e-05 9.44924e-05 8.50733e-05 6.74118e-05 5.78984e-05 5.34318e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 -0.13027499999999997 0.11110500000000002 0.095575000000000007 -0.0016149999999999999 0.11165000000000001 0.077350000000000016 0.10621500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4 -3 -7
right_child=1 8 3 4 -6 9 -8 -9 -10 -11
leaf_value=-0.00055671896999255133 -0.00025204571680645621 0.00016263140312155344 0.00089720416517577169 4.2373065153395112e-06 0.00053171479814058593 0.00055656704418691693 -0.00076975452912984095 0.00019047790437079799 -0.00045809541390458617 -8.0268230853705006e-05
leaf_weight=0.0010239025989597804 0.0018655570122761327 0.0010686951868155515 0.0010391804762038606 0.0011997451152553364 0.0010981241233108128 0.00101508532599462 0.0010019599688979417 0.0010364691587908417 0.0012575611171701563 0.001011041534863177
leaf_count=627 442 858 143 408 253 333 192 94 493 67
internal_value=0 4.8201e-05 0.00010371 0.000193377 5.66129e-05 -6.67886e-05 -0.000347994 0.000544303 -0.00017293 0.000238785
internal_weight=0 0.0115934 0.00926716 0.00740161 0.00532596 0.00422783 0.00220171 0.00207565 0.00232626 0.00202613
internal_count=3910 3283 1932 1490 1253 1000 600 237 1351 400
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=8
num_cat=0
split_feature=15 49 3 13 16 47 3
split_gain=1.79121e-05 5.3067e-05 4.92852e-05 6.24597e-05 8.06118e-05 3.84237e-05 3.05599e-05
threshold=-0.03231499999999999 -0.029304999999999998 0.10666500000000002 -0.032264999999999995 -0.008069999999999999 0.10783500000000001 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -3
right_child=2 5 -4 4 -6 -7 -8
leaf_value=0.018172164877081228 -0.027991278159891799 -0.021877464803715024 0.011014554970925426 -0.022548253757610652 0.014151567407143923 0.011584885770295142 -0.00044401715905016979
leaf_weight=0.0017740769455534692 0.0013140673029435781 0.0011316748786446102 0.0015054267883805351 0.001019541938795874 0.001449303980347942 0.0013010388516671769 0.0016139227462047354
leaf_count=334 1105 800 114 594 361 222 380
internal_value=0 0.0037515 -0.00428864 -0.0103786 -0.0010041 -0.00257063 -0.00927841
internal_weight=0 0.00582071 0.00528834 0.00378291 0.00246885 0.00404664 0.0027456
internal_count=3910 1736 2174 2060 955 1402 1180
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=9
num_cat=0
split_feature=4 2 12 15 42 160 4 160
split_gain=1.61851e-05 4.25828e-05 4.25145e-05 5.74866e-05 6.1101e-05 5.1211e-05 6.0293e-05 6.73013e-05
threshold=0.17888000000000001 0.10869000000000002 0.098355000000000012 0.05377500000000001 0.086825000000000013 -0.026849999999999995 -0.011834999999999998 0.079515000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.026598649733684327 0.017188595384176369 -0.0056761263974133619 -0.021279525133062093 -0.020716661792019225 -0.017826618159064209 0.019834134105217175 -0.025830670747337886 0.0098200860872981396
leaf_weight=0.0012447559633171398 0.001642714173007881 0.0016155992577281003 0.0010480925127794851 0.0010861319685267013 0.0010164778523716412 0.0013038706359537388 0.0010295309418679698 0.0010903103507961722
leaf_count=414 281 314 521 1200 453 314 253 160
internal_value=0 0.00585137 -0.00253746 0.000363612 0.00439108 0.0092286 0.00291339 -0.00749421
internal_weight=0 0.00325831 0.00781917 0.00677108 0.00568495 0.00466847 0.00342371 0.00211984
internal_count=3910 595 3315 2794 1594 1141 727 413
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=10
num_cat=0
split_feature=484 4 4 12 49 42 1 15 15
split_gain=0.000199607 6.23151e-05 9.36751e-05 6.87346e-05 7.3255e-05 0.000116507 0.000121599 8.27672e-05 4.71513e-05
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15333499999999997 -0.036459999999999992 -0.00064499999999999985 0.084100000000000022 0.11198000000000001 -0.035939999999999993 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 8 -5 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00084705178263706315 -0.00039388580998828875 0.00051988662684397809 -0.00036994794342561316 9.1383668345912592e-05 -0.00010186761544569448 -0.0002037031710641961 0.00093911100294094877 -0.00061004670840769291 0.00044550731119383398
leaf_weight=0.001010503524412191 0.0010647063126802926 0.0017457014963047158 0.0014334412221769241 0.0018125292972854899 0.0011930500771631816 0.0016215258594741719 0.0011998936795642981 0.0010055982161933123 0.0012276009554919546
leaf_count=612 152 182 428 230 328 953 110 237 678
internal_value=0 5.94897e-05 0.000102438 2.56772e-05 9.6036e-05 0.000233094 0.000428722 -0.000158909 0.000175726
internal_weight=0 0.012304 0.0112393 0.00949364 0.0080602 0.00524207 0.00362054 0.00281813 0.00242065
internal_count=3910 3298 3146 2964 2536 2069 1116 467 1006
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=10
num_cat=0
split_feature=484 15 4 12 47 12 4 2 52
split_gain=8.55619e-05 3.85183e-05 5.36997e-05 6.05528e-05 8.52563e-05 7.39384e-05 5.49944e-05 5.14554e-05 5.37098e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.0017649999999999999 -1.0000000180025095e-35 0.09252500000000001 0.086935000000000012 -0.034289999999999994 0.11085000000000002 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 8 -3
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00054546508990778952 0.0003774588499124636 0.00014526887084053574 -0.00051880874272442455 0.00042328639682567398 -0.00046401008833628685 -0.0002408197662864753 0.00051642228551931088 0.00041696246104911474 -0.00037951352553752181
leaf_weight=0.0010287831073980255 0.0011983091059141445 0.0016606140690997159 0.0012162971903884705 0.001696942489823057 0.0011562182518451728 0.0010393045688831953 0.0011887231144864967 0.0010229908760964867 0.0013671019473154101
leaf_count=627 278 742 180 197 140 340 508 181 717
internal_value=0 4.46569e-05 6.11883e-06 -0.000136925 -1.75954e-05 0.00017104 0.000145595 3.67715e-05 -9.16857e-05
internal_weight=0 0.0115465 0.0103482 0.00510876 0.00389247 0.00273625 0.00523943 0.00405071 0.00302772
internal_count=3910 3283 3005 857 677 537 2148 1640 1459
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=9
num_cat=0
split_feature=475 42 43 3 16 13 1 1
split_gain=1.78095e-05 3.47518e-05 6.17261e-05 7.37392e-05 2.76899e-05 3.85648e-05 6.7375e-05 0.000113589
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.075954999999999981 0.15100500000000003 -0.11267999999999999 0.11215000000000001 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.011877828075365781 -0.013223575362070309 0.0029950431236120613 0.016410129249725812 0.037435135088423221 -0.016823444446453836 -0.012579759822958437 -0.024434884289312543 0.030413564528834411
leaf_weight=0.0011461151133441662 0.0014160664308882414 0.0015834101195120246 0.0012430283795525502 0.0010235565700901629 0.0010328895781721173 0.0015009522409627201 0.0011179997282738689 0.0010405324594061141
leaf_count=621 994 551 232 357 156 734 114 151
internal_value=0 0.00128553 0.0036907 0.016517 -0.00194292 0.00119219 -0.00397693 0.00502253
internal_weight=0 0.00995844 0.00854237 0.00260697 0.0059354 0.00490251 0.00365948 0.00254148
internal_count=3910 3289 2295 908 1387 1231 999 885
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=10
num_cat=0
split_feature=484 4 4 1 4 12 2 3 0
split_gain=7.20956e-05 5.33721e-05 9.86991e-05 5.37274e-05 0.000102345 0.000102665 0.000147542 0.000114916 9.4554e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 -6 -8 -4
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00049341614587471096 -0.00037809946394251306 0.0004988407768957725 -0.00067857512553099787 0.00053335419820755984 -0.00059985276064005496 0.00046457935815205815 0.0004800814779157966 -0.00033648799471824962 0.00012733962792331328
leaf_weight=0.0010734077617800672 0.0010898823059538763 0.0017886224605510514 0.0011006927350159282 0.001508048336031677 0.0018629311506669953 0.0012206158739347245 0.0014955374936086985 0.0011897005578159476 0.0011387872173791148
leaf_count=627 151 180 810 629 296 96 211 135 775
internal_value=0 3.62923e-05 7.62428e-05 -3.18586e-06 7.85469e-05 -4.03467e-05 -0.000175856 0.000118299 -0.000268763
internal_weight=0 0.0123948 0.0113049 0.00951631 0.00727683 0.00576879 0.00454817 0.00268524 0.00223948
internal_count=3910 3283 3132 2952 1367 738 642 346 1585
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=10
num_cat=0
split_feature=484 151 4 16 150 12 48 13 0
split_gain=8.8127e-05 4.89194e-05 8.58032e-05 7.05098e-05 6.6898e-05 6.00497e-05 5.78243e-05 6.37923e-05 7.3957e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.25367000000000006 -0.095609999999999987 0.08486500000000001 0.092475000000000016 0.090660000000000018 -0.083924999999999986 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -4 7 -5 -9
right_child=1 2 5 6 -6 -7 -8 8 -10
leaf_value=-0.00056220961235819576 -0.00053595731846276505 -0.00033742997057285948 0.0007555902745193698 0.0004166027714154244 0.00010342108413856695 9.897419502396317e-05 0.00053574500179812048 0.00018586880612305435 -0.00041281636851856602
leaf_weight=0.0010238540704567032 0.0012140060936238538 0.0017857866585514479 0.0011385920046486425 0.0011188260317321107 0.001305966599859042 0.0010109320556570545 0.0010077423175847847 0.0015143626045229714 0.0016661124043397745
leaf_count=627 261 363 296 334 271 89 192 1176 301
internal_value=0 3.75665e-05 0.000103595 -4.09527e-07 -0.000204602 0.00044678 0.000112996 1.39047e-05 -0.000127756
internal_weight=0 0.0117623 0.00924235 0.00709283 0.00251997 0.00214952 0.00530704 0.0042993 0.00318048
internal_count=3910 3283 2751 2366 532 385 2003 1811 1477
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=9
num_cat=0
split_feature=484 12 51 42 15 3 16 52
split_gain=8.96806e-05 4.69072e-05 7.74677e-05 6.43524e-05 9.3104e-05 0.00011724 0.000101745 0.000116103
threshold=-1.0000000180025095e-35 -0.036459999999999992 -0.095859999999999987 0.091955000000000023 1.0000000180025095e-35 -0.14218999999999996 -0.27337499999999998 -0.0066199999999999991
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=-0.00056713297528581947 -0.0002631294859405671 0.00055084233854520756 0.00080702753533815421 -0.00041790190116817961 -0.00031282119412199145 -0.00040991457686006226 -0.00011704031269100154 0.00056862474824610526
leaf_weight=0.0010293800561521982 0.0017203815108589619 0.0012181644569853418 0.0010216935029180342 0.001110764573663269 0.0017431934480935732 0.0012368857872196355 0.0018362459576050216 0.0019660486618165358
leaf_count=627 477 301 146 510 949 165 402 333
internal_value=0 3.62244e-05 8.70487e-05 2.36738e-05 8.65239e-05 0.000201381 7.85865e-05 0.000237496
internal_weight=0 0.0118534 0.010133 0.00891483 0.00780407 0.00606087 0.00503918 0.00380229
internal_count=3910 3283 2806 2505 1995 1046 900 735
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=11
num_cat=0
split_feature=14 147 52 2 16 4 4 16 3 3
split_gain=0.000256034 0.000135658 7.45175e-05 8.98356e-05 7.59415e-05 0.000108627 0.000115287 4.50204e-05 6.56079e-05 2.29557e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.17829500000000004 0.097940000000000013 0.081265000000000018 -0.029114999999999999 0.0057500000000000008 -0.16268499999999997 -0.032959999999999996 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5 -9 -8
right_child=-2 -3 -4 7 -6 6 9 8 -10 -11
leaf_value=0.00058261874180747799 -0.00095965063009705812 0.00073518328996065785 -0.00049839548575703757 4.3595242050685224e-06 -0.00045776873320841927 -0.00063990841784023454 -7.7055190810935926e-05 3.4489900825124904e-05 0.0006247851705288457 0.00033757032207331516
leaf_weight=0.0010477016328809497 0.0010021966358096024 0.0010777412747017831 0.0010189921198712074 0.0017468049397093605 0.0016812167501442021 0.0011557996051359282 0.0010075426301750842 0.0011729396256153055 0.001890888570825178 0.0010467164460668575
leaf_count=1048 147 216 435 231 304 517 163 429 263 157
internal_value=0 6.93462e-05 8.37042e-06 5.64085e-05 -0.000104917 3.44098e-05 -0.000144515 0.000255573 0.0003988 0.000134211
internal_weight=0 0.0128463 0.0117686 0.0107496 0.00593898 0.00425776 0.00321006 0.00481063 0.00306383 0.00205426
internal_count=3910 3763 3547 3112 2189 1885 837 923 692 320
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=10
num_cat=0
split_feature=484 4 4 1 0 4 12 2 3
split_gain=9.54995e-05 5.85834e-05 9.07859e-05 8.22576e-05 9.53517e-05 7.26793e-05 8.57024e-05 0.000104407 9.89833e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9
right_child=1 2 3 5 -6 6 -8 8 -10
leaf_value=-0.00057207821485181999 -0.00041344281378075375 0.00048967587477631775 -0.0007555188962041267 0.0005019998695334287 6.7479852822105858e-05 -0.00048001477288239655 0.00046607042445956088 0.00047055030511150233 -0.00029075243856421362
leaf_weight=0.0010733063755957598 0.0010110638659850792 0.0017476839049468491 0.0010516991476536685 0.0014156866004788535 0.0011151149362740916 0.0018304548177965289 0.0012216327844755889 0.001462306997780096 0.0011917170779193365
leaf_count=627 151 180 810 629 775 296 96 211 135
internal_value=0 3.83023e-05 7.96878e-05 2.54716e-06 -0.000331976 0.000104326 5.66339e-06 -0.000119758 0.000128708
internal_weight=0 0.0120474 0.0110363 0.00928861 0.00216681 0.0071218 0.00570611 0.00448448 0.00265402
internal_count=3910 3283 3132 2952 1585 1367 738 642 346
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=11
num_cat=0
split_feature=14 147 52 4 4 12 15 13 16 0
split_gain=0.000189978 0.000109222 7.82154e-05 7.00947e-05 0.000139545 8.38054e-05 6.06551e-05 7.47267e-05 7.15637e-05 0.000192785
threshold=0.020750000000000005 1.0000000180025095e-35 0.15091000000000002 -0.49269499999999994 -0.076854999999999993 0.084100000000000022 -0.15202999999999997 -0.090744999999999978 -0.095609999999999987 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -9 -10
right_child=-2 -3 -4 4 6 -7 7 8 9 -11
leaf_value=-0.00042836304736673094 -0.00082266775371780823 0.00065809793105172862 -0.00047583309200989726 0.00089408255593568229 0.00031727094683360076 0.00013309191223989666 0.00031650075080983574 -0.00066490730057084052 0.00041937970101229644 -0.00052838004190747495
leaf_weight=0.0010389830266027229 0.001022856551579388 0.0010606466277671969 0.0011883396709259841 0.0011837218348123505 0.00156181787796355 0.001049832250395907 0.0011919645785386009 0.0011204916741412731 0.0015297446095651329 0.0017915215500942025
leaf_count=168 153 212 459 170 381 821 201 218 125 1002
internal_value=0 5.56936e-05 8.79308e-07 5.49959e-05 0.000108257 0.000536396 -2.46411e-05 -0.000119428 -0.000236412 -9.18506e-05
internal_weight=0 0.0127171 0.0116564 0.0104681 0.00942909 0.00223355 0.00719554 0.00563372 0.00444176 0.00332127
internal_count=3910 3757 3545 3086 2918 991 1927 1546 1345 1127
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=9
num_cat=0
split_feature=1 12 0 2 12 48 43 0
split_gain=1.8534e-05 4.67901e-05 3.82536e-05 3.5323e-05 7.28725e-05 5.87526e-05 4.67555e-05 0.000111947
threshold=0.11561500000000001 0.098845000000000016 -0.071924999999999989 0.091985000000000011 0.085665000000000005 0.08346000000000002 -0.073139999999999983 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -5 -1 -8
right_child=2 -3 -4 4 -6 -7 7 -9
leaf_value=0.0079208357374659158 0.018854316902073114 -0.021990722717060939 -0.0046061020267373935 -0.012886380220623554 0.028469339563063602 0.017229044747818563 0.005644662624853131 -0.039526990125570635
leaf_weight=0.00133367703408832 0.0013732772425028321 0.0010685600307351146 0.0014072396030303091 0.0017493104811433253 0.0011212420181300042 0.001028802437368987 0.0011551839623439779 0.0010448799041807373
leaf_count=828 246 471 305 261 484 165 146 1004
internal_value=0 -0.00242434 0.00698083 0.000388469 0.0069509 -0.00173391 -0.00685294 -0.0158088
internal_weight=0 0.00850166 0.00278052 0.0074331 0.00389935 0.00277811 0.00353374 0.00220006
internal_count=3910 3359 551 2888 910 426 1978 1150
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=11
num_cat=0
split_feature=484 484 52 52 42 49 16 1 52 15
split_gain=9.72647e-05 4.85886e-05 6.96613e-05 0.000103481 5.61258e-05 0.000114149 8.07804e-05 0.000118026 9.91368e-05 6.0469e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.081429999999999989 -0.24456499999999998 0.093125000000000013 -0.0019649999999999997 -0.27337499999999998 0.094890000000000016 0.091210000000000013 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 8 -8 -4
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00056959670300145199 -0.00014681127024986646 -0.00036248819526590956 -1.7389726643995507e-06 0.00063610779599697061 -0.00040443894057667239 -0.00018668979839112909 -0.00033517714747176595 0.00080080886915780863 0.00046188733062396681 -0.00067890926460762292
leaf_weight=0.0010855752299724604 0.0010257115230828677 0.0010424190456927484 0.0010152459672962619 0.001767550840379438 0.0011835406915176195 0.0014536970362454471 0.0011225613672305736 0.0014363781868892023 0.0012886355369612754 0.001012702716139212
leaf_count=627 360 357 99 365 485 200 726 162 342 187
internal_value=0 4.25766e-05 7.99237e-05 0.000348613 -8.24024e-06 5.57389e-05 0.000207086 0.000355864 9.08045e-05 -0.000339899
internal_weight=0 0.0123484 0.011306 0.00279326 0.00851276 0.00732922 0.00530127 0.00384758 0.0024112 0.00202795
internal_count=3910 3283 2926 725 2201 1716 1430 1230 1068 286
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=9
num_cat=0
split_feature=3 16 0 47 49 2 3 0
split_gain=2.12504e-05 2.8388e-05 3.19528e-05 3.61786e-05 4.6614e-05 8.89741e-05 5.79619e-05 7.82602e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 0.09252500000000001 -0.084114999999999981 0.11230000000000001 0.086245000000000016 -0.072864999999999985
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=0.013634080761754373 -0.017527771693353716 -0.017235431914320819 0.01541942770810819 -0.017117296896448794 -0.010069412311687861 -0.01563879640649592 0.029420697247033775 0.024905685102560055
leaf_weight=0.0010239579980523507 0.0011307442701986642 0.0010281589249439465 0.0012114248006449861 0.0013227767260138102 0.0015886795374323395 0.0015461546843210392 0.0013557750217767402 0.0010711105273826555
leaf_count=211 218 298 115 310 1971 353 150 284
internal_value=0 -0.00147399 0.000282356 -0.00200546 0.000981416 0.00474449 0.0125929 0.00401523
internal_weight=0 0.0102548 0.00922667 0.00801524 0.00669246 0.00556172 0.00401557 0.00265979
internal_count=3910 3699 3401 3286 2976 2758 2405 2255
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=9
num_cat=0
split_feature=1 52 15 4 16 52 52 2
split_gain=2.04224e-05 5.15924e-05 4.26071e-05 3.49868e-05 7.80316e-05 4.81018e-05 7.38216e-05 3.71466e-05
threshold=0.11235500000000002 -0.014099999999999998 -0.13578499999999996 -0.0010999999999999996 -0.50388999999999984 -0.088354999999999989 0.084240000000000023 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 -6
right_child=1 2 -4 4 7 6 -8 -9
leaf_value=-0.014092209637817481 0.024249178041733179 -0.017132262213482238 0.010247261269885274 0.011712164825659318 -0.0097001373227509936 0.024509100175798257 -0.0054255716809297966 -0.035453881545998871
leaf_weight=0.0012241433958708348 0.0010955175269122064 0.0010371854321496034 0.0012574307344087915 0.0010611193855798668 0.0012606816392821719 0.0016024704818260738 0.0016954448647988453 0.0010077759586588492
leaf_count=575 251 232 148 179 378 924 910 313
internal_value=0 0.00639541 -0.00212851 -0.00289174 -0.0106711 0.0028362 0.00911981 -0.0211414
internal_weight=0 0.00339013 0.00229462 0.00785164 0.00332958 0.00452206 0.00329792 0.00226846
internal_count=3910 631 380 3279 870 2409 1834 691
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=11
num_cat=0
split_feature=484 474 484 133 0 0 42 15 15 12
split_gain=0.000204847 5.75033e-05 6.96846e-05 0.000125888 7.69027e-05 0.000160054 0.000120181 9.42906e-05 6.56314e-05 4.13238e-05
threshold=-0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 -0.0023199999999999996 -0.15713499999999997 -0.10575999999999998 -1.0000000180025095e-35 -0.03231499999999999 -0.095799999999999982 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -8 -5 -9
right_child=1 -3 -4 4 5 6 7 9 -10 -11
leaf_value=-0.0009879549942778535 -0.00070058738685110651 0.00037553707856525988 -0.00059060531008151473 -0.00065640305243657186 0.00073110398152563462 -0.00063080219234739471 0.00044154405265334304 -0.00042302798723679928 2.906798159907535e-05 7.498841289988588e-05
leaf_weight=0.0010181472229389777 0.0010638918192956955 0.0010104191200763927 0.0010624261457255627 0.0010666456177700467 0.0013074464566106237 0.0010442967255494037 0.0018887100989302681 0.0010979029565259791 0.0010815513195224641 0.0015378461754878801
leaf_count=612 839 318 419 86 216 336 417 137 92 438
internal_value=0 -7.23719e-05 -0.000112959 -6.26568e-05 1.25492e-05 0.00011372 -3.12312e-05 0.000107157 -0.000311289 -0.000132457
internal_weight=0 0.0121611 0.0111507 0.0100883 0.0090244 0.0068762 0.00556876 0.00452446 0.0021482 0.00263575
internal_count=3910 3298 2980 2561 1722 1544 1328 992 178 575
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=11
num_cat=0
split_feature=484 52 52 48 15 52 1 43 52 13
split_gain=0.000193422 7.7909e-05 6.53226e-05 8.66955e-05 4.96886e-05 9.52964e-05 7.45295e-05 4.38198e-05 7.21376e-05 3.85817e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.26295999999999992 0.085875000000000021 -0.03231499999999999 0.11898000000000002 0.096035000000000023 0.070805000000000021 0.084240000000000023 -0.090394999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 7 8 -6 -3
right_child=1 4 3 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.00083163802538187065 -0.00012972297617648608 0.00022529441261473059 0.00070947709974266652 6.3876388346955718e-05 0.00016208768963814251 0.00062957945500959371 -0.00065207982363519787 0.00024745172801783714 -0.00055142798747509025 -0.00024267072608227306
leaf_weight=0.001000589550945793 0.001129102941372433 0.0010819197531016008 0.001772346215480169 0.0014572109721935774 0.0010282239902665497 0.0010190255944544351 0.0010276117275025169 0.001223490408115209 0.0011586401812136294 0.0018114146592392308
leaf_count=612 391 153 365 237 526 269 123 158 696 380
internal_value=0 6.37507e-05 0.000276243 0.000418175 -4.7165e-05 0.000113929 -0.00018918 -4.96985e-05 -0.000215946 -6.76821e-05
internal_weight=0 0.012709 0.00435866 0.00322956 0.00835033 0.00391236 0.00443797 0.00341035 0.00218686 0.00289333
internal_count=3910 3298 993 602 2305 802 1503 1380 1222 533
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=12
num_cat=0
split_feature=484 52 52 15 4 151 49 0 0 13 16
split_gain=0.000154411 9.43908e-05 0.000119928 9.01906e-05 0.000186151 7.68008e-05 6.53112e-05 7.97643e-05 7.37826e-05 6.30863e-05 4.33433e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.0010999999999999996 -0.044604999999999992 -0.006494999999999999 -0.083564999999999987 0.14676000000000003 -0.0088749999999999992 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 -8 -9 -7 -11
right_child=1 2 3 6 5 9 7 8 -10 10 -12
leaf_value=-0.00073961824957620361 -0.00052340211003546367 0.00064779408767548963 0.00096491074871837173 -0.00055463947807807854 -0.00042424041931740886 -0.00019303313129798432 0.00040008650787843274 -0.00054833785753709307 0.00012403935237677988 0.00062574936699558473 7.2375634813467564e-05
leaf_weight=0.0010218080222314458 0.0010066365509947732 0.001368313682308016 0.0010063607367472513 0.0012285872072194011 0.0010790703177517842 0.0011578451306084011 0.0011327947553687375 0.0013111053634230659 0.001203360264706986 0.0011901880381145805 0.0010025916032148988
leaf_count=612 379 285 259 182 159 431 524 820 50 130 79
internal_value=0 5.27098e-05 0.000102361 2.99859e-05 0.000203656 3.07098e-05 -0.000163638 -3.19277e-05 -0.000226555 0.000177227 0.000372734
internal_weight=0 0.0126869 0.0116802 0.0103119 0.00543606 0.0044297 0.00487585 0.00364726 0.00251447 0.00335062 0.00219278
internal_count=3910 3298 2919 2634 1058 799 1576 1394 870 640 209
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=9
num_cat=0
split_feature=15 15 43 43 15 0 3 12
split_gain=1.95837e-05 4.39357e-05 4.14929e-05 4.87629e-05 5.87674e-05 0.000101977 4.78401e-05 2.84639e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.079109999999999986 -0.03231499999999999 -0.10462499999999998 0.10666500000000002 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=0.011395865123962585 -0.020994284813094247 0.016144671658407526 -0.018556643645573367 -0.0046611566717201861 -0.0052915512949263735 0.035401613853802548 0.0079798727275116454 -0.028424869880490339
leaf_weight=0.0012882537406354823 0.0010561206541430763 0.0014365314131870718 0.0014969877689422666 0.0014377663255962791 0.0011305449185359112 0.0011384597871334362 0.0013311652506244561 0.0010044486426100964
leaf_count=302 312 219 934 182 166 444 110 1241
internal_value=0 -0.00170142 0.00056861 -0.00239921 0.00160376 0.013043 -0.00689845 -0.0161751
internal_weight=0 0.010032 0.0089759 0.00753937 0.00604238 0.00257623 0.00346616 0.00213499
internal_count=3910 3608 3296 3077 2143 626 1517 1407
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=12
num_cat=0
split_feature=14 484 157 3 4 0 42 49 2 1 52
split_gain=0.000204158 0.000191426 0.000149163 8.85368e-05 7.45538e-05 6.58836e-05 0.000128578 0.000107127 9.16233e-05 0.000147204 7.78185e-05
threshold=0.020750000000000005 -0.0043499999999999988 -0.072409999999999988 -0.12008499999999998 -0.070414999999999991 -0.053834999999999994 0.088345000000000021 -0.069934999999999983 0.11203000000000002 0.094890000000000016 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 9 -9 -7
right_child=-2 2 3 5 -6 10 -8 8 -10 -11 -12
leaf_value=-0.00077155642351507193 -0.00086170284379738114 0.0008058870551751196 0.00079130287816792945 -0.00056662961123873977 4.400425239192063e-05 -0.00067227800301133023 0.0005802073591784074 -0.0001083281808743098 -0.00034456551997164768 0.00086184885158463421 4.7037852560521947e-05
leaf_weight=0.0010102120256938818 0.0010234884024415613 0.0010984132930209724 0.0010169540075488648 0.0013099779330585323 0.0010362852815173984 0.0011875242311145118 0.0014393034892718638 0.001408518465718352 0.0012595120814870605 0.0010491492005490211 0.0011269934813349092
leaf_count=583 153 389 109 174 123 238 696 1014 192 150 89
internal_value=0 4.79964e-05 0.000117379 4.75759e-05 0.000414136 -3.8136e-05 6.34758e-05 -8.44674e-05 8.54522e-05 0.000305829 -0.000322026
internal_weight=0 0.0129428 0.0119326 0.0108342 0.00205324 0.00878098 0.00646646 0.00502716 0.00371718 0.00245767 0.00231452
internal_count=3910 3757 3174 2785 232 2553 2226 1530 1356 1164 327
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=13
num_cat=0
split_feature=14 484 157 1375 3 12 1 42 4 12 4 4
split_gain=0.000229212 0.00021802 0.000107641 8.37343e-05 0.000101093 0.00015327 0.000152585 0.000131793 0.000119337 8.78731e-05 7.48312e-05 4.37189e-05
threshold=0.054835000000000009 -0.0043499999999999988 -0.072409999999999988 -1.0000000180025095e-35 0.092005000000000017 0.092365000000000017 0.099595000000000017 0.084100000000000022 -0.060264999999999992 0.090195000000000011 0.08734500000000002 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5 11 -7 -6
right_child=-2 2 3 4 9 10 -8 -9 -10 -11 -12 -13
leaf_value=-0.00079879744339614561 -0.00090532839917961379 0.00071819482802668836 -0.00045183725472639559 0.00097024372414310873 -0.00060258478101502802 -0.0004812489968769493 0.001097641353470833 -0.0003104630018406596 7.6971656562256134e-05 0.00033061377714353843 0.00018999238183496381 -5.8313833155812518e-05
leaf_weight=0.0010471080265200038 0.001015013188020295 0.0011006402525704012 0.0010488258872118012 0.0011685865339131963 0.0012952002447274755 0.0011856502886302116 0.0011475154928778982 0.0010397583942040618 0.001131986576884667 0.0010051261462118433 0.0013837650762526348 0.0010097886976237684
leaf_count=583 147 389 77 432 142 705 289 559 264 33 147 143
internal_value=0 6.0684e-05 0.000132585 7.61258e-05 0.000129538 0.000262143 0.000480787 0.000268877 0.000530713 -0.00015318 -0.00011975 -0.000364146
internal_weight=0 0.013564 0.0125168 0.0114162 0.0103674 0.00705726 0.00448785 0.00334033 0.00230057 0.00331012 0.00256942 0.00230499
internal_count=3910 3763 3180 2791 2714 2396 1544 1255 696 318 852 285
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=11
num_cat=0
split_feature=484 15 42 124 4 1 151 16 15 12
split_gain=0.00019697 5.50566e-05 0.000104584 9.21665e-05 9.51097e-05 0.000152946 0.000130595 8.88352e-05 9.98472e-05 7.08654e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.093125000000000013 -0.018779999999999995 -0.39075499999999991 1.0000000180025095e-35 -0.044604999999999992 -0.10064999999999998 -0.07142999999999998 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9 -3
right_child=1 9 -4 4 5 6 7 8 -10 -11
leaf_value=-0.00083776524629039441 -0.00031638021982563578 -0.00047634673365141202 -0.00039350922534873089 0.00084138867478723747 -0.00041862809216020475 -0.00024341710630937171 0.00086191461968800932 -4.5235779898447109e-05 0.00073733498219284938 0.00018772061373382252
leaf_weight=0.0010101381697331891 0.0011391164934731537 0.001464767391104833 0.0012927189300127344 0.0010119540032876842 0.0012604102398233244 0.0011553066107156578 0.0016144243901454894 0.0015274477812979817 0.0010630973291054257 0.0010685325141658831
leaf_count=612 223 825 325 161 576 166 174 183 137 528
internal_value=0 6.2122e-05 0.000127155 0.000203887 0.000281533 0.000195961 0.000340475 0.000500898 0.000275912 -0.000196247
internal_weight=0 0.0125978 0.0100645 0.00877176 0.00763264 0.00662069 0.00536028 0.00420497 0.00259055 0.0025333
internal_count=3910 3298 1945 1620 1397 1236 660 494 320 1353
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=8
num_cat=0
split_feature=159 51 52 12 2 4 12
split_gain=1.97278e-05 3.32233e-05 4.6965e-05 4.1933e-05 5.00018e-05 8.58897e-05 7.10443e-05
threshold=-0.034019999999999988 0.090935000000000016 0.084240000000000023 -0.023959999999999995 0.10679500000000001 0.074650000000000008 0.084100000000000022
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=-0.01348660455333512 -0.015134256231770483 0.017408630588671613 -0.014796492657301244 0.0134327415074756 -0.0090634207715730355 0.029076809727512962 -0.018548931745995919
leaf_weight=0.00101871766004846 0.0011110883721367941 0.0011145681546438054 0.0019191524002411427 0.0017615234437416327 0.0016378109308251556 0.001707531785785474 0.0011467702845964049
leaf_count=520 385 308 866 335 356 163 977
internal_value=0 0.00109507 -0.000863442 0.00276733 0.00594792 0.0112743 0.000822037
internal_weight=0 0.0103984 0.00928388 0.00736472 0.00625364 0.00461583 0.00290829
internal_count=3910 3390 3082 2216 1831 1475 1312
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 4 43 2 2
split_gain=8.61627e-05 6.65131e-05 8.34333e-05 7.13835e-05 8.46927e-05 0.000111618 8.71243e-05 8.22784e-05 0.000151042 0.00013066
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084240000000000023 -0.0088999999999999982 0.0033150000000000007 -0.074254999999999988 0.087995000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 -10
right_child=1 -3 -4 4 -6 7 -8 8 9 -11
leaf_value=-0.00053153115980065645 0.00050070249870639389 0.00050422609994406841 -0.0005128756935275199 0.00012815436585905074 -0.00036764956465304524 0.00069597093569245382 -0.00066614143052174291 -0.00038109829606948817 0.00083517870234012118 -8.5657435874086197e-05
leaf_weight=0.0010989328371032248 0.0012041204036711247 0.0010885577716342023 0.001113821824901824 0.0010189104667045522 0.0019674285948446902 0.0012080762489378094 0.0011085744996188474 0.0014853068041658325 0.0012990212077873169 0.0010891455667924625
leaf_count=627 198 216 116 296 971 389 140 464 341 152
internal_value=0 4.09823e-05 -2.8884e-06 5.18325e-05 -7.06747e-06 9.13395e-05 -0.000285732 0.000249207 0.000109869 0.000415223
internal_weight=0 0.012583 0.0114944 0.0103806 0.00917646 0.00720903 0.00212748 0.00508155 0.00387347 0.00238817
internal_count=3910 3283 3067 2951 2753 1782 436 1346 957 493
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=12
num_cat=0
split_feature=14 484 474 3 1 2 2 2 48 1 2
split_gain=0.000272417 0.000209043 0.000147729 9.69427e-05 0.000101725 0.000251165 0.000177993 8.75095e-05 8.02751e-05 5.92387e-05 5.65641e-05
threshold=0.054835000000000009 -0.0043499999999999988 0.059400000000000008 -0.12008499999999998 0.10498500000000001 0.10571000000000001 0.086875000000000022 0.10488500000000002 0.091555000000000011 0.12864500000000004 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3 9 -6 -8
right_child=-2 2 -4 4 8 -7 10 -9 -10 -11 -12
leaf_value=-0.00078784819466448338 -0.00099083718754030647 5.6669438585530357e-05 0.00081797140179632149 -0.00051721067196167981 -0.00019205513658263049 -0.0010460459499054221 0.0001000135475345825 0.00085648390425855693 0.00064701716866389161 0.00039529236655941324 0.000698640218357889
leaf_weight=0.0010253675144960934 0.0010157077094122722 0.0010828778106655177 0.001104000830377966 0.0014943490721064162 0.0017163452711223411 0.0010765106297793668 0.0015430973519037763 0.0010226070227856709 0.001163340735753578 0.0010728914843391249 0.0010002195320027866
leaf_count=583 147 118 374 916 218 256 645 123 145 188 197
internal_value=0 6.268e-05 0.00013372 6.61048e-05 -2.19124e-05 -0.0002045 1.98706e-05 0.000445129 0.000214335 3.38705e-05 0.000335438
internal_weight=0 0.0133016 0.0122762 0.0111722 0.00906675 0.00511418 0.00403767 0.00210548 0.00395258 0.00278924 0.00254332
internal_count=3910 3763 3180 2806 2565 2014 1758 241 551 406 842
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=10
num_cat=0
split_feature=484 49 43 13 16 48 0 2 16
split_gain=9.26196e-05 4.32873e-05 7.42813e-05 0.000125545 9.64328e-05 6.78842e-05 6.87828e-05 5.05631e-05 0.000144578
threshold=-1.0000000180025095e-35 0.10960000000000002 -0.074254999999999988 0.17936000000000002 -0.016294999999999994 0.086125000000000021 -0.14012999999999998 0.10113500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 -8
right_child=1 -3 5 -5 -6 -7 7 -9 -10
leaf_value=-0.00056351124243699956 0.00088480680879922575 0.00041895395175116455 0.00032197307184496013 -0.00031450320819494218 0.00015934579903365139 -0.00045607037447152274 -0.00049694645783645685 -0.00049844857897484666 0.00046425746973591248
leaf_weight=0.001069218976020715 0.0010968821061174564 0.0010495580604437905 0.0016408892874348441 0.0012687734876781478 0.0019690758146466798 0.0017562942557796841 0.0011655833085641391 0.001164410453301849 0.0012434590173297519
leaf_count=627 456 270 195 174 469 269 799 332 319
internal_value=0 3.80381e-05 2.67498e-06 0.000204225 0.000418888 -0.00012266 -1.03606e-05 -0.000162965 -8.08354e-07
internal_weight=0 0.0123549 0.0113054 0.00433473 0.00306596 0.00697064 0.00521434 0.00357345 0.00240904
internal_count=3910 3283 3013 1099 925 1914 1645 1450 1118
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=9
num_cat=0
split_feature=2 3 3 2 150 52 0 2
split_gain=2.03247e-05 0.000111776 3.9886e-05 5.33448e-05 4.06455e-05 6.66096e-05 6.32223e-05 4.88294e-05
threshold=0.11542500000000001 0.12046500000000002 0.12991000000000003 0.10796500000000002 0.087235000000000021 0.084240000000000023 -0.10575999999999998 0.08400500000000001
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=0.023831031174595379 0.030704948612526862 -0.015090418150748778 0.015451159958951133 -0.025879436326139788 -0.017988905989286961 -0.016245794434151847 -0.011594261137027249 0.015239354933203381
leaf_weight=0.0016136353379941999 0.0011046253102252978 0.0010298846958014351 0.0011258880181664139 0.00103203047987885 0.0012472128587000123 0.0015153461213508104 0.0017118892338459026 0.0011230166851417078
leaf_count=259 395 179 89 213 261 1017 702 795
internal_value=0 0.00860904 -0.0022036 -0.00461497 -0.00157167 0.00186163 0.00802972 -0.00096442
internal_weight=0 0.00213451 0.00936902 0.00824313 0.0072111 0.00596389 0.00444854 0.00283491
internal_count=3910 574 3336 3247 3034 2773 1756 1497
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=11
num_cat=0
split_feature=484 15 11 3 16 0 48 52 47 16
split_gain=0.000183939 9.54953e-05 0.00010261 0.000182908 0.000107691 0.000142846 9.32875e-05 7.84955e-05 8.67916e-05 4.33503e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.13870499999999999 0.086870000000000017 0.091210000000000013 0.092255000000000018 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 -7
right_child=1 2 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00080728628384669815 0.00053600540348914876 0.00069759942637699569 -0.00058175187223328531 -0.00060175896564110525 0.00049943146099595945 -0.00033091364296402903 0.00040854210706997427 0.00018152609376965331 2.9500914108802553e-05 -0.00087643807344280186
leaf_weight=0.0010261432061397071 0.0014144630892807828 0.0014651834215758204 0.001071370059553098 0.0011799119402385507 0.0019100593064944752 0.0010654373112005118 0.0010554992833052938 0.0012691829410239126 0.0012346625830579132 0.001180655430516949
leaf_count=612 291 124 216 219 187 820 316 508 117 500
internal_value=0 5.53937e-05 -4.07183e-06 5.5665e-05 -5.00695e-05 3.4299e-05 -0.000118735 -0.000235903 -0.00038811 -0.000617668
internal_weight=0 0.0128464 0.011432 0.0103606 0.00889541 0.0077155 0.00580544 0.00474994 0.00348076 0.00224609
internal_count=3910 3298 3007 2791 2667 2448 2261 1945 1437 1320
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=12
num_cat=0
split_feature=484 41 123 150 3 16 1 12 151 15 0
split_gain=0.000165164 6.4362e-05 8.94648e-05 0.000121114 0.000101437 0.000105077 0.000168745 0.000161728 9.58488e-05 0.000119512 2.90433e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.084845000000000018 0.11315500000000002 -0.12008499999999998 -0.30307999999999996 0.12864500000000004 0.098595000000000016 -0.0074049999999999993 -0.07142999999999998 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -10 -11
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.00076542385175492949 0.00066245446667730155 -0.00042340780131950993 -0.00045761573543149693 -0.00047733616102712401 -0.00044025093758111376 0.00073688376838613112 0.00091424041144354544 -0.00057674555542275925 -0.00040969154627860683 0.0005526517780024689 0.00010314334803212861
leaf_weight=0.0010359214923117257 0.001612153212111697 0.0010209624957168784 0.0010449179057002581 0.001084885098658007 0.0010974371186189885 0.0011380219655372573 0.0011071454334911739 0.0011575267341506594 0.0012305529211671861 0.0012333504004550348 0.0010012527790016733
leaf_count=612 232 183 240 124 216 275 104 354 356 1043 171
internal_value=0 4.87459e-05 8.99214e-05 0.000143581 0.000213915 0.000123132 0.000213157 7.84158e-05 0.000243164 8.10176e-05 0.000351242
internal_weight=0 0.0127282 0.0117072 0.0106623 0.00957744 0.00796529 0.00686785 0.0057607 0.00460318 0.00346516 0.0022346
internal_count=3910 3298 3115 2875 2751 2519 2303 2199 1845 1570 1214
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=9
num_cat=0
split_feature=3 16 12 43 1 2 15 0
split_gain=2.20968e-05 3.16822e-05 4.18218e-05 5.5401e-05 8.85465e-05 6.34676e-05 6.50402e-05 9.11882e-05
threshold=-0.16059999999999997 0.3935300000000001 0.11655500000000001 -0.062599999999999989 0.091655000000000014 0.089910000000000004 -0.095799999999999982 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=0.013625602872656784 -0.0015098090149279928 -0.018052742051411403 -0.019030874005877649 -0.018985026289340536 0.03466240849079727 -0.013659985716580336 0.028561542829287325 -0.0099888218109511814
leaf_weight=0.0010524317041793281 0.0015588772218682065 0.0010499203803082868 0.0010042985524864332 0.0017414138351087294 0.0011959052097920201 0.0013689899595871 0.0015529326636875744 0.0010144080024630173
leaf_count=211 1036 298 159 1025 422 264 296 199
internal_value=0 -0.00157409 0.000259294 0.00255672 0.0141933 -0.00308921 0.00394302 0.0133295
internal_weight=0 0.0104867 0.00943683 0.00843253 0.00275478 0.00567774 0.00393633 0.00256734
internal_count=3910 3699 3401 3242 1458 1784 759 495
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=10
num_cat=0
split_feature=1 123 16 49 4 52 48 1 15
split_gain=2.43927e-05 4.19104e-05 6.18124e-05 5.18522e-05 6.67127e-05 0.000120324 8.61649e-05 4.49035e-05 3.04236e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 -0.034289999999999994 0.071660000000000015 0.087035000000000015 0.11198000000000001 -0.089964999999999976
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=-0.02638876732210467 0.014706944268855658 0.017177231757487608 -0.022167340536758437 -0.032703187850676371 -0.0024327061694444842 0.0080578938096744126 -0.012965372041944492 0.034302586384859467 0.021912011921731502
leaf_weight=0.001066872922561986 0.0010060560034316898 0.0010683120708973272 0.0010020784150025644 0.0012750164654544661 0.0010385955285369271 0.0016763948005942917 0.0012004344015187612 0.0011467655314826284 0.0010150154018321589
leaf_count=136 225 276 182 852 318 838 315 148 620
internal_value=0 -0.00159376 -0.0037223 -0.000827709 0.0020808 -0.00955099 0.00988167 0.0184514 0.00959989
internal_weight=0 0.0104895 0.00942117 0.0083543 0.00735222 0.00295141 0.00440081 0.00320038 0.00205361
internal_count=3910 3685 3409 3273 3091 1690 1401 1086 938
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=10
num_cat=0
split_feature=50 15 12 160 2 13 0 3 1
split_gain=2.11024e-05 3.95615e-05 3.85068e-05 4.97113e-05 4.60032e-05 8.09483e-05 6.21795e-05 2.24445e-05 1.76768e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.06402999999999999 -0.077894999999999978 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4 -7
right_child=-2 2 3 -5 5 8 -8 -9 -10
leaf_value=0.019577440394524047 -0.013715876247877783 -0.016427727226470519 -0.0067038572689537314 -0.017131513923613624 0.01492068911405612 -0.024091973832200159 0.033737447838746118 0.014401816424364026 -0.0060175459576857571
leaf_weight=0.0010536314445027369 0.0010424680764510403 0.0013584456276184353 0.0010107593855763048 0.0011836278014767691 0.001567028621150789 0.0010663381635632164 0.0010598104855862713 0.0010047043140930215 0.0010985194333617589
leaf_count=278 715 284 703 308 172 901 103 168 278
internal_value=0 0.00120768 -0.000862537 0.00178357 0.00507252 -0.00239006 0.0141285 0.00381728 -0.0149204
internal_weight=0 0.0104029 0.00934923 0.00799079 0.00680716 0.00373189 0.00307527 0.00201546 0.00216486
internal_count=3910 3195 2917 2633 2325 1351 974 871 1179
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=9
num_cat=0
split_feature=3 16 0 47 12 13 52 16
split_gain=2.08699e-05 3.91942e-05 3.4068e-05 3.90541e-05 4.30221e-05 4.87141e-05 7.9694e-05 4.85656e-05
threshold=-0.16059999999999997 0.3935300000000001 0.055865000000000005 0.09252500000000001 0.095295000000000019 -0.084184999999999996 -0.066329999999999986 -0.057604999999999996
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=0.013371174150246183 -0.009937070711931879 -0.019943036208949834 0.015980304056928799 -0.017482033516494185 -0.017826658729044074 -0.0061129060926365022 0.009035544756605984 0.037538799013947029
leaf_weight=0.0010397071986080692 0.0016459133772069555 0.0010360278539163327 0.001241821161244226 0.0013287146333711758 0.001004423907925738 0.0017061025486467324 0.0013001833843006082 0.0011065145249784104
leaf_count=211 889 298 115 310 544 370 798 375
internal_value=0 -0.00148999 0.000558281 -0.00180847 0.00127083 0.00460177 0.0104201 0.0221403
internal_weight=0 0.0103697 0.00933367 0.00809185 0.00676314 0.00575871 0.0041128 0.0024067
internal_count=3910 3699 3401 3286 2976 2432 1543 1173
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=9
num_cat=0
split_feature=484 1 12 3 1 3 0 43
split_gain=0.000108362 4.94298e-05 6.1802e-05 5.10396e-05 8.09231e-05 4.93175e-05 8.33377e-05 4.50712e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11818000000000002 0.10752500000000002 -0.115685 -0.11524 -0.073139999999999983
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=-0.00060247617095028259 0.00029009392799778512 0.00046354400254931908 -0.00043467727411752909 -0.00022656635503775951 0.00048460949012464144 0.00026032944302059851 -9.0245706410329077e-05 -0.00060569821810710031
leaf_weight=0.001056027517852034 0.001834362338333847 0.0010292103502259906 0.0010650959008181833 0.0018999220862939434 0.0018976789731230421 0.0015976900979586804 0.0015628011785574509 0.0011193299022915324
leaf_count=627 264 216 116 157 333 224 765 1208
internal_value=0 5.2668e-05 1.41436e-05 6.23728e-05 0.000130891 2.11068e-05 -9.4183e-05 -0.000305359
internal_weight=0 0.0120061 0.0109769 0.00991178 0.00801186 0.00611418 0.00427982 0.00268213
internal_count=3910 3283 3067 2951 2794 2461 2197 1973
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=9
num_cat=0
split_feature=159 48 4 2 3 43 4 3
split_gain=2.18494e-05 3.18607e-05 5.64086e-05 6.46755e-05 0.000114998 4.32526e-05 6.61762e-05 5.74946e-05
threshold=-0.034019999999999988 0.093225000000000016 0.28937500000000005 0.10393500000000001 0.090325000000000003 -0.074254999999999988 -0.011514999999999999 -0.078059999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.014149044858737556 -0.011210159913319031 0.012855444423602765 0.018755767131444459 -0.02220569952567028 0.028461416595772324 0.00099126663537145725 -0.033889508331223721 0.020661177068131795
leaf_weight=0.0010115156754727751 0.001299406062211194 0.001926087590424023 0.0011935279604518038 0.0016358458031206918 0.0011585841267686761 0.0010553147492647779 0.0011224057919189091 0.001002848004206604
leaf_count=520 709 398 339 456 108 919 302 159
internal_value=0 0.00124667 -0.00139383 -0.00469982 0.00037895 -0.00688357 -0.0169864 0.0026728
internal_weight=0 0.010394 0.00846793 0.0072744 0.00563856 0.00447997 0.00217772 0.00230225
internal_count=3910 3390 2992 2653 2197 2089 1221 868
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=9
num_cat=0
split_feature=475 42 151 43 4 4 42 13
split_gain=1.97631e-05 3.80635e-05 5.27789e-05 7.6109e-05 7.27349e-05 6.30898e-05 6.18957e-05 3.63357e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.17888000000000001 -0.0025899999999999994 0.092145000000000019 -0.11267999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 7 -4 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.012355830259004092 -0.01365917849035983 -0.016457930984716082 0.037960808353514917 0.016402109267983356 0.016934451357166362 -0.02383965087706363 0.0045314007572138182 -0.0096213671725272967
leaf_weight=0.0011805791062633299 0.0014554502953589453 0.0011199988288770829 0.0011859949089478021 0.0010503315009603559 0.001774663410594581 0.0014591357501114333 0.0010391505397534836 0.0010968368831513584
leaf_count=621 994 242 480 85 232 261 286 709
internal_value=0 0.0013121 0.0038092 0.00679353 0.000360947 -0.00779488 0.0223492 0.00310855
internal_weight=0 0.0101816 0.00872611 0.00760611 0.00538097 0.0036063 0.00222515 0.00214717
internal_count=3910 3289 2295 2053 1287 1055 766 794
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=8
num_cat=0
split_feature=49 3 12 3 0 2 43
split_gain=2.1824e-05 9.85091e-05 5.56177e-05 9.46008e-05 6.34966e-05 6.22823e-05 3.03574e-05
threshold=-0.029304999999999998 -0.08348499999999999 0.080120000000000011 0.096385000000000012 -0.014809999999999999 0.08400500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -2
right_child=2 -3 4 -5 -6 -7 -8
leaf_value=0.032326503938793695 0.0044434818223234749 -0.0058689180389854857 -0.019974683129175799 -0.011484028803651507 -0.028712729531105732 0.012192300097153424 0.026835054455537872
leaf_weight=0.0010272873142696676 0.0010209639947050524 0.0019703161248196448 0.001071380456025717 0.0019876270268876402 0.00138307117037523 0.001373710744313091 0.0014878073179067858
leaf_count=180 296 379 777 271 172 1634 201
internal_value=0 0.00722076 -0.00273017 0.00481186 -0.0115887 -0.0019025 0.0177226
internal_weight=0 0.0029976 0.00832456 0.0044964 0.00382816 0.00244509 0.00250877
internal_count=3910 559 3351 768 2583 2411 497
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 49 12 49 0 52
split_gain=0.000147518 9.87294e-05 0.000107755 7.55668e-05 0.00014456 8.34075e-05 9.10613e-05 5.09128e-05 6.98473e-05 5.77084e-05
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.00072999999999999985 -0.029304999999999998 0.089635000000000006 -0.006494999999999999 -0.083564999999999987 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -5 -9 -10
right_child=1 2 3 7 5 6 -8 8 9 -11
leaf_value=-0.00072789700203901525 -0.00053796935865197087 0.00061891543086487562 0.00086469230643973049 -0.00049216611023549059 0.00045632449158269434 0.00011560644637688373 -0.00058814528496504244 0.00038185940350632543 -0.00047989718422878979 0.00012435411041467629
leaf_weight=0.0010077007100641319 0.0010035355177546697 0.0013725135941331556 0.0010024903258199682 0.0012160361119792672 0.0012956815441323931 0.0019705887949685533 0.0011023225530154691 0.0011054504016692239 0.0013678608669233589 0.0010934017291713474
leaf_count=612 379 285 268 182 167 406 217 524 615 255
internal_value=0 5.19042e-05 0.000103261 3.35593e-05 0.00019318 3.90831e-05 -0.000136845 -0.000145696 -2.75707e-05 -0.000211462
internal_weight=0 0.0125299 0.0115263 0.0101538 0.00537108 0.00436859 0.00307291 0.00478275 0.00356671 0.00246126
internal_count=3910 3298 2919 2634 1058 790 623 1576 1394 870
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=8
num_cat=0
split_feature=11 3 12 47 160 2 0
split_gain=2.16661e-05 4.38705e-05 3.23342e-05 5.44634e-05 5.94252e-05 6.10096e-05 6.85225e-05
threshold=0.079700000000000007 -0.13927999999999999 0.098845000000000016 0.09252500000000001 -1.0000000180025095e-35 0.086875000000000022 -0.16443499999999997
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=0.021079827972503105 -0.013897747929209149 -0.0094103302229296346 -0.0138483613541018 -0.01553685475769574 -0.0062287680575073435 0.00052433167651968538 0.031055820875285953
leaf_weight=0.001010881029726904 0.0010325212450251085 0.0018005694721631993 0.001588112489793291 0.0014629604120281244 0.0012837544751820949 0.0011737124988122362 0.0019669896607025206
leaf_count=147 254 871 503 305 847 108 875
internal_value=0 0.0012976 -0.000858209 0.00182518 0.00590547 0.0121384 0.0196459
internal_weight=0 0.010287 0.0092761 0.00768799 0.00622503 0.00442446 0.0031407
internal_count=3910 3656 3509 3006 2701 1830 983
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=9
num_cat=0
split_feature=2 52 52 150 3 4 12 1
split_gain=2.07951e-05 7.19793e-05 6.26625e-05 6.0126e-05 5.56151e-05 5.03361e-05 7.73937e-05 8.34444e-05
threshold=0.10946500000000002 0.084240000000000023 0.09086000000000001 0.086420000000000011 0.11265500000000002 0.15045000000000003 0.085325000000000012 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 7 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.029834316115293365 0.012969787590508536 -0.019936393500734478 0.025940834919575058 -0.01748555844349188 -0.018178972066014178 0.02577418120018804 -0.020872683600017431 -0.0062045765512413233
leaf_weight=0.0012382516899135322 0.0011187987271675845 0.0018862600449355039 0.0011114221309473328 0.0012069352443378365 0.0011754258066547275 0.0011453999376557613 0.0010692857069793224 0.0013352975378125844
leaf_count=411 398 1070 195 254 174 176 1017 215
internal_value=0 -0.00289907 0.00645216 0.00246138 -0.00298901 0.00748926 0.00174001 0.0111354
internal_weight=0 0.00788143 0.00340565 0.00599517 0.00229422 0.00478823 0.00364283 0.00257355
internal_count=3910 3143 767 2073 572 1819 1643 626
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=8
num_cat=0
split_feature=150 2 1 0 2 3 15
split_gain=2.14312e-05 8.71226e-05 4.80051e-05 4.34963e-05 5.10716e-05 3.42858e-05 5.29829e-05
threshold=0.082085000000000019 0.089910000000000004 0.12864500000000004 -0.076099999999999987 0.10113500000000002 -0.08095999999999999 -0.015439999999999997
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=-0.027833238718244564 -0.013077379358635547 0.023812605572976459 0.014575708954506173 0.01368017998722963 -0.011660139127236359 -0.016918679577416135 0.011432125636583298
leaf_weight=0.0010911612439071221 0.0011272355513133729 0.0014817193096651822 0.0013869056496833886 0.0018623022979442825 0.0013882177556774034 0.0018921011143108392 0.0010116133114669904
leaf_count=1253 245 268 280 493 458 527 386
internal_value=0 0.00787377 -0.00246893 -0.0057316 0.00285795 -0.0127207 -0.00704166
internal_weight=0 0.00260895 0.0086323 0.0072454 0.00325052 0.00399488 0.00290371
internal_count=3910 513 3397 3117 951 2166 913
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 1
split_gain=2.02375e-05 5.8844e-05 2.99832e-05 4.26385e-05 5.59595e-05 9.80043e-05 5.0616e-05
threshold=0.076710000000000014 -0.084009999999999987 0.024640000000000006 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.10113500000000002
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=0.004946079031072104 0.0010012126363726449 -0.022085341701576972 -0.012343275459603658 0.022254701608540175 0.0071063466034571622 -0.030006247704451452 0.029444935624947308
leaf_weight=0.0018758418915253809 0.0015994085613835673 0.0014111123337274137 0.0011383565613681205 0.0012048544583615839 0.0017553838628659932 0.0011965783333929194 0.001027571858540478
leaf_count=422 297 1586 544 325 348 207 181
internal_value=0 -0.0066587 0.00267482 0.00519493 0.00151062 -0.00793725 0.0121273
internal_weight=0 0.00328695 0.00792215 0.0067838 0.00557894 0.00295196 0.00262698
internal_count=3910 2008 1902 1358 1033 555 478
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 13
split_gain=2.11704e-05 3.62869e-05 0.000103688 6.02604e-05 8.44627e-05 4.73735e-05 5.8311e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.060719999999999989
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=0.0070709844943642186 -0.013722071713471741 -0.010638037593474486 0.02685990576799795 0.015484231290349523 -0.032729117851593652 0.012864121345465189 -0.020728838073681817
leaf_weight=0.0013396019686470625 0.0010292276253645325 0.001304569040176784 0.0016962200881922148 0.0014718509592075487 0.001056551437854731 0.0015497304851047364 0.0017275068974770044
leaf_count=1164 254 105 587 425 234 215 926
internal_value=0 0.00132976 0.010558 -0.00254582 -0.00722337 -0.00138644 -0.00858688
internal_weight=0 0.010146 0.00300079 0.00714524 0.00567339 0.00461684 0.00306711
internal_count=3910 3656 692 2964 2539 2305 2090
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=10
num_cat=0
split_feature=484 1 0 133 15 4 151 2 1
split_gain=9.92664e-05 5.99772e-05 9.69621e-05 0.000152985 7.5724e-05 0.000137427 8.93372e-05 0.000122114 5.69102e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 -0.0088999999999999982 0.089910000000000004 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 8 -8
right_child=1 4 3 -5 -6 6 7 -9 -10
leaf_value=-0.00057167571180317749 -0.00067924727774797133 0.00069150448979994692 0.00041539872296866609 -0.00052364403295077847 -0.00028380693874150163 -0.0003918961396385507 -0.00042737096752388609 0.00063482385982903942 0.00018839465126224206
leaf_weight=0.0010796076177864182 0.0010013047503121025 0.0017951347789749916 0.0016377429145279909 0.0011253525935705504 0.0013471393504375755 0.0012614319907019948 0.0010020305204401551 0.0015548083222963359 0.0013606248655193818
leaf_count=627 804 456 388 434 498 161 144 247 151
internal_value=0 4.88756e-05 -0.000156493 3.29457e-05 0.000141782 0.000223991 6.19388e-05 0.000208075 -7.27589e-05
internal_weight=0 0.0120856 0.0037644 0.0027631 0.00832117 0.00697403 0.0051789 0.00391746 0.00236266
internal_count=3910 3283 1626 822 1657 1159 703 542 295
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=9
num_cat=0
split_feature=1 3 2 2 16 52 16 16
split_gain=2.06816e-05 5.41794e-05 8.35985e-05 8.05613e-05 7.00453e-05 4.36601e-05 3.68523e-05 7.2915e-05
threshold=0.10498500000000001 -0.115685 0.10362500000000001 0.093815000000000009 -0.013024999999999998 -0.015039999999999998 -0.23935499999999996 -0.52908499999999992
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=0.012176255246653972 0.018320792740341135 0.0026669262483255234 -0.034163377327371992 0.020933990582865301 -0.030168716444183202 -0.013204305111949685 -0.016844735418531969 0.02394698387677046
leaf_weight=0.0015922879963463409 0.001611001031972216 0.0015054647850602345 0.00104227154810627 0.001077096833245536 0.0011428392128389536 0.0010314494975088232 0.0010852657886856118 0.0010829474700059358
leaf_count=292 372 1330 403 379 647 110 155 222
internal_value=0 -0.00379476 -0.00912869 -0.00212463 -0.0115028 0.00489487 -0.00186497 0.00582377
internal_weight=0 0.00635996 0.00476767 0.0037254 0.0026483 0.00481066 0.00319966 0.0021144
internal_count=3910 3051 2759 2356 1977 859 487 332
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=11
num_cat=0
split_feature=484 15 11 3 16 16 52 0 13 0
split_gain=0.000113472 4.22957e-05 7.84445e-05 0.000102125 7.79592e-05 7.66398e-05 8.9489e-05 0.00010002 7.32833e-05 6.60857e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 0.3935300000000001 0.091210000000000013 -0.10575999999999998 -0.0030249999999999995 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 9 -9 -6
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.00061323481272401519 0.00039988054437497476 0.00055507616679553718 -0.00050197404270109101 -0.00049139927468049949 -4.1311845377433696e-05 -0.00042052649713853255 0.00057843358003778662 6.8711524890650543e-05 -0.00060730091175233191 0.00061098658882718568
leaf_weight=0.0010737486557198103 0.0012083134250371113 0.0014122395397169795 0.0010290601272380405 0.0011402507929748808 0.0011332884172308155 0.0010891179035842002 0.0014072323041312527 0.0012677177813395463 0.0012002513233125918 0.0012622015172852651
leaf_count=627 278 125 215 220 70 219 600 1051 351 154
internal_value=0 5.17505e-05 1.33047e-05 6.67991e-05 -1.43255e-05 5.95872e-05 0.000142975 1.69762e-05 -0.000260055 0.000302389
internal_weight=0 0.0121497 0.0109414 0.0099123 0.00850006 0.00735981 0.00627069 0.00486346 0.00246797 0.00239549
internal_count=3910 3283 3005 2790 2665 2445 2226 1626 1402 224
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=9
num_cat=0
split_feature=150 151 4 151 0 4 2 43
split_gain=2.02876e-05 7.83048e-05 8.06696e-05 5.59814e-05 3.42173e-05 5.21323e-05 5.73669e-05 4.44815e-05
threshold=0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.024429999999999997 -0.11756999999999999 0.070230000000000015 0.10836000000000003 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 6 7 -6
right_child=3 2 -4 -5 5 -7 -8 -9
leaf_value=-0.025791091165622421 0.0238509031676979 -0.016670739223965819 0.026258741785322549 -0.0076118839646935697 0.00089115148813032367 0.019349456365443038 0.015729205701901575 -0.023709812211280407
leaf_weight=0.0012149644937303359 0.0011518638121525021 0.0013858009263577279 0.0011258486874006456 0.0011109642908681825 0.001446213447772308 0.0011939284461625873 0.0010384593162939761 0.001494494173887508
leaf_count=412 279 272 290 174 691 180 296 1316
internal_value=0 -0.00220048 0.00152922 0.00840385 -0.00271566 0.00102272 -0.00447612 -0.0116113
internal_weight=0 0.00889971 0.00768474 0.00226283 0.0065589 0.0051731 0.00397917 0.00294071
internal_count=3910 3457 3045 453 2755 2483 2303 2007
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=9
num_cat=0
split_feature=11 13 16 16 48 16 15 13
split_gain=2.22549e-05 3.56666e-05 4.59187e-05 3.96643e-05 4.73325e-05 4.24575e-05 3.38409e-05 2.17463e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.15100500000000003 0.085875000000000021 -0.008069999999999999 -0.09547499999999999 -0.37340499999999993
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=0.0035405130704163432 -0.012957819000686347 -0.019890368931470833 0.018294212796748578 -0.010897720195303003 -0.0086638040604434842 0.029110861714835935 -0.0066953715585321002 0.023482009479444017
leaf_weight=0.0011859741552567513 0.0011918315165511595 0.001175850726251944 0.0010177718643681372 0.001836461475246182 0.001443088638531017 0.0010975605840613857 0.0011590195561170798 0.001014753145641225
leaf_count=176 279 261 142 495 368 478 1353 358
internal_value=0 0.00150382 -0.00169395 0.00157072 0.00642458 0.0130744 0.00498866 0.0127355
internal_weight=0 0.00993048 0.00772975 0.0065539 0.00471744 0.00327435 0.00217679 0.00220073
internal_count=3910 3631 3097 2836 2341 1973 1495 534
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=10
num_cat=0
split_feature=484 3 42 1 13 2 48 3 3
split_gain=0.000120823 4.99947e-05 7.99904e-05 6.58083e-05 0.000106172 6.66009e-05 7.33795e-05 9.44616e-05 6.36398e-05
threshold=-1.0000000180025095e-35 -0.12008499999999998 0.078965000000000021 0.099595000000000017 -0.080179999999999987 0.10325000000000002 0.085790000000000019 -0.0045049999999999995 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -6
right_child=1 3 -4 4 8 -7 -8 -9 -10
leaf_value=-0.00063269238358088095 0.00055022198083449656 -0.00027048577273131236 -0.00012814853327576046 0.00071636637254136046 0.00021948609842960289 -0.00062416723896232293 -0.00047754203838672508 0.00047366454448312688 -0.00032355684493788481
leaf_weight=0.0010718949971525683 0.0017009083677726198 0.0012404603430236649 0.0011007892460525512 0.0010063193988079297 0.0019760254814654987 0.0010043314174231792 0.0011133408990029511 0.0013915473161258405 0.0014302244302996092
leaf_count=627 235 1488 127 262 379 312 252 128 100
internal_value=0 5.44736e-05 0.00028369 -1.56177e-05 0.00015679 -0.000175788 -5.55535e-05 0.000122948 -8.52808e-06
internal_weight=0 0.0119639 0.0028017 0.00916225 0.00441257 0.00474968 0.00374535 0.00263201 0.00340625
internal_count=3910 3283 362 2921 741 2180 1868 1616 479
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=11
num_cat=0
split_feature=484 484 42 43 3 42 0 15 16 2
split_gain=0.000122772 6.1659e-05 6.15538e-05 0.000109364 9.17557e-05 6.72577e-05 6.34419e-05 0.000155307 9.55735e-05 5.41546e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.075954999999999981 1.0000000180025095e-35 -0.16443499999999997 -0.03231499999999999 -0.097709999999999977 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -5 -9
right_child=1 -3 3 5 -6 -7 7 9 -10 -11
leaf_value=-0.00063317803183286748 -0.00023685138347837983 -0.00040222039584258631 0.00021891383264946703 -0.00058612611139837205 0.00095025721592793442 -0.0004357421599595451 0.00079323249776027868 0.00025626415748185169 0.00025568644306907094 -0.00038357059048852197
leaf_weight=0.0010869250785071451 0.0017824148836498828 0.0010392775794151503 0.0018568246734892175 0.0010308699061389315 0.0010228884603082807 0.001046298663911413 0.0013337107011404227 0.0010045162228293561 0.0010432885342126497 0.0010301261406710756
leaf_count=627 954 357 407 99 270 717 169 109 62 139
internal_value=0 5.45653e-05 9.71381e-05 0.000160681 0.000478691 1.95501e-05 0.000107078 0.000273201 -0.0001627 -6.768e-05
internal_weight=0 0.0121902 0.0111509 0.00936852 0.00287971 0.00648881 0.00544251 0.00336835 0.00207416 0.00203464
internal_count=3910 3283 2926 1972 677 1295 578 417 161 248
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=11
num_cat=0
split_feature=484 1 52 43 12 3 2 0 42 3
split_gain=0.000176593 6.36123e-05 7.34761e-05 8.54237e-05 9.31924e-05 0.000135146 0.000134879 4.9538e-05 6.22834e-05 1.90858e-05
threshold=-0.0043499999999999988 0.13662500000000002 -0.048794999999999991 -0.15648499999999999 0.091475000000000015 0.090325000000000003 0.083585000000000007 -0.15007499999999999 0.081685000000000021 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 -2 -9 -6
right_child=1 -3 3 4 9 -7 -8 8 -10 -11
leaf_value=-0.00079150828975905454 -8.9036267583344296e-05 0.00051526530218686537 0.00034927770384417082 -0.00031215396352217125 -0.00073245675702433995 -0.00050202460087001943 0.00058591711571410641 0.00067232685778277688 6.0098125091919671e-05 -0.00035051729933706621
leaf_weight=0.0010194465232705634 0.0012151680321454347 0.001066524898832401 0.0013514143676792234 0.0010578329764618336 0.0010065994561256498 0.0014903105839007835 0.0016393809231239902 0.0013919812891817142 0.0011807900648985966 0.0010054627691972922
leaf_count=612 77 216 179 359 361 147 841 501 338 279
internal_value=0 5.74454e-05 1.43835e-05 -9.74098e-05 -0.000194781 -2.81403e-05 0.000233698 0.000237236 0.000391341 -0.000541595
internal_weight=0 0.0124055 0.0113389 0.007551 0.00619959 0.00418752 0.00269721 0.00378794 0.00257277 0.00201206
internal_count=3910 3298 3082 2166 1987 1347 1200 916 839 640
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=9
num_cat=0
split_feature=50 15 51 48 52 2 0 3
split_gain=2.21869e-05 3.80082e-05 3.5495e-05 3.71212e-05 6.52797e-05 6.5674e-05 0.000119314 6.81225e-05
threshold=0.086465000000000014 -0.24219999999999997 0.077145000000000005 0.090405000000000013 -0.092854999999999979 0.10946500000000002 -0.032484999999999993 -0.0026499999999999996
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=0.019657170130831535 -0.014032396564523895 -0.020203054819436926 0.013854119366007462 -0.019310198843295778 -0.0018059219280157045 0.027570111820325639 -0.027246183255254394 0.029488068688636543
leaf_weight=0.0010222879046942754 0.0010299663730656142 0.0013186112807472474 0.0014207293726720893 0.0012252817711064911 0.0018449162067386458 0.0010119824181690712 0.0012126620151594525 0.0011166342326483544
leaf_count=278 715 500 321 316 1370 207 90 113
internal_value=0 0.00136964 -0.000673359 -0.0033434 -0.000335799 0.00471553 -0.000825257 0.00999328
internal_weight=0 0.0101731 0.00915082 0.00773009 0.00650481 0.00518619 0.00417421 0.00296155
internal_count=3910 3195 2917 2596 2280 1780 1573 1483
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=8
num_cat=0
split_feature=0 1 16 160 0 12 49
split_gain=2.15772e-05 4.69008e-05 3.29141e-05 6.09011e-05 5.91193e-05 7.32722e-05 1.3841e-05
threshold=0.055865000000000005 0.076710000000000014 -0.055679999999999993 -0.026849999999999995 -0.15517999999999996 0.083175000000000013 -0.0061499999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.016942134123199129 0.0097757835943249986 0.0027827386389413676 0.010414534902822518 -0.017494931489387817 0.037266446363960919 0.0015286858898606506 -0.013763990603118137
leaf_weight=0.0017154431287337941 0.0018647871575055786 0.0010213068595489941 0.0013102357888810001 0.0019387325925608707 0.0010647515006649928 0.0012439558565660385 0.0010009954470251098
leaf_count=1921 255 105 326 456 287 425 135
internal_value=0 -0.0020107 0.00136847 -0.00623967 0.00707582 0.0180106 -0.00540753
internal_weight=0 0.00929542 0.00757998 0.00324897 0.00433101 0.00230871 0.0020223
internal_count=3910 3655 1734 782 952 712 240
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=9
num_cat=0
split_feature=50 156 133 12 160 52 12 3
split_gain=2.15644e-05 3.55678e-05 4.71214e-05 7.15853e-05 6.9922e-05 5.92449e-05 5.13188e-05 9.3924e-05
threshold=0.086465000000000014 0.084090000000000012 0.087895000000000015 -0.036459999999999992 0.087825000000000014 -0.080899999999999986 0.091555000000000011 -0.023079999999999996
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=-0.017908938664964614 -0.013904718601379658 -0.014948142508484981 -0.016412339554818085 0.033333215120254577 -0.014246160232760411 0.040853771014453137 -0.0039702775697042529 0.0025871860713721612
leaf_weight=0.0010678757596177839 0.001018507798513848 0.0011809921216796937 0.0010472096989573533 0.0012630366072704955 0.0010172166963134145 0.0010588430876199611 0.0018502263494514595 0.0016269876562111066
leaf_count=297 715 518 634 258 228 690 394 176
internal_value=0 0.00136125 0.00351783 0.00616503 0.00993658 0.0141785 0.00884494 0.0176731
internal_weight=0 0.0101124 0.0089314 0.00788419 0.00681631 0.00579909 0.00453606 0.00268583
internal_count=3910 3195 2677 2043 1746 1518 1260 866
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=9
num_cat=0
split_feature=376 43 52 16 49 457 13 15
split_gain=2.30506e-05 4.1691e-05 0.00011117 7.75588e-05 5.72641e-05 8.27417e-05 7.4265e-05 7.28412e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.088779999999999984 -0.17157499999999998 0.090115000000000015 0.069705000000000003 -0.10939499999999998 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=0.033829656486963948 0.012985320652876145 0.0019165611928655211 0.015105764790823685 -0.022209292672330402 0.015699252211467479 0.01344632402785079 -0.0087102660844372865 -0.040371861793545419
leaf_weight=0.0010815198157773194 0.001212346085159857 0.0014553027273246449 0.0010238006055105808 0.0012216753206074646 0.001005522310230534 0.001164939109078271 0.001351671526504539 0.0015713442327453398
leaf_count=421 206 235 189 922 308 161 165 1303
internal_value=0 -0.0016254 0.0074903 -0.00519589 -0.00625647 -0.0102391 -0.0165411 -0.0257308
internal_weight=0 0.00987578 0.003327 0.00224548 0.00654878 0.00554326 0.00437832 0.00292302
internal_count=3910 3704 1532 1111 2172 1864 1703 1468
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=8
num_cat=0
split_feature=150 2 0 16 52 15 16
split_gain=2.04207e-05 6.23436e-05 4.40755e-05 5.11108e-05 5.60451e-05 4.52798e-05 3.91864e-05
threshold=0.082085000000000019 0.089910000000000004 -0.075584999999999986 0.062650000000000025 0.09716000000000001 -0.0089749999999999986 -0.15168999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0067839104405461844 -0.0099991342410950812 0.021415912467307202 0.021304397142146832 -0.014218439687632837 0.014972402645696241 0.0037751776259270101 -0.030877294569158071
leaf_weight=0.0015634108913632789 0.0011164168292042735 0.0014549991950089769 0.0013170408763725936 0.0016601176877239715 0.0010892938564350026 0.0016474581403965343 0.0011880243953566237
leaf_count=296 245 268 549 470 74 1247 761
internal_value=0 0.00777662 -0.00239869 0.00510613 -0.00265327 -0.00933634 -0.017187
internal_weight=0 0.00257142 0.00846535 0.00406645 0.00274941 0.00439889 0.00275144
internal_count=3910 513 3397 1093 544 2304 1057
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=11
num_cat=0
split_feature=484 1 51 2 0 151 3 1 3 15
split_gain=8.04441e-05 5.65432e-05 6.97793e-05 6.3882e-05 7.5585e-05 5.72948e-05 8.42092e-05 0.000150394 4.30356e-05 1.01765e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 -0.10575999999999998 -0.0088999999999999982 0.12046500000000002 0.086430000000000021 -0.10628499999999998 -0.087844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 8 -7 -6
right_child=1 -3 3 5 9 6 -8 -9 -10 -11
leaf_value=-0.00052012146016806589 0.00044963100823022128 0.00047754096960536132 0.00011441443651717427 -0.00025298163671469344 -0.00037178012842060075 0.00030266853929803952 -0.00022313503839160211 0.00088017383293926004 -0.00025627481864473167 -0.00064925447930927406
leaf_weight=0.0010753714377830766 0.001175441393222564 0.0010360075124296172 0.0011675536881256866 0.0017187086801668406 0.0010087217812420968 0.0010444908550111065 0.0014963850289382297 0.0012347630538021934 0.0010743478935582983 0.0010240852572155085
leaf_count=627 367 216 110 335 182 96 73 217 801 886
internal_value=0 3.97175e-05 -1.7269e-06 -5.60356e-05 -0.000283196 5.46402e-05 0.000163653 0.000336239 1.92588e-05 -0.000511566
internal_weight=0 0.0119805 0.0109445 0.00976906 0.00320036 0.0065687 0.00484999 0.0033536 0.00211884 0.00203281
internal_count=3910 3283 3067 2700 1178 1522 1187 1114 897 1068
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=9
num_cat=0
split_feature=11 4 2 2 4 1 0 12
split_gain=1.76673e-05 3.82055e-05 5.20921e-05 9.1416e-05 5.96569e-05 3.76587e-05 8.38685e-05 3.55745e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10836000000000003 0.084235000000000018 -0.12499499999999999 0.11235500000000002 -0.17106499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -7
right_child=-2 5 -4 4 -6 7 -8 -9
leaf_value=0.025286563326810826 -0.011565838893842478 0.0091624034614286257 0.02739083612577585 -0.023839626849074112 0.0076461056961492357 0.015443762863195629 -0.025957379277511107 -0.0093351338363512875
leaf_weight=0.0011571515587328485 0.0011853347439023864 0.0011159506770701537 0.0010636136039221698 0.0012683481792065726 0.0011450461298122909 0.0013516679379413721 0.0017405318376727391 0.001014082583666847
leaf_count=748 279 120 260 152 1209 336 706 100
internal_value=0 0.001356 0.00796517 0.00217854 -0.00890107 -0.00450892 -0.012237 0.00482225
internal_weight=0 0.00985639 0.00463416 0.00357055 0.00241339 0.00522223 0.00285648 0.00236575
internal_count=3910 3631 2369 2109 1361 1262 826 436
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=10
num_cat=0
split_feature=484 15 42 151 13 2 16 15 43
split_gain=0.00010708 4.54057e-05 7.04027e-05 0.000102283 7.2795e-05 7.4931e-05 0.000112742 8.72183e-05 6.34636e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.37340499999999993 0.087995000000000004 -0.072359999999999994 -0.038029999999999987 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6 -3
right_child=1 8 -4 4 5 6 -8 -9 -10
leaf_value=-0.00060856469833976017 -0.00027144605868838266 0.00015091640619182542 -0.0003241772887288004 -0.00018783320746694932 -0.00015666578696287465 0.0010026006511512295 0.00023865835634079646 0.00057848604490023253 -0.0004957010186613165
leaf_weight=0.0010527246683991577 0.0016329893022841721 0.0010733427589623302 0.0012848314620820854 0.0010920106042083978 0.0016281560903737332 0.0013314722862284793 0.0016796761219620754 0.0010024880635170108 0.0012788801683522371
leaf_count=627 383 560 325 131 282 263 417 131 791
internal_value=0 4.36358e-05 0.00010317 0.000168794 0.000275556 0.000365248 0.000576459 0.000123486 -0.000200643
internal_weight=0 0.0120038 0.00965162 0.00836679 0.0067338 0.00564179 0.00301115 0.00263064 0.00235222
internal_count=3910 3283 1932 1607 1224 1093 680 413 1351
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=11
num_cat=0
split_feature=484 15 151 3 151 2 12 16 16 12
split_gain=0.000172078 5.5535e-05 8.42743e-05 9.60037e-05 0.000114938 0.000114713 9.14151e-05 8.97326e-05 0.000115712 2.72492e-05
threshold=-0.0043499999999999988 -0.26361999999999991 -0.086249999999999979 -0.016619999999999996 -0.0088999999999999982 0.086650000000000019 0.091475000000000015 0.15100500000000003 -0.092424999999999993 0.095450000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 9 -7 8 -6 -4
right_child=1 2 3 4 7 6 -8 -9 -10 -11
leaf_value=-0.00078264465235692866 0.00044393413932067045 0.00052765262382723323 -0.00038247911490472378 -0.0008248833250829999 -0.000294942401200815 0.00072832785431472288 -9.3983341769517853e-06 -0.00049173109307011598 0.00050876581431084586 5.2183153705315076e-05
leaf_weight=0.0010178956889521874 0.0012729073870780859 0.0010971636375830705 0.0011717174545455736 0.0010086976649310029 0.0013399349074086882 0.0015762345107669562 0.0010939937876047398 0.0013976785296358797 0.0014170923472660996 0.001052690774228841
leaf_count=612 278 282 860 117 128 523 648 117 160 185
internal_value=0 5.59169e-05 1.16408e-05 -4.46475e-05 -0.000231161 0.000152107 0.000426081 -8.7014e-05 0.000118158 -0.000176777
internal_weight=0 0.0124281 0.0111552 0.010058 0.0051634 0.00489464 0.00267023 0.00415471 0.00275703 0.00222441
internal_count=3910 3298 3020 2738 522 2216 1171 405 288 1045
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=8
num_cat=0
split_feature=50 15 47 52 2 16 4
split_gain=2.07659e-05 3.76348e-05 3.48819e-05 7.68596e-05 5.54774e-05 7.65784e-05 6.27286e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 -0.092854999999999979 0.084235000000000018 -0.014099999999999998 0.0057500000000000008
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=0.019537709829915172 -0.013782947596214776 -0.022494678040917267 -0.013138785946684965 0.023041984698433993 -0.027516986544852674 0.016003225484133236 0.0035236387487210942
leaf_weight=0.001019408367351292 0.0010006082342022314 0.0010607917496656743 0.0018118746645158128 0.0015464985932434104 0.0011510269929096554 0.0019885866825848217 0.0014987471874443998
leaf_count=278 715 554 313 467 781 452 350
internal_value=0 0.00132137 -0.000728847 0.00237443 0.00663984 0.00117111 -0.00996
internal_weight=0 0.0100769 0.00905753 0.00724565 0.00618486 0.00463836 0.00264977
internal_count=3910 3195 2917 2604 2050 1583 1131
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 49 13 13 1 49
split_gain=0.000196141 6.24232e-05 7.92514e-05 8.94723e-05 8.82715e-05 7.00527e-05 0.000102692 0.000131516 6.27262e-05 3.77638e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.093425000000000022 -0.083924999999999986 -0.16277999999999995 0.090820000000000012 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6 -8 -10
right_child=1 -3 4 -5 5 -7 8 -9 9 -11
leaf_value=-0.00083785824481317475 2.3084372202878271e-05 0.00052927421676165359 -0.00058443046533357824 0.00075893205313174329 -0.00014384992749098721 0.00047980405924434388 2.9236732300310837e-05 0.00078515053816944594 -0.00019987976176562031 -0.00068655130590115259
leaf_weight=0.0010045211581044015 0.0015782497231615323 0.0010134404940902635 0.0011117180152829557 0.0010632976065396613 0.0013549948257067907 0.001040382329860581 0.0017841761198316608 0.0010321675811709881 0.0011748605718103367 0.0012818090617550955
leaf_count=612 300 318 547 360 103 195 782 344 100 249
internal_value=0 6.28902e-05 2.1508e-05 0.000319284 -6.80796e-05 6.77791e-06 -6.74719e-05 0.000257834 -0.000250586 -0.000453809
internal_weight=0 0.0124351 0.0114217 0.00264155 0.00878011 0.00766839 0.00662801 0.00238716 0.00424085 0.00245667
internal_count=3910 3298 2980 660 2320 1773 1578 447 1131 349
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=8
num_cat=0
split_feature=15 42 43 3 4 1 0
split_gain=1.87035e-05 3.3349e-05 7.8071e-05 5.70192e-05 6.21292e-05 8.36102e-05 5.27711e-05
threshold=0.079360000000000014 0.078965000000000021 -0.079109999999999986 -0.10628499999999998 0.080255000000000007 0.094485000000000013 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.022013399493838202 -0.010570462027088012 -0.02478395565342071 0.0099037664401628207 0.012437439990471583 -0.016094581078918226 0.025898972214357854 -0.017674950550768752
leaf_weight=0.0015587789963688835 0.0014642388986988398 0.0013502196090573323 0.00124907853929609 0.0010395684176606572 0.0016200205770406577 0.0014792228591246044 0.001322147592018165
leaf_count=247 1436 674 493 91 332 274 363
internal_value=0 0.00156131 -0.00811496 0.00514428 0.00032915 0.00725631 -0.00442023
internal_weight=0 0.00961904 0.0025993 0.00701974 0.00546096 0.00384094 0.00236172
internal_count=3910 2474 1167 1307 1060 728 454
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=10
num_cat=0
split_feature=484 41 150 3 2 2 2 0 1
split_gain=0.000125749 4.30693e-05 8.41067e-05 9.27878e-05 8.31201e-05 0.0001033 5.9765e-05 4.75729e-05 7.79205e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.113945 0.096540000000000015 0.105395 -0.10575999999999998 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00066068973341652977 0.00061570098934447077 -0.00033653741097426469 -0.00043341449857446678 0.00026277679994893217 -0.00033802643508192183 0.00086306466368750564 0.00019053808453267933 -0.0005161482604782141 0.00013647052771795831
leaf_weight=0.0010360112389743636 0.0013906887459755662 0.0010000883426578037 0.0010646523685189117 0.0016627627701866934 0.0015675226677862421 0.0010310326057016543 0.0010015088966271975 0.0012698565880403549 0.001576766909617579
leaf_count=627 229 191 142 171 417 240 161 1427 305
internal_value=0 5.23774e-05 8.9193e-05 0.00014776 6.75129e-05 0.000164685 0.000531686 -7.35483e-07 -0.000154658
internal_weight=0 0.0115649 0.0105648 0.00950014 0.00810945 0.00654193 0.00203254 0.00450939 0.00284662
internal_count=3910 3283 3092 2950 2721 2304 401 1903 1732
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=10
num_cat=0
split_feature=376 43 52 16 4 47 12 3 15
split_gain=2.04619e-05 4.43133e-05 0.00010221 7.15933e-05 5.83202e-05 5.48816e-05 3.67364e-05 5.21458e-05 1.92227e-06
threshold=0.048375000000000008 -0.070369999999999988 -0.088779999999999984 -0.17157499999999998 -0.23071499999999998 0.08593000000000002 0.088325000000000015 0.090325000000000003 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -6 -9
right_child=-2 4 3 -5 5 -7 -8 8 -10
leaf_value=0.033067770285459874 0.01223463578205012 -0.028061530076414862 0.015113712698881596 -0.020731438453552478 -0.018006580076606465 -0.022529209356221592 0.018515419632896473 0.010700607250437262 0.0045089238785608323
leaf_weight=0.0010835692029273029 0.001209362773363803 0.0010386927004269854 0.001027240621113973 0.0012177232753697901 0.0013178299020188164 0.0010716288969948289 0.001101973629087716 0.0010012242748849503 0.0010044429862929394
leaf_count=419 206 237 187 893 679 203 823 125 138
internal_value=0 -0.00154721 0.00784474 -0.00432957 -0.00633033 -0.00222415 0.00269272 -0.00255362 0.0075998
internal_weight=0 0.00986433 0.00332853 0.00224496 0.00653579 0.0054971 0.00442547 0.0033235 0.00200567
internal_count=3910 3704 1499 1080 2205 1968 1765 942 263
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=10
num_cat=0
split_feature=484 4 1 0 4 4 0 43 12
split_gain=0.000115218 4.70898e-05 8.26606e-05 9.79958e-05 7.03921e-05 6.06622e-05 9.01114e-05 0.000112199 4.09996e-05
threshold=-1.0000000180025095e-35 -0.0017649999999999999 0.11235500000000002 -0.17106499999999999 0.24280000000000004 -0.49837999999999999 -0.010494999999999999 -0.079109999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 7 -7 -5
right_child=1 2 4 8 -6 6 -8 -9 -10
leaf_value=-0.00061908156989262187 -0.00023712661733320674 0.00015360292469450955 -0.00014437223822731681 -0.00077887907702509725 0.00046899140546690542 -0.00037632990457498188 0.00071465060554427211 0.00039421506640652693 -0.00025065124991098986
leaf_weight=0.0010696047791035031 0.0010491147351716218 0.0013912338655324712 0.0013289248250715616 0.0011007407447968605 0.0015683004403482849 0.0011655294580810078 0.0013276308722901765 0.0019288898686657427 0.00116057276806868
leaf_count=627 151 112 96 157 328 669 144 1184 442
internal_value=0 5.2484e-05 -5.96793e-05 -0.000255861 0.000187648 0.00018676 0.000287325 0.000103985 -0.000507777
internal_weight=0 0.0120209 0.00654977 0.00365255 0.00289723 0.00547116 0.00442205 0.00309442 0.00226131
internal_count=3910 3283 1135 711 424 2148 1997 1853 599
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=8
num_cat=0
split_feature=0 42 160 2 47 4 0
split_gain=2.21818e-05 4.05253e-05 6.2084e-05 4.3161e-05 5.90741e-05 8.29543e-05 5.9753e-05
threshold=0.055865000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11230000000000001 0.090280000000000013 0.015635000000000003 -0.08824499999999999
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=-0.019810020814858401 0.0099674935393583557 -0.015497792224046757 -0.012668680890585902 -0.0085938009435406019 -0.009919239952031797 0.03607648881569827 0.020954197936227881
leaf_weight=0.0011268715209562215 0.001845572368499763 0.0018789476211002734 0.0010458255136681985 0.0016538079285232099 0.0011004100088777852 0.0013468937735825436 0.0010686405726975127
leaf_count=1023 255 991 248 363 163 224 643
internal_value=0 -0.00204266 0.000430811 0.00524597 0.0102634 0.0166797 0.00432415
internal_weight=0 0.0092214 0.00809453 0.00621558 0.00456177 0.00346136 0.00211447
internal_count=3910 3655 2632 1641 1278 1115 891
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=9
num_cat=0
split_feature=484 159 12 47 3 16 2 4
split_gain=0.000102052 4.87995e-05 6.90791e-05 8.98424e-05 8.4625e-05 7.95397e-05 8.52424e-05 7.20906e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 0.11818000000000002 -0.15168999999999996 0.08400500000000001 -0.08422499999999998
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=-0.00060324534802840034 0.00040491376171975174 0.00035539655617716743 -0.00046432619444062206 0.00045974427007680401 -0.00048122782014288999 -0.00055175798666084476 -0.00031688343293686052 0.00031585924609838097
leaf_weight=0.0010182578364161853 0.0017768518088170267 0.0016597940499043029 0.0011296733994347928 0.0016740901987916451 0.0013794599657798064 0.0011241443937761351 0.0010978055329719457 0.0018741126022400279
leaf_count=627 274 522 123 179 129 623 359 1074
internal_value=0 4.39114e-05 -7.50015e-06 5.03127e-05 -4.41978e-05 5.8454e-05 -9.18385e-05 8.21286e-05
internal_weight=0 0.0117159 0.0100561 0.00892646 0.00725237 0.00587291 0.00409606 0.00297192
internal_count=3910 3283 2761 2638 2459 2330 2056 1433
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=8
num_cat=0
split_feature=11 4 2 13 0 16 1
split_gain=1.79389e-05 3.41588e-05 4.72483e-05 6.4845e-05 6.42651e-05 3.30059e-05 4.43725e-05
threshold=0.079700000000000007 -0.0010999999999999996 0.10836000000000003 -0.084184999999999996 -0.053834999999999994 -0.30307999999999996 0.11235500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7
right_child=-2 5 -4 4 -6 6 -8
leaf_value=-0.017483761484571033 -0.012719688562315852 -0.015732997391268294 0.025916883290867263 0.023921241985060859 -0.0086507600290867872 -0.0096143159086130078 0.012680930382542045
leaf_weight=0.0011660498085428578 0.0010136038667423993 0.001708227669564767 0.0010669120964340757 0.0015287880996442771 0.0010032507667122727 0.001846279940369345 0.0017282801772787303
leaf_count=578 254 455 260 1346 204 590 223
internal_value=0 0.00123865 0.00737791 0.00202934 0.0110155 -0.00429888 0.00116531
internal_weight=0 0.0100478 0.004765 0.00369809 0.00253204 0.00528279 0.00357456
internal_count=3910 3656 2388 2128 1550 1268 813
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=10
num_cat=0
split_feature=484 4 4 47 16 4 0 4 3
split_gain=0.000135874 5.86859e-05 6.23978e-05 7.21734e-05 6.67114e-05 5.63449e-05 8.24948e-05 9.35775e-05 2.59249e-05
threshold=-1.0000000180025095e-35 0.28937500000000005 -0.0017649999999999999 0.10783500000000001 -0.094359999999999986 -0.49837999999999999 -0.010494999999999999 -0.06272999999999998 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 -3
right_child=1 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00068004046664463973 -0.00028232113743943319 0.00011415806494181451 -0.00060377490494669902 0.00026040052855672772 -5.0644104183493286e-05 -0.00030923505687206439 0.00063497829476961531 0.00037788781320224435 0.00054353782336699933
leaf_weight=0.0010620272539674973 0.001038472349839282 0.0010129146364915576 0.0016741416045657819 0.0010588767258667732 0.001679100004922813 0.0014632860731834938 0.0013216431269312797 0.0015900257865551141 0.0011594602207108508
leaf_count=627 151 96 304 82 343 1137 144 716 310
internal_value=0 5.16854e-05 -1.27957e-05 -0.000185877 -0.000326801 0.000128271 0.000225732 4.85872e-05 0.000343331
internal_weight=0 0.0119979 0.00982555 0.00441212 0.00335324 0.00541343 0.00437495 0.00305331 0.00217237
internal_count=3910 3283 2877 729 647 2148 1997 1853 406
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=9
num_cat=0
split_feature=15 42 3 484 12 13 2 4
split_gain=1.98765e-05 3.33742e-05 6.81529e-05 4.27425e-05 3.45559e-05 4.91928e-05 8.53301e-05 4.52437e-05
threshold=0.079360000000000014 0.085775000000000004 -0.078669999999999976 0.042570000000000004 -0.036459999999999992 -0.091849999999999987 0.096750000000000017 0.0066400000000000009
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=-0.015009136726671399 -0.01094081501807556 -0.027404615300869406 0.0081703476877450394 0.022937435030174539 0.022435481621080666 -0.0043848664379553389 -0.017877339002623453 0.023259363537868161
leaf_weight=0.0010444490179098509 0.0014533279511870717 0.0010614652700380606 0.0010930462804279251 0.0011037723567442481 0.0012282288640051457 0.0010263737010125379 0.0016575429353637892 0.0013990365020497433
leaf_count=272 1436 424 441 297 129 391 390 130
internal_value=0 0.00160669 -0.0093564 0.00477318 0.00161862 0.00488849 -0.00038998 0.011561
internal_weight=0 0.00961391 0.00215451 0.0074594 0.00635563 0.00531118 0.00408295 0.00242541
internal_count=3910 2474 865 1609 1312 1040 911 521
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=11
num_cat=0
split_feature=484 12 484 13 150 16 0 16 16 0
split_gain=0.000210188 5.66965e-05 6.90421e-05 6.61656e-05 7.19855e-05 9.89896e-05 0.000127769 7.30808e-05 0.000103698 0.00011414
threshold=-0.0043499999999999988 0.11655500000000001 0.08764000000000001 -0.37340499999999993 0.087235000000000021 -0.38486499999999996 -0.13027499999999997 -0.069894999999999985 0.0015250000000000001 -0.017269999999999997
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=-0.00086634076469641584 -0.00031356409333060318 -0.00033362292188398381 -0.00038260226391343072 -0.00020681727961417405 -0.00016484268146536076 0.00094457710781878422 0.00063405020889873733 -0.00042522376811767777 -6.0522400133852011e-05 0.00081207160661713623
leaf_weight=0.0010156001897205372 0.0010283538567712807 0.0012481876686061205 0.0010031481773661909 0.0012523415480707265 0.0015987403980216005 0.0012955066321501552 0.0013542682455067838 0.0010256303561195488 0.0013130003225364285 0.0010272234223161793
leaf_count=612 140 155 340 238 265 166 1036 414 364 180
internal_value=0 6.22191e-05 0.000107555 0.000157247 0.000211851 0.000294713 0.000399122 0.000249414 9.46537e-05 0.000322496
internal_weight=0 0.0121464 0.0108982 0.00989506 0.00886671 0.00726797 0.00601563 0.00472012 0.00336585 0.00234022
internal_count=3910 3298 3143 2803 2663 2398 2160 1994 958 544
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=8
num_cat=0
split_feature=124 42 160 160 0 43 15
split_gain=2.08011e-05 3.04877e-05 6.72796e-05 5.58393e-05 4.981e-05 5.62873e-05 5.04109e-05
threshold=-0.048219999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.053834999999999994 -0.019509999999999996 -0.072424999999999989
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=0.013024514327309467 -0.017017945638136706 -0.016122855707976388 0.032510862798360241 -0.014082845110544782 -0.0038054002786897093 0.01968516639839327 -0.0093217236535828203
leaf_weight=0.0010971142697467429 0.0011212033109610055 0.0019120578941353812 0.0013294437213210936 0.0012489961444684733 0.001927072454530737 0.0013614459697047607 0.0010700102108053846
leaf_count=319 982 980 358 296 321 175 479
internal_value=0 -0.00148279 0.000485565 0.0050634 0.00926763 0.0159662 0.00692011
internal_weight=0 0.00997023 0.00884903 0.00693697 0.00568797 0.0037609 0.00243146
internal_count=3910 3591 2609 1629 1333 1012 654
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 12 151 4 4 0
split_gain=0.000211743 5.29683e-05 6.77471e-05 9.70303e-05 9.33227e-05 9.1003e-05 9.01557e-05 0.000117791 0.00011722 5.42617e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.11655500000000001 -0.0088999999999999982 0.24280000000000004 -0.0021099999999999995 0.033525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 9 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00086866538016610402 -1.1524757564078287e-05 0.00049082979469520604 -0.00059620229876913855 0.00075196561129815495 -0.00036936339192413756 -0.0004954579607402168 0.00060170646782111412 0.00072539178032870067 -0.00038309185047812543 2.4114963484692941e-05
leaf_weight=0.0010169758194898014 0.0015770217569363297 0.0010162593962706702 0.0010897233981699388 0.0010770467268148326 0.0012457636534025148 0.0011364978434699 0.001236048403299668 0.0013166907539831716 0.0015046121647675458 0.0012656323501234468
leaf_count=612 300 318 547 360 170 82 986 236 239 60
internal_value=0 6.18186e-05 2.37379e-05 0.000298307 -5.91191e-05 1.68385e-05 0.000105474 0.000216602 4.93859e-05 0.000309496
internal_weight=0 0.0124653 0.011449 0.00265407 0.00879497 0.00770525 0.00656875 0.00532298 0.00400629 0.00250168
internal_count=3910 3298 2980 660 2320 1773 1691 1521 1285 1046
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=7
num_cat=0
split_feature=0 1 2 3 4 43
split_gain=2.03398e-05 4.80959e-05 3.55035e-05 7.61474e-05 5.53181e-05 4.92972e-05
threshold=0.055865000000000005 0.076710000000000014 1.0000000180025095e-35 0.013395000000000002 0.0057500000000000008 -0.079109999999999986
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=-0.017231668499376612 0.009525055450765792 -0.023304343425534307 0.026445472539273929 -0.017223382878093534 0.0093337066730092098 0.0033372659075856814
leaf_weight=0.0016862746912294545 0.0018497552836008084 0.0011506805636767837 0.001391938857414227 0.0013257889633260574 0.0019205549298588935 0.0017521194747811845
leaf_count=1921 255 287 386 230 230 601
internal_value=0 -0.00196417 0.00144982 0.00687793 -0.00151206 -0.00722357
internal_weight=0 0.00922736 0.00754108 0.00463828 0.00324634 0.0029028
internal_count=3910 3655 1734 846 460 888
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=11
num_cat=0
split_feature=484 15 42 151 1 16 16 47 3 3
split_gain=9.9757e-05 4.07376e-05 8.26044e-05 0.0001155 7.2008e-05 9.78401e-05 9.62821e-05 5.87152e-05 5.28141e-05 4.26535e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 0.095575000000000007 -0.055679999999999993 -0.035699999999999989 0.09023500000000001 -0.068734999999999977 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6 -3 -8
right_child=1 8 -4 4 5 -7 9 -9 -10 -11
leaf_value=-0.00059009943683792615 -0.00029344219542158965 8.6133137485996909e-05 -0.0003598866456674433 -0.00040336119695005672 0.0004294271316938981 2.1985760020721437e-05 0.0006189474026370589 0.0010628299003530108 -0.00051410032172710728 6.640204780188103e-05
leaf_weight=0.0010038042424364369 0.0015773971892149314 0.0012668378218231397 0.0012418406713901832 0.0010400416772177964 0.0011765139688261926 0.0011135664463802347 0.0010021948232498282 0.0010784173283246989 0.0010152828792669641 0.001157485626131063
leaf_count=627 383 1138 325 310 195 232 309 68 213 110
internal_value=0 5.40636e-05 0.000111185 0.000183002 0.000297423 0.000497517 8.6774e-05 0.000732351 -0.000180902 0.000322809
internal_weight=0 0.0116696 0.00938746 0.00814562 0.00656822 0.0033685 0.00319972 0.00225493 0.00228212 0.00215968
internal_count=3910 3283 1932 1607 1224 495 729 263 1351 419
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=10
num_cat=0
split_feature=484 1 12 43 52 151 0 43 52
split_gain=8.5411e-05 4.91405e-05 0.000111653 8.09663e-05 9.36196e-05 0.000132409 7.12285e-05 0.000103133 7.04644e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084890000000000007 -0.0088999999999999982 -0.13027499999999997 -0.074254999999999988 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00053699157587757513 0.0005588221206870213 0.00045578982689750778 -0.00060971250287817952 4.7074772341103002e-05 -0.00040499087639189209 0.00056409434589722797 0.00058778301160393833 -0.00017985114548164219 -0.000680681140411507
leaf_weight=0.0010685671534625017 0.0011408445415041898 0.0010084622129205552 0.0010338029466899984 0.0010264226173142088 0.0017307181282127122 0.001991670343155459 0.0010274755386349981 0.0019498676460861955 0.0010196564530525905
leaf_count=627 198 216 116 236 935 195 358 829 200
internal_value=0 4.1657e-05 3.4134e-06 6.75252e-05 3.43814e-06 0.000104203 0.000277064 8.5058e-05 -0.0003156
internal_weight=0 0.0119289 0.0109205 0.00988666 0.00874581 0.00701509 0.00496901 0.00297734 0.00204608
internal_count=3910 3283 3067 2951 2753 1818 1382 1187 436
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=9
num_cat=0
split_feature=131 49 13 1 2 457 4 16
split_gain=1.94223e-05 4.05323e-05 3.78923e-05 6.32923e-05 4.7157e-05 6.56086e-05 4.60377e-05 3.42795e-05
threshold=0.088565000000000019 0.10513500000000002 -0.10241499999999999 0.11931500000000002 0.084235000000000018 0.069705000000000003 -0.065054999999999988 -0.008069999999999999
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=-0.0042654579319774573 -0.013170241747478309 0.020098452453163086 0.013519749984728983 -0.024177070047458813 -0.026432260401115133 0.014278455451392714 0.025220111443833373 -0.0038734691000892269
leaf_weight=0.0010325833483671746 0.0010231854815883771 0.0010288204417074247 0.0018042029718890731 0.0013144895063040623 0.0012760853484074992 0.0011179728447626089 0.001086953009143069 0.0014267126027729753
leaf_count=105 563 338 673 186 1071 208 211 555
internal_value=0 0.00128918 -0.000846972 -0.00442129 0.000195406 -0.00609647 0.0108555 -0.0145243
internal_weight=0 0.0100878 0.009059 0.00693946 0.00562497 0.00382077 0.00211954 0.0027028
internal_count=3910 3347 3009 2693 2507 1834 316 1626
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=10
num_cat=0
split_feature=484 1 51 2 0 3 1 2 0
split_gain=0.000112219 5.48986e-05 6.80576e-05 5.9848e-05 8.75573e-05 7.42577e-05 9.90884e-05 6.45669e-05 0.00012702
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 -0.10575999999999998 0.11818000000000002 0.10498500000000001 0.10113500000000002 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00061522872898245784 0.00045906648884674515 0.00048546446939128556 0.00015632219080970064 -0.00022094192266220347 -0.00051690416378163983 -0.00025375552342446912 0.00073480144531415891 -0.00029217487756829269 0.00072085525270249636
leaf_weight=0.0010546756001991201 0.0011649593066654041 0.0010268669954271456 0.0011900558253981029 0.0010952160669811506 0.0019759280200265751 0.0019723163250966458 0.0010358649603928391 0.0013493666348770063 0.0011071558705519897
leaf_count=627 367 216 110 770 1068 128 206 323 95
internal_value=0 5.20658e-05 1.12019e-05 -4.24429e-05 -0.000263846 6.4412e-05 0.0002012 4.55746e-05 0.00025251
internal_weight=0 0.0119177 0.0108909 0.0097259 0.00316598 0.00655992 0.0045876 0.00355174 0.00220237
internal_count=3910 3283 3067 2700 1178 1522 1394 1188 865
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=10
num_cat=0
split_feature=484 1 16 3 12 151 1 4 0
split_gain=0.000116044 6.85947e-05 9.66113e-05 7.98729e-05 0.000105769 0.000135961 0.000172352 6.92543e-05 7.66245e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.0083999999999999995 0.12046500000000002 0.090840000000000018 -0.0088999999999999982 0.095575000000000007 -0.49837999999999999 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -4 -9
right_child=1 -3 7 -5 -6 6 -8 8 -10
leaf_value=-0.0006292123767688521 -0.00037627835111619392 0.00052920834673501384 -0.00021806421826269805 -0.00062629087763070178 -0.00045038024312437199 -6.3800930953417036e-05 0.00095639663246055602 5.9182395156986624e-05 0.00064800841086068916
leaf_weight=0.0010649374637764419 0.0013513400945552325 0.0010325255417657627 0.0010340778943291259 0.0011120110477552403 0.0017654817183834718 0.0014260777435850091 0.0011501220484176002 0.0016554964288690074 0.0017455932093527783
leaf_count=627 253 216 148 96 688 886 151 582 263
internal_value=0 4.55472e-05 1.11806e-06 -0.000145638 -5.17529e-05 0.000127435 0.000391657 0.000226291 0.000361395
internal_weight=0 0.0122727 0.0112402 0.00680503 0.00569302 0.00392754 0.0025762 0.00443517 0.00340109
internal_count=3910 3283 3067 2074 1978 1290 1037 993 845
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=11
num_cat=0
split_feature=14 484 4 4 4 12 12 0 0 1
split_gain=0.0002289 0.000112205 9.61223e-05 7.97226e-05 7.2626e-05 7.33882e-05 6.94094e-05 5.42275e-05 4.43796e-05 3.39426e-05
threshold=0.020750000000000005 -1.0000000180025095e-35 -0.0017649999999999999 0.27020000000000005 -0.49837999999999999 0.084100000000000022 -1.0000000180025095e-35 -0.10575999999999998 -0.083564999999999987 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 8 -4 -8 -6 -5
right_child=-2 2 3 9 5 -7 7 -9 -10 -11
leaf_value=-0.00054028162396453899 -0.00089479093719105525 -0.00012747365696732233 -0.00060928316714393374 1.653322465286061e-05 0.00099276514861034305 0.00016663199401749512 0.0001663059386757499 -0.00036278049159718938 0.00043297690934819924 0.00051104066243714587
leaf_weight=0.0010553341964991978 0.001017267153671792 0.0010852659636963399 0.0011163686902835521 0.0010222531592802568 0.0010017455137808218 0.0019624824584726233 0.0019114123059270403 0.0012202408312901459 0.0011928922192437907 0.0011165136286295885
leaf_count=598 153 151 141 125 213 1510 154 379 179 307
internal_value=0 7.18975e-05 0.000127452 -3.40547e-05 0.000324215 0.000442134 -0.000189496 -3.98513e-05 0.000688493 0.000274684
internal_weight=0 0.0126845 0.0116292 0.00638679 0.00524239 0.00415712 0.00424802 0.00313165 0.00219464 0.00213877
internal_count=3910 3757 3159 1106 2053 1902 674 533 392 432
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=9
num_cat=0
split_feature=11 43 12 42 43 150 2 1
split_gain=2.15327e-05 3.62653e-05 5.10472e-05 4.81933e-05 7.89199e-05 4.86466e-05 4.75758e-05 6.82619e-05
threshold=0.079700000000000007 -0.18906999999999999 0.10058500000000002 0.085775000000000004 0.0033500000000000005 0.077110000000000012 0.084235000000000018 0.10521500000000002
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=0.016023026186389951 -0.013807877867703959 0.01134569724248434 -0.021706344789291503 -0.015515616299276284 0.029146968428713723 0.016190586121880259 -0.031828276165699887 0.00066027897700283794
leaf_weight=0.0014453401717505953 0.0010319874290126976 0.0011430083638490672 0.0010546755614248291 0.0013336116562173662 0.0011461332182721275 0.0013846680361289552 0.0011195862376690957 0.0015312254415080879
leaf_count=230 254 357 351 1248 248 286 751 185
internal_value=0 0.00135293 -0.00108061 0.00175992 0.00540264 0.000147408 -0.00570803 -0.0130615
internal_weight=0 0.0101582 0.00871291 0.00765823 0.00632462 0.00517849 0.00379382 0.00265081
internal_count=3910 3656 3426 3075 1827 1579 1293 936
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=10
num_cat=0
split_feature=4 15 0 3 49 3 2 15 42
split_gain=1.90898e-05 3.98646e-05 3.59691e-05 5.82309e-05 5.72245e-05 5.69626e-05 5.0513e-05 3.8231e-05 2.08194e-05
threshold=0.27608500000000008 -0.43091499999999999 -0.06402999999999999 0.086245000000000016 -0.006494999999999999 0.076695000000000013 0.093070000000000014 -0.091274999999999981 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 -4 -1 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10
leaf_value=-0.000725343483095856 -0.0048587126579513178 0.022681770954855213 0.028383109988889179 -0.011219339119405314 0.019754074499228291 -0.013462948000092279 3.6047333035250238e-05 -0.034354312037230009 -0.014058819102461565
leaf_weight=0.0010426739483125761 0.0010804253989403743 0.0010234639265732923 0.0012370778430449757 0.0011713471332344683 0.0012154305436143497 0.0010817875971011006 0.0012780631984677193 0.001020231383073339 0.0010016930851891813
leaf_count=506 209 232 180 108 108 138 316 901 1212
internal_value=0 0.00853871 -0.00203642 -0.00715788 0.0045534 0.00572548 0.0139786 -0.0162789 -0.0242996
internal_weight=0 0.00210389 0.0090483 0.00545138 0.00238678 0.00359693 0.00251514 0.0030646 0.00202192
internal_count=3910 441 3469 2835 216 634 496 2619 2113
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=11
num_cat=0
split_feature=484 41 150 123 51 151 4 16 0 52
split_gain=0.000109632 4.87503e-05 9.80836e-05 8.12785e-05 7.60809e-05 5.26896e-05 0.000115265 7.523e-05 8.13784e-05 8.51379e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 0.084280000000000008 -0.09021499999999999 -0.068254999999999996 0.25367000000000006 -0.19424999999999998 -0.10131499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -10
right_child=1 -3 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.00060860962414509636 0.00064435613570613124 -0.00035271425221225765 -0.00046054797925851266 -0.00037638059574531386 -0.00025259685966898238 -0.00039081331788052274 0.00071671174976366042 0.00064180356621328983 -0.00040126533764878701 0.00029178773347672131
leaf_weight=0.0010601343372262225 0.0013224484495938434 0.0010587689172682569 0.0011254437290394046 0.0010104626035743547 0.0011465249974609154 0.0010781854876713032 0.0013332347580612093 0.00111724852570377 0.0011280148115378925 0.0017214863766300921
leaf_count=627 352 191 142 236 280 97 208 131 743 903
internal_value=0 4.91074e-05 8.78431e-05 0.000150453 0.000210624 0.000134397 0.000203962 6.84568e-05 0.000193289 1.7433e-05
internal_weight=0 0.0120418 0.010983 0.00985761 0.00884714 0.00752469 0.00637817 0.00504494 0.00396675 0.0028495
internal_count=3910 3283 3092 2950 2714 2362 2082 1874 1777 1646
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=8
num_cat=0
split_feature=11 43 2 42 4 43 1
split_gain=1.93794e-05 3.74331e-05 6.59093e-05 4.09965e-05 3.59074e-05 4.96006e-05 7.86941e-05
threshold=0.079700000000000007 -0.049504999999999987 0.093815000000000009 0.085195000000000007 0.08734500000000002 0.0050750000000000005 0.095575000000000007
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=-0.014514735824833043 -0.013118452057014876 -0.019656432775127894 0.027040989659697309 0.011759698453544859 -0.014480560063551352 0.017075591615515463 0.013136702192534275
leaf_weight=0.0011298469437183534 0.0010285225355618323 0.0017097404642347578 0.0013366612187248185 0.0012518183921607683 0.0019941121320873048 0.0014204456926831324 0.0012793281135500571
leaf_count=648 254 850 559 536 373 491 199
internal_value=0 0.00128869 0.00926928 -0.000704727 -0.00334532 0.00169037 -0.0056209
internal_weight=0 0.010122 0.00371833 0.00238167 0.00640363 0.00440951 0.00298907
internal_count=3910 3656 1743 1184 1913 1540 1049
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=10
num_cat=0
split_feature=484 159 12 47 52 3 15 15 52
split_gain=0.000109323 5.60989e-05 6.18372e-05 7.76494e-05 9.68329e-05 0.000147688 6.68398e-05 0.000120558 3.9294e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.10561500000000001 -0.089799999999999977 0.11818000000000002 -0.03231499999999999 -0.095799999999999982 0.084240000000000023
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=-0.00060543944400214054 -0.00059501705041643555 0.00037950668259850674 -0.00043567393757189596 0.00042047938507716208 3.0634084520786771e-05 -0.00054818259804958352 0.00019816503775797395 0.00094356292169294354 -0.00025517214089089153
leaf_weight=0.0010828765357820793 0.001044351630320255 0.0016614251266503033 0.0011578638725690251 0.0017234248378301042 0.001209265496610031 0.0012827672351206649 0.0017048641351323059 0.0010296863508796597 0.0012923056551013661
leaf_count=627 402 522 123 179 293 104 630 269 761
internal_value=0 4.48408e-05 -8.39497e-06 4.48783e-05 -4.07094e-05 4.80929e-05 0.000194171 0.000450487 2.69723e-06
internal_weight=0 0.012106 0.0104445 0.00928667 0.00756324 0.00651889 0.00523612 0.00223895 0.00299717
internal_count=3910 3283 2761 2638 2459 2057 1953 562 1391
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=9
num_cat=0
split_feature=4 42 15 3 47 49 15 0
split_gain=2.05016e-05 3.69736e-05 7.15814e-05 6.25596e-05 5.3238e-05 4.76907e-05 3.24783e-05 1.75103e-05
threshold=0.27608500000000008 0.086825000000000013 0.079360000000000014 -0.10628499999999998 0.077735000000000012 -0.0057999999999999987 -0.43091499999999999 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 -7
right_child=6 -3 -4 4 -6 7 -8 -9
leaf_value=0.026060937499502487 -0.0032373946520191025 -0.014172055772847043 -0.023403346107693106 -0.0070792401722065247 -0.016224707984135812 0.025734987280378731 0.021593447811972873 0.0073075342180862167
leaf_weight=0.0011783889181483376 0.00108336655570925 0.001984826980717393 0.0010075511680324141 0.0014293541527169145 0.0013824055433081621 0.00105010130889901 0.0010252644688583676 0.001013192826898531
leaf_count=212 209 1249 799 330 282 446 232 151
internal_value=0 -0.00211355 0.00127606 0.00538377 0.000385722 0.0069602 0.00883593 0.0166861
internal_weight=0 0.00904582 0.00706099 0.00605344 0.00487505 0.00349265 0.00210863 0.00206329
internal_count=3910 3469 2220 1421 1209 927 441 597
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=9
num_cat=0
split_feature=484 1 12 3 1 3 0 43
split_gain=0.000115459 5.90894e-05 7.02782e-05 7.01379e-05 9.47577e-05 4.04761e-05 7.73279e-05 5.42487e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11818000000000002 0.10752500000000002 -0.115685 -0.11524 -0.073139999999999983
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=-0.00063601442217671293 0.00025926726690117638 0.00049426556567111837 -0.00047992178807644786 -0.00028891188462445104 0.00051445946017153151 0.00025039324406575785 -6.3213690155137296e-05 -0.00063634016843606435
leaf_weight=0.0010481627899268939 0.0017872918008353484 0.0010193490943413768 0.0010566020318357192 0.0018704637031711968 0.0019034866856702535 0.0015741699530840477 0.0015406117246752654 0.0010801418734630286
leaf_count=627 264 216 116 157 333 224 765 1208
internal_value=0 4.29706e-05 4.25753e-07 5.24478e-05 0.000133417 1.21731e-05 -9.31039e-05 -0.000299427
internal_weight=0 0.0118321 0.0108128 0.00975617 0.0078857 0.00598222 0.00419492 0.00262075
internal_count=3910 3283 3067 2951 2794 2461 2197 1973
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=11
num_cat=0
split_feature=484 41 150 3 2 0 0 12 0 52
split_gain=0.000185207 0.00010741 0.000107182 8.0336e-05 8.62636e-05 0.000125996 8.05694e-05 8.15537e-05 0.000197727 5.96211e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.11398500000000002 -0.12008499999999998 0.113945 -0.13027499999999997 -0.089879999999999974 -1.0000000180025095e-35 -0.053834999999999994 -0.066329999999999986
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=-0.00081709740158303953 0.00058394470655622518 -0.00054993967110268346 -0.00044952751221701882 0.00027920322990330343 -0.00029620006046310267 -0.00037722799929756749 0.00061353078196370249 0.00057244191834870321 -0.00053173160594870237 0.00095109926154215822
leaf_weight=0.0010023833365365173 0.001579313832427212 0.0010228611975485772 0.0011688264465675334 0.0010299162245678353 0.0016779495188125231 0.0013531554049600074 0.0011559262196098614 0.0011698189261939054 0.0013351778609040498 0.0010015077567435415
leaf_count=612 236 183 143 110 418 398 142 1399 156 113
internal_value=0 5.88922e-05 0.000113179 0.000177016 0.000103345 0.0001985 3.16001e-05 0.000182712 -1.6089e-05 0.000610453
internal_weight=0 0.0124945 0.0114716 0.0103028 0.00872345 0.0070455 0.00501408 0.00366092 0.002505 0.00203142
internal_count=3910 3298 3115 2972 2736 2318 2095 1697 1555 223
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=11
num_cat=0
split_feature=484 474 1 43 2 3 52 16 15 3
split_gain=0.000197318 5.85204e-05 6.64147e-05 8.9683e-05 0.000167844 0.000118471 5.42377e-05 0.000102063 3.75329e-05 2.34127e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 -0.074254999999999988 0.087995000000000004 0.11818000000000002 -0.077699999999999977 -0.018539999999999997 -0.014614999999999998 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 9 8 -2 -8 -6 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00083664691657464162 0.00056051782576869741 0.00051231614769278017 0.00048678586205154082 -0.00082339696145855871 0.00054338933235412038 -0.00031434474935015705 0.00035752121468833701 -0.00043675352509442309 7.2969928812234263e-05 -0.00040856971135374377
leaf_weight=0.0010160273030410489 0.0011937765203757777 0.0010179953548298997 0.0010727600334789486 0.0010799276540371246 0.0013802192676747418 0.0019825367686984174 0.0016439222459778782 0.0010005704080348382 0.0012360461733152896 0.0010144779205928844
leaf_count=612 318 318 199 775 344 126 498 178 432 110
internal_value=0 6.15504e-05 2.20065e-05 -2.5337e-05 -0.000162359 4.71842e-05 0.000213603 5.69994e-05 0.000321141 -0.000622465
internal_weight=0 0.0126222 0.0116042 0.0105315 0.00669321 0.0045988 0.00383827 0.00264449 0.00261627 0.00209441
internal_count=3910 3298 2980 2781 1787 902 994 676 776 885
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=10
num_cat=0
split_feature=11 43 2 42 52 16 1 0 4
split_gain=1.96854e-05 3.46733e-05 5.24104e-05 3.54268e-05 3.23371e-05 3.88169e-05 7.00042e-05 6.90691e-05 8.46524e-05
threshold=0.079700000000000007 -0.049504999999999987 0.093815000000000009 0.085195000000000007 0.10701500000000001 0.050115000000000007 0.11215000000000001 -0.23029999999999998 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 -9
right_child=-2 4 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.012717670347342697 -0.013158611677240304 0.027014879684931409 0.02478170462017705 0.011609845089359683 0.012124900785421229 -0.022894081423484782 -0.023689342907636569 0.015545011667415277 -0.02494529784614696
leaf_weight=0.0011363600574306688 0.0010405531509841632 0.001019533807759045 0.0013402180430964333 0.0012649178813779768 0.0011394707447784517 0.001129043714738192 0.0010974910315254844 0.0010278693396539606 0.0010375429037898999
leaf_count=648 254 94 559 536 302 255 179 787 296
internal_value=0 0.00128078 0.00893935 9.73015e-05 -0.00316113 -0.00644044 -0.00199879 0.00571777 -0.00479496
internal_weight=0 0.0101924 0.0037415 0.00240128 0.00645095 0.00531148 0.00418244 0.00308495 0.00206541
internal_count=3910 3656 1743 1184 1913 1611 1356 1177 1083
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=9
num_cat=0
split_feature=4 42 15 3 16 0 3 15
split_gain=2.0322e-05 3.59133e-05 5.73226e-05 5.25119e-05 4.69699e-05 5.66105e-05 3.46067e-05 2.49684e-05
threshold=0.27608500000000008 0.086825000000000013 0.079360000000000014 -0.10628499999999998 -0.094359999999999986 -0.10131499999999999 0.10666500000000002 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -2
right_child=7 -3 -4 4 5 6 -8 -9
leaf_value=0.023854381879150999 -0.0017946949885133253 -0.013942962328452796 -0.02081401771617598 -0.015946838555951207 0.020608360876050419 -0.017875141158490673 0.0082359822628527962 0.0199274955521332
leaf_weight=0.0011787351940011686 0.0010882114367285673 0.0019996930920284711 0.0010106424380009757 0.0012997670369421501 0.0015540214224474252 0.0010098695005741195 0.0010205294423048855 0.0010300117912214264
leaf_count=212 209 1249 799 254 202 681 72 232
internal_value=0 -0.00211027 0.00123483 0.0049102 0.000338267 0.0062435 -0.00475104 0.00876798
internal_weight=0 0.00907326 0.00707357 0.00606292 0.00488419 0.00358442 0.0020304 0.00211822
internal_count=3910 3469 2220 1421 1209 955 753 441
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=9
num_cat=0
split_feature=151 4 52 13 0 1 3 2
split_gain=2.06038e-05 5.85339e-05 5.33171e-05 4.55153e-05 6.46556e-05 3.71388e-05 5.35214e-05 4.39888e-05
threshold=-0.084764999999999993 0.28937500000000005 0.11401500000000002 -0.083514999999999992 -0.084074999999999997 0.11215000000000001 -0.078669999999999976 0.087995000000000004
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=-0.011490652929701559 -0.0045226156931746087 0.018581150654152771 -0.022543285962207612 -0.016459642259875711 0.02963532020474003 -0.019682044172088204 -0.0063706605748618181 0.020908970859563017
leaf_weight=0.0013786682785024108 0.0010748193418917661 0.0016756946359937014 0.0010884043372530574 0.001203255981295951 0.0011439100259910961 0.0011749222957603608 0.0010260064565438141 0.0013945230345215446
leaf_count=406 520 375 550 1087 195 151 219 407
internal_value=0 0.00156733 -0.00194988 0.00124416 0.0130882 -0.00423204 0.000777237 0.00934577
internal_weight=0 0.00978154 0.00810584 0.00701744 0.00221873 0.00479871 0.00362379 0.00242053
internal_count=3910 3504 3129 2579 715 1864 1713 626
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=9
num_cat=0
split_feature=484 159 15 15 12 0 2 2
split_gain=0.00011735 4.21539e-05 6.5914e-05 9.16951e-05 9.34689e-05 0.000106239 8.8845e-05 6.54356e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 0.092365000000000017 -0.19631499999999999 0.10113500000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -4
right_child=1 -3 6 -5 -6 -7 -8 -9
leaf_value=-0.00063640516557169767 -0.00025836796045962585 0.00034076702953479048 -0.00029074027547557811 0.00060966050859982224 -0.00045980849832548583 0.00049159733902726446 -0.00049481125840813728 0.00032569186051800442
leaf_weight=0.0010515073140580722 0.0012148782403761948 0.001622351462795134 0.0011726244214848936 0.0012608794690037468 0.0011852751972382201 0.0018054320148963904 0.0019190115364002888 0.0015206137722803773
leaf_count=627 94 522 492 285 237 485 296 872
internal_value=0 4.74304e-05 2.12591e-07 0.000145866 6.81483e-06 0.000189934 -0.000172416 5.72999e-05
internal_weight=0 0.0117011 0.0100787 0.00546646 0.00420559 0.00302031 0.00461225 0.00269324
internal_count=3910 3283 2761 1101 816 579 1660 1364
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=11
num_cat=0
split_feature=484 15 151 160 12 13 47 12 49 0
split_gain=0.00022256 6.29735e-05 8.25778e-05 6.53438e-05 9.71381e-05 0.000143621 0.000125486 0.000112751 7.93229e-05 9.48247e-05
threshold=-0.0043499999999999988 -0.26361999999999991 -0.086249999999999979 -0.082109999999999975 -0.023959999999999995 -0.083514999999999992 0.10843500000000002 0.095295000000000019 -0.045004999999999996 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 8 -6 -7 -10
right_child=1 2 3 4 5 6 -8 -9 9 -11
leaf_value=-0.0008852239184140027 0.00047147752000742252 0.00051860785658979446 -0.00051203389797704999 -0.00043510739964041636 0.00083565444820176294 0.0001010216656244392 0.00052879830190189923 -7.4518452334878042e-06 -0.00010798765484135439 -0.000886673035204238
leaf_weight=0.0010235744963436469 0.0013160392374737982 0.0011384039230126321 0.0010083581710636875 0.001536323664515349 0.0014790133685919854 0.0015646905325722247 0.001016247852351675 0.0010377288850795252 0.0013098402342383276 0.0011114304800665547
leaf_count=612 278 282 500 251 399 156 71 73 943 345
internal_value=0 6.57318e-05 1.80639e-05 -3.85579e-05 1.41664e-05 0.000105965 -8.62547e-05 0.000488016 -0.000243067 -0.000465426
internal_weight=0 0.0125181 0.011202 0.0100636 0.00905528 0.00751895 0.00500221 0.00251674 0.00398596 0.00242127
internal_count=3910 3298 3020 2738 2238 1987 1515 472 1444 1288
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=8
num_cat=0
split_feature=1 42 160 49 43 52 0
split_gain=2.33359e-05 3.85388e-05 5.62123e-05 9.2682e-05 3.89548e-05 3.82517e-05 7.23601e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.00064499999999999985 -0.083899999999999988 0.083750000000000005 -0.13027499999999997
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=-0.025582608066962709 0.010509955208690041 -0.018517508127736119 0.017540859898183589 0.018560456163059468 0.024303036237552811 -0.015633027538732757 -0.0093927047279116337
leaf_weight=0.0014838940806053353 0.001762550199397612 0.0012318810239781786 0.0015589199534345394 0.0011999901531196755 0.0011176572993703835 0.0013549251747034859 0.0014828595889120986
leaf_count=473 331 706 412 438 101 650 799
internal_value=0 -0.00202577 0.000452304 -0.0035601 0.00277866 -0.00200918 0.00508914
internal_weight=0 0.00943013 0.00819825 0.00663933 0.00515543 0.00395544 0.00260052
internal_count=3910 3579 2873 2461 1988 1550 900
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 16 43 4 15 4
split_gain=0.000244831 9.4957e-05 0.000147845 9.27241e-05 0.000151707 6.68215e-05 5.82388e-05 7.66583e-05 4.38329e-05 4.7981e-06
threshold=-0.0043499999999999988 -0.27466499999999994 -0.091329999999999981 -0.03231499999999999 -0.00072999999999999985 -0.23935499999999996 0.070805000000000021 -0.060264999999999992 -0.15202999999999997 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 -5 -6 -7
right_child=1 2 3 6 5 9 -8 -9 -10 -11
leaf_value=-0.00092624262603382545 -0.00050048049591597645 0.00073745608711364729 0.00090877914606663141 -0.00057104442703347351 0.0005362758016828925 -0.00029585925808843239 0.00016906087754566202 3.2153377796956461e-05 1.0814950933153966e-05 -0.00010465545293996199
leaf_weight=0.0010162961218455292 0.0010155553847059498 0.0013391613165849381 0.0010003513242453259 0.0018119514186079519 0.0012612058230175478 0.0010075332880726449 0.0014635488618154127 0.0014649106386739159 0.0011827137577846802 0.0010108184406369706
leaf_count=612 379 285 268 1041 223 200 181 354 185 182
internal_value=0 7.43366e-05 0.000124913 4.45156e-05 0.000218644 6.39292e-05 -0.000156141 -0.000301387 0.000281984 -0.000200102
internal_weight=0 0.0125578 0.0115422 0.010203 0.00546262 0.00446227 0.00474041 0.00327686 0.00244392 0.00201835
internal_count=3910 3298 2919 2634 1058 790 1576 1395 408 382
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=8
num_cat=0
split_feature=49 151 4 16 0 52 1
split_gain=2.18361e-05 4.97407e-05 4.95597e-05 0.00010273 7.36505e-05 7.32094e-05 4.9689e-05
threshold=-0.081274999999999986 -0.083274999999999988 0.17888000000000001 -0.094359999999999986 -0.10071499999999999 0.083750000000000005 0.11198000000000001
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=0.010305934991280295 -0.02294770234536115 -0.031162358499694145 -0.0038992651287743669 0.024821152077996719 -0.018142243927118561 0.0098048747724941068 0.024798642991098914
leaf_weight=0.0017235030394502785 0.0010064919736895587 0.0011531478643372348 0.0010552504411518587 0.0010982059493135207 0.0019374535730025733 0.0018158100844219336 0.0014088314303403668
leaf_count=319 362 412 162 183 1280 880 312
internal_value=0 -0.00193097 0.000566837 -0.00433367 0.00204325 -0.00462157 0.0125087
internal_weight=0 0.00947519 0.0084687 0.00600462 0.00485147 0.00375326 0.00246408
internal_count=3910 3591 3229 2755 2343 2160 474
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=8
num_cat=0
split_feature=39 13 48 51 0 3 0
split_gain=2.25533e-05 4.8928e-05 7.28835e-05 5.95818e-05 7.12451e-05 6.72656e-05 5.74698e-05
threshold=0.005105000000000001 -0.23438999999999996 0.11379500000000002 0.085845000000000019 -0.17106499999999999 -0.074234999999999982 -0.06402999999999999
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=0.016832624673899198 0.0098982637352285491 0.026266609633932944 -0.029822350399319842 -0.022706716408240634 -0.0095342452380623392 -0.020928687625115419 0.016289512073592544
leaf_weight=0.0011922739695757129 0.0018943435699220806 0.0010545937839499531 0.0010223134823177616 0.0010935356751527545 0.0015295761341306167 0.0013981740769550182 0.0019739422781911405
leaf_count=170 459 129 121 378 1852 516 285
internal_value=0 -0.0020767 -0.00486966 -0.0012512 0.00268789 -0.00238504 0.0050153
internal_weight=0 0.00926441 0.00807214 0.00704982 0.00595629 0.00490169 0.00350352
internal_count=3910 3451 3281 3160 2782 2653 2137
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=8
num_cat=0
split_feature=1 4 151 1 2 3 16
split_gain=2.14106e-05 4.74175e-05 3.05288e-05 4.77444e-05 4.75955e-05 6.23281e-05 5.78113e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 0.12864500000000004 1.0000000180025095e-35 -0.010319999999999998 -0.091624999999999984
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=0.0036569225571649044 -0.011622192556970565 -0.020748879514679183 -0.012975740887570104 0.021745472954754329 0.026545765073506773 0.012440550488360977 -0.019476816307990686
leaf_weight=0.001844572043532573 0.0019273967544190416 0.0014004913939661711 0.0010641447439525796 0.0013934987684933037 0.0011891305486401377 0.0012855229954431002 0.0010160006742626296
leaf_count=422 775 1586 156 310 329 136 196
internal_value=0 -0.00687604 0.00277616 0.00523702 0.000991124 0.00795568 -0.00164927
internal_weight=0 0.00324506 0.00787569 0.00681155 0.00541805 0.00349065 0.00230152
internal_count=3910 2008 1902 1746 1436 661 332
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=9
num_cat=0
split_feature=11 43 15 0 4 1 2 13
split_gain=2.25859e-05 4.05054e-05 5.09504e-05 8.81782e-05 3.04633e-05 3.38507e-05 4.03631e-05 7.64794e-06
threshold=0.079700000000000007 -0.044024999999999988 -0.053579999999999996 -0.017269999999999997 0.40812500000000007 0.095575000000000007 0.089910000000000004 -0.123625
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=0.023720337034023826 -0.014147406476374261 -0.021743821644376545 -0.018647321982717024 0.021678650978453742 -0.018075560684666491 0.010072637838143252 -0.0044537311725393741 0.0077071559738090423
leaf_weight=0.0015270952327740422 0.0010289662228425084 0.0011291633065485065 0.0011784788211276027 0.0010043691124976507 0.0011622368635292321 0.0019909385414478434 0.0010119055476606187 0.0010576953136728572
leaf_count=823 254 875 829 115 187 323 55 449
internal_value=0 0.00140727 0.00970934 -9.25885e-05 -0.00344168 -0.000164413 -0.00653604 0.00176124
internal_weight=0 0.0100619 0.00370994 0.00218285 0.00635194 0.0051897 0.00319876 0.0020696
internal_count=3910 3656 1767 944 1889 1702 1379 504
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=8
num_cat=0
split_feature=49 3 3 12 49 47 2
split_gain=2.09174e-05 0.000100352 5.29145e-05 0.000103299 4.72716e-05 4.67625e-05 8.09321e-05
threshold=-0.029304999999999998 -0.08348499999999999 -0.078669999999999976 0.091555000000000011 1.0000000180025095e-35 0.09252500000000001 0.105395
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4
right_child=2 -3 4 -5 -6 -7 -8
leaf_value=0.032826077364140366 0.0036198393960645901 -0.0061823811692027705 0.027892817662744221 -0.035023995996548221 -0.012622181216825122 -0.0096238495797597023 -0.0066196931765657198
leaf_weight=0.0010047639437085827 0.0015354220504598354 0.0019191472404186363 0.0018508504403921405 0.0012588547827658936 0.0013961171291733236 0.0010222214338177372 0.001073592854471732
leaf_count=180 1383 379 559 564 449 144 252
internal_value=0 0.00722237 -0.00263895 -0.0137897 0.00319287 0.00878739 0.0152229
internal_weight=0 0.00292391 0.00813706 0.00279428 0.00534278 0.00394666 0.00292444
internal_count=3910 559 3351 1947 1404 955 811
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=10
num_cat=0
split_feature=484 4 4 1 4 12 2 3 4
split_gain=0.00011533 6.73605e-05 8.4101e-05 8.13386e-05 8.3525e-05 8.81743e-05 9.19432e-05 0.000125885 3.27049e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 -6 -8 -4
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00063566227000413672 -0.00044067964045976207 0.00049245487696769543 -0.00057380142864067751 0.00055132856580788548 -0.00046505405454779142 0.00048373680300121372 0.00049341244856895188 -0.00036067636291461453 -7.9405569489933594e-05
leaf_weight=0.0010549655613626982 0.0010185046113678981 0.0016617460755351402 0.0010434712982378847 0.0013509627760186988 0.0017690449153687981 0.0011853718576182309 0.0014809538641826765 0.0012019798134446321 0.0010146392901169213
leaf_count=627 151 180 1157 629 296 96 211 135 428
internal_value=0 4.11808e-05 8.70128e-05 1.25368e-05 0.000113436 8.49723e-06 -0.000118039 0.000110773 -0.000330066
internal_weight=0 0.0117267 0.0107082 0.00904642 0.00698831 0.00563735 0.00445198 0.00268293 0.00205811
internal_count=3910 3283 3132 2952 1367 738 642 346 1585
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=11
num_cat=0
split_feature=484 4 4 1 4 4 12 15 47 4
split_gain=0.000128957 7.04011e-05 7.59096e-05 7.45738e-05 8.18671e-05 8.72984e-05 5.85961e-05 8.41261e-05 0.000108986 3.76229e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.0025899999999999994 0.044585000000000007 0.10333000000000002 -0.14676499999999995 0.09252500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 -5 -6 7 -7 -9 -4
right_child=1 2 3 4 5 6 -8 8 -10 -11
leaf_value=-0.00067093059878814106 -0.00044383521615275824 0.00048213996239419068 -0.00056109473698612701 0.00054938149691194469 -0.0004531822494736846 0.00045252308859248597 0.00052351234059662161 0.00022070102270772674 -0.00066122096811110551 -3.3211220622470811e-05
leaf_weight=0.0010456185778354487 0.0010224594083556018 0.0016452663614069931 0.0010569927733990129 0.0013787390808135845 0.0011983875448871081 0.0010911692397107394 0.001152899131603588 0.0010887698812268743 0.0010663692358778426 0.0010199925958717763
leaf_count=627 151 180 1157 629 168 270 85 119 96 428
internal_value=0 4.77249e-05 9.47031e-05 2.42939e-05 0.000121395 1.59774e-05 0.000143781 8.92281e-06 -0.000215677 -0.000301855
internal_weight=0 0.011721 0.0106986 0.00905332 0.00697633 0.0055976 0.00439921 0.00324631 0.00215514 0.00207699
internal_count=3910 3283 3132 2952 1367 738 570 485 215 1585
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=8
num_cat=0
split_feature=1 4 0 47 4 1 1
split_gain=2.35578e-05 3.9634e-05 3.06458e-05 5.3535e-05 7.87333e-05 9.98669e-05 5.22212e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.017269999999999997 0.11603500000000001 0.24280000000000004 0.11215000000000001 0.094485000000000013
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=0.0023922649648785875 -0.0053876917078982114 -0.019966761642305556 0.018087062642417297 -0.020940989613546037 0.020960142218450717 -0.030326659045075574 0.022544522829371548
leaf_weight=0.0018416275843179441 0.0016680922982555127 0.00139206458109397 0.0011375261615200333 0.0010052942702615496 0.0018622919507053849 0.0010533087056054549 0.0011178687571287886
leaf_count=422 611 1586 336 153 336 171 295
internal_value=0 -0.00723302 0.00291009 0.000335979 0.00408752 -0.00409679 0.00582013
internal_weight=0 0.00323369 0.00784438 0.00670686 0.00570156 0.00383927 0.00278596
internal_count=3910 2008 1902 1566 1413 1077 906
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=9
num_cat=0
split_feature=1 52 15 0 4 16 52 2
split_gain=2.145e-05 4.45875e-05 4.37063e-05 3.31165e-05 5.25001e-05 5.96428e-05 3.21942e-05 6.48308e-05
threshold=0.11235500000000002 -0.014099999999999998 -0.13578499999999996 -0.23029999999999998 -0.0021099999999999995 -0.27337499999999998 -0.088354999999999989 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 -5 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=0.011929326516600988 0.02348345692400618 -0.016353752972621809 0.011533890473470724 -0.013140815049409008 -0.0019167092204396626 -0.033975876515573204 0.024663325580267674 -0.0055416181192633404
leaf_weight=0.0012536699985108424 0.0010694848214166976 0.0010407658510216485 0.001221607206583378 0.001167806264351901 0.0011663549253663349 0.0011549063381839186 0.0011790661475848509 0.0017884824152193243
leaf_count=122 251 232 148 560 228 563 1331 475
internal_value=0 0.00665834 -0.00129534 -0.00294365 -0.00583151 -0.0178672 0.00092439 0.00645941
internal_weight=0 0.00333186 0.00226237 0.00771029 0.00645662 0.00232126 0.00413535 0.00296755
internal_count=3910 631 380 3279 3157 791 2366 1806
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=11
num_cat=0
split_feature=484 1 376 12 48 150 4 16 52 1
split_gain=0.000133094 6.90645e-05 6.48968e-05 8.37149e-05 9.70204e-05 7.587e-05 0.000113693 8.37569e-05 4.72827e-05 9.26852e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11028500000000001 0.086420000000000011 -0.032604999999999995 -0.0021449999999999998 -0.060039999999999989 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -10
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11
leaf_value=-0.00067062139972965426 -0.00057049887983399213 0.00053542581941700741 0.00047003554345703458 -0.0005069762846360024 -0.00054858339357650098 -0.00031902507200477607 0.00072672406587081574 0.00018349211279154699 -0.00010660595596889449 0.00068920879427091008
leaf_weight=0.0010773725941910705 0.0010463433591328024 0.0010259849164134449 0.001034438343456119 0.001185182184815633 0.001029964425415069 0.0014078244677302454 0.0012390202614527821 0.0015704899732804742 0.0012533671837006975 0.0010210118874625293
leaf_count=627 241 216 166 1089 114 280 274 410 419 74
internal_value=0 4.92892e-05 3.054e-06 -4.64747e-05 1.64997e-05 9.23136e-05 0.000184687 -0.00011347 0.00041854 0.00025065
internal_weight=0 0.0118136 0.0107876 0.0097532 0.00870686 0.0076769 0.00626907 0.00275567 0.0035134 0.00227438
internal_count=3910 3283 3067 2901 2660 2546 2266 1499 767 493
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=11
num_cat=0
split_feature=484 1 51 42 12 12 42 3 2 2
split_gain=0.000246165 7.69888e-05 7.31161e-05 7.41704e-05 8.36429e-05 7.28468e-05 0.00015915 0.000113323 0.000104555 0.00011639
threshold=-0.0043499999999999988 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.10058500000000002 0.085185000000000025 0.08401500000000002 0.11818000000000002 0.10217500000000002 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00092379438665283423 0.00048217916771862702 0.00058432666355624481 -0.00051551176307984038 0.00036241953996953409 -0.00043113934441354524 0.0009744379830092649 -4.4335603520204049e-05 -0.00051263491746448425 0.0006727772426791031 -0.00044491046477575875
leaf_weight=0.0010295477366011026 0.0012093427088365203 0.0010421503028132566 0.0010722973996866161 0.0013382925964796526 0.0012890167662530172 0.0010288020074206148 0.0013807628794227195 0.0013409284911909611 0.0010615956620102073 0.0014097826951334231
leaf_count=612 373 216 863 211 164 114 774 118 180 285
internal_value=0 7.47099e-05 2.69958e-05 -2.84871e-05 3.0528e-05 0.000109243 0.000390646 -2.24038e-05 0.000150148 -5.17466e-05
internal_weight=0 0.012173 0.0111308 0.00992148 0.00884918 0.00756016 0.00240956 0.0051506 0.00380967 0.00274808
internal_count=3910 3298 3082 2709 1846 1682 888 794 676 496
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 2
split_gain=1.96028e-05 3.78494e-05 4.81342e-05 6.0686e-05 6.12232e-05 5.87085e-05 7.28317e-05 4.81211e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.082150000000000015 -0.52908499999999992 0.10786000000000001 0.094010000000000024
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=-0.015752798363353932 -0.013270639582304625 -0.016534310606583901 -0.0077357532229695436 -0.015551894004335013 -0.012979193727494179 0.020118454787769375 0.035375984841147026 -0.0053428387276225411
leaf_weight=0.001145271926232855 0.0010187113156877392 0.0010655242323672843 0.0010415195060058452 0.0011030318470903093 0.0010080257690513071 0.001748867027611027 0.0016565485424764738 0.0012896896477646788
leaf_count=346 715 729 117 243 368 906 217 269
internal_value=0 0.00128672 0.00339823 0.00619309 0.0097493 0.0137431 0.0185078 0.00931162
internal_weight=0 0.0100585 0.00899295 0.00784768 0.00674465 0.00573662 0.00469511 0.00303856
internal_count=3910 3195 2466 2120 1877 1509 1392 1175
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 1 0 1
split_gain=1.87626e-05 3.40043e-05 5.04328e-05 4.34811e-05 6.08232e-05 4.58784e-05 4.24304e-05 3.36307e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094485000000000013 -0.0071449999999999994 0.10982000000000001 -0.040094999999999992 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6 -7
right_child=-2 2 3 5 6 7 -8 -9
leaf_value=-0.01223709261758971 -0.011901897668250821 0.024066443603364126 -0.023630080467746131 0.02620452921123731 0.01649586974496307 -0.0092884707903105167 -0.011615421356557375 0.013219288800842915
leaf_weight=0.0015441680207212522 0.0011904645729688404 0.0010811431611827665 0.0013588202938768397 0.0010463566693368551 0.0011508100981163698 0.0013865592216971792 0.0010065456866338869 0.0012736450121805334
leaf_count=394 279 117 1033 325 1237 218 102 205
internal_value=0 0.00138943 0.00392339 0.000908254 -0.00705791 0.00846525 0.00338014 0.00148773
internal_weight=0 0.00984805 0.00830388 0.00722274 0.00351618 0.00370656 0.00215736 0.0026602
internal_count=3910 3631 3237 3120 2372 748 1339 423
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=9
num_cat=0
split_feature=49 3 42 47 13 13 3 16
split_gain=1.98121e-05 8.1317e-05 5.44727e-05 3.91807e-05 6.84948e-05 4.70101e-05 2.73413e-05 2.37198e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093125000000000013 0.10783500000000001 0.0099250000000000015 -0.13934999999999997 0.092005000000000017 -0.018539999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.024166784669506697 -0.012558057469911369 -0.0092095448723361079 -0.022590346186263821 0.018314139963144873 -0.025847963589748113 0.024230915730858071 -0.0046736185499913121 0.0040948926918703407
leaf_weight=0.001420728208068665 0.0014410876534185031 0.0015013735659105307 0.001165421453850124 0.0010760931602815382 0.0010304974392358508 0.0012680745736970553 0.0010178953190334468 0.0010860459320064953
leaf_count=350 184 209 711 162 483 1065 119 627
internal_value=0 0.00701805 -0.00258951 0.000779051 -0.00245002 0.00255954 0.0090203 0.0149414
internal_weight=0 0.0029221 0.00808512 0.00691969 0.0058436 0.0048131 0.00337202 0.00235412
internal_count=3910 559 3351 2640 2478 1995 1811 1692
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=11
num_cat=0
split_feature=484 4 4 1 0 2 0 12 3 2
split_gain=0.000116988 8.42452e-05 7.31656e-05 6.00207e-05 8.52243e-05 6.88064e-05 0.00014968 8.78262e-05 8.91949e-05 6.63607e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 0.087995000000000004 -0.15517999999999996 0.10333000000000002 -1.0000000180025095e-35 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 9 8 -5 -7
right_child=1 2 3 5 -6 6 -8 -9 -10 -11
leaf_value=-0.0006390436643771973 -0.00048684786607640422 0.00047200647997542732 -0.00067664940444757079 -0.00062099350645846113 0.00011172254628187175 0.00035693387102036671 0.00086300040292477248 0.00038128995520043013 0.00012824810484628337 -0.00032262818526371012
leaf_weight=0.0010506199282167205 0.0010489496176588507 0.0016740194367438786 0.0010061442705219139 0.0013540300250975169 0.0011074402424160715 0.0010746080697261948 0.0012202996572583651 0.0011093833904252497 0.0011130317109584566 0.0011370540785721724
leaf_count=627 151 180 810 596 775 95 340 100 124 112
internal_value=0 4.36576e-05 9.5202e-05 2.60528e-05 -0.000263572 0.000113397 0.000311728 -7.69208e-05 -0.000282968 7.55917e-06
internal_weight=0 0.011845 0.010796 0.00912199 0.00211358 0.00700841 0.00343196 0.00357645 0.00246706 0.00221166
internal_count=3910 3283 3132 2952 1585 1367 547 820 720 207
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=10
num_cat=0
split_feature=15 151 2 1 43 2 13 3 16
split_gain=1.92914e-05 3.18787e-05 3.45689e-05 5.56771e-05 6.42833e-05 5.56166e-05 5.2282e-05 3.6765e-05 1.27838e-05
threshold=-0.24219999999999997 -0.086249999999999979 0.086650000000000019 0.095575000000000007 -0.075819999999999985 0.093070000000000014 -0.0016149999999999999 0.045635000000000002 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 8 -8 -7
right_child=1 2 5 4 -6 6 7 -9 -10
leaf_value=0.011130749495631557 0.015184228293930905 -0.027949880196803962 0.022038102795202349 -0.019505636993824918 0.01542421148345809 4.7716117370016482e-06 -0.0011351215178765784 -0.027108149457541739 0.01591694637621607
leaf_weight=0.0013543959843234721 0.0010113632774345236 0.0012759391908976261 0.0010537943006442823 0.0010213627280116306 0.0010882449918294488 0.0010127464424352244 0.0010677707252268803 0.0011131348940470204 0.0010068431947160019
leaf_count=317 336 1078 689 154 187 496 337 143 173
internal_value=0 -0.00161382 -0.00358017 -0.0114603 -0.00148701 0.0014973 -0.00365585 -0.0143918 0.0079376
internal_weight=0 0.0096512 0.00863984 0.00338555 0.00210961 0.00525429 0.0042005 0.00218091 0.00201959
internal_count=3910 3593 3257 1419 341 1838 1149 480 669
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=12
num_cat=0
split_feature=484 41 150 123 133 2 3 3 43 3 1
split_gain=0.000190629 8.28455e-05 0.000119342 0.000136734 9.11306e-05 0.000120396 8.83423e-05 7.03341e-05 0.000118886 7.10716e-05 2.66794e-05
threshold=-0.0043499999999999988 0.078150000000000011 0.11398500000000002 0.084845000000000018 0.087895000000000015 0.11165000000000001 -0.12008499999999998 -0.078669999999999976 -0.074254999999999988 0.086245000000000016 0.11377000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9 -10 -7
right_child=1 -3 -4 -5 -6 10 7 8 9 -11 -12
leaf_value=-0.00080598517898204571 0.00092726348995408696 -0.0004741334928016844 -0.00048521366858216074 -0.00051201682579124443 -0.00030814089224577318 -0.00032993311827516345 -4.9367416523092191e-05 0.00098861570171287637 -0.00014305408304046791 0.00049852160598718841 0.00012108436377153381
leaf_weight=0.0010534446129026537 0.0011845036054726711 0.0010197339362273726 0.0011713471277278479 0.0010087744457740093 0.0010155683460312736 0.0010125461708966298 0.0013610013231209724 0.001180640148039357 0.0010947220544512927 0.0016865533537859106 0.001004499628042904
leaf_count=612 172 183 143 219 661 176 952 147 297 177 171
internal_value=0 6.19159e-05 0.000108556 0.000174488 0.00024708 0.000313227 0.000442961 0.00033519 0.000467294 0.000245995 -0.000105324
internal_weight=0 0.0127399 0.0117202 0.0105488 0.00954003 0.00852447 0.00650742 0.00532292 0.00396192 0.00278128 0.00201705
internal_count=3910 3298 3115 2972 2753 2092 1745 1573 621 474 347
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=10
num_cat=0
split_feature=484 42 484 150 42 43 51 16 4
split_gain=0.000111032 5.48329e-05 8.30657e-05 8.1344e-05 9.43419e-05 9.11473e-05 6.21234e-05 0.00011099 9.10034e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087270000000000014 0.11456000000000001 0.093125000000000013 -0.083899999999999988 0.08482000000000002 -0.0099649999999999982 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00060786364427836226 -0.00026964160177759102 0.00087480958874313459 -0.00042884775389012345 -0.00034076376702416196 -0.00022015114087409196 -0.0004462725290688406 0.00064987859322849421 0.00051068932063289029 0.00026156452248802999
leaf_weight=0.0010706184064804307 0.0017515646511243156 0.0010004391954080748 0.0010082923867198767 0.001085108395821841 0.0014662801523934168 0.0014766579438464033 0.0011099862719885344 0.0018170316504664452 0.0013248252765201203
leaf_count=627 987 247 337 124 576 352 164 336 160
internal_value=0 5.10587e-05 0.000105656 0.000163729 0.000230527 0.000328733 0.000233365 0.000133262 -0.000111535
internal_weight=0 0.0120402 0.0102886 0.00928033 0.00819522 0.00672894 0.0057285 0.00461851 0.00280148
internal_count=3910 3283 2296 1959 1835 1259 1012 848 512
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 12 4
split_gain=0.000104444 4.83188e-05 5.82252e-05 8.1863e-05 7.65363e-05 7.38101e-05 6.35351e-05 4.94385e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 -0.006494999999999999 0.089745000000000005 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -7
right_child=1 -3 5 -5 6 7 -8 -9
leaf_value=-0.00061300895542991884 0.00036885286677026816 0.00036907945169253268 -0.00058561878196617702 0.00058962000480601161 5.5778922236866532e-05 -0.00024937077473195291 -0.00057643118366422312 0.00023760829505606451
leaf_weight=0.001000655225143368 0.001407051896074409 0.0015536905900728265 0.0011930983509053682 0.0011869614614164522 0.0015016171524972338 0.0016613577008717179 0.0010306096693107427 0.0015486081520816189
leaf_count=627 180 522 206 285 371 215 265 1239
internal_value=0 4.84469e-05 -3.83012e-06 0.000138217 2.20298e-06 -0.000169208 -0.000201529 -1.44338e-05
internal_weight=0 0.011083 0.0095293 0.00512624 0.00393928 0.00440306 0.00253223 0.00320997
internal_count=3910 3283 2761 1101 816 1660 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=9
num_cat=0
split_feature=16 123 13 1 47 51 0 0
split_gain=1.82606e-05 4.06776e-05 4.65888e-05 4.69975e-05 6.01392e-05 8.54207e-05 5.31285e-05 3.63394e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.23438999999999996 1.0000000180025095e-35 0.09252500000000001 0.08955500000000001 -0.087899999999999992 -0.15517999999999996
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=0.017302921448604763 -0.011817500359165165 0.01967572609512664 -0.017514621674983327 0.010243521560880169 -0.021421894421734075 -0.018448688931147102 -0.0054049352771876292 0.03454911199746475
leaf_weight=0.0012133755581193147 0.0011785745836753814 0.001079175919872351 0.001880084546607869 0.0013771360204949371 0.0010108330487552776 0.0011343941404621544 0.0010863569388450587 0.0011116887126431732
leaf_count=175 380 317 1788 153 190 144 614 149
internal_value=0 0.00135048 -0.000893272 -0.00379819 0.000709888 0.00546011 0.0130463 0.0211002
internal_weight=0 0.00989304 0.00881387 0.00760049 0.00572041 0.00470958 0.00357518 0.00248882
internal_count=3910 3530 3213 3038 1250 1060 916 302
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 12 49 4
split_gain=0.000116997 5.66133e-05 6.81208e-05 9.89065e-05 8.14095e-05 0.000105942 6.99789e-05 7.03723e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 0.090715000000000018 -0.006494999999999999 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 -8
right_child=1 -3 6 -5 5 -7 7 -9
leaf_value=-0.00063149840031987521 0.00036632473849727723 0.00038699345788551951 -0.00057005754993655398 0.00062758799655205158 0.0001005936617344639 -0.00070899878916825621 -0.00030422466122842045 0.00026042080774337656
leaf_weight=0.0010538014136975962 0.0014837744893386835 0.0016521295234881153 0.0012727152541068586 0.0012556839903811691 0.0016308599057357658 0.0010040082765931026 0.0017537967021756613 0.0016441887068591994
leaf_count=627 180 522 206 285 387 249 215 1239
internal_value=0 5.06349e-05 -4.68681e-06 0.000145843 -1.03024e-06 -0.000207899 -0.000177894 -3.10087e-05
internal_weight=0 0.0116972 0.010045 0.00537433 0.00411864 0.00263487 0.0046707 0.00339799
internal_count=3910 3283 2761 1101 816 636 1660 1454
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=8
num_cat=0
split_feature=151 4 52 42 49 15 12
split_gain=1.85846e-05 5.75776e-05 4.28932e-05 5.09877e-05 5.53167e-05 9.01004e-05 4.75559e-05
threshold=-0.084129999999999996 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 -0.047894999999999993 -0.064869999999999983 0.091405000000000014
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=-0.010838742631861993 -0.018560929550374868 0.018496266703610566 -0.020374504279341295 0.022753368987763527 -0.023193939155089115 -0.0018590397464375659 0.022854625638495607
leaf_weight=0.0013951775239122834 0.0011256285303381693 0.001653724170723239 0.0010963950114411614 0.0013124553836453201 0.0012654599158822121 0.0018932326542171172 0.0013225533055851817
leaf_count=423 859 375 550 247 423 667 366
internal_value=0 0.00150734 -0.00199764 0.000914241 0.00469797 -0.000590044 0.00830493
internal_weight=0 0.00966945 0.00801572 0.00691933 0.0057937 0.00448125 0.00321579
internal_count=3910 3487 3112 2562 1703 1456 1033
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=8
num_cat=0
split_feature=16 16 160 1 2 13 0
split_gain=1.86283e-05 6.54491e-05 6.7577e-05 4.40495e-05 3.9558e-05 3.56341e-05 6.94499e-05
threshold=-0.055679999999999993 -0.008069999999999999 -0.063534999999999994 0.11561500000000001 0.096540000000000015 -0.084184999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 -1 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.015665108058090221 -0.026953381146295731 0.021682210476146414 -0.017426125696641769 0.018819737757306321 0.0043699420271267331 -0.0076941095203231476 0.024605428118016776
leaf_weight=0.0012143969546730173 0.0010247253049617553 0.001173562041950349 0.0016196356191770236 0.0014809495033730885 0.001713742961919208 0.0017151504175937277 0.0010879758112316133
leaf_count=544 507 392 525 326 422 244 950
internal_value=0 -0.0041415 0.00104514 0.00407767 -0.00622042 -0.00135658 0.00484229
internal_weight=0 0.00553167 0.00450694 0.00549847 0.00333338 0.00401752 0.00280313
internal_count=3910 1846 1339 2064 947 1738 1194
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=8
num_cat=0
split_feature=11 16 3 1 15 4 0
split_gain=1.78791e-05 3.2719e-05 4.5371e-05 4.12527e-05 4.86356e-05 4.26708e-05 4.07192e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094485000000000013 -0.0071449999999999994 0.053925000000000008 -0.040094999999999992
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=-0.011979559704766812 -0.0116644865523985 0.023042206022651182 -0.021642490590773111 0.018634620775293757 0.015394152585912757 -0.0028971009694280917 -0.012169725680540696
leaf_weight=0.0015489105612063502 0.0011809918572024689 0.00107277850688914 0.0013513923650916265 0.001932049008436617 0.0011509178510200795 0.0017577531098515551 0.0010030123235962194
leaf_count=394 279 117 1033 497 1237 251 102
internal_value=0 0.00135869 0.00385749 0.000997083 -0.00677155 0.00837731 0.00255859
internal_weight=0 0.00981681 0.0082679 0.00719512 0.00350532 0.0036898 0.00215393
internal_count=3910 3631 3237 3120 2372 748 1339
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=9
num_cat=0
split_feature=484 159 47 1 12 2 2 1
split_gain=0.000129048 3.75488e-05 6.55645e-05 5.63654e-05 7.68765e-05 7.12367e-05 9.9319e-05 2.86147e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11215000000000001 0.095775000000000013 0.10113500000000002 0.092175000000000021 0.085990000000000011
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=-0.0006691827764084519 -0.00019055316819525947 0.00033315093598904272 0.00034983315284054553 -0.00036094353821223418 -0.00044376474025009264 -0.00024173187747569521 0.00077117967960805883 0.00023893269606073484
leaf_weight=0.0010363554988482111 0.0010257604396067522 0.0015891228763781602 0.0017668877382886845 0.0019142379496242239 0.0011006662842088875 0.0014211819735030122 0.0010874298512888341 0.001424934800016305
leaf_count=627 887 522 193 293 504 273 193 418
internal_value=0 5.36817e-05 8.09022e-06 -6.76316e-05 2.50205e-05 0.000129062 0.000278002 5.91675e-05
internal_weight=0 0.0113302 0.0097411 0.00797421 0.00605997 0.00495931 0.00353813 0.0024507
internal_count=3910 3283 2761 2568 2275 1771 1498 1305
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=10
num_cat=0
split_feature=484 52 52 12 1 151 0 2 2
split_gain=0.000112411 3.73217e-05 8.28899e-05 4.22119e-05 6.25724e-05 4.80803e-05 7.80577e-05 4.71518e-05 9.30495e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.081429999999999989 0.11655500000000001 0.11561500000000001 -0.0088999999999999982 -0.15291499999999997 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9
right_child=1 2 3 -5 -6 6 7 8 -10
leaf_value=-0.00061696923172747866 -0.00029862162349304978 0.0004693367465294505 -0.00035087938130000666 -0.00035648911670676278 0.00042746428678133871 0.00053559006491234456 -0.00039000855197928239 0.00047167804342672809 -0.00030708522054594735
leaf_weight=0.001024061838379599 0.0010087652293417461 0.0018763574953324777 0.0013401525198396876 0.001038374712089985 0.001472576736831082 0.0010683319948856561 0.0011757975327630868 0.0012054325327030507 0.0011551537651658932
leaf_count=627 391 418 256 110 346 107 849 587 219
internal_value=0 6.13652e-05 9.6512e-05 1.37816e-05 6.56162e-05 -2.40156e-05 7.11146e-05 -6.92022e-05 9.059e-05
internal_weight=0 0.0113409 0.0103322 0.00845582 0.00741745 0.00594487 0.00460472 0.00353638 0.00236059
internal_count=3910 3283 2892 2474 2364 2018 1762 1655 806
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=8
num_cat=0
split_feature=4 16 48 1 0 1 16
split_gain=1.89185e-05 4.15604e-05 4.6271e-05 5.03098e-05 3.08881e-05 5.23935e-05 3.16668e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 0.085990000000000011 -0.15291499999999997 0.11235500000000002 -0.076589999999999978
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=-0.013158006327228453 0.014751531795507582 0.011790311100549032 -0.026333064076980984 0.012739119156902238 -0.014458543236307089 0.022170346152194154 -0.0026097619007430803
leaf_weight=0.0018490509113875423 0.0018226394918979629 0.0012546746476591476 0.0011228376113940641 0.0012622374852816038 0.0016451937166053281 0.0010057297620707465 0.0010584157248472862
leaf_count=1441 204 364 398 590 531 218 164
internal_value=0 -0.00419487 -0.00893166 -0.00265164 0.00409163 -0.00114628 0.00946404
internal_weight=0 0.0054888 0.00423413 0.00311129 0.00553198 0.00370934 0.00206415
internal_count=3910 2793 2429 2031 1117 913 382
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=10
num_cat=0
split_feature=484 1 150 42 42 3 15 1 1
split_gain=0.000128644 6.28932e-05 6.91515e-05 5.78033e-05 5.87241e-05 0.000132227 9.15365e-05 6.99691e-05 7.95638e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11398500000000002 -1.0000000180025095e-35 0.093125000000000013 -0.0026499999999999996 -0.021529999999999997 0.091310000000000016 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9
right_child=1 -3 -4 4 -6 7 -8 8 -10
leaf_value=-0.00065983113327094641 -0.00034328589346453546 0.0005177561424947537 -0.00048221172192886968 0.00085826796705389173 -0.00024895458963619465 0.00023190893060183644 0.00018781280731335395 -0.00066012310645081472 9.7071269731674204e-05
leaf_weight=0.0010615466379727745 0.0012030599790937265 0.0010217359036150441 0.0010005676330734443 0.0014126700026089413 0.0014156086506403537 0.0018168964581413479 0.001756236477565112 0.0010961200153493666 0.0010395093227382191
leaf_count=627 945 216 138 426 572 136 633 103 114
internal_value=0 5.28879e-05 8.66601e-06 5.90922e-05 0.000115796 0.000188302 0.000486696 -5.09328e-05 -0.000291562
internal_weight=0 0.0117624 0.0107407 0.0097401 0.00853704 0.00712143 0.00316891 0.00395253 0.00213563
internal_count=3910 3283 3067 2929 1984 1412 1059 353 217
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=8
num_cat=0
split_feature=160 133 42 15 15 16 1
split_gain=1.77727e-05 3.81254e-05 5.1925e-05 5.88907e-05 8.58797e-05 9.83029e-05 5.9286e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 0.11368000000000002
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=-0.01200913214958972 0.0092935467095158295 -0.016059780805172383 0.016216899750738336 -0.025375776652160398 0.019740417307815509 -0.031156493847416207 0.021292034076728715
leaf_weight=0.0010658785176435159 0.0017222255229662224 0.0015541793124181566 0.0017573042898134539 0.0010079974917978326 0.0016554816782413536 0.0011907887744776482 0.0010725626904376055
leaf_count=227 498 1198 708 544 307 262 166
internal_value=0 -0.00176529 0.00110131 -0.00333119 0.00112662 -0.00812922 0.0046935
internal_weight=0 0.00930419 0.00775001 0.00599271 0.00498471 0.00332923 0.00213844
internal_count=3910 3412 2214 1506 962 655 393
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=8
num_cat=0
split_feature=39 42 2 457 49 12 12
split_gain=1.77716e-05 5.84349e-05 5.3373e-05 6.02604e-05 0.000149943 6.90303e-05 2.45753e-05
threshold=0.005105000000000001 0.091955000000000023 0.11542500000000001 0.041935000000000007 -1.0000000180025095e-35 0.093125000000000013 0.080120000000000011
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=-0.041009200556641721 0.0089200248115300033 -0.022073472302148872 0.019412353306901428 0.017406421885498274 0.0002583545735995417 0.020486547835367245 -0.018318354754346629
leaf_weight=0.0010445792903120404 0.0018439557409148421 0.0012347961738417542 0.0013514807102559109 0.0012432936392821926 0.0017857314929897795 0.001299116308174501 0.0011844979016991987
leaf_count=341 459 669 299 226 277 435 1204
internal_value=0 -0.00184166 0.00131716 -0.00241236 -0.00704934 0.00125961 -0.00714985
internal_weight=0 0.0091435 0.0079087 0.00655722 0.00531392 0.00426935 0.00297023
internal_count=3910 3451 2782 2483 2257 1916 1481
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=8
num_cat=0
split_feature=49 12 42 15 4 52 1
split_gain=1.89416e-05 6.85827e-05 4.61472e-05 4.23086e-05 3.89445e-05 5.50727e-05 3.21372e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.19153499999999998 -0.0053799999999999985 0.071660000000000015 0.10786000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=-0.0049490029455261583 -0.015087311841383448 0.026943011494978637 -0.020549118122597184 -0.016160895938404692 0.0034116578225374637 0.0099812067729447042 0.027331899924695126
leaf_weight=0.0018123474638315792 0.0013671184682284895 0.0010738168554492787 0.0012075621025373004 0.001538050104325481 0.0011942738862683999 0.0016927669595956795 0.0010603420762130243
leaf_count=370 301 189 756 993 490 713 98
internal_value=0 0.00691664 -0.00252419 0.000652175 0.00457488 -0.0024639 0.0146613
internal_weight=0 0.00288616 0.00806011 0.00685255 0.00548543 0.00323082 0.00225462
internal_count=3910 559 3351 2595 2294 1706 588
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 12 4
split_gain=0.000142493 6.44751e-05 8.52839e-05 0.000106185 9.95548e-05 9.28431e-05 0.000116572 5.72469e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.006494999999999999 -0.029304999999999998 0.090715000000000018 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 -6
right_child=1 -3 4 -5 7 6 -8 -9
leaf_value=-0.00068925362486303536 0.00041099947314031442 0.00041832617035195938 -0.0006671733163405787 0.00066841921707064364 -0.00029161332979641129 0.00011879506472032454 -0.00072881939218463613 0.00021384865631158509
leaf_weight=0.0010680789928065567 0.0014759700762430224 0.0016484659105922847 0.0012487747447818246 0.0012540252323447439 0.0016113225501952879 0.0016450211114570953 0.001004886458505239 0.0018511183549417705
leaf_count=627 180 522 206 285 178 387 249 1276
internal_value=0 5.88011e-05 6.97633e-08 0.000168753 -0.000192556 1.68843e-05 -0.000202634 -2.13791e-05
internal_weight=0 0.0117396 0.0100911 0.0053799 0.00471122 0.00412588 0.00264991 0.00346244
internal_count=3910 3283 2761 1101 1660 816 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=9
num_cat=0
split_feature=484 159 15 2 15 12 0 2
split_gain=0.000126865 8.12392e-05 6.52754e-05 8.79443e-05 8.23292e-05 8.94268e-05 9.64072e-05 6.92414e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 0.10113500000000002 -0.075094999999999981 0.092365000000000017 -0.19631499999999999 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 6 -2 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00064661139470284274 -0.00023723427021885327 0.00046013580271363067 -0.00030503058974226915 -0.00049390052699831372 0.00057966429380787064 -0.00044835860849359898 0.00047556566919635491 0.00032441917305329061
leaf_weight=0.0010671467918893221 0.0012269841083585305 0.001669530664899597 0.001188796492765278 0.001954958854904851 0.0012555537568028829 0.0011875374283197371 0.0017993099809505563 0.0015452743587212859
leaf_count=627 94 522 492 296 285 237 485 872
internal_value=0 5.92933e-05 -6.58503e-06 -0.000176339 0.000138949 7.63314e-06 0.000186567 5.07292e-05
internal_weight=0 0.0118279 0.0101584 0.00468903 0.00546939 0.00421383 0.00302629 0.00273407
internal_count=3910 3283 2761 1660 1101 816 579 1364
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=9
num_cat=0
split_feature=50 15 47 52 1 1 4 13
split_gain=1.78709e-05 3.36819e-05 3.5564e-05 8.25835e-05 5.27969e-05 9.66823e-05 7.50587e-05 3.22232e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 -0.092854999999999979 0.11113500000000003 0.076710000000000014 0.0057500000000000008 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.018382937795549555 -0.012693793391671468 -0.023447822391366228 -0.013372827905752683 0.011386615879825729 -0.013418475681272865 0.010221711343318743 0.045415381869025058 -0.011493128068474035
leaf_weight=0.001029305078502781 0.0010120695142648789 0.0010525078497737013 0.0017792455396455926 0.0010188986714333003 0.0010592369840980035 0.0014201551062764778 0.0010570611423865728 0.001554966856807278
leaf_count=278 715 554 313 68 157 385 121 1319
internal_value=0 0.00125252 -0.000719328 0.0024238 0.00688021 0.0111369 0.0252393 -0.00243588
internal_weight=0 0.00997138 0.00894207 0.00716283 0.00611032 0.00505108 0.00247722 0.00257387
internal_count=3910 3195 2917 2604 2050 1893 506 1387
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=10
num_cat=0
split_feature=484 159 15 15 12 0 13 49 0
split_gain=0.000119271 6.4503e-05 7.47954e-05 9.42448e-05 8.70351e-05 0.000100641 7.38437e-05 8.75625e-05 6.4238e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 0.092365000000000017 -0.19631499999999999 0.11596500000000001 -1.0000000180025095e-35 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -4 -9
right_child=1 -3 6 -5 -6 -7 -8 8 -10
leaf_value=-0.0006470358373401792 -0.00025355119521887278 0.00040582778427074897 -0.00082549843314632179 0.00060732260650176329 -0.00045055299784509025 0.00047401088760173687 0.00021682956955811685 0.00014601526601527498 -0.00048909448189543114
leaf_weight=0.0010318156180389925 0.0012315203917717674 0.0016650108253543341 0.0010066973995124613 0.0012967528578814013 0.0011741015919030035 0.0017983785985931768 0.0012549522206908026 0.001361572123861312 0.001112619253009782
leaf_count=627 94 522 204 285 237 485 123 1187 146
internal_value=0 4.79074e-05 -1.03093e-05 0.000145207 2.66474e-06 0.000178289 -0.000190944 -0.000337958 -0.000139587
internal_weight=0 0.0119016 0.0102366 0.00550075 0.004204 0.0030299 0.00473584 0.00348089 0.00247419
internal_count=3910 3283 2761 1101 816 579 1660 1537 1333
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=11
num_cat=0
split_feature=484 52 52 1 48 160 49 13 3 1
split_gain=0.000241787 7.99793e-05 0.000104385 0.000135186 0.000102993 7.19267e-05 8.51596e-05 0.000145592 8.13878e-05 7.04451e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.099595000000000017 0.085265000000000021 -1.0000000180025095e-35 0.089635000000000006 -0.083924999999999986 -0.075679999999999983 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 8 -7 -9
right_child=1 5 3 -5 -6 6 -8 9 -10 -11
leaf_value=-0.00092581761245670992 -0.00026499047771909502 -0.000494963365375679 0.00058189235534259756 0.00095704183447522444 -0.00029593879071709606 0.0007218794072281874 0.00053045789526912524 -4.4605029926235139e-05 -2.8878429786662633e-05 -0.00059371766057870589
leaf_weight=0.0010212265626110282 0.001026162288193396 0.0011841208245987065 0.0010228598299913084 0.0012577162850897885 0.0010326326759758642 0.00105790897904183 0.0010921810123449456 0.0018576337051387861 0.0011682012966391839 0.0017391877268701247
leaf_count=612 379 625 211 280 123 279 214 841 134 212
internal_value=0 6.66572e-05 0.000281461 0.000450707 0.00014089 -4.84292e-05 2.80338e-05 -6.62037e-05 0.000327902 -0.00031012
internal_weight=0 0.0124386 0.00433937 0.00331321 0.00205549 0.00809923 0.00691511 0.00582293 0.00222611 0.00359682
internal_count=3910 3298 993 614 334 2305 1680 1466 413 1053
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=8
num_cat=0
split_feature=52 160 0 0 16 43 13
split_gain=1.8796e-05 5.09593e-05 4.79118e-05 4.11914e-05 3.71203e-05 4.94517e-05 4.7824e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 -0.053834999999999994 -0.055679999999999993 -0.019509999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=-0.010615639148740474 -0.021045271416058851 0.022645259612851354 0.024801016423119941 -0.00095009868216075217 -0.010876546611963547 -0.017131423469218095 0.0092782852904949552
leaf_weight=0.001212412304172886 0.0012878912829028975 0.0012627180896609743 0.0014240579668187369 0.0011017699894415515 0.0018544267801960234 0.0011292794835832645 0.0017455223022368612
leaf_count=128 924 565 711 351 260 760 211
internal_value=0 -0.00299868 0.00572482 0.0135683 0.0008802 0.00614955 -0.00109598
internal_weight=0 0.00727984 0.00373824 0.00252583 0.00599195 0.00413752 0.0028748
internal_count=3910 2720 1190 1062 1796 1536 971
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=8
num_cat=0
split_feature=12 13 16 133 1 2 3
split_gain=1.82674e-05 5.08799e-05 5.06628e-05 6.30503e-05 7.2349e-05 5.15929e-05 5.27699e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.065880000000000008 0.085835000000000009 0.082715000000000025 0.11265500000000002
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=-0.024788263797434189 -0.012616225994404637 0.019266691143935824 -0.017909634335368199 0.023363884784115899 -0.014248126467408698 0.021294352081411349 -0.0032916835564643699
leaf_weight=0.0011386641671415109 0.0010443078278528995 0.0013588304220575652 0.0015523730821019885 0.0011591803306535663 0.0012392123300744668 0.0018193775684527344 0.0016782738397781106
leaf_count=953 187 237 535 1032 505 247 214
internal_value=0 0.00128664 -0.00155854 0.00204971 -0.00215535 0.00328523 0.00949726
internal_weight=0 0.00994591 0.00858708 0.00703471 0.00587553 0.00473686 0.00349765
internal_count=3910 3723 3486 2951 1919 966 461
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=10
num_cat=0
split_feature=484 1 12 43 52 151 43 2 2
split_gain=0.000115824 6.86293e-05 8.88886e-05 7.26396e-05 9.5366e-05 0.000159459 7.41551e-05 0.000122176 0.000144883
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084890000000000007 -0.0088999999999999982 -0.074254999999999988 0.087995000000000004 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=-0.00062074284172616552 0.00053916001736628257 0.00054486106698270302 -0.0005431934764973331 -0.00035478740051259809 -0.00039841747870258162 0.00072729826928159022 -0.00028576401092002078 0.00089395829990151316 -0.00010045223487363575
leaf_weight=0.0010493756639655882 0.001123109186046395 0.0010211630666993815 0.0010019826728695858 0.0019900123395972594 0.0017586472323138994 0.0011986189226592539 0.0014180574289521892 0.0012544372881764009 0.0010224396789886058
leaf_count=627 198 216 116 436 935 397 491 342 152
internal_value=0 5.90562e-05 1.29828e-05 7.005e-05 9.0862e-06 0.000113197 0.000303508 0.000166032 0.000447415
internal_weight=0 0.0117885 0.0107673 0.00976532 0.00864221 0.00688357 0.00489355 0.00369493 0.00227688
internal_count=3910 3283 3067 2951 2753 1818 1382 985 494
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=9
num_cat=0
split_feature=51 1 151 13 4 133 4 0
split_gain=1.71816e-05 3.25002e-05 4.09835e-05 3.82365e-05 0.000118283 7.65626e-05 3.10103e-05 3.02188e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.084764999999999993 -0.0019849999999999994 0.05309500000000001 0.083815000000000014 -0.070414999999999991 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 7 -5 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.009708812581644936 -0.023402548893362653 0.0099122345549679872 -0.033440227391556832 0.0033535980579437854 0.031064268799972657 0.01226470794345828 -0.020197008974422965 -0.0090031673944821304
leaf_weight=0.0015563716680051702 0.0010055045913041358 0.0019376965454435784 0.0010059912334130206 0.0011620624227911846 0.0011874268200679468 0.0010371973977220963 0.0010775860172916184 0.0010182136220062386
leaf_count=515 336 451 701 348 122 702 232 503
internal_value=0 -0.00163191 -0.00461684 -0.00170567 0.00554981 -0.00982778 -0.00797756 -0.0211479
internal_weight=0 0.00943168 0.00749398 0.00648848 0.00342708 0.0030614 0.00223965 0.0020242
internal_count=3910 3395 2944 2608 702 1906 580 1204
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 47 48 16
split_gain=1.66384e-05 3.75374e-05 4.35092e-05 4.79505e-05 5.60979e-05 4.86061e-05 8.39987e-05 8.10605e-05
threshold=0.11655500000000001 0.10924000000000002 0.15100500000000003 0.065880000000000008 0.085835000000000009 0.09252500000000001 0.086870000000000017 -0.095109999999999986
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=-0.021558760526739398 -0.012043418063018917 0.016704254441420756 -0.01635232631458234 0.020797834698500495 0.039445208442764335 -0.015931139403549188 -0.013885438811774078 0.0033657174690224809
leaf_weight=0.0011279887604984436 0.0010421097802330729 0.0013550327311699075 0.0015529740247922008 0.0011519508055289011 0.0010849859166466415 0.0010311440273896304 0.001143734949489373 0.0014615555320649748
leaf_count=953 187 237 535 1032 225 166 141 434
internal_value=0 0.00124006 -0.00120951 0.00214932 -0.00152322 0.00326345 0.00862684 0.0187378
internal_weight=0 0.00990937 0.00855433 0.00700136 0.00584941 0.00472142 0.00369028 0.00254654
internal_count=3910 3723 3486 2951 1919 966 800 659
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=9
num_cat=0
split_feature=484 159 47 2 1 2 43 150
split_gain=0.000135351 6.82569e-05 0.00010971 6.59502e-05 0.000119704 6.03403e-05 5.5858e-05 4.39809e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.09112000000000002 0.11542500000000001 -1.0000000180025095e-35 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -6
right_child=1 -3 -4 5 7 -7 -8 -9
leaf_value=-0.00069316780519407045 -2.1362680773289795e-05 0.00042982603311590874 0.00043203337203257262 -0.00055860598895405851 -4.0597466573548749e-05 -1.4573805078784128e-05 0.00054273122984120192 -0.00060393906347954926
leaf_weight=0.0010059447934217718 0.0011528896502100473 0.0016207601484033727 0.0018115792573447304 0.0017976673304828422 0.0011211535853391584 0.0013898108712939576 0.0016278566083328136 0.0010153632939148283
leaf_count=627 995 522 193 356 347 310 457 103
internal_value=0 5.67727e-05 -4.20051e-06 -0.000101708 4.06987e-05 -0.000321396 0.000308859 -0.000308321
internal_weight=0 0.0115371 0.00991632 0.00810474 0.00491726 0.00318748 0.00278075 0.00213652
internal_count=3910 3283 2761 2568 1902 666 1452 450
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=11
num_cat=0
split_feature=484 42 42 47 47 151 4 43 43 2
split_gain=0.000203437 8.75608e-05 8.96219e-05 8.29223e-05 0.000104479 8.36488e-05 0.000112005 0.000133896 0.000100527 8.86881e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.10138000000000001 0.10561500000000001 0.086785000000000015 -0.084129999999999996 0.28937500000000005 -0.057994999999999998 0.052855000000000006 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 9 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00081795399598849411 -0.00032673919087764647 -0.00027589826916062609 -0.00042824860179257199 0.00067663388005622987 -0.00047439464379130569 0.00061954211330606803 0.00082865694506101977 0.00012754851506928882 0.00039353125655596535 -0.00059186188636215907
leaf_weight=0.0010822777572014409 0.0018732391703613774 0.0012311735238105343 0.001005635993683745 0.0011694860620425325 0.0010049320787622025 0.0017511777017637257 0.0011816907204996998 0.0012402436730943834 0.0014105826669100346 0.0014053711554329745
leaf_count=612 990 212 422 142 124 475 211 362 116 244
internal_value=0 6.61344e-05 0.000130689 0.000184764 0.000122409 0.000195369 0.000278386 0.000166416 -2.92111e-05 -0.000254608
internal_weight=0 0.0132735 0.0114003 0.0103947 0.00922517 0.00822024 0.00698907 0.00580738 0.0040562 0.00264561
internal_count=3910 3298 2308 1886 1744 1620 1408 1197 722 606
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 12 4
split_gain=0.000120186 5.81891e-05 9.4055e-05 0.000108184 9.28963e-05 8.09457e-05 8.91903e-05 6.34476e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.006494999999999999 -0.029304999999999998 0.090585000000000013 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 -6
right_child=1 -3 4 -5 7 6 -8 -9
leaf_value=-0.00064222557415603832 0.00036809995299175776 0.00038485644708960399 -0.00066170946864367933 0.00065712360189317638 -0.00032773147559865778 8.2904714010976596e-05 -0.00065774407554877138 0.00020349782895640988
leaf_weight=0.0010601997143929133 0.0015535464636497638 0.0016804825497897394 0.00128311634082486 0.001311202084670662 0.0016201628206302962 0.0016662790020380495 0.0010004077368148136 0.0018530148395058791
leaf_count=627 180 522 206 285 178 382 254 1276
internal_value=0 4.65744e-05 -8.68333e-06 0.000165167 -0.000210867 1.23193e-05 -0.00019495 -4.43092e-05
internal_weight=0 0.0119682 0.0102877 0.00553144 0.00475629 0.00422023 0.00266669 0.00347318
internal_count=3910 3283 2761 1101 1660 816 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=9
num_cat=0
split_feature=42 160 484 15 15 15 2 52
split_gain=1.93746e-05 3.79926e-05 7.08184e-05 4.04562e-05 8.07684e-05 8.18177e-05 7.38093e-05 3.13982e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.042570000000000004 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6
right_child=1 3 -4 -5 7 -7 -8 -9
leaf_value=-0.010625715122366739 -0.029328979545961434 -0.017812282052400232 0.0069982866619706713 0.02111135062870902 -0.027300033647152784 0.030938095342498119 0.014707229154879049 -0.002291112063743691
leaf_weight=0.0014913365987813043 0.001011303863682277 0.0012552399416885227 0.00114333442759685 0.0012922263690615474 0.0010035497087528865 0.0012564523855453031 0.0015720505079438317 0.0010045039756964025
leaf_count=1060 605 205 435 642 292 353 278 40
internal_value=0 0.00163096 -0.0100523 0.00504012 0.001631 0.00970533 0.000269452 -0.0147896
internal_weight=0 0.00953866 0.00215464 0.00738402 0.0060918 0.00408374 0.00282729 0.00200805
internal_count=3910 2850 1040 1810 1168 836 483 332
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=9
num_cat=0
split_feature=157 160 42 52 43 2 4 42
split_gain=1.71649e-05 4.78812e-05 5.99733e-05 4.23265e-05 6.73688e-05 5.88162e-05 5.8024e-05 6.0155e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.113945 0.074650000000000008 0.078965000000000021
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=0.01145022851259142 -0.018202451973499026 -0.019226149594815195 0.016086140445656545 0.023991600804218735 -0.020759623388544174 -0.014423561464055129 0.028437630290129298 -0.014643851359434995
leaf_weight=0.0011655278657485548 0.0014440882013283139 0.0011953967001665355 0.0015365627712145304 0.001005496462431317 0.0010847628400234557 0.0010481668160964852 0.0014204292023974243 0.0010881062369067238
leaf_count=517 856 878 304 153 140 250 175 637
internal_value=0 -0.00138511 0.00151332 0.00496453 0.00186781 0.006687 0.0121572 0.00334644
internal_weight=0 0.00982301 0.00837892 0.00718352 0.00617803 0.00509327 0.0040451 0.00262467
internal_count=3910 3393 2537 1659 1506 1366 1116 941
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=11
num_cat=0
split_feature=484 1 12 48 1 2 12 4 1 52
split_gain=0.000169295 0.000108262 0.000140795 8.23568e-05 9.86422e-05 9.9677e-05 9.14452e-05 7.23986e-05 0.000147947 1.66427e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11655500000000001 0.11379500000000002 0.11327500000000001 0.10679500000000001 0.093125000000000013 -0.0010999999999999996 0.085990000000000011 0.081680000000000016
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=-0.00076873209645277355 7.8902234174236152e-05 0.00065900462380031341 -0.00066114104105487951 -0.00044613517737215918 0.00062512119467271064 -0.00035369325174551059 0.00068679484680707152 -0.00026460048276339098 0.00075091896356837965 -0.00027634376489759152
leaf_weight=0.0010309190000191695 0.0010043534334892076 0.0010549664764174333 0.0011097080150689288 0.0010521270523767565 0.0013385908726318537 0.0018163245429726688 0.0010811975052536149 0.0017453697300256581 0.0012800638437400515 0.0010239154939056545
leaf_count=612 404 216 117 118 255 350 490 373 408 567
internal_value=0 5.79514e-05 2.58023e-06 7.37986e-05 0.000132684 4.97824e-05 0.000169237 5.85099e-05 0.000228973 -0.000100434
internal_weight=0 0.0125066 0.0114517 0.0103419 0.00928982 0.00795122 0.0061349 0.0050537 0.00330833 0.00202827
internal_count=3910 3298 3082 2965 2847 2592 2242 1752 1379 971
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=8
num_cat=0
split_feature=39 42 3 49 4 3 15
split_gain=1.72734e-05 5.06958e-05 5.33382e-05 7.85258e-05 7.09985e-05 6.46831e-05 4.93111e-05
threshold=0.085060000000000011 0.091955000000000023 -0.13927999999999999 -0.00064499999999999985 -0.23071499999999998 0.090325000000000003 -0.017214999999999998
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=0.019882234745149205 0.01012400746203666 -0.019815498087929713 -0.033850595834592441 -0.017188998086041237 0.0017425754457841979 -0.00018670754280742711 0.025470104260546647
leaf_weight=0.0013051566528043757 0.0014548460827356101 0.0013136711811072158 0.0011633660925918585 0.0010759532903726107 0.0020015047439821253 0.0011205236134618256 0.0015573952180013475
leaf_count=294 417 682 392 119 801 167 1038
internal_value=0 -0.00157391 0.00133997 -0.00215785 0.00532061 -0.0173344 0.0121259
internal_weight=0 0.00953757 0.0082239 0.00691874 0.00463485 0.00228389 0.0035589
internal_count=3910 3493 2811 2517 1958 559 1839
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=11
num_cat=0
split_feature=484 474 52 2 160 12 151 4 4 0
split_gain=0.00024924 6.81948e-05 6.89472e-05 0.000112006 7.76422e-05 9.97096e-05 0.000133644 0.000109422 0.000114935 7.72572e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.091985000000000011 -1.0000000180025095e-35 0.11655500000000001 -0.0088999999999999982 0.17888000000000001 -0.0021099999999999995 0.076335000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 9 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0009362637711355326 -3.0298888043223542e-05 0.00055579660018439795 -0.00054756005700401522 0.00079462509747856881 -0.00046733348822293892 -0.00054224521430002381 0.00062306469469068345 0.00070396369321913362 -0.00040940314716564618 -7.3631802140557387e-05
leaf_weight=0.0010222443714556972 0.0015533164420396192 0.0010244058000799224 0.0010859166589242738 0.0010678367990465806 0.0012621098142050298 0.0010661420221800165 0.0013805741104674857 0.0014381295803345862 0.0012790702654386248 0.001099141198244391
leaf_count=612 300 318 547 360 170 82 999 257 218 47
internal_value=0 7.14941e-05 2.73246e-05 0.000305769 -5.74318e-05 1.3296e-05 0.000104995 0.000243989 6.80006e-05 0.000314252
internal_weight=0 0.0122566 0.0112322 0.00262115 0.00861108 0.00752517 0.00645902 0.00519692 0.00375879 0.00247972
internal_count=3910 3298 2980 660 2320 1773 1691 1521 1264 1046
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=11
num_cat=0
split_feature=484 159 42 43 151 47 4 4 2 150
split_gain=9.60384e-05 6.26459e-05 8.0173e-05 8.7045e-05 7.28958e-05 0.000103153 9.50399e-05 0.000168519 0.0001104 8.79205e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 -0.0088999999999999982 0.10783500000000001 0.17888000000000001 -0.0021099999999999995 0.10113500000000002 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 7 8 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00056052093812419791 -0.00050470341858077021 0.00040083060425657384 0.00058697855472868523 -0.00070816647528660281 0.00045049080061479934 0.00067233771159046533 0.00044975984054638666 -0.00075525842880951705 -0.00038474310426744721 8.9690008381289901e-05
leaf_weight=0.0010588543929148141 0.0010926019332416449 0.0017289738445451222 0.0010553140284871266 0.0011020108372711496 0.001539656852455938 0.001003874390478241 0.0012666488477686543 0.0012646592810194603 0.0010059643602222444 0.0010248197736483881
leaf_count=627 346 522 130 195 1000 121 199 332 250 188
internal_value=0 5.53262e-05 -2.35961e-06 5.68939e-05 -1.12629e-05 9.80215e-05 -1.55396e-05 -0.000170219 0.000120428 -0.000323717
internal_weight=0 0.0120845 0.0103556 0.00926295 0.00820763 0.0060808 0.00507693 0.00381028 0.00254562 0.00212683
internal_count=3910 3283 2761 2415 2285 1902 1781 1582 1250 383
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=12
num_cat=0
split_feature=484 1375 1 12 43 47 3 47 0 1 16
split_gain=0.000239238 8.33926e-05 7.93292e-05 0.000130985 8.86869e-05 0.000113966 0.000117324 0.000100542 0.000126778 5.45781e-05 5.36511e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.074254999999999988 0.084695000000000006 -0.084129999999999996 0.077735000000000012 0.0059850000000000016 0.10498500000000001 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 -6
right_child=1 2 -4 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00090379802417891238 -0.00046963007119890578 -0.00027741207380531656 0.00063258982245269148 -0.00061008301489496306 -0.00018369697461490496 0.00092325748082155447 0.00053593995213743891 -0.00046188448787926707 -0.00042087830088654177 0.00066612403002291876 0.00045359622814228134
leaf_weight=0.0010643109850107879 0.0010343045416741003 0.0012750046634556977 0.0010238237779368791 0.0010115379629999878 0.0010114133214061064 0.001027520048199445 0.0014656718358084784 0.0014759193451471418 0.0011770859065199576 0.0011827948206878606 0.0010201368707385852
leaf_count=612 146 422 211 116 935 157 448 209 178 157 319
internal_value=0 6.39883e-05 0.000111279 6.11495e-05 0.000131615 0.000366349 0.000157556 -1.9138e-05 0.000129665 0.000331273 0.000136318
internal_weight=0 0.0127052 0.0116709 0.0106471 0.00963555 0.0037682 0.00274068 0.00586735 0.00439143 0.00321435 0.00203155
internal_count=3910 3298 3152 2941 2825 1027 870 1798 1589 1411 1254
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=11
num_cat=0
split_feature=484 1 51 42 1 15 3 42 2 3
split_gain=0.000145455 4.82028e-05 7.08526e-05 6.79753e-05 8.63278e-05 7.56421e-05 0.000155452 5.60319e-05 4.76059e-05 3.58194e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 -1.0000000180025095e-35 0.11052000000000002 -0.021529999999999997 -0.0026499999999999996 0.078965000000000021 0.10113500000000002 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7 -6
right_child=1 -3 3 4 9 7 -8 -9 -10 -11
leaf_value=-0.00070280167982509159 0.00046483258789009618 0.00046126718924740731 -0.00050846937866135553 0.00087547573060060087 -9.1781672180843519e-05 0.00038988346848279015 -3.687928780666956e-05 -0.00039932450261594892 -0.00017936019810295669 -0.00059013385991058497
leaf_weight=0.0010661913776625108 0.0011985099554388682 0.0010175253138977646 0.0010626774977984367 0.0012868815916962672 0.0012443274615167518 0.0011961796569039214 0.001624239822096142 0.0012255777344661782 0.0010701777077506414 0.001000234229234849
leaf_count=627 367 216 863 443 203 125 126 769 82 89
internal_value=0 5.31088e-05 1.50376e-05 -4.04792e-05 1.70306e-05 0.000133023 0.000366434 -6.15647e-05 0.000121086 -0.00031386
internal_weight=0 0.0119263 0.0109088 0.0097103 0.00864762 0.00640306 0.00291112 0.00349194 0.00226636 0.00224456
internal_count=3910 3283 3067 2700 1837 1545 569 976 207 292
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=8
num_cat=0
split_feature=52 160 1 160 13 3 3
split_gain=1.84293e-05 7.02727e-05 7.72884e-05 3.7834e-05 3.72376e-05 6.53104e-05 5.02841e-05
threshold=-0.048794999999999991 -0.026849999999999995 0.099595000000000017 -1.0000000180025095e-35 -0.083924999999999986 -0.077689999999999995 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6
right_child=3 2 -4 4 6 -7 -8
leaf_value=0.028166219622262213 -0.018455320887906461 -0.018565085333890605 0.014864351143742483 0.028951235334264264 -0.017533662810508052 -0.004911642863834477 0.0057016345176377605
leaf_weight=0.0010129670676022741 0.0012978434232305269 0.0014491337967279562 0.0013230116163078956 0.0010381331510078413 0.0018457443818098321 0.0012618387722376206 0.0018801561746051136
leaf_count=244 924 589 357 288 1051 223 234
internal_value=0 0.00562569 -0.00261082 -0.00296807 0.000367555 0.010373 -0.00580872
internal_weight=0 0.00378511 0.00277215 0.00732372 0.00602587 0.00229997 0.0037259
internal_count=3910 1190 946 2720 1796 511 1285
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=8
num_cat=0
split_feature=11 43 15 0 13 4 4
split_gain=2.05736e-05 4.33913e-05 5.95153e-05 0.000105245 4.29144e-05 5.70105e-05 7.68544e-05
threshold=0.079700000000000007 -0.049504999999999987 -0.053579999999999996 -0.017269999999999997 -0.10939499999999998 0.08734500000000002 0.0057500000000000008
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=0.025292063050635458 -0.013626674992873379 0.0091946369007894803 -0.02095565293903099 0.023131804074267907 -0.012533910014781611 -0.024175279312577805 0.021290822933858623
leaf_weight=0.001502184813652625 0.0010119245064685927 0.0018470261840364145 0.0011716353793190734 0.0010067204856173055 0.0019144013467797909 0.0015861979339123963 0.0010348552993922199
leaf_count=813 254 288 817 113 1208 256 161
internal_value=0 0.00133182 0.00997903 -0.00058077 -0.0036547 -0.00888749 -0.000665257
internal_weight=0 0.010063 0.00368054 0.00217836 0.00638248 0.00453545 0.00294926
internal_count=3910 3656 1743 930 1913 1625 1369
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=9
num_cat=0
split_feature=15 15 13 16 1 0 3 3
split_gain=1.82356e-05 4.28378e-05 3.5432e-05 6.89352e-05 6.95942e-05 0.000111011 5.57575e-05 8.02694e-05
threshold=-0.26361999999999991 -0.11739999999999999 0.083175000000000013 -0.30307999999999996 0.094485000000000013 -0.086034999999999986 0.086245000000000016 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.011298096520434616 -0.020695223223458931 -0.026468874595192607 0.013420138980098036 0.002278911466525231 0.039696246602798767 -0.0058996138141717627 0.0073611742621445299 -0.03635112933724171
leaf_weight=0.0012587080817157001 0.0010380730556385697 0.0010177398538937258 0.0017714009145292937 0.0010761635363414851 0.0010333248041158724 0.0011049506426260682 0.0016606371284734779 0.0010754282651352701
leaf_count=302 312 222 362 900 150 367 124 1171
internal_value=0 -0.00148962 0.00079157 -0.00241874 0.00169465 0.0161347 -0.00640473 -0.0170295
internal_weight=0 0.00977772 0.00873965 0.00696824 0.0059505 0.00213828 0.00381223 0.00215159
internal_count=3910 3608 3296 2934 2712 517 2195 2071
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=11
num_cat=0
split_feature=484 15 123 51 151 42 1 16 2 43
split_gain=0.000104192 5.91043e-05 8.23857e-05 9.66787e-05 8.12705e-05 0.000127104 9.50376e-05 0.000111767 9.24946e-05 6.40416e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084780000000000008 -0.09021499999999999 -0.044604999999999992 0.083815000000000014 0.095575000000000007 0.0054700000000000009 0.11230000000000001 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8 -3
right_child=1 9 -4 4 5 -7 8 -9 -10 -11
leaf_value=-0.00059392177333090395 0.00066404546531751178 0.00011860453952088622 -0.00041737221328468511 -0.00030541894346542602 -0.0003602841749879724 -0.00034590822606074371 0.00096794786855601285 0.00050305513971851082 0.00017947307762386099 -0.00052654766784522567
leaf_weight=0.0010642452997315166 0.0013138951728690427 0.001090359543009769 0.001011916699983322 0.0015944314141260038 0.0011743821159274897 0.0013110927630185596 0.0013155670624860492 0.0011324449844129425 0.0010120379359629813 0.0012931220428628355
leaf_count=627 327 560 240 360 278 369 153 78 127 791
internal_value=0 4.56917e-05 0.000112638 0.000173213 8.76819e-05 0.000193101 0.000345588 6.35379e-05 0.000625121 -0.000231413
internal_weight=0 0.0122492 0.00986577 0.00885385 0.00753996 0.00594552 0.00463443 0.00230683 0.0023276 0.00238348
internal_count=3910 3283 1932 1692 1365 1005 636 356 280 1351
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=9
num_cat=0
split_feature=124 150 150 1 484 2 4 2
split_gain=1.84593e-05 2.9012e-05 5.6792e-05 4.80434e-05 3.99935e-05 3.66414e-05 5.8328e-05 9.19255e-05
threshold=-0.048219999999999992 0.11315500000000002 0.082085000000000019 0.12864500000000004 0.084225000000000008 0.10946500000000002 -0.10647999999999999 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.012265661400482276 -0.032403692675562562 -0.017400555397951861 0.020728184882118934 0.015429616211553088 0.012088165725180872 0.0039404415555570277 -0.024942076191095786 0.011629899464306682
leaf_weight=0.001098794442493274 0.0012496272904364706 0.0010164419499606855 0.0011939241786392508 0.0012281454771087214 0.0010155394407457023 0.0014772355643166441 0.0013518413074997172 0.0013980904564864789
leaf_count=319 251 142 266 213 298 373 663 1385
internal_value=0 -0.0013939 0.000431218 -0.00270758 -0.00613857 -0.00951828 -0.0144893 -0.00634855
internal_weight=0 0.00993085 0.0089144 0.00772048 0.00649233 0.00547679 0.00399956 0.00274993
internal_count=3910 3591 3449 3183 2970 2672 2299 2048
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=9
num_cat=0
split_feature=50 15 1 15 51 0 2 1
split_gain=1.83955e-05 3.30626e-05 3.31406e-05 5.34248e-05 5.2076e-05 4.04265e-05 8.0328e-05 3.52688e-05
threshold=0.086465000000000014 -0.24219999999999997 0.11215000000000001 -0.038029999999999987 0.077145000000000005 -0.074514999999999984 0.10113500000000002 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.018157689507837037 -0.012879068536242247 -0.020177269840200698 -0.025274505099649409 0.0056631894041881724 0.022906691316551979 0.021496674145748323 -0.012974120259159956 0.0022660651007588672
leaf_weight=0.0010387204878222868 0.0010119628958630026 0.0014742219758613383 0.0012259017965264173 0.0010247572102110834 0.0010837535979245708 0.0016604452304942766 0.0011402755410543969 0.0013335793475234056
leaf_count=278 715 1458 196 111 246 256 347 303
internal_value=0 0.00127048 -0.000690967 -0.0111881 0.0028393 -0.00103839 0.00746236 -0.0095177
internal_weight=0 0.00998166 0.00894293 0.00225066 0.00669228 0.00560852 0.00280072 0.0028078
internal_count=3910 3195 2917 307 2610 2364 603 1761
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=8
num_cat=0
split_feature=3 160 49 2 4 1 12
split_gain=1.60534e-05 2.43328e-05 4.64957e-05 5.75545e-05 5.3826e-05 0.000103425 9.22688e-05
threshold=-0.15464999999999998 0.087825000000000014 1.0000000180025095e-35 0.11260500000000001 -0.10647999999999999 0.092010000000000022 0.097345000000000015
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=0.010954710502692283 -0.017809193165159356 -0.014466233732170151 -0.015685765248358349 0.02204639008934434 0.024690221677224313 -0.021913982217927813 0.016415677942296012
leaf_weight=0.0011866276386755447 0.0013750064210697561 0.0012376421609223672 0.0014636912642743164 0.0014008504009395458 0.0016378665703649167 0.0016420215919528379 0.0010170273483742515
leaf_count=259 183 411 706 358 1456 403 134
internal_value=0 -0.00136237 0.000537468 0.00389482 -0.000588249 0.00492243 -0.00725374
internal_weight=0 0.00977411 0.00853646 0.00707277 0.00567192 0.00429692 0.00265905
internal_count=3910 3651 3240 2534 2176 1993 537
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=9
num_cat=0
split_feature=124 150 150 1 484 12 42 15
split_gain=1.67793e-05 2.5802e-05 4.3067e-05 4.33428e-05 2.97744e-05 3.29117e-05 6.7236e-05 3.62666e-05
threshold=-0.048219999999999992 0.11315500000000002 0.084360000000000004 0.12864500000000004 0.084225000000000008 0.098845000000000016 0.083725000000000008 -0.015439999999999997
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=0.011729742560928524 -0.025306978221044274 -0.016454439668362256 0.019077247264489613 0.015085208833648465 0.010366157582213233 -0.023410893103105752 0.013218390369950745 -0.0029019103274972704
leaf_weight=0.0010927616403232461 0.0013301836090594439 0.0010121399732550647 0.0010833036490083027 0.0012201469716423725 0.0010062383722938594 0.0011473301380881939 0.0014498807689089553 0.001581326010521876
leaf_count=319 319 142 246 213 298 466 1131 776
internal_value=0 -0.00133232 0.000403329 -0.00221196 -0.00545144 -0.00834073 -0.00437629 -0.0131381
internal_weight=0 0.00983055 0.00881841 0.00773511 0.00651496 0.00550872 0.00436139 0.00291151
internal_count=3910 3591 3449 3203 2990 2692 2226 1095
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=9
num_cat=0
split_feature=11 13 39 0 42 15 1 13
split_gain=1.70493e-05 4.37969e-05 4.4216e-05 6.50406e-05 6.57287e-05 6.00852e-05 4.742e-05 2.56151e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.08401500000000002 -0.074174999999999977 0.10521500000000002 -0.40944499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0029902234917514553 -0.011438713289969281 -0.0099536847369431289 0.01368961873796944 -0.023746332402617074 0.022060002298636784 -0.0225409133933876 0.019839137434937773 0.02465528159683995
leaf_weight=0.0010916209104241713 0.0011682280602461946 0.001135655872420789 0.0014122636854276621 0.0015366926662485503 0.0010452308763858336 0.0014054671001912126 0.0010088175661484011 0.0010912935036672974
leaf_count=148 279 340 358 328 1114 883 74 386
internal_value=0 0.00134679 -0.0022627 -0.00593676 1.90185e-05 -0.00647064 0.00406165 0.0138211
internal_weight=0 0.00972704 0.00754413 0.00613186 0.00459517 0.00354994 0.00214447 0.00218291
internal_count=3910 3631 3097 2739 2411 1297 414 534
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=11
num_cat=0
split_feature=14 484 48 3 0 15 3 13 43 2
split_gain=0.00017602 0.000140021 7.75405e-05 9.34646e-05 0.000122274 0.000132941 0.000132659 5.33889e-05 5.28835e-05 2.89732e-05
threshold=0.018455000000000003 -1.0000000180025095e-35 0.11930500000000001 -0.12008499999999998 -0.10575999999999998 -0.095799999999999982 -0.078669999999999976 -0.0016149999999999999 -0.073139999999999983 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 -6 8 -8 -3
right_child=-2 2 -4 4 6 -7 7 -9 -10 -11
leaf_value=-0.00064134524403899342 -0.00080196583460493841 0.00029971106032987513 -0.0004063597420745082 -4.3083021237791527e-07 -0.00075314846152826605 0.00075282323139004223 0.00055451271166258157 -0.00024421667662808387 -6.712894430979419e-05 0.00075432278428465337
leaf_weight=0.001025104606638026 0.0010002738407111729 0.0010699891238169527 0.0010005919907034597 0.0019944342137116172 0.0010506093428047517 0.0016428248098963303 0.0010401388246626061 0.0014981692694884122 0.0010646982838236816 0.0010860629010480682
leaf_count=598 159 110 131 233 1347 205 261 270 441 155
internal_value=0 5.29108e-05 0.00011508 0.000165023 7.04453e-05 0.000339788 -0.000140073 3.86955e-05 0.000240065 0.000528712
internal_weight=0 0.0124726 0.0114475 0.0104469 0.00829087 0.00363726 0.00465362 0.00360301 0.00210484 0.00215605
internal_count=3910 3751 3153 3022 2757 438 2319 972 702 265
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=8
num_cat=0
split_feature=16 40 2 43 16 4 150
split_gain=1.77242e-05 3.60612e-05 3.83662e-05 4.16562e-05 5.32222e-05 7.47528e-05 2.61388e-05
threshold=0.3935300000000001 -0.018084999999999997 0.12547000000000003 -0.093039999999999984 -0.0095499999999999977 -0.0037349999999999992 0.087235000000000021
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=0.015498653777451427 -0.011623127548692045 -0.014942150257191726 -0.019275812362079217 -0.02430622714867044 0.019339782263353537 0.014406036773254451 -0.0043876132895055387
leaf_weight=0.0015237583981316605 0.0011766687418078214 0.0012886071924912198 0.0010324880581000931 0.0010546425993323474 0.0017816920592505191 0.0017781700918027114 0.0012676257466337317
leaf_count=388 380 427 214 1180 669 527 125
internal_value=0 0.00137116 -0.00125303 0.001342 0.00490939 -0.00136079 0.00658433
internal_weight=0 0.00972698 0.00820323 0.00717074 0.00588213 0.00410044 0.0030458
internal_count=3910 3530 3142 2928 2501 1832 652
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=9
num_cat=0
split_feature=3 1 42 3 15 2 2 2
split_gain=1.82224e-05 2.64643e-05 6.1463e-05 4.56889e-05 5.59836e-05 3.74205e-05 8.31675e-05 5.6577e-05
threshold=-0.15464999999999998 0.10752500000000002 0.085545000000000024 0.090325000000000003 -0.074174999999999977 0.084235000000000018 0.091985000000000011 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 -7 -8
right_child=1 3 -4 4 -6 6 7 -9
leaf_value=0.011692643596313968 0.015907517721773567 0.015707596522448217 -0.027299752856707295 0.010405062474569203 -0.022465367979113565 -0.028193706971569019 0.018492766148686359 -0.012230060325926257
leaf_weight=0.0011822373300775018 0.0010369319023450169 0.0019547284019830087 0.0010821110451393664 0.0010641131608759703 0.0010098780408345806 0.0011223769306729801 0.0013382512093067784 0.0010856720993552
leaf_count=259 413 420 1215 177 95 780 302 249
internal_value=0 -0.00145772 -0.00586376 0.00473822 -0.00560037 -0.00080267 -0.0056887 0.00473205
internal_weight=0 0.00969406 0.00566534 0.00402872 0.00207399 0.00458323 0.0035463 0.00242392
internal_count=3910 3651 2959 692 272 1744 1331 551
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=9
num_cat=0
split_feature=484 484 42 0 48 2 42 3
split_gain=9.5874e-05 4.92292e-05 6.80964e-05 8.79241e-05 0.000124541 7.98512e-05 7.94306e-05 6.52485e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.15517999999999996 0.08593000000000002 0.113945 0.084100000000000022 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00058659868387025114 -0.00028454379849824024 -0.00035751735516075439 0.00013591390673083143 0.00062064352395242901 0.00080955455327272655 -0.00058198450759509651 -0.0001882811997885721 5.6104001967055537e-05
leaf_weight=0.0010053130513385236 0.0016119362343363199 0.0010605812002787386 0.0014397825380454798 0.0014947311629628732 0.0013288600528726094 0.0010160570575527572 0.0018501949508390667 0.0016626874122004304
leaf_count=627 953 367 127 263 332 95 957 189
internal_value=0 4.49131e-05 8.59357e-05 0.000153858 0.000275927 -0.000161103 0.00013432 0.000323359
internal_weight=0 0.0114648 0.0104042 0.00879231 0.00633647 0.00245584 0.00500761 0.00315742
internal_count=3910 3283 2916 1963 1741 222 1409 452
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=9
num_cat=0
split_feature=50 12 156 160 133 16 1 0
split_gain=1.62422e-05 2.95786e-05 4.67112e-05 5.96431e-05 3.43849e-05 4.24157e-05 5.89678e-05 3.87805e-05
threshold=0.086465000000000014 -0.036459999999999992 0.085790000000000019 0.087825000000000014 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 -0.070894999999999986
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=-0.012120232619575866 -0.01213876568942703 -0.0050504697131276699 -0.016697165840039007 -0.01586930172428409 -0.0070730692724139876 -0.0027460874389287574 0.032760057530338678 0.021111955332757157
leaf_weight=0.0014255914817052325 0.0010055992137759 0.0010446621312946202 0.001012347520933171 0.0010511049580679867 0.0010112289675531239 0.0014439933830280879 0.001583692516851217 0.0012899199603481246
leaf_count=452 715 115 444 292 657 863 213 159
internal_value=0 0.00120239 0.00345351 0.00620106 0.00984087 0.0130305 0.0174053 0.00851066
internal_weight=0 0.00986254 0.00843695 0.0074246 0.0063735 0.00536227 0.00431761 0.00273391
internal_count=3910 3195 2743 2299 2007 1350 1235 1022
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=9
num_cat=0
split_feature=484 484 42 0 48 42 2 3
split_gain=8.98677e-05 5.65287e-05 6.34805e-05 8.49734e-05 0.000150584 9.59503e-05 7.83758e-05 5.10196e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.15517999999999996 0.08593000000000002 0.084100000000000022 0.113945 -0.015794999999999997
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=-0.00056675939531752634 -0.00027079830157404627 -0.00038885456340938284 0.00014231154799354282 0.00058191271554539786 0.00084642630106992675 -0.00024321893480136125 -0.00056750592415629136 8.3377514975203538e-05
leaf_weight=0.0010129279358221709 0.0016176925533155874 0.0010605601805516339 0.0014101154962335187 0.0015027159388722169 0.0013720845074833062 0.0018376061528477608 0.0010385312350575339 0.0016622592084101851
leaf_count=627 953 367 127 263 332 957 95 189
internal_value=0 4.24554e-05 8.62663e-05 0.000151732 0.00027099 0.000113162 -0.000158739 0.00032008
internal_weight=0 0.0115016 0.010441 0.00882331 0.00637467 0.00500258 0.00244865 0.00316498
internal_count=3910 3283 2916 1963 1741 1409 222 452
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=8
num_cat=0
split_feature=16 123 13 2 1 15 2
split_gain=2.10607e-05 3.44078e-05 4.01955e-05 3.44393e-05 7.05619e-05 4.62276e-05 7.46262e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.23438999999999996 0.094010000000000024 0.10498500000000001 -0.10192499999999999 0.086650000000000019
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=0.016477237128769216 -0.012704691678212421 0.018486138915809622 -0.01565567302331906 -0.026849918946376651 0.0021558254687407286 -0.0024223807627068968 0.030430508284952945
leaf_weight=0.0011896161793749803 0.0011701338771502529 0.0010616562578620479 0.0010073434535341863 0.001510485315980979 0.0018857449363174003 0.0019780891553938694 0.0010629782766406241
leaf_count=175 380 317 253 612 231 1203 739
internal_value=0 0.00149765 -0.000591231 -0.00331869 -0.0107446 0.00291093 0.00906106
internal_weight=0 0.00969591 0.00863426 0.00744464 0.00339623 0.00404841 0.00304107
internal_count=3910 3530 3213 3038 843 2195 1942
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=12
num_cat=0
split_feature=484 1 474 43 2 3 0 43 1 42 3
split_gain=0.000233963 0.000111558 0.00010394 0.000109574 0.00013599 0.000113521 0.000189475 9.34229e-05 4.98038e-05 3.53946e-05 1.98552e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.084655000000000022 -0.074254999999999988 0.087995000000000004 0.11818000000000002 -0.14293499999999998 -0.091114999999999988 0.086430000000000021 0.083875000000000019 -0.011169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 10 8 -7 9 -6 -2 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00089047757004369018 -0.00030798327922759776 0.00067190622829433689 0.00060113233510297585 -0.00078697367057758581 -8.1773534921867358e-05 -0.00094113980066920825 0.00023044229626683935 0.00053939477534645079 0.00046785365334458536 0.00019979240390742453 -0.00040695132158751038
leaf_weight=0.0010559229899691569 0.0010983119579337716 0.0010824821860645857 0.0010585850707367809 0.0011047228405329699 0.0010232411552608587 0.0010480004108059937 0.0010752302077475795 0.0018497371518169251 0.0016656173551388462 0.0010160087883686348 0.0010135474127241887
leaf_count=612 356 216 301 781 541 60 66 491 235 147 104
internal_value=0 6.91456e-05 1.45587e-05 -4.24373e-05 -0.000191159 -8.92445e-06 -0.000347836 0.000217572 0.000258694 -6.39784e-05 -0.000605141
internal_weight=0 0.0130355 0.011953 0.0108944 0.00693036 0.00481209 0.00212323 0.00396406 0.00268886 0.00211432 0.00211827
internal_count=3910 3298 3082 2781 1787 902 126 994 776 503 885
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=8
num_cat=0
split_feature=132 42 160 15 15 0 12
split_gain=1.71461e-05 4.61092e-05 5.67369e-05 5.46615e-05 5.83137e-05 5.97952e-05 9.8174e-05
threshold=0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.15517999999999996 0.092365000000000017
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=-0.020201494706629752 0.012319433313681375 -0.013759495621344139 -0.0073493873027079305 0.024761353789405745 -0.013539424319605781 0.036787903290065198 -0.0049842310349599295
leaf_weight=0.0011419039812688237 0.0010190471735758997 0.0019712413474520666 0.0014683997437055134 0.0012119145795869753 0.0017892986934266849 0.0012859037824496044 0.0010002981643448153
leaf_count=868 399 953 151 620 311 423 185
internal_value=0 -0.00130518 0.00116734 0.00552276 0.00131714 0.0083972 0.018511
internal_weight=0 0.00986896 0.00872706 0.00675581 0.0055439 0.0037546 0.0022862
internal_count=3910 3511 2643 1690 1070 759 608
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=8
num_cat=0
split_feature=15 42 43 3 15 150 15
split_gain=1.81143e-05 3.16153e-05 6.93095e-05 4.90739e-05 6.55089e-05 8.08035e-05 3.53168e-05
threshold=0.079360000000000014 0.078965000000000021 -0.079109999999999986 -0.10628499999999998 -0.017214999999999998 0.077110000000000012 -0.11219499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.020703775042238332 -0.010672136541402344 -0.023732141292423525 0.0093465448936362102 -0.0068544566550927041 0.01488462230558743 0.015158268353229497 -0.031541055312659889
leaf_weight=0.0015525752719260906 0.0013926374668906056 0.0013317482089513374 0.0012079884594570207 0.0012459067840778467 0.0019939812489216048 0.0010425801282687008 0.0010834494093904475
leaf_count=247 1436 674 493 302 239 188 331
internal_value=0 0.00154359 -0.00799875 0.00504653 0.000516261 -0.00798041 -0.0183369
internal_weight=0 0.00945823 0.00253974 0.00691849 0.00536592 0.00337194 0.00232936
internal_count=3910 2474 1167 1307 1060 821 633
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=10
num_cat=0
split_feature=147 0 16 13 12 0 2 150 15
split_gain=7.65296e-05 5.63668e-05 8.92012e-05 6.01386e-05 7.9419e-05 5.81908e-05 7.81778e-05 7.99218e-05 7.9485e-05
threshold=0.088565000000000019 -0.075584999999999986 -0.014754999999999999 0.043015000000000005 0.093125000000000013 -0.10575999999999998 0.083795000000000022 0.082085000000000019 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00036731303442269286 0.00050576028322588931 0.00058488912494562178 -0.00053529448669663825 0.00028893382652569685 0.00015141742190676882 -0.00050504915700397594 -8.0773098029217319e-05 0.00016803527197811749 -0.00079443050847627416
leaf_weight=0.0012014015913571797 0.00103673149105295 0.0011481553724069287 0.0013763076253216447 0.0014254769180928051 0.0012227375288483744 0.0015353430881918104 0.0012514751049298636 0.0013876368749451613 0.001152662691467582
leaf_count=112 168 464 293 213 210 1915 154 137 244
internal_value=0 -5.00745e-05 0.000102814 -3.47166e-05 -0.000212226 -0.000171211 -6.85603e-05 -0.000206664 -0.000422936
internal_weight=0 0.0117012 0.00517268 0.00402452 0.00259905 0.00652852 0.00499318 0.00379177 0.00240414
internal_count=3910 3742 1180 716 503 2562 647 535 398
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 0 1 2
split_gain=1.79041e-05 4.23188e-05 7.34378e-05 0.00012119 5.41537e-05 3.96347e-05 4.40218e-05 2.93775e-05
threshold=0.093425000000000022 0.11588000000000002 -0.090744999999999978 0.099990000000000009 0.09252500000000001 -0.22851499999999997 0.099370000000000014 0.093815000000000009
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=-0.0084356126679993575 0.011165994079756419 -0.020094622993466191 0.017212697064191217 0.039236606772975607 -0.024968075218040422 -0.0054746501201646145 -0.017504774031188431 0.016038987317727894
leaf_weight=0.0010037815102363209 0.0012626624662137901 0.0010855544128133094 0.00103302019732296 0.0011376032751040644 0.0010760707974911852 0.0015363443652124309 0.0016339595510241169 0.0010815643148749015
leaf_count=301 541 525 102 165 203 1348 434 291
internal_value=0 -0.00150167 0.000872228 0.0168901 -0.0045201 -0.000356636 -0.00462522 0.00341351
internal_weight=0 0.0095879 0.00850234 0.00214138 0.00636096 0.00528489 0.00425187 0.00261791
internal_count=3910 3369 2844 466 2378 2175 2073 1639
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 43 2 2 2
split_gain=0.000105895 7.07603e-05 8.2502e-05 6.31408e-05 9.04469e-05 0.000133511 9.3548e-05 0.000167983 0.000114436 3.69121e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.15648499999999999 0.084890000000000007 -0.0088999999999999982 -0.074254999999999988 0.087995000000000004 0.11230000000000001 0.09142500000000002
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=-0.00059881132794136979 0.00049341550256760719 0.00053996646565538709 -0.00053207802549111612 -5.609118800966267e-05 -0.0003992309098702509 0.00076546955888716361 -0.0003924784345012795 0.00085265899297328894 -3.3859922272235852e-05 -0.00058489262758634839
leaf_weight=0.0010630456781871933 0.0011218508263184648 0.0010236788946374536 0.0010131151580191821 0.0010066415852103125 0.0017494953418031685 0.0011468263165387502 0.0014645058061104714 0.0012620661908999244 0.0010060976270017518 0.0010235332514247674
leaf_count=627 198 216 116 246 935 397 491 342 152 190
internal_value=0 4.72829e-05 5.58477e-07 5.57288e-05 -9.76307e-07 9.98598e-05 0.000275668 0.000125181 0.000459423 -0.000322692
internal_weight=0 0.0118178 0.0107941 0.00978102 0.00865917 0.00690967 0.0048795 0.00373267 0.00226816 0.00203017
internal_count=3910 3283 3067 2951 2753 1818 1382 985 494 436
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=8
num_cat=0
split_feature=47 43 16 48 0 4 16
split_gain=1.7467e-05 3.59214e-05 9.02282e-05 4.35054e-05 4.1272e-05 6.26705e-05 5.58828e-05
threshold=0.10561500000000001 -0.18906999999999999 0.15737500000000001 0.092065000000000022 -0.21145499999999998 -0.14301 -0.083564999999999987
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=0.015921072474549828 0.0091771961251433786 0.022418526569859473 -0.028516895601297432 -0.017418694601372988 0.022041818146202149 0.0073050529398810378 -0.017441936560689306
leaf_weight=0.0010186048535121691 0.0017322153034598992 0.0010108036342669213 0.0012666741369283261 0.0011261052118675882 0.0010219475842528133 0.0017024467418575986 0.001966572534851949
leaf_count=239 280 126 471 239 141 986 1428
internal_value=0 -0.00177739 -0.00400454 0.000542871 0.0040903 0.000140955 -0.00595919
internal_weight=0 0.00911315 0.00809455 0.00682788 0.00570177 0.00469097 0.00366902
internal_count=3910 3630 3391 2920 2681 2555 2414
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=10
num_cat=0
split_feature=484 4 4 1 0 4 12 2 3
split_gain=9.61803e-05 6.10114e-05 0.000109304 8.02697e-05 0.000105555 9.27914e-05 0.000103613 9.59771e-05 0.000125762
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9
right_child=1 2 3 5 -6 6 -8 8 -10
leaf_value=-0.00057414152103562113 -0.00040734739998896568 0.00054062904300084935 -0.0007900332714442759 0.00055822464624202752 8.7500750908092812e-05 -0.00050259333152487696 0.00050505430931339413 0.00045832832510815387 -0.00039118571016554416
leaf_weight=0.0010586737135552466 0.0010563543244856656 0.0017144197468119864 0.001014544837200004 0.0013769998917324304 0.0010966582726322494 0.0017601450334785301 0.001190055871286292 0.001524719878554396 0.0011951612121973083
leaf_count=627 151 180 810 629 775 296 96 211 135
internal_value=0 4.25322e-05 8.6241e-05 1.18008e-06 -0.000334201 0.000101655 -9.2242e-06 -0.000145835 8.50377e-05
internal_weight=0 0.0119291 0.0108727 0.00915828 0.0021112 0.00704708 0.00567008 0.00448003 0.00271988
internal_count=3910 3283 3132 2952 1585 1367 738 642 346
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=9
num_cat=0
split_feature=4 151 0 4 1 2 4 2
split_gain=1.74604e-05 2.75703e-05 6.01179e-05 3.86913e-05 5.73713e-05 4.16332e-05 9.09316e-05 5.49613e-06
threshold=0.27608500000000008 -0.051109999999999996 -0.15713499999999997 -0.0021099999999999995 0.11561500000000001 0.10742000000000002 -0.34687499999999999 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -2
right_child=7 2 3 4 -6 -7 -8 -9
leaf_value=0.010329716542068382 0.0029446532216871463 -0.024611946919865058 -0.024415564231755008 -0.025703876376421658 0.0059822853646977758 0.02290009060783078 0.013441189562645726 0.013271222023498367
leaf_weight=0.0015081972638749342 0.0010037594178238193 0.0012368465285040528 0.0010114063126736286 0.0012028302108328813 0.0010885508583737963 0.0010356907233937322 0.0017026055981362084 0.0010593387060213494
leaf_count=530 179 147 178 628 104 267 1615 262
internal_value=0 -0.00197572 -0.00452576 -0.000413333 -0.0106509 0.0058427 -0.000666545 0.00824704
internal_weight=0 0.00878613 0.00727793 0.00604108 0.00229138 0.0037497 0.00271401 0.0020631
internal_count=3910 3469 2939 2792 732 2060 1793 441
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=10
num_cat=0
split_feature=484 1 16 4 0 151 52 12 2
split_gain=0.000104426 5.62601e-05 8.35044e-05 8.10492e-05 9.31578e-05 5.02436e-05 0.000115035 9.47781e-05 9.16301e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.0083999999999999995 -0.49837999999999999 -0.06402999999999999 -0.0088999999999999982 0.084240000000000023 0.095175000000000023 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00058918548684507813 -0.00039999207462909316 0.00049249758229502811 -0.00026223874796103922 2.9166133104975828e-05 0.00068594278211979193 -6.5009668514148905e-05 -0.00058208594096305778 -0.00033314132685392258 0.00069873348042619144
leaf_weight=0.001072928700380703 0.0019038733208884533 0.0010088404530638828 0.0010286806295687033 0.0016114993662640987 0.0017128546273540175 0.0010775987046646642 0.0010781560820059739 0.0010843758182912527 0.0013740638770812657
leaf_count=627 326 216 148 582 263 444 915 189 200
internal_value=0 4.9554e-05 8.44878e-06 0.000218735 0.000367567 -0.000131989 -2.14078e-05 0.000149546 0.000363039
internal_weight=0 0.0118799 0.0108711 0.00435303 0.00332435 0.00651807 0.00461419 0.00353604 0.00245166
internal_count=3910 3283 3067 993 845 2074 1748 833 644
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=8
num_cat=0
split_feature=15 1 1 52 16 12 3
split_gain=1.80413e-05 3.159e-05 6.33799e-05 5.72673e-05 4.64487e-05 4.5285e-05 0.00011195
threshold=0.079360000000000014 1.0000000180025095e-35 0.089175000000000018 -0.072349999999999984 0.20277000000000003 0.092475000000000016 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-0.019896466458227374 -0.010659742220394546 0.0270854165500619 -0.014432160109204412 0.031392884596702884 0.0081286139655826952 -0.010026124247082767 -0.0068186026491413535
leaf_weight=0.0014265780292261902 0.0013923280535111044 0.001091172373833057 0.0017330985731227417 0.0016320813749589776 0.0010101723099820309 0.001121946913184498 0.0014460404961585994
leaf_count=836 1436 243 417 367 228 164 219
internal_value=0 0.00153227 0.00493562 0.000862041 -0.00827847 0.00717297 0.0134419
internal_weight=0 0.00946109 0.00702434 0.00593317 0.00243675 0.00420007 0.00307812
internal_count=3910 2474 1410 1167 1064 750 586
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=9
num_cat=0
split_feature=484 159 47 1 12 12 4 52
split_gain=0.000118899 5.90568e-05 8.33643e-05 4.70274e-05 6.72474e-05 7.57942e-05 6.14606e-05 4.23655e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11215000000000001 0.095775000000000013 0.085185000000000025 0.0057500000000000008 1.0000000180025095e-35
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=-0.00062507114848816886 -0.00046977640563735014 0.00039266739509510873 0.00037815887507908842 -0.00034788613500194934 -0.00042630712780070362 0.00049660847913064851 0.00027787229960293911 3.7716812058082646e-05
leaf_weight=0.0010748513551921976 0.0013266714091154071 0.0017136486535467852 0.0018374502325951099 0.0019708700165307442 0.00117661188391756 0.0013323198852868562 0.0014536602855062253 0.0012085478777060059
leaf_count=627 310 522 193 293 504 1112 145 204
internal_value=0 5.56102e-05 -4.33853e-07 -8.25771e-05 -2.10549e-06 9.1693e-05 -4.35522e-05 -0.000227853
internal_weight=0 0.0120198 0.0103061 0.00846868 0.00649781 0.0053212 0.00398888 0.00253522
internal_count=3910 3283 2761 2568 2275 1771 659 514
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=10
num_cat=0
split_feature=484 484 42 43 3 16 16 49 13
split_gain=0.000109416 3.75961e-05 5.82528e-05 8.45323e-05 8.18376e-05 6.57939e-05 0.000120075 4.88549e-05 3.96034e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.15100500000000003 -0.074719999999999995 -0.029304999999999998 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10
leaf_value=-0.00062152495688665274 -0.00025820745719925593 -0.00030632746275477776 0.00014017952663763724 0.00019009361418205305 0.00083620123241813927 -0.00042821064866316051 0.00054914137479867165 -1.2093338011132289e-05 -0.00055765258305695282
leaf_weight=0.0010109110468255961 0.001589616341143108 0.0010263872934883162 0.0014937019395334264 0.0013850465910110843 0.0011491452067598109 0.0010320727099460839 0.0016518623486736334 0.0010160754779561536 0.0010303172812893638
leaf_count=627 953 367 363 135 310 231 367 191 366
internal_value=0 5.16118e-05 8.71153e-05 0.000149791 0.000442819 2.31553e-05 0.000114797 -9.42923e-05 -0.000286771
internal_weight=0 0.0113742 0.0103478 0.00875822 0.00264285 0.00611537 0.0050833 0.00343144 0.00204639
internal_count=3910 3283 2916 1963 673 1290 1059 692 557
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=9
num_cat=0
split_feature=11 43 2 52 16 4 3 15
split_gain=1.83673e-05 3.83412e-05 5.79454e-05 3.39825e-05 4.42308e-05 6.11605e-05 0.00011365 3.26694e-05
threshold=0.079700000000000007 -0.049504999999999987 0.093815000000000009 0.10701500000000001 0.050115000000000007 -0.0010999999999999996 0.092005000000000017 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 -7 -1
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=0.013567189745191425 -0.012913951101872377 0.014608810005159754 0.026618444562724441 0.012406964881768449 -0.024479261521073995 -0.033046939489363734 0.0086698888431780592 -0.010363893173432155
leaf_weight=0.0010132282248480704 0.0010041805329436956 0.0014339431049416101 0.0012773630610993557 0.0011143872742264364 0.001115554674006201 0.0012402816240612133 0.0013793108340731336 0.0013053771903489709
leaf_count=480 254 868 559 302 255 294 194 704
internal_value=0 0.00128111 0.00951601 -0.00343164 -0.00684623 -0.00199353 -0.0110815 9.39659e-05
internal_weight=0 0.00987945 0.00359597 0.00628348 0.00516909 0.00405354 0.00261959 0.00231861
internal_count=3910 3656 1743 1913 1611 1356 488 1184
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=11
num_cat=0
split_feature=484 1 474 2 52 43 3 151 1 3
split_gain=0.000171885 9.23954e-05 7.18197e-05 6.13082e-05 9.91541e-05 8.8456e-05 6.22989e-05 0.000111073 0.0001879 2.32719e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.084655000000000022 0.086650000000000019 -0.081429999999999989 -0.074254999999999988 0.12991000000000003 -0.0088999999999999982 0.088010000000000019 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -6 -9 -7
right_child=1 -3 -4 4 6 9 -8 8 -10 -11
leaf_value=-0.00078259222683081425 0.00010383258312648683 0.00060029193301502513 0.00050707174452753034 0.00055928991307811434 -0.00044269609215859512 -0.0007281375761341802 -0.00042299073978359608 -0.00013443105637716654 0.00086139530492761955 -0.00030810569270423466
leaf_weight=0.0010097765190532028 0.0015383959229837807 0.0011031505471613369 0.0010021647295375491 0.0012760087972373685 0.0011765842143864075 0.0010216110877904307 0.0012973612047290084 0.0018059949508294803 0.0012209886018454937 0.0010070514378631361
leaf_count=612 392 216 301 415 184 704 63 800 123 100
internal_value=0 5.85539e-05 5.88245e-06 -4.26746e-05 6.68429e-05 -0.000250743 -4.73864e-05 6.85377e-05 0.000267254 -0.000519629
internal_weight=0 0.0124493 0.0113462 0.010344 0.00677694 0.00356706 0.00550093 0.00420357 0.00302698 0.00202866
internal_count=3910 3298 3082 2781 1585 1196 1170 1107 923 804
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=8
num_cat=0
split_feature=2 47 2 457 0 0 52
split_gain=2.07179e-05 2.98523e-05 4.25953e-05 4.60877e-05 8.55432e-05 7.00723e-05 5.99153e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.082715000000000025 0.041935000000000007 -0.13506999999999997 -0.068899999999999989 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.011214822659358841 -0.023248888121759306 0.0104539254966684 -0.022099343839494998 0.015152021651217269 0.0261912770274721 -0.020998830622068587 0.010317622754347333
leaf_weight=0.0014237783514964948 0.0010310654680696077 0.0016600034044524448 0.0019804757383130164 0.0013434721619301707 0.001005831691889465 0.0012084974711568687 0.0012355265603645452
leaf_count=280 626 269 315 294 1552 424 150
internal_value=0 -0.00172361 -0.00431363 -0.00143143 -0.0055342 0.00397544 -0.00516744
internal_weight=0 0.00946487 0.00780487 0.0067738 0.00543033 0.00344986 0.00244402
internal_count=3910 3630 3361 2735 2441 2126 574
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=8
num_cat=0
split_feature=4 42 0 15 15 151 15
split_gain=1.95088e-05 3.47465e-05 4.639e-05 9.33398e-05 6.41021e-05 5.96573e-05 2.06292e-05
threshold=0.27608500000000008 0.086825000000000013 -0.017269999999999997 0.024640000000000006 -0.017214999999999998 -0.0074049999999999993 -0.43091499999999999
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=0.014358439879310115 -0.00095725547323635945 -0.014054014494756687 0.014072800057976932 -0.0299674851408194 0.0248430847492387 -0.015814860265918974 0.019026039514058207
leaf_weight=0.0010490944908837661 0.0010681163836884283 0.0019011332538538045 0.0019942110078673457 0.0010804001091998727 0.0010159962116382984 0.0017455270276245606 0.0010004698486339655
leaf_count=218 209 1249 274 800 275 653 232
internal_value=0 -0.0020865 0.00121795 -0.00402335 0.00333242 -0.00448787 0.00870765
internal_weight=0 0.00878636 0.00688523 0.00489102 0.00381062 0.00279462 0.00206859
internal_count=3910 3469 2220 1946 1146 871 441
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=9
num_cat=0
split_feature=1 3 2 2 2 15 15 12
split_gain=2.05598e-05 4.06235e-05 5.78399e-05 5.80076e-05 7.32325e-05 3.78777e-05 7.38793e-05 8.3197e-05
threshold=0.10498500000000001 -0.115685 0.10325000000000002 0.093815000000000009 0.084065000000000015 -0.017214999999999998 -0.074174999999999977 0.090840000000000018
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=0.010082826049214184 0.024238065722045066 0.0075259970994264172 -0.029348821473158718 0.017794607177647873 -0.026523589572739745 0.021897058704557774 -0.022167371509297776 -0.012150595296930048
leaf_weight=0.0015646746528976919 0.0015254955364943598 0.0011888466765639938 0.001037313527263451 0.0010077903534775321 0.0013477269200711445 0.0010305963872717662 0.0010520276261246665 0.0010683286290943256
leaf_count=292 391 743 413 369 1234 196 160 112
internal_value=0 -0.00382888 -0.00857983 -0.00250145 -0.0105652 0.00496971 0.000184743 0.00925052
internal_weight=0 0.00614635 0.00458168 0.00354436 0.00253657 0.00467645 0.00364585 0.00259382
internal_count=3910 3051 2759 2346 1977 859 663 503
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 3 3
split_gain=0.000117248 4.88275e-05 7.1435e-05 0.00011295 8.14247e-05 6.75695e-05 4.60747e-05 3.8824e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 -0.006494999999999999 -0.050194999999999997 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -7
right_child=1 -3 5 -5 6 7 -8 -9
leaf_value=-0.00063816628303808105 0.00037111644759712657 0.00036488446929725671 -0.00057287259402797664 0.00067756386419088547 -0.00051050811398558119 -0.00022119069214984331 1.7636272609390274e-05 0.00020553227759939762
leaf_weight=0.0010272327382883093 0.0014437394031115904 0.0016547144329016059 0.0012243960454796795 0.0012262402974252753 0.0011162262991356539 0.0018704241166223531 0.0014732514178796637 0.0014592461658350926
leaf_count=627 180 522 206 285 361 1366 275 88
internal_value=0 5.33081e-05 7.71433e-07 0.00015644 -1.99952e-06 -0.00017901 -0.000210027 -3.4177e-05
internal_weight=0 0.0114682 0.00981352 0.00525946 0.00403322 0.00455407 0.00258948 0.00332967
internal_count=3910 3283 2761 1101 816 1660 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=11
num_cat=0
split_feature=484 151 4 0 150 42 0 1 3 2
split_gain=9.87114e-05 4.84483e-05 8.87745e-05 7.46629e-05 6.26206e-05 5.76848e-05 5.46371e-05 0.000107436 9.70111e-05 4.92543e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.25367000000000006 -0.15517999999999996 0.08486500000000001 -1.0000000180025095e-35 -0.053834999999999994 0.095575000000000007 -0.115685 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -5 7 -7 -8 -4
right_child=1 2 9 5 -6 6 8 -9 -10 -11
leaf_value=-0.00058962677570698703 -0.00051961728732039685 -0.0004790509184597545 0.00015519381388204613 -0.00030660229700968914 0.00010478183496543967 2.4351310134170662e-05 0.00042724772953508546 0.00085789395299504104 -0.00037644779550260413 0.00075076525765696621
leaf_weight=0.0010256315815255551 0.0011999702806185127 0.0010458183257430632 0.0010404000711678768 0.0011411897004775734 0.0012722293415209909 0.0013495220556028866 0.0010183927095012146 0.0010626225145234577 0.0013335512034852066 0.0010965594224464782
leaf_count=627 261 107 150 831 271 914 118 160 236 235
internal_value=0 4.50843e-05 0.000111289 3.83853e-06 -0.000198293 8.93577e-05 0.000184206 0.000391552 -2.84473e-05 0.000460805
internal_weight=0 0.0115603 0.00908806 0.0069511 0.0024722 0.00590528 0.00476409 0.00241214 0.00235194 0.00213696
internal_count=3910 3283 2751 2366 532 2259 1428 1074 354 385
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=9
num_cat=0
split_feature=151 2 48 51 2 0 15 0
split_gain=1.97988e-05 5.79994e-05 5.60331e-05 8.20215e-05 6.30787e-05 8.57699e-05 0.000135001 5.21288e-05
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.093225000000000016 0.083165000000000017 0.11260500000000001 -0.032484999999999993 -0.064869999999999983 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.011247600900277044 0.022299735393770889 -0.025473870147064433 0.016674180930401308 -0.029332114399199461 0.021165310468635068 -0.024507901636419086 0.0032820556107187107 0.035384435895518401
leaf_weight=0.0013748440952009297 0.0011837290352338459 0.001008482419727493 0.0014255922286068269 0.001161633556184009 0.001114092503811363 0.0015491409599503068 0.0010129188674844534 0.0010103972162447089
leaf_count=423 245 486 324 370 400 193 284 1185
internal_value=0 0.00159466 -0.00136458 -0.00511508 -0.000175458 -0.00536557 0.00441548 0.0193132
internal_weight=0 0.00946599 0.00828226 0.00685667 0.00569503 0.00458094 0.0030318 0.00202332
internal_count=3910 3487 3242 2918 2548 2148 1955 1469
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=11
num_cat=0
split_feature=1 376 12 48 4 16 150 52 1 16
split_gain=4.89034e-05 4.35916e-05 5.44702e-05 5.06292e-05 7.8603e-05 0.000106694 7.84452e-05 0.0001235 0.000109198 6.88755e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11028500000000001 -0.0037349999999999992 -0.006474999999999999 0.087235000000000021 -0.060039999999999989 0.10786000000000001 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -9 -7
right_child=-2 -3 3 -5 6 9 -8 8 -10 -11
leaf_value=-0.00049002881943767298 0.00039673836329698076 0.0003481784787044966 -0.00062447041479370309 -0.00043982146708683499 0.00090933302208791008 0.00045008295088303581 -0.00023225906216878256 -0.00033703082236931939 0.00053982889797426971 -0.00025770004343834551
leaf_weight=0.0010980421610686198 0.0010897881227453178 0.0010166408081365404 0.0013558287367838452 0.00101322103499804 0.0010515685499527948 0.0010106818628569155 0.0011860005257888708 0.0011172327151630114 0.0010679898942085354 0.0011081923328389045
leaf_count=258 225 173 1472 139 196 386 159 445 96 361
internal_value=0 -3.86694e-05 -7.79635e-05 -2.71858e-05 2.57539e-05 -0.000194942 0.00019914 0.000357211 9.15193e-05 7.99054e-05
internal_weight=0 0.0110254 0.0100088 0.00891072 0.00789749 0.0034747 0.00442279 0.00323679 0.00218522 0.00211887
internal_count=3910 3685 3512 3254 3115 2219 896 737 541 747
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=10
num_cat=0
split_feature=484 0 49 51 49 42 13 12 2
split_gain=0.000144714 5.73359e-05 8.83241e-05 0.000122054 6.72178e-05 0.000103569 8.3712e-05 9.09612e-05 6.20438e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.0062100000000000011 -0.09021499999999999 -0.029304999999999998 0.084100000000000022 1.0000000180025095e-35 0.082640000000000005 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -5 6 7 -6 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0006876456850139456 6.8837982821509606e-05 0.00061108536829806558 0.00068073003816546585 0.00029044604600133125 -0.00017096480187285098 -0.00062687061094678846 -0.00044475283745701961 0.00056298341196281041 -0.00053668502777581872
leaf_weight=0.0010793886409770021 0.0015163073772224613 0.0013292275323799419 0.0010181884550988759 0.0017615154130886093 0.0012685689305723226 0.0013169893241029218 0.001080569305354123 0.0013297083869902556 0.0011394615339448714
leaf_count=627 160 233 585 374 167 846 336 469 113
internal_value=0 6.25321e-05 0.000136474 6.79461e-05 -3.88939e-05 -0.000155018 1.39002e-05 0.000204644 -0.000190963
internal_weight=0 0.0117605 0.00910477 0.00808658 0.00675735 0.00499584 0.00367885 0.00259828 0.00265577
internal_count=3910 3283 3010 2425 2192 1818 972 636 273
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=8
num_cat=0
split_feature=11 43 15 4 4 1 43
split_gain=1.96642e-05 3.50414e-05 4.75058e-05 8.51847e-05 3.00591e-05 5.26892e-05 8.22258e-05
threshold=0.079700000000000007 -0.049504999999999987 -0.053579999999999996 -0.068329999999999988 0.08734500000000002 0.095575000000000007 0.0033500000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=0.023004506189926961 -0.013358250569549052 -0.020913026576682911 0.019412659578069834 -0.020833683021905944 -0.013417957495527058 0.017590265076554382 0.012940006702926799
leaf_weight=0.0014725062322324275 0.001004402303811121 0.0016413406172215408 0.0010675776698878914 0.0010365086211862736 0.0019667479146720191 0.0013820510843465402 0.0012746982754648568
leaf_count=813 254 820 401 529 373 256 464
internal_value=0 0.00133056 0.00922792 -0.000413372 -0.00317804 0.00150761 -0.00611473
internal_weight=0 0.00984143 0.00357659 0.00210409 0.00626484 0.00429809 0.00291604
internal_count=3910 3656 1743 930 1913 1540 1284
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=8
num_cat=0
split_feature=4 2 13 2 47 2 3
split_gain=1.96381e-05 3.59598e-05 5.11719e-05 6.82525e-05 3.37019e-05 6.36414e-05 0.000112496
threshold=0.0057500000000000008 0.10910500000000002 -0.084184999999999996 0.087005000000000013 0.09252500000000001 0.11230000000000001 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=-0.02542032915588965 -0.00068301739089987991 0.011430315689409269 0.013404163216743065 -0.016832618514918716 -0.0078571403418137824 -0.0072128121448069779 0.043108010974180086
leaf_weight=0.0012619378511034536 0.0012745217222714868 0.0011451046038466785 0.0015243658977478628 0.0014630167802404436 0.0016186988326230018 0.0014377958815388085 0.0010869188239228298
leaf_count=680 366 317 924 872 229 358 164
internal_value=0 -0.00429768 -0.00853605 -0.00140376 0.00422587 0.00937395 0.019473
internal_weight=0 0.00539443 0.00424932 0.00298738 0.00541794 0.00379924 0.00236144
internal_count=3910 2793 2476 1796 1117 888 530
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=9
num_cat=0
split_feature=15 15 43 42 16 16 52 2
split_gain=1.99406e-05 3.7953e-05 3.81571e-05 4.52394e-05 4.82056e-05 8.1956e-05 0.000110967 2.23983e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.18906999999999999 0.085545000000000024 0.15100500000000003 -0.19424999999999998 1.0000000180025095e-35 0.086915000000000006
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=0.011859653248885084 -0.019891493663622757 0.016192756092869878 -0.016198086846864055 -0.01801325789003325 -0.015541508769249297 -0.0078490267062954183 0.042053275843602987 0.011961508083471351
leaf_weight=0.0012489432524519827 0.0010115567553961599 0.0013246789544000626 0.0011664379109979817 0.0014567028684626167 0.0012616620488312613 0.0011041236883817043 0.0010203278331046535 0.0011813636635490438
leaf_count=302 312 219 161 1275 317 395 524 405
internal_value=0 -0.00157876 0.000596664 -0.0022765 0.00172143 0.00659146 0.0146326 0.002391
internal_weight=0 0.00952685 0.0085153 0.00719062 0.00573392 0.00447225 0.00330582 0.00228549
internal_count=3910 3608 3296 3077 1802 1485 1324 800
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=8
num_cat=0
split_feature=4 15 160 52 4 0 2
split_gain=2.14709e-05 4.36576e-05 5.34505e-05 5.20911e-05 6.29876e-05 7.26565e-05 4.17821e-05
threshold=0.17888000000000001 0.079360000000000014 -0.026849999999999995 -0.092854999999999979 -0.0025899999999999994 0.076335000000000014 0.10869000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=0.017566642838980101 0.018349242691456529 -0.021633173064292261 -0.021430892586770854 0.032209445956137492 -0.013198953033467227 -0.0049141911294027386 -0.004585754167295477
leaf_weight=0.0013882996140927376 0.0015885752025329106 0.0010697763328530695 0.0013474614969412636 0.0010141432800465262 0.0016424191671468294 0.0010979733926629945 0.0015886871846300605
leaf_count=680 281 1410 578 232 349 66 314
internal_value=0 -0.00291546 0.000169729 -0.00456413 0.00148917 0.0129109 0.00688134
internal_weight=0 0.00756007 0.0064903 0.005102 0.00375454 0.00211212 0.00317726
internal_count=3910 3315 1905 1225 647 298 595
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=9
num_cat=0
split_feature=50 12 160 1 51 12 4 2
split_gain=1.83799e-05 3.05031e-05 4.11401e-05 4.72193e-05 3.77298e-05 6.47216e-05 3.80517e-05 6.56965e-05
threshold=0.084340000000000012 -0.036459999999999992 0.087825000000000014 0.12864500000000004 -0.070859999999999992 0.098845000000000016 -0.076854999999999993 0.092175000000000021
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=-0.012457480335194827 -0.012734749980683939 -0.014520425540395019 -0.014057264733452417 0.025602648870694064 0.026525012921111549 -0.01420762474788017 -0.013243592954981171 0.019145523179764319
leaf_weight=0.0013753859232048084 0.0010268597391776156 0.0010234848185131425 0.001136221341100742 0.0010887322131624844 0.0013184948021890373 0.0011592691299147726 0.0010743278633457659 0.0015014880301005488
leaf_count=451 731 487 314 123 726 294 422 362
internal_value=0 0.00133594 0.00362108 0.00642419 0.00298829 0.00653427 0.0127088 0.00563659
internal_weight=0 0.0096774 0.00830202 0.0071658 0.00607706 0.00505358 0.00389431 0.00257582
internal_count=3910 3179 2728 2414 2291 1804 1510 784
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=8
num_cat=0
split_feature=52 4 160 49 3 16 0
split_gain=1.84904e-05 4.69565e-05 4.62408e-05 3.5433e-05 7.55919e-05 3.21402e-05 5.98855e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.029304999999999998 -0.13309499999999996 0.0015250000000000001 -0.11756999999999999
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=-0.0067229496128009894 -0.02059173351899108 0.016120330579150036 0.016459259876923652 -0.026312346383908555 -0.0076162022484204802 -0.011160397720097057 0.023256486164734556
leaf_weight=0.0016435739705558637 0.001232674932978026 0.001988688556258787 0.0011492105307107751 0.0010815239885804424 0.0011110020565158296 0.0010188055960383101 0.0014461578643089764
leaf_count=795 924 395 157 107 161 97 1274
internal_value=0 0.0057839 -0.00300091 0.000733356 -0.00314693 0.00385928 0.00984332
internal_weight=0 0.00363226 0.00703937 0.0058067 0.00465749 0.00357597 0.00255716
internal_count=3910 1190 2720 1796 1639 1532 1435
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=8
num_cat=0
split_feature=51 1 151 2 2 16 16
split_gain=1.74407e-05 3.36211e-05 3.4239e-05 3.72174e-05 3.88704e-05 3.71286e-05 8.03409e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.084129999999999996 0.086650000000000019 0.095040000000000013 0.05259500000000001 -0.27337499999999998
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=0.010014438731741817 -0.021891917137496025 0.010266796844919025 -0.014191397927814556 0.019941459827913746 0.0088682687192056502 0.010719948866756868 -0.030264105234958129
leaf_weight=0.0014922473763321698 0.0010021514806760499 0.0018821402868299817 0.0017857671656702429 0.0010288468107269083 0.0010583722806956838 0.0013518601664326748 0.0010403552670408562
leaf_count=515 353 451 1190 704 166 194 337
internal_value=0 -0.00164478 -0.00472971 -0.00198452 0.00288186 -0.00220473 -0.0105299
internal_weight=0 0.00914949 0.00726735 0.0062652 0.00447943 0.00345059 0.00209873
internal_count=3910 3395 2944 2591 1401 697 503
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=9
num_cat=0
split_feature=41 150 3 16 16 3 2 3
split_gain=4.46121e-05 4.89066e-05 5.35549e-05 6.20117e-05 6.62099e-05 7.87523e-05 5.99694e-05 8.14857e-05
threshold=0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 -0.110495 -0.040669999999999991 0.11260500000000001 0.092005000000000017
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=0.00040893770271813884 -0.00040279864555678696 -0.0003600005467745992 -0.00040397421379023332 0.00046790521702396056 -0.00040227595937648896 0.00024225269539131805 0.00050425232315351692 -0.00038481493235328895
leaf_weight=0.0015272554894108928 0.0010111773854959661 0.0011264908938146525 0.0011948060000821718 0.0013613539129297865 0.001486387559157319 0.0019372127033368963 0.001151514474300089 0.0013533236955708249
leaf_count=260 221 148 326 246 2133 265 169 142
internal_value=0 2.73434e-05 7.09257e-05 1.00824e-05 7.79468e-05 -1.15997e-05 0.000119127 -1.56461e-05
internal_weight=0 0.0111383 0.0100119 0.0084846 0.00728979 0.00592844 0.00444205 0.00329054
internal_count=3910 3689 3541 3281 2955 2709 576 407
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=7
num_cat=0
split_feature=4 42 133 15 160 1
split_gain=1.73466e-05 2.80895e-05 5.02308e-05 8.94691e-05 6.51575e-05 7.80261e-05
threshold=0.28937500000000005 0.086825000000000013 0.083815000000000014 0.024640000000000006 -0.025614999999999995 0.095575000000000007
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=0.023600610334533683 0.0083796198977087021 -0.01280739895524754 0.019333068174615449 -0.028076376078174703 -0.018939368349724994 0.01212355124967913
leaf_weight=0.0011742837620360739 0.0019981153675100597 0.0018702880502535829 0.0012283914697481134 0.0011334627676275301 0.0016698523396358154 0.0015679160981516994
leaf_count=293 426 1254 649 668 363 257
internal_value=0 -0.00195876 0.00103657 -0.0030163 0.00342167 -0.00389689
internal_weight=0 0.00864419 0.00677391 0.00554551 0.00441205 0.00323777
internal_count=3910 3484 2230 1581 913 620
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=8
num_cat=0
split_feature=49 3 16 4 52 15 0
split_gain=1.74251e-05 7.32042e-05 4.65177e-05 4.6058e-05 6.82141e-05 5.05525e-05 0.000103204
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 -0.034289999999999994 0.071660000000000015 -0.11739999999999999 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7
right_child=2 -3 3 5 -6 6 -8
leaf_value=0.023338467934315623 -0.020403419325869594 -0.0089201422582848248 -0.024706815098021761 -0.008547819115264272 0.0048398170630765246 0.041565605994752522 -0.0013349654910728443
leaf_weight=0.0013659351800288462 0.0012180042647996613 0.0014504753040181569 0.0013602238531097281 0.0011042157561997733 0.0018361242064151156 0.0010007585507886595 0.0012753821955356066
leaf_count=350 261 209 867 378 863 139 843
internal_value=0 0.00672501 -0.00245241 0.000872111 -0.00773392 0.00900967 0.0175273
internal_weight=0 0.00281641 0.00779471 0.0065767 0.00319635 0.00338036 0.00227614
internal_count=3910 559 3351 3090 1730 1360 982
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=9
num_cat=0
split_feature=52 15 2 0 52 457 15 42
split_gain=1.77441e-05 3.51642e-05 3.46481e-05 7.82258e-05 7.75105e-05 3.97459e-05 6.2498e-05 3.89187e-05
threshold=0.15091000000000002 -0.26361999999999991 0.10946500000000002 -0.13506999999999997 0.084890000000000007 0.084485000000000018 -0.07142999999999998 0.060615000000000009
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=0.018851039663037538 -0.012062372595262653 -0.012223581640641018 -0.007675228326335274 0.03027271566882174 -0.029395539972115914 -0.016847155199689101 0.004256360035678388 0.028724813872234002
leaf_weight=0.0010272159236997978 0.0010954053149880771 0.0014156292852421275 0.0011589472842554185 0.0010224621919512689 0.0010440481539785197 0.0010591279046686525 0.0016955872008084689 0.0010542047433441731
leaf_count=278 487 578 149 372 605 209 574 658
internal_value=0 0.00138044 -0.000743351 0.0101116 -0.00452076 0.000450089 0.0048482 0.013637
internal_weight=0 0.00947722 0.00845001 0.00218141 0.0062686 0.00522455 0.00416542 0.00274979
internal_count=3910 3423 3145 521 2624 2019 1810 1232
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=10
num_cat=0
split_feature=484 15 151 12 42 0 15 16 43
split_gain=0.000126062 4.26881e-05 7.53232e-05 8.9518e-05 9.61791e-05 0.000100509 9.16323e-05 0.000102291 4.14227e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 -0.036459999999999992 0.083815000000000014 0.012625000000000003 -0.040439999999999997 -0.088734999999999994 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -3
right_child=1 8 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00066702832743610661 -0.00024212084412760345 9.8288898895830551e-05 -0.00029930274376871691 0.00084132020973478477 -0.00012810934159666217 5.1861944436837985e-06 0.0011210427760744565 -9.0184385167353316e-06 -0.00044078475138715627
leaf_weight=0.0010227303949258944 0.0018588238935270864 0.0010132198683442764 0.0011624744412785512 0.0010588570211265145 0.0015534849295511816 0.0014348600263869547 0.0010020713449227637 0.0011183295144642212 0.0011936377260738638
leaf_count=627 442 560 345 193 444 177 109 222 791
internal_value=0 5.15983e-05 0.00011041 0.000199808 0.000293881 0.000435957 0.000630373 0.000404537 -0.000193283
internal_weight=0 0.0113958 0.0091889 0.00733008 0.0061676 0.00461412 0.00317926 0.00217719 0.00220686
internal_count=3910 3283 1932 1490 1145 701 524 415 1351
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=9
num_cat=0
split_feature=47 4 1 1 160 4 133 16
split_gain=1.76035e-05 4.62076e-05 6.45013e-05 6.10067e-05 4.48952e-05 5.25468e-05 5.44976e-05 5.75581e-05
threshold=0.11669500000000001 0.24280000000000004 0.11235500000000002 0.11215000000000001 0.084835000000000008 -0.0010999999999999996 1.0000000180025095e-35 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0075259878181324572 -0.012040243704963375 -0.0021213023002788797 0.030161280452146628 -0.02456163401922842 0.01801909688927375 -0.023431888678324481 -0.016170917263471526 0.023104412538018579
leaf_weight=0.0010475472474379753 0.0010919473531886903 0.0013140275571699787 0.0011699915277683585 0.001087287442994779 0.0012525635090008414 0.0010147305734287304 0.0011097130822942222 0.0014805339421193006
leaf_count=815 179 197 315 203 390 524 858 429
internal_value=0 0.00136828 0.013084 -0.0027937 0.00121437 -0.00330984 0.00230303 0.0104123
internal_weight=0 0.00947639 0.00248402 0.00699238 0.00590509 0.00465252 0.00363779 0.00252808
internal_count=3910 3731 512 3219 3016 2626 2102 1244
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=7
num_cat=0
split_feature=39 13 48 0 3 15
split_gain=1.72858e-05 5.19792e-05 4.81362e-05 5.50513e-05 0.0001372 7.59986e-05
threshold=0.005105000000000001 -0.23438999999999996 0.11119000000000002 -0.15291499999999997 -0.074234999999999982 -0.021529999999999997
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=0.018145890489237017 0.0089716840830547026 0.013779794937492294 -0.025210813612027084 0.018721643499617038 -0.03343029157402188 -0.010755617018995639
leaf_weight=0.0011327460848119765 0.0017789953489524652 0.0017026269286315125 0.0010043894276846963 0.0016956379922946326 0.0014096140711551642 0.0018064426449331079
leaf_count=170 459 222 140 790 591 1538
internal_value=0 -0.00184118 -0.00481285 -0.0017154 -0.00708678 0.00351669
internal_weight=0 0.00875146 0.00761871 0.00661432 0.00491169 0.00350208
internal_count=3910 3451 3281 3141 2919 2328
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=8
num_cat=0
split_feature=11 16 3 457 12 3 13
split_gain=1.65844e-05 3.72903e-05 5.78411e-05 3.88604e-05 4.65827e-05 0.000105115 8.20969e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.084485000000000018 0.051320000000000005 0.092005000000000017 -0.083924999999999986
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=-0.013077762486264216 -0.011428922510796375 0.026079055877683485 0.029176316986922846 -0.01679075880868686 0.012640623119550141 -0.0062954535567510172 -0.024289848467183486
leaf_weight=0.0015002111404696277 0.0011353260342613211 0.0010412874585586408 0.0016920576922161939 0.001063096854991296 0.0011570403763511391 0.0016500997831157024 0.0012546940632308494
leaf_count=394 279 117 371 204 659 251 1635
internal_value=0 0.00136939 0.00412748 0.000774398 0.00401976 0.0116631 -0.00657229
internal_weight=0 0.00935849 0.00785828 0.00681699 0.00575389 0.00334216 0.00241173
internal_count=3910 3631 3237 3120 2916 622 2294
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=11
num_cat=0
split_feature=484 151 4 4 4 151 15 12 3 2
split_gain=0.000119967 5.23765e-05 0.000107077 7.58061e-05 7.70264e-05 7.19465e-05 6.33731e-05 7.20004e-05 5.94959e-05 4.23037e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.25367000000000006 -0.0021099999999999995 -0.49269499999999994 -0.086249999999999979 0.05377500000000001 0.078515000000000015 0.10223 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 7 -6 -5 -4
right_child=1 2 9 8 6 -7 -8 -9 -10 -11
leaf_value=-0.00064312507125775342 0.00017295357675836174 -0.00030812861315684085 0.00021382980961129078 -2.4002627633940552e-05 0.00083264845839939089 -0.00049458558316687869 -8.8088131722237827e-05 0.0001334673944950603 -0.00062735914299865022 0.00076200493796402941
leaf_weight=0.0010465852951463345 0.0011091023354659543 0.0010371034406151886 0.0010394087495331212 0.0015895450730599161 0.0011543261488993766 0.0014097862695887512 0.0010768329328956282 0.0011115192168389245 0.0010391004133988857 0.0011293261187577948
leaf_count=627 294 153 150 487 140 238 1192 342 52 235
internal_value=0 4.97956e-05 0.000118539 7.19079e-07 0.000158702 -0.000200659 0.000303542 0.000489662 -0.000262509 0.000499281
internal_weight=0 0.0116961 0.00917716 0.00700843 0.00437978 0.00251889 0.00334268 0.00226585 0.00262865 0.00216873
internal_count=3910 3283 2751 2366 1827 532 1674 482 539 385
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=7
num_cat=0
split_feature=4 16 48 43 0 1
split_gain=1.80574e-05 3.6132e-05 4.76676e-05 5.12305e-05 2.72167e-05 4.91302e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 -0.00084499999999999994 -0.15291499999999997 0.11235500000000002
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=-0.018932018772567921 0.014262379886019458 0.011142383730972594 -0.026709527093601162 0.0081884138877361765 -0.014220822631163808 0.0095701384514456887
leaf_weight=0.0011247765180757512 0.0017592392436142799 0.0011874997009733183 0.0010774220208934291 0.0018293651797997132 0.0015586636266035126 0.0019589163270058731
leaf_count=1465 204 364 398 566 531 382
internal_value=0 -0.0041886 -0.00870435 -0.00213757 0.00410713 -0.000971798
internal_weight=0 0.00521906 0.00403156 0.00295414 0.00527682 0.00351758
internal_count=3910 2793 2429 2031 1117 913
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=8
num_cat=0
split_feature=49 15 3 12 52 52 2
split_gain=1.76702e-05 6.20385e-05 3.89255e-05 9.56498e-05 3.75451e-05 2.97013e-05 3.31058e-05
threshold=-0.029304999999999998 -0.040439999999999997 -0.078669999999999976 0.091555000000000011 -0.077699999999999977 0.10433000000000002 0.105395
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6
right_child=2 -3 4 -5 5 -7 -8
leaf_value=0.019683913473417566 0.0047769258944070489 -0.010550435160847664 0.019520938965318396 -0.03332567348751244 0.0017815497924407065 0.010983661168379327 -0.020538151760180659
leaf_weight=0.0015953237499815539 0.0014738608204775442 0.0011811500280051982 0.0010491880150200993 0.0011914026553114015 0.0015807758003794094 0.0012558288659220741 0.0011465563958635758
leaf_count=301 1383 258 299 564 468 403 234
internal_value=0 0.00682181 -0.00248401 -0.0122554 0.00269115 -0.00174191 -0.00760154
internal_weight=0 0.00277647 0.00769761 0.00266526 0.00503235 0.00398316 0.00272733
internal_count=3910 559 3351 1947 1404 1105 702
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=9
num_cat=0
split_feature=4 12 1 1 13 0 2 0
split_gain=1.93338e-05 3.5715e-05 6.19594e-05 3.90923e-05 3.54687e-05 2.2425e-05 2.0074e-05 4.64102e-06
threshold=0.17888000000000001 1.0000000180025095e-35 0.078340000000000007 0.094485000000000013 -0.034809999999999987 -0.12329499999999999 0.097360000000000016 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 6 5 -2 -1 -3 -6
right_child=4 2 -4 -5 7 -7 -8 -9
leaf_value=0.0044819358328208455 0.021228456971792171 -0.010059916099052699 -0.029704033335926385 0.01335936392044295 -0.0060305824850992833 -0.015917746099289854 0.0096248551504752068 0.0035856711172773149
leaf_weight=0.0010448225580443529 0.0010808144719204886 0.0010690869043664375 0.0011205835702520744 0.0020034367399348789 0.0010074891847735071 0.0011128059028660767 0.0010050947889237737 0.0010000653879854047
leaf_count=115 321 1421 838 346 103 203 392 171
internal_value=0 -0.00280496 -0.0107572 0.00330062 0.00662297 -0.00603929 -0.000521185 -0.00124024
internal_weight=0 0.00735583 0.00319477 0.00416107 0.00308837 0.00215763 0.00207418 0.00200755
internal_count=3910 3315 2651 664 595 318 1813 274
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=11
num_cat=0
split_feature=484 159 42 43 47 16 4 49 1 1
split_gain=0.000135219 4.93362e-05 8.0832e-05 8.82309e-05 6.72047e-05 8.24603e-05 8.82357e-05 5.62298e-05 3.5485e-05 3.02795e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 0.10561500000000001 0.15737500000000001 -0.078094999999999984 -0.029304999999999998 0.11026000000000001 0.097265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 9 -9 -8
right_child=1 -3 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00067786167166060483 -0.00050931558187302414 0.00036780873071703241 0.00060489304837343168 0.00049610560556774639 0.00041962357392023804 -0.00055949927003099992 -0.00011513959634708434 -0.00010752813735297799 -0.00059460223773366312 0.00036339691405263132
leaf_weight=0.001050905977716972 0.0010539700545555862 0.0016758333840593614 0.0010290768086327487 0.0011664101836084658 0.0012109568031051232 0.0011526936773299393 0.0010015358435290626 0.001332117007284354 0.0010118813066421865 0.001032407955398329
leaf_count=627 346 522 130 557 167 333 172 773 145 138
internal_value=0 5.64754e-05 4.2544e-06 6.48209e-05 -5.4593e-06 -8.23226e-05 1.68844e-05 -0.000110794 -0.000317793 0.00012776
internal_weight=0 0.0116669 0.00999105 0.00893708 0.007908 0.00669705 0.00554435 0.00437794 0.002344 0.00203394
internal_count=3910 3283 2761 2415 2285 2118 1785 1228 918 310
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=11
num_cat=0
split_feature=484 159 42 43 15 49 15 43 13 0
split_gain=0.00016095 5.85156e-05 7.24828e-05 9.93314e-05 5.70071e-05 0.000101625 0.000100799 4.6035e-05 3.61904e-05 1.76294e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 -0.03231499999999999 -0.006494999999999999 -0.089964999999999976 0.070805000000000021 -0.084184999999999996 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -7 -5 -10
right_child=1 -3 3 4 5 7 -8 -9 9 -11
leaf_value=-0.00073128416407026661 -0.00048975508729704343 0.00040021657931545407 0.00063664447684641306 -0.00033758876840264267 -0.0007159358224883499 -0.00023159412135701838 0.0005762605727285911 0.0003156128879759244 -8.5251799435278597e-05 0.0002740465976188696
leaf_weight=0.001075095365766685 0.0010234653576347034 0.0016789912867151398 0.001021608683525895 0.001151430682961847 0.0010391963015813927 0.0012909568566912564 0.001367586312187123 0.0010902690405399651 0.0010468167747583836 0.0010533310503272083
leaf_count=627 346 522 130 234 186 1011 390 144 84 236
internal_value=0 6.12936e-05 4.8664e-06 6.07341e-05 -1.24482e-05 -0.000204324 0.000129633 1.89503e-05 -5.82152e-05 9.49546e-05
internal_weight=0 0.0117637 0.0100847 0.0090612 0.00803959 0.00342042 0.00461916 0.00238123 0.00325158 0.00210015
internal_count=3910 3283 2761 2415 2285 1341 944 1155 554 320
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=9
num_cat=0
split_feature=484 159 47 3 12 2 151 4
split_gain=0.000134109 8.59943e-05 7.81536e-05 7.61348e-05 8.86912e-05 8.07022e-05 8.05672e-05 0.000113601
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11818000000000002 0.095775000000000013 0.086650000000000019 -0.0088999999999999982 -0.08100499999999998
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=-0.00067567428855066353 -0.00020260884355417425 0.00046282342444037077 0.00035942088271887857 -0.00046304951393624967 -0.00045988215891203853 -0.00015259709073864032 3.9314174677189552e-05 0.00092029341024344672
leaf_weight=0.0010471653498205788 0.0019225264234930964 0.001711662905469217 0.0017804312991015004 0.0017013317202826429 0.0012781774452203685 0.0010260018302029844 0.0010535598347304739 0.0012079605752944394
leaf_count=627 936 522 193 138 556 206 219 513
internal_value=0 5.68004e-05 -1.29063e-05 -9.38512e-05 2.9594e-06 0.000116508 0.000303126 0.000509877
internal_weight=0 0.0116817 0.00996999 0.00818956 0.00648823 0.00521005 0.00328752 0.00226152
internal_count=3910 3283 2761 2568 2430 1874 938 732
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=10
num_cat=0
split_feature=484 159 42 43 15 15 1 43 15
split_gain=0.000116973 7.05593e-05 8.91902e-05 9.62614e-05 6.72344e-05 0.000160085 8.30812e-05 7.53757e-05 4.8865e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 -0.052074999999999989 -0.089964999999999976 0.095350000000000018 0.070805000000000021 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -6 -5
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.00064355582070927471 -0.00055729181217699245 0.00042172022366906319 0.00062316897311064535 0.00020319987736895794 -0.00034082583331365718 0.0007906350076721879 -0.00064503970739393144 0.00034618527676807655 -0.00027926654534818904
leaf_weight=0.001000479721001246 0.0010210367029534284 0.001720576665112745 0.0010145104132117241 0.0014169076991094108 0.0012774104985675003 0.001105904970088575 0.0011715999094625736 0.001182243966819381 0.0018752788201319925
leaf_count=627 346 522 130 259 1016 267 307 141 295
internal_value=0 5.47751e-05 -7.95353e-06 5.40659e-05 -1.78405e-05 0.000145195 -0.000215305 -1.06109e-05 -7.16202e-05
internal_weight=0 0.0117855 0.0100649 0.00904386 0.00802935 0.00439809 0.00363125 0.00245965 0.00329219
internal_count=3910 3283 2761 2415 2285 821 1464 1157 554
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=9
num_cat=0
split_feature=484 159 47 3 15 16 2 2
split_gain=0.000118472 5.22455e-05 6.79699e-05 5.67084e-05 7.48319e-05 5.70457e-05 2.69859e-05 5.90146e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11818000000000002 -0.03231499999999999 -0.114825 0.10066500000000002 0.086130000000000012
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 6 -7 -8 -9
leaf_value=-0.00064962229082003568 0.00057000696780640128 0.00037612844042248384 0.00034530214899626478 -0.00040058515172695133 -0.00039212070396617608 1.3614653222179073e-05 -0.00046293256213585018 0.00025480774307466269
leaf_weight=0.0010190352863160132 0.0011476735033872647 0.0016049831528807844 0.0017370156275619735 0.001698086882565477 0.0011215975253907576 0.0018512762971548131 0.0010449506037382653 0.0010493423195220473
leaf_count=627 248 522 193 138 771 584 258 569
internal_value=0 4.85539e-05 -5.92848e-06 -8.30293e-05 3.73681e-06 0.000226541 -0.000204038 -7.94223e-05
internal_weight=0 0.0112549 0.00964994 0.00791293 0.00621484 0.00299895 0.00321589 0.00217094
internal_count=3910 3283 2761 2568 2430 832 1598 1340
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=8
num_cat=0
split_feature=4 12 0 47 4 3 15
split_gain=1.60131e-05 4.77981e-05 4.89238e-05 8.93574e-05 6.58583e-05 9.32935e-05 4.28057e-05
threshold=0.24280000000000004 0.098845000000000016 -0.017269999999999997 0.086425000000000016 -0.06272999999999998 0.090325000000000003 -0.15202999999999997
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=-0.018029002491303053 0.017909125309799285 -0.02230862507495214 0.015263113334387436 -0.029469036613568533 -0.0040870911061422332 0.033018260669558451 -0.0067170535767987127
leaf_weight=0.001093839884612818 0.0015098694723228408 0.0010423895447439976 0.001718540482131538 0.0011000029532089338 0.0016793285214308498 0.0011359709016782486 0.0013254913171886244
leaf_count=1132 333 506 276 306 1016 125 216
internal_value=0 -0.00238307 0.000704198 -0.00429069 0.00279432 0.0108849 0.00639673
internal_weight=0 0.00777007 0.00672768 0.00500914 0.00390914 0.0028153 0.00283536
internal_count=3910 3361 2855 2579 2273 1141 549
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 52 52 16
split_gain=3.28705e-05 7.59963e-05 8.89845e-05 4.6785e-05 0.000143406 7.72293e-05 6.92433e-05 0.000104031 5.6345e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.084240000000000023 -0.087604999999999988 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00025550797338276516 -0.00033604792280953535 0.00051204732512495057 -0.00055480544510601412 0.00075189320373503406 -0.00020399462716570667 -0.00039111097843841516 -0.00032876845377008906 0.00077756671437564007 0.00016669667937296888
leaf_weight=0.0011587514845659719 0.0010372647315631837 0.001124950751249877 0.001088118213251295 0.0012024615615880436 0.0012112094880289952 0.0018117367245461501 0.0011596630450387028 0.0011299055284639827 0.0011939420359414247
leaf_count=430 161 279 352 322 101 456 840 286 683
internal_value=0 2.89745e-05 -2.56102e-05 3.93254e-05 0.000272217 -4.77716e-05 8.62235e-05 0.000224411 0.000463715
internal_weight=0 0.0110807 0.00995579 0.00886767 0.00241367 0.006454 0.00464226 0.0034826 0.00232385
internal_count=3910 3749 3470 3118 423 2695 2239 1399 969
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=9
num_cat=0
split_feature=43 42 3 49 48 0 2 2
split_gain=1.69991e-05 4.73404e-05 8.68694e-05 3.86809e-05 5.24202e-05 5.26501e-05 7.08212e-05 2.03369e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.075954999999999981 0.090115000000000015 0.086125000000000021 0.0059850000000000016 0.10869000000000002 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.012079341549350782 0.0062770114643782658 -0.001969617571435797 0.034549664432752078 0.015057691324853729 -0.025019501236518013 -0.017455569136352052 -0.016162078578594551 0.025709730113611919
leaf_weight=0.0011165497937239872 0.0010741049862978166 0.0016600394212263315 0.0010719839591924571 0.0010031960633675044 0.0011792136001793681 0.001406956121098233 0.0010017946697193471 0.001080072702844236
leaf_count=510 404 842 472 289 230 212 218 733
internal_value=0 0.00526945 0.0123597 -0.00305949 -0.0062247 -0.00136749 0.0058047 0.0160203
internal_weight=0 0.00384857 0.00273202 0.00674534 0.00574214 0.00456293 0.00315597 0.00215418
internal_count=3910 1824 1314 2086 1797 1567 1355 1137
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 2 52 0
split_gain=0.000151427 4.91519e-05 6.35683e-05 6.91571e-05 0.000100988 5.39434e-05 9.54381e-05 4.93222e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.10113500000000002 -0.0066199999999999991 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00071474848946386849 -0.0001533974250372282 0.00037262255635259591 0.00034461899488258391 -0.00045881727128077875 -0.00049036582703752612 -0.00015878311972935478 0.00025853668400206432 0.00082386699966199861
leaf_weight=0.0010598540167416739 0.0013757063676555674 0.0016529476712890999 0.0017686984558830622 0.0014193308414022577 0.0012326362164670323 0.0017144677656231976 0.001436171684482122 0.0010110169145542344
leaf_count=627 345 522 193 368 227 345 1184 99
internal_value=0 5.94941e-05 7.51746e-06 -6.52884e-05 1.7215e-05 0.000130204 0.000259807 0.000492094
internal_weight=0 0.011611 0.00995803 0.00818933 0.00677 0.00553736 0.00382289 0.00244719
internal_count=3910 3283 2761 2568 2200 1973 1628 1283
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=8
num_cat=0
split_feature=52 48 4 160 52 13 1
split_gain=1.64551e-05 3.36638e-05 4.98825e-05 4.58714e-05 6.79198e-05 6.81385e-05 5.08837e-05
threshold=0.15091000000000002 0.096835000000000018 0.28937500000000005 -0.026849999999999995 -0.089799999999999977 -0.083514999999999992 0.090820000000000012
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=0.014359010651692556 -0.011590911588863183 0.01482257762404641 0.017142649797720618 -0.028482354019998792 0.013744312723996134 -0.00039375721730429918 -0.028103654361694937
leaf_weight=0.0010613216049484963 0.0011034543840273024 0.00154397973880135 0.001236437013995618 0.0012873738282629128 0.001641843692458205 0.0015746540142483655 0.0011442346772542389
leaf_count=510 487 329 348 606 437 928 265
internal_value=0 0.00131113 -0.00131431 -0.00471562 -0.00829988 -0.00234162 -0.0120554
internal_weight=0 0.00948984 0.00794586 0.00670943 0.00564811 0.00436073 0.00271889
internal_count=3910 3423 3094 2746 2236 1630 1193
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 12 0 0
split_gain=4.53131e-05 7.06564e-05 7.22254e-05 7.00126e-05 0.000124213 7.62827e-05 9.1741e-05 4.60003e-05 2.04446e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 -0.11524 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.00017955735518427379 -0.00040035079749580664 0.00049877641928444769 -0.00050123709625756211 0.00075871208597545032 -0.00012924412288199414 -0.00041356200882848332 0.00050188699571406708 -0.00049462919190781788 -0.00010155247009746778
leaf_weight=0.0012803193968809281 0.001032273821445222 0.0011084603071006673 0.0010825337597729122 0.0012240999192322487 0.0011988884482511519 0.0018052901408556971 0.0013061407188809538 0.0010007295774602481 0.0010347401251608436
leaf_count=192 161 279 352 322 101 456 680 1220 147
internal_value=0 2.92372e-05 -2.31618e-05 3.53151e-05 0.000319354 -7.17642e-05 6.17394e-05 -0.000111642 -0.000294807
internal_weight=0 0.0110412 0.00993274 0.00885021 0.00242299 0.00642722 0.00462193 0.00331579 0.00203547
internal_count=3910 3749 3470 3118 423 2695 2239 1559 1367
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=9
num_cat=0
split_feature=484 47 159 3 12 2 151 3
split_gain=0.000122372 5.54386e-05 9.63256e-05 6.86124e-05 8.307e-05 6.93526e-05 7.36895e-05 9.40767e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.11818000000000002 0.095775000000000013 0.086650000000000019 -0.0088999999999999982 -0.069909999999999986
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=-0.00066059833439477595 -0.00018801781502826307 0.00036069054976491045 0.00043686487510130167 -0.00045198226956344879 -0.00044936778969965983 -0.00015080784965172165 9.1231689932178209e-05 0.00090856339408889794
leaf_weight=0.0010147294074205103 0.0018979471444747226 0.0018496312646798943 0.0015529791004079653 0.0016575513345517346 0.0012855018662188151 0.0010135208357043546 0.0011105424440075689 0.0010565376966252329
leaf_count=627 936 213 502 138 556 206 546 186
internal_value=0 4.99197e-05 -1.01155e-05 -9.66507e-05 -4.1027e-06 0.000108605 0.000285607 0.000489713
internal_weight=0 0.0114242 0.00957458 0.0080216 0.00636405 0.00507855 0.0031806 0.00216708
internal_count=3910 3283 3070 2568 2430 1874 938 732
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=8
num_cat=0
split_feature=43 0 15 52 16 16 0
split_gain=1.80025e-05 3.64687e-05 7.90271e-05 3.17263e-05 8.46173e-05 4.24004e-05 3.15276e-05
threshold=-0.049504999999999987 -0.017269999999999997 -0.053579999999999996 -0.074484999999999982 -0.0083999999999999995 -0.09601999999999998 -0.15713499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.013722289029960697 -0.015534675793146536 0.020832999817063019 -0.02052230534718584 -0.013549362239012083 0.021963717107481032 -0.023029356351069577 0.0087487891024023365
leaf_weight=0.001597989176319137 0.0015848945637483959 0.001096734591030987 0.0011653309545336084 0.0010488332199038166 0.0013683506895660691 0.0011542494177004515 0.0016035588303836099
leaf_count=796 427 177 851 148 228 907 376
internal_value=0 0.00540434 -0.000719138 -0.00315541 0.00063587 -0.00703072 -6.85507e-05
internal_weight=0 0.00386005 0.00276332 0.00675989 0.00517499 0.00380664 0.00265239
internal_count=3910 1824 1647 2086 1659 1431 524
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=9
num_cat=0
split_feature=484 159 47 3 12 2 151 0
split_gain=0.000126264 4.66795e-05 6.64336e-05 4.99586e-05 7.97354e-05 6.65965e-05 5.16023e-05 0.000107349
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11818000000000002 0.095775000000000013 0.086650000000000019 -0.0088999999999999982 -0.053834999999999994
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=-0.00067053685312807752 -0.00017807171705030593 0.00035844423587368449 0.00034892227312450873 -0.00037849733508945406 -0.00043361324086212355 -8.0321771357929318e-05 0.00090087479346234896 2.7711484282251321e-05
leaf_weight=0.0010174460159715617 0.0018801216599383793 0.001622093139989538 0.0017178883726874363 0.001663253107829713 0.0012804245473634866 0.0010012183500377374 0.0010672067037071841 0.0010985811914966919
leaf_count=627 936 522 193 138 556 206 601 131
internal_value=0 5.05473e-05 -8.95031e-07 -7.60998e-05 3.388e-06 0.000114252 0.000287793 0.000457969
internal_weight=0 0.0113308 0.00970869 0.00799081 0.00632755 0.00504713 0.00316701 0.00216579
internal_count=3910 3283 2761 2568 2430 1874 938 732
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=7
num_cat=0
split_feature=1 4 3 39 4 0
split_gain=1.80812e-05 4.73994e-05 2.45102e-05 4.67424e-05 5.18116e-05 6.37288e-05
threshold=0.076710000000000014 -0.084009999999999987 0.11265500000000002 0.005105000000000001 0.074650000000000008 -0.10071499999999999
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=0.004225114144807641 0.0050868431526058279 -0.02065406473194396 -0.006895453051024682 0.023936458929527307 0.014125394355680627 -0.027325219873140624
leaf_weight=0.0017871810902384613 0.0015036863078133622 0.0013398953125846082 0.0019892773286508967 0.0011551796527008067 0.0018276250205733462 0.0010168543497257997
leaf_count=422 220 1586 301 344 203 834
internal_value=0 -0.00643516 0.00261766 0.00605633 0.00130611 -0.00798906
internal_weight=0 0.00312708 0.00749262 0.00550335 0.00434817 0.00252054
internal_count=3910 2008 1902 1601 1257 1054
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=9
num_cat=0
split_feature=484 484 42 43 0 51 16 4
split_gain=0.000130647 4.15394e-05 6.35434e-05 9.3627e-05 0.000101496 5.62603e-05 9.43561e-05 7.09337e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.06402999999999999 0.077145000000000005 -0.014099999999999998 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00067865577266611036 -0.00027007056530873702 -0.00031638984358024226 0.00014682152308260116 -0.0007210548213360911 0.00093094008324151839 0.00034130535179092644 0.00028005193662244076 -6.8622959590013347e-05
leaf_weight=0.0010043641507986789 0.0015374874459997334 0.0010271166808665114 0.0015273437367782877 0.0010152289203627326 0.0010858990095235373 0.0016200239138440828 0.0016830994448666821 0.0017365926736592724
leaf_count=627 953 367 508 485 165 225 358 222
internal_value=0 5.94711e-05 9.72984e-05 0.000162459 0.000472652 2.85836e-05 -8.56499e-05 -0.000309324
internal_weight=0 0.0112328 0.0102057 0.00866819 0.00261324 0.00605494 0.00443492 0.00275182
internal_count=3910 3283 2916 1963 673 1290 1065 707
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=8
num_cat=0
split_feature=52 160 0 1 16 0 12
split_gain=1.7519e-05 4.93019e-05 4.5292e-05 3.81658e-05 3.60389e-05 4.28337e-05 7.64905e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.15007499999999999 0.10305000000000002 -0.055679999999999993 -0.15713499999999997 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=-0.011609193922277649 -0.021218955302633912 -0.010501902061622905 0.0022997651248979354 0.027096399342073751 -0.011010335125054957 0.034244788842708894 0.00040837221779845652
leaf_weight=0.00107248511636085 0.0012209259293701185 0.0011196758586259387 0.0014514093634040888 0.0010845120857538863 0.0017678966442142919 0.0010404336897020233 0.0018668783211428122
leaf_count=96 924 141 719 375 260 240 1155
internal_value=0 -0.00295601 0.00561843 0.0129043 0.000891813 0.006117 0.0125173
internal_weight=0 0.00701581 0.00360841 0.00253592 0.00579488 0.00402699 0.00290731
internal_count=3910 2720 1190 1094 1796 1536 1395
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=10
num_cat=0
split_feature=48 48 51 160 12 4 0 42 13
split_gain=4.42357e-05 8.09772e-05 4.68101e-05 5.0746e-05 6.89546e-05 6.47465e-05 0.000107148 8.36193e-05 2.26413e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 -0.081069999999999989 -0.023959999999999995 0.074650000000000008 -0.11524 0.084100000000000022 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.00038477280522842481 -0.00039400494444940279 0.00053481916470742876 -0.00041093050019378439 -0.00046024496733595586 0.00027287267517694946 -0.00017596192501993395 0.00066676871344521662 -0.00057189286624367722 -8.7385855621651957e-05
leaf_weight=0.0012718757882679444 0.0010247352143721638 0.0011066996211333549 0.0010743867311222089 0.0012441926531723841 0.00119867224433337 0.0010251422259101707 0.0013359937450225874 0.0010877463474917352 0.0015227456345367307
leaf_count=602 161 279 352 332 126 126 179 860 893
internal_value=0 3.21596e-05 -2.48333e-05 2.29217e-05 -3.91499e-05 4.57606e-05 0.000300878 -0.000112375 7.12932e-05
internal_weight=0 0.0108675 0.00976076 0.00868637 0.00741449 0.0061703 0.00236114 0.00380916 0.00272142
internal_count=3910 3749 3470 3118 2516 2184 305 1879 1019
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=8
num_cat=0
split_feature=49 12 16 4 52 15 0
split_gain=1.63753e-05 7.16627e-05 4.68392e-05 4.23734e-05 6.54865e-05 5.71599e-05 7.83807e-05
threshold=-0.029304999999999998 0.085185000000000025 -0.45301499999999995 -0.034289999999999994 0.071660000000000015 -0.11739999999999999 -0.098179999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7
right_child=2 -3 3 5 -6 6 -8
leaf_value=-0.0056399278234730644 -0.020158519469819249 0.027541915808499906 -0.023809457967787964 -0.010012537023861229 0.0050706179068541598 0.038691107663056543 0.0012755151182632105
leaf_weight=0.0017768208942576999 0.0012472403543015067 0.0010271058323672382 0.0013677607365945371 0.0010872984739902433 0.0018432749544043036 0.0010063463527209095 0.0012620406415827809
leaf_count=370 261 189 867 378 863 151 831
internal_value=0 0.00651491 -0.00239339 0.000980808 -0.00723103 0.00883867 0.0178746
internal_weight=0 0.00280393 0.00781396 0.00656672 0.00321104 0.00335569 0.00226839
internal_count=3910 559 3351 3090 1730 1360 982
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 12 2 2
split_gain=0.000101552 4.18214e-05 7.34685e-05 0.000105626 9.12943e-05 0.000102942 7.55967e-05 7.09904e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 0.090715000000000018 0.10113500000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -4
right_child=1 -3 6 -5 5 -7 -8 -9
leaf_value=-0.00060650491424060293 0.00038991286925621428 0.00033103318387568535 -0.00034008923585890903 0.00065166520480801262 8.8940230283437839e-05 -0.00070476336197291807 -0.00048534900643683082 0.00030325659700133645
leaf_weight=0.001011933067461908 0.0014718830071686578 0.0016427418095116371 0.0011645729345392047 0.0012381719838858336 0.0016175484474336259 0.001027229680849529 0.0019198592218437598 0.0015202860581898184
leaf_count=627 180 522 492 285 387 249 296 872
internal_value=0 4.11703e-05 -6.64013e-06 0.000149527 -1.50184e-06 -0.000219334 -0.000188247 2.42017e-05
internal_weight=0 0.0116023 0.00995955 0.00535483 0.00411666 0.00264478 0.00460472 0.00268486
internal_count=3910 3283 2761 1101 816 636 1660 1364
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=10
num_cat=0
split_feature=484 159 12 15 15 49 4 0 16
split_gain=9.50028e-05 6.72222e-05 7.51189e-05 8.27246e-05 0.000107395 7.60724e-05 9.0996e-05 5.21037e-05 9.74844e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 -0.03231499999999999 -0.075094999999999981 -0.006494999999999999 -0.12499499999999999 -0.19631499999999999 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 -2 -9
right_child=1 -3 -4 5 -6 6 -8 8 -10
leaf_value=-0.00057826979151232158 -0.00027339323656938548 0.00041043719156810869 -0.00049994568562354504 -0.00061107797259822463 0.00071986049313281844 -0.0003487607417735666 0.00033079883453815276 0.00064873077883089716 -0.00014137527670539271
leaf_weight=0.0010076205016739106 0.0012552928904739362 0.0016940696212911872 0.0010815344564987237 0.0010598723972349076 0.0012312562939914016 0.0014796259605335698 0.0015524311051640536 0.0011035934683526801 0.0013166727737635587
leaf_count=627 95 522 123 184 266 203 1207 228 455
internal_value=0 4.90369e-05 -1.16993e-05 4.69817e-05 0.000218662 -0.000158888 -8.2223e-07 5.07682e-05 0.000218897
internal_weight=0 0.0117743 0.0100803 0.00899874 0.00490682 0.00409193 0.00303206 0.00367556 0.00242027
internal_count=3910 3283 2761 2638 1044 1594 1410 778 683
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=7
num_cat=0
split_feature=12 13 1 47 48 16
split_gain=1.60159e-05 4.63475e-05 4.43708e-05 3.86273e-05 5.53251e-05 9.22352e-05
threshold=0.11655500000000001 0.11202500000000001 1.0000000180025095e-35 0.09252500000000001 0.085875000000000021 -0.029944999999999996
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=-0.014547091072892411 -0.012015397614502337 0.018759759866359429 0.029733412283712263 -0.012053373065113233 -0.0087212741055570833 -0.0034350109912998335
leaf_weight=0.0019922187451132016 0.001011377932483422 0.0013019479612969486 0.0017645600925586106 0.0014078634682061783 0.0015783849538144835 0.0015973253427657313
leaf_count=1760 187 224 653 293 243 550
internal_value=0 0.00121214 -0.00152709 0.00255895 0.00672312 0.0139742
internal_weight=0 0.0096423 0.00834035 0.00634813 0.00494027 0.00336189
internal_count=3910 3723 3499 1739 1446 1203
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 15 151 2
split_gain=4.44132e-05 4.9978e-05 7.05754e-05 6.47879e-05 0.000114545 0.000103393 7.9468e-05 0.00010337
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.062769999999999979 -0.055679999999999993 -0.064869999999999983 -0.0088999999999999982 0.090420000000000014
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=-0.00039972582880733675 -0.00037432044617017685 0.00038621081032164659 0.00052349579832452011 -0.00024082827087753972 -0.0008362053114391553 -1.3927194964637234e-05 -5.8598176656074897e-06 0.00067079138114473221
leaf_weight=0.0010006650361065799 0.0017486195788004319 0.0013438506222957581 0.001014132099388193 0.0013128119729078225 0.0010001059972225153 0.0014264439620032972 0.0017726961638686572 0.001700820468550625
leaf_count=176 1899 164 216 183 229 295 500 248
internal_value=0 3.12333e-05 -1.65869e-05 5.9448e-05 -5.7972e-06 -0.00035283 0.00017014 0.000325465
internal_weight=0 0.0113195 0.00997563 0.00822701 0.00721288 0.00242655 0.00478633 0.00347352
internal_count=3910 3734 3570 1671 1455 524 931 748
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=7
num_cat=0
split_feature=52 160 0 16 2 16
split_gain=1.74597e-05 4.07668e-05 3.93128e-05 3.61712e-05 3.53271e-05 0.000111089
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.15007499999999999 0.24895000000000003 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3
right_child=1 4 3 -5 -6 -7
leaf_value=-0.010420054535677235 -0.019541903839065077 0.011730835447418913 0.022515501482620409 -0.0015999863001897607 0.011857756906700731 -0.021890062089427429
leaf_weight=0.0010778694029842367 0.0012229847125322787 0.001994587555071827 0.0014765961934565001 0.0010746243997822452 0.0018711802969139041 0.0019373339362627785
leaf_count=96 924 265 652 442 315 1216
internal_value=0 -0.00294924 0.00559244 0.0123576 0.000547607 -0.00483483
internal_weight=0 0.00702609 0.00362909 0.00255122 0.0058031 0.00393192
internal_count=3910 2720 1190 1094 1796 1481
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 12 4
split_gain=0.0001248 5.1624e-05 7.08551e-05 9.74225e-05 8.73237e-05 8.47597e-05 7.1653e-05 6.02735e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.006494999999999999 -0.029304999999999998 0.089745000000000005 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 -6
right_child=1 -3 4 -5 7 6 -8 -9
leaf_value=-0.00066169410610985733 0.00037880080386754311 0.00037255601600708928 -0.00063506261495014456 0.00063024526348557839 -0.00027668078249771714 5.9463744372617537e-05 -0.00059901030321543472 0.00024847819194295448
leaf_weight=0.0010374394068697517 0.0014795132322232172 0.0016222132724170299 0.0012123312862709667 0.0012397070773297525 0.001727618662102152 0.001566286271650324 0.0010689824488214099 0.0016358520153990034
leaf_count=627 180 522 206 285 215 371 265 1239
internal_value=0 4.82579e-05 -4.71945e-06 0.000148393 -0.000183887 3.21926e-06 -0.000207643 -2.12653e-05
internal_weight=0 0.0115525 0.00993029 0.00535449 0.0045758 0.00411478 0.00263527 0.00336347
internal_count=3910 3283 2761 1101 1660 816 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=8
num_cat=0
split_feature=151 4 52 42 43 2 2
split_gain=1.64182e-05 4.51511e-05 4.63663e-05 5.03509e-05 4.5577e-05 5.04117e-05 5.16567e-05
threshold=-0.084129999999999996 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.10113500000000002
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=-0.01038279858802048 -0.018455348258975733 0.016695722445595262 -0.021148459880906783 0.018208632409681739 -0.017898839065279292 0.023817449700240328 -0.0050632612980169734
leaf_weight=0.0013427466537060126 0.0010747213496209605 0.0016065643683741771 0.0010607382165413789 0.0018130670752464807 0.0012105400765369573 0.0010558238261655735 0.0014979898695825695
leaf_count=423 859 375 550 585 551 245 322
internal_value=0 0.00144472 -0.00173201 0.0013641 0.00518314 -0.00109048 0.0068769
internal_weight=0 0.00931944 0.00771288 0.00665214 0.00557742 0.00376435 0.00255381
internal_count=3910 3487 3112 2562 1703 1118 567
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=7
num_cat=0
split_feature=12 13 1 47 48 16
split_gain=1.60515e-05 4.25754e-05 3.96984e-05 3.64732e-05 4.75259e-05 7.6631e-05
threshold=0.11655500000000001 0.11202500000000001 1.0000000180025095e-35 0.09252500000000001 0.085875000000000021 -0.022939999999999999
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=-0.013747061396708962 -0.012021529959293868 0.018056442812043577 0.027416827006483974 -0.01174395269482964 -0.0077624327939751483 -0.0029167896510427695
leaf_weight=0.001985479459660368 0.0010117517126597775 0.0012991326068995416 0.0017851053046942027 0.0014069126494111999 0.0015835495778660684 0.0015611946584181359
leaf_count=1760 187 224 666 293 243 537
internal_value=0 0.00121984 -0.00140842 0.00245762 0.00651055 0.0132649
internal_weight=0 0.00962137 0.00832224 0.00633676 0.00492985 0.0033463
internal_count=3910 3723 3499 1739 1446 1203
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=9
num_cat=0
split_feature=158 50 159 42 16 16 151 4
split_gain=5.4513e-05 8.91061e-05 5.02506e-05 4.61844e-05 6.9919e-05 0.000115203 7.60526e-05 9.46496e-05
threshold=0.082560000000000008 0.086465000000000014 0.073745000000000019 -1.0000000180025095e-35 -0.0099649999999999982 0.16388500000000003 -0.0088999999999999982 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00029846292745832774 -0.00043483761202307278 -0.00051645883175587969 0.00048943844143914156 -0.00037628347255188894 0.00083697684927501979 1.9444521358178352e-05 -0.00015904699475814782 0.00048936192760160101
leaf_weight=0.0012688408565469959 0.0010030355610761267 0.0010002336474487982 0.0011159794035152668 0.0016540649155636165 0.0011316714237852303 0.0015991255396226628 0.00191468460541683 0.001579562928627378
leaf_count=698 457 689 337 235 373 369 531 221
internal_value=0 4.21917e-05 9.6633e-05 4.87137e-05 0.000104623 0.000358239 -2.99019e-05 0.000134064
internal_weight=0 0.0112642 0.0102639 0.00914795 0.00787911 0.0027308 0.00514831 0.00349425
internal_count=3910 3453 2764 2427 1729 742 987 752
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=8
num_cat=0
split_feature=11 16 3 1 15 4 4
split_gain=1.60426e-05 4.30697e-05 4.96002e-05 4.12476e-05 6.04007e-05 4.50429e-05 1.23417e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 0.053925000000000008 -0.10647999999999999
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=-0.014003814192582424 -0.011238019291809597 0.024396721939657702 -0.023986876241240043 0.019251348702681272 -0.0037442505645252813 -0.0033194326229095796 0.01167728146654382
leaf_weight=0.0015381153124646276 0.0011403120050781567 0.001061678742162459 0.0012681243916975934 0.0018886799149584116 0.0010740440820795614 0.0016623946884078767 0.0010040909821939883
leaf_count=394 279 117 1031 505 113 251 1220
internal_value=0 0.00131499 0.00427542 0.00117823 -0.00678811 0.0086851 0.00370696
internal_weight=0 0.00949713 0.00795901 0.00689733 0.00334626 0.00355107 0.00207814
internal_count=3910 3631 3237 3120 2364 756 1333
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=10
num_cat=0
split_feature=1 0 48 2 2 150 3 13 2
split_gain=3.63701e-05 8.60906e-05 3.81454e-05 8.88947e-05 3.66905e-05 3.44564e-05 0.000102933 0.000121518 5.28836e-05
threshold=0.076710000000000014 -0.070894999999999986 0.11930500000000001 0.11542500000000001 0.10113500000000002 0.090695000000000012 0.092005000000000017 -0.062819999999999987 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -3 6 7 -2 -9
right_child=2 4 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00060811516438994523 -0.0002254298787454938 0.00027696087099259546 -0.00028339726714639356 0.00062876091396080972 -0.00020105473118926467 -0.00027099125271254365 -0.00037255448749110031 0.00027772253211530532 0.0008470940181663604
leaf_weight=0.001142314735340098 0.0013301226845229019 0.0012604387626050466 0.0010266455556232146 0.0011222311198783247 0.0012099818594440758 0.0011864676092686738 0.001332840779926979 0.0015925919191938187 0.0010346155871483569
leaf_count=1642 518 105 136 299 261 143 179 406 221
internal_value=0 -0.00016299 7.13528e-05 0.000119281 4.28347e-05 3.10019e-05 9.87322e-05 0.000257463 0.000501946
internal_weight=0 0.00361274 0.00862552 0.00759887 0.00247042 0.00647664 0.00529017 0.00395733 0.00262721
internal_count=3910 2008 1902 1766 366 1467 1324 1145 627
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=9
num_cat=0
split_feature=160 49 3 49 0 0 0 0
split_gain=1.47645e-05 4.82306e-05 3.84098e-05 7.01589e-05 5.99201e-05 5.63313e-05 4.4771e-05 3.51759e-05
threshold=0.084835000000000008 -0.006494999999999999 -0.078669999999999976 1.0000000180025095e-35 -0.032484999999999993 -0.10303999999999998 -0.060094999999999989 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 6 4 5 -4 -3 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00099686256139485839 0.0086063720784835523 -0.022900617935682668 0.0095763082045061537 -0.01401988318566473 -0.003725806179605929 0.041148591581542937 0.005137305603029059 -0.026569175125151553
leaf_weight=0.0010077582276906308 0.0016707461679118353 0.0010763676454838694 0.00120837569186541 0.0011084012467847109 0.001143932856378193 0.0010615806312774744 0.0012094371479040569 0.0011537168562806414
leaf_count=197 498 1388 136 375 140 565 248 363
internal_value=0 -0.00163236 0.00249943 0.00783952 0.0149367 0.0243416 -0.00806553 -0.0146464
internal_weight=0 0.00896957 0.0068081 0.00452229 0.00341389 0.00226996 0.0022858 0.00216148
internal_count=3910 3412 2852 1216 841 701 1636 560
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=8
num_cat=0
split_feature=49 2 12 4 3 3 2
split_gain=1.57052e-05 3.52791e-05 3.11188e-05 7.41099e-05 4.63114e-05 4.19525e-05 4.89854e-05
threshold=0.093425000000000022 0.114165 0.093125000000000013 0.08734500000000002 -0.084129999999999996 -0.010319999999999998 0.086245000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.023679996773134072 0.010545506040358824 0.013227844310035817 -0.012185383848442345 0.022799441831655009 0.013977274412368705 0.0048583371889511151 -0.020676843703872863
leaf_weight=0.0014228584646840872 0.0012420136302349347 0.0013983151156639175 0.0012004116053716644 0.0012217918254583231 0.0010988964650001576 0.0014004104448132665 0.001620682427157457
leaf_count=876 541 427 637 85 912 189 243
internal_value=0 -0.00142206 -0.00399394 0.00546143 -0.0081259 -0.00275422 -0.00884016
internal_weight=0 0.00936337 0.00796505 0.0024222 0.00554285 0.00411999 0.00302109
internal_count=3910 3369 2942 722 2220 1344 432
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=9
num_cat=0
split_feature=484 42 151 4 0 48 42 3
split_gain=0.000122978 4.18824e-05 3.96267e-05 6.35486e-05 9.35234e-05 0.000151504 9.89229e-05 6.25166e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.086065000000000016 0.084100000000000022 -0.015794999999999997
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=-0.00065890147555810986 -0.00023630415288566212 -0.00022887754646916462 -0.00038526336011830828 0.00050965679883519346 0.00064857413133381889 0.00084327796145004189 -0.00033904682529509221 2.9334336846109058e-05
leaf_weight=0.0010124142410749817 0.001628836792894591 0.0012056940242038223 0.0013838971811626832 0.0015513837675770713 0.0010013312837970547 0.0010802251547368264 0.0017452008539897124 0.0016758705686250211
leaf_count=627 987 278 111 313 202 273 959 160
internal_value=0 5.45112e-05 0.000103631 0.000151143 7.03778e-05 0.00018497 2.41709e-05 0.000260943
internal_weight=0 0.0112724 0.0096436 0.00843791 0.00688653 0.00550263 0.0044224 0.0026772
internal_count=3910 3283 2296 2018 1705 1594 1321 362
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=8
num_cat=0
split_feature=49 15 42 15 52 16 1
split_gain=1.62417e-05 6.10572e-05 5.31332e-05 4.15941e-05 3.40201e-05 8.06174e-05 5.27253e-05
threshold=-0.029304999999999998 -0.040439999999999997 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.095575000000000007
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=0.019185975053029842 -0.014694248690823529 -0.010683311813631233 -0.022255838829470947 0.0002271698109946074 0.020293820609871113 -0.020307972976070149 0.0285330684704517
leaf_weight=0.0016125103014176245 0.0013394883442612825 0.0011889752373643973 0.0011459866822651019 0.0019124759753380417 0.0011447092863344898 0.0012594937251261058 0.0010032738499977667
leaf_count=301 301 258 756 1348 373 408 165
internal_value=0 0.00650919 -0.00236681 0.00105578 0.00502142 0.000834244 0.00996688
internal_weight=0 0.00280149 0.00780543 0.00665944 0.00531995 0.00417524 0.00291575
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=9
num_cat=0
split_feature=2 13 13 150 2 4 2 3
split_gain=3.4266e-05 6.24876e-05 5.94631e-05 5.27213e-05 4.95122e-05 6.20837e-05 4.756e-05 6.65635e-05
threshold=0.097940000000000013 -0.088444999999999982 -0.089899999999999994 0.087235000000000021 0.086915000000000006 -0.0010999999999999996 0.11230000000000001 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -4 -8
right_child=2 3 6 -5 -6 -7 7 -9
leaf_value=-0.00048928255965905213 0.00038931175414867866 0.00051059548400541168 0.00023908751014729842 -0.00037698111374029477 -0.00028178348758553241 -3.3276301068657212e-05 0.00011146362280596525 -0.00059013929551654781
leaf_weight=0.0012515704667579114 0.0019525791617878742 0.0014846899714568529 0.0014190259207362676 0.0011433265381601727 0.0010111438945199698 0.0017677231831069425 0.001079642031533665 0.0010027628823918722
leaf_count=452 261 988 435 192 813 283 412 74
internal_value=0 -9.44746e-05 0.000115145 -3.0856e-06 9.71792e-05 0.000214995 -3.77439e-05 -0.000226387
internal_weight=0 0.00665845 0.00545401 0.00540688 0.00426356 0.00325241 0.00350143 0.0020824
internal_count=3910 2728 1182 2276 2084 1271 921 486
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=8
num_cat=0
split_feature=2 13 13 2 150 2 47
split_gain=1.70435e-05 5.90244e-05 4.47482e-05 4.71011e-05 4.08361e-05 3.34912e-05 5.38588e-05
threshold=0.097940000000000013 -0.088444999999999982 -0.089899999999999994 0.11230000000000001 0.087235000000000021 0.084235000000000018 0.086425000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.024578066477939215 0.017407445961700092 0.027218242471416205 0.012298587456151065 -0.012971907603144978 -0.016612003407338156 -0.0069309543165594666 -0.0026149682146821129
leaf_weight=0.0010942897245851168 0.0017038180840503389 0.0012671662012276996 0.001234103545169604 0.0018331896599239601 0.0010129634017726988 0.0012980276363990734 0.001158284984685171
leaf_count=452 261 693 435 486 192 1175 216
internal_value=0 -0.0036459 0.00441341 -0.0028045 0.00119018 0.00603323 0.0129713
internal_weight=0 0.00583073 0.00477111 0.00306729 0.00473644 0.00372348 0.00242545
internal_count=3910 2728 1182 921 2276 2084 909
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=8
num_cat=0
split_feature=49 12 42 15 0 16 13
split_gain=1.61074e-05 5.90376e-05 4.30142e-05 3.63133e-05 5.58547e-05 5.11763e-05 0.000141567
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.038029999999999987 -0.10131499999999999 -0.013279999999999998 -0.028919999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7
right_child=2 -3 -4 5 -6 6 -8
leaf_value=-0.0045180842915095373 0.0026011216028800485 0.025668580326501874 -0.020262362630948154 -0.010268339270413054 -0.026031156058957811 -0.013711497277889464 0.034746626681801056
leaf_weight=0.0017761892433109351 0.0019456181234713615 0.0010199099866305213 0.0011442577230483071 0.0011264554269892497 0.0010484658200559762 0.0010041281982085227 0.0015086903435368802
leaf_count=370 319 189 756 950 723 277 326
internal_value=0 0.00649286 -0.00235681 0.000731905 -0.00742531 0.00744296 0.0153826
internal_weight=0 0.0027961 0.00777762 0.00663336 0.00299408 0.00363927 0.00251282
internal_count=3910 559 3351 2595 1042 1553 603
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 12 0 0
split_gain=0.000119186 4.75501e-05 8.82703e-05 8.39139e-05 8.63229e-05 5.13456e-05 7.28207e-05 4.47061e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.090385000000000007 -0.12329499999999999 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00065460149964253437 0.00027960851292485286 0.00036255211212684875 0.00039495064209223082 -0.00052163312300689717 -0.00047391905617283087 0.00045541606998462193 -0.00050970914719824611 4.3874384253566222e-05
leaf_weight=0.0010021234604207048 0.0019705395885751182 0.0016136064323450236 0.001778324673630525 0.0014129767651720375 0.0011914095340668299 0.0012619936757437659 0.0011383737567281116 0.0011055727376013777
leaf_count=627 222 522 193 368 227 623 980 148
internal_value=0 5.05246e-05 -5.43457e-07 -8.75783e-05 4.40124e-06 0.00010846 4.56674e-06 -0.000236963
internal_weight=0 0.0114728 0.00985919 0.00808087 0.00666789 0.00547648 0.00421449 0.00224395
internal_count=3910 3283 2761 2568 2200 1973 1350 1128
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=8
num_cat=0
split_feature=42 43 3 49 457 13 15
split_gain=1.75483e-05 3.47762e-05 7.98642e-05 3.54901e-05 4.90154e-05 8.33579e-05 8.50828e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.089305000000000009 0.069705000000000003 -0.10939499999999998 -1.0000000180025095e-35
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=-0.010350202531003759 -0.0026086986466608516 0.0070443292144560538 0.032528321174563411 0.014776985265744292 0.01273527661229166 -0.0063787268828975272 -0.042919826065840161
leaf_weight=0.0014225968534236641 0.0016624712101225342 0.0016496095305199277 0.0010589031467001114 0.001010751944623637 0.0011451433916534713 0.0015243385609557986 0.0010948894326064144
leaf_count=1060 847 241 486 183 146 195 752
internal_value=0 0.00158883 0.0110633 -0.00242435 -0.00563572 -0.0105639 -0.0216536
internal_weight=0 0.00914611 0.00272137 0.00642473 0.00541398 0.00426884 0.00261923
internal_count=3910 2850 1333 1517 1334 1188 947
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=8
num_cat=0
split_feature=151 4 52 42 48 15 52
split_gain=1.6077e-05 5.15874e-05 4.60726e-05 4.40382e-05 4.74542e-05 7.75702e-05 6.25492e-05
threshold=-0.084129999999999996 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 0.085575000000000012 -0.0071449999999999994 0.071660000000000015
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=-0.010338002550351189 -0.017458867055285775 0.017813970532317949 -0.021421038561128519 -0.023132774265731206 0.020293077501579992 -0.0042300803318931143 0.025560638682617976
leaf_weight=0.0013204304042306889 0.001065888730869137 0.0015949950310391843 0.0010493206607729982 0.0011240542961600567 0.0014473778748087937 0.0017500197785675978 0.0011800234320578822
leaf_count=423 859 375 550 435 332 667 269
internal_value=0 0.00146066 -0.00196385 0.00114498 0.0047494 -0.000799948 0.00776761
internal_weight=0 0.00921168 0.00761668 0.00656736 0.00550148 0.0040541 0.00293004
internal_count=3910 3487 3112 2562 1703 1371 936
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=10
num_cat=0
split_feature=41 157 160 42 49 160 12 12 1
split_gain=3.46598e-05 4.97763e-05 8.37562e-05 8.44187e-05 6.15431e-05 7.93613e-05 6.65457e-05 0.000127404 5.84334e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089635000000000006 0.087825000000000014 0.10058500000000002 0.051320000000000005 0.096230000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.00041608317200655319 -0.00035372875090071589 -0.00045070969344838659 -0.00043642535246275977 0.00031697329584872113 0.0005766209775080796 -0.00040340691069843196 -0.00021927387641277528 0.00072662912354577497 -0.00033389408183055812
leaf_weight=0.0011302368535423711 0.0010067092184222757 0.0014654032134230463 0.001144992157034389 0.0010531668149758172 0.0010454503924957588 0.0011454151804001266 0.001262122274070545 0.0015656641672369435 0.0010682089914692029
leaf_count=498 224 809 841 77 220 249 131 592 269
internal_value=0 2.65537e-05 -1.85993e-05 5.78297e-05 0.00013709 6.16934e-05 0.000169334 0.00030236 -1.0768e-05
internal_weight=0 0.0108807 0.00975042 0.00828502 0.00714003 0.00609458 0.00494916 0.00368704 0.00212138
internal_count=3910 3686 3188 2379 1538 1318 1069 938 346
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=7
num_cat=0
split_feature=51 52 52 151 2 16
split_gain=1.63552e-05 2.93463e-05 5.6806e-05 3.77177e-05 5.37885e-05 8.50114e-05
threshold=-0.09021499999999999 -0.087604999999999988 -0.048794999999999991 -0.0008699999999999999 0.11005500000000001 -0.15168999999999996
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=0.0097687163291554843 -0.01669604914648818 0.019812723008194023 -0.01923722520803172 0.0092677533638208971 0.015154789978825009 -0.020850794427569444
leaf_weight=0.0014684167599346093 0.0011285219546822512 0.001281949472597568 0.0011987777221230357 0.0018109669561411665 0.0016926649379064903 0.0019422244215026459
leaf_count=515 508 289 346 301 336 1615
internal_value=0 -0.00160853 0.000539502 -0.00317888 0.000355987 -0.00631818
internal_weight=0 0.00905511 0.00792658 0.00664463 0.00544586 0.00375319
internal_count=3910 3395 2887 2598 2252 1916
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 4
split_gain=3.3195e-05 7.17948e-05 7.1879e-05 6.599e-05 7.15483e-05 4.76478e-05 8.41062e-05 0.000114607 3.50966e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00061158367285008757 -0.00046236740527559947 0.00038990654087511019 -0.00054769061346995863 0.00031582037577578172 -0.00032202496890047848 -0.00042103615671580479 -0.00046220463048948811 0.00069045563030730004 0.00016107105421003855
leaf_weight=0.0010978410452948915 0.0010147836817951854 0.0010722352985496732 0.0014473236498798022 0.0013884608532917621 0.0011262836280218119 0.001145599728979086 0.0010369359086215141 0.0011182070365902798 0.0011880553397644481
leaf_count=214 161 279 419 424 1508 364 130 200 211
internal_value=0 -9.11788e-05 -0.0001452 -7.3295e-05 -0.000153777 -6.42686e-05 2.71767e-05 0.000175014 -7.40298e-05
internal_weight=0 0.0106209 0.00954871 0.00810138 0.00671292 0.00561508 0.00446948 0.00343255 0.00231434
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=10
num_cat=0
split_feature=484 484 159 42 43 3 12 1 16
split_gain=9.7011e-05 4.28458e-05 5.26089e-05 7.22904e-05 7.9089e-05 0.000136047 4.97447e-05 0.000103683 9.16545e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.073745000000000019 -0.089024999999999979 -0.074254999999999988 -0.078669999999999976 0.10058500000000002 0.09112000000000002 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -9
right_child=1 -3 -4 4 6 -7 -8 8 -10
leaf_value=-0.00058932935324963222 -0.00045822225101721639 -0.00033706873915009046 0.00049782077365618529 -3.3045511873906115e-05 0.00042106117432197274 0.00088739319253006198 -0.00040526945062462484 -0.00046627491929044507 0.00024433168809640535
leaf_weight=0.0010068110798048301 0.00101283988989975 0.0010238515164384685 0.0010575169697700998 0.0013452349160124125 0.0018496526851281606 0.0011410846330185626 0.0010934714256771302 0.0016954833640542379 0.0011859658098080858
leaf_count=627 331 367 393 395 801 253 249 200 294
internal_value=0 4.56156e-05 8.33579e-05 3.63486e-05 9.66215e-05 0.000389385 -2.83499e-05 5.87653e-05 -0.000173799
internal_weight=0 0.0114051 0.0103812 0.00932373 0.00831089 0.00248632 0.00582457 0.0047311 0.00288145
internal_count=3910 3283 2916 2523 2192 648 1544 1295 494
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=8
num_cat=0
split_feature=0 49 457 3 12 4 0
split_gain=1.53636e-05 3.55275e-05 5.18808e-05 4.27509e-05 8.85441e-05 4.5056e-05 2.57977e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.090325000000000003 0.080120000000000011 0.08734500000000002 -0.14808999999999997
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=-0.017794709696463715 0.00831475919680651 0.022621591292344184 0.019743383031258617 -0.025428689800332527 -0.020997395704382638 0.0049969979439679867 -0.0037569584157417799
leaf_weight=0.0012060955623207905 0.0017879964108420731 0.0014854469378662583 0.0012015048369803548 0.0010588337870066182 0.0013175114805362587 0.0013500738588485472 0.0011413818591984393
leaf_count=256 255 426 268 107 2186 226 186
internal_value=0 -0.0018569 0.000687523 -0.00291626 0.00305444 -0.00784155 -0.0141863
internal_weight=0 0.00876085 0.00755475 0.00635325 0.00415303 0.00266759 0.00220022
internal_count=3910 3655 3399 3131 2838 2412 293
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=9
num_cat=0
split_feature=484 159 47 43 43 3 2 4
split_gain=0.000152412 7.87166e-05 9.8005e-05 6.6305e-05 8.24287e-05 8.38754e-05 8.88705e-05 0.000102354
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 -0.15648499999999999 -0.080894999999999981 0.11818000000000002 0.099015000000000006 -0.0025899999999999994
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=-0.00073350964425798043 0.00033320695043882037 0.00045305015768190083 0.00040268275787103775 -0.00066682606497149132 0.00034406520338306691 -0.00045761693143718719 0.00047191165337898502 -0.00042560884556068409
leaf_weight=0.001018460414452498 0.0011596286048576841 0.0016586177407450177 0.0018203547572945089 0.0010957578113952766 0.0010691994466893444 0.0016357127331242749 0.0013875007560515845 0.0017540404695655179
leaf_count=627 205 522 193 504 990 132 428 309
internal_value=0 5.76614e-05 -8.43271e-06 -0.000100804 -0.000173301 -8.08033e-05 6.55744e-05 -0.000134123
internal_weight=0 0.0115808 0.00992219 0.00810184 0.00694221 0.00584645 0.00421074 0.00282324
internal_count=3910 3283 2761 2568 2363 1859 1727 1299
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=11
num_cat=0
split_feature=158 50 150 150 151 4 15 12 12 16
split_gain=3.6498e-05 6.27554e-05 6.61833e-05 6.3288e-05 0.000102337 8.75948e-05 8.793e-05 7.95231e-05 0.000139818 4.22487e-05
threshold=0.080045000000000019 0.084340000000000012 0.11315500000000002 0.08486500000000001 -1.0000000180025095e-35 0.27020000000000005 -0.07142999999999998 0.098845000000000016 0.091405000000000014 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0004719636351904431 -0.00035932577259298982 -0.00042981186108787911 -0.00036985449193266591 0.00057398673764573623 -0.00044011304129054271 0.00069732196434703895 0.00027427520514205616 -0.0003048039381717165 0.00089822723429760067 -0.00023565826334827323
leaf_weight=0.0011377071936434302 0.0010065247500145149 0.0010334110357460005 0.0011303424738153779 0.0011007817573598479 0.0010588648872770275 0.0010065025902671176 0.001544088715285742 0.0010023639927770256 0.0011152302012000584 0.001049062207051186
leaf_count=291 472 701 156 245 365 214 707 257 333 169
internal_value=0 3.05027e-05 7.73925e-05 0.000133473 7.21991e-05 0.000163564 7.04503e-05 0.000185213 0.000317663 6.7981e-05
internal_weight=0 0.0111784 0.0101449 0.0090146 0.00791382 0.00677611 0.00576961 0.00471075 0.00370838 0.00259315
internal_count=3910 3438 2737 2581 2336 2045 1831 1466 1209 876
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=10
num_cat=0
split_feature=484 15 4 12 47 12 15 42 2
split_gain=0.000135585 4.51598e-05 4.86836e-05 4.80661e-05 0.000102663 8.69026e-05 4.64027e-05 6.80704e-05 4.44084e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.0017649999999999999 -1.0000000180025095e-35 0.09252500000000001 0.085775000000000004 -0.021529999999999997 0.078965000000000021 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00069362048632214232 0.00041897832483451527 0.0004429396810310646 -0.00046517131537592802 0.00046218763076275298 -0.00051953902510841379 -0.00026228249753090875 0.00041875915568961235 -0.00038671203410999444 -0.0001076387190204437
leaf_weight=0.0010060345924253452 0.0011893893196030453 0.0014768787190962895 0.0011957441102856286 0.0016955961151885006 0.0011014840123697786 0.0010192252793232331 0.0015106890206153427 0.0010620028379833011 0.0010405876491442565
leaf_count=627 278 512 180 180 140 357 669 772 195
internal_value=0 5.759e-05 1.50418e-05 -0.000122132 -1.46491e-05 0.0001902 0.000150111 3.04206e-05 0.000204058
internal_weight=0 0.0112916 0.0101022 0.00501205 0.00381631 0.00271482 0.00509016 0.00361328 0.00255128
internal_count=3910 3283 3005 857 677 537 2148 1636 864
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=8
num_cat=0
split_feature=2 13 150 13 2 3 0
split_gain=1.47756e-05 5.03047e-05 4.29113e-05 3.51756e-05 4.01379e-05 3.24345e-05 2.18005e-05
threshold=0.097940000000000013 -0.088444999999999982 0.087235000000000021 -0.089899999999999994 0.11230000000000001 -0.016619999999999996 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 -3
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.022864599279277795 0.015527505457807921 0.0039188897423288087 -0.017288369976087584 0.011652978512095638 -0.011686055138246738 -0.0044656889144208036 0.024475478334247264
leaf_weight=0.001090754504886703 0.0017032992992989451 0.0010225897024744878 0.0010141038046425337 0.0012249073396752193 0.0018494180807929264 0.0016666857962766893 0.0010411755340396789
leaf_count=452 261 1639 192 435 486 272 173
internal_value=0 -0.00350009 0.00095174 0.00399977 -0.00238705 0.00591022 0.0142897
internal_weight=0 0.00583531 0.00474455 0.00477762 0.00307433 0.00373045 0.00206377
internal_count=3910 2728 2276 1182 921 2084 1812
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 2 49 3
split_gain=0.000119469 6.75867e-05 7.11601e-05 9.55893e-05 8.74369e-05 6.08824e-05 5.77485e-05 3.98789e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 0.096540000000000015 -0.006494999999999999 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 -8
right_child=1 -3 6 -5 5 -7 7 -9
leaf_value=-0.00065097602344340287 0.00039237613076623183 0.00041582836908806364 -0.0005529744024811321 0.00062770970490325063 -0.00051340595638165788 8.7953520238590789e-05 -0.00024207045345722367 0.0001889529368555204
leaf_weight=0.0010021850390357087 0.0014231049226927188 0.0016998673638995024 0.0012139800897779068 0.0012251214753322467 0.0012942211139197295 0.0012948445743286756 0.0018905085348084009 0.0014646612809982777
leaf_count=627 180 522 206 285 335 301 1366 88
internal_value=0 5.48836e-05 -7.68329e-06 0.000148328 1.9485e-06 -0.000212654 -0.000186508 -5.39121e-05
internal_weight=0 0.0115063 0.00980644 0.00523729 0.00401217 0.00258907 0.00456915 0.00335517
internal_count=3910 3283 2761 1101 816 636 1660 1454
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=9
num_cat=0
split_feature=12 13 16 2 2 48 1 48
split_gain=1.44321e-05 3.55356e-05 3.73973e-05 3.46002e-05 7.23466e-05 4.3402e-05 3.88594e-05 2.96867e-05
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.099015000000000006 0.11230000000000001 0.085875000000000021 0.085835000000000009 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.012741374294718881 -0.011483477901110449 0.016499740974668574 -0.016969931444033411 0.030725652691929825 0.010696614922406542 -0.022520634269791437 0.011039308499399601 -0.013103675578119055
leaf_weight=0.0011445462479725073 0.0010097399237664938 0.0012940411019689456 0.0012892727061969466 0.0010532817729886242 0.0010313590516886394 0.0010160580203321091 0.0017194180355017794 0.0010655179416960352
leaf_count=1298 187 224 530 266 262 310 683 150
internal_value=0 0.00108399 -0.00131384 0.00155735 0.00934322 -0.00476394 0.00153567 -0.00139739
internal_weight=0 0.00961349 0.00831945 0.00703018 0.00315016 0.00388002 0.00286396 0.00209688
internal_count=3910 3723 3499 2969 678 2291 1981 412
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=8
num_cat=0
split_feature=52 15 147 151 52 13 16
split_gain=1.61342e-05 5.12762e-05 2.77406e-05 7.86529e-05 4.94649e-05 5.43326e-05 3.48182e-05
threshold=-0.081429999999999989 -0.053579999999999996 1.0000000180025095e-35 -0.0088999999999999982 0.11588000000000002 -0.092584999999999987 -0.083564999999999987
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=0.021600612676355935 -0.029696121568963903 -0.0063528802473231507 0.012438576326033585 0.019462697727163199 -0.018191075481135667 0.0092766101984388411 -0.012556283936439462
leaf_weight=0.0012294114339577735 0.0010639760145610792 0.0014074527159602768 0.001094599538149393 0.0016027014821180289 0.0012007647260624064 0.0012630476660911399 0.0017321856747642998
leaf_count=464 314 507 165 288 569 672 931
internal_value=0 0.00668016 -0.00234553 -0.0047036 -0.00011784 0.00460204 -0.00334966
internal_weight=0 0.00263686 0.00795728 0.00686268 0.0057987 0.00459793 0.00299523
internal_count=3910 971 2939 2774 2460 1891 1603
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=11
num_cat=0
split_feature=484 1 12 43 2 47 15 2 48 13
split_gain=0.000111945 7.36782e-05 0.000137943 8.08695e-05 9.5671e-05 8.57701e-05 7.09798e-05 0.000100152 5.8584e-05 3.40581e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 -0.074254999999999988 0.084235000000000018 0.077735000000000012 -0.033649999999999992 0.10113500000000002 0.08593000000000002 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -5 -6
right_child=1 -3 -4 5 9 -7 7 -9 -10 -11
leaf_value=-0.00062739170627100819 0.00072794148073834569 0.00055340657062778482 -0.00069107516007841329 0.00067797013289049414 -0.00020290622512109257 -0.00048466478114166794 0.00014735166876968131 -0.00061930305651729689 8.3504154453640672e-06 0.00029118497655483114
leaf_weight=0.0010320939965658632 0.0013119423920351014 0.0010065642966415036 0.0010099980786170372 0.0010056827160076121 0.0010233100671696797 0.0014297930239758044 0.0017504240121871493 0.001046950736302522 0.0010036083308236072 0.0011271944987215467
leaf_count=627 356 216 116 269 392 216 1005 221 147 345
internal_value=0 4.62158e-05 -1.45673e-06 7.03569e-05 0.000310648 -6.30516e-05 6.23616e-05 -0.000139578 0.000343506 5.60734e-05
internal_weight=0 0.0117155 0.0107089 0.00969891 0.00346245 0.00623646 0.00480667 0.00279737 0.00200929 0.0021505
internal_count=3910 3283 3067 2951 1093 1858 1642 1226 416 737
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=8
num_cat=0
split_feature=2 3 48 2 52 13 3
split_gain=1.55976e-05 7.51254e-05 2.38039e-05 4.08472e-05 5.78774e-05 6.47555e-05 8.383e-05
threshold=0.11462500000000002 0.12046500000000002 0.088875000000000023 0.10113500000000002 -0.092854999999999979 -0.083514999999999992 -0.00088499999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.020942345493287565 0.02656827127099038 -0.011456599964102176 0.0093743221819408175 -0.018537331803067041 0.024434645739767009 -0.015029947661239718 0.019193991019660146
leaf_weight=0.0010868251710319052 0.0010455563504730202 0.0010328357682361864 0.0015155498698343501 0.001590474885370269 0.0012163349284023193 0.001998713339627482 0.001114970964608864
leaf_count=409 411 188 396 376 688 1318 124
internal_value=0 0.0076722 -0.00198943 -0.0044472 -0.000310101 0.00486855 -0.00277479
internal_weight=0 0.00207839 0.00852287 0.00700732 0.00541684 0.00433002 0.00311368
internal_count=3910 599 3311 2915 2539 2130 1442
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=9
num_cat=0
split_feature=52 0 42 160 3 3 2 52
split_gain=1.69739e-05 4.0961e-05 3.50073e-05 3.43669e-05 3.38169e-05 5.35886e-05 5.3127e-05 3.41551e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.078965000000000021 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.093815000000000009 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.010723800809187655 -0.018247837708604941 0.022235132328616819 -0.0018189590809548223 -0.013388687727400126 0.023401226061982264 -0.020368428363603072 -0.0051432460041634705 0.019823885309781412
leaf_weight=0.0010873063225984823 0.0012149638672848493 0.001496375717227326 0.0010157310851063536 0.0013795971463765079 0.0011229209712228603 0.0010559485424523852 0.0011329844452186715 0.001061060250465855
leaf_count=96 924 592 502 144 955 305 240 152
internal_value=0 0.00549103 0.0125092 -0.00296587 0.000261771 0.00456831 -0.00193874 0.00693109
internal_weight=0 0.00359941 0.00251211 0.00696748 0.00575251 0.00437291 0.00324999 0.00219404
internal_count=3910 1190 1094 2720 1796 1652 697 392
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=8
num_cat=0
split_feature=1 4 151 150 151 4 4
split_gain=1.74993e-05 5.19193e-05 2.47338e-05 4.51276e-05 7.31284e-05 8.61642e-05 7.31425e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 0.08486500000000001 -1.0000000180025095e-35 0.24280000000000004 -0.0025899999999999994
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=0.0048967826311591064 -0.022667867858825443 -0.021291297158446902 -0.011920404950007922 0.022867810751216897 0.013048504948851333 0.0268113900425496 -0.019211091943753308
leaf_weight=0.0017535970907396406 0.001050743334998187 0.0013321457512714 0.0010200816439275943 0.0011420405964206936 0.0013821928472867082 0.001427450837465127 0.0014299484230911462
leaf_count=422 204 1586 156 223 754 310 255
internal_value=0 -0.00640887 0.0025461 0.00484028 0.000948618 0.00680174 -0.00335521
internal_weight=0 0.00308574 0.00745246 0.00643238 0.00529034 0.00423959 0.00281214
internal_count=3910 2008 1902 1746 1523 1319 1009
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=8
num_cat=0
split_feature=160 42 43 3 16 51 4
split_gain=1.5879e-05 3.83163e-05 4.10825e-05 6.24996e-05 4.98821e-05 3.77664e-05 2.79968e-05
threshold=-0.07353999999999998 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.032820000000000009 0.077145000000000005 0.17888000000000001
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=0.0082024364344414052 -0.018893821590868883 -0.0040090925728676246 -0.01703317664934953 0.029852867026605646 -0.022152176256215735 0.014847553639865242 0.0033560606075855796
leaf_weight=0.0019011242077692789 0.0011490507728974851 0.001134668783323261 0.0011991247279127268 0.0010489774737888024 0.0011815713204910211 0.0013521462748354164 0.0015362218176615916
leaf_count=942 910 434 578 401 256 176 213
internal_value=0 -0.0018963 0.000724358 0.0122575 -0.00405529 0.00117598 -0.0055822
internal_weight=0 0.00860176 0.00745271 0.00218365 0.00526906 0.00408749 0.00273535
internal_count=3910 2968 2058 835 1223 967 791
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=8
num_cat=0
split_feature=0 0 16 4 0 3 12
split_gain=1.55354e-05 5.37716e-05 4.16142e-05 4.93818e-05 3.0801e-05 5.72089e-05 5.49069e-05
threshold=-0.075584999999999986 -0.10575999999999998 -0.015314999999999997 0.18622000000000002 -0.053834999999999994 -0.13927999999999999 0.081660000000000024
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=-0.016085064350805419 0.01834477055084402 -0.021089682834310758 0.019623317915235413 0.0078150412983526759 0.019131592957339582 0.0090970372630798831 -0.021318063670189027
leaf_weight=0.0016351565398621927 0.001162264955241511 0.0013390579007641875 0.0010090920588632125 0.001834291192688341 0.0010461226799157726 0.0010085763565624484 0.0014423461700239593
leaf_count=281 569 1970 148 292 199 262 189
internal_value=0 -0.00350748 0.0017495 -0.00344912 0.00424151 -0.000445798 -0.00880198
internal_weight=0 0.0058176 0.00447854 0.00346945 0.00465931 0.00349705 0.00245092
internal_count=3910 2691 721 573 1219 650 451
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=10
num_cat=0
split_feature=159 48 484 12 4 16 52 15 1
split_gain=4.06178e-05 5.20531e-05 5.85216e-05 4.75902e-05 8.16758e-05 9.83941e-05 8.05744e-05 7.34869e-05 2.26337e-05
threshold=-0.034019999999999988 0.093225000000000016 0.084225000000000008 -0.023959999999999995 0.074650000000000008 -0.30307999999999996 0.071660000000000015 -0.087844999999999993 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -3
right_child=1 8 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00036594737068748373 -0.00043004197692868984 0.00052429575040721871 0.00039400133169082205 -2.7878502404770394e-05 -0.00015289963589618558 0.00065915728011948637 0.00016448119702306579 -0.00069027087019171056 0.00010861950657590855
leaf_weight=0.001090712442880293 0.001333497161662432 0.0010026406864048298 0.0010812406331189477 0.0011535692707700465 0.0010926560723771774 0.0012077492473698017 0.0015698747896279175 0.0014575380965541321 0.0010118899249351744
leaf_count=520 343 250 354 212 224 100 749 1010 148
internal_value=0 3.08992e-05 -3.35495e-05 -9.2704e-05 -2.32992e-05 0.000273443 -0.000186569 -0.00039763 0.000315503
internal_weight=0 0.0109107 0.00889613 0.00781488 0.00648139 0.00230041 0.00418098 0.00261111 0.00201453
internal_count=3910 3390 2992 2638 2295 324 1971 1222 398
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=9
num_cat=0
split_feature=50 12 42 49 1 15 457 0
split_gain=1.69686e-05 3.67971e-05 3.47853e-05 7.69629e-05 0.000102778 5.12176e-05 4.38558e-05 4.20816e-05
threshold=0.083475000000000008 -0.036459999999999992 0.091955000000000023 -0.00064499999999999985 0.11198000000000001 -0.07142999999999998 0.081330000000000013 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=-0.013950214266746246 -0.012442017555612016 -0.021122452685848316 -0.012505174961059668 -0.012519270423228311 0.040206488831571706 0.024555360734166549 0.0064436946990158606 -0.0020713104488649841
leaf_weight=0.0013636250272788071 0.0010009315227658732 0.0012539612410755489 0.0011261693144277701 0.0010926816512760481 0.0011227122451458907 0.0014323750514270237 0.0010692524507067147 0.0010135507771197733
leaf_count=450 735 303 542 377 136 1011 186 170
internal_value=0 0.00124877 0.00380412 0.00643379 0.0138445 0.00548055 -0.00843521 0.0135217
internal_weight=0 0.00947433 0.0081107 0.00698453 0.00466132 0.00353861 0.00232321 0.00244593
internal_count=3910 3175 2725 2183 1694 1558 489 1181
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=10
num_cat=0
split_feature=41 150 150 160 2 52 3 12 1
split_gain=3.54385e-05 3.79887e-05 6.52184e-05 7.34862e-05 7.9022e-05 0.000189835 3.23387e-05 3.8453e-05 3.78278e-05
threshold=1.0000000180025095e-35 0.11398500000000002 0.08486500000000001 0.041025000000000006 0.10113500000000002 0.10701500000000001 -0.015794999999999997 0.092255000000000018 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.00065033156206476504 -0.00035647465386207908 -0.00032168119745674522 0.00050235314275871184 -0.00046110232841990316 -0.00052146703122256009 0.00051338412925538111 -0.00018363871522245699 0.00014764107419836553 0.00033526802392849406
leaf_weight=0.0011799568432760425 0.0010134785987839972 0.0010828491678946508 0.001157867461050518 0.0011228528853309385 0.0019962109334528155 0.0010348157112558261 0.0011116662918879915 0.0011603811746885039 0.0010505523404977274
leaf_count=1193 224 148 275 492 503 197 133 607 138
internal_value=0 2.68539e-05 6.5309e-05 6.85091e-06 7.65976e-05 -0.000168161 0.000241364 0.000401089 6.84813e-05
internal_weight=0 0.0108972 0.0098143 0.00865644 0.00753358 0.00303103 0.00450256 0.00234034 0.00216222
internal_count=3910 3686 3538 3263 2771 700 2071 1800 271
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=10
num_cat=0
split_feature=484 4 4 1 0 4 4 151 1
split_gain=0.000236086 7.23068e-05 8.98952e-05 9.10729e-05 0.000103517 8.10263e-05 8.87624e-05 6.89184e-05 0.000161715
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15534499999999998 0.083370000000000014 -0.084074999999999997 -0.00072999999999999985 0.044585000000000007 -0.0008699999999999999 0.11986000000000001
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=-0.00091119206129691168 -0.00041768510931470193 0.00054853377139846651 -0.00072891383680561946 0.00054584240649760863 0.00012393266135871304 -0.00046471336667778742 -0.00028981076454041973 0.0007127063631616955 -0.00013452711092141323
leaf_weight=0.0010210233260224142 0.0010604236987335732 0.001596333867125258 0.0011005029539315886 0.0015693251846555711 0.0010882821204037769 0.0010749355640769414 0.0010028425701955343 0.0017521211352149384 0.0017130062763437656
leaf_count=612 152 170 823 650 778 155 119 174 277
internal_value=0 7.10966e-05 0.00011866 4.48808e-05 -0.000304871 0.000152517 4.11572e-05 0.000162863 0.000293871
internal_weight=0 0.0119578 0.0108973 0.00930102 0.00218879 0.00711223 0.00554291 0.00446797 0.00346513
internal_count=3910 3298 3146 2976 1601 1375 725 570 451
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 160 2 15
split_gain=0.000128545 5.32373e-05 6.72842e-05 0.000102733 0.000120416 7.22393e-05 6.01181e-05 9.2067e-05 5.49666e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.085065000000000016 0.10362500000000001 -0.0071449999999999994
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=-0.00066039341724155262 0.0006455988076655649 -0.00036385231653102108 -0.00035250848763448294 -0.00051483373839328393 -0.00011931555886537007 0.00062403240122612834 0.00051472068352377261 -0.0004625323198936775 0.00037801253889091979
leaf_weight=0.0010338529028264204 0.0014062122760430994 0.001031698260076039 0.0011154868688301291 0.0011546114818625818 0.0015544467128103105 0.0011244742711944925 0.0010101192227787818 0.0012749940225284129 0.0018972959396023584
leaf_count=627 229 191 142 289 581 143 222 318 1168
internal_value=0 6.12356e-05 0.000102854 0.000156765 7.10098e-05 0.000169594 8.05206e-05 -1.22693e-05 0.000154047
internal_weight=0 0.0115693 0.0105376 0.00942215 0.00801594 0.00686133 0.00573686 0.00472674 0.00345174
internal_count=3910 3283 3092 2950 2721 2432 2289 2067 1749
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=8
num_cat=0
split_feature=11 16 3 457 1 4 3
split_gain=1.73639e-05 3.15183e-05 5.38049e-05 3.85867e-05 4.02302e-05 6.15735e-05 2.839e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.084485000000000018 0.095575000000000007 0.053925000000000008 0.086245000000000016
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=-0.011897148171469477 -0.011788125861983561 0.024875076548625821 -0.013660979032383913 -0.016713883819124933 0.027561316971303998 -0.0014022587731729449 0.0065411081329254314
leaf_weight=0.0015085911459483828 0.0011266620855232218 0.0010570275521301952 0.0015624146311995642 0.0010798804379035278 0.0013698249624369168 0.0015812842486604224 0.0012538755269070126
leaf_count=394 279 117 2163 204 395 241 117
internal_value=0 0.00134827 0.00387625 0.000634622 0.00388293 0.0120418 -0.00466656
internal_weight=0 0.0094129 0.00790431 0.00684728 0.0057674 0.00295111 0.00281629
internal_count=3910 3631 3237 3120 2916 636 2280
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=8
num_cat=0
split_feature=49 3 42 15 52 16 1
split_gain=2.00859e-05 6.5376e-05 4.39592e-05 3.6397e-05 3.77609e-05 7.40739e-05 4.13179e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.079355000000000023
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=0.023280151893116604 -0.01445353833369057 -0.0073496457794543675 -0.020814352518483684 -0.0066476244188908218 0.020355535867695798 -0.020630171922653567 0.017944757429311016
leaf_weight=0.0013286879807280457 0.0013103636021100772 0.0014653373138728807 0.0011392829622006249 0.0011070475997584474 0.0011318126884434145 0.0012469103091229897 0.0017843298331238447
leaf_count=350 301 209 756 1006 373 408 507
internal_value=0 0.00721624 -0.00267859 0.000461277 0.00416971 -0.000257074 0.00852885
internal_weight=0 0.00279403 0.00771975 0.00658046 0.0052701 0.00413829 0.00289138
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=10
num_cat=0
split_feature=158 50 156 42 16 4 48 0 15
split_gain=4.40211e-05 8.5592e-05 6.60144e-05 7.45993e-05 7.51685e-05 8.39939e-05 8.28931e-05 5.40167e-05 3.48883e-05
threshold=0.080045000000000019 0.084340000000000012 0.084090000000000012 -1.0000000180025095e-35 -0.094359999999999986 0.15045000000000003 0.086065000000000016 -0.066689999999999985 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -7
right_child=-2 -3 -4 4 6 8 -8 -9 -10
leaf_value=-0.00029822449915233685 -0.00040219280780520885 -0.00051185840518105615 -0.00034345179560204756 -0.0004559851073053501 -0.00014387843989091331 0.00048050851261169613 0.00080725513198305946 0.00041896635993416223 1.0408020488394392e-05
leaf_weight=0.001277127719376975 0.0010001383891194053 0.001028503732374072 0.001233559637077857 0.0010623002448485594 0.0010556082447687083 0.0010228702118866362 0.0012876681515109219 0.0017298027277696565 0.0014927099620837539
leaf_count=706 472 701 481 144 606 159 276 186 179
internal_value=0 2.7165e-05 8.17218e-05 0.000140466 0.000213694 6.32802e-06 0.00039585 0.000205661 0.000201557
internal_weight=0 0.0111902 0.0101616 0.00892809 0.00765096 0.00357788 0.00407308 0.00278541 0.00251558
internal_count=3910 3438 2737 2256 1550 482 1068 792 338
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=8
num_cat=0
split_feature=150 2 0 2 16 1 3
split_gain=1.7595e-05 6.71223e-05 4.75852e-05 5.35001e-05 6.22841e-05 3.69348e-05 3.74278e-05
threshold=0.082085000000000019 0.089910000000000004 -0.075584999999999986 0.10113500000000002 0.25185000000000007 0.094385000000000011 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.021680709672456569 -0.011456793626255797 0.021750247954988283 0.029055564133756862 -0.0089975800858798534 -0.0037245661409882249 0.011198490422638249 -0.013195086904731621
leaf_weight=0.0016002868193174171 0.001076603360337698 0.0014005893315860343 0.0013543584630522133 0.0015233984182787346 0.0010133122464471714 0.00113741087747019 0.0014071378441956914
leaf_count=1886 245 268 398 544 151 252 166
internal_value=0 0.00731826 -0.00232143 0.00562072 0.0150264 -0.00977732 -0.00229118
internal_weight=0 0.00247719 0.0080359 0.00389107 0.00236767 0.00414484 0.00254455
internal_count=3910 513 3397 1093 549 2304 418
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=9
num_cat=0
split_feature=15 150 16 151 4 52 3 13
split_gain=1.69947e-05 2.85251e-05 6.66755e-05 4.83073e-05 4.14411e-05 3.42534e-05 3.54558e-05 2.59182e-05
threshold=-0.26361999999999991 0.082085000000000019 -0.30307999999999996 -0.051109999999999996 0.044585000000000007 0.071660000000000015 -0.040669999999999991 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -7
right_child=1 3 4 -5 -6 7 -8 -9
leaf_value=0.011179434665187149 -0.026844401736418146 0.022011969103424872 -0.028098168930723227 -0.0077298231736001701 0.012695763163122077 0.015003733571325742 -0.0025818439682695547 -0.007561279987429447
leaf_weight=0.0011953235164238072 0.0011302730683665236 0.0011979780550199412 0.0010116258189236324 0.0010036114024897429 0.0017279970760004102 0.0010119078996066412 0.0011795038086106734 0.0010242429878895591
leaf_count=302 232 313 1205 174 325 264 255 840
internal_value=0 -0.00148845 -0.00457771 0.00845395 -0.000351634 -0.00568505 -0.0143625 0.00365288
internal_weight=0 0.00928714 0.00708555 0.00220159 0.00595528 0.00422728 0.00219113 0.00203615
internal_count=3910 3608 3121 487 2889 2564 1460 1104
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=10
num_cat=0
split_feature=158 50 156 150 12 52 52 2 4
split_gain=3.64364e-05 8.49508e-05 6.82272e-05 7.86484e-05 6.86865e-05 9.84777e-05 5.13624e-05 0.000101751 7.49361e-05
threshold=0.080045000000000019 0.084340000000000012 0.085790000000000019 0.11398500000000002 -0.036459999999999992 -0.068164999999999989 0.10701500000000001 0.10113500000000002 -0.0070149999999999995
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=-0.00021827644443539609 -0.00036374535865024075 -0.0005135801295875922 -0.00037268567016237995 -0.00034505235090532806 0.00066676417095708099 0.0006566083703874857 0.00050447435964036955 -0.00042116789808294933 -5.0577706988871154e-05
leaf_weight=0.0012252199849736222 0.001002766798200906 0.0010170967301207324 0.0011316463252279583 0.0011310081607898764 0.00187996989660477 0.0010451140829532731 0.0011126137920913623 0.0012813197274802531 0.001283641510093517
leaf_count=292 472 701 467 115 438 702 311 174 238
internal_value=0 2.65255e-05 8.09666e-05 0.00013827 0.000208103 0.000287223 0.000136139 2.2619e-05 0.000266798
internal_weight=0 0.0111076 0.0100905 0.00895889 0.00782788 0.00660266 0.00472269 0.00361008 0.00232876
internal_count=3910 3438 2737 2270 2155 1863 1425 1114 940
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=10
num_cat=0
split_feature=484 150 1 12 0 0 3 12 12
split_gain=0.000151026 5.22794e-05 6.41815e-05 0.000106413 6.75315e-05 0.000120006 8.97198e-05 7.92613e-05 4.48554e-05
threshold=-1.0000000180025095e-35 0.11398500000000002 0.12864500000000004 0.098845000000000016 -0.06402999999999999 -0.13027499999999997 0.11265500000000002 0.08401500000000002 0.085380000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -6
right_child=1 -3 -4 -5 8 7 -8 -9 -10
leaf_value=-0.00072315790296342396 0.00053411785129360611 -0.00032508969894531393 0.00050803703611604237 -0.00045430548987007431 0.00017070562492845119 -0.00071182103101042791 -0.00018449649302229785 3.1347243655125485e-05 0.00071578902696014309
leaf_weight=0.0010234349091247834 0.0018597123221990412 0.0011928220136186154 0.0013436625016767 0.0013696798011260574 0.0012910796260832413 0.0010754321000047734 0.001042364154145492 0.0011330933422326367 0.0010544935924633944
leaf_count=627 285 155 286 430 224 299 74 1390 140
internal_value=0 6.32607e-05 0.000108812 4.80332e-05 0.000140311 1.38921e-05 0.000276007 -0.000330535 0.000415757
internal_weight=0 0.0113623 0.0101695 0.00882585 0.00745618 0.0051106 0.00290208 0.00220853 0.00234557
internal_count=3910 3283 3128 2842 2412 2048 359 1689 364
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=9
num_cat=0
split_feature=484 159 15 15 12 0 49 4
split_gain=0.000184219 5.18677e-05 9.25229e-05 0.000138004 8.84054e-05 8.41033e-05 7.75114e-05 5.76856e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 0.092365000000000017 -0.19631499999999999 -0.006494999999999999 -0.14963999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8
right_child=1 -3 6 -5 -6 -7 7 -9
leaf_value=-0.00079624679216993264 -0.00021279147026197825 0.0003955445088549089 -0.00062421624987678954 0.00076055140733411603 -0.00046348306914057347 0.00046781840252575616 -0.00029876979737244493 0.0002208290222529552
leaf_weight=0.0010335874366365913 0.0011729750415180875 0.0016010601064767654 0.001178286937419234 0.0012478442235704093 0.0010871582848229889 0.0017239487164444859 0.0016370530671685132 0.0016488627224832382
leaf_count=627 94 522 206 285 237 485 200 1254
internal_value=0 6.85892e-05 1.46012e-05 0.000191529 1.33071e-05 0.000192237 -0.000192754 -3.80367e-05
internal_weight=0 0.0112972 0.00969613 0.00523193 0.00398408 0.00289692 0.0044642 0.00328592
internal_count=3910 3283 2761 1101 816 579 1660 1454
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=9
num_cat=0
split_feature=484 159 49 15 15 2 2 49
split_gain=0.000118026 4.44004e-05 6.87547e-05 6.93427e-05 9.28529e-05 9.0057e-05 9.74598e-05 8.08324e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10513500000000002 -0.03231499999999999 -0.075094999999999981 0.10113500000000002 0.083585000000000007 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00065201548972136116 0.00030399312216779228 0.00035078656691802371 0.000467703416720119 -0.00043854924550412158 0.00062564971590807516 -0.00057980953717537084 0.00033924903439451357 -0.00031855882592341851
leaf_weight=0.0010037066821446177 0.0014237569860078676 0.0016132604813408275 0.001070889834179114 0.0010977924705153916 0.0010425206457636868 0.0017394072023733673 0.0014212211842347519 0.0018357154480092262
leaf_count=627 180 522 272 490 192 283 840 504
internal_value=0 4.9734e-05 -6.92791e-07 -5.92882e-05 0.000116291 -0.000236664 2.82593e-07 -4.66244e-05
internal_weight=0 0.0112446 0.0096313 0.00856041 0.00430199 0.00425842 0.00251901 0.00325947
internal_count=3910 3283 2761 2489 876 1613 1330 684
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=9
num_cat=0
split_feature=484 159 49 15 15 49 2 2
split_gain=0.000126344 4.07648e-05 6.96935e-05 5.5098e-05 9.61082e-05 9.55133e-05 8.17846e-05 8.36832e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10513500000000002 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 0.10113500000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5
right_child=1 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.00067135740218527361 0.00032017264979771322 0.0003486464500987613 0.0004898416820391132 -0.00039581578319879059 0.0006299774685169043 -0.00036139741164793856 -0.00054100956947259751 0.00033226839464391611
leaf_weight=0.0010013074154614507 0.001415273336624556 0.0015704116027222366 0.0010262298424230697 0.0010706248017845863 0.0010220619539347124 0.0017906911640394169 0.0017080494047509828 0.0014013098306420932
leaf_count=627 180 522 272 490 192 504 283 840
internal_value=0 5.61431e-05 7.45333e-06 -5.1424e-05 0.000106399 -6.05182e-05 -0.000211061 1.69263e-05
internal_weight=0 0.0110047 0.00943424 0.00840801 0.00422803 0.00320596 0.00417998 0.00247193
internal_count=3910 3283 2761 2489 876 684 1613 1330
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=9
num_cat=0
split_feature=484 15 11 4 1 2 16 2
split_gain=9.7275e-05 5.5526e-05 4.06706e-05 6.12282e-05 6.86734e-05 0.000121429 5.69272e-05 5.18811e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.07677500000000001 -0.0017649999999999999 0.077800000000000022 0.096540000000000015 -0.30307999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8
right_child=1 2 -4 6 -6 -7 7 -9
leaf_value=-0.00057840599562680522 0.00044032573917583885 -0.00052666985707609218 -0.00036985772907006687 -0.00047649705910814708 0.00047528092035225872 0.00032567884445694782 -0.00022079458431448863 0.00026412383369910715
leaf_weight=0.0010360745280586911 0.0012425394234952354 0.0010472514771120935 0.0010211137324843177 0.0012437012274695335 0.0020006974650193876 0.0016631312149694426 0.0017532082659422737 0.0016434015540582549
leaf_count=627 278 970 219 248 760 251 184 373
internal_value=0 4.86251e-05 1.70258e-06 4.22747e-05 0.000199739 -3.65599e-06 -0.000117591 1.38263e-05
internal_weight=0 0.011615 0.0103725 0.00935139 0.00471108 0.00271038 0.00464031 0.00339661
internal_count=3910 3283 3005 2786 1981 1221 805 557
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=8
num_cat=0
split_feature=47 4 1 1 13 15 43
split_gain=1.73407e-05 5.07474e-05 8.04023e-05 5.20726e-05 5.25854e-05 4.77304e-05 1.90216e-05
threshold=0.11926500000000002 0.25367000000000006 0.11235500000000002 0.11215000000000001 -0.084184999999999996 -0.021529999999999997 -0.083899999999999988
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=-0.013362491431550182 -0.012591138920176496 -0.0035021931781653022 0.032724345087598042 -0.022695563119796203 0.018896932363048451 0.006827275355058525 -0.011191942383874755
leaf_weight=0.0018507258673935451 0.0010004136456608923 0.0012944428890493828 0.0011631816207756278 0.0011313984331966804 0.0018475741516571277 0.0011211606901211796 0.0012269488504633756
leaf_count=833 145 189 311 223 745 374 1090
internal_value=0 0.00124114 0.0136436 -0.00300538 0.000679032 0.00687278 -0.00258824
internal_weight=0 0.00963543 0.00245762 0.00717781 0.00604641 0.00419568 0.00234811
internal_count=3910 3765 500 3265 3042 2209 1464
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=10
num_cat=0
split_feature=484 41 150 3 2 0 0 12 0
split_gain=0.000145783 4.96595e-05 9.23865e-05 8.34462e-05 6.16508e-05 7.19558e-05 5.99079e-05 6.55139e-05 0.000166511
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.113945 -0.13027499999999997 -0.089879999999999974 -1.0000000180025095e-35 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=-0.00070555065824039382 0.00059715248499829965 -0.00035612963344092618 -0.00044284052890815047 0.00049680139144282146 -0.00027018773767438476 -0.0003427421665722743 0.00057049960584399653 0.00054545257742482484 -0.00050613207521795183
leaf_weight=0.0010485174901086582 0.0014302359575024829 0.0010136095612657036 0.0010864744888349044 0.0018224797285644771 0.0015357431732455759 0.0011881796290438449 0.0010693819291119305 0.0010845701740054871 0.0012417075372291963
leaf_count=627 229 191 142 220 417 393 142 1394 155
internal_value=0 5.82604e-05 9.84209e-05 0.000161166 8.26521e-05 0.000167236 3.62046e-05 0.000168802 -1.58564e-05
internal_weight=0 0.0114724 0.0104588 0.0093723 0.00794206 0.00640632 0.00458384 0.00339566 0.00232628
internal_count=3910 3283 3092 2950 2721 2304 2084 1691 1549
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=9
num_cat=0
split_feature=50 150 150 151 4 15 2 0
split_gain=1.78182e-05 3.31567e-05 4.95564e-05 6.79037e-05 8.26332e-05 8.32416e-05 4.27504e-05 4.06362e-05
threshold=0.084340000000000012 0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.27020000000000005 -0.064869999999999983 0.10113500000000002 -0.071924999999999989
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=-0.022270088006469877 -0.012635724927698209 -0.015868139854483609 0.023222885396847776 -0.025405628365018935 0.030377393651651177 -0.0024170273806388355 -0.009148372753570699 0.021690833294441221
leaf_weight=0.0011238849697745457 0.0010181238310172846 0.0010096978972522772 0.0010890948528549235 0.0010797155512672152 0.0010265877068243653 0.0011386343323923852 0.001340745153634468 0.0018116586023842955
leaf_count=313 731 158 277 525 310 1040 328 228
internal_value=0 0.00127585 0.00328626 0.00039938 0.00438195 -0.000586922 0.00565799 0.0123867
internal_weight=0 0.00962002 0.00861032 0.00752123 0.00639734 0.00537075 0.00429104 0.00295029
internal_count=3910 3179 3021 2744 2431 2121 1596 1268
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=9
num_cat=0
split_feature=11 13 16 39 0 42 15 13
split_gain=1.94335e-05 3.32068e-05 3.71134e-05 3.76723e-05 6.62355e-05 6.14037e-05 6.50845e-05 2.16353e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.005105000000000001 -0.053834999999999994 0.083725000000000008 -0.074174999999999977 -0.40944499999999995
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=0.0022157158264280623 -0.01248443403489294 -0.017998746471576205 0.008535762825696876 0.017464373084156007 -0.023074093707626434 0.025251516192996926 -0.022709176721338552 0.022396925081239603
leaf_weight=0.0010490675313760138 0.0011234964577044376 0.0011809792642279411 0.0017171524563943537 0.001174683031851192 0.0011860742245544957 0.0010010928731211135 0.0010897912747055327 0.0010761247084911415
leaf_count=148 279 261 339 264 302 1144 787 386
internal_value=0 0.00142541 -0.00175796 0.00135125 -0.00243878 0.00398842 -0.00359503 0.0124348
internal_weight=0 0.00947497 0.00734977 0.00616879 0.00499411 0.00380804 0.00280694 0.00212519
internal_count=3910 3631 3097 2836 2572 2270 1126 534
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=9
num_cat=0
split_feature=147 11 3 3 52 2 2 4
split_gain=3.85576e-05 6.31981e-05 6.43208e-05 4.66056e-05 4.78234e-05 5.63753e-05 4.76741e-05 3.84651e-05
threshold=0.087265000000000023 0.077330000000000024 -0.10628499999999998 -0.075954999999999981 -0.081429999999999989 0.113945 0.099015000000000006 0.0051950000000000008
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=0.00037499786316489992 0.00035486729565145929 -0.00046853413669486679 -0.00041634472754854335 0.00028049572745815515 -0.00039088633314214583 -0.0004271615349207589 0.00034460423375069798 0.0001140221339141531
leaf_weight=0.0016122424595057553 0.0010769546915146222 0.0011504719867908774 0.0011676636381326945 0.0018118421441966201 0.0011162299141931045 0.0013877738293572991 0.0012645339713165194 0.0012077666616280988
leaf_count=218 191 269 1849 373 295 312 176 227
internal_value=0 -3.4336e-05 1.78724e-05 -5.4499e-05 7.74398e-06 -9.15633e-05 3.82209e-05 -0.000128489
internal_weight=0 0.0107185 0.00956805 0.00795581 0.00678815 0.0049763 0.00358853 0.002324
internal_count=3910 3719 3450 3232 1383 1010 698 522
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=11
num_cat=0
split_feature=484 52 52 42 42 133 52 16 15 3
split_gain=0.000142151 3.60752e-05 9.62867e-05 5.29108e-05 5.59626e-05 7.76649e-05 7.03366e-05 9.92127e-05 8.39199e-05 3.16903e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.091329999999999981 -1.0000000180025095e-35 0.093125000000000013 0.083815000000000014 -0.074484999999999982 -0.0083999999999999995 -0.03231499999999999 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 9 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00070229365256175484 -0.00029121246631950764 0.00065392363985160989 -0.00038316795483684833 -0.00040374129452419973 -0.00032246401833710642 0.00063179986395021297 0.00040196125558809783 0.00066097025191877217 -0.00042647923633987758 -4.8942067554418487e-05
leaf_weight=0.0010310499721845308 0.0010290258054336887 0.0010579805734333815 0.0010584282590456505 0.001035385640975205 0.0011242189220191726 0.0010816111016706525 0.0013972159399320342 0.0011532121491266726 0.0011887829499064757 0.001049319348605164
leaf_count=627 403 255 831 91 547 322 173 172 338 151
internal_value=0 5.86075e-05 9.40864e-05 2.89141e-05 8.3232e-05 0.000149279 5.96661e-05 0.000159865 9.02141e-07 0.000208569
internal_weight=0 0.0111752 0.0101462 0.00908817 0.00802975 0.00690553 0.00582392 0.00478853 0.00363532 0.00244654
internal_count=3910 3283 2880 2625 1794 1247 925 834 662 324
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=10
num_cat=0
split_feature=484 42 484 16 16 151 1 0 47
split_gain=0.00010501 6.73777e-05 8.35717e-05 7.81339e-05 0.000120814 0.00010021 8.51406e-05 2.76846e-05 2.08068e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087270000000000014 -0.0099649999999999982 0.15737500000000001 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.0005978819960714022 -0.0003082908997291386 -0.00038363527621371608 -0.00042254482759587634 0.000852372021189143 9.1711858591576393e-05 -0.00031251290945798492 0.00068321537185023066 0.00014159489077827535 0.00028630876051275638
leaf_weight=0.0010358084336333446 0.0016909092157203773 0.0015802947815359812 0.0010001495365908166 0.0013988344142089404 0.0018839561060013041 0.0010202065803359291 0.0010047495401603085 0.0010447035753132885 0.001026663334962475
leaf_count=627 987 237 337 339 365 136 194 601 87
internal_value=0 5.35989e-05 0.00011504 0.000175051 0.000415838 3.58036e-05 0.000197616 -8.27654e-05 0.000482621
internal_weight=0 0.0116505 0.00995956 0.00895941 0.00328279 0.00567662 0.00409632 0.00206491 0.00203141
internal_count=3910 3283 2296 1959 704 1255 1018 737 281
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=9
num_cat=0
split_feature=2 13 13 15 16 150 2 47
split_gain=2.06038e-05 5.37921e-05 3.53062e-05 5.04298e-05 9.32896e-05 3.42376e-05 2.97374e-05 5.17833e-05
threshold=0.097940000000000013 -0.088444999999999982 -0.26418499999999995 -0.14487999999999998 -0.10486499999999999 0.087235000000000021 0.084235000000000018 0.086425000000000016
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=-0.02401837337940381 0.021147982693987016 0.025571394794396553 0.019072893395302673 -0.030272899404084432 0.007818451612552629 -0.015554684622563823 -0.0071990849474861786 -0.0036006250356423763
leaf_weight=0.0010941121540064018 0.0010374521284536743 0.0012645095326706945 0.0010361528571379529 0.0010460128395703495 0.0016685915750127664 0.0010321406560318755 0.0012991021008173526 0.0011729112719615319
leaf_count=452 148 693 217 205 612 192 1175 216
internal_value=0 -0.00402091 0.00482068 0.000304577 -0.00685921 0.000567264 0.00502063 0.0115335
internal_weight=0 0.00586278 0.00478821 0.00375076 0.0027146 0.00476866 0.00373652 0.00243742
internal_count=3910 2728 1182 1034 817 2276 2084 909
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=8
num_cat=0
split_feature=147 159 1 42 133 2 3
split_gain=2.00225e-05 6.14627e-05 4.908e-05 6.0248e-05 5.99107e-05 4.71303e-05 4.45086e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.12646500000000002 0.085775000000000004 0.065880000000000008 0.087995000000000004 -0.00088499999999999983
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=-0.025036234482950594 0.011991454636070884 -0.015715327962089441 0.021833592672627092 -0.018079580351490796 0.023717601360996279 0.021502754276938096 -0.0039355897336729156
leaf_weight=0.0010006105519207954 0.0012233689103881085 0.0015912171859501305 0.0010121741936646193 0.0017134226272611606 0.0011481865658588102 0.0011048972483811105 0.0018220354492663915
leaf_count=623 234 591 283 1011 511 454 203
internal_value=0 -0.00160945 0.00118384 -0.00164838 0.00332018 -0.00186336 0.00566721
internal_weight=0 0.00939254 0.00839193 0.00737976 0.00566634 0.00451815 0.00292693
internal_count=3910 3676 3053 2770 1759 1248 657
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 150 13
split_gain=2.22883e-05 3.73759e-05 4.20937e-05 5.32616e-05 7.30242e-05 5.17248e-05 5.86366e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083684999999999996 0.089910000000000004 0.082085000000000019 -0.089899999999999994
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=-0.011627609704812636 -0.013925002476960905 0.027794904982071496 -0.011206496428612236 -0.013689530027642727 0.023017114137110547 0.03095092779431163 -0.0074914808930352829
leaf_weight=0.0014343822999000966 0.0013001212097799282 0.0011055175073750754 0.0014192474455966076 0.0016647505644026422 0.001025687685445891 0.0010007767063848626 0.001632903697956828
leaf_count=1060 521 428 274 887 165 162 413
internal_value=0 0.00177938 0.00438072 0.00782137 0.003674 0.0115732 0.00427877
internal_weight=0 0.009149 0.00784888 0.00642964 0.00532412 0.00365937 0.00265859
internal_count=3910 2850 2329 2055 1627 740 578
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=9
num_cat=0
split_feature=484 484 42 43 160 2 42 2
split_gain=0.000123617 3.96102e-05 6.5223e-05 6.04755e-05 6.35072e-05 6.72265e-05 8.39535e-05 5.98673e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 0.093240000000000017 0.087825000000000014 0.10679500000000001 0.085545000000000024 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00065731800021827413 -0.00027622063444493846 -0.00031123652965143821 0.00032378204688360149 -0.00028890044708575327 -0.00018954323120702236 7.2155069791098185e-06 5.7895232822519985e-05 0.0008975990313065677
leaf_weight=0.0010110958464741608 0.0015295717319652328 0.0010087769299562269 0.0012720435194874405 0.0010008626068292691 0.0011968976933032158 0.0020054576021696488 0.0014440537842681893 0.001551845415833605
leaf_count=627 953 367 169 141 192 425 751 285
internal_value=0 5.90756e-05 9.64291e-05 0.000163716 0.000224357 0.000303324 0.000442462 0.000639119
internal_weight=0 0.0110095 0.0100007 0.00847116 0.0074703 0.0062734 0.00426794 0.00282389
internal_count=3910 3283 2916 1963 1822 1630 1205 454
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=9
num_cat=0
split_feature=14 15 16 160 2 0 52 1
split_gain=1.81404e-05 6.17243e-05 3.45702e-05 4.31344e-05 4.48118e-05 8.23732e-05 6.25047e-05 7.03917e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.38486499999999996 -0.026849999999999995 0.11085000000000002 0.033525000000000006 -0.089799999999999977 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.012448518411409613 0.024471710464309068 -0.017647945431589814 0.016547668571203 -0.020104372527284135 0.015326701735434706 -0.031118177905113367 0.02542510870761662 -0.0073577730647999273
leaf_weight=0.0010588467625167021 0.0010296086794563059 0.0011411982696377118 0.0014446463855488281 0.0010769717114382854 0.001114751202268404 0.0010883393368190039 0.001269301936030589 0.0013533021594082056
leaf_count=196 365 267 824 424 295 163 1017 359
internal_value=0 0.00134936 -0.00145525 0.00105982 -0.00273074 -0.00693499 0.000179212 0.00850866
internal_weight=0 0.00951812 0.00848851 0.00734731 0.00590267 0.00478792 0.00369958 0.0026226
internal_count=3910 3714 3349 3082 2258 1963 1800 1376
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=8
num_cat=0
split_feature=124 42 160 160 43 2 0
split_gain=1.65736e-05 2.79865e-05 4.54894e-05 5.01126e-05 4.68074e-05 5.23069e-05 4.72593e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.11125500000000001 -0.098179999999999976
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=0.011967302058999168 -0.016757633241587529 -0.013279572997925128 0.023259130143120768 -0.014011621280949496 0.0087391824952153391 0.019551817800200846 -0.018212158188165926
leaf_weight=0.001038181221898059 0.001047548767274799 0.0018517434963999302 0.0015471837278741426 0.0012016929630570099 0.0012421067508348194 0.0012425531747187373 0.0013662806529098894
leaf_count=310 983 980 314 299 162 241 621
internal_value=0 -0.00134013 0.000570826 0.0044569 0.00856824 0.00266591 -0.00537801
internal_weight=0 0.00949911 0.00845156 0.00659982 0.00539812 0.00385094 0.00260839
internal_count=3910 3600 2617 1637 1338 1024 783
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=9
num_cat=0
split_feature=484 159 47 3 12 2 151 4
split_gain=0.000174164 5.63617e-05 6.46083e-05 7.62453e-05 9.47407e-05 7.01116e-05 4.39683e-05 8.49303e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11818000000000002 0.095775000000000013 0.086650000000000019 -0.0080899999999999982 -0.08100499999999998
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=-0.00077142709795270268 -0.00014949411742151884 0.00039858315372707999 0.00034462664036547219 -0.00044023844294370013 -0.0004518730731155403 -2.1047140402091986e-06 7.4054730342611196e-05 0.00085625423222065414
leaf_weight=0.0010502321483014136 0.0018987979489609574 0.001646262250832896 0.001778660776388631 0.0016772433144241665 0.0012587975982617629 0.0010513274214649943 0.0010096722227769632 0.001132075195417739
leaf_count=627 936 522 193 138 556 208 219 511
internal_value=0 6.28653e-05 6.50721e-06 -6.84064e-05 2.97963e-05 0.000148873 0.000326301 0.000487506
internal_weight=0 0.0114528 0.00980657 0.00802791 0.00635067 0.00509187 0.00319307 0.00214175
internal_count=3910 3283 2761 2568 2430 1874 938 730
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=8
num_cat=0
split_feature=147 52 0 0 0 12 52
split_gain=1.69593e-05 4.6006e-05 5.08609e-05 4.2312e-05 7.56201e-05 3.61487e-05 2.46383e-05
threshold=1.0000000180025095e-35 0.11588000000000002 -0.06402999999999999 -0.10575999999999998 -0.14733499999999997 0.095175000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=-0.01788466875417653 0.011023174117346882 -0.018796611542832777 0.0033501692360988129 -0.018073508173403249 0.022493001215303551 0.02639567751470024 0.0029109872728305102
leaf_weight=0.0013128469265513542 0.0012262514953155857 0.0013182270611276385 0.0018376695299057622 0.0016105508414701371 0.0011510228571313189 0.0010810469362570034 0.0010065153957809084
leaf_count=138 234 627 365 1946 230 237 133
internal_value=0 -0.00148692 0.00136547 -0.00467792 0.00153876 0.0118859 -0.00886014
internal_weight=0 0.00931788 0.00799965 0.00508094 0.00347039 0.00291872 0.00231936
internal_count=3910 3676 3049 2447 501 602 271
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=9
num_cat=0
split_feature=147 0 1 16 3 151 16 0
split_gain=8.51738e-05 5.19917e-05 7.22518e-05 7.21825e-05 5.7679e-05 5.64782e-05 5.9556e-05 5.29006e-05
threshold=0.088565000000000019 -0.075584999999999986 1.0000000180025095e-35 -0.014754999999999999 -0.015794999999999997 -0.0088999999999999982 -0.15168999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -4 -7 -5
right_child=-2 3 5 4 -6 6 -8 -9
leaf_value=-0.00065415301467668672 0.00054081427108773757 0.00054530242865376635 -0.00040590417028345239 -0.00012907569528310397 -0.00030476538092572995 0.00030911442081105309 -0.0001877126379854582 0.00049083533703864885
leaf_weight=0.0010101029859516794 0.0010048137906796964 0.001073574136041964 0.001473593568573562 0.0010493496198177607 0.0016580964603575463 0.0017626671041216348 0.0019581157105581521 0.0010678153355844315
leaf_count=1505 168 464 200 333 192 249 608 191
internal_value=0 -5.5443e-05 -0.000174325 9.66764e-05 -3.08997e-05 -8.10174e-05 4.7652e-05 0.000183583
internal_weight=0 0.0110533 0.00620448 0.00484884 0.00377526 0.00519438 0.00372078 0.00211716
internal_count=3910 3742 2562 1180 716 1057 857 524
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=10
num_cat=0
split_feature=484 48 4 12 0 12 15 12 4
split_gain=0.000121178 7.39131e-05 0.000103543 6.70719e-05 9.97868e-05 8.43319e-05 0.000142868 0.000111543 0.000114183
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 0.098845000000000016 0.048950000000000007 -0.036459999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00062910214288863927 -0.00048549103911532573 -0.00044939144137201104 0.0005221741700364833 -0.00035172593464256164 0.00056731255067753335 0.00011462165183398957 -0.00043898509929360396 -0.00010885276235937789 0.0010028860045065739
leaf_weight=0.0010892203680551793 0.0011830810543637096 0.0010296964592576242 0.0018591612833762884 0.0015873629589146241 0.0013867899146299337 0.0010752413842955782 0.0014074879092562361 0.0015641111431265037 0.0011530191786946198
leaf_count=627 228 137 368 427 166 151 1084 657 65
internal_value=0 5.33719e-05 9.95275e-05 1.55518e-05 9.0587e-05 -1.29888e-05 9.45158e-05 0.000292517 0.000574256
internal_weight=0 0.012246 0.0112163 0.00935709 0.00776973 0.00638294 0.00519986 0.00379237 0.00222826
internal_count=3910 3283 3146 2778 2351 2185 1957 873 216
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=10
num_cat=0
split_feature=484 15 42 151 13 2 16 15 43
split_gain=0.000143691 4.70928e-05 7.58031e-05 0.000112974 9.00138e-05 9.274e-05 0.000104352 9.23626e-05 4.59186e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.37340499999999993 0.087995000000000004 -0.072359999999999994 -0.038029999999999987 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6 -3
right_child=1 8 -4 4 5 6 -8 -9 -10
leaf_value=-0.00070172979169317131 -0.00028588563093832512 0.0001139475699201755 -0.00033181632329645365 -0.00022048761881373865 -0.00018434883107697021 0.0010597623459890813 0.00031630572486815439 0.0005863427277289279 -0.0004580832091348329
leaf_weight=0.0010246539258428082 0.0015160875686712578 0.0010000358727654864 0.0012054504876800104 0.0010364035605469344 0.0014635863145723497 0.001302793802991347 0.0016390583230110529 0.0010107159031738852 0.0011716070712049611
leaf_count=627 383 560 325 131 282 263 417 131 791
internal_value=0 6.49794e-05 0.000126441 0.000195763 0.000308931 0.000410238 0.000645544 0.000130467 -0.000194665
internal_weight=0 0.0113457 0.0091741 0.00796865 0.00645256 0.00541615 0.00294185 0.0024743 0.00217164
internal_count=3910 3283 1932 1607 1224 1093 680 413 1351
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 151 2
split_gain=1.9655e-05 5.24905e-05 2.44826e-05 7.5276e-05 7.70702e-05 6.06809e-05 7.23173e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.062384999999999996 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0046003045050817771 0.017298412853667507 -0.021601244806409771 -0.010745343590178445 -0.033952401978880498 0.003275185109422844 0.00057723053095306859 0.031289450113205303
leaf_weight=0.0017715672145793592 0.0010009881460233483 0.001345128070920747 0.0012046066840791202 0.0010584488994381245 0.0011717245572337627 0.0015527343158176299 0.0015145032955479198
leaf_count=422 291 1586 197 391 251 516 256
internal_value=0 -0.00670797 0.00273978 0.000498473 -0.0143932 0.00827285 0.0157419
internal_weight=0 0.0031167 0.00750301 0.00650202 0.00223017 0.00427184 0.00306724
internal_count=3910 2008 1902 1611 642 969 772
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=10
num_cat=0
split_feature=484 15 42 151 13 43 2 16 16
split_gain=0.000124868 4.63549e-05 7.95783e-05 0.000105618 0.000100054 5.36845e-05 6.8004e-05 7.38866e-05 3.8035e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.37340499999999993 -0.091114999999999988 0.087995000000000004 -0.072359999999999994 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -3
right_child=1 8 -4 4 5 6 7 -9 -10
leaf_value=-0.00066303462928625099 -0.00028262353848044667 5.6460351741192066e-05 -0.00035836981045641138 -0.00026006883275193129 4.0296060849626473e-05 0.00021661844478108511 0.0010762970523563401 0.00038665391710380418 -0.00046622494717656678
leaf_weight=0.0010220965567731633 0.0015053404496920735 0.0010624108865381308 0.0011930992847846997 0.0010469116051142029 0.0012165743473267245 0.001764087010305837 0.0011697276981562288 0.0012204605532002595 0.0010787423072864304
leaf_count=627 383 102 325 131 205 350 208 330 1249
internal_value=0 5.27469e-05 0.000113725 0.000184816 0.000294458 0.000402548 0.000508634 0.000724156 -0.000206876
internal_weight=0 0.0112574 0.0091162 0.0079231 0.00641776 0.00537085 0.00415428 0.00239019 0.00214115
internal_count=3910 3283 1932 1607 1224 1093 888 538 1351
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=9
num_cat=0
split_feature=1 12 159 0 0 3 151 12
split_gain=3.27158e-05 3.91406e-05 5.53646e-05 7.55323e-05 6.02465e-05 0.000103193 6.13877e-05 5.52118e-05
threshold=0.13662500000000002 0.098845000000000016 0.090705000000000022 -0.075584999999999986 -0.13027499999999997 0.11818000000000002 -0.0088999999999999982 0.085380000000000011
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=-4.6503740450684814e-05 0.00032855361970451002 -0.00028889924669071789 -0.00041157695010917312 0.0001112097976212286 -0.00036591338015327246 -0.00043237900824451937 0.00058307629298089592 0.00068810379693201996
leaf_weight=0.0010596947501255762 0.0010372335133744673 0.0019314131423881489 0.0010144915076605943 0.0015774745248196952 0.0016941582228962061 0.0010357789119002092 0.0013591443317966566 0.0010707645974576997
leaf_count=129 225 545 360 265 1721 86 216 363
internal_value=0 -3.61034e-05 1.93074e-05 7.5371e-05 -6.30362e-05 8.5496e-05 0.000307257 0.000344466
internal_weight=0 0.0107429 0.00881151 0.00779702 0.00514878 0.00345462 0.00241884 0.00264824
internal_count=3910 3685 3140 2780 2152 431 345 628
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=9
num_cat=0
split_feature=11 49 4 2 2 4 49 0
split_gain=1.84889e-05 2.92821e-05 3.52597e-05 4.39707e-05 0.000111979 3.60909e-05 4.36787e-05 7.23846e-05
threshold=0.077330000000000024 0.093425000000000022 -0.0010999999999999996 0.084235000000000018 0.096540000000000015 0.05309500000000001 -0.015364999999999998 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 -8
right_child=-2 -3 5 4 -6 6 7 -9
leaf_value=0.023378008408789175 -0.012073907016783531 0.016991373986415627 -0.022096429259834148 -0.026173687547656213 0.014364215892955091 -0.017744473909487739 -0.011813820633448853 0.02490290952789213
leaf_weight=0.0010848187989380819 0.0011396029048071866 0.0010697056599351688 0.0011400578055584597 0.0010615441069260136 0.001902958625549289 0.00108651901228175 0.0010557920851481111 0.0010925597825268388
leaf_count=736 279 521 315 1024 398 164 135 338
internal_value=0 0.00140623 -0.000572757 0.00615187 -0.000151801 -0.0067969 -0.00140492 0.00685874
internal_weight=0 0.00949396 0.00842425 0.00404932 0.0029645 0.00437493 0.00323487 0.00214835
internal_count=3910 3631 3110 2158 1422 952 637 473
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=8
num_cat=0
split_feature=49 15 42 15 52 16 1
split_gain=2.17278e-05 5.65177e-05 4.34681e-05 3.62306e-05 3.29403e-05 8.54314e-05 4.08236e-05
threshold=-0.029304999999999998 -0.033649999999999992 0.093125000000000013 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.079355000000000023
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=0.018824853275140815 -0.01454576442653059 -0.010178304741868822 -0.021194383618154695 -0.0058701996928462903 0.019111089545468557 -0.021745976182718934 0.0183971322726026
leaf_weight=0.0017180209407860146 0.001323272292913835 0.0011034029730628248 0.0010986733083646512 0.0011140190985684554 0.0011284801856606816 0.0012753514305004995 0.0018351849383741767
leaf_count=326 308 233 711 1015 384 419 514
internal_value=0 0.00748229 -0.0027625 0.00027071 0.00393335 -0.000120992 0.0092305
internal_weight=0 0.00282142 0.00777498 0.00667631 0.00535304 0.00422456 0.0029492
internal_count=3910 559 3351 2640 2332 1948 1529
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=10
num_cat=0
split_feature=484 15 3 2 11 48 51 42 4
split_gain=0.00013833 5.13574e-05 5.28908e-05 9.02083e-05 6.34384e-05 8.05113e-05 7.54814e-05 8.52074e-05 0.000136838
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11265500000000002 0.113945 0.07677500000000001 0.088875000000000023 -0.089214999999999989 0.084100000000000022 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00070034740696202943 0.00044571509119876247 0.00046849169597416418 0.00012811929458911772 -0.00065482761819801402 -0.00037096811461470364 0.00060400342123381756 0.00051605656490030945 -0.00043950107618902402 -0.00033908791784378732
leaf_weight=0.0010135424864804185 0.0011643432363608623 0.0013088699600496533 0.0011610549135396761 0.0011034957459655622 0.001019964356348972 0.0012476081062652048 0.0015959657384369416 0.0015434221835141921 0.0013099034443434523
leaf_count=627 278 274 87 124 219 314 787 930 270
internal_value=0 5.54012e-05 1.12373e-05 -0.000253404 8.59087e-05 0.000152425 5.45826e-05 -6.71791e-05 0.000130576
internal_weight=0 0.0114546 0.0102903 0.00226455 0.00802573 0.00700577 0.00575816 0.00444929 0.00290587
internal_count=3910 3283 3005 211 2794 2575 2261 1987 1057
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=7
num_cat=0
split_feature=4 151 16 0 16 12
split_gain=2.02175e-05 3.01677e-05 5.38492e-05 6.26348e-05 4.85004e-05 7.12945e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.085924999999999987 -0.11756999999999999 0.022165000000000004 0.091405000000000014
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=0.0099366912551430587 0.0090982175666685216 -0.033387479811728411 0.015902343588263167 -0.0012117297249221025 -0.021574221145974556 0.0092344178406366766
leaf_weight=0.001671841105685864 0.0019721212821510918 0.0011927901205508878 0.0015293255207518373 0.0012277296243652256 0.0014832979045764465 0.0015216843298248798
leaf_count=558 426 196 1283 677 331 439
internal_value=0 -0.00212465 -0.00502402 -0.0170674 0.00140501 -0.00597312
internal_weight=0 0.00862667 0.00695483 0.00242052 0.00453431 0.00300498
internal_count=3910 3484 2926 873 2053 770
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=8
num_cat=0
split_feature=49 3 12 2 3 1 4
split_gain=1.75134e-05 5.49035e-05 4.09535e-05 8.20514e-05 5.42133e-05 6.78795e-05 4.54453e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.051320000000000005 0.08400500000000001 0.12566000000000002 0.10444500000000001 -0.12499499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=0.021312445099562625 0.00068107968087319118 -0.0066482284268985893 -0.029105915418399825 -0.013736947797793759 -0.014174448261158618 0.032719430050700354 0.014696978916256523
leaf_weight=0.0013458263377518027 0.0019503070505880586 0.0014686174643329594 0.0014080071459961914 0.0010394620805733506 0.0011347786810939221 0.001000566056339205 0.001223990858065124
leaf_count=350 329 209 816 169 176 241 1620
internal_value=0 0.00672216 -0.00248675 -0.0101517 0.00440111 0.0115445 0.00163906
internal_weight=0 0.00281444 0.00775711 0.00367146 0.00408565 0.00295087 0.00226345
internal_count=3910 559 3351 2605 746 570 1789
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=7
num_cat=0
split_feature=42 160 52 43 4 4
split_gain=1.65813e-05 3.11954e-05 4.96839e-05 3.1e-05 3.37773e-05 5.42197e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060039999999999989 -0.074254999999999988 0.17888000000000001 -0.0025899999999999994
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=-0.010022652366549211 0.0065028485743072705 0.015295165789704392 -0.0244910400827303 0.0065351188718691571 0.012218043721135302 -0.018865923382441908
leaf_weight=0.0014347927447079757 0.001017698445591797 0.0019881179495208927 0.0010516823576309708 0.0018208669752014595 0.0016633898478531075 0.0015605263892446083
leaf_count=1060 222 604 818 736 242 228
internal_value=0 0.00154378 -0.00924859 0.00471936 0.000551497 -0.00518756
internal_weight=0 0.00910228 0.00206938 0.0070329 0.00504478 0.00338139
internal_count=3910 2850 1040 1810 1206 964
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=8
num_cat=0
split_feature=1 4 4 47 1 48 3
split_gain=1.82857e-05 5.73759e-05 3.16494e-05 6.85099e-05 0.000118476 4.74845e-05 1.92577e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.0057500000000000008 0.09252500000000001 0.10723500000000001 0.085760000000000017 0.099570000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=0.0053075812854681921 0.0040256783718124797 -0.022451610276397086 0.044451965344913531 -0.0094730811988179217 -0.0060898148493865488 -0.02322969238212887 0.012925737451591793
leaf_weight=0.0017408779476543888 0.0017622848831611113 0.0013010625889826202 0.0010048610876511876 0.0015656804008725919 0.0011362885471208175 0.001003039457138726 0.0010024151021138707
leaf_count=408 900 1584 138 216 247 279 138
internal_value=0 -0.00656525 0.00263125 0.00761765 0.0161298 -0.0058604 0.00282282
internal_weight=0 0.00304194 0.00747457 0.00470925 0.00314356 0.00276532 0.0021387
internal_count=3910 1992 1918 739 523 1179 385
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=11
num_cat=0
split_feature=41 3 13 12 47 3 3 2 49 1
split_gain=4.29545e-05 4.95345e-05 8.89931e-05 4.87093e-05 6.37936e-05 6.16574e-05 5.43606e-05 0.000110626 6.89744e-05 4.02563e-05
threshold=0.075585000000000013 -0.10628499999999998 0.098990000000000009 0.10058500000000002 0.077735000000000012 0.090325000000000003 0.096385000000000012 0.11339500000000001 -0.042499999999999989 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 -3 -10
right_child=-2 3 -4 -5 5 -7 7 -9 9 -11
leaf_value=0.00071412913270217692 -0.00039561327656878893 -0.00040751868637046328 -5.3122458258106142e-05 -0.00044172261525304477 7.5009310695192419e-05 -0.00058327424444954248 0.00083250152447520299 -5.2866408223816118e-05 -8.7001219561017739e-05 0.00046576437611350473
leaf_weight=0.0010276370903948943 0.0010000103881920392 0.001191840283557284 0.0013379475314497487 0.0010233775486405139 0.0010496706183660137 0.0011424134947070654 0.0010342835840530234 0.0011413397216260149 0.0010221371396709131 0.0010041694947783703
leaf_count=163 221 275 192 404 320 110 147 156 1335 587
internal_value=0 2.88772e-05 0.00028018 -4.01741e-05 1.39972e-05 -0.000268058 0.000128627 0.000368034 -3.32235e-05 0.000186931
internal_weight=0 0.0109748 0.00236558 0.00860923 0.00758585 0.00219208 0.00539377 0.00217562 0.00321815 0.00202631
internal_count=3910 3689 355 3334 2930 430 2500 303 2197 1922
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=9
num_cat=0
split_feature=11 49 51 47 12 3 150 2
split_gain=1.68963e-05 2.5208e-05 3.37544e-05 3.76328e-05 7.78516e-05 4.94212e-05 7.06196e-05 4.37758e-05
threshold=0.077330000000000024 0.093425000000000022 -0.089214999999999989 0.081905000000000019 0.098845000000000016 0.096385000000000012 0.083295000000000022 0.093815000000000009
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=0.014212816214284836 -0.011613043969003143 0.015863956815649428 -0.0055621466740132623 -0.020009812596719169 -0.025187804868697445 0.020144813344753962 -0.023621552480186141 0.021871230984315038
leaf_weight=0.0013143914610112733 0.0011242720754009354 0.0010625663158617257 0.0011760454275729245 0.0011248077502781315 0.0010183905428402494 0.0015233867974524563 0.0010134314955330412 0.0011508999602615679
leaf_count=313 279 521 1416 270 294 223 273 321
internal_value=0 0.0013597 -0.000492376 -0.00325083 -4.61129e-05 0.00521814 -0.00158921 0.00800632
internal_weight=0 0.00938392 0.00832135 0.00700696 0.00588215 0.00486376 0.00334038 0.00232695
internal_count=3910 3631 3110 2797 2527 2233 2010 1737
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=9
num_cat=0
split_feature=50 160 42 2 3 0 0 49
split_gain=5.24517e-05 5.59678e-05 5.21048e-05 5.19498e-05 7.60687e-05 5.72068e-05 7.83485e-05 3.77626e-05
threshold=0.086465000000000014 -0.085194999999999979 -1.0000000180025095e-35 0.113945 0.10666500000000002 0.012625000000000003 -0.071924999999999989 -0.047894999999999993
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=0.00047208892349432112 -0.00041690369916583958 -0.00037051357244595695 0.00024976227170650782 -0.00026127201743201335 0.00052808253448785093 -0.00036036255280872217 0.00054437677015487147 -0.00021217551846745446
leaf_weight=0.0010220157556216957 0.0010842981820021027 0.0013324844007778407 0.0010595632477076158 0.0016878341109321073 0.0014123405449830602 0.0012011113974856628 0.001215450312414719 0.001901243573026344
leaf_count=497 715 823 159 381 112 176 213 834
internal_value=0 3.54223e-05 -1.00699e-05 4.6584e-05 0.000123113 1.67496e-05 0.000125209 -4.68651e-05
internal_weight=0 0.010832 0.00981003 0.00847754 0.00678971 0.00537737 0.00417626 0.00296081
internal_count=3910 3195 2698 1875 1494 1382 1206 993
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=9
num_cat=0
split_feature=49 15 16 133 15 4 52 0
split_gain=1.76199e-05 5.22698e-05 3.85598e-05 3.86336e-05 4.91752e-05 7.27013e-05 7.93463e-05 3.57096e-05
threshold=-0.029304999999999998 -0.033649999999999992 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.071660000000000015 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=0.01776179600522252 -0.019061939297115402 -0.010329041078170981 -0.015278689901461938 -0.015289304112189817 -0.023904319548385247 0.036078987574248336 0.014224346500058594 0.0096922757997825754
leaf_weight=0.0016960274331426909 0.0011880381478196374 0.001086902758115017 0.0010349476054275445 0.0012492787067611951 0.00102659460909969 0.0010006896016746879 0.0011653358416843962 0.001052111790835079
leaf_count=326 261 233 287 1189 561 147 557 349
internal_value=0 0.00679062 -0.0024909 0.000524444 0.0042663 0.00903174 -0.00363328 0.0225551
internal_weight=0 0.00278293 0.007717 0.00652896 0.00527968 0.00424473 0.00219193 0.0020528
internal_count=3910 559 3351 3090 1901 1614 1118 496
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 3 0 2
split_gain=4.43282e-05 8.2841e-05 7.60753e-05 6.07899e-05 0.000128369 6.41413e-05 8.46934e-05 7.12256e-05 5.53446e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.066689999999999985 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00060976124757735652 -0.00039409885366441336 0.00054139139785913551 -0.00052108059798866839 0.00075784732592849651 -0.00016209309925774209 -0.00038688826303801368 0.00054768085939787691 0.00026144754581606996 2.2381677560549711e-05
leaf_weight=0.0011336265475755489 0.0010339606348170509 0.0010977331956047156 0.0010660804183652882 0.0011831601870428889 0.0011500263245919897 0.0017355555535522524 0.0010396485532704891 0.0013576303170993254 0.0010041407709960252
leaf_count=714 161 279 352 322 101 456 107 152 1266
internal_value=0 3.09395e-05 -2.70075e-05 3.42122e-05 0.000304409 -6.63235e-05 5.63561e-05 -8.97804e-05 -0.000312834
internal_weight=0 0.0107676 0.00966987 0.00860379 0.00233319 0.0062706 0.00453505 0.0034954 0.00213777
internal_count=3910 3749 3470 3118 423 2695 2239 2132 1980
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=10
num_cat=0
split_feature=484 15 11 4 1 2 12 47 1
split_gain=0.000179814 4.44822e-05 3.83788e-05 5.20103e-05 5.30171e-05 8.35004e-05 4.71776e-05 5.6393e-05 3.79851e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.07677500000000001 -0.0017649999999999999 0.077800000000000022 0.097360000000000016 -1.0000000180025095e-35 0.091340000000000018 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 8 -8
right_child=1 2 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00078554724609781286 0.00043641424521757404 -0.00036265780067879698 -0.00033230755680849016 -0.00041542981619098463 0.00046383263537792054 0.00034583206196148409 -2.0374603090625686e-05 -0.00033252194449001485 0.0004935302321184802
leaf_weight=0.0010254120623679657 0.0011570809624092205 0.001137928109527835 0.0010088384162317025 0.0011811682726700422 0.0019415814690003528 0.0014603087302235483 0.0011888160556234599 0.0010511313974929147 0.0010338918711502807
leaf_count=627 278 994 219 174 760 227 389 130 112
internal_value=0 7.24371e-05 3.03375e-05 7.10109e-05 0.000218712 3.55407e-05 -7.95019e-05 4.16975e-05 0.000218668
internal_weight=0 0.0111607 0.0100037 0.00899483 0.00453982 0.00259824 0.00445501 0.00327384 0.00222271
internal_count=3910 3283 3005 2786 1981 1221 805 631 501
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=8
num_cat=0
split_feature=4 15 12 3 1 3 2
split_gain=1.79206e-05 3.97999e-05 4.7788e-05 3.93365e-05 5.70246e-05 4.37551e-05 3.14452e-05
threshold=0.17888000000000001 0.079360000000000014 0.093375000000000014 0.11265500000000002 0.094485000000000013 -0.021064999999999997 0.10869000000000002
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=0.013018631826546397 0.016556267971726098 -0.02093220245616547 -0.017630572970255529 -0.013084752033932208 0.027771747761097754 -0.011113908842605937 -0.0036231727493818804
leaf_weight=0.0015797028679687159 0.0015297346323094819 0.0010304480184007564 0.0012121742016755867 0.0010285752301297984 0.0011433458939581471 0.0014327325493156842 0.0015593995143390789
leaf_count=797 281 1410 491 127 261 229 314
internal_value=0 -0.00269349 0.000244671 0.00442415 0.00875769 0.00154105 0.00636966
internal_weight=0 0.00742698 0.00639653 0.00518436 0.00415578 0.00301244 0.00308913
internal_count=3910 3315 1905 1414 1287 1026 595
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=8
num_cat=0
split_feature=42 51 43 3 1 16 13
split_gain=1.67307e-05 3.10146e-05 3.10477e-05 4.54943e-05 4.38938e-05 7.80516e-05 5.72386e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.083940000000000015 -0.13927999999999999 0.099595000000000017 -0.30307999999999996 -0.075974999999999987
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=-0.010099269252770373 -0.012776899052796407 0.025629059598728889 -0.0098793721038194643 -0.023184613673228781 -0.0079784402728131764 0.026848440737509777 0.0063229440913193883
leaf_weight=0.0014252095743896515 0.0012941581117525925 0.0010728537105019146 0.0013439312688149274 0.0011204593734679611 0.0011085192665492957 0.0015340185019746813 0.0015906405365794134
leaf_count=1060 521 201 205 932 221 346 424
internal_value=0 0.00155612 0.00394327 0.00683391 0.00306742 0.0122389 -0.00587211
internal_weight=0 0.00906458 0.00777042 0.00642649 0.00535364 0.00264254 0.0027111
internal_count=3910 2850 2329 2124 1923 567 1356
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=10
num_cat=0
split_feature=484 15 4 4 15 15 15 42 2
split_gain=0.000159385 6.4041e-05 3.83387e-05 5.05481e-05 5.89013e-05 5.72756e-05 4.94205e-05 8.04469e-05 5.9442e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.0017649999999999999 0.044585000000000007 -0.017214999999999998 -0.10071499999999999 -0.021529999999999997 0.078965000000000021 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00074521771437749179 0.00050352745404026299 0.00044236583022235707 -0.00042895881063365152 0.0001058860354900216 0.00037725581450478329 -0.00049191797180570928 0.00045260669810303684 -0.00043604426897557051 -0.00015805386524648496
leaf_weight=0.0010134135451027463 0.0011573520470894083 0.0014528508636457529 0.0013516887305639823 0.0014103204512441276 0.0011721246860310276 0.0010942955597251129 0.0015072096261871996 0.0010728925606222645 0.0010327961025007465
leaf_count=627 278 512 324 175 103 255 669 772 195
internal_value=0 6.66539e-05 1.6564e-05 -0.000104724 1.44749e-05 -0.000155301 0.000136959 1.41457e-05 0.000204305
internal_weight=0 0.0112515 0.0100942 0.00502843 0.00367674 0.00250462 0.00506575 0.0036129 0.00254001
internal_count=3910 3283 3005 857 533 430 2148 1636 864
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=9
num_cat=0
split_feature=124 484 160 13 12 0 49 0
split_gain=1.74615e-05 2.71047e-05 8.44551e-05 4.55081e-05 7.5772e-05 5.68122e-05 3.24781e-05 2.11733e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 -0.083514999999999992 0.092365000000000017 -0.053834999999999994 -0.0019649999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -8
right_child=1 -3 3 5 -6 -7 7 -9
leaf_value=0.012348001202944013 -0.029498363517876339 0.013274682835600099 0.027871149348723975 -0.0097484107886035096 -0.008214815918996329 -0.020336996037245061 0.00025717389744190402 0.020816955179574423
leaf_weight=0.0010290107191188334 0.0010741732812085628 0.0011151031714745274 0.0013191147676279409 0.0012987972971450381 0.0010411372417418654 0.0016110200870578491 0.0010002214527837028 0.0010033897896596813
leaf_count=310 742 438 526 206 118 351 160 1059
internal_value=0 -0.0013686 -0.00332464 0.000540679 0.0119532 -0.00494151 0.0025689 0.0105533
internal_weight=0 0.00946296 0.00834785 0.00727368 0.00236025 0.00491343 0.00330241 0.00200361
internal_count=3910 3600 3162 2420 644 1776 1425 1219
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 4 1 0 2
split_gain=4.12196e-05 8.15164e-05 8.02134e-05 7.01443e-05 0.000148177 6.47423e-05 6.83943e-05 6.73124e-05 6.58969e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 -0.0010999999999999996 0.085990000000000011 -0.10943499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -7 -1
right_child=-2 -3 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00044760633056232455 -0.00038210457350693424 0.00053444614658590818 -0.00054145696595286853 0.00081211199814330988 -0.00017507668888162885 -0.00067722922897809517 0.00045140773680347503 3.9743127251378086e-06 0.00016165160561340636
leaf_weight=0.0011910637910271657 0.0010303176215079876 0.0010990226298689702 0.0010475048428457276 0.0011800106177247286 0.0011584862565093973 0.0011364412958545173 0.0012635250066060436 0.0010951238881727497 0.0015985926310104412
leaf_count=1130 161 279 352 322 101 219 645 453 248
internal_value=0 2.84166e-05 -2.90907e-05 3.31488e-05 0.000323061 -7.47248e-05 7.29433e-05 -0.000342934 -9.84754e-05
internal_weight=0 0.0107698 0.00967075 0.00862324 0.0023385 0.00628475 0.00405318 0.00223157 0.00278966
internal_count=3910 3749 3470 3118 423 2695 2023 672 1378
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 2 3 12 1
split_gain=0.000130471 7.542e-05 9.52706e-05 9.58586e-05 6.20381e-05 9.5496e-05 0.000203238 0.000100916 8.83108e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 0.086650000000000019 0.10679500000000001 0.11818000000000002 0.090840000000000018 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 -6 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.0006766569687715469 0.00053036049701103011 0.00056265330440842358 -0.00061838075039132728 -0.00059791355369729195 9.9311267141240876e-05 0.00031925967077987784 -0.0007345021344188846 0.00084837785544383338 0.00012584462838157058
leaf_weight=0.0010365980547238389 0.0011638780271025851 0.0010051841335000826 0.0012505891804481697 0.0011380064651387569 0.0020004473112665848 0.0016140578473791299 0.0012476199003595978 0.0010567660772309528 0.0012023800096164403
leaf_count=627 367 216 889 188 616 296 104 360 247
internal_value=0 4.91926e-05 8.38152e-07 -6.39682e-05 8.61228e-06 0.000117273 -0.000140154 0.000358236 -0.000253581
internal_weight=0 0.0116789 0.0106737 0.00950987 0.00837186 0.00591889 0.00286168 0.00305721 0.00245297
internal_count=3910 3283 3067 2700 2512 1376 400 976 1136
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=11
num_cat=0
split_feature=484 11 4 1 2 3 4 0 43 16
split_gain=0.000105374 5.44145e-05 6.95627e-05 5.64371e-05 0.000133569 0.000101196 4.90444e-05 7.12314e-05 5.83427e-05 5.83964e-05
threshold=-1.0000000180025095e-35 0.081130000000000022 -0.0017649999999999999 0.076710000000000014 0.096540000000000015 -0.0026499999999999996 0.044585000000000007 -0.053834999999999994 -0.017894999999999998 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -4 8 -8 -10
right_child=1 -3 6 5 -6 -7 7 -9 9 -11
leaf_value=-0.00059089683267301305 -0.00048897436910189259 -0.0003812092542235222 -0.00038606311990238562 0.00087362321780597976 0.00040564527465943793 4.9503546637817765e-05 0.00053143354807521877 -0.00040208117073093079 -0.00032509895189719855 0.00031553088768940425
leaf_weight=0.0010691489897620464 0.0010253112007563596 0.0010189307560949457 0.0013214438523507701 0.0012224161917786997 0.0017146528604666989 0.0010780530491282412 0.0011939065040399827 0.0010489030799601257 0.0011032384999402943 0.0010851331113431056
leaf_count=627 976 209 317 608 250 175 263 152 192 141
internal_value=0 5.19278e-05 9.28186e-05 0.000260987 7.08732e-05 0.000487422 -5.45302e-05 4.43379e-05 0.00018278 -7.43414e-06
internal_weight=0 0.011812 0.0107931 0.00504043 0.00273996 0.00230047 0.00575263 0.00443118 0.00338228 0.00218837
internal_count=3910 3283 3074 2009 1226 783 1065 748 596 333
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=10
num_cat=0
split_feature=41 157 160 42 160 0 48 0 16
split_gain=3.81149e-05 5.05498e-05 7.01071e-05 7.72739e-05 5.78615e-05 5.9206e-05 9.53927e-05 6.02887e-05 7.1502e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.18901999999999997 0.016865000000000002 0.0059850000000000016 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.00041315897787760723 -0.00037058420577249038 -0.00041588753015740277 -0.00041545944362704381 -0.00021415717501815142 -0.00030808268443542435 0.00068896813128094996 0.00079573414081935529 -0.00017523228500723238 2.8620958524842794e-05
leaf_weight=0.0011762803567274072 0.0010011153056829888 0.0014445628387588462 0.0011700816978281667 0.0010982355650825948 0.0010068393090458564 0.0011509398165109464 0.0011113319329843557 0.0014359234660260723 0.001393968703823725
leaf_count=499 221 810 841 102 244 137 261 128 667
internal_value=0 2.90559e-05 -1.69916e-05 5.18751e-05 0.000127851 0.000198754 0.000287807 0.000146009 0.000327264
internal_weight=0 0.0109882 0.00981188 0.00836732 0.00719724 0.0061904 0.00509216 0.00398083 0.00254491
internal_count=3910 3689 3190 2380 1539 1295 1193 932 804
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=9
num_cat=0
split_feature=484 159 47 3 16 2 2 3
split_gain=0.000130863 5.31545e-05 6.20618e-05 5.80076e-05 8.34664e-05 7.28784e-05 6.61796e-05 6.37433e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.11818000000000002 -0.15168999999999996 0.08400500000000001 0.090905000000000014 -0.115685
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00068246316078555665 -2.3836744230477237e-05 0.00038836999664585759 0.00033862220622278902 -0.00039836994467819351 -0.00058173676292763374 0.00040280842844445526 -0.00021389654439233599 0.0006509257514394133
leaf_weight=0.0010002455362924561 0.0010371548835546689 0.0016023383426673555 0.0017274584235878413 0.0016516619658334024 0.0011009445806790005 0.0010535508140349877 0.0018328833136103161 0.0011189928810735623
leaf_count=627 92 522 193 138 635 726 777 200
internal_value=0 5.79609e-05 2.36426e-06 -7.21524e-05 1.55498e-05 -0.000152513 1.12013e-05 0.00032635
internal_weight=0 0.011125 0.00952265 0.00779519 0.00614353 0.00398738 0.00288643 0.00215615
internal_count=3910 3283 2761 2568 2430 2138 1503 292
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=9
num_cat=0
split_feature=147 159 1 42 133 4 16 4
split_gain=1.93258e-05 4.53908e-05 5.38595e-05 6.37616e-05 5.79618e-05 3.45735e-05 8.51556e-05 6.63443e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.12730000000000002 0.085775000000000004 0.065880000000000008 0.0057500000000000008 -0.094359999999999986 -0.14301
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=-0.021701295533531888 0.011825156775854518 0.0076398395401351561 0.022493477999370362 -0.019044847414146509 0.023225164789078837 -0.012850619294233213 0.028130051195216166 -0.024957424930279085
leaf_weight=0.001001341501113453 0.0012150909161020235 0.001159312630848894 0.0010090880684499844 0.0017130727997562477 0.0011309813947794718 0.0010142947515452143 0.0010139250752539365 0.0013531135734124269
leaf_count=623 234 231 277 1013 511 144 111 766
internal_value=0 -0.00157702 0.000823716 -0.00213737 0.00296941 -0.00207588 0.00763598 -0.00991602
internal_weight=0 0.00939513 0.00839379 0.0073847 0.00567163 0.00454065 0.00202822 0.00251243
internal_count=3910 3676 3053 2776 1763 1252 255 997
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=11
num_cat=0
split_feature=484 15 15 2 16 150 15 0 43 0
split_gain=0.000140468 6.22284e-05 5.01563e-05 4.28823e-05 7.6471e-05 5.5289e-05 5.92025e-05 8.58626e-05 8.41197e-05 7.60503e-06
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 0.10113500000000002 -0.10486499999999999 0.086420000000000011 0.024640000000000006 -0.10131499999999999 -0.079109999999999986 0.024745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 -9 -6
right_child=1 2 3 4 9 -7 -8 8 -10 -11
leaf_value=-0.00070293170285171819 0.00048608191612190877 -0.0003884837144159027 0.00083771945658235223 -0.00057419146541803695 -3.4838014370883174e-05 -0.00025920342028005794 -0.00016977876345132585 -0.00019462819565745559 0.00048975369500480826 0.0002063025366291011
leaf_weight=0.001026918260893476 0.0011536307993501574 0.0011068536935184671 0.0010267716010324691 0.0010161649259726934 0.0010056219665627343 0.0010399819483354993 0.0010651456131955837 0.0012813755551495747 0.0014973969676613788 0.0010056936733863486
leaf_count=627 278 257 109 143 402 223 1139 310 293 129
internal_value=0 5.4778e-05 5.24438e-06 5.40016e-05 -0.000135766 0.000151202 0.000238831 0.000353198 0.000174165 8.57366e-05
internal_weight=0 0.0111986 0.010045 0.00893815 0.00302748 0.00591067 0.00487069 0.00380554 0.00277877 0.00201132
internal_count=3910 3283 3005 2748 674 2074 1851 712 603 531
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=10
num_cat=0
split_feature=41 157 160 42 15 15 0 2 16
split_gain=4.24805e-05 4.41463e-05 7.10172e-05 8.40243e-05 5.20414e-05 7.65425e-05 0.000113428 0.000113629 9.89288e-06
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.18901999999999997 1.0000000180025095e-35 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -7
right_child=-2 2 3 4 -6 8 7 -9 -10
leaf_value=0.00038657632532677352 -0.00039499154366870492 -0.00041461902132891874 -0.00043016755326984949 -0.00024116313919508907 0.00049760643146481943 -0.00039162527760226923 0.00010602403711194884 0.0009452927295049028 -0.00011630421932634122
leaf_weight=0.0011712676645662572 0.001001849350957284 0.0014632015738210271 0.001183558180516262 0.001353754126607769 0.0012482087718527187 0.0010047190971007513 0.0014640799139100766 0.0010760691391395508 0.001002358451347966
leaf_count=499 221 810 841 112 592 122 216 389 108
internal_value=0 2.68073e-05 -1.6209e-05 5.37504e-05 0.000133864 5.69228e-05 0.00021725 0.000461559 -0.000254127
internal_weight=0 0.0109672 0.00979595 0.00833275 0.00714919 0.00590098 0.0038939 0.00254015 0.00200708
internal_count=3910 3689 3190 2380 1539 947 717 605 230
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=10
num_cat=0
split_feature=484 15 4 15 42 2 4 3 2
split_gain=0.000109006 5.70712e-05 4.28833e-05 7.50092e-05 8.24723e-05 5.75962e-05 5.40944e-05 5.89608e-05 4.95785e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.0017649999999999999 -0.021529999999999997 0.078965000000000021 0.10113500000000002 0.044585000000000007 0.090325000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 8 -8
right_child=1 2 6 4 -6 -7 7 -9 -10
leaf_value=-0.00062545062646161484 0.00045850307407695504 0.00049801882827138803 -0.00047318486070403753 0.00041043930778574 -0.00048752861759922023 -0.00019118308152665545 -7.1643904743187614e-05 -0.00036222802459601693 0.00049297061435764301
leaf_weight=0.00100790663762139 0.00116531721604412 0.0014815460972974728 0.0012999590161805459 0.0015012638720922336 0.0010534027913611179 0.0010325995723799112 0.0014130430728752294 0.001206861105155884 0.001036538701400204
leaf_count=627 278 512 324 669 772 195 121 113 299
internal_value=0 4.77908e-05 5.02072e-08 0.000126861 -2.64273e-05 0.000165266 -0.000129637 -7.49683e-06 0.000167272
internal_weight=0 0.0111905 0.0100252 0.00506881 0.00358727 0.00253386 0.0049564 0.00365644 0.00244958
internal_count=3910 3283 3005 2148 1636 864 857 533 420
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=10
num_cat=0
split_feature=484 41 42 3 43 3 1 52 2
split_gain=0.000114326 5.82379e-05 7.3055e-05 7.41206e-05 6.42164e-05 5.865e-05 5.35739e-05 5.83448e-05 8.62299e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -1.0000000180025095e-35 -0.11266 -0.044024999999999988 -0.074679999999999983 0.077800000000000022 -0.074484999999999982 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -8 -9
right_child=1 -3 3 4 6 -7 7 8 -10
leaf_value=-0.00063847276921683157 -0.00030487002735367564 -0.00039614808888563017 0.00051071555040416497 4.6034082652940088e-05 -0.00041628072938887871 0.00070157079051605745 -0.00030438151411628925 0.00050858114279679265 -0.00019570550501018489
leaf_weight=0.0010105451548908734 0.0015226567235647756 0.0010289845990795127 0.0018391499266025048 0.0011024116962066685 0.001175496437626971 0.0010013516562312574 0.0011782628693502413 0.0016142091007026866 0.0011406763293294825
leaf_count=627 949 191 194 490 429 383 146 324 177
internal_value=0 4.91631e-05 9.24966e-05 0.000159342 6.97422e-05 0.000358057 -4.89872e-05 6.07855e-05 0.000216967
internal_weight=0 0.0116032 0.0105742 0.00905156 0.00721241 0.00210376 0.00510864 0.00393315 0.00275489
internal_count=3910 3283 3092 2143 1949 873 1076 647 501
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=11
num_cat=0
split_feature=484 1 51 2 12 12 3 0 4 3
split_gain=0.000106247 9.48152e-05 8.7567e-05 8.05897e-05 0.000106211 0.000130927 0.000118876 0.000102847 7.26966e-05 1.05088e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.098845000000000016 0.085185000000000025 0.11818000000000002 -0.10575999999999998 0.0057500000000000008 -0.081359999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 8 -4 -5 -9
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.0005981048061585657 0.00047913091705543195 0.00061425595580014267 0.00013588217087824855 -8.4191036665748272e-05 -0.0005269954427959305 0.00059505241669042814 -0.00053170087242989023 -0.00072736038724964427 0.00057015872492421254 -0.00044640318599832335
leaf_weight=0.0010770141387575352 0.0012612595535321696 0.0010278326370744455 0.0011851149276706687 0.001541465565593347 0.0010322109367373045 0.0017968496520048022 0.0012906615621530726 0.0010458176699160368 0.0011322187314696626 0.0010024554156433862
leaf_count=627 367 216 110 254 278 688 108 643 194 425
internal_value=0 4.41122e-05 -7.80214e-06 -6.90529e-05 5.22227e-05 0.000155999 -4.30031e-05 -0.000323855 0.000192905 -0.000589856
internal_weight=0 0.0123159 0.0112881 0.0100268 0.00679341 0.0057612 0.00396435 0.00323339 0.00267368 0.00204827
internal_count=3910 3283 3067 2700 1522 1244 556 1178 448 1068
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=9
num_cat=0
split_feature=48 4 42 160 133 47 52 49
split_gain=4.16156e-05 9.00996e-05 5.04028e-05 5.29961e-05 8.46039e-05 5.97203e-05 7.92368e-05 7.48767e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 -0.026849999999999995 0.083815000000000014 0.09023500000000001 0.06136500000000001 -0.047309999999999998
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=0.00034657821783996352 -0.00037911373969215447 0.00042414421867973577 -0.00032583916057931983 -0.00015945764600476203 0.00039470188822349786 0.00022265319562370342 0.00011459959311751827 -0.00088914362563695176
leaf_weight=0.0015700291917468221 0.001032121299040443 0.0018728998261904077 0.0019689906103039318 0.0010414300352729338 0.0012120749781921753 0.0010135229734530866 0.0010666580911983256 0.0011244405572532457
leaf_count=546 161 388 1173 129 448 105 418 542
internal_value=0 3.28795e-05 -4.85686e-05 2.91109e-05 -6.22085e-05 -0.000192638 -0.000322848 -0.000538284
internal_weight=0 0.01087 0.00899715 0.00702816 0.00545813 0.00424605 0.00323253 0.00216587
internal_count=3910 3749 3361 2188 1642 1194 1089 671
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=9
num_cat=0
split_feature=51 160 13 1 13 12 1 3
split_gain=1.9644e-05 5.84131e-05 3.51144e-05 4.6891e-05 3.9557e-05 4.18024e-05 7.08671e-05 4.64014e-06
threshold=0.11255500000000002 -0.081069999999999989 -0.090744999999999978 0.090475000000000014 0.076210000000000014 0.084100000000000022 0.096035000000000023 -0.12817999999999996
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=0.020637131218722484 -0.013414839249314456 -0.0035381050302414774 0.0088250155468405506 0.02483553963201296 0.00073538654639819642 -0.029244164313987037 -0.022012244307970993 0.010328244414328953
leaf_weight=0.0013464565247365513 0.0010002609454242877 0.0013767050799460086 0.0015827680615876703 0.0010095779389017892 0.0010051192522626869 0.0010076955903644681 0.00140834394091443 0.0010118521893824721
leaf_count=687 280 262 298 225 166 1475 338 179
internal_value=0 0.00130043 -0.00179834 0.00846609 -0.00586994 -0.011629 -0.00569449 0.00554783
internal_weight=0 0.00974852 0.00840206 0.00238628 0.00601578 0.00399881 0.00299111 0.00201697
internal_count=3910 3630 2943 487 2456 2111 636 345
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=9
num_cat=0
split_feature=47 4 1 1 160 4 133 16
split_gain=1.80083e-05 6.2433e-05 8.90742e-05 5.94887e-05 3.62223e-05 5.75617e-05 5.59044e-05 5.84907e-05
threshold=0.11926500000000002 0.24280000000000004 0.11235500000000002 0.11215000000000001 0.084835000000000008 -0.0010999999999999996 1.0000000180025095e-35 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0076306416162614105 -0.012756476613518405 -0.0030381993922748789 0.034385105844669368 -0.024783008787001348 0.015541883078622946 -0.024349896280172752 -0.016496821789392407 0.022667741814853856
leaf_weight=0.0010839947012451188 0.0010121019402924277 0.0013424066463482882 0.0012086658853479801 0.0011121154104112279 0.0012502754879360522 0.0010430254129524634 0.0011203801840984182 0.0015457048164956894
leaf_count=817 145 198 317 217 390 529 858 439
internal_value=0 0.00126074 0.0146925 -0.00352794 0.000383465 -0.00357059 0.00220885 0.0101784
internal_weight=0 0.00970657 0.00255107 0.0071555 0.00604338 0.00479311 0.00375008 0.0026297
internal_count=3910 3765 515 3250 3033 2643 2114 1256
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=10
num_cat=0
split_feature=484 159 150 11 124 1 15 15 43
split_gain=0.000124129 5.20666e-05 5.53541e-05 5.51644e-05 5.72943e-05 6.83575e-05 6.26329e-05 6.05874e-05 9.89276e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11398500000000002 0.077330000000000024 -0.018779999999999995 0.12864500000000004 -0.10192499999999999 -0.059484999999999989 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.00066165294659708673 -0.00030967076426726808 0.00038186282611091986 -0.00040946487647216455 -0.00037346919828221267 -0.00032519805997552662 0.00063670086729211229 0.00054079891710462195 -0.00021771813231030097 0.00053202305603798194
leaf_weight=0.0010156403928613554 0.0010684234299972815 0.0015984848732244423 0.0011227560996987787 0.0010250833570399744 0.0011044068991698302 0.0010566205358804584 0.0013599753743431535 0.0019560871909153591 0.0010344705810104386
leaf_count=627 185 522 145 207 194 135 386 1336 173
internal_value=0 5.39043e-05 1.37999e-08 5.3441e-05 0.000111174 0.000180227 9.18083e-05 0.000197668 4.16265e-05
internal_weight=0 0.0113263 0.00972782 0.00860507 0.00757998 0.00651156 0.00545494 0.00435053 0.00299056
internal_count=3910 3283 2761 2616 2409 2224 2089 1895 1509
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=4.98091e-05 7.84196e-05 7.17404e-05 7.3948e-05 0.000150653 7.80304e-05 9.80068e-05 7.03672e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.073129999999999987
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=-0.00035333148918926394 -0.00041793253348153356 0.00051710606055815043 -0.00050370219062035942 0.00081270874146927995 -0.00016761236722520986 -0.00042468027199465453 0.00057077671861206867 0.0001967551150252278
leaf_weight=0.0019475226328270544 0.0010544903888262186 0.0011318730805483712 0.0010841185549288401 0.0012084357801089235 0.0012023792475354227 0.0018057102022563873 0.0010879062894003366 0.0016528457120242603
leaf_count=1854 161 279 352 322 101 456 107 278
internal_value=0 2.79643e-05 -2.74618e-05 3.05183e-05 0.00032378 -7.83515e-05 5.50387e-05 -0.000100799
internal_weight=0 0.0111208 0.00998892 0.0089048 0.00241082 0.00649398 0.00468827 0.00360037
internal_count=3910 3749 3470 3118 423 2695 2239 2132
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=8
num_cat=0
split_feature=41 150 150 3 15 1 4
split_gain=4.56559e-05 4.98165e-05 5.18993e-05 6.02509e-05 0.000149867 7.78836e-05 4.88907e-05
threshold=1.0000000180025095e-35 0.11398500000000002 0.077110000000000012 0.092005000000000017 -0.017214999999999998 0.10113500000000002 -0.076854999999999993
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=0.00018451301623793632 -0.00040322451513134523 -0.00036553096418196352 0.00040882123860237068 -0.00058295288759747921 0.0002630181149816961 0.00048626552380446426 -0.00028140972173898188
leaf_weight=0.0019522949939408895 0.0010102421384752059 0.0010917433834637417 0.0015232224071626112 0.0017527553235595385 0.0014891196144324699 0.0017296746392438363 0.0015559952911332734
leaf_count=999 224 148 340 204 140 483 1372
internal_value=0 3.21758e-05 7.55819e-05 1.57225e-05 -0.000194365 0.00014575 -2.21328e-05
internal_weight=0 0.0110948 0.0100031 0.00847984 0.00324187 0.00523796 0.00350829
internal_count=3910 3686 3538 3198 344 2854 2371
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=8
num_cat=0
split_feature=11 4 2 1 15 15 48
split_gain=2.04223e-05 2.86678e-05 4.54271e-05 6.48161e-05 3.80302e-05 4.66137e-05 5.30302e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10836000000000003 0.076710000000000014 -0.017214999999999998 -0.089594999999999994 0.086870000000000017
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=-0.010859384810915236 -0.012624911981936687 -0.012648226364179489 0.025949364710462754 0.01646333727881823 0.011002424577011775 -0.026348165095817885 0.016202146369306867
leaf_weight=0.0018653613648246983 0.0011563280799200262 0.0016900596333103519 0.0010090046818283724 0.0016242224518211144 0.0013095161474624786 0.0010786689642055293 0.0010226290128160739
leaf_count=1359 279 483 260 750 182 396 201
internal_value=0 0.00144236 0.00726149 0.00185794 -0.00368968 -0.00876425 -0.00177222
internal_weight=0 0.00959946 0.00449859 0.00348958 0.00510087 0.00379136 0.00271269
internal_count=3910 3631 2369 2109 1262 1080 684
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=10
num_cat=0
split_feature=484 484 51 48 12 51 49 13 16
split_gain=0.000112171 5.23234e-05 5.63526e-05 7.97682e-05 4.76534e-05 7.58296e-05 8.95294e-05 0.000128605 5.00748e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.09414500000000002 0.092065000000000022 -0.036459999999999992 -0.095859999999999987 -0.029304999999999998 0.0015650000000000002 -0.00083999999999999993
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=-0.00061903684802957592 -0.00021903005391018312 -0.00036862127705252867 0.00053415605287641563 -0.00036377791613577377 0.00066465342570869634 0.00048675435485014189 -4.336382558570736e-05 -0.00062102487248314787 0.00049382467953482871
leaf_weight=0.0010436950421362371 0.00129163587953522 0.0010337190186568762 0.0010095049797079316 0.0015260421475055191 0.0010931068641084826 0.001626801275430286 0.0017308114451238779 0.0011231334381804139 0.0010856092856432798
leaf_count=627 317 367 257 243 242 235 1098 336 188
internal_value=0 5.2262e-05 9.37505e-05 4.68385e-05 0.000125647 0.000192499 9.97789e-05 -6.00189e-05 0.000163699
internal_weight=0 0.0115204 0.0104866 0.00947714 0.0079511 0.00665946 0.00556636 0.00393955 0.00281642
internal_count=3910 3283 2916 2659 2416 2099 1857 1622 1286
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=1.78239e-05 3.49214e-05 5.08672e-05 6.45263e-05 6.46208e-05 9.63467e-05 7.23476e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.099595000000000017 -1.0000000180025095e-35
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=0.013685296493172395 -0.01269600180397349 -0.021763417711604092 -0.023919207245855001 0.022511028209633729 -0.020415543906452453 0.030241847233232116 0.0074098438527846477
leaf_weight=0.0018323958960454736 0.0010122741753415812 0.001083575775750658 0.0012360597329259479 0.0012095398322228721 0.0015385889189458999 0.0010205379843370469 0.0018260290351339891
leaf_count=802 731 759 365 532 306 229 186
internal_value=0 0.00124548 -0.00163469 0.00155837 -0.0029501 0.00363197 -0.00523661
internal_weight=0 0.00974673 0.00791433 0.00683076 0.00562122 0.00408263 0.00306209
internal_count=3910 3179 2377 1618 1086 780 551
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=9
num_cat=0
split_feature=124 4 1 4 1 0 3 1
split_gain=1.79202e-05 2.65013e-05 6.22114e-05 4.78394e-05 5.2277e-05 6.354e-05 4.01641e-05 2.9061e-05
threshold=-0.061329999999999989 -0.034289999999999994 0.081005000000000008 -0.0010999999999999996 0.11235500000000002 -0.17106499999999999 -0.115685 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 -2 -6
right_child=1 3 -4 4 7 -7 -8 -9
leaf_value=0.012327194129865366 0.015368979214954238 0.022265708291752243 -0.028506767311216975 0.0074424699861267291 0.018804760623971722 -0.022289581283151536 -0.011788238446791293 -0.0034569783717359869
leaf_weight=0.0010532107420762353 0.0010231250288160391 0.0010128568852209368 0.0010704517911333282 0.0012066871567959496 0.0014071338128287328 0.0017776943854531007 0.0011643374666247893 0.0010053662537536892
leaf_count=310 101 659 693 122 193 675 974 183
internal_value=0 -0.00140906 -0.00875291 0.00232364 -0.00141898 -0.0102679 0.000913798 0.00952758
internal_weight=0 0.00966765 0.00325791 0.00640974 0.00539688 0.00298438 0.00218746 0.0024125
internal_count=3910 3600 1768 1832 1173 797 1075 376
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=8
num_cat=0
split_feature=1 42 160 52 4 16 2
split_gain=1.90887e-05 3.25328e-05 4.32197e-05 7.351e-05 5.30516e-05 0.000119538 7.26286e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.087604999999999988 -0.0010999999999999996 -0.25582999999999995 0.088405000000000025
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=-0.027407840989842613 0.0097771634594546273 -0.01770623597355786 0.015771017656243599 0.032815164968926995 0.010576886672998772 -0.032055362111865153 -0.0011613947824779833
leaf_weight=0.001045989526285371 0.0016667758161594383 0.0011342952455521685 0.001485845980553009 0.0010014013009890699 0.0014746957800532592 0.0011871728691898861 0.0016924322850391362
leaf_count=492 331 706 412 966 237 358 408
internal_value=0 -0.00187114 0.000406082 -0.00316015 0.00157552 -0.00843677 0.011469
internal_weight=0 0.00902183 0.00788754 0.00640169 0.0053557 0.00266187 0.00269383
internal_count=3910 3579 2873 2461 1969 595 1374
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 3 4
split_gain=0.000113431 3.83525e-05 5.74266e-05 0.000111445 7.79666e-05 5.94016e-05 5.18614e-05 4.73805e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 -0.006494999999999999 -0.050194999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -7
right_child=1 -3 5 -5 6 7 -8 -9
leaf_value=-0.00063159588494153844 0.0003533109600742572 0.00033909487084521659 -0.00053809218404851763 0.00067201147048355405 -0.00054346478285105591 -0.00023020778115324922 2.5677544571482321e-05 0.00024524654478935503
leaf_weight=0.0010014443782388497 0.0014539804502411127 0.0015917420453208002 0.0011457964650976259 0.0012078424610456502 0.0010731582178010938 0.0018154834323472679 0.0014435440854991344 0.0014489752155871509
leaf_count=627 180 522 206 285 361 504 275 950
internal_value=0 5.72298e-05 1.04401e-05 0.000150474 -8.17235e-06 -0.000153988 -0.000217013 -1.91708e-05
internal_weight=0 0.0111805 0.00958878 0.00517853 0.00397068 0.00441026 0.0025167 0.00326446
internal_count=3910 3283 2761 1101 816 1660 636 1454
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=8
num_cat=0
split_feature=0 1 47 52 3 0 13
split_gain=1.98322e-05 4.45371e-05 5.39321e-05 7.00379e-05 3.59483e-05 4.02629e-05 5.15824e-05
threshold=-0.075584999999999986 0.085835000000000009 0.09252500000000001 -0.0066199999999999991 0.076695000000000013 0.12346000000000001 -0.017604999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=-0.01998441349711436 0.0007008561767783241 -0.0089171645696601957 -0.019311787029008147 0.019323167491613589 -0.0098206579049958161 -0.0069168791640790792 0.029607143427065649
leaf_weight=0.0013353178423135747 0.0011119695406408862 0.0015954789935557407 0.0010354409485605525 0.0019534220316654266 0.0012476032128043986 0.0010091191869393557 0.0013877775998367629
leaf_count=1693 497 271 195 532 181 148 393
internal_value=0 -0.00391283 0.000768472 0.00662716 0.00475883 0.00994267 0.0167487
internal_weight=0 0.00591966 0.00458434 0.0035489 0.00475647 0.00350887 0.00249975
internal_count=3910 2691 998 803 1219 1038 890
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=9
num_cat=0
split_feature=484 159 47 2 1 4 43 150
split_gain=0.000135632 3.35533e-05 5.19939e-05 6.83409e-05 9.36612e-05 6.71349e-05 6.53368e-05 2.97576e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.09112000000000002 0.0082450000000000006 -1.0000000180025095e-35 0.083855000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -6
right_child=1 -3 -4 5 7 -7 -8 -9
leaf_value=-0.00069581479829095179 -4.0059991661740392e-05 0.00032288795771501244 0.000323447240627574 -0.00058602962702208926 1.1302495352307312e-05 -8.6973647866542185e-06 0.00057947157654503775 -0.00046403003473554798
leaf_weight=0.0010001479658991617 0.0010902536665734059 0.0015776347040957076 0.0017166481423235057 0.0014571062981643713 0.0010196431567687189 0.0016527377737974034 0.0016373790291524576 0.0010059069972465362
leaf_count=627 995 522 193 366 344 300 457 106
internal_value=0 5.79221e-05 1.4286e-05 -5.32097e-05 9.46508e-05 -0.000279204 0.000331841 -0.000224752
internal_weight=0 0.0111573 0.00957968 0.00786303 0.00475318 0.00310984 0.00272763 0.00202555
internal_count=3910 3283 2761 2568 1902 666 1452 450
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=9
num_cat=0
split_feature=484 159 47 2 16 2 3 12
split_gain=0.000109554 5.73186e-05 6.16571e-05 5.0675e-05 7.73036e-05 8.80319e-05 6.51427e-05 5.87462e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10571000000000001 -0.114825 0.08400500000000001 0.11818000000000002 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -7
right_child=1 -3 -4 6 5 7 -8 -9
leaf_value=-0.00062785669735394042 0.00039008832121527505 0.00038839277461069876 0.00032131827852036944 -5.281198470952304e-06 -0.0005678846160211841 -0.00018656950319845058 -0.00060797702172095023 0.00042033876545077441
leaf_weight=0.0010067508670279475 0.0015972326600550853 0.0016211678832773633 0.0017724744649298295 0.0014199285005705876 0.0011796431422721751 0.0013825377460956862 0.0013403352614395963 0.0011019103591395204
leaf_count=627 256 522 193 433 620 234 102 923
internal_value=0 4.68833e-05 -9.6453e-06 -8.2776e-05 3.01059e-05 -0.000126816 -0.00029794 8.26084e-05
internal_weight=0 0.0114152 0.00979406 0.00802159 0.00526132 0.00366409 0.00276026 0.00248445
internal_count=3910 3283 2761 2568 2033 1777 535 1157
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=9
num_cat=0
split_feature=11 13 39 0 42 15 1 13
split_gain=1.93364e-05 3.11568e-05 4.08014e-05 5.91201e-05 6.11011e-05 4.66156e-05 2.69542e-05 2.36576e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.08401500000000002 -0.074174999999999977 0.10471000000000001 -0.40944499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0014199627172797923 -0.012342175824021086 -0.007249964081585048 0.013783783132322858 -0.022583418309418134 0.02218394105431061 -0.020057951262343776 0.015253272419022698 0.022316804566116424
leaf_weight=0.0010739258131346242 0.0011433844129732128 0.0011142901854948708 0.0013872748543424926 0.0014813107804699582 0.0010047311536608167 0.0013855561610340425 0.0010190595694624105 0.0010932997872620232
leaf_count=148 279 339 358 328 1114 883 75 386
internal_value=0 0.00141804 -0.00167314 -0.00524403 0.000433923 -0.00577622 0.00349939 0.0119618
internal_weight=0 0.00955945 0.00739222 0.00600495 0.00452364 0.00351891 0.00213335 0.00216723
internal_count=3910 3631 3097 2739 2411 1297 414 534
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=9
num_cat=0
split_feature=0 0 2 150 15 3 13 3
split_gain=1.6831e-05 4.66658e-05 4.67844e-05 7.27059e-05 4.99961e-05 3.11448e-05 3.36233e-05 4.41679e-05
threshold=-0.075584999999999986 -0.10575999999999998 0.083795000000000022 0.082085000000000019 -0.14487999999999998 0.076695000000000013 -0.034809999999999987 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 -8
right_child=5 -3 3 -5 -6 -7 7 -9
leaf_value=0.019977057126901274 -0.0041670416813222198 -0.019901279231648295 0.00012277687903288986 0.014145859791088953 -0.030034707973949727 -0.0091881178253913585 0.0032152448497762155 0.031091265972794664
leaf_weight=0.0010309284270639783 0.0012216179723727682 0.0013548512725820227 0.00106745721530061 0.0013387813559252691 0.0011334200846081722 0.0012460989954668931 0.0012024275714779269 0.0010779217632631687
leaf_count=119 509 1970 155 186 261 181 194 335
internal_value=0 -0.00360159 0.00123009 -0.00422998 -0.0154079 0.0043892 0.00922039 0.0163922
internal_weight=0 0.00592544 0.00457059 0.00353966 0.00220088 0.00474807 0.00350197 0.00228035
internal_count=3910 2691 721 602 416 1219 1038 529
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=9
num_cat=0
split_feature=484 41 150 3 2 0 2 3
split_gain=9.85131e-05 4.54553e-05 8.49752e-05 7.79041e-05 5.6077e-05 8.55389e-05 4.4556e-05 8.52838e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.113945 -0.13027499999999997 0.097940000000000013 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00058931003660569786 0.00057238970229568122 -0.00034549114526026146 -0.00042873061392384486 0.00051787440518446268 -0.00026360730296846728 0.00017246313188445228 0.00034213592950891588 -0.00045309530404888013
leaf_weight=0.001015336461634442 0.0014096777598710678 0.0010271603076568306 0.0010989939887189786 0.0017810702075613969 0.0015407672626953231 0.0019092899900962897 0.0011655869551884589 0.0014931836973575265
leaf_count=627 229 191 142 220 417 1608 252 224
internal_value=0 4.80116e-05 8.68814e-05 0.000147815 7.19566e-05 0.000153389 1.12776e-05 -0.000102065
internal_weight=0 0.0114257 0.0103986 0.00929958 0.0078899 0.00634913 0.00456806 0.00340247
internal_count=3910 3283 3092 2950 2721 2304 2084 1832
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=8
num_cat=0
split_feature=3 39 51 49 13 42 16
split_gain=1.70094e-05 4.45066e-05 5.18063e-05 7.71433e-05 7.95308e-05 9.13449e-05 5.70319e-05
threshold=0.13772500000000001 0.085060000000000011 0.08955500000000001 -0.029304999999999998 0.0015650000000000002 0.084100000000000022 -0.057604999999999996
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=0.016521565040643255 0.0095849169439419582 0.016267005516053364 -0.024822714254139899 -0.0073790234651539615 -0.029181882650849835 -0.023355185458473534 0.022793914054791205
leaf_weight=0.0018054448064480392 0.0015651469211484968 0.0011974120845898049 0.001075349572530456 0.0010708872440443934 0.0012725489815969809 0.0011759988342441934 0.0015094205440646976
leaf_count=318 239 383 351 533 528 1201 357
internal_value=0 -0.00170017 -0.00442015 -0.00120989 -0.00757579 -0.000256148 0.0102714
internal_weight=0 0.00910706 0.00790965 0.0068343 0.00502886 0.00375631 0.00258031
internal_count=3910 3671 3288 2937 2619 2091 890
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=10
num_cat=0
split_feature=484 159 42 0 15 47 4 2 42
split_gain=0.000137495 5.59807e-05 7.20538e-05 5.85422e-05 9.91615e-05 8.38712e-05 0.000126991 9.99044e-05 7.71962e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.089879999999999974 -0.03231499999999999 0.09252500000000001 0.0057500000000000008 0.11203000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 -6
right_child=1 -3 3 4 8 -7 7 -9 -10
leaf_value=-0.0006870235475551446 -0.00049788826726951407 0.000389162229487146 -0.00046171765160458886 0.000601065673741442 0.00024126516007873789 -0.00060011665231208189 0.00069318153981275013 -0.00013127164402711592 -0.00043618936237594275
leaf_weight=0.0010456356952150041 0.0010054469151328229 0.001655826386176903 0.0012451116549726548 0.0016272670079255976 0.0017545435290171867 0.0010060116479185207 0.00123860521204376 0.0010391865879237753 0.0010241801063066575
leaf_count=627 346 522 291 462 530 131 188 98 715
internal_value=0 5.53632e-05 -2.39826e-07 5.57607e-05 0.000216675 -0.000100786 4.18043e-05 0.000317045 -8.43058e-06
internal_weight=0 0.0115962 0.00994035 0.00893491 0.00440599 0.00452892 0.0035229 0.00227779 0.00277872
internal_count=3910 3283 2761 2415 1707 708 577 286 1245
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=9
num_cat=0
split_feature=41 157 160 42 0 48 42 0
split_gain=4.4071e-05 4.65832e-05 9.95217e-05 0.000101288 7.19191e-05 0.000144879 7.9062e-05 5.8103e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 0.08593000000000002 0.084435000000000024 0.0059850000000000016
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=0.00040221548763822471 -0.00040088640740728503 -0.00048423101885957 -0.00047025331342099463 -0.00018284564529807718 0.00056004213446728438 0.00090466310913272184 -0.00026010486275732569 -8.323021708559346e-06
leaf_weight=0.0011395450244610352 0.0010111042276838679 0.0014853158896681951 0.0011631081017943433 0.0018249615568128865 0.0015097667281462408 0.0010933636891107094 0.0014879948567103236 0.0012759314895081715
leaf_count=499 221 810 841 168 240 264 747 120
internal_value=0 2.69098e-05 -1.65514e-05 6.65894e-05 0.000153409 0.000267745 0.000104799 0.000299714
internal_weight=0 0.01098 0.00984044 0.00835513 0.00719202 0.00536706 0.00427369 0.0027857
internal_count=3910 3689 3190 2380 1539 1371 1107 360
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=10
num_cat=0
split_feature=3 2 2 2 3 12 1 3 3
split_gain=1.68456e-05 2.50148e-05 6.40445e-05 4.3863e-05 7.39041e-05 8.3853e-05 4.17399e-05 3.72235e-05 3.34085e-05
threshold=-0.15464999999999998 0.097940000000000013 0.10679500000000001 0.084235000000000018 -1.0000000180025095e-35 0.097345000000000015 0.10828500000000001 0.12991000000000003 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -4 -8 -5
right_child=1 2 6 8 -6 -7 7 -9 -10
leaf_value=0.01124635100814235 -0.029455138984776103 0.025490025791047834 -0.019187637112432709 -0.004619113648567195 0.021801430191022011 0.010829167914849665 0.018742328307867311 -0.0081140360000594245 -0.02968100560557238
leaf_weight=0.0011742495089144501 0.0010634849352011114 0.0010668563990287416 0.0010451724367170159 0.0010664277335074002 0.0011429983380970782 0.0010050090284077036 0.0010340826439602111 0.0010302708296583141 0.0010611796674546642
leaf_count=259 821 278 366 1323 134 168 210 173 178
internal_value=0 -0.00144861 0.00434856 -0.00598332 0.00139415 -0.0098824 -0.00290492 0.00533894 -0.0171192
internal_weight=0 0.00951548 0.00417638 0.0053391 0.00321149 0.00206849 0.00310953 0.00206435 0.00212761
internal_count=3910 3651 1027 2624 1123 989 749 383 1501
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=11
num_cat=0
split_feature=484 15 151 124 13 16 12 15 2 2
split_gain=0.000219028 8.53117e-05 7.01819e-05 8.91209e-05 7.20367e-05 7.63772e-05 7.0973e-05 9.92348e-05 5.31645e-05 4.27347e-05
threshold=-0.0043499999999999988 -0.26361999999999991 -0.086249999999999979 -0.018779999999999995 -0.10241499999999999 -0.08755499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10045500000000002 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 9 7 -7 -5 -6
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00088207393937184088 0.0005456039863833169 0.00048117413607846161 -0.00053513767386405178 5.707539178419463e-06 -0.000132138678926887 0.00074290307284007907 -0.00019858130555511295 -8.5351211449963662e-05 0.00061278394227993235 -0.00066581152088833625
leaf_weight=0.0010165200760074286 0.0012729388862346589 0.0010920568612706365 0.0012360764135556724 0.0010339570762374405 0.0013631128568235326 0.0010918551969641421 0.0018516176630924705 0.0011335484768401419 0.0011963395666352041 0.0010001721505106264
leaf_count=612 278 282 173 128 464 93 1423 137 113 207
internal_value=0 6.50415e-05 9.42359e-06 -4.25795e-05 2.76393e-05 -7.75351e-05 8.50366e-05 0.000321017 0.000331346 -0.000357996
internal_weight=0 0.0122717 0.0109987 0.00990668 0.0086706 0.00644031 0.00407702 0.0022254 0.0022303 0.00236329
internal_count=3910 3298 3020 2738 2565 2324 1653 230 241 671
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=11
num_cat=0
split_feature=147 52 151 4 52 12 2 52 4 12
split_gain=7.73444e-05 6.04951e-05 7.01548e-05 9.77025e-05 7.795e-05 6.57451e-05 7.01343e-05 0.000136203 8.2517e-05 7.50069e-05
threshold=0.088565000000000019 0.15091000000000002 -0.0088999999999999982 0.28937500000000005 -0.070004999999999998 -0.023959999999999995 0.11085000000000002 0.084240000000000023 0.074650000000000008 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 8 9 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=6.3035442401883189e-05 0.00051869847178432986 -0.00047592515701139421 -0.00046544001287409352 0.00060999140926271242 -0.00069077379385364861 0.0002685653824519255 0.00050960737577430168 -0.00063759179702268685 0.00059371473695063719 -0.00041036336084693573
leaf_weight=0.0010398403139119912 0.0010036519192556581 0.0011479410255688877 0.0010205679998263797 0.0011555824475341378 0.0010702607554077155 0.0013500512783746453 0.0011430891501004502 0.0010956861566823006 0.0011201988743509677 0.0011659152918491969
leaf_count=262 168 482 184 298 245 184 264 623 107 1093
internal_value=0 -4.92593e-05 -1.05758e-06 8.2351e-05 -0.000319303 -6.07357e-06 7.37255e-05 -3.1572e-05 0.00015104 -4.60546e-05
internal_weight=0 0.0113091 0.0101612 0.00805109 0.0021101 0.00689551 0.00587494 0.00473185 0.00363617 0.00251597
internal_count=3910 3742 3260 2753 507 2455 2271 2007 1384 1277
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=9
num_cat=0
split_feature=42 160 52 0 48 42 0 150
split_gain=1.7392e-05 3.31504e-05 4.63864e-05 4.01529e-05 9.10948e-05 7.3317e-05 5.45613e-05 1.86106e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060039999999999989 -0.15517999999999996 0.08593000000000002 0.084100000000000022 0.0059850000000000016 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -3
right_child=1 3 -4 4 -6 -7 -8 -9
leaf_value=-0.010219384976691845 0.0056784578282915053 -0.016409456089944773 -0.023979281200691083 0.026631750885911028 0.034529512629771865 -0.015106996444414057 -0.0031403934669792613 0.0026508178458935932
leaf_weight=0.0014552975806425639 0.0010322309796122996 0.0010415492294010538 0.0010782484346889441 0.0013388122472868429 0.0011341957000247363 0.001493292480388945 0.0011394346407586449 0.0010080907988835597
leaf_count=1060 222 125 818 263 316 873 145 88
internal_value=0 0.0015398 -0.00947374 0.00478825 0.00953451 0.00239642 0.0129433 -0.00703489
internal_weight=0 0.00926585 0.00211048 0.00715538 0.00510574 0.00397154 0.00247825 0.00204964
internal_count=3910 2850 1040 1810 1597 1281 408 213
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 47 0 2
split_gain=0.000130684 4.31531e-05 9.56608e-05 7.94267e-05 6.37092e-05 9.54584e-05 7.10493e-05 7.01361e-05 6.24422e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.081320000000000017 -0.10462499999999998 0.093815000000000009
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=-0.00066288990292076068 0.00059256635748005477 -0.00032399068074209742 -0.00044586256642514848 -0.00035156194540591427 0.00045602215990921097 0.00068118501278526986 -0.00038041590385939569 -0.00036321423567329983 0.0002416120329025509
leaf_weight=0.0010423905485807327 0.0014151850639734292 0.0010125418443175391 0.0011030469020907726 0.0010918146731345958 0.0018741272555600165 0.0011223011333446088 0.0011476153689921036 0.0012283696346315637 0.0014090526369656571
leaf_count=627 229 191 142 289 196 143 269 1341 483
internal_value=0 6.2411e-05 0.000100062 0.000164893 8.80204e-05 0.000158793 5.51946e-05 0.000166002 -4.00836e-05
internal_weight=0 0.0114041 0.0103915 0.00928847 0.00787328 0.00678147 0.00565916 0.00451155 0.00263742
internal_count=3910 3283 3092 2950 2721 2432 2289 2020 1824
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=9
num_cat=0
split_feature=4 0 3 3 2 0 4 15
split_gain=1.61037e-05 2.68909e-05 6.18508e-05 5.54559e-05 4.70853e-05 4.48692e-05 3.27832e-05 2.41327e-05
threshold=0.27608500000000008 -0.06402999999999999 0.086245000000000016 0.076695000000000013 0.093070000000000014 -0.18087499999999998 -0.0053799999999999985 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -4 -1 -2
right_child=7 3 5 -5 -6 -7 -8 -9
leaf_value=-0.030069470748245682 -0.0027585679188819332 0.027734384124349087 -0.0064109011496394364 -0.014108095185023487 -0.00019179037772363249 0.021521469832741499 -0.0079599605451006871 0.018998647296360662
leaf_weight=0.001086715768476509 0.0010358641370409839 0.0011639191575065991 0.0013478764313668568 0.0010683769881237553 0.0012545026635577303 0.0010030474468215589 0.0017516243848268722 0.0010038367305759625
leaf_count=1841 209 180 112 138 316 104 778 232
internal_value=0 -0.0019256 -0.00648914 0.00486613 0.0132483 0.00550675 -0.016425 0.00794922
internal_weight=0 0.00867606 0.00518926 0.0034868 0.00241842 0.00235092 0.00283834 0.0020397
internal_count=3910 3469 2835 634 496 216 2619 441
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=9
num_cat=0
split_feature=124 13 43 47 4 1 0 13
split_gain=1.62771e-05 2.52794e-05 4.87688e-05 5.61381e-05 8.91572e-05 4.61437e-05 7.14834e-05 4.23468e-05
threshold=-0.061329999999999989 0.17936000000000002 -0.074254999999999988 0.09252500000000001 -0.06272999999999998 0.11235500000000002 -0.23029999999999998 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.011821206461024738 -0.00029983728102224417 -0.015930365048098648 -0.018954642078988591 -0.025450131989743399 0.021546899641188905 0.025721813096435849 -0.011576565897492083 0.028427352569119459
leaf_weight=0.0010437585848515349 0.0010369865965503689 0.0010553842271690825 0.0016871074876631939 0.0010085319609150203 0.0010816536386020204 0.0011187537276871134 0.001638429458586685 0.0010157847948068695
leaf_count=310 784 196 1167 213 93 215 544 388
internal_value=0 -0.00132516 0.000469839 -0.00375401 0.000205712 0.00862638 0.00159513 0.0139154
internal_weight=0 0.00964263 0.00858725 0.00653448 0.00552594 0.00383884 0.00272008 0.00205277
internal_count=3910 3600 3404 2232 2019 852 637 1172
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=9
num_cat=0
split_feature=48 4 42 15 160 52 2 4
split_gain=4.56905e-05 9.13137e-05 4.95681e-05 5.78986e-05 6.86309e-05 6.53153e-05 5.68038e-05 5.44041e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.079360000000000014 -0.026849999999999995 -0.087094999999999992 0.10113500000000002 -0.0025899999999999994
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=0.00048055236186342174 -0.0003912662304783883 0.00043112951199659604 -0.00031938774811283798 -0.0004032561482482546 -0.00043515731150746076 0.00059648430845342111 -0.00024328612899639405 1.7004315995733213e-05
leaf_weight=0.0014288261625450566 0.0010410748021198119 0.0018872348730233504 0.0019555338179813508 0.001007033434278418 0.0010731927535771917 0.0011426810554314942 0.0011646424868707356 0.0013693489416645593
leaf_count=463 161 388 1173 797 418 136 139 235
internal_value=0 3.84576e-05 -4.26104e-05 3.27121e-05 0.000103768 -9.57351e-06 0.000114651 0.0002806
internal_weight=0 0.0110285 0.00914126 0.00718572 0.00617869 0.00474987 0.00367667 0.00251203
internal_count=3910 3749 3361 2188 1391 928 510 371
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 2 2 0
split_gain=9.95623e-05 3.84342e-05 8.13685e-05 9.45222e-05 7.11489e-05 7.47083e-05 7.95204e-05 0.000134742 6.27028e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.105395 0.093815000000000009 -0.10575999999999998
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=-0.00059105316937086197 0.00061672229897798939 -0.00031340112113895303 -0.00041687235004257423 -0.00040317877138789287 0.00029692184910451051 0.00060542887096379943 -0.00036416560207356831 0.00080407742789574113 -0.00025107565352714567
leaf_weight=0.0010085196111978929 0.0014003246536893653 0.0010092413919328786 0.0010990433001341901 0.0010819092477598732 0.0014122411793172109 0.0011021081484035439 0.0013682464701908733 0.001012006992712667 0.0018601287144431242
leaf_count=627 229 191 142 289 106 143 342 300 1541
internal_value=0 5.18238e-05 8.74856e-05 0.000147496 6.36499e-05 0.000138422 4.73684e-05 0.000178795 -1.4579e-05
internal_weight=0 0.0113453 0.010336 0.00923697 0.00783664 0.00675473 0.00565262 0.00428438 0.00327237
internal_count=3910 3283 3092 2950 2721 2432 2289 1947 1647
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=8
num_cat=0
split_feature=0 1 4 49 3 12 3
split_gain=1.73811e-05 4.02801e-05 3.54027e-05 5.89245e-05 4.86646e-05 0.000118288 3.42091e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0057500000000000008 -0.045004999999999996 0.11265500000000002 0.089855000000000004 -0.010319999999999998
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=-0.016365715786127815 0.0088005754296681862 0.0056895874033310416 0.026857648546593019 0.032104717023386374 -0.015446625050671396 -0.013188726778731761 -0.017557212321160618
leaf_weight=0.0015764087499879091 0.0018432427303226194 0.0010716739088578004 0.0010886807073666668 0.0011271987986667313 0.0012685729464998003 0.001180403405502908 0.0015465124056971466
leaf_count=1905 255 762 128 260 143 172 285
internal_value=0 -0.00187252 0.00126452 0.00648779 0.000286678 0.00893585 -0.00804185
internal_weight=0 0.00885945 0.00728304 0.00466486 0.00357618 0.0023076 0.00261819
internal_count=3910 3655 1750 703 575 432 1047
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=9
num_cat=0
split_feature=41 150 3 49 0 2 2 1
split_gain=3.52541e-05 5.30753e-05 4.36547e-05 7.01161e-05 5.99404e-05 6.32247e-05 0.000108301 5.28135e-05
threshold=1.0000000180025095e-35 0.11398500000000002 -0.12008499999999998 1.0000000180025095e-35 -0.15291499999999997 0.10362500000000001 0.092635000000000009 0.095575000000000007
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=0.00038183252558528983 -0.00035353497107247744 -0.00037717601181816597 0.00049643962315870877 -0.00035709592816752627 -0.00038078462004685333 -0.00034500199328201946 0.0006535574749363623 0.00014484265549362328
leaf_weight=0.0015124789185466765 0.0010064738439016082 0.0011089181522499466 0.0012333358311732642 0.0015475442026688111 0.0011710391147760841 0.0013834127105730515 0.0011443725105987706 0.0019734648362266459
leaf_count=257 224 148 142 754 1360 365 279 381
internal_value=0 2.97504e-05 7.50307e-05 2.01364e-05 0.000104674 1.94915e-05 0.000137062 -5.09053e-05
internal_weight=0 0.0110746 0.00996565 0.00845317 0.00690563 0.00567229 0.00428888 0.0031445
internal_count=3910 3686 3538 3281 2527 2385 2020 1741
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=8
num_cat=0
split_feature=3 4 43 4 1 4 16
split_gain=1.76159e-05 4.09667e-05 4.84124e-05 8.40344e-05 4.15644e-05 4.00727e-05 2.56716e-05
threshold=0.13772500000000001 -0.34687499999999999 -0.079109999999999986 -0.0010999999999999996 0.10498500000000001 0.0021050000000000005 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.019259717369752294 0.0097333117462395421 -0.024683931899382772 0.023738883650608653 -0.016417529354165253 -0.0040910195937040655 0.00094511511791713272 0.016993508978042193
leaf_weight=0.0011616684398028385 0.0015756083139485165 0.0011284756586235102 0.0018054354812008892 0.001367871819661319 0.0012631544505967605 0.0013280404462189871 0.0010637861231803322
leaf_count=261 239 947 1310 519 158 330 146
internal_value=0 -0.00171758 0.000843528 0.00605642 -0.00258395 -0.0108284 0.005548
internal_weight=0 0.00911843 0.00795676 0.00550025 0.00369481 0.00245652 0.00232694
internal_count=3910 3671 3410 2133 823 1277 304
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=7
num_cat=0
split_feature=3 49 2 13 3 1
split_gain=1.56858e-05 2.30146e-05 4.2485e-05 4.6811e-05 3.71179e-05 4.24996e-05
threshold=-0.15464999999999998 1.0000000180025095e-35 0.097940000000000013 -0.089899999999999994 -0.077894999999999978 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.010840928921525961 -0.016576678624168631 -0.012096682128813437 0.025304603101365127 -0.00047890569069161047 -0.0092469845945019873 0.013733071645323594
leaf_weight=0.0011808927807693522 0.001724131209945484 0.0016545679939265539 0.0012304552553728237 0.001646224946793509 0.0017057418933118188 0.0015236849847000428
leaf_count=259 1469 831 181 459 387 324
internal_value=0 -0.00138068 0.000883668 0.0105496 -0.00472962 0.0015953
internal_weight=0 0.00948481 0.00783024 0.00287668 0.00495356 0.00322943
internal_count=3910 3651 2820 640 2180 711
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=8
num_cat=0
split_feature=11 150 150 15 3 1 52
split_gain=1.57477e-05 3.13628e-05 3.70064e-05 6.25711e-05 9.96104e-05 5.40418e-05 1.92843e-05
threshold=0.077330000000000024 0.11398500000000002 0.077110000000000012 -0.017214999999999998 0.096385000000000012 1.0000000180025095e-35 0.091210000000000013
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=0.0060510059630448261 -0.011159224333767948 -0.015175845399071297 0.019479006084901215 -0.0095153021012427223 -0.028142337513581757 0.023599907090751319 0.0090500918446502175
leaf_weight=0.0019159403849165831 0.0011347174084309136 0.001029749612672934 0.0012124198201782146 0.0011596070854610068 0.0015341645090369881 0.0015782634133654546 0.0010811144720611048
leaf_count=1170 279 154 330 728 202 651 396
internal_value=0 0.00130423 0.00330509 0.000607426 -0.00915381 0.00942581 -0.000557779
internal_weight=0 0.00951126 0.00848151 0.00726909 0.0034501 0.00381898 0.00224072
internal_count=3910 3631 3477 3147 1372 1775 1124
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=9
num_cat=0
split_feature=4 49 160 1 43 4 2 1
split_gain=1.99185e-05 2.41421e-05 3.4332e-05 3.70981e-05 6.83054e-05 4.43541e-05 6.42875e-05 2.51271e-06
threshold=0.27608500000000008 0.079765000000000016 0.087825000000000014 0.096230000000000024 -0.079109999999999986 -0.0072799999999999991 0.096540000000000015 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -2
right_child=7 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.017730826193738038 0.012404773446241833 0.011890606934794809 -0.020554754046287278 -0.031163303870513134 0.0035430994554502544 0.01950234222695732 0.012540545009023364 0.0053545500748753555
leaf_weight=0.0014185921888089982 0.0010190045456336951 0.0010754159799153768 0.0010881864645386694 0.0010006022980477277 0.001308805497856955 0.0013138519223488579 0.0013879666687325529 0.0010031896435826286
leaf_count=1381 130 699 301 166 361 350 211 311
internal_value=0 -0.00212356 -0.00412822 -0.00134819 -0.0114942 0.00433846 -0.0027603 0.00890723
internal_weight=0 0.00859342 0.00751801 0.00642982 0.00230941 0.00412041 0.00280656 0.00202219
internal_count=3910 3469 2770 2469 527 1942 1592 441
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=8
num_cat=0
split_feature=4 47 52 52 15 2 1
split_gain=1.61627e-05 2.45461e-05 3.84302e-05 4.3851e-05 4.09454e-05 4.20184e-05 2.04373e-06
threshold=0.27608500000000008 0.10783500000000001 -0.092854999999999979 -0.048794999999999991 -0.0089749999999999986 0.10113500000000002 0.11353000000000001
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=-0.020832102902242435 0.011181568203806929 0.011138452891789117 0.013513795307143063 -0.020472020083966112 0.0098711792584251362 -0.013130150728231184 0.0048204836491879104
leaf_weight=0.0011578256440636821 0.001017514638365081 0.0012325631874328981 0.0015602972585108295 0.0013572104847759119 0.0018888116984065646 0.0013704558143813024 0.0010029161541619223
leaf_count=669 130 205 349 742 1336 168 311
internal_value=0 -0.00191894 -0.00411321 -0.00097928 -0.00587771 0.000199587 0.00802401
internal_weight=0 0.00856716 0.0073346 0.00617678 0.00461648 0.00325927 0.00202043
internal_count=3910 3469 3264 2595 2246 1504 441
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=8
num_cat=0
split_feature=124 49 43 13 457 2 4
split_gain=1.43773e-05 2.44448e-05 4.48798e-05 6.84647e-05 4.6226e-05 6.43987e-05 8.00259e-05
threshold=-0.061329999999999989 0.090115000000000015 -0.074254999999999988 0.15641500000000003 0.069705000000000003 0.11260500000000001 0.05309500000000001
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=0.011225497971690429 0.020244700430482567 0.012018476210069988 -0.034315007507516836 -0.012707101723159767 0.0095313425622989625 0.0060331847351927769 -0.0024440897160505435
leaf_weight=0.0010264425835492677 0.0016361208273890076 0.0012153108878409933 0.0018051293289151763 0.0010258967812157519 0.0011676011030670192 0.0012933325303182254 0.0013980012183724029
leaf_count=310 943 558 1345 171 160 253 170
internal_value=0 -0.00122994 -0.00316374 0.00754563 -0.00819697 -0.0128005 -0.020405
internal_weight=0 0.00954139 0.00832608 0.00266202 0.00566406 0.00449646 0.00320313
internal_count=3910 3600 3042 1114 1928 1768 1515
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=10
num_cat=0
split_feature=48 48 51 4 15 3 15 12 3
split_gain=4.49837e-05 8.87954e-05 6.86669e-05 6.43748e-05 8.20972e-05 0.000138897 8.60808e-05 5.92361e-05 6.50014e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.28937500000000005 -0.017214999999999998 0.10666500000000002 -0.094119999999999995 0.084100000000000022 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=4.5503679792699699e-05 -0.00039263948038199077 0.00055550966900314914 -0.00049418654190422264 0.00042505851998154276 0.00047568679812200703 0.00069727663001311821 -0.00064731212625892686 -0.0003813616061995376 -0.00021704322521064981
leaf_weight=0.0013491587843738693 0.0010410387310872621 0.0011260417267726615 0.001072029220679613 0.001352081453233683 0.001056728286076111 0.0011877016791366213 0.0014101653283509208 0.0014543513665215306 0.0010268199800447697
leaf_count=320 161 279 352 344 224 70 598 1427 135
internal_value=0 3.37436e-05 -2.55488e-05 3.13023e-05 -3.98261e-05 0.000117092 -0.000308563 -7.76807e-05 0.000134294
internal_weight=0 0.0110351 0.00990904 0.00883701 0.00748493 0.0047256 0.00275932 0.0035379 0.00208355
internal_count=3910 3749 3470 3118 2774 1856 918 1786 359
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=9
num_cat=0
split_feature=11 4 2 4 52 1 0 4
split_gain=1.55937e-05 3.41116e-05 4.69879e-05 6.58624e-05 3.73378e-05 2.9808e-05 5.84201e-05 2.70825e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10836000000000003 -0.23071499999999998 -0.066329999999999986 0.11235500000000002 -0.17106499999999999 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -7
right_child=-2 5 -4 4 -6 7 -8 -9
leaf_value=-0.017887843601625954 -0.011149732035880966 0.00675336113140789 0.02671026096865672 -0.00062010199537800795 0.024940893438732726 -0.0065668962340402403 -0.02296468791105416 0.015321507636782106
leaf_weight=0.0011092059435004946 0.0011253084054950223 0.0010906541811078749 0.0010064267783697839 0.0011755989483280152 0.0011120434395977179 0.0011491947901607798 0.0016810621989345202 0.0011125032285373717
leaf_count=148 279 120 260 492 1469 136 706 300
internal_value=0 0.00130407 0.0077322 0.00210933 0.0118053 -0.00431932 -0.0112708 0.00419976
internal_weight=0 0.00943669 0.00440328 0.00339685 0.00228764 0.00503341 0.00277172 0.0022617
internal_count=3910 3631 2369 2109 1961 1262 826 436
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=8
num_cat=0
split_feature=47 43 52 151 43 52 0
split_gain=1.59347e-05 4.50903e-05 5.94827e-05 4.58024e-05 6.74378e-05 3.69108e-05 4.07653e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 -0.083919999999999981 -0.07526999999999999 -0.072349999999999984 -0.14012999999999998
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=0.020299841905621792 -0.011413781638040467 -0.01618617371120885 -0.016518868873537543 0.028982031143231186 -0.011488820360904921 0.023508146216183134 -0.0013406996064959265
leaf_weight=0.0011038103224631753 0.0010993407913799597 0.0010010313016017378 0.0019451084539503583 0.001117009451416167 0.0014638078409882228 0.001065009800023086 0.0017369368948361315
leaf_count=248 179 337 1103 664 428 148 803
internal_value=0 0.00130787 -0.00120909 0.00345572 0.00710852 0.00138083 0.00810426
internal_weight=0 0.00943271 0.0083289 0.0063838 0.00538276 0.00426575 0.00280195
internal_count=3910 3731 3483 2380 2043 1379 951
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=8
num_cat=0
split_feature=48 4 42 133 15 160 4
split_gain=5.13938e-05 8.0275e-05 4.88495e-05 6.33461e-05 8.9037e-05 8.30476e-05 7.00662e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.083815000000000014 0.035895000000000003 -0.025614999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00047823739554373276 -0.00042333467915345465 0.00040378470177786588 -0.00031966471965093264 0.00040675575211942519 -0.00055289467309925543 -0.00035906642864100952 0.00021255804776010041
leaf_weight=0.0013162233693595647 0.001036839514266215 0.0018666722946850582 0.0019280963689147709 0.0013958630965691405 0.0011279217486501606 0.0018433966700766836 0.0014914189833544274
leaf_count=283 161 388 1173 650 657 420 178
internal_value=0 3.3376e-05 -4.25811e-05 3.18798e-05 -5.86686e-05 6.1186e-05 -0.000103421
internal_weight=0 0.0109696 0.00910292 0.00717482 0.00577896 0.00465104 0.00333482
internal_count=3910 3749 3361 2188 1538 881 598
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=10
num_cat=0
split_feature=484 39 42 3 15 49 2 160 2
split_gain=0.000149742 4.90155e-05 5.2292e-05 6.84148e-05 7.43863e-05 5.28748e-05 7.04924e-05 5.61059e-05 3.55885e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.093125000000000013 -0.100615 -0.016339999999999997 -1.0000000180025095e-35 0.096540000000000015 0.085065000000000016 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5 -8
right_child=1 -3 -4 5 -6 6 8 -9 -10
leaf_value=-0.00073063880328985611 0.00078668349972752774 -0.00034930839369325687 -0.00025224164997293404 -0.00052469113937592766 0.00011357839005020561 -0.000131919363019089 0.00066571544322129527 0.00011837539870109101 0.0001915599376179513
leaf_weight=0.0010033801265342023 0.0011848260751268595 0.001024693218292968 0.0013976660310104248 0.0010613399226221095 0.0013509746106276192 0.0017408705999276881 0.001011109614475559 0.0010257574991466498 0.0015287778157113199
leaf_count=627 139 230 565 317 254 1207 160 146 265
internal_value=0 5.96767e-05 0.000100359 0.000155709 0.00042808 4.72464e-05 0.000172004 -0.00020864 0.000380318
internal_weight=0 0.011326 0.0103013 0.00890366 0.0025358 0.00636786 0.00428076 0.0020871 0.00253989
internal_count=3910 3283 3053 2488 393 2095 1632 463 425
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=9
num_cat=0
split_feature=484 159 42 43 42 1 0 52
split_gain=0.000145602 4.84346e-05 5.2188e-05 5.24287e-05 5.35642e-05 0.000108499 6.34481e-05 6.24435e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15109999999999998 0.085330000000000003 0.09112000000000002 -0.18901999999999997 0.084240000000000023
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=-0.00070750226308201607 -0.00040975203450223174 0.00038351801260264051 0.0004757526434485166 0.00062722576850890747 -0.00030268185052343864 -0.00047881384261966482 8.0375173325667541e-05 1.2415147660046656e-05
leaf_weight=0.0010217261418418834 0.0010036215357993152 0.0015831359209938249 0.001038982913402541 0.0016240139223283557 0.0016811422380655057 0.0013169256661291762 0.0019138363095369932 0.001043061664540016
leaf_count=627 346 522 142 373 1052 114 400 334
internal_value=0 6.57052e-05 1.34123e-05 6.26927e-05 6.06738e-06 9.40745e-05 -0.000147562 0.000386781
internal_weight=0 0.0112047 0.00962158 0.00861796 0.00757898 0.00589784 0.00323076 0.00266708
internal_count=3910 3283 2761 2415 2273 1221 514 707
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=9
num_cat=0
split_feature=484 159 42 150 13 42 151 15
split_gain=0.000132619 5.37666e-05 6.03706e-05 5.73579e-05 6.26763e-05 4.55653e-05 6.53113e-05 8.52518e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.11398500000000002 -0.16277999999999995 0.093125000000000013 -0.06189999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.00068562904239212832 -0.00038815175249101453 0.00038149361285174223 -0.00020987693433639965 -0.00036633910228702307 -0.00011076513256710526 -0.00012079733550566072 0.00071065910302605154 7.6683228931619956e-05
leaf_weight=0.0010298935570247697 0.0013640443746275694 0.001607107598594607 0.0017119175203818247 0.0010753138956920002 0.0010719913285996705 0.0011965630754872348 0.0019480914321697838 0.0014026500570093613
leaf_count=627 841 522 134 134 245 544 354 509
internal_value=0 4.91428e-05 -5.52373e-06 5.65616e-05 0.000118591 0.000218659 0.000310498 0.000445271
internal_weight=0 0.0113777 0.00977057 0.00840653 0.00733121 0.0056193 0.00442273 0.00335074
internal_count=3910 3283 2761 1920 1786 1652 1108 863
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=10
num_cat=0
split_feature=484 1 52 2 12 1 52 0 1
split_gain=0.000169951 8.84616e-05 9.77088e-05 6.34752e-05 5.62531e-05 6.19825e-05 6.38115e-05 6.7055e-05 4.28411e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.081429999999999989 0.091985000000000011 0.10852500000000001 0.11052000000000002 0.084240000000000023 -0.17106499999999999 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0007663346922172562 5.8680236279322212e-05 0.00060145860150710782 0.00064817757444847858 0.00067316632999445494 -0.0005237387315999803 -0.00034755340518560047 -0.00022362020474371482 0.00028601326836985211 -0.00025091162618371234
leaf_weight=0.0010584351973590934 0.0014615774825629739 0.0010347666493154715 0.0010251801275125184 0.0011586702801592154 0.0010710511995260423 0.0018689857288514142 0.0018450549700234804 0.0012762352076446729 0.0010344219980181757
leaf_count=627 362 216 91 398 172 270 931 495 348
internal_value=0 5.39208e-05 1.17297e-06 0.000330405 -0.000105055 -4.14466e-05 6.89802e-05 0.000230818 4.56458e-05
internal_weight=0 0.0117759 0.0107412 0.00262025 0.00812093 0.00704988 0.00518089 0.00333584 0.00231066
internal_count=3910 3283 3067 760 2307 2135 1865 934 843
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=8
num_cat=0
split_feature=0 43 4 4 13 4 2
split_gain=1.55518e-05 3.72625e-05 6.20356e-05 0.000101176 5.395e-05 4.34176e-05 7.38265e-05
threshold=0.055865000000000005 -0.079109999999999986 -0.06272999999999998 -1.0000000180025095e-35 -0.037444999999999992 0.05309500000000001 0.10796500000000002
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=-0.029988076143560513 0.0083489869354767265 -0.019313209619724346 0.034842625638782918 -0.01771014496473523 0.00021355310385499069 0.020235006418543585 -0.010149798449862279
leaf_weight=0.0010102392094883067 0.0018279723694202667 0.0011058062770963701 0.0010307285032799766 0.001051342154071027 0.001426848193877293 0.0016726537979597608 0.0015321040590450786
leaf_count=712 255 1085 377 296 551 325 309
internal_value=0 -0.00178461 0.00222644 0.00673173 -0.0123058 -7.60812e-05 0.00570889
internal_weight=0 0.00882972 0.00639263 0.00528683 0.00243709 0.0042561 0.00320476
internal_count=3910 3655 2392 1307 1263 930 634
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=10
num_cat=0
split_feature=48 48 51 484 151 47 4 4 12
split_gain=3.58827e-05 8.45751e-05 7.39824e-05 6.04914e-05 6.70062e-05 5.5857e-05 7.71141e-05 0.000137727 4.94668e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.084225000000000008 -0.076429999999999984 0.10783500000000001 -0.078094999999999984 0.15045000000000003 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00037039607280289983 -0.00035098516705509459 0.0005365239940067259 -0.00051528823613516473 0.00045335155516391755 0.0003487424547142602 0.00030017871279340482 -0.00082089739018342497 2.3539169566790669e-05 -0.00022970385842424493
leaf_weight=0.0013118546335251181 0.0010454069634761509 0.0011327198043940253 0.0010728113988176446 0.0011313078648136216 0.0011906138800193995 0.0010320600722585841 0.0015146406078645565 0.0014568203174544329 0.0010876087504918617
leaf_count=342 161 279 352 396 173 99 976 348 784
internal_value=0 2.92605e-05 -2.93845e-05 3.0362e-05 -3.26557e-05 -0.000116827 -0.000198809 -0.000406895 7.25959e-05
internal_weight=0 0.0109304 0.00979772 0.00872491 0.0075936 0.00628174 0.00524968 0.00297146 0.00227822
internal_count=3910 3749 3470 3118 2722 2380 2281 1324 957
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 2 52 52
split_gain=0.000126099 4.24971e-05 5.0409e-05 5.67082e-05 9.62085e-05 6.38753e-05 0.00010583 5.03955e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10058500000000002 0.11215000000000001 0.10113500000000002 -0.0066199999999999991 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00066712779864919181 -0.00016944927145168563 0.00035141520942739556 0.00030333458098428476 -0.00042713577258687223 -0.00048922536800576229 -0.00019199173250570109 0.00078843958755190464 0.00021176262141229475
leaf_weight=0.0010178764085849107 0.0013405487479018559 0.0015824983148702487 0.0017763446678930846 0.0013562879408823766 0.0011970636753305137 0.0016738289322541953 0.0012578143774093541 0.0010853630143262782
leaf_count=627 345 522 193 368 227 345 524 759
internal_value=0 5.3508e-05 4.84218e-06 -6.21824e-05 1.33341e-05 0.000125623 0.000269943 0.000521322
internal_weight=0 0.0112697 0.00968725 0.00791091 0.00655462 0.00535756 0.00368373 0.00234318
internal_count=3910 3283 2761 2568 2200 1973 1628 1283
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=11
num_cat=0
split_feature=484 159 42 43 47 16 16 151 4 4
split_gain=0.000138661 6.47821e-05 7.84113e-05 5.75651e-05 8.75043e-05 6.6209e-05 0.000109375 7.73999e-05 6.92917e-05 7.92062e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.089024999999999979 -0.15648499999999999 0.10783500000000001 0.15737500000000001 -0.0099649999999999982 -0.0088999999999999982 0.17888000000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0006899570091057545 -0.00051045428643210918 0.00041531596262161374 0.00049918322324546481 -0.00050981286050986465 0.00050967686644261842 -0.0005080523697063912 0.00058998487494479651 0.00019798610504174441 0.00042237204440353918 -0.00054936057379776444
leaf_weight=0.0010351173788382831 0.0010406686600580349 0.0016781209012944496 0.0010096167105952099 0.0013812337609315963 0.0011250214800894434 0.0011567462121188287 0.0010156944189060367 0.0011190909028072314 0.0011879666640946746 0.0010632319006851423
leaf_count=627 346 522 130 201 156 335 313 874 179 227
internal_value=0 5.85643e-05 -7.14508e-07 5.78453e-05 2.48653e-06 -7.99229e-05 5.94815e-06 -0.000118897 4.13112e-05 -0.000166123
internal_weight=0 0.0117774 0.0100993 0.0090586 0.00804899 0.00692396 0.00576722 0.00475152 0.00337029 0.00218232
internal_count=3910 3283 2761 2415 2285 2129 1794 1481 1280 1101
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=10
num_cat=0
split_feature=484 39 51 42 49 15 3 2 1
split_gain=0.000177426 7.29859e-05 7.02332e-05 0.000102606 7.55767e-05 6.26732e-05 6.76409e-05 0.000226314 6.87386e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 -0.09021499999999999 0.093125000000000013 0.073145000000000016 1.0000000180025095e-35 0.11818000000000002 0.099015000000000006 0.095575000000000007
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=-0.00077343578071256507 0.00055608522627365812 -0.00042363040411487447 -0.00025458327373485858 -0.00049914760899744137 0.00056768146004064317 -0.00030558101455686144 -0.00023975993933942989 0.0010330261904516061 0.00032654020297778053
leaf_weight=0.0010656899662557567 0.0012086424024811424 0.0010813297320309495 0.0017826532095114368 0.0011344013903301252 0.001280398811569953 0.0015017028743699676 0.001335668679402444 0.0010982954842935415 0.0013949358934275359
leaf_count=627 366 230 394 497 379 955 130 196 136
internal_value=0 6.19185e-05 0.00011082 5.43374e-05 0.000129141 5.02028e-05 0.000145414 0.000265731 5.25228e-07
internal_weight=0 0.011818 0.0107367 0.00952806 0.00839365 0.00711326 0.00561155 0.00427588 0.00317759
internal_count=3910 3283 3053 2687 2190 1811 856 726 530
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=8
num_cat=0
split_feature=16 123 13 48 43 16 16
split_gain=1.63955e-05 4.27154e-05 4.44198e-05 3.81248e-05 5.42841e-05 4.06001e-05 3.62251e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.23438999999999996 0.11379500000000002 -0.093039999999999984 -0.0083999999999999995 -0.114825
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=0.017049058990617351 -0.011397601738211699 0.02042895980745732 -0.019653575573158392 -0.021568778539022945 0.0069603114310624273 0.017282949203561975 -0.013257810498557758
leaf_weight=0.0011725808552539166 0.0011393080078129615 0.001039898139417351 0.0012503551113478752 0.0010481927761136021 0.0019509340041578003 0.0015210128057107316 0.0016237733114847972
leaf_count=175 380 317 466 124 433 626 1389
internal_value=0 0.00128995 -0.00103326 -0.00390075 -0.000982486 0.00359891 -0.00222356
internal_weight=0 0.00960675 0.00856685 0.00739427 0.00634608 0.00509572 0.00357471
internal_count=3910 3530 3213 3038 2914 2448 1822
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=10
num_cat=0
split_feature=48 48 51 4 15 3 15 16 0
split_gain=3.14487e-05 9.2818e-05 7.48106e-05 6.09906e-05 5.73533e-05 0.000107668 6.07921e-05 5.14543e-05 9.22123e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.28937500000000005 -0.017214999999999998 0.10666500000000002 -0.094119999999999995 0.10994000000000002 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=2.6768594529895067e-05 -0.00033613365498013281 0.00055660941355360804 -0.00052687281002313673 0.00041203875709051651 -0.00025283176176896466 0.00059567946642506036 -0.00056113770793662801 -0.00046043004753880271 0.00052240754908398652
leaf_weight=0.0013252030875691677 0.001015554249081293 0.0011299841966689516 0.0010674603523923619 0.001315745309868695 0.0014378529586823764 0.0011859364277928552 0.0013808381255217429 0.0010136019016907284 0.0010002732941023895
leaf_count=320 161 279 352 344 1104 70 598 217 465
internal_value=0 2.46918e-05 -3.71016e-05 2.32731e-05 -4.63807e-05 8.59831e-05 -0.000273228 -8.91372e-05 6.52203e-05
internal_weight=0 0.0108569 0.00972691 0.00865945 0.00734371 0.00463766 0.00270604 0.00345173 0.00243813
internal_count=3910 3749 3470 3118 2774 1856 918 1786 1569
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=8
num_cat=0
split_feature=42 43 3 16 16 49 13
split_gain=1.4778e-05 3.23629e-05 7.90201e-05 4.67455e-05 4.56158e-05 4.32e-05 4.09509e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15100500000000003 -0.0083999999999999995 -0.029304999999999998 -0.11267999999999999
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=-0.0093977994385144523 -0.0028442043240432986 0.0097302909401062176 0.032309154433994867 -0.021660620972386878 0.0191944887241009 0.0052056348971885168 -0.020047720776787785
leaf_weight=0.0014623180979650681 0.0016691305232727767 0.0016086702743044468 0.0010365502985933985 0.001054713101600639 0.0011338410499169291 0.0010089736774244438 0.0017661513731245559
leaf_count=1060 847 173 486 251 220 173 700
internal_value=0 0.00141823 0.0106231 -0.0023712 0.00131603 -0.00330812 -0.0108662
internal_weight=0 0.00927803 0.00270568 0.00657235 0.00551764 0.0043838 0.00277513
internal_count=3910 2850 1333 1517 1266 1046 873
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=10
num_cat=0
split_feature=484 1375 484 42 49 16 42 13 2
split_gain=0.00011875 7.50849e-05 5.46232e-05 5.23714e-05 5.60492e-05 0.00012849 0.000109429 0.000141602 4.49543e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08764000000000001 -1.0000000180025095e-35 -0.029304999999999998 -0.19424999999999998 0.088465000000000002 -0.13934999999999997 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 -9
right_child=1 2 -4 4 5 6 -8 8 -10
leaf_value=-0.00062860032767116688 -0.00046382083950207391 -0.00017341835310316335 -0.00033313638082497598 0.00049509578855175122 -0.00029655826848246954 -0.00012353249778631278 -0.00025014121996123673 0.00046534057375388572 0.0010192008844283186
leaf_weight=0.0010793769571081748 0.0010004899800988504 0.0016847732161581587 0.0010276244171772654 0.0019642440574547506 0.0019891331487720213 0.0010248059945261317 0.0010352329033402104 0.0010763568564977873 0.0011822826452034356
leaf_count=627 146 946 324 342 248 74 670 259 274
internal_value=0 5.04251e-05 9.72638e-05 0.000141685 0.000205862 0.000115795 0.00030572 0.000480976 0.000755258
internal_weight=0 0.0119849 0.0109845 0.00995683 0.00827206 0.00630781 0.00431868 0.00328345 0.00225864
internal_count=3910 3283 3137 2813 1867 1525 1277 607 533
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=8
num_cat=0
split_feature=16 0 150 15 160 0 52
split_gain=1.52508e-05 5.54765e-05 6.53907e-05 6.15981e-05 5.53991e-05 5.27372e-05 3.07636e-05
threshold=-0.055679999999999993 -0.11756999999999999 0.077110000000000012 -0.03231499999999999 -0.026849999999999995 -0.06402999999999999 0.091210000000000013
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=-0.018577458741335994 0.011190379415321082 0.027787514544864934 0.012820194563463054 -0.0029619605304867153 -0.027466275390093404 -0.012512073343492936 0.010143647008668618
leaf_weight=0.0016796074125941655 0.0016798225593251783 0.001461072527422409 0.0010962552818245611 0.0011756812155706425 0.0012446631982674363 0.0013073131411104931 0.0011067548518040038
leaf_count=295 715 606 129 1034 735 348 48
internal_value=0 0.00368927 -0.00617777 0.0140769 -0.00384356 -0.0107461 -0.00212532
internal_weight=0 0.00541262 0.00277586 0.00263675 0.00533855 0.00365873 0.00241407
internal_count=3910 2064 424 1640 1846 1131 396
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=9
num_cat=0
split_feature=150 150 151 4 15 15 0 12
split_gain=1.60044e-05 3.53677e-05 5.69552e-05 6.57494e-05 3.43982e-05 3.64683e-05 6.96051e-05 3.83578e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.075094999999999981 1.0000000180025095e-35 -0.032484999999999993 1.0000000180025095e-35
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=-0.021774885851292516 -0.01157471938959276 0.017736799883353842 -0.015846939209190475 0.024602289713846273 0.025090403946334418 -0.011333214294325634 0.010093919894753597 -0.017093859302352583
leaf_weight=0.0011399519056054883 0.0010825864304184031 0.0011462342479640021 0.0013552825388734643 0.001116003866152712 0.0013820803099759919 0.0014198061787223 0.001010344945047017 0.0010669000656968568
leaf_count=412 161 292 680 290 373 1438 131 133
internal_value=0 0.00124881 -0.000977138 0.00224832 -0.0017532 0.00216163 0.0077003 -0.00387008
internal_weight=0 0.0096366 0.00849037 0.00735042 0.00623441 0.00487913 0.00345933 0.00207725
internal_count=3910 3749 3457 3045 2755 2075 637 264
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=10
num_cat=0
split_feature=484 1 51 2 3 2 1 0 4
split_gain=0.000139354 7.12177e-05 6.07052e-05 5.18377e-05 7.30231e-05 9.86147e-05 8.25325e-05 5.86406e-05 3.92563e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.088060000000000013 0.113945 0.077800000000000022 -0.099024999999999988 -0.14301
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 8 -4 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00069034132593407413 0.0004410387035987545 0.00055569145512661226 2.0907266512673013e-05 0.00029099908605003484 0.00010564335445071038 -0.0006251885365387217 0.0006586771148464238 -0.00053139389998491094 -0.00025695928641454894
leaf_weight=0.0010357631293367526 0.0011325860865970929 0.0010181158009219407 0.0014837110966079 0.0010091501491065464 0.0019817118246761665 0.0011060293759023176 0.0012562969267347311 0.0014727509614605727 0.0010015149413627289
leaf_count=627 367 216 150 61 119 104 287 1028 951
internal_value=0 6.06679e-05 1.24102e-05 -3.97271e-05 6.00634e-05 -0.000156141 0.000264407 -0.00025422 1.80603e-05
internal_weight=0 0.0114619 0.0104438 0.00931117 0.0063547 0.00308774 0.00326696 0.00295646 0.00201067
internal_count=3910 3283 3067 2700 1522 223 1299 1178 1012
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=8
num_cat=0
split_feature=3 2 2 150 52 0 43
split_gain=1.68802e-05 4.30318e-05 4.6055e-05 3.72542e-05 7.79025e-05 4.98606e-05 5.48889e-05
threshold=0.13772500000000001 0.11542500000000001 0.10869000000000002 0.087235000000000021 0.084890000000000007 -0.13027499999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.027543462962366684 0.0094837544170371432 0.015310726602123466 -0.023613617453505917 -0.017240194005660021 -0.019501066657939537 0.013393025803225498 -0.013117836492324276
leaf_weight=0.001046148135548354 0.0015853691954167805 0.0012795143399560302 0.0010829153583425035 0.0012180025170386351 0.0012860407409068051 0.0018857148110362064 0.001333070224407367
leaf_count=204 239 419 193 262 985 733 875
internal_value=0 -0.00169482 -0.00446597 -0.00140269 0.00207239 0.00857762 0.00241347
internal_weight=0 0.00913141 0.00785189 0.00676898 0.00555097 0.00426493 0.00321879
internal_count=3910 3671 3252 3059 2797 1812 1608
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=8
num_cat=0
split_feature=157 2 52 12 0 12 3
split_gain=1.67109e-05 3.24015e-05 4.73998e-05 6.15336e-05 9.23351e-05 4.20264e-05 5.55814e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 -0.081429999999999989 0.095295000000000019 -0.14136999999999997 0.097345000000000015 -0.00088499999999999983
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=-0.010280465150589686 -0.027708300147864125 0.025762639161932211 -0.0073816084002542512 -0.020177121910414108 0.023520442375212433 0.0095568707679877032 0.0036809303571110259
leaf_weight=0.0013860663749128274 0.0012934112277246468 0.0010053633859378993 0.0019903504204045728 0.0010016662007962694 0.0018804656452837405 0.0011280328239107792 0.0010004634468707462
leaf_count=703 1110 420 251 384 728 180 134
internal_value=0 0.00148954 0.00599326 0.00191415 0.00763079 -0.00624655 -0.014018
internal_weight=0 0.00929975 0.00587785 0.00487248 0.00387082 0.00342191 0.00229387
internal_count=3910 3207 1783 1363 979 1424 1244
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=8
num_cat=0
split_feature=16 160 0 150 15 0 52
split_gain=1.77643e-05 4.9617e-05 4.83509e-05 5.7024e-05 5.13707e-05 4.78565e-05 2.9856e-05
threshold=-0.055679999999999993 -0.026849999999999995 -0.11756999999999999 0.077110000000000012 -0.03231499999999999 -0.06402999999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3 -7
right_child=1 5 4 -5 -6 6 -8
leaf_value=-0.016935181721795062 0.010130321510917216 -0.026764946543910657 0.026389686432679624 0.012540321966584417 -0.0018476767385799944 -0.012756955929160705 0.0095961150619262251
leaf_weight=0.0016538375896367032 0.0016704194437040234 0.0012269758167603754 0.001443141465371114 0.0010882280525658858 0.0011638561187499281 0.0013018578540083224 0.0011044441387333404
leaf_count=295 715 735 606 129 1034 348 48
internal_value=0 -0.00413437 0.00403291 -0.00523741 0.0137835 -0.0106926 -0.00249735
internal_weight=0 0.0053037 0.00534906 0.00274207 0.002607 0.00363328 0.0024063
internal_count=3910 1846 2064 424 1640 1131 396
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=10
num_cat=0
split_feature=147 48 48 52 13 3 16 0 12
split_gain=6.45146e-05 5.67414e-05 0.000101332 6.92022e-05 8.91087e-05 6.25043e-05 6.83534e-05 6.07422e-05 5.98884e-05
threshold=0.088565000000000019 0.11930500000000001 0.093225000000000016 0.11401500000000002 -0.090744999999999978 -0.08348499999999999 -0.057604999999999996 -0.087899999999999992 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 -1
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=1.1768523573157067e-05 0.00047776341944520348 -0.00048527455479799346 0.00054153460380038847 -0.00050785551868434914 0.00016448199588092217 -0.00061295699461488557 0.00027610075005579085 -0.00033393451679281121 0.00067955510792151611
leaf_weight=0.001021856976927193 0.0010045356822888834 0.0010057960966432409 0.0011872751655465389 0.0011923188194589126 0.0019409049138850321 0.0014026565569604894 0.0010911820107095634 0.0014769079371728141 0.001043693456831593
leaf_count=309 168 153 278 561 1063 636 174 480 88
internal_value=0 -4.06446e-05 2.53546e-06 -6.72545e-05 -1.39969e-06 -0.000123897 -0.000264858 -7.47304e-05 0.000349192
internal_weight=0 0.0113626 0.0103568 0.00916952 0.0079772 0.00591165 0.00397075 0.00256809 0.00206555
internal_count=3910 3742 3589 3311 2750 2353 1290 654 397
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=9
num_cat=0
split_feature=14 15 16 0 4 47 2 12
split_gain=1.61912e-05 4.77683e-05 3.75178e-05 4.45379e-05 6.15854e-05 4.27091e-05 5.34947e-05 6.16078e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.085165000000000018 0.086875000000000022 0.091405000000000014
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=-0.011783396541006033 0.021246070097990004 -0.017091405080323568 -0.0029812929625826629 -0.028764520448223196 0.028514520562064268 0.0120017658009087 -0.016918155229515341 0.014375173808712536
leaf_weight=0.0010556383665467706 0.0010638088540341943 0.0012689287887488482 0.0012708057733911615 0.001036898276721372 0.0012138169504487585 0.0012252674378195388 0.0013003420642685739 0.0012187729947177243
leaf_count=196 365 281 234 1091 85 261 718 679
internal_value=0 0.00126444 -0.00122613 0.0015446 0.0124054 -0.00409928 -0.00964709 -0.00177813
internal_weight=0 0.00959864 0.00853483 0.0072659 0.00248462 0.00478128 0.00355601 0.00251912
internal_count=3910 3714 3349 3068 319 2749 2488 1397
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=9
num_cat=0
split_feature=47 43 16 52 15 12 1 4
split_gain=1.6756e-05 3.92871e-05 5.38445e-05 4.43972e-05 8.97293e-05 8.16156e-05 5.83415e-05 0.000135861
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.098910000000000012 -0.0063699999999999989 0.080120000000000011 0.11167500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.019008292361650012 -0.011635855602271497 -0.021637829511334441 -0.017798298275279435 -0.016175068329025512 0.041930684841740284 0.0026326664182872972 -0.020462568951703133 0.026436700142327518
leaf_weight=0.0011106848427916679 0.0011127502828539937 0.0010232907134491967 0.0015554717105400019 0.001043427226068646 0.0010771368393554836 0.0010375409758018041 0.00127781417009948 0.00138144886936993
leaf_count=248 179 596 504 664 154 989 261 315
internal_value=0 0.00133361 -0.0010045 0.00281418 0.00623201 0.0226496 -0.00319566 0.00597951
internal_weight=0 0.00950682 0.00839613 0.00684066 0.00579723 0.00211468 0.00368255 0.00240474
internal_count=3910 3731 3483 2979 2315 1143 1172 911
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 12 15
split_gain=1.66559e-05 4.18644e-05 4.0041e-05 4.57453e-05 6.39149e-05 4.46257e-05 7.09869e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083684999999999996 0.089910000000000004 0.078515000000000015 -0.074174999999999977
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=-0.0099958818358449678 -0.015083256529099379 0.025589956216164379 -0.01193266019033077 -0.012724857021973414 0.017928988012805302 0.028736120377794057 -0.014709906983648012
leaf_weight=0.0014447381021800163 0.0012966141468080299 0.0011485172995656405 0.0012704152613174048 0.0016594104661372998 0.0015836057064556035 0.0010164289580866341 0.0011504494195953439
leaf_count=1060 521 434 245 895 260 337 158
internal_value=0 0.00156001 0.00431648 0.00746407 0.00361595 0.010846 0.00419503
internal_weight=0 0.00912544 0.00782883 0.00655841 0.00540989 0.00375048 0.00273406
internal_count=3910 2850 2329 2084 1650 755 418
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=8
num_cat=0
split_feature=3 39 3 0 52 0 13
split_gain=1.60576e-05 4.58581e-05 5.18593e-05 0.000133065 5.94136e-05 4.0313e-05 4.097e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.13027499999999997 -0.069134999999999988 -0.06402999999999999 0.091035000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.0075716080212966707 0.0093379332484589406 0.014020671055364975 -0.019118486657131742 -0.043907470833890419 0.012588270236760582 0.026494031786482925 -0.0016784654994629435
leaf_weight=0.0019187458820567253 0.0015631039983959793 0.0015466928170726393 0.0010356412083835365 0.0010337039850653778 0.001376497308081549 0.0010437394002052645 0.001021291643334088
leaf_count=2120 239 424 76 554 167 194 136
internal_value=0 -0.00164468 -0.00490588 -0.0138891 -0.00102489 0.00286428 0.0125609
internal_weight=0 0.00897631 0.00742962 0.00344584 0.00241214 0.00398378 0.00206503
internal_count=3910 3671 3247 797 243 2450 330
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=9
num_cat=0
split_feature=484 159 47 3 12 52 43 4
split_gain=0.000102287 4.11763e-05 4.47962e-05 5.23032e-05 7.58086e-05 4.62848e-05 7.04153e-05 4.75513e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.11818000000000002 0.095775000000000013 -0.0066199999999999991 -0.084524999999999975 -0.0031049999999999997
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=-0.00059929280421611999 -0.00011389786044205656 0.00037722708127199011 0.00028535273198377801 -0.00035765278009635397 -0.00039889471282590551 -0.0001652931898278249 0.000720718680741658 0.00017237915833253842
leaf_weight=0.0010326054669134868 0.0019931758001880957 0.0012744763534350912 0.0017940505679583637 0.0017508072248603691 0.001322178939978309 0.0010430660164844879 0.0012034561331436384 0.0012289213028595872
leaf_count=627 595 388 196 143 570 253 818 320
internal_value=0 4.46917e-05 3.68719e-06 -5.54729e-05 2.24353e-05 0.000124303 0.000260911 0.000443679
internal_weight=0 0.0116101 0.0103357 0.00854161 0.0067908 0.00546862 0.00347544 0.00243238
internal_count=3910 3283 2895 2699 2556 1986 1391 1138
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=11
num_cat=0
split_feature=484 1 52 150 2 2 2 0 4 4
split_gain=0.000169799 0.000101041 9.84017e-05 6.69207e-05 5.69459e-05 5.00836e-05 8.08646e-05 9.20006e-05 0.000104275 5.92574e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.081429999999999989 0.10559 0.091985000000000011 0.11680500000000001 0.11005500000000001 0.076335000000000014 -0.0025899999999999994 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 8 -4 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00075401482196142851 8.1303470200698788e-05 0.00065075714548023579 0.00049687717117722567 -0.00054036370914135271 0.00066829171954856667 -0.00039736372927035723 0.00053244746392914089 -0.00056237910766637788 -0.00052829408596143427 0.0001320909064856154
leaf_weight=0.0010717865823166505 0.0014549245443985777 0.0010209553232816563 0.0014294644751237039 0.0011491439785472667 0.0011281180226961353 0.0011763755915440511 0.0010711709937935099 0.0010934495027764592 0.0010206757169846205 0.0010701156976313142
leaf_count=627 362 216 1272 186 398 211 110 64 323 141
internal_value=0 6.1648e-05 4.87194e-06 -0.000102441 0.000337665 -2.90961e-05 4.71097e-05 -6.55719e-05 8.87446e-05 -0.000190294
internal_weight=0 0.0116144 0.0105934 0.0080104 0.00258304 0.00686125 0.00568488 0.00461371 0.00352026 0.00209079
internal_count=3910 3283 3067 2307 760 2121 1910 1800 1736 464
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 4 2 1 2
split_gain=0.000138975 5.01143e-05 8.42311e-05 9.26897e-05 6.72137e-05 6.17957e-05 0.000108621 4.66132e-05 7.65714e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.0057500000000000008 1.0000000180025095e-35 0.099595000000000017 0.096540000000000015
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=-0.00068449412010036651 0.00060980450829534866 -0.00035635889714411489 -0.00041272814904771428 -0.00037349078827695004 -0.00036708666914680532 3.7925622731228095e-05 0.00082547443883835279 0.00036065417108659017 0.00026711425327355782
leaf_weight=0.0010574223882311327 0.0014751962795759603 0.0010225141796448645 0.0011097590949975472 0.001107447441237616 0.0019129730665990231 0.001575396620522265 0.0011758727468011009 0.0010098243066024239 0.0011855439882809472
leaf_count=627 229 191 142 289 1483 123 263 285 278
internal_value=0 5.811e-05 9.8273e-05 0.000158332 7.47359e-05 0.0001471 0.000374518 -5.19769e-06 -0.000124431
internal_weight=0 0.0115745 0.010552 0.00944225 0.00796706 0.00685961 0.00275127 0.00410834 0.00309852
internal_count=3910 3283 3092 2950 2721 2432 386 2046 1761
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=10
num_cat=0
split_feature=147 151 151 4 52 15 13 1 42
split_gain=6.42998e-05 4.89583e-05 0.000104292 7.09085e-05 6.12087e-05 8.16468e-05 7.24167e-05 7.50713e-05 5.23576e-05
threshold=0.088565000000000019 -0.0088999999999999982 -0.086249999999999979 0.28937500000000005 0.11401500000000002 -0.07142999999999998 -0.0019849999999999994 0.079945000000000016 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=0.00012429477269029315 0.00047115039207340178 -0.00033998546716308356 -0.00071197848094239251 0.00043527693364142086 -0.00048263134751203133 0.00062688537818963639 0.00022017778473863028 -0.00047913540039694162 6.1109169532846583e-05
leaf_weight=0.0011352244043143893 0.0010231843174351865 0.001780963410522282 0.0011583821775921711 0.0013608292210758946 0.0010818349650885588 0.0014357163409456173 0.0013046814483192904 0.0010776963737481066 0.0011189724440053193
leaf_count=310 168 604 251 314 511 433 278 295 746
internal_value=0 -4.18728e-05 -0.000298064 2.22709e-05 -4.97856e-05 1.99176e-05 0.000149747 -9.61647e-05 0.000379071
internal_weight=0 0.0114543 0.00229361 0.00916069 0.00779986 0.00671803 0.00493707 0.00238238 0.00255469
internal_count=3910 3742 561 3181 2867 2356 1752 573 1179
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=8
num_cat=0
split_feature=1 4 0 2 3 12 4
split_gain=1.61505e-05 5.07042e-05 3.01123e-05 5.90239e-05 7.12484e-05 6.66889e-05 3.54011e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.017269999999999997 1.0000000180025095e-35 0.013395000000000002 0.090385000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=0.0049177162151159588 -0.031069789354103008 -0.02074102441731954 0.01762312714234986 0.027927915327842175 -0.014549212836079364 0.0045112928465788358 0.0072847792315885417
leaf_weight=0.0018024775935069402 0.0010883912546681765 0.0013446964611591647 0.0011187145103106824 0.0011457381014723191 0.0012171737650054277 0.0010208244760469016 0.0019045504592045022
leaf_count=422 391 1586 336 333 183 437 222
internal_value=0 -0.00604552 0.00249057 -0.000164265 0.00659956 -0.0138492 -0.00122839
internal_weight=0 0.00314717 0.00749539 0.00637668 0.00426746 0.00210922 0.00312172
internal_count=3910 2008 1902 1566 738 828 405
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=10
num_cat=0
split_feature=484 159 49 2 15 15 150 43 15
split_gain=0.000112557 4.11469e-05 5.09872e-05 4.94925e-05 0.000131869 9.49617e-05 9.3442e-05 0.000111506 6.26955e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10513500000000002 0.10113500000000002 -0.03231499999999999 -0.10192499999999999 0.086420000000000011 -0.079109999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00063134806593918131 -0.00047449486548496489 0.00038917036851541013 0.00041484223508763578 0.00026045178057161036 -0.00058365531709151145 -6.8914951079740677e-05 -0.00035474367878133754 0.00093882563867930466 0.00028679654346551187
leaf_weight=0.0010098545621022971 0.0010401062837466059 0.0012383412692992682 0.0010705458473986027 0.0011875859144431494 0.0017751563751541152 0.0016884121332307184 0.0010121281160374515 0.0010791459824176608 0.0011946057033564877
leaf_count=627 216 388 283 329 292 467 181 177 950
internal_value=0 5.19291e-05 1.03653e-05 -3.78695e-05 -0.000245303 6.43141e-05 0.000176977 0.000312804 0.000596256
internal_weight=0 0.011286 0.0100477 0.00897714 0.00296274 0.0060144 0.00497429 0.00396216 0.00227375
internal_count=3910 3283 2895 2612 621 1991 1775 1594 1127
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=10
num_cat=0
split_feature=484 41 150 133 3 2 4 47 43
split_gain=0.000121373 4.79276e-05 9.35284e-05 7.04855e-05 0.000103181 5.89089e-05 4.4321e-05 9.92358e-05 8.46115e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 0.087485000000000021 -0.12008499999999998 0.11165000000000001 0.0057500000000000008 0.09252500000000001 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00065973365775146323 0.00074620605917682687 -0.00035928753813347703 -0.00044208941875287613 -0.00028821411059461437 0.0004439375589380967 -0.0001830118368396416 0.00085098948222086515 3.7451467027945984e-05 -0.00025539320085686762
leaf_weight=0.0010119655517281468 0.0012203671882697904 0.0010065068618615334 0.0011342964193282795 0.0011998706407898895 0.0012233539296133825 0.0017494835131489674 0.0011257245490635757 0.0011814782842088515 0.0014577652793348131
leaf_count=627 214 191 142 764 468 363 194 93 854
internal_value=0 4.9083e-05 8.90183e-05 0.0001548 0.000221594 0.000126575 0.000235153 0.000434391 6.37008e-05
internal_weight=0 0.0112988 0.0102923 0.00915804 0.00795817 0.00673781 0.00498832 0.0023072 0.00268112
internal_count=3910 3283 3092 2950 2186 1972 1609 287 1322
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=8
num_cat=0
split_feature=11 150 150 15 3 1 3
split_gain=1.69858e-05 3.41918e-05 3.7715e-05 6.24244e-05 8.57678e-05 5.9869e-05 2.2569e-05
threshold=0.077330000000000024 0.11398500000000002 0.077110000000000012 -0.017214999999999998 0.096385000000000012 1.0000000180025095e-35 -0.069909999999999986
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=0.0050736388210813159 -0.01158827146095389 -0.015724723586488777 0.019751371001245764 -0.010951507785944219 -0.026624672267946393 0.024477395117534977 0.0091280674676546946
leaf_weight=0.001920122199446941 0.001138186858465195 0.0010457172739306133 0.0012145504211793388 0.001126110929648076 0.0015367692156982049 0.0015746062118086185 0.0011130108312303391
leaf_count=1170 279 154 330 993 202 651 131
internal_value=0 0.00133678 0.00343945 0.000714563 -0.00901792 0.00953641 -0.000970458
internal_weight=0 0.00953089 0.00848517 0.00727062 0.00345689 0.00381373 0.00223912
internal_count=3910 3631 3477 3147 1372 1775 1124
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=9
num_cat=0
split_feature=484 12 42 49 1 1 13 16
split_gain=0.000123602 5.45818e-05 8.27568e-05 0.000106356 8.48839e-05 8.28114e-05 4.94179e-05 5.39698e-05
threshold=-1.0000000180025095e-35 -0.036459999999999992 0.091955000000000023 -1.0000000180025095e-35 0.09112000000000002 0.11198000000000001 -0.074599999999999986 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=-0.00066277519239500639 -0.00027404751188756166 0.00026956698542828915 -0.00034137145341190902 0.00042439222195613235 -0.00043645101779846184 0.00072493178851159342 -0.00030599040998076555 0.00029882950808493921
leaf_weight=0.0010136642117791412 0.001685397711156768 0.0011279107909061017 0.0013548658943896954 0.001887600637626679 0.0015605919458081953 0.0015192477303324677 0.0011398690388330539 0.0011290992858220702
leaf_count=627 477 249 581 544 194 148 750 340
internal_value=0 5.16974e-05 0.000108185 0.000181004 -0.000140254 0.000333177 0.000189989 -5.01585e-06
internal_weight=0 0.0114046 0.00971919 0.00836432 0.0026885 0.00567582 0.00415657 0.00226897
internal_count=3910 3283 2806 2225 443 1782 1634 1090
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=9
num_cat=0
split_feature=3 4 2 2 0 1 1 2
split_gain=1.66751e-05 3.83037e-05 4.11816e-05 6.19852e-05 5.16503e-05 0.000108712 5.3283e-05 4.38754e-05
threshold=0.13772500000000001 -0.34687499999999999 0.11542500000000001 0.10679500000000001 -0.074249999999999997 0.11026000000000001 0.094385000000000011 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.018783131959042767 0.0094063587018982982 -0.00025419873487456275 0.018707402107674392 -0.025031333298117065 0.034958584626249026 -0.0076289576967871189 0.011346462579824607 -0.028156621630953949
leaf_weight=0.0011463861658824329 0.0015893654352183021 0.0010670927789668612 0.0011023369191310427 0.0010069541416852651 0.0011672639440715544 0.0012320538433821275 0.0011634030311297346 0.0011942837877505069
leaf_count=261 239 951 390 200 306 168 272 1123
internal_value=0 -0.00169689 0.000772094 -0.00212215 0.00183872 0.0130898 -0.00604353 -0.0149901
internal_weight=0 0.00907977 0.00793339 0.00683105 0.0058241 0.00239932 0.00342478 0.00226138
internal_count=3910 3671 3410 3020 2820 474 2346 2074
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=8
num_cat=0
split_feature=42 4 159 43 42 2 4
split_gain=1.63821e-05 5.77397e-05 4.02878e-05 4.93797e-05 8.51431e-05 7.71592e-05 6.71107e-05
threshold=0.084100000000000022 0.074650000000000008 0.073745000000000019 0.056750000000000009 -1.0000000180025095e-35 0.086245000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.030538898461056563 -0.019202213516754194 0.01099747790221375 0.018720195566729891 0.016691557650864702 0.020334766589612127 -0.026656109859325906 0.0040223577307661159
leaf_weight=0.0010539681064311319 0.0015539289588399462 0.0010683663588735163 0.0012474683305553616 0.0012982303753134063 0.0014156546650345081 0.0011726382185612552 0.0018193952440011688
leaf_count=717 1450 297 430 247 250 332 187
internal_value=0 -0.00689836 0.0022083 -0.000838808 -0.00500576 0.00109974 -0.00800115
internal_weight=0 0.0026223 0.00800735 0.00675989 0.00546166 0.00440769 0.00299203
internal_count=3910 1747 2163 1733 1486 769 519
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 52
split_gain=1.61362e-05 4.63568e-05 4.45223e-05 7.54051e-05 3.79628e-05 4.23959e-05 4.98297e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.00064499999999999985 -0.075234999999999982 -0.15168999999999996 0.083750000000000005
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=-0.022988470851784577 0.0090233370212120002 -0.020758657529329577 0.016561906152826034 0.018582193691450949 0.012499396045192061 -0.025508572388445973 0.0035590973152331237
leaf_weight=0.0014156691857960518 0.0016582431098552839 0.0011185278097113052 0.0014894831279149172 0.0012101473708489132 0.0013262922889655474 0.0010928255360576605 0.0012811045361564594
leaf_count=473 331 706 412 527 137 768 556
internal_value=0 -0.00171773 0.00100733 -0.00265504 0.00320713 -0.00182124 -0.00982204
internal_weight=0 0.00893405 0.00781552 0.00632604 0.00491037 0.00370022 0.00237393
internal_count=3910 3579 2873 2461 1988 1461 1324
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=9
num_cat=0
split_feature=49 3 16 133 15 4 52 0
split_gain=1.64342e-05 6.39759e-05 5.27062e-05 3.88539e-05 5.22894e-05 6.7543e-05 7.59118e-05 3.64202e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.071660000000000015 -0.095584999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=0.022406094300014875 -0.021406959779425208 -0.0079133760825910292 -0.014978223991083615 -0.014419633046256673 -0.022456211809581669 0.03663086591621622 0.015068023402474982 0.0099123579613048657
leaf_weight=0.0013307851320608442 0.001228044059671236 0.0014588617713618959 0.001050708876814745 0.0012848467991123137 0.0010053120129109817 0.0010009639107311963 0.0011625770825614218 0.0010404945000132269
leaf_count=350 261 209 287 1189 561 143 557 353
internal_value=0 0.00655035 -0.00239694 0.00116998 0.00497797 0.0099593 -0.00233303 0.0230129
internal_weight=0 0.00278965 0.00777295 0.0065449 0.00526006 0.00420935 0.00216789 0.00204146
internal_count=3910 559 3351 3090 1901 1614 1118 496
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=8
num_cat=0
split_feature=1 4 151 0 2 0 4
split_gain=1.58377e-05 4.98986e-05 2.86354e-05 3.77006e-05 7.59905e-05 6.82956e-05 2.67319e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.035699999999999989 1.0000000180025095e-35 -0.15007499999999999 0.25367000000000006
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=0.0049167021130354241 -0.015627049502846695 -0.020645222626349657 -0.012939707784939639 0.022077329397944684 -0.010981713416286187 0.028550001479863155 0.010611258294187027
leaf_weight=0.0017875120429992673 0.0017352525172771418 0.0013332578976779127 0.0010347169751864296 0.0010742445558464039 0.0011688808285891614 0.0012650703626007325 0.0011252697861722279
leaf_count=422 782 1586 156 346 176 318 124
internal_value=0 -0.00600388 0.00248974 0.00499654 0.00153086 0.00989598 -0.000390465
internal_weight=0 0.00312077 0.00740344 0.00636872 0.00529447 0.00355922 0.00229415
internal_count=3910 2008 1902 1746 1400 618 300
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=10
num_cat=0
split_feature=159 15 51 484 43 52 4 16 4
split_gain=3.71498e-05 5.28237e-05 5.35918e-05 5.65077e-05 5.48628e-05 6.7762e-05 7.89722e-05 5.39999e-05 8.01625e-05
threshold=-0.034019999999999988 -0.26361999999999991 0.090935000000000016 0.073820000000000011 -0.073139999999999983 -0.066329999999999986 -0.0010999999999999996 0.22945500000000005 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00034521985460666778 0.00044938051103278335 -0.00047572403000331316 0.00040523312733128968 0.0003764291725894235 -0.00068717613777400657 0.00018891415866269866 -0.00038890700690201582 0.00045619120568091105 0.00027140818007285962
leaf_weight=0.0010932114847238559 0.0010624096729976691 0.0010700352939739654 0.0010657819596195288 0.0010123017255660475 0.0010581925406714029 0.0016800167271234217 0.0019825007748627129 0.0010144810407031212 0.0011407180790710112
leaf_count=520 268 580 292 335 339 840 369 179 188
internal_value=0 3.36391e-05 -1.04238e-05 -5.98754e-05 -0.00011546 -0.000250131 -0.000123857 8.16549e-05 -9.02142e-05
internal_weight=0 0.0110864 0.010024 0.00895825 0.00794594 0.00472071 0.00366252 0.00322523 0.00221075
internal_count=3910 3390 3122 2830 2495 1548 1209 947 768
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 0 42 4 4
split_gain=0.000111351 5.29228e-05 9.23815e-05 9.2528e-05 6.30127e-05 7.67956e-05 7.08799e-05 0.000101449 5.89623e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 -0.053834999999999994 0.08784500000000002 0.0057500000000000008 -0.019454999999999997
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=-0.00062021924669275843 0.00062845890256646453 -0.0003735258840225471 -0.00043630044612540542 -0.00036113442622058052 0.00019491956973517169 -0.0001759729848186714 0.00074547525690340252 0.00051145406803246795 -0.00047463298429347827
leaf_weight=0.0010401186805268437 0.0013658676108255644 0.0010306936263065362 0.001130990238728498 0.0010938108774790839 0.0010150252247906936 0.0019972479794388778 0.0010022617286614991 0.0016973658079509177 0.0010076714362007039
leaf_count=627 229 191 142 289 788 330 659 209 446
internal_value=0 5.01136e-05 9.2464e-05 0.000157614 7.53049e-05 0.000146348 0.00028267 0.000157981 -0.00013864
internal_weight=0 0.0113409 0.0103102 0.00917925 0.00781338 0.00671957 0.00472232 0.00372006 0.0020227
internal_count=3910 3283 3092 2950 2721 2432 2102 1443 1234
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=11
num_cat=0
split_feature=484 1 12 2 3 15 3 2 52 0
split_gain=0.000114312 9.02976e-05 0.000108739 8.18326e-05 0.000129044 6.24011e-05 8.74934e-05 0.000114023 5.8897e-05 4.52307e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11203000000000002 0.11818000000000002 -0.03231499999999999 -0.074234999999999982 0.089910000000000004 0.084240000000000023 -0.066084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 9 -7
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.00063887228602735433 0.00069400988862509852 0.0005901368133484654 -0.00062874056227459497 0.00017863469250791928 -0.00072096634517356385 0.00036881278288217596 -0.00039107042249536571 0.00052601723849617999 -0.00035480100398496461 -0.00016338976236453644
leaf_weight=0.0010405443043194967 0.0015180611450178352 0.001042214995346207 0.001004329519401455 0.0012499274819935463 0.0012031638465798689 0.0015132686493290362 0.001025112397974724 0.0010604149829745518 0.00134128341314035 0.001033105953168452
leaf_count=627 480 216 116 320 106 691 196 203 752 203
internal_value=0 3.86382e-05 -1.38595e-05 4.82405e-05 -0.000262591 0.000150026 0.000335903 7.52354e-05 -2.22691e-05 0.000152889
internal_weight=0 0.0119909 0.0109487 0.00994434 0.00245309 0.00749125 0.00360359 0.00208553 0.00388766 0.00254637
internal_count=3910 3283 3067 2951 426 2525 879 399 1646 894
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=8
num_cat=0
split_feature=11 150 150 15 3 4 15
split_gain=1.66678e-05 2.73809e-05 3.94635e-05 4.89047e-05 7.99978e-05 5.21754e-05 6.41002e-05
threshold=0.077330000000000024 0.11398500000000002 0.077110000000000012 -0.017214999999999998 0.096385000000000012 -0.23071499999999998 1.0000000180025095e-35
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=0.0054278412616592681 -0.011520641578979538 -0.014015987730557986 0.019928760647800369 -0.0076148571808288398 -0.025284184797780496 0.034052661186596632 0.0016337507311804944
leaf_weight=0.0019071224452572796 0.0011305990685865448 0.0010360146441619937 0.001209451464861646 0.0013399567599855586 0.0015273762106160073 0.0011549230395972532 0.0012924230965381917
leaf_count=1170 279 154 330 142 202 274 1359
internal_value=0 0.00132576 0.00321092 0.000411146 -0.00823029 0.00824759 0.0169325
internal_weight=0 0.00946727 0.00843125 0.0072218 0.0034345 0.0037873 0.00244735
internal_count=3910 3631 3477 3147 1372 1775 1633
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=7
num_cat=0
split_feature=475 42 43 0 0 2
split_gain=1.81104e-05 3.21525e-05 4.10841e-05 4.98687e-05 3.19178e-05 4.83927e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.070894999999999986 -0.074014999999999984 0.099675000000000014
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=-0.012177758839454662 -0.013170927101420874 -0.00024349697354409663 -0.0069713383786338791 0.028607498850924819 -0.011207279137889537 0.015634152250402183
leaf_weight=0.0011010412145041762 0.0013097433536831135 0.0011565964975363136 0.001867482529080324 0.0012429524233361945 0.0019675244259745499 0.0019213020249086582
leaf_count=621 994 665 712 243 416 259
internal_value=0 0.00137277 0.00370833 0.0147012 -0.000874088 0.00449196
internal_weight=0 0.0094656 0.00815586 0.00239955 0.00575631 0.00378878
internal_count=3910 3289 2295 908 1387 971
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=11
num_cat=0
split_feature=484 15 42 151 12 49 1 16 16 16
split_gain=0.000143361 4.87585e-05 7.76194e-05 8.03308e-05 6.58742e-05 6.7657e-05 0.000100711 8.3789e-05 5.33311e-05 4.58847e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.036459999999999992 -0.010424999999999999 0.095575000000000007 -0.057604999999999996 -0.15168999999999996 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 9 -8 -3 -7
right_child=1 8 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00069684625768306476 -0.00020466007646351793 0.00011095619715973035 -0.00033694813082112157 -0.00016298788870657113 -4.8921045758560428e-05 -9.0654644404060064e-05 0.0011967585200321454 0.00041619064784510301 -0.00049244872018383557 0.00047119086334264024
leaf_weight=0.0010438506058337007 0.0015696040585756006 0.0011034065794597557 0.0012190809506996561 0.0010410926254956123 0.0011463518745801499 0.0010941739629373058 0.001022056673907752 0.0010953589413508647 0.0011501552102000387 0.0011422523907570004
leaf_count=627 383 102 325 250 144 375 95 174 1249 186
internal_value=0 6.18403e-05 0.000124362 0.000193697 0.000289285 0.000374892 0.000486481 0.000792963 -0.000197005 0.000196307
internal_weight=0 0.0115835 0.00932997 0.00811089 0.00654129 0.00550019 0.00435384 0.00211742 0.00225356 0.00223643
internal_count=3910 3283 1932 1607 1224 974 830 269 1351 561
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=9
num_cat=0
split_feature=160 157 42 0 48 42 0 150
split_gain=1.59028e-05 5.44359e-05 4.01893e-05 3.56205e-05 8.93427e-05 8.52786e-05 6.32308e-05 1.213e-05
threshold=-1.0000000180025095e-35 -0.055684999999999991 -1.0000000180025095e-35 -0.15517999999999996 0.08593000000000002 0.084100000000000022 0.0059850000000000016 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 6 -5 -4
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=0.010094830731157169 -0.015328398478046699 -0.020751465783582158 -0.014146654736161245 0.028137291161233063 0.034150920485253429 -0.017019358971308546 -0.0037329634807625267 0.0013593718747624941
leaf_weight=0.0010125438889027451 0.0011488423187447179 0.001315263385381996 0.0010112372915209522 0.0013474878539664963 0.0011256892454904474 0.0014560853431803394 0.0011570915025606715 0.0010067594228793178
leaf_count=405 882 813 125 263 316 873 145 88
internal_value=0 -0.00733402 0.00202467 0.00483083 0.00929093 0.00222529 0.0134135 -0.00641085
internal_weight=0 0.00232781 0.00825319 0.00710435 0.00508635 0.00396066 0.00250458 0.002018
internal_count=3910 1218 2692 1810 1597 1281 408 213
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=8
num_cat=0
split_feature=4 42 0 15 43 0 1
split_gain=1.71503e-05 3.21982e-05 4.48524e-05 6.41913e-05 5.50051e-05 5.99092e-05 7.94985e-06
threshold=0.28937500000000005 0.086825000000000013 -0.017269999999999997 0.024640000000000006 -1.0000000180025095e-35 -0.18087499999999998 0.11353000000000001
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=-0.017498645774651531 0.014567678399637601 -0.013920516641085279 0.013880201597369551 -0.025758536406250438 -0.0067064770372220334 0.023281202586508443 0.0019850859499293424
leaf_weight=0.0010314608403229888 0.001005684272721463 0.0017870221868656923 0.0019682921873369263 0.0010605001376166453 0.001220185499983456 0.001467369719077685 0.0010028516058371896
leaf_count=739 118 1254 274 802 109 306 308
internal_value=0 -0.00198517 0.00117567 -0.00405629 0.00213224 0.0096664 0.00828525
internal_weight=0 0.00853483 0.00674781 0.00477952 0.00371902 0.00268756 0.00200854
internal_count=3910 3484 2230 1956 1154 415 426
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=9
num_cat=0
split_feature=48 4 13 0 47 0 4 42
split_gain=4.46211e-05 9.16779e-05 4.80536e-05 6.43169e-05 6.99709e-05 6.99137e-05 7.87996e-05 6.03096e-05
threshold=0.11930500000000001 0.28937500000000005 -0.13934999999999997 -0.017269999999999997 0.09252500000000001 -0.11287999999999999 0.0057500000000000008 0.08401500000000002
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=-0.00033509026823923857 -0.00039531217769822868 0.0004186146795376643 -8.5874804088184991e-05 0.0003469363343216441 -0.00052328566308508506 -0.00055086646513473065 0.00066333582216425251 9.6607936420988974e-05
leaf_weight=0.0018426124135847415 0.0010377135177957906 0.0019257639636343664 0.0011115968491169077 0.0017497178380195821 0.001114850190974302 0.001075466910661951 0.0010491249950000678 0.0011387279680935059
leaf_count=206 161 388 176 287 269 1058 126 1239
internal_value=0 3.00152e-05 -5.23833e-05 1.9572e-05 -8.47667e-05 2.69801e-05 0.0002779 -0.00021788
internal_weight=0 0.0110079 0.0090821 0.00723948 0.00548977 0.00437492 0.00216072 0.00221419
internal_count=3910 3749 3361 3155 2868 2599 302 2297
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=10
num_cat=0
split_feature=41 1 12 47 52 48 52 16 2
split_gain=4.59024e-05 3.84704e-05 5.89244e-05 8.65139e-05 7.81795e-05 8.74893e-05 6.82669e-05 5.6748e-05 2.0485e-05
threshold=0.075585000000000013 0.13662500000000002 0.10058500000000002 0.09252500000000001 -0.092854999999999979 0.086215000000000014 0.084890000000000007 -0.022939999999999999 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00036536002419165515 -0.00040240032023180236 0.00039370905916180079 -0.00034268211796951368 -0.00045221813167521289 0.00051750257775898863 -0.00020889263064553299 2.3439663316734764e-05 0.00016724624714560196 0.00091394588017869251
leaf_weight=0.0010149662070029044 0.0010324134820820325 0.0010150057960893353 0.0016728505737529922 0.0010968060502044002 0.0010015390678002635 0.0014016502528446505 0.0016356631069557141 0.0011355825878543238 0.0010028995003101354
leaf_count=505 221 212 465 291 492 265 830 418 211
internal_value=0 3.00538e-05 -6.99841e-06 6.0747e-05 0.000138973 0.000221837 0.000348255 0.000517454 0.000715859
internal_weight=0 0.010977 0.00996196 0.00828911 0.0071923 0.00617733 0.00477568 0.00314002 0.00200444
internal_count=3910 3689 3477 3012 2721 2216 1951 1121 703
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=9
num_cat=0
split_feature=41 150 150 2 0 3 0 4
split_gain=6.6227e-05 6.62276e-05 4.85666e-05 5.36482e-05 9.05675e-05 9.65823e-05 5.22143e-05 5.13697e-05
threshold=0.075585000000000013 0.11398500000000002 0.077110000000000012 0.084235000000000018 -0.13506999999999997 0.13772500000000001 -0.10575999999999998 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.00061057191437857131 -0.00047544851221926392 -0.00039975445255319294 0.00041496066315544156 -0.00042709410733312252 -0.00043974405354310761 0.00060505565731427589 5.9161159284040769e-05 0.00012633721720422953
leaf_weight=0.0010064978319404561 0.0010460553072106681 0.0011743696761281003 0.0015219428578695663 0.001892881807326675 0.0010344388791865781 0.0010445205065512412 0.0019191339237687316 0.0015248158428240515
leaf_count=82 221 148 340 264 211 85 910 1649
internal_value=0 4.06051e-05 9.26096e-05 3.43594e-05 -7.98109e-05 0.0001026 0.000248862 -0.00010247
internal_weight=0 0.0111186 0.00994423 0.00842229 0.00549666 0.00360378 0.00292563 0.00255925
internal_count=3910 3689 3541 3201 2209 1945 992 1860
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=11
num_cat=0
split_feature=484 1 4 0 15 42 12 52 52 0
split_gain=0.000132689 5.02033e-05 6.44772e-05 0.000100778 7.16289e-05 8.57003e-05 6.02254e-05 4.90502e-05 3.518e-05 3.22508e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 -0.0017649999999999999 -0.17106499999999999 -0.021529999999999997 0.078965000000000021 0.083175000000000013 -0.021309999999999996 0.082665000000000002 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -5 -3 -6 -9
right_child=1 7 3 6 5 -7 -8 9 -10 -11
leaf_value=-0.00068109994205154474 0.00053697116518117919 0.00061193931277344791 0.0001983864614573246 -0.00079766946603156868 0.00040758153431577019 -0.00049610519601712532 -0.00014543455973809567 -0.00014477421149876256 -7.9660339457643425e-05 0.00032695528644986212
leaf_weight=0.0010173241616311815 0.0012144939592855469 0.0010504110737327051 0.0013434015084426158 0.0011329846396321364 0.0012704033631216138 0.0010093964032323742 0.0010475275044635438 0.001082409273808759 0.0010329739451066509 0.0011483581493183376
leaf_count=627 437 216 112 174 432 745 425 125 395 222
internal_value=0 5.81389e-05 -2.51757e-05 -0.000224064 0.000129634 -1.96998e-05 -0.000484333 0.000262572 0.000189073 9.80635e-05
internal_weight=0 0.0113324 0.00805118 0.00352391 0.00452727 0.00331277 0.00218051 0.00328118 0.00230338 0.00223077
internal_count=3910 3283 2720 711 2009 1572 599 563 827 347
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=8
num_cat=0
split_feature=475 15 151 4 1 13 3
split_gain=1.72698e-05 2.86144e-05 3.15651e-05 5.43986e-05 8.23842e-05 3.8728e-05 3.699e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.076429999999999984 -0.0021099999999999995 0.095575000000000007 -0.0016149999999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.011838245430928429 0.017292406813177424 0.012859527839979649 0.015814292992514325 -0.034580871368583975 0.0095349806059660119 -0.0052880513876473675 -0.015058950904895885
leaf_weight=0.0011110711250378316 0.0010052441844657705 0.00145565789212915 0.0017934627785339391 0.0011113967558227114 0.00132925188642595 0.0016884554055199867 0.0011326293067593358
leaf_count=621 252 393 1338 538 165 506 97
internal_value=0 0.00133679 -0.000547784 -0.00331404 -0.011982 0.00558132 -0.00177987
internal_weight=0 0.0095161 0.00851085 0.0070552 0.00357328 0.00348192 0.00246188
internal_count=3910 3289 3037 2644 800 1844 262
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=8
num_cat=0
split_feature=49 12 42 15 52 16 1
split_gain=1.74428e-05 5.43009e-05 4.46756e-05 3.80564e-05 3.46594e-05 6.84226e-05 3.40675e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.079355000000000023
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=-0.003708643514929394 -0.014266908390588607 0.025298534126995193 -0.020699464849813939 -0.0050804489836845457 0.019976646779540343 -0.019258373477357298 0.01721105172116516
leaf_weight=0.0017933664784219902 0.0013571509134072714 0.0010081330826817348 0.0011466664021948974 0.0011091388722063139 0.0011367094738248314 0.0012531461437013417 0.0017953113673268826
leaf_count=370 301 189 756 1006 373 408 507
internal_value=0 0.00672973 -0.00246974 0.000672937 0.00450264 0.000271964 0.00869847
internal_weight=0 0.0028015 0.00779812 0.00665146 0.00529431 0.0041576 0.00290445
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=10
num_cat=0
split_feature=484 41 150 3 1 47 12 13 16
split_gain=0.000125212 3.95648e-05 7.48475e-05 7.08175e-05 5.69531e-05 0.000100491 9.04103e-05 6.53298e-05 5.33884e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11398500000000002 -0.12008499999999998 0.12864500000000004 0.09252500000000001 0.095295000000000019 -0.088444999999999982 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00067568389857453461 0.00055587725470905352 -0.00032243896599859419 -0.00040021955065900429 -0.00020733360548021447 0.0004562134333588176 -0.0005752766289995727 -0.00041571479198034738 0.00057391145573041041 7.5955373371908044e-05
leaf_weight=0.0010049069629762724 0.0013550708534246806 0.0010132597594757495 0.0010949474195024152 0.0010318072606266158 0.0012307666559175411 0.0010004512775648178 0.0010514716150900804 0.0018971098998607065 0.0014686292133540761
leaf_count=627 226 194 142 313 259 219 477 1006 447
internal_value=0 4.69832e-05 8.3934e-05 0.000142606 6.96904e-05 -4.07064e-06 0.000100804 0.000224306 0.00035663
internal_weight=0 0.0111435 0.0101303 0.00903531 0.00768024 0.00644947 0.00544902 0.00439755 0.00336574
internal_count=3910 3283 3089 2947 2721 2462 2243 1766 1453
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=9
num_cat=0
split_feature=41 157 160 150 1 47 2 2
split_gain=4.19769e-05 5.14404e-05 7.94589e-05 6.61934e-05 7.57731e-05 0.000111677 5.76545e-05 8.8345e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.11456000000000001 0.10113500000000002 0.086785000000000015 0.10113500000000002 0.091985000000000011
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=0.00042107573205710474 -0.00038947460603701214 -0.00043872306885424459 -0.00013805028031547588 -0.00040451784876828896 0.00084030271068123101 4.7235344660220412e-05 -0.00035163053333073143 0.00055153824019792889
leaf_weight=0.0011467656363027033 0.0010109972344417842 0.0014671199305796414 0.001916018614260787 0.0010510096496204532 0.0011613946780439552 0.001656111569525475 0.001488167462240981 0.0011387985535590939
leaf_count=499 221 810 1155 90 385 159 302 289
internal_value=0 2.7982e-05 -1.76505e-05 5.57923e-05 0.00012152 0.000374143 -3.51533e-05 0.00011902
internal_weight=0 0.0110254 0.00987862 0.0084115 0.00736049 0.00281751 0.00454298 0.00305482
internal_count=3910 3689 3190 2380 2290 544 1746 1444
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=10
num_cat=0
split_feature=41 150 4 52 13 2 1 43 3
split_gain=4.22656e-05 4.31766e-05 4.49861e-05 8.29824e-05 6.94506e-05 6.41779e-05 4.57809e-05 4.43695e-05 3.79481e-05
threshold=0.075585000000000013 0.11398500000000002 0.0057500000000000008 -0.060039999999999989 -0.0038299999999999996 0.11339500000000001 0.08844500000000001 -0.062599999999999989 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 8 -6 -1 -5
right_child=-2 -3 3 5 6 -7 -8 -9 -10
leaf_value=0.00047347692530444626 -0.00038563103232718601 -0.00033343080114987307 0.00066019891953754146 -6.3407237726771499e-06 -7.1357357475655266e-05 -0.00032065073201059034 -0.00059112351787072323 -3.9518989783980508e-05 0.00052346121731569638
leaf_weight=0.001131861484679367 0.0010304242000017281 0.0011294181268489507 0.0011931577370470812 0.0010367416375932307 0.0017639533269316397 0.0011336835880039224 0.0010330984501628858 0.0015169758826559503 0.0010424095259190806
leaf_count=832 221 148 220 320 524 227 314 970 134
internal_value=0 2.96969e-05 7.13258e-05 0.000218632 -4.78524e-05 5.46467e-05 -0.000263334 0.000179687 0.000259282
internal_weight=0 0.0109813 0.00985188 0.00440599 0.00544589 0.00321283 0.00279705 0.00264884 0.00207915
internal_count=3910 3689 3541 901 2640 681 838 1802 454
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=11
num_cat=0
split_feature=484 15 11 4 42 3 12 47 49 4
split_gain=0.000149798 6.41829e-05 4.9484e-05 6.60262e-05 6.28964e-05 9.55632e-05 6.05208e-05 5.62792e-05 4.2378e-05 1.88116e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.07677500000000001 -0.0017649999999999999 0.084100000000000022 0.092005000000000017 -1.0000000180025095e-35 0.090280000000000013 -0.04682999999999999 -0.15333499999999997
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=-0.00071283580234674827 0.00048814076373389576 0.00080668092447361164 -0.00039572242587586495 -0.00048802077882844459 -0.00014991981855931545 -6.1768020227759919e-05 -6.7949540520452232e-05 -0.00033901542727972258 0.00046795918777364179 0.0004386938176075545
leaf_weight=0.0010423477038015135 0.0012225428388394936 0.0010161488551034673 0.0010256567910444407 0.0011997681272100285 0.0012810170191464901 0.0012930493378043449 0.0011292547956257577 0.0011007763113501626 0.0011400278145486296 0.0011258592781596623
leaf_count=627 278 79 219 174 880 151 150 137 344 871
internal_value=0 6.33475e-05 1.29838e-05 5.81267e-05 0.000220882 0.000359163 -0.000109837 2.4799e-05 0.000201277 0.000613263
internal_weight=0 0.0115341 0.0103116 0.0092859 0.00471607 0.00343506 0.00456983 0.00337006 0.00226928 0.00214201
internal_count=3910 3283 3005 2786 1981 1101 805 631 494 950
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=9
num_cat=0
split_feature=50 15 159 2 51 3 40 4
split_gain=1.8995e-05 3.29404e-05 4.03469e-05 5.42135e-05 4.44333e-05 4.88188e-05 4.3253e-05 5.06391e-05
threshold=0.084340000000000012 -0.24219999999999997 0.082325000000000023 0.113945 0.077145000000000005 -0.078669999999999976 -1.0000000180025095e-35 0.05309500000000001
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=0.018323423124124796 -0.013143001996698656 -0.010824647051381357 -0.018935221040404487 -0.01645922724932496 0.024442082131035964 -0.0078940682377296942 0.0015602331589338646 0.031295895637032937
leaf_weight=0.0010176590630196327 0.001004509978435251 0.0018981651898648997 0.0010637990065594386 0.001332298829343383 0.0010575648575181819 0.0010148843876158706 0.0011100847024313521 0.00118305821704343
leaf_count=276 731 1231 481 299 228 140 387 137
internal_value=0 0.00130432 -0.000695678 0.0018587 0.00575492 0.00195888 0.00929415 0.0169012
internal_weight=0 0.00967751 0.00865986 0.00759606 0.00626376 0.00520619 0.00330803 0.00229314
internal_count=3910 3179 2903 2422 2123 1895 664 524
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=9
num_cat=0
split_feature=41 150 3 49 0 2 2 1
split_gain=4.53072e-05 3.65297e-05 4.88771e-05 5.38984e-05 5.27899e-05 6.78446e-05 8.45768e-05 5.92574e-05
threshold=0.075585000000000013 0.11398500000000002 -0.12008499999999998 1.0000000180025095e-35 -0.15291499999999997 0.10362500000000001 0.092635000000000009 0.095575000000000007
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=0.00039816723204928305 -0.00040352624592628338 -0.00030882673065945411 0.00045583829018066554 -0.00032411574641229009 -0.00039101574214976258 -0.00037869865956803198 0.0005974489225318996 0.00017421753984752292
leaf_weight=0.0014751238884888043 0.0010080285308832751 0.0010913674301510972 0.0012144926327413248 0.0015100544151809836 0.0011472518595276968 0.0013437783198349549 0.0010886925602388861 0.0018843307352643249
leaf_count=260 221 148 142 754 1360 365 279 381
internal_value=0 3.12153e-05 6.96178e-05 1.04317e-05 8.60746e-05 3.88742e-06 0.000128663 -3.96856e-05
internal_weight=0 0.0107551 0.00966372 0.0081886 0.00667855 0.00546405 0.00412028 0.00303158
internal_count=3910 3689 3541 3281 2527 2385 2020 1741
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=10
num_cat=0
split_feature=147 41 52 0 1 16 2 43 43
split_gain=5.79916e-05 6.07514e-05 8.49497e-05 9.38974e-05 9.48008e-05 6.08078e-05 4.01222e-05 3.99679e-05 8.11891e-05
threshold=0.088410000000000016 1.0000000180025095e-35 0.15091000000000002 -0.14867499999999997 0.10373000000000002 -0.049719999999999993 0.096750000000000017 -0.083899999999999988 0.0033500000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 -1 -5 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=2.4148899520324248e-05 0.00044602006295214603 -0.00050574048380018412 -0.00053610099144807692 0.00028605774160042895 0.00086162061771121097 0.00021995692661919665 -0.00048911762515716493 -0.00040218150725284128 0.00023721603320442478
leaf_weight=0.0010071205172318583 0.0010010660742974737 0.001008059296716682 0.0010267908794156936 0.0013903664161928854 0.0010051530272911385 0.0013050162537878818 0.001398820829198069 0.0016961484010694023 0.0013885662500231653
leaf_count=106 174 213 461 599 269 313 111 1204 460
internal_value=0 -4.65065e-05 -1.20053e-06 5.85557e-05 0.000176569 0.000499144 -0.000274266 1.00458e-05 -0.00011436
internal_weight=0 0.011226 0.010218 0.00919119 0.00678525 0.00231017 0.00240594 0.00447508 0.00308471
internal_count=3910 3736 3523 3062 2845 582 217 2263 1664
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=9
num_cat=0
split_feature=2 52 150 52 3 4 12 2
split_gain=1.877e-05 7.40891e-05 6.95898e-05 6.15022e-05 5.58849e-05 4.98841e-05 6.35508e-05 6.9442e-05
threshold=0.10946500000000002 0.084890000000000007 0.086420000000000011 0.09086000000000001 0.11265500000000002 0.15045000000000003 0.085250000000000006 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1
right_child=3 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0068221318818256528 0.013547360916006236 -0.021522710037304701 -0.018600646506120477 0.026008165722729806 -0.018435878836555359 0.027234733684064722 -0.018829143105202607 0.026569109238753053
leaf_weight=0.0011687254973198414 0.0010372366594646474 0.0016497607490254911 0.0012310185359630955 0.0010635938882116048 0.0011543108165182354 0.0010569254942449664 0.0010021939729108146 0.0013333560680115347
leaf_count=157 398 1032 254 195 174 176 1043 481
internal_value=0 -0.00282688 0.00249814 0.00627721 -0.00329854 0.00819247 0.00244913 0.010972
internal_weight=0 0.00744198 0.00579222 0.00325514 0.00219155 0.0045612 0.00350428 0.00250208
internal_count=3910 3143 2111 767 572 1857 1681 638
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=9
num_cat=0
split_feature=124 1 42 3 457 16 15 2
split_gain=1.75585e-05 2.32774e-05 5.21227e-05 4.87244e-05 6.23688e-05 4.9567e-05 4.56934e-05 1.4473e-05
threshold=-0.061329999999999989 0.12864500000000004 0.092145000000000019 -0.100615 0.041935000000000007 -0.19424999999999998 -0.015439999999999997 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=0.012397696271766144 0.0036403983066102558 0.010017775579087767 -0.024830229755246708 -0.030786095677274052 0.015296158362439003 -0.018219826369718441 0.0069676130846003902 0.020159391136163982
leaf_weight=0.0010242926889499912 0.0010238879419424895 0.0015120666598378739 0.0010035841303909767 0.0010158209482972243 0.0010870848931192165 0.0013829011424395304 0.0015031222035664124 0.0011004066806186387
leaf_count=310 185 259 679 165 212 698 1143 259
internal_value=0 -0.00137387 -0.00349599 -0.00048601 -0.00588663 -0.0117883 -0.0051015 0.0121974
internal_weight=0 0.00962887 0.00811681 0.00711322 0.00498893 0.00390184 0.00288602 0.00212429
internal_count=3910 3600 3341 2662 2218 2006 1841 444
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=10
num_cat=0
split_feature=484 47 159 12 1 0 2 0 12
split_gain=0.000252967 6.75282e-05 6.98876e-05 8.1241e-05 8.1901e-05 6.65384e-05 0.000111369 0.000162032 2.96377e-05
threshold=-0.0043499999999999988 0.10783500000000001 0.087945000000000009 0.10058500000000002 0.11215000000000001 -0.23029999999999998 0.10113500000000002 -0.073129999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00095280546671298514 0.00053727417389209009 0.00042722574942532918 0.00044421824397762529 -0.00047519770284477268 -0.00041676220247332705 -0.00036605427805894608 -0.00043823153923472228 0.00071992788380664623 0.00010028479950059178
leaf_weight=0.0010003872200661503 0.001220093382661493 0.0017693011691117212 0.001260611638049019 0.0014415059260725564 0.0012863040048047532 0.0010583182074219658 0.0014175043693968404 0.0014354058037251518 0.0010377321061130012
leaf_count=612 85 197 387 382 235 138 330 222 1322
internal_value=0 7.37148e-05 1.21377e-05 -4.90845e-05 3.33052e-05 0.000127148 2.60379e-05 0.000212393 -0.000135175
internal_weight=0 0.0119268 0.0101575 0.00889686 0.00745536 0.00616905 0.00494896 0.00353146 0.00209605
internal_count=3910 3298 3101 2714 2332 2097 2012 1682 1460
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=10
num_cat=0
split_feature=484 4 4 15 42 12 49 43 2
split_gain=0.000105447 5.95496e-05 6.00887e-05 7.02098e-05 7.26303e-05 5.33146e-05 7.16036e-05 4.83777e-05 4.1257e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.0017649999999999999 -0.021529999999999997 0.078965000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0050750000000000005 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -4 -7 -5 -3
right_child=1 8 5 4 -6 6 -8 -9 -10
leaf_value=-0.00059578289622875819 0.00047259933908479874 7.9877797274994933e-05 -0.0005771281956140833 -7.0403299154069623e-05 -0.00043465158277513477 -0.00040880801310676549 0.00019793567350542645 0.00046282162359293362 0.00059082708580841087
leaf_weight=0.0010553362099988287 0.0015278585346427285 0.0012695515244313784 0.0010587202293741004 0.001563981462593505 0.0011585275371988682 0.0013245256871165908 0.0017174069607532839 0.0011244985235021182 0.0011652296440954994
leaf_count=627 512 199 142 712 772 141 405 152 248
internal_value=0 5.08923e-05 -1.93885e-05 0.000116997 -2.42326e-05 -0.000198153 -6.62541e-05 0.000152626 0.000324406
internal_weight=0 0.0119103 0.00947552 0.00537487 0.00384701 0.00410065 0.00304193 0.00268848 0.00243478
internal_count=3910 3283 2836 2148 1636 688 546 864 447
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=8
num_cat=0
split_feature=11 43 15 13 3 52 2
split_gain=1.81041e-05 3.35246e-05 5.09179e-05 3.80042e-05 5.17386e-05 9.3966e-05 4.82558e-05
threshold=0.077330000000000024 -0.049504999999999987 -0.053579999999999996 -0.10939499999999998 -1.0000000180025095e-35 -0.072349999999999984 0.10869000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=0.024272943626016008 -0.011894501696164534 0.0094222896605827815 -0.00084795510524939422 -0.025485638234680721 -0.026621730281653461 0.02570931410113176 -0.0038065491054659222
leaf_weight=0.0013688445988505604 0.001152066174046615 0.0017711585867707354 0.001965321868046886 0.0012155150346753922 0.0010068084096447136 0.0010546001889116452 0.0011666952174803399
leaf_count=811 279 281 917 1239 145 135 103
internal_value=0 0.00137592 0.00946545 -0.00296404 -0.00790104 -0.0012797 0.0102066
internal_weight=0 0.00954894 0.00333417 0.00621478 0.00444362 0.0032281 0.0022213
internal_count=3910 3631 1728 1903 1622 383 238
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=10
num_cat=0
split_feature=484 159 49 52 52 0 42 2 2
split_gain=0.000137357 3.90159e-05 6.01241e-05 7.59309e-05 6.07589e-05 6.39536e-05 9.95943e-05 8.76792e-05 8.0551e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10513500000000002 0.11588000000000002 0.091210000000000013 -0.053834999999999994 0.088115000000000013 0.075670000000000015 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00069234242644214611 -0.00054951569087216328 0.00034325216793455358 0.00045471407916782583 -0.00054566494399383694 0.00044710671700592074 -0.00037478952383758485 0.00056722813353562106 0.00044893681685520618 -0.00022893530954935565
leaf_weight=0.0010214379051003549 0.0011165781089368045 0.0015885730656323054 0.0010541065676163272 0.0010135503617033914 0.0011215877416624461 0.0016974135177676578 0.0011667148731265447 0.0013239526018031149 0.0013727779575349111
leaf_count=627 296 522 272 392 248 319 416 567 251
internal_value=0 5.80647e-05 1.21484e-05 -4.07886e-05 2.48245e-05 -4.61049e-05 6.59254e-05 -8.74525e-05 0.000103864
internal_weight=0 0.0114553 0.00986668 0.00881258 0.00779902 0.00667744 0.00498002 0.00381331 0.00269673
internal_count=3910 3283 2761 2489 2097 1849 1530 1114 818
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=9
num_cat=0
split_feature=2 52 150 52 3 4 13 52
split_gain=2.03386e-05 6.31567e-05 5.50547e-05 4.79895e-05 4.77506e-05 4.61575e-05 5.32952e-05 3.55675e-05
threshold=0.10946500000000002 0.084890000000000007 0.086420000000000011 0.09086000000000001 0.11265500000000002 0.15045000000000003 -0.071149999999999977 -0.077699999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -8
right_child=3 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.016214086323506818 0.013618853583442576 -0.020182183754414974 -0.016788951937523007 0.02395065607525397 -0.015954588057994934 0.025387311497772586 0.02155816007689098 -0.0030146361634796723
leaf_weight=0.0011416507829247664 0.0010387223237768167 0.0016516426903073599 0.0012302719230167054 0.0010654376498851316 0.0011509411906211013 0.0010549778705415472 0.0012623587424548614 0.0011043476207232262
leaf_count=726 398 1032 254 195 174 176 425 530
internal_value=0 -0.00293228 0.00198532 0.00654399 -0.00192568 0.00704685 0.0015318 0.0100921
internal_weight=0 0.00744525 0.00579361 0.0032551 0.00218966 0.00456334 0.00350836 0.00236671
internal_count=3910 3143 2111 767 572 1857 1681 955
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=9
num_cat=0
split_feature=484 159 47 3 12 52 16 15
split_gain=0.000129338 4.55321e-05 4.96607e-05 6.01965e-05 7.58035e-05 6.47908e-05 4.80386e-05 6.1205e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 0.11818000000000002 0.095775000000000013 0.09716000000000001 -0.0060199999999999993 -0.088734999999999994
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=-0.00067924125697305744 -0.00013592414542918475 0.00040562613486468373 0.00031354113378041293 -0.00038262864273777022 -0.00039841145428225276 0.00057576465164706735 -0.00027987152808707234 0.00042695290705546169
leaf_weight=0.001009934926216872 0.0013814907481810436 0.0012527416944819224 0.0017101425395065336 0.0016986900539597005 0.0012762212237443045 0.0010283410067479367 0.001342261836421367 0.0016062612739570115
leaf_count=627 289 388 196 143 570 353 426 918
internal_value=0 5.31471e-05 9.18144e-06 -5.32789e-05 3.10465e-05 0.000133332 2.82584e-05 0.000166687
internal_weight=0 0.0112962 0.0100434 0.00833327 0.00663458 0.00535835 0.00433001 0.00298775
internal_count=3910 3283 2895 2699 2556 1986 1633 1207
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=8
num_cat=0
split_feature=50 4 2 3 0 15 13
split_gain=1.89607e-05 3.78326e-05 6.27086e-05 5.45292e-05 5.2981e-05 6.07763e-05 3.78775e-05
threshold=0.084340000000000012 0.28937500000000005 0.11339500000000001 0.10666500000000002 -0.073129999999999987 -0.089594999999999994 -0.032264999999999995
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=0.0025675789585489681 -0.013111346989397619 0.014579528072472217 -0.023417688021993358 0.020950346997433675 -0.005856968967076567 -0.025390848641471637 0.019385374437345865
leaf_weight=0.0016162344980215719 0.0010066568837927828 0.0017581870669610587 0.0011327500297523075 0.0012407262037430478 0.001024195217675529 0.0014982931851063605 0.0014167772430061076
leaf_count=483 731 396 329 72 217 1382 300
internal_value=0 0.0013083 -0.00163448 0.0019962 -0.00223689 -0.0108823 0.00879407
internal_weight=0 0.00968716 0.00792898 0.00679623 0.0055555 0.00311453 0.00244097
internal_count=3910 3179 2783 2454 2382 1865 517
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=10
num_cat=0
split_feature=48 2 40 150 159 12 0 0 1
split_gain=4.98091e-05 8.62778e-05 6.02644e-05 5.70652e-05 6.35764e-05 6.6979e-05 4.59749e-05 5.77311e-05 4.16205e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.086420000000000011 0.082325000000000023 0.095295000000000019 -0.070894999999999986 -0.11524 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -3
right_child=-2 8 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00045495414475899026 -0.00040554290893466701 7.7257052310222041e-05 0.00045518039674450841 -0.00032888514745760012 -0.00031038794418236865 -0.00019254136702872752 0.00060469529678838199 -0.0001863672704997315 0.0006083822679591285
leaf_weight=0.0012245477595451467 0.0010711241956090746 0.0010118755086693414 0.0011443913673053396 0.0014950395460275054 0.001174498667362564 0.0012533670300747084 0.0014431274243384366 0.0010198790516218609 0.0012909329227859545
leaf_count=269 161 253 167 249 393 506 221 1389 302
internal_value=0 3.72914e-05 -5.15371e-05 1.40649e-05 9.90196e-05 0.000197944 0.000333616 0.000152861 0.000375001
internal_weight=0 0.0110577 0.00875485 0.0075303 0.00603526 0.00486076 0.0036074 0.00216427 0.00230281
internal_count=3910 3749 3194 2925 2676 2283 1777 1556 555
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=10
num_cat=0
split_feature=484 41 150 42 3 160 16 1 4
split_gain=0.000151329 5.24553e-05 8.19292e-05 8.11794e-05 0.000114417 7.82983e-05 8.08108e-05 8.48847e-05 9.75605e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -1.0000000180025095e-35 -0.11266 -0.080734999999999987 -0.19424999999999998 0.099595000000000017 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 -8
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00071794486265957191 -0.00026703531016017645 -0.00036214119603460013 -0.00039583350664585244 0.00074923076290476121 -0.00036401510073557665 -0.00016634760757356406 0.00062377273689647231 0.00077797810022902628 -0.00013670499860078352
leaf_weight=0.0010494904421230909 0.0014381208559577337 0.0010316383783728527 0.0011369517009475723 0.0013942715217917581 0.0010358446930205682 0.0014889889149994704 0.0010861080194614773 0.0013105678000773758 0.0016099912493989445
leaf_count=627 937 191 142 183 478 220 290 305 537
internal_value=0 5.97608e-05 0.00010121 0.00016156 0.000239328 0.00013048 0.000223685 0.000368632 0.000169649
internal_weight=0 0.0115325 0.0105008 0.00936389 0.00792577 0.0065315 0.00549566 0.00400667 0.0026961
internal_count=3910 3283 3092 2950 2013 1830 1352 1132 827
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=10
num_cat=0
split_feature=484 41 42 43 3 1 3 52 2
split_gain=0.000138364 6.32045e-05 6.46405e-05 0.000105757 7.96483e-05 7.55118e-05 6.41544e-05 5.44178e-05 0.000103998
threshold=-1.0000000180025095e-35 0.075585000000000013 -1.0000000180025095e-35 -0.044024999999999988 -0.11266 0.077800000000000022 -0.078669999999999976 -0.074484999999999982 0.113945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -7 -9
right_child=1 -3 3 4 5 7 -8 8 -10
leaf_value=-0.00069250759460151036 -0.00027003195234807492 -0.00041051186165076236 0.00016922953958407733 0.00044084469695262747 -0.00049794517715033473 -0.00029959415955587907 0.00078786256694585611 0.00051570931003632403 -0.00025434596948954789
leaf_weight=0.0010406061561947554 0.0015742731280668351 0.0010320291590570551 0.0012188666226029131 0.001423083448639507 0.0012722865191757051 0.0011936606169995708 0.0013676748975404835 0.0016482459692765108 0.0011410889379164519
leaf_count=627 949 191 444 161 429 146 462 324 177
internal_value=0 5.31575e-05 9.73048e-05 0.000159722 2.93486e-05 -8.20809e-05 0.000496342 5.07584e-05 0.000200687
internal_weight=0 0.0118712 0.0108392 0.00926491 0.00667837 0.00525528 0.00258654 0.003983 0.00278933
internal_count=3910 3283 3092 2143 1237 1076 906 647 501
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=10
num_cat=0
split_feature=484 1 43 3 2 2 1 16 4
split_gain=0.00010064 6.16967e-05 5.65437e-05 7.92188e-05 7.84038e-05 7.92478e-05 9.2013e-05 4.59421e-05 3.99418e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.053009999999999995 -0.075954999999999981 0.087995000000000004 0.10113500000000002 0.10498500000000001 -0.092014999999999986 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -7 -4 -2
right_child=1 -3 4 -5 5 6 -8 -9 -10
leaf_value=-0.00057961329724176439 0.00027551928754582461 0.00051520104162592977 -0.00068798347595605319 0.0005613006628756909 0.00038161084347585844 -0.00058306698114483923 0.00011239911856276664 -0.00011217445359466301 -0.00023098165225583387
leaf_weight=0.0010586890904800321 0.001035733936438622 0.0010086285708097104 0.0011058432692389558 0.001446515907076494 0.0016997793093150066 0.0011583377624558313 0.0019844076110353479 0.0010279531210918478 0.0014182272950634062
leaf_count=627 324 216 200 391 433 272 232 616 599
internal_value=0 5.1286e-05 8.26621e-06 0.000197338 -9.7444e-05 4.05391e-05 -0.000143932 -0.000410588 -1.72048e-05
internal_weight=0 0.0118854 0.0108768 0.00390048 0.00697632 0.00484252 0.00314275 0.0021338 0.00245396
internal_count=3910 3283 3067 1314 1753 937 504 816 923
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=9
num_cat=0
split_feature=147 11 52 4 2 3 43 3
split_gain=2.60512e-05 5.30528e-05 5.11562e-05 8.08085e-05 6.34105e-05 0.000129052 8.89483e-05 3.57754e-05
threshold=0.087265000000000023 0.077330000000000024 0.11588000000000002 -0.076854999999999993 0.11230000000000001 0.090325000000000003 -0.073139999999999983 -0.013944999999999997
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=0.028998449391845194 0.015315533195544734 -0.022810727422512736 -0.018300464721477089 0.0059800744888203463 -0.024799243917500685 0.02931626506855289 -0.030269659025626658 0.0045175228103133879
leaf_weight=0.0014407459035329097 0.0010005991260249479 0.0010546516349452346 0.0011940226285054685 0.0015887352733357008 0.0010742324628056875 0.0012435607796693372 0.0011794129778159601 0.0010192316626145702
leaf_count=925 191 269 600 755 381 93 568 128
internal_value=0 -0.00162416 0.000932427 0.00397573 -0.00322129 0.00255674 -0.00946469 0.0188554
internal_weight=0 0.00979459 0.00873994 0.00754592 0.00508594 0.00401171 0.00276815 0.00245998
internal_count=3910 3719 3450 2850 1797 1416 1323 1053
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=8
num_cat=0
split_feature=2 52 150 47 4 52 3
split_gain=2.54741e-05 5.206e-05 5.04507e-05 4.6303e-05 0.000100898 3.96849e-05 3.79773e-05
threshold=0.10946500000000002 0.084890000000000007 0.086420000000000011 0.077065000000000008 -0.0040999999999999986 0.09086000000000001 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2
right_child=5 -3 -4 -5 -6 -7 -8
leaf_value=-0.0020544314212456024 0.013431539909345955 -0.018884490982848806 -0.016761213065195821 -0.0082132444613282948 0.034832042319485119 0.02320096800601331 -0.012878427102699087
leaf_weight=0.001804269017386968 0.0010482563981892728 0.0016601158531362147 0.0012338685537460863 0.001526340387736534 0.0012590294831623023 0.0010620365555567089 0.0011510903680614442
leaf_count=1100 398 1032 254 316 441 195 174
internal_value=0 -0.00326312 0.00119009 0.00601608 0.0131061 0.00732687 -0.000338526
internal_weight=0 0.00748362 0.00582351 0.00458964 0.0030633 0.00326138 0.00219935
internal_count=3910 3143 2111 1857 1541 767 572
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=10
num_cat=0
split_feature=484 41 150 52 4 13 2 52 4
split_gain=0.000146467 5.65109e-05 5.52866e-05 6.61613e-05 6.48418e-05 7.28577e-05 5.08972e-05 0.000131966 7.63713e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.048794999999999991 0.0057500000000000008 -0.011514999999999999 0.10113500000000002 0.10701500000000001 -0.0031049999999999997
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=-0.00072128959526608606 0.00053650295887527823 -0.00038024496163647164 -0.00031280492280015581 0.00048583567411833944 0.00074122091087122492 -0.00020327583813169661 -0.0005592247517915293 0.00033187063895438599 -0.00010614771153733982
leaf_weight=0.0010073233614323494 0.0010222442070750098 0.0010244981949057526 0.0011000488180311499 0.0016737927840196573 0.0011927858289604086 0.001025105584660512 0.0014850450198094925 0.0011214937801078562 0.0016776449330302826
leaf_count=627 321 191 142 1228 198 389 223 197 394
internal_value=0 5.89386e-05 0.00010263 0.000152314 0.000377816 0.000166097 2.9679e-05 -0.000175821 0.000189504
internal_weight=0 0.0113227 0.0102982 0.00919811 0.00324014 0.00204735 0.00595798 0.00260654 0.00335144
internal_count=3910 3283 3092 2950 908 710 2042 420 1622
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=10
num_cat=0
split_feature=147 15 16 3 12 52 3 43 0
split_gain=6.86669e-05 6.07941e-05 7.50263e-05 4.37595e-05 5.73966e-05 8.25678e-05 0.000102123 7.31462e-05 1.86422e-05
threshold=0.088565000000000019 -0.24219999999999997 -0.30307999999999996 0.13772500000000001 0.096055000000000015 1.0000000180025095e-35 -0.078669999999999976 -0.057994999999999998 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9
right_child=-2 2 3 -5 -6 -7 7 8 -10
leaf_value=0.00036660309071540374 0.00048744216695263681 -0.00049817613612066619 -0.00069487843916590374 0.00029935224235973093 -0.00049437841894351049 0.00032062541249997743 0.00044171209109679951 -1.2555699252087947e-05 -0.0003887846975007305
leaf_weight=0.0012124762703515169 0.0010024456525641887 0.001528594376559716 0.0010560695000259028 0.0013366802966509822 0.0011220469861988949 0.0019498985052140722 0.0010175231622619675 0.0010021158188208703 0.0010235195528627038
leaf_count=304 168 265 969 115 658 941 183 62 245
internal_value=0 -4.81202e-05 -9.82218e-05 -2.63626e-05 -8.70747e-05 -1.15242e-05 -0.000169519 1.27963e-05 -0.000202658
internal_weight=0 0.0112489 0.0100364 0.00850785 0.00717117 0.00604913 0.00409923 0.00304316 0.00202564
internal_count=3910 3742 3438 3173 3058 2400 1459 490 307
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=9
num_cat=0
split_feature=484 1 475 43 2 3 15 43
split_gain=0.000139974 7.97807e-05 4.9267e-05 6.14976e-05 0.000105293 7.13603e-05 6.34256e-05 6.03119e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.050754999999999995 -0.073139999999999983 0.087995000000000004 0.11818000000000002 -0.014614999999999998 -0.089949999999999988
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=-0.00069826229392467752 0.00042365708654232704 0.00057945685046496614 -3.7500634321860822e-05 -0.00054817056598542439 0.00053808557777914972 -0.00026754352493218086 -9.5885368289263989e-05 0.00049703387784405084
leaf_weight=0.001015488480939619 0.0010009534609045712 0.0010386428495505031 0.001998795443144138 0.0018057041696464262 0.0012816983197291459 0.0019208891603167411 0.001152069756722779 0.0013662690646208319
leaf_count=627 402 216 511 870 333 123 396 432
internal_value=0 6.10009e-05 9.84463e-06 -3.36397e-05 -0.000150082 1.49898e-05 0.000237984 0.000179529
internal_weight=0 0.011565 0.0105264 0.00952543 0.00616036 0.00435466 0.00243377 0.00336506
internal_count=3910 3283 3067 2665 1722 852 729 943
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=9
num_cat=0
split_feature=147 11 52 4 13 52 3 2
split_gain=2.33614e-05 4.56868e-05 4.47331e-05 6.95905e-05 5.03499e-05 7.27061e-05 3.44058e-05 3.41253e-05
threshold=0.087265000000000023 0.077330000000000024 0.11401500000000002 -0.076854999999999993 -0.090744999999999978 -0.015539999999999998 0.090325000000000003 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.0044403430764992907 0.014474167060729485 -0.021199829845707653 -0.017114267247742891 0.016568768810021929 -0.0077190995128044448 -0.024918676400926251 0.016093890026372105 0.02812207330151131
leaf_weight=0.0011039252150710846 0.001004665421095491 0.0010545204660726689 0.0011980942710641948 0.0010446820466111471 0.0013966608472256508 0.0015660096944356515 0.001072784955690409 0.0013558049843302167
leaf_count=934 191 269 612 262 758 700 68 116
internal_value=0 -0.00153789 0.000834963 0.00368712 -0.00299785 -0.00806317 0.00262582 0.0174937
internal_weight=0 0.00979248 0.00873796 0.00753987 0.00508014 0.00403546 0.00246945 0.00245973
internal_count=3910 3719 3450 2838 1788 1526 826 1050
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=10
num_cat=0
split_feature=147 15 16 2 4 52 52 1 0
split_gain=6.47714e-05 5.68972e-05 7.96536e-05 4.16215e-05 4.67647e-05 7.25016e-05 0.000107983 6.55369e-05 4.95837e-05
threshold=0.088565000000000019 -0.24219999999999997 -0.41862999999999995 0.114165 0.0057500000000000008 1.0000000180025095e-35 -0.07984999999999999 0.096335000000000018 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 -7
right_child=-2 2 3 -5 7 8 -8 -9 -10
leaf_value=0.00035455701632092261 0.00047584169719329194 -0.00055779660622351805 -8.087695319279553e-05 0.00034440630057332015 0.00053008408445686989 0.00038826030313712567 -0.00083168850974146033 -0.00011072030381544993 -0.00020211168039178199
leaf_weight=0.001225892091735026 0.0010013657391400492 0.0012420687119089066 0.001879040476161119 0.0010228236692383643 0.0010094741554765021 0.0010874955232958831 0.0012111653564355752 0.0015647585412633946 0.0011003768911924776
leaf_count=304 168 232 693 305 237 1003 781 135 52
internal_value=0 -4.43884e-05 -9.27282e-05 -2.76422e-05 -7.61044e-05 -0.00018178 -0.000375148 0.000140568 9.13364e-05
internal_weight=0 0.0113431 0.0101172 0.00887513 0.00785231 0.00527808 0.00309021 0.00257423 0.00218787
internal_count=3910 3742 3438 3206 2901 2529 1474 372 1055
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 1 0 2 2
split_gain=8.51942e-05 4.09558e-05 8.43154e-05 6.3652e-05 0.000118271 7.21937e-05 4.71029e-05 0.000109726 7.35615e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.091329999999999981 -0.03231499999999999 -0.095799999999999982 0.11198000000000001 -0.11287999999999999 0.092340000000000019 0.10362500000000001
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=-0.00054321627830113258 -0.00032498015689630855 0.00059534164193606463 -0.00032099276439449744 0.0002075382822797135 0.00059670510951791015 0.00025467207938836557 -0.0007415388146308436 0.00037163481223982881 -0.0003557959539260857
leaf_weight=0.0010121156843889883 0.0010215538347772149 0.0011181293694788241 0.0017020372249120989 0.0010899344157958304 0.0017043695080139728 0.0016490669643405829 0.0011824430606757106 0.0010541399469700466 0.0010841807015752047
leaf_count=627 391 267 335 125 435 285 1124 181 140
internal_value=0 4.99492e-05 8.61359e-05 2.59893e-05 0.000176173 -3.77101e-05 -0.000146148 -0.000262235 2.80968e-06
internal_weight=0 0.0116059 0.0105843 0.00946617 0.00505547 0.0033511 0.0044107 0.00332076 0.00213832
internal_count=3910 3283 2892 2625 1055 620 1570 1445 321
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=7
num_cat=0
split_feature=1 4 47 4 1 3
split_gain=2.57421e-05 4.36965e-05 2.86698e-05 5.65216e-05 9.87136e-05 5.67295e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 0.11097000000000001 -0.010319999999999998
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=0.0024544972191281149 0.012955953633609511 -0.021259119085479686 -0.0073431121552693726 0.036206313484779873 0.00071798972940421155 -0.0178151005832041
leaf_weight=0.0018329736465929288 0.001041253503679283 0.0013488871328468867 0.0019538664626594961 0.0013358237458549471 0.0018966996541963394 0.0014110468181178235
leaf_count=422 784 1586 328 164 357 269
internal_value=0 -0.00759842 0.00310683 0.00669846 0.0153834 -0.00474963
internal_weight=0 0.00318186 0.00763869 0.00568482 0.00323252 0.0024523
internal_count=3910 2008 1902 1574 521 1053
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=8
num_cat=0
split_feature=1 12 2 4 151 4 2
split_gain=4.4686e-05 4.83359e-05 5.26565e-05 9.86732e-05 6.0203e-05 7.06993e-05 0.000112375
threshold=0.13662500000000002 0.098845000000000016 0.086650000000000019 -0.0010999999999999996 -0.0088999999999999982 0.25367000000000006 0.10113500000000002
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=0.00010411842239714761 0.00037467453539371506 -0.00032071703622270895 -0.00019676965513088255 -0.00062808158451021438 0.00043404686340520741 0.00067759165222299259 -0.00027563921382893394
leaf_weight=0.0016925474419692318 0.0010699288924269764 0.0020025521987282321 0.0016996480348859862 0.0012160050705237546 0.0018205728650372392 0.0010657040344774146 0.0016221564660098128
leaf_count=1108 225 545 419 283 806 164 360
internal_value=0 -4.48792e-05 1.57111e-05 -0.000201999 0.000117711 0.000236267 9.96547e-05
internal_weight=0 0.0111192 0.00911663 0.00290855 0.00620808 0.00450843 0.00344273
internal_count=3910 3685 3140 1391 1749 1330 1166
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=10
num_cat=0
split_feature=41 150 150 52 0 133 52 12 15
split_gain=3.9743e-05 4.12726e-05 5.59179e-05 6.47294e-05 5.96741e-05 6.45236e-05 9.72085e-05 9.20149e-05 6.59081e-05
threshold=0.075585000000000013 0.11398500000000002 0.077110000000000012 0.15091000000000002 -0.15713499999999997 0.085050000000000014 0.067395000000000024 0.093125000000000013 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00036841949176700617 -0.0003736060132816875 -0.00032389041416399511 0.00041690198724539141 -0.00045952667956129572 -0.00042896444814287204 -0.00030458517824696489 0.00069520321566690884 0.00048200554228020666 0.00019715058048162272
leaf_weight=0.00102399887473144 0.001030372706834916 0.0011419119547138703 0.0015117949458883463 0.0010054053023143055 0.0014023722875501662 0.0010414370331055956 0.0012996920739956784 0.0014073733053719013 0.0011990510993757039
leaf_count=137 221 148 340 433 386 847 576 377 445
internal_value=0 2.9065e-05 6.98131e-05 7.19146e-06 7.08266e-05 0.00014166 0.000229206 7.81251e-05 -0.000140375
internal_weight=0 0.011033 0.00989112 0.00837933 0.00737392 0.00634993 0.00530849 0.0040088 0.00260142
internal_count=3910 3689 3541 3201 2768 2631 1784 1208 831
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=10
num_cat=0
split_feature=484 1 51 12 2 151 52 2 3
split_gain=0.000140975 6.5955e-05 7.83702e-05 6.93231e-05 9.54183e-05 8.98903e-05 8.48692e-05 6.42666e-05 5.54567e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.086650000000000019 -0.0088999999999999982 0.088900000000000021 0.11165000000000001 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -7 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00069939755601380481 0.00049539794615656571 0.00053663662511672103 -0.00065302472034324446 -0.00043228670878597407 -0.00023477709779294424 0.00081598821930981035 -3.3620992969970279e-05 0.0001690763933594888 -4.3256238054522161e-05
leaf_weight=0.0010277665798998159 0.0011513682044156067 0.0010116352235044557 0.0010055217909845618 0.0015048256213985424 0.0015475490601720467 0.0014384253183299905 0.0015731368153684712 0.0010014729298864489 0.0013344518429267622
leaf_count=627 367 216 793 342 314 422 411 127 291
internal_value=0 5.83694e-05 1.25379e-05 -4.65718e-05 2.68956e-05 0.000166681 0.000321496 0.000550459 -0.000305283
internal_weight=0 0.0115684 0.0105568 0.00940538 0.00790056 0.00556058 0.00401304 0.0024399 0.00233997
internal_count=3910 3283 3067 2700 2358 1274 960 549 1084
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=10
num_cat=0
split_feature=484 12 41 3 2 1 16 16 43
split_gain=0.000129721 5.00753e-05 6.37419e-05 7.90228e-05 3.98219e-05 0.000182502 9.51369e-05 7.05768e-05 6.20047e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 1.0000000180025095e-35 -0.100615 0.10679500000000001 0.11198000000000001 -0.114825 -0.057604999999999996 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00067748853726005292 0.0005047982577992187 -0.00033206361169723855 -0.00037411644796687287 0.00066426438879279464 -0.00072820243900477118 0.0003375981658914181 -0.00042567933101869557 -0.00018024267911195493 0.00040224819064752274
leaf_weight=0.0010177100400147144 0.0018844788430913166 0.0011703511360593158 0.0010039240051079546 0.0011060279759437927 0.0011326781413792293 0.0013586024360144056 0.0010369507831209978 0.0011699282165798721 0.0017588950662132394
leaf_count=627 324 154 189 285 263 255 942 374 497
internal_value=0 5.25594e-05 9.56292e-05 0.000145546 5.60315e-05 -0.000146976 0.000155749 1.39274e-05 0.00016957
internal_weight=0 0.0116218 0.0104515 0.00944756 0.00756308 0.00249128 0.0050718 0.00396577 0.00292882
internal_count=3910 3283 3129 2940 2616 518 2098 1813 871
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=10
num_cat=0
split_feature=147 15 16 2 47 52 2 4 43
split_gain=5.11631e-05 6.47642e-05 6.30909e-05 5.31993e-05 5.43522e-05 6.51307e-05 6.03777e-05 0.000138542 4.64285e-05
threshold=0.088565000000000019 -0.24219999999999997 -0.41862999999999995 0.114165 0.10783500000000001 -0.088354999999999989 0.10113500000000002 -0.0010999999999999996 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.00038135955364826222 0.00041797204741181321 -0.00049715695009413629 -0.0005027451965447685 0.0003868972664437736 0.00032714248675085636 3.6412704378287634e-05 -0.00042189365277038132 -0.00041031519574432159 0.00057010654394492797
leaf_weight=0.0012582260181537427 0.0010290595212135477 0.0012804139022263477 0.0015575955918497135 0.0010321100822918575 0.0010583095360435363 0.0010845389207887134 0.0012568504568328826 0.0014678487773422525 0.0014845404961721653
leaf_count=304 168 232 595 305 144 1195 197 339 431
internal_value=0 -3.84102e-05 -9.00786e-05 -3.17873e-05 -8.64202e-05 -0.000150302 -4.6602e-05 7.02407e-05 0.000344807
internal_weight=0 0.0114804 0.0102222 0.00894179 0.00790968 0.00685137 0.00529378 0.00403693 0.00256908
internal_count=3910 3742 3438 3206 2901 2757 2162 1965 1626
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=7
num_cat=0
split_feature=1 4 2 1 15 16
split_gain=2.17755e-05 3.60737e-05 2.60792e-05 2.52406e-05 7.13526e-05 5.69147e-05
threshold=0.076710000000000014 -0.084009999999999987 0.11462500000000002 0.089175000000000018 -0.10071499999999999 -0.010819999999999998
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=0.0021126262453549315 0.01269368785061601 -0.019324993595635099 0.013396630752618722 0.011693248935739309 -0.025913428466028024 0.002385038629119643
leaf_weight=0.0018537883743684051 0.0011833679068261969 0.0013613911993826844 0.001793125821031861 0.0018502961458815199 0.0016157695975045354 0.0012688353448636557
leaf_count=422 406 1586 413 233 432 418
internal_value=0 -0.00696462 0.00283155 -0.000369472 -0.00363428 -0.0134659
internal_weight=0 0.00321518 0.00771139 0.00591827 0.0047349 0.0028846
internal_count=3910 2008 1902 1489 1083 850
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=7
num_cat=0
split_feature=49 15 42 16 4 52
split_gain=2.26294e-05 6.72831e-05 4.11754e-05 3.44721e-05 3.5445e-05 4.57033e-05
threshold=-0.029304999999999998 -0.033649999999999992 0.093125000000000013 -0.30307999999999996 0.0082450000000000006 0.071660000000000015
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=0.019859662695921432 -0.014760279507750235 -0.011524126352241693 -0.020488885237545204 -0.013564875115977582 0.014183169544238542 0.0088400053192324562
leaf_weight=0.0017456557040922507 0.0012701481703721552 0.0011223000108986085 0.0011273465401415309 0.0018262807086407832 0.0019966870334762071 0.001815600196173728
leaf_count=326 269 233 711 1180 362 829
internal_value=0 0.00757843 -0.00276875 0.00012278 0.00347535 -0.00239529
internal_weight=0 0.00286796 0.00803606 0.00690872 0.00563857 0.00364188
internal_count=3910 559 3351 2640 2371 2009
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=9
num_cat=0
split_feature=484 159 49 12 12 0 48 0
split_gain=0.000137419 6.17716e-05 7.74784e-05 6.28822e-05 9.669e-05 6.32025e-05 7.25786e-05 5.60706e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10513500000000002 0.098845000000000016 0.085185000000000025 -0.12329499999999999 0.085790000000000019 -0.017269999999999997
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=-0.00069676518068168924 0.00042541975089273212 0.00040542544029759819 0.00048731300432176274 -0.00037452061597883482 0.00040490084962738822 -0.00053613171334699131 -0.00027238464029411626 3.2540523006914514e-05
leaf_weight=0.0010209901867597069 0.0013184667732879778 0.0016460794408555595 0.0010980216937977955 0.0019644121668620671 0.0018647586107509396 0.0017123343086491271 0.0010136235799475951 0.0010915446901618938
leaf_count=627 154 522 272 396 1279 444 93 123
internal_value=0 5.32965e-05 -4.30295e-06 -6.45145e-05 2.24736e-05 -0.000116377 0.000122125 -0.000314749
internal_weight=0 0.0117092 0.0100632 0.00896514 0.00700073 0.00513597 0.00233209 0.00280388
internal_count=3910 3283 2761 2489 2093 814 247 567
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 47 48 16
split_gain=1.90796e-05 3.59693e-05 4.26287e-05 5.44991e-05 5.87994e-05 6.74946e-05 8.78164e-05 8.69061e-05
threshold=0.11655500000000001 0.11202500000000001 0.15100500000000003 0.083815000000000014 0.085835000000000009 0.09252500000000001 0.086870000000000017 -0.095109999999999986
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=-0.021440369046493969 -0.013050758314898601 0.016573254799997675 -0.016049329323232605 0.023347717345769094 0.041251476721781338 -0.019200862940078729 -0.013067636324582478 0.0041725565584214697
leaf_weight=0.0011794188969919909 0.0010225718246869792 0.0013336092901445303 0.0015569042777004308 0.001041732742238238 0.0011026485574724355 0.0010285677958968664 0.001165754446007861 0.0014812987104658216
leaf_count=999 187 224 541 989 226 166 141 437
internal_value=0 0.00129763 -0.00108326 0.00224569 -0.00144411 0.00349157 0.00971625 0.0199953
internal_weight=0 0.00988993 0.00855633 0.00699942 0.00595769 0.00477827 0.0037497 0.00258395
internal_count=3910 3723 3499 2958 1969 970 804 663
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=10
num_cat=0
split_feature=147 151 52 4 52 2 43 133 0
split_gain=6.28053e-05 5.27795e-05 0.000107319 8.24362e-05 7.84285e-05 6.56015e-05 7.3047e-05 3.41068e-05 2.68922e-05
threshold=0.088410000000000016 -0.0088999999999999982 -0.048794999999999991 0.28937500000000005 0.11401500000000002 0.086875000000000022 -0.074254999999999988 1.0000000180025095e-35 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -7
right_child=-2 3 -4 -5 -6 7 -8 -9 -10
leaf_value=9.3062878620551312e-05 0.00046503805658237494 0.00010179921964985414 -0.00076017288960559886 0.00046688832096847054 -0.00054503255236787343 5.4476621974435183e-05 -0.0005346157372331517 -0.00010811280284595507 0.00045844039013519835
leaf_weight=0.0011863087202506623 0.0010007358828752451 0.0014321834808679178 0.0010852161004040117 0.0013486107972806817 0.0010934849134535138 0.0010113652074923297 0.0013441882255828192 0.0010546222700039921 0.0016961419879274197
leaf_count=276 174 351 280 314 511 265 777 485 477
internal_value=0 -4.75516e-05 -0.000314569 1.99869e-05 -5.89829e-05 2.23031e-05 -0.000206323 0.000191024 0.000307543
internal_weight=0 0.0112521 0.00227152 0.0089806 0.00763199 0.0065385 0.00277637 0.00376213 0.00270751
internal_count=3910 3736 556 3180 2866 2355 1128 1227 742
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=9
num_cat=0
split_feature=2 40 4 3 49 43 13 3
split_gain=1.92047e-05 5.64853e-05 5.06421e-05 6.71065e-05 7.37395e-05 5.24403e-05 3.40938e-05 4.29844e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.08422499999999998 0.090325000000000003 -1.0000000180025095e-35 -0.074254999999999988 -0.089189999999999978 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -2 -8
right_child=6 2 3 -5 5 -7 7 -9
leaf_value=-0.023545074196033879 0.021117821564473182 -0.014435803822705692 -0.019524854775249498 0.027434607739023044 0.025025730436759621 -0.0045366239739774231 0.011940993488856577 -0.015863851355715317
leaf_weight=0.0011202438938472375 0.0010583126313019556 0.0016354686539506846 0.0013191036948800999 0.0011154048711398152 0.0011730895220600408 0.001228379661031095 0.0012272139818738179 0.0010165399654724072
leaf_count=266 207 648 429 131 592 1077 482 78
internal_value=0 -0.002813 0.00077584 0.00592023 -0.000529645 0.00990424 0.00632246 -0.000656081
internal_weight=0 0.00759169 0.00647145 0.00483598 0.00372057 0.00240147 0.00330207 0.00224375
internal_count=3910 3143 2877 2229 2098 1669 767 560
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=8
num_cat=0
split_feature=49 3 42 15 16 47 12
split_gain=1.85724e-05 6.15882e-05 3.91273e-05 3.85167e-05 8.89385e-05 7.30953e-05 4.43635e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093125000000000013 -0.038029999999999987 -0.055679999999999993 0.09023500000000001 0.051320000000000005
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=0.022224649190436579 -0.014620753025857311 -0.0071788311383226243 -0.019819649436649493 0.018353148409221885 -0.031748725871424369 0.022394309558376235 -0.003535181094121943
leaf_weight=0.0013655398160724969 0.0010652758600526433 0.0014892644161966252 0.0011225831011907996 0.0018240737518064496 0.0010399155124071889 0.0010687186485213262 0.0018807050266030116
leaf_count=350 418 209 711 233 496 157 1336
internal_value=0 0.00688575 -0.00250938 0.000315605 -0.00776894 0.00391664 0.00724169
internal_weight=0 0.0028548 0.00800127 0.00687869 0.00317391 0.00213399 0.00370478
internal_count=3910 559 3351 2640 1071 575 1569
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=10
num_cat=0
split_feature=41 157 160 42 43 3 1 0 3
split_gain=4.85271e-05 4.80808e-05 7.80384e-05 0.000106612 7.54739e-05 8.02065e-05 0.000138468 7.71274e-05 4.93544e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.11266 0.077800000000000022 -0.16443499999999997 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 -7 -8 -5
right_child=-2 2 3 4 5 6 7 -9 -10
leaf_value=0.000406590007885583 -0.00041532738964459876 -0.00042849861548154982 -0.00048126273382536423 0.0001606524326644991 0.00047854645438665124 -0.00071565418159613703 -0.0001598126205139675 0.00047166771029189631 0.00076834936657048695
leaf_weight=0.0011632278760246193 0.001030984147949496 0.0014905772683363001 0.0012106474299854808 0.001024117279001039 0.0011571609269904609 0.0010617895202127189 0.0017630962040328152 0.0012860139882268217 0.0010311884422875093
leaf_count=499 221 810 841 236 120 367 142 362 312
internal_value=0 2.92402e-05 -1.45465e-05 5.77557e-05 0.000146862 2.25296e-05 -0.000105833 0.000106525 0.000465546
internal_weight=0 0.0111878 0.0100246 0.00853401 0.00732337 0.00526806 0.0041109 0.00304911 0.00205531
internal_count=3910 3689 3190 2380 1539 991 871 504 548
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=11
num_cat=0
split_feature=484 15 11 4 3 1 2 12 16 3
split_gain=0.000199833 0.0001104 9.26568e-05 0.000118815 9.33256e-05 8.77354e-05 9.17848e-05 7.79776e-05 8.62263e-05 0.000109759
threshold=-0.0043499999999999988 -0.26361999999999991 0.077330000000000024 -0.0010999999999999996 -0.115685 0.085990000000000011 0.097940000000000013 -0.023959999999999995 -0.30307999999999996 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -5 -9 -10
right_child=1 2 -4 7 5 -7 -8 8 9 -11
leaf_value=-0.00083500938880410171 0.00059166090364562332 0.00071819926866853489 -0.00055766349630521526 -0.000632934797135948 -0.00053137934878715965 0.00042109168191935753 0.00027277602570278535 -0.00051439421665307953 -0.00014750553311405887 0.00065967587001043227
leaf_weight=0.0010464311758037774 0.0013269629540089969 0.0012689830305519633 0.0010613018139431088 0.0010824057503533123 0.0011721289166854254 0.0018699560265614604 0.0010210584867407335 0.0010600379194647598 0.0018079052557153437 0.0010092288452373671
leaf_count=612 278 96 217 150 1041 676 190 197 397 56
internal_value=0 5.65034e-05 -6.04688e-06 5.0837e-05 0.000254023 0.000109053 -0.000156997 -0.000167611 -3.77052e-05 0.000141664
internal_weight=0 0.01268 0.011353 0.0102917 0.00533213 0.00406314 0.00219319 0.00495958 0.00387717 0.00281713
internal_count=3910 3298 3020 2803 2003 1907 1231 800 650 453
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=11
num_cat=0
split_feature=484 39 12 43 159 43 15 2 0 2
split_gain=0.000146686 5.41897e-05 5.93252e-05 7.49926e-05 6.65771e-05 8.38393e-05 7.36117e-05 0.000183907 0.000155497 0.000121456
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 -0.15648499999999999 0.073745000000000019 -0.080894999999999981 -0.021529999999999997 0.10113500000000002 -0.10462499999999998 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00072431600360569595 0.00062528435396715272 -0.00036999166163417709 -0.0003458760401899293 -0.0004928449778830665 0.00047094947869941888 -0.00048853996482883116 0.00033525340608998346 -0.0007545182290083273 0.00084411508579856193 0.00040697441269574785
leaf_weight=0.0010253281805696233 0.001088776251473419 0.001076214089249526 0.0010703685892908535 0.0011123283232673635 0.0013882792568949169 0.0011187464544605676 0.0012792909783062407 0.0011136505572537871 0.0012085306043381847 0.0012142903553986062
leaf_count=627 192 230 120 508 411 111 971 208 406 126
internal_value=0 4.92167e-05 9.18018e-05 0.000140991 7.84806e-05 1.16127e-06 9.37548e-05 -0.000171915 0.000273261 -2.2446e-05
internal_weight=0 0.0116705 0.0105943 0.00952389 0.00843512 0.00704684 0.00593451 0.00239294 0.00354157 0.00233304
internal_count=3910 3283 3053 2933 2741 2330 1822 1179 643 237
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=8
num_cat=0
split_feature=42 43 3 16 16 49 13
split_gain=1.86343e-05 3.76453e-05 7.71495e-05 4.46169e-05 4.91582e-05 4.85573e-05 6.21281e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15100500000000003 -0.0072149999999999992 -0.029304999999999998 -0.10939499999999998
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=-0.010614414325941646 -0.0017848331333730112 0.010164978993599508 0.032546353821403924 -0.020925128140963232 0.020554711778115582 0.0078461720420149247 -0.022564952933318051
leaf_weight=0.0014511753493334318 0.0017095895654538926 0.0016700909490676053 0.0010606843335760258 0.0010986498966045789 0.0010556578632113182 0.001068649251885593 0.0018088537104367279
leaf_count=1060 847 177 486 251 206 185 698
internal_value=0 0.00155444 0.0113599 -0.00249871 0.00111423 -0.0033986 -0.0112708
internal_weight=0 0.00947218 0.00277027 0.0067019 0.00560325 0.00454759 0.0028775
internal_count=3910 2850 1333 1517 1266 1060 883
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=9
num_cat=0
split_feature=15 15 43 43 15 0 3 43
split_gain=1.99503e-05 3.93244e-05 3.17983e-05 3.97432e-05 4.56757e-05 0.000105118 6.70503e-05 2.1307e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.079109999999999986 -0.03231499999999999 -0.10462499999999998 0.10666500000000002 0.0050750000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=0.011731399201392578 -0.019916571626393934 0.014792548194717318 -0.017063749956283621 -0.0060194172035365895 -0.027401669744798025 0.035435311865913532 0.011937465234768543 -0.0070356709021912756
leaf_weight=0.0012687156387694533 0.0010458207802919129 0.0013368624538087652 0.0014093289942484618 0.001415813738601196 0.0010254526193658763 0.001076983234537299 0.0012829092272027861 0.0010293627013546578
leaf_count=302 312 219 934 182 1010 444 110 397
internal_value=0 -0.00160954 0.000622773 -0.00199372 0.00164894 0.0118906 -0.0060001 -0.0171993
internal_weight=0 0.00962253 0.00857671 0.00723985 0.00583052 0.0024928 0.00333772 0.00205482
internal_count=3910 3608 3296 3077 2143 626 1517 1407
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=11
num_cat=0
split_feature=484 41 150 3 16 1 12 2 2 4
split_gain=0.000115952 5.96855e-05 8.69779e-05 7.45416e-05 5.33472e-05 8.55275e-05 0.000114388 5.98251e-05 0.000129271 4.79374e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.098355000000000012 0.091985000000000011 0.10137500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 -6
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.00064498393223124621 0.00056899238806103756 -0.00039675150607345754 -0.00042269570682363847 -0.0003203334802374536 0.0002230098592596808 0.00063794461963717337 -0.00054972603079442436 0.00092623928515885566 -5.3297601491705627e-05 -0.00030229283770374384
leaf_weight=0.0010044142638203349 0.0014214615237079205 0.0010482213639518871 0.0011202586491670047 0.0010951423152130912 0.0014632077165566393 0.0011333976585200679 0.0010123734589346216 0.001015106447103863 0.0010577244122220971 0.0012288223692858338
leaf_count=627 229 191 142 289 1199 143 359 239 261 231
internal_value=0 4.94836e-05 9.38309e-05 0.000155211 8.17421e-05 0.00014546 4.88425e-05 0.000176018 0.000426401 -1.67734e-05
internal_weight=0 0.0115957 0.0105475 0.00942724 0.00800577 0.00691063 0.00577723 0.00476486 0.00207283 0.00269203
internal_count=3910 3283 3092 2950 2721 2432 2289 1930 500 1430
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=9
num_cat=0
split_feature=47 4 1 12 4 52 2 3
split_gain=2.06898e-05 5.20847e-05 9.55171e-05 7.03254e-05 5.01279e-05 4.7147e-05 3.90196e-05 2.84824e-05
threshold=0.11926500000000002 0.24280000000000004 0.11235500000000002 0.098595000000000016 -0.0010999999999999996 -0.088354999999999989 0.086915000000000006 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=-0.0090257189517476757 -0.013745783735968513 -0.0049134598193320868 0.033162624131720511 -0.027539713111763259 -0.02139173461754839 0.029181615559929638 0.0050991189625554561 0.0012814825357543927
leaf_weight=0.001194143736839804 0.001002044751792921 0.0013727789396535718 0.0012668136356624136 0.0010090571471471892 0.0012184161838401861 0.0011186545942542196 0.0016880045147385015 0.001016109172896483
leaf_count=518 145 198 317 484 491 966 694 97
internal_value=0 0.0013343 0.0133603 -0.00304754 0.000916001 0.00761684 0.0146977 -0.0110815
internal_weight=0 0.00988398 0.00263959 0.00724439 0.00623533 0.0040008 0.00280666 0.00223453
internal_count=3910 3765 515 3250 2766 2178 1660 588
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=9
num_cat=0
split_feature=132 42 43 160 4 16 16 2
split_gain=1.87708e-05 4.6752e-05 5.27262e-05 6.54005e-05 5.51486e-05 8.33752e-05 5.40668e-05 1.04525e-05
threshold=0.079995000000000011 -1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.074650000000000008 -0.072804999999999981 -0.52488999999999997 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -7
right_child=-2 2 -4 4 6 7 -8 -9
leaf_value=-0.020648340794792479 0.01298469107641078 -0.011930226217086691 -0.01700564080293673 0.021077782436822689 0.0074203227979528219 -0.0035629972314690211 0.039416879292827334 -0.01786390575552118
leaf_weight=0.0011159031320472418 0.0010031044005488149 0.0018354215171470911 0.0013595172410861816 0.0013700601154760018 0.0011186644671025347 0.0010096532017444015 0.0010003779540349112 0.0010349936962133694
leaf_count=868 399 902 193 452 130 348 180 438
internal_value=0 -0.00137476 0.00108923 0.00442751 0.009853 0.00198887 0.0225256 -0.0108021
internal_weight=0 0.00984459 0.00872869 0.00736917 0.00553375 0.00341471 0.00211904 0.00204465
internal_count=3910 3511 2643 2450 1548 1238 310 786
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=10
num_cat=0
split_feature=50 15 15 156 151 4 12 16 2
split_gain=3.78505e-05 5.15953e-05 4.79287e-05 4.22031e-05 5.01344e-05 6.01886e-05 7.23404e-05 7.13849e-05 6.86889e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.084330000000000016 -0.076429999999999984 -0.030814999999999995 0.092150000000000024 -0.087089999999999987 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00044150102438778927 -0.00035104767589231505 -0.00039806287847338564 0.00041985188950835809 -0.00033937807950649236 0.00045876012079967078 -0.0007305970103549164 0.00027068511320757087 -5.3611125044494357e-05 -0.00014648242820267346
leaf_weight=0.00105515416816336 0.001107714714985923 0.0011125006026247034 0.0013942513870442595 0.0010304331809244125 0.0017787298252592639 0.0010666639557442693 0.0010242145363662703 0.0013653594422849793 0.0012122439299418978
leaf_count=264 715 286 291 440 1033 193 260 246 182
internal_value=0 2.91549e-05 -1.4422e-05 3.3685e-05 8.27086e-05 9.79921e-06 -0.000166441 -0.000350531 0.000213455
internal_weight=0 0.0110396 0.0099844 0.0088719 0.00784146 0.00644721 0.00345624 0.00243202 0.00299097
internal_count=3910 3195 2931 2645 2205 1914 699 439 1215
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=9
num_cat=0
split_feature=50 15 47 12 1 1 1 2
split_gain=4.44569e-05 6.86755e-05 5.00392e-05 5.20062e-05 5.84084e-05 6.02659e-05 5.90654e-05 3.79683e-05
threshold=0.086465000000000014 -0.26361999999999991 0.117025 -0.0089849999999999982 0.10786000000000001 0.09112000000000002 0.076710000000000014 0.097360000000000016
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=0.00050980127546686193 -0.00037475208734422236 -0.00028810439883622107 -0.00042681489100507004 -0.00030294651888610244 0.00040683286822924727 -0.00038694328690607724 0.00042778835373744528 0.00013945884670366545
leaf_weight=0.0010676242220739067 0.001109224624081963 0.001602347664891624 0.0010114965111387006 0.0012995601723795719 0.0018201272602384171 0.0012006115781247294 0.0014850551340500032 0.0017504092662847881
leaf_count=264 715 319 128 1250 224 323 297 390
internal_value=0 3.67112e-05 -1.29547e-05 3.27554e-05 0.0001008 3.6846e-06 0.0001071 -4.90455e-05
internal_weight=0 0.0112372 0.0101696 0.00915811 0.00755576 0.00573564 0.00453502 0.00304997
internal_count=3910 3195 2931 2803 2484 2260 1937 1640
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=9
num_cat=0
split_feature=50 484 42 43 47 1 0 52
split_gain=1.9347e-05 3.98178e-05 3.55975e-05 5.16013e-05 4.39292e-05 7.94445e-05 4.3784e-05 4.11888e-05
threshold=0.084340000000000012 0.084225000000000008 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.10498500000000001 -0.070894999999999986 -0.031409999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 7 -4 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.016837974495342588 -0.013109388260088889 0.01881147409683857 2.22058195150848e-05 -0.024809560144511428 -0.021139699052022096 0.019370065023374072 0.02906389670004645 0.00046889224705723892
leaf_weight=0.001219218710032592 0.0010263210187206216 0.0011492371578568925 0.0010081265424388207 0.0010382503165560068 0.0011259082593678858 0.0015239204589501177 0.001070225727575562 0.0017000069669852068
leaf_count=813 731 417 515 216 139 281 209 589
internal_value=0 0.00131904 -0.000995457 0.00159152 -0.00357165 0.00106918 0.0149769 -0.0091158
internal_weight=0 0.00983489 0.00868566 0.00746644 0.00538809 0.00426218 0.00207835 0.00273826
internal_count=3910 3179 2762 1949 1225 1086 724 805
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=10
num_cat=0
split_feature=484 159 49 3 0 16 16 16 43
split_gain=0.000120889 4.64477e-05 6.18196e-05 4.53771e-05 0.000107699 9.93073e-05 6.72299e-05 7.10576e-05 3.47462e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10513500000000002 0.11818000000000002 -0.18087499999999998 -0.38486499999999996 -0.15168999999999996 0.20277000000000003 -0.085549999999999973
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=-0.00065620961916772018 0.00055254896134280607 0.00039784562183145739 0.00044546125463259113 -0.00034559583922802537 -0.00063474173247722913 0.00046889322702560097 -0.00056783481571844301 0.00025545521155426112 -0.00010457740124361076
leaf_weight=0.0010168921145869364 0.0012059907919506098 0.0013022748565817257 0.0010908406742942489 0.0016236023251086371 0.0010586891529724071 0.0010441159019769905 0.0010054601480002524 0.0014821245993209171 0.0016342052346585718
leaf_count=627 115 388 283 143 197 81 413 314 1349
internal_value=0 4.92391e-05 4.48998e-06 -4.86379e-05 1.62482e-05 -8.76579e-05 2.44602e-05 -8.81219e-05 -0.000281034
internal_weight=0 0.0114473 0.010145 0.00905419 0.00743059 0.0062246 0.00516591 0.00412179 0.00263967
internal_count=3910 3283 2895 2612 2469 2354 2157 2076 1762
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=9
num_cat=0
split_feature=52 160 1 160 3 3 2 16
split_gain=1.67871e-05 5.78552e-05 8.76097e-05 3.97317e-05 4.10284e-05 5.56749e-05 4.23254e-05 3.71782e-05
threshold=-0.048794999999999991 -0.026849999999999995 0.099595000000000017 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.093815000000000009 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=0.025953002155516287 -0.01887390836937048 -0.019155853519122145 0.017026574084450782 -0.013971030650891903 0.024533550811442244 -0.017633231172777288 -0.0051584745633888691 0.020683978367645357
leaf_weight=0.0010012353441347004 0.0012749411257455892 0.0014287945908987906 0.0012587683301363457 0.001455819990950429 0.0011304286542133607 0.0010610306989316154 0.0012230620816969745 0.0010217843111311761
leaf_count=244 924 589 357 144 955 305 194 198
internal_value=0 0.00543478 -0.00220916 -0.0028677 0.000595736 0.00537597 -0.00117487 0.00660421
internal_weight=0 0.0036888 0.00268756 0.00716707 0.00589213 0.00443631 0.00330588 0.00224485
internal_count=3910 1190 946 2720 1796 1652 697 392
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=8
num_cat=0
split_feature=12 13 16 42 13 4 4
split_gain=1.8636e-05 3.23649e-05 4.02502e-05 3.80339e-05 6.66845e-05 3.23058e-05 5.59668e-05
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.084100000000000022 -0.010384999999999998 0.40359500000000004 0.0057500000000000008
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=0.023240789143211218 -0.012925775129165552 0.015895531849847898 -0.016932188164245045 -0.011984631939412764 -0.0078492111487381416 -0.016280461654530089 0.019574017543945194
leaf_weight=0.001578148297697919 0.0010170345564765029 0.0013147311972828658 0.0013312543926785846 0.00152850173759554 0.0016901682375117023 0.0010304142004749625 0.0013296869381001961
leaf_count=701 187 224 530 1385 639 116 128
internal_value=0 0.00129568 -0.000965692 0.00200423 0.00580316 -0.00099124 0.00422564
internal_weight=0 0.00980291 0.00848817 0.00715692 0.00562842 0.00405027 0.00301986
internal_count=3910 3723 3499 2969 1584 883 767
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=9
num_cat=0
split_feature=124 49 160 0 15 15 3 43
split_gain=1.64865e-05 2.55953e-05 4.597e-05 3.46533e-05 5.96395e-05 6.37966e-05 5.52741e-05 4.19239e-05
threshold=-0.061329999999999989 0.090115000000000015 0.087825000000000014 -0.18087499999999998 -0.14097499999999996 -0.03231499999999999 0.10666500000000002 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=0.011916329544410553 0.016801092989762661 0.012193169564279625 -0.02241424124350945 -0.024331324802059934 0.018052196537860516 0.00054921692250669467 0.012703559367149592 -0.024965126821306742
leaf_weight=0.0010425305073275938 0.0010074600750177324 0.0012264127533290663 0.001092170157236263 0.0011011141412553809 0.0015844389617506041 0.0011417984292170205 0.0011198215396553265 0.0014771917616252415
leaf_count=310 139 558 302 239 534 440 73 1315
internal_value=0 -0.00131423 -0.00325765 -0.000442421 -0.00314653 0.00123555 -0.00589103 -0.0138417
internal_weight=0 0.00975041 0.008524 0.00743182 0.00642436 0.00532325 0.00373881 0.00261899
internal_count=3910 3600 3042 2740 2601 2362 1828 1755
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=8
num_cat=0
split_feature=47 52 2 13 16 15 49
split_gain=1.87023e-05 4.0515e-05 4.16806e-05 5.34759e-05 5.16223e-05 7.64104e-05 2.79977e-05
threshold=0.11669500000000001 0.11401500000000002 0.097940000000000013 -0.00059999999999999995 0.064860000000000015 -0.0063699999999999989 -0.029304999999999998
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=0.0033193673084873192 -0.0123025975670255 -0.015768044758911703 0.023820199306509481 -0.00033671991955391524 -0.021755450107021287 0.022626411589865308 -0.018288648820941725
leaf_weight=0.0012112488508867188 0.0011139153882327524 0.0012052851239276333 0.0018495865598962924 0.0018162323751962739 0.001062985961241587 0.0013135146053460246 0.0011875562908563429
leaf_count=214 179 606 508 379 274 1143 607
internal_value=0 0.0013826 0.00383149 0.0118516 -0.00232526 0.00323838 -0.00737793
internal_weight=0 0.00964641 0.00844112 0.00366582 0.00477531 0.00371232 0.00239881
internal_count=3910 3731 3125 887 2238 1964 821
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=9
num_cat=0
split_feature=4 151 16 0 48 15 16 3
split_gain=1.90189e-05 3.12589e-05 6.36159e-05 8.70999e-05 8.56267e-05 6.91097e-05 5.02106e-05 8.68127e-06
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 -0.11756999999999999 0.091555000000000011 -0.017214999999999998 0.15100500000000003 -0.12008499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -2
right_child=7 2 4 -5 -6 6 -8 -9
leaf_value=0.011517787076055497 0.0020466862797430085 -0.038153663808908056 -0.026566024721542316 0.00053863925118774177 0.026591873368511224 0.016881811877421129 -0.010014954898496607 0.015111647927795822
leaf_weight=0.0014177678231796923 0.001002755846519876 0.0011363314394448347 0.0010918201261868191 0.0011921796080728939 0.0010803068684322593 0.0013573674187551932 0.0014202862743223788 0.0010320208623749048
leaf_count=497 103 179 580 399 249 1367 213 323
internal_value=0 -0.00206654 -0.00471268 -0.0183435 0.00169963 -0.00524996 0.0031288 0.00867312
internal_weight=0 0.00869606 0.00727829 0.00232851 0.00494978 0.00386947 0.00277765 0.00203478
internal_count=3910 3484 2987 578 2409 2160 1580 426
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=8
num_cat=0
split_feature=1 4 15 151 47 16 16
split_gain=1.66526e-05 4.33043e-05 2.71986e-05 6.12278e-05 6.24594e-05 4.06682e-05 7.61015e-06
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.044604999999999992 0.086425000000000016 -0.092014999999999986 -0.067969999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=0.003898423643062904 -0.012403427284838064 -0.019876273942777009 -0.011244390304456257 0.035526758958421382 0.0035701447805205899 0.010675376866202178 -0.0085406190564485587
leaf_weight=0.0018126013168689428 0.0015154837945678774 0.0013270143321173829 0.0012069990334194107 0.0010896372005893952 0.0010413125146770349 0.0016642435949602897 0.0010341509424742394
leaf_count=422 318 1586 571 253 143 443 174
internal_value=0 -0.00615037 0.00251514 0.00513266 0.0106356 0.0205084 -0.00246434
internal_weight=0 0.00313962 0.00755183 0.00634483 0.00482934 0.00275388 0.00207546
internal_count=3910 2008 1902 1331 1013 696 317
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=9
num_cat=0
split_feature=50 133 12 49 12 16 2 16
split_gain=1.70651e-05 3.7939e-05 6.67232e-05 5.97445e-05 5.19874e-05 7.60697e-05 5.04759e-05 3.8851e-05
threshold=0.084340000000000012 0.087895000000000015 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 -0.013279999999999998 0.086130000000000012 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 -4
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=-0.019706317981246571 -0.012430585746045476 -0.016573942110129292 0.0067799753824060787 0.004542771972941435 -0.010657271633175621 0.040844819408355312 0.01680079931022856 -0.018102774828837671
leaf_weight=0.0010857828734224233 0.0010044467089184743 0.0010613001233871775 0.0012434530777460928 0.0010724939678148178 0.0012853240189972305 0.0012499951313122634 0.0013973114135561247 0.0012667154370373532
leaf_count=345 731 724 138 130 653 145 710 334
internal_value=0 0.00126456 0.00346568 0.00681349 0.0131277 0.024081 0.00364489 -0.0057767
internal_weight=0 0.00966238 0.00860108 0.00751529 0.00500512 0.00232249 0.00268264 0.00251017
internal_count=3910 3179 2455 2110 1638 275 1363 472
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=9
num_cat=0
split_feature=124 150 150 1 12 15 12 0
split_gain=1.89657e-05 2.26955e-05 4.59093e-05 5.46555e-05 3.44005e-05 5.1914e-05 0.000110767 2.86929e-05
threshold=-0.061329999999999989 0.11315500000000002 0.082085000000000019 0.12864500000000004 0.098845000000000016 -0.07142999999999998 0.091405000000000014 -0.083934999999999996
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=0.012855593585287851 -0.015792531371257742 -0.015594596480576312 0.018604616544565078 0.017205478374698904 -0.021909835891563076 0.0035712901787219018 0.031869294565096136 -0.019658360744513069
leaf_weight=0.0010329229183043643 0.0019200545994473785 0.0010087605890610188 0.0011773575775934257 0.0011675406491297897 0.0011595334216826913 0.0010667808701598982 0.0010358290442747673 0.0010601489180797465
leaf_count=310 689 142 266 220 491 626 505 661
internal_value=0 -0.00140542 0.000261412 -0.00265314 -0.00636741 -0.00282174 0.00505259 -0.00800732
internal_weight=0 0.00959601 0.00858725 0.00740989 0.00624235 0.00508281 0.00316276 0.00212693
internal_count=3910 3600 3458 3192 2972 2481 1792 1287
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=9
num_cat=0
split_feature=1 123 2 2 0 4 4 3
split_gain=4.50333e-05 7.20362e-05 7.37672e-05 6.37652e-05 0.000124324 8.49701e-05 7.06307e-05 7.87897e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.12547000000000003 0.10946500000000002 0.012625000000000003 0.074650000000000008 -0.0010999999999999996 -0.078669999999999976
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=-0.00035287229603569016 0.00037710362430894183 0.00041913994998919762 -0.00060003371279675167 0.00026898434449020687 -0.00059560745567602388 0.00039589811374957258 -0.00050887614954345966 0.00035977644051982365
leaf_weight=0.0010437824163225971 0.0010786663891950788 0.0011648409186898632 0.0010045713533433026 0.0019999923975038787 0.0016663349880639104 0.0016009024296177428 0.0013198736131638843 0.0013917572291389929
leaf_count=1531 225 276 176 346 200 247 452 457
internal_value=0 -4.23978e-05 -9.60137e-05 -3.98967e-05 -0.000127863 1.76505e-05 -0.000143593 5.43615e-05
internal_weight=0 0.0111921 0.0100272 0.00902264 0.00702265 0.00535632 0.00375541 0.00243554
internal_count=3910 3685 3409 3233 2887 2687 2440 1988
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=9
num_cat=0
split_feature=3 1 0 39 47 4 4 4
split_gain=1.7036e-05 3.05877e-05 4.95805e-05 3.48762e-05 4.33172e-05 7.13222e-05 6.22823e-05 2.29818e-05
threshold=-0.15464999999999998 0.087480000000000016 -0.089879999999999974 0.005105000000000001 0.09252500000000001 0.0057500000000000008 0.41315500000000005 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -4
right_child=1 3 7 -5 -6 6 -8 -9
leaf_value=0.011363540808397434 -0.027440291696687977 -0.015671568690852407 -0.012018268943400525 0.017642567788414755 -0.016750114934460041 0.027994943304590594 -0.0042975499113336027 0.0082478148821837176
leaf_weight=0.001169618942195228 0.0010270687460103554 0.001177530587777904 0.0010235315468283901 0.0012491849813092322 0.0012969904074656828 0.0014068464073530491 0.0010378715784436464 0.0012343931334819111
leaf_count=259 586 595 98 357 240 117 143 1515
internal_value=0 -0.00143001 -0.00922471 0.00272106 -0.00106809 0.00454705 0.0142856 -0.000938929
internal_weight=0 0.00945342 0.00328499 0.00616842 0.00491924 0.00362225 0.00244472 0.00225792
internal_count=3910 3651 2199 1452 1095 855 260 1613
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=8
num_cat=0
split_feature=15 3 3 12 49 3 3
split_gain=1.61876e-05 5.20036e-05 6.44095e-05 6.79616e-05 4.66609e-05 3.56238e-05 6.65536e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.016619999999999996 0.084100000000000022 -0.029304999999999998 -0.080884999999999985 0.10223
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=0.017468298186115155 0.016360844020032288 0.011905409305972864 -0.031131470965519825 -0.016824519106169871 -0.017681463260441579 0.018337875449026972 -0.012564560888301563
leaf_weight=0.0017052631453810356 0.0011269253352136984 0.0014369357515113439 0.0010715748211604726 0.0013641489781172568 0.0010927500721273405 0.0014627309822032206 0.0013311666407274543
leaf_count=334 270 114 189 1601 463 747 192
internal_value=0 -0.00415356 -0.0106307 -0.00181195 0.00367754 -0.00237314 0.00361425
internal_weight=0 0.00499958 0.00356265 0.00249107 0.00559191 0.00388665 0.0027939
internal_count=3910 2174 2060 1871 1736 1402 939
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=8
num_cat=0
split_feature=4 151 0 4 1 3 3
split_gain=1.65707e-05 2.68295e-05 5.11291e-05 3.72487e-05 6.37e-05 3.25249e-05 4.91149e-06
threshold=0.27608500000000008 -0.075719999999999996 -0.15713499999999997 -0.0021099999999999995 0.11561500000000001 -0.078669999999999976 -0.055684999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=0.010722945878023275 0.0031742037656566635 -0.022893115132200562 -0.0043942072624179309 -0.026487960530366273 0.0074902659407116989 0.014490306350245039 0.012986076884942492
leaf_weight=0.0013952833646143376 0.0010212843312517803 0.0012402349019496172 0.0017157912502711911 0.0011929941826320329 0.0010264783503072736 0.0019468686408036717 0.0010193704073064797
leaf_count=495 129 149 1439 634 109 643 312
internal_value=0 -0.00195729 -0.00444137 -0.000550856 -0.0107735 0.00564376 0.00807554
internal_weight=0 0.00851765 0.00712237 0.00588213 0.00221947 0.00366266 0.00204065
internal_count=3910 3469 2974 2825 743 2082 441
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=8
num_cat=0
split_feature=151 4 0 48 42 16 4
split_gain=1.61244e-05 5.04588e-05 4.42573e-05 6.07025e-05 6.00176e-05 4.69184e-05 4.1201e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.086065000000000016 0.084100000000000022 0.15100500000000003 -0.076854999999999993
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=-0.010315585601781606 -0.019016215497316271 0.017460866636325487 0.027448089211632467 0.02248837876145008 -0.019839558367273854 -0.011622224778826202 0.00085806203303095095
leaf_weight=0.0013287387558367407 0.0012668862864842218 0.0016247723198162135 0.0010089504892333329 0.0011279560894855486 0.0015169929265948946 0.0012824200047690786 0.001379460473508344
leaf_count=423 151 375 571 433 1251 258 448
internal_value=0 0.00146847 -0.00195829 0.00146336 -0.00310797 0.00380645 0.0120906
internal_weight=0 0.00920744 0.00758267 0.00631578 0.00518782 0.00367083 0.00238841
internal_count=3910 3487 3112 2961 2528 1277 1019
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=9
num_cat=0
split_feature=484 15 151 12 13 47 0 150
split_gain=0.00010826 7.2815e-05 5.7719e-05 7.17905e-05 0.00011398 0.000112877 6.05703e-05 8.59458e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.086249999999999979 -0.036459999999999992 -0.10939499999999998 0.085165000000000018 -0.053834999999999994 0.086645000000000014
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=-0.00060219275262579956 0.00047970404873036551 0.00044321287691927364 -0.00046639915515255919 0.00043964603141689732 0.00012679918843922693 0.00028249682268405681 -0.00063810849048427448 -0.00058302521391832027
leaf_weight=0.0010499815011483322 0.0013706651695975488 0.0010138497321612898 0.001356662368660764 0.0019076987774881721 0.0018129905955180901 0.0019289732912846878 0.0013214596231654573 0.0010274943738631491
leaf_count=627 291 279 247 182 1593 246 306 139
internal_value=0 5.49716e-05 -1.17251e-06 -4.93314e-05 2.14083e-05 -0.000109585 -0.000291307 -0.000129967
internal_weight=0 0.0117398 0.0103691 0.00935528 0.00799862 0.00609092 0.00416194 0.00284048
internal_count=3910 3283 2992 2713 2466 2284 2038 1732
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=9
num_cat=0
split_feature=41 49 157 160 42 160 2 1
split_gain=4.60908e-05 4.39412e-05 6.68287e-05 9.70959e-05 6.64259e-05 8.29357e-05 8.08056e-05 9.06256e-05
threshold=0.075585000000000013 0.10251500000000001 -0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.10113500000000002 0.088135000000000005
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=0.00043114140828534971 -0.0003996639730973891 0.00039483385796886927 -0.00056467706159635863 -0.00042435328426264742 0.00077162104794427486 -0.00036819246407827818 -0.00011853640698676374 0.00011464168896751522
leaf_weight=0.0011726966142535959 0.0010349757125830391 0.0011560188887968078 0.0012880392154923119 0.0011159883816833508 0.0013721743834322654 0.0012152465460170351 0.001936150369138928 0.0019607609269386523
leaf_count=472 221 389 707 763 402 254 345 357
internal_value=0 3.27865e-05 -8.81287e-06 -6.68588e-05 1.75073e-05 9.35539e-05 0.00020005 0.000385121
internal_weight=0 0.0112171 0.0100611 0.00888836 0.00760032 0.00648433 0.00526909 0.00333294
internal_count=3910 3689 3300 2828 2121 1358 1104 759
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=10
num_cat=0
split_feature=48 2 49 3 1 4 16 4 52
split_gain=4.29789e-05 9.42809e-05 4.26627e-05 7.81419e-05 9.33798e-05 6.94682e-05 8.02825e-05 5.89452e-05 4.26237e-05
threshold=0.12474000000000002 0.11462500000000002 0.0037600000000000003 -0.078669999999999976 0.10884000000000001 0.0051950000000000008 0.011450000000000002 0.22584000000000001 0.031990000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00078237189653357093 -0.00038339620256664031 0.00045807554058611923 0.00033875682997440941 -0.000250883620378194 -0.00035389037291684865 0.00061618674667590721 0.00041901315563110418 2.6003172175882734e-05 -0.0002255053027699772
leaf_weight=0.0011125223199151871 0.0010310057771387654 0.0017189885304569235 0.0010257637290056612 0.0015365621818045883 0.0015161013709927519 0.0011832906280412419 0.0012451764988683448 0.0012000873208222254 0.0010065930160498998
leaf_count=908 139 493 618 401 224 152 199 83 693
internal_value=0 3.44355e-05 -3.96766e-05 -8.37867e-05 5.99952e-05 0.000218252 4.89791e-05 -0.000321219 -0.000517857
internal_weight=0 0.0115451 0.0098261 0.00880033 0.00548113 0.00396503 0.00278174 0.0033192 0.00211912
internal_count=3910 3771 3278 2660 976 752 600 1684 1601
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=10
num_cat=0
split_feature=41 157 160 42 160 43 1 15 0
split_gain=4.05881e-05 5.27163e-05 8.59795e-05 0.000103113 7.13063e-05 5.58977e-05 5.9447e-05 9.44474e-05 4.10703e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 -0.10071499999999999 -0.082604999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 -7
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=0.00042165985584979724 -0.00037554428241907967 -0.00044960223362021894 -0.00047428249617137436 0.00052113373727252093 -0.00033393843222385646 0.00064224460006394779 0.0002580108487220374 -0.0004970361307342552 8.1033279125562244e-05
leaf_weight=0.0011730471349147157 0.0010459178016890237 0.0015058739139511166 0.0012004292550540979 0.0017520475081650869 0.0010259374622404518 0.0010044028190347644 0.0013878307597794577 0.001177238658682796 0.0010009730494234773
leaf_count=499 221 810 841 330 244 266 147 323 229
internal_value=0 2.83066e-05 -1.75844e-05 5.85152e-05 0.000145552 0.000223358 0.000109208 -8.8518e-05 0.000362119
internal_weight=0 0.0112278 0.0100547 0.00854886 0.00734843 0.00632249 0.00457045 0.00256507 0.00200538
internal_count=3910 3689 3190 2380 1539 1295 965 470 495
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=9
num_cat=0
split_feature=50 133 12 156 151 1 12 151
split_gain=1.65853e-05 3.18235e-05 6.13069e-05 5.59209e-05 6.24621e-05 7.9767e-05 6.93293e-05 8.99696e-05
threshold=0.084340000000000012 0.087895000000000015 -0.036459999999999992 0.083375000000000019 1.0000000180025095e-35 0.11561500000000001 0.092365000000000017 -0.0088999999999999982
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=-0.018987093456254753 -0.012227479071519956 -0.015109945386727884 -0.0081877815263115133 -0.014610869907130522 -0.012477286720855723 0.037172275945238163 -0.012826656856957389 0.028249592038997351
leaf_weight=0.0010809514984819303 0.0010076506090573546 0.0010575791038372811 0.0010267749390830199 0.0010757521336934115 0.0010345015156871537 0.0011924069518033601 0.0011684815123599863 0.0019929135809926778
leaf_count=345 731 724 196 379 109 172 397 857
internal_value=0 0.00125649 0.00327577 0.00648837 0.0100265 0.0143532 0.00785648 0.0158599
internal_weight=0 0.00962936 0.00857178 0.00749083 0.00641508 0.00538058 0.00418817 0.00301969
internal_count=3910 3179 2455 2110 1731 1622 1450 1053
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=9
num_cat=0
split_feature=124 13 43 47 4 3 15 13
split_gain=1.88389e-05 2.84762e-05 3.85642e-05 4.84447e-05 8.70685e-05 3.79124e-05 0.000107845 2.95322e-05
threshold=-0.061329999999999989 0.17936000000000002 -0.074254999999999988 0.09252500000000001 -0.06272999999999998 0.096385000000000012 -0.097269999999999981 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.012858875675934786 0.00038325818799561737 -0.017221408241719902 -0.01862079471789347 -0.023388939283122284 0.023204203501033596 0.019637890906532209 -0.022259222061615798 0.024462223323195132
leaf_weight=0.0010265242424930448 0.0010129142555952504 0.0010162897790415648 0.0016710235943102436 0.0010111982461700024 0.0010073669771254214 0.0017403457203633336 0.0010823985841968567 0.0010245717917810363
leaf_count=310 784 196 1167 213 215 222 415 388
internal_value=0 -0.00139645 0.000484617 -0.00327196 0.000425863 0.00873565 -0.000343676 0.0124916
internal_weight=0 0.00956611 0.00854982 0.00651233 0.00550113 0.00383011 0.00208977 0.00203749
internal_count=3910 3600 3404 2232 2019 852 630 1172
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=9
num_cat=0
split_feature=48 48 51 1 0 2 3 1
split_gain=4.58126e-05 8.93017e-05 7.84799e-05 6.21837e-05 0.000135758 7.86355e-05 9.98298e-05 5.25709e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 -0.071924999999999989 0.10393500000000001 0.086245000000000016 1.0000000180025095e-35
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=-0.00035825903689277891 -0.00039466341584926107 0.00054564604640859908 -0.00052923386773179478 0.00084780497737205879 -9.7742461251660456e-05 -0.00042111926245311801 0.00058533555273377258 0.00012243495355603826
leaf_weight=0.0015980921272287171 0.0010729156494360273 0.0011549233718839312 0.001080691270971621 0.0010079489887306287 0.0013872944560036329 0.0017742166727565617 0.0010831497158543119 0.0019324387630358755
leaf_count=1364 161 279 352 188 235 456 107 768
internal_value=0 2.97769e-05 -3.06246e-05 3.07251e-05 0.000300156 -7.03023e-05 6.46064e-05 -9.51508e-05
internal_weight=0 0.0110188 0.00986383 0.00878314 0.00239524 0.0063879 0.00461368 0.00353053
internal_count=3910 3749 3470 3118 423 2695 2239 2132
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=7
num_cat=0
split_feature=0 1 16 160 0 12
split_gain=1.69743e-05 4.12312e-05 3.14774e-05 6.78267e-05 5.65113e-05 6.76724e-05
threshold=0.055865000000000005 0.076710000000000014 -0.055679999999999993 -0.026849999999999995 -0.15517999999999996 0.083175000000000013
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=-0.016415496054069095 0.0087360408386849397 -0.0052243092853587018 0.011201281250077027 -0.019148668653928464 0.036907073252932431 0.0015333620312483448
leaf_weight=0.0015906676466996726 0.0018308446595436444 0.001968032246331269 0.0012713257891803929 0.0017498812940798319 0.0010212045756591674 0.0011496642925635787
leaf_count=1921 255 240 326 456 287 425
internal_value=0 -0.00185219 0.00138315 -0.00637739 0.00704799 0.0181736
internal_weight=0 0.00875078 0.00716011 0.00302121 0.0041389 0.00217087
internal_count=3910 3655 1734 782 952 712
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=11
num_cat=0
split_feature=484 41 150 42 3 160 1 1 2 2
split_gain=0.000128672 5.01183e-05 7.04799e-05 6.3548e-05 0.000106945 8.18821e-05 8.87103e-05 0.000108719 7.64755e-05 7.10276e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -1.0000000180025095e-35 -0.11266 -0.080734999999999987 0.10113500000000002 0.11507500000000002 0.086875000000000022 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7 -10
right_child=1 -3 -4 4 5 6 7 -9 9 -11
leaf_value=-0.00066560713795787844 -0.00022010912619628949 -0.00035643417392780741 -0.00036912797572222542 0.00071211502752291812 -0.00038756798494640185 -0.0004148216923902363 0.00096261842787647193 0.00010886729694768664 0.00052455368496910127 -0.00017389426029574168
leaf_weight=0.001038212252373146 0.00151670471558443 0.0010412241596851777 0.0011305399746399996 0.0013908210228317881 0.0010521522039724091 0.0011148676873931609 0.0010684020463753059 0.0012379017641378476 0.0012529824104004932 0.0010118225327574934
leaf_count=627 937 191 142 183 478 411 170 279 316 176
internal_value=0 5.43627e-05 9.4055e-05 0.000148343 0.00021709 0.000114911 0.000207891 0.00050437 5.57306e-06 0.000212516
internal_weight=0 0.0118174 0.0107762 0.00964565 0.00812895 0.00673813 0.00568598 0.0023063 0.00337967 0.0022648
internal_count=3910 3283 3092 2950 2013 1830 1352 449 903 492
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=8
num_cat=0
split_feature=49 15 42 1 484 1 52
split_gain=1.79289e-05 5.69776e-05 3.79619e-05 4.47162e-05 4.65977e-05 3.15748e-05 0.000110655
threshold=-0.029304999999999998 -0.073314999999999991 0.093125000000000013 0.12577000000000002 0.073820000000000011 0.094890000000000016 0.048490000000000012
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=0.021532866952651698 -0.031171484289272133 -0.0070938615969582883 -0.019832082011332269 -0.017086016077212354 0.023282462618740944 0.010407746799978626 0.0095665437218420794
leaf_weight=0.0013576760113785306 0.0011176234841399463 0.0014250833202623569 0.0010850350581865726 0.0012097423950338318 0.0010337345693502368 0.0017116693564099266 0.0016528110115032238
leaf_count=228 940 331 711 202 325 363 810
internal_value=0 0.00687279 -0.00247509 0.000325107 0.00414374 -0.000270336 -0.00686762
internal_weight=0 0.00278276 0.00781062 0.00672558 0.00551584 0.0044821 0.00277043
internal_count=3910 559 3351 2640 2438 2113 1750
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=11
num_cat=0
split_feature=484 1 376 52 12 13 13 0 4 0
split_gain=0.000206797 8.33341e-05 9.73178e-05 0.000109187 0.000108426 6.62156e-05 0.000117141 6.33301e-05 6.16324e-05 5.20257e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.048375000000000008 -0.048794999999999991 0.10058500000000002 -0.16277999999999995 -0.083924999999999986 -0.14674999999999996 -0.0031049999999999997 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -8 -2 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00085321873097523714 -6.7400527574660552e-05 0.00059604445781354608 0.00057830884634257082 -0.00051466504677195066 -0.00074483452823005951 0.00061257016181340555 0.00019457930435916107 -0.00067117106448340595 0.0004611636646024139 -6.1554052676048081e-05
leaf_weight=0.0010293004029498292 0.0014764447310648752 0.0010284496750200848 0.0010598243980078333 0.0010832728536432738 0.0011343351845029513 0.0010117475904340379 0.0013084485034128715 0.0010285614289901851 0.001993097850344547 0.0011290131703708443
leaf_count=612 552 216 166 72 290 492 137 1000 266 107
internal_value=0 6.1833e-05 1.28867e-05 -4.60659e-05 -0.000192355 -7.96605e-05 2.55769e-05 -0.000145769 0.000236236 -0.000352171
internal_weight=0 0.0122532 0.0112247 0.0101649 0.00669538 0.00556104 0.00447777 0.00346602 0.00346954 0.00215757
internal_count=3910 3298 3082 2916 2098 1808 1736 1244 818 1107
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=10
num_cat=0
split_feature=159 51 484 43 52 3 2 42 0
split_gain=4.30366e-05 6.28135e-05 4.16426e-05 3.87341e-05 4.68338e-05 7.23492e-05 0.000105081 4.44461e-05 3.85032e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.074254999999999988 -0.069134999999999988 0.11265500000000002 0.087995000000000004 -1.0000000180025095e-35 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 -2 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00037787125895001399 -0.0002229436386960306 0.00049740942565787113 0.00034135361873798253 -0.0004848247040532221 -0.00022147204396858491 -0.00041405243786321827 0.00052451715768730045 5.3317914542699713e-07 0.00051276425919456606
leaf_weight=0.0010821948629242883 0.0010543880585569152 0.0010123146964139173 0.0011223525489905623 0.0012956612891607015 0.0015960243594177778 0.0014802771150597095 0.0013317082062456816 0.0010943424124266361 0.0011646007866059063
leaf_count=520 335 264 346 407 754 140 446 490 208
internal_value=0 3.16797e-05 -1.48188e-05 -5.91518e-05 -0.000157101 -6.07719e-05 0.000117849 0.000109461 0.000264615
internal_weight=0 0.0111517 0.0101394 0.009017 0.00570367 0.00440801 0.00292773 0.00331333 0.00225894
internal_count=3910 3390 3126 2780 1747 1340 1200 1033 698
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=9
num_cat=0
split_feature=41 150 3 47 1 160 1 52
split_gain=2.91247e-05 4.35917e-05 4.94497e-05 5.6732e-05 7.06778e-05 5.32928e-05 0.000147478 4.57601e-05
threshold=1.0000000180025095e-35 0.11398500000000002 -0.10628499999999998 0.086425000000000016 0.12381000000000002 -0.080734999999999987 0.099595000000000017 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.00035552403931310379 -0.00031774936169079286 -0.00034126277912190604 -0.00026719697271301022 -0.00057571885747525846 0.00012475849110685211 -0.00019314056123503277 0.00080735332159172994 0.0002788024657950458
leaf_weight=0.0019007230094833091 0.0010115278897355568 0.0010925919712046319 0.0011542922934013287 0.0012322555125861795 0.0010058533930835888 0.001989849830991357 0.0011586164070937939 0.001309850924293077
leaf_count=337 224 148 602 352 87 1057 393 710
internal_value=0 3.0137e-05 7.17501e-05 3.04614e-06 -0.00026091 0.000108302 0.000205522 -5.79781e-06
internal_weight=0 0.010844 0.00975144 0.00785072 0.00223811 0.00561261 0.00445832 0.0032997
internal_count=3910 3686 3538 3201 439 2762 2160 1767
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=8
num_cat=0
split_feature=50 51 43 42 2 2 3
split_gain=1.60706e-05 2.80835e-05 3.41869e-05 6.74448e-05 4.53286e-05 8.64639e-05 3.84195e-05
threshold=0.084340000000000012 -0.07742499999999998 -0.15109999999999998 0.085330000000000003 0.113945 0.097940000000000013 -0.015794999999999997
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=-0.010117147237425683 -0.012037718513489379 0.019772811142572781 0.0121812009679564 -0.02170747587131408 -0.012993305277972798 0.02760429535056182 -0.011198371070754177
leaf_weight=0.0017794754160337508 0.0010087357513360448 0.0011442101630564239 0.0012621290526136026 0.0010889952540102752 0.0010750629429289258 0.0017106094167896849 0.0015862581452507703
leaf_count=618 731 236 672 957 228 259 209
internal_value=0 0.00122777 0.00379385 0.00107436 0.00547781 0.0098335 -0.000838811
internal_weight=0 0.00964674 0.00786726 0.00672305 0.00563406 0.004559 0.00284839
internal_count=3910 3179 2561 2325 1368 1140 881
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=7
num_cat=0
split_feature=52 4 160 3 3 16
split_gain=1.61715e-05 4.80104e-05 4.32238e-05 3.71679e-05 4.43092e-05 0.000144857
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.13309499999999996 0.090325000000000003 -0.114825
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=-0.0073972753679324961 -0.019709268086794796 0.015798248809128477 -0.013193724743576336 0.037094537484089848 -0.0062787465860314647 -0.011197326657560588
leaf_weight=0.0016154144589284191 0.0012464157900779135 0.0019935302766447998 0.0014242452176733396 0.0013065044181406243 0.0018552550593075139 0.0011840911128665028
leaf_count=795 924 395 144 271 194 1187
internal_value=0 0.00541561 -0.00282194 0.000825939 0.00542054 0.0141354
internal_weight=0 0.00360894 0.00701651 0.0057701 0.00434585 0.0024906
internal_count=3910 1190 2720 1796 1652 1458
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=9
num_cat=0
split_feature=12 13 1 14 47 4 0 0
split_gain=1.58118e-05 2.97819e-05 4.02651e-05 3.66571e-05 6.54532e-05 7.9474e-05 3.57295e-05 5.22713e-06
threshold=0.11655500000000001 0.11202500000000001 0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.05309500000000001 -0.10575999999999998 -0.037619999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 -1
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0081406847744615093 -0.011926364635687754 0.015420854055171483 -0.014534899421225878 0.012473981634485777 -0.01445387507448519 0.03366464371071292 -0.010158971384666869 -0.018333870356424441
leaf_weight=0.0010001671260167744 0.0010089803926424069 0.0012819004905380927 0.0010038853056325604 0.0017071814738519942 0.0011794836953157115 0.0012205557486164127 0.001179340635943091 0.001012256075342242
leaf_count=1706 187 224 180 245 254 267 778 69
internal_value=0 0.00123445 -0.000955822 0.00298302 0.00630957 0.0122725 0.00322688 -0.0132679
internal_weight=0 0.00958477 0.00830287 0.00629045 0.00528656 0.00410708 0.00288652 0.00201242
internal_count=3910 3723 3499 1724 1544 1290 1023 1775
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=9
num_cat=0
split_feature=1 150 42 157 42 3 0 4
split_gain=6.36237e-05 6.68657e-05 5.86897e-05 7.31402e-05 6.32662e-05 8.47867e-05 0.000144381 8.34892e-05
threshold=0.13662500000000002 0.11398500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093125000000000013 -0.0026499999999999996 -0.074514999999999984 0.0057500000000000008
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=-0.00040621161231474309 0.00045261494416253526 -0.00051589985310117055 -0.00034728150912038578 4.3892370516943725e-05 -0.00025060790035191159 -0.00032863723941066101 0.00093945730153256258 0.0002868545980751311
leaf_weight=0.0011914743380391319 0.0010785705172266591 0.0010547404485106741 0.0014448680373279274 0.0014449692274324866 0.0013488739798539866 0.001532245041096633 0.00132838242435022 0.0018955205772459946
leaf_count=1018 225 143 564 824 641 154 203 138
internal_value=0 -4.59367e-05 2.72547e-06 5.6894e-05 0.000134242 0.000217956 0.000472851 1.17237e-05
internal_weight=0 0.0112411 0.0101863 0.00899486 0.00754999 0.00620112 0.00277335 0.00342777
internal_count=3910 3685 3542 2524 1960 1319 1027 292
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=9
num_cat=0
split_feature=3 1 15 16 4 52 160 0
split_gain=1.82574e-05 4.55006e-05 5.14721e-05 4.71252e-05 4.71887e-05 5.20115e-05 5.53376e-05 2.72255e-05
threshold=0.13772500000000001 0.13148500000000005 -0.16430499999999995 -0.38486499999999996 0.05309500000000001 1.0000000180025095e-35 0.084835000000000008 -0.072864999999999985
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=0.02127758864915957 0.0098551380920329779 -0.021797349166749393 -0.021324703621339199 -0.031744176865898165 0.020823701601755895 0.011404753404726471 0.0077796964640504318 -0.008787997259257347
leaf_weight=0.0010604951823104418 0.0015917032648738979 0.0010068450349957391 0.0011038024691691541 0.0010156552872072305 0.0010133399602197555 0.0016614554582992224 0.0010898649309678105 0.0010514739970100872
leaf_count=247 239 166 263 930 268 1101 293 403
internal_value=0 -0.00176306 0.0007596 -0.00237773 0.00120843 -0.00291674 -0.0104538 -0.0200672
internal_weight=0 0.00900293 0.00799609 0.00693559 0.00583179 0.00481845 0.00315699 0.00206713
internal_count=3910 3671 3505 3258 2995 2727 1626 1333
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=10
num_cat=0
split_feature=41 157 160 42 160 48 1 2 1
split_gain=4.54519e-05 6.2341e-05 9.82903e-05 9.67653e-05 7.91237e-05 6.68106e-05 7.7541e-05 6.80742e-05 7.79159e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 -1.0000000180025095e-35 0.10113500000000002 0.10113500000000002 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.00046684040155418617 -0.00039623363734425914 -0.00048405301903969134 -0.00045530371218478261 -0.00022732339451509828 -0.00035891106820127065 0.00068745433705302112 0.00065173318462651778 -0.00025689561799147021 -4.6525847091520259e-05
leaf_weight=0.0011437294670817244 0.001035008426631759 0.001471491970539726 0.0011762627288222213 0.0010039459105603546 0.0010027622941467373 0.001184300935152963 0.0018135920733035465 0.0010795170872563431 0.0010482100040448764
leaf_count=499 221 810 841 116 251 379 407 133 253
internal_value=0 3.36895e-05 -1.69652e-05 6.57583e-05 0.000151692 0.000235224 0.000325822 0.00014736 0.000342835
internal_weight=0 0.0109238 0.00978008 0.00830859 0.00713233 0.00612957 0.00512562 0.00331203 0.00223251
internal_count=3910 3689 3190 2380 1539 1288 1172 765 632
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=8
num_cat=0
split_feature=51 16 43 42 2 3 150
split_gain=1.73679e-05 3.10462e-05 9.39622e-05 4.15535e-05 7.49348e-05 7.36734e-05 6.50559e-05
threshold=-0.09021499999999999 0.22945500000000005 -0.089949999999999988 0.085330000000000003 0.11230000000000001 0.096385000000000012 0.083935000000000023
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=0.010000443607362183 -0.027099515384150549 0.014777800806512323 0.015387545401026121 -0.017539610520284063 -0.012648777303709578 0.035632512166625295 -0.015789800977208317
leaf_weight=0.0014867433524509499 0.0014187638071930381 0.001020472088777956 0.0018651310352688993 0.001000760528623407 0.0017477846527979542 0.0010027051318578168 0.0010438555696764018
leaf_count=515 548 214 949 1155 278 114 137
internal_value=0 -0.00165739 -0.00373334 0.00124412 0.00456563 0.0122572 0.00419992
internal_weight=0 0.00909947 0.008079 0.00666024 0.00565948 0.00391169 0.00290899
internal_count=3910 3395 3181 2633 1478 1200 1086
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=9
num_cat=0
split_feature=2 3 15 42 15 2 15 3
split_gain=1.98489e-05 6.42351e-05 2.21977e-05 3.90028e-05 5.19741e-05 4.41559e-05 0.000102898 4.4856e-05
threshold=0.11462500000000002 0.12046500000000002 0.079360000000000014 1.0000000180025095e-35 -0.053579999999999996 0.10113500000000002 -0.017214999999999998 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.0099822922451251808 0.02639416704450755 -0.008754844696890916 -0.016025356281375719 0.0032009092258178553 -0.028151293212541024 -0.0098369855474417581 0.030755604804892502 -0.018052775678116126
leaf_weight=0.0012226454332075871 0.0010349280845758607 0.0010448465543881186 0.0010170253975558229 0.0011087406191914763 0.0010107880943443582 0.0015643801510463063 0.0014747718035710007 0.0010703211314455514
leaf_count=359 411 188 1336 585 410 286 202 133
internal_value=0 0.00873585 -0.00216716 -0.000275746 -0.0117507 0.00428559 0.0101493 -0.00310404
internal_weight=0 0.00207977 0.00846867 0.00745165 0.00211953 0.00533212 0.00376774 0.00229297
internal_count=3910 599 3311 1975 995 980 694 492
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=10
num_cat=0
split_feature=41 157 160 42 43 3 1 0 0
split_gain=4.42854e-05 6.46044e-05 9.54866e-05 0.000109239 6.76487e-05 7.0402e-05 0.000105905 6.13498e-05 1.40957e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.11266 0.077800000000000022 -0.16443499999999997 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 -7 -8 -5
right_child=-2 2 3 4 5 6 7 -9 -10
leaf_value=0.00047034672371499967 -0.00039492629715574308 -0.00047941137927593928 -0.0004895189873759439 0.00061987911166005332 0.00046938510896408093 -0.00062058290660839703 -0.00013925612169420456 0.00042757347789109388 0.00029195378269789528
leaf_weight=0.0011550106777222348 0.0010228029167629509 0.0014774468417471662 0.0011884065036317972 0.0010141437746778257 0.0011174752622179112 0.0010558277728410876 0.0017297514236735434 0.0012754187716962826 0.0010017705747545833
leaf_count=499 221 810 841 370 120 367 142 362 178
internal_value=0 3.15993e-05 -1.97947e-05 6.12116e-05 0.000152184 3.35532e-05 -8.63758e-05 0.000101311 0.000456923
internal_weight=0 0.0110153 0.00986024 0.00838279 0.00719439 0.00517847 0.004061 0.00300517 0.00201591
internal_count=3910 3689 3190 2380 1539 991 871 504 548
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=8
num_cat=0
split_feature=49 3 3 12 52 52 16
split_gain=1.81112e-05 6.39748e-05 3.4071e-05 0.000100122 3.7097e-05 3.43832e-05 3.93096e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 -0.077699999999999977 0.10433000000000002 -0.019979999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6
right_child=2 -3 4 -5 5 -7 -8
leaf_value=0.022802910854245625 0.0058391441001884557 -0.0076043902835723071 0.018987865467945817 -0.033159054264116354 0.00065788029375173096 0.011509712013146618 -0.024117702560265367
leaf_weight=0.0013245262027287944 0.0014663178593731642 0.0014486968443817858 0.0010550905514840449 0.0011947121660750818 0.0017670377578007863 0.0012772342668364699 0.0010044110905663274
leaf_count=350 1383 209 299 564 540 403 162
internal_value=0 0.00691852 -0.00249595 -0.0116697 0.00228712 -0.00206511 -0.00832113
internal_weight=0 0.00277322 0.0077648 0.00266103 0.00510377 0.00404868 0.00277145
internal_count=3910 559 3351 1947 1404 1105 702
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 13 15
split_gain=1.87731e-05 3.47681e-05 4.01969e-05 4.43894e-05 6.06887e-05 4.08622e-05 4.72336e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083684999999999996 0.089910000000000004 -0.090744999999999978 -0.074174999999999977
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=-0.010700114250411036 -0.013381449911340763 0.025404749374253899 -0.012181342051820011 -0.012282221059307393 0.025404225562262531 0.016405991341925091 -0.011288255200286529
leaf_weight=0.0014225048936263905 0.0013152180899411586 0.0011271343594189045 0.0012558274486966971 0.0016657044057657483 0.0012515025439746468 0.0012937550262611709 0.001175311963490743
leaf_count=1060 521 434 245 895 232 227 296
internal_value=0 0.00165452 0.00419989 0.0073583 0.00358189 0.0106843 0.00322313
internal_weight=0 0.00908445 0.00776924 0.00651341 0.00538627 0.00372057 0.00246907
internal_count=3910 2850 2329 2084 1650 755 523
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 151 2
split_gain=1.93949e-05 3.55306e-05 3.00138e-05 5.30293e-05 6.96421e-05 6.7199e-05 7.12047e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.060939999999999994 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0042709697057692914 0.018855202973428655 -0.017263785969099565 -0.01328078936632999 -0.031282118520058994 0.0045535612050920642 -0.00038731993442386094 0.03023722262236004
leaf_weight=0.0015032407438658787 0.0010010928081865232 0.0015625663189027174 0.0012002626165575781 0.0010323078902334864 0.0011424778711228677 0.0015444594062094228 0.0014932952007927003
leaf_count=92 294 1916 197 389 250 516 256
internal_value=0 -0.00670476 0.00275157 0.000237654 -0.0124566 0.00675185 0.0146671
internal_weight=0 0.00306581 0.0074139 0.0064128 0.00217479 0.00423802 0.00303775
internal_count=3910 2008 1902 1608 639 969 772
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=11
num_cat=0
split_feature=1 376 12 48 4 16 150 52 1 16
split_gain=4.60272e-05 7.6874e-05 5.3425e-05 6.43756e-05 8.54206e-05 0.000112009 9.49521e-05 0.000122109 0.000114238 8.80186e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11119000000000002 -0.0037349999999999992 -0.006474999999999999 0.087235000000000021 -0.060039999999999989 0.10752500000000002 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -9 -7
right_child=-2 -3 3 -5 6 9 -8 8 -10 -11
leaf_value=-0.00049626392267081458 0.00039464113452288176 0.00048414785008235822 -0.0006478372965192838 -0.00050301887753736736 0.00092745107952307371 0.00049325769045454487 -0.00026720100130168007 -0.00033127849878117674 0.00058025109259311996 -0.00030430977942892288
leaf_weight=0.0010860953119057439 0.0010582781654520342 0.0010014086173382513 0.0013449194273544044 0.0010035174107727663 0.0010591785290690126 0.001013728586341957 0.0011812868382402239 0.001087198142967925 0.0010288123134363225 0.0011194514068119518
leaf_count=258 225 173 1472 135 198 387 159 445 97 361
internal_value=0 -3.36246e-05 -8.58708e-05 -3.54385e-05 2.44531e-05 -0.000204686 0.000207392 0.000383958 0.000111911 7.47098e-05
internal_weight=0 0.0109256 0.00992419 0.00883809 0.00783458 0.0034781 0.00435648 0.00317519 0.00211601 0.00213318
internal_count=3910 3685 3512 3254 3119 2220 899 740 542 748
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=9
num_cat=0
split_feature=124 42 160 160 16 4 16 13
split_gain=1.7618e-05 2.74765e-05 4.2558e-05 6.09968e-05 5.51614e-05 0.000110797 4.65176e-05 6.33532e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.52908499999999992 0.074650000000000008 -0.072804999999999981 -0.070604999999999987
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=0.012508140144135444 -0.016641713022680745 -0.012831064527231368 -0.011114414185267905 -0.016187051122725903 0.022010110043924017 0.041257441134548496 0.013043155691817437 -0.021358566655960278
leaf_weight=0.0010153951188214385 0.0010455671142612895 0.001853852444753056 0.0010993629291714095 0.0011869332380340016 0.0010246776489996889 0.0011055743034989801 0.0010871172670975601 0.0010546301085312001
leaf_count=310 983 980 116 299 422 175 254 371
internal_value=0 -0.0013532 0.00054705 0.00432868 0.00886213 0.0140029 0.00448686 -0.00389679
internal_weight=0 0.00945772 0.00841215 0.0065583 0.00537136 0.004272 0.00316643 0.00214175
internal_count=3910 3600 2617 1637 1338 1222 1047 625
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=10
num_cat=0
split_feature=484 16 151 1 2 2 43 3 0
split_gain=0.000115938 4.65618e-05 5.77253e-05 7.7674e-05 7.78689e-05 5.6052e-05 7.37522e-05 8.89353e-05 3.68405e-05
threshold=-1.0000000180025095e-35 -0.008069999999999999 -0.0088999999999999982 0.10113500000000002 1.0000000180025095e-35 0.106285 -0.089949999999999988 -0.016619999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 -3 -8 -4
right_child=1 5 3 4 -6 -7 7 -9 -10
leaf_value=-0.00063694476633278604 -0.00034410681471078815 -0.00031433208956440045 -0.00044452870843053924 -5.3220481959199386e-05 0.00063793844049976861 0.00053240491674694994 0.00070213957677307966 -0.00011390150673640337 4.2737307199294446e-05
leaf_weight=0.0010220526834082639 0.0018764579267437588 0.001240668320060527 0.0011542152740692082 0.0012217047041061058 0.0012868346365865451 0.0013921163004183513 0.0010194916421849731 0.0010344716292987216 0.0012347332214108881
leaf_count=627 344 171 228 162 212 343 382 154 1287
internal_value=0 5.22719e-05 -5.16852e-05 6.03552e-05 0.000301331 0.000202525 6.31378e-05 0.000291143 -0.000192684
internal_weight=0 0.0114607 0.00677395 0.00489749 0.00250854 0.00468675 0.00329463 0.00205396 0.00238895
internal_count=3910 3283 2233 1889 374 1050 707 536 1515
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=10
num_cat=0
split_feature=147 15 1 3 47 16 1 51 15
split_gain=8.24848e-05 5.8491e-05 7.53082e-05 8.15732e-05 6.06473e-05 5.16452e-05 4.74431e-05 4.4987e-05 4.42029e-05
threshold=0.088565000000000019 1.0000000180025095e-35 1.0000000180025095e-35 -0.10628499999999998 0.086425000000000016 0.20277000000000003 0.12446500000000001 0.08955500000000001 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 8 -5
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.00050352143025767751 0.000531856682568183 -0.0003580692671101783 0.00057332830441678151 0.0006473111037381843 -0.00049807817445719034 4.8646899348909033e-05 6.9116784542100265e-05 -0.00014163023561096695 9.2559766317877501e-05
leaf_weight=0.0015305040900030619 0.0010073125204953697 0.0019997666448262593 0.0012479242299750868 0.0010224218093741952 0.0011894519252620894 0.0011336152580183176 0.0010834157052397732 0.0010701040839337624 0.0012007746494275425
leaf_count=794 168 1470 238 269 252 227 88 122 282
internal_value=0 -5.33394e-05 1.09543e-05 0.000120239 1.86576e-05 -0.000268567 -0.000227711 0.000188689 0.000347683
internal_weight=0 0.011478 0.00947821 0.00681409 0.00556617 0.00266412 0.00227287 0.0032933 0.0022232
internal_count=3910 3742 2272 1251 1013 1021 340 673 551
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=9
num_cat=0
split_feature=1 4 157 160 4 4 4 2
split_gain=1.83003e-05 3.20213e-05 2.84839e-05 4.38786e-05 4.52557e-05 8.56291e-05 2.03129e-05 1.23603e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.062769999999999979 -1.0000000180025095e-35 -0.0025899999999999994 0.24280000000000004 0.41315500000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -7 -6
right_child=2 -3 3 4 5 6 -8 -9
leaf_value=0.0021943116356481236 0.018317915352018155 -0.018457877759251666 -0.018320120244256319 0.02061586697903546 -0.02341892062785875 0.023293614251024081 0.0033332770538494422 -0.0079488255034642526
leaf_weight=0.001784533811974041 0.0010061425134145572 0.0012960158199369852 0.0010645817868968222 0.001244424627565268 0.0010084511147148128 0.0010270341443225279 0.0010124422768405116 0.0010586399359931841
leaf_count=422 289 1586 370 651 155 110 227 100
internal_value=0 -0.00649426 0.00267436 0.000221014 0.00390978 -0.00115271 0.0133849 -0.0154961
internal_weight=0 0.00308055 0.00742172 0.00641557 0.00535099 0.00410657 0.00203948 0.00206709
internal_count=3910 2008 1902 1613 1243 592 337 255
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=7
num_cat=0
split_feature=52 4 160 13 13 3
split_gain=1.82017e-05 4.35837e-05 2.71324e-05 3.30744e-05 8.72153e-05 4.45364e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
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=-0.0064470734449204748 -0.01645250145003847 0.015767027612996858 -0.013807130561753603 0.030008589198639031 -0.015342424216821969 0.0077974601318451771
leaf_weight=0.0016040252385018956 0.0012333988289700455 0.001965428776195135 0.0013415462408519745 0.0010031614036704749 0.0016431676887397411 0.0016843423878186931
leaf_count=795 924 395 127 484 966 219
internal_value=0 0.00578455 -0.00301038 -8.74488e-05 0.00416261 -0.00362932
internal_weight=0 0.00356945 0.00690562 0.00567222 0.00433067 0.00332751
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=8
num_cat=0
split_feature=376 43 0 4 47 3 3
split_gain=1.6432e-05 4.22717e-05 6.74084e-05 6.4394e-05 7.85299e-05 3.4394e-05 5.89838e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.070894999999999986 -0.23071499999999998 0.08593000000000002 0.096385000000000012 -0.115685
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=-0.0078772980248222133 0.011379212852823881 -0.029034569052553489 0.022018938803692392 0.014622872153132205 -0.026087513013602716 0.014829541987752985 -0.017102299734308071
leaf_weight=0.0013941841265287746 0.0011296229875060243 0.0010226185676999689 0.0016429529102483169 0.0010311398408229199 0.0010493355813399573 0.0018234803562400051 0.0013576316094620591
leaf_count=1201 206 237 331 139 200 254 1342
internal_value=0 -0.00139156 0.00829521 -0.00607314 -0.00161046 0.00448714 -0.00340778
internal_weight=0 0.00932134 0.00303714 0.00628421 0.00526159 0.00421225 0.00238877
internal_count=3910 3704 1532 2172 1935 1735 1481
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=8
num_cat=0
split_feature=1 4 157 16 15 151 2
split_gain=1.42554e-05 3.79295e-05 3.16978e-05 4.85987e-05 6.57981e-05 6.07034e-05 5.73899e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 -0.062769999999999979 -0.055679999999999993 -0.038029999999999987 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0036816120165016363 0.018771265147374261 -0.019073809059074284 -0.013094098425548976 -0.028546688162008282 0.0062511852229792837 6.5113558111994023e-05 0.027664467612092125
leaf_weight=0.0017560329073121896 0.0010142835853969075 0.0012567179674095427 0.0011903552689641475 0.0011681469221728569 0.0010159951865823581 0.0015390421598263876 0.00147596106055843
leaf_count=408 291 1584 197 282 372 520 256
internal_value=0 -0.00581043 0.00234868 -0.000258282 -0.0123598 0.0060269 0.0135761
internal_weight=0 0.00301275 0.00740378 0.0063895 0.00218414 0.00420536 0.003015
internal_count=3910 1992 1918 1627 654 973 776
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=10
num_cat=0
split_feature=41 42 43 49 4 52 49 15 49
split_gain=4.2599e-05 5.35779e-05 5.61245e-05 3.81276e-05 5.97416e-05 8.49915e-05 9.78842e-05 6.85659e-05 6.264e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 -0.083899999999999988 0.093425000000000022 -0.23071499999999998 0.084505000000000011 -0.006494999999999999 -0.064869999999999983 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -8 -6
right_child=-2 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.00031252809305399291 -0.00038893760433900544 0.00046164645602324409 -0.00045238859675256183 0.0003664277698942625 0.00014483255139486443 -0.00045173871570359603 0.00013092993155901109 0.00076974452616139402 -0.00050410664545827173
leaf_weight=0.0015097799584196008 0.001016576238843026 0.001311809621700904 0.0010794953371589542 0.0010887461654464706 0.0013270635769161408 0.0010726784232769696 0.0014378795958950876 0.0011729238446879088 0.0010049429439980973
leaf_count=1022 221 500 198 304 166 551 378 444 126
internal_value=0 3.05748e-05 8.51278e-05 2.47738e-05 -2.7654e-05 4.85657e-05 0.000157141 0.000417922 -0.000134818
internal_weight=0 0.0110053 0.00949554 0.00818373 0.00709498 0.00601549 0.00494281 0.0026108 0.00233201
internal_count=3910 3689 2667 2167 1863 1665 1114 822 292
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=9
num_cat=0
split_feature=1 52 16 2 1 15 0 3
split_gain=3.6854e-05 3.59212e-05 4.24467e-05 6.12688e-05 7.44398e-05 5.35618e-05 4.70307e-05 1.93753e-05
threshold=0.13662500000000002 0.11401500000000002 -0.08755499999999998 0.106285 0.094485000000000013 -0.095799999999999982 -0.014809999999999999 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.00038878350822840388 0.00035866372637721397 -0.00032556774854392142 2.5520047455433276e-05 0.00047043435962357315 0.00042855333194840201 -0.00011408214328845022 -0.00049318114192937264 0.00026452914162646213
leaf_weight=0.0018110918772412271 0.0010326399235449186 0.0013711614241113329 0.0018184513841943556 0.0014545880449444012 0.0011245945120164562 0.001054690627393432 0.0010660440674185576 0.0010243988453298709
leaf_count=303 225 598 1387 398 304 475 107 113
internal_value=0 -2.91818e-05 1.42647e-05 0.00012572 6.4924e-07 -0.000142271 -0.00016618 7.24654e-05
internal_weight=0 0.010725 0.00935386 0.00546368 0.00400909 0.00389018 0.0028845 0.00207909
internal_count=3910 3685 3087 2196 1798 891 1494 588
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=10
num_cat=0
split_feature=1 376 15 151 52 12 16 52 2
split_gain=3.90071e-05 6.76048e-05 5.53346e-05 8.78708e-05 6.40613e-05 8.83938e-05 9.89146e-05 0.000220558 6.12373e-05
threshold=0.13662500000000002 0.048375000000000008 -0.11739999999999999 -0.076429999999999984 0.092885000000000009 0.093125000000000013 -0.094359999999999986 -0.080899999999999986 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 -5 -8 -1
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00067482054561249628 0.00036371936357908386 0.00044713381923463077 0.00043708405022518032 -0.00063635361300770534 -0.00049062940491834117 0.00041674531119280546 -0.00055311776580859384 0.00058347310610266619 -8.3872305667678718e-06
leaf_weight=0.0011272215852359815 0.001050202494126907 0.001028411943070461 0.0014174709247998457 0.00116133582399145 0.001302173392181671 0.0014005339739806889 0.0012360328996859392 0.0013997769704544622 0.0010007192713509735
leaf_count=276 225 173 418 237 647 573 381 845 135
internal_value=0 -3.16834e-05 -8.07037e-05 -5.25739e-06 -0.000101722 -4.28919e-06 -0.000159583 5.04818e-05 -0.000361413
internal_weight=0 0.0110737 0.0100453 0.00791732 0.00649985 0.00519768 0.00379715 0.00263581 0.00212794
internal_count=3910 3685 3512 3101 2683 2036 1463 1226 411
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=9
num_cat=0
split_feature=49 3 16 133 15 4 52 0
split_gain=1.52591e-05 6.05401e-05 3.49445e-05 3.84205e-05 4.98169e-05 7.21954e-05 7.13085e-05 3.37379e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.071660000000000015 -0.097664999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=0.021871306679601035 -0.018042421743270583 -0.0078267077129184764 -0.015298842330115039 -0.015029557409621273 -0.022879739988991617 0.035771923815249254 0.013349897401546363 0.010033423533682775
leaf_weight=0.0013166576936427122 0.0011903919598594721 0.0014340213271051233 0.0010354215980986859 0.0012689182023764515 0.0010130366947205889 0.0010041531511127938 0.0011715285914331423 0.0010333592297952084
leaf_count=350 261 209 287 1189 561 130 557 366
internal_value=0 0.00638873 -0.00228581 0.000588127 0.00435752 0.00917804 -0.00345068 0.0227182
internal_weight=0 0.00275068 0.00771681 0.00652642 0.0052575 0.00422208 0.00218457 0.00203751
internal_count=3910 559 3351 3090 1901 1614 1118 496
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=10
num_cat=0
split_feature=124 4 4 2 2 1 16 15 0
split_gain=4.90348e-05 4.82546e-05 8.0314e-05 6.50391e-05 6.25591e-05 4.28054e-05 7.42672e-05 0.000112896 5.40058e-05
threshold=-0.061329999999999989 -0.034289999999999994 -0.0010999999999999996 0.11085000000000002 0.090695000000000012 0.11235500000000002 -0.50388999999999984 -0.095799999999999982 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -4 -8 -7
right_child=1 2 5 -5 -6 8 7 -9 -10
leaf_value=0.00037022902886133153 -7.5133302281000849e-05 0.00051823952626414108 0.00025643712140598952 0.00019239771122504156 -0.0006671833065858419 0.00040468365067400499 -0.00087188173400428966 -5.2626692404885794e-06 -0.00014393462103429077
leaf_weight=0.0012191934687432815 0.0013246408975126939 0.0011772181560558738 0.0010055206038656899 0.0010473969407258504 0.0014236158901185017 0.0014289362136308472 0.0010185309994397804 0.0013360342976792736 0.0013337704989123944
leaf_count=310 1173 659 153 180 415 146 216 428 230
internal_value=0 -4.40411e-05 4.91993e-05 -0.000223366 -0.000381819 -4.09822e-05 -0.000189643 -0.000380142 0.000139824
internal_weight=0 0.0110957 0.00730001 0.00379565 0.00274826 0.00612279 0.00336009 0.00235457 0.00276271
internal_count=3910 3600 1832 1768 1588 1173 797 644 376
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=7
num_cat=0
split_feature=15 1 1 49 0 43
split_gain=1.59124e-05 2.91028e-05 5.70032e-05 3.81681e-05 4.20976e-05 3.47796e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.089175000000000018 -0.006494999999999999 -0.10783 0.0067750000000000006
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=-0.018448861283438509 -0.01027962060833418 0.026170484888212782 -0.010658481198198349 -0.0040843453247903817 0.016949242382796777 0.006055427442210895
leaf_weight=0.0013661841661844875 0.0013178951940422132 0.0010549159629335758 0.0019114525517572025 0.0018628697867114409 0.001945094782217154 0.0010055218852044684
leaf_count=897 1436 243 336 219 612 167
internal_value=0 0.00147365 0.00481136 0.000871784 0.00665954 -0.00805988
internal_weight=0 0.00914604 0.00677433 0.00571942 0.00380796 0.00237171
internal_count=3910 2474 1410 1167 831 1064
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=9
num_cat=0
split_feature=484 42 43 151 1 52 1 13
split_gain=3.31083e-05 5.10536e-05 8.06511e-05 6.19506e-05 7.31666e-05 8.07389e-05 0.000118905 6.06708e-05
threshold=0.087420000000000012 -1.0000000180025095e-35 0.083940000000000015 1.0000000180025095e-35 0.12263000000000002 0.084240000000000023 0.086560000000000012 -0.070604999999999987
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=-0.00029960290729120353 -0.00033918878572826791 0.00075484160790715031 -0.00034665870216772562 -0.00026517109609110222 0.00069914907870573576 -0.00025646946004103343 0.00042859962230038477 -0.00015927973826964883
leaf_weight=0.001539186562860677 0.0010137434621919897 0.0013740105989662483 0.0014082575964610945 0.0011186909719193188 0.0010866870286685756 0.0014457391919235462 0.0010623340112184934 0.0018508341822160335
leaf_count=1026 367 655 190 186 233 555 271 427
internal_value=0 3.12951e-05 8.57872e-05 0.000162503 0.000232659 0.000144235 0.000279362 5.51e-05
internal_weight=0 0.0108857 0.00934655 0.0079383 0.00681961 0.00573292 0.00428718 0.00291317
internal_count=3910 3543 2517 2327 2141 1908 1353 698
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=10
num_cat=0
split_feature=159 15 151 48 12 15 1 3 13
split_gain=3.85409e-05 5.73563e-05 5.32374e-05 6.66072e-05 6.92258e-05 7.33825e-05 7.64664e-05 7.31276e-05 5.13088e-05
threshold=-0.034019999999999988 -0.26361999999999991 -0.086249999999999979 0.093225000000000016 0.090715000000000018 -0.017214999999999998 0.095825000000000007 -0.032959999999999996 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7 -6
right_child=1 2 3 -5 8 7 -8 -9 -10
leaf_value=-0.00035488699465346859 0.00047307303068374072 0.00041215062357156956 -0.00018527027526423103 0.00030657454730203344 0.00043740674057912216 -0.00044095357305063397 -0.000945207233513253 0.00021354110793307492 -0.00011725112157917157
leaf_weight=0.0010745296847550897 0.001036804109202199 0.0010227004247512607 0.0010290289964387936 0.0015687821906080228 0.0011077938448726902 0.0011499693474810906 0.0010074683922538308 0.0015290222058358225 0.0015224120911439456
leaf_count=520 268 322 372 300 83 871 122 205 847
internal_value=0 3.42175e-05 -1.15709e-05 -6.01817e-05 -0.000138508 -0.000280668 -0.000561216 -6.74037e-05 0.00011636
internal_weight=0 0.010974 0.00993718 0.00891448 0.00734569 0.00471549 0.0020365 0.00267899 0.00263021
internal_count=3910 3390 3122 2800 2500 1570 494 1076 930
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=8
num_cat=0
split_feature=4 151 16 2 0 0 0
split_gain=1.65361e-05 3.83526e-05 5.79328e-05 5.52343e-05 5.0123e-05 4.92375e-05 5.49768e-07
threshold=0.27608500000000008 -0.024429999999999997 -0.085924999999999987 0.106285 -0.032484999999999993 -0.11756999999999999 -0.15137999999999999
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=0.011739605372115033 0.0098244033228911485 -0.032765652931270754 0.0054021526374930934 0.018918544737481082 -0.019841330130735496 -0.003835993223904776 0.0065108902895709966
leaf_weight=0.001652513487661815 0.0010018692547973474 0.0011477859235533492 0.0018032338202571237 0.0012877877306306362 0.0013951282511827361 0.0012069577590468844 0.0010010429473214205
leaf_count=556 132 187 1464 396 193 673 309
internal_value=0 -0.00193265 -0.00523537 0.00143179 -0.00560908 -0.0179373 0.00816833
internal_weight=0 0.00849341 0.00684089 0.00448615 0.00319836 0.00235474 0.00200291
internal_count=3910 3469 2913 2053 1657 860 441
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=8
num_cat=0
split_feature=124 3 48 4 150 47 12
split_gain=1.61676e-05 2.734e-05 3.69446e-05 3.79436e-05 5.94037e-05 6.26957e-05 3.72556e-05
threshold=-0.061329999999999989 0.13772500000000001 0.10760500000000002 -0.08422499999999998 0.087235000000000021 0.09252500000000001 0.084100000000000022
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=0.011965376443454157 -0.014166615630223728 0.011415353888972302 -0.021291876231553434 0.026000007153884785 -0.015479749395582047 -0.012034263369636401 0.0034135602847201931
leaf_weight=0.0010183370616399833 0.0016613333146667216 0.0014351203044284224 0.0010259812914977986 0.0017311625870624016 0.0012964286385627136 0.0010393496888497296 0.001263149994359753
leaf_count=310 691 206 175 362 284 237 1645
internal_value=0 -0.00129619 -0.00357156 -0.000971131 0.00314176 0.00912676 0.0164719
internal_weight=0 0.00945253 0.00801741 0.00699142 0.00533009 0.00403366 0.00299431
internal_count=3910 3600 3394 3219 2528 2244 2007
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=10
num_cat=0
split_feature=484 15 151 1 4 2 16 0 16
split_gain=0.000129105 5.00466e-05 4.69644e-05 6.29864e-05 8.96679e-05 9.71135e-05 7.72299e-05 5.98404e-05 4.51789e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 -0.0025899999999999994 0.089910000000000004 0.20277000000000003 -0.055084999999999988 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 7 -4 -6 -3
right_child=1 8 3 4 5 -7 -8 -9 -10
leaf_value=-0.00067765470998084655 -0.00016399945708349037 7.7545756882173652e-05 -0.00042198174981280791 0.0007870144478298362 -0.00040043636076530543 0.00052418701757726426 0.00031039047440875671 0.00025000849414641213 -0.00048951765406090892
leaf_weight=0.0010012104595718578 0.0017818823356343201 0.0010621634255789571 0.0011973754301665533 0.0011746286177358534 0.0011899676249494009 0.0016725876724234096 0.0010295904461514892 0.0010014234832613888 0.0010991578886229659
leaf_count=627 442 102 423 324 225 258 183 77 1249
internal_value=0 5.72268e-05 0.000121264 0.000191225 0.000312598 0.000168377 -8.3385e-05 -0.000103196 -0.000210839
internal_weight=0 0.0112088 0.00904746 0.00726557 0.00503861 0.00386398 0.00222697 0.00219139 0.00216132
internal_count=3910 3283 1932 1490 884 560 606 302 1351
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=8
num_cat=0
split_feature=150 151 0 2 16 15 16
split_gain=1.8033e-05 6.74575e-05 3.81984e-05 5.46873e-05 6.6802e-05 4.07808e-05 4.41647e-05
threshold=0.082085000000000019 -0.051109999999999996 -0.075584999999999986 0.10113500000000002 0.25185000000000007 -0.0089749999999999986 -0.17157499999999998
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=-0.0044592940144570761 0.024173305094617566 -0.0089701477126985056 0.029347998656690161 -0.0096611278326140526 -0.0047807060261436558 0.004111656603673723 -0.030511149070467137
leaf_weight=0.0014009002425412797 0.0012199471492792421 0.0012365398645138074 0.001317664065095332 0.0015667594830227577 0.0010155437730858053 0.0015023115607369309 0.0012151857109772785
leaf_count=267 321 192 398 544 151 1247 790
internal_value=0 0.00748964 -0.00230317 0.00478956 0.0144933 -0.00901971 -0.0165605
internal_weight=0 0.00245649 0.00801836 0.00389997 0.00233321 0.0041184 0.00261609
internal_count=3910 513 3397 1093 549 2304 1057
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=9
num_cat=0
split_feature=49 15 12 2 2 3 1 2
split_gain=4.65012e-05 7.50963e-05 4.95397e-05 8.82975e-05 8.08877e-05 6.76667e-05 0.000108755 3.42068e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.051320000000000005 0.08400500000000001 0.10393500000000001 0.12566000000000002 0.10521500000000002 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -2
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=0.00050426817241343194 0.00021034194051138737 -9.4902510823827594e-05 -0.00059084021127379168 0.00026523874432157784 -0.00043997624714286663 -0.00031460908194665447 0.00071148134575321688 -0.00027510999792729044
leaf_weight=0.0015514753788584018 0.001077816040011558 0.0016697660268563817 0.0016399690943295999 0.0015969954437114013 0.001027730124413644 0.001335767953440902 0.0011027605807152952 0.0011572376131216769
leaf_count=228 154 331 816 1381 408 176 236 180
internal_value=0 0.000193681 -8.10962e-05 -0.000233909 -1.08932e-05 5.83473e-05 0.000207602 -4.10092e-05
internal_weight=0 0.00322124 0.00893828 0.00426469 0.00262473 0.00467358 0.00333781 0.00223505
internal_count=3910 559 3351 2605 1789 746 570 334
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=9
num_cat=0
split_feature=1 123 12 159 1 0 1 2
split_gain=4.2585e-05 5.38243e-05 4.50875e-05 4.86205e-05 6.86041e-05 6.80984e-05 0.000111316 6.87118e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.098845000000000016 0.089930000000000024 0.11215000000000001 -0.070894999999999986 0.085990000000000011 0.089910000000000004
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=-0.00053486963261313895 0.00037215602640907225 0.00036811872399259739 -0.00035323910199752293 -0.00042124786665195438 -0.00036842495829488123 0.00044337742287338161 -0.00015748098525152109 0.00047934438838567826
leaf_weight=0.0011206500228965509 0.0010737345427799102 0.0011304892660526982 0.0019193602854219753 0.0010043087083526437 0.001283458320472294 0.0018395626850937971 0.0011530942171944277 0.0014971993125797167
leaf_count=1455 225 276 542 325 152 341 454 140
internal_value=0 -3.70344e-05 -8.36873e-05 -1.81835e-05 4.05347e-05 0.000134088 -1.6791e-05 0.000202273
internal_weight=0 0.0109481 0.00981763 0.00789827 0.00689396 0.00561051 0.00377094 0.00265029
internal_count=3910 3685 3409 2867 2542 2390 2049 594
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=10
num_cat=0
split_feature=484 15 151 1 16 4 2 0 16
split_gain=0.000114891 4.83313e-05 6.51459e-05 7.25062e-05 7.75879e-05 7.35101e-05 9.80623e-05 7.15016e-05 4.65241e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 0.20277000000000003 -0.0025899999999999994 0.089910000000000004 -0.055084999999999988 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 -3
right_child=1 8 3 5 -6 6 -8 -9 -10
leaf_value=-0.00064118715047242075 -0.00021942719124854669 8.0053608589377109e-05 -0.00043193458579280454 0.00075720456091883095 0.00030109135524125825 -0.00039671742785102446 0.00055532177129725838 0.0003102299882590509 -0.00049798773390291248
leaf_weight=0.0010075702180866964 0.0018213330382751787 0.0010485677569249691 0.0012205671840113644 0.001165808240365016 0.0010183254237249545 0.0012060482031777189 0.001665386650702223 0.0010112599854031359 0.0010936961348912899
leaf_count=627 442 102 423 324 183 225 258 77 1249
internal_value=0 4.99415e-05 0.000112266 0.000195165 -9.85292e-05 0.000325412 0.000195763 -7.4296e-05 -0.000215055
internal_weight=0 0.011251 0.00910873 0.0072874 0.00223889 0.0050485 0.00388269 0.00221731 0.00214226
internal_count=3910 3283 1932 1490 606 884 560 302 1351
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=8
num_cat=0
split_feature=15 3 13 16 49 52 13
split_gain=1.66772e-05 4.52556e-05 7.52842e-05 4.9835e-05 4.49534e-05 3.22359e-05 3.77138e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.032264999999999995 -0.0021449999999999998 -0.029304999999999998 0.048490000000000012 -0.05461499999999999
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.017285098701546577 -0.030253537829329227 0.010669689217516159 -0.01614412599928448 0.01346880533655705 0.0063459412386355765 0.012726323521518491 -0.01735060549989725
leaf_weight=0.0017017659995262084 0.0012332736393243014 0.0014488169303080258 0.0010195927213311549 0.0012839049595567292 0.0011216497435473862 0.0010472977880769544 0.0016740019640940312
leaf_count=334 1105 114 617 338 555 423 424
internal_value=0 -0.0042162 -0.0103141 0.000361291 0.00375428 -0.00223755 -0.00784326
internal_weight=0 0.00498559 0.00353677 0.0023035 0.00554472 0.00384295 0.00279565
internal_count=3910 2174 2060 955 1736 1402 979
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=10
num_cat=0
split_feature=4 16 52 16 3 1 15 15 3
split_gain=3.45857e-05 4.80009e-05 6.41836e-05 7.70429e-05 6.26391e-05 9.62796e-05 0.000102846 2.96935e-05 2.47155e-05
threshold=0.28937500000000005 -0.30307999999999996 0.11110500000000002 0.26538000000000006 0.090325000000000003 0.095575000000000007 -0.0039399999999999991 -0.43091499999999999 -0.095614999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -2 -8
right_child=7 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.00044011755962261411 7.3985679375016068e-06 -0.00079885448625279486 0.00039560854753028238 -0.00049209019335533309 0.00034175158752017363 0.00035893049878341023 -0.00024268947221957156 0.00046007480557647086 0.00018313178314208472
leaf_weight=0.0010260917501017644 0.0011240155125858125 0.0010042802446244056 0.0013845462265920433 0.0013287697825854388 0.0017541082410548253 0.0012652734453337815 0.0010787760385532403 0.001104615823075236 0.0010191255430709804
leaf_count=210 209 742 517 432 166 264 218 217 935
internal_value=0 -3.8695e-05 7.92667e-06 -6.41189e-05 2.87782e-05 -9.69219e-05 -0.000282848 0.000231766 -3.58326e-05
internal_weight=0 0.00986097 0.00883488 0.00745033 0.00612156 0.00436746 0.00310218 0.00222863 0.0020979
internal_count=3910 3484 3274 2757 2325 2159 1895 426 1153
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=8
num_cat=0
split_feature=4 12 15 52 1 4 2
split_gain=1.70049e-05 4.086e-05 4.24063e-05 6.13148e-05 5.44996e-05 4.98109e-05 3.48677e-05
threshold=0.17888000000000001 0.097510000000000013 1.0000000180025095e-35 0.10062000000000001 1.0000000180025095e-35 -0.0010999999999999996 0.10869000000000002
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=-0.019570076862984929 0.016950265549591132 -0.019743312411129893 -0.015815501786408313 0.026750651053818554 0.019564429499338148 -0.0067059736298248802 -0.0043090144425617961
leaf_weight=0.0011183217892867586 0.0015302969650400305 0.001171035958242481 0.0012573903464265426 0.0010093001545131422 0.0014438166696317542 0.0014432092464155555 0.001555841597091713
leaf_count=661 281 568 1241 206 427 212 314
internal_value=0 -0.00259614 0.000605363 0.00472279 -0.000827972 0.00643199 0.00623264
internal_weight=0 0.00744307 0.00627204 0.00501465 0.00400535 0.00288703 0.00308614
internal_count=3910 3315 2747 1506 1300 639 595
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=10
num_cat=0
split_feature=484 47 159 1 12 15 4 3 16
split_gain=0.000109715 5.58709e-05 7.70322e-05 6.017e-05 7.08816e-05 5.79016e-05 0.000131565 8.23212e-05 2.79923e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.08764000000000001 0.11215000000000001 0.095775000000000013 -0.095799999999999982 0.0057500000000000008 -0.018854999999999997 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00061883005374589099 -0.00028627929431008646 0.00035503202816853876 0.0004358397714353578 -0.00038219746356591252 -0.00043040579516403089 2.6511839821885463e-05 0.00082188709877526562 -0.00039598475819043448 0.00048143036524718848
leaf_weight=0.0010339877317278199 0.0011533599995760873 0.0019021709102670916 0.0012834616700202065 0.0019474193093648416 0.001158413947888598 0.0010521655285262075 0.0010238748128565687 0.0011857554338268366 0.0010282441031131905
leaf_count=627 234 213 381 300 516 1068 173 188 210
internal_value=0 4.74259e-05 -1.20816e-05 -7.93263e-05 1.00154e-05 0.000103742 0.000208597 1.63438e-05 0.000251356
internal_weight=0 0.0117349 0.00983269 0.00854923 0.00660181 0.0054434 0.00429004 0.00326617 0.00208041
internal_count=3910 3283 3070 2689 2389 1873 1639 1466 1278
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=8
num_cat=0
split_feature=52 13 2 3 150 1 3
split_gain=1.96524e-05 5.24529e-05 5.88964e-05 4.4432e-05 4.33314e-05 4.57617e-05 2.71768e-05
threshold=0.11401500000000002 -0.090744999999999978 0.099990000000000009 0.10856000000000002 0.087235000000000021 0.10285500000000002 -0.084129999999999996
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=-0.0035347051554229431 -0.0107603361220408 -0.014394509078279275 0.027838569023985078 -0.021837406024253905 -0.016018944565878438 0.020452402040294557 0.0054662157973980538
leaf_weight=0.0010546581794291883 0.0014652962603358558 0.0010702763648418876 0.0013830577413904588 0.0010428765805314266 0.0012199276430221832 0.0013684957164254189 0.0019339471797105471
leaf_count=326 647 892 194 119 262 388 1082
internal_value=0 0.00172078 0.0142652 -0.0028877 0.000645909 0.00529517 -0.00160931
internal_weight=0 0.00907324 0.00243772 0.00663552 0.00559265 0.00437272 0.00300422
internal_count=3910 3263 520 2743 2624 2362 1974
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=10
num_cat=0
split_feature=50 15 42 51 16 48 15 16 52
split_gain=4.00059e-05 6.90204e-05 4.31771e-05 6.10683e-05 7.47672e-05 0.0001207 0.000106413 7.95614e-05 6.92537e-05
threshold=0.086465000000000014 -0.26361999999999991 -1.0000000180025095e-35 -0.032189999999999989 -0.094359999999999986 0.086065000000000016 1.0000000180025095e-35 -0.50585499999999983 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 8 7 -5 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00051355824942648067 -0.00036998149340455991 -0.00034009690180038655 -0.00034248489592537311 2.1270758069189129e-05 -0.0002903446767718708 0.00077818688266506641 0.0004095109839304577 -0.00073505741919332318 0.00035323887218206623
leaf_weight=0.0010329981893725778 0.0010464084223298408 0.0013852445038466448 0.0013866579618408478 0.0010498367573741063 0.0012350832686408506 0.0012964277752993384 0.0010050659138213488 0.0010898654094704903 0.0013405356996408348
leaf_count=264 715 841 517 148 425 285 148 172 395
internal_value=0 3.15175e-05 -1.9352e-05 3.35202e-05 0.000107826 0.000290232 -0.000116765 -0.000363968 4.46221e-05
internal_weight=0 0.0108217 0.00978872 0.00840347 0.00701681 0.00387205 0.00314477 0.0021397 0.00257562
internal_count=3910 3195 2931 2090 1573 1105 468 320 820
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=9
num_cat=0
split_feature=4 0 16 0 3 1 49 15
split_gain=3.69891e-05 4.95836e-05 6.91178e-05 6.56822e-05 8.554e-05 7.6394e-05 5.40384e-05 4.31298e-05
threshold=0.28937500000000005 0.16242500000000001 0.26538000000000006 -0.061994999999999995 0.086245000000000016 0.094385000000000011 -0.006494999999999999 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2
right_child=7 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00062065312902588642 -4.0106173773733032e-05 0.00036219076376624239 -0.00051969842569736871 0.00029126383791948195 -0.00016225701539008858 4.211831490689737e-06 0.00039981314003444574 0.00050017223695577901
leaf_weight=0.00176082543798585 0.0011524020616889745 0.0010019907041521987 0.0012786600962959886 0.001877285758997007 0.0012742445698921134 0.0013132370802517676 0.0013590020237663255 0.0011203290249642492
leaf_count=2171 209 48 440 293 104 321 107 217
internal_value=0 -5.12465e-05 -9.79856e-05 -2.68905e-05 -0.00013154 -0.000353711 0.000127824 0.000226221
internal_weight=0 0.00986525 0.00886325 0.00758459 0.00570731 0.00307406 0.00263325 0.00227273
internal_count=3910 3484 3436 2996 2703 2492 211 426
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=9
num_cat=0
split_feature=4 0 133 160 49 13 16 15
split_gain=6.00322e-05 6.28277e-05 7.72264e-05 0.000116597 8.62928e-05 9.47412e-05 6.73302e-05 8.06223e-05
threshold=-0.49837999999999999 0.047345000000000005 -0.0023199999999999996 -1.0000000180025095e-35 -0.084934999999999997 -0.083514999999999992 -0.072804999999999981 -0.095799999999999982
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=-0.00046269529223237215 -0.00052823448425265266 0.00042040503602824587 -0.0003827099111815708 -0.00034982561627718391 0.0006579090361242822 -2.8599881426506969e-05 -0.00016383721978532407 0.00072206170593013767
leaf_weight=0.0010167072578153866 0.0010321982981979982 0.0014198842796701592 0.0019648392281322122 0.0010805246859778867 0.0016102852657560347 0.0011381424365939793 0.0019831604857901532 0.0010646340205017406
leaf_count=176 1035 164 905 147 369 157 590 367
internal_value=0 3.47462e-05 -2.07129e-05 3.8537e-05 0.000158897 0.000253732 9.82493e-05 0.000334206
internal_weight=0 0.0112937 0.00987378 0.00884159 0.00687675 0.00579622 0.00418594 0.00220278
internal_count=3910 3734 3570 2535 1630 1483 1114 524
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=8
num_cat=0
split_feature=42 51 43 49 0 4 4
split_gain=1.73793e-05 3.81368e-05 3.75444e-05 4.51744e-05 6.64982e-05 6.45037e-05 5.61476e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.090115000000000015 0.0059850000000000016 0.17888000000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.010260882844198974 -0.014141164688245125 0.019105081630571473 0.0087470292028356458 0.019953003429828642 -0.021444846981617052 0.021469658189500501 -0.020546636009859183
leaf_weight=0.001432740940931731 0.0013201657934732583 0.0013949885716021395 0.0013641692003183987 0.0010532830418512207 0.0013996536969427299 0.001370240530242841 0.0012574185002269043
leaf_count=1060 521 498 889 241 152 270 279
internal_value=0 0.00158285 0.00423068 0.00101107 -0.00268944 0.00388677 -0.00530339
internal_weight=0 0.00915992 0.00783975 0.00644476 0.00539148 0.00399183 0.00262159
internal_count=3910 2850 2329 1831 1590 1438 1168
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=8
num_cat=0
split_feature=52 13 1 2 12 3 43
split_gain=1.84641e-05 4.20438e-05 4.78958e-05 7.28685e-05 5.35683e-05 4.18099e-05 5.71841e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10274500000000002 0.097955000000000014 -0.084129999999999996 -0.041434999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.018752648628764856 -0.010431758056294198 -0.017062755916642049 -0.024879604602975128 0.024622551090847038 0.0051564195276565502 0.023664373823825777 -0.0062765468804560189
leaf_weight=0.0012426793229154904 0.0014660234170170332 0.0013155412558934539 0.0014540720979251904 0.001322468214003893 0.0010036014121260692 0.0010020215324658352 0.0017553415486637207
leaf_count=169 647 1003 307 475 106 424 779
internal_value=0 0.00166147 -0.00104307 0.00422779 -0.0126143 -0.00239437 0.00460394
internal_weight=0 0.00909573 0.00785305 0.00539537 0.00245767 0.0040729 0.00275736
internal_count=3910 3263 3094 2681 413 2206 1203
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=7
num_cat=0
split_feature=52 4 160 13 13 3
split_gain=1.79868e-05 4.55392e-05 3.40585e-05 3.29053e-05 7.29444e-05 3.65862e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
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=-0.0066926509146622267 -0.018045616435395276 0.015926282154314485 -0.013446479120283539 0.027962214527179396 -0.013257092583706538 0.0076559811721732445
leaf_weight=0.0016212866784824161 0.0012350674876297355 0.0019736725039995761 0.0013381060911211587 0.0010150065891441273 0.0016480418980931262 0.0016988538828157556
leaf_count=795 924 395 127 484 966 219
internal_value=0 0.00572539 -0.00299065 0.000271432 0.00447969 -0.00264181
internal_weight=0 0.00359496 0.00693508 0.00570001 0.0043619 0.0033469
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=8
num_cat=0
split_feature=0 49 49 3 15 15 3
split_gain=1.86866e-05 4.46575e-05 5.9583e-05 4.41033e-05 4.80029e-05 6.81725e-05 2.17431e-05
threshold=0.055865000000000005 -0.084114999999999981 -0.029304999999999998 -0.12817999999999996 -0.017214999999999998 -0.10071499999999999 0.10223
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=-0.020003336039086883 0.0091847993910076572 0.020131014774832784 -0.021876561354814986 0.01520031005608985 0.013654540296695753 -0.024744837054686161 -0.0054894375160802773
leaf_weight=0.0011830100035675715 0.0018252186708336395 0.0013264185269915496 0.0010522088543724788 0.0010087674366982681 0.0018174722821264651 0.0012710527836182783 0.0010230858154326086
leaf_count=256 255 265 212 441 1571 766 144
internal_value=0 -0.00194638 0.0009022 -0.00322985 0.000601941 -0.00658044 0.00478254
internal_weight=0 0.00868202 0.00749901 0.00617259 0.00512038 0.00330291 0.00203185
internal_count=3910 3655 3399 3134 2922 1351 585
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=10
num_cat=0
split_feature=48 48 51 1 0 4 0 1 2
split_gain=5.47691e-05 8.58171e-05 8.15267e-05 0.000108973 0.000143929 6.78666e-05 9.93013e-05 8.29937e-05 8.80706e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 -0.079019999999999993 -0.0010999999999999996 -0.10943499999999999 0.085990000000000011 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00053064721379106068 -0.00042408999234803274 0.00053992766561362568 -0.00053360982410869274 0.00095445910557293554 -1.2682758094317678e-05 -0.00078346042940042259 3.9133504077255929e-05 0.00045991787933230853 0.00016536130473689513
leaf_weight=0.0012282112840434406 0.001089649853016939 0.0011654928705080786 0.001070479866359368 0.001019162627915481 0.001410167524811452 0.0011179579500789809 0.0011390952080527232 0.0013215580850476014 0.0016221250682570253
leaf_count=1130 161 279 352 173 250 219 453 645 248
internal_value=0 3.65889e-05 -2.24958e-05 3.92698e-05 0.000393057 -9.44169e-05 -0.000368312 5.37641e-05 -0.000134549
internal_weight=0 0.0110943 0.00992876 0.00885828 0.00242933 0.00642895 0.00225705 0.00417189 0.00285034
internal_count=3910 3749 3470 3118 423 2695 672 2023 1378
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=7
num_cat=0
split_feature=1 52 0 0 15 133
split_gain=2.03707e-05 3.21457e-05 5.23463e-05 5.87302e-05 4.05477e-05 2.98416e-05
threshold=0.12864500000000004 0.11401500000000002 -0.076734999999999984 -0.10575999999999998 -0.095799999999999982 1.0000000180025095e-35
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=-0.011324850596842998 0.010272316608322606 -0.017885938567117933 0.018142688624083136 -0.025639199246813918 0.0099968414776614462 -0.0025439752013839529
leaf_weight=0.0016546508723665984 0.0016265841854318014 0.0011018779337219342 0.0019279417542502344 0.0011689694977323794 0.0019348768743418566 0.0010924850608984083
leaf_count=230 331 580 510 1588 303 368
internal_value=0 -0.00190037 0.000363975 -0.00617158 0.000168263 0.0106603
internal_weight=0 0.0088808 0.00777892 0.0047585 0.00358953 0.00302043
internal_count=3910 3579 2999 2121 533 878
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=8
num_cat=0
split_feature=4 0 3 3 2 49 15
split_gain=2.12824e-05 2.82813e-05 6.18099e-05 4.94901e-05 4.7642e-05 4.41851e-05 3.53538e-05
threshold=0.27608500000000008 -0.06402999999999999 0.076695000000000013 0.086245000000000016 0.093070000000000014 -0.006494999999999999 -0.07052499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.004291217954653326 0.0092859046028347624 0.028279012517882236 -0.015403850556370483 -0.010183851615273264 -6.1196389548960175e-05 0.017504514100633837 -0.026919144387652645
leaf_weight=0.0013388708586808229 0.0019926431798245872 0.0011574866503787948 0.0010477562548098377 0.0011347291955584871 0.0012166973302536028 0.0011712197215684277 0.0014257533920033452
leaf_count=813 441 180 138 108 316 108 1806
internal_value=0 -0.00219736 0.00482727 -0.00693802 0.0137555 0.00387941 -0.0159607
internal_weight=0 0.00849251 0.00342194 0.00507057 0.00237418 0.00230595 0.00276462
internal_count=3910 3469 634 2835 496 216 2619
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=7
num_cat=0
split_feature=4 151 0 42 4 12
split_gain=1.72617e-05 2.44882e-05 5.44327e-05 3.53942e-05 3.75668e-05 2.46096e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.15713499999999997 0.091955000000000023 -0.0021099999999999995 0.080120000000000011
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=0.008967962379334905 0.0083645562441555885 -0.025298666359041374 0.019728480170464531 -0.017778272040010069 -0.0094982051448334326 0.0017274872978614094
leaf_weight=0.0016450386946349821 0.0019910102906736194 0.0010731793458855074 0.0013071827880317107 0.0010083217660656306 0.0016204731391808616 0.0018125846721869332
leaf_count=556 441 140 234 647 527 1365
internal_value=0 -0.00198366 -0.00462461 -0.000765036 0.00285394 0.0092699
internal_weight=0 0.00846678 0.00682174 0.00574856 0.00474024 0.00311977
internal_count=3910 3469 2913 2773 2126 1599
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=10
num_cat=0
split_feature=1 123 16 4 13 16 2 3 2
split_gain=3.42889e-05 4.25878e-05 5.20758e-05 4.27354e-05 0.000105003 5.2495e-05 4.97838e-05 4.85745e-05 4.71592e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.0057500000000000008 -0.009244999999999998 -0.008069999999999999 0.11203000000000002 -0.075154999999999986 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 -4 -7
right_child=-2 -3 3 4 6 8 -8 -9 -10
leaf_value=-0.00047508446664532337 0.00034345829525468712 0.00033268607632344974 -6.9809144212519702e-05 -0.0003463235179126011 0.00060878387359297053 -0.00022077151652404018 4.0931931313645186e-05 -0.00067211442047967627 0.0002847831169072625
leaf_weight=0.0011003553785482413 0.0010263200536983685 0.0011055236553077592 0.0010025562567008641 0.0011553351613369789 0.0014190185207249347 0.0014182938512738762 0.0010204229269846843 0.0010581253779365584 0.0014192972493265385
leaf_count=136 225 276 1354 405 145 638 115 298 318
internal_value=0 -3.1736e-05 -7.37313e-05 -2.17321e-05 0.000140627 -0.000140886 0.00037125 -0.000379083 3.20952e-05
internal_weight=0 0.0106989 0.0095934 0.00849305 0.00359478 0.00489827 0.00243944 0.00206068 0.00283759
internal_count=3910 3685 3409 3273 665 2608 260 1652 956
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=8
num_cat=0
split_feature=11 3 1 16 13 52 43
split_gain=4.70847e-05 6.55454e-05 5.33604e-05 7.71063e-05 5.84907e-05 0.000142251 4.62292e-05
threshold=0.081130000000000022 -0.13927999999999999 1.0000000180025095e-35 -0.27337499999999998 -0.00059999999999999995 -0.010284999999999997 0.070805000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047052638011144951 -0.00040801771350899 -0.00044678386650350704 -0.00031801662539223047 0.00046551861697696311 -0.00031924721068952105 0.0004646222063930514 7.3402741186080989e-05
leaf_weight=0.0011686034779608773 0.0010240171715715568 0.0017351700289214669 0.0015283014229092529 0.0018338280096514455 0.0019686624051389115 0.0016245867583356572 0.0010569330984184562
leaf_count=169 230 1698 289 833 267 178 246
internal_value=0 3.17128e-05 -2.08956e-05 7.1022e-05 0.000180578 3.51573e-05 -0.00024987
internal_weight=0 0.0109161 0.00974748 0.00695538 0.00542708 0.00359325 0.0027921
internal_count=3910 3680 3511 1567 1278 445 1944
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=9
num_cat=0
split_feature=50 15 160 12 2 13 13 0
split_gain=6.52136e-05 8.36407e-05 4.83209e-05 7.27441e-05 6.29607e-05 0.000115309 6.96009e-05 6.90077e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 -0.036459999999999992 0.094010000000000024 -1.0000000180025095e-35 0.043015000000000005 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00056403384792195099 -0.00047086979980659558 -0.00037328705945542152 -0.00042076323980627087 0.0004925463404115174 0.00024140187752483614 -0.00049796556022085946 0.00068494508729300557 -0.00012601245288594356
leaf_weight=0.0010472409124660529 0.0010662505658589382 0.0014486495053052046 0.0010297681211437386 0.0011257299707896056 0.0017830869050642394 0.0014874999112155967 0.0011266255789007026 0.0018056437692440261
leaf_count=264 715 265 302 131 401 375 171 1286
internal_value=0 3.73092e-05 -1.89371e-05 2.82061e-05 0.00010757 -9.48708e-05 0.000270729 0.000111532
internal_weight=0 0.0108542 0.009807 0.00877724 0.00732859 0.00327059 0.004058 0.00293137
internal_count=3910 3195 2931 2629 2364 776 1588 1417
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=7
num_cat=0
split_feature=151 4 52 42 0 12
split_gain=1.55958e-05 5.07946e-05 4.1592e-05 4.86555e-05 4.23505e-05 4.42379e-05
threshold=-0.084129999999999996 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 -0.11756999999999999 0.090840000000000018
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=-0.010121882323882794 -0.018636263498457886 0.017685274814410925 -0.020602238880850141 -0.0074799832539907494 0.00047798530907133065 0.022586389220997882
leaf_weight=0.0013351097484608247 0.0010599905018414593 0.0015919435176863323 0.0010339299651321038 0.0018652739480987477 0.001890483439981666 0.0017363263596301682
leaf_count=423 859 375 550 243 912 548
internal_value=0 0.00144555 -0.0019624 0.000979001 0.00476481 0.0110623
internal_weight=0 0.00917795 0.007586 0.00655207 0.00549208 0.00362681
internal_count=3910 3487 3112 2562 1703 1460
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=9
num_cat=0
split_feature=1 12 2 12 3 15 52 4
split_gain=4.73941e-05 4.68048e-05 4.82463e-05 5.43455e-05 7.55492e-05 0.000102783 4.98368e-05 0.000123248
threshold=0.13662500000000002 0.098845000000000016 0.091985000000000011 0.084885000000000002 0.11818000000000002 -0.021529999999999997 -0.084699999999999984 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00051123784131090549 0.00039899984257168417 -0.00031989607703330255 0.00071525890623194558 0.00049428546672219259 -0.00031462261122074228 -0.00015690161813140325 0.00037830851919328076 -0.00044097975123691207
leaf_weight=0.0010485079474883297 0.0010152188340904174 0.0019392441174312684 0.0010045858814958762 0.0012780788442581697 0.00148601769578105 0.0010758709380914104 0.0014863498878248051 0.001344514846354452
leaf_count=402 225 545 289 498 148 131 1312 360
internal_value=0 -4.43643e-05 1.68837e-05 0.000147368 2.30475e-05 0.000264237 -0.000146065 -1.08112e-05
internal_weight=0 0.0106632 0.00872393 0.00484455 0.00356647 0.00208046 0.00387937 0.00283086
internal_count=3910 3685 3140 1066 568 420 2074 1672
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=8
num_cat=0
split_feature=49 3 42 47 16 13 1
split_gain=1.60894e-05 5.57223e-05 3.64303e-05 3.95142e-05 5.11193e-05 9.88428e-05 5.20242e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093125000000000013 0.10783500000000001 -0.008069999999999999 -0.034809999999999987 0.10723500000000001
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=0.021423295811898866 -0.0022388041947165281 -0.0069879406549773456 -0.019326616960388524 0.018349401926595385 -0.015648799335924918 0.023810286982220288 -0.029902233482493507
leaf_weight=0.001315861474723901 0.0019695969864344026 0.0014521128749508381 0.0010882428912637639 0.0010365057831387787 0.0010897090524851414 0.0015207454762260701 0.001038141058565228
leaf_count=350 1485 209 711 162 360 448 185
internal_value=0 0.00651842 -0.00236452 0.000409294 -0.00290049 0.00733847 -0.011787
internal_weight=0 0.00276797 0.00774294 0.0066547 0.00561819 0.00261045 0.00300774
internal_count=3910 559 3351 2640 2478 808 1670
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 3 43 0
split_gain=1.73135e-05 2.63725e-05 6.0265e-05 4.61193e-05 4.28769e-05 4.16789e-05 3.31663e-05 1.74683e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094385000000000011 -0.0071449999999999994 0.11265500000000002 -0.075819999999999985 -0.053834999999999994
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=-0.01096563021819788 -0.011788408896604917 0.026070100825572054 -0.022698857106206782 0.004891471340700726 0.010131453967342734 -0.004752176926866622 0.030199089934649915 -0.008243722223402453
leaf_weight=0.0014600339819943421 0.0011173390352179945 0.0010420377353248878 0.0012624994055918022 0.0010527755736304907 0.001005984520913416 0.0014527788863859898 0.0010191243582535804 0.001065117777165913
leaf_count=394 279 117 1031 269 1206 192 295 127
internal_value=0 0.00138162 0.00366348 0.000259051 -0.00817306 0.00823405 0.0173398 0.000681546
internal_weight=0 0.00936035 0.00790032 0.00685828 0.0033336 0.00352468 0.0020719 0.0020711
internal_count=3910 3631 3237 3120 2364 756 564 1333
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=10
num_cat=0
split_feature=474 160 42 16 51 49 12 2 15
split_gain=3.62508e-05 5.9429e-05 6.19401e-05 4.17504e-05 0.000108121 0.000121651 5.43751e-05 5.25736e-05 7.0879e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072804999999999981 0.077145000000000005 -0.029304999999999998 0.088125000000000023 0.10679500000000001 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -5
right_child=-2 2 3 7 -6 6 -8 -9 -10
leaf_value=-0.00036611792941741852 0.00033997159202416808 -0.0003618370484020017 0.00052685473300933844 0.00014063834681627381 0.00065429513442872168 4.0500285344592235e-05 -0.00059994781241966754 0.00029143543571341353 -0.00052673925179219064
leaf_weight=0.0017671011799066738 0.0010812208074984361 0.0013615472455207065 0.0011243419286055541 0.0011092392833465562 0.0014589031170907595 0.0010297181385204171 0.0010091823319327477 0.0010777034301888309 0.0013644232996385126
leaf_count=927 424 869 126 218 202 316 237 203 388
internal_value=0 -3.58403e-05 2.53689e-05 8.98699e-05 0.000212708 9.04515e-06 -0.000276498 -7.00048e-05 -0.000227474
internal_weight=0 0.0113022 0.00953506 0.00817351 0.00462215 0.00316324 0.0020389 0.00355137 0.00247366
internal_count=3910 3486 2559 1690 881 679 553 809 606
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=9
num_cat=0
split_feature=150 2 15 16 52 2 15 3
split_gain=1.75874e-05 5.47468e-05 3.42325e-05 6.66928e-05 6.07387e-05 0.000113146 5.30319e-05 7.91386e-05
threshold=0.082085000000000019 0.089910000000000004 -0.24219999999999997 -0.30307999999999996 0.11110500000000002 0.10113500000000002 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=0.01458143576283737 -0.0098218000217716785 0.020309335902650986 -0.027733038314903938 -0.011820416787097649 0.020825686086989689 -0.033914972751562571 -0.0073057849225494301 0.030256809648258672
leaf_weight=0.0010456825337794512 0.0010567563298121564 0.0014044104737757602 0.0010746919256624668 0.0014926768484040459 0.0010768329968089624 0.0010824578817176557 0.0010643245962431238 0.0011857910455573349
leaf_count=291 245 268 226 603 500 433 1192 152
internal_value=0 0.00737187 -0.00229159 -0.00482053 -0.000648462 -0.00544077 0.00279429 0.0124894
internal_weight=0 0.00246117 0.00802246 0.00697678 0.00590208 0.00482525 0.00374279 0.00225012
internal_count=3910 513 3397 3106 2880 2380 1947 1344
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=11
num_cat=0
split_feature=484 15 52 49 0 2 15 457 1 47
split_gain=0.000287012 7.18545e-05 8.52467e-05 6.2253e-05 9.39478e-05 6.03726e-05 5.48102e-05 6.72973e-05 0.000102026 3.86486e-05
threshold=-0.0043499999999999988 -0.03231499999999999 -0.091329999999999981 -0.006494999999999999 -0.083424999999999985 0.10113500000000002 -0.075094999999999981 0.041935000000000007 0.11198000000000001 0.080075000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 7 8 9 -2
right_child=1 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0010006664972786793 -0.00056884193664306676 0.00040032445205319194 -0.00059126807264123465 0.00043802502704952146 -4.5467415425976598e-06 -0.00063816118940166996 0.00056972371864657254 0.00056760216013457417 0.00034466372601764757 -2.5072479429693824e-05
leaf_weight=0.0010276573733196395 0.0010084535124706881 0.0011328565430043323 0.0011668876854907802 0.0010000230742668505 0.0013330599751123127 0.0010209641910078164 0.0013780453980021075 0.0010445058471459587 0.0018017239591923122 0.001001699401628304
leaf_count=612 408 299 182 536 735 123 309 146 357 203
internal_value=0 7.94226e-05 -8.06537e-05 -0.000201177 -6.54629e-05 -0.000279352 0.00022459 0.000126655 5.82998e-06 -0.000297871
internal_weight=0 0.0118882 0.00565379 0.00452093 0.00335405 0.00235402 0.00623443 0.00485638 0.00381188 0.00201015
internal_count=3910 3298 1875 1576 1394 858 1423 1114 968 611
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=10
num_cat=0
split_feature=484 15 1 4 151 2 43 16 0
split_gain=0.000147761 4.50545e-05 6.8848e-05 9.54241e-05 8.40643e-05 8.6907e-05 7.19338e-05 5.13111e-05 3.7396e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 -0.044604999999999992 0.089910000000000004 0.070805000000000021 -0.15168999999999996 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 8 -2 -3 -6
right_child=1 7 3 4 5 -7 -8 -9 -10
leaf_value=-0.00071434772986518592 -0.00043112199909741208 0.00011751653592219049 0.00062706677684096766 -0.00041678079925506074 -0.00027214621680763469 0.0005480707662856647 0.00024277165745423092 -0.00048736130164310216 0.00023975886266488144
leaf_weight=0.0010329385653328896 0.0014889229286152391 0.001045490458920665 0.0016925768235462324 0.0010105366116167757 0.0012078552125687242 0.0017187422824328146 0.0010304637237089323 0.0011133747044494236 0.001005329150575818
leaf_count=627 636 102 458 144 225 258 134 1249 77
internal_value=0 6.03722e-05 0.000120462 0.000225244 8.76372e-05 0.000217277 -0.00015549 -0.000194432 -3.96156e-05
internal_weight=0 0.0113133 0.00915443 0.00663504 0.00494246 0.00393193 0.00251939 0.00215887 0.00221318
internal_count=3910 3283 1932 1162 704 560 770 1351 302
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=9
num_cat=0
split_feature=50 12 156 160 52 4 4 16
split_gain=1.79602e-05 3.53173e-05 4.17817e-05 5.70302e-05 4.78972e-05 3.2934e-05 6.40199e-05 2.29174e-05
threshold=0.082310000000000008 -0.036459999999999992 0.082605000000000026 0.087825000000000014 -0.081429999999999989 0.05309500000000001 0.41171000000000008 -0.0090499999999999973
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=-0.013518359399038952 -0.012762205613565622 0.028042067064707677 -0.014582867513119022 -0.014954012689215125 -0.014273869263802927 0.02635210051905619 -0.0058813724925517339 0.0061305451028746544
leaf_weight=0.0013740624185496321 0.0010025590275789453 0.0012201908573227201 0.001071755858196367 0.0010452463606667401 0.0010017316412532602 0.0015518576819623991 0.0010219305900938305 0.0012218603606136292
leaf_count=446 747 327 468 288 951 287 130 266
internal_value=0 0.00131019 0.00381498 0.00660678 0.0103519 0.00585245 0.0135537 -0.00306168
internal_weight=0 0.00950864 0.00813457 0.00706282 0.00601757 0.00479738 0.00257379 0.00222359
internal_count=3910 3163 2717 2249 1961 1634 417 1217
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=9
num_cat=0
split_feature=147 11 3 1 0 15 3 42
split_gain=4.08008e-05 5.49896e-05 7.20527e-05 5.78299e-05 7.59629e-05 0.000122719 6.37052e-05 5.98469e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 0.094485000000000013 -0.18901999999999997 -0.094119999999999995 0.086245000000000016 0.08110500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00046017220984739392 0.00036844549315679466 -0.00043854773183553208 -0.00077445604865283163 -0.00036852674280480024 0.00066195277821185536 -8.1171293298538681e-05 4.0777555849862624e-05 -0.00011228451418379366
leaf_weight=0.0012193127519976319 0.0010656469593555177 0.0011524572691927115 0.0010918827228826621 0.0010175679361190126 0.0015065125726625179 0.0019736928875488313 0.0018769167708905018 0.0010103181983283475
leaf_count=144 191 269 953 79 335 457 141 1341
internal_value=0 -3.36266e-05 1.45009e-05 -4.96043e-05 0.000102725 0.000240513 -0.000221788 -0.000456216
internal_weight=0 0.0108487 0.0096962 0.00847689 0.00449777 0.00348021 0.00397912 0.0021022
internal_count=3910 3719 3450 3306 871 792 2435 2294
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=10
num_cat=0
split_feature=1 376 12 48 12 3 3 0 49
split_gain=3.9283e-05 7.15898e-05 5.41301e-05 7.42879e-05 8.74086e-05 9.80062e-05 7.17275e-05 0.000133932 3.87104e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 0.10058500000000002 0.11476000000000001 -0.115685 -0.083934999999999996 -0.045959999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00050042833219810672 0.00036341216259428295 0.0004580634722471911 0.00036082355202095192 -0.00053267610498133249 -0.00040573402952992461 0.0006478978637857359 -0.00018532912134621828 -0.00072066158161972888 0.0003083731223612435
leaf_weight=0.0010792614511408683 0.0010436951369375653 0.0010265203992268325 0.0015940894101195043 0.0010201293524759363 0.0014415702605434493 0.0011470036413673279 0.0010306660867658399 0.0010690643135918814 0.0014981622212452762
leaf_count=258 225 173 310 120 456 107 177 1113 971
internal_value=0 -3.47776e-05 -8.59835e-05 -3.51586e-05 3.00723e-05 0.00012918 1.45863e-05 -0.000138818 0.000107157
internal_weight=0 0.0109065 0.00987995 0.00880069 0.00778056 0.00633899 0.00519198 0.00359789 0.00252883
internal_count=3910 3685 3512 3254 3134 2678 2571 2261 1148
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=10
num_cat=0
split_feature=484 15 16 1 16 52 2 0 151
split_gain=0.000140615 6.99247e-05 4.4486e-05 5.42246e-05 7.15855e-05 9.5143e-05 7.03527e-05 5.03499e-05 5.1726e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.3935300000000001 0.11561500000000001 0.20277000000000003 0.084890000000000007 1.0000000180025095e-35 -0.089879999999999974 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00069744013164061835 0.00050911294490834855 -0.00040044601656433394 -0.00034555488944224542 0.00039788171515325643 0.00046146666117093647 -0.00056914042661318834 -0.00031692496533718644 0.00046610384870780216 0.00022375069549500628
leaf_weight=0.0010255114188359353 0.0011959186543139084 0.0011509871064568789 0.0012065307211164668 0.0014848467379093662 0.0010575105748331206 0.0012742289578870766 0.0011608059953505203 0.0013055048735962269 0.0016434156314177962
leaf_count=627 278 482 310 205 139 964 175 406 324
internal_value=0 6.03618e-05 8.17605e-06 5.5193e-05 -1.18262e-05 -8.84163e-05 2.80227e-05 0.000148021 -6.1696e-08
internal_weight=0 0.0114797 0.0102838 0.0090773 0.00759245 0.00653494 0.00526071 0.00410973 0.00280422
internal_count=3910 3283 3005 2695 2490 2351 1387 905 499
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=9
num_cat=0
split_feature=484 15 39 3 52 15 49 16
split_gain=0.000140106 4.63488e-05 5.59937e-05 5.92562e-05 6.56523e-05 7.29211e-05 9.20585e-05 4.10629e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.092870000000000022 0.13772500000000001 0.084240000000000023 -0.07142999999999998 -0.047894999999999993 -0.022939999999999999
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=-0.00070006941030052803 0.00042261569875909203 0.00029627652330061892 -0.00041688810035689323 0.0004310439972445474 -0.00033941667887020998 0.00053813890271559722 -0.00042900052996504729 0.00010009664542268909
leaf_weight=0.0010228818969050578 0.0011953361654455453 0.0011145150318199275 0.0010391493685929743 0.001424755008563189 0.0017427894935513402 0.0014301715483460132 0.0016978692192605377 0.0019372610620195501
leaf_count=627 278 152 144 124 1031 526 392 636
internal_value=0 5.69789e-05 1.48995e-05 6.29014e-05 -3.30317e-06 9.14853e-05 -0.000141582 0.000286136
internal_weight=0 0.0115818 0.0103865 0.00934736 0.00792261 0.00617982 0.00281238 0.00336743
internal_count=3910 3283 3005 2861 2737 1706 544 1162
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=9
num_cat=0
split_feature=484 1 4 1 42 1 15 16
split_gain=0.000107669 4.62007e-05 8.79869e-05 5.58398e-05 5.98864e-05 9.96488e-05 9.56137e-05 7.48946e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 -0.16401499999999997 0.09112000000000002 0.08784500000000002 0.11235500000000002 -0.074174999999999977 -0.092969999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -5
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=-0.00061036966046820566 0.00018634816877249565 0.00046876794066914249 -0.00043377885321330774 -0.00071144284445205435 0.00039903603584416929 0.00056067901709118319 -0.00021426922385713013 -1.6559673126469743e-05
leaf_weight=0.0010229068993202221 0.0017060172662952643 0.0015613906702562031 0.0018160748685493678 0.0010998076537656774 0.0014919059155582715 0.0014128501775705225 0.0010800465888257309 0.0013026355367299104
leaf_count=627 80 438 1546 110 425 234 116 334
internal_value=0 5.35368e-05 -0.000133404 0.000136371 5.51157e-05 -4.96976e-05 0.000224933 -0.000334668
internal_weight=0 0.0114707 0.00352209 0.00794864 0.00638725 0.00489534 0.0024929 0.00240244
internal_count=3910 3283 1626 1657 1219 794 350 444
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=10
num_cat=0
split_feature=484 52 52 42 42 43 48 2 2
split_gain=0.000105895 4.38474e-05 7.79991e-05 6.50135e-05 5.89644e-05 6.92701e-05 4.84166e-05 8.70305e-05 6.97599e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.093125000000000013 -0.047174999999999988 0.091875000000000012 0.10113500000000002 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00060160653513895699 -0.00034387488967652194 0.00057704456578555748 -0.0004201198563900369 0.00057524744968867549 -0.00032186398061620177 0.00010198659877254058 -0.00023783868372948203 -0.00016071537400811506 0.00074163357493822952
leaf_weight=0.0010562515316185099 0.0010084282613053467 0.001105034085939296 0.001106457779256261 0.0012318276929662968 0.0011749313046195671 0.0014294680105102348 0.0015182884484379357 0.0018341225577457143 0.0012107271757058435
leaf_count=627 391 267 831 464 547 265 131 189 198
internal_value=0 4.68442e-05 8.39772e-05 2.6659e-05 8.55137e-05 0.000151767 6.47169e-05 0.000167384 0.000395313
internal_weight=0 0.0116193 0.0106109 0.00950582 0.00839937 0.00722443 0.00599261 0.00447432 0.0026402
internal_count=3910 3283 2892 2625 1794 1247 783 652 463
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=8
num_cat=0
split_feature=42 51 12 2 12 2 16
split_gain=1.77064e-05 3.97316e-05 3.78911e-05 4.38828e-05 8.42803e-05 6.26159e-05 0.000102383
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.086650000000000019 0.085185000000000025 0.10274500000000002 -0.16268499999999997
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=-0.010334689611074822 -0.014330342070227648 -0.005610196456112708 -0.010446009410231967 -0.016429804777560012 0.033970560367738233 -0.010287230328893362 0.032328647682205058
leaf_weight=0.0014428009740473638 0.0013415681337654453 0.0018196357794560847 0.0014293253783485031 0.0010207516981132841 0.0013301283712792594 0.0010157370221556107 0.0012668958342720096
leaf_count=1060 521 916 274 191 548 184 216
internal_value=0 0.00157826 0.00428585 0.00754885 0.0127166 0.00415851 0.0133652
internal_weight=0 0.00922404 0.00788247 0.00645315 0.00463351 0.00330338 0.00228263
internal_count=3910 2850 2329 2055 1139 591 400
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=10
num_cat=0
split_feature=1 376 12 12 51 16 52 151 16
split_gain=3.53836e-05 4.20398e-05 5.27548e-05 5.50409e-05 4.83521e-05 5.86899e-05 4.81087e-05 6.41196e-05 6.82201e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.098845000000000016 -0.07174999999999998 -1.0000000180025095e-35 0.084240000000000023 -0.0088999999999999982 -0.15168999999999996
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=-0.000478932447728668 0.00033753874640588075 0.0003405165294109263 -0.0003079731910135044 -0.00033895129108761683 -0.00025599708359520237 0.00043097373608298761 -0.00035261470758014054 0.00067822585310495264 -3.3759179748379436e-05
leaf_weight=0.0011085081378368359 0.0010642397141251052 0.0010297462867383421 0.0012062841134154977 0.0017344216341168804 0.0011179682314740951 0.0016972407450527261 0.0011035260502150041 0.0010481237918954034 0.0010218293257685735
leaf_count=258 225 173 473 542 237 462 802 138 600
internal_value=0 -3.6785e-05 -7.54908e-05 -2.5407e-05 5.01761e-05 0.000122317 2.45234e-07 0.000122391 0.000326755
internal_weight=0 0.0110676 0.0100379 0.00892939 0.00719497 0.00598869 0.00429145 0.00318792 0.00206995
internal_count=3910 3685 3512 3254 2712 2239 1777 975 738
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=11
num_cat=0
split_feature=484 15 15 3 2 1 52 3 1 12
split_gain=0.000118686 3.65034e-05 4.26746e-05 4.75174e-05 5.76967e-05 0.000127715 6.64891e-05 6.68724e-05 5.62602e-05 3.46308e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.100615 0.10488500000000002 0.10871500000000002 -0.092854999999999979 -0.0066499999999999988 0.089370000000000019 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 6 -6 -5 -8 -9 -4
right_child=1 2 3 4 5 -7 7 8 -10 -11
leaf_value=-0.00064156836281798705 0.00038223315612808653 -0.0003414420456391948 3.9700648780586637e-05 -0.00030090813390476012 -0.00079062331241833584 0.00019304829094351364 -0.00010230417700572753 0.00077687798280725651 0.00013239633126287096 0.00052244831591213554
leaf_weight=0.0010210046007202824 0.001184384658890405 0.0011259097815525072 0.0010363257224559773 0.0011792294169229323 0.001009430297918264 0.0010204639817800404 0.0013429048412491131 0.0010552144751945591 0.0010281853574178115 0.0012732787877617908
leaf_count=627 278 257 119 304 303 149 1447 80 87 259
internal_value=0 5.66167e-05 1.83228e-05 6.36064e-05 -2.07076e-05 -0.000296114 0.000100678 0.000238892 0.000458818 0.000305838
internal_weight=0 0.0112553 0.0100709 0.00894503 0.00663543 0.00202989 0.00460553 0.0034263 0.0020834 0.0023096
internal_count=3910 3283 3005 2748 2370 452 1918 1614 167 378
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=11
num_cat=0
split_feature=484 1 474 52 15 2 13 3 3 16
split_gain=0.000342401 9.03019e-05 9.15123e-05 8.9015e-05 0.000127666 6.57589e-05 6.14554e-05 8.71545e-05 3.98192e-05 8.39142e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.084655000000000022 -0.081429999999999989 -0.19153499999999998 0.091985000000000011 -0.083924999999999986 -0.077689999999999995 -0.069909999999999986 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -6 -8 -10
right_child=1 -3 -4 4 6 -7 8 -9 9 -11
leaf_value=-0.0010787904915598547 -1.1660921335268237e-06 0.00063176555188862709 0.00058601261679181393 -0.00071000684361019072 0.00063803173459086357 0.00068089467985763853 -0.00038401318370730766 -0.00011702616322758009 -0.00036243851921065275 0.00033328879503428748
leaf_weight=0.0010661557007200723 0.0011418520901188074 0.0010423674188243985 0.0010277906434384915 0.0012112021328291823 0.0011054065836929136 0.0010370333734820371 0.0017608394588386725 0.0012550622989782466 0.00129418636074703 0.001374323578263217
leaf_count=612 278 216 301 191 396 333 1040 170 155 218
internal_value=0 7.97428e-05 2.84022e-05 -2.78957e-05 -0.000123579 0.000323458 -1.89685e-05 0.000236567 -0.000155147 -4.12827e-06
internal_weight=0 0.0122501 0.0112077 0.0101799 0.00800102 0.00217889 0.00678982 0.00236047 0.00442935 0.00266851
internal_count=3910 3298 3082 2781 2170 611 1979 566 1413 373
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=8
num_cat=0
split_feature=50 4 2 51 3 2 4
split_gain=2.02898e-05 3.68573e-05 5.80535e-05 5.86792e-05 3.45885e-05 5.69867e-05 3.9113e-05
threshold=0.084340000000000012 0.28937500000000005 0.11339500000000001 0.077145000000000005 -1.0000000180025095e-35 0.086130000000000012 -0.0072799999999999991
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=-0.02156160964437958 -0.013488277992127307 0.014578341960947481 -0.022308788109149418 0.023555182427853861 -0.0066536431912781017 0.0040599752135878414 0.019591410416049778
leaf_weight=0.0016740790344788486 0.0010158179980320698 0.0017341813328089371 0.0011484632826786858 0.0010651085181009956 0.0010486453712100496 0.0018030394366448674 0.0012384708160813659
leaf_count=864 731 396 329 244 119 1133 94
internal_value=0 0.00136533 -0.00150686 0.00199131 -0.00199323 -0.00827569 0.00755802
internal_weight=0 0.00971199 0.00797781 0.00682934 0.00576423 0.00347712 0.00228712
internal_count=3910 3179 2783 2454 2210 1997 213
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=8
num_cat=0
split_feature=1 4 0 0 47 0 48
split_gain=1.82085e-05 4.23172e-05 2.59215e-05 6.40468e-05 5.42178e-05 9.90504e-05 8.68281e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.017269999999999997 -0.087614999999999985 0.09252500000000001 -0.15007499999999999 0.085790000000000019
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=0.0034188727456607262 0.015993706933919279 -0.020235941185533863 0.016690454352170116 -0.016646284513818645 -0.014181852237377751 0.033249188730714592 -0.022360250223721154
leaf_weight=0.0018061868254598003 0.0013689753332557801 0.0013010295504749399 0.0011142811132146607 0.0016768521416975447 0.0010376907052001951 0.0013561965488653608 0.0010376586994400247
leaf_count=422 212 1586 336 810 164 302 78
internal_value=0 -0.00648569 0.00260197 0.000178372 0.00605533 0.0116362 -0.000543214
internal_weight=0 0.00310722 0.00759165 0.00647737 0.00480052 0.00376283 0.00240663
internal_count=3910 2008 1902 1566 756 592 290
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=8
num_cat=0
split_feature=50 160 42 15 15 15 2
split_gain=1.79495e-05 3.21474e-05 5.6165e-05 5.55387e-05 5.42893e-05 9.86156e-05 8.30404e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004
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=0.01326421429841179 -0.012681112520634575 -0.022756480519800872 -0.025317530174867431 0.021662222996417187 -0.015785125841326231 0.030203944554253633 0.010841926603687867
leaf_weight=0.0018213621370746407 0.0010151063864078875 0.0010714695969611379 0.0011759078192404579 0.0011735443887837035 0.0019393979455470745 0.0010840178701014419 0.0013809555652345663
leaf_count=802 731 759 205 532 289 335 257
internal_value=0 0.00129856 -0.00148649 0.00188792 -0.00227065 0.00492813 -0.0057879
internal_weight=0 0.00964666 0.00782529 0.00675382 0.00558028 0.00364088 0.00255686
internal_count=3910 3179 2377 1618 1086 797 462
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 2 2 43
split_gain=0.000134272 4.47621e-05 8.30817e-05 6.90218e-05 6.81848e-05 9.45017e-05 7.37331e-05 0.000117351 4.09975e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.10362500000000001 0.091985000000000011 -0.073139999999999983
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=-0.00068245649771601512 0.00055492467813427935 -0.00033167402739355781 -0.00042142402393969262 -0.00036798737101414108 0.00022698139572346549 0.00067829441244799001 -0.00032873230046698174 0.00068705407669249088 -0.00023163518084643814
leaf_weight=0.0010300524877954438 0.0014062752965074551 0.0010383072519727201 0.0010735131605924949 0.0011062566916642631 0.0013624981127322645 0.0011173511608577828 0.0014413484157881394 0.0012588702343003526 0.0016654399736607971
leaf_count=627 229 191 142 289 580 143 370 365 974
internal_value=0 5.65812e-05 9.52263e-05 0.000154494 8.36778e-05 0.000156668 5.49184e-05 0.000183913 -2.52689e-05
internal_weight=0 0.0114699 0.0104316 0.00935804 0.00795176 0.00684551 0.00572816 0.00428681 0.00302794
internal_count=3910 3283 3092 2950 2721 2432 2289 1919 1554
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=10
num_cat=0
split_feature=484 484 159 15 15 0 52 49 4
split_gain=0.000112453 4.49414e-05 5.38423e-05 6.67999e-05 9.28216e-05 0.000101136 0.000100332 8.90353e-05 4.42382e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.073745000000000019 -0.03231499999999999 -0.095799999999999982 -0.18087499999999998 -0.080899999999999986 -0.0057999999999999987 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5 -9
right_child=1 -3 -4 7 6 -7 -8 8 -10
leaf_value=-0.00061943745158226672 -0.00050078416860286192 -0.00033936472849032832 0.00051323476732223136 -0.00060388922603381854 0.00011170236468568797 0.00026291293104220006 0.00092283647521088585 -0.00016884341553417443 0.00030226724354862088
leaf_weight=0.0010316773400264453 0.0011188655046042717 0.0010059452473961507 0.0010610660408481081 0.001137845534039084 0.0012792913212199889 0.0016496517954486048 0.0010822988229448971 0.0017538691396008009 0.0013609764442518552
leaf_count=627 82 357 397 179 292 374 250 487 865
internal_value=0 5.64551e-05 9.45801e-05 4.7236e-05 0.000197869 -4.57268e-05 0.000483439 -0.000134476 3.7e-05
internal_weight=0 0.0114498 0.0104439 0.0093828 0.00513011 0.00276852 0.00236159 0.00425269 0.00311485
internal_count=3910 3283 2926 2529 998 456 542 1531 1352
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=8
num_cat=0
split_feature=376 1 150 484 3 15 43
split_gain=1.91328e-05 4.34283e-05 4.65909e-05 4.1474e-05 4.76307e-05 4.09074e-05 3.43579e-05
threshold=0.048375000000000008 0.12864500000000004 0.083205000000000015 0.084225000000000008 -0.075404999999999986 -0.015439999999999997 -0.079109999999999986
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=-0.015082766621696454 0.01201869327770343 0.014942560880490095 0.0093045932238420264 0.010104322709946316 -0.033223400463650681 -0.0080752389543531748 0.007961590060994353
leaf_weight=0.0011881475920909339 0.0011731476080591276 0.0013719558880731534 0.0019250450924045565 0.0010047347266533037 0.0014058220940638966 0.0011980700352934573 0.0014205074243690285
leaf_count=766 206 276 392 298 402 355 1215
internal_value=0 -0.0015164 -0.00428969 -0.00849886 -0.0120847 -0.0216525 -0.00253428
internal_weight=0 0.00951428 0.00814233 0.00621728 0.00521255 0.00260389 0.00260866
internal_count=3910 3704 3428 3036 2738 757 1981
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=10
num_cat=0
split_feature=484 484 159 15 49 0 2 2 47
split_gain=0.000143071 4.62083e-05 5.09705e-05 6.47412e-05 9.81322e-05 6.60571e-05 8.50035e-05 5.68368e-05 2.60493e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.073745000000000019 -0.03231499999999999 -0.0057999999999999987 -0.18901999999999997 1.0000000180025095e-35 0.10113500000000002 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -6 -7
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.00071621976770779873 -0.00014096545804553897 -0.00034500610579457842 0.00050988487520967497 -0.00063950843802380928 0.00025784325494432412 0.00031124624288849539 0.00071558107692551031 -0.00029260989419493944 -0.00012971829704694015
leaf_weight=0.0010044182781470618 0.0015269522696095268 0.0010040059176914832 0.0010279696236435475 0.0010823378127392523 0.0018879824498653146 0.0010415391459212115 0.0014285951597492715 0.0011669495825725835 0.0010189042384428906
leaf_count=627 123 357 397 179 1133 159 587 219 129
internal_value=0 5.63215e-05 9.58978e-05 4.94044e-05 -0.00013217 0.00019917 0.000348027 4.75764e-05 9.31861e-05
internal_weight=0 0.0111852 0.0101812 0.00915326 0.00413727 0.00501599 0.00348904 0.00305493 0.00206044
internal_count=3910 3283 2926 2529 1531 998 875 1352 288
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=9
num_cat=0
split_feature=484 159 15 4 49 151 4 12
split_gain=0.000131474 6.41852e-05 8.77307e-05 7.71188e-05 7.65154e-05 6.97803e-05 0.000106119 4.65596e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.0017649999999999999 -0.006494999999999999 -0.0088999999999999982 0.25367000000000006 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 -7 -6
right_child=1 -3 4 5 7 6 -8 -9
leaf_value=-0.00066762042488823436 0.00057357448605815931 0.00041054448877009064 -0.00062621932071198541 -0.0003916346676244372 0.0001976183279918399 -0.00020470990250656121 0.00053191451160496703 -0.00026532965579972032
leaf_weight=0.0010541918095200572 0.0013347091757573088 0.0016758510384956111 0.0012137555849058073 0.0010997037898946675 0.0015499049486947837 0.0014201447430768632 0.0015979261003444534 0.0018113364375078912
leaf_count=627 389 522 206 163 124 337 212 1330
internal_value=0 5.53465e-05 -4.01631e-06 0.000163983 -0.000204238 3.12208e-05 0.000185298 -5.18593e-05
internal_weight=0 0.0117033 0.0100275 0.00545248 0.004575 0.00411777 0.00301807 0.00336124
internal_count=3910 3283 2761 1101 1660 712 549 1454
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=10
num_cat=0
split_feature=484 41 475 160 42 43 51 16 4
split_gain=8.81001e-05 4.93196e-05 6.88158e-05 0.000104189 0.00010058 0.000105711 9.38174e-05 4.75141e-05 4.86138e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.025744999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.077145000000000005 -0.035699999999999989 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00053551043471537177 0.00058525070350172296 -0.00034958542767809115 -0.00051508086012314123 -0.00039214653695640719 0.00059501251485548064 -0.00058769996163395802 0.00045963317488200919 0.00018394457537538903 -2.1701572103369305e-05
leaf_weight=0.0010515726211804107 0.0010040212874471962 0.0010455946050573492 0.0011248723852030984 0.0012597796922833877 0.0019771564118529735 0.001056646088806755 0.0016114544640206639 0.0013696708534014831 0.001302741847702067
leaf_count=627 418 191 521 800 376 428 176 195 178
internal_value=0 5.68802e-05 9.65762e-05 4.60069e-05 0.00011959 0.000207688 6.42933e-05 -0.000106547 -0.000275183
internal_weight=0 0.0117519 0.0107063 0.00970232 0.00857745 0.00731767 0.00534051 0.00372906 0.00235939
internal_count=3910 3283 3092 2674 2153 1353 977 801 606
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=9
num_cat=0
split_feature=15 3 3 12 14 43 2 0
split_gain=1.77682e-05 4.84111e-05 6.14293e-05 5.7295e-05 3.903e-05 4.60899e-05 5.64259e-05 6.93886e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.016619999999999996 0.084100000000000022 -1.0000000180025095e-35 -0.079109999999999986 0.097940000000000013 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.013517628920465397 0.01447717635818601 0.011003772417514643 -0.030514105133606053 -0.015754802858574758 -0.0087941350314725258 -0.012338548178651957 0.032216792717583279 0.022562263353049269
leaf_weight=0.0010581654957288458 0.0011482926575917449 0.0014642511207463363 0.0010803733042610863 0.0013805548859302484 0.0012323256837776931 0.0011623197817534577 0.0011151775985112082 0.0011172193328847211
leaf_count=188 270 114 189 1601 655 161 389 343
internal_value=0 -0.00433247 -0.0105543 -0.00202714 0.00380848 0.00777081 0.0137841 0.0047666
internal_weight=0 0.00507347 0.00360922 0.00252885 0.00568521 0.00462704 0.00339472 0.00227954
internal_count=3910 2174 2060 1871 1736 1548 893 504
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=9
num_cat=0
split_feature=41 157 160 42 160 43 1 15
split_gain=4.11104e-05 5.18379e-05 8.19332e-05 6.42216e-05 6.45793e-05 6.14362e-05 5.56457e-05 7.89116e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.00041745788539375163 -0.00037687145908627966 -0.00043417018738402534 -0.00035737809323595085 0.00052402661060740733 -0.00031747546243391083 0.00033702894295341811 0.00021620732681883743 -0.00047717833397038285
leaf_weight=0.0012087776775067506 0.0010218719935432682 0.0015042255997785138 0.0012014318566163622 0.0017139597559082207 0.0010505331796165614 0.0019466328775163935 0.0013681770152379376 0.0011712220056532365
leaf_count=499 221 810 841 330 244 495 147 323
internal_value=0 3.40172e-05 -1.25363e-05 6.25034e-05 0.000132079 0.000208252 8.76052e-05 -0.000103596
internal_weight=0 0.011165 0.00995618 0.00845196 0.00725052 0.00619999 0.00448603 0.0025394
internal_count=3910 3689 3190 2380 1539 1295 965 470
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=8
num_cat=0
split_feature=124 3 4 16 52 1 12
split_gain=1.91108e-05 2.62699e-05 3.99324e-05 3.73919e-05 4.88745e-05 9.53851e-05 6.67557e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.08422499999999998 -0.52908499999999992 -0.072349999999999984 0.089075000000000015 1.0000000180025095e-35
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=0.012827588344964783 -0.016630754171846306 0.010904098502845697 -0.01654815484936465 -0.0089419559543248549 -0.014311740338365631 0.037190953995489169 0.0028580693946212098
leaf_weight=0.0010441505022583406 0.0018311975986703265 0.0014698588468783696 0.0011125370480608021 0.0019531698708926352 0.0010307212335670785 0.0013042761430116989 0.0010009483199583508
leaf_count=310 712 206 132 629 1322 162 437
internal_value=0 -0.0014105 -0.0036091 0.000115758 0.00362092 0.0109764 0.0222833
internal_weight=0 0.00970271 0.00823285 0.00640165 0.00528912 0.00333595 0.00230522
internal_count=3910 3600 3394 2682 2550 1921 599
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=8
num_cat=0
split_feature=51 160 13 1 13 16 4
split_gain=1.72056e-05 3.7172e-05 3.04218e-05 5.72452e-05 4.04678e-05 4.16351e-05 8.03755e-05
threshold=0.11255500000000002 -0.081069999999999989 -0.090744999999999978 0.090475000000000014 0.076210000000000014 0.037105000000000006 -0.0010999999999999996
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=0.016790575319147745 -0.012431941237392901 -0.0048369126749187976 0.017863554219955498 0.02645091842381396 0.0066204216264128847 -0.027632499369035869 -0.0169292723741718
leaf_weight=0.001331662829160492 0.0010117282126763947 0.0013914952246403462 0.0010278573379262931 0.0010086629303325636 0.0019912397310785802 0.001077070834410256 0.0018754385389343731
leaf_count=687 280 262 1111 225 345 505 495
internal_value=0 0.00127182 -0.00119669 0.00831175 -0.0050184 -0.0108409 -0.00461153
internal_weight=0 0.00970343 0.00837176 0.00240016 0.00597161 0.00398037 0.0029033
internal_count=3910 3630 2943 487 2456 2111 1606
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=8
num_cat=0
split_feature=11 43 2 13 4 4 15
split_gain=1.76787e-05 2.94966e-05 6.934e-05 4.13986e-05 5.34133e-05 9.03756e-05 3.0958e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 0.08734500000000002 0.0057500000000000008 -0.047894999999999993
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=0.010802856572479399 -0.01176535704370971 0.010259491225506488 0.028033883050398101 -0.012874090243352227 -0.022695942487393875 0.024209679738327432 -0.013388746307856456
leaf_weight=0.0010048154103078132 0.0011442854362664736 0.0017666339061071287 0.0012138986594135408 0.0018557077029839105 0.001566298149883405 0.0010175228385510384 0.0011170627053112947
leaf_count=502 279 281 556 1206 256 160 670
internal_value=0 0.00138846 0.00897215 -0.00268773 -0.00783985 0.000258717 -0.00193281
internal_weight=0 0.00954194 0.00333578 0.00620616 0.00443953 0.00287323 0.00212188
internal_count=3910 3631 1728 1903 1622 1366 1172
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=8
num_cat=0
split_feature=4 1 12 4 1 0 3
split_gain=1.63998e-05 5.72885e-05 4.73607e-05 5.14702e-05 4.43803e-05 5.0781e-05 6.70611e-05
threshold=0.24280000000000004 0.11235500000000002 0.098845000000000016 0.053925000000000008 0.095575000000000007 -0.071924999999999989 0.013395000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.030822756217282983 -0.0083169041310594757 0.020118085626676177 -0.021765577952390494 -0.020102192926907642 0.017071595659856418 0.010546917382860592 0.0053051274988618266
leaf_weight=0.001010478340679034 0.0013604647865107433 0.0014785884365534092 0.0010854459417128353 0.0010071373051313637 0.0018663708008357857 0.0018008682328098024 0.0010452706960004873
leaf_count=1728 206 343 506 268 453 294 112
internal_value=0 0.00649213 -0.0023819 0.00074433 0.00441292 -0.00171311 -0.0124531
internal_weight=0 0.00283905 0.00781557 0.00673013 0.00572299 0.00385662 0.00205575
internal_count=3910 549 3361 2855 2587 2134 1840
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=9
num_cat=0
split_feature=51 15 16 47 3 1 12 3
split_gain=1.80262e-05 3.50572e-05 2.40861e-05 6.38896e-05 5.88796e-05 4.99589e-05 4.35439e-05 4.24695e-05
threshold=0.11255500000000002 -0.24219999999999997 0.3935300000000001 0.09252500000000001 -0.032959999999999996 0.094165000000000013 0.091405000000000014 0.090325000000000003
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=0.017839554163495884 -0.012754745059067679 -0.017594122541886057 -0.015038268185601675 -0.021556122176416628 -0.008708400639662545 0.03061812934427733 0.007242891159007005 0.018020734334631583
leaf_weight=0.0011326974984767627 0.0010057923753057319 0.001491068063597708 0.0010538952068057149 0.0010648161072358692 0.0011382389300367132 0.001151631467883656 0.0013404472585702035 0.0012442344560819329
leaf_count=296 280 1433 350 246 180 261 771 93
internal_value=0 0.00131538 -0.000890678 0.00111594 0.00490844 0.013517 -0.00583621 0.00525075
internal_weight=0 0.00961703 0.00848433 0.00743044 0.00636562 0.0035341 0.00283152 0.00238247
internal_count=3910 3630 3334 2984 2738 534 2204 273
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 12 13 4
split_gain=0.000132145 4.8446e-05 7.58068e-05 8.91399e-05 6.77888e-05 9.14112e-05 7.40169e-05 7.88267e-05 4.61917e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.098595000000000016 -0.088444999999999982 -0.0017649999999999999
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=-0.00068361605930767418 0.00059381085038669895 -0.00035430872611968349 -0.00040176995597342001 -0.00038897076582196838 -0.00028954768680222368 0.00065366382756677722 -0.00043617064193683457 0.00048911453109480021 3.6786173002138443e-05
leaf_weight=0.0010291233229750068 0.0014471620010889424 0.0010385538393131869 0.0010825137574591347 0.0010921408438245329 0.0012112164344280796 0.0011046468498145607 0.0010380489436641821 0.0019748123288774299 0.0015486929831457653
leaf_count=627 229 191 142 289 298 143 353 1333 305
internal_value=0 4.96729e-05 8.96336e-05 0.000146124 6.48299e-05 0.000136894 3.80075e-05 0.000141967 0.000290302
internal_weight=0 0.0115378 0.0104992 0.00941672 0.00796956 0.00687742 0.00577277 0.00473472 0.00352351
internal_count=3910 3283 3092 2950 2721 2432 2289 1936 1638
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=9
num_cat=0
split_feature=14 15 16 0 4 47 2 12
split_gain=1.61128e-05 5.18007e-05 3.68455e-05 4.33028e-05 6.57197e-05 4.71773e-05 4.56165e-05 4.46016e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.085165000000000018 0.086875000000000022 0.091405000000000014
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=-0.011625786972611307 0.022471544870522695 -0.017113211552391951 -0.0033854158886108092 -0.027726428613882227 0.02921369093995671 0.012789884631911922 -0.015671620569259841 0.01087665890159864
leaf_weight=0.0010758175273109663 0.0010294533659311227 0.0012530900172921331 0.0012949354256249833 0.0010256836330198552 0.0011837377465129194 0.0012291449065615955 0.0012981125662393299 0.0012347392663379919
leaf_count=196 365 281 234 1091 85 261 718 679
internal_value=0 0.00128338 -0.00127691 0.00145408 0.0121829 -0.00410044 -0.00993449 -0.00272961
internal_weight=0 0.0095489 0.00851944 0.00726635 0.00247867 0.00478768 0.00355854 0.00253285
internal_count=3910 3714 3349 3068 319 2749 2488 1397
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=10
num_cat=0
split_feature=484 41 150 3 2 0 43 43 13
split_gain=0.000127812 4.66625e-05 7.72502e-05 0.000102695 5.79836e-05 8.52641e-05 5.23322e-05 9.86728e-05 4.85514e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.113945 -0.13027499999999997 -0.074254999999999988 0.0050750000000000005 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00067345513460918827 0.00063588022142685148 -0.00034326848507481341 -0.00040410171563607712 0.00051201377683373706 -0.00027082699962242845 0.0004407757103147337 -0.00064529116586790284 0.00020864792446960418 -0.00011387265866649378
leaf_weight=0.0010041030470198066 0.0014311280284483837 0.0010238195229154224 0.0010681950780371307 0.0017858808541292258 0.0015807844815007681 0.0013949208790424569 0.0010509965767045589 0.0010301704427205967 0.0010739092903936979
leaf_count=627 229 191 142 220 417 537 852 407 288
internal_value=0 5.61636e-05 9.5425e-05 0.000152507 6.51258e-05 0.000148945 6.4401e-06 -0.000222594 0.000199511
internal_weight=0 0.0114398 0.010416 0.00934779 0.00791666 0.00633588 0.00455 0.00208117 0.00246883
internal_count=3910 3283 3092 2950 2721 2304 2084 1259 825
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=10
num_cat=0
split_feature=484 484 159 42 43 3 12 1 2
split_gain=0.000109459 4.04922e-05 4.65018e-05 6.22942e-05 6.13938e-05 9.53964e-05 6.45409e-05 0.000102828 9.95356e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.073745000000000019 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.10058500000000002 0.09112000000000002 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -9
right_child=1 -3 -4 4 6 -7 -8 8 -10
leaf_value=-0.00062024469943430382 -0.00034091311237478394 -0.00032089770143590881 0.00047989198345609475 2.1133455511532762e-05 0.00046901764602364979 0.00083692512124338109 -0.00042281861926849086 -0.00041451806874675894 0.00034977376681746451
leaf_weight=0.0010134480173083745 0.001372932112289965 0.0010182988631182123 0.0010507266341105619 0.0012269446879845649 0.001815850730911903 0.0010004909001183112 0.0011007560728157392 0.0017594414470673524 0.0010437542496219447
leaf_count=627 820 357 397 301 546 243 154 323 142
internal_value=0 5.22147e-05 8.885e-05 4.47651e-05 0.000111393 0.00038756 3.84689e-06 0.000105525 -0.000129938
internal_weight=0 0.0113892 0.0103709 0.00932017 0.00794724 0.00222744 0.0057198 0.00461905 0.0028032
internal_count=3910 3283 2926 2529 1709 544 1165 1011 465
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=10
num_cat=0
split_feature=484 48 48 51 2 2 2 0 51
split_gain=0.000130785 6.13357e-05 9.85665e-05 5.97406e-05 9.07847e-05 9.64665e-05 6.32268e-05 7.37028e-05 5.79517e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 0.086875000000000022 -0.099024999999999988 -0.066709999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00067825472015161812 0.00033854729975792136 -0.00040472476528820658 0.00064407800465984951 -0.00035498947787136677 0.00053886169062297457 -0.00049230243097828682 0.00042059734997219281 9.5497006840341306e-05 -0.00052093191095647332
leaf_weight=0.0010214135273937221 0.0013144371478045597 0.0010233787813287111 0.0011344429044947294 0.0013171737717566261 0.0014553430873103122 0.0012515228757563404 0.0017325468133487678 0.0010754375183396744 0.0012893227542659586
leaf_count=627 142 137 215 334 390 269 716 143 937
internal_value=0 5.36293e-05 9.80058e-05 3.23527e-05 9.51956e-05 -1.70672e-06 0.000111749 -3.36892e-05 -0.000240594
internal_weight=0 0.0115936 0.0105702 0.00943578 0.00811861 0.00666327 0.00541174 0.0036792 0.00236476
internal_count=3910 3283 3146 2931 2597 2207 1938 1222 1080
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=9
num_cat=0
split_feature=124 151 49 51 2 4 1 12
split_gain=1.53272e-05 2.22667e-05 4.98499e-05 7.76082e-05 5.55318e-05 8.0698e-05 0.000105327 0.000104032
threshold=-0.061329999999999989 -0.084129999999999996 0.0062100000000000011 0.08955500000000001 0.11260500000000001 -0.08422499999999998 0.090905000000000014 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=0.011507826993428666 -0.0151356005029166 -0.022993170753577107 0.020958748098685781 -0.02775569342825783 0.021000535632571898 0.025963022728927417 -0.026719601051997069 0.014875276451930514
leaf_weight=0.0010394218482078959 0.001034428056288529 0.0014393426643742324 0.001036672566870931 0.0010428032215009497 0.0012057794717670739 0.001458837516577164 0.001338106961970776 0.0010920028324452324
leaf_count=310 354 574 630 315 282 966 351 128
internal_value=0 -0.00127282 0.000392009 -0.00242195 0.00162119 -0.00276431 0.00472261 -0.00802838
internal_weight=0 0.00964797 0.00861355 0.00757687 0.00653407 0.00532829 0.00388895 0.00243011
internal_count=3910 3600 3246 2616 2301 2019 1445 479
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=10
num_cat=0
split_feature=11 3 159 49 52 15 3 160 3
split_gain=3.7702e-05 5.8836e-05 4.92785e-05 6.75299e-05 5.07033e-05 0.00011437 4.52308e-05 4.36677e-05 4.20413e-05
threshold=0.081130000000000022 -0.13927999999999999 0.090705000000000022 -0.006494999999999999 0.11401500000000002 -0.017214999999999998 -0.0038649999999999999 0.085065000000000016 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3 -7
right_child=-2 2 -4 4 -6 8 -8 -9 -10
leaf_value=0.00044096809130696435 -0.00036081463347394755 -0.00038812904680391293 -0.00042752696073789865 0.00024927730927703286 -0.00021938416102154732 0.00026550929599416807 -0.00029776885661612375 9.9861906209312544e-05 0.00078181933248343142
leaf_weight=0.0012179754791656712 0.0010134541519151658 0.0019093434121378499 0.0010038741151036099 0.0010089358875989582 0.0011437033954165106 0.0011456516134525914 0.0013703293902931767 0.0011177255471803886 0.0012880313213116698
leaf_count=169 230 439 421 656 463 1092 189 162 89
internal_value=0 3.41075e-05 -1.55087e-05 3.05317e-05 0.00015172 0.000239905 -6.5792e-05 -0.000207942 0.000538767
internal_weight=0 0.0112056 0.00998759 0.00898372 0.00595665 0.00481295 0.00237927 0.00302707 0.00243368
internal_count=3910 3680 3511 3090 2489 2026 845 601 1181
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 3 0 2
split_gain=3.36959e-05 8.49681e-05 7.66628e-05 7.82767e-05 0.000149624 8.22756e-05 7.81468e-05 6.33605e-05 5.74738e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.066689999999999985 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00058166822326751225 -0.00032795541174680348 0.00053837110310146795 -0.00051428757347396373 0.00081700508682020271 -0.00016014580605689321 -0.0004275100496699508 0.00052553327257760319 0.00025318681905661959 5.8669996902623992e-05
leaf_weight=0.0011660909664627248 0.0010789947859111823 0.0011550995639379559 0.001089445303259798 0.0012298637666111898 0.0011810188123620186 0.0018309965741942717 0.0010792823150997943 0.0013679186153692314 0.0010019490978557732
leaf_count=714 161 279 352 322 101 456 107 152 1266
internal_value=0 3.49973e-05 -2.34597e-05 3.69132e-05 0.000338328 -7.58156e-05 6.37115e-05 -7.72505e-05 -0.000285739
internal_weight=0 0.0111017 0.00994657 0.00885712 0.00241088 0.00644624 0.00461524 0.00353596 0.00216804
internal_count=3910 3749 3470 3118 423 2695 2239 2132 1980
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 3 0 2
split_gain=5.29683e-05 8.44745e-05 6.22628e-05 6.15628e-05 0.000116431 7.61823e-05 7.34612e-05 5.47186e-05 6.2349e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.066689999999999985 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00058961683476668986 -0.00041640031046549542 0.00054710641718635729 -0.00046858348925870886 0.00073556159624039357 -0.00013687482189141071 -0.00041003093302896678 0.00052579752927622988 0.00024408786504018682 8.6640797147006441e-05
leaf_weight=0.0010917740885939152 0.0010715379683064333 0.0011332984567018938 0.001053961686621952 0.0011962002498586031 0.0011569014669668559 0.0017685816126138554 0.0010450206632799941 0.0013236599974557062 0.0010081976532640661
leaf_count=630 161 279 352 322 101 456 107 152 1350
internal_value=0 4.0705e-05 -1.88021e-05 3.63823e-05 0.000306629 -6.55726e-05 7.07554e-05 -6.81405e-05 -0.000264945
internal_weight=0 0.0107776 0.0096443 0.00859034 0.0023531 0.00623723 0.00446865 0.00342363 0.00209997
internal_count=3910 3749 3470 3118 423 2695 2239 2132 1980
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 52 52 4
split_gain=3.90283e-05 9.2044e-05 5.84843e-05 8.13408e-05 0.000134805 7.69952e-05 7.47236e-05 0.000118023 5.00293e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.084240000000000023 -0.088354999999999989 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00034427676234350567 -0.00034634706442389482 0.00056737050254320593 -0.00045413105408110969 0.00080146324376151638 -0.00012696824193203702 -0.00042738448361114516 -0.00039016578506318822 0.00068639293774712677 0.00010990262314420511
leaf_weight=0.0010723288827260251 0.0010937209168555969 0.0011481492663773926 0.0010610459925267544 0.0012106354997292925 0.0011945390053843437 0.0017919413763913018 0.0011084421081159349 0.0013539472731447675 0.0010108739151105887
leaf_count=409 161 279 352 322 101 456 840 708 282
internal_value=0 4.2104e-05 -1.94117e-05 3.33474e-05 0.000340354 -8.31656e-05 5.25308e-05 0.000195295 0.000439965
internal_weight=0 0.0109519 0.00980375 0.00874271 0.00240517 0.00633753 0.00454559 0.00343715 0.00236482
internal_count=3910 3749 3470 3118 423 2695 2239 1399 990
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=11
num_cat=0
split_feature=484 1 51 12 2 2 3 12 1 16
split_gain=0.000138925 7.70251e-05 7.43203e-05 8.21124e-05 5.77333e-05 0.000122575 0.00020794 9.05472e-05 8.38898e-05 7.86573e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.10852500000000001 0.086650000000000019 0.10679500000000001 0.11818000000000002 0.090840000000000018 0.095575000000000007 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 9 -4 -6
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00070070900602069554 0.00045687909995936629 0.00057159051481788252 -0.00058326699995758997 -0.00053756876735113618 0.0005374299306275406 0.00028426595314930006 -0.00077285743519772872 0.00084573379474562477 0.00013481956824232125 -0.00023271458709306453
leaf_weight=0.0010129845338677822 0.0012540825883490822 0.0010174029612109456 0.0012862923032308411 0.0011696926386936821 0.0010025002810873361 0.0016686451001915953 0.0012522876767607216 0.0010901157477865436 0.0012175278382831395 0.0010375582219026721
leaf_count=627 367 216 889 188 203 296 104 360 247 413
internal_value=0 5.54657e-05 7.63608e-06 -5.02981e-05 1.63251e-05 0.000119939 -0.000168953 0.00038952 -0.000234084 0.00014574
internal_weight=0 0.0119961 0.0109787 0.00972462 0.00855493 0.00605111 0.00292093 0.00313017 0.00250382 0.00204006
internal_count=3910 3283 3067 2700 2512 1376 400 976 1136 616
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=10
num_cat=0
split_feature=484 15 4 1 3 2 3 3 43
split_gain=0.000109787 4.72937e-05 4.81896e-05 9.04305e-05 0.000103474 0.00012036 5.95701e-05 5.14303e-05 3.17781e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.15333499999999997 0.083370000000000014 0.11265500000000002 0.087995000000000004 -0.074234999999999982 -0.115685 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 8 5 6 -5 -3 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00061866107362129705 0.00041651012286707544 0.00055817822619911943 -0.00016684704582329513 0.0002679751958073952 -0.00045780020284349354 0.00058470292225810071 -0.00031649237414452811 1.1587258713383076e-05 -0.00065344333210755367
leaf_weight=0.0010091407325800066 0.0012456363089953107 0.001124826556619659 0.0010007774438611692 0.0011747615807383418 0.0011763410459316214 0.0018234250448944628 0.0015617766284751551 0.0016079492013164644 0.0010652339892803808
leaf_count=627 278 147 575 473 142 249 226 184 1009
internal_value=0 5.52095e-05 1.24904e-05 -6.59929e-05 6.06923e-05 0.000194449 -6.55878e-05 0.000236567 -0.000417736
internal_weight=0 0.0117807 0.0105351 0.00780232 0.0057363 0.00455996 0.00273654 0.00273278 0.00206601
internal_count=3910 3283 3005 2674 1090 948 699 331 1584
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 2 0 16 48
split_gain=0.000126292 4.52217e-05 6.32178e-05 7.70947e-05 7.92922e-05 7.28128e-05 5.00729e-05 4.8161e-05 4.75574e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 0.11125500000000001 -0.074249999999999997 -0.096824999999999981 0.082070000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 -2 -7
right_child=1 -3 -4 5 6 8 -8 -9 -10
leaf_value=-0.00067382324031993435 0.00017405738844061705 0.00035836737454547109 0.00034299294082152596 -0.00074502942288858399 7.2354756101202189e-05 0.00016480402151815312 0.00066801788897384595 -0.00037104570856061689 -0.00041867578745112012
leaf_weight=0.0010019079896691667 0.001058768197234532 0.0015965227426851603 0.0017178556592558425 0.0010050242123495466 0.0011159255852353448 0.0011566073264972093 0.001056032022661552 0.0015146066683745093 0.0010026283131070641
leaf_count=627 191 522 193 262 678 308 129 904 96
internal_value=0 5.2736e-05 2.05309e-06 -7.19944e-05 8.60823e-05 -0.000309057 0.000361973 -0.000146773 -0.000106131
internal_weight=0 0.011224 0.00962745 0.00790959 0.00474533 0.00316426 0.00217196 0.00257337 0.00215924
internal_count=3910 3283 2761 2568 1902 666 807 1095 404
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=9
num_cat=0
split_feature=132 42 160 43 2 15 4 3
split_gain=1.64058e-05 3.27986e-05 5.25408e-05 4.84023e-05 5.13468e-05 8.10205e-05 7.23459e-05 0.000108597
threshold=0.078465000000000021 -1.0000000180025095e-35 -0.082234999999999989 0.083940000000000015 0.084235000000000018 -0.064869999999999983 0.0057500000000000008 0.11265500000000002
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=-0.017338453175585855 0.012161586421998685 -0.020646493090318335 0.0024787882363384328 -0.014189685975851615 -0.013556385131004945 0.040135410117878856 0.034538754019255109 -0.010340215774410161
leaf_weight=0.0011242375367366301 0.0010029950211689733 0.0010088729956197933 0.0012983976344197947 0.0012730634206474115 0.0019448895409261407 0.0010203875770754532 0.0011250323447871517 0.0010354043127743214
leaf_count=868 403 586 240 166 895 389 249 114
internal_value=0 -0.00126438 0.00081131 0.0036238 0.00715389 0.0190497 0.000434859 0.0130302
internal_weight=0 0.00983029 0.00870605 0.00769717 0.00642411 0.00231879 0.00410533 0.00216044
internal_count=3910 3507 2639 2053 1887 629 1258 363
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=10
num_cat=0
split_feature=48 2 474 160 42 0 47 16 1
split_gain=5.15337e-05 6.88051e-05 5.30573e-05 0.000110149 5.00904e-05 6.45701e-05 8.72056e-05 9.71154e-05 7.012e-05
threshold=0.12474000000000002 0.11542500000000001 0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.012625000000000003 0.090280000000000013 -0.110495 0.088135000000000005
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=-0.00058939714497307778 -0.00042885346474740656 0.00041917564498848378 0.00040082685433759759 -0.0003452668734370235 0.00080425221890190125 -0.00024032586634955302 -0.00024434469374426664 0.00045872070657414449 -0.00026052533346819262
leaf_weight=0.0013561552434118761 0.001007688001002695 0.0015395591899925913 0.0010013535700765875 0.0012176206510800163 0.001255615738151973 0.0016666594621691103 0.0011921399030156597 0.0010879564798638732 0.0010002484439227679
leaf_count=805 139 470 364 796 205 170 136 511 314
internal_value=0 3.38837e-05 -2.67826e-05 -7.55712e-05 1.83379e-05 8.97162e-05 0.000210984 0.000373318 0.000114202
internal_weight=0 0.0113173 0.00977775 0.0087764 0.00742024 0.00620262 0.00453596 0.00334382 0.0020882
internal_count=3910 3771 3301 2937 2132 1336 1166 1030 825
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=11
num_cat=0
split_feature=484 41 150 3 1 2 2 0 52 4
split_gain=0.000123599 3.99253e-05 7.84317e-05 0.000120692 5.40231e-05 0.000181257 0.000111955 4.72141e-05 4.13074e-05 6.10237e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.10521500000000002 0.10325000000000002 0.093815000000000009 -0.10131499999999999 -0.021309999999999996 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -6 -10
right_child=1 -3 -4 4 8 -7 -8 -9 9 -11
leaf_value=-0.00065277468172203099 0.00066002039181385522 -0.00032242811736848259 -0.00040690868806998059 0.00016782785491201976 0.0005098015133291852 -0.00080156352329372729 0.0006670952082819218 -0.00035226809664382953 -0.00027778038989871508 0.00039868878095361565
leaf_weight=0.0010664428040465359 0.0014449551345294661 0.0010397553390977593 0.0011367318719405209 0.0013298349503842646 0.0012972671232881119 0.0010658312166667524 0.0010251339920048816 0.0013546532412285787 0.0010184940469865787 0.0010323947628589555
leaf_count=627 229 191 142 146 248 309 285 1427 99 207
internal_value=0 4.43979e-05 8.0026e-05 0.000137873 4.49982e-05 -8.88894e-05 0.000115873 -9.46243e-05 0.000235961 6.27467e-05
internal_weight=0 0.0117451 0.0107053 0.00956856 0.00812361 0.00477545 0.00370962 0.00268449 0.00334816 0.00205089
internal_count=3910 3283 3092 2950 2721 2167 1858 1573 554 306
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=7
num_cat=0
split_feature=0 1 39 48 16 51
split_gain=1.89756e-05 4.53147e-05 3.00743e-05 4.33154e-05 0.000106561 6.67481e-05
threshold=0.055865000000000005 0.076710000000000014 0.005105000000000001 0.11339500000000001 -0.09601999999999998 -0.0084849999999999978
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=-0.017110505161658331 0.0090677980512381615 0.020538670728291533 0.01500867260272909 -0.0198246238269408 0.0061217563300238215 -0.023780843509938757
leaf_weight=0.0016165323463750445 0.0018921324790769937 0.001947688154649907 0.0013272086197094364 0.0010739396733120271 0.0014275026867357366 0.0015647321664646928
leaf_count=1921 255 320 348 105 332 629
internal_value=0 -0.00195358 0.00138403 -0.00162281 0.00233427 -0.00951524
internal_weight=0 0.0089576 0.00734107 0.00601386 0.00493992 0.00299223
internal_count=3910 3655 1734 1386 1281 961
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=10
num_cat=0
split_feature=484 48 48 51 1 2 13 3 1
split_gain=0.000137213 4.54343e-05 9.23263e-05 5.58151e-05 4.59227e-05 0.000113405 0.00012905 9.64824e-05 4.46195e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 -0.09021499999999999 0.11198000000000001 0.10393500000000001 -0.094679999999999986 -0.077894999999999978 0.089895000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00070218726172607815 0.00036759186464732635 -0.00034377023477205344 0.00062933584341429301 0.00066439712220837358 0.0002432415229114663 -0.00054427412864694973 -0.00058322548642804112 0.00041067616938566246 -0.00017020187189448077
leaf_weight=0.0010011213590989517 0.0015610485897702446 0.0010010967334673415 0.0011050101703720767 0.0010082629765989317 0.0017184191650790413 0.001725412388132945 0.001188484287728447 0.0010159712116448736 0.0010176700626862915
leaf_count=627 373 137 215 164 350 313 1263 245 223
internal_value=0 5.50864e-05 9.37019e-05 2.96127e-05 -3.91373e-05 -0.000120612 5.2184e-05 -0.000139389 0.000119995
internal_weight=0 0.0113414 0.0103403 0.00923527 0.00767422 0.0059558 0.00423039 0.00322213 0.00203364
internal_count=3910 3283 3146 2931 2558 2208 1895 1731 468
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=10
num_cat=0
split_feature=1 123 16 49 2 457 4 12 52
split_gain=4.7443e-05 5.56168e-05 6.27335e-05 6.75196e-05 9.16926e-05 0.000112809 0.000125986 7.00642e-05 7.58874e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 0.113945 0.041935000000000007 0.074650000000000008 0.096055000000000015 0.071660000000000015
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=-0.00051283029256438551 0.00038840353297131975 0.00035536471737147868 -0.00050350900743302714 -0.00027513094422031761 -0.00043910389967288804 0.00070698576049139017 0.00052743669721822537 -0.00060976388879980517 0.00033919913021333289
leaf_weight=0.0011907711659060608 0.0010737747798568757 0.0012062346763584654 0.0010408138138448481 0.0018309058474379734 0.00134474962869919 0.0010652216942440727 0.0013646792591641777 0.0010056319930903104 0.0013380692372525495
leaf_count=136 225 276 182 1126 322 169 179 480 815
internal_value=0 -4.2745e-05 -8.99134e-05 -3.38963e-05 2.75911e-05 0.000122615 1.0239e-05 -0.000158833 -1.5736e-05
internal_weight=0 0.0113871 0.0101808 0.00899007 0.00794926 0.00660451 0.00553929 0.00417461 0.00316898
internal_count=3910 3685 3409 3273 3091 2769 2600 2421 1941
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=9
num_cat=0
split_feature=1 376 12 47 2 2 12 151
split_gain=4.66231e-05 5.42108e-05 4.72213e-05 6.51227e-05 5.29418e-05 7.07101e-05 7.00251e-05 6.13254e-05
threshold=0.13662500000000002 0.048375000000000008 0.098845000000000016 0.086425000000000016 0.11462500000000002 0.10113500000000002 0.090385000000000007 -0.0074049999999999993
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=0.00029951240490146971 0.00039004741016388319 0.00038581100949313144 -0.00037790139067385718 -0.00036527687223698375 0.00044928238281400989 -0.00037577062214938479 0.00055302963010930427 -0.00028244892645413333
leaf_weight=0.0012061426331605382 0.0010591822456865419 0.0010385366299083864 0.0017452995260063041 0.0016977524253135043 0.001141867066430895 0.0015095264133401665 0.0010639877287487711 0.001646488257939312
leaf_count=295 225 173 542 349 221 317 546 1242
internal_value=0 -4.06e-05 -8.48355e-05 -2.29552e-05 6.55309e-05 -1.5225e-05 0.000123735 -3.63854e-05
internal_weight=0 0.0110496 0.0100111 0.00826576 0.00656801 0.00542615 0.00391662 0.00285263
internal_count=3910 3685 3512 2970 2621 2400 2083 1537
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=8
num_cat=0
split_feature=0 49 457 15 15 16 0
split_gain=1.54675e-05 3.8459e-05 6.03151e-05 4.46779e-05 8.02678e-05 6.10927e-05 7.29162e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 -0.017214999999999998 1.0000000180025095e-35 -0.055679999999999993 -0.10783
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=-0.018218380966389058 0.0081480469272670903 -0.013735246829301643 0.02072088751416637 0.02768539462670069 -0.010155894013993218 -0.023988840045033284 0.02036958754459461
leaf_weight=0.0012280196056965349 0.0019036935191402886 0.0014958205954018592 0.0012739137273904541 0.0010963634166200682 0.0011469536036427439 0.001672449733029162 0.0010791621922294707
leaf_count=256 255 276 268 302 1369 719 465
internal_value=0 -0.00177416 0.000826569 -0.00307801 0.00833806 -0.0091075 0.000557916
internal_weight=0 0.00899268 0.00776466 0.00649075 0.00224332 0.00424743 0.00257498
internal_count=3910 3655 3399 3131 1671 1460 741
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=9
num_cat=0
split_feature=1 376 12 159 15 2 2 4
split_gain=5.05614e-05 5.98412e-05 4.62598e-05 6.54021e-05 7.62057e-05 4.72694e-05 0.000117133 3.704e-05
threshold=0.13662500000000002 0.048375000000000008 0.098845000000000016 0.090705000000000022 -0.095799999999999982 0.10113500000000002 0.086650000000000019 0.25367000000000006
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=-0.00065038867820451361 0.0002881370790583129 0.00028389099716221843 -0.0004992887117946385 -0.00061156555918620375 -0.00018105148808330942 -0.00020693460410014014 0.00056270175723516995 -0.00014676799573857705
leaf_weight=0.0010625915161596687 0.0010349535743774266 0.0010357202621641371 0.001765756775737354 0.0010333406059452087 0.0016315865252738931 0.0017853182703725084 0.0016248606224564183 0.0011905356086241931
leaf_count=282 225 173 542 340 1053 363 799 133
internal_value=0 -0.000164956 -0.000211011 -0.00014989 -8.44925e-05 4.948e-05 0.000190057 -0.000384279
internal_weight=0 0.0111297 0.010094 0.00832823 0.00729489 0.00504177 0.00325645 0.00225313
internal_count=3910 3685 3512 2970 2630 2215 1852 415
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=8
num_cat=0
split_feature=132 42 160 15 15 1 15
split_gain=1.667e-05 3.02097e-05 4.55457e-05 5.91251e-05 5.48068e-05 5.78734e-05 7.32761e-05
threshold=0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002 -0.095799999999999982
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=-0.016833607751672124 0.012124087164038209 -0.012688597675444667 -0.0013769514913960711 0.024634552944851312 -0.014202116640663684 -0.0069366621615570183 0.035997426037117995
leaf_weight=0.0011237566003176073 0.0010043299910401171 0.0019962993879511122 0.0010094303324587517 0.0011998430438440082 0.0017982160682324042 0.0016594602887858509 0.0010921608098408222
leaf_count=868 399 953 164 620 311 299 296
internal_value=0 -0.0013983 0.000582818 0.00450252 0.000157476 0.00702302 0.0180459
internal_weight=0 0.00987917 0.00875541 0.00675911 0.00555927 0.00376105 0.00210159
internal_count=3910 3511 2643 1690 1070 759 460
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=8
num_cat=0
split_feature=43 1 43 12 3 52 2
split_gain=1.58215e-05 4.08366e-05 8.13471e-05 3.28029e-05 0.000100767 5.87467e-05 6.08562e-05
threshold=-0.18906999999999999 0.085835000000000009 0.052855000000000006 0.090480000000000019 -0.0038649999999999999 -0.074484999999999982 0.113945
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7
right_child=1 3 -4 -5 5 6 -8
leaf_value=0.0096160929143149238 -0.025239737594293224 0.033418571531304841 0.0074134630300663881 -0.0098603342074417896 -0.019966470378091145 0.020989133410353394 -0.010126879963181052
leaf_weight=0.0014431544096562008 0.0017518779141348223 0.0011123105744262961 0.0013515287143809314 0.0015099391562712876 0.0011252824223609466 0.0014447692304650614 0.0011125680257295591
leaf_count=261 1699 519 348 557 145 182 199
internal_value=0 -0.00162882 -0.0110193 0.0029934 0.00704109 -0.000926055 0.00745213
internal_weight=0 0.00940828 0.00310341 0.00630487 0.00479493 0.00368262 0.00255734
internal_count=3910 3649 2047 1602 1045 526 381
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=12
num_cat=0
split_feature=484 1 150 474 3 15 12 2 2 2 43
split_gain=0.000209649 0.00012011 9.68911e-05 6.77311e-05 5.95679e-05 0.000121172 5.47993e-05 7.56794e-05 0.000145947 8.59163e-05 5.3139e-05
threshold=-0.0043499999999999988 0.13662500000000002 0.11398500000000002 0.084655000000000022 -0.10628499999999998 -0.016339999999999997 0.098595000000000016 0.086875000000000022 0.10836000000000003 0.096540000000000015 -0.028814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 10 9 -9 -6
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00086499324612883931 0.00074406337309430057 0.00068633615383222729 -0.00053579460576755669 0.00053753552545175048 1.3219942839415866e-05 -9.8406312504802207e-05 -0.00049258019058475734 0.00010957165273041045 -0.00028141120909295109 0.00091588614089201949 -0.0006147017844578234
leaf_weight=0.0010177547571863276 0.0011334853024536711 0.0010768891462285294 0.0011601651355685064 0.0010350834071247974 0.0010042434766749288 0.001559381828132055 0.0010838406471744165 0.0010283004484341451 0.0016168157372898669 0.0010042757840122655 0.0010705019114810319
leaf_count=612 119 216 138 275 418 240 327 566 234 196 569
internal_value=0 5.97094e-05 2.01424e-06 6.12351e-05 9.34389e-06 0.000256207 -8.83018e-05 -1.17535e-05 0.000158241 0.000507964 -0.000310767
internal_weight=0 0.012773 0.0116961 0.0105359 0.00950085 0.00269287 0.00680798 0.00572414 0.00364939 0.00203258 0.00207475
internal_count=3910 3298 3082 2944 2669 359 2310 1983 996 762 987
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=9
num_cat=0
split_feature=1 52 0 4 16 15 13 2
split_gain=1.6106e-05 4.77381e-05 4.44381e-05 6.7e-05 5.64198e-05 3.75553e-05 3.465e-05 6.39117e-05
threshold=0.11235500000000002 -0.014099999999999998 -0.23029999999999998 -0.0021099999999999995 -0.27337499999999998 -0.13578499999999996 -0.084184999999999996 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -3 -4 -8
right_child=1 5 3 4 -6 -7 7 -9
leaf_value=0.014677705213363694 0.023221731289151941 -0.016642422562888257 -0.010745382585018223 -0.0037999614372883025 -0.035348686852353879 0.0095925282498559999 0.027261095534409082 -0.0044057205877434148
leaf_weight=0.0012403574743473089 0.0010573728457343667 0.0010228785978174688 0.0014614212574943935 0.0011173511571035365 0.0011505340939630831 0.0011695108869576513 0.0010724914219984046 0.0015708155955222536
leaf_count=122 251 232 629 228 563 148 791 946
internal_value=0 0.00576947 -0.00263983 -0.0060105 -0.0198051 -0.00264762 0.00161111 0.00844273
internal_weight=0 0.00324976 0.00761297 0.00637261 0.00226789 0.00219239 0.00410473 0.00264331
internal_count=3910 631 3279 3157 791 380 2366 1737
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=9
num_cat=0
split_feature=15 49 151 42 3 1 2 3
split_gain=1.68234e-05 3.36972e-05 5.89893e-05 5.6653e-05 5.24662e-05 6.59646e-05 6.45121e-05 2.20736e-05
threshold=0.084050000000000014 -0.006494999999999999 -0.024429999999999997 0.091955000000000023 0.092005000000000017 0.095575000000000007 0.11260500000000001 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -3
right_child=-2 3 -4 -5 6 -7 -8 -9
leaf_value=0.0054136760532861733 -0.011600469025676241 0.01567644390467304 -0.024171468395705425 -0.01691996886274074 -0.019147694613700646 0.036052905351819889 0.013211648238910493 -0.0038522520778039929
leaf_weight=0.0014627082461102167 0.0011405400380576714 0.0012811111870913606 0.0012497938187740535 0.0010150818198357229 0.0011996985777112425 0.0011566000907497049 0.0012664550594510171 0.0010558003529875053
leaf_count=438 1330 648 224 393 138 315 150 274
internal_value=0 0.00123972 -0.00821777 0.00491777 0.00863729 0.0165206 -0.00253005 0.00685352
internal_weight=0 0.00968725 0.0027125 0.00697475 0.00595967 0.00349351 0.00246615 0.00233691
internal_count=3910 2580 662 1918 1525 1237 288 922
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=9
num_cat=0
split_feature=484 4 4 1 4 12 2 3
split_gain=0.000110634 5.79375e-05 8.56756e-05 0.000110918 7.94837e-05 6.31113e-05 0.000105567 0.000120605
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.0025899999999999994 0.10333000000000002 0.089910000000000004 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.00062467561395550231 -0.00039722750808968697 0.00048927428113016726 -0.00039431943891040679 0.00055599983620549368 -0.00046904274623451328 0.00043206792941437593 0.00053629453599658033 -0.00030496951792505407
leaf_weight=0.0010235247298093922 0.001025124454423521 0.0017355861322149576 0.0019928994825525103 0.0013581389683006481 0.0016700314623510557 0.001160704931863852 0.0014661771377859878 0.001184477374368336
leaf_count=627 151 180 1585 629 296 96 211 135
internal_value=0 4.78314e-05 9.10033e-05 1.27424e-05 0.000131352 2.61358e-05 -8.29134e-05 0.000160365
internal_weight=0 0.0115931 0.010568 0.00883243 0.00683953 0.00548139 0.00432069 0.00265065
internal_count=3910 3283 3132 2952 1367 738 642 346
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=10
num_cat=0
split_feature=1 376 12 48 12 3 52 52 1
split_gain=4.72968e-05 5.41201e-05 5.22116e-05 8.56313e-05 7.65345e-05 8.72307e-05 6.697e-05 0.000135137 4.70114e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11379500000000002 0.10058500000000002 0.11476000000000001 0.092885000000000009 -0.066329999999999986 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00048741460583822413 0.00039420680576761699 0.00038764066890898394 -0.00026015747120547618 -0.00057370665474125828 -0.00037074650434724911 0.00062654029591587782 -0.00042175813113777593 0.00014243040041182501 0.00069534137833086233
leaf_weight=0.001100136335858942 0.0010549765258449457 0.0010298202403304533 0.0018928654916702437 0.0010049693967115894 0.0014633758107633716 0.0011082566971125328 0.0010501501868639424 0.0010921252943362251 0.0012890605411725582
leaf_count=258 225 173 664 115 456 107 564 921 427
internal_value=0 -4.03614e-05 -8.44338e-05 -3.46255e-05 3.39879e-05 0.000126064 2.18881e-05 0.000130894 0.00044175
internal_weight=0 0.0110308 0.0100009 0.0089008 0.00789583 0.00643246 0.0053242 0.00427405 0.00238119
internal_count=3910 3685 3512 3254 3139 2683 2576 2012 1348
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=7
num_cat=0
split_feature=0 4 43 4 1 16
split_gain=1.58363e-05 4.03534e-05 5.10029e-05 0.000143147 4.06164e-05 3.46812e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.079109999999999986 -0.00027999999999999998 0.095575000000000007 -0.074204999999999979
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=-0.015619945883314874 0.008177481383391293 -0.012827166941229061 0.040461002506757007 -0.018369438471358728 -0.0042025723177076361 0.016856569726285676
leaf_weight=0.0017226217933675979 0.0019035681649932678 0.0018651686685870082 0.0010015660196308314 0.0010718139911821451 0.0019949916836812073 0.0012861748200839176
leaf_count=1385 255 963 368 445 324 170
internal_value=0 -0.00186751 0.00141381 0.00637442 -0.00146847 0.00405234
internal_weight=0 0.00894234 0.00721972 0.00535455 0.00435298 0.00328117
internal_count=3910 3655 2270 1307 939 494
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=9
num_cat=0
split_feature=151 4 52 13 16 1 43 3
split_gain=1.61926e-05 5.08304e-05 5.12023e-05 4.60545e-05 4.35729e-05 3.74757e-05 5.75885e-05 5.65571e-05
threshold=-0.084129999999999996 0.27608500000000008 0.11401500000000002 -0.083514999999999992 -0.014099999999999998 0.089175000000000018 -0.074254999999999988 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.010238628030268447 -0.00023189482652585932 0.017165658477232365 -0.022780609433443264 -0.011327934703793641 0.028306102400023306 0.0044039620593529149 -0.026433724122289809 0.021292802540057779
leaf_weight=0.0013730700646848301 0.0011334702048952571 0.0016781065613185034 0.0010309638607290394 0.0010481124063609069 0.0010133287958093906 0.0010783785170269226 0.0013812369064366524 0.0010782997867874744
leaf_count=423 471 390 547 856 227 219 387 390
internal_value=0 0.00138376 -0.00202742 0.00115041 0.0132386 -0.00450826 -0.0129134 0.00521398
internal_weight=0 0.0094419 0.00776379 0.00673283 0.0021468 0.00458603 0.00245962 0.00212641
internal_count=3910 3487 3097 2550 698 1852 606 1246
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=9
num_cat=0
split_feature=2 3 4 12 1 16 1 12
split_gain=1.64162e-05 8.87698e-05 2.7923e-05 6.27664e-05 5.62002e-05 5.48603e-05 6.24027e-05 6.7679e-05
threshold=0.11462500000000002 0.11818000000000002 0.15045000000000003 0.09364500000000002 0.11215000000000001 -0.094359999999999986 0.090740000000000015 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.021321158032105665 0.029115388869093307 -0.011892478758624501 -0.0092685006784680706 0.024362583880899295 -0.027028690879852893 -0.015143922945135058 0.022582691429118031 0.015555506377312268
leaf_weight=0.0010953091356085591 0.0010163547396718521 0.0010983219686990968 0.0011023100272770986 0.0011175534028335724 0.0010080434975337504 0.0019599902099090754 0.0012495701699663814 0.0011333617129260414
leaf_count=387 408 191 263 80 145 1338 549 549
internal_value=0 0.0078167 -0.00201046 0.00766251 -0.00534148 -0.00132148 0.00372255 -0.00389607
internal_weight=0 0.00211468 0.00866614 0.00221986 0.00644627 0.00543823 0.00434292 0.00309335
internal_count=3910 599 3311 343 2968 2823 2436 1887
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=9
num_cat=0
split_feature=11 49 43 2 160 2 3 16
split_gain=1.84619e-05 3.10593e-05 3.56417e-05 7.19947e-05 4.34793e-05 5.32129e-05 4.71004e-05 2.51592e-05
threshold=0.077330000000000024 0.093425000000000022 -0.049504999999999987 0.093815000000000009 -0.026849999999999995 0.089910000000000004 0.11818000000000002 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 -1
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=0.0077280516066228688 -0.012095166091876212 0.017343959467456999 0.012190447249840679 0.028355420210849816 -0.024830555777502483 0.011074499208034515 -0.015481470001605295 -0.014261906430072011
leaf_weight=0.001042789989228955 0.0011417362813150702 0.0010785493913142248 0.0010860593788129631 0.0011032411149770362 0.0015723702705263479 0.0013936961016802686 0.001282457995689676 0.0010383954060729779
leaf_count=786 279 521 320 382 829 373 133 287
internal_value=0 0.0013561 -0.000668038 0.00770377 -0.00566551 -0.0102301 -0.00165157 -0.00324371
internal_weight=0 0.00959756 0.00851901 0.00318443 0.00533458 0.00424852 0.00267615 0.00208119
internal_count=3910 3631 3110 1455 1655 1335 506 1073
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=10
num_cat=0
split_feature=1 376 12 48 4 16 12 13 15
split_gain=4.98574e-05 3.9594e-05 5.02592e-05 5.96306e-05 7.66605e-05 0.00011244 7.34851e-05 5.2399e-05 4.46357e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 -0.0037349999999999992 -0.006474999999999999 0.095775000000000013 -0.017604999999999999 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -7 -6
right_child=-2 -3 3 -5 6 7 -8 -9 -10
leaf_value=-0.00048683618997541234 0.00039942788455406844 0.00032107573071896855 -0.0006261093233789057 -0.00048560748820484416 0.00012691378649807184 -0.00023556889141290941 -0.0001809655014409663 0.00038092128673141714 0.00060624458889357044
leaf_weight=0.0010595002430749704 0.001063276830666037 0.001027782643973677 0.0013918758488612793 0.0010015992061166547 0.0014819058527324512 0.0010016527734518796 0.0013624738444423619 0.00112586443941383 0.0015059505937227199
leaf_count=258 225 173 1475 120 232 416 283 336 392
internal_value=0 -4.52852e-05 -8.32014e-05 -3.49954e-05 2.23552e-05 -0.000192806 0.000196419 9.06726e-05 0.000368508
internal_weight=0 0.0109586 0.00993082 0.00887132 0.00786972 0.00351939 0.00435033 0.00212752 0.00298786
internal_count=3910 3685 3512 3254 3134 2227 907 752 624
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=8
num_cat=0
split_feature=1 42 160 49 43 52 0
split_gain=1.9488e-05 3.91776e-05 4.6476e-05 7.93132e-05 3.64873e-05 4.66861e-05 7.01325e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.07526999999999999 0.083750000000000005 -0.13027499999999997
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=-0.023655738439967492 0.0098179044481380325 -0.019291525760407619 0.016494956456920184 0.016405308633694042 0.025070451507714381 -0.01814590203828596 -0.0099869564083321996
leaf_weight=0.0014534322916372475 0.0016809409330069578 0.0011338781479674391 0.001490139548092898 0.0014265339424529505 0.0010434649037487386 0.0012436213608074623 0.001259315543076314
leaf_count=471 331 706 412 712 96 556 626
internal_value=0 -0.00190677 0.000583247 -0.00310634 0.0028996 -0.00253305 0.0058987
internal_weight=0 0.00905039 0.00791651 0.00642637 0.00497294 0.0035464 0.00230278
internal_count=3910 3579 2873 2461 1990 1278 722
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=8
num_cat=0
split_feature=3 39 3 0 16 52 16
split_gain=1.73418e-05 6.46074e-05 5.02441e-05 8.59308e-05 6.47092e-05 0.000119362 5.36115e-05
threshold=0.13772500000000001 0.085060000000000011 -0.10628499999999998 -0.083934999999999996 -0.25582999999999995 -0.010284999999999997 -0.25582999999999995
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=0.023520369326733653 0.0094814064549355037 0.020168855279177462 -0.023178323246757126 -0.031523078546848986 -0.011589284765018557 0.032195027909348015 -0.0050911927401326353
leaf_weight=0.001059872312936019 0.0016159531215620805 0.0011702577638251421 0.0010933872969440309 0.0014461516681825736 0.0015661606225191623 0.001033490955427854 0.0017139655119408678
leaf_count=112 239 383 205 1419 462 717 373
internal_value=0 -0.00176172 -0.00500504 -0.0108592 -0.00276745 0.00581716 0.00584117
internal_weight=0 0.00908329 0.00791303 0.00513919 0.00369304 0.00259965 0.00277384
internal_count=3910 3671 3288 2803 1384 1179 485
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=10
num_cat=0
split_feature=1 376 15 2 16 16 48 3 13
split_gain=4.80646e-05 4.82997e-05 5.09361e-05 7.46427e-05 8.607e-05 6.76949e-05 8.54628e-05 5.35848e-05 2.30739e-05
threshold=0.13662500000000002 0.048375000000000008 -0.11739999999999999 0.094400000000000026 -0.012324999999999997 -0.15168999999999996 0.08407000000000002 -0.021064999999999997 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -4 8 -1 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00068057114780027586 0.00039973281714444025 0.00036484563014350192 0.00059120577510530885 -0.00051055846405693875 0.00010728177051737064 -0.00041827575029446611 0.00049049419961460247 -5.7758020307049762e-05 -9.3346317641060434e-06
leaf_weight=0.001007331885095651 0.0010387158304702064 0.001017595485803313 0.0010728527387424574 0.0018560469669049351 0.001626592137478225 0.00100383315088903 0.0010096449494503036 0.0011234398158653084 0.0011249267467369553
leaf_count=260 225 173 147 458 505 1135 156 151 700
internal_value=0 -4.17974e-05 -8.39157e-05 -9.61735e-06 -0.000221992 0.000166013 2.06618e-05 -0.000352196 -0.000202174
internal_weight=0 0.0108423 0.00982467 0.0076939 0.00348264 0.00421126 0.0031384 0.00213077 0.00212876
internal_count=3910 3685 3512 3101 963 2138 1991 411 1835
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=10
num_cat=0
split_feature=484 51 47 12 12 3 1 2 4
split_gain=0.000153658 4.04396e-05 4.81744e-05 4.75637e-05 9.00581e-05 9.36094e-05 0.000125213 0.000109402 3.74152e-05
threshold=-1.0000000180025095e-35 -0.09021499999999999 0.096770000000000009 0.10058500000000002 0.093125000000000013 0.11818000000000002 0.094485000000000013 0.086875000000000022 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00072788740063364397 0.00034549152044492936 -0.00065120951374183231 0.00036527136362133358 -0.00036798935260710149 0.00056612962110630437 -0.00053742988831917817 0.00052200559282599638 0.00037166547163045211 -0.00015752387029596609
leaf_weight=0.0010295990051137427 0.0016646859915859938 0.0011254501301592931 0.0013050220848799332 0.0014114511081956245 0.0010166516556220128 0.001270628747778467 0.0015355820199914397 0.0010362085981508045 0.0010186297509703248
leaf_count=627 402 770 220 352 351 169 372 253 394
internal_value=0 6.31087e-05 1.47448e-05 -3.96184e-05 2.65632e-05 -6.50682e-05 6.22034e-05 -0.000159809 0.000109334
internal_weight=0 0.0113843 0.00971962 0.0084146 0.00700315 0.0059865 0.00471587 0.00318029 0.00205484
internal_count=3910 3283 2881 2661 2309 1958 1789 1417 647
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=9
num_cat=0
split_feature=49 3 16 47 12 52 16 15
split_gain=1.65056e-05 5.64234e-05 4.407e-05 3.50625e-05 3.21697e-05 4.32889e-05 6.16128e-05 0.000121367
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 0.10783500000000001 0.096055000000000015 0.091210000000000013 0.037105000000000006 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.021469509053815269 -0.019771068352103394 -0.0068608812359921972 -0.020771492900851694 0.016545269926419751 -0.018147470843972079 0.017450618247474174 -0.024962213224227023 0.026438467007098138
leaf_weight=0.0013307891592795533 0.0012333483141792742 0.0014902127077173698 0.0010103542340056614 0.0011675234158229578 0.0010643438569010394 0.0011977495516526781 0.0010318809822470933 0.0011811244803206504
leaf_count=350 261 209 534 182 628 477 415 854
internal_value=0 0.00650379 -0.00240908 0.000809537 -0.00253965 0.00121779 -0.00481407 0.0046729
internal_weight=0 0.002821 0.00788632 0.00665298 0.00548545 0.00442111 0.00322336 0.00219148
internal_count=3910 559 3351 3090 2908 2280 1803 1388
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=8
num_cat=0
split_feature=3 39 13 1 2 150 2
split_gain=1.76809e-05 5.08939e-05 4.29119e-05 6.88176e-05 5.60849e-05 5.06875e-05 5.16207e-05
threshold=0.13772500000000001 0.085060000000000011 -0.084184999999999996 0.11593500000000001 0.084235000000000018 0.083205000000000015 0.106035
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=-0.019123943385224912 0.0095620702146764353 0.017709708448424944 0.020785968388161595 -0.022993833295952042 -0.026280427860054429 0.012818533392236819 0.0036811190720621341
leaf_weight=0.0016283745923945355 0.00162126794665451 0.0011672118591746399 0.0014421052173611061 0.0011502414372296186 0.0011690155761788412 0.001358381699244144 0.001131734294999533
leaf_count=860 239 383 654 162 1096 159 357
internal_value=0 -0.0017781 -0.00466475 -0.000898448 0.00408368 -0.00249888 -0.0115424
internal_weight=0 0.00904706 0.00787985 0.00625148 0.00510124 0.00365913 0.00230075
internal_count=3910 3671 3288 2428 2266 1612 1453
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=8
num_cat=0
split_feature=1 12 159 1 3 0 0
split_gain=5.33602e-05 5.62921e-05 7.05188e-05 5.52126e-05 6.39878e-05 7.02395e-05 8.29699e-05
threshold=0.13662500000000002 0.10058500000000002 0.090705000000000022 0.11215000000000001 0.10420500000000001 -0.066689999999999985 -0.13027499999999997
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=0.00020020577179412404 0.00040639676932752091 -0.00035757203477838971 -0.00046855535865358454 -0.00026404140534875864 0.00059480750326825198 0.00037601563228938214 -0.00037369028356693196
leaf_weight=0.0019628490521632251 0.0010951903722839938 0.0018706486047592287 0.0010323639107442722 0.0015150271438585314 0.0010507757281841834 0.0019155521237660183 0.0019119450591254354
leaf_count=283 225 484 365 233 112 289 1919
internal_value=0 -4.69712e-05 1.49156e-05 7.46463e-05 0.000149652 6.88691e-05 -8.29726e-05
internal_weight=0 0.0112592 0.00938851 0.00835615 0.00684112 0.00579035 0.00387479
internal_count=3910 3685 3201 2836 2603 2491 2202
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=9
num_cat=0
split_feature=1 51 12 2 12 150 3 3
split_gain=5.06297e-05 5.05297e-05 7.92614e-05 4.94668e-05 8.47438e-05 8.11106e-05 0.000106446 5.54389e-05
threshold=0.13662500000000002 -0.09021499999999999 0.10058500000000002 0.086650000000000019 0.085185000000000025 0.083435000000000023 0.013395000000000002 -0.040669999999999991
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=0.00032817371484519819 0.0004105093493591913 -0.00057531414052777187 -0.00049618955481232994 0.00017768942011904947 0.00043735813272824874 0.00037217287611212706 -0.0005807748054229068 3.0227315641726735e-05
leaf_weight=0.0012534993276229886 0.0010394456838832737 0.0010952956674772452 0.0015526570123879152 0.0012662216662057725 0.0018009892856047423 0.0011247683470087108 0.0016236019775225687 0.001238632211334107
leaf_count=480 225 1083 402 278 869 223 159 191
internal_value=0 -4.22989e-05 -9.01632e-05 -1.28064e-05 8.39697e-05 -7.45642e-05 -0.000248442 -0.000253949
internal_weight=0 0.0109557 0.00970217 0.00814951 0.00581558 0.00401459 0.00288982 0.00233393
internal_count=3910 3685 3205 2803 1529 660 437 1274
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=10
num_cat=0
split_feature=159 51 484 43 42 0 52 2 4
split_gain=4.58105e-05 4.94598e-05 5.90274e-05 3.46207e-05 4.30224e-05 4.5324e-05 3.50414e-05 8.62285e-05 0.000136938
threshold=-0.034019999999999988 0.094915000000000013 0.084225000000000008 -0.074254999999999988 -1.0000000180025095e-35 -0.076734999999999984 -0.069134999999999988 0.10113500000000002 -0.0010999999999999996
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 6 5 -7 7 -9 -10
leaf_value=-0.00040386056136569424 -0.00023974002038632103 0.00044276897898495773 0.00040855988426089483 -0.00044889837934460302 -4.1523887802552173e-05 0.00052532566360129315 0.0007179137328289344 -0.0004076666036596501 -0.00021705114712241601
leaf_weight=0.0010300083279025955 0.0010077052516543395 0.001006850381444436 0.0011282261284910515 0.001260825661283666 0.0010527373614839671 0.0011185171842728325 0.0010038299724460158 0.0017757860977761441 0.0015055991410671537
leaf_count=520 328 264 378 390 486 207 785 285 267
internal_value=0 2.88207e-05 -1.34786e-05 -6.80522e-05 9.50892e-05 0.000250487 -0.000161564 -7.70224e-05 0.000156957
internal_weight=0 0.0108601 0.00985323 0.008725 0.00317896 0.00217125 0.00554604 0.00428522 0.00250943
internal_count=3910 3390 3126 2748 1021 693 1727 1337 1052
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=9
num_cat=0
split_feature=50 12 160 156 52 12 15 4
split_gain=1.65295e-05 3.28765e-05 5.17083e-05 4.03734e-05 4.44694e-05 4.44484e-05 6.22034e-05 1.94512e-05
threshold=0.084340000000000012 -0.036459999999999992 0.087825000000000014 0.080810000000000007 -0.081429999999999989 0.10058500000000002 -0.038029999999999987 -0.08422499999999998
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=-0.012954979850253718 -0.012216527493971258 0.026768014204231007 -0.016047642623607358 -0.011821420992295767 -0.0044236568708142443 -0.0099345623477392394 0.012446317044110325 0.031738303307042713
leaf_weight=0.0014024153671698221 0.0010133896744441888 0.001235523199618194 0.0011532750221160803 0.0010036405958199161 0.001462675926847028 0.0013464126034574376 0.0010074908424561398 0.0010859663354617949
leaf_count=451 731 327 314 449 388 271 337 642
internal_value=0 0.00120572 0.00359984 0.0067726 0.00981292 0.00553996 0.0113989 0.0224539
internal_weight=0 0.0096974 0.00829498 0.00714171 0.00613807 0.00490255 0.00355613 0.00209346
internal_count=3910 3179 2728 2414 1965 1638 1367 979
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=11
num_cat=0
split_feature=159 51 484 43 42 0 52 16 2 3
split_gain=4.10642e-05 6.83402e-05 5.38026e-05 3.62505e-05 6.21861e-05 6.3523e-05 4.55435e-05 8.45572e-05 5.63723e-05 9.40275e-05
threshold=-0.034019999999999988 0.094915000000000013 0.085515000000000022 -0.074254999999999988 -1.0000000180025095e-35 -0.076734999999999984 -0.069134999999999988 -0.035699999999999989 0.10679500000000001 -0.06717999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 9 -8
right_child=1 -3 -4 6 5 -7 7 -9 -10 -11
leaf_value=-0.00049779705409141637 -0.00041605867510322812 0.00039482925392786249 0.00027914103002204914 -0.00060729448912337795 -0.0001768724463458967 0.00049211686696825859 -0.00056251251700098156 0.0002791310994093769 -0.00070399049299735934 0.00027106521284161827
leaf_weight=0.0010376233502756233 0.0010501286393459573 0.0010154234488703477 0.001055308657163914 0.0012938308727855705 0.0010691154243553844 0.0011146256540566462 0.0010735786870161843 0.0011077966407562704 0.0011203483670135135 0.0010094453807394624
leaf_count=520 335 264 346 407 490 208 819 165 201 155
internal_value=0 -8.95994e-05 -0.000139316 -0.000189277 -2.39608e-05 0.000164593 -0.000284658 -0.000187831 -0.000349316 -0.000158556
internal_weight=0 0.0109096 0.00989418 0.00883887 0.00323387 0.00218374 0.005605 0.00431117 0.00320337 0.00208302
internal_count=3910 3390 3126 2780 1033 698 1747 1340 1175 974
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=11
num_cat=0
split_feature=1 376 12 48 4 16 16 150 52 1
split_gain=3.82969e-05 6.83363e-05 4.22578e-05 6.80004e-05 7.12804e-05 0.000150582 8.66774e-05 7.27204e-05 0.000117239 0.000120093
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 -0.0037349999999999992 -0.006474999999999999 0.16388500000000003 0.087235000000000021 -0.060039999999999989 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -6 -10
right_child=-2 -3 3 -5 7 6 -8 -9 9 -11
leaf_value=-0.00045474578801651163 0.00035327461795913514 0.00044131299924105776 -0.00070848968254281282 -0.00052469616629599006 0.00088050947894300138 0.00054977272325376202 -0.00024701466435261371 -0.000224701761807779 -0.00037993475002377671 0.00056215122691293407
leaf_weight=0.0010879253810088729 0.0010425056078454406 0.0010266547562408053 0.0013357254414356323 0.0010060449011328769 0.0010388970239899103 0.0010042157207198533 0.0010997408768887843 0.0012045161759901444 0.0010792872593113588 0.001004328432153978
leaf_count=258 225 173 1475 120 199 388 364 159 452 97
internal_value=0 -4.01203e-05 -9.02452e-05 -4.50428e-05 1.70881e-05 -0.000193596 0.000133291 0.000184567 0.000342444 7.41623e-05
internal_weight=0 0.0108873 0.00986068 0.00877276 0.00776671 0.00343968 0.00210396 0.00432703 0.00312251 0.00208362
internal_count=3910 3685 3512 3254 3134 2227 752 907 748 549
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=10
num_cat=0
split_feature=376 43 4 12 47 16 16 0 0
split_gain=3.48458e-05 6.38023e-05 6.98562e-05 7.15324e-05 8.11004e-05 6.37336e-05 0.000102517 8.70255e-05 6.31141e-05
threshold=0.084770000000000026 -0.083684999999999996 -0.23071499999999998 -0.0089849999999999982 0.09252500000000001 -0.110495 -0.0072149999999999992 -0.22851499999999997 -0.074514999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 7 -7 -1
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00010813856046845816 0.00034122889299541509 -0.00055564882081380836 -0.00050483747880841236 0.00042307820085817879 -0.00046454743161547979 0.00011109614340256533 0.00041375632458796104 -0.00069446041908266694 0.00050256447564190926
leaf_weight=0.0011685687690823098 0.0010351015972321293 0.0012000177971909836 0.0011068740267452942 0.0018903936841437735 0.001037783708834162 0.0010180751959817419 0.0012555526424957706 0.0010446724462974209 0.001467884808805894
leaf_count=702 136 241 264 376 236 62 476 1154 263
internal_value=0 -3.48033e-05 -0.000117004 -4.54206e-05 3.5988e-05 0.000135715 -2.79922e-05 -0.000296876 0.000231879
internal_weight=0 0.0111898 0.00855337 0.00735335 0.00624648 0.00520869 0.0033183 0.00206275 0.00263645
internal_count=3910 3774 2809 2568 2304 2068 1692 1216 965
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=9
num_cat=0
split_feature=1 376 12 12 51 3 3 15
split_gain=4.24302e-05 7.48896e-05 4.99541e-05 6.73417e-05 5.07702e-05 6.26504e-05 7.01099e-05 5.49238e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.098845000000000016 -0.07174999999999998 0.096385000000000012 -0.115685 -0.094924999999999995
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=-0.000488741356801331 0.00036837120356387966 0.00045391947813895026 -0.0003291127710428543 -0.00038827474327821597 0.00029438627346732403 0.00041283790903136737 0.00012880784926684315 -0.00046237964412326206
leaf_weight=0.0011002302480491661 0.0010592248488523253 0.0010582140654873283 0.0012050292069507567 0.0017742327726155173 0.0016377305631919727 0.0018430787993484708 0.001004702258966839 0.0015156067956230042
leaf_count=258 225 173 473 542 246 180 249 1564
internal_value=0 -4.23041e-05 -9.43953e-05 -4.6082e-05 3.81696e-05 0.00011192 -2.14637e-05 -0.000226707
internal_weight=0 0.0111388 0.0100806 0.00898038 0.00720615 0.00600112 0.00415804 0.00252031
internal_count=3910 3685 3512 3254 2712 2239 2059 1813
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=9
num_cat=0
split_feature=159 51 484 4 2 16 13 15
split_gain=4.29337e-05 5.19653e-05 5.54402e-05 4.2114e-05 5.10028e-05 6.67477e-05 5.52121e-05 3.68887e-05
threshold=-0.034019999999999988 0.094915000000000013 0.084225000000000008 0.28937500000000005 0.10393500000000001 -0.114825 -0.0019849999999999994 -0.088379999999999986
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=-0.00038432320879004542 0.00033007828074976445 0.00045008463617373301 0.0003877581428492308 0.0002220230522098271 -0.00041188198760879141 8.2060970936507244e-05 -0.00010607453668760412 -0.00061558054162013157
leaf_weight=0.0010561847406648723 0.0014313854919883367 0.0010247295243868476 0.0011723669451307204 0.0016062711550266827 0.0018326789170572868 0.0019088370010140279 0.0010385707431824929 0.0011526866695087735
leaf_count=520 226 264 378 315 438 1293 104 372
internal_value=0 2.92782e-05 -1.3236e-05 -6.56429e-05 -0.000128389 -3.44622e-05 -0.000161727 -0.000374095
internal_weight=0 0.0111675 0.0101428 0.00897043 0.00736416 0.00553148 0.00410009 0.00219126
internal_count=3910 3390 3126 2748 2433 1995 1769 476
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=10
num_cat=0
split_feature=484 14 157 1 4 2 2 2 43
split_gain=0.000258032 0.000215396 0.000161432 8.70231e-05 8.7072e-05 9.44708e-05 7.74503e-05 6.6408e-05 6.59387e-05
threshold=-0.0043499999999999988 0.020750000000000005 -0.072409999999999988 0.12864500000000004 -0.0017649999999999999 0.086915000000000006 0.10113500000000002 0.11203000000000002 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -7 -4
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.00094020054171473544 0.0008573962793703802 -0.00080747775568558596 3.3876574944128601e-05 0.00050919302858843437 -0.00057894633717155662 0.00029428054784438711 -0.00015830186688470211 -0.00026204224534389769 0.0006561621894427337
leaf_weight=0.0010657001866523916 0.0010918681752455179 0.0010026148257169338 0.001115440678015057 0.0014624218999182226 0.001577360262046659 0.0015824530461840173 0.0014856858603861656 0.0017233427198521129 0.0015848195558197274
leaf_count=612 389 124 444 269 229 335 301 237 970
internal_value=0 6.45191e-05 0.000139736 6.53318e-05 -6.24221e-06 -0.000184125 0.000201269 4.26419e-06 0.000399104
internal_weight=0 0.012626 0.0116234 0.0105315 0.0090691 0.00488316 0.00418595 0.0033058 0.00270026
internal_count=3910 3298 3174 2785 2516 801 1715 572 1414
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=10
num_cat=0
split_feature=484 15 151 151 47 12 13 0 0
split_gain=0.000136484 5.27461e-05 6.07017e-05 5.87155e-05 7.49905e-05 5.96529e-05 9.1502e-05 8.23312e-05 3.72789e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.086249999999999979 -0.0088999999999999982 0.10783500000000001 -0.0089849999999999982 -0.10241499999999999 -0.053834999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 -8
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00069065054570192452 0.00043344298170364381 0.00046241827917273113 -0.0004143788465245684 -0.00050046208418828625 0.00040605282500919953 0.0004012404557151635 -0.00014935613330987029 -0.00054814312385667433 0.00033445904412247011
leaf_weight=0.0010476137238656239 0.0012228750853144352 0.001000688932882971 0.0014109902627719587 0.001053125924633763 0.0015550376019493484 0.001613068769576404 0.0014559367206912275 0.0013370888652928757 0.0010566976037464
leaf_count=627 278 279 238 189 145 155 190 299 1510
internal_value=0 4.80763e-05 3.12054e-06 -4.5352e-05 1.91624e-05 -7.31698e-05 9.20434e-06 -0.000155062 5.41141e-05
internal_weight=0 0.0117055 0.0104826 0.00948195 0.00807096 0.00651592 0.00546279 0.00384972 0.00251263
internal_count=3910 3283 3005 2726 2488 2343 2154 1999 1700
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=8
num_cat=0
split_feature=3 39 3 4 16 3 16
split_gain=1.67981e-05 4.63533e-05 5.25573e-05 7.89565e-05 6.34475e-05 8.61848e-05 5.20918e-05
threshold=0.13772500000000001 0.005105000000000001 -0.10628499999999998 -0.032604999999999995 -0.057604999999999996 0.096385000000000012 -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=0.023135245868473871 0.0090898705148355127 0.013645067259337616 -0.035381795542208223 -0.033470076684587416 0.011337737702421911 0.0058505450430260571 -0.0048754660882328648
leaf_weight=0.0010691729955309894 0.0016532473998901428 0.0015955716826540484 0.0010715877004740726 0.0012024628292701513 0.001498368034374184 0.0010391518973429381 0.0017516708712610254
leaf_count=112 239 424 1420 497 755 90 373
internal_value=0 -0.00185593 -0.00509644 -0.0114502 -0.00459329 -0.0152421 0.00574132
internal_weight=0 0.00922799 0.00763241 0.00481157 0.00373998 0.00224161 0.00282084
internal_count=3910 3671 3247 2762 1342 587 485
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=8
num_cat=0
split_feature=42 43 49 4 47 16 16
split_gain=1.57872e-05 3.31571e-05 3.6297e-05 6.65321e-05 5.02845e-05 5.86689e-05 8.90282e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 0.090115000000000015 -0.23071499999999998 0.086425000000000016 -0.15168999999999996 -0.0083999999999999995
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=-0.0098973880790400228 0.014532341271550151 -0.027607303793370026 0.015214428967564265 0.021311546996851293 -0.018259664047576188 -0.018404573478065726 0.016222384718391058
leaf_weight=0.0014478661138360672 0.0015800870816891676 0.0010242284362851854 0.0011313054321831131 0.0014692451261603449 0.0011816544266158285 0.0016762412532892561 0.0013329403159492753
leaf_count=1060 581 199 353 298 209 815 395
internal_value=0 0.00132045 -0.0013506 -0.0041542 8.97936e-05 0.00493139 -0.00306629
internal_weight=0 0.0093957 0.00781561 0.00668431 0.00566008 0.00447843 0.00300918
internal_count=3910 2850 2269 1916 1717 1508 1210
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=9
num_cat=0
split_feature=1 376 12 12 51 16 52 48
split_gain=3.75126e-05 6.09882e-05 5.19489e-05 6.2525e-05 5.06812e-05 5.81592e-05 3.94985e-05 6.73997e-05
threshold=0.13662500000000002 0.048375000000000008 0.098845000000000016 -0.0089849999999999982 -0.07174999999999998 -1.0000000180025095e-35 0.084240000000000023 0.086125000000000021
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=-0.00045538214548613849 0.00034496625430621692 0.00040479758927376702 -0.00039325551993753293 -0.00032168391361495183 0.00035494996717012 0.00042149871785437894 -0.00032668423092350324 -0.00021364317646674
leaf_weight=0.0011096551154116804 0.0010732921671439593 0.001077470002846896 0.0017491140559899544 0.0012128443346088227 0.0018199983428037461 0.0017288732987989497 0.001090431989764573 0.0014322995006388968
leaf_count=258 225 173 542 473 771 462 802 204
internal_value=0 -3.87376e-05 -8.58525e-05 -2.17976e-05 4.42512e-05 0.000117349 -3.73489e-06 0.000104544
internal_weight=0 0.0112207 0.0101432 0.0083941 0.00728445 0.0060716 0.00434273 0.0032523
internal_count=3910 3685 3512 2970 2712 2239 1777 975
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=8
num_cat=0
split_feature=52 4 15 160 3 4 4
split_gain=1.63475e-05 4.87973e-05 4.3877e-05 4.01759e-05 4.18769e-05 4.37877e-05 6.16604e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.089594999999999994 -1.0000000180025095e-35 -0.13309499999999996 0.25367000000000006 -0.056579999999999991
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=-0.0075610913509806411 -0.01917276911570244 0.030306799988051216 0.0010571458013178389 -0.014141149609451665 0.011985907599185268 0.020684836839601515 -0.016313932928884747
leaf_weight=0.0016525439495221278 0.0012588308858389949 0.0010150622726467513 0.0010365886320699994 0.00146391012274212 0.001663876328374824 0.001312677700228586 0.0014329680481927601
leaf_count=795 924 176 219 144 990 281 381
internal_value=0 0.00522761 0.0155285 -0.00296097 0.000513648 0.00537887 -0.00110896
internal_weight=0 0.00370419 0.00205165 0.00713226 0.00587343 0.00440952 0.00309684
internal_count=3910 1190 395 2720 1796 1652 1371
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=9
num_cat=0
split_feature=484 159 15 49 15 12 0 4
split_gain=0.000152082 5.5949e-05 7.926e-05 0.000110103 0.000108611 9.76416e-05 7.3055e-05 5.7529e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.006494999999999999 -0.075094999999999981 0.092365000000000017 -0.19631499999999999 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.00071959841030251365 -0.00016950176604963084 0.00038671766108803638 -0.00066717836075811862 -0.00024331466117401683 0.00066420973499533307 -0.00047868062200391251 0.00044846473635895323 0.00025939932646680644
leaf_weight=0.0010573284886163633 0.0012492976390807717 0.0016908944351880168 0.0013075957960609402 0.0018116682323412073 0.0012764169827696441 0.0011398706834671885 0.0017883382915431043 0.0016931190485904948
leaf_count=627 94 522 206 215 285 237 485 1239
internal_value=0 5.62264e-05 1.79344e-06 -0.000181617 0.00016363 1.06797e-05 0.000194312 -4.598e-07
internal_weight=0 0.0119572 0.0102663 0.00481238 0.00545392 0.00417751 0.00303764 0.00350479
internal_count=3910 3283 2761 1660 1101 816 579 1454
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=8
num_cat=0
split_feature=3 1 1 0 47 1 0
split_gain=1.55061e-05 4.21462e-05 4.56007e-05 5.37164e-05 8.20752e-05 5.80378e-05 4.24476e-05
threshold=0.13772500000000001 0.13148500000000005 0.11235500000000002 -0.23029999999999998 0.084545000000000023 0.096230000000000024 -0.071924999999999989
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=0.016130118574675837 0.0087879418523805746 -0.020888761664171571 0.017138367680139658 -0.017821989863589498 0.018882443901400467 -0.033043163145253004 0.0042982205632408664
leaf_weight=0.0012346017640236804 0.0016470869139075051 0.0010224720288892685 0.0013912387440573127 0.0016788666036803507 0.0010079567966928358 0.001068402385535217 0.0017950599460913822
leaf_count=119 239 166 271 1988 311 343 473
internal_value=0 -0.00174768 0.000646021 -0.00273573 -0.00693224 -0.0126606 -0.00639195
internal_weight=0 0.0091986 0.00817613 0.00678489 0.00555029 0.00454233 0.00347393
internal_count=3910 3671 3505 3234 3115 2804 2461
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=10
num_cat=0
split_feature=474 160 42 52 133 151 2 2 15
split_gain=4.02486e-05 7.48739e-05 5.4408e-05 4.46721e-05 8.33575e-05 7.50493e-05 8.83446e-05 0.000205136 8.98791e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.085265000000000021 -0.0088999999999999982 0.086875000000000022 0.11290500000000002 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.00041508980269955184 0.00035318915386416475 -0.00033815222646592141 -0.00028222737088124983 0.00045748238716810465 -0.0004943968021533711 -0.00043768862971781239 0.00092364568273107801 -0.0002026639569578034 0.00036676935354696235
leaf_weight=0.0017422601753398813 0.0010907641063165998 0.0013493495233508684 0.0014049843559768137 0.0010842767866397415 0.0010008452292482551 0.0011398290588235458 0.0015673580215884064 0.0010304374866764556 0.0010045574510795039
leaf_count=927 424 869 233 153 440 118 291 172 283
internal_value=0 -4.11855e-05 2.68027e-05 8.66223e-05 3.03667e-05 0.000115806 0.000233732 0.000476885 -6.08329e-05
internal_weight=0 0.0113239 0.00958164 0.00823229 0.00714801 0.00614717 0.00474218 0.0025978 0.00214439
internal_count=3910 3486 2559 1690 1537 1097 864 463 401
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=11
num_cat=0
split_feature=484 1 12 48 1 2 150 52 2 4
split_gain=0.000113504 6.78682e-05 0.00011638 7.41406e-05 0.000110039 7.54025e-05 7.70317e-05 8.13341e-05 7.98952e-05 5.42123e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.11655500000000001 0.11379500000000002 0.11327500000000001 0.11165000000000001 0.086420000000000011 0.084240000000000023 1.0000000180025095e-35 -0.048489999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00063005378156554795 -8.5574589430012615e-05 0.00053732226804542723 -0.00062626650724251188 -0.00041257344515043882 0.00066099965898728543 -0.00042989752253537472 -0.00033611786007783418 -0.0001464112593402706 0.0002762991321257656 0.00083012858952557285
leaf_weight=0.0010281303594157623 0.0010375196589927044 0.0010018449026111429 0.001021267960760454 0.0010976914033813288 0.0012742362929058721 0.0011260212061361113 0.0011728849235339532 0.0016368934411255952 0.0013551423316532094 0.0013629795025984406
leaf_count=627 440 216 116 118 255 227 244 908 339 420
internal_value=0 4.8587e-05 4.41441e-06 6.84183e-05 0.000127307 3.88908e-05 0.000119292 0.000218344 0.000377322 0.000554012
internal_weight=0 0.0120865 0.0110846 0.0100634 0.00896568 0.00769144 0.00656542 0.00539253 0.00375564 0.00271812
internal_count=3910 3283 3067 2951 2833 2578 2351 2107 1199 759
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=9
num_cat=0
split_feature=3 1 43 151 150 1 3 2
split_gain=1.63829e-05 2.72844e-05 5.84932e-05 4.00827e-05 5.37468e-05 4.55573e-05 4.34987e-05 6.0915e-05
threshold=-0.15464999999999998 0.077800000000000022 0.070805000000000021 1.0000000180025095e-35 0.082085000000000019 0.12864500000000004 0.092005000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3
right_child=1 3 -4 -5 -6 -7 -8 -9
leaf_value=0.010722412626751004 -0.021417764740185939 -0.012893188067561895 0.0083872097955389278 -0.01661659359536578 0.023633821020332249 0.016175832308483778 -0.022413833310015518 0.020020591635108081
leaf_weight=0.0012315348078397693 0.0017026829529969698 0.0012535371883952472 0.0010736614179682462 0.0010032523146611804 0.0012261698477533649 0.0012769803537989715 0.0010918282883411179 0.0010197167264295801
leaf_count=259 1738 660 253 139 233 267 163 198
internal_value=0 -0.0015254 -0.00989165 0.00185489 0.00501284 9.42263e-05 -0.00600842 0.00187099
internal_weight=0 0.00964783 0.00277634 0.00687148 0.00586823 0.00464206 0.00336508 0.00227325
internal_count=3910 3651 1991 1660 1521 1288 1021 858
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=9
num_cat=0
split_feature=47 4 1 1 2 4 0 3
split_gain=1.70608e-05 4.46325e-05 7.68428e-05 5.41775e-05 3.81562e-05 5.67604e-05 6.89333e-05 6.13716e-05
threshold=0.11926500000000002 0.24280000000000004 0.11235500000000002 0.11215000000000001 0.10836000000000003 -0.34687499999999999 -0.070894999999999986 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.02356930964856653 -0.0123836182091197 -0.0040342704309660046 0.030520531272661095 -0.02302968490310817 0.018379836134356876 -0.017658110154976082 0.022942148112339383 0.012270903200968047
leaf_weight=0.0010384103868506661 0.0010278366023689792 0.0013488855905342135 0.0012307477491200552 0.0011254929057960793 0.0010315452854807762 0.0017229181220118498 0.0011831751071520865 0.0011374835028471223
leaf_count=188 145 198 317 217 338 2199 205 103
internal_value=0 0.00115755 0.0124519 -0.00286719 0.000844695 -0.0027146 0.00264099 -0.00575637
internal_weight=0 0.00981866 0.00257963 0.00723903 0.00611353 0.00508199 0.00404358 0.0028604
internal_count=3910 3765 515 3250 3033 2695 2507 2302
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=10
num_cat=0
split_feature=11 43 42 42 13 3 52 4 2
split_gain=4.71039e-05 5.53953e-05 5.64255e-05 5.28358e-05 5.27178e-05 5.90177e-05 0.000101939 6.06778e-05 1.98132e-05
threshold=0.081130000000000022 -0.049504999999999987 -1.0000000180025095e-35 0.087065000000000017 -0.10939499999999998 -0.032959999999999996 -0.072349999999999984 0.10451500000000001 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -7 -8 -3
right_child=-2 4 3 -5 5 6 7 -9 -10
leaf_value=-0.00014884468463892574 -0.00040388571130685721 0.00038177570230376256 0.00072379392599381909 0.00016739530365589105 -0.00055545546396418299 -0.00054050118007755756 0.00039483240786915795 -0.00019793976650312925 7.0579285292534833e-07
leaf_weight=0.0011310126324011521 0.0010237075116953315 0.0010687930921506315 0.0010291337364258548 0.0018105895271975415 0.0011964363228389304 0.0011765832571280915 0.0016049942143042939 0.0011322999712344479 0.0010302004120208356
leaf_count=489 230 131 535 733 1169 160 164 139 160
internal_value=0 3.555e-05 0.000221526 0.000369038 -6.68814e-05 -0.000174341 -5.78373e-05 0.000149628 0.000194744
internal_weight=0 0.01118 0.00397074 0.00283972 0.00720931 0.00511031 0.00391388 0.00273729 0.00209899
internal_count=3910 3680 1757 1268 1923 1632 463 303 291
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=8
num_cat=0
split_feature=51 1 151 13 48 42 0
split_gain=1.58539e-05 3.01657e-05 3.9686e-05 3.18869e-05 7.36348e-05 5.66634e-05 4.66322e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.084129999999999996 -0.13934999999999997 0.091555000000000011 0.084100000000000022 -0.10209999999999998
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=0.0092595201058984743 -0.022820023216816129 0.0096584296891254525 -0.014823933498472384 -0.011069148567116743 0.026341890101938666 -0.022748789817694567 0.014893714664037572
leaf_weight=0.0015473928312080094 0.0010236493981018082 0.0018747480291992843 0.0014201841180124424 0.0012201549792070253 0.0010050563660774104 0.0011427171787518719 0.0015976050610650523
leaf_count=515 353 451 141 208 203 1109 930
internal_value=0 -0.00167355 -0.00454082 -0.0016106 0.00216852 -0.003966 0.0036512
internal_weight=0 0.00928412 0.00740937 0.00638572 0.00496553 0.00396048 0.00281776
internal_count=3910 3395 2944 2591 2450 2247 1138
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=10
num_cat=0
split_feature=48 2 3 15 2 42 150 0 2
split_gain=5.91371e-05 6.74794e-05 8.02335e-05 6.0508e-05 6.57085e-05 8.01086e-05 0.000104863 7.12789e-05 4.14337e-05
threshold=0.12474000000000002 0.11542500000000001 0.13772500000000001 0.079360000000000014 0.10836000000000003 0.085545000000000024 0.086420000000000011 -0.10131499999999999 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00065049364916972983 -0.00045654478398080071 0.00042267689756419211 0.00049257350139545744 -0.00052296492885824022 -0.00047593431766260782 -0.00032992131286238699 -0.00035367293418954682 -0.00014780176199218187 0.00037991966973613883
leaf_weight=0.0015646705052484132 0.0010030894605664803 0.0015328282716873384 0.0010477717302005271 0.0010507561774201471 0.0010525289609440141 0.0015998692705935617 0.0011199616738049251 0.0011821632478811964 0.0011082642036203544
leaf_count=208 139 470 84 1329 162 623 159 336 400
internal_value=0 4.03022e-05 -1.99605e-05 -8.18418e-05 -2.10728e-05 5.17424e-05 0.000174477 0.000327912 0.000107546
internal_weight=0 0.0112588 0.00972599 0.00867821 0.00762746 0.00657493 0.00497506 0.0038551 0.00229043
internal_count=3910 3771 3301 3217 1888 1726 1103 944 736
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=11
num_cat=0
split_feature=1 123 2 150 4 0 12 15 13 15
split_gain=4.67375e-05 6.36472e-05 9.06541e-05 7.67462e-05 8.15826e-05 8.63388e-05 6.46329e-05 6.18697e-05 5.65611e-05 2.53517e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.12547000000000003 0.11118500000000002 0.074650000000000008 -0.11756999999999999 0.093375000000000014 -1.0000000180025095e-35 -0.0019849999999999994 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=4.5088210385056808e-05 0.00038119403405222503 0.00039543310120591392 -0.00065418736063189314 -0.00054139032214936685 -2.6158669094053633e-05 0.00072511763571094933 -0.00046906622667855589 0.00012095175859317505 -0.00049841347996575785 0.00048000508683408233
leaf_weight=0.0010081447281372808 0.0010876041345312193 0.001135701942988186 0.0010010229900896126 0.0010115429536939604 0.001211275655922577 0.0011431767324895006 0.0013555177998417593 0.0010880836114845948 0.0011833970759361663 0.0010540530192822257
leaf_count=306 225 276 176 133 129 171 784 847 319 544
internal_value=0 -4.45667e-05 -9.42582e-05 -3.23598e-05 3.16542e-05 0.000338615 -9.53802e-05 2.15039e-05 -0.000201725 0.000267388
internal_weight=0 0.0111919 0.0100562 0.00905519 0.00804365 0.00235445 0.0056892 0.00433368 0.00227148 0.0020622
internal_count=3910 3685 3409 3233 3100 300 2800 2016 1166 850
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=9
num_cat=0
split_feature=484 159 42 43 15 0 12 2
split_gain=0.000134919 5.77967e-05 6.34436e-05 5.73027e-05 6.53069e-05 9.8633e-05 8.17039e-05 7.1759e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 -0.14839499999999997 -0.03231499999999999 -0.18087499999999998 0.085845000000000019 0.10113500000000002
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=-0.00068026249688752543 -0.00038785855285464156 0.00039758570786312483 0.00050335073138599643 -0.00019063521191027495 8.5178041600118224e-05 0.0007510273826007082 4.7558623236878732e-05 -0.00049993455077091298
leaf_weight=0.0010394262688573812 0.0013889218978905644 0.0016452847336953713 0.0010067820435319006 0.0017840058852274798 0.0016197943399637825 0.0013125590673974379 0.0012292329750599367 0.0016037065861218066
leaf_count=627 841 522 104 145 806 311 333 221
internal_value=0 5.71649e-05 8.46245e-07 6.39453e-05 5.34575e-06 0.000162776 0.000410824 -0.000205918
internal_weight=0 0.0115903 0.009945 0.00855608 0.0075493 0.0043258 0.00254179 0.0032235
internal_count=3910 3283 2761 1920 1816 789 644 1027
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=8
num_cat=0
split_feature=3 39 3 0 49 13 52
split_gain=1.64292e-05 4.50434e-05 4.87247e-05 0.000111976 6.43614e-05 9.32519e-05 4.28622e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.13027499999999997 -0.029304999999999998 0.066010000000000013 -0.066329999999999986
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=0.024347248308688948 0.0090631998584859725 0.013503987316357841 -0.015904432753250035 -0.040725479468274664 0.008388942915700047 -0.027645101718422157 0.010599956436381806
leaf_weight=0.0010109698834920278 0.0016574961226558582 0.0016001245791567647 0.0011503260803997217 0.0010618840650597847 0.0019766523421413211 0.0011280223285250516 0.0012993554873574203
leaf_count=227 239 424 84 554 1915 308 159
internal_value=0 -0.00174999 -0.00495015 -0.013603 0.00243268 -0.00470332 -0.00184602
internal_weight=0 0.00922733 0.00762721 0.00351157 0.00411564 0.00310467 0.00244968
internal_count=3910 3671 3247 797 2450 2223 243
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=8
num_cat=0
split_feature=11 16 3 457 1 4 3
split_gain=1.69893e-05 3.54018e-05 5.96517e-05 5.20159e-05 4.2877e-05 6.03527e-05 3.15299e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.084485000000000018 0.095575000000000007 0.053925000000000008 0.086245000000000016
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=-0.012627861467618046 -0.011546443559115993 0.025606492295854384 -0.013760339675423144 -0.019041774524134743 0.02808323294533038 -0.00041547810021212321 0.0071166030661314597
leaf_weight=0.0015409883845188222 0.0011576328232155908 0.001095796162806059 0.0016000617544544328 0.0011389068229951185 0.001377816879778234 0.0016130796905908537 0.0013203923750189656
leaf_count=394 279 117 2163 204 395 241 117
internal_value=0 0.00127139 0.00390071 0.000527053 0.00429727 0.012713 -0.00432148
internal_weight=0 0.00968704 0.00814605 0.00705026 0.00591135 0.0029909 0.00292045
internal_count=3910 3631 3237 3120 2916 636 2280
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=11
num_cat=0
split_feature=48 2 49 3 2 2 15 1 4 52
split_gain=4.80692e-05 7.30606e-05 5.27806e-05 5.15436e-05 8.18865e-05 0.000101075 6.43697e-05 7.23573e-05 4.23634e-05 3.49052e-05
threshold=0.12474000000000002 0.11542500000000001 0.0037600000000000003 -0.078669999999999976 0.10571000000000001 0.093815000000000009 -0.09547499999999999 0.099595000000000017 0.24280000000000004 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 9 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00064936954271831051 -0.00041615070030827329 0.00042890866843306989 0.00039260428462026785 0.00039708969261597308 -0.00042584620681026256 0.00069262478032061452 -0.00052005757331522015 0.00018203099447507679 5.6060535596511764e-05 -0.00015671987858198517
leaf_weight=0.0012221232458436001 0.0010006811629684484 0.0015416654699046085 0.0010163059817891165 0.0010352121711788044 0.0011636089166712597 0.0010409595299521114 0.001211425776264334 0.0010565944050871141 0.0010188036792811855 0.0010098120827797151
leaf_count=896 139 470 624 158 121 206 339 167 77 713
internal_value=0 3.21969e-05 -3.03715e-05 -7.94519e-05 3.61069e-05 0.000159843 -8.05458e-06 -0.000192978 -0.000275246 -0.000426476
internal_weight=0 0.0113165 0.00977485 0.00875854 0.0055078 0.00434419 0.00330323 0.00226802 0.00325074 0.00223194
internal_count=3910 3771 3301 2677 991 870 664 506 1686 1609
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=10
num_cat=0
split_feature=484 159 12 15 2 15 2 49 4
split_gain=0.000112129 4.75072e-05 6.08146e-05 6.35729e-05 0.000102073 9.70805e-05 8.94033e-05 7.2531e-05 0.000111135
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 -0.03231499999999999 0.10113500000000002 -0.075094999999999981 0.086130000000000012 -0.047894999999999993 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00063200498722209111 0.00041938785439285113 0.00035050938068931876 -0.00045049008416846756 -0.00026916987215992006 -0.00051828314741708876 0.00066404098540402516 0.00048144897425829263 -0.00065239722877611609 0.00020089142619111021
leaf_weight=0.0010316699523992339 0.001228642639024276 0.0016516110804487083 0.0010687239292394212 0.0011876625064470903 0.001620819298033318 0.001259835887540966 0.0012544110652293883 0.0010309498962562252 0.0013622700614437833
leaf_count=627 168 522 123 766 252 266 576 391 219
internal_value=0 4.2401e-05 -8.41888e-06 4.4401e-05 -0.000136797 0.000195207 0.000116398 3.21264e-05 -0.000166688
internal_weight=0 0.0116649 0.0100133 0.00894459 0.00406289 0.0048817 0.00244207 0.00362186 0.00239322
internal_count=3910 3283 2761 2638 1594 1044 1342 778 610
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=10
num_cat=0
split_feature=47 43 52 2 0 52 49 4 43
split_gain=1.77423e-05 4.75844e-05 6.03425e-05 5.18973e-05 6.53691e-05 5.23184e-05 8.73471e-05 0.000111864 2.54427e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 -0.14808999999999997 -0.087094999999999992 -0.029304999999999998 -0.0010999999999999996 0.00093000000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -8 -6
right_child=-2 2 -4 4 8 6 7 -9 -10
leaf_value=0.020548247080174709 -0.011836161396058717 -0.024687698235501435 -0.023818124424261972 -0.0064047138634143802 0.033043328992402969 0.02396582093489719 0.011843303235311917 -0.034978073275569344 0.01079274245104264
leaf_weight=0.0011336758475461806 0.0011513023919828358 0.0010663053872684747 0.0010411007054192522 0.001302997879432314 0.0010566078785870675 0.0010801240994535973 0.0010368924048505129 0.0010047032161158451 0.0010005269733110028
leaf_count=248 179 436 560 141 518 192 1145 325 166
internal_value=0 0.0012922 -0.00124936 0.0018635 0.0111207 -0.0055637 0.000968604 -0.0111983 0.0222213
internal_weight=0 0.00972293 0.00858926 0.00754816 0.00336013 0.00418803 0.00312172 0.0020416 0.00205713
internal_count=3910 3731 3483 2923 825 2098 1662 1470 684
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=11
num_cat=0
split_feature=484 1 376 12 48 12 13 2 13 2
split_gain=0.000111954 8.49523e-05 9.55809e-05 9.75575e-05 0.000153925 0.000110014 9.28447e-05 5.33995e-05 8.28992e-05 7.60657e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11379500000000002 0.10058500000000002 -0.10939499999999998 0.094010000000000024 -1.0000000180025095e-35 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -9
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.00062461117166434188 -0.00062077421730816695 0.00059150755525133397 0.00056652261525921409 0.00070575133661501647 -0.00071260064216970183 -0.00039492881898070835 -0.0001842445251860162 -0.0005329979091106327 0.00051425215268042156 0.00020420447390458686
leaf_weight=0.0010404162918102788 0.0010774794079776049 0.0010053595443627336 0.0010199455473027001 0.0011859333035896995 0.0010147109355383025 0.0014071492749898632 0.0010023008333633304 0.0010008612200497861 0.0018758324495233582 0.0011638743298227616
leaf_count=627 241 216 166 149 96 391 1225 315 317 167
internal_value=0 4.64535e-05 -4.53e-06 -6.44019e-05 4.89678e-06 0.000100242 0.000212106 9.60156e-05 0.000271003 -0.00013664
internal_weight=0 0.0117534 0.0107481 0.00972814 0.00865066 0.00763595 0.0062288 0.00504287 0.00287813 0.00216474
internal_count=3910 3283 3067 2901 2660 2564 2173 2024 1542 482
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=11
num_cat=0
split_feature=484 41 150 133 40 2 4 42 16 47
split_gain=0.000103758 5.09052e-05 8.13653e-05 7.49504e-05 9.06128e-05 8.31718e-05 9.11728e-05 0.00010328 9.48665e-05 9.20943e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 0.087895000000000015 -1.0000000180025095e-35 0.11165000000000001 0.0057500000000000008 0.060615000000000009 -0.008069999999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -8
right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=-0.00061447972525883955 -0.00033516755547375758 -0.00037795983594265508 -0.00041912544983816158 -0.00031280694897671454 -0.00047689464869375811 -8.8588343353568829e-05 0.0011232995105987355 0.00070676161961411271 0.00034699717766945135 0.00032774376091328049
leaf_weight=0.0010112513639793158 0.001029960095174514 0.0010183800574273131 0.0011167336160559883 0.0012187387167410099 0.0010397447580506331 0.0017200958363244884 0.0010743491685763565 0.00101853563030028 0.0011119538724903791 0.0011672482157382424
leaf_count=627 254 191 142 734 535 310 176 577 277 87
internal_value=0 4.05927e-05 8.11977e-05 0.00014076 0.000208486 0.000286998 0.000406375 0.00019237 -5.11242e-05 0.000709036
internal_weight=0 0.0115157 0.0104974 0.00938063 0.00816189 0.00713193 0.00541183 0.00317023 0.0021517 0.0022416
internal_count=3910 3283 3092 2950 2216 1962 1652 1389 812 263
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=9
num_cat=0
split_feature=11 43 42 13 13 3 52 2
split_gain=2.03359e-05 3.68219e-05 5.16994e-05 4.3029e-05 3.27908e-05 5.37524e-05 9.3536e-05 7.21498e-05
threshold=0.079700000000000007 -0.049504999999999987 -1.0000000180025095e-35 -0.062819999999999987 -0.10939499999999998 -1.0000000180025095e-35 -0.072349999999999984 0.10869000000000002
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=-0.0096235577721043419 -0.013693193603542604 0.0078960975643655364 0.0056101415628446033 0.031998052949813595 -0.025701737466539133 -0.026453706164628828 0.028595568909301899 -0.0071463371548261675
leaf_weight=0.0010104836199038214 0.001000056151935355 0.0018614857978176526 0.0014113741410898095 0.0010992234480129838 0.0012303842856342074 0.0010120544369199135 0.0010927169577003536 0.0011689759671992365
leaf_count=486 254 288 993 264 1242 145 135 103
internal_value=0 0.00127064 0.00947623 0.0171637 -0.00326821 -0.00788224 -0.00118507 0.010122
internal_weight=0 0.0098867 0.00352108 0.0025106 0.00636562 0.00450413 0.00327375 0.00226169
internal_count=3910 3656 1743 1257 1913 1625 383 238
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 151 2
split_gain=1.89536e-05 5.22913e-05 3.75917e-05 7.65263e-05 7.54906e-05 7.27567e-05 6.03013e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 -0.072409999999999988 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0043475037744350221 0.020614409809193886 -0.021752195499989455 -0.012855312385473142 -0.033611415332406268 0.0024337981219564068 0.0018783108381012215 0.02964732202754581
leaf_weight=0.0018255965227464803 0.0010050162541969648 0.0013246350810634305 0.0012361109048700282 0.00111121044388929 0.0012177813048177559 0.0015596941046030521 0.0015683210215867752
leaf_count=408 267 1584 197 410 268 520 256
internal_value=0 -0.00662711 0.00258086 -0.000126997 -0.0147641 0.00768436 0.0158011
internal_weight=0 0.00315023 0.00769813 0.00669312 0.00232899 0.00436413 0.00312802
internal_count=3910 1992 1918 1651 678 973 776
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=9
num_cat=0
split_feature=50 484 42 43 2 48 4 52
split_gain=1.62671e-05 4.16513e-05 3.77697e-05 4.82178e-05 8.19179e-05 5.74392e-05 7.47642e-05 5.07608e-05
threshold=0.084340000000000012 0.084225000000000008 -1.0000000180025095e-35 0.083940000000000015 0.113945 0.090910000000000005 0.074650000000000008 -0.066329999999999986
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=-0.017541193355602974 -0.012125790393978899 0.01925186533148876 -0.021741491816769317 -0.016628732139573239 -0.015691946551219957 0.032615401299175367 0.024877007936503683 0.0075205186068913734
leaf_weight=0.0012141948870581362 0.0010164243756612202 0.0011267680765806214 0.0010154384543741668 0.0012283054521465024 0.0014579775053135818 0.001006294917810882 0.0013211688585587156 0.0014243690502480817
leaf_count=813 731 417 407 152 332 194 203 661
internal_value=0 0.0011652 -0.00118598 0.0014783 0.00505101 0.0113948 0.00571702 -0.00465822
internal_weight=0 0.00979452 0.00866775 0.00745355 0.00622525 0.00476727 0.00376098 0.00243981
internal_count=3910 3179 2762 1949 1797 1465 1271 1068
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=11
num_cat=0
split_feature=484 1 376 12 48 12 13 13 2 2
split_gain=0.000108199 7.73476e-05 8.04659e-05 8.83689e-05 9.98647e-05 0.000104895 8.2605e-05 5.56236e-05 9.43239e-05 1.24603e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11379500000000002 0.10058500000000002 -0.10939499999999998 -0.028919999999999998 0.094195000000000015 0.085730000000000015
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=-0.000608790745442775 -0.00058259921903075951 0.00055756454393670837 0.00050153132453392701 0.00065244211804194681 -0.00056367973196930828 -0.00039562316372480417 -0.00028150522874967018 0.00032334612054756175 -0.00012184419917928848 0.00062550882988171705
leaf_weight=0.0010684036711390921 0.0011076290686879335 0.0010246038531019448 0.0010865481865405197 0.0011956565416757527 0.0010498330894109032 0.001454629402803235 0.0012403211653689641 0.0010108107132062113 0.0019095297230518615 0.0010910322348935285
leaf_count=627 241 216 166 149 96 391 1052 371 313 288
internal_value=0 4.20053e-05 -5.38794e-06 -6.01417e-05 4.50322e-06 7.99903e-05 0.000187297 8.13966e-05 0.000193606 0.000480194
internal_weight=0 0.0121706 0.011146 0.0100594 0.00895181 0.00790198 0.00644735 0.00525169 0.00401137 0.00210184
internal_count=3910 3283 3067 2901 2660 2564 2173 2024 972 659
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 3 1 2 1
split_gain=0.00013181 0.00011824 9.04507e-05 8.68557e-05 7.07183e-05 0.000111542 7.0786e-05 0.000127378 9.02172e-05
threshold=0.12675000000000003 0.093225000000000016 0.089005000000000015 0.11462500000000002 0.10393500000000001 0.086245000000000016 0.095575000000000007 0.086130000000000012 0.11899000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.00077843686331416416 -0.00069318997831195226 0.00057002333003086604 -0.00056051889168848778 0.00056722163216572279 -0.00040859543402777855 0.00050316267468980037 0.00051572678529422363 5.2666099472092584e-05 -0.00025118054042557066
leaf_weight=0.0012020323994835903 0.0010098900167307004 0.0014472321610576504 0.0010971306793627561 0.0010456303201173229 0.0015618488075721882 0.0016226549703694821 0.0012971587983160377 0.0017285521716170417 0.0010813892013792792
leaf_count=944 131 309 352 374 285 148 262 981 124
internal_value=0 4.41985e-05 -2.73474e-05 3.39737e-05 -3.16731e-05 5.32539e-05 -8.42538e-05 -0.000288226 0.000167058
internal_weight=0 0.0120836 0.0106364 0.00953927 0.00849364 0.00693179 0.00530913 0.00293058 0.00237855
internal_count=3910 3779 3470 3118 2744 2459 2311 1925 386
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=10
num_cat=0
split_feature=48 4 42 15 13 1 2 1 16
split_gain=6.54965e-05 0.000104633 5.41976e-05 8.26553e-05 9.85466e-05 9.13966e-05 4.22434e-05 4.07992e-05 1.8373e-05
threshold=0.12474000000000002 0.28937500000000005 0.086825000000000013 0.079360000000000014 -0.42334499999999992 0.10937500000000001 0.093070000000000014 0.086560000000000012 0.050115000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -4
right_child=-2 -3 8 -5 5 -7 -8 -9 -10
leaf_value=-0.00044900184181005589 -0.00049509016709822968 0.00043707738964259642 -0.0005321651503485251 -0.00050155079647331473 0.00050586865355461985 0.00072986730722180186 -0.00015625041381334321 2.5639125332380215e-06 -0.00015751449915152896
leaf_weight=0.0010359267094581853 0.0010025706507449895 0.0019802494290735466 0.0010026143666451708 0.0010081635206737258 0.0011981062967698127 0.0010507842541226664 0.001690004814374208 0.0012816131098969084 0.0010104305267265897
leaf_count=57 139 397 890 785 550 129 447 200 316
internal_value=0 2.79155e-05 -5.94173e-05 1.94727e-05 0.000103431 0.000213052 8.28128e-05 0.000245742 -0.000344112
internal_weight=0 0.0112579 0.00927764 0.0072646 0.00625644 0.00522051 0.00416972 0.00247972 0.00201304
internal_count=3910 3771 3374 2168 1383 1326 1197 750 1206
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=9
num_cat=0
split_feature=52 15 52 2 2 0 1 4
split_gain=1.64999e-05 5.68637e-05 3.01737e-05 4.30401e-05 8.64986e-05 0.000114968 6.34644e-05 2.09145e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 0.12663500000000003 0.11005500000000001 0.076335000000000014 0.10688500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.022118636544733752 -0.015103428069546468 -0.0069439087391889101 0.026763166916209669 -0.018560945545019816 0.027152762282990919 -0.031047456220585651 -0.011906616027717642 0.0069738151949199885
leaf_weight=0.0012663096200002928 0.0015108573421995881 0.00143747290059596 0.0010669305517320041 0.0010013749484425339 0.0012497860186727371 0.0010774260869185395 0.0011967834466118134 0.0010692849968169196
leaf_count=464 527 507 1271 212 211 75 188 455
internal_value=0 0.00666746 -0.00234446 0.000549289 0.00393017 -0.00265043 0.00652919 0.0168576
internal_weight=0 0.00270378 0.00817244 0.00666159 0.00566021 0.00441043 0.003333 0.00213622
internal_count=3910 971 2939 2412 2200 1989 1914 1726
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=9
num_cat=0
split_feature=124 484 160 13 12 0 49 47
split_gain=1.72011e-05 2.52418e-05 8.28522e-05 4.87702e-05 8.34524e-05 5.71629e-05 4.73848e-05 2.29194e-06
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 -0.083514999999999992 0.092365000000000017 -0.053834999999999994 -0.0019649999999999997 0.090655000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -8
right_child=1 -3 3 5 -6 -7 7 -9
leaf_value=0.011888031325142993 -0.029037137798578708 0.012704323728165099 0.028255718353708582 -0.012136688334799924 -0.0084942783524487569 -0.020254623886682043 0.015447194401107832 0.0086970255085331346
leaf_weight=0.0010788963939439766 0.0010888824538255494 0.0011202369407785169 0.0013872841823980983 0.001353518187033336 0.0011141690408275765 0.0016801163302323035 0.0010031030231038081 0.0010089427305149527
leaf_count=310 742 438 526 206 118 351 1073 146
internal_value=0 -0.00141847 -0.00325043 0.00047001 0.0118869 -0.00519007 0.00233028 0.0120623
internal_weight=0 0.00975625 0.00863602 0.00754713 0.00250145 0.00504568 0.00336556 0.00201205
internal_count=3910 3600 3162 2420 644 1776 1425 1219
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=10
num_cat=0
split_feature=41 157 160 42 150 3 0 0 1
split_gain=4.83154e-05 5.50698e-05 7.36428e-05 7.09136e-05 7.00241e-05 9.4371e-05 8.24908e-05 6.67749e-05 0.000174587
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11456000000000001 -0.11266 -0.052874999999999998 -0.18901999999999997 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.00043083524732119463 -0.00041095667905481956 -0.00042113784570839262 -0.00039036785387926897 0.00074100297771039164 -0.00035479258831892097 -0.00015893622011921226 -0.00039955573163896237 -1.700947522982721e-05 0.00095621893012346685
leaf_weight=0.0011849873710354586 0.0010384486450594728 0.0014720458180429137 0.0011869978605416887 0.001045940961805397 0.0010022494194054238 0.001261941042415394 0.001036323910714735 0.0017351293781664857 0.0011979231157410006
leaf_count=499 221 810 841 128 86 100 210 772 243
internal_value=0 3.12863e-05 -1.63524e-05 5.40264e-05 0.000126489 0.000203333 9.58317e-05 0.000218211 0.000380478
internal_weight=0 0.0111235 0.00993855 0.00846651 0.00727951 0.00627726 0.00523132 0.00419499 0.00293305
internal_count=3910 3689 3190 2380 1539 1453 1325 1115 1015
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=10
num_cat=0
split_feature=484 41 39 13 2 52 150 1 4
split_gain=9.17966e-05 4.79356e-05 5.20561e-05 7.24024e-05 6.47088e-05 0.000105031 7.95404e-05 4.42516e-05 7.1574e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.093225000000000016 -0.10241499999999999 0.11203000000000002 0.084505000000000011 0.087235000000000021 0.088135000000000005 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00057581374583113307 0.00048497049923729575 -0.00036460682662249822 -0.00033884240567490486 0.00067441584569312917 -0.00028582062314850063 -0.00042347832411053791 -0.00018099514314678545 -0.00014945748226180065 0.00056458576451571467
leaf_weight=0.0010020837414327173 0.0017774894890995614 0.0010093063259926502 0.0010141382501460206 0.0014546944768660925 0.0017462803863998524 0.0010294163757469917 0.0011553646695974876 0.0010092323005707602 0.0011601301770256334
leaf_count=627 230 191 202 610 343 895 200 506 106
internal_value=0 4.32763e-05 8.30645e-05 0.000128912 4.51417e-05 0.000144637 0.000267001 0.000409824 0.000232398
internal_weight=0 0.0113561 0.0103467 0.00933261 0.00755512 0.00580884 0.00477942 0.00362406 0.00216936
internal_count=3910 3283 3092 2890 2660 2317 1422 1222 612
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=9
num_cat=0
split_feature=41 157 160 42 0 48 42 52
split_gain=4.50578e-05 4.75539e-05 7.41209e-05 7.67291e-05 7.61891e-05 0.000154624 0.000118442 6.26048e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 0.08593000000000002 0.084435000000000024 0.048490000000000012
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=0.00040401198549012854 -0.00039572488547328917 -0.00041857768521809147 -0.0004013835341556075 -0.00020842126753000404 5.6687089525039645e-05 0.00090984478713015743 -0.00036342502970235381 0.00063764090565871618
leaf_weight=0.001182765214382246 0.0010333248953823355 0.0014689204239750906 0.0011998708997986813 0.0018676648175912315 0.0015890507055088326 0.00109329097749077 0.0014901707762636522 0.001293806043466429
leaf_count=499 221 810 841 168 284 264 747 76
internal_value=0 3.22154e-05 -1.17472e-05 5.82799e-05 0.000133483 0.0002503 8.54092e-05 0.000317415
internal_weight=0 0.0111855 0.0100028 0.00853385 0.00733398 0.00546632 0.00437303 0.00288286
internal_count=3910 3689 3190 2380 1539 1371 1107 360
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=11
num_cat=0
split_feature=14 147 4 0 2 2 1 48 16 12
split_gain=0.000316638 0.000170329 9.77443e-05 0.000106052 8.67772e-05 0.000155794 0.000103235 6.95943e-05 5.12551e-05 0.000119995
threshold=0.056865000000000006 1.0000000180025095e-35 -0.49837999999999999 0.047345000000000005 0.11230000000000001 0.099015000000000006 0.11235500000000002 0.085875000000000021 -0.083564999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 -4 -10
right_child=-2 -3 3 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00056238641539717792 -0.0010726037660348856 0.00081625271945802501 0.00039590483086045122 0.00056430140877108308 -0.00079634397265626264 0.00079257881316325976 4.6511941927653414e-06 -0.00041302071032288162 0.0003157823986703911 -0.00051497840310759063
leaf_weight=0.0010755008948860377 0.00100674305678618 0.0010758065986399808 0.0014321099187970953 0.0013825460392497138 0.0010515044305292088 0.0010513331517259441 0.0015026785806851893 0.0013762011073685989 0.0014654850094996783 0.0012290625445419909
leaf_count=165 144 216 699 149 252 305 295 319 120 1246
internal_value=0 6.99848e-05 5.73503e-07 5.82866e-05 -1.85206e-05 0.000100955 -0.000325102 -3.11814e-05 9.61584e-05 -6.31521e-05
internal_weight=0 0.0126422 0.0115664 0.0104909 0.00910837 0.00655419 0.00255418 0.00550286 0.00412666 0.00269455
internal_count=3910 3766 3550 3385 3236 2689 547 2384 2065 1366
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=11
num_cat=0
split_feature=14 48 0 15 51 0 4 3 3 15
split_gain=0.000226468 0.000154829 0.000160211 0.000128493 7.49385e-05 7.38788e-05 9.05983e-05 8.52587e-05 7.2706e-05 5.69774e-05
threshold=0.020750000000000005 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 0.055195000000000008 -0.075584999999999986 0.08734500000000002 -0.115685 -0.012889999999999999 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -4 7 -7 -9 -1
right_child=-2 -3 5 -5 -6 6 -8 8 -10 -11
leaf_value=0.00072077622095241241 -0.00089763899848421 -0.00066500630500714399 -0.00042463883472928431 0.00087978898365504582 -0.00023445751493190016 0.00032086137035031143 0.0005708975390068576 -0.00064190668476595426 3.8551067479256695e-06 7.3803022206414047e-05
leaf_weight=0.001063354192450659 0.0010108064565382035 0.0010193411604744003 0.001626876472824783 0.001519743171257392 0.0010753047715933218 0.0013795226224389005 0.0010425068322266846 0.0011872986655040094 0.0015394870883342041 0.0010305475244199243
leaf_count=140 153 129 1936 193 92 161 212 592 169 133
internal_value=0 6.7313e-05 0.000132425 0.00041106 0.000186288 -6.03975e-05 5.46922e-05 -7.63617e-05 -0.000277323 0.000402358
internal_weight=0 0.012484 0.0114646 0.00468895 0.00316921 0.00677569 0.00514882 0.00410631 0.00272679 0.0020939
internal_count=3910 3757 3628 558 365 3070 1134 922 761 273
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=10
num_cat=0
split_feature=48 2 3 15 2 42 43 150 0
split_gain=4.60919e-05 9.36073e-05 6.13393e-05 7.68338e-05 6.68602e-05 9.47544e-05 9.41231e-05 8.8912e-05 5.92091e-05
threshold=0.12474000000000002 0.11542500000000001 0.13772500000000001 0.079360000000000014 0.10836000000000003 0.078965000000000021 -0.08040499999999999 0.086420000000000011 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0006722220356969752 -0.00040326920271653121 0.0004811045100453072 0.00041480384506738862 -0.0005770100545611312 -0.00047778211464122642 -0.00069834806453332877 0.00013501343264304809 -0.00026207377451757462 0.00014966995511266754
leaf_weight=0.0014381520461013014 0.0010019390581171303 0.0015630774948947957 0.0010402252723806698 0.0010859308583866167 0.0010579581928613687 0.0010721682968435294 0.0010137156841905893 0.00114426542218838 0.00198336605556687
leaf_count=190 139 470 84 1329 162 523 390 96 527
internal_value=0 3.53782e-05 -3.54555e-05 -8.87064e-05 -1.99269e-05 5.28957e-05 -0.000293344 0.000211076 0.000369312
internal_weight=0 0.0113989 0.00983578 0.00879556 0.00770963 0.00665167 0.00208588 0.00456578 0.00342152
internal_count=3910 3771 3301 3217 1888 1726 913 813 717
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=9
num_cat=0
split_feature=11 3 1 13 52 0 52 43
split_gain=1.9306e-05 3.48735e-05 2.95422e-05 5.79614e-05 0.000133582 6.704e-05 5.89355e-05 5.13537e-05
threshold=0.079700000000000007 -0.13927999999999999 1.0000000180025095e-35 -0.00059999999999999995 -0.016999999999999998 -0.087359999999999979 -0.010284999999999997 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -5 -3
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.018838589022655613 -0.013297721085286755 -0.020962210011452834 0.042655530729556711 -0.01192043364053298 -0.0082255038525382088 -0.024388202590437627 0.015715873737666218 0.0077970193958635517
leaf_weight=0.0010100899301773705 0.0010081030038413237 0.0015888800489615611 0.0010108390275905316 0.0013531282883541274 0.0010539918262339294 0.0011481399734495751 0.0017956310856291047 0.0010191535316055958
leaf_count=147 254 1698 354 113 651 282 165 246
internal_value=0 0.00122305 -0.00076065 0.00291387 0.0166833 -0.00370291 0.00383962 -0.00972383
internal_weight=0 0.00997985 0.00896976 0.00636173 0.00206483 0.0042969 0.00314876 0.00260803
internal_count=3910 3656 3509 1565 1005 560 278 1944
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 52
split_gain=1.82519e-05 3.99413e-05 4.62894e-05 7.68937e-05 4.41378e-05 3.75886e-05 5.9047e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.075234999999999982 -0.15168999999999996 0.091210000000000013
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=-0.023106392641047482 0.009423433315816597 -0.019228310422244838 0.016291564223649083 0.019124373145032701 0.010865953444950869 -0.02347580588630287 0.0076843712810065641
leaf_weight=0.0014764085480903676 0.0017010313669022078 0.0011567601137708874 0.0015313980465943081 0.0012513737513786343 0.0013565350836332742 0.0013907905649450806 0.0010806571900672758
leaf_count=471 331 706 412 528 137 1108 217
internal_value=0 -0.00184793 0.0006381 -0.00301848 0.00282044 -0.00250934 -0.00985081
internal_weight=0 0.00924392 0.00808716 0.00655577 0.00507936 0.00382798 0.00247145
internal_count=3910 3579 2873 2461 1990 1462 1325
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=9
num_cat=0
split_feature=49 3 16 4 12 52 16 3
split_gain=1.62038e-05 6.78261e-05 4.38653e-05 4.31742e-05 4.95677e-05 7.33571e-05 0.000118373 6.18046e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 0.17888000000000001 0.096055000000000015 0.10062000000000001 0.081265000000000018 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.022584807877496674 -0.019614257557817986 -0.0080937510843858158 -0.011604595912001903 0.019291295102502784 -0.021788318759443932 0.024315764620289945 -0.033908022554143408 0.020236103759381521
leaf_weight=0.0013599671175644988 0.00124989798667421 0.0015330009081201519 0.0010691562333408544 0.0010618241919578067 0.0010956794806802946 0.0011069409344649657 0.0010195715485556717 0.0014183107055882609
leaf_count=350 261 209 1257 221 648 398 360 206
internal_value=0 0.00632806 -0.00240189 0.000775217 -0.00266821 0.00187223 -0.00521172 0.00655042
internal_weight=0 0.00289297 0.00802138 0.00677148 0.00570966 0.00461398 0.00350704 0.00248747
internal_count=3910 559 3351 3090 2869 2221 1823 1463
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=9
num_cat=0
split_feature=484 159 49 15 2 2 15 49
split_gain=0.000121809 4.66926e-05 4.87542e-05 5.53177e-05 0.000122564 0.00010494 8.05224e-05 8.37755e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10513500000000002 -0.03231499999999999 0.10113500000000002 0.083585000000000007 -0.075094999999999981 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00064342615682018412 0.000314755462880081 0.00036695732941455868 0.0003984989164430567 -0.00038758772156149502 -0.00057778160526022473 0.00041756719802702851 0.00057672928872177273 -0.00030442702336542805
leaf_weight=0.0010389444433726346 0.0014858471598131334 0.0016126117523047124 0.0010924998658153337 0.0010656824827749416 0.0018684803062980074 0.001496066756814734 0.0010897781398352905 0.0019331351420305478
leaf_count=627 180 522 272 490 283 840 192 504
internal_value=0 5.72733e-05 7.49005e-06 -4.0298e-05 -0.000195906 8.26244e-05 0.0001126 -3.5338e-05
internal_weight=0 0.0116441 0.0100315 0.00893899 0.00443023 0.00256175 0.00450876 0.00341898
internal_count=3910 3283 2761 2489 1613 1330 876 684
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=8
num_cat=0
split_feature=51 52 52 151 16 0 16
split_gain=1.72546e-05 3.22488e-05 5.88034e-05 3.72117e-05 5.74815e-05 9.38632e-05 6.59104e-05
threshold=-0.09021499999999999 -0.087604999999999988 -0.048794999999999991 -0.0008699999999999999 -0.50388999999999984 -0.11756999999999999 -0.055679999999999993
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=0.0097489718069846288 -0.017434603804905715 0.019625705919558256 -0.018828291444636096 0.021625034237328256 -0.029970584137226815 0.017506250308389325 -0.0099616523083900909
leaf_weight=0.001535298427124185 0.0011420257651101962 0.0013445196386068512 0.0012525377901140581 0.0010266350369733737 0.0011035869577262752 0.0017109014105736683 0.001784991134086165
leaf_count=515 508 289 346 180 165 1375 532
internal_value=0 -0.00168826 0.000498576 -0.00324006 0.000230333 -0.00454511 0.00348123
internal_weight=0 0.0093652 0.00822317 0.00687865 0.00562611 0.00459948 0.00349589
internal_count=3910 3395 2887 2598 2252 2072 1907
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=10
num_cat=0
split_feature=484 48 48 51 2 2 2 3 12
split_gain=0.000120484 4.81401e-05 8.11367e-05 7.023e-05 5.19314e-05 0.000129821 6.92327e-05 6.76897e-05 0.000117755
threshold=-1.0000000180025095e-35 0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 0.086875000000000022 -1.0000000180025095e-35 0.096485000000000015
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=-0.00065548064821260041 -0.00056369251340363533 -0.0003575174600731023 0.00058879518403039891 -0.00038909899650083307 0.00044623237723093379 -0.00052383822480056466 0.00048442542741497225 0.00040606562487436281 0.00028097230930164733
leaf_weight=0.001010414720596718 0.001354251903972373 0.001014204228958082 0.0011196194489095429 0.0013191315239427662 0.0013734437064124505 0.0013189714985736931 0.0017398048665892502 0.0011448160381300788 0.0011940433754937464
leaf_count=627 932 137 215 334 390 269 716 124 166
internal_value=0 5.05336e-05 8.97086e-05 3.0543e-05 9.86711e-05 2.79714e-05 0.000161937 1.00138e-05 -0.000167912
internal_weight=0 0.0115783 0.0105641 0.00944446 0.00812533 0.00675189 0.00543292 0.00369311 0.0025483
internal_count=3910 3283 3146 2931 2597 2207 1938 1222 1098
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=8
num_cat=0
split_feature=376 1 150 47 4 2 52
split_gain=1.66332e-05 4.1668e-05 5.19056e-05 4.27024e-05 5.70038e-05 5.05785e-05 6.72826e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.09252500000000001 0.044585000000000007 0.10113500000000002 0.0033900000000000002
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=-0.020739067165083842 0.011087968216049392 0.014428132567732416 0.0099180303956036171 -0.025678641842153651 0.0098166355355019386 -0.030013529467627156 0.013915826975459622
leaf_weight=0.0011431641496059376 0.0011890584483410906 0.001413361218937312 0.0019930774764419321 0.0011876542094994332 0.001780360585428708 0.0010903490487868153 0.00109867588469744
leaf_count=973 206 276 399 318 412 375 951
internal_value=0 -0.00144283 -0.0041476 -0.00859728 -0.00462925 -0.0123476 -0.00375548
internal_weight=0 0.00970664 0.00829328 0.0063002 0.00511255 0.00333219 0.00224184
internal_count=3910 3704 3428 3029 2711 2299 1924
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=8
num_cat=0
split_feature=50 160 124 16 1 4 3
split_gain=1.68842e-05 3.13841e-05 5.53874e-05 4.14232e-05 4.5962e-05 7.55509e-05 4.62898e-05
threshold=0.084340000000000012 0.087825000000000014 -0.018779999999999995 -0.52908499999999992 0.11198000000000001 -0.0010999999999999996 -0.046444999999999993
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=-0.01846471217652405 -0.012346977727904829 -0.013200716604361644 -0.010933723504552472 0.0031541366350345598 0.023318345865026138 -0.013831983915182231 0.028171409490935991
leaf_weight=0.0010193725878122981 0.0010155155691773153 0.0013124670564316461 0.0011678088447916023 0.0018111260756960947 0.0017562197289640634 0.0015319138451411114 0.0012501369333535052
leaf_count=248 731 375 140 1443 340 472 161
internal_value=0 0.00119575 0.00340915 0.00637536 0.00955892 0.00429795 0.0133705
internal_weight=0 0.00984905 0.00853658 0.00751721 0.0063494 0.00459318 0.00306126
internal_count=3910 3179 2804 2556 2416 2076 1604
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=10
num_cat=0
split_feature=1 123 48 12 4 151 49 15 4
split_gain=3.69565e-05 5.76785e-05 4.35353e-05 5.70675e-05 5.93113e-05 5.75623e-05 6.55454e-05 7.03841e-05 6.76526e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11379500000000002 0.10852500000000001 0.28937500000000005 -0.051109999999999996 -0.029304999999999998 -0.07142999999999998 -0.08422499999999998
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=0.00035463417120438064 0.0003467232592464957 0.00038215902745010569 -0.00046154292401616285 -0.00046160108446328144 0.00044924663801896799 -0.00058359543148134665 -0.00047810231725608409 -0.00014294004689337464 0.00040381097909429121
leaf_weight=0.0011319076035236214 0.0010676633414021209 0.0011407201715616525 0.0010470732308997558 0.0010773913858174817 0.0010673006786328229 0.0010054199501859963 0.0010420843755798328 0.0019417198826845424 0.001576548644904805
leaf_count=384 225 276 122 254 145 182 595 640 1087
internal_value=0 -3.53274e-05 -8.34833e-05 -3.87152e-05 1.99603e-05 -4.84481e-05 -0.000130423 -3.05119e-05 0.000102061
internal_weight=0 0.0110302 0.00988945 0.00884237 0.00776498 0.00669768 0.00556577 0.00456035 0.00351827
internal_count=3910 3685 3409 3287 3033 2888 2504 2322 1727
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 12 13 4
split_gain=0.000114539 4.956e-05 9.51196e-05 0.000102949 7.84685e-05 8.96116e-05 8.29187e-05 5.80644e-05 3.86289e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.098595000000000016 -0.088444999999999982 -0.0017649999999999999
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=-0.00063858436045671546 0.00063806948316662271 -0.00035642550086400815 -0.00045558264925983405 -0.000416061696086647 -0.00021425149500211771 0.00065189227418681805 -0.00046580896166595033 0.00046457213310561768 5.3430400580641142e-05
leaf_weight=0.0010065612751210531 0.0014366922721299911 0.0010445661449535295 0.00109562252268535 0.0011089848047522019 0.001220508983499592 0.0011259466158473376 0.0010012976898520921 0.0019720984774354217 0.0015845187324491027
leaf_count=627 229 191 142 289 298 143 353 1333 305
internal_value=0 5.09719e-05 9.13253e-05 0.000154733 6.80768e-05 0.00014584 4.72333e-05 0.000154768 0.000281403
internal_weight=0 0.0115902 0.0105457 0.00945005 0.00801336 0.00690437 0.00577842 0.00477713 0.00355662
internal_count=3910 3283 3092 2950 2721 2432 2289 1936 1638
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 2 2 160 15
split_gain=4.08888e-05 5.19162e-05 8.35067e-05 7.51792e-05 0.000104255 6.12546e-05 9.97236e-05 6.79732e-05 5.24652e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10701500000000001 0.12007500000000002 0.113945 0.099015000000000006 0.083295000000000022 -0.017214999999999998
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=0.00041447130577118764 -0.00038104456852316982 -0.00045045237610540458 -3.6935758535849439e-05 0.00052666038115185138 -0.00059940065803252185 -0.00033367793620029063 0.00072026427161622775 -0.00036727241512911482 0.00048218976213159725
leaf_weight=0.0011968959822418962 0.0010225855779618419 0.0014629999992547002 0.0017201157495704759 0.0011341440193016568 0.0010143398530492037 0.0011433062109388959 0.001011465870309404 0.0011689091614366818 0.0013250877445032234
leaf_count=499 221 810 331 211 104 307 236 286 905
internal_value=0 2.85856e-05 -1.76918e-05 5.66421e-05 -1.55579e-05 7.74278e-05 0.000167374 3.46697e-05 0.000188956
internal_weight=0 0.0111773 0.00998037 0.00851737 0.00738322 0.00636888 0.00522558 0.00421411 0.0030452
internal_count=3910 3689 3190 2380 2169 2065 1758 1522 1236
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 3 160 1 2
split_gain=0.000107369 4.43742e-05 7.06531e-05 8.31291e-05 5.03596e-05 6.71315e-05 6.2333e-05 8.40069e-05 7.10482e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 -0.078669999999999976 -0.080734999999999987 0.099595000000000017 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 -8
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00073829210562746704 0.00046418278456078173 -0.00046123385121978294 -0.00049947160881551572 -0.00044023510302129297 -0.00040356972184477948 -0.00033553151402429949 -0.00038835874652677871 0.00052477600732825109 0.00025687648815625436
leaf_weight=0.0010080412267137505 0.001398075548267705 0.0010187447559977794 0.0011120311908873635 0.0011174402863950023 0.0012383055085004764 0.0010224917790276535 0.0011509046107671848 0.0018278241191217195 0.0015261269676589975
leaf_count=627 229 191 142 289 1316 260 229 342 285
internal_value=0 -7.07015e-05 -3.24214e-05 2.35386e-05 -5.46101e-05 9.08112e-06 0.000101528 0.00020073 -2.05219e-05
internal_weight=0 0.0114119 0.0103932 0.00928117 0.00788309 0.00676565 0.00552735 0.00450486 0.00267703
internal_count=3910 3283 3092 2950 2721 2432 1116 856 514
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=9
num_cat=0
split_feature=124 13 48 51 0 3 0 16
split_gain=1.92281e-05 2.34982e-05 3.75279e-05 5.45349e-05 6.86862e-05 4.42922e-05 6.14998e-05 8.14234e-05
threshold=-0.061329999999999989 -0.23438999999999996 0.11379500000000002 0.085845000000000019 -0.17106499999999999 -0.13927999999999999 -0.053834999999999994 -0.057604999999999996
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=0.01249377283481486 0.010980262463497072 0.026454357107910911 -0.020587494632571705 -0.021515973210679582 0.014677920871138828 -0.017119538688208098 -0.023614969812232094 0.018001800810369541
leaf_weight=0.0010790090054926304 0.0012962715162335514 0.0010176676775990575 0.001113760367122343 0.0010951202488987503 0.0012382294278086223 0.0012074841548443006 0.0014323769394697121 0.0014561072913233455
leaf_count=310 178 132 151 393 260 1174 271 1041
internal_value=0 -0.0015671 -0.00346702 -0.000906509 0.00264675 -0.0018953 -0.00690546 0.00208027
internal_weight=0 0.00985702 0.00856075 0.00744699 0.00635187 0.0053342 0.00409597 0.00266359
internal_count=3910 3600 3422 3271 2878 2746 2486 2215
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=8
num_cat=0
split_feature=15 1 15 1 15 15 4
split_gain=1.61667e-05 3.15461e-05 6.58035e-05 6.36846e-05 0.000112139 5.37349e-05 4.59383e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 -0.095799999999999982 -0.14301
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0032789190768163072 -0.010274454891689915 -0.0025791696237903051 0.022644200160449469 0.0055005887786997547 -0.034673926865929024 0.026392354327954139 -0.024306945084266656
leaf_weight=0.0014239757730721285 0.0013808408257794018 0.0013709525485561353 0.0015860823525070704 0.0017244312932804024 0.0011636426986219874 0.0012010570363009034 0.0010479257212702669
leaf_count=74 1436 209 376 348 207 270 990
internal_value=0 0.00130414 0.00471401 -0.000494474 -0.0106862 0.0109497 -0.0084157
internal_weight=0 0.00951807 0.00704617 0.00546008 0.00288807 0.00257201 0.0024719
internal_count=3910 2474 1410 1034 555 479 1064
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=8
num_cat=0
split_feature=157 4 3 0 2 1 12
split_gain=1.67408e-05 2.96483e-05 3.49858e-05 6.62194e-05 5.36655e-05 5.45316e-05 2.52873e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.11265500000000002 -0.055084999999999988 0.086915000000000006 0.091655000000000014 0.083835000000000007
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=-0.01030858183040083 0.015015781182591753 -0.02651799519579582 -0.01269038271980954 0.018281976712604762 -0.0090324393070281474 0.02245558236477193 -0.0043663499968584858
leaf_weight=0.0014109650477070476 0.0013624422203781092 0.0010608156352351259 0.0019269358980462965 0.0018986156760069824 0.001101174557870195 0.0010988010040537436 0.0010021961434774885
leaf_count=703 148 267 258 285 1024 225 1000
internal_value=0 0.00136878 -0.000929936 0.00274794 -0.00417048 0.00669459 -0.0157569
internal_weight=0 0.00945098 0.00808854 0.0061616 0.00426299 0.00219998 0.00206301
internal_count=3910 3207 3059 2801 2516 1249 1267
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=8
num_cat=0
split_feature=4 0 2 4 4 2 43
split_gain=1.70168e-05 4.82165e-05 4.47602e-05 3.44378e-05 3.69917e-05 4.3692e-05 2.67768e-05
threshold=0.0057500000000000008 -0.089879999999999974 0.10113500000000002 0.055260000000000011 0.17888000000000001 0.10869000000000002 -0.079109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -2 -5 -6 -3
right_child=3 2 -4 4 5 -7 -8
leaf_value=-0.0185884493059374 0.019109316433393305 -0.00043230039780731009 -0.011632525614386588 -0.016487943039324531 0.016912685646510214 -0.006499883055590485 0.02097000783183563
leaf_weight=0.0016123412282640793 0.0011596186878367548 0.0011310389917984338 0.0014705086089964693 0.0010629454545558982 0.0015735523974496515 0.0016153325202461813 0.0012099029719653928
leaf_count=581 221 698 380 301 281 314 1134
internal_value=0 -0.00409196 0.00204043 0.00383396 -0.000332153 0.00505303 0.0106294
internal_weight=0 0.00542379 0.00381145 0.00541145 0.00425183 0.00318888 0.00234094
internal_count=3910 2793 2212 1117 896 595 1832
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=9
num_cat=0
split_feature=11 13 16 39 0 43 3 13
split_gain=1.66435e-05 2.94648e-05 4.73156e-05 4.64976e-05 6.57365e-05 4.28846e-05 6.38625e-05 3.27743e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.005105000000000001 -0.053834999999999994 -0.074254999999999988 0.090325000000000003 -0.37340499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 -1
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00018647879552686401 -0.011486765573691186 -0.019999546320003333 0.019038470113190896 0.019532425893669235 -0.022645671771025694 -0.022319321848820104 0.0097564284162066049 0.024540017263998428
leaf_weight=0.0012081577727833567 0.0011510221342421615 0.0011969461645808368 0.0012653226772720619 0.0011852417876067126 0.0012242227745078976 0.0010558662302144312 0.0015061255070321182 0.0010184040728122578
leaf_count=176 279 261 987 264 302 1166 117 358
internal_value=0 0.00123432 -0.00178821 0.00170686 -0.00247555 0.00397616 -0.00346286 0.0113255
internal_weight=0 0.00966029 0.00743373 0.00623678 0.00505154 0.00382731 0.00256199 0.00222656
internal_count=3910 3631 3097 2836 2572 2270 1283 534
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=9
num_cat=0
split_feature=2 3 4 15 12 16 15 12
split_gain=1.58287e-05 8.24962e-05 2.91648e-05 5.98075e-05 5.47705e-05 4.42153e-05 6.98386e-05 4.3265e-05
threshold=0.11462500000000002 0.11818000000000002 0.15045000000000003 0.014775000000000002 0.09364500000000002 -0.010344999999999998 -0.091024999999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 -1 -7
right_child=1 -3 4 -5 -6 7 -8 -9
leaf_value=0.0043317254615196895 0.028216510938861517 -0.011265903084196527 -0.0078367862859486381 -0.027192068548474387 0.023547124114993028 0.019559487272749927 -0.03105673931085844 -0.0040722429336574589
leaf_weight=0.0012194095007413081 0.001015179725056906 0.001105498622088632 0.0011114012927734068 0.0010546552670669656 0.001112897182963847 0.001405255670197181 0.0010276155607067171 0.001726604979674657
leaf_count=363 408 191 263 1351 80 228 348 678
internal_value=0 0.00763453 -0.0020051 -0.00541779 0.00786572 -0.00114844 -0.0118522 0.00653124
internal_weight=0 0.00212068 0.00865784 0.00643354 0.0022243 0.00537889 0.00224703 0.00313186
internal_count=3910 599 3311 2968 343 1617 711 906
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=8
num_cat=0
split_feature=12 13 16 42 15 150 0
split_gain=1.75755e-05 3.86526e-05 5.04376e-05 5.16172e-05 4.81758e-05 4.8704e-05 5.39367e-05
threshold=0.11655500000000001 0.11202500000000001 0.15100500000000003 0.084100000000000022 -0.0089749999999999986 0.077110000000000012 -0.14070999999999997
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=-0.023716280801256436 -0.012676384918256315 0.017231361047279372 -0.017834830217127551 -0.014104131049636702 0.019313426566225981 0.016059679955421135 0.007265828908641624
leaf_weight=0.0011767439770443487 0.001006775673064929 0.0013030655652761401 0.0015098235334266045 0.0014964859358205743 0.0019780379970289683 0.0011942080723893228 0.0010754325213962754
leaf_count=159 187 224 541 1381 775 234 409
internal_value=0 0.00120269 -0.00127473 0.00233793 0.00687395 -0.000265636 -0.00892207
internal_weight=0 0.0097338 0.00843073 0.00692091 0.00542442 0.00344638 0.00225218
internal_count=3910 3723 3499 2958 1577 802 568
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=8
num_cat=0
split_feature=3 39 51 52 49 1 0
split_gain=1.66641e-05 4.16709e-05 3.94708e-05 6.53493e-05 4.23175e-05 0.000106245 3.41869e-05
threshold=0.13772500000000001 0.085060000000000011 0.08955500000000001 0.092885000000000009 -0.029304999999999998 0.11097000000000001 -0.11524
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=0.016051347328248353 0.0092437141832657534 0.015820613235079904 -0.022199771935388555 -0.023947432440530714 0.021811626635891243 -0.02779741690583637 -0.00077756841747037551
leaf_weight=0.0016799187321277394 0.0016233110939405269 0.0011745327128515814 0.0010726653683475309 0.0010957879172210057 0.0010683687664072938 0.0011999624593150623 0.0017966628821927154
leaf_count=266 239 383 351 596 175 161 1739
internal_value=0 -0.0017559 -0.00436468 -0.00156802 0.00270064 -0.00281674 0.00764593
internal_weight=0 0.0090879 0.00791337 0.0068407 0.00574491 0.00406499 0.00286503
internal_count=3910 3671 3288 2937 2341 2075 1914
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=8
num_cat=0
split_feature=2 52 40 4 3 16 3
split_gain=1.7801e-05 6.20387e-05 5.65854e-05 4.39492e-05 0.000102565 5.54681e-05 3.60207e-05
threshold=0.10946500000000002 0.09086000000000001 -1.0000000180025095e-35 0.0057500000000000008 -0.0038649999999999999 -0.008069999999999999 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=2 6 -1 5 -5 -4 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.023475217527690471 0.010061783447449759 0.026131505089680762 -0.020568749603275149 -0.0061169688512925941 0.03241514479873419 0.0048170373990348968 -0.015558808373646217
leaf_weight=0.001121835462972883 0.0010414782851527935 0.0010470485369701446 0.0015681400477980756 0.0016366767746492168 0.0011953203676219938 0.0019079632845156725 0.0011598864111880013
leaf_count=266 398 195 1543 400 133 801 174
internal_value=0 0.00609332 -0.00278122 0.000899008 0.0101465 -0.006635 -0.00343756
internal_weight=0 0.00324841 0.00742994 0.0063081 0.002832 0.0034761 0.00220136
internal_count=3910 767 3143 2877 533 2344 572
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=9
num_cat=0
split_feature=4 151 16 2 48 15 16 15
split_gain=1.67418e-05 3.3624e-05 7.18481e-05 9.67157e-05 6.37227e-05 5.26364e-05 4.5256e-05 2.54037e-05
threshold=0.27020000000000005 -0.051109999999999996 -0.094359999999999986 0.094010000000000024 0.091185000000000002 -0.017214999999999998 0.15100500000000003 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -2
right_child=7 2 4 -5 -6 6 -8 -9
leaf_value=0.011565457907891919 -0.003763311459080613 0.00092551791287928177 -0.023292466908456815 -0.041604452247490875 0.023495283776090559 0.016322543362717736 -0.0093835740467234866 0.017952202604357929
leaf_weight=0.0014895192724574506 0.0010134677767195982 0.0010738372131268458 0.0010533779836872309 0.0010649826941811235 0.0010545824140721048 0.0013220000564120021 0.0014210207558568427 0.0011499934161537972
leaf_count=530 211 349 570 185 241 1351 212 261
internal_value=0 -0.00207577 -0.0049827 -0.0202514 0.00174936 -0.00429134 0.0030055 0.00777963
internal_weight=0 0.00847932 0.0069898 0.00213882 0.00485098 0.0037964 0.00274302 0.00216346
internal_count=3910 3438 2908 534 2374 2133 1563 472
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=10
num_cat=0
split_feature=1 376 12 48 12 3 52 52 1
split_gain=5.79273e-05 7.27368e-05 6.07067e-05 7.4018e-05 6.96391e-05 9.82567e-05 7.17053e-05 0.000145226 4.18937e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 0.10058500000000002 0.11476000000000001 -0.066329999999999986 0.092885000000000009 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00053309726197965526 0.00043515015693480004 0.00045015923111535228 -0.00031536457937244737 -0.00053985829896105062 -0.0003695582655248878 0.00063072591378117513 0.00014388402844034949 -0.00045353865003214846 0.0006647531038858252
leaf_weight=0.0010991974154104045 0.0010478204975746747 0.0010246793399360824 0.0018556027377111557 0.0010261497732559797 0.001439963515136828 0.0011359225960070798 0.001088797100632003 0.0010268846052903504 0.0013055371438702528
leaf_count=258 225 173 664 120 456 107 918 562 427
internal_value=0 -4.73322e-05 -9.84212e-05 -4.46085e-05 2.0108e-05 0.000107607 -5.00355e-06 0.00016333 0.000427894
internal_weight=0 0.0110027 0.00997805 0.00887886 0.00785271 0.00641274 0.00527682 0.00342122 0.00239433
internal_count=3910 3685 3512 3254 3134 2678 2571 1907 1345
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=9
num_cat=0
split_feature=11 13 16 0 52 48 2 13
split_gain=1.66751e-05 3.04763e-05 4.01834e-05 4.08407e-05 7.60717e-05 4.82277e-05 5.01073e-05 2.5574e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.017269999999999997 -0.092854999999999979 0.086935000000000012 0.075670000000000015 -0.40944499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00077388632059424982 -0.01149417379515686 -0.018751976321884623 -0.026798762001102434 0.016769381298236095 -0.0067601305813259106 -0.014338212337397703 0.021522025503963073 0.022381080117716695
leaf_weight=0.0010888220515265056 0.0011408645201706419 0.0011739033086944481 0.0010416115740797855 0.0013544731396142803 0.0010023632783615773 0.0010546689170976942 0.0016703064943140561 0.0011023600807182458
leaf_count=148 279 261 516 242 520 291 1267 386
internal_value=0 0.00130174 -0.00180381 0.00144527 -0.00290707 0.0037695 0.010915 0.0116442
internal_weight=0 0.00948851 0.00729733 0.00612342 0.00476895 0.00372734 0.00267267 0.00219118
internal_count=3910 3631 3097 2836 2594 2078 1787 534
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=8
num_cat=0
split_feature=1 3 48 3 151 16 2
split_gain=1.97814e-05 3.93615e-05 4.9035e-05 6.5761e-05 3.47249e-05 8.19254e-05 7.00536e-05
threshold=0.10113500000000002 -0.115685 0.085845000000000019 -0.0045049999999999995 -0.0060399999999999994 -0.072359999999999994 0.10457000000000001
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=0.0099037865982625536 -0.011558655401246037 -0.020348550915175127 -0.02684906236507122 0.009191102187649387 0.0043600060104876269 -0.0065617791472619468 0.041684714442625809
leaf_weight=0.0015037055061697261 0.0010358784263542215 0.0012481136921674608 0.0011230135553834519 0.0019022110927972161 0.0010112648537160544 0.0017738203499982758 0.0010001914811245591
leaf_count=254 240 2071 379 219 153 395 199
internal_value=0 -0.00401129 -0.00890773 -0.00251209 0.00466466 0.00910433 0.0229196
internal_weight=0 0.00577704 0.00427334 0.00315032 0.00482116 0.00378528 0.00201146
internal_count=3910 2923 2669 2290 987 747 352
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=8
num_cat=0
split_feature=52 1 4 160 3 2 16
split_gain=1.71819e-05 5.31205e-05 4.40756e-05 4.34176e-05 3.4258e-05 4.10201e-05 0.00010812
threshold=-0.048794999999999991 0.10386500000000001 -0.0082299999999999995 -1.0000000180025095e-35 -0.13309499999999996 0.10393500000000001 -0.15168999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6
right_child=3 -3 -4 4 5 -7 -8
leaf_value=-0.018657627626618097 -0.020015878160607847 0.019921893141026839 0.010400377345664125 -0.012809142076276193 0.035668653402611654 -0.0066728696085617302 -0.0055072768148302677
leaf_weight=0.001089601465821322 0.0012282911336566425 0.0015002116988446124 0.0010020436587411027 0.001415091680410362 0.0011662496969008396 0.0017553300788535888 0.0014071146982176017
leaf_count=522 924 373 295 144 164 335 1153
internal_value=0 0.00556239 -0.00473682 -0.00295111 0.000698143 0.0051138 0.0131537
internal_weight=0 0.00359186 0.00209165 0.00697208 0.00574379 0.00432869 0.00257336
internal_count=3910 1190 817 2720 1796 1652 1317
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=9
num_cat=0
split_feature=124 13 43 49 2 0 3 13
split_gain=1.59552e-05 2.58594e-05 5.45497e-05 4.70092e-05 4.53732e-05 0.000115409 4.54819e-05 3.60358e-05
threshold=-0.061329999999999989 0.17936000000000002 -0.074254999999999988 0.010625000000000001 0.11260500000000001 0.0059850000000000016 0.090325000000000003 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 -2
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.011708063971096715 0.0015613953423792887 -0.016349120782911553 -0.01316418686938175 0.015659647398945039 0.0080239271110264711 -0.04113066266069175 0.011986268430580675 0.028222699031531098
leaf_weight=0.0010402733185490487 0.0010225002462886813 0.0010237476372086064 0.0017630787678737684 0.0010207078593294852 0.0013663558030301386 0.001075166432184603 0.001214221518740571 0.001005469373505285
leaf_count=310 784 196 1287 363 271 181 130 388
internal_value=0 -0.00133746 0.0004775 -0.00402675 -0.00773494 -0.0130483 -0.00290717 0.0147801
internal_weight=0 0.00949125 0.0084675 0.00643953 0.00541882 0.00405247 0.0029773 0.00202797
internal_count=3910 3600 3404 2232 1869 1598 1417 1172
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=8
num_cat=0
split_feature=0 52 151 2 2 3 0
split_gain=1.87527e-05 4.32637e-05 5.80418e-05 4.07709e-05 0.000136979 3.48644e-05 4.90523e-05
threshold=-0.060094999999999989 0.084240000000000023 -0.0088999999999999982 0.11203000000000002 0.087995000000000004 0.076695000000000013 0.12007500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2
right_child=5 -3 3 -5 -6 -7 -8
leaf_value=-0.014425379541530801 0.021703774247721561 -0.020379790951814566 -0.0038713041920857131 -0.009480526726182532 0.042250588769639261 -0.0099712335337506387 -0.0059492622040520672
leaf_weight=0.0017610271257415969 0.0017339329293647285 0.0012060692109953364 0.0016616610783514499 0.0010163451613081475 0.0010513598355706114 0.0010463690433161325 0.0010181173264078875
leaf_count=537 381 1100 839 233 495 161 164
internal_value=0 -0.00323016 0.000537084 0.00760244 0.014002 0.00556607 0.0114736
internal_weight=0 0.00669646 0.00549039 0.00372937 0.00271302 0.00379842 0.00275205
internal_count=3910 3204 2104 1567 1334 706 545
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=9
num_cat=0
split_feature=15 42 3 43 16 0 16 48
split_gain=1.99453e-05 2.75314e-05 7.02637e-05 3.79827e-05 8.07493e-05 5.98893e-05 0.000113353 3.94753e-05
threshold=0.084050000000000014 0.085775000000000004 -0.078669999999999976 0.0050750000000000005 0.081265000000000018 -0.14867499999999997 -0.055679999999999993 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0069358152449513714 -0.012834223564336035 -0.027449496311566169 0.0098488585351083884 0.019524960036693483 -0.023946052191077153 0.035754346289354484 -0.0058476503908656335 -0.019315614872707321
leaf_weight=0.0012100690977851136 0.0010910727475225849 0.0010148223256838582 0.0010055023184698283 0.001339055608691752 0.0010741521435279986 0.0014221642577579171 0.0012140451043627138 0.0010877309856355821
leaf_count=139 1330 440 441 213 328 445 475 99
internal_value=0 0.00145202 -0.00888635 0.00429485 0.000900469 0.00630965 0.0165955 -0.00549107
internal_weight=0 0.00936754 0.00202032 0.00734722 0.00600816 0.00493401 0.00263621 0.0022978
internal_count=3910 2580 881 1699 1486 1158 920 238
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=8
num_cat=0
split_feature=151 157 42 43 4 16 2
split_gain=1.68128e-05 3.85332e-05 3.65853e-05 7.76178e-05 4.8153e-05 7.0905e-05 4.39623e-05
threshold=-0.086249999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083684999999999996 0.17888000000000001 -0.094359999999999986 0.087995000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.011839709577104297 -0.018472427483787988 -0.014967889794667434 0.027254054109960315 -0.030217875175991574 0.011830294294297676 -0.016058977760367365 0.0099532592063551351
leaf_weight=0.0010701354707412436 0.001157344906411009 0.0012181648949920248 0.0011747509032502884 0.0010080708639535522 0.0019570528137796538 0.0010104333338189022 0.0018199860326225542
leaf_count=351 622 930 330 264 318 581 514
internal_value=0 -0.00139277 0.00102124 0.00381558 -0.000935371 -0.00744394 0.000667133
internal_weight=0 0.0093458 0.00818846 0.00697029 0.00579554 0.00383849 0.00283042
internal_count=3910 3559 2937 2007 1677 1359 1095
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=7
num_cat=0
split_feature=376 1 150 47 2 16
split_gain=1.68374e-05 3.83699e-05 4.7901e-05 3.98963e-05 4.12416e-05 3.92327e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.09252500000000001 0.084235000000000018 -0.0083999999999999995
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=0.0099060438323927344 0.011506725899681547 0.014205343802210555 0.009782131576739803 -0.025287698335986427 -0.021302639536959732 -2.9485003191376027e-05
leaf_weight=0.0014101960946204238 0.0011275703888976351 0.001341124892412413 0.0018945106207275556 0.0011406030736072935 0.0016875766191999423 0.0017827615066665099
leaf_count=739 206 276 399 318 1230 742
internal_value=0 -0.00143599 -0.00408606 -0.00844959 -0.00451445 -0.0103743
internal_weight=0 0.00925677 0.00791565 0.00602114 0.00488053 0.00347034
internal_count=3910 3704 3428 3029 2711 1972
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=8
num_cat=0
split_feature=15 1 15 1 15 4 15
split_gain=1.60273e-05 3.23745e-05 5.08567e-05 5.38538e-05 8.96657e-05 4.44324e-05 4.32088e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 -0.14301 -0.095799999999999982
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=0.0031617933461349774 -0.010381881676034438 -0.0012404299188222461 0.021221820561824548 0.0053833327053249775 -0.031495405439203379 -0.02457073136981433 0.025478466123525275
leaf_weight=0.0013634368053126768 0.0013067350517343293 0.0013031628637721687 0.0015024262914418839 0.0016618627311542826 0.0010928293216979522 0.0010025180665285691 0.0011301407338666621
leaf_count=74 1436 209 376 348 207 990 270
internal_value=0 0.001465 0.0050205 0.000328649 -0.00924704 -0.00858922 0.0111691
internal_weight=0 0.00905638 0.00669042 0.005188 0.00275469 0.00236595 0.0024333
internal_count=3910 2474 1410 1034 555 1064 479
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=10
num_cat=0
split_feature=484 484 51 16 16 1 15 1 0
split_gain=7.56549e-05 5.26435e-05 6.69285e-05 6.91641e-05 0.000108848 7.88174e-05 8.16134e-05 6.69871e-05 3.86468e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.09414500000000002 -0.010344999999999998 0.15100500000000003 0.096230000000000024 -0.106555 0.076710000000000014 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 -6
right_child=1 -3 -4 4 8 6 -8 -9 -10
leaf_value=-0.00051701572530038378 -0.00017521813694474565 -0.0003738101868449484 0.00056986243664962518 0.00068639573040706894 0.00028813749524635672 -2.7774110951639398e-05 -0.0007026537255903593 0.00046554490232393538 -0.0002077917204705786
leaf_weight=0.001002600854957794 0.0012673764770006861 0.0010447455576810269 0.001000712485574211 0.0013417503397019697 0.0010193270211268745 0.0015003789965593378 0.0012738031072652752 0.0012419677185399438 0.0014831901899361485
leaf_count=627 961 367 257 425 289 214 214 401 155
internal_value=0 4.52532e-05 8.84792e-05 3.57034e-05 0.000235801 -0.000109887 -0.000337654 0.000141919 -5.78949e-06
internal_weight=0 0.0111733 0.0101285 0.00912779 0.00384427 0.00528353 0.00277418 0.00250934 0.00250252
internal_count=3910 3283 2916 2659 869 1790 428 1362 444
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=9
num_cat=0
split_feature=2 3 150 4 16 47 13 1
split_gain=1.57106e-05 5.34198e-05 2.89848e-05 4.20992e-05 9.21251e-05 5.7335e-05 4.3087e-05 1.55609e-05
threshold=0.11462500000000002 0.12046500000000002 0.087235000000000021 -0.0086749999999999969 -0.008069999999999999 0.09252500000000001 -0.028919999999999998 0.093935000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -6 -5
right_child=1 -3 -4 5 6 -7 -8 -9
leaf_value=-0.028486118144771047 0.023956090341098357 -0.0084269739862664183 -0.014498681879045315 0.0099138615529525912 -0.0089815048099191382 -0.0089323746992943064 0.018778015352323894 0.026928662103617641
leaf_weight=0.0012582337496183289 0.0010237678067209223 0.0010139142020504015 0.0015081094349580215 0.001055715341956844 0.0010843828288897145 0.0011697005295269575 0.0011543758090471897 0.0010950210117328823
leaf_count=1282 411 188 293 617 372 187 367 193
internal_value=0 0.00784286 -0.00195361 0.000821536 -0.00683579 0.00888602 0.00533219 0.0185767
internal_weight=0 0.00203768 0.00832554 0.00681743 0.00349699 0.00332044 0.00223876 0.00215074
internal_count=3910 599 3311 3018 2021 997 739 810
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=9
num_cat=0
split_feature=11 13 39 0 52 52 13 0
split_gain=1.58708e-05 3.11111e-05 4.0751e-05 5.15631e-05 5.09377e-05 6.26302e-05 2.03031e-05 1.70636e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.0033900000000000002 -0.081429999999999989 -0.39373999999999992 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=0.0023291082331750252 -0.011340098502154722 0.013190181779717737 0.014021659414509675 -0.021906134627716525 0.019231558787546944 -0.0065579405373572125 0.021857187356935384 -0.024259744035073746
leaf_weight=0.0010827522132240113 0.0011066675217664681 0.0011124433024866424 0.0013173574086029179 0.0014345112545082958 0.0010424292780199249 0.0010258111987209461 0.0010474541516188745 0.0011607042389769114
leaf_count=162 279 478 358 328 1052 111 372 770
internal_value=0 0.00133339 -0.00184933 -0.00546916 -3.79435e-05 -0.00612686 0.0119314 -0.0159549
internal_weight=0 0.00922346 0.00709326 0.0057759 0.00434139 0.00329896 0.00213021 0.00218652
internal_count=3910 3631 3097 2739 2411 1359 534 881
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=8
num_cat=0
split_feature=0 1 2 0 48 3 12
split_gain=1.7489e-05 4.04647e-05 5.37263e-05 7.72523e-05 5.03682e-05 3.07867e-05 3.76441e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 -0.15007499999999999 0.086870000000000017 -0.13927999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7
right_child=5 2 3 -5 -6 6 -8
leaf_value=-0.01766688471109713 0.020032284630780602 -0.014675810628742942 0.013341496837122633 0.030400369489638375 -0.015106367041771363 0.010824905298078721 -0.012836719790296306
leaf_weight=0.0014829674265279761 0.0010420820341814348 0.0015131622135123443 0.0011704013321312337 0.0010627394717263334 0.0013292164196283783 0.001442939216679133 0.0012590522324224757
leaf_count=1948 199 729 144 268 115 306 201
internal_value=0 -0.00313538 0.00111044 0.00781588 -0.00178616 0.00543068 -0.000200748
internal_weight=0 0.00655849 0.00507552 0.00356236 0.00249962 0.00374407 0.00270199
internal_count=3910 3204 1256 527 259 706 507
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=10
num_cat=0
split_feature=1 11 43 2 1 16 16 457 2
split_gain=4.65392e-05 4.38692e-05 9.22285e-05 7.57778e-05 6.62192e-05 4.42364e-05 3.73671e-05 7.65829e-05 2.14156e-05
threshold=0.13662500000000002 0.080455000000000013 -0.053009999999999995 0.081615000000000007 0.10752500000000002 0.0015250000000000001 -0.0083999999999999995 0.041935000000000007 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -5
right_child=-2 -3 3 6 -6 -7 -8 -9 -10
leaf_value=-0.00019845203548650352 0.00038619106668947461 -0.00043640406255536035 -0.00057709380796948622 -0.00014809244519408245 0.00067455801903238506 0.00032348946887091068 0.00018165299495865125 0.00028322823572825843 -0.00052935849707366853
leaf_weight=0.0011732638591953866 0.0010551076857631949 0.0010003591623479009 0.001256409237179441 0.001004847376500624 0.0010069695896929767 0.001334288717777102 0.0018657298979954558 0.0010161061354818646 0.0012981682627618387
leaf_count=942 225 230 402 757 237 469 352 105 191
internal_value=0 -4.49864e-05 -5.65663e-06 -0.00014506 0.000249835 7.92772e-05 -4.03679e-05 -0.000165169 -0.000363005
internal_weight=0 0.0109561 0.00995578 0.00644126 0.00351452 0.00250755 0.00518485 0.00331912 0.00230302
internal_count=3910 3685 3455 1807 1648 1411 1405 1053 948
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=9
num_cat=0
split_feature=159 47 4 12 12 151 3 3
split_gain=4.71591e-05 6.01955e-05 5.767e-05 7.53811e-05 8.76437e-05 6.88047e-05 8.25476e-05 6.61109e-05
threshold=-0.034019999999999988 0.10783500000000001 0.28937500000000005 0.098845000000000016 0.090840000000000018 -0.024429999999999997 0.090325000000000003 -0.032959999999999996
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=-0.00040066943154708825 0.0002451308621212054 0.00039490299433865735 0.00032191190380356294 -0.00059051920644445719 0.00046331584490604699 -0.0003629938283469199 -0.00066694858340652469 0.00024270497653421105
leaf_weight=0.0010359190287624791 0.0014482410120327882 0.0015500456436533224 0.0015544744229836942 0.0010132373601071795 0.0012003709479300297 0.0014001605957780891 0.0012699832853783188 0.00137141054994803
leaf_count=520 417 205 357 398 564 1092 157 200
internal_value=0 3.7281e-05 -2.25957e-05 -9.2114e-05 -1.66297e-05 -0.000121572 -0.000252976 -6.32859e-05
internal_weight=0 0.0108079 0.00925788 0.0077034 0.00669017 0.0054898 0.00404155 0.00277157
internal_count=3910 3390 3185 2828 2430 1866 1449 1292
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 1 1 43
split_gain=3.42243e-05 7.29316e-05 4.83696e-05 0.000101259 7.38154e-05 4.44603e-05 4.39233e-05 6.26067e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.09112000000000002 0.076710000000000014 -0.083899999999999988
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=-0.00036518351212079194 -0.00034162500197895137 0.00038349797441484141 5.7483878539945862e-05 0.00046244972341901683 0.00030224740873407741 -0.00057433682149473134 0.00016056893577001048 -0.00062786777392521227
leaf_weight=0.0014928968847524636 0.0010412492829837356 0.0018623289764096397 0.0010018507206992976 0.0015770491711132508 0.0013597629609361488 0.0010413157866484123 0.0013678715124062907 0.0010490465191059443
leaf_count=275 161 388 501 130 340 401 450 1264
internal_value=0 3.06738e-05 -4.32396e-05 2.17375e-05 -9.76857e-05 -0.000219615 -0.000111571 -0.000293078
internal_weight=0 0.0107521 0.00888979 0.0073969 0.00581985 0.00446008 0.00341877 0.0020509
internal_count=3910 3749 3361 3086 2956 2616 2215 1765
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=8
num_cat=0
split_feature=14 15 16 2 4 52 43
split_gain=1.70733e-05 4.80817e-05 3.71945e-05 4.25675e-05 5.98497e-05 3.82984e-05 3.07083e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.38486499999999996 0.11043500000000002 -0.12499499999999999 -0.0066199999999999991 -0.074254999999999988
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=-0.012143258333582331 0.021948999159214583 -0.018092792159569226 -0.017407196592606707 0.017545667311825813 0.0068869576933490622 0.015161865964968619 -0.016778288584022215
leaf_weight=0.0010456735308822336 0.001008726845531909 0.0011232919567696863 0.0017954062062384051 0.0013405548005326158 0.0011516037998717042 0.0018439265218790834 0.0010466824685319439
leaf_count=196 365 267 334 399 578 1488 283
internal_value=0 0.00133315 -0.00117192 0.00147598 -0.00221428 0.00453387 -0.00438091
internal_weight=0 0.00931019 0.00830147 0.00717817 0.00583762 0.00404221 0.00219829
internal_count=3910 3714 3349 3082 2683 2349 861
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=10
num_cat=0
split_feature=1 123 16 43 42 3 2 2 2
split_gain=4.53209e-05 4.09542e-05 4.6675e-05 4.27308e-05 6.79688e-05 9.35045e-05 4.18302e-05 9.93697e-05 5.86514e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.093039999999999984 0.085330000000000003 -0.115685 0.113945 0.097940000000000013 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00045949052974128611 0.00038774095209240499 0.00031537043306982976 -0.00033253718796036357 0.00061094033759754121 -0.00042905609689412449 0.00019859542436337675 -0.00036095817375845249 0.0005300663685986408 -0.00042595345538766781
leaf_weight=0.0011279053138338229 0.0010272401805021996 0.0010952623795877471 0.0015150663664679122 0.0011647558943030283 0.0010445936962755606 0.0010334562245066616 0.001021012846696907 0.0012707104103222427 0.0013120454545721765
leaf_count=136 225 276 494 196 1219 317 145 193 709
internal_value=0 -4.36352e-05 -8.50708e-05 -3.45652e-05 3.13725e-05 0.000114269 -1.04831e-05 8.84711e-05 -0.00015077
internal_weight=0 0.0105848 0.00948955 0.00836164 0.00684657 0.00580198 0.00463722 0.00361621 0.0023455
internal_count=3910 3685 3409 3273 2779 1560 1364 1219 1026
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=8
num_cat=0
split_feature=0 49 457 2 15 15 0
split_gain=1.65924e-05 4.21268e-05 6.09188e-05 4.35231e-05 4.73675e-05 3.48174e-05 3.47887e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 -0.07142999999999998 -0.14097499999999996 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6
right_child=-2 2 -4 5 6 -7 -8
leaf_value=-0.019450270489287165 0.0086701509682381005 -0.010389037657520347 0.021594056864747139 -0.0017681108850190507 -0.0013316466983984722 -0.027957279595069096 0.022342011649649912
leaf_weight=0.0011756041649341135 0.0018095368965410441 0.0016407316929374551 0.0011956046620935365 0.0010002956232881234 0.0011471637067644374 0.001030707808820335 0.001352675200880114
leaf_count=256 255 781 268 213 1483 383 271
internal_value=0 -0.00187106 0.000934113 -0.00306829 0.0028132 -0.0150588 0.0114783
internal_weight=0 0.00854278 0.00736718 0.00617157 0.00414057 0.002031 0.00249984
internal_count=3910 3655 3399 3131 2535 596 1754
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=8
num_cat=0
split_feature=3 39 3 16 47 4 0
split_gain=1.55504e-05 3.5541e-05 3.94615e-05 6.17261e-05 6.02781e-05 7.0631e-05 2.24748e-05
threshold=0.13772500000000001 0.085060000000000011 -0.10628499999999998 -0.25582999999999995 0.090280000000000013 -0.0037349999999999992 -0.15291499999999997
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=0.025012778147613386 0.0092023859807024554 0.014813627125328882 -0.0207221928927411 -0.0062137213992240741 -0.030285288034767929 0.015486592159970848 -0.0041414180049201849
leaf_weight=0.0010200697843884745 0.0015515936054429124 0.0011398063220238903 0.0014815872971017138 0.0016683749647418084 0.0010815509029051891 0.0013626361813248167 0.001020089630440449
leaf_count=112 239 383 1803 373 310 120 570
internal_value=0 -0.00165786 -0.00411706 0.00563447 -0.00941774 -0.00357729 0.00708347
internal_weight=0 0.00877412 0.00763431 0.00268844 0.00494586 0.00386431 0.00238273
internal_count=3910 3671 3288 485 2803 2493 690
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=10
num_cat=0
split_feature=159 51 2 150 42 159 43 2 4
split_gain=4.32941e-05 5.45643e-05 4.31992e-05 7.23194e-05 4.60564e-05 6.01587e-05 5.08746e-05 4.17901e-05 7.22644e-05
threshold=-0.034019999999999988 0.09414500000000002 0.11708 0.090695000000000012 -1.0000000180025095e-35 0.082325000000000023 -0.074254999999999988 0.10113500000000002 -1.0000000180025095e-35
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=-0.00039187590577367663 -0.00024551600423480927 0.00046564256056219009 -0.00036163829847574933 -0.00041633638149693892 0.00055491411653655687 -0.0002196436818587553 0.00060103492589872582 -0.00019145060332250265 -0.00010797159393199296
leaf_weight=0.0010263437069825505 0.001191975322863313 0.0010006475151615639 0.0012114443134177552 0.0011791681707233768 0.0016295120685767099 0.0011902722083872745 0.0012312976150831482 0.0010502496924280312 0.0010028352356200392
leaf_count=520 847 270 379 231 452 325 550 162 174
internal_value=0 2.97329e-05 -1.52968e-05 3.42085e-05 0.000107024 0.000175865 0.000271667 0.000131137 0.000282783
internal_weight=0 0.0106874 0.00968675 0.00847531 0.00729614 0.00610417 0.00491389 0.00328438 0.00223413
internal_count=3910 3390 3120 2741 2510 1663 1338 886 724
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 3 2 12
split_gain=4.06384e-05 7.49905e-05 6.54971e-05 7.06911e-05 6.50785e-05 4.96554e-05 4.15736e-05 0.000102403
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 0.086875000000000022 0.096485000000000015
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=-0.00058987540520776785 -0.00037521198385590362 0.00051519140167156756 -0.00042032004284306938 0.00045115056632860005 -0.00044759643602554339 0.00031982654722550433 0.00023490779699936054 0.00020137131009176845
leaf_weight=0.0013397424717272967 0.0010311519003770716 0.0011078645916730153 0.0013706220389463524 0.0013584415201968068 0.001226553986643019 0.0017905738547364155 0.0011235998512395709 0.0011851257260451502
leaf_count=1103 161 279 419 424 308 224 807 185
internal_value=0 3.27071e-05 -2.41898e-05 4.3475e-05 -3.96088e-05 5.23961e-05 -7.88518e-05 -0.000218479
internal_weight=0 0.0105025 0.00939466 0.00802404 0.0066656 0.00543904 0.00364847 0.00252487
internal_count=3910 3749 3470 3051 2627 2319 2095 1288
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=8
num_cat=0
split_feature=52 2 0 3 16 15 0
split_gain=1.54054e-05 3.01442e-05 5.24306e-05 5.93507e-05 4.42616e-05 6.72349e-05 2.85434e-05
threshold=0.15091000000000002 0.097940000000000013 -0.15007499999999999 -0.032959999999999996 0.081265000000000018 -0.0063699999999999989 -0.11208499999999998
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=-0.021016921232166214 -0.011504744028899328 -0.0073134320409204596 9.7682009689990459e-05 0.030479067145621399 -0.020027702192883193 0.018621716110562323 0.00057365368573416957
leaf_weight=0.0010497153536636705 0.0010515972367802886 0.0014744451710517665 0.0012042662619065518 0.001379632890890273 0.001266342053397128 0.0014474200424358669 0.0014695133988435181
leaf_count=154 487 168 523 337 320 1200 721
internal_value=0 0.00126538 0.00773328 0.0163194 -0.00375068 0.00144572 -0.00842273
internal_weight=0 0.00929134 0.00405834 0.0025839 0.00523299 0.00396665 0.00251923
internal_count=3910 3423 1028 860 2395 2075 875
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=10
num_cat=0
split_feature=484 15 49 0 48 3 0 15 52
split_gain=0.000124643 4.20881e-05 6.55319e-05 6.03046e-05 6.38236e-05 7.44095e-05 4.54417e-05 8.56603e-05 2.70308e-05
threshold=-1.0000000180025095e-35 -0.03231499999999999 -0.006494999999999999 -0.15517999999999996 0.086870000000000017 -0.073984999999999981 -0.014809999999999999 1.0000000180025095e-35 0.09716000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -4 -8
right_child=1 2 6 4 -6 -7 8 -9 -10
leaf_value=-0.0006487951385959525 -0.00010587593709258613 -0.00043399800950302429 0.00067630029684886278 0.00046262247485094225 0.00071119379159748325 -0.00017811681876165963 -0.0003735765988975337 -0.00013142712973719743 8.1957504595003654e-05
leaf_weight=0.001035326373004678 0.0019362519043170665 0.0013657145965200838 0.0010052387174483836 0.00146692972453696 0.0011259857275037017 0.0013273537590510185 0.0010030092837191584 0.001013953811781113 0.001000250661257255
leaf_count=627 201 267 186 451 367 396 188 1182 45
internal_value=0 6.21755e-05 -6.28893e-05 0.000177239 0.000317071 0.000158255 6.31106e-05 0.000270693 -0.000146123
internal_weight=0 0.0112447 0.00538817 0.00585652 0.00392027 0.00279428 0.00402245 0.00201919 0.00200326
internal_count=3910 3283 1868 1415 1214 847 1601 1368 233
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=9
num_cat=0
split_feature=15 1 2 49 151 14 47 1
split_gain=1.62207e-05 2.22889e-05 4.06951e-05 3.62342e-05 6.41717e-05 5.92457e-05 6.25193e-05 5.59115e-05
threshold=0.084050000000000014 1.0000000180025095e-35 0.10113500000000002 -0.006494999999999999 -0.024429999999999997 -1.0000000180025095e-35 0.09252500000000001 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 7 -7
right_child=-2 3 -4 5 -6 6 -8 -9
leaf_value=0.0043267262991172019 -0.011590934481875117 0.010690719317514055 -0.021509225316848554 -0.011838763279943345 -0.023082835491896554 0.010648969505803121 -0.00014557274337719469 0.043732024306606276
leaf_weight=0.0014202301531629708 0.0010855203178265641 0.0011338807049863172 0.0010682327271254836 0.0010133533047772636 0.0011166026553713095 0.0010390837215485645 0.0014664662104979832 0.0010048716778565483
leaf_count=846 1330 259 303 184 144 222 257 365
internal_value=0 0.00132959 -0.00676398 0.00430269 -0.00606641 0.00946111 0.0156097 0.0269136
internal_weight=0 0.00926272 0.00248846 0.00677426 0.00225048 0.00452377 0.00351042 0.00204396
internal_count=3910 2580 1149 1431 403 1028 844 587
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=10
num_cat=0
split_feature=1 123 16 1 2 151 0 133 12
split_gain=3.72942e-05 4.67094e-05 4.38569e-05 4.07218e-05 5.35761e-05 4.62046e-05 6.29722e-05 5.11597e-05 4.49331e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 0.11230000000000001 -0.0074049999999999993 -0.10209999999999998 1.0000000180025095e-35 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00044385892201792061 0.00035582703262585424 0.0003479485848927557 0.00021211555542124776 0.00049403543652811258 -9.0549824452581566e-05 -0.0005793735027489565 -0.00015265108546102878 -0.00043239865378502093 0.00039894131657122208
leaf_weight=0.0011285760655180216 0.0010203663282974578 0.0010875724772108604 0.0012634032047801223 0.0011294530960964527 0.0012925120699000918 0.0012869988561667084 0.0012690467943192191 0.0010265943610601562 0.0010275210609958911
leaf_count=136 225 276 415 182 156 293 868 913 446
internal_value=0 -3.68086e-05 -8.12109e-05 -3.18739e-05 0.000182064 -0.000120091 -0.000211132 -6.85187e-05 9.41401e-05
internal_weight=0 0.0105117 0.00942411 0.00829553 0.00242197 0.00587356 0.00461016 0.00332316 0.00229657
internal_count=3910 3685 3409 3273 338 2935 2520 2227 1314
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=8
num_cat=0
split_feature=47 52 0 0 2 0 2
split_gain=1.51845e-05 2.84525e-05 4.96598e-05 0.000102968 8.89306e-05 5.92941e-05 6.89149e-05
threshold=0.10561500000000001 0.11401500000000002 -0.15007499999999999 -0.23029999999999998 0.11043500000000002 0.012625000000000003 0.086875000000000022
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=0.010384474208020248 0.0086734294380405898 -0.016792017775478417 -0.0048167741034115643 -0.034085661603786142 0.031866128237005929 -0.016383423573833902 0.026751928993658344
leaf_weight=0.0010046300837063538 0.0016816024973082553 0.001093049809916845 0.0017272783092844965 0.0010808418949947232 0.0010350868794375889 0.0015602134522213484 0.001153189089889844
leaf_count=94 280 583 1158 162 439 232 962
internal_value=0 -0.00171134 0.000468712 -0.0126632 0.00547005 -0.000682669 0.00782169
internal_weight=0 0.00865429 0.00756124 0.00208547 0.00547577 0.00444068 0.00288047
internal_count=3910 3630 3047 256 2791 2352 2120
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=3.8803e-05 6.25363e-05 6.46206e-05 5.27586e-05 0.000156351 8.38136e-05 9.12281e-05 5.6304e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.073129999999999987
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=-0.00030057242310089425 -0.00036750580718024768 0.00047684212883358356 -0.00048617214891011649 0.00080696987137553969 -0.00022649105527796807 -0.00043118253364782971 0.00059681802401127565 0.00020645328836067943
leaf_weight=0.0018626171834450231 0.0010349069993697496 0.0010820525217973198 0.0010228876865306718 0.0011306202885541156 0.0011207124163813112 0.0016821653970627778 0.0010217385351477676 0.0015368154244493159
leaf_count=1846 161 279 366 320 101 456 104 277
internal_value=0 3.05092e-05 -2.0992e-05 3.59615e-05 0.000292513 -5.86727e-05 8.30597e-05 -7.13562e-05
internal_weight=0 0.0104596 0.00937756 0.00835467 0.00225133 0.00610334 0.00442117 0.00339943
internal_count=3910 3749 3470 3104 421 2683 2227 2123
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=7
num_cat=0
split_feature=4 0 42 15 2 52
split_gain=1.63146e-05 3.13131e-05 5.10467e-05 4.48442e-05 4.33359e-05 4.29347e-05
threshold=0.28937500000000005 -0.06402999999999999 0.084100000000000022 -0.074174999999999977 0.10113500000000002 -1.0000000180025095e-35
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=0.0089400103477761499 0.0082278069678099995 0.0003367583845850224 -0.025810220690128352 -0.012521317719751466 -0.0086341434829901292 0.029312732430391022
leaf_weight=0.001992244360218413 0.001944495362728651 0.0010365185336803566 0.0011154520873491508 0.0019042533339815818 0.0013152440171684543 0.0010093077245643986
leaf_count=527 426 183 1361 961 345 107
internal_value=0 -0.0019401 -0.00694802 -0.00154833 0.00552759 0.014632
internal_weight=0 0.00837302 0.00501195 0.0038965 0.00336107 0.00204583
internal_count=3910 3484 2849 1488 635 290
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=8
num_cat=0
split_feature=49 3 16 133 15 4 52
split_gain=1.56833e-05 5.6695e-05 3.54747e-05 3.56705e-05 4.76466e-05 5.30446e-05 3.92634e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.081680000000000016
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=0.021414996366036467 -0.018319707446700546 -0.0073833098891666147 -0.015158691546709485 -0.014545726289851719 -0.015605239008037345 0.020815690334215965 0.011558995954182343
leaf_weight=0.0013166134156046031 0.0011773419629918505 0.0014218911052602994 0.0010127742615509512 0.0012539169509479444 0.0010554587548038574 0.0019846043777032381 0.001073084057208515
leaf_count=350 261 209 287 1189 569 496 549
internal_value=0 0.00646229 -0.00237073 0.000572512 0.00427078 0.00905487 -0.00191066
internal_weight=0 0.0027385 0.00755718 0.00637984 0.00512592 0.00411315 0.00212854
internal_count=3910 559 3351 3090 1901 1614 1118
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 13 15
split_gain=1.70955e-05 3.69064e-05 4.4246e-05 4.4875e-05 6.29317e-05 3.19294e-05 4.14662e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083684999999999996 0.089910000000000004 -0.090744999999999978 -0.074174999999999977
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=-0.010370671567050557 -0.014161420434842349 0.026240514042498105 -0.011953951707241964 -0.012455941759294584 0.025123652396258668 0.017478270587092996 -0.0089232491675476141
leaf_weight=0.0013807382774476832 0.0012743106092370522 0.0010907140101538452 0.0013831193360917962 0.0016127170687033868 0.0011438883365560175 0.0012386846504327726 0.0011445871591793198
leaf_count=1060 521 428 274 887 227 225 288
internal_value=0 0.00158961 0.00422587 0.0078176 0.00390814 0.0113903 0.00479871
internal_weight=0 0.00888802 0.00761371 0.00623059 0.00513988 0.00352716 0.00238327
internal_count=3910 2850 2329 2055 1627 740 513
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=8
num_cat=0
split_feature=4 151 0 3 2 12 42
split_gain=1.60931e-05 2.73314e-05 6.18698e-05 4.10014e-05 4.27451e-05 3.92468e-05 5.44106e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.15713499999999997 0.13772500000000001 0.10113500000000002 1.0000000180025095e-35 0.085465000000000013
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=0.0097795607676525211 0.0081975888782942589 -0.027307793311522357 0.014342065156783582 0.017508101108399721 -0.021426338934463336 -0.022404266536204552 0.0092891310684470579
leaf_weight=0.0016079438830951653 0.0019351428172937725 0.0010282057922605245 0.0013344247763095399 0.0010202143206972311 0.0011427289715653802 0.0011476355440999042 0.0010259161586826842
leaf_count=558 426 141 208 92 545 992 948
internal_value=0 -0.00192838 -0.00473855 -0.00064648 -0.00462901 0.000842749 -0.00744499
internal_weight=0 0.00830707 0.00669913 0.00567092 0.00465071 0.00350798 0.00217355
internal_count=3910 3484 2926 2785 2693 2148 1940
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 12 2 13
split_gain=3.22815e-05 6.72134e-05 6.07626e-05 6.97701e-05 8.96802e-05 4.88602e-05 2.60018e-05 1.85866e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.084100000000000022 0.086365000000000011 -0.060719999999999989
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=-0.00040883795574162116 -0.000338143937823841 0.00037498322157996934 0.0002261691380349049 0.00040857708346525795 0.00037704655177036786 -0.00061549576980608419 -0.00018972786159432604 -0.00023860602243295348
leaf_weight=0.0014488338649928474 0.0010091887737177377 0.0017897887778605343 0.0010093465756202467 0.0014934150007942168 0.0013366911479961614 0.0010100520243210794 0.0013522509590880812 0.0010022659175555654
leaf_count=275 161 388 227 130 340 1106 237 1046
internal_value=0 2.90986e-05 -4.24455e-05 3.12414e-05 -6.74379e-05 -0.000203275 -1.19735e-05 -0.00042778
internal_weight=0 0.0104426 0.00865286 0.00720402 0.00571061 0.00437392 0.0023616 0.00201232
internal_count=3910 3749 3361 3086 2956 2616 464 2152
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=9
num_cat=0
split_feature=159 151 4 2 12 47 2 16
split_gain=4.97637e-05 6.03776e-05 0.000104287 9.62314e-05 8.20623e-05 8.08457e-05 6.61414e-05 4.48052e-05
threshold=-0.034019999999999988 -0.0088999999999999982 0.28937500000000005 0.090050000000000005 -0.023959999999999995 0.092255000000000018 0.086650000000000019 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00041371007541007399 0.00021640301475751519 -0.00049982750484481016 0.00061389006894252028 -0.00057174958657828364 -0.00036674221495105986 0.00052397087741791937 -0.00013762768161554317 0.0003225501422786986
leaf_weight=0.0010548952912047384 0.0010294314427206335 0.0010155495378379228 0.0013325842263634527 0.0014132974849063269 0.0014552530557888081 0.0013591231430598082 0.0013799222421183172 0.0019816196260167749
leaf_count=520 331 185 301 308 920 172 632 541
internal_value=0 3.21767e-05 0.00011006 -0.000239601 1.66996e-05 0.000101636 -1.75317e-05 0.000133646
internal_weight=0 0.0109668 0.00852405 0.00244273 0.00719147 0.00617592 0.00481679 0.00336154
internal_count=3910 3390 2751 639 2450 2265 2093 1173
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=9
num_cat=0
split_feature=48 51 4 12 3 47 0 4
split_gain=5.05241e-05 6.81939e-05 9.07892e-05 7.35742e-05 6.93637e-05 6.68157e-05 6.26004e-05 0.000108628
threshold=0.11930500000000001 0.08955500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.092255000000000018 -0.11287999999999999 -0.060264999999999992
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=-0.00041737917899282127 -0.00041341626130050863 -0.00040446553383068941 0.00051680528587275468 0.00020422507162875581 0.00048110524243391578 0.00041429276467612447 3.0754107492607857e-05 -0.00076253528841029234
leaf_weight=0.0013227165889139973 0.0010603682954462611 0.0012048146579257584 0.0015997147042434963 0.0014342545591170932 0.0013755152595294473 0.0011089918932580553 0.0015828712344136604 0.0011427751146108763
leaf_count=245 161 417 366 219 80 229 1252 941
internal_value=0 3.51626e-05 9.05279e-05 4.93588e-06 8.9007e-05 -1.33555e-05 -0.000127363 -0.000301846
internal_weight=0 0.0107717 0.00956684 0.00796712 0.00664441 0.00526889 0.0041599 0.00272565
internal_count=3910 3749 3332 2966 2721 2641 2412 2193
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=10
num_cat=0
split_feature=484 41 150 3 2 1 2 2 0
split_gain=0.000165993 6.48038e-05 9.45269e-05 0.000117103 6.50697e-05 0.00021819 0.000132998 5.33532e-05 4.51584e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.10393500000000001 0.10647000000000001 0.093815000000000009 0.084065000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00077417574090922741 0.00068432828890611095 -0.00041445578541228858 -0.00045016791607688808 0.00049433313982898 -0.0008946679159584402 0.00027770025578750899 0.00079490594606464009 -0.00028282210280789697 -2.1136041235921428e-05
leaf_weight=0.0010182545846535605 0.0014094924899868003 0.0010373331587262532 0.0010748919744602787 0.0011132005200255729 0.0010104069494431636 0.0015414203786327098 0.0011180957356880447 0.0013755108216655281 0.001582034126460536
leaf_count=627 229 191 142 75 301 306 308 974 757
internal_value=0 5.25137e-05 9.98878e-05 0.000164504 6.98498e-05 -0.000186504 0.000195922 3.14019e-05 0.000191766
internal_weight=0 0.0112624 0.0102251 0.00915016 0.00774067 0.00255183 0.00518884 0.00407075 0.00269523
internal_count=3910 3283 3092 2950 2721 607 2114 1806 832
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 4 42 52 0
split_gain=5.39404e-05 8.56054e-05 7.06652e-05 8.43921e-05 0.000100003 5.51638e-05 0.000107109 4.13589e-05 4.0024e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11235500000000002 0.24280000000000004 -0.0010999999999999996 0.084100000000000022 0.084240000000000023 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -7
right_child=-2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=0.00041881227032905218 -0.0004304511193452 0.00054187624976293554 -0.00051074586769569497 -3.6862661577978687e-05 0.00080126056527281286 -0.00054383185179712734 -0.00049445127338360289 -5.7643201694285741e-05 -3.3325136551541366e-05
leaf_weight=0.0019014277970042055 0.0010612865917412366 0.0011363233876630517 0.0010367417740892752 0.0011469969811113141 0.0010469178250073377 0.0013352217875389452 0.0010106109135714116 0.0011090024602641649 0.0010585276374251019
leaf_count=666 161 279 366 132 280 255 940 409 422
internal_value=0 3.28437e-05 -2.71251e-05 3.11171e-05 0.000363083 -8.24181e-05 5.78748e-05 0.000243292 -0.000318083
internal_weight=0 0.0107818 0.00964545 0.00860871 0.00219391 0.00641479 0.00402104 0.00301043 0.00239375
internal_count=3910 3749 3470 3104 412 2692 2015 1075 677
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=9
num_cat=0
split_feature=159 15 4 43 3 12 2 0
split_gain=1.58832e-05 2.79989e-05 2.81228e-05 6.09352e-05 4.27005e-05 4.08867e-05 7.17101e-05 2.32428e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.0017649999999999999 -0.074254999999999988 0.096385000000000012 0.080120000000000011 0.097360000000000016 -0.067584999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 -7 -3
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.011436218160922936 0.017028683147831149 0.025852826826195576 0.0092203039955429649 -0.028167053665030695 -0.0019307748189971508 -0.022836317967014019 0.013973205735134839 0.0048880735069223849
leaf_weight=0.0010954592978836475 0.0010082013178284418 0.0010097951378722648 0.0015125295951785552 0.0013607701762681822 0.0011400621246129821 0.0010784021048209141 0.0010393142818902398 0.0011102482103738627
leaf_count=633 281 192 297 425 139 1450 287 206
internal_value=0 0.0012974 -0.000624794 -0.0066239 -0.0162066 0.00505665 -0.00477126 0.0148738
internal_weight=0 0.00925932 0.00825112 0.00401336 0.00250083 0.00423776 0.00211772 0.00212004
internal_count=3910 3277 2996 861 564 2135 1737 398
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 4
split_gain=3.76428e-05 5.21441e-05 5.38768e-05 6.89174e-05 7.44495e-05 7.12578e-05 6.33094e-05 7.73475e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 0.10786000000000001 -0.060264999999999992
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=-0.00030607033554976248 -0.00036051335518414199 -0.00036225262079226002 -0.00015166628422184935 -0.00030344088004248559 -0.00027085470312046691 0.0005525861731381002 0.00070244418957383481 -5.233922291948745e-05
leaf_weight=0.0012410018391749754 0.0010567668735744695 0.0011766654529042743 0.0011449503973857203 0.0011978941496154699 0.0010750195857392644 0.0015360544601707962 0.0016651837098004482 0.0017255470185367429
leaf_count=346 715 729 117 243 365 721 217 457
internal_value=0 2.72979e-05 7.51163e-05 0.000131806 0.000204759 0.000288968 0.000391368 0.000232551
internal_weight=0 0.0107623 0.00958565 0.00834465 0.00714676 0.00607174 0.00492679 0.0032616
internal_count=3910 3195 2466 2120 1877 1512 1395 1178
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=10
num_cat=0
split_feature=484 39 12 13 151 16 52 1 1
split_gain=0.000150037 4.86596e-05 8.00404e-05 6.54783e-05 5.47578e-05 9.35444e-05 0.000198241 0.00016337 2.27407e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.043015000000000005 -0.0088999999999999982 -0.072359999999999994 -0.091329999999999981 0.10113500000000002 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00072965204987271318 -0.00020984504576977481 -0.00034878205066419708 -0.00041552386447598163 0.000515813388093643 -3.0090626243752566e-05 0.00058203329937524934 -0.0002238454988617478 0.0009307608309281699 -0.00063912303952716834
leaf_weight=0.0010368236238592439 0.0019520576148343172 0.0010733394923017605 0.0010823260768423994 0.0015503604589167793 0.0014026719310821125 0.0011764295166326222 0.0010225455161894026 0.0013210833940655029 0.0010055013307032484
leaf_count=627 434 230 120 399 963 326 392 206 213
internal_value=0 4.88998e-05 8.95018e-05 0.000147462 7.49929e-05 0.000168785 -5.82966e-05 0.000435944 -0.000429739
internal_weight=0 0.0115863 0.010513 0.00943065 0.00788029 0.00592823 0.00320448 0.00272376 0.00202805
internal_count=3910 3283 3053 2933 2534 2100 931 1169 605
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=7
num_cat=0
split_feature=16 160 0 0 12 52
split_gain=1.57767e-05 4.5239e-05 6.23612e-05 3.73959e-05 9.44375e-05 2.56731e-05
threshold=-0.055679999999999993 -0.026849999999999995 -0.06402999999999999 -0.15713499999999997 0.084100000000000022 0.091210000000000013
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=-0.0074247906422562938 0.0098252550230426144 -0.028872954795769623 -0.010476467162088176 0.028722199744184419 -0.0051496445122364122 0.010473231777153232
leaf_weight=0.0018851436569280906 0.0016298025674408153 0.0011979037487602176 0.0012728303708258028 0.0015060321729072233 0.0018152682638445158 0.0010823899900282985
leaf_count=238 715 735 348 439 1387 48
internal_value=0 -0.00396927 -0.0102968 0.00382445 0.0102094 -0.000848602
internal_weight=0 0.00518293 0.00355312 0.00520644 0.0033213 0.00235522
internal_count=3910 1846 1131 2064 1826 396
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=10
num_cat=0
split_feature=48 51 12 1 13 160 3 2 2
split_gain=5.35576e-05 6.95346e-05 8.90604e-05 9.44791e-05 0.000130193 9.38454e-05 4.82946e-05 6.18712e-05 8.29971e-05
threshold=0.11930500000000001 0.08955500000000001 -0.036459999999999992 0.11198000000000001 0.0043150000000000003 -1.0000000180025095e-35 -0.115685 0.10393500000000001 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00034721858227463708 -0.00042920700229970836 -0.00040808467211985155 -0.00041072483647006981 0.00097819797495441027 1.9194003765298131e-05 0.00049825122801662176 -0.00015987211092229991 -0.00035492139106769902 0.00055837685264385447
leaf_weight=0.0015367859488409066 0.0010624598926690385 0.0012293521960193418 0.0013678895294245369 0.0011322024673351607 0.0010480877341414105 0.001276492235697362 0.0011710333947513825 0.0010159663797823645 0.0013110524716445514
leaf_count=424 161 417 820 163 78 202 795 265 585
internal_value=0 3.16353e-05 8.64627e-05 0.000166542 0.000517195 4.20754e-05 0.000171801 5.26743e-05 0.000219511
internal_weight=0 0.0110889 0.00985951 0.00832272 0.00218029 0.00614243 0.00477454 0.00349805 0.00248209
internal_count=3910 3749 3332 2908 241 2667 1847 1645 1380
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=9
num_cat=0
split_feature=41 42 43 4 16 4 2 150
split_gain=4.28352e-05 4.82742e-05 6.47715e-05 5.96888e-05 5.12543e-05 7.73675e-05 9.74474e-05 4.63021e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0072149999999999992 -0.0040999999999999986 0.11339500000000001 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00029631248463467442 -0.00039049486206374273 0.00048132907416794795 -0.00035287311904632805 -0.00048642516065291189 0.00037863234758932983 0.00055907570224352431 -0.00033578479811182614 3.7912252705580459e-05
leaf_weight=0.0014874688446512201 0.0010073307621709287 0.0013500904390064761 0.0013869574059579099 0.0010323672368862556 0.0017850016428265936 0.001485533482626966 0.0012438885535016879 0.0011728729181826676
leaf_count=1022 221 500 243 718 540 361 209 96
internal_value=0 3.20413e-05 8.36888e-05 1.74651e-05 9.3904e-05 -9.09005e-06 0.000117191 0.000329142
internal_weight=0 0.0109442 0.00945671 0.00810662 0.00671966 0.00493466 0.00390229 0.00265841
internal_count=3910 3689 2667 2167 1924 1384 666 457
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=9
num_cat=0
split_feature=49 12 16 133 15 4 0 0
split_gain=1.79063e-05 5.25315e-05 3.18455e-05 3.43577e-05 4.94229e-05 5.21876e-05 3.56499e-05 1.90738e-05
threshold=-0.029304999999999998 0.085185000000000025 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 -0.037619999999999994 -0.090754999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=-0.0036159617657753156 -0.017538601490398837 0.024984590086279485 -0.01583795681593814 -0.014526689662465054 -0.015844054136193084 0.029989052572156505 0.010002884592377958 0.010535790364418537
leaf_weight=0.0017599372072943673 0.0011974951805866071 0.0010111800265417378 0.0010249935778471842 0.0012694281886028065 0.0010103807204505711 0.0010041857580732404 0.0011309213526102002 0.0010119483237289932
leaf_count=370 261 189 287 1189 893 184 225 312
internal_value=0 0.00682037 -0.00256186 0.000217892 0.00382956 0.00867847 -0.00219308 0.020225
internal_weight=0 0.00277112 0.00764935 0.00645186 0.00518243 0.00415744 0.0021413 0.00201613
internal_count=3910 559 3351 3090 1901 1614 1118 496
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=9
num_cat=0
split_feature=484 159 47 12 1 52 52 4
split_gain=0.000135879 6.30949e-05 6.48221e-05 8.01802e-05 7.73521e-05 6.50719e-05 7.52495e-05 7.59767e-05
threshold=-1.0000000180025095e-35 0.087945000000000009 0.10561500000000001 0.10058500000000002 0.11215000000000001 -0.088354999999999989 0.084240000000000023 -0.0025899999999999994
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=-0.00069800734887089848 -0.000338093985446394 0.00045685481414830999 0.00034289271942390811 -0.0005039355858531151 -0.00044008112917187788 0.00080141978481123048 -0.0001160476823557629 0.00015195500948382242
leaf_weight=0.0010003501375734263 0.0010185706307196812 0.0013314197852135794 0.0017699932998676187 0.0013693265133569877 0.0011842742374330367 0.0011207499389608139 0.0017242566684107386 0.0018124023759133585
leaf_count=627 368 394 195 379 234 594 833 286
internal_value=0 5.58716e-05 2.4816e-06 -7.0733e-05 1.57355e-05 0.00011084 0.000209022 0.000400114
internal_weight=0 0.011331 0.00999957 0.00822958 0.00686025 0.00567598 0.00465741 0.00293315
internal_count=3910 3283 2889 2694 2315 2081 1713 880
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 12 0
split_gain=3.63025e-05 8.01984e-05 5.89076e-05 6.41974e-05 0.000163786 7.41184e-05 7.76579e-05 6.1509e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 -0.11524
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=0.00026035130124210968 -0.0003593409454596988 0.00052315618762417237 -0.00045210892575808174 0.00082760643246505784 -0.00022444169919506413 -0.00042517123129450998 0.00047258264084922707 -0.00032046898697571196
leaf_weight=0.0010937099737515093 0.0010403240708630563 0.0011097831433631951 0.0011395296283322276 0.0011427492262020937 0.0011330485952710514 0.0017311487393337861 0.0012255693675336794 0.001952265190916459
leaf_count=176 161 279 398 320 101 455 677 1343
internal_value=0 2.46108e-05 -3.41358e-05 2.3398e-05 0.000303825 -8.292e-05 5.57857e-05 -0.000111915
internal_weight=0 0.0105278 0.00941802 0.00827849 0.0022758 0.00600269 0.00427154 0.00304598
internal_count=3910 3749 3470 3072 421 2651 2196 1519
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=7
num_cat=0
split_feature=42 160 52 43 2 3
split_gain=1.74198e-05 4.11834e-05 4.89131e-05 3.4767e-05 2.93246e-05 3.68412e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044539999999999989 -0.074254999999999988 0.087995000000000004 0.11818000000000002
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=-0.010432982364993269 0.0047004750633878141 0.016389073460156268 -0.026265149884051316 -0.010264432807171153 0.016099137173999762 -0.0047787755711518089
leaf_weight=0.0014042073600961961 0.0010085460557965296 0.0019838809807078087 0.0010321757925344822 0.0016310194782316722 0.0017572895169386215 0.0016284183873494639
leaf_count=1060 240 604 800 520 509 177
internal_value=0 0.0015387 -0.0109616 0.00518262 0.000750989 0.00605752
internal_weight=0 0.00904133 0.00204072 0.00700061 0.00501673 0.00338571
internal_count=3910 2850 1040 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=11
num_cat=0
split_feature=484 4 4 4 0 43 4 12 15 3
split_gain=0.000107663 6.06262e-05 9.67197e-05 8.05331e-05 8.0962e-05 0.000137562 0.000154495 4.53362e-05 6.95493e-05 2.03487e-05
threshold=-1.0000000180025095e-35 0.28937500000000005 -0.0017649999999999999 -0.49837999999999999 0.048950000000000007 -0.080569999999999989 -0.06272999999999998 -1.0000000180025095e-35 -0.053579999999999996 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -4 -9 -3
right_child=1 9 7 4 -6 6 -8 8 -10 -11
leaf_value=-0.00060883910496511745 -0.0003423659355028048 0.00013023739993624507 -0.00057695311638791802 -0.00042647882910429113 0.00071626418032869706 -9.5253659041880806e-05 0.00096262740705602493 0.00010906004793817727 -0.00049201932101082752 0.00050254891545575722
leaf_weight=0.0010590855453333848 0.0010412914227399366 0.0010431473330303476 0.0011538839368773124 0.0011855017316040467 0.0011315971609704538 0.001118044737551732 0.0010104483269845518 0.0019236806814981878 0.0012028805181468192 0.0012297562366995621
leaf_count=627 151 96 155 655 108 910 324 397 177 310
internal_value=0 4.32471e-05 -2.38719e-05 0.000148466 0.000263434 0.00010881 0.000406949 -0.000244783 -0.000122193 0.000331677
internal_weight=0 0.0120402 0.00976733 0.00548688 0.00444559 0.00331399 0.00212849 0.00428045 0.00312656 0.0022729
internal_count=3910 3283 2877 2148 1997 1889 1234 729 574 406
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=7
num_cat=0
split_feature=4 42 43 42 2 2
split_gain=1.84191e-05 2.91997e-05 4.38803e-05 6.32583e-05 5.29764e-05 5.6253e-05
threshold=0.28937500000000005 0.086700000000000013 0.0050750000000000005 -1.0000000180025095e-35 0.084235000000000018 0.10045500000000002
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=-0.0243033053063837 0.0086013545529689001 -0.013458167631026662 0.016349321585316986 0.020933474537173712 -0.018858676759955936 0.008559808016090735
leaf_weight=0.0011279806108855806 0.0019845309666162428 0.001786805329570317 0.0014468927531601627 0.0011243753583884898 0.0014306598719536286 0.0015687850209019655
leaf_count=794 426 1266 314 262 540 308
internal_value=0 -0.00210003 0.000929627 -0.00331856 0.00242135 -0.00451812
internal_weight=0 0.0084855 0.00669869 0.0052518 0.00412382 0.00299944
internal_count=3910 3484 2218 1904 1110 848
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 3 1 0
split_gain=4.10835e-05 7.48905e-05 5.69184e-05 6.25765e-05 0.000177717 7.38818e-05 6.74304e-05 5.76191e-05 2.93862e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.084925000000000014 0.092550000000000007 -0.072559999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00045103188373051456 -0.00038471691368836581 0.00051259871034993899 -0.00046674379824671871 0.00083139318256234072 -0.00026051801237901329 -0.00042587969886869793 0.00049967617929745406 0.00031019036956888592 -1.0677301502026231e-05
leaf_weight=0.0012646144507423196 0.0010288467750002419 0.0010892028793664773 0.0010246389059944292 0.001175006997434841 0.0011186947235570185 0.0017164790729926839 0.0010057512927840601 0.0010195565512268181 0.0010804064452426669
leaf_count=1635 161 279 366 320 101 456 118 316 158
internal_value=0 2.58623e-05 -3.05062e-05 2.28302e-05 0.000298841 -8.11795e-05 5.4204e-05 -7.89581e-05 -0.00024815
internal_weight=0 0.0104944 0.00940515 0.00838051 0.0022937 0.00608681 0.00437033 0.00336458 0.00234502
internal_count=3910 3749 3470 3104 421 2683 2227 2109 1793
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=9
num_cat=0
split_feature=11 48 3 15 3 4 51 15
split_gain=4.8424e-05 6.11151e-05 0.000133489 5.00972e-05 0.000103677 6.25764e-05 4.62412e-05 3.85295e-05
threshold=0.081130000000000022 0.083775000000000002 -0.0026499999999999996 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 0.089355000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -4 -1
right_child=-2 2 6 4 -6 -7 -8 -9
leaf_value=-7.5217637063960011e-05 -0.00042220039663883648 0.00082085064721258141 -0.00029362625574994294 9.6440637028153174e-05 0.00053823935772126887 -0.00045630462569412416 0.00027770480347093815 -0.00052461467697848419
leaf_weight=0.0017304599172400766 0.0010058185900760621 0.0010669672039565949 0.0011590696218449431 0.0019859282852189397 0.0012624051712222264 0.0013048244610112895 0.0010274341619543733 0.0012731229855410826
leaf_count=383 230 455 132 1053 88 741 112 716
internal_value=0 2.75992e-05 0.000252288 -6.91379e-05 6.05301e-05 -0.00012273 -2.51588e-05 -0.000265703
internal_weight=0 0.0108102 0.00325347 0.00755674 0.00455316 0.00329075 0.0021865 0.00300358
internal_count=3910 3680 699 2981 1882 1794 244 1099
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=7
num_cat=0
split_feature=1 4 4 3 49 15
split_gain=1.85156e-05 5.24509e-05 2.16464e-05 5.20775e-05 4.71142e-05 3.11007e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0057500000000000008 -0.010319999999999998 -0.045004999999999996 -0.15202999999999997
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=0.0046100564642309492 0.011069391390994892 -0.021695717506250392 0.024261217685021069 -0.016800476267668337 0.011457549065999986 -0.0074726802784272905
leaf_weight=0.00178418023619071 0.0012036624871029984 0.0013178097548511535 0.0011581308081409156 0.0015135706242078678 0.0015711723427154741 0.0019388545704233148
leaf_count=422 867 1586 137 298 356 244
internal_value=0 -0.00656535 0.00264118 -0.00445486 0.00677162 0.00100095
internal_weight=0 0.00310199 0.00738539 0.00271723 0.00466816 0.00351003
internal_count=3910 2008 1902 1165 737 600
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=11
num_cat=0
split_feature=484 41 157 12 3 1 3 3 2 4
split_gain=0.00028229 8.52084e-05 9.01105e-05 8.94621e-05 0.000108533 0.000137971 9.11735e-05 8.84781e-05 5.84108e-05 2.45875e-05
threshold=-0.0043499999999999988 0.075585000000000013 -0.072409999999999988 0.11655500000000001 0.11265500000000002 0.099595000000000017 0.13772500000000001 -0.115685 0.086875000000000022 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4 -9 -7
right_child=1 -3 3 -5 6 9 -8 8 -10 -11
leaf_value=-0.0010036537524440352 0.00065972526846301528 -0.00046536123989498313 0.00055856865598709641 -0.00047626800145201875 -0.0006713179117045164 0.00088355919083889191 0.00011536542442726435 -0.00045897325700723873 9.847320372787595e-05 0.00045947909576228238
leaf_weight=0.0010166980673328172 0.0010900795276657842 0.0010286438478470409 0.0010180195481238183 0.0010466488451764495 0.0010171050081604345 0.001065123056547502 0.0012782268449975632 0.0011466618142880998 0.0019545017755002551 0.0010377400353897067
leaf_count=612 392 193 96 133 71 265 182 856 912 198
internal_value=0 7.3559e-05 0.000125591 6.47122e-05 0.00013119 0.000265625 -0.000233229 5.70047e-05 -0.000107644 0.00067428
internal_weight=0 0.0116828 0.0106541 0.00956403 0.00851738 0.00622205 0.00229533 0.00411918 0.00310116 0.00210286
internal_count=3910 3298 3105 2713 2580 2327 253 1864 1768 463
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=9
num_cat=0
split_feature=41 12 3 3 43 4 15 2
split_gain=3.82094e-05 3.83428e-05 4.74683e-05 5.084e-05 5.77715e-05 5.39744e-05 0.00011688 2.44759e-05
threshold=0.075585000000000013 0.11655500000000001 -0.100615 -0.075954999999999981 -0.044024999999999988 0.0057500000000000008 -0.095799999999999982 0.096970000000000015
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=0.0003395247756260694 -0.00037094566601698903 -0.00033101346735384904 -0.00041081233778986448 0.00036775035256408765 -0.00047622006041072836 -0.00021200277709467036 0.00058799478753624476 -5.9758559026500993e-05
leaf_weight=0.0019516327337181418 0.0010095931893961659 0.0010342746849154949 0.001018757354027078 0.0017338456739883143 0.0011509623698635119 0.0016447985357962288 0.0012251191060895805 0.0010264056727111977
leaf_count=372 221 182 1828 499 225 235 126 222
internal_value=0 2.79615e-05 6.60354e-05 -2.39514e-06 5.89631e-05 -4.71117e-05 0.000129503 -0.000279901
internal_weight=0 0.0107858 0.00975152 0.00779989 0.00678113 0.00504729 0.00286992 0.00217737
internal_count=3910 3689 3507 3135 1307 808 361 447
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 52 12 4 2
split_gain=3.77475e-05 5.36986e-05 5.66299e-05 6.35489e-05 8.40256e-05 5.69565e-05 7.41439e-05 8.19213e-05 3.32266e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.080899999999999986 0.095295000000000019 -0.060264999999999992 0.10217500000000002
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=-0.00031424874440220095 -0.00036239307203436954 -0.00036981211068189157 0.00065947458933831519 -0.00028613617028645024 -0.00030242124523997306 0.00080858845450174337 -0.00016367502868094023 -9.1804285075140296e-05 0.00039825612479457121
leaf_weight=0.0012298267014764176 0.001037399040573833 0.0011540713240829033 0.0013036936755825429 0.0011712035682402751 0.0010580559017194955 0.0010663304971308407 0.0014984991615081922 0.0011106259253211375 0.0010208362501104504
leaf_count=346 715 729 252 243 365 580 269 267 144
internal_value=0 2.9486e-05 7.82031e-05 0.000136853 0.000207044 0.000296884 0.000196229 0.000364882 0.000142904
internal_weight=0 0.0106131 0.00945907 0.00822924 0.00705804 0.00599999 0.00469629 0.00319779 0.00213146
internal_count=3910 3195 2466 2120 1877 1512 1260 991 411
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=11
num_cat=0
split_feature=484 4 4 1 0 47 4 4 1 2
split_gain=0.000113662 6.58378e-05 0.000113461 8.17549e-05 0.000104813 6.895e-05 7.81586e-05 0.000160275 7.84899e-05 7.05811e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.084074999999999997 0.11603500000000001 0.24280000000000004 -0.0025899999999999994 0.11235500000000002 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -8 -9
right_child=1 2 3 5 -6 -7 8 9 -10 -11
leaf_value=-0.00061597419429429716 -0.00042286641709741258 0.00054197266213604092 -0.00078041001506164284 0.00054007614255934032 7.7781881595742568e-05 -0.00034726192024203098 0.00012276248776981431 -0.00067749030978159804 0.0008054888842938398 1.7673442281141508e-05
leaf_weight=0.0010730886539469407 0.0010391427397983847 0.0018150425664615359 0.0010302794823967409 0.0013254319795215595 0.0011668087074496285 0.0010914176859875245 0.0013663008124141507 0.0010906528250058697 0.0012304493785653061 0.001157455627518577
leaf_count=627 151 180 810 603 775 109 113 161 300 81
internal_value=0 4.93967e-05 9.29266e-05 6.7594e-06 -0.00032465 0.00010703 0.000187386 -7.32132e-07 0.000446267 -0.00031958
internal_weight=0 0.012313 0.0112738 0.0094588 0.00219709 0.00726171 0.00617029 0.00357354 0.00259675 0.00224811
internal_count=3910 3283 3132 2952 1585 1367 1258 845 413 242
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=11
num_cat=0
split_feature=484 15 49 52 3 1 0 16 43 4
split_gain=0.00014451 8.46461e-05 7.38953e-05 7.17435e-05 6.99809e-05 7.46925e-05 8.96033e-05 0.000109372 5.47274e-05 8.35945e-05
threshold=-1.0000000180025095e-35 -0.03231499999999999 -0.006494999999999999 -0.044539999999999989 -0.10628499999999998 0.094485000000000013 -0.18901999999999997 -0.055679999999999993 0.070805000000000021 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7 -8 9 -5
right_child=1 2 3 8 5 6 7 -9 -10 -11
leaf_value=-0.00070454719851681326 0.0005946052131062746 -0.00049407937229631414 0.00047148997523595868 -0.00070243853158306381 -0.00028585147835370896 -0.00022436876294316184 0.00093211083195264229 8.2984787623952472e-05 0.00022533910002356939 8.2199789124045287e-05
leaf_weight=0.0010452886646810508 0.0014315717708463689 0.0014779392016247986 0.0010088068049303152 0.0010569925868428485 0.0013717706180116809 0.0010349508825857612 0.0010668122210090044 0.0012865337419170142 0.0011008817186578691 0.0010314528651049011
leaf_count=627 156 267 244 375 653 92 285 229 161 821
internal_value=0 5.5937e-05 -0.000117016 1.57277e-05 0.000214489 0.00010017 0.000256453 0.000467908 -0.000128433 -0.000314917
internal_weight=0 0.0118677 0.00567607 0.00419813 0.00619164 0.00476007 0.0033883 0.00235335 0.00318933 0.00208845
internal_count=3910 3283 1868 1601 1415 1259 606 514 1357 1196
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=9
num_cat=0
split_feature=52 4 160 52 3 2 16 48
split_gain=1.93007e-05 4.45046e-05 4.27195e-05 3.26452e-05 5.3647e-05 9.68322e-05 9.06251e-05 4.85157e-06
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 0.11110500000000002 -0.13309499999999996 0.106035 -0.15168999999999996 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -3
right_child=2 7 3 -5 5 -7 -8 -9
leaf_value=-0.0064711869734277311 -0.020078265000025117 0.010876442104697983 -0.021003708993004317 0.016718067827742968 0.035976468955144551 -0.020350095241930419 -0.0033267706163672079 0.020716732822677126
leaf_weight=0.0016262653030227874 0.0012308548341295111 0.0010026538449018929 0.0012311238219863104 0.0010155091702130012 0.001093572957765675 0.0011645060360541844 0.0012656456796865038 0.0010014794395242087
leaf_count=795 924 264 136 208 166 225 1061 131
internal_value=0 0.00581997 -0.00316512 0.000442565 -0.00303345 0.00324502 0.0148915 0.0157937
internal_weight=0 0.0036304 0.00700121 0.00577036 0.00475485 0.00352372 0.00235922 0.00200413
internal_count=3910 1190 2720 1796 1588 1452 1227 395
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=7
num_cat=0
split_feature=1 4 151 150 0 16
split_gain=1.63493e-05 4.80024e-05 2.29917e-05 4.4595e-05 4.11152e-05 2.91784e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 0.082085000000000019 -0.075584999999999986 -0.15168999999999996
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=0.004462817775967306 0.002971611299986349 -0.02061334396467154 -0.011521273545927815 0.020600011313421381 0.012669778853274498 -0.015805489249438875
leaf_weight=0.0018025211807964239 0.0016864387980567383 0.0013241786951936857 0.0010166902935019231 0.0013795408782864473 0.0017606757362095358 0.0016249809845668617
leaf_count=422 249 1586 156 263 622 612
internal_value=0 -0.00615711 0.00245573 0.00465831 0.00032239 -0.00624269
internal_weight=0 0.0031267 0.00746833 0.00645164 0.0050721 0.00331142
internal_count=3910 2008 1902 1746 1483 861
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=10
num_cat=0
split_feature=484 48 4 47 12 4 16 52 43
split_gain=0.000143989 7.59158e-05 9.05693e-05 6.58105e-05 0.000123817 8.40926e-05 7.8477e-05 5.9945e-05 7.25808e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 0.10783500000000001 0.098845000000000016 -0.0017649999999999999 -0.094359999999999986 -0.088354999999999989 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00071740892891523878 -0.00016603494021740807 -0.00046021405752768598 0.00050521995407323979 0.0004679126046984691 -0.00066036565441768128 -0.00058723543700267772 9.7319332027015414e-05 2.100396332759546e-05 0.00064344894016172627
leaf_weight=0.0010294758077525864 0.0010695109228901238 0.0010297498917469445 0.0017477292996457361 0.0010873159247080516 0.0010878817028422885 0.001206748868601149 0.0013803003561627739 0.0012625492801818419 0.0016768076971048461
leaf_count=627 376 137 368 107 389 245 277 964 420
internal_value=0 4.78862e-05 9.7627e-05 1.64102e-05 -4.74808e-05 5.36039e-05 -0.000221996 0.000231457 0.000376089
internal_weight=0 0.0115486 0.0105188 0.00877111 0.0076838 0.00659592 0.00258705 0.00400887 0.00293936
internal_count=3910 3283 3146 2778 2671 2282 522 1760 1384
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=8
num_cat=0
split_feature=52 15 147 151 52 13 43
split_gain=1.56889e-05 6.06675e-05 3.27271e-05 8.02395e-05 5.58893e-05 5.23593e-05 4.77761e-05
threshold=-0.081429999999999989 -0.053579999999999996 1.0000000180025095e-35 -0.0088999999999999982 0.11401500000000002 -0.083924999999999986 -1.0000000180025095e-35
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=0.022769624901223251 -0.030293942105384893 -0.0075545930400570567 0.013684862203421353 0.017822361248623044 -0.019843296992470543 -0.019336386098066108 0.0071054635116462447
leaf_weight=0.001235183747552118 0.001051795629080414 0.0014161556267707342 0.0011021648540653862 0.0018274083268896191 0.001166316336702917 0.0011721618927542296 0.0016385120947357396
leaf_count=464 314 507 165 567 581 882 430
internal_value=0 0.0065726 -0.00230925 -0.00488038 -0.000275277 0.0046454 -0.00392183
internal_weight=0 0.00265134 0.00795836 0.00685619 0.0058044 0.00463808 0.00281067
internal_count=3910 971 2939 2774 2460 1879 1312
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=8
num_cat=0
split_feature=474 160 42 160 43 1 4
split_gain=3.88813e-05 5.40008e-05 4.71452e-05 4.42636e-05 6.35734e-05 4.50109e-05 8.79023e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 0.24280000000000004
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=-0.00036002769837836953 0.00036299701531297939 -0.00032384762205127159 0.00043168223617567257 -0.00029532509918548029 0.00024465874167612766 -0.00051791344450074757 0.00017594064927175913
leaf_weight=0.0016854697332452191 0.0010193560079718575 0.0012989844029542902 0.0019940215009217619 0.0010482720051899997 0.0019406327401828255 0.0012997260213019456 0.0015263628717066958
leaf_count=927 424 869 390 248 530 324 198
internal_value=0 -3.76237e-05 2.20384e-05 7.95746e-05 0.000137704 1.47264e-05 -0.000143165
internal_weight=0 0.0107935 0.009108 0.00780902 0.00676074 0.00476672 0.00282609
internal_count=3910 3486 2559 1690 1442 1052 522
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=8
num_cat=0
split_feature=4 151 0 4 1 4 3
split_gain=1.51447e-05 2.83667e-05 5.32656e-05 3.54377e-05 6.93014e-05 3.35026e-05 6.34412e-06
threshold=0.28937500000000005 -0.024429999999999997 -0.15713499999999997 -0.0021099999999999995 0.11561500000000001 -0.23071499999999998 -0.055684999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=0.0098256067636263277 0.0021218846140775224 -0.025290551984447792 -0.0039629070550493079 -0.027172870530729538 0.0079385268813866768 0.015349158737493955 0.013359719398043316
leaf_weight=0.0016609671988958409 0.0010062420635342031 0.0010657136186731043 0.0018998420636241703 0.0012060157489291734 0.0010529271519257501 0.0017039969299298655 0.0010031618345433977
leaf_count=558 122 141 286 627 104 1768 304
internal_value=0 -0.00191149 -0.00472522 -0.000986937 -0.0108069 0.00516838 0.00773219
internal_weight=0 0.00858946 0.0069285 0.00586278 0.00225894 0.00360384 0.0020094
internal_count=3910 3484 2926 2785 731 2054 426
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=9
num_cat=0
split_feature=1 12 159 1 43 13 42 0
split_gain=4.01358e-05 4.7995e-05 6.21489e-05 6.07834e-05 5.7211e-05 0.000106174 7.58793e-05 0.000101946
threshold=0.13662500000000002 0.098845000000000016 0.090705000000000022 0.11215000000000001 0.0050750000000000005 -0.084184999999999996 1.0000000180025095e-35 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00047342767319681855 0.0003613343217823481 -0.00031819442803225574 -0.00043070751027719957 -0.00028826406738222468 0.0005680347719968082 0.00033899543281860244 0.00065431374388854767 -0.00037734348242447421
leaf_weight=0.0010840520770841857 0.0010309106538196099 0.0019976731049213678 0.0010488717104276445 0.0014335899036147966 0.0010881437434334352 0.0019612929129085412 0.0011119059208917568 0.0012510336263233833
leaf_count=626 225 545 360 228 387 228 556 755
internal_value=0 -4.3314e-05 1.78429e-05 7.71708e-05 0.000157813 7.52762e-05 0.000212832 6.00188e-05
internal_weight=0 0.0109766 0.00897889 0.00793002 0.00649643 0.00540828 0.00432423 0.00321233
internal_count=3910 3685 3140 2780 2552 2165 1539 983
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=10
num_cat=0
split_feature=484 4 4 1 4 15 0 0 4
split_gain=0.000126216 4.9351e-05 0.000119397 9.13188e-05 6.03077e-05 7.91371e-05 5.98366e-05 5.62641e-05 3.14869e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 -0.0025899999999999994 -0.10071499999999999 -0.10783 -0.10462499999999998 -0.0040999999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 -6 -7 -4
right_child=1 2 3 4 5 7 -8 -9 -10
leaf_value=-0.00066083724485165062 -0.00036487830297719928 0.00056047713350690451 -0.00061510149940490096 0.00048705897836345423 2.0476045760077502e-05 4.3067948553520025e-05 0.00060435502532904864 -0.000526404746437347 -0.00012367420193951911
leaf_weight=0.001044627709534794 0.0010027932281824166 0.0017353282248119802 0.001005062932659478 0.0012937906859038367 0.0017643087168297785 0.0014148485853378229 0.0010927693906869174 0.0012619962845058813 0.0010000267578558221
leaf_count=627 151 180 1143 629 171 137 238 192 442
internal_value=0 5.08286e-05 9.02744e-05 -2.10356e-06 0.000105938 1.68344e-05 0.000243797 -0.000225409 -0.000370005
internal_weight=0 0.0115709 0.0105681 0.0088328 0.00682771 0.00553392 0.00285708 0.00267684 0.00200509
internal_count=3910 3283 3132 2952 1367 738 409 329 1585
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=8
num_cat=0
split_feature=11 48 2 150 3 1 0
split_gain=1.52671e-05 2.69995e-05 4.18541e-05 6.44094e-05 7.91717e-05 4.71311e-05 6.17992e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.088380000000000014 0.092005000000000017 1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0073616601911616151 -0.010976964068251256 0.01388422784140099 0.014198847450344812 -0.02756368944330035 -0.021829403883437723 0.032607275227325073 0.0017878611615489218
leaf_weight=0.0015742747491145652 0.0011488129867811862 0.0014314787935324801 0.0014759871635256572 0.0010177164388761664 0.0012976314000996188 0.0011027726498396805 0.0015868852036275034
leaf_count=1514 279 339 471 231 152 146 778
internal_value=0 0.00122909 -0.00101982 -0.00443396 -0.000201428 0.00638056 0.014424
internal_weight=0 0.00948675 0.00805527 0.00657928 0.00556156 0.00426393 0.00268966
internal_count=3910 3631 3292 2821 2590 2438 924
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=8
num_cat=0
split_feature=15 42 3 2 160 0 15
split_gain=1.44268e-05 2.70177e-05 6.53128e-05 3.92313e-05 4.85582e-05 4.19411e-05 6.99153e-05
threshold=0.084050000000000014 0.085775000000000004 -0.078669999999999976 0.11339500000000001 0.069910000000000014 -0.014809999999999999 -0.017214999999999998
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=-0.0034219565566471488 -0.010877346611525764 -0.026726467632520103 0.00890220302120962 -0.009747956118650529 0.025425361982905955 -0.0091761343028602047 0.028150580144497523
leaf_weight=0.0015842284134364025 0.0011081940919523301 0.0010318222054446309 0.0010262585461670642 0.0016253741039081952 0.001234757318151731 0.0017343550004318489 0.0012585912617505063
leaf_count=525 1330 440 441 345 292 233 304
internal_value=0 0.00117987 -0.00896029 0.00398589 0.00782672 0.00307924 0.010556
internal_weight=0 0.00949539 0.00205808 0.00743731 0.00581193 0.00457717 0.00284282
internal_count=3910 2580 881 1699 1354 1062 829
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=10
num_cat=0
split_feature=484 12 39 15 2 16 16 0 0
split_gain=0.000107049 4.75334e-05 5.19017e-05 5.27169e-05 6.82655e-05 0.000197084 8.93646e-05 5.3483e-05 6.84472e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 0.08950000000000001 -0.16430499999999995 0.10393500000000001 -0.11180499999999999 -0.114825 -0.066689999999999985 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.0006261740386711885 0.00050802572579611196 -0.00033807141192541957 -0.00029284867619087295 0.00068044208775097962 -0.00085960103276989973 0.00029379363713265359 0.00015577971290418432 0.00033929142800969781 -0.00049505744936141041
leaf_weight=0.0010118855506082115 0.00124990230233813 0.001151473858020175 0.0012443801242106424 0.0011477537622493223 0.0010071145592924402 0.0013110530289490235 0.0014982311556809478 0.0016420396638075633 0.001061358275540374
leaf_count=627 275 154 249 224 123 378 160 226 1494
internal_value=0 3.94951e-05 8.22785e-05 0.000134625 7.37567e-05 -0.000207292 0.00019555 6.30924e-05 -0.000114096
internal_weight=0 0.0113133 0.0101618 0.00891745 0.00766755 0.00231817 0.00534938 0.00420163 0.00255959
internal_count=3910 3283 3129 2880 2605 501 2104 1880 1654
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=11
num_cat=0
split_feature=484 41 150 3 16 1 3 2 2 4
split_gain=0.000116667 5.14799e-05 7.10229e-05 9.72664e-05 5.5361e-05 9.21481e-05 5.67696e-05 8.56507e-05 9.27159e-05 3.62593e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 -0.078669999999999976 0.105395 0.091985000000000011 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00064611459047001689 0.00062648444926720565 -0.00036710302870487357 -0.00039006910203718442 -0.00034953791938150785 -0.00036315932271425619 0.0006512881768430223 0.00031978334789003961 -0.00029676763631769718 0.00076039260437330762 -0.00020188491671543806
leaf_weight=0.0010111392324492147 0.001381749321055681 0.001036372160879556 0.0010552317382627437 0.0010823384647841846 0.00114111648257128 0.0010855549806148019 0.0010095556822266498 0.0012982783079511636 0.0011017784767601152 0.0010399330696959615
leaf_count=627 229 191 142 289 1310 143 295 267 259 158
internal_value=0 4.92569e-05 9.15797e-05 0.000147185 6.18251e-05 0.000128515 2.70062e-05 0.000127067 0.000301681 5.50831e-05
internal_weight=0 0.0112319 0.0101955 0.0091403 0.00775856 0.00667622 0.00559066 0.00444955 0.00315127 0.00204949
internal_count=3910 3283 3092 2950 2721 2432 2289 979 712 453
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=8
num_cat=0
split_feature=4 0 3 3 49 12 1
split_gain=1.82656e-05 2.91539e-05 5.40895e-05 4.7105e-05 3.68625e-05 3.40098e-05 6.4514e-06
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 -0.006494999999999999 0.085775000000000004 0.11353000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1 -2
right_child=6 3 4 -5 -6 -7 -8
leaf_value=-0.0077760269024075793 0.01406848660895243 0.017009730297243751 -0.0083137676619139868 -0.0063359572949784025 0.016968181017089114 -0.030471930147641699 0.0027718360964060335
leaf_weight=0.0018000720003062713 0.0010187411736129475 0.0016801917585682791 0.0011372278249144607 0.0017797911770175913 0.0011701147861162848 0.0010427081246224511 0.0010035276325006553
leaf_count=828 118 277 109 358 111 1801 308
internal_value=0 -0.00209843 -0.00686793 0.00500087 0.00450738 -0.0161007 0.00846265
internal_weight=0 0.00861011 0.00515012 0.00345998 0.00230734 0.00284278 0.00202227
internal_count=3910 3484 2849 635 220 2629 426
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=8
num_cat=0
split_feature=151 4 0 48 42 16 4
split_gain=1.51653e-05 4.72345e-05 4.23129e-05 5.53235e-05 5.33539e-05 4.01764e-05 4.35346e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.086065000000000016 0.084100000000000022 0.15100500000000003 -0.076854999999999993
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=-0.010019581827102646 -0.018778241173660965 0.016757721193243168 0.027029643407097761 0.021355148260148449 -0.018766523929828902 -0.010636333332957498 -0.00022270880404322621
leaf_weight=0.001341399136798112 0.0012497412681407539 0.0016392168607226301 0.0010037033534547111 0.0011356141618131246 0.0015215776896367298 0.0013105446905435822 0.0014091103466676038
leaf_count=423 151 375 571 433 1251 258 448
internal_value=0 0.00135656 -0.00195208 0.00134362 -0.00298921 0.00345831 0.011114
internal_weight=0 0.00926951 0.00763029 0.00638055 0.00524494 0.00372336 0.00241281
internal_count=3910 3487 3112 2961 2528 1277 1019
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=8
num_cat=0
split_feature=14 15 16 1 43 43 3
split_gain=1.63185e-05 4.41976e-05 3.38115e-05 4.15502e-05 0.000107434 4.96508e-05 6.15814e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.30307999999999996 0.095575000000000007 -0.079109999999999986 -0.083899999999999988 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.011850891825057844 0.020720390464972639 -0.016289723644180579 0.011234351739633445 -0.01425128334271545 0.026747156426230906 -0.025470468847352812 0.0026676941972164324
leaf_weight=0.0010586582808306292 0.0010374221098296355 0.0012560377627296301 0.0014008264947533849 0.0010275252058298662 0.0016910618640288617 0.0015596064068104749 0.001551542431355404
leaf_count=196 365 281 661 192 428 1661 126
internal_value=0 0.00123638 -0.00114539 0.00148537 0.0112513 -0.00439885 -0.0114379
internal_weight=0 0.00952402 0.0084866 0.00723056 0.00271859 0.00451198 0.00311115
internal_count=3910 3714 3349 3068 620 2448 1787
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=8
num_cat=0
split_feature=43 0 15 52 16 16 2
split_gain=1.45408e-05 4.46183e-05 7.66875e-05 3.54834e-05 7.1317e-05 2.59445e-05 2.44301e-05
threshold=-0.049504999999999987 -0.017269999999999997 -0.052074999999999989 -0.074484999999999982 -0.0083999999999999995 -0.110495 0.10679500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.012220399837101031 -0.015758325511077368 0.021835639810265799 -0.022069535277220637 0.0089365477894680009 0.020724670378700211 -0.017932668331431194 -0.010657581162842558
leaf_weight=0.0015660250276807411 0.0016182843944427486 0.0011022916601235843 0.0011177230240386131 0.0013683191264771489 0.0013738959986164573 0.001213005386826939 0.0011894549712353031
leaf_count=807 427 177 840 273 228 970 188
internal_value=0 0.00489669 -0.00206062 -0.00284328 0.00121921 -0.00588767 -0.000175412
internal_weight=0 0.00378604 0.00268375 0.00676296 0.00514468 0.00377078 0.00255777
internal_count=3910 1824 1647 2086 1659 1431 461
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=9
num_cat=0
split_feature=49 15 42 47 13 13 4 4
split_gain=1.63482e-05 5.19938e-05 3.17036e-05 3.98807e-05 5.39637e-05 4.55772e-05 2.71556e-05 1.91096e-05
threshold=-0.029304999999999998 -0.033649999999999992 0.093125000000000013 0.10783500000000001 0.0099250000000000015 -0.13934999999999997 0.055260000000000011 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.017427452619884164 -0.013630275103277535 -0.010610292080148642 -0.018195207369578272 0.018252455243669849 -0.023879150877859662 0.0050171287092899983 -0.0050643450755464324 0.023906538798694331
leaf_weight=0.0016994029580365967 0.0013895631562071322 0.0010828376367899013 0.0010941927493617288 0.0010309868317930184 0.0010258807791989248 0.0010634858128302257 0.001055919936404609 0.0010788929720891888
leaf_count=326 184 233 711 162 483 861 246 704
internal_value=0 0.00651527 -0.00242251 0.000174793 -0.00314524 0.00149102 0.00806075 0.0145298
internal_weight=0 0.00278224 0.00773892 0.00664473 0.00561374 0.00458786 0.0031983 0.00214238
internal_count=3910 559 3351 2640 2478 1995 1811 1565
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=10
num_cat=0
split_feature=48 2 40 150 159 52 4 16 1
split_gain=4.98057e-05 0.000101942 8.9026e-05 6.84065e-05 7.92522e-05 6.4105e-05 7.10841e-05 7.97712e-05 2.69326e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.086420000000000011 0.082325000000000023 -0.07984999999999999 0.05309500000000001 -0.008734999999999998 0.11113500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00054613338044304965 -0.00040896030964008727 0.00018709382800904478 0.00062430048098502974 -0.00036774156135190348 -0.00034379156529311617 -0.00047562947153202917 0.00044318698722275394 0.00024984334914802058 0.00061725770155891726
leaf_weight=0.0012618833118260581 0.001086651447631269 0.0011070152717231505 0.0011463072476913432 0.001438912716352006 0.0011997189062515051 0.0011743284614540452 0.0014012240682129201 0.0011567037737334235 0.0011316184996050429
leaf_count=269 161 269 414 249 393 1371 197 301 286
internal_value=0 3.10366e-05 -6.42054e-05 1.66941e-05 0.000107702 0.000218731 9.41666e-05 -0.000115636 0.00040454
internal_weight=0 0.0110177 0.00877908 0.0075172 0.00607828 0.00487856 0.00373226 0.00233103 0.00223863
internal_count=3910 3749 3194 2925 2676 2283 1869 1672 555
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=7
num_cat=0
split_feature=3 1 15 16 16 0
split_gain=1.51358e-05 3.03336e-05 5.65376e-05 4.50471e-05 5.26235e-05 4.08758e-05
threshold=-0.15464999999999998 0.094485000000000013 -0.0071449999999999994 -0.27337499999999998 -0.055679999999999993 -0.014809999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.010528512050551176 -0.023036432362106868 -0.0097439669710817946 0.012618959071960732 0.025394903934257914 2.4503193661280659e-05 -0.01161161285222906
leaf_weight=0.0011965685330085863 0.0015263248691854661 0.0016360736479528932 0.0014401747609290804 0.0013902358493128597 0.0019847844162393688 0.0013477239476619648
leaf_count=259 1165 314 1324 247 474 127
internal_value=0 -0.0014182 -0.00756494 0.00387374 0.0104751 0.000905434
internal_weight=0 0.00932532 0.00431422 0.00501109 0.00337502 0.0027879
internal_count=3910 3651 2616 1035 721 1451
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=9
num_cat=0
split_feature=11 3 159 49 160 49 0 2
split_gain=4.99438e-05 5.77783e-05 4.38815e-05 5.19299e-05 7.51439e-05 5.8206e-05 5.64765e-05 0.000110875
threshold=0.081130000000000022 -0.13927999999999999 0.090405000000000013 -0.006494999999999999 0.085065000000000016 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015
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=0.00043218944514706844 -0.00042337263910966546 -0.00043644310373388434 -0.00040911560039247845 1.2341641481164021e-05 0.00021304255585815948 -0.00021279017486971777 -9.7869097429180589e-05 0.0007625515178286827
leaf_weight=0.001204029831144148 0.0010363320129882945 0.0018156616467637329 0.0010144378418519345 0.0015052971058818229 0.001099690929824875 0.0014343598852325804 0.0013066855615355322 0.0015244508214999437
leaf_count=169 230 438 426 595 162 712 114 1064
internal_value=0 2.70659e-05 -2.32178e-05 2.18505e-05 -0.000191453 0.000129609 0.000242865 0.000389818
internal_weight=0 0.0109046 0.00970058 0.00868615 0.00291535 0.00577079 0.00433643 0.00302975
internal_count=3910 3680 3511 3085 600 2485 1773 1659
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=8
num_cat=0
split_feature=0 4 43 4 1 47 15
split_gain=1.56491e-05 4.31122e-05 4.84207e-05 0.000112704 4.51187e-05 4.19971e-05 9.6391e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.00027999999999999998 0.095575000000000007 0.092645000000000019 -0.20388499999999996
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=-0.016475601667236321 0.0082855417495056021 -0.0131198102436149 0.036484394002811497 -0.018375939743570727 -0.0063677498231575411 -0.011114768633880343 0.035796223281975896
leaf_weight=0.001634421972460014 0.0018503659163270703 0.001704558600879617 0.0010009806593438393 0.0010872675078339566 0.001173822683784759 0.0010653282849885839 0.0010076104185727862
leaf_count=1385 255 846 431 479 210 165 139
internal_value=0 -0.00184434 0.00155269 0.00624062 -0.000744435 0.00515996 0.0131079
internal_weight=0 0.00867399 0.00703957 0.00533501 0.00433403 0.00324676 0.00218143
internal_count=3910 3655 2270 1424 993 514 349
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=10
num_cat=0
split_feature=484 15 15 3 2 2 0 1 12
split_gain=0.000143205 4.08247e-05 5.13901e-05 5.98051e-05 8.66492e-05 9.17044e-05 7.54214e-05 5.82081e-05 4.82625e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.100615 0.10488500000000002 0.093815000000000009 -0.10131499999999999 0.10134000000000001 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 6 -5 -8 -4
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00071733286604031715 0.00040071737059781554 -0.00037959067071849514 1.0417703750025843e-05 0.00030650265465000283 -0.00037472567364724765 0.00061257084016708835 -0.00061928657175651023 4.680896655733708e-05 0.00057859102038817004
leaf_weight=0.0010077754941726714 0.0011717469165392147 0.001131730137757748 0.0010128638104986917 0.0014174243425996258 0.0019796309066830442 0.0010902237341090582 0.0010010302144273955 0.0010166662696987545 0.0013289559822978522
leaf_count=627 278 257 109 134 452 310 1302 172 269
internal_value=0 5.44873e-05 1.38306e-05 6.41592e-05 -3.25705e-05 0.000117107 -4.01416e-05 -0.000283658 0.00033285
internal_weight=0 0.0111503 0.00997853 0.0088468 0.00650498 0.00452534 0.00343512 0.0020177 0.00234182
internal_count=3910 3283 3005 2748 2370 1918 1608 1474 378
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=8
num_cat=0
split_feature=4 12 43 151 43 1 4
split_gain=1.5925e-05 4.98944e-05 5.7721e-05 5.64379e-05 7.67292e-05 3.21791e-05 1.26645e-05
threshold=0.24280000000000004 0.098845000000000016 0.0050750000000000005 -0.0074049999999999993 -0.07526999999999999 0.11235500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -6
right_child=5 -3 -4 4 6 -7 -8
leaf_value=0.01336445058238043 -0.0046398959602044071 -0.022500611987419719 0.02095452258173091 0.0048158619418718213 -0.014791519704915971 0.016744377585212553 -0.030373627071723999
leaf_weight=0.0014543320049457712 0.0013665291968913316 0.0010655690216379568 0.0011713863222397539 0.0019166479366551346 0.0010037984790248326 0.0014507711093507947 0.0010858129754038291
leaf_count=496 206 506 411 809 924 343 215
internal_value=0 -0.00241522 0.000811932 -0.00350898 -0.00963429 0.00637195 -0.0228884
internal_weight=0 0.00769755 0.00663198 0.00546059 0.00400626 0.0028173 0.00208961
internal_count=3910 3361 2855 2444 1948 549 1139
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=8
num_cat=0
split_feature=4 16 48 43 15 49 12
split_gain=1.60704e-05 4.52323e-05 4.92926e-05 5.04644e-05 2.89246e-05 7.63696e-05 4.33595e-05
threshold=0.0057500000000000008 0.22945500000000005 0.085875000000000021 -0.00084499999999999994 -0.017214999999999998 -0.029304999999999998 0.089635000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7
right_child=4 -3 -4 -5 -6 6 -8
leaf_value=-0.019005060290704923 0.023673675393770577 0.01297653156796379 -0.02734629078305811 0.0080125024141135797 0.017327038420941712 0.0012504804439877025 -0.023304840973316983
leaf_weight=0.0011221276510776873 0.0010051968963231033 0.00120681178751335 0.0010816965605063098 0.0018008360359600759 0.0012211364083895594 0.0018862078443643618 0.0011621834029622896
leaf_count=1465 152 364 398 566 152 487 326
internal_value=0 -0.00399447 -0.00910871 -0.00235956 0.00383519 -0.000229211 -0.00811111
internal_weight=0 0.00521147 0.00400466 0.00292296 0.00527472 0.00405359 0.00304839
internal_count=3910 2793 2429 2031 1117 965 813
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=10
num_cat=0
split_feature=1 376 12 48 12 3 52 52 4
split_gain=3.85843e-05 4.92368e-05 7.30124e-05 5.37944e-05 6.5752e-05 0.00010375 7.35732e-05 0.000109604 8.70445e-05
threshold=0.13662500000000002 0.048375000000000008 -0.0089849999999999982 0.11280000000000003 0.10058500000000002 0.099570000000000006 -0.0066199999999999991 0.084240000000000023 -0.0053799999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00055166230982436827 0.00036299949856627027 0.00037391260796572329 -0.0006761061433444215 -0.0004410051630424778 -0.00034409362122970522 0.00057399814318160073 0.00053770023485012199 -0.00024533984670780014 0.00012405712171966682
leaf_weight=0.0011049289895880355 0.0010287890658024655 0.0010298582279605886 0.0010922023831535892 0.0010175324293189847 0.0014148561592191447 0.0015007532008639024 0.0015616515318044167 0.0012274167435485047 0.0010024046788147363
leaf_count=258 225 173 685 120 456 181 667 914 231
internal_value=0 -3.41634e-05 -7.65209e-05 -1.69759e-05 3.8345e-05 0.000123097 -1.54644e-05 0.000193099 -0.000293176
internal_weight=0 0.0109516 0.00992175 0.00881682 0.00779928 0.00638443 0.00488368 0.00278907 0.00209461
internal_count=3910 3685 3512 3254 3134 2678 2497 1581 916
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=10
num_cat=0
split_feature=484 47 159 2 1 2 0 3 49
split_gain=0.000178698 6.48077e-05 9.81289e-05 7.24201e-05 9.46901e-05 9.4262e-05 7.00515e-05 3.23898e-05 1.95439e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.08764000000000001 0.10113500000000002 0.09112000000000002 0.11125500000000001 -0.074249999999999997 0.11818000000000002 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -7 -6
right_child=1 -3 -4 5 8 7 -8 -9 -10
leaf_value=-0.00079188690734665452 4.2791521948800821e-05 0.00038794552840796539 0.00049881561440018839 -0.00078451077162214268 -7.7461505022442413e-05 0.00017088527346060373 0.0006552115250721502 -0.000313968411237528 -0.0004570141094916074
leaf_weight=0.001037992532019979 0.0018422644476179706 0.0019050186516936249 0.0012737481733084153 0.0010914418221194483 0.0010753350085825064 0.0010434479920164339 0.0011767831932748534 0.0010759287372383685 0.0010128853589955219
leaf_count=627 1381 213 381 276 127 320 151 92 342
internal_value=0 5.76104e-05 -7.99689e-06 -8.56051e-05 5.94594e-05 -0.000316351 0.000281504 -7.52569e-05 -0.000261562
internal_weight=0 0.0114969 0.00959183 0.00831809 0.00510727 0.00321082 0.00301905 0.00211938 0.00208822
internal_count=3910 3283 3070 2689 2001 688 1532 412 469
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=8
num_cat=0
split_feature=43 42 3 52 16 2 2
split_gain=1.89758e-05 4.01711e-05 8.08996e-05 3.42156e-05 6.48714e-05 2.92391e-05 2.17881e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=-0.010395408734105153 -0.015925040647188315 -0.0016073698264236066 0.034074289041624156 -0.017168846846043525 0.019449688747448676 0.011464027299593116 -0.0080328280697123371
leaf_weight=0.0011093395077729777 0.0016170209447970846 0.0016376414154772802 0.0010382653805667118 0.0014465118561488143 0.001362807446548449 0.0010646213829028715 0.0012416937269938224
leaf_count=510 427 842 472 857 228 330 244
internal_value=0 0.00560434 0.0122373 -0.00324528 0.000762716 -0.0060233 0.000967143
internal_weight=0 0.00378525 0.00267591 0.00673266 0.00511563 0.00375283 0.00230632
internal_count=3910 1824 1314 2086 1659 1431 574
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=8
num_cat=0
split_feature=43 16 160 13 4 1 1
split_gain=1.63051e-05 3.64093e-05 7.82527e-05 8.17653e-05 5.27287e-05 4.47256e-05 5.39878e-05
threshold=-0.18906999999999999 -0.055679999999999993 -0.026849999999999995 -0.0097449999999999985 -0.0025899999999999994 0.094385000000000011 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.0098824191736265037 0.023661860591756397 0.010054389180926823 -0.0048327766176703684 -0.040217372111591695 -0.019294769287343444 0.020516579266328345 -0.0078819348369362826
leaf_weight=0.0014271199299614205 0.0010932615775852642 0.0015016764731421756 0.0017168453558968537 0.0010539253494487504 0.001008549552859657 0.0012575521273486797 0.0014314055145613915
leaf_count=261 1078 692 635 384 391 152 317
internal_value=0 -0.00161725 -0.0083289 -0.0182921 0.00436825 -0.00133639 0.00539928
internal_weight=0 0.00906322 0.00427245 0.00277077 0.00479077 0.00369751 0.00268896
internal_count=3910 3649 1711 1019 1938 860 469
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=9
num_cat=0
split_feature=484 4 4 1 47 3 2 15
split_gain=0.000233892 6.79259e-05 9.38377e-05 8.91583e-05 5.53367e-05 5.46778e-05 0.000135213 0.000109462
threshold=-0.0043499999999999988 -0.49837999999999999 -0.15333499999999997 0.083370000000000014 0.11603500000000001 0.11818000000000002 0.087995000000000004 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00091606363516677437 -0.00041464578547125054 0.0005372037147308305 -0.00032747703857112742 0.00045964202014111573 -0.00027733938267621172 -0.0001399713692047128 0.00071763439049518641 -0.0003380247434933632
leaf_weight=0.001000501188757631 0.0010068265836745338 0.0017217409948929287 0.001998927716611071 0.0012346939223511402 0.0010242893371268172 0.001287952716188534 0.0018962314226815672 0.001424546265388823
leaf_count=612 152 182 1595 142 109 190 357 571
internal_value=0 7.20367e-05 0.000118314 3.69735e-05 0.000143051 0.000216741 0.000317593 3.23345e-05
internal_weight=0 0.0115952 0.0105884 0.00886664 0.00686771 0.00584342 0.00455547 0.00265924
internal_count=3910 3298 3146 2964 1369 1260 1070 713
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=10
num_cat=0
split_feature=4 42 15 3 47 150 52 15 16
split_gain=5.71296e-05 4.75716e-05 7.87001e-05 7.42801e-05 5.05944e-05 4.56534e-05 5.90793e-05 4.5496e-05 3.32206e-05
threshold=0.28937500000000005 0.086700000000000013 0.079360000000000014 -0.10628499999999998 0.077735000000000012 0.086420000000000011 -0.0093349999999999978 -0.43091499999999999 0.041215000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -2 -3
right_child=7 8 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00050119598687451816 -6.788804334793193e-06 -0.00058100421084645627 -0.00048180712842906052 0.00059734045098224517 -0.00032868131357261351 -0.00024071751020326204 1.2806814011234949e-06 0.00054926875081258159 -8.6125985823530603e-05
leaf_weight=0.0013132825133256049 0.0011095585992335283 0.0010346121237636626 0.0011032964510676764 0.0010598614324721116 0.0014709252782863329 0.0010751104133861315 0.0016112099294201317 0.0011541585310449708 0.0010516047480296062
leaf_count=212 209 918 795 452 281 186 292 217 348
internal_value=0 -6.9152e-05 2.5589e-06 8.43916e-05 -2.0529e-05 0.000100466 0.000237793 0.000276718 -0.00033155
internal_weight=0 0.0097199 0.00763369 0.00653039 0.00521711 0.00374618 0.00267107 0.00226372 0.00208622
internal_count=3910 3484 2218 1423 1211 930 744 426 1266
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=9
num_cat=0
split_feature=4 0 2 4 4 13 2 2
split_gain=1.55321e-05 4.06236e-05 3.4128e-05 2.85509e-05 3.99279e-05 3.50266e-05 2.02048e-05 1.81219e-05
threshold=0.0057500000000000008 -0.089879999999999974 0.10113500000000002 0.055260000000000011 0.17888000000000001 -0.034809999999999987 0.10869000000000002 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -2 -5 -6 -7 -3
right_child=3 2 -4 4 5 6 -8 -9
leaf_value=-0.017698858907285144 0.017914059478058034 -0.00041083370620488248 -0.010433671088326256 -0.017008863666096555 0.020083702549142029 0.0078008340527473121 -0.012114860501964083 0.017464641625615708
leaf_weight=0.0015185432554939348 0.0011231978663131378 0.0010450152702422399 0.001423812382598714 0.0010413667780443305 0.0010883349619066258 0.0010209191141125019 0.0010167122610069417 0.0012402085789327564
leaf_count=581 221 1042 380 301 321 127 147 790
internal_value=0 -0.00392182 0.00171874 0.00376391 -4.99064e-05 0.0055997 -0.00213645 0.00929032
internal_weight=0 0.00522758 0.00370904 0.00529053 0.00416733 0.00312597 0.00203763 0.00228522
internal_count=3910 2793 2212 1117 896 595 274 1832
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=7
num_cat=0
split_feature=1 12 2 12 1 3
split_gain=1.52932e-05 3.17719e-05 4.71046e-05 3.81765e-05 7.33637e-05 4.55632e-05
threshold=0.12864500000000004 0.098845000000000016 0.081110000000000015 0.085185000000000025 0.085990000000000011 0.11265500000000002
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=-0.013751248700250716 0.008894942067079678 -0.015502174824390709 -0.019387703420594943 0.018082035388796224 0.020252814807054497 -0.005424186365612824
leaf_weight=0.0016948817418565472 0.0016168537316008638 0.0014005040125307303 0.001318746127037875 0.0016469127158777802 0.0016038807939060904 0.0012142800250838359
leaf_count=739 331 522 618 1253 310 137
internal_value=0 -0.00167908 0.00090951 0.00520568 7.95669e-05 0.00918919
internal_weight=0 0.00887921 0.0074787 0.00578382 0.00413691 0.00281816
internal_count=3910 3579 3057 2318 1065 447
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=7
num_cat=0
split_feature=3 1 151 1 15 0
split_gain=1.61853e-05 2.66656e-05 4.99363e-05 5.18767e-05 4.77946e-05 4.30738e-05
threshold=-0.15464999999999998 0.094485000000000013 -0.0060399999999999994 0.11986000000000001 -0.0071449999999999994 -0.014809999999999999
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=0.010910326225834831 -0.021626902489866824 -0.014756576381791895 0.020195322270845854 -0.0030398607552072293 0.012584275184223913 -0.012343616757798751
leaf_weight=0.0011946935389659874 0.0015012648287032419 0.0011526193332305141 0.0019891984484562519 0.001858835695995121 0.001432475583157641 0.0013431001984468378
leaf_count=259 1165 265 417 353 1324 127
internal_value=0 -0.00145584 0.00350218 0.00897131 -0.00725296 0.000521677
internal_weight=0 0.00927749 0.00500065 0.00384803 0.00427684 0.00277558
internal_count=3910 3651 1035 770 2616 1451
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=9
num_cat=0
split_feature=50 12 160 1 52 12 15 2
split_gain=1.51003e-05 3.35499e-05 4.70715e-05 4.16251e-05 4.27942e-05 4.44465e-05 6.84767e-05 2.99051e-05
threshold=0.07992500000000001 -0.036459999999999992 0.087825000000000014 0.12864500000000004 -0.087604999999999988 0.099370000000000014 -0.10192499999999999 0.094010000000000024
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=-0.013324767827573913 -0.011703879972541759 -0.015185525671377093 -0.01549264123740746 0.025182344348023723 -0.0083258809074986308 -0.0098395142992790206 0.030061013310363406 0.0084738442970235979
leaf_weight=0.0013614073821193772 0.0010034750246102628 0.001019622179640977 0.001109067740216311 0.0010360269262977406 0.0011058727097641077 0.0011546825173979966 0.0015781337098078217 0.0010815252765001594
leaf_count=443 755 488 310 123 208 258 1072 253
internal_value=0 0.00119828 0.00364379 0.00668622 0.00346013 0.00732409 0.0125872 0.0212828
internal_weight=0 0.00944634 0.00808493 0.00697586 0.00593984 0.00492021 0.00376553 0.00265966
internal_count=3910 3155 2712 2402 2279 1791 1533 1325
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=6
num_cat=0
split_feature=52 160 2 16 4
split_gain=1.72781e-05 4.41652e-05 3.95316e-05 9.81631e-05 3.91632e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.0040999999999999986
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0060006055763763676 -0.020370751064113079 0.010980018183225819 0.012832803955946107 -0.021074241489983773 0.015063285730839621
leaf_weight=0.0016015835243212706 0.0012029756809631602 0.0019101882402575315 0.0018266237447875592 0.0019113367722913576 0.0019664246701081543
leaf_count=795 924 265 315 1216 395
internal_value=0 -0.00297336 0.000732033 -0.00505193 0.00560827
internal_weight=0 0.00685112 0.00564815 0.00382153 0.00356801
internal_count=3910 2720 1796 1481 1190
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=10
num_cat=0
split_feature=484 15 16 160 1 0 2 43 0
split_gain=0.000145086 7.46503e-05 6.76952e-05 7.88613e-05 6.36967e-05 6.96979e-05 5.56936e-05 5.00034e-05 1.61406e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.0083999999999999995 -0.075234999999999982 0.11561500000000001 -0.14293499999999998 0.096540000000000015 -0.019509999999999996 -0.088709999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5 -3 -7
right_child=1 7 3 6 -6 8 -8 -9 -10
leaf_value=-0.00070438175049424912 0.00013921117834853376 4.4282376009554121e-05 0.00074991313498591497 -0.00012555799497273543 0.00034852682431832041 -0.00055852873327510955 0.00041579525318825248 -0.00054804541859262003 -0.00021007211267875796
leaf_weight=0.0010354908843287032 0.0018271559922523064 0.001053199038440247 0.001197082686479476 0.001422675791455102 0.0014031224674101398 0.001042780506120093 0.0015020401438925191 0.0011421777778656194 0.0010023069729873419
leaf_count=627 213 560 229 290 289 318 318 791 275
internal_value=0 6.16518e-05 0.000137704 0.000325979 -9.40091e-06 -0.000139097 0.000152464 -0.000263885 -0.000387749
internal_weight=0 0.0115925 0.00939716 0.0041218 0.00527537 0.00387224 0.00292472 0.00219538 0.00204509
internal_count=3910 3283 1932 837 1095 806 608 1351 593
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=8
num_cat=0
split_feature=0 151 150 1 2 1 15
split_gain=1.77243e-05 3.62296e-05 4.58296e-05 4.69365e-05 3.74396e-05 5.94303e-05 5.56116e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.082965000000000025 0.12864500000000004 0.11165000000000001 0.081005000000000008 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.013317632524812687 0.0088479304538240846 -0.019366578951790447 0.015966684069137704 0.014166278764870664 -0.023303099398514944 0.0037664832086954586 -0.027937919171506554
leaf_weight=0.0013987413858395749 0.001848850254324629 0.0010480904529111094 0.0015238082922346746 0.0012086004786764143 0.0011855769889986172 0.0010462640943660209 0.0011741226662746592
leaf_count=1595 255 222 346 256 349 139 748
internal_value=0 -0.00194613 0.000476314 -0.00344904 -0.00788009 -0.00282772 -0.0129985
internal_weight=0 0.0085852 0.00753711 0.00601331 0.00480471 0.00361913 0.00222039
internal_count=3910 3655 3433 3087 2831 2482 887
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=9
num_cat=0
split_feature=124 484 160 2 0 16 4 4
split_gain=1.69308e-05 2.39351e-05 7.65816e-05 5.55203e-05 0.000134807 8.17871e-05 4.97491e-05 5.87237e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.16268499999999997 0.15045000000000003 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=0.012239667461487311 -0.028684190155379194 0.012529138507633332 0.011489567086111338 -0.0070958572971979265 -0.035408768947720201 0.031890137222281907 0.021416038249896484 -0.017318530311533513
leaf_weight=0.0010146719599228677 0.0010319245865065777 0.0010962724112567801 0.0013572960015917578 0.0010016656383702945 0.0011493632221183103 0.0011627435739541725 0.0011134559655539954 0.0014782391589553119
leaf_count=310 742 438 1327 163 140 319 159 312
internal_value=0 -0.0013577 -0.00319306 0.000428827 -0.00526796 0.0138478 0.0035046 -0.00352885
internal_weight=0 0.00939096 0.00829469 0.00726276 0.00509835 0.00216441 0.00394899 0.00283554
internal_count=3910 3600 3162 2420 1938 482 1798 1639
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=11
num_cat=0
split_feature=41 49 160 133 43 15 1 47 3 16
split_gain=4.47094e-05 4.39947e-05 6.15976e-05 5.08045e-05 7.98683e-05 0.00010945 5.9985e-05 7.09628e-05 2.55636e-05 1.46654e-05
threshold=0.075585000000000013 -0.006494999999999999 0.069910000000000014 0.086685000000000012 -0.074254999999999988 -0.017214999999999998 0.076710000000000014 0.07813500000000001 0.094625000000000015 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -3 -6 8 -8 -1
right_child=-2 3 -4 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00021342007207383862 -0.00039539636201405183 8.7054539041075146e-05 0.00014752264682523199 -0.00030059718014331004 -0.0003969800369703336 0.00095114391578764136 0.00057791995763214555 -0.00021565442786957559 0.00014459334239345237 -0.00054889474651245447
leaf_weight=0.0010035627051115377 0.0010591818982337584 0.0012792047967389744 0.0014704996277650094 0.0010149157672925228 0.0010338702586157786 0.0010074262638818064 0.0010710001213874506 0.0013101359331357458 0.0010237523239888001 0.0010004253371005936
leaf_count=134 221 417 218 845 749 194 430 179 156 367
internal_value=0 2.60485e-05 -0.000157254 0.00010833 0.00017004 0.000467748 1.66753e-05 0.000142279 0.000366144 -0.000380895
internal_weight=0 0.0112148 0.00347449 0.00774031 0.00672539 0.00228663 0.00443876 0.00340489 0.00209475 0.00200399
internal_count=3910 3689 719 2970 2125 611 1514 765 586 501
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=8
num_cat=0
split_feature=0 1 4 49 3 12 3
split_gain=1.78634e-05 4.12596e-05 3.01595e-05 5.19163e-05 3.68947e-05 3.10215e-05 0.000117818
threshold=0.055865000000000005 0.076710000000000014 0.0057500000000000008 -0.045004999999999996 -0.010319999999999998 0.092475000000000016 0.10856000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-0.016650737112160831 0.0089344746106609224 0.0069835440897818568 0.02559669245956522 0.029960586544998315 -0.017764255908638667 -0.013300749367803556 -0.015047914278337793
leaf_weight=0.0015617925575647637 0.0018284723343773021 0.0010274093755565001 0.0010562986433183814 0.0011338555059820547 0.0014562788247168155 0.0011331356995849529 0.0011940843784844556
leaf_count=1921 255 752 128 273 281 158 142
internal_value=0 -0.00195391 0.00132465 0.00619136 -0.00752701 0.000268975 0.0068741
internal_weight=0 0.00856285 0.00700106 0.00451737 0.00248369 0.00346108 0.00232794
internal_count=3910 3655 1734 701 1033 573 415
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=9
num_cat=0
split_feature=15 150 16 151 52 2 15 3
split_gain=1.68516e-05 2.33359e-05 6.3118e-05 5.14241e-05 4.29993e-05 9.47454e-05 5.00784e-05 8.01829e-05
threshold=-0.26361999999999991 0.082085000000000019 -0.30307999999999996 -0.07299499999999999 0.11110500000000002 0.10113500000000002 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -8
right_child=1 3 4 -5 -6 -7 7 -9
leaf_value=0.011101407583204588 -0.026396926419927233 0.02234788783191681 -0.010796696004337239 -0.0083710769497942952 0.018237379387475171 -0.02959082480832578 -0.0068450762142789976 0.031000445467057266
leaf_weight=0.0012016248529562309 0.0010920226547472397 0.0011297843539177105 0.0014748757427655384 0.0010527204119918467 0.0010393028526111342 0.0011261355933277818 0.001071653809213622 0.001172148887701418
leaf_count=302 232 283 605 204 501 439 1192 152
internal_value=0 -0.00149383 -0.0043172 0.00753075 -0.000219459 -0.00417879 0.00351679 0.0129252
internal_weight=0 0.00915864 0.00697614 0.0021825 0.00588412 0.00484481 0.00371868 0.0022438
internal_count=3910 3608 3121 487 2889 2388 1949 1344
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=8
num_cat=0
split_feature=2 3 150 4 13 48 3
split_gain=1.6117e-05 5.04689e-05 2.6597e-05 3.52304e-05 4.28375e-05 4.73205e-05 4.64725e-05
threshold=0.11462500000000002 0.12046500000000002 0.090695000000000012 0.15045000000000003 -0.13934999999999997 0.083775000000000002 -0.077894999999999978
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=-0.021515113320707574 0.023738047904972887 -0.0078716883962052699 -0.015242228705991866 0.013728581187727776 -0.02008921246444946 0.018215961083718233 0.0043919684090203935
leaf_weight=0.0010480538806644738 0.001013206349605897 0.0010072343157280933 0.0012790299601241556 0.0015530039324151337 0.0012781460855332224 0.0011700497299010669 0.0019713841967081576
leaf_count=122 411 188 248 265 1608 432 636
internal_value=0 0.0079799 -0.00197946 0.000436774 -0.00333858 0.000971787 -0.00523728
internal_weight=0 0.00202044 0.00829967 0.00702064 0.00546763 0.00441958 0.00324953
internal_count=3910 599 3311 3063 2798 2676 2244
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=8
num_cat=0
split_feature=13 47 51 0 3 4 16
split_gain=2.03088e-05 3.57807e-05 5.8328e-05 4.74703e-05 6.22799e-05 8.58367e-05 4.69065e-05
threshold=-0.23438999999999996 0.11669500000000001 0.08955500000000001 -0.10575999999999998 -0.13927999999999999 -0.030814999999999995 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.011452743840324957 -0.001118449436660588 -0.019463747641794309 -0.02063855319662709 0.017686994025941507 0.0068807300638546636 -0.027345365762412754 0.024948331260452771
leaf_weight=0.001340455660250592 0.0011982255695021792 0.0010110296092808004 0.001120210718658571 0.001064315327460211 0.0014384389353748457 0.0014936158776216746 0.0016286384204644735
leaf_count=210 228 164 389 206 1379 1084 250
internal_value=0 -0.00174524 0.000509943 0.00398202 -0.00303311 -0.0105544 0.0138994
internal_weight=0 0.00895447 0.00794344 0.00682323 0.00399637 0.00293205 0.00282686
internal_count=3910 3700 3536 3147 2669 2463 478
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=8
num_cat=0
split_feature=3 2 2 13 15 3 3
split_gain=1.74993e-05 3.32061e-05 4.03433e-05 3.24711e-05 3.68945e-05 6.43148e-05 4.02472e-05
threshold=0.13772500000000001 0.11542500000000001 0.10796500000000002 -0.088444999999999982 -0.03231499999999999 -0.069909999999999986 -0.073984999999999981
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=-0.016340238638772077 0.0098580548729460676 0.013541971347383511 -0.021455696983464646 0.023085787242452194 -0.024085959137617116 0.0087226134872324355 -0.00091469534811714013
leaf_weight=0.0011484234898080509 0.0015253097139391178 0.0012213918740808629 0.0011520031490727042 0.0012805195265086686 0.0011399485330662201 0.0012556294745250359 0.001537796609182504
leaf_count=448 239 419 218 554 1370 253 409
internal_value=0 -0.00175048 -0.00423614 -0.00111826 0.00223457 -0.00688952 0.00999007
internal_weight=0 0.00873571 0.00751432 0.00636232 0.00521389 0.00239558 0.00281832
internal_count=3910 3671 3252 3034 2586 1623 963
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=9
num_cat=0
split_feature=11 3 2 13 15 0 12 0
split_gain=3.95107e-05 5.77304e-05 3.63436e-05 6.6737e-05 6.11367e-05 4.21096e-05 0.00010509 6.05517e-05
threshold=0.080455000000000013 -0.13927999999999999 0.097940000000000013 -0.089899999999999994 -0.074174999999999977 -0.053834999999999994 0.090385000000000007 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00045701434614872898 -0.00036684510920979434 7.6308312874119247e-05 0.00046199682916322435 0.0002474616785381582 -0.00035877323407476337 -0.000401962480007138 0.0005039716006312473 -0.00050272813791877972
leaf_weight=0.0011368109772411849 0.0010069291120340758 0.0013883139480094899 0.0014730705186692507 0.0012534197248516312 0.0013058881154554517 0.0014525265672411377 0.0010949877642851247 0.0013890594771635632
leaf_count=159 241 158 220 354 410 209 756 1403
internal_value=0 3.97701e-05 -1.09207e-05 0.000129504 -6.187e-05 -0.00011726 -1.04682e-05 -0.000213288
internal_weight=0 0.0104941 0.00935727 0.00403238 0.00255931 0.00532489 0.00387236 0.00277737
internal_count=3910 3669 3510 984 764 2526 2317 1561
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=10
num_cat=0
split_feature=484 15 42 151 48 1 1 4 43
split_gain=8.87327e-05 5.24498e-05 9.67822e-05 0.000100843 6.80414e-05 6.81738e-05 8.04821e-05 6.05509e-05 5.70251e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 0.091555000000000011 0.095575000000000007 0.11593500000000001 -0.072054999999999994 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -3
right_child=1 8 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00055839333181956024 -0.00026759033185584804 0.00010539173137210488 -0.00041451666163380463 0.00022056503378803103 0.0006618102278717424 0.00074990262905740067 1.726475925477704e-05 -0.00039497209779913972 -0.00053861132380678503
leaf_weight=0.0010169530328048458 0.0014984352932867805 0.0010119668399305799 0.001169489405765744 0.001457918463305348 0.0015067977662268622 0.001304225545316602 0.0010331197419862369 0.0010620033195574531 0.00110678689184909
leaf_count=627 383 714 325 109 192 212 193 518 637
internal_value=0 4.66321e-05 0.000111765 0.000190045 0.000297797 0.000184874 0.000426073 -3.88488e-05 -0.00023102
internal_weight=0 0.0111507 0.00903199 0.0078625 0.00636406 0.00485727 0.00233735 0.00251992 0.00211875
internal_count=3910 3283 1932 1607 1224 1032 405 627 1351
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=8
num_cat=0
split_feature=11 4 3 3 2 3 43
split_gain=1.71602e-05 2.98777e-05 7.37674e-05 3.98192e-05 3.54745e-05 6.28514e-05 7.41446e-05
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 -0.078669999999999976 0.11230000000000001 0.096385000000000012 -0.074254999999999988
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=0.025449854767894593 -0.011745402023647268 -0.017724995558051678 -0.0074576787367343703 0.018504075702600532 -0.01055806030088817 0.027558652835101973 -0.016808740713351734
leaf_weight=0.0014651592233518535 0.0011134594063456444 0.0013311083556471169 0.0012731041935756238 0.0010470476793925936 0.0016156611814298989 0.0010691567334806199 0.0013759426460125848
leaf_count=973 279 1017 172 323 461 120 565
internal_value=0 0.00140052 0.0101501 -0.0023204 0.00169408 0.00736261 -0.001549
internal_weight=0 0.00917718 0.00273826 0.00643892 0.00510781 0.00349215 0.00242299
internal_count=3910 3631 1145 2486 1469 1008 888
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=9
num_cat=0
split_feature=48 48 51 2 40 13 2 3
split_gain=3.71865e-05 7.83996e-05 6.00392e-05 9.5853e-05 6.8788e-05 7.10347e-05 8.26442e-05 7.87954e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 -0.083514999999999992 0.088055000000000008 -0.075679999999999983
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=-0.0005122413591291358 -0.00035870204548091192 0.00052581721596279066 -0.00040967970799454665 0.00050875769657597581 0.00038396614096877589 -0.00026604863807357722 -0.00053633850128333702 0.00039705498709922358
leaf_weight=0.0010845661279955685 0.0010361785399595593 0.0011002036544805376 0.0013520935031375294 0.0013720257338495139 0.0015496753663005952 0.0013322034609008376 0.0012179497532813629 0.0014269094037951328
leaf_count=214 161 279 419 424 735 761 692 225
internal_value=0 3.07571e-05 -2.7587e-05 3.7126e-05 -6.07504e-05 2.78501e-05 -0.000110912 7.68836e-05
internal_weight=0 0.0104356 0.00933542 0.00798333 0.0066113 0.00552674 0.00397706 0.00275911
internal_count=3910 3749 3470 3051 2627 2413 1678 986
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=10
num_cat=0
split_feature=1 49 160 0 160 47 13 3 52
split_gain=3.38948e-05 4.27848e-05 8.53135e-05 0.000102122 5.88612e-05 4.00067e-05 4.71554e-05 5.83712e-05 5.69952e-05
threshold=0.13662500000000002 -0.006494999999999999 0.084835000000000008 -0.10575999999999998 -0.07353999999999998 0.10783500000000001 -0.13934999999999997 -0.0026499999999999996 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 8 -8
right_child=-2 4 -4 -5 5 -7 7 -9 -10
leaf_value=-3.9116862658275451e-05 0.00033618402399668746 0.00038487240811247461 0.00021534566088318 -0.00088766682261299937 -0.00042157313726028453 0.00029895721509011486 -0.00050841519606492917 0.00036260629801754897 0.00010778678988993379
leaf_weight=0.0011333484513097133 0.00103428836599325 0.0015650708521917278 0.0011348127872859966 0.0010509089310148253 0.0014015535417857654 0.001081420617063779 0.0010674927492227964 0.0011642743864016406 0.0012562440294708582
leaf_count=183 225 697 189 334 116 157 1091 136 782
internal_value=0 -3.52984e-05 -0.000220789 -0.000447379 4.63961e-05 -4.23228e-05 -0.000117803 4.2575e-06 -0.000175288
internal_weight=0 0.0108551 0.00331907 0.00218426 0.00753606 0.00597099 0.00488956 0.00348801 0.00232374
internal_count=3910 3685 706 517 2979 2282 2125 2009 1873
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 2
split_gain=3.20188e-05 7.0005e-05 5.92479e-05 7.58753e-05 7.55224e-05 5.93853e-05 8.70637e-05 8.35485e-05 3.0348e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00052622164878689628 -0.00033197134983375758 0.00050207375564203366 -0.00040498947831907718 0.00046250951266502664 0.00029232538361271144 -0.00035972791601346441 -0.00034694457852799934 0.00074652712057952074 -0.00016506161306221046
leaf_weight=0.0010592819514867718 0.0010260025457018785 0.0010863392005577505 0.0013422682068731538 0.0013572852682330683 0.00123732458470939 0.0011096073297030135 0.0010420436178695223 0.0010944302016953262 0.0010154424242093713
leaf_count=214 161 279 419 424 642 364 130 200 1077
internal_value=0 3.11854e-05 -2.40708e-05 4.05241e-05 -4.6811e-05 4.55413e-05 0.000147994 0.000302077 8.61566e-05
internal_weight=0 0.010344 0.00925768 0.00791542 0.00655813 0.00549885 0.00438924 0.0033472 0.00225277
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=8
num_cat=0
split_feature=42 51 43 49 0 4 16
split_gain=1.7431e-05 3.84509e-05 4.17836e-05 4.88716e-05 5.7794e-05 5.93749e-05 4.59201e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.090115000000000015 0.0059850000000000016 0.17888000000000001 -0.071319999999999981
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.010481506870579617 -0.014252761600114636 0.019970075350224784 -0.019642053868965288 0.020897601937585317 -0.020855259187568195 0.019956499667405252 0.0073869681454804244
leaf_weight=0.0013810080465727912 0.001308061200376678 0.0013919490533250692 0.0012429814098947134 0.0010145078558136825 0.0013558040846384425 0.0013609896749794902 0.0012715560518777882
leaf_count=1060 521 498 585 241 152 270 583
internal_value=0 0.00158932 0.00430246 0.000810774 -0.00308465 0.00313217 -0.00597397
internal_weight=0 0.00894585 0.00763779 0.00624584 0.00523133 0.00387553 0.00251454
internal_count=3910 2850 2329 1831 1590 1438 1168
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=8
num_cat=0
split_feature=0 49 43 49 16 3 16
split_gain=1.68591e-05 4.1288e-05 5.35926e-05 5.63058e-05 4.76677e-05 3.89492e-05 2.03658e-05
threshold=0.055865000000000005 -0.084114999999999981 -0.13719999999999996 -0.029304999999999998 -0.45301499999999995 -0.074234999999999982 -0.055679999999999993
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=-0.019441983051762177 0.0087590719158156857 -0.018459118221898909 0.024030968291104252 -0.019348007911543418 0.019917190573258053 0.0088221677155237294 -0.0088397032803596461
leaf_weight=0.0011571868443216986 0.0018034215691699789 0.0011985868844203856 0.0012056711139011448 0.0010184561410099928 0.001202587486485988 0.0010953484466609768 0.001616185285015267
leaf_count=256 255 351 245 217 1767 356 463
internal_value=0 -0.00188669 0.000882179 0.00465886 -7.62652e-05 0.00493825 -0.00170503
internal_weight=0 0.00849402 0.00733684 0.00613825 0.00493258 0.00391412 0.00271153
internal_count=3910 3655 3399 3048 2803 2586 819
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=9
num_cat=0
split_feature=13 47 47 51 1 42 13 0
split_gain=1.58847e-05 3.34162e-05 5.13835e-05 5.79477e-05 4.80075e-05 3.62794e-05 4.04627e-05 1.33962e-05
threshold=-0.23438999999999996 0.11669500000000001 0.084695000000000006 0.089005000000000015 0.11235500000000002 0.085545000000000024 -0.0101 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.010125511311428522 0.017862055059246516 -0.018622783257284888 0.019048007802757991 -0.024046089793517307 0.019370953201374455 -0.019473840839849418 0.0017480219366671251 -0.013607321463256604
leaf_weight=0.001341670241625602 0.0010517540268001877 0.0010153886772701131 0.0012733614130362057 0.0010827264478068576 0.0011566587930221068 0.0010769832756100006 0.001146657310500222 0.0011261182714673002
leaf_count=210 637 164 324 360 267 1031 166 751
internal_value=0 -0.00154426 0.000646891 -0.00288144 0.00124142 -0.00352279 0.00164457 -0.00586027
internal_weight=0 0.00892965 0.00791426 0.0066409 0.00555817 0.00440151 0.00332453 0.00227278
internal_count=3910 3700 3536 3212 2852 2585 1554 917
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=8
num_cat=0
split_feature=11 4 16 1 2 0 47
split_gain=1.54987e-05 2.70218e-05 7.06752e-05 3.64803e-05 6.3365e-05 0.000113276 5.8052e-05
threshold=0.077330000000000024 -0.14963999999999997 0.15100500000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.16443499999999997 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.030164960966684379 -0.011194823405068624 -0.015627136374823387 -0.0059211783682205513 -0.025817871817578691 -0.0029325521895626461 0.036879753298905721 0.0053917896348913167
leaf_weight=0.0010248381568389855 0.0011066999587456472 0.0014818362117771698 0.0011537179692533428 0.0011903603231130382 0.0019708056771021924 0.001121260357924253 0.0011936057501529232
leaf_count=130 279 1901 132 662 234 369 203
internal_value=0 0.00133547 0.0110545 -0.00170763 0.00205905 0.0115044 -0.0101918
internal_weight=0 0.00913642 0.00217856 0.00695787 0.00547603 0.00309207 0.00238397
internal_count=3910 3631 262 3369 1468 603 865
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=6
num_cat=0
split_feature=52 4 160 2 16
split_gain=1.49485e-05 3.92713e-05 3.39139e-05 2.71801e-05 7.66716e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0064662694265974346 -0.018093206963365926 0.014845012590813035 0.010067243932911332 0.010668408452026374 -0.018588325086445454
leaf_weight=0.0015676757761568648 0.0011893301439410368 0.0019282362705759085 0.0018585594618173639 0.0017863975658740133 0.0018764064604870185
leaf_count=795 924 395 265 315 1216
internal_value=0 0.00528837 -0.00277609 0.000523301 -0.004329
internal_weight=0 0.00349591 0.00671069 0.00552136 0.00373497
internal_count=3910 1190 2720 1796 1481
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=8
num_cat=0
split_feature=0 16 0 0 150 3 0
split_gain=1.60177e-05 3.78687e-05 7.25128e-05 5.22056e-05 6.70764e-05 3.07991e-05 4.27674e-05
threshold=-0.060094999999999989 -0.055679999999999993 -0.10783 -0.11756999999999999 0.077110000000000012 0.076695000000000013 0.12007500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.019000052493402447 0.020642213833557209 0.0033747081290078484 -0.032358107473053399 0.016885856841131097 0.013802637023040326 -0.00956717884727523 -0.0054209153455759274
leaf_weight=0.0015832416771538972 0.0016761407838510375 0.0012107748056699526 0.0010696085240877698 0.0015929578494400182 0.00102822541887896 0.0010190692721704095 0.0010083483629310698
leaf_count=295 381 197 1148 1435 129 161 164
internal_value=0 -0.00300942 -0.0133857 0.00261843 -0.00608449 0.00523374 0.0108524
internal_weight=0 0.00648481 0.00228038 0.00420442 0.00261147 0.00370356 0.00268449
internal_count=3910 3204 1345 1859 424 706 545
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.6433e-05 3.25872e-05 4.65845e-05 3.73179e-05 5.25572e-05 4.49681e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.017625888813407927 0.0087125162460372513 -0.019417021969573414 0.018869468357104752 -0.014088865987610659 0.019512613966962727 0.0061094229002458837
leaf_weight=0.001134478472106063 0.001780227671620783 0.0012259137268359941 0.00117035604303861 0.0020040615295395629 0.0012639867882480878 0.0015790131702941683
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -0.00186686 0.00060138 -0.00291916 0.00258225 -0.0050471
internal_weight=0 0.00837781 0.00724333 0.00607298 0.00406891 0.00280493
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=8
num_cat=0
split_feature=4 16 2 2 160 4 43
split_gain=1.60281e-05 3.46839e-05 5.05993e-05 4.48904e-05 3.70686e-05 6.34085e-05 7.93615e-05
threshold=0.28937500000000005 -0.094359999999999986 0.106285 0.096970000000000015 -0.026849999999999995 0.0021050000000000005 -0.069494999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00085224727627593831 0.008162136980618127 0.012997832692036011 0.018501039027294813 -0.026274527642268782 -0.00046411480503497641 0.011283555400789139 -0.038956614813038276
leaf_weight=0.0012964048721969233 0.0019399045394110108 0.0010702180769581794 0.001443558899010676 0.001152239043573095 0.0011496524989000913 0.001081324170575292 0.0010028454107793721
leaf_count=421 426 662 482 203 625 180 911
internal_value=0 -0.00194622 0.00229974 -0.0119126 -0.00313411 -0.0084729 -0.0183977
internal_weight=0 0.00819624 0.0057476 0.00244864 0.00430404 0.00323382 0.0021525
internal_count=3910 3484 2860 624 2378 1716 1536
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=8
num_cat=0
split_feature=13 3 39 42 2 13 3
split_gain=1.69631e-05 3.21173e-05 5.3339e-05 4.39807e-05 5.75592e-05 4.57503e-05 5.61005e-05
threshold=-0.23438999999999996 0.11265500000000002 0.085060000000000011 0.091955000000000023 0.10045500000000002 -0.021089999999999994 -0.100615
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=0.010574666307575881 -0.019778452205761837 -0.015316593777398888 0.021871187634560037 -0.019936042663949688 0.021238118880685906 0.021167903266306926 -0.0083116198180872066
leaf_weight=0.0013159939615696751 0.0012719912236979613 0.0014292583063943085 0.0010554316210108087 0.0011677415036925607 0.0011532000601703193 0.0010596289122268897 0.0016519277173984357
leaf_count=210 1074 138 377 677 455 203 776
internal_value=0 -0.00159904 0.00106484 -0.00241835 0.00156397 -0.00413152 0.00320846
internal_weight=0 0.00878918 0.00735992 0.00630449 0.00513675 0.00398355 0.00271156
internal_count=3910 3700 3562 3185 2508 2053 979
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=1.73979e-05 3.96896e-05 4.09425e-05 3.75275e-05 4.99918e-05 7.55638e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.010549601853433935 -0.014603064077316314 0.020176093551751234 -0.0020762505328429442 -0.013110507355263116 -0.011917831744085804 0.027849715090744416
leaf_weight=0.0013559375678706678 0.0012847969709013918 0.0013513656019402869 0.0018488350631981913 0.001449362678171702 0.0012337365550042184 0.0015520855931678427
leaf_count=1060 521 498 1069 177 220 365
internal_value=0 0.00162662 0.00443103 0.000933783 0.00532575 0.0115811
internal_weight=0 0.00872018 0.00743539 0.00608402 0.00463466 0.00340092
internal_count=3910 2850 2329 1831 1654 1434
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=7
num_cat=0
split_feature=11 4 49 1 160 1
split_gain=1.64196e-05 3.2755e-05 3.58947e-05 4.91304e-05 3.28036e-05 3.67619e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.11198000000000001 -1.0000000180025095e-35 0.076710000000000014
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=-0.0070353240030890636 -0.011650594349160963 -0.015913402265871193 -0.011723025020976543 0.013624333971456355 0.0045832526439425854 0.027056361773359235
leaf_weight=0.0010920622452794161 0.0010812361323582565 0.0017016569037248759 0.0013946348608086267 0.0016929447894073867 0.0019142725418440634 0.0011745054905435877
leaf_count=732 279 276 617 369 1027 610
internal_value=0 0.0013941 -0.00425188 0.00217514 0.00786168 0.0131286
internal_weight=0 0.00897008 0.00478924 0.00308758 0.00418084 0.00308878
internal_count=3910 3631 1262 986 2369 1637
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 13 15
split_gain=1.51186e-05 3.25471e-05 3.64472e-05 4.43629e-05 5.67651e-05 6.72458e-05 1.79783e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083684999999999996 0.097940000000000013 -0.073069999999999982 -0.091024999999999981
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=-0.0098570574390039311 -0.013212277870955092 0.025973361536183199 -0.010871152952847699 0.00092386120234374278 0.032607164207737467 0.0003630820431186441 -0.016694161809885231
leaf_weight=0.0013488438684013315 0.0012783613049590376 0.0010574538950234797 0.0013382340334612795 0.0011384351569464388 0.0010807789165856868 0.001610743092452798 0.0011791065088634881
leaf_count=1060 521 428 274 287 250 224 866
internal_value=0 0.0015226 0.00406644 0.00736158 0.00343248 0.0133107 -0.00803974
internal_weight=0 0.00868311 0.00740475 0.00606652 0.00500906 0.00269152 0.00231754
internal_count=3910 2850 2329 2055 1627 474 1153
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=7
num_cat=0
split_feature=2 42 3 47 49 2
split_gain=1.44925e-05 2.6755e-05 4.22816e-05 6.44477e-05 4.42333e-05 3.8076e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 -0.0019649999999999997 0.10393500000000001
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=0.0097533105347186351 0.014829722653333788 -0.014743110770477179 -0.010694567471911408 -0.022000562420714832 0.020963832747612345 -0.0026115972939764935
leaf_weight=0.0013211084148428949 0.0016707988486042331 0.0012957610241041443 0.0015623105466512259 0.0013884953851117845 0.0015219007860601255 0.0012458872540132742
leaf_count=280 410 792 496 368 1252 312
internal_value=0 -0.00148885 0.000835344 -0.00325339 0.00275811 0.0103516
internal_weight=0 0.00868515 0.00738939 0.00571859 0.0043301 0.00276779
internal_count=3910 3630 2838 2428 2060 1564
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=9
num_cat=0
split_feature=11 13 16 3 39 0 43 13
split_gain=1.58528e-05 2.74783e-05 2.99503e-05 3.91353e-05 4.32253e-05 4.97649e-05 3.5783e-05 1.9038e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.11265500000000002 0.005105000000000001 -0.053834999999999994 -0.074254999999999988 -0.39373999999999992
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=0.0020192651561073958 -0.0114612165324881 -0.016706917278825294 0.02023409973721875 -0.016466179129079713 0.023302554838518216 -0.018610521252012083 -0.0029767008174921557 0.02139904903055799
leaf_weight=0.0010240773197933138 0.0010773783583636265 0.0011062645953090764 0.0011853140708109426 0.0010249802814802367 0.0010216360300203307 0.0010302518226720687 0.0015107534068615183 0.0010037293447915032
leaf_count=162 279 261 987 86 261 269 1233 372
internal_value=0 0.00138171 -0.00163389 0.00125454 0.00508006 8.40451e-05 0.00722782 0.0116119
internal_weight=0 0.00890701 0.0068792 0.00577294 0.00474796 0.00372632 0.00269607 0.00202781
internal_count=3910 3631 3097 2836 2750 2489 2220 534
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=9
num_cat=0
split_feature=4 12 3 2 16 13 16 15
split_gain=3.82009e-05 4.92561e-05 6.61124e-05 5.32179e-05 6.22693e-05 5.11786e-05 5.44077e-05 4.55859e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 0.094010000000000024 -0.015314999999999997 0.043015000000000005 -0.029944999999999996 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00039114437361842754 -7.613305239726079e-05 0.00017504140299770397 0.00043740912845963365 -0.00064120864683388213 9.3420311623758709e-07 0.00042227812047207367 -0.00035021490667348028 0.00046763293787751306
leaf_weight=0.001468284161037549 0.0011013538063682393 0.0016072189258669886 0.0011358830815451715 0.0011358858360689303 0.0011876312328747778 0.0010908787739609231 0.0014352560190583185 0.0012835312256096018
leaf_count=294 211 1142 100 369 458 243 832 261
internal_value=0 -6.23946e-05 1.17893e-06 -7.5562e-05 -0.000312987 5.79036e-05 -7.27428e-05 0.000216519
internal_weight=0 0.00906104 0.00759275 0.00645687 0.00232352 0.00413335 0.00304247 0.00238489
internal_count=3910 3438 3144 3044 827 2217 1974 472
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=7
num_cat=0
split_feature=4 16 2 2 4 2
split_gain=1.91986e-05 2.94131e-05 4.67066e-05 4.29231e-05 4.1242e-05 6.37301e-05
threshold=0.27608500000000008 -0.094359999999999986 0.106285 0.096970000000000015 0.0051950000000000008 0.087005000000000013
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=0.0010127478929553896 0.0088963969462528478 0.0060796253894163403 0.017435186707520853 -0.025904640903111609 0.012154606561307265 -0.023038014145680095
leaf_weight=0.0012755894292158158 0.0019491271008377073 0.0013843592160422968 0.0014226069513682531 0.0011061218840220147 0.00120304655839299 0.0016447398655423818
leaf_count=418 441 1181 482 191 222 975
internal_value=0 -0.0021665 0.00175973 -0.0114883 -0.00350947 -0.00973067
internal_weight=0 0.00803646 0.00565475 0.00238171 0.00423215 0.0030291
internal_count=3910 3469 2860 609 2378 2156
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=9
num_cat=0
split_feature=50 15 15 2 52 457 2 0
split_gain=3.62647e-05 4.9576e-05 4.94204e-05 4.48655e-05 6.02118e-05 4.82627e-05 6.38641e-05 6.27342e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11339500000000001 -0.088354999999999989 0.082870000000000013 0.10066500000000002 -0.071924999999999989
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=0.00044514896028079089 -0.00035334101472745181 -0.00040472252275849691 -0.00020374165416581289 -0.00030187602438273972 1.9727606517834596e-05 0.00055405533495146697 -0.00031745901622524578 0.00059620815585013063
leaf_weight=0.0010175399214318306 0.0010202386217404115 0.0010818174846575932 0.0018442042511716151 0.001249643777658101 0.001824766555053151 0.0011969431486451576 0.0010237203519129984 0.0012050435745792388
leaf_count=264 715 286 555 353 1231 185 157 164
internal_value=0 3.39709e-05 -1.04153e-05 4.07055e-05 0.000101047 0.000208103 0.000105949 0.000249011
internal_weight=0 0.0104437 0.00942614 0.00834432 0.00709468 0.00525047 0.00405353 0.00302981
internal_count=3910 3195 2931 2645 2292 1737 1552 1395
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=9
num_cat=0
split_feature=50 160 47 12 1 160 4 13
split_gain=6.05752e-05 7.45593e-05 5.86391e-05 8.24781e-05 6.40966e-05 7.70495e-05 4.79836e-05 0.000101345
threshold=0.086465000000000014 0.091575000000000017 0.11603500000000001 -0.0089849999999999982 0.11198000000000001 -1.0000000180025095e-35 0.05309500000000001 -0.070604999999999987
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=-0.00027078505673158081 -0.00043813308546203822 -0.00044722448693492367 -0.000351397921701484 -0.00026336366581607428 0.00057532996450526176 0.00048152197791452583 0.00056498725637323425 -0.00024094701364300622
leaf_weight=0.0015033270219892859 0.001100053760986308 0.0010704294289915128 0.0010057414090144387 0.0014063944172753836 0.0016375282620790339 0.0015088010227956965 0.0013909644184545598 0.0014774963954608351
leaf_count=434 715 318 129 709 235 360 196 814
internal_value=0 4.44436e-05 9.74428e-05 0.000148025 0.000232864 0.000135901 0.000264183 0.000124074
internal_weight=0 0.0110007 0.00993025 0.00892451 0.00742118 0.00578366 0.00437726 0.0029863
internal_count=3910 3195 2877 2748 2314 2079 1370 1174
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=8
num_cat=0
split_feature=15 484 51 15 0 52 0
split_gain=1.55882e-05 2.82549e-05 3.07574e-05 4.72025e-05 4.94876e-05 3.57506e-05 4.49913e-05
threshold=0.079360000000000014 0.073820000000000011 0.013805000000000001 -0.15202999999999997 -0.11756999999999999 -0.089799999999999977 0.0059850000000000016
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=0.01500246135246964 -0.01040494298278587 0.015980246048004611 0.010946263046090947 -0.026318245111437457 -0.018448616283257557 0.01682110796069251 -0.0094197269906605586
leaf_weight=0.00105047614201306 0.0012605098369627655 0.0011663404499588645 0.0017380681772915362 0.0011668763115892842 0.0010284815286470748 0.0012929167740193216 0.0013209491597854211
leaf_count=315 1436 417 427 205 450 560 100
internal_value=0 0.00148841 -0.000736243 -0.00420144 -0.00839613 -0.00265454 0.00355998
internal_weight=0 0.00876411 0.00759777 0.0058597 0.00480922 0.00364235 0.00261387
internal_count=3910 2474 2057 1630 1315 1110 660
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=10
num_cat=0
split_feature=484 15 51 2 42 3 2 16 16
split_gain=0.000150924 5.71665e-05 8.5375e-05 8.64297e-05 8.28919e-05 0.000114595 5.31093e-05 4.38368e-05 2.8267e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.097940000000000013 1.0000000180025095e-35 -0.013944999999999997 0.113945 0.05259500000000001 -0.14879499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 -3
right_child=1 8 3 6 -6 -7 -8 -9 -10
leaf_value=-0.00073227882956466864 0.00058935612389366115 3.1973580294283744e-06 0.00055280481028215946 0.00018487317717187489 -0.00058194468642488236 -0.00029755168296700024 4.8565150912867442e-06 0.00075717067220429834 -0.00045391024692057862
leaf_weight=0.0010008794468632171 0.0013328682300202043 0.0010231426563765489 0.001013237026115625 0.001022640126457401 0.0012106500970032437 0.001528299395786286 0.0017041403308416746 0.001035772156848358 0.0010579128674153369
leaf_count=627 355 105 244 212 500 180 344 97 1246
internal_value=0 6.32321e-05 0.000132009 5.08912e-05 -0.000159682 4.14608e-05 0.000260884 0.000472847 -0.000229175
internal_weight=0 0.0109287 0.00884761 0.00751474 0.00375219 0.00254154 0.00376255 0.00205841 0.00208106
internal_count=3910 3283 1932 1577 924 424 653 309 1351
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=10
num_cat=0
split_feature=41 157 160 42 160 0 15 15 12
split_gain=5.95064e-05 5.89286e-05 8.57233e-05 9.0668e-05 9.28677e-05 6.99274e-05 7.48142e-05 9.51163e-05 4.06461e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.15713499999999997 -0.03231499999999999 0.024640000000000006 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 -7
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=0.00045780777771765646 -0.00045604353649887955 -0.00044451514097159115 -0.000439291601210624 -0.00016393376847868041 -0.00039492957884772201 0.00086934780025515633 -0.00018502588561470729 0.00058332199703264745 0.00033819732179898166
leaf_weight=0.0011372911383779527 0.0010374970269102111 0.0015035618275060997 0.0011798043304031107 0.0012985854409073181 0.0010371553840912472 0.0011478112852156032 0.0015500149345759728 0.0010317696310474002 0.0010705393232535807
leaf_count=499 221 810 841 131 244 283 170 522 189
internal_value=0 3.5276e-05 -1.36627e-05 6.42399e-05 0.000147491 0.000239735 0.000348941 0.000122032 0.000613023
internal_weight=0 0.0109565 0.00981924 0.00831568 0.00713588 0.00609872 0.00480014 0.00258178 0.00221835
internal_count=3910 3689 3190 2380 1539 1295 1164 692 472
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=7
num_cat=0
split_feature=0 1 43 13 2 4
split_gain=1.62814e-05 3.71301e-05 2.88306e-05 4.28965e-05 7.43407e-05 3.07794e-05
threshold=0.055865000000000005 0.076710000000000014 -0.080894999999999981 -0.057284999999999996 0.11230000000000001 0.015635000000000003
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=-0.01608560487663856 0.0087339579988053532 -0.010934596479339942 0.018498623634359553 -0.0031015911456379326 -0.021614091824756421 0.019069544889272011
leaf_weight=0.0015040144181951726 0.0017550728867875296 0.0015059756150805244 0.001588181553193443 0.0011824969775958913 0.0012001206236906398 0.0013309012862236084
leaf_count=1921 255 434 651 361 138 150
internal_value=0 -0.00186587 0.00127569 0.00474408 -0.0011384 0.00863853
internal_weight=0 0.00831169 0.00680768 0.0053017 0.00371352 0.0025134
internal_count=3910 3655 1734 1300 649 511
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=8
num_cat=0
split_feature=50 4 2 49 42 0 2
split_gain=2.77559e-05 4.74977e-05 6.40428e-05 5.35854e-05 8.69254e-05 0.000100789 5.03888e-05
threshold=0.084340000000000012 0.28937500000000005 0.11339500000000001 -0.07107999999999999 0.084100000000000022 -0.13027499999999997 0.097360000000000016
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=-0.00031467751610580493 -0.00031039798159370965 0.00031218418629994522 -0.00046444525282722082 0.00072097704021466616 -0.00030312513816779189 -0.00014128987311382731 0.0003687077481099521
leaf_weight=0.0013771222555927238 0.0010329503325398311 0.0018386261143443815 0.0011553735135077141 0.0012599880934724386 0.0014342142718591962 0.0018566130771567133 0.0012438246578295076
leaf_count=276 731 396 329 173 971 788 246
internal_value=0 2.69528e-05 -3.60261e-05 3.29924e-05 0.000115618 0.000253349 6.33095e-05
internal_weight=0 0.0101658 0.00832714 0.00717176 0.00579464 0.00436043 0.00310044
internal_count=3910 3179 2783 2454 2178 1207 1034
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=10
num_cat=0
split_feature=48 0 3 2 2 1 1 1 3
split_gain=3.92038e-05 8.96959e-05 7.19622e-05 6.3678e-05 0.000196017 6.04094e-05 6.19639e-05 3.76674e-05 3.39846e-05
threshold=0.11930500000000001 -0.23029999999999998 -0.13927999999999999 0.096540000000000015 0.10393500000000001 0.095575000000000007 0.11663000000000003 0.10786000000000001 -0.025254999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 -7 -6 -4
right_child=-2 2 3 4 7 6 -8 -9 -10
leaf_value=0.00052175588670486236 -0.00036888178481433293 0.00032003924950474129 -0.00026443444596543268 0.0008071743280873197 -0.00050982908563584233 0.00029070762780778717 -0.00033971167290748242 1.3087758361275677e-05 -0.00076741649286510153
leaf_weight=0.0012527879695134496 0.0010459207036054583 0.001764093777353818 0.001034998744885423 0.0010080562632496376 0.0010385216990463015 0.0010799037621979529 0.0013472736216729522 0.0010807824287776321 0.0010308506245764117
leaf_count=119 161 347 1770 252 388 248 188 264 173
internal_value=0 2.89598e-05 -3.68264e-05 -0.00011944 9.54011e-05 -0.000268979 -5.92245e-05 -0.000243157 -0.00051542
internal_weight=0 0.0106373 0.00938448 0.00762039 0.00312736 0.00449303 0.00242718 0.0021193 0.00206585
internal_count=3910 3749 3630 3283 904 2379 436 652 1943
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=10
num_cat=0
split_feature=48 0 51 4 4 47 151 12 1
split_gain=6.62616e-05 0.000109244 9.32184e-05 9.76944e-05 7.52263e-05 5.45282e-05 8.19528e-05 5.33003e-05 3.59919e-05
threshold=0.12474000000000002 -0.23029999999999998 0.083165000000000017 0.28937500000000005 -0.076854999999999993 0.10783500000000001 -0.024429999999999997 0.084100000000000022 0.087800000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.00057386995577817282 -0.00049170032333443678 0.00046799803018651091 -0.00055427871959490434 0.00051723329775047789 0.00010090283461458002 0.00018325198208643087 -0.00028937526111984236 -6.7028554014773615e-05 -0.00077331380970082134
leaf_weight=0.0012749023511032234 0.0010065020624554109 0.0013986026824066705 0.0011755447942524691 0.0013579034068280614 0.0011519104964942293 0.0010392181843427214 0.0011552593532681242 0.0014665136071190653 0.0012094183100968792
leaf_count=121 139 241 466 330 416 125 885 862 325
internal_value=0 3.34619e-05 -3.57506e-05 3.36838e-05 -5.47976e-05 -0.000211355 -0.000327969 0.000194144 -0.000536886
internal_weight=0 0.0112293 0.00995437 0.00877883 0.00742092 0.00455581 0.00351659 0.00286512 0.00236468
internal_count=3910 3771 3650 3184 2854 1751 1626 1103 1210
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=10
num_cat=0
split_feature=484 1 51 2 3 2 12 1 43
split_gain=0.000123569 5.63789e-05 7.43692e-05 5.78387e-05 7.89578e-05 9.35069e-05 7.82362e-05 7.26961e-05 5.21002e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.09021499999999999 0.086650000000000019 0.088060000000000013 0.113945 0.091555000000000011 0.095575000000000007 -0.080894999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 8 -4 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00066049280097660334 0.00047082666943798907 0.00049687444995502486 -0.00063638932146296953 0.00017598510360389633 8.6624598664654704e-05 -0.00063276534021590371 -0.00015625532610803516 -1.8889109520212742e-05 0.00079560983305183971
leaf_weight=0.0010166819401105755 0.0011930980614320652 0.0010029191719555111 0.0012396590436796516 0.0010069219722301755 0.0019797017927679489 0.0010701846384778002 0.001063452497025759 0.0017933804234317929 0.0010827258761918789
leaf_count=627 367 216 895 319 119 104 545 283 435
internal_value=0 5.28394e-05 1.01386e-05 -4.93725e-05 5.91289e-05 -0.000165804 0.000276699 -0.000271273 0.000497036
internal_weight=0 0.011432 0.0104291 0.00923603 0.00620299 0.00304989 0.0031531 0.00303304 0.00208965
internal_count=3910 3283 3067 2700 1522 223 1299 1178 754
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=8
num_cat=0
split_feature=11 4 42 3 2 2 1
split_gain=1.67944e-05 2.7959e-05 3.4469e-05 5.85708e-05 3.09861e-05 5.15019e-05 2.0601e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.084100000000000022 0.045635000000000002 0.086915000000000006 0.11230000000000001 0.12263000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.026975301940365876 -0.0117314172196093 -0.023277469961293033 -0.0080322005016221134 -0.00039826232119280513 0.017868320738813056 -0.0093876550726582318 -0.0032727832586528418
leaf_weight=0.0014934135867209306 0.0010959551892575159 0.0010125810400261079 0.0010850832873761668 0.0016400994493449706 0.0012758966902416493 0.0015181739200714386 0.0010471356964683921
leaf_count=1007 279 272 1129 233 439 413 138
internal_value=0 0.00137397 0.00732862 0.0126478 -0.00380143 0.00305863 -0.0131073
internal_weight=0 0.00907238 0.0042186 0.00313351 0.00485379 0.00279407 0.00205972
internal_count=3910 3631 2369 1240 1262 852 410
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=10
num_cat=0
split_feature=474 160 42 52 43 4 48 2 4
split_gain=4.73947e-05 8.00935e-05 8.41979e-05 4.51738e-05 7.43357e-05 4.62337e-05 9.27249e-05 7.13841e-05 5.10063e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.074650000000000008 0.091555000000000011 0.10869000000000002 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -7 -4
right_child=-2 2 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00043747891792205839 0.00039368124873068709 -0.00043554086641714739 6.9512168674899739e-05 0.00048694596474534971 -0.00040256352409973268 0.00065898866558045002 0.00048701954147461378 -3.790013179243209e-05 -0.00051456616539532552
leaf_weight=0.0017052018296349154 0.0010250461519139336 0.0013044766542756594 0.0011336323918179762 0.0010219632518388873 0.0011799208368232384 0.0012863107782957709 0.0010061420244371253 0.0010079166725775897 0.0011661551338122374
leaf_count=927 424 869 637 153 142 159 174 154 271
internal_value=0 -4.74747e-05 2.55539e-05 0.000102647 4.47221e-05 0.000138963 -9.45329e-06 0.000352826 -0.000226657
internal_weight=0 0.0108117 0.00910652 0.00780204 0.00678008 0.00560016 0.00330593 0.00229423 0.00229979
internal_count=3910 3486 2559 1690 1537 1395 1082 313 908
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=8
num_cat=0
split_feature=4 16 2 0 48 3 1
split_gain=1.7236e-05 2.76964e-05 4.18872e-05 4.08173e-05 3.56861e-05 5.27837e-05 1.54841e-05
threshold=0.27608500000000008 -0.094359999999999986 0.106285 -0.11756999999999999 0.083775000000000002 -0.075679999999999983 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.023940775320265006 0.0083141278612400091 -0.027047752534957 0.016445857068177066 0.0020068444978272237 0.011313837425273612 -0.0080859997859097348 0.0093111420226955986
leaf_weight=0.0012188175685948007 0.0019868402639166933 0.0010578058790677186 0.0014443806148418722 0.0012062316656297309 0.0012135792170459249 0.001041079770835277 0.0010059223636792896
leaf_count=196 441 1565 482 413 368 267 178
internal_value=0 -0.00206863 0.00170424 -0.0110343 -0.00322642 -0.00890978 0.000463173
internal_weight=0 0.00818782 0.00576277 0.00242505 0.00431839 0.00310481 0.002047
internal_count=3910 3469 2860 609 2378 2010 445
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=10
num_cat=0
split_feature=50 160 133 12 156 16 49 1 12
split_gain=4.7962e-05 5.73954e-05 4.19587e-05 6.64789e-05 7.12106e-05 5.89148e-05 9.0647e-05 9.78805e-05 4.55274e-05
threshold=0.086465000000000014 0.091575000000000017 0.087895000000000015 -0.036459999999999992 0.083375000000000019 -0.52908499999999992 -0.00064499999999999985 0.10786000000000001 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00031339286202881162 -0.00040987458755733185 -0.00041437212956125841 -0.00029031275464978942 -0.00012445735342523498 -0.00027328854722266405 -9.856851561442546e-05 0.00060140894186294755 0.00094714250594840751 6.9157731059128207e-05
leaf_weight=0.001152852865451112 0.0010392588928398979 0.0010038561773729826 0.0010548405067999549 0.0011663367153609307 0.0010744002065965156 0.0012341744475980266 0.001049556674725387 0.0013116705025537634 0.0015022401206991277
leaf_count=329 715 318 642 117 368 219 90 149 963
internal_value=0 3.16128e-05 7.85121e-05 0.00012433 0.000193096 0.000273091 0.000364049 0.000511831 0.000288073
internal_weight=0 0.0105499 0.00954607 0.00849123 0.00733838 0.00626398 0.00509764 0.00386347 0.0025518
internal_count=3910 3195 2877 2235 1906 1538 1421 1202 1053
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=8
num_cat=0
split_feature=3 4 2 0 0 16 52
split_gain=1.53464e-05 3.46783e-05 3.63004e-05 3.96633e-05 3.98347e-05 3.96122e-05 1.83019e-05
threshold=0.13772500000000001 -0.34687499999999999 0.11542500000000001 -0.06402999999999999 -0.23029999999999998 -0.15168999999999996 -0.062489999999999997
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=-0.018192798197314404 0.0092619178730990216 0.0098439331917439775 0.018117199220165563 0.0098055891401142223 0.0014508627377087442 -0.011864696941277965 -0.03021810811472855
leaf_weight=0.0011073533565659384 0.0015089905761411825 0.0010575021876290959 0.0010387961270440721 0.001979056110078075 0.0013069351809466725 0.001145631539632042 0.0010334596242407425
leaf_count=261 239 107 390 251 289 592 1781
internal_value=0 -0.00166525 0.000755191 -0.00200991 -0.00715646 -0.0123136 -0.020569
internal_weight=0 0.00866873 0.00756138 0.00652258 0.00454353 0.00348603 0.00217909
internal_count=3910 3671 3410 3020 2769 2662 2373
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 12 3 13
split_gain=4.60871e-05 6.7868e-05 4.43027e-05 5.93395e-05 5.47322e-05 5.21947e-05 3.44991e-05 5.49322e-05
threshold=0.11930500000000001 -0.50388999999999984 -0.11739999999999999 -0.09547499999999999 0.10946500000000002 0.097510000000000013 -0.016619999999999996 -0.032264999999999995
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=0.00041064720607610381 -0.00039628986345111451 -0.00035186244242731217 0.0004378112099265169 -0.00015814505554440932 0.00034615163739690181 -0.0005224576594632075 -0.00022649503785877181 0.00043259603490660846
leaf_weight=0.0015411872781645785 0.0010729588938333231 0.0014244836828182757 0.0011385012003237542 0.0012767676975701612 0.0011283703053769321 0.0010442023305653626 0.0019881908542592032 0.0011505586235845602
leaf_count=249 161 447 191 1244 360 331 286 641
internal_value=0 2.99884e-05 -3.41207e-05 2.44586e-05 -4.69737e-05 -0.000128222 -3.49909e-05 0.000121868
internal_weight=0 0.0106923 0.00915107 0.00772659 0.00658809 0.00545972 0.00441552 0.00242733
internal_count=3910 3749 3500 3053 2862 2502 2171 1885
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=8
num_cat=0
split_feature=157 160 42 160 43 4 4
split_gain=1.5647e-05 5.17557e-05 5.24107e-05 4.2184e-05 4.34142e-05 4.1963e-05 3.30622e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.00072999999999999985 0.27608500000000008
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=0.011372057465444728 -0.019633502198573932 -0.018259246589261511 0.022198911941284458 -0.012083931356996586 0.015845922221245992 -0.017095341973611105 0.0069061967725649155
leaf_weight=0.0010731314477893513 0.0013288704639104684 0.0011234509522625655 0.0016743713403948417 0.0011772870903021017 0.0015073567312795348 0.0012005012027565308 0.0010996155057917496
leaf_count=517 856 878 344 301 631 198 185
internal_value=0 -0.0013943 0.00172003 0.00509069 0.00877914 0.00287767 -0.00562094
internal_weight=0 0.00911145 0.00778258 0.00665913 0.00548184 0.00380747 0.00230012
internal_count=3910 3393 2537 1659 1358 1014 383
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=8
num_cat=0
split_feature=48 4 42 12 15 4 16
split_gain=5.167e-05 5.88569e-05 5.45494e-05 6.01433e-05 7.54225e-05 0.00012406 0.000166051
threshold=0.11930500000000001 0.28937500000000005 0.086700000000000013 -0.036459999999999992 0.024640000000000006 0.0057500000000000008 -0.008069999999999999
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=-0.000376717690304275 -0.00042227396621532035 0.00036071331644910919 -0.00032297016749202964 -0.00061153700412557314 -0.00027040511435722262 0.00071294002373238304 0.0003792088861530102
leaf_weight=0.0010503623506294378 0.0010256385644865527 0.0018068543441247366 0.0018885675011993076 0.001026359988066399 0.0013498129457709812 0.0015137671205727428 0.0017755411454739767
leaf_count=212 161 388 1213 396 809 263 468
internal_value=0 3.89951e-05 -2.85631e-05 5.42274e-05 0.000134123 0.000260648 1.62903e-05
internal_weight=0 0.0104113 0.00860441 0.00671584 0.00566548 0.00431567 0.0028019
internal_count=3910 3749 3361 2148 1936 1127 864
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=9
num_cat=0
split_feature=11 13 1 4 1 151 1 13
split_gain=1.56628e-05 2.56283e-05 3.42891e-05 3.62022e-05 5.97856e-05 3.53432e-05 4.70843e-05 2.00298e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 0.26048500000000002 0.10871500000000002 -0.0074049999999999993 0.081540000000000015 -0.39373999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0014098521867832133 -0.011305370893027987 0.014916324751765277 -0.017388526960957267 -0.01512005026386065 0.026856169413202697 0.0037353663675918792 -0.023329837629421452 0.021122290709498143
leaf_weight=0.0010463200387422584 0.0011016832557587978 0.0010657957837476263 0.001145159597134896 0.0010685038866284999 0.0010097148337713975 0.0016898408461413867 0.0010373415309266679 0.0010159715109915035
leaf_count=162 279 418 178 204 180 1489 628 372
internal_value=0 0.00132094 -0.00155957 0.00152782 0.00523165 -0.000524938 -0.00655946 0.011121
internal_weight=0 0.00907865 0.00701636 0.0058712 0.00480269 0.00379298 0.00272718 0.00206229
internal_count=3910 3631 3097 2919 2715 2535 2117 534
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=8
num_cat=0
split_feature=48 4 42 15 160 4 0
split_gain=4.28891e-05 7.58111e-05 4.71272e-05 5.59035e-05 6.31273e-05 4.81765e-05 6.84441e-05
threshold=0.11930500000000001 0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.0057500000000000008 -0.053834999999999994
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=0.0005070051597547275 -0.00039388145431900939 0.0003964733264227198 -0.00032373216850631141 -0.00031904594796798585 -0.00053608587595697021 0.00026279882689499921 0.00013553340865160156
leaf_weight=0.0012545965125267582 0.0010027266612719606 0.0017991865733502773 0.0018463754913039037 0.0013882408277055263 0.001091859529099407 0.0016157813243241484 0.0012526810151811632
leaf_count=447 161 388 1213 826 437 245 193
internal_value=0 3.10134e-05 -4.68052e-05 3.06292e-05 0.000123715 2.2915e-06 -0.000177242
internal_weight=0 0.0102487 0.00844953 0.00660316 0.00521492 0.00396032 0.00234454
internal_count=3910 3749 3361 2148 1322 875 630
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=11
num_cat=0
split_feature=484 41 157 49 2 13 3 3 12 15
split_gain=0.000152443 5.1674e-05 7.65548e-05 8.34443e-05 7.74041e-05 0.000111574 0.000110662 5.77173e-05 5.56814e-05 4.13207e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.072409999999999988 0.093425000000000022 0.10393500000000001 -0.060719999999999989 0.11818000000000002 -0.069909999999999986 0.091405000000000014 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -7 -4 -9
right_child=1 -3 3 -5 6 7 -8 9 -10 -11
leaf_value=-0.0007331882883866987 0.00061301008395736752 -0.00036552926850291805 0.00013389696636934335 0.00055452074283592425 0.00011497676039551781 -0.00041128521991749058 -0.00071850149324101777 -0.00017769535669888388 0.00077846463105534208 0.00036712439368821747
leaf_weight=0.0010266235204056092 0.0010017802060915291 0.0010154328075057872 0.0010070982013023365 0.0010785473165948736 0.0011820213461849265 0.0014462872193844482 0.0012709937706711541 0.0010663714031018509 0.0010550890603283469 0.0010744891991595553
leaf_count=627 385 191 565 377 363 742 137 151 247 125
internal_value=0 5.62634e-05 9.83253e-05 4.21651e-05 -2.60373e-05 0.000100249 -0.000316878 -0.000108681 0.000463681 9.57475e-05
internal_weight=0 0.0111981 0.0101827 0.0091809 0.00810235 0.00564934 0.00245302 0.00358715 0.00206219 0.00214086
internal_count=3910 3283 3092 2707 2330 1830 500 1018 812 276
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=9
num_cat=0
split_feature=1 160 15 52 2 16 1 16
split_gain=4.24416e-05 3.91951e-05 5.89077e-05 6.19154e-05 5.80925e-05 5.26344e-05 4.14122e-05 2.74344e-05
threshold=0.13662500000000002 -0.07353999999999998 -0.11739999999999999 -0.089799999999999977 0.10113500000000002 -0.114825 0.080320000000000016 -0.090809999999999988
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=0.00021102480973180177 0.0003736363166217818 -0.00042959844174632599 -0.00039371859820301798 0.00055079957547298647 -0.00042723943516215565 0.00033830248717136392 -0.00016593937524736967 2.6258625122789431e-05
leaf_weight=0.0019364173660530249 0.0010371440325217833 0.0016622439486545437 0.0013775378398615716 0.0012076898668913327 0.0010085065171933543 0.0011098100914380081 0.0014370118468912221 0.0010435597995750987
leaf_count=890 225 328 638 158 138 810 517 206
internal_value=0 -4.16506e-05 -9.69598e-05 -1.99946e-05 6.86667e-05 0.00021366 5.37904e-05 -0.000196617
internal_weight=0 0.0107828 0.00884636 0.00718412 0.00580658 0.00375451 0.00254682 0.00205207
internal_count=3910 3685 2795 2467 1829 1485 1327 344
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=11
num_cat=0
split_feature=484 484 16 160 2 13 4 151 2 3
split_gain=0.000121901 4.72662e-05 8.16498e-05 7.22827e-05 5.82364e-05 5.10456e-05 4.74806e-05 7.75873e-05 7.02621e-05 4.29863e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.08755499999999998 -0.075234999999999982 0.10946500000000002 1.0000000180025095e-35 0.0057500000000000008 -0.0088999999999999982 0.090695000000000012 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 9 -2 -8 -9 -5
right_child=1 -3 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00077415413314537731 -0.00054635160864558569 -0.00047207679025026945 0.00060351552768540893 0.00029208749128709983 0.00042190489872467846 -0.00046114347168677619 -0.00054637256635962754 -0.00026394482665331156 0.00042515814162216438 -0.0002417751745099119
leaf_weight=0.0010272408698255861 0.0012541335287818418 0.0010118581977510916 0.0010229584563545731 0.0013317449372979386 0.001083117924691848 0.0010438598183610953 0.0010257216528877225 0.0010690161941960112 0.0012159037598118141 0.0010270824525809284
leaf_count=627 505 357 370 819 301 299 119 157 259 97
internal_value=0 -6.8096e-05 -2.75172e-05 0.000133177 2.59188e-05 -0.000100129 -0.000221442 -9.83604e-05 0.000102756 5.96326e-05
internal_weight=0 0.0110854 0.0100735 0.00550876 0.00448581 0.00340269 0.00456478 0.00331064 0.00228492 0.00235883
internal_count=3910 3283 2926 1886 1516 1215 1040 535 416 916
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=8
num_cat=0
split_feature=4 42 15 160 1 52 3
split_gain=1.59012e-05 3.131e-05 4.20087e-05 5.6302e-05 4.78509e-05 7.55828e-05 7.20109e-06
threshold=0.27608500000000008 0.087065000000000017 0.024640000000000006 -0.026849999999999995 0.094485000000000013 0.048490000000000012 -0.055684999999999991
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=0.023752872070898708 0.0018347501025438914 -0.014213013351854263 -0.014850012410988381 -0.025960670649240309 0.012427173818790646 0.010036815570046849 0.013800051939046893
leaf_weight=0.0012313327574505579 0.0010089329569440957 0.0016988985988351706 0.0013297120700560333 0.001301097511673529 0.0016377788439799275 0.0010572460730798913 0.0010030043418501932
leaf_count=475 129 1221 856 471 327 119 312
internal_value=0 -0.00211457 0.00102002 0.00505689 -0.000703937 -0.00982299 0.00779977
internal_weight=0 0.00825607 0.00655717 0.00522746 0.00399612 0.00235834 0.00201194
internal_count=3910 3469 2248 1392 917 590 441
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=9
num_cat=0
split_feature=11 3 3 0 47 2 2 2
split_gain=4.88649e-05 5.5698e-05 5.06173e-05 6.82182e-05 4.68461e-05 6.11734e-05 5.86379e-05 5.71317e-05
threshold=0.081130000000000022 -0.13927999999999999 -0.050194999999999997 -0.053834999999999994 0.09252500000000001 0.083795000000000022 0.097940000000000013 0.11339500000000001
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=0.00044523737355539508 -0.00041392179994741802 -4.5446119655700106e-06 0.00055922853283830033 -0.00063522635627065829 -0.00025382767778889828 -0.00028247999597242685 0.00047776226622150915 -7.0260764789932469e-05
leaf_weight=0.001145880400283023 0.0010127120185144294 0.0018423995522537586 0.0011627201596553748 0.0010269128954234403 0.0013008358514050126 0.0013703066644310917 0.0014913239579609598 0.0014352442661887113
leaf_count=169 230 2283 214 169 151 203 181 310
internal_value=0 3.65737e-05 -1.20548e-05 -0.000230263 8.05586e-05 0.000160231 5.22642e-05 0.000209001
internal_weight=0 0.0107756 0.00962974 0.00286931 0.00676043 0.0054596 0.00429687 0.00292657
internal_count=3910 3680 3511 2452 1059 908 694 491
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=8
num_cat=0
split_feature=151 2 4 1 47 13 49
split_gain=1.48422e-05 5.19978e-05 5.07739e-05 4.6988e-05 9.07888e-05 5.96748e-05 1.01225e-05
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.28937500000000005 0.089175000000000018 0.10783500000000001 -0.028919999999999998 -0.042499999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.010159595921227824 0.021307413093860274 -0.0096785735608228077 0.019238326034968004 -0.019362416923717582 0.0093844590740520262 0.01562742020079633 -0.033579542807516009
leaf_weight=0.001295468276864502 0.0011338036174434853 0.0018822164158278953 0.0010171518893692414 0.0010027328700187152 0.0010914476231755968 0.0018455271177129577 0.0010004735354721419
leaf_count=423 245 1199 250 161 143 939 550
internal_value=0 0.00129074 -0.0016042 -0.00471161 -0.01382 0.00284989 -0.026463
internal_weight=0 0.00897335 0.00783955 0.0068224 0.00309465 0.00372774 0.00200321
internal_count=3910 3487 3242 2992 854 2138 711
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=10
num_cat=0
split_feature=50 160 12 156 16 1 2 13 12
split_gain=6.37722e-05 4.82554e-05 5.77605e-05 5.41269e-05 5.58652e-05 9.20926e-05 6.29605e-05 0.000104679 4.07239e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 0.082605000000000026 -0.52908499999999992 0.10786000000000001 0.094010000000000024 -0.091849999999999987 0.080120000000000011
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=-0.00028158519167091411 -0.00047350102787358645 -0.00036967433690185229 -0.0001921779106647759 -0.00026071398830377891 0.00063366550470714722 0.00065740390487590986 0.00033362151621358065 -0.00054179016217650313 8.9448879317409699e-05
leaf_weight=0.0014622857019811778 0.0010413245448499418 0.0010257966000703665 0.0011470702531908312 0.0011135115882093408 0.0010590752446867021 0.0017571204097766146 0.0010198754739296004 0.0010826502837006677 0.0010555153004158833
leaf_count=414 715 318 121 450 82 236 52 410 1112
internal_value=0 3.47496e-05 7.75311e-05 0.000141301 0.000204161 0.000280259 0.000123117 -0.000117153 0.000362015
internal_weight=0 0.0107229 0.0096971 0.00823482 0.00712131 0.00597424 0.00421712 0.00210253 0.00211459
internal_count=3910 3195 2877 2463 2013 1892 1656 462 1194
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=9
num_cat=0
split_feature=50 160 133 49 160 151 43 0
split_gain=5.51378e-05 5.02225e-05 4.87906e-05 7.14739e-05 8.40016e-05 5.35703e-05 5.12328e-05 5.77634e-05
threshold=0.086465000000000014 0.091575000000000017 0.088055000000000008 -0.006494999999999999 -0.081069999999999989 -0.024429999999999997 -0.074254999999999988 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 -8
right_child=-2 -3 -4 4 6 -7 7 -9
leaf_value=0.00013634328583946219 -0.00043320956491378507 -0.00037628022825321987 -0.00031846311031196779 0.00075899907451561688 0.00039938672972396913 -0.00042025981905170306 0.00028570651950489504 -0.0002547508985611751
leaf_weight=0.0013364889130650258 0.0010707690933830045 0.0010383580359254385 0.0010643466778305919 0.0010179218931036698 0.0018360227768109217 0.001322792848065437 0.0013690237778121394 0.0017099564161842606
leaf_count=291 715 318 628 335 351 185 133 954
internal_value=0 3.34782e-05 7.75391e-05 0.000126593 0.000246322 -0.000140525 0.000140144 -1.44444e-05
internal_weight=0 0.0106949 0.00965655 0.00859221 0.00593292 0.00265928 0.004915 0.00307898
internal_count=3910 3195 2877 2249 1773 476 1438 1087
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=7
num_cat=0
split_feature=47 43 52 1 1 16
split_gain=1.6692e-05 4.30023e-05 5.13199e-05 3.88156e-05 6.41416e-05 4.53648e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.11097000000000001 0.094485000000000013 -0.083564999999999987
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=0.020016289842717042 -0.011880134182745037 0.013870265936841082 -0.015259315179162881 -0.0095114311327699173 0.025671385421903444 -0.01089548320069334
leaf_weight=0.0010760887359384389 0.0010855997863561681 0.001312642723025857 0.0019797863621668563 0.0017172854841131851 0.0014251943187405681 0.0016943414546656606
leaf_count=248 179 387 1139 395 374 1188
internal_value=0 0.00123059 -0.00125612 0.00325214 0.00819749 -8.44584e-05
internal_weight=0 0.00920534 0.00812925 0.00614946 0.00443218 0.00300698
internal_count=3910 3731 3483 2344 1949 1575
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=10
num_cat=0
split_feature=50 15 15 133 43 16 16 51 16
split_gain=4.9494e-05 5.12752e-05 5.82386e-05 4.73564e-05 6.59271e-05 4.57964e-05 0.00010935 9.68183e-05 6.35008e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 -0.083684999999999996 -0.0099649999999999982 0.15737500000000001 0.077145000000000005 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 -6
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.0004520476474633115 -0.00041075132308435576 -0.00043967368782930915 0.00040950026841893522 -0.00033821677005407033 -8.4378655253190585e-05 0.00065751515150931042 -0.00019688242264816151 0.00033023900795570865 -0.00076059644615558545
leaf_weight=0.0010240642329184682 0.0010527100818540662 0.0010746390736699465 0.0019562149202202754 0.0010841728667927561 0.0011437857808329964 0.0010757797644999245 0.0012394556354468613 0.0010346642612872291 0.0010013050080579294
leaf_count=264 715 286 434 623 155 280 342 166 645
internal_value=0 3.49556e-05 -9.49058e-06 4.46712e-05 0.000100383 -9.6632e-06 0.000200115 -0.000162407 -0.00040003
internal_weight=0 0.0106341 0.00961002 0.00853538 0.00745121 0.00549499 0.00231524 0.00317976 0.00214509
internal_count=3910 3195 2931 2645 2022 1588 622 966 800
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 2
split_gain=4.83382e-05 6.52311e-05 6.29263e-05 7.26328e-05 7.76483e-05 7.55731e-05 0.000106735 8.06144e-05 2.72295e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0005223180573843113 -0.00041095003263325188 0.00047360809153831673 -0.00041268337305929776 0.00045547214255330337 0.00032147405018764053 -0.00040528424840261711 -0.00037372745109838523 0.0007672082213720906 -0.00010719460804548478
leaf_weight=0.001084492561373069 0.0010553442266782931 0.0011333215869357609 0.0013705064599000933 0.0013569182435703856 0.001239052118662971 0.0011176981298229027 0.001076246355122993 0.0011144362660986313 0.0010546252714458697
leaf_count=214 161 279 419 424 642 364 130 200 1077
internal_value=0 2.9185e-05 -2.43178e-05 4.18548e-05 -4.20816e-05 5.08865e-05 0.000164584 0.000334577 0.000124374
internal_weight=0 0.0105473 0.00941398 0.00804347 0.00668655 0.00560206 0.00448436 0.00340811 0.00229368
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=8
num_cat=0
split_feature=3 4 47 15 49 2 151
split_gain=1.64768e-05 3.12626e-05 3.75038e-05 5.29444e-05 6.88469e-05 7.31262e-05 4.50352e-05
threshold=0.13772500000000001 -0.34687499999999999 0.09252500000000001 0.079360000000000014 -0.0019649999999999997 0.10066500000000002 -0.024429999999999997
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=-0.017398679588578877 0.0094121788054303563 0.0087638923917495986 -0.013374573794572634 -0.016784331745321058 0.031199498466249767 -0.0014339510218446478 -0.019865765743257047
leaf_weight=0.0011229864513615014 0.0015350883730702982 0.0011317081264618604 0.0015587163223145474 0.001019905449480797 0.0017458299519919214 0.0011318452978160047 0.001067900333396057
leaf_count=261 239 379 347 1388 696 422 178
internal_value=0 -0.00181738 0.000468125 0.00400694 0.00818341 0.0183641 -0.00513568
internal_weight=0 0.00877889 0.00765591 0.00609719 0.00507728 0.00287768 0.00219961
internal_count=3910 3671 3410 3063 1675 1118 557
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=9
num_cat=0
split_feature=11 13 16 3 39 0 43 13
split_gain=1.57898e-05 2.6011e-05 2.88203e-05 3.2041e-05 4.23622e-05 4.81688e-05 3.37737e-05 1.81661e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.11265500000000002 0.005105000000000001 -0.053834999999999994 -0.074254999999999988 -0.40944499999999995
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=0.0016392041213573079 -0.011399091617939387 -0.016142989069042785 0.019057303555694804 -0.014687290781559057 0.022301882892207626 -0.018428606593012417 -0.0031932957853650409 0.020297352596267845
leaf_weight=0.0010353262954255389 0.0011092928938276009 0.0011505360225386322 0.0012204192370775821 0.0010512183376813478 0.0010549424440657374 0.0010624860217449219 0.0015467605871649938 0.0010521027103770895
leaf_count=148 279 261 987 86 261 269 1233 386
internal_value=0 0.00123232 -0.00165768 0.00114999 0.00455834 -0.000329402 0.00661997 0.0110433
internal_weight=0 0.00917379 0.00708636 0.00593583 0.00488461 0.00382967 0.00276718 0.00208743
internal_count=3910 3631 3097 2836 2750 2489 2220 534
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=8
num_cat=0
split_feature=147 52 13 1 2 3 15
split_gain=1.6222e-05 3.72622e-05 6.81941e-05 6.1631e-05 9.19373e-05 6.46499e-05 4.01479e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10274500000000002 -0.084129999999999996 -0.077959999999999988
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=0.023911635781244101 0.010907475456581618 -0.017557777978769559 -0.024168991791596008 -0.017877107323659564 0.028607480688648507 -0.0070566218033835991 0.018150041329350327
leaf_weight=0.0011152037583688932 0.0011810795483705025 0.001253540292190331 0.0011331462720549678 0.0019296643526783763 0.0011037151768111589 0.0013724076686843973 0.0011710411459097273
leaf_count=148 234 639 944 362 431 430 722
internal_value=0 -0.00155115 0.001013 -0.00279277 0.00329631 -0.00430211 0.0045489
internal_weight=0 0.00907872 0.00782518 0.00670997 0.00478031 0.0036766 0.00254345
internal_count=3910 3676 3037 2889 2527 2096 1152
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=9
num_cat=0
split_feature=50 15 15 133 43 52 16 150
split_gain=3.85111e-05 5.91966e-05 5.4358e-05 5.25869e-05 7.65492e-05 5.00341e-05 7.40179e-05 0.00011738
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 -0.083684999999999996 -0.094124999999999986 -0.013279999999999998 0.082590000000000011
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=0.00047987017485393279 -0.0003632282370761854 -0.00043432688969531814 0.00042870394873338607 -0.00037465825849760797 -0.00040592453233040436 -0.00043977577721440942 0.00045157647366713479 0.00034468440580676167
leaf_weight=0.0010265796877151302 0.001038203869258022 0.0010597772901739895 0.0019478922012835 0.0010446988366650091 0.0010631667825454641 0.0017070583239877318 0.0013409732312004595 0.001285668282913846
leaf_count=264 715 286 434 623 350 766 324 148
internal_value=0 3.2686e-05 -1.58968e-05 3.69604e-05 9.55079e-05 -2.47526e-05 6.87585e-05 -0.000102774
internal_weight=0 0.0104758 0.00944923 0.00838946 0.00734476 0.00539687 0.0043337 0.00299273
internal_count=3910 3195 2931 2645 2022 1588 1238 914
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=10
num_cat=0
split_feature=484 15 151 1 4 47 13 4 16
split_gain=0.00010342 5.60496e-05 8.13626e-05 0.000103903 9.36965e-05 8.81248e-05 7.37934e-05 5.75164e-05 4.74668e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 -0.39075499999999991 0.086785000000000015 -0.0073699999999999989 0.0051950000000000008 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -5 -3
right_child=1 8 3 5 -6 6 -8 -9 -10
leaf_value=-0.00060859469674165586 -0.00025793165891930983 6.3639375489148216e-05 0.00022086462775009339 0.00024488631381351428 -0.00059222194160676834 -0.00030578370402349695 0.00039186882463587626 0.00080764971780464918 -0.00051970174804337748
leaf_weight=0.001012828497688815 0.001840119504836599 0.0010296348941783232 0.0011754334735234687 0.0011698896734800822 0.0010157647265256076 0.0010831556229928261 0.0012621277283558663 0.0017318824047747609 0.0011192906765052643
leaf_count=627 442 102 54 311 552 168 81 324 1249
internal_value=0 4.51443e-05 0.000111232 0.000202558 -0.000156055 0.000352316 6.9662e-05 0.000580764 -0.0002402
internal_weight=0 0.0114273 0.00927837 0.00743825 0.0021912 0.00524706 0.00234528 0.00290177 0.00214893
internal_count=3910 3283 1932 1490 606 884 249 635 1351
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=7
num_cat=0
split_feature=1 4 47 4 1 16
split_gain=1.78116e-05 5.02418e-05 2.5638e-05 5.09526e-05 0.000113008 6.45283e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 0.11097000000000001 -0.010819999999999998
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=0.004375842376870792 -0.020708407461027971 -0.021768872663613999 -0.0074550221079249584 0.037619990916969201 -0.0013850562208237403 0.012891939871954489
leaf_weight=0.0017563997248037245 0.0012358669528784436 0.0012639560497335499 0.0018872299257516783 0.0012536418913261516 0.0018228426115947482 0.0010633249327259148
leaf_count=422 549 1586 328 164 357 504
internal_value=0 -0.00656518 0.00257244 0.00609277 0.0145092 -0.005169
internal_weight=0 0.00302036 0.00726291 0.00537568 0.00307648 0.00229919
internal_count=3910 2008 1902 1574 521 1053
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 16 1 4 12
split_gain=3.16682e-05 5.5158e-05 5.61705e-05 6.27939e-05 7.66219e-05 6.97749e-05 7.2427e-05 5.42536e-05 1.14822e-05
threshold=0.086465000000000014 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 0.10786000000000001 -0.0010999999999999996 0.085005000000000011
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=-0.0003224559664802806 -0.00033831459109112135 -0.00038801044245203632 -0.00014907218763907261 -0.0002964139923376336 -0.00028527146511063076 0.00055426565480002265 0.00072972529888347339 -0.00014298785336333707 0.0002596370763891512
leaf_weight=0.0011954815815171287 0.0010184608092865437 0.0011137746235515998 0.0011194519214017306 0.0011243404930538466 0.0010461038180698849 0.0010084233758556487 0.0016305336760604285 0.0010507797939762081 0.0010259412864725439
leaf_count=346 715 729 117 243 365 225 217 260 693
internal_value=0 2.4109e-05 7.39955e-05 0.000133198 0.000203393 0.000291 0.000395468 0.000218809 0.000405683
internal_weight=0 0.0103148 0.00920106 0.00800557 0.00688123 0.00583513 0.00471568 0.00308514 0.00203436
internal_count=3910 3195 2466 2120 1877 1512 1395 1178 918
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 52
split_gain=1.77876e-05 3.34239e-05 4.60348e-05 7.52037e-05 3.71315e-05 3.41843e-05 4.72898e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.075234999999999982 -0.15168999999999996 0.091210000000000013
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=-0.023813068323188871 0.0095642481273319948 -0.018470294825843246 0.016723842033654287 0.017884848265904009 0.010869944249962399 -0.02192404529148808 0.0067395795092833099
leaf_weight=0.0013852909571211497 0.0016053524940513536 0.0010668700023978607 0.0014120148880533718 0.001198199690846169 0.0012572934183045807 0.0013348230429523571 0.0010119254966908611
leaf_count=471 331 706 412 528 137 1108 217
internal_value=0 -0.00189554 0.000431321 -0.00328668 0.00263451 -0.00243562 -0.0095642
internal_weight=0 0.00866642 0.00759955 0.00618753 0.00480224 0.00360404 0.00234675
internal_count=3910 3579 2873 2461 1990 1462 1325
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=9
num_cat=0
split_feature=1 43 12 2 52 2 1 16
split_gain=4.12281e-05 4.41759e-05 7.16301e-05 6.59142e-05 6.51472e-05 6.86894e-05 4.45241e-05 4.12999e-05
threshold=0.13662500000000002 -0.053009999999999995 0.10058500000000002 0.089910000000000004 -0.074484999999999982 0.10796500000000002 0.10752500000000002 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 -1
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00027377163575938629 0.00037205232255574524 -0.00035581968652293432 -0.00061538833583681834 -0.00029414948703867703 0.00064064255038695376 6.165066063148334e-06 0.00045302117056797631 0.00022899574694986173
leaf_weight=0.0012181303080323414 0.0010100565793108853 0.001857489148469494 0.0010198506212056035 0.0011719053809678918 0.0010885103679433563 0.0016510950725625601 0.0011372631454978632 0.0012970099941904626
leaf_count=969 225 975 268 230 303 193 255 492
internal_value=0 -4.28111e-05 -0.00013636 -5.16764e-05 9.27544e-05 0.000258258 0.000131071 -1.45041e-05
internal_weight=0 0.0104413 0.00678885 0.005769 0.00391151 0.00273961 0.0036524 0.00251514
internal_count=3910 3685 1969 1701 726 496 1716 1461
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=8
num_cat=0
split_feature=49 3 42 15 52 16 1
split_gain=1.57978e-05 5.76799e-05 3.16803e-05 3.68956e-05 3.19029e-05 5.53029e-05 4.11003e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093125000000000013 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.095575000000000007
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=0.021904630762040245 -0.014563191298912962 -0.0074422470865152584 -0.018477949860035547 -0.0012378625155630534 0.0193827059098906 -0.017577091674512779 0.023827799575379498
leaf_weight=0.0012751282981012858 0.0013481881071642637 0.0014106347907052318 0.0010588774879892295 0.0018408536427427877 0.0010706776955409321 0.0012463316837923563 0.0010147731406596077
leaf_count=350 308 209 711 1362 384 419 167
internal_value=0 0.00649086 -0.00243453 0.00017067 0.00401088 -1.41371e-06 0.00766945
internal_weight=0 0.00268576 0.0075797 0.00652082 0.00517264 0.00410196 0.00285563
internal_count=3910 559 3351 2640 2332 1948 1529
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 0
split_gain=1.6377e-05 3.14027e-05 4.32124e-05 4.1107e-05 6.3326e-05 5.13295e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083684999999999996 0.092175000000000021 -0.15517999999999996
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=-0.010218597255783881 -0.012911725439644847 0.024710242241538737 -0.01339000168469052 -0.010458335851631704 -0.002026377120274626 0.023303680048328713
leaf_weight=0.0013808026799038637 0.0012930510063104061 0.0011119325212387617 0.001207603005575918 0.0019992598257748519 0.0014280321829621898 0.0018191017744913322
leaf_count=1060 521 434 245 997 158 495
internal_value=0 0.00149 0.00395132 0.00724487 0.00354322 0.012164
internal_weight=0 0.00885898 0.00756593 0.00635833 0.00524639 0.00324713
internal_count=3910 2850 2329 2084 1650 653
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=7
num_cat=0
split_feature=51 1 0 1 3 2
split_gain=1.86251e-05 3.20943e-05 4.42649e-05 4.67489e-05 4.04621e-05 3.98965e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.23029999999999998 0.10688500000000002 -0.115685 0.093815000000000009
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=0.010383718466736479 0.012664299686749697 0.010161039364541938 0.010639215931877957 -0.026310258935498678 -0.020834151049078389 0.0012752505137658978
leaf_weight=0.0014585787131840217 0.0011923708861273658 0.0017808299264402156 0.0013447946542020288 0.0011741062125472613 0.0016611241336164885 0.0016045368380984124
leaf_count=515 111 451 245 182 1815 591
internal_value=0 -0.00182122 -0.00487963 -0.00849596 -0.00395934 -0.00997101
internal_weight=0 0.00875776 0.00697693 0.00578456 0.00461046 0.00326566
internal_count=3910 3395 2944 2833 2651 2406
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=10
num_cat=0
split_feature=1 123 16 4 12 151 16 16 16
split_gain=5.00469e-05 4.80173e-05 5.31808e-05 4.41591e-05 6.56151e-05 5.1661e-05 7.74533e-05 6.23648e-05 1.68692e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.24280000000000004 0.098845000000000016 -0.0074049999999999993 -0.091624999999999984 0.16388500000000003 -0.0041999999999999997
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=-0.00050230562506064851 0.00040560138024494616 0.00034366925615078153 0.00031420706804068989 0.00026136760460888019 -0.00056955777435434285 -0.00059424632653006307 4.3675877202136061e-05 -0.00035281327959056961 0.00039532839265335153
leaf_weight=0.0011033276024557956 0.0010042609374763803 0.0010524229020313523 0.0012967875543223603 0.0014909366440814739 0.0010199063724560782 0.0010531831343648847 0.001056707559654999 0.0011321513667559876 0.0010413109524243873
leaf_count=136 225 276 416 200 481 404 1079 374 319
internal_value=0 -5.30658e-05 -9.84779e-05 -4.34099e-05 -0.000112259 -2.8676e-05 -0.000132484 1.80716e-05 0.000218212
internal_weight=0 0.0102467 0.00919431 0.00809098 0.00660005 0.00558014 0.00428335 0.00323017 0.00209802
internal_count=3910 3685 3409 3273 3073 2592 2176 1772 1398
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=8
num_cat=0
split_feature=48 4 12 3 47 2 12
split_gain=4.73286e-05 7.68979e-05 5.22639e-05 9.19627e-05 9.22262e-05 5.65633e-05 6.22742e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.094010000000000024 0.084100000000000022
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=-0.00039506747175387124 -0.00041040085590781939 0.00039388969741983219 0.00018175245209788086 0.00045326245335097716 0.00035522946221644815 -0.00052794981346353242 -0.00043383326810971618
leaf_weight=0.0013906474989602274 0.0010240253009007978 0.0018483098809743788 0.0016054568423950998 0.0014913327888175405 0.0013317161838705283 0.0015948632156404315 0.001041814538939903
leaf_count=275 161 388 369 130 340 723 1524
internal_value=0 3.15868e-05 -4.76068e-05 2.07842e-05 -9.49292e-05 -0.000236246 -6.05069e-05
internal_weight=0 0.0103041 0.00845583 0.00706518 0.00557385 0.00424213 0.00264727
internal_count=3910 3749 3361 3086 2956 2616 1893
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=7
num_cat=0
split_feature=1 4 47 51 0 0
split_gain=1.80537e-05 4.37533e-05 2.32306e-05 4.37907e-05 5.44318e-05 5.64811e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.08955500000000001 -0.087614999999999985 -0.15137999999999999
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=0.0036439556544617859 0.0078194110834256484 -0.020822028320280957 -0.006950109679511509 -0.010690374272299991 -0.0046603897920095404 0.037647467898626163
leaf_weight=0.0017447566250076605 0.0016418238556586344 0.0012579517900340668 0.0018781486101014152 0.0012178301125020654 0.0014581884901058769 0.0010350240281458496
leaf_count=422 220 1586 328 225 868 261
internal_value=0 -0.0066058 0.00261872 0.00597611 0.0108846 0.0193527
internal_weight=0 0.00300271 0.00723102 0.00535287 0.00413504 0.00267685
internal_count=3910 2008 1902 1574 1349 481
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=10
num_cat=0
split_feature=484 39 12 48 1 2 12 0 16
split_gain=0.000169202 7.44062e-05 8.12937e-05 5.63618e-05 0.000140179 0.000135557 0.000106261 5.56326e-05 4.35962e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.11379500000000002 0.11198000000000001 0.10679500000000001 0.090385000000000007 -0.13027499999999997 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00077435168074750801 0.00036715794831463852 -0.00044239020575834962 -0.00040586502693140913 -0.00024100977832540595 0.00077143602408040869 -0.0004711664746521878 0.00066667409859598068 0.00014653615545571358 -0.00039886425785817613
leaf_weight=0.0010236783925183937 0.0013883997574975753 0.0010350047918680988 0.0010547942498142929 0.0011285623270246075 0.0014814388073376645 0.0012713606179283708 0.0015841512033247275 0.0011043250152592407 0.0011505341550751939
leaf_count=627 202 230 120 118 327 308 745 726 507
internal_value=0 5.84565e-05 0.00010946 0.000169135 0.000227137 0.000103061 0.000242719 5.83759e-05 -0.000131753
internal_weight=0 0.0111986 0.0101636 0.00910877 0.00798021 0.00649877 0.00522741 0.00364326 0.00225486
internal_count=3910 3283 3053 2933 2815 2488 2180 1435 1233
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=10
num_cat=0
split_feature=159 15 160 1 1 151 0 2 4
split_gain=5.29203e-05 3.93189e-05 3.9955e-05 4.96384e-05 8.08793e-05 6.13008e-05 7.10882e-05 8.84783e-05 3.73872e-05
threshold=-0.034019999999999988 -0.26361999999999991 0.091575000000000017 0.13026000000000001 0.096230000000000024 -0.0074049999999999993 -0.10303999999999998 0.10113500000000002 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -6
right_child=1 2 -4 -5 8 6 7 -9 -10
leaf_value=-0.00042578996078262342 0.00039357181166988674 0.00054970908914846086 -0.0003748112600201776 0.00044031491554868474 -0.00053771227026559319 -0.00043443182791446478 0.0004184527714140845 -0.00028179495195918702 -6.9922483160639277e-05
leaf_weight=0.0010661590138153461 0.001045072924962539 0.0010460413409299546 0.0010151518875906986 0.0010305685735627406 0.0012761868654414784 0.001006175456955462 0.0019352118447528567 0.0010813898877791894 0.0013535846778621463
leaf_count=520 268 312 321 120 416 192 1379 254 128
internal_value=0 3.21331e-05 -6.63101e-06 3.61863e-05 -1.79122e-05 0.000126848 1.68913e-05 0.000167428 -0.000296934
internal_weight=0 0.0107894 0.00974431 0.00872916 0.00769859 0.00506882 0.00402278 0.0030166 0.00262977
internal_count=3910 3390 3122 2801 2681 2137 1825 1633 544
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=10
num_cat=0
split_feature=484 12 15 42 3 16 160 1 16
split_gain=0.00012672 6.27597e-05 7.46298e-05 7.65575e-05 0.00010129 0.000116525 0.000109239 0.000160241 2.43899e-05
threshold=-1.0000000180025095e-35 -0.036459999999999992 1.0000000180025095e-35 0.091955000000000023 -0.13927999999999999 -0.27337499999999998 -0.080184999999999992 0.094890000000000016 -0.14879499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -4
right_child=1 2 8 -5 5 6 7 -9 -10
leaf_value=-0.00066089020028611215 -0.00028108272260894668 0.00081982528228331125 2.9151067896973705e-06 -0.00029727877304687737 -0.0003693795050062331 -0.00021968243705243067 0.00013321948728911448 0.0010074798521903842 -0.00042679767448460746
leaf_weight=0.0010255008627101285 0.0017711311487917181 0.0011277230707922936 0.0010054036016202356 0.0010016703477491841 0.0011875931566047212 0.0010764029906862758 0.0019246807505098567 0.0013868016920013256 0.0010261063861650632
leaf_count=627 477 191 98 236 160 315 436 146 1224
internal_value=0 5.84277e-05 0.000120188 0.000208336 0.000283891 0.00017549 0.00032296 0.000499347 -0.000214131
internal_weight=0 0.0115075 0.00973638 0.00770487 0.0067032 0.00557548 0.00438789 0.00331148 0.00203151
internal_count=3910 3283 2806 1484 1248 1057 897 582 1322
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=10
num_cat=0
split_feature=41 157 51 49 13 47 4 4 3
split_gain=4.6628e-05 5.43766e-05 9.7277e-05 6.24476e-05 4.10324e-05 6.43901e-05 8.41136e-05 4.20526e-05 4.02861e-05
threshold=0.075585000000000013 -0.072409999999999988 -0.032189999999999989 0.093425000000000022 0.0099250000000000015 0.077735000000000012 0.17888000000000001 -0.0017649999999999999 -0.0026499999999999996
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=0.00043173384206323973 -0.00040331324027173895 -0.00049038210589783058 0.0004506861594890576 0.0005034820369737102 -0.00024874133341458671 -0.00036327728904736922 0.00066944787982267467 -0.00028884350058600461 -5.6202791045969968e-05
leaf_weight=0.00116301190136646 0.001041633064934302 0.0014259200897672264 0.0011273796979519096 0.001080241339450159 0.0019109073911082698 0.0010100986234975592 0.0010539841762942335 0.0010584120982338086 0.0012955846343613161
leaf_count=499 221 484 1269 290 355 205 268 236 83
internal_value=0 3.05272e-05 -1.63091e-05 6.28781e-05 -9.54429e-07 8.44304e-05 0.000184142 3.72162e-05 0.000179647
internal_weight=0 0.0111255 0.00996253 0.00853661 0.00745637 0.00554546 0.00453536 0.00348138 0.00242296
internal_count=3910 3689 3190 2706 2416 2061 1856 1588 1352
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=10
num_cat=0
split_feature=11 151 43 151 42 3 4 4 4
split_gain=5.77151e-05 6.69934e-05 6.07935e-05 7.9286e-05 6.48139e-05 5.21133e-05 5.10806e-05 6.12768e-05 9.84975e-05
threshold=0.081130000000000022 -0.086249999999999979 -0.083899999999999988 -0.0088999999999999982 -1.0000000180025095e-35 -0.08095999999999999 0.17888000000000001 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 8 -7
right_child=-2 2 3 5 -6 6 -8 -9 -10
leaf_value=0.00048859934018490167 -0.00045475935861956444 -0.00012325554069363742 -0.00058734728623137432 -0.00039439059028574031 0.00052740677075080282 -0.00027887844686981067 0.00037579937279048306 -0.00034469076789910144 0.00056030229938213393
leaf_weight=0.0011091025856514681 0.0010254549445867017 0.001021792506627649 0.001120936010661237 0.0011794126926157836 0.0013883305020159274 0.0010301466475418652 0.0014430146674419371 0.0016296021667108604 0.0011249939102294299
leaf_count=334 230 351 210 891 402 124 283 461 624
internal_value=0 3.1526e-05 -1.94832e-05 -0.000106255 0.000251553 -2.20882e-05 6.19054e-05 -5.77735e-05 0.000159178
internal_weight=0 0.0110473 0.00993823 0.00752811 0.00241012 0.00640717 0.00522776 0.00378474 0.00215514
internal_count=3910 3680 3346 2593 753 2383 1492 1209 748
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=9
num_cat=0
split_feature=4 12 3 2 16 13 12 3
split_gain=1.49793e-05 3.06354e-05 5.49455e-05 6.81926e-05 5.83491e-05 5.53294e-05 5.71383e-05 3.3394e-06
threshold=0.28937500000000005 -0.036459999999999992 0.13772500000000001 0.094010000000000024 -0.015314999999999997 0.043015000000000005 0.080120000000000011 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -2
right_child=7 2 -4 4 -6 -7 -8 -9
leaf_value=-0.015842145302994121 0.003578361971991783 0.010915191120085425 0.021902905652808037 -0.033708103582886 -0.00076979199931884071 0.025058377112759791 -0.017620085097227144 0.011731465158450485
leaf_weight=0.0013364496209543044 0.0010056666878964053 0.0015266420543760273 0.0010390531346099628 0.001076978677474031 0.0010742774185493165 0.0010110693801671246 0.0012986338367184742 0.0010038103504110317
leaf_count=305 122 201 103 390 458 243 1784 304
internal_value=0 -0.00196416 0.000675387 -0.00300831 -0.0172596 0.00498321 -0.00220101 0.00765115
internal_weight=0 0.0083631 0.00702665 0.0059876 0.00215126 0.00383635 0.00282528 0.00200948
internal_count=3910 3484 3179 3076 848 2228 1985 426
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=9
num_cat=0
split_feature=41 157 160 42 160 43 1 15
split_gain=4.53471e-05 5.03613e-05 8.33705e-05 9.23004e-05 6.16571e-05 7.15066e-05 7.11198e-05 8.01687e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.00041614994986373686 -0.00040495402178332895 -0.000450404317089431 -0.0004566666140396569 0.00055222946643393553 -0.00030506833608077256 0.00037392794230161318 0.0001921829617594581 -0.00051704170286074832
leaf_weight=0.0011634605591939991 0.0010035233667963503 0.0014426668064013845 0.001141730823390948 0.0017562957012831606 0.0010074854802922095 0.0018459163452924183 0.0013282409753991517 0.0011375771417196229
leaf_count=499 221 810 841 330 244 495 147 323
internal_value=0 3.07535e-05 -1.56644e-05 6.0661e-05 0.000144139 0.000218721 8.28739e-05 -0.00013501
internal_weight=0 0.0108234 0.00965991 0.00821725 0.00707552 0.00606803 0.00431173 0.00246582
internal_count=3910 3689 3190 2380 1539 1295 965 470
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=9
num_cat=0
split_feature=50 133 12 160 16 1 160 16
split_gain=1.52312e-05 4.26278e-05 6.49591e-05 5.66698e-05 4.71347e-05 6.43866e-05 8.11167e-05 3.55601e-05
threshold=0.07992500000000001 0.088055000000000008 -0.036459999999999992 0.087825000000000014 -0.52908499999999992 0.11198000000000001 -1.0000000180025095e-35 -0.083564999999999987
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=-0.019606673270419497 -0.011824756142232858 -0.018241221429282552 -0.0091521877038749609 -0.014811637163478797 -0.014657705203011294 0.031219374251605488 0.031532542396728078 0.0072407381595750598
leaf_weight=0.0010617641996731354 0.0010004146933508236 0.0010106495098547033 0.0010255046504926745 0.0010347213302883624 0.0011727391632719735 0.0015722099840322799 0.0010245242464053423 0.0014633649401993621
leaf_count=345 755 707 119 240 500 250 411 583
internal_value=0 0.00115646 0.00350291 0.00686733 0.0104516 0.0142935 0.00702394 0.0172442
internal_weight=0 0.00936548 0.00835483 0.00729306 0.00625834 0.00523284 0.00366063 0.00248789
internal_count=3910 3155 2448 2103 1863 1744 1494 994
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=11
num_cat=0
split_feature=484 15 52 151 0 1 52 15 16 43
split_gain=0.000126467 4.74483e-05 6.51278e-05 8.23507e-05 8.53959e-05 9.2048e-05 9.40183e-05 8.27688e-05 5.13626e-05 4.34161e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 -0.044604999999999992 -0.15291499999999997 0.094385000000000011 0.10062000000000001 -0.13823999999999997 -0.15168999999999996 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 6 -6 -7 -3 -2
right_child=1 8 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.00066935730838971815 8.61587752371394e-05 0.00010719415022981663 -0.00044571214528735074 0.00056688968272699191 -0.00071710004129884415 -0.00012538026157643691 0.00011836606070425056 0.0006548152338663693 -0.00050754971725145293 0.00061970684339770696
leaf_weight=0.0010148198492265633 0.0010218738585211638 0.0010054715257522499 0.0012167514284885427 0.0012560259728304091 0.0010608882768289474 0.0010219536240580606 0.0010117275434627997 0.001070285855859059 0.001087932034111728 0.0013758082308427161
leaf_count=627 336 102 274 122 304 224 170 139 1249 363
internal_value=0 5.37032e-05 0.00011533 1.52773e-05 0.000118749 -1.63996e-05 -0.000309275 0.000273729 -0.000212285 0.000392313
internal_weight=0 0.0111287 0.00903531 0.00663763 0.00542088 0.00416486 0.00207262 0.00209224 0.0020934 0.00239768
internal_count=3910 3283 1932 1233 959 837 474 363 1351 699
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=9
num_cat=0
split_feature=48 48 51 0 51 52 4 4
split_gain=4.05711e-05 6.98732e-05 6.16017e-05 6.12814e-05 4.3672e-05 3.45046e-05 5.02747e-05 6.94245e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 -0.18087499999999998 -0.09021499999999999 -0.07125999999999999 0.15045000000000003 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00048583283210304858 -0.00037535154376923364 0.00049835703052798102 -0.00045231492421714047 0.00028205560829576513 -0.00042075555548852067 3.8306674601851969e-05 0.00021974012348088996 -0.00059326538795103408
leaf_weight=0.0010215314920177096 0.001029576683125733 0.0011073348747857167 0.0011276262769699561 0.0014125569803004213 0.0010679441650012474 0.0018260344607029838 0.0018692825013892429 0.0010562038185228462
leaf_count=128 161 279 398 444 423 779 421 877
internal_value=0 3.25377e-05 -2.24466e-05 3.62833e-05 -2.72161e-05 -0.000102286 -3.07067e-05 -0.000193135
internal_weight=0 0.0104885 0.00938118 0.00825355 0.00723202 0.00581946 0.00475152 0.00288224
internal_count=3910 3749 3470 3072 2944 2500 2077 1656
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=9
num_cat=0
split_feature=150 151 0 16 1 0 52 16
split_gain=1.59138e-05 6.70015e-05 3.76586e-05 6.08183e-05 5.25149e-05 4.16959e-05 5.10848e-05 3.40457e-05
threshold=0.082085000000000019 -0.07299499999999999 -0.08824499999999999 -0.018539999999999997 0.11198000000000001 0.11015500000000002 -0.07984999999999999 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -5 -1
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.031932072761121741 0.024950990940440329 -0.0083680902884706518 0.023934792362509005 0.0037979667824974439 0.0046542544257254055 0.012548898753599073 -0.027553767343253543 -0.0066363264952335119
leaf_weight=0.0011132827825348548 0.0011197716795982187 0.0013091032539177803 0.0011336658395476374 0.0010728226776926478 0.0014842046904897507 0.0011187514807238473 0.0010080689148956119 0.0010191478474580757
leaf_count=500 291 222 1259 530 195 152 412 349
internal_value=0 0.00699283 -0.00225578 0.00403193 -0.00978947 -0.00301985 -0.0113901 -0.0198425
internal_weight=0 0.00242887 0.00794994 0.00433331 0.00361664 0.00319964 0.00208089 0.00213243
internal_count=3910 513 3397 2353 1044 1094 942 849
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 12 52 16
split_gain=4.30131e-05 8.86375e-05 5.03818e-05 6.8177e-05 9.62223e-05 5.69181e-05 4.58336e-05 1.77303e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.084100000000000022 -0.066329999999999986 -1.0000000180025095e-35
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=-0.00038681156101050772 -0.00038870128329835421 0.00041434482601783755 -0.00033751689891073545 0.00037717182995561442 0.00036960837025553945 -0.0006502359125140051 0.0002131802526199701 -0.00028315094999974545
leaf_weight=0.0014619813441400734 0.0010440528886319677 0.0018828370408589942 0.001012086834628825 0.0015485673149389532 0.0013598680878054471 0.0010235295454555048 0.0013643524996971696 0.0010002317154218464
leaf_count=275 161 388 177 130 340 1595 287 557
internal_value=0 2.83318e-05 -5.45358e-05 1.19309e-05 -8.62623e-05 -0.000227148 -2.13527e-05 -0.000468806
internal_weight=0 0.0106535 0.00877062 0.00730864 0.00576007 0.0044002 0.00237644 0.00202376
internal_count=3910 3749 3361 3086 2956 2616 464 2152
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=8
num_cat=0
split_feature=42 43 3 16 457 1 15
split_gain=1.61707e-05 3.03125e-05 7.86185e-05 4.45638e-05 3.94031e-05 2.87027e-05 5.70605e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.15100500000000003 0.041935000000000007 0.095575000000000007 -0.19153499999999998
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=-0.010089565479862736 -0.0032318838341661282 -0.013552663787048704 0.032334114846010918 -0.020988673222640301 0.018024340739155716 -0.011276644059123256 0.018568662951816549
leaf_weight=0.00139896755101714 0.0016077055384203414 0.0015948051171635492 0.0010132161657726881 0.0010591395452212386 0.0011319862597856112 0.0012907994774649816 0.0012717228251133664
leaf_count=1060 847 773 486 251 136 165 192
internal_value=0 0.00146982 0.0105175 -0.00226546 0.0014837 -0.0030201 0.00353492
internal_weight=0 0.00896937 0.00262092 0.00634845 0.00528931 0.00415733 0.00256252
internal_count=3910 2850 1333 1517 1266 1130 357
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=10
num_cat=0
split_feature=48 48 0 51 1 4 2 12 2
split_gain=4.30195e-05 9.32917e-05 6.85056e-05 6.93878e-05 6.75011e-05 0.000100176 7.93696e-05 0.000118378 3.80126e-05
threshold=0.11930500000000001 0.093225000000000016 -0.23029999999999998 0.07919000000000001 0.11235500000000002 0.22584000000000001 0.10393500000000001 0.090840000000000018 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00044634637563209999 -0.00038490463550010901 0.00055825081973358216 -0.00044288508225119182 -0.00057398075009097791 -0.00017419010639978813 0.00067605789133495092 -0.00051828583387922289 0.0004997416086782912 2.5988248632131379e-05
leaf_weight=0.0010310941725060778 0.0010448503347803518 0.0011555462669962267 0.0014430271024997352 0.0010002716584791415 0.0010174660560343385 0.0011183505206517844 0.0015346394237083184 0.0012717056415892576 0.0012326259657202887
leaf_count=103 161 279 746 407 127 277 426 676 708
internal_value=0 3.17538e-05 -3.12973e-05 -8.84441e-05 -2.46897e-05 0.000271014 -0.000139898 7.2106e-06 -0.000226883
internal_weight=0 0.0108047 0.00964918 0.00861809 0.00761781 0.00213582 0.005482 0.00394736 0.00267565
internal_count=3910 3749 3470 3367 2960 404 2556 2130 1454
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=10
num_cat=0
split_feature=484 39 12 15 2 16 12 42 4
split_gain=0.000120592 4.84743e-05 7.04704e-05 5.65815e-05 7.69423e-05 0.00020999 8.7476e-05 4.35555e-05 6.07276e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 -0.16430499999999995 0.10393500000000001 -0.13863999999999996 0.093125000000000013 0.084100000000000022 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00065985241443425042 0.00051707372022955162 -0.00036498219873465858 -0.00039779467365058018 0.00040762077145794281 -0.00089936190913687331 0.00029132381845687325 0.00063920234924933872 -0.00028443900954880092 -0.00014028605812705695
leaf_weight=0.0010286189975983592 0.0012959790864064133 0.0010251486791270662 0.0010545909000732817 0.0018426732334369381 0.0010056518301608465 0.0013129068712072465 0.0013276333989027909 0.0010477778068694044 0.0013457251796715774
leaf_count=627 294 230 120 722 128 384 498 722 185
internal_value=0 4.15172e-05 8.22408e-05 0.000137397 7.49723e-05 -0.000225124 0.000200029 6.23904e-05 0.000176366
internal_weight=0 0.0112581 0.0102329 0.00917835 0.00788237 0.00231856 0.00556381 0.00423618 0.0031884
internal_count=3910 3283 3053 2933 2639 512 2127 1629 907
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=9
num_cat=0
split_feature=15 150 16 151 52 2 15 3
split_gain=1.57688e-05 2.60989e-05 5.89689e-05 3.91517e-05 3.63826e-05 0.000114962 6.16883e-05 6.93436e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.30307999999999996 -0.07299499999999999 0.11110500000000002 0.10113500000000002 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -8
right_child=1 3 4 -5 -6 -7 7 -9
leaf_value=0.010083637738830547 -0.026076504815765889 0.021124280792488973 -0.012033587186810335 -0.0058073007038487194 0.01636121534859444 -0.033524924187782981 -0.003952532827660467 0.031010395981073521
leaf_weight=0.0013272873005848737 0.0010776541932855845 0.0011082423246958784 0.0014725892417448644 0.0010523747555470035 0.0010378325100928532 0.0010504003451774916 0.0010901713268951499 0.0011826778474694835
leaf_count=317 226 283 603 204 500 433 1192 152
internal_value=0 -0.00158628 -0.00458523 0.00800668 -0.000615145 -0.00428887 0.00391031 0.0142404
internal_weight=0 0.00907194 0.00691133 0.00216062 0.00583367 0.00479584 0.00374544 0.00227285
internal_count=3910 3593 3106 487 2880 2380 1947 1344
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=9
num_cat=0
split_feature=159 51 43 47 13 42 4 3
split_gain=5.49637e-05 4.87802e-05 5.81476e-05 6.71358e-05 5.17481e-05 7.38682e-05 4.39463e-05 5.94488e-05
threshold=-0.034019999999999988 0.090935000000000016 -0.074254999999999988 0.09252500000000001 0.0034250000000000005 0.087065000000000017 0.05309500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00043186424615600721 0.00076236633706054137 0.00040635348628078076 -0.00040244214205332221 -0.00059107224534552232 -9.3365931289732192e-05 2.7648258527967016e-05 0.00020006554895326745 0.00013640236548083859
leaf_weight=0.0010763099438925753 0.0010171504862376991 0.0011953380110320934 0.0018810355972471954 0.0010123096344838312 0.0015087187945176609 0.0010897893744494227 0.001879343263897926 0.0013536729926785507
leaf_count=520 532 308 1199 153 317 359 392 130
internal_value=0 3.25233e-05 -1.33454e-05 -0.000129721 0.000183842 0.000382342 -3.83985e-05 -0.000176944
internal_weight=0 0.0109374 0.00974202 0.00612636 0.00361566 0.00210694 0.00511405 0.00323471
internal_count=3910 3390 3082 1874 1208 891 1721 1329
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=9
num_cat=0
split_feature=484 475 15 4 43 15 52 1
split_gain=0.000106377 3.98968e-05 4.18082e-05 6.37136e-05 8.13315e-05 5.44422e-05 8.20098e-05 7.28613e-05
threshold=-1.0000000180025095e-35 -0.050754999999999995 -0.03231499999999999 -0.060264999999999992 0.070805000000000021 -0.095799999999999982 -0.080899999999999986 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 7 -7 -3
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.00060560622198604257 0.00041203792986516563 -0.00033213315990798309 -0.00022066694546749575 -0.00042083559277023572 0.00045814980690823856 1.6399915792430466e-05 0.00073830927248982013 0.00025706784674949911
leaf_weight=0.0010543830133850846 0.0010374778368901069 0.0016606883546718052 0.0016833829505763743 0.0017796873688559877 0.0011369036178485725 0.001341192014370905 0.0011022096268231559 0.0015695557975650457
leaf_count=627 415 371 1128 351 136 299 303 280
internal_value=0 4.55844e-05 8.57819e-06 -0.000130338 5.29752e-05 0.000121206 0.000342051 -4.5844e-05
internal_weight=0 0.0113111 0.0102736 0.00459997 0.00282029 0.00567365 0.0024434 0.00323024
internal_count=3910 3283 2868 1615 1264 1253 602 651
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 3
split_gain=4.68217e-05 7.24906e-05 6.43095e-05 8.36833e-05 9.30987e-05 6.39011e-05 9.00517e-05 8.76281e-05 2.50328e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00057617959734247877 -0.00040251035319542741 0.00051302503427358827 -0.00041638467146567267 0.00049041237325112301 -8.4165933512132698e-05 -0.00036204997508960702 -0.00033355649116035858 0.00077559460472622732 0.00033127187226492913
leaf_weight=0.0010615615799589202 0.0010285642331421133 0.0010958769133340143 0.0013468239994230509 0.0013568204988452957 0.0012563065790787815 0.001113602272159531 0.0010640629635257446 0.0010974941896958511 0.0010027294701534608
leaf_count=214 161 279 419 424 1610 364 130 200 109
internal_value=0 3.60462e-05 -2.01628e-05 4.69401e-05 -4.4287e-05 5.77399e-05 0.00016349 0.00032106 0.000100236
internal_weight=0 0.0103953 0.0092994 0.00795258 0.00659576 0.0055342 0.00442059 0.00335653 0.00225904
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=10
num_cat=0
split_feature=147 151 4 52 2 15 16 13 4
split_gain=3.73805e-05 6.22821e-05 7.72309e-05 9.84038e-05 0.000104031 7.70965e-05 3.32139e-05 6.46606e-05 1.57337e-05
threshold=0.087265000000000023 -0.044604999999999992 0.41315500000000005 0.11401500000000002 0.089910000000000004 -0.064869999999999983 -0.095609999999999987 -0.0016149999999999999 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8 -7
right_child=-2 2 -4 -5 6 8 7 -9 -10
leaf_value=-0.00036902674711363973 0.00034319519163501555 -0.00065943351040911641 0.00049617129316147958 -0.00061336303250052637 -2.3206988364771188e-05 -0.00017168726725791769 0.00070330685212113375 8.231818823430803e-05 0.00017123853230091056
leaf_weight=0.0018576151633052278 0.0010621234421077487 0.0010392154612137196 0.0011658008844582174 0.0010179441980333204 0.0010893327353145134 0.0010538056495121777 0.0012580756710819023 0.0013221654278341463 0.0010049099682072639
leaf_count=498 191 322 289 519 202 997 424 314 154
internal_value=0 -4.22995e-05 2.55048e-05 -4.49733e-05 4.05219e-05 -0.000224065 0.000263892 0.0003851 -4.29671e-06
internal_weight=0 0.0108089 0.00895125 0.00778545 0.0067675 0.00309793 0.00366957 0.00258024 0.00205872
internal_count=3910 3719 3221 2932 2413 1473 940 738 1151
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 12 16 16
split_gain=3.62834e-05 9.32456e-05 5.48324e-05 8.58129e-05 7.49855e-05 4.59841e-05 2.25633e-05 1.51772e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.084100000000000022 -0.084659999999999985 -0.004514999999999999
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=-0.00040662434145994416 -0.00035334415666371126 0.00042879529300562973 -0.00025375896122020215 0.00043019434769820243 0.00030787130430416816 -0.00060613094933042707 0.00013581410178667354 -0.00026574058152234226
leaf_weight=0.0014031641022713088 0.0010172007511887919 0.0018912614360879253 0.0010032959993765481 0.0015245183115270271 0.0013627248168469695 0.0010092141977862952 0.0013283840386328336 0.0010052442660088224
leaf_count=275 161 388 124 130 340 1537 340 615
internal_value=0 3.44568e-05 -5.18969e-05 1.69147e-05 -9.34491e-05 -0.000219283 -3.18149e-05 -0.000436271
internal_weight=0 0.0105278 0.00863655 0.00723338 0.00570886 0.00434614 0.00233168 0.00201446
internal_count=3910 3749 3361 3086 2956 2616 464 2152
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=10
num_cat=0
split_feature=48 2 40 159 150 52 0 1 43
split_gain=4.71278e-05 9.95357e-05 7.95983e-05 7.07179e-05 8.7977e-05 7.48422e-05 6.91836e-05 4.36748e-05 4.25666e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.082325000000000023 0.086420000000000011 0.084240000000000023 -0.10575999999999998 0.11113500000000003 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3 -8
right_child=-2 7 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00052548796761032058 -0.00039621699239517961 0.00011338390030058802 0.00073770918726466278 -0.00042159467227852426 -0.00033086925548279385 -0.00015322676094978245 0.00043160618889679243 0.00066338400740460041 -0.00012725669210661945
leaf_weight=0.0012177495619967206 0.0010736647411664019 0.0010505559466258336 0.0013037979134891504 0.0011950878289989746 0.0014145867032075163 0.0014178591807644447 0.0010886184537940032 0.0011769873356691795 0.001010245755423043
leaf_count=269 161 269 149 403 239 982 446 286 706
internal_value=0 3.4387e-05 -6.08162e-05 1.53398e-05 9.90874e-05 0.000225259 0.00038297 0.000403992 0.000162609
internal_weight=0 0.0108755 0.00864795 0.0074302 0.00623511 0.00482052 0.00340266 0.00222754 0.00209886
internal_count=3910 3749 3194 2925 2522 2283 1301 555 1152
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=9
num_cat=0
split_feature=50 12 160 156 12 0 43 1
split_gain=1.85011e-05 3.97964e-05 3.95641e-05 4.29381e-05 4.40517e-05 5.43834e-05 5.59156e-05 2.601e-05
threshold=0.082310000000000008 -0.036459999999999992 0.087825000000000014 0.080810000000000007 0.099370000000000014 -0.017269999999999997 -0.00084499999999999994 0.096335000000000018
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=-0.014543866703086612 -0.013028868537028582 -0.0079475511874626155 -0.013570999749775301 -0.012491178462027736 -0.0040118334348074897 0.035404689058392662 0.030412826192604853 0.0082279635331543692
leaf_weight=0.0013654717077996653 0.001002496071082693 0.0012317530941629187 0.001117687941808978 0.001001189207078393 0.0016564034395952316 0.0010161994204219604 0.0010137514554345638 0.001104003105024718
leaf_count=446 747 967 311 449 378 113 349 150
internal_value=0 0.0012544 0.00390421 0.00668522 0.00987334 0.0151415 0.00899396 0.0188477
internal_weight=0 0.00950646 0.00814099 0.0070233 0.00602211 0.00436571 0.00334951 0.00211775
internal_count=3910 3163 2717 2406 1957 1579 1466 499
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=4.47912e-05 6.79958e-05 5.45143e-05 6.90903e-05 0.000166195 9.18689e-05 7.48762e-05 5.06493e-05
threshold=0.11930500000000001 0.093225000000000016 0.089005000000000015 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.073129999999999987
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=-0.0002887905807235731 -0.00038776875519454425 0.00048544557911030754 -0.00045069447224853283 0.0008250839855134882 -0.00020719759819133498 -0.00047171518142247925 0.0005276311466426792 0.00018923675951061999
leaf_weight=0.0018890083036602868 0.0010738630836542784 0.0011377742143536618 0.0010172573963078612 0.0012058242965698194 0.0011927607933000907 0.0016788287563160352 0.0010382007680212607 0.0015525714898892615
leaf_count=1854 161 279 352 322 101 456 107 278
internal_value=0 3.2277e-05 -2.15751e-05 2.94376e-05 0.000311754 -8.05159e-05 6.60887e-05 -7.31421e-05
internal_weight=0 0.0107122 0.00957445 0.00855719 0.00239859 0.00615861 0.00447978 0.00344158
internal_count=3910 3749 3470 3118 423 2695 2239 2132
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=9
num_cat=0
split_feature=11 151 48 2 2 2 49 12
split_gain=4.30712e-05 4.64229e-05 6.41403e-05 6.42402e-05 8.06011e-05 7.38548e-05 6.6817e-05 6.04647e-05
threshold=0.081130000000000022 -0.086249999999999979 0.091555000000000011 0.11260500000000001 0.10113500000000002 0.086875000000000022 -1.0000000180025095e-35 1.0000000180025095e-35
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=0.00042577232715503976 -0.00038958481492105376 -0.00064795107605665557 0.00032635310566119186 0.00029110470104458424 -0.00062173722524542043 0.00027118503054757425 0.00026016627786103083 -0.00033897241584100366
leaf_weight=0.00105551130738214 0.0010031886580896534 0.0010142657136795086 0.0018100978775654466 0.0014501333610468497 0.0012108760065090039 0.0017336453462591275 0.0012330954480415921 0.0013638924373825007
leaf_count=334 230 157 359 424 232 896 199 1079
internal_value=0 3.50332e-05 -6.98277e-06 -8.23484e-05 -0.000164956 -6.14732e-05 -0.000221172 -5.44908e-05
internal_weight=0 0.0108715 0.00981601 0.00800591 0.00655577 0.0053449 0.00361125 0.00259699
internal_count=3910 3680 3346 2987 2563 2331 1435 1278
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=8
num_cat=0
split_feature=151 4 52 42 48 52 4
split_gain=1.74756e-05 5.04027e-05 4.65282e-05 5.12979e-05 4.36498e-05 6.13958e-05 6.54085e-05
threshold=-0.084129999999999996 0.28937500000000005 0.11401500000000002 -1.0000000180025095e-35 0.085575000000000012 0.048490000000000012 0.05309500000000001
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=-0.010804612243777096 -0.019244717683492285 0.017141329089078849 -0.022115306294179741 -0.022386074586765746 0.019727565390350067 0.017118816867519801 0.0092706886603841267
leaf_weight=0.0013314533963781081 0.001046402513220906 0.0016748858202609808 0.0010009210127078947 0.0015632730003417995 0.0014598214317957684 0.0013280882667266727 0.0011205008138872228
leaf_count=423 859 375 550 897 332 313 161
internal_value=0 0.00145343 -0.00204111 0.0010415 0.00492102 -0.000466724 -0.00916908
internal_weight=0 0.00919389 0.00751901 0.00651809 0.00547168 0.00401186 0.00268377
internal_count=3910 3487 3112 2562 1703 1371 1058
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=8
num_cat=0
split_feature=51 49 0 49 15 2 2
split_gain=1.68947e-05 2.54538e-05 4.01292e-05 4.05218e-05 8.2616e-05 6.01298e-05 3.60654e-05
threshold=-0.09021499999999999 0.090115000000000015 -0.18087499999999998 -0.029304999999999998 -0.10981499999999998 0.10113500000000002 0.086650000000000019
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=0.0097222330639544982 0.010843350848963052 0.011468581838159558 0.0061653743337490921 -0.036034688998906633 -0.0081490477019262094 -0.023754195720878495 0.016456681066627368
leaf_weight=0.0015038200809434346 0.0014944639077350014 0.0012569736827086351 0.0016273946508099831 0.0011047906446451507 0.0011760331928931242 0.0011228095574699372 0.001207123653092231
leaf_count=515 156 459 420 328 1072 262 698
internal_value=0 -0.00172937 -0.00387476 -0.00740075 -0.012189 -0.00467481 0.00431432
internal_weight=0 0.00898959 0.00773262 0.00623815 0.00461076 0.00350597 0.00238316
internal_count=3910 3395 2936 2780 2360 2032 1770
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=10
num_cat=0
split_feature=159 15 1 1 0 3 2 2 43
split_gain=4.07235e-05 5.67726e-05 4.3853e-05 6.02151e-05 6.76478e-05 7.43034e-05 0.000129276 0.000181662 3.45627e-05
threshold=-0.034019999999999988 -0.26361999999999991 0.13026000000000001 0.11215000000000001 -0.23029999999999998 -0.115685 0.10393500000000001 0.093815000000000009 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00036939509498928061 0.00046670667227224764 0.00047473927943279923 0.0003634201077098471 -0.00043697118331089666 0.00027007632934632127 -5.3956162741453421e-05 -0.00079012616827958833 0.00067567060181702998 -0.00052940256810415866
leaf_weight=0.0010653317067354237 0.0010453242973582936 0.0010367820159803689 0.001054856412592107 0.0013715864621440038 0.0018047343569017665 0.0010848768304027993 0.0010856202112859404 0.001027537634079981 0.0012831073050868186
leaf_count=520 268 93 131 204 311 692 357 302 1032
internal_value=0 3.24402e-05 -1.4123e-05 -5.99296e-05 1.0693e-05 -6.5846e-05 -0.000201135 -1.28225e-05 -0.00031158
internal_weight=0 0.0107944 0.0097491 0.00869424 0.00732266 0.00628588 0.00448114 0.00339552 0.00236798
internal_count=3910 3390 3122 2991 2787 2694 2383 2026 1724
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=8
num_cat=0
split_feature=151 4 16 48 0 133 12
split_gain=1.68789e-05 4.81911e-05 3.90791e-05 5.88854e-05 5.46242e-05 3.67864e-05 4.71302e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.094359999999999986 0.091555000000000011 -0.11756999999999999 0.065880000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.010598262101787305 -0.029092141410438102 0.016851967653321805 0.0029924725700880769 0.023559195479324915 0.0016730316285134266 0.013902120307601849 -0.021909197722759399
leaf_weight=0.0013328109224720096 0.0010873621055826836 0.0016619826075153716 0.0017104946027138856 0.0010861462205759651 0.0012298841875810677 0.0010123342285409493 0.0013678449394129042
leaf_count=423 182 375 280 267 407 790 1186
internal_value=0 0.00144649 -0.00197003 0.00286132 -0.0127634 -0.00263433 -0.00807246
internal_weight=0 0.00915605 0.00749407 0.00517682 0.00231725 0.00409067 0.00307834
internal_count=3910 3487 3112 2523 589 2256 1466
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 2 2 4
split_gain=6.04773e-05 9.33208e-05 5.16624e-05 6.96595e-05 7.52189e-05 4.54004e-05 6.16338e-05 2.33987e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 -0.017269999999999997 -0.0089849999999999982 0.094400000000000026 0.081615000000000007 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -5
right_child=-2 2 -4 7 5 -7 -8 -9
leaf_value=0.00048758586074386265 -0.00044310309397231488 -0.00056205261352861133 -0.00042300520052868074 0.00010096344208406746 -0.0001281967309952156 -0.00028846940960362708 0.00040047249987788667 0.00050003970074969663
leaf_weight=0.0015611861763257318 0.0010765805956309696 0.0010599047636242623 0.0011327419797710269 0.0010521546522734744 0.0016915657142666926 0.001349265091372006 0.0016997856329400351 0.0012196212086006937
leaf_count=249 161 296 562 189 594 470 1234 155
internal_value=0 4.43113e-05 -3.08687e-05 2.41577e-05 -8.98333e-05 1.57453e-05 0.000136779 0.000315211
internal_weight=0 0.0107662 0.00920504 0.0080723 0.00580052 0.00474062 0.00339135 0.00227178
internal_count=3910 3749 3500 2938 2594 2298 1828 344
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=7
num_cat=0
split_feature=157 160 42 43 2 3
split_gain=1.55248e-05 5.02858e-05 4.52876e-05 3.57027e-05 3.33513e-05 4.94932e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 0.11476000000000001
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=0.011015219254458433 -0.0190908108648041 -0.016782837878662131 0.016202251903557716 -0.011662954449710503 0.017979042246596098 -0.0065178445714750054
leaf_weight=0.001126651781310716 0.0013726241557298303 0.0011444343352639526 0.0019374902104138201 0.0016034490199949248 0.0016750524501579407 0.0016247262225869154
leaf_count=517 856 878 501 512 464 182
internal_value=0 -0.00141 0.00162928 0.00470958 0.000168292 0.0059174
internal_weight=0 0.00935778 0.00798515 0.00684072 0.00490323 0.00329978
internal_count=3910 3393 2537 1659 1158 646
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=8
num_cat=0
split_feature=48 4 42 15 160 4 0
split_gain=5.33869e-05 7.88713e-05 5.41801e-05 5.21741e-05 6.48292e-05 5.52781e-05 6.74755e-05
threshold=0.11930500000000001 0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.0057500000000000008 -0.053834999999999994
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=0.00050669543338497747 -0.00042126091576576743 0.00040049023225738019 -0.00032858051603308294 -0.00029022363825537047 -0.00052522766725714262 0.00028694867853789382 0.00012675951678902897
leaf_weight=0.0013279210719368941 0.0010677718555034523 0.0019029087187268324 0.001945058777011577 0.0014348859175529003 0.0011469363538751649 0.0016378146861841707 0.0013042749780210808
leaf_count=447 161 388 1213 826 437 245 193
internal_value=0 3.85331e-05 -3.9764e-05 4.22236e-05 0.000130285 8.04478e-06 -0.000178309
internal_weight=0 0.0106998 0.00879689 0.00685183 0.00541695 0.00408903 0.00245121
internal_count=3910 3749 3361 2148 1322 875 630
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=10
num_cat=0
split_feature=484 15 15 2 16 12 4 1 2
split_gain=0.000110318 4.94601e-05 4.85396e-05 5.98361e-05 0.000107045 5.92093e-05 7.63669e-05 7.40477e-05 4.81337e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 0.10113500000000002 -0.10486499999999999 -0.023959999999999995 0.074650000000000008 0.09112000000000002 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00062918553725736966 0.00043008103482180675 -0.00038434953608026761 -0.00025469310999455964 -0.0006890302396108459 9.3107164740149516e-05 -2.7044482985262882e-05 0.00073679796013651367 -0.00031081105481829018 0.00050807540615944438
leaf_weight=0.001006840162777343 0.0011693150286066116 0.0011016508848329777 0.0010474745102439492 0.0010200209597215834 0.0019761192369760457 0.0010515245204215395 0.0010171068935116048 0.0010505466645409078 0.0016768215395684743
leaf_count=627 278 257 145 143 531 721 112 336 760
internal_value=0 4.86254e-05 3.75774e-06 5.21262e-05 -0.000173168 0.000167642 0.000259882 0.000131518 0.000301836
internal_weight=0 0.0111106 0.00994127 0.00883961 0.00299614 0.00584347 0.004796 0.00377889 0.00272835
internal_count=3910 3283 3005 2748 674 2074 1929 1817 1481
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=12
num_cat=0
split_feature=484 474 1 15 47 12 2 2 12 1 0
split_gain=0.000154442 8.91964e-05 7.29405e-05 8.35305e-05 6.02585e-05 6.31051e-05 7.98481e-05 0.000103991 7.12383e-05 5.80532e-05 4.79192e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.13662500000000002 -0.19153499999999998 0.10783500000000001 0.10058500000000002 0.086650000000000019 0.10113500000000002 0.085185000000000025 0.094695000000000015 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 8 -8 -5 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00074207203159066453 -0.00049491104321504591 0.00059891246879574718 0.00050159296599500418 -0.00056640063327822326 0.00047254067058633318 -0.00049379205349903198 0.00015460848537096378 0.00013495709541858859 0.00083057575864279611 7.2846389190995539e-05 -0.00044377375995971051
leaf_weight=0.0010195142881453947 0.0013929942366126729 0.0010490098418555411 0.0010185618045447488 0.0012030507713685634 0.001009516909079424 0.0010103711031051836 0.0013360214245080363 0.0012023053335487831 0.0010871644761224232 0.0010003735981202319 0.001013969650336637
leaf_count=612 213 318 199 810 123 321 211 156 513 176 258
internal_value=0 5.20288e-05 1.14454e-06 -4.8558e-05 2.15969e-05 -3.63708e-05 3.11687e-05 0.000177137 0.000457882 -0.000276177 -0.000129818
internal_weight=0 0.0123233 0.0112743 0.0102558 0.00886277 0.00785326 0.00684289 0.00463946 0.00242319 0.00220342 0.00221627
internal_count=3910 3298 2980 2781 2568 2445 2124 1138 724 986 414
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=8
num_cat=0
split_feature=1 2 15 15 1 15 15
split_gain=1.54674e-05 4.0648e-05 2.63286e-05 6.29463e-05 5.53917e-05 0.00011261 4.75203e-05
threshold=0.076710000000000014 0.096540000000000015 0.024640000000000006 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 -0.095799999999999982
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=-0.020535478100148045 -0.0015947359130771494 0.0030516262323485085 -0.012693824205847932 0.026240701546593782 0.0067776746635236987 -0.033693850058225457 0.026210601836899224
leaf_weight=0.0011888999577918144 0.0013398845038196947 0.0018954096716345382 0.001003693857946325 0.001122645395398132 0.001736352176694521 0.0011381713365468228 0.0011355538510782687
leaf_count=1452 208 556 544 325 348 207 270
internal_value=0 -0.00604043 0.00237606 0.00471291 0.000195486 -0.00924708 0.0111604
internal_weight=0 0.00308431 0.0074763 0.00647261 0.00534996 0.00287452 0.00247544
internal_count=3910 2008 1902 1358 1033 555 478
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=8
num_cat=0
split_feature=51 1 151 16 16 48 3
split_gain=1.55324e-05 2.8281e-05 3.94285e-05 3.15475e-05 3.89853e-05 5.21287e-05 2.54832e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.084129999999999996 -0.43346499999999993 -0.094359999999999986 0.086065000000000016 -0.046444999999999993
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=0.0093386046016488405 -0.022903770500770179 0.0093830982901639132 0.014668500345628258 -0.019592793252156234 -0.017591233729563487 0.019318413191341269 0.0016420238124234721
leaf_weight=0.0015026457439859973 0.0010001781406700477 0.001849639676775267 0.0010093544936959579 0.0013063020484079596 0.0012216145146929432 0.001056880195335876 0.0015797062330001612
leaf_count=515 353 451 222 404 1573 249 143
internal_value=0 -0.00164228 -0.00448489 -0.001501 -0.00466117 0.000394344 -0.00674532
internal_weight=0 0.00902368 0.00717404 0.00617386 0.0051645 0.0038582 0.00280132
internal_count=3910 3395 2944 2591 2369 1965 1716
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=10
num_cat=0
split_feature=484 151 151 4 47 4 13 1 43
split_gain=0.00012503 4.65624e-05 8.01371e-05 6.21615e-05 8.2669e-05 7.67975e-05 6.46801e-05 3.90261e-05 1.91833e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 -0.086249999999999979 0.28937500000000005 0.10783500000000001 -0.0021099999999999995 -0.074599999999999986 0.095825000000000007 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -7 -8
right_child=1 3 -4 -5 -6 7 8 -9 -10
leaf_value=-0.00067676191824681301 0.00021036909431492148 0.00040522206314184072 -0.00051413759331152417 0.00047197167914646098 0.00050303113341346249 -0.0001066978879593711 8.6374175179169317e-05 -0.0006306980910626037 -0.00028168475908520922
leaf_weight=0.0010022256717271858 0.001044719111600664 0.0016354377892363946 0.0013395882676869907 0.0015262034666720659 0.0012151536932273983 0.001178064308788571 0.0010191488188656644 0.0010192264058828324 0.0011688434256335036
leaf_count=627 294 585 238 308 128 449 328 92 861
internal_value=0 4.62577e-05 -0.000196684 0.000112366 3.65177e-05 -5.76381e-05 0.000110241 -0.000349759 -0.000110246
internal_weight=0 0.0111464 0.00238431 0.00876208 0.00723587 0.00602072 0.00382343 0.00219729 0.00218799
internal_count=3910 3283 532 2751 2443 2315 1774 541 1189
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=1.57437e-05 3.88776e-05 4.00841e-05 8.0201e-05 5.14747e-05 7.50715e-05 6.23455e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.090910000000000005 0.095040000000000013
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=0.014423412052503016 -0.011983992971335245 -0.020100110811247397 0.0084079931397134915 0.024935176978540294 -0.01956307096618411 0.024903030008774737 -0.020727905927408224
leaf_weight=0.0017976089972811683 0.0010048033963351239 0.001046660098666728 0.0014593154961999198 0.0011531942178168685 0.0015432580688212018 0.0010495118196431437 0.0014785147639696412
leaf_count=802 731 759 336 532 306 164 280
internal_value=0 0.00117687 -0.00190342 0.000946118 -0.00405588 0.00194601 -0.00625516
internal_weight=0 0.00952806 0.00773045 0.00668379 0.0055306 0.00398734 0.00293783
internal_count=3910 3179 2377 1618 1086 780 616
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=8
num_cat=0
split_feature=3 48 51 0 0 0 16
split_gain=1.76699e-05 4.33612e-05 5.40139e-05 6.61839e-05 3.51001e-05 4.45939e-05 4.45873e-05
threshold=0.16699000000000003 0.11379500000000002 0.085845000000000019 -0.17106499999999999 -0.060094999999999989 -0.10575999999999998 0.15100500000000003
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=0.027806652368158682 0.01234715071702395 -0.019942084172894118 -0.019786517794381252 0.0051945538441326468 0.021382893123129174 -0.018483500501950325 -0.0028844308207741452
leaf_weight=0.0010173126059227549 0.0010331135101610154 0.0011156843541652627 0.0010829462025393295 0.0015383685443942441 0.0013671622552292515 0.0016469157681753706 0.0016968039589705046
leaf_count=143 194 165 427 308 245 2140 288
internal_value=0 -0.00142615 0.001048 0.00415299 0.000302427 -0.00704792 0.00794381
internal_weight=0 0.00946519 0.00834951 0.00726656 0.00624925 0.00318528 0.00306397
internal_count=3910 3716 3551 3124 2981 2448 533
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=8
num_cat=0
split_feature=43 52 16 0 15 1 16
split_gain=1.67702e-05 4.1792e-05 6.53342e-05 4.14301e-05 8.20555e-05 3.50993e-05 3.19821e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 -0.017269999999999997 -0.052074999999999989 0.089370000000000019 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.013317516527983226 -0.017157003439401887 -0.021451646993584608 0.020142234685129407 0.021913920087911765 -0.022257813015771625 -0.0092933186765508779 0.012360489819146975
leaf_weight=0.0015717922125257988 0.0016003896233104586 0.0010032296121934565 0.0013597703874912775 0.0010714389958378229 0.0011035584510598745 0.0015252122276808826 0.0012338886698393422
leaf_count=807 427 915 228 177 840 222 294
internal_value=0 -0.00305137 0.0013559 0.0052976 -0.00135699 -0.0054338 0.000390412
internal_weight=0 0.00672249 0.0051221 0.00374679 0.00267535 0.00376233 0.0027591
internal_count=3910 2086 1659 1824 1647 1431 516
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=8
num_cat=0
split_feature=157 151 3 151 1 15 12
split_gain=1.53821e-05 2.87684e-05 4.33295e-05 3.95503e-05 5.55949e-05 8.24956e-05 2.90336e-05
threshold=-1.0000000180025095e-35 -0.084129999999999996 -0.13927999999999999 1.0000000180025095e-35 0.095575000000000007 -0.10071499999999999 0.08401500000000002
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=-0.0098387937742917334 -0.014039082433442679 0.020214864356509959 -0.017398986250394596 -0.018078861742602783 0.033751782145381923 -0.0012911637590162727 0.0026353573431054807
leaf_weight=0.0013931678652674287 0.0010588949389501506 0.0012990131246197892 0.0012781731065009071 0.0010004772587197753 0.0011754574403295714 0.0015677873297097167 0.0016664377874034777
leaf_count=703 291 262 290 167 248 338 1611
internal_value=0 0.00144902 0.00350231 0.000256382 0.0034815 0.0137244 -0.00606099
internal_weight=0 0.00904624 0.00798735 0.00668833 0.00568786 0.00274324 0.00294461
internal_count=3910 3207 2916 2654 2487 586 1901
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=9
num_cat=0
split_feature=484 48 4 12 3 47 2 12
split_gain=0.000108076 5.55286e-05 9.74255e-05 4.4633e-05 6.53913e-05 7.81904e-05 6.04674e-05 0.000139771
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.085165000000000018 0.097135000000000013 0.084100000000000022
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=-0.00061227103316839008 -0.00031389273861515582 -0.00039204035898645625 0.00051470583327934761 0.00036924836380079751 0.00043520090079773974 0.00038422490288106571 -0.00049283045956714344 -0.00052164860654603496
leaf_weight=0.0010424940608082427 0.001411306838787498 0.0010039329999993471 0.0017333327747976824 0.0016594485329467956 0.0014747599409750886 0.0013340540187350381 0.0014033325430065401 0.0011436645796789884
leaf_count=627 261 137 368 287 117 248 495 1370
internal_value=0 4.78798e-05 9.13497e-05 4.26594e-06 6.82721e-05 -2.93964e-05 -0.000160574 5.76417e-06
internal_weight=0 0.0111638 0.0101599 0.00842657 0.00701526 0.0055405 0.00420645 0.00280311
internal_count=3910 3283 3146 2778 2517 2400 2152 1657
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=10
num_cat=0
split_feature=484 48 4 12 49 133 43 12 151
split_gain=0.000103586 4.88963e-05 0.000103701 6.00273e-05 7.50825e-05 8.19462e-05 5.60713e-05 6.42795e-05 1.59298e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00060243042494949935 -0.00036415444543966768 -0.00036281715582457176 0.00051108229005109723 -0.00042891208772030312 0.00060387875427964511 -0.00029205194494425385 0.00039570462719832174 -0.00023344748382798705 -7.9297085434572621e-05
leaf_weight=0.0010410780450394097 0.0014860699128682693 0.0010378814838229488 0.0018051505406600438 0.0010041224604157421 0.0016011866158745524 0.0010717410959519332 0.0015165447894485262 0.0010612334406438874 0.0010001214049226138
leaf_count=627 261 137 368 225 258 775 173 917 169
internal_value=0 4.32624e-05 8.32259e-05 -5.1328e-06 6.84075e-05 0.000191647 0.000315696 0.000136692 -0.000254454
internal_weight=0 0.0115841 0.0105462 0.00874102 0.00725495 0.00525071 0.00417896 0.00257778 0.00200424
internal_count=3910 3283 3146 2778 2517 2123 1348 1090 394
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=10
num_cat=0
split_feature=1 376 457 43 43 49 1 13 3
split_gain=3.87285e-05 7.00654e-05 4.82355e-05 7.60415e-05 7.52701e-05 5.04496e-05 5.24458e-05 4.15698e-05 3.99195e-05
threshold=0.13662500000000002 0.048375000000000008 0.041935000000000007 -0.068454999999999988 -0.093039999999999984 -0.006494999999999999 0.095575000000000007 -0.094679999999999986 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 -8
right_child=-2 -3 -4 5 -6 6 8 -9 -10
leaf_value=-0.00017916941999742068 0.00035599051884367282 0.00045252750855109185 0.00022619783452153467 -0.00067409865258325223 0.00044388170765211863 -0.00013398306944053566 0.00028501376424639499 -0.00068885928052883573 -0.00025486078954206642
leaf_weight=0.0016806526887558405 0.0010364877702061558 0.0010043360303923854 0.0015502528771168421 0.0010659586530522248 0.0013397365844444319 0.0010163661210360318 0.0010794081617909838 0.001060963124082459 0.0010281330732614582
leaf_count=504 225 173 288 140 842 170 286 1205 77
internal_value=0 -4.076e-05 -9.12032e-05 -0.000150693 9.71938e-05 -0.000293282 -0.000196282 -0.000417377 2.16439e-05
internal_weight=0 0.0108258 0.00982147 0.00827122 0.00302039 0.00525083 0.00418487 0.00207733 0.00210754
internal_count=3910 3685 3512 3224 1346 1878 1738 1375 363
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=8
num_cat=0
split_feature=376 43 3 4 47 3 3
split_gain=1.66848e-05 4.36191e-05 7.14634e-05 5.51262e-05 8.72499e-05 4.48229e-05 6.52106e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.078669999999999976 -0.23071499999999998 0.08593000000000002 0.094625000000000015 -0.115685
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=-0.0038502249664480199 0.011362970142188601 -0.027121072732559565 0.027581958862671337 0.014053474555723706 -0.027217093708046571 0.016072859369762792 -0.019728644265837373
leaf_weight=0.0018590959322562681 0.0011384997271226141 0.001049613109409527 0.0011839863576462062 0.0010264293111022491 0.001090537141714051 0.0018666821506465657 0.0012889597599239867
leaf_count=1101 206 237 431 139 200 265 1331
internal_value=0 -0.00145759 0.00837924 -0.00619236 -0.00202611 0.00454282 -0.00475278
internal_weight=0 0.0093653 0.00304308 0.00632222 0.00527261 0.00418207 0.00231539
internal_count=3910 3704 1532 2172 1935 1735 1470
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=8
num_cat=0
split_feature=11 4 3 1 49 1 52
split_gain=1.61996e-05 2.73814e-05 4.32709e-05 5.91609e-05 2.84846e-05 5.49488e-05 2.28713e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.115685 0.090820000000000012 -0.0087399999999999995 0.11198000000000001 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 -4
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.025196783394887075 -0.011454224974879501 -0.014000789068551052 -0.018631698572298402 0.019286980093869591 -0.012601384273927405 0.013747983547938348 0.0019100033781536852
leaf_weight=0.0010110159317667077 0.001115239385314261 0.0017631100611519425 0.001075476806142442 0.0012147300333930798 0.0014447261518454764 0.0017502472112231645 0.001092758409709274
leaf_count=114 279 276 920 531 617 369 804
internal_value=0 0.00129639 0.00704419 0.0016192 -0.00379746 0.00183314 -0.00827899
internal_weight=0 0.00935206 0.00439398 0.00338297 0.00495808 0.00319497 0.00216824
internal_count=3910 3631 2369 2255 1262 986 1724
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 43 52 0 15
split_gain=4.64375e-05 6.03257e-05 6.1259e-05 5.89518e-05 7.61575e-05 6.01118e-05 4.71719e-05 4.60639e-05 1.94342e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.0066199999999999991 -0.066689999999999985 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00039491718529695394 -0.00040168981823616133 0.00046209782612489567 -0.00047215851886760196 0.00040221463030779231 -0.00047658536084445769 -9.5313471479998327e-05 0.00022805684839710542 0.00011332134577337955 0.00061251352176571773
leaf_weight=0.0014459490167839321 0.0010512827648809378 0.0011135933782546311 0.001028525706069503 0.0013998034006846849 0.001253407460661383 0.0010323766403913114 0.0010134681764389962 0.0013038833329618001 0.0010085902286459066
leaf_count=1504 161 279 366 425 312 170 131 184 378
internal_value=0 3.03653e-05 -2.03173e-05 3.46318e-05 -3.82738e-05 5.63778e-05 0.00024571 -0.000153927 0.000419821
internal_weight=0 0.0105996 0.009486 0.00845748 0.00705767 0.00580427 0.00305444 0.00274983 0.00202206
internal_count=3910 3749 3470 3104 2679 2367 679 1688 509
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=9
num_cat=0
split_feature=50 133 12 156 151 1 12 151
split_gain=1.8498e-05 3.68241e-05 5.16231e-05 5.06305e-05 5.29451e-05 6.49722e-05 7.25657e-05 7.9805e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.083375000000000019 1.0000000180025095e-35 0.11561500000000001 0.092365000000000017 -0.0088999999999999982
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=-0.016952873950737607 -0.012972811787360037 -0.016614999994681117 -0.0068801182973691356 -0.013839329961766103 -0.011125379988388633 0.034469898043623458 -0.013663998669037223 0.027743762271173131
leaf_weight=0.0010785649937302905 0.0010033264484587941 0.0010225376884804961 0.0010034351454040933 0.0010517912883548034 0.0010098416579756688 0.0011868468914891439 0.0011304779006017381 0.0019778455340138026
leaf_count=353 731 710 197 380 110 172 397 860
internal_value=0 0.00130717 0.00347881 0.00647286 0.00985946 0.0138589 0.00790958 0.0160901
internal_weight=0 0.00946134 0.0084388 0.00736024 0.00630845 0.00529861 0.00411176 0.00298128
internal_count=3910 3179 2469 2116 1736 1626 1454 1057
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=10
num_cat=0
split_feature=484 159 47 0 150 2 0 2 4
split_gain=0.000124541 5.21262e-05 8.07844e-05 5.43247e-05 8.81344e-05 5.97063e-05 0.000116034 5.40385e-05 3.20643e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10678000000000001 -0.230625 0.090695000000000012 0.10113500000000002 -0.089879999999999974 0.086650000000000019 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -7
right_child=1 -3 -4 4 -6 8 7 -9 -10
leaf_value=-0.00065254336754856526 0.0003406051934863198 0.00041695797799026161 0.00040307202832806334 -0.00026718912805272937 -0.00061559087451025615 -0.00054035386389068222 6.538016327000586e-05 0.00067254626072381037 -5.6707867621080975e-05
leaf_weight=0.0010413488539741953 0.0010808041988453762 0.0013539537535086398 0.001658974548378018 0.0018155846630628341 0.0012033708822722297 0.0010770709178154307 0.0010301868503002265 0.0012442366724225616 0.0010319690550940923
leaf_count=627 80 400 184 447 245 177 846 507 397
internal_value=0 5.55931e-05 7.352e-06 -7.00348e-05 -0.000129991 -3.57255e-05 0.000102458 0.000397534 -0.000303702
internal_weight=0 0.0114962 0.0101422 0.00848322 0.00740242 0.00619905 0.00409001 0.00227442 0.00210904
internal_count=3910 3283 2883 2699 2619 2374 1800 1353 574
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=10
num_cat=0
split_feature=484 4 4 2 52 4 3 16 1
split_gain=0.000127688 4.85163e-05 6.8532e-05 7.64732e-05 7.77009e-05 8.4615e-05 6.58746e-05 5.40739e-05 2.57738e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.15333499999999997 0.11203000000000002 -0.087094999999999992 -0.0025899999999999994 0.045635000000000002 0.15100500000000003 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2 -3
right_child=1 8 3 -5 5 6 -8 -9 -10
leaf_value=-0.00066134321737844478 0.00057632911825448866 9.0910248312094718e-05 -0.00037853022909178533 -0.00058872630376952974 0.00054202525132620541 -0.00040034646408468078 0.00026360892693722281 5.1593602491561025e-06 0.00050525445369732625
leaf_weight=0.0010203215224588716 0.0011758059598226504 0.0010655909498936147 0.0015728018499320496 0.0010783432758242209 0.0013075100263213709 0.0012003473337981073 0.0011019144052089591 0.0013913315735990216 0.0012592849192883753
leaf_count=627 135 136 402 297 1359 377 70 196 311
internal_value=0 6.33361e-05 -3.03004e-06 -0.000113654 -1.48054e-05 0.000143672 -8.25624e-05 0.000266768 0.000315343
internal_weight=0 0.0111529 0.00882805 0.00626092 0.00518257 0.00360977 0.00230226 0.00256714 0.00232488
internal_count=3910 3283 2836 2505 2208 1806 447 331 447
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=10
num_cat=0
split_feature=484 159 47 12 2 2 2 4 0
split_gain=0.000142156 5.87118e-05 5.77022e-05 5.30527e-05 7.10701e-05 0.000111317 7.81252e-05 4.46102e-05 3.65744e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10561500000000001 0.10058500000000002 0.10113500000000002 0.086650000000000019 0.11542500000000001 -0.0025899999999999994 -0.070894999999999986
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=-0.00070205328898186362 0.00012534106191980336 0.00045091692205367966 0.00033375094884938584 -0.00041206048597061884 -0.0005629849738410642 0.00024081737844059342 0.00013246734222774486 -0.00044379899782929718 0.00075277508576592411
leaf_weight=0.0010186538992003691 0.0010829796462058731 0.0013229291768135807 0.001753379001334863 0.0013585651700874371 0.0013779365326566111 0.0011485333697617839 0.0011305922335605389 0.0010360106270157184 0.0010067821359889401
leaf_count=627 836 400 194 379 300 658 201 221 94
internal_value=0 6.29674e-05 1.10986e-05 -5.83896e-05 1.24487e-05 0.000166209 -0.000249545 -0.000152921 0.000479961
internal_weight=0 0.0112177 0.00989478 0.0081414 0.00678283 0.00427431 0.00250853 0.00211899 0.00215532
internal_count=3910 3283 2883 2689 2310 1809 501 1057 752
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=9
num_cat=0
split_feature=16 123 13 147 151 16 1 1
split_gain=1.87217e-05 4.56241e-05 4.27158e-05 4.00518e-05 5.23837e-05 7.89911e-05 0.000118379 8.71779e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.23438999999999996 1.0000000180025095e-35 -0.044604999999999992 -0.055679999999999993 0.095575000000000007 0.083930000000000018
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=0.016878448139421368 -0.012313341826550771 0.021077020573168983 -0.027788985590681561 0.014588876110901157 -0.015540796468497693 0.0011954389675931099 0.024527033596027079 -0.038926344981622757
leaf_weight=0.001145019489115098 0.0011132823561231632 0.0010472186673753303 0.0010070406091284958 0.0010067546129401139 0.0012771107296219563 0.0011692072844945388 0.0017446949236836185 0.0010088365751786312
leaf_count=175 380 317 354 175 1348 590 221 350
internal_value=0 0.00140055 -0.00106462 -0.00391272 -0.00691367 -0.0028708 0.0075931 -0.0173884
internal_weight=0 0.00940588 0.00835866 0.00721364 0.00620689 0.00519985 0.00302181 0.00217804
internal_count=3910 3530 3213 3038 2863 2509 1569 940
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=9
num_cat=0
split_feature=52 160 160 1 12 2 2 15
split_gain=2.0217e-05 4.8777e-05 3.88708e-05 5.50123e-05 3.37332e-05 5.39857e-05 5.21483e-05 2.76248e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0098349999999999983 0.099595000000000017 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=0.02240344574933828 -0.021354084967050855 -0.014409502577196863 -0.014915656209278403 0.014565814455678555 -0.01371714360322485 0.027096917963785438 0.012922761176473991 -0.010274097939083989
leaf_weight=0.0010340348071144704 0.0012194721503987109 0.0010988099851507119 0.0013037784564521098 0.0012301168951384571 0.0012644367090421903 0.00126899465093987 0.0010256332541267654 0.0010278996402285742
leaf_count=278 924 502 558 354 262 719 187 126
internal_value=0 -0.00320617 0.00606427 -0.000603441 0.00068616 0.00480529 0.0111599 0.00131153
internal_weight=0 0.00690525 0.00356793 0.0025339 0.00568577 0.00442134 0.00332253 0.00205353
internal_count=3910 2720 1190 912 1796 1534 1032 313
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=8
num_cat=0
split_feature=151 475 4 12 47 13 1
split_gain=1.70178e-05 3.73123e-05 4.8317e-05 4.87292e-05 4.30498e-05 7.98541e-05 6.98003e-05
threshold=-0.086249999999999979 -1.0000000180025095e-35 0.28937500000000005 -0.036459999999999992 0.085165000000000018 -0.10241499999999999 0.090820000000000012
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=0.011924434842234878 -0.019517028942068592 -0.022007104107779757 0.017366423650442532 0.017270294874650354 0.014905289926097806 -0.0016774528874368569 -0.033499653390482907
leaf_weight=0.0010669249575301692 0.0010142788640681065 0.0010986321172529465 0.001453278192256143 0.0012144725062549649 0.0016026512538118241 0.0019144943096923244 0.0010770601914499665
leaf_count=351 545 219 328 163 278 1683 343
internal_value=0 -0.00140434 0.00079303 -0.00269396 0.000958852 -0.00435525 -0.0131345
internal_weight=0 0.00937487 0.00836059 0.00690731 0.00580868 0.00420603 0.00299155
internal_count=3910 3559 3014 2686 2467 2189 2026
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=10
num_cat=0
split_feature=484 39 12 48 1 2 52 4 49
split_gain=0.000120567 4.85738e-05 8.53869e-05 5.91312e-05 0.000165256 0.000125613 7.78242e-05 5.83151e-05 5.54654e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.11379500000000002 0.11198000000000001 0.10869000000000002 0.084240000000000023 0.015635000000000003 -0.006494999999999999
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=-0.00063816023594600072 -9.4766146431630812e-05 -0.00034799548456300358 -0.00043293755921556545 -0.00026463432967548171 0.00079801663091002932 -0.00052427885015598303 -0.00017736754737484407 0.00073940058154541228 0.00043757562962418715
leaf_weight=0.0010556589071068307 0.0013446724989132578 0.0010489902770870882 0.0010599449365915796 0.0011390135540953325 0.0015111090368809229 0.0011038659744489719 0.0015362848235348147 0.0010469385127883386 0.0017086845229647273
leaf_count=627 282 230 120 118 327 259 907 207 833
internal_value=0 5.42345e-05 9.46091e-05 0.000154155 0.000211963 8.05786e-05 0.000199034 0.000340062 0.000203137
internal_weight=0 0.0114995 0.0104505 0.00939057 0.00825156 0.00674045 0.00563658 0.0041003 0.00305336
internal_count=3910 3283 3053 2933 2815 2488 2229 1322 1115
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=10
num_cat=0
split_feature=159 51 484 49 2 0 2 49 4
split_gain=4.11681e-05 4.01818e-05 5.8178e-05 4.15704e-05 8.09476e-05 9.64511e-05 8.93808e-05 0.000110021 7.59687e-05
threshold=-0.034019999999999988 0.090935000000000016 0.084225000000000008 1.0000000180025095e-35 0.11290500000000002 0.012625000000000003 0.082715000000000025 -0.0019649999999999997 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00037787685799567611 -0.00057011914934825306 0.00038055386187135206 0.00040838442883616891 -0.0004159124125225117 0.00046805411052072341 -0.00051100409410475211 -0.0001141017795867022 0.00078139087189423972 0.0001362648984289609
leaf_weight=0.0010462946924887319 0.00117118454595989 0.0011227342311228511 0.0011176148900845844 0.0011399998287061732 0.0011336021980670949 0.0016283628507898669 0.0010417053002763224 0.0010685881106202791 0.0011701984318093345
leaf_count=520 566 308 378 495 271 185 319 741 127
internal_value=0 2.9818e-05 -1.17587e-05 -6.79687e-05 -1.29818e-05 -0.000102669 4.66941e-05 0.000339348 -0.000217076
internal_weight=0 0.010594 0.00947126 0.00835364 0.00721364 0.00608004 0.00445168 0.00211029 0.00234138
internal_count=3910 3390 3082 2704 2209 1938 1753 1060 693
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=10
num_cat=0
split_feature=484 41 12 3 42 13 16 47 4
split_gain=8.46916e-05 6.84453e-05 5.71459e-05 7.20594e-05 7.14353e-05 9.59127e-05 6.08546e-05 8.12833e-05 7.682e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11655500000000001 -0.016619999999999996 0.085545000000000024 0.0034250000000000005 0.15100500000000003 0.078345000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5
right_child=1 -3 -4 6 -6 -7 -8 -9 -10
leaf_value=-0.00055111189549014185 0.00095050104385047682 -0.00043905739729810177 -0.00034508393024983445 -5.6713764059877458e-05 -1.5359021452091531e-05 0.00015956394139609028 -0.00040652601892024232 -0.00032272451538952358 0.00056006453855772466
leaf_weight=0.001026870645391237 0.0011717503454725634 0.0010532959004153275 0.0010612510195910753 0.0014700012875478422 0.0013324798628666975 0.0011861646259157996 0.0011553749132348044 0.0012506685659260182 0.001645405036785807
leaf_count=627 797 191 149 219 950 454 143 120 260
internal_value=0 3.69692e-05 8.5776e-05 0.000135413 0.000347538 0.000552615 -6.36566e-06 9.9527e-05 0.000269038
internal_weight=0 0.0113264 0.0102731 0.00921184 0.00369039 0.00235791 0.00552145 0.00436607 0.00311541
internal_count=3910 3283 3092 2943 2201 1251 742 599 479
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=8
num_cat=0
split_feature=49 15 42 15 52 16 1
split_gain=2.07109e-05 6.52218e-05 4.50133e-05 3.94544e-05 2.99307e-05 6.43106e-05 3.33682e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.093125000000000013 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.095575000000000007
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=0.02311821133760408 -0.014820737155492807 -0.0077179645984144923 -0.021449378230965335 0.00066915300482858016 0.018950488662094561 -0.018539180995644906 0.02296887704247353
leaf_weight=0.0013461390836060185 0.0013567738346636988 0.0013985308596220483 0.001099185202336061 0.0019069166462198904 0.0011028684774564675 0.0012526100532119708 0.0010353378779490324
leaf_count=228 308 331 711 1362 384 419 167
internal_value=0 0.00740581 -0.00270208 0.000394576 0.00429129 0.00043725 0.00851611
internal_weight=0 0.00274467 0.00775369 0.00665451 0.00529773 0.00419486 0.00294225
internal_count=3910 559 3351 2640 2332 1948 1529
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=7
num_cat=0
split_feature=52 160 4 2 0 15
split_gain=2.1084e-05 4.11526e-05 3.73362e-05 3.29778e-05 8.24365e-05 5.55437e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 0.11005500000000001 0.047345000000000005 -0.052074999999999989
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=-0.0051650131520501524 -0.01997171262031773 -0.0094998408429960001 0.015403404653106086 0.011330586016702298 -0.029147600002851583 0.018603442615007973
leaf_weight=0.0015989671421929121 0.0012166576214350288 0.001476290418137626 0.0019696477667950026 0.0018336036292603873 0.0010318140013081539 0.0013430735471709736
leaf_count=795 924 330 395 315 65 1086
internal_value=0 -0.00327998 0.00618744 0.000292389 -0.00496306 0.00388785
internal_weight=0 0.00690144 0.00356861 0.00568478 0.00385118 0.00281936
internal_count=3910 2720 1190 1796 1481 1416
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=9
num_cat=0
split_feature=124 484 160 2 0 16 47 4
split_gain=1.79216e-05 2.83694e-05 7.02524e-05 4.30415e-05 0.000102879 5.99116e-05 4.87742e-05 4.64839e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.16268499999999997 0.09252500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=0.012433727764420501 -0.027821231877076125 0.013515870935233158 -0.0019401041327145091 -0.0058686938216191533 -0.031305219209341172 0.027593467288436355 -0.015104710636475916 0.023742252046739215
leaf_weight=0.0010361030853428049 0.0010344695588837757 0.0011198329707818042 0.0015662015225691892 0.0010071464103326166 0.0011488981944090468 0.0011414954331606002 0.0011089183865654467 0.0012812900368163363
leaf_count=310 742 438 1364 163 140 319 186 248
internal_value=0 -0.00142341 -0.00344183 3.48636e-05 -0.00496234 0.0119085 0.00268734 0.00961622
internal_weight=0 0.00940825 0.00828842 0.00725395 0.00510531 0.00214864 0.00395641 0.00284749
internal_count=3910 3600 3162 2420 1938 482 1798 1612
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 43 16
split_gain=1.59235e-05 4.3952e-05 5.49296e-05 3.5617e-05 7.11475e-05 3.61047e-05 4.6659e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.020315328620424667 -0.011438711916541494 -0.017253201437903508 -0.019539099487389612 0.026157369251981744 -0.0058174477605285341 -0.0077158708976582573 0.018715733867249808
leaf_weight=0.0010749736341036644 0.0010972156632608537 0.0013013262351533501 0.0013609746395115011 0.0014824581585639691 0.0013115708618759549 0.0016576519219435653 0.0011185100018071773
leaf_count=248 179 1587 494 507 173 524 198
internal_value=0 0.00129841 -0.00118476 0.0024505 0.0111478 -0.00350915 0.00293337
internal_weight=0 0.00930747 0.00823249 0.00687152 0.00279403 0.00407749 0.00277616
internal_count=3910 3731 3483 2989 680 2309 722
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=11
num_cat=0
split_feature=484 15 15 12 2 16 15 0 16 47
split_gain=0.000108194 4.92873e-05 4.28693e-05 5.3257e-05 9.13824e-05 0.00013684 7.86153e-05 8.16195e-05 5.287e-05 2.1636e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.036459999999999992 0.094400000000000026 -0.08909499999999998 0.041585000000000004 -0.10575999999999998 0.15737500000000001 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 -7 -9
right_child=1 2 3 4 5 8 -8 9 -10 -11
leaf_value=-0.00062470123091087665 0.00042643052511748161 -0.00036057268664437518 -0.00032375311386784823 0.00090289215036355383 -0.00067529067435867399 0.00047078396086520084 -0.00016406401970238464 3.0316267106194451e-05 -0.00013229947081742848 0.00043570491426277462
leaf_weight=0.0010170622488445647 0.0011574398850872454 0.0011304210975140823 0.0012855860667955578 0.0010579537771764915 0.0011628998556657087 0.001062741522641652 0.0010305314870574902 0.0010230202601204841 0.001178761263966697 0.0010018647871778454
leaf_count=627 278 257 248 91 188 296 1055 441 301 128
internal_value=0 4.35037e-05 -1.11318e-06 4.50443e-05 0.000108111 -0.000129516 0.000304781 0.000461506 0.000153635 0.000230893
internal_weight=0 0.0110912 0.00993378 0.00880336 0.00751777 0.0034044 0.00411337 0.00308284 0.0022415 0.00202489
internal_count=3910 3283 3005 2748 2500 785 1715 660 597 569
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=8
num_cat=0
split_feature=52 0 42 160 13 3 3
split_gain=1.74328e-05 4.20315e-05 3.84934e-05 3.09883e-05 2.90047e-05 5.4832e-05 4.75669e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.078965000000000021 -1.0000000180025095e-35 -0.083924999999999986 -0.077104999999999993 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6
right_child=3 2 -4 4 6 -7 -8
leaf_value=-0.010882565531915415 -0.017552441396016881 0.023224846090798161 -0.0020491317874512674 0.026366484969494369 -0.017489726533429773 -0.0055553704959502761 0.0059189503318891144
leaf_weight=0.0010762582561626398 0.0012057698707072032 0.0014574839563365784 0.0010274056372721555 0.0010003233392237047 0.0017022026435638193 0.0011645002320855159 0.0017714265810785134
leaf_count=96 924 592 502 301 1051 210 234
internal_value=0 0.00562518 0.012775 -0.00300173 0.000109907 0.00919511 -0.00555214
internal_weight=0 0.00356115 0.00248489 0.00684422 0.00563845 0.00216482 0.00347363
internal_count=3910 1190 1094 2720 1796 511 1285
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=9
num_cat=0
split_feature=147 11 4 2 2 15 52 52
split_gain=1.68482e-05 3.73161e-05 4.22168e-05 3.90772e-05 8.40182e-05 3.60038e-05 5.58707e-05 9.96061e-06
threshold=0.085900000000000018 1.0000000180025095e-35 -0.0010999999999999996 0.096540000000000015 0.084235000000000018 -0.10071499999999999 -0.068164999999999989 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 -5
right_child=-2 -3 5 7 -6 6 -8 -9
leaf_value=0.019291122446264186 0.011959549676665035 -0.019151091269699744 0.0040746848778131532 0.025036106642888401 -0.020934576876544507 0.0010483346759636687 -0.030065644817760868 0.010962042569415433
leaf_weight=0.0010031510886951587 0.001051015488395095 0.0010504141839299376 0.001879674586357924 0.0010086672710362472 0.0010763778232322531 0.001149967033263409 0.0011585805269535834 0.001002789883685283
leaf_count=728 209 289 513 284 1068 213 427 179
internal_value=0 -0.00139569 0.000857 0.00808219 -0.00152996 -0.00620044 -0.0145667 0.0180196
internal_weight=0 0.00932962 0.00827921 0.00409099 0.00207953 0.00418822 0.00230855 0.00201146
internal_count=3910 3701 3412 2259 1796 1153 640 463
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=8
num_cat=0
split_feature=15 15 43 42 16 16 1
split_gain=1.6022e-05 2.9764e-05 3.17263e-05 3.93748e-05 5.23139e-05 6.93865e-05 6.45246e-05
threshold=-0.24219999999999997 -0.10981499999999998 -0.18906999999999999 0.085545000000000024 0.15100500000000003 -0.19424999999999998 0.094485000000000013
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=0.010268947489112775 -0.016617725912589799 0.015273247295358758 -0.014008804951292248 -0.017453703867866606 -0.016418255179704723 0.0046448341805865826 0.035817788817048356
leaf_weight=0.0013158589294200241 0.0011437725726021119 0.0012478900694420248 0.0011214273644961224 0.001335369911496442 0.0012196891929448245 0.0019625774609459048 0.0010035263275277053
leaf_count=317 339 217 151 1255 317 1080 234
internal_value=0 -0.00154189 0.000643446 -0.00210494 0.00175702 0.00718039 0.0151916
internal_weight=0 0.00903425 0.00789048 0.00664259 0.00530722 0.00408753 0.0029661
internal_count=3910 3593 3254 3037 1782 1465 1314
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=8
num_cat=0
split_feature=376 43 0 47 4 2 4
split_gain=1.64759e-05 3.84059e-05 6.46068e-05 5.23763e-05 9.92428e-05 5.10723e-05 4.89909e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 0.09252500000000001 -0.06272999999999998 0.11230000000000001 0.05309500000000001
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=-0.0080454472029942766 0.01143058970134851 -0.024071513332561835 0.021761765591575805 -0.026513343986578702 0.0022452253355061558 -0.0096396902681600474 0.030209956187707356
leaf_weight=0.0013480927088562343 0.0011176066535003278 0.0014490323793368712 0.0015787640205581516 0.0010251736764934002 0.0013831057379481389 0.0012744002461069033 0.0011451391417519323
leaf_count=1104 206 1168 313 210 385 304 220
internal_value=0 -0.00142718 0.00803274 -0.00583828 -0.00180233 0.00668355 0.0149115
internal_weight=0 0.00920371 0.00292686 0.00627685 0.00525168 0.00380265 0.00252824
internal_count=3910 3704 1417 2287 2077 909 605
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=8
num_cat=0
split_feature=48 4 151 4 13 13 0
split_gain=4.61324e-05 6.44043e-05 4.27548e-05 4.96487e-05 6.80452e-05 3.9535e-05 2.93167e-05
threshold=0.11930500000000001 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.062819999999999987 -0.070604999999999987 -1.0000000180025095e-35
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=0.00023927708923073546 -0.00039907989902411491 0.00036853806801872868 0.00026075894683504688 -0.00068635907142366754 -6.9098264831431614e-05 -0.0003701806358619266 8.787291239428087e-05
leaf_weight=0.0017278912366525618 0.0010332247155931092 0.0018361783501784782 0.0017260853798444467 0.0010914908729079702 0.0018510932503684023 0.0010585129132784014 0.0010908023080974053
leaf_count=534 161 388 823 387 385 1020 212
internal_value=0 3.53675e-05 -3.62179e-05 -0.000106037 -0.000298058 3.97645e-05 -0.000137713
internal_weight=0 0.0103821 0.00854588 0.00681798 0.00294258 0.0038754 0.00214932
internal_count=3910 3749 3361 2827 772 2055 1232
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=8
num_cat=0
split_feature=0 49 43 43 52 0 0
split_gain=1.48259e-05 3.43443e-05 5.8681e-05 5.77544e-05 6.87885e-05 4.04284e-05 5.77329e-05
threshold=0.055865000000000005 -0.084114999999999981 -0.13719999999999996 -0.074254999999999988 -0.074484999999999982 -0.15137999999999999 -0.083674999999999986
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=-0.017844765671847312 0.0082935475875994223 -0.019730858929110928 0.023776433603532949 -0.022339283416421527 0.018003779958110467 -0.018299784718604665 0.013927286822362567
leaf_weight=0.0011490224486440615 0.0017704830506541586 0.0011771585745257987 0.0012556638398332253 0.0010962855203830351 0.0016317398772388572 0.0011496924956458129 0.0010762549855827092
leaf_count=256 255 351 983 328 214 722 801
internal_value=0 -0.00176172 0.000740009 0.00462066 -0.000234672 0.00604706 -0.00271786
internal_weight=0 0.00853582 0.0073868 0.00620964 0.00495397 0.00385769 0.00222595
internal_count=3910 3655 3399 3048 2065 1737 1523
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=9
num_cat=0
split_feature=484 159 47 2 2 16 3 1
split_gain=0.000154639 4.57913e-05 6.74241e-05 7.11883e-05 7.02624e-05 7.0267e-05 4.96275e-05 3.93504e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.055679999999999993 -0.023079999999999996 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5
right_child=1 -3 -4 7 6 -7 -8 -9
leaf_value=-0.000745723001826791 0.00012145697152011566 0.00040481978740296705 0.00036454248749895503 -0.00052288184237429022 0.00063397635409479999 -0.00053307604564618665 4.2196737533936979e-05 -6.9708362138280901e-05
leaf_weight=0.0010059311604684361 0.0016144731371641498 0.0012895963117667162 0.0017018579654778055 0.0015404587348047095 0.0011008910575063331 0.0010347510486250905 0.0010786622685418179 0.001411868888441093
leaf_count=627 772 400 194 439 739 373 117 249
internal_value=0 5.8157e-05 1.1014e-05 -6.63086e-05 8.03398e-05 -0.000134195 0.000341104 -0.000306164
internal_weight=0 0.0107726 0.00948296 0.00778111 0.00482878 0.00264922 0.00217955 0.00295233
internal_count=3910 3283 2883 2689 2001 1145 856 688
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=8
num_cat=0
split_feature=157 160 42 15 15 15 2
split_gain=1.40977e-05 3.74883e-05 4.70235e-05 3.15838e-05 5.06533e-05 6.88593e-05 6.00496e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.010623743680541232 -0.016831667184551199 -0.017824212938490378 -0.017737360781272089 0.019649839572138228 -0.012618276725958517 0.028079514638432862 0.012378476577200764
leaf_weight=0.0011065169354052334 0.0013328066610539787 0.0011044509084744509 0.0011927917754666105 0.0011348279700152779 0.0017741444897741675 0.0011671651930006367 0.0014881203707759272
leaf_count=517 856 878 203 618 255 312 271
internal_value=0 -0.00132361 0.00130556 0.00443236 0.00136076 0.00780575 -0.00102067
internal_weight=0 0.00919431 0.0078615 0.00675705 0.00562222 0.00384808 0.00268091
internal_count=3910 3393 2537 1659 1041 786 474
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=8
num_cat=0
split_feature=48 4 42 133 15 160 4
split_gain=4.62242e-05 4.82499e-05 4.95314e-05 5.84584e-05 0.000120549 7.17115e-05 6.25794e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.083815000000000014 0.035895000000000003 -0.025614999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00050987158894516668 -0.00040026311332923173 0.00032317580090963715 -0.00031079472814743073 0.00042494176537959187 -0.00062410682166076929 -0.0002967876670948317 0.00026059140367651649
leaf_weight=0.0012226756289676309 0.0010347176472004669 0.0018317974377834679 0.0018577236813765241 0.0012967830744489211 0.0010821256775161445 0.001748363453045635 0.0013902682613661501
leaf_count=283 161 388 1173 650 657 420 178
internal_value=0 3.42409e-05 -2.73169e-05 5.08147e-05 -3.83132e-05 0.000107034 -4.98946e-05
internal_weight=0 0.0104297 0.00859794 0.00674022 0.00544343 0.00436131 0.00313863
internal_count=3910 3749 3361 2188 1538 881 598
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=10
num_cat=0
split_feature=484 15 39 3 3 42 2 43 0
split_gain=9.86934e-05 7.81165e-05 5.76376e-05 5.0042e-05 4.92907e-05 8.09523e-05 6.20722e-05 5.82777e-05 8.79894e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.092870000000000022 0.13772500000000001 -0.10628499999999998 0.078965000000000021 0.10393500000000001 -0.074254999999999988 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -9
right_child=1 2 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00056942958549366894 0.00052189758317852924 0.00053442728006051305 -0.00044336196596812848 0.00039994449427717697 0.00024412616303861313 -0.00017230100725822015 -0.00050804026117201226 0.00016498097342837505 -0.00061019597162293229
leaf_weight=0.0010554383689355623 0.0012401633711729776 0.0013869284066231526 0.0010119965177998761 0.0013398887722822711 0.0019613542143300977 0.0011315235738351753 0.0012025639121124882 0.0011389757201055156 0.0011132145937696012
leaf_count=627 278 255 144 124 719 118 369 115 1161
internal_value=0 5.70147e-05 9.67035e-07 4.94507e-05 -9.73627e-06 0.000216899 -0.00011512 -2.97893e-06 -0.000218174
internal_weight=0 0.0115266 0.0102864 0.00927445 0.00793456 0.00251845 0.00541611 0.00421354 0.00225219
internal_count=3910 3283 3005 2861 2737 373 2364 1995 1276
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=10
num_cat=0
split_feature=48 48 474 51 2 2 2 1 43
split_gain=4.91894e-05 6.80068e-05 6.3834e-05 4.94713e-05 5.79834e-05 5.45151e-05 9.02874e-05 9.33956e-05 5.57806e-05
threshold=0.11930500000000001 0.093225000000000016 0.084420000000000009 0.088060000000000013 0.11290500000000002 0.10113500000000002 0.086875000000000022 0.095575000000000007 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00067001712029746542 -0.00041078053030243496 0.0004838900555665106 0.00044059556098211575 -0.00048194104263772115 0.00037971498469258698 -0.00046300337987566502 0.00037320246811573275 -0.00030983520689161073 0.00029075417640286568
leaf_weight=0.0010639541830750766 0.00107428384194858 0.0011316808039724168 0.0010147258004218679 0.0010328322073231162 0.0011559157599204135 0.0012595317973475642 0.0016302720615034268 0.0010592514823592226 0.0013552239024940326
leaf_count=952 161 279 421 366 346 267 749 168 201
internal_value=0 2.93437e-05 -2.43981e-05 -7.95392e-05 -2.43019e-05 -9.76362e-05 -7.5562e-06 -0.00018601 2.72704e-05
internal_weight=0 0.0107034 0.00957171 0.00855698 0.00752415 0.00636823 0.0051087 0.00347843 0.00241448
internal_count=3910 3749 3470 3049 2683 2337 2070 1321 369
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=7
num_cat=0
split_feature=0 1 16 160 0 12
split_gain=1.60411e-05 3.5617e-05 3.31274e-05 8.08967e-05 6.64102e-05 5.63483e-05
threshold=0.055865000000000005 0.076710000000000014 -0.055679999999999993 -0.026849999999999995 -0.15713499999999997 0.083175000000000013
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=-0.015514455933841896 0.0085833787589898163 -0.0066042006711992847 0.012544358499757935 -0.020755254396824397 0.035690481428883918 0.0032509362815159996
leaf_weight=0.0015585096295747261 0.0017835458769143589 0.0018767598962055685 0.0012581941323331911 0.0017363341603313202 0.0010508089668415472 0.0010918358905238562
leaf_count=1921 255 232 326 456 292 428
internal_value=0 -0.00184024 0.00119819 -0.00676394 0.00713013 0.0191601
internal_weight=0 0.00857244 0.00701393 0.00299453 0.0040194 0.00214264
internal_count=3910 3655 1734 782 952 720
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=8
num_cat=0
split_feature=376 43 52 47 4 2 150
split_gain=1.44874e-05 3.47678e-05 5.69313e-05 4.53436e-05 8.5584e-05 4.41489e-05 4.62373e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.08799499999999999 0.09252500000000001 -0.06272999999999998 0.11230000000000001 0.086420000000000011
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=0.026879790877849176 0.010731357966048164 -0.022426163799424192 -0.0024422889508513208 -0.024856911005651589 0.025915516109649112 -0.0090894070415386535 -0.0012595969917846732
leaf_weight=0.0010094198007999358 0.0011141355184116969 0.0014555634467582684 0.0019247603433927782 0.0010181894672589209 0.0013960268569030165 0.0012752195337610889 0.0011352691561003312
leaf_count=409 206 1168 1008 210 494 304 111
internal_value=0 -0.00134157 0.00764512 -0.0055402 -0.0018025 0.00608372 0.0137277
internal_weight=0 0.00921445 0.00293418 0.00628027 0.00526208 0.00380652 0.0025313
internal_count=3910 3704 1417 2287 2077 909 605
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=7
num_cat=0
split_feature=13 39 48 0 3 15
split_gain=1.51724e-05 3.92422e-05 6.06632e-05 4.36422e-05 5.57381e-05 6.21722e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11280000000000003 -0.17106499999999999 -0.074234999999999982 -0.021529999999999997
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=0.0099149724323360569 0.015584692362631023 0.016031404450526542 -0.026623843412134265 0.016711509624427218 -0.018152761988431996 -0.0098361091073569332
leaf_weight=0.0013340320025674668 0.0013398943185353443 0.0011158450396073537 0.0010305400651562458 0.001699475367863383 0.0019433968059898868 0.0018342892477315332
leaf_count=210 172 380 127 804 639 1578
internal_value=0 -0.00151572 -0.00401073 -0.000592286 -0.00454971 0.0029313
internal_weight=0 0.00896344 0.0078476 0.00681706 0.00547716 0.00353376
internal_count=3910 3700 3320 3193 3021 2382
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=11
num_cat=0
split_feature=48 4 15 15 42 52 16 2 13 3
split_gain=5.00608e-05 0.000102862 5.54207e-05 6.414e-05 9.55311e-05 7.57413e-05 6.97682e-05 6.12565e-05 5.4404e-05 1.90496e-06
threshold=0.12474000000000002 0.28937500000000005 -0.10981499999999998 0.084050000000000014 0.087065000000000017 -0.094124999999999986 -0.011714999999999998 0.091525000000000009 -0.0024749999999999993 -0.12008499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 -3
right_child=-2 9 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00048383884186341004 -0.00042876101016806631 0.00036749158257861871 -0.00030378428384017985 -0.0004423963382797696 -0.00039133782888310799 0.00033030008905755929 0.00024561580633045794 -0.00030390436478408241 0.00088505511295730046 0.00048759936051803564
leaf_weight=0.0010516389221632465 0.0010017998684511533 0.0010131404707494074 0.001003369823479104 0.0011092023240771593 0.0013990551085943988 0.0014071825977535831 0.0010448642586328969 0.0010028094213337586 0.0010022401885206942 0.0010176555720533007
leaf_count=299 139 96 409 1296 525 335 220 166 124 301
internal_value=0 2.89919e-05 -6.07664e-05 -4.93314e-06 6.58058e-05 0.000182933 0.000292501 6.64045e-05 0.000558678 0.000427679
internal_weight=0 0.0110512 0.00902036 0.00796872 0.00685952 0.00546047 0.0044571 0.00240999 0.0020471 0.0020308
internal_count=3910 3771 3374 3075 1779 1254 845 501 344 397
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=8
num_cat=0
split_feature=4 15 42 43 160 160 16
split_gain=1.47194e-05 3.59673e-05 2.89348e-05 5.41954e-05 6.66259e-05 4.47912e-05 5.85665e-05
threshold=0.27608500000000008 -0.43091499999999999 0.087065000000000017 0.0050750000000000005 0.069910000000000014 -0.026849999999999995 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0056341091721813143 -0.0058550768727144362 0.020800112711841463 -0.013432665799579116 0.018506010644639633 0.015495689257807744 -0.0025036215443317218 -0.032496298952483856
leaf_weight=0.0011938568965119303 0.0010026763717966999 0.0010224167844466408 0.0017248540354518798 0.0014082935124757751 0.001344634990762096 0.0012802062678273695 0.0013247845446389779
leaf_count=512 209 232 1221 310 350 652 424
internal_value=0 0.00760243 -0.0019091 0.00112466 -0.00363438 -0.0104056 -0.0177566
internal_weight=0 0.00202509 0.00827663 0.00655178 0.00514348 0.00379885 0.00260499
internal_count=3910 441 3469 2248 1938 1588 1076
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=10
num_cat=0
split_feature=484 151 1 4 47 4 13 3 1
split_gain=0.000145825 5.87491e-05 9.16842e-05 6.7344e-05 9.33303e-05 9.50529e-05 8.24574e-05 5.0215e-05 2.96947e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.097265000000000018 0.28937500000000005 0.10783500000000001 -0.0021099999999999995 -0.083924999999999986 -0.078669999999999976 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -7
right_child=1 3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.00071667677556880565 0.00021613136464487532 0.0005037028355319678 -0.00055826075392548691 0.00050706995558748584 0.00054210211836030954 -0.00016376940054233852 -0.00035565484656253601 0.00020724881003289042 -0.00062576173381358267
leaf_weight=0.0010252646654329645 0.001050979153260548 0.0014539820349676541 0.0013337682105314577 0.0015086671058595043 0.0012392507936179586 0.001144617609535342 0.0012724255223457847 0.0011691117112301323 0.0010041491739914005
leaf_count=627 289 394 243 308 128 449 953 427 92
internal_value=0 5.59791e-05 -0.000216979 0.000130015 5.19139e-05 -4.85887e-05 0.000134033 -8.61127e-05 -0.000379665
internal_weight=0 0.011177 0.00238475 0.0087922 0.00728354 0.00604429 0.00389552 0.00244154 0.00214877
internal_count=3910 3283 532 2751 2443 2315 1774 1380 541
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=9
num_cat=0
split_feature=484 39 42 15 151 1 16 16
split_gain=0.000124431 5.26478e-05 5.873e-05 8.26613e-05 9.87315e-05 7.57779e-05 0.000145506 8.95536e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.093125000000000013 1.0000000180025095e-35 -0.044604999999999992 0.095575000000000007 -0.014099999999999998 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=-0.00066229748220527664 -0.00021867406907875761 -0.00037920326359762614 -0.00028255211582002961 -0.00023889046919003896 -0.00045219865442158383 0.00087563097131559964 0.00045645354070814888 0.00015543172126849646
leaf_weight=0.0010324091354586085 0.0014348601697612888 0.0010063537930461363 0.0014003192795010487 0.0017035270116754452 0.0010409120791875066 0.0016713003716899316 0.0019410118581919891 0.0011011497248838509
leaf_count=627 364 230 565 999 320 212 378 215
internal_value=0 4.88414e-05 9.06913e-05 0.000149465 0.000241488 0.00035623 0.000139267 0.000589585
internal_weight=0 0.0112994 0.0102931 0.00889276 0.00718923 0.00575437 0.00298192 0.00277245
internal_count=3910 3283 3053 2488 1489 1125 698 427
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=8
num_cat=0
split_feature=48 4 42 4 151 4 3
split_gain=4.27619e-05 6.65164e-05 4.08449e-05 4.23279e-05 8.38421e-05 5.84226e-05 4.35057e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 -0.14963999999999997 -0.024429999999999997 0.0057500000000000008 -0.013944999999999997
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=0.00054213444980051649 -0.00038600749307124644 0.00036669820857117985 -0.00029738347988373883 0.00033815034044840867 -0.00054584923979067771 -2.1338520974440981e-05 -2.5309608308431707e-05
leaf_weight=0.0010503294835492809 0.0010476386998504632 0.0018521468168874447 0.0018920163463664545 0.001350062341905856 0.0014023008583960591 0.0019542904468862351 0.0010277919627488048
leaf_count=175 161 388 1173 386 1149 354 124
internal_value=0 2.9377e-05 -4.26275e-05 2.84143e-05 -7.44951e-05 -0.000240466 0.000261489
internal_weight=0 0.0105289 0.00867679 0.00678478 0.00470665 0.00335659 0.00207812
internal_count=3910 3749 3361 2188 1889 1503 299
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=8
num_cat=0
split_feature=0 1 12 16 16 2 1
split_gain=1.28905e-05 3.27284e-05 2.9211e-05 6.78617e-05 6.06456e-05 5.27134e-05 3.27204e-05
threshold=0.055865000000000005 0.076710000000000014 -1.0000000180025095e-35 -0.072804999999999981 -0.52908499999999992 0.086775000000000005 0.10713500000000002
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=-0.014737606568400702 0.0076663275344899936 0.013794419086552021 -0.011724450044342633 -0.00021961736925873635 0.0052296723443395303 -0.029397692317568336 0.030676793454663693
leaf_weight=0.0015664155412946175 0.0017871708865836141 0.0014677733118638962 0.0010409487856787303 0.0012765828012330374 0.0010080668984529268 0.0012023116430213985 0.0010131103302207919
leaf_count=1921 255 410 117 461 360 229 157
internal_value=0 -0.00166963 0.00125097 -0.00207169 0.00788546 -0.0143715 0.017985
internal_weight=0 0.00857521 0.00700879 0.00554102 0.00306213 0.00247889 0.00202118
internal_count=3910 3655 1734 1324 634 690 517
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=8
num_cat=0
split_feature=15 15 43 43 160 2 4
split_gain=1.36727e-05 4.45215e-05 2.73135e-05 4.39597e-05 3.66281e-05 8.19052e-05 4.77272e-05
threshold=-0.26361999999999991 -0.11739999999999999 -0.18906999999999999 -0.079109999999999986 0.086110000000000006 0.10113500000000002 -1.0000000180025095e-35
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=0.0099197100989848793 -0.021234618758401956 0.014604392372247161 -0.017519363348972181 0.02695716781366464 -0.014727064581636341 -0.011242352648047391 0.00028932803453412452
leaf_weight=0.0012131873300838232 0.001004995678915893 0.0012609297446178978 0.0013582941421016841 0.0017506994845274536 0.0010012303969941716 0.0016573297147824081 0.0010882802003778791
leaf_count=302 312 219 934 1175 197 490 281
internal_value=0 -0.0013803 0.00107801 -0.00140977 0.00257048 0.00642226 0.0167345
internal_weight=0 0.00912176 0.00811676 0.00685583 0.00549754 0.00449631 0.00283898
internal_count=3910 3608 3296 3077 2143 1946 1456
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=10
num_cat=0
split_feature=484 159 47 0 150 2 0 2 4
split_gain=0.000118398 5.30914e-05 6.54871e-05 5.59593e-05 8.94115e-05 6.22681e-05 0.000141891 2.59717e-05 1.83717e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10561500000000001 -0.230625 0.088380000000000014 0.10113500000000002 -0.089879999999999974 0.086875000000000022 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -7
right_child=1 -3 -4 4 -6 8 7 -9 -10
leaf_value=-0.00064578249498979234 0.00035805825708379259 0.00043601175135622088 0.00035445509967073271 -0.00030862937915122988 -0.00061380822193908124 -0.00049134638191868053 0.00022536242968964219 0.00065346281868985208 -0.00012108915900096787
leaf_weight=0.0010149233178202545 0.0010394654640347748 0.0012413214126727199 0.0017134623403957687 0.0016972868188583393 0.0012135590286238493 0.0010246592836766107 0.001051080590599252 0.0011312204318172352 0.0010363325114406585
leaf_count=627 77 388 196 440 260 177 851 498 396
internal_value=0 5.37453e-05 5.84864e-06 -6.70526e-05 -0.000128819 -2.97444e-05 0.000116572 0.000447273 -0.000305169
internal_weight=0 0.0111484 0.00990707 0.0081936 0.00715414 0.00594058 0.00387959 0.0021823 0.00206099
internal_count=3910 3283 2895 2699 2622 2362 1789 1349 573
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=9
num_cat=0
split_feature=474 160 42 160 43 1 4 3
split_gain=3.64793e-05 7.74675e-05 5.13779e-05 4.91088e-05 6.15917e-05 4.76966e-05 7.91986e-05 4.35106e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 0.24280000000000004 -0.081069999999999989
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=-0.00043163509731373951 0.00034897800569806816 -0.0003394399327574838 0.00015076271562181444 -0.00031081211367334091 0.00027036803747101592 -0.00050013595045135116 0.00016358174696602697 0.00072911686493612265
leaf_weight=0.0016465139186600123 0.0010112519014815772 0.001238284464882832 0.0010001963023828046 0.0010154511738523133 0.0018793737700514381 0.0012515635887564796 0.00154383532225651 0.0010002526399550656
leaf_count=927 424 869 153 248 530 324 198 237
internal_value=0 -4.08326e-05 3.1232e-05 9.09144e-05 0.000152026 2.88172e-05 -0.00013358 0.000439948
internal_weight=0 0.0105755 0.00892896 0.00769067 0.00667522 0.00467477 0.0027954 0.00200045
internal_count=3910 3486 2559 1690 1442 1052 522 390
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=8
num_cat=0
split_feature=4 12 4 52 15 2 43
split_gain=1.35771e-05 5.23734e-05 5.00984e-05 5.7685e-05 4.19268e-05 3.82635e-05 2.80253e-05
threshold=0.24280000000000004 0.098845000000000016 -0.0010999999999999996 -0.088354999999999989 -0.14487999999999998 0.086915000000000006 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -4 -5
right_child=4 -3 5 6 -6 -7 -8
leaf_value=-0.010874414794368022 0.016658084955255288 -0.023310418342809294 -0.024673992022939382 0.0032536160308682715 -0.0080532864579845997 0.00052349197587803415 0.023329930686424475
leaf_weight=0.0011747909912189955 0.0015772199476112093 0.0010220156335682337 0.0010514753080461039 0.0011509107520106348 0.0012158893070853707 0.0014118808578861353 0.0017564867651515537
leaf_count=542 348 506 229 1208 201 398 478
internal_value=0 -0.00225706 0.00103019 0.00782624 0.00590079 -0.010232 0.0153826
internal_weight=0 0.00756756 0.00654554 0.00408219 0.00279311 0.00246336 0.0029074
internal_count=3910 3361 2855 2228 549 627 1686
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=9
num_cat=0
split_feature=1 123 16 4 2 3 16 2
split_gain=4.55545e-05 4.46691e-05 6.71881e-05 3.85647e-05 0.000104874 0.000115164 7.28028e-05 4.53988e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.0057500000000000008 0.11230000000000001 -1.0000000180025095e-35 -0.008069999999999999 0.097360000000000016
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=-0.00053325397028973183 0.00038774572968654501 0.00032698404001678546 -0.0004289424641085022 -2.3806933675907678e-05 -0.00033396887124187966 0.0008498693967021638 -0.00018758027983147081 0.0003128210671086212
leaf_weight=0.0011486535493561842 0.0010247382086841462 0.0011105660136615106 0.0019934907560444971 0.0012852349876990856 0.0012438534062061725 0.0010572174113613962 0.0013988872270398497 0.0013893671281972305
leaf_count=136 225 276 1652 380 211 74 638 318
internal_value=0 -4.51451e-05 -8.85712e-05 -2.75312e-05 0.000126172 0.000370509 -0.000142808 6.17661e-05
internal_weight=0 0.0106273 0.0095167 0.00836805 0.00358631 0.00234245 0.00478175 0.00278825
internal_count=3910 3685 3409 3273 665 454 2608 956
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=8
num_cat=0
split_feature=3 51 160 49 16 42 15
split_gain=1.51499e-05 3.71782e-05 4.59578e-05 4.73876e-05 6.06199e-05 4.57233e-05 5.54535e-05
threshold=0.16699000000000003 0.08955500000000001 -0.081069999999999989 -0.029304999999999998 -0.30307999999999996 0.084100000000000022 -0.038029999999999987
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=0.020007562467671117 0.011485868051898737 -0.016890174307629343 0.011372174948571179 -0.027838025892441456 -0.012533635797238069 -0.017837789243321352 0.017069592633122421
leaf_weight=0.0011215964764364214 0.0010245586503544639 0.0013177553977868914 0.0019519512868775655 0.0010910324964028321 0.0010120594387966846 0.0011495347581974113 0.0016884712208210609
leaf_count=626 194 426 323 247 338 927 829
internal_value=0 -0.00132435 0.00123495 -0.00181961 -0.00703095 -0.00113464 0.00597539
internal_weight=0 0.0093324 0.00801465 0.00689305 0.0049411 0.00385007 0.00270053
internal_count=3910 3716 3290 2664 2341 2094 1167
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=8
num_cat=0
split_feature=4 12 0 47 4 3 1
split_gain=1.47726e-05 4.2676e-05 4.31259e-05 9.88595e-05 5.02038e-05 8.93053e-05 4.02529e-05
threshold=0.24280000000000004 0.098845000000000016 -0.017269999999999997 0.086425000000000016 -0.06272999999999998 0.090325000000000003 0.11235500000000002
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=-0.014557346414529769 -0.0064564569644392561 -0.021383128684203851 0.01444798479952992 -0.030698427733152095 -0.0042842272230006239 0.032911276381121679 0.017633238691555655
leaf_weight=0.0010907011427126532 0.0013225846972991456 0.0010188237953009244 0.0016766980221584382 0.0010884107819376862 0.0015810035833299064 0.001090896332372974 0.0014586326604504394
leaf_count=1132 206 506 276 306 1016 125 343
internal_value=0 -0.0023483 0.000622593 -0.004156 0.00352195 0.0109021 0.00617759
internal_weight=0 0.00754653 0.00652771 0.00485101 0.0037626 0.0026719 0.00278122
internal_count=3910 3361 2855 2579 2273 1141 549
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=7
num_cat=0
split_feature=47 159 1 457 2 0
split_gain=1.61943e-05 2.7744e-05 4.67417e-05 5.10851e-05 7.06048e-05 9.25151e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 0.082870000000000013 0.10113500000000002 -0.070894999999999986
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=-0.010557585724201101 0.0089289229713079912 0.01113377940440549 -0.018365991166689577 0.017815557864629926 -0.021059806024573427 0.0284694752459159
leaf_weight=0.0014729203257296706 0.0016816307933215724 0.0013906362780516266 0.0017783364096451626 0.0012759242849221843 0.0016585909198693375 0.0010336832633028818
leaf_count=1775 280 631 321 223 501 179
internal_value=0 -0.00180001 -0.00429136 0.000308693 -0.00505419 0.00553655
internal_weight=0 0.00861009 0.00721946 0.00544112 0.00416519 0.0025066
internal_count=3910 3630 2999 2678 2455 1954
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=8
num_cat=0
split_feature=3 39 48 51 1 52 3
split_gain=1.65505e-05 3.2661e-05 5.48901e-05 5.70966e-05 7.0516e-05 5.26873e-05 3.74641e-05
threshold=0.16699000000000003 0.085060000000000011 0.11280000000000003 0.085845000000000019 0.11198000000000001 0.084240000000000023 -0.010319999999999998
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=0.012958201831773104 0.012103861452977569 0.014698292735927746 -0.025480341554464388 -0.022599841891239252 0.022548587279124503 -0.02083479028349932 -0.0078160727319375144
leaf_weight=0.0018910270814077256 0.0010113293232671032 0.0011128544864812814 0.0010023014511495116 0.0010036498117551203 0.001432988254382617 0.0012038454816301709 0.0016047637759812558
leaf_count=1452 194 384 126 382 187 959 226
internal_value=0 -0.00136983 -0.00356696 -0.000489187 0.00312939 -0.00279181 0.00342165
internal_weight=0 0.00925143 0.00813858 0.00713627 0.00613262 0.00469964 0.00349579
internal_count=3910 3716 3332 3206 2824 2637 1678
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 4
split_gain=1.59254e-05 3.76294e-05 4.33712e-05 4.03465e-05 5.01457e-05 6.08886e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 -0.067584999999999992 0.086425000000000016 0.0057500000000000008
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=-0.01014530978051768 -0.014118058792115929 0.020310095406933543 -0.0042361862582100344 -0.011133771571768781 -0.011099880535456698 0.024732943693579708
leaf_weight=0.0013529482413979594 0.0013141327303401234 0.001370786743662698 0.0012151483951288954 0.0019772386306017922 0.0012011879877167645 0.0018007388649572934
leaf_count=1060 521 498 899 377 187 368
internal_value=0 0.00150133 0.00421457 0.000652665 0.00617891 0.0130608
internal_weight=0 0.00887923 0.0075651 0.00619431 0.00421708 0.00301589
internal_count=3910 2850 2329 1831 1454 1267
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=7
num_cat=0
split_feature=47 159 1 13 457 16
split_gain=1.53357e-05 2.22131e-05 4.52009e-05 4.72168e-05 7.46973e-05 5.12767e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 -0.084184999999999996 0.069705000000000003 -0.055679999999999993
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=-0.013600255560967209 0.0087095251213891063 0.0098641939163176783 -0.017921592859879359 0.010948816635948641 0.029749322857973187 -0.016527679965570655
leaf_weight=0.0016417415987689328 0.0016767185897948655 0.001380002823306044 0.0017573856981243346 0.0014506930972661496 0.0010249059098852969 0.0012771444368804322
leaf_count=737 280 631 321 963 170 808
internal_value=0 -0.0017517 -0.00399306 0.000544499 0.00673251 -0.00191539
internal_weight=0 0.00853187 0.00715187 0.00539449 0.00375274 0.00272784
internal_count=3910 3630 2999 2678 1941 1771
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=7
num_cat=0
split_feature=457 39 3 3 15 0
split_gain=1.75677e-05 3.63818e-05 7.33849e-05 4.7759e-05 8.20303e-05 3.716e-05
threshold=0.084485000000000018 0.005105000000000001 0.13772500000000001 -0.074234999999999982 -0.094924999999999995 -0.06402999999999999
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=-0.0089799731657821107 -0.010199197933139434 0.016504312203475435 0.021417741819257853 0.0031677261759815341 -0.03268095397974078 0.011471399769282917
leaf_weight=0.0016690711531128948 0.0014558560863466583 0.0013894614877262438 0.0012050772997688926 0.0011948873789749924 0.0013703289263156671 0.0018995976037176961
leaf_count=2021 286 399 181 175 534 314
internal_value=0 0.00166655 -0.00114263 -0.00557489 -0.0159825 0.00190627
internal_weight=0 0.00872842 0.00733896 0.00613389 0.00256522 0.00356867
internal_count=3910 3624 3225 3044 709 2335
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=10
num_cat=0
split_feature=484 42 160 0 42 3 1 12 4
split_gain=0.000120739 4.35577e-05 6.20083e-05 7.50504e-05 8.32957e-05 8.59332e-05 5.98786e-05 5.49554e-05 5.39204e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082234999999999989 -0.15517999999999996 1.0000000180025095e-35 -0.084129999999999996 0.10915500000000002 0.099680000000000005 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 7 -6 -4 8 -5
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00065944940644664207 -0.0002520224054063235 -0.00034090512431415095 0.00014459646641939202 0.00088525854799049271 -0.00039738743648620777 0.0003062560893104917 -0.00049926338691183168 8.9304459757835546e-05 0.00029045949698895825
leaf_weight=0.001008170511142375 0.0015805478583319167 0.0010879015047965184 0.0012092810929247542 0.0013885513543863879 0.001140691958344104 0.0016078829876121192 0.0010269020856010893 0.0010108369451740096 0.0010137766735251407
leaf_count=627 987 537 117 283 214 842 80 60 163
internal_value=0 4.93428e-05 9.95569e-05 0.000156616 0.000268283 1.42355e-05 -0.000151077 0.000472863 0.000634255
internal_weight=0 0.0110664 0.00948582 0.00839792 0.00616174 0.00274857 0.00223618 0.00341316 0.00240233
internal_count=3910 3283 2296 1759 1562 1056 197 506 446
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=8
num_cat=0
split_feature=151 2 48 51 2 0 15
split_gain=1.52493e-05 3.93495e-05 4.33485e-05 4.69926e-05 7.47561e-05 8.60376e-05 0.000127223
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.096835000000000018 0.083165000000000017 0.11260500000000001 -0.032484999999999993 -0.055679999999999993
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=-0.010209573588824626 0.019217381514181935 -0.02432120849886139 0.016014500182416663 -0.02248646894098523 0.023499969068870794 -0.025836029085428619 0.019642979839567976
leaf_weight=0.0012875261217313071 0.0010916489905737252 0.0010247319651265554 0.0012500714390711104 0.0011682970496008655 0.0010556415473057749 0.0014706959538233052 0.0018402796055268804
leaf_count=423 245 526 276 396 404 194 1446
internal_value=0 0.00143388 -0.00105191 -0.00430426 -0.000364203 -0.00617456 0.00391826
internal_weight=0 0.00890137 0.00780972 0.00655965 0.00539135 0.00433571 0.00286501
internal_count=3910 3487 3242 2966 2570 2166 1972
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=9
num_cat=0
split_feature=48 48 51 2 40 159 16 2
split_gain=4.71825e-05 6.6811e-05 6.29853e-05 5.01421e-05 7.52718e-05 8.31187e-05 7.50193e-05 9.63777e-05
threshold=0.11930500000000001 0.093225000000000016 0.088715000000000002 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 -0.013279999999999998 0.084065000000000015
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=-0.00050240498917261721 -0.00040766220176433011 0.00047264760312745312 -0.00049054565192953477 0.00036815039558658658 0.00026916696649104078 -0.00041355721308694988 0.00046279047856501773 -0.00044519925549126803
leaf_weight=0.001126536064915736 0.0010445234617114498 0.0011632564186261152 0.001000525569380393 0.001404586627196806 0.0017152212575510459 0.001199300006633288 0.0019347359481814196 0.0012591087372381213
leaf_count=225 161 279 359 425 537 368 721 835
internal_value=0 2.87555e-05 -2.48088e-05 2.91275e-05 -3.66905e-05 4.91989e-05 0.000162252 -3.32422e-05
internal_weight=0 0.0108033 0.00964001 0.00863949 0.0072349 0.00610837 0.00490907 0.00297433
internal_count=3910 3749 3470 3111 2686 2461 2093 1372
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=10
num_cat=0
split_feature=50 15 15 43 1 47 0 52 43
split_gain=4.09042e-05 4.63501e-05 6.01245e-05 6.03737e-05 4.17953e-05 8.10054e-05 7.45636e-05 0.000211041 6.12222e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 -0.18906999999999999 1.0000000180025095e-35 0.08593000000000002 -0.087614999999999985 -0.0066199999999999991 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 -6 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00042653453912805736 -0.00038123113265702501 -0.00045253357053912145 0.00042651897031730201 -0.0005216436164180284 -0.00010463337896548411 -0.00036286813198604814 -0.0002166837708625887 0.0010406935710657159 8.0748567443231068e-05
leaf_weight=0.0010108672067004444 0.0010349535363428962 0.0010723339202929052 0.0013151965650009248 0.0013376263194930767 0.0013707140819345766 0.0011857797064359302 0.001021178263064213 0.0011271839551879109 0.0012593321467831509
leaf_count=264 715 286 179 1296 179 178 461 157 195
internal_value=0 2.69957e-05 -1.46872e-05 3.98001e-05 -2.98554e-05 8.03587e-05 0.000229707 0.000412199 -0.000229528
internal_weight=0 0.0107002 0.00968934 0.00861701 0.00730181 0.00470486 0.00351908 0.0024979 0.00259696
internal_count=3910 3195 2931 2645 2466 975 797 336 1491
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=9
num_cat=0
split_feature=150 150 151 4 0 4 4 12
split_gain=1.50709e-05 4.62027e-05 7.05013e-05 6.18933e-05 3.51945e-05 4.31257e-05 4.43465e-05 2.69204e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.11756999999999999 0.070230000000000015 -0.060264999999999992 0.080120000000000011
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=-0.024770502515363568 -0.011620852880260334 0.020661905458016435 -0.016803046945508875 0.0242823552070465 0.015750240898767528 0.020007904913130238 -0.020430639775605417 -0.0048056195990191309
leaf_weight=0.0011103644620716691 0.0010139277227511961 0.0010794151470717517 0.0012209926784946552 0.001087107413475015 0.0011193827105029073 0.0010595072204298613 0.0010345578175679402 0.0014787347328344544
leaf_count=412 161 292 272 290 180 180 836 1287
internal_value=0 0.00122586 -0.0013608 0.00235237 -0.00167934 0.00225613 -0.00292136 0.00405074
internal_weight=0 0.00919006 0.00811065 0.00700028 0.00591318 0.00469218 0.00363268 0.00259812
internal_count=3910 3749 3457 3045 2755 2483 2303 1467
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=9
num_cat=0
split_feature=42 159 43 3 49 48 0 16
split_gain=4.14984e-05 6.45059e-05 6.15172e-05 0.000119712 4.19612e-05 8.09297e-05 9.02525e-05 6.23125e-05
threshold=-1.0000000180025095e-35 0.09141500000000001 -0.069494999999999987 -0.078669999999999976 0.090115000000000015 0.086125000000000021 -0.098179999999999976 -0.094359999999999986
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=-0.0003087948887105009 -6.105598393065313e-05 -0.00043406037342589221 0.00061900049680061288 0.00076047367524376553 0.00035085235440399668 -0.00053038064710532744 -0.00026412561761838643 -2.4599320563396194e-05
leaf_weight=0.0015578154986600921 0.0014212212508257814 0.0010173155924625829 0.0011862141045711544 0.0013110101579394597 0.0010070777234417461 0.001218913997909906 0.0019915184968648768 0.0011286809203550144
leaf_count=1060 641 384 152 387 195 180 803 108
internal_value=0 3.46215e-05 8.60857e-05 0.00033314 -1.72466e-05 -8.43384e-05 4.19122e-05 0.000305198
internal_weight=0 0.010282 0.00926464 0.00273223 0.00653241 0.00552533 0.00430641 0.0023149
internal_count=3910 2850 2466 1028 1438 1243 1063 260
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=8
num_cat=0
split_feature=42 160 52 15 15 1 1
split_gain=1.59519e-05 3.53147e-05 3.39801e-05 3.36282e-05 3.96156e-05 6.34579e-05 8.28615e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.030179999999999995 0.041585000000000004 -0.03231499999999999 0.11052000000000002 0.094485000000000013
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=-0.010155889699852096 0.0028424547397927187 -0.0010857744930551185 -0.023196355001088305 0.02026538059110013 -0.010416841439978827 -0.0072019870135790129 0.03800310073225819
leaf_weight=0.0013554805577101212 0.00100225590698849 0.0010685679208617001 0.0010024109936170025 0.0011807503467216145 0.001824667087978083 0.0016649075729190826 0.0011011543655773857
leaf_count=1060 267 336 773 642 332 334 166
internal_value=0 0.00149401 -0.010178 0.00491481 0.00171208 0.00748349 0.0187522
internal_weight=0 0.00884471 0.00200467 0.00684005 0.0056593 0.00383463 0.00216972
internal_count=3910 2850 1040 1810 1168 836 502
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=8
num_cat=0
split_feature=50 133 49 160 16 43 0
split_gain=3.4615e-05 4.33763e-05 7.33729e-05 7.54958e-05 6.97923e-05 4.13179e-05 7.5495e-05
threshold=0.086465000000000014 0.087895000000000015 -0.006494999999999999 -0.070974999999999996 -0.072359999999999994 -0.074254999999999988 -0.13027499999999997
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=5.3729269227182926e-05 -0.00034937680975372033 -0.00033880769618404113 0.00060347344591737864 0.00031448383332810564 -0.00055671932321915989 0.00029271284790144842 -0.00034272166132946823
leaf_weight=0.0019657968474312516 0.0010034137735779958 0.0010844560198317909 0.0013823567735254134 0.0018194528970092981 0.0011362689083108252 0.0012874471629243816 0.0016276421282696435
leaf_count=239 715 729 426 393 308 150 950
internal_value=0 3.21295e-05 7.57641e-05 0.000200335 -0.000169875 8.26295e-05 -6.20825e-05
internal_weight=0 0.0103034 0.00921896 0.0061169 0.00310207 0.00473454 0.00291509
internal_count=3910 3195 2466 1919 547 1493 1100
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=8
num_cat=0
split_feature=13 3 39 52 13 16 2
split_gain=1.54701e-05 3.02187e-05 4.87939e-05 3.92621e-05 4.05142e-05 4.79465e-05 2.95005e-05
threshold=-0.23438999999999996 0.11265500000000002 0.085060000000000011 0.091715000000000005 -0.084084999999999979 -0.08755499999999998 0.082715000000000025
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=0.010061500214989137 -0.01476672355711049 -0.014863449695449282 0.021244531370221809 -0.020356863062616134 -0.0066886825969416312 0.0020757449867815198 0.024465355678754012
leaf_weight=0.0013181575069668465 0.001234815256094866 0.0014298673259552364 0.0010271834586077794 0.0010073416619014982 0.0017617354204306425 0.0010185458050546467 0.0013937646264915284
leaf_count=210 661 138 377 754 392 451 927
internal_value=0 -0.00154867 0.00100909 -0.00223045 0.0011454 0.00585271 0.0150118
internal_weight=0 0.00887325 0.00744339 0.0064162 0.00540886 0.00417405 0.00241231
internal_count=3910 3700 3562 3185 2431 1770 1378
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=9
num_cat=0
split_feature=484 159 15 15 49 49 4 47
split_gain=0.000159963 4.80304e-05 6.41439e-05 9.20292e-05 8.19156e-05 7.98363e-05 6.18786e-05 6.03596e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.03231499999999999 -0.075094999999999981 -0.029304999999999998 -0.006494999999999999 -0.12499499999999999 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 -6
right_child=1 -3 5 -5 7 6 -8 -9
leaf_value=-0.00074508476434963309 0.00039904662275659994 0.00038568532465537656 -0.00060178491633088222 0.00063801756394303599 -0.00048068917332148723 -0.00026278129104544151 0.00029147379365774553 0.00013375234892001926
leaf_weight=0.0010227671919022891 0.0013733372647019956 0.0015495608433442115 0.0011646113016545753 0.0011946300495964449 0.0013365336957368705 0.0016321538119222065 0.0014736474919985723 0.0011380797817396875
leaf_count=627 180 522 206 285 464 215 1239 172
internal_value=0 6.60445e-05 1.28604e-05 0.000162612 1.50182e-05 -0.000163969 2.02891e-07 -0.000198106
internal_weight=0 0.0108626 0.00931299 0.00504258 0.00384795 0.00427041 0.0031058 0.00247461
internal_count=3910 3283 2761 1101 816 1660 1454 636
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=11
num_cat=0
split_feature=11 159 150 133 3 49 49 1 3 43
split_gain=4.63431e-05 4.28644e-05 6.85043e-05 7.18942e-05 0.000111192 7.98746e-05 9.77829e-05 6.83408e-05 7.09413e-05 6.47716e-05
threshold=0.079700000000000007 0.09141500000000001 0.11398500000000002 0.08845500000000002 -0.12008499999999998 -0.084114999999999981 1.0000000180025095e-35 0.11215000000000001 0.086245000000000016 -0.077049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.00079648058114049588 -0.00039937735903470027 -0.00034957425660272107 -0.00039877638785306725 -0.00035057747858955566 -0.00040249763825564281 0.00063834187036718919 -0.00028922626504469481 -6.0759583520176621e-05 0.00091190680438382385 -5.3669038417923022e-05
leaf_weight=0.0010145301286003054 0.0010777614084480089 0.0010494731210251877 0.0010780249489899347 0.0010704230177283197 0.0010295850818132796 0.0010035054306112229 0.0012577266043378782 0.0012215077712993449 0.0010151192800215512 0.0010793255479928142
leaf_count=103 254 447 143 779 175 352 457 185 97 918
internal_value=0 2.69875e-05 6.7438e-05 0.000125262 0.000192094 9.92854e-05 0.000191918 0.000332016 0.000486886 0.000279741
internal_weight=0 0.0108192 0.00976975 0.00869172 0.0076213 0.00660677 0.00557718 0.00431946 0.00309795 0.00208283
internal_count=3910 3656 3209 3066 2287 2184 2009 1552 1367 1270
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=1.56044e-05 3.36818e-05 3.77713e-05 3.24558e-05 4.54137e-05 7.97374e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.010019906074713697 -0.013319953648984981 0.019097122914276614 -0.0029337401195437319 -0.012192741349132603 -0.011525155778339791 0.027631593436229025
leaf_weight=0.0013620458334229974 0.0013108962447752944 0.0013656362616394106 0.0019135255751055306 0.0014802671405139125 0.0012529208087337118 0.0015407150512237377
leaf_count=1060 521 498 1069 177 220 365
internal_value=0 0.00147661 0.00404468 0.000722433 0.00478388 0.0106995
internal_weight=0 0.00886396 0.00755306 0.00618743 0.00470716 0.00345424
internal_count=3910 2850 2329 1831 1654 1434
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=10
num_cat=0
split_feature=1 123 2 150 4 4 52 2 0
split_gain=5.67935e-05 4.13485e-05 5.18424e-05 6.95163e-05 6.43575e-05 6.31943e-05 8.14739e-05 6.23414e-05 5.46406e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.12401500000000001 0.10559 0.074650000000000008 -1.0000000180025095e-35 -0.087604999999999988 0.093655000000000002 -0.11756999999999999
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=-0.0004309029944234321 0.00043333105692912766 0.00030945137678571464 -0.00051267194036013679 -0.00051109478397177793 1.2098832442402717e-05 -0.00051739786324148096 0.0004305289569020891 -0.00012355812841120575 0.0006326647534244524
leaf_weight=0.0011517326456968718 0.0010287356567733252 0.0011095209342027275 0.0010010202680210663 0.0010615322510050861 0.0011427030007411052 0.0010688539286689237 0.0017168445189913229 0.0014317401492498906 0.0010437925594070484
leaf_count=586 225 276 185 172 125 469 1398 305 169
internal_value=0 -4.89627e-05 -9.0308e-05 -4.12439e-05 2.47677e-05 -9.07141e-05 1.53391e-05 0.000178572 0.000308346
internal_weight=0 0.0107277 0.00961822 0.0086172 0.00755567 0.00536917 0.00430032 0.00314858 0.0021865
internal_count=3910 3685 3409 3224 3052 2758 2289 1703 294
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=8
num_cat=0
split_feature=15 1 15 3 150 47 4
split_gain=1.60932e-05 3.45278e-05 6.64601e-05 5.33155e-05 4.94789e-05 4.94462e-05 4.68865e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.10666500000000002 0.087235000000000021 0.09252500000000001 -0.37626499999999991
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0057677010838376843 -0.010510444004288712 0.027145144613190477 0.023964290109442194 -0.014948018810613563 -0.011424207993917496 -0.0014818479901419377 -0.02263946444856265
leaf_weight=0.0011159432991443927 0.0012865255884901448 0.0013746800103022483 0.0014609279443942424 0.0016610406201087082 0.0010432296451277096 0.00107535547074378 0.0012121134979333368
leaf_count=61 1436 390 376 243 163 238 1003
internal_value=0 0.00145136 0.00513741 -0.000198856 0.00681434 0.0145803 -0.00902262
internal_weight=0 0.00894329 0.00661523 0.00515431 0.00349327 0.00245004 0.00232806
internal_count=3910 2474 1410 1034 791 628 1064
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=9
num_cat=0
split_feature=50 15 12 160 2 13 12 4
split_gain=3.83374e-05 5.30097e-05 3.72568e-05 4.34496e-05 4.61538e-05 0.000100524 4.52682e-05 3.32064e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 0.051320000000000005 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00044664306707877926 -0.00036209482478923445 -0.00031086332047921357 0.00059583821446817316 -0.00030445014703039648 0.00033395820167809591 -0.00054777312510567245 9.3837742241696873e-05 -5.789545721375652e-05
leaf_weight=0.0010942929738137598 0.0010073880615651164 0.0013490751599509699 0.0011294124453231236 0.0011810086971834489 0.0015804913142691119 0.0011356543900081825 0.0017776553494341738 0.0010008295221991925
leaf_count=278 715 284 103 308 172 808 871 371
internal_value=0 3.87742e-05 -9.98286e-06 4.20232e-05 0.000103796 -4.0949e-05 0.000288868 -0.000318291
internal_weight=0 0.0102484 0.00915413 0.00780505 0.00662404 0.00371698 0.00290707 0.00213648
internal_count=3910 3195 2917 2633 2325 1351 974 1179
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=8
num_cat=0
split_feature=1 42 160 49 15 0 13
split_gain=1.70906e-05 3.14413e-05 3.79283e-05 8.66093e-05 3.77073e-05 3.57652e-05 2.10763e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.11739999999999999 -0.032484999999999993 -0.0016149999999999999
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=-0.024785894533045777 0.0094765290847091607 -0.017779145794805648 0.015317284170389217 -0.01284116845890656 0.027290819076264877 -0.0033624246797749886 0.0074241912618585237
leaf_weight=0.0013976859723312607 0.0015920284809934704 0.0010775837093613102 0.0014028602743399905 0.0010848627726078924 0.0010012068240198096 0.0015180729769191112 0.0011443680232731718
leaf_count=471 331 706 412 221 1104 237 428
internal_value=0 -0.00180012 0.000480797 -0.00290561 0.00353468 0.00838382 0.0166947
internal_weight=0 0.00862664 0.00754906 0.0061462 0.00474851 0.00366365 0.00214557
internal_count=3910 3579 2873 2461 1990 1769 1532
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=8
num_cat=0
split_feature=13 15 12 52 13 1 0
split_gain=1.5517e-05 2.79242e-05 3.49619e-05 8.42429e-05 5.54272e-05 6.55199e-05 5.98475e-05
threshold=-0.23438999999999996 0.079360000000000014 0.093375000000000014 0.10062000000000001 -0.073799999999999991 0.10915500000000002 -0.13027499999999997
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=0.010084356704080302 0.016735667924061982 -0.016122608673969235 -0.012639722909329671 0.027472916760569729 0.016254167062419032 -0.027342263658922866 -0.014525895241820203
leaf_weight=0.0013182591639070576 0.0012133012991930995 0.0011442777315061941 0.0015825755097866583 0.0012267296863989717 0.0012911236100335462 0.0011801609893917222 0.0012368188543120618
leaf_count=210 673 1420 576 261 176 193 401
internal_value=0 -0.00154286 0.000615196 0.00402711 -0.00181709 -0.0078876 0.00119474
internal_weight=0 0.00887499 0.00773071 0.00614813 0.0049214 0.0037081 0.00252794
internal_count=3910 3700 2280 1704 1443 770 577
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=4.78747e-05 6.36991e-05 5.89439e-05 7.3666e-05 0.000175911 7.80181e-05 8.83319e-05 4.63598e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.073129999999999987
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=-0.00030923415300946857 -0.00041246583578806662 0.00047928227577487579 -0.00046779003079919088 0.00086382294758031335 -0.00021648053468911426 -0.00044487938545161439 0.0005590857359419136 0.00015388488155566123
leaf_weight=0.0018195994210184457 0.0010185086774665919 0.0010996151459857139 0.0010067999745472156 0.0011759152460952098 0.0011426106060761412 0.001638816013085645 0.0010291169580360082 0.0015296210456604495
leaf_count=1846 161 279 366 320 101 456 104 277
internal_value=0 3.28935e-05 -1.96467e-05 3.44809e-05 0.00033143 -7.99394e-05 5.6658e-05 -9.77233e-05
internal_weight=0 0.0104421 0.00934248 0.00833568 0.00231853 0.00601715 0.00437834 0.00334922
internal_count=3910 3749 3470 3104 421 2683 2227 2123
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=7
num_cat=0
split_feature=4 1 16 2 4 3
split_gain=1.63166e-05 3.81842e-05 2.95553e-05 5.2111e-05 3.50831e-05 6.0201e-05
threshold=0.24280000000000004 0.11235500000000002 -0.094359999999999986 0.106285 0.0051950000000000008 -0.015794999999999997
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=-0.014033736079931639 -0.0058852841632291326 0.017763938764952147 0.0019386989404626684 0.017596763672440903 0.010157561950176527 -0.026065148720590122
leaf_weight=0.0017039149135890282 0.0012974379490572289 0.001441013436166606 0.0017956729491785714 0.0014183160315088782 0.00118600153157655 0.0013408985346277105
leaf_count=501 206 343 1919 482 222 237
internal_value=0 0.00655929 -0.00246844 0.000964172 -0.00449329 -0.0100331
internal_weight=0 0.00273845 0.0074448 0.00574089 0.00432257 0.00313657
internal_count=3910 549 3361 2860 2378 2156
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=10
num_cat=0
split_feature=50 15 160 12 151 13 2 1 3
split_gain=6.52728e-05 5.56514e-05 5.92508e-05 6.57148e-05 5.13629e-05 7.17993e-05 0.000202574 4.85268e-05 4.1701e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 -0.036459999999999992 -0.076429999999999984 -0.060719999999999989 0.094010000000000024 0.089175000000000018 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.00048018545562428862 -0.00047039297019468867 -0.0003472292938106137 -0.00045566193702130853 0.00049186524624492253 5.992108545204574e-05 0.00051838697473954051 -0.00076967640055783989 -6.3535467553711738e-05 0.00056076045066231865
leaf_weight=0.0010002486388003438 0.0010594435415743559 0.0013669233409648726 0.0010075403768359343 0.0012009793637170144 0.0013549778961435576 0.0010740302387114518 0.0012440429249794254 0.0011312489028613582 0.0012098684219825876
leaf_count=264 715 265 302 312 720 582 403 108 239
internal_value=0 4.00674e-05 -5.83935e-06 4.69701e-05 0.000121652 4.77234e-05 -0.000137019 0.000219876 0.000296173
internal_weight=0 0.0105899 0.00958961 0.00858207 0.00721515 0.00601417 0.00344932 0.00220528 0.00256485
internal_count=3910 3195 2931 2629 2364 2052 1093 690 959
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=10
num_cat=0
split_feature=159 0 0 3 0 1 150 16 4
split_gain=3.44337e-05 4.04851e-05 7.68643e-05 7.53031e-05 9.54904e-05 7.48501e-05 4.80751e-05 4.69768e-05 5.98767e-05
threshold=-0.034019999999999988 -0.076734999999999984 -0.053834999999999994 -0.13927999999999999 0.10302000000000001 0.076710000000000014 0.082085000000000019 -0.27337499999999998 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 7 -7 -9
right_child=1 2 3 4 -6 6 -8 8 -10
leaf_value=-0.00034750355078011898 -0.00055998884418452695 0.00060953284288415535 0.0004614035453058243 -0.00050487370234323173 0.00028631311151552024 -0.00044513770938466973 0.00031855400917753967 -0.00027074515353720256 0.00037628168355362089
leaf_weight=0.0010175825951615437 0.0010226279609376982 0.0011392939937434755 0.0010449847564998338 0.0013822780464999933 0.0010187316262759358 0.0010682441624302931 0.0014762150831300041 0.0010887696410157451 0.0011109993220235499
leaf_count=520 1325 501 186 335 78 178 243 444 100
internal_value=0 3.05004e-05 0.000168015 2.2043e-05 -0.000169179 -7.88388e-05 2.4874e-05 -0.000107786 5.60375e-05
internal_weight=0 0.0103521 0.00458529 0.00344599 0.00240101 0.00576686 0.00474423 0.00326801 0.00219977
internal_count=3910 3390 1100 599 413 2290 965 722 544
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=10
num_cat=0
split_feature=1 123 2 13 160 16 2 12 12
split_gain=3.71762e-05 4.08976e-05 5.58515e-05 8.36895e-05 8.70717e-05 6.94653e-05 9.54798e-05 7.59829e-05 8.85699e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11934000000000002 0.098990000000000009 0.087825000000000014 -0.49150499999999991 0.10362500000000001 0.093125000000000013 0.080120000000000011
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=0.00060084197247614482 0.00035521084039143505 0.00031611231586582716 -0.00047031558234779457 -0.00047314269899836474 -0.00044821180464305917 0.00034985450725109549 -0.00047464924544044434 0.0006621271817630472 -0.00034780791522496434
leaf_weight=0.001103976743501372 0.0010195909342285208 0.0011304446962854759 0.0012190681735048314 0.0013249691741301422 0.0010800081785126217 0.00154426898622098 0.0010278821848809455 0.0010027098551428242 0.001279076095622304
leaf_count=140 225 276 247 247 318 247 287 491 1432
internal_value=0 -3.66137e-05 -7.82271e-05 -2.10719e-05 6.40356e-05 0.000156892 5.59205e-05 0.00019846 3.37885e-05
internal_weight=0 0.0107124 0.00958196 0.00836289 0.00703792 0.00595791 0.00485394 0.00382605 0.00282335
internal_count=3910 3685 3409 3162 2915 2597 2457 2170 1679
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=8
num_cat=0
split_feature=159 1 2 151 16 1 42
split_gain=1.53583e-05 3.13187e-05 3.91397e-05 5.284e-05 5.52796e-05 5.99168e-05 4.32124e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 0.079945000000000016 1.0000000180025095e-35
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=-0.011266076922272557 0.00024052925684215623 0.015746082301773563 -0.013391197978175052 7.9169310278203765e-05 -0.0058137171923671183 0.03176134118116232 -0.025624337514576406
leaf_weight=0.0010900248745962298 0.0014814267696877626 0.0012878683147273208 0.0013181255785985214 0.0010083389805269852 0.001440105129649546 0.001463004160356874 0.001145314370751763
leaf_count=633 605 298 400 747 384 221 622
internal_value=0 0.00129158 -0.00107791 0.00392444 0.00975967 0.0188346 -0.0110371
internal_weight=0 0.00914418 0.00785631 0.00522957 0.00391145 0.00247134 0.00262674
internal_count=3910 3277 2979 1752 1352 968 1227
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=9
num_cat=0
split_feature=14 15 16 457 0 43 0 13
split_gain=1.64382e-05 4.45413e-05 2.76099e-05 4.09965e-05 5.98196e-05 3.45044e-05 4.84176e-05 4.22315e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.30307999999999996 0.084485000000000018 -0.13870499999999999 -0.044024999999999988 -0.053834999999999994 -0.10939499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.012047024102472432 0.021044762445154377 -0.015053692748324908 0.026132601701167348 -0.016060593695511091 0.021573682563912479 0.0049060198292607002 -0.0064680677043692236 -0.022324756997451026
leaf_weight=0.001025645593071626 0.0010161764867495969 0.0012165039626118564 0.0010621635415634266 0.001140027520449045 0.001279207457533434 0.0011159536081888073 0.0011871623441337556 0.0011631433865057733
leaf_count=196 365 281 196 208 1119 112 199 1234
internal_value=0 0.00130131 -0.00115612 0.00127729 0.00468068 -0.000120838 0.00807607 -0.00899128
internal_weight=0 0.00918034 0.00816416 0.00694766 0.00580763 0.00474547 0.00246637 0.0022791
internal_count=3910 3714 3349 3068 2860 2664 1318 1346
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=10
num_cat=0
split_feature=484 15 16 52 133 15 3 150 42
split_gain=0.000131403 6.03162e-05 7.51293e-05 7.19239e-05 7.78254e-05 9.58591e-05 9.51615e-05 0.000157708 2.03341e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15168999999999996 0.11110500000000002 0.085050000000000014 -0.017214999999999998 -0.073984999999999981 0.082590000000000011 0.083970000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 -2
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00067407674676632349 0.00051685174192871912 0.00013985343818286061 -0.00057643203569395548 0.00052376388166977214 -0.00042260477529088296 0.00053951206902025383 -0.00056466213442359905 0.00038599757279949757 0.00012538908170304491
leaf_weight=0.0010289500279287512 0.0010244172386827625 0.0010892735775095731 0.0011652249247879635 0.0014782499238713857 0.0011348282907227619 0.001669867292212154 0.0019017163802887444 0.0010366183940876354 0.0010162400163965316
leaf_count=627 181 102 1249 324 459 288 351 151 178
internal_value=0 5.72618e-05 -0.000230355 0.000127272 5.19718e-05 0.000132973 -3.37374e-06 -0.000229278 0.000321905
internal_weight=0 0.0115164 0.0022545 0.00926194 0.00778369 0.00664886 0.00497899 0.00293833 0.00204066
internal_count=3910 3283 1351 1932 1608 1149 861 502 359
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=7
num_cat=0
split_feature=0 151 150 1 2 0
split_gain=1.66468e-05 3.50042e-05 4.40516e-05 4.70676e-05 4.01794e-05 6.50194e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.082965000000000025 0.12864500000000004 0.10796500000000002 -0.08824499999999999
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=-0.014606842428418027 0.0087909884219191502 -0.018938238878710455 0.015979633766247513 0.014625814913222025 -0.022739028415758714 0.012989693790250454
leaf_weight=0.0018834955372096372 0.0017665823391227473 0.0010533595139882316 0.0014794490206061972 0.0011726849773424381 0.0012984898474000944 0.0015616040884309733
leaf_count=761 255 222 346 256 409 1661
internal_value=0 -0.00188302 0.000546122 -0.00331325 -0.00774805 -0.00209781
internal_weight=0 0.00844908 0.00739572 0.00591627 0.00474359 0.0034451
internal_count=3910 3655 3433 3087 2831 2422
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=10
num_cat=0
split_feature=484 41 150 3 16 1 2 2 2
split_gain=0.000167072 5.70315e-05 0.000126981 8.17464e-05 8.10715e-05 0.000120616 8.83227e-05 0.00010143 3.75226e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.30307999999999996 0.12811000000000003 0.10362500000000001 0.091985000000000011 0.084065000000000015
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=-0.00076944330248345958 0.0006169123548264877 -0.00038669743321743645 -0.00052452497867245716 -0.00040784537014807413 0.00016683900884785372 0.00077859247279807688 -0.00038123280088182365 0.00067321360258556888 -0.00028752568245123079
leaf_weight=0.0010305438904963963 0.001372334527647903 0.0010203383844261749 0.0011172656419607208 0.0010537132801572797 0.0019919022211675828 0.001076340896240066 0.0013214638202291356 0.0012334514350385269 0.0010764005251546237
leaf_count=627 229 191 142 289 706 143 370 365 848
internal_value=0 5.53766e-05 9.94136e-05 0.000175804 9.7727e-05 0.000177244 6.21397e-05 0.00019834 7.44196e-06
internal_weight=0 0.0112632 0.0102429 0.00912561 0.00775327 0.00669956 0.00562322 0.00430175 0.0030683
internal_count=3910 3283 3092 2950 2721 2432 2289 1919 1554
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=8
num_cat=0
split_feature=4 4 52 2 1 12 16
split_gain=1.54909e-05 2.92401e-05 3.40465e-05 7.59242e-05 2.9159e-05 2.56747e-05 2.55881e-05
threshold=0.24280000000000004 -0.0010999999999999996 -0.088354999999999989 0.10113500000000002 0.11198000000000001 0.080120000000000011 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4 -3
right_child=4 6 3 -5 -6 -7 -8
leaf_value=-0.011394848611241293 -0.0056838819969064168 -0.019953706523886214 0.029321524358618581 -0.012969907671441941 0.01519913044621728 0.0078093948417091458 -0.00089265607372514722
leaf_weight=0.001286205201684364 0.0011568639607449625 0.0014120210405214302 0.001109809826890826 0.0011636210283321215 0.0015843205327878561 0.0011094023332833629 0.0014051089312812877
leaf_count=639 196 412 150 250 353 1519 391
internal_value=0 -0.00240075 0.0024538 0.00771927 0.00638586 0.0185674 -0.0104466
internal_weight=0 0.00748617 0.00466904 0.00338283 0.00274118 0.00221921 0.00281713
internal_count=3910 3361 2558 1919 549 1669 803
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=11
num_cat=0
split_feature=484 39 12 15 2 16 12 42 3 0
split_gain=0.000150897 5.18895e-05 5.71963e-05 5.89458e-05 9.89259e-05 0.000156033 0.000106268 5.15824e-05 5.87069e-05 9.24735e-06
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 -0.16430499999999995 0.10393500000000001 -0.10486499999999999 0.093125000000000013 0.084100000000000022 -0.016619999999999996 -0.14808999999999997
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=-0.00072631422952613674 0.00054750798795830135 -0.00035567022380662307 -0.00033013820746952149 0.00051955000257399551 -0.00082136677433255448 0.00021357148794327071 0.00070772041896156629 -0.00029079124638736449 0.00012138993811395652 -0.00014436664220014245
leaf_weight=0.0010200046365605479 0.0012532579805527291 0.0010443822735441725 0.001053320201226616 0.0013323773746125012 0.0010283709075181917 0.0012299154942192233 0.0013506598479993432 0.0010904930828676317 0.0010104187884760994 0.0010031867064882083
leaf_count=627 294 230 120 664 131 381 498 722 81 162
internal_value=0 6.08812e-05 0.000102906 0.000151959 9.03437e-05 -0.000257715 0.000226165 7.95584e-05 0.000200259 -1.10111e-05
internal_weight=0 0.0113964 0.010352 0.00929868 0.00804542 0.00225829 0.00578714 0.00443648 0.00334598 0.00201361
internal_count=3910 3283 3053 2933 2639 512 2127 1629 907 243
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=10
num_cat=0
split_feature=484 41 150 133 3 49 2 0 43
split_gain=0.000138379 6.32784e-05 8.24893e-05 8.10496e-05 0.000103462 6.87121e-05 0.000112787 5.42692e-05 0.000134252
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 0.087485000000000021 -0.12008499999999998 -0.085174999999999987 0.10869000000000002 -0.13027499999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00070244098445625049 0.00075641232446814369 -0.00040549787046988362 -0.00040221731501438108 -0.00032758766685879345 -0.00032884397903516907 0.00078780634105293226 -0.00022393269291491469 0.00060295220960260895 -0.00021902041316744565
leaf_weight=0.0010143402134354497 0.0012235178505728686 0.001047387354374151 0.0011182202086017787 0.001138156078481758 0.0010323769024185867 0.0010026084662910022 0.0015877333018915743 0.0018530908179770077 0.0012998054384778445
leaf_count=627 214 191 142 764 150 131 344 420 927
internal_value=0 5.35813e-05 0.000100467 0.000161985 0.000231644 0.000136883 0.0002206 0.000390447 0.000264088
internal_weight=0 0.0113029 0.0102555 0.00913729 0.00799913 0.00677561 0.00574324 0.0041555 0.0031529
internal_count=3910 3283 3092 2950 2186 1972 1822 1478 1347
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=9
num_cat=0
split_feature=50 15 15 49 151 16 43 16
split_gain=4.03533e-05 7.71994e-05 5.19835e-05 4.66941e-05 6.1777e-05 0.000102 6.99198e-05 7.94798e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 -0.084114999999999981 -0.076429999999999984 -0.094359999999999986 -0.091114999999999988 0.15737500000000001
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=0.00054472182327824372 -0.00036625489492647493 -0.00041798173109941836 -0.00030722768419289259 0.0004926591865109897 -0.00044180774224966549 -0.00024098556793552167 0.00056924532882898532 -3.7793662619642283e-05
leaf_weight=0.0010354345430528293 0.0010541383193102922 0.0011092705687585575 0.0013145087469848783 0.0012416808753659032 0.0014461532196436725 0.001250191862515257 0.0018840619083161766 0.0014811585238660629
leaf_count=264 715 286 230 323 323 300 1066 403
internal_value=0 3.57312e-05 -1.84504e-05 3.29769e-05 9.42102e-05 1.259e-05 0.000154967 0.000302065
internal_weight=0 0.0107625 0.00972703 0.00861776 0.00730325 0.00606157 0.00461541 0.00336522
internal_count=3910 3195 2931 2645 2415 2092 1769 1469
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=8
num_cat=0
split_feature=2 13 13 42 2 13 2
split_gain=1.54877e-05 5.79306e-05 4.90012e-05 3.26532e-05 4.82828e-05 9.61694e-05 3.18001e-05
threshold=0.097940000000000013 -0.088444999999999982 -0.089899999999999994 0.085195000000000007 0.084065000000000015 1.0000000180025095e-35 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -4
right_child=2 3 6 -5 -6 -7 -8
leaf_value=-0.024827781964563301 0.017748794287386255 0.02795673683946806 0.0090478528874310977 0.016279383634153221 -0.01771300559733328 -0.014767914738066571 -0.012173573173574991
leaf_weight=0.0010442631587067389 0.0016998833680629509 0.0010322340820721108 0.0011855756695636386 0.0011012476755400142 0.0014181956341533597 0.0010760410781395367 0.0017460679860280624
leaf_count=452 261 323 435 908 880 165 486
internal_value=0 -0.00355301 0.00424091 0.00124773 -0.00344636 0.00615053 -0.00359149
internal_weight=0 0.00567198 0.00463153 0.00462772 0.00352647 0.00210828 0.00293164
internal_count=3910 2728 1182 2276 1368 488 921
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 2
split_gain=4.51338e-05 6.80906e-05 5.62092e-05 7.9647e-05 7.70723e-05 7.39787e-05 9.91137e-05 8.52982e-05 2.76136e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00053254767033037137 -0.00040305780499331979 0.00048898369883094799 -0.00039527637316164391 0.00047904409818909875 0.00030569778388796578 -0.00040628926768860002 -0.00036515489240878301 0.00077039793746533044 -0.00012820735705770589
leaf_weight=0.0010666000740045759 0.0010177753047757023 0.0011081911527676827 0.0013489299813100692 0.0013119254465085986 0.0012166199078000233 0.0011240470015698003 0.0010624004408653128 0.0010979619110026871 0.0010510271201640282
leaf_count=214 161 279 419 424 642 364 130 200 1077
internal_value=0 2.96071e-05 -2.52533e-05 3.76848e-05 -4.97999e-05 4.29403e-05 0.000156977 0.000321795 0.000104588
internal_weight=0 0.0103877 0.00927951 0.00793058 0.00661866 0.00555206 0.00442801 0.00336561 0.00226765
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=9
num_cat=0
split_feature=484 474 47 3 2 1 42 15
split_gain=0.0002806 8.36116e-05 6.18441e-05 8.07565e-05 9.82574e-05 7.83432e-05 7.54499e-05 4.82929e-05
threshold=-0.0043499999999999988 0.084420000000000009 0.10561500000000001 0.11818000000000002 0.086650000000000019 0.095575000000000007 0.086700000000000013 -0.035939999999999993
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 6 -7 -8 -9
leaf_value=-0.0010033025969531505 -0.00062098565369648117 0.00061292266604161727 0.00035441348770337192 -0.00041057630638189637 0.00069197909008378343 5.21698662922055e-05 -0.0002027561195015372 0.00018463355246209573
leaf_weight=0.0010058362593700675 0.0011499109777682959 0.0010198118857156152 0.0018009959986526923 0.001829075239053549 0.0013153730045128769 0.001575322775577187 0.0010341751813686736 0.0015972336453840812
leaf_count=612 863 334 196 193 408 279 538 487
internal_value=0 7.73653e-05 2.43501e-05 -4.55754e-05 5.44864e-05 -0.000231868 0.000252213 0.000413758
internal_weight=0 0.0113219 0.0103021 0.00850109 0.00667202 0.00272523 0.00394678 0.00291261
internal_count=3910 3298 2964 2768 2575 1142 1433 895
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=10
num_cat=0
split_feature=484 1 15 2 16 16 0 1 3
split_gain=0.000119749 8.58326e-05 8.13462e-05 8.0723e-05 6.61697e-05 5.78525e-05 0.000102187 5.29218e-05 3.79867e-05
threshold=-1.0000000180025095e-35 0.13662500000000002 -0.11739999999999999 0.10113500000000002 -0.015314999999999997 -0.114825 -0.06402999999999999 0.089175000000000018 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 -4 7 -7 -2
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00065904634412228583 -0.00063230067806356366 0.0005836119794627694 0.00056967414099948763 -0.00047574052779086694 0.00012089543451683132 0.00010353744857685288 0.00049393551089627822 -0.00045654394015578141 -0.00010956853833080056
leaf_weight=0.0010273937815431034 0.001002428914091576 0.0010165521461730576 0.0013229703371195793 0.001509843594739377 0.0013569525523314937 0.0015199773251630216 0.0015843564550116151 0.0011314470327688335 0.0011449550844127069
leaf_count=627 220 216 209 275 350 1233 213 392 175
internal_value=0 3.94143e-05 -1.29085e-05 7.39189e-05 -0.000193332 0.000211747 9.99554e-05 -0.000135467 -0.000353587
internal_weight=0 0.0115895 0.0105729 0.00842555 0.0028668 0.00555875 0.00423578 0.00265142 0.00214738
internal_count=3910 3283 3067 2672 625 2047 1838 1625 395
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=8
num_cat=0
split_feature=49 3 3 12 15 3 3
split_gain=1.65831e-05 6.77043e-05 3.8918e-05 7.70984e-05 5.25718e-05 5.96476e-05 4.25898e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.084604999999999986 0.091555000000000011 -0.017214999999999998 0.094625000000000015 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=0.023067882220954836 0.004258641901186991 -0.0084685096720533235 0.006727810070915833 -0.032352233216643107 -0.0014451431917746442 -0.021196939429173965 0.026173392791223677
leaf_weight=0.0013048078005655952 0.0011974511092014786 0.0014233756909650425 0.0016413252175823329 0.0011069385741267882 0.0010108784329830153 0.0014325257480211223 0.0012472542890632316
leaf_count=350 781 209 969 388 890 209 114
internal_value=0 0.00661439 -0.00246859 -0.0133278 0.00222457 -0.00628613 0.0138096
internal_weight=0 0.00272818 0.00763637 0.00230439 0.00533198 0.00307385 0.00225813
internal_count=3910 559 3351 1169 2182 1178 1004
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=8
num_cat=0
split_feature=4 12 43 39 151 1 1
split_gain=1.95737e-05 4.22801e-05 4.88453e-05 5.47421e-05 5.45234e-05 4.13892e-05 3.01694e-05
threshold=0.24280000000000004 0.098845000000000016 0.0050750000000000005 0.084740000000000024 -0.0074049999999999993 0.081005000000000008 0.11235500000000002
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=0.019912934220060543 -0.0038511176708190559 -0.021831339498297627 0.018719033271311705 -0.02475373177025466 0.0083990924487836738 -0.01472548022484396 0.017035803977613184
leaf_weight=0.001134150859269688 0.0013171542102367894 0.0010026948496026505 0.0011718811937090545 0.0010131046843972679 0.0012815373564607708 0.0019543410917025493 0.0014559591847931271
leaf_count=407 206 506 411 201 1105 731 343
internal_value=0 -0.00270749 0.000217814 -0.00380981 0.00104562 -0.00556722 0.00711508
internal_weight=0 0.00755771 0.00655502 0.00538313 0.00437003 0.00323588 0.00277311
internal_count=3910 3361 2855 2444 2243 1836 549
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 2
split_gain=1.58938e-05 2.87375e-05 2.62355e-05 5.54905e-05 3.69593e-05 5.90036e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.094359999999999986 0.106285 0.0051950000000000008 0.088055000000000008
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=-0.013346125486511607 0.015426744509607097 -0.0051016284047843627 0.0035077694646756877 0.017801836927440785 0.010049677259200506 -0.023743216698961438
leaf_weight=0.0017074801383499824 0.0015533251088232531 0.0012155879583043807 0.0015465411103509925 0.0014374697218445497 0.0012087123935480733 0.0016340107111165406
leaf_count=501 348 201 1357 482 222 799
internal_value=0 0.00641453 -0.00244528 0.000749135 -0.00483557 -0.0104924
internal_weight=0 0.00276891 0.00753421 0.00582673 0.00438926 0.00318055
internal_count=3910 549 3361 2860 2378 2156
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=8
num_cat=0
split_feature=11 4 16 1 2 0 47
split_gain=1.60754e-05 2.98811e-05 7.2877e-05 4.64333e-05 5.65613e-05 8.62087e-05 5.6718e-05
threshold=0.077330000000000024 -0.14963999999999997 0.15100500000000003 0.087480000000000016 1.0000000180025095e-35 -0.16443499999999997 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.030812562755068568 -0.011508389961238652 -0.01531761647306449 -0.0058792965702357362 -0.023638141955662585 -0.0012703418977556967 0.034965282267589971 0.0072984550434426979
leaf_weight=0.0010316880089697141 0.0010955366538152505 0.0018787573974346963 0.0011388708733380357 0.0011938104888930259 0.0016947691641127347 0.0010717870985042315 0.001176787972661764
leaf_count=130 279 2053 132 591 181 350 194
internal_value=0 0.00130701 0.0115607 -0.00186525 0.00305455 0.0127676 -0.00828092
internal_weight=0 0.00918647 0.00217056 0.00701591 0.00513715 0.00276656 0.0023706
internal_count=3910 3631 262 3369 1316 531 785
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=10
num_cat=0
split_feature=50 133 156 12 160 16 49 1 43
split_gain=5.44327e-05 4.24195e-05 4.71152e-05 5.0867e-05 7.77912e-05 5.38492e-05 6.53672e-05 8.16138e-05 5.29336e-05
threshold=0.086465000000000014 0.088055000000000008 0.082605000000000026 -0.036459999999999992 0.087825000000000014 -0.52908499999999992 -0.00064499999999999985 0.10786000000000001 -0.0078249999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00025662875193335305 -0.00043127465735756383 -0.00032768189504235606 -0.00027409568996183427 -9.6068015936862658e-05 -0.00028829415328065518 -6.3680344217314225e-05 0.00064307716265888011 0.00090905343666529078 6.1350103078107695e-05
leaf_weight=0.0010996063748233724 0.0010466235502865845 0.0010928875304944624 0.0012472011568897294 0.0011469150169161058 0.0010741641595317297 0.0010167658861188729 0.0010010424910733113 0.0012370986456376972 0.0015063192299152007
leaf_count=296 715 715 439 117 229 204 523 148 524
internal_value=0 3.78029e-05 8.06187e-05 0.000135358 0.00019709 0.000285338 0.000377214 0.000496934 0.0002936
internal_weight=0 0.010422 0.00932911 0.00808191 0.00698231 0.00590814 0.00476123 0.00374446 0.00250736
internal_count=3910 3195 2480 2041 1745 1516 1399 1195 1047
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=9
num_cat=0
split_feature=484 39 15 0 48 48 42 16
split_gain=0.000156578 5.13565e-05 4.88785e-05 5.84797e-05 8.92062e-05 5.57819e-05 7.25408e-05 7.38491e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 -0.16430499999999995 -0.14867499999999997 0.086455000000000018 0.086065000000000016 0.084100000000000022 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00074593715720138462 0.00042030716377426257 -0.00036147566203093614 0.00016862219045217847 -7.3628944290659182e-05 -0.00065479196533939246 0.00051219968521914669 -0.00027048825489545586 0.00049597610337270457
leaf_weight=0.0010108475074148129 0.0015682832633643782 0.0010105789501948697 0.0010009416882027474 0.0017435539852488891 0.0010226736768035316 0.0012193076365700243 0.0018184441665148564 0.0017568929007343308
leaf_count=627 308 230 146 755 69 317 1012 446
internal_value=0 6.00202e-05 0.000102069 4.37763e-05 -0.000247506 0.00013393 4.72153e-05 0.000212259
internal_weight=0 0.0111407 0.0101301 0.00856181 0.00202362 0.0065382 0.00531889 0.00350045
internal_count=3910 3283 3053 2745 215 2530 2213 1201
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=8
num_cat=0
split_feature=49 3 42 15 52 16 1
split_gain=1.68052e-05 5.79551e-05 3.4871e-05 4.2873e-05 3.48124e-05 4.8339e-05 4.12587e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093125000000000013 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.095575000000000007
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=0.022028822788377481 -0.015851884430134244 -0.0072800317542786059 -0.019097075233489694 -0.0015861214803840962 0.020283160928512119 -0.016410855041118833 0.023450838745500427
leaf_weight=0.0012909739374605722 0.0013133094250978462 0.00141325005334427 0.0010814944756792969 0.0018645706569163931 0.0010872230886440392 0.0012325368616721019 0.0010172977117470419
leaf_count=350 308 209 711 1362 384 419 167
internal_value=0 0.00671177 -0.00246792 0.000292552 0.00436871 0.000163344 0.00725191
internal_weight=0 0.00270422 0.00759643 0.00651494 0.00520163 0.00411441 0.00288187
internal_count=3910 559 3351 2640 2332 1948 1529
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=10
num_cat=0
split_feature=159 0 0 1 3 0 150 16 4
split_gain=4.58207e-05 3.74482e-05 7.82561e-05 7.23797e-05 7.14255e-05 9.65924e-05 5.52425e-05 5.79519e-05 0.000112966
threshold=-0.034019999999999988 -0.076734999999999984 -0.053834999999999994 0.076710000000000014 -0.13927999999999999 0.10302000000000001 0.082085000000000019 -0.27337499999999998 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 7 -5 -9
right_child=1 2 4 6 5 -7 -8 8 -10
leaf_value=-0.00039865426070193836 -0.00054558767732385092 0.00061002387806144767 0.000446612359709391 -0.00048741382835178334 -0.00049841729354123626 0.00028849827003947216 0.00034307745223927295 -0.00032980147899635962 0.00055582664895511267
leaf_weight=0.0010299540605936035 0.0010160143449455669 0.0011486216954720665 0.0010564735467128994 0.0010656611910113138 0.0014078980970771405 0.0010447421597559459 0.0014961236497462657 0.0012323725455161525 0.0010055726943097153
leaf_count=520 1325 501 186 178 335 78 243 460 84
internal_value=0 3.47769e-05 0.00016579 -7.01494e-05 2.03811e-05 -0.000163218 3.04922e-05 -0.00011107 6.81365e-05
internal_weight=0 0.0104735 0.00465774 0.00581574 0.00350911 0.00245264 0.00479973 0.00330361 0.00223795
internal_count=3910 3390 1100 2290 599 413 965 722 544
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=10
num_cat=0
split_feature=159 51 484 43 42 3 3 4 4
split_gain=5.49057e-05 4.38452e-05 5.3831e-05 4.8981e-05 5.4767e-05 6.25255e-05 4.15381e-05 4.18852e-05 9.25209e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -1.0000000180025095e-35 -0.078884999999999997 -0.115685 0.17888000000000001 -0.00072999999999999985
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 6 5 -7 7 -9 -10
leaf_value=-0.00043460136362476269 -0.00025549443286313508 0.00039157547335929042 0.00039856328939356483 0.00010536733894062654 8.1164493592979946e-06 0.00065732260760936094 -0.00013460506457096328 2.5356566987113329e-05 -0.0008801542173594364
leaf_weight=0.001064273368677481 0.0010202182692972258 0.001164465491338809 0.0010953980027146428 0.001434493216892594 0.0013158196551595871 0.001006760710975616 0.0016790586115164494 0.0011678781673501522 0.0010340755947569984
leaf_count=520 332 308 346 194 438 252 999 238 283
internal_value=0 3.19609e-05 -1.09724e-05 -6.27845e-05 0.000123186 0.000289526 -0.000179737 -0.000285117 -0.000418761
internal_weight=0 0.0109182 0.0097537 0.0086583 0.0033428 0.00232258 0.00531551 0.00388101 0.00271313
internal_count=3910 3390 3082 2736 1022 690 1714 1520 1282
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=8
num_cat=0
split_feature=50 4 2 3 0 15 0
split_gain=1.84609e-05 3.38224e-05 6.77273e-05 5.24022e-05 4.90109e-05 6.15828e-05 3.02604e-05
threshold=0.07992500000000001 0.28937500000000005 0.11339500000000001 0.10666500000000002 -0.073129999999999987 -0.091274999999999981 0.047345000000000005
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=0.0047405221975009397 -0.012972718351118545 0.014065899753133163 -0.025220268750436148 0.021426209686853766 0.018330384594328328 -0.023909776868822973 -0.0044016716523778993
leaf_weight=0.0014179628835225822 0.0010002238418225966 0.001702566315965744 0.001041328790358528 0.0011689900306021128 0.0013875474441973636 0.0015932027217261597 0.0010132005240361674
leaf_count=448 755 396 328 72 326 1401 184
internal_value=0 0.00132291 -0.00152348 0.00222618 -0.00192108 -0.0104183 0.00873665
internal_weight=0 0.0093248 0.00762223 0.0065809 0.00541191 0.00301117 0.00240075
internal_count=3910 3155 2759 2431 2359 1849 510
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=8
num_cat=0
split_feature=159 2 151 1 2 12 3
split_gain=1.69091e-05 2.6679e-05 5.94417e-05 5.78226e-05 8.6814e-05 5.27247e-05 8.38992e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 -0.0088999999999999982 0.10521500000000002 0.10393500000000001 0.097345000000000015 -1.0000000180025095e-35
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=-0.011780877387640486 -0.030293482257845668 -0.012394691429806801 0.016898082539728364 0.027933206803890762 -0.018684883289188711 0.012664797639383302 0.0074605803360310767
leaf_weight=0.0010988417998839947 0.0013517284452580151 0.00139471725948212 0.0017905035517652543 0.0014140882253902394 0.0011111635908446905 0.0010915887304709685 0.0010426300952260912
leaf_count=633 1038 436 802 329 364 157 151
internal_value=0 0.0013442 0.00555244 0.0113524 0.00327195 -0.00554948 -0.0138534
internal_weight=0 0.00919642 0.00571047 0.00431576 0.00290167 0.00348595 0.00239436
internal_count=3910 3277 1931 1495 1166 1346 1189
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=8
num_cat=0
split_feature=47 43 52 16 15 1 4
split_gain=1.8364e-05 4.50377e-05 4.9009e-05 3.17968e-05 6.86149e-05 6.99077e-05 0.000120731
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.081265000000000018 -0.0071449999999999994 0.11167500000000001 0.015635000000000003
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=0.020576690292880992 -0.012399243058759019 -0.013932367896825726 -0.015477586582589152 -0.013195755463290821 0.021953741378157865 -0.021389412022731872 0.032732143812330215
leaf_weight=0.0010803770964314752 0.0010779097472175285 0.0011562963766494642 0.0018458838314984079 0.0010085293796410618 0.0018093608122250289 0.0012152321704119035 0.0010651622358773506
leaf_count=248 179 561 1103 518 773 255 273
internal_value=0 0.0013982 -0.00115967 0.0030659 0.00619213 -0.0021061 0.00844269
internal_weight=0 0.00918084 0.00810046 0.00625458 0.00524605 0.00343669 0.00222146
internal_count=3910 3731 3483 2380 1862 1089 834
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=9
num_cat=0
split_feature=147 15 51 0 2 2 48 1
split_gain=3.64274e-05 4.21249e-05 4.20277e-05 5.64363e-05 6.37359e-05 6.30135e-05 4.15715e-05 3.02035e-05
threshold=0.087265000000000023 -0.26361999999999991 0.077145000000000005 0.076335000000000014 0.11165000000000001 0.092745000000000008 0.091555000000000011 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 -3
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=0.00033671563398217656 0.00034173693868621332 -0.00045318088981870089 -0.00011178101492887384 0.0001606334566489555 -0.00067094855184939082 0.00027954854774964318 0.00044989905673341535 -9.626978521428912e-05
leaf_weight=0.0010292751657640263 0.0010557202910527275 0.0017249344057457057 0.0010100577382274958 0.0017483630796504487 0.0010800186344050626 0.0010541072056719021 0.0010164209773503173 0.0019332688048561775
leaf_count=289 191 1618 398 160 300 504 165 285
internal_value=0 -4.02008e-05 -8.0751e-05 -0.000148122 -0.000241317 -0.000142849 0.000169941 -0.000264562
internal_weight=0 0.0105964 0.00956717 0.00754069 0.00579233 0.00471231 0.00202648 0.0036582
internal_count=3910 3719 3430 2867 2707 2407 563 1903
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=8
num_cat=0
split_feature=49 15 16 133 15 4 52
split_gain=1.71892e-05 5.47742e-05 3.53192e-05 2.86252e-05 5.57131e-05 4.68122e-05 8.28992e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.071660000000000015
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=0.021498123492623342 -0.018515849655268972 -0.0070571702991865581 -0.017283771700850752 -0.013386870663476921 -0.021981507163115855 0.019940528746423315 0.017087169371669864
leaf_weight=0.0013066419841698859 0.0011636841475805527 0.0013824643228863922 0.0010193870623226272 0.0012152656314157757 0.0010262195286033615 0.0019783562332690613 0.0011537012023491329
leaf_count=228 261 331 287 1189 561 496 557
internal_value=0 0.0068179 -0.00249172 0.000425102 0.00366695 0.00880295 -0.0013048
internal_weight=0 0.00268911 0.00755661 0.00639293 0.00517766 0.00415828 0.00217992
internal_count=3910 559 3351 3090 1901 1614 1118
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=8
num_cat=0
split_feature=42 51 12 12 1 16 3
split_gain=1.72523e-05 3.22892e-05 3.64651e-05 4.6799e-05 8.22704e-05 6.49619e-05 5.88129e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.090585000000000013 0.094695000000000015 -0.067969999999999989 0.11265500000000002
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=-0.010575708082300914 -0.012924305559136942 0.0061086349395748796 -0.01078943584032825 0.025766158451281735 0.031738474580134193 -0.026889033141764152 0.0019722193758239174
leaf_weight=0.0013497200084678076 0.0013113742519138532 0.0012010618624694455 0.0013544946171214654 0.0011258860092791395 0.0011968473683147006 0.0011854897821572115 0.0014903244404556079
leaf_count=1060 521 487 274 458 344 526 240
internal_value=0 0.00156026 0.00407475 0.00732228 0.00322949 -0.0102825 0.0152299
internal_weight=0 0.00886548 0.0075541 0.00619961 0.00507372 0.00238655 0.00268717
internal_count=3910 2850 2329 2055 1597 1013 584
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=8
num_cat=0
split_feature=132 13 3 2 1 43 2
split_gain=2.88968e-05 5.30787e-05 4.62766e-05 6.85469e-05 4.59829e-05 4.39653e-05 3.18031e-05
threshold=0.079995000000000011 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.099595000000000017 -1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 6 -1 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-3.8907007696761335e-06 0.00030814845829045794 -0.00063222029825046042 -2.9570358433540393e-05 -0.00038111091793508844 0.00049368681325858202 -7.6445053559877173e-05 0.00035680573315396725
leaf_weight=0.0019601671137771406 0.0010265861863117997 0.001148467795103701 0.0020008754883989038 0.0014480335854242478 0.0011232385267212846 0.001045311799823743 0.0013866759905539257
leaf_count=843 399 981 409 292 258 395 333
internal_value=0 -3.7116e-05 -0.000131199 -2.40414e-05 0.000177369 -0.0003674 0.000128591
internal_weight=0 0.0101128 0.00702936 0.00483559 0.00308341 0.00219378 0.00338755
internal_count=3910 3511 2410 1034 1101 1376 742
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=11
num_cat=0
split_feature=484 41 150 3 1 49 0 16 4 15
split_gain=0.000141704 5.39245e-05 9.1573e-05 0.000109179 6.43783e-05 5.4555e-05 5.44835e-05 5.40147e-05 4.98699e-05 6.55053e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.10113500000000002 -0.053904999999999988 -0.032484999999999993 -0.057604999999999996 0.053925000000000008 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -6 -10
right_child=1 -3 -4 4 8 6 -8 -9 9 -11
leaf_value=-0.00070695692956750404 0.00065997480705648611 -0.00037907379112836243 -0.00044730476379127424 -0.0004786923862409475 0.0005932209620259269 -0.00011821194923134625 -0.00033209211697969875 0.00050524795826161536 0.00041080790949239054 -0.00025168993966802122
leaf_weight=0.0010252851759121303 0.0014208968190667611 0.0010040028380314319 0.0010641328234334809 0.0010600054753803385 0.0011838609717868386 0.0010039031549881326 0.0010465711188116641 0.001142039832202292 0.0012153190803495736 0.0010870619771404608
leaf_count=627 229 191 142 183 289 1159 114 636 259 81
internal_value=0 5.45512e-05 9.71343e-05 0.000160385 6.86565e-05 -9.32705e-05 3.47005e-05 0.000213584 0.000266175 9.80116e-05
internal_weight=0 0.0112278 0.0102238 0.00915966 0.00773876 0.00425252 0.00319251 0.00214594 0.00348624 0.00230238
internal_count=3910 3283 3092 2950 2721 2092 1909 1795 629 340
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=8
num_cat=0
split_feature=0 1 16 0 12 1 0
split_gain=1.63424e-05 3.32137e-05 3.10971e-05 4.94331e-05 4.58509e-05 3.55083e-05 9.73543e-06
threshold=0.055865000000000005 0.076710000000000014 -0.110495 -0.15713499999999997 0.051320000000000005 0.094485000000000013 -0.10303999999999998
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=-0.015123021864384946 0.0086419115581584018 -0.0059444724852359115 -0.012065357804722966 0.021557078527436317 -0.022121774162413246 0.0029115062656982927 0.016844671366953397
leaf_weight=0.001548257668253253 0.0017860538802368297 0.0011589326895894976 0.0011662382705627935 0.0014989041925776085 0.0010707865005580271 0.0010030628050151525 0.0010028663664332273
leaf_count=1921 255 181 179 322 716 143 193
internal_value=0 -0.00188625 0.00108355 0.0095652 -0.00422946 0.00181021 0.00987741
internal_weight=0 0.00844905 0.00690079 0.00265784 0.00424295 0.00317217 0.00200593
internal_count=3910 3655 1734 503 1231 515 336
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=8
num_cat=0
split_feature=47 4 1 1 16 1 12
split_gain=1.65216e-05 3.72487e-05 5.66785e-05 5.10309e-05 3.46922e-05 5.71528e-05 6.76546e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.11198000000000001 -0.094359999999999986 0.090740000000000015 0.090840000000000018
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=-0.012778918158403905 -0.011756756904146577 -0.0035504682055628452 -0.02412357663117554 0.025739593871835359 -0.012595978999888735 0.023815345553419652 0.017826808370587206
leaf_weight=0.0013236395995971911 0.001077306538017111 0.0011157144150612083 0.0010245957213926996 0.0012740996712588301 0.0020006704265923213 0.001246270370536289 0.0011517910749268456
leaf_count=453 179 189 203 323 1353 546 664
internal_value=0 0.00133686 -0.00246316 0.0120652 0.00141515 0.00568635 -0.00148063
internal_weight=0 0.00913678 0.00674697 0.00238981 0.00572237 0.00439873 0.00315246
internal_count=3910 3731 3219 512 3016 2563 2017
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=8
num_cat=0
split_feature=151 151 52 2 12 13 2
split_gain=1.49493e-05 3.22293e-05 4.15452e-05 6.06568e-05 5.81919e-05 5.54655e-05 4.81457e-05
threshold=-0.086249999999999979 -0.0088999999999999982 0.11401500000000002 0.086875000000000022 0.097345000000000015 -0.090744999999999978 0.11125500000000001
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=0.011297944974882172 -0.016591723109729738 -0.018095804722225082 -0.016610825293076944 0.027396844954577271 0.011793588374256536 0.014296937498502017 -0.013943826492827445
leaf_weight=0.0010439333405796855 0.001202270212788987 0.0017973685140727975 0.0011486482150027929 0.0014623454087276033 0.0010216027887268212 0.0014947944787270227 0.0010126307637876079
leaf_count=351 333 1086 583 230 141 864 322
internal_value=0 -0.00133369 0.000977428 0.00395334 -0.00726381 0.0119187 0.00289183
internal_weight=0 0.00913966 0.00793739 0.00678874 0.00281897 0.00396977 0.00250743
internal_count=3910 3559 3226 2643 1227 1416 1186
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=10
num_cat=0
split_feature=1 123 48 12 4 151 4 16 4
split_gain=4.33036e-05 5.41278e-05 5.9601e-05 8.05529e-05 5.63801e-05 7.32766e-05 0.000110496 6.03244e-05 9.19145e-06
threshold=0.13662500000000002 1.0000000180025095e-35 0.11379500000000002 0.10852500000000001 0.074650000000000008 -0.0074049999999999993 -0.017449999999999997 -0.0041999999999999997 0.28937500000000005
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=0.00032874377624117945 0.00037145315826631281 0.0003663005795355019 -0.0005451151974328706 -0.00054989765133989417 0.00017385901432057568 -0.00036838816394608141 -0.00069480125331297681 0.00022280164107849838 0.00043711950981235317
leaf_weight=0.0013109388488034522 0.0010400059464879376 0.001088808734038378 0.0010117301593247597 0.001050798988608677 0.0010023666355234327 0.0010441316656116591 0.0012323996528971013 0.0018207494930487335 0.0010377897045585572
leaf_count=409 225 276 122 254 202 1125 645 507 145
internal_value=0 -4.78212e-05 -9.52299e-05 -4.16762e-05 3.00225e-05 -7.47547e-05 -0.000203855 7.33721e-06 0.000307775
internal_weight=0 0.0105997 0.00951091 0.00849917 0.00744838 0.00540822 0.00409728 0.00286488 0.00204016
internal_count=3910 3685 3409 3287 3033 2686 2277 1632 347
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=9
num_cat=0
split_feature=50 133 16 16 52 49 43 13
split_gain=2.87325e-05 4.88618e-05 5.25493e-05 0.000100262 9.68466e-05 7.62113e-05 7.31012e-05 4.68936e-05
threshold=0.086465000000000014 0.088055000000000008 -0.0099649999999999982 -0.072804999999999981 -0.07125999999999999 -0.029304999999999998 -0.074254999999999988 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 -7
right_child=-2 -3 4 -5 -6 7 -8 -9
leaf_value=0.00039983663346370926 -0.00031765673121879914 -0.00036929755946816134 0.00032119817520867046 -0.00059741906684974456 0.00061643108996845713 0.00015251672909450875 -0.0004064743881982705 -0.00037594781510722386
leaf_weight=0.0017342371562276172 0.0010147399574632491 0.0010637417923202832 0.001128921783931511 0.0010361790984624725 0.0016085876961318287 0.0012031939087480772 0.0010017738567405926 0.0013929459704230649
leaf_count=218 715 715 273 350 385 360 337 557
internal_value=0 2.8356e-05 7.48098e-05 -4.9527e-05 0.000253256 8.15734e-05 -2.09264e-05 -0.000131028
internal_weight=0 0.0101696 0.00910584 0.00536656 0.00373928 0.00433038 0.0021307 0.00259614
internal_count=3910 3195 2480 1485 995 1135 610 917
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=9
num_cat=0
split_feature=50 484 1 52 457 3 43 43
split_gain=3.48246e-05 5.97493e-05 3.51123e-05 5.30667e-05 7.36104e-05 0.00012837 8.64996e-05 4.90949e-05
threshold=0.086465000000000014 0.085515000000000022 0.12485500000000001 -0.089799999999999977 0.041935000000000007 0.090325000000000003 -0.00059999999999999995 -0.15109999999999998
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=-0.00045401525191184555 -0.00035107440359198117 0.00044367899825706683 0.00024855306583763172 0.0001096088319839602 0.00041726415160053967 -0.00060560768071552039 0.0003923597214772556 -0.00049703994470380966
leaf_weight=0.0012230447605957552 0.001031413510518127 0.0011723308342190446 0.0015003595998313258 0.0010138995091532534 0.0012580511187321132 0.0014584416760196062 0.00179202540394255 0.0010379287978902691
leaf_count=587 715 386 259 157 200 103 504 999
internal_value=0 2.65713e-05 -2.61001e-05 -7.90434e-05 -9.13747e-06 -0.000110308 7.76197e-05 -0.000197268
internal_weight=0 0.0104561 0.00928375 0.00778339 0.00656035 0.0053023 0.00384385 0.00205183
internal_count=3910 3195 2809 2550 1963 1763 1660 1156
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=8
num_cat=0
split_feature=51 49 3 52 3 1 52
split_gain=1.51715e-05 2.61017e-05 5.42127e-05 5.02321e-05 7.55382e-05 3.20005e-05 2.87204e-05
threshold=-0.09021499999999999 -0.029304999999999998 -0.0026499999999999996 0.067395000000000024 -0.080884999999999985 0.096035000000000023 0.11401500000000002
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=0.0093482551227105776 0.0221114529141332 -0.031886890108234603 -0.007523742606641382 0.014575232226557709 0.0099207476054414927 -0.013245607436829378 -0.0067718870086513052
leaf_weight=0.0014702347151944435 0.0012169522513746167 0.0013051748921824365 0.0012527029969377724 0.0015032568062621128 0.0011620700555350105 0.0012246410204285237 0.0010852428938730478
leaf_count=515 337 872 173 680 455 327 551
internal_value=0 -0.00163036 0.00707936 -0.00505531 -0.0125439 -0.0019661 0.00562533
internal_weight=0 0.00875004 0.00246966 0.00628039 0.00369189 0.00238671 0.0025885
internal_count=3910 3395 510 2885 1654 782 1231
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=9
num_cat=0
split_feature=2 52 52 150 3 0 0 3
split_gain=1.59592e-05 5.34928e-05 5.08792e-05 5.80397e-05 3.83371e-05 3.49646e-05 5.22049e-05 5.05265e-05
threshold=0.10946500000000002 0.06136500000000001 0.084890000000000007 0.086420000000000011 0.11476000000000001 -0.13027499999999997 -0.084074999999999997 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 -1 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.022269393905891017 0.010289874272461114 0.024655342767216405 -0.018403511529292753 -0.018325065922534214 -0.017192976896232226 -0.015071456134789532 0.026215579941513981 -0.0046754131828452622
leaf_weight=0.001126091520860554 0.0010196842971636349 0.0010226345806122906 0.0015903994736009494 0.0011314149888913974 0.0010106337644051955 0.0011728619351752518 0.0010909447614919599 0.001028825469097055
leaf_count=222 388 213 1032 254 166 682 693 260
internal_value=0 0.00600403 -0.00263453 0.00188409 -0.0033903 0.00705865 0.00185652 0.0112227
internal_weight=0 0.00305295 0.00714054 0.00555014 0.00203032 0.00441872 0.00329263 0.00211977
internal_count=3910 767 3143 2111 554 1857 1635 953
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=10
num_cat=0
split_feature=484 15 1 4 4 151 2 16 16
split_gain=0.000149746 6.40032e-05 6.45906e-05 0.00011423 7.37426e-05 5.71481e-05 9.58358e-05 4.91724e-05 3.66951e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0025899999999999994 -0.41745999999999994 -0.0088999999999999982 0.089910000000000004 -0.15168999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 8 -3 -7
right_child=1 7 3 5 -6 6 -8 -9 -10
leaf_value=-0.00083479768665927997 0.00012956356139511686 -5.0280029207918297e-05 0.00056387295355207854 -0.0004129398604117692 -0.00055185790560785986 -0.00042089295194265678 0.00047920636253638159 -0.00065042025191858015 9.0058165801236548e-05
leaf_weight=0.0010288277235663097 0.001098247106280779 0.001015963035468137 0.0016753570634461899 0.0011461403855039538 0.0013750786893948785 0.0011095213420204697 0.0014519331945092003 0.0010859622912580092 0.0010534993655356819
leaf_count=627 50 102 458 161 720 167 247 1249 129
internal_value=0 -5.25719e-05 2.00351e-05 0.000123525 -0.000249282 -3.14266e-05 8.95342e-05 -0.000360343 -0.000172034
internal_weight=0 0.0110117 0.00890978 0.00643645 0.00247333 0.00476109 0.00361495 0.00210193 0.00216302
internal_count=3910 3283 1932 1162 770 704 543 1351 296
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=9
num_cat=0
split_feature=484 15 51 52 42 3 16 2
split_gain=0.00017191 6.31378e-05 7.82558e-05 8.74081e-05 8.90819e-05 0.000112682 6.02534e-05 5.30916e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.09021499999999999 0.11110500000000002 1.0000000180025095e-35 -0.023079999999999996 -0.15168999999999996 0.10571000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3 -7
right_child=1 6 3 -5 -6 7 -8 -9
leaf_value=-0.00076764864386468326 0.00055904076266546953 9.5971317291517475e-05 0.00055370760561269255 0.00051332461574270694 -0.00040235737100340866 0.00011475542289178281 -0.00055691641988260239 -0.00039927837121484004
leaf_weight=0.001054638501624002 0.0013925017047126701 0.0010542733272950779 0.0014747664883369162 0.0013258656820132018 0.0018546336820377289 0.0018277957331448045 0.0011216347241798574 0.0013380064321548185
leaf_count=627 355 102 339 294 548 231 1249 165
internal_value=0 5.98328e-05 0.000130779 5.45291e-05 -3.91248e-05 0.000106043 -0.000240579 -0.000102498
internal_weight=0 0.0113895 0.00921357 0.00782107 0.0064952 0.00464057 0.00217591 0.0031658
internal_count=3910 3283 1932 1577 1283 735 1351 396
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=8
num_cat=0
split_feature=124 484 160 13 12 0 49
split_gain=1.5701e-05 2.70235e-05 7.46246e-05 4.86296e-05 6.63793e-05 5.37816e-05 3.33802e-05
threshold=-0.048219999999999992 0.084225000000000008 -1.0000000180025095e-35 -0.083514999999999992 0.091475000000000015 -0.053834999999999994 -0.0019649999999999997
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=0.011725549180611659 -0.028709876606716374 0.013374687214271397 0.028003568780519912 -0.010653398596252944 -0.0058484672174231008 -0.020649805473484561 0.010165595653698983
leaf_weight=0.0010030922002309756 0.0010208026250739131 0.0010852699593182956 0.0012306314309535593 0.0012796923473038025 0.001094342585853503 0.0015815408497296748 0.0019341272511798713
leaf_count=319 742 438 505 206 137 348 1215
internal_value=0 -0.00144803 -0.00342401 0.000201088 0.0120697 -0.00555329 0.0018758
internal_weight=0 0.00922641 0.00814114 0.00712033 0.00232497 0.00479536 0.00321382
internal_count=3910 3591 3153 2411 642 1769 1421
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=10
num_cat=0
split_feature=147 11 3 16 1 1 1 15 0
split_gain=2.3978e-05 4.75626e-05 6.95153e-05 4.9637e-05 4.34045e-05 5.26449e-05 5.6756e-05 4.93633e-05 4.34146e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 0.094485000000000013 0.11183500000000002 0.13084000000000004 -0.0058549999999999991 -0.040094999999999992
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=0.00045690519377068962 0.00028038679788615096 -0.00042775073666146486 -0.00046443671601226704 -0.00044809132755382642 0.0005064515785899174 -0.00030908349356876825 0.00031417584006735772 0.000297863050922148 -0.00026002320253349417
leaf_weight=0.0011647425480818029 0.0010103351356858708 0.0010678586912434588 0.0010002635330817232 0.0013270595511678091 0.0011307624720557513 0.0011788093577566202 0.0010731056373551005 0.0011287886770602177 0.0010217233516396544
leaf_count=144 191 269 337 1004 331 190 145 1197 102
internal_value=0 -3.64388e-05 9.86082e-06 -5.63806e-05 3.1163e-06 0.000161254 -1.20816e-05 -0.000150706 3.28074e-05
internal_weight=0 0.0100931 0.00902526 0.00786051 0.00686025 0.00338268 0.00225191 0.00347757 0.00215051
internal_count=3910 3719 3450 3306 2969 666 335 2303 1299
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=8
num_cat=0
split_feature=3 1 12 47 4 15 4
split_gain=1.59617e-05 2.71074e-05 4.08274e-05 5.51768e-05 7.95232e-05 6.34277e-05 3.56832e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999 -0.15796999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.011016151844287926 0.0025775766660580094 0.017192599654762851 -0.017558670830888534 -0.020113828209800587 -0.0024615087375409869 0.030621460971501063 -0.019447778427123859
leaf_weight=0.0011384540738739049 0.0013535013967635829 0.0014090066207091195 0.001119134552852057 0.0012604160465865487 0.0011050374615231735 0.0012186019259431465 0.0016111199695793364
leaf_count=259 111 440 622 237 98 123 2020
internal_value=0 -0.00154531 0.00226064 -0.00221275 0.00434092 0.0148884 -0.00939208
internal_weight=0 0.00907682 0.0061122 0.00470319 0.00344277 0.00232364 0.00296462
internal_count=3910 3651 1520 1080 843 221 2131
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=9
num_cat=0
split_feature=48 48 51 2 40 51 13 2
split_gain=4.29731e-05 6.50799e-05 4.6578e-05 9.21587e-05 7.70506e-05 6.12379e-05 0.000102655 3.87123e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 -0.09021499999999999 -0.083514999999999992 0.088485000000000022
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=-0.00054673933361583989 -0.00039273054649447629 0.00048044744201066917 -0.00036167224436723885 0.00051036673653560979 0.0004350139560148557 0.00034834685380519124 -0.00011351542802328098 -0.00058242455877141489
leaf_weight=0.0010524421402413617 0.0010139605537319149 0.0011028127222314039 0.0013389522304252397 0.0013025976408708086 0.001148848289027506 0.0014699314406816954 0.0018214538253144628 0.0010772533755591751
leaf_count=214 161 279 419 424 322 683 874 534
internal_value=0 3.03076e-05 -2.35838e-05 3.3918e-05 -6.05459e-05 3.21938e-05 -7.37383e-05 -0.000287777
internal_weight=0 0.0103143 0.00921148 0.00787253 0.00656993 0.00551749 0.00436864 0.00289871
internal_count=3910 3749 3470 3051 2627 2413 2091 1408
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=8
num_cat=0
split_feature=11 4 3 1 2 2 52
split_gain=1.41891e-05 2.63186e-05 4.43606e-05 5.47521e-05 2.78399e-05 3.95012e-05 1.83651e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.115685 0.090820000000000012 1.0000000180025095e-35 0.11230000000000001 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 -4
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.025208236724808066 -0.010974610980574078 -0.013359051280510556 -0.017756813103709693 0.018571833682439608 0.014073923876837535 -0.0090897148070323928 0.00091495482569750825
leaf_weight=0.0010075118249523499 0.0010797476388547103 0.0018949995454374739 0.0010528261900136784 0.0011688705276869642 0.0014334566100410082 0.0015135279612368295 0.0010542639147217757
leaf_count=114 279 340 920 531 509 413 804
internal_value=0 0.00114809 0.00685785 0.00121425 -0.00390306 0.00217742 -0.00841456
internal_weight=0 0.00912546 0.00428347 0.00327596 0.00484198 0.00294698 0.00210709
internal_count=3910 3631 2369 2255 1262 922 1724
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=10
num_cat=0
split_feature=147 0 42 150 0 16 133 13 15
split_gain=2.69669e-05 4.73521e-05 5.40987e-05 6.55484e-05 5.4722e-05 9.88511e-05 4.14937e-05 4.23821e-05 6.66196e-05
threshold=0.087265000000000023 -0.075584999999999986 0.085330000000000003 0.082085000000000019 -0.15713499999999997 -0.083564999999999987 1.0000000180025095e-35 0.11202500000000001 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -3
right_child=-2 6 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00057701105902946339 0.00028768176377026066 0.00042841130967421993 -0.0005657099006905527 0.00031194837982559555 0.00039706070077973288 -0.00041964853566191354 -0.00018868937474408369 0.00054283069108470303 -0.00026701275527700751
leaf_weight=0.0010900233070228809 0.0010219769250586841 0.0010110526286033004 0.0010571974173011669 0.0012383097836677339 0.0010565219745906514 0.0012367568473953402 0.0013216454751296446 0.0010691032391751017 0.001112238356206971
leaf_count=156 191 274 987 197 515 686 482 108 314
internal_value=0 -4.64156e-05 -0.000165569 -7.40362e-05 -0.000215309 -4.33876e-05 0.000103483 0.000224442 6.4129e-05
internal_weight=0 0.0101928 0.00567881 0.00462161 0.0033833 0.00229328 0.00451404 0.00319239 0.00212329
internal_count=3910 3719 2541 1554 1357 1201 1178 696 588
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=9
num_cat=0
split_feature=50 15 133 12 160 43 0 2
split_gain=3.2195e-05 5.18539e-05 3.37114e-05 6.53312e-05 6.61758e-05 5.24918e-05 5.44132e-05 5.15246e-05
threshold=0.086465000000000014 -0.24219999999999997 0.087895000000000015 -0.036459999999999992 0.087825000000000014 -0.074254999999999988 -0.070894999999999986 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=0.00043591658439954612 -0.00034106283543799146 -0.00044245740503938907 -0.00034944322215675947 7.0291014524956929e-05 -0.00035446716138514924 0.00024144938001707968 0.00068515763412570685 -0.00022676997832541415
leaf_weight=0.0010678454982519228 0.001002718541571134 0.0010134287471207943 0.0010603783591608138 0.0010046340349743352 0.0010852547441467528 0.0019756099767367962 0.0012318651181955963 0.0016652423533965346
leaf_count=278 715 231 672 376 238 822 141 437
internal_value=0 2.73038e-05 -2.09825e-05 2.26848e-05 9.03877e-05 0.00017253 0.00040896 2.72966e-05
internal_weight=0 0.0101043 0.00903641 0.00797603 0.00696261 0.00587735 0.0022365 0.00364085
internal_count=3910 3195 2917 2245 2014 1776 517 1259
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=8
num_cat=0
split_feature=4 15 15 48 49 0 3
split_gain=1.57172e-05 3.55591e-05 2.96424e-05 4.91733e-05 3.88886e-05 7.87005e-05 5.68522e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.095799999999999982 0.091555000000000011 -0.006494999999999999 -0.083564999999999987 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.018273717531615809 0.016462574859336034 -0.0064949588142036684 -0.019449066349201682 0.018787093514958091 0.023414383379935424 -0.025183017698039486 0.0032932794546590982
leaf_weight=0.0010285653679684209 0.001531387667331682 0.0012060210101365845 0.0012530275417861926 0.0011463496980380515 0.0011088319212078871 0.0011514289226001991 0.001792615017070678
leaf_count=392 348 201 421 240 856 1007 445
internal_value=0 0.00634817 -0.00250769 5.5959e-06 -0.00405218 0.000708076 -0.00784393
internal_weight=0 0.00273741 0.00748082 0.00645225 0.0053059 0.00405288 0.00294404
internal_count=3910 549 3361 2969 2729 2308 1452
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=9
num_cat=0
split_feature=484 15 52 51 42 3 4 16
split_gain=0.000117469 5.92007e-05 6.74936e-05 9.68364e-05 9.25669e-05 0.000105455 6.69579e-05 5.57856e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11110500000000002 -0.09021499999999999 1.0000000180025095e-35 0.11818000000000002 -0.0025899999999999994 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -3
right_child=1 7 -4 4 -6 -7 -8 -9
leaf_value=-0.00064966743729365651 0.00054694485805166591 8.3227930386658606e-05 0.00050263746176726213 0.00065157990965521964 -0.00042485437253241579 -0.00034447471286889352 6.2550404788257481e-05 -0.00055030817217363093
leaf_weight=0.0010092661923245894 0.0012304139315402413 0.0010331917117169251 0.0014705024489219277 0.001247611412939367 0.0018385941907219771 0.0014211759614469015 0.001830734295128958 0.0011068058923327725
leaf_count=627 325 102 324 235 548 156 344 1249
internal_value=0 4.88184e-05 0.000118247 4.35628e-05 -5.41584e-05 9.73153e-05 0.000301276 -0.000244437
internal_weight=0 0.011179 0.00903903 0.00756853 0.00633812 0.00449952 0.00307835 0.00214
internal_count=3910 3283 1932 1608 1283 735 579 1351
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=8
num_cat=0
split_feature=51 52 52 16 52 43 12
split_gain=1.4489e-05 2.78229e-05 5.51358e-05 3.38777e-05 4.84051e-05 3.79235e-05 2.68587e-05
threshold=-0.09021499999999999 -0.087604999999999988 -0.048794999999999991 -0.055679999999999993 0.10062000000000001 -0.019509999999999996 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0090649452831783883 -0.016763160755419424 0.019725767217058571 0.016222260026494163 -0.029105674373624824 0.00084700644891962302 0.0031244674535413101 -0.016388374114147227
leaf_weight=0.0014680602722101478 0.0010718643497541879 0.0012421282250984246 0.0012872860011101219 0.0010347099081672974 0.0011274056462469021 0.0018527946748778756 0.001139106454136525
leaf_count=515 508 289 784 428 288 294 804
internal_value=0 -0.00167023 0.000435288 -0.00328465 -0.0134873 0.00187035 -0.00430466
internal_weight=0 0.0087553 0.00768343 0.0064413 0.00216212 0.00427919 0.0029919
internal_count=3910 3395 2887 2598 716 1882 1098
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=10
num_cat=0
split_feature=484 150 1 1 3 133 43 1 12
split_gain=0.00015145 6.1169e-05 7.18965e-05 7.36103e-05 7.12754e-05 6.93279e-05 5.09643e-05 5.09048e-05 4.57056e-05
threshold=-1.0000000180025095e-35 0.11398500000000002 0.10752500000000002 0.096230000000000024 0.11265500000000002 0.087330000000000019 -0.077544999999999989 0.076710000000000014 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 -2 -8 -4
right_child=1 -3 4 -5 -6 -7 7 -9 -10
leaf_value=-0.00073473133265399926 0.00047094710128337951 -0.00036113982175893614 0.0008644187072206844 -0.00048729869883916139 -2.0714048912891798e-06 -0.00037997737861841091 -0.00026362326401973641 0.00027126206008659269 0.00028818634548001071
leaf_weight=0.0010079775050829852 0.0015555060862456134 0.001191120289382226 0.0010039913655688422 0.0010608980651220876 0.0014605788281112889 0.0010257734876685312 0.0012587381711664557 0.0014983416754450296 0.0011191190145281166
leaf_count=627 437 155 269 285 201 639 771 380 146
internal_value=0 5.88527e-05 0.000108964 -1.55601e-05 0.000331323 7.8189e-05 0.000187167 2.70615e-05 0.000560679
internal_weight=0 0.0111741 0.00998295 0.00639926 0.00358369 0.00533836 0.00431259 0.00275708 0.00212311
internal_count=3910 3283 3128 2512 616 2227 1588 1151 415
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=8
num_cat=0
split_feature=3 49 2 4 49 15 2
split_gain=1.44205e-05 2.23032e-05 4.07324e-05 4.00329e-05 5.51594e-05 0.000111691 0.000127811
threshold=-0.15464999999999998 1.0000000180025095e-35 0.11260500000000001 -0.10647999999999999 -0.07107999999999999 -0.095799999999999982 0.083585000000000007
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=0.010478065664168862 -0.017718401663568081 -0.012276098415763319 0.015849617555369722 -0.016931576631911416 -0.015756655844774974 -0.0025323496478214468 0.045416872679613557
leaf_weight=0.0011406530187257841 0.001385569696985273 0.0015736478562184165 0.001453719457528522 0.0011926568872280686 0.0012638130800185403 0.0011103964417088579 0.0011132464814863274
leaf_count=259 198 831 389 259 242 669 1063
internal_value=0 -0.00145014 0.000815497 -0.00278762 0.0016327 0.0079814 0.021473
internal_weight=0 0.00909305 0.0075194 0.00606568 0.00468011 0.00348746 0.00222364
internal_count=3910 3651 2820 2431 2233 1974 1732
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=9
num_cat=0
split_feature=484 159 47 2 2 150 0 4
split_gain=0.000137545 6.51209e-05 9.7191e-05 6.77324e-05 7.8579e-05 5.97308e-05 8.3632e-05 6.6073e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10561500000000001 0.10113500000000002 0.11542500000000001 0.090480000000000019 -0.060094999999999989 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00067643177658769022 -0.00043477737134582471 0.00046434659774109038 0.00041361953696208731 -0.00057924398935794974 4.7360630462338105e-05 -0.00037099725967027668 0.00057134873004173665 0.00018983761619861198
leaf_weight=0.0010676471759738888 0.0010032278494884802 0.0013472266256283972 0.0018380456832122966 0.0018011451833149649 0.0013433055947927324 0.0010233962525550006 0.0012944572846213835 0.0018551473742551526
leaf_count=627 1185 400 194 373 315 189 171 456
internal_value=0 5.92784e-05 5.55918e-06 -8.45817e-05 -0.000311559 5.33024e-05 0.000157864 -2.93887e-05
internal_weight=0 0.011506 0.0101587 0.00832068 0.00314445 0.00517623 0.00415283 0.00285838
internal_count=3910 3283 2883 2689 688 2001 1812 1641
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=10
num_cat=0
split_feature=147 11 3 16 16 3 12 4 52
split_gain=4.65803e-05 5.65415e-05 8.76713e-05 5.66209e-05 4.37068e-05 4.82706e-05 7.72599e-05 9.20904e-05 6.05524e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.110495 0.13772500000000001 -1.0000000180025095e-35 -0.032604999999999995 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 -9
right_child=-2 -3 3 4 5 -7 7 8 -10
leaf_value=0.00049122862446519323 0.00037965768728130152 -0.00046294413686700793 -0.00049390899013504149 0.00032218261495215621 0.00024944339456315034 0.00029378980860511605 -0.00077984725344769216 0.0002402403879757234 -0.0003795476602398792
leaf_weight=0.0012287622142578619 0.0010862967991818904 0.0011217543944211155 0.0010570269236953719 0.0012700446447732553 0.0012851507016330074 0.0010919584368028045 0.0011102172656520699 0.0011074881891621083 0.0013385110096755758
leaf_count=144 191 269 337 249 270 119 1410 322 599
internal_value=0 -4.66484e-05 2.56374e-06 -7.01268e-05 -7.94077e-06 -7.86046e-05 -0.000162597 -0.000311501 -9.89229e-05
internal_weight=0 0.0106109 0.00948916 0.0082604 0.00720337 0.00593333 0.00484137 0.00355622 0.002446
internal_count=3910 3719 3450 3306 2969 2720 2601 2331 921
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=8
num_cat=0
split_feature=15 484 1 1 150 4 0
split_gain=1.70513e-05 2.99095e-05 3.54391e-05 4.99459e-05 7.3293e-05 7.48404e-05 5.04895e-05
threshold=0.079360000000000014 0.073820000000000011 0.12293500000000002 0.11215000000000001 0.08486500000000001 -0.0010999999999999996 0.076335000000000014
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=0.016241390385499994 -0.01083459411593345 0.016067245025319973 0.012790061141424936 -0.023312833383355651 0.020266257357523802 -0.026736811211005802 -0.012247519621229531
leaf_weight=0.0013370586302630712 0.0012953562221580056 0.0012092750012141652 0.0015307655134285609 0.0011204070955627213 0.0013225312577881056 0.0012811518630386786 0.0011633460132628656
leaf_count=630 1436 417 288 205 235 563 136
internal_value=0 0.00143955 -0.000841345 -0.00419366 3.21926e-06 -0.00708341 0.00298655
internal_weight=0 0.00896454 0.00775526 0.00622449 0.00510409 0.00378156 0.0025004
internal_count=3910 2474 2057 1769 1564 1329 766
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=8
num_cat=0
split_feature=0 1 16 0 12 51 2
split_gain=1.61163e-05 3.6914e-05 3.09931e-05 5.30013e-05 4.01369e-05 3.84712e-05 3.01922e-05
threshold=0.055865000000000005 0.076710000000000014 -0.110495 -0.15517999999999996 0.051320000000000005 0.085845000000000019 0.081615000000000007
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=-0.015846133218925206 0.0085309693244849001 -0.0056007937633241779 -0.0032325047370726579 0.022714885443067181 -0.020934502927798301 -0.014114319669336288 0.020682646481237844
leaf_weight=0.0015542768081905555 0.0017856590320320569 0.0012256924193269954 0.0010074426989544979 0.001434958235415955 0.0010614476943798996 0.0010499544009131426 0.0011090153288891881
leaf_count=1921 255 189 105 314 716 153 257
internal_value=0 -0.00192575 0.00121515 0.00967059 -0.00410597 0.00153531 0.00929894
internal_weight=0 0.00844279 0.00688851 0.00266065 0.00422786 0.00316641 0.00211646
internal_count=3910 3655 1734 503 1231 515 362
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=9
num_cat=0
split_feature=41 160 13 52 2 52 1 4
split_gain=5.65573e-05 7.17395e-05 8.10295e-05 0.000114705 8.40922e-05 7.30423e-05 5.14061e-05 7.66032e-05
threshold=0.075585000000000013 0.091575000000000017 -0.0038299999999999996 -0.013104999999999999 0.10362500000000001 -0.074484999999999982 0.11931500000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 -7
right_child=-2 -3 5 4 -6 6 -8 -9
leaf_value=0.00071288992465091928 -0.00043992424522974364 -0.00044339205076554853 -0.0004501982290415492 0.00035141290133592235 -0.00038021091495796266 -8.5745064277070116e-05 -0.00027345347353743767 0.00050672305635023355
leaf_weight=0.0016069039866502847 0.0010282696861551787 0.0010646237592596671 0.0013733473816316356 0.0014184169424829038 0.0010519585270160475 0.0017963917293464951 0.0012583732424420267 0.0015743491512605519
leaf_count=658 221 355 354 1317 245 499 103 158
internal_value=0 4.06776e-05 9.18051e-05 0.000305113 3.9866e-05 -5.30879e-05 6.47253e-05 0.000190975
internal_weight=0 0.0111444 0.0100797 0.00407728 0.00247038 0.00600246 0.00462911 0.00337074
internal_count=3910 3689 3334 2220 1562 1114 760 657
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=8
num_cat=0
split_feature=150 150 160 1 0 0 2
split_gain=1.52451e-05 4.53352e-05 6.12831e-05 5.75392e-05 4.67294e-05 4.94401e-05 4.73101e-05
threshold=0.11398500000000002 0.08486500000000001 0.041025000000000006 0.12864500000000004 -0.08824499999999999 -0.14293499999999998 0.10113500000000002
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=0.00061132167063041845 -0.011741239561284793 0.020457228501216961 -0.024377265582008242 0.022637759034551608 0.015841603640916604 -0.025735065388362177 -0.0096840833363340071
leaf_weight=0.0015928860261892378 0.0010115330110932767 0.00107855637905573 0.0010128993950882679 0.0011274155731165105 0.0019805641036226237 0.0012883371268567361 0.0011463867377605554
leaf_count=239 161 292 512 255 1496 528 427
internal_value=0 0.0011907 -0.00135947 0.00190791 -0.00198198 -0.0111694 0.00648351
internal_weight=0 0.00922705 0.00814849 0.00713559 0.00600817 0.00288122 0.00312695
internal_count=3910 3749 3457 2945 2690 767 1923
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=8
num_cat=0
split_feature=4 15 16 2 160 4 43
split_gain=1.46507e-05 2.98986e-05 2.69222e-05 4.71533e-05 3.61777e-05 5.12225e-05 5.37906e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.094359999999999986 0.106285 -0.026849999999999995 0.0021050000000000005 -0.073139999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.013376128671504728 0.015402960602554156 -0.0056375649393036924 0.011384578247134847 0.016779930167197366 -0.0037373765400875053 0.0082953942134144452 -0.035331923376157058
leaf_weight=0.0017138690330206277 0.0015392909995342269 0.0012033231402016626 0.0011025141305444105 0.0014115157788959602 0.0011583013070235492 0.0010714433936571247 0.0010076479517927624
leaf_count=501 348 201 662 482 593 180 943
internal_value=0 0.00617142 -0.00237516 0.000903027 -0.00426079 -0.00958892 -0.0184359
internal_weight=0 0.00274261 0.00746529 0.00575142 0.00433991 0.00323739 0.00216595
internal_count=3910 549 3361 2860 2378 1716 1536
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=7
num_cat=0
split_feature=0 151 150 0 16 3
split_gain=1.52183e-05 3.4991e-05 3.96154e-05 3.99266e-05 7.45693e-05 2.19976e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.082965000000000025 -0.11756999999999999 -0.018539999999999997 0.092005000000000017
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=-0.0025577327965987215 0.0083355208893961391 -0.019094885431421901 0.015263346768174611 0.019831288522750238 -0.0093526165611868533 -0.021953819176406021
leaf_weight=0.0010686893670967762 0.0017769155872920566 0.0010321662680995687 0.0014683020643016815 0.001575815610774568 0.0019701785253522534 0.0012911548128870687
leaf_count=255 255 222 346 1658 1021 153
internal_value=0 -0.00185015 0.000563609 -0.00309102 0.00361651 -0.01317
internal_weight=0 0.00840631 0.00737414 0.00590584 0.00354599 0.00235984
internal_count=3910 3655 3433 3087 2679 408
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=9
num_cat=0
split_feature=48 48 151 150 1 2 13 3
split_gain=4.58389e-05 8.59721e-05 5.04481e-05 9.05645e-05 7.68954e-05 7.61567e-05 0.000116694 2.97889e-05
threshold=0.11930500000000001 0.093225000000000016 -0.076429999999999984 0.087235000000000021 0.11198000000000001 0.105395 -0.070604999999999987 -0.0086749999999999969
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=0.00029428910666658023 -0.00039880723680770218 0.00053926346087373761 0.00042871202638455186 -0.00063064558744999597 0.00031838410913010443 -0.00052539040035874771 -0.00048487134006523769 -3.137358580788757e-05
leaf_weight=0.0015880375656342838 0.0010276385185268343 0.0011590292351898691 0.0015229625298309479 0.0010318356015016185 0.0019884519432314465 0.0014023902795211093 0.0012021269678037295 0.0010375050755934024
leaf_count=472 161 279 867 174 380 386 1043 148
internal_value=0 3.434e-05 -2.55396e-05 -8.759e-05 -9.25789e-06 -0.000135396 9.96259e-06 -0.000274789
internal_weight=0 0.0109323 0.00977331 0.00818527 0.00715344 0.00516498 0.00376259 0.00223963
internal_count=3910 3749 3470 2998 2824 2444 2058 1191
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=10
num_cat=0
split_feature=41 42 160 159 0 48 49 4 15
split_gain=7.82095e-05 5.9871e-05 6.85551e-05 7.80112e-05 8.82158e-05 0.000172672 8.96382e-05 7.91275e-05 7.31307e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 0.091575000000000017 -1.0000000180025095e-35 -0.15713499999999997 0.086065000000000016 -1.0000000180025095e-35 -0.23071499999999998 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -9
right_child=-2 2 -4 4 5 -7 7 8 -10
leaf_value=-0.00033069693369103183 -0.00052655650926615232 -0.00035758943811055522 -0.00037631057874830929 -0.00019238792481365784 -0.00030035109514356981 0.0010546423276151719 -0.00012790490061879482 9.4256311472698274e-05 0.00076001943695009613
leaf_weight=0.0014594448452798095 0.0010267955592539518 0.0010099095808388699 0.0010529958788124153 0.0015582876051998557 0.0011546474702144663 0.0010466736138141216 0.0010638410143855559 0.0010304002540719713 0.0016502931979297435
leaf_count=1022 221 475 275 182 257 334 147 325 672
internal_value=0 3.92289e-05 9.56607e-05 0.000154033 0.000222887 0.000331722 0.000177276 0.000324555 0.000504115
internal_weight=0 0.0110265 0.00956705 0.00851405 0.00750414 0.00594586 0.00489918 0.00374453 0.00268069
internal_count=3910 3689 2667 2392 1917 1735 1401 1144 997
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=9
num_cat=0
split_feature=50 15 15 159 2 457 0 16
split_gain=4.70978e-05 7.84157e-05 5.33422e-05 4.90462e-05 9.22589e-05 7.71089e-05 5.02237e-05 3.47449e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.070894999999999986 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00056815897239318868 -0.00039445928666178442 -0.00043003502645507424 0.0001701470595824243 -0.00035169504807995404 -0.00043256508705304911 -0.00020573919260150932 0.00061983805161465878 4.0954076457858953e-05
leaf_weight=0.0010035809600780826 0.0010193867565158271 0.0010277298311434759 0.0019967372391167136 0.0010561497621976957 0.0012963356807085538 0.001090999677290129 0.0018299720262973567 0.0011024073168621768
leaf_count=264 715 286 1311 414 251 135 215 319
internal_value=0 4.71701e-05 -8.45077e-06 4.32983e-05 0.000100317 0.000254095 0.000385194 -0.000214947
internal_weight=0 0.0104039 0.00940033 0.0083726 0.00731645 0.00491771 0.00382671 0.00239874
internal_count=3910 3195 2931 2645 2231 1661 1526 570
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=8
num_cat=0
split_feature=13 47 47 51 48 0 4
split_gain=1.55574e-05 3.31922e-05 6.11368e-05 7.08759e-05 5.28678e-05 8.27219e-05 2.58865e-05
threshold=-0.23438999999999996 0.11669500000000001 0.084695000000000006 0.089005000000000015 0.085090000000000013 -0.11287999999999999 -0.076854999999999993
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=0.010159740582851011 0.023806059702942681 -0.018552066801877268 0.020684212471098681 -0.027061001175481537 -0.019097742506886704 0.0051815384942049299 -0.013662421397603512
leaf_weight=0.0012993420002489703 0.0016470410391826252 0.0010176458460184135 0.0012758066874730611 0.001049635782785714 0.0010395535029495834 0.0014598795156033453 0.0014561313827971625
leaf_count=210 284 164 324 360 273 1026 1269
internal_value=0 -0.00155024 0.000632115 -0.0032136 0.00125416 0.00589073 -0.00422833
internal_weight=0 0.00894569 0.00792805 0.00665224 0.00560261 0.00456305 0.00291601
internal_count=3910 3700 3536 3212 2852 2579 2295
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=8
num_cat=0
split_feature=4 1 42 43 42 3 4
split_gain=1.40252e-05 3.42815e-05 2.60641e-05 5.43579e-05 5.17743e-05 3.77735e-05 3.87079e-05
threshold=0.24280000000000004 0.11235500000000002 -1.0000000180025095e-35 -0.083899999999999988 0.078965000000000021 0.013395000000000002 -0.060264999999999992
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.016480068352310532 -0.0056275606301468221 0.016765223783108681 0.018591100621463241 0.016325397758832471 -0.023224368369076334 -0.019549120156977861 0.0043782313728766417
leaf_weight=0.0011050187135048612 0.0013097498443766105 0.001430207866836689 0.0012784959157906752 0.0011376122539210791 0.001142100828294002 0.0011331849599800275 0.0016761532426295567
leaf_count=972 206 343 500 232 1293 165 199
internal_value=0 0.00606106 -0.00230295 0.000157339 -0.00447368 0.000952074 -0.00527319
internal_weight=0 0.00273996 0.00747257 0.00636755 0.00508905 0.00394695 0.00280934
internal_count=3910 549 3361 2389 1889 596 364
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=9
num_cat=0
split_feature=132 42 43 16 16 0 3 4
split_gain=4.51119e-05 5.93557e-05 6.52976e-05 6.58172e-05 0.000126643 9.503e-05 0.000106969 8.20106e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 0.083940000000000015 -0.063614999999999991 -0.0072149999999999992 -0.15713499999999997 -0.077894999999999978 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -6
right_child=-2 2 -4 4 7 6 -8 -9
leaf_value=-0.00044676190852148634 0.00037318893230345708 -7.5017387019418022e-05 -0.00037222503052002803 -0.00069594878526740356 -0.00030463748873431047 0.00011977588612745283 0.00097056678646394797 0.000361939719319428
leaf_weight=0.0012455357867208203 0.0010973089758358331 0.0019054714091999154 0.0014721110147523477 0.0010300130111156559 0.0011644752338252446 0.0012133794775333589 0.0010684786856500731 0.0018167319574486328
leaf_count=868 395 195 193 453 275 506 370 655
internal_value=0 -4.38821e-05 8.00688e-06 7.62804e-05 -0.000103218 0.00024823 0.000518158 0.000101571
internal_weight=0 0.0109162 0.00967066 0.00819855 0.00401122 0.00418733 0.00228186 0.00298121
internal_count=3910 3515 2647 2454 1383 1071 876 930
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 2
split_gain=4.41882e-05 4.61664e-05 5.30738e-05 5.67609e-05 7.51498e-05 7.09328e-05 5.58737e-05 4.96692e-05
threshold=0.086465000000000014 0.088055000000000008 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 0.10786000000000001 0.094010000000000024
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=-0.00030740346409122469 -0.000390218938272326 -0.00034390652209583721 -0.00015500520094096796 -0.00027178541856528532 -0.00027834945290033583 0.00044018019952825099 0.00067972565293928267 -5.5445725268716031e-05
leaf_weight=0.0012036651331781252 0.0010446730960956751 0.001119752452022592 0.0011447133226056882 0.0011445303796754252 0.0010764243155486491 0.0018917765878700777 0.0016582023521178463 0.0013196910734961575
leaf_count=354 715 715 117 244 366 912 217 270
internal_value=0 3.25273e-05 7.71838e-05 0.000133394 0.000198795 0.000284192 0.000387434 0.000236512
internal_weight=0 0.0105588 0.009439 0.00823534 0.00709081 0.00601438 0.00486967 0.00321147
internal_count=3910 3195 2480 2126 1882 1516 1399 1182
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=10
num_cat=0
split_feature=3 50 15 2 51 4 2 2 12
split_gain=4.66975e-05 7.77853e-05 6.745e-05 6.74669e-05 6.38526e-05 4.20938e-05 6.302e-05 5.65014e-05 4.09339e-05
threshold=0.16699000000000003 0.084340000000000012 -0.16430499999999995 0.11230000000000001 0.077145000000000005 -1.0000000180025095e-35 0.096540000000000015 0.084515000000000021 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=0.00041096703390775701 0.0003701080505267576 -0.00055927036542315642 0.00021568372172889498 -0.00047094267699234604 0.00044624552222152623 -0.0004519409087462606 0.00043876056502148501 -0.00043075192816918853 2.5635786033898111e-05
leaf_weight=0.0013903401599750639 0.0011676708436521447 0.0010154917712396931 0.001001331678038949 0.0012739701067766094 0.0011314132006842318 0.0015427472025048967 0.0012376794377051922 0.0010810748241270323 0.00124835070662804
leaf_count=316 194 706 457 334 230 209 285 827 352
internal_value=0 -4.24373e-05 1.05399e-05 -5.48303e-05 1.83637e-05 -6.08536e-05 8.83534e-05 -0.000119911 -0.000238339
internal_weight=0 0.0109224 0.00990691 0.00851657 0.0072426 0.00611118 0.00332009 0.00208241 0.0027911
internal_count=3910 3716 3010 2694 2360 2130 1569 1284 561
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=8
num_cat=0
split_feature=124 3 4 48 15 15 3
split_gain=1.55189e-05 2.54917e-05 3.2368e-05 4.0904e-05 4.01736e-05 5.42915e-05 5.32253e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.23071499999999998 0.087035000000000015 1.0000000180025095e-35 -0.017214999999999998 -0.074234999999999982
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=0.011724308368688636 -0.019774079775840801 0.011380066425870538 0.014839915644700727 -0.015346212945948845 -0.011815902290116765 0.028211971889802148 -0.011930589441990623
leaf_weight=0.0010073748555970178 0.0010595024195344067 0.0013457542385754339 0.0014778364211186588 0.0015402373617598997 0.0013404250572212955 0.0010112773637766192 0.0014929806362217264
leaf_count=310 248 206 667 413 1396 323 347
internal_value=0 -0.00134464 -0.00350618 -0.000994671 0.0031584 0.00819894 0.00138643
internal_weight=0 0.00926801 0.00792226 0.00686276 0.00532252 0.00398209 0.00297082
internal_count=3910 3600 3394 3146 2733 1337 1014
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=8
num_cat=0
split_feature=49 3 3 12 52 52 16
split_gain=1.45453e-05 5.72228e-05 3.16264e-05 0.000101496 4.36757e-05 3.44548e-05 2.87701e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 -0.077699999999999977 0.10433000000000002 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6
right_child=2 -3 4 -5 5 -7 -8
leaf_value=0.021429333426497291 0.0062048950710934109 -0.0077684136526108352 0.020439179401038846 -0.033409923372370746 0.0044969571322791835 0.011489019128503773 -0.016932480674459526
leaf_weight=0.0012919894003180787 0.0014747981890088011 0.0013970289231099128 0.0010565951769026753 0.0011518808305117974 0.0010060230744444098 0.0012115000959023515 0.0016606842511502468
leaf_count=350 1383 209 299 564 226 403 476
internal_value=0 0.00626019 -0.00230297 -0.0111674 0.00241538 -0.0024951 -0.00884816
internal_weight=0 0.00268902 0.00756148 0.00262668 0.0049348 0.00387821 0.00266671
internal_count=3910 559 3351 1947 1404 1105 702
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=8
num_cat=0
split_feature=151 4 0 1 4 1 2
split_gain=1.43559e-05 3.67477e-05 4.68153e-05 4.5689e-05 3.7833e-05 3.66525e-05 5.60078e-05
threshold=-0.086249999999999979 0.24280000000000004 -0.089879999999999974 0.11235500000000002 0.0057500000000000008 0.081005000000000008 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -4
right_child=1 3 5 -5 -6 -7 -8
leaf_value=0.011073381295661121 -0.029884386767248101 -0.0049814535042211104 0.022214254573889935 0.022440512394823 -0.004772488637370776 -0.0096483763020822379 -0.0079492330689553969
leaf_weight=0.0010415757461955883 0.0011060406014008904 0.0011732520659789687 0.0014030977261572141 0.001260238105637949 0.0013111432540504242 0.0018287710652217801 0.0010967640051087312
leaf_count=351 480 179 1088 316 265 890 341
internal_value=0 -0.00131483 -0.00511504 0.00921963 -0.016263 0.0011102 0.00898063
internal_weight=0 0.00917931 0.00674582 0.00243349 0.00241718 0.00432863 0.00249986
internal_count=3910 3559 3064 495 745 2319 1429
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=9
num_cat=0
split_feature=159 51 484 43 3 4 4 12
split_gain=3.66419e-05 5.74572e-05 4.36386e-05 3.66088e-05 5.06493e-05 3.23636e-05 8.60967e-05 4.00213e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.075954999999999981 -0.00072999999999999985 0.17888000000000001 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00035726073209620574 -0.0001142654914079921 0.00045646310217843428 0.000363698293872047 0.00027845207363712558 0.00039139962350823773 -0.00075132301482992356 -4.4218253052305004e-05 -0.0002485308146040575
leaf_weight=0.0010081161447312937 0.001771585736201259 0.0011069576507174413 0.0010311513862672561 0.0010885457365681945 0.0013357942055559075 0.0010509948948631866 0.0017888334052352873 0.0011284158859988225
leaf_count=520 756 308 346 138 266 306 297 973
internal_value=0 3.44232e-05 -1.63831e-05 -6.43882e-05 0.000103109 -0.000167314 -0.000305911 1.0222e-05
internal_weight=0 0.0103023 0.00919532 0.00816417 0.00310738 0.00505679 0.00283983 0.00221696
internal_count=3910 3390 3082 2736 1022 1714 603 1111
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=7
num_cat=0
split_feature=1 4 13 3 49 4
split_gain=1.43155e-05 4.31898e-05 2.60036e-05 5.18491e-05 4.74973e-05 3.50599e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.11265500000000002 -0.0057999999999999987 0.070230000000000015
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=0.0043212879699407129 0.014713116348784239 -0.019882545253765 -0.0075588863967966137 -0.017348164881376686 0.0039388509135587372 0.027713874589009025
leaf_weight=0.0017608228943991539 0.0013816927464989229 0.0012682607769895738 0.0018290450479021697 0.0013957922728123351 0.0015409076893574652 0.0010381231650116089
leaf_count=422 404 1586 321 131 822 224
internal_value=0 -0.00581272 0.00238379 -0.000551384 0.00476722 0.0135089
internal_weight=0 0.00302908 0.00718556 0.00580387 0.00440808 0.00257903
internal_count=3910 2008 1902 1498 1367 1046
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=8
num_cat=0
split_feature=49 15 42 15 52 16 1
split_gain=1.66494e-05 5.34618e-05 3.37329e-05 3.70254e-05 3.31584e-05 4.5391e-05 3.63636e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.079355000000000023
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=0.02149642511383407 -0.014718382853386704 -0.0068274498833498197 -0.018456254268106227 -0.0075587034260367909 0.019734610919011502 -0.016138892969786572 0.015895819820897366
leaf_weight=0.0012792741192473537 0.001299468100669679 0.0013910243190183068 0.0011204977929257735 0.0010650999610462061 0.0010813170224061213 0.0012149154563628828 0.0017423473194165843
leaf_count=228 301 331 756 1006 373 408 507
internal_value=0 0.00674182 -0.00244948 0.000351573 0.00418859 9.41581e-06 0.00699755
internal_weight=0 0.0026703 0.00752365 0.00640315 0.00510368 0.00402236 0.00280745
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=9
num_cat=0
split_feature=41 150 3 49 49 0 52 0
split_gain=3.78674e-05 4.34086e-05 6.51063e-05 3.69574e-05 5.26979e-05 6.69049e-05 6.08029e-05 5.40466e-05
threshold=1.0000000180025095e-35 0.11398500000000002 -0.12008499999999998 -0.084114999999999981 1.0000000180025095e-35 -0.15137999999999999 -0.07984999999999999 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.00045111094685965357 -0.00036185718590441034 -0.00033930993739275428 -0.00031845168774893108 0.00059686447931729322 -0.00026590138563563793 0.00039580790631778544 -0.00042022073970336254 0.00010269445992103873
leaf_weight=0.0015078469648194615 0.0010091221342474034 0.0010711425968503866 0.0011479701041297212 0.0010408284468950858 0.0014961682513315502 0.0013420735972778609 0.0012471558700012542 0.0019451033466636933
leaf_count=257 224 148 222 113 754 379 372 1441
internal_value=0 3.53258e-05 7.65803e-05 7.87186e-06 6.08477e-05 0.000148535 4.56239e-05 -0.000101599
internal_weight=0 0.0107983 0.00972715 0.0082193 0.00707133 0.00557516 0.00453433 0.00319226
internal_count=3910 3686 3538 3281 3059 2305 2192 1813
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=6.15981e-05 6.51485e-05 3.89266e-05 5.34044e-05 8.07048e-05 8.32511e-05 8.3524e-05 5.90619e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.011169999999999998 -0.0066199999999999991
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=0.00051656342110339016 -0.00045256576878016874 -0.00036482383801390112 -0.00055225632308354851 0.00036930978727447468 -0.0005056179040354784 1.224119706288824e-05 0.00019780472708780703 0.00052141809786733354
leaf_weight=0.0010046186596156309 0.001067975786022122 0.0010484646254662775 0.0013284813785884083 0.0015157171525694247 0.0011743012618777816 0.0018933567600942143 0.0010007884881606207 0.0016297652974524316
leaf_count=264 715 286 1391 184 201 463 77 329
internal_value=0 4.15016e-05 -8.25982e-06 3.55036e-05 -3.65013e-05 5.76285e-05 -0.000229987 0.000247782
internal_weight=0 0.0105955 0.00959087 0.00854241 0.00702669 0.00585239 0.00232927 0.00352312
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=9
num_cat=0
split_feature=159 51 484 43 3 3 1 4
split_gain=3.69321e-05 4.3834e-05 6.31907e-05 4.46512e-05 5.32586e-05 3.89928e-05 4.34557e-05 2.33767e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.075954999999999981 -0.115685 0.077800000000000022 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=-0.00035456595527532764 -0.00010242997130278751 0.00041055126687129968 0.00045225432937238096 0.0001055280336186084 0.0004188398312633765 -0.00060795785627741356 7.7246460855198511e-05 -0.00030082689702926507
leaf_weight=0.0010141171222603712 0.0017494192736581021 0.0010840034202751437 0.0010253967340967387 0.0013654164817509811 0.0013238075762825765 0.0011041188637870751 0.0010778357655151912 0.001509149471993865
leaf_count=520 756 308 346 194 266 842 428 250
internal_value=0 3.77129e-05 -6.43259e-06 -6.42863e-05 0.00012211 -0.000177573 -0.000282298 -0.000143307
internal_weight=0 0.0102391 0.00915514 0.00812975 0.00307323 0.00505652 0.0036911 0.00258699
internal_count=3910 3390 3082 2736 1022 1714 1520 678
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=10
num_cat=0
split_feature=484 39 12 13 15 151 2 52 2
split_gain=0.000158492 4.43737e-05 8.86757e-05 8.61868e-05 6.65e-05 8.77494e-05 9.8084e-05 8.95798e-05 6.17489e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.043015000000000005 1.0000000180025095e-35 -0.044604999999999992 0.097940000000000013 -0.068164999999999989 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00074308700228164798 -0.0002668845123936536 -0.00032400433248499686 -0.00045173995994060817 0.00057920431299382307 -0.00031883502448708966 0.00043947388214872978 0.00094395776864484107 -0.00027501996039196234 0.00028852298060976102
leaf_weight=0.0010273247156443585 0.0014448774569728795 0.0010453439790463976 0.0010110732619840997 0.0015662324465578305 0.0013598084285086944 0.0011893437830497165 0.001017093579416001 0.001558917804188683 0.0012101332165825834
leaf_count=627 358 230 120 399 1127 235 170 421 223
internal_value=0 6.10162e-05 9.9875e-05 0.000159547 7.5066e-05 0.000158493 0.000282022 3.4186e-05 0.000587836
internal_weight=0 0.0114028 0.0103575 0.00934641 0.00778017 0.00642037 0.00497549 0.00274826 0.00222723
internal_count=3910 3283 3053 2933 2534 1407 1049 656 393
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=10
num_cat=0
split_feature=50 160 42 160 43 3 47 49 3
split_gain=4.21632e-05 5.35277e-05 5.32638e-05 5.60322e-05 4.46851e-05 7.21342e-05 5.34851e-05 5.33925e-05 7.93966e-05
threshold=0.086465000000000014 -0.085194999999999979 -1.0000000180025095e-35 0.090735000000000024 -0.074254999999999988 -0.08095999999999999 0.08593000000000002 -0.029304999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10
leaf_value=0.00045968492579856159 -0.0003778676212598869 -0.00038665396438738916 1.3540520102048946e-06 -0.00039010656093963397 0.00044275990947051515 0.00072307920751353203 -0.00035518039596310743 -0.00040115117554834743 0.00026679498549799202
leaf_weight=0.0010246489307079902 0.0010519600729681977 0.0012654166777510576 0.0011246664352975524 0.0010026992049281943 0.0012970345901692718 0.0010110706878652639 0.0012091637154526243 0.0012643501890297324 0.0014910777007426765
leaf_count=497 715 823 258 250 167 271 124 674 131
internal_value=0 3.35454e-05 -1.16301e-05 4.48649e-05 0.000103824 0.000343023 6.73179e-06 0.000114718 -3.96975e-05
internal_weight=0 0.0106901 0.00966548 0.00840006 0.00739736 0.00213574 0.00526163 0.00405246 0.00275543
internal_count=3910 3195 2698 1875 1625 529 1096 972 805
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=9
num_cat=0
split_feature=11 13 1 16 16 13 4 16
split_gain=1.46051e-05 2.80348e-05 3.33959e-05 2.80193e-05 3.48225e-05 2.2402e-05 2.1735e-05 4.43651e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.008069999999999999 0.10994000000000002 -0.40944499999999995 -0.0072799999999999991 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 6 -5 -1 -3 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=0.00085673460901185413 -0.010979662139641713 -0.016644393696659432 -0.017333102324048923 0.022656025841126883 -0.0019749209874858824 0.021691006493738004 -0.015681642499174545 0.01070867068428227
leaf_weight=0.0010089636366293782 0.0010918602003201711 0.001006748149653383 0.0011488053394357687 0.0011126917483964111 0.0011855457507134819 0.0010565118670833051 0.0010339484842591575 0.0016593449751580662
leaf_count=148 279 1229 178 530 470 386 237 453
internal_value=0 0.00125213 -0.00171341 0.00127811 0.00995015 0.0115137 -0.00410843 0.000577497
internal_weight=0 0.00921256 0.00714708 0.00599828 0.00229824 0.00206548 0.00370004 0.00269329
internal_count=3910 3631 3097 2919 1000 534 1919 690
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=10
num_cat=0
split_feature=1 123 133 49 0 43 43 12 3
split_gain=3.77263e-05 4.43231e-05 5.15297e-05 4.94685e-05 7.34926e-05 5.41749e-05 7.01126e-05 5.47134e-05 2.69565e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.084760000000000016 -0.0019649999999999997 -0.18087499999999998 -0.019509999999999996 -0.13719999999999996 0.080120000000000011 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -7
right_child=-2 -3 -4 5 -6 7 -8 -9 -10
leaf_value=0.00011594277415655126 0.00035551935540925459 0.00033175888409613612 -0.0004903056523286347 -6.0688762963994553e-05 -0.00054710612789198531 0.00029159266968459133 0.00065145144923925403 -0.00040598264705132267 -0.00010781999196860697
leaf_weight=0.0011415711161740227 0.0010156700200165255 0.0011076711629479643 0.0010598134909489366 0.0010029394276522509 0.001470724698884711 0.0012908044940598664 0.0011308306446529822 0.001270103829909823 0.0013079064696655627
leaf_count=122 225 276 1054 181 293 167 484 951 157
internal_value=0 -3.97773e-05 -8.23151e-05 -3.21236e-05 -0.000257354 6.58957e-05 0.000316723 -7.24432e-05 9.05721e-05
internal_weight=0 0.0107824 0.00967469 0.00861488 0.0026123 0.00600258 0.00213377 0.00386881 0.00259871
internal_count=3910 3685 3409 2355 415 1940 665 1275 324
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=7
num_cat=0
split_feature=4 0 3 3 49 1
split_gain=1.65758e-05 3.18422e-05 6.27934e-05 5.12465e-05 3.56258e-05 2.93109e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 -0.006494999999999999 0.094385000000000011
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=-0.025884574649330645 0.008225568332007006 0.018113314577196001 -0.0076292236051291387 -0.0066209874534568823 0.017668114084892109 -0.0050330442745293172
leaf_weight=0.0016023767530331371 0.0019626559015773768 0.0016495158684498687 0.0010773852121288285 0.0017019196409369945 0.0011518708311445995 0.0011637549085713301
leaf_count=2287 426 277 109 358 111 342
internal_value=0 -0.00198788 -0.00704696 0.00555279 0.00544207 -0.017112
internal_weight=0 0.00834682 0.00499539 0.00335144 0.00222926 0.00276613
internal_count=3910 3484 2849 635 220 2629
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=8
num_cat=0
split_feature=49 3 3 12 15 3 3
split_gain=1.57735e-05 4.50945e-05 3.11578e-05 6.02969e-05 5.10884e-05 5.53764e-05 3.48473e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.084604999999999986 0.091555000000000011 -0.017214999999999998 0.094625000000000015 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=0.02001372249231172 0.003471876844000361 -0.0058654939575829368 0.0059927983729925003 -0.029043083513776102 0.0020349542806468125 -0.02090644083026694 0.027166490170372384
leaf_weight=0.0012920613278932782 0.0011880668670095618 0.0014060323369937434 0.0016449300170335317 0.0010969018170432579 0.001224358181876688 0.0014312110826571803 0.0010043133084643647
leaf_count=350 781 209 969 388 944 209 60
internal_value=0 0.00652753 -0.0023744 -0.012137 0.00183067 -0.00652239 0.0133601
internal_weight=0 0.00269809 0.00758978 0.00228497 0.00530481 0.00307614 0.00222867
internal_count=3910 559 3351 1169 2182 1178 1004
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=7
num_cat=0
split_feature=4 151 0 3 0 4
split_gain=1.86383e-05 2.60493e-05 5.51024e-05 2.85217e-05 3.52761e-05 3.44662e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.15713499999999997 0.11476000000000001 -0.070894999999999986 -0.34687499999999999
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=0.0093504901680438214 0.0087617134274800747 -0.026233994450605192 -0.014954265388910383 0.013638647197037682 -0.011389171858456471 0.011730689029621249
leaf_weight=0.0016031613908455734 0.0019501842709864397 0.0010205524701891507 0.0018821724220051154 0.0010787183105099574 0.0010472024000447496 0.0016779910966518785
leaf_count=558 426 141 1979 104 235 467
internal_value=0 -0.00210112 -0.00483852 -0.000998407 -0.00442537 0.00284649
internal_weight=0 0.0083098 0.00670664 0.00568608 0.00460737 0.00272519
internal_count=3910 3484 2926 2785 2681 702
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=8
num_cat=0
split_feature=4 15 12 51 12 151 1
split_gain=1.66291e-05 3.1466e-05 3.13333e-05 3.1759e-05 3.64499e-05 7.0079e-05 5.6617e-05
threshold=0.24280000000000004 -0.14487999999999998 0.098595000000000016 -0.032189999999999989 0.088325000000000015 -0.0074049999999999993 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.012425970996412605 0.016082796581763755 -0.0054915653540858044 -0.018309898239392466 0.020919262824648628 0.020642899662856533 -0.020673455167482709 0.0086003918242030693
leaf_weight=0.0015267547372990195 0.0015419559074480306 0.0012038041278960927 0.0010707642789263682 0.0011007678888599317 0.0010463974221072763 0.0016479151450433959 0.0011028066502395861
leaf_count=598 348 201 518 318 876 884 167
internal_value=0 0.0066241 -0.00247253 0.000167012 0.00409246 -0.000404072 -0.00893712
internal_weight=0 0.00274576 0.00749541 0.00642464 0.00489789 0.00385149 0.00275072
internal_count=3910 549 3361 2843 2245 1369 1051
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=9
num_cat=0
split_feature=484 133 160 133 42 1 49 16
split_gain=3.76034e-05 4.6128e-05 8.4606e-05 3.72027e-05 9.53864e-05 0.000128264 9.78894e-05 4.81444e-05
threshold=0.087420000000000012 -0.0023199999999999996 -1.0000000180025095e-35 0.088685000000000014 0.088115000000000013 0.091035000000000019 -0.0087399999999999995 -0.087089999999999987
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=-0.00034303726019314218 -0.00036844914538960191 -0.00039013328518023964 0.00077298479434601962 -0.00018928917322448557 0.0006405530623223867 -0.00050409825626981171 0.00015340644342464894 0.00017720078470506302
leaf_weight=0.0011439100204675154 0.0010019879590180839 0.0013035763175456823 0.0010158056356355536 0.001091171566458579 0.0014898185793014336 0.0016015223025090263 0.0019073671179247612 0.0010715555043012298
leaf_count=1012 367 717 102 617 272 202 320 301
internal_value=0 2.89089e-05 7.37861e-05 0.000147742 0.000199641 8.22623e-05 -0.000146691 0.000467137
internal_weight=0 0.0106247 0.00948082 0.00817724 0.00708607 0.00559625 0.00350889 0.00208736
internal_count=3910 3543 2531 1814 1197 925 522 403
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=5.53927e-05 8.44343e-05 7.01498e-05 8.86344e-05 0.000155272 7.50308e-05 8.3736e-05 6.14762e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.086245000000000016 -0.073129999999999987
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=-0.00034409174745066498 -0.0004344973603473585 0.00054329356566567254 -0.00050885133702163645 0.00085128553212328588 -0.00015771407558401842 -0.00044486456721786225 0.00053934952227011599 0.00018315333737428121
leaf_weight=0.0018511540762327409 0.001043960771081597 0.0011387803988088295 0.0010151105636639251 0.0012053682012488319 0.0011418308988074373 0.0016513144049005654 0.0010149315897973882 0.0015724881757951197
leaf_count=1846 161 279 366 320 101 456 104 277
internal_value=0 3.89022e-05 -2.18658e-05 3.67261e-05 0.000360442 -8.80425e-05 4.47086e-05 -0.000101927
internal_weight=0 0.010591 0.0094522 0.00843709 0.0023472 0.00608989 0.00443857 0.00342364
internal_count=3910 3749 3470 3104 421 2683 2227 2123
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=8
num_cat=0
split_feature=151 4 16 48 1 15 16
split_gain=1.63837e-05 3.58281e-05 5.46765e-05 5.9003e-05 5.13061e-05 2.79948e-05 4.01022e-05
threshold=-0.084129999999999996 0.24280000000000004 -0.094359999999999986 0.091555000000000011 0.11198000000000001 -0.017214999999999998 0.15100500000000003
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=-0.010556488864331366 -0.018905942090661147 -0.004767420324142891 -0.015076501168966304 0.023728335587431044 0.024817988679815824 0.015119905610116127 -0.0091451480766618961
leaf_weight=0.001293915400745708 0.0015273059637594582 0.0010355978472640201 0.0012772921282022879 0.0010544656813427167 0.0013506164821928568 0.0013486502220769465 0.0013759903024731703
leaf_count=423 471 170 617 267 323 1412 227
internal_value=0 0.00148036 -0.00232448 0.00268401 0.0119782 -0.00286093 0.00286564
internal_weight=0 0.00896992 0.0065837 0.0050564 0.00238621 0.00400193 0.00272464
internal_count=3910 3487 2994 2523 493 2256 1639
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=9
num_cat=0
split_feature=159 51 484 43 3 49 2 1
split_gain=5.34552e-05 4.34379e-05 5.56943e-05 5.62939e-05 6.73286e-05 4.17317e-05 7.43288e-05 4.15241e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.075954999999999981 -0.029304999999999998 0.075670000000000015 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=-0.00042867285551567556 -0.00010546692623065952 0.00039796079478627319 0.00041218524164961018 9.623180428650634e-05 0.00046482675111946675 -0.00075029893752053575 -0.00033002001910150075 0.00015587907773329462
leaf_weight=0.0010576981908229496 0.0018455479673732504 0.001124526691594162 0.0010697980657083011 0.0014404332543015083 0.0013994147156908658 0.0010140615156007046 0.0016472413666183412 0.0011470500546331309
leaf_count=520 756 308 346 183 266 396 885 250
internal_value=0 3.34259e-05 -9.43784e-06 -6.25418e-05 0.000140477 -0.000188054 -0.000295579 -0.00013056
internal_weight=0 0.0106881 0.00956355 0.00849375 0.00324496 0.00524879 0.00380835 0.00279429
internal_count=3910 3390 3082 2736 1022 1714 1531 1135
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=8
num_cat=0
split_feature=159 133 160 47 1 0 2
split_gain=1.74875e-05 2.6766e-05 6.36851e-05 5.23172e-05 6.30169e-05 0.000108129 7.30456e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.096770000000000009 0.090820000000000012 -0.15517999999999996 0.10113500000000002
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=-0.011922406509648402 -0.01381370905759792 -0.018621187492358953 0.024611461596078035 0.024934369697265792 -0.033882660636690654 0.007090408506358197 -0.0084797197971842996
leaf_weight=0.0011050172645360743 0.0010273775495103369 0.0011380652111513487 0.0018960494072001004 0.0013062100435820402 0.001023303714431989 0.0017380564321525802 0.0010291371647727261
leaf_count=633 959 556 671 183 107 607 194
internal_value=0 0.00139487 0.00331657 0.00688692 0.00274139 -0.00809337 0.0129693
internal_weight=0 0.0091582 0.00813082 0.00699276 0.00568655 0.00276136 0.00292519
internal_count=3910 3277 2318 1762 1579 714 865
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=1.51116e-05 3.96672e-05 6.25468e-05 7.96667e-05 6.75701e-05 6.60771e-05 9.97641e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.086245000000000016 0.11230000000000001
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=0.020608551723993677 0.01104699281591481 -0.018585298430883402 -0.025198389328813648 -0.025640320577835152 0.021500238119199377 0.021863791348114409 -0.015390260328952691
leaf_weight=0.0013686389056932775 0.0010982464877256825 0.0011671409884180346 0.0010877269647695115 0.0012472753493885025 0.0013783841919762551 0.0014771487235691581 0.0014002347596506002
leaf_count=320 206 401 949 337 1374 150 173
internal_value=0 -0.00136895 0.00115559 -0.00288401 0.00242776 -0.00420237 0.00373468
internal_weight=0 0.00912655 0.00795941 0.00659077 0.00534349 0.00396511 0.00287738
internal_count=3910 3704 3303 2983 2646 1272 323
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=10
num_cat=0
split_feature=147 11 3 16 160 2 16 1 1
split_gain=3.31644e-05 5.08673e-05 4.96255e-05 5.58459e-05 4.96631e-05 7.39512e-05 8.92724e-05 6.54495e-05 1.28149e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.080734999999999987 0.097940000000000013 -0.013024999999999998 0.092550000000000007 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -7 -6
right_child=-2 -3 3 4 5 7 -8 -9 -10
leaf_value=0.00038435492301062014 0.00033112401064665665 -0.00042979664746285674 -0.00046449121052454515 -0.00035906298489412616 0.0003593111989967625 4.7743233957222885e-05 -0.00037678580196943355 0.00075232070561709016 5.5961084609511598e-05
leaf_weight=0.0012093047900738662 0.0010563255511681626 0.0011126113913596794 0.0010452342186825954 0.0011170773790424885 0.0010863478913195172 0.0010250816585100572 0.0018667792923194497 0.0010027013257295559 0.0010557318906647855
leaf_count=144 191 269 337 635 968 321 593 248 204
internal_value=0 -3.33302e-05 1.35555e-05 -4.11356e-05 2.07212e-05 9.1e-05 -6.33495e-05 0.000396144 0.000209804
internal_weight=0 0.0105209 0.00940826 0.00819895 0.00715372 0.00603664 0.00400886 0.00202778 0.00214208
internal_count=3910 3719 3450 3306 2969 2334 1765 569 1172
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=9
num_cat=0
split_feature=48 2 13 16 43 16 15 1
split_gain=4.17604e-05 9.12408e-05 5.68773e-05 7.52227e-05 6.56642e-05 6.52037e-05 7.83115e-05 2.78723e-05
threshold=0.11930500000000001 0.11260500000000001 -0.13934999999999997 0.22945500000000005 -0.089949999999999988 -0.0099649999999999982 -0.09547499999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -3
right_child=-2 7 3 -5 5 -7 -8 -9
leaf_value=-0.00046068322208843708 -0.00038163698909940023 0.00016827603529794404 -0.00047787608192063305 0.00042028634389923458 0.00018350840657526272 0.00041287923038004035 -0.0004157811435958919 0.00062329188402228473
leaf_weight=0.0011518394690494885 0.0010144568984397336 0.0010015069281684675 0.0012970665441931319 0.0013798739615354209 0.0016632558470807738 0.0012071843213526121 0.0016902570995650811 0.0010711624118584298
leaf_count=161 161 274 474 357 327 552 1323 281
internal_value=0 3.50324e-05 -5.59823e-05 8.42414e-06 -8.85955e-05 2.21163e-05 -0.000118549 0.00040343
internal_weight=0 0.0104621 0.00838948 0.00723764 0.00585776 0.0045607 0.00335351 0.00207267
internal_count=3910 3749 3194 3033 2676 2202 1650 555
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=10
num_cat=0
split_feature=48 2 40 47 150 2 13 12 1
split_gain=5.44295e-05 6.56035e-05 5.73196e-05 8.1489e-05 4.91997e-05 4.99155e-05 8.88034e-05 6.59592e-05 3.49848e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.10589000000000001 0.086420000000000011 0.088055000000000008 -0.00059999999999999995 0.078515000000000015 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00044110621875316996 -0.0004378811410931582 8.2179135509556837e-05 0.00058030072889243736 0.00054241253464874187 -0.00037631067083979835 0.00018335772614893546 -0.0005639234019872636 -5.8671122296790378e-05 0.00058939498294192894
leaf_weight=0.0011848649864222025 0.0010248916421624335 0.0010040305345010104 0.0011303283057370441 0.0010051857561893 0.0014462010901160017 0.0013154355049330411 0.0011423314619526303 0.0013787211655115908 0.0010908518082182403
leaf_count=269 161 273 173 144 249 676 392 1291 282
internal_value=0 3.51332e-05 -4.06366e-05 2.3328e-05 -5.80341e-05 3.46393e-05 -0.000163967 0.000229186 0.000346298
internal_weight=0 0.010698 0.00860307 0.0074182 0.00641302 0.00496682 0.00245777 0.00250905 0.00209488
internal_count=3910 3749 3194 2925 2781 2532 1068 1464 555
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=8
num_cat=0
split_feature=2 52 150 4 13 0 52
split_gain=1.70901e-05 4.83968e-05 6.39256e-05 4.98903e-05 5.96374e-05 4.45343e-05 3.31564e-05
threshold=0.10946500000000002 0.084890000000000007 0.086420000000000011 0.15045000000000003 -0.071149999999999977 -0.13506999999999997 -0.077699999999999977
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=-0.017382248982099491 -0.0039851601276217593 -0.017985422120091462 -0.019626401975769595 0.026725835449597099 0.021837532724781783 0.020475678434385448 -0.0020839087932708498
leaf_weight=0.0011375489404203895 0.0017840195552682758 0.0016084916312291064 0.0011230306785247881 0.0010011838826750447 0.0012289831035877646 0.0012771386893354725 0.001096270468918845
leaf_count=726 208 1032 254 176 425 559 530
internal_value=0 -0.00270067 0.00169978 0.00706493 0.00138046 0.00622009 0.0105595
internal_weight=0 0.00719551 0.00558702 0.00446399 0.0034628 0.00306116 0.00232525
internal_count=3910 3143 2111 1857 1681 767 955
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=8
num_cat=0
split_feature=11 3 1 47 0 52 0
split_gain=5.11144e-05 5.2509e-05 4.8873e-05 5.35782e-05 5.67723e-05 0.000108807 5.07367e-05
threshold=0.080455000000000013 -0.13927999999999999 1.0000000180025095e-35 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991 -0.060094999999999989
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=0.00043111056357396599 -0.00042682290416352225 -0.00053830468878744687 -4.4914920002481475e-05 -0.00020389619319744021 -0.00016987284722805068 0.00063286132115433443 -2.8927308537670106e-06
leaf_weight=0.0011455521052267581 0.001011104699113803 0.0011904168493305134 0.0017454382781190679 0.0018977773716696003 0.001289868457259224 0.0019039978166444232 0.0015884568884772072
leaf_count=159 241 1769 217 299 784 266 175
internal_value=0 3.42856e-05 -1.29883e-05 7.613e-05 0.000183722 0.000308697 -0.000232253
internal_weight=0 0.0107615 0.00961596 0.00683708 0.0049393 0.00364944 0.00277887
internal_count=3910 3669 3510 1566 1267 483 1944
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=9
num_cat=0
split_feature=484 52 52 15 15 43 2 1
split_gain=0.000131986 4.61744e-05 7.38168e-05 4.84617e-05 8.98599e-05 5.53991e-05 8.50983e-05 3.70912e-05
threshold=-1.0000000180025095e-35 -0.26295999999999992 -0.091329999999999981 -0.03231499999999999 -0.095799999999999982 -0.084059999999999982 0.10113500000000002 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -5 -7 -4
right_child=1 2 3 5 -6 6 -8 -9
leaf_value=-0.00068289778375329568 -0.00034448973095143232 0.00058198360984684566 -0.00022597486551143034 -0.00045252539428449514 0.00055079593976305457 0.00031216638463521523 -0.00036580583543348972 0.00019993259410089052
leaf_weight=0.0010114801863927167 0.0010015134196831614 0.0010773759547957834 0.0016123627423206841 0.0012902050327465117 0.0016137333571278126 0.0017394657142007065 0.0012048140884568517 0.0015341425844167759
leaf_count=627 391 267 335 360 435 1044 166 285
internal_value=0 5.70399e-05 9.69658e-05 3.8871e-05 0.000174615 -0.000113727 3.47367e-05 -1.8315e-05
internal_weight=0 0.0110736 0.0100721 0.00899472 0.00476024 0.00423448 0.00294428 0.00314651
internal_count=3910 3283 2892 2625 1055 1570 1210 620
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=10
num_cat=0
split_feature=50 160 159 42 15 2 15 4 4
split_gain=5.23737e-05 5.65721e-05 6.59567e-05 4.91999e-05 8.25184e-05 7.0238e-05 5.86946e-05 5.65638e-05 1.67368e-05
threshold=0.086465000000000014 -0.081069999999999989 0.084730000000000014 -1.0000000180025095e-35 -0.095799999999999982 0.10113500000000002 -0.15202999999999997 0.0021050000000000005 -0.034289999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 -6 -7
right_child=-2 2 -4 4 5 8 -8 -9 -10
leaf_value=0.00040057537223216259 -0.00041491800644916419 -0.00033493868671382709 -0.00048804337298420745 0.00011881169836183953 0.00022856678420315037 -0.00021874854576633769 -0.00051059806126654763 0.0007910874451850711 0.00013543052946432774
leaf_weight=0.0014326012628382628 0.0010818123607579519 0.0011651498061995757 0.0010217593467867379 0.001089404613972495 0.001907210467669659 0.0010168351411740453 0.0011938850879879045 0.0010744287609914548 0.0010351861329006614
leaf_count=577 715 691 391 194 696 183 132 131 200
internal_value=0 3.73469e-05 -1.74057e-05 3.92876e-05 9.88793e-05 0.000239122 -0.000210294 0.00043127 -4.00753e-05
internal_weight=0 0.0109365 0.00950386 0.0084821 0.00731695 0.00503366 0.00228329 0.00298164 0.00205202
internal_count=3910 3195 2618 2227 1536 1210 326 827 383
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=9
num_cat=0
split_feature=1 123 12 159 1 3 0 1
split_gain=5.06009e-05 5.70584e-05 5.41018e-05 4.87314e-05 7.76133e-05 0.00010006 7.08214e-05 5.91529e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.10852500000000001 0.09141500000000001 0.11215000000000001 0.10420500000000001 -0.074249999999999997 0.085835000000000009
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=-0.00056807120641307637 0.00040766270576981026 0.00037283326303714901 -0.00050943576352959472 -0.00045046023870533877 -0.00038883456806751063 0.00065134314014689168 0.00029684536090589621 7.2598379157552323e-06
leaf_weight=0.0010543571558362334 0.0010207158802348392 0.0011025286032715692 0.0010899260388016448 0.0010045183603807706 0.0014987635181626154 0.0010766240422108164 0.0018135147588216778 0.0019723331470668229
leaf_count=1472 225 276 266 330 194 111 505 531
internal_value=0 -4.94226e-05 -9.83761e-05 -4.51672e-05 9.73394e-06 0.000110693 -9.56523e-06 -0.000193159
internal_weight=0 0.0106126 0.00951004 0.00842011 0.00741559 0.00591683 0.00484021 0.00302669
internal_count=3910 3685 3409 3143 2813 2619 2508 2003
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=8
num_cat=0
split_feature=47 43 52 2 0 52 49
split_gain=1.83425e-05 4.46192e-05 5.4686e-05 7.50267e-05 5.5531e-05 5.09261e-05 0.000103818
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 -0.14808999999999997 -0.087094999999999992 -0.029304999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.020426512523609518 -0.012226128153985062 -0.026198855261222332 -0.023032609827300952 -0.0029412595124973574 0.024395760567602502 0.025732903258705267 -0.013675189888579881
leaf_weight=0.0010880240043388755 0.0011051246226176205 0.0010344257987001454 0.0010003467800619231 0.0012277957562270249 0.001882214057824504 0.0010054592974073798 0.0019947703121666635
leaf_count=248 179 436 560 141 684 192 1470
internal_value=0 0.00140631 -0.00113444 0.00193159 0.0136034 -0.00706535 -0.000468456
internal_weight=0 0.00923304 0.00814501 0.00714467 0.00311001 0.00403466 0.00300023
internal_count=3910 3731 3483 2923 825 2098 1662
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=9
num_cat=0
split_feature=484 484 51 12 2 151 2 3
split_gain=0.000156532 4.20367e-05 6.32297e-05 7.09012e-05 7.72902e-05 7.08276e-05 3.80513e-05 8.89749e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.066709999999999978 0.10058500000000002 0.086650000000000019 -0.0088999999999999982 0.11203000000000002 -0.069909999999999986
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=-0.00074705898037416465 0.00044884587682954009 -0.00031239075787056514 -0.00021717407387280167 -0.00035812285989107241 -0.00014365721025425704 0.00016177514960447742 0.00011008504741918158 0.00092731851700130581
leaf_weight=0.0010137926572954649 0.0016444256260638073 0.0010649321216449738 0.0019527458206937878 0.001498676871670471 0.001322130989873588 0.0011977045297565567 0.001241733555869809 0.0011385796419076831
leaf_count=627 470 367 1008 346 230 522 198 142
internal_value=0 5.7949e-05 9.74035e-05 2.82044e-05 0.000112691 0.000244145 0.000387444 0.00053486
internal_weight=0 0.0110609 0.009996 0.00835157 0.00685289 0.00490015 0.00357802 0.00233628
internal_count=3910 3283 2916 2446 2100 1092 862 664
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=1.70049e-05 3.84955e-05 5.09433e-05 7.2865e-05 5.70673e-05 7.11395e-05 6.51822e-05
threshold=0.07992500000000001 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.090910000000000005 0.095040000000000013
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=0.014670863722528578 -0.012427138752827107 -0.022798475555116944 0.0097660001630550369 0.024296489529722472 -0.020166658256202556 0.025474103218888891 -0.020102518189689389
leaf_weight=0.0017444936939543841 0.0010028252174777577 0.0010029540176711808 0.0014662973224517321 0.0011471422863273423 0.0014829372190888479 0.0010274207541599847 0.0014562864888366285
leaf_count=799 755 754 329 526 305 162 280
internal_value=0 0.00127692 -0.00180439 0.00139559 -0.00343984 0.00283986 -0.0051171
internal_weight=0 0.00932753 0.00758304 0.00658008 0.00543294 0.00395 0.00292258
internal_count=3910 3155 2356 1602 1076 771 609
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=9
num_cat=0
split_feature=484 484 51 16 16 0 13 1
split_gain=0.000162277 5.2216e-05 5.63881e-05 7.06664e-05 0.000131891 4.65331e-05 4.27298e-05 6.43923e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.090935000000000016 -0.010344999999999998 0.15100500000000003 -0.029849999999999998 -0.091229999999999992 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00075448965640037308 0.00017360915129329232 -0.0003540130691154726 0.00052758033594258217 0.00075755128212433396 0.00031267929361698197 -0.00023714970838094584 7.1992254040548131e-05 -0.00046468586334658151
leaf_weight=0.001019265878662007 0.00154778977240727 0.0010411680509307417 0.0010933372671695094 0.0013208404714771154 0.0010040505032161604 0.0014412814888476971 0.0015890098642758112 0.0018723384524103092
leaf_count=627 317 367 295 425 288 155 1139 297
internal_value=0 6.36165e-05 0.000107678 5.53608e-05 0.000258286 -1.13906e-05 -9.72108e-05 -0.000218312
internal_weight=0 0.0109098 0.00986865 0.00877531 0.00376617 0.00244533 0.00500914 0.00346135
internal_count=3910 3283 2916 2621 868 443 1753 1436
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=8
num_cat=0
split_feature=124 49 2 48 4 13 1
split_gain=1.67387e-05 2.22413e-05 7.00458e-05 5.28361e-05 5.78688e-05 7.28172e-05 5.77706e-05
threshold=-0.061329999999999989 0.0047850000000000011 0.114165 0.087035000000000015 -0.034289999999999994 -0.083924999999999986 0.10884000000000001
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=0.012185693135563775 0.0040888744017461374 0.0099927475994368332 0.020465476433992685 -0.02838103902894918 0.017557362490490551 -0.031882691962466889 -0.0080654285984707256
leaf_weight=0.0010082973914783766 0.0010105248489647076 0.0014520125760471821 0.0010574914743447178 0.0010038534660700383 0.0017273043787074602 0.0012699967429325222 0.0017937145053098305
leaf_count=310 333 757 332 271 538 1190 179
internal_value=0 -0.00137821 -0.00347805 -0.00719864 -0.0035334 -0.0159433 0.00450433
internal_weight=0 0.0093149 0.00786289 0.00680539 0.00580154 0.00228052 0.00352102
internal_count=3910 3600 2843 2511 2240 1523 717
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=8
num_cat=0
split_feature=11 4 3 3 1 4 15
split_gain=1.73578e-05 2.79626e-05 6.77101e-05 5.05494e-05 3.31176e-05 6.41e-05 4.97377e-05
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 -0.078669999999999976 0.094485000000000013 0.053925000000000008 -0.11399999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=0.024256057783452068 -0.011974118092980674 -0.019347529792446291 -0.0073309304963359761 -0.0094139374580441831 0.025378711308835445 0.0135490617787424 -0.016816669147216912
leaf_weight=0.0014869194047932889 0.0010913589864184102 0.0013607481432377578 0.001248421173456471 0.001630047741980143 0.0013045786988315931 0.0010095596979555169 0.0011582801973733093
leaf_count=973 279 1017 172 711 322 286 150
internal_value=0 0.00136447 0.00983962 -0.00222236 0.00234466 0.00786446 -0.0026754
internal_weight=0 0.00919856 0.00273534 0.00646321 0.00510247 0.00347242 0.00216784
internal_count=3910 3631 1145 2486 1469 758 436
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=9
num_cat=0
split_feature=147 15 156 16 42 1 43 0
split_gain=6.73903e-05 5.19029e-05 3.96129e-05 4.84838e-05 5.71267e-05 5.79793e-05 8.16348e-05 3.82779e-05
threshold=0.087265000000000023 -0.24219999999999997 0.084090000000000012 -0.38486499999999996 -1.0000000180025095e-35 0.10004000000000002 -0.083899999999999988 -0.10131499999999999
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=0.00033651025734077135 0.00046613622747659542 -0.00042676460077214253 -0.00046598141403649419 -0.00037152319438087328 0.00042415755284206497 0.00039363980115317249 4.4981963301202635e-05 -0.00038295690354012753
leaf_weight=0.0011803787169212135 0.0010642241383290686 0.001167695492804083 0.0010127770562519409 0.0012873362466250832 0.0011075061937209506 0.0016741004629708504 0.0014499765686904608 0.0018027051626295775
leaf_count=304 191 221 462 880 306 356 140 1050
internal_value=0 -5.12726e-05 -9.94441e-05 -5.57162e-05 3.46082e-06 8.34587e-05 -3.56357e-05 -0.000192191
internal_weight=0 0.0106825 0.0095021 0.00848932 0.00732162 0.00603429 0.00436019 0.00325268
internal_count=3910 3719 3415 2953 2732 1852 1496 1190
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 52 2
split_gain=6.13824e-05 5.87431e-05 7.12085e-05 6.67814e-05 9.52814e-05 0.00011752 7.366e-05 6.53801e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.0066199999999999991 0.097360000000000016
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=0.00048623694705544998 -0.00045371432444909088 -0.00049333219043484777 -0.0006425272104324198 0.00042441008686185978 -0.00053235287604958275 3.0414070486027738e-05 0.00059745907481419016 2.021474649834926e-05
leaf_weight=0.0010202052434859126 0.0010705306096762133 0.0010392304789423332 0.0010148376702465265 0.0015101489221755896 0.0012036218299648158 0.0018616668190668479 0.0016715867026595955 0.0013123583539905452
leaf_count=264 715 286 1102 184 201 463 329 366
internal_value=0 3.88709e-05 -8.60474e-06 5.01462e-05 -2.98635e-05 7.3338e-05 0.000298684 -0.000268792
internal_weight=0 0.0106337 0.00961345 0.00857422 0.00706407 0.00586045 0.00353325 0.0023272
internal_count=3910 3195 2931 2645 2461 2260 792 1468
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=9
num_cat=0
split_feature=50 15 51 16 16 15 15 52
split_gain=4.43096e-05 6.61408e-05 4.40503e-05 5.00251e-05 6.58881e-05 5.79326e-05 6.20446e-05 2.88591e-05
threshold=0.086465000000000014 -0.24219999999999997 0.077145000000000005 -0.0099649999999999982 0.15100500000000003 0.024640000000000006 -0.10071499999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=0.00048963550346621803 -0.00039591714038815306 -0.00010048656632474333 0.00030175168524957508 0.00041524026698529351 -0.00029272002865862349 0.00014890249611696507 -0.00068263476350151548 0.0001321855070103086
leaf_weight=0.0010826180301202202 0.0010270529541052927 0.0014403499754587026 0.0013691897865913847 0.0014143166792656764 0.0014575006667274619 0.0010814604446791566 0.0013765979766442601 0.0010625870408199727
leaf_count=278 715 284 321 592 492 825 353 50
internal_value=0 3.12045e-05 -2.273e-05 -7.945e-05 7.65301e-05 -0.00023687 -0.000384973 -0.00011356
internal_weight=0 0.0102846 0.009202 0.00783281 0.0039344 0.00389841 0.00281695 0.00252009
internal_count=3910 3195 2917 2596 1134 1462 637 542
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 52 2
split_gain=5.01439e-05 5.36968e-05 7.42236e-05 5.47581e-05 9.55357e-05 9.44087e-05 8.28912e-05 6.02257e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.0066199999999999991 0.097940000000000013
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=0.0004735224080212807 -0.00040235630914563984 -0.00049219508305542274 -0.00057873361713301429 0.00040007608219163986 -0.00052446546494089254 8.2913250458705608e-06 0.00061165244935353503 6.1503230088425076e-05
leaf_weight=0.0010118653132850696 0.0010651485030239482 0.0010542406443300274 0.0010080919402720629 0.0014947803609482975 0.0011706385555439328 0.001865297286550461 0.0016495952320384746 0.0012848568871819156
leaf_count=264 715 286 1122 184 201 463 329 346
internal_value=0 4.40602e-05 -1.55075e-06 5.94951e-05 -1.34569e-05 8.95429e-05 0.000291458 -0.000219976
internal_weight=0 0.0105394 0.0095275 0.00847326 0.00697848 0.00580784 0.00351489 0.00229295
internal_count=3910 3195 2931 2645 2461 2260 792 1468
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=10
num_cat=0
split_feature=1 376 15 151 3 2 12 2 0
split_gain=6.57647e-05 5.55358e-05 5.48258e-05 6.20034e-05 6.35217e-05 0.00011028 6.37643e-05 4.4092e-05 3.15259e-05
threshold=0.13662500000000002 0.048375000000000008 -0.11739999999999999 -0.076429999999999984 -0.100615 0.10488500000000002 0.090385000000000007 0.11260500000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 8 -1 -6
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00063640000755788571 0.0004616485031401682 0.00039099491362884199 0.00036947782689767235 0.00020088232647673298 1.3036247400886632e-05 -0.00070483974707628546 0.00035174298052177136 -7.1590251139578355e-05 -0.00047832860181239037
leaf_weight=0.0011204583476062634 0.0010828922878134183 0.0010176186045945104 0.0013439234064338652 0.0019488446020689961 0.0010018272012059226 0.001296233752145731 0.0011140287035370784 0.0010107557239074979 0.0010062507645319976
leaf_count=276 225 173 418 359 99 384 740 135 1101
internal_value=0 -4.50777e-05 -9.01642e-05 -1.32284e-05 -9.40063e-05 -0.000224076 -2.44728e-05 -0.000368532 -0.000233187
internal_weight=0 0.0108599 0.00984232 0.00771111 0.00636719 0.00441834 0.00312211 0.00213121 0.00200808
internal_count=3910 3685 3512 3101 2683 2324 1940 411 1200
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=10
num_cat=0
split_feature=484 41 49 133 3 4 13 15 0
split_gain=0.000181964 6.78657e-05 8.62337e-05 7.76386e-05 7.24333e-05 6.46141e-05 0.000102646 5.17953e-05 3.51642e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.006494999999999999 0.084760000000000016 0.090325000000000003 0.05309500000000001 -0.0016149999999999999 -0.03231499999999999 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 -2 -6
right_child=1 -3 3 -5 8 -7 -8 -9 -10
leaf_value=-0.000780878963162513 5.6180480907871448e-05 -0.00041417449541264343 0.00074798620110538459 -0.00026210616507852731 -0.00020612448333174916 0.00081725989769314159 -6.1642456960706135e-05 -0.0004473693142073712 0.00029166131276718577
leaf_weight=0.0010587858021686375 0.0019460221501294639 0.0010172198064091901 0.0010669782913892503 0.0010198913825781638 0.0011160206565488558 0.0014167840784830663 0.0013816570019402148 0.0013167552093904765 0.0010674672611498282
leaf_count=627 313 191 862 762 92 246 401 260 156
internal_value=0 6.90578e-05 0.000116636 0.00023834 0.000322719 0.000483983 0.000291148 -0.000147037 3.72339e-05
internal_weight=0 0.0113488 0.0103316 0.0070688 0.00604891 0.00386542 0.00244864 0.00326278 0.00218349
internal_count=3910 3283 3092 2519 1757 1509 1263 573 248
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 4
split_gain=1.94177e-05 3.74416e-05 6.38195e-05 5.71235e-05 5.70342e-05 4.72718e-05 6.94828e-05 4.85628e-05
threshold=0.082310000000000008 0.087895000000000015 -0.036459999999999992 0.087825000000000014 0.078725000000000003 -0.52908499999999992 0.10786000000000001 -0.060264999999999992
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=-0.019606771760728402 -0.013301604008085145 -0.016939103520595925 -0.0048431795152997035 -0.014999323359358824 -0.011552431211244225 0.023569876428011782 0.036623159264814055 -0.0026455255074710822
leaf_weight=0.0010443452506840598 0.001000116187639369 0.0010000124928179191 0.0010240552173350669 0.0010328640574155173 0.0010000927604928546 0.0013534307301943738 0.001479291797193848 0.001478613810866016
leaf_count=341 747 722 115 240 370 706 216 453
internal_value=0 0.0013539 0.00352837 0.00680741 0.0103625 0.0144704 0.0190579 0.00988278
internal_weight=0 0.00941271 0.00841269 0.00736835 0.00633548 0.00533539 0.00431134 0.00283204
internal_count=3910 3163 2441 2100 1860 1490 1375 1159
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=8
num_cat=0
split_feature=15 42 43 15 16 0 2
split_gain=2.03772e-05 3.89991e-05 7.73085e-05 4.87599e-05 9.34866e-05 0.000101049 6.1937e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 -0.038029999999999987 -0.055679999999999993 -0.14808999999999997 0.093655000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=-0.0092480817768962262 -0.011794852342468239 -0.026047120089951071 0.0085291446966960002 0.033327511030209776 -0.026611522865565396 0.030583817460028792 0.0032926847082820707
leaf_weight=0.0014324958928858145 0.0012921979809945626 0.001293229054021105 0.00129338142440318 0.0011628298585184904 0.0010774669374388063 0.0011467444608643435 0.0016764629642717524
leaf_count=163 1436 679 505 183 352 353 239
internal_value=0 0.00162638 -0.00875797 0.00576127 -0.00187301 0.0084614 0.0155934
internal_weight=0 0.00908261 0.00258661 0.006496 0.00365671 0.00257924 0.00283929
internal_count=3910 2474 1184 1290 868 516 422
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=1.90184e-05 4.04252e-05 5.69863e-05 6.43543e-05 6.03281e-05 6.74437e-05 8.83753e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.086245000000000016 0.11230000000000001
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=0.019513253565349803 0.012280382927207959 -0.01885324317638358 -0.0253600342929719 -0.023214885477263178 0.019904977950286552 0.020635216724599441 -0.014186185379122002
leaf_weight=0.0013776542055461373 0.0011175154216275822 0.0011756927653193252 0.0011027214749566097 0.0012564934421301251 0.0013854272064999533 0.0014960581001126486 0.0014212625618488051
leaf_count=320 206 401 949 337 1374 150 173
internal_value=0 -0.00153347 0.000999326 -0.00282924 0.00190937 -0.00429246 0.0036709
internal_weight=0 0.00921531 0.00803962 0.00666196 0.00540547 0.00402004 0.00291732
internal_count=3910 3704 3303 2983 2646 1272 323
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=9
num_cat=0
split_feature=147 159 15 4 2 12 43 1
split_gain=1.73868e-05 4.46521e-05 4.91922e-05 7.34816e-05 9.80302e-05 4.78683e-05 7.22332e-05 3.15652e-05
threshold=0.085900000000000018 -1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.11043500000000002 0.080120000000000011 -0.074254999999999988 0.089175000000000018
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=-0.021378486870732849 0.012110373115712529 0.020598291591196582 0.017281514911859325 -0.021591150901012494 0.030015659443256588 0.0039727192493299243 -0.032917098426437572 -0.0057279606020197455
leaf_weight=0.0010002284673407196 0.0010574297827440097 0.0011080304062150012 0.0012615885946576778 0.0015153591944738832 0.001098501800181997 0.0010762518949547844 0.0010473083731587305 0.0011304190673952406
leaf_count=625 209 395 170 264 313 708 1013 213
internal_value=0 -0.00142649 0.000996169 -0.00205032 0.00322417 -0.00329339 -0.0142208 0.00640766
internal_weight=0 0.00923769 0.00823746 0.00712943 0.00561407 0.00451557 0.00212356 0.00239201
internal_count=3910 3701 3076 2681 2417 2104 1721 383
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=9
num_cat=0
split_feature=11 13 39 1 2 4 13 15
split_gain=1.76141e-05 3.01439e-05 3.65833e-05 5.66538e-05 5.63444e-05 6.19959e-05 1.51224e-05 3.3583e-06
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 0.11663000000000003 0.084235000000000018 -0.0077799999999999996 -0.39373999999999992 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.0034264668213796847 -0.012050692635466358 0.017881181434989315 0.013347621989937787 -0.023735233737215287 -0.024495759360680963 -0.00010583563379049434 0.020595857399129489 0.0080875933782876743
leaf_weight=0.0010186176670835404 0.0010900125805968991 0.0012825625473145983 0.0013187369150976028 0.0012736390284517791 0.0012358216204938575 0.0010005340907294773 0.0010334533025943302 0.0010004687580912595
leaf_count=162 279 746 358 162 1199 241 372 391
internal_value=0 0.00139612 -0.00168471 -0.00510671 0.000143125 -0.00688542 0.0120732 0.00399075
internal_weight=0 0.00916383 0.00711176 0.00579303 0.00451939 0.00323682 0.00205207 0.002001
internal_count=3910 3631 3097 2739 2577 1831 534 632
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=7
num_cat=0
split_feature=4 42 0 15 47 49
split_gain=1.6953e-05 3.33652e-05 4.52727e-05 7.02793e-05 6.62163e-05 5.66064e-05
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.0057999999999999987
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=-0.0017398807402335755 0.008347241983998643 -0.01409745282951437 0.01429285179565272 -0.025916050538453101 -0.015584251085391691 0.030184283747618758
leaf_weight=0.0011824052577755044 0.0019538127139400478 0.001789505147212175 0.0019026924969257611 0.001113478548090129 0.0012380964451359951 0.0010474649923987555
leaf_count=313 426 1266 274 816 280 535
internal_value=0 -0.00200934 0.00132676 -0.00405812 0.00295993 0.0132563
internal_weight=0 0.00827364 0.00648414 0.00458145 0.00346797 0.00222987
internal_count=3910 3484 2218 1944 1128 848
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 52 3
split_gain=3.00312e-05 5.28897e-05 5.47017e-05 5.69027e-05 8.64338e-05 0.000105092 7.23855e-05 3.67016e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.0066199999999999991 -0.013944999999999997
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=0.00045313684175504884 -0.00032756831246873386 -0.00044861948437361563 -0.00050771600123945783 0.00038519270746462017 -0.00053292752843939705 6.4631911969615773e-06 0.00057776722792794635 -2.8922146501570823e-06
leaf_weight=0.0010012971954304504 0.0010210948474211863 0.0010241351306408434 0.0012010820077145213 0.0014452819409109122 0.001151199233351885 0.0018345307169047686 0.0015931185030856956 0.0010272318285366776
leaf_count=264 715 286 1384 184 201 463 329 84
internal_value=0 2.50064e-05 -2.12052e-05 3.18373e-05 -4.31864e-05 5.64942e-05 0.000271996 -0.000274997
internal_weight=0 0.0102779 0.00927658 0.00825244 0.00680716 0.00565596 0.00342765 0.00222831
internal_count=3910 3195 2931 2645 2461 2260 792 1468
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 52
split_gain=1.84204e-05 3.37581e-05 3.71507e-05 6.4485e-05 3.70298e-05 4.35681e-05 5.14745e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.075234999999999982 -0.15168999999999996 0.091210000000000013
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=-0.02155725102646517 0.0099266600425762866 -0.018397432154341097 0.015089607899973607 0.017928449268123405 0.012920449001965506 -0.023486846333893183 0.0066098321033725531
leaf_weight=0.0014180621960731077 0.0015713411093735393 0.0010782547061262398 0.0014206811762482547 0.0012001975649744059 0.0012162165900803067 0.00131249038613133 0.0010021877358139821
leaf_count=471 331 706 412 528 137 1108 217
internal_value=0 -0.00184311 0.000514909 -0.00285238 0.00275407 -0.0024039 -0.0104559
internal_weight=0 0.00864809 0.00756984 0.00614915 0.00473109 0.00353089 0.00231468
internal_count=3910 3579 2873 2461 1990 1462 1325
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=9
num_cat=0
split_feature=147 0 16 52 16 1 15 43
split_gain=4.71726e-05 5.43775e-05 7.0052e-05 7.22953e-05 6.06749e-05 6.63839e-05 5.89791e-05 2.33648e-05
threshold=0.087265000000000023 -0.060094999999999989 -0.055679999999999993 -0.076599999999999988 -0.30307999999999996 0.094385000000000011 -1.0000000180025095e-35 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -3 -8
right_child=-2 6 3 -5 5 -7 7 -9
leaf_value=-0.0003291306958079763 0.00038479994320949246 0.00050649611257306138 -7.0889187337437519e-05 -0.00074095226321304849 -0.00017206524445827976 0.00042896609499728209 0.00020340192295831467 -0.00018455372438549536
leaf_weight=0.0014532352728354962 0.0010563022845345152 0.0011675600450001475 0.0012005998207009465 0.0012780964543321321 0.0012681399194790911 0.001595353485021924 0.0010007200652732487 0.0014788279943419797
leaf_count=334 191 299 546 719 1234 219 100 268
internal_value=0 -5.0015e-05 -0.000153673 -0.000416396 -2.81569e-06 0.000162791 0.000143124 -2.79788e-05
internal_weight=0 0.0104425 0.00679542 0.0024787 0.00431673 0.00286349 0.00364711 0.00247955
internal_count=3910 3719 3052 1265 1787 1453 667 368
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=10
num_cat=0
split_feature=147 457 52 2 16 3 12 4 16
split_gain=4.41039e-05 4.87926e-05 5.45274e-05 5.01643e-05 6.74752e-05 5.89429e-05 0.00010306 0.000137598 1.57633e-05
threshold=0.087265000000000023 0.084485000000000018 0.15091000000000002 0.11260500000000001 -0.082194999999999976 0.092005000000000017 0.080120000000000011 0.08734500000000002 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.0005467685924778786 0.00037907257303629571 -0.00039055604860649596 -0.00040421006891127665 -2.0866483363080132e-05 0.00069348332349074618 -0.00038055589933475459 -0.00054297450554200159 0.00038267695100915303 0.00021684476963395271
leaf_weight=0.0011736302898630985 0.0010818693992671784 0.0013115913692761999 0.0010642255566178345 0.0010214326125479998 0.0010120991707555046 0.0013619365003413658 0.0015922193170884872 0.001008462365869565 0.0010593167737993504
leaf_count=236 191 191 472 210 305 137 1889 133 146
internal_value=0 -3.65266e-05 1.34386e-05 6.74508e-05 0.000334669 -2.02565e-05 8.12624e-05 -0.000184036 0.000390252
internal_weight=0 0.0106049 0.00929332 0.0082291 0.00203353 0.00619557 0.00483363 0.00260068 0.00223295
internal_count=3910 3719 3528 3056 515 2541 2404 2022 382
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=9
num_cat=0
split_feature=484 159 47 2 150 0 15 43
split_gain=0.000157235 4.16356e-05 5.88516e-05 6.98902e-05 8.12747e-05 7.84242e-05 4.59273e-05 3.26228e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10561500000000001 0.10113500000000002 0.090480000000000019 -0.089879999999999974 -0.024209999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -7
right_child=1 -3 -4 6 -6 7 -8 -9
leaf_value=-0.00074910673436146501 -8.423104239205303e-05 0.00039263138388586895 0.00034587637545798724 -1.9974817220801141e-05 -0.00040879562205562011 0.0002371308913959796 -0.00050423797445739113 0.00071730889442596021
leaf_weight=0.0010044142688619218 0.0018392880954186093 0.0012870607960530677 0.0017285254734809444 0.0013642907283145861 0.0010075409859749149 0.0011439303743095148 0.0016803232538410613 0.0010371786224042576
leaf_count=627 461 400 194 400 189 401 288 950
internal_value=0 6.1065e-05 1.75243e-05 -5.27837e-05 8.91887e-05 0.000213987 -0.00028724 0.000465469
internal_weight=0 0.0110881 0.00980108 0.00807255 0.00502794 0.0040204 0.00304461 0.00218111
internal_count=3910 3283 2883 2689 2001 1812 688 1351
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=9
num_cat=0
split_feature=484 484 16 16 51 2 151 4
split_gain=0.000182134 4.61622e-05 6.91206e-05 0.000110527 8.58522e-05 7.65471e-05 6.42674e-05 6.76227e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.010344999999999998 0.15100500000000003 0.077145000000000005 0.087005000000000013 -0.0008699999999999999 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 -2 -8
right_child=1 -3 3 5 -6 -7 7 -9
leaf_value=-0.00080744133184205914 -0.0005814735695686223 -0.00032792330772418162 0.00075978730362356308 0.00047853724730244644 0.00035221433467001463 -0.00020282982009172789 -0.00030068662302217648 0.00028479220586098475
leaf_weight=0.00100809219797605 0.0011199427078863963 0.0010444104648373405 0.0013535733541927132 0.0010587716863844881 0.0016192290831701216 0.0015797140144593609 0.001655055282065063 0.0014000490007217065
leaf_count=627 191 367 443 119 349 372 1196 246
internal_value=0 6.39253e-05 0.000105744 0.000304273 -3.1036e-05 7.05892e-05 -0.000179674 -3.23819e-05
internal_weight=0 0.0108307 0.00978634 0.00399206 0.00579428 0.00263849 0.00417505 0.0030551
internal_count=3910 3283 2916 934 1982 491 1633 1442
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=10
num_cat=0
split_feature=41 474 160 12 160 52 2 16 12
split_gain=7.01851e-05 5.74598e-05 0.000138094 8.56393e-05 7.77623e-05 9.46639e-05 0.000126942 0.000122103 8.28924e-05
threshold=0.075585000000000013 0.084420000000000009 -1.0000000180025095e-35 0.11655500000000001 0.091575000000000017 0.10062000000000001 0.10679500000000001 -0.15168999999999996 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00054737258804685358 -0.00050068406463902031 0.00048506415844744739 0.00084160572107717967 -0.00044494045372277594 -0.00033091908205695774 0.00076066548191582658 -0.00038197405025439091 -0.00017914100801899471 0.00050964693530722066
leaf_weight=0.0015299135849392636 0.0010072403984811426 0.0010129440141265914 0.0011783789689622307 0.0010064120218780566 0.0010503555756339869 0.0011272233200563322 0.0013599217630438452 0.0017185506259976074 0.001102804195855099
leaf_count=859 221 429 152 130 297 208 344 263 1007
internal_value=0 3.99068e-05 -4.85583e-06 9.22928e-05 0.000164027 0.000244169 0.000135541 0.000311498 9.00907e-05
internal_weight=0 0.0110865 0.0100736 0.00854365 0.00753723 0.00648688 0.00535966 0.00399973 0.00282135
internal_count=3910 3689 3260 2401 2271 1974 1766 1422 1270
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=8
num_cat=0
split_feature=1 12 160 47 3 13 2
split_gain=5.03964e-05 5.21333e-05 4.62279e-05 4.96485e-05 8.66804e-05 5.77475e-05 8.497e-05
threshold=0.13662500000000002 0.10852500000000001 0.091575000000000017 0.086425000000000016 0.097615000000000021 -0.086849999999999997 0.088055000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00037328227022895527 0.00039624788486811088 -0.00043896326658648651 -0.00039961117709748297 -0.00024068517883191627 0.00050242118309527816 0.00041696071646275487 -0.00016977133854320132
leaf_weight=0.0012592271055488109 0.0010497602336979614 0.0012008320692606699 0.0010245055000226823 0.0018831370703077084 0.0016997467858517173 0.0018208378992885226 0.0019817964032789659
leaf_count=513 225 269 325 386 199 1074 919
internal_value=0 -5.3639e-05 -5.78532e-06 4.08877e-05 0.000119307 -9.34073e-06 0.000111177
internal_weight=0 0.0108701 0.00966925 0.00864475 0.00676161 0.00506186 0.00380263
internal_count=3910 3685 3416 3091 2705 2506 1993
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=9
num_cat=0
split_feature=147 159 1 42 0 43 4 43
split_gain=1.84021e-05 3.80215e-05 5.15126e-05 7.40075e-05 6.82134e-05 4.87929e-05 4.90995e-05 1.62308e-05
threshold=0.085900000000000018 -1.0000000180025095e-35 0.10752500000000002 0.085545000000000024 -0.14867499999999997 0.0033500000000000005 0.0057500000000000008 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 -3
right_child=-2 2 4 -5 -6 -7 -8 -9
leaf_value=-0.019902141870832116 0.012325388117387315 -0.0058280457096299022 -0.0090304522617971356 -0.028313172322301405 0.023401348203345579 0.017779566915068136 0.01117300687512872 -0.023659777197515816
leaf_weight=0.0010016538374596025 0.0010741067770360805 0.0010000008200825371 0.0010136633537250902 0.0010851346455052098 0.0018003841756093378 0.0012268224505097183 0.0011133361516095898 0.0010426878153055484
leaf_count=625 209 831 91 886 513 263 186 306
internal_value=0 -0.00150018 0.000725408 -0.0049323 0.0117189 0.000856492 -0.00572191 -0.0149302
internal_weight=0 0.00928368 0.00828203 0.00546798 0.00281405 0.00438285 0.00315602 0.00204269
internal_count=3910 3701 3076 2472 604 1586 1323 1137
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=9
num_cat=0
split_feature=48 2 150 159 51 48 2 13
split_gain=5.08548e-05 7.45286e-05 3.96778e-05 5.46823e-05 5.51385e-05 5.81848e-05 8.0766e-05 7.27081e-05
threshold=0.11930500000000001 0.11462500000000002 0.090695000000000012 0.089615000000000014 -0.09021499999999999 0.081315000000000012 0.10113500000000002 -0.083924999999999986
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=0.00047204316820187301 -0.00042856148874247888 0.00044230007514925814 -0.00036071166807141475 -0.00040988867283811586 0.00046294839124675101 0.00031381902432651976 -0.0005680773748752302 -0.00018635508092186868
leaf_weight=0.0011499197213551875 0.0010084106412332336 0.0014671645103775241 0.001235103183705971 0.0010023157057251434 0.001040810834453247 0.0016249703571427675 0.0011379249153647608 0.0018268531107927884
leaf_count=294 161 487 242 341 528 412 196 1249
internal_value=0 3.24557e-05 -3.42238e-05 1.75887e-05 8.078e-05 8.73014e-07 -0.000126082 4.93078e-05
internal_weight=0 0.0104851 0.0090179 0.00778279 0.00678048 0.00563056 0.00400559 0.00286766
internal_count=3910 3749 3262 3020 2679 2385 1973 1777
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=8
num_cat=0
split_feature=49 15 16 133 15 43 0
split_gain=1.66898e-05 4.82129e-05 3.54522e-05 2.94382e-05 5.90176e-05 4.82607e-05 6.10431e-05
threshold=-0.029304999999999998 -0.040439999999999997 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.074254999999999988 -0.072264999999999982
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=0.018142353342967283 -0.018464720580402407 -0.0086727399539559165 -0.017672619540753959 -0.013556590273310607 0.022883105328734648 0.013526855199123281 -0.017493588529353059
leaf_weight=0.0015618506223767715 0.0011729377201400307 0.0011748985959609767 0.0010348781218282206 0.0012183178239476211 0.0015660784196848045 0.0015324504535390313 0.0010824562729528156
leaf_count=301 261 258 287 1189 396 914 304
internal_value=0 0.00663051 -0.00247574 0.000439012 0.0037081 0.00900025 0.000685757
internal_weight=0 0.00273675 0.00760712 0.00643418 0.00521586 0.00418099 0.00261491
internal_count=3910 559 3351 3090 1901 1614 1218
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=7
num_cat=0
split_feature=4 0 3 3 12 49
split_gain=1.73034e-05 2.83505e-05 5.06822e-05 4.33738e-05 3.36581e-05 3.27563e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 0.085775000000000004 -0.006494999999999999
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=-0.0073188124811391798 0.0083378308733964828 0.016788696286080412 -0.007884206509758393 -0.0060214551963105817 -0.030043374962615811 0.01647586682131854
leaf_weight=0.0017488226386473129 0.0019822924014580379 0.0016240452373951014 0.001086508190175639 0.0017128182710282036 0.0010390084258470537 0.0011220565112409799
leaf_count=828 426 277 109 358 1801 111
internal_value=0 -0.00205707 -0.00682372 0.0050802 -0.0157881 0.00449188
internal_weight=0 0.00833326 0.0049964 0.00333686 0.00278783 0.00220856
internal_count=3910 3484 2849 635 2629 220
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=9
num_cat=0
split_feature=132 3 160 13 49 16 15 13
split_gain=4.03462e-05 5.17282e-05 6.52084e-05 7.56965e-05 6.02993e-05 0.000102688 9.31261e-05 4.74123e-05
threshold=0.081240000000000021 -0.13309499999999996 -0.082234999999999989 -0.083514999999999992 -0.07107999999999999 0.032820000000000009 -0.095799999999999982 -0.40944499999999995
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=-0.0003366031204828471 0.00036857125863894212 -0.00042287276764696875 4.7674354233037446e-05 -0.0004667757316300152 -6.6027736081704564e-05 -0.0003342700761428042 0.00065224950857606151 0.00060175137439796628
leaf_weight=0.0018515401306814115 0.001026473857681935 0.0011047731190509677 0.0010137426820715763 0.0010434881923088515 0.0014139203128796058 0.001623365731374601 0.0013629360638038389 0.001433199993339764
leaf_count=303 387 646 107 168 267 436 948 648
internal_value=0 -3.81447e-05 2.32874e-05 8.57544e-05 -4.3004e-05 5.74912e-05 0.000286517 0.000372203
internal_weight=0 0.010847 0.00899543 0.00789065 0.00544371 0.00440022 0.00277686 0.00244694
internal_count=3910 3523 3220 2574 1819 1651 1215 755
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=9
num_cat=0
split_feature=484 484 42 43 3 16 16 49
split_gain=0.000156308 4.45401e-05 5.76693e-05 8.16817e-05 7.55361e-05 5.39086e-05 0.000106477 6.12169e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.15100500000000003 -0.074719999999999995 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00074446579395486098 -0.00025181901326411607 -0.00032419020067481549 0.00016498158073164054 0.0002431980208961086 0.00084771705416935845 -0.00037482114544930441 0.00053948756325090887 -0.00030508689151455672
leaf_weight=0.0010149901418466415 0.0015119398359514378 0.0010494391235880062 0.0014546067546537176 0.0013244165434205114 0.001089814869968212 0.0010128597873233849 0.0015834527719003275 0.0019149153268813268
leaf_count=627 953 367 363 135 310 231 367 557
internal_value=0 5.98985e-05 0.000100646 0.000164239 0.000457408 3.64127e-05 0.000122778 -8.09179e-05
internal_weight=0 0.0109414 0.00989201 0.00838007 0.00254442 0.00583564 0.00482278 0.00323933
internal_count=3910 3283 2916 1963 673 1290 1059 692
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=10
num_cat=0
split_feature=484 41 150 3 2 1 2 2 0
split_gain=0.000167497 5.45566e-05 6.54291e-05 0.000111261 6.0675e-05 0.000214243 0.000141624 8.34415e-05 4.72343e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 0.10393500000000001 0.10688500000000002 0.093815000000000009 0.084065000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00076718494053171996 0.00066887340383241657 -0.00037355391281414642 -0.00034697304422340639 0.00052972262327902447 -0.00088694254296511974 0.00027955387125136097 0.00081243408354566811 -0.00037153549700834668 4.6067416416523814e-06
leaf_weight=0.0010195841087449866 0.0013985810356754022 0.0010031558828196745 0.0010965405390338497 0.0011181555047158481 0.0010001451883381073 0.0015334841656935534 0.0011040059114864574 0.0013797560235646522 0.0016023211790351117
leaf_count=627 229 191 142 75 308 299 308 974 757
internal_value=0 6.2823e-05 0.000105602 0.000159919 6.7928e-05 -0.000180918 0.000189076 2.12343e-05 0.000220437
internal_weight=0 0.0112361 0.010233 0.00913645 0.00773787 0.00253363 0.00520424 0.00410023 0.00272048
internal_count=3910 3283 3092 2950 2721 607 2114 1806 832
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=9
num_cat=0
split_feature=41 42 43 4 1 15 457 3
split_gain=6.0073e-05 5.08508e-05 5.82349e-05 4.55084e-05 4.55041e-05 8.94493e-05 0.000101676 9.15389e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 0.076710000000000014 -0.0089749999999999986 0.084485000000000018 0.092005000000000017
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=-0.00030382510924263151 -0.00046219678525335459 0.00046448367322118075 -0.00029732091924936782 -0.00029023327290689824 0.00047972118845846672 0.00060233657813030651 -0.00052389922750549305 -0.00017029004390616711
leaf_weight=0.0014522072985715768 0.0010090073536143948 0.0013675891846417583 0.0013797368648021989 0.0010093349464190124 0.0018562270701127331 0.001350694683677261 0.0010003857755037648 0.0015110020031438086
leaf_count=1022 221 500 243 853 390 384 106 191
internal_value=0 3.78389e-05 9.0205e-05 2.707e-05 9.35977e-05 0.000161347 2.49705e-05 0.000188037
internal_weight=0 0.0109272 0.00947497 0.00810738 0.00672764 0.00571831 0.00436761 0.00336723
internal_count=3910 3689 2667 2167 1924 1071 687 581
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=9
num_cat=0
split_feature=48 16 52 0 52 15 4 3
split_gain=4.99374e-05 6.52766e-05 4.0973e-05 7.18816e-05 6.1684e-05 7.56889e-05 4.81843e-05 2.92042e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 -0.017269999999999997 -0.092854999999999979 -0.10981499999999998 -0.0025899999999999994 -0.032959999999999996
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 7 5 6 -8 -9
leaf_value=0.00040237713350987653 -0.00041838806255318643 -0.00047191013609490908 -0.00037855319208697166 0.00011357426278604381 -0.00045064442173646567 0.00040450986761960507 -6.4326433919099227e-05 0.00056430397792322682
leaf_weight=0.0015546257762639416 0.0010436605303528476 0.0013124428771134934 0.0011485033635404507 0.0012306903210378868 0.0010397314940190634 0.0015783874227053799 0.0018084215530184528 0.0010031941706247034
leaf_count=249 161 560 562 199 262 1371 401 145
internal_value=0 3.09945e-05 -3.23031e-05 1.75747e-05 -9.8582e-05 1.21076e-05 0.00015417 0.000315988
internal_weight=0 0.010676 0.00912137 0.00797287 0.00573898 0.00442654 0.00338681 0.00223388
internal_count=3910 3749 3500 2938 2594 2034 1772 344
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=8
num_cat=0
split_feature=124 160 16 0 16 15 13
split_gain=1.6896e-05 2.11711e-05 2.64886e-05 6.1877e-05 4.06542e-05 7.09695e-05 3.0753e-05
threshold=-0.061329999999999989 0.087825000000000014 -0.083564999999999987 -0.075584999999999986 -0.52908499999999992 -0.094924999999999995 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -5
right_child=1 -3 3 6 5 -7 -8
leaf_value=0.012147914501308083 -0.0082537894738540646 -0.013614311637216565 -0.018885423561618875 0.016337654746863422 0.034297811959187172 -0.0010486112288225621 -0.0043837023526389863
leaf_weight=0.0010196849854251537 0.0011483743317444771 0.0012338317873553219 0.0018196598752904837 0.001266098062228882 0.0010292352729790138 0.0012676899419714056 0.0016491369923633502
leaf_count=310 140 383 1243 308 302 683 541
internal_value=0 -0.00140368 0.000438066 -0.004416 0.00710904 0.0147899 0.00461566
internal_weight=0 0.00941403 0.00818019 0.00473489 0.0034453 0.00229693 0.00291524
internal_count=3910 3600 3217 2092 1125 985 849
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=9
num_cat=0
split_feature=147 11 3 457 2 2 1 1
split_gain=1.85256e-05 3.49582e-05 4.09007e-05 4.4138e-05 3.99892e-05 9.37664e-05 7.65474e-05 6.85895e-05
threshold=0.085900000000000018 1.0000000180025095e-35 -0.12008499999999998 0.084485000000000018 0.10393500000000001 0.091985000000000011 0.11052000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=0.019340644581601955 0.012343882038688225 -0.018802074545288098 -0.019377805242142609 -0.020597826826991978 -0.029046689859334486 0.032195602871817088 0.0087631978394453677 0.011358295609094553
leaf_weight=0.0010271075814435654 0.001077671887904451 0.0010382717814698484 0.0012933540931725196 0.0010833280712502979 0.0010496190921588662 0.0010905460727331506 0.001093066211275259 0.0016552087331640404
leaf_count=119 209 289 1580 168 414 468 259 404
internal_value=0 -0.00150382 0.0006621 -0.00197858 0.00128435 0.00714236 -0.00975841 -0.00212375
internal_weight=0 0.0093305 0.00829223 0.00726512 0.00618179 0.00403911 0.00214269 0.00294856
internal_count=3910 3701 3412 3293 3125 2452 673 1984
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=8
num_cat=0
split_feature=147 15 16 16 1 12 0
split_gain=3.20871e-05 4.0277e-05 4.13671e-05 2.95492e-05 3.71702e-05 4.74022e-05 5.75465e-05
threshold=0.087265000000000023 -0.24219999999999997 -0.41862999999999995 0.3935300000000001 0.10113500000000002 0.090840000000000018 -0.10131499999999999
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=0.00031657531072887848 0.00032576409834573833 -0.00044392780881829066 6.9927884774574945e-05 -0.00032401003940490155 0.00026843990878723501 0.00022302128159688159 -0.00042155577058867577
leaf_weight=0.0011162179953375885 0.0010447732918876509 0.001050999431963291 0.0017590018552882697 0.0011323288700356132 0.0017110052087231193 0.0015492748596291081 0.0019109955390333867
leaf_count=304 191 227 222 349 350 855 1412
internal_value=0 -3.49812e-05 -7.80392e-05 -3.03438e-05 1.76379e-05 -6.45812e-05 -0.000185991
internal_weight=0 0.0102298 0.00911361 0.00806261 0.00693028 0.00521927 0.00367
internal_count=3910 3719 3415 3188 2839 2489 1634
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=8
num_cat=0
split_feature=49 15 12 2 2 1 4
split_gain=2.10119e-05 4.54766e-05 3.61819e-05 9.10718e-05 4.94894e-05 6.01647e-05 4.5765e-05
threshold=-0.029304999999999998 -0.040439999999999997 0.051320000000000005 0.08400500000000001 0.083795000000000022 0.11198000000000001 -0.12499499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 -5
right_child=2 -3 3 6 5 -7 -8
leaf_value=0.018581801002621696 0.020515281590888682 -0.0074396830188143935 -0.030423801760793758 -0.012961015021294528 -0.015551709557197362 0.014430293884593557 0.015561784598826053
leaf_weight=0.0015690827024582843 0.0012269181024899215 0.0011742285104880282 0.0013627793332827692 0.001051193797311209 0.0016765592067847735 0.0011140311212191681 0.0012101114134279167
leaf_count=301 198 258 816 169 318 230 1620
internal_value=0 0.00744374 -0.00275871 -0.0100036 0.00377672 -0.0035826 0.00230263
internal_weight=0 0.00274331 0.00764159 0.00362408 0.00401751 0.00279059 0.00226131
internal_count=3910 559 3351 2605 746 548 1789
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=10
num_cat=0
split_feature=50 15 15 159 2 457 0 0 0
split_gain=4.44695e-05 4.84049e-05 6.84508e-05 5.88447e-05 8.60278e-05 7.52293e-05 6.08658e-05 4.547e-05 4.4409e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.070894999999999986 -0.11077499999999998 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10
leaf_value=0.00043060923661513106 -0.00038897583771686279 -0.00047460062296600397 0.00044613768988776848 -0.00037874499952721927 0.00012451747848319999 -0.00018320300325525967 0.00063750860624226229 -0.00013597475766305125 -0.00041171097954256151
leaf_weight=0.0010553468130625092 0.0010609135710738524 0.0010898242707597155 0.0010139787204777929 0.0010920896387443717 0.0010019130898136482 0.0011723940162881724 0.0018820205127511747 0.0010502852891326486 0.001457694770605651
leaf_count=264 715 286 129 414 127 135 215 1182 443
internal_value=0 3.16927e-05 -1.14412e-05 4.67757e-05 0.000108097 0.000252913 0.000382478 0.000149962 -0.00019328
internal_weight=0 0.0108155 0.0097602 0.00867038 0.00757829 0.00511868 0.00394628 0.00206426 0.00245961
internal_count=3910 3195 2931 2645 2231 1661 1526 1311 570
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 2
split_gain=3.20473e-05 4.22327e-05 7.29219e-05 6.23804e-05 6.50831e-05 8.69752e-05 6.99649e-05
threshold=0.087265000000000023 -0.044604999999999992 0.41315500000000005 0.11401500000000002 -0.017214999999999998 -0.069909999999999986 0.089910000000000004
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=-0.00031455020961204151 0.00032245951812860196 -0.00050006423458972508 0.00048746965682399941 -0.00050640762298525058 -0.00011964509216303116 0.0004791599387272177 0.00012323005755064282
leaf_weight=0.0017795019806224168 0.0010337408096313368 0.0014815877189506058 0.0011053444677390162 0.0010057262747162517 0.0018184377921087562 0.0019143278519400449 0.0012998632381036482
leaf_count=498 191 403 289 519 1267 256 487
internal_value=0 -3.95234e-05 1.72179e-05 -5.19036e-05 1.8267e-05 0.000187449 -0.000208778
internal_weight=0 0.0104048 0.00862529 0.00751994 0.00651422 0.00373277 0.00278145
internal_count=3910 3719 3221 2932 2413 1523 890
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=10
num_cat=0
split_feature=50 15 15 159 2 457 0 0 4
split_gain=4.18443e-05 5.08812e-05 6.12091e-05 5.44281e-05 9.5587e-05 7.39913e-05 5.4054e-05 3.63821e-05 1.61802e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.070894999999999986 -0.082844999999999988 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -6 -4
right_child=-2 2 3 -5 7 -7 -8 -9 -10
leaf_value=0.00044363905578150215 -0.00037959297654431004 -0.00045427315703392411 -1.0169646273154455e-05 -0.00037260231050275874 1.6357324834490438e-05 -0.00018145491712838756 0.00063122103227500998 -0.00046543101615306417 0.0003408070250733266
leaf_weight=0.001038659240017799 0.00104601633951252 0.0010741947041350919 0.0010064661879254199 0.0010616177025370892 0.0012369781198605138 0.0011411352739277292 0.0018292117465166123 0.0011750449036105448 0.0010135425406744578
leaf_count=264 715 286 1126 414 192 135 215 378 185
internal_value=0 3.15161e-05 -1.33619e-05 4.25957e-05 0.000102142 0.000257048 0.000387046 -0.000218351 0.000165933
internal_weight=0 0.0105769 0.00953819 0.008464 0.00740238 0.00499036 0.00384922 0.00241202 0.00202001
internal_count=3910 3195 2931 2645 2231 1661 1526 570 1311
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=10
num_cat=0
split_feature=484 132 42 43 160 49 4 16 49
split_gain=0.000165449 4.24637e-05 7.52531e-05 7.27062e-05 8.36579e-05 9.01481e-05 9.03639e-05 9.46103e-05 4.97754e-05
threshold=-1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 0.093240000000000017 -0.080184999999999992 -0.0087399999999999995 0.074650000000000008 0.054425000000000008 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 -7 -6
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00076116044178720825 -0.00043367324315401437 0.00044927374659422658 -0.00030865749379851417 -0.00040368121581826465 0.00024427555495534265 0.00052371335945050146 0.00080809286949672468 -0.00026067284136393923 -0.00031209418705359674
leaf_weight=0.0010123991322108583 0.001192079506660529 0.0010158550887735028 0.0012435616937599989 0.001006614935644759 0.0011845107754711402 0.0014210897394021436 0.0015092800992189933 0.0010123763602212948 0.0012931569667307911
leaf_count=627 799 344 490 148 177 609 226 302 188
internal_value=0 6.75626e-05 2.82463e-05 9.17535e-05 0.000156826 0.000246985 0.000431167 0.000197391 -4.61078e-05
internal_weight=0 0.0108785 0.00986267 0.00867059 0.00766398 0.00642041 0.00394275 0.00243347 0.00247767
internal_count=3910 3283 2939 2140 1992 1502 1137 911 365
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=8
num_cat=0
split_feature=50 160 42 52 1 150 4
split_gain=3.54055e-05 4.58102e-05 5.79722e-05 6.72416e-05 7.26808e-05 6.07351e-05 6.21711e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.092854999999999979 0.11215000000000001 0.082085000000000019 -0.060264999999999992
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=0.00030219792114666029 -0.0003442764028744671 -0.00044183056345347365 -0.00039263653589619566 0.00035934412798560686 -0.00024911245464055004 0.00057253871410038824 -0.00018549352905764484
leaf_weight=0.0019928979940517311 0.0010427164788343766 0.0011291421003156816 0.0011872365101531683 0.0016234840047436631 0.0015656054186092274 0.0014485009353354459 0.001597598852155371
leaf_count=804 715 766 468 428 264 170 295
internal_value=0 3.44791e-05 -2.79113e-05 3.50564e-05 0.000116493 0.000239072 8.91145e-05
internal_weight=0 0.0105445 0.00855157 0.00742243 0.00623519 0.00466958 0.00322108
internal_count=3910 3195 2391 1625 1157 893 723
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=8
num_cat=0
split_feature=47 43 52 2 1 15 0
split_gain=1.75481e-05 4.6848e-05 5.12137e-05 6.90799e-05 4.74704e-05 5.07709e-05 4.28267e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 0.076710000000000014 -0.064869999999999983 -0.14808999999999997
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=0.020765162118725859 -0.011942650533537163 -0.025539927216700304 -0.022445386319674791 -0.0014502139602410615 -0.011337922417456157 0.014874111511761738 0.022272543582914684
leaf_weight=0.0010962535388047397 0.0011125916021313175 0.001024342511497623 0.0010005953327739637 0.0012697127327076156 0.0018158330667748137 0.0012460053546969022 0.0018993989649385818
leaf_count=248 179 1230 560 141 314 554 684
internal_value=0 0.00134216 -0.00123692 0.001688 -0.00690527 -0.000671019 0.012768
internal_weight=0 0.00935214 0.00825589 0.00725529 0.00408618 0.00306184 0.00316911
internal_count=3910 3731 3483 2923 2098 868 825
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=9
num_cat=0
split_feature=4 151 16 0 16 52 4 1
split_gain=1.87341e-05 2.83551e-05 5.02451e-05 3.82872e-05 3.78805e-05 6.41903e-05 2.11594e-05 1.2871e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.085924999999999987 -0.11756999999999999 0.15100500000000003 0.091210000000000013 -0.076854999999999993 0.11353000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 -2
right_child=7 2 4 -5 5 -7 -8 -9
leaf_value=0.0096419228249466048 0.016616174503400465 -0.030514648457859884 0.021282971773115889 -0.0046328790938769708 -0.022022014952930231 0.011162497215617444 0.0012901867193508504 0.00059836444994464057
leaf_weight=0.0016461613887210234 0.0010049488915581661 0.0010981113861763593 0.0010158921374466845 0.0011919967524465255 0.0013349101719971361 0.0010347367359634357 0.0011053505169605095 0.0010016775933766068
leaf_count=558 118 196 706 677 504 53 790 308
internal_value=0 -0.00213103 -0.00498905 -0.0170432 0.00115793 -0.00753157 0.010865 0.00862033
internal_weight=0 0.00842716 0.006781 0.00229011 0.00449089 0.00236965 0.00212124 0.00200663
internal_count=3910 3484 2926 873 2053 557 1496 426
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=10
num_cat=0
split_feature=484 484 133 150 3 43 0 15 0
split_gain=0.000171051 4.32806e-05 6.7667e-05 8.7483e-05 0.000116834 0.000124602 0.000104853 9.10142e-05 8.66295e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.0023199999999999996 0.090695000000000012 0.092005000000000017 -0.089949999999999988 -0.11524 -0.017214999999999998 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -6 -8
right_child=1 -3 3 -5 7 6 8 -9 -10
leaf_value=-0.000776751797194535 -0.00034342065350098921 -0.00032159161519872408 -5.3451875805864836e-05 -0.00025107327578513078 -0.0004810646700423563 0.0011573627322618589 6.03688199503729e-05 0.0002888243719967474 0.00080214667115763381
leaf_weight=0.0010280197596434322 0.001178514679294443 0.0010412205519662486 0.0014884008269966027 0.001651626333378408 0.0012237051155991881 0.0010079327962733095 0.0013018018293706199 0.0011406304749123314 0.0011313743244742601
leaf_count=627 938 367 413 250 153 108 663 91 300
internal_value=0 5.90772e-05 9.82279e-05 0.000156413 0.000248684 0.000420549 0.000625572 -0.000109646 0.000405279
internal_weight=0 0.0111652 0.010124 0.00894547 0.00729385 0.00492951 0.00344111 0.00236434 0.00243318
internal_count=3910 3283 2916 1978 1728 1484 1071 244 963
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=7
num_cat=0
split_feature=1 4 16 160 151 2
split_gain=1.87981e-05 4.13539e-05 2.67156e-05 6.89645e-05 5.24212e-05 6.49257e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.055679999999999993 -0.026849999999999995 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.0032392241928934579 -0.0099133287801726564 -0.02028794954849425 0.012830391729196986 -0.017021512083846613 0.00032684006887201986 0.029645595631199936
leaf_weight=0.0017779223280979376 0.0011874801553134473 0.0012885598324024207 0.0013506099863405524 0.0018123797615498055 0.0015211380071411609 0.0015002471078883481
leaf_count=422 203 1586 344 566 526 263
internal_value=0 -0.00664708 0.00266967 -0.00427462 0.00788835 0.0148849
internal_weight=0 0.00306648 0.00737186 0.00316299 0.00420887 0.00302139
internal_count=3910 2008 1902 910 992 789
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=11
num_cat=0
split_feature=484 41 42 150 3 160 1 1 4 15
split_gain=0.000117328 5.62902e-05 6.73241e-05 6.82496e-05 0.000114047 8.54435e-05 8.52746e-05 9.84797e-05 5.83812e-05 4.82714e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -1.0000000180025095e-35 0.11398500000000002 -0.11266 -0.080734999999999987 0.10113500000000002 0.11507500000000002 -0.078094999999999984 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -7 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00064145801880206431 -0.000291918035703619 -0.00038842999486480033 0.00074032051907023367 -0.00031753531284836009 -0.00040576139884758656 0.0003733784618248338 0.00096123984449266136 0.00012046758962504077 0.0001239078916713225 -0.00047610845420614816
leaf_weight=0.0010147825187644928 0.0014540561985594601 0.0010022213440392816 0.0013661732852046039 0.0010019401212664975 0.0010146180073400957 0.0011104960929194528 0.0010129302718120147 0.0011366327199954533 0.0010038706346983542 0.0010596117701910318
leaf_count=627 949 191 183 130 478 302 170 279 147 454
internal_value=0 5.49098e-05 9.86411e-05 0.000163869 0.000226475 0.000115718 0.000215107 0.000516661 1.08799e-05 -0.000184204
internal_weight=0 0.0111626 0.0101603 0.00870627 0.00770433 0.00633816 0.00532354 0.00214956 0.00317398 0.00206348
internal_count=3910 3283 3092 2143 2013 1830 1352 449 903 601
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=8
num_cat=0
split_feature=49 12 3 16 15 3 4
split_gain=1.95506e-05 5.20474e-05 3.13879e-05 6.01025e-05 5.45669e-05 6.63516e-05 4.16941e-05
threshold=-0.029304999999999998 0.084845000000000018 -0.084604999999999986 -0.0083999999999999995 -0.017214999999999998 0.094625000000000015 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=-0.0031906750058073238 -0.028515344017623279 0.025361866362246729 0.0065219574795818474 0.0038244346332532465 -0.0002149388166398789 -0.022660663389435644 0.02702885227273788
leaf_weight=0.0017625402060319905 0.0011559402494121247 0.0010010073647012106 0.0016806690535826436 0.0011428144194476459 0.0011228785191565113 0.0014524282291702192 0.0011241017782898691
leaf_count=363 754 196 969 415 142 209 862
internal_value=0 0.00715158 -0.00265683 -0.0124378 0.0015223 -0.0070064 0.0134144
internal_weight=0 0.00276355 0.00767883 0.00229875 0.00538008 0.0031331 0.00224698
internal_count=3910 559 3351 1169 2182 1178 1004
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=9
num_cat=0
split_feature=147 15 16 42 157 160 1 0
split_gain=4.77031e-05 4.90434e-05 5.66073e-05 4.07734e-05 6.94568e-05 6.68762e-05 0.000111826 0.000111747
threshold=0.087265000000000023 -0.24219999999999997 -0.41862999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.043720000000000009 0.095575000000000007 -0.070894999999999986
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=0.00032770255242619667 0.00038104885236589069 -0.00051450092411613646 -0.00034355468029931773 -0.00044845012086386094 -0.00050128291185206979 -0.00021968353864930108 0.00066730304924647404 0.00030122553483361535
leaf_weight=0.0011930151769951125 0.0010999421479645438 0.0010903374666810387 0.0014221831811043577 0.0010409982025867143 0.0010593118105547226 0.0017896969905201151 0.0014847451042876349 0.0018018127959803449
leaf_count=304 191 227 944 537 861 324 301 221
internal_value=0 -4.74278e-05 -9.36175e-05 -4.02487e-05 1.98576e-05 9.93136e-05 0.000230682 4.10227e-06
internal_weight=0 0.0108821 0.00968909 0.00859875 0.00717656 0.00613557 0.00434587 0.00286112
internal_count=3910 3719 3415 3188 2244 1707 1383 1082
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=9
num_cat=0
split_feature=147 457 1 52 42 2 3 12
split_gain=4.52991e-05 4.15959e-05 4.87237e-05 6.79533e-05 6.49437e-05 7.78573e-05 5.27335e-05 6.80787e-05
threshold=0.087265000000000023 0.084485000000000018 0.12958500000000003 0.11401500000000002 0.091955000000000023 0.11260500000000001 0.092005000000000017 0.080120000000000011
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=0.00035061150704123563 0.00038358947493804309 -0.00036552740284032554 0.00035854883955597458 -0.00050804528684724013 -0.00041694437375164881 0.00058229227999359123 -0.00039855355466917745 -0.00018044427910508627
leaf_weight=0.0019888351746441468 0.0010518306867752522 0.0013430030285594115 0.0012820565185299665 0.0010906780395752947 0.001106287439784511 0.0010585804454325215 0.0010292609997947372 0.0017401172305892155
leaf_count=299 191 191 277 564 519 196 100 1573
internal_value=0 -4.2965e-05 3.63686e-06 -5.31426e-05 1.85238e-05 0.000101345 -5.65366e-06 0.000102794
internal_weight=0 0.0106388 0.00929582 0.00801376 0.00692308 0.00581679 0.00475821 0.00372895
internal_count=3910 3719 3528 3251 2687 2168 1972 1872
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=8
num_cat=0
split_feature=4 12 43 51 151 3 1
split_gain=1.95192e-05 4.59399e-05 3.98497e-05 4.89657e-05 4.20803e-05 5.66348e-05 2.91778e-05
threshold=0.24280000000000004 0.098845000000000016 0.0050750000000000005 -0.032189999999999989 -0.0074049999999999993 -0.015794999999999997 0.11235500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -2
right_child=6 -3 -4 4 5 -7 -8
leaf_value=-0.01954770617365257 -0.0034835667970324405 -0.022646627439692889 0.016929498730013783 0.018769799484300777 0.011129660929824401 -0.016667656132823352 0.016884402061892533
leaf_weight=0.0013827834464417675 0.0013597821754409189 0.0010019818481689646 0.0011869410492142511 0.0011166745046448613 0.0013451833533158737 0.0016104423625488426 0.0014568664251619599
leaf_count=563 206 506 411 366 1289 226 343
internal_value=0 -0.00268688 0.000324143 -0.00328892 0.00223188 -0.00401636 0.00705144
internal_weight=0 0.00764401 0.00664202 0.00545508 0.0040723 0.00295563 0.00281665
internal_count=3910 3361 2855 2444 1881 1515 549
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=7
num_cat=0
split_feature=1 4 4 47 1 3
split_gain=2.05382e-05 3.77516e-05 2.50338e-05 4.885e-05 0.000115931 4.34846e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0057500000000000008 0.09252500000000001 0.11097000000000001 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0025321506147771389 0.0094796143862388212 -0.019948119123223133 0.037810969759694023 -0.0070023309893659366 -0.0016484823513810026 -0.016050312147819976
leaf_weight=0.0017729395033338972 0.0011892353527090012 0.0012909581320550546 0.0012658466810706588 0.0015870840772050318 0.0018080127543568377 0.0015197711350660066
leaf_count=422 867 1586 164 216 357 298
internal_value=0 -0.0069398 0.00280189 0.00724513 0.0146013 -0.00484285
internal_weight=0 0.0030639 0.00736995 0.00466094 0.00307386 0.00270901
internal_count=3910 2008 1902 737 521 1165
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=10
num_cat=0
split_feature=484 47 159 12 15 15 2 3 160
split_gain=0.000146249 5.10295e-05 7.30503e-05 5.42431e-05 6.31818e-05 7.14583e-05 7.0075e-05 8.46262e-05 2.94319e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.08764000000000001 0.10058500000000002 -0.10192499999999999 -0.03231499999999999 0.10113500000000002 -0.069909999999999986 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0007219286662261728 -0.00043069998529909578 0.00035786877055592263 0.00044300984348958082 -0.00043426312452810305 0.00060742749572189779 -0.0002549677482434405 -0.0004579702378276311 0.00050153471849568438 0.00014564134125476924
leaf_weight=0.001005590284546067 0.0010858870605656781 0.0018333021012545683 0.0012392998152320955 0.0013051895731587175 0.0010312292320597402 0.0011480372739231591 0.0012519735030268051 0.0011262401074760646 0.0010931120013210234
leaf_count=627 313 213 381 379 359 1148 193 150 147
internal_value=0 5.89319e-05 -1.18145e-07 -6.84085e-05 2.47565e-06 8.572e-05 -8.54252e-05 0.000119658 0.000369808
internal_weight=0 0.0111143 0.00928097 0.00804167 0.00673648 0.00565059 0.00352625 0.00227428 0.00212434
internal_count=3910 3283 3070 2689 2310 1997 1491 1298 506
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=9
num_cat=0
split_feature=1 42 13 3 3 160 133 16
split_gain=1.72915e-05 4.48988e-05 4.1801e-05 4.35407e-05 4.98327e-05 3.35016e-05 6.16325e-05 3.0082e-05
threshold=0.10113500000000002 0.087065000000000017 -0.077154999999999987 0.11265500000000002 -0.075679999999999983 -0.019279999999999995 0.083815000000000014 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 -7
right_child=2 -3 3 -5 -6 6 -8 -9
leaf_value=0.016602231123370011 0.020541427073918692 -0.022726202136603757 -0.0087138047529683911 -0.015154269459615361 0.02129847398924907 -0.0031882088997229226 0.016947623461214492 -0.024967006268156695
leaf_weight=0.0010000055104369336 0.0011980580327870128 0.0010259117150181662 0.0010200000116153813 0.0013571900653875923 0.0012089981297872161 0.0015396146221054938 0.0010073620746230368 0.0010784785657004534
leaf_count=503 339 1055 221 113 314 691 383 291
internal_value=0 -0.00380002 0.00436941 -0.00103327 0.00756471 0.000397738 -0.00407193 -0.0121596
internal_weight=0 0.00565137 0.00478425 0.00358619 0.002229 0.00462546 0.00362546 0.00261809
internal_count=3910 2923 987 648 535 1868 1365 982
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=9
num_cat=0
split_feature=484 15 15 12 15 1 48 47
split_gain=0.000144046 4.05329e-05 4.59715e-05 4.80417e-05 8.37028e-05 6.73437e-05 0.000110013 6.37755e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.11739999999999999 -0.036459999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.086285000000000014 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00071317754487493017 0.00040978043670754745 -0.00035484674719928495 -0.00028473716160913018 -4.4436259366018726e-05 -0.00021466692657072864 0.00094227046245732812 -8.3456646894661802e-05 0.00030621943535648452
leaf_weight=0.0010002480810986916 0.0011652912352364221 0.0010994398807297806 0.0012534037592895507 0.0018964434323451413 0.0019892984738570339 0.0013137783192654065 0.0011657080434629321 0.0011251298323571085
leaf_count=627 278 257 248 584 1322 338 123 133
internal_value=0 6.3984e-05 2.30468e-05 7.05631e-05 0.000130017 0.000254663 0.000412023 0.000648844
internal_weight=0 0.0110085 0.0098432 0.00874376 0.00749036 0.00550106 0.00360462 0.00243891
internal_count=3910 3283 3005 2748 2500 1178 594 471
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=8
num_cat=0
split_feature=42 160 484 15 15 15 2
split_gain=1.7093e-05 3.9767e-05 4.92425e-05 3.62826e-05 4.33959e-05 7.56905e-05 5.12059e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084750000000000006 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004
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=-0.010382218701591681 -0.026145560784931444 -0.016827060750826787 0.0047195501933090965 0.021028185451427549 -0.010541437193235035 0.028780448288087873 0.010942313753537852
leaf_weight=0.0013879746789333047 0.0010292129911433215 0.0011959815912101317 0.0010384198066843841 0.0011925191871432518 0.0018941692403858209 0.0012016042991147098 0.0014929346621346097
leaf_count=1060 666 205 374 642 332 353 278
internal_value=0 0.00153621 -0.0106443 0.00514579 0.00187162 0.00791514 -0.001409
internal_weight=0 0.00904484 0.00206763 0.00697721 0.00578469 0.00389052 0.00268892
internal_count=3910 2850 1040 1810 1168 836 483
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=7
num_cat=0
split_feature=4 15 16 2 3 1
split_gain=1.57484e-05 3.22528e-05 2.92591e-05 4.52459e-05 3.9157e-05 5.64944e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.094359999999999986 0.106285 -0.075679999999999983 0.094485000000000013
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=-0.013885724955387186 0.016445015133145984 -0.0050494724513556544 -0.016789174170107311 0.016378806960126762 -0.0094523849733459241 0.018770288354274085
leaf_weight=0.0017184644215221785 0.0014882512222967501 0.0013148454863477546 0.0015620709510217844 0.001436063760871552 0.0016245023654502294 0.0012589145118342558
leaf_count=501 333 216 1757 482 366 255
internal_value=0 0.00636262 -0.00240687 0.000947011 -0.00403805 0.00286978
internal_weight=0 0.0028031 0.00760002 0.00588155 0.00444549 0.00288342
internal_count=3910 549 3361 2860 2378 621
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=9
num_cat=0
split_feature=11 159 49 3 1 49 15 47
split_gain=1.54677e-05 2.71174e-05 5.04347e-05 4.66401e-05 7.11775e-05 4.51101e-05 3.32071e-05 2.48799e-05
threshold=0.077330000000000024 0.090705000000000022 -0.006494999999999999 0.092005000000000017 1.0000000180025095e-35 -0.081274999999999986 -0.038029999999999987 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -5 -6
right_child=-2 -3 3 6 7 -7 -8 -9
leaf_value=0.0051513110139318925 -0.011223004340449646 -0.014233478732020553 -0.0014270119187782342 -0.01588240412766731 0.03812204945929315 -0.020660054019383541 0.0095832252465604256 0.016192516352456176
leaf_weight=0.001327567793271949 0.0011050404893396546 0.0010032478433588043 0.0014443822055307015 0.0010421067672183796 0.0010674730338527936 0.001381916952613675 0.0010067472182270021 0.001003906018014171
leaf_count=274 279 462 1535 136 591 350 87 196
internal_value=0 0.00129284 0.00317543 0.00862335 0.0156122 -0.00801324 -0.00336934 0.0274938
internal_weight=0 0.00927735 0.0082741 0.00556462 0.00351576 0.00270948 0.00204885 0.00207138
internal_count=3910 3631 3169 2545 2322 624 223 787
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=8
num_cat=0
split_feature=4 42 43 42 151 43 1
split_gain=1.70135e-05 3.03947e-05 5.34407e-05 5.12162e-05 4.42258e-05 4.32378e-05 2.87062e-05
threshold=0.24280000000000004 -1.0000000180025095e-35 -0.083899999999999988 0.08221500000000001 -0.00016499999999999997 0.052855000000000006 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -2
right_child=6 2 3 -5 5 -7 -8
leaf_value=-0.017794955909422903 -0.0051908524804521062 0.018214686943534644 0.018756572726605799 -0.023862457810270146 -0.014116706065499571 0.010793230632478076 0.015313094481758455
leaf_weight=0.0011086106539505772 0.0011843909171651431 0.0013036357084041782 0.0010153292030260523 0.0010753128332370489 0.001976760742115443 0.0010761716891867223 0.0016123443823069679
leaf_count=972 196 500 136 1274 419 60 353
internal_value=0 -0.00249978 0.000130262 -0.00445322 0.000676976 -0.00533585 0.00662987
internal_weight=0 0.00755582 0.00644721 0.00514357 0.00406826 0.00305293 0.00279674
internal_count=3910 3361 2389 1889 615 479 549
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=9
num_cat=0
split_feature=15 42 3 484 52 1 1 3
split_gain=1.55293e-05 2.55723e-05 5.08707e-05 4.23541e-05 5.10135e-05 7.61202e-05 8.241e-05 2.71711e-05
threshold=0.084050000000000014 0.084100000000000022 -0.078669999999999976 0.042570000000000004 0.048490000000000012 0.094485000000000013 0.11215000000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=-0.024512129047386949 -0.011464504831217236 -0.021735229459888303 0.0083911366678380717 0.022941778363053111 0.025562900964203095 0.025528719706674016 -0.01070389727752016 0.0023334151468868652
leaf_weight=0.0013805560938005825 0.0010652789361354159 0.0012264824132498619 0.0010322165098249447 0.0010351603738641205 0.0010101539495561123 0.0010864788418832592 0.0014867486406831903 0.0010039963988177358
leaf_count=427 1330 608 446 250 262 275 239 73
internal_value=0 0.00128477 -0.0079676 0.00426892 0.00103005 -0.00556883 0.00459439 0.0139837
internal_weight=0 0.00926179 0.0022587 0.00700309 0.00596793 0.00395378 0.00257323 0.00201415
internal_count=3910 2580 1054 1526 1276 941 514 335
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=9
num_cat=0
split_feature=147 157 0 52 43 4 1 4
split_gain=5.37767e-05 4.58324e-05 5.22296e-05 6.62644e-05 5.73764e-05 8.74634e-05 4.99084e-05 1.73461e-05
threshold=0.087265000000000023 -1.0000000180025095e-35 -0.017269999999999997 0.090640000000000012 -0.080894999999999981 -0.0017649999999999999 0.10498500000000001 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=-0.00037157121069709227 0.00041454968948766358 -0.00037404030800429125 0.00058883130190325375 -5.6337813038370942e-05 0.00045583279561128078 -0.00042099074331896741 -0.00012113093098095928 0.00023195177436706726
leaf_weight=0.0014205788591819092 0.0010847842398224354 0.0018719700967620963 0.0011718241062531045 0.0012812943005070191 0.0013425034161046309 0.0013927303762154416 0.0010667944903032126 0.001073002762561708
leaf_count=669 191 749 201 88 1233 467 131 181
internal_value=0 -4.37752e-05 6.83933e-06 0.000251851 -8.22438e-05 2.98036e-05 -0.000132105 5.59226e-05
internal_weight=0 0.0106207 0.00920012 0.00245312 0.006747 0.00487503 0.00353253 0.0021398
internal_count=3910 3719 3050 289 2761 2012 779 312
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=9
num_cat=0
split_feature=159 1 4 4 0 52 3 1
split_gain=3.84863e-05 4.21465e-05 6.96503e-05 5.47049e-05 8.78006e-05 6.92301e-05 6.07929e-05 1.28035e-05
threshold=-0.034019999999999988 0.11235500000000002 0.24280000000000004 -0.0010999999999999996 -0.17106499999999999 -0.088354999999999989 -0.044019999999999997 0.093245000000000008
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=-0.00035917741558720605 -0.00028984672113472346 -5.5181951513508758e-05 0.00055741173473000086 0.00018923381862484681 -0.00032841256548040224 -2.3785643790796847e-05 0.00052802646025190984 -0.00064205289523475595
leaf_weight=0.0010364673610630459 0.001226644792579455 0.0014824939010880504 0.0013757766304770918 0.0011792324336826199 0.0010008319024232661 0.0014865947765961562 0.0015870549885846526 0.0010008065245631723
leaf_count=520 573 243 322 107 507 1379 147 112
internal_value=0 3.71461e-05 0.000239679 -4.0234e-05 -0.000235189 0.000103972 0.000261138 -0.000485231
internal_weight=0 0.0103394 0.00285827 0.00748117 0.00318087 0.00430029 0.00307365 0.00200164
internal_count=3910 3390 565 2825 726 2099 1526 619
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=10
num_cat=0
split_feature=484 484 51 51 13 13 16 13 4
split_gain=0.00013154 5.552e-05 6.52143e-05 7.68017e-05 4.60137e-05 7.56224e-05 5.51504e-05 9.93117e-05 7.84626e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.09021499999999999 0.090935000000000016 -0.16277999999999995 -0.083924999999999986 -0.057604999999999996 0.076210000000000014 -0.048489999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -8
right_child=1 -3 3 -5 5 6 8 -9 -10
leaf_value=-0.00068521310918616819 0.00048051095864003944 -0.00038091622118776507 -0.00033425121429712115 0.00051140271032032404 0.00047157469724708645 -0.00050529398020741022 -0.00020435236734683756 0.00025442337070604798 0.00056016731229680981
leaf_weight=0.0010010426007139887 0.0014764918070656616 0.0010184632642824447 0.0015657944015060495 0.0011386045365821143 0.0012564262817376963 0.0018979986469378864 0.0010308674262782041 0.0010154824114176439 0.0010335897995327522
leaf_count=627 352 357 135 295 499 936 240 132 337
internal_value=0 5.60251e-05 9.87517e-05 3.56933e-05 -3.3747e-05 4.17263e-05 -6.6767e-05 -0.000240497 0.000178412
internal_weight=0 0.0114337 0.0104153 0.00893876 0.00780016 0.00623436 0.00497794 0.00291348 0.00206446
internal_count=3910 3283 2926 2574 2279 2144 1645 1068 577
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 52 3
split_gain=3.80235e-05 6.32647e-05 5.64628e-05 6.23331e-05 9.56182e-05 0.0001001 7.14292e-05 3.57321e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.0066199999999999991 -0.013944999999999997
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=0.00049923322197630298 -0.00036228278713466215 -0.0004523228091929607 -0.00048596905329012979 0.00040180624423635206 -0.00055840437279334402 7.5811744318500167e-06 0.00057426107009845542 6.4001182981013653e-06
leaf_weight=0.001005657711904002 0.001034761142871138 0.0010260973378917225 0.0012238565181579139 0.0014683899422952111 0.0011528458199593613 0.0018329611040502868 0.0016031465506932416 0.0010553183735130143
leaf_count=264 715 286 1384 184 201 463 329 84
internal_value=0 3.18957e-05 -1.8302e-05 3.51193e-05 -4.32775e-05 6.06301e-05 0.000271971 -0.000257989
internal_weight=0 0.0103683 0.00936262 0.00833652 0.00686813 0.00571528 0.00343611 0.00227917
internal_count=3910 3195 2931 2645 2461 2260 792 1468
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=10
num_cat=0
split_feature=484 484 51 133 150 2 47 0 1
split_gain=0.000159241 5.67235e-05 6.4347e-05 9.24665e-05 0.000105035 0.000122134 6.82441e-05 5.90449e-05 5.4765e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 0.090935000000000016 -1.0000000180025095e-35 0.090695000000000012 0.10113500000000002 0.077065000000000008 -0.060094999999999989 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00074951954500521178 -0.00050719092544013406 -0.00037142012784372586 0.00054888390876192455 0.00038115271851033781 -0.00041145637055333198 -0.00040869758623775357 6.1387374667406814e-05 0.0009676847650456654 0.0001903723163917352
leaf_weight=0.0010107764831553826 0.0010038358899581053 0.0010412664323367167 0.0011354637216171677 0.0018089101477272976 0.0011874797874488309 0.0012817475384809133 0.0013613817757433342 0.0010388200289391484 0.0010819028942985571
leaf_count=627 891 367 295 744 204 213 202 124 243
internal_value=0 6.39046e-05 0.000109694 5.27925e-05 0.00012523 0.000222191 0.000422487 0.000595113 -0.000134488
internal_weight=0 0.0109408 0.00989954 0.00876408 0.00776024 0.00657276 0.00420911 0.00284773 0.00236365
internal_count=3910 3283 2916 2621 1730 1526 1070 868 456
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 4
split_gain=1.70216e-05 3.76747e-05 5.90429e-05 5.49197e-05 5.29011e-05 4.82786e-05 5.83204e-05 4.5482e-05
threshold=0.07992500000000001 0.087330000000000019 -0.036459999999999992 0.087825000000000014 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 -0.060264999999999992
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=-0.018772303537039337 -0.012432558067463663 -0.017059256417056669 -0.0052738265928392591 -0.014768110453732297 -0.010832005548728841 0.023693678954572295 0.034951905767340301 -0.0017367975683029663
leaf_weight=0.0010456447284249108 0.0010010185891129652 0.0010007616766143828 0.0010365533401029952 0.0010323381555639314 0.0010137360663107272 0.0013417474108672763 0.0014663504287192224 0.0014779652056997662
leaf_count=317 755 758 115 232 374 702 214 443
internal_value=0 0.00128318 0.00346474 0.00662026 0.0101049 0.0140925 0.0187761 0.0103642
internal_weight=0 0.0094151 0.00841434 0.00736869 0.00633635 0.00532262 0.00428606 0.00281971
internal_count=3910 3155 2397 2080 1848 1474 1359 1145
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=9
num_cat=0
split_feature=132 42 52 47 0 51 150 15
split_gain=4.88796e-05 6.71852e-05 6.7006e-05 7.49279e-05 7.92292e-05 9.78105e-05 6.53795e-05 0.000103593
threshold=0.081240000000000021 -1.0000000180025095e-35 -0.092854999999999979 0.09252500000000001 -0.014809999999999999 0.08955500000000001 0.081245000000000026 -0.0089749999999999986
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=-0.00046993737817925812 0.00040985799738215177 -0.00040485282122273617 -0.00011822992433158676 -0.00036164261666099448 -0.00017951373045754304 -0.00024848270422178588 0.00085084404631357148 0.00061340376742069459
leaf_weight=0.0012403185581613728 0.0010129269021345077 0.001265837598869648 0.0013703096588175716 0.001254690071435526 0.0019294759704135099 0.0010411591336410659 0.0010338410127320144 0.0016280484283067301
leaf_count=869 387 565 414 236 174 198 279 788
internal_value=0 -4.06831e-05 1.52228e-05 7.96183e-05 0.000158679 0.000287298 0.000425643 0.000279033
internal_weight=0 0.0107637 0.00952336 0.00825752 0.00700283 0.00507336 0.0040322 0.00299836
internal_count=3910 3523 2654 2089 1853 1679 1481 1202
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=9
num_cat=0
split_feature=147 11 3 16 160 1 47 15
split_gain=4.38177e-05 4.70563e-05 6.33307e-05 5.79693e-05 5.14333e-05 6.8587e-05 7.5858e-05 3.79074e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.080734999999999987 0.094385000000000011 0.09252500000000001 -1.0000000180025095e-35
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=0.00042147777550000483 0.00037043232405232238 -0.00042187195476106414 -0.00048675570374361201 -0.00037574372986437873 -0.0003964204578070628 0.00056743070442465322 -7.4442570702486086e-05 4.6556930958467914e-05
leaf_weight=0.001197088403069064 0.0010732013643759029 0.0011389208821678499 0.0010706227914390395 0.0011595326022170891 0.0012178996112568207 0.001654742903455751 0.0012371081023775043 0.0019035659753420676
leaf_count=144 191 269 337 635 666 427 146 1095
internal_value=0 -4.53774e-05 4.33866e-08 -6.11559e-05 2.36938e-06 7.528e-05 0.000292843 -0.000126279
internal_weight=0 0.0105795 0.00944056 0.00824347 0.00717285 0.00601332 0.00289185 0.00312147
internal_count=3910 3719 3450 3306 2969 2334 573 1761
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=7
num_cat=0
split_feature=49 15 12 43 3 0
split_gain=1.86039e-05 4.8616e-05 3.40561e-05 5.90497e-05 5.45697e-05 1.66645e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.080120000000000011 -0.074254999999999988 0.096385000000000012 -0.067584999999999992
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=0.020740640739285901 0.0061018391846463203 -0.0057897178380062839 0.0039043177136068525 -0.022166105608155268 -0.0092853939758948695 0.02313754088437326
leaf_weight=0.0013328882966700229 0.0012824567239831763 0.00143359849898523 0.0016443405580426813 0.0018420906080045623 0.0018517505790984347 0.0010397516442380121
leaf_count=228 302 331 1049 1534 271 195
internal_value=0 0.00699256 -0.00257474 -0.00987025 0.00351906 0.0137294
internal_weight=0 0.00276649 0.00766039 0.00348643 0.00417396 0.00232221
internal_count=3910 559 3351 2583 768 497
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=9
num_cat=0
split_feature=484 4 12 4 43 16 16 16
split_gain=0.000133422 6.14234e-05 5.62005e-05 7.98296e-05 7.4563e-05 7.41224e-05 5.05304e-05 2.04656e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.098845000000000016 -0.0017649999999999999 -0.079109999999999986 -0.008069999999999999 -0.094359999999999986 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -3
right_child=1 7 -4 6 5 -7 -8 -9
leaf_value=-0.00068813316148939375 -9.9498574505583882e-05 0.00017476485307596064 -0.00037599163828505724 -0.00050535099986890035 9.7315460688154467e-05 0.00075729403591729056 8.7713741530291508e-06 0.00054588356477695452
leaf_weight=0.001013560163885951 0.0016891548993839896 0.0012894211668861215 0.0014264998147103126 0.0012032429642592638 0.0013020564838877623 0.0013150439479202899 0.0018886421392607204 0.0010257703962759531
leaf_count=627 622 144 449 237 911 309 308 303
internal_value=0 5.49351e-05 -1.96415e-05 4.90694e-05 0.000221658 0.000428942 -0.000191305 0.000339193
internal_weight=0 0.0111398 0.00882464 0.00739814 0.00430626 0.0026171 0.00309189 0.00231519
internal_count=3910 3283 2836 2387 1842 1220 545 447
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=8
num_cat=0
split_feature=42 51 12 12 2 2 3
split_gain=1.8169e-05 3.69361e-05 4.04288e-05 4.37664e-05 8.69243e-05 7.36543e-05 6.03648e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.090585000000000013 0.10274500000000002 0.084065000000000015 0.11818000000000002
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=-0.010668509739295312 -0.013740996483050303 0.0099896550325620885 -0.011349537581789018 0.025275539161633581 0.035456160909256913 -0.022446807807458294 0.0032883438138979482
leaf_weight=0.001393355737118288 0.0013374551594833488 0.0012571127280248536 0.0013649215812433103 0.0011498188855904191 0.0010703941052958735 0.0015798070607875244 0.0012821224657327695
leaf_count=1060 521 469 274 458 241 694 193
internal_value=0 0.00159902 0.00426206 0.00762344 0.00371228 -0.00807337 0.0179247
internal_weight=0 0.00904163 0.00770418 0.00633926 0.00518944 0.00283692 0.00235252
internal_count=3910 2850 2329 2055 1597 1163 434
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=9
num_cat=0
split_feature=147 159 15 4 2 3 43 0
split_gain=1.77361e-05 4.15755e-05 4.88456e-05 6.45991e-05 8.34057e-05 4.39214e-05 5.38855e-05 1.11043e-05
threshold=0.085900000000000018 -1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.11085000000000002 -0.084129999999999996 -0.06705499999999999 -0.10462499999999998
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=-0.020693647360247189 0.012151560592441822 0.020107233061543259 -0.018673361674669046 -0.020314821226039909 0.027575777229847328 0.019527876743542213 0.00034871992429317584 -0.014493022776808152
leaf_weight=0.0010005016644377392 0.0010715196899917156 0.0011404634629504336 0.0013044975822284741 0.001541288058957483 0.0010940314756808216 0.0012319365980535406 0.0010157720572717794 0.0010007530756570187
leaf_count=625 209 395 908 264 303 430 102 674
internal_value=0 -0.00143277 0.00088097 -0.00216939 0.00278322 -0.00317419 0.00304987 -0.00701688
internal_weight=0 0.00932924 0.00832874 0.00718828 0.00564699 0.00455296 0.00324846 0.00201653
internal_count=3910 3701 3076 2681 2417 2114 1206 776
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=10
num_cat=0
split_feature=1 474 160 15 150 160 2 0 2
split_gain=4.5608e-05 5.08069e-05 8.20409e-05 4.63051e-05 7.55433e-05 5.3686e-05 8.22986e-05 7.42403e-05 4.89603e-05
threshold=0.13662500000000002 0.084655000000000022 -1.0000000180025095e-35 -0.095799999999999982 0.09833500000000002 0.041025000000000006 0.10113500000000002 -0.070894999999999986 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 -5 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00052072454746814371 0.00038628625609488944 0.00037510108166580479 -0.00048912804250352525 -5.8358481314782395e-05 0.0005716163184240386 -0.00038652510927975032 -0.00029895129658307661 0.00065627576491985337 7.1547204229357287e-05
leaf_weight=0.0014369809042412826 0.0010361962967546613 0.001002492162840791 0.0013438304357930107 0.0010405361183322412 0.0010067400471822086 0.0011588553732273365 0.0012698540624454533 0.0012074436525714995 0.0010800676037095675
leaf_count=882 225 407 252 981 116 373 297 189 188
internal_value=0 -4.4815e-05 -8.89211e-05 -1.23863e-05 8.43874e-05 -2.04973e-05 0.000100081 0.000325489 -0.000239296
internal_weight=0 0.0105468 0.00954431 0.00810733 0.00568343 0.00467669 0.00351783 0.00224798 0.0024239
internal_count=3910 3685 3278 2396 1956 1840 1467 1170 440
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 13 52 16
split_gain=1.65392e-05 3.29696e-05 5.49779e-05 5.01108e-05 5.4659e-05 6.53982e-05 3.48032e-05 6.18715e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 -0.10628499999999998 0.10153000000000002 0.048490000000000012 -0.008069999999999999
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 6 -7 -8 -9
leaf_value=0.010500074465648558 0.024899743059448098 0.01181929737253784 -0.025795582399418607 0.01945654268730352 -0.03504859102422074 -0.0098224008838649502 0.0027848862904195611 -0.0023687797589647345
leaf_weight=0.0013033303320884827 0.0010947974547951432 0.0015340114179614077 0.0010246847901209753 0.0010219023001175054 0.0012130089656382593 0.0010751464311181663 0.0010114643984789492 0.0011090000346323649
leaf_count=210 254 419 126 214 803 159 1081 644
internal_value=0 -0.00154596 -0.00426151 -0.000879969 -0.00465615 0.00769589 -0.0126968 -0.0194406
internal_weight=0 0.00908402 0.00755 0.00652532 0.00550342 0.00216994 0.00333347 0.00232201
internal_count=3910 3700 3281 3155 2941 413 2528 1447
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=9
num_cat=0
split_feature=41 15 3 3 43 150 4 1
split_gain=6.79448e-05 4.37544e-05 4.43809e-05 7.53928e-05 5.53943e-05 3.89446e-05 5.51917e-05 0.000120548
threshold=0.075585000000000013 0.084050000000000014 -0.10628499999999998 -0.075954999999999981 -0.044024999999999988 0.083205000000000015 -0.00072999999999999985 0.11198000000000001
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=0.00034726350550646172 -0.00048606082035469511 -0.00031380158181155889 -0.00048203757451699278 0.00039803953086412744 0.00016313836454015835 0.00029009755166960167 -0.00079110572403938645 0.00013193038515322639
leaf_weight=0.001995542560431096 0.0010182192538753668 0.0011769886425995477 0.0010037719540014322 0.0017178227668869731 0.001648224705994546 0.0012578397546136955 0.001048866451422176 0.0011300706741251714
leaf_count=273 221 1292 981 437 191 145 202 168
internal_value=0 4.34147e-05 8.63073e-05 1.9601e-05 9.36189e-05 -9.22098e-06 -0.000107595 -0.000312388
internal_weight=0 0.0109791 0.00980214 0.0078066 0.00680282 0.005085 0.00382716 0.00217894
internal_count=3910 3689 2397 2124 1143 706 561 370
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=9
num_cat=0
split_feature=151 2 2 2 4 16 4 13
split_gain=1.67176e-05 4.46937e-05 3.89581e-05 6.57316e-05 4.89935e-05 7.20444e-05 4.80574e-05 4.20368e-05
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.086650000000000019 0.093655000000000002 0.27020000000000005 -0.078399999999999984 0.070230000000000015 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.010533363600970645 0.020266860054446209 -0.025657641671218367 0.026567809384060004 -0.02806501895536527 0.016254750915939475 0.015848789602451653 0.0034037934710657437 -0.010857012870655025
leaf_weight=0.0013234438708867148 0.0011129432415128019 0.0012236300734056057 0.0010011834204413398 0.0011500178704917027 0.0011480576093098396 0.0011760410679898495 0.0010636337288633282 0.0011816187879068996
leaf_count=423 245 1161 694 279 277 391 90 350
internal_value=0 0.00149895 -0.00113035 0.00332254 -0.00167619 -0.00754496 -0.0121434 0.0024643
internal_weight=0 0.00905713 0.00794418 0.00565692 0.00465574 0.00350768 0.00228726 0.00235766
internal_count=3910 3487 3242 1991 1297 1020 1251 741
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=9
num_cat=0
split_feature=16 16 160 1 150 0 52 1
split_gain=1.69918e-05 5.48051e-05 4.74671e-05 3.2677e-05 2.84057e-05 4.07685e-05 2.83935e-05 4.09283e-05
threshold=-0.055679999999999993 -0.004514999999999999 -0.063534999999999994 0.11561500000000001 0.081245000000000026 -0.10209999999999998 0.091210000000000013 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -4
right_child=1 2 6 -5 -6 -7 -8 -9
leaf_value=-0.018411297062269672 -0.024486488476227537 0.019051906995126384 -0.026412541930480093 0.017271045782314073 0.011118966938009373 0.0075108767612864918 0.0081291030116663714 0.0020738978826890736
leaf_weight=0.0013885054766000137 0.0010490314159956014 0.0010867214523575123 0.0010109745025255858 0.001369774921717329 0.0013139772009320575 0.0010775498365831688 0.0010416924088950882 0.0010065041726881711
leaf_count=303 621 342 551 326 178 1257 84 248
internal_value=0 -0.00406743 0.00109919 0.00403834 -0.000756812 -0.00708453 -0.00527823 -0.0122009
internal_weight=0 0.00519492 0.00414589 0.00514981 0.00378003 0.00246606 0.00305917 0.00201748
internal_count=3910 1846 1225 2064 1738 1560 883 799
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=9
num_cat=0
split_feature=11 13 16 39 0 42 15 13
split_gain=1.64763e-05 2.63863e-05 2.7271e-05 3.24381e-05 6.16608e-05 5.13533e-05 6.64742e-05 1.83587e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.50763499999999995 0.005105000000000001 -0.053834999999999994 0.083815000000000014 -0.074174999999999977 -0.39373999999999992
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=0.001879230536238959 -0.011626003406931281 -0.016747052631488769 0.0081933333073297629 0.016083238572245237 -0.022861184116974416 0.023044833164241427 -0.023546560427217839 0.020806981192135907
leaf_weight=0.0010238445348120942 0.0010952711882033115 0.0010096263010602857 0.0018258861248384346 0.0011558282169939526 0.0011469112949552118 0.0010006023752278659 0.0010332424105838863 0.0010259266620097759
leaf_count=162 279 162 357 315 311 1141 811 372
internal_value=0 0.00134695 -0.00151267 0.000983244 -0.00250272 0.00354675 -0.00327695 0.0113527
internal_weight=0 0.00922187 0.0071721 0.00616247 0.00500664 0.00385973 0.00285913 0.00204977
internal_count=3910 3631 3097 2935 2620 2309 1168 534
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=9
num_cat=0
split_feature=474 160 42 160 12 1 151 13
split_gain=4.1266e-05 9.60947e-05 4.13094e-05 5.49214e-05 4.26017e-05 9.727e-05 0.000152091 5.67317e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090735000000000024 0.098845000000000016 0.090540000000000023 -0.0060399999999999994 -0.028919999999999998
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=-0.00047478270856668344 0.00037584247521972814 -0.00029105480263033211 0.00023800630981238898 -0.00033065417496459538 -0.0001277087512522046 -0.00059943567039337823 0.00034380455644639684 0.00086312626976429291
leaf_weight=0.0016432431218903589 0.001009092773345579 0.0012359633708745425 0.0011074390825045132 0.0010093872467104061 0.0015201379163768836 0.001022107646807156 0.0018410606596180094 0.0011253440043967932
leaf_count=927 424 869 489 255 216 188 451 91
internal_value=0 -3.92816e-05 4.14766e-05 9.53745e-05 0.000160372 0.000246307 7.08211e-06 0.000553073
internal_weight=0 0.0105047 0.00886144 0.00762548 0.00661609 0.00509595 0.00286317 0.00223278
internal_count=3910 3486 2559 1690 1435 1219 639 580
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 2 3 3
split_gain=5.05356e-05 9.09249e-05 5.47754e-05 7.76186e-05 7.20444e-05 4.70924e-05 5.39601e-05 3.58328e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 -0.017269999999999997 -0.0089849999999999982 0.094400000000000026 -0.075954999999999981 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -5
right_child=-2 2 -4 7 5 -7 -8 -9
leaf_value=0.00047346723184470423 -0.00041779630160516484 -0.00055883745340573328 -0.00043235130466572725 0.00010364458382333729 -0.00016047761503013347 -0.00030413104413375461 0.00033865254870189083 0.00060007684588219432
leaf_weight=0.001568281300716636 0.0010293281710694645 0.0010694204596392101 0.0011765505035199334 0.0012288659582713017 0.0014444071195182607 0.0013609644287216945 0.0019664076231436303 0.0010255221590449023
leaf_count=249 161 296 562 199 1599 470 229 145
internal_value=0 3.68246e-05 -3.70287e-05 2.04244e-05 -9.88512e-05 4.23792e-06 0.000127282 0.000329472
internal_weight=0 0.0108404 0.00927214 0.00809559 0.0058412 0.00477178 0.00341081 0.00225439
internal_count=3910 3749 3500 2938 2594 2298 1828 344
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=8
num_cat=0
split_feature=157 160 42 160 13 16 16
split_gain=1.47665e-05 7.41789e-05 4.88647e-05 3.46422e-05 4.20886e-05 6.01989e-05 8.6568e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 -0.074204999999999979 -0.50909499999999996
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=0.010867129170462833 -0.022894670967544363 -0.017046483150738128 -0.0071454041372102598 -0.0098945188302293485 0.0045380420825754724 0.00011851026675052481 0.04229520317857844
leaf_weight=0.0011097649937632974 0.0013613091709048517 0.0011110195658736687 0.0012638507988066375 0.0011909415922009082 0.0011788747267033183 0.0018690692582343203 0.0012522942954628442
leaf_count=517 856 878 140 301 141 573 504
internal_value=0 -0.00134198 0.00238796 0.0055844 0.00889752 0.0136126 0.0239867
internal_weight=0 0.00922736 0.00786605 0.00675503 0.00556409 0.00430024 0.00243117
internal_count=3910 3393 2537 1659 1358 1218 645
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 2 15
split_gain=1.41089e-05 4.1298e-05 5.33464e-05 3.79765e-05 5.55549e-05 3.84563e-05 3.04382e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 -0.008069999999999999 -0.50388999999999984 0.096750000000000017 -0.09547499999999999
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=0.019697792208241839 -0.010753266235750182 0.015430128130034779 -0.017894709532144198 0.017066262874884091 0.013381836363099815 -0.02036670270514522 -0.010022633190677283
leaf_weight=0.0010723582431649984 0.0010954575120522983 0.0014345094117208142 0.0015464503469830027 0.0014451458140476081 0.0010072497216101243 0.0014621773979338025 0.0012394475058447568
leaf_count=248 179 246 504 639 275 436 1383
internal_value=0 0.00125164 -0.00117994 0.00274333 -0.00128101 -0.00774451 0.000470167
internal_weight=0 0.00920734 0.00813498 0.00658853 0.00514338 0.00370887 0.0022467
internal_count=3910 3731 3483 2979 2340 2094 1658
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=10
num_cat=0
split_feature=484 484 51 51 2 0 3 12 16
split_gain=0.000121215 7.11759e-05 6.86399e-05 6.38434e-05 4.76985e-05 0.000102584 7.59098e-05 9.02851e-05 2.20383e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.09021499999999999 0.090935000000000016 0.086875000000000022 -0.10575999999999998 0.088060000000000013 0.091475000000000015 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -6 -8
right_child=1 -3 3 -5 6 -7 8 -9 -10
leaf_value=-0.00064520611870927142 0.00049076141720207534 -0.00043811920436285075 0.00024290177862467636 0.00047090260181184557 0.00055390020576694501 -0.00052323578659812825 -0.00037913425093975042 -0.00017494789141886952 1.9893843452473386e-05
leaf_weight=0.0010363330899122855 0.0015042916891956802 0.0010255010998239762 0.001093136807013193 0.0011441333623095707 0.0018643711102712167 0.0017438436775882096 0.0011217381322989196 0.0010060342886198679 0.0010124427488616557
leaf_count=627 352 357 108 295 557 995 116 437 66
internal_value=0 5.49121e-05 0.000103111 3.82144e-05 -2.49175e-05 -0.00022803 9.0222e-05 0.00029845 -0.000189838
internal_weight=0 0.0115155 0.01049 0.0089857 0.00784157 0.00283698 0.00500459 0.00287041 0.00213418
internal_count=3910 3283 2926 2574 2279 1103 1176 994 182
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=8
num_cat=0
split_feature=48 4 42 43 160 42 2
split_gain=5.76187e-05 7.36018e-05 7.64612e-05 4.87477e-05 8.55391e-05 6.48031e-05 6.43516e-05
threshold=0.11930500000000001 0.28937500000000005 0.086700000000000013 0.0050750000000000005 0.069910000000000014 -1.0000000180025095e-35 0.088055000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00058391275681759364 -0.00044798606482493073 0.00039270803647079147 -0.0003716525858583469 0.00036198980426019621 0.00040814192304324117 0.00026511768397040136 -0.00031012931710396556
leaf_weight=0.001058869975534297 0.0010090796302682651 0.001897264883051396 0.0019879519408178689 0.0016224461016567313 0.0013173790785838552 0.001511283774007343 0.0014797329957164772
leaf_count=676 161 388 1213 308 336 458 370
internal_value=0 4.1812e-05 -3.23435e-05 6.41598e-05 -2.58699e-05 -0.000167049 -1.94718e-05
internal_weight=0 0.0108749 0.00897766 0.00698971 0.00536727 0.00404989 0.00299102
internal_count=3910 3749 3361 2148 1840 1504 828
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=9
num_cat=0
split_feature=50 15 15 16 12 0 4 48
split_gain=3.71114e-05 6.61665e-05 6.98678e-05 4.24042e-05 5.36121e-05 6.80574e-05 6.53166e-05 5.72806e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.3935300000000001 0.093125000000000013 -0.12329499999999999 -0.026614999999999996 0.085090000000000013
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=0.00050650710811565652 -0.00035384524845682465 -0.00049576238795812143 0.00051484570137539829 -0.00030732181875825661 0.00040098460800672646 5.0618264336863815e-05 -0.00052239555313417219 -9.0166892774440954e-05
leaf_weight=0.0010234634490577229 0.0010495461002163536 0.0010479665513016658 0.0013705160060738008 0.0011596304885634536 0.0017025718600782317 0.0018460140830370126 0.0013058106594213367 0.0010724254193739818
leaf_count=264 715 286 189 351 547 886 555 117
internal_value=0 3.2804e-05 -1.82029e-05 4.09751e-05 9.63234e-05 3.6104e-06 -0.000186783 0.000249252
internal_weight=0 0.0105284 0.00950494 0.00845697 0.00729734 0.00559477 0.00315182 0.00244294
internal_count=3910 3195 2931 2645 2294 1747 1441 306
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=10
num_cat=0
split_feature=1 123 48 0 49 1 16 16 12
split_gain=4.19748e-05 5.80503e-05 4.97345e-05 6.20272e-05 7.49643e-05 6.77737e-05 8.08633e-05 7.23499e-05 4.79931e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11280000000000003 -0.23029999999999998 -0.0019649999999999997 0.095575000000000007 -0.055679999999999993 -0.035699999999999989 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -9
right_child=-2 -3 -4 4 5 6 -8 8 -10
leaf_value=0.00039555632247134138 0.00037119408857210975 0.00037621327098444411 -0.00050427950062930131 -0.00045306537146491818 -0.00055862283318204771 0.00067973014232583745 -8.2563737654830246e-05 -0.00022744531514802964 0.00033072916602533685
leaf_weight=0.0010747138867630611 0.00102458616814662 0.0011304062094014489 0.0010137975528558213 0.0018320126722711546 0.0011858312612231811 0.0010153225140348025 0.0011309712635399318 0.0012630484906137492 0.0011151188774883209
leaf_count=111 225 276 127 529 1358 157 289 542 296
internal_value=0 -4.4141e-05 -9.34797e-05 -4.51488e-05 -0.000107946 2.77806e-06 0.000278046 -0.000162992 3.42818e-05
internal_weight=0 0.0107612 0.00963082 0.00861702 0.00754231 0.00571029 0.00214629 0.003564 0.00237817
internal_count=3910 3685 3409 3282 3171 2642 446 2196 838
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=7
num_cat=0
split_feature=13 39 48 0 3 15
split_gain=1.62102e-05 2.96543e-05 3.95501e-05 5.47389e-05 9.47602e-05 7.07252e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 -0.15291499999999997 -0.074234999999999982 -0.021529999999999997
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=0.010347066705231975 0.014497782112375627 0.011105757231931392 -0.022461014805396723 0.01682107590949914 -0.0285060179421972 -0.011752028748639605
leaf_weight=0.0013141731698872146 0.0016474861203872922 0.0015405308531301802 0.0010171025528786359 0.0017032578486724428 0.0014040047189659028 0.001762898891780002
leaf_count=210 223 419 126 798 596 1538
internal_value=0 -0.00153616 -0.00412089 -0.00125884 -0.00658902 0.0022887
internal_weight=0 0.00907528 0.00753475 0.00651765 0.00487016 0.00346616
internal_count=3910 3700 3281 3155 2932 2336
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=9
num_cat=0
split_feature=1 474 160 12 151 4 4 13
split_gain=5.25039e-05 5.48649e-05 8.74605e-05 7.25492e-05 5.22523e-05 8.94496e-05 7.87038e-05 6.18182e-05
threshold=0.13662500000000002 0.084655000000000022 -1.0000000180025095e-35 0.10852500000000001 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
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=-0.00052471457614957631 0.00041323397949628426 0.00037726138378337925 -0.00022492679194966058 -0.00046819874680836045 0.00051809728583188726 0.00053881030544256601 -0.00043121628030418026 -7.9414525285977918e-05
leaf_weight=0.0015185061909981151 0.0010451667535132094 0.0010635088157326692 0.0018810587420383003 0.001168965808981506 0.0011605928943416016 0.0016320048926729835 0.0011784372161417981 0.0015611948805337374
leaf_count=882 225 407 348 192 442 269 247 898
internal_value=0 -4.63507e-05 -9.09528e-05 -1.4205e-05 5.73831e-05 0.000153374 -7.90796e-06 0.000175369
internal_weight=0 0.0111643 0.0101008 0.00858225 0.00741329 0.00553223 0.00390022 0.00272179
internal_count=3910 3685 3278 2396 2204 1856 1587 1340
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=9
num_cat=0
split_feature=474 160 42 160 0 2 0 42
split_gain=3.52244e-05 8.89408e-05 4.17033e-05 4.59814e-05 4.25003e-05 6.6981e-05 0.000154371 5.58321e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.15517999999999996 0.11085000000000002 0.012625000000000003 0.084100000000000022
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=-0.00045612136060687702 0.00034626673553080707 -0.00029333336538685386 -0.00012059694659143892 -0.00029515002026169466 0.0006564427944690148 0.00066045973803171144 -0.00049689495417308148 9.1255275240121825e-05
leaf_weight=0.0016358354931396016 0.0010152428320923468 0.0012276143576380608 0.0016098230119276011 0.0010007171111424519 0.0013446623377312813 0.0011512474888907744 0.0011038956369263963 0.00134327396487452
leaf_count=927 424 869 168 248 230 269 147 628
internal_value=0 -3.63475e-05 4.18512e-05 9.63254e-05 0.000156109 0.000246224 0.000120457 0.000373995
internal_weight=0 0.0104171 0.00878123 0.00755362 0.0065529 0.00494308 0.00379183 0.00268794
internal_count=3910 3486 2559 1690 1442 1274 1005 858
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=9
num_cat=0
split_feature=1 123 2 3 150 52 4 12
split_gain=4.82572e-05 4.38706e-05 5.89073e-05 7.14092e-05 0.00012245 0.0001076 0.000113177 0.00010236
threshold=0.13662500000000002 1.0000000180025095e-35 0.12401500000000001 0.10666500000000002 0.086870000000000017 0.084240000000000023 0.074650000000000008 0.084100000000000022
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=0.00023217950343532883 0.00040279109429035753 0.00032035750377111901 -0.00053573212212460592 0.00029768003483346135 -0.00067100438601670612 -0.00049373029278198806 0.00064113506798936146 -0.00052216798941615722
leaf_weight=0.0017821968538890242 0.0010213869211403636 0.0011430799870246521 0.0010030058729945156 0.001940562241336324 0.0012957562842811137 0.0012987910019991722 0.0012687768519135433 0.0011301451007359753
leaf_count=371 225 276 185 160 237 1061 186 1209
internal_value=0 -4.29992e-05 -8.57336e-05 -3.39508e-05 -0.00012893 -7.53871e-07 0.000152381 -6.05478e-05
internal_weight=0 0.0108623 0.00971923 0.00871623 0.00677567 0.00547991 0.00418112 0.00291234
internal_count=3910 3685 3409 3224 3064 2827 1766 1580
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=9
num_cat=0
split_feature=2 13 13 0 43 150 47 15
split_gain=1.6189e-05 5.77158e-05 3.4846e-05 3.71729e-05 4.0218e-05 3.29665e-05 2.9043e-05 6.2035e-05
threshold=0.097940000000000013 -0.088444999999999982 -0.26418499999999995 -0.17106499999999999 -0.036139999999999992 0.086420000000000011 0.09252500000000001 -0.035939999999999993
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=-0.024674811121484327 0.020772389880078932 0.030487195100868076 0.014498274665750002 0.007655385519339435 -0.01801928184881052 -0.014616149793347945 -0.0086758501095783851 -0.00099634606780510545
leaf_weight=0.0010595023823088499 0.0010103358442348593 0.00101920699165962 0.0011709197431385024 0.0010617613122572635 0.0014342932456415107 0.0010330425480465713 0.0010252838335587065 0.0016216020628208574
leaf_count=452 148 478 129 473 432 203 243 1352
internal_value=0 -0.00359117 0.0043287 -0.000201917 -0.0070979 0.00116251 0.00560866 0.0111546
internal_weight=0 0.00575864 0.00467731 0.00366697 0.00249605 0.00469914 0.00366609 0.00264081
internal_count=3910 2728 1182 1034 905 2276 2073 1830
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=8
num_cat=0
split_feature=1 42 160 49 2 12 2
split_gain=1.6469e-05 3.48962e-05 4.16905e-05 7.14233e-05 3.22215e-05 4.27591e-05 1.00541e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 0.10362500000000001 0.091405000000000014 0.083715000000000026
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=-0.022328144864626937 0.0093145948066087215 -0.018485964664799959 0.016003677416459243 0.0072211552866027155 -0.0083374759606909179 0.0246487219060662 -0.0067443173712557177
leaf_weight=0.0014519364053815877 0.0015946655479938789 0.0010891741798827173 0.0014365750699003726 0.001045402193840026 0.0016577790428310289 0.0011139489882073341 0.0010170003147085892
leaf_count=471 331 706 412 383 365 386 856
internal_value=0 -0.00172918 0.000634136 -0.00287832 0.00296346 0.00886157 0.00033458
internal_weight=0 0.00881182 0.00772264 0.00628607 0.00483413 0.00317635 0.0020624
internal_count=3910 3579 2873 2461 1990 1625 1239
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=10
num_cat=0
split_feature=1 474 160 2 15 4 0 12 16
split_gain=5.91887e-05 5.84659e-05 8.66042e-05 4.99854e-05 6.51984e-05 5.23327e-05 6.44694e-05 7.3029e-05 2.87357e-05
threshold=0.13662500000000002 0.084655000000000022 -1.0000000180025095e-35 0.086875000000000022 -0.064869999999999983 0.27020000000000005 -0.15517999999999996 0.094045000000000004 0.0063350000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00053645104816248135 0.00044766796938194527 0.00040078553809449926 -0.00047964530776096846 -0.00040068388644609528 0.00010522842049826063 0.00049703025334415704 0.00056136822668073096 -0.00027045341423842246 0.00010954681776439212
leaf_weight=0.0014144794655454275 0.0010464220155343698 0.0010423185616281827 0.0016296903229310981 0.0011142402081427082 0.0013314591046253909 0.001033735342930775 0.0011713237650190964 0.0010829884767527757 0.0010059813318653633
leaf_count=882 225 407 261 79 802 169 474 421 190
internal_value=0 -4.06819e-05 -8.77132e-05 -1.1874e-05 -0.000216661 0.000100252 6.48983e-06 0.000145646 0.000352613
internal_weight=0 0.0108262 0.0097839 0.00836942 0.00296115 0.00540827 0.00437453 0.00326029 0.00217731
internal_count=3910 3685 3278 2396 1063 1333 1164 1085 664
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=8
num_cat=0
split_feature=2 3 150 52 0 4 12
split_gain=1.63269e-05 2.69921e-05 4.15147e-05 4.74995e-05 5.01882e-05 4.56776e-05 4.86705e-05
threshold=0.11462500000000002 0.11476000000000001 0.087235000000000021 0.084890000000000007 -0.13027499999999997 0.08734500000000002 0.080120000000000011
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=0.023225380659389044 0.0081019629468480955 0.010953525010551496 -0.020779136443735267 -0.016590664267701043 0.004172761399398559 0.014821228983842225 -0.025779878954663896
leaf_weight=0.0010657867765120101 0.0019953833304788724 0.0013575880108444779 0.00127471297839888 0.0014385693641343891 0.0011332946156883406 0.0011027745045932083 0.0010406323755836307
leaf_count=224 599 120 262 1022 227 181 1275
internal_value=0 -0.00195933 -0.00444386 -0.000841966 0.00437523 -0.00175601 -0.0101652
internal_weight=0 0.00841336 0.00705577 0.00578106 0.00434249 0.0032767 0.00217393
internal_count=3910 3311 3191 2929 1907 1683 1502
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=8
num_cat=0
split_feature=147 157 4 15 51 12 12
split_gain=4.16393e-05 5.50449e-05 6.33926e-05 7.29949e-05 8.37583e-05 8.82375e-05 5.32167e-05
threshold=0.087265000000000023 -1.0000000180025095e-35 -0.030814999999999995 -0.15202999999999997 0.013805000000000001 0.085185000000000025 0.080120000000000011
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=-0.00039522272860568011 0.00036300939071238147 0.00050425017549256615 0.00029961373263648116 -0.00067396539434677822 0.00023175839684865462 -4.2334441314604257e-05 1.0405741926382289e-05
leaf_weight=0.0014604739744227763 0.0010771074038446781 0.0014947917847079051 0.0013062866471628912 0.0018272101095059014 0.0011498562233352395 0.0015904929205733669 0.0019120446772398951
leaf_count=669 191 164 355 348 241 494 1448
internal_value=0 -4.13834e-05 1.42992e-05 -0.000109117 -0.000226011 -0.000380024 0.000227086
internal_weight=0 0.0107412 0.00928068 0.00587385 0.00456756 0.0034177 0.00340684
internal_count=3910 3719 3050 1438 1083 842 1612
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=9
num_cat=0
split_feature=474 160 42 160 1 151 4 2
split_gain=4.69929e-05 8.60295e-05 7.0288e-05 5.13694e-05 4.17998e-05 0.00010684 7.98346e-05 7.55308e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 0.090540000000000023 -0.0060399999999999994 0.061775000000000004 0.10113500000000002
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=-0.00044973436652632006 0.00038774444462681359 -0.00039675078333517962 0.00058227304225297598 -0.00030080704659052679 -0.00046857692563315959 -0.00014431774159410777 0.00053190170073612038 -7.7868587001992553e-05
leaf_weight=0.0016947756392685061 0.0010642771883345318 0.0012688483090398774 0.0018348581318687919 0.0010595421636365515 0.0011569769486767341 0.0011749606107217937 0.0015656892139523611 0.0010463676911802826
leaf_count=927 424 869 557 248 210 340 209 126
internal_value=0 -4.40965e-05 3.1389e-05 0.000100695 0.00016345 3.10682e-05 0.000241996 0.000342531
internal_weight=0 0.010802 0.00910724 0.00783839 0.00677885 0.00389763 0.00274065 0.00288123
internal_count=3910 3486 2559 1690 1442 759 549 683
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=10
num_cat=0
split_feature=1 123 2 48 13 3 3 2 3
split_gain=5.25881e-05 6.06862e-05 5.91226e-05 6.19511e-05 6.47983e-05 4.77018e-05 8.53277e-05 5.94814e-05 6.20939e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11934000000000002 0.099240000000000009 0.098990000000000009 -0.115685 -0.075954999999999981 0.083795000000000022 0.10666500000000002
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=0.00032351073863864401 0.0004159734687349213 0.00038486790365639038 -0.00050997104419355757 0.00040706305878335236 -0.00051832427287376375 -0.00061830429774618119 0.0003740025078475255 -0.0004771224027559169 0.00013167726296037417
leaf_weight=0.0012232225864950456 0.0010248915127497047 0.0011094359143094231 0.0011826842747325291 0.0010365481972226019 0.0012164098263743716 0.0010056590277482055 0.0012529195339240598 0.0011849696551300705 0.0014111793257705063
leaf_count=222 225 276 247 201 231 1746 231 428 103
internal_value=0 -4.91141e-05 -9.97233e-05 -4.14831e-05 -0.000105223 -2.25467e-05 -0.000109741 2.31328e-05 -0.000146199
internal_weight=0 0.010623 0.00951359 0.00833091 0.00729436 0.00607795 0.00485473 0.00384907 0.00259615
internal_count=3910 3685 3409 3162 2961 2730 2508 762 531
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=8
num_cat=0
split_feature=49 16 12 2 12 16 4
split_gain=1.73625e-05 4.41458e-05 3.71823e-05 7.59864e-05 4.86133e-05 6.59162e-05 4.38646e-05
threshold=-0.029304999999999998 -0.096824999999999981 0.051320000000000005 0.08400500000000001 -0.051479999999999991 -0.008069999999999999 -0.12499499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 -5
right_child=2 -3 3 6 5 -7 -8
leaf_value=0.021807189433480652 -0.014868808578086251 -0.0038662763739110446 -0.028469649135071568 -0.013622467355928354 -0.0030287423793462758 0.02649858839050306 0.014299824882401675
leaf_weight=0.0011427565074180719 0.0010151977067235961 0.0016181470503194954 0.0013656716589095026 0.0010458408202122312 0.0016629539232551928 0.0013863011687700834 0.0012176662472877051
leaf_count=170 357 389 816 169 215 174 1620
internal_value=0 0.00676014 -0.00248402 -0.00984099 0.00408507 0.0103954 0.00139849
internal_weight=0 0.0027609 0.00769363 0.00362918 0.00406445 0.00304926 0.00226351
internal_count=3910 559 3351 2605 746 389 1789
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=8
num_cat=0
split_feature=151 2 48 51 2 15 0
split_gain=1.50509e-05 3.67125e-05 3.92175e-05 4.9872e-05 6.87221e-05 6.54326e-05 0.000124451
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.096835000000000018 0.083165000000000017 0.11260500000000001 -0.017214999999999998 -0.014809999999999999
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=-0.0099837897186864262 0.018361922416074591 -0.022162505865887527 0.015082418797896411 -0.022684930680052597 0.022803795394491216 0.020627672007779013 -0.021373132350891055
leaf_weight=0.00132781953259561 0.0011206041363373285 0.0015402869107088665 0.0012782795122921169 0.0011806668063939624 0.0010631458496319097 0.0017122713930283824 0.0011998188550599439
leaf_count=423 245 667 276 396 404 1331 168
internal_value=0 0.00141352 -0.000968136 -0.00403213 -3.92659e-05 -0.00549377 0.0033228
internal_weight=0 0.00909507 0.00797447 0.00669619 0.00551552 0.00445238 0.00291209
internal_count=3910 3487 3242 2966 2570 2166 1499
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=9
num_cat=0
split_feature=48 4 15 47 3 4 52 2
split_gain=5.80983e-05 7.05133e-05 4.52132e-05 5.63397e-05 9.61727e-05 0.000100301 5.1071e-05 6.45557e-05
threshold=0.11930500000000001 0.28937500000000005 -0.10981499999999998 0.092255000000000018 0.10666500000000002 -0.0017649999999999999 -0.088354999999999989 0.093070000000000014
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=-0.00042299319743182738 -0.00045018396939042302 0.00038347244119186688 -0.00035985165031306323 0.00039933979135570375 0.00041694391365314692 -0.00057066060479767772 0.00041771850250721176 -0.00021164024843664401
leaf_weight=0.0010113353437708203 0.0010143503549828693 0.001900057699373005 0.0010249628663492015 0.0012492102663933238 0.001327919640583982 0.0016702475610248175 0.0015150329591756401 0.001068563059773392
leaf_count=293 161 388 469 194 123 549 1374 359
internal_value=0 4.06866e-05 -3.27647e-05 1.74715e-05 -5.47328e-05 -0.000173386 1.0495e-05 0.000157419
internal_weight=0 0.0107673 0.00886727 0.00785594 0.00660673 0.00527881 0.00360856 0.0025836
internal_count=3910 3749 3361 3068 2874 2751 2202 1733
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=8
num_cat=0
split_feature=15 42 43 15 16 0 2
split_gain=1.87749e-05 3.38546e-05 6.82283e-05 5.24458e-05 7.24913e-05 9.7659e-05 6.89406e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 -0.038029999999999987 -0.055679999999999993 -0.14808999999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=-0.010786667969488076 -0.011397439118316068 -0.024436898514287667 0.0081022132887128336 0.02782954118582397 -0.024151439668719979 0.028023953457938011 -0.004218204800596397
leaf_weight=0.0014519890312093108 0.0012761686172551882 0.0012880520969213052 0.0012895366952187406 0.0017574045414538132 0.0010887125544063862 0.0011714255119452492 0.001086069345674849
leaf_count=163 1436 679 505 238 352 353 184
internal_value=0 0.00155154 -0.00815797 0.00536921 -0.002459 0.00654332 0.0155889
internal_weight=0 0.00913319 0.00257759 0.0065556 0.00371213 0.00262341 0.00284347
internal_count=3910 2474 1184 1290 868 516 422
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=8
num_cat=0
split_feature=49 15 16 47 15 4 52
split_gain=1.65894e-05 4.97776e-05 3.52314e-05 3.45811e-05 2.1014e-05 4.24177e-05 3.86332e-05
threshold=-0.029304999999999998 -0.040439999999999997 -0.45301499999999995 0.10783500000000001 -0.07142999999999998 -0.06272999999999998 0.071660000000000015
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=0.018304357833624264 -0.018436101659031701 -0.0088596909018305841 -0.012233258754764545 0.016347977303998364 -0.018792425837641319 0.018675357115385375 0.0055270947891473245
leaf_weight=0.0015687062283696925 0.0011655542622451432 0.0011835778589031039 0.0016642482182118307 0.0011294332023528923 0.0011826309068787119 0.001016893416086251 0.0014591370351598894
leaf_count=301 261 258 854 182 731 573 750
internal_value=0 0.00662287 -0.00243537 0.000455013 -0.00291721 0.00132046 -0.00535994
internal_weight=0 0.00275228 0.0076179 0.00645234 0.00532291 0.00365866 0.00264177
internal_count=3910 559 3351 3090 2908 2054 1481
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=9
num_cat=0
split_feature=124 42 51 12 2 151 51 2
split_gain=1.64336e-05 2.23374e-05 3.6449e-05 4.2398e-05 5.65886e-05 9.3035e-05 5.60572e-05 2.86434e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 1.0000000180025095e-35 0.106035
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.011971427520456523 -0.015346219941610865 -0.015744251716102119 -0.0094818352096089943 -0.012929677011873406 -0.011999063704127122 0.019536775376002621 0.0028403026721063899 0.043150676221644424
leaf_weight=0.0010279353726456502 0.001016183448514253 0.0012018383868371224 0.0015555245550784276 0.0013407579965229446 0.0011097882515852821 0.0010289305559094293 0.0010408144661364594 0.0010257780142505222
leaf_count=310 983 494 823 274 259 372 249 146
internal_value=0 -0.00135162 0.000361052 0.00308663 0.00681422 0.012842 0.0217479 0.0313256
internal_weight=0 0.00931962 0.00830343 0.00710159 0.00576084 0.00420531 0.00309552 0.00205471
internal_count=3910 3600 2617 2123 1849 1026 767 518
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=9
num_cat=0
split_feature=39 13 48 16 51 0 0 49
split_gain=3.31846e-05 5.0259e-05 4.48851e-05 5.92093e-05 8.65557e-05 6.85502e-05 0.000102105 5.55151e-05
threshold=0.092870000000000022 -0.23438999999999996 0.11379500000000002 -0.15168999999999996 0.085845000000000019 -0.12329499999999999 -0.06402999999999999 -0.029304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.00039831149428689249 -0.00034183336354674901 0.00063036604903406754 -0.00038351337081240594 0.00042223190729648026 -0.00060023586595283728 -0.00051610744291216769 0.0001727042567662603 4.8373301699386786e-05
leaf_weight=0.0012408266111304288 0.0010264904207966013 0.0010156676935823782 0.0011553132219136826 0.0012480359836201686 0.0010252281063256648 0.001420962177014643 0.0019806749662386091 0.0016600775457797866
leaf_count=173 244 135 132 162 376 1967 432 289
internal_value=0 2.71697e-05 -2.1276e-05 2.88396e-05 -8.4533e-05 2.91768e-05 -0.000115032 0.000269288
internal_weight=0 0.0107468 0.00950596 0.00835065 0.0056749 0.00464967 0.00340164 0.00267575
internal_count=3910 3666 3493 3361 2937 2561 2399 424
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=9
num_cat=0
split_feature=474 160 42 160 43 1 4 4
split_gain=4.43831e-05 8.67617e-05 8.70921e-05 6.60119e-05 5.76926e-05 4.643e-05 8.28284e-05 3.08241e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 0.090540000000000023 0.24280000000000004 -0.0025899999999999994
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=-0.0004513520803873196 0.00038083307760636791 -0.00043829684583548788 0.00022088109455293127 -0.00034275160932827851 0.00030599849302285359 -0.00046562418114123177 0.00020815775801552949 0.00070612155448212513
leaf_weight=0.0016584329901846761 0.0010641372171060889 0.0012764765735004038 0.0010066142822527601 0.0010511354050956696 0.001881556817312871 0.0012619972222309313 0.0015792508967511843 0.0010066302969515494
leaf_count=927 424 869 244 248 530 324 198 146
internal_value=0 -3.90106e-05 3.6438e-05 0.000114257 0.000185571 6.70937e-05 -9.1116e-05 0.000463503
internal_weight=0 0.0107221 0.00906366 0.00778718 0.00673605 0.0047228 0.00284125 0.00201324
internal_count=3910 3486 2559 1690 1442 1052 522 390
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=10
num_cat=0
split_feature=132 42 43 160 474 4 16 16 0
split_gain=4.45288e-05 6.13796e-05 8.75695e-05 6.05438e-05 0.000112379 8.11217e-05 8.99785e-05 8.76332e-05 4.93314e-05
threshold=0.081240000000000021 -1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.059400000000000008 0.074650000000000008 -0.072804999999999981 -0.52908499999999992 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -7 -8
right_child=-2 2 -4 5 -6 7 8 -9 -10
leaf_value=-0.00045360949650366143 0.00037820555911712586 -0.00066593803925823743 -0.00043836474120476126 0.00038859070305348285 0.0002551184219914699 6.3580524634815569e-05 -0.00048877447651912384 0.00082332075021457167 8.3475360947459607e-05
leaf_weight=0.0012607597645071513 0.0010382005041642455 0.001023819407000465 0.001445646139279535 0.0014523073727104089 0.0010134226201622193 0.0010938580626603091 0.0012938132686718153 0.0012515956356169632 0.001048573387593941
leaf_count=869 387 613 195 452 293 119 514 194 274
internal_value=0 -4.67996e-05 6.49849e-06 8.5144e-05 -0.00020776 0.000182327 5.13883e-06 0.000468998 -0.000232606
internal_weight=0 0.0108838 0.00962304 0.00817739 0.00203724 0.00614015 0.00379469 0.00234545 0.00234239
internal_count=3910 3523 2654 2459 906 1553 1240 313 788
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=8
num_cat=0
split_feature=1 4 47 2 2 49 1
split_gain=1.5408e-05 4.6576e-05 2.52665e-05 6.12965e-05 5.76119e-05 4.27192e-05 3.58394e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 0.11462500000000002 0.097135000000000013 -0.0057999999999999987 0.11561500000000001
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=0.004643533608278543 -0.0031158642090913648 -0.020302626889013471 -0.020128042969508302 0.028466889380129364 -0.017770889257917737 0.021434227358514066 0.0049368697486656746
leaf_weight=0.0017549437705874288 0.0014868995927051728 0.0013049710309856564 0.0010267215295853577 0.001009017866742277 0.0011710463381062733 0.0013544345591613067 0.0012837235571312739
leaf_count=422 226 1586 222 321 265 708 160
internal_value=0 -0.00599533 0.00245273 0.00643473 0.000894169 0.00858691 -0.00620154
internal_weight=0 0.00305991 0.00733184 0.0050214 0.00401238 0.00284133 0.00231045
internal_count=3910 2008 1902 1520 1199 934 382
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=8
num_cat=0
split_feature=49 151 16 133 15 43 0
split_gain=1.73559e-05 4.77125e-05 3.08251e-05 3.61919e-05 5.21709e-05 4.69972e-05 5.46721e-05
threshold=-0.029304999999999998 -0.074204999999999979 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.074254999999999988 -0.072264999999999982
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=0.023027162076698981 -0.017556203812688503 -0.0038813387506788756 -0.016118985145182074 -0.015277469957207601 0.022522289020027134 0.012593509109768274 -0.016831437927981693
leaf_weight=0.0010906290620682751 0.0011527808187181661 0.0016648331604552811 0.0010492258162576812 0.0012248346669561381 0.0015659903458801706 0.001551700272651532 0.0010647151054832497
leaf_count=251 261 308 287 1189 396 914 304
internal_value=0 0.00676921 -0.0024934 0.000196009 0.00381867 0.00882037 0.000619422
internal_weight=0 0.00275546 0.00760925 0.00645647 0.00523163 0.00418241 0.00261642
internal_count=3910 559 3351 3090 1901 1614 1218
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=8
num_cat=0
split_feature=4 0 3 3 1 1 1
split_gain=1.70563e-05 2.65235e-05 5.90553e-05 4.77214e-05 3.15393e-05 2.9186e-05 5.28036e-06
threshold=0.27608500000000008 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 0.094385000000000011 0.097265000000000018 0.11353000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -4 -2
right_child=6 3 5 -5 -6 -7 -8
leaf_value=-0.025446375334601808 0.013378850935963492 0.017213942623377547 0.016975634788029891 -0.0067637573772649159 -0.0039794092261372102 -0.0060227194619009508 0.0031299079532460397
leaf_weight=0.0016016715128524487 0.0010022994784952832 0.0016166545765018132 0.0011161110972946501 0.0017058954880753235 0.0011950549602981128 0.0010913597929794183 0.0010085031466762701
leaf_count=2278 130 277 101 357 341 115 311
internal_value=0 -0.00202334 -0.00662216 0.00490308 -0.0162734 0.00560539 0.00823857
internal_weight=0 0.00832675 0.0050042 0.00332255 0.00279673 0.00220747 0.0020108
internal_count=3910 3469 2835 634 2619 216 441
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=9
num_cat=0
split_feature=41 474 160 42 15 16 2 3
split_gain=6.29395e-05 6.21592e-05 0.00013199 0.000137492 6.73286e-05 7.50711e-05 8.70713e-05 4.7621e-05
threshold=0.075585000000000013 0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.19424999999999998 0.10705000000000002 -0.0026499999999999996
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=-0.00053848389206096316 -0.00047277918383419759 0.00049968038973489351 -0.00053598623971131418 -0.00022615864481843192 0.00058201068128192518 0.00033211599064779574 0.0007005460439762839 -0.00015571419224826634
leaf_weight=0.0015437207845742746 0.0010211091464125506 0.0010101597943560992 0.0011882380226090616 0.0019199323145168926 0.0013301510093072831 0.0014296602464967867 0.0011545645817947333 0.0016657225882597557
leaf_count=875 221 413 832 269 611 386 201 102
internal_value=0 3.56537e-05 -1.01577e-05 8.37147e-05 0.000181895 9.56344e-05 0.000241006 6.95993e-05
internal_weight=0 0.0112421 0.010232 0.00868827 0.00750003 0.00616988 0.00424995 0.00309538
internal_count=3910 3689 3276 2401 1569 958 689 488
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=8
num_cat=0
split_feature=4 15 4 3 4 43 43
split_gain=1.4673e-05 3.3983e-05 2.71037e-05 4.32216e-05 3.18526e-05 3.34174e-05 6.13267e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0010999999999999996 -1.0000000180025095e-35 -0.034289999999999994 0.0050750000000000005 -0.083684999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0074798315154237368 0.016591460259613229 -0.005529092069417779 -0.02637882298367665 -0.00085676836123609035 0.017178031566933094 0.011726721456588769 -0.024536633745547855
leaf_weight=0.0011648468511617825 0.0014741191506876057 0.0013131578594956239 0.0010284221756799382 0.0018702146456523534 0.0011112330241822882 0.0011580114207280123 0.0012300367754131366
leaf_count=397 333 216 614 189 729 359 1073
internal_value=0 0.0061699 -0.00231801 -0.00991187 0.00240139 -0.00222028 -0.00896415
internal_weight=0 0.00278728 0.00756276 0.00289864 0.00466413 0.0035529 0.00239488
internal_count=3910 549 3361 803 2558 1829 1470
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=8
num_cat=0
split_feature=11 13 16 3 12 4 13
split_gain=1.48963e-05 2.93506e-05 2.94089e-05 3.51738e-05 9.2628e-05 6.08493e-05 1.7659e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.016619999999999996 0.085465000000000013 0.0057500000000000008 -0.39373999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.0025371525310576553 -0.011084238840993427 -0.016211654219882937 0.032828686301300501 -0.020648606057348123 -0.0054135130381502304 0.0064768225738227759 0.021015461583325616
leaf_weight=0.0010353236510750063 0.0010903564659075675 0.0011760502495375682 0.0010466097857787372 0.0015047326528089377 0.0016041222190835642 0.0018361138549795699 0.0010334005616855157
leaf_count=162 279 261 540 305 1804 187 372
internal_value=0 0.00127484 -0.00175362 0.00108426 0.00968596 -0.0057406 0.0117677
internal_weight=0 0.00923635 0.00716763 0.00599158 0.00265073 0.00334085 0.00206872
internal_count=3910 3631 3097 2836 2344 492 534
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 15 15 2
split_gain=4.14594e-05 7.07747e-05 7.01781e-05 4.61672e-05 8.03214e-05 4.8702e-05 0.000138437 6.95383e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10701500000000001 0.083940000000000015 -0.089964999999999976 -0.14487999999999998 0.10137500000000001
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=-0.00041894147164454469 0.00036866838930999294 -0.00040944875405605721 0.00046846936369031967 0.00048294505060424988 -0.00043998177206192225 0.00052322451975344957 -0.00046380585332188729 -0.00010587853567202442
leaf_weight=0.0016326150790095034 0.0010288371884348549 0.0012293864203723913 0.0010648012540527738 0.0010231149112343331 0.0011325879029600331 0.001933387651230476 0.0014412890620772631 0.0010383060204951211
leaf_count=927 424 869 199 168 141 697 196 289
internal_value=0 -4.37846e-05 2.53224e-05 9.53431e-05 3.53523e-05 0.000133632 -6.76957e-05 0.000303417
internal_weight=0 0.0104955 0.00886287 0.00763349 0.00661037 0.00547778 0.00250609 0.00297169
internal_count=3910 3486 2559 1690 1522 1381 395 986
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=10
num_cat=0
split_feature=147 15 15 16 1 42 133 16 3
split_gain=4.08235e-05 6.0147e-05 4.22136e-05 3.87735e-05 4.4966e-05 9.05949e-05 5.46707e-05 4.62902e-05 2.37587e-05
threshold=0.087265000000000023 -0.24219999999999997 -0.11739999999999999 0.3935300000000001 0.10752500000000002 0.087065000000000017 0.065880000000000008 -0.057604999999999996 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.00037559574079828014 0.00036051530653102008 -0.00046694643319390358 -0.00032801710015316397 -0.00037904896649844849 0.00031509212538406885 -0.00060369784961496979 0.0003861090212671214 -9.7355841400947632e-05 0.00031858827850331445
leaf_weight=0.0012062163637932806 0.0010909189282852704 0.0010155259378211391 0.0016371048592598381 0.001154308358141923 0.0014655875996281006 0.0010100775041630601 0.0012998332462870309 0.0010525989986591006 0.0010593197558997193
leaf_count=304 191 294 676 342 247 923 554 251 128
internal_value=0 -3.73176e-05 -8.86942e-05 -4.44342e-05 6.8978e-06 -6.76509e-05 3.9591e-05 -8.05512e-05 0.000111278
internal_weight=0 0.0109006 0.00969436 0.00867883 0.00752452 0.00605893 0.00504886 0.00374902 0.00211192
internal_count=3910 3719 3415 3121 2779 2532 1609 1055 379
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=8
num_cat=0
split_feature=49 12 3 12 15 3 3
split_gain=1.66359e-05 4.36047e-05 3.70125e-05 7.56994e-05 4.00865e-05 5.56114e-05 3.37396e-05
threshold=-0.029304999999999998 0.084645000000000012 -0.078669999999999976 0.091555000000000011 -0.017214999999999998 0.094625000000000015 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=-0.0029020194763536241 0.0031567704651995995 0.023244051756561929 0.0086220380885177524 -0.031220972280927569 0.00083148083628602491 -0.018937823531396281 0.026353057856138673
leaf_weight=0.0017502142838314323 0.0014394650751711274 0.0010036122137336732 0.0014866028286333263 0.0011540546372834019 0.0010672449982421666 0.001442722207051218 0.0010065109981232329
leaf_count=358 1383 201 652 564 483 209 60
internal_value=0 0.00662673 -0.00244571 -0.0121405 0.00257992 -0.00495147 0.0132185
internal_weight=0 0.00275383 0.0075966 0.00259352 0.00500308 0.00292933 0.00207376
internal_count=3910 559 3351 1947 1404 861 543
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=7
num_cat=0
split_feature=1 4 16 160 151 2
split_gain=2.03218e-05 3.39217e-05 2.59706e-05 7.01983e-05 4.69494e-05 6.56489e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.055679999999999993 -0.026849999999999995 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.0022171049511877281 -0.0089201605037998663 -0.019142182029544725 0.013380353577370703 -0.017014939174809302 -0.00013425305152754387 0.029473132221095134
leaf_weight=0.0017423965288152626 0.0011782699303095629 0.0012970213428193213 0.0013225003095001563 0.0017858811883613053 0.0015005688443192478 0.0014950645961385831
leaf_count=422 203 1586 344 566 526 263
internal_value=0 -0.00689762 0.0028372 -0.00408288 0.0079907 0.0146422
internal_weight=0 0.00303942 0.00728228 0.00310838 0.0041739 0.00299563
internal_count=3910 2008 1902 910 992 789
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=7
num_cat=0
split_feature=4 1 12 4 1 0
split_gain=1.78241e-05 2.95301e-05 2.57235e-05 4.44045e-05 5.07099e-05 4.96883e-05
threshold=0.24280000000000004 0.11235500000000002 0.098595000000000016 0.053925000000000008 0.094485000000000013 -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=-0.0143264999887571 -0.003840610147904034 0.016811496568008066 -0.017047474341387928 -0.019529749537890929 0.016992247628844447 0.0090708464926868172
leaf_weight=0.0019516505171034539 0.0013401961647690334 0.0014323294009751417 0.0010528006214283138 0.001003403953697286 0.0018195589026640431 0.0016967754458694691
leaf_count=1814 206 343 518 265 482 282
internal_value=0 0.00682859 -0.00255105 -0.000192689 0.00335576 -0.00344508
internal_weight=0 0.00277253 0.00752419 0.00647139 0.00546798 0.00364843
internal_count=3910 549 3361 2843 2578 2096
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=10
num_cat=0
split_feature=484 124 42 43 151 1 2 52 1
split_gain=3.46186e-05 4.50684e-05 4.38366e-05 6.63313e-05 6.74129e-05 6.81282e-05 5.53175e-05 4.79788e-05 0.000111155
threshold=0.087420000000000012 -0.061329999999999989 -1.0000000180025095e-35 0.083940000000000015 1.0000000180025095e-35 0.12200500000000002 0.10796500000000002 0.082665000000000002 0.086560000000000012
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=0.00040856470071636556 -0.00035008013454536916 -0.00038367896676638362 0.0008209480732640997 -0.00036622027489949038 -0.00034998159804575118 0.00065423751315546973 -0.00026560098538384533 -0.00015412144850161653 2.6890151441440014e-05
leaf_weight=0.0010848555769607275 0.0010096209772343283 0.0010878925957000058 0.0011267308404430715 0.0013374808235678704 0.0010465853484583855 0.0010084928968448056 0.0012303540274992779 0.0010124997916821886 0.0017009752433903493
leaf_count=289 367 949 563 186 161 173 280 484 458
internal_value=0 2.98446e-05 -1.31724e-05 3.44544e-05 0.000109661 0.000188794 9.62213e-05 0.000212145 0.000343291
internal_weight=0 0.0106359 0.00955101 0.00846312 0.00712564 0.00607905 0.00507056 0.00384021 0.00282771
internal_count=3910 3543 3254 2305 2119 1958 1785 1505 1021
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=8
num_cat=0
split_feature=51 16 16 4 0 3 43
split_gain=1.75235e-05 3.2407e-05 4.46406e-05 4.07274e-05 2.70382e-05 9.39511e-05 3.60767e-05
threshold=-0.09021499999999999 -0.055679999999999993 0.0015250000000000001 -0.10647999999999999 -0.15713499999999997 -1.0000000180025095e-35 -0.036139999999999992
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=0.010089891968382853 -0.0061615941594235788 -0.025571771088610647 -0.012670209744341871 0.012687126826859643 0.010189670425380701 0.034002819742600443 -0.015165122513768945
leaf_weight=0.0014683959721549381 0.0018709793353062906 0.0011150300629212077 0.0014536307035717623 0.0011225308481797567 0.0011176865826048113 0.0010246484915651822 0.0011270973558642032
leaf_count=515 234 696 194 464 708 203 896
internal_value=0 -0.00170755 -0.00885606 -0.00162106 0.0034256 0.00891201 -0.00254087
internal_weight=0 0.0088316 0.00369119 0.00257616 0.00514041 0.00326943 0.00224478
internal_count=3910 3395 1354 658 2041 1807 1604
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=9
num_cat=0
split_feature=50 160 12 4 49 3 15 151
split_gain=3.57595e-05 3.92803e-05 4.63777e-05 5.69626e-05 5.80691e-05 7.46804e-05 9.96551e-05 5.94912e-05
threshold=0.086465000000000014 0.090735000000000024 -0.036459999999999992 -0.23071499999999998 -0.00064499999999999985 -0.075954999999999981 -0.064869999999999983 -0.0074049999999999993
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=-0.00025716621917487196 -0.00035388005493607001 -0.00033731720782843817 -0.00023382198224567897 0.00025847030890768557 1.9857703103356911e-05 0.000153769323971533 0.00092104295779687909 -0.00039381629738036676
leaf_weight=0.0014113399958092217 0.0010257774739727164 0.0010090203701038853 0.0013734144354432196 0.0011101633526516847 0.0017215764866772279 0.0012725349464176832 0.0013320945784226475 0.0010422618758808566
leaf_count=410 715 325 209 248 1341 202 291 169
internal_value=0 3.00632e-05 7.00803e-05 0.0001289 0.000205794 0.000336734 0.000546179 -5.73843e-05
internal_weight=0 0.0102724 0.00926339 0.00785205 0.00647863 0.00432621 0.00260463 0.00215243
internal_count=3910 3195 2870 2460 2251 1834 493 417
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=9
num_cat=0
split_feature=150 151 1 0 15 2 16 15
split_gain=1.79001e-05 8.12739e-05 3.60847e-05 3.55587e-05 5.06809e-05 4.1065e-05 4.15966e-05 2.27832e-05
threshold=0.082085000000000019 -0.051109999999999996 0.12864500000000004 -0.08824499999999999 -0.016339999999999997 0.10113500000000002 0.064860000000000015 -0.14097499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -5 -1
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.011082974566564027 0.025543831687756275 -0.010973615921212503 0.013412674746151584 0.024856462358545002 0.0055683440618171549 -0.012091621846653779 -0.0030051270230832794 -0.031718346700395118
leaf_weight=0.0010435739748165741 0.0012306222847563632 0.0012074670309327124 0.0012255857855546981 0.0010222539972530424 0.0010038173318504188 0.0013328983797703991 0.0011261861880907406 0.0010979862744247442
leaf_count=231 321 192 280 1360 306 498 315 407
internal_value=0 0.00745852 -0.00235037 -0.00526569 -0.0129722 0.00169716 0.0102518 -0.0216628
internal_weight=0 0.00243809 0.0078523 0.00662672 0.00314538 0.00348134 0.00214844 0.00214156
internal_count=3910 513 3397 3117 944 2173 1675 638
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=8
num_cat=0
split_feature=4 15 42 43 52 4 16
split_gain=1.68985e-05 2.76167e-05 2.74565e-05 4.08901e-05 4.72631e-05 5.07177e-05 4.06621e-05
threshold=0.24280000000000004 -0.15202999999999997 -1.0000000180025095e-35 -0.083899999999999988 -0.094124999999999986 -0.0010999999999999996 -0.0099649999999999982
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=-0.016952240545561336 0.016110103420815026 -0.0039370426385741553 0.016087940547593462 -0.023190889236398129 -0.0022027387238488252 -0.012356126420732881 0.023899205781328411
leaf_weight=0.0011165252273843129 0.0014591937701903266 0.0012988307230499194 0.0012722019319937623 0.001021289622938815 0.0012520939161499614 0.0016987922161462226 0.0011404022306910945
leaf_count=972 333 216 500 415 732 440 302
internal_value=0 0.00666934 -0.00248476 4.5213e-05 -0.00394682 0.000856987 0.010239
internal_weight=0 0.00275802 0.00750131 0.00638478 0.00511258 0.00409129 0.0023925
internal_count=3910 549 3361 2389 1889 1474 1034
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 2 3 1 2
split_gain=5.09004e-05 9.47345e-05 8.67421e-05 8.73818e-05 9.75997e-05 5.22473e-05 0.00015159 4.23623e-05 8.0467e-05
threshold=0.11930500000000001 0.096665000000000015 0.08955500000000001 0.11235500000000002 0.24280000000000004 0.10393500000000001 0.086245000000000016 0.094385000000000011 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00072391991832902497 -0.00042611782868331327 0.00060204282872701085 -0.00055827521226174475 -2.4908747490220416e-05 0.00080095305019413571 -0.00036698634507811428 0.00063666063419255659 0.00017030801936972507 -2.2567465765210227e-05
leaf_weight=0.0010491413180736772 0.0010404125439912636 0.0010028001616027684 0.0010677231510231458 0.0011462399978482674 0.0010579583256411311 0.0017757413375467986 0.001181093894791721 0.0010035438006997877 0.0015702727204400468
leaf_count=911 161 222 364 139 280 463 113 258 999
internal_value=0 2.789e-05 -3.05527e-05 3.35937e-05 0.000371484 -7.95977e-05 2.66309e-05 -0.00017224 -0.000303477
internal_weight=0 0.0108545 0.00985171 0.00878399 0.0022042 0.00657979 0.00480405 0.00362296 0.00261941
internal_count=3910 3749 3527 3163 419 2744 2281 2168 1910
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=9
num_cat=0
split_feature=50 15 159 2 0 12 4 4
split_gain=3.80754e-05 4.5245e-05 3.39538e-05 5.81251e-05 4.97613e-05 7.02599e-05 9.5265e-05 4.63161e-05
threshold=0.086465000000000014 -0.24219999999999997 0.082325000000000023 0.113945 -0.13027499999999997 0.085185000000000025 -0.015104999999999999 -0.032604999999999995
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=0.00041535423823134605 -0.00036234340300588918 0.00038075119431033055 -0.00032310388064117125 -0.00033430487518913812 0.00019591305856200711 -5.1792670997676057e-05 -0.00060562958713643192 0.00048987998944337622
leaf_weight=0.0010795635344935011 0.0010155670209983604 0.001891947453127445 0.0011564714864942651 0.0013509314410635187 0.001045132830912149 0.0011403221079223187 0.0012542201601672672 0.0012974031780499753
leaf_count=278 715 258 482 299 274 918 259 427
internal_value=0 3.57433e-05 -9.11169e-06 3.63927e-05 0.000111937 4.57536e-06 -0.000241302 0.000236496
internal_weight=0 0.010216 0.00913643 0.00797996 0.00662903 0.00473708 0.00229935 0.00243773
internal_count=3910 3195 2917 2435 2136 1878 533 1345
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=8
num_cat=0
split_feature=15 1 15 1 15 150 133
split_gain=1.70326e-05 3.61808e-05 5.84413e-05 5.85483e-05 7.84021e-05 5.18253e-05 2.85381e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.082085000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00063008075890216158 -0.010861610385748496 -0.0014822624109125885 0.022923932687687148 0.0040566798810348194 -0.030378376809347182 0.027846542026900345 -0.021559293694015633
leaf_weight=0.0013127179796635893 0.0012723348755924726 0.0013528936747883719 0.0014623322411489595 0.0016561082361047285 0.0011005936070819294 0.0010862367323086243 0.0010378567809204893
leaf_count=404 1436 293 376 348 207 186 660
internal_value=0 0.00149862 0.00526407 0.000293821 -0.00969127 0.011579 -0.00916726
internal_weight=0 0.00900874 0.00665816 0.00519583 0.0027567 0.00243913 0.00235057
internal_count=3910 2474 1410 1034 555 479 1064
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=8
num_cat=0
split_feature=51 16 1 12 1 151 2
split_gain=1.62177e-05 3.08704e-05 4.75613e-05 3.93365e-05 2.54221e-05 3.89492e-05 5.89874e-05
threshold=-0.09021499999999999 -0.055679999999999993 0.079945000000000016 0.090840000000000018 0.085835000000000009 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.0097350960633847718 -0.0099479181979614736 -0.012565804584003552 -0.021370682023730384 0.015135356486479082 -0.0084051706219587987 -0.0013695688617707217 0.02746312845903584
leaf_weight=0.0014591837054698216 0.001117570669885372 0.0010090138978126951 0.0016314543246798065 0.0010420147024261964 0.0011505950620773089 0.0013847642696992717 0.0014552223496479429
leaf_count=515 1131 510 585 259 193 465 252
internal_value=0 -0.0016487 -0.00862817 0.00150763 0.00338282 0.00711613 0.0134044
internal_weight=0 0.00879064 0.00368248 0.00205103 0.00510815 0.00399058 0.00283999
internal_count=3910 3395 1354 769 2041 910 717
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=8
num_cat=0
split_feature=376 43 52 13 2 4 1
split_gain=1.45406e-05 4.072e-05 5.48766e-05 7.12956e-05 8.92634e-05 6.35736e-05 3.63096e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 0.074650000000000008 0.089175000000000018
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=0.025973612732317842 0.010721070390718615 -0.01886780144467216 -0.014103741564045941 0.011601653007014979 -0.022155702320146159 0.026674782812115789 -0.013908861934782288
leaf_weight=0.0013540712222081704 0.001121185059517949 0.001157897427529306 0.0018086261289845104 0.0010751795452698864 0.0013191450654361121 0.0012295116286585302 0.0011597564038296712
leaf_count=693 206 401 1074 609 358 150 419
internal_value=0 -0.00134794 0.00120497 0.00571609 -1.81164e-05 0.00841113 -0.0016363
internal_weight=0 0.00910419 0.00794629 0.00613766 0.00478359 0.00346445 0.00223494
internal_count=3910 3704 3303 2229 1536 1178 1028
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=9
num_cat=0
split_feature=11 2 52 0 1 4 52 0
split_gain=1.53542e-05 2.6219e-05 5.16554e-05 4.27627e-05 5.37711e-05 5.85679e-05 3.55719e-05 2.49772e-05
threshold=0.077330000000000024 0.091985000000000011 -0.077699999999999977 -0.13027499999999997 0.095575000000000007 0.097045000000000006 0.091210000000000013 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -4
right_child=-2 2 6 4 5 -7 -8 -9
leaf_value=0.012905115041781826 -0.011352946597525247 0.025838859729815145 -0.018295451783931889 -0.028537777171052572 0.015219939816074691 -0.017900358501840994 0.011799064091329865 0.0034276179722754051
leaf_weight=0.0010698525774533621 0.0010701723960636058 0.0010613427474686203 0.0010875738833289717 0.0010654581192320613 0.0010878357826514106 0.0010485433890183953 0.0016682628808979494 0.001031125546549749
leaf_count=149 279 400 145 1652 290 147 446 402
internal_value=0 0.00130841 0.00634128 -0.00440382 -0.0101874 -0.00103563 0.000876848 -0.0077233
internal_weight=0 0.00911999 0.00484831 0.00427169 0.00320184 0.00213638 0.00378696 0.0021187
internal_count=3910 3631 1393 2238 2089 437 993 547
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=9
num_cat=0
split_feature=50 15 15 159 2 457 0 0
split_gain=5.14139e-05 6.61087e-05 6.11681e-05 5.41543e-05 9.02551e-05 6.89342e-05 5.96331e-05 5.28129e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.13870499999999999 -0.070894999999999986
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=0.0005169869624561278 -0.00041667897994811118 -0.00045894392383151537 0.00016209587043637029 -0.00037299981574148608 0.00016195440293080912 -0.00016266018493385124 -0.00046047787603178058 0.00062351135623863222
leaf_weight=0.001011642282240272 0.0010393908201382822 0.0010402920731992825 0.0019998800279513312 0.0010454942540936525 0.0010038923222564016 0.001165074367519045 0.0014415750502915802 0.0018231229152281718
leaf_count=264 715 286 1311 414 127 135 443 215
internal_value=0 4.04304e-05 -1.02144e-05 4.48401e-05 0.000103607 0.000254888 -0.000204962 0.000382137
internal_weight=0 0.010531 0.00951933 0.00847904 0.00743354 0.00498808 0.00244547 0.003823
internal_count=3910 3195 2931 2645 2231 1661 570 1526
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=9
num_cat=0
split_feature=50 4 2 159 49 0 0 0
split_gain=3.97438e-05 5.80351e-05 5.79893e-05 7.34095e-05 5.17243e-05 7.35294e-05 5.13068e-05 8.62458e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.082325000000000023 -0.07107999999999999 -0.13870499999999999 -0.070894999999999986 0.047345000000000005
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=-0.0002184828816971177 -0.00036478774604236785 0.00034888796182217256 -0.00042939365436592887 -0.00045195500860537621 0.00064045269582969119 -0.00025004184009782795 0.00059247707865386955 -0.00012395932983879409
leaf_weight=0.0014065754897944344 0.0010261504417775355 0.0019080741957218138 0.0011976632587306271 0.001023570538078185 0.0011570015996238145 0.0012479311868978937 0.0012914986232488365 0.0012925608784288695
leaf_count=256 715 396 331 395 150 1318 213 136
internal_value=0 3.94725e-05 -2.90434e-05 3.55847e-05 0.000113612 0.000207242 7.64416e-05 0.000234112
internal_weight=0 0.0105249 0.0086168 0.00741914 0.00639557 0.00498899 0.00383199 0.00258406
internal_count=3910 3195 2799 2468 2073 1817 1667 349
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=9
num_cat=0
split_feature=147 159 1 42 133 4 2 16
split_gain=4.90778e-05 4.66541e-05 7.55138e-05 6.02084e-05 6.61552e-05 7.40868e-05 7.89633e-05 7.46059e-05
threshold=0.087265000000000023 -1.0000000180025095e-35 0.12958500000000003 0.085775000000000004 0.065880000000000008 0.0057500000000000008 0.091985000000000011 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.00042327461372716443 0.00039644853114940515 -0.00063287604852604981 0.00048767419607926004 -0.00036467088454517397 0.00042368346720150475 -0.00016906101794868719 1.858533030741722e-05 0.00054793069455815271
leaf_weight=0.0011252347161446611 0.0010612939550076568 0.0013202990038698916 0.0010774996065875666 0.0019587881823916551 0.0012967174917122362 0.0010960499893447012 0.0015611613527533044 0.0011365308739416376
leaf_count=625 191 661 265 1020 524 151 359 114
internal_value=0 -4.58614e-05 -9.0786e-07 -6.38082e-05 2.81196e-05 -7.21797e-05 -0.000279917 0.000195935
internal_weight=0 0.0105723 0.00944705 0.00836955 0.00641076 0.00511404 0.00288146 0.00223258
internal_count=3910 3719 3094 2829 1809 1285 1020 265
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=8
num_cat=0
split_feature=4 42 43 52 4 2 1
split_gain=1.677e-05 2.22984e-05 3.87974e-05 4.40088e-05 4.35997e-05 3.39976e-05 2.21044e-05
threshold=0.24280000000000004 -1.0000000180025095e-35 -0.083899999999999988 -0.094124999999999986 -0.0010999999999999996 0.095040000000000013 0.11235500000000002
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=-0.015557040789153119 -0.0026385142228705456 0.015378074531717252 -0.022685368239257944 0.020766774845908564 -0.011736461290929577 -0.00311778488750973 0.015312368817589584
leaf_weight=0.0011096049486102738 0.0013241696281343642 0.0012786405886440703 0.0010196395709589608 0.001235638071772372 0.0016922637342406555 0.001151171080056903 0.0014232932686349977
leaf_count=972 206 500 415 810 440 224 343
internal_value=0 -0.00247365 -0.000197252 -0.00410319 0.000541772 0.00924712 0.00666075
internal_weight=0 0.00748696 0.00637735 0.00509871 0.00407907 0.00238681 0.00274746
internal_count=3910 3361 2389 1889 1474 1034 549
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 49 15 3
split_gain=5.1453e-05 7.97852e-05 6.42287e-05 6.54037e-05 9.83194e-05 4.67503e-05 5.69432e-05 2.66897e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 -0.017269999999999997 -0.0089849999999999982 -0.00064499999999999985 -0.064869999999999983 -0.032959999999999996
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 7 5 6 -8 -9
leaf_value=0.00044909706001335868 -0.00043028642256735751 -0.00062609336111814622 -0.00046738450490648657 0.00011634588011317953 -0.00024638686506809536 -0.00010794075097860519 0.00041959847521181985 0.00054685182636500854
leaf_weight=0.0015249856190209981 0.0010043226562831938 0.0010496641217959193 0.0011558539086547999 0.0012194416528485599 0.0015046977492953208 0.0014744814324042152 0.001686402524993924 0.0010140894031395774
leaf_count=249 161 296 562 199 438 538 1322 145
internal_value=0 3.40183e-05 -3.55055e-05 2.72952e-05 -8.38932e-05 3.80912e-05 0.000173513 0.000311808
internal_weight=0 0.0106296 0.00910463 0.00794878 0.00571525 0.00466558 0.00316088 0.00223353
internal_count=3910 3749 3500 2938 2594 2298 1860 344
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=9
num_cat=0
split_feature=39 12 160 474 1 48 1 43
split_gain=4.57537e-05 5.13705e-05 5.97388e-05 0.000119967 9.37313e-05 9.47416e-05 8.17531e-05 7.68275e-05
threshold=0.092870000000000022 0.11655500000000001 -1.0000000180025095e-35 0.083840000000000012 0.10113500000000002 0.11028500000000001 0.090820000000000012 -1.0000000180025095e-35
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=-0.00054532651824942293 -0.00039269442344291682 -0.00037734553586649231 -0.00020111923672842883 0.00033387428765766311 0.00067705803331496051 -4.5846017112095426e-05 -0.00049176990729547657 0.00038608922591077392
leaf_weight=0.0014753235553320865 0.0010713709396652669 0.0010684571172405863 0.0015287742318491116 0.0010018896330989359 0.0020022431190340013 0.0010692217498520507 0.001070499260317197 0.0019483638907332144
leaf_count=818 244 153 1075 312 461 85 274 488
internal_value=0 3.15051e-05 7.47723e-05 -0.000189741 0.000160774 0.000425405 -1.79572e-05 0.000127915
internal_weight=0 0.0111648 0.0100963 0.00247721 0.0076191 0.00307146 0.00454764 0.00347714
internal_count=3910 3666 3513 1130 2383 546 1837 1563
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=7
num_cat=0
split_feature=4 16 43 52 0 1
split_gain=1.43299e-05 4.091e-05 5.41957e-05 6.93484e-05 3.10573e-05 5.12518e-05
threshold=0.0057500000000000008 0.22945500000000005 -0.085894999999999985 -0.0066199999999999991 -0.15291499999999997 0.11235500000000002
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=-0.028659978302331884 0.01465522789147404 0.012666464707111481 -0.018026989843818449 0.012830814856816223 -0.015262004063846741 0.009214780738467503
leaf_weight=0.0010084517105825815 0.0017204345224575259 0.0011647283918441295 0.001382631942760084 0.0015388991626985042 0.0015539420646044776 0.0019031829031548931
leaf_count=560 204 364 563 1306 531 382
internal_value=0 -0.00379385 -0.00867219 -0.00177282 0.00367635 -0.00178728
internal_weight=0 0.00509471 0.00392998 0.00292153 0.00517756 0.00345712
internal_count=3910 2793 2429 1869 1117 913
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=8
num_cat=0
split_feature=50 133 49 160 16 43 0
split_gain=3.8874e-05 4.37367e-05 5.87176e-05 7.92457e-05 7.30385e-05 4.33549e-05 6.06237e-05
threshold=0.086465000000000014 0.088055000000000008 -0.006494999999999999 -0.070974999999999996 -0.072359999999999994 -0.074254999999999988 -0.13027499999999997
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=8.2729096088515576e-05 -0.00037325453708283784 -0.00034007701390660909 0.00060142143184607061 0.0003056072664186693 -0.00053996850351957829 0.00024552939371761946 -0.00032904670454306857
leaf_weight=0.0019883034879624719 0.0010112340655744458 0.0010982747264972397 0.0013708485522347111 0.0017825077317257989 0.0011390864804725924 0.0012333900648002461 0.0016511218794453108
leaf_count=240 715 715 429 395 316 150 950
internal_value=0 2.96841e-05 7.39927e-05 0.000186944 -0.000144075 6.51989e-05 -8.33634e-05
internal_weight=0 0.0102635 0.00916526 0.00603787 0.00312739 0.00466702 0.00288451
internal_count=3910 3195 2480 1924 556 1495 1100
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=8
num_cat=0
split_feature=49 3 3 12 52 16 0
split_gain=1.52495e-05 4.72746e-05 3.48907e-05 7.77423e-05 4.34392e-05 2.57853e-05 4.58259e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 -0.077699999999999977 0.0054700000000000009 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6
right_child=2 -3 4 -5 5 -7 -8
leaf_value=0.020176166390239017 0.0038288473561823412 -0.0061408610482082361 0.020683485795518864 -0.031147197353087849 -0.0086793039521253328 -0.014354656000619172 0.017513212589267451
leaf_weight=0.0013001482267281966 0.001421257764905304 0.0014370203411028537 0.0010427237462957376 0.0011494772081595433 0.0014763101373421142 0.0012189319363873053 0.001219941622336414
leaf_count=350 1383 209 299 564 227 224 654
internal_value=0 0.00635966 -0.00235629 -0.0118103 0.00254574 -0.00228485 0.00317172
internal_weight=0 0.00273717 0.00752864 0.00257073 0.00495791 0.00391518 0.00269625
internal_count=3910 559 3351 1947 1404 1105 881
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=9
num_cat=0
split_feature=48 16 47 474 160 12 15 13
split_gain=5.09433e-05 7.09924e-05 4.77516e-05 5.73408e-05 8.34543e-05 4.68319e-05 5.50535e-05 6.27305e-05
threshold=0.11930500000000001 -0.50388999999999984 0.10783500000000001 0.084420000000000009 -1.0000000180025095e-35 -0.0089849999999999982 -0.094924999999999995 -0.083514999999999992
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=0.00042934038951980043 -0.00042088982045856987 -0.00059215535714489409 0.00037250396778184207 0.0003565307567286765 -0.00039638299926590545 0.00042540324725126436 0.00023263844737673477 -0.00030288771119416937
leaf_weight=0.0015060568567870471 0.0010337294119656315 0.0013006790156004262 0.0010042017499038462 0.001006556781299261 0.0011444922606326739 0.0011174209111467406 0.0014615049203856589 0.0019806457443654188
leaf_count=249 161 786 138 420 310 218 393 1235
internal_value=0 3.52734e-05 -3.05563e-05 -8.10792e-05 -0.000143962 -4.17621e-05 4.72508e-05 -7.55083e-05
internal_weight=0 0.0105216 0.0090155 0.0080113 0.00700474 0.00570406 0.00455957 0.00344215
internal_count=3910 3749 3500 3362 2942 2156 1846 1628
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=10
num_cat=0
split_feature=50 15 15 13 49 1 1 48 3
split_gain=4.99773e-05 5.77073e-05 7.14153e-05 5.33801e-05 7.62634e-05 0.000134105 9.3467e-05 5.6855e-05 6.66138e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 -0.084114999999999981 0.11215000000000001 0.095575000000000007 0.08407000000000002 0.0048550000000000008
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=0.00047504471725890834 -0.00040850738089149668 -0.00049064344844174275 -0.00050069148067997797 0.00037781469330652897 -0.00034780939247478832 -0.00056325363316669192 0.00072745262589206275 0.00046081687064391505 0.00024784158323676742
leaf_weight=0.0010305182360651919 0.0010807000070185467 0.0010706604981884993 0.0010975441322333629 0.0015350547876622706 0.0015952186728352409 0.0010843191404579988 0.0010185274506698417 0.0010138674887989608 0.001318429871954685
leaf_count=264 715 286 208 184 1520 192 277 164 100
internal_value=0 3.38147e-05 -1.28993e-05 4.61454e-05 -2.52824e-05 6.12435e-05 0.000198152 6.08876e-05 -7.82765e-05
internal_weight=0 0.0107641 0.00973362 0.00866296 0.00712791 0.00603036 0.00494604 0.00392752 0.00291365
internal_count=3910 3195 2931 2645 2461 2253 2061 1784 1620
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=9
num_cat=0
split_feature=474 160 12 39 1 1 48 3
split_gain=4.15467e-05 8.91141e-05 4.36765e-05 5.62816e-05 7.88815e-05 7.10678e-05 5.48415e-05 2.88667e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 0.11655500000000001 0.087990000000000013 0.10113500000000002 0.090540000000000023 0.10885500000000002 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 -3
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=-0.00045688362044925198 0.00037363709877431643 -2.4124181822792416e-05 -0.00034562601326191612 -0.00034384954128798407 0.00061878693697893592 -0.00045933812888906381 5.2197763601881469e-05 0.00037493719630379596
leaf_weight=0.0016547607461294333 0.0010281192963848352 0.0017626566011304749 0.0010044484668446305 0.001006228390783446 0.0017438117493871735 0.0010593824646881124 0.0010536519538962008 0.0011526367466381375
leaf_count=927 424 1259 135 242 396 274 79 174
internal_value=0 -3.94835e-05 3.91583e-05 8.88469e-05 0.000153138 -2.43972e-05 0.000405384 0.000133655
internal_weight=0 0.0104376 0.00878282 0.00777837 0.00677214 0.00397468 0.00279746 0.00291529
internal_count=3910 3486 2559 2424 2182 1707 475 1433
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=7
num_cat=0
split_feature=4 16 2 4 2 15
split_gain=1.52291e-05 2.54339e-05 4.35297e-05 4.40844e-05 6.041e-05 2.26587e-05
threshold=0.24280000000000004 -0.094359999999999986 0.106285 0.0051950000000000008 0.088055000000000008 -0.15202999999999997
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=-0.013092260160763761 0.014895754865241528 0.0036762216795628872 0.015954397236088783 0.011854760035299646 -0.023937470211472495 -0.0032416516878999557
leaf_weight=0.0017099320901280187 0.0014552008263199719 0.0015553338435400209 0.0014273223155479992 0.0012392240331768559 0.0016147647058562563 0.0013078037385638903
leaf_count=501 333 1357 482 222 799 216
internal_value=0 -0.0023666 0.000775641 -0.00413781 -0.0103895 0.00631084
internal_weight=0 0.00754658 0.00583664 0.00440932 0.0031701 0.002763
internal_count=3910 3361 2860 2378 2156 549
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=9
num_cat=0
split_feature=48 0 16 16 160 0 52 1
split_gain=5.76258e-05 8.07808e-05 5.86198e-05 6.06934e-05 5.71631e-05 5.42528e-05 4.96801e-05 3.49469e-05
threshold=0.11930500000000001 -0.23029999999999998 -0.15168999999999996 -0.0083999999999999995 -0.063534999999999994 0.12500000000000003 -0.11051499999999999 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -3
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00050457369127429738 -0.00045229858725905401 3.8898670208495898e-05 -0.00043223758992419974 0.00033116416320067818 -4.4711650220593465e-05 0.00021101818655131174 -0.00064690578651052546 0.00048247274916031062
leaf_weight=0.0012426613263361091 0.0010233765582611304 0.0018719411766620077 0.0018554962712340785 0.0013255121036935512 0.0010921940639666661 0.0010461371538383127 0.0010172942406714252 0.0010750256843206937
leaf_count=119 161 317 1805 389 520 67 304 228
internal_value=0 3.50812e-05 -2.77629e-05 -0.000134019 -1.05356e-05 -0.000154066 -0.000335118 0.00020071
internal_weight=0 0.0105263 0.0092836 0.00633663 0.00448114 0.00315563 0.00210949 0.00294697
internal_count=3910 3749 3630 3085 1280 891 824 545
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=8
num_cat=0
split_feature=159 51 484 4 2 12 16
split_gain=3.78567e-05 3.55974e-05 4.53854e-05 4.26918e-05 5.42349e-05 7.75936e-05 7.05363e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 0.28937500000000005 0.10393500000000001 0.090840000000000018 -0.012324999999999997
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=-0.0003657167678884897 5.1760448702471601e-05 0.00036781641107653921 0.00038381043046423267 0.00024633086504136163 -0.00044259287073442218 0.00032677897969029564 -0.00052025378298659248
leaf_weight=0.0010034965113184168 0.001931942018948475 0.0010927292024990902 0.0010153977643867834 0.0014671775938559896 0.0015622054708498223 0.0016331810765624136 0.0014515370915250563
leaf_count=520 904 308 346 315 429 651 437
internal_value=0 3.34989e-05 -6.81678e-06 -5.61133e-05 -0.000123563 -2.42154e-05 -0.000193638
internal_weight=0 0.0101542 0.00906144 0.00804604 0.00657887 0.00501666 0.00338348
internal_count=3910 3390 3082 2736 2421 1992 1341
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=9
num_cat=0
split_feature=50 15 16 47 1 49 3 16
split_gain=5.56019e-05 5.99254e-05 5.336e-05 6.81931e-05 7.47572e-05 6.2029e-05 8.32099e-05 1.13636e-05
threshold=0.086465000000000014 -0.26361999999999991 0.3935300000000001 0.08593000000000002 0.10004000000000002 -0.07107999999999999 -0.069909999999999986 -0.012324999999999997
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=0.00048487174100316318 -0.00043391404685327655 -0.00038904067402181314 -0.00039734612447902965 -0.00032335761376131399 0.00048238964963172413 -0.00019242878542193782 0.00052451770561385376 0.00024449905085830148
leaf_weight=0.0010327695147594454 0.001064755513829267 0.0011619390070205463 0.0012090189798676402 0.0015870227263412853 0.0017139139792749763 0.0017668573979126318 0.001057256934342073 0.0011780282699447428
leaf_count=264 715 191 358 286 351 1402 213 130
internal_value=0 3.59119e-05 -1.20177e-05 4.3017e-05 0.000127554 9.78703e-06 0.000125578 0.000376944
internal_weight=0 0.0107068 0.00967404 0.00846502 0.006878 0.00516408 0.00400214 0.00223529
internal_count=3910 3195 2931 2573 2287 1936 1745 343
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=8
num_cat=0
split_feature=47 52 151 4 4 48 3
split_gain=1.58258e-05 4.91761e-05 3.81138e-05 4.93654e-05 5.42235e-05 5.07598e-05 4.10364e-05
threshold=0.11669500000000001 0.11401500000000002 -0.084129999999999996 0.25367000000000006 -0.017449999999999997 0.085575000000000012 -0.075679999999999983
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=-0.013173021506900015 -0.011446198209509801 -0.018296072826486605 -0.0014383993064082015 0.021791143257553283 -0.023482545663953636 0.0066051964683708376 0.021598592336182026
leaf_weight=0.0011150069991238696 0.0010902590067621608 0.001125930388225514 0.0014739155165495144 0.001661219726875756 0.0012259745611155515 0.0010333082224512229 0.0016265834938189812
leaf_count=356 179 606 1259 364 542 277 327
internal_value=0 0.00129128 0.00400195 0.00672951 0.00206128 -0.00972158 0.0106473
internal_weight=0 0.00926194 0.00813601 0.007021 0.00535978 0.00225928 0.0031005
internal_count=3910 3731 3125 2769 2405 819 1586
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=10
num_cat=0
split_feature=484 484 51 51 2 3 0 1 16
split_gain=0.000163554 6.60966e-05 7.68703e-05 6.77848e-05 4.6152e-05 0.000103066 9.25975e-05 7.95608e-05 2.85473e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.095859999999999987 0.090935000000000016 0.086875000000000022 0.088060000000000013 -0.099024999999999988 0.079945000000000016 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 -6 -7
right_child=1 -3 3 -5 5 8 -8 -9 -10
leaf_value=-0.00075971488040064473 0.00056893862811395501 -0.00040710799143141416 0.00010961624060193494 0.00048732064285878906 0.00010005537456916589 -0.0004378952003597069 -0.00059455694333264962 0.00078313519358217407 1.1287524697441097e-05
leaf_weight=0.0010172384995920788 0.001228104151806012 0.0010536144038839944 0.0015518408003083939 0.0011691794253479897 0.0018900091727106052 0.001159896966347552 0.0013361114535233639 0.0010037109342966736 0.0010244032385137158
leaf_count=627 311 367 148 295 778 118 961 229 76
internal_value=0 6.07921e-05 0.000108363 4.64442e-05 -1.8264e-05 9.4288e-05 -0.00021617 0.000336987 -0.000227235
internal_weight=0 0.0114169 0.0103633 0.00913515 0.00796597 0.00507802 0.00288795 0.00289372 0.0021843
internal_count=3910 3283 2916 2605 2310 1201 1109 1007 194
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=8
num_cat=0
split_feature=151 157 49 51 47 0 2
split_gain=1.54098e-05 2.94144e-05 3.92068e-05 4.06116e-05 4.06164e-05 9.25889e-05 5.18242e-05
threshold=-0.086249999999999979 -1.0000000180025095e-35 0.051590000000000004 0.083165000000000017 0.09252500000000001 -0.083564999999999987 0.093815000000000009
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=0.011274150779140584 -0.01615964257215358 0.024663495443741749 0.019126492304397086 -0.018096532669823917 -0.013569079573314624 -0.022201796660805552 0.0058300280958875073
leaf_weight=0.001076510955308565 0.0011738979364619732 0.0016960090614168304 0.0010182003850787496 0.00126531285388988 0.0013452639271300613 0.0010732311767418421 0.001710915771347494
leaf_count=351 622 816 502 333 176 726 384
internal_value=0 -0.00136493 0.000776843 -0.00185809 0.00166899 0.00624455 -0.00497566
internal_weight=0 0.00928283 0.00810893 0.00709073 0.00582542 0.00448016 0.00278415
internal_count=3910 3559 2937 2435 2102 1926 1110
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=8
num_cat=0
split_feature=48 4 42 15 160 1 52
split_gain=4.59633e-05 6.25653e-05 5.41735e-05 5.38632e-05 7.23599e-05 4.76588e-05 8.58658e-05
threshold=0.11930500000000001 0.28937500000000005 0.087065000000000017 0.024640000000000006 -0.026849999999999995 0.094485000000000013 0.048490000000000012
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=0.00053275231513006706 -0.0003909603950140566 0.00037427634034055868 -0.00031598338107794441 -0.00028286564238760983 -0.00045405060612427507 0.00030369667396560311 0.00025398900546494201
leaf_weight=0.0013866720225215014 0.0010170412269075836 0.0018390637519120042 0.001905906715957229 0.0014201885701644887 0.0014854369894261876 0.0014276382868766268 0.0011829152609836716
leaf_count=457 161 388 1173 842 470 302 117
internal_value=0 4.533e-05 -2.33463e-05 5.74521e-05 0.000145605 1.45393e-05 -0.000140167
internal_weight=0 0.0106478 0.00880876 0.00690285 0.00548266 0.00409599 0.00266835
internal_count=3910 3749 3361 2188 1346 889 587
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=7
num_cat=0
split_feature=124 49 4 48 16 52
split_gain=1.50025e-05 2.07661e-05 4.02488e-05 3.62995e-05 6.19372e-05 5.01642e-05
threshold=-0.061329999999999989 0.073145000000000016 -0.23071499999999998 0.087035000000000015 -0.15168999999999996 -0.048794999999999991
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=0.011456583831997593 -0.019531027623697201 0.010418021256120017 0.017888174886594353 -0.015207842502952673 0.0073050921777574581 -0.016488725282088321
leaf_weight=0.0010231674972753313 0.0012701612510463917 0.0013015654127840068 0.0019220217128361286 0.0012914546378635147 0.0018004895416143139 0.0017446502402390109
leaf_count=310 222 710 349 346 430 1543
internal_value=0 -0.00129909 -0.00319858 -0.000129182 0.0034327 -0.00440443
internal_weight=0 0.00933034 0.00802878 0.00675862 0.00546716 0.00354514
internal_count=3910 3600 2890 2668 2322 1973
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=8
num_cat=0
split_feature=52 160 0 3 2 16 4
split_gain=1.44127e-05 5.03044e-05 4.46246e-05 4.02659e-05 4.37599e-05 7.83202e-05 3.8555e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.15007499999999999 -0.13309499999999996 0.10393500000000001 -0.114825 -0.0053799999999999985
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=-0.012004431066886888 -0.021288879240525943 -0.013934039612953964 0.0016617767396250108 0.03260699389959322 -0.0064098278419402153 -0.0025184815141094771 0.026787709775275309
leaf_weight=0.0010662930178958899 0.0012027768965817229 0.0013279579015081557 0.0014237978926664714 0.0012192436356560895 0.0016984509748544513 0.0013242473476030676 0.0010694210039193855
leaf_count=96 924 144 734 201 335 1116 360
internal_value=0 -0.00274273 0.00511675 0.00126217 0.00601941 0.0143192 0.0124391
internal_weight=0 0.00677268 0.00355951 0.0055699 0.00424194 0.00254349 0.00249322
internal_count=3910 2720 1190 1796 1652 1317 1094
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=9
num_cat=0
split_feature=157 160 42 43 3 3 1 0
split_gain=1.52219e-05 5.43112e-05 4.50366e-05 2.87357e-05 3.88811e-05 2.99778e-05 7.04214e-05 4.6891e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.079784999999999981 -0.115685 0.085990000000000011 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8
right_child=1 2 3 5 -6 6 7 -9
leaf_value=0.011058157995640481 -0.019877348656178087 -0.016846887753310193 0.0010078985771218875 0.014365169833518161 0.028886925207276593 -0.026394228748781307 -0.0065585876481711221 0.021013433065292568
leaf_weight=0.0011053443147199119 0.0013514725430825393 0.0011089364829407521 0.0010003988472214492 0.001193186459719592 0.0010005826726764747 0.0010031377679684894 0.0014842518438281105 0.0010554058435408723
leaf_count=517 856 878 254 156 343 411 134 361
internal_value=0 -0.00136206 0.00182724 0.00490109 0.0149487 0.000655911 -0.00396126 0.00489952
internal_weight=0 0.00919737 0.0078459 0.00673696 0.00200098 0.00473598 0.0035428 0.00253966
internal_count=3910 3393 2537 1659 597 1062 906 495
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=9
num_cat=0
split_feature=41 13 157 160 0 49 1 15
split_gain=4.91257e-05 5.63261e-05 5.32002e-05 7.45621e-05 7.04222e-05 8.16114e-05 4.96139e-05 4.87816e-05
threshold=1.0000000180025095e-35 -0.090744999999999978 -0.055684999999999991 -1.0000000180025095e-35 -0.053834999999999994 -0.07107999999999999 0.076710000000000014 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=5.6234005322629589e-05 -0.00041726851439311788 0.00038091111541801401 -0.00055596703837478868 -0.0003064412221054914 -0.00031780090115374139 -6.7295506894657691e-06 0.00062785163022632188 0.00049650471192128358
leaf_weight=0.0013618023266668566 0.0010090437276623057 0.0010157562577409289 0.0011524429806412245 0.001197640109910374 0.0019947317543334972 0.0012293145280790876 0.0010218224894955276 0.0018628170553211525
leaf_count=223 224 520 673 138 334 302 286 1210
internal_value=0 3.50687e-05 -4.0001e-05 -9.74902e-05 -1.34154e-05 0.000128123 0.000301277 0.000296438
internal_weight=0 0.0108363 0.0084527 0.00743695 0.0062845 0.00428977 0.00238362 0.00309213
internal_count=3910 3686 3177 2657 1984 1650 509 1512
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=8
num_cat=0
split_feature=376 43 0 457 13 15 2
split_gain=1.63037e-05 3.39752e-05 6.32664e-05 5.90246e-05 3.67856e-05 6.15544e-05 2.0296e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.070894999999999986 0.041935000000000007 -0.10939499999999998 -1.0000000180025095e-35 0.096540000000000015
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=-0.0083307847080485494 0.011282499043352441 0.0018813410424610051 0.02081045995274686 0.013809031643208791 -0.017374744607905737 -0.035836356191811095 0.0018152834657150366
leaf_weight=0.0013882201029811788 0.0011339701460513314 0.0015990914995174183 0.0016078917750195845 0.0012421451063124207 0.0010164950802351224 0.0011070191489207151 0.0012038631434499788
leaf_count=1201 206 283 331 172 275 1175 267
internal_value=0 -0.00142833 0.00730814 -0.00567166 -0.0105835 -0.0165739 -0.00697004
internal_weight=0 0.00916473 0.00299611 0.00616861 0.00492647 0.00332738 0.00222036
internal_count=3910 3704 1532 2172 2000 1717 542
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=9
num_cat=0
split_feature=474 160 2 4 2 48 12 3
split_gain=4.90598e-05 7.39431e-05 4.83651e-05 4.78089e-05 6.06153e-05 4.85546e-05 4.32615e-05 1.64901e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 0.086875000000000022 0.27020000000000005 0.10113500000000002 0.082070000000000018 0.097345000000000015 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -3
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.00043465661641308714 0.00040076735030064961 -0.00050357390902060271 0.00029886407628862296 0.00050994075986645693 -0.00039408639232476077 0.00016847601721903016 0.00013696951158817598 -0.00015641202371099783
leaf_weight=0.0016152420729277127 0.001023554750929803 0.0010798113655715921 0.001991964882721551 0.0010535260336487426 0.0014318342730813734 0.001003094564147212 0.0011611529110714326 0.001025742070681832
leaf_count=927 424 853 677 236 323 202 155 113
internal_value=0 -4.9211e-05 2.19653e-05 0.000134532 4.51914e-05 -0.000162333 -0.000166884 -0.00033445
internal_weight=0 0.0103624 0.00874713 0.00548042 0.00442689 0.00243493 0.00326671 0.00210555
internal_count=3910 3486 2559 1438 1202 525 1121 966
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=8
num_cat=0
split_feature=47 43 16 2 2 43 16
split_gain=1.69468e-05 3.75164e-05 5.15774e-05 4.31926e-05 5.90642e-05 3.82655e-05 6.14112e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11230000000000001 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.018813667146891075 -0.011813414256495895 -0.018212423291799115 -0.018802662846384901 0.031076253490742473 0.000765976961077153 -0.0097415514413158669 0.020667983346880126
leaf_weight=0.0010864765033508509 0.0010919357532580996 0.0012863907341959463 0.0013521704419758255 0.0010387503784808857 0.0016870421297498829 0.0016251084398005047 0.0011229979546162169
leaf_count=248 179 1587 494 282 398 524 198
internal_value=0 0.00136316 -0.00097393 0.00259211 0.0123167 -0.00397801 0.00268513
internal_weight=0 0.00919894 0.00811246 0.00676029 0.00272579 0.0040345 0.00274811
internal_count=3910 3731 3483 2989 680 2309 722
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=8
num_cat=0
split_feature=376 43 3 0 49 2 3
split_gain=1.56654e-05 3.18742e-05 5.71093e-05 6.66163e-05 5.67487e-05 7.03566e-05 0.000119803
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.086245000000000016
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=0.019587559473375416 0.011085095959515042 -0.016903483520169009 -0.019299447717595234 -0.02399952013955424 0.00064399194590249956 -0.01158715453536475 0.042733846825645481
leaf_weight=0.0013507860057770616 0.0011284961991469581 0.0011584547094600781 0.0010303824319255481 0.0012275848022363749 0.0019082865227940094 0.001410169315341291 0.0010474555866404195
leaf_count=320 206 401 220 337 2036 286 104
internal_value=0 -0.00140365 0.000847963 -0.00297354 0.00180959 0.00679145 0.0155598
internal_weight=0 0.00913312 0.00797466 0.00662388 0.00539629 0.00436591 0.00295574
internal_count=3910 3704 3303 2983 2646 2426 2140
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=10
num_cat=0
split_feature=50 15 15 159 2 42 43 15 0
split_gain=3.66729e-05 5.41806e-05 8.42457e-05 6.32224e-05 0.000108711 8.68247e-05 0.000102575 6.09667e-05 5.40924e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.088825000000000015 -1.0000000180025095e-35 -0.008624999999999999 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -6
right_child=-2 2 3 -5 8 -7 7 -9 -10
leaf_value=0.00045669522504618125 -0.00035808395594538083 -0.00054170773117221305 -0.00024826066357769484 -0.00040084093042460695 0.00012166881085055021 0.00079111505860691002 0.00013272698131104761 0.00075406547741408694 -0.0004700967874773884
leaf_weight=0.0010230373841962808 0.0010400065860665482 0.0010516054406438146 0.0015582289659741601 0.0010647719004260427 0.0010035637555398363 0.001001657940331975 0.0014495044450721262 0.0010447684246486272 0.0014547526087012701
leaf_count=264 715 286 816 414 127 504 115 226 443
internal_value=0 2.76729e-05 -1.79094e-05 4.63104e-05 0.000109687 0.000274188 0.000146419 0.000392985 -0.000228519
internal_weight=0 0.0106519 0.00962885 0.00857725 0.00751248 0.00505416 0.0040525 0.00249427 0.00245832
internal_count=3910 3195 2931 2645 2231 1661 1157 341 570
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=8
num_cat=0
split_feature=0 1 2 0 48 3 42
split_gain=1.57406e-05 4.18267e-05 6.48104e-05 6.89351e-05 7.04253e-05 3.23464e-05 4.36207e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 -0.15007499999999999 0.086870000000000017 0.076695000000000013 0.060615000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.017725798058595466 0.021053382075996892 -0.015765855237956528 0.017581819395427394 0.030679694598011033 -0.016017449101919729 -0.010139906285933141 -0.0050583616785765291
leaf_weight=0.0014860675453462011 0.0016452150684576482 0.0015394436359793423 0.0011842079532694825 0.0010242331662423578 0.0013183143108094503 0.0010029893598134951 0.0010468458683739672
leaf_count=1948 288 729 144 268 115 161 257
internal_value=0 -0.00297374 0.00135348 0.00882615 -0.000118082 0.00518851 0.0108995
internal_weight=0 0.00655227 0.0050662 0.00352676 0.00250252 0.00369505 0.00269206
internal_count=3910 3204 1256 527 259 706 545
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=9
num_cat=0
split_feature=50 15 52 47 3 2 0 1
split_gain=4.53656e-05 4.66903e-05 4.46779e-05 7.56213e-05 4.96809e-05 6.40767e-05 5.6408e-05 4.35631e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.092854999999999979 0.09252500000000001 -0.069909999999999986 0.10571000000000001 -0.10209999999999998 0.076710000000000014
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=0.00042955097943965775 -0.0003891641259948098 -0.00029191636639738436 -0.00029604936690878487 -0.00037646517711402286 0.00020898978527953937 -4.6373679655156839e-05 0.00080394043718953583 0.0002367288187315826
leaf_weight=0.0010773719624444103 0.0010254333383670931 0.0016713296794329882 0.0013949210684547524 0.0012585603431254748 0.0013579021375961955 0.0014092847602714992 0.0011164133954143004 0.0010226004717794476
leaf_count=278 715 655 1180 212 165 243 190 272
internal_value=0 4.32823e-05 -1.79994e-06 6.23403e-05 0.000149986 0.000287353 0.000477432 -7.06866e-05
internal_weight=0 0.0103084 0.00923101 0.00755968 0.00630112 0.0038836 0.00247432 0.00241752
internal_count=3910 3195 2917 2262 2050 598 355 1452
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=9
num_cat=0
split_feature=14 2 40 47 13 2 2 48
split_gain=1.53839e-05 3.61593e-05 7.13977e-05 5.54209e-05 8.16129e-05 5.99636e-05 4.7408e-05 3.86244e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -1.0000000180025095e-35 0.097435000000000008 1.0000000180025095e-35 0.084235000000000018 0.092175000000000021 0.08980500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -3
right_child=1 7 3 -5 -6 6 -8 -9
leaf_value=-0.01163720420977539 -0.02634239309719363 0.024091004025007631 0.02200751329831957 0.023145527228272678 -0.024751153732147237 -0.020644312173914596 0.0080483223528730399 -0.0022797479557694943
leaf_weight=0.0010259647629006123 0.0010481408641462324 0.0012424460872513018 0.0013268611844416325 0.0010227602177413824 0.0012288306865541731 0.0010306562599916073 0.0013049665578788688 0.0010044260602525021
leaf_count=196 249 452 734 228 466 930 470 185
internal_value=0 0.00127214 -0.00228759 0.0019756 -0.00245097 0.00503115 -0.00461307 0.0123024
internal_weight=0 0.00920909 0.00696222 0.00591407 0.00489131 0.00366248 0.00233562 0.00224687
internal_count=3910 3714 3077 2828 2600 2134 1400 637
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=8
num_cat=0
split_feature=49 15 42 15 16 13 0
split_gain=1.65339e-05 5.16818e-05 3.90579e-05 4.41551e-05 4.30587e-05 0.000105372 4.22807e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 -0.038029999999999987 -0.013279999999999998 -0.017604999999999999 -0.10131499999999999
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=0.021072803632646173 0.00023492802137762159 -0.0065148150475272245 -0.019851056123548858 -0.0087527562469840517 -0.0077161015070569871 0.034336948701824313 -0.025080536106453877
leaf_weight=0.0012991751379918522 0.0019114539527873152 0.0014226744701216372 0.0011000575324013953 0.0010449395546608068 0.0010769112664377055 0.0013338194800327631 0.0010074596903719827
leaf_count=228 319 331 756 950 283 320 723
internal_value=0 0.00665312 -0.00244992 0.000552986 0.00820207 0.0155512 -0.00850268
internal_weight=0 0.00272185 0.00747464 0.00637458 0.00345567 0.00241073 0.00291891
internal_count=3910 559 3351 2595 1553 603 1042
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=9
num_cat=0
split_feature=47 52 151 13 0 16 52 2
split_gain=1.43085e-05 3.96997e-05 3.98774e-05 4.1741e-05 4.91673e-05 3.11715e-05 4.0251e-05 4.48542e-05
threshold=0.11669500000000001 0.11401500000000002 -0.084129999999999996 -0.083514999999999992 -0.084074999999999997 -0.25582999999999995 -0.089799999999999977 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=-0.01404198126646003 -0.01090023796014359 -0.016646989732348818 0.0030838717368251397 0.015815865655613614 0.033160092929672834 0.013755145987718771 0.0014909663296290932 -0.025033221479554398
leaf_weight=0.0010919595826860114 0.0010795458279714365 0.0010877189541778779 0.0010965642660393491 0.0011213097051763436 0.0010777509410330496 0.0010026123780806119 0.0014947973246669727 0.0011117285557787897
leaf_count=356 179 606 581 201 223 519 967 278
internal_value=0 0.0012773 0.00371537 0.00652363 0.0179919 0.00125234 -0.00327235 -0.00982206
internal_weight=0 0.00908444 0.00799672 0.00690476 0.00217432 0.00473045 0.00360914 0.00260653
internal_count=3910 3731 3125 2769 804 1965 1764 1245
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=7
num_cat=0
split_feature=49 15 16 47 2 0
split_gain=1.39852e-05 4.54229e-05 3.10843e-05 2.89723e-05 2.12607e-05 6.22856e-05
threshold=-0.029304999999999998 -0.040439999999999997 -0.45301499999999995 0.10783500000000001 0.10113500000000002 -0.072559999999999986
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=0.017433039319248726 -0.017519682215764679 -0.0087091747730577325 -0.011535114820096184 0.015134505162566187 -0.010978356754991144 0.016126798459918278
leaf_weight=0.0015382320271180978 0.0011311301317111725 0.0011703229844857526 0.0016308166003282697 0.0011116820672483693 0.0019280201603445344 0.0016251819960792469
leaf_count=301 261 258 1901 182 656 351
internal_value=0 0.00613741 -0.00225688 0.000485346 -0.00265608 0.00227191
internal_weight=0 0.00270856 0.00742683 0.0062957 0.00518402 0.003256
internal_count=3910 559 3351 3090 2908 2252
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=10
num_cat=0
split_feature=484 39 49 42 1 15 0 160 0
split_gain=0.000170745 4.9701e-05 4.92903e-05 9.25032e-05 9.89851e-05 5.11206e-05 5.25113e-05 4.2643e-05 4.85962e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 -0.006494999999999999 0.093125000000000013 0.11198000000000001 -0.07142999999999998 -0.032484999999999993 0.084835000000000008 -0.10783
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 8 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00076698050758837173 3.8456197051961336e-05 -0.00034573012770625615 -0.00015659988110528373 -0.00033724914245037297 0.00077706241145081485 0.00057132775775722432 5.6165281434826651e-05 0.00021772230057070984 -0.00056351474360134108
leaf_weight=0.0010248895952097376 0.0010540316105526431 0.0010034870345586215 0.0013349938234850419 0.00101652222014878 0.0013132466880976957 0.0014633513468717628 0.0015843266181729215 0.0011309641694126731 0.0010093283862081712
leaf_count=627 157 230 456 515 222 1105 203 162 233
internal_value=0 7.00895e-05 0.000112209 0.000207619 0.000304859 0.000163366 0.000303522 -8.8282e-05 -0.000256008
internal_weight=0 0.0109103 0.00990676 0.00671244 0.00569592 0.00438267 0.00304768 0.00319432 0.00206336
internal_count=3910 3283 3053 2501 1986 1764 1308 552 390
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=7
num_cat=0
split_feature=4 42 43 160 16 16
split_gain=1.52612e-05 2.77055e-05 4.11305e-05 6.03656e-05 3.54822e-05 5.10835e-05
threshold=0.28937500000000005 0.086700000000000013 0.0050750000000000005 0.069910000000000014 0.032820000000000009 -0.074719999999999995
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=-0.018646755609242886 0.0080373089971512348 -0.01291861270494913 0.016586867536881236 0.015385728760009399 -0.022399226851806425 0.01068315307636802
leaf_weight=0.0010565185157299581 0.0019109965477803964 0.0017822805401694558 0.0013640545353819592 0.0013255141755953567 0.0013517852595413471 0.0013559535885014446
leaf_count=679 426 1266 314 344 364 517
internal_value=0 -0.00188183 0.00116608 -0.00296668 -0.00942914 -0.00216159
internal_weight=0 0.00823611 0.00645383 0.00508977 0.00376426 0.00241247
internal_count=3910 3484 2218 1904 1560 1196
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=9
num_cat=0
split_feature=48 0 3 15 52 43 0 2
split_gain=4.41522e-05 7.02426e-05 6.10442e-05 5.18768e-05 7.94565e-05 6.51747e-05 8.78426e-05 3.42817e-05
threshold=0.11930500000000001 -0.23029999999999998 -0.13927999999999999 -0.10981499999999998 -0.092854999999999979 0.088185000000000013 -0.083564999999999987 0.084065000000000015
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=0.000465818160016773 -0.00039268010903925306 0.00030142258322867209 -0.00041872054089189088 -0.00041081991551720538 0.0004919410104415391 0.00054500828722515657 -0.00038449550530707705 -1.3549474229884417e-06
leaf_weight=0.0012787446365077918 0.001018864583243225 0.0018017166291561847 0.0015606871091852822 0.0015019517135236695 0.0010432404411280438 0.001023000706157135 0.0014738282554199651 0.0011264968726080247
leaf_count=119 161 347 479 546 286 215 1051 706
internal_value=0 3.42996e-05 -2.35964e-05 -9.936e-05 -1.8559e-05 0.000107692 -1.50934e-05 0.000235829
internal_weight=0 0.0108097 0.00953092 0.00772921 0.00616852 0.00466657 0.00364357 0.00216974
internal_count=3910 3749 3630 3283 2804 2258 2043 992
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=8
num_cat=0
split_feature=43 52 16 0 42 2 2
split_gain=1.27677e-05 4.1783e-05 7.97236e-05 4.05995e-05 6.94737e-05 3.52017e-05 2.19478e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 -0.017269999999999997 0.088345000000000021 0.090420000000000014 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.017418740230351237 -0.016968521688608997 -0.018372791810387555 0.0229019683942213 0.021486751426784134 0.015084552628196786 0.012533004071103922 -0.0073590038718697112
leaf_weight=0.0013765584567931905 0.0015561433389931273 0.0013842548242188188 0.0013157775950609456 0.0010343907902191371 0.0012590982906441734 0.001040766412666869 0.0011875837604967598
leaf_count=1053 427 857 228 177 594 330 244
internal_value=0 -0.00268326 0.00182733 0.00469768 -0.00189136 -0.00584845 0.0019317
internal_weight=0 0.00648453 0.00492838 0.00367005 0.00263566 0.0036126 0.00222835
internal_count=3910 2086 1659 1824 1647 1431 574
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=9
num_cat=0
split_feature=50 15 52 47 1 1 4 2
split_gain=3.413e-05 4.84652e-05 4.24189e-05 8.22791e-05 4.95258e-05 6.28565e-05 0.000103313 3.46031e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.092854999999999979 0.09252500000000001 0.076710000000000014 0.11113500000000003 0.0057500000000000008 0.10113500000000002
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=0.00042859545181777681 -0.00034610752422200723 -0.00029551825725415292 0.00011852033384438867 -0.00041364444987985815 0.00010346310213764888 -0.00011506014946027612 0.00089566191759981966 -0.00034435257858168091
leaf_weight=0.0010629946224872356 0.0010065437165525876 0.0016770285615326491 0.00156554973474772 0.001229648148217583 0.0014248554381677617 0.0010456726828260076 0.0011387442059339614 0.0010291187386834246
leaf_count=278 715 655 1153 212 385 157 121 234
internal_value=0 3.23945e-05 -1.38328e-05 4.97158e-05 0.000141556 0.000290096 0.000455356 -6.50681e-05
internal_weight=0 0.0101736 0.00911062 0.00743359 0.00620394 0.00360927 0.0025636 0.00259467
internal_count=3910 3195 2917 2262 2050 663 506 1387
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=9
num_cat=0
split_feature=50 160 133 49 160 43 0 151
split_gain=4.05366e-05 4.44131e-05 3.7409e-05 6.13023e-05 6.98384e-05 8.04374e-05 6.39809e-05 6.1243e-05
threshold=0.086465000000000014 0.091575000000000017 0.088055000000000008 -0.006494999999999999 -0.070974999999999996 -0.074254999999999988 -0.13027499999999997 -0.024429999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 -1
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00016773330594628097 -0.00037302737186733831 -0.00035397857135308872 -0.00027835410597436223 0.00061910997310798217 0.00044608141952469263 0.00025544858343577763 -0.00036259001058297952 -0.00043531137780994855
leaf_weight=0.0013155267900001677 0.0010281044724927352 0.0010162479036907096 0.0010111801889929892 0.0013778759079998851 0.0016916755454278562 0.0011146973587259257 0.0015250496744650503 0.0012749747351831148
leaf_count=291 715 318 628 429 323 128 893 185
internal_value=0 3.52381e-05 7.77192e-05 0.0001211 0.000234611 0.000112297 -0.000101608 -0.000129069
internal_weight=0 0.0103272 0.00931098 0.0082998 0.0057093 0.00433142 0.00263975 0.0025905
internal_count=3910 3195 2877 2249 1773 1344 1021 476
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=7
num_cat=0
split_feature=4 42 151 15 15 12
split_gain=1.33999e-05 2.70525e-05 3.57049e-05 7.40997e-05 6.47412e-05 7.54785e-05
threshold=0.28937500000000005 0.087065000000000017 -0.051109999999999996 1.0000000180025095e-35 -0.038029999999999987 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=0.01714217684132802 0.0075143617168397653 -0.012804727567741772 -0.010204195113990761 -0.024330791315628219 0.032048636481948972 -0.0038004758783574733
leaf_weight=0.0011556988315382108 0.0019172036065357679 0.0017494437691799479 0.0018065943236623963 0.0011826358005478082 0.0012322277820104874 0.0011221544325108416
leaf_count=394 426 1226 672 834 176 182
internal_value=0 -0.00176666 0.00120449 -0.00224245 0.00403551 0.0149621
internal_weight=0 0.00824875 0.00649931 0.00534361 0.00416098 0.00235438
internal_count=3910 3484 2258 1864 1030 358
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=8
num_cat=0
split_feature=16 160 0 0 1 12 3
split_gain=1.64338e-05 4.47027e-05 5.87104e-05 3.00899e-05 8.1072e-05 2.7537e-05 2.30155e-05
threshold=-0.055679999999999993 -0.026849999999999995 -0.06402999999999999 -0.15713499999999997 0.11368000000000002 0.084100000000000022 -0.074234999999999982
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=-0.0061939594633121315 0.0096685503825275076 -0.028145656346633165 0.0099564850024374471 0.0098968438851886678 0.031516687277068113 -0.013050925929667846 -0.010323691640247486
leaf_weight=0.0018341676383315498 0.0016233449149596537 0.0012157652138834176 0.0010483045364866363 0.0010276053022498025 0.0011240626247750545 0.0010647316556106927 0.0012003787393565129
leaf_count=238 715 735 204 229 289 1308 192
internal_value=0 -0.00402493 -0.0104413 0.00402733 0.00985607 -0.00178063 -0.000869358
internal_weight=0 0.00508779 0.00346445 0.00505057 0.0032164 0.00209234 0.00224868
internal_count=3910 1846 1131 2064 1826 1537 396
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=9
num_cat=0
split_feature=132 42 160 157 15 3 0 1
split_gain=2.61273e-05 5.52664e-05 6.34413e-05 7.21412e-05 6.83005e-05 4.8452e-05 6.20199e-05 0.000203797
threshold=0.079995000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.011899999999999999 0.041585000000000004 -0.077894999999999978 -0.16443499999999997 0.099595000000000017
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=-0.00044039920016072486 0.00029791951458057884 9.0532351711714677e-05 -0.00025398534740773325 -0.00064549180758162526 0.00053165661777569511 -0.00015871770492548249 -0.00015437348048483285 0.0010041139074645755
leaf_weight=0.0011386286251001991 0.0010060129857127559 0.001002843305749235 0.001748145074687615 0.0010460142563220481 0.0012056764601763451 0.0016221035586607572 0.0013733934458402255 0.0010154827901263574
leaf_count=868 399 349 446 604 620 144 193 287
internal_value=0 -3.33584e-05 1.806e-05 -0.000285234 0.000107281 1.84377e-05 0.000137171 0.000338086
internal_weight=0 0.0101523 0.00901366 0.00204886 0.0069648 0.00575912 0.00401098 0.00238888
internal_count=3910 3511 2643 953 1690 1070 624 480
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=8
num_cat=0
split_feature=50 15 15 133 52 16 43
split_gain=3.26245e-05 4.01336e-05 3.8003e-05 4.93866e-05 5.87871e-05 6.80019e-05 4.75364e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.10192499999999999 0.087805000000000008 -0.0066199999999999991 -0.084184999999999996 -0.062599999999999989
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=0.00038975810667277384 -0.00033856341979107669 -0.00029633442373741098 0.00018060012713147814 -0.00035826581896524769 -5.547231624992845e-06 0.00055188620647649022 -0.00029863068611816427
leaf_weight=0.001078822633976558 0.001002435981683745 0.0014920977575513814 0.0014518941028760699 0.0010079282702674663 0.0015951783351901617 0.0017805400874116115 0.0017609904905572028
leaf_count=278 715 360 433 613 511 557 443
internal_value=0 3.21956e-05 -1.02472e-05 4.59456e-05 0.000107782 0.000288474 -8.20675e-05
internal_weight=0 0.0101675 0.00908863 0.00759653 0.0065886 0.00337572 0.00321288
internal_count=3910 3195 2917 2557 1944 1068 876
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=9
num_cat=0
split_feature=50 15 47 52 3 2 0 1
split_gain=4.33243e-05 4.04266e-05 4.75985e-05 9.69994e-05 5.40541e-05 6.56028e-05 5.25624e-05 3.9927e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 -0.092854999999999979 -0.069909999999999986 0.10571000000000001 -0.10209999999999998 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00038868061982416424 -0.00039275387126853309 -0.00047978651330471959 -0.00029163574315917243 -0.0002925881052472168 0.0002280048961113607 -4.31887923868032e-05 0.00079937386804755563 0.00021957714177643439
leaf_weight=0.0010862981474275722 0.0010198711092849573 0.0010940319010433047 0.0018592714316314823 0.0014009871539870536 0.0013728770262130673 0.0014108947981629335 0.001127303999391143 0.0010049983163323004
leaf_count=278 715 554 313 1180 165 243 190 272
internal_value=0 3.08091e-05 -1.11262e-05 5.92471e-05 0.000152601 0.000294861 0.000485629 -7.86528e-05
internal_weight=0 0.0103567 0.00927036 0.00741109 0.00631706 0.00391108 0.00250018 0.00240599
internal_count=3910 3195 2917 2604 2050 598 355 1452
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=8
num_cat=0
split_feature=49 151 42 4 1 13 16
split_gain=1.63106e-05 3.9393e-05 2.97742e-05 2.97939e-05 3.56929e-05 4.26802e-05 4.74628e-05
threshold=-0.029304999999999998 -0.074204999999999979 0.093125000000000013 0.41897000000000006 0.11368000000000002 -0.13934999999999997 -0.057604999999999996
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=0.021634245347537474 -0.017401437939257285 -0.0030534968142230065 -0.018036729220757965 -0.015699154228204816 0.019062935171567801 -0.011169041124478064 0.014386233029695956
leaf_weight=0.0010627166317913415 0.0011654899886146845 0.0016496103000861002 0.0010509878546012506 0.0010037182600358364 0.0011081578743425457 0.001147469195269452 0.0019822260229705401
leaf_count=251 106 308 711 204 136 1125 1069
internal_value=0 0.00661941 -0.00243626 0.000122778 0.00306184 -0.00106644 0.00501667
internal_weight=0 0.00271233 0.00745805 0.00640706 0.00540334 0.00429519 0.0031297
internal_count=3910 559 3351 2640 2436 2300 2194
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=9
num_cat=0
split_feature=50 15 160 12 4 0 52 47
split_gain=4.57729e-05 7.32084e-05 4.78084e-05 4.9847e-05 6.08574e-05 9.40146e-05 4.08989e-05 6.20876e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 -0.036459999999999992 -0.23071499999999998 -0.070894999999999986 -0.0066199999999999991 0.090280000000000013
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=0.00054111969944543035 -0.00039221069048855537 -0.00030368068216820362 -0.00041852223320106182 -0.00026265465696960873 -0.00024054184950787039 0.00059855162024550698 0.00038873368987146821 -0.00021678160080154931
leaf_weight=0.0010137292425097038 0.0010339142571910145 0.0014044601346350502 0.0010008285812731299 0.0014260626973682028 0.0013764480640345981 0.0015731772336281865 0.00181492784872055 0.0010152346983516329
leaf_count=264 715 265 302 209 545 373 1114 123
internal_value=0 3.99614e-05 -1.2898e-05 3.42501e-05 0.000100115 0.000189622 3.66913e-05 0.000171524
internal_weight=0 0.0106249 0.00961114 0.00861031 0.00720585 0.00577979 0.00420661 0.00283016
internal_count=3910 3195 2931 2629 2364 2155 1782 1237
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=8
num_cat=0
split_feature=16 16 160 52 0 150 13
split_gain=1.61996e-05 4.37127e-05 4.29533e-05 2.82663e-05 2.68178e-05 5.46076e-05 3.56816e-05
threshold=-0.055679999999999993 -0.004514999999999999 -0.063534999999999994 0.091210000000000013 -0.10209999999999998 0.077110000000000012 -0.012339999999999999
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=0.0031432587290314306 -0.022345680759141406 0.017997210162219661 -0.01234198141280219 0.0081076872314514627 0.013677051663516749 0.016852290743715546 -0.022663105363848003
leaf_weight=0.0010000068210025553 0.0010346564324400223 0.001058985936165188 0.0019945181131646441 0.0010224014519650375 0.0018270890988302362 0.0010819575252711223 0.0011541633263102112
leaf_count=262 621 342 799 84 1513 152 137
internal_value=0 -0.00398944 0.000670231 -0.00541181 0.00399134 -0.00147713 -0.0106833
internal_weight=0 0.00511056 0.00407591 0.00301692 0.00506322 0.00323613 0.00215417
internal_count=3910 1846 1225 883 2064 551 399
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=9
num_cat=0
split_feature=159 51 48 2 2 52 3 4
split_gain=2.77748e-05 3.97334e-05 4.78592e-05 5.20971e-05 0.000113698 7.88377e-05 9.90862e-05 5.28946e-05
threshold=-0.034019999999999988 0.090935000000000016 0.092065000000000022 0.11260500000000001 0.10113500000000002 -0.088354999999999989 -0.0026499999999999996 -0.0025899999999999994
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=-0.00031392755736129197 -0.0002797393148771339 0.00038193125535999288 -0.00034559931128242587 0.00044342121815298227 -0.00056479301784580151 0.00031149991709576795 0.00065745968091783134 -0.00026151974275847521
leaf_weight=0.0010082591887262604 0.0015065390009133079 0.001085048309376631 0.0014211995999884172 0.0010889558647411111 0.0012027331483125169 0.0011801130503460086 0.0014385712800181133 0.0013033825984314681
leaf_count=520 451 308 294 395 275 1178 154 335
internal_value=0 2.71772e-05 -1.49303e-05 4.59413e-05 -1.93303e-05 0.000101519 0.000247968 1.0769e-05
internal_weight=0 0.0102265 0.00914149 0.00772029 0.00663134 0.00542861 0.00392207 0.0024835
internal_count=3910 3390 3082 2788 2393 2118 1667 1513
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=9
num_cat=0
split_feature=132 42 160 157 15 15 0 12
split_gain=3.74982e-05 6.06617e-05 7.4637e-05 8.59778e-05 6.17281e-05 5.15406e-05 6.0184e-05 9.32827e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.048464999999999994 0.041585000000000004 -0.03231499999999999 -0.18901999999999997 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8
right_child=-2 2 4 -5 -6 -7 7 -9
leaf_value=-0.00045838452268106542 0.00035862043689391377 0.00011028604990597235 -0.00017515791605844997 -0.00067938680463412173 0.00050863716974966001 -0.00023966348883375983 0.0006391629795606318 -0.00011670487883042724
leaf_weight=0.001166726103156243 0.0010100204079882642 0.0010051475125844055 0.0013885841357206266 0.0011215975969895921 0.0012470921811554092 0.0018770359113480291 0.0015372166600737135 0.0010609748856898308
leaf_count=868 395 322 118 634 620 311 451 191
internal_value=0 -3.71002e-05 1.61086e-05 -0.00030617 0.000112496 2.82466e-05 0.000154383 0.000330503
internal_weight=0 0.0104044 0.00923765 0.00212675 0.0071109 0.00586381 0.00398678 0.00259819
internal_count=3910 3515 2647 956 1691 1071 760 642
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=10
num_cat=0
split_feature=484 39 12 13 2 2 15 1 15
split_gain=0.000107203 5.43264e-05 9.18123e-05 7.16449e-05 8.25538e-05 0.000168189 0.000142266 0.000102741 0.000117025
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.043015000000000005 0.097940000000000013 0.10836000000000003 -0.074174999999999977 1.0000000180025095e-35 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00061061911126565561 -0.00064130093236010235 -0.00038002422494202016 -0.0004504163229415049 0.00054730118192559192 0.00095838031380978002 0.00042115844401188789 -0.00052443150497405585 -0.00028516181549787575 0.00047123652348731137
leaf_weight=0.0010290115664292965 0.0010388734831366861 0.0010260390266663361 0.0010713316646984482 0.001505621778194138 0.0010502015823418255 0.0014560915283009308 0.0010548952036261322 0.0016769019937476972 0.0014808350425922399
leaf_count=627 1031 230 120 399 223 225 209 284 562
internal_value=0 5.03033e-05 9.30265e-05 0.000155877 7.99095e-05 0.000299484 2.39049e-05 -0.000106418 6.95546e-05
internal_weight=0 0.0113608 0.0103348 0.00926342 0.0077578 0.00356119 0.00251099 0.00419661 0.00315774
internal_count=3910 3283 3053 2933 2534 657 434 1877 846
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=9
num_cat=0
split_feature=132 52 13 2 47 3 51 16
split_gain=2.98024e-05 5.47903e-05 5.55911e-05 7.40993e-05 6.16021e-05 0.000127528 9.86702e-05 3.80735e-05
threshold=0.081240000000000021 -0.092854999999999979 -0.083514999999999992 0.10393500000000001 0.09252500000000001 -0.069909999999999986 0.085845000000000019 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -7
right_child=-2 2 4 -5 -6 6 -8 -9
leaf_value=-0.00036843596570493341 0.00031778025778463753 0.00051674523843786221 -0.0004088262341536465 -0.00013680589271721153 -0.0004966536602209814 0.00070559543469761996 -0.00027103794334592873 0.00020550340006487329
leaf_weight=0.0016134972856831275 0.0010041974205489178 0.0016638781266992005 0.0018040973361048837 0.0011132331870674628 0.0011137340883967273 0.0011879204730721178 0.0010218623765506502 0.0011538002321082375
leaf_count=703 387 737 1124 204 185 257 113 200
internal_value=0 -3.55444e-05 2.37499e-05 0.000254763 -7.83844e-05 1.17607e-05 0.000237347 0.000459193
internal_weight=0 0.010672 0.00905853 0.00277711 0.00628141 0.00516768 0.00336358 0.00234172
internal_count=3910 3523 2820 941 1879 1694 570 457
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=9
num_cat=0
split_feature=47 43 2 16 15 49 2 2
split_gain=1.46678e-05 4.03406e-05 4.43308e-05 6.07112e-05 7.22082e-05 3.98448e-05 2.55144e-05 2.98265e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 0.0032450000000000005 -0.0071449999999999994 -0.029304999999999998 0.10679500000000001 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -8
right_child=-2 2 6 -5 -6 -7 7 -9
leaf_value=0.019429509975026672 -0.01107638763604624 0.0014763398890803928 0.019577322646741609 -0.02933160348611661 0.019776268172396607 -0.025190426462525169 -0.0096084091404141404 0.011630822084761808
leaf_weight=0.0010789372420327544 0.0010758454638962129 0.0011336387900870114 0.0011039939901083184 0.0010230958304771119 0.0010795535153883011 0.0011079076422321145 0.001266084881919903 0.0013839034679877492
leaf_count=248 179 221 306 439 1153 655 243 466
internal_value=0 0.00126541 -0.00115463 -0.00803245 -0.00147105 -0.011704 0.00680454 0.00148335
internal_weight=0 0.00917712 0.00809818 0.0043442 0.0033211 0.00224155 0.00375398 0.00264999
internal_count=3910 3731 3483 2468 2029 876 1015 709
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=9
num_cat=0
split_feature=1 42 13 1 133 52 16 4
split_gain=1.48106e-05 4.61718e-05 4.55118e-05 4.25411e-05 3.29326e-05 3.28779e-05 4.7984e-05 2.78196e-05
threshold=0.10113500000000002 0.087065000000000017 -0.077154999999999987 0.13148500000000005 0.065880000000000008 -0.069134999999999988 -0.057604999999999996 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 -1 -7 -4
right_child=2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.017619785485305295 0.021170329474538455 -0.022928059653536833 0.016601796356778286 -0.017615424336951738 0.015246719641873116 -0.01278583103969509 0.016851992460986811 -0.0050771086971246725
leaf_weight=0.001189456048208293 0.0011728310136515227 0.0010038815720019604 0.0012110724028060937 0.0011242915905603796 0.0011675492258691232 0.0010239945356962372 0.0011709007381852455 0.0011578767717009067
leaf_count=314 339 1055 338 163 630 701 223 147
internal_value=0 -0.00351604 0.00412588 -0.00159667 0.000765114 -0.00423082 0.00302492 0.00600575
internal_weight=0 0.00555578 0.00466607 0.00349324 0.0045519 0.00338435 0.0021949 0.00236895
internal_count=3910 2923 987 648 1868 1238 924 485
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=7
num_cat=0
split_feature=4 47 52 52 1 13
split_gain=1.48358e-05 2.47152e-05 4.75159e-05 5.42165e-05 3.91782e-05 2.58641e-05
threshold=0.28937500000000005 0.10783500000000001 -0.092854999999999979 -0.048794999999999991 0.096035000000000023 -0.032264999999999995
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=-0.02312073574963374 0.0078649201297623355 0.011413884083588165 0.015714472346453987 -0.010147391981228141 -0.021253929647918817 0.0079190281054297759
leaf_weight=0.0011095816996730514 0.0019316480380561106 0.0011976692494312874 0.0015203932330639467 0.0014556055858557185 0.0012401141204867972 0.0017392329518277289
leaf_count=669 426 208 349 1190 225 843
internal_value=0 -0.00186951 -0.00412135 -0.000581442 -0.00616802 -0.000312243
internal_weight=0 0.0082626 0.00706493 0.00595535 0.00443495 0.00319484
internal_count=3910 3484 3276 2607 2258 2033
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=9
num_cat=0
split_feature=11 43 15 4 15 16 16 52
split_gain=3.39574e-05 4.62879e-05 6.40841e-05 9.09904e-05 4.27672e-05 5.54958e-05 5.19447e-05 8.49034e-05
threshold=0.080455000000000013 -0.049504999999999987 -0.053579999999999996 -0.068329999999999988 -0.10192499999999999 0.15737500000000001 -0.094359999999999986 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -8
right_child=-2 4 3 -5 5 -7 7 -9
leaf_value=0.00049925685316993152 -0.00035154741564239405 -0.00032003628041780497 0.00036773651911028142 -0.00042079606912566231 -0.00013943863570062563 -0.00037468099158927782 -4.2702268325628798e-05 0.00072178284233488578
leaf_weight=0.0015902572226157963 0.0010016505777863784 0.0019110874485871307 0.0011595619258879088 0.0010928946202567948 0.0015467279785110451 0.0010395633728749526 0.0011520760193075483 0.0010841109957738866
leaf_count=814 241 377 408 529 273 195 225 848
internal_value=0 2.61883e-05 0.0001979 -1.48604e-05 -7.18043e-05 2.65669e-05 0.000136832 0.000327923
internal_weight=0 0.0105763 0.00384271 0.00225246 0.00673357 0.00482248 0.00378291 0.00223619
internal_count=3910 3669 1751 937 1918 1541 1346 1073
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=10
num_cat=0
split_feature=484 39 12 1 133 1 4 13 16
split_gain=0.000150525 7.7698e-05 0.000101052 7.65276e-05 5.51123e-05 7.05986e-05 8.22485e-05 4.96032e-05 3.22101e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.11561500000000001 0.085050000000000014 0.09112000000000002 0.27608500000000008 -0.028919999999999998 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00071817743954028152 6.5909865099280754e-05 -0.0004456712180169847 -0.00046294202184023929 0.00060004755215667448 -0.00029405390196863559 -0.00028688716999873286 0.00037820053053284842 0.00030175592848858849 0.00077054516029374006
leaf_weight=0.0010398194803653308 0.0014066231554176506 0.0010557862241685001 0.0010533956040253119 0.0014017651240796338 0.0011490011650837142 0.0019838979398405093 0.0011175828029692525 0.0011318420234549703 0.0011222103961597641
leaf_count=627 590 230 120 313 803 427 106 521 173
internal_value=0 6.10695e-05 0.00011268 0.000177789 0.00010297 0.000170431 -4.72305e-05 0.000354843 0.000535149
internal_weight=0 0.0114221 0.0103663 0.00931292 0.00791116 0.00676216 0.00310148 0.00366068 0.00225405
internal_count=3910 3283 3053 2933 2620 1817 533 1284 694
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=8
num_cat=0
split_feature=42 160 15 15 15 2 484
split_gain=1.50772e-05 3.7991e-05 4.32448e-05 5.59517e-05 6.8834e-05 5.3173e-05 4.08689e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004 0.084750000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0098301773481706319 -0.024853239935651111 -0.016546334492158202 0.022497710091144874 -0.012838107110304881 0.028355067771502832 0.011954035394750217 0.003686390381441338
leaf_weight=0.0013615600161144088 0.0010069280468816503 0.0011729614969749514 0.0011724122126267203 0.0018577339560631326 0.001183909041021496 0.0014813560260174621 0.0010001361095867628
leaf_count=1060 666 205 642 332 353 278 374
internal_value=0 0.00147126 0.00500797 0.00140802 0.00830326 -0.000640478 -0.0106317
internal_weight=0 0.00887544 0.00686837 0.00569596 0.00383823 0.00265432 0.00200706
internal_count=3910 2850 1810 1168 836 483 1040
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=8
num_cat=0
split_feature=47 4 1 1 1 12 0
split_gain=1.48133e-05 3.95695e-05 4.91226e-05 4.71664e-05 3.95281e-05 5.32529e-05 5.32085e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.11198000000000001 0.094485000000000013 0.090840000000000018 -0.13027499999999997
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=0.0052648390796261333 -0.011132163157926067 -0.0025114285067691466 -0.023005181478462033 0.025656697918103211 0.017196526157593702 0.011923365342386322 -0.021804705731229949
leaf_weight=0.0012099669042019291 0.0010748605888807475 0.001126690724040199 0.0010071002445977747 0.0012583903010271267 0.0011864633209754446 0.0015276478432276162 0.0018159395423138225
leaf_count=186 179 189 203 323 418 885 1527
internal_value=0 0.00127899 -0.00263468 0.0123503 0.000939371 -0.00329656 -0.0109804
internal_weight=0 0.0091322 0.00674712 0.00238508 0.00574002 0.00455355 0.00302591
internal_count=3910 3731 3219 512 3016 2598 1713
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=9
num_cat=0
split_feature=474 160 42 160 43 43 1 15
split_gain=4.50646e-05 9.26436e-05 6.48086e-05 6.52385e-05 7.33147e-05 5.98301e-05 4.58613e-05 8.03891e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 -0.089949999999999988 0.090540000000000023 -0.10071499999999999
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=-0.00046552778613256684 0.0003856978963498348 -0.00037591941200824762 0.00014414496184186968 -0.00035530861489062359 0.00027067394983888704 0.00081389267889033835 0.00018245688041632386 -0.00047926506568108203
leaf_weight=0.0016823413252223902 0.0010345032269509493 0.0012699363496372759 0.0010189091698953471 0.0010432183546797156 0.0019385451386825007 0.0010324226890885803 0.0015420714039893917 0.0013016184908232016
leaf_count=927 424 869 163 248 530 227 164 358
internal_value=0 -4.26471e-05 3.51327e-05 0.000101405 0.000171127 0.000481225 3.81108e-05 -0.000120428
internal_weight=0 0.0108291 0.00914672 0.00787679 0.00683357 0.00205133 0.00478224 0.00284369
internal_count=3910 3486 2559 1690 1442 390 1052 522
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=10
num_cat=0
split_feature=484 49 159 150 124 2 13 2 1
split_gain=0.000104399 4.23154e-05 6.07021e-05 5.48705e-05 5.42441e-05 4.75788e-05 9.82589e-05 6.30866e-05 9.20613e-05
threshold=-1.0000000180025095e-35 0.10513500000000002 0.08764000000000001 0.11398500000000002 -0.018779999999999995 0.094010000000000024 -0.091849999999999987 0.086650000000000019 0.095575000000000007
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=-0.00061302937242465802 -0.00041604629423696785 0.00041054834295491463 0.00042533541214321565 -0.00047674177985738714 -0.00037660762744142395 0.00029332820488169102 -0.00045820239718778456 0.00062713909560859881 0.0003432688833774204
leaf_weight=0.0010008519951477538 0.0010077237822885129 0.0011151643361020794 0.0011764252448355104 0.0010190242621792196 0.0011221735126709237 0.0011957892686902314 0.0015179048320248573 0.0010307335049528931 0.0017451987286596343
leaf_count=627 200 317 364 137 844 116 559 517 229
internal_value=0 4.86042e-05 7.48059e-06 -4.94242e-05 7.72462e-06 7.23128e-05 -0.00012704 0.000211094 6.15383e-05
internal_weight=0 0.0109301 0.00981497 0.00863855 0.00761952 0.0066118 0.00271369 0.00389811 0.00286737
internal_count=3910 3283 2966 2602 2465 2265 675 1590 1073
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=9
num_cat=0
split_feature=50 150 15 47 3 4 2 2
split_gain=3.24217e-05 4.61913e-05 5.17974e-05 6.72305e-05 7.63759e-05 0.000102591 7.43779e-05 3.54063e-05
threshold=0.086465000000000014 0.11398500000000002 -0.16430499999999995 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.097940000000000013 0.090695000000000012
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=0.00044702031043717733 -0.00034028350221441739 -0.00036116156069928939 7.9592156956751611e-05 -0.00034538284847848076 -0.00021230834058555222 0.00075798388097581871 0.00047125445889548124 -0.0003758200215333083
leaf_weight=0.0012246545985521726 0.0010158899011101603 0.0010573866208375476 0.0012896685455643811 0.0016003864553985102 0.0015267371649684679 0.0011951479148559034 0.0010214367174813692 0.0013365413366040917
leaf_count=392 715 158 1093 265 251 187 226 623
internal_value=0 2.69491e-05 7.15823e-05 1.38926e-05 0.000104163 0.000284005 6.16981e-05 -0.000152178
internal_weight=0 0.010252 0.00919457 0.00796992 0.00636953 0.00374332 0.00254817 0.00262621
internal_count=3910 3195 3037 2645 2380 664 477 1716
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=10
num_cat=0
split_feature=41 42 42 13 4 4 1 2 1
split_gain=4.11596e-05 4.06315e-05 5.4705e-05 7.21493e-05 7.4069e-05 7.54965e-05 0.000119643 6.21413e-05 4.82363e-05
threshold=1.0000000180025095e-35 0.095385000000000011 0.085330000000000003 -0.0038299999999999996 0.0057500000000000008 0.074650000000000008 0.11931500000000002 0.10393500000000001 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -6 -7 -1 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.00052870055674403835 -0.00038672184701164092 0.00039980230402254482 -0.00043910605755892256 -0.0001115870988737996 0.00052226161119302544 0.00027167639005451179 -0.00060805011383526539 -7.2169446343026537e-05 -0.00067950348315148229
leaf_weight=0.0017253806490190367 0.0010089176023435542 0.0010199883946603342 0.001028832023145145 0.0013473820502701594 0.0010973814997819885 0.001418567213270952 0.0010229827810369551 0.0010734047877484975 0.0010030462766780256
leaf_count=889 224 579 858 487 116 150 88 218 301
internal_value=0 2.75062e-05 -1.15737e-05 3.90538e-05 -8.41241e-05 9.50814e-05 -9.69194e-05 0.000298252 -0.000353946
internal_weight=0 0.010737 0.00971698 0.00868815 0.00588936 0.00353893 0.00244155 0.00279879 0.00235043
internal_count=3910 3686 3107 2249 1142 354 238 1107 788
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 42
split_gain=1.55848e-05 3.06892e-05 6.14586e-05 4.06218e-05 5.31033e-05 0.000106879 3.2846e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 -0.010284999999999997 0.085195000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-0.014318173079994171 -0.011372393730684034 0.010266836219749546 0.027192591546540846 -0.026455091450742169 -0.021758612178201756 0.015442881641007428 0.010910384398298554
leaf_weight=0.0010027628409799295 0.0010866614373908233 0.001664407895571117 0.0011903010251351053 0.0011559369703797928 0.0014085057475122431 0.0017096779451222241 0.0010632333680120883
leaf_count=641 279 281 556 1239 204 179 531
internal_value=0 0.00129126 0.00909313 -0.00298677 -0.00814792 -0.0013613 -0.00133468
internal_weight=0 0.00919483 0.0032563 0.00593853 0.00427412 0.00311818 0.002066
internal_count=3910 3631 1728 1903 1622 383 1172
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=7
num_cat=0
split_feature=52 160 4 3 2 16
split_gain=1.5072e-05 4.57226e-05 4.34884e-05 3.6888e-05 4.52037e-05 8.15304e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.13309499999999996 0.10393500000000001 -0.114825
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=-0.0071529509655606401 -0.020696484632299172 -0.013605810083408779 0.015174804188424424 0.03291573779141093 -0.0070279969114229379 -0.0031388990925388703
leaf_weight=0.0015710228528814079 0.0011799357496432381 0.0013197182843162035 0.0019614764116247423 0.001200084507566268 0.0017030283324670197 0.0013138105675497942
leaf_count=795 924 144 395 201 335 1116
internal_value=0 -0.00282398 0.00524489 0.000984899 0.00555117 0.0140729
internal_weight=0 0.00671658 0.0035325 0.00553664 0.00421692 0.0025139
internal_count=3910 2720 1190 1796 1652 1317
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=8
num_cat=0
split_feature=1 4 0 43 13 2 4
split_gain=1.36595e-05 3.84417e-05 2.30962e-05 5.95796e-05 6.4238e-05 6.40791e-05 4.89216e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.11230000000000001 0.015635000000000003
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=0.0040729725978601817 -0.018552464307719996 -0.018731376787837411 0.015952551502912721 0.023011055107522615 -0.0063396349044459888 -0.02081883181571318 0.023785463622659181
leaf_weight=0.0017279444762478588 0.001353160212406797 0.0012918632102367424 0.0010611688359710271 0.0014244434313570344 0.0011346956199155735 0.0012034015331819012 0.0010269491813393525
leaf_count=422 439 1586 336 577 303 120 127
internal_value=0 -0.00568265 0.00232951 -2.3934e-05 0.00521088 -0.00232404 0.00797213
internal_weight=0 0.00301981 0.00720382 0.00614265 0.00478949 0.00336505 0.00216164
internal_count=3910 2008 1902 1566 1127 550 430
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=9
num_cat=0
split_feature=41 150 150 3 15 15 0 52
split_gain=4.23172e-05 6.26787e-05 6.26838e-05 5.88842e-05 8.65455e-05 6.77083e-05 0.000105256 5.61057e-05
threshold=1.0000000180025095e-35 0.11398500000000002 0.077110000000000012 -0.10628499999999998 -0.017214999999999998 -0.15202999999999997 -0.10462499999999998 0.084240000000000023
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 7 6 -8 -9
leaf_value=0.00033689092713015732 -0.00039443011747677438 -0.0004230845191488417 0.00043752219555203797 0.00012762420515105981 0.0003965532323983001 -0.00094397788535160207 -0.00012892099898275609 -0.00015668545563991769
leaf_weight=0.001664782100410326 0.0010053106015817026 0.0010763028030897443 0.0015475383136113489 0.0011047403383555778 0.0017579508989171411 0.0010129382994873406 0.0015281578657538486 0.0011763633031114276
leaf_count=308 224 148 340 328 836 160 788 778
internal_value=0 2.60522e-05 7.54174e-05 7.45193e-06 -7.58963e-05 -0.000277635 -0.000453821 0.00017476
internal_weight=0 0.0108688 0.00979247 0.00824493 0.00658015 0.00364584 0.0025411 0.00293431
internal_count=3910 3686 3538 3198 2890 1276 948 1614
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=8
num_cat=0
split_feature=52 0 12 160 3 3 47
split_gain=1.44957e-05 4.13067e-05 4.06771e-05 3.46733e-05 3.20195e-05 4.29385e-05 3.76045e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.051320000000000005 -1.0000000180025095e-35 -0.13309499999999996 -0.077689999999999995 0.081320000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7
right_child=3 2 -4 4 5 6 -8
leaf_value=-0.011344523529987049 -0.018391888104905465 0.026433562394938655 0.00060278127189814781 -0.013031547610232617 0.022183223322419107 0.0075188903452557314 -0.015003090870119721
leaf_weight=0.0010608095534224262 0.0011724270473973961 0.0011110442374718918 0.0013508909489711178 0.0013223398592325606 0.0010629167274681904 0.0019445584815633581 0.00119814407071835
leaf_count=96 924 379 715 144 955 524 173
internal_value=0 0.00515188 0.0122599 -0.00277168 0.00054122 0.0048088 -0.00106753
internal_weight=0 0.00352274 0.00246194 0.00670039 0.00552796 0.00420562 0.0031427
internal_count=3910 1190 1094 2720 1796 1652 697
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=7
num_cat=0
split_feature=4 42 133 15 160 52
split_gain=1.57456e-05 2.61317e-05 3.48366e-05 7.14436e-05 4.52331e-05 5.63809e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 0.024640000000000006 -0.025614999999999995 -0.026849999999999995
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=0.020534279756253937 0.0081037623720841695 -0.012642188731303586 0.016163262480211153 -0.026089779283698534 -0.017939189887852373 0.0091496093727386676
leaf_weight=0.0011135111587387619 0.0019272415713738862 0.0017864440278735584 0.0012304264379468704 0.001033866717658702 0.0013889987074087364 0.0017194901483561214
leaf_count=282 426 1266 689 646 344 257
internal_value=0 -0.00193284 0.00101671 -0.00252918 0.00324024 -0.00295476
internal_weight=0 0.00827274 0.00648629 0.00525587 0.004222 0.00310849
internal_count=3910 3484 2218 1529 883 601
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=9
num_cat=0
split_feature=132 52 52 49 47 12 16 2
split_gain=3.12783e-05 5.18947e-05 6.22559e-05 5.46614e-05 6.58663e-05 0.000118294 9.25644e-05 8.24947e-05
threshold=0.080815000000000012 -0.092854999999999979 -0.07984999999999999 0.093425000000000022 0.09252500000000001 0.10058500000000002 -0.25582999999999995 0.090905000000000014
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=-0.00036520150210027504 0.00032406759854454551 0.00048087091860816653 0.00061923952007174625 0.00037799594351473027 -0.00054533434581773227 -0.00055700796790709062 0.00027940837137460764 -0.00032808364614539301
leaf_weight=0.001562686829630182 0.0010202152655356131 0.0010088473368190373 0.0011150924232714286 0.0010604933538156704 0.0010778932212571297 0.0012298381962308029 0.0016827255236932419 0.0017565318650541099
leaf_count=699 395 183 266 329 202 247 1218 371
internal_value=0 -3.55592e-05 2.21167e-05 -3.63003e-05 -0.000100327 -1.73995e-05 0.000128314 -3.0856e-05
internal_weight=0 0.0104941 0.00893142 0.00792257 0.00686208 0.00578419 0.00455435 0.00343926
internal_count=3910 3515 2816 2633 2304 2102 1855 1589
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=8
num_cat=0
split_feature=1 4 47 2 2 16 1
split_gain=1.47887e-05 3.0898e-05 2.50692e-05 4.95102e-05 5.20309e-05 4.62215e-05 2.86052e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 0.114165 0.097135000000000013 -0.092014999999999986 0.11561500000000001
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=0.0028209387297346809 0.022730327328932567 -0.017631808392087878 -0.018818096432881213 0.025671246583104962 -0.017284909430733485 -0.0031891810343790922 0.0038288538047339493
leaf_weight=0.0017306296677922033 0.0012507705532325273 0.001288602622624472 0.0010087038767271832 0.0010519133220502795 0.0010924017710828831 0.0015291106935121544 0.0012475003010215652
leaf_count=422 239 1586 222 328 258 695 160
internal_value=0 -0.00590826 0.00243305 0.00643266 0.00120646 0.00847296 -0.00629615
internal_weight=0 0.00301923 0.0071804 0.0049242 0.00387228 0.00277988 0.0022562
internal_count=3910 2008 1902 1520 1192 934 382
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=9
num_cat=0
split_feature=132 42 43 160 4 16 16 0
split_gain=3.11821e-05 5.08292e-05 4.94743e-05 5.61002e-05 5.77242e-05 8.58259e-05 6.79169e-05 4.26813e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 0.083940000000000015 -0.079684999999999992 0.074650000000000008 -0.52908499999999992 -0.072804999999999981 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=-0.00042625265616252829 0.00032439780158366097 -0.0002942138867897782 -0.00032754349085477487 0.0003527014826812703 -4.6330422043692175e-05 0.00069883258952145827 -0.00039978757945995861 0.00011686757706932634
leaf_weight=0.0011379595830551719 0.0010170235360698549 0.0013123485230943401 0.0013862232793259875 0.0013863737425907153 0.0010204648918709777 0.0014228326915246619 0.0014923831435463323 0.0010453502122806141
leaf_count=868 395 611 193 470 122 235 707 309
internal_value=0 -3.56399e-05 1.33897e-05 7.49294e-05 0.000151011 0.000387609 3.69699e-06 -0.000186966
internal_weight=0 0.0102039 0.00906598 0.00767975 0.0063674 0.0024433 0.00392411 0.00253773
internal_count=3910 3515 2647 2454 1843 357 1486 1016
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=7
num_cat=0
split_feature=52 12 151 16 52 4
split_gain=1.62097e-05 4.08991e-05 4.87922e-05 4.35152e-05 4.46136e-05 4.01494e-05
threshold=-0.048794999999999991 0.10058500000000002 -0.0008699999999999999 -0.23935499999999996 0.091210000000000013 -0.0040999999999999986
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=-0.0065132244731777216 -0.017113433784912865 -0.018689442141215498 0.020151021695221979 -0.014071328460859837 0.011317272709097763 0.015024895503497414
leaf_weight=0.0015552595775894492 0.0011688592402295641 0.0013202585747163348 0.0014302432897631244 0.0013791380797291671 0.0013894354117719781 0.0019514846520261326
leaf_count=795 345 379 353 1088 555 395
internal_value=0 -0.00292152 0.000956835 0.00598721 -0.00132981 0.00547263
internal_weight=0 0.00668793 0.00536768 0.00419882 0.00276857 0.00350674
internal_count=3910 2720 2341 1996 1643 1190
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=9
num_cat=0
split_feature=132 42 52 47 15 0 49 4
split_gain=2.3067e-05 6.13302e-05 5.37471e-05 7.50955e-05 9.4462e-05 9.25043e-05 4.61485e-05 2.76962e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -0.092854999999999979 0.09252500000000001 -0.23033499999999998 -0.032484999999999993 -0.006494999999999999 -1.0000000180025095e-35
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=-0.00046164392934528928 0.00027932545776363952 -0.00036459961210879324 -0.00034788130783853241 -0.00037442296303281811 0.00019514669054444502 -0.0001368819888652827 0.00083836426528483812 0.00039429004235408074
leaf_weight=0.0011366861955612968 0.0010027416320511221 0.0012013935045920047 0.0011558698424973231 0.0011831278946331965 0.0017884993098700691 0.0015518506711116493 0.0011029355760671529 0.0010578773846615895
leaf_count=868 395 562 228 236 387 132 856 246
internal_value=0 -3.23726e-05 2.15945e-05 8.07733e-05 0.000161674 0.000268738 0.000428123 0.000620957
internal_weight=0 0.0101782 0.00904155 0.00784016 0.00665703 0.00550116 0.00394931 0.00216081
internal_count=3910 3515 2647 2085 1849 1621 1489 1102
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=10
num_cat=0
split_feature=50 133 49 160 16 13 42 13 15
split_gain=4.77554e-05 5.50878e-05 6.24606e-05 8.85534e-05 6.01684e-05 4.77817e-05 4.79775e-05 8.02393e-05 1.89392e-05
threshold=0.086465000000000014 0.088055000000000008 -0.006494999999999999 -0.081069999999999989 -0.072359999999999994 0.10924000000000002 0.084100000000000022 -0.083924999999999986 -0.085919999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -5 -1
right_child=-2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00013269625608167159 -0.00040713841662158562 -0.00037096524583570521 0.00072322053308162388 0.0004961245363672602 -0.0004969640393312336 0.00047123415887732271 -0.00035519015565490115 -0.00014070736340818856 0.0002454281026139364
leaf_weight=0.0010001684864967466 0.0010644524441125501 0.0011807805283914107 0.0010121437678052517 0.0012927252838743589 0.0011771728178516091 0.0010181936517362584 0.0010953043406231131 0.0018481948007928763 0.0010376148892207657
leaf_count=108 715 715 335 164 316 116 529 780 132
internal_value=0 2.84149e-05 7.81516e-05 0.000192142 -0.000144037 8.98414e-05 -1.82786e-06 0.000121397 5.98401e-05
internal_weight=0 0.0106623 0.00948152 0.00626656 0.00321496 0.00525442 0.00423622 0.00314092 0.00203778
internal_count=3910 3195 2480 1924 556 1589 1473 944 240
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=9
num_cat=0
split_feature=132 42 43 160 4 16 16 0
split_gain=3.31576e-05 5.19334e-05 5.78694e-05 5.257e-05 6.01774e-05 0.000102167 6.92832e-05 4.0644e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.074650000000000008 -0.52908499999999992 -0.072804999999999981 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=-0.00043209159285668292 0.00033318344909018233 -0.00020580196642291037 -0.00035797121333879715 0.00035650214244625777 -3.967774560657364e-05 0.00080638711641811667 -0.00043624595817478006 9.4446655884055668e-05
leaf_weight=0.001140109023695564 0.0010198603810054252 0.0019013169664103121 0.0013819848116116062 0.0014021817318984084 0.0010006926065919337 0.0012149767454803265 0.0012413885928117705 0.0010032468810642378
leaf_count=868 395 905 193 452 117 194 513 273
internal_value=0 -3.74802e-05 1.17119e-05 7.75168e-05 0.000169402 0.000424267 1.45561e-05 -0.000199051
internal_weight=0 0.0102859 0.00914579 0.0077638 0.00586249 0.00221567 0.00364682 0.00224464
internal_count=3910 3515 2647 2454 1549 311 1238 786
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=11
num_cat=0
split_feature=484 39 12 13 49 49 48 4 15 0
split_gain=0.000149366 6.67423e-05 6.08121e-05 6.8951e-05 5.17344e-05 5.65815e-05 4.25125e-05 4.71614e-05 5.73618e-05 7.39911e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.10924000000000002 -0.084934999999999997 -0.045004999999999996 0.10448500000000001 -0.23071499999999998 -0.0089749999999999986 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00071481835587680772 -0.00028653229647566041 -0.00041317125879042127 -0.00033998910262994313 0.00064071311882489676 0.00057054843929007972 -0.00021029049943695655 -0.00027545089477623097 -0.00027552495144553957 0.00053649217631573779 0.00043609134308214548
leaf_weight=0.0010238721575114356 0.001122905730589964 0.0010117824494002394 0.0010190016776221852 0.001038621704354121 0.0011214395951589726 0.0010207691958034077 0.0010131882360404866 0.0011978011199833059 0.0016837507942546702 0.0010578971320232204
leaf_count=627 197 230 120 185 207 176 134 204 1222 608
internal_value=0 6.73287e-05 0.000114642 0.000164691 0.000104527 0.000166421 9.05502e-05 0.000165311 0.000262634 5.82151e-05
internal_weight=0 0.0112872 0.0102754 0.00925637 0.00821775 0.00709485 0.00597341 0.00496022 0.00393945 0.0022557
internal_count=3910 3283 3053 2933 2748 2551 2344 2210 2034 812
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=10
num_cat=0
split_feature=50 133 150 159 0 1 47 48 3
split_gain=4.02393e-05 5.09278e-05 5.94311e-05 5.20539e-05 7.12042e-05 8.35732e-05 9.9896e-05 8.64779e-05 5.5343e-05
threshold=0.086465000000000014 0.088055000000000008 0.11398500000000002 0.090705000000000022 -0.084074999999999997 0.087545000000000026 0.09252500000000001 0.081315000000000012 -0.11266
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=-0.00046311217458078592 -0.00038177425162241971 -0.00036453661369854245 -0.0003623865717358341 -0.00028085917958694948 0.00079267386960896896 0.00082262079030216251 -0.00032039872990107253 2.6390816558558115e-05 0.00023058424742544432
leaf_weight=0.0010146153879555453 0.0010103139228148728 0.0011301576387220463 0.0010504201991620816 0.0010209572346143352 0.0010235745917191019 0.0010612200991490959 0.0010140435805760691 0.0010367848367008291 0.001968880064589138
leaf_count=684 715 715 128 374 169 140 106 116 763
internal_value=0 2.82473e-05 7.6548e-05 0.00013319 0.000192568 2.5581e-05 0.000184909 0.000429143 0.000422848
internal_weight=0 0.0103207 0.0091905 0.00814008 0.00711912 0.00412666 0.00311205 0.002098 0.00299245
internal_count=3910 3195 2480 2352 1978 1046 362 256 932
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=8
num_cat=0
split_feature=47 43 52 2 0 2 15
split_gain=1.59381e-05 3.64727e-05 4.87048e-05 5.71927e-05 4.9402e-05 4.13706e-05 2.29294e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 -0.14808999999999997 0.084235000000000018 -0.064869999999999983
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=0.018583911385516707 -0.01153735416346212 -0.0066553613036623551 -0.021620899503115951 -0.0033685645631856111 0.022303740972116112 -0.017464865334003727 0.01359645344720113
leaf_weight=0.0010779090729283189 0.0010807650887160606 0.0011710218239296734 0.0010033027650354987 0.0012480466609430261 0.001876744964775471 0.0017624678668477175 0.0010698190211040055
leaf_count=248 179 269 560 141 684 1230 599
internal_value=0 0.00129919 -0.000992091 0.00191148 0.0120502 -0.00600231 0.00301323
internal_weight=0 0.00920931 0.0081314 0.0071281 0.00312479 0.00400331 0.00224084
internal_count=3910 3731 3483 2923 825 2098 868
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=9
num_cat=0
split_feature=2 52 40 4 3 49 0 3
split_gain=3.49158e-05 6.29158e-05 6.02494e-05 4.9672e-05 8.1109e-05 9.9256e-05 4.74354e-05 4.59766e-05
threshold=0.10946500000000002 0.09086000000000001 -1.0000000180025095e-35 -0.08422499999999998 0.090325000000000003 -1.0000000180025095e-35 -0.070894999999999986 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 7 -1 -4 5 -5 -7 -2
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00047610713801081905 0.00026838355608536295 0.00054499074999586584 -0.0002887102708780578 -0.00046943348753451439 0.00053083457309318315 -3.7184826578948105e-05 0.00050148638821170474 -0.00026685410613739847
leaf_weight=0.0012366332892325763 0.001151942289303212 0.0011005049432194305 0.0017892184902771292 0.0013869600091703221 0.0012269017424131083 0.001562372997124642 0.0010515204396384671 0.0013287643556488412
leaf_count=266 398 195 648 429 131 1434 235 174
internal_value=0 0.000154792 -7.70466e-05 -6.71839e-06 8.97944e-05 -4.5455e-05 0.000179513 -1.83109e-05
internal_weight=0 0.00358121 0.00825361 0.00701697 0.00522776 0.00400085 0.00261389 0.00248071
internal_count=3910 767 3143 2877 2229 2098 1669 572
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=7
num_cat=0
split_feature=1 4 52 13 4 1
split_gain=1.66963e-05 2.69266e-05 2.33568e-05 7.01058e-05 8.21705e-05 0.000114936
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.00059999999999999995 0.0057500000000000008 0.11052000000000002
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=0.0018488683040248578 0.014450907525808951 -0.017178377226669889 0.012948008059204914 -0.032523440851560045 0.025526743043372126 -0.017509127570687785
leaf_weight=0.001743155406107111 0.002001256007012904 0.0012972568485498635 0.0016666142234696944 0.0010445167999279491 0.0010800128643060486 0.0014588037393042886
leaf_count=422 848 1586 445 380 103 126
internal_value=0 -0.00626951 0.00255886 -0.000541577 -0.00891473 0.000798337
internal_weight=0 0.00304041 0.0072512 0.00558459 0.00358333 0.00253882
internal_count=3910 2008 1902 1457 609 229
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=10
num_cat=0
split_feature=484 12 51 42 3 12 13 52 16
split_gain=0.000116384 7.14758e-05 6.8905e-05 5.55099e-05 7.28445e-05 6.94974e-05 0.000121719 7.3993e-05 0.000137704
threshold=-1.0000000180025095e-35 -0.036459999999999992 -0.095859999999999987 0.091955000000000023 -0.13927999999999999 0.10058500000000002 -0.083514999999999992 -0.074484999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-0.00063519624636980312 -0.00031510428443412369 0.000568720053957013 0.00055277189363611744 -0.00036179472467962726 0.00062910913613130088 -0.00042548518621769244 -0.00044851473711115066 -0.0003977315843102494 0.00051590833962685348
leaf_weight=0.0010217437208665655 0.0017021785299853277 0.0011609235239652448 0.0012412363444099343 0.0010536286872823647 0.0013638930244293862 0.0010573322949783441 0.001233202891259967 0.0010889988354656564 0.001518828554560513
leaf_count=627 477 301 195 510 532 213 185 136 734
internal_value=0 5.55415e-05 0.000120462 5.96485e-05 0.000118827 3.2815e-05 0.000125914 -5.27626e-05 0.000134383
internal_weight=0 0.0114202 0.00971804 0.00855712 0.00750349 0.00626226 0.00520492 0.00384103 0.00260783
internal_count=3910 3283 2806 2505 1995 1800 1587 1055 870
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=8
num_cat=0
split_feature=151 124 157 4 2 2 12
split_gain=1.70962e-05 3.34262e-05 3.6116e-05 5.85969e-05 5.12846e-05 7.40435e-05 4.21821e-05
threshold=-0.086249999999999979 -0.018779999999999995 -1.0000000180025095e-35 -0.39075499999999991 0.10679500000000001 0.086875000000000022 0.097345000000000015
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=0.01192173438846345 -0.018687818459476462 -0.016580132022525181 0.025567432802799092 -0.013856742156238225 -0.014354931813714923 0.023219142021717678 0.011510595348732611
leaf_weight=0.0010696219067659893 0.0010009711678983626 0.0010580771646645426 0.0010076482932668968 0.00171913045994695 0.0018531711891447275 0.001528363017833202 0.001059498570257303
leaf_count=351 269 586 124 1082 504 826 168
internal_value=0 -0.00143353 0.000666064 0.00321186 -0.000444949 0.00554011 -0.00418411
internal_weight=0 0.00922686 0.00822589 0.00716781 0.00616016 0.00430699 0.00277863
internal_count=3910 3559 3290 2704 2580 2076 1250
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 2 3 1
split_gain=4.3036e-05 6.81525e-05 5.02656e-05 4.10313e-05 6.79296e-05 5.14768e-05 6.62043e-05 0.000148454
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.113945 -0.075954999999999981 0.099595000000000017
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=-0.00040965931559278735 0.00038288638761100415 -0.00034430209608650767 -7.1404418115357247e-05 0.00045306552786955682 -0.0004040089315232185 -0.00024898206289351242 1.6241772474153991e-05 0.00097426933764053147
leaf_weight=0.0016274275460370418 0.0010102417721484123 0.0012106529238246127 0.0017853375021814341 0.0010139137119859164 0.0011487478711286175 0.0011470040306958244 0.0014719949142554495 0.0010767506772886835
leaf_count=927 424 869 702 153 142 265 197 231
internal_value=0 -4.08676e-05 2.69158e-05 8.5711e-05 2.95308e-05 0.000120394 0.000218148 0.000420973
internal_weight=0 0.0104818 0.0088544 0.00764375 0.00662983 0.00548109 0.00433408 0.00254875
internal_count=3910 3486 2559 1690 1537 1395 1130 428
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=8
num_cat=0
split_feature=157 160 42 15 15 1 1
split_gain=1.82027e-05 4.02768e-05 4.78832e-05 3.25889e-05 5.4352e-05 7.4197e-05 7.69134e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.012046464394618372 -0.017596524835656071 -0.018242319034868032 0.00091835027380915565 0.020064154546922647 -0.012845409919653128 -0.0081894751274242516 0.03831213447561601
leaf_weight=0.0011108587713745685 0.0013303187103793539 0.0010886755322409162 0.0010760926530462998 0.0011048251347835518 0.0018372096486615054 0.0016150281163352285 0.0011252096525003381
leaf_count=517 856 878 299 618 255 323 164
internal_value=0 -0.00150698 0.0012207 0.00435591 0.00128618 0.00808923 0.0200324
internal_weight=0 0.00917736 0.00784704 0.00675837 0.00565354 0.00381633 0.0022013
internal_count=3910 3393 2537 1659 1041 786 463
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=8
num_cat=0
split_feature=1 157 16 0 151 2 4
split_gain=1.60095e-05 2.67578e-05 6.35885e-05 8.55223e-05 5.03842e-05 5.97426e-05 2.42644e-05
threshold=0.076710000000000014 -0.051074999999999988 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014 -0.084009999999999987
decision_type=2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 -1
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0015800613153938382 0.017702764932626954 -0.010060029067340994 -0.034164359046196933 0.0056910227995139763 0.00035663770198874907 0.029087249496936682 -0.016503081781506199
leaf_weight=0.001739708618587116 0.0010004981136470048 0.0011711610431821579 0.0010540462406546324 0.0011005609408405097 0.0014680910888855714 0.0014275151026299623 0.0012939171852496163
leaf_count=422 309 197 381 244 515 256 1586
internal_value=0 0.00252403 8.30449e-05 -0.0138065 0.00744182 0.0145206 -0.00613285
internal_weight=0 0.00722187 0.00622137 0.00215461 0.00406677 0.00289561 0.00303363
internal_count=3910 1902 1593 625 968 771 2008
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=9
num_cat=0
split_feature=147 11 3 457 2 1 2 1
split_gain=4.74726e-05 5.07467e-05 5.65785e-05 6.45778e-05 6.07247e-05 0.00018199 9.76826e-05 7.8161e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 0.084485000000000018 0.10393500000000001 0.10647000000000001 0.091985000000000011 0.095575000000000007
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=0.0003988756921971944 0.00039522818625066899 -0.00043692987063829992 -0.00036418079736206269 -0.00046473789655550709 -0.00087141109542285245 0.00021066682268215347 0.00062653377730479385 0.00024355607714578235
leaf_weight=0.0012141497152198819 0.0010435539921126663 0.0011243952509696039 0.0014428007668691152 0.0012514139788789326 0.0010049161147113652 0.0014742033543747668 0.0012257254563211111 0.0018657179766163449
leaf_count=144 191 269 1583 176 376 298 468 405
internal_value=0 -4.30781e-05 3.64081e-06 -5.44218e-05 1.87921e-05 -0.000227956 0.000153703 -2.14698e-05
internal_weight=0 0.0106033 0.00947893 0.00826478 0.00701336 0.00247912 0.00453424 0.00330852
internal_count=3910 3719 3450 3306 3130 674 2456 1988
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=11
num_cat=0
split_feature=484 39 12 13 49 49 48 4 15 13
split_gain=0.00012359 5.10012e-05 8.74003e-05 7.63004e-05 5.98688e-05 6.40081e-05 4.65666e-05 5.16837e-05 6.98597e-05 3.25973e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.10924000000000002 -0.084934999999999997 -0.045004999999999996 0.10096000000000001 -0.034289999999999994 -0.07142999999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -9 -7
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00066267775478462735 -0.00033268020422164813 -0.0003690927670030899 -0.00044969295382589372 0.00065258733556572857 0.00058388043262255361 0.0001958036042425279 -0.00030921693158202849 7.9866468829732466e-05 0.00074333601279591508 -0.00028055083685927124
leaf_weight=0.001022222430707956 0.001116654428702026 0.0010154093124134555 0.0010287643014098751 0.0010418495692204434 0.0011281047307354925 0.0010134178623835166 0.0010099354374380285 0.0015250544722140965 0.0010170895558356562 0.0012138488514139073
leaf_count=627 197 230 120 185 207 321 153 522 292 1056
internal_value=0 4.97847e-05 9.19188e-05 0.000153379 8.85613e-05 0.000156659 7.3267e-05 0.000154259 0.000345315 -6.38071e-05
internal_weight=0 0.0111101 0.0100947 0.00906595 0.00802411 0.00690745 0.00577935 0.00476941 0.00254214 0.00222727
internal_count=3910 3283 3053 2933 2748 2551 2344 2191 814 1377
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=8
num_cat=0
split_feature=50 15 15 133 52 16 43
split_gain=3.7569e-05 5.42981e-05 5.55666e-05 5.47778e-05 7.03329e-05 8.40205e-05 4.57847e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.10192499999999999 0.087805000000000008 -0.0066199999999999991 -0.084184999999999996 -0.062599999999999989
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=0.00045014027193829504 -0.00036374732356461367 -0.00035802572521658344 0.00016294903249286128 -0.0003654394596735089 -1.404681752427094e-05 0.00059382167082327824 -0.00030653348776646779
leaf_weight=0.0010747155386990016 0.0010074363990410428 0.0015217263158557133 0.0014666939228555028 0.0010474316252313863 0.0016471727038599882 0.0018630210268587941 0.0017533043894236875
leaf_count=278 715 360 433 613 511 557 443
internal_value=0 3.28605e-05 -1.5364e-05 5.16792e-05 0.000116596 0.000308577 -9.26864e-05
internal_weight=0 0.0103741 0.00929935 0.00777762 0.00673019 0.00351019 0.00322
internal_count=3910 3195 2917 2557 1944 1068 876
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=8
num_cat=0
split_feature=151 15 12 160 13 2 4
split_gain=1.62382e-05 3.16205e-05 3.7385e-05 3.76869e-05 6.117e-05 6.12396e-05 5.82838e-05
threshold=-0.086249999999999979 -0.26361999999999991 -0.036459999999999992 -1.0000000180025095e-35 -0.083514999999999992 0.094010000000000024 0.05309500000000001
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=0.011582643350890782 0.014692850391113907 -0.019340524323227245 -0.016754976456038038 0.017717765682028302 -0.0090203465549126265 -0.018420981646196651 0.024200984146449639
leaf_weight=0.0010754968694350235 0.0010780929522833842 0.0012637521685211909 0.0011971240665018014 0.0018473955553488476 0.0010970094852111726 0.0017235352014922686 0.0010183086008960132
leaf_count=351 287 269 895 537 923 562 86
internal_value=0 -0.00140137 -0.00353109 -0.00062856 0.00276653 -0.00442855 0.00697232
internal_weight=0 0.00922522 0.00814713 0.00688337 0.00568625 0.00383885 0.00211532
internal_count=3910 3559 3272 3003 2108 1571 1009
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 2 42 150
split_gain=3.9369e-05 5.45784e-05 5.42872e-05 5.0435e-05 8.18624e-05 5.01634e-05 6.87537e-05 5.35835e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.113945 0.085330000000000003 0.085285000000000014
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=-0.00037062671307893931 0.000364777204991948 -0.00036785014196765489 0.00058413183740716531 0.00048909182358815328 -0.00045560669028220022 -0.0002469492021817241 -0.00014753831808887296 3.3319649781988053e-05
leaf_weight=0.0016193501462001521 0.0010147289679123339 0.0011927511073362464 0.001880036931423597 0.0010143644755337099 0.0011511240761885927 0.0011339769052205817 0.0013626786225488163 0.0010629216814685774
leaf_count=927 424 869 426 153 142 265 606 98
internal_value=0 -3.98137e-05 2.10764e-05 8.2074e-05 1.94309e-05 0.000119958 0.00021659 0.000385193
internal_weight=0 0.0104172 0.00879785 0.0076051 0.00659074 0.00543961 0.00430564 0.00294296
internal_count=3910 3486 2559 1690 1537 1395 1130 524
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=8
num_cat=0
split_feature=52 12 160 49 2 2 16
split_gain=1.82452e-05 3.88251e-05 3.75896e-05 6.19978e-05 3.66098e-05 4.47863e-05 3.56357e-05
threshold=-0.048794999999999991 0.10058500000000002 -0.0098349999999999983 -0.047894999999999993 0.083585000000000007 0.10113500000000002 -0.50388999999999984
decision_type=2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.021971464348715997 -0.013499116206159061 -0.018359560756382325 0.016345098940620792 -0.015190784654404177 0.018703729904652855 0.011545044316613368 -0.012776725488382781
leaf_weight=0.00101991233650159 0.0013642580407579423 0.0013356924889711382 0.0011472010977452351 0.0013653352982024797 0.001564011419186045 0.0010158372315018328 0.0014802104912524086
leaf_count=278 701 379 229 683 1193 165 282
internal_value=0 -0.00308735 0.00578057 -0.000791789 0.000673304 0.00543551 -0.00287829
internal_weight=0 0.00676001 0.00353245 0.00251254 0.00542432 0.00406006 0.00249605
internal_count=3910 2720 1190 912 2341 1640 447
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=9
num_cat=0
split_feature=11 16 3 1 15 51 16 0
split_gain=1.62278e-05 2.9224e-05 5.33506e-05 4.82684e-05 4.26895e-05 3.78668e-05 2.73998e-05 1.98033e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.12008499999999998 0.094485000000000013 -0.0071449999999999994 -0.07742499999999998 -0.071799999999999989 -0.052874999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -6
right_child=-2 2 3 5 7 6 -8 -9
leaf_value=-0.01163727113934131 -0.011575612629772004 0.024975957464471697 -0.022549332718164481 -0.0069831910415742316 0.010728779136322246 0.0055497828885236501 0.027149999920011648 -0.0090269877441146555
leaf_weight=0.0014610376036520989 0.0010898693506387119 0.0010296733740834995 0.0012617780555898663 0.0010416852816968261 0.0010171977236023578 0.0012234627076647977 0.0011293445195799108 0.0010124097690237181
leaf_count=394 279 117 1033 163 1215 232 353 124
internal_value=0 0.00133099 0.0037867 0.000523401 -0.00810539 0.0088901 0.0159179 0.000874198
internal_weight=0 0.00917659 0.00771555 0.00668588 0.00329139 0.00339449 0.00235281 0.00202961
internal_count=3910 3631 3237 3120 2372 748 585 1339
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=8
num_cat=0
split_feature=15 1 15 1 15 150 133
split_gain=1.58686e-05 3.54469e-05 5.68007e-05 5.14945e-05 7.61379e-05 5.001e-05 3.21562e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.082085000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0012505900620155522 -0.010513984766404041 -0.0019801150172696568 0.022500017616324863 0.0043799440837650793 -0.029704619990414821 0.027035357734749767 -0.022290493923044136
leaf_weight=0.0013209843574953492 0.0012662612929985441 0.0013373123608939651 0.0014741049893368802 0.0016517502756349476 0.0010864353837704765 0.0010687283011943261 0.0010347726334020502
leaf_count=404 1436 293 376 348 207 186 660
internal_value=0 0.00144434 0.00519394 0.000234796 -0.00914386 0.0109081 -0.00908989
internal_weight=0 0.00897409 0.00661833 0.00514423 0.00273819 0.00240604 0.00235576
internal_count=3910 2474 1410 1034 555 479 1064
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=8
num_cat=0
split_feature=1 42 160 49 43 52 0
split_gain=1.75289e-05 3.4289e-05 3.98579e-05 6.70098e-05 3.97469e-05 3.73755e-05 3.9352e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.0019649999999999997 -0.07526999999999999 0.083750000000000005 -0.12329499999999999
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=-0.021966091491663391 0.0097243357486981197 -0.018403667360202151 0.015708317938825066 0.01722124506980157 0.019122802209150334 -0.017507574855585829 -0.007707553082173484
leaf_weight=0.0014170859684542736 0.0015603712920275988 0.0010863934229456773 0.0014179025668563366 0.0013643841710354728 0.0010135330829794996 0.0011637535234527694 0.0011867207482571724
leaf_count=471 331 706 412 712 98 556 624
internal_value=0 -0.00179101 0.00059521 -0.00289173 0.0028248 -0.00301415 0.00465168
internal_weight=0 0.00864977 0.00756338 0.00614548 0.00472839 0.00336401 0.00220025
internal_count=3910 3579 2873 2461 1990 1278 722
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=8
num_cat=0
split_feature=376 43 3 457 1 16 2
split_gain=1.71858e-05 3.80472e-05 7.08455e-05 4.59664e-05 3.37791e-05 4.52894e-05 3.08128e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.078669999999999976 0.041935000000000007 0.095575000000000007 -0.27337499999999998 0.092175000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.0042654458676046397 0.011710801925760302 -0.032189445876075716 0.027843683294588518 0.011498184716192343 -0.017755857794559717 0.0078836177790687009 -0.0080840861156407495
leaf_weight=0.0018071196322700068 0.0011110078989949286 0.0010261196798801607 0.0011087609177911453 0.0012156195377731353 0.0011995764772388413 0.0016184152058279912 0.0010973857690141178
leaf_count=1060 206 1038 357 174 167 427 481
internal_value=0 -0.00146599 0.00794402 -0.00592237 -0.0102079 -0.00303072 -0.0197323
internal_weight=0 0.009073 0.00291588 0.00615712 0.0049415 0.00281799 0.00212351
internal_count=3910 3704 1417 2287 2113 594 1519
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=9
num_cat=0
split_feature=50 15 15 159 2 457 0 0
split_gain=4.56723e-05 6.43265e-05 7.43202e-05 5.47784e-05 8.06261e-05 7.72969e-05 4.92207e-05 4.4798e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.082325000000000023 0.10113500000000002 0.084485000000000018 -0.070894999999999986 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00050839752616291083 -0.00040160039256287333 -0.00050655674566220193 0.00017071864723239492 -0.00037384730554610145 7.6312747676630647e-05 -0.00019575460693656841 0.00062001447636479299 -0.00045655455047885132
leaf_weight=0.001001051067165055 0.0010062780333095168 0.0010483186288041636 0.0019404909953152543 0.0010397151041122588 0.0012367710142131114 0.0011371517418775137 0.0018135531904689018 0.0011903921868493283
leaf_count=264 715 286 1311 414 192 135 215 378
internal_value=0 3.586e-05 -1.44285e-05 4.72971e-05 0.000107129 0.000252107 0.00038777 -0.00018503
internal_weight=0 0.0104074 0.00940639 0.00835807 0.00731836 0.0048912 0.00375404 0.00242716
internal_count=3910 3195 2931 2645 2231 1661 1526 570
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=9
num_cat=0
split_feature=1 42 15 12 43 52 3 3
split_gain=4.72155e-05 5.28708e-05 6.22389e-05 9.04318e-05 7.94893e-05 7.80667e-05 6.08062e-05 3.67653e-05
threshold=0.13662500000000002 -1.0000000180025095e-35 -0.095799999999999982 0.051320000000000005 -0.083899999999999988 -0.094124999999999986 0.094625000000000015 -0.077689999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=-0.00044331126794292636 0.00039794114493207775 1.3984503904932639e-05 0.00051442913803720596 -0.00070030288912532131 -0.00047243273697997716 0.00014342288787582181 0.00038574509652783477 -0.000363375274283031
leaf_weight=0.0011499294747514969 0.0010073593380693141 0.0019862327006743685 0.001448360279827433 0.0010373547462006463 0.0010861687761314562 0.0011516190963092605 0.0018156280198684807 0.0010540414414333885
leaf_count=1028 225 272 433 227 386 732 148 459
internal_value=0 -4.6042e-05 1.64692e-06 -0.000231078 0.000108981 -5.9944e-06 0.000119993 -9.87659e-05
internal_weight=0 0.0107293 0.00957941 0.00302359 0.00655582 0.00510746 0.00402129 0.00220566
internal_count=3910 3685 2657 499 2158 1725 1339 1191
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=8
num_cat=0
split_feature=147 15 16 2 0 1 52
split_gain=1.50394e-05 2.99945e-05 6.59128e-05 4.51574e-05 7.34528e-05 3.91753e-05 4.81663e-05
threshold=1.0000000180025095e-35 -0.24219999999999997 -0.38486499999999996 0.10946500000000002 -0.029849999999999998 0.086560000000000012 -0.069134999999999988
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=0.0148346215280514 0.010662098573491145 -0.026654433514457145 0.016703153155829233 0.01703092591486274 -0.021359634049682708 -0.020115561750714828 0.0077043769836968997
leaf_weight=0.0010093337707833489 0.0011641568636139412 0.001062653413464263 0.0014535995495582247 0.0012826736206982816 0.001670982348906086 0.0010643102847813397 0.0014986896481115424
leaf_count=304 234 241 1675 418 241 241 556
internal_value=0 -0.00141346 -0.00345503 8.18499e-05 -0.00374054 0.00358935 -0.00384812
internal_weight=0 0.00904224 0.00803291 0.00697026 0.00568758 0.0040166 0.002563
internal_count=3910 3676 3372 3131 2713 2472 797
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=9
num_cat=0
split_feature=48 4 15 3 47 12 3 3
split_gain=4.26389e-05 7.26677e-05 6.51091e-05 4.80964e-05 7.06706e-05 5.46818e-05 5.07948e-05 2.00211e-05
threshold=0.11930500000000001 0.28937500000000005 -0.10981499999999998 0.11476000000000001 0.085165000000000018 0.084100000000000022 -0.016619999999999996 -0.10628499999999998
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=-0.00051071252451475549 -0.00038714959992116026 0.00038766722044130964 0.00034417308830613028 0.0003908335189101967 0.00032769656386688031 -0.00020958386201308689 -0.00017905642964120499 -0.00059560947913124714
leaf_weight=0.0010028335935025941 0.0010137103098925874 0.0018438309581320185 0.0011239613340930841 0.0011472141510222621 0.0015194267399708632 0.0010455691457487758 0.0019525425371167099 0.0010209350035541348
leaf_count=293 161 388 315 108 236 255 317 1837
internal_value=0 3.36817e-05 -4.03825e-05 2.00124e-05 -4.38398e-05 -0.000153605 1.20988e-05 -0.000400296
internal_weight=0 0.0106563 0.00881248 0.00780965 0.00666243 0.00514301 0.0030765 0.0020665
internal_count=3910 3749 3361 3068 2960 2724 632 2092
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=10
num_cat=0
split_feature=484 12 13 49 2 1 3 4 4
split_gain=0.000118683 3.82419e-05 4.84846e-05 5.02706e-05 6.8804e-05 0.000139691 0.000120533 0.000119356 3.31435e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 0.10924000000000002 -0.085174999999999987 0.10679500000000001 0.11198000000000001 0.090325000000000003 -0.0021099999999999995 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00065151463708525256 -0.00035166860678312149 -0.0002969531952133839 0.00042168008537005007 0.00012969772407229676 -0.0007175789325588502 0.00023193328126192939 0.00080086579016640854 -0.00032279850602782355 0.00062824000881574183
leaf_weight=0.001007922138183401 0.0011299790119174398 0.0010895477756283954 0.0014470821287945043 0.0010228919671767011 0.0010451313902063929 0.0013852768466892579 0.0010931172498129709 0.0017023073815439996 0.0010278743658675151
leaf_count=627 196 154 213 403 299 263 151 487 1117
internal_value=0 5.16272e-05 9.01707e-05 3.31057e-05 9.28571e-05 -0.000176379 0.000227881 6.09943e-05 0.000379574
internal_weight=0 0.0109432 0.00985366 0.00840658 0.0072766 0.00243041 0.00484619 0.00375307 0.00205077
internal_count=3910 3283 3129 2916 2720 562 2158 2007 1520
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=4.94495e-05 6.82838e-05 5.57397e-05 4.67871e-05 8.65451e-05 7.94949e-05 9.07331e-05 6.32753e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.0005151470916553699 -0.0004112830398585787 -0.000439456206406911 -0.00054250608499066219 0.00035339097311430743 -0.00051494083947530944 8.554839295716615e-06 0.00023302647510635685 0.0005382183380457506
leaf_weight=0.0010324160550564806 0.0010435520046834434 0.0010607591092856592 0.001350056804359295 0.0014852856908135568 0.0011762638764170113 0.0018533739395499779 0.0010168401833539065 0.0016295980870339706
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.60543e-05 -1.56187e-05 3.72032e-05 -2.96372e-05 6.79454e-05 -0.00020933 0.000256372
internal_weight=0 0.0106046 0.00957218 0.00851142 0.00702613 0.00584987 0.0023669 0.00348297
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=9
num_cat=0
split_feature=50 160 12 156 52 2 15 3
split_gain=3.88767e-05 5.42075e-05 4.62524e-05 6.61236e-05 5.27734e-05 9.22941e-05 7.91412e-05 4.89474e-05
threshold=0.086465000000000014 0.090735000000000024 -0.036459999999999992 0.082605000000000026 0.10701500000000001 0.10113500000000002 -0.095799999999999982 -0.078669999999999976
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=-0.00025555187449644956 -0.00037390843902230841 -0.00040217708503012957 -0.00011439209293827012 -0.00031909166026697372 0.00060248302705446437 -0.00024666818125155886 0.00018631984476746825 0.00071276245842914125
leaf_weight=0.0013749210750473593 0.0010092084378178533 0.0010091969764207875 0.0012528791102991181 0.0010699770282444612 0.0010816048959574835 0.0017402345234738973 0.0012169421254621287 0.0015361836634133531
leaf_count=410 715 325 213 450 379 390 847 181
internal_value=0 2.93799e-05 7.63484e-05 0.000134128 0.000205152 0.000130363 0.000294147 0.000480063
internal_weight=0 0.0102819 0.00927274 0.00789782 0.00682784 0.00574624 0.004006 0.00275313
internal_count=3910 3195 2870 2460 2010 1631 1241 1028
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=11
num_cat=0
split_feature=41 160 151 49 160 47 52 4 12 4
split_gain=6.18956e-05 6.36427e-05 7.78583e-05 8.95659e-05 6.3089e-05 6.1018e-05 6.56374e-05 0.000179426 4.55067e-05 5.86357e-06
threshold=0.075585000000000013 0.091575000000000017 -0.086249999999999979 -0.006494999999999999 -0.07353999999999998 0.10783500000000001 0.071660000000000015 0.05309500000000001 0.084645000000000012 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 7 -6 -4 -8
right_child=-2 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=0.00061133254925435426 -0.00045797700123666532 -0.00040606685154551429 -0.00052184351040281986 0.00051758040261904467 -0.00089998739718316937 0.00045838225442443504 0.00029752978981344077 0.00025023583823778563 2.5279166515217494e-05 8.6935241207055326e-05
leaf_weight=0.0010008601813154697 0.0010336742698366938 0.0010918061198149269 0.0013808634836203731 0.0014256761004441338 0.0010028635630207942 0.001119285301909829 0.001023370999457067 0.0010861027996707925 0.0010134240665346675 0.0010099523140833511
leaf_count=292 221 355 264 637 798 125 34 275 195 714
internal_value=0 4.3571e-05 9.23583e-05 3.50368e-05 0.000151856 5.23815e-05 -5.78559e-05 -0.000301959 -0.000290264 0.000192927
internal_weight=0 0.0111542 0.0100624 0.00906154 0.00666725 0.00524157 0.00412229 0.00208897 0.00239429 0.00203332
internal_count=3910 3689 3334 3042 2583 1946 1821 1073 459 748
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=1.63451e-05 3.39256e-05 5.90759e-05 6.46249e-05 6.03922e-05 4.9984e-05 0.000109318
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.11230000000000001
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=0.019713900803310189 0.011347291307534518 -0.017417461257433684 -0.018604791956329265 -0.02349574641847519 0.019828687508431642 0.022829514633665834 -0.01949649077087906
leaf_weight=0.0013783174354633568 0.0011219204681256921 0.0011608348447992951 0.001541565815528936 0.0012526824398672639 0.0013726085053784153 0.0013957779032426326 0.0010842007871815478
leaf_count=320 206 401 913 337 1374 206 153
internal_value=0 -0.00143873 0.000872586 -0.00303443 0.00171729 -0.00446438 0.00432537
internal_weight=0 0.00918599 0.00802515 0.00664684 0.00539415 0.00402154 0.00247998
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=10
num_cat=0
split_feature=484 4 4 1 2 3 0 0 15
split_gain=0.000127281 8.95812e-05 8.01529e-05 8.9707e-05 6.11826e-05 0.000155869 6.16919e-05 5.39186e-05 3.74588e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.15534499999999998 0.083370000000000014 0.087995000000000004 0.088060000000000013 -0.066689999999999985 -0.085604999999999987 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 6 -6 -5 -4 -7
right_child=1 2 3 4 5 8 -8 -9 -10
leaf_value=-0.00067185946639721709 -0.00050566096036477198 0.00051804019391727286 -0.00064414378637227363 -0.0002964098637481202 0.00092050849451349981 -0.00019715342505943436 0.00025039848189178292 -3.75260870520414e-06 0.00031089033677682038
leaf_weight=0.0010176507177206478 0.0010060839096833413 0.0015509486823608231 0.0010221780593432771 0.0017584571066065137 0.0011358783569460395 0.0012481405172589414 0.0014452221489124075 0.0010000007875613321 0.0010090651957140673
leaf_count=627 151 168 671 636 304 123 185 920 125
internal_value=0 5.24707e-05 0.000107685 3.38434e-05 0.000144598 0.000328085 -4.97374e-05 -0.00032746 2.99633e-05
internal_weight=0 0.011176 0.0101699 0.00861894 0.00659676 0.00339308 0.00320368 0.00202218 0.00225721
internal_count=3910 3283 3132 2964 1373 552 821 1591 248
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=10
num_cat=0
split_feature=484 15 11 4 3 1 47 2 150
split_gain=0.000135163 4.2967e-05 6.07142e-05 8.06161e-05 5.63873e-05 8.99143e-05 4.98768e-05 8.54371e-05 3.56034e-05
threshold=-1.0000000180025095e-35 -0.26361999999999991 1.0000000180025095e-35 -0.0017649999999999999 -0.115685 0.085990000000000011 0.10783500000000001 0.086915000000000006 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -5 -9
right_child=1 2 -4 6 5 -7 -8 8 -10
leaf_value=-0.00068708539685279828 0.00041451673446314978 0.00064843593905054462 -0.00043985346697633502 -0.00066610985361251695 -0.00016367190633597618 0.00047161872729443858 0.0002480918042136188 -0.00025093566886712833 0.00025714930015623849
leaf_weight=0.0010174226949055476 0.0011733504280954229 0.0010612032895480085 0.0010020997908082351 0.0011680248000290995 0.0018436334297094912 0.0015997667729776689 0.001064551230336155 0.0010993924508854002 0.0010242548981657872
leaf_count=627 278 89 228 200 1214 673 105 372 124
internal_value=0 5.98056e-05 1.76071e-05 6.93428e-05 0.000253263 0.000131477 -0.000120842 -0.000240159 -5.88156e-06
internal_weight=0 0.0110363 0.00986293 0.00886083 0.0045046 0.0034434 0.00435622 0.00329167 0.00212365
internal_count=3910 3283 3005 2777 1976 1887 801 696 496
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=10
num_cat=0
split_feature=484 132 160 13 3 4 12 12 4
split_gain=0.000150188 3.98846e-05 6.18652e-05 9.19613e-05 9.5621e-05 0.000114516 7.67965e-05 6.29421e-05 3.54201e-05
threshold=-1.0000000180025095e-35 0.080815000000000012 -0.082234999999999989 -0.083514999999999992 -0.075679999999999983 -0.0025899999999999994 0.095295000000000019 0.095565000000000011 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 -6 -4 -5 -7
right_child=1 -3 3 4 5 8 -8 -9 -10
leaf_value=-0.00072356732277402132 -0.0004040290184430762 0.00042911970781535092 0.00059957112057274235 -0.00073707443134462527 0.00064871429617005647 -0.00034204800246820702 -6.7286316963152413e-05 -5.1096904525383075e-05 0.00010217788748552814
leaf_weight=0.0010114992797797132 0.0011326377117319422 0.0010508185744964879 0.0019074342229242229 0.0010440688778283018 0.0011323813338917433 0.0012151646107399676 0.0010184609411755634 0.0010134213184120272 0.0015970165273320545
leaf_count=627 563 344 566 782 301 145 76 270 236
internal_value=0 6.56272e-05 2.76608e-05 8.24268e-05 -5.6516e-05 0.000122226 0.000367448 -0.000399195 -8.97755e-05
internal_weight=0 0.0111114 0.0100606 0.00892795 0.00600205 0.00394456 0.0029259 0.00205749 0.00281218
internal_count=3910 3283 2939 2376 1734 682 642 1052 381
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=9
num_cat=0
split_feature=484 39 12 13 151 1 16 2
split_gain=0.000156373 4.74177e-05 9.10615e-05 8.16347e-05 5.4531e-05 6.57474e-05 0.000121825 5.95215e-05
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.043015000000000005 -0.0088999999999999982 0.095575000000000007 -0.055679999999999993 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00073178366392264371 -0.00020156955029447998 -0.00034269512721240094 -0.00044503941229158536 0.00058423383479505955 -0.00038675283864986611 0.00071210991013292014 -0.00013330845839584155 0.00019319843538947767
leaf_weight=0.0010467178782931829 0.0019396847454287948 0.0010177376565780076 0.0010516393293009988 0.0014890917964927031 0.0011014053390211948 0.0017402015946891584 0.0010511569231525832 0.0017798661411427932
leaf_count=627 434 230 120 399 910 260 202 728
internal_value=0 6.08e-05 0.000101246 0.000164368 8.22353e-05 0.000179279 0.000393746 -2.84959e-05
internal_weight=0 0.0111708 0.010153 0.00910141 0.00761231 0.00567263 0.00279136 0.00288127
internal_count=3910 3283 3053 2933 2534 2100 462 1638
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=10
num_cat=0
split_feature=484 3 12 13 151 150 1 3 2
split_gain=0.000138061 4.84989e-05 5.15446e-05 7.35047e-05 5.84014e-05 8.70419e-05 5.71796e-05 8.71983e-05 6.4704e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.11655500000000001 0.11202500000000001 -0.0088999999999999982 0.08486500000000001 0.095575000000000007 0.12046500000000002 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00070475243993337034 0.00041316700305720335 -0.00068922103947990769 -0.0004085589893139681 0.00053653622691266932 -0.00050770952233026895 0.00011002826891004421 0.00053516560012227489 -0.0001653498463570477 0.00010869456935157012
leaf_weight=0.0010190958670856292 0.0012493473125627262 0.0010596755644420022 0.0010455365850685011 0.001059258947337432 0.0010139412942545118 0.0010360692450066267 0.0018712979349583645 0.00107600442806264 0.0018480702059325729
leaf_count=627 225 233 142 160 926 233 408 159 797
internal_value=0 4.89047e-05 3.44044e-06 5.14932e-05 -1.35014e-05 -0.000294098 8.77254e-05 0.000279421 -0.000109682
internal_weight=0 0.0112592 0.0100099 0.00896432 0.00790506 0.00209574 0.00580931 0.0029473 0.00286201
internal_count=3910 3283 3058 2916 2756 466 2290 567 1723
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=11
num_cat=0
split_feature=484 15 42 151 13 15 16 16 0 0
split_gain=0.00013978 7.53124e-05 6.79744e-05 0.000100058 7.87362e-05 7.59193e-05 0.000132336 6.28653e-05 3.75435e-05 1.17083e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.37340499999999993 -0.038029999999999987 -0.072359999999999994 -0.15168999999999996 -0.014809999999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 9 -3 -7 -6
right_child=1 7 -4 4 5 8 -8 -9 -10 -11
leaf_value=-0.00069566711548762138 -0.00024332609292981492 7.2010177134830848e-05 -0.00030455713951606711 -0.00018511978967042801 0.00068014557925891498 0.00095738764123809569 -0.00027254619583604321 -0.00059778401628633965 0.00042985820702828647 0.0003816571324992681
leaf_weight=0.0010380070329306006 0.0015837658025433582 0.001043708637095539 0.0011872437698806386 0.0010471061899763835 0.0010136177898717991 0.0010490726570290705 0.0012896578117705644 0.0011135547814983518 0.001025913070023347 0.0010073635754932458
leaf_count=627 383 102 325 131 118 172 363 1249 178 262
internal_value=0 5.60203e-05 0.00013331 0.000198159 0.000306854 0.000402507 0.000218201 -0.00027373 0.000696567 0.000531363
internal_weight=0 0.011361 0.00920374 0.0080165 0.00643273 0.00538562 0.00331064 0.00215726 0.00207499 0.00202098
internal_count=3910 3283 1932 1607 1224 1093 743 1351 350 380
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=8
num_cat=0
split_feature=160 42 157 15 16 15 4
split_gain=1.74656e-05 2.84909e-05 4.09631e-05 4.79326e-05 6.31324e-05 6.0063e-05 3.21811e-05
threshold=0.090735000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089964999999999976 -0.09601999999999998 -0.021529999999999997 -0.23071499999999998
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=-0.012325714264300607 -0.012609494690511314 -0.013276461747920801 0.0080259171500539402 0.03312124430014135 -0.022961748124561861 -0.0080345356373056846 0.013710472176417866
leaf_weight=0.0013271356252899181 0.0010045213550509595 0.0012372816227836743 0.0017561637271959103 0.0011205111704145308 0.0010509010044627311 0.001058813217268221 0.0019052299187849308
leaf_count=975 376 577 371 362 239 127 883
internal_value=0 0.00125919 0.00347708 0.00648491 -0.00357516 0.0133986 0.00594274
internal_weight=0 0.00945604 0.0081289 0.00689162 0.00280706 0.00408455 0.00296404
internal_count=3910 3534 2559 1982 610 1372 1010
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=10
num_cat=0
split_feature=50 15 160 12 151 16 13 4 12
split_gain=3.22378e-05 5.52141e-05 4.63723e-05 5.25138e-05 6.20944e-05 5.34627e-05 4.82021e-05 5.31233e-05 4.37864e-05
threshold=0.086465000000000014 -0.24219999999999997 0.090735000000000024 -0.036459999999999992 -0.076429999999999984 -0.084184999999999996 -0.083924999999999986 -0.034289999999999994 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.00033106287631701789 -0.00045435117730923666 -0.00045834552963791759 -0.00053657606471456832 0.00038614137066403815 -0.00063942072104898574 0.00040597770262942385 -0.00037828074214367436 0.00019245655085131793 -9.3745861139536596e-05
leaf_weight=0.0010759294000584367 0.0010223980407185395 0.0012597166963012564 0.0010019299897256794 0.0011824266275928339 0.0010324904845675845 0.0010116837832646448 0.0012905300789397183 0.0012195046753319849 0.0012496452414463288
leaf_count=278 715 252 309 311 202 228 824 336 455
internal_value=0 -8.93385e-05 -0.000138249 -8.98504e-05 -2.3406e-05 -0.000106844 4.46487e-05 -0.000100987 -0.000340622
internal_weight=0 0.0103239 0.00924793 0.008246 0.00698628 0.00580385 0.00352172 0.00251003 0.00228214
internal_count=3910 3195 2917 2608 2356 2045 1388 1160 657
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=9
num_cat=0
split_feature=1 123 16 133 48 16 3 1
split_gain=4.47296e-05 9.71776e-05 7.24657e-05 5.00712e-05 5.27153e-05 6.70519e-05 5.68318e-05 5.97393e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.084760000000000016 0.086125000000000021 -0.083564999999999987 -0.075679999999999983 0.094890000000000016
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=-0.00056484366107290886 0.00038900639831365605 0.00050207751818500757 0.00039875418822438559 -0.00043861311641664821 -0.00027606869851059266 -0.00036732517304508726 -0.00017912320892182079 0.00045622472698229058
leaf_weight=0.0011673133173105274 0.0010058331667712897 0.0011252896555727044 0.0019718951137738107 0.0010788844109857736 0.0018247595499465852 0.0013604480376158837 0.0011354771073882246 0.0011404503380981177
leaf_count=136 225 276 633 1038 362 815 264 161
internal_value=0 -4.33016e-05 -0.000106706 -4.3878e-05 1.34167e-05 0.000107606 -5.02741e-05 0.000139245
internal_weight=0 0.0108045 0.00967923 0.00851191 0.00743303 0.00560827 0.00363638 0.00227593
internal_count=3910 3685 3409 3273 2235 1873 1240 425
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=7
num_cat=0
split_feature=11 4 42 3 3 2
split_gain=1.60025e-05 3.27446e-05 4.34773e-05 5.79957e-05 3.58043e-05 7.59987e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.084100000000000022 0.045635000000000002 -1.0000000180025095e-35 0.11230000000000001
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=0.027478641626724726 -0.011471538024427914 -0.015127014676315945 -0.009306906060466932 0.00061905312410605274 0.015796145424874578 -0.015938436052856449
leaf_weight=0.0015382318811435604 0.0011201292952636452 0.0019064025139734742 0.0011364725987659434 0.0016839210821235548 0.0017747141798179463 0.0013129180121990431
leaf_count=1007 279 830 1129 233 221 211
internal_value=0 0.00117651 0.00751015 0.0134416 -0.00435127 0.00230202
internal_weight=0 0.00935266 0.00435863 0.00322215 0.00499403 0.00308763
internal_count=3910 3631 2369 1240 1262 432
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=10
num_cat=0
split_feature=50 15 15 133 49 151 16 52 0
split_gain=4.05486e-05 6.7387e-05 5.89674e-05 4.84955e-05 7.25978e-05 9.10374e-05 0.000110964 8.19522e-05 2.00314e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 -0.085174999999999987 -0.076429999999999984 -0.094359999999999986 -0.08799499999999999 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9
right_child=-2 2 3 -5 5 6 7 8 -10
leaf_value=0.00051120072932890701 -0.00037767202544508263 -0.00045315287255266626 -0.00035490010877374702 -0.00035380802477055621 0.00066488493672995275 -0.0004700301811668739 -0.00014881542309615517 0.00063783864697248237 0.00028064256176075169
leaf_weight=0.001009232585837151 0.0010333025063774251 0.0010795977679248789 0.0011870985692796765 0.0010862724987551987 0.0011788713943578152 0.0011688877101104066 0.0014626582483514405 0.0010773717525232674 0.0013726671039148378
leaf_count=264 715 286 169 623 270 254 402 397 530
internal_value=0 2.92034e-05 -2.13975e-05 3.32231e-05 8.9674e-05 0.000173973 6.00875e-05 0.000218456 0.000437715
internal_weight=0 0.0106227 0.00961343 0.00853383 0.00744755 0.00626046 0.00508158 0.0039127 0.00245004
internal_count=3910 3195 2931 2645 2022 1853 1583 1329 927
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=8
num_cat=0
split_feature=4 42 43 42 0 16 1
split_gain=1.832e-05 2.84701e-05 3.93246e-05 5.97652e-05 5.60725e-05 0.00011808 1.86269e-06
threshold=0.27608500000000008 0.086700000000000013 0.0050750000000000005 -1.0000000180025095e-35 -0.15517999999999996 -0.019979999999999994 0.11377000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -2
right_child=6 -3 -4 4 5 -7 -8
leaf_value=-0.023893291387894602 0.011403792762049279 -0.013280822824209507 0.015578955324256603 -0.012375811632448689 0.03744216445144144 -0.0065256565502835248 0.0053326072030501111
leaf_weight=0.001099675907532187 0.0010181710799053172 0.0018212012816854325 0.001421229991073171 0.0015856411232430018 0.001040337898510715 0.0014794096107079216 0.0010033443784712424
leaf_count=793 136 1261 309 160 332 614 305
internal_value=0 -0.00220727 0.000836243 -0.00318922 0.00235661 0.0116275 0.00839046
internal_weight=0 0.0084475 0.00662629 0.00520506 0.00410539 0.00251975 0.00202152
internal_count=3910 3469 2208 1899 1106 946 441
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=10
num_cat=0
split_feature=1 123 48 12 4 151 16 3 1
split_gain=5.4067e-05 6.50067e-05 6.20984e-05 6.3551e-05 5.3037e-05 6.93063e-05 6.07307e-05 3.04499e-05 8.36817e-06
threshold=0.13662500000000002 1.0000000180025095e-35 0.11379500000000002 0.10852500000000001 0.28937500000000005 -0.051109999999999996 -0.094359999999999986 -0.075679999999999983 0.089825000000000002
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=0.00038470732335532849 0.00042110791898197308 0.00039524823709761867 -0.00056431958059331776 -0.00049642835495563697 0.00042371450285922383 -0.00044525726883782755 -0.00019689790800161503 3.3567270099258049e-05 0.00028592993180495631
leaf_weight=0.0011548191636294317 0.0010210173758354738 0.0011255980276203741 0.0010038258798811756 0.0010720428030142823 0.0010453098237499219 0.0017483943368771515 0.0016797700214520178 0.0010055296942348638 0.0010152075490504871
leaf_count=384 225 276 122 254 145 464 1569 260 211
internal_value=0 -5.08546e-05 -0.000102488 -4.93299e-05 1.33328e-05 -5.1627e-05 -0.000144102 -1.81383e-06 0.000160353
internal_weight=0 0.0108505 0.0097249 0.00872107 0.00764903 0.00660372 0.0054489 0.00370051 0.00202074
internal_count=3910 3685 3409 3287 3033 2888 2504 2040 471
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=8
num_cat=0
split_feature=15 42 43 2 52 0 0
split_gain=1.75993e-05 3.31116e-05 5.67377e-05 4.44682e-05 5.21185e-05 5.08045e-05 2.09071e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 0.091210000000000013 -0.14808999999999997 -0.084794999999999995
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=0.027671700156790824 -0.011064644984344348 -0.022748043016503478 0.0067851185803912487 -0.019290154879691875 0.014992893595279581 0.0068454826587533175 0.0075274497520048242
leaf_weight=0.0010041160633017234 0.0012945965503635441 0.0013164898026801267 0.0012858960858599642 0.0017087079909528249 0.0014786675292527596 0.0013170494053170671 0.001058173332405851
leaf_count=148 1436 679 505 180 173 598 191
internal_value=0 0.00139081 -0.00815506 0.00517383 -0.000394256 -0.00791385 0.0173356
internal_weight=0 0.0091691 0.00260239 0.00656671 0.00450442 0.00302576 0.00206229
internal_count=3910 2474 1184 1290 951 778 339
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=9
num_cat=0
split_feature=1 123 16 47 4 2 16 2
split_gain=5.1041e-05 5.59953e-05 6.7059e-05 4.58699e-05 8.62321e-05 9.78309e-05 8.59086e-05 6.21693e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.09252500000000001 0.0057500000000000008 0.11230000000000001 -0.008069999999999999 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00053413884790955461 0.00041193669372439163 0.00036998030884698602 -0.00046685461240073396 -0.00040869767757578483 0.00057216327152672731 -0.00015834579858830614 -0.00023442924726734896 0.00037262657542578908
leaf_weight=0.0011686192739640998 0.0010255572851297608 0.0011169063235160577 0.0018933760080333054 0.0010912748923581281 0.001777641711532467 0.0011678985080669653 0.0012433360824776014 0.0013559518424008385
leaf_count=136 225 276 1582 312 336 188 553 302
internal_value=0 -4.57647e-05 -9.36451e-05 -3.32932e-05 2.17831e-05 0.000282518 -0.000149164 8.22492e-05
internal_weight=0 0.010815 0.0096981 0.00852948 0.0074382 0.00294554 0.00449266 0.00259929
internal_count=3910 3685 3409 3273 2961 524 2437 855
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=10
num_cat=0
split_feature=50 15 15 133 13 47 1 4 15
split_gain=5.07797e-05 5.76476e-05 8.04394e-05 6.3914e-05 8.03333e-05 9.77588e-05 9.41118e-05 7.84516e-05 3.70792e-07
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 0.11596500000000001 0.08593000000000002 1.0000000180025095e-35 0.0057500000000000008 -0.0058549999999999991
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=0.00047385559696872209 -0.00042567477633496703 -0.00052373754287514114 -0.00027299356933869193 -0.00039403281344716222 0.00053851001180793318 -0.0005033358309139951 3.2959911058125149e-05 0.00065762002996581784 8.6325132729094423e-05
leaf_weight=0.0010129082941518824 0.0010369355182712247 0.0010740788473442417 0.001525785886727556 0.001108999487171118 0.0013754530634213363 0.0011419517170326351 0.001000567038915321 0.0014576506800442345 0.001001755427482944
leaf_count=264 715 286 966 623 136 177 188 164 391
internal_value=0 2.87752e-05 -1.77676e-05 4.53351e-05 0.000110276 1.41522e-05 0.000132679 0.000311573 5.96584e-05
internal_weight=0 0.0106992 0.00968624 0.00861216 0.00750316 0.00612771 0.00498576 0.00345997 0.00200232
internal_count=3910 3195 2931 2645 2022 1886 1709 743 579
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=8
num_cat=0
split_feature=49 12 12 2 1 4 4
split_gain=2.11065e-05 5.78885e-05 3.96122e-05 6.55196e-05 4.54004e-05 7.1325e-05 4.13417e-05
threshold=-0.029304999999999998 0.085185000000000025 0.051320000000000005 0.08400500000000001 0.11198000000000001 -0.0010999999999999996 -0.12499499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=-0.0036019610419535234 0.010381513304266329 0.026355073911493488 -0.027660334428450412 -0.014334371285822343 0.017403530532154911 -0.02374828000528836 0.012642702776292558
leaf_weight=0.0017703333493217857 0.0014154463101711274 0.0010148197970016115 0.0013721830919719369 0.0010696046370705335 0.0015513485654204155 0.0010791480907470152 0.0012114847771783465
leaf_count=370 232 189 816 169 335 179 1620
internal_value=0 0.00731341 -0.00284512 -0.0103936 0.00397077 -0.00438285 -6.86867e-06
internal_weight=0 0.00278515 0.00769922 0.00365327 0.00404594 0.00249459 0.00228109
internal_count=3910 559 3351 2605 746 411 1789
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=8
num_cat=0
split_feature=52 1 4 160 2 0 16
split_gain=1.90941e-05 4.07583e-05 3.83216e-05 3.08957e-05 3.54191e-05 8.45029e-05 5.25996e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.0082299999999999995 -1.0000000180025095e-35 0.11005500000000001 0.012625000000000003 -0.114825
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=-0.016058915392747501 -0.017688179520524372 0.018560907354148688 0.010905216110871209 0.017967184918908169 0.011356606212390222 -0.026460604209728778 -0.010948247652652789
leaf_weight=0.0010982606547384893 0.0012149065537247258 0.001471522801217076 0.001013437603203196 0.001401844187586246 0.0018242476829100659 0.0012863659832206106 0.0011412731194636605
leaf_count=522 924 373 295 267 315 86 1128
internal_value=0 0.00578465 -0.0031184 -0.00322014 -0.000111167 -0.00557406 0.00499082
internal_weight=0 0.00358322 0.0021117 0.00686864 0.00565373 0.00382948 0.00254312
internal_count=3910 1190 817 2720 1796 1481 1395
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=9
num_cat=0
split_feature=11 3 2 2 1 2 4 3
split_gain=4.74354e-05 6.39535e-05 5.01114e-05 5.13724e-05 6.45687e-05 3.9791e-05 6.60676e-05 9.20435e-05
threshold=0.081130000000000022 -0.13927999999999999 0.097940000000000013 0.10679500000000001 0.10937500000000001 0.090905000000000014 -0.029114999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.00046465475868016025 -0.00041311561528498949 0.00033391214115077532 0.00049660085847940782 -0.00035525337449039495 0.00023083249616263831 -0.0004745127826756204 -0.00050122753201517262 0.00016144205296585011
leaf_weight=0.0011559459576175992 0.0010224978522933347 0.0011897154363877767 0.001128236953499135 0.0011687492483033262 0.0018936521669264742 0.0011239131567711671 0.0018080934686720428 0.0014538172944244259
leaf_count=169 230 1135 272 369 343 439 778 175
internal_value=0 2.85388e-05 -2.30809e-05 0.000138928 7.15593e-06 -0.000144849 -6.16176e-05 -0.000205879
internal_weight=0 0.0109221 0.00976618 0.00419064 0.0030624 0.00557554 0.00445163 0.00326191
internal_count=3910 3680 3511 984 712 2527 2088 953
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=10
num_cat=0
split_feature=11 43 2 42 49 160 2 0 1
split_gain=5.99769e-05 5.71501e-05 7.52311e-05 4.23182e-05 3.83146e-05 7.2433e-05 6.60239e-05 6.29052e-05 6.38029e-05
threshold=0.081130000000000022 -0.049504999999999987 0.093815000000000009 0.085195000000000007 0.093425000000000022 -0.026849999999999995 0.11165000000000001 0.012625000000000003 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 -7
right_child=-2 4 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00026245449000621195 -0.00046546063759351992 0.00027667623212078571 0.00057230310385405331 0.00025424501298163091 0.00027770502072670898 0.00013401025032903186 0.00016183722841257292 -0.00078922882376522118 -0.00050286145968596904
leaf_weight=0.0011485260523243224 0.0010126122565249215 0.0012870941554977951 0.0014752842538686018 0.0012982837050134139 0.0010166264776255178 0.0011138454599851533 0.0011312384046910685 0.0010326589788967333 0.0013232601522389091
leaf_count=653 230 327 565 539 248 762 201 70 315
internal_value=0 3.35564e-05 0.000222574 1.17076e-05 -7.38113e-05 -0.000134503 -0.000249528 -0.000383644 -0.000211788
internal_weight=0 0.0108268 0.00392209 0.00244681 0.00690472 0.0058881 0.004601 0.00346976 0.00243711
internal_count=3910 3680 1757 1192 1923 1675 1348 1147 1077
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=5.47991e-05 6.04444e-05 7.44481e-05 5.87059e-05 7.36568e-05 9.11073e-05 0.000104212 7.29644e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.0004853658233083234 -0.00043797529352261166 -0.00050095273168675441 -0.00059762591111489649 0.00039415411164256398 -0.00047693057081737425 -7.9527602518918607e-06 0.00023420616246228387 0.00055677888358350699
leaf_weight=0.0010211158340875598 0.0010489581615152439 0.001082007373238437 0.0013426403649612942 0.0015218000387009316 0.0011826563679866392 0.0018626375363620432 0.0010181098539270295 0.0016666563554272752
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.16478e-05 -1.62309e-05 4.47933e-05 -3.03771e-05 5.9286e-05 -0.000238886 0.000258733
internal_weight=0 0.0106976 0.00967651 0.0085945 0.0070727 0.00589004 0.00236075 0.00352929
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=7
num_cat=0
split_feature=0 1 2 48 15 13
split_gain=1.87816e-05 4.72435e-05 6.88463e-05 6.00256e-05 4.19784e-05 2.90842e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 0.086870000000000017 -0.03231499999999999 0.086705000000000018
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=-0.018867689725630667 0.022454529366841617 -0.016411437850127046 0.021244945529701281 -0.0044855171559845565 -0.0090490862083587986 0.012169875271875755
leaf_weight=0.0015138193232379464 0.0010527251775717386 0.0015523725109042406 0.0018672542914875329 0.0017623895411041824 0.0017093227710762195 0.0010383748412788885
leaf_count=1948 286 729 312 215 284 136
internal_value=0 -0.00332661 0.00121339 0.00875141 0.00547506 -0.00103029
internal_weight=0 0.00669584 0.00518202 0.00362964 0.00380042 0.0027477
internal_count=3910 3204 1256 527 706 420
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=10
num_cat=0
split_feature=50 160 150 124 1 47 4 3 43
split_gain=5.52376e-05 5.05642e-05 3.87746e-05 7.51718e-05 5.70687e-05 5.83796e-05 7.98755e-05 0.000102951 7.34128e-05
threshold=0.086465000000000014 0.091575000000000017 0.10559 -0.018779999999999995 0.12293500000000002 0.09252500000000001 0.05309500000000001 0.086245000000000016 -0.078454999999999983
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=-0.00035645079914716968 -0.00043048379448890181 -0.00036933717705981724 -0.00027617703155087835 0.00016318113751952749 0.00061871643016132578 -0.00027626610956226979 0.00060107508860729106 0.00049061629263935094 -0.00052002296915290645
leaf_weight=0.0010787663996841158 0.0010573853898067113 0.0010485609106190034 0.0010249855777468312 0.0012034705171638418 0.0010599777471365845 0.0011330376329952299 0.0014778575453851289 0.0013829211925093093 0.0012153347214549852
leaf_count=252 715 318 201 489 207 243 274 138 1073
internal_value=0 3.94448e-05 8.42043e-05 0.0001274 0.000197251 0.000127584 0.000214253 6.38829e-05 -0.000180096
internal_weight=0 0.0106249 0.00957635 0.00855137 0.0074726 0.00641262 0.00527958 0.00380173 0.00241881
internal_count=3910 3195 2877 2676 2424 2217 1974 1700 1562
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=8
num_cat=0
split_feature=52 15 147 151 52 13 3
split_gain=1.63431e-05 5.46066e-05 3.2743e-05 6.04746e-05 4.46551e-05 5.21707e-05 3.08883e-05
threshold=-0.081429999999999989 -0.053579999999999996 1.0000000180025095e-35 -0.0088999999999999982 0.11401500000000002 -0.10939499999999998 -0.069909999999999986
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=0.02203485649748043 -0.026726672151169924 -0.0068272283145602158 0.013728430728683044 0.01964386121408189 -0.018234828542182915 -0.014472416063871306 0.0055137401129913095
leaf_weight=0.0012332386280657424 0.001076705988313444 0.0013993446368180148 0.0010837858954049579 0.001403249086632417 0.0011771142053250885 0.0014180781897064035 0.0017006276573185452
leaf_count=464 314 507 165 176 581 1336 367
internal_value=0 0.00669327 -0.00241025 -0.00499164 -0.00088531 0.00363096 -0.00357398
internal_weight=0 0.00263258 0.00785956 0.00677578 0.00569907 0.00452195 0.00311871
internal_count=3910 971 2939 2774 2460 1879 1703
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=9
num_cat=0
split_feature=11 4 3 1 43 3 15 2
split_gain=1.58857e-05 3.22772e-05 3.92852e-05 4.95173e-05 2.87536e-05 6.66679e-05 3.32377e-05 2.79559e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.115685 0.090820000000000012 -0.049504999999999987 0.092005000000000017 -0.10469999999999999 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -3 -6 -7 -4
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.024804305984349601 -0.011398801020928823 0.0070533621878366565 -0.017762906250942147 0.018391092114923933 -0.025974922455950591 -0.010658029064979355 0.014939570024578065 0.0052194545764875592
leaf_weight=0.0010106314347606612 0.0011145765254486099 0.0015518725966946682 0.0011210544016806282 0.0012163404868988882 0.001417971864350589 0.0010031277911473099 0.0010261805415544894 0.0010026569003127243
leaf_count=114 279 554 1416 531 439 153 116 308
internal_value=0 0.0012312 0.00752939 0.00230235 -0.00425001 -0.00933849 0.00228616 -0.00691236
internal_weight=0 0.00934984 0.00435068 0.00334005 0.00499915 0.00344728 0.00202931 0.00212371
internal_count=3910 3631 2369 2255 1262 708 269 1724
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=9
num_cat=0
split_feature=474 160 42 43 3 51 3 1
split_gain=4.06753e-05 6.32867e-05 5.75208e-05 5.6113e-05 6.65068e-05 3.48757e-05 4.57687e-05 5.36735e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.077145000000000005 -0.11266 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=-0.00038878795112253715 0.00036795452048365437 -0.00036288331178552984 3.1378624899868183e-05 0.00020129025519268669 0.0007043956082096463 0.00022965058316299394 -0.00053293712177092379 1.459125391303223e-05
leaf_weight=0.0016692178621884055 0.0010414058332992989 0.00125580502807767 0.0011949719287422736 0.0012202825856839072 0.001069977605575311 0.0015789362400000524 0.0013554499552134152 0.0013986081343476476
leaf_count=927 424 869 264 140 251 215 554 266
internal_value=0 -3.79053e-05 2.66415e-05 8.92091e-05 0.000349316 -1.68779e-05 -0.000114819 -0.000254883
internal_weight=0 0.0107432 0.00907403 0.00781823 0.00226495 0.00555328 0.00397434 0.00275406
internal_count=3910 3486 2559 1690 515 1175 960 820
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=10
num_cat=0
split_feature=484 132 42 43 160 13 3 0 1
split_gain=0.00012447 5.27246e-05 6.42053e-05 7.74891e-05 9.09009e-05 9.60252e-05 6.67097e-05 9.3004e-05 2.64659e-05
threshold=-1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 0.093240000000000017 -0.080184999999999992 -0.083514999999999992 -0.075679999999999983 -0.15517999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00065763434892758576 -0.00041592905505388544 0.00045880236650968742 -0.0003471502079930109 -0.00041738454212125763 0.00034291853312917416 -0.00028684643438263777 -9.5971070296049275e-05 0.00058364456661965096 0.00078308659998457613
leaf_weight=0.001052403342626987 0.0012328864897861161 0.0010825524612985598 0.0012883857344790388 0.001138775446154503 0.0010248534563634302 0.0014417708072375184 0.0016470840825451825 0.0014607536285624967 0.0010771751798764038
leaf_count=627 799 344 490 148 331 487 123 354 207
internal_value=0 4.71465e-05 3.92956e-06 6.09457e-05 0.000129549 0.000221883 6.17463e-05 0.000223464 0.000568481
internal_weight=0 0.0113942 0.0103117 0.0090788 0.00794002 0.00665164 0.00454961 0.00310784 0.00210203
internal_count=3910 3283 2939 2140 1992 1502 964 477 538
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=8
num_cat=0
split_feature=15 160 151 49 1 16 52
split_gain=1.58646e-05 3.09455e-05 3.88394e-05 4.31217e-05 6.0583e-05 6.75521e-05 6.06137e-05
threshold=0.079360000000000014 -0.07353999999999998 -0.076429999999999984 -0.0019649999999999997 0.095575000000000007 -0.055679999999999993 0.091715000000000005
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=0.0132219676809583 -0.010463484928387308 0.01373103895143965 -0.020284512951632735 -0.027237075708174532 0.02494539815353293 -0.008914103023110926 0.005825395874125657
leaf_weight=0.0017718268660345312 0.0012977376868657303 0.0013681461744976236 0.0014039535815898842 0.0012155776782247891 0.0013990712458856144 0.0010179180151289415 0.0010195982884658055
leaf_count=737 1436 380 212 584 239 248 74
internal_value=0 0.00134752 -0.00148636 -0.00492414 -0.000288608 0.0106854 -0.0121553
internal_weight=0 0.00919609 0.00742426 0.00605612 0.00465217 0.00241699 0.00223518
internal_count=3910 2474 1737 1357 1145 487 658
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=4.01664e-05 6.40599e-05 7.59395e-05 5.32761e-05 8.54818e-05 8.61368e-05 7.89198e-05 5.29082e-05 0.000174707
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0039000000000000003 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.00050212143236353453 -0.00037391678382954854 -0.0005082691197783037 -0.00053605875129411585 0.00037790513315927651 -0.00050983711837227776 -5.6045638790800186e-05 0.00019235801965655181 -8.8772155664707805e-05 0.0010084747741493949
leaf_weight=0.0010079508195874548 0.0010287658413161106 0.0010762879068507173 0.0013280651284130599 0.0015149295862987543 0.0011761110337706561 0.0013024517051422949 0.0010042978762474508 0.0011153624056611327 0.0010877775320593018
leaf_count=264 715 286 1421 184 201 176 47 455 161
internal_value=0 3.18654e-05 -1.7482e-05 4.44513e-05 -2.75696e-05 6.95878e-05 -0.000222408 0.00026386 0.000428411
internal_weight=0 0.0106132 0.00960528 0.008529 0.00701407 0.00583795 0.00233236 0.00350559 0.00239023
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=8
num_cat=0
split_feature=47 43 52 151 43 15 52
split_gain=1.72179e-05 4.0663e-05 4.89431e-05 3.90647e-05 7.09016e-05 3.57808e-05 7.84997e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 -0.084129999999999996 -0.07526999999999999 -0.095799999999999982 -0.080899999999999986
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=0.019240112517886199 -0.011925240428521687 -0.014763359344218453 -0.014815378638010019 0.028718523131975357 -0.011315256094634352 -0.013625199709782314 0.022156748067575796
leaf_weight=0.0011118294693546098 0.0011026054062598786 0.0010155168995392653 0.0019855176560347127 0.0011411946798441808 0.0015718156443590499 0.0010211383434515712 0.0015343949548584487
leaf_count=248 179 329 1139 662 301 361 691
internal_value=0 0.00128499 -0.00112904 0.0031953 0.00665685 0.000556893 0.00785902
internal_weight=0 0.00938141 0.00826958 0.00628406 0.00526854 0.00412735 0.00255553
internal_count=3910 3731 3483 2344 2015 1353 1052
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=10
num_cat=0
split_feature=50 160 49 3 3 15 4 15 4
split_gain=4.4865e-05 5.44766e-05 4.51599e-05 6.76863e-05 6.68367e-05 5.47184e-05 6.58964e-05 3.73388e-05 2.48424e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.029304999999999998 -0.13309499999999996 -0.0045049999999999995 -0.017214999999999998 -0.08422499999999998 -0.106555 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 7 -7 -5 -1
right_child=-2 2 3 5 -6 6 -8 -9 -10
leaf_value=0.00010052703664108709 -0.0004007927901922927 0.00050441850322756061 -0.00052813809946610879 2.4410308446955377e-05 -0.00011553272667972936 -0.00012448096865433391 0.00056741922389527363 -0.00047299974938517798 0.00053670437071331979
leaf_weight=0.0010000339439293678 0.0010243193003270914 0.0012391195374152728 0.0013171090947964479 0.0011344013389812785 0.001452093721266571 0.0011092467129489789 0.0010120748240350151 0.0011876893846360726 0.0010081069943669854
leaf_count=431 715 223 216 342 173 358 630 449 373
internal_value=0 2.91921e-05 -3.97836e-05 -0.00013775 0.000169912 -2.20315e-05 0.000205622 -0.000230002 0.000319492
internal_weight=0 0.0104599 0.00845173 0.00576052 0.00269121 0.00444341 0.00212132 0.00232209 0.00200814
internal_count=3910 3195 2391 1995 396 1779 988 791 804
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=8
num_cat=0
split_feature=15 42 43 2 52 15 0
split_gain=1.67202e-05 3.39711e-05 5.10888e-05 4.93333e-05 4.85265e-05 4.53666e-05 2.1157e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 0.091210000000000013 -0.095799999999999982 -0.084794999999999995
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=0.028463417714424913 -0.01072809565384893 -0.022150045197590625 0.0058849019270017511 -0.024115298996260724 0.014214129151147401 0.0013379825342530087 0.0081785540702146286
leaf_weight=0.0010028087995575348 0.0012966918411443243 0.0013131055781008536 0.0012872299677217814 0.0010966674238143113 0.0014819854597925095 0.0019371517755034325 0.0010552249898457605
leaf_count=148 1436 679 505 279 173 499 191
internal_value=0 0.00140329 -0.00827206 0.00523045 -0.000617709 -0.00786289 0.0180627
internal_weight=0 0.00917417 0.00260034 0.00657384 0.0045158 0.00303382 0.00205803
internal_count=3910 2474 1184 1290 951 778 339
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=9
num_cat=0
split_feature=41 157 49 13 3 3 4 43
split_gain=4.37946e-05 5.21261e-05 5.79233e-05 5.53121e-05 0.000111475 7.38237e-05 7.25382e-05 4.50857e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 0.093425000000000022 -0.0041499999999999983 0.11265500000000002 -0.13309499999999996 0.0057500000000000008 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.00042583004301615962 -0.00039614095709134819 0.0003332088454641589 0.00038987853841674497 -0.00051130157528234284 -0.00078741913458283287 -0.00024160863198823267 0.00038340083248880841 -0.00010774339759995673
leaf_weight=0.001149894132703908 0.0010080679828032299 0.0017879994198303595 0.0011871712002423556 0.0010172192776754067 0.0010118025504475825 0.0012948394033986438 0.0015913223244583617 0.0017779768496053922
leaf_count=498 224 790 439 166 82 507 134 1070
internal_value=0 3.11674e-05 -1.57715e-05 -7.25534e-05 -0.000207428 -5.70879e-05 0.000102998 0.000113352
internal_weight=0 0.0108182 0.00966833 0.00848116 0.00491518 0.00390338 0.00288616 0.00356598
internal_count=3910 3686 3188 2749 889 807 641 1860
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=5.26953e-05 7.1738e-05 5.86414e-05 6.05182e-05 7.72166e-05 9.86083e-05 8.2398e-05 6.45398e-05 0.000178649
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.00052674479475258828 -0.00042892370356813995 -0.00045025442209625847 -0.00057415379308737398 0.00039239213567238943 -0.00049687103578203572 -4.9629243627538942e-05 0.00016676623442953107 -0.00012926729663822049 0.0010294810838533449
leaf_weight=0.0010262006321535592 0.0010378201636619391 0.0010749697576262979 0.0013514472856793842 0.0015060594552747811 0.0011860645945325496 0.0012904698966721539 0.0010071269870461919 0.0011088471398817881 0.0010863808510594127
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 3.39573e-05 -1.86574e-05 3.56927e-05 -4.07205e-05 5.18528e-05 -0.000257776 0.000261361 0.000443597
internal_weight=0 0.0106376 0.00961137 0.0085364 0.00703034 0.00584427 0.00235857 0.0034857 0.00237685
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=8
num_cat=0
split_feature=49 12 42 15 16 13 4
split_gain=1.72953e-05 5.19004e-05 3.42086e-05 3.28142e-05 5.74586e-05 0.000121516 4.68012e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.038029999999999987 -0.013279999999999998 -0.028919999999999998 0.25367000000000006
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=-0.0037274495363803749 -0.021674403221415148 0.024613622111565772 -0.018482953793830591 -0.01244034258555163 -0.011513874642642591 0.033486512346179484 0.0035473493392279652
leaf_weight=0.0017629215050050857 0.0013075734399081887 0.0010200226864767081 0.0011453927733987949 0.001088668519850405 0.0010141798652634568 0.001469593528061728 0.0016822117290326562
leaf_count=370 745 189 756 950 277 326 297
internal_value=0 0.0066603 -0.0025368 0.000246491 0.00671558 0.0151119 -0.00748331
internal_weight=0 0.00278294 0.00770762 0.00656223 0.00357244 0.00248377 0.00298979
internal_count=3910 559 3351 2595 1553 603 1042
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=9
num_cat=0
split_feature=4 151 16 2 0 1 1 13
split_gain=1.64351e-05 2.56384e-05 5.90463e-05 3.11693e-05 3.99995e-05 5.00044e-05 1.80427e-06 4.09295e-07
threshold=0.27608500000000008 -0.024429999999999997 -0.095609999999999987 0.106285 -0.032484999999999993 0.088495000000000018 0.11377000000000002 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -2 -3
right_child=6 2 3 -5 -6 -7 -8 -9
leaf_value=0.0090818819018673048 0.010976128987642692 -0.020523710337410846 0.020696320481093117 0.014813009701564168 -0.016894326482331253 -0.0099745567685650734 0.0050006904504333758 -0.017673767513272699
leaf_weight=0.0016671353691450654 0.0010190733129106235 0.0010117466983681207 0.0010409585659062869 0.0012587056941786891 0.0013659801742748464 0.001086265259867325 0.0010023297387006496 0.0010039764624249418
leaf_count=556 136 351 1296 410 193 488 305 175
internal_value=0 -0.00202628 -0.00476266 0.00132092 -0.00354068 0.00503426 0.00801316 -0.0191042
internal_weight=0 0.00843477 0.00676763 0.00475191 0.0034932 0.00212722 0.0020214 0.00201572
internal_count=3910 3469 2913 2387 1977 1784 441 526
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=9
num_cat=0
split_feature=11 4 3 1 2 1 0 0
split_gain=1.59767e-05 2.62656e-05 3.43506e-05 4.19976e-05 2.67458e-05 2.60526e-05 6.56867e-05 2.2855e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.115685 0.090820000000000012 0.095545000000000005 0.11235500000000002 -0.17106499999999999 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 -7
right_child=-2 5 3 -5 -6 7 -8 -9
leaf_value=0.023207417664712439 -0.011395463405674558 0.0091783630591748735 -0.017077861384104439 0.016896217226971929 0.0054315592931753632 0.014128543482021064 -0.022483003515119115 -0.0061425092565713848
leaf_weight=0.0010016036879430925 0.0011140517361283809 0.0010721101640709526 0.0011146920046045956 0.0012165248852153447 0.0010027085605099604 0.0011550762152345607 0.0016853255841543589 0.0010727501080358805
leaf_count=114 279 120 1424 531 300 155 706 281
internal_value=0 0.00127545 0.00696778 0.00208894 -0.00641838 -0.00367499 -0.0101728 0.00436756
internal_weight=0 0.00932079 0.00433553 0.00333393 0.0021174 0.00498526 0.00275744 0.00222783
internal_count=3910 3631 2369 2255 1724 1262 826 436
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=11
num_cat=0
split_feature=484 41 150 3 49 2 15 2 52 1
split_gain=0.000133376 5.90385e-05 7.4374e-05 8.83808e-05 5.93363e-05 7.8237e-05 9.68576e-05 8.30645e-05 6.96284e-05 2.91236e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11398500000000002 -0.12008499999999998 -0.084934999999999997 0.10393500000000001 -0.10312999999999999 0.093815000000000009 -0.076599999999999988 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11
leaf_value=-0.00067823553467069738 0.00060477773571136274 -0.00039600242129078986 -0.00039808208497356384 -0.00033783743694816966 0.00051688351000314951 0.00026224589789217894 -0.00054784186809180371 0.00079236475322229838 -0.00026781945390994238 0.00018585669886572308
leaf_weight=0.0010414859101797397 0.0014217859422689374 0.0010164814828927836 0.001039955469069583 0.0011506526308465966 0.0012667722205650937 0.0011090070109831397 0.001162039617372971 0.0010006776818471314 0.001190748918778793 0.0010016354665169141
leaf_count=627 229 191 142 188 313 218 325 285 1149 243
internal_value=0 5.49099e-05 9.92231e-05 0.000154814 7.36424e-05 0.000143985 -0.000152256 0.000294838 0.000150912 -6.05483e-05
internal_weight=0 0.0113598 0.0103433 0.00930332 0.00788153 0.00673088 0.00227105 0.00445983 0.00345916 0.00219238
internal_count=3910 3283 3092 2950 2721 2533 543 1990 1705 1392
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 12 52 0
split_gain=5.33665e-05 7.96381e-05 4.048e-05 9.8058e-05 5.60078e-05 5.31916e-05 3.17331e-05 2.81652e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 0.085165000000000018 0.084100000000000022 -0.066329999999999986 -0.060094999999999989
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=-0.00036258238533468605 -0.00043062760824783182 0.00040855468865016174 -0.0002640841688831388 0.00053417971711819791 0.00022600437691270352 -0.0006412953054536184 0.00018886333081333896 -0.0001920399583344254
leaf_weight=0.0012838809379739661 0.0010296813048880837 0.0018329332026606983 0.0010098263495387681 0.0011750929886852925 0.0016569919279339086 0.0010885994307978132 0.0014464805635592555 0.0010579210234745572
leaf_count=264 161 388 190 109 349 1911 294 244
internal_value=0 3.70338e-05 -4.10703e-05 1.44493e-05 -8.31144e-05 -0.000194395 2.6495e-06 -0.000419878
internal_weight=0 0.0105517 0.00871879 0.00743491 0.00625982 0.00460283 0.00245631 0.00214652
internal_count=3910 3749 3361 3097 2988 2639 484 2155
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=8
num_cat=0
split_feature=123 2 47 0 0 15 13
split_gain=1.55673e-05 4.56506e-05 5.14225e-05 4.75342e-05 4.5276e-05 5.8288e-05 4.31983e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10589000000000001 -0.23029999999999998 -0.14136999999999997 -0.03231499999999999 -0.083924999999999986
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=0.016407705312052455 0.011039451983062883 -0.02020644549020556 0.020894811978782291 -0.022832064100310551 0.014760591646994867 0.0042016731282489821 -0.019430541478825211
leaf_weight=0.0011709685629127707 0.0011242986865651 0.0011356702028839484 0.0011398414045204058 0.0012170719721140456 0.0015390008247047051 0.0013846815156255256 0.0017524057197341907
leaf_count=113 334 275 200 211 898 511 1368
internal_value=0 -0.0014157 0.00118549 -0.00199473 -0.00565128 -0.00117954 -0.0089995
internal_weight=0 0.00933964 0.00820397 0.00706413 0.00589316 0.00467609 0.00313709
internal_count=3910 3576 3301 3101 2988 2777 1879
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=4.47874e-05 7.17719e-05 4.96679e-05 4.91224e-05 8.97959e-05 6.49865e-05 9.19782e-05 5.75161e-05 0.000175258
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.00053140676866283152 -0.00039787703735080576 -0.00041827748188725421 -0.00053073282699299656 0.00035675887954237414 -0.00053417343369735926 -7.9271388765177542e-05 0.00025433693429148237 -0.00013898620396636763 0.00099595878934910184
leaf_weight=0.0010103528755859457 0.0010091349706704651 0.001060319938930669 0.0013196738606264186 0.0014767672224658942 0.0011629281229334487 0.0012894969188336648 0.0010150895046141528 0.0010850243593599224 0.0010634971441639916
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 3.46271e-05 -1.83586e-05 3.20477e-05 -3.70905e-05 6.30469e-05 -0.000189407 0.000234488 0.000406707
internal_weight=0 0.0104831 0.0094728 0.00841248 0.00693571 0.00577278 0.00233476 0.00343802 0.00235299
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=4.74764e-05 6.89773e-05 5.44627e-05 5.73121e-05 9.83263e-05 7.75993e-05 9.67133e-05 5.75571e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.00052193706085501925 -0.00040018533393064237 -0.00042915127843606333 -0.00055810204755956131 0.00038452533891873361 -0.00055313063500472088 1.8166027344089431e-05 0.00024891701962500076 0.00052137676561544218
leaf_weight=0.0010194219921809767 0.0010494439774444341 0.0010807583441574771 0.0013233559278616226 0.0015106165486820766 0.0011785192533850164 0.0018831887694604945 0.0010041241548339741 0.0016305501142209631
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.69669e-05 -1.44725e-05 3.80655e-05 -3.64911e-05 6.77456e-05 -0.000209937 0.000251681
internal_weight=0 0.0106305 0.00961111 0.00853035 0.00701974 0.00584122 0.00232748 0.00351374
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=9
num_cat=0
split_feature=50 15 160 12 2 13 13 0
split_gain=4.9213e-05 5.86946e-05 6.02503e-05 5.11408e-05 5.68158e-05 0.000109733 5.60543e-05 2.67153e-05
threshold=0.086465000000000014 -0.26361999999999991 0.090735000000000024 -0.036459999999999992 0.094010000000000024 -1.0000000180025095e-35 -0.0024749999999999993 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.00048045521251092609 -0.00041331896218285371 -0.00030517417167247546 -0.00046551332709546592 -3.3151575517085121e-05 0.00024857534207519435 -0.00047434984391960574 0.0002475469950206721 0.00065924086013698004
leaf_weight=0.0010285651801851857 0.0010312391272599029 0.0013758923801651304 0.0010095090403056195 0.0014850729458589619 0.0017547220109127575 0.0014950515612457221 0.001228714872042791 0.0011957250203759413
leaf_count=264 715 261 309 1178 400 375 101 307
internal_value=0 3.54251e-05 -1.25327e-05 4.10442e-05 0.000107581 -8.40049e-05 0.000266837 0.000450593
internal_weight=0 0.0105733 0.00954469 0.00853518 0.00715929 0.00324977 0.00390951 0.00242444
internal_count=3910 3195 2931 2622 2361 775 1586 408
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=5.26359e-05 7.08098e-05 6.11635e-05 5.21616e-05 9.153e-05 6.70006e-05 8.77296e-05 6.15479e-05 0.000182451
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.00052595422580137209 -0.00042389173979562621 -0.00045464226759649341 -0.00051550870441530606 0.0003700618120228992 -0.00052627541055369172 -7.2874327697690564e-05 0.0002407016540236352 -0.00013869589511171691 0.0010061329669463419
leaf_weight=0.0010322417612057171 0.0010420029746503875 0.0010777186102794529 0.001344999805140783 0.0015233991288402743 0.0011889922293168171 0.0013303191089732219 0.0010504921309824056 0.0011259699935366112 0.0011012615302099854
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 3.76179e-05 -1.4119e-05 4.06688e-05 -2.95909e-05 6.96111e-05 -0.000183889 0.000240306 0.000415807
internal_weight=0 0.0107754 0.00974315 0.00866543 0.00714203 0.00595304 0.00239549 0.00355755 0.00243158
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=4.49373e-05 8.02527e-05 6.52457e-05 5.33998e-05 9.64773e-05 7.31747e-05 9.60501e-05 5.39758e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.00056559248043802396 -0.00039366604987766388 -0.00047481335600469131 -0.00054688063882776621 0.00038055456014434444 -0.0005367618623920501 2.8155973275094609e-05 0.00025830534588993932 0.00051999778229651209
leaf_weight=0.0010052623675395325 0.0010130623326552795 0.0010629057876976851 0.0013045962278156308 0.0014680487885240555 0.0011999800894886524 0.0018581304936334635 0.0010110017978472996 0.0015935250765671512
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.87579e-05 -1.70008e-05 4.06868e-05 -3.09259e-05 7.43223e-05 -0.000195332 0.000255224
internal_weight=0 0.0105035 0.00949819 0.00843528 0.00696723 0.00576725 0.0023156 0.00345166
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=9
num_cat=0
split_feature=160 42 43 3 49 0 15 16
split_gain=1.6963e-05 3.38954e-05 4.94682e-05 7.3903e-05 4.76381e-05 6.99442e-05 6.2652e-05 4.16752e-05
threshold=0.091575000000000017 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.029304999999999998 0.0059850000000000016 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=-0.013532836447017206 -0.012461529682679518 -0.00021938644217877053 0.014763838981379979 0.034219640166916629 0.0056517640242722354 -0.028392926694657452 0.020466761229038496 -0.022320562127068677
leaf_weight=0.0013379163484623082 0.001000588308903815 0.0013823441180672827 0.0013626193031267744 0.0011344812268756469 0.0010082094968553506 0.0011043534120418735 0.0010754226127955373 0.0011291276160407524
leaf_count=975 369 645 207 516 177 199 628 194
internal_value=0 0.00122502 0.00363393 0.0153043 -0.00153749 -0.00668271 0.000779958 -0.00912565
internal_weight=0 0.00953447 0.00819656 0.00251683 0.00567973 0.00431711 0.00321276 0.00213734
internal_count=3910 3541 2566 1161 1405 1198 999 371
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=9
num_cat=0
split_feature=50 15 47 52 3 2 4 1
split_gain=5.15019e-05 5.70853e-05 5.44549e-05 9.83562e-05 5.48647e-05 7.17968e-05 5.63194e-05 4.15391e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 -0.092854999999999979 -0.069909999999999986 0.10571000000000001 -0.0025899999999999994 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00045350690513977211 -0.000434849560541386 -0.00049122509145065258 -0.00031669259117562222 -0.00030036842812381864 0.00081373923833832733 -6.0094638033837804e-05 0.00022342823172268348 0.00022058892748516711
leaf_weight=0.0010921788947475886 0.0010076781160523436 0.0010814646752587542 0.0018981583416031794 0.0014147497694798016 0.0011371991362634612 0.0014242535649221385 0.0013699133915053988 0.0010075259913609861
leaf_count=278 715 554 313 1180 160 243 195 272
internal_value=0 2.93617e-05 -2.02717e-05 5.54035e-05 0.000148446 0.000291469 0.000491187 -8.36804e-05
internal_weight=0 0.0104254 0.00933326 0.00743511 0.00635364 0.00393137 0.00250711 0.00242228
internal_count=3910 3195 2917 2604 2050 598 355 1452
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=8
num_cat=0
split_feature=0 47 3 4 2 15 13
split_gain=1.7423e-05 4.17993e-05 6.55586e-05 4.53236e-05 4.85228e-05 3.67666e-05 2.21828e-05
threshold=-0.060094999999999989 0.09252500000000001 -0.078669999999999976 0.0057500000000000008 0.11230000000000001 -0.03231499999999999 0.086705000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 -7
right_child=5 -3 3 4 -6 6 -8
leaf_value=-0.018804366523949775 0.021188937665187785 -0.018618781275047319 -0.005312793655440547 0.029216605843577187 0.00033815894972694083 -0.0077939652971283444 0.010744724848098816
leaf_weight=0.0012840285772909724 0.0010562120371339486 0.0013845411988981926 0.0016986633393536047 0.0012840749493213495 0.0010639012281450193 0.0017033386505123059 0.001039241758940046
leaf_count=1723 286 336 658 285 202 284 136
internal_value=0 -0.00313801 0.000882833 0.00712973 0.0161314 0.00533607 -0.000769128
internal_weight=0 0.00671521 0.00533067 0.00404664 0.00234798 0.00379879 0.00274258
internal_count=3910 3204 2868 1145 487 706 420
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=9
num_cat=0
split_feature=150 150 151 4 15 2 12 42
split_gain=1.66092e-05 4.35072e-05 6.77929e-05 6.96045e-05 4.99809e-05 3.96106e-05 4.78962e-05 7.32996e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.41315500000000005 -0.10192499999999999 0.10113500000000002 1.0000000180025095e-35 0.08401500000000002
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=-0.023788928829173373 -0.012277788148200427 0.019613522754909057 -0.021899456601993206 0.026430225342044946 0.023052105049402694 -0.010426348065688831 -0.020029641971177143 0.017024843480694177
leaf_weight=0.0011520382337668654 0.0010070787066344391 0.0011333893518737171 0.0010199773625902677 0.0010279582797874474 0.0013575591673201659 0.0016524418558172948 0.0010377168423140032 0.0010994708517387379
leaf_count=412 161 292 282 281 192 535 791 964
internal_value=0 0.00122937 -0.00126686 0.00233924 -0.00167631 0.00233115 0.00836336 -0.000967055
internal_weight=0 0.00948055 0.00834716 0.00719512 0.00616717 0.00514719 0.00349475 0.00213719
internal_count=3910 3749 3457 3045 2764 2482 1947 1755
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 3 1 3
split_gain=4.21623e-05 5.53772e-05 4.94756e-05 5.29355e-05 9.34024e-05 8.14085e-05 0.00011163 7.40524e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.10666500000000002 0.076710000000000014 -0.0026499999999999996
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=0.0004774395889716293 -0.00037322584126271122 -0.00040358453919050986 -0.00049838881106855184 0.00037862636090474323 -0.00052610676784579176 0.00044576967865589059 0.00049329902300117496 -0.00015705850888981596
leaf_weight=0.0010027786242101126 0.001048269394008987 0.0010731770556110529 0.0015020131507200874 0.0014917547542405768 0.0012004044815656853 0.0016342431005388156 0.001349049004548711 0.0013434555236655071
leaf_count=264 715 286 1446 184 201 159 510 145
internal_value=0 3.90038e-05 -6.8217e-06 4.31491e-05 -2.80471e-05 7.45258e-05 -7.01161e-05 0.000168796
internal_weight=0 0.0105969 0.0095941 0.00852092 0.00702917 0.00582876 0.00419452 0.0026925
internal_count=3910 3195 2931 2645 2461 2260 2101 655
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=10
num_cat=0
split_feature=132 42 52 47 15 15 0 0 16
split_gain=4.95203e-05 5.70165e-05 5.50033e-05 7.8369e-05 7.75189e-05 8.04355e-05 0.00010591 7.34923e-05 2.2898e-05
threshold=0.080815000000000012 -1.0000000180025095e-35 -0.092854999999999979 0.09252500000000001 -0.23033499999999998 -0.033649999999999992 -0.18087499999999998 -0.083564999999999987 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 -9
right_child=-2 2 3 -5 5 7 -8 8 -10
leaf_value=-0.00044335048093186428 0.00039255536954754713 -0.00037072011243848252 -0.00030235193213248022 -0.00038420781940234899 9.4182576397438365e-05 0.00038441769595416134 0.00097643655473653168 -0.00038687792336888004 1.8679865038071954e-05
leaf_weight=0.0012266821825577855 0.001093567432380948 0.0012940744128085461 0.0012341513381619934 0.0012730396530127299 0.0010206891642470239 0.0016038166565558402 0.001073147273994002 0.0010015014226835454 0.0011496830197330107
leaf_count=868 395 562 228 236 81 549 400 523 68
internal_value=0 -4.51701e-05 5.44499e-06 6.37006e-05 0.000144204 0.000238431 0.000546361 6.67251e-05 -0.000170131
internal_weight=0 0.0108768 0.0096501 0.00835603 0.00708299 0.00584884 0.00209384 0.003755 0.00215118
internal_count=3910 3515 2647 2085 1849 1621 481 1140 591
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=8
num_cat=0
split_feature=0 151 1 12 52 4 2
split_gain=1.61977e-05 3.97383e-05 4.22817e-05 4.83857e-05 5.44119e-05 9.27178e-05 4.07111e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.12864500000000004 0.095295000000000019 -0.087094999999999992 -0.0010999999999999996 0.11125500000000001
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=-0.018715324981576208 0.0085675402286686207 -0.020062498172803974 0.017416939397196556 -0.021441191818490881 0.025410560536679672 -0.015842778141514493 0.0096326237052130805
leaf_weight=0.0010716340980114133 0.0018018208116669697 0.0010529507952328843 0.0012578478299748383 0.0011273686005848337 0.0016048765320489976 0.0015020155085526381 0.0010771456105826676
leaf_count=508 255 222 289 682 1363 429 162
internal_value=0 -0.00185012 0.000659636 -0.00264257 0.00138983 0.00653925 -0.00520338
internal_weight=0 0.00869384 0.00764089 0.00638304 0.00525567 0.00418404 0.00257916
internal_count=3910 3655 3433 3144 2462 1954 591
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=5.44017e-05 6.23657e-05 5.81712e-05 4.80824e-05 9.53661e-05 6.66042e-05 0.000117334 6.02042e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.00049768528016161601 -0.00043022422767888529 -0.00044177145521774683 -0.00056212712433673919 0.00036112841141462275 -0.00052839989563512469 1.2674885574243878e-05 0.0003212305425277071 0.00052749403579401726
leaf_weight=0.0010290519058930329 0.0010435770187633463 0.0010674806737644973 0.0013254413419067756 0.001510580083874097 0.001198091110625547 0.001898445574815198 0.0010253201134968748 0.0016173378506660796
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.88409e-05 -1.01262e-05 4.36069e-05 -2.42865e-05 7.86658e-05 -0.000176837 0.000249503
internal_weight=0 0.0106717 0.0096427 0.00857522 0.00706464 0.00586654 0.00235076 0.00351578
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=9
num_cat=0
split_feature=47 4 1 1 15 1 16 3
split_gain=1.78173e-05 4.21308e-05 5.6137e-05 5.23871e-05 3.34469e-05 8.55825e-05 6.58315e-05 2.61629e-05
threshold=0.11669500000000001 0.24280000000000004 0.11198000000000001 0.11215000000000001 1.0000000180025095e-35 0.094385000000000011 -0.035699999999999989 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.023975434131434138 -0.01212613880753873 -0.003329462889512292 0.026960324249958631 -0.023035239504759376 -0.013474293664509463 0.030661986257263737 0.016423013102479827 -0.0036182328691413534
leaf_weight=0.0010042200469476395 0.0010954320775205363 0.0011626417385416541 0.0012915993797442021 0.0010653152562833624 0.0012458725861350462 0.0010136434695983102 0.0012718225009152456 0.0013352525435123938
leaf_count=449 179 189 323 203 1423 286 690 168
internal_value=0 0.0013507 0.0126112 -0.00263366 0.0010684 0.00498593 -0.00222101 0.00615859
internal_weight=0 0.00939037 0.00245424 0.00693613 0.00587081 0.00462494 0.0036113 0.00260708
internal_count=3910 3731 512 3219 3016 1593 1307 858
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=9
num_cat=0
split_feature=484 159 49 15 2 16 47 4
split_gain=0.000141338 7.07207e-05 7.1487e-05 5.39087e-05 0.000117194 6.22882e-05 5.73932e-05 6.10573e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.10513500000000002 -0.03231499999999999 0.10113500000000002 0.0032450000000000005 0.09252500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00080739648000437625 -5.7270240418932313e-05 0.00040294604854603866 0.00038719391006952259 0.00019277304428229653 -0.0007040399549671525 -0.00042187195893131867 -0.00032777442949933955 0.00053788659831761226
leaf_weight=0.0010212787425223401 0.0018422795412484433 0.0012073287787574142 0.0010335852134292596 0.0016016005578814436 0.0017522508344770013 0.0010491242799314316 0.0013952417195709855 0.0010350775840172483
leaf_count=627 457 388 283 1196 292 187 191 289
internal_value=0 -4.4602e-05 -0.000100254 -0.000158328 -0.000310587 -5.04959e-05 -1.42255e-06 0.000156827
internal_weight=0 0.0109165 0.00970916 0.00867557 0.00440298 0.00265072 0.0042726 0.00287736
internal_count=3910 3283 2895 2612 1675 1383 937 746
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=10
num_cat=0
split_feature=50 15 160 12 151 13 2 12 43
split_gain=5.38244e-05 7.09634e-05 4.76607e-05 6.21347e-05 6.23723e-05 5.64641e-05 0.000163646 5.20274e-05 1.1794e-05
threshold=0.086465000000000014 -0.26361999999999991 0.090735000000000024 -0.036459999999999992 -0.076429999999999984 -0.083924999999999986 0.094010000000000024 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.00053300512178325484 -0.00042769473178132879 -0.00034698073001486983 -0.00041643337671378925 0.00050608005483910863 0.00044114434284343678 0.00046068250146897671 -0.00063939891875680252 -0.00010376406794101028 0.00014094988851174795
leaf_weight=0.0010114833914280493 0.0010434543012222122 0.0013795837748249067 0.0010077943381611451 0.0012466806984489575 0.0010075061775049014 0.0013070616176525803 0.0014396672177234551 0.0012081681658593017 0.0010051715060447712
leaf_count=264 715 261 309 311 370 126 541 869 144
internal_value=0 3.90146e-05 -1.30248e-05 3.42827e-05 0.000107192 2.38604e-05 -0.000112202 0.000189556 0.000291221
internal_weight=0 0.0106131 0.00960163 0.00859384 0.00721426 0.00596757 0.0039549 0.00251523 0.00201268
internal_count=3910 3195 2931 2622 2361 2050 1536 995 514
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=9
num_cat=0
split_feature=50 15 16 47 3 1 4 16
split_gain=4.84536e-05 5.80989e-05 5.4114e-05 8.80585e-05 7.06221e-05 6.09622e-05 5.85593e-05 0.000139216
threshold=0.086465000000000014 -0.26361999999999991 0.3935300000000001 0.09252500000000001 -0.069909999999999986 0.076710000000000014 0.0057500000000000008 -0.010819999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=0.00047553443832060432 -0.0004096130379651882 -0.00036014022190888591 -0.00039392314891614446 -0.00045206424107790049 -0.00043218321531967137 0.00023395240637532391 0.00055011252411070694 0.00047254151446265064
leaf_weight=0.0010381938349823859 0.0010346196927004921 0.0016552432292267368 0.0012462939726838864 0.0011836896150985736 0.001126134761566915 0.0011089770809109803 0.0018015294418012385 0.0015593829780883284
leaf_count=264 715 1297 358 232 215 322 246 261
internal_value=0 3.47217e-05 -1.25499e-05 4.37993e-05 0.000124744 -0.000121796 0.000276623 9.31577e-05
internal_weight=0 0.0107194 0.00968125 0.00843496 0.00725127 0.00276422 0.00448705 0.00268552
internal_count=3910 3195 2931 2573 2341 1619 722 476
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=9
num_cat=0
split_feature=50 12 160 156 16 1 2 0
split_gain=2.42473e-05 3.65377e-05 3.91436e-05 4.5858e-05 5.03335e-05 8.83115e-05 5.37381e-05 3.09521e-05
threshold=0.07992500000000001 -0.036459999999999992 0.087825000000000014 0.078725000000000003 -0.52908499999999992 0.10786000000000001 0.10113500000000002 -0.084074999999999997
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=-0.013749739685488791 -0.014956250136183312 -0.010048700377101889 -0.013461427452282869 -0.012994396176409729 0.0027652157462491555 0.034276731372200567 -0.012252539619026068 0.025890952401672735
leaf_weight=0.0013627877289885655 0.0010008463258925166 0.0010361880420789397 0.0011158212211355599 0.001012405395928318 0.0011749635850915119 0.0015194806056404685 0.0011547645943350911 0.001140591305511984
leaf_count=443 755 119 310 450 675 230 298 630
internal_value=0 0.0014067 0.00393975 0.00669842 0.0100069 0.0141717 0.00536873 0.0141564
internal_weight=0 0.009517 0.00815421 0.00703839 0.00602599 0.0049898 0.00347032 0.00231555
internal_count=3910 3155 2712 2402 1952 1833 1603 1305
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=8
num_cat=0
split_feature=16 123 13 47 4 12 16
split_gain=1.79416e-05 4.88676e-05 4.87152e-05 3.33954e-05 7.77025e-05 5.08833e-05 4.85532e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.23438999999999996 0.09252500000000001 -0.12499499999999999 0.085845000000000019 -0.057604999999999996
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=0.017889031471756078 -0.011931752084611837 0.021892298785922561 -0.023662014285549728 -0.020397727584809865 0.00085876506884760063 -0.009663084159224393 0.025922362851158811
leaf_weight=0.0011488319823984936 0.0011476543753404832 0.0010273718695664466 0.0012456674559111714 0.0010914359817178728 0.0017572602627608281 0.0016847528016220754 0.001379807351998577
leaf_count=175 380 317 227 275 444 1671 421
internal_value=0 0.00131784 -0.00122648 -0.00429405 -0.00139728 0.00435459 0.0118827
internal_weight=0 0.00933513 0.00830776 0.00715892 0.00606749 0.00482182 0.00313707
internal_count=3910 3530 3213 3038 2763 2536 865
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=9
num_cat=0
split_feature=132 13 2 52 457 3 3 16
split_gain=3.62275e-05 5.33693e-05 6.99439e-05 4.92082e-05 6.38519e-05 7.11357e-05 0.000141104 0.000112388
threshold=0.080815000000000012 -0.090744999999999978 0.099990000000000009 -0.092854999999999979 0.069705000000000003 0.090325000000000003 -0.032959999999999996 -0.083564999999999987
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=-0.00015561778078850857 0.00034725688101728191 -0.00047496544682372157 0.00049358727859472691 0.00011912852132140734 0.00032462100231747508 -0.00050232702637325222 0.00049287729207839019 -0.00076313272366139949
leaf_weight=0.0011487920463181976 0.0010246447352635262 0.0012603373721607729 0.001435075806650624 0.0011523952636550074 0.0013692624758361747 0.0015541544619014531 0.0013769246533636885 0.0010710456838488259
leaf_count=335 395 644 210 591 210 132 260 1133
internal_value=0 -3.92235e-05 0.00020495 -0.000120274 -5.17513e-05 -0.000151732 -3.92175e-07 -0.000305862
internal_weight=0 0.010368 0.00258387 0.00778412 0.00652378 0.00515452 0.00360037 0.00222344
internal_count=3910 3515 545 2970 2326 2116 1984 1724
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=8
num_cat=0
split_feature=42 51 43 49 0 48 12
split_gain=1.53462e-05 4.20684e-05 4.18135e-05 4.69347e-05 5.20416e-05 7.42602e-05 4.99568e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.090115000000000015 -0.087614999999999985 0.086215000000000014 0.095175000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.0098554273916460315 -0.014962021187425371 0.019757325112298735 0.01665187257534306 0.019936721809845265 -0.03019935265167565 -0.016448210825779044 -0.00023060805498015965
leaf_weight=0.001402507682708447 0.0013413421822846185 0.0014153629513870107 0.0019958932257995166 0.0010595926092542216 0.0010779139060764803 0.0010263303303208694 0.0011493109725206096
leaf_count=1060 521 488 454 241 721 173 252
internal_value=0 0.00138501 0.00422367 0.000738864 -0.00313619 0.00541127 -0.0147346
internal_weight=0 0.00906575 0.0077244 0.00630904 0.00524945 0.00302222 0.00222722
internal_count=3910 2850 2329 1841 1600 627 973
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=9
num_cat=0
split_feature=484 159 15 124 151 1 16 12
split_gain=0.000189085 6.28655e-05 6.82744e-05 6.90401e-05 7.63802e-05 7.69702e-05 0.0001004 9.95958e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 1.0000000180025095e-35 -0.018779999999999995 -0.044604999999999992 0.095575000000000007 -0.0041999999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=-0.00081346743167027787 -0.0003562228716786487 0.00047199617890352169 -0.00031558776949177893 -0.00024893662242095489 -0.00046872267816295648 0.00081166927757018613 0.00033966096078302766 0.00011421075236233059
leaf_weight=0.0010303322094213111 0.0011390122966363847 0.0012862009533274312 0.0019714008416582976 0.0013778499529518394 0.0010086784581932672 0.0016018190015295326 0.0014254303277920018 0.001547755517889539
leaf_count=627 224 388 1296 295 362 182 326 210
internal_value=0 6.37853e-05 1.16562e-05 9.12964e-05 0.000164517 0.000266543 4.67217e-06 0.000468926
internal_weight=0 0.0113581 0.0100719 0.00810055 0.00696153 0.00558368 0.00243411 0.00314957
internal_count=3910 3283 2895 1599 1375 1080 688 392
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=10
num_cat=0
split_feature=50 15 15 16 12 4 1 16 13
split_gain=4.28591e-05 5.75662e-05 4.98641e-05 4.18021e-05 5.51187e-05 6.67698e-05 0.000144307 7.9187e-05 1.51869e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.3935300000000001 0.093125000000000013 0.055260000000000011 0.094485000000000013 -0.083564999999999987 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.00047780280217215269 -0.00037680625493995438 -0.00040057404455064258 0.00032959276928149199 -0.00030068574524602838 0.00039162001903776954 -0.00043925019680803441 0.00066249261608837659 -0.00014446552755257512 -0.0004657136049564334
leaf_weight=0.0010206085817995878 0.0010697010232599757 0.0011216488161020109 0.0010613160162518745 0.0012028468277930828 0.0018053839927041808 0.0010847737776077974 0.0012752578319457962 0.0010426020067994396 0.0012371107183437981
leaf_count=264 715 286 378 351 547 239 221 674 235
internal_value=0 3.45662e-05 -1.14489e-05 3.86656e-05 9.30439e-05 -1.50769e-06 0.000101357 -0.000112827 -0.000318794
internal_weight=0 0.0108515 0.00983094 0.00870929 0.00750644 0.00570106 0.00461629 0.00334103 0.00227971
internal_count=3910 3195 2931 2645 2294 1747 1508 1287 909
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=9
num_cat=0
split_feature=50 15 15 51 13 47 3 1
split_gain=4.72208e-05 4.97505e-05 5.10798e-05 4.69029e-05 6.77272e-05 6.62113e-05 8.75095e-05 8.69451e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.077145000000000005 0.11596500000000001 0.08593000000000002 0.10666500000000002 1.0000000180025095e-35
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=0.00044503477493200184 -0.00040169398174764504 -0.00041463539597971273 -0.0005508193099172373 0.00037659858113127062 0.00035180314997219192 -0.00053706901943641682 0.00041520942601843579 9.1579804480206543e-05
leaf_weight=0.0010152093555117854 0.0010604825160572913 0.0010729381937482742 0.0014161958254756178 0.0013369398659242157 0.0014761648364399558 0.0011623332443755352 0.0013110092421511513 0.0018924224474155108
leaf_count=264 715 286 1343 303 156 196 110 537
internal_value=0 3.21125e-05 -1.12473e-05 3.91084e-05 -2.3057e-05 -0.000118761 -1.35112e-05 -0.000183388
internal_weight=0 0.0106832 0.009668 0.00859507 0.00725813 0.00578196 0.00461963 0.00330862
internal_count=3910 3195 2931 2645 2342 2186 1990 1880
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=8
num_cat=0
split_feature=132 13 2 2 1 2 0
split_gain=4.2147e-05 4.89172e-05 7.78871e-05 3.83827e-05 7.78994e-05 4.02526e-05 5.29123e-05
threshold=0.081240000000000021 -0.090744999999999978 0.099990000000000009 0.096750000000000017 0.10498500000000001 0.081615000000000007 -0.055084999999999988
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=-0.00018609480379889277 0.00037185724713192963 -0.00039764982849785656 0.00049036879241135109 -0.00066642510349650672 -3.4604801799291501e-05 0.00020445470035535473 0.00013477172773009805
leaf_weight=0.0011822069551746151 0.0010346020755213131 0.0015937357795697393 0.0014657017401237351 0.0012560001447648732 0.001863205030893676 0.0019859357961148905 0.0013054752396304331
leaf_count=339 387 665 210 565 297 1302 145
internal_value=0 -4.26715e-05 0.000188349 -0.000119095 -0.000289018 -1.05982e-05 -0.000157908
internal_weight=0 0.0106523 0.00264791 0.00800435 0.00311921 0.00488515 0.00289921
internal_count=3910 3523 549 2974 862 2112 810
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=8
num_cat=0
split_feature=50 4 2 52 3 4 52
split_gain=2.09176e-05 3.43595e-05 5.11993e-05 4.86267e-05 4.77369e-05 5.95656e-05 2.94724e-05
threshold=0.07992500000000001 0.28937500000000005 0.11339500000000001 -0.088354999999999989 0.099570000000000006 -0.0010999999999999996 0.082665000000000002
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=-0.012786507568681774 -0.013835521829169995 0.014106963008474985 -0.021710390705355069 0.024560325241710299 0.026258561258772191 -0.011119313547535693 0.0010263812020603915
leaf_weight=0.0017151783785318425 0.0010061156664548402 0.0017229932910932839 0.0010796284945377094 0.0011112822539221074 0.0010008229245510591 0.00188185085750132 0.0010210917453466835
leaf_count=585 755 396 328 532 47 495 772
internal_value=0 0.00132517 -0.00149472 0.00174818 0.00671913 0.00184758 0.013291
internal_weight=0 0.00953285 0.00780985 0.00673023 0.00501505 0.00401422 0.00213237
internal_count=3910 3155 2759 2431 1846 1799 1304
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=9
num_cat=0
split_feature=159 51 484 4 2 2 1 13
split_gain=4.14737e-05 4.30716e-05 5.67017e-05 4.11608e-05 4.95844e-05 6.26268e-05 4.51399e-05 3.60484e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 0.28937500000000005 0.10393500000000001 0.089910000000000004 0.095575000000000007 -0.014114999999999997
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=-0.0003647377265780363 -0.00044101657787682763 0.00040004897173889482 0.00042357825423461348 0.00022930371436054046 -0.0004073953449045606 0.00049940156936916023 2.2903861374367671e-05 -1.9984477860484266e-05
leaf_weight=0.0010673549163561285 0.0015220446359493246 0.0011447518963276669 0.0010701067863570579 0.0015958237093027933 0.0017330976660135926 0.0010383451851514662 0.0017149203408302 0.0010169411083138179
leaf_count=520 1253 308 346 315 429 281 242 216
internal_value=0 4.03619e-05 -2.12501e-06 -5.49656e-05 -0.000119538 -2.5271e-05 -0.000195235 0.000242413
internal_weight=0 0.010836 0.00969128 0.00862117 0.00702535 0.00529225 0.00323696 0.00205529
internal_count=3910 3390 3082 2736 2421 1992 1495 497
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=7
num_cat=0
split_feature=52 160 2 2 2 16
split_gain=1.84711e-05 5.00995e-05 3.7641e-05 5.72621e-05 3.61073e-05 9.38447e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.085005000000000011 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=0.012280649378211233 -0.021546097040537407 0.011036684700580996 0.019411127220919651 -0.019270196454787315 0.012270061230840072 -0.020176723605199218
leaf_weight=0.0012795577002288425 0.0012171976053140425 0.0019086177209630148 0.0012874040144483555 0.0010450426754164566 0.0018534287773136881 0.0019446161308930546
leaf_count=307 924 265 496 387 315 1216
internal_value=0 -0.00312764 0.00569368 -0.00190329 0.000800908 -0.00471582
internal_weight=0 0.00692386 0.003612 0.0023246 0.00570666 0.00385323
internal_count=3910 2720 1190 694 1796 1481
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=10
num_cat=0
split_feature=1 123 16 49 42 2 4 3 3
split_gain=4.63939e-05 7.17994e-05 8.04589e-05 6.53193e-05 6.71522e-05 8.54053e-05 8.17275e-05 8.23601e-05 0.000124904
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 0.091955000000000023 0.113945 -0.08422499999999998 0.090325000000000003 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00056998950998761011 0.00039067502442413773 0.00042314817177017212 -0.00049771717736571289 -0.00012303318850570856 -0.00043533898895137263 -0.0003977108232903517 0.00071516233991747208 0.00082244604446202836 -0.00017925131060367538
leaf_weight=0.0012008497975099361 0.0010529645728300898 0.0011509718537819165 0.001006502608420474 0.0019113925028822303 0.0010166312327582333 0.0010819378283690251 0.0010046798115811513 0.0011114283957994481 0.0014913571697427286
leaf_count=136 225 276 182 613 641 208 673 75 881
internal_value=0 -4.01945e-05 -9.4475e-05 -2.82614e-05 3.37685e-05 0.000106019 0.000204772 0.000378457 0.000180759
internal_weight=0 0.0109758 0.00982478 0.00862393 0.00761743 0.0066008 0.00551886 0.00360747 0.00249604
internal_count=3910 3685 3409 3273 3091 2450 2242 1629 1554
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=10
num_cat=0
split_feature=52 376 47 4 15 16 2 16 2
split_gain=3.94763e-05 5.69632e-05 0.000114972 7.81894e-05 9.02573e-05 7.81912e-05 0.000108432 7.52647e-05 4.19433e-05
threshold=-0.24456499999999998 0.048375000000000008 0.09252500000000001 0.0057500000000000008 -0.10192499999999999 -0.0072149999999999992 0.097360000000000016 -0.095109999999999986 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -6 -2
right_child=1 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.00037571791124308237 -9.8831135602638726e-05 0.00042642023729670366 -0.00050069539090983716 -6.8915737220073684e-05 0.00018951462713657257 -0.00026591032836365263 0.00060355057806932625 0.00090794246989200054 -0.00065742203288192175
leaf_weight=0.001022528211469813 0.0010031645475792701 0.0012210952118472318 0.0016164922445258733 0.0017185669575420582 0.0011904622078443084 0.0011708860133738193 0.001042428616893301 0.0010597001200187521 0.0010660000810245817
leaf_count=449 1130 199 304 345 264 432 159 130 498
internal_value=0 2.69192e-05 -2.25177e-05 7.1162e-05 0.000269436 -0.000112586 0.000143589 0.000527854 -0.000386608
internal_weight=0 0.0110888 0.0098677 0.00825121 0.00396873 0.00428248 0.00221331 0.00225016 0.00206916
internal_count=3910 3461 3262 2958 739 2219 591 394 1628
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=8
num_cat=0
split_feature=49 12 42 15 52 16 1
split_gain=1.71783e-05 5.199e-05 3.50003e-05 3.96868e-05 3.66309e-05 5.49175e-05 2.98603e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.19153499999999998 0.10433000000000002 0.081265000000000018 0.095575000000000007
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=-0.0037061889800720422 -0.015001889771102601 0.02460244151853801 -0.01859551753725697 5.3348123861308354e-05 0.020363271698677923 -0.017558542120697861 0.021382981385730276
leaf_weight=0.0017795416448234498 0.0013512302946437358 0.0010209644675119728 0.001153425245698024 0.0018844102692476212 0.0011082771834674838 0.0012563338965821983 0.0010071151524909897
leaf_count=370 301 189 756 1348 373 408 165
internal_value=0 0.00661413 -0.00252231 0.000283533 0.00421306 -0.000102158 0.00748244
internal_weight=0 0.00280051 0.00776079 0.00660737 0.00525614 0.00414786 0.00289153
internal_count=3910 559 3351 2595 2294 1921 1513
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 0
split_gain=4.75035e-05 7.3697e-05 6.79155e-05 7.52479e-05 7.8014e-05 7.00422e-05 8.46106e-05 0.00010277 4.22774e-05
threshold=0.11930500000000001 0.093225000000000016 0.088060000000000013 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00052330412623262704 -0.00040827679466466969 0.00050446522546561835 -0.00050263569091806275 0.00045254456432069205 0.00026807790355241423 -0.00039449166709636362 -0.00034539024490665295 0.00077855564902050271 -0.00024579942287028111
leaf_weight=0.0011154564703972532 0.0010252429786809748 0.0011409179004573363 0.0010137022754687424 0.001383833332974053 0.001597709468027017 0.0011409970453596062 0.0010501859616661047 0.0011293056443494164 0.0010012793358963787
leaf_count=224 161 279 366 425 217 368 132 203 1535
internal_value=0 3.37772e-05 -2.31555e-05 3.45786e-05 -4.76389e-05 4.19946e-05 0.000146218 0.000284694 7.01029e-05
internal_weight=0 0.0105734 0.00943247 0.00841877 0.00703493 0.00591948 0.00477848 0.00372829 0.00259899
internal_count=3910 3749 3470 3104 2679 2455 2087 1955 1752
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=8
num_cat=0
split_feature=52 160 160 48 12 2 3
split_gain=1.76907e-05 4.13235e-05 3.77977e-05 5.57206e-05 3.25613e-05 5.07898e-05 7.57751e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0098349999999999983 0.082070000000000018 0.099370000000000014 0.083585000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.021569242716523052 -0.019769771374831671 -0.014132799036749326 -0.018318867333470563 0.011504393799974312 -0.012702367569793878 0.023629938820138766 -0.0075303267468777085
leaf_weight=0.0010490400553509688 0.001218740073207502 0.001063722184722715 0.001075590547236755 0.0015003663102851092 0.0014054189550596523 0.0019329759214392192 0.0013088373622065315
leaf_count=278 924 495 585 327 281 867 153
internal_value=0 -0.00305347 0.00556806 -0.000948306 0.000513856 0.00482791 0.0110494
internal_weight=0 0.00692969 0.003625 0.00257596 0.00571095 0.00430554 0.00324181
internal_count=3910 2720 1190 912 1796 1515 1020
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 12 0 52
split_gain=3.33512e-05 5.38783e-05 4.9214e-05 8.20665e-05 4.99653e-05 5.21311e-05 4.3577e-05 2.76838e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 0.085165000000000018 0.084100000000000022 -0.060094999999999989 -0.066329999999999986
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=-0.00038877568464344963 -0.00034320395477385372 0.0003336009214774688 -0.00021943040790605516 0.00050517757590574973 0.00023195147954931038 -0.00066850005303908467 -0.00010782992616822816 0.00019978127505265199
leaf_weight=0.0013013486582686513 0.0010264006640393246 0.0018228383080704956 0.0010398624046327623 0.0011536631586080833 0.0016228828207657279 0.001084513992155845 0.0010479887746849799 0.001450404145779036
leaf_count=264 161 388 190 109 349 1911 244 294
internal_value=0 2.7081e-05 -3.71367e-05 2.47075e-05 -6.40423e-05 -0.000167955 -0.000392967 2.47307e-05
internal_weight=0 0.0105235 0.00870066 0.00739932 0.00624565 0.00462277 0.0021325 0.00249027
internal_count=3910 3749 3361 3097 2988 2639 2155 484
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=8
num_cat=0
split_feature=0 1 2 0 52 3 12
split_gain=1.815e-05 4.21168e-05 5.917e-05 6.42961e-05 6.7882e-05 3.39779e-05 4.46247e-05
threshold=-0.060094999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.15007499999999999 -0.010284999999999997 -0.13927999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7
right_child=5 2 3 -5 -6 6 -8
leaf_value=-0.020973105239751398 0.020728185922562901 -0.016515463421692727 -0.020036306493350912 0.025053144088819923 0.01141386506203787 0.011545353402195016 -0.013957665471117296
leaf_weight=0.001113591834612934 0.0010512807087552645 0.0015233169937288781 0.0011912146438730975 0.0012895260653487521 0.0016190986574111921 0.0014644758806646486 0.0012908916982566207
leaf_count=1788 199 757 113 305 241 306 201
internal_value=0 -0.00320547 0.000313174 0.00656594 -0.001917 0.00543292 -0.000402829
internal_weight=0 0.00673675 0.00562316 0.00409984 0.00281031 0.00380665 0.00275537
internal_count=3910 3204 1416 659 354 706 507
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=7
num_cat=0
split_feature=52 4 160 52 2 4
split_gain=1.68091e-05 3.76588e-05 3.71929e-05 3.1163e-05 5.74389e-05 9.25467e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 0.11110500000000002 0.10113500000000002 -0.05171499999999999
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=-0.0059156674782173003 -0.01886862956492296 0.01463708200304707 0.027988871381620796 0.016231032732956847 -0.017002577924513918 -0.0087799901740457272
leaf_weight=0.0016114557899050202 0.0012127205497780144 0.0019954749045412255 0.0011327234943915121 0.0010225651782138521 0.0018069822373202819 0.0017301005275425579
leaf_count=795 924 395 904 208 323 361
internal_value=0 0.0054548 -0.00296811 0.000419389 -0.00304295 0.00576822
internal_weight=0 0.00360693 0.00690509 0.00569237 0.00466981 0.00286282
internal_count=3910 1190 2720 1796 1588 1265
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=8
num_cat=0
split_feature=49 12 3 12 15 3 3
split_gain=1.54399e-05 4.74888e-05 2.77797e-05 7.71639e-05 3.95469e-05 9.3025e-05 4.71519e-05
threshold=-0.029304999999999998 0.085185000000000025 -0.075954999999999981 0.091555000000000011 -0.017214999999999998 0.094625000000000015 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=-0.0035575808679741295 0.005039156819650838 0.023576053059076629 0.013783749260420256 -0.02814511705457199 -0.0025192594018937642 -0.022977791146296229 0.027338135881761247
leaf_weight=0.0017741939441238952 0.0015178422258503438 0.0010134836906174898 0.0012994268900343193 0.0013016474211305787 0.0010531072699745297 0.00146376495146947 0.0010626418760624151
leaf_count=370 1455 189 536 717 374 209 60
internal_value=0 0.00630708 -0.00237865 -0.0102807 0.00218787 -0.0056902 0.0124767
internal_weight=0 0.00278768 0.00769843 0.00281949 0.00487894 0.00276319 0.00211575
internal_count=3910 559 3351 2172 1179 745 434
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=8
num_cat=0
split_feature=4 42 43 160 2 0 1
split_gain=1.69036e-05 2.38383e-05 4.28027e-05 6.89455e-05 4.42671e-05 3.37009e-05 3.2642e-06
threshold=0.27608500000000008 0.087065000000000017 0.0050750000000000005 0.069910000000000014 0.084235000000000018 -0.097344999999999987 0.11353000000000001
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=0.0025656018808683299 0.012184689871717946 -0.012282066953741696 0.016194954237057978 0.01597756709216569 -0.032705164906280504 -0.0082696159408879102 0.0041455197204260255
leaf_weight=0.0015948252708663604 0.0010069752858531953 0.0017877505727502069 0.0014094026070016353 0.0013554784173617743 0.0010169389461566606 0.0012683806061764657 0.0010133377413971353
leaf_count=445 130 1221 310 350 224 919 311
internal_value=0 -0.00203151 0.000726253 -0.00343784 -0.0102204 -0.0191431 0.00815245
internal_weight=0 0.00843278 0.00664503 0.00523562 0.00388014 0.00228532 0.00202031
internal_count=3910 3469 2248 1938 1588 1143 441
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=10
num_cat=0
split_feature=1 123 16 133 2 4 12 43 3
split_gain=4.80288e-05 5.77042e-05 7.36848e-05 4.87826e-05 5.95979e-05 0.000114212 5.59911e-05 6.62847e-05 3.79019e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.084760000000000016 0.11230000000000001 0.074650000000000008 0.080120000000000011 -0.07526999999999999 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00055397377024604883 0.00039915485736851855 0.00038009924729981334 0.00045663994152447953 -0.00042404603603011707 -0.00029966955940995306 0.00063292463899104041 8.3919095666953818e-05 -0.00061485299699439865 -3.8356671437156034e-05
leaf_weight=0.0011713376385902993 0.0010272989011608476 0.00110492623865049 0.0010467901932770807 0.0010560815475590532 0.0016754703427361625 0.0012968852685043943 0.0010522539704920595 0.0010355491000602016 0.0013771266439473618
leaf_count=136 225 276 121 1038 287 145 456 1023 203
internal_value=0 -4.44893e-05 -9.27969e-05 -2.95435e-05 2.6125e-05 0.000120099 -2.73115e-05 -0.000262671 0.000175412
internal_weight=0 0.0108164 0.00971149 0.00854016 0.00748408 0.00580861 0.00451172 0.0020878 0.00242392
internal_count=3910 3685 3409 3273 2235 1948 1803 1479 324
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=9
num_cat=0
split_feature=50 15 15 133 13 47 1 4
split_gain=5.31621e-05 6.5771e-05 4.05685e-05 4.90934e-05 6.74273e-05 7.99973e-05 7.54351e-05 6.99626e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 0.11596500000000001 0.08593000000000002 1.0000000180025095e-35 0.0057500000000000008
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=0.00051280994770372195 -0.0004303941497182124 -0.00037485167020209694 -0.00025738164271180104 -0.0003579476758614798 0.00048795409067064051 -0.00046981670867099387 3.3785436349279052e-05 0.00060707771959421638
leaf_weight=0.0010133312911886046 0.0010223272080597421 0.001056986769154329 0.0014869608973283226 0.0010777681886749305 0.0013393216775268602 0.001125321670630796 0.001962176758970246 0.001404029739491807
leaf_count=264 715 286 966 623 136 177 579 164
internal_value=0 3.80677e-05 -1.28255e-05 3.27529e-05 9.02954e-05 1.21047e-06 0.000110429 0.000272903
internal_weight=0 0.0104659 0.00945257 0.00839558 0.00731781 0.00597849 0.00485317 0.00336621
internal_count=3910 3195 2931 2645 2022 1886 1709 743
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=8
num_cat=0
split_feature=1 2 15 151 15 16 2
split_gain=1.61256e-05 3.41713e-05 2.84787e-05 5.64924e-05 5.17731e-05 0.000113244 0.000113093
threshold=0.076710000000000014 0.096540000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.038029999999999987 -0.055679999999999993 0.089910000000000004
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=-0.019550247770379055 -0.011689266639090945 0.0021210078377360189 -0.012010597271808863 -0.0061548058659757132 0.028850702789455326 -0.022550059750792439 0.036517905128570248
leaf_weight=0.0011755801803588445 0.0015126402646022255 0.0019093661331883965 0.0011471853528380732 0.0011824343638139046 0.0011614532288021437 0.0010770405991663819 0.0013081716447489527
leaf_count=1452 318 556 571 229 306 259 219
internal_value=0 -0.00613726 0.00247064 0.00513219 0.0105127 0.00454269 0.0162587
internal_weight=0 0.00308495 0.00738893 0.00624174 0.0047291 0.00356765 0.00249061
internal_count=3910 2008 1902 1331 1013 707 448
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=8
num_cat=0
split_feature=151 15 12 3 2 1 47
split_gain=1.52264e-05 3.37716e-05 4.2254e-05 3.73041e-05 8.82778e-05 9.57043e-05 3.72541e-05
threshold=-0.086249999999999979 -0.24219999999999997 -0.036459999999999992 -0.10628499999999998 0.10393500000000001 0.079945000000000016 0.086165000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.011143671919071355 0.014298010676151524 -0.02113583727012781 0.011167544961652681 0.026139870436616332 -0.024538512149986185 -0.021428077257118573 0.00459972090563997
leaf_weight=0.0010875101067918296 0.0012007539009929709 0.00118338721954 0.0019194932046350914 0.0012336558673895475 0.0016093658960282496 0.0011206113990040677 0.0010798209087425127
leaf_count=351 302 260 388 1363 448 588 210
internal_value=0 -0.00135839 -0.00366611 -0.000697045 -0.0052126 0.00384438 -0.00865542
internal_weight=0 0.00934709 0.00814633 0.00696295 0.00504345 0.00343409 0.00220043
internal_count=3910 3559 3257 2997 2609 2161 798
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=11
num_cat=0
split_feature=1 123 16 49 2 13 2 4 2 2
split_gain=4.06961e-05 6.8564e-05 6.54131e-05 6.59959e-05 8.6309e-05 5.321e-05 5.04268e-05 0.000117436 2.71057e-05 2.5129e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 -0.084114999999999981 0.090905000000000014 -0.011514999999999999 0.10836000000000003 -0.06272999999999998 0.080080000000000012 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -7 -8
right_child=-2 -3 3 4 6 8 9 -9 -10 -11
leaf_value=-0.00053041821937760642 0.00037118206090200556 0.00041632375648674691 -0.00050767543407938113 -5.0360997383093588e-05 -0.00083502472087454655 0.00023569252695971847 0.00026335569511979484 0.00010086447191599959 0.00067938328044832741 -0.00016866565651630418
leaf_weight=0.0011606119731663771 0.0010089522689528353 0.0011319062231940858 0.0010009967711819253 0.0013309834785541902 0.0010603159155275666 0.0010968104657119399 0.0010631319468439456 0.0010031869271418165 0.0010232212932919057 0.0010088385846196994
leaf_count=136 225 276 182 1259 315 222 169 394 441 291
internal_value=0 -4.04679e-05 -9.35085e-05 -3.44595e-05 2.79788e-05 0.000256921 -0.000163072 -0.000380035 0.000449837 5.30053e-05
internal_weight=0 0.01088 0.0097481 0.00858749 0.00758649 0.00345102 0.00413547 0.0020635 0.00212003 0.00207197
internal_count=3910 3685 3409 3273 3091 1922 1169 709 663 460
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=9
num_cat=0
split_feature=474 160 4 42 15 160 2 1
split_gain=5.49961e-05 4.4052e-05 5.33226e-05 7.56617e-05 7.13944e-05 5.14856e-05 6.22019e-05 7.1557e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 0.24280000000000004 -1.0000000180025095e-35 -0.15202999999999997 0.090735000000000024 0.10113500000000002 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=-0.00032919982738313663 0.00043059371540461223 -0.00057054237398628145 0.00064339840437169585 0.00052295514575938186 -2.4332403183575952e-05 -0.00039167982259444425 -0.00020850558974315852 -8.34876176068997e-05
leaf_weight=0.0016785060054421213 0.0010611125226898379 0.0010074725806281052 0.0010704317796482708 0.0017503834574561692 0.0014489705621608254 0.0010003859077296791 0.0016513320052361832 0.0013063329470010174
leaf_count=927 424 800 206 548 190 222 321 272
internal_value=0 -3.6994e-05 1.6114e-05 -7.51409e-05 0.00025937 1.22917e-05 9.81293e-05 0.000263783
internal_weight=0 0.0109138 0.00923531 0.00671591 0.0025194 0.00570843 0.00470805 0.00305672
internal_count=3910 3486 2559 2163 396 1363 1141 820
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=10
num_cat=0
split_feature=484 159 47 2 2 2 0 0 3
split_gain=0.000198965 6.413e-05 9.22186e-05 8.8996e-05 9.72535e-05 6.20803e-05 6.02783e-05 5.21829e-05 4.02147e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10561500000000001 0.10113500000000002 0.086650000000000019 0.11125500000000001 -0.070894999999999986 -0.099024999999999988 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 -2 -7
right_child=1 -3 -4 5 6 8 -8 -9 -10
leaf_value=-0.00083141269940380897 0.00017033849848275862 0.00043658113135568876 0.00041782238699380461 -0.0007354452168287411 7.5794014180916871e-05 0.0001355535935797001 0.00072177521968703833 -0.00039558887171845718 -0.00040974436592107537
leaf_weight=0.0010234402512502233 0.0010448017231942733 0.0015892497407902903 0.0017587069826507833 0.0010154133696520366 0.0011449643311541692 0.0010140358286480516 0.0010784940487290973 0.0015643295386938982 0.0010671961517350849
leaf_count=627 127 522 193 262 705 316 102 968 88
internal_value=0 7.15082e-05 1.16201e-05 -7.84757e-05 8.78101e-05 -0.000337979 0.000389129 -0.000168969 -0.00014406
internal_weight=0 0.0112772 0.00968794 0.00792923 0.00483259 0.00309665 0.00222346 0.00260913 0.00208123
internal_count=3910 3283 2761 2568 1902 666 807 1095 404
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=8
num_cat=0
split_feature=1 0 157 16 0 0 3
split_gain=1.70561e-05 3.54195e-05 2.90122e-05 7.45188e-05 8.87263e-05 5.35209e-05 5.91048e-05
threshold=0.076710000000000014 -0.060094999999999989 -0.055684999999999991 -0.055679999999999993 -0.066689999999999985 -0.15517999999999996 -0.077894999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=-0.020181854859548928 0.018275534867417467 0.0019545836632000459 -0.0043778626148490941 -0.035217633425852136 0.0047205233941909654 0.0015444271000803539 0.033976506658105053
leaf_weight=0.0011515530636066755 0.0010132793725752412 0.0019414207749137951 0.0019016030645501976 0.0010827449874580442 0.001143971816705067 0.0010806916246537718 0.0011705680896754458
leaf_count=1801 302 207 231 385 247 356 381
internal_value=0 -0.00628709 0.00255687 6.02448e-05 -0.0146995 0.00797424 0.0184079
internal_weight=0 0.00309297 0.00739286 0.00637958 0.00222672 0.00415286 0.00225126
internal_count=3910 2008 1902 1600 632 968 737
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=10
num_cat=0
split_feature=39 39 3 48 2 13 48 2 16
split_gain=4.70271e-05 6.58961e-05 5.61371e-05 5.591e-05 8.26136e-05 7.42301e-05 7.71168e-05 0.000163708 2.42438e-05
threshold=0.092870000000000022 1.0000000180025095e-35 0.13772500000000001 -0.021829999999999999 0.11230000000000001 -0.086679999999999993 0.085425000000000015 0.084235000000000018 -0.055679999999999993
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=0.0003570741176641778 -0.000405207517850562 0.00051601508854393595 0.00034154381727148956 -0.00047780804808251088 -0.00054761125055811423 0.00047914480942865071 0.00048697123745215722 -0.00063537952343573317 5.3376353503628427e-05
leaf_weight=0.0010100241037054461 0.0010107856307974917 0.0010018305732918753 0.0014646183563964124 0.0011358837204777554 0.0014853946275708053 0.0010149150293759079 0.0012976209112636286 0.0012540163484627705 0.001042155709257888
leaf_count=179 244 222 204 543 322 385 284 1163 364
internal_value=0 3.72426e-05 -1.21821e-05 -7.5055e-05 -0.000135423 -2.88426e-05 8.18115e-05 -7.69713e-05 0.000263441
internal_weight=0 0.0107065 0.00970463 0.00824001 0.00722999 0.00574459 0.00460871 0.00331109 0.00205707
internal_count=3910 3666 3444 3240 3061 2739 2196 1912 749
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=8
num_cat=0
split_feature=49 15 16 47 159 2 0
split_gain=1.84718e-05 4.51031e-05 2.80598e-05 3.15025e-05 2.3486e-05 5.08949e-05 8.11677e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.45301499999999995 0.10783500000000001 0.073745000000000019 0.10113500000000002 -0.070894999999999986
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=0.020121791974085392 -0.016718083217539544 -0.0053661767076746015 -0.014587291003115017 0.015102912834140326 0.0098195346387456584 -0.020317212614217997 0.020688906196834788
leaf_weight=0.0013423111594515829 0.0011859775020758778 0.0014381166701652604 0.0013778833053885383 0.0011401214421066065 0.0011012339754664403 0.0016495652080278497 0.0012385673574320858
leaf_count=228 261 331 1701 182 439 533 235
internal_value=0 0.00693869 -0.00257158 6.64047e-06 -0.00320014 -0.00656105 0.00211165
internal_weight=0 0.00278043 0.00769335 0.00650737 0.00536725 0.00426602 0.00261645
internal_count=3910 559 3351 3090 2908 2469 1936
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=9
num_cat=0
split_feature=3 39 48 0 47 52 13 16
split_gain=5.97732e-05 7.30267e-05 8.37816e-05 8.03413e-05 5.90481e-05 5.65929e-05 9.94634e-05 0.000155738
threshold=0.16699000000000003 0.005105000000000001 0.11379500000000002 -0.17106499999999999 0.085165000000000018 -0.053514999999999993 -0.083924999999999986 -0.15168999999999996
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=0.00034274309197978339 0.00041213769438616128 0.00031305178631832947 -0.00060990327751017767 5.6042519371174191e-05 0.00021489087721289241 9.896225991516527e-05 -7.2208756822910626e-05 -0.0010934063974798874
leaf_weight=0.001629083577378068 0.0012139712476685978 0.001816404489797867 0.0011595131543459163 0.0016411602993115109 0.0013782828031936017 0.0010966330986573363 0.0010737651687127581 0.0012340097242557898
leaf_count=173 194 425 120 684 330 595 147 1242
internal_value=0 -4.62726e-05 -0.00011712 -4.6166e-05 -0.000144793 -0.000243047 -0.000387229 -0.000618262
internal_weight=0 0.0110289 0.00921245 0.00805293 0.00642385 0.00504557 0.00340441 0.00230777
internal_count=3910 3716 3291 3171 2998 2668 1984 1389
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=10
num_cat=0
split_feature=484 159 15 52 0 0 16 42 48
split_gain=0.000163114 5.8387e-05 6.17507e-05 7.53486e-05 8.92825e-05 8.08884e-05 7.03327e-05 6.07078e-05 0.000134949
threshold=-1.0000000180025095e-35 0.088320000000000023 1.0000000180025095e-35 0.11110500000000002 0.12007500000000002 -0.066689999999999985 -0.15168999999999996 0.08221500000000001 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -4 8 -2
right_child=1 -3 6 -5 -6 -7 -8 -9 -10
leaf_value=-0.00085380747394159468 0.00038757387919795749 0.00034720905273429899 -4.4794645542636671e-05 0.0003948041150372085 -0.00062661610878883914 0.00040973381170832492 -0.00077185693986207588 -0.00049682295445985767 -0.00042632262280623906
leaf_weight=0.0010602801441335951 0.0016797385201819664 0.0012655146766272782 0.0010354967512980484 0.0013791239528215798 0.0010742149553136793 0.0013472003834649349 0.0010109289290879649 0.0012912666531734013 0.0014675058382075279
leaf_count=627 345 388 89 262 126 256 1207 413 197
internal_value=0 -5.02174e-05 -9.91164e-05 -2.33986e-05 -0.000107474 -1.10869e-05 -0.000403962 -0.000138817 8.06796e-06
internal_weight=0 0.011551 0.0102855 0.00823905 0.00685993 0.00578571 0.00204643 0.00443851 0.00314724
internal_count=3910 3283 2895 1599 1337 1211 1296 955 542
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=10
num_cat=0
split_feature=147 11 3 16 160 1 47 48 3
split_gain=3.45791e-05 4.59159e-05 6.25274e-05 5.72563e-05 3.42175e-05 6.82513e-05 0.000131554 4.17072e-05 3.60759e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.080734999999999987 0.099595000000000017 0.086785000000000015 0.085845000000000019 -0.0045049999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 -6
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=0.00042855464499987305 0.00033788919738516785 -0.00041430620704573421 -0.00047436524730463877 -0.00030767010094807088 -0.00025747422171837651 0.00080678376626400314 -0.00011513111870541658 -0.0004316572822739695 0.0002208361209577008
leaf_weight=0.0011658044255561618 0.0010131039228917912 0.0011327025791765732 0.0010938413158395202 0.0011155953953396591 0.001001731018924844 0.0011351640596321474 0.0012508013558245341 0.0010564206399865995 0.0015356474549047309
leaf_count=144 191 269 337 635 1506 303 150 260 115
internal_value=0 -4.14552e-05 3.68956e-06 -5.67937e-05 7.58035e-06 6.6394e-05 0.000323486 -0.000104292 3.20041e-05
internal_weight=0 0.0104877 0.00935501 0.0081892 0.00709536 0.00597976 0.00238597 0.0035938 0.00253738
internal_count=3910 3719 3450 3306 2969 2334 453 1881 1621
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=8
num_cat=0
split_feature=42 43 3 4 47 3 4
split_gain=1.79934e-05 3.40976e-05 8.47216e-05 3.28954e-05 4.40161e-05 5.07208e-05 5.27993e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 -0.23071499999999998 0.077735000000000012 0.096385000000000012 -0.0010999999999999996
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=-0.010606484818963063 -0.0032187315592719229 -0.017233028268067271 0.032896642022608863 0.01178257426981872 -0.016539489121849157 0.018464759119950668 -0.01891649809140113
leaf_weight=0.0014238890002339641 0.0016702796065111891 0.0012277435251221826 0.0010628860862175508 0.0010804380262427308 0.0011211559990647515 0.0017811108670827448 0.0011636248258361634
leaf_count=1060 847 227 486 624 154 248 264
internal_value=0 0.00148174 0.010826 -0.00252502 0.000983822 0.0058647 -0.00413597
internal_weight=0 0.00910724 0.00273317 0.00637407 0.00514633 0.00402517 0.00224406
internal_count=3910 2850 1333 1517 1290 1136 888
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=8
num_cat=0
split_feature=4 12 4 1 12 0 15
split_gain=1.55895e-05 4.11669e-05 5.48251e-05 4.02135e-05 5.02002e-05 4.09661e-05 3.82044e-05
threshold=0.24280000000000004 0.098845000000000016 0.055260000000000011 0.10444500000000001 0.090195000000000011 -0.10131499999999999 -0.14487999999999998
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=0.0056675453279157219 0.016537006344904147 -0.021021521200700315 -0.021107383807330182 0.020754061625840051 0.019653219312213505 -0.016050509194621129 -0.0069832043767245394
leaf_weight=0.0016536438941881062 0.0015780839077114139 0.0010345763598153942 0.0010046282413875467 0.0011700047955834833 0.0010027114235891389 0.0018293201616973926 0.001228017282763426
leaf_count=254 348 506 257 278 655 1411 201
internal_value=0 -0.0024632 0.000419555 0.00424342 -6.30698e-05 -0.0057392 0.006244
internal_weight=0 0.00769488 0.00666031 0.00565568 0.00448568 0.00348296 0.0028061
internal_count=3910 3361 2855 2598 2320 1665 549
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=9
num_cat=0
split_feature=376 43 4 47 4 52 1 15
split_gain=4.38696e-05 6.1529e-05 5.81589e-05 7.2184e-05 5.21519e-05 4.0548e-05 0.000115929 0.000106337
threshold=0.084770000000000026 -0.083899999999999988 -0.23071499999999998 0.09252500000000001 0.0021050000000000005 -0.072349999999999984 0.087545000000000026 -0.20388499999999996
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=-1.9502528791359096e-05 0.00039189087970207756 -0.00051861730823888307 -0.00021467443276841942 -0.00047243269686621415 0.00053604586743117666 -0.00040134729277366065 -0.0001426895218443017 0.00062044534165241715
leaf_weight=0.0014736673755282651 0.0010083052682379025 0.001195460672474411 0.0016840620675834372 0.0012810694105485909 0.0011618620407624783 0.0010926652996100833 0.0011020030498211535 0.0019340327683672262
leaf_count=737 136 241 433 261 215 1209 185 493
internal_value=0 -3.55594e-05 -0.000118533 -5.11099e-05 0.000225409 4.1745e-05 0.000146336 0.000343447
internal_weight=0 0.0109248 0.00828929 0.00709383 0.00263553 0.00581276 0.0041287 0.00303604
internal_count=3910 3774 2822 2581 952 2320 1887 678
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=8
num_cat=0
split_feature=376 43 4 47 4 15 3
split_gain=1.62222e-05 4.24808e-05 6.424e-05 5.14483e-05 0.000104893 4.43721e-05 7.51995e-05
threshold=0.048375000000000008 -0.074254999999999988 0.08734500000000002 0.09252500000000001 -0.06272999999999998 -0.10192499999999999 0.096385000000000012
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=-0.0032347840792281805 0.011091226841806398 -0.025181810546551716 0.026748828229602437 -0.026746230020855733 -0.0067973031431353779 -0.0010840953493811529 0.035072640237551231
leaf_weight=0.0018652045165550449 0.0011492707771240231 0.0014460603289346836 0.0011583023209633409 0.0010183886245895913 0.0015361882852073265 0.0012849420418753925 0.0010414391256370421
leaf_count=1199 206 1168 218 210 310 466 133
internal_value=0 -0.00149849 0.00825191 -0.00615794 -0.00220835 0.0063924 0.015102
internal_weight=0 0.00935053 0.00302351 0.00632702 0.00530863 0.00386257 0.00232638
internal_count=3910 3704 1417 2287 2077 909 599
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=8
num_cat=0
split_feature=3 3 39 52 42 4 52
split_gain=1.66285e-05 3.59242e-05 5.66384e-05 5.47506e-05 5.07833e-05 5.63737e-05 7.30327e-05
threshold=0.13772500000000001 0.11265500000000002 0.085060000000000011 0.092885000000000009 0.085775000000000004 0.0057500000000000008 -0.066329999999999986
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=-0.019642533164004185 0.0095095614973581804 -0.018167143472888843 0.022143324728445497 -0.023030202573679017 -0.013393432393049296 0.021414647106805684 0.016293321164929823
leaf_weight=0.0012052179428194525 0.0015342077870882835 0.0011610076326429297 0.0010624880927206466 0.0011067776645422482 0.001654449874999929 0.0016722258155431472 0.0010655268111251096
leaf_count=484 239 90 381 723 894 293 806
internal_value=0 -0.00176033 0.000692252 -0.00270734 0.0013111 0.00748105 -0.00277995
internal_weight=0 0.00892769 0.00776669 0.0067042 0.00559742 0.00394297 0.00227074
internal_count=3910 3671 3581 3200 2477 1583 1290
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=9
num_cat=0
split_feature=474 160 42 160 0 48 52 4
split_gain=3.88445e-05 7.00695e-05 7.75826e-05 6.02823e-05 5.99057e-05 9.05975e-05 5.62686e-05 0.000101371
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.15517999999999996 0.08593000000000002 0.071660000000000015 0.08734500000000002
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=-0.00041117846507018082 0.00036096231967512648 -0.00042492906800948785 -0.0001562081170619896 -0.00033967530898635127 -0.0004615046169544302 0.00080144652183620428 0.00043791093695901316 0.00032589569838827395
leaf_weight=0.0016458766887482061 0.0010223928256937647 0.0012484689663764727 0.0016437786179506865 0.0010318218815367304 0.0011628067471549919 0.0010059059949854652 0.0015567305305939846 0.0013683331279581411
leaf_count=927 424 869 168 248 507 258 323 186
internal_value=0 -3.91358e-05 2.87669e-05 0.000101672 0.000169262 0.000274292 0.000144575 -3.58363e-05
internal_weight=0 0.0106637 0.00901785 0.00776938 0.00673756 0.00509378 0.00408787 0.00253114
internal_count=3910 3486 2559 1690 1442 1274 1016 693
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=3.50894e-05 5.22588e-05 5.52111e-05 5.40703e-05 7.84076e-05 8.88881e-05 7.232e-05 5.02526e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.011169999999999998 -0.0066199999999999991
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=0.00045355848445217814 -0.00035434049825488096 -0.00044482645182018234 -0.00054964977329622017 0.00037727857826662956 -0.00050210608649243127 3.7829943678500604e-05 0.00015086905420185715 0.00051429682919482676
leaf_weight=0.0010070817021024326 0.0010064756225645491 0.0010298347313525283 0.0012851007702240731 0.0014731078372617005 0.0011573470470842015 0.0018444079801442945 0.0010134214288150488 0.0015801604253870755
leaf_count=264 715 286 1391 184 201 463 77 329
internal_value=0 2.90957e-05 -1.64602e-05 3.63492e-05 -3.6644e-05 5.74836e-05 -0.00024079 0.000257681
internal_weight=0 0.0103905 0.00938338 0.00835355 0.00688044 0.00572309 0.00229852 0.00342457
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=9
num_cat=0
split_feature=48 3 0 49 151 16 15 0
split_gain=3.72693e-05 7.03858e-05 7.94575e-05 5.35909e-05 5.06755e-05 4.44723e-05 6.72986e-05 5.49544e-05
threshold=0.11930500000000001 -0.13927999999999999 -0.23029999999999998 -0.0019649999999999997 -0.024429999999999997 -0.15168999999999996 -0.07142999999999998 -0.032484999999999993
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=0.0003786087905336752 -0.00036877963144600872 0.00041911230405066807 -8.4499920750471789e-05 0.00028297111261698765 -0.00070619969751453324 -0.00055404610863912405 0.0002600037101034825 -0.00025807379941548806
leaf_weight=0.001807742489868259 0.0010057521220927035 0.0012171194285336981 0.0010108395032041267 0.0013858950501052271 0.001005481239220563 0.0010427083866242333 0.0017012618895715884 0.0014650687487548851
leaf_count=347 161 119 399 317 221 647 1540 159
internal_value=0 2.61137e-05 -4.60649e-05 -0.000120452 -0.000394524 -2.16806e-05 -0.000121992 2.0288e-05
internal_weight=0 0.0106361 0.00882837 0.00761125 0.00201632 0.00559493 0.00420904 0.00316633
internal_count=3910 3749 3402 3283 620 2663 2346 1699
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=9
num_cat=0
split_feature=159 1 0 42 2 3 4 0
split_gain=4.73897e-05 4.45018e-05 4.57594e-05 7.99186e-05 0.000120989 7.66934e-05 6.38634e-05 3.52183e-05
threshold=-0.034019999999999988 0.12958500000000003 -0.076734999999999984 0.085330000000000003 0.11230000000000001 -0.115685 0.0057500000000000008 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 -2 -7
right_child=1 -3 5 -5 -6 7 -8 -9
leaf_value=-0.00040189199836721467 -0.00011352727801208967 0.00034725739518700255 0.00048296197164064854 -0.00061019316428849489 -0.00061211416820660639 0.00019760106174201669 0.00040766303415529632 -0.00028881812489492609
leaf_weight=0.0010569246937180672 0.0017754547868507285 0.0014954547741919634 0.0015665729800409811 0.0010736223709143736 0.0010223888658982931 0.0010098393856533168 0.0018413349960476283 0.0013207489155489379
leaf_count=520 1045 298 203 760 128 528 236 192
internal_value=0 3.26091e-05 -1.63549e-05 -0.000128108 -1.65411e-05 0.000147462 0.000151815 -7.80536e-05
internal_weight=0 0.0111054 0.00960996 0.0057128 0.00463918 0.00389716 0.00361679 0.00233059
internal_count=3910 3390 3092 2169 1409 923 1281 720
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=10
num_cat=0
split_feature=1 160 16 15 52 13 150 13 13
split_gain=4.6594e-05 5.28544e-05 7.13326e-05 4.77153e-05 6.69925e-05 0.000100526 9.52858e-05 7.58127e-05 5.51179e-05
threshold=0.13662500000000002 -0.063534999999999994 0.0015250000000000001 -0.19153499999999998 -0.092854999999999979 -0.083514999999999992 0.082085000000000019 -0.16277999999999995 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 8 -6 -7
right_child=-2 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00012121833976471772 0.00039567350679915356 -0.00050873787750081246 0.00061004963342635096 -0.00046081367758060563 -1.0025146652338866e-05 -0.00056235037272250193 0.00025631750174316285 0.00070680126095359842 -3.2130566805178592e-06
leaf_weight=0.0010326658663578224 0.0010218717040847295 0.0010084172153872932 0.0010188477237441211 0.0013128973676541115 0.0011028645310324926 0.0018324169995609461 0.0014749457596916577 0.0011680003968803088 0.0010757476763939185
leaf_count=689 225 193 260 639 74 1081 174 443 132
internal_value=0 -4.1991e-05 0.000241953 -0.000106893 -5.6029e-05 2.38392e-05 -0.000149634 0.000358669 -0.000355522
internal_weight=0 0.0110268 0.00205151 0.00897529 0.00796687 0.00665398 0.00438311 0.00227086 0.00290816
internal_count=3910 3685 949 2736 2543 1904 1387 517 1213
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=10
num_cat=0
split_feature=484 475 43 49 16 16 48 0 43
split_gain=0.000175705 7.79672e-05 7.51815e-05 9.81612e-05 8.8642e-05 0.000126117 5.21254e-05 7.60292e-05 6.16632e-05
threshold=-1.0000000180025095e-35 -0.048844999999999993 -0.074254999999999988 0.093425000000000022 0.22945500000000005 -0.17157499999999998 0.086125000000000021 -0.14012999999999998 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 -3 7 -4 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00077676061794191404 0.00056022822954842797 0.00052684082281184339 0.00029388896443600075 0.00044453528993727994 0.0006511713093267917 -0.00032812806616346068 -0.00054250794213066061 -0.00051125972774449338 5.479491155663299e-05
leaf_weight=0.0010392450855179003 0.0011042143826808697 0.0011326961826339697 0.001280277592515559 0.0010284069941079027 0.0012813016064807349 0.0016008193057378782 0.0013984025062891712 0.0017772137868968547 0.0012676376435691245
leaf_count=627 421 196 152 243 150 648 217 1055 201
internal_value=0 6.40265e-05 1.31371e-05 -0.000113209 0.00022562 2.61483e-05 -0.000213425 -0.000107025 -0.000275599
internal_weight=0 0.011871 0.0107668 0.00675194 0.00401482 0.00273352 0.00572353 0.00432513 0.00304485
internal_count=3910 3283 2862 1868 994 844 1625 1408 1256
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=9
num_cat=0
split_feature=474 160 42 160 43 43 1 4
split_gain=3.21536e-05 7.57761e-05 7.08233e-05 6.82099e-05 5.28418e-05 5.97759e-05 5.89554e-05 7.36593e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.074254999999999988 -0.089949999999999988 0.090540000000000023 0.24280000000000004
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=-0.0004110581768467721 0.00034453941913663197 -0.00038006889923307879 0.00012281078044400993 -0.00035363301664851786 0.00034481231461360774 0.00079715054995762495 -0.00045471004788873474 0.00018638674218325059
leaf_weight=0.0016260976164278228 0.0010099568701038885 0.0012697556007989982 0.0010215362925871658 0.0010159097440569686 0.0018825430844958118 0.0010002551812927558 0.0012615924961435483 0.0015182340262830277
leaf_count=927 424 869 163 248 530 227 324 198
internal_value=0 -2.16141e-05 4.89864e-05 0.000119738 0.000191685 0.000456432 7.68802e-05 -0.000104568
internal_weight=0 0.0105959 0.00896983 0.00770007 0.00668416 0.00202179 0.00466237 0.00277983
internal_count=3910 3486 2559 1690 1442 390 1052 522
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=9
num_cat=0
split_feature=41 150 3 150 15 15 0 52
split_gain=5.52926e-05 5.24926e-05 7.24529e-05 7.51587e-05 8.64468e-05 6.31163e-05 9.81362e-05 5.59343e-05
threshold=0.075585000000000013 0.11398500000000002 -0.10628499999999998 0.075065000000000007 -0.017214999999999998 -0.15202999999999997 -0.10462499999999998 0.084240000000000023
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 7 6 -8 -9
leaf_value=0.00041134074710580837 -0.00044437192183131169 -0.00037953959663051309 8.6725293743255936e-05 0.00042064854930218677 0.00037475121896244056 -0.00093873230128522329 -0.00015352468274751384 -0.0001729992257772762
leaf_weight=0.0019884795821892556 0.0010226000810267801 0.001076113130752245 0.0011782617181601155 0.0013236094571348776 0.0018098632167371687 0.0010067131195408731 0.0015606138528103503 0.0011867415540840233
leaf_count=340 221 148 328 313 834 160 788 778
internal_value=0 3.20555e-05 7.61087e-05 -6.53677e-06 -9.04007e-05 -0.000288991 -0.000461424 0.000157826
internal_weight=0 0.0111304 0.0100543 0.0080658 0.00674219 0.00374559 0.00256733 0.0029966
internal_count=3910 3689 3541 3201 2888 1276 948 1612
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=10
num_cat=0
split_feature=484 159 150 124 1 15 15 16 43
split_gain=0.000177288 6.46147e-05 7.73948e-05 7.70995e-05 0.00011472 7.01948e-05 7.31162e-05 7.61017e-05 4.73097e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.11398500000000002 -0.018779999999999995 0.12864500000000004 -0.11739999999999999 1.0000000180025095e-35 -0.014099999999999998 -0.00084499999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00079239894282951155 -0.00039680501265342683 0.00047582747551122941 -0.00049203928021831719 -0.00039003709292430381 0.00073438735156076235 -1.0870943326854104e-05 -0.00025356102283014513 0.00021810786308946672 0.00080106864136594543
leaf_weight=0.0010152940463814845 0.0011839804753634607 0.001291137011756688 0.0010569103466810887 0.0011768337379918512 0.0010764133771713957 0.0019550505388418616 0.0013746187834848562 0.0010202956327246548 0.001125760893908795
leaf_count=627 225 400 145 203 151 337 1232 363 227
internal_value=0 6.3098e-05 9.64788e-06 6.91386e-05 0.000140515 4.44242e-05 0.000137798 0.000268974 0.000523913
internal_weight=0 0.011261 0.00996986 0.00891295 0.00772897 0.00665256 0.00547573 0.00410111 0.00214606
internal_count=3910 3283 2883 2738 2513 2362 2159 927 590
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=8
num_cat=0
split_feature=132 42 52 47 15 15 0
split_gain=1.99816e-05 5.68758e-05 4.61225e-05 6.42096e-05 9.25921e-05 6.64661e-05 6.26036e-05
threshold=0.024060000000000002 -1.0000000180025095e-35 -0.092854999999999979 0.09252500000000001 -0.23033499999999998 -0.033649999999999992 -0.083564999999999987
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=-0.022711764837481163 0.013293887000503683 -0.017476741214360613 -0.018170570920129473 -0.018059543867892866 0.028865135626950301 0.020980032287603281 -0.0067158382303686929
leaf_weight=0.0011189237320729179 0.0010063797697919983 0.0011377542224749434 0.0011083991795717962 0.001106769847048359 0.0018510371048303434 0.0014347936989242908 0.0018928550650748391
leaf_count=856 419 560 227 235 479 548 586
internal_value=0 -0.00151335 0.00126683 0.00415106 0.00806099 0.0136754 0.00522588
internal_weight=0 0.00965053 0.00853161 0.00739385 0.00628709 0.00517869 0.00332765
internal_count=3910 3491 2635 2075 1840 1613 1134
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=8
num_cat=0
split_feature=0 1 2 0 48 3 13
split_gain=1.96034e-05 4.67255e-05 5.44957e-05 7.03986e-05 7.43855e-05 3.85905e-05 4.67078e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 -0.15007499999999999 0.086870000000000017 -0.13927999999999999 -0.07409499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7
right_child=5 2 3 -5 -6 6 -8
leaf_value=-0.018632099324372983 0.021697321782588416 -0.014478870546952015 0.016993852292615373 0.029332813154545407 -0.016949885962789336 0.015927794456363237 -0.010811868216375186
leaf_weight=0.0015429266728238019 0.0010735084185158339 0.0015609896899644229 0.0012116384565615374 0.0010759679628316149 0.0013819812015136712 0.0010546154547988705 0.001716443376997793
leaf_count=1948 199 729 144 268 115 113 394
internal_value=0 -0.0033398 0.00117115 0.00782844 -0.00109269 0.00560063 -0.000635231
internal_weight=0 0.0067735 0.00523058 0.00366959 0.00259362 0.00384457 0.00277106
internal_count=3910 3204 1256 527 259 706 507
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=8
num_cat=0
split_feature=1 52 0 0 2 151 2
split_gain=1.74492e-05 3.43854e-05 5.39653e-05 4.26643e-05 3.97523e-05 6.34837e-05 3.31858e-05
threshold=0.12864500000000004 0.11401500000000002 -0.076734999999999984 -0.10575999999999998 0.086245000000000002 -0.0088999999999999982 0.091985000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=0.016235411995358079 0.00944937900390788 -0.018351319522607323 -0.0035069998044573699 -0.022531755637055517 -0.026284718049420119 0.0055793713534143278 0.0184001878281876
leaf_weight=0.0010009542833432795 0.001622959257226375 0.0011032529350344595 0.0010539445122629476 0.0011910498386535837 0.0010447608834828533 0.0015571886869087627 0.0020106205462007334
leaf_count=121 331 580 352 1588 158 254 526
internal_value=0 -0.00181942 0.000501489 -0.0061241 -0.000700048 -0.00721502 0.010866
internal_weight=0 0.00896177 0.00785852 0.00479395 0.0036029 0.00260195 0.00306457
internal_count=3910 3579 2999 2121 533 412 878
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=9
num_cat=0
split_feature=160 42 43 3 49 0 15 16
split_gain=1.69858e-05 3.05225e-05 5.01982e-05 6.59894e-05 3.967e-05 6.1389e-05 4.37149e-05 5.4895e-05
threshold=0.091575000000000017 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.029304999999999998 0.0059850000000000016 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=-0.012665030587781284 -0.012439761812333052 0.00067224407566378807 0.013150591569774529 0.033114424880031447 0.0092697021109091303 -0.026695188121463206 0.017122099250999712 -0.022966011459284293
leaf_weight=0.0013583158199979703 0.0010064821407249581 0.00139877633264743 0.0013621450677833817 0.001136317761910016 0.0010038450681178731 0.0011093054181917986 0.0010673936407857945 0.0011150845080453039
leaf_count=975 369 645 207 516 177 199 628 194
internal_value=0 0.00121848 0.00352026 0.015214 -0.00171937 -0.00643463 0.000618996 -0.00769431
internal_weight=0 0.00955118 0.00819287 0.00253509 0.00565777 0.00429563 0.00318632 0.00211893
internal_count=3910 3541 2566 1161 1405 1198 999 371
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=10
num_cat=0
split_feature=50 15 160 12 151 43 16 16 13
split_gain=4.92349e-05 7.40092e-05 5.62841e-05 6.30415e-05 6.73781e-05 6.71583e-05 7.71955e-05 4.18108e-05 3.10588e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 -0.036459999999999992 -0.076429999999999984 -0.074254999999999988 -0.057604999999999996 0.15100500000000003 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.00053246063465833327 -0.00040353274572337277 -0.00033865837840608206 -0.00045321629851073923 0.00051503761841905759 0.00051713102043564384 -0.00042354160240897485 0.00040581360766353655 -0.00014811309143344167 5.9748618142630186e-05
leaf_weight=0.0010554540903723987 0.00106099192368479 0.001449378995319329 0.0010064401581541668 0.0012941453536201245 0.0011543552891309474 0.0018493080289392343 0.0010374709618155315 0.0010583133418263565 0.0011291284110464229
leaf_count=264 715 265 302 312 441 772 354 262 223
internal_value=0 3.86958e-05 -1.35309e-05 3.57906e-05 0.000107935 2.33485e-05 -0.000131553 0.000126096 0.000290966
internal_weight=0 0.011034 0.00997854 0.0089721 0.00752272 0.00622858 0.00394509 0.00209578 0.00228348
internal_count=3910 3195 2931 2629 2364 2052 1388 616 664
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=10
num_cat=0
split_feature=50 15 15 13 16 16 52 457 4
split_gain=4.07948e-05 8.05887e-05 6.06795e-05 6.83298e-05 7.0639e-05 8.34147e-05 6.54045e-05 5.95945e-05 1.89511e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 -0.19424999999999998 0.26538000000000006 1.0000000180025095e-35 0.084485000000000018 -0.010074999999999999
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=0.0005385620063062135 -0.00037817578009706617 -0.00046846781615828497 -0.00042428298631630652 0.00040035996841597391 0.00039988586135258176 -0.00041482481515375981 0.00053839960112046445 -0.00036961415955116513 2.5001914639520135e-05
leaf_weight=0.0010606194953403621 0.0010580354436593347 0.0010816285473342424 0.0015669541984902578 0.0015285742307944343 0.0010087018299832046 0.001186741197461821 0.0013087597928597705 0.001030578396330601 0.0010666902488897796
leaf_count=264 715 286 256 184 413 413 865 155 359
internal_value=0 2.51967e-05 -3.04844e-05 2.39867e-05 -5.627e-05 4.66778e-05 0.000170736 1.58142e-05 0.000207207
internal_weight=0 0.0108392 0.00977863 0.008697 0.00716843 0.00560147 0.00441473 0.00310597 0.00207539
internal_count=3910 3195 2931 2645 2461 2205 1792 927 772
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=8
num_cat=0
split_feature=4 0 42 15 0 3 1
split_gain=1.70391e-05 2.99332e-05 4.739e-05 5.68388e-05 6.60955e-05 4.5222e-05 2.8071e-06
threshold=0.27608500000000008 -0.06402999999999999 0.085330000000000003 -0.074174999999999977 -0.14733499999999997 -0.074234999999999982 0.11353000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -2
right_child=6 5 -4 -5 -6 -7 -8
leaf_value=-0.0086362505816904682 0.011859182912194345 0.016972167518084835 -0.025781656553954424 -0.014190978635159042 0.027036995395019209 -0.0059591397940320159 0.0044324457891566976
leaf_weight=0.0010192597239922895 0.0010156355374293939 0.0016694016490144982 0.0010551783848168289 0.0019616451568718572 0.0010590285611806628 0.0017737072778862778 0.0010201148947114693
leaf_count=124 130 277 1188 1053 470 357 311
internal_value=0 -0.00204351 -0.00691085 -0.00198204 0.00954168 0.00515917 0.00813764
internal_weight=0 0.00853822 0.00509511 0.00403993 0.00207829 0.00344311 0.00203575
internal_count=3910 3469 2835 1647 594 634 441
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 150 4 3
split_gain=1.56679e-05 3.87409e-05 8.4172e-05 8.04097e-05 4.6402e-05 4.85396e-05 6.86949e-05 3.3685e-05
threshold=0.10513500000000002 0.11401500000000002 -0.090744999999999978 0.10045500000000002 0.09252500000000001 0.087235000000000021 -0.0077799999999999996 -0.069414999999999991
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=-0.002294892421046768 0.011377410112405789 -0.019101048115451769 -0.018482428197379972 0.03649631398590851 -0.02381446995077198 -0.016504311293349561 0.020937374764890306 0.0066343486659908753
leaf_weight=0.0010195463354211783 0.001073078043496792 0.0010906542755210235 0.0011276588149567643 0.001122920200170535 0.0010772341908359476 0.0014514869392625676 0.0015719928040368036 0.0010141943968218334
leaf_count=314 366 570 1209 167 211 254 563 256
internal_value=0 -0.00137187 0.000934188 0.0180365 -0.00493539 -0.000998144 0.00506215 -0.00658932
internal_weight=0 0.00947569 0.00838503 0.00214247 0.00624257 0.00516533 0.00371385 0.00214185
internal_count=3910 3544 2974 481 2493 2282 2028 1465
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=9
num_cat=0
split_feature=1 42 3 15 47 0 16 15
split_gain=1.66588e-05 2.53146e-05 4.42575e-05 8.78464e-05 6.09947e-05 5.5567e-05 6.40876e-05 1.87628e-05
threshold=0.12864500000000004 0.092635000000000009 -0.08348499999999999 -0.021529999999999997 0.077735000000000012 -0.23029999999999998 0.05259500000000001 -0.013439999999999999
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=0.034153887229185914 0.0092963772884923201 -0.015870968822727882 0.019548448199581028 -0.0043027867632480987 -0.026560834857916573 -0.026799058069508608 0.012492829469265141 -0.0075016736129905927
leaf_weight=0.0010015514833504574 0.0016094288621251096 0.0011123092098223051 0.0011203887337223302 0.0014596957919705323 0.0010424876551449695 0.0010034138342598837 0.0011479178989354435 0.0010120200512943231
leaf_count=338 331 706 93 973 278 480 234 477
internal_value=0 -0.00175919 0.000256436 0.0113463 -0.0048682 0.000410906 -0.00636719 -0.0171092
internal_weight=0 0.00889978 0.00778748 0.00246125 0.00532623 0.00428374 0.00316335 0.00201543
internal_count=3910 3579 2873 1311 1562 1284 1191 957
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=8
num_cat=0
split_feature=11 43 2 4 1 43 42
split_gain=1.83832e-05 3.41081e-05 6.35541e-05 3.72378e-05 5.03859e-05 7.34235e-05 3.20657e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 0.08734500000000002 0.095575000000000007 0.0033500000000000005 0.085195000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.01369982126306267 -0.012240506108209863 -0.019963610386575646 0.027594546057521624 -0.014416140321173544 0.018386076530306505 0.012919164873439451 0.011005777608935827
leaf_weight=0.0010257263052773527 0.0011078662035106128 0.0015292202155890763 0.0012268270514256769 0.0019625895471952785 0.0013231678513316663 0.0012214045932132419 0.0010769280196021055
leaf_count=641 279 815 556 372 256 460 531
internal_value=0 0.00138157 0.00950716 -0.00310026 0.00235128 -0.00536214 -0.00104622
internal_weight=0 0.00936586 0.00332948 0.00603638 0.00407379 0.00275062 0.00210265
internal_count=3910 3631 1728 1903 1531 1275 1172
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=8
num_cat=0
split_feature=4 15 12 52 2 3 1
split_gain=1.69647e-05 4.14497e-05 5.3489e-05 4.14766e-05 3.71077e-05 3.4553e-05 4.1452e-05
threshold=0.17888000000000001 0.079360000000000014 0.093375000000000014 -0.092854999999999979 0.10796500000000002 0.092005000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -5
right_child=4 -3 -4 5 -6 -7 -8
leaf_value=-0.012449674812167898 0.017470280758019648 -0.021251343758075598 -0.018300086887308675 -0.00042883653519541526 -0.0044080599723266408 -0.0048299344343681796 0.024775206557349255
leaf_weight=0.0010826810949567545 0.0014974390074754193 0.0010321458495499338 0.0012346789466778623 0.0010252518844254496 0.0016074108144627361 0.0011697741582580509 0.0017949798766478992
leaf_count=423 277 1410 491 451 318 148 392
internal_value=0 -0.00267414 0.000365864 0.00490911 0.00614365 0.00961938 0.0156127
internal_weight=0 0.00733951 0.00630737 0.00507269 0.00310485 0.00399001 0.00282023
internal_count=3910 3315 1905 1414 595 991 843
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=8
num_cat=0
split_feature=51 1 16 43 4 4 0
split_gain=1.72183e-05 3.47213e-05 3.32012e-05 0.000109214 4.57139e-05 5.47137e-05 6.77316e-05
threshold=-0.09021499999999999 0.11561500000000001 0.20277000000000003 -0.089949999999999988 -0.076854999999999993 0.0057500000000000008 -0.17106499999999999
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=0.0098903808188762366 -0.037389891503312032 0.010771509628854819 0.010971532453315919 0.016028228874513415 -0.024044010570042039 0.021551642231556215 -0.011480203725827672
leaf_weight=0.0014936557783768083 0.0010315065677091286 0.0017834312329854723 0.0011213889801088882 0.0011316005685904473 0.0012486790866302025 0.0010180309694492464 0.0015907503923995941
leaf_count=515 482 451 197 812 951 99 403
internal_value=0 -0.00170994 -0.00482671 -0.00776929 -0.00164512 -0.00682966 0.00140989
internal_weight=0 0.00892539 0.00714196 0.00602057 0.00498906 0.00385746 0.00260878
internal_count=3910 3395 2944 2747 2265 1453 502
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=8
num_cat=0
split_feature=43 0 15 52 16 2 2
split_gain=1.76001e-05 3.59575e-05 7.11949e-05 2.9818e-05 8.10081e-05 3.00931e-05 2.14538e-05
threshold=-0.049504999999999987 -0.017269999999999997 -0.052074999999999989 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 0.11260500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=0.013078297553062071 -0.015157884249325682 0.020947976585642472 -0.0198783554862146 -0.018618018952806535 0.021556570812220441 0.01053401000883053 -0.0088609915143263562
leaf_weight=0.0015634409594276468 0.0015752781831722606 0.0010677447563830081 0.0011287012359488128 0.0013991726595123065 0.0013511039666312353 0.0010482981577316895 0.0012508633211771676
leaf_count=807 427 177 840 857 228 325 249
internal_value=0 0.00541971 -0.000739032 -0.00314635 0.000600906 -0.00705478 -1.78787e-05
internal_weight=0 0.00375989 0.00269214 0.00662472 0.00504944 0.00369833 0.00229916
internal_count=3910 1824 1647 2086 1659 1431 574
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=10
num_cat=0
split_feature=474 160 42 52 43 2 4 3 4
split_gain=4.61166e-05 8.6121e-05 5.52712e-05 4.46521e-05 7.96838e-05 7.4834e-05 6.35675e-05 5.30707e-05 4.63036e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.113945 0.0057500000000000008 -0.036619999999999993 -0.04738499999999999
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=-0.00045416284442258294 0.00039649858458266489 -0.00035071453052153633 0.00029419728015913325 0.00047686988156027833 -0.00043521312991348047 -0.00030679549274455746 0.00016948193730876573 0.00077539737015965785 -0.00028839705324311648
leaf_weight=0.0016411553662585695 0.0010131660687472824 0.0012317858567922292 0.00107276542471628 0.0010287519116501595 0.0011346919550284749 0.0011592899135885407 0.0010674721012398358 0.0011593791221178327 0.0010262487129060552
leaf_count=927 424 869 576 153 142 265 121 133 300
internal_value=0 -4.15091e-05 3.47521e-05 9.68305e-05 3.77707e-05 0.000135615 0.000254177 0.000484943 9.35561e-06
internal_weight=0 0.0105215 0.00888038 0.0076486 0.00661985 0.00548516 0.00432587 0.00222685 0.00209901
internal_count=3910 3486 2559 1690 1537 1395 1130 254 876
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=10
num_cat=0
split_feature=50 160 43 156 43 3 47 3 15
split_gain=5.03931e-05 5.25604e-05 4.98739e-05 4.34821e-05 4.30318e-05 5.17638e-05 7.53195e-05 5.77832e-05 4.27418e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.15648499999999999 0.084090000000000012 -0.078844999999999985 -0.074234999999999982 0.077735000000000012 0.096385000000000012 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 8 7 -7 -6
right_child=-2 2 4 -5 5 6 -8 -9 -10
leaf_value=0.00061128917657241337 -0.00041253713528350221 0.00031098207956115276 -0.00043549114262354214 3.760080193170006e-05 0.00050213197801726218 -0.00032314056190236603 -0.00058553319639903794 0.00023974359494347236 -6.4380947233928356e-05
leaf_weight=0.0010000031151253036 0.0010578358970402312 0.0013822322998073375 0.001194905696760752 0.0010322945256113734 0.001047885598779432 0.0011842088481164739 0.0011352249792785621 0.0017189746288393452 0.0010012814837898868
leaf_count=493 715 218 536 311 206 346 136 206 743
internal_value=0 3.6088e-05 -3.04768e-05 0.000319887 -9.52865e-05 -2.85091e-05 -0.000157306 1.01431e-05 0.000225318
internal_weight=0 0.010697 0.00866471 0.0020323 0.00728248 0.00608758 0.00403841 0.00290318 0.00204917
internal_count=3910 3195 2391 804 2173 1637 688 552 949
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=8
num_cat=0
split_feature=52 2 52 49 12 52 0
split_gain=1.6487e-05 4.22775e-05 3.37113e-05 3.75475e-05 9.71177e-05 5.14138e-05 2.81954e-05
threshold=-0.081429999999999989 0.091985000000000011 -0.0066199999999999991 -0.029304999999999998 0.095295000000000019 0.10062000000000001 -0.10131499999999999
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=-0.0036518554457049645 -0.016168384469495353 0.022356476597778393 0.016964867390834925 0.0060229265249324305 -0.026783128938348652 0.020878763740708569 -0.015011039123086534
leaf_weight=0.0015464396600362814 0.0014382490205573865 0.0010489463702157867 0.0011703122153407857 0.0014398061143139186 0.0012793815982589281 0.0013355706911446527 0.0011433639947558889
leaf_count=497 527 474 212 234 521 482 963
internal_value=0 0.00685962 -0.00234056 0.000782324 -0.00286104 0.004949 -0.00328714
internal_weight=0 0.00259539 0.00780668 0.00636843 0.00519812 0.00391874 0.00258317
internal_count=3910 971 2939 2412 2200 1679 1197
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=9
num_cat=0
split_feature=50 484 42 43 4 16 0 3
split_gain=1.53532e-05 3.77554e-05 3.33672e-05 5.82813e-05 4.21258e-05 8.09642e-05 2.71883e-05 1.86296e-05
threshold=1.0000000180025095e-35 0.084225000000000008 -1.0000000180025095e-35 -0.074254999999999988 0.0057500000000000008 -0.094359999999999986 -0.055084999999999988 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 -6 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.016817948550788865 -0.011765553961915656 0.018593546963934407 0.0063853719900511131 -0.026109101202892046 -0.0088151070855679147 0.026644566497102076 -0.0040087061485516952 0.02540000910521395
leaf_weight=0.001160727642677808 0.0010082939641699084 0.0011036226814662752 0.0010598913419795166 0.0010674949130380993 0.001806361665506662 0.0010005819490740153 0.0011632148263647261 0.0010027409791533016
leaf_count=806 779 415 330 576 287 136 214 367
internal_value=0 0.00122152 -0.00109928 0.00147035 -0.00432692 0.00382509 -0.0145847 0.0156293
internal_weight=0 0.00936464 0.00826101 0.00710029 0.00503765 0.00280694 0.00223071 0.00206263
internal_count=3910 3131 2716 1910 1213 423 790 697
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=9
num_cat=0
split_feature=48 51 4 151 4 13 13 12
split_gain=4.79304e-05 6.3691e-05 9.58191e-05 6.34728e-05 6.94058e-05 7.38502e-05 4.10301e-05 3.50676e-05
threshold=0.11930500000000001 0.08955500000000001 0.28937500000000005 -0.016164999999999995 -0.0021099999999999995 -0.062819999999999987 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.0003562609373411826 -0.00041774916698829393 -0.00040005507499254431 0.00053045811755324625 0.00047894014199864789 -0.0007403348601046425 -7.535914884261073e-05 -0.00023913703576956038 1.2730440008979315e-05
leaf_weight=0.0015172654548895959 0.001002325377934747 0.0011707481517498281 0.0015491308547687706 0.001147118721239803 0.0010276407235041611 0.0017114591180215162 0.0010244783326357016 0.0013506817009700731
leaf_count=484 161 417 366 282 345 343 393 1119
internal_value=0 3.10292e-05 8.51355e-05 -3.55135e-06 -9.07415e-05 -0.000324841 9.1306e-05 0.000226838
internal_weight=0 0.0104985 0.00932777 0.00777864 0.00626138 0.0027391 0.00352228 0.0024978
internal_count=3910 3749 3332 2966 2482 688 1794 1401
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=9
num_cat=0
split_feature=150 150 151 4 13 13 4 3
split_gain=1.50153e-05 4.4781e-05 6.4929e-05 6.43505e-05 3.44135e-05 3.26163e-05 5.17545e-05 1.88381e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.41315500000000005 -0.13934999999999997 -0.070604999999999987 0.05309500000000001 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.023462964646194046 -0.011685144758372097 0.020154574681336884 -0.014909907074698893 0.02551937691565791 0.017584889178287374 -0.02039860633571719 0.013750423043777237 -0.0019646374676382888
leaf_weight=0.001141490261699094 0.0010007978224080239 0.0011001596900899894 0.0014824696020397194 0.0010167741042611637 0.0011051924423346841 0.0011342310901403575 0.001298067447994026 0.0010843668493868699
leaf_count=412 161 292 170 281 942 1185 241 226
internal_value=0 0.00120168 -0.00132189 0.00222725 -0.00165242 0.00259994 -0.00210943 -0.0113888
internal_weight=0 0.00936275 0.00826259 0.0071211 0.00610433 0.00462186 0.00351667 0.0022186
internal_count=3910 3749 3457 3045 2764 2594 1652 1411
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=10
num_cat=0
split_feature=50 160 12 13 2 15 52 15 12
split_gain=5.73071e-05 5.28364e-05 4.27113e-05 5.52342e-05 0.000111584 8.93395e-05 8.33904e-05 7.94414e-05 3.87773e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 -0.23438999999999996 0.094010000000000024 -0.10192499999999999 -0.087094999999999992 -0.10071499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6 -8
right_child=-2 -3 3 4 7 6 8 -9 -10
leaf_value=-0.00023020119620966326 -0.00044688154836151 -0.00038591062791487103 0.00056180048396600334 -0.00023001712282377169 0.00022159195776912864 -4.2508741717277892e-06 0.00094068649732690929 -0.00046224708757319375 0.00041398624683124352
leaf_weight=0.0014192696208784874 0.0010247516401903677 0.0010186257182137623 0.0010341953958694439 0.0010152305496833073 0.0010062887558332212 0.0010961839682604984 0.0010077172034059011 0.0018610132427972202 0.0011515216985180884
leaf_count=414 715 318 86 198 144 254 82 634 1065
internal_value=0 3.86815e-05 8.3774e-05 0.000138303 7.69433e-05 0.000277822 0.000436195 -0.000222252 0.000659797
internal_weight=0 0.01061 0.00959142 0.00817215 0.00713796 0.00427065 0.00325542 0.0028673 0.00215924
internal_count=3910 3195 2877 2463 2377 1599 1401 778 1147
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=9
num_cat=0
split_feature=14 15 16 0 47 52 3 4
split_gain=1.66085e-05 5.18587e-05 3.30649e-05 3.62459e-05 4.35184e-05 6.11941e-05 5.48776e-05 3.98711e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.30307999999999996 -0.10575999999999998 0.092255000000000018 0.083750000000000005 -0.069909999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.012028167778043199 0.022652702105751907 -0.016308926756430784 -0.0011185704615087335 -0.035824911991515704 0.014800354175163634 0.0068744432589301022 -0.0042614874154489682 0.024984071409538577
leaf_weight=0.0010399071278352724 0.0010133257746282502 0.0012487595922189964 0.0012096837263523513 0.0010516525580824402 0.0010002393514524852 0.00150131768809795 0.001156711924299318 0.001133510004199453
leaf_count=196 365 281 234 1244 214 937 354 85
internal_value=0 0.00129629 -0.00131048 0.00134501 -0.00371133 -0.00870262 -0.0192924 0.0115085
internal_weight=0 0.0093152 0.00830187 0.00705312 0.00470992 0.00370968 0.00220836 0.00234319
internal_count=3910 3714 3349 3068 2749 2535 1598 319
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=9
num_cat=0
split_feature=11 4 2 4 52 1 0 0
split_gain=1.52964e-05 3.55941e-05 4.01361e-05 7.68101e-05 3.66476e-05 2.89667e-05 4.72893e-05 2.52171e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10705000000000002 -0.23071499999999998 -0.066329999999999986 0.11235500000000002 -0.17106499999999999 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -7
right_child=-2 5 -4 4 -6 7 -8 -9
leaf_value=-0.018910723391117275 -0.011259534998858846 0.0052642056371386336 0.025352333475903634 0.00092213169977044143 0.026765868630966666 0.014284380302655917 -0.021799169400368856 -0.0071870300947056449
leaf_weight=0.001106364252354706 0.0010869894824894625 0.0010481940125014735 0.0010105161529892111 0.0011367057291402642 0.0010607241510358916 0.0011452627341489766 0.0016812451432235381 0.0010470675659501657
leaf_count=145 279 120 274 485 1465 155 706 281
internal_value=0 0.00128176 0.00791232 0.00257802 0.0133972 -0.00453044 -0.0114059 0.00402953
internal_weight=0 0.00923608 0.00431431 0.00330379 0.00219743 0.00492177 0.00272944 0.00219233
internal_count=3910 3631 2369 2095 1950 1262 826 436
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=10
num_cat=0
split_feature=48 4 12 3 3 12 4 42 16
split_gain=4.61458e-05 8.44636e-05 5.51875e-05 0.000116766 6.83981e-05 6.89593e-05 6.56943e-05 5.9531e-05 4.29113e-07
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 -0.10628499999999998 0.051320000000000005 0.0057500000000000008 0.090240000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 -4
right_child=-2 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.00040876464543395774 -0.0003958968452592406 0.00042749992238913341 0.00024752968266183529 0.00058441136142898371 -0.00033310400444936815 -0.00080752041901356857 0.00033182814149885462 -0.00013917317528198484 0.0001902752466031794
leaf_weight=0.0013150020527473829 0.0010203643000470169 0.0018027652038612582 0.0010031907142449767 0.0012110925913278977 0.0010900433440864717 0.0010445677528101321 0.0012002989256952312 0.0010057192403137645 0.0010099695591613859
leaf_count=264 161 388 191 109 187 1625 84 719 182
internal_value=0 4.05461e-05 -3.8012e-05 2.64359e-05 -7.99196e-05 -0.000218467 1.53668e-05 -0.000479679 0.000218806
internal_weight=0 0.0106826 0.00887988 0.00756488 0.00635379 0.00434063 0.00229034 0.00205029 0.00201316
internal_count=3910 3749 3361 3097 2988 2615 271 2344 373
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=8
num_cat=0
split_feature=159 15 160 49 52 0 0
split_gain=3.50596e-05 3.50349e-05 3.5061e-05 5.38563e-05 9.09701e-05 4.28619e-05 5.91476e-05
threshold=-0.034019999999999988 -0.24219999999999997 -0.026849999999999995 -0.081419999999999979 -0.031409999999999993 -0.11756999999999999 0.076335000000000014
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=-0.00035500588542362139 0.0003645385168238221 0.00028817595980139271 0.00027405015724637024 -0.00049872565393580199 -0.00028686144630404951 0.00036548315732362255 -0.00018537533893209489
leaf_weight=0.0010014098660253616 0.0010733744979746851 0.0012982553230133633 0.0014982407347648944 0.0018941381082904878 0.0012757809890976898 0.001831885614606346 0.0012682206686489006
leaf_count=520 283 596 230 772 206 1243 60
internal_value=0 2.95668e-05 -1.00901e-05 -5.99372e-05 -0.000139744 1.56435e-05 0.000140133
internal_weight=0 0.0101399 0.00906652 0.00776827 0.00627003 0.00437589 0.00310011
internal_count=3910 3390 3107 2511 2281 1509 1303
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 3 52
split_gain=4.7019e-05 5.79908e-05 4.50375e-05 5.57483e-05 9.93141e-05 7.20164e-05 8.4751e-05 5.80003e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.0066199999999999991
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=0.00048590661168701054 -0.00040042437502402434 -0.00039464737839942738 -0.00052540011017551452 0.00038367285754861599 -0.00055892211249126869 1.3071689195579264e-05 0.00023046343032235875 0.00052198076019495518
leaf_weight=0.0010058289641746007 0.0010318282483251324 0.0010381292058215608 0.0013150259414195986 0.0014802231927156153 0.0011605594822886615 0.0018594424416863223 0.001007086344980479 0.0016035193006632559
leaf_count=264 715 286 1427 184 201 463 41 329
internal_value=0 3.82812e-05 -9.29226e-06 3.81864e-05 -3.54422e-05 6.95746e-05 -0.000197587 0.000248721
internal_weight=0 0.0104698 0.00946399 0.00842586 0.00694563 0.00578507 0.00232211 0.00346296
internal_count=3910 3195 2931 2645 2461 2260 1468 792
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=9
num_cat=0
split_feature=159 15 4 43 150 52 2 12
split_gain=4.04402e-05 3.69407e-05 3.86758e-05 7.76438e-05 5.18589e-05 4.35597e-05 9.1752e-05 3.84226e-05
threshold=-0.034019999999999988 -0.24219999999999997 -0.0010999999999999996 -0.074254999999999988 0.082590000000000011 -0.088354999999999989 0.10113500000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 -7
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00037846918584258723 0.00037391122732570664 -0.0001737781706035254 0.00019441457331480599 -0.00055549660899101543 6.0566179436339509e-06 0.00072791310789709291 -0.00020646200736056832 0.00020742749177569652
leaf_weight=0.0010092548558996569 0.0010912328493324604 0.0014208241707715456 0.0016437736715771718 0.0016946750103200396 0.00100854820443547 0.0011157891325504837 0.0011728474193994946 0.0010664936664795596
leaf_count=520 283 636 304 431 137 130 202 1267
internal_value=0 3.29621e-05 -7.8202e-06 -0.000141639 -0.000345986 0.00011398 0.000235839 0.000473549
internal_weight=0 0.0102142 0.00912295 0.004347 0.00270322 0.00477595 0.00335513 0.00218228
internal_count=3910 3390 3107 872 568 2235 1599 1397
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=9
num_cat=0
split_feature=484 457 52 2 3 12 1 1
split_gain=0.000179375 5.77061e-05 5.50835e-05 9.43113e-05 5.53618e-05 0.000127677 0.000118378 6.3609e-05
threshold=-1.0000000180025095e-35 0.090150000000000022 -0.080899999999999986 0.091985000000000011 0.090325000000000003 0.091555000000000011 0.092860000000000012 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6
right_child=1 -3 4 -5 7 -7 -8 -9
leaf_value=-0.00089494666047643958 -4.8724350996827147e-05 -0.00048681216979116354 4.8514743051626942e-06 0.00070122003249727853 -0.00059299431542230363 -0.00036840842410770737 0.00082835145211110925 3.7666847495282382e-05
leaf_weight=0.0010322306732919876 0.0016534833423351469 0.0010097181135990249 0.0019279469961784581 0.0010567486965797704 0.0014199329226959529 0.0018212931606676162 0.0010295027887124849 0.0010844916705559347
leaf_count=627 378 166 1069 417 72 755 262 164
internal_value=0 -4.00881e-05 5.04828e-06 0.000243687 -8.37546e-05 4.00029e-05 0.000291516 -0.000319899
internal_weight=0 0.0110031 0.0099934 0.00271023 0.00728317 0.00477874 0.00295745 0.00250442
internal_count=3910 3283 3117 795 2322 2086 1331 236
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=9
num_cat=0
split_feature=51 15 48 52 43 16 16 15
split_gain=1.73435e-05 5.06329e-05 4.65023e-05 5.32765e-05 7.90475e-05 7.8468e-05 3.26458e-05 3.24673e-05
threshold=0.10876000000000001 -0.24219999999999997 0.092065000000000022 -0.094124999999999986 -1.0000000180025095e-35 -0.0092949999999999994 -0.008734999999999998 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.021616804346921686 -0.012449223279144174 -0.015898038688873104 -0.018438447714572277 0.0028871823275845553 0.017635389274616452 0.037204547893751876 -0.021065202329373478 -0.0070020249480365095
leaf_weight=0.001076582333518236 0.0010312379220018238 0.0013582980130490791 0.0013470735390591184 0.0012436970308476651 0.0010275729496113735 0.0011485264100137365 0.001048940846128676 0.001115554543865594
leaf_count=294 300 603 331 1203 193 139 412 435
internal_value=0 0.00121453 -0.00143512 0.00186404 0.00618441 0.0161138 -0.00807165 0.00481096
internal_weight=0 0.00936625 0.00828966 0.00694259 0.00558429 0.00329165 0.00229264 0.00214313
internal_count=3910 3610 3316 2985 2382 767 1615 628
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=8
num_cat=0
split_feature=43 0 16 52 16 16 16
split_gain=1.9579e-05 3.96468e-05 6.13953e-05 2.71141e-05 5.67387e-05 2.94479e-05 2.45731e-05
threshold=-0.049504999999999987 -0.017269999999999997 -0.012324999999999997 -0.074484999999999982 -0.0083999999999999995 -0.09601999999999998 -0.52908499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.013587884003233125 -0.01490048255625627 0.021926235667822883 -0.016589301343831995 -0.012546933091802749 0.017899195141507809 -0.019776460710427456 0.0074661980413571185
leaf_weight=0.0014114148530704638 0.0015663488389560682 0.0010687310274067837 0.0012907100429327303 0.001005161895133029 0.0013277729864729672 0.0011156283252201542 0.0015746249705620567
leaf_count=870 427 177 777 129 228 907 395
internal_value=0 0.00562191 -0.000826696 -0.00341324 0.000168748 -0.00620185 -0.000331515
internal_weight=0 0.00377086 0.00270212 0.00658954 0.00502319 0.00369542 0.00257979
internal_count=3910 1824 1647 2086 1659 1431 524
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=9
num_cat=0
split_feature=52 2 147 151 16 0 4 1
split_gain=2.32553e-05 3.80256e-05 3.1079e-05 5.17434e-05 5.34651e-05 8.38903e-05 9.18374e-05 4.65397e-05
threshold=-0.081429999999999989 0.091985000000000011 1.0000000180025095e-35 -0.0088999999999999982 -0.055679999999999993 -0.10209999999999998 0.25367000000000006 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -6
right_child=2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.0018653023900702113 -0.025782176654965728 0.022824971553246573 0.013100225795876844 -0.025524524015330091 -0.0007104977972360178 0.027460902564710343 0.016183321501028823 -0.029307408435483014
leaf_weight=0.0015478072980164652 0.0010476195906004224 0.0010448436161107941 0.0010543226881394585 0.0010998862224313338 0.001295702373864574 0.0012155689984713462 0.00101525810845706 0.0010148269271836987
leaf_count=497 314 474 165 197 403 1353 167 340
internal_value=0 0.00808493 -0.0028572 -0.00537246 -0.00158223 0.00652617 -0.00550498 -0.0132708
internal_weight=0 0.00259265 0.00774318 0.00668886 0.00564124 0.00333071 0.00211514 0.00231053
internal_count=3910 971 2939 2774 2460 1717 364 743
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=10
num_cat=0
split_feature=43 43 0 16 13 2 0 13 1
split_gain=6.78615e-05 9.26866e-05 6.96142e-05 5.59388e-05 4.90952e-05 6.74362e-05 7.4034e-05 5.37781e-05 4.00783e-05
threshold=-0.049504999999999987 -0.080894999999999981 -0.017269999999999997 -0.082504999999999981 -0.10939499999999998 0.11230000000000001 -0.23029999999999998 0.0066400000000000009 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 -2
right_child=4 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00017016769062986123 -0.00011451167568382943 0.00070914868874488734 0.00040885972317184855 -0.00045311379449828698 0.00037823502992064288 -0.00055068179388501493 -0.00047352662556387858 9.8506164967455435e-05 0.00040437459861570506
leaf_weight=0.0010064403415711632 0.0012692171212737183 0.0010062445109346512 0.0012247105882685141 0.0012304308636125832 0.0010078372968144182 0.0016590074584402793 0.0015918763435000872 0.00104774644157196 0.0010422701143730383
leaf_count=272 96 601 144 807 99 260 1194 207 230
internal_value=0 0.000185336 3.30696e-05 -0.000172679 -0.00011904 -0.00022293 -7.3856e-05 -0.000246469 0.000119459
internal_weight=0 0.00446783 0.00346158 0.00223687 0.00761795 0.00530647 0.00364746 0.00263962 0.00231149
internal_count=3910 1824 1223 1079 2086 1760 1500 1401 326
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=5.13347e-05 5.14702e-05 4.28642e-05 6.13868e-05 6.75005e-05 8.45412e-05 7.1622e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.08593000000000002 0.10113500000000002
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=0.0003224006255398206 -0.00042198825439591854 -0.00038609072537450619 0.0001403530466737004 0.00041088018108456674 -0.00039077941246720759 0.00044241336678914637 -0.00048474663178980611
leaf_weight=0.0019716093209900991 0.0010291932131072214 0.0011230219940880836 0.0016417384882300001 0.0013055664824008113 0.0016899414485856993 0.0015307600788945497 0.0012346874706539133
leaf_count=804 715 766 320 535 308 243 219
internal_value=0 3.68892e-05 -2.91366e-05 2.5015e-05 -5.76096e-05 7.01448e-05 -0.000127967
internal_weight=0 0.0104973 0.00852572 0.00740269 0.00609713 0.00440719 0.00287643
internal_count=3910 3195 2391 1625 1090 782 539
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 3 151
split_gain=3.86511e-05 4.28504e-05 5.34635e-05 6.32588e-05 8.15356e-05 9.39894e-05 8.22793e-05 4.87818e-05 5.98402e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.015794999999999997 -0.024429999999999997
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=0.00041130620377426261 -0.00037072028803918615 -0.00043072801422354125 -0.0005706683953128573 0.00040809026562965543 -0.00051401864717304528 0.00061472780526326668 0.00017240151837558788 0.00046728859506718862 -0.00015347751558168738
leaf_weight=0.0010096183641116847 0.0010302438261458836 0.0010505591278273775 0.0013253414251387209 0.0014693089958038343 0.0011608620971789996 0.001039563001047265 0.0010091485059477989 0.0010309399618744996 0.0014185058663580843
leaf_count=264 715 286 1427 184 201 414 41 154 224
internal_value=0 2.724e-05 -1.35587e-05 3.8284e-05 -3.95126e-05 5.50759e-05 -0.000249456 0.000258837 0.000107795
internal_weight=0 0.0105138 0.00950423 0.00845367 0.00698436 0.0058235 0.00233449 0.00348901 0.00244945
internal_count=3910 3195 2931 2645 2461 2260 1468 792 378
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=9
num_cat=0
split_feature=159 43 16 4 3 3 42 16
split_gain=4.65704e-05 3.93119e-05 6.96095e-05 7.81335e-05 6.42325e-05 4.54553e-05 5.6893e-05 2.04544e-05
threshold=-0.034019999999999988 -0.049504999999999987 0.15737500000000001 -0.0010999999999999996 0.092005000000000017 -0.075954999999999981 0.086700000000000013 -0.03800499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -5 6 -2 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00039818587598661491 0.00028709666085794858 0.00014332201597588352 -0.00050805153190674806 -0.00040701519356693493 0.00011559244172926257 0.00043089745588307344 -0.00033616511990028331 0.00052827428897848515
leaf_weight=0.0010506933338396167 0.0012559428268750163 0.0011007092895130202 0.0010991290026776982 0.001801975530500688 0.0018148604124111965 0.0017072263442049623 0.001020719228333048 0.0010247301747294409
leaf_count=520 712 796 279 400 224 430 346 203
internal_value=0 3.41902e-05 -5.59778e-05 3.05536e-05 -0.00014478 0.000189033 7.66332e-06 0.000328918
internal_weight=0 0.0108253 0.0068414 0.00574228 0.00361684 0.00398389 0.00227666 0.00212544
internal_count=3910 3390 1902 1623 624 1488 1058 999
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=10
num_cat=0
split_feature=4 474 160 12 52 13 16 49 12
split_gain=5.66564e-05 6.14938e-05 0.000103469 5.44602e-05 7.55632e-05 7.58775e-05 9.12533e-05 5.8508e-05 3.87527e-05
threshold=-0.49837999999999999 0.084655000000000022 -1.0000000180025095e-35 -0.023959999999999995 -0.18817999999999999 -0.083514999999999992 -0.072804999999999981 -0.029304999999999998 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00044286693764655901 -0.0004731267571107468 0.00048683414250254851 -0.00029147574225270415 0.00062910721414497644 0.00064436957659953515 0.00038616088611188431 -0.00050299579760675842 -0.0001714436957676101 0.0001028920515949464
leaf_weight=0.0010402390899966326 0.0015764081387893434 0.0010518427886251755 0.0013348250857429063 0.001038730903860933 0.001004150758811522 0.001453189277216939 0.0013880110786725604 0.0014407538617954203 0.0010287869036238679
leaf_count=176 889 401 373 291 375 117 401 769 118
internal_value=0 3.53042e-05 -1.09642e-05 7.28893e-05 0.000139029 5.84161e-05 -8.96803e-05 0.000108557 0.00037035
internal_weight=0 0.0113167 0.0102649 0.00868845 0.00735362 0.00631489 0.00428195 0.00289394 0.00203294
internal_count=3910 3734 3333 2444 2071 1780 1287 886 493
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 2 2 4
split_gain=5.88126e-05 7.90975e-05 6.5521e-05 6.80751e-05 7.7944e-05 4.50262e-05 4.57784e-05 2.7148e-05
threshold=0.11930500000000001 -0.50388999999999984 0.11401500000000002 -0.017269999999999997 -0.0089849999999999982 0.094400000000000026 0.081615000000000007 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -5
right_child=-2 2 -4 7 5 -7 -8 -9
leaf_value=0.00044662813635230544 -0.00044753898810471126 -0.00056705424188088814 -0.00046567540560228535 0.00012517922985453691 -8.0640368517291661e-05 -0.00027335442717344496 0.00037705818052669775 0.00055563214440058591
leaf_weight=0.0015598646996197096 0.0010514314952984058 0.0010404518941145371 0.0011638878393295778 0.0012489284190085811 0.0016823643501894798 0.0013742298078863388 0.0016782751962577005 0.0010261276179931713
leaf_count=249 161 296 562 202 594 470 1234 142
internal_value=0 3.83021e-05 -3.08227e-05 3.20464e-05 -8.11216e-05 2.56584e-05 0.00014793 0.000319328
internal_weight=0 0.0107741 0.00921427 0.00805038 0.00577532 0.00473487 0.00336064 0.00227506
internal_count=3910 3749 3500 2938 2594 2298 1828 344
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=8
num_cat=0
split_feature=52 160 0 12 16 43 13
split_gain=2.11393e-05 4.88553e-05 4.7278e-05 4.27397e-05 3.42137e-05 4.93836e-05 4.19239e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.15007499999999999 0.051320000000000005 -0.055679999999999993 -0.019509999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=-0.011651283190825784 -0.021814771188740874 0.022822764000300567 0.027807311528847953 0.0017194967753088775 -0.011170375835703707 -0.017422161340481017 0.0080044987323541466
leaf_weight=0.001059330423447081 0.0011880502558493725 0.0011752128645379878 0.001145346565694468 0.001390292435866667 0.0017434334832545284 0.0010464449728562163 0.0017050284599180033
leaf_count=96 924 565 379 715 260 760 211
internal_value=0 -0.00337607 0.00609103 0.0135033 0.000487355 0.00566334 -0.00166581
internal_weight=0 0.00685817 0.00359497 0.00253564 0.00567012 0.00392669 0.00275147
internal_count=3910 2720 1190 1094 1796 1536 971
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=9
num_cat=0
split_feature=52 160 160 49 12 2 2 4
split_gain=1.71824e-05 3.97872e-05 3.96706e-05 5.42341e-05 3.03042e-05 4.02885e-05 5.54748e-05 2.9856e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0098349999999999983 -0.047894999999999993 0.10058500000000002 0.083585000000000007 0.10113500000000002 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=0.022112147534825724 -0.019727508653486048 -0.012647810700961635 0.014642960750230628 -0.014570945374132189 -0.013272585357051737 0.026094251347497308 -0.012653288255546317 0.01139778617197134
leaf_weight=0.0010261005702576695 0.0011826785917388319 0.0010594726273773767 0.0011746779032801513 0.0013843718223553413 0.0012543279667055303 0.0012791475243394048 0.0010136331606094286 0.0010516018226024526
leaf_count=278 924 502 229 683 262 719 115 198
internal_value=0 -0.00304654 0.00550003 -0.00116092 0.000440133 0.00434586 0.00972931 -0.000406666
internal_weight=0 0.00684086 0.00358515 0.00255905 0.00565818 0.00440386 0.00334438 0.00206523
internal_count=3910 2720 1190 912 1796 1534 1032 313
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=8
num_cat=0
split_feature=151 4 16 48 42 13 49
split_gain=1.54171e-05 3.08587e-05 5.70325e-05 6.41071e-05 4.35343e-05 6.57202e-05 3.00927e-05
threshold=-0.086249999999999979 0.17888000000000001 -0.094359999999999986 0.091555000000000011 0.085545000000000024 -0.0016149999999999999 -0.015364999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.011265290950746422 -0.024374177385390945 -0.0061737429171257793 0.015124875945132163 0.021203501322215948 -0.02347233974906936 -0.013683275776416683 0.015528331693772317
leaf_weight=0.0010712655891287918 0.0012464158461967531 0.0010133085873360102 0.00148537600814924 0.0010752137561528324 0.0010797011190665073 0.0016961766909670715 0.0017294073565041683
leaf_count=351 431 136 714 270 964 645 399
internal_value=0 -0.00140145 -0.00511452 -0.000616127 -0.00612173 -0.000233573 0.0075104
internal_weight=0 0.0093256 0.00658288 0.00533647 0.00426125 0.00318155 0.00274272
internal_count=3910 3559 3024 2593 2323 1359 535
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=10
num_cat=0
split_feature=1 43 12 47 3 3 13 52 15
split_gain=6.92068e-05 5.75602e-05 7.42748e-05 8.21721e-05 0.00014003 5.44086e-05 7.20268e-05 5.13602e-05 3.2038e-05
threshold=0.13662500000000002 -0.053009999999999995 0.10058500000000002 0.077065000000000008 0.094625000000000015 -0.075954999999999981 -0.028919999999999998 -0.0066199999999999991 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 6 -1 -3 -6
right_child=-2 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00038942249197178075 0.00048203661750752599 -0.00058793569016486681 -0.00065215040510139633 -0.00050297946690355843 0.00018344147245891 0.00043063758397759284 0.00028986602078617249 -1.8114709992180953e-05 0.00067676015492488292
leaf_weight=0.0011871706114003706 0.0010146956153945135 0.0010635471652907004 0.0010120991279373688 0.0013409870164324484 0.0010020437055179299 0.0014932607148248137 0.0012136391850106692 0.0014202792589568791 0.0010227208508103991
leaf_count=777 225 320 268 200 76 474 465 952 153
internal_value=0 -5.36519e-05 -0.00016171 -7.68536e-05 4.98887e-05 0.000136756 -4.60337e-05 -0.000262106 0.00043262
internal_weight=0 0.0107557 0.00686168 0.00584958 0.00450859 0.00389407 0.00240081 0.00248383 0.00202476
internal_count=3910 3685 1969 1701 1501 1716 1242 1272 229
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 12 43 1
split_gain=5.18585e-05 5.85763e-05 5.11136e-05 7.45468e-05 5.76859e-05 5.42858e-05 0.000112406 3.57499e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.12566000000000002 0.086645000000000014 0.080120000000000011 -0.074254999999999988 0.088385000000000005
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=-0.0003932119803271919 -0.00043008098461008726 0.00035924280465973003 0.00051407068286049812 0.00051058682268421572 -0.00047610381714414935 0.00014585574558309325 -0.00065716480234227466 2.8340854234533678e-05
leaf_weight=0.0012791081307824128 0.0010095653886758359 0.0017795939909119171 0.0010929238681615912 0.0010672103377942256 0.0010223789470977648 0.0018413145964325576 0.0010537080722385381 0.0012475589782044993
leaf_count=264 161 388 164 97 224 1008 1470 134
internal_value=0 3.542e-05 -3.15558e-05 3.15967e-05 -5.00896e-05 3.31016e-05 -0.000146421 0.00025516
internal_weight=0 0.0103838 0.0086042 0.00732509 0.00625788 0.00523551 0.00289502 0.00234048
internal_count=3910 3749 3361 3097 3000 2776 2478 298
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=8
num_cat=0
split_feature=51 52 52 16 0 52 15
split_gain=1.59945e-05 2.82616e-05 5.13485e-05 3.90822e-05 4.68415e-05 4.14466e-05 3.88758e-05
threshold=-0.09021499999999999 -0.088354999999999989 -0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.10062000000000001 -0.03231499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6
right_child=1 2 3 5 6 -7 -8
leaf_value=0.0094652851646301536 -0.016948037057960118 0.018433800110288622 -0.0093887482677062466 -0.028578574998392416 0.023574382717529638 -0.0010620940397391837 -0.0018487702702611648
leaf_weight=0.0014976845002494478 0.0010700798348586308 0.0013114569056654228 0.0019226243589324046 0.0010418223072533601 0.0012700702947135802 0.0011534451664208672 0.0011425812704559755
leaf_count=515 487 310 336 428 534 288 1012
internal_value=0 -0.0017035 0.000376688 -0.00324952 0.00225539 -0.0141208 0.0115345
internal_weight=0 0.00891208 0.007842 0.00653054 0.00433528 0.00219527 0.00241265
internal_count=3910 3395 2908 2598 1882 716 1546
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=9
num_cat=0
split_feature=3 151 1 150 48 2 2 4
split_gain=1.60633e-05 2.78291e-05 5.53299e-05 5.50047e-05 5.36736e-05 7.11462e-05 5.16934e-05 3.86358e-05
threshold=-0.15464999999999998 1.0000000180025095e-35 0.12864500000000004 0.08486500000000001 0.085575000000000012 0.10393500000000001 0.092635000000000009 -0.0010999999999999996
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=0.011077147596898641 0.0085754852287530485 -0.016488204820542529 0.019833833803948729 0.017049100528521967 -0.027733419728473863 -0.022022645788878997 0.024240246129906561 -0.017040023604276477
leaf_weight=0.0011464370615263892 0.0013270618637969858 0.0010888429438587312 0.00125634740310569 0.0011432290390094796 0.0010231906841322693 0.0013355033078747821 0.001005807399619002 0.0010584681951200368
leaf_count=259 1428 216 300 265 392 390 361 299
internal_value=0 -0.00147285 0.000533304 -0.00298436 -0.00696744 -0.00247235 0.00522652 -0.00279021
internal_weight=0 0.00923845 0.00814961 0.00689326 0.00575003 0.00472684 0.00339134 0.00238553
internal_count=3910 3651 3435 3135 2870 2478 2088 1727
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 16
split_gain=1.57678e-05 4.71296e-05 5.47608e-05 3.72798e-05 5.02376e-05 5.19459e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.087235000000000021 0.096385000000000012 -0.055679999999999993
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=0.02071851437952273 -0.011434515660282333 0.027121205668050596 -0.016416500289785238 -0.010382606701968576 -0.0097459374444433776 0.0026366861825576678
leaf_weight=0.0010973923757754871 0.0010936970835657761 0.0015724441665445888 0.0018627913685195221 0.0015466710677409321 0.0012467372727925714 0.0019300644884598717
leaf_count=248 179 807 1103 339 191 1043
internal_value=0 0.00126212 -0.00135488 0.00310145 0.00749275 0.013629
internal_weight=0 0.0092561 0.00815871 0.00629592 0.00474925 0.00350251
internal_count=3910 3731 3483 2380 2041 1850
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=10
num_cat=0
split_feature=50 15 15 13 47 1 3 0 52
split_gain=5.50855e-05 5.0448e-05 5.5176e-05 5.85199e-05 8.06574e-05 8.54767e-05 9.16676e-05 5.76798e-05 0.000196102
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 0.0048550000000000008 -0.087614999999999985 -0.0066199999999999991
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 7 -8 -9 -10
leaf_value=0.000453262915813933 -0.00043975811394459524 -0.00043257555766118729 -0.00055513568221752835 0.00039549136000973203 -0.0005013441531412199 -8.6929711532334484e-05 0.00022391355133832318 -0.00011263491218299486 0.0010426917751692863
leaf_weight=0.0010073309500460573 0.0010270425490417111 0.001048171273875082 0.0013654856671726145 0.0015016337233765917 0.0011683966203951323 0.0012906278697855443 0.0010103624206010409 0.0011004499516936266 0.0010897224401957583
leaf_count=264 715 286 1427 184 201 176 41 455 161
internal_value=0 3.58709e-05 -8.0412e-06 4.41461e-05 -3.09554e-05 6.28868e-05 -0.000223834 0.00025859 0.00043021
internal_weight=0 0.0105822 0.00957485 0.00852668 0.00702504 0.00585665 0.00237585 0.0034808 0.00238035
internal_count=3910 3195 2931 2645 2461 2260 1468 792 337
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=10
num_cat=0
split_feature=48 2 40 150 159 52 4 16 1
split_gain=3.66906e-05 8.64742e-05 8.05885e-05 6.86246e-05 8.43445e-05 7.89386e-05 5.38415e-05 8.77973e-05 4.07495e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.086420000000000011 0.082325000000000023 -0.07984999999999999 0.05309500000000001 -0.008734999999999998 0.11113500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00052245269776000458 -0.00035139373096197213 0.00010768211475390088 0.00067045220183313016 -0.00036689289849938748 -0.00036422829181061622 -0.00047509580944411826 0.00039452419410221791 0.00029117111678327387 0.00064580905366178303
leaf_weight=0.0012093470567836251 0.0010358309119479171 0.0010493961918965717 0.0011747806129597418 0.0014020116780697894 0.0011422241244315023 0.0011644053740506334 0.0013675065476348972 0.0011354972424603394 0.0011167729445953171
leaf_count=269 161 269 414 249 393 1371 197 301 286
internal_value=0 3.49887e-05 -5.32444e-05 2.3577e-05 0.000115055 0.000228113 8.64191e-05 -9.67781e-05 0.000385115
internal_weight=0 0.0107619 0.00859577 0.00738643 0.00598441 0.00484219 0.00366741 0.0022999 0.00216617
internal_count=3910 3749 3194 2925 2676 2283 1869 1672 555
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=9
num_cat=0
split_feature=48 48 51 2 40 2 3 4
split_gain=6.43492e-05 6.86625e-05 7.54594e-05 6.37193e-05 7.30231e-05 7.26804e-05 7.07839e-05 2.04847e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11260500000000001 -1.0000000180025095e-35 0.094010000000000024 -0.075954999999999981 0.15045000000000003
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=-0.0004890863792421762 -0.00046398128997039955 0.00049919576949108014 -0.00049103043705517281 0.00043319726084953681 -0.00022726645200996914 -0.00027504077307063712 0.00046814200339897387 0.00015724872152512241
leaf_weight=0.0011002414078541698 0.0010655130832597373 0.0011263757642035492 0.0011191319556017104 0.0013976988749262176 0.0011254287767430828 0.0017384462546582054 0.0019975961380655238 0.0010113596766463658
leaf_count=216 161 279 398 425 1529 467 353 82
internal_value=0 4.14833e-05 -1.28435e-05 5.10878e-05 -2.55031e-05 6.13465e-05 0.000202792 -4.52722e-05
internal_weight=0 0.0106163 0.0094899 0.00837077 0.00697307 0.00587283 0.00413438 0.00213679
internal_count=3910 3749 3470 3072 2647 2431 1964 1611
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 12 1
split_gain=4.33857e-05 7.85958e-05 5.77254e-05 7.80342e-05 0.000127546 6.23872e-05 8.21696e-05 5.14843e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 0.085990000000000011
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=-0.00049026647200335388 -0.00049256119194370472 0.00042319322400662758 -0.00054982140487753355 0.00069712303866498767 -0.00023807078909735178 -0.00050392600196831746 0.00035843867907134889 2.3518570130854356e-05
leaf_weight=0.0015358837740061112 0.0010422679734701261 0.0010981923572817775 0.0011158837582008188 0.0011404598184483381 0.0011029298974445322 0.0017416815488029104 0.0012527593034688247 0.00146516254320696
leaf_count=1132 161 279 398 320 101 455 677 387
internal_value=0 -7.30414e-05 -0.000131296 -7.46108e-05 0.000237349 -0.00019134 -6.33542e-05 -0.000239428
internal_weight=0 0.010453 0.00935476 0.00823888 0.00224339 0.00599549 0.00425381 0.00300105
internal_count=3910 3749 3470 3072 421 2651 2196 1519
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 3
split_gain=5.15477e-05 7.50563e-05 6.82861e-05 9.75308e-05 9.23365e-05 7.8115e-05 0.000116486 0.000101239 3.19467e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00057356418576488832 -0.00043018352591050237 0.00051047585982178379 -0.00043476638774128548 0.00052120187376163683 -0.00010647795646267648 -0.00041389844607192565 -0.00041019707192974932 0.00080912714954152064 0.00035445211838878201
leaf_weight=0.0010997131154924025 0.001016415668330121 0.0011268271867304414 0.0013411207368264717 0.0013635846103111039 0.0012930867135273398 0.0011310592863918193 0.0010515742889625531 0.0011549894471636402 0.0010455759383124121
leaf_count=214 161 279 419 424 1611 364 130 200 108
internal_value=0 3.20573e-05 -2.4805e-05 4.27424e-05 -5.35416e-05 4.72066e-05 0.000161951 0.000334165 9.9596e-05
internal_weight=0 0.0106075 0.0094807 0.00813958 0.006776 0.00567629 0.00454523 0.00349365 0.00233866
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=10
num_cat=0
split_feature=484 132 42 43 3 16 16 4 15
split_gain=0.000147881 4.50783e-05 5.87658e-05 6.44252e-05 0.000130428 4.78799e-05 7.28175e-05 8.53648e-05 3.23589e-05
threshold=-1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 -0.019509999999999996 -0.075954999999999981 -0.19424999999999998 0.15100500000000003 -0.0025899999999999994 -0.106555
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 -7 -5
right_child=1 -3 3 5 -6 6 -8 -9 -10
leaf_value=-0.00073111722552754096 -0.00038767503611972546 0.00044405776769107437 -5.6752505166921797e-05 -3.2579404567600389e-05 0.00083143533704315494 0.00064990826183012587 -0.00036287040071271307 -2.499347129207251e-05 -0.00050651879776916677
leaf_weight=0.0010019808829343233 0.0012223842972107256 0.0010400754345767675 0.0014543820649045832 0.001113896076663744 0.0011291687745347704 0.0011985938393722566 0.0010167004894409172 0.0018065539943148408 0.0011016496940517684
leaf_count=627 799 344 551 129 392 521 213 214 120
internal_value=0 5.54752e-05 1.5234e-05 7.10681e-05 0.00033144 -3.67786e-05 9.07278e-05 0.000244189 -0.000268239
internal_weight=0 0.0110834 0.0100433 0.00882094 0.00258355 0.00623739 0.00402185 0.00300515 0.00221555
internal_count=3910 3283 2939 2140 943 1197 948 735 249
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=8
num_cat=0
split_feature=3 51 48 3 1 0 0
split_gain=1.71473e-05 4.54117e-05 4.66976e-05 5.47248e-05 5.54987e-05 3.247e-05 5.10706e-05
threshold=0.16699000000000003 0.08955500000000001 0.092065000000000022 0.10666500000000002 1.0000000180025095e-35 -0.10575999999999998 -0.060094999999999989
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=-0.013212453159751381 0.012161468946304302 -0.018733104192037938 -0.017431862402233961 0.024352111524773148 0.018342099212310507 -0.016256554629839725 0.013779068925507065
leaf_weight=0.0019737012558028112 0.001015819272129668 0.0013176314576980137 0.0011458182589419346 0.001143731620602717 0.0015933621764301579 0.0010639120913355866 0.0012098799426332886
leaf_count=1640 194 426 293 87 264 679 327
internal_value=0 -0.00151155 0.00127942 0.00434899 0.000432068 0.0073959 -0.000274663
internal_weight=0 0.00944804 0.00813041 0.00698459 0.00584086 0.00386715 0.00227379
internal_count=3910 3716 3290 2997 2910 1270 1006
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=8
num_cat=0
split_feature=124 42 51 12 160 0 16
split_gain=1.62699e-05 2.19425e-05 4.11524e-05 4.46859e-05 5.17414e-05 4.8617e-05 3.03662e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.087825000000000014 -0.074249999999999997 -0.08286499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.01180299611621697 -0.015251149818522859 -0.016728177471933389 0.011547066960933555 -0.013081952844539779 -0.013048467525630936 0.0253812666475089 -0.009060348235878311
leaf_weight=0.0010242601656612086 0.001028831874074927 0.0012231564744089136 0.001969413031744114 0.0013753437798418346 0.0010553124673277035 0.001636056116668535 0.0011226901012583502
leaf_count=310 983 494 616 274 253 344 636
internal_value=0 -0.00146856 0.000223168 0.00311948 0.00697227 0.0114408 0.00406486
internal_weight=0 0.0094108 0.00838197 0.00715882 0.00578347 0.00472816 0.0030921
internal_count=3910 3600 2617 2123 1849 1596 1252
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=9
num_cat=0
split_feature=3 47 51 51 3 150 52 0
split_gain=1.44695e-05 3.76786e-05 5.91327e-05 3.60268e-05 5.34201e-05 6.2752e-05 8.68961e-05 8.49571e-05
threshold=0.16699000000000003 0.11669500000000001 0.08955500000000001 -0.07742499999999998 0.097615000000000021 0.086420000000000011 0.084240000000000023 -0.10575999999999998
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=-0.011143172148473402 0.011204465492172954 -0.019550416436260799 -0.020515927843508176 0.041224710192441456 0.02748387985311489 -0.019371646923925671 -0.015158077278379254 0.0049528869854474139
leaf_weight=0.0012723625783280703 0.0010132911370530325 0.0010169393262584722 0.0011235121803133078 0.0010098050332378085 0.0010832042906982475 0.0010023307465514219 0.0010982895093618397 0.001791122785579364
leaf_count=593 194 163 391 215 86 165 957 1146
internal_value=0 -0.00137308 0.000832635 0.00413772 0.00738645 0.00294507 0.00868179 0.0180298
internal_weight=0 0.00939757 0.00838063 0.00725711 0.00598475 0.00490155 0.00389922 0.00280093
internal_count=3910 3716 3553 3162 2569 2483 2318 1361
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=8
num_cat=0
split_feature=51 49 3 52 42 2 0
split_gain=1.64384e-05 2.83533e-05 6.07625e-05 3.96481e-05 6.08455e-05 5.86431e-05 4.32952e-05
threshold=-0.09021499999999999 -0.029304999999999998 -0.0026499999999999996 0.11110500000000002 0.084100000000000022 0.10679500000000001 -0.083564999999999987
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=0.0095095913092409501 0.022627657853205349 0.016504334733612402 -0.0083599977194356145 0.0099305131041156694 -0.029001584636532719 -0.023418644794398629 -0.0086541095426877213
leaf_weight=0.0015108308998785158 0.0012684592206381471 0.001428727532573661 0.0012627043509298597 0.0013382162058067689 0.0012070662202965706 0.001041177734184624 0.0013123148163340728
leaf_count=515 337 558 173 575 1001 214 537
internal_value=0 -0.00177581 0.00716906 -0.00535398 -0.00945356 -0.00321496 0.00445936
internal_weight=0 0.00885867 0.00253116 0.0063275 0.00498929 0.00378222 0.00274104
internal_count=3910 3395 510 2885 2310 1309 1095
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=8
num_cat=0
split_feature=43 0 42 52 16 2 3
split_gain=1.49986e-05 4.3179e-05 6.90619e-05 3.11673e-05 6.09203e-05 3.52297e-05 1.81164e-05
threshold=-0.049504999999999987 -0.017269999999999997 0.088345000000000021 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.017422181152244722 -0.015357127163847807 0.022019469530720866 0.014646463605960006 -0.01827715928246209 0.01904875563342693 0.011666592834523072 -0.0062247028047002304
leaf_weight=0.0013794165891625894 0.0015569123627884674 0.0010603552873096338 0.0013086414614489079 0.0014040571716915046 0.0013452793950370877 0.0010313691648566618 0.0012542091280195575
leaf_count=1053 427 177 594 857 228 405 169
internal_value=0 0.00493088 -0.00181003 -0.00299166 0.000832031 -0.00580998 0.00184876
internal_weight=0 0.00374841 0.00268806 0.00659183 0.00503491 0.00368964 0.00228558
internal_count=3910 1824 1647 2086 1659 1431 574
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=9
num_cat=0
split_feature=159 51 484 43 3 3 1 47
split_gain=3.03305e-05 4.85875e-05 5.18213e-05 4.81808e-05 5.65487e-05 4.08891e-05 4.08658e-05 3.43103e-05
threshold=-0.034019999999999988 0.090935000000000016 0.085515000000000022 -0.074254999999999988 -0.075954999999999981 -0.115685 0.077800000000000022 0.077735000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=-0.00032863028015064514 -0.00010555669982960513 0.00041639841852937154 0.0003984415610182853 0.00010475108582007284 0.00042662655714709798 -0.00060210779374195145 2.2026357730121752e-05 -0.00044163760014390781
leaf_weight=0.0010046998374122597 0.0018040165639123047 0.0011070260379925723 0.0010205194836402443 0.0013472833130407733 0.0013362404201396083 0.0011453274044110158 0.0015869855663984671 0.0010003695667536571
leaf_count=520 756 308 346 194 266 842 553 125
internal_value=0 2.82094e-05 -1.8295e-05 -7.00318e-05 0.000120898 -0.000188058 -0.000293745 -0.000157244
internal_weight=0 0.0103478 0.00924074 0.00822022 0.00314026 0.00507997 0.00373268 0.00258736
internal_count=3910 3390 3082 2736 1022 1714 1520 678
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 12 3
split_gain=3.05657e-05 7.62031e-05 5.02756e-05 7.92223e-05 0.00014047 7.65111e-05 8.35955e-05 3.19454e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 -0.040669999999999991
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=-0.00039970132221562633 -0.00033123418920503203 0.00051497143355407862 -0.00038734696851098544 0.00082095620404905691 -0.00016114667740813483 -0.00045016583015113017 0.00047320542051504746 3.065073347604419e-05
leaf_weight=0.0010910785820336024 0.0010004724580730045 0.0011022541857673802 0.0013035557721396808 0.001144352768575824 0.0010963783695917871 0.0016529563125457346 0.0012447418987825767 0.0016909026097526149
leaf_count=1248 161 279 419 320 101 453 676 253
internal_value=0 2.77084e-05 -3.0519e-05 2.82084e-05 0.000340418 -9.49638e-05 5.08454e-05 -0.000138131
internal_weight=0 0.0103262 0.00922397 0.00792041 0.00224073 0.00567968 0.00402672 0.00278198
internal_count=3910 3749 3470 3051 421 2630 2177 1501
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=8
num_cat=0
split_feature=48 4 42 151 4 13 4
split_gain=5.50624e-05 5.61879e-05 4.57793e-05 4.80009e-05 6.62516e-05 8.54322e-05 3.97263e-05
threshold=0.11930500000000001 0.28937500000000005 -1.0000000180025095e-35 -0.024429999999999997 -0.0021099999999999995 -0.062819999999999987 -0.23071499999999998
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=-0.0003402533197009904 -0.00042211705229122561 0.00035582497689584989 0.00034013032864064401 -0.00010781270059310687 -0.0006915755207948436 5.6822850942911823e-05 0.00030858606054528327
leaf_weight=0.0014700269130881799 0.0010941339358825882 0.0017990868273760367 0.0015939965390081128 0.0015753995468877451 0.0011173108236212199 0.001234217026692527 0.0019981476835384654
leaf_count=1007 161 388 456 239 370 156 1133
internal_value=0 3.95177e-05 -2.37883e-05 3.80826e-05 -4.31759e-05 -0.000298773 0.000125017
internal_weight=0 0.0107882 0.0089891 0.00751907 0.00592508 0.00235153 0.00357355
internal_count=3910 3749 3361 2354 1898 526 1372
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=52 0 12 160 2 0 15
split_gain=1.74987e-05 4.09794e-05 3.6196e-05 3.3709e-05 3.15471e-05 9.09483e-05 4.48462e-05
threshold=-0.048794999999999991 -0.15007499999999999 0.051320000000000005 -1.0000000180025095e-35 0.11005500000000001 0.047345000000000005 -0.10192499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.011085698977676606 -0.018531235250440457 0.025732940665502354 0.0016486894211868233 -0.012223060427179281 0.010928339431515858 -0.030439588744095632 0.014069374907147908
leaf_weight=0.0010453436637304714 0.0011698690659797725 0.0011324520882547925 0.0013898790268120499 0.0010297401769352823 0.001826359164597024 0.0010301161041036816 0.0017532928889358586
leaf_count=96 924 379 715 232 315 65 1184
internal_value=0 0.00556229 0.0124618 -0.00308328 0.000121273 -0.00505492 0.004341
internal_weight=0 0.00356767 0.00252233 0.00680938 0.00563951 0.00381315 0.00278303
internal_count=3910 1190 1094 2720 1796 1481 1416
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=9
num_cat=0
split_feature=48 48 2 2 4 42 151 4
split_gain=4.6686e-05 0.000100268 5.72458e-05 7.30395e-05 6.69732e-05 5.02434e-05 5.75428e-05 7.07198e-05
threshold=0.11930500000000001 0.093225000000000016 0.11462500000000002 0.10393500000000001 0.15045000000000003 0.085545000000000024 -0.0074049999999999993 -0.017449999999999997
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=0.00038780317818315496 -0.0003922801177786775 0.00058615576987514442 0.00037265577032479186 -0.00046633279924069155 0.00037311444707809153 -0.00045684599512466279 0.00010713786052312817 -0.00051390684860443396
leaf_weight=0.0010954372304225191 0.0010519565897681273 0.0011550474793031477 0.0012092040947055205 0.0015594034764567838 0.0014792198589227432 0.0011730339800653574 0.0017823364512518855 0.0011661934029011702
leaf_count=285 161 279 432 321 229 1014 822 367
internal_value=0 4.07661e-05 -2.57909e-05 -8.41515e-05 4.85011e-06 -9.9567e-05 4.06902e-06 -0.000138496
internal_weight=0 0.0106199 0.00946483 0.00825562 0.00669622 0.005217 0.00404397 0.00294853
internal_count=3910 3749 3470 3038 2717 2488 1474 1189
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 3 3 12
split_gain=5.48943e-05 8.22033e-05 5.2984e-05 8.26709e-05 7.70314e-05 5.60579e-05 4.96141e-05 6.3455e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.074234999999999982 0.097345000000000015
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=-0.00021551654063931092 -0.00043774319525366988 0.00053657204712840548 -0.00038800112542495315 0.00047561360781345782 -0.00049748633189668342 0.00033282770504461856 -0.00044251857063311919 0.00040632279780873865
leaf_weight=0.0014432671457199544 0.0010369339567191408 0.0011225192677839025 0.0013265223245057895 0.0013597666596165828 0.0012322920294391771 0.0017630414256011272 0.0010934694681112413 0.001120908230973964
leaf_count=1570 161 279 419 424 308 224 340 185
internal_value=0 3.52336e-05 -2.5024e-05 3.50674e-05 -5.49735e-05 4.56236e-05 -9.28133e-05 5.63154e-05
internal_weight=0 0.0104618 0.00933927 0.00801274 0.00665298 0.00542069 0.00365764 0.00256418
internal_count=3910 3749 3470 3051 2627 2319 2095 1755
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=9
num_cat=0
split_feature=15 150 16 151 52 2 15 3
split_gain=1.61974e-05 3.11575e-05 7.16313e-05 5.58692e-05 4.45394e-05 9.95901e-05 5.57265e-05 7.02419e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.30307999999999996 -0.07299499999999999 0.11110500000000002 0.10113500000000002 -0.017214999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -8
right_child=1 3 4 -5 -6 -7 7 -9
leaf_value=0.010409888434608093 -0.028424822443796485 0.024085068246138902 -0.011803869877833585 -0.0078369711565417083 0.01818171588942492 -0.031545415612836095 -0.0054305506789053999 0.03018842746800194
leaf_weight=0.0012846216046521726 0.0010888046643414548 0.0011441978457408762 0.0014895622203690735 0.0010526770669431291 0.0010485943363578026 0.0010642039724966597 0.0010584748544441855 0.0011608353214093302
leaf_count=317 226 283 603 204 500 433 1192 152
internal_value=0 -0.00158479 -0.00488266 0.00878898 -0.000479659 -0.00457937 0.00315813 0.0132004
internal_weight=0 0.00910735 0.00691048 0.00219687 0.00582167 0.00477308 0.00370887 0.00221931
internal_count=3910 3593 3106 487 2880 2380 1947 1344
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=8
num_cat=0
split_feature=48 48 51 2 40 2 1
split_gain=3.82625e-05 7.81187e-05 5.54886e-05 9.30918e-05 7.35113e-05 6.66977e-05 4.24429e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.094010000000000024 0.095575000000000007
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=-0.00063351939448244121 -0.00046958807777093905 0.0004237291943569392 -0.00050295069433146575 0.00040908518149021419 -0.00014038388271366705 -0.00039939978979539742 0.00027182887827934508
leaf_weight=0.0010722393486139407 0.0010254162648966588 0.0010908973275403763 0.0013219858857658603 0.0013071398845152524 0.0018833594012242993 0.0016713921587524286 0.0019594783282216306
leaf_count=214 161 279 419 424 1653 464 296
internal_value=0 -7.24306e-05 -0.000131164 -6.88984e-05 -0.000163758 -7.24134e-05 6.98051e-05
internal_weight=0 0.0103065 0.0092156 0.00789361 0.00658647 0.00551423 0.00384284
internal_count=3910 3749 3470 3051 2627 2413 1949
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=9
num_cat=0
split_feature=48 48 1 0 151 4 0 3
split_gain=4.07189e-05 9.34326e-05 4.74076e-05 0.000144762 6.46493e-05 0.000117742 5.81261e-05 4.87379e-05
threshold=0.11930500000000001 0.093225000000000016 0.11198000000000001 -0.10303999999999998 -0.076429999999999984 -0.0025899999999999994 -0.11756999999999999 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.00029681400547551339 -0.00037647692872872331 0.00055928532541409256 0.00075106374870770526 -0.00018865757101675838 -0.00022903353845691554 -0.00090111728231452983 -0.0002647332712366505 0.00023667396800775567
leaf_weight=0.0011931809465317474 0.0010344904362438239 0.0011483190782509553 0.0010591815334729316 0.0015563457026021483 0.0016135752159204221 0.0010226025363954019 0.0011985961022975063 0.0018597646039725229
leaf_count=412 161 279 133 351 1401 158 499 516
internal_value=0 3.09897e-05 -3.28465e-05 0.000191891 -0.000118188 -0.000205144 -0.000557714 2.03248e-05
internal_weight=0 0.0106516 0.00950325 0.00261553 0.00688772 0.00569454 0.0022212 0.00347334
internal_count=3910 3749 3470 484 2986 2574 657 1917
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=9
num_cat=0
split_feature=3 47 2 43 457 3 12 15
split_gain=1.62975e-05 3.3215e-05 4.6755e-05 4.18479e-05 7.0792e-05 6.63558e-05 0.000109272 4.4194e-05
threshold=0.16699000000000003 0.11669500000000001 0.11542500000000001 -0.07526999999999999 0.082870000000000013 0.090325000000000003 0.080120000000000011 -0.033649999999999992
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=0.021894199286582983 0.011889507962957903 -0.018670001669818012 0.019617843806865293 0.014820316614840692 0.014074943727269466 -0.03589266783983331 -0.027912209752362922 -0.0038392303254275312
leaf_weight=0.0011917390274134129 0.0010085613605924715 0.0010046328973939258 0.0011170848504400916 0.0012314622336094601 0.0010850749499774735 0.001070445874602503 0.001164033702445435 0.0015167512578143721
leaf_count=626 194 163 392 197 136 137 1405 660
internal_value=0 -0.00148825 0.00057242 -0.00235827 -0.0082155 -0.0151939 -0.00594453 0.00748351
internal_weight=0 0.00938122 0.00837659 0.00725951 0.00455102 0.00346594 0.0023955 0.00270849
internal_count=3910 3716 3553 3161 1875 1739 1602 1286
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=7
num_cat=0
split_feature=4 0 3 3 1 49
split_gain=1.74618e-05 3.17795e-05 6.43895e-05 6.16385e-05 3.14753e-05 2.90086e-05
threshold=0.28937500000000005 -0.06402999999999999 -0.074234999999999982 0.086245000000000016 0.094385000000000011 -0.006494999999999999
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=-0.026257231114680285 0.0083595977680871788 0.019453737562241436 -0.0081453145343475825 -0.006578076714703264 -0.0047960859725403428 0.016265110160242267
leaf_weight=0.0016004435987345142 0.0019468794632898868 0.0016530071360128015 0.001730071977950145 0.0010769873049861489 0.001192632595049664 0.0011490306931073455
leaf_count=2287 426 277 358 109 342 111
internal_value=0 -0.00215104 0.00533987 -0.00720022 -0.0170934 0.00521317
internal_weight=0 0.00840217 0.00338308 0.00501909 0.00279308 0.00222602
internal_count=3910 3484 635 2849 2629 220
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=9
num_cat=0
split_feature=474 160 42 160 0 48 4 52
split_gain=3.76777e-05 6.46879e-05 4.83713e-05 3.49517e-05 5.383e-05 0.00010083 5.80171e-05 5.47703e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091575000000000017 -0.15517999999999996 0.08593000000000002 0.05309500000000001 0.084735000000000019
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=-0.00040464059621036266 0.00035629520231287242 -0.00033407952462915537 -0.00017635230189646655 -0.00025529226223561593 -0.00043904023073286529 0.00079120153050403139 0.00036098718555483561 0.0001760954013839583
leaf_weight=0.0015877680853427683 0.0010108581683031378 0.0012404488667377336 0.0016121577710691767 0.0010158505587332988 0.0010529984370039654 0.0010040613073734606 0.0017747525784092043 0.0011802408242361784
leaf_count=927 424 869 168 248 504 258 231 281
internal_value=0 -4.01142e-05 2.50604e-05 8.33707e-05 0.000135306 0.000235553 9.63548e-05 -0.000113948
internal_weight=0 0.0104683 0.00888051 0.00764006 0.00662421 0.00501205 0.00400799 0.00223324
internal_count=3910 3486 2559 1690 1442 1274 1016 785
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=8
num_cat=0
split_feature=151 2 48 51 2 0 15
split_gain=1.73178e-05 5.06699e-05 3.81543e-05 6.75352e-05 6.08219e-05 7.21949e-05 0.000109912
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.093225000000000016 0.083165000000000017 0.11260500000000001 -0.032484999999999993 -0.055679999999999993
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=-0.010839931141029371 0.021366825556873754 -0.022418562183209971 0.0132720432761306 -0.028144343690957519 0.021417634868072171 -0.023298810105502561 0.018289176018351529
leaf_weight=0.0013237384093102321 0.0011148473125521747 0.0010298366687401636 0.0014470388591776989 0.0010318355711852007 0.0010470630467736865 0.0014892222211885324 0.0018633983566872627
leaf_count=423 245 511 324 370 400 193 1444
internal_value=0 0.00140821 -0.00140535 -0.0046924 -0.000235551 -0.00540896 0.0037994
internal_weight=0 0.00902324 0.00790839 0.00646136 0.00542952 0.00438246 0.00289324
internal_count=3910 3487 3242 2918 2548 2148 1955
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 4 1 2 0
split_gain=4.20658e-05 6.32378e-05 3.83007e-05 7.27441e-05 6.56032e-05 5.28527e-05 6.97759e-05 7.15732e-05 5.13467e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11235500000000002 0.0043150000000000003 -0.0010999999999999996 0.085990000000000011 0.096540000000000015 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -7
right_child=-2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.0005146248660195706 -0.00038515068970420679 0.00047691747947153131 -0.00037062751592942218 0.00068714392702144862 -8.9378708795673955e-06 -0.00057513851629508914 0.00045999690062925971 0.00015471909728430485 1.325606544400684e-05
leaf_weight=0.0010435933538939263 0.0010177208180776288 0.001100394288916738 0.001062303871343157 0.0010474314887993726 0.0010348523969803277 0.0012967324396068263 0.001159197174452543 0.0014927600529259287 0.0010177369223619017
leaf_count=1107 161 279 398 314 98 254 632 246 421
internal_value=0 3.28017e-05 -2.05815e-05 2.53702e-05 0.000341206 -8.40568e-05 6.14594e-05 -0.000120685 -0.000316405
internal_weight=0 0.010255 0.00915461 0.0080923 0.00208228 0.00601002 0.00369555 0.00253635 0.00231447
internal_count=3910 3749 3470 3072 412 2660 1985 1353 675
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=9
num_cat=0
split_feature=48 4 12 3 13 47 4 1
split_gain=4.92254e-05 8.11709e-05 7.96209e-05 0.000104903 6.16241e-05 4.78388e-05 5.89904e-05 7.00534e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.12566000000000002 -0.086679999999999993 0.085165000000000018 0.0057500000000000008 0.086560000000000012
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=-0.0004859008451504945 -0.00040468419240859957 0.00040855494512136186 -0.0004859099225978258 0.00060365290021201841 -5.2951720435025032e-06 0.00031807200602861557 0.00030321666536285512 -0.00065145089676354117
leaf_weight=0.0013196800242504178 0.0010686313014434722 0.0018641659394883674 0.001078374182764766 0.0010740920400251651 0.0017815631148182384 0.001552350668772436 0.001064420721767777 0.0010112382328829035
leaf_count=264 161 388 553 97 1296 296 294 561
internal_value=0 3.65787e-05 -4.14947e-05 3.60603e-05 -5.79057e-05 2.7415e-05 -8.95607e-05 -0.00023926
internal_weight=0 0.0107459 0.00888172 0.00756204 0.00648795 0.00540957 0.00385722 0.0027928
internal_count=3910 3749 3361 3097 3000 2447 2151 1857
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=8
num_cat=0
split_feature=1 52 151 0 13 3 1
split_gain=4.01076e-05 4.63889e-05 5.4137e-05 6.07145e-05 7.56854e-05 4.97412e-05 7.43463e-05
threshold=0.13662500000000002 0.11401500000000002 -0.084129999999999996 -0.076099999999999987 -0.0016149999999999999 0.094625000000000015 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00037160462355367645 0.00037253061007259979 -0.00038220142215229617 -0.00048975218347589136 0.00053232831556234111 -5.1181812576194065e-05 0.000192182828801263 0.00014588740661857505
leaf_weight=0.0012343994486403763 0.0010006078923397678 0.0013191662910938635 0.0017427035337574416 0.001874183268134549 0.0015709932697452684 0.0016702217982124956 0.0011909001396435677
leaf_count=388 225 598 1531 490 358 146 174
internal_value=0 -3.81406e-05 1.07502e-05 6.93883e-05 0.000266249 -7.79281e-05 -0.000231713
internal_weight=0 0.0106026 0.0092834 0.008049 0.00344518 0.00460383 0.0029336
internal_count=3910 3685 3087 2699 848 1851 1705
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=7
num_cat=0
split_feature=52 4 160 13 13 3
split_gain=1.6686e-05 4.77355e-05 3.16346e-05 2.75635e-05 9.33153e-05 3.01127e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
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=-0.0074262857357205742 -0.018048839016655892 0.015790234910037646 -0.012999184142512207 0.0303131882619063 -0.014062587202647562 0.0049088930233401737
leaf_weight=0.0016056871968820187 0.0011659480610763393 0.0019748536355156479 0.0012571069931765107 0.0010183705864882848 0.0016180877175642702 0.0017324398167657296
leaf_count=795 924 395 127 484 966 219
internal_value=0 0.00537883 -0.00305736 4.95122e-05 0.00380414 -0.0042531
internal_weight=0 0.00358054 0.00679195 0.00562601 0.0043689 0.00335053
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=10
num_cat=0
split_feature=484 39 12 13 49 2 1 3 4
split_gain=0.00013662 4.66034e-05 5.31822e-05 8.73633e-05 6.51594e-05 7.49564e-05 0.000170127 0.000125562 0.000106493
threshold=-1.0000000180025095e-35 0.092870000000000022 0.11655500000000001 0.043015000000000005 -0.084934999999999997 0.10679500000000001 0.11235500000000002 0.090325000000000003 -0.0021099999999999995
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=-0.00070669027636455532 -0.00038987451054111266 -0.00035328991967213409 -0.00033304776945297567 0.00058018250325341772 0.00041654666966167004 -0.0007336034156167617 0.0003707067387984663 0.00086796074129078698 -0.00029241986959817714
leaf_weight=0.0010010312452669616 0.0010889095831525955 0.0010023445334644302 0.0010250666536535556 0.0014443062476161769 0.0017591383350941334 0.0010527860803331522 0.0010933976867622205 0.0010481111013169366 0.001517042623475978
leaf_count=627 188 230 120 399 1386 229 181 141 409
internal_value=0 4.98391e-05 9.01306e-05 0.000138309 5.38845e-05 0.000128564 -0.000171 0.000277241 8.82582e-05
internal_weight=0 0.0110311 0.0100288 0.00900369 0.00755939 0.00647048 0.00214618 0.00432429 0.00327618
internal_count=3910 3283 3053 2933 2534 2346 410 1936 1795
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=8
num_cat=0
split_feature=376 43 52 16 457 1 16
split_gain=1.55217e-05 3.94303e-05 9.94572e-05 4.77133e-05 6.49653e-05 3.70141e-05 5.22235e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.088779999999999984 0.081265000000000018 0.041935000000000007 0.095575000000000007 -0.27337499999999998
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=0.033616777658119629 0.010935405222128129 -0.02002958952238628 -0.0049838132649196298 -0.025482495568984315 0.018922690316762084 -0.015122860566397731 0.013879232957197349
leaf_weight=0.0010034671559450729 0.0011279061820928622 0.001573891948615882 0.0019936477611227224 0.0010475809954117177 0.0011469479014843825 0.0012254527451550567 0.0012585025814420177
leaf_count=398 206 1336 1019 361 153 167 270
internal_value=0 -0.00149024 0.00794009 -0.00601073 -0.0020916 -0.00803128 -0.000428873
internal_weight=0 0.00924949 0.00299711 0.00625238 0.0052048 0.00405785 0.00248396
internal_count=3910 3704 1417 2287 1926 1773 437
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=9
num_cat=0
split_feature=1 123 2 49 0 1 16 13
split_gain=4.22146e-05 6.42196e-05 5.80477e-05 5.7856e-05 8.16654e-05 7.56028e-05 5.14561e-05 5.31581e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11934000000000002 -0.0019649999999999997 -0.17106499999999999 0.10752500000000002 -0.057604999999999996 -0.037444999999999992
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=0.00014798022394716173 0.00038612183853978439 0.00041482108839024906 -0.00049869559465133269 -0.00033257778104662546 -0.00057604191897862205 0.0004877614712449553 -0.00020827883456546939 0.00034265141983050957
leaf_weight=0.0010147395040574769 0.0010032870267123245 0.001091583324495154 0.0011578694336868709 0.0015468310868322331 0.0014617726811352117 0.0013353758983968289 0.0011518179547355335 0.0016209118493899638
leaf_count=110 225 276 247 1338 468 191 633 422
internal_value=0 -3.50723e-05 -8.7939e-05 -2.94498e-05 -0.000279377 8.0003e-05 -4.6054e-05 0.00011379
internal_weight=0 0.0103809 0.00928932 0.00813145 0.00247651 0.00565494 0.00431956 0.00277273
internal_count=3910 3685 3409 3162 578 2584 2393 1055
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=9
num_cat=0
split_feature=50 15 13 47 1 2 1 4
split_gain=5.20587e-05 6.17497e-05 5.65304e-05 9.81184e-05 9.23472e-05 7.96843e-05 6.714e-05 0.000164237
threshold=0.086465000000000014 -0.26361999999999991 0.11596500000000001 0.09252500000000001 0.076710000000000014 0.097360000000000016 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=0.00049082536452481655 -0.00042769733102279044 -0.00068646969560182006 0.00031504504232124624 -0.00056251091766796625 -4.7348573618440373e-05 1.6560940427467939e-05 -0.00024751901924348915 0.00084857259432517698
leaf_weight=0.0010267503336046273 0.0010313452272362961 0.001075546175016671 0.0016613890959602867 0.0013599904535392055 0.0018679146407053057 0.0014629664623960147 0.0010182801195335366 0.0013590178956626175
leaf_count=264 715 1160 205 288 569 390 175 144
internal_value=0 3.33271e-05 -1.45802e-05 -8.18266e-05 1.45402e-05 -0.000281307 0.000191448 0.000329967
internal_weight=0 0.0108319 0.0098051 0.00814372 0.00678373 0.00253851 0.00424521 0.00322693
internal_count=3910 3195 2931 2726 2438 1550 888 713
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=9
num_cat=0
split_feature=484 15 42 151 16 3 2 15
split_gain=0.000150446 6.69954e-05 6.47413e-05 9.63241e-05 6.05798e-05 6.02163e-05 0.000117448 8.40503e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093125000000000013 -0.044604999999999992 -0.15168999999999996 0.12046500000000002 0.099015000000000006 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -5
right_child=1 4 -4 5 -6 -7 -8 -9
leaf_value=-0.00073124509286968367 -0.00024364368483536462 9.2297652252185992e-05 -0.00029879908062437381 -7.3377214661986834e-05 -0.00057203722914124001 -2.8541141908585225e-05 0.00089395833376070216 0.00055564146404402039
leaf_weight=0.0010039853605242231 0.0015090759644575116 0.0010181489405448872 0.0011449046995858463 0.0017740358205708187 0.0010956182996898459 0.0015351436473765951 0.0014023484781469009 0.0015134845644702024
leaf_count=627 383 102 325 453 1249 171 377 223
internal_value=0 6.16835e-05 0.000136371 0.00020079 -0.000252044 0.000308531 0.000418865 0.000216206
internal_weight=0 0.0109928 0.00887899 0.00773409 0.00211377 0.00622501 0.00468987 0.00328752
internal_count=3910 3283 1932 1607 1351 1224 1053 676
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=8
num_cat=0
split_feature=0 1 2 0 48 3 12
split_gain=1.63659e-05 4.47967e-05 5.10718e-05 5.70732e-05 5.03002e-05 3.85921e-05 4.72371e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 -0.15007499999999999 0.086870000000000017 0.076695000000000013 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.018195078429289222 0.026949101456039196 -0.013926130952270868 0.014994133977374802 0.027468580283677144 -0.013267574314209905 -0.011585895942228801 0.00037012421134857221
leaf_weight=0.0015193534379924351 0.0011313093737650047 0.0015317361399596703 0.0011683178873918257 0.0010519204567138369 0.0013661490736326543 0.0010115940968326237 0.0016350755285149832
leaf_count=1948 195 729 144 268 115 161 350
internal_value=0 -0.00311696 0.0013591 0.00788738 -0.000239723 0.0051278 0.0112396
internal_weight=0 0.00663748 0.00511812 0.00358639 0.00253447 0.00377798 0.00276638
internal_count=3910 3204 1256 527 259 706 545
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=9
num_cat=0
split_feature=50 15 13 16 16 3 16 3
split_gain=4.20986e-05 6.05801e-05 4.85553e-05 6.48152e-05 8.71951e-05 9.10611e-05 7.60681e-05 5.57903e-05
threshold=0.086465000000000014 -0.26361999999999991 0.11596500000000001 0.26538000000000006 -0.094359999999999986 0.090325000000000003 -0.52488999999999997 -0.016619999999999996
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=0.00048462173667570174 -0.00038128198031801581 0.00015060448882342687 0.00029137192673097073 -0.00049139235719059297 0.00023587220265330398 0.00062128996431350645 -0.00049192527248580198 -0.00033712352159448743
leaf_weight=0.0010363310725667657 0.0010287973385213001 0.0011292784536541213 0.0016656798833335875 0.0012270127891503809 0.0014821329628660223 0.0012734044706757498 0.0019007046134238408 0.0011682547176455186
leaf_count=264 715 163 205 420 1417 121 419 186
internal_value=0 3.3685e-05 -1.37756e-05 -7.59063e-05 -2.59269e-06 0.000190352 -0.000252454 -1.66965e-05
internal_weight=0 0.0108828 0.00984647 0.00818079 0.00695378 0.00392379 0.00302998 0.00265039
internal_count=3910 3195 2931 2726 2306 1724 582 1603
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=11
num_cat=0
split_feature=50 160 42 52 49 2 12 4 156 4
split_gain=3.94191e-05 5.22116e-05 7.7911e-05 7.69593e-05 7.09668e-05 0.000173375 0.000126099 0.000100556 5.65364e-05 1.71324e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.092854999999999979 -0.029304999999999998 0.095545000000000005 0.095295000000000019 -0.060264999999999992 0.083950000000000011 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 7 -6 -1 -9
right_child=-2 2 3 4 6 -7 -8 9 -10 -11
leaf_value=0.00064069842760972973 -0.00037077158838433745 -0.0005000467933629504 -0.00040731724084084903 0.00091205244052110798 0.00066023251328540297 -0.0001886752992360626 -0.00058946601817895918 -0.00026022218771710244 -1.2151434121574422e-05 0.00010010791865073831
leaf_weight=0.0010064415469608231 0.0010501011943156975 0.0012115267353679056 0.0012653461693830879 0.0011965366570304988 0.001078590750994366 0.001018409991495653 0.0011257859796193954 0.001018142893462796 0.0010338852667465591 0.0010111409169837409
leaf_count=491 715 766 468 129 339 143 173 187 313 186
internal_value=0 2.69007e-05 -3.77878e-05 3.4813e-05 0.000121568 0.000405949 -2.72133e-05 0.000176455 0.000309883 -8.06788e-05
internal_weight=0 0.0109658 0.00892548 0.00771395 0.00644861 0.00221495 0.00423366 0.00310787 0.00204033 0.00202928
internal_count=3910 3195 2391 1625 1157 272 885 712 804 373
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=9
num_cat=0
split_feature=484 159 47 2 2 16 0 1
split_gain=0.000146806 4.63139e-05 8.51142e-05 8.36946e-05 8.13985e-05 8.15109e-05 6.78112e-05 6.54715e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10561500000000001 0.10113500000000002 0.086650000000000019 -0.055679999999999993 -0.089879999999999974 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5
right_child=1 -3 -4 7 6 -7 -8 -9
leaf_value=-0.00072054541774497192 0.00013575218059626586 0.00040910300241618906 0.0004117270687924622 -0.00057804100156595066 -1.7651952854676354e-05 -0.00055889775226711756 0.00065660487068324043 -1.6486209632751392e-05
leaf_weight=0.0010032201630944754 0.0016386716357862634 0.0013078226407092436 0.0017327726277924964 0.001698346191761309 0.0010233953662224437 0.0010758211190541522 0.0013044055258386433 0.0015061060177941907
leaf_count=627 772 400 194 439 275 373 581 249
internal_value=0 6.21504e-05 1.66821e-05 -6.63232e-05 9.11477e-05 -0.000139555 0.000360174 -0.000314108
internal_weight=0 0.0112873 0.00997952 0.00824675 0.00504229 0.00271449 0.0023278 0.00320445
internal_count=3910 3283 2883 2689 2001 1145 856 688
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=9
num_cat=0
split_feature=14 15 16 160 16 52 1 1
split_gain=1.91965e-05 5.50984e-05 3.66234e-05 3.15372e-05 4.17373e-05 5.18554e-05 7.78315e-05 1.40287e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.41862999999999995 -0.026849999999999995 -0.072804999999999981 0.091210000000000013 0.094385000000000011 0.089680000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.013008514287183616 0.023135476280279853 -0.019180394013817603 0.014297797913967063 0.016487602722932239 -0.0361276402832897 0.0090077627366222362 -0.0011203127196828422 0.00051320762307232963
leaf_weight=0.0010405190219871041 0.0010297997735895558 0.0010152666705838722 0.0014498491912548718 0.0011376574773464525 0.0011315391042612485 0.001156125488067445 0.0014475549522640469 0.0010638296477724308
leaf_count=196 365 247 831 812 684 178 366 231
internal_value=0 0.00130382 -0.00137206 0.00107566 -0.00215342 -0.00859051 -0.0164793 0.00876826
internal_weight=0 0.00943162 0.00840182 0.00738656 0.00593671 0.00373522 0.00257909 0.00220149
internal_count=3910 3714 3349 3102 2271 1228 1050 1043
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=8
num_cat=0
split_feature=151 2 52 13 1 4 0
split_gain=1.57974e-05 4.76329e-05 3.87839e-05 8.3314e-05 5.57122e-05 6.58092e-05 4.4983e-05
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 0.089175000000000018 0.08734500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.01029486473447236 0.020685713208258547 0.004207557587715155 -0.018188674608776125 0.0064553918812720688 -0.03416224526909796 -0.0020463509743677208 0.032710253874801275
leaf_weight=0.0013287403591686177 0.0011204854649847712 0.0011938181600613638 0.0011656296351244873 0.0019917286101830216 0.0011132701745786007 0.0014946587596718804 0.0010326563224011228
leaf_count=423 245 548 591 1231 492 178 202
internal_value=0 0.00137675 -0.00133047 0.00154824 -0.00613807 -0.015756 0.0174273
internal_weight=0 0.00911225 0.00799176 0.00682613 0.00459966 0.00260793 0.00222647
internal_count=3910 3487 3242 2651 1901 670 750
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=9
num_cat=0
split_feature=1 123 2 48 150 4 16 1
split_gain=4.83637e-05 4.29728e-05 5.78873e-05 7.39278e-05 9.32029e-05 9.15731e-05 8.19647e-05 5.13185e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11934000000000002 0.099240000000000009 0.090695000000000012 -0.034289999999999994 -0.0021449999999999998 0.094890000000000016
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=-0.00071907268143886038 0.00039901871352391189 0.00031811023691281437 -0.00049170709871715996 0.00046054622878640106 -0.00064845746311956371 -5.7894243627663553e-05 -2.585900117607096e-05 0.00041353735658999235
leaf_weight=0.0010191125294537122 0.0010311774655302813 0.0011205582107846274 0.001194100587744054 0.001034584662577648 0.001023228697612219 0.0016371734335995278 0.0018393297286019711 0.0019394154036772131
leaf_count=1159 225 276 247 201 219 863 475 245
internal_value=0 -4.54198e-05 -8.74719e-05 -3.06361e-05 -9.87713e-05 -1.13661e-05 -0.000273009 0.000197741
internal_weight=0 0.0108075 0.00968695 0.00849284 0.00745826 0.00643503 0.00285844 0.00357659
internal_count=3910 3685 3409 3162 2961 2742 1634 1108
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=9
num_cat=0
split_feature=14 15 16 15 12 43 48 13
split_gain=1.41447e-05 4.28553e-05 2.92873e-05 3.02079e-05 3.55884e-05 5.99641e-05 6.72679e-05 0.000122608
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.41862999999999995 -0.094924999999999995 0.098845000000000016 0.0050750000000000005 0.08593000000000002 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.011171199007472878 0.02039278484172373 -0.01721233328238659 0.015123481508443275 -0.03840797839398858 -0.018792614915474865 0.022830114986071282 0.01714061338442651 0.0038820811442125212
leaf_weight=0.0010395425414060312 0.0010277459113597317 0.0010100765793858721 0.0012480755643574084 0.0010954605980056983 0.0010407430324929955 0.0010466663429598991 0.0010919461349716084 0.0018321414959218407
leaf_count=196 365 247 247 1057 456 322 253 767
internal_value=0 0.00112213 -0.00124548 0.00094727 -0.00194992 0.00151005 -0.00404157 -0.0119422
internal_weight=0 0.00939286 0.00836511 0.00735503 0.00610696 0.00506621 0.00401955 0.0029276
internal_count=3910 3714 3349 3102 2855 2399 2077 1824
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=9
num_cat=0
split_feature=3 47 51 4 4 16 4 2
split_gain=1.51413e-05 3.41402e-05 4.4188e-05 3.66085e-05 6.50461e-05 5.83122e-05 4.17323e-05 2.92416e-05
threshold=0.16699000000000003 0.11669500000000001 0.08955500000000001 0.24280000000000004 -0.0010999999999999996 -0.52908499999999992 -0.049279999999999997 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.010900447319701106 0.011538179173584715 -0.018765512329461439 -0.017678256555043289 -0.0028547084895383639 -0.017862677191792808 0.030380069751462482 0.023255450961630272 0.010720293176510794
leaf_weight=0.0012980575947587065 0.0010101130405757207 0.0010047752644808628 0.0011271834412592951 0.0010013944814686866 0.0015771438752820587 0.0011165778353919554 0.0010515532553612545 0.0012074136233750264
leaf_count=1196 194 163 391 103 595 300 682 286
internal_value=0 -0.00134717 0.000741484 0.00360442 -0.000958918 0.0146664 0.00653601 -0.000481179
internal_weight=0 0.0093841 0.00837932 0.00725214 0.00513417 0.00211797 0.00355702 0.00250547
internal_count=3910 3716 3553 3162 2759 403 2164 1482
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 2
split_gain=4.80591e-05 6.02784e-05 4.77628e-05 6.65341e-05 8.87279e-05 7.21209e-05 0.000106973 0.000104655 2.38073e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00055347102338812416 -0.00040511349659546307 0.00047264986778422692 -0.00035897338169539931 0.00044786258905319922 0.00029273454666894054 -0.00039179291012852492 -0.00037903797873964926 0.00083235405158518252 -0.00010676228688783946
leaf_weight=0.0010633775209105256 0.0010244127453773464 0.0011062025487755386 0.0013071127068422202 0.0013176224234799421 0.001201508218397941 0.0010709456300799485 0.0010300160133643651 0.0011229295293248495 0.0010972708241000207
leaf_count=214 161 279 419 424 642 364 130 200 1077
internal_value=0 4.01706e-05 -1.17696e-05 4.56512e-05 -3.48163e-05 6.50495e-05 0.000174951 0.000341715 0.000102044
internal_weight=0 0.010317 0.00921078 0.00790367 0.00658605 0.00552267 0.00445172 0.00342171 0.00229878
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=10
num_cat=0
split_feature=50 133 49 16 160 13 0 13 1
split_gain=3.16637e-05 4.06428e-05 5.1932e-05 7.52384e-05 6.56064e-05 5.16483e-05 3.46822e-05 5.43834e-05 2.27236e-05
threshold=0.086465000000000014 0.088055000000000008 -0.006494999999999999 -0.063614999999999991 -0.070974999999999996 0.11202500000000001 -0.13027499999999997 -0.070604999999999987 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 -6 -8 -1
right_child=-2 -3 4 -5 5 -7 7 -9 -10
leaf_value=0.00027359005442710349 -0.00032886597528566767 -0.00031496599407595009 0.00056480732864021038 -0.0005712741505056201 0.0002139587426980272 0.00046976936999434547 0.00010315312372387688 -0.0004930829393098037 -0.00013118339451367503
leaf_weight=0.0011138783093832538 0.0010169228309068424 0.0011439620511527028 0.001343960413021936 0.0010024917676555401 0.001394011772359195 0.0010018301304550578 0.0012560141220044026 0.0011061081226350908 0.0010229099072709101
leaf_count=137 715 715 429 308 182 104 482 727 111
internal_value=0 3.36709e-05 7.68284e-05 -0.0001281 0.000182258 7.42017e-05 -3.13035e-05 -0.000176046 7.98194e-05
internal_weight=0 0.0103852 0.0092412 0.00313928 0.00610192 0.00475796 0.00375613 0.00236212 0.00213679
internal_count=3910 3195 2480 556 1924 1495 1391 1209 248
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=9
num_cat=0
split_feature=50 15 15 133 49 43 4 16
split_gain=4.04569e-05 6.00691e-05 4.88422e-05 5.54169e-05 7.97472e-05 9.62572e-05 6.49023e-05 0.000119422
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.087895000000000015 -0.085174999999999987 -0.083899999999999988 -0.034289999999999994 -0.094359999999999986
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=0.00048393613547874017 -0.00036543383030246109 -0.00040432340923966939 -0.00036305384656575235 -0.00036938371349826371 0.00058870116133919403 -0.00027378570547102342 -0.00033430481174081162 0.0004876332675533276
leaf_weight=0.0010354122995877213 0.0010666073199023475 0.0010882266281175964 0.0012172072897536296 0.0011267787086694488 0.0016716084851992833 0.0016402567788427174 0.0010259181481076492 0.0020133654081440624
leaf_count=264 715 286 169 623 363 889 207 394
internal_value=0 3.48252e-05 -1.2706e-05 3.63063e-05 9.67055e-05 0.000184819 4.05458e-05 0.000210186
internal_weight=0 0.0108188 0.00978336 0.00869513 0.00756836 0.00635115 0.00467954 0.00303928
internal_count=3910 3195 2931 2645 2022 1853 1490 601
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=8
num_cat=0
split_feature=1 4 4 1 3 2 1
split_gain=1.55125e-05 4.86108e-05 2.74973e-05 5.25091e-05 4.96932e-05 3.41187e-05 2.27793e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0057500000000000008 0.10688500000000002 -0.010319999999999998 0.11542500000000001 0.12577000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5
right_child=2 -3 3 5 -6 -7 -8
leaf_value=0.0049732746372867813 0.0097951228915989733 -0.020226851898318049 0.024645515825524267 -0.015167216092250944 -0.017649346563053669 0.015155363247704943 0.0049295741106111226
leaf_weight=0.0017595110085511783 0.0011743502888770163 0.0013549224202352046 0.0012469195318326352 0.0012794857361866185 0.0015056508212230417 0.0010950296465756055 0.001008621413961385
leaf_count=422 867 1586 203 127 298 272 135
internal_value=0 -0.00598994 0.00243795 0.0071041 -0.00562345 0.000638877 -0.00630834
internal_weight=0 0.00311443 0.00731006 0.00463006 0.00268 0.00338314 0.00228811
internal_count=3910 2008 1902 737 1165 534 262
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=10
num_cat=0
split_feature=484 159 42 43 3 15 16 2 48
split_gain=0.000141497 4.16841e-05 6.81166e-05 6.14052e-05 0.000106987 4.78524e-05 8.58081e-05 6.56193e-05 2.45815e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 1.0000000180025095e-35 -0.16268499999999997 0.087995000000000004 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10
leaf_value=-0.00070400316895354303 -0.00036899305744721752 0.00040427674028713548 -3.4197061066333086e-05 -0.00029243098058947343 0.00076425037366715045 -0.00038839137557404048 -0.00015327894838551448 0.00024488302001935222 0.00066383660090993987
leaf_weight=0.001007014317201912 0.0014672918370019486 0.0012269710136969007 0.0013750973455827038 0.0017059338778386249 0.0012155515881849828 0.0011095164493828344 0.0010359814294021597 0.0011152326183108538 0.0010410726397487523
leaf_count=627 903 388 418 207 283 602 163 198 121
internal_value=0 6.30668e-05 2.14746e-05 8.81068e-05 0.00034044 -2.07041e-05 6.25822e-05 0.000252299 0.000447155
internal_weight=0 0.0112926 0.0100657 0.00859839 0.00259065 0.00600774 0.00489822 0.00319229 0.00215631
internal_count=3910 3283 2895 1992 701 1291 689 482 319
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=7
num_cat=0
split_feature=11 43 15 13 4 4
split_gain=1.63863e-05 3.15938e-05 4.62248e-05 4.52891e-05 5.28381e-05 8.84829e-05
threshold=0.077330000000000024 -0.049504999999999987 -0.053579999999999996 -0.10939499999999998 0.08734500000000002 0.0057500000000000008
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=0.023028942752628689 -0.011629694825887285 0.010822927730094583 -0.00089879182487095216 -0.013642453902413596 -0.023164424157396904 0.023593761441531469
leaf_weight=0.0013893707211699038 0.0010974726258070515 0.001695131475157049 0.0019273753346162356 0.0017611662669914999 0.0015615864467148346 0.0010007972570870395
leaf_count=811 279 281 917 1206 256 160
internal_value=0 0.00128783 0.00912443 -0.00303073 -0.00846233 -0.000149914
internal_weight=0 0.00933543 0.00331675 0.00601868 0.00432355 0.00276196
internal_count=3910 3631 1728 1903 1622 1366
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=7
num_cat=0
split_feature=42 43 4 16 16 0
split_gain=1.50618e-05 2.88851e-05 3.65513e-05 3.16082e-05 5.96032e-05 5.67518e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 -0.110495 -0.16443499999999997
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=-0.0097392547001631316 0.013686217028758815 -0.016790921060012797 -0.0098548279085386645 0.013432120083290722 -0.015613006393653848 0.020633109206655908
leaf_weight=0.0013934678419255048 0.0015852580378596486 0.0012482895703378105 0.0010590791353880735 0.0017315933362650523 0.0019468699797230357 0.0014416676310935901
leaf_count=1060 581 246 144 599 891 389
internal_value=0 0.00143217 -0.00118323 0.00196975 -0.0024929 0.00772131
internal_weight=0 0.00901276 0.0074275 0.00617921 0.00444762 0.00250075
internal_count=3910 2850 2269 2023 1424 533
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=8
num_cat=0
split_feature=11 4 3 3 42 2 3
split_gain=1.47748e-05 2.47977e-05 6.58147e-05 4.3005e-05 4.92921e-05 4.43116e-05 0.000121233
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 -0.078669999999999976 0.08784500000000002 0.11230000000000001 0.094625000000000015
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=0.023744229960174501 -0.0110453458008186 -0.017861790644645503 -0.0074548576325169412 -0.012648286786848076 0.021920480074580029 -0.017120073413659561 0.029865457695251275
leaf_weight=0.0014574075713713998 0.001094704676119271 0.0013681470765282578 0.0012613112561536419 0.0016512616802153309 0.0010078743018158923 0.0014142110943817427 0.0011296032438845999
leaf_count=973 279 1017 172 426 638 275 130
internal_value=0 0.00123756 0.00926985 -0.00208571 0.00206271 -0.00270815 0.00462104
internal_weight=0 0.00928982 0.00271872 0.0065711 0.00520295 0.00419508 0.00278086
internal_count=3910 3631 1145 2486 1469 831 556
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=8
num_cat=0
split_feature=1 4 15 151 47 1 16
split_gain=1.79812e-05 4.25058e-05 2.57592e-05 5.15194e-05 5.60726e-05 4.53315e-05 6.83258e-06
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.044604999999999992 0.086425000000000016 0.11097000000000001 -0.067969999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=0.0038171030766046238 -0.011182599563199246 -0.019818625766682106 -0.011249876052471831 0.031424146109436606 0.0038289784574245069 0.0047398205997053657 -0.0076775641060665215
leaf_weight=0.0017556342189824243 0.0014582469173297198 0.0013428361367404625 0.0011228117255460222 0.0015002387669015985 0.0010252886874786964 0.0011059410396741548 0.0010390191946244168
leaf_count=422 318 1586 571 382 143 314 174
internal_value=0 -0.00642631 0.00267472 0.00522577 0.0103489 0.0201006 -0.00196256
internal_weight=0 0.00309847 0.00725155 0.00612873 0.00467049 0.00260618 0.00206431
internal_count=3910 2008 1902 1331 1013 696 317
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 51 0 2 3
split_gain=7.40492e-05 9.64896e-05 8.16015e-05 8.18291e-05 0.000148494 0.000114685 7.4743e-05 8.78905e-05 7.70503e-05
threshold=-0.49837999999999999 0.047345000000000005 1.0000000180025095e-35 -0.074309999999999987 -0.055679999999999993 -0.10386999999999998 -0.15517999999999996 0.113945 -0.0086749999999999969
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=-0.00051298126936597996 -0.00040411878862785044 0.00052358157972321254 0.00058111704349699716 0.00029128999384103732 0.00011567590079591741 -0.00073837691411195823 0.00012779822068451695 -0.00048851620687349309 0.00083643536549299639
leaf_weight=0.0010055905206119925 0.001795556477529432 0.0014029883795866017 0.0010062664250104691 0.001212918010828058 0.0010034225029274652 0.0015205084010710087 0.0013754575036218496 0.0010255099797263061 0.0010329071617114043
leaf_count=176 1899 164 192 129 124 424 488 105 209
internal_value=0 4.21217e-05 -2.56125e-05 5.75023e-05 -1.59765e-05 -0.000398837 0.000191976 -6.59692e-05 0.000431721
internal_weight=0 0.0113755 0.00997255 0.00817699 0.00717072 0.00252393 0.00464679 0.00223843 0.00240836
internal_count=3910 3734 3570 1671 1479 548 931 234 697
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=8
num_cat=0
split_feature=3 4 43 0 2 1 52
split_gain=1.70462e-05 3.38939e-05 3.21227e-05 7.33543e-05 5.98354e-05 7.18106e-05 6.48898e-05
threshold=0.13772500000000001 -0.34687499999999999 -0.14252999999999996 -0.06402999999999999 1.0000000180025095e-35 0.085990000000000011 -0.066329999999999986
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=-0.018090348710372 0.0097317672704270719 -0.013276107896761535 -0.023963140348312956 0.021784851909742376 -0.018565495320315897 -0.0077501917548147073 0.02465750018658306
leaf_weight=0.001107439317527434 0.0015212805789345954 0.0013698048683502655 0.0010362343848077621 0.0016455476698933836 0.0010709093072993284 0.0010043124287769014 0.0016055996680601086
leaf_count=261 239 346 667 366 1693 129 209
internal_value=0 -0.00172837 0.000614996 0.00360561 -0.00273623 0.00323963 0.0121868
internal_weight=0 0.00883985 0.00773241 0.0063626 0.00471706 0.00368082 0.00260991
internal_count=3910 3671 3410 3064 2698 2031 338
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=9
num_cat=0
split_feature=12 13 16 133 13 1 4 48
split_gain=3.69719e-05 6.37537e-05 4.97034e-05 5.59866e-05 6.27495e-05 9.32581e-05 6.11879e-05 3.57862e-05
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.065880000000000008 -0.10939499999999998 0.087480000000000016 0.40812500000000007 0.085090000000000013
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=0.00032304649960498738 -0.00035683718865191526 0.00041870786572046107 -0.00036349361503095195 0.00040428371263596062 -0.0006336452876478598 0.00037306706114583144 -0.00038532452313108764 -9.2590421591257733e-05
leaf_weight=0.0013857831118999639 0.0010539770256128992 0.0013941052223177533 0.0014566607121060697 0.0012884979576588138 0.001164657052349713 0.0014424262444889253 0.0010938148436848544 0.0011328499026843019
leaf_count=282 187 224 530 1038 946 419 148 136
internal_value=0 2.86331e-05 -3.20277e-05 3.22813e-05 -4.47863e-05 -0.00015024 3.20433e-06 0.000168227
internal_weight=0 0.0103588 0.00896469 0.00750803 0.00621953 0.00483375 0.00366909 0.00257528
internal_count=3910 3723 3499 2969 1931 1649 703 555
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=8
num_cat=0
split_feature=49 12 42 15 1 16 13
split_gain=1.70707e-05 5.25905e-05 3.6596e-05 3.33203e-05 3.2242e-05 3.07665e-05 4.15644e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.19153499999999998 0.11368000000000002 -0.084184999999999996 -0.032264999999999995
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=-0.0039234139423124717 -0.013766009817706266 0.024727714224744145 -0.01895212207747303 -0.014139218873739427 0.019834217441933873 -0.0073691119029754906 0.016259163085943735
leaf_weight=0.0017255478636803716 0.0013152682895566873 0.0010189761498081763 0.0011463138732774394 0.0011087717827521961 0.0010360389346804671 0.0013820606563424748 0.0016138211402826979
leaf_count=370 301 189 756 663 121 702 808
internal_value=0 0.00671406 -0.00248668 0.000436911 0.00407079 9.20064e-05 0.00535896
internal_weight=0 0.00274452 0.00760227 0.00645596 0.00514069 0.00410465 0.00299588
internal_count=3910 559 3351 2595 2294 2173 1510
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=7
num_cat=0
split_feature=52 4 160 16 43 15
split_gain=1.47115e-05 4.1127e-05 3.20603e-05 3.04178e-05 4.37677e-05 3.52429e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.055679999999999993 -0.019509999999999996 -0.10192499999999999
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=-0.0068474809932522491 -0.017947184699997721 0.014779924311104007 0.021586613225245715 -0.010707992665489443 -0.014072056005223006 0.0087426064375832752
leaf_weight=0.0015834616055454302 0.0011555356529642478 0.0019771018939294472 0.0011533235108919389 0.0017241171598083539 0.0012432706714689114 0.001486796579757686
leaf_count=795 924 395 565 260 218 753
internal_value=0 0.00516174 -0.00277996 0.00034554 0.005253 -0.00164717
internal_weight=0 0.00356056 0.00676304 0.00560751 0.00388339 0.00273007
internal_count=3910 1190 2720 1796 1536 971
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=8
num_cat=0
split_feature=3 39 3 4 16 3 42
split_gain=1.65616e-05 3.10471e-05 4.52981e-05 8.6153e-05 4.46763e-05 4.08414e-05 3.52926e-05
threshold=0.13772500000000001 0.005105000000000001 -0.100615 -0.0077799999999999996 -0.057604999999999996 0.094625000000000015 0.078965000000000021
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=0.014908135765456604 0.0096110208478144069 0.011318937409534756 -0.032833845443289315 -0.02503232734546287 0.013480382149323185 0.003214072352214525 -0.0080260602489939624
leaf_weight=0.0016545367456827446 0.001517353300271509 0.0015153208942487754 0.0012578598500167996 0.0010250268676689975 0.0011834883922466556 0.0010225250332444036 0.0011287517575509073
leaf_count=364 239 424 1760 420 434 100 169
internal_value=0 -0.00170246 -0.00441576 -0.0106304 -0.0019865 -0.0109264 0.00560726
internal_weight=0 0.00878751 0.00727219 0.0044889 0.00323104 0.00204755 0.00278329
internal_count=3910 3671 3247 2714 954 520 533
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 2
split_gain=1.50892e-05 3.15633e-05 4.96185e-05 4.72725e-05 6.50147e-05 4.28831e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.089910000000000004 0.11290500000000002
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=-0.0097656934289742786 -0.01272771536276986 0.025716715725456387 -0.014703469725070551 -0.013483604979564707 0.020934502923452929 -0.00088468535783233393
leaf_weight=0.0013797304849163016 0.0013308984691214696 0.0011624083259420505 0.0011974983406361963 0.001584326770338968 0.0019400607721755808 0.0016814493930782776
leaf_count=1060 521 424 245 900 462 298
internal_value=0 0.00147369 0.00397187 0.00748362 0.00341237 0.010804
internal_weight=0 0.00889664 0.00756574 0.00636825 0.00520584 0.00362151
internal_count=3910 2850 2329 2084 1660 760
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=8
num_cat=0
split_feature=474 160 52 49 3 4 2
split_gain=4.42674e-05 6.35447e-05 5.44635e-05 6.6086e-05 9.13525e-05 7.96196e-05 4.79347e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 0.11110500000000002 -0.081419999999999979 -0.13309499999999996 0.15045000000000003 0.090815000000000021
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=-0.00040555788767326537 0.00037822199592123739 0.00033219942308476946 0.00041849855144142801 -0.00056606643571615884 4.3227089028082837e-05 0.00038464174430866577 -0.00041521757850052066
leaf_weight=0.0016156302150641165 0.001030401652868722 0.0014820011195781357 0.0011339338469493693 0.0014200157149866144 0.0019719405998337575 0.0014499584239071181 0.0015790184714374652
leaf_count=927 424 201 197 227 1103 313 518
internal_value=0 -4.73941e-05 1.66392e-05 -4.10207e-05 -0.000127163 -2.53562e-06 -0.000160631
internal_weight=0 0.0106525 0.00903687 0.00790293 0.00642093 0.00500092 0.00355096
internal_count=3910 3486 2559 2362 2161 1934 1621
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=9
num_cat=0
split_feature=147 15 3 3 47 12 42 52
split_gain=3.75824e-05 4.85437e-05 3.77262e-05 7.2329e-05 7.08986e-05 5.60009e-05 3.30294e-05 3.06544e-05
threshold=0.087265000000000023 -0.26361999999999991 0.13772500000000001 0.092005000000000017 0.084695000000000006 0.080120000000000011 0.083725000000000008 -0.066329999999999986
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=0.00036550721353626863 0.00035457907170659579 -0.00023010689604994973 0.00020020188141479613 -0.00055807500888975221 0.00027193318912535288 -0.00064488792055561852 -0.0001856806082852385 0.00021450915022168515
leaf_weight=0.0010376650837378683 0.0010313658356577238 0.0010122669305181729 0.0015415473789623666 0.0013005600196566731 0.0018674184982222066 0.0010728520340372704 0.0013727295698081898 0.001450438883001171
leaf_count=289 191 215 145 145 415 1017 1308 185
internal_value=0 -3.74134e-05 -8.08845e-05 -0.000134537 -5.32406e-05 -0.000176957 -0.00038713 3.17548e-05
internal_weight=0 0.0106555 0.00961781 0.00807627 0.00677571 0.00490829 0.00244558 0.00246271
internal_count=3910 3719 3430 3285 3140 2725 2325 400
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=7
num_cat=0
split_feature=157 160 42 43 3 15
split_gain=1.60719e-05 3.89136e-05 4.9915e-05 2.7932e-05 3.57851e-05 6.11604e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.115685 -0.073314999999999991
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=0.011411841495008649 -0.017412860863663487 -0.018450478962235544 0.014401761649085057 0.015283994888301237 0.0083716856480253333 -0.017675710248612298
leaf_weight=0.001095196110306164 0.0013032024935547169 0.0011073393250381541 0.0019918373127466886 0.0011989305873581612 0.0018019494369476126 0.0018038535562218212
leaf_count=517 856 878 501 159 292 707
internal_value=0 -0.0014024 0.00123742 0.00444509 0.000317481 -0.00465889
internal_weight=0 0.00920711 0.00790391 0.00679657 0.00480473 0.0036058
internal_count=3910 3393 2537 1659 1158 999
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=9
num_cat=0
split_feature=4 15 42 133 15 160 52 1
split_gain=2.20837e-05 4.99811e-05 3.22925e-05 4.46971e-05 8.58995e-05 5.67405e-05 6.45998e-05 3.67047e-05
threshold=0.28937500000000005 -0.43091499999999999 0.086700000000000013 0.065880000000000008 0.035895000000000003 -0.025614999999999995 -0.026849999999999995 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -4
right_child=1 -3 7 -5 -6 6 -8 -9
leaf_value=0.00043236782252365283 -0.00011847659125473454 0.00048303535483743064 -0.00051862889012571297 0.00034681519905819348 -0.00055249257739238273 -0.00036261199499618726 0.00017869465814422016 1.0119600641660409e-05
leaf_weight=0.0011992883828399192 0.0010519547940755457 0.0010726513977415498 0.0010143166089257036 0.001348150587382 0.0010644221308497813 0.0015320176284942285 0.0018974179235347502 0.001004757883502759
leaf_count=284 209 217 1071 689 639 348 258 195
internal_value=0 0.000185209 -3.69023e-05 2.57819e-05 -5.02396e-05 6.52586e-05 -6.3121e-05 -0.000255506
internal_weight=0 0.00212461 0.00906037 0.0070413 0.00569315 0.00462872 0.00342944 0.00201907
internal_count=3910 426 3484 2218 1529 890 606 1266
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=10
num_cat=0
split_feature=484 41 150 52 160 1 2 52 0
split_gain=0.000161463 7.9965e-05 8.17425e-05 6.35304e-05 7.57602e-05 7.17021e-05 6.81299e-05 6.09621e-05 5.1696e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.076599999999999988 -0.079234999999999986 0.10113500000000002 0.10113500000000002 -0.092854999999999979 -0.084074999999999997
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=-0.00075892124236786403 0.00017425737913056387 -0.00046341811523066442 -0.00040984870062744211 -0.00041874436633001019 -0.00011558225055336475 0.00044864247524470851 -0.000385900402471 0.00076441981393678734 0.00049291620444673432
leaf_weight=0.0010298412984927263 0.0016853318991515839 0.0010507639879746957 0.0010656991136275005 0.0010749529680329521 0.0010675475400807586 0.0019743990394450748 0.0012466643905644972 0.0011202451194473363 0.0010796479965138124
leaf_count=627 604 191 139 533 492 334 163 202 625
internal_value=0 5.18834e-05 0.000104378 0.000163631 5.63953e-05 0.000151538 -2.13037e-05 0.000409905 0.000190382
internal_weight=0 0.0113653 0.0103145 0.00924879 0.00644321 0.00536826 0.00339386 0.00280558 0.0021472
internal_count=3910 3283 3092 2953 2147 1614 1280 806 1117
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=9
num_cat=0
split_feature=474 15 1 42 43 2 3 1
split_gain=4.94748e-05 5.99332e-05 6.0745e-05 8.22656e-05 5.27009e-05 0.000101699 4.5639e-05 2.41428e-05
threshold=0.084655000000000022 -0.43091499999999999 0.12263000000000002 0.092635000000000009 -0.083899999999999988 0.087995000000000004 0.0066850000000000008 0.089455000000000021
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=-0.00049351188147565362 0.00040101681942164704 0.00032095594914236848 0.00033462948788340791 -0.00055837825112914938 -0.00048701468863094347 0.00039727577792874014 0.00015193661066212639 -0.00024421831449178817
leaf_weight=0.001027939980021605 0.0010587706094452717 0.0016260976249677685 0.0017556661810719807 0.0011302204579743879 0.0016479453511846179 0.0012848063660393723 0.0010987341391797637 0.0012810243668964771
leaf_count=168 424 698 257 625 923 587 67 161
internal_value=0 -4.30365e-05 4.09691e-06 -6.78224e-05 1.20835e-05 -8.24587e-05 9.9469e-05 -6.13136e-05
internal_weight=0 0.0108524 0.00982449 0.00806883 0.00693861 0.00531251 0.00366456 0.00237976
internal_count=3910 3486 3318 3061 2436 1738 815 228
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 151 4 4
split_gain=3.25058e-05 5.47747e-05 5.26623e-05 4.4252e-05 7.25756e-05 5.12701e-05 5.87851e-05 8.96108e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11110500000000002 0.083940000000000015 0.0033600000000000006 0.074650000000000008 -0.0017649999999999999
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=-0.00037266029911296565 0.00033155334420934278 -0.00035323593963119731 0.00029962474525299171 0.00046421612650692965 -0.0004272349656315886 -0.00028263623859155993 0.00049087300538740782 -0.00043291897877574423
leaf_weight=0.0015755623421547437 0.0010164441880388961 0.0012258181438714747 0.0017471930329515982 0.0010224263004368246 0.0011274595598308483 0.0010003190540871718 0.0017362246412458058 0.0010149994196122117
leaf_count=927 424 869 820 153 142 132 269 174
internal_value=0 -3.57499e-05 2.40649e-05 8.45336e-05 2.59484e-05 0.000118869 0.000208152 3.04431e-05
internal_weight=0 0.01045 0.00887444 0.00764862 0.0066262 0.00549874 0.00449842 0.00276219
internal_count=3910 3486 2559 1690 1537 1395 1263 994
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 4
split_gain=1.72944e-05 3.15526e-05 4.27298e-05 6.14041e-05 4.74671e-05 8.17554e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002
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=0.012865111557168258 0.0097640205655130669 0.011288820028160918 0.012654589685117252 -0.02719900349637815 -0.023292332831817825 0.0077886512031524902
leaf_weight=0.001394362730922158 0.0015310304422441199 0.0015347022256923977 0.0012135353325144083 0.0012970133351350973 0.0018451430683343957 0.0015633703513954738
leaf_count=219 239 424 220 164 2390 254
internal_value=0 -0.00174706 -0.0044826 -0.00789194 -0.00267808 -0.00903653
internal_weight=0 0.00884813 0.00731342 0.00609989 0.00480288 0.00340851
internal_count=3910 3671 3247 3027 2863 2644
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=8
num_cat=0
split_feature=160 49 151 3 2 16 2
split_gain=1.72676e-05 3.51113e-05 4.81589e-05 5.28164e-05 7.67557e-05 0.000133234 6.11921e-05
threshold=-0.063534999999999994 0.093425000000000022 -0.076429999999999984 -0.13309499999999996 0.10393500000000001 -0.15168999999999996 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0085320565543520795 0.0150792680861776 0.015504826590657841 -0.02604003799321469 0.035683222973422524 -0.021523024103589448 -0.020961119471818116 0.010628022834791176
leaf_weight=0.001912987170219556 0.0010870099019668405 0.0010098362798419093 0.0012588222067955075 0.0010115629729487252 0.0015723494934587173 0.00142105241525262 0.001078726054853844
leaf_count=1007 321 397 240 128 358 948 511
internal_value=0 -0.00199057 -0.00436858 -0.00770165 -0.0031607 0.0050618 -0.0073295
internal_weight=0 0.00843936 0.00742952 0.00634251 0.00508369 0.00351134 0.00249978
internal_count=3910 2903 2506 2185 1945 1587 1459
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=7
num_cat=0
split_feature=151 4 16 2 48 16
split_gain=1.75148e-05 4.38929e-05 4.54256e-05 7.72746e-05 4.49405e-05 4.79658e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.08755499999999998 0.094010000000000024 0.086065000000000016 0.15100500000000003
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=-0.010787413594589759 0.0035930693649530022 0.016710486868213043 0.010863411367836138 -0.03132614410089362 0.021386242662627997 -0.011880253067223401
leaf_weight=0.0013222626398260379 0.001376124195526843 0.0015732491310760906 0.0017308634610975621 0.0011747187781484842 0.001137502470082285 0.0019972934428598519
leaf_count=423 621 375 1445 248 327 471
internal_value=0 0.00153914 -0.00167913 -0.012488 0.00398746 -0.0013211
internal_weight=0 0.00898975 0.0074165 0.00255084 0.00486566 0.00372816
internal_count=3910 3487 3112 869 2243 1916
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=9
num_cat=0
split_feature=41 150 3 49 47 15 2 3
split_gain=4.8792e-05 7.23168e-05 5.55949e-05 7.79551e-05 5.41949e-05 8.76295e-05 8.09661e-05 0.000107848
threshold=0.075585000000000013 0.11456000000000001 -0.12008499999999998 1.0000000180025095e-35 0.09252500000000001 -0.09547499999999999 0.097940000000000013 -0.016619999999999996
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=0.00043185592439855762 -0.00041892170265634359 -0.00045540842676654894 0.00066042177232193905 -0.00038086256455475569 -0.00023076474390184689 0.0002582985048107131 0.00040462072839495862 -0.00055735061090006271
leaf_weight=0.001501604917883966 0.0010080073166191137 0.0010558178105751206 0.0012325933641128342 0.0015111686848367422 0.0014066715597085919 0.0012226208354933678 0.0016284534841747092 0.001271344698201708
leaf_count=261 221 145 275 754 248 1452 360 194
internal_value=0 3.20993e-05 8.4759e-05 2.17574e-05 0.000111739 0.000201709 6.45549e-05 -0.000157494
internal_weight=0 0.0108303 0.00977446 0.00827285 0.00676168 0.00535501 0.00412242 0.00249397
internal_count=3910 3689 3544 3283 2529 2281 2006 1646
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=8
num_cat=0
split_feature=3 151 4 0 0 2 4
split_gain=1.64546e-05 3.19917e-05 4.79892e-05 6.08083e-05 7.82916e-05 4.40438e-05 3.59284e-05
threshold=0.13772500000000001 -0.084129999999999996 0.28937500000000005 -0.070894999999999986 -0.032484999999999993 0.092340000000000019 0.0021050000000000005
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=-0.016830140542097766 0.0095611801949784265 -0.017350507020874047 0.017398561904344492 0.030093149267880627 -0.0046072381793911786 -0.028892311082385061 0.0078816998482463645
leaf_weight=0.0012064928588657606 0.0015206527953348014 0.0010924739571285516 0.0014028787489049638 0.0010053066471942774 0.0018407125278250055 0.0010767181311943626 0.0011672923444392685
leaf_count=403 239 1443 284 407 341 543 250
internal_value=0 -0.00170484 0.000700915 -0.00308797 0.00765007 -0.0122475 -0.0043167
internal_weight=0 0.00879188 0.00758538 0.0061825 0.00284602 0.00333648 0.00225977
internal_count=3910 3671 3268 2984 748 2236 1693
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=8
num_cat=0
split_feature=11 4 2 2 4 3 2
split_gain=1.6397e-05 3.35661e-05 4.35383e-05 6.9775e-05 4.98051e-05 3.89037e-05 8.46486e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.10705000000000002 0.084235000000000018 -0.12499499999999999 -1.0000000180025095e-35 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7
right_child=-2 5 -4 4 -6 6 -8
leaf_value=0.023817745192650452 -0.01169294933692888 -0.015535446140404153 0.025970337875320729 -0.021508393379349462 0.0083400509775651017 0.017255065820277065 -0.016543098291065837
leaf_weight=0.0010257873836068921 0.0010805136858553282 0.0018960206933378628 0.0010084598240109773 0.001204613547552103 0.001043090330066598 0.0017249542029412434 0.0012991149644475651
leaf_count=748 279 830 274 147 1200 221 211
internal_value=0 0.00132899 0.00780301 0.00220623 -0.00765665 -0.00430535 0.00273566
internal_weight=0 0.00920204 0.00428195 0.00327349 0.0022477 0.00492009 0.00302407
internal_count=3910 3631 2369 2095 1347 1262 432
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=9
num_cat=0
split_feature=48 4 12 3 13 47 12 2
split_gain=3.71032e-05 7.52408e-05 7.08868e-05 6.90889e-05 5.75293e-05 4.10074e-05 4.08852e-05 3.78836e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 -0.086679999999999993 0.085165000000000018 0.085325000000000012 0.088055000000000008
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=-0.00047344245503223582 -0.00036640683314313662 0.00039307408494920168 -0.00047573050788746196 0.00046332757235223194 0.00032928197432648875 0.00029824356299063432 -0.00037456703867368569 -0.00016695424144064759
leaf_weight=0.0012816578871193461 0.0010050299836577752 0.001797172587892709 0.0010451959851216254 0.0011693887833755887 0.0011121635144781738 0.0015273381986265189 0.0012340661221807935 0.0012633482494651916
leaf_count=264 161 388 553 109 344 294 1620 177
internal_value=0 2.80702e-05 -4.7913e-05 2.62737e-05 -5.63981e-05 2.89225e-05 -8.50367e-05 6.53729e-05
internal_weight=0 0.0104303 0.00863316 0.0073515 0.00618211 0.00513692 0.00360958 0.00237551
internal_count=3910 3749 3361 3097 2988 2435 2141 521
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=9
num_cat=0
split_feature=2 40 52 160 0 0 4 3
split_gain=1.45041e-05 6.49067e-05 5.38864e-05 5.10103e-05 6.53075e-05 7.94576e-05 7.01203e-05 4.71483e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.06136500000000001 -0.026849999999999995 0.012625000000000003 -0.11756999999999999 0.08734500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 5 -5 -7 -2
right_child=2 3 -4 4 -6 6 -8 -9
leaf_value=-0.025093481329778122 0.012095108869991482 0.021190665091737448 0.024505393774355705 -0.016500291369030792 -0.024125110225846395 0.00021627555751629088 0.034140022730428203 -0.01783623816530203
leaf_weight=0.0010815712376214762 0.0010106996985709462 0.0010809774876194382 0.0010201594201650795 0.0013238918166641779 0.0011125742878580237 0.0015320215121741095 0.001011656967132221 0.0010980182148082928
leaf_count=266 386 822 213 228 151 1558 118 168
internal_value=0 -0.00252706 0.00563762 0.00149979 -0.00277427 0.00336768 0.0137082 -0.00349027
internal_weight=0 0.00714269 0.00312888 0.00606112 0.00498014 0.00386757 0.00254368 0.00210872
internal_count=3910 3143 767 2877 2055 1904 1676 554
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=9
num_cat=0
split_feature=48 2 150 4 13 48 3 1
split_gain=5.24315e-05 8.55868e-05 4.3449e-05 3.72704e-05 5.45418e-05 5.22852e-05 5.76409e-05 3.16893e-05
threshold=0.11930500000000001 0.11462500000000002 0.090695000000000012 0.15045000000000003 -0.13934999999999997 0.083775000000000002 -0.077894999999999978 0.095575000000000007
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=-0.0004503496508584694 -0.00043010742307876754 0.00046667895510740337 -0.00039091645574645354 0.00027266643826389129 -0.00039980011561932473 0.00037440539249540794 -0.00013319368988165613 0.00033743043030666351
leaf_weight=0.0011160886216738421 0.0010394086347549096 0.0014895911766767246 0.0011842114872695807 0.0016599558131341124 0.0014067619156605399 0.001258337323659325 0.0010719299009232753 0.0011299064858171929
leaf_count=122 161 487 242 257 1608 397 429 207
internal_value=0 3.19298e-05 -4.14343e-05 1.27149e-05 -5.94072e-05 3.02439e-05 -8.9767e-05 0.000108314
internal_weight=0 0.0103168 0.00882719 0.00764298 0.00598302 0.00486694 0.0036086 0.00220184
internal_count=3910 3749 3262 3020 2763 2641 2244 636
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=10
num_cat=0
split_feature=484 159 42 43 43 4 2 1 47
split_gain=0.000118492 5.59003e-05 5.67836e-05 6.21995e-05 6.67257e-05 6.18806e-05 0.000136673 6.6096e-05 9.00415e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 -0.089024999999999979 -0.15648499999999999 -0.080894999999999981 -0.0017649999999999999 0.10113500000000002 0.094485000000000013 0.092645000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7 -9
right_child=1 -3 3 4 5 7 -8 8 -10
leaf_value=-0.00065506087332649994 -0.0004279571005391223 0.00043361783156771949 0.00050540177783592875 -0.0004574391859224148 0.00064678970629828661 -0.00050530489877960265 -0.00024915202730288775 0.00031029852278452946 -0.00039195293273492087
leaf_weight=0.0010106339668001533 0.0010804063046248756 0.0012679573193299177 0.0010133149165409737 0.0011054158247151211 0.0016463738769168005 0.0010850737172903545 0.0010866830842400006 0.0019551706452166787 0.0010951672969530977
leaf_count=627 382 388 139 473 957 329 264 240 111
internal_value=0 4.56228e-05 -3.24298e-06 4.78145e-05 -1.03353e-05 6.16219e-05 0.000290557 -8.96792e-05 5.81682e-05
internal_weight=0 0.0113356 0.0100676 0.0089872 0.00797388 0.00686847 0.00273306 0.00413541 0.00305034
internal_count=3910 3283 2895 2513 2374 1901 1221 680 351
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=8
num_cat=0
split_feature=11 4 3 3 47 1 3
split_gain=1.72118e-05 3.12683e-05 5.88294e-05 4.79965e-05 3.29009e-05 5.28834e-05 7.49576e-05
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 -0.078669999999999976 0.09252500000000001 0.093720000000000012 0.11476000000000001
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=0.024201354990230975 -0.011972095662234944 -0.019130003898877965 -0.0054940914731439255 -0.0070709234563474032 -0.011537217766305452 0.034209503501518128 -0.0025968650215428971
leaf_weight=0.0014392743583222689 0.0010840040983273761 0.0013563202387365724 0.001243549324691963 0.0016117856440146438 0.0013306670897962692 0.0011650454150686756 0.0010537797617642293
leaf_count=973 279 1017 172 656 219 405 189
internal_value=0 0.00135036 0.0104368 -0.00238989 0.00200921 0.00671493 0.0167292
internal_weight=0 0.00920042 0.00268282 0.0065176 0.00516128 0.00383061 0.00221883
internal_count=3910 3631 1145 2486 1469 1250 594
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=9
num_cat=0
split_feature=13 47 2 47 0 2 15 43
split_gain=1.68566e-05 2.98168e-05 4.56767e-05 4.24822e-05 3.85192e-05 4.54883e-05 3.65537e-05 3.78107e-05
threshold=-0.23438999999999996 0.11669500000000001 0.11542500000000001 0.084695000000000006 -0.11287999999999999 0.090905000000000014 -0.033649999999999992 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8
right_child=1 -3 -4 -5 6 -7 7 -9
leaf_value=0.010483230835546226 0.01944040386927863 -0.017800750441653308 0.019322348035065051 0.014287206308288933 0.0023221221639708888 -0.0092023402479120206 -0.0081470010201426662 -0.033837295464332132
leaf_weight=0.0013241048733187511 0.0010209121497993393 0.0010086339282270431 0.0011042202693451178 0.0012223609557258722 0.0010586605397752817 0.0012135351860929483 0.0012282818792551081 0.0010736905262859586
leaf_count=210 162 164 396 305 654 213 503 1303
internal_value=0 -0.00160732 0.000454523 -0.0026015 -0.00629118 0.00388444 -0.0130568 -0.0201295
internal_weight=0 0.0089303 0.00792166 0.00681744 0.00559508 0.00223445 0.00336063 0.00230197
internal_count=3910 3700 3536 3140 2835 375 2460 1806
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=8
num_cat=0
split_feature=376 1 150 484 47 2 13
split_gain=1.59269e-05 3.04728e-05 5.02326e-05 3.69548e-05 3.66758e-05 3.50851e-05 2.5043e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.073820000000000011 0.09252500000000001 0.088055000000000008 -0.073799999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0057232282082243166 0.011227714298907746 0.012660029558898285 0.010616090802077769 0.0089602601224033768 -0.027894560090603999 -0.0048065761064610846 -0.025012037529924598
leaf_weight=0.0013515868665030066 0.0011168788495842354 0.0013144260349125638 0.0018450442796410886 0.0010294300497522202 0.0011074350805097164 0.0013015313425575848 0.0011602122811241948
leaf_count=1185 206 276 399 324 291 413 816
internal_value=0 -0.00142479 -0.00379976 -0.00826985 -0.0118744 -0.00722197 -0.0143293
internal_weight=0 0.00910967 0.00779524 0.0059502 0.00492077 0.00381333 0.00246174
internal_count=3910 3704 3428 3029 2705 2414 1229
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=9
num_cat=0
split_feature=48 2 40 150 159 52 1 0
split_gain=4.28877e-05 7.48817e-05 6.07786e-05 6.59803e-05 7.38855e-05 7.34412e-05 5.08961e-05 4.12879e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.086420000000000011 0.082325000000000023 0.084240000000000023 0.11113500000000003 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -3 -4
right_child=-2 6 3 -5 -6 -7 -8 -9
leaf_value=-0.00046172808057515712 -0.00038608357243873184 4.6934777735888788e-05 0.00065073600192143096 -0.00036961023594247376 -0.00034374397175308683 -0.00016302089252039108 0.00065369244294342986 0.00019960191763050735
leaf_weight=0.0011968459149696619 0.0010425049248490035 0.0010325041288111764 0.001284321151810236 0.0013791049941396516 0.0011222994379581457 0.0013771321257509588 0.0010954069755036205 0.0019861005466119859
leaf_count=269 161 269 149 249 393 982 286 1152
internal_value=0 3.09412e-05 -5.2775e-05 1.569e-05 0.000107784 0.00021682 0.000359282 0.000376766
internal_weight=0 0.0104737 0.0083458 0.00714896 0.00576985 0.00464755 0.00212791 0.00327042
internal_count=3910 3749 3194 2925 2676 2283 555 1301
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=7
num_cat=0
split_feature=0 49 43 4 4 0
split_gain=1.61762e-05 3.83468e-05 5.34777e-05 5.69843e-05 2.78276e-05 2.44585e-05
threshold=0.055865000000000005 -0.084114999999999981 -0.13719999999999996 -0.0010999999999999996 0.070230000000000015 -0.11756999999999999
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=-0.018687368561269079 0.0087178128933218281 -0.018748816278783675 0.018538090357945972 -0.012785677392120349 -0.004985913060036179 0.014320343425213848
leaf_weight=0.0011666571583670744 0.0017465336534716299 0.0011711355895943163 0.0019791923736935278 0.0015322186696611496 0.0013843101397279472 0.0012475759207713918
leaf_count=256 255 351 1929 534 224 361
internal_value=0 -0.00185065 0.000834823 0.00456818 -0.0020717 0.00416571
internal_weight=0 0.00848109 0.00731443 0.0061433 0.0041641 0.00263189
internal_count=3910 3655 3399 3048 1119 585
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=9
num_cat=0
split_feature=50 160 52 49 2 48 3 12
split_gain=3.36644e-05 3.81394e-05 4.05266e-05 5.1356e-05 6.82262e-05 5.18808e-05 3.98332e-05 6.15972e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.092854999999999979 -0.029304999999999998 1.0000000180025095e-35 0.086215000000000014 0.090325000000000003 0.080120000000000011
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=0.00027880922311015463 -0.00034734592538205906 -0.00031514808492307623 0.00058292315384045508 -0.00050391141766781321 0.00056318275555726418 -1.9374451218269428e-05 -0.00020910781228679215 -0.00010855753137636221
leaf_weight=0.0019106877538899178 0.0010033593727177973 0.0015431957434869949 0.0011045036205438777 0.0011124625271745677 0.0010373389343254023 0.0010949373023902971 0.0013427066936455723 0.0010622718062935849
leaf_count=804 715 626 164 230 142 140 104 985
internal_value=0 2.90504e-05 -2.84628e-05 3.70387e-05 -8.17733e-05 0.000283084 5.46502e-05 0.000223324
internal_weight=0 0.0102081 0.00829742 0.00675422 0.00455478 0.00219944 0.00344232 0.00209961
internal_count=3910 3195 2391 1765 1461 304 1231 1127
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=9
num_cat=0
split_feature=14 2 40 47 13 2 2 16
split_gain=1.37646e-05 4.28841e-05 6.72915e-05 5.60621e-05 6.2873e-05 4.52403e-05 4.17929e-05 3.70458e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -1.0000000180025095e-35 0.097435000000000008 1.0000000180025095e-35 0.084235000000000018 0.11934000000000002 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3 -7
right_child=1 6 3 -5 -6 7 -8 -9
leaf_value=-0.01104442632966726 -0.026183576072834277 0.024826886371947746 0.018659090358809048 0.022722042425566052 -0.022531296307248518 -0.016091796442346557 -0.0023329019043036386 0.0093553217093857634
leaf_weight=0.0010237519198645567 0.0010418244234486826 0.0013000009316272852 0.0012830067120820402 0.0010185738089422735 0.0012378477125068324 0.0012835521971857038 0.0010042259714144719 0.0010320983599081683
leaf_count=196 249 283 734 228 466 957 354 443
internal_value=0 0.00117898 -0.00276707 0.00139955 -0.003091 0.00359598 0.0129901 -0.00474987
internal_weight=0 0.00920113 0.0068969 0.00585508 0.0048365 0.00359866 0.00230423 0.00231565
internal_count=3910 3714 3077 2828 2600 2134 637 1400
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=9
num_cat=0
split_feature=50 15 52 47 3 2 0 1
split_gain=4.29703e-05 3.98264e-05 5.25108e-05 7.43061e-05 6.74937e-05 6.17713e-05 5.88612e-05 4.3983e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.092854999999999979 0.09252500000000001 -0.069909999999999986 0.10571000000000001 -0.10209999999999998 0.076710000000000014
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=0.00038751259791352334 -0.00039124968901965322 -0.00031314870004750441 -0.00032060750060727296 -0.00037072513212232071 0.0002203690586026325 -1.6884754780339361e-05 0.00082804135383534748 0.00020751310886437654
leaf_weight=0.0010954702186400734 0.0010022411599915704 0.0017575095415479809 0.0014667514172012018 0.0012684264607006421 0.0013429111267368185 0.0014082871945919773 0.0011272872531190052 0.0010334802785118985
leaf_count=278 715 655 1180 212 165 243 190 272
internal_value=0 3.36869e-05 -7.52736e-06 6.27122e-05 0.000148903 0.000310842 0.000497683 -0.000102307
internal_weight=0 0.0105001 0.00940465 0.00764714 0.00637872 0.00387849 0.0024702 0.00250023
internal_count=3910 3195 2917 2262 2050 598 355 1452
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=8
num_cat=0
split_feature=124 3 49 4 52 1 1
split_gain=1.73437e-05 2.15178e-05 2.94182e-05 4.48165e-05 6.40858e-05 3.61782e-05 2.68568e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.081274999999999986 -0.12499499999999999 0.0033900000000000002 0.11167500000000001 0.091845000000000024
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=0.012374371582653748 0.01124602467567903 0.010192642311206973 -0.022286382056648346 -0.011472262755452586 0.016955215613397089 -0.018682471733093748 0.010853763698546738
leaf_weight=0.0010132332032178884 0.0011636511330679377 0.0013616867641605508 0.0013462339857671576 0.0010075187483285948 0.0013506161435827505 0.0018119553844418231 0.0011581805756559671
leaf_count=310 222 206 328 1116 1243 228 257
internal_value=0 -0.00141054 -0.00342631 -0.00598432 -0.00186547 -0.00825605 0.000467331
internal_weight=0 0.00919984 0.00783816 0.0066745 0.00532827 0.00397765 0.0021657
internal_count=3910 3600 3394 3172 2844 1601 1373
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=8
num_cat=0
split_feature=48 4 13 0 52 16 0
split_gain=3.7732e-05 6.79489e-05 4.8502e-05 7.075e-05 6.75753e-05 5.77622e-05 3.02352e-05
threshold=0.11930500000000001 0.28937500000000005 -0.13934999999999997 -0.017269999999999997 -0.092854999999999979 -0.057604999999999996 -0.14674999999999996
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=-0.00034297992172072859 -0.00036648043653993308 0.00037936578060363934 -0.00049919845746732917 0.00038806940326622434 9.0982694453138756e-05 0.00029888194707538077 -0.00035801593062929004
leaf_weight=0.0016607137064007741 0.0010124580781037335 0.0017753045876225991 0.0011540893954048743 0.0016255587042740844 0.0010074922414275529 0.0018227719238342044 0.0013482406562846166
leaf_count=206 161 388 506 287 105 885 1372
internal_value=0 3.00529e-05 -4.18982e-05 2.99614e-05 -7.92022e-05 3.67994e-05 -0.00016599
internal_weight=0 0.0103942 0.00861887 0.00695815 0.00533259 0.0041785 0.00235573
internal_count=3910 3749 3361 3155 2868 2362 1477
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=4 0 49 2 457 0 15 16
split_gain=3.61139e-05 5.37425e-05 6.89742e-05 0.00012314 6.77523e-05 8.40666e-05 5.26969e-05 5.04101e-05
threshold=0.27608500000000008 0.055865000000000005 -0.085174999999999987 0.113945 0.041935000000000007 -0.070894999999999986 -0.43091499999999999 -0.114825
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -2 -4
right_child=6 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0005858420763523816 -8.5254712038235645e-05 0.00025078002374443581 5.0573329118672852e-05 -0.00066565578581598327 0.00048915176360087985 0.00029626210243242841 0.0005210743264332763 -0.00051335190163459023
leaf_weight=0.0010775182092444225 0.0010746440926339255 0.0017966086824207084 0.0010607894319939102 0.0010422126304542815 0.0011655882513631199 0.0016584079981734022 0.001131194022311153 0.0014323676043725953
leaf_count=219 209 221 301 285 221 356 232 1866
internal_value=0 -5.35707e-05 -0.000127096 -4.9367e-05 7.14315e-05 -4.58472e-05 0.000225682 -0.000273413
internal_weight=0 0.00923349 0.00743688 0.00635937 0.00531715 0.00415157 0.00220584 0.00249316
internal_count=3910 3469 3248 3029 2744 2523 441 2167
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=9
num_cat=0
split_feature=4 15 42 0 13 15 15 49
split_gain=2.75488e-05 5.62416e-05 4.12037e-05 4.60388e-05 0.000104799 0.000103237 0.000120095 9.92047e-05
threshold=0.28937500000000005 -0.43091499999999999 0.087065000000000017 -0.017269999999999997 -0.028919999999999998 0.024640000000000006 -0.015439999999999997 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00033918775507953207 -0.00012730201900706316 0.00050753053272679352 -0.00030132703602172098 -0.00019064603368512545 0.00069045829448456989 -0.00061802472551591254 0.00064741762471314239 -0.00040452874489521601
leaf_weight=0.0010824644232148004 0.0010547041304720885 0.0010920920457007433 0.001982645773874186 0.0010059016022203604 0.0010721973158441568 0.0010876162808303499 0.0010109907154292426 0.0018998198619640922
leaf_count=182 209 217 1226 46 230 814 257 729
internal_value=0 0.000195642 -5.11836e-05 1.80923e-05 0.000263961 -8.24685e-05 6.33966e-05 -0.000134586
internal_weight=0 0.0021468 0.00914164 0.00715899 0.0020781 0.00508089 0.00399328 0.00298228
internal_count=3910 426 3484 2258 276 1982 1168 911
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=7
num_cat=0
split_feature=43 1 43 49 12 3
split_gain=1.59367e-05 3.80145e-05 6.05913e-05 3.58324e-05 9.41477e-05 5.50346e-05
threshold=-0.18906999999999999 0.085835000000000009 0.052855000000000006 -0.029304999999999998 0.090840000000000018 0.096385000000000012
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=0.0099654365358594933 -0.02337266972706134 0.014155492326623104 0.0057148534236166997 0.020941058410147859 -0.027396145400583112 -0.0065404782739690824
leaf_weight=0.0013766854170001253 0.0016742718364425129 0.0019382649449643588 0.0012514025999337301 0.0014352380040143799 0.0010955708320081097 0.0014802943425153471
leaf_count=261 1699 340 348 543 485 234
internal_value=0 -0.00159823 -0.010931 0.00299128 -0.00240354 0.00698794
internal_weight=0 0.00887504 0.00292567 0.00594937 0.0040111 0.00291553
internal_count=3910 3649 2047 1602 1262 777
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=9
num_cat=0
split_feature=4 15 42 133 15 15 16 2
split_gain=3.19846e-05 4.56411e-05 3.6032e-05 5.77236e-05 8.92618e-05 5.2002e-05 9.84689e-05 2.10689e-05
threshold=0.28937500000000005 -0.43091499999999999 0.087065000000000017 0.065880000000000008 0.035895000000000003 -0.038029999999999987 -0.072359999999999994 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.00018900217616780169 -7.600464234270771e-05 0.00049854574925444536 -0.00028728198535677845 0.00037239904114446916 -0.0005813205019623382 0.00043962534694584637 -0.00061505178427567883 5.9908469677137267e-05
leaf_weight=0.0013581927157705893 0.0010513550472756256 0.0010751877488853132 0.0019703728132728837 0.001379772664337438 0.0010827801677933306 0.001172763264408419 0.0010294130635343265 0.0010783940576222523
leaf_count=269 209 217 1226 705 652 174 259 199
internal_value=0 0.00021449 -5.26835e-05 1.24096e-05 -7.44033e-05 4.39213e-05 -0.000157665 0.000257726
internal_weight=0 0.00212654 0.00907169 0.00710132 0.00572154 0.00463876 0.00238761 0.00225116
internal_count=3910 426 3484 2258 1553 901 528 373
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=10
num_cat=0
split_feature=4 15 15 49 160 52 0 15 13
split_gain=2.19491e-05 4.38917e-05 3.83098e-05 5.82317e-05 5.27435e-05 4.07492e-05 3.75619e-05 3.62637e-05 2.69411e-05
threshold=0.28937500000000005 -0.10981499999999998 -0.091024999999999981 -0.0057999999999999987 -0.075234999999999982 -0.031409999999999993 -0.098179999999999976 -0.43091499999999999 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 -2 -7
right_child=7 2 3 4 5 8 -8 -9 -10
leaf_value=-0.00043389126362142151 -8.3686316670243479e-05 0.000326549657962209 -0.00059505623646200466 0.0004447947824698002 -0.00036207449609280983 0.00031852464901494984 -6.2580974590379672e-05 0.00043088054786068734 -7.9015290247297091e-05
leaf_weight=0.0010003203184693358 0.001044463169156907 0.0011891695427558779 0.0010346527884865749 0.0010767768979128073 0.0011145761411068588 0.0011073890919948315 0.0010031977905312856 0.0010619229901609826 0.001605815613082954
leaf_count=323 209 320 151 507 503 309 372 217 999
internal_value=0 -4.63138e-05 1.36469e-06 -5.43364e-05 6.14188e-05 -4.64271e-05 -0.000332928 0.00017573 8.32398e-05
internal_weight=0 0.0091319 0.00813158 0.00694241 0.00490456 0.00382778 0.00203785 0.00210639 0.0027132
internal_count=3910 3484 3161 2841 2318 1811 523 426 1308
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=9
num_cat=0
split_feature=4 0 3 3 15 0 4 1
split_gain=2.75003e-05 3.8283e-05 7.70032e-05 5.69481e-05 3.59627e-05 2.95986e-05 2.87877e-05 2.54772e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 -0.43091499999999999 -0.18087499999999998 -0.011209999999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -2 -4 -1 -8
right_child=4 3 5 -5 -6 -7 7 -9
leaf_value=-0.00063244772566783351 -5.96055794052934e-05 0.00035313408173757852 -8.7812986294400635e-05 -0.00013454949102823855 0.00045046073753970538 0.00034520567772719019 -0.00044302632148335129 -6.932042439350422e-06
leaf_weight=0.0010051878230541616 0.0010541406901811799 0.0018088373898296141 0.0013590035489818991 0.001874666352204579 0.0010717882188332637 0.0010966332670580697 0.0010431089481570427 0.001017416921012668
leaf_count=1624 209 277 112 358 217 108 826 179
internal_value=0 -4.98817e-05 -0.000153165 0.000104935 0.000197545 0.000105564 -0.000360408 -0.000227698
internal_weight=0 0.00920485 0.00552135 0.0036835 0.00212593 0.00245564 0.00306571 0.00206053
internal_count=3910 3484 2849 635 426 220 2629 1005
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=9
num_cat=0
split_feature=52 376 43 47 1 0 52 0
split_gain=3.71113e-05 5.10594e-05 5.77954e-05 6.14264e-05 0.000101163 7.08736e-05 0.000121394 6.02902e-05
threshold=-0.26295999999999992 0.048375000000000008 -0.083899999999999988 0.09252500000000001 0.076710000000000014 -0.087614999999999985 -0.0066199999999999991 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00036611496656391854 -8.4495739597341388e-05 0.00041660489036950463 -0.00046147552115498606 -0.0005050056223256038 -0.00013259921342544117 -0.00028750778304908168 0.00061473182372730922 0.00055775490134370739
leaf_weight=0.0010007766950856705 0.0010608189361347386 0.0011630424302564177 0.0015159153577926953 0.0012194455700442232 0.0015551086939663071 0.0011918309559466799 0.0018063114731931194 0.0011949541027996293
leaf_count=437 633 200 1225 242 161 591 260 161
internal_value=0 2.87213e-05 -1.85447e-05 -0.000103429 -2.27424e-05 0.000123325 0.000268991 0.000255725
internal_weight=0 0.0107074 0.00954439 0.00728861 0.00606917 0.00455325 0.00336142 0.00225577
internal_count=3910 3473 3273 2479 2237 1012 421 794
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=8
num_cat=0
split_feature=48 4 12 3 3 12 4
split_gain=3.89998e-05 8.50973e-05 5.04426e-05 7.04906e-05 4.79068e-05 5.85152e-05 8.9768e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 -0.10628499999999998 0.051320000000000005 0.0057500000000000008
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=-0.00040281586647648908 -0.0003692806151802701 0.00041812589785601858 0.00018333425367872628 0.00045454613273918299 -0.00038450476807609906 -0.00042982990695754217 0.00039917338763084312
leaf_weight=0.0012989549047956852 0.0010080516597154475 0.001835610872472874 0.001996521770048291 0.0011844822322389448 0.001059123387522602 0.001991988184948678 0.0011971640450589849
leaf_count=264 161 388 373 109 187 2344 84
internal_value=0 3.43749e-05 -4.63307e-05 1.59981e-05 -6.71835e-05 -0.000184917 3.13072e-05
internal_weight=0 0.0105638 0.00872823 0.00742928 0.0062448 0.00424828 0.00225629
internal_count=3910 3749 3361 3097 2988 2615 271
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 12 0
split_gain=3.72295e-05 6.24387e-05 4.68036e-05 6.46837e-05 0.00012913 8.96071e-05 7.66987e-05 5.82519e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 -0.11991499999999998
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=0.00028215252317190877 -0.00036771474009136899 0.00046654016271071647 -0.00041069983613431233 0.00076686328909858828 -0.00017118319325732946 -0.00046860398709182646 0.00047946918909907212 -0.00029624334455113026
leaf_weight=0.0010106635903118313 0.0010049883745442923 0.0011119050975624085 0.0010709121086296515 0.0011521617819667419 0.0011056222455750738 0.0016618880763677058 0.0012368947907294876 0.001982905167896933
leaf_count=166 161 279 398 320 101 455 677 1353
internal_value=0 2.76045e-05 -2.53238e-05 2.53138e-05 0.000307508 -8.28151e-05 6.87376e-05 -0.00010097
internal_weight=0 0.010333 0.00922105 0.00815014 0.00225778 0.00589235 0.00423046 0.00299357
internal_count=3910 3749 3470 3072 421 2651 2196 1519
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=10
num_cat=0
split_feature=50 15 160 12 151 43 13 2 12
split_gain=2.87249e-05 5.51403e-05 4.55022e-05 5.89449e-05 5.03919e-05 6.72361e-05 8.95066e-05 7.55047e-05 3.60699e-05
threshold=0.086465000000000014 -0.24219999999999997 0.091575000000000017 -0.036459999999999992 -0.076429999999999984 -0.074254999999999988 -0.10939499999999998 0.090905000000000014 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.00044574100475722726 -0.00031912420204378345 -0.00035908337417438771 -0.00041395558292707437 0.00046230673722480415 5.820760921618132e-05 0.00024142447058329757 -4.6936654760648267e-05 -0.00076955436166158532 0.00056344715163227403
leaf_weight=0.0010916934417282585 0.0010000471874363941 0.0012831200273633022 0.0010056722721686036 0.0012084257090950335 0.001158080758601218 0.001442072083997532 0.0011873175410371827 0.0010454039979560805 0.0010233002633242994
leaf_count=278 715 256 302 312 430 116 754 513 234
internal_value=0 2.87348e-05 -1.99366e-05 2.75319e-05 9.77516e-05 2.25253e-05 -0.000139347 -0.00038528 0.000295219
internal_weight=0 0.0104451 0.00935339 0.00834772 0.0070646 0.00585617 0.00367479 0.00223272 0.00218138
internal_count=3910 3195 2917 2615 2359 2047 1383 1267 664
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=7
num_cat=0
split_feature=4 0 3 3 49 1
split_gain=1.70967e-05 3.11364e-05 5.58053e-05 4.74518e-05 2.93166e-05 2.36185e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 -0.074234999999999982 -0.006494999999999999 0.094385000000000011
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=-0.024351308559000091 0.0083676715836428581 0.017525979548107463 -0.0070623652909324684 -0.006223776144351865 0.015763698775334557 -0.0057336764351888989
leaf_weight=0.0016044569748289036 0.0019541111323628764 0.0016519596176483953 0.001090372725827321 0.0017142679140728354 0.0011626147798849589 0.0011844132478785493
leaf_count=2287 426 277 109 358 111 342
internal_value=0 -0.00201618 -0.00698853 0.0054313 0.00471663 -0.0164445
internal_weight=0 0.00840809 0.00504186 0.00336623 0.00225299 0.00278887
internal_count=3910 3484 2849 635 220 2629
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=7
num_cat=0
split_feature=159 15 51 43 4 2
split_gain=1.52602e-05 3.32024e-05 3.10759e-05 7.12581e-05 6.16429e-05 4.32467e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.077145000000000005 -0.053009999999999995 -1.0000000180025095e-35 0.093815000000000009
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=-0.01128518649246895 0.018333221417507106 -0.0023304511832597909 0.012556729762260769 -0.00043161766700539782 -0.026247664579971953 0.021634068317596594
leaf_weight=0.0010828790986939204 0.0010143618256843725 0.0018359102876407542 0.0014311147622794998 0.0018953532426898242 0.0018064540401092773 0.0012767010425520065
leaf_count=633 281 810 422 1002 425 337
internal_value=0 0.00126083 -0.000839413 -0.00365277 -0.0130297 0.00749909
internal_weight=0 0.0092599 0.00824553 0.00681442 0.00370181 0.00311261
internal_count=3910 3277 2996 2574 1427 1147
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=9
num_cat=0
split_feature=376 43 52 13 2 48 16 15
split_gain=1.42763e-05 3.37772e-05 5.07391e-05 5.58901e-05 6.38982e-05 5.60694e-05 5.48471e-05 2.72401e-05
threshold=0.048375000000000008 -0.18906999999999999 0.10898500000000001 -0.083514999999999992 0.11230000000000001 0.016865000000000002 -0.0072149999999999992 -0.0039399999999999991
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=0.014329145827083598 0.01063334258029134 0.0019118582190872015 -0.022973103566836975 -0.023138890426134363 -0.02889614482923621 0.017753760156086436 0.0072365596986445901 0.023761669422933417
leaf_weight=0.0011963562152510045 0.0011159497913194689 0.0011936645405574017 0.0011653673601106926 0.0012916521141716269 0.0010169294184311384 0.0011442397507935918 0.001101257352056986 0.0010930652857471157
leaf_count=250 206 567 612 877 292 247 490 369
internal_value=0 -0.00134344 -0.00368538 -0.000399615 -0.00680464 -0.000453338 -0.0091596 0.0123561
internal_weight=0 0.00920253 0.00800618 0.00684081 0.00455408 0.00353715 0.00239291 0.00228673
internal_count=3910 3704 3454 2842 1906 1614 1367 936
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=9
num_cat=0
split_feature=484 159 150 124 1 15 2 15
split_gain=0.000180934 5.82467e-05 5.50234e-05 9.19712e-05 9.94763e-05 6.83392e-05 6.84379e-05 6.05213e-05
threshold=-1.0000000180025095e-35 0.088320000000000023 0.090695000000000012 -0.018779999999999995 0.12864500000000004 -0.10192499999999999 0.094010000000000024 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00080468799610449967 -0.0004390963108131719 0.00047351918338775338 -0.00031322500474438819 -0.00029385241755819678 0.00072359097625011339 0.00075017031988073972 -7.9091027250343304e-05 0.00012924517803128001
leaf_weight=0.0010002896261298586 0.0011207988167323268 0.0012033464162498663 0.0016236941625284015 0.0015011594315511483 0.0010458162961818063 0.0011042121249400904 0.0019942288510842758 0.0013309702893396305
leaf_count=627 216 388 283 252 146 257 608 1133
internal_value=0 6.65818e-05 1.6207e-05 8.22666e-05 0.000166027 6.77041e-05 0.000190238 0.000410798
internal_weight=0 0.0109242 0.00972088 0.00809719 0.00697639 0.00593057 0.00442941 0.00243518
internal_count=3910 3283 2895 2612 2396 2250 1998 1390
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=10
num_cat=0
split_feature=50 15 12 160 2 12 13 0 1
split_gain=5.67252e-05 8.25693e-05 5.62622e-05 5.78312e-05 7.28858e-05 5.58204e-05 9.07236e-05 5.57236e-05 2.40545e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.036459999999999992 0.087825000000000014 0.087005000000000013 0.098180000000000003 -0.088854999999999976 -0.06402999999999999 0.091560000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00055843917011487746 -0.00043840723008839851 -0.00036272232429589905 0.00036735028510919646 -0.00034478646508041372 0.0005536272701679065 -0.00046028578426906961 -0.0001746497421456732 0.00071051526110787187 -6.1043679244583924e-05
leaf_weight=0.0010539699268519486 0.0010592291017688651 0.001543568369793461 0.001000439844919941 0.0012408776600244652 0.0010010180241199144 0.0010067540658267905 0.0019171396582189544 0.0010392569035075289 0.0010153858996875681
leaf_count=264 715 293 693 308 162 331 861 103 180
internal_value=0 3.70441e-05 -1.9235e-05 4.52589e-05 0.0001146 -6.21751e-05 7.51717e-05 0.000341705 0.000151565
internal_weight=0 0.0108184 0.00976444 0.00822087 0.00697999 0.00392491 0.00291816 0.00305508 0.00201583
internal_count=3910 3195 2931 2638 2330 1354 1023 976 873
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=8
num_cat=0
split_feature=4 42 133 15 15 16 16
split_gain=1.92696e-05 2.96535e-05 4.54819e-05 7.9449e-05 5.11206e-05 3.73417e-05 1.21377e-05
threshold=0.27608500000000008 0.087065000000000017 0.065880000000000008 0.035895000000000003 -0.038029999999999987 -0.073459999999999984 0.066275000000000014
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=0.0042023991963130612 0.0087950690475976593 -0.013523087581121356 0.0178948966482817 -0.028480271612250842 0.0065711395835174316 -0.021985102481774432 0.021854823083589991
leaf_weight=0.001183396081170078 0.0019878394788346238 0.00180123629057967 0.0012773613751144563 0.0010019050363119439 0.00106329688692981 0.0010085831098114271 0.0010162247583373196
leaf_count=254 441 1221 703 650 186 268 187
internal_value=0 -0.00215981 0.000964697 -0.00313625 0.00280833 -0.00784711 0.01404
internal_weight=0 0.008352 0.00655077 0.00527341 0.0042715 0.00219198 0.00207952
internal_count=3910 3469 2248 1545 895 522 373
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=9
num_cat=0
split_feature=147 11 3 47 2 15 2 15
split_gain=5.99644e-05 5.03104e-05 6.8692e-05 5.40488e-05 4.32228e-05 6.61418e-05 6.02703e-05 4.87327e-05
threshold=0.087265000000000023 0.079700000000000007 -0.10628499999999998 0.09252500000000001 0.10393500000000001 -0.073314999999999991 0.093815000000000009 -0.091024999999999981
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=0.00034391353588219018 0.00044967203671107231 -0.00045997296789407739 0.0003096999163250636 -0.00037496144103701977 0.000120731238205713 -0.00056103139872636164 0.00050143747609692553 -0.00022121539199498064
leaf_weight=0.0018118754904449088 0.0010371834058654208 0.001012615711264782 0.0010534092395994156 0.0018290993227688445 0.0011163269339208868 0.0010729461830631462 0.0011804715447265605 0.001801390570578111
leaf_count=241 191 245 326 368 330 287 349 1573
internal_value=0 -4.37568e-05 -1.03553e-06 -7.86407e-05 8.43389e-06 -0.000213395 0.000128784 -2.53099e-05
internal_weight=0 0.0108781 0.00986552 0.00805364 0.00622454 0.00218927 0.00403527 0.0028548
internal_count=3910 3719 3474 3233 2865 617 2248 1899
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=7
num_cat=0
split_feature=4 42 133 15 160 1
split_gain=1.59501e-05 2.69866e-05 3.79534e-05 5.83093e-05 4.45556e-05 6.03174e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 0.024640000000000006 -0.025614999999999995 0.094485000000000013
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=0.019695766462708028 0.0080848163060257324 -0.012601776327196865 0.016828266075051869 -0.023958660537697279 -0.017272917084164906 0.010417050428172661
leaf_weight=0.0011178582092777785 0.0019551913389956902 0.001851616066113137 0.0012392633499957624 0.0010305895696081863 0.0015868517557032485 0.0015600942023262961
leaf_count=282 426 1266 689 646 337 264
internal_value=0 -0.00194502 0.00107461 -0.00261217 0.00254621 -0.00354565
internal_weight=0 0.00838627 0.00653466 0.00529539 0.0042648 0.00314695
internal_count=3910 3484 2218 1529 883 601
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=9
num_cat=0
split_feature=147 151 4 15 16 16 1 13
split_gain=3.867e-05 5.59608e-05 9.44824e-05 4.57985e-05 4.84316e-05 0.00011895 3.23047e-05 6.31952e-05
threshold=0.087265000000000023 -0.044604999999999992 0.28937500000000005 -0.10192499999999999 -0.095609999999999987 -0.055679999999999993 0.088495000000000018 -0.028919999999999998
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=-0.00035277881702997285 0.00036019656821933635 -0.00044720344295480036 0.00052476931942584408 -0.00032165758747132559 0.00068540626101909377 -0.00024515427706781507 -0.00030387861795553602 0.00037223235252816569
leaf_weight=0.0018098652302114522 0.0010225503535734445 0.0010046933489751666 0.0012506219432564612 0.0013792235303023877 0.0010340612769571675 0.0012539559505429293 0.0013784304205362533 0.001296451407598387
leaf_count=498 191 289 313 373 989 515 452 290
internal_value=0 -3.9404e-05 2.65652e-05 -5.82422e-05 3.37542e-06 9.37043e-05 -6.20303e-05 6.86826e-05
internal_weight=0 0.0104073 0.00859744 0.00734682 0.00634212 0.0049629 0.00392884 0.00255041
internal_count=3910 3719 3221 2908 2619 2246 1257 805
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=9
num_cat=0
split_feature=48 48 1 0 2 12 151 2
split_gain=3.69139e-05 6.25092e-05 4.95773e-05 0.00015533 7.31754e-05 5.97362e-05 3.82997e-05 4.59235e-05
threshold=0.11930500000000001 0.093225000000000016 0.11198000000000001 -0.10303999999999998 0.10393500000000001 0.090840000000000018 -0.0074049999999999993 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00017060844712593794 -0.00036382847867008644 0.00046696959206338922 0.00076725900390733198 -0.00020074217840146597 -0.00044675753713660342 0.00036878593216822569 1.6924344195643486e-05 -0.00052409800740934492
leaf_weight=0.0011822146682039718 0.001007425546183916 0.0011197311069035378 0.0010990389549654202 0.0015170667769079001 0.0018302178887667454 0.0013226983148118682 0.0011778627668916197 0.0012363715499986009
leaf_count=348 161 279 133 351 510 765 482 881
internal_value=0 2.91237e-05 -2.32249e-05 0.00020592 -0.000112043 1.24906e-05 -0.000118547 -0.000260143
internal_weight=0 0.0104852 0.00936547 0.00261611 0.00674937 0.00491915 0.00359645 0.00241423
internal_count=3910 3749 3470 484 2986 2476 1711 1363
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=9
num_cat=0
split_feature=12 13 16 42 47 13 0 52
split_gain=2.93518e-05 5.44454e-05 5.17213e-05 4.40032e-05 5.51258e-05 7.81751e-05 6.34333e-05 0.00013038
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.085545000000000024 0.077065000000000008 -0.0064299999999999991 -0.14534499999999997 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00057457617494826837 -0.00032499073458245724 0.00038833347392101076 -0.00037226545273993304 -0.00028537771276178445 -0.0002486718264729361 -0.00027557464560965103 -0.00035615954322021901 0.00069053942320766195
leaf_weight=0.001496683981070261 0.0010223536971008937 0.0013626493776400439 0.0014433149005031636 0.0013587891736531275 0.0013229285084868049 0.0010326980101167532 0.0010764928357809419 0.0011189525649613046
leaf_count=912 187 224 530 1199 242 68 435 113
internal_value=0 2.34785e-05 -3.26998e-05 3.34715e-05 0.000105109 0.000204166 3.24311e-05 0.000226847
internal_weight=0 0.0102125 0.00884986 0.00740655 0.00604776 0.00472483 0.00322814 0.00215165
internal_count=3910 3723 3499 2969 1770 1528 616 181
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 0 3
split_gain=4.99469e-05 5.11218e-05 4.43661e-05 4.80321e-05 5.94053e-05 6.50163e-05 2.8167e-05
threshold=0.086465000000000014 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094010000000000024 -0.070174999999999987 -1.0000000180025095e-35
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=-0.00034526430959921824 -0.00041204114899729164 0.00032434799507927305 -0.00029213707070901046 0.00031455249557524404 -0.00035824952340106017 0.00043600415927006408 0.00011842339074619694
leaf_weight=0.001383539301112807 0.0010223480057501332 0.0020002579987293328 0.0013718682236342115 0.0018135553112639449 0.0017017011013077546 0.001313681105185446 0.0012083395495664615
leaf_count=268 715 396 1431 134 688 177 101
internal_value=0 4.14169e-05 -2.29474e-05 3.72401e-05 -5.26381e-05 8.09198e-05 -9.98671e-05
internal_weight=0 0.0107929 0.00879268 0.00740915 0.00559559 0.00389389 0.00258021
internal_count=3910 3195 2799 2531 2397 1709 1532
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=8
num_cat=0
split_feature=16 16 160 3 0 1 15
split_gain=1.53863e-05 4.29933e-05 4.62471e-05 3.60779e-05 3.21762e-05 8.67323e-05 3.84869e-05
threshold=-0.055679999999999993 -0.004514999999999999 -0.063534999999999994 -0.018854999999999997 -0.15713499999999997 0.11368000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0065705135029050137 -0.022076245283881496 0.018621884744438807 0.0043075648007525943 -0.017228008171008932 -0.0158285678921741 0.032297799409228493 0.010996395664738692
leaf_weight=0.0018873784975629105 0.0010397242828707751 0.0010666971848586819 0.001711449040726186 0.0014261299427583151 0.0010363288601523443 0.0011260033759336696 0.0011053079445150658
leaf_count=238 621 342 676 207 534 289 1003
internal_value=0 -0.00386852 0.000634285 -0.00548104 0.00382485 0.00982918 -0.00198409
internal_weight=0 0.005244 0.00420428 0.00313758 0.00515502 0.00326764 0.00214164
internal_count=3910 1846 1225 883 2064 1826 1537
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=9
num_cat=0
split_feature=49 15 16 133 15 4 52 0
split_gain=1.57971e-05 4.13245e-05 3.07608e-05 3.97408e-05 5.13816e-05 5.84807e-05 8.2568e-05 1.85834e-05
threshold=-0.029304999999999998 -0.040439999999999997 -0.45301499999999995 1.0000000180025095e-35 -0.11739999999999999 -0.032604999999999995 0.071660000000000015 -0.091234999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=0.01704925916930549 -0.017218528027135666 -0.0076919021156723879 -0.015770006393361714 -0.015684122546590209 -0.023319915255891673 0.030953895414977273 0.016252682234874805 0.011840113564081609
leaf_weight=0.0015741732693568694 0.0011826878985635768 0.0011820165021493524 0.0010329134688614244 0.0012488860030187652 0.0010016690274931921 0.0010025726543014886 0.0011132475278771128 0.0010325310665725306
leaf_count=301 261 258 287 1189 561 174 557 322
internal_value=0 0.00643879 -0.00239643 0.000329067 0.00418763 0.00915495 -0.00248973 0.0212563
internal_weight=0 0.00275619 0.00761451 0.00643182 0.00518293 0.00415002 0.00211492 0.0020351
internal_count=3910 559 3351 3090 1901 1614 1118 496
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=7
num_cat=0
split_feature=4 151 0 3 2 4
split_gain=1.62615e-05 2.39892e-05 5.00097e-05 3.34562e-05 5.33617e-05 4.40393e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.15713499999999997 0.13772500000000001 0.10113500000000002 -0.0021099999999999995
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=0.0088919515365412961 0.0081542149462460935 -0.025126278224195289 0.01164937597532429 0.015530484314582231 -0.023264954015059795 -0.010654034722461686
leaf_weight=0.0016381824127018052 0.0019610691820701213 0.0010092104033330067 0.0019476809752074435 0.0010103245081580295 0.0011489789740868187 0.0016230844211559262
leaf_count=558 426 141 1679 92 545 469
internal_value=0 -0.00196173 -0.00460004 -0.000984847 -0.00452018 0.0015114
internal_weight=0 0.00837746 0.00673928 0.00573007 0.00471974 0.00357077
internal_count=3910 3484 2926 2785 2693 2148
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=10
num_cat=0
split_feature=147 151 4 52 15 1 42 4 4
split_gain=4.46223e-05 6.5031e-05 7.86805e-05 8.9388e-05 7.23331e-05 5.78261e-05 7.8627e-05 6.29665e-05 6.80527e-05
threshold=0.087265000000000023 -0.044604999999999992 0.41315500000000005 0.11401500000000002 -0.10192499999999999 0.11215000000000001 0.084100000000000022 1.0000000180025095e-35 -0.14963999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00036967927056376566 0.00038163530840291997 -0.00044272615504740303 0.000505889234268497 -0.00058585405561494442 0.00045000826493051633 -0.00030215196870715547 -0.00023872322661573332 0.0007728604506118742 -0.0001943910550928038
leaf_weight=0.001901422387712663 0.0010573069737675736 0.0010163260216288625 0.0011605865530819699 0.0010090357816207787 0.0015966405351074704 0.0010077871950264607 0.0011230546369755288 0.0010031947991069592 0.0010408133730147257
leaf_count=498 191 243 289 519 242 148 875 167 738
internal_value=0 -4.03346e-05 2.95764e-05 -4.13243e-05 3.96222e-05 0.000124561 0.000214834 0.000354746 0.00019571
internal_weight=0 0.0108589 0.00895744 0.00779685 0.00678782 0.00577149 0.0047637 0.00364065 0.00263745
internal_count=3910 3719 3221 2932 2413 2170 2022 1147 980
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=9
num_cat=0
split_feature=147 151 4 15 48 52 43 0
split_gain=4.52319e-05 4.98441e-05 7.84186e-05 4.71915e-05 4.4049e-05 4.87503e-05 7.65294e-05 7.34419e-05
threshold=0.087265000000000023 -0.044604999999999992 0.41315500000000005 -0.10192499999999999 0.091185000000000002 -0.098644999999999983 0.070805000000000021 -0.053834999999999994
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=-0.00033576993416106266 0.00039154454989123733 -0.00042337281373187722 0.00051251725815614835 -0.00041855654060221815 0.00036360775983442553 9.5648308851969461e-05 0.00045678969499903855 -0.00055553193761241203
leaf_weight=0.001831959839464512 0.0010147247216935719 0.0011133249930465718 0.0010876859730735849 0.0011499562548349974 0.0011391594726988027 0.001899763418163935 0.0011922488962382281 0.0010252492549751996
leaf_count=498 191 302 289 466 213 1586 217 148
internal_value=0 -4.20877e-05 2.04184e-05 -5.07611e-05 1.39928e-05 -6.16197e-05 3.80732e-05 -0.000132598
internal_weight=0 0.0104393 0.00860739 0.0075197 0.00640638 0.00526722 0.00411726 0.00292501
internal_count=3910 3719 3221 2932 2630 2417 1951 1734
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=10
num_cat=0
split_feature=147 15 16 47 2 12 1 12 49
split_gain=4.75145e-05 6.06888e-05 5.03209e-05 3.76422e-05 7.15643e-05 3.25093e-05 3.9739e-05 6.20161e-05 4.68283e-05
threshold=0.087265000000000023 -0.24219999999999997 -0.41862999999999995 0.10783500000000001 1.0000000180025095e-35 0.095295000000000019 0.076710000000000014 0.085185000000000025 -0.0057999999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -8
right_child=-2 2 3 -5 5 -7 8 -9 -10
leaf_value=0.00038157360130929377 0.00040451615936327204 -0.00048369514028656499 -0.00048245237609068005 0.0002703647355659186 -0.00041552218655877883 -0.0003026885093811936 -4.3886176960412374e-05 0.00024547628402778589 0.00049978128632649933
leaf_weight=0.0011831516662084368 0.0010248623489234618 0.0011000375331440765 0.0014500635638149892 0.001290693198994876 0.0012005153578597374 0.0010714593620573531 0.0011346895519396517 0.0010005072766869968 0.0013150600405994956
leaf_count=304 191 227 672 190 488 519 157 896 266
internal_value=0 -3.73496e-05 -8.91794e-05 -3.78994e-05 -9.33732e-05 5.22293e-06 7.61605e-05 -0.000115056 0.000247962
internal_weight=0 0.0107462 0.00956303 0.00846299 0.0071723 0.00572223 0.00465077 0.00220102 0.00244975
internal_count=3910 3719 3415 3188 2998 2326 1807 1384 423
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=10
num_cat=0
split_feature=50 133 49 16 160 13 1 1 1
split_gain=4.0686e-05 4.70289e-05 5.77052e-05 8.36959e-05 8.30311e-05 5.96129e-05 3.04447e-05 3.61572e-05 2.12136e-05
threshold=0.086465000000000014 0.088055000000000008 -0.006494999999999999 -0.063614999999999991 -0.070974999999999996 0.11202500000000001 0.11026000000000001 0.087545000000000026 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 7 -6 -1
right_child=-2 -3 4 -5 5 -7 -8 -9 -10
leaf_value=0.00026334134129087463 -0.00038297411092516034 -0.00034536263906802576 0.00060650895026594944 -0.00059958583452539109 -0.00015307213660059447 0.00048595064697866944 -0.00030547999290969787 0.00031145770639035057 -0.00012365476701743842
leaf_weight=0.0011386165190437893 0.0010143269057568639 0.0011544796738898007 0.0013903990944968822 0.0010313036776426138 0.0013381850856749426 0.0010096750252145811 0.0012187470370509457 0.0012422219437457714 0.0010438206121707331
leaf_count=137 715 715 429 308 884 104 219 288 111
internal_value=0 2.81432e-05 7.39529e-05 -0.000139272 0.000184491 6.24705e-05 -5.00749e-05 7.05551e-05 7.8248e-05
internal_weight=0 0.0105674 0.00941297 0.00321374 0.00619923 0.00480883 0.00379915 0.00258041 0.00218244
internal_count=3910 3195 2480 556 1924 1495 1391 1172 248
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=10
num_cat=0
split_feature=147 11 3 16 16 2 13 13 1
split_gain=3.92594e-05 5.03707e-05 7.01115e-05 5.47069e-05 4.60697e-05 6.26593e-05 7.48542e-05 5.34298e-05 4.9214e-05
threshold=0.087265000000000023 0.077330000000000024 -0.12008499999999998 -0.30307999999999996 -0.110495 0.097940000000000013 -0.0088749999999999992 -0.071149999999999977 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=0.00045478622141278507 0.00036522285006287931 -0.0004328111283670542 -0.00047074440941628835 0.00034685383299261292 -0.00060584484875431869 0.00057667469684893164 -0.00017452973812447201 -0.00030288826907322845 0.0002291316123803596
leaf_weight=0.0011756257027711924 0.0010077301981196935 0.0011204770006624483 0.0010696524092382925 0.0012482199537824177 0.0010051823901042587 0.0010388140641605821 0.0010018073754608295 0.0015761753240550675 0.0011608090342817997
leaf_count=144 191 269 337 249 991 345 269 921 194
internal_value=0 -4.01162e-05 7.3172e-06 -5.76227e-05 5.22698e-06 -6.85135e-05 0.000207884 -0.000219234 -7.72481e-05
internal_weight=0 0.0103968 0.00927629 0.00810066 0.00703101 0.00578279 0.00204062 0.00374217 0.00273698
internal_count=3910 3719 3450 3306 2969 2720 614 2106 1115
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=9
num_cat=0
split_feature=151 16 52 0 16 15 3 13
split_gain=1.44491e-05 4.03608e-05 7.29556e-05 7.13808e-05 6.84085e-05 5.21447e-05 5.02861e-05 4.31358e-05
threshold=-0.084129999999999996 -0.50388999999999984 0.11401500000000002 -0.076099999999999987 0.15100500000000003 -0.095799999999999982 0.013395000000000002 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -6
right_child=1 2 -4 4 7 6 -8 -9
leaf_value=-0.0097737043401718016 0.017303369324111095 -0.024107307875521452 -0.025283169446252231 0.03209860364326865 0.016066460597077125 -0.014265933242373683 0.016343487748618591 -0.012842004176751427
leaf_weight=0.0013332899627206416 0.0013537524490118118 0.0012267757606792993 0.0010986280000698945 0.001197581948529754 0.0010654388982123308 0.001027170160547317 0.0011240216080174341 0.001001214311038073
leaf_count=423 242 321 577 471 167 1298 122 289
internal_value=0 0.00137348 -0.00141241 0.00253584 0.0130815 -0.00765471 0.00172783 0.00206142
internal_weight=0 0.00909458 0.00774083 0.0066422 0.00326424 0.00337797 0.00215119 0.00206665
internal_count=3910 3487 3245 2668 927 1741 1420 456
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=9
num_cat=0
split_feature=50 15 15 13 47 1 52 3
split_gain=3.9469e-05 5.16459e-05 5.10321e-05 5.87884e-05 7.60555e-05 8.9607e-05 6.27936e-05 5.34511e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.11739999999999999 0.11596500000000001 0.08593000000000002 0.076710000000000014 -0.0066199999999999991 -0.011169999999999998
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=0.00045059816323720871 -0.00037549114042261986 -0.00042461582789516858 -0.00050664991134917014 0.00039222685199498614 -0.00049182541145203118 1.0788058462832231e-05 0.00054221102438000237 9.2690175120979345e-05
leaf_weight=0.0010175695782248606 0.0010073623000054271 0.00103752373818499 0.0013041914005754922 0.0014719502034598658 0.0011838385631308644 0.0018632766008046383 0.001579542336462068 0.0010191640335369925
leaf_count=264 715 286 1391 184 201 463 329 77
internal_value=0 3.08586e-05 -1.42934e-05 3.62553e-05 -3.91363e-05 5.38042e-05 0.000254601 -0.000243743
internal_weight=0 0.0104771 0.00945949 0.00842196 0.00695001 0.00576617 0.00344282 0.00232336
internal_count=3910 3195 2931 2645 2461 2260 792 1468
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=7
num_cat=0
split_feature=1 4 4 47 1 3
split_gain=1.54384e-05 4.05709e-05 2.83726e-05 5.53318e-05 0.000111777 4.73835e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0057500000000000008 0.09252500000000001 0.11097000000000001 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0039742185176011597 0.009366482887932872 -0.019164549145080881 0.037967449831607256 -0.0080326087242077165 -0.00087955877478837073 -0.017470726976252991
leaf_weight=0.0017624314971228282 0.0011679627866539848 0.0013293056987634414 0.0012536874493632726 0.0015779830606444624 0.0018101606110189016 0.0015064275012775441
leaf_count=422 867 1586 164 216 357 298
internal_value=0 -0.00597439 0.00245389 0.00718076 0.0150161 -0.00575035
internal_weight=0 0.00309174 0.00731622 0.00464183 0.00306385 0.00267439
internal_count=3910 2008 1902 737 521 1165
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=9
num_cat=0
split_feature=50 15 160 160 49 160 43 4
split_gain=4.34748e-05 4.37406e-05 4.90026e-05 4.44853e-05 4.78026e-05 6.88309e-05 0.000107594 3.71017e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 0.069910000000000014 -0.006494999999999999 -0.026849999999999995 -0.074254999999999988 -0.056579999999999991
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=0.00042055828544287227 -0.00038886053696356887 -0.00029723957677477495 -0.00041129371922375284 0.00043014026512907698 0.00049933466967747801 0.00032937842231489412 -3.4694871494197368e-05 -0.00048112502740180663
leaf_weight=0.0010275567192503205 0.0010141348233185287 0.0017077315117142861 0.0010206114541778085 0.0010081326045196801 0.0011784328554470379 0.0019226879248362399 0.0013580795694437832 0.001513204476320459
leaf_count=264 715 428 302 172 510 413 734 372
internal_value=0 3.58568e-05 -4.85872e-06 4.28852e-05 -7.94778e-06 7.47714e-05 -2.95928e-05 -0.000269969
internal_weight=0 0.0107364 0.00970888 0.00868827 0.00768014 0.0059724 0.00479397 0.00287128
internal_count=3910 3195 2931 2629 2457 2029 1519 1106
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=8
num_cat=0
split_feature=12 13 1 2 47 48 16
split_gain=4.08523e-05 4.43045e-05 5.55462e-05 6.69788e-05 4.41389e-05 6.80905e-05 0.000109131
threshold=0.11655500000000001 0.11202500000000001 0.076710000000000014 0.097360000000000016 0.09252500000000001 0.085875000000000021 -0.035699999999999989
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=-0.00061666867399870994 -0.00037138686167176879 0.00035510520937269489 0.00066161775509452942 5.9455239519208584e-05 -0.00021652023970048753 -0.00017131876833751959 -2.4630511383877003e-05
leaf_weight=0.0011492299274741844 0.0010640920098420386 0.0014105831152988859 0.0017363098750821069 0.0011048667717050984 0.0015873981898721643 0.0016592858893275577 0.0018298775531274227
leaf_count=1391 187 224 638 384 292 243 551
internal_value=0 3.18427e-05 -1.84485e-05 -0.00028526 6.98284e-05 0.000156816 0.000309491
internal_weight=0 0.0104776 0.00906697 0.0022541 0.00681287 0.00522547 0.00356619
internal_count=3910 3723 3499 1775 1724 1432 1189
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 42
split_gain=1.61049e-05 2.42994e-05 5.92009e-05 3.36991e-05 4.84945e-05 8.83146e-05 3.06656e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 -0.010284999999999997 0.085195000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-0.014493239063165825 -0.011475998383875051 0.0093993768343879035 0.025741206514385124 -0.024621557227919141 -0.01940359948808448 0.014410430403376879 0.0096259689934866648
leaf_weight=0.0010145425545943433 0.0011024829934058239 0.0017038000326050802 0.0012153873415922949 0.0011665479672018516 0.0013984172330555799 0.0017253788711581041 0.0010972550251042643
leaf_count=641 279 281 556 1239 204 179 531
internal_value=0 0.0013051 0.00815815 -0.00249885 -0.00722392 -0.00072696 -0.0019613
internal_weight=0 0.00932133 0.00332718 0.00599414 0.00429034 0.0031238 0.0021118
internal_count=3910 3631 1728 1903 1622 383 1172
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=8
num_cat=0
split_feature=1 52 52 2 0 4 0
split_gain=1.62477e-05 4.2881e-05 3.99248e-05 6.53055e-05 8.34896e-05 4.75526e-05 3.74059e-05
threshold=0.10498500000000001 -0.048794999999999991 -0.088354999999999989 0.10113500000000002 -0.071924999999999989 -0.0010999999999999996 -0.10303999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.019282488336151149 0.018276802182152024 0.0062711127315058374 0.012348255123787068 -0.016976170257227273 0.031037705945330486 -0.017711036296869261 -0.016775800156676759
leaf_weight=0.0012597136631835541 0.0015016231829173441 0.0018660085853748698 0.0010342815202865844 0.0014302600697289275 0.0011007493390632625 0.0010714937795826942 0.0011311097064555251
leaf_count=646 353 216 1431 361 194 419 290
internal_value=0 0.00448382 -0.00349559 0.000793374 0.00871942 -0.00294699 -0.00242677
internal_weight=0 0.00449874 0.0058965 0.00463678 0.00320652 0.00210578 0.00299712
internal_count=3910 859 3051 2405 2044 1850 506
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=11
num_cat=0
split_feature=1 123 48 12 4 42 151 16 2 1
split_gain=4.41913e-05 4.92731e-05 5.23805e-05 7.33236e-05 6.27684e-05 7.08381e-05 7.4052e-05 9.97656e-05 3.88043e-05 1.26507e-05
threshold=0.13662500000000002 1.0000000180025095e-35 0.11379500000000002 0.10852500000000001 0.074650000000000008 0.086700000000000013 -0.0074049999999999993 -0.057604999999999996 0.10796500000000002 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -6 -9
right_child=-2 -3 -4 -5 8 -7 7 9 -10 -11
leaf_value=0.00044691321396666601 0.00039085886493709667 0.00034848936370558209 -0.00050422664158825765 -0.0005134571998637057 0.00059974894020589718 -0.00052093444191789412 -0.00060719854573706869 -2.3610030565930544e-05 6.4083971086740618e-05 0.00028244057975409923
leaf_weight=0.0012176028477080894 0.001012802646530509 0.0011370862809024591 0.0010157879681843935 0.0010715027420133286 0.0010116853388602472 0.0010977844148764519 0.0010753662035650697 0.0010443393485730145 0.0010696881353765234 0.0010327859370649146
leaf_count=312 225 276 122 254 216 974 786 310 131 304
internal_value=0 -3.75376e-05 -8.30878e-05 -3.34648e-05 3.46629e-05 -7.56469e-05 3.62111e-05 -0.000122417 0.000324453 0.000128564
internal_weight=0 0.0107736 0.00963654 0.00862075 0.00754925 0.00546788 0.00437009 0.00315249 0.00208137 0.00207713
internal_count=3910 3685 3409 3287 3033 2686 1712 1400 347 614
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=8
num_cat=0
split_feature=49 12 42 15 0 4 12
split_gain=1.541e-05 4.42593e-05 3.27981e-05 2.88706e-05 5.51464e-05 5.09277e-05 3.82518e-05
threshold=-0.029304999999999998 0.085185000000000025 0.091955000000000023 -0.038029999999999987 -0.10131499999999999 -0.06272999999999998 0.080120000000000011
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=-0.0032914925953840624 0.0031007636373362266 0.022979372457935212 -0.017876533890427353 0.012603448738387419 -0.025519014240277395 0.024181581394069392 -0.012900145614891778
leaf_weight=0.0017442392491200252 0.0019387047124851074 0.0010141616959347456 0.00115513215337343 0.001049681544191335 0.0010314642380688389 0.0011174606148456685 0.0013373826189069884
leaf_count=370 319 189 756 169 723 399 985
internal_value=0 0.00636733 -0.00235406 0.000415256 -0.00683816 0.0065627 -0.00168526
internal_weight=0 0.0027584 0.00762983 0.00647469 0.00297017 0.00350452 0.00238706
internal_count=3910 559 3351 2595 1042 1553 1154
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=8
num_cat=0
split_feature=1 4 0 0 2 2 16
split_gain=1.5172e-05 4.32229e-05 3.81875e-05 5.02921e-05 4.03851e-05 4.21474e-05 1.96223e-05
threshold=0.11235500000000002 0.24280000000000004 -0.23029999999999998 -0.089879999999999974 0.10113500000000002 0.086650000000000019 -0.15168999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.013990490186132146 -0.0051417572295169413 0.01849717565661526 -0.0070548633940171225 -0.0061275388930668549 -0.01265168788052083 0.020378871208375907 -0.025635330384907753
leaf_weight=0.0011716624892569973 0.0016698961803512681 0.001440942091530037 0.0010230515839350512 0.0010515543802233822 0.0013303627745795956 0.0013966307165784043 0.0012788896344217476
leaf_count=122 288 343 240 1012 476 840 589
internal_value=0 0.00580781 -0.00254037 -0.00572573 0.00137274 0.00899373 -0.0173776
internal_weight=0 0.00311084 0.00725215 0.00608049 0.00377855 0.00244819 0.00230194
internal_count=3910 631 3279 3157 2328 1852 829
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=9
num_cat=0
split_feature=48 2 4 16 13 150 47 52
split_gain=4.89947e-05 7.37079e-05 4.58676e-05 9.06422e-05 5.92287e-05 5.32799e-05 8.15527e-05 5.70857e-05
threshold=0.11930500000000001 0.11462500000000002 -0.0077799999999999996 -0.0099649999999999982 -0.028919999999999998 0.087235000000000021 0.09252500000000001 -0.021309999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
leaf_value=-0.00059108849818151419 -0.00040679991023277956 0.00043588477190780063 0.000784147809415859 -0.00026609270910530751 0.00031966970460039389 -0.000244731532335549 -0.00018697545329078217 0.00017398710032562683
leaf_weight=0.0013880988535690843 0.0010486580478950925 0.0015279057292147567 0.0010050271459884068 0.001325286259954235 0.0013293777423626254 0.0013061392772256335 0.0012690993301000134 0.001425926283473629
leaf_count=1308 161 487 247 441 392 171 170 533
internal_value=0 3.75398e-05 -2.97203e-05 -0.000185066 2.72399e-05 9.57292e-05 0.000215914 0.000426245
internal_weight=0 0.0105769 0.00904895 0.00404276 0.00265466 0.00500619 0.00370005 0.00243095
internal_count=3910 3749 3262 2141 833 1121 950 780
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=9
num_cat=0
split_feature=159 51 52 150 15 2 52 4
split_gain=3.63921e-05 3.98597e-05 5.8437e-05 5.09584e-05 5.86019e-05 9.47375e-05 7.02827e-05 5.49826e-05
threshold=-0.034019999999999988 0.090935000000000016 0.084890000000000007 0.10451000000000001 -0.14728999999999998 0.10679500000000001 -0.088354999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00035576708792659883 0.00056851005377710749 0.00039136473689366491 -0.00033233951569188358 -0.00034195590113845158 -0.00013629977055936048 -0.00049002627635331996 0.00064221874351062314 8.8677050578725458e-05
leaf_weight=0.0010001807058238913 0.0010020807803127699 0.0010855512103327509 0.0017154833180492235 0.0010052029688732318 0.0017172476064359447 0.001008662442762486 0.0013973686565190342 0.0013626551904192704
leaf_count=520 307 308 828 182 519 305 667 274
internal_value=0 3.60009e-05 -5.89051e-06 6.88461e-05 0.000132493 5.28481e-05 0.00017515 0.000368929
internal_weight=0 0.0102943 0.0092087 0.00749322 0.00648801 0.00548593 0.00447727 0.00276002
internal_count=3910 3390 3082 2254 2072 1765 1460 941
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=9
num_cat=0
split_feature=3 1 0 12 47 4 15 16
split_gain=1.55421e-05 2.90097e-05 4.46853e-05 3.09971e-05 5.47495e-05 3.90964e-05 5.52821e-05 2.87298e-05
threshold=-0.15464999999999998 0.087480000000000016 -0.089879999999999974 -1.0000000180025095e-35 0.09252500000000001 0.015635000000000003 -0.10192499999999999 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -4
right_child=1 3 7 4 -6 6 -8 -9
leaf_value=0.010950997580748165 -0.026360371885525674 0.015725929260200847 0.010887550268813984 -0.0089475575802383731 -0.018805561424838472 -0.0020289554345396974 0.030352955987741695 -0.011846423019545665
leaf_weight=0.0011463372176056001 0.0010182570712318584 0.0014053802681871317 0.0010562405585036099 0.0011884263812344735 0.0012801186668638252 0.0010833639028534209 0.0010269619945536363 0.0011734421841128842
leaf_count=259 586 434 1318 585 231 95 107 295
internal_value=0 -0.00139464 -0.00900351 0.00273506 -0.00125219 0.00555959 0.0137293 -0.00107693
internal_weight=0 0.00923219 0.00324794 0.00598425 0.00457887 0.00329875 0.00211033 0.00222968
internal_count=3910 3651 2199 1452 1018 787 202 1613
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=8
num_cat=0
split_feature=47 12 4 16 16 4 151
split_gain=1.60426e-05 3.17294e-05 5.27999e-05 6.0682e-05 6.56299e-05 4.38735e-05 6.90023e-05
threshold=0.10783500000000001 -0.0089849999999999982 -0.0037349999999999992 -0.008734999999999998 0.16388500000000003 0.41315500000000005 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.015325974524239587 0.0094263594791276044 -0.028081673968894716 0.035586296026191795 0.019682136852052386 -0.015197200859149768 -0.0067425123552363525 0.0033943355103907787
leaf_weight=0.0014258143981328289 0.0015296353080611102 0.0010707764057743493 0.0010611761949936315 0.0010079052603892589 0.001160733302210059 0.0013069073807392643 0.0017872593966881353
leaf_count=494 250 1423 166 458 355 139 625
internal_value=0 -0.00166716 0.000966453 -0.00860383 0.00101346 0.00842723 0.0153874
internal_weight=0 0.00882057 0.00739476 0.00323941 0.00216864 0.00415534 0.00284844
internal_count=3910 3660 3166 2236 813 930 791
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=11
num_cat=0
split_feature=41 160 159 150 0 48 133 42 15 12
split_gain=6.02807e-05 6.52534e-05 5.5481e-05 8.24848e-05 8.45363e-05 0.000100202 0.000107664 5.23324e-05 9.79096e-05 3.5977e-05
threshold=0.075585000000000013 0.091575000000000017 -1.0000000180025095e-35 0.090695000000000012 -0.18901999999999997 0.086065000000000016 0.08493500000000001 0.060615000000000009 -0.091274999999999981 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 -10
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00033066777673424082 -0.00045984986936807131 -0.00041763398580615024 -0.00030190010964140985 -0.00033891648813426395 0.00066511529328090052 0.0008456351744407435 -0.00036589497591633171 0.00064187105379229529 0.000197868940196106 -0.00031635222241120561
leaf_weight=0.0010939689759520187 0.0010268958834735173 0.0010962179164241267 0.0010637500444480507 0.0012104034091756826 0.0010714361537730822 0.0010618369554718319 0.0010852877269319078 0.0013694019624583536 0.001028338362653515 0.0010646920665540729
leaf_count=551 221 355 106 281 191 392 606 465 138 604
internal_value=0 3.66218e-05 8.61747e-05 0.000137097 0.000211491 0.000293234 0.000188848 0.000321638 0.00018306 -6.37074e-05
internal_weight=0 0.0111453 0.0100491 0.00895515 0.00774474 0.00668099 0.00561916 0.00453387 0.00316447 0.00209303
internal_count=3910 3689 3334 2783 2502 2396 2004 1398 933 742
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=10
num_cat=0
split_feature=12 13 16 49 457 2 3 12 1
split_gain=3.06284e-05 5.85639e-05 8.02362e-05 4.9052e-05 6.24792e-05 5.32581e-05 9.59599e-05 5.69531e-05 4.23998e-05
threshold=0.11655500000000001 0.11202500000000001 0.26364000000000004 -0.085174999999999987 0.041935000000000007 0.10679500000000001 0.0039000000000000003 0.084100000000000022 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7
right_child=-2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.00036113087235169742 -0.00032599281306103597 0.00039729013803058838 -0.00055604650854028197 0.00023069429856813867 0.00045819465368322613 -0.00053188186061747464 0.00065531321194129246 -0.00036796095530665639 1.3324367685661482e-05
leaf_weight=0.0010626062635195818 0.0010537239269043852 0.0014052214489000256 0.0010026471448822847 0.0012553984337301217 0.0014214605396155452 0.0010235563909400079 0.0010198297522213571 0.0011902387776515462 0.0011813625653495658
leaf_count=209 187 224 426 367 270 173 162 1661 231
internal_value=0 2.45796e-05 -3.26155e-05 3.1744e-05 9.06104e-05 -1.53612e-06 0.00015004 -6.06583e-05 -0.000239769
internal_weight=0 0.0105623 0.0091571 0.00815445 0.00709185 0.00567039 0.00346547 0.00244564 0.00220492
internal_count=3910 3723 3499 3073 2864 2594 2190 2028 404
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=8
num_cat=0
split_feature=150 150 1 12 15 0 3
split_gain=1.72661e-05 3.75618e-05 3.35139e-05 3.62282e-05 6.17276e-05 6.65545e-05 4.19028e-05
threshold=0.11398500000000002 0.082085000000000019 0.12864500000000004 0.098845000000000016 -0.0089749999999999986 -0.10209999999999998 -0.069909999999999986
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=-0.023924143894200136 -0.012427081190334248 0.016205990520549926 0.013667389436015441 -0.020528186701978087 -0.0022398705184903294 0.0083431794979503884 0.022088683015187356
leaf_weight=0.001681570488628558 0.0010143552118751361 0.0014332576076449789 0.0012463517376485305 0.0011285746000168351 0.0014745386969009409 0.0010312242448164274 0.0013617969097360408
leaf_count=295 161 352 280 491 1320 763 248
internal_value=0 0.00130863 -0.00138592 -0.00419553 -0.000873816 -0.0116583 0.00944089
internal_weight=0 0.00935731 0.00792406 0.0066777 0.00554913 0.00271279 0.00283634
internal_count=3910 3749 3397 3117 2626 1058 1568
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=7
num_cat=0
split_feature=4 42 43 16 16 15
split_gain=1.6303e-05 2.30728e-05 4.14287e-05 5.90431e-05 5.18572e-05 4.5109e-05
threshold=0.27608500000000008 0.086700000000000013 0.0050750000000000005 0.10994000000000002 -0.08755499999999998 -0.0089749999999999986
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=-0.010927042669077784 0.0080854437124032296 -0.011817801149180842 0.016219588598012029 -0.022769044715782127 -0.00015804996259975281 0.0281694007822159
leaf_weight=0.0016421762898566859 0.001996662565062232 0.0018524653663002733 0.0013786852543158966 0.0011952141655542326 0.0012697125863902615 0.0010087538624654782
leaf_count=462 441 1261 309 365 505 567
internal_value=0 -0.00197353 0.000834394 -0.0033118 0.00261977 0.0123835
internal_weight=0 0.00834701 0.00649454 0.00511586 0.00392064 0.00227847
internal_count=3910 3469 2208 1899 1534 1072
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=9
num_cat=0
split_feature=48 48 1 0 2 12 151 2
split_gain=6.37483e-05 8.01992e-05 6.98408e-05 0.000160881 7.274e-05 6.44797e-05 5.87852e-05 5.84368e-05
threshold=0.12474000000000002 0.097140000000000018 0.11198000000000001 -0.10303999999999998 0.10393500000000001 0.090840000000000018 -0.0074049999999999993 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00021115047017482779 -0.00047534735457075534 0.00055731912456194097 0.00079756687667846928 -0.00015606036326529078 -0.00044794498702216965 0.00035001362536224206 1.16584293504972e-05 -0.00058124623968242993
leaf_weight=0.0012758768517156646 0.0010091499186362521 0.0010414242076476734 0.0011829064361118698 0.0016003130628634062 0.0018806987168081589 0.0014700462103652591 0.0012011680544308811 0.0013658385731715942
leaf_count=358 139 234 139 361 515 781 483 900
internal_value=0 3.95444e-05 -1.4503e-05 0.000249244 -0.000116547 7.62931e-07 -0.000132838 -0.000303811
internal_weight=0 0.0110183 0.00997685 0.00278322 0.00719363 0.00531293 0.00384288 0.00256701
internal_count=3910 3771 3537 500 3037 2522 1741 1383
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=7
num_cat=0
split_feature=4 2 13 3 4 2
split_gain=1.50695e-05 3.89055e-05 7.8157e-05 5.93293e-05 4.79188e-05 3.0633e-05
threshold=0.17888000000000001 0.10946500000000002 -0.088444999999999982 -0.084129999999999996 -0.0010999999999999996 0.10869000000000002
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=-0.027729147798173176 0.016088106361523438 0.011102049800194323 -0.02105566747615284 0.018502676117572656 -0.0055984346252575959 -0.0038517689451707964
leaf_weight=0.0013213251570906451 0.001497049246860279 0.0016278202607627997 0.0010166953700854256 0.0016665917912947342 0.0016335696086594209 0.0015873942806704901
leaf_count=399 281 459 1027 1001 429 314
internal_value=0 -0.00251628 -0.00644808 6.57367e-05 0.0065727 0.00582614
internal_weight=0 0.007266 0.00563818 0.00431686 0.00330016 0.00308444
internal_count=3910 3315 2856 2457 1430 595
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=10
num_cat=0
split_feature=1 12 47 3 150 4 52 15 2
split_gain=4.56858e-05 3.9307e-05 3.58111e-05 6.80605e-05 7.14041e-05 8.58786e-05 4.92015e-05 1.39566e-05 5.11986e-06
threshold=0.13662500000000002 0.10852500000000001 0.086425000000000016 0.096385000000000012 0.085360000000000005 -0.0086749999999999969 -0.0066199999999999991 -0.07142999999999998 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 -4
right_child=-2 -3 8 7 -6 -7 -8 -9 -10
leaf_value=-0.00048577067004006364 0.00039290361728938422 -0.00037699381158753974 -0.00033372983773580076 0.00018832471215116803 -0.00051779217263359415 0.00042964597030143868 5.170884104797142e-05 0.00050464090836166507 -0.00013574901343118946
leaf_weight=0.0010506574180397788 0.0010021076460665088 0.0012149046184303505 0.0010064699835366942 0.0010212968306743397 0.0010471179095416514 0.0015110303044836943 0.0017379866854394601 0.0011292733931648116 0.001002312907208763
leaf_count=526 225 269 274 77 292 736 1214 159 138
internal_value=0 -4.48875e-05 -2.44365e-06 5.98507e-05 -5.86315e-05 5.31898e-05 -0.000150793 0.000354424 -0.000234944
internal_weight=0 0.0107211 0.00950615 0.00749736 0.00534679 0.00429967 0.00278864 0.00215057 0.00200878
internal_count=3910 3685 3416 3004 2768 2476 1740 236 412
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=10
num_cat=0
split_feature=484 484 51 133 52 150 2 52 1
split_gain=0.000181828 5.7678e-05 8.41783e-05 7.69341e-05 8.81169e-05 0.000130153 0.000160183 9.22627e-05 0.000133841
threshold=-1.0000000180025095e-35 0.087420000000000012 0.090935000000000016 -0.0023199999999999996 0.084890000000000007 0.090695000000000012 0.10679500000000001 -0.092854999999999979 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00078886678886614736 -0.00045522092676190311 -0.00037660910680556789 0.00060240693957045507 7.4860399480082096e-05 -0.00026397457191675039 -0.00035009118598171914 -0.00024498427518000857 0.0012382145490602405 0.00036380628428361509
leaf_weight=0.0010576119783949249 0.0010579900665032465 0.0010536489913433372 0.0011614606689450422 0.0010887398925842461 0.0018999515774583047 0.0012480088899820552 0.0012760893761567978 0.0012053157106574274 0.0015239018875750014
leaf_count=627 875 367 295 275 451 184 296 181 359
internal_value=0 6.06603e-05 0.000104701 4.25431e-05 0.000106439 0.000217407 0.000356441 0.000557457 0.000749975
internal_weight=0 0.0115151 0.0104615 0.0093 0.00824201 0.00634206 0.00509405 0.00381796 0.00272922
internal_count=3910 3283 2916 2621 1746 1295 1111 815 540
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=9
num_cat=0
split_feature=48 48 1 0 2 13 3 4
split_gain=4.33513e-05 7.93229e-05 3.67243e-05 0.00014053 7.00765e-05 5.96231e-05 7.88957e-05 2.01474e-05
threshold=0.11930500000000001 0.093225000000000016 0.11198000000000001 -0.10303999999999998 0.10393500000000001 -0.070604999999999987 -0.053439999999999994 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=0.00029208156055614824 -0.0003799399697563202 0.00051793240741243953 0.00070789064591362117 -0.00020996650971434846 -0.0004261806129104307 -0.00060120097735057924 0.00026411542982936068 -0.00012464047142578795
leaf_weight=0.0019012908332230738 0.0010781542319524022 0.0011545226082207557 0.0010937410802337381 0.0015504508061039298 0.0018676159070840463 0.0010019956610319751 0.001027120231660808 0.0010230369318493925
leaf_count=1150 161 279 133 351 510 1006 189 131
internal_value=0 3.27151e-05 -2.64692e-05 0.000169695 -0.000102513 1.95213e-05 -0.000150266 7.01246e-05
internal_weight=0 0.0106198 0.00946525 0.00264419 0.00682106 0.00495344 0.00305215 0.00205016
internal_count=3910 3749 3470 484 2986 2476 1326 320
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=8
num_cat=0
split_feature=3 1 16 15 16 0 4
split_gain=1.63625e-05 2.34361e-05 6.01128e-05 5.17801e-05 5.04152e-05 4.86158e-05 2.40921e-06
threshold=-0.15464999999999998 0.094485000000000013 -0.27337499999999998 -0.0039399999999999991 -0.055679999999999993 -0.014809999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -5 -6
right_child=1 2 4 5 6 -7 -8
leaf_value=0.011214567651772573 -0.021583893704129969 -0.012533337659167355 0.02562764023906124 0.014487605812695373 0.0041951920793115221 -0.012279724713943783 -0.0027357235339877748
leaf_weight=0.0011475689128023917 0.0015353511545872426 0.0016372518776743344 0.001367259931437213 0.0013870269059309277 0.0010022709187300083 0.0013283509190272983 0.0010038348531576438
leaf_count=259 1196 314 247 1293 332 127 142
internal_value=0 -0.0014445 0.00318881 -0.0069061 0.0108195 0.00139315 0.000727033
internal_weight=0 0.00926135 0.00501062 0.00425073 0.00337337 0.00271538 0.00200611
internal_count=3910 3651 1035 2616 721 1420 474
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=8
num_cat=0
split_feature=159 15 47 52 150 15 2
split_gain=1.56526e-05 3.19395e-05 2.6807e-05 5.10344e-05 4.30128e-05 0.000123922 5.11715e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.10783500000000001 -0.092854999999999979 1.0000000180025095e-35 -0.008624999999999999 0.10113500000000002
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=-0.011402587002357356 0.017882665816300835 -0.022429136052319082 0.012385708889015216 -0.03322352755953089 0.01378453783037871 0.015481056646381129 -0.012062983718243112
leaf_weight=0.0010862595803067263 0.0010306730934273754 0.0011567376319582727 0.0013018319886105032 0.0011280495948593917 0.0017300781874978457 0.0019079186819521295 0.0010433206219020454
leaf_count=633 281 655 190 472 410 1115 154
internal_value=0 0.00128323 -0.000786041 -0.00324759 0.000571763 -0.00503194 0.0057437
internal_weight=0 0.00929861 0.00826794 0.0069661 0.00580937 0.00407929 0.00295124
internal_count=3910 3277 2996 2806 2151 1741 1269
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=9
num_cat=0
split_feature=50 15 160 12 2 13 13 0
split_gain=4.3537e-05 4.5238e-05 4.63281e-05 5.42798e-05 4.85112e-05 0.000110242 5.14331e-05 5.78838e-05
threshold=0.086465000000000014 -0.26361999999999991 0.091575000000000017 -0.036459999999999992 0.094010000000000024 -1.0000000180025095e-35 0.043015000000000005 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00042516509641300532 -0.00039066673259871516 -0.00031258989872534355 -0.00040211066572439722 0.00048882952384756372 0.00026289272789517526 -0.0004616273175590891 0.00062663333472265923 -9.1944430673050051e-05
leaf_weight=0.0010321345852439138 0.0010111681100610651 0.0014023521886526629 0.001018987210155693 0.0010381699468292452 0.0017706917258238657 0.0014842410242498496 0.0010544841453739868 0.0018102429182947383
leaf_count=264 715 265 302 131 401 375 171 1286
internal_value=0 3.51397e-05 -6.8847e-06 4.01622e-05 0.000109273 -6.74866e-05 0.000256687 0.000119732
internal_weight=0 0.0106113 0.00957917 0.00856018 0.00715783 0.00325493 0.0039029 0.00284841
internal_count=3910 3195 2931 2629 2364 776 1588 1417
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=8
num_cat=0
split_feature=150 150 0 133 3 15 15
split_gain=1.84828e-05 3.40423e-05 3.23051e-05 4.07697e-05 4.63868e-05 3.99504e-05 5.41805e-05
threshold=0.11398500000000002 0.082085000000000019 -0.075584999999999986 1.0000000180025095e-35 -0.074234999999999982 -0.015439999999999997 -0.14487999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00021603089426668767 -0.01283391397209264 0.015503256359207435 0.023126427681508618 -0.01167016860222558 -0.0025869363416785884 0.0057763326759585672 -0.028733926314862525
leaf_weight=0.0012368735797457927 0.0010187233741660645 0.0014382183576555465 0.0015543271844413332 0.0010350624314396481 0.0012787851523959871 0.0014582799559896007 0.0013543221588020709
leaf_count=330 161 352 330 438 325 1319 655
internal_value=0 0.0013501 -0.00122078 0.00531479 0.0115202 -0.00746375 -0.014915
internal_weight=0 0.00935587 0.00791765 0.00386817 0.00283311 0.00404948 0.0025912
internal_count=3910 3749 3397 1093 655 2304 985
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=9
num_cat=0
split_feature=11 13 16 3 39 0 42 13
split_gain=1.72108e-05 3.56102e-05 3.50131e-05 3.38983e-05 4.86507e-05 5.2921e-05 4.60545e-05 2.1816e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.11265500000000002 0.005105000000000001 -0.053834999999999994 0.08401500000000002 -0.39373999999999992
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=0.0026703422265731943 -0.0118528565523112 -0.017867746266617572 -0.0029669304978060191 -0.015240673430091304 0.02361542384007756 -0.019360250763750281 0.023627592435497963 0.023178822053010771
leaf_weight=0.0010391983485587713 0.0011018720587190256 0.0011609537073772819 0.0018059221536693877 0.0010480154720262091 0.0010543407214804066 0.0010850902160285556 0.0010183444449948474 0.0010355741799708653
leaf_count=162 279 261 1122 86 261 269 1098 372
internal_value=0 0.00136864 -0.00196887 0.00110145 0.00455186 -0.000589518 0.00662224 0.0129067
internal_weight=0 0.00924744 0.00717267 0.00601171 0.0049637 0.00390936 0.00282427 0.00207477
internal_count=3910 3631 3097 2836 2750 2489 2220 534
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=8
num_cat=0
split_feature=2 13 42 49 3 13 2
split_gain=2.11016e-05 3.4979e-05 3.37848e-05 4.92169e-05 5.73769e-05 2.93433e-05 4.27608e-05
threshold=0.099015000000000006 -0.088444999999999982 -1.0000000180025095e-35 -0.029304999999999998 -0.075679999999999983 -0.089899999999999994 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 -7
right_child=5 2 3 4 -6 6 -8
leaf_value=-0.019592994599723412 0.016224262550084727 -0.016238590707978767 0.021133734800422854 -0.021062289009435506 0.0096679545695676321 0.014160303702444869 -0.010516731461725805
leaf_weight=0.0011543078700086114 0.0015549526442175683 0.0010207694232501042 0.0011809355079920388 0.0010742308106555997 0.0013986623124759004 0.0011610953071967108 0.0017766983717230431
leaf_count=459 254 805 206 916 378 406 486
internal_value=0 -0.00400387 -0.000154417 0.00433902 -0.00368134 0.00511588 -0.000763702
internal_weight=0 0.00582891 0.0046746 0.00365383 0.00247289 0.00449275 0.00293779
internal_count=3910 2764 2305 1500 1294 1146 892
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=8
num_cat=0
split_feature=4 1 12 0 52 48 16
split_gain=1.9868e-05 4.1019e-05 3.93871e-05 5.14722e-05 9.83391e-05 4.29907e-05 2.24865e-05
threshold=0.24280000000000004 0.11198000000000001 0.098845000000000016 -0.017269999999999997 -0.092854999999999979 0.088035000000000016 -0.0099649999999999982
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=-0.032720922622557012 -0.0069935244698989558 0.017660972282672074 -0.021053067674657207 0.015238098874376394 0.0019073213370394697 -0.013629643980611499 0.02076822296528405
leaf_weight=0.0010166533222346818 0.0011705094433565807 0.0015935431624062441 0.0010114379023783782 0.0016798464858771948 0.0016037997057873632 0.0011770206002108445 0.0010433302937380444
leaf_count=465 196 353 506 276 1383 297 434
internal_value=0 0.00722039 -0.00269213 0.000155895 -0.0050779 0.00227102 0.00934109
internal_weight=0 0.00276405 0.00753209 0.00652065 0.0048408 0.00382415 0.00264713
internal_count=3910 549 3361 2855 2579 2114 1817
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=9
num_cat=0
split_feature=2 40 52 150 4 52 3 52
split_gain=1.81976e-05 5.51327e-05 4.78401e-05 4.77819e-05 8.33765e-05 5.52299e-05 4.10998e-05 2.91243e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.06136500000000001 0.086420000000000011 -0.034289999999999994 -0.076599999999999988 0.11265500000000002 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 7 -6 -2 -3
right_child=2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.023893882635772301 0.012191195570669298 -0.022505567044107881 0.023990226495666896 -0.017836991103024009 0.034881308890832886 0.0058852629705988344 -0.015701558884112208 0.0012971888247119746
leaf_weight=0.0010577573070862309 0.0010171836916645345 0.0010040608892961799 0.0010291665677243521 0.0011165696754038574 0.0010099602650345367 0.0018790938804027404 0.0010990697412605734 0.0010532991917549307
leaf_count=266 386 784 213 238 322 764 168 769
internal_value=0 -0.00282739 0.00630552 0.000847903 0.0050657 0.0160217 -0.00229482 -0.0103194
internal_weight=0 0.00712074 0.00314542 0.00606298 0.00494641 0.00288905 0.00211625 0.00205736
internal_count=3910 3143 767 2877 2639 1086 554 1553
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=8
num_cat=0
split_feature=2 13 1 52 16 52 16
split_gain=1.61439e-05 2.8438e-05 5.85886e-05 2.839e-05 4.2928e-05 4.04021e-05 2.19223e-05
threshold=0.099015000000000006 0.076210000000000014 1.0000000180025095e-35 -0.048794999999999991 -0.50388999999999984 0.10433000000000002 -0.055679999999999993
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=-0.027912192253030883 0.017423041279471623 0.0088445117012593659 0.0072666625698433853 0.015469467187707975 -0.022483002207723007 0.0051435886152951501 -0.0090371844785662684
leaf_weight=0.001063804617185366 0.0012298525855080414 0.0014069677559537383 0.0016415666383134057 0.0011131202067223749 0.0010677834177146614 0.0010498013099932556 0.0016573802071865053
leaf_count=1412 481 230 580 183 248 234 542
internal_value=0 -0.00351811 -0.007505 0.00449269 -0.000429583 -0.00878701 -0.000924337
internal_weight=0 0.00576972 0.00436275 0.00446056 0.0032307 0.00211758 0.00329895
internal_count=3910 2764 2534 1146 665 482 1122
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=8
num_cat=0
split_feature=484 159 42 150 3 42 15
split_gain=0.000126799 7.25054e-05 6.54986e-05 5.26769e-05 5.04718e-05 8.30536e-05 5.00972e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -1.0000000180025095e-35 0.090695000000000012 -0.015794999999999997 0.091955000000000023 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=-0.00066908758186472249 -0.00041575221103008064 0.00044820573250431 0.00057039690530029711 -0.00026655227217108252 0.00019039729211370546 -9.52294286247716e-05 -0.00027918562240400766
leaf_weight=0.0010025621133237786 0.0012930423593976613 0.00157869309249599 0.0019122990667110567 0.001544702392788041 0.0019085334546416434 0.0011566037817492272 0.001610577835884512
leaf_count=627 841 522 716 266 244 520 174
internal_value=0 5.93038e-05 -5.83221e-06 5.93421e-05 0.000135755 0.000319537 -2.45149e-05
internal_weight=0 0.0110045 0.00942576 0.00813272 0.00658801 0.0030689 0.00351911
internal_count=3910 3283 2761 1920 1654 1236 418
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=10
num_cat=0
split_feature=159 51 15 4 2 0 4 43 43
split_gain=4.95571e-05 5.00148e-05 4.61058e-05 6.7616e-05 8.34215e-05 5.70299e-05 4.39637e-05 4.60565e-05 2.40307e-05
threshold=-0.034019999999999988 0.090935000000000016 -0.15202999999999997 -1.0000000180025095e-35 0.095040000000000013 -0.099024999999999988 -0.034289999999999994 0.0050750000000000005 -0.08799499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00041934437026795241 0.00031713182768206499 0.00042366757920946356 2.3480772055742189e-05 0.00024166657970783585 -0.00067322478385514479 -0.0003880230873315267 0.00043720584534835552 0.00028280182340727162 -0.00039528847905989135
leaf_weight=0.0010062098583137448 0.0013976434433403484 0.0011413744042567545 0.0010122124653119771 0.0012186363914667045 0.0012723345747369819 0.001012354594937238 0.001074641250189713 0.0012304066099451698 0.0010986802992290164
leaf_count=520 386 308 283 150 334 209 541 321 858
internal_value=0 3.62576e-05 -1.12023e-05 -6.91488e-05 -0.000272564 -4.40671e-05 9.22278e-05 -1.87253e-05 -0.000194481
internal_weight=0 0.0104583 0.00931691 0.00791927 0.00350333 0.00223099 0.00441594 0.0033413 0.00211089
internal_count=3910 3390 3082 2696 693 359 2003 1462 1141
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 52 16 2
split_gain=4.25577e-05 6.53275e-05 6.33772e-05 0.000103923 7.62976e-05 5.31757e-05 5.19025e-05 4.02974e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.12566000000000002 0.086645000000000014 0.092885000000000009 0.064860000000000015 0.082715000000000025
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=-0.00043585531059501642 -0.00038002249120459516 0.00037646064160966412 2.5364029750714872e-05 0.00061661588246859455 -0.00053412269811178663 -0.00034901720916449109 -0.00016747322815637548 0.00050289916984339012
leaf_weight=0.0012885695460990772 0.00103968707096382 0.0017938396039317321 0.0012005971729000383 0.0010192914372725978 0.0010743593615667284 0.0010767393262792278 0.0014025203792483324 0.0015650275384109366
leaf_count=264 161 388 488 97 224 668 523 1097
internal_value=0 3.60015e-05 -3.47904e-05 3.56324e-05 -5.808e-05 3.94323e-05 0.000139779 0.000295594
internal_weight=0 0.0104209 0.0086271 0.00733854 0.00631924 0.00524488 0.00416815 0.00276562
internal_count=3910 3749 3361 3097 3000 2776 2108 1585
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=7
num_cat=0
split_feature=3 39 3 0 16 15
split_gain=1.77168e-05 3.65546e-05 3.84716e-05 6.06924e-05 5.06442e-05 4.04998e-05
threshold=0.13772500000000001 0.005105000000000001 -0.10628499999999998 -0.10131499999999999 -0.071799999999999989 -1.0000000180025095e-35
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=0.017633579060165189 0.0099891851995178322 0.012489966462048412 -0.011284446483867214 -0.025331819166829792 0.016149676088499151 -0.0070473676405596155
leaf_weight=0.0012885159437764923 0.0015061691279211415 0.001495409141516294 0.0018889917863001435 0.0016833452840270789 0.0010452261644403483 0.0013736416075324854
leaf_count=180 239 424 266 2375 121 305
internal_value=0 -0.00175042 -0.0046757 -0.0101955 -0.00151187 0.0048985
internal_weight=0 0.00877513 0.00727972 0.00461756 0.00293422 0.00266216
internal_count=3910 3671 3247 2762 387 485
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=9
num_cat=0
split_feature=11 13 16 3 12 0 52 13
split_gain=2.10419e-05 3.39515e-05 3.57588e-05 3.36325e-05 9.70086e-05 7.53053e-05 6.61118e-05 1.8796e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.016619999999999996 0.085465000000000013 -0.10131499999999999 -0.066329999999999986 -0.39373999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -5 -1
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.0032653624998643591 -0.013121902628314195 -0.017814917747799971 0.033986355932848565 -0.011053613314480494 -0.0052284114216446104 -0.026201716867312864 0.02421588985511982 0.022368537211640591
leaf_weight=0.0010275962938750623 0.0010961926181364519 0.0011582203512110383 0.0010188570552130628 0.0011208246033775331 0.0016563804932761856 0.0011365987181971471 0.0010107463558381119 0.0010326447476158881
leaf_count=162 279 261 540 107 1804 272 113 372
internal_value=0 0.00153831 -0.00174051 0.00139198 0.00970643 -0.005414 0.00567045 0.0128404
internal_weight=0 0.00916187 0.00710163 0.00594341 0.00267524 0.00326817 0.00213157 0.00206024
internal_count=3910 3631 3097 2836 2344 492 220 534
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=9
num_cat=0
split_feature=11 13 16 0 52 48 1 13
split_gain=1.70836e-05 2.75725e-05 2.90695e-05 3.0282e-05 6.64707e-05 3.9219e-05 3.971e-05 1.53673e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.017269999999999997 -0.092854999999999979 0.086935000000000012 0.096035000000000023 -0.39373999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.002939140918662422 -0.011830156090037375 -0.016084639004698389 -0.024832462727765934 0.014859133867250178 0.021542805816249691 -0.01279390486767604 -0.0033714811865606497 0.020233267641015792
leaf_weight=0.0010274922433644972 0.0010943994492468257 0.0011547293365769436 0.0010352896776792842 0.0012826683681570533 0.0014354325643443477 0.0010099687902514164 0.0011540921111981321 0.0010277363554919872
leaf_count=162 279 261 516 242 1535 291 252 372
internal_value=0 0.00139167 -0.00157123 0.00126091 -0.00250238 0.00392022 0.0104391 0.0115872
internal_weight=0 0.00912741 0.00707218 0.00591745 0.00463478 0.00359949 0.00258952 0.00205523
internal_count=3910 3631 3097 2836 2594 2078 1787 534
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=9
num_cat=0
split_feature=15 3 4 15 12 1 3 0
split_gain=1.72419e-05 6.15134e-05 5.68873e-05 3.60111e-05 5.25309e-05 5.4887e-05 0.000101445 8.69335e-06
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.076594999999999983 0.092365000000000017 0.094385000000000011 0.10666500000000002 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 -1 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.012165495605652204 -0.0074998633234078099 0.013475170487616095 -0.027242720309421632 0.019059771573671322 -0.019392557859569309 0.038440732943837666 -0.0061000261104381427 0.0056329874945261465
leaf_weight=0.001079941755109877 0.0010039709133197947 0.0013706931767903463 0.0013826156847509775 0.0012076373876946161 0.0010932469741763377 0.0010015275481841429 0.0010447815179377776 0.0010122423717061121
leaf_count=521 1037 114 848 408 315 314 178 175
internal_value=0 -0.0044079 -0.0116199 0.00383345 -0.000524381 0.0060738 0.0156996 -0.000906499
internal_weight=0 0.00476952 0.00339883 0.00542714 0.0042195 0.00312625 0.00204631 0.00201621
internal_count=3910 2174 2060 1736 1328 1013 492 1212
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=9
num_cat=0
split_feature=4 15 42 133 15 4 4 16
split_gain=2.75334e-05 4.29095e-05 3.63087e-05 4.31276e-05 7.00041e-05 4.6788e-05 7.62734e-05 2.68822e-05
threshold=0.28937500000000005 -0.43091499999999999 0.086700000000000013 0.065880000000000008 0.035895000000000003 0.0057500000000000008 -0.14301 0.041215000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -4
right_child=1 -3 7 -5 -6 -7 -8 -9
leaf_value=0.00025084095372975772 -8.4676206429719212e-05 0.00046874428346257719 -0.00051227316088576298 0.00032842579294697601 -0.00050558704040453773 0.00028628292641291964 -0.00040319698268843673 -5.9267367408324481e-05
leaf_weight=0.0012220689837131723 0.0010708056538074532 0.0010838510502105526 0.001004154292959547 0.0013509625029021251 0.0011003581767960718 0.001849824430799547 0.001561426725771824 0.0010104112067378999
leaf_count=227 209 217 918 689 639 243 420 348
internal_value=0 0.000193709 -5.27921e-05 1.32568e-05 -6.10029e-05 4.45805e-05 -0.000116047 -0.000285067
internal_weight=0 0.00215466 0.00909921 0.00708464 0.00573368 0.00463332 0.0027835 0.00201457
internal_count=3910 426 3484 2218 1529 890 647 1266
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=8
num_cat=0
split_feature=4 1 42 43 42 49 2
split_gain=1.84186e-05 3.72071e-05 2.69904e-05 5.29115e-05 3.81835e-05 4.32429e-05 3.32899e-05
threshold=0.24280000000000004 0.11198000000000001 -1.0000000180025095e-35 -0.083899999999999988 0.08221500000000001 -0.045004999999999996 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.017215943325687693 -0.0065908742192652128 0.01693200535423298 0.017991852815474843 0.017685708731552143 -0.021396944354114017 0.0030651227727053949 -0.018279053137377259
leaf_weight=0.0010813839412598513 0.0011670415259817728 0.0015865887423938171 0.0012855516414621735 0.0010089602471638291 0.0010806361805637205 0.0016694040956273621 0.0012995625790427068
leaf_count=972 196 353 500 150 1274 263 202
internal_value=0 0.00696256 -0.0026131 -0.000123977 -0.00472782 -0.000199518 -0.00627755
internal_weight=0 0.00275363 0.0074255 0.00634411 0.00505856 0.00397793 0.00296897
internal_count=3910 549 3361 2389 1889 615 465
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=8
num_cat=0
split_feature=52 160 1 3 3 47 4
split_gain=1.53735e-05 4.70385e-05 4.41757e-05 3.46916e-05 4.01229e-05 2.86569e-05 1.90281e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.10386500000000001 -0.13309499999999996 -0.077689999999999995 0.081320000000000017 -0.0093449999999999974
decision_type=2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 -1
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.013986241079296365 -0.021251414644187762 -0.013154655575095403 0.01847980625007167 0.022089134387296372 0.0071955424303394083 -0.012641947185406966 0.0053339118341896299
leaf_weight=0.0010084374904091543 0.0011490905536241901 0.0013163938477893568 0.0014791615297526563 0.0010770097867890049 0.0019219280327575758 0.0011724412838876616 0.0010308928573627679
leaf_count=508 924 144 373 955 524 173 309
internal_value=0 -0.00285359 0.00532304 0.000998744 0.00546524 -0.000320785 -0.0042198
internal_weight=0 0.00663686 0.00351849 0.00548777 0.00417138 0.00309437 0.00203933
internal_count=3910 2720 1190 1796 1652 697 817
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=8
num_cat=0
split_feature=4 15 42 43 42 49 4
split_gain=1.63835e-05 3.43452e-05 2.25814e-05 4.38246e-05 3.29993e-05 3.28165e-05 3.02166e-05
threshold=0.24280000000000004 -0.15202999999999997 -1.0000000180025095e-35 -0.083899999999999988 0.08221500000000001 -0.045004999999999996 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.015818834352200942 0.016983892985551662 -0.0054767774784096604 0.016347439516839094 0.01547630729071265 -0.019946687629444019 0.002298937636838944 -0.018611368102397743
leaf_weight=0.0010812131210747719 0.0014710654156169501 0.0012673047003301816 0.0012794802067451006 0.0010018327595035393 0.0010717087168026218 0.0018620710530588671 0.0010989182651612011
leaf_count=972 333 216 500 150 1274 321 144
internal_value=0 0.0065892 -0.00246527 -0.000178607 -0.00437855 -0.000168293 -0.00546155
internal_weight=0 0.00273837 0.00739522 0.00631401 0.00503453 0.00396282 0.00296099
internal_count=3910 549 3361 2389 1889 615 465
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=8
num_cat=0
split_feature=159 51 52 15 2 16 43
split_gain=3.54326e-05 4.53905e-05 5.19873e-05 3.4452e-05 6.68114e-05 5.62576e-05 3.55451e-05
threshold=-0.034019999999999988 0.090935000000000016 0.084890000000000007 -0.15202999999999997 0.10679500000000001 -0.15168999999999996 -0.074254999999999988
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=-0.00035763599120131517 0.0003546122624962703 0.00040330900520425155 -0.00032334637021460367 0.00044975032982742319 -0.00039289624492583444 0.00018606268869337446 -0.00020530373912172806
leaf_weight=0.0010016189812880041 0.0012274817821260027 0.0011094394889561527 0.0017249985919626414 0.0013065670398473774 0.0013390138095972625 0.0016513990907777334 0.001940800942817577
leaf_count=520 278 308 828 155 361 688 772
internal_value=0 2.86708e-05 -1.65552e-05 5.43351e-05 -4.75401e-06 0.00010134 -2.53855e-05
internal_weight=0 0.0102997 0.00919026 0.00746526 0.00623778 0.00489877 0.0035922
internal_count=3910 3390 3082 2254 1976 1615 1460
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=8
num_cat=0
split_feature=376 1 42 3 457 2 16
split_gain=1.68072e-05 3.67938e-05 3.88787e-05 5.83286e-05 5.21253e-05 3.39428e-05 8.30625e-06
threshold=0.048375000000000008 0.12864500000000004 0.092145000000000019 -0.100615 0.041935000000000007 0.097940000000000013 -0.022939999999999999
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=0.019266492320612463 0.011766322675452738 0.014162908442294521 -0.021411776017893298 -0.023153584609681418 0.012400323838978615 -0.0036223254401782524 0.0065746311475852765
leaf_weight=0.0010143955975643274 0.0010805289262171497 0.0012967556102960352 0.0011043003288973806 0.0017382959583025523 0.0010286073765430285 0.0018228663907991992 0.0010487743055833613
leaf_count=196 206 276 699 1630 218 434 251
internal_value=0 -0.00142874 -0.00403515 -0.00115086 -0.00742864 -0.013156 0.0128148
internal_weight=0 0.009054 0.00775724 0.00665294 0.00458977 0.00356116 0.00206317
internal_count=3910 3704 3428 2729 2282 2064 447
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=9
num_cat=0
split_feature=41 13 4 1 52 1 16 3
split_gain=4.82586e-05 6.44464e-05 9.13864e-05 8.69746e-05 8.22758e-05 6.75687e-05 3.80939e-05 2.5725e-05
threshold=1.0000000180025095e-35 -0.0038299999999999996 0.0057500000000000008 0.11052000000000002 -0.013104999999999999 0.086560000000000012 -0.12467499999999999 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 -6 -5
right_child=-2 2 3 7 6 -7 -8 -9
leaf_value=0.00053055848091700076 -0.00041826378072079361 -8.0061611181337709e-05 0.00046543167710011446 5.897959549606366e-05 0.00023258610088957053 -0.00069912555603197967 -0.00025666097750698922 -0.0003682805946658661
leaf_weight=0.001845404580533725 0.0010011134399350351 0.0014750752435299232 0.0015353356115632064 0.0011389481655391252 0.0011960532375461966 0.0012542041696567286 0.0012527347992601929 0.0010333403038966238
leaf_count=807 224 479 202 112 403 366 1251 66
internal_value=0 3.18717e-05 -9.2239e-05 0.000108212 0.000217911 -0.000364544 -1.76997e-05 -0.000144265
internal_weight=0 0.0107311 0.0064369 0.00370762 0.00429419 0.00272928 0.00244879 0.00217229
internal_count=3910 3686 1225 380 2461 845 1654 178
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=7
num_cat=0
split_feature=51 16 2 0 12 13
split_gain=1.57494e-05 3.07286e-05 6.20048e-05 3.54567e-05 8.79562e-05 2.1085e-05
threshold=-0.09021499999999999 -0.055679999999999993 0.096540000000000015 -0.15713499999999997 0.084100000000000022 -1.0000000180025095e-35
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=0.0095527898049083855 -0.0075592394633729482 -0.023749995539278382 0.01268590183362019 0.028311477178504386 -0.0051279400037455534 -0.0074982143517151037
leaf_weight=0.0014680446619791546 0.0018623481791114676 0.0015562388572857725 0.0010427859692107798 0.0014219266912244369 0.0017604464028462177 0.0010275320277600007
leaf_count=515 234 939 232 431 1376 183
internal_value=0 -0.00164742 -0.00866845 0.00339988 0.00981324 0.0026682
internal_weight=0 0.00867128 0.00362656 0.00504472 0.00318237 0.00207032
internal_count=3910 3395 1354 2041 1807 415
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=9
num_cat=0
split_feature=52 15 147 151 16 4 2 4
split_gain=1.43201e-05 5.27924e-05 3.17556e-05 7.1669e-05 5.63581e-05 5.89914e-05 4.05341e-05 3.39701e-05
threshold=-0.081429999999999989 -0.053579999999999996 1.0000000180025095e-35 -0.0088999999999999982 -0.15168999999999996 0.25367000000000006 0.11085000000000002 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -6
right_child=2 -3 -4 4 6 -7 -8 -9
leaf_value=0.02162109301364306 -0.02895389257620043 -0.0071225567003737351 0.014063457421299982 -0.0035850957029557803 -0.029329492497399742 0.029327560876015575 0.0072931566582860449 -0.004507161820031704
leaf_weight=0.0012093718780947953 0.0010335077596948421 0.0013547999930060286 0.0010342228389582488 0.0011336128745946606 0.0010476574862723247 0.0010480685875334014 0.001090290268619809 0.0011637590348298821
leaf_count=464 314 507 165 185 446 288 215 1326
internal_value=0 0.00643416 -0.00221517 -0.00479856 -0.000245773 0.012226 -0.00848678 -0.0162667
internal_weight=0 0.00256417 0.00755112 0.0065169 0.00548339 0.00218168 0.00330171 0.00221142
internal_count=3910 971 2939 2774 2460 473 1987 1772
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=9
num_cat=0
split_feature=14 49 2 3 151 43 1 16
split_gain=1.50431e-05 5.26121e-05 6.58456e-05 5.68088e-05 4.56675e-05 3.52049e-05 3.33351e-05 7.39405e-06
threshold=-1.0000000180025095e-35 0.079765000000000016 0.114165 -0.078669999999999976 -0.0088999999999999982 -0.083899999999999988 0.079945000000000016 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -8
right_child=1 -3 -4 4 6 -7 7 -9
leaf_value=-0.011591047665579796 -0.0049632406675688958 0.022262316401028919 0.022318281036390102 -0.015953922056648012 0.020820707541648803 -0.028410394742406937 0.0063633528003850769 -0.0054339892371032209
leaf_weight=0.0010110262098274687 0.001268208775819654 0.001054913008022385 0.0010142737791170959 0.0010832126125069046 0.001223284589878121 0.0012934740762706219 0.0010027396135613216 0.0011299198070219656
leaf_count=196 585 701 322 184 256 1123 260 283
internal_value=0 0.00126881 -0.00149427 -0.0049442 0.00189878 -0.0168024 0.00766117 0.000112917
internal_weight=0 0.00907003 0.00801511 0.00700084 0.00443916 0.00256168 0.00335594 0.00213266
internal_count=3910 3714 3013 2691 983 1708 799 543
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=9
num_cat=0
split_feature=11 43 15 4 52 16 2 2
split_gain=2.61629e-05 4.87429e-05 5.3927e-05 9.10557e-05 3.70533e-05 8.07938e-05 5.174e-05 3.45123e-05
threshold=0.079700000000000007 -0.049504999999999987 -0.053579999999999996 -0.068329999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -8
right_child=-2 4 3 -5 5 -7 7 -9
leaf_value=0.00049923437120159982 -0.00030144778205005518 -0.00033745536250456257 0.0004055493523053778 -0.00040856424489613027 -0.00045688284894420517 0.00043826910596064176 0.00028310548898468122 -0.00020470267602949678
leaf_weight=0.0014850077370204906 0.0010033966146243646 0.0015408086900967127 0.0010919512049118929 0.0010230832301845972 0.0012694202925062894 0.0012594126185076337 0.0011142626133145805 0.0011162061931630665
leaf_count=813 254 333 401 529 821 209 324 226
internal_value=0 3.08285e-05 0.000212834 1.17468e-05 -7.31742e-05 1.2386e-05 -0.000140865 3.89889e-05
internal_weight=0 0.00990015 0.00360004 0.00211503 0.00630011 0.0047593 0.00349989 0.00223047
internal_count=3910 3656 1743 930 1913 1580 1371 550
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=6.44488e-05 7.27998e-05 4.97016e-05 5.7359e-05 0.000132134 7.80481e-05 6.27029e-05 3.035e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 -0.075954999999999981 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00021276785485481185 -0.00047605792928207978 0.00052608529985048746 -0.00041132145094241457 0.00077935648950573113 -0.00018162048630074171 -0.00042947262982402217 9.0304021515859225e-05 0.00053606509907824882
leaf_weight=0.0016668503852529377 0.001017900304809167 0.0010663283819531801 0.0010752983345517506 0.0011186863364647036 0.0010823397337888772 0.001622913354943102 0.0013618050692204456 0.0010324504225659795
leaf_count=1676 161 279 398 320 101 455 251 269
internal_value=0 4.17641e-05 -1.58727e-05 3.80554e-05 0.000306803 -6.60117e-05 7.92358e-05 0.000282525
internal_weight=0 0.0100267 0.00896034 0.00788505 0.00220103 0.00568402 0.00406111 0.00239426
internal_count=3910 3749 3470 3072 421 2651 2196 520
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=9
num_cat=0
split_feature=11 43 15 4 2 150 43 1
split_gain=3.0005e-05 4.0723e-05 5.37642e-05 8.71624e-05 3.62403e-05 5.67782e-05 7.69486e-05 3.21849e-05
threshold=0.079700000000000007 -0.049504999999999987 -0.053579999999999996 -0.068329999999999988 0.089785000000000018 0.083205000000000015 0.0050750000000000005 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -6
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.00048026207406109413 -0.00032673064537448108 -0.00028749897751489424 0.0003802240525891356 -0.00041237862570407647 -0.00056721871886893267 0.00043671346416852071 0.00030848308775424167 -8.1933347532131033e-05
leaf_weight=0.0014810085244678288 0.0010139966691792767 0.0019802637869545565 0.0010948942515795286 0.0010402276757182124 0.001020446840473959 0.0010215590315856404 0.0011785511366741901 0.0010831527876266319
leaf_count=813 254 1031 401 529 290 141 315 136
internal_value=0 2.74153e-05 0.000193193 -5.93059e-06 -6.79817e-05 3.30247e-05 -9.26221e-05 -0.000317343
internal_weight=0 0.0099001 0.00361613 0.00213512 0.00628397 0.00430371 0.00328215 0.0021036
internal_count=3910 3656 1743 930 1913 882 741 426
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 12 0
split_gain=3.8814e-05 6.58429e-05 5.5323e-05 6.34719e-05 0.00013055 7.89595e-05 6.96466e-05 7.37112e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.090840000000000018 -0.11524
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=0.00031926017405738534 -0.00037137745755132158 0.00048456322952224927 -0.00043298800119508633 0.00078447357920095591 -0.00016674251588324497 -0.00043279949367636334 0.00046104555345792347 -0.00032736633960860127
leaf_weight=0.0010629246844000972 0.001002270362828018 0.0011070476726790695 0.0011056319900597791 0.0011287706996644022 0.0010907757710486984 0.0016700703402781503 0.0012410836318766231 0.0018705076408402619
leaf_count=176 161 279 398 320 101 455 677 1343
internal_value=0 3.28623e-05 -2.16706e-05 3.4723e-05 0.000317007 -7.24775e-05 7.1674e-05 -9.30622e-05
internal_weight=0 0.0102768 0.00916976 0.00806413 0.00221955 0.00584459 0.00417452 0.00293343
internal_count=3910 3749 3470 3072 421 2651 2196 1519
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=8
num_cat=0
split_feature=157 160 42 160 13 16 16
split_gain=1.40911e-05 5.0042e-05 4.64622e-05 3.57623e-05 4.46558e-05 4.87511e-05 8.45491e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 -0.074204999999999979 -0.50909499999999996
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=0.010743785308202905 -0.019486960554068664 -0.017577588273524933 -0.0083726193195877499 -0.010830832234640075 0.0032498275507202531 0.001119558037399216 0.04118524871584002
leaf_weight=0.0010838820570334287 0.0012987016375228429 0.001073776794233261 0.0012458861492130897 0.0011953838261717087 0.0011427145540333747 0.0018695353452641309 0.0012092267448641923
leaf_count=517 856 878 140 301 141 573 504
internal_value=0 -0.00132277 0.00172639 0.00483744 0.00826315 0.0131729 0.0227539
internal_weight=0 0.00903523 0.00773652 0.00666275 0.00546736 0.00422148 0.00235194
internal_count=3910 3393 2537 1659 1358 1218 645
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=8
num_cat=0
split_feature=376 43 3 16 457 1 16
split_gain=1.55229e-05 3.80023e-05 7.6931e-05 4.43153e-05 5.84998e-05 3.38372e-05 4.28589e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.078669999999999976 0.081265000000000018 0.041935000000000007 0.095575000000000007 -0.27337499999999998
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=-0.0047073727302595417 0.011338234784522167 -0.019479666295222183 0.028639182825364658 -0.02504966783876561 0.018159219414382182 -0.014007802636782958 0.012536478139086394
leaf_weight=0.0018208826647974474 0.0010743324157315845 0.0015221867869150999 0.0011157503017866421 0.0010072994125743728 0.0011137813808515876 0.0011928102819385895 0.0012412505426520068
leaf_count=1060 206 1336 357 361 153 167 270
internal_value=0 -0.0013783 0.00796239 -0.00589182 -0.0020856 -0.00778501 -0.000471533
internal_weight=0 0.00901396 0.00293663 0.00607733 0.00507003 0.00395625 0.00243406
internal_count=3910 3704 1417 2287 1926 1773 437
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=9
num_cat=0
split_feature=159 51 484 4 151 0 12 4
split_gain=3.24989e-05 3.7492e-05 6.00842e-05 3.74265e-05 4.68448e-05 8.00899e-05 4.86004e-05 8.12667e-05
threshold=-0.034019999999999988 0.090935000000000016 0.073820000000000011 0.28937500000000005 -0.075719999999999996 -0.11756999999999999 0.091405000000000014 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00033913070052183627 0.00025095061574466495 0.00037756379470232346 0.00039688810366735766 0.00020831137835288795 -0.00063752592195534736 8.8855350530201384e-05 0.00014648764055268936 -0.00067101599248420285
leaf_weight=0.00100247002972977 0.0010086890493165137 0.0010729845640075246 0.0012106086295421729 0.0014855778215861664 0.0012816569100710757 0.0011173263678839569 0.0019684414958794985 0.0010492836085308505
leaf_count=520 318 308 404 315 210 712 759 364
internal_value=0 3.08642e-05 -9.91853e-06 -7.21717e-05 -0.000137021 -0.000209268 -7.65295e-05 -0.000279148
internal_weight=0 0.0101946 0.00912158 0.00791098 0.0064254 0.00541671 0.00413505 0.00216661
internal_count=3910 3390 3082 2678 2363 2045 1835 1076
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=8
num_cat=0
split_feature=47 43 52 150 3 16 13
split_gain=1.51635e-05 3.77873e-05 4.90112e-05 3.76475e-05 3.70709e-05 5.01211e-05 4.96357e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.087235000000000021 0.096385000000000012 -0.071319999999999981 -0.014114999999999997
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=0.018872509466252005 -0.01140053611387005 0.028971903495345532 -0.015512665826230976 -0.010344893653250958 -0.0073012249481974574 -0.01241280804247241 0.018143979159113179
leaf_weight=0.0010775617388689091 0.0010494752680019316 0.0012523383343519597 0.0018161042201285879 0.0015396588169679917 0.0012100222231857397 0.0010037274849031843 0.0011301295439740647
leaf_count=248 179 706 1103 339 191 703 441
internal_value=0 0.00129907 -0.00108228 0.00318884 0.00772243 0.013091 0.00377062
internal_weight=0 0.00902954 0.00795198 0.00613588 0.00459622 0.0033862 0.00213386
internal_count=3910 3731 3483 2380 2041 1850 1144
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=9
num_cat=0
split_feature=50 160 42 2 52 2 0 15
split_gain=3.98824e-05 5.07247e-05 6.07386e-05 6.02807e-05 6.47441e-05 6.52267e-05 0.000140042 0.000112025
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.11934000000000002 -0.092854999999999979 0.11005500000000001 0.012625000000000003 -0.095799999999999982
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=0.00031169641965378674 -0.00037410483163798222 -0.00046468161347738135 -0.00034368442328996344 -0.00041818355999811654 -0.0002115822046430543 0.0006151270333092882 -0.00051567850203058105 0.00058080644823788497
leaf_weight=0.0019669834021591075 0.001042097810084801 0.0011132562490014349 0.001056212635281488 0.0010064130288121968 0.0010679008246597243 0.0010903909112661009 0.0011198929663456146 0.001917904471656828
leaf_count=802 731 759 410 233 170 102 81 622
internal_value=0 2.83519e-05 -3.82195e-05 2.71863e-05 9.8876e-05 0.000188836 7.56212e-05 0.000297401
internal_weight=0 0.010339 0.00837197 0.00725871 0.0062523 0.00519609 0.0041057 0.00298581
internal_count=3910 3179 2377 1618 1385 975 873 792
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=7
num_cat=0
split_feature=13 39 48 0 3 15
split_gain=1.45894e-05 3.36785e-05 6.30924e-05 4.02574e-05 0.000104833 6.21933e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 -0.15291499999999997 -0.074234999999999982 -0.021529999999999997
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=0.0099032651406545987 0.013359995509174992 0.012401276498837826 -0.027583969070033028 0.017978525331074986 -0.028564988297182476 -0.0090690532464200307
leaf_weight=0.0012901973193117132 0.0015647111497676253 0.0014569799621476287 0.0010002191823027373 0.0016763461279141409 0.0013625755199308393 0.0017248805342896434
leaf_count=210 223 419 126 798 596 1538
internal_value=0 -0.00148466 -0.00424524 -0.000556564 -0.00512758 0.00426176
internal_weight=0 0.00878571 0.00732873 0.00632851 0.0047638 0.00340123
internal_count=3910 3700 3281 3155 2932 2336
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=9
num_cat=0
split_feature=50 15 12 2 3 47 2 4
split_gain=4.73294e-05 6.43865e-05 5.79683e-05 4.85805e-05 0.000103695 5.44278e-05 6.4721e-05 5.74613e-05
threshold=0.086465000000000014 -0.26361999999999991 -0.036459999999999992 0.113945 0.10666500000000002 0.085165000000000018 0.097575000000000009 0.0014600000000000001
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=0.00050150367835638196 -0.00041245558613697641 -0.00037626033286926438 -0.00017130071607787006 -0.00030864178147342283 0.00061657884660805645 0.00033234682909329724 -0.00052186201738958413 0.00040578591543449425
leaf_weight=0.0010214283715826939 0.0010006246432627463 0.0014574212355568132 0.001855688977770788 0.0012298901061262935 0.0012821713720581858 0.0013762792682606613 0.0011111877465748896 0.0010324387921282587
leaf_count=264 715 293 1354 313 93 296 347 235
internal_value=0 3.40933e-05 -1.69952e-05 4.9387e-05 0.000115526 -3.984e-06 -0.000119725 3.49944e-05
internal_weight=0 0.0103665 0.00934508 0.00788766 0.00665777 0.00537559 0.00399932 0.00288813
internal_count=3910 3195 2931 2638 2325 2232 1936 1589
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=7
num_cat=0
split_feature=49 42 1 4 160 0
split_gain=1.40882e-05 4.77758e-05 4.46622e-05 5.84103e-05 4.3295e-05 3.19503e-05
threshold=-0.006494999999999999 0.091955000000000023 0.11198000000000001 -0.0010999999999999996 0.069910000000000014 -0.032484999999999993
decision_type=2 2 2 2 2 2
left_child=4 2 3 5 -1 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.015726610174863064 0.020932761614872092 -0.016805254677509495 0.019487930664592857 -0.015436955051571411 0.0085285052440987955 -0.00084817735325489613
leaf_weight=0.0017842745402026337 0.0012460075336850553 0.0010911606672078956 0.0017298906637469328 0.0014992014480639184 0.0012525217579442637 0.001465693351777023
leaf_count=533 1366 751 303 501 223 233
internal_value=0 0.00242761 0.00596016 0.000402789 -0.00572263 0.00916001
internal_weight=0 0.00703195 0.00594079 0.0042109 0.0030368 0.0027117
internal_count=3910 3154 2403 2100 756 1599
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=8
num_cat=0
split_feature=12 13 2 2 1 15 15
split_gain=2.91108e-05 5.40814e-05 3.92255e-05 0.000144709 8.29081e-05 7.37916e-05 5.50688e-05
threshold=0.11655500000000001 0.11202500000000001 0.097940000000000013 0.10679500000000001 1.0000000180025095e-35 -0.074174999999999977 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -6
right_child=-2 -3 3 5 6 -7 -8
leaf_value=-0.00063732968533237869 -0.00031483723655004718 0.00039555752998366269 0.00072401733271617327 0.00016478119931098907 -0.00024573576830790581 -0.00045530687575695214 0.00023987907027286839
leaf_weight=0.0010405380150555529 0.0010379463392415867 0.0013479751774095614 0.0010934999575499494 0.0016679184416369855 0.0018401390739235276 0.0013231612808172748 0.0017531811613897374
leaf_count=1395 187 224 288 351 410 346 709
internal_value=0 3.00514e-05 -2.64603e-05 0.000113625 -0.00014994 -0.000109527 -8.80426e-06
internal_weight=0 0.0100664 0.00871844 0.00408458 0.00463386 0.00299108 0.00359332
internal_count=3910 3723 3499 985 2514 697 1119
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=7
num_cat=0
split_feature=4 0 42 49 3 4
split_gain=1.37477e-05 2.9689e-05 4.73347e-05 5.0065e-05 4.70602e-05 2.39102e-05
threshold=0.28937500000000005 -0.06402999999999999 0.084100000000000022 -0.006494999999999999 -0.074234999999999982 0.0045450000000000013
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=-0.016248591250575303 0.0075871619722032019 0.017572692377179174 -0.024821267439423235 -0.0026368580471057162 -0.0063781780020327125 0.01761216599256971
leaf_weight=0.0014120503102832268 0.0019184884437430218 0.0016313187798608941 0.0011196267881332734 0.0011525357427361728 0.0016502821749916901 0.0011803697763203235
leaf_count=293 426 277 1361 931 358 264
internal_value=0 -0.00182217 -0.00678056 -0.00138694 0.00552805 0.00760845
internal_weight=0 0.00814618 0.00486458 0.00374496 0.0032816 0.00233291
internal_count=3910 3484 2849 1488 635 1195
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=9
num_cat=0
split_feature=11 13 1 43 0 1 13 0
split_gain=1.39714e-05 2.66449e-05 2.75096e-05 2.23824e-05 3.35218e-05 3.2991e-05 1.5436e-05 1.51461e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.062599999999999989 -0.23029999999999998 1.0000000180025095e-35 -0.39373999999999992 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=0.0026734956054845944 -0.010837752993622092 -0.0037964788969685999 -0.016116080368848755 0.008316026680335032 -0.020617167034517398 0.01922419665052753 0.020147150401748498 -0.0034383835505046889
leaf_weight=0.0010165466956928914 0.0010681460821149501 0.001191402818339166 0.0011091378843373521 0.0012958111168431263 0.0010504754142674285 0.0013037702290402224 0.0010057217885101975 0.0010035392518495385
leaf_count=162 279 947 178 140 156 523 372 1153
internal_value=0 0.00126037 -0.00167764 0.00106218 -0.00427854 0.00823221 0.0113636 -0.0122241
internal_weight=0 0.00897641 0.00695414 0.005845 0.00334983 0.00249517 0.00202227 0.00205401
internal_count=3910 3631 3097 2919 1449 1470 534 1309
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=8
num_cat=0
split_feature=147 2 2 40 4 3 13
split_gain=1.44136e-05 2.89874e-05 5.17757e-05 5.22085e-05 5.25016e-05 7.71666e-05 6.99457e-05
threshold=0.085900000000000018 0.12663500000000003 0.10946500000000002 -1.0000000180025095e-35 0.0057500000000000008 -0.0038649999999999999 -0.070604999999999987
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=-0.024145320593996236 0.011304440234090295 -0.016706562738777599 0.017182271298952816 0.010050971130981247 -0.0058130622775158297 0.031177911318389446 -0.020269554777463544
leaf_weight=0.0010019960765868356 0.0010100938722252028 0.0010746279308728604 0.0015511328956750699 0.0013021516204212147 0.0011490436073051779 0.0011075074591129833 0.0018301765366599179
leaf_count=257 209 329 362 1067 376 116 1194
internal_value=0 -0.00129245 0.000793225 -0.00318457 0.000712826 0.012342 -0.0076649
internal_weight=0 0.00901664 0.00794201 0.00639088 0.00538888 0.00225655 0.00313233
internal_count=3910 3701 3372 3010 2753 492 2261
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=8
num_cat=0
split_feature=12 13 43 0 3 2 15
split_gain=4.40898e-05 6.48438e-05 3.76077e-05 7.20243e-05 6.80381e-05 5.88673e-05 9.45688e-05
threshold=0.11655500000000001 0.11202500000000001 -0.049504999999999987 -0.074014999999999984 -0.075954999999999981 0.089910000000000004 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00010930821604975201 -0.00038972918906129468 0.00043678374355090427 -0.00029218280888413696 -0.00046996569436086886 0.00052125180537667586 -0.00018087735961940863 0.00052044687706535419
leaf_weight=0.0014931502736321841 0.0010315510746870529 0.0013445333483734457 0.0015629128574226022 0.0015862453456627007 0.001176103937493898 0.0014435717475061415 0.0015150060889558012
leaf_count=1102 187 224 900 534 438 223 302
internal_value=0 3.57986e-05 -2.56277e-05 -0.000110477 0.000168524 1.56396e-05 0.000178251
internal_weight=0 0.0101215 0.00877699 0.00610774 0.00266925 0.00452149 0.00295858
internal_count=3910 3723 3499 1959 1540 1425 525
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=8
num_cat=0
split_feature=376 1 484 150 3 15 43
split_gain=1.54833e-05 3.33547e-05 3.79288e-05 5.1703e-05 3.62856e-05 5.50924e-05 3.32322e-05
threshold=0.048375000000000008 0.12864500000000004 0.084225000000000008 0.082085000000000019 -0.075404999999999986 -0.015439999999999997 -0.079109999999999986
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=-0.015822370828452122 0.011337195027914602 0.013575378671444975 0.014275731223533062 0.0080580622272733906 -0.034419446730819675 -0.004133968585208112 0.0074055224755333578
leaf_weight=0.0011501690482000884 0.0010712878719660391 0.0012774795919010731 0.0010006845375678808 0.0017674156736223901 0.0013163156752645665 0.0011047732716724715 0.0013260916262609859
leaf_count=763 206 276 391 306 401 355 1212
internal_value=0 -0.00138458 -0.00387772 -0.00660338 -0.0118946 -0.0205998 -0.00338333
internal_weight=0 0.00894293 0.00766545 0.00666477 0.00489735 0.00242109 0.00247626
internal_count=3910 3704 3428 3037 2731 756 1975
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=8
num_cat=0
split_feature=123 2 47 484 52 13 3
split_gain=1.38099e-05 3.46352e-05 5.3727e-05 3.95115e-05 4.24385e-05 3.23189e-05 3.60122e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10589000000000001 0.073820000000000011 -1.0000000180025095e-35 -0.10241499999999999 -0.069909999999999986
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=-0.017477927308129654 0.010761739237748483 -0.018042268342398814 0.021703796583838125 0.01594912435788921 0.015534651880971166 -0.014669455120473004 0.0086064447367710951
leaf_weight=0.0019536574667437237 0.0010610657821545173 0.0010860407958894992 0.0010817932144221703 0.001009411956642863 0.0010549160010274675 0.0016103817987117408 0.0011319534745422345
leaf_count=901 334 275 200 412 140 1353 295
internal_value=0 -0.00130552 0.00101233 -0.00229874 -0.00550165 0.000660063 -0.00506186
internal_weight=0 0.00892815 0.00784211 0.00676032 0.00575091 0.00379725 0.00274234
internal_count=3910 3576 3301 3101 2689 1788 1648
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=9
num_cat=0
split_feature=50 160 12 156 16 2 15 15
split_gain=4.98506e-05 4.87294e-05 4.86529e-05 5.96409e-05 6.00332e-05 6.91301e-05 5.81877e-05 3.43135e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 0.082605000000000026 -0.014099999999999998 0.096970000000000015 -0.097794999999999979 -0.0078499999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6
right_child=-2 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00025342673774758449 -0.00041770383380396376 -0.00036901068502723781 -3.5285566888316534e-05 -0.00028600708907940364 0.00070420136006614086 -0.00024144004411090063 0.00058533649678967666 0.00025799941640327272
leaf_weight=0.0014058013277055631 0.0010128371857685307 0.001018740981774467 0.0011517656897320739 0.0010786066948265715 0.0010837927451506938 0.0017136724762445536 0.001171658410805397 0.0017050762060438719
leaf_count=414 715 318 151 450 319 369 825 349
internal_value=0 3.81309e-05 8.26803e-05 0.000142456 0.00021016 5.73245e-05 0.000277682 0.0004314
internal_weight=0 0.0103291 0.00931037 0.00790457 0.00682597 0.0040371 0.00232342 0.00278887
internal_count=3910 3195 2877 2463 2013 1345 976 668
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=8
num_cat=0
split_feature=47 43 52 2 2 52 4
split_gain=1.49679e-05 4.02601e-05 4.83555e-05 3.60381e-05 6.9233e-05 4.09838e-05 0.000106992
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.099015000000000006 0.11230000000000001 -0.087604999999999988 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.019521828582616564 -0.011438069091777213 -0.020250006445383873 -0.01518158261387887 0.032744227681615057 -0.0015414123718284975 0.029052613758739566 -0.012761103115541373
leaf_weight=0.0010668542884973787 0.0010303332313288368 0.0010097479743278637 0.0018783440707697769 0.0010023520755529671 0.0014280750269069678 0.001002252028114976 0.0015713932108253172
leaf_count=248 179 438 1139 320 417 793 376
internal_value=0 0.00128905 -0.00117564 0.00319895 0.0125986 -0.00317634 0.00352237
internal_weight=0 0.00895902 0.00789216 0.00601382 0.00243043 0.00358339 0.00257365
internal_count=3910 3731 3483 2344 737 1607 1169
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=8
num_cat=0
split_feature=1 0 15 151 15 16 2
split_gain=1.52185e-05 4.13049e-05 2.40557e-05 4.73663e-05 5.74461e-05 8.91897e-05 0.000126403
threshold=0.076710000000000014 0.047345000000000005 1.0000000180025095e-35 -0.044604999999999992 -0.038029999999999987 -0.055679999999999993 0.089910000000000004
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=-0.017948637980289332 -0.010945036437660418 0.0057347494355036123 -0.011158399947195193 -0.0096068446112510374 0.029974854438283766 -0.021040077569738875 0.036414671740560164
leaf_weight=0.0014658036560451435 0.0014138286390152346 0.0014798647527063565 0.0010870551174515485 0.0011524963398594024 0.0010940254100599255 0.0010245980984906391 0.0012377804227209084
leaf_count=1913 318 95 571 229 306 259 219
internal_value=0 -0.00605042 0.00251548 0.00502517 0.0100329 0.00364403 0.0142249
internal_weight=0 0.00294567 0.00700978 0.00592273 0.0045089 0.00341487 0.00239028
internal_count=3910 2008 1902 1331 1013 707 448
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=10
num_cat=0
split_feature=50 15 2 159 51 3 40 16 12
split_gain=3.57352e-05 7.09808e-05 3.7698e-05 6.44303e-05 4.22812e-05 4.86135e-05 4.93609e-05 6.69447e-05 6.69853e-06
threshold=0.084340000000000012 -0.26361999999999991 0.113945 0.082325000000000023 0.077145000000000005 -0.078669999999999976 -1.0000000180025095e-35 -0.014099999999999998 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.00052442486768913615 -0.00035308672401296288 -9.1998430930834957e-05 -0.00029389363206706946 -0.00042794473958426144 0.00046638553214796224 -0.00017809656095797314 -7.4597880567231967e-06 0.00064455243500723667 -0.00031755390130934643
leaf_weight=0.001003894878160899 0.001034563336901633 0.0010076364398549178 0.0016425743659509639 0.0010066844121104611 0.0010452950961042182 0.0010507479826104144 0.0011673681665426362 0.0012577207588977328 0.0010172579105698462
leaf_count=264 731 750 385 402 230 140 271 254 483
internal_value=0 2.9367e-05 -2.46809e-05 3.38679e-05 0.000104888 3.61932e-05 0.000176885 0.000330692 -0.000205312
internal_weight=0 0.0101992 0.00919529 0.00755271 0.00654603 0.00550073 0.00347584 0.00242509 0.00202489
internal_count=3910 3179 2915 2530 2128 1898 665 525 1233
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=9
num_cat=0
split_feature=47 4 1 1 13 48 42 3
split_gain=1.41284e-05 3.62308e-05 5.3656e-05 4.29506e-05 4.50736e-05 4.09899e-05 3.95863e-05 1.86684e-05
threshold=0.11669500000000001 0.24280000000000004 0.11198000000000001 0.11215000000000001 -0.13934999999999997 0.087770000000000015 0.084100000000000022 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.017259323911938601 -0.011147270311934255 -0.0041806398592198505 0.026169878616949013 -0.021516015343938391 0.016772191792290454 0.022984123408917031 -0.015892058558422996 -0.00095215696131072081
leaf_weight=0.0010975828565104638 0.0010233922887276882 0.0010961495998094042 0.0012430194666364944 0.0010099426140386843 0.0011121503330363185 0.0010185992719557498 0.0010635918079072533 0.0012760824420959555
leaf_count=135 179 189 323 203 1086 359 1186 250
internal_value=0 0.00125833 0.0119474 -0.00254279 0.00089863 0.00535679 0.000155137 0.0073017
internal_weight=0 0.00891712 0.00233917 0.00657795 0.00556801 0.00447042 0.00345182 0.00238823
internal_count=3910 3731 512 3219 3016 2881 2522 1336
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=10
num_cat=0
split_feature=48 48 51 2 40 159 0 0 3
split_gain=4.84652e-05 9.05702e-05 6.80725e-05 7.63317e-05 6.96603e-05 8.04646e-05 0.0001131 9.78046e-05 3.20974e-05
threshold=0.11930500000000001 0.093225000000000016 0.083165000000000017 0.11260500000000001 -1.0000000180025095e-35 0.081975000000000006 0.012625000000000003 -0.070174999999999987 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00050739354180502345 -0.00041373360972023915 0.00055956061020854663 -0.00044021631087287134 0.00046080276167314216 -0.00011019995947339515 -0.00043439613799409101 -0.00040515168092104397 0.00080312657219238986 0.00035586599300605843
leaf_weight=0.0010625852440075524 0.0010146590581127145 0.0011293247937017277 0.0013240135698625944 0.0013717305171123198 0.0012722541512480417 0.0011014719772396361 0.0010520417972983863 0.0011267063685903508 0.0010264735336329891
leaf_count=214 161 279 419 424 1611 364 130 200 108
internal_value=0 3.50909e-05 -2.83427e-05 3.97103e-05 -4.72614e-05 4.03769e-05 0.000157172 0.000329877 9.79171e-05
internal_weight=0 0.0104666 0.00933728 0.00801326 0.00664153 0.00557895 0.00447748 0.00342543 0.00229873
internal_count=3910 3749 3470 3051 2627 2413 2049 1919 1719
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=8
num_cat=0
split_feature=48 4 151 12 47 3 4
split_gain=6.15838e-05 0.00011444 6.42786e-05 6.76565e-05 9.73011e-05 5.73095e-05 4.78479e-05
threshold=0.11930500000000001 0.28937500000000005 -0.075719999999999996 -0.036459999999999992 0.085165000000000018 0.096385000000000012 -0.076854999999999993
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=0.00030662723289403253 -0.00046541030597840784 0.0004807925224517872 -0.00059985499514001079 -0.00011228536846370238 0.00035807981662210032 0.00016275082399762916 -0.00058133711933294275
leaf_weight=0.0015368826865402975 0.0010327747584992089 0.0018390514667930456 0.0010317032257622528 0.0017580809245862153 0.0016037444100439682 0.0012079917193768153 0.0015944785526093566
leaf_count=476 161 388 180 1118 302 136 1149
internal_value=0 3.62388e-05 -5.73795e-05 -0.000135122 -5.73409e-05 -0.000203426 -0.000335367
internal_weight=0 0.0105719 0.00873288 0.007196 0.0061643 0.00456055 0.00335256
internal_count=3910 3749 3361 2885 2705 2403 2267
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=8
num_cat=0
split_feature=52 15 147 151 12 0 52
split_gain=1.48911e-05 4.8665e-05 3.09428e-05 5.43645e-05 4.2734e-05 4.94291e-05 3.1159e-05
threshold=-0.081429999999999989 -0.053579999999999996 1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 -0.10462499999999998 0.091210000000000013
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=0.021294037779151311 -0.025995985883125801 -0.0065160125213694535 0.013771135746996843 -0.0072500763126874361 -0.015826513249085329 0.0024933109461215846 0.026957404770718525
leaf_weight=0.0011914936562663948 0.0010235414228255222 0.0013334239505919481 0.0010341740805874348 0.0018935378267088661 0.0014080360639458136 0.0010126802208292923 0.0010714798566725397
leaf_count=464 314 507 165 350 585 1069 456
internal_value=0 0.00660739 -0.0022798 -0.00486971 -0.000854731 0.00444502 0.0150705
internal_weight=0 0.00252492 0.00744345 0.00640928 0.00538573 0.0039777 0.00208416
internal_count=3910 971 2939 2774 2460 1875 1525
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=3.57383e-05 4.56314e-05 4.8724e-05 6.99177e-05 5.73462e-05 0.000106552 8.08252e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.10004000000000002 -1.0000000180025095e-35
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=0.0003095351278600582 -0.0003508309955963082 -0.00041977359078749523 -0.00050048958723123761 0.0004527299663815783 -0.00037096335349605998 0.00060563623052602763 0.0001347819965146676
leaf_weight=0.0018582682121542618 0.0010333947975885308 0.0010755099657389642 0.0012742026487560852 0.0012323676475743395 0.0016506430013077354 0.0010386786500732981 0.0019458792125890256
leaf_count=802 731 759 370 532 306 223 187
internal_value=0 3.20515e-05 -3.06991e-05 2.78933e-05 -6.07036e-05 5.95492e-05 -0.000116598
internal_weight=0 0.0100755 0.00821728 0.00714177 0.0059094 0.00425876 0.00322008
internal_count=3910 3179 2377 1618 1086 780 557
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=8
num_cat=0
split_feature=13 39 48 4 51 1 0
split_gain=1.55503e-05 2.59913e-05 3.76022e-05 4.56247e-05 5.07245e-05 6.35609e-05 3.00449e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10760500000000002 -0.034289999999999994 -0.0084849999999999978 0.094695000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.010229774276920641 -0.025447933165610982 0.010705044591076353 -0.021421032498713424 0.023824498371695521 -0.018121081553167228 0.010931676292814529 -0.0011467083093762082
leaf_weight=0.0012868526924431365 0.0010154062248577869 0.0014428194654314665 0.0010572199147262174 0.0010648952125964176 0.0013161010714233443 0.0017601322159341176 0.0010196461425875988
leaf_count=210 1458 419 164 531 672 243 213
internal_value=0 -0.00154997 -0.00399444 -0.0010114 0.00501376 -0.00149793 -0.013272
internal_weight=0 0.00867622 0.0072334 0.00617618 0.00414113 0.00307623 0.00203505
internal_count=3910 3700 3281 3117 1446 915 1671
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=9
num_cat=0
split_feature=50 12 151 156 1 12 1 3
split_gain=2.75089e-05 3.9985e-05 4.86008e-05 6.1149e-05 7.81265e-05 5.58645e-05 4.77345e-05 3.73886e-05
threshold=0.084340000000000012 -0.036459999999999992 1.0000000180025095e-35 0.082605000000000026 0.11561500000000001 0.096315000000000026 0.090820000000000012 -0.084129999999999996
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=-0.000280506112857272 -0.00031661066392707889 0.00012181094960981499 -0.00030423737249492944 -0.00029838935254651773 0.00063913915769963248 -0.00030183530475564273 -7.7946416759396283e-05 0.00060578674771057659
leaf_weight=0.0014142873905565951 0.0010005330024070907 0.0011896397893699656 0.001122171220683095 0.0010731942073123855 0.0012850850655156884 0.0010627813887034644 0.0014417234864821443 0.0012676065573200758
leaf_count=451 731 653 180 417 184 413 265 616
internal_value=0 2.46177e-05 7.57338e-05 0.000133984 0.000208265 9.66692e-05 0.000205294 0.000371477
internal_weight=0 0.00985649 0.0084422 0.00732003 0.00624684 0.00496175 0.00389897 0.00245725
internal_count=3910 3179 2728 2548 2131 1947 1534 1269
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 2
split_gain=1.53818e-05 3.1213e-05 4.6144e-05 4.20858e-05 6.58875e-05 3.75317e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083684999999999996 0.089910000000000004 0.11290500000000002
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=-0.010141201187588699 -0.012903346543381001 0.024963776336201643 -0.014200858678954889 -0.01361753048213723 0.020710725110090155 5.2054483252484238e-06
leaf_weight=0.0013073952660215037 0.0012820496551389374 0.0011227590795372571 0.0011709889917287187 0.0015494512844497345 0.001891589679874127 0.001629650766214792
leaf_count=1060 521 434 245 895 457 298
internal_value=0 0.00149673 0.00400359 0.00744549 0.00356657 0.0111281
internal_weight=0 0.00864649 0.00736444 0.00619345 0.00507069 0.00352124
internal_count=3910 2850 2329 2084 1650 755
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=8
num_cat=0
split_feature=1 159 4 43 52 13 1
split_gain=4.16666e-05 7.24926e-05 6.28143e-05 6.14329e-05 7.25643e-05 0.000119928 5.31313e-05
threshold=1.0000000180025095e-35 0.073745000000000019 -0.084009999999999987 -0.080894999999999981 1.0000000180025095e-35 -0.057284999999999996 0.10915500000000002
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=4.8691783232937998e-05 -0.00033213194050440238 0.00056396493045730595 -0.00050089462179384091 0.00048871459474096796 0.00049383883715270395 -2.5349472024813954e-05 -0.00057484670375063248
leaf_weight=0.0018628073286100879 0.0016061319567326916 0.0010199693700430048 0.0014008003025859233 0.0012037864090500821 0.0013730302014269696 0.0016428093971146086 0.0011501591612970163
leaf_count=408 366 384 1584 349 283 414 122
internal_value=0 7.57056e-05 -0.000187201 4.31575e-06 0.000104949 -2.86486e-05 -0.000251635
internal_weight=0 0.00799589 0.00326361 0.00697592 0.00536979 0.00399675 0.00279297
internal_count=3910 1918 1992 1534 1168 885 536
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=8
num_cat=0
split_feature=1 4 151 151 4 3 0
split_gain=2.60463e-05 4.5927e-05 4.49959e-05 7.1441e-05 5.95028e-05 6.44521e-05 3.43063e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.086249999999999979 -0.0088999999999999982 0.24280000000000004 0.092005000000000017 -0.087899999999999992
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=5.4338063910843686e-05 0.00044736400493912708 -0.00041735164876813605 -0.00044985317697295723 0.00038441887517224406 0.00036816634525805198 -0.00040099913707042513 -9.3172671385377694e-05
leaf_weight=0.0018369855516506288 0.0010038239344190509 0.0013972866677790321 0.0011195880931422252 0.0011376757121299688 0.0019596601754127826 0.0013223821514491228 0.0011759852424405445
leaf_count=422 194 1586 206 236 364 190 712
internal_value=0 -0.000149444 6.01631e-05 2.28298e-06 9.27464e-05 -5.56923e-05 0.000141669
internal_weight=0 0.00323427 0.00771912 0.00671529 0.0055957 0.00363604 0.00231366
internal_count=3910 2008 1902 1708 1502 1138 948
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=9
num_cat=0
split_feature=124 160 12 157 12 15 2 52
split_gain=4.37517e-05 4.15674e-05 5.18204e-05 5.79232e-05 6.07864e-05 5.26032e-05 5.1957e-05 4.32879e-05
threshold=-0.061329999999999989 0.091575000000000017 0.11655500000000001 -1.0000000180025095e-35 0.08401500000000002 -0.10071499999999999 0.087005000000000013 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -7
right_child=1 -3 -4 4 6 7 -8 -9
leaf_value=0.00035173730652237912 -0.00033916921491367421 -0.0004223939422455249 -0.00042947146400421397 0.00027656696624393491 0.00060276374103092811 -0.00041595269750877999 9.3785961810721871e-05 9.5347966763063803e-05
leaf_weight=0.0011465475512674123 0.0013048093483270856 0.0010468103090749891 0.001011977216535293 0.0012628185448625971 0.0013571789008751489 0.0015792216883292825 0.00178558572872933 0.0010665559790114963
leaf_count=310 589 346 166 223 958 290 896 132
internal_value=0 -5.18241e-05 -1.0416e-05 4.03338e-05 0.000110558 -5.26874e-05 0.000313584 -0.000209839
internal_weight=0 0.010415 0.00936815 0.00835617 0.00705136 0.0039086 0.00314276 0.00264578
internal_count=3910 3600 3254 3088 2499 645 1854 422
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=9
num_cat=0
split_feature=50 160 12 156 12 2 12 4
split_gain=5.20982e-05 4.60918e-05 4.15812e-05 5.68891e-05 4.81755e-05 4.46863e-05 0.000132605 6.9393e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 0.082605000000000026 0.10852500000000001 0.10679500000000001 0.093125000000000013 0.0021050000000000005
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=-0.0002319393593366578 -0.00042982799634052146 -0.00036174583573531376 -0.00010250577103823643 -0.00028602716128492341 -0.00015358305318745723 -8.7953061848925287e-06 0.00095757467769521211 0.00049407624715771289
leaf_weight=0.0013913377367265238 0.0010035146341811968 0.0010014675322782612 0.0016499050037624679 0.0010666155005352876 0.001216782145225288 0.0015411996769620403 0.0011230578974627844 0.0013737518061219928
leaf_count=414 715 318 956 450 219 275 357 206
internal_value=0 3.80668e-05 8.08324e-05 0.000135425 0.000200529 0.000276282 0.000382236 0.000168542
internal_weight=0 0.0103641 0.00936265 0.00797131 0.0069047 0.00568791 0.00414671 0.00302366
internal_count=3910 3195 2877 2463 2013 1794 1519 1162
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=8
num_cat=0
split_feature=1 4 13 52 47 4 1
split_gain=1.49003e-05 3.74276e-05 2.25788e-05 4.69694e-05 4.67288e-05 5.77908e-05 7.89704e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.067395000000000024 0.09252500000000001 0.0057500000000000008 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=0.0037096642493250156 0.014050732655131046 -0.018993390492238818 -0.014677277757372537 0.017798929345274293 -0.022741268152714229 0.031182991888470277 -0.0081975907710725229
leaf_weight=0.0017004040414566822 0.0013573285100062322 0.0012673627031851912 0.0014103348541434167 0.0011455273049409999 0.0011058438860675561 0.0010269749158176023 0.0010100205226658437
leaf_count=422 404 1586 746 290 198 99 165
internal_value=0 -0.00598551 0.00245986 -0.000300874 -0.00485458 0.000883159 0.0116566
internal_weight=0 0.00296777 0.00705603 0.0056987 0.00455317 0.00344733 0.002037
internal_count=3910 2008 1902 1498 1208 1010 264
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=9
num_cat=0
split_feature=474 160 12 3 2 49 15 4
split_gain=4.38723e-05 6.19588e-05 4.92007e-05 4.57865e-05 4.47491e-05 6.44058e-05 9.63228e-05 5.18074e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.023959999999999995 0.13772500000000001 0.094010000000000024 -0.029304999999999998 -0.064869999999999983 0.25367000000000006
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=-0.0003932425985417166 0.00038622948257894439 -0.00031391481933390648 0.0005628293808303842 0.00047430744737937328 -0.00037376118574781336 -0.00045124353089122295 0.00033009874760527681 0.0001860015932949961
leaf_weight=0.0016327959637831646 0.0010058090552211999 0.0013987830801355742 0.0011048968393151427 0.0010132947658076843 0.0017009518843921082 0.0010658676309153832 0.0014078252566032297 0.0010150275408221145
leaf_count=927 424 392 106 101 524 220 1075 141
internal_value=0 -4.27392e-05 2.29922e-05 8.74789e-05 2.52076e-05 0.000169235 -6.56691e-06 -0.000164564
internal_weight=0 0.0103394 0.00870665 0.00730786 0.00629457 0.00357859 0.00247369 0.00271598
internal_count=3910 3486 2559 2167 2066 1401 1295 665
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=8
num_cat=0
split_feature=52 15 52 49 12 43 3
split_gain=1.73898e-05 4.11562e-05 2.4419e-05 3.68581e-05 8.07289e-05 5.3167e-05 6.57668e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.029304999999999998 0.095295000000000019 -0.00059999999999999995 0.094625000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.020585233579996698 -0.014451367114465784 -0.0049050373196496428 0.016447797335654015 -0.01144334835227008 -0.025637723972896282 0.029281174846182697 -0.004524711630738064
leaf_weight=0.0011977620935784085 0.0013855733201266155 0.0013443357936609968 0.0011423058790882143 0.0014064424043764238 0.0012342524207234013 0.0012114724543688508 0.0010961654189137668
leaf_count=464 527 507 212 1083 521 430 166
internal_value=0 0.00710523 -0.00246908 0.000256802 -0.00348083 0.00388228 0.0132228
internal_weight=0 0.0025421 0.00747621 0.00609064 0.00494833 0.00371408 0.00230764
internal_count=3910 971 2939 2412 2200 1679 596
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=8
num_cat=0
split_feature=3 4 0 1 48 2 13
split_gain=1.66193e-05 2.93996e-05 3.03974e-05 3.64397e-05 4.99848e-05 4.17916e-05 1.65951e-05
threshold=0.13772500000000001 -0.34687499999999999 -0.060094999999999989 0.085835000000000009 0.085875000000000021 0.082715000000000025 0.10741000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.017227787905215005 0.0097403619226101908 -0.01836763760231 0.019893261163938792 -0.0050516324175455159 -0.013518624000860716 0.020267677176493817 0.0018000368902674558
leaf_weight=0.0010709357845167444 0.0014812891088961449 0.0012531948966014346 0.0010238576338563411 0.0011481547010319952 0.0014981841850131754 0.0015082928094216131 0.0010040514388391375
leaf_count=261 239 1934 276 640 217 237 106
internal_value=0 -0.00173708 0.000493981 -0.00342135 0.00108702 0.00932431 0.010935
internal_weight=0 0.00850667 0.00743574 0.00540783 0.00415463 0.00265645 0.00202791
internal_count=3910 3671 3410 3028 1094 877 382
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=9
num_cat=0
split_feature=52 0 160 12 52 3 2 16
split_gain=1.68725e-05 5.03246e-05 4.92059e-05 3.97029e-05 3.31121e-05 6.66314e-05 9.20553e-05 6.13162e-05
threshold=-0.048794999999999991 -0.15007499999999999 -1.0000000180025095e-35 0.051320000000000005 0.10701500000000001 -0.13309499999999996 0.106035 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -4 7 -7
right_child=2 3 4 -5 -6 6 -8 -9
leaf_value=-0.013093754177587633 -0.022060233815442379 0.02748630130725448 -0.024167836592435685 0.0018810576154319877 0.017236762177938993 0.033958932613279084 -0.01926795795070994 0.00029741701306426448
leaf_weight=0.0010168843124457923 0.0011243249350145956 0.0010986326231396753 0.0010964743802781029 0.0013493167082437104 0.0010124155234359222 0.0010290947802434453 0.0010985471675654993 0.0011412517726037334
leaf_count=96 924 379 135 715 228 166 220 1047
internal_value=0 0.00560508 -0.00303469 0.0133726 0.00094295 -0.00283591 0.00431939 0.0162584
internal_weight=0 0.00346483 0.00650211 0.00244795 0.00537778 0.00436537 0.00326889 0.00217035
internal_count=3910 1190 2720 1094 1796 1568 1433 1213
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=9
num_cat=0
split_feature=50 12 160 156 2 4 13 16
split_gain=2.17158e-05 4.52771e-05 4.52281e-05 5.90254e-05 5.44443e-05 5.0582e-05 4.38996e-05 3.0281e-05
threshold=0.084340000000000012 -0.036459999999999992 0.087825000000000014 0.082605000000000026 0.087005000000000013 0.10910000000000002 -0.091849999999999987 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8
right_child=-2 2 -4 -5 6 -7 7 -9
leaf_value=-0.00030343615827090623 -0.00028054940175032246 0.00062426699014354273 -0.00028529609480695118 -0.00030824072906648095 0.00030878098950528628 7.980340106453203e-05 8.9543750403873635e-05 -0.00038191992106105429
leaf_weight=0.0014198717275921572 0.0010166896814744223 0.0016665819036091514 0.0011551931452789717 0.0010068008871999554 0.0014113099011711428 0.0010818877393263091 0.0010828018908780332 0.0010144667678287861
leaf_count=451 731 776 314 445 155 84 239 715
internal_value=0 2.04575e-05 7.50822e-05 0.000132394 0.000203295 0.000409948 4.14124e-05 -0.000138507
internal_weight=0 0.00983891 0.00841904 0.00726385 0.00625705 0.00274847 0.00350858 0.00209727
internal_count=3910 3179 2728 2414 1969 860 1109 954
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=8
num_cat=0
split_feature=474 160 12 3 160 2 0
split_gain=5.50736e-05 5.83701e-05 5.82816e-05 5.73799e-05 4.66649e-05 7.83869e-05 5.78013e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.023959999999999995 0.13772500000000001 0.087825000000000014 0.10113500000000002 -0.070894999999999986
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=-0.00038899077540510322 0.00043057577736572403 -0.00035281989509707462 3.2087571639454718e-05 0.00051727016526998358 -0.0003428815717713338 -0.00024588475732577613 0.00054035121369990185
leaf_weight=0.0016230897924439562 0.00101734034791585 0.0013868270255531934 0.0018766677288213544 0.0010189511524257506 0.0011422029424156387 0.0017310631200136463 0.0015882911203240937
leaf_count=927 424 392 1152 101 296 408 210
internal_value=0 -4.74987e-05 1.58901e-05 8.53919e-05 1.59619e-05 9.48438e-05 0.000265069
internal_weight=0 0.0103671 0.008744 0.00735718 0.00633822 0.00519602 0.00346496
internal_count=3910 3486 2559 2167 2066 1770 1362
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=10
num_cat=0
split_feature=50 160 12 156 52 52 0 48 12
split_gain=3.47522e-05 5.50262e-05 4.67602e-05 6.37435e-05 5.06608e-05 6.62336e-05 9.27876e-05 5.45389e-05 3.79056e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 0.082605000000000026 -0.081429999999999989 0.10701500000000001 0.012625000000000003 0.084260000000000015 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00025266248149015164 -0.00035098097159691428 -0.00040757940024451882 0.00052145868742012704 -0.00031361058634456782 6.4297053682678702e-05 0.00055523913364261348 -0.00048956375087083571 -0.00019775956723370073 0.00057623016706887225
leaf_weight=0.0014153682353010731 0.0010139073217891566 0.0010017329376374806 0.0015002993593179392 0.0010607709070354033 0.0010167008790817314 0.0010556035338043059 0.0010838368464120493 0.001046402189464472 0.0012273953543830232
leaf_count=414 715 318 353 450 169 379 69 207 836
internal_value=0 2.93023e-05 7.5828e-05 0.00013401 0.000202525 0.000114403 8.02175e-06 0.000171918 0.000344296
internal_weight=0 0.0104081 0.00940638 0.00799101 0.00693024 0.00542994 0.00437434 0.0032905 0.0022441
internal_count=3910 3195 2877 2463 2013 1660 1281 1212 1005
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=2.82868e-05 5.25902e-05 5.90725e-05 6.79751e-05 6.50676e-05 8.53368e-05 5.1791e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.08593000000000002 0.10113500000000002
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=0.00032339728437577055 -0.0003198443957733793 -0.00047764783720656378 9.1665699970478563e-05 0.00044750095679686215 -0.00040308188445001172 0.00044676681241860664 -0.00045551163267616089
leaf_weight=0.0018349011997779762 0.0010147789491633105 0.0010520977993993003 0.0015515124633093246 0.001190137725719697 0.0016014479046271264 0.0014462059204226095 0.0011640058484151342
leaf_count=802 731 759 318 532 306 243 219
internal_value=0 2.39893e-05 -4.46373e-05 2.0881e-05 -6.72192e-05 6.20221e-05 -0.000142882
internal_weight=0 0.00984031 0.00800541 0.00695331 0.00576317 0.00416172 0.00271552
internal_count=3910 3179 2377 1618 1086 780 537
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=9
num_cat=0
split_feature=50 12 160 2 13 4 12 12
split_gain=2.33291e-05 4.50402e-05 4.71369e-05 4.78154e-05 5.36802e-05 7.3458e-05 4.66379e-05 6.88822e-05
threshold=0.084340000000000012 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.0044799999999999987 0.051320000000000005 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=-0.00029788051511753135 -0.00028610615290727967 0.00064804942263892726 -0.00028845786166177084 0.00028864853791798822 -0.00054920764946006615 0.00011896310975691491 -0.0002257970664681064 0.00047872662848082745
leaf_weight=0.0014274669917838977 0.0010276909416883076 0.0010788352890512979 0.0011602728661181125 0.0015146105894191962 0.0011353681409384463 0.0014285188645586807 0.0010052280694095358 0.0011370906785366248
leaf_count=451 731 107 314 186 831 407 765 118
internal_value=0 2.42926e-05 7.86538e-05 0.000137006 -4.02641e-06 -0.000176923 0.000315575 0.000148147
internal_weight=0 0.00988739 0.00845992 0.00729965 0.0040785 0.00256389 0.00322115 0.00214232
internal_count=3910 3179 2728 2414 1424 1238 990 883
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=9
num_cat=0
split_feature=50 42 51 16 2 2 49 2
split_gain=5.76434e-05 4.55533e-05 5.24705e-05 6.53282e-05 9.26633e-05 0.000114456 4.94233e-05 4.72647e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.08755499999999998 0.106285 0.088055000000000008 -0.029304999999999998 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.0003014691228041842 -0.00045622420948943353 -0.00026316013002851369 0.00024104753750003359 0.0005471485918839543 0.00082565189035384713 -0.00029040763645087514 -0.00051885354500045037 4.6447692085372035e-05
leaf_weight=0.0013598814675886287 0.0010200453860085322 0.0014074298092709462 0.001569467336777848 0.0012753441504199242 0.0010641119498069982 0.0012344899704178521 0.0010425777749182713 0.0012508989017325687
leaf_count=875 715 481 200 492 203 370 365 209
internal_value=0 3.2635e-05 8.40061e-05 0.000149707 0.000340767 0.000135187 -2.7059e-05 -0.000210529
internal_weight=0 0.0102042 0.00884432 0.00743689 0.00357395 0.00250983 0.00386294 0.00229348
internal_count=3910 3195 2320 1839 1065 862 774 574
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=8
num_cat=0
split_feature=151 48 51 2 2 12 15
split_gain=1.60841e-05 3.34523e-05 8.23468e-05 5.82081e-05 6.59565e-05 4.45702e-05 6.45277e-05
threshold=-0.086249999999999979 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 0.090840000000000018 -0.017214999999999998
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=0.011777674770828465 -0.026623150437735488 0.012290829504445204 -0.029760920247181397 0.02173200475059596 -0.026580855270588344 0.012879695097542358 0.006200439595110711
leaf_weight=0.0010299640791085795 0.0010282038781926068 0.0014874638828068923 0.0010738938427107651 0.0010465961840288637 0.0010462810093272833 0.0019006854758349531 0.0014345531343368059
leaf_count=351 443 352 390 400 273 716 985
internal_value=0 -0.00141314 -0.00412012 0.000144769 -0.00403162 0.00137531 -0.00750345
internal_weight=0 0.00901768 0.00753021 0.00645632 0.00540972 0.00436344 0.00246276
internal_count=3910 3559 3207 2817 2417 2144 1428
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=9
num_cat=0
split_feature=52 160 1 160 52 3 2 16
split_gain=1.40492e-05 4.00792e-05 5.89575e-05 3.97426e-05 2.70432e-05 5.60794e-05 7.53974e-05 4.97872e-05
threshold=-0.048794999999999991 -0.0098349999999999983 0.099595000000000017 -1.0000000180025095e-35 0.10701500000000001 -0.13309499999999996 0.106035 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -7
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=0.021949456367484719 -0.019850960909450044 -0.016763848870984234 0.014072492719368786 -0.02220782528959396 0.015424723896211693 0.030673700025685664 -0.017450018028281274 0.00040378798322803373
leaf_weight=0.0010021286398149056 0.001129616224652033 0.0012730437149216941 0.0012087465929380187 0.0010977706356190011 0.0010216511820134826 0.0010276617849854278 0.0010993115461804498 0.0011530226131380539
leaf_count=278 924 558 354 135 228 166 220 1047
internal_value=0 0.00507048 -0.00174513 -0.00279362 0.000774963 -0.00264389 0.00390389 0.0146687
internal_weight=0 0.00348392 0.00248179 0.00652903 0.00539942 0.00437777 0.00328 0.00218068
internal_count=3910 1190 912 2720 1796 1568 1433 1213
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=8
num_cat=0
split_feature=4 151 0 42 42 43 0
split_gain=1.62028e-05 3.6182e-05 6.3581e-05 2.95147e-05 3.47435e-05 5.67303e-05 2.69216e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 0.091955000000000023 -1.0000000180025095e-35 -0.06705499999999999 -0.073729999999999976
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=0.011620700830994903 0.0082711803915002328 -0.0268380212623512 -0.013201195789962131 -0.016163480840857319 0.027618436285075362 0.01132932751355451 -0.010324289750297047
leaf_weight=0.0015707856999885124 0.0018951124389999371 0.0011312627245909602 0.0010352867275973798 0.0010101453412419093 0.001005744788453286 0.0010251706874196218 0.00130513930782029
leaf_count=558 426 201 917 638 511 418 241
internal_value=0 -0.00200219 -0.00528784 -0.000757696 0.00280233 0.00776874 -0.000798238
internal_weight=0 0.00808354 0.00651275 0.00538149 0.00437134 0.00333605 0.00233031
internal_count=3910 3484 2926 2725 2087 1170 659
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=9
num_cat=0
split_feature=50 42 159 16 15 15 4 1
split_gain=4.05489e-05 4.30232e-05 6.39741e-05 8.75549e-05 9.96016e-05 9.18822e-05 8.57562e-05 0.000156659
threshold=0.086465000000000014 -1.0000000180025095e-35 0.090705000000000022 -0.0099649999999999982 0.024640000000000006 -1.0000000180025095e-35 0.0051950000000000008 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -8
right_child=-2 2 -4 5 -6 -7 7 -9
leaf_value=-0.00029206857975186482 -0.0003854733156045258 -0.00061996659120339018 -0.00037463372517021503 0.00083386511951060404 0.0004957493461454892 0.00012908288167994765 0.00042531529232077241 -0.00050821013062586845
leaf_weight=0.0014083244821384731 0.0010038200523175738 0.0011438886692825214 0.0010690052402588827 0.0011588049814954739 0.0011168008930196325 0.0018411097238766794 0.0015798323234555598 0.0012286231330018668
leaf_count=875 715 216 363 436 478 401 241 185
internal_value=0 2.69418e-05 7.61065e-05 0.000135821 -2.13037e-05 0.000401326 -0.000167406 1.69232e-05
internal_weight=0 0.0105464 0.00913806 0.00806906 0.00506915 0.00299991 0.00395234 0.00280846
internal_count=3910 3195 2320 1957 1120 837 642 426
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=10
num_cat=0
split_feature=50 160 42 52 1 457 3 42 156
split_gain=5.85461e-05 5.88773e-05 9.40267e-05 6.09594e-05 6.97348e-05 8.94443e-05 7.78686e-05 9.55659e-05 4.89197e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.092854999999999979 0.11215000000000001 0.069705000000000003 0.090325000000000003 0.083815000000000014 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 7 -5 -1
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.00065108577201452667 -0.00045016699149280203 -0.00055044323985421414 -0.00034751685615409453 0.00063947366482643674 -0.00023104122330440749 0.00076949148827931268 -0.00030790745232055276 -0.00013396910385918008 4.1682127602672764e-05
leaf_weight=0.0010010812356731507 0.0010178944502924276 0.0011505740643315962 0.0012273011012045743 0.0014160761780535073 0.0015413541118240856 0.0010009963236207002 0.0011753139503301036 0.0010846331414244631 0.0010249840863143359
leaf_count=491 715 766 468 178 264 129 49 537 313
internal_value=0 4.20972e-05 -2.87734e-05 5.18398e-05 0.00013066 0.000249861 0.000108364 0.000304008 0.000342789
internal_weight=0 0.0106223 0.00859625 0.00744567 0.00621837 0.00467702 0.00367602 0.00250071 0.00202607
internal_count=3910 3195 2391 1625 1157 893 764 715 804
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=9
num_cat=0
split_feature=50 15 156 12 160 2 13 16
split_gain=4.11532e-05 5.94116e-05 4.27821e-05 6.38171e-05 6.80335e-05 6.76372e-05 5.11408e-05 5.02004e-05
threshold=0.086465000000000014 -0.24219999999999997 0.082605000000000026 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.000466457958774909 -0.00037945287639058024 -0.00037471741075265086 -0.00039700319920590155 0.00012497271021251339 -0.00034431549107624259 0.00028817289691739838 -0.00019887851403651118 0.00068572217808115339
leaf_weight=0.0011011121816073945 0.0010061956431452147 0.0012603921381756306 0.0010063871455317274 0.0011125755928360391 0.0010934689809048827 0.0014426174489240947 0.0019481714967654923 0.0013691639662426827
leaf_count=278 715 246 486 463 286 146 907 383
internal_value=0 3.59473e-05 -1.53959e-05 3.12886e-05 0.000104749 0.000188365 8.33841e-06 0.000434336
internal_weight=0 0.0103339 0.00923278 0.00822639 0.006966 0.00587253 0.00339079 0.00248174
internal_count=3910 3195 2917 2431 2185 1899 1053 846
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=9
num_cat=0
split_feature=484 47 159 12 1 3 13 0
split_gain=0.00015618 5.81182e-05 8.78138e-05 5.1359e-05 6.79257e-05 9.37082e-05 8.47362e-05 6.53892e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.073745000000000019 0.10058500000000002 0.09112000000000002 0.0048550000000000008 0.043015000000000005 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00074837572364386956 -0.00037198931537804478 0.00038551811186390248 0.0004256906427615573 -0.00043756570814298468 -0.00055025281533999494 0.00067719837028950159 0.00038811464848860754 2.3224810632231632e-05
leaf_weight=0.0010125840361061888 0.0012902983229976382 0.0017366148425330798 0.0015200908636599448 0.0013481044980251464 0.0013444797545346956 0.0010094321218059744 0.0010015727226734498 0.001771799553230151
leaf_count=627 1268 213 502 368 122 95 137 578
internal_value=0 5.62836e-05 -5.28941e-06 -8.96514e-05 -1.65671e-05 0.000179424 -3.98156e-05 -0.000224195
internal_weight=0 0.0110224 0.00928578 0.00776569 0.00641758 0.0033013 0.00229187 0.00311628
internal_count=3910 3283 3070 2568 2200 1500 1405 700
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=9
num_cat=0
split_feature=14 49 2 3 151 43 1 3
split_gain=1.44027e-05 4.85721e-05 6.94844e-05 4.42743e-05 4.17224e-05 3.43619e-05 3.15235e-05 6.82117e-06
threshold=-1.0000000180025095e-35 0.079765000000000016 0.114165 -0.078669999999999976 -0.0088999999999999982 -0.083899999999999988 0.079945000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -8
right_child=1 -3 -4 4 6 -7 7 -9
leaf_value=-0.011406084867800138 -0.0037732534155896589 0.021454935092678894 0.023175978265114167 -0.015878172990824762 0.01945821733095171 -0.026812542322256279 0.0049255796015119299 -0.0064454267970274733
leaf_weight=0.0010072537829080757 0.0012879445265646871 0.0010469935642592578 0.0010025713301231405 0.0010890893914073012 0.0012208250124588907 0.0013015262066967271 0.0010605166508091998 0.0010497269349059376
leaf_count=196 585 701 322 184 256 1123 343 200
internal_value=0 0.00119898 -0.00144796 -0.00496987 0.00111309 -0.0153533 0.00666837 -0.000730854
internal_weight=0 0.00905919 0.0080122 0.00700963 0.00442016 0.00258947 0.00333107 0.00211024
internal_count=3910 3714 3013 2691 983 1708 799 543
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=9
num_cat=0
split_feature=50 160 42 52 1 13 1 0
split_gain=2.52043e-05 3.86156e-05 6.08198e-05 5.06927e-05 6.94942e-05 6.20548e-05 5.39415e-05 6.84692e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 -0.092854999999999979 0.11215000000000001 -0.13934999999999997 0.094890000000000016 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.00027937942004226883 -0.00029869478428477792 -0.00047073067281723589 -0.00034179425701192761 -0.00016894732391265654 -0.00026381776988226581 -0.00017746514977374445 0.00072740803548412478 0.00051507005480332341
leaf_weight=0.0018608145580154114 0.0010216178067785501 0.0010641307593209871 0.0011618028930710338 0.001118301086522232 0.0014612016415797577 0.0010323401946437775 0.001069391377956792 0.0011719968223447175
leaf_count=802 731 759 466 68 263 173 176 472
internal_value=0 2.47256e-05 -3.3927e-05 3.23331e-05 0.000106593 0.000229827 0.000366047 0.00019074
internal_weight=0 0.00993998 0.00807916 0.00701503 0.00585323 0.00439203 0.00327373 0.00220434
internal_count=3910 3179 2377 1618 1152 889 821 645
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=9
num_cat=0
split_feature=47 52 13 2 48 150 0 16
split_gain=2.43359e-05 5.50125e-05 4.54745e-05 8.49843e-05 4.30592e-05 7.49818e-05 5.89068e-05 2.8239e-05
threshold=0.11926500000000002 0.11401500000000002 -0.090744999999999978 0.099990000000000009 0.091555000000000011 0.087235000000000021 -0.10575999999999998 0.064860000000000015
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=-0.00011822776182916187 -0.00029311191002783307 -0.00036520518355758906 0.00037370350993798959 0.00062839491272065481 0.00034259517643043548 -0.00054984569220719649 4.1461273794029564e-05 -0.00035002971223380673
leaf_weight=0.0010210287810474014 0.0010108217021928328 0.0012146871362534494 0.0013533997874992576 0.0013760954745419716 0.0011246898916033561 0.0010473110336150938 0.0017042374452528523 0.0012122629037738812
leaf_count=316 145 610 220 187 251 243 1466 472
internal_value=0 2.60564e-05 7.98248e-05 0.000310379 -5.96781e-06 -7.96954e-05 3.56219e-05 -0.000121265
internal_weight=0 0.0100537 0.00883903 0.00239712 0.0064419 0.00531721 0.0042699 0.0029165
internal_count=3910 3765 3155 503 2652 2401 2158 1938
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=8
num_cat=0
split_feature=15 3 13 49 12 3 3
split_gain=1.49415e-05 4.7227e-05 5.45782e-05 4.0638e-05 3.65589e-05 3.55539e-05 5.13811e-05
threshold=-0.03231499999999999 0.10666500000000002 0.086705000000000018 -0.029304999999999998 0.080120000000000011 -0.080884999999999985 0.094625000000000015
decision_type=2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=0.016727258987155279 -0.0066258212124444549 0.011586281101520381 0.0084823883942725647 -0.017993257515155535 -0.031691003290445323 0.016821779350452173 -0.010935300195840499
leaf_weight=0.0016296854691551692 0.00117700226583073 0.0013590788780196116 0.0010459293506820001 0.0010314107713530144 0.0011509064287413618 0.0014277462713389744 0.0012514269037500365
leaf_count=334 223 114 248 463 1589 739 200
internal_value=0 -0.00415248 -0.0104925 0.00356428 -0.0190179 -0.00221688 0.0038566
internal_weight=0 0.00473292 0.00337384 0.00534027 0.00232791 0.00371058 0.00267917
internal_count=3910 2174 2060 1736 1812 1402 939
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=10
num_cat=0
split_feature=484 159 12 13 15 0 15 49 15
split_gain=0.000144533 6.7273e-05 9.09213e-05 7.87558e-05 0.000102483 0.000157887 9.02103e-05 5.96458e-05 6.97207e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.11655500000000001 0.11202500000000001 -0.03231499999999999 -0.083564999999999987 -0.077354999999999993 -0.047894999999999993 -0.14789999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00070854619158936157 0.00038798164245668586 0.00043666774040272037 -0.00054298748680927864 0.00050100903303260992 0.00019831866480026102 -0.00072528286050178967 0.00069055446640032181 0.00020383055986531866 -0.0005069325745035517
leaf_weight=0.0010169935946669371 0.0011112053659000105 0.0015929996950102615 0.0010497891508051685 0.0013604397501448184 0.0013174826653299465 0.0015473647109932476 0.0010111706708441151 0.0010023668517737095 0.0011273929349660803
leaf_count=627 159 522 123 163 593 904 270 251 298
internal_value=0 6.37023e-05 1.34048e-06 6.87465e-05 -1.38822e-05 -0.000300538 0.00017925 1.9725e-05 -0.000172413
internal_weight=0 0.0111202 0.00952721 0.00847742 0.00711698 0.00286485 0.00425214 0.00324097 0.00212976
internal_count=3910 3283 2761 2638 2475 1497 978 708 549
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=6
num_cat=0
split_feature=4 151 4 13 13
split_gain=1.71841e-05 3.18499e-05 5.29439e-05 6.44932e-05 3.96554e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.062819999999999987 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.010652320526046623 0.0084774563464576035 0.012942886810883618 -0.035703267537963906 -0.004356651745508461 -0.0078126347120190884
leaf_weight=0.0015890094001307694 0.0019119443913882634 0.0018892243219200257 0.0010054293648648119 0.0018904058679427701 0.0017952671156553749
leaf_count=558 426 1479 404 408 635
internal_value=0 -0.00205403 -0.00512234 -0.0152401 0.00282977
internal_weight=0 0.00816934 0.00658033 0.00289584 0.00368449
internal_count=3910 3484 2926 812 2114
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=9
num_cat=0
split_feature=3 1 0 12 52 1 16 13
split_gain=1.47151e-05 2.53369e-05 4.17441e-05 2.9028e-05 5.22254e-05 8.57331e-05 1.89491e-05 8.50466e-06
threshold=-0.15464999999999998 0.087480000000000016 -0.084074999999999997 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.19424999999999998 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.01077024453649118 -0.024218601323532915 0.015434791301961981 0.0062536217916155899 -0.018973474552843508 0.007987054832455957 -0.016099125827578466 0.027226367828431464 -0.0066608888125771473
leaf_weight=0.0011167443691660868 0.0011109336138240516 0.0013384431165996569 0.0010320302509591139 0.0012216876924167099 0.0010154167133918646 0.0011860745147531924 0.0010324352550760353 0.0010079299867564191
leaf_count=259 1148 434 133 250 109 172 487 918
internal_value=0 -0.00140428 -0.00862138 0.00252048 -0.00135891 0.00529539 0.0176867 -0.000127347
internal_weight=0 0.00894495 0.00315089 0.00579406 0.00445561 0.00323393 0.00204785 0.00203996
internal_count=3910 3651 2199 1452 1018 768 596 1051
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=9
num_cat=0
split_feature=12 13 16 42 13 4 151 1
split_gain=4.54753e-05 4.17692e-05 5.92027e-05 5.17311e-05 6.93264e-05 5.26975e-05 8.65805e-05 4.94443e-05
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.085545000000000024 -0.083514999999999992 0.40812500000000007 -0.024429999999999997 0.095155000000000017
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=0.00047958617281950404 -0.00039799631354501386 0.00034501544409014194 -0.00037901401822191128 -0.00029179477176411226 0.00060354315471271725 -0.00037486215972176566 -0.00031226310853632079 0.00023407305077403559
leaf_weight=0.0015946796980709499 0.0010495991187243368 0.0014026996685944275 0.0014687747658541084 0.001388047316669183 0.0010199755904870241 0.0010748318121620139 0.0014431416040149234 0.0011399551573886496
leaf_count=537 187 224 530 1199 166 129 808 130
internal_value=0 2.99946e-05 -1.84072e-05 5.07321e-05 0.000126529 6.17336e-06 0.00011984 -7.11577e-05
internal_weight=0 0.0105321 0.00912941 0.00766063 0.00627258 0.0046779 0.00360307 0.0025831
internal_count=3910 3723 3499 2969 1770 1233 1104 938
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=8
num_cat=0
split_feature=1 52 151 0 16 4 0
split_gain=1.4913e-05 3.43504e-05 4.26973e-05 5.43983e-05 4.38046e-05 4.06792e-05 4.03263e-05
threshold=0.12864500000000004 0.11401500000000002 -0.084764999999999993 -0.076099999999999987 0.15100500000000003 0.0021050000000000005 -0.16443499999999997
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=-0.018228381753935066 0.0090191285601760093 -0.018564611260060565 -0.018918117146318365 0.029819641105733902 0.0036661502919382478 0.018655647122894116 -0.0068345284833585297
leaf_weight=0.0010279105633854198 0.0015348468230573032 0.0010566478807577965 0.0012238612855543425 0.0011169802550740715 0.0015010052279348632 0.0010229470488130081 0.0015781322343873887
leaf_count=368 331 580 1353 408 398 88 384
internal_value=0 -0.00168839 0.000698518 0.00371813 0.0148247 -0.00388377 0.00319019
internal_weight=0 0.00852748 0.00747084 0.00644293 0.00261799 0.00382494 0.00260108
internal_count=3910 3579 2999 2631 806 1825 472
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=8
num_cat=0
split_feature=1 4 15 15 1 15 1
split_gain=3.02812e-05 5.26198e-05 3.92133e-05 8.00151e-05 5.31368e-05 0.000106178 4.13361e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.10312999999999999 0.10004000000000002
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=5.452888100056533e-05 3.009200627976049e-05 -0.00045297079097588534 -0.00025826648000533853 0.00062779170847633385 0.00015712432486320513 -0.00060139024043341508 0.00053171206893272438
leaf_weight=0.0018399329789931893 0.0015484452433276773 0.0013706086746755539 0.0012235751681989844 0.0010235778415960996 0.0017563853378132811 0.0011904067725138567 0.0010666875171363882
leaf_count=408 287 1584 583 301 348 207 192
internal_value=0 -0.000162127 6.40823e-05 0.000123974 3.12551e-05 -0.000149291 0.000234698
internal_weight=0 0.00321054 0.00780908 0.0065855 0.00556192 0.00294679 0.00261513
internal_count=3910 1992 1918 1335 1034 555 479
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 2
split_gain=1.39976e-05 2.96298e-05 4.19211e-05 4.51696e-05 5.44882e-05 3.3671e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.089910000000000004 0.11290500000000002
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=-0.0095856510661117573 -0.012440545267603754 0.025163125508528717 -0.013530518112773128 -0.012491757089027909 0.018978877244959357 -0.00055981511567634206
leaf_weight=0.0013349574755957662 0.0013120708753542164 0.0011348100744213467 0.0011672179188776093 0.0015566980280384136 0.0019084303640820974 0.00163986781411054
leaf_count=1060 521 424 245 900 462 298
internal_value=0 0.00141017 0.00386366 0.00711742 0.00310597 0.00994895
internal_weight=0 0.0087191 0.00740702 0.00623981 0.005105 0.0035483
internal_count=3910 2850 2329 2084 1660 760
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=9
num_cat=0
split_feature=4 15 13 0 43 160 4 15
split_gain=2.75394e-05 4.05293e-05 3.5657e-05 7.93291e-05 5.01939e-05 5.20942e-05 5.4413e-05 3.03867e-05
threshold=0.28937500000000005 -0.43091499999999999 -0.13934999999999997 -0.010494999999999999 -0.079109999999999986 0.041025000000000006 -1.0000000180025095e-35 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00030405629998983108 -7.2372547041026157e-05 0.00047374830904208561 -0.00056518180704889581 0.00041805671377704873 0.00051717401257750882 -0.00028554900503427542 -6.0545439602871212e-05 -9.2300816733249669e-05
leaf_weight=0.001701110742913744 0.0010419521066441575 0.0010478952848740923 0.0010723000098811449 0.0014713717070920186 0.0011629177248926527 0.0012362093294215745 0.0013596137498594705 0.0010188424409037621
leaf_count=225 209 217 601 289 1205 241 417 506
internal_value=0 0.000201464 -4.8334e-05 1.10837e-05 -9.12788e-05 4.41941e-05 0.00020579 -0.000334786
internal_weight=0 0.00208985 0.00902237 0.00732125 0.00584988 0.00375874 0.00252253 0.00209114
internal_count=3910 426 3484 3259 2970 1863 1622 1107
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=8
num_cat=0
split_feature=1 4 157 16 0 0 3
split_gain=1.7201e-05 4.29857e-05 3.52619e-05 7.40351e-05 8.38679e-05 5.62813e-05 4.89043e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 -0.055684999999999991 -0.055679999999999993 -0.066689999999999985 -0.15713499999999997 -0.077894999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.0038578121341926392 0.020006379667587771 -0.02071650400529803 -0.0056393767429016705 -0.035858991780658198 0.003746843324585759 0.0033368985821141876 0.032872126417221682
leaf_weight=0.0016867779955664225 0.0010007010637217975 0.0012314765944279203 0.0017483167129814245 0.0010267271934893331 0.0011155980542067922 0.001106954358800366 0.0011358861154878498
leaf_count=408 304 1584 225 392 250 365 382
internal_value=0 -0.00651232 0.00260105 -0.0002387 -0.0152346 0.00781061 0.018295
internal_weight=0 0.00291825 0.00713418 0.00613348 0.00214233 0.00399116 0.00224284
internal_count=3910 1992 1918 1614 642 972 747
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=7
num_cat=0
split_feature=51 1 13 48 42 2
split_gain=1.53317e-05 3.38209e-05 2.87173e-05 4.05326e-05 6.11816e-05 4.28494e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.13934999999999997 0.091555000000000011 0.084100000000000022 0.096540000000000015
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=0.0094459261358053395 -0.017505833105023596 0.010869035980952704 -0.0087419746926994755 0.015582464672837202 -0.024458418333733731 0.015078227348807295
leaf_weight=0.0014559931335721499 0.0014131187622659393 0.0017227085816363284 0.0017152641993252598 0.0011057726055811335 0.0012563110506014891 0.0013492069193244383
leaf_count=515 159 451 985 273 1208 319
internal_value=0 -0.00165392 -0.00480808 -0.00150148 -0.0058736 0.00174544
internal_weight=0 0.00856238 0.00683967 0.00542655 0.00432078 0.00306447
internal_count=3910 3395 2944 2785 2512 1304
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 12 13
split_gain=3.15401e-05 4.93172e-05 5.08898e-05 7.39904e-05 5.94958e-05 7.35882e-05 3.70703e-05
threshold=0.084340000000000012 0.28937500000000005 -0.024429999999999997 -0.085924999999999987 0.081265000000000018 0.091405000000000014 -0.009474999999999999
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=0.00026564287687017859 -0.00033112678536802289 0.0003197381576358677 -0.00067185879963068264 0.0003232430613686502 -0.00050921020590406838 0.00014471711863201178 -0.00016737947537744121
leaf_weight=0.0017142130408658801 0.0010322985984848225 0.0018334384085554505 0.0010478774302292743 0.0016914776460502283 0.0011927300316003223 0.0014858236136206413 0.0012028471445336044
leaf_count=449 731 396 479 1087 225 342 201
internal_value=0 2.85849e-05 -3.54599e-05 -0.00011342 3.53389e-05 -0.000146469 -0.000402252
internal_weight=0 0.0101684 0.00833497 0.00662076 0.00437003 0.00267855 0.00225072
internal_count=3910 3179 2783 2334 1654 567 680
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=9
num_cat=0
split_feature=50 4 12 49 15 4 3 4
split_gain=4.72242e-05 6.81978e-05 4.31686e-05 7.12866e-05 8.31766e-05 7.89959e-05 0.000146073 4.66553e-05
threshold=0.086465000000000014 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 -0.073314999999999991 -0.23071499999999998 0.0066850000000000008 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.00036977202577428639 -0.000414168411737512 0.00036478016376166958 0.00015073617602816069 -0.00024198248870782249 -0.00060223703614654413 0.00029571752394670799 0.00084612456708280895 -0.00025200035528577741
leaf_weight=0.0013228010156726673 0.0010065695278269554 0.0019190326781301321 0.0010040453679667576 0.001453176096864313 0.0012870231057089412 0.0011716474028331334 0.0012368457661047771 0.0012210719169217946
leaf_count=268 715 396 182 191 290 1307 80 481
internal_value=0 3.02188e-05 -4.3607e-05 1.49043e-05 -0.000272252 0.000144341 0.000299014 1.62017e-05
internal_weight=0 0.0106156 0.00869661 0.00737381 0.00229107 0.00508274 0.00362957 0.00239272
internal_count=3910 3195 2799 2531 472 2059 1868 1788
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=8
num_cat=0
split_feature=47 43 52 150 3 0 43
split_gain=1.45984e-05 3.79799e-05 4.99518e-05 3.4597e-05 3.89616e-05 4.78703e-05 4.33162e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 0.087235000000000021 0.096385000000000012 -0.13027499999999997 -0.07526999999999999
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=0.018811574757644323 -0.011312557170240777 0.031183142965459779 -0.015859914298488383 -0.0099714040895224915 -0.0079120549442011148 0.020742667929444625 -0.0064304203511639001
leaf_weight=0.0010826106845660101 0.0010322241766213191 0.0010096651123202129 0.0017891928559768799 0.0015180483931064546 0.0012192103828869826 0.0010270632933948344 0.0013680424984749808
leaf_count=248 179 194 959 340 193 697 1100
internal_value=0 0.00124221 -0.001156 0.0031273 0.00742759 0.0129205 0.00522188
internal_weight=0 0.00901383 0.00793122 0.00614203 0.00462398 0.00340477 0.00239511
internal_count=3910 3731 3483 2524 2184 1991 1797
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=7
num_cat=0
split_feature=42 157 43 0 16 0
split_gain=1.56345e-05 3.14337e-05 4.5836e-05 4.93593e-05 2.59644e-05 3.79138e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 -0.070894999999999986 -0.055679999999999993 -0.16443499999999997
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=-0.010104589753320608 -0.013201390023032106 -1.3719004601375274e-05 -0.0077422670050770878 0.029305626325170465 -0.011631961453347139 0.013201725418137794
leaf_weight=0.0013377651414651697 0.0012444107084723741 0.0010731863774217525 0.0015958976373527177 0.0012349318064052346 0.0016489761458293329 0.001885499019615058
leaf_count=1060 620 679 169 276 407 699
internal_value=0 0.00150905 0.00397001 0.0156733 -0.0012952 0.00360085
internal_weight=0 0.0086829 0.00743849 0.00230812 0.00513037 0.0034814
internal_count=3910 2850 2230 955 1275 868
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=9
num_cat=0
split_feature=4 15 160 151 2 12 15 4
split_gain=3.4244e-05 5.83287e-05 3.6819e-05 5.28886e-05 5.14862e-05 5.497e-05 7.33616e-05 4.75033e-05
threshold=0.28937500000000005 -0.43091499999999999 0.091575000000000017 -0.016164999999999995 0.10113500000000002 0.093125000000000013 -0.017214999999999998 -0.14963999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -6
right_child=1 -3 -4 4 7 -7 -8 -9
leaf_value=0.00031154562903208948 -0.0001112660478934471 0.0005387780686096097 -0.00040877681259727204 -0.00050551663146361134 -6.5693331931730985e-05 0.00038155999181045225 0.00013071462917187907 -0.00064842224136974435
leaf_weight=0.0015715594179498398 0.0010365637464794511 0.001087491249192999 0.0010060796496143111 0.0011180822781735663 0.0011595166759801523 0.0012472639453415821 0.0018491953852432638 0.0010031362213735731
leaf_count=478 209 217 347 466 162 538 1082 411
internal_value=0 0.000221549 -5.53739e-05 -1.06434e-05 -9.00419e-05 3.61638e-05 -0.00010902 -0.000335989
internal_weight=0 0.00212405 0.00895483 0.00794875 0.00637719 0.00421454 0.00296728 0.00216265
internal_count=3910 426 3484 3137 2659 2086 1548 573
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=8
num_cat=0
split_feature=50 12 48 4 49 3 43
split_gain=3.33898e-05 5.44933e-05 7.46312e-05 7.9217e-05 0.000108859 0.000102248 7.21285e-05
threshold=0.084340000000000012 -0.036459999999999992 0.11028500000000001 0.28937500000000005 -0.00064499999999999985 0.086245000000000016 -0.074254999999999988
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=-0.00032533992521427575 -0.00033994619374278618 -0.00032509404646245704 -0.00041008945558295557 0.00063427458125216347 0.0003257489965656115 0.00066332964133302428 -0.00025937522576409845
leaf_weight=0.0014411047459060309 0.0010458831223445547 0.001903512488270153 0.0010281118397233733 0.0011206346105044774 0.0016420309733367162 0.0014515392419623338 0.0015984451357427931
leaf_count=451 731 430 131 174 666 108 1219
internal_value=0 2.79464e-05 8.61699e-05 0.000152292 7.03994e-05 0.000230848 3.7122e-05
internal_weight=0 0.0101854 0.00874427 0.00771616 0.00659553 0.00469202 0.00324048
internal_count=3910 3179 2728 2597 2423 1993 1885
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=8
num_cat=0
split_feature=3 15 2 16 13 16 15
split_gain=1.61672e-05 2.82974e-05 3.20209e-05 7.06546e-05 2.84634e-05 3.8087e-05 2.50552e-05
threshold=0.13772500000000001 -0.16430499999999995 0.097575000000000009 -0.041434999999999993 0.076210000000000014 0.0032450000000000005 -0.031229999999999997
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=0.011608860051196471 0.0096401811952622467 -0.0049330374511632295 -0.028474612807229273 0.0052394745482081395 0.014776071237066341 -0.019236919097998476 0.015433942093776668
leaf_weight=0.0013456278306473732 0.0014716468550153823 0.0015249651133750657 0.0013815173763789823 0.0011300892399377042 0.0010979483495987107 0.0010893743771743453 0.0010001511479142864
leaf_count=347 239 514 354 485 196 466 1309
internal_value=0 -0.00170545 -0.00418552 -0.0133051 0.000674963 -0.00360843 0.00313394
internal_weight=0 0.00856967 0.00722405 0.00251161 0.00471244 0.00361449 0.00252512
internal_count=3910 3671 3324 839 2485 2289 1823
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=7
num_cat=0
split_feature=52 160 4 13 3 12
split_gain=1.4388e-05 3.77815e-05 3.76082e-05 3.20971e-05 4.44521e-05 2.76e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.083924999999999986 -0.032959999999999996 0.091650000000000023
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0064094602603103059 -0.019393815957272541 0.022380678402813312 0.014503810318240357 -0.016833257419759797 0.0060803489289935949 -0.0010061478531568717
leaf_weight=0.0015548523339488233 0.0011345756606015063 0.0010069152491278149 0.0019238098150208324 0.0016777662510380929 0.0017091344930736762 0.0010115852283098456
leaf_count=795 924 400 395 1051 234 111
internal_value=0 -0.00280372 0.00515624 0.000678489 -0.00527035 0.0106602
internal_weight=0 0.00653998 0.00347866 0.0054054 0.0033869 0.0020185
internal_count=3910 2720 1190 1796 1285 511
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=11
num_cat=0
split_feature=50 15 47 3 3 150 1 43 3 2
split_gain=4.69862e-05 8.56207e-05 6.99013e-05 7.93584e-05 7.79923e-05 8.79509e-05 7.89826e-05 3.82199e-05 2.12528e-05 1.83976e-05
threshold=0.086465000000000014 -0.26361999999999991 0.08593000000000002 -0.06656999999999999 0.096385000000000012 0.087235000000000021 0.076710000000000014 -0.083899999999999988 0.14320000000000002 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -6 -8
right_child=-2 2 3 -5 8 -7 9 -9 -10 -11
leaf_value=0.000570689051769362 -0.00040180947291241207 5.7072120943387275e-05 0.00010243975488993744 -0.00062503054288532301 0.00060398397607524536 -0.00057162283563047295 0.00015226870092186769 -0.00047208695080290384 0.00020215497131810629 0.00052084807232400342
leaf_weight=0.0010414680698804342 0.0010303173109141176 0.0010994075932406219 0.0010058525020417146 0.00135074207881386 0.0010012077218623167 0.0010116210788308376 0.0010061704085771114 0.0010040317942375764 0.0010232277391999487 0.0010790358256520221
leaf_count=264 715 371 263 121 127 264 274 1127 105 279
internal_value=0 3.67526e-05 -2.12852e-05 -0.000314528 7.43665e-05 -5.27451e-05 7.25717e-05 -0.000195511 0.000400884 0.000342998
internal_weight=0 0.0106228 0.0095813 0.00235659 0.0072247 0.00520027 0.00418865 0.00210344 0.00202444 0.00208521
internal_count=3910 3195 2931 384 2547 2315 2051 1498 232 553
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=9
num_cat=0
split_feature=50 15 12 160 2 13 3 4
split_gain=2.57044e-05 4.80245e-05 4.13635e-05 5.25452e-05 6.81298e-05 9.10387e-05 4.48299e-05 3.86495e-05
threshold=0.084340000000000012 -0.24219999999999997 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -1.0000000180025095e-35 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00042400152882841809 -0.00029826335378181287 -0.00034058734124219699 0.00014969761074573235 -0.0003511168067961556 0.00029626416926635947 -0.00058420887575089077 0.00066417835919025401 -5.421798773847057e-05
leaf_weight=0.0010565908715366558 0.0010185873391430735 0.0013053087469658831 0.0018254277221325436 0.0011389760661785677 0.0015066769091603639 0.001120450330698427 0.0010122489107038976 0.0010021900144235828
leaf_count=276 731 284 880 308 171 807 82 371
internal_value=0 2.87471e-05 -1.81173e-05 3.72238e-05 0.000105619 -7.23385e-05 0.000333222 -0.000333977
internal_weight=0 0.00996787 0.00891128 0.00760597 0.00646699 0.00362932 0.00283768 0.00212264
internal_count=3910 3179 2903 2619 2311 1349 962 1178
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=7
num_cat=0
split_feature=4 151 0 3 47 12
split_gain=1.47069e-05 3.26958e-05 5.03945e-05 2.66614e-05 2.80297e-05 1.93622e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 0.11476000000000001 0.084695000000000006 0.084100000000000022
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=0.010966018382772592 0.0078691469931077233 -0.024263624221002464 -0.0015558515590209372 0.013084979672881783 0.0066076965338191136 -0.01805563296712772
leaf_weight=0.0015915794787334748 0.0019060223890004146 0.0011261129603099768 0.0013409774130941012 0.0010750148030881229 0.0014914494572372075 0.0015143996086333265
leaf_count=558 426 201 365 102 325 1933
internal_value=0 -0.00188936 -0.00501405 -0.00101593 -0.00450323 -0.0103068
internal_weight=0 0.00813953 0.00654795 0.00542184 0.00434683 0.00285538
internal_count=3910 3484 2926 2725 2623 2298
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=8
num_cat=0
split_feature=47 43 16 16 4 49 2
split_gain=1.57348e-05 3.1926e-05 5.02772e-05 3.06206e-05 4.5555e-05 3.45114e-05 3.28936e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 -0.0099649999999999982 -0.0040999999999999986 -0.029304999999999998 0.099990000000000009
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=0.017442190180576283 -0.011737281865173713 -0.01812666609956223 -0.018510327034332887 0.013837292559806261 0.015769691773973703 -0.016629861284965474 0.0086918540548220329
leaf_weight=0.0010790659878690901 0.0010308966255333863 0.0012225348456715167 0.0013448295601564712 0.0017972172888001646 0.0015020893315586471 0.0010432001929173075 0.0010093960967946936
leaf_count=248 179 1334 494 736 227 428 264
internal_value=0 0.00130568 -0.000893057 0.00271063 -0.00147528 0.0042515 -0.00417751
internal_weight=0 0.00899833 0.00791927 0.00657444 0.00477722 0.00355469 0.0020526
internal_count=3910 3731 3483 2989 2253 919 692
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=10
num_cat=0
split_feature=1 15 43 3 16 0 49 12 2
split_gain=4.46197e-05 3.92109e-05 5.07734e-05 5.17059e-05 7.24426e-05 0.000104452 9.48903e-05 7.88917e-05 4.63385e-05
threshold=0.13662500000000002 -0.11739999999999999 -0.18906999999999999 -0.115685 -0.19424999999999998 -0.087899999999999992 -0.006494999999999999 0.09302500000000001 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 6 -6 -7 -1
right_child=-2 2 3 4 5 7 -8 -9 -10
leaf_value=-0.0005539574898426416 0.00038456273955579683 0.00040658716643217238 0.00028848644585357744 -0.00056068619250874583 -0.00011172834945498127 -0.00068590792258538583 0.0006548661157306161 6.8035094299017605e-05 2.3743098731623994e-05
leaf_weight=0.0011360055482675959 0.0010154213792214041 0.001103794480705079 0.0014348746097206629 0.0011807473944917546 0.0012912902783896625 0.0011425065179217157 0.0011955846471520476 0.0010011984990351561 0.0010070395837952775
leaf_count=313 225 193 265 199 204 1309 420 624 158
internal_value=0 -4.58923e-05 1.48309e-05 -4.48442e-05 -0.000127147 -1.65991e-05 0.000256818 -0.000333785 -0.00028249
internal_weight=0 0.010493 0.00835 0.0072462 0.00581133 0.00463058 0.00248687 0.00214371 0.00214305
internal_count=3910 3685 3214 3021 2756 2557 624 1933 471
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=8
num_cat=0
split_feature=42 51 12 12 1 16 16
split_gain=1.38958e-05 2.71458e-05 3.59466e-05 3.67542e-05 7.38543e-05 6.30856e-05 6.08701e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 0.090585000000000013 0.094695000000000015 -0.30307999999999996 -0.067969999999999989
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=-0.0095017210444815932 -0.011819369232167498 0.0065433066214682636 -0.012346490800874913 0.021992868315611109 -0.0045770036521517558 0.026949007040304198 -0.026007263970857165
leaf_weight=0.0013440921979432875 0.0013136783279068739 0.001117228591832944 0.0011636135268538947 0.0012681146595007438 0.0010593835981904034 0.0015834869762754607 0.0011826143922894132
leaf_count=1060 521 487 245 487 253 331 526
internal_value=0 0.0014243 0.00378352 0.00680551 0.00290901 0.0143119 -0.0101947
internal_weight=0 0.00868812 0.00737444 0.00621083 0.00494271 0.00264287 0.00229984
internal_count=3910 2850 2329 2084 1597 584 1013
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=7
num_cat=0
split_feature=51 1 12 4 52 15
split_gain=1.55542e-05 2.52539e-05 2.77142e-05 4.72923e-05 6.77231e-05 3.31794e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.0089849999999999982 -0.0037349999999999992 0.071660000000000015 -0.095799999999999982
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=0.0094730798403689209 -0.018955676321057744 0.0091247852814607712 -0.029703835106889332 -0.0033334551058821806 0.002823534981994886 0.017321234697160619
leaf_weight=0.0014680682758889544 0.0010986573868185957 0.0017282486759550774 0.0011490402667452156 0.0016015015951510124 0.0014450945806240157 0.0015120042075059861
leaf_count=515 255 451 1055 282 910 442
internal_value=0 -0.0016703 -0.00441138 -0.00161177 -0.0115841 0.00669703
internal_weight=0 0.00853455 0.0068063 0.00570764 0.00259413 0.00311351
internal_count=3910 3395 2944 2689 1965 724
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=2.89961e-05 5.08643e-05 7.29664e-05 8.30753e-05 6.23349e-05 9.24254e-05 8.56574e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.10004000000000002 -1.0000000180025095e-35
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=0.00031662337010376511 -0.00031996441808029375 -0.00050725170753846533 -0.00049079288806313528 0.00049411859263158268 -0.00038642112892007445 0.00057034298794327574 0.00015817247982749405
leaf_weight=0.0019064405805223747 0.0010133440505517401 0.0011066713036996254 0.0013011820361735998 0.0012452389838395967 0.0016528949050583818 0.0010407054965208967 0.0019595725774768018
leaf_count=802 731 759 370 532 306 223 187
internal_value=0 2.77834e-05 -3.85107e-05 3.35409e-05 -6.27801e-05 6.15834e-05 -0.000100793
internal_weight=0 0.0102127 0.00830627 0.00719959 0.00595436 0.00430146 0.00326075
internal_count=3910 3179 2377 1618 1086 780 557
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=9
num_cat=0
split_feature=50 160 12 2 3 2 49 15
split_gain=5.03196e-05 7.03421e-05 7.14362e-05 4.09261e-05 8.8967e-05 5.72078e-05 8.50853e-05 0.000187887
threshold=0.086465000000000014 -0.026849999999999995 -0.023959999999999995 0.113945 0.10666500000000002 0.094010000000000024 -0.029304999999999998 -0.064869999999999983
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=0.0003696538962607838 -0.00042950542874016598 -0.0004585191250357179 0.00057416585214666884 -0.00030302136444251084 0.00058166733128180235 -0.000377154231319509 -0.00070746388166239367 0.00040614059224162026
leaf_weight=0.0019139868628128614 0.0010033089864680536 0.0013586202874106548 0.0010521582067086841 0.0011641571405374748 0.0011757469455950346 0.0012686009710835069 0.0010619695191479426 0.0012901619702916465
leaf_count=804 715 362 105 295 88 395 249 897
internal_value=0 3.05312e-05 -4.70037e-05 3.27211e-05 9.95498e-05 -2.17559e-05 0.000110683 -9.66434e-05
internal_weight=0 0.0102854 0.00837142 0.00701279 0.00584864 0.00467289 0.00340429 0.00235213
internal_count=3910 3195 2391 2029 1734 1646 1251 1146
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=7
num_cat=0
split_feature=0 49 43 4 15 2
split_gain=1.66394e-05 3.90045e-05 6.22348e-05 6.05042e-05 2.14935e-05 3.32412e-05
threshold=0.055865000000000005 -0.085174999999999987 -0.13719999999999996 -0.0010999999999999996 -0.055679999999999993 0.086915000000000006
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=-0.01940102365217071 0.0089031033300584535 -0.02051701152909122 0.019344706490251658 -0.021113933756519838 0.0097465416644081787 0.0011396077961157872
leaf_weight=0.0011039865355265011 0.0017218167895263004 0.0011520466106443627 0.001949560607632927 0.0010220534140820423 0.0011210450280775977 0.0019555791656732432
leaf_count=237 255 354 1943 263 239 619
internal_value=0 -0.00189854 0.000785033 0.00484257 -0.00205546 -0.00649878
internal_weight=0 0.00830427 0.00720028 0.00604824 0.00409868 0.00297763
internal_count=3910 3655 3418 3064 1121 882
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=8
num_cat=0
split_feature=52 15 52 49 12 52 0
split_gain=1.50918e-05 3.87036e-05 3.02941e-05 2.86346e-05 7.01825e-05 4.58942e-05 2.80254e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.029304999999999998 0.095295000000000019 0.10062000000000001 -0.10131499999999999
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=0.019706965347237697 -0.015691417274626147 -0.0050154733344600164 0.014914381408342732 0.0057177174635550361 -0.02334576306805131 0.019665762201964244 -0.015901826967222261
leaf_weight=0.0011957966055261117 0.001378580919762798 0.0013460458782398954 0.0011529127175351466 0.0013655690942116681 0.0012246224996912943 0.0012714619238673604 0.0010689531559817042
leaf_count=464 527 507 212 234 521 482 963
internal_value=0 0.00661507 -0.00230669 0.00072641 -0.00259113 0.00426713 -0.00377502
internal_weight=0 0.00254184 0.0074621 0.00608352 0.00493061 0.00370598 0.00243452
internal_count=3910 971 2939 2412 2200 1679 1197
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=7
num_cat=0
split_feature=0 49 2 47 15 0
split_gain=1.57365e-05 3.63965e-05 5.43979e-05 4.9792e-05 5.0202e-05 3.45704e-05
threshold=0.055865000000000005 -0.085174999999999987 0.11230000000000001 0.09252500000000001 1.0000000180025095e-35 -0.087614999999999985
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=-0.018773180042128922 0.0086863650317346545 0.027437416571696377 -0.013541838776406254 -0.011184857160123414 -0.0074725496465599594 0.0054269127408675894
leaf_weight=0.0011008173535055179 0.0017133020800978649 0.0017084162016424093 0.0019402010505813645 0.0012673153440914461 0.0010240652905641086 0.0012254288954614417
leaf_count=237 255 630 564 297 1307 620
internal_value=0 -0.00184389 0.000756942 0.00606628 0.0115901 0.0182439
internal_weight=0 0.00826624 0.00716543 0.00522523 0.00395791 0.00293385
internal_count=3910 3655 3418 2854 2557 1250
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=7
num_cat=0
split_feature=4 12 49 160 12 0
split_gain=1.42635e-05 2.50301e-05 4.61804e-05 6.60143e-05 5.68179e-05 6.43808e-05
threshold=0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.069910000000000014 0.051320000000000005 -0.053834999999999994
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=-0.014755043829811763 0.0077644700015695014 -0.03032965161688472 0.018767228819820039 0.0058287738774589429 0.010997178490669071 -0.019545660961700271
leaf_weight=0.0012698242105676103 0.0018992213312255543 0.0010032251402417799 0.0019973256618689168 0.001016525804773025 0.0014683218856749777 0.0013021991963332443
leaf_count=305 426 414 262 171 2074 258
internal_value=0 -0.001869 0.000541716 -0.0121314 0.00591028 -0.00335855
internal_weight=0 0.00805742 0.0067876 0.00201975 0.00476785 0.00277052
internal_count=3910 3484 3179 585 2594 2332
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=10
num_cat=0
split_feature=376 160 1 47 43 52 15 3 3
split_gain=4.70761e-05 4.49334e-05 5.43596e-05 5.68935e-05 6.01698e-05 6.68082e-05 4.78007e-05 4.51367e-05 1.57046e-05
threshold=0.048375000000000008 0.090735000000000024 0.12864500000000004 0.09252500000000001 -0.14252999999999996 0.084240000000000023 -0.097269999999999981 -0.082974999999999979 0.088060000000000013
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=-0.00041253207406075998 0.00035595438829180741 -0.00042991685232276848 0.0003624735861592033 -0.00044372715618027004 0.00056330176146892176 -0.00028363419039543564 0.00042879581000639317 -0.00025042461960981556 9.3019693775189057e-05
leaf_weight=0.0010885935078544327 0.0012590775385125973 0.0010508239427016392 0.0013442543282797337 0.001272918399632123 0.0011124086886962386 0.00137138136329809 0.0010052834812679847 0.0010227309051740732 0.0010248131275953903
leaf_count=260 206 353 253 304 191 942 589 659 153
internal_value=0 -4.57093e-05 -2.02634e-06 -6.40639e-05 8.88176e-06 9.17389e-05 0.000215328 8.85317e-05 -7.85278e-05
internal_weight=0 0.0102932 0.00924238 0.00789813 0.00662521 0.00553662 0.00416524 0.00305283 0.00204754
internal_count=3910 3704 3351 3098 2794 2534 1592 1401 812
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=7
num_cat=0
split_feature=376 43 3 47 4 3
split_gain=1.76123e-05 3.66564e-05 5.96771e-05 3.3231e-05 6.82709e-05 6.16649e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.078669999999999976 0.077065000000000008 -0.06272999999999998 0.096385000000000012
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=-0.0032793960882627621 0.01211390613338739 -0.020990602253577836 0.026511823042026157 -0.019460979590537063 -0.0069246704193862418 0.020512150929573602
leaf_weight=0.0018095492885927085 0.0010662326664009356 0.0013273585187131053 0.0010700056347078164 0.00139422180686992 0.0017559309208400383 0.0015354856048282806
leaf_count=1060 206 1151 357 287 625 224
internal_value=0 -0.00148715 0.00779064 -0.00593017 -0.00184577 0.00587494
internal_weight=0 0.00889255 0.00287955 0.006013 0.00461878 0.00329142
internal_count=3910 3704 1417 2287 2000 849
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 43
split_gain=1.81189e-05 4.32708e-05 4.37347e-05 6.61315e-05 4.38842e-05 2.93367e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.10783 -0.044024999999999988
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=-0.019892597145551527 0.020253693462143556 -0.022784247222738616 0.015319780921264597 0.011717820446333287 0.0031176810220341412 -0.0012523031302149555
leaf_weight=0.0012092447429587951 0.0010287068103622848 0.0018125022152663758 0.0015490712424379854 0.0016551101332364102 0.0010234400884661366 0.0016543831220496689
leaf_count=597 181 319 408 1441 699 265
internal_value=0 -0.00262575 0.000831105 -0.00416639 -0.0134367 0.00699318
internal_weight=0 0.00724937 0.00604012 0.00449105 0.00283594 0.00268309
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=9
num_cat=0
split_feature=50 150 133 0 47 4 16 16
split_gain=3.0897e-05 5.31381e-05 4.71386e-05 5.79081e-05 9.20361e-05 5.87495e-05 6.31191e-05 4.10185e-05
threshold=0.084340000000000012 0.11398500000000002 0.088055000000000008 -0.017269999999999997 1.0000000180025095e-35 0.0057500000000000008 -0.0099649999999999982 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00029868436871745345 -0.0003300661237196946 -0.0003916818728590949 -0.00030778291438976431 0.00047021675250667028 -5.7270236898586816e-06 0.00049264040936437456 0.00034265111802063035 -0.0005584675116674494
leaf_weight=0.0011986076872393604 0.0010051142891829941 0.001024489462957418 0.0010587322060797997 0.0015648679642464034 0.0010053557084498538 0.0017302404220851464 0.0011619498056852956 0.0010608331973021266
leaf_count=791 731 158 680 309 88 420 463 270
internal_value=0 3.09043e-05 8.02103e-05 0.000133407 4.78035e-05 0.000218179 1.70036e-05 -0.000289518
internal_weight=0 0.00980508 0.00878059 0.00772185 0.00615699 0.0040908 0.00236056 0.00206619
internal_count=3910 3179 3021 2341 2032 1674 1254 358
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=9
num_cat=0
split_feature=50 150 15 16 0 12 0 0
split_gain=6.57296e-05 6.43951e-05 6.53219e-05 4.71614e-05 9.0949e-05 4.86594e-05 7.00551e-05 6.80651e-05
threshold=0.086465000000000014 0.11398500000000002 -0.15202999999999997 -0.30307999999999996 -0.13027499999999997 0.090840000000000018 -0.053834999999999994 -0.060094999999999989
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=0.00051576798978611915 -0.00047815462981956564 -0.0004104582895667626 -0.00034881983611663529 0.00049067171609500537 -0.00052972505571794001 0.00053136248415710727 -0.00015659505862164596 8.4313387848939912e-05
leaf_weight=0.001262560466868721 0.0010004266083636333 0.0010522106024937533 0.0010629273835226398 0.0016812957156718336 0.001331959931042024 0.0011039544613935322 0.001174567249423272 0.0014491962187648294
leaf_count=404 715 158 212 231 1109 644 220 217
internal_value=0 4.86997e-05 0.000101987 3.50436e-05 9.55718e-05 -3.57172e-05 0.000176724 -0.000209764
internal_weight=0 0.0101187 0.00906646 0.0078039 0.00674097 0.00505968 0.00227852 0.00278116
internal_count=3910 3195 3037 2633 2421 2190 864 1326
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=9
num_cat=0
split_feature=50 150 15 47 3 1 4 2
split_gain=3.52848e-05 4.51063e-05 5.19714e-05 5.52469e-05 5.70143e-05 5.45384e-05 3.87181e-05 7.67051e-06
threshold=0.084340000000000012 0.11398500000000002 -0.15202999999999997 0.09252500000000001 0.10666500000000002 1.0000000180025095e-35 0.0051950000000000008 0.097360000000000016
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=0.000459404776371933 -0.00034708913251812735 -0.0003546430008181295 -0.00035281522451760479 -0.00031261536378362787 0.00047142584897390982 1.0647002342554864e-05 0.00049352307227933958 -0.0001140570655380457
leaf_weight=0.0012132466115091639 0.0010110448504438907 0.0010115131061294051 0.0010294627758951692 0.0015154977110750558 0.0012917232398380295 0.0017300892849469777 0.0010117602350674937 0.0010399098071544259
leaf_count=400 731 158 1155 258 123 585 94 406
internal_value=0 3.75647e-05 8.24851e-05 2.24602e-05 0.000105667 7.46756e-06 0.000188831 -0.000232833
internal_weight=0 0.0098432 0.00883169 0.00761844 0.00610295 0.00481122 0.00274185 0.00206937
internal_count=3910 3179 3021 2621 2363 2240 679 1561
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=8
num_cat=0
split_feature=13 51 160 49 12 3 15
split_gain=1.84317e-05 3.46804e-05 4.93128e-05 3.5628e-05 7.85758e-05 4.95807e-05 1.2515e-06
threshold=-0.23438999999999996 0.08955500000000001 -0.081069999999999989 -0.029304999999999998 0.091555000000000011 -0.083884999999999987 -0.099824999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.011197620535646413 0.021153702761344997 -0.017057272937479145 0.0091319954597538239 0.020088919049877051 -0.02611207787878659 -0.0045649116628891217 -0.0095563074570832861
leaf_weight=0.0012761833625424069 0.0010367379426672353 0.0012537739378641792 0.001898085599661422 0.001011715277227702 0.0014765526498400163 0.0010067203463184874 0.0010026025194831705
leaf_count=210 622 425 322 631 870 257 573
internal_value=0 -0.00167279 0.000922419 -0.00235707 -0.00720572 0.0020349 -0.00705549
internal_weight=0 0.00868619 0.00743241 0.00639568 0.00449759 0.00302104 0.00200932
internal_count=3910 3700 3275 2653 2331 1461 830
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=9
num_cat=0
split_feature=1 123 16 1 2 0 2 2
split_gain=6.47051e-05 4.1487e-05 6.24399e-05 6.67531e-05 6.11916e-05 7.91242e-05 5.70106e-05 4.25098e-05
threshold=0.13662500000000002 1.0000000180025095e-35 -0.52908499999999992 0.10786000000000001 0.094010000000000024 0.10302000000000001 0.086650000000000019 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -5
right_child=-2 -3 3 7 5 -7 -8 -9
leaf_value=-0.00053849015162534865 0.0004651319824030204 0.00030851412592769109 -0.0001834338540774641 0.00050431972071846747 -0.0006795233296064963 -2.2669031739725182e-06 0.00034893669153520323 -1.3239183339754116e-05
leaf_weight=0.0010807298651165373 0.0010160040956781026 0.0010929903190988457 0.001913632323229961 0.0011715998601830825 0.0014506561814151974 0.0012218454564870418 0.0012978999942540191 0.0012731795222706288
leaf_count=136 225 276 1247 182 723 120 845 156
internal_value=0 -5.30747e-05 -9.5076e-05 -3.75395e-05 -0.00015069 -0.000369887 3.17169e-05 0.000234788
internal_weight=0 0.0105025 0.00940954 0.00832881 0.00588403 0.0026725 0.00321153 0.00244478
internal_count=3910 3685 3409 3273 2935 843 2092 338
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=8
num_cat=0
split_feature=132 13 1 3 2 12 1
split_gain=3.28353e-05 5.36861e-05 6.78927e-05 5.96382e-05 7.86239e-05 4.95575e-05 4.30693e-05
threshold=0.080815000000000012 -0.083514999999999992 0.099595000000000017 -0.075679999999999983 0.11230000000000001 0.093225000000000016 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -3 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-4.0133071615059237e-05 0.00033749330672473 -0.00069875653680996966 0.00055955081150878218 -6.27425317174483e-05 -0.0003841733316410302 -0.00011656406906631142 0.0003794884176491371
leaf_weight=0.0019789524222683049 0.0010020575008180708 0.0010669884614960372 0.0011462571981894856 0.0016939411807005101 0.0014743665041604234 0.0011880238159832201 0.00169285290852017
leaf_count=846 395 898 258 424 292 479 318
internal_value=0 -3.4405e-05 0.000179818 -0.000128485 -6.22822e-06 -0.000392036 0.000158302
internal_weight=0 0.0102414 0.00312521 0.00711617 0.00486116 0.00225501 0.00338679
internal_count=3910 3515 1104 2411 1034 1377 742
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 2 52 52 3
split_gain=5.12336e-05 7.19535e-05 6.23746e-05 6.63824e-05 0.000126699 8.01671e-05 6.20299e-05 7.56318e-05 4.66623e-05
threshold=0.11930500000000001 0.093225000000000016 0.085845000000000019 0.11198000000000001 0.0043150000000000003 0.10393500000000001 0.084240000000000023 -0.088354999999999989 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00022600302076785376 -0.00042661072539284525 0.00050028212097905751 -0.00046402948451598948 0.00078380291456042761 -0.00014661232137931683 -0.0004378372128468093 -0.00033440423951299343 0.00014402169849125684 0.00072451173869545122
leaf_weight=0.0010379610154629209 0.0010170338794291455 0.0011358116292992581 0.0010864240789787037 0.0011353746490116042 0.0011156110189773547 0.0016640181467485107 0.0010877833986976939 0.0011229863895974648 0.0010123363787498054
leaf_count=401 161 279 398 320 101 455 840 877 78
internal_value=0 3.44974e-05 -2.26194e-05 3.60345e-05 0.00032268 -7.28642e-05 6.96638e-05 0.000208176 0.000419227
internal_weight=0 0.0103983 0.0092625 0.00817607 0.00225099 0.00592509 0.00426107 0.00317328 0.00213532
internal_count=3910 3749 3470 3072 421 2651 2196 1356 955
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=9
num_cat=0
split_feature=50 150 133 0 47 4 16 4
split_gain=3.3216e-05 5.39384e-05 4.82944e-05 7.08992e-05 8.35084e-05 6.28626e-05 6.18889e-05 3.89929e-05
threshold=0.084340000000000012 0.11398500000000002 0.088055000000000008 -0.017269999999999997 1.0000000180025095e-35 0.0057500000000000008 -0.0099649999999999982 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00031454827283873164 -0.00034376460221708196 -0.00038909735957805904 -0.0003101685907934189 0.00049995288659094694 -0.00053755320219181762 0.00048241618146423806 0.00031201499726425571 -3.0538692958289731e-06
leaf_weight=0.0012299652014347733 0.0010135343507873011 0.0010619111739348262 0.0010817925958137688 0.0016010027258065952 0.0010931132096284229 0.0017427698569913454 0.00119493134473736 0.0010092272374495614
leaf_count=791 731 158 680 309 282 420 463 76
internal_value=0 2.87283e-05 7.82875e-05 0.000131677 3.76403e-05 0.000198359 -5.7928e-06 -0.000280967
internal_weight=0 0.0100147 0.0089528 0.00787101 0.00627001 0.00416767 0.0024249 0.00210234
internal_count=3910 3179 3021 2341 2032 1674 1254 358
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=7
num_cat=0
split_feature=4 0 3 42 49 4
split_gain=1.61397e-05 2.61052e-05 4.25145e-05 3.84491e-05 5.67841e-05 1.5539e-05
threshold=0.28937500000000005 -0.06402999999999999 -0.074234999999999982 0.084100000000000022 -0.006494999999999999 0.0045450000000000013
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=-0.017744208637286596 0.0082346258888532347 0.016449848724548934 -0.0063280289431957657 -0.023048238368892582 -0.00048167279821742666 0.015819228778138444
leaf_weight=0.001398983659568765 0.0019091320417346054 0.0016170008909565444 0.0016613103198611131 0.0011037867731947988 0.001161679988490837 0.0011775832599451759
leaf_count=293 426 277 358 1361 931 264
internal_value=0 -0.00198374 0.00490698 -0.00664913 -0.00180698 0.00772419
internal_weight=0 0.00812034 0.00327831 0.00484203 0.00373825 0.00233926
internal_count=3910 3484 635 2849 1488 1195
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=8
num_cat=0
split_feature=376 1 150 52 160 13 4
split_gain=1.5787e-05 3.43095e-05 3.55743e-05 4.6451e-05 4.22038e-05 4.16011e-05 6.90636e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.10218500000000001 -0.026849999999999995 -0.070604999999999987 0.05309500000000001
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=0.014388339353645916 0.011404037794867169 0.013645525239044234 0.0082610579532541948 -0.026373349933493103 0.0031929665711431412 -0.036757174469362747 0.00015831075236956313
leaf_weight=0.0010328197243209582 0.0010766707569474726 0.0012937860444968956 0.0018149193621692936 0.00109109730338446 0.0016742104883559787 0.0010031145550955716 0.0010242840350430614
leaf_count=418 206 276 399 627 737 1028 219
internal_value=0 -0.00141384 -0.0039639 -0.00777254 -0.00348579 -0.00847302 -0.0181067
internal_weight=0 0.00893423 0.00764045 0.00582553 0.00473443 0.00370161 0.0020274
internal_count=3910 3704 3428 3029 2402 1984 1247
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=9
num_cat=0
split_feature=50 15 12 160 2 13 15 2
split_gain=3.42068e-05 6.17915e-05 4.87779e-05 7.56914e-05 6.38938e-05 0.000108198 3.91279e-05 1.13871e-05
threshold=0.084340000000000012 -0.26361999999999991 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.031229999999999997 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00049354034023536006 -0.00034195034120427657 -0.00035118730733341391 0.00056371106562108165 -0.00041656581298144847 0.00034413548327663222 -0.0004788565129872898 0.00010700892246402935 -0.0001924025841169567
leaf_weight=0.0010055180881725434 0.0010357015081996811 0.0014301522003369203 0.0014928746545939263 0.0011708967397202263 0.0015739792874478725 0.0010513082067586787 0.0013953781983838971 0.0010833066264435104
leaf_count=264 731 292 291 308 171 803 673 377
internal_value=0 3.20412e-05 -1.841e-05 4.2859e-05 0.000124404 -4.5892e-05 0.000343068 -0.000333483
internal_weight=0 0.0102034 0.0091979 0.00776774 0.00659685 0.00370859 0.00288825 0.00213461
internal_count=3910 3179 2915 2623 2315 1351 964 1180
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=8
num_cat=0
split_feature=14 49 2 2 3 52 43
split_gain=1.47288e-05 3.97924e-05 6.43427e-05 3.91254e-05 3.53427e-05 4.89894e-05 3.01491e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.114165 0.10113500000000002 0.090325000000000003 -1.0000000180025095e-35 -0.00084499999999999994
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=-0.011548443945380992 -0.017423557301490727 0.019538801779907123 0.02246009031807274 -0.019247396987088113 0.015424614278785637 -0.0079520354641098422 0.013624680247297963
leaf_weight=0.0010003182327497249 0.0017999687477238697 0.0010500483292246966 0.0010063004807772972 0.0014438008928254536 0.0010844646790645288 0.0011688381380580873 0.0014521740696808315
leaf_count=196 738 701 322 320 138 1007 488
internal_value=0 0.00124203 -0.00117295 -0.00459518 -0.000752645 -0.00472092 0.00400256
internal_weight=0 0.0090056 0.00795555 0.00694925 0.00550545 0.00442098 0.00262101
internal_count=3910 3714 3013 2691 2371 2233 1495
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=8
num_cat=0
split_feature=52 15 160 52 2 16 15
split_gain=1.50969e-05 3.99793e-05 2.93272e-05 4.24472e-05 5.94014e-05 8.49663e-05 5.75714e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.043720000000000009 0.11110500000000002 0.10113500000000002 -0.30307999999999996 -0.0071449999999999994
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=0.019869190084146331 -0.0086376614971950174 -0.005353727004130387 -0.017533967317882371 0.016722592363297765 0.0040465299706377049 -0.036563045449675473 0.01880700130697073
leaf_weight=0.001199976364786655 0.0015285283907458533 0.0013193248078345052 0.0010798055643277049 0.0012607689780977857 0.0010000948498241132 0.0010626690711765619 0.0015288614661301285
leaf_count=464 571 507 277 595 178 256 1062
internal_value=0 0.00666028 -0.00229295 0.000286199 -0.00376104 -0.0168742 0.00508616
internal_weight=0 0.0025193 0.00746073 0.00638092 0.00512015 0.00206276 0.00305739
internal_count=3910 971 2939 2662 2067 434 1633
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=7
num_cat=0
split_feature=13 3 39 3 15 42
split_gain=1.55958e-05 3.44709e-05 3.7738e-05 4.18843e-05 7.98855e-05 3.86077e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.100615 -0.053579999999999996 0.078965000000000021
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=0.010310193666882059 0.016586229391572695 -0.015798310450941534 0.016032244490466512 0.0031710033321944403 -0.029193132000228824 -0.007763875593719341
leaf_weight=0.0012718569102754341 0.0016261043966203435 0.0014195884293483965 0.0013936011415256857 0.0018578378431122848 0.0012938076777769235 0.0010860007457792992
leaf_count=210 364 138 416 870 1746 166
internal_value=0 -0.00154712 0.00124051 -0.00227495 -0.0101151 0.00683578
internal_weight=0 0.00867694 0.00725735 0.00586375 0.00315165 0.00271211
internal_count=3910 3700 3562 3146 2616 530
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=8
num_cat=0
split_feature=157 160 42 160 43 4 4
split_gain=1.54288e-05 4.70992e-05 4.92593e-05 3.79907e-05 3.57202e-05 5.18176e-05 3.94833e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.00072999999999999985 0.27608500000000008
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=0.011309584233984005 -0.0192947003830541 -0.01840793531927485 0.020420110772594011 -0.011601610214949079 0.01765823486595107 -0.01941179985012418 0.0071161493868822576
leaf_weight=0.0010705729060288506 0.0012613574283760745 0.0010614424507954193 0.0016856879136821624 0.0011589601091495753 0.0014398692362962112 0.0011654413062491345 0.0010818872328190253
leaf_count=517 856 878 344 301 631 198 185
internal_value=0 -0.00140031 0.00157221 0.00481904 0.00836106 0.00284799 -0.00664097
internal_weight=0 0.00885465 0.00759329 0.00653185 0.00537289 0.0036872 0.00224733
internal_count=3910 3393 2537 1659 1358 1014 383
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=8
num_cat=0
split_feature=50 12 48 1 2 0 4
split_gain=3.02445e-05 4.65714e-05 6.41972e-05 9.33082e-05 6.97618e-05 7.21075e-05 3.93471e-05
threshold=0.084340000000000012 -0.036459999999999992 0.11028500000000001 0.11198000000000001 0.084235000000000018 -0.089879999999999974 -0.23071499999999998
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=-0.00030122349848631477 -0.00032744152952113661 0.00038722622098527013 -0.00037985387476245262 0.000514473510458218 -0.00041998316738372696 -0.00011635267715953484 0.00039658840366757915
leaf_weight=0.0014172363406783116 0.0010167359058064753 0.0014321943750693449 0.0010145570109434919 0.0019493364061914271 0.0017259888916431355 0.0013113827619307716 0.0010238566456962745
leaf_count=451 731 516 131 270 472 193 1146
internal_value=0 2.77235e-05 8.28469e-05 0.00014592 1.51388e-05 -0.000116078 0.00010854
internal_weight=0 0.00987455 0.00845732 0.00744276 0.00549342 0.00406123 0.00233524
internal_count=3910 3179 2728 2597 2327 1811 1339
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=9
num_cat=0
split_feature=151 2 2 2 4 16 47 0
split_gain=1.50563e-05 4.28811e-05 3.41952e-05 4.58604e-05 4.95381e-05 0.000103185 3.69997e-05 2.74239e-05
threshold=-0.084764999999999993 -1.0000000180025095e-35 0.086650000000000019 0.095040000000000013 0.27020000000000005 -0.078399999999999984 0.086165000000000005 0.11015500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.010298461093583533 0.020032005097420147 -0.02471757975401194 0.021044704345149216 -0.033144479809184807 0.017210293015040228 -0.0056025166768425864 0.0015931027234447886 0.016812900938777395
leaf_weight=0.0012484123874781329 0.0010860234628254249 0.0010992865028334933 0.0011185418554686298 0.0010740409389924442 0.0010515021028577676 0.0011907685661378671 0.0010402742698420791 0.0010076902106183122
leaf_count=406 248 1029 784 250 274 563 226 130
internal_value=0 0.00144774 -0.00121418 0.00299647 -0.00167229 -0.00773954 -0.0119251 0.00467186
internal_weight=0 0.00866813 0.0075821 0.00544254 0.004324 0.0032725 0.00213956 0.00219846
internal_count=3910 3504 3256 2001 1217 943 1255 693
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=9
num_cat=0
split_feature=50 160 12 4 49 3 15 151
split_gain=5.68422e-05 5.42539e-05 6.77915e-05 5.83575e-05 6.31005e-05 9.54522e-05 7.42483e-05 4.9545e-05
threshold=0.086465000000000014 0.091575000000000017 -0.036459999999999992 -0.23071499999999998 -0.00064499999999999985 -0.075954999999999981 -0.064869999999999983 -0.0074049999999999993
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=-0.00031006058105577253 -0.00044931199908435153 -0.0003889439293632348 -0.00020467789886377733 0.00025273943417851956 1.597451322055982e-05 0.0002732367392368866 0.00093080447451067503 -0.00034471466205130877
leaf_weight=0.0014146072907526537 0.0010064941392120249 0.0010281491398088311 0.0014197189918991266 0.0010782529765841556 0.0017747493842008009 0.001312563888524678 0.0013282647632413026 0.0010565364247750167
leaf_count=414 715 318 209 249 1342 202 291 170
internal_value=0 3.86607e-05 8.55074e-05 0.000155717 0.000233828 0.000367641 0.000603975 -4.29488e-05
internal_weight=0 0.0104128 0.00938469 0.00797009 0.00655037 0.00441558 0.00264083 0.00213479
internal_count=3910 3195 2877 2463 2254 1835 493 419
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=8
num_cat=0
split_feature=50 160 12 4 15 0 15
split_gain=2.56432e-05 4.88529e-05 5.21267e-05 4.18096e-05 5.65327e-05 7.82902e-05 3.45593e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.023959999999999995 -0.23071499999999998 -0.07142999999999998 -0.074514999999999984 -0.10071499999999999
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=0.00031521855369981774 -0.00030418870856683113 -0.00040910980240835271 -0.00030916576037175772 8.4258289201508517e-05 1.4456672513249423e-05 0.00070283066666131273 -0.00035203488191854084
leaf_weight=0.001813964809533177 0.001003994695751422 0.0012492119180139202 0.0011713801059919544 0.0017632625511593025 0.0014827376209666603 0.0011112954081086131 0.0011554103195040859
leaf_count=802 731 361 169 273 979 293 302
internal_value=0 2.49191e-05 -4.14585e-05 2.72531e-05 9.87378e-05 0.000309359 -8.84564e-05
internal_weight=0 0.00974726 0.0079333 0.00668409 0.00551271 0.00259403 0.00291867
internal_count=3910 3179 2377 2016 1847 1272 575
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=9
num_cat=0
split_feature=48 2 40 47 1 1 4 2
split_gain=4.66126e-05 9.23854e-05 6.32215e-05 8.61314e-05 5.09515e-05 4.16355e-05 7.59836e-05 5.65485e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.10247000000000002 0.11113500000000003 0.10723500000000001 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 7 -4
right_child=-2 4 3 -5 -6 -7 -8 -9
leaf_value=-0.00048704148478811884 -0.00040650955846531077 8.6692454214128294e-05 0.00013650094916826236 0.00053555710800804607 0.00069719943924770962 -0.00040571540988163646 0.00037807216300503918 -0.00037669337367276362
leaf_weight=0.0011437447895657213 0.0010111239521074069 0.0010203457876051493 0.0014337369424811989 0.0010244808464480049 0.001083876353967823 0.0012032164949411254 0.0014463035703559009 0.0019458718052491311
leaf_count=269 161 269 1134 184 286 170 356 1081
internal_value=0 3.4665e-05 -5.94131e-05 9.92699e-06 0.000401162 -7.93891e-05 1.97197e-06 -0.00015898
internal_weight=0 0.0103016 0.00819735 0.00705361 0.00210422 0.00602913 0.00482591 0.00337961
internal_count=3910 3749 3194 2925 555 2741 2571 2215
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=9
num_cat=0
split_feature=50 12 160 2 13 4 3 0
split_gain=2.24025e-05 5.57833e-05 5.52403e-05 4.45559e-05 5.7654e-05 5.85015e-05 4.23843e-05 7.30568e-05
threshold=0.083215000000000011 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.0077799999999999996 -1.0000000180025095e-35 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00033163337375543547 -0.00027888162705709221 -0.00018185179203923901 -0.0003118232516761494 0.00031947878026361099 -0.00050786064700473305 9.4894455506739847e-05 0.00066016242067440541 0.00053464278773177997
leaf_weight=0.0014119308919769711 0.0010028876793980899 0.0011040369652558059 0.0011377853798058592 0.0015067238404464943 0.0010891063905340724 0.0014344689512430639 0.0010018391675981411 0.0010846747417032343
leaf_count=449 739 799 311 186 807 431 83 105
internal_value=0 2.88482e-05 8.97403e-05 0.000153014 1.59728e-05 -0.000165238 0.000326125 0.000173226
internal_weight=0 0.00977057 0.00835864 0.00722085 0.0040303 0.00252358 0.00319055 0.00218871
internal_count=3910 3171 2722 2411 1424 1238 987 904
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=8
num_cat=0
split_feature=52 0 160 12 3 15 4
split_gain=1.46238e-05 3.64744e-05 3.63506e-05 3.32104e-05 2.73495e-05 3.9085e-05 4.59011e-05
threshold=-0.048794999999999991 -0.15007499999999999 -1.0000000180025095e-35 0.051320000000000005 -0.13309499999999996 -0.106555 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 -6 -7
right_child=2 3 4 -5 5 6 -8
leaf_value=-0.010757544387711352 -0.019256269656969929 0.024643210460057199 -0.012065865670043183 0.0011820392720539397 0.021029441661398404 0.010292747185733524 -0.014346686344036717
leaf_weight=0.0010083415623967171 0.0011157668525121171 0.0011075256812216776 0.0013010033223428159 0.0013254227437650677 0.0010677976309408708 0.0016191785744568824 0.0014183754401332878
leaf_count=96 924 379 144 715 311 1058 283
internal_value=0 0.0052342 -0.00282289 0.011862 0.000568639 0.00457257 -0.00121255
internal_weight=0 0.00344129 0.00652212 0.00243295 0.00540635 0.00410535 0.00303755
internal_count=3910 1190 2720 1094 1796 1652 1341
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=10
num_cat=0
split_feature=48 39 2 51 16 16 2 16 16
split_gain=5.28652e-05 6.8293e-05 0.000127714 4.12846e-05 4.13989e-05 2.81603e-05 7.79943e-05 9.02436e-05 3.16436e-05
threshold=0.11930500000000001 0.088025000000000006 0.11542500000000001 -0.09021499999999999 -0.50763499999999995 0.20277000000000003 0.096750000000000017 -0.022939999999999999 -0.114825
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00038325603627185461 -0.00042871556876106009 -0.00041290360363022415 0.00072279835175824078 0.00031761942399253791 0.00045674022616476608 0.00019244610680249088 -0.00054458626059395408 -0.00046650400867378621 3.2283109668311385e-07
leaf_weight=0.0010035997878016433 0.0010114107460451613 0.0011322937109436533 0.0011041934571172423 0.0010462789417031533 0.001089582488473048 0.0010127031290808252 0.0014717225611065032 0.0011093632924738485 0.0012586278595165716
leaf_count=373 161 290 360 129 245 177 330 684 1161
internal_value=0 4.12076e-05 9.77361e-05 1.13747e-05 -4.20319e-05 -0.00010536 -0.000166543 -5.62821e-06 0.000212103
internal_weight=0 0.0102284 0.00909607 0.00799188 0.00698828 0.005942 0.0049293 0.00345757 0.00234821
internal_count=3910 3749 3459 3099 2726 2597 2420 2090 1406
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=7
num_cat=0
split_feature=1 4 13 3 49 4
split_gain=1.61072e-05 4.22884e-05 2.53869e-05 4.87435e-05 4.39065e-05 2.95265e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.11265500000000002 -0.0057999999999999987 0.070230000000000015
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=0.004063277393731534 0.014900763895368109 -0.020249203663783369 -0.0072204122581843826 -0.016701541387617463 0.0044137129627074409 0.026386253905798546
leaf_weight=0.0016834032441095483 0.0013472410208232709 0.001244183065473653 0.0017678747416811314 0.0013826232466050969 0.0015112636329235067 0.0010273081155213531
leaf_count=422 404 1586 321 131 822 224
internal_value=0 -0.00626919 0.00255749 -0.000365548 0.00487927 0.0133056
internal_weight=0 0.00292759 0.00703631 0.00568907 0.00430645 0.00253857
internal_count=3910 2008 1902 1498 1367 1046
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=8
num_cat=0
split_feature=47 4 1 4 4 0 43
split_gain=1.65176e-05 3.29971e-05 5.06613e-05 4.09403e-05 4.57267e-05 4.40742e-05 3.09958e-05
threshold=0.11669500000000001 0.24280000000000004 0.11235500000000002 -0.0010999999999999996 -0.049279999999999997 -0.10783 0.0050750000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.010289332492484791 -0.012139391148580786 -0.0023963860223919723 0.027107399790396326 -0.00092429928278649632 0.020344738960225876 -0.028583955342045581 0.010698351074481064
leaf_weight=0.0019822273913304069 0.0010121321321496278 0.0012306424820569383 0.0011041955319419563 0.0013334119041986513 0.0011764421860787151 0.0010143185190068004 0.0010909620019526598
leaf_count=1323 179 197 315 194 834 533 335
internal_value=0 0.00133978 0.0115566 -0.002276 0.00357916 -0.0128744 -0.00283884
internal_weight=0 0.0089322 0.00233484 0.00659736 0.00424963 0.00234773 0.00307319
internal_count=3910 3731 512 3219 2492 727 1658
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=9
num_cat=0
split_feature=11 150 3 49 47 15 2 3
split_gain=2.82932e-05 3.16096e-05 4.43488e-05 4.81712e-05 5.35948e-05 9.55123e-05 8.08615e-05 7.70818e-05
threshold=0.079700000000000007 0.11398500000000002 -0.12008499999999998 1.0000000180025095e-35 0.09252500000000001 -0.09547499999999999 0.097940000000000013 -0.016619999999999996
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=0.00041054768543125942 -0.00031842440643653594 -0.00029555304994220564 0.0006600738320951808 -0.00031776680339855437 -0.00027388537245228741 0.00015835569235619638 0.00039025938002228621 -0.00055340197011485447
leaf_weight=0.0012277660248754237 0.0010063034439440873 0.00104741204524766 0.0011891889575501411 0.0014132880962445162 0.0012841304645782011 0.0011564298926574307 0.0014289384571340639 0.00118384430302
leaf_count=171 254 155 288 768 252 1468 360 194
internal_value=0 2.66121e-05 6.45967e-05 9.11647e-06 8.31217e-05 0.00017558 2.27215e-05 -0.000201692
internal_weight=0 0.009931 0.00888359 0.00765582 0.00624253 0.0049584 0.00376921 0.00234027
internal_count=3910 3656 3501 3330 2562 2310 2022 1662
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=8
num_cat=0
split_feature=50 15 42 47 1 52 2
split_gain=5.88122e-05 5.87154e-05 5.73643e-05 6.08462e-05 6.64208e-05 6.05279e-05 3.63744e-05
threshold=0.086465000000000014 -0.26361999999999991 -1.0000000180025095e-35 0.08593000000000002 0.10004000000000002 -0.087604999999999988 0.095040000000000013
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=0.00048608076439206777 -0.00044970755338409141 -0.00038348221384674135 -0.00039746351877204998 -0.00026724960242350849 0.00047127073380649553 0.00032909268071105378 -6.1132727914043301e-05
leaf_weight=0.0010227512540499318 0.0010371873147000431 0.0013457085726495304 0.001034518622035839 0.0017833858679759161 0.0017246503066512264 0.0018894477163038767 0.0017869503155863433
leaf_count=264 715 841 309 290 405 826 260
internal_value=0 3.95405e-05 -8.20817e-06 5.32363e-05 0.000142047 2.152e-05 0.00013942
internal_weight=0 0.0105874 0.00956466 0.00821895 0.00643557 0.00471092 0.0036764
internal_count=3910 3195 2931 2090 1800 1395 1086
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=9
num_cat=0
split_feature=1 13 2 47 48 16 52 15
split_gain=3.98718e-05 5.93297e-05 8.75328e-05 4.23137e-05 6.4236e-05 8.87982e-05 9.76662e-05 3.0347e-05
threshold=0.076710000000000014 0.049070000000000009 0.097360000000000016 0.086425000000000016 0.085875000000000021 -0.077034999999999978 -0.048794999999999991 -0.10071499999999999
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 7 -6 6 -8 -9
leaf_value=-0.00077427499145655491 0.00063510995518413526 0.00021342613139312434 -1.3237860917161949e-05 5.9462355585453092e-05 -0.0001596020473927768 0.00044509324483377291 -0.00039981833951982591 -0.00037727941011481885
leaf_weight=0.0010593644359906274 0.0017176355103599508 0.0010004734721332687 0.0012869373152463851 0.0013076926891600451 0.0016402483257765901 0.0010820131501178142 0.0010235867619428026 0.0011492547436058737
leaf_count=1320 556 269 419 153 256 364 344 229
internal_value=0 -0.000186373 -0.000356849 6.88873e-05 0.000164995 0.000304254 3.43598e-05 -0.000144827
internal_weight=0 0.00334678 0.0023463 0.00792043 0.00546348 0.00382324 0.0021056 0.00245695
internal_count=3910 2008 1739 1902 1520 1264 708 382
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=8
num_cat=0
split_feature=49 3 42 1 484 1 52
split_gain=1.47026e-05 5.555e-05 3.42186e-05 3.05572e-05 4.11778e-05 3.72229e-05 7.83418e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091955000000000023 0.12577000000000002 0.0038100000000000005 0.094890000000000016 0.048490000000000012
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=0.021305512319422498 -0.029506830492737297 -0.0076220898680849948 -0.018546642930715722 -0.0146061908293122 0.02197814497577464 0.011330608191348433 0.0063352210330298933
leaf_weight=0.0012821831821912479 0.0010248197689129704 0.0013764962772746408 0.0011076153169442948 0.0010983409229637303 0.00100010613090572 0.001593910583086498 0.0015059724055479281
leaf_count=350 889 209 756 196 389 354 767
internal_value=0 0.00632863 -0.00235217 0.000530176 0.00377418 -0.000639692 -0.00817867
internal_weight=0 0.00265868 0.00733077 0.00622315 0.00512481 0.0041247 0.00253079
internal_count=3910 559 3351 2595 2399 2010 1656
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=10
num_cat=0
split_feature=50 133 150 159 16 151 12 4 47
split_gain=5.62783e-05 6.23303e-05 5.94247e-05 6.28202e-05 7.41605e-05 0.000122176 0.000120742 5.99736e-05 6.79805e-05
threshold=0.086465000000000014 0.088055000000000008 0.11398500000000002 0.090705000000000022 -0.010344999999999998 -0.065174999999999983 1.0000000180025095e-35 0.0051950000000000008 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7 -9
right_child=-2 -3 -4 -5 6 7 -8 8 -10
leaf_value=-0.00052426126476698193 -0.000445435922815715 -0.0003928147340053062 -0.00035618113731927055 -0.00030350603372467116 0.00087088480540851749 -0.00016428516980406183 7.3841468333031292e-05 0.00075397714936206858 7.5711573668631784e-05
leaf_weight=0.0010833010210088345 0.0010229229136940838 0.0011581739368247473 0.001025017077359555 0.0010533372739888131 0.0013833385742229661 0.0010018825157137039 0.0015489021099521012 0.0011253629340589651 0.0011473539604082363
leaf_count=129 715 715 128 374 232 724 549 255 89
internal_value=0 3.63084e-05 8.93585e-05 0.000144094 0.000208767 4.65451e-05 0.000449861 0.000235379 0.000411563
internal_weight=0 0.0105267 0.0093685 0.00834348 0.00729014 0.0043579 0.00293224 0.0032746 0.00227272
internal_count=3910 3195 2480 2352 1978 1197 781 1068 344
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=8
num_cat=0
split_feature=11 42 4 15 2 43 0
split_gain=2.82038e-05 4.47098e-05 5.92032e-05 9.35206e-05 7.17208e-05 5.13787e-05 5.00741e-05
threshold=0.079700000000000007 0.095385000000000011 0.055260000000000011 -0.106555 0.10836000000000003 -0.083899999999999988 -0.10131499999999999
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=0.00032840922830517879 -0.00031480766253356025 0.00039945642149177434 9.8610669906295983e-05 -0.00059383294506499965 0.00049842708735255994 0.0001071361157083765 -0.00037454765901868633
leaf_weight=0.0011943257571575914 0.0010122830913752252 0.0011110646721852772 0.0015256197313619571 0.0014748037390357215 0.0013240616357060812 0.0015808921764471021 0.0017463491455674838
leaf_count=649 254 620 307 323 244 190 1323
internal_value=0 2.87164e-05 -1.78486e-05 -0.000241747 9.70735e-05 -2.04559e-05 -0.000145682
internal_weight=0 0.00995712 0.00884605 0.00300042 0.00584563 0.00452157 0.00332724
internal_count=3910 3656 3036 630 2406 2162 1513
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=8
num_cat=0
split_feature=11 2 0 12 0 52 52
split_gain=1.66103e-05 2.72559e-05 4.37927e-05 6.24619e-05 6.19841e-05 4.03077e-05 5.9971e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 0.090195000000000011 -0.13027499999999997 -0.048794999999999991 0.10701500000000001
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=0.0096863265421482225 -0.011818131277781162 0.023603356650582927 -0.018061145402729573 0.023466200413462125 -0.022080286379626626 -0.0094204981293671396 0.020779971784058465
leaf_weight=0.0012380036145145049 0.0010700356279704582 0.0011195907941980877 0.0014710102422856191 0.0010099556387956651 0.0012191027131176592 0.0018624149023266921 0.0010163502261212921
leaf_count=171 279 404 239 793 1386 383 255
internal_value=0 0.00136589 -0.00360358 0.0025305 -0.0060748 0.00750332 0.0012418
internal_weight=0 0.00893643 0.00493807 0.00346706 0.00245711 0.00399836 0.00287877
internal_count=3910 3631 2589 2350 1557 1042 638
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=9
num_cat=0
split_feature=50 1 47 150 4 16 4 16
split_gain=5.17004e-05 4.54284e-05 6.20328e-05 5.97166e-05 0.000119531 0.000111754 4.60792e-05 3.94223e-05
threshold=0.086465000000000014 0.076710000000000014 0.09252500000000001 0.11398500000000002 0.0051950000000000008 -0.010819999999999998 -0.084009999999999987 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -6
right_child=-2 2 -4 -5 7 -7 -8 -9
leaf_value=4.7383264913680555e-05 -0.00042588729050235623 -0.00041003109457099968 -0.00019042193175213031 -0.00019482355803698731 0.00039455074800704494 0.00047574498329707652 -0.00042436937223318814 0.00093206987531500147
leaf_weight=0.0018609006289114795 0.0010164991861962578 0.0011463546717730287 0.0017888411045094048 0.0010196972732436915 0.0010327593524219322 0.0010484634370058724 0.0013911280540236852 0.0010661006710716379
leaf_count=403 715 233 240 125 259 451 1353 131
internal_value=0 3.75155e-05 0.0001254 0.000231728 0.000333028 1.31037e-05 -0.000154419 0.00066758
internal_weight=0 0.0103542 0.00710222 0.00531338 0.00429368 0.00219482 0.00325203 0.00209886
internal_count=3910 3195 1439 1199 1074 684 1756 390
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=9
num_cat=0
split_feature=3 47 51 0 1 2 52 4
split_gain=2.4324e-05 3.99363e-05 5.79838e-05 5.51237e-05 7.26179e-05 5.2631e-05 4.51942e-05 3.95393e-05
threshold=0.16699000000000003 0.11669500000000001 0.08955500000000001 -0.10575999999999998 0.10937500000000001 0.08400500000000001 0.088900000000000021 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 -1
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=0.00032923053049234863 0.00027762260216988003 -0.00039537850746967825 -0.00039157304241559348 -0.00031865365424822278 0.000684065173217585 0.00031621737645967196 -0.00019758876626728113 -0.00021679138054210115
leaf_weight=0.0010183758009608592 0.0010820583072014356 0.001040795701415108 0.0011940110495781654 0.0018571935725122408 0.0010831250449489802 0.0016324030684632849 0.0011028392396542003 0.0010211481088147356
leaf_count=176 194 163 391 873 82 1264 537 230
internal_value=0 -3.19334e-05 1.05256e-05 7.27557e-05 0.000273752 -6.39129e-05 0.000109053 5.58485e-05
internal_weight=0 0.00994989 0.0089091 0.00771508 0.00312265 0.00459244 0.00273524 0.00203952
internal_count=3910 3716 3553 3162 488 2674 1801 406
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=8
num_cat=0
split_feature=11 16 3 47 1 15 0
split_gain=1.36035e-05 2.42926e-05 4.14061e-05 3.0586e-05 4.38853e-05 4.11108e-05 3.50094e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991 -0.13506999999999997
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=-0.010734688670121915 -0.010680588196151843 0.019113130247955412 -0.019068694647931164 -0.014390915776725278 0.0016962598155972593 0.0051805735306700105 0.028080622085255746
leaf_weight=0.0014257048218766204 0.0010733587967990338 0.0013859508030334283 0.0011529585182889755 0.0011936013220550873 0.0010112047208062133 0.0017761529412281484 0.001000497625747456
leaf_count=394 279 195 916 316 137 1250 423
internal_value=0 0.00123342 0.00350233 -2.46278e-05 0.00344598 -0.00436444 0.0148182
internal_weight=0 0.00894607 0.00752037 0.00613442 0.00494081 0.00292911 0.0020117
internal_count=3910 3631 3237 3042 2726 2166 560
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=8
num_cat=0
split_feature=1 4 1 151 4 52 3
split_gain=1.5694e-05 2.99434e-05 2.12844e-05 4.24742e-05 6.19413e-05 1.83567e-05 1.33891e-05
threshold=0.076710000000000014 -0.084009999999999987 0.096230000000000024 -0.0060399999999999994 0.24280000000000004 -0.0093349999999999978 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -2 -5
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0025321227198260837 0.00166769193990634 -0.017855019595845508 -0.01719522783953141 0.00051508023489613434 0.01803428145105276 0.020745590879360773 -0.015613538070205615
leaf_weight=0.0016879006994744341 0.0010092636728699813 0.0012568827819284438 0.0012201746524674968 0.001031906693473297 0.0017563956277235181 0.001008139010213046 0.0010269265716634501
leaf_count=422 286 1586 274 364 358 493 127
internal_value=0 -0.00616945 0.0025223 -0.000954897 0.00423904 0.0112013 -0.00752972
internal_weight=0 0.00294478 0.00705281 0.0050354 0.00381523 0.0020174 0.00205883
internal_count=3910 2008 1902 1123 849 779 491
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 15 150 3
split_gain=2.77983e-05 5.30986e-05 5.72633e-05 5.15103e-05 5.31611e-05 6.94339e-05 6.50526e-05 3.18509e-05
threshold=0.11655500000000001 0.11202500000000001 0.15100500000000003 0.083815000000000014 0.085835000000000009 -0.015439999999999997 0.081245000000000026 0.094625000000000015
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=-0.00038629683282023758 -0.00031320344492367669 0.00039397000512167175 -0.00036190984632430761 0.0004483366001960101 8.6184609600577655e-06 0.00052674137896541076 0.00032537792914375733 -0.00043232048136429368
leaf_weight=0.0012233314449746546 0.0010078593615029082 0.0013251165739026497 0.0016037138476449105 0.0010540742017902003 0.0011667573975168827 0.0010152804385723945 0.0011958751419831456 0.0013686490914260893
leaf_count=999 187 224 541 989 233 376 197 164
internal_value=0 2.85276e-05 -2.76003e-05 4.87293e-05 -2.18273e-05 7.21074e-05 -5.15984e-05 -0.000229407
internal_weight=0 0.0099528 0.00862768 0.00702397 0.00596989 0.00474656 0.00373128 0.00253541
internal_count=3910 3723 3499 2958 1969 970 594 397
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=9
num_cat=0
split_feature=50 133 12 156 160 16 1 2
split_gain=2.87849e-05 4.03294e-05 7.18033e-05 6.85924e-05 9.28939e-05 7.57416e-05 5.6041e-05 5.1517e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.085790000000000019 0.087825000000000014 -0.52908499999999992 0.10786000000000001 0.094010000000000024
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=-0.00040073217167492438 -0.00031939810048955248 -0.00032908196657233904 -0.00016282806462302309 -0.0003388266632777896 -0.00033862079544997448 0.00046713179878060321 0.00071556816263001143 -5.0092221220129489e-05
leaf_weight=0.001088925753421917 0.0010169882516691498 0.0010891562023970557 0.0010792936818833608 0.001012959905008084 0.0010142093606537086 0.0018515257664493939 0.0015678193133234521 0.0012337002446234466
leaf_count=353 731 710 117 360 229 921 217 272
internal_value=0 2.69493e-05 7.07732e-05 0.000136942 0.000208376 0.000305155 0.000413705 0.000260308
internal_weight=0 0.00993759 0.00884843 0.00775951 0.00674655 0.00573234 0.00465305 0.00308523
internal_count=3910 3179 2469 2116 1756 1527 1410 1193
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=7
num_cat=0
split_feature=49 3 3 12 52 4
split_gain=1.43611e-05 4.6879e-05 3.93711e-05 7.97575e-05 3.10472e-05 2.69124e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.075954999999999981 0.091555000000000011 -0.048794999999999991 0.0082450000000000006
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=0.020020867231862305 0.004165600788456179 -0.0064990991810814054 0.016379011240290113 -0.030167021368610072 -0.01202326129472877 0.006115310080655318
leaf_weight=0.0012826999300636381 0.0014482722041940324 0.001387617509763418 0.0013020207494723129 0.0012699822482459392 0.0014569201103780997 0.0018652069162066033
leaf_count=350 1455 209 323 717 412 444
internal_value=0 0.0062399 -0.00232396 -0.0118748 0.00329038 -0.00183937
internal_weight=0 0.00267032 0.0073424 0.00271825 0.00462415 0.00332213
internal_count=3910 559 3351 2172 1179 856
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=10
num_cat=0
split_feature=50 133 49 160 52 16 13 1 1
split_gain=4.24226e-05 5.77887e-05 6.1693e-05 0.000100585 7.5402e-05 7.40262e-05 5.06869e-05 3.70734e-05 2.307e-05
threshold=0.086465000000000014 0.088055000000000008 -0.006494999999999999 -0.081069999999999989 -0.072349999999999984 -0.063614999999999991 -1.0000000180025095e-35 0.10723500000000001 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -6 -1 -8
right_child=-2 -3 3 4 6 -7 8 -9 -10
leaf_value=0.00030388551776206672 -0.00038818391445236014 -0.00038378705191458083 0.00075813092789793523 -0.0002898118298388354 -1.621054202762921e-05 -0.00057291991317410152 0.00023460281970651289 -0.0002051164924584774 0.00065390603292231635
leaf_weight=0.0011616661857846156 0.0010294591289873615 0.0011630504996962164 0.0010153771141761334 0.001486459850615443 0.001706347234188894 0.001034160635886208 0.00101559230256613 0.001045098678712116 0.0010024460164076755
leaf_count=137 715 715 335 474 830 308 194 111 91
internal_value=0 2.86817e-05 7.9354e-05 0.000193552 8.35396e-05 -0.000140036 0.00023255 6.2828e-05 0.000442889
internal_weight=0 0.0106302 0.00946715 0.00622622 0.00521085 0.00324093 0.00372439 0.00220676 0.00201804
internal_count=3910 3195 2480 1924 1589 556 1115 248 285
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=8
num_cat=0
split_feature=14 2 40 4 3 2 48
split_gain=1.36267e-05 3.88885e-05 6.10027e-05 4.82557e-05 0.000102294 6.19324e-05 3.65155e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -1.0000000180025095e-35 0.0057500000000000008 -0.0038649999999999999 0.087005000000000013 0.08980500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -3
right_child=1 6 3 4 -6 -7 -8
leaf_value=-0.011102686528532449 -0.025249779487654125 0.024511767326496538 0.0081759256351691158 -0.0060118628526622357 0.034223456347719214 -0.019663383108518853 -0.0011865189210498524
leaf_weight=0.001002660980786785 0.0010098720664345447 0.0011988892413928251 0.0014877951840043403 0.0014426374971650661 0.0011243593232045006 0.0017263043186148601 0.0010262236969988123
leaf_count=196 249 452 1258 386 106 1078 185
internal_value=0 0.00118631 -0.00257304 0.00138826 0.0116114 -0.00677667 0.0126597
internal_weight=0 0.00901608 0.00679097 0.0057811 0.002567 0.0032141 0.00222511
internal_count=3910 3714 3077 2828 492 2336 637
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 12 0
split_gain=5.72956e-05 5.77185e-05 5.44468e-05 6.45215e-05 7.2021e-05 6.26341e-05 3.79448e-05
threshold=0.086465000000000014 0.28937500000000005 -0.024429999999999997 -0.085924999999999987 0.15100500000000003 0.091405000000000014 -0.11756999999999999
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=0.00027601659836118739 -0.00044981508502163221 0.00034258613007280802 -0.00061633322135168595 0.00031901565548812035 -0.00051477241572696732 9.249928220719004e-05 -0.00012262444619676652
leaf_weight=0.0018009351442884068 0.0010014488915622817 0.0019835078492479669 0.001185964445657686 0.0019221473957484886 0.0011842665792336704 0.0014555638405958906 0.0012082777125726981
leaf_count=449 715 396 175 1123 212 328 512
internal_value=0 4.05657e-05 -2.78423e-05 -0.00010651 3.02952e-05 -0.000179932 -0.000367178
internal_weight=0 0.0107407 0.00875716 0.00695622 0.00456198 0.00263983 0.00239424
internal_count=3910 3195 2799 2350 1663 540 687
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=8
num_cat=0
split_feature=124 3 4 48 43 52 3
split_gain=1.60127e-05 2.18861e-05 3.50202e-05 3.63063e-05 3.57135e-05 4.12513e-05 3.5572e-05
threshold=-0.048219999999999992 0.13772500000000001 -0.23071499999999998 0.087035000000000015 -0.093039999999999984 0.0033900000000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.011965215386359224 -0.020665038978819487 0.010444338223080704 -0.013089301592020673 -0.014273264470375833 0.013511415302858272 0.023914651220359177 -0.0085729395484241602
leaf_weight=0.0010001940857443268 0.0010216235031738777 0.0013354518593730923 0.0010595691912760928 0.0015345744834069537 0.0013223572892302159 0.0011144702846498759 0.0016264092790699075
leaf_count=319 247 206 430 410 955 1030 313
internal_value=0 -0.00137118 -0.00342601 -0.000780552 0.00326129 0.00752503 0.00133066
internal_weight=0 0.00901446 0.007679 0.00665738 0.00512281 0.00406324 0.00294877
internal_count=3910 3591 3385 3138 2728 2298 1268
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=8
num_cat=0
split_feature=123 2 47 0 0 15 12
split_gain=1.32522e-05 3.02722e-05 5.84577e-05 3.48786e-05 4.13576e-05 3.92766e-05 4.85369e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10589000000000001 -0.23029999999999998 -0.14136999999999997 -0.03231499999999999 0.091405000000000014
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=0.013522425608494482 0.010538896986712868 -0.01688824306825721 0.022554315422989052 -0.022730228714711323 0.011790380861192475 -0.02076257165644051 0.0046709779142359662
leaf_weight=0.001124833848311216 0.0010595699570436099 0.0010920162639855213 0.0010742126999749874 0.001144961754486376 0.0014966301911854647 0.0015001518411309853 0.0015012054656778288
leaf_count=113 334 275 200 211 898 1214 665
internal_value=0 -0.00128922 0.000882977 -0.00255679 -0.00576194 -0.00144266 -0.00804133
internal_weight=0 0.00893401 0.007842 0.00676778 0.00564295 0.00449799 0.00300136
internal_count=3910 3576 3301 3101 2988 2777 1879
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=9
num_cat=0
split_feature=133 12 13 3 0 0 16 1
split_gain=1.33558e-05 2.98409e-05 3.4387e-05 3.68284e-05 7.04788e-05 3.8564e-05 2.6972e-05 3.52219e-05
threshold=0.08845500000000002 -0.036459999999999992 0.14810000000000004 -0.13927999999999999 -0.053834999999999994 -0.089879999999999974 -0.057604999999999996 0.10498500000000001
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=-0.013747105497155116 -0.010596282576077783 0.016747477300267297 0.020089754278217041 -0.022046069049354744 -0.025653805111919666 0.01921829853491526 0.0094899484211799501 0.0038017128052621066
leaf_weight=0.0011565276427338766 0.0010685061941938826 0.0011899396791859914 0.0010729227479846191 0.0010657753276035907 0.0010723122838132027 0.0010933001939784342 0.0012058039611183135 0.0010432228060463008
leaf_count=391 897 289 150 337 222 1253 237 134
internal_value=0 0.00123595 0.0034738 0.000801136 -0.00266123 0.00293193 -0.00243969 -0.00926038
internal_weight=0 0.0088998 0.00774328 0.00667035 0.00548041 0.0044081 0.0033148 0.002109
internal_count=3910 3013 2622 2472 2183 1961 708 471
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 15
split_gain=2.71822e-05 4.73178e-05 0.000116827 8.40985e-05 8.16871e-05 6.99816e-05 4.47334e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.076854999999999993 -0.10071499999999999
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=-0.00010823584770263583 -0.000312366183129492 -0.00020264125027605665 0.00056554632512991084 0.00018358212394389194 0.00054911290667062804 -0.00042503501418155755 -0.00060972334849968501
leaf_weight=0.0015599668693584072 0.0010030754853451269 0.001357340017370298 0.0017328982746133159 0.0018225732887331193 0.0011801051440800728 0.0012076683784330623 0.0012176795038807676
leaf_count=383 254 105 587 1041 88 737 715
internal_value=0 2.60949e-05 0.000228132 -6.325e-05 0.000111464 -5.89753e-05 -0.000328081
internal_weight=0 0.0100782 0.00309024 0.00698799 0.00421035 0.00303024 0.00277765
internal_count=3910 3656 692 2964 1866 1778 1098
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=10
num_cat=0
split_feature=50 133 12 160 156 16 49 1 43
split_gain=5.30248e-05 5.05894e-05 5.44628e-05 6.88921e-05 8.40124e-05 6.9179e-05 4.73983e-05 7.03933e-05 4.93129e-05
threshold=0.086465000000000014 0.088055000000000008 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 -0.00064499999999999985 0.10786000000000001 -0.0031199999999999995
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=-0.00031315131443359972 -0.00043414455597947385 -0.00035422827989806349 -0.00013745711233747483 -0.0003022889278939849 -0.00029741134035995981 4.7723860520480214e-05 0.00066433417395708771 0.00090988170625693181 9.946495791520081e-05
leaf_weight=0.0011451279956783975 0.0010032704306759876 0.0011240827675774558 0.0010787603410993335 0.0011386401311903561 0.0010295165045159146 0.0010589901987352254 0.001002207910390954 0.0011923562659635553 0.0014594899835844212
leaf_count=354 715 715 117 244 366 204 613 148 434
internal_value=0 3.82201e-05 8.66704e-05 0.000144189 0.000218717 0.000310461 0.000412984 0.000518841 0.000329435
internal_weight=0 0.0102292 0.00910509 0.00795996 0.00682132 0.0057918 0.00471304 0.00365405 0.0024617
internal_count=3910 3195 2480 2126 1882 1516 1399 1195 1047
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=8
num_cat=0
split_feature=50 15 47 1 48 0 12
split_gain=5.82344e-05 5.57335e-05 6.37313e-05 0.000116126 7.04484e-05 7.58539e-05 3.97411e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 0.076710000000000014 0.085875000000000021 -0.10783 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00045873976376001525 -0.00045404471301762256 -0.00044188509729377567 -0.00033645976500367981 0.00077079548713857721 -4.8758780152432046e-05 0.0001193045546206218 -8.9397644972164631e-08
leaf_weight=0.0010784309157724865 0.0010208496569599603 0.0015584136844355846 0.0018643080557976931 0.0014651114186505594 0.001631159513759996 0.0012939175323352634 0.0015728928861030312
leaf_count=278 715 1030 313 225 252 459 638
internal_value=0 3.65829e-05 -1.1923e-05 6.8518e-05 0.000274279 0.000465262 -0.000219966
internal_weight=0 0.0104642 0.0093858 0.0075215 0.00439019 0.00275903 0.00313131
internal_count=3910 3195 2917 2604 936 684 1668
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=8
num_cat=0
split_feature=16 40 4 151 52 2 3
split_gain=1.57103e-05 3.09662e-05 4.01004e-05 5.45376e-05 4.84592e-05 3.33489e-05 1.17584e-05
threshold=0.3935300000000001 -0.018084999999999997 0.40812500000000007 -0.051109999999999996 0.092885000000000009 0.087995000000000004 0.088060000000000013
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=0.015095905342038994 -0.01137399234697388 0.022728880319204794 -0.015789032016446384 -0.0071333122592035199 -0.020820804793164671 0.019241897861515013 0.0044220590171499532
leaf_weight=0.0013833263049217318 0.001090122818432457 0.0010881764973592212 0.0015041400823960702 0.0017272328351565841 0.0010714942620690983 0.0010296715706281055 0.0011152558887173602
leaf_count=388 380 441 237 1100 684 562 118
internal_value=0 0.00134326 -0.00118121 0.0024615 -0.00199967 0.00320846 0.0115363
internal_weight=0 0.0089193 0.00753597 0.00603183 0.00494365 0.00387216 0.00214493
internal_count=3910 3530 3142 2905 2464 1780 680
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=9
num_cat=0
split_feature=50 133 12 49 159 15 43 16
split_gain=3.07685e-05 4.26566e-05 7.25948e-05 6.6487e-05 4.68921e-05 6.58689e-05 8.56319e-05 3.93374e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 -0.00064499999999999985 0.083280000000000007 -0.07142999999999998 -0.019509999999999996 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 -4
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00039069533873562986 -0.00032603535526696344 -0.00033530722170065975 0.000122691471057193 6.1405821767926831e-05 -8.7414291011390672e-05 0.00095144405127631682 0.00021960516230380578 -0.00035484770934120739
leaf_weight=0.0011364201694103104 0.0010396810253705405 0.0011060300670373844 0.0013404430263109779 0.0016525941515250419 0.0011250432478015476 0.0011712354577781583 0.0012936483312752764 0.0013126673883075987
leaf_count=353 731 710 138 310 311 332 687 338
internal_value=0 2.81514e-05 7.26591e-05 0.00013935 0.000267351 0.000364285 0.000567352 -0.000113578
internal_weight=0 0.0101381 0.00903205 0.00789563 0.00524252 0.00411748 0.00246488 0.00265311
internal_count=3910 3179 2469 2116 1640 1329 1019 476
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 3 52 16
split_gain=1.31349e-05 4.10223e-05 8.08295e-05 5.28863e-05 4.93264e-05 5.06898e-05 8.04818e-05 4.33212e-05
threshold=0.10513500000000002 0.11401500000000002 -0.090744999999999978 0.10066500000000002 0.09252500000000001 -0.069909999999999986 -0.072349999999999984 -0.006474999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -4
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=0.0023276142567474089 0.010708974769370152 -0.020054532859131589 -0.026141384480806048 0.034562710647588112 -0.024719141831985699 -0.011152819720388623 0.023011819288498533 0.0026628599018497269
leaf_weight=0.0010235718573099735 0.0010207661992635121 0.0010285816509874651 0.0010908894040741696 0.001012339104778806 0.0010225175573816275 0.0012168004539937368 0.0015911761035461093 0.0010014906790321478
leaf_count=315 366 570 1161 166 211 284 355 482
internal_value=0 -0.00126146 0.00116732 0.0183562 -0.00474114 -0.000572495 0.00820701 -0.0123546
internal_weight=0 0.00898737 0.00795879 0.00203591 0.00592287 0.00490036 0.00280798 0.00209238
internal_count=3910 3544 2974 481 2493 2282 639 1643
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=9
num_cat=0
split_feature=50 12 156 160 133 3 49 1
split_gain=3.47103e-05 5.49743e-05 5.64993e-05 7.26534e-05 5.62822e-05 6.16751e-05 6.99356e-05 6.19149e-05
threshold=0.084340000000000012 -0.036459999999999992 0.085790000000000019 0.087825000000000014 1.0000000180025095e-35 -0.13927999999999999 -0.00064499999999999985 0.095575000000000007
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=-0.00032553832310061262 -0.0003510007885713062 0.00071614081848876774 -0.00033834493477752299 -0.00032048417302102096 -0.00019791135886461416 -0.00018284289036131347 7.0917663504763433e-05 0.00063664448110470004
leaf_weight=0.0014384110534684256 0.0010185290836854299 0.0011244375328779361 0.0010442663710851447 0.0010853972877866141 0.0010044537890948743 0.0012830124847319924 0.0014322263781651836 0.001547315756613044
leaf_count=451 731 176 443 292 651 206 763 197
internal_value=0 2.90275e-05 8.88803e-05 0.000148549 0.000228201 0.000307653 0.000199897 0.000364707
internal_weight=0 0.00995952 0.00852111 0.00747684 0.00639145 0.00538699 0.00426255 0.00297954
internal_count=3910 3179 2728 2285 1993 1342 1166 960
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=8
num_cat=0
split_feature=133 12 2 2 2 0 0
split_gain=1.52891e-05 2.82688e-05 3.57672e-05 7.37441e-05 3.99628e-05 3.73914e-05 5.59327e-05
threshold=0.08845500000000002 -0.036459999999999992 0.11230000000000001 0.10045500000000002 0.090905000000000014 -0.06402999999999999 -0.10575999999999998
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=-0.013292163316520689 -0.011298954404225502 0.012238635683205316 -0.0083682529180947752 0.031782505499531981 -0.015559306340553551 0.019675520409612901 -0.018758374710098721
leaf_weight=0.0011528344346598256 0.0010762817368660015 0.0013863430795183337 0.0019154490695537053 0.0010216783340100261 0.0010028174907302746 0.0014279140624925937 0.0010035299958511532
leaf_count=391 897 195 381 257 320 164 1305
internal_value=0 0.001319 0.00349029 0.00737822 0.00220598 0.00687239 -0.000777298
internal_weight=0 0.00891057 0.00775773 0.00584228 0.0048206 0.00381779 0.00238987
internal_count=3910 3013 2622 2241 1984 1664 1500
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=7
num_cat=0
split_feature=1 150 0 16 0 151
split_gain=1.33787e-05 2.96199e-05 3.71959e-05 3.68254e-05 2.83399e-05 2.61022e-05
threshold=0.12864500000000004 0.082085000000000019 -0.08824499999999999 0.061570000000000007 -0.13027499999999997 -0.077449999999999977
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=-0.0059162085832418542 0.0085983268663647246 0.020199255048736358 0.014452639477198617 -0.0066494544507542681 -0.026243302216168097 -0.0025032861172601339
leaf_weight=0.0019730032846196587 0.0015207609521375202 0.0010220116398635647 0.001432898778762003 0.0019556894227635967 0.0010513663356978946 0.0010039139069568173
leaf_count=348 331 264 1554 619 596 198
internal_value=0 -0.00159125 -0.00492115 0.00227378 -0.0129825 0.00894939
internal_weight=0 0.00843888 0.00641296 0.00338859 0.00302437 0.00202593
internal_count=3910 3579 3117 2173 944 462
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=9
num_cat=0
split_feature=151 2 2 2 4 16 16 4
split_gain=1.50483e-05 3.80843e-05 4.16727e-05 4.28019e-05 3.96904e-05 9.04386e-05 6.76069e-05 2.82944e-05
threshold=-0.084764999999999993 -1.0000000180025095e-35 0.086650000000000019 0.095040000000000013 0.27020000000000005 -0.078399999999999984 0.15737500000000001 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -7 -3
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.010296626010267698 0.01906910530745233 -0.023723422204391359 0.020790972322576436 -0.030335441502104495 0.015953731925416863 0.024200952347876697 -0.01086418060232152 -0.00071502050113895045
leaf_weight=0.0012489013609451377 0.0010742799713826237 0.0011319405838001965 0.0011438050126271878 0.0010643252815682133 0.0010510419720911237 0.0010109529574184547 0.0012055027159568682 0.0010126036262801542
leaf_count=406 248 1152 784 250 274 336 357 103
internal_value=0 0.00144222 -0.00104279 0.00358522 -0.000957913 -0.00637578 0.00512946 -0.0128594
internal_weight=0 0.00869445 0.00762017 0.00547563 0.00433182 0.00328078 0.00221646 0.00214454
internal_count=3910 3504 3256 2001 1217 943 693 1255
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=8
num_cat=0
split_feature=11 4 2 2 2 2 2
split_gain=1.53931e-05 2.58463e-05 3.2456e-05 4.46645e-05 3.21843e-05 6.23904e-05 3.28137e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.086915000000000006 0.11230000000000001 0.106285 0.084380000000000024 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.022471287081659398 -0.011440354204040423 -0.013495665286487161 0.017068174218759277 -0.00849735618495767 0.022239829606408721 -0.020035558777797072 0.0051159157272148478
leaf_weight=0.0010007168370029609 0.0010562058336540244 0.001975588628708435 0.0012695443105755315 0.0014800294807578731 0.0010490577346346109 0.0010770050486811034 0.0010006579068551167
leaf_count=774 279 410 439 413 286 1097 212
internal_value=0 0.00133178 -0.00371827 0.00330686 0.00711317 0.00195826 -0.00792194
internal_weight=0 0.0088526 0.00472516 0.00274957 0.00412744 0.00307838 0.00207766
internal_count=3910 3631 1262 852 2369 2083 1309
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=7
num_cat=0
split_feature=133 49 16 15 16 43
split_gain=1.31671e-05 2.8354e-05 5.76627e-05 3.40631e-05 7.43671e-05 5.16521e-05
threshold=0.08845500000000002 -0.006494999999999999 -0.072804999999999981 -0.064869999999999983 -0.110495 -0.019509999999999996
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=0.0038016850433014492 -0.010533103655913522 0.013674025260107418 -0.026087101061651175 0.026370472324729322 -0.018518530491844706 0.00068905161044182186
leaf_weight=0.0017689475120015344 0.0010642896743803193 0.0014029036550666624 0.0010163187042287847 0.0014243436556002275 0.0014689313856482466 0.0017397266292103089
leaf_count=260 897 370 392 477 567 947
internal_value=0 0.00124161 -0.00710447 0.0050929 -0.00279233 0.0122498
internal_weight=0 0.00882117 0.00278527 0.00603591 0.00287184 0.00316407
internal_count=3910 3013 652 2361 937 1424
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=8
num_cat=0
split_feature=50 133 49 160 16 43 0
split_gain=2.90046e-05 5.58623e-05 6.31758e-05 7.6143e-05 7.36175e-05 5.07883e-05 7.42845e-05
threshold=0.084340000000000012 0.088055000000000008 -0.006494999999999999 -0.070974999999999996 -0.072359999999999994 -0.074254999999999988 -0.13027499999999997
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=7.6343534336391442e-05 -0.00031800696525072274 -0.00038657290711417963 0.00060938620529651097 0.00033492576600457078 -0.00055097272466523867 0.00027517830523730364 -0.00036551902117250567
leaf_weight=0.0019944081823435192 0.0010461303426728364 0.0011283715570256517 0.0013233048398395069 0.0017849395233152762 0.0011248920325645975 0.0012294998025357494 0.0016026576768300906
leaf_count=240 731 710 427 394 316 148 944
internal_value=0 2.48362e-05 7.60766e-05 0.000194727 -0.000149881 7.58815e-05 -8.73787e-05
internal_weight=0 0.0101881 0.0090597 0.0059404 0.0031193 0.0046171 0.00283216
internal_count=3910 3179 2469 1913 556 1486 1092
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 13
split_gain=2.41548e-05 4.27616e-05 0.000143546 6.69905e-05 9.356e-05 6.02136e-05 4.8559e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 1.0000000180025095e-35
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=9.7548084739181531e-06 -0.0002970224312284738 -0.00027059196199438485 0.00058239420663923997 0.00032443589546445772 -0.00066179011988825697 0.00028483860469956065 -0.00050206756296528726
leaf_weight=0.0017944599071967188 0.0010028643278206543 0.0013347242644960039 0.0017570260533613796 0.0013811567314687698 0.0011304090571213803 0.0015326101150565869 0.001182178502541484
leaf_count=1721 254 105 587 425 234 215 369
internal_value=0 2.20159e-05 0.000214156 -6.25966e-05 -0.000157381 -3.09325e-05 -0.000193517
internal_weight=0 0.0101126 0.00309175 0.00702081 0.00563966 0.00450925 0.00297664
internal_count=3910 3656 692 2964 2539 2305 2090
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=7
num_cat=0
split_feature=49 3 3 12 15 3
split_gain=1.32304e-05 4.53412e-05 3.16679e-05 6.71098e-05 2.97571e-05 6.55926e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.075954999999999981 0.091555000000000011 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.019701987123579193 0.0039681081893899062 -0.0065439672379635581 0.012687400073349821 -0.027660632689807299 0.011993751362346549 -0.019273802228885237
leaf_weight=0.0012637934240162382 0.0014332140137427978 0.0013736458780359221 0.0012103630088745427 0.0012611538780904227 0.0019967279614989614 0.0013676699355630862
leaf_count=350 1455 209 536 717 434 209
internal_value=0 0.00603242 -0.00223586 -0.0108364 0.00282953 -0.00426831
internal_weight=0 0.00263744 0.00726913 0.00269437 0.00457476 0.00257803
internal_count=3910 559 3351 2172 1179 745
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=9
num_cat=0
split_feature=50 15 47 1 52 0 0 2
split_gain=5.02114e-05 6.24499e-05 5.70346e-05 8.24243e-05 5.71721e-05 0.000105295 4.30589e-05 3.98664e-05
threshold=0.086465000000000014 -0.24219999999999997 0.09252500000000001 0.076710000000000014 -0.0066199999999999991 -0.10783 -0.15007499999999999 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 -5 -3
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00047787250913360106 -0.00042387187859417542 -0.00044607692435646361 -0.00032903360942497176 -0.0002854327864093174 0.0008441729987331072 -1.6461238375225988e-05 0.0002675350029943886 6.0404608637144783e-06
leaf_weight=0.0010907228512742157 0.001010228243013749 0.0013187303119039512 0.0018224536060183569 0.0010316180989927296 0.0012026537129328598 0.001001838507045331 0.0011393539823169457 0.0017381481143650115
leaf_count=278 715 1234 313 93 166 212 465 434
internal_value=0 3.4115e-05 -1.81839e-05 5.80382e-05 0.000230631 0.000453055 4.7718e-06 -0.000189002
internal_weight=0 0.0103455 0.0092548 0.00743234 0.00437546 0.00220449 0.00217097 0.00305688
internal_count=3910 3195 2917 2604 936 378 558 1668
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=9
num_cat=0
split_feature=50 160 42 43 47 0 4 0
split_gain=3.54237e-05 4.76197e-05 5.58118e-05 4.69873e-05 5.13215e-05 9.5962e-05 6.16803e-05 4.116e-05
threshold=0.084340000000000012 0.090735000000000024 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.012625000000000003 0.17888000000000001 -0.070894999999999986
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=-0.00029799585932423103 -0.00035023957738529639 -0.00037517717773428956 7.7318877625749655e-05 0.00013214363625081875 -0.00031202090608160372 -0.00030532435227587811 0.0007323983820198604 0.00060620571311289617
leaf_weight=0.0013184344339531992 0.0010401852685603405 0.0010043511527448668 0.0010097766836595148 0.0019090232814203793 0.0012363657360783811 0.0012782186221051879 0.0010044717570290036 0.0012864927132244866
leaf_count=792 731 325 544 764 157 189 186 222
internal_value=0 2.98744e-05 7.48621e-05 0.000138504 3.90369e-05 0.000142583 0.000339091 0.00037363
internal_weight=0 0.0100471 0.00904278 0.00772435 0.00542808 0.00419171 0.0029135 0.00229627
internal_count=3910 3179 2854 2062 1296 1139 950 766
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=4.81759e-05 6.60429e-05 6.33875e-05 7.78143e-05 6.07062e-05 9.47498e-05 5.90208e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.10004000000000002 -1.0000000180025095e-35
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=0.00036635045888111907 -0.0004024899171450658 -0.00047372773722389008 -0.00042330805581808871 0.00047517223567197688 -0.00038246118260975458 0.00058032029059246269 0.00011253589411506338
leaf_weight=0.0019313347050489349 0.0010437201828915462 0.0011038085591115387 0.001319519626320207 0.0012521970686693133 0.0016492560341423469 0.0010251330908698656 0.0019704343752644225
leaf_count=804 715 766 372 535 308 223 187
internal_value=0 3.96969e-05 -3.61265e-05 3.0807e-05 -6.24863e-05 5.98103e-05 -0.000102378
internal_weight=0 0.0102517 0.00832035 0.00721654 0.00596434 0.00431509 0.00328995
internal_count=3910 3195 2391 1625 1090 782 559
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=9
num_cat=0
split_feature=50 15 16 47 1 16 48 12
split_gain=3.31855e-05 4.8383e-05 3.98757e-05 8.02812e-05 8.50803e-05 7.22748e-05 0.00010371 6.88027e-05
threshold=0.084340000000000012 -0.24219999999999997 0.3935300000000001 0.09252500000000001 1.0000000180025095e-35 -0.010819999999999998 0.085875000000000021 0.090840000000000018
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=0.00043657644273030168 -0.00033968961043197673 -0.00047806755774142985 -0.00036204955042671021 -0.0004714725905263732 0.0004486922355967519 0.00070190253371243722 -0.00032038010177523759 0.00015120549915670204
leaf_weight=0.0010198089872732489 0.0010176397684752226 0.0013014248487560852 0.0011096486899028679 0.001037694264514292 0.0015959460563150709 0.00118953117068318 0.0011671403561604825 0.0013725296665347483
leaf_count=276 731 982 358 226 277 375 154 531
internal_value=0 3.23363e-05 -1.46494e-05 3.5648e-05 0.000115061 0.000297801 0.000123833 -0.000155064
internal_weight=0 0.00979372 0.00877392 0.00766427 0.00662657 0.00395262 0.00276309 0.00267395
internal_count=3910 3179 2903 2545 2319 806 431 1513
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=7
num_cat=0
split_feature=1 4 15 151 47 1
split_gain=1.57082e-05 3.39936e-05 2.50002e-05 5.09917e-05 5.00168e-05 3.44365e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.044604999999999992 0.086425000000000016 0.11097000000000001
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=0.0031858559372587103 -0.011416661105641079 -0.01852216976101238 -0.011318582741772181 0.029435702209271393 -0.0017577045135591524 0.0059311998249051926
leaf_weight=0.00167163767698074 0.0014219335205496496 0.0012689710607229566 0.0011005586089825811 0.0014759657419727052 0.0019497912092718938 0.0010790205436951236
leaf_count=422 318 1586 571 382 317 314
internal_value=0 -0.00618188 0.00252279 0.00509306 0.0103044 0.0195093
internal_weight=0 0.00294061 0.00702727 0.00592671 0.00450478 0.00255499
internal_count=3910 2008 1902 1331 1013 696
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=8
num_cat=0
split_feature=2 4 12 13 48 42 3
split_gain=1.53112e-05 2.91349e-05 5.77425e-05 5.20837e-05 3.61598e-05 5.04357e-05 1.61729e-05
threshold=0.11462500000000002 0.15045000000000003 0.09364500000000002 -0.13934999999999997 0.083775000000000002 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.026227080165388231 0.0079376837629647739 -0.0085206726605527531 0.02469823838738942 -0.0067457708997049814 0.010616398886466868 -0.025544984897740909 0.010525436498123281
leaf_weight=0.0010106996046087783 0.0019374847356959856 0.0010413689972645261 0.0010517581185266953 0.0011840769913311845 0.0016768409973002656 0.0010455546675693017 0.0010001294231631339
leaf_count=129 599 263 80 1062 483 1148 146
internal_value=0 -0.00196889 0.00817122 -0.00555575 -0.00129772 -0.00748334 0.00116257
internal_weight=0 0.00801043 0.00209313 0.0059173 0.0049066 0.00322976 0.00218421
internal_count=3910 3311 343 2968 2839 2356 1208
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=7
num_cat=0
split_feature=3 4 2 0 0 2
split_gain=1.46425e-05 3.0404e-05 3.19185e-05 3.58909e-05 2.96338e-05 4.28663e-05
threshold=0.13772500000000001 -0.34687499999999999 0.11542500000000001 -0.06402999999999999 -0.10575999999999998 0.086315000000000017
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=-0.017492125446052224 0.0091862734519637911 0.015590554728356666 0.017167626620823346 0.0093621376506980766 -0.018036630597676875 -0.0099158303307232878
leaf_weight=0.001058045203633934 0.0014669861629789437 0.0010171999126973989 0.0010081812018111072 0.0019426013851731603 0.0015599035125880897 0.0018705752321916441
leaf_count=261 239 146 390 251 2271 352
internal_value=0 -0.00163631 0.00063121 -0.00197771 -0.00693058 -0.000931373
internal_weight=0 0.00845651 0.00739846 0.00639028 0.00444768 0.00288778
internal_count=3910 3671 3410 3020 2769 498
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=3.25286e-05 4.36725e-05 5.47938e-05 6.73047e-05 6.75811e-05 8.42841e-05 7.41196e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.091555000000000011 0.095040000000000013
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=0.00030911648157018478 -0.00033774872610779598 -0.00044330136383552123 0.00022354015954657893 0.00046009710020929233 -0.00040016387909676276 0.00057222312034784666 -0.00038525886861378651
leaf_weight=0.0017992908954541547 0.0010014523057494647 0.0010639224075023324 0.0015313585749677575 0.0011841529889619271 0.0015670312535905314 0.0010038457033066878 0.0015441164559784181
leaf_count=802 731 759 344 532 306 151 285
internal_value=0 3.3441e-05 -2.93907e-05 3.50802e-05 -5.40544e-05 7.89002e-05 -8.21221e-05
internal_weight=0 0.00969372 0.00789443 0.0068305 0.00564635 0.00407932 0.00307548
internal_count=3910 3179 2377 1618 1086 780 629
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=2.73414e-05 4.79865e-05 5.56061e-05 7.2363e-05 6.50769e-05 7.6353e-05 7.17812e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.090910000000000005 0.095040000000000013
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=0.00031662934830641129 -0.00031138636591245553 -0.00045544502712535504 0.00020509139120762466 0.00046491356226582256 -0.00040466886512299831 0.00051608058050551262 -0.00039809745345790174
leaf_weight=0.0017990861354145954 0.0010102729484116344 0.0010627748971940741 0.0015285482508760112 0.0011955957525574441 0.0015747516583710444 0.0010646290215144648 0.0015056802446470636
leaf_count=802 731 759 336 532 306 164 280
internal_value=0 2.75122e-05 -3.80637e-05 2.65118e-05 -6.58724e-05 6.42908e-05 -9.423e-05
internal_weight=0 0.00973107 0.00793198 0.0068692 0.00567361 0.00409886 0.00303423
internal_count=3910 3179 2377 1618 1086 780 616
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=8
num_cat=0
split_feature=11 2 52 0 3 52 2
split_gain=1.47556e-05 2.88011e-05 4.38234e-05 4.29563e-05 4.7933e-05 3.35438e-05 4.83057e-05
threshold=0.077330000000000024 0.091985000000000011 -0.077699999999999977 -0.053834999999999994 -0.074234999999999982 0.10701500000000001 0.10571000000000001
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=0.016130856037991276 -0.011233699442082058 0.024710401159834874 0.012275337621399152 -0.02183681739400584 -0.0094189138512727477 0.016196053645473042 -0.015463817206197276
leaf_weight=0.001265559953359426 0.0010522735056184432 0.0010413977298874837 0.0010315187312977315 0.00109264645928308 0.0017491160508473127 0.0010980647466745787 0.0016039650761942551
leaf_count=1629 279 400 260 200 409 367 366
internal_value=0 0.0012898 0.00657107 -0.00484991 0.00130687 0.00151147 -0.00460681
internal_weight=0 0.00888227 0.00477495 0.00410732 0.00301468 0.00373355 0.00263548
internal_count=3910 3631 1393 2238 2038 993 626
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=2.9532e-05 4.67061e-05 5.11494e-05 6.81613e-05 5.85928e-05 8.42786e-05 6.68303e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.099595000000000017 -1.0000000180025095e-35
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=0.0003099369837564362 -0.00031810463056518198 -0.00043272147141187693 -0.00045366569487807458 0.00045189925196092718 -0.0003801563280291687 0.00054713415456175934 0.00013256293925733694
leaf_weight=0.0018386123735038068 0.001048454315494044 0.0010836555595110037 0.0012396054029917614 0.0011928197649936426 0.0016131696641997215 0.0010281199510659917 0.0018839004945420041
leaf_count=802 731 759 365 532 306 229 186
internal_value=0 2.79962e-05 -3.64687e-05 2.5248e-05 -6.30323e-05 6.01905e-05 -0.00010009
internal_weight=0 0.00987988 0.00804127 0.00695762 0.0057648 0.00415163 0.00312351
internal_count=3910 3179 2377 1618 1086 780 551
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=1.28715e-05 2.71306e-05 3.67284e-05 5.63981e-05 5.41551e-05 8.79393e-05 4.30849e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.010488781479986017 -0.0210530137244795 0.014932793002270774 -0.013560455906651656 0.023356865997780141 0.0079040109008758092 0.025018805828498303 -0.019431105685100397
leaf_weight=0.0010532939803880722 0.0011251519465987009 0.0012384545307967667 0.0017892022024094071 0.0010877108556675529 0.0010239806241246893 0.0012903202076902801 0.0013198047442942399
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 0.00120337 -0.00102331 0.00281312 -0.00188208 0.00405342 -0.00748862
internal_weight=0 0.00887463 0.00763617 0.00584697 0.00475926 0.00363411 0.00234379
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=10
num_cat=0
split_feature=50 133 12 48 49 1 43 16 2
split_gain=7.14874e-05 6.7469e-05 7.92214e-05 8.20502e-05 8.53542e-05 7.72015e-05 0.00010018 6.2716e-05 4.72602e-05
threshold=0.086465000000000014 0.088055000000000008 -0.036459999999999992 0.11028500000000001 -0.00064499999999999985 0.11198000000000001 -0.07526999999999999 -0.095109999999999986 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.00037833319933749504 -0.00050035581258694268 -0.000408955299223314 0.00022805088557558274 -0.00035693356142657096 0.00070450853652787861 0.00079647321128253402 0.00024801965083428445 -0.00043307992263082548 -0.0003137768513392087
leaf_weight=0.0011687113425189162 0.0010218469157848463 0.0011298752630419214 0.0012019385511939928 0.0010023229745437599 0.001177922631233543 0.0013047597592580188 0.001322612527869014 0.0010196221524384512 0.0010194364558134125
leaf_count=354 715 715 125 114 353 178 754 301 301
internal_value=0 4.32728e-05 9.87077e-05 0.000167977 0.000242645 0.000389083 0.000238074 -7.53861e-05 3.48342e-06
internal_weight=0 0.0103472 0.00921733 0.00804862 0.00704629 0.00482473 0.00351997 0.00222156 0.00234205
internal_count=3910 3195 2480 2126 2012 1586 1408 426 1055
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=7
num_cat=0
split_feature=42 51 12 43 2 2
split_gain=1.52346e-05 2.97278e-05 4.88943e-05 4.01352e-05 5.88486e-05 3.55538e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.10058500000000002 -0.083899999999999988 0.089910000000000004 0.11290500000000002
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=-0.010008540732825118 -0.012693368272381876 0.024851800158730997 -0.015018386749094982 -0.012496966032818912 0.020111498249932483 1.5356597626761365e-05
leaf_weight=0.0013272963702345162 0.0012590908464388617 0.0010920367270058464 0.0011477132368586523 0.0015541019460860029 0.001908904773541324 0.0016338829222263356
leaf_count=1060 521 424 245 900 462 298
internal_value=0 0.00150245 0.00393869 0.00745421 0.00372668 0.0108434
internal_weight=0 0.00859573 0.00733664 0.00618893 0.00509689 0.00354279
internal_count=3910 2850 2329 2084 1660 760
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.66066e-05 3.95387e-05 2.73627e-05 3.97958e-05 5.04124e-05 5.89813e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
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=0.0037208893440323003 0.022124923391284676 -0.020024585373860836 -0.011789047117090229 -0.0069702442366610237 -0.014616819885431185 0.0196317246683991
leaf_weight=0.0016366607355196288 0.0011345695515417161 0.0012268954510588407 0.0011152823271104763 0.0014897820389857693 0.0014062575212442589 0.0018918829372680901
leaf_count=408 266 1584 583 162 412 495
internal_value=0 -0.0064529 0.00257978 0.00528562 0.00129529 0.00791231
internal_weight=0 0.00286356 0.00703777 0.00592249 0.00478792 0.00338166
internal_count=3910 1992 1918 1335 1069 657
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=9
num_cat=0
split_feature=12 13 16 1 42 52 151 2
split_gain=3.63775e-05 7.39713e-05 5.77228e-05 4.55509e-05 0.000108623 5.71174e-05 8.15027e-05 0.000100363
threshold=0.11655500000000001 0.11202500000000001 0.15737500000000001 0.11797500000000001 0.085545000000000024 0.084240000000000023 -0.0088999999999999982 0.089910000000000004
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=-0.00021446291751554741 -0.00036673622911642358 0.00045902046063332438 -0.00040421984218251246 0.00038356230127869578 -0.00059088717671207749 -0.00031593223108409581 -7.0036747691152259e-06 0.0007504986134569873
leaf_weight=0.0012782970500558738 0.0010011448111504886 0.0013136982536017484 0.0014041920907673722 0.0011747007039591409 0.0011174843340621384 0.001076414096613354 0.0012937086413035955 0.0014003448590806013
leaf_count=337 187 224 530 329 1093 511 484 215
internal_value=0 2.51869e-05 -3.99838e-05 2.96881e-05 -3.77267e-05 8.47088e-05 0.000193273 0.000386739
internal_weight=0 0.0100588 0.00874514 0.00734095 0.00616625 0.00504876 0.00397235 0.00269405
internal_count=3910 3723 3499 2969 2640 1547 1036 699
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=8
num_cat=0
split_feature=151 48 51 4 15 16 3
split_gain=1.599e-05 3.10366e-05 6.87884e-05 5.07106e-05 4.84823e-05 4.20975e-05 3.95377e-05
threshold=-0.086249999999999979 0.093225000000000016 0.083165000000000017 0.28937500000000005 -0.017214999999999998 0.15100500000000003 -0.069909999999999986
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=0.011789852370337655 -0.017707093752601943 0.011754699180347545 -0.027737113041714997 0.020434931069675706 -0.0021586205749980487 -0.011510057919458958 0.024320704788396486
leaf_weight=0.001024754554679006 0.0017415913171194273 0.001491436216596251 0.0010522499082914558 0.0010084727689317376 0.001139521762177582 0.0013254916850454291 0.0011162928219834375
leaf_count=351 758 352 390 316 1307 211 225
internal_value=0 -0.00140311 -0.00406089 -0.000125992 -0.00402145 0.00263388 0.0109447
internal_weight=0 0.00887506 0.00738362 0.00633137 0.0053229 0.00358131 0.00225581
internal_count=3910 3559 3207 2817 2501 1743 1532
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=7
num_cat=0
split_feature=52 4 160 12 13 2
split_gain=1.5644e-05 3.47924e-05 3.40329e-05 2.99864e-05 2.9605e-05 2.88199e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 0.10809500000000001 -0.083924999999999986 0.10510500000000002
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=-0.0058790331163237151 -0.018889462446944907 0.014452923019262903 0.014625254718197388 -0.015091312493641327 -0.011025105809389106 0.0099648718177090395
leaf_weight=0.0015111607580744315 0.0011067913127571077 0.0018996440002148887 0.0016334069496866058 0.0010159260344551769 0.0015964925897723917 0.0011082041813873307
leaf_count=795 924 395 482 166 970 178
internal_value=0 0.00544483 -0.00292652 0.000373354 0.00399497 -0.00242481
internal_weight=0 0.0034108 0.00646082 0.00535403 0.0043381 0.0027047
internal_count=3910 1190 2720 1796 1630 1148
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 13 1
split_gain=2.96502e-05 4.8607e-05 5.25884e-05 7.85979e-05 7.28037e-05 8.47985e-05 6.33147e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 -0.13934999999999997 0.094695000000000015
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=0.00031317241624742126 -0.00032100197942056994 -0.00043153489775223986 -0.00043003156023376589 0.00048067858381018141 -0.00041645028760796805 4.2548063690204271e-06 0.00056533033681900244
leaf_weight=0.0018942868922808805 0.0010184765072741861 0.0011130360749100135 0.0010017301441448238 0.0012161927398711483 0.00164926829080656 0.0019889476633129215 0.0012650878992800357
leaf_count=802 731 759 70 532 306 447 263
internal_value=0 2.99711e-05 -3.51792e-05 2.67705e-05 -6.67157e-05 6.88195e-05 0.000222387
internal_weight=0 0.0101285 0.00823426 0.00712123 0.00590503 0.00425577 0.00325404
internal_count=3910 3179 2377 1618 1086 780 710
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=9
num_cat=0
split_feature=12 13 16 12 160 13 16 1
split_gain=3.80955e-05 3.78758e-05 4.44675e-05 5.80578e-05 4.4753e-05 7.14095e-05 6.07498e-05 0.000144073
threshold=0.11655500000000001 0.11202500000000001 0.081265000000000018 -0.041094999999999993 -0.080184999999999992 -0.083514999999999992 -0.15595499999999998 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=0.00048749095207144212 -0.00036739321930787339 0.00034330179192666282 -0.00028565752288457389 -0.00037126367383126849 0.00041599362276242824 -0.00050086332981285361 -0.00037880313408299453 0.00062242192126789895
leaf_weight=0.001028552854876138 0.0010094126007380586 0.0013085769259135035 0.0018351287889020636 0.0011140457567335319 0.0015189202606719025 0.0010007064269250817 0.0012036559586799519 0.0010214950375769839
leaf_count=392 187 224 612 632 595 161 953 154
internal_value=0 3.22318e-05 -1.44358e-05 5.78307e-05 -1.75988e-05 6.54396e-05 -9.96215e-05 8.0827e-05
internal_weight=0 0.0100311 0.00872251 0.00688738 0.00585882 0.00474478 0.00322586 0.00222515
internal_count=3910 3723 3499 2887 2495 1863 1268 1107
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 16
split_gain=1.49098e-05 3.84903e-05 5.39673e-05 3.69808e-05 4.04115e-05 5.8928e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 0.096385000000000012 -0.055679999999999993
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=0.019165358870887123 -0.011502433363083014 0.029190343026791316 -0.015972062866535221 -0.010148345499826007 -0.0076875396535994803 0.0020972852807456858
leaf_weight=0.0010595040750520359 0.0010173196388711227 0.00141369397560881 0.0018683415527524653 0.0014873125527859136 0.0011941938907135113 0.0018577775843242644
leaf_count=248 179 772 1139 339 191 1042
internal_value=0 0.00127835 -0.00114468 0.00350889 0.0080575 0.013805
internal_weight=0 0.00888082 0.00782132 0.00595298 0.00446567 0.00327147
internal_count=3910 3731 3483 2344 2005 1814
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=2.30675e-05 5.14601e-05 6.05159e-05 6.62882e-05 6.07607e-05 7.92069e-05 6.68509e-05
threshold=0.082310000000000008 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.099595000000000017 -1.0000000180025095e-35
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=0.00032818029440986689 -0.0002865682782634062 -0.00048131577648484719 -0.00045591420702087405 0.000452075302785063 -0.00039217726743154296 0.00053888813862037381 0.00013898414353414695
leaf_weight=0.0017690341254466375 0.0010014363682832881 0.0010450932721284964 0.0011944375554521895 0.0011611029720832488 0.0015549731558368602 0.0010121487236492473 0.0018527509650882539
leaf_count=799 747 756 362 529 305 226 186
internal_value=0 2.61744e-05 -4.21408e-05 2.56011e-05 -6.25986e-05 6.365e-05 -9.42042e-05
internal_weight=0 0.00958954 0.00782051 0.00677541 0.00561431 0.00405934 0.00304719
internal_count=3910 3163 2364 1608 1079 774 548
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=7
num_cat=0
split_feature=11 4 2 2 1 3
split_gain=1.45673e-05 2.73855e-05 3.05421e-05 3.36945e-05 2.70593e-05 3.79617e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.086915000000000006 0.11230000000000001 0.090820000000000012 -0.100615
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=0.016893795958833613 -0.011187322850689779 -0.01336914414101382 0.014933512373674318 -0.0072719889432372453 0.019654390701871558 -0.0068845026911854169
leaf_weight=0.0010681237389096696 0.0010467898679752145 0.001980084741495 0.001262719662094498 0.0014893032705364144 0.0012330373673905735 0.0018076773150376522
leaf_count=171 279 410 439 413 551 1647
internal_value=0 0.0012882 -0.00389792 0.00291663 0.00726101 0.00194718
internal_weight=0 0.00884095 0.00473211 0.00275202 0.00410884 0.0028758
internal_count=3910 3631 1262 852 2369 1818
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=8
num_cat=0
split_feature=1 4 15 47 150 2 0
split_gain=1.55924e-05 3.55897e-05 2.63744e-05 3.98886e-05 4.95352e-05 4.92727e-05 2.59194e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 1.0000000180025095e-35 0.086425000000000016 0.087235000000000021 0.088300000000000003 -0.10462499999999998
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=0.0033939128576311382 0.035265048708236074 -0.019181972247061304 -0.011584809495339514 -0.017306123165343561 -0.0052258641904109381 0.0071451155867826941 0.0046775382751815557
leaf_weight=0.0016324998559086752 0.0011008236383767782 0.0012202352557756943 0.0011170891407912839 0.0010139588776584578 0.0012123557215322598 0.0014359704379545192 0.0011385381669222192
leaf_count=408 315 1584 583 116 228 418 258
internal_value=0 -0.00626275 0.00250498 0.00517195 0.0114013 0.0193476 -0.00567812
internal_weight=0 0.00285274 0.00701874 0.00590165 0.00374915 0.00253679 0.0021525
internal_count=3910 1992 1918 1335 961 733 374
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=7
num_cat=0
split_feature=13 39 48 4 150 52
split_gain=1.4873e-05 3.41271e-05 5.21437e-05 4.74589e-05 3.7604e-05 7.33184e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 -0.034289999999999994 0.086870000000000017 -0.060039999999999989
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=0.010100630728547376 -0.013639411275199213 0.01243363897668562 -0.025350397551962139 0.030845569542607889 -0.010405895496641969 -0.0012453288357375586
leaf_weight=0.0012645268646426571 0.0019737056119260273 0.0014562707734417013 0.0010154481352759991 0.0011527478772515034 0.0011239152193279062 0.0018618484256877549
leaf_count=210 1672 419 144 422 255 788
internal_value=0 -0.00151588 -0.00436594 -0.00087971 0.00520554 0.0110259
internal_weight=0 0.00858394 0.00712767 0.00611222 0.00413851 0.0030146
internal_count=3910 3700 3281 3137 1465 1210
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=8
num_cat=0
split_feature=49 3 42 15 52 1 16
split_gain=1.47218e-05 4.14971e-05 3.22793e-05 2.72736e-05 3.13898e-05 5.04428e-05 3.76195e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091955000000000023 -0.19153499999999998 -0.08799499999999999 0.095575000000000007 0.0015250000000000001
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=0.019585045940982378 -0.012651252629326004 -0.0056356310625247825 -0.018402052193529073 -0.011938938211436705 -0.0113458010477396 0.023289184710915817 0.013398060446704075
leaf_weight=0.0012485092936348262 0.0012643151048214122 0.0013663427526748513 0.0010675804923886128 0.00100277090684661 0.0014089517276337847 0.0013757235303472827 0.001089613827288536
leaf_count=350 301 209 756 558 1385 215 136
internal_value=0 0.00640645 -0.00235268 0.00043725 0.00383028 0.00791178 -0.000555108
internal_weight=0 0.00261485 0.00720896 0.00614138 0.00487706 0.00387429 0.00249857
internal_count=3910 559 3351 2595 2294 1736 1521
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=8
num_cat=0
split_feature=133 49 16 160 16 0 16
split_gain=1.55426e-05 2.48079e-05 4.40625e-05 2.92963e-05 3.45829e-05 6.60889e-05 4.19667e-05
threshold=0.08845500000000002 -0.006494999999999999 -0.072804999999999981 -0.07353999999999998 -0.055679999999999993 -0.11287999999999999 0.28937500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=0.0030380354161528588 -0.011483868300173863 0.01768575996367959 -0.023238785692608871 -0.0050306098672444873 -0.020194277806978488 0.028969737733548967 0.0071522199519993522
leaf_weight=0.0017632981128876575 0.0010550511355708172 0.0013930936706502963 0.001000091412366867 0.0013211955203117983 0.0012263621983271116 0.0010077555585231287 0.0010346157437220835
leaf_count=260 897 584 392 204 434 862 277
internal_value=0 0.0013647 -0.00647174 0.00498414 0.00112906 0.00968161 -0.00768061
internal_weight=0 0.00874641 0.00276339 0.00598302 0.00458993 0.00232895 0.00226098
internal_count=3910 3013 652 2361 1777 1066 711
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=8
num_cat=0
split_feature=42 51 12 2 12 2 0
split_gain=1.53516e-05 3.32976e-05 3.71159e-05 4.55417e-05 7.87316e-05 5.28347e-05 5.04843e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.086650000000000019 0.085185000000000025 0.106035 -0.16443499999999997
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=-0.010084301014538879 -0.013601908526119953 -0.0068405836830876107 -0.011301116270854632 -0.01447480144228209 0.033601950318753591 -0.0024335613223090977 0.029162688853888043
leaf_weight=0.0013113223998735242 0.0012391564597911305 0.0016190607492422415 0.0012807457981710213 0.0010214477367088818 0.0012825860230878659 0.0010074687475935119 0.0010153242898135657
leaf_count=1060 521 916 274 232 548 113 246
internal_value=0 0.00154338 0.00414035 0.00746645 0.01282 0.00406426 0.0134259
internal_weight=0 0.00846579 0.00722663 0.00594589 0.00432683 0.00304424 0.00202279
internal_count=3910 2850 2329 2055 1139 591 359
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 52
split_gain=4.47674e-05 5.18175e-05 7.08513e-05 5.35249e-05 4.61348e-05 9.35886e-05 7.47476e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.10004000000000002 -1.0000000180025095e-35
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=0.00034268479833280107 -0.00039125074145084869 -0.00048951455561547022 -0.00046137529804334324 0.00042820202798404822 -0.00031361827599755087 0.00060143123876073886 0.00015736945427722039
leaf_weight=0.0018084487099585154 0.0010067444782760433 0.0010896701940953804 0.0012414431857303994 0.001182735413281415 0.0015919652250331326 0.0010003450150702243 0.0018987038141917681
leaf_count=802 731 759 370 532 306 223 187
internal_value=0 4.29177e-05 -2.48054e-05 4.84218e-05 -2.99355e-05 7.91369e-05 -8.72485e-05
internal_weight=0 0.00981331 0.00800486 0.00691519 0.00573246 0.00414049 0.00314015
internal_count=3910 3179 2377 1618 1086 780 557
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=7
num_cat=0
split_feature=1 4 13 3 2 0
split_gain=1.62724e-05 2.81576e-05 2.3651e-05 4.81775e-05 2.81284e-05 5.53109e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.11265500000000002 1.0000000180025095e-35 -0.055084999999999988
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=0.0022834899299849359 0.014743745768376872 -0.017751963415379199 -0.017647308440138957 -0.016575970671330684 0.01371745607425044 0.013720920697806586
leaf_weight=0.0016275811842827626 0.0013047016263940678 0.0012327309840229977 0.0011721200330510888 0.0013610111800629876 0.0019879561762414853 0.0010801258965399867
leaf_count=422 404 1586 642 131 567 158
internal_value=0 -0.00635135 0.00261824 -0.000206174 0.00504817 -0.00260382
internal_weight=0 0.00286031 0.00690591 0.00560121 0.0042402 0.00225225
internal_count=3910 2008 1902 1498 1367 800
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=8
num_cat=0
split_feature=49 151 3 52 49 0 0
split_gain=1.50841e-05 4.13681e-05 3.21294e-05 7.60036e-05 3.07431e-05 4.19906e-05 4.39316e-05
threshold=-0.029304999999999998 -0.074204999999999979 -0.078669999999999976 0.0033900000000000002 1.0000000180025095e-35 -0.032484999999999993 -0.10303999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4
right_child=2 -3 4 -5 -6 -7 -8
leaf_value=0.02245468169111469 -0.027060762976602228 -0.0034817328662634693 0.0015077619988562452 0.0087478797905398333 -0.011095423846871033 -0.0091039018234451499 0.028559989800054697
leaf_weight=0.0010010624193394636 0.0013858985656065648 0.0015944173523304496 0.0012406115832634336 0.0010356791193845965 0.0012416667701574068 0.0010848186386069702 0.0011631000255381756
leaf_count=251 1123 308 175 824 449 156 624
internal_value=0 0.0065218 -0.00237811 -0.0117458 0.00241761 0.00722728 0.0145977
internal_weight=0 0.00259548 0.00715177 0.00242158 0.0047302 0.00348853 0.00240371
internal_count=3910 559 3351 1947 1404 955 799
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=9
num_cat=0
split_feature=50 15 51 16 16 48 2 2
split_gain=3.30618e-05 5.48912e-05 4.9948e-05 4.23327e-05 7.73333e-05 6.12007e-05 5.30798e-05 2.64675e-05
threshold=0.084340000000000012 -0.24219999999999997 0.077145000000000005 -0.0099649999999999982 0.15100500000000003 0.085090000000000013 0.084065000000000015 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=0.00046284096454005347 -0.00034049723010757296 0.0002145308527672518 0.00033530705466945952 0.00044648903557483355 -0.00033150798167215604 -0.00063887377244266992 -0.00033404294132003597 8.0059486774992263e-05
leaf_weight=0.0010139952149960827 0.0010173173872082527 0.0012850366770919002 0.0013031467850867506 0.0013294393737952378 0.0013062009409106055 0.0010163177050901608 0.0014358833779725055 0.0011123202636910967
leaf_count=276 731 288 317 591 254 217 948 288
internal_value=0 3.08726e-05 -1.89678e-05 -8.06458e-05 6.66004e-05 -0.000228314 -7.49624e-05 -0.000142221
internal_weight=0 0.00980234 0.00878835 0.0074852 0.00374796 0.00373724 0.00272092 0.00241852
internal_count=3910 3179 2903 2586 1133 1453 1236 542
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=9
num_cat=0
split_feature=484 12 13 43 3 13 16 52
split_gain=0.000166994 7.57503e-05 5.34734e-05 4.39707e-05 6.3845e-05 5.19516e-05 7.34358e-05 0.000128834
threshold=-1.0000000180025095e-35 0.11655500000000001 0.10924000000000002 -0.049504999999999987 -0.075954999999999981 -0.10939499999999998 -0.19424999999999998 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8
right_child=1 -3 -4 5 -6 6 7 -9
leaf_value=-0.00077807795876178064 -5.6355508490849945e-06 -0.0004437395922618251 0.00047283195193344299 0.00023894965053937835 0.00062604932323738114 -0.00057585404362048059 -0.00046976162544325612 0.00038543829631384059
leaf_weight=0.0010081434107745658 0.0014163365982420967 0.0010461239809839524 0.0013552068948569059 0.0017391117528576337 0.0010874820911568202 0.0011857581325945893 0.0012122903251211622 0.0015345604241925031
leaf_count=627 790 154 213 285 370 176 296 999
internal_value=0 5.71191e-05 0.000112095 5.22978e-05 0.000268724 -4.32448e-05 -0.000168039 8.00585e-06
internal_weight=0 0.0105769 0.00953075 0.00817554 0.00250382 0.00567172 0.00393261 0.00274685
internal_count=3910 3283 3129 2916 1160 1756 1471 1295
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=9
num_cat=0
split_feature=147 52 13 151 48 15 4 16
split_gain=1.46235e-05 4.03274e-05 6.05607e-05 4.91175e-05 5.03834e-05 3.82588e-05 5.77769e-05 3.70452e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.23438999999999996 -0.044604999999999992 0.091555000000000011 -0.10071499999999999 -0.0025899999999999994 0.064860000000000015
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=0.02367124292584339 0.010855421100000583 -0.018424981907200155 -0.0211948727892921 0.013642508126144452 0.021333865278565789 0.014225106454691456 -0.027022263661864505 -0.012278048379188512
leaf_weight=0.001043912120526647 0.0010966325444973649 0.0011990658970823763 0.001132939892474062 0.0010320304259447861 0.0010522611228151553 0.0010739730299323754 0.0011041266176198576 0.0010362818024078923
leaf_count=148 234 639 396 324 219 1231 390 329
internal_value=0 -0.00140046 0.00133025 -0.00229591 0.00174499 -0.00310913 -0.00848752 0.00121022
internal_weight=0 0.00867459 0.00747553 0.00643161 0.00529867 0.00424641 0.00321438 0.00211025
internal_count=3910 3676 3037 2889 2493 2274 1950 1560
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 12 13
split_gain=4.703e-05 4.98075e-05 5.10309e-05 6.47745e-05 6.44614e-05 5.9095e-05 3.71705e-05
threshold=0.084340000000000012 0.28937500000000005 -0.024429999999999997 -0.085924999999999987 0.15100500000000003 0.091405000000000014 -0.009474999999999999
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=0.00027829711791058141 -0.0004086971320857897 0.00033156321298838235 -0.0006485905636140557 0.00031819550994553541 -0.00051573815765518032 9.6846760389816068e-05 -0.00014001129543441537
leaf_weight=0.001654564010799507 0.0010047147931272838 0.0018001945410785853 0.0010430351856388553 0.0017829232816061677 0.0010773009961400108 0.0013823217752890183 0.0011748419933278837
leaf_count=449 731 396 479 1114 212 328 201
internal_value=0 3.65027e-05 -2.89523e-05 -0.000107641 3.43158e-05 -0.000171462 -0.000379189
internal_weight=0 0.00991518 0.00811499 0.00646042 0.00424255 0.00245962 0.00221788
internal_count=3910 3179 2783 2334 1654 540 680
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=7
num_cat=0
split_feature=1 16 4 47 1 3
split_gain=1.46665e-05 3.2145e-05 2.3178e-05 5.01197e-05 9.6575e-05 3.38562e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 0.0051950000000000008 0.09252500000000001 0.11097000000000001 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.019080530574425464 0.0080190114810088017 0.0026917930399127988 0.035896470926235928 -0.0082615606885989758 -0.00088318558669183474 -0.015312817480727089
leaf_weight=0.0011387546808951379 0.001098930650821344 0.0016763859440972132 0.0012187104065465037 0.0014698447039851155 0.0017236079554122242 0.001432822097673096
leaf_count=1519 875 473 171 216 358 298
internal_value=0 -0.00611535 0.00244152 0.00681795 0.014351 -0.00518542
internal_weight=0 0.00281514 0.00694392 0.00441216 0.00294232 0.00253175
internal_count=3910 1992 1918 745 529 1173
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=9
num_cat=0
split_feature=124 42 1 12 157 2 12 0
split_gain=3.07737e-05 3.10262e-05 4.35546e-05 7.25025e-05 4.46684e-05 7.49713e-05 9.06751e-05 1.33147e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 0.12263000000000002 0.098845000000000016 -1.0000000180025095e-35 0.086650000000000019 0.085185000000000025 -0.23029999999999998
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=0.00021205557916296382 -0.00044703739595703399 -0.00043541535654496839 0.00021624688482860496 -0.00063274673605838395 -0.00035604461517126795 8.0878403280376467e-05 0.00056252515825319259 -0.0002226918332139549
leaf_weight=0.0010887082436842723 0.0010917034234292642 0.0011035882751751431 0.0014320164275430309 0.0010566909438756069 0.0015816841000694248 0.001022546841191796 0.001329008901039673 0.0012161371139141949
leaf_count=310 983 501 266 257 751 91 524 227
internal_value=0 -0.000135373 -9.64505e-05 -0.00015771 -7.74337e-05 -7.12904e-07 0.000156818 -8.40323e-05
internal_weight=0 0.00983338 0.00874167 0.00730966 0.00625297 0.00514938 0.00356769 0.00223868
internal_count=3910 3600 2617 2351 2094 1593 842 318
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=8
num_cat=0
split_feature=1 0 4 16 4 13 2
split_gain=1.68118e-05 3.58434e-05 6.23331e-05 5.35842e-05 3.18576e-05 3.17673e-05 6.76596e-05
threshold=0.11235500000000002 -0.23029999999999998 -0.0021099999999999995 -0.27337499999999998 0.24280000000000004 -0.088444999999999982 0.088055000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3 -7
right_child=4 2 3 -5 -6 6 -8
leaf_value=0.013558597881930236 -0.0034480478134463382 -0.011236150047337577 -0.0031845808489158901 -0.035209441169160874 0.017443354207663936 0.027376449472018328 -0.006450969217800636
leaf_weight=0.0011153199049546703 0.0015783574634022854 0.001217650414751594 0.0010084926127041131 0.0010841256551845878 0.0013578901825753353 0.0010653951251538528 0.0013286668217040607
leaf_count=122 288 320 228 563 343 1121 925
internal_value=0 -0.00283696 -0.00604264 -0.0197757 0.00621334 0.00191428 0.00860276
internal_weight=0 0.00681965 0.00570433 0.00209262 0.00293625 0.00361171 0.00239406
internal_count=3910 3279 3157 791 631 2366 2046
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 2
split_gain=4.45063e-05 4.35384e-05 7.42827e-05 5.98101e-05 8.60602e-05 6.24112e-05 6.34333e-05 4.13062e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.087825000000000014 0.083375000000000019 -0.52908499999999992 0.10786000000000001 0.094010000000000024
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=-0.00039408273727751879 -0.0003942306008014969 -0.00033263606874395365 -0.00011310556726114498 -0.00027255830001551986 -0.00030910776125910895 0.00043822795149032286 0.00073526257514768142 -3.2448990230678506e-05
leaf_weight=0.0011043319226770798 0.0010217711124408365 0.0010976841686731248 0.0010603594485311674 0.0011046641064991567 0.0010009424469634518 0.0017663279711286574 0.0015617213990297358 0.00120649868062406
leaf_count=353 731 710 117 244 365 905 216 269
internal_value=0 3.55904e-05 8.14966e-05 0.000149699 0.000220419 0.000315152 0.000415296 0.000247207
internal_weight=0 0.00990253 0.00880485 0.00770051 0.00659585 0.00559491 0.00453455 0.00297283
internal_count=3910 3179 2469 2116 1872 1507 1390 1174
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 16
split_gain=1.56628e-05 2.77404e-05 4.27397e-05 2.85078e-05 5.976e-05 4.60733e-05 3.57182e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 0.15100500000000003
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=-0.01160358232191358 -0.011803509939874179 0.019820445641697871 0.013047100701366738 -0.029578825473853911 0.019329044447078225 -0.0016784878247771903 -0.0059141570803984385
leaf_weight=0.0014047327735810236 0.0010242865145989989 0.0013481555459287347 0.001324870464352387 0.0011063781533125188 0.0012528811393212077 0.0012727606212390714 0.0010143425495697574
leaf_count=394 279 195 512 164 1344 891 131
internal_value=0 0.00126811 0.00373844 0.000107524 -0.00358209 -0.0146531 0.00803538
internal_weight=0 0.00872412 0.00731939 0.00597123 0.00464636 0.00237914 0.00226722
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=8
num_cat=0
split_feature=2 52 52 150 0 12 3
split_gain=2.65613e-05 8.05362e-05 7.01129e-05 5.67088e-05 5.03133e-05 6.32799e-05 3.53018e-05
threshold=0.10946500000000002 0.06136500000000001 0.084240000000000023 0.086420000000000011 -0.13027499999999997 0.092150000000000024 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00050163623704110589 0.00019210700011126284 0.00058615944861408213 -0.00040842343481891383 -0.0003501441595297897 -0.00020458969614199155 0.00033978358311177861 -0.00030651512201330011
leaf_weight=0.0011005810964882234 0.0010321256350029904 0.0010627782566494286 0.0017809341739158917 0.0011528268070523226 0.0019975417786376438 0.0013938368366269191 0.0011587980784146246
leaf_count=220 386 213 1070 254 1105 494 168
internal_value=0 0.000143236 -6.92206e-05 3.77981e-05 0.00013736 1.91445e-05 -7.16185e-05
internal_weight=0 0.0032537 0.00742572 0.00564479 0.00449196 0.00339138 0.00219092
internal_count=3910 767 3143 2073 1819 1599 554
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=9
num_cat=0
split_feature=48 2 48 2 3 13 4 457
split_gain=5.22983e-05 6.8989e-05 3.75999e-05 7.40023e-05 6.62478e-05 3.85997e-05 3.24868e-05 2.9659e-05
threshold=0.11930500000000001 0.11462500000000002 0.083775000000000002 0.10113500000000002 -1.0000000180025095e-35 -0.080649999999999986 0.08734500000000002 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00017934764591280401 -0.00043828190621000753 0.00042589652509930864 -4.0218763430019255e-05 -0.00046352650538383333 0.00033314605916490804 -0.00049174393118747261 -4.3923422880536442e-05 0.00041031610337804634
leaf_weight=0.0010111716550193213 0.0010191246465131145 0.0014385009149895317 0.0011295037302275343 0.0016972378644503315 0.0016453295148982782 0.0012857913045989028 0.0012078999752870329 0.0011176457772893583
leaf_count=857 161 487 364 354 217 1198 123 149
internal_value=0 2.68914e-05 -3.62197e-05 -0.000108444 8.57271e-06 -0.000143796 -0.000274828 0.00018386
internal_weight=0 0.0105331 0.00909458 0.00684743 0.00515019 0.00350486 0.00249369 0.00224715
internal_count=3910 3749 3262 2749 2395 2178 1321 513
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=9
num_cat=0
split_feature=50 133 12 3 49 159 16 3
split_gain=2.75589e-05 4.51449e-05 6.19916e-05 6.54367e-05 8.5849e-05 6.17509e-05 4.50234e-05 4.24495e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 -0.13927999999999999 -0.00064499999999999985 1.0000000180025095e-35 -0.057604999999999996 0.090325000000000003
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=-0.00036396566119889729 -0.00031654710527319958 -0.00035404392717417404 0.00052271669916390852 -0.00054397005382098842 8.3076680255567386e-05 -0.0001966267797548886 0.00056124595476792643 -2.3708713199143482e-06
leaf_weight=0.0011050075431551344 0.001005899300768707 0.0010814295246486571 0.001361445817183924 0.0010647093183060925 0.0013281175965630099 0.0010406134078172462 0.0017607432207680988 0.0011653797277756859
leaf_count=353 731 710 286 256 646 286 481 161
internal_value=0 2.40821e-05 7.04129e-05 0.00013258 4.906e-05 0.000216476 0.000355647 -0.000260946
internal_weight=0 0.00990745 0.00882602 0.00772101 0.00635956 0.00412947 0.00308886 0.00223009
internal_count=3910 3179 2469 2116 1830 1413 1127 417
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=8
num_cat=0
split_feature=1 0 4 16 4 13 2
split_gain=1.64263e-05 3.26882e-05 4.42707e-05 4.75752e-05 3.05689e-05 2.50583e-05 5.57624e-05
threshold=0.11235500000000002 -0.23029999999999998 -0.0021099999999999995 -0.27337499999999998 0.24280000000000004 -0.088444999999999982 0.088055000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3 -7
right_child=4 2 3 -5 -6 6 -8
leaf_value=0.012814861611436698 -0.0033048830080763245 -0.010817160764107164 -0.00193012480620808 -0.032107474087420942 0.017102237019221596 0.023832815255945855 -0.0068417964455387672
leaf_weight=0.00112037345476672 0.0015894535921849925 0.0012258134345869828 0.0010156828662355203 0.001075715123485488 0.0013639080858926188 0.001064438904059412 0.0013370207401312601
leaf_count=122 288 320 228 563 343 1121 925
internal_value=0 -0.00280453 -0.00586461 -0.0174519 0.00611944 0.000816352 0.00675462
internal_weight=0 0.00683904 0.00571867 0.0020914 0.00295336 0.00362727 0.00240146
internal_count=3910 3279 3157 791 631 2366 2046
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=9
num_cat=0
split_feature=150 150 151 4 15 13 1 52
split_gain=2.91231e-05 5.50368e-05 7.44479e-05 9.20785e-05 5.02288e-05 4.12786e-05 6.0477e-05 5.11048e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.41315500000000005 -0.075094999999999981 -0.0019849999999999994 0.079945000000000016 -0.0093349999999999978
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=-0.00047956500277325552 -0.00031553697051226327 0.00042073807029899323 -0.00036350419275884031 0.000583880631485572 0.00055936227974744135 0.00018453931565343021 -0.00042757910186608163 -1.1989354942708278e-05
leaf_weight=0.0012172579819194878 0.0010762254306508111 0.0011838590607724337 0.00146378922343764 0.001042560519969051 0.0010429569805430934 0.0012134757812138164 0.0012700262642535143 0.0014232219176247725
leaf_count=412 161 292 687 281 275 334 341 1127
internal_value=0 2.41654e-05 -2.99647e-05 4.34362e-05 -4.44173e-05 4.99476e-05 -0.000128489 0.000229638
internal_weight=0 0.00985715 0.00867329 0.00745603 0.00641347 0.00494968 0.0024835 0.00246618
internal_count=3910 3749 3457 3045 2764 2077 675 1402
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=8
num_cat=0
split_feature=132 13 3 2 12 1 4
split_gain=3.5348e-05 5.32385e-05 7.02987e-05 7.28803e-05 5.66062e-05 5.41587e-05 4.08513e-05
threshold=0.080815000000000012 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.093225000000000016 0.099595000000000017 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 6 -3 -1 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-2.3470188817539651e-05 0.00034530066833991552 -0.00075124418134971365 -8.0711741458933727e-05 -0.00036573859342467171 -0.00012054662267447884 0.00051530159147614803 0.00035091287357531445
leaf_weight=0.0019444888530715286 0.0010070861184453628 0.0010588038839530983 0.0015409869768275406 0.0014805491016813789 0.0011321217770849505 0.0011366371846569454 0.0018613803306280845
leaf_count=846 395 898 485 292 479 258 257
internal_value=0 -3.98335e-05 -0.000133532 -2.59832e-06 -0.000425342 0.000175284 0.000155423
internal_weight=0 0.010155 0.00707384 0.00488292 0.00219093 0.00308113 0.00340237
internal_count=3910 3515 2411 1034 1377 1104 742
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=9
num_cat=0
split_feature=50 15 12 160 2 13 12 4
split_gain=3.13111e-05 4.57435e-05 3.34561e-05 6.55361e-05 5.44595e-05 5.68921e-05 3.8583e-05 1.6184e-05
threshold=0.084340000000000012 -0.24219999999999997 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 0.051320000000000005 -0.0090299999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00042747375592622796 -0.00033188555407117552 -0.00030609332218967122 0.00060876690233736168 -0.00040176057829356421 0.00024571645116332002 -0.00043130625899969442 0.00013377930393769217 -8.3537115570868437e-05
leaf_weight=0.0010029375096670358 0.0010095385748829016 0.0012906570802653479 0.0010822864431384014 0.0011168546812225181 0.0014810004488130645 0.0010338519309597075 0.0016751578805018139 0.0010240947252613563
leaf_count=276 731 284 102 308 171 783 860 395
internal_value=0 3.09442e-05 -1.47472e-05 3.59765e-05 0.000113622 -4.73447e-05 0.00032021 -0.000258246
internal_weight=0 0.00970684 0.0087039 0.00741325 0.00629639 0.00353895 0.00275744 0.00205795
internal_count=3910 3179 2903 2619 2311 1349 962 1178
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=9
num_cat=0
split_feature=50 150 150 151 4 15 2 12
split_gain=2.88533e-05 4.48463e-05 6.17637e-05 7.89683e-05 8.40686e-05 0.000101699 3.25708e-05 4.45329e-05
threshold=0.084340000000000012 0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.25367000000000006 -0.038029999999999987 0.10113500000000002 1.0000000180025095e-35
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=-0.00045353599422468422 -0.0003183790212928306 -0.00035901469402055321 0.00049802334464203366 -0.00052695936046156914 0.00051930831106270045 0.00056964774864937671 -0.00012706600698652199 4.9602684154151548e-05
leaf_weight=0.0011981463034944941 0.0010265988978555409 0.0010363570806462873 0.0011403804918217082 0.0011815243693416204 0.0014034442729489345 0.0010388065578025357 0.0012889368571765919 0.0016209115007539054
leaf_count=313 731 158 277 606 349 136 281 1059
internal_value=0 2.69512e-05 7.2036e-05 9.20589e-06 9.40642e-05 -2.22682e-05 0.000128746 0.000252717
internal_weight=0 0.00990851 0.00887215 0.00773177 0.00653362 0.00513018 0.00394865 0.00265972
internal_count=3910 3179 3021 2744 2431 2082 1476 1195
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=8
num_cat=0
split_feature=123 1 42 3 0 49 15
split_gain=1.65098e-05 2.99882e-05 2.8343e-05 3.61463e-05 5.32288e-05 4.81671e-05 2.51816e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.088825000000000015 -0.12008499999999998 -0.083564999999999987 -0.006494999999999999 -0.10192499999999999
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=0.012509678548824656 0.011740925911077876 0.011981488832792288 -0.017659416206072535 -0.014162398903346005 -0.024265967214942775 -0.00079562140894663149 0.020726901728819622
leaf_weight=0.0014579681443936156 0.0010494934637180599 0.0013845133637301835 0.0012686329112492302 0.0013682813818177678 0.0011447102700695936 0.0011058148029680901 0.0010692861267619733
leaf_count=307 334 233 959 346 821 216 694
internal_value=0 -0.00152838 -0.00405102 -0.00124206 -0.00551876 0.000537631 0.00978492
internal_weight=0 0.00879921 0.00741469 0.00614606 0.00468809 0.00354338 0.0021751
internal_count=3910 3576 3343 2384 2077 1256 910
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=7
num_cat=0
split_feature=13 39 48 4 150 52
split_gain=1.65119e-05 3.38856e-05 4.21916e-05 5.00532e-05 3.98099e-05 7.19387e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 -0.034289999999999994 0.086870000000000017 -0.060039999999999989
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=0.010578173013080804 -0.014466693926094093 0.01217383385734031 -0.02346689486888226 0.030666250779654427 -0.011198148182147684 -0.0012547075582388248
leaf_weight=0.0012613513341196 0.0019780021512924798 0.0014643376930674901 0.001009605698082984 0.0011405896455534412 0.0011192627943095879 0.0018529810617371226
leaf_count=210 1672 419 144 422 255 788
internal_value=0 -0.00167685 -0.00453331 -0.00139491 0.00489176 0.0109076
internal_weight=0 0.00856478 0.00710044 0.00609084 0.00411283 0.00299357
internal_count=3910 3700 3281 3137 1465 1210
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=7
num_cat=0
split_feature=2 52 52 150 0 12
split_gain=1.8313e-05 5.39695e-05 4.93151e-05 4.8605e-05 3.46272e-05 6.68384e-05
threshold=0.10946500000000002 1.0000000180025095e-35 0.084890000000000007 0.086420000000000011 -0.13027499999999997 0.092150000000000024
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=0.022205179886612161 -0.0033999154485667804 0.024971376649898239 -0.018617456736630893 -0.017362699875966274 -0.010764318741722996 0.018760721499106101
leaf_weight=0.0010520080651601278 0.0019233317843196358 0.0010293110053398262 0.0015504285751682407 0.0010716398967038259 0.0018808326520122812 0.001294410179964121
leaf_count=222 517 250 1032 254 1139 496
internal_value=0 0.00649051 -0.00293071 0.00165915 0.00648133 0.00127177
internal_weight=0 0.00295264 0.00684932 0.00529889 0.00422725 0.00317524
internal_count=3910 767 3143 2111 1857 1635
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=8
num_cat=0
split_feature=49 15 42 43 0 1 15
split_gain=1.73316e-05 4.09359e-05 2.86725e-05 3.24397e-05 4.40739e-05 3.31087e-05 1.25089e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 0.0050750000000000005 -0.068899999999999989 0.11198000000000001 -0.099824999999999983
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=0.019947050694472369 -0.011910366016115283 -0.0051359925414914409 -0.017810592627933646 0.014560069960128499 -0.016351875412244303 0.017465289915508383 0.0037587329428484906
leaf_weight=0.0012508520230785833 0.0010196901370605948 0.0013559636835362278 0.0010592192135275222 0.0012252595428541117 0.0017498642595870561 0.0010970553524219102 0.001018251379728522
leaf_count=228 246 331 756 389 433 142 1385
internal_value=0 0.00689983 -0.00262174 1.13164e-05 -0.00363792 0.00345865 -0.00408135
internal_weight=0 0.00260682 0.00716934 0.00611012 0.00488486 0.003135 0.00203794
internal_count=3910 559 3351 2595 2206 1773 1631
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=8
num_cat=0
split_feature=49 3 16 133 16 16 2
split_gain=1.40736e-05 3.79152e-05 2.66161e-05 3.3551e-05 3.13972e-05 4.79918e-05 8.19158e-06
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 -0.110495 0.092175000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=0.018867263692145749 -0.016459880703587407 -0.0053022978106670622 0.014562292150512707 -0.014992933027947609 0.0070759655178096242 -0.012496637206907968 0.019841711641053441
leaf_weight=0.0012407293335560314 0.0011284116717988459 0.0013610188497006285 0.0010201879228703783 0.0011618554410279857 0.0010000930944537279 0.0018333913233937078 0.00101060656429
leaf_count=350 261 209 253 1189 220 1137 291
internal_value=0 0.00622375 -0.00236483 0.000274507 0.00392121 -0.00282275 0.0134922
internal_weight=0 0.00260175 0.00715455 0.00602613 0.00486428 0.00285358 0.0020107
internal_count=3910 559 3351 3090 1901 1390 511
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=8
num_cat=0
split_feature=2 52 40 160 0 0 4
split_gain=1.53877e-05 4.18986e-05 4.13343e-05 4.0105e-05 6.20386e-05 6.94211e-05 3.41837e-05
threshold=0.10946500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.026849999999999995 0.012625000000000003 -0.11756999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.021190271823785939 -0.0027327195118832517 0.022354996762609231 0.018470551214428824 -0.016133405051861144 -0.024863786266599335 0.00064785013847501428 0.024367560592345981
leaf_weight=0.0010245199226077695 0.0019161103306031867 0.0010201046195731783 0.0010319628348883702 0.0012738083744933764 0.0010399630038445424 0.001197129679391801 0.0012337220405653293
leaf_count=266 517 250 822 228 151 1486 190
internal_value=0 0.0059833 -0.00267881 0.000604335 -0.00328159 0.00277691 0.0126862
internal_weight=0 0.00293621 0.00680111 0.00577659 0.00474462 0.00370466 0.00243085
internal_count=3910 767 3143 2877 2055 1904 1676
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=8
num_cat=0
split_feature=123 2 47 43 3 0 52
split_gain=1.73926e-05 2.35243e-05 4.89723e-05 3.1397e-05 4.28582e-05 5.37307e-05 4.5172e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10589000000000001 -0.13719999999999996 -0.115685 -0.083564999999999987 -0.0066199999999999991
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=-0.018922673868794232 0.012149405705626941 -0.015416529557715421 0.020509230699776254 0.015548853781591612 -0.010439098660147703 -0.023580385082626824 0.013926272424013434
leaf_weight=0.0010179727174081561 0.0010415543851624099 0.0010690377071358725 0.0010469610171720553 0.0013672934536682656 0.0014864698425218065 0.0011203064641020196 0.0015588152945561493
leaf_count=317 334 275 200 262 499 1162 861
internal_value=0 -0.00152738 0.000426868 -0.0027827 0.000186823 -0.00485554 0.00203301
internal_weight=0 0.00866686 0.00759782 0.00655086 0.00553289 0.00416559 0.00304529
internal_count=3910 3576 3301 3101 2784 2522 1360
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=8
num_cat=0
split_feature=50 4 16 48 52 43 2
split_gain=3.4993e-05 4.29824e-05 5.07367e-05 7.99899e-05 9.51639e-05 6.40098e-05 5.04541e-05
threshold=0.084340000000000012 0.28937500000000005 -0.094359999999999986 0.086065000000000016 -0.092854999999999979 -0.00084499999999999994 0.097135000000000013
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=-1.1455952829870376e-05 -0.00035226254456872979 0.0003101273220835399 -0.00052133052422460987 0.00047907912931413545 -0.00023312522668370283 0.00035946707618116644 -0.00058318995001857511
leaf_weight=0.0013246904390708655 0.0010060643301846193 0.001750207166108784 0.0012273653943526549 0.0013996075035034835 0.0011484110274646232 0.0017980050118359416 0.0010750028182323476
leaf_count=317 731 396 507 404 1010 376 169
internal_value=0 3.18761e-05 -2.92041e-05 7.3431e-05 -6.25962e-05 0.000128495 -0.000267579
internal_weight=0 0.00972329 0.00797308 0.00557339 0.00417378 0.00294642 0.00239969
internal_count=3910 3179 2783 2297 1893 1386 486
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=7
num_cat=0
split_feature=2 13 13 15 42 2
split_gain=1.60185e-05 4.14418e-05 3.81031e-05 3.2908e-05 2.71302e-05 3.66596e-05
threshold=0.097940000000000013 -0.23438999999999996 -0.086679999999999993 -0.074174999999999977 0.085195000000000007 0.084065000000000015
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -4
right_child=1 3 4 -5 -6 -7
leaf_value=-0.020951547637064291 0.022218167472404203 0.0097944102201725919 0.0047949817803176501 -0.010033613383628197 0.014713535899481076 -0.016721611206909483
leaf_weight=0.0010360466260318155 0.0010076491635970398 0.0015524142624222369 0.0019356102126206107 0.0018164107213666609 0.0010136580395715975 0.0013400529737403765
leaf_count=590 155 456 482 571 852 804
internal_value=0 0.00442547 -0.00374038 -0.000896509 0.000416818 -0.00400732
internal_weight=0 0.00437647 0.00532537 0.00336882 0.00428932 0.00327566
internal_count=3910 1182 2728 1027 2138 1286
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 4
split_gain=5.43513e-05 4.73841e-05 0.000106472 6.74683e-05 8.65556e-05 6.63018e-05 5.88138e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.10071499999999999 -0.076854999999999993
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=-2.17613954853126e-05 -0.00042807391896533802 -0.00016182027103741985 0.00056189016133628277 0.00015310851648608521 0.00055452075405327877 -0.00062603868874137555 -0.00039640246905127169
leaf_weight=0.0016266458467851909 0.0010439450834460106 0.0014036526379263004 0.0017634834047199057 0.0018921167958332393 0.0012024310807713968 0.0012229213050689207 0.0012393137892519443
leaf_count=383 254 105 587 1041 88 715 737
internal_value=0 4.13461e-05 0.000241147 -4.67449e-05 0.000107342 -0.000281093 -6.43693e-05
internal_weight=0 0.0103506 0.00316714 0.00718343 0.00433386 0.00284957 0.00313143
internal_count=3910 3656 692 2964 1866 1098 1778
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=9
num_cat=0
split_feature=50 15 12 159 2 0 13 0
split_gain=4.62267e-05 7.16531e-05 4.59976e-05 4.91777e-05 7.00599e-05 7.70192e-05 6.79069e-05 4.84745e-05
threshold=0.084340000000000012 -0.26361999999999991 -0.036459999999999992 0.083280000000000007 0.094010000000000024 -0.070174999999999987 -0.091849999999999987 -0.11991499999999998
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=0.0005352048541970428 -0.00039544435589719247 -0.00033435009558176871 0.0003962036783396823 -0.00035354457943379566 0.00025565745791319348 0.00070347201647533684 -0.00034245176015682905 -0.00016014001154825725
leaf_weight=0.0010051751605839989 0.0010418262921894341 0.001467997315062336 0.0011014313200025071 0.0010343960912724288 0.0011893109001148148 0.0011753076929621182 0.0018889715440435129 0.0013282434386577462
leaf_count=264 731 292 134 419 103 132 637 1198
internal_value=0 3.81815e-05 -1.62071e-05 4.43077e-05 0.000105885 0.000291397 -0.000111369 9.20643e-05
internal_weight=0 0.0101908 0.00918566 0.00771766 0.00668326 0.00360498 0.00307828 0.00242967
internal_count=3910 3179 2915 2623 2204 1464 740 1332
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=8
num_cat=0
split_feature=150 151 0 15 15 16 52
split_gain=1.81425e-05 7.4387e-05 3.91437e-05 4.08255e-05 4.9064e-05 3.69697e-05 3.71928e-05
threshold=0.082085000000000019 -0.024429999999999997 -0.075584999999999986 -0.015439999999999997 -0.15202999999999997 0.062650000000000025 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 -7
right_child=1 -3 5 -5 -6 6 -8
leaf_value=-0.0010813711361753753 0.023707681903395363 -0.012451870287242362 0.019627875406995791 0.0042244484914609626 -0.029740502304833036 -0.012867142011224629 0.011933589170666361
leaf_weight=0.0010541241847818162 0.0012848471919655734 0.0010210172114860766 0.0011682222600281926 0.001377200162600292 0.0013785947752806885 0.0013778264236915068 0.0010776219217503349
leaf_count=265 330 183 549 1319 720 462 82
internal_value=0 0.00769654 -0.00245657 -0.00953356 -0.0173222 0.00498415 -0.00198285
internal_weight=0 0.00230586 0.00743359 0.00380992 0.00243272 0.00362367 0.00245545
internal_count=3910 513 3397 2304 985 1093 544
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 4
split_gain=3.30039e-05 5.60141e-05 0.000120466 5.96442e-05 8.39299e-05 7.96172e-05 7.24249e-05
threshold=0.079700000000000007 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.10666500000000002 -0.10071499999999999 -0.076854999999999993
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=6.4055732345410065e-07 -0.00034325951158054908 -0.00018852235273784921 0.00059323253836042044 0.0001538252857320042 0.00052681964021466252 -0.00067372509041451628 -0.00046501619482937974
leaf_weight=0.0015408931505549559 0.0010078161629776079 0.0013534169535081018 0.0017221972986319414 0.0018200180456192253 0.0011598772841919843 0.0011951669716023295 0.0012108018527741246
leaf_count=383 254 105 587 1041 88 715 737
internal_value=0 2.90187e-05 0.000249223 -6.87563e-05 7.82611e-05 -0.000293936 -9.33997e-05
internal_weight=0 0.0100024 0.00307561 0.00692676 0.0041907 0.00273606 0.00303082
internal_count=3910 3656 692 2964 1866 1098 1778
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=9
num_cat=0
split_feature=50 133 12 156 151 1 43 12
split_gain=3.95637e-05 3.70212e-05 5.60174e-05 5.77899e-05 5.60958e-05 8.68002e-05 7.74703e-05 9.12216e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.083375000000000019 1.0000000180025095e-35 0.11561500000000001 -0.07526999999999999 0.080120000000000011
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=-0.00033391420842199287 -0.00037012215524657484 -0.00030974624344456655 0.00055761784651405205 -0.00028305063461920205 -0.00021602601753548611 0.00074099705256815162 0.00024203629807915511 -0.00047405563798800983
leaf_weight=0.0010977474583426074 0.001010530396308741 0.0010516796627372564 0.0012718676139000314 0.001065040315044747 0.0010045011826298068 0.0012538554768216723 0.0018577980258097718 0.0010824388105801102
leaf_count=353 731 710 397 380 110 172 198 859
internal_value=0 3.75916e-05 7.99033e-05 0.000140187 0.000209852 0.000288117 0.000153304 -2.15907e-05
internal_weight=0 0.00968493 0.00863325 0.0075355 0.00647046 0.00546596 0.0042121 0.00294024
internal_count=3910 3179 2469 2116 1736 1626 1454 1057
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=9
num_cat=0
split_feature=50 150 150 151 4 15 43 43
split_gain=4.0957e-05 3.8008e-05 7.73742e-05 6.249e-05 0.000101256 0.000113606 4.58356e-05 7.61009e-05
threshold=0.084340000000000012 0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.25367000000000006 -0.038029999999999987 -0.075819999999999985 0.052855000000000006
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=-0.00042031358815327051 -0.00038432949856633208 -0.00032592651140234076 0.00054908062097400461 -0.00059248975890320089 0.00054494631302795949 0.00038417398587452446 -0.00043935697867420143 0.00025807775306584796
leaf_weight=0.0011434585056453754 0.0010023930918179004 0.0010214246199767739 0.0011442913343458093 0.001153788434768716 0.0013934071270664981 0.0014502191214764842 0.0010952715052763092 0.0013342768494659907
leaf_count=313 731 158 277 606 349 366 877 233
internal_value=0 3.19203e-05 7.38624e-05 2.0318e-06 7.71737e-05 -5.23168e-05 0.000108323 -5.63348e-05
internal_weight=0 0.00973614 0.00871471 0.00757042 0.00642696 0.00503356 0.00387977 0.00242955
internal_count=3910 3179 3021 2744 2431 2082 1476 1110
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=8
num_cat=0
split_feature=159 2 12 3 151 16 1
split_gain=1.65852e-05 3.55671e-05 5.41775e-05 6.48503e-05 4.25805e-05 6.66264e-05 4.34029e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.0086749999999999969 -0.0088999999999999982 0.15100500000000003 0.085990000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.012014244112015857 -0.03411379571452805 -0.0090787713543999133 0.012123425990725592 0.00011429644766226147 0.0046384495030921393 -0.005701991328954964 0.030949170070644062
leaf_weight=0.0010368404860135938 0.0010274626341130815 0.001358022593052767 0.0010232560926761438 0.0012000586588625645 0.0010192821209854884 0.0014741149355992711 0.0016290176529457647
leaf_count=633 1004 436 157 185 762 417 316
internal_value=0 0.00136315 -0.00692392 -0.0156737 0.00627871 0.0113378 0.0208227
internal_weight=0 0.00873121 0.00325078 0.00222752 0.00548044 0.00412241 0.0026483
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=8
num_cat=0
split_feature=11 4 2 4 49 0 16
split_gain=1.63341e-05 3.14599e-05 5.03342e-05 3.72392e-05 2.95262e-05 8.50235e-05 1.90882e-05
threshold=0.077330000000000024 0.055260000000000011 0.10836000000000003 -0.23071499999999998 -0.015364999999999998 -0.11756999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -5
right_child=-2 4 -4 6 5 -7 -8
leaf_value=-0.015670557322035209 -0.012038727577977592 -0.020529040841227711 0.022940933761538624 -0.0043274946257709874 -0.019084901986422528 0.020177426023439471 0.011972739290607111
leaf_weight=0.0010556708598200111 0.0010178211107954261 0.0010226128311315984 0.0013239737216082697 0.001126608748040373 0.0011331909291024936 0.0010745759982854757 0.0019828367397688347
leaf_count=148 279 164 334 1203 175 480 1127
internal_value=0 0.00134835 0.00595633 0.000557402 -0.00648157 2.5066e-05 0.00606687
internal_weight=0 0.00871947 0.00548909 0.00416512 0.00323038 0.00220777 0.00310945
internal_count=3910 3631 2812 2478 819 655 2330
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=8
num_cat=0
split_feature=124 51 2 151 1 16 1
split_gain=4.90571e-05 5.36561e-05 4.69707e-05 5.00556e-05 7.6103e-05 7.5255e-05 4.79616e-05
threshold=-0.061329999999999989 -0.07742499999999998 0.086650000000000019 -0.0088999999999999982 0.10521500000000002 -0.03800499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00037561684012287459 -0.00035516066591446369 -0.00053016709891353742 -0.00021336441400748667 -0.00035191003441346089 0.00057085989485628039 0.00029157078394248764 8.7775139107123362e-06
leaf_weight=0.0011627959219237599 0.0018156411871298123 0.0010302283844035075 0.0013590296569401528 0.0011770975130314381 0.0015284130192711573 0.0017194733072280418 0.0016541572173392905
leaf_count=310 620 1012 318 750 256 347 297
internal_value=0 -4.92862e-05 1.62939e-05 0.000115777 0.000216865 3.00755e-05 -0.000198062
internal_weight=0 0.010284 0.0084684 0.00578401 0.00442498 0.00289657 0.00268439
internal_count=3910 3600 2980 1671 1353 1097 1309
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=8
num_cat=0
split_feature=16 40 12 12 150 2 1
split_gain=1.73137e-05 3.5177e-05 3.55861e-05 4.35542e-05 5.2889e-05 4.8182e-05 9.11819e-05
threshold=0.3935300000000001 -0.018084999999999997 0.10058500000000002 0.092150000000000024 0.083205000000000015 0.084235000000000018 0.10521500000000002
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=0.01619044877141481 -0.012164739906141274 0.0095436960886552853 -0.018744259105938736 0.020173864124324137 0.01472144740224603 -0.033100102851569536 0.0029449259698845851
leaf_weight=0.0013596908977634168 0.0010521141470680754 0.001106113666332792 0.0010107811802830937 0.0010395344044139927 0.0013659763491154792 0.0014052373799523347 0.0014019967267686767
leaf_count=388 380 607 399 512 313 1119 192
internal_value=0 0.00141782 -0.00132259 0.00146423 -0.00221982 -0.00813327 -0.0150984
internal_weight=0 0.00868933 0.00732964 0.00631886 0.00527932 0.00391335 0.00280723
internal_count=3910 3530 3142 2743 2231 1918 1311
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=7
num_cat=0
split_feature=0 52 150 15 15 43
split_gain=1.42073e-05 5.3016e-05 5.36248e-05 5.14995e-05 4.18327e-05 4.1304e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.106555 -0.042649999999999993
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=-0.021661951696170637 0.022212733762701858 -0.003108434185079762 0.017551107865793277 0.01003664956373726 -0.028641709335506544 -0.0037095545473990604
leaf_weight=0.0011854413990404237 0.0010006167988424804 0.0017610991391346492 0.0015411304407721227 0.0016192891956199607 0.001009451960338543 0.0015936453575693726
leaf_count=597 182 482 408 1441 536 264
internal_value=0 -0.00235581 0.00150297 -0.004131 -0.0124115 0.00628877
internal_weight=0 0.00711641 0.00593097 0.00438984 0.00277055 0.00259426
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=8
num_cat=0
split_feature=15 42 15 3 47 48 2
split_gain=1.53423e-05 2.93126e-05 4.9406e-05 4.13386e-05 5.19696e-05 5.15498e-05 7.10557e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.052074999999999989 -0.10628499999999998 0.09252500000000001 0.086215000000000014 0.10571000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.021158255362071918 -0.010643436197869081 0.0043377595647357782 -0.024672420991890261 0.027573995649606966 -0.019284859763069442 -0.012511051897769158 -0.0049014026474456674
leaf_weight=0.0012747917385166089 0.0011965854692763582 0.0013930620793466781 0.0010146378570077587 0.0015531642607436317 0.0010078241074478415 0.001056443921347904 0.0011898919107168563
leaf_count=240 1436 752 432 385 176 246 243
internal_value=0 0.00145155 -0.00788753 0.00514857 0.000903171 0.00625808 0.0134867
internal_weight=0 0.00848982 0.0024077 0.00608212 0.00480732 0.0037995 0.00274306
internal_count=3910 2474 1184 1290 1050 874 628
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=9
num_cat=0
split_feature=50 42 51 16 1 4 12 2
split_gain=4.75122e-05 6.51908e-05 7.46238e-05 7.5506e-05 8.57418e-05 8.08711e-05 6.61332e-05 3.93407e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.094890000000000016 0.17888000000000001 0.090840000000000018 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.000365228227284051 -0.00041405104957543856 -0.00033037453248471851 -0.00045629729963518378 -8.6494161921660205e-05 0.00081346836016152444 0.00043667782952983659 0.0005506524144906574 -7.7813420426069821e-05
leaf_weight=0.0013595182442701506 0.001004650112421822 0.0013256601535952478 0.0011567771718848491 0.0015499475652233675 0.0011523797806695332 0.0011451435481220663 0.0010510514421370352 0.0011404972637247719
leaf_count=867 731 480 229 592 329 207 268 207
internal_value=0 3.35095e-05 9.71244e-05 0.000175881 0.000368235 -3.38487e-05 0.000170974 0.000179955
internal_weight=0 0.00988098 0.00852146 0.0071958 0.00375338 0.00344242 0.002601 0.00228564
internal_count=3910 3179 2312 1832 1189 643 860 414
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=7
num_cat=0
split_feature=11 13 2 48 43 16
split_gain=1.56679e-05 3.27464e-05 3.05164e-05 4.15353e-05 4.79491e-05 5.31259e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11635500000000001 0.016865000000000002 -0.074254999999999988 -0.057604999999999996
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=0.01271266046094581 -0.011778181929313354 0.00084123372781549877 0.013570364261495311 0.0085948945190129893 -0.037339626565924752 -0.0052270516512522899
leaf_weight=0.0019579235656041055 0.0010181926475060126 0.0019581621899867102 0.0010610888429915888 0.0016216176828682208 0.0010131154637773249 0.0010481867380356838
leaf_count=534 279 999 373 459 764 502
internal_value=0 0.0013356 -0.00198801 -0.00491455 -0.0103648 -0.0210102
internal_weight=0 0.00866009 0.00670217 0.00564108 0.00401946 0.0020613
internal_count=3910 3631 3097 2724 2265 1266
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=8
num_cat=0
split_feature=50 4 2 49 0 0 0
split_gain=2.89929e-05 4.10314e-05 5.35468e-05 5.91309e-05 6.95697e-05 5.62533e-05 3.54977e-05
threshold=0.07992500000000001 0.28937500000000005 0.113945 -0.07107999999999999 -0.13027499999999997 -0.074514999999999984 0.076335000000000014
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=-0.00032661269017388223 -0.00032070475961852525 0.00030254415318362743 -0.0004446690544839812 0.00052257312031605706 -0.00036018189528681701 0.00034491348889536145 -9.2271413263490497e-05
leaf_weight=0.0013934080629123251 0.0010002541380044342 0.0017388638791435169 0.0010402925227498217 0.0012949278686547275 0.001178994245563576 0.0015865774856605023 0.0012984112221403523
leaf_count=280 755 396 307 214 1434 392 132
internal_value=0 3.0201e-05 -3.05703e-05 3.32276e-05 0.000126792 6.82423e-07 0.000148155
internal_weight=0 0.00953148 0.00779261 0.00675232 0.00535891 0.00406398 0.00288499
internal_count=3910 3155 2759 2452 2172 1958 524
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=8
num_cat=0
split_feature=147 52 13 0 1 16 1
split_gain=1.66025e-05 4.1117e-05 5.58756e-05 5.13225e-05 0.000109049 4.41825e-05 2.12917e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.090744999999999978 -0.017269999999999997 0.11097000000000001 -0.084184999999999996 0.076710000000000014
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=0.0048426099021569718 0.011552796769855609 -0.01870017771048544 -0.014785695506330172 0.013906341997957079 -0.032906706234277223 0.011540632090581419 0.025060687498744023
leaf_weight=0.0010230580474287578 0.0010947496558812797 0.0011989457387157733 0.0010071797222195662 0.0012089807175599092 0.0013421395481287447 0.0017367277452393069 0.0010611213231395164
leaf_count=194 234 639 582 298 243 1428 292
internal_value=0 -0.00152429 0.00126638 -0.00419295 -0.00954818 0.00187728 0.0151363
internal_weight=0 0.00857815 0.00737921 0.00529503 0.00408605 0.00274391 0.00208418
internal_count=3910 3676 3037 2551 2253 2010 486
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=9
num_cat=0
split_feature=50 15 51 43 52 16 2 42
split_gain=3.54549e-05 4.7767e-05 3.95531e-05 3.42591e-05 5.28543e-05 0.000159113 5.20804e-05 4.66398e-05
threshold=0.084340000000000012 -0.24219999999999997 0.077145000000000005 -0.053009999999999995 -0.0066199999999999991 -0.057604999999999996 0.093815000000000009 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00043401019317835886 -0.00035399671990195947 -0.00041021746488127794 0.00029330038076351856 -0.00055591554150511194 -0.0004332457513690429 0.00044833640350652829 0.00038865587785776382 0.00018467427026328486
leaf_weight=0.0010182261168579171 0.0010098213946266458 0.0010219283128880307 0.0013654136974185944 0.0010969644742445878 0.0018469323963137755 0.0013716979222726422 0.0012906180965239124 0.0010049646780297752
leaf_count=276 731 412 317 411 723 239 396 405
internal_value=0 3.14841e-05 -1.40637e-05 -6.90451e-05 -0.000184219 -5.7538e-05 8.07788e-05 -0.000115261
internal_weight=0 0.0100167 0.00899852 0.00763311 0.00431559 0.00321863 0.00331751 0.00202689
internal_count=3910 3179 2903 2586 1373 962 1213 817
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=8
num_cat=0
split_feature=4 1 12 0 47 3 43
split_gain=1.68757e-05 3.54681e-05 2.93107e-05 3.79841e-05 6.96131e-05 5.02175e-05 4.44037e-05
threshold=0.24280000000000004 0.11235500000000002 0.098595000000000016 -0.017269999999999997 0.086425000000000016 0.090325000000000003 -0.06705499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0066135519558711527 -0.0052237383337327137 0.018230090339317367 -0.018424335936188623 0.013825285929973974 -0.027330131137810243 0.018640252278457888 -0.0210515417087483
leaf_weight=0.001230247875745396 0.0012497152530634088 0.0013320248832548621 0.0010009293971470429 0.0015048215218120319 0.0010331154333089077 0.001216000074331727 0.0010979474064051326
leaf_count=1008 206 343 518 271 304 165 1095
internal_value=0 0.00687705 -0.00256707 4.25473e-05 -0.00448862 0.00216957 -0.00643296
internal_weight=0 0.00258174 0.00708306 0.00608213 0.00457731 0.0035442 0.0023282
internal_count=3910 549 3361 2843 2572 2268 2103
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=8
num_cat=0
split_feature=50 4 12 49 12 43 160
split_gain=2.8599e-05 5.47646e-05 5.75325e-05 5.84676e-05 6.80412e-05 6.93573e-05 4.5902e-05
threshold=0.082310000000000008 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.080120000000000011 -0.074254999999999988 0.069910000000000014
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=-0.00042203132165161762 -0.00031612608805144186 0.00034301166533224855 -0.00052899903706561864 0.00043242798333781085 0.00026375983796057963 -0.00036535486428674073 4.7347503449082085e-05
leaf_weight=0.0012608641963434463 0.0010036806954155731 0.0017761439103903568 0.0010437878378942696 0.001981036752822578 0.001367403854551037 0.0013281281164592422 0.0010820208270343346
leaf_count=262 747 396 321 226 660 1147 151
internal_value=0 3.13298e-05 -3.73264e-05 3.39811e-05 0.000156543 -4.62142e-05 -0.000235643
internal_weight=0 0.00983939 0.00806324 0.00680238 0.00467657 0.00269553 0.00212581
internal_count=3910 3163 2767 2505 2033 1807 472
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=9
num_cat=0
split_feature=50 4 2 159 49 0 0 0
split_gain=4.37854e-05 4.17602e-05 6.7353e-05 6.15093e-05 5.06661e-05 8.6318e-05 6.91718e-05 7.09786e-05
threshold=0.084340000000000012 0.28937500000000005 0.113945 0.081445000000000017 -0.07107999999999999 -0.13870499999999999 -0.070894999999999986 0.076335000000000014
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=-0.00020804176296208114 -0.00039111245699391666 0.00030947639469876043 -0.00046909287305058273 -0.00039851752770499172 0.00070130052189294257 -0.00033977841181795224 0.00058135968907337414 -8.8876302649453114e-05
leaf_weight=0.0013509198929137559 0.0010021141793109577 0.0017961176962084388 0.0011124732997812564 0.0010043247716888361 0.0011062451596235119 0.0010797930909806565 0.0012535965169171797 0.0011786301919148191
leaf_count=258 731 396 308 412 147 1307 240 111
internal_value=0 3.90273e-05 -2.10468e-05 5.04293e-05 0.000125965 0.000223668 7.32193e-05 0.000256571
internal_weight=0 0.0098821 0.00808598 0.00697351 0.00596918 0.00461826 0.00351202 0.00243223
internal_count=3910 3179 2783 2475 2063 1805 1658 351
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=8
num_cat=0
split_feature=11 49 160 13 1 49 4
split_gain=1.57058e-05 2.66466e-05 3.29641e-05 3.48731e-05 4.49024e-05 4.17176e-05 2.90916e-05
threshold=0.077330000000000024 0.091860000000000011 0.087825000000000014 -0.090744999999999978 0.096035000000000023 -0.0019649999999999997 -0.0082299999999999995
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=0.014950103511158283 -0.011752529884833864 0.016679248154099328 -0.017419134693289779 -0.0014097202675488094 -0.027000488309163274 -0.00090484485569736314 0.020491937799181431
leaf_weight=0.0015662004189276385 0.0010238997117864084 0.0010020041807124848 0.0010179067079064382 0.0015246942778550899 0.0010326012312412355 0.0015061751361691482 0.0010070468943004609
leaf_count=414 279 548 330 1365 208 377 389
internal_value=0 0.00134462 -0.000662715 0.0019073 -0.00212141 -0.0115188 0.00730207
internal_weight=0 0.00865663 0.00765462 0.00663672 0.00507052 0.00253878 0.00253174
internal_count=3910 3631 3083 2753 2339 585 1754
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 4
split_gain=2.93288e-05 3.93203e-05 6.67813e-05 6.30897e-05 6.24207e-05 6.08608e-05 8.02608e-05 4.80296e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.087825000000000014 0.080810000000000007 -0.52908499999999992 0.10786000000000001 -0.060264999999999992
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=-0.00038152167731204229 -0.00032162035580983158 -0.00032990244087943872 -0.00012816777041501739 -0.00030629809867253432 -0.00023783243386598963 0.00046891328136186453 0.00076048650333747369 -3.6771014458111606e-05
leaf_weight=0.0010940693260662803 0.0010221820243576383 0.0010542826286808046 0.0010664532832002629 0.0010614559297099733 0.001012589094135658 0.001372343547583201 0.0015093015983094161 0.00152408895431135
leaf_count=353 731 710 116 244 369 714 216 457
internal_value=0 2.75841e-05 7.12043e-05 0.000136842 0.000209377 0.000292129 0.000393867 0.000202825
internal_weight=0 0.00969458 0.0086403 0.00754623 0.00648478 0.00547219 0.00440573 0.00289643
internal_count=3910 3179 2469 2116 1872 1503 1387 1171
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=7
num_cat=0
split_feature=4 16 13 4 4 1
split_gain=1.74929e-05 4.43957e-05 4.11148e-05 2.78786e-05 3.40552e-05 2.95451e-05
threshold=0.0057500000000000008 0.22945500000000005 -0.00059999999999999995 0.055260000000000011 0.24280000000000004 0.11198000000000001
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=0.0015949360226058468 0.018539280857756659 0.013207209770249953 -0.019552620000679158 -0.013493176555263834 -0.0056525712802559516 0.015944317587057687
leaf_weight=0.0017363378824618741 0.0010581305847598187 0.0011100076600720323 0.0019538569001205275 0.0012313532449125938 0.0011066140377848778 0.0014814042068722441
leaf_count=1853 221 364 576 347 196 353
internal_value=0 -0.00432764 -0.00960211 0.00417568 0.000196341 0.00670968
internal_weight=0 0.0048002 0.00369019 0.0048775 0.00381937 0.00258802
internal_count=3910 2793 2429 1117 896 549
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=8
num_cat=0
split_feature=1 150 12 15 12 2 3
split_gain=1.65886e-05 3.1144e-05 4.07161e-05 4.09377e-05 5.8995e-05 3.9634e-05 3.51395e-05
threshold=0.12864500000000004 0.08486500000000001 0.098845000000000016 -0.07142999999999998 0.088325000000000015 0.10045500000000002 -0.015794999999999997
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=-0.02619271204228505 0.0096424674166694247 0.010325736127623006 -0.023128246223106143 0.0087666965856608662 0.024339979009038164 0.00084780211260749379 -0.016686581543113147
leaf_weight=0.0010436339871446234 0.001496012266203081 0.0016791153161147048 0.0010359007096686305 0.0010789510413867372 0.001107142386651821 0.0011278208562410163 0.0010906519359908779
leaf_count=567 331 402 491 793 827 273 226
internal_value=0 -0.00181209 -0.00495529 -0.00149995 0.00555655 -0.0121483 -0.00402858
internal_weight=0 0.00816322 0.0064841 0.0054482 0.00327675 0.00217145 0.0021696
internal_count=3910 3579 3177 2686 1846 840 1019
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=8
num_cat=0
split_feature=1 0 4 1 3 2 16
split_gain=1.71861e-05 3.69583e-05 2.77643e-05 4.88101e-05 3.74154e-05 2.67876e-05 1.4041e-05
threshold=0.076710000000000014 -0.060094999999999989 0.0051950000000000008 0.10688500000000002 -0.010319999999999998 0.11542500000000001 -0.16268499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5
right_child=2 -3 3 5 -6 -7 -8
leaf_value=-0.021675207224797752 0.0083141351841258589 0.0020857770471072222 0.02495921647035855 0.0026979703271383989 -0.016418799399200761 0.014314249729014815 -0.013573000607218694
leaf_weight=0.0010314555990623812 0.0010778207935536826 0.0017917270695343068 0.0011714675180804386 0.001070004938158331 0.0014141514555688962 0.0010259989984377372 0.0010516015048560449
leaf_count=1801 865 207 208 147 294 273 115
internal_value=0 -0.00659535 0.00268406 0.00753374 -0.00572138 0.00104837 -0.00536695
internal_weight=0 0.00282318 0.00681105 0.00431907 0.00249197 0.00314761 0.00212161
internal_count=3910 2008 1902 743 1159 535 262
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=8
num_cat=0
split_feature=1 52 151 0 16 4 0
split_gain=2.36887e-05 3.61147e-05 4.37808e-05 5.06599e-05 4.91664e-05 4.71789e-05 3.70047e-05
threshold=0.12864500000000004 0.11401500000000002 -0.084129999999999996 -0.076099999999999987 0.15100500000000003 0.0021050000000000005 -0.16443499999999997
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=-0.00036591867441621554 0.00021210441670021208 -0.0003794360329425187 -0.0003949061378381499 0.00057329196580097074 3.7873133499331904e-05 0.00034929444934901448 -0.00012443727403219798
leaf_weight=0.0010753769979410669 0.0016082751478363527 0.0010975719478374625 0.0012564977308726802 0.0011549594362546078 0.0015367428844224402 0.0010634000457184758 0.0015697544758876895
leaf_count=385 331 580 1340 405 398 88 383
internal_value=0 -4.68025e-05 8.79593e-07 6.08135e-05 0.000267611 -8.2294e-05 6.68794e-05
internal_weight=0 0.0087543 0.00765673 0.00658135 0.0026917 0.00388965 0.00263315
internal_count=3910 3579 2999 2614 803 1811 471
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=7
num_cat=0
split_feature=11 43 2 52 16 4
split_gain=1.57454e-05 2.63469e-05 5.88787e-05 3.62046e-05 6.89799e-05 3.47796e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.074484999999999982 -0.0083999999999999995 0.053925000000000008
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=-0.0016622122453911503 -0.011785925791366106 -0.017016846912504904 0.027294095781179376 0.0049451726361396733 0.022866732907105114 -0.016286792668577976
leaf_weight=0.0019346033758097169 0.001019802304671409 0.0013453295299888056 0.001102345215795457 0.001505362099039505 0.0011378258419111457 0.001582632943602124
leaf_count=1172 279 329 556 1014 209 351
internal_value=0 0.00135514 0.00884829 -0.00272953 0.00181897 -0.00593645
internal_weight=0 0.0086081 0.00303695 0.00557115 0.00422582 0.003088
internal_count=3910 3631 1728 1903 1574 1365
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=10
num_cat=0
split_feature=50 15 151 12 2 3 2 0 4
split_gain=4.16496e-05 6.16178e-05 4.44282e-05 6.62389e-05 6.28232e-05 8.29311e-05 7.42268e-05 8.18555e-05 4.47836e-05
threshold=0.086465000000000014 -0.24219999999999997 -0.086249999999999979 -0.036459999999999992 0.11339500000000001 0.10666500000000002 0.094010000000000024 -0.070174999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.0004759797246860937 -0.00038363527185951961 0.00036776601414296496 -0.00049799619643227789 -0.00038648019978157694 -0.00044555467097987526 0.00054886804547623681 -0.00043859824968229779 0.000530445791788578 0.00016363028100504636
leaf_weight=0.0010815580543033524 0.001011692138209991 0.0010148907305204706 0.0011745692817335118 0.0011031152680315661 0.0010135270050355919 0.0011760357366477547 0.001269290612339863 0.0011975656586847741 0.0011749784208200387
leaf_count=278 715 314 229 1165 291 79 463 172 204
internal_value=0 3.34605e-05 -1.89958e-05 -6.74009e-05 5.53343e-06 8.27486e-05 -3.27791e-05 0.000115424 -0.000102748
internal_weight=0 0.0102055 0.00912397 0.00810908 0.00693451 0.00592099 0.00474495 0.00347566 0.00227809
internal_count=3910 3195 2917 2603 2374 2083 2004 1541 1369
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=8
num_cat=0
split_feature=1 4 4 49 3 15 4
split_gain=1.8698e-05 2.91304e-05 2.54028e-05 4.25295e-05 2.97408e-05 2.57853e-05 2.07977e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0051950000000000008 -0.045004999999999996 -0.010319999999999998 -0.10071499999999999 0.41897000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5
right_child=2 -3 3 5 -6 -7 -8
leaf_value=0.0018597140099924155 0.0072921096698876061 -0.018679536656565701 0.024388454373101193 0.017629438530945105 -0.014752233232684634 -0.011169590667998552 -0.0020247937523147248
leaf_weight=0.0016237914825567711 0.001077365303166912 0.0012014362636051637 0.001102988518182059 0.0010880589310643058 0.0014168877360855982 0.0010564057263715192 0.0010657602721134835
leaf_count=422 865 1586 140 130 294 181 292
internal_value=0 -0.00687466 0.00280258 0.00744792 -0.00523042 0.00162739 0.00790406
internal_weight=0 0.00282523 0.00680747 0.00431321 0.00249425 0.00321022 0.00215382
internal_count=3910 2008 1902 743 1159 603 422
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=7
num_cat=0
split_feature=1 52 42 13 151 1
split_gain=1.69649e-05 3.13348e-05 3.25741e-05 4.52604e-05 3.52621e-05 5.4962e-05
threshold=0.12864500000000004 0.11401500000000002 0.085545000000000024 -0.010384999999999998 -0.0080899999999999982 0.095155000000000017
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=0.01657525265041503 0.0097554410367883208 -0.01825814410362829 -0.011683615127502319 -0.018179009779859402 -0.010658801328383481 0.019103629156651373
leaf_weight=0.001928747949965256 0.0014955614475121492 0.0010162874579953199 0.0016732409952852296 0.0010176976609692408 0.0012664169077045242 0.0012164931761261422
leaf_count=794 331 580 1066 223 689 227
internal_value=0 -0.00183465 0.000515332 0.00427485 -0.00250236 0.0039232
internal_weight=0 0.00811888 0.0071026 0.00542936 0.00350061 0.00248291
internal_count=3910 3579 2999 1933 1139 916
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=8
num_cat=0
split_feature=1 0 3 4 151 3 0
split_gain=1.55467e-05 2.4064e-05 1.96823e-05 3.45647e-05 3.29776e-05 6.96991e-05 3.35797e-05
threshold=0.076710000000000014 -0.060094999999999989 -0.13309499999999996 0.27223000000000003 -0.024429999999999997 0.090325000000000003 -0.10131499999999999
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=-0.018497786996291572 -0.0086901877925499981 0.00072218171632966455 0.016437638231954349 0.021602855302086468 0.020568594998849429 -0.021298952438080245 -0.005034925049666128
leaf_weight=0.0010246259772534654 0.001264202919530606 0.0017884645899828254 0.0010932698978117095 0.0010362046930408484 0.0010475022708325639 0.0013371589962960263 0.0010024629360299579
leaf_count=1801 324 207 260 330 116 209 663
internal_value=0 -0.0062784 0.00256427 0.00514339 0.00133672 -0.00353744 0.0080481
internal_weight=0 0.00281309 0.0067808 0.0055166 0.00448039 0.00338712 0.00204997
internal_count=3910 2008 1902 1578 1248 988 779
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=7
num_cat=0
split_feature=1 150 12 15 12 3
split_gain=1.54524e-05 3.07053e-05 3.71644e-05 4.58116e-05 4.49727e-05 2.43884e-05
threshold=0.12864500000000004 0.082085000000000019 0.098845000000000016 -0.07142999999999998 0.088325000000000015 -0.015794999999999997
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=-0.014162294525258952 0.0093388034247177849 0.0092100564728649411 -0.02253971169735125 0.0078522590315522073 0.022016525058498219 -0.013470671931700732
leaf_weight=0.0018745892003569527 0.0014881800223403322 0.0019422112835830807 0.00103048583810267 0.001061630189903821 0.0010907240388063249 0.0010842103602102943
leaf_count=788 331 462 491 787 825 226
internal_value=0 -0.00174946 -0.00521526 -0.00172239 0.0054827 -0.00292139
internal_weight=0 0.00808385 0.00614164 0.00511115 0.00323656 0.00214584
internal_count=3910 3579 3117 2626 1838 1013
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=9
num_cat=0
split_feature=50 133 12 156 151 1 43 12
split_gain=3.0296e-05 4.0397e-05 6.55054e-05 6.31387e-05 6.52886e-05 0.000101299 7.44353e-05 0.000106095
threshold=0.082310000000000008 0.088055000000000008 -0.036459999999999992 0.083375000000000019 1.0000000180025095e-35 0.11561500000000001 -0.07526999999999999 0.080120000000000011
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=-0.00038830826906694182 -0.00033066772177055043 -0.00033907756260920062 0.00054564469665283955 -0.00030459849872496985 -0.00024753289578984157 0.00078384729671422291 0.00026055309610775366 -0.00052002957219880893
leaf_weight=0.001044397215941773 0.001004816250917061 0.0010321728606791326 0.001256934452735196 0.0010714414269418588 0.0010111145417846003 0.0012531328007765559 0.0018221798133904465 0.0010582309736936067
leaf_count=348 747 709 394 380 110 172 196 854
internal_value=0 2.7267e-05 7.1662e-05 0.000135945 0.00020968 0.000295441 0.000147511 -2.62243e-05
internal_weight=0 0.0095496 0.00851743 0.00747303 0.00640159 0.00539048 0.00413735 0.00288041
internal_count=3910 3163 2454 2106 1726 1616 1444 1050
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=9
num_cat=0
split_feature=50 133 12 151 156 1 43 12
split_gain=3.1318e-05 4.76902e-05 7.65592e-05 5.96258e-05 7.08185e-05 9.61669e-05 7.32548e-05 0.00012565
threshold=0.082310000000000008 0.088055000000000008 -0.036459999999999992 1.0000000180025095e-35 0.083375000000000019 0.11561500000000001 -0.07526999999999999 0.080120000000000011
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=-0.00042021037373177363 -0.00033839547551848593 -0.00036993146470087537 0.00054901568992850162 -0.00028999538943026281 -0.00025416292676283726 0.00077304352801693817 0.00029857929507766883 -0.00054614367952639763
leaf_weight=0.0010579161650264594 0.0010008732421043403 0.0010435961388048183 0.0012825734573271783 0.0010529315927862567 0.0010474287456077218 0.0012786984608292497 0.0018320266986497659 0.0010738248897009634
leaf_count=348 747 709 394 144 346 172 196 854
internal_value=0 2.59609e-05 7.38603e-05 0.00014293 0.000212903 0.000302387 0.000158698 -1.35786e-05
internal_weight=0 0.009669 0.0086254 0.00756748 0.00651455 0.00546712 0.00418843 0.00290585
internal_count=3910 3163 2454 2106 1962 1616 1444 1050
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=7
num_cat=0
split_feature=1 4 0 0 47 52
split_gain=1.40782e-05 2.14181e-05 2.01563e-05 5.26689e-05 4.43556e-05 9.47549e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.017269999999999997 -0.087614999999999985 0.086425000000000016 -0.0066199999999999991
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=0.0029869783835247184 -0.0053145241112031259 -0.014480408193772682 0.015433626830379311 -0.015839997740700679 -0.010107430388425305 0.030153318467030496
leaf_weight=0.0013662924943753079 0.0015081359512234141 0.0014437637545105034 0.001013855391390709 0.0015185286372106574 0.0012342856071785356 0.0015048204552414284
leaf_count=92 246 1916 336 810 185 325
internal_value=0 -0.0059875 0.00243064 0.000144189 0.00585906 0.0123999
internal_weight=0 0.00281006 0.00677963 0.00576577 0.00424724 0.00301296
internal_count=3910 2008 1902 1566 756 571
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=7
num_cat=0
split_feature=52 4 160 13 13 3
split_gain=1.50067e-05 4.29824e-05 3.72632e-05 2.91687e-05 4.62101e-05 2.7252e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.16277999999999995 -0.026374999999999999 -0.032959999999999996
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=-0.0073160121364279629 -0.019785729092283846 0.015658237192720602 -0.013417171700796739 0.023193658531844782 -0.011577404970974009 0.0074221344941623538
leaf_weight=0.0014677515687237476 0.0010817911543875621 0.0018292621040390802 0.0011519897140628713 0.0010060049241300698 0.0014293794971319831 0.0015999934808052921
leaf_count=795 924 395 127 802 689 178
internal_value=0 0.00543065 -0.00290321 0.000617529 0.00462405 -0.00154261
internal_weight=0 0.00329701 0.00626916 0.00518737 0.00403538 0.00302937
internal_count=3910 1190 2720 1796 1669 867
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=1.59088e-05 3.98761e-05 4.6685e-05 6.39856e-05 5.82636e-05 4.86407e-05 8.70485e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.086245000000000016 0.11230000000000001
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=0.018626473085564362 0.011594406241230823 -0.019638659861970029 -0.022537515202031719 -0.023627308498722063 0.020820948729616238 0.020787215905705161 -0.015008252970724606
leaf_weight=0.0012644504285959134 0.0010484728932589589 0.001056782925627683 0.0010171776936071554 0.001160237243017349 0.0012824121673591996 0.0013747256473706636 0.0013431159565477598
leaf_count=320 206 401 949 337 1374 150 173
internal_value=0 -0.00146131 0.00111988 -0.00246339 0.00243058 -0.00388372 0.00309764
internal_weight=0 0.0084989 0.00744212 0.00617767 0.00501743 0.00373502 0.00271784
internal_count=3910 3704 3303 2983 2646 1272 323
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 52
split_gain=1.578e-05 2.65029e-05 3.41166e-05 7.12361e-05 3.77806e-05 5.11959e-05 2.71264e-05
threshold=0.12864500000000004 0.092145000000000019 0.084835000000000008 -0.0057999999999999987 -0.075234999999999982 -0.15168999999999996 0.083750000000000005
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=-0.023544908931427268 0.0094600587938623165 -0.016663951876026057 0.015126509323781233 0.019067471701412639 0.015307744918825151 -0.023067068068887794 -0.00073919495966196652
leaf_weight=0.0012906451918104512 0.0014808882133914248 0.001040524615774128 0.0012901901556893938 0.0011160270956585023 0.001106620868254255 0.0010139679798592167 0.001174273043477958
leaf_count=449 331 727 409 536 136 766 556
internal_value=0 -0.00177396 0.000442001 -0.00288093 0.00316544 -0.00222086 -0.0110853
internal_weight=0 0.00803225 0.00699172 0.00570153 0.00441089 0.00329486 0.00218824
internal_count=3910 3579 2852 2443 1994 1458 1322
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=7
num_cat=0
split_feature=11 48 2 2 3 4
split_gain=1.40207e-05 2.18718e-05 4.2516e-05 6.07995e-05 4.46151e-05 4.53943e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.026614999999999996
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=0.0070535048254957381 -0.011197029597980962 0.013196535531012297 0.01568873474894349 -0.026477707451258256 0.011780802873773508 -0.018363021924702964
leaf_weight=0.0012102318552778609 0.0010041831207074836 0.0013070839417090281 0.001275366585294091 0.0010332638032357483 0.0019823436982842448 0.0016756084198368746
leaf_count=1315 279 339 471 276 290 940
internal_value=0 0.00129895 -0.00086791 -0.00444598 0.000230218 -0.00770412
internal_weight=0 0.0084839 0.00717681 0.00590145 0.00486818 0.00288584
internal_count=3910 3631 3292 2821 2545 2255
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=8
num_cat=0
split_feature=147 0 1 42 52 4 2
split_gain=1.31471e-05 3.59968e-05 6.28459e-05 4.31251e-05 4.94545e-05 4.56303e-05 2.82939e-05
threshold=1.0000000180025095e-35 -0.14867499999999997 0.12730000000000002 0.086700000000000013 -0.025069999999999999 -0.0065549999999999992 0.11230000000000001
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=-0.0018138130849921078 0.010438459472288874 0.020462881666265396 0.025510040671301928 -0.017032245454792486 0.0067079638739938607 -0.020306358722737918 -0.024449101890938275
leaf_weight=0.0011959439575290084 0.0010661403236564152 0.0011962371877858704 0.0010012086109509859 0.0013755506483323189 0.001563112481689666 0.0010421356750775748 0.0010259797624219366
leaf_count=208 234 643 278 1211 855 380 101
internal_value=0 -0.00134992 0.0025758 -0.00185955 0.00363063 -0.00409814 -0.0122657
internal_weight=0 0.00840017 0.00617824 0.00517704 0.00380149 0.00260525 0.00222192
internal_count=3910 3676 3367 3089 1878 1235 309
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=7
num_cat=0
split_feature=4 2 15 12 1 13
split_gain=1.39526e-05 3.35887e-05 3.20906e-05 4.59782e-05 5.94092e-05 1.66734e-05
threshold=0.17888000000000001 0.10796500000000002 0.05377500000000001 0.051320000000000005 0.094485000000000013 -0.083514999999999992
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=-0.0046079779012588818 0.017066378489565354 -0.0048137214595748217 -0.018552587958963938 -0.0019534137767458744 0.021710310490187689 -0.019639460833422495
leaf_weight=0.0018434319549064508 0.0013733583965799734 0.0014343976889215186 0.0010508538606981629 0.0010374998413745387 0.0016040182027911845 0.0010962910675505037
leaf_count=296 277 318 1422 479 303 815
internal_value=0 0.0058885 -0.00252168 0.000496665 0.00763731 -0.0110401
internal_weight=0 0.00280776 0.00663209 0.00558124 0.00344745 0.00213379
internal_count=3910 595 3315 1893 599 1294
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=9
num_cat=0
split_feature=150 150 160 1 12 42 15 3
split_gain=2.64086e-05 3.779e-05 6.57091e-05 4.71457e-05 3.82953e-05 5.24708e-05 9.60492e-05 3.44578e-05
threshold=0.11398500000000002 0.08486500000000001 0.041025000000000006 0.12864500000000004 0.098845000000000016 0.086635000000000004 -0.0089749999999999986 -0.025254999999999996
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=-0.00040071543796852186 -0.00030577994916849798 0.00036547644658217222 -0.00048848760029878064 0.00041526126371426841 -0.00036150759122972783 0.00041371340335927563 -2.944632942598864e-05 0.00047303403048896237
leaf_weight=0.0017421573069615372 0.0010076679880492217 0.0011242496056168534 0.00100130689023426 0.0011303849484942353 0.0010495024141909549 0.001171171384684339 0.0010480697656691591 0.0010507248204940107
leaf_count=498 161 292 512 255 437 871 719 165
internal_value=0 2.83711e-05 -1.7885e-05 4.76346e-05 -2.09212e-05 5.03952e-05 -6.03867e-05 0.000222112
internal_weight=0 0.00931757 0.00819332 0.00719201 0.00606163 0.00501212 0.00384095 0.00209879
internal_count=3910 3749 3457 2945 2690 2253 1382 884
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=8
num_cat=0
split_feature=43 52 16 16 4 2 2
split_gain=1.44035e-05 4.06e-05 4.83425e-05 3.11344e-05 0.00011106 2.82624e-05 1.58336e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.22945500000000005 0.0021050000000000005 0.090420000000000014 0.11339500000000001
decision_type=2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.021316527619467809 -0.017581484385243627 -0.016114362699414225 0.018740017043264605 0.019764914506394646 0.022075455119334925 0.011769857875437575 -0.0056604836858215003
leaf_weight=0.0012661945793739627 0.001443363663570554 0.0012945421093677498 0.0012163646932623136 0.0010237637381665457 0.0011042489224370405 0.0010006088684857215 0.0010876403707365276
leaf_count=1130 427 857 228 282 412 334 240
internal_value=0 -0.00294944 0.00164257 0.00519135 -0.00110278 -0.00450523 0.00269147
internal_weight=0 0.00604252 0.00459916 0.00339421 0.00237044 0.00338279 0.00208825
internal_count=3910 2086 1659 1824 1542 1431 574
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=7
num_cat=0
split_feature=42 43 0 16 457 3
split_gain=1.24523e-05 3.57639e-05 5.63278e-05 4.34684e-05 3.78603e-05 3.94535e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.06402999999999999 0.081265000000000018 0.041935000000000007 0.090325000000000003
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=-0.0092762385901015206 -0.0015400837421677713 0.006565433734911987 0.029279436271376635 -0.020840400276926623 0.018073809765145336 -0.014424559310639073
leaf_weight=0.0012587081259524775 0.0013921572351652098 0.0018581537059256027 0.0010330926265294945 0.0010928486665424232 0.0010457559681482098 0.0017284975432751552
leaf_count=1060 1071 842 262 271 135 269
internal_value=0 0.00141052 0.0115882 -0.0029008 0.0013314 -0.00355017
internal_weight=0 0.00815051 0.00242525 0.00572526 0.00463241 0.00358665
internal_count=3910 2850 1333 1517 1246 1111
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=8
num_cat=0
split_feature=4 151 0 1 4 16 13
split_gain=1.21207e-05 2.67062e-05 5.1092e-05 2.7028e-05 6.11209e-05 5.05678e-05 3.61299e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.15713499999999997 0.095575000000000007 -0.076854999999999993 -0.055679999999999993 -0.028919999999999998
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=0.011713957826622231 0.007396979899853987 -0.024391418787345347 -0.0095193755573208961 0.02462870271089139 -0.024656243165847837 -0.0067491030697205499 0.016674485000797205
leaf_weight=0.0012328405779865135 0.0017858984864600721 0.0010616540179853706 0.0010158405159914822 0.0010064829597403373 0.0011429423112553332 0.001048808155611265 0.0010933408479188527
leaf_count=497 426 150 491 185 1225 344 592
internal_value=0 -0.00175796 -0.00436568 -0.000359889 -0.00603296 0.00861671 0.00405879
internal_weight=0 0.00760191 0.00636907 0.00530741 0.00325212 0.00205529 0.00210918
internal_count=3910 3484 2987 2837 2308 529 1083
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=7
num_cat=0
split_feature=42 160 15 15 1 1
split_gain=1.19441e-05 3.27733e-05 3.94402e-05 4.84568e-05 6.34635e-05 7.24436e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002 0.094890000000000016
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=-0.0090831864383732648 -0.01047038847559658 0.00055602045498161657 0.022316542322459956 -0.012685937734270226 -0.0074468581891271096 0.038577093311181837
leaf_weight=0.0012575006782463696 0.0018092790421952642 0.0010007764373517363 0.001067504458154565 0.0016933084783251184 0.0015305339653471591 0.0010037518654194735
leaf_count=1060 1040 340 642 332 334 162
internal_value=0 0.00139153 0.00480035 0.00122398 0.00788688 0.0195948
internal_weight=0 0.00810515 0.00629588 0.00522837 0.00353506 0.00200453
internal_count=3910 2850 1810 1168 836 502
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=9
num_cat=0
split_feature=11 13 16 51 0 0 42 13
split_gain=1.7944e-05 2.75386e-05 3.02937e-05 3.36387e-05 5.90559e-05 4.15353e-05 8.10611e-05 1.53635e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.08955500000000001 -0.10575999999999998 -0.017269999999999997 0.08401500000000002 -0.39373999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=5.4639245353109659e-05 -0.00024149011321489606 -0.00032527655645656084 0.00041894173898196052 -0.0002866754012855944 -0.00057907930020174902 0.00024563584170363758 0.00018940741626189835 0.00039523407017409847
leaf_weight=0.0010135079409802675 0.0010876624806920006 0.00114309207705195 0.0014869059403337299 0.0010923737345829212 0.0011159321793491935 0.0011624587156915125 0.0010011508031032871 0.0010232753846877471
leaf_count=162 279 261 187 346 1016 196 1091 372
internal_value=0 2.50825e-05 -3.32905e-05 2.36778e-05 9.48045e-05 -5.21556e-05 -0.000215668 0.000225753
internal_weight=0 0.0090387 0.00700191 0.00585882 0.00476645 0.00327954 0.00211708 0.00203678
internal_count=3910 3631 3097 2836 2490 2303 2107 534
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=9
num_cat=0
split_feature=376 43 4 47 1 48 0 160
split_gain=3.75833e-05 3.9057e-05 5.39334e-05 5.45321e-05 6.43453e-05 5.8469e-05 6.23829e-05 0.000121023
threshold=0.048375000000000008 -0.18906999999999999 -0.23071499999999998 0.09252500000000001 1.0000000180025095e-35 0.086065000000000016 -0.087614999999999985 -1.0000000180025095e-35
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=0.00028023099623891565 0.0003251022068298586 -0.00048053346875178858 -0.00032863264831712197 -0.00040337730513169526 -2.6420221267807023e-05 -0.00020413439160406362 -9.6391450234400698e-05 0.0008837313372350396
leaf_weight=0.0012362830296133729 0.0011853253663507849 0.0011857665738598455 0.0013404335551639047 0.0012375100607243516 0.0010129774933949729 0.0012381959380888072 0.0010672036225994217 0.0012608075922499631
leaf_count=250 206 264 1701 325 160 164 622 218
internal_value=0 -4.50169e-05 -9.32134e-05 -2.90437e-05 4.92117e-05 0.000159815 0.000294698 0.000478256
internal_weight=0 0.00957918 0.00834289 0.00715713 0.00591962 0.00457918 0.00334099 0.00227379
internal_count=3910 3704 3454 3190 2865 1164 1000 378
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=8
num_cat=0
split_feature=13 39 48 4 3 3 3
split_gain=1.65287e-05 3.41891e-05 5.08068e-05 4.30031e-05 3.78628e-05 6.22078e-05 3.0585e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 -0.034289999999999994 -0.10628499999999998 0.090325000000000003 -0.12008499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00020438865541340539 -2.2697795399599192e-05 0.00023524602740087721 -0.00049807201391398141 0.00041192241735229775 -0.00024567559640049496 0.00031193637369281011 -0.0005010154048867765
leaf_weight=0.0012817747680432126 0.0010515640347449977 0.0015040557050612427 0.0010081004146810539 0.0010503385121935042 0.001879243455806502 0.0013022184671050707 0.0010053442698244861
leaf_count=210 228 419 126 167 1178 137 1445
internal_value=0 -3.39355e-05 -8.94206e-05 -2.39124e-05 8.91306e-05 -1.74369e-05 -0.000256483
internal_weight=0 0.00880086 0.00729681 0.00628871 0.0042318 0.00318146 0.00205691
internal_count=3910 3700 3281 3155 1482 1315 1673
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=8
num_cat=0
split_feature=157 160 42 160 43 4 4
split_gain=1.23916e-05 4.06393e-05 4.98175e-05 4.1197e-05 4.03837e-05 3.36125e-05 2.44648e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088095000000000021 -0.074254999999999988 -0.0025899999999999994 0.27608500000000008
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=0.010436736145709186 -0.018307425886404237 -0.019012975227176463 0.021882258725954711 -0.013018587495811371 0.015147468347513874 -0.014986492118477702 0.0062474108326292495
leaf_weight=0.0010112484623712023 0.0012010136069787606 0.0010105651878661529 0.0015907176987625372 0.0010581230844207892 0.0013391863799387068 0.0011520491012720433 0.0010256972166763625
leaf_count=517 856 878 349 295 625 205 185
internal_value=0 -0.00128203 0.00156729 0.00494038 0.00866084 0.00268076 -0.00498553
internal_weight=0 0.00837735 0.00717634 0.00616577 0.00510765 0.00351693 0.00217775
internal_count=3910 3393 2537 1659 1364 1015 390
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=9
num_cat=0
split_feature=50 133 12 160 156 16 1 0
split_gain=2.92098e-05 3.1559e-05 5.16528e-05 6.41393e-05 5.92235e-05 7.23671e-05 6.94543e-05 3.88243e-05
threshold=0.082310000000000008 0.088055000000000008 -0.036459999999999992 0.087825000000000014 0.078725000000000003 -0.52908499999999992 0.10786000000000001 -0.089879999999999974
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=-0.00034503217789141953 -0.00032508296097533054 -0.00029589281114784683 -0.00018370680019035024 -0.00032130507351353426 -0.00023770440806056124 -8.0817393079207431e-05 0.00073203868278827922 0.00039369998848556007
leaf_weight=0.0010307456668576234 0.0010043272515308172 0.0010390346701094145 0.0010396719036227554 0.0010673115279756194 0.0010079575239182893 0.0010827945107457777 0.0015068205942152502 0.0017095480261482352
leaf_count=348 747 709 115 241 371 298 216 865
internal_value=0 2.65698e-05 6.62448e-05 0.000123423 0.00019821 0.00028051 0.000392772 0.000209695
internal_weight=0 0.00948388 0.00844485 0.0074141 0.00634679 0.00533884 0.00429916 0.00279234
internal_count=3910 3163 2454 2106 1865 1494 1379 1163
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=8
num_cat=0
split_feature=11 13 16 39 0 49 15
split_gain=1.28269e-05 2.47367e-05 3.3403e-05 3.42736e-05 6.8787e-05 3.56439e-05 4.57512e-05
threshold=0.077165000000000025 -0.090744999999999978 -0.41862999999999995 0.005105000000000001 -0.053834999999999994 -0.010424999999999999 -0.075094999999999981
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=0.011328722630925797 -0.010721021299759945 -0.017898349220758631 -0.01060656117119058 0.017868206999750402 -0.024720487104001675 -0.0033933957165129995 0.024875420546149239
leaf_weight=0.0018881789337300047 0.001001339467997007 0.001061662419527919 0.0010525014001290553 0.001034968021050426 0.0010478116561536206 0.0010784889828369133 0.0012203215616270547
leaf_count=533 282 259 250 264 302 532 1488
internal_value=0 0.00125384 -0.00167472 0.00149491 -0.00235719 0.00463486 0.0116131
internal_weight=0 0.00838393 0.00649575 0.00543409 0.00439912 0.00335131 0.00229881
internal_count=3910 3628 3095 2836 2572 2270 2020
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=7
num_cat=0
split_feature=4 15 160 49 52 4
split_gain=1.30427e-05 3.40099e-05 2.5205e-05 4.23105e-05 6.12194e-05 5.84796e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.026849999999999995 -0.081419999999999979 0.071660000000000015 0.0051950000000000008
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=0.0098560277341416605 0.017041324656250575 -0.006292531680301596 0.013006101983030838 -0.034886675092539142 0.0045202249040107194 -0.0050211034932513459
leaf_weight=0.0013692380157096931 0.001337793344371756 0.0011717635385986782 0.0010251745677353347 0.0012566152529481843 0.0018295254492953356 0.0013708987122530321
leaf_count=923 333 216 208 1116 811 303
internal_value=0 0.00614627 -0.00228038 -0.00531157 -0.00952486 -0.0193044
internal_weight=0 0.00250956 0.00685145 0.00548221 0.00445704 0.00262751
internal_count=3910 549 3361 2438 2230 1419
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=7
num_cat=0
split_feature=15 42 43 2 3 2
split_gain=1.13479e-05 3.47448e-05 6.03163e-05 4.52575e-05 4.38125e-05 3.99293e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 0.076695000000000013 0.11125500000000001
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=0.018439883646334213 -0.009303324711972703 -0.025125977610672669 0.0071558180496631282 0.016411167805913018 -0.020041817366501007 0.0034529795418499088
leaf_weight=0.0018273082513124064 0.0011543651788954177 0.0011648726739251687 0.0011503685175584147 0.0011085810910402014 0.0012956622250946232 0.001637591938046902
leaf_count=339 1436 679 505 556 170 225
internal_value=0 0.00128768 -0.0090862 0.00537993 -0.000524451 -0.00692502
internal_weight=0 0.00818438 0.00231524 0.00586914 0.00404184 0.00293325
internal_count=3910 2474 1184 1290 951 395
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=8
num_cat=0
split_feature=49 15 42 1 157 1 2
split_gain=1.27804e-05 3.03398e-05 2.73743e-05 3.07104e-05 2.40167e-05 4.55384e-05 6.13753e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.091955000000000023 0.12577000000000002 -1.0000000180025095e-35 0.094890000000000016 0.096540000000000015
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=0.017602365984739573 -0.01001372374270329 -0.0045219571993114285 -0.01750590791176709 -0.015168023547385077 -0.018362155112944391 0.021675109315012847 0.013852868910739556
leaf_weight=0.0011947765220754721 0.0010007698905760399 0.0012880506823177854 0.0010037426903556053 0.0010437839865821471 0.0010989175676682388 0.001405828692234904 0.001280516926853575
leaf_count=228 506 331 756 196 1318 285 290
internal_value=0 0.00612462 -0.00225258 0.00037364 0.00376312 0.00740552 -0.00102531
internal_weight=0 0.00248283 0.00683356 0.00582982 0.00478603 0.00378526 0.00237943
internal_count=3910 559 3351 2595 2399 1893 1608
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=8
num_cat=0
split_feature=124 13 48 0 47 52 2
split_gain=2.03445e-05 2.47584e-05 3.40174e-05 4.42019e-05 5.51987e-05 3.8826e-05 3.83777e-05
threshold=-0.061329999999999989 -0.23438999999999996 0.11379500000000002 -0.15291499999999997 0.084695000000000006 -0.030179999999999995 0.094010000000000024
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=0.00025475372403601596 0.00022972689700873379 0.00025913077230815915 -0.0003996568488453714 3.588155188288211e-05 0.00022449429329668438 -0.00017328906157354249 -0.00066204058710846961
leaf_weight=0.0010374895803627405 0.0011851052813024792 0.0016262993668041325 0.0010683686200242811 0.0013840070642263972 0.0013996745714046927 0.0015214046498445571 0.001039846956743847
leaf_count=310 178 228 151 737 345 1467 494
internal_value=0 -3.4851e-05 -7.3852e-05 -2.39212e-05 -0.000110045 -0.000228731 -0.000371718
internal_weight=0 0.00922471 0.0080396 0.00697123 0.00534493 0.00394526 0.00256125
internal_count=3910 3600 3422 3271 3043 2698 1961
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=7
num_cat=0
split_feature=4 42 42 0 16 16
split_gain=2.85911e-05 3.75013e-05 3.8602e-05 3.73056e-05 6.54087e-05 1.44283e-05
threshold=0.28937500000000005 0.086700000000000013 -1.0000000180025095e-35 -0.15517999999999996 0.032820000000000009 -0.063614999999999991
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=-0.00028346673165620926 0.00021141588999872612 -0.00030165386661981278 -0.0001577851281417532 0.00057782668749207871 -0.00010701837561252888 0.0002540295377687306
leaf_weight=0.0013025271354945517 0.0019867687064076033 0.0017918732277868929 0.0015810266804645919 0.0011231428046078477 0.0015247590243866061 0.0010003239859489564
leaf_count=1017 426 1266 171 317 329 384
internal_value=0 -5.03739e-05 1.85602e-05 9.37905e-05 0.000202815 0.000425292
internal_weight=0 0.00832365 0.00653178 0.00522925 0.00364823 0.00212347
internal_count=3910 3484 2218 1201 1030 701
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=7
num_cat=0
split_feature=43 4 0 42 150 15
split_gain=1.20111e-05 3.89307e-05 3.15887e-05 4.6026e-05 3.69915e-05 3.66427e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.06402999999999999 0.085330000000000003 0.082085000000000019 -0.015439999999999997
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=0.0091324664165918813 -0.01807562929247784 -0.013104894031059418 0.013284193624487295 -0.020614282038412601 0.016973275352870836 0.009937927791204967
leaf_weight=0.0012423320449447021 0.0011968894729071783 0.0017032749428962429 0.0017021564194600334 0.0010960540991671588 0.0012287648888672223 0.0011601658996523237
leaf_count=261 278 616 420 1262 259 814
internal_value=0 -0.00142848 0.00146319 -0.00241503 0.00245945 -0.00376875
internal_weight=0 0.00808731 0.00689042 0.00518826 0.00409221 0.00286344
internal_count=3910 3649 3371 2951 1689 1430
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=8
num_cat=0
split_feature=2 0 52 3 16 13 4
split_gain=1.87557e-05 4.99238e-05 3.78434e-05 3.63345e-05 3.59471e-05 4.56739e-05 3.75326e-05
threshold=0.10946500000000002 0.12346000000000001 0.06136500000000001 0.11476000000000001 -0.15168999999999996 -0.075169999999999987 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=0.00024426456791003411 0.00023892651842720664 -0.00046077486588120956 0.00044026363248392047 -0.000282179130572623 -0.00042348099107739415 0.0002512983812391467 -0.00018014234385403246
leaf_weight=0.0017882257816227102 0.0010174702137979051 0.0010057492181416534 0.0010010157327143918 0.001040514545612584 0.0011366349524948435 0.0015534735109700771 0.0015474295577048492
leaf_count=368 388 111 213 166 1124 1202 338
internal_value=0 -5.63661e-05 0.000127558 -2.45439e-05 1.1133e-05 -8.72477e-05 3.59985e-05
internal_weight=0 0.00703151 0.003059 0.00205798 0.00602576 0.00423754 0.0031009
internal_count=3910 3143 767 554 3032 2664 1540
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=8
num_cat=0
split_feature=147 0 52 151 16 2 52
split_gain=2.10089e-05 3.82497e-05 5.61221e-05 8.78287e-05 4.47798e-05 4.08354e-05 3.92326e-05
threshold=0.085900000000000018 -0.060094999999999989 0.084240000000000023 -0.0088999999999999982 0.15100500000000003 0.087995000000000004 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -6
right_child=-2 4 -4 5 6 -7 -8
leaf_value=-0.00046225722359368511 0.00025824006898075949 0.00043983252478550734 -0.00053512055476820602 -0.00010875396053371586 -0.00029684667303892269 0.00032004127207146927 0.00023846260096226215
leaf_weight=0.001356410462900796 0.0010427554061843364 0.0011795516089111672 0.0010752201141122769 0.0015551093631979848 0.0010856183267326713 0.0018936402660320866 0.0010218233525103836
leaf_count=415 209 320 1094 830 293 698 51
internal_value=0 -3.54796e-05 -0.000130173 -3.95599e-05 0.000133925 0.000126689 -3.72943e-05
internal_weight=0 0.00916737 0.00588038 0.00480516 0.00328699 0.00344875 0.00210744
internal_count=3910 3701 3037 1943 664 1528 344
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=7
num_cat=0
split_feature=2 52 150 0 2 0
split_gain=1.18838e-05 4.3965e-05 5.57539e-05 3.54679e-05 5.59325e-05 3.35095e-05
threshold=0.10946500000000002 0.084240000000000023 0.086420000000000011 -0.10575999999999998 0.08400500000000001 -0.13506999999999997
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=0.02029148786779901 -0.0037517027037743712 -0.01701312794951905 -0.018274085275967075 -0.013049279587433932 0.017009404284423189 0.018428118421250885
leaf_weight=0.0014248965433147722 0.0016484609427178569 0.0015596415805225203 0.0010468309039602533 0.0013710419379841395 0.0011286539836213366 0.0011608338747525742
leaf_count=288 208 1070 254 705 826 559
internal_value=0 -0.00236475 0.00223075 0.00770014 0.000522713 0.00541326
internal_weight=0 0.00653106 0.00497142 0.00392459 0.0024997 0.00280929
internal_count=3910 3143 2073 1819 1531 767
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=7
num_cat=0
split_feature=4 0 3 3 160 4
split_gain=2.06864e-05 2.57658e-05 5.82374e-05 4.89213e-05 2.90724e-05 7.31971e-05
threshold=0.28937500000000005 -0.06402999999999999 -0.078669999999999976 -0.074234999999999982 0.041025000000000006 -0.00072999999999999985
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=-0.00052059611490064392 0.00018215341876890118 0.00033562179948284281 0.00051338252867502883 -0.0001412886781670569 -0.0002504371017515126 -0.00017682121276662858
leaf_weight=0.0011416288787826174 0.0019540547190781887 0.0016129850556086322 0.0010169104322228116 0.0016969820326552584 0.0013056357443134367 0.0014096174975692403
leaf_count=1807 426 277 420 358 249 373
internal_value=0 -4.23894e-05 -0.000133057 9.11153e-05 -1.45133e-05 0.00011243
internal_weight=0 0.00818376 0.00487379 0.00330997 0.00373216 0.00242653
internal_count=3910 3484 2849 635 1042 793
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=1.17063e-05 3.19733e-05 3.62794e-05 3.63344e-05 4.53431e-05 7.58385e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.0089847262471524237 -0.013829561371903224 0.019458504941077953 -0.0029262854827028909 -0.013903881726156482 -0.012104384330281187 0.028062705792270007
leaf_weight=0.0012602709756675207 0.0011803431061456716 0.0012418342496142952 0.0017394528741708623 0.0013254748303325086 0.0011389560527539076 0.0014463983923651753
leaf_count=1060 521 488 1073 177 220 371
internal_value=0 0.00137811 0.00398257 0.000581229 0.00502065 0.0111429
internal_weight=0 0.00807246 0.00689212 0.00565028 0.00432481 0.00318585
internal_count=3910 2850 2329 1841 1664 1444
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=8
num_cat=0
split_feature=151 2 2 2 4 0 4
split_gain=1.17205e-05 4.01675e-05 4.37409e-05 5.07529e-05 4.12905e-05 6.01234e-05 1.89133e-05
threshold=-0.084129999999999996 -1.0000000180025095e-35 0.086650000000000019 0.095040000000000013 0.26450500000000005 0.10302000000000001 0.055260000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0093312896113045447 0.019990094997055605 -0.023440803460960832 0.023094747266392768 -0.018711165612234064 0.015673383778485643 0.01030487134342253 -0.0040580016837783572
leaf_weight=0.0011799016797351012 0.0010106278422100023 0.0010116188460145804 0.0010592930174667644 0.0018378667869111444 0.0010408197106628984 0.0011679130731890889 0.0010021282815674173
leaf_count=423 245 1123 775 782 294 140 128
internal_value=0 0.0013341 -0.00131411 0.00360835 -0.00149268 -0.00743682 -0.0137951
internal_weight=0 0.00813027 0.00711964 0.00510589 0.0040466 0.00300578 0.00201375
internal_count=3910 3487 3242 1991 1216 922 1251
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=8
num_cat=0
split_feature=13 39 51 48 49 13 1
split_gain=1.20625e-05 3.1165e-05 3.45964e-05 3.97845e-05 6.2514e-05 0.000112614 4.14618e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 0.087035000000000015 -0.029304999999999998 0.0015650000000000002 0.094890000000000016
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=0.0093850723521448059 0.02400166774413609 0.012297277871072352 -0.020579043487140364 -0.018234219644678366 -0.0036212719808843747 -0.03122365112609703 0.022625031870903149
leaf_weight=0.0011899647234219447 0.0010843647447646562 0.001378651192380286 0.0010828629859550871 0.0010884999826350304 0.0013329781915580154 0.0010301221500325997 0.0010973874835517681
leaf_count=210 236 419 367 313 1606 494 265
internal_value=0 -0.00139778 -0.00420899 -0.00106228 0.00305043 -0.00351477 0.00822977
internal_weight=0 0.00809487 0.00671622 0.00563335 0.00454485 0.00346049 0.00243037
internal_count=3910 3700 3281 2914 2601 2365 1871
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=8
num_cat=0
split_feature=39 12 13 2 4 4 12
split_gain=4.2696e-05 5.06754e-05 8.71921e-05 8.24927e-05 6.50006e-05 6.26111e-05 5.08201e-05
threshold=0.092870000000000022 0.080120000000000011 -0.00059999999999999995 0.11230000000000001 0.08734500000000002 0.0057500000000000008 0.096055000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -3
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=0.00062101841892677552 -0.00039379335942759514 -9.037424375459569e-05 -2.8032586387642726e-05 -0.00037953582475456701 0.00016547959594376171 0.00057398651033708635 -0.0006208970092093706
leaf_weight=0.0012249928352983854 0.0010048362701768334 0.0017532833152500637 0.0016289071000311931 0.0013156422941236756 0.0019080555087546023 0.0011214641609758602 0.0011492415377268997
leaf_count=389 244 1888 235 138 276 107 633
internal_value=0 3.00136e-05 0.000162436 2.42767e-05 -0.000115634 0.000217441 -0.000300432
internal_weight=0 0.0101016 0.00529101 0.00406601 0.00481058 0.00275037 0.00290252
internal_count=3910 3666 869 480 2797 342 2521
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=8
num_cat=0
split_feature=2 3 48 2 3 16 0
split_gain=2.97782e-05 5.0734e-05 4.43754e-05 6.15995e-05 6.88621e-05 6.43011e-05 6.05646e-05
threshold=0.11462500000000002 0.12046500000000002 0.093225000000000016 0.10393500000000001 0.090325000000000003 -0.114825 -0.066689999999999985
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0002015645163792512 0.00051006882722882767 -0.00010506842902385423 0.00033092925610571881 -0.00048216784074548157 0.00040436707924457709 -0.00051709405824251612 1.1294902932471576e-05
leaf_weight=0.0015765051068508192 0.0010417921993119477 0.0010203658544303534 0.0010003376053081227 0.0013846260405391327 0.0011666403838808126 0.0018451654037211327 0.0015219089791836411
leaf_count=349 411 188 273 321 156 1970 242
internal_value=0 0.000205696 -5.69731e-05 -0.000108746 -2.41261e-05 -0.000125247 -0.000278264
internal_weight=0 0.00206216 0.00849518 0.00749485 0.00611022 0.00494358 0.00336707
internal_count=3910 599 3311 3038 2717 2561 2212
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=9
num_cat=0
split_feature=14 49 2 3 151 1 43 4
split_gain=1.73725e-05 4.29522e-05 6.44127e-05 4.81567e-05 4.63373e-05 3.55917e-05 2.66209e-05 1.61626e-05
threshold=-1.0000000180025095e-35 0.079765000000000016 0.114165 -0.078669999999999976 -0.0088999999999999982 0.079945000000000016 -0.083899999999999988 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=-0.00024460494287057067 -9.9802183432859753e-05 0.00039437856290140406 0.00043784063098519237 -0.0003135420437277561 0.00040973977101331152 -0.00016778433188319506 -0.00049811683858108223 0.00017192357072358963
leaf_weight=0.0010239841499539706 0.0012605513249802375 0.0010676778758498236 0.0010161051288637632 0.0011226389876725553 0.0012457714554446999 0.0011338061242093431 0.0013212894029844841 0.0010255001797927293
leaf_count=196 585 701 322 184 256 372 1123 171
internal_value=0 2.46395e-05 -2.39426e-05 -8.99412e-05 3.1919e-05 0.000145816 -0.000303645 -6.44987e-06
internal_weight=0 0.00919334 0.00812566 0.00710956 0.00452772 0.00340508 0.00258184 0.00215931
internal_count=3910 3714 3013 2691 983 799 1708 543
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=8
num_cat=0
split_feature=3 3 2 160 2 1 13
split_gain=1.10349e-05 1.96178e-05 4.86923e-05 3.95568e-05 6.32197e-05 0.000147267 3.78041e-05
threshold=-0.15464999999999998 -0.078669999999999976 0.086875000000000022 0.041025000000000006 0.10571000000000001 0.11198000000000001 -0.019614999999999997
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=0.0097758845111192358 -0.024355327642633297 0.031585444172794817 0.0052615491412027031 -0.013284811871579306 -0.034076113579845808 0.0193689848435987 0.0069568590715827563
leaf_weight=0.0010220599849537432 0.0010904920633592427 0.0010012784726749161 0.001130690047890563 0.0013655673102992124 0.0010209909477212819 0.0010415071139030984 0.0016507704436314278
leaf_count=259 999 526 919 322 263 281 341
internal_value=0 -0.00123594 -0.00927889 0.00170231 0.00604332 -0.00708775 0.0162554
internal_weight=0 0.0083013 0.00222118 0.00608011 0.00471455 0.0020625 0.00265205
internal_count=3910 3651 1918 1733 1411 544 867
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=8
num_cat=0
split_feature=50 12 49 42 1 13 151
split_gain=3.59018e-05 4.07545e-05 3.93337e-05 7.15373e-05 0.000130269 5.78498e-05 3.55652e-05
threshold=0.083215000000000011 -0.036459999999999992 -0.00064499999999999985 0.084100000000000022 0.11198000000000001 -0.015744999999999999 -0.039414999999999999
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=-0.00027726090657939227 -0.00035474736603284638 0.00017201124740724664 0.00041840334848733607 -0.0001786462706083914 0.00091709267811889653 -0.00013097834291960045 -0.00029963537935863389
leaf_weight=0.0013729426049265475 0.0010033183621618999 0.0010181104527198467 0.0013146496974614647 0.0015418020993732962 0.0010364273893531048 0.0016768298127329438 0.0015512427575422605
leaf_count=449 739 278 259 993 114 808 270
internal_value=0 3.52338e-05 8.79472e-05 0.000180528 0.000318013 0.000110456 -0.000112745
internal_weight=0 0.009512 0.00813906 0.00556971 0.00402791 0.00299148 0.00256935
internal_count=3910 3171 2722 2174 1181 1067 548
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=8
num_cat=0
split_feature=50 12 3 15 150 1 12
split_gain=3.65595e-05 4.77364e-05 4.1698e-05 7.48261e-05 6.53664e-05 7.55973e-05 3.93406e-05
threshold=0.084340000000000012 -0.036459999999999992 0.10666500000000002 -0.017214999999999998 0.086870000000000017 1.0000000180025095e-35 0.080120000000000011
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=-0.00028844111661026486 -0.0003465353316471238 -0.00020619248984717355 -2.5132343003529767e-05 0.00068060592082043719 -0.00038187411956547827 0.00056039515952901011 0.00010712811560507012
leaf_weight=0.0014095082603628054 0.0010125491473895647 0.0017161411308433579 0.0011624437385654913 0.0011480355170076146 0.0012573263869193651 0.0013356077658731869 0.0016403837623000291
leaf_count=451 731 1526 128 84 250 218 522
internal_value=0 4.50686e-05 0.00010198 0.000325536 1.51616e-05 0.000121553 0.000310552
internal_weight=0 0.00966945 0.00825994 0.00231048 0.00594946 0.00469213 0.00297599
internal_count=3910 3179 2728 212 2516 2266 740
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=1.0893e-05 3.29309e-05 2.94427e-05 4.20322e-05 5.87436e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0086039007411811263 -0.010574412454185569 0.019186527826381597 0.020002263146170068 -0.011311366225085396 -0.0068983895922451596
leaf_weight=0.0012763687752895573 0.0018014728163038667 0.0019953982462424767 0.0010549280372710561 0.0016840590341886466 0.0015217479520406203
leaf_count=1060 1040 502 642 332 334
internal_value=0 0.00133905 0.00476957 0.00168002 0.00790048
internal_weight=0 0.00805761 0.00625613 0.00520121 0.00351715
internal_count=3910 2850 1810 1168 836
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=9
num_cat=0
split_feature=3 47 51 4 4 16 2 43
split_gain=2.64091e-05 3.54167e-05 5.65728e-05 5.65912e-05 6.89162e-05 5.84241e-05 4.23666e-05 6.54252e-05
threshold=0.16699000000000003 0.11669500000000001 0.08955500000000001 0.24280000000000004 -0.0010999999999999996 -0.52908499999999992 0.096540000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00042217110274325444 0.0002967132908739253 -0.0003829089501263997 -0.00040166027736705302 -3.0597379349507228e-06 -0.00038613205827106063 0.00064473605750278566 0.00037141113847187544 0.00027040529161566053
leaf_weight=0.0010248098605685424 0.0010136589992116888 0.0010119149502708551 0.0011339081793903432 0.0010215484356832618 0.0015617855936881789 0.0011244814627133703 0.0014130676284694632 0.0010739754700183645
leaf_count=1321 194 163 391 103 595 300 432 411
internal_value=0 -3.64649e-05 5.50175e-06 6.94499e-05 -4.34526e-05 0.000336374 0.000108943 -6.77708e-05
internal_weight=0 0.00936549 0.00835358 0.00721967 0.00507364 0.00214603 0.00351185 0.00209879
internal_count=3910 3716 3553 3162 2759 403 2164 1732
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=9
num_cat=0
split_feature=151 48 51 4 42 1 43 43
split_gain=1.78606e-05 4.32135e-05 8.59113e-05 6.46657e-05 8.60249e-05 3.65131e-05 3.22748e-05 4.89909e-05
threshold=-0.086769999999999986 0.093225000000000016 0.083165000000000017 0.15045000000000003 0.085545000000000024 0.11215000000000001 0.0050750000000000005 -0.06705499999999999
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=0.00023627764941082881 0.00016826957441002158 0.00026069498167864631 -0.00059945505642132555 1.2168461121724344e-05 -0.00062903777085704566 0.00053459107280256872 0.00027233606074964834 -0.00039805839065218358
leaf_weight=0.0010305602018240633 0.0011312281655703406 0.0015724225558673916 0.0011149301181166797 0.0010126453140924946 0.0010653356734143379 0.0010453014388181392 0.0011737639333904652 0.0012213097121919034
leaf_count=339 554 352 393 208 968 275 221 600
internal_value=0 -3.57265e-05 -9.5756e-05 -1.13012e-05 -0.000140751 0.000277525 6.76543e-06 -0.000125737
internal_weight=0 0.00933694 0.00776451 0.00664958 0.00459164 0.00205795 0.0035263 0.00235254
internal_count=3910 3571 3219 2826 2343 483 1375 1154
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=8
num_cat=0
split_feature=43 43 4 4 1 16 15
split_gain=2.12506e-05 3.11091e-05 3.28032e-05 6.42006e-05 5.36081e-05 4.50391e-05 3.40202e-05
threshold=-0.18906999999999999 -0.080894999999999981 -0.34687499999999999 -0.0010999999999999996 0.095575000000000007 -0.071319999999999981 -0.12259499999999998
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=0.00021502249036097415 -0.00030208644803809249 -0.00031074670484186796 0.00035419873845204649 -0.00044756901055101317 0.00011837887534677752 0.00038114917795419089 -0.00037125198446394413
leaf_weight=0.0013810063004137856 0.0015178006535935158 0.0010745065731404407 0.0019644280357289682 0.0010975483263556953 0.0011795186135444538 0.0010791470460697525 0.0010151184101306217
leaf_count=261 962 234 1416 498 217 173 149
internal_value=0 -4.63433e-05 6.0391e-06 5.9764e-05 -7.25516e-05 5.31744e-05 -0.000108097
internal_weight=0 0.00892807 0.00741027 0.00633576 0.00437133 0.00327378 0.00219464
internal_count=3910 3649 2687 2453 1037 539 366
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=8
num_cat=0
split_feature=15 484 52 0 3 43 2
split_gain=1.33812e-05 2.98335e-05 3.12476e-05 4.41862e-05 3.48708e-05 3.99609e-05 5.13406e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 0.11265500000000002 -0.078844999999999985 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0097425701141003913 -0.010139803118533398 0.016807704144928853 0.013330288370682493 -0.020635833704322683 -0.015668647716893167 -0.00016215691435575829 0.029458833942042718
leaf_weight=0.0011969054479242769 0.0011504565571347396 0.0010869905313406437 0.0012575199760376512 0.0012600221034304538 0.0010356407392545976 0.0013526527524304393 0.0010312497102373014
leaf_count=639 1436 417 295 246 192 318 367
internal_value=0 0.00137494 -0.000976516 -0.00403806 0.000492163 0.00516619 0.0126516
internal_weight=0 0.00822098 0.00713399 0.00587647 0.00461645 0.00358081 0.0023839
internal_count=3910 2474 2057 1762 1516 1324 685
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=7
num_cat=0
split_feature=11 4 160 49 1 3
split_gain=1.37464e-05 2.45058e-05 2.84401e-05 2.76255e-05 4.13922e-05 2.56173e-05
threshold=0.077165000000000025 -0.0010999999999999996 -1.0000000180025095e-35 -0.0087399999999999995 0.11198000000000001 -0.0026499999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -4
right_child=-2 3 5 4 -6 -7
leaf_value=-0.0073319861664594256 -0.011111222024291607 -0.014282144739848507 0.019762239542355221 -0.011232872892209289 0.012967778580506123 0.00044784730911673337
leaf_weight=0.0010110980267689302 0.0010003871164968566 0.0016011375711616248 0.001745674555629679 0.0012804040395963359 0.0015774645928846357 0.0011320157314874484
leaf_count=732 282 275 1503 615 369 134
internal_value=0 0.00129351 0.00709528 -0.00376633 0.00212522 0.0121644
internal_weight=0 0.00834779 0.00388879 0.00445901 0.00285787 0.00287769
internal_count=3910 3628 2369 1259 984 1637
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=9
num_cat=0
split_feature=50 12 160 1 42 2 13 2
split_gain=2.89834e-05 4.52808e-05 4.82439e-05 4.27417e-05 4.4833e-05 6.13993e-05 6.31395e-05 2.37556e-05
threshold=0.07992500000000001 -0.036459999999999992 0.087825000000000014 0.12864500000000004 0.085545000000000024 0.084235000000000018 -0.10241499999999999 0.10217500000000002
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=-0.0002970362856354165 -0.00031823756292537647 0.00053100102865197643 -0.00028564336135392582 0.00051984420641275342 -0.00022684665586280623 0.0004037438231040254 -0.00038688702687182577 2.9595419792551378e-05
leaf_weight=0.0013795067633777516 0.0010082123635923789 0.0013399708348431293 0.0011460676312292275 0.0010175408310565655 0.0013659708375814419 0.0011416572307530182 0.0010047947320999942 0.0011062493591552885
leaf_count=443 755 263 310 123 905 74 718 319
internal_value=0 3.14076e-05 8.71915e-05 0.000148442 8.50185e-05 0.000177775 3.22609e-05 -0.000168638
internal_weight=0 0.00950176 0.00812225 0.00697618 0.00595864 0.00459267 0.0032527 0.00211104
internal_count=3910 3155 2712 2402 2279 1374 1111 1037
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=8
num_cat=0
split_feature=13 15 12 52 1 48 0
split_gain=1.23635e-05 2.69805e-05 3.52581e-05 5.33388e-05 5.13703e-05 7.82628e-05 6.7313e-05
threshold=-0.23438999999999996 0.079360000000000014 0.093375000000000014 0.10062000000000001 0.11183500000000002 0.087770000000000015 -0.10131499999999999
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=0.0094504456771645744 0.012079569687932197 -0.01666507798757726 -0.013121020197678327 0.023766969303925009 -0.019591247191985593 0.02891782202701065 -0.020959585713198451
leaf_weight=0.0011989245317761696 0.0012528094624904586 0.0010168470167258546 0.0014588717668242088 0.001128674023341999 0.001077732963763429 0.0010053760347350222 0.0012144016749333871
leaf_count=210 212 1420 576 261 243 271 717
internal_value=0 -0.00142536 0.000745667 0.00430787 -0.000518822 0.00540039 -0.00418284
internal_weight=0 0.00815471 0.00713787 0.00567899 0.00455032 0.00347259 0.00246721
internal_count=3910 3700 2280 1704 1443 1200 929
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=7
num_cat=0
split_feature=52 13 151 3 15 47
split_gain=1.45683e-05 4.34775e-05 3.00602e-05 3.12795e-05 5.39622e-05 4.33831e-05
threshold=0.11401500000000002 -0.23438999999999996 -0.083919999999999981 -0.10628499999999998 -0.017214999999999998 0.090280000000000013
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=0.020465821341895535 -0.0099056286911919315 -0.017326879190519222 0.01188806303270042 -0.001261839015567778 0.010652656276619807 -0.028105901900220966
leaf_weight=0.0010559345703820685 0.0012869063895464853 0.0010029458112180102 0.0019223395309374254 0.0013841745381364327 0.0016050259835469738 0.0010654474721419026
leaf_count=169 647 393 382 810 1287 222
internal_value=0 0.00155445 -0.00130649 0.00138175 -0.00359937 -0.0129375
internal_weight=0 0.00803587 0.00697993 0.00597699 0.00405465 0.00244962
internal_count=3910 3263 3094 2701 2319 1032
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=9
num_cat=0
split_feature=50 15 13 47 1 48 2 16
split_gain=3.37834e-05 3.8744e-05 4.09142e-05 9.04799e-05 8.28815e-05 5.58775e-05 5.22083e-05 4.54168e-05
threshold=0.084340000000000012 -0.24219999999999997 0.11596500000000001 0.09252500000000001 0.076710000000000014 0.085875000000000021 0.098195000000000018 -0.029944999999999996
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=0.00039652037622936524 -0.00034595659255211091 -0.00059839081825962409 0.0002904345244128621 -0.00056595092063509134 0.00066288144129798149 -9.6436254818076128e-05 2.9737454814905106e-06 0.00010874642430920057
leaf_weight=0.0010030772278876556 0.0010052197188497774 0.0010199351220932713 0.0014426588548621432 0.0011868106255434399 0.001187204581420436 0.0014355219961325058 0.0012176990481221625 0.0010914197030945853
leaf_count=276 731 1187 203 283 207 224 361 438
internal_value=0 3.18844e-05 -1.07385e-05 -7.16034e-05 2.69716e-05 0.000206569 -0.000271134 0.000397461
internal_weight=0 0.00958433 0.00858125 0.00713859 0.00595178 0.00371415 0.00223763 0.00227862
internal_count=3910 3179 2903 2700 2417 869 1548 645
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=7
num_cat=0
split_feature=4 1 16 48 160 52
split_gain=1.37205e-05 3.1115e-05 2.68351e-05 4.44044e-05 8.21079e-05 5.86879e-05
threshold=0.24280000000000004 0.11198000000000001 -0.094359999999999986 0.091555000000000011 -0.026849999999999995 0.083750000000000005
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=-0.013853063722434623 -0.0067408646750512216 0.015842187299885131 0.019908591253590978 0.019700366417803868 -0.022473163234321917 0.0057892864556144596
leaf_weight=0.0015636004730409797 0.0010559258966295875 0.0014450266979516386 0.0011091803539800627 0.0010288797986213738 0.0019392746248339241 0.0011828934198991801
leaf_count=501 196 353 672 327 1236 625
internal_value=0 0.00630741 -0.00235098 0.00106801 -0.00346256 -0.0117654
internal_weight=0 0.00250095 0.00682383 0.00526023 0.00423135 0.00312217
internal_count=3910 549 3361 2860 2533 1861
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=8
num_cat=0
split_feature=50 12 160 4 16 1 52
split_gain=2.37659e-05 4.11567e-05 4.77093e-05 5.14519e-05 7.26304e-05 8.97116e-05 3.90997e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 0.087825000000000014 -0.034289999999999994 -0.52908499999999992 0.11198000000000001 0.071660000000000015
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=-0.00029051335785692861 -0.00029228594989557131 -0.00035758722995814999 -0.00029595297402496337 -0.00018520477998833302 0.00013596383786704876 0.00078857537733783363 0.00013576746133652759
leaf_weight=0.001357062620503985 0.0010041792229541638 0.0011139965036521318 0.0011221534790796621 0.0010335174867684422 0.001929212837925541 0.0013957365683043145 0.0013860483134912427
leaf_count=437 779 506 308 123 734 214 809
internal_value=0 2.51682e-05 7.88479e-05 0.000140171 0.000268795 0.000409915 -8.40668e-05
internal_weight=0 0.00933773 0.00798067 0.00685851 0.00435847 0.00332495 0.00250004
internal_count=3910 3131 2694 2386 1071 948 1315
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=9
num_cat=0
split_feature=147 11 3 457 1 4 3 3
split_gain=3.55915e-05 4.90259e-05 5.42036e-05 4.74761e-05 4.91788e-05 9.7114e-05 6.18405e-05 4.63586e-05
threshold=0.086955000000000018 0.077330000000000024 -0.12008499999999998 0.084485000000000018 0.095575000000000007 0.053925000000000008 0.10856000000000002 0.0048550000000000008
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=0.0004227744709154632 0.00034840797748317536 -0.00043991000079705758 -0.00041767957671289419 -0.00042066907038614714 0.00062937747813271417 0.00024053324159851815 -0.00042139805344368765 6.8789403842614184e-05
leaf_weight=0.0010650556482130515 0.001000430609239566 0.0010508381783796436 0.001457182081217469 0.0011282754518944687 0.0011884870092446153 0.0011668897194745977 0.0010143167669756056 0.0015588311965287552
leaf_count=144 197 267 2184 174 372 263 137 172
internal_value=0 -4.01645e-05 8.79997e-06 -4.98781e-05 1.56361e-05 0.000178429 -6.72817e-05 -0.000166247
internal_weight=0 0.00962988 0.00857904 0.00751398 0.00638571 0.00336969 0.00218121 0.00301601
internal_count=3910 3713 3446 3302 3128 772 400 2356
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=8
num_cat=0
split_feature=52 13 1 2 43 0 3
split_gain=1.37735e-05 3.5171e-05 2.85697e-05 4.88565e-05 4.62045e-05 3.87853e-05 3.87114e-05
threshold=0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10274500000000002 -0.041434999999999993 -0.073129999999999987 -1.0000000180025095e-35
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=0.018536732735704078 -0.009618183887473087 -0.024207935599630592 0.0052625407048345419 0.0212762276944857 -0.023705104306680227 0.010586682869378682 0.002205841695380534
leaf_weight=0.0010537722994188835 0.0012918244681379377 0.0010789410657980562 0.0010158588751020513 0.0011479094283740067 0.0012023274117908943 0.0014088348141598453 0.0011422767634782921
leaf_count=169 647 1760 251 475 162 318 128
internal_value=0 0.00150523 -0.00106008 0.00329404 -0.0104388 -0.00239235 -0.0106245
internal_weight=0 0.00804992 0.00699615 0.00477796 0.00221819 0.00363005 0.00222122
internal_count=3910 3263 3094 2681 413 2206 1888
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=7
num_cat=0
split_feature=1 4 4 47 1 3
split_gain=1.46386e-05 2.37299e-05 2.1934e-05 3.74293e-05 8.44821e-05 3.47947e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0051950000000000008 0.09252500000000001 0.11097000000000001 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0018220132720669019 0.0087959609260158996 -0.017057359225734408 0.034516518712847492 -0.0063553053455845682 -0.00098690620826974202 -0.015442001385507057
leaf_weight=0.001567657099885151 0.0010360786177792784 0.0011572203980878466 0.0011413761126651541 0.0014093147694712606 0.0016236723680695493 0.0013826694561514972
leaf_count=422 865 1586 169 216 358 294
internal_value=0 -0.00619581 0.00251769 0.00690819 0.0136684 -0.00505959
internal_weight=0 0.00272488 0.00659311 0.00417436 0.00276505 0.00241875
internal_count=3910 2008 1902 743 527 1159
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=7
num_cat=0
split_feature=1 12 2 12 1 3
split_gain=1.47337e-05 2.15664e-05 2.95307e-05 2.59647e-05 6.30643e-05 3.11226e-05
threshold=0.12864500000000004 0.098845000000000016 0.081110000000000015 0.085185000000000025 0.085990000000000011 0.11265500000000002
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=-0.012004264539534489 0.0092306112089938965 -0.014071468070465146 -0.019868963296647349 0.015164179783849173 0.017974986586750574 -0.0044481791077561053
leaf_weight=0.0014723521841158681 0.001451262658875207 0.0012007320301429909 0.0011511576164722442 0.0014941449861097019 0.0014447405376748954 0.0010829811579210619
leaf_count=739 331 522 618 1253 310 137
internal_value=0 -0.00173761 0.000490953 0.00404736 -0.000467645 0.00836797
internal_weight=0 0.00784611 0.00664538 0.00517302 0.00367888 0.00252772
internal_count=3910 3579 3057 2318 1065 447
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=7
num_cat=0
split_feature=1 52 3 48 3 47
split_gain=1.3424e-05 4.14046e-05 3.9503e-05 4.02051e-05 5.374e-05 1.81854e-05
threshold=0.10498500000000001 -0.048794999999999991 -0.115685 0.085845000000000019 -0.0045049999999999995 0.09023500000000001
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=0.011521520990710028 0.018981361364536316 -0.0091451832161499342 -0.018951175208962948 -0.025353005053562385 0.0088760664324333272 0.0076276598842535048
leaf_weight=0.001331544635696953 0.0013030022683715239 0.0016783899945608171 0.0011635891133383149 0.0010322288521701223 0.0017196336732371196 0.001051314060692761
leaf_count=292 353 365 2114 411 234 141
internal_value=0 0.00431537 -0.00335744 -0.00841739 -0.00235424 -0.00268532
internal_weight=0 0.00403271 0.005247 0.00391545 0.00288322 0.0027297
internal_count=3910 859 3051 2759 2348 506
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=7
num_cat=0
split_feature=4 1 0 48 42 16
split_gain=1.29396e-05 3.45365e-05 2.33121e-05 6.65933e-05 3.73033e-05 4.62882e-05
threshold=0.24280000000000004 0.11198000000000001 -0.15007499999999999 0.086065000000000016 0.084100000000000022 0.15100500000000003
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=-0.013957232760411218 -0.0076973857917289491 0.01618032731333912 0.010989964012114453 0.021657443637658907 -0.019763720926325459 -0.014451243039951517
leaf_weight=0.0013662619488609643 0.0010446434440713227 0.0014417845392105744 0.0017957825488081765 0.0011808636919319751 0.0012423374360525405 0.0011884161781560631
leaf_count=221 196 353 1063 525 1288 264
internal_value=0 0.00614839 -0.00228628 0.000662569 -0.00520325 0.000858353
internal_weight=0 0.00248643 0.00677366 0.0054074 0.00422654 0.0029842
internal_count=3910 549 3361 3140 2615 1327
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=7
num_cat=0
split_feature=43 52 16 3 0 4
split_gain=1.41136e-05 3.24618e-05 4.84949e-05 3.02272e-05 2.43276e-05 1.82089e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 -0.075954999999999981 -0.10462499999999998 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0032531005109000693 -0.016288278808115557 -0.021122791701641552 0.018450209744406129 0.015992064296279189 0.0058970651556203785 -0.0023738373487302263
leaf_weight=0.0018562074597737483 0.0013937165493718246 0.001030546677403582 0.0011948930420075071 0.0014565022539762983 0.0012657190308783587 0.0010415119230603404
leaf_count=1259 427 193 228 565 1050 188
internal_value=0 -0.00294135 0.00116259 0.00520844 -0.00502621 -0.0116987
internal_weight=0 0.00592639 0.00453267 0.00331271 0.00333778 0.00207206
internal_count=3910 2086 1659 1824 1431 381
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=8
num_cat=0
split_feature=124 457 160 1 0 4 4
split_gain=2.59237e-05 2.89314e-05 3.97938e-05 7.5883e-05 2.36134e-05 4.37982e-05 2.55664e-05
threshold=-0.061329999999999989 0.041935000000000007 1.0000000180025095e-35 0.12864500000000004 -0.072264999999999982 -0.23071499999999998 0.05309500000000001
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=0.00029241968446189963 -0.00047510616523759324 0.00022104723558796994 -0.00044688498752509966 0.00041404983341272088 -0.00024889734980675717 0.0002923391511556149 -0.00010609269645557107
leaf_weight=0.0010223698881640453 0.0011293458016393473 0.0014109814635898362 0.0010111695711929299 0.0012129597957826607 0.001146526112531669 0.0011528240224570087 0.0020005318344522346
leaf_count=310 1668 291 471 216 210 444 300
internal_value=0 -3.69481e-05 -8.45124e-05 -2.93468e-05 -0.000128407 2.24621e-05 -0.000239243
internal_weight=0 0.00906434 0.00765336 0.00664219 0.00542923 0.00229935 0.00312988
internal_count=3910 3600 3309 2838 2622 654 1968
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=8
num_cat=0
split_feature=50 4 2 48 42 13 3
split_gain=3.01261e-05 5.07635e-05 5.70445e-05 5.40156e-05 4.04568e-05 5.12827e-05 6.00863e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.11339500000000001 0.083775000000000002 0.084100000000000022 -0.026374999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00033252561889699416 -0.00032913993237262593 0.00033342773502869591 -0.00047012705493176658 0.00031689255081912072 -0.00037910504784866185 -0.0005000815741550425 0.00016352452423044509
leaf_weight=0.0013120460723680888 0.0010061623889728788 0.0017069719734374026 0.0010286593431691089 0.0017885214258989771 0.0012909534754621463 0.0010285831906939181 0.001070588939146543
leaf_count=228 779 396 323 456 898 707 123
internal_value=0 2.81688e-05 -4.11282e-05 2.68605e-05 -8.34563e-05 2.843e-05 -0.000161639
internal_weight=0 0.00922632 0.00751935 0.00649069 0.00470217 0.00341122 0.00209917
internal_count=3910 3131 2735 2412 1956 1058 830
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=9
num_cat=0
split_feature=50 4 2 49 0 43 12 43
split_gain=3.3223e-05 4.2026e-05 6.67566e-05 4.98944e-05 6.67056e-05 8.34964e-05 3.0004e-05 1.33922e-05
threshold=0.083215000000000011 0.28937500000000005 0.11339500000000001 -0.07107999999999999 -0.13027499999999997 -0.074254999999999988 0.091405000000000014 0.088185000000000013
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=-0.00029350626715817933 -0.00034360544355054967 0.00030985293901486939 -0.00049109712816229048 0.00051760637327142613 4.9261691261512171e-05 -0.00043776664778565262 0.00052683707704933767 -0.00011943967285504297
leaf_weight=0.0013567410878384221 0.001002048929988804 0.0017121735109996072 0.0010428180182442751 0.0012813060386860278 0.0010185904320035618 0.0010014655936931498 0.0010045937494822263 0.0010314489863047301
leaf_count=276 739 396 328 219 501 1006 260 185
internal_value=0 3.18789e-05 -2.96362e-05 4.22505e-05 0.000127598 4.39599e-06 0.000286397 -0.000276256
internal_weight=0 0.00944914 0.00773696 0.00669415 0.0053374 0.0040561 0.00202318 0.00203291
internal_count=3910 3171 2775 2447 2171 1952 761 1191
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=7
num_cat=0
split_feature=159 1 4 13 0 0
split_gain=1.36452e-05 2.47283e-05 5.19571e-05 3.46743e-05 4.03149e-05 5.81153e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.13934999999999997 -0.074249999999999997 -0.13027499999999997
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=-0.011041025113641845 -0.017704798442697262 -0.0041566289522161877 0.025472383050163201 0.0053456938150395327 0.012792033871606642 -0.024146786315820248
leaf_weight=0.0010036863481311048 0.0011544127199016397 0.0012452043209890591 0.0011279820371815107 0.0017393241562305604 0.001921834164388991 0.0010848865361434005
leaf_count=633 132 240 322 296 669 1618
internal_value=0 0.00130576 0.00992612 -0.00216138 0.00161936 -0.00598349
internal_weight=0 0.00827364 0.00237319 0.00590046 0.00474604 0.00282421
internal_count=3910 3277 562 2715 2583 1914
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=9
num_cat=0
split_feature=50 150 133 156 13 0 47 4
split_gain=3.23041e-05 5.31828e-05 6.31899e-05 7.09751e-05 6.71761e-05 0.000133865 0.000185861 0.000210185
threshold=0.084340000000000012 0.11398500000000002 0.088055000000000008 0.082605000000000026 -0.13934999999999997 -0.017269999999999997 0.09252500000000001 0.0057500000000000008
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=-0.00018726565883395743 -0.00033393147171891608 -0.00039556738526452893 -0.00037073316999138955 -0.00030926983010178227 -6.8450411593214383e-05 0.00094094715467693633 -0.00050101729700416766 0.00095814967810073013
leaf_weight=0.0012590078552607974 0.0010309493123218773 0.0010078557802972081 0.0010521568959160127 0.0011438147994770704 0.001628685110212584 0.0010571517168444598 0.0011779325074691201 0.0014488641834258964
leaf_count=200 731 158 680 418 1054 162 202 305
internal_value=0 3.10004e-05 8.00353e-05 0.000141507 0.000219966 0.000316473 0.00016134 0.000414858
internal_weight=0 0.00977547 0.00876761 0.00771546 0.00657164 0.00531263 0.00425548 0.00307755
internal_count=3910 3179 3021 2341 1923 1723 1561 1359
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=8
num_cat=0
split_feature=11 43 2 4 1 43 16
split_gain=1.40725e-05 2.41613e-05 5.59063e-05 3.73165e-05 4.85877e-05 5.72685e-05 2.12449e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 0.080255000000000007 0.095575000000000007 0.0033500000000000005 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.00016891648538872544 -0.00021409315053798087 -0.00034997796457988131 0.00051365769293743946 -0.00027859681572958369 0.00037837442088461086 0.00023193099866464952 -0.00023397773618363265
leaf_weight=0.0010017037691220964 0.0010792337218850914 0.0014704733135461848 0.0011162120365406404 0.0018851996139518405 0.001236987967753336 0.0011656763027906032 0.0010111040916390718
leaf_count=846 279 815 556 381 248 459 326
internal_value=0 2.30143e-05 0.000161705 -5.23489e-05 5.77743e-05 -9.26642e-05 -3.34714e-05
internal_weight=0 0.00888736 0.00312902 0.00575834 0.00387314 0.00263615 0.00201281
internal_count=3910 3631 1728 1903 1522 1274 1172
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=7
num_cat=0
split_feature=11 43 2 4 1 43
split_gain=1.28465e-05 2.36003e-05 5.41239e-05 3.52278e-05 4.64366e-05 5.47541e-05
threshold=0.077165000000000025 -0.049504999999999987 0.093815000000000009 0.08734500000000002 0.095575000000000007 0.0033500000000000005
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=-0.0016375103778497988 -0.010730148165495633 -0.018214802090880299 0.026783007136066329 -0.014408206656087986 0.019255400323691982 0.011798962952434494
leaf_weight=0.0018796375653410548 0.0010015741562793062 0.0013695658044605126 0.0010412889049569696 0.0017330804761866722 0.0011766967715259886 0.0010928202949414814
leaf_count=1172 282 815 556 371 256 458
internal_value=0 0.00125959 0.0084942 -0.00267398 0.00291435 -0.00489453
internal_weight=0 0.00829309 0.00292093 0.00537216 0.00363908 0.00246239
internal_count=3910 3628 1728 1900 1529 1273
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=7
num_cat=0
split_feature=1 15 151 15 16 2
split_gain=1.188e-05 2.16531e-05 4.47476e-05 5.56697e-05 7.85536e-05 1.70539e-05
threshold=0.076710000000000014 1.0000000180025095e-35 -0.044604999999999992 -0.038029999999999987 -0.072359999999999994 0.10113500000000002
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=0.00091462519221155328 -0.011159118996685482 -0.010949216895587125 0.016315533998703065 0.029952364321356478 -0.015836000534155608 -0.015267136219260277
leaf_weight=0.0016172614865572687 0.0013373572745288501 0.001042353594673643 0.0018679564462684977 0.001036699312873765 0.0012810682725378924 0.001090404952781787
leaf_count=1588 318 571 408 306 299 420
internal_value=0 0.00227016 0.00476502 0.00985285 0.00323583 -0.00560194
internal_weight=0 0.00656543 0.00552308 0.00418572 0.00314902 0.00270767
internal_count=3910 1902 1331 1013 707 2008
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=8
num_cat=0
split_feature=49 3 3 12 15 3 52
split_gain=1.23121e-05 3.93998e-05 2.89977e-05 5.26494e-05 3.34391e-05 6.1938e-05 3.85023e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.084604999999999986 0.091555000000000011 -0.017214999999999998 0.094625000000000015 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=0.019308698027603419 0.0036884781241003891 -0.0060359304587921502 0.0089726025905337639 -0.028548891071572682 0.025423477789599726 -0.021169031468587625 -0.0021336910737811874
leaf_weight=0.0011714931955452029 0.0010254109993331085 0.0012874503581422124 0.0014531146556076779 0.0010013181174206784 0.0010235465528621594 0.001284286916473082 0.0010046725354483968
leaf_count=350 781 209 969 388 491 209 513
internal_value=0 0.00603879 -0.00221937 -0.0122386 0.00204161 -0.00516873 0.0117731
internal_weight=0 0.00245894 0.00679235 0.00202673 0.00476562 0.0027374 0.00202822
internal_count=3910 559 3351 1169 2182 1178 1004
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=7
num_cat=0
split_feature=4 151 0 47 13 0
split_gain=1.42066e-05 3.08237e-05 4.70566e-05 2.24942e-05 3.94163e-05 2.85419e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 0.084695000000000006 -0.10241499999999999 -0.053834999999999994
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=0.011065096716710653 0.0080551540660506165 -0.024543575846220585 0.0094649493382970157 0.0086399647166301979 -0.0016086442610916145 -0.02429092038080867
leaf_weight=0.0014668395364305408 0.0017615723192660393 0.0010313819872382569 0.0011309102326867377 0.0016115497229331026 0.0010612919994250002 0.0011623619630745164
leaf_count=558 426 201 148 361 1872 344
internal_value=0 -0.00192883 -0.00510682 -0.00107012 -0.0057349 -0.0134653
internal_weight=0 0.00746434 0.0059975 0.00496611 0.00335456 0.00222365
internal_count=3910 3484 2926 2725 2364 2216
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=8
num_cat=0
split_feature=50 4 2 49 0 43 13
split_gain=2.47118e-05 4.08023e-05 5.27429e-05 4.12067e-05 7.03215e-05 6.86245e-05 5.89558e-06
threshold=1.0000000180025095e-35 0.28937500000000005 0.11339500000000001 -0.07107999999999999 -0.13027499999999997 -0.074254999999999988 -0.088854999999999976
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=-0.00027657339464851288 -0.00029175033720469057 0.00030752306444111426 -0.000445397807058596 0.00052762043620176624 0.00024738199158453006 -0.00016207931521600283 -0.00037488955433999784
leaf_weight=0.0013063312180875992 0.0010107735965048771 0.0016795193478764776 0.0010184553398744963 0.0012068256806406878 0.0019651031452422281 0.0010016085704985527 0.0010003782381752427
leaf_count=270 779 396 323 203 753 187 999
internal_value=0 3.12786e-05 -3.05931e-05 3.45989e-05 0.000113165 -1.29163e-05 -0.000268419
internal_weight=0 0.00917822 0.0074987 0.00648025 0.00517392 0.00396709 0.00200199
internal_count=3910 3131 2735 2412 2142 1939 1186
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=9
num_cat=0
split_feature=50 4 151 16 52 3 2 0
split_gain=3.9139e-05 5.63825e-05 4.86792e-05 6.70688e-05 5.89417e-05 4.34445e-05 3.88404e-05 2.66896e-05
threshold=0.083475000000000008 0.28937500000000005 -0.051109999999999996 -0.094359999999999986 -0.098644999999999983 -0.040669999999999991 0.092865000000000017 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.00029302128777139783 -0.00037116273712561925 0.00035327338530604264 -0.00012657397637751765 -0.00033810661555877975 -0.00014765184633526069 0.00055638200336306863 -0.00066694876028541145 0.00011283317917165758
leaf_weight=0.0014262724409985815 0.0010003282209388462 0.0017628523245765042 0.0010086257539428359 0.001214344562080613 0.001088962930474547 0.0010474077444639351 0.001037339475490608 0.0010389404410545396
leaf_count=423 735 396 254 510 1201 114 193 84
internal_value=0 3.63438e-05 -3.47206e-05 -0.000107355 2.93008e-05 0.00016981 -0.000400553 0.000335508
internal_weight=0 0.00962475 0.00786189 0.00643562 0.00438966 0.00317531 0.00204597 0.00208635
internal_count=3910 3175 2779 2356 1909 1399 447 198
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=8
num_cat=0
split_feature=151 4 16 48 42 13 1
split_gain=1.78648e-05 4.10425e-05 4.90896e-05 7.08679e-05 3.86009e-05 6.42389e-05 2.57661e-05
threshold=-0.086769999999999986 0.17888000000000001 -0.094359999999999986 0.091555000000000011 0.085545000000000024 -0.0016149999999999999 0.11235500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.00024281121797477408 -0.00046870785887311158 -3.055118344499523e-05 0.00025906934920549184 0.00042548097410367625 -0.0004766645972969637 -0.00030343560184207077 0.00035573543927460268
leaf_weight=0.0010106939703277496 0.0012316725758402258 0.0012614858600829154 0.0014717184673811261 0.0010362666848943158 0.0010309053856577344 0.0016620762627319156 0.0014013786387092936
leaf_count=339 432 212 720 270 967 647 323
internal_value=0 -3.19779e-05 -0.000116723 -3.33669e-05 -0.000147538 -3.92674e-05 0.000172739
internal_weight=0 0.0090955 0.00643264 0.00520097 0.0041647 0.00313379 0.00266286
internal_count=3910 3571 3036 2604 2334 1367 535
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=8
num_cat=0
split_feature=15 2 40 16 2 13 1
split_gain=4.20078e-05 4.18257e-05 9.1419e-05 8.33869e-05 6.59716e-05 4.55352e-05 3.38444e-05
threshold=-0.26361999999999991 0.10946500000000002 -1.0000000180025095e-35 -0.13863999999999996 0.094010000000000024 -0.032264999999999995 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 -7
right_child=1 3 4 -5 -6 6 -8
leaf_value=0.00033587609091735967 -0.00063608360475430616 -0.00023131571705713877 -0.00016931175604598003 0.00048846783018867206 -0.00037387736907955939 0.00050687604473220087 6.0368516780242834e-05
leaf_weight=0.0012314932784380185 0.0011379619249374268 0.0011167020921465255 0.0015274267360883983 0.0013878762005816456 0.0015444284148054595 0.0011601670839427316 0.0014920078626521557
leaf_count=302 220 165 1364 422 543 691 203
internal_value=0 -4.93376e-05 -0.000128497 0.000167542 -2.75867e-05 0.000100373 0.000255689
internal_weight=0 0.00936657 0.00686199 0.00250458 0.00572403 0.0041796 0.00265217
internal_count=3910 3608 3021 587 2801 2258 894
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=9
num_cat=0
split_feature=50 12 160 4 51 52 16 16
split_gain=2.50324e-05 4.07565e-05 4.27402e-05 5.7244e-05 7.27688e-05 3.80414e-05 2.81033e-05 4.35135e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 0.087825000000000014 -0.03614499999999999 -0.0084849999999999978 0.071660000000000015 -0.52908499999999992 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.00029435254200474057 -0.00029807325030832229 -0.00038186675194572473 -0.00028322314345190382 0.00067357748030639727 -0.00015335064011473082 0.00011243131207028488 0.00052520016911074946 -4.0195745502432543e-05
leaf_weight=0.0013147291783005199 0.0010233331028205199 0.0010683300295955586 0.001082626838771303 0.0012352003650927387 0.0010322003290017543 0.0013614378905502475 0.0010447659076773252 0.0010485723517795328
leaf_count=437 779 495 308 370 123 808 184 406
internal_value=0 2.52254e-05 7.85915e-05 0.000136276 0.00027066 -0.000104904 0.000111429 0.000241988
internal_weight=0 0.00918786 0.00787313 0.00679051 0.00436074 0.00242977 0.00312554 0.00209334
internal_count=3910 3131 2694 2386 1083 1303 713 590
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=7
num_cat=0
split_feature=4 151 0 3 47 12
split_gain=1.199e-05 2.56369e-05 4.2354e-05 1.81786e-05 2.65057e-05 2.77329e-05
threshold=0.28937500000000005 -0.051109999999999996 -0.15713499999999997 0.11476000000000001 0.084695000000000006 0.084100000000000022
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=0.010921588880952128 0.0073482335606826201 -0.023066698248904324 0.00072568488797520962 0.011231878913935405 0.0076700925667052243 -0.019155437107795492
leaf_weight=0.00131201172622909 0.0017789083806190771 0.0010223318628414246 0.00139409746893094 0.0010113369484181373 0.0013742080616843374 0.0014125839331362139
leaf_count=532 426 148 402 109 329 1964
internal_value=0 -0.00178036 -0.00446199 -0.000798785 -0.00370894 -0.00928035
internal_weight=0 0.00752657 0.00621456 0.00519223 0.00418089 0.00280668
internal_count=3910 3484 2952 2804 2695 2366
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=8
num_cat=0
split_feature=50 12 48 1 2 13 13
split_gain=6.39858e-05 6.33468e-05 5.12096e-05 0.000105291 4.60221e-05 9.38049e-05 4.46968e-05
threshold=0.082310000000000008 -0.036459999999999992 0.11028500000000001 0.11198000000000001 0.094010000000000024 -0.014729999999999998 -0.0024749999999999993
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=-0.00034053517747069194 -0.00047355719868137972 -9.7364928525463452e-05 -0.00030279069677281067 0.00056270424142271811 0.00021331953363466275 -0.00055037853033971325 0.00039685180063698199
leaf_weight=0.0013889462717158489 0.0010011198661356692 0.0011880992041696831 0.001006673086155826 0.0019236346880823017 0.001237153358029898 0.0012362898162163476 0.0017251389427627331
leaf_count=446 747 1184 130 270 350 376 407
internal_value=0 4.70916e-05 0.000111826 0.000168921 2.8297e-05 -0.000168396 0.000195297
internal_weight=0 0.00970594 0.00831699 0.00731032 0.00538668 0.00247344 0.00291324
internal_count=3910 3163 2717 2587 2317 726 1591
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=7
num_cat=0
split_feature=159 1 42 133 151 4
split_gain=1.2639e-05 2.20727e-05 3.05105e-05 5.27748e-05 5.7818e-05 8.84675e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.0057500000000000008
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=-0.010638833136426705 -0.02199424849549424 0.013980385670620252 -0.012704554046970566 0.023114175548702626 -0.010359431825905473 0.022226171291940378
leaf_weight=0.0010028210768176097 0.0010889305016339584 0.0011695475927147011 0.0016627639287053889 0.0010336369450923352 0.00182428317613781 0.0015335583225679753
leaf_count=633 235 298 1065 533 907 239
internal_value=0 0.00124557 -0.00083949 0.00276039 -0.00197078 0.00452272
internal_weight=0 0.00831272 0.00714317 0.00548041 0.00444677 0.00335784
internal_count=3910 3277 2979 1914 1381 1146
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=8
num_cat=0
split_feature=133 12 51 48 12 4 16
split_gain=1.46945e-05 3.08461e-05 3.29767e-05 5.40061e-05 3.90539e-05 5.58106e-05 5.47484e-05
threshold=0.08845500000000002 -0.036459999999999992 0.08955500000000001 0.087035000000000015 0.051320000000000005 0.15045000000000003 -0.013279999999999998
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=-0.014625019773202456 -0.011473606555996871 0.0051896456836479053 -0.01164301902010588 -0.013468164036684807 -0.0081736779107030033 0.020928066447906891 0.036764386709299657
leaf_weight=0.0010546040662539015 0.00100113164568891 0.0010937783038747389 0.0011759778748990221 0.0010929903339395447 0.0016881328466386166 0.0010809581430483964 0.0011028619104283899
leaf_count=391 897 173 363 262 1515 143 166
internal_value=0 0.00135239 0.00368142 0.00665584 0.0110853 0.00318664 0.0210423
internal_weight=0 0.0082893 0.0072347 0.00605872 0.00496573 0.00276909 0.00219664
internal_count=3910 3013 2622 2259 1997 1658 339
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=1.5739e-05 3.53662e-05 3.609e-05 4.71873e-05 6.17029e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.010441368522612557 -0.010801124286323465 0.019930644881486759 0.021974006368332192 -0.012113389470267258 -0.0068865162080187633
leaf_weight=0.0012539862986639628 0.0017851372946363084 0.0019821552482049117 0.001059891180383161 0.0016696438396044135 0.0015128159747591174
leaf_count=1060 1040 502 642 332 334
internal_value=0 0.00160695 0.00516549 0.00171601 0.0083227
internal_weight=0 0.00800964 0.00622451 0.00516462 0.00349497
internal_count=3910 2850 1810 1168 836
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=8
num_cat=0
split_feature=151 48 51 2 2 2 12
split_gain=2.83991e-05 3.68593e-05 6.6497e-05 6.46016e-05 6.67728e-05 4.15346e-05 6.87334e-05
threshold=-0.086769999999999986 0.093225000000000016 0.083165000000000017 0.11260500000000001 0.10113500000000002 0.086875000000000022 0.097345000000000015
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=0.0003106557499866642 -0.00034732254101579039 0.0002445430344193065 -0.00053588891904546147 0.00043813517256230579 -0.00054245193563738929 0.00027457917770332406 0.00026654738142650996
leaf_weight=0.0010135718061784855 0.001944823882353511 0.0015139656657409207 0.0011024433131191997 0.0010197433151851176 0.001056352971454462 0.0014793707915380784 0.0010966924805223969
leaf_count=339 1220 352 393 400 275 774 157
internal_value=0 -3.5139e-05 -9.01338e-05 -1.56422e-05 -9.8611e-05 5.09717e-06 -0.000125977
internal_weight=0 0.00921339 0.00769943 0.00659698 0.00557724 0.00452089 0.00304152
internal_count=3910 3571 3219 2826 2426 2151 1377
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=7
num_cat=0
split_feature=42 43 0 457 13 15
split_gain=1.28447e-05 3.21878e-05 5.49125e-05 3.58138e-05 3.37342e-05 3.27354e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.06402999999999999 0.041935000000000007 -0.10939499999999998 -0.021529999999999997
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=-0.0094268186868493951 -0.001863732909288625 0.0045937518939629376 0.028952110188377678 0.013505873318986332 -0.0052784783293739522 -0.027699288960442148
leaf_weight=0.0012551478301679507 0.0013594622770411236 0.0016933403151718897 0.0010062981419406846 0.0011034113541013042 0.0018354308386119228 0.0010092907564242235
leaf_count=1060 1071 293 262 156 299 769
internal_value=0 0.00145333 0.0112441 -0.00265243 -0.00658125 -0.0132333
internal_weight=0 0.00800723 0.00236576 0.00564147 0.00453806 0.00284472
internal_count=3910 2850 1333 1517 1361 1068
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=8
num_cat=0
split_feature=150 150 151 4 15 133 1
split_gain=1.89798e-05 5.55141e-05 6.5589e-05 7.89245e-05 5.19552e-05 3.11503e-05 6.43089e-05
threshold=0.11398500000000002 0.08486500000000001 -1.0000000180025095e-35 0.40359500000000004 -0.075094999999999981 1.0000000180025095e-35 0.079945000000000016
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=-0.00046924821933994651 -0.00025871786168268332 0.00043396457230922145 -0.00040058087561423958 0.00052337920411775691 0.00041515553444547166 -0.00023943936907791687 -0.00011855442531851175
leaf_weight=0.0011374322214593125 0.0010152748972752793 0.001114914065530226 0.0012803677977522897 0.001089202105367967 0.0016682768871150507 0.0011128115625119849 0.0018094549569104043
leaf_count=412 161 292 680 290 701 736 638
internal_value=0 2.37607e-05 -3.27184e-05 3.862e-05 -5.13151e-05 4.61001e-05 0.000137468
internal_weight=0 0.00921246 0.00809755 0.00696011 0.00587091 0.00459054 0.00347773
internal_count=3910 3749 3457 3045 2755 2075 1339
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=9
num_cat=0
split_feature=124 484 160 2 0 16 1 16
split_gain=1.94773e-05 2.57058e-05 7.80315e-05 5.46847e-05 0.000116494 5.38999e-05 8.52165e-05 4.60211e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.15168999999999996 0.089455000000000021 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -5
right_child=1 -3 3 7 -6 6 -8 -9
leaf_value=0.00025702035276102601 -0.00057038515192560704 0.00026451117174602576 0.00038177548891943087 -2.4330858190224667e-05 -0.00066598721207362325 0.00029484581294657948 -0.00042265368021220546 0.00056149339732780633
leaf_weight=0.0010186837176522833 0.0010287076765767541 0.001019483157217122 0.0013007786867333679 0.0010051715373079384 0.001102244836749245 0.001134578875693153 0.0014494461449618718 0.001058457677559851
leaf_count=310 742 438 193 165 140 1180 425 317
internal_value=0 -2.88825e-05 -6.59039e-05 7.70094e-06 -0.00010338 5.62493e-05 -0.000107618 0.000276145
internal_weight=0 0.00909887 0.00807939 0.00705068 0.00498705 0.0038848 0.00258403 0.00206363
internal_count=3910 3600 3162 2420 1938 1798 1605 482
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=8
num_cat=0
split_feature=133 49 16 43 12 3 3
split_gain=1.16753e-05 2.77265e-05 3.21173e-05 3.18813e-05 3.92136e-05 3.48057e-05 3.36484e-05
threshold=0.08845500000000002 -0.006494999999999999 -0.092014999999999986 -0.019509999999999996 0.080120000000000011 0.094625000000000015 -0.078669999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.0023910137650249496 -0.01021885473720714 0.0021429857464184731 -0.019953187103102569 0.018939001710268924 -0.0170317488629768 -0.0046932242160216634 0.027405069204828103
leaf_weight=0.0014843588808405967 0.0010016877398925346 0.001045151406969987 0.0011353207716758137 0.0011478703762370385 0.0010337968102056005 0.0013635285644632046 0.0010640618504304737
leaf_count=183 897 596 469 206 971 240 348
internal_value=0 0.00121211 -0.00729255 0.0051523 -0.000639512 0.00610822 0.0148873
internal_weight=0 0.00827409 0.00261968 0.00565441 0.0035452 0.0025114 0.00210921
internal_count=3910 3013 652 2361 1417 446 944
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=7
num_cat=0
split_feature=49 15 12 52 16 15
split_gain=1.27871e-05 3.14338e-05 2.4223e-05 5.08893e-05 6.79743e-05 9.42683e-05
threshold=-0.029304999999999998 -0.040439999999999997 0.095295000000000019 0.10062000000000001 0.064860000000000015 -0.008624999999999999
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=0.015955459934677101 -0.011380260317735725 -0.0068788450767484927 -0.012892566550293342 0.019348773398884661 -0.026451385908523528 0.024952222970190875
leaf_weight=0.0014048916255859037 0.0017560934230434957 0.0010560322720979266 0.001628100155470354 0.0011788652733001415 0.0010281796311159309 0.0012035642978426157
leaf_count=301 751 258 785 482 385 948
internal_value=0 0.0061568 -0.00225625 0.0010954 -0.00430057 0.00339458
internal_weight=0 0.00246092 0.0067948 0.0051667 0.00398784 0.00295966
internal_count=3910 559 3351 2566 2084 1699
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=8
num_cat=0
split_feature=151 4 1 1 0 13 47
split_gain=2.60585e-05 5.16224e-05 6.30048e-05 4.90058e-05 5.66351e-05 4.51198e-05 2.70306e-05
threshold=-0.086769999999999986 0.24280000000000004 0.11198000000000001 0.089175000000000018 -0.13506999999999997 -0.028919999999999998 0.092255000000000018
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=0.0002894746817532248 -0.00019716286532207915 -0.00016125717720478678 0.00047531624268928359 -0.00067541119704613744 -0.00034212534037365258 0.00023758947406979733 9.9741893246702563e-05
leaf_weight=0.0010484150383907155 0.0017554673718254425 0.0010318444059592526 0.001420984860046654 0.0010481536764285456 0.0010523727896463693 0.001923352348051004 0.0010769941443397636
leaf_count=339 1225 170 325 142 586 937 186
internal_value=0 -3.65958e-05 0.000207526 -0.000123929 -0.000302298 3.01334e-05 -0.000118637
internal_weight=0 0.00930917 0.00245283 0.00685634 0.00317752 0.00367882 0.00212937
internal_count=3910 3571 495 3076 914 2162 772
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=8
num_cat=0
split_feature=124 42 160 160 16 4 16
split_gain=2.55124e-05 2.29737e-05 4.69465e-05 4.76865e-05 5.65982e-05 9.19478e-05 4.36547e-05
threshold=-0.061329999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.52908499999999992 0.074650000000000008 -0.055679999999999993
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=0.00029001344184698163 -0.00030621063924882039 -0.00027829746385834046 -0.00022834170545019231 -0.00027436647126415564 0.00037947627598699499 0.00073329715680368706 -9.5076438004229968e-05
leaf_weight=0.0010636444924593926 0.0010333648964175176 0.0017915524559722253 0.0011555262373395504 0.0012019909236830354 0.0012087341245046385 0.0011562941542277421 0.0019437944867979342
leaf_count=310 983 980 116 299 525 175 522
internal_value=0 -3.02245e-05 3.49481e-06 7.92254e-05 0.000157005 0.000260346 8.68753e-05
internal_weight=0 0.00949126 0.00845789 0.00666634 0.00546435 0.00430882 0.00315253
internal_count=3910 3600 2617 1637 1338 1222 1047
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=6
num_cat=0
split_feature=52 160 1 2 16
split_gain=1.21959e-05 4.02283e-05 3.34672e-05 2.43908e-05 8.91842e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.10593500000000002 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0035246223714817324 -0.02043608724889534 0.01230976205590653 0.017366766779633388 0.011288827603076266 -0.019843458339745306
leaf_weight=0.0018769086216769847 0.0010506301251434827 0.0017371520153511111 0.0012964730314533267 0.0015972419455149659 0.0017136408114312896
leaf_count=851 924 265 339 315 1216
internal_value=0 -0.00263343 0.00501048 0.00107177 -0.00365731
internal_weight=0 0.00609866 0.00317338 0.00504803 0.00345079
internal_count=3910 2720 1190 1796 1481
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=8
num_cat=0
split_feature=42 51 12 12 1 3 16
split_gain=1.14601e-05 2.74418e-05 3.89271e-05 3.69838e-05 5.58955e-05 5.06764e-05 4.47398e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.090585000000000013 0.094385000000000011 0.11265500000000002 -0.077034999999999978
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=-0.0088984273225622204 -0.012717677267110941 0.0061045136707072335 -0.012418889754248126 0.024556632370558093 0.029604560282002642 0.00081621786715524523 -0.022997570049765246
leaf_weight=0.0012554810917366566 0.001177721217542194 0.0010566886900836045 0.0012144395836464197 0.001019488860241476 0.0011071007178811839 0.0013658353369001425 0.0010563411078800982
leaf_count=1060 521 447 274 458 347 242 561
internal_value=0 0.00137825 0.00381246 0.00732903 0.00349923 0.0137044 -0.00844413
internal_weight=0 0.00799762 0.00681989 0.00560545 0.00458597 0.00247294 0.00211303
internal_count=3910 2850 2329 2055 1597 589 1008
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=7
num_cat=0
split_feature=3 160 49 49 0 2
split_gain=1.22018e-05 1.81022e-05 3.35124e-05 4.34008e-05 5.22209e-05 9.37478e-05
threshold=-0.15464999999999998 0.041025000000000006 -0.006494999999999999 1.0000000180025095e-35 -0.032484999999999993 0.081110000000000015
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=0.010367986548459536 -0.012503078810651339 -0.010665094114968255 -0.0023020994461582854 -0.012952741574977365 -0.0066077019200682825 0.034882091092425606
leaf_weight=0.0010084818773110288 0.0014261796746051899 0.0016460467348741441 0.0012723693969393822 0.0010845016415226292 0.0013387325854909687 0.0014515025664514842
leaf_count=259 475 587 611 646 188 1144
internal_value=0 -0.00128694 0.00106149 0.00482001 0.0095644 0.0175127
internal_weight=0 0.00821933 0.00657329 0.00514711 0.0040626 0.00272387
internal_count=3910 3651 3064 2589 1943 1755
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=8
num_cat=0
split_feature=376 12 4 3 4 151 4
split_gain=1.75786e-05 3.43193e-05 3.38599e-05 5.42043e-05 4.6416e-05 6.36087e-05 5.46625e-05
threshold=0.048375000000000008 -0.0089849999999999982 -0.0037349999999999992 -0.115685 0.41171000000000008 -0.0074049999999999993 0.074650000000000008
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=-0.00036857153150604446 0.00023264991620337164 0.00018567936402764663 0.00063794243763061812 -0.00034156049213295941 -0.00016946776981446575 -0.0002727783445598501 0.00035358780677246713
leaf_weight=0.0010215583385441785 0.0010969056972886812 0.001204217156669813 0.0010835029558690277 0.0019861581611888939 0.0014718663668794926 0.001023000768098171 0.0011244477053301257
leaf_count=354 206 281 169 2021 171 481 227
internal_value=0 -3.03985e-05 1.33688e-05 -0.000142552 0.000119145 0.000250623 5.51997e-05
internal_weight=0 0.00891475 0.00789319 0.00319038 0.00470282 0.00323095 0.00214745
internal_count=3910 3704 3350 2302 1048 877 708
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=1.15604e-05 3.09068e-05 4.60327e-05 5.8122e-05 4.28746e-05 3.44604e-05 8.53329e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.090325000000000003 0.113945
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=0.018656185965574817 0.010038978903984037 -0.017500743941447891 -0.015838545528189665 -0.023240913945359057 0.018328591589054841 0.02293539426008142 -0.016112900993720657
leaf_weight=0.0012318141317779856 0.0010183048542035085 0.0010250525427440956 0.0013682351980876684 0.0011081475933911299 0.0012235328773129179 0.0011725463308516688 0.0010706596222205104
leaf_count=320 206 401 976 337 1374 139 157
internal_value=0 -0.0012581 0.00106241 -0.0025842 0.0021502 -0.00333093 0.00429804
internal_weight=0 0.00819999 0.00717494 0.00594312 0.00483497 0.00361144 0.00224321
internal_count=3910 3704 3303 2983 2646 1272 296
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=7
num_cat=0
split_feature=3 39 3 0 15 16
split_gain=1.20973e-05 2.70433e-05 3.93927e-05 5.31212e-05 3.56768e-05 3.31872e-05
threshold=0.13772500000000001 0.005105000000000001 -0.10628499999999998 -0.10131499999999999 -1.0000000180025095e-35 -0.073459999999999984
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=0.018621835989798653 0.0087460833085947036 0.011290262368673105 -0.010609881777878569 -0.025437237437574475 -0.005938600884203101 0.012339559160522798
leaf_weight=0.0011574136243009015 0.0013468588420479126 0.0013630497128170587 0.0016206818656392377 0.0014604316058073582 0.0012095114264438929 0.0010309643262442398
leaf_count=180 239 424 264 2375 305 123
internal_value=0 -0.00151279 -0.00420629 -0.0101221 0.00607132 -0.0016871
internal_weight=0 0.00784205 0.006479 0.00411208 0.00236693 0.00265165
internal_count=3910 3671 3247 2762 485 387
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=7
num_cat=0
split_feature=52 160 3 3 16 4
split_gain=1.08385e-05 3.66812e-05 3.05906e-05 3.24125e-05 7.96313e-05 2.87298e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.13309499999999996 0.090325000000000003 -0.114825 -0.0040999999999999986
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=-0.0059685630992549442 -0.019572820302916946 -0.012900696634276308 0.031318567389613111 -0.0052959636908236256 -0.0069519327605845633 0.013281262939029717
leaf_weight=0.0013920405158525757 0.00104019370098931 0.0011923753456534944 0.0011612484868324885 0.0016116255373557114 0.0010223663860358971 0.0017500098232353448
leaf_count=795 924 144 271 194 1187 395
internal_value=0 -0.0024911 0.00107138 0.00546108 0.0134004 0.0047529
internal_weight=0 0.00602781 0.00498762 0.00379524 0.00218361 0.00314205
internal_count=3910 2720 1796 1652 1458 1190
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=8
num_cat=0
split_feature=3 160 49 52 12 0 0
split_gain=2.31279e-05 3.79142e-05 6.54914e-05 7.68496e-05 9.82475e-05 5.476e-05 5.42101e-05
threshold=0.13772500000000001 -0.081069999999999989 -0.081419999999999979 -0.07125999999999999 0.091555000000000011 -0.15137999999999999 -0.061994999999999995
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=0.00026747245883805581 0.00021535060344865615 0.00029458085850239218 -0.00054079681098156236 0.00046631784305389948 -0.00050553699486945213 -0.00038241771650453763 0.00025986563907273063
leaf_weight=0.0012632656530581279 0.0015154586798675597 0.0013339743337509027 0.0016912505939947033 0.0011931788502791813 0.0013002506548195525 0.0010172439387338477 0.0010037551498643096
leaf_count=775 239 228 760 144 680 959 125
internal_value=0 -4.6901e-05 -9.95741e-05 -0.000184302 -5.07473e-05 0.000133232 -6.34194e-05
internal_weight=0 0.00880292 0.00753965 0.00620568 0.00451443 0.00321418 0.002021
internal_count=3910 3671 2896 2668 1908 1228 1084
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=1.20164e-05 4.35415e-05 4.12281e-05 6.20065e-05 3.28633e-05 1.87304e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.084380000000000024
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=-0.020351245891716479 0.016324963808624627 -0.022630212369826576 0.015867874304097761 0.0123109494618092 -1.6932197552296356e-05 -0.0014029931348123735
leaf_weight=0.0011044544010013115 0.0010209791424293339 0.0015107368952215943 0.0014535116001072792 0.00152973635494206 0.0011184495052677201 0.0014317033455850947
leaf_count=597 247 263 408 1441 755 199
internal_value=0 -0.00220156 0.00137007 -0.00369681 -0.0130106 0.00597663
internal_weight=0 0.00671689 0.00561243 0.00415892 0.00262919 0.00245268
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=8
num_cat=0
split_feature=3 2 2 457 12 2 12
split_gain=1.95534e-05 2.64873e-05 5.05812e-05 3.30756e-05 3.88209e-05 7.54442e-05 4.14451e-05
threshold=0.13772500000000001 0.11542500000000001 0.10796500000000002 0.084485000000000018 0.051320000000000005 0.083795000000000022 0.093125000000000013
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=0.00058967666351317206 0.00020874501947974725 0.0002397760959146104 -0.00046964866488196548 -0.00031963461769746702 -0.00035282919992572678 -0.00012799299963968448 0.00011657056200639756
leaf_weight=0.0011825231134892367 0.0014887819059237655 0.0011661425372793957 0.0010828785884642537 0.0010997229519291848 0.0013136455149986913 0.0010752380082777167 0.0016089129594845531
leaf_count=202 239 419 218 217 1623 261 731
internal_value=0 -3.479e-05 -7.82759e-05 -1.07908e-05 5.47732e-05 0.000247893 -9.44175e-05
internal_weight=0 0.00852906 0.00736292 0.00628004 0.00518032 0.00225776 0.00292256
internal_count=3910 3671 3252 3034 2817 463 2354
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=8
num_cat=0
split_feature=47 52 47 3 150 4 12
split_gain=2.16059e-05 3.97956e-05 3.10733e-05 4.58317e-05 0.000114833 4.91267e-05 2.12629e-05
threshold=0.11669500000000001 0.11401500000000002 0.092255000000000018 0.094625000000000015 0.087235000000000021 -0.0077799999999999996 0.080120000000000011
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=7.5275330526424129e-05 -0.00026719400142047106 -0.00031914645679370364 0.00039642838428760065 0.00028476794720601182 -0.00064890290653152956 0.0003645962014788737 -0.00030429379440064994
leaf_weight=0.0012857778427001563 0.0010408563582711009 0.0010929733827690262 0.0010368647956996695 0.0019613739904271359 0.0010368947439654387 0.0014916936694453716 0.0010156022965134947
leaf_count=199 179 606 199 296 256 737 1438
internal_value=0 3.13331e-05 8.0267e-05 3.19972e-05 -7.0649e-05 8.74256e-05 -9.22291e-05
internal_weight=0 0.00892118 0.00782821 0.00679134 0.00482997 0.00379307 0.00230138
internal_count=3910 3731 3125 2926 2630 2374 1637
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=8
num_cat=0
split_feature=3 2 2 150 52 47 16
split_gain=1.30733e-05 2.39319e-05 4.18514e-05 2.88078e-05 4.29665e-05 4.01981e-05 3.08876e-05
threshold=0.13772500000000001 0.11542500000000001 0.10796500000000002 0.087235000000000021 0.084240000000000023 0.077065000000000008 -0.016294999999999994
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=0.029155605153487175 0.0090819252154489914 0.012287785163545917 -0.022650817244640686 -0.015666664815176975 -0.013714943370710254 -0.0067963836590417262 0.0060372844965006838
leaf_weight=0.0010013255848304791 0.0013487681577826769 0.001074107700404248 0.0010012619316749983 0.001028435602575253 0.0011814519992740177 0.0011773823438264224 0.0013667710142098036
leaf_count=768 239 419 218 261 1017 301 687
internal_value=0 -0.00157748 -0.00378165 -0.000498979 0.00280105 0.00830463 0.0158126
internal_weight=0 0.00783074 0.00675663 0.00575537 0.00472693 0.00354548 0.0023681
internal_count=3910 3671 3252 3034 2773 1756 1455
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=9
num_cat=0
split_feature=124 484 160 2 0 16 4 4
split_gain=2.52925e-05 2.69191e-05 6.87488e-05 5.31567e-05 9.62505e-05 7.38418e-05 6.33613e-05 9.14836e-05
threshold=-0.061329999999999989 0.084225000000000008 -1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.16268499999999997 0.15045000000000003 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=0.00028265971428661894 -0.00054855224032466479 0.00025408400732244518 0.00023368551113874686 -0.00013929004538155735 -0.00062922729075691583 0.00058779805618806825 0.00041321305946495071 -0.00046403090776374578
leaf_weight=0.001042784031094794 0.001039216949788326 0.0010670118251868881 0.0013797490977519246 0.0010061339118837968 0.0011099282490863553 0.0011517592780229057 0.0011447370398273322 0.0015167808763106674
leaf_count=310 742 438 1327 163 140 319 159 312
internal_value=0 -3.91786e-05 -7.66611e-05 -9.56689e-06 -0.000117795 0.000248788 2.26697e-05 -0.000131677
internal_weight=0 0.00941532 0.00834831 0.00730909 0.0051512 0.00215789 0.00404127 0.00289653
internal_count=3910 3600 3162 2420 1938 482 1798 1639
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=7
num_cat=0
split_feature=15 42 43 3 15 47
split_gain=1.43055e-05 3.42732e-05 4.28799e-05 3.92341e-05 4.33463e-05 3.91387e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 -0.10628499999999998 -0.017214999999999998 0.077735000000000012
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=0.021552731589899385 -0.010545260845635861 -0.022739232062472661 0.0047780532432185304 0.0041041950002323529 0.014157409008748088 -0.019311269587223248
leaf_weight=0.001210938638078903 0.00113127904952746 0.0011311520051662453 0.0011340297546475905 0.0016433305531937405 0.001668193148823164 0.0012620605236774878
leaf_count=240 1436 679 505 564 232 254
internal_value=0 0.00146413 -0.00896311 0.00554737 0.00130966 -0.00606715
internal_weight=0 0.0080497 0.00226518 0.00578452 0.00457358 0.00290539
internal_count=3910 2474 1184 1290 1050 818
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=8
num_cat=0
split_feature=49 2 2 3 0 0 16
split_gain=1.2775e-05 3.25034e-05 3.79155e-05 5.21483e-05 3.63844e-05 4.71767e-05 1.51708e-05
threshold=0.093425000000000022 0.114165 0.10393500000000001 0.090325000000000003 -0.073129999999999987 0.0059850000000000016 -0.083564999999999987
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=-0.0064139808854528305 0.010216370812120994 0.013829670739275896 -0.019246212351762767 0.019097269457858584 0.017480876004593301 -0.011665038986605517 -0.022917241157972935
leaf_weight=0.0011761527099396103 0.0010770096770052343 0.0011973199110860916 0.0013217998682197576 0.0011000352498969938 0.0011853266514030591 0.0010449395643369573 0.0010581467792218292
leaf_count=763 541 427 296 161 312 148 1262
internal_value=0 -0.00137755 -0.00402159 -0.000405181 -0.00521044 0.00382523 -0.0142298
internal_weight=0 0.00808372 0.0068864 0.0055646 0.00446457 0.00223027 0.0022343
internal_count=3910 3369 2942 2646 2485 460 2025
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=7
num_cat=0
split_feature=15 42 2 13 52 43
split_gain=1.21925e-05 2.79781e-05 3.53686e-05 4.39687e-05 4.71211e-05 3.33233e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.086245000000000002 -0.0038299999999999996 -0.010284999999999997 -0.079109999999999986
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=0.016748540966438991 -0.009751701829332585 -0.020268676581631024 0.014834594468555427 -0.022630783883245173 0.0041654958081046283 0.0040471605510230537
leaf_weight=0.0017846573599050826 0.0011270855247886959 0.0011249907273921229 0.0013058893299916041 0.0011669491053387414 0.0014995127393000955 0.0011294094079208265
leaf_count=339 1436 679 336 351 264 505
internal_value=0 0.00135667 0.00505471 -0.00019898 -0.00756162 -0.00808693
internal_weight=0 0.00801141 0.00575701 0.00397235 0.00266646 0.0022544
internal_count=3910 2474 1290 951 615 1184
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=7
num_cat=0
split_feature=160 42 160 0 42 15
split_gain=2.4603e-05 4.28421e-05 4.32599e-05 5.01253e-05 5.62481e-05 7.12784e-05
threshold=0.091575000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15517999999999996 0.085330000000000003 -0.07142999999999998
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=-0.00029210478842449383 -0.00029350219484347909 -0.00016648518223953159 -0.00014128073790222424 0.00081153700330815202 -3.036655433706661e-05 0.00018855152483070704
leaf_weight=0.0013619352691676577 0.0010015339251327063 0.0020003671617366756 0.001531131219855035 0.0011434663045430664 0.001581961934559244 0.0018460004141799987
leaf_count=975 369 1040 171 205 807 343
internal_value=0 2.96691e-05 8.37527e-05 0.000165779 0.000268623 0.000426842
internal_weight=0 0.00946486 0.00810293 0.00610256 0.00457143 0.00298947
internal_count=3910 3541 2566 1526 1355 548
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=8
num_cat=0
split_feature=47 52 47 157 15 2 2
split_gain=2.31864e-05 3.32356e-05 3.47985e-05 4.60551e-05 7.5436e-05 7.96791e-05 4.81353e-05
threshold=0.11669500000000001 0.11401500000000002 0.092255000000000018 -0.062769999999999979 -0.095799999999999982 0.086875000000000022 0.10113500000000002
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=0.00040222321600893632 -0.00027193611302502371 -0.00028422913655932135 0.00040366863192573449 -0.00044538713807491765 -0.00032206341163139491 0.00048084556848453417 1.0348849759692114e-06
leaf_weight=0.0010531202330483005 0.0010890621843947764 0.0011303817306949739 0.0010723755889596827 0.0013745039405953794 0.0013454703850504235 0.001643674059234083 0.001573324797901882
leaf_count=479 179 606 199 418 972 604 453
internal_value=0 3.06385e-05 7.47838e-05 2.43284e-05 -4.27038e-05 7.86098e-05 0.000246186
internal_weight=0 0.00919285 0.00806247 0.00699009 0.00593697 0.00456247 0.003217
internal_count=3910 3731 3125 2926 2447 2029 1057
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=8
num_cat=0
split_feature=2 0 4 0 3 1 1
split_gain=1.79755e-05 5.11221e-05 3.74032e-05 3.34736e-05 4.55028e-05 3.60226e-05 2.24278e-05
threshold=0.10946500000000002 0.12346000000000001 0.028075000000000006 -0.06402999999999999 0.086245000000000016 0.094385000000000011 0.11235500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.00044538843815084027 0.00040714592207724299 -0.00046435078760463075 -4.4813936812798694e-05 0.00042490127975856027 0.00020367459930728356 1.4244996312129201e-05 1.0810777095573625e-05
leaf_weight=0.0014700059898035435 0.0011262584896807458 0.0010117823342533222 0.0018776816517427114 0.0010080690671722392 0.0013326310482115952 0.001183224674955217 0.0010034251882270258
leaf_count=2176 325 111 442 208 155 357 136
internal_value=0 -5.66532e-05 0.000124638 1.21274e-05 -9.19363e-05 -0.000240412 0.000218334
internal_weight=0 0.00700914 0.00300394 0.00599736 0.00398586 0.00265323 0.00201149
internal_count=3910 3143 767 3032 2688 2533 344
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=7
num_cat=0
split_feature=42 43 4 16 1 4
split_gain=1.33765e-05 3.36351e-05 2.81978e-05 2.9509e-05 4.17913e-05 8.4883e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 0.11215000000000001 0.0051950000000000008
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=-0.0096199055517916018 0.015916171753585871 -0.016074165885069783 -0.017267945351708992 0.013300011237421628 -0.017954021481751962 0.018893696425947664
leaf_weight=0.0012523361272026414 0.0013442474811024702 0.0010974814881136328 0.0011024517248902209 0.001525921063725919 0.0012774329701398107 0.001578581523609945
leaf_count=1060 581 246 812 599 291 321
internal_value=0 0.00150162 -0.00144233 0.00148565 -0.00306859 0.00402388
internal_weight=0 0.00792612 0.00658187 0.00548439 0.00395847 0.00268103
internal_count=3910 2850 2269 2023 1424 1133
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=8
num_cat=0
split_feature=14 15 160 13 13 150 0
split_gain=2.01737e-05 5.63452e-05 4.68079e-05 3.71417e-05 7.04281e-05 3.84199e-05 2.8672e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 -0.026849999999999995 -0.083514999999999992 0.076210000000000014 0.075065000000000007 -0.083564999999999987
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=-0.00026818145121383494 0.00044894060023612062 0.00029024672133654174 0.00035023899807806502 -0.00054877700878278902 0.00015114838478595663 -9.9087574467658456e-05 -0.00010671326639695339
leaf_weight=0.0010076072469979254 0.0010611131469059872 0.0014290262156807856 0.001019518186826466 0.0018467568131060067 0.0014722487770762365 0.0012084146123215898 0.0010948890367700897
leaf_count=196 365 873 462 1333 306 182 193
internal_value=0 2.41694e-05 -3.16773e-05 -0.000100941 -0.000201145 -0.000370911 0.000113619
internal_weight=0 0.00913197 0.00807085 0.00664183 0.00452742 0.00305517 0.00211441
internal_count=3910 3714 3349 2476 1821 1515 655
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 1
split_gain=2.14468e-05 3.31183e-05 6.02499e-05 3.68932e-05 3.59132e-05 3.55163e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.106285 -0.032484999999999993 0.089175000000000018
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=0.00020930680562172006 0.00018358346793273449 -0.00039635452402513651 0.00033315604932739252 0.00031276520994125004 -0.00034498332760373623 -0.00018632263656305067
leaf_weight=0.0015638665855362251 0.001928284234534952 0.0019530610175975665 0.0010107099511778707 0.0011863094229686488 0.0012957166311163048 0.001013300994983595
leaf_count=558 426 539 1330 410 193 454
internal_value=0 -4.67181e-05 -0.000108706 1.59694e-05 -9.0091e-05 7.30842e-05
internal_weight=0 0.00802296 0.0064591 0.00450604 0.00331973 0.00202401
internal_count=3910 3484 2926 2387 1977 1784
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=9
num_cat=0
split_feature=50 12 133 49 13 3 52 1
split_gain=4.3083e-05 6.48514e-05 5.30816e-05 7.47207e-05 5.8567e-05 6.59832e-05 5.32822e-05 2.74151e-05
threshold=0.07992500000000001 -0.036459999999999992 1.0000000180025095e-35 -0.00064499999999999985 0.043015000000000005 0.086245000000000016 -0.0066199999999999991 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 7 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0003574416378360128 -0.00038920425559823782 -0.00040681100678147841 -0.00029075758333940255 -0.00027036708559015333 0.00071287806412043478 0.00050317049757233191 0.00017941265344942879 0.0001874631138879722
leaf_weight=0.0013690189282552232 0.001007655254996828 0.0011924246292899763 0.001127444223835353 0.0010028458702194317 0.0010821984581391368 0.0014941758387569198 0.0011919551700326455 0.0010085815652993799
leaf_count=443 755 226 905 839 249 148 162 183
internal_value=0 3.7264e-05 0.000103978 0.000167809 0.000314145 0.000191054 -0.000113757 -4.07992e-05
internal_weight=0 0.00946864 0.00809963 0.00697218 0.0045878 0.0035056 0.00238438 0.00201143
internal_count=3910 3155 2712 1807 1419 1170 388 1022
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 150 0 4
split_gain=2.55525e-05 3.40493e-05 7.45035e-05 9.67462e-05 6.04932e-05 3.89412e-05 7.29342e-05 2.44449e-05
threshold=0.10513500000000002 0.11401500000000002 -0.090744999999999978 0.099990000000000009 0.09252500000000001 0.086420000000000011 -0.068484999999999976 -1.0000000180025095e-35
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=-0.00011751115498183022 0.0002833499489702017 -0.00036175339089359948 0.00054365662268815885 0.00072038479743161447 -0.00053077596553189146 -0.00028091238862047052 -0.00024031081996620307 0.00011729088571738768
leaf_weight=0.0010077767814859002 0.0010733058548122376 0.0010900306057215802 0.0010541351063116467 0.0011170495159357971 0.0010537129034648932 0.0014755707661544353 0.0014386012482716488 0.0010145881015355231
leaf_count=311 366 570 1230 170 211 266 479 307
internal_value=0 -3.62597e-05 7.21281e-06 0.000322982 -0.000103935 -1.36724e-05 9.87585e-05 0.000334549
internal_weight=0 0.00925147 0.00816143 0.00212483 0.00603661 0.0049829 0.00350732 0.00206872
internal_count=3910 3544 2974 481 2493 2282 2016 1537
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=7
num_cat=0
split_feature=0 52 150 15 43 0
split_gain=2.09615e-05 5.86648e-05 4.76998e-05 6.8133e-05 4.49155e-05 3.90272e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.044024999999999988 -0.10783
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=-0.00043852106244445882 0.00046197690632837732 -0.0004253098984263328 0.00030875847380223964 0.00023383055261953688 -5.1938191882148818e-05 4.2837068677129728e-05
leaf_weight=0.0012590999592815176 0.001069666446482237 0.0018995822616353849 0.0016747252050177564 0.0017198780659971697 0.0016819433274324475 0.001070447773954157
leaf_count=597 181 319 408 1441 265 699
internal_value=0 -5.18057e-05 2.46973e-05 -7.67384e-05 0.000147842 -0.000256582
internal_weight=0 0.00762373 0.00636463 0.00468991 0.00275161 0.00297003
internal_count=3910 3464 2867 2459 446 1018
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=7
num_cat=0
split_feature=2 4 52 150 13 1
split_gain=1.22001e-05 3.58291e-05 3.30332e-05 4.47606e-05 2.83561e-05 5.01847e-05
threshold=0.10946500000000002 0.028075000000000006 0.084890000000000007 0.086420000000000011 -0.084084999999999979 0.088135000000000005
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=-0.0080171815882850873 0.02022922005868015 -0.003251455982268555 -0.015588337267020339 -0.017186588809265133 0.027710501331366228 0.00091795888793841113
leaf_weight=0.0010307141576166544 0.0010374698635685024 0.0017393449114635222 0.0014687692050067815 0.0010233013380105205 0.0011378907383870758 0.0018129768639554215
leaf_count=555 325 442 1032 254 678 624
internal_value=0 0.00552136 -0.0024021 0.00146762 0.00626192 0.0112495
internal_weight=0 0.00277681 0.00647365 0.00500488 0.00398158 0.00295087
internal_count=3910 767 3143 2111 1857 1302
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=7
num_cat=0
split_feature=0 4 4 1 4 49
split_gain=1.2056e-05 3.11977e-05 4.51157e-05 2.7952e-05 3.98932e-05 3.89291e-05
threshold=0.039665000000000006 -0.06272999999999998 -0.0010999999999999996 0.11198000000000001 0.24280000000000004 -0.027609999999999996
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=-0.01607735740563301 0.007362870757182071 0.018079451932584898 0.0045196488613816537 -0.0096951805703456156 0.01610285393782122 -0.020877854823490555
leaf_weight=0.0012679552630868928 0.0017842273958011169 0.0012536951239513197 0.0010152604033903778 0.001090038859969826 0.0013317310587421635 0.0014881470830992716
leaf_count=1332 315 954 194 141 324 650
internal_value=0 -0.00178914 0.00114292 -0.00316824 0.00449116 -0.0105779
internal_weight=0 0.00744683 0.00617887 0.00492518 0.00242177 0.00250341
internal_count=3910 3595 2263 1309 465 844
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=8
num_cat=0
split_feature=49 160 151 3 3 2 2
split_gain=1.18179e-05 3.00057e-05 4.03644e-05 4.32175e-05 6.23757e-05 5.25048e-05 2.71926e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.074204999999999979 -0.13309499999999996 -0.074234999999999982 0.087995000000000004 0.106285
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=0.011382807628141305 0.009768472220597603 0.013975148289959036 -0.025272530838767134 0.014529000314796585 -0.029301521287701117 0.0098558191938543198 -0.013140433141670847
leaf_weight=0.0015114018843042825 0.0010880713639000632 0.0010280476790182685 0.0011076383753109648 0.0013738270501212984 0.0010463759607811855 0.0010155665076249053 0.0010415864412077682
leaf_count=863 541 325 240 1279 252 144 266
internal_value=0 -0.00132925 -0.00423458 -0.0075865 -0.00321121 -0.0110642 -0.00178774
internal_weight=0 0.00812444 0.00661304 0.00558499 0.00447736 0.00310353 0.00205715
internal_count=3910 3369 2506 2181 1941 662 410
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=8
num_cat=0
split_feature=42 51 12 43 2 13 15
split_gain=2.41189e-05 4.76593e-05 5.70291e-05 5.85094e-05 6.11765e-05 3.73232e-05 3.57822e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 -0.083899999999999988 0.089910000000000004 -0.090744999999999978 -0.074174999999999977
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=-0.00024435633534739855 -0.00031535342418260157 0.00058530377508287279 -0.00027634897000791209 -0.00023874499816684913 0.0005129349533588728 0.00030803137861421832 -0.00016941687355818513
leaf_weight=0.0014266101766542234 0.001308331892483458 0.0010735224047030475 0.0013451585343257043 0.0015834819905272274 0.0011618708632014254 0.0012950057261225476 0.0011301769778906492
leaf_count=1060 521 418 274 892 228 226 291
internal_value=0 3.02739e-05 8.98578e-05 0.00016875 8.22636e-05 0.000223971 8.55323e-05
internal_weight=0 0.00889755 0.00758922 0.00624406 0.00517054 0.00358705 0.00242518
internal_count=3910 2850 2329 2055 1637 745 517
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=6
num_cat=0
split_feature=1 4 47 0 52
split_gain=1.22528e-05 4.40825e-05 2.17323e-05 4.11908e-05 8.25213e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0052447214007887112 -0.0052717803964009262 -0.020688035394938159 -0.0073632170959550243 -0.0071354055878769009 0.027109627324744395
leaf_weight=0.001551993707444924 0.0014419862673575303 0.0011347724343277288 0.0017108367285577639 0.0016350292578914943 0.0017326191094891412
leaf_count=422 251 1586 328 982 341
internal_value=0 -0.00570814 0.00231654 0.00575974 0.0124012
internal_weight=0 0.00268677 0.00652047 0.00480963 0.00317461
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=7
num_cat=0
split_feature=0 3 3 47 3 43
split_gain=1.13387e-05 3.69531e-05 3.099e-05 3.08099e-05 3.4059e-05 3.15064e-05
threshold=-0.060094999999999989 -0.086589999999999986 -0.115685 0.086425000000000016 0.094625000000000015 -0.028814999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3
right_child=2 3 -4 -5 -6 -7
leaf_value=-0.019395036441170656 0.015487653724137303 0.0098555983478551528 -0.0038884303479139329 -0.012701211939816548 0.017110897310408813 -0.015060509763297628
leaf_weight=0.0010786557125752501 0.0014708667901419635 0.0010086569436600732 0.0018811381835841983 0.0012064406015765668 0.0015208744667997822 0.0010214348266311556
leaf_count=843 223 946 483 309 239 867
internal_value=0 -0.00268378 0.00461384 0.00110519 0.00579592 -0.00268087
internal_weight=0 0.00583606 0.003352 0.00475741 0.00355097 0.00203009
internal_count=3910 3204 706 2361 2052 1813
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=7
num_cat=0
split_feature=1 4 15 151 15 16
split_gain=1.14314e-05 3.60389e-05 2.05328e-05 4.91162e-05 4.43583e-05 7.62883e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.044604999999999992 -0.038029999999999987 -0.072359999999999994
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=0.0043751587321506453 -0.012164163147804673 -0.01914197717590408 -0.010766285226986416 0.01698924007643 0.028043031342387281 -0.014784683250206286
leaf_weight=0.0015481480967547432 0.001316048592035146 0.0011252699542902648 0.0010220551055781252 0.001861397814670601 0.0010264328301510944 0.0012720261564463876
leaf_count=422 318 1586 571 408 306 299
internal_value=0 -0.00552345 0.00224519 0.00467373 0.0100007 0.00409049
internal_weight=0 0.00267342 0.00649796 0.00547591 0.00415986 0.00313342
internal_count=3910 2008 1902 1331 1013 707
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=7
num_cat=0
split_feature=52 160 1 12 4 16
split_gain=1.10866e-05 3.77713e-05 3.49147e-05 2.43829e-05 3.8107e-05 1.61597e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.099595000000000017 0.099370000000000014 -0.0031049999999999997 -0.50763499999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0046588660998635205 -0.019917910921431498 0.016839838024325697 0.01659460323185721 -0.011011202968770025 0.0050042564793738673 -0.012363288830986356
leaf_weight=0.001734544886634037 0.001034222854713056 0.0015929996387509223 0.0013942480851286403 0.0012495273964904657 0.0010837658328118971 0.0010594820755865436
leaf_count=742 924 977 448 281 203 335
internal_value=0 -0.0025262 0.00481207 0.00108144 0.00512563 -0.00358113
internal_weight=0 0.00602 0.00312879 0.00498577 0.00373625 0.00214325
internal_count=3910 2720 1190 1796 1515 538
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=7
num_cat=0
split_feature=42 51 43 42 2 4
split_gain=1.10472e-05 2.87151e-05 3.64448e-05 3.61061e-05 2.48797e-05 6.75641e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083899999999999988 1.0000000180025095e-35 0.113945 0.0057500000000000008
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=-0.0087466681881072043 -0.013166940273328038 0.01954862965539815 -0.0052279154688152614 -0.015026240750424056 -0.0076690362228120776 0.024138410594198422
leaf_weight=0.0012505246893789309 0.0011589854754933942 0.0012155206834211906 0.0015802343191165247 0.0011874514541011932 0.0011868182932891031 0.0015538261129839385
leaf_count=1060 521 488 228 1227 217 169
internal_value=0 0.00137036 0.00387615 0.000417709 0.00466197 0.00933152
internal_weight=0 0.00788284 0.00672385 0.00550833 0.00432088 0.00313406
internal_count=3910 2850 2329 1841 614 397
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=8
num_cat=0
split_feature=151 48 51 4 42 16 16
split_gain=2.20827e-05 3.10616e-05 8.23931e-05 3.97056e-05 4.90105e-05 3.83328e-05 5.20038e-05
threshold=-0.086249999999999979 0.093225000000000016 0.083165000000000017 0.28937500000000005 0.085545000000000024 0.15737500000000001 -0.014099999999999998
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=0.00026729698297818988 -5.8163276800703295e-05 0.00022349894210243966 -0.0005937372480342405 0.00035586312083359356 -0.00038348406215993092 -0.00026192728625681937 0.00048464382095361004
leaf_weight=0.0010411426294735316 0.0016425896018836684 0.0014923935476207238 0.0010558593420249805 0.0010026886900782028 0.0014065910153351147 0.0011290344575316767 0.001156253055192941
leaf_count=351 868 352 390 316 1043 271 319
internal_value=0 -3.45322e-05 -8.66197e-05 -2.12678e-06 -6.9416e-05 4.30532e-05 0.00016608
internal_weight=0 0.00888541 0.00739302 0.00633716 0.00533447 0.00392788 0.00279884
internal_count=3910 3559 3207 2817 2501 1458 1187
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=8
num_cat=0
split_feature=376 43 16 48 151 4 4
split_gain=2.94287e-05 3.33652e-05 4.14601e-05 3.50223e-05 5.38427e-05 6.48564e-05 8.00036e-05
threshold=0.048375000000000008 -0.18906999999999999 0.15737500000000001 0.092065000000000022 -0.016164999999999995 -0.0025899999999999994 0.27020000000000005
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=0.00027424317186329434 0.00029622700694251208 0.00042869754912398155 -0.00041610738609336196 -0.00027036775793699087 0.00026730701456904085 -0.00061188280215883264 0.00012019638569909743
leaf_weight=0.001135670960875153 0.0011284413490207637 0.001159354854266278 0.0012285895964115725 0.0016567095092067524 0.0014690385855794983 0.0011944668657121111 0.0011047256997477925
leaf_count=250 206 397 545 315 1483 461 253
internal_value=0 -3.97929e-05 -8.54408e-05 -2.37404e-05 5.91785e-05 -5.45098e-05 -0.00026013
internal_weight=0 0.00894856 0.00781289 0.0065843 0.00492759 0.00376823 0.00229919
internal_count=3910 3704 3454 2909 2594 2197 714
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=9
num_cat=0
split_feature=150 150 160 1 12 0 15 12
split_gain=1.98509e-05 4.57965e-05 6.32694e-05 6.21914e-05 4.88761e-05 6.0909e-05 4.74337e-05 2.50373e-05
threshold=0.11398500000000002 0.08486500000000001 0.041025000000000006 0.12864500000000004 0.098845000000000016 -0.072264999999999982 -0.015439999999999997 0.088325000000000015
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=-0.0003322133639937912 -0.00026870508873780708 0.00039367507562003553 -0.00048570278782363236 0.00045167290466264305 -0.00043075660704158802 7.6840747467823561e-05 0.00018636174818747916 0.00051186955881163409
leaf_weight=0.0018721667131811955 0.0010058963957691467 0.0011170929033320143 0.0010230131237189272 0.0011578603835795086 0.0010417598086023177 0.0010048223878838013 0.0010632992311829911 0.0010300512935019256
leaf_count=621 161 292 512 255 437 224 1160 248
internal_value=0 2.1244e-05 -2.95361e-05 3.555e-05 -4.45904e-05 3.63482e-05 -0.000144372 0.000297052
internal_weight=0 0.00931007 0.00819297 0.00716996 0.0060121 0.00497034 0.00293547 0.00203487
internal_count=3910 3749 3457 2945 2690 2253 1781 472
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=7
num_cat=0
split_feature=376 43 0 0 4 3
split_gain=1.19221e-05 2.85494e-05 6.04016e-05 3.49027e-05 2.65917e-05 3.25743e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 -0.071924999999999989 -0.0010999999999999996 0.092005000000000017
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=-0.0092378057142694561 0.010130846559483561 0.013705551075858005 0.021403628364066164 -0.01713939219196842 -0.018743121984372235 0.0034698251204811313
leaf_weight=0.0011874605856482634 0.0010270343598771077 0.0010312575310872053 0.0014039187063240358 0.0017288423222799622 0.0010740559822579921 0.0017132536005433293
leaf_count=1104 206 1051 313 614 388 234
internal_value=0 -0.00130295 0.00736265 -0.00535093 -1.37536e-05 -0.00508966
internal_weight=0 0.00813879 0.00259138 0.00554741 0.00381857 0.00278731
internal_count=3910 3704 1417 2287 1673 622
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=8
num_cat=0
split_feature=3 4 0 15 151 1 1
split_gain=1.80088e-05 2.77235e-05 3.75192e-05 7.01515e-05 3.84492e-05 8.04107e-05 4.95045e-05
threshold=0.13772500000000001 -0.34687499999999999 -0.060094999999999989 -0.017214999999999998 -0.0088999999999999982 0.094385000000000011 0.11097000000000001
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=-0.00033290042927258337 0.00019370813783828667 -0.00032567887653346678 -0.00013031694891359026 0.00059392070945625444 -0.00030712864961006408 0.00059321487820872298 -9.0384824721416861e-07
leaf_weight=0.0010817771616128289 0.001495645675972772 0.0017118256067605231 0.0010378025963486718 0.0010191781971027056 0.0015824339671034154 0.0010041304736122668 0.0011645822202908402
leaf_count=261 239 558 240 142 2022 245 203
internal_value=0 -3.9406e-05 2.81439e-06 0.000228523 -8.21721e-05 2.89516e-05 0.000274178
internal_weight=0 0.00860173 0.00751995 0.00205698 0.00546297 0.00375115 0.00216871
internal_count=3910 3671 3410 382 3028 2470 448
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=8
num_cat=0
split_feature=124 3 3 0 52 43 0
split_gain=2.48165e-05 3.5075e-05 3.65609e-05 7.94633e-05 4.19172e-05 2.85141e-05 1.55959e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.08348499999999999 -0.10131499999999999 -0.069134999999999988 -0.093039999999999984 0.0059850000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.00027960173036655406 -0.00016468007042249837 0.00024672466397565303 -0.00032636186898932755 -0.0005325336038749808 0.00016824536520622453 0.00038380686484379265 4.0667530405073333e-05
leaf_weight=0.0010405378175795876 0.001251989649841044 0.0013983701014723396 0.0010086803272070946 0.00174597786599834 0.0018989873651832371 0.0010131035211540544 0.0010239437994460964
leaf_count=310 434 206 97 1561 284 853 165
internal_value=0 -3.96292e-05 -9.0044e-05 -0.000201883 -3.33565e-06 6.81961e-05 0.000211324
internal_weight=0 0.00934105 0.00794268 0.00465365 0.00290767 0.00328904 0.00203705
internal_count=3910 3600 3394 1942 381 1452 1018
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=7
num_cat=0
split_feature=133 49 49 15 16 12
split_gain=1.08739e-05 2.86159e-05 3.43343e-05 2.07977e-05 6.51755e-05 5.16496e-05
threshold=0.088055000000000008 -0.006494999999999999 -0.081274999999999986 -0.038029999999999987 -0.055679999999999993 0.051320000000000005
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=0.0040976167767303893 -0.0098478773840453213 0.010937441663589367 -0.018959213463910829 0.025676533466580359 -0.019722299979588409 -0.0022986660950804431
leaf_weight=0.0012807405380631364 0.0010046577962863424 0.001848160551094304 0.0013028317739960226 0.0013158829111578445 0.001109618136250622 0.0013240010959470324
leaf_count=263 927 542 377 218 456 1127
internal_value=0 0.001176 -0.00752937 0.00519392 -0.000564638 0.0116459
internal_weight=0 0.00818124 0.00258357 0.00559766 0.00295778 0.00263988
internal_count=3910 2983 640 2343 998 1345
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=7
num_cat=0
split_feature=15 3 4 15 12 13
split_gain=1.25944e-05 3.91667e-05 3.82319e-05 2.80807e-05 3.95822e-05 4.32286e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.076594999999999983 0.090965000000000018 -0.010384999999999998
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=0.022328414830763216 -0.00085420117681813789 0.011000105766867073 -0.023684371157027963 0.017791675341557546 -0.017044246464954119 -0.0037082768965514741
leaf_weight=0.0010005411106941765 0.0018149236881614755 0.001240103731562827 0.0012310492107285556 0.0010664981418075283 0.0010544152743894673 0.0017582759880926289
leaf_count=640 1212 114 848 408 356 332
internal_value=0 -0.00398165 -0.0100812 0.00344761 -0.000564191 0.00573446
internal_weight=0 0.00428608 0.00304597 0.00487973 0.00381323 0.00275882
internal_count=3910 2174 2060 1736 1328 972
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=7
num_cat=0
split_feature=147 52 13 1 52 3
split_gain=1.22709e-05 3.43703e-05 4.81203e-05 3.52979e-05 3.62844e-05 4.64006e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.07984999999999999 -0.0086749999999999969
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=0.014456964933440647 0.010325401693565495 -0.017401512132725408 0.014892303322087833 -0.017063929784481728 -0.019647184316624305 0.0090474742176590815
leaf_weight=0.0019905413798492599 0.0010181173537777586 0.0011422897501957912 0.0012817834478557858 0.0014516001402258508 0.0011994967856398266 0.0010628950696226465
leaf_count=486 234 639 714 302 1429 106
internal_value=0 -0.00132026 0.00130908 -0.00392962 0.00144984 -0.00616614
internal_weight=0 0.00812861 0.00698632 0.00499578 0.00354418 0.00226239
internal_count=3910 3676 3037 2551 2249 1535
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=7
num_cat=0
split_feature=15 12 13 16 52 4
split_gain=1.18505e-05 2.25236e-05 3.23962e-05 5.90401e-05 5.38068e-05 6.45424e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 -0.0066199999999999991 -0.0031049999999999997
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=0.0098503335913270942 -0.013495893600421452 -0.021783559818194367 0.013958131298755458 -0.025966377918658787 0.015558884703344544 0.0086488439042823016
leaf_weight=0.0010729200116004487 0.0012812353660898558 0.0012420104818889749 0.0014948772688876798 0.0010149388944310379 0.0018726807149536413 0.0011478498896033496
leaf_count=302 329 264 476 712 1538 289
internal_value=0 -0.00133742 0.000962795 -0.00271821 0.0031496 -0.00759515
internal_weight=0 0.00805359 0.00677236 0.00527748 0.00403547 0.00216279
internal_count=3910 3608 3279 2803 2539 1001
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=8
num_cat=0
split_feature=1 0 157 16 0 151 2
split_gain=2.24394e-05 4.54986e-05 3.09011e-05 8.73066e-05 6.82381e-05 6.16779e-05 6.34654e-05
threshold=0.076710000000000014 -0.060094999999999989 -0.049344999999999993 -0.055679999999999993 -0.066689999999999985 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=-0.00046614119629168722 0.00037448523547465787 3.6935860649407832e-05 -0.00020374318796052658 -0.00068222143595327326 1.4970572389492538e-05 4.4366030642301679e-05 0.0006199986652657537
leaf_weight=0.0010886008736348011 0.0010045954022048801 0.0018932275126653502 0.0012011167132024774 0.0010245164162695879 0.0011406607942547895 0.0015192547288794382 0.0014290524218063614
leaf_count=1801 311 207 197 380 243 515 256
internal_value=0 -0.000146727 5.50648e-05 4.24791e-06 -0.000314926 0.000170793 0.000323377
internal_weight=0 0.00298183 0.0073192 0.0063146 0.00216518 0.00414942 0.00294831
internal_count=3910 2008 1902 1591 623 968 771
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.23384e-05 2.86609e-05 4.81972e-05 1.98961e-05 3.63484e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.092255000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010849371039359106 0.0075018988184703123 -0.024697148542493046 0.0079433458572216557 -0.013744569375459276 0.0082015780383976611
leaf_weight=0.0014370424856013364 0.0017585636250693733 0.0010177975211914303 0.0017043700568530134 0.0019914166778089914 0.0012152257874732115
leaf_count=558 426 201 699 1815 211
internal_value=0 -0.00182079 -0.00489182 -0.000787209 -0.00542761
internal_weight=0 0.00736585 0.00592881 0.00491101 0.00320664
internal_count=3910 3484 2926 2725 2026
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=8
num_cat=0
split_feature=42 43 3 0 42 151 2
split_gain=2.55607e-05 3.54811e-05 3.31381e-05 6.89931e-05 4.45714e-05 3.99315e-05 8.03709e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.13927999999999999 -0.052874999999999998 0.088345000000000021 -0.0088999999999999982 0.11230000000000001
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=-0.00024875566198621403 0.00038512377995380615 -0.00025783154736198411 -0.00024767920668185419 -0.00042567514362536093 0.00046927719377380347 0.00041967100044428479 -0.00025531024031255259
leaf_weight=0.0014209932850036385 0.0012019959663232211 0.0013566694646629032 0.0013600268388534037 0.001063847165882181 0.0011179175794712439 0.0017649568036156855 0.0011015080851402384
leaf_count=1060 267 223 394 330 862 646 128
internal_value=0 3.42938e-05 8.63705e-05 3.03334e-05 0.000121106 2.90133e-05 0.000160293
internal_weight=0 0.00896692 0.00761025 0.00640826 0.00534441 0.00422649 0.00286646
internal_count=3910 2850 2627 2360 2030 1168 774
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=9
num_cat=0
split_feature=50 133 12 156 49 12 2 151
split_gain=3.87884e-05 3.24332e-05 6.77533e-05 5.83405e-05 4.48117e-05 4.92381e-05 3.00133e-05 2.94091e-05
threshold=0.082310000000000008 0.088055000000000008 -0.036459999999999992 0.083375000000000019 -0.00064499999999999985 0.051320000000000005 0.084685000000000024 -0.0074049999999999993
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=-0.00039124264526441642 -0.00036899826799316314 -0.00028492876827765525 0.00023800537493145766 -0.00028328050870318755 0.00059380362097513368 -8.2582876451722914e-05 0.00035356532071087997 -0.00021539102750490311
leaf_weight=0.0010415036502921552 0.0010037928618098881 0.0010726127128284193 0.0010029089423215845 0.0010585922846837875 0.0016758052739131867 0.0011009921184131123 0.0013508933690641559 0.0012180402699234563
leaf_count=348 747 709 227 380 168 459 726 146
internal_value=0 3.62523e-05 7.70279e-05 0.00014287 0.000213927 0.000334765 0.000157718 -1.06519e-05
internal_weight=0 0.00952135 0.00844874 0.00740723 0.00634864 0.00412769 0.00245189 0.00222095
internal_count=3910 3163 2454 2106 1726 1353 1185 373
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=8
num_cat=0
split_feature=124 3 49 52 12 16 1
split_gain=2.63162e-05 2.84492e-05 3.82082e-05 5.08696e-05 7.24139e-05 7.9555e-05 5.63155e-05
threshold=-0.061329999999999989 0.13772500000000001 -0.081274999999999986 -0.07125999999999999 0.093375000000000014 -0.19424999999999998 0.089075000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.00029303591363229306 0.00024358085643495073 0.00022041115350644207 -0.00041159700211471892 -0.00031139295719583189 -0.00044129479252633 1.2750197036152654e-05 0.00061004757846656638
leaf_weight=0.0010356751709275436 0.0011783770597701389 0.0014075560981038583 0.0018936681654207876 0.00117152895021373 0.0012393529561036589 0.0012163646083766752 0.0012111880502400927
leaf_count=310 222 206 776 239 703 1170 284
internal_value=0 -3.64338e-05 -8.21357e-05 -0.000139149 -3.25177e-05 0.000108246 0.000310762
internal_weight=0 0.00931804 0.00791048 0.0067321 0.00483843 0.00359908 0.00242755
internal_count=3910 3600 3394 3172 2396 1693 1454
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=7
num_cat=0
split_feature=49 3 16 133 1 16
split_gain=1.14981e-05 3.99903e-05 2.61099e-05 3.0191e-05 2.79323e-05 3.67974e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 0.079945000000000016 -0.055679999999999993
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=0.019210742808085445 -0.016411178212447169 -0.0064238918393952557 0.015566389410348101 -0.014332293645982534 0.012365459178964151 -0.0099397514870272711
leaf_weight=0.0011678614496509212 0.0010796913949740758 0.0012706984412756074 0.0014564982747126104 0.0010975950060259738 0.001214531841623798 0.0018914517636761771
leaf_count=350 261 209 887 1189 381 633
internal_value=0 0.0058529 -0.00216031 0.000558128 0.00414031 -0.00121775
internal_weight=0 0.00243856 0.00673977 0.00566008 0.00456248 0.00310598
internal_count=3910 559 3351 3090 1901 1014
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=7
num_cat=0
split_feature=1 13 3 3 151 4
split_gain=2.83084e-05 3.81619e-05 3.8137e-05 5.57775e-05 4.33639e-05 3.79395e-05
threshold=0.12864500000000004 -0.13934999999999997 -0.12008499999999998 -0.032959999999999996 -0.0088999999999999982 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=-0.00030107286254168065 0.00023302422733677283 0.0002844814641328732 -0.00033266012581626954 -0.00021048475536255672 -5.194148020900356e-05 0.00044890157345385063
leaf_weight=0.0018185161150587456 0.0016357427603827185 0.0015932381414377351 0.001895258360459499 0.0012724328015734426 0.0010052547909165535 0.0013794518117888259
leaf_count=221 331 309 2434 207 211 197
internal_value=0 -4.74713e-05 1.70686e-05 -5.96645e-05 8.18115e-05 0.000237775
internal_weight=0 0.00896415 0.00714564 0.0055524 0.00365714 0.00238471
internal_count=3910 3579 3358 3049 615 408
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=7
num_cat=0
split_feature=1 4 47 4 1 16
split_gain=1.32921e-05 2.90507e-05 1.91895e-05 4.16901e-05 8.40093e-05 2.72839e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 0.11097000000000001 -0.011964999999999998
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=0.002906504846404011 -0.016400557303476431 -0.018175505653350771 -0.0067010721702564615 0.034880844382058886 -0.00081535448333518471 0.0065566018958219318
leaf_weight=0.0015552536279149413 0.0010469063196755332 0.001127476817082662 0.0017050065698290063 0.0011147695734623206 0.0016136536417614927 0.0010241094944082991
leaf_count=422 541 1586 328 164 357 512
internal_value=0 -0.00595368 0.00241187 0.00564925 0.0137693 -0.00504833
internal_weight=0 0.00268273 0.00650445 0.00479944 0.00272842 0.00207102
internal_count=3910 2008 1902 1574 521 1053
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=8
num_cat=0
split_feature=157 160 42 160 3 3 42
split_gain=1.19451e-05 4.3186e-05 4.43043e-05 3.32692e-05 3.85301e-05 4.95673e-05 6.89414e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088095000000000021 0.090325000000000003 -0.13309499999999996 0.085330000000000003
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=0.010201217292113887 -0.01945590692811789 -0.017848104002219724 -0.002387101158826216 -0.011613357272985264 -0.0042293992648465761 0.041012582611063088 0.0055123058620651661
leaf_weight=0.0010155025931322175 0.0011287161865282547 0.0010023232062229036 0.0011517159302149122 0.0010186595104435051 0.0016617256772116906 0.001092879244356517 0.0010952724016369598
leaf_count=563 828 875 183 290 237 238 696
internal_value=0 -0.00130015 0.00161797 0.00485891 0.00821377 0.0144048 0.023243
internal_weight=0 0.00815129 0.00702258 0.00602025 0.00500159 0.00333987 0.00218815
internal_count=3910 3347 2519 1644 1354 1117 934
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=7
num_cat=0
split_feature=1 3 52 48 3 0
split_gain=1.35134e-05 4.43297e-05 3.50496e-05 3.14296e-05 4.80891e-05 1.87659e-05
threshold=0.10498500000000001 -0.115685 -0.048794999999999991 0.085845000000000019 -0.0045049999999999995 -0.10303999999999998
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=0.012494266580000454 0.017951176803141348 -0.019376641881886116 0.004398085456728598 -0.023847545112564227 0.0072425865641912576 -0.012805510318044035
leaf_weight=0.0013099110153951322 0.0012846260547936467 0.0011291418660216456 0.0016729355450619864 0.0010204960186771185 0.0017011097519421584 0.0010210475688864273
leaf_count=292 353 2114 216 411 234 290
internal_value=0 -0.00339656 0.00435912 -0.00880215 -0.00337728 -0.00212226
internal_weight=0 0.00516066 0.00397861 0.00385075 0.00283025 0.00269398
internal_count=3910 3051 859 2759 2348 506
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=8
num_cat=0
split_feature=47 43 2 16 4 52 16
split_gain=2.26571e-05 4.22781e-05 4.14365e-05 5.33954e-05 3.33202e-05 2.9699e-05 4.19777e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.029944999999999996 0.0082450000000000006 -0.048794999999999991 -0.40374499999999997
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=0.00039431862912092441 -0.00027058124533336169 0.00028645127136802084 0.00041314288785956578 -0.00040052942812487605 -0.00017472500693677215 0.00033066839899092531 -0.00017763857147362627
leaf_weight=0.0010839143154829046 0.0010708646922001916 0.0011363511829282516 0.0010489199914899597 0.0018505018598485778 0.001281696824786453 0.0010307230646510474 0.0015854276641082041
leaf_count=248 179 1167 446 975 326 233 336
internal_value=0 3.10883e-05 -1.85372e-05 -0.000149844 4.20028e-05 0.00013439 2.26265e-05
internal_weight=0 0.00901753 0.00793362 0.00426855 0.00241805 0.00366507 0.00261615
internal_count=3910 3731 3483 2468 1493 1015 569
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=7
num_cat=0
split_feature=376 43 0 457 13 15
split_gain=1.27002e-05 3.35937e-05 5.23814e-05 3.74756e-05 3.81309e-05 6.72838e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976
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=-0.0074771945066183388 0.010412371826191459 0.0034546297353164677 0.021104852292796839 0.010983238638131684 -0.0055437439390500888 -0.037260480509090026
leaf_weight=0.0011797397404959527 0.0010348393153557624 0.001456086493842922 0.0014046079873614855 0.0010763883638884864 0.0019755278632003232 0.001011230551954307
leaf_count=1104 206 284 313 174 582 1247
internal_value=0 -0.00135192 0.00805731 -0.00575774 -0.00981365 -0.0162821
internal_weight=0 0.00810358 0.00258435 0.00551923 0.00444284 0.00298676
internal_count=3910 3704 1417 2287 2113 1829
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=7
num_cat=0
split_feature=4 42 151 15 15 12
split_gain=1.27682e-05 2.59974e-05 3.88973e-05 6.79284e-05 5.49494e-05 5.10554e-05
threshold=0.28937500000000005 0.086700000000000013 -0.051109999999999996 1.0000000180025095e-35 -0.038029999999999987 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=0.01915430785029314 0.0076360299471683176 -0.013178877313950255 -0.010029606206348659 -0.025074868657606154 0.029613609623702582 -0.0015583844052432369
leaf_weight=0.0010043480435148276 0.0017582570984384666 0.0015881780836612914 0.0016196712208011118 0.0010415696636347834 0.0010819429091497483 0.0010215026277698241
leaf_count=385 426 1266 661 818 175 179
internal_value=0 -0.00184939 0.00126954 -0.00250038 0.003815 0.0144755
internal_weight=0 0.00735721 0.00576903 0.00476469 0.00372312 0.00210345
internal_count=3910 3484 2218 1833 1015 354
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=8
num_cat=0
split_feature=4 16 42 16 4 2 1
split_gain=4.55298e-05 5.47809e-05 5.05942e-05 5.36521e-05 5.47991e-05 6.07712e-05 4.29609e-06
threshold=0.28937500000000005 0.3935300000000001 0.087065000000000017 -0.094359999999999986 0.0021050000000000005 0.096540000000000015 0.11377000000000002
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=-0.00019559273817744587 0.00035331270916470363 -0.00047404015919711454 -0.00035467285123344728 -0.00021220418190963554 0.00058212139791188086 0.00033640389072776345 0.0001734934534974033
leaf_weight=0.0019691396087073189 0.0010096218425457166 0.0010900365222390974 0.0013003816231700839 0.0015319652666477537 0.0010600215589040085 0.0015738237731284133 0.0010339126521444477
leaf_count=399 124 359 1073 1170 186 297 302
internal_value=0 -6.35361e-05 -3.35523e-06 7.11111e-05 0.000197179 6.57968e-05 0.000262334
internal_weight=0 0.00852537 0.00743533 0.00613495 0.00416581 0.00310579 0.00204353
internal_count=3910 3484 3125 2052 1653 1467 426
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=9
num_cat=0
split_feature=47 43 2 1 15 15 52 16
split_gain=3.57357e-05 4.287e-05 4.65856e-05 5.6946e-05 5.87772e-05 3.91666e-05 3.33969e-05 3.1115e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 1.0000000180025095e-35 -0.0071449999999999994 -0.097269999999999981 -0.048794999999999991 -0.40374499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 -8
right_child=-2 2 6 4 -6 -7 7 -9
leaf_value=0.00040103714462135577 -0.00034045646123905584 -0.00055646765967350673 0.00044466582333720555 6.0375179822877634e-05 0.00037192458252600241 -0.00044871546184485997 0.00029657037187604191 -0.0001396151117412222
leaf_weight=0.0010994785002732396 0.001072379441568184 0.0010134547881748158 0.0010563739051543692 0.0011512085211635159 0.0010001318502887418 0.001173042756891605 0.0010366600091625371 0.001597987025340016
leaf_count=248 179 1397 446 216 578 277 233 336
internal_value=0 3.79221e-05 -1.18032e-05 -0.000149577 -2.55339e-05 -0.000196561 0.000150114 3.20117e-05
internal_weight=0 0.00912834 0.00802886 0.00433784 0.00332438 0.00232425 0.00369102 0.00263465
internal_count=3910 3731 3483 2468 1071 493 1015 569
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=8
num_cat=0
split_feature=50 4 2 52 3 0 15
split_gain=2.61789e-05 4.86916e-05 7.48554e-05 5.49197e-05 4.41188e-05 7.77339e-05 6.05323e-05
threshold=0.07992500000000001 0.28937500000000005 0.113945 -0.088354999999999989 0.094625000000000015 -0.071924999999999989 -0.09547499999999999
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=-0.00026121767442945738 -0.00030185483644212238 0.00032502569585584181 -0.00052755405788056531 0.00014214788243767075 0.00046480781231924396 0.00039469082587935639 -0.00048749975438135297
leaf_weight=0.0017351060760478817 0.0010010269420830378 0.0017700053728684564 0.0010304072534743436 0.0011405446409852177 0.0012375729301545846 0.0014556555423599462 0.0012095532738492238
leaf_count=595 755 396 307 289 78 243 1247
internal_value=0 3.13919e-05 -3.51652e-05 3.96841e-05 0.000143206 3.86265e-05 -0.00018192
internal_weight=0 0.00957885 0.00780884 0.00677843 0.00504333 0.00380575 0.0023501
internal_count=3910 3155 2759 2452 1857 1779 1536
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=7
num_cat=0
split_feature=2 0 4 13 43 4
split_gain=1.21338e-05 3.87757e-05 3.80087e-05 5.43209e-05 5.91613e-05 4.80714e-05
threshold=0.10946500000000002 -0.13506999999999997 0.15045000000000003 -0.088444999999999982 -0.091114999999999988 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.025128431026173115 -0.0043763149152919508 0.019854728132464146 0.011605925498149887 -0.020795273217605274 0.018645669161531864 -0.0084034088232325301
leaf_weight=0.0011995715929243537 0.0016089856255380786 0.0011202043133066186 0.0014909544529841659 0.0010508521974621687 0.00155059099122832 0.0011401247909141911
leaf_count=391 208 559 305 450 1569 428
internal_value=0 0.00556939 -0.00238823 -0.00661087 -0.000674019 0.00718429
internal_weight=0 0.00272919 0.00643209 0.00494114 0.00374157 0.00269072
internal_count=3910 767 3143 2838 2447 1997
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=7
num_cat=0
split_feature=1 42 3 2 2 0
split_gain=1.09184e-05 2.57912e-05 3.85604e-05 2.8455e-05 4.15556e-05 3.14095e-05
threshold=0.12864500000000004 0.091955000000000023 -0.100615 0.097940000000000013 0.11230000000000001 -0.13027499999999997
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=0.012898797811717714 0.0080401130933077103 -0.01629859518000611 0.0013971843526908126 0.017662404422923061 -0.0093623629099572336 -0.021039270964120584
leaf_weight=0.0018812547499445741 0.0014206410602750586 0.0010216960265342426 0.0011055086418036708 0.001136582810997122 0.0011393884295308543 0.0014324187776451635
leaf_count=450 331 738 157 304 240 1690
internal_value=0 -0.00149949 0.000758891 -0.00398534 0.00413336 -0.0112661
internal_weight=0 0.00771685 0.00669515 0.0048139 0.00227597 0.00253793
internal_count=3910 3579 2841 2391 544 1847
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=7
num_cat=0
split_feature=43 52 16 2 15 3
split_gain=1.13429e-05 2.99094e-05 4.668e-05 3.14348e-05 2.88712e-05 1.06324e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.053579999999999996 0.11476000000000001
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.015203812926340453 -0.015551835263736814 -0.017251578572569023 0.018372698363674854 0.010100479896415505 -0.0036937103463294467 -0.0043567342430588397
leaf_weight=0.0014540119302665689 0.0013751391202124355 0.0012554647251064063 0.0011803745402488089 0.0010171060941236234 0.001820911118935085 0.0010176962121051082
leaf_count=849 427 857 228 413 975 161
internal_value=0 -0.00265467 0.00131242 -0.00480791 0.00469648 0.00286978
internal_weight=0 0.00584578 0.00447064 0.00329027 0.00327492 0.0020348
internal_count=3910 2086 1659 1431 1824 574
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=7
num_cat=0
split_feature=1 4 13 3 49 0
split_gain=1.10521e-05 2.39936e-05 2.14103e-05 4.02199e-05 3.56567e-05 1.52704e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.11265500000000002 -0.0057999999999999987 -0.06402999999999999
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=0.0026331244984613578 0.013991174255122689 -0.016633626204187291 -0.0069797196981431471 -0.016080774424662582 0.0051792626343530671 0.021549359591830377
leaf_weight=0.0015417261972220735 0.0012468363146531138 0.0011129830013354015 0.0016210862490024765 0.0012688227418909404 0.0012990105955791289 0.0010151472396671172
leaf_count=422 404 1586 321 131 705 341
internal_value=0 -0.00544443 0.0022214 -0.000598511 0.00439336 0.0123603
internal_weight=0 0.00265471 0.0064509 0.00520407 0.00393524 0.00231416
internal_count=3910 2008 1902 1498 1367 1046
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=9
num_cat=0
split_feature=50 133 12 49 159 16 12 2
split_gain=2.66651e-05 5.73786e-05 5.35212e-05 5.24233e-05 5.24094e-05 8.67652e-05 8.929e-05 2.85335e-05
threshold=1.0000000180025095e-35 0.088055000000000008 -0.036459999999999992 -0.00064499999999999985 0.083280000000000007 -0.057604999999999996 0.051320000000000005 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 -4
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00033355313356691257 -0.00030345834236092953 -0.0004057065437748925 9.4212355573336208e-05 3.1068382281879791e-05 -0.00013546347460507077 0.0010349303273011106 0.00023838901903251451 -0.00033659628054387539
leaf_weight=0.0010315592477358132 0.0010220399855241846 0.0010327151207014081 0.0013599452221270485 0.0016801459942720029 0.0010149206806160309 0.0010508842105003149 0.0011152708177571235 0.0010454827145356589
leaf_count=340 779 696 269 699 304 106 510 207
internal_value=0 3.01507e-05 8.43933e-05 0.000143724 0.000260876 0.000365458 0.000624822 -9.30321e-05
internal_weight=0 0.00933092 0.00829821 0.00726665 0.00486122 0.0038463 0.00216616 0.00240543
internal_count=3910 3131 2435 2095 1619 1315 616 476
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=8
num_cat=0
split_feature=124 3 160 51 12 151 1
split_gain=2.38301e-05 2.07331e-05 2.50393e-05 5.17685e-05 3.99881e-05 5.89889e-05 0.00016795
threshold=-0.061329999999999989 0.13772500000000001 -0.081299999999999983 -0.07742499999999998 0.092365000000000017 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.00028241330023866045 0.00020940079706834323 0.00018966513672623764 -0.00052343123130251651 -0.00031931360201513658 -0.00029304772053827423 -0.00018746742930858391 0.00077406606881855839
leaf_weight=0.0010255998228090426 0.0010514880755169544 0.0013695745258068158 0.0010174451002462753 0.0011101351120303741 0.0017214873116921494 0.0016775190356570959 0.0011965986158282683
leaf_count=310 732 206 401 265 761 1078 157
internal_value=0 -3.2787e-05 -7.19738e-05 -0.00011598 -4.33236e-05 6.45755e-05 0.000212854
internal_weight=0 0.00914425 0.00777467 0.00672319 0.00570574 0.00398425 0.00287412
internal_count=3910 3600 3394 2662 2261 1500 1235
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=8
num_cat=0
split_feature=47 43 16 49 1 12 3
split_gain=5.39664e-05 5.33359e-05 9.82554e-05 5.96306e-05 8.59737e-05 8.17618e-05 4.80708e-05
threshold=0.11926500000000002 -0.18906999999999999 0.26538000000000006 -0.029304999999999998 0.099595000000000017 0.084100000000000022 0.096385000000000012
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=0.0004265279135475924 -0.00043993520198957472 -1.1348617452513401e-05 -0.00059150960448614586 0.00031967668404901309 0.00072580757122668366 -0.0003971994509988562 -0.0001635273776791277
leaf_weight=0.0011803747513597666 0.0010120511466546632 0.0014029202699133822 0.0010129624169540191 0.0019358399782885051 0.0010739164741381522 0.001809884900975639 0.0013391022881712245
leaf_count=251 145 269 408 581 220 1867 169
internal_value=0 3.57559e-05 -1.80374e-05 5.87851e-05 0.00030827 -6.274e-05 0.000122098
internal_weight=0 0.009755 0.00857463 0.00756166 0.00247684 0.00508483 0.00327494
internal_count=3910 3765 3514 3106 489 2617 750
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=9
num_cat=0
split_feature=50 42 51 16 4 4 43 15
split_gain=3.375e-05 4.71798e-05 5.60222e-05 0.000112545 8.52094e-05 7.5618e-05 6.92856e-05 4.74841e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.0021050000000000005 0.17888000000000001 -0.062599999999999989 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.00032112356847516064 -0.00035071202822349411 -0.00029158030005586877 -0.00051665099649018541 0.00057759156952227929 0.00086196989140925715 0.00041546961974044865 -8.8222438956805945e-05 -0.00015541436401076558
leaf_weight=0.0012866789083966464 0.0010004235695827883 0.0012945034370251789 0.0011285255033560747 0.0010527878291613883 0.0010641278288714383 0.0010297824258640972 0.0013999096404253477 0.0012283134752906603
leaf_count=862 755 478 219 465 174 225 543 189
internal_value=0 2.79485e-05 8.27358e-05 0.000152926 0.000398605 -0.000102199 0.000197569 0.000104932
internal_weight=0 0.00948463 0.00819795 0.00690345 0.00351683 0.00338662 0.0024527 0.0022581
internal_count=3910 3155 2293 1815 1182 633 1008 414
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=7
num_cat=0
split_feature=49 42 3 15 3 15
split_gain=1.37327e-05 3.282e-05 3.07148e-05 2.63739e-05 2.45745e-05 3.87871e-05
threshold=-0.029304999999999998 0.091955000000000023 -0.0045049999999999995 -0.19153499999999998 -0.100615 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.018165355390147905 -0.0125827387947159 -0.019061320780280444 -0.0043675496502031518 0.016809063813068924 -0.012278793346374068 0.0091968416200218853
leaf_weight=0.0011613596169799054 0.0012069021844831711 0.0010006451637529943 0.0012626364661422335 0.0011328753646333433 0.0014934456516875212 0.0019250341733117135
leaf_count=350 301 756 209 336 768 1190
internal_value=0 -0.00234515 0.00642818 0.000559712 0.00404475 -0.000185309
internal_weight=0 0.0067589 0.002424 0.00575826 0.00455136 0.00341848
internal_count=3910 3351 559 2595 2294 1958
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=7
num_cat=0
split_feature=15 3 4 150 3 1
split_gain=1.49912e-05 3.10942e-05 3.38014e-05 2.52275e-05 3.72931e-05 4.25692e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 0.08486500000000001 0.092005000000000017 0.10752500000000002
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=-0.0061453378344991675 -0.0011649629341193588 0.008970261460608267 -0.022670162443400976 0.015639503489663829 -0.014597093273566189 0.020912150705131961
leaf_weight=0.0012088810383487859 0.0018229499475262356 0.0012454826323868907 0.0012200352706855631 0.0013090876935737301 0.0012402690170551746 0.0011203284313987219
leaf_count=941 1212 114 848 278 200 317
internal_value=0 -0.00433949 -0.00978712 0.00376517 -0.000589674 0.00686907
internal_weight=0 0.00428847 0.00304299 0.00487857 0.00356948 0.00232921
internal_count=3910 2174 2060 1736 1458 1258
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=8
num_cat=0
split_feature=15 0 2 2 49 12 3
split_gain=2.87469e-05 4.08958e-05 5.24855e-05 4.0094e-05 2.93573e-05 4.06911e-05 6.53041e-05
threshold=-0.03231499999999999 -0.11287999999999999 0.086875000000000022 0.10113500000000002 -0.029304999999999998 0.093375000000000014 0.094625000000000015
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00031566921227132647 0.00020658869118146759 -0.00057850890526719371 0.00020797641710248064 -0.00029097132366288653 0.00043866518209317179 -0.00030035173772219759 -0.00018476479601988629
leaf_weight=0.0016323152073405602 0.0011595712367516255 0.0010789103393499581 0.0011494256664518624 0.0013422887116078617 0.0013422543538029602 0.0011830131855874722 0.0012453310340192684
leaf_count=334 193 988 680 313 779 432 191
internal_value=0 -0.00011334 -0.000217237 -6.08072e-05 9.59961e-05 8.98226e-07 0.000138626
internal_weight=0 0.0047302 0.00357062 0.00249171 0.00540291 0.0037706 0.00258759
internal_count=3910 2174 1981 993 1736 1402 970
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=7
num_cat=0
split_feature=2 4 3 49 43 0
split_gain=1.32887e-05 4.15612e-05 3.84262e-05 5.29711e-05 4.12031e-05 2.8116e-05
threshold=0.10946500000000002 -0.08422499999999998 0.090325000000000003 -1.0000000180025095e-35 -0.074254999999999988 -0.13506999999999997
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=-0.015445016213259633 -0.0026630320333559197 -0.017585115075081779 0.019065257479794078 0.0214345180937007 -0.0061663433774235615 0.017971343242567508
leaf_weight=0.001791082146390577 0.0016050898938272697 0.0014098282578770814 0.0010745625835488345 0.0010579277427347198 0.0011066048718917382 0.0011219012701132918
leaf_count=693 208 521 143 661 1125 559
internal_value=0 -0.00250248 0.00248386 -0.00250101 0.00732374 0.00582608
internal_weight=0 0.00644001 0.00464892 0.00357436 0.00216453 0.00272699
internal_count=3910 3143 2450 2307 1786 767
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=6
num_cat=0
split_feature=15 150 16 0 52
split_gain=1.27788e-05 2.60865e-05 3.54993e-05 3.48091e-05 7.70617e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.27337499999999998 -0.10131499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0097470357283246968 -0.019958400709623524 0.0087023945696211528 0.011659721622998366 -0.021461364593559875 0.0090326655987480586
leaf_weight=0.001168031926052201 0.0012145751815294458 0.0019208116933538549 0.0015262085347026496 0.0016992130791008443 0.0016176813120673576
leaf_count=317 237 487 303 1530 1036
internal_value=0 -0.00145211 -0.00467197 -0.000838366 -0.00658913
internal_weight=0 0.00797849 0.00605768 0.0048431 0.00331689
internal_count=3910 3593 3106 2869 2566
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=8
num_cat=0
split_feature=4 16 42 0 15 48 16
split_gain=2.02916e-05 2.46082e-05 3.40711e-05 3.97986e-05 5.7929e-05 3.41501e-05 1.07897e-05
threshold=0.27608500000000008 0.3935300000000001 0.086700000000000013 0.039665000000000006 1.0000000180025095e-35 0.087500000000000008 -0.029944999999999996
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=0.00038906161370240824 0.00017409560727227577 -0.00033286240063788193 -0.00029681166605004543 0.00034724571453861977 -0.00043415355319133839 -0.00016864149961365172 0.00010677666252365276
leaf_weight=0.0010259036323847701 0.0019658635178494881 0.0010191408711963893 0.0012738644546477261 0.0013843613491717026 0.0010557259734157724 0.0012074422258802719 0.0010569117431015239
leaf_count=329 441 359 1107 138 810 312 414
internal_value=0 -4.8184e-05 -6.76209e-06 5.77164e-05 -3.45098e-05 9.37216e-05 0.000245818
internal_weight=0 0.00802335 0.00700421 0.00573034 0.00434598 0.00329026 0.00208282
internal_count=3910 3469 3110 2003 1865 1055 743
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=7
num_cat=0
split_feature=4 151 16 16 2 3
split_gain=1.19469e-05 2.374e-05 3.71434e-05 4.31455e-05 5.4796e-05 1.62528e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.15100500000000003 0.090545000000000014 -0.053439999999999994
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=0.0097140280250655152 0.0073640970951731324 -0.016618658912827367 -0.0053671404138209526 -0.00032701924462868342 0.027338248941375931 -0.017955199750683673
leaf_weight=0.0014424534746648393 0.0017657909684863507 0.0017918835269282304 0.0010280817198100717 0.0010074860605287354 0.0010210761729126602 0.0010876393721191359
leaf_count=558 426 539 1303 405 527 152
internal_value=0 -0.00179279 -0.00458888 0.000612489 0.0109296 -0.00947831
internal_weight=0 0.00737862 0.00593617 0.00414428 0.00204916 0.00209513
internal_count=3910 3484 2926 2387 1830 557
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=7
num_cat=0
split_feature=11 43 2 2 43 15
split_gain=1.19118e-05 2.4243e-05 6.00964e-05 2.5153e-05 3.57591e-05 4.67121e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 0.093815000000000009 0.089785000000000018 0.0033500000000000005 -0.074174999999999977
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=-0.0021341533002752371 -0.010079698436619395 -0.013239601050665498 0.028155759783253076 0.007169186467995802 0.017025534375451911 -0.020139967122596421
leaf_weight=0.0018324076003562715 0.0010429344105771276 0.0015945191750506289 0.0010194224368146499 0.0014480227892935903 0.0010855462354311669 0.0011037897377631748
leaf_count=1168 304 1010 553 249 336 290
internal_value=0 0.0012759 0.00869336 -0.00276725 0.00182354 -0.00464342
internal_weight=0 0.00808371 0.00285183 0.00523188 0.00363736 0.00255181
internal_count=3910 3606 1721 1885 875 539
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=7
num_cat=0
split_feature=1 3 13 47 52 2
split_gain=1.26388e-05 2.20316e-05 3.55731e-05 5.52144e-05 6.98034e-05 2.09228e-05
threshold=0.076710000000000014 -0.13309499999999996 -0.084084999999999979 0.09252500000000001 -0.07125999999999999 0.10113500000000002
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=0.0015125685174698497 -0.0096863925364142189 0.021893876078427289 -0.012411846115622958 -0.016363712097598709 0.01993380057221647 -0.016564384549081278
leaf_weight=0.0015771305632234509 0.0012272372188291136 0.0010261234482816847 0.0010249491631998716 0.0012625876420389688 0.0019113802332468707 0.0010778659878591364
leaf_count=1588 324 404 310 234 630 420
internal_value=0 0.00237083 0.00520278 0.00112385 0.00864329 -0.00582625
internal_weight=0 0.00645228 0.00522504 0.00419892 0.00293633 0.002655
internal_count=3910 1902 1578 1174 940 2008
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=7
num_cat=0
split_feature=1 12 2 12 48 4
split_gain=1.24176e-05 3.11295e-05 2.9276e-05 4.18542e-05 3.12898e-05 2.81865e-05
threshold=0.12864500000000004 0.098845000000000016 0.091985000000000011 0.084885000000000002 0.016865000000000002 -0.017449999999999997
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=0.0052218723573397522 0.0086034991225992369 -0.016393290340675017 -0.0088820991696311746 0.024319254962029063 0.013897145178937044 -0.014579589425408582
leaf_weight=0.001244335853126216 0.0014116204507176851 0.0012002874114326878 0.0014925229245684227 0.0010238832480485988 0.0010117970275514568 0.0017022897101486587
leaf_count=1258 331 522 309 497 210 783
internal_value=0 -0.00160169 0.00114034 0.00728542 0.000321186 -0.00621759
internal_weight=0 0.00767512 0.00647483 0.0035282 0.00250432 0.00294663
internal_count=3910 3579 3057 1016 519 2041
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=7
num_cat=0
split_feature=151 4 0 48 16 0
split_gain=1.18356e-05 3.73451e-05 3.37626e-05 4.01289e-05 3.6863e-05 2.95005e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.078735000000000013 0.15100500000000003 -0.08824499999999999
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=-0.0094289828618973129 -0.018511550129431214 0.016073726617463101 -0.0053094686886934923 0.019332779661175609 -0.014239713496901778 0.015500730535559388
leaf_weight=0.00116395791267226 0.001023299187477838 0.001417888200608829 0.0014555793889969716 0.0010049300275148665 0.0017240941389600854 0.0012804432164897259
leaf_count=423 151 375 556 461 457 1487
internal_value=0 0.00137168 -0.00184113 0.00128031 -0.00278718 0.00442959
internal_weight=0 0.00790623 0.00648835 0.00546505 0.00446012 0.00273602
internal_count=3910 3487 3112 2961 2500 2043
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 0
split_gain=1.12952e-05 2.37887e-05 2.17325e-05 3.29252e-05 4.21023e-05 4.93344e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997
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=0.002558714251966803 -0.009737814138139976 -0.016689205859446825 0.018774994935378791 -0.005511053606379086 -0.011831452093676018 0.024057082266216626
leaf_weight=0.0015291349106098708 0.0012235710524998366 0.0011068969446740593 0.0013114861816433706 0.0011278765259793294 0.0016239466424067899 0.0011292826594272521
leaf_count=422 324 1586 818 125 319 316
internal_value=0 -0.00552369 0.00225151 0.00507665 0.000447762 0.00928222
internal_weight=0 0.00263603 0.00641616 0.00519259 0.00388111 0.00225716
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=7
num_cat=0
split_feature=52 160 4 13 16 4
split_gain=1.1054e-05 3.63158e-05 3.6073e-05 2.53673e-05 4.12225e-05 1.95125e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.16277999999999995 -0.055679999999999993 0.26048500000000002
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=-0.0071815514951464633 -0.01954645661495923 -0.012307930951498324 0.014582228848481822 0.018790607119523323 -0.011745892329794925 0.0017913570262937861
leaf_weight=0.0013773748375617615 0.0010356220869760418 0.0011019906724855509 0.001703444374555415 0.0015527803393654434 0.0010689756892027914 0.0011947958658213519
leaf_count=795 924 127 395 1153 245 271
internal_value=0 -0.00252664 0.00485206 0.00105696 0.00491593 0.0113984
internal_weight=0 0.00595416 0.00308082 0.00491854 0.00381655 0.00274758
internal_count=3910 2720 1190 1796 1669 1424
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=8
num_cat=0
split_feature=11 13 12 3 0 16 0
split_gain=3.01114e-05 4.60452e-05 3.40729e-05 7.75386e-05 5.24086e-05 7.02367e-05 2.18797e-05
threshold=0.077330000000000024 -0.090744999999999978 0.085945000000000008 -0.016619999999999996 -0.10131499999999999 -0.057604999999999996 -0.083674999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=8.8286486084971415e-05 -0.00030819513372886466 0.0004946681732326785 -0.00026926669545593025 -0.00018617763382929565 -0.00043255290750033676 0.0004501109350087237 0.00049127328766623661
leaf_weight=0.0010392738941059384 0.0011217918575528911 0.0011227855932268932 0.0018814770649471201 0.0017417690683054342 0.0011940577917473952 0.001080897671108481 0.0010326961956240925
leaf_count=404 279 654 1820 197 309 117 130
internal_value=0 3.2292e-05 -4.35068e-05 3.91396e-05 -8.81932e-05 5.74795e-05 0.00028914
internal_weight=0 0.00909296 0.00702099 0.00513951 0.00401672 0.00282267 0.00207197
internal_count=3910 3631 3097 1277 623 314 534
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=9
num_cat=0
split_feature=124 1 42 3 15 0 3 16
split_gain=3.85475e-05 3.47722e-05 8.34666e-05 4.1101e-05 5.02694e-05 3.72439e-05 4.40944e-05 2.33648e-05
threshold=-0.061329999999999989 0.12730000000000002 0.091955000000000023 -0.08348499999999999 -1.0000000180025095e-35 -0.10131499999999999 0.11818000000000002 -0.094359999999999986
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=0.00036135300384823133 0.00052492848905737091 0.00023590194634388203 -0.00062219216359688835 -5.2187070772460531e-05 -5.3266303409172916e-05 -0.00038887130745760055 -0.00033588791383341578 0.00036509013587117389
leaf_weight=0.0010091850671812173 0.0010068821409734076 0.0014604052952079125 0.0010021151198592966 0.0010143367977120668 0.0013576029406752476 0.001421539520865107 0.0010348140675125184 0.0010499085554198941
leaf_count=310 506 268 685 158 793 958 98 134
internal_value=0 -4.20183e-05 -9.34784e-05 -1.65248e-05 0.00019295 -0.00012609 -5.55186e-06 0.000160047
internal_weight=0 0.0093476 0.0078872 0.00688508 0.00236449 0.0045206 0.00309906 0.00206425
internal_count=3910 3600 3332 2647 1299 1348 390 292
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=7
num_cat=0
split_feature=376 43 52 13 1 15
split_gain=1.20942e-05 2.87501e-05 4.20739e-05 4.91888e-05 6.22214e-05 5.00467e-05
threshold=0.048375000000000008 -0.18906999999999999 0.10898500000000001 -0.083514999999999992 0.11183500000000002 -0.021529999999999997
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=0.014158972059348442 0.010270968437145906 0.012442936268569503 -0.022109342911003291 0.013045678866639779 -0.02554649702180466 -0.014359173027531189
leaf_weight=0.0010451079406867099 0.0010150384198862059 0.0019930224493384247 0.0010469263800829669 0.0015908602686018935 0.0012252628390476863 0.0011467108289859652
leaf_count=250 206 936 612 623 238 1045
internal_value=0 -0.00131255 -0.00362155 -0.00037175 -0.00681662 0.00156636
internal_weight=0 0.00804789 0.00700278 0.00595586 0.00396283 0.00273757
internal_count=3910 3704 3454 2842 1906 1668
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=6
num_cat=0
split_feature=147 52 13 52 2
split_gain=1.33769e-05 2.51294e-05 4.05802e-05 3.86003e-05 6.51314e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.090744999999999978 -0.081429999999999989 0.096750000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013033220055156149 0.010876216146333792 -0.015191495443417686 0.0079213153148889656 0.0018199119120487287 -0.027131083421209474
leaf_weight=0.0019676239097539067 0.0010026445390446921 0.0011309426826978082 0.0017619560138351412 0.0018210743952502902 0.0013554739936734346
leaf_count=486 234 639 802 1391 358
internal_value=0 -0.0013737 0.000889095 -0.00394943 -0.0105338
internal_weight=0 0.00803707 0.00690613 0.0049385 0.00317655
internal_count=3910 3676 3037 2551 1749
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 4 3
split_gain=3.38739e-05 4.88845e-05 5.74123e-05 6.62735e-05 5.47704e-05 6.95782e-05 6.91016e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11215000000000001 0.0051950000000000008 -0.0026499999999999996
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=0.00033103160935667912 -0.00034651295943630297 -0.00047388491711944331 0.00016780761423322929 0.00047334996402712779 -0.0003754106478350719 0.00037326207919336618 -0.00052461064782764744
leaf_weight=0.0017048351366260855 0.0010120382333997048 0.0010011887242288853 0.0011698610067198316 0.0010825059751811616 0.0015074553876798956 0.0016291690516030063 0.0010528178967066865
leaf_count=796 779 752 425 518 305 247 88
internal_value=0 3.15369e-05 -3.7063e-05 3.08281e-05 -5.85553e-05 6.54489e-05 -0.000160171
internal_weight=0 0.00914783 0.007443 0.00644181 0.0053593 0.00385185 0.00222268
internal_count=3910 3131 2335 1583 1065 760 513
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=8
num_cat=0
split_feature=3 47 52 40 15 15 4
split_gain=2.72653e-05 4.50975e-05 3.67994e-05 5.27863e-05 6.24567e-05 3.90954e-05 2.60534e-05
threshold=-0.050194999999999997 0.085165000000000018 0.10433000000000002 -0.064199999999999993 -0.017214999999999998 -0.10071499999999999 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.00040703372957740457 -0.00039159625928128624 0.00022834144872776639 0.00039476273311337036 0.00018053090017326509 0.00045298064218705192 -0.00033596442685976581 -5.3400207145386371e-05
leaf_weight=0.001683470942248843 0.0010087276725678457 0.0010558631469423621 0.0011655359878067397 0.0011056145276040507 0.0013308079383068153 0.0011490062852119484 0.0015279492915131858
leaf_count=1894 279 341 176 205 212 192 611
internal_value=0 -0.000123199 8.3598e-05 4.65561e-06 0.000116137 -8.26869e-05 -0.00023878
internal_weight=0 0.00426728 0.00575969 0.00459416 0.00358543 0.00225462 0.00321142
internal_count=3910 2846 1064 888 609 397 2505
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=7
num_cat=0
split_feature=52 16 13 52 2 4
split_gain=1.32975e-05 4.17405e-05 4.26884e-05 2.96296e-05 5.14991e-05 3.61794e-06
threshold=0.11110500000000002 0.26538000000000006 -0.090744999999999978 -0.081429999999999989 0.093655000000000002 0.018480000000000003
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=0.014753572920369495 0.00865863640936969 -0.019632054507467623 0.011047319831739831 0.0071297116643516609 -0.020939904551486345 -0.0013541071192480275
leaf_weight=0.0017395403099224821 0.0014763740006010764 0.0011098896064632227 0.0010731058939462681 0.0010074769788564904 0.0016502888238678331 0.0010031895564599244
leaf_count=490 673 453 492 1180 458 164
internal_value=0 -0.00171456 0.00135737 -0.00356509 -0.00784831 0.00289685
internal_weight=0 0.00758349 0.0064736 0.00473406 0.00366096 0.00201067
internal_count=3910 3237 2784 2294 1802 1344
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=7
num_cat=0
split_feature=12 4 3 457 2 3
split_gain=1.43308e-05 3.44111e-05 3.83928e-05 2.69156e-05 7.04124e-05 5.50947e-05
threshold=0.051320000000000005 0.08734500000000002 -0.08348499999999999 0.084485000000000018 0.083795000000000022 0.090325000000000003
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=0.028614528089340376 7.342522634819638e-05 0.006799300214357696 -0.024830495672190478 -0.010895299955597739 0.016147390932769567 -0.01261956944235075
leaf_weight=0.001116862150366606 0.0012974838442788527 0.0016578481367266924 0.0011838568723611189 0.0010117751391151104 0.0011090700712320682 0.0016656350844436035
leaf_count=235 1238 299 1322 171 341 304
internal_value=0 -0.00435551 -0.0118083 0.00363505 0.00741282 -0.0011212
internal_weight=0 0.00413919 0.00248134 0.00490334 0.00389157 0.00277471
internal_count=3910 2859 2560 1051 880 645
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=8
num_cat=0
split_feature=11 2 52 12 2 12 15
split_gain=2.65764e-05 3.59572e-05 5.56878e-05 5.18149e-05 4.89741e-05 4.14214e-05 3.96662e-05
threshold=0.077330000000000024 0.10946500000000002 1.0000000180025095e-35 0.098595000000000016 0.091985000000000011 0.083325000000000024 -0.024209999999999999
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=-0.00018220360438730786 -0.00029301254959942266 -4.4621749775969206e-06 0.00058838243916302315 -0.00043177160071270989 0.00029469489589800468 -0.00043793403565512145 0.00033040190210208452
leaf_weight=0.0013607274139378869 0.0010900290737823745 0.0015566562569419998 0.001000822160941329 0.0011142038074935809 0.0018085407116191247 0.0010085033724316311 0.0010120398193603497
leaf_count=283 279 440 246 329 563 1574 196
internal_value=0 3.14393e-05 0.000227537 -4.81156e-05 3.42518e-05 -0.000105051 3.64344e-05
internal_weight=0 0.00886149 0.00255748 0.00630402 0.00518981 0.00338127 0.00237277
internal_count=3910 3631 686 2945 2616 2053 479
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=7
num_cat=0
split_feature=2 40 51 15 4 48
split_gain=3.06194e-05 5.68444e-05 5.47371e-05 4.57357e-05 4.13286e-05 5.15391e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.09021499999999999 -0.017214999999999998 0.05309500000000001 0.082070000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4
right_child=3 2 4 -5 -6 -7
leaf_value=-0.00048432827891958867 -1.3292258287992886e-05 0.00041603632737964997 -0.00041099759401771763 0.00049382257297810159 0.00015932578263501082 9.3525503525314986e-05
leaf_weight=0.0010931493970340713 0.0019696241179900692 0.0010185765223772805 0.0019843440940505866 0.0010473448905625586 0.0017651026636020606 0.0012809852082965173
leaf_count=266 535 319 1888 232 339 331
internal_value=0 -7.28362e-05 1.52675e-06 0.000162753 -8.24044e-05 -0.000213074
internal_weight=0 0.00714216 0.00604901 0.00301697 0.00503043 0.00326533
internal_count=3910 3143 2877 767 2558 2219
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=8
num_cat=0
split_feature=124 4 1 43 15 16 52
split_gain=2.38006e-05 2.82342e-05 6.26656e-05 3.2664e-05 3.3166e-05 2.13076e-05 3.21159e-06
threshold=-0.061329999999999989 -0.034289999999999994 0.081005000000000008 -0.079109999999999986 -0.07142999999999998 -0.09601999999999998 0.088660000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 -2
right_child=1 3 -4 4 -6 -7 -8
leaf_value=0.00028432062853872618 -6.8425433878782996e-05 -0.00022133826759555979 -0.00058942294748439718 0.00017552337417305736 0.00035802702736184762 -0.00015131055385084194 8.8115758723257513e-05
leaf_weight=0.0010003205793065401 0.0010025774430649805 0.0013784573937688123 0.0010035727979738557 0.0014709022692526003 0.0015353040408830048 0.0016023291991359759 0.0010129737998380497
leaf_count=310 619 761 693 325 391 355 456
internal_value=0 -3.44842e-05 -0.000189085 4.34782e-05 0.000122687 5.11787e-06 1.02489e-05
internal_weight=0 0.00900612 0.00301912 0.00598699 0.00460854 0.00307323 0.00201555
internal_count=3910 3600 1768 1832 1071 680 1075
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=8
num_cat=0
split_feature=1 0 3 4 0 0 47
split_gain=2.0834e-05 3.9901e-05 2.56544e-05 4.46145e-05 2.97261e-05 5.92713e-05 4.10986e-05
threshold=0.076710000000000014 -0.060094999999999989 -0.13309499999999996 0.27223000000000003 -0.10575999999999998 -0.16128999999999996 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=-0.00044813966912221403 -0.00018584565605839418 3.3964407965808341e-05 -8.1992930254624996e-05 0.00047435495690800587 -0.00038998562511161625 0.00054291525939323556 0.00015074410165043627
leaf_weight=0.0010383182851505515 0.0013472707313506903 0.0018116103667527852 0.0013851459276012913 0.0010766004388583408 0.0011489066842487825 0.0010083409075771119 0.0010203643981654791
leaf_count=1801 324 207 143 330 728 166 211
internal_value=0 -0.000141681 5.72429e-05 0.000115318 3.06017e-05 0.000181272 -0.000135641
internal_weight=0 0.00284993 0.00698663 0.00563936 0.00456276 0.00239349 0.00216927
internal_count=3910 2008 1902 1578 1248 309 939
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=7
num_cat=0
split_feature=11 2 12 15 52 52
split_gain=1.80726e-05 2.71336e-05 3.41387e-05 4.77008e-05 2.48046e-05 4.01237e-05
threshold=0.077330000000000024 0.091985000000000011 0.084100000000000022 -0.024209999999999999 -0.048794999999999991 0.091210000000000013
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=-0.010072328429682337 -0.01270725754624525 0.018823040759541929 -0.016192302589324897 0.019105110218569241 -0.0092346332654865606 0.013712583185386866
leaf_weight=0.0012347740778120802 0.0010003297976736878 0.0012525586377271909 0.0015254495197805588 0.0010258009982114205 0.0015415927587301588 0.0015067070714884932
leaf_count=303 279 504 1630 305 443 446
internal_value=0 0.00154104 -0.00463271 0.00316777 0.00697576 0.00210767
internal_weight=0 0.00808688 0.00378602 0.00226058 0.00430086 0.0030483
internal_count=3910 3631 2238 608 1393 889
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=8
num_cat=0
split_feature=147 151 4 15 52 2 12
split_gain=2.65249e-05 4.43215e-05 7.36958e-05 4.63885e-05 3.44298e-05 3.95232e-05 5.16982e-05
threshold=1.0000000180025095e-35 -0.0088999999999999982 0.41315500000000005 -0.10192499999999999 -0.098644999999999983 0.10113500000000002 0.080120000000000011
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=-0.00033827820223242196 0.0002753362783612429 -0.00044260079600076983 0.00051050204925573016 -0.0002755844518847269 0.00051353861686359006 -0.00016279342745189991 -2.2099704067264271e-05
leaf_weight=0.0016065802686342804 0.0011333546624329683 0.0010101225103352164 0.0010198949183009894 0.0012184998603807186 0.0013361663177039499 0.0014592251911508258 0.0014387210433628925
leaf_count=508 234 295 289 527 162 318 1577
internal_value=0 -4.27835e-05 2.06616e-05 -5.66409e-05 1.486e-05 9.84446e-05 0.000235821
internal_weight=0 0.00908921 0.00748263 0.00646273 0.00545261 0.00423411 0.00277489
internal_count=3910 3676 3168 2879 2584 2057 1739
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=7
num_cat=0
split_feature=4 12 3 2 0 15
split_gain=1.57369e-05 2.01285e-05 3.24007e-05 6.51907e-05 5.048e-05 3.7154e-05
threshold=0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094010000000000024 -0.070174999999999987 -0.089594999999999994
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=-0.01417942928373433 0.0084632025252945799 0.0081241534716146972 0.012564731317671092 -0.022011746908111588 0.021637725222711082 -0.018291337101790407
leaf_weight=0.0011560150700585144 0.0017590758556238597 0.0010686983477610217 0.0015774031863759717 0.0014031155289503999 0.0010637931652952935 0.0010611765685760457
leaf_count=305 426 372 167 796 232 1612
internal_value=0 -0.00206911 0.000198345 -0.00404523 0.00384824 -0.00503695
internal_weight=0 0.0073302 0.00617419 0.00459678 0.00319367 0.00212987
internal_count=3910 3484 3179 3012 2216 1984
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=8
num_cat=0
split_feature=124 52 4 150 47 0 3
split_gain=2.82501e-05 3.85271e-05 9.39276e-05 4.17254e-05 7.05174e-05 5.83488e-05 4.38057e-05
threshold=-0.061329999999999989 0.11110500000000002 -0.23071499999999998 0.087235000000000021 0.09252500000000001 -0.076099999999999987 0.086245000000000016
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=0.00030114579968847934 -0.00063702378877872117 0.0002380239826478823 -0.00016143709767782279 -0.00029983514039361663 -0.00029950957524846913 0.00058846996992265054 0.00033996317190953883
leaf_weight=0.0010414505623214517 0.0010651480078626915 0.001601002885841721 0.0015476567685685286 0.0014946168511777852 0.0014353939381153771 0.0011119590120465756 0.001181217417636247
leaf_count=310 229 639 1508 310 280 523 111
internal_value=0 -3.91464e-05 -9.57762e-05 -1.06305e-05 7.12936e-05 0.00020987 5.55985e-05
internal_weight=0 0.00943699 0.00783599 0.00677084 0.00527623 0.00384083 0.00272887
internal_count=3910 3600 2961 2732 2422 2142 1619
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=9
num_cat=0
split_feature=50 133 12 156 160 16 1 12
split_gain=4.57356e-05 4.71415e-05 6.20075e-05 7.16947e-05 6.36255e-05 6.92985e-05 6.98708e-05 5.11305e-05
threshold=0.084340000000000012 0.088055000000000008 -0.036459999999999992 0.083375000000000019 0.086110000000000006 -0.52908499999999992 0.10786000000000001 0.080120000000000011
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=-0.00036718007016151716 -0.00040195886557999858 -0.00036033256169356394 -0.00014506171759251789 -0.00032808038142981315 -0.00021625588998942636 0.00055915247384105953 0.00075066093797620365 1.5759776248361762e-05
leaf_weight=0.0010375736941786382 0.0010233989060471288 0.0010385079437750045 0.0010432015290595172 0.001060918399371804 0.001063312943481185 0.0011046652190707369 0.0015551488828656279 0.0016755774665901701
leaf_count=353 731 710 117 380 236 111 214 1058
internal_value=0 3.41318e-05 8.20984e-05 0.00014423 0.000222014 0.000308658 0.000417834 0.000231664
internal_weight=0 0.00957891 0.0085404 0.00750282 0.00644191 0.00537859 0.00433539 0.00278024
internal_count=3910 3179 2469 2116 1736 1500 1383 1169
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=7
num_cat=0
split_feature=11 2 0 3 3 0
split_gain=1.52783e-05 2.43679e-05 3.56269e-05 4.22141e-05 3.05057e-05 2.81938e-05
threshold=0.077330000000000024 0.091985000000000011 -0.053834999999999994 -0.074234999999999982 0.088060000000000013 -0.13506999999999997
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=0.015837069756214302 -0.011702073676361295 0.016782803159080584 -0.020384043500628873 -0.0091160324257620745 -0.0087139131026472208 0.012723190113756694
leaf_weight=0.0011748077064894626 0.0010000734365191036 0.0017371311425667876 0.0010240437765649093 0.0016030879068659194 0.001574296574213218 0.0010052640806307335
leaf_count=1629 279 1038 200 409 195 160
internal_value=0 0.0013972 -0.00444048 0.00143695 0.00653876 -0.000359797
internal_weight=0 0.00811863 0.00380194 0.0027779 0.00431669 0.00257956
internal_count=3910 3631 2238 2038 1393 355
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=8
num_cat=0
split_feature=1 42 160 52 0 4 4
split_gain=2.49023e-05 3.16378e-05 3.26737e-05 7.18118e-05 3.14616e-05 5.62423e-05 1.75552e-05
threshold=0.12864500000000004 0.092635000000000009 0.084835000000000008 -0.087604999999999988 -0.15291499999999997 -0.0021099999999999995 -0.23071499999999998
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=-0.00053862757207929742 0.00022416326296113617 -0.00036166900055740683 0.0002715593935209013 0.00028804992316607686 -3.0845101205318316e-05 -0.0003395457612259401 0.00032641948829562094
leaf_weight=0.0010136848274541433 0.0015578264482207374 0.0010645139204102623 0.0013841105003735655 0.001360943228587954 0.001051848712483604 0.0015874124136850349 0.0010633879151854858
leaf_count=492 331 706 412 189 78 467 1235
internal_value=0 -4.54433e-05 -3.27525e-07 -6.22502e-05 3.31161e-05 -6.05872e-05 0.000148762
internal_weight=0 0.0085259 0.00746139 0.00607728 0.00506359 0.00370265 0.00211524
internal_count=3910 3579 2873 2461 1969 1780 1313
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=1.64966e-05 2.19852e-05 3.69748e-05 3.24092e-05 3.97968e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0089228111147668272 0.0086317096287450625 -0.016831655935388979 0.0043077650323351908 0.015420232929945869 -0.019093194114028392
leaf_weight=0.001446859199888793 0.0017690424967975208 0.0017894577903743401 0.0018564971649773112 0.0010634368068435118 0.0011942369222683298
leaf_count=558 426 539 1784 410 193
internal_value=0 -0.00212442 -0.00483187 0.000387441 -0.00485275
internal_weight=0 0.00735049 0.00590363 0.00411417 0.00305073
internal_count=3910 3484 2926 2387 1977
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=8
num_cat=0
split_feature=4 16 43 47 3 3 52
split_gain=1.42833e-05 3.15434e-05 3.70269e-05 2.73255e-05 4.72491e-05 4.049e-05 2.42174e-05
threshold=0.0057500000000000008 0.22945500000000005 -0.080569999999999989 0.09252500000000001 -0.069909999999999986 0.11265500000000002 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -4
right_child=3 -3 6 -5 5 -7 -8
leaf_value=-0.023264330345726048 -0.0070193519191031938 0.011220366383551275 -0.012711677888385521 -0.0078664417428760784 0.032277132710262085 0.0041148286149882826 0.0078952727377351335
leaf_weight=0.0011531098889905876 0.0011775981253438761 0.0010411422978495416 0.0010315310946592716 0.0013845655911633244 0.0010164398134799516 0.0010256739255880786 0.0012754424428802244
leaf_count=858 381 364 356 229 347 160 1215
internal_value=0 -0.00404042 -0.00863241 0.00388132 0.00893318 0.0181323 -0.00131884
internal_weight=0 0.00450123 0.00346008 0.00460428 0.00321971 0.00204211 0.00230697
internal_count=3910 2793 2429 1117 888 507 1571
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=7
num_cat=0
split_feature=4 13 0 43 16 2
split_gain=1.44734e-05 3.26156e-05 5.02006e-05 3.82559e-05 3.34631e-05 2.35077e-05
threshold=0.17888000000000001 -0.13934999999999997 -0.017269999999999997 -0.079109999999999986 -0.057604999999999996 0.10796500000000002
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=-0.017592713432894907 0.015375404649565983 -0.01994651675518384 0.017687833119107019 -0.011570259514520079 0.011186237646562517 -0.0031261589023673258
leaf_weight=0.0011881786083933104 0.0013598591394097948 0.0011821171793150102 0.0013103559503953692 0.0011099250806745093 0.0015465784162211106 0.0013873858304141002
leaf_count=204 277 1030 307 1030 744 318
internal_value=0 -0.00265841 0.000787828 -0.00498118 0.00167825 0.00603193
internal_weight=0 0.00633716 0.00514898 0.00383862 0.0026565 0.00274724
internal_count=3910 3315 3111 2804 1774 595
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=7
num_cat=0
split_feature=1 4 47 0 52 4
split_gain=1.27852e-05 2.47321e-05 1.9255e-05 3.27441e-05 8.51455e-05 1.16082e-06
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 -0.087614999999999985 -0.0066199999999999991 0.10597500000000001
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=0.0023767504296489002 -0.0050044141492635837 -0.017237722251774581 -0.0081512633513995802 -0.0054899271851009063 0.02960913397647888 -0.0033449543745341665
leaf_weight=0.0015248514722579637 0.0014070985967786173 0.0011113846991806168 0.0010006363582849844 0.0015768364088673474 0.0014358842494424425 0.0010094202576692473
leaf_count=422 246 1586 289 949 325 93
internal_value=0 -0.00589232 0.00237702 0.00606741 0.0124776 -0.00573761
internal_weight=0 0.00263624 0.00642988 0.00441982 0.00284298 0.00201006
internal_count=3910 2008 1902 1520 571 382
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=8
num_cat=0
split_feature=11 2 150 3 12 52 2
split_gain=3.02399e-05 2.7673e-05 3.86012e-05 3.72001e-05 5.06348e-05 3.42793e-05 3.65653e-05
threshold=0.077330000000000024 0.097940000000000013 0.086420000000000011 -0.015794999999999997 0.091555000000000011 -0.048794999999999991 0.11339500000000001
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=0.00051183617284442237 -0.00031150319821913558 0.00045196577380245703 -0.00040454324921882515 -0.00017249472378412915 -0.00010427778266997889 0.00025008263924780253 -0.0001929544906378054
leaf_weight=0.00103611938268801 0.0011002638385805815 0.001086785089850949 0.0010193085951092501 0.0019272135748926054 0.001015472043885763 0.0015339615557790718 0.001343531284144984
leaf_count=1359 279 404 230 334 666 284 354
internal_value=0 3.29388e-05 -6.40955e-05 2.3122e-05 0.000206879 0.000155278 4.3224e-05
internal_weight=0 0.00896239 0.00499811 0.00397881 0.00205159 0.00396428 0.00287749
internal_count=3910 3631 2589 2359 2025 1042 638
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=1.31013e-05 3.09583e-05 3.35729e-05 5.79249e-05 4.31361e-05 4.96873e-05 5.43951e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.10796500000000002
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=0.016055315556392495 0.010711798105982518 -0.017745341973676151 -0.018186073316363498 -0.023103915933874935 0.018838976641448263 0.023393919526106182 -0.0082035133068675097
leaf_weight=0.0012204484162770318 0.0010095232042796288 0.001010118971996714 0.0013404467119115453 0.0010786476469352236 0.0012129982784145812 0.0010040206989638035 0.0011912411703091643
leaf_count=320 206 401 913 337 1374 182 177
internal_value=0 -0.00137274 0.00097385 -0.00218473 0.00256697 -0.00301548 0.00624783
internal_weight=0 0.00805792 0.0070478 0.00582735 0.00474871 0.00353571 0.00219526
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=8
num_cat=0
split_feature=47 43 52 2 15 49 3
split_gain=1.97794e-05 4.09467e-05 4.18246e-05 3.76656e-05 4.90855e-05 4.86563e-05 3.8323e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.099015000000000006 -0.0063699999999999989 -0.029304999999999998 0.11476000000000001
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=0.00039237698357954181 -0.00025913365557877989 4.5412398802630945e-05 -0.00027525176655991966 0.00050054378320455741 0.00023904466802394294 -0.00052926811055520502 -1.7040902770746301e-06
leaf_weight=0.001044478050683491 0.0010312236745915445 0.0011381687603136603 0.0018857776168210421 0.0011879376692929288 0.0012859323209420816 0.001127597438894597 0.001149084295444764
leaf_count=248 179 216 1139 571 722 669 166
internal_value=0 2.78607e-05 -2.11108e-05 6.02741e-05 -6.69311e-05 -0.000240587 0.000253595
internal_weight=0 0.00881898 0.0077745 0.00588872 0.0035517 0.00226577 0.00233702
internal_count=3910 3731 3483 2344 1607 885 737
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=7
num_cat=0
split_feature=12 16 2 1 3 42
split_gain=2.86384e-05 4.51133e-05 4.11855e-05 6.07463e-05 3.9737e-05 3.78865e-05
threshold=0.051320000000000005 -0.25582999999999995 0.083795000000000022 0.10593500000000002 0.0066850000000000008 0.084685000000000024
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=0.00036422355962843571 0.00014670402485161813 -0.00042730537773779818 3.0273358884023932e-05 0.00023613016146565644 -0.00051384072764340495 2.6167019646216432e-05
leaf_weight=0.0015220555926416289 0.001605379975353921 0.0019156243331612784 0.0010077427396167787 0.001920032800966131 0.001057581488745447 0.0011239406557402745
leaf_count=265 247 1297 183 386 217 1315
internal_value=0 -0.00011919 8.98472e-05 -1.49405e-05 -0.000248349 -0.000259625
internal_weight=0 0.00464494 0.00550741 0.00398536 0.00206532 0.00303956
internal_count=3910 2859 1051 786 400 2612
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=8
num_cat=0
split_feature=1 42 160 49 160 16 13
split_gain=1.4819e-05 3.17982e-05 3.36686e-05 6.59837e-05 3.60395e-05 4.58746e-05 1.11165e-05
threshold=0.12864500000000004 0.092145000000000019 0.084835000000000008 -0.0019649999999999997 -0.075234999999999982 -0.15168999999999996 -0.0086549999999999978
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=-0.023098361188230651 0.0094142541113113685 -0.018357851551551847 0.015727202503772238 0.019220808309073953 0.014708876841879097 -0.0031182812560212477 -0.017736395203685772
leaf_weight=0.0012216895408848107 0.0014039826625734655 0.0010033037998516004 0.0012234549987482773 0.0010627143497669738 0.0010752432955148982 0.001000076991098036 0.0010841828446632221
leaf_count=469 331 727 409 523 135 685 631
internal_value=0 -0.00176023 0.000737373 -0.00263142 0.00329065 -0.00206754 -0.0107223
internal_weight=0 0.00767067 0.00666736 0.00544391 0.00422222 0.0031595 0.00208426
internal_count=3910 3579 2852 2443 1974 1451 1316
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=8
num_cat=0
split_feature=376 43 4 47 1 48 16
split_gain=2.23367e-05 3.48975e-05 4.86806e-05 4.15044e-05 4.11794e-05 5.36376e-05 5.90049e-05
threshold=0.048375000000000008 -0.18906999999999999 -0.23071499999999998 0.09252500000000001 1.0000000180025095e-35 0.086065000000000016 -0.029944999999999996
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=0.00028631448682053622 0.00025781419364554533 -0.00047057844841709136 -0.00027113187347775527 -0.00036199347666674282 0.00050411302515007987 -0.00022194827727991409 -4.6360536705699662e-05
leaf_weight=0.0011165555384509869 0.0011097902579328507 0.0010798226445072933 0.0011955280679043613 0.0011363640732697739 0.0018027532175001529 0.0011419720765643263 0.0012803374219380324
leaf_count=250 206 264 1701 325 634 164 366
internal_value=0 -3.74694e-05 -8.48091e-05 -2.12792e-05 5.01476e-05 0.000141057 0.000275514
internal_weight=0 0.00875333 0.00763678 0.00655695 0.00542059 0.00422506 0.00308309
internal_count=3910 3704 3454 3190 2865 1164 1000
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=7
num_cat=0
split_feature=147 52 0 2 0 13
split_gain=1.39769e-05 3.01364e-05 3.62472e-05 3.95416e-05 4.67401e-05 2.95028e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.06402999999999999 1.0000000180025095e-35 -0.14733499999999997 -1.0000000180025095e-35
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=-0.020946915601562976 0.011105437511910392 -0.016470123321945345 0.020838199132019931 -0.0087517459058364163 0.015625617259532997 -0.00066607315553381401
leaf_weight=0.0010922032565396232 0.0010021991668351079 0.0011415861723996249 0.0013300891601859465 0.001960978333830131 0.0013132756813219962 0.0012260982539019404
leaf_count=573 234 639 295 266 1599 304
internal_value=0 -0.00141633 0.00106613 -0.00447034 0.00102581 0.0105235
internal_weight=0 0.00806423 0.00692264 0.00436646 0.00327425 0.00255619
internal_count=3910 3676 3037 2438 1865 599
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=7
num_cat=0
split_feature=12 4 4 2 150 1
split_gain=1.36267e-05 3.1013e-05 3.29794e-05 2.59021e-05 4.3059e-05 7.78368e-05
threshold=0.051320000000000005 0.15045000000000003 -0.054534999999999993 0.083795000000000022 0.082590000000000011 0.10593500000000002
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=0.015420064156359319 -0.0019024007312515648 0.0072332670914199192 -0.024856604701792982 -0.026766445301961213 0.016360976287675921 0.0083028443254355745
leaf_weight=0.0013348633113674018 0.0016182938766012476 0.001498355151698081 0.0010207035721062261 0.0011751460168112292 0.0010288518808960105 0.0013715815781020382
leaf_count=265 1390 241 1228 299 210 277
internal_value=0 -0.0042568 -0.0107806 0.00353334 -0.00090431 -0.00787931
internal_weight=0 0.00413735 0.002639 0.00491044 0.00357558 0.00254673
internal_count=3910 2859 2618 1051 786 576
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=7
num_cat=0
split_feature=376 43 52 13 1 15
split_gain=1.1167e-05 3.03228e-05 3.57714e-05 3.36301e-05 5.19564e-05 4.33487e-05
threshold=0.048375000000000008 -0.18906999999999999 0.10898500000000001 -0.083514999999999992 0.11183500000000002 -0.021529999999999997
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=0.014744647964657593 0.0098965503028154 0.0099455333154675335 -0.02075826539495149 0.012363129642172678 -0.023118736509573357 -0.013159414524825472
leaf_weight=0.0010299344408504522 0.0010073168442219184 0.0019935806364871451 0.0010386662259358626 0.0015898664717743515 0.0012225719553434185 0.0011445370533020916
leaf_count=250 206 936 612 623 238 1045
internal_value=0 -0.00127416 -0.0036347 -0.00064579 -0.00598185 0.00168018
internal_weight=0 0.00801916 0.00698922 0.00595056 0.00395698 0.0027344
internal_count=3910 3704 3454 2842 1906 1668
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 12
split_gain=2.03653e-05 5.15667e-05 5.56318e-05 3.36143e-05 5.33485e-05 4.22868e-05 2.2107e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 0.080120000000000011
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=0.00043300652549138104 -0.00026175749070586027 0.00030173188748196375 -0.00039582691935776765 0.00047719284099155074 -7.8222222774226527e-05 -0.00028711221507549069 -9.644905802285098e-05
leaf_weight=0.0010494853354928576 0.0010696010830801772 0.0011546650346105345 0.0013276241603949876 0.0014043350616162538 0.0012627233231411916 0.0018523625815779995 0.0010006526345161604
leaf_count=248 179 243 494 507 173 1330 736
internal_value=0 2.43422e-05 -2.92529e-05 4.36597e-05 0.000214231 -6.9853e-05 0.000116868
internal_weight=0 0.00905185 0.00800236 0.00667474 0.00266706 0.00400768 0.00215532
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=7
num_cat=0
split_feature=147 0 49 2 49 2
split_gain=1.2745e-05 2.44545e-05 4.21216e-05 5.99924e-05 5.76804e-05 4.17823e-05
threshold=1.0000000180025095e-35 -0.06402999999999999 1.0000000180025095e-35 0.081110000000000015 -0.006494999999999999 0.10113500000000002
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=-0.017726549694543601 0.010609000060741235 0.014684976500761809 -0.023376644541926155 -0.0081034472211073075 0.021939448296772867 -0.0097539202706737899
leaf_weight=0.0013793357860228243 0.0010010312279665192 0.0019145118807278433 0.0010566672179492314 0.0011833268276521206 0.0013894434561856624 0.0011023762750825765
leaf_count=715 234 325 689 389 1156 402
internal_value=0 -0.00135759 -0.00564162 -0.000899841 0.00812144 0.00575496
internal_weight=0 0.00802566 0.00500877 0.00395211 0.00257277 0.00301689
internal_count=3910 3676 2949 2260 1545 727
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=8
num_cat=0
split_feature=11 48 2 2 52 13 3
split_gain=2.90716e-05 2.9151e-05 4.73384e-05 6.71074e-05 5.64282e-05 8.51652e-05 0.000100214
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10113500000000002 -0.092854999999999979 -0.077154999999999987 -0.00088499999999999983
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=-0.00039868979642604082 -0.00030651712788041027 0.00030361858968148178 0.00032462229825235407 -0.00053568055828366644 0.00055640790190176971 -0.00041518756640935732 0.00031567807086431638
leaf_weight=0.0010450527024054171 0.0010807666901623209 0.0013139432945409469 0.0013157524627315058 0.0010535423004290126 0.0011784419200716167 0.0015224141140795125 0.0013707286981672058
leaf_count=409 279 339 471 276 921 1073 142
internal_value=0 3.42462e-05 -1.30345e-05 -8.50377e-05 7.75199e-06 0.000112073 -6.89141e-05
internal_weight=0 0.00879988 0.00748593 0.00617018 0.00511664 0.00407158 0.00289314
internal_count=3910 3631 3292 2821 2545 2136 1215
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=8
num_cat=0
split_feature=11 49 160 12 47 16 1
split_gain=3.32983e-05 3.2466e-05 3.9368e-05 3.91595e-05 6.82302e-05 7.17227e-05 4.13009e-05
threshold=0.077330000000000024 0.093425000000000022 0.087825000000000014 0.098845000000000016 0.086425000000000016 -0.15168999999999996 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0006520973247729707 -0.00032484018370554948 0.00036333143081196937 -0.00036327865898202013 -0.00025373120594168562 -0.00031495617964328958 0.00026078231638192525 -0.00018394813901750608
leaf_weight=0.0011383260625639604 0.0011043130932365435 0.0010310507361513078 0.0010343542751873333 0.0013442314821476217 0.0011153774230453373 0.0019993509144747364 0.0013415167334694784
leaf_count=306 279 521 334 351 238 1319 562
internal_value=0 3.59178e-05 -6.42181e-06 4.67742e-05 0.000118978 0.000227033 8.2202e-05
internal_weight=0 0.00900421 0.00797316 0.0069388 0.00559457 0.00447919 0.00334087
internal_count=3910 3631 3110 2776 2425 2187 1881
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=9
num_cat=0
split_feature=50 42 51 16 4 4 43 16
split_gain=3.86998e-05 4.23897e-05 4.69469e-05 5.56087e-05 8.63585e-05 7.86697e-05 5.38818e-05 3.86626e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.0021050000000000005 0.17888000000000001 -0.062599999999999989 -0.52908499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.00029832703935267431 -0.00037084399791590436 -0.00025822763413930436 -0.00045635521792978981 0.00046642008886299205 0.00079457041280305203 -5.6068903264863702e-05 -0.00012959254023986447 0.00046587771879759974
leaf_weight=0.001270467341886925 0.0010036876965778584 0.0012728766765776368 0.0011047849868922625 0.0010053676207011728 0.0010526611695817222 0.0011804967265308737 0.0013886538769075679 0.0010145660187309883
leaf_count=862 755 478 219 465 174 146 543 268
internal_value=0 3.4443e-05 8.71618e-05 0.000152327 0.00032651 -2.96074e-05 0.000120703 0.000185177
internal_weight=0 0.00928987 0.00801941 0.00674653 0.00344668 0.00329985 0.00239402 0.00219506
internal_count=3910 3155 2293 1815 1182 633 1008 414
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=7
num_cat=0
split_feature=12 4 3 457 2 3
split_gain=1.38302e-05 2.89112e-05 3.36645e-05 2.65268e-05 6.20591e-05 5.27484e-05
threshold=0.051320000000000005 0.08734500000000002 -0.08348499999999999 0.084485000000000018 0.083795000000000022 0.090325000000000003
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=0.02721129389328221 -7.6666006731610794e-05 0.0058720545887108785 -0.023432584556773661 -0.01086918378938186 0.016251931505860642 -0.011870437568590667
leaf_weight=0.0011167798875744333 0.0013015381573975814 0.0016713743565259049 0.0011736040468145021 0.0010125957396182345 0.0011070492151729573 0.0016777999702177315
leaf_count=235 1238 299 1322 171 341 304
internal_value=0 -0.00428937 -0.011151 0.00355263 0.00729554 -0.000691072
internal_weight=0 0.00414652 0.00247514 0.00491422 0.00390163 0.00278485
internal_count=3910 2859 2560 1051 880 645
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=7
num_cat=0
split_feature=2 4 3 49 43 0
split_gain=1.65258e-05 3.38566e-05 4.17855e-05 4.58708e-05 4.72927e-05 2.78333e-05
threshold=0.10946500000000002 -0.08422499999999998 0.090325000000000003 -1.0000000180025095e-35 -0.074254999999999988 -0.13506999999999997
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=-0.014601079709648281 -0.0019295466070483646 -0.017569006692867418 0.019144228630528094 0.021013349732638305 -0.0087345066469671391 0.018792599985911117
leaf_weight=0.0017605076878457401 0.0015834605969455605 0.0014011969978035234 0.0010580169899152211 0.0010386384360022009 0.0011008491847437302 0.001097386587134603
leaf_count=693 208 521 143 661 1125 559
internal_value=0 -0.00280823 0.00170639 -0.00350433 0.00570693 0.00655292
internal_weight=0 0.00635921 0.0045987 0.00354068 0.00213949 0.00268085
internal_count=3910 3143 2450 2307 1786 767
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=7
num_cat=0
split_feature=49 3 52 3 52 13
split_gain=1.48762e-05 3.44396e-05 8.70364e-05 3.21957e-05 2.37463e-05 2.52645e-05
threshold=-0.029304999999999998 -0.075954999999999981 0.0033900000000000002 -0.0045049999999999995 -0.048794999999999991 -0.009474999999999999
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=0.018817087728020983 -0.02811236622716139 0.015180222776836651 0.0098487194201070782 -0.0044724681619819828 -0.012649967713713142 0.0059908251145193714
leaf_weight=0.0011465598172881999 0.0014080940124746417 0.0011674492191353931 0.0010576423120470322 0.0012307195461925009 0.0012289884584816431 0.00178035604701015
leaf_count=350 1246 323 926 209 549 307
internal_value=0 -0.00245797 -0.0118295 0.00676006 0.00307443 -0.0016219
internal_weight=0 0.00664253 0.00246574 0.00237728 0.00417679 0.00300934
internal_count=3910 3351 2172 559 1179 856
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=7
num_cat=0
split_feature=1 4 3 4 15 15
split_gain=3.25542e-05 4.77409e-05 2.93806e-05 5.80252e-05 3.33512e-05 5.00287e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 0.27223000000000003 -0.017214999999999998 -0.09547499999999999
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=4.0682113672616345e-05 -0.0001858265029922921 -0.00046066322993753488 0.00016867072107091435 0.00052659859585128116 0.00026220856511977026 -0.00032691184400098936
leaf_weight=0.001710499528403272 0.0013992880667461358 0.0012742831337022027 0.0015394335874517684 0.0011445052472525349 0.0016322359169645209 0.0015941345934002513
leaf_count=422 324 1586 202 330 667 379
internal_value=0 -0.000173356 6.9658e-05 0.000130145 3.49368e-05 -8.34461e-05
internal_weight=0 0.00298478 0.0073096 0.00591031 0.0047658 0.00313357
internal_count=3910 2008 1902 1578 1248 581
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=6
num_cat=0
split_feature=42 160 15 42 0
split_gain=1.54161e-05 2.77673e-05 3.06276e-05 3.89946e-05 6.61951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 1.0000000180025095e-35 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.010461198197831917 -0.0095331935271042723 -0.0092705029707803085 0.020528200226949341 -0.010466620764387539 0.019684400521359863
leaf_weight=0.0012239354979609865 0.001737747918000675 0.0013222902239379622 0.0010287019243916855 0.0017494460658908067 0.0019597261163849522
leaf_count=1060 1040 149 642 615 404
internal_value=0 0.00161044 0.00480587 0.00159138 0.00801877
internal_weight=0 0.00779791 0.00606016 0.00503146 0.00328202
internal_count=3910 2850 1810 1168 553
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=7
num_cat=0
split_feature=2 160 16 52 2 2
split_gain=1.41358e-05 3.51798e-05 5.70799e-05 3.53454e-05 2.19603e-05 1.20748e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.15168999999999996 -0.080899999999999986 0.12663500000000003 0.090815000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -5
right_child=4 2 3 5 -6 -7
leaf_value=0.013242296891938827 0.013559658778019491 0.0087107284950620287 -0.0012883842451364784 -0.014368867705815167 -0.00490914326471578 -0.029712085724311655
leaf_weight=0.0011480792494234374 0.0015890773140121357 0.0017320792053177069 0.0014008548800841778 0.0010460287626341898 0.00108231665974457 0.0010064067005368838
leaf_count=861 398 294 617 1084 369 287
internal_value=0 -0.00259679 -0.00610368 -0.0135342 0.00607701 -0.0218924
internal_weight=0 0.00633345 0.00518537 0.00345329 0.00267139 0.00205244
internal_count=3910 3143 2282 1988 767 1371
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.23895e-05 2.67337e-05 2.50039e-05 4.85087e-05 5.78593e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093948539382832652 -0.0094950660683291704 0.018759270151227601 -0.021281348051191796 0.015502011384833706 0.0055917895925538686
leaf_weight=0.0012191290312619264 0.001734068922645395 0.0010326929396234719 0.0013507576052381801 0.0016822791676498975 0.0019692164714571973
leaf_count=1060 1040 195 801 409 405
internal_value=0 0.00144828 0.00459271 0.00166809 -0.00534176
internal_weight=0 0.00776902 0.00603495 0.00500225 0.00331997
internal_count=3910 2850 1810 1615 1206
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=6
num_cat=0
split_feature=1 2 47 0 52
split_gain=1.30333e-05 2.91643e-05 2.13603e-05 3.55085e-05 6.16893e-05
threshold=0.076710000000000014 0.096540000000000015 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.019136384994053377 -0.0034253272436003397 0.0025194915345880739 -0.007280268554508979 -0.0062409871062444403 0.024942514905112012
leaf_weight=0.0010230574304751674 0.0013982860132103669 0.0015858238599480584 0.0016731268337558522 0.0015948254399310892 0.0016968275757106969
leaf_count=1452 251 556 328 982 341
internal_value=0 -0.00597273 0.00242013 0.00588073 0.0121267
internal_weight=0 0.00260888 0.00636307 0.00468994 0.00309511
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=8
num_cat=0
split_feature=12 49 2 1 4 0 12
split_gain=2.41276e-05 4.2534e-05 7.13756e-05 2.96102e-05 7.02873e-05 4.2651e-05 2.91826e-05
threshold=0.051320000000000005 -0.029304999999999998 0.08400500000000001 0.094385000000000011 0.074650000000000008 -0.13027499999999997 0.093375000000000014
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=0.00018691299613773435 0.00023399875370963379 -0.0005651653628519816 0.00023216857209810171 0.00048571871084128205 -8.0979056637702773e-05 -0.00036054060636508094 -0.00021752214175511361
leaf_weight=0.0010722489148828653 0.0010830554159385638 0.0013498712279563451 0.0011061916805541212 0.0016719393876564797 0.0016940483033507986 0.001117214262436844 0.0011131278925411141
leaf_count=129 254 816 1122 317 386 219 667
internal_value=0 -0.000106352 -0.000209629 8.50563e-05 0.000200509 -9.24354e-05 6.62049e-06
internal_weight=0 0.00465225 0.00356919 0.00555545 0.00336599 0.00218946 0.00221932
internal_count=3910 2859 2605 1051 703 348 1789
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=7
num_cat=0
split_feature=52 1 12 151 2 16
split_gain=2.42379e-05 4.55899e-05 3.78727e-05 5.14018e-05 4.5838e-05 6.29102e-05
threshold=-0.048794999999999991 0.10593500000000002 0.10058500000000002 -0.0008699999999999999 0.086650000000000019 -0.27337499999999998
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=-5.5058326118154447e-05 -0.00036735893936637264 0.00040939131323148079 -0.00036877802236604706 -0.0002029327213939437 0.00062869849561686462 1.8558898897315514e-05
leaf_weight=0.001993833629490553 0.0011161349356634404 0.0013714698871213921 0.0013092347580505367 0.0012516967331290779 0.0010450841328263679 0.0017173917044737519
leaf_count=851 345 339 379 1045 221 730
internal_value=0 0.00013422 -7.11128e-05 4.85026e-06 0.000108343 0.000249383
internal_weight=0 0.0033653 0.00643954 0.00513031 0.00401417 0.00276248
internal_count=3910 1190 2720 2341 1996 951
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=7
num_cat=0
split_feature=52 52 12 151 2 16
split_gain=1.28713e-05 4.00206e-05 2.76074e-05 4.8851e-05 3.69649e-05 5.62852e-05
threshold=-0.048794999999999991 -0.088354999999999989 0.10058500000000002 -0.0008699999999999999 0.086650000000000019 -0.23935499999999996
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=-0.0038333439904527193 -0.018761623112988748 0.019554884817859164 -0.016264195704888167 -0.0087916208342588755 0.030929998740120757 0.00056620750390352188
leaf_weight=0.0018904919536099822 0.0010118527313682864 0.0011935232247936862 0.0012039661634924521 0.0011551362892277049 0.0010216882075143282 0.0015168909696194942
leaf_count=849 345 341 379 1045 233 718
internal_value=0 0.00521797 -0.00275172 0.000705583 0.00603841 0.0127866
internal_weight=0 0.00308402 0.00590953 0.00470557 0.00369372 0.00253858
internal_count=3910 1190 2720 2341 1996 951
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=8
num_cat=0
split_feature=47 43 52 2 52 49 0
split_gain=3.70665e-05 4.89458e-05 5.15929e-05 6.04906e-05 4.66162e-05 0.000132101 3.43234e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 -0.087094999999999992 -0.029304999999999998 -0.14808999999999997
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=0.00042252833071080719 -0.00034799132312979774 -0.00046638551935507331 -0.00043285301306547147 -4.663957433678092e-06 0.00057428743062108538 -0.00029599601304033002 0.00041361395938555978
leaf_weight=0.0010944611643762129 0.0010973009544756286 0.0010860428625944227 0.0010144747895801847 0.0012679479275345593 0.0010321041498987742 0.0019143408457385053 0.0018617514416619531
leaf_count=248 179 436 560 141 192 1470 684
internal_value=0 3.31166e-05 -1.90069e-05 3.96115e-05 -0.000119139 8.85378e-06 0.000244155
internal_weight=0 0.00927112 0.00817666 0.00716219 0.00403249 0.00294644 0.0031297
internal_count=3910 3731 3483 2923 2098 1662 825
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=7
num_cat=0
split_feature=15 484 51 12 12 3
split_gain=1.30224e-05 2.92634e-05 2.98221e-05 2.5607e-05 5.24328e-05 4.07243e-05
threshold=0.079360000000000014 0.073820000000000011 0.013805000000000001 0.10333000000000002 0.088375000000000023 0.076695000000000013
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=0.0081245810641743573 -0.010192384080522018 0.016877565098042543 0.011250082645328646 0.0097485987775119548 -0.026324729314222167 -0.015058286770007926
leaf_weight=0.0018681317217361818 0.0011044002712740078 0.0010579941861031854 0.0015406492769375387 0.0010118862765099521 0.0011386634570537514 0.0012748250279033897
leaf_count=730 1436 417 427 184 495 221
internal_value=0 0.00140131 -0.000994563 -0.00455831 -0.00793949 -0.0012787
internal_weight=0 0.00789215 0.00683416 0.00529351 0.00428162 0.00314296
internal_count=3910 2474 2057 1630 1446 951
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=7
num_cat=0
split_feature=1 3 3 3 48 3
split_gain=1.12904e-05 3.42003e-05 3.15958e-05 5.22053e-05 2.85074e-05 3.92947e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.11265500000000002 0.085845000000000019 0.086245000000000016
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=0.011050454646518139 -0.0088847542363873541 -0.013036704453927845 0.026938067179247877 -0.0015885257189854375 -0.022300125207670673 0.010990823058191795
leaf_weight=0.001270668725588718 0.0012808607793767871 0.0015784501499165908 0.0010968232549563445 0.0015454577130823823 0.0010095224855965657 0.0011966336193884753
leaf_count=292 249 2207 348 262 411 141
internal_value=0 -0.0031446 0.00400474 0.010253 -0.00791054 -0.00267588
internal_weight=0 0.00505527 0.00392314 0.00264228 0.00378461 0.00277508
internal_count=3910 3051 859 610 2759 2348
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=7
num_cat=0
split_feature=49 15 3 0 12 4
split_gain=1.18047e-05 3.10885e-05 2.55093e-05 2.68311e-05 4.49282e-05 2.46388e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.13309499999999996 -0.032484999999999993 0.090195000000000011 0.08734500000000002
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=0.017857479016777946 -0.014265740488687723 -0.0050965161423166226 0.0058462550657487396 -0.011706071815945995 0.023255206462910519 -0.01308095317635645
leaf_weight=0.0011468673096585215 0.0013827201353443699 0.0012152803705439781 0.0018519430725468401 0.0012585189028743587 0.0010102569555018289 0.001094106036616433
leaf_count=228 324 331 1398 233 1099 297
internal_value=0 0.00604808 -0.00219008 0.00101181 0.00505742 -0.00118295
internal_weight=0 0.00236215 0.00659755 0.00521482 0.00395631 0.00294605
internal_count=3910 559 3351 3027 2794 1695
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=6
num_cat=0
split_feature=4 0 2 3 1
split_gain=1.36898e-05 2.40016e-05 4.10888e-05 3.95982e-05 3.53348e-05
threshold=0.27608500000000008 -0.06402999999999999 0.10113500000000002 0.086245000000000016 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.026090648841432335 0.0078856661170456036 0.014310356086157114 -0.010272836565284535 0.0040168868549213879 -0.0015074215812392164
leaf_weight=0.0013352445184392516 0.0017609982246486596 0.0018097136468835768 0.00108905643767777 0.0019088601415554731 0.0010401662279602936
leaf_count=2278 441 290 344 216 341
internal_value=0 -0.0019529 0.00507455 -0.00670772 -0.0153259
internal_weight=0 0.00718304 0.00289877 0.00428427 0.00237541
internal_count=3910 3469 634 2835 2619
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=6
num_cat=0
split_feature=4 151 16 52 12
split_gain=1.11021e-05 2.40594e-05 4.54622e-05 2.8628e-05 1.60725e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.095609999999999987 -0.098644999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0099504013292409585 0.0071015330087652821 -0.018221104277986802 -0.012375950373045438 0.012410915889445739 -0.0027873844699328027
leaf_weight=0.0014090900034111906 0.001759957513577718 0.0017239326154811366 0.0011242352477632985 0.0017625338729715611 0.0011496860844340947
leaf_count=556 441 526 554 255 1578
internal_value=0 -0.00176225 -0.00462736 0.0011784 0.00641093
internal_weight=0 0.00716948 0.00576039 0.00403646 0.00291222
internal_count=3910 3469 2913 2387 1833
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=6
num_cat=0
split_feature=43 52 0 13 43
split_gain=1.58417e-05 4.14191e-05 5.40373e-05 7.08351e-05 3.90912e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.15137999999999999 -0.11267999999999999 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-8.4304148849563275e-05 -0.00035046294234080137 0.00030726513288137721 0.00024929666694865042 -0.0003637643851816498 0.00033460822604505211
leaf_weight=0.0019489957908598748 0.0014912375933577617 0.0016766587752496663 0.0011700913274120999 0.0019032057653274727 0.001527762922289256
leaf_count=655 427 231 182 1246 1169
internal_value=0 -6.53823e-05 2.41182e-05 -0.000130355 9.9775e-05
internal_weight=0 0.00624119 0.00474996 0.0030733 0.00347676
internal_count=3910 2086 1659 1428 1824
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=6
num_cat=0
split_feature=43 52 16 2 43
split_gain=1.14739e-05 3.18222e-05 5.08797e-05 3.22431e-05 2.59694e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.003171238467772325 -0.015968331876068428 -0.01771781334919284 0.01942849194992952 0.0029107598667241002 0.014999303209135284
leaf_weight=0.0017969855173049091 0.0013736577641109537 0.0012304625049732038 0.001160015901539151 0.0019720916784939108 0.0013988232763731444
leaf_count=655 427 857 228 574 1169
internal_value=0 -0.00269489 0.00148457 -0.005015 0.00478211
internal_weight=0 0.00573623 0.00436257 0.00320255 0.00319581
internal_count=3910 2086 1659 1431 1824
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=6
num_cat=0
split_feature=49 3 12 3 52
split_gain=1.00094e-05 3.13728e-05 2.20587e-05 4.72337e-05 4.30086e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093375000000000014 0.096385000000000012 0.067395000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.017588854779425799 -0.00029179875320169347 -0.0055322430104251391 -0.011466238159083387 -0.012205583289529445 0.023958158284371943
leaf_weight=0.0011300543370544778 0.0019633641091664255 0.0012209077236408753 0.0017966087904072049 0.0016410956476515491 0.0011655303197930641
leaf_count=350 1305 209 959 275 812
internal_value=0 0.00558155 -0.00202233 0.0015347 0.00874144
internal_weight=0 0.00235096 0.0065666 0.00476999 0.00312889
internal_count=3910 559 3351 2392 2117
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=8
num_cat=0
split_feature=15 47 43 16 2 15 2
split_gain=3.42349e-05 3.03199e-05 4.51701e-05 6.40596e-05 5.38824e-05 5.31619e-05 7.88956e-06
threshold=-0.24219999999999997 0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 -0.0063699999999999989 0.085005000000000011
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=0.00029593437319910078 0.00037186469858562052 -0.00035613229221659017 -0.00019807316658444022 -0.00045750506748886804 0.00029569894608445741 0.00015317689153909124 -0.00044192342840433852
leaf_weight=0.0013209873750873189 0.0010804561379176413 0.0010447878543381238 0.0010194042390320724 0.0012677059633319611 0.0019323046768315957 0.0016507241240610714 0.0010210472417220508
leaf_count=317 228 175 301 475 509 1326 579
internal_value=0 -4.20554e-05 -8.9147e-07 -5.93352e-05 3.04246e-05 -0.000108445 -0.000320096
internal_weight=0 0.00901643 0.00797164 0.00689119 0.00562348 0.00369118 0.00204045
internal_count=3910 3593 3418 3190 2715 2206 880
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=7
num_cat=0
split_feature=4 151 16 2 0 0
split_gain=2.37794e-05 2.39505e-05 4.66867e-05 3.71725e-05 3.48046e-05 3.32351e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.085924999999999987 0.106285 -0.032484999999999993 -0.11756999999999999
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=0.00017237694342553674 0.00019818452549073042 -0.00058849800564967237 8.7144648651650368e-05 0.00032434456766173387 -0.00034115623782763959 -0.0001005126751247598
leaf_weight=0.0015342914161330795 0.0018847670102842802 0.0010337941937157914 0.0017328351894651867 0.0011293482352985641 0.0012597642524687163 0.0011156883227522577
leaf_count=558 426 196 1464 396 193 677
internal_value=0 -4.72117e-05 -0.000100934 2.12348e-05 -9.31528e-05 -0.000335209
internal_weight=0 0.00780572 0.00627143 0.00412195 0.0029926 0.00214948
internal_count=3910 3484 2926 2053 1657 873
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=9
num_cat=0
split_feature=124 13 51 484 1 1 49 42
split_gain=3.0081e-05 2.77811e-05 3.80514e-05 4.77613e-05 2.52386e-05 5.24859e-05 3.19058e-05 4.69648e-05
threshold=-0.061329999999999989 -0.23438999999999996 0.08955500000000001 0.073820000000000011 0.12485500000000001 0.10884000000000001 -1.0000000180025095e-35 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.00031826995552193906 0.00024396905643771992 0.00023986652046061762 -0.00039074858709482843 0.00037340806025161553 0.00018893699413186326 -0.0004978356158165299 -0.00038502885452578709 0.00016580733394911236
leaf_weight=0.0010122831110464326 0.0011769941903523986 0.0011552648178654542 0.0012657307562829448 0.0010083412073359412 0.0010376447414444847 0.0012299184066231171 0.0014279140447230861 0.0010203259847492512
leaf_count=310 178 397 398 389 118 175 975 970
internal_value=0 -3.76157e-05 -7.83054e-05 -2.08195e-05 -8.85272e-05 -0.000148093 -2.87224e-05 -0.000155463
internal_weight=0 0.00932213 0.00814514 0.00687941 0.00587107 0.00483342 0.0036035 0.00244824
internal_count=3910 3600 3422 3024 2635 2517 2342 1945
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=8
num_cat=0
split_feature=47 43 16 12 15 15 4
split_gain=1.91978e-05 5.42828e-05 5.08865e-05 3.55183e-05 5.33639e-05 2.8329e-05 2.72689e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.080120000000000011 -0.015439999999999997 -0.10071499999999999 0.17888000000000001
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=0.00044061867371786583 -0.00026367103881251 0.00018304113895312353 -0.00036299062184034136 -0.00035468881502385074 0.00049098237070439757 -0.00022193142839292329 7.5545394213198566e-05
leaf_weight=0.00104584290211133 0.0010126284102168733 0.0014656449136855069 0.0014742535979117011 0.0012062143557514165 0.0012437355857590864 0.0012143580872601804 0.0010677848088860447
leaf_count=248 179 350 504 2009 197 247 176
internal_value=0 2.15575e-05 -3.55688e-05 4.23149e-05 0.000155316 -4.59294e-07 -0.000152667
internal_weight=0 0.00871783 0.00767199 0.00619774 0.00392374 0.00268 0.002274
internal_count=3910 3731 3483 2979 794 597 2185
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=7
num_cat=0
split_feature=4 42 15 160 16 1
split_gain=1.95347e-05 3.10597e-05 3.94528e-05 4.24256e-05 3.9503e-05 5.56513e-05
threshold=0.27608500000000008 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.0063350000000000012 0.094385000000000011
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=0.00041696559053900018 0.00017150363525723694 -0.00028118517838124406 -0.00029925398592346269 -0.00013466842223248076 -0.00028140537661182303 0.00045339241756224205
leaf_weight=0.0011882970885069804 0.0019323980555222857 0.0017241592242418597 0.0012241621567999515 0.0013338157136051469 0.0013212384786353594 0.0011540356934490973
leaf_count=465 441 1261 840 375 321 207
internal_value=0 -4.83103e-05 1.62256e-05 9.35056e-05 -7.40215e-06 0.000138114
internal_weight=0 0.00794571 0.00622155 0.00499739 0.00380909 0.00248785
internal_count=3910 3469 2208 1368 903 582
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=6
num_cat=0
split_feature=4 151 4 13 47
split_gain=1.18006e-05 1.99076e-05 3.95603e-05 2.89749e-05 2.83914e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 -0.0016149999999999999 0.092255000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0087858072833965958 0.0072825244821394164 0.011976243668216474 -0.02258032152256742 -0.0067866321976092509 -0.00086556373663770512
leaf_weight=0.0014212070481404429 0.0017734052083393549 0.0016802974940661394 0.001503395127825229 0.0016132441050184711 0.0010043584710120066
leaf_count=556 441 1479 621 635 178
internal_value=0 -0.00182137 -0.00441993 0.0027858 -0.0138835
internal_weight=0 0.0072225 0.0058013 0.00329354 0.00250775
internal_count=3910 3469 2913 2114 799
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=7
num_cat=0
split_feature=151 16 0 3 1 2
split_gain=1.1984e-05 3.46541e-05 3.61209e-05 4.29577e-05 3.53753e-05 2.31495e-05
threshold=-0.084129999999999996 -0.50388999999999984 -0.075584999999999986 0.076695000000000013 0.095575000000000007 0.097575000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0095719842522323101 0.017311299880843102 -0.019497562738050055 0.021793299141869518 -0.011110104671538416 0.001301888056098665 0.0017694050918984569
leaf_weight=0.0011469111000487588 0.0011618530258050014 0.0016054769970477753 0.0013566311713842484 0.0010412154139381466 0.0016664792112756296 0.0010051195837518841
leaf_count=423 242 1787 435 175 340 508
internal_value=0 0.00137248 -0.00140187 0.00581138 -0.00890395 0.0132715
internal_weight=0 0.00783678 0.00667492 0.00340297 0.00327196 0.00236175
internal_count=3910 3487 3245 1118 2127 943
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=8
num_cat=0
split_feature=47 43 2 1 4 52 16
split_gain=2.10966e-05 4.15676e-05 4.56946e-05 5.76555e-05 3.52546e-05 3.18132e-05 1.99496e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 0.076710000000000014 -0.0010999999999999996 -0.048794999999999991 -0.38486499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=0.00039567300020497994 -0.00026847209424175412 -0.00056739894854751396 0.00043585757876321503 0.00021786628473193377 -0.00020454209839188101 0.00023660129446818361 -0.00011902145516288501
leaf_weight=0.0010500989818165484 0.0010181326956164314 0.0010102799419392256 0.0010182027662896894 0.0013020559220369614 0.0018235214383345057 0.0010196841778292241 0.0014966305131318646
leaf_count=248 179 1408 446 683 377 240 329
internal_value=0 2.98e-05 -2.02892e-05 -0.000160195 -2.85748e-05 0.00014342 2.50873e-05
internal_weight=0 0.00872047 0.00767037 0.00413586 0.00312558 0.00353452 0.00251631
internal_count=3910 3731 3483 2468 1060 1015 569
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=7
num_cat=0
split_feature=3 151 4 0 0 4
split_gain=1.23572e-05 2.4668e-05 3.85731e-05 3.20561e-05 4.46583e-05 3.23142e-05
threshold=0.13772500000000001 -0.084129999999999996 0.28937500000000005 -0.070894999999999986 -0.10575999999999998 -0.23071499999999998
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=-0.015814145907143161 0.0088771993432776881 -0.00091115285900467266 0.016526649371076892 -0.008264659659240961 -0.026803696075836905 0.015101062121095431
leaf_weight=0.001048937618651118 0.0013291915765301296 0.0018809102035746495 0.0012479850667942013 0.0010080462852075601 0.0010313830090252901 0.0014336754062217092
leaf_count=403 239 387 284 262 1849 486
internal_value=0 -0.00156881 0.000694517 -0.00299585 -0.0100809 0.0054547
internal_weight=0 0.00765094 0.006602 0.00535401 0.00291229 0.00244172
internal_count=3910 3671 3268 2984 2236 748
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=7
num_cat=0
split_feature=49 3 12 15 15 16
split_gain=1.12193e-05 2.93699e-05 6.04205e-05 3.92091e-05 2.77134e-05 1.87428e-05
threshold=-0.029304999999999998 -0.040669999999999991 0.093375000000000014 -0.017214999999999998 -0.073314999999999991 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=4 2 -2 5 -1 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.017029356386293961 0.0026084091350665568 0.0040199446926920384 -0.026641432119610731 0.014995307930940545 -0.0046667028723295922 -0.01526264620283725
leaf_weight=0.0011480022596796237 0.0016818580306613698 0.0010047460383329878 0.0012174075999411005 0.0016904160235786609 0.0012085356454533385 0.0010116221383412874
leaf_count=228 1731 290 910 214 331 206
internal_value=0 -0.00213429 -0.00967366 0.00376264 0.00590267 -0.00565423
internal_weight=0 0.00660605 0.00289927 0.00370678 0.00235654 0.00201637
internal_count=3910 3351 2641 710 559 496
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=8
num_cat=0
split_feature=11 48 15 15 15 3 4
split_gain=1.83698e-05 2.63645e-05 3.98202e-05 7.50679e-05 4.6617e-05 4.40287e-05 5.46199e-05
threshold=0.077330000000000024 0.096835000000000018 -0.017214999999999998 -0.091024999999999981 -0.11739999999999999 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=-0.00024231830027621068 -0.00024618879834705415 0.00028665379237870442 0.00021987152788149558 -0.00054404875481266755 0.00030886613973208092 0.00046752995972433473 -0.00036108368736695865
leaf_weight=0.0011310254567214843 0.0010488555863410855 0.0012938153164933274 0.0015814984378757333 0.0012820691709999549 0.0012331615492462236 0.0010458300546323505 0.0010257410134935506
leaf_count=398 279 339 1038 698 332 89 737
internal_value=0 2.86842e-05 -1.70412e-05 -0.000162 4.51799e-05 0.000127647 -8.68807e-06
internal_weight=0 0.00859314 0.00729933 0.00364626 0.00236419 0.00365307 0.00260724
internal_count=3910 3631 3292 1428 730 1864 1775
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=7
num_cat=0
split_feature=157 160 12 12 4 1
split_gain=1.11279e-05 4.8943e-05 2.96423e-05 3.0277e-05 6.37949e-05 2.92212e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.092365000000000017 0.08734500000000002 0.094695000000000015
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=0.0099124563187040788 -0.020717588195459033 -0.013251858102261069 0.0018077905147737519 -0.022606712180971853 0.011180951452783399 0.020086940275960041
leaf_weight=0.0010017276108871048 0.0011131457211080642 0.0010871203108411692 0.0018252547903201562 0.0010311853130075643 0.0012199056009447391 0.0016790575859216661
leaf_count=563 828 391 1031 677 161 259
internal_value=0 -0.0012712 0.00189235 0.00475289 -0.00429659 0.0105661
internal_weight=0 0.00795567 0.00684252 0.0057554 0.00225109 0.00350431
internal_count=3910 3347 2519 2128 838 1290
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=7
num_cat=0
split_feature=43 4 1 15 3 151
split_gain=1.02902e-05 3.31223e-05 3.06009e-05 4.22373e-05 3.56229e-05 3.81564e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 -0.075954999999999981 -0.0088999999999999982
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=0.0085930479320465991 -0.017037760262705561 -0.012228945118052309 -0.01553491796807812 0.020614926106427196 -0.010213415881844875 0.013955313216857232
leaf_weight=0.0012010064664559877 0.0011471493465830722 0.0013219053535605567 0.0011061472532690277 0.0012773222153285631 0.001000015546887373 0.0018836153772326118
leaf_count=261 278 1794 327 613 209 428
internal_value=0 -0.00135591 0.00137431 0.00478838 -0.000278471 0.00557383
internal_weight=0 0.00773616 0.00658901 0.0052671 0.00398978 0.00288363
internal_count=3910 3649 3371 1577 964 637
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.21111e-05 3.51123e-05 5.72648e-05 3.84766e-05 5.45234e-05 3.96541e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.01893879943874208 0.008100049474395762 -0.020280093392249621 0.022285810845572886 -0.015374850097836908 0.020512977678888621 0.0055453178867303525
leaf_weight=0.0010177173956510358 0.0015241150129853397 0.0010619460647570745 0.0010600544129789622 0.0017381426477180656 0.00116625116624881 0.0013508832102129757
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -0.00168977 0.00106291 -0.00316814 0.00275993 -0.00582109
internal_weight=0 0.00739499 0.00637728 0.00531722 0.00357908 0.00241283
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=7
num_cat=0
split_feature=50 4 12 49 12 0
split_gain=3.49755e-05 5.11824e-05 3.99261e-05 4.28279e-05 8.23091e-05 5.15414e-05
threshold=0.082310000000000008 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.051320000000000005 -0.053834999999999994
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=-0.00036928825205983682 -0.00035133769414331299 0.00034331966159269444 -0.00021151185541649957 0.00047290175926912583 0.00018043950445966589 -0.00036824349445450179
leaf_weight=0.0011614898399474327 0.0010030875007391209 0.0016826416231589666 0.0019951615374980544 0.0016944243917968943 0.0013820086279732005 0.0012568196093040046
leaf_count=262 747 396 472 205 1596 232
internal_value=0 3.42989e-05 -3.5124e-05 2.62071e-05 0.00013566 -8.08869e-05
internal_weight=0 0.00917255 0.0074899 0.00632841 0.00433325 0.00263883
internal_count=3910 3163 2767 2505 2033 1828
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=8
num_cat=0
split_feature=50 15 16 16 3 48 43
split_gain=4.34717e-05 5.26295e-05 4.34777e-05 3.64654e-05 8.75096e-05 6.03524e-05 3.77075e-05
threshold=0.07992500000000001 -0.24219999999999997 0.3935300000000001 -0.094359999999999986 0.090325000000000003 0.085845000000000019 -0.053009999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00047166069298889532 -0.00038179087697241701 8.1839719940964172e-05 -0.00038417369003908227 0.00016425089258173677 0.00055823400630403207 -0.00050704815658299675 -0.0002961164129013118
leaf_weight=0.0010027420850209781 0.0010054830537708269 0.0019907688480035463 0.0010146517058848723 0.0015670419852503452 0.0014441479121867547 0.0010078278081199826 0.0012139344106984295
leaf_count=274 755 448 358 931 151 148 845
internal_value=0 4.75216e-05 -4.10289e-06 4.92823e-05 0.000166645 -0.000116085 -3.67058e-05
internal_weight=0 0.00924111 0.00823837 0.00722372 0.00422512 0.0029986 0.00278098
internal_count=3910 3155 2881 2523 1927 596 1776
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.15959e-05 2.52453e-05 3.54074e-05 8.44139e-05 2.89937e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15137999999999999 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0067741967036536975 0.0086242611898298509 0.011137939816432829 0.0013008311713171346 -0.033643954038072486 0.011713946222493974
leaf_weight=0.0016373707759534501 0.0013242814299579703 0.0013066168752223174 0.0017865306561420128 0.0011275686840736578 0.0017600045616500621
leaf_count=2120 239 424 203 594 330
internal_value=0 -0.00151405 -0.00413329 -0.0122205 0.00280355
internal_weight=0 0.00761809 0.00631147 0.0029141 0.00339738
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=6
num_cat=0
split_feature=2 52 0 2 0
split_gain=9.92437e-06 3.92618e-05 3.4257e-05 4.38132e-05 3.02618e-05
threshold=0.10946500000000002 0.084240000000000023 -0.10575999999999998 0.08400500000000001 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.012877873446846246 -0.0037337116804400023 -0.016223923288788824 -0.014704785492491882 0.010240013016754127 0.018052489787590494
leaf_weight=0.0018591016806535346 0.0015673314752038981 0.0015110165917902665 0.0017206604188977569 0.001191831917066712 0.0010747902873308698
leaf_count=356 208 1070 785 932 559
internal_value=0 -0.00217599 0.00227255 -0.00449703 0.00512871
internal_weight=0 0.00628261 0.00477159 0.00291249 0.00264212
internal_count=3910 3143 2073 1717 767
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=7
num_cat=0
split_feature=4 42 15 160 0 16
split_gain=1.04743e-05 1.85597e-05 3.43651e-05 4.12368e-05 4.68225e-05 5.39333e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 -0.14733499999999997 0.0032450000000000005
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=0.022137732767078974 0.0069863573186231811 -0.011446182773903805 -0.014756176174571745 -0.018178458575672383 0.021319682580217107 -0.0084670306624946914
leaf_weight=0.001055661818721645 0.0017245779319576115 0.0015341649718644294 0.0011168731512611659 0.0010411595165546305 0.001278350467372392 0.0011589822641758223
leaf_count=465 426 1266 842 120 466 325
internal_value=0 -0.00169194 0.000956179 0.00482652 -0.000427135 0.00715573
internal_weight=0 0.00718519 0.00565103 0.00453415 0.00347849 0.00243733
internal_count=3910 3484 2218 1376 911 791
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=7
num_cat=0
split_feature=4 0 52 16 3 13
split_gain=2.33588e-05 2.36914e-05 5.31709e-05 3.55126e-05 5.52728e-05 3.49271e-05
threshold=0.28937500000000005 -0.017269999999999997 -0.092854999999999979 -0.094359999999999986 -0.0076499999999999988 -0.016579999999999998
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=-0.00049333993725010964 0.00019571441871214974 -0.00013348987913944257 -0.00021663301414992969 -0.00023278149835821019 0.00035205684634595892 0.00037229275078723585
leaf_weight=0.0011306243589402345 0.001889153170381081 0.0010038793253575266 0.0019926796657606391 0.0010011625596084196 0.0016374779145140173 0.0011002186539780193
leaf_count=579 426 85 570 1778 212 260
internal_value=0 -4.70927e-05 -0.00011212 -1.90544e-05 0.000130155 0.00013098
internal_weight=0 0.00786604 0.00576194 0.00463132 0.00263864 0.0021041
internal_count=3910 3484 3139 2560 1990 345
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=1.1292e-05 2.76937e-05 2.55485e-05 4.86862e-05 2.37984e-05
threshold=-0.049504999999999987 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0034557489611722276 -0.01452550796208299 0.01533682460029212 -0.01618851565767775 0.0187715437958937 0.0015645068102604143
leaf_weight=0.0017937524165491296 0.0013790153576326352 0.0013932488987086356 0.0012253696510718922 0.0011469315885126261 0.0019675281531405268
leaf_count=655 427 1169 857 228 574
internal_value=0 0.00475973 -0.00266836 0.00109935 -0.00524874
internal_weight=0 0.003187 0.00571884 0.00433983 0.0031929
internal_count=3910 1824 2086 1659 1431
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=7
num_cat=0
split_feature=2 0 15 16 13 1
split_gain=2.36007e-05 7.91275e-05 3.9589e-05 3.89844e-05 5.48695e-05 4.3416e-05
threshold=0.10946500000000002 0.12346000000000001 -0.017214999999999998 -0.15168999999999996 -0.037444999999999992 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.00025918672176975411 -2.5392868398671304e-05 -0.00057410064655665763 0.00045108290354536342 -0.00037324059115236452 0.00040750300855617593 -0.00010999441041520931
leaf_weight=0.0017775653406036738 0.0019554992195129029 0.0010243209622990525 0.0010201965626896563 0.0016005043443859772 0.0010054842576787374 0.0016397972859766067
leaf_count=368 535 111 232 1475 823 366
internal_value=0 -7.0285e-05 0.000137964 1.5393e-05 -8.66751e-05 8.67089e-05
internal_weight=0 0.00704767 0.0029757 0.00602335 0.00424579 0.00264528
internal_count=3910 3143 767 3032 2664 1189
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=6
num_cat=0
split_feature=49 3 3 15 15
split_gain=1.07385e-05 3.17996e-05 2.25567e-05 3.00799e-05 4.9948e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.084604999999999986 -0.017214999999999998 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017928538841482225 -0.011052099734422029 -0.00535283667313881 0.0059696329586421534 0.01123632981110527 -0.022031691231228959
leaf_weight=0.0011244847410962051 0.0019680760466615627 0.0012266941771406988 0.0016034770491518472 0.0019331086154452358 0.0010569318719987717
leaf_count=350 1169 209 528 1004 650
internal_value=0 0.00578181 -0.00209464 0.00174316 -0.00515478
internal_weight=0 0.00235118 0.00656159 0.00459352 0.00266041
internal_count=3910 559 3351 2182 1178
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=8
num_cat=0
split_feature=13 49 51 0 43 1 3
split_gain=1.97338e-05 3.16904e-05 3.49342e-05 5.09528e-05 4.43551e-05 4.55085e-05 3.66377e-05
threshold=-0.23438999999999996 0.079765000000000016 0.089005000000000015 -0.13027499999999997 -0.074254999999999988 0.095575000000000007 -0.08348499999999999
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=0.00023034859910141457 0.00025124046159133678 0.00026449074230892205 -0.00041691386627720571 0.00030268347676398809 -0.00064779166956199406 -7.2072179612405986e-05 -0.00017961421551855339
leaf_weight=0.0012530242000608491 0.0018130580024192508 0.001185728523329945 0.0010242469978552658 0.0011244531252812642 0.0010038007478680969 0.0011133662710211484 0.0013122644837254413
leaf_count=210 282 726 331 503 1085 324 449
internal_value=0 -3.30818e-05 -8.08197e-05 -2.67524e-05 -0.000137431 -0.000345035 4.29479e-05
internal_weight=0 0.00857692 0.00739119 0.00636694 0.00455388 0.00211717 0.00243672
internal_count=3910 3700 2974 2643 2361 1409 952
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=7
num_cat=0
split_feature=1 4 47 4 1 16
split_gain=2.1543e-05 3.21349e-05 3.14744e-05 5.64666e-05 7.84264e-05 6.29427e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 0.11097000000000001 -0.010819999999999998
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=3.2559890381414171e-05 -0.00039382380147726299 -0.00038189139968421143 -0.0001612085146497312 0.0006933347177210873 4.7878533360911289e-05 0.00026395066631506833
leaf_weight=0.0016993967139162856 0.0012504087715830025 0.0012470945910273384 0.0018819731918950661 0.0012209551132904561 0.0017772675763031327 0.0010119551059088656
leaf_count=422 549 1586 328 164 357 504
internal_value=0 -0.000142856 5.64082e-05 0.000134261 0.000310725 -9.96014e-05
internal_weight=0 0.00294649 0.00714256 0.00526059 0.00299822 0.00226236
internal_count=3910 2008 1902 1574 521 1053
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=9
num_cat=0
split_feature=50 42 51 16 4 43 49 13
split_gain=3.34293e-05 3.98795e-05 4.9075e-05 9.53327e-05 8.43644e-05 6.3655e-05 6.19264e-05 3.82992e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.0021050000000000005 -0.062599999999999989 -0.029304999999999998 -0.092039999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.00029538458933950346 -0.00034408138571433709 -0.0002732097594829506 0.00027195025734682172 0.00054856862096652303 0.00085141343512658263 -0.00010106776909737894 -3.0361700211821599e-05 -0.00057017917030037328
leaf_weight=0.0012344695063646596 0.0010100043728214969 0.0012433888732041763 0.0011414939482564121 0.001014107749096066 0.0010207189581121763 0.0013543642047447286 0.0010141305374185496 0.0010071234970224631
leaf_count=860 779 473 163 457 171 543 206 258
internal_value=0 3.20636e-05 8.39183e-05 0.000151692 0.000380173 0.000177087 -9.31475e-05 -0.000299335
internal_weight=0 0.0090298 0.00779533 0.00655194 0.00338919 0.00236847 0.00316275 0.00202125
internal_count=3910 3131 2271 1798 1171 1000 627 464
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=7
num_cat=0
split_feature=52 160 4 3 3 16
split_gain=1.07572e-05 3.79171e-05 3.20198e-05 2.41269e-05 3.55696e-05 5.46893e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.13309499999999996 0.090325000000000003 -0.12467499999999999
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=-0.0066060695643264658 -0.02004432840816199 -0.011464833309163251 0.013926574389803287 0.029088384462975604 -0.0062816375111159261 -0.0030023783449410063
leaf_weight=0.0013704754730802971 0.0010210941383446822 0.0011551578202399228 0.0017036353714479885 0.0010954367680292864 0.0015791063304462474 0.0010307635966455013
leaf_count=795 924 144 395 251 194 1207
internal_value=0 -0.00252662 0.00477288 0.00115353 0.0050874 0.0135311
internal_weight=0 0.00588156 0.00307411 0.00486046 0.00370531 0.0021262
internal_count=3910 2720 1190 1796 1652 1458
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=7
num_cat=0
split_feature=42 160 15 15 15 2
split_gain=1.1396e-05 2.80032e-05 3.01233e-05 4.31669e-05 4.74956e-05 4.48747e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 -0.089964999999999976 0.089910000000000004
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=-0.0089993576626468882 -0.0098611185636653734 -0.015863217154813491 0.020377214602584456 -0.01217271836253017 0.025638461661705331 0.011950519828476603
leaf_weight=0.0012198731035863173 0.0017164920358843962 0.0010189879013264734 0.0010095803159444533 0.0015886900779610675 0.0010368088861684361 0.0013467052784069604
leaf_count=1060 1040 205 642 332 353 278
internal_value=0 0.0014019 0.00462363 0.00143711 0.00779179 -2.98425e-05
internal_weight=0 0.00771726 0.00600077 0.00499119 0.0034025 0.00236569
internal_count=3910 2850 1810 1168 836 483
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=8
num_cat=0
split_feature=376 1 42 484 3 2 1
split_gain=4.5935e-05 5.97909e-05 5.7754e-05 4.53166e-05 4.62283e-05 5.7929e-05 2.37523e-06
threshold=0.048375000000000008 0.12864500000000004 0.091955000000000023 0.083810000000000009 -0.08348499999999999 0.097940000000000013 0.077800000000000022
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=0.0001951601982066608 0.00036733760379145696 0.00033711296542909835 -0.00052790678723778329 0.00033880618194312103 -0.00047261041415263958 1.8368751417205806e-05 6.0399654409122326e-05
leaf_weight=0.0010007206780970998 0.0011567925648249414 0.0013297645229142637 0.001105532117697078 0.00100893526873408 0.0019646618097923104 0.0017440924826373533 0.0010107327732463765
leaf_count=733 206 276 710 357 861 386 381
internal_value=0 -4.73174e-05 -0.000112566 -4.43297e-05 -0.000111907 -0.000241721 0.000127445
internal_weight=0 0.00916444 0.00783468 0.00672914 0.00572021 0.00370875 0.00201145
internal_count=3910 3704 3428 2718 2361 1247 1114
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=7
num_cat=0
split_feature=47 43 1 43 0 15
split_gain=2.04448e-05 4.78946e-05 4.24124e-05 5.14956e-05 3.4877e-05 5.55789e-05
threshold=0.11669500000000001 -0.18906999999999999 1.0000000180025095e-35 0.070805000000000021 -0.087614999999999985 -0.095799999999999982
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=0.00042238132837961505 -0.00025838696002444616 -0.00052730927317758353 -5.1103485518048049e-05 6.0561985061523384e-05 -0.00015863997991199613 0.00042293454219789148
leaf_weight=0.0010691757608709924 0.0010323496967987881 0.0011894554734241047 0.0019707354449379159 0.0011051695120384145 0.0017220487398108219 0.0018375898428022561
leaf_count=248 179 1581 309 255 977 361
internal_value=0 3.31232e-05 -2.00635e-05 -0.00024417 7.29215e-05 0.000177629
internal_weight=0 0.00889417 0.007825 0.00229462 0.00553037 0.00380833
internal_count=3910 3731 3483 1836 1647 670
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 3
split_gain=1.13244e-05 2.18944e-05 5.62994e-05 4.84901e-05 5.50592e-05 4.49821e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26538000000000006 -0.0063699999999999989 0.077110000000000012 -0.069909999999999986
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=0.0092564008845623207 -0.020658607299188069 0.011340580420604552 -0.024967604136695947 -0.0020942205284472143 0.0065126734057770188 0.024195250211103234
leaf_weight=0.0011491912323031775 0.0016373554705978145 0.0011539461497970379 0.0010387300935124997 0.0013755435476613203 0.0013695997812919146 0.0012353558975976048
leaf_count=317 787 588 431 1157 389 241
internal_value=0 -0.00137569 -0.00358011 0.0003744 -0.00828271 0.0103447
internal_weight=0 0.00781053 0.00665658 0.00561785 0.00300696 0.0026109
internal_count=3910 3593 3005 2574 1176 1398
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=7
num_cat=0
split_feature=15 49 160 1 15 16
split_gain=1.15729e-05 2.82966e-05 5.58925e-05 3.9054e-05 5.86568e-05 5.4056e-05
threshold=0.079360000000000014 -0.006494999999999999 0.069910000000000014 1.0000000180025095e-35 -0.038029999999999987 -0.055679999999999993
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=-0.02306968932636129 -0.0096057702678865181 -0.0073806916429661725 0.008904171599538567 0.013429818642273989 0.029930937110470863 -0.015553505188096596
leaf_weight=0.0011821073798529455 0.0011021593715235386 0.0017366852609416615 0.0010171403202855534 0.0017622576432739512 0.0011231242856014727 0.0010136311077295996
leaf_count=468 1436 805 194 405 318 284
internal_value=0 0.00133829 -0.00828195 0.00509245 0.0106482 0.0028464
internal_weight=0 0.00783495 0.00219925 0.0056357 0.00389901 0.00277589
internal_count=3910 2474 662 1812 1007 689
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 49
split_gain=1.65606e-05 3.07392e-05 3.60466e-05 7.16091e-05 4.36296e-05 4.01681e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 -0.0019649999999999997
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=-0.00023791593792196357 0.0002983283736188978 -0.0003489753566551805 -0.00018867194209399733 0.00046556439516456309 -0.00037296520317872011 0.00022940136050081931
leaf_weight=0.0010389140368422126 0.0013287868267306798 0.0011231832388891722 0.0016014222411535801 0.0011865889353415964 0.0013393897174823559 0.0019710676197574406
leaf_count=633 408 274 463 378 379 1375
internal_value=0 2.42516e-05 -2.61787e-05 3.32723e-05 -7.11588e-05 4.19937e-05
internal_weight=0 0.00855044 0.00722165 0.00609847 0.00491188 0.00357249
internal_count=3910 3277 2869 2595 2217 1838
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=8
num_cat=0
split_feature=2 42 3 47 3 16 4
split_gain=2.70549e-05 3.29729e-05 3.66534e-05 6.28984e-05 4.59103e-05 3.04299e-05 2.54946e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015 -0.033174999999999989 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=0.00015539696636233621 0.00016002505046577332 -0.00043357824607582216 -0.00050695539308389704 -0.00053258620232908538 -9.7195303930795157e-05 -3.0484332270645278e-05 0.00031885466982271106
leaf_weight=0.0013265141274715403 0.0016796506694513411 0.0012973876338425666 0.001019115827298201 0.0013891380409353999 0.0010065060365726025 0.0010424772389685103 0.0012946130014023704
leaf_count=280 410 792 1031 368 155 717 157
internal_value=0 -0.000145153 -9.48004e-05 -0.000169214 -5.35125e-05 -0.00026602 0.000136875
internal_weight=0 0.00872889 0.0074315 0.00575185 0.00436271 0.00206159 0.00230112
internal_count=3910 3630 2838 2428 2060 1748 312
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=6
num_cat=0
split_feature=51 484 49 3 1
split_gain=1.23349e-05 3.51013e-05 2.55634e-05 4.41922e-05 2.70512e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.13309499999999996 0.094890000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0090841120607966855 -0.009045651221414092 0.018575532620804698 -0.023593865002307198 -0.0083541079154003037 0.0084603644105314974
leaf_weight=0.0017565238356517581 0.0013167291644911178 0.0010329859930719295 0.0010111360952917321 0.0019464366073532946 0.0018818428748251783
leaf_count=371 487 456 231 1856 509
internal_value=0 0.00143512 -0.00124923 -0.00499983 -8.87252e-05
internal_weight=0 0.00762893 0.00659594 0.00483942 0.00382828
internal_count=3910 3423 2967 2596 2365
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=7
num_cat=0
split_feature=0 4 4 1 4 15
split_gain=1.38465e-05 3.39726e-05 4.9935e-05 3.16862e-05 4.6793e-05 2.85509e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.0010999999999999996 0.11198000000000001 0.24280000000000004 -0.095799999999999982
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=-0.015858711172207232 0.0085688075668974954 0.019397970697306244 -0.022124359069166762 -0.010935545459323754 0.017487138692504029 -0.00038254010156439492
leaf_weight=0.0014089568883354307 0.00152825521323024 0.0012259951439102974 0.0012102533440272441 0.0010311506331099481 0.0013216315761333303 0.0012057086727043085
leaf_count=1385 255 957 315 141 325 532
internal_value=0 -0.00188614 0.00139787 -0.00322977 0.00503037 -0.0112739
internal_weight=0 0.0074037 0.00599474 0.00476874 0.00235278 0.00241596
internal_count=3910 3655 2270 1313 466 847
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=1.15477e-05 3.36537e-05 3.05054e-05 4.35025e-05 4.65268e-05 1.71247e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.08598500000000002
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=-0.018489263088784163 0.015517077967870579 -0.022821922842671937 0.013677451603987889 0.010206865683779643 0.0043304185461409935 -0.001569624371770748
leaf_weight=0.0010690249180286349 0.0010383042085510752 0.0014868155731570421 0.0013941312871381221 0.0014795883453502141 0.0010965023334643018 0.0013481286101291508
leaf_count=597 259 263 408 1441 755 187
internal_value=0 -0.00226462 0.000913764 -0.00346592 -0.011297 0.00586457
internal_weight=0 0.00652606 0.00545704 0.00406291 0.00258332 0.00238643
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=7
num_cat=0
split_feature=4 16 2 2 4 2
split_gain=1.3335e-05 1.99148e-05 3.84226e-05 3.67152e-05 3.62016e-05 5.19868e-05
threshold=0.28937500000000005 -0.094359999999999986 0.094010000000000024 0.106285 0.0051950000000000008 0.087005000000000013
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=0.0027273252632088454 0.0078451616584597848 0.005956719037678776 -0.023820450982962885 0.016757602444796751 0.012507647290012719 -0.021706813728905455
leaf_weight=0.0011430903209163968 0.0017139732166221357 0.0012286145746119069 0.0010422352283574546 0.0012000646657123895 0.0010476761151771447 0.0015194692135017595
leaf_count=390 426 1181 234 482 222 975
internal_value=0 -0.0019717 -0.00993396 0.00151123 -0.00330905 -0.00933899
internal_weight=0 0.00718115 0.00218533 0.00499582 0.00379576 0.00274808
internal_count=3910 3484 624 2860 2378 2156
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=8
num_cat=0
split_feature=47 43 52 2 52 4 3
split_gain=1.76136e-05 3.81288e-05 4.21738e-05 4.02674e-05 5.06709e-05 8.6255e-05 4.5286e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 0.099015000000000006 -0.087604999999999988 -0.0010999999999999996 0.11476000000000001
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=0.00037610927197463141 -0.00024788624884804461 -0.00044656256774136717 -0.00028747856336246158 0.00052584132453932563 0.00050051279332509143 -0.00021962497901546049 -2.024214471708837e-05
leaf_weight=0.001048201391391535 0.0010134519859455069 0.001006653760818542 0.0017782164205286475 0.0011882188568981971 0.001069486805204807 0.001590347248648631 0.0011479012102884238
leaf_count=248 179 438 959 572 964 382 168
internal_value=0 2.50419e-05 -2.22525e-05 5.63183e-05 -7.18732e-05 6.99336e-05 0.000257512
internal_weight=0 0.00882903 0.00778082 0.00600261 0.00366649 0.00265983 0.00233612
internal_count=3910 3731 3483 2524 1784 1346 740
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=7
num_cat=0
split_feature=49 49 133 0 15 0
split_gain=1.27971e-05 2.74363e-05 2.12192e-05 3.67877e-05 3.27083e-05 4.37533e-05
threshold=-0.006494999999999999 -0.081274999999999986 1.0000000180025095e-35 -0.017269999999999997 -0.11739999999999999 -0.10131499999999999
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=0.0040902304662819074 -0.012107857488509018 -0.016305447674372271 -0.010036562189934097 0.020983830616278148 0.020661118507025698 -0.005096668357894127
leaf_weight=0.0013446108337523354 0.001343835295786933 0.0012945443782439591 0.0011266871542931047 0.0011374900264797521 0.0012478968502485561 0.0013985494727698452
leaf_count=319 339 437 1147 271 208 1189
internal_value=0 -0.00591415 0.00238947 0.00511975 0.00059746 0.00704908
internal_weight=0 0.00263916 0.00625446 0.00512777 0.00399028 0.00264645
internal_count=3910 756 3154 2007 1736 1397
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=7
num_cat=0
split_feature=50 4 52 151 2 3
split_gain=5.25582e-05 6.64616e-05 5.92426e-05 7.7741e-05 0.000107085 7.48629e-05
threshold=0.083215000000000011 0.28937500000000005 -0.088354999999999989 -0.024429999999999997 0.10457000000000001 -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=-0.00032896604572603898 -0.00043026085246018183 0.00037739324322899425 0.00049891991522237034 -0.00010619570621929464 -0.00051722418591323006 0.00049294403991491321
leaf_weight=0.0019953860031538114 0.0010027563655934197 0.0018350028435339298 0.0012369350422483626 0.0019863195452094985 0.0013603452507064762 0.0013445580598859174
leaf_count=721 739 396 321 1382 243 108
internal_value=0 4.11419e-05 -3.67301e-05 6.16349e-05 -5.36641e-05 0.000135656
internal_weight=0 0.00975855 0.00792354 0.00592816 0.00469122 0.00333088
internal_count=3910 3171 2775 2054 1733 1490
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=6
num_cat=0
split_feature=15 3 13 3 4
split_gain=1.35184e-05 2.62732e-05 2.97606e-05 3.94782e-05 3.29921e-05
threshold=-0.15202999999999997 0.13772500000000001 -0.088444999999999982 0.076695000000000013 -0.0021099999999999995
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0085625399651259992 -0.018846988197254333 0.012969088563325834 0.013655966035797268 -0.013272301709419161 -0.0060093457310050908
leaf_weight=0.0015075977179128076 0.0011423996712673044 0.0010327119268011675 0.0019701646450873897 0.0017513133739808051 0.0015046643656977314
leaf_count=459 458 138 1988 251 616
internal_value=0 -0.00182658 -0.00422582 -0.00102973 0.00514053
internal_weight=0 0.00740125 0.00636854 0.00522614 0.00347483
internal_count=3910 3451 3313 2855 2604
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=7
num_cat=0
split_feature=50 15 47 3 52 4
split_gain=3.20789e-05 4.81327e-05 4.73599e-05 6.00802e-05 5.72919e-05 4.62531e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.09252500000000001 0.096385000000000012 -0.066329999999999986 -0.0010999999999999996
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=0.00037152247743007339 -0.00033629338905029018 -0.00037556834832535826 -0.00035714120525613371 0.00035929087029445105 0.00030632086405244923 -0.00018533709180881933
leaf_weight=0.0013545882132574632 0.0010183526834244274 0.001579921773396345 0.0013881174636805119 0.0016877742370706907 0.0016448358355481236 0.0013309045280820372
leaf_count=401 779 694 258 220 1144 414
internal_value=0 3.09055e-05 -2.95535e-05 4.32798e-05 -7.37954e-05 8.64261e-05
internal_weight=0 0.00898614 0.00763155 0.00624344 0.00455566 0.00297574
internal_count=3910 3131 2730 2472 2252 1558
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=7
num_cat=0
split_feature=15 3 4 15 12 1
split_gain=1.22677e-05 2.95732e-05 3.82062e-05 2.83864e-05 3.25943e-05 4.76102e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.076594999999999983 0.090965000000000018 0.095575000000000007
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=-0.011969607164650009 -0.00012018020162622133 0.00914533624244066 -0.02336182589188468 0.018082144597295097 -0.015815601152191678 0.015410876393875242
leaf_weight=0.001018691647761356 0.0017629237406135119 0.001206349511717662 0.0011811942661011047 0.0010311676410723484 0.0010283515063585005 0.0016863645106979859
leaf_count=503 1212 114 848 408 356 469
internal_value=0 -0.00404153 -0.00944484 0.00339521 -0.000661321 0.00509972
internal_weight=0 0.00415047 0.00294412 0.00476458 0.00373341 0.00270506
internal_count=3910 2174 2060 1736 1328 972
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=7
num_cat=0
split_feature=4 15 4 1 3 4
split_gain=1.1858e-05 3.38745e-05 2.38926e-05 2.6107e-05 2.18265e-05 5.47633e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.10113500000000002 0.090325000000000003 -0.15333499999999997
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=0.0085487883454804497 0.016760015411165643 -0.0069870402142740672 -0.015670963406192711 0.013532779277644553 0.0090762454071419939 -0.01846477219301736
leaf_weight=0.0012639321471154279 0.0013147697897860037 0.0011060097722817052 0.0011068242380187845 0.0011899645859417812 0.001068347906564003 0.0018472744342505271
leaf_count=182 333 216 347 439 137 2256
internal_value=0 0.00591042 -0.00229285 0.000464791 -0.00325581 -0.00749047
internal_weight=0 0.00242078 0.00647634 0.00536952 0.00417955 0.00311121
internal_count=3910 549 3361 3014 2575 2438
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=6
num_cat=0
split_feature=43 52 0 13 43
split_gain=1.31215e-05 2.75474e-05 3.72006e-05 5.38355e-05 2.41261e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.15137999999999999 -0.11267999999999999 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.002577351469016542 -0.01529238814115922 0.013525270755986116 0.011658493565886739 -0.016794032886451413 0.015005716998011374
leaf_weight=0.0017869695134609101 0.0013683592041944491 0.0015302655682600482 0.0010805375817125849 0.0017292795726228871 0.0013853389641318803
leaf_count=655 427 231 182 1246 1169
internal_value=0 -0.00292065 0.000979963 -0.00585239 0.00510113
internal_weight=0 0.00570844 0.00434008 0.00280982 0.00317231
internal_count=3910 2086 1659 1428 1824
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=8
num_cat=0
split_feature=147 15 4 52 1 52 2
split_gain=2.50103e-05 3.42202e-05 6.11091e-05 8.31841e-05 3.91866e-05 3.61538e-05 5.92962e-05
threshold=1.0000000180025095e-35 -0.10071499999999999 -0.0017649999999999999 -0.068164999999999989 0.11198000000000001 -0.088354999999999989 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-8.8495839722334716e-05 0.00028331478058505125 -0.00026386556310736099 1.985477085288198e-05 -0.00072988523549974307 0.00039298162277404358 0.00036942715573836792 -0.00022286850210926045
leaf_weight=0.0012967411938203009 0.0010559312441297828 0.0011240854482020535 0.001092792547295071 0.0011869160602006642 0.0013028664289594092 0.0017738299063131259 0.0010255593114777035
leaf_count=386 234 530 225 453 327 1534 221
internal_value=0 -3.60386e-05 -0.000115181 -0.000370493 0.00015281 3.31667e-05 0.000152439
internal_weight=0 0.00880279 0.00620318 0.00227971 0.00259961 0.00392347 0.00279939
internal_count=3910 3676 2963 678 713 2285 1755
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=7
num_cat=0
split_feature=43 42 3 457 1 4
split_gain=2.48698e-05 5.08801e-05 5.02521e-05 2.70405e-05 4.00008e-05 5.01354e-05
threshold=-0.049504999999999987 -1.0000000180025095e-35 -0.076234999999999983 0.041935000000000007 0.11198000000000001 -0.0025899999999999994
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=-0.00024174456323024961 -4.8476414112593251e-05 5.4453652661717824e-05 0.00061408187419575663 0.00018790233674528079 9.6221907486388646e-05 -0.00052554627100585925
leaf_weight=0.001037310953972889 0.0018807803862903774 0.0015869750835652619 0.0010092059014645389 0.0012008292816658396 0.0018241358944431963 0.0015406900107525271
leaf_count=510 1168 832 482 175 321 422
internal_value=0 0.00012533 0.000271996 -7.75183e-05 -0.000138279 -0.000263301
internal_weight=0 0.00363349 0.00259618 0.00644644 0.00524561 0.00342147
internal_count=3910 1824 1314 2086 1911 1590
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=7
num_cat=0
split_feature=51 484 49 3 2 2
split_gain=1.18921e-05 2.84672e-05 2.59204e-05 4.09365e-05 3.50899e-05 3.65334e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.13309499999999996 0.10393500000000001 0.082715000000000025
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=0.0094697527449598244 -0.0088646092550254407 0.017026880420992884 -0.022704965193291543 -0.0048237518648319095 -0.014485957987851739 0.018647704695061097
leaf_weight=0.0017531041545045907 0.0013068682140610632 0.0010177115058763115 0.0010033261344074801 0.0013955445604998534 0.0011645053151188283 0.0012635934325730945
leaf_count=371 487 456 231 723 444 1198
internal_value=0 0.00146251 -0.000944768 -0.00472721 -9.83841e-06 0.00632963
internal_weight=0 0.00759779 0.00658007 0.00482697 0.00382364 0.00265914
internal_count=3910 3423 2967 2596 2365 1921
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=6
num_cat=0
split_feature=157 42 43 4 1
split_gain=1.1813e-05 2.48121e-05 4.8141e-05 2.95232e-05 6.47864e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 0.0057500000000000008 0.11215000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0094211082585257747 -0.012428476426161432 0.016721970854541943 -0.011076779829314445 0.020037366697653637 -0.011407416207202901
leaf_weight=0.0011679089143152872 0.0011149486710654482 0.0019853913290052939 0.0019925603726866936 0.0013760846513033616 0.0012507706916361802
leaf_count=703 977 866 930 218 216
internal_value=0 0.00137005 0.00369936 -0.00189766 0.00506501
internal_weight=0 0.00771976 0.00660481 0.00461942 0.00262686
internal_count=3910 3207 2230 1364 434
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=8
num_cat=0
split_feature=1 16 12 0 0 12 48
split_gain=2.09603e-05 4.62981e-05 3.79034e-05 3.59468e-05 6.69906e-05 5.1603e-05 2.89869e-05
threshold=0.11561500000000001 -0.063614999999999991 0.098355000000000012 -0.073129999999999987 -0.13027499999999997 0.085380000000000011 0.083775000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 -1
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.00014038589596199752 0.00040135726199431912 -0.00013658675992054981 -0.00041245632630393836 -6.7972858768497224e-05 -0.00045907649934681617 0.00052004241722514426 0.00026717807295240537
leaf_weight=0.0013118918122291777 0.0013142593035125722 0.001156260264347952 0.0010076666250362605 0.001302094101666775 0.0014156277313580935 0.0010258655094159217 0.0013731839684257665
leaf_count=236 315 236 491 253 1902 287 190
internal_value=0 0.000149587 -5.88731e-05 -3.45039e-06 -0.000113924 0.000191149 6.80478e-05
internal_weight=0 0.00247052 0.00743633 0.00642866 0.0041007 0.00232796 0.00268508
internal_count=3910 551 3359 2868 2328 540 426
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=2.03761e-05 3.97737e-05 4.28548e-05 5.80719e-05 4.99267e-05 8.51282e-05 5.58802e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00026218588489497274 -0.00039940837669444411 0.00035087878810641107 -0.00029595046957125087 0.0004606479381034259 0.00014789824528289717 0.00046923404132898376 -0.00045655757541863685
leaf_weight=0.0010685135773770343 0.0011380823723942677 0.0012353772464328075 0.0017685890049757005 0.0010900919200453859 0.0011812535849605025 0.0013196176105058715 0.0011708536534759941
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 2.43708e-05 -2.82289e-05 5.20249e-05 -4.05852e-05 7.06351e-05 -0.000152993
internal_weight=0 0.00890387 0.00766849 0.0058999 0.00480981 0.00367172 0.00235211
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=7
num_cat=0
split_feature=1 12 2 12 3 13
split_gain=1.37648e-05 2.08266e-05 3.27803e-05 4.76334e-05 2.82066e-05 2.67212e-05
threshold=0.12864500000000004 0.098845000000000016 0.091985000000000011 0.084885000000000002 0.088060000000000013 -0.032264999999999995
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=-0.018684203888321097 0.0091363068300762268 -0.013877144899449365 0.012355333399457743 0.02550580229735927 -0.0094089458171714453 0.00082418144292511748
leaf_weight=0.0012054185661628445 0.0013779087691549339 0.0011894148819925811 0.0010174012146549334 0.0010005537201606077 0.0014358721666088278 0.0016816256932733907
leaf_count=1255 331 522 305 497 214 786
internal_value=0 -0.00173457 0.000543126 0.0071168 -0.000383044 -0.00732109
internal_weight=0 0.00753029 0.00634087 0.00345383 0.00245327 0.00288704
internal_count=3910 3579 3057 1016 519 2041
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=8
num_cat=0
split_feature=159 151 4 16 48 16 2
split_gain=2.84989e-05 2.69032e-05 6.85573e-05 4.01265e-05 8.78941e-05 5.80763e-05 3.5047e-05
threshold=-1.0000000180025095e-35 -0.084129999999999996 0.27608500000000008 -0.094359999999999986 0.086065000000000016 0.15100500000000003 0.092865000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00031227021639189151 -0.00026265234002299733 1.5560763681826249e-05 0.00047993903428581369 0.0002045278094608166 0.00056602043462897504 -0.00031639803233912261 -0.0005015678687990394
leaf_weight=0.0010618289018945537 0.0010762963778967339 0.0010043251269382159 0.0012945328110084238 0.0015572060772692728 0.0011148642800198685 0.0017447403094083234 0.001011153265281024
leaf_count=633 393 277 361 1285 334 434 193
internal_value=0 2.77818e-05 6.82374e-05 -1.46197e-05 8.9996e-05 -7.07281e-05 -0.00024388
internal_weight=0 0.00880312 0.00772682 0.00643229 0.00441681 0.00330195 0.00201548
internal_count=3910 3277 2884 2523 2053 1719 470
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=7
num_cat=0
split_feature=1 4 4 47 1 13
split_gain=1.13564e-05 3.12421e-05 2.20484e-05 4.37795e-05 7.35768e-05 3.62292e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0051950000000000008 0.09252500000000001 0.11097000000000001 -0.00059999999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.003702280215625096 0.0085777760571382877 -0.018500225269046971 0.034207955276827726 -0.0078886745787447934 0.00033754784748367606 -0.016732416752339292
leaf_weight=0.0015106796834536021 0.0010110604765345144 0.0010918360101250843 0.0010848722524513517 0.001358588112623346 0.0015688087509074982 0.0012834655974103097
leaf_count=422 726 1586 169 216 358 433
internal_value=0 -0.00561236 0.00223894 0.00671026 0.0141844 -0.00557973
internal_weight=0 0.00260252 0.0063068 0.00401227 0.00265368 0.00229453
internal_count=3910 2008 1902 743 527 1159
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=7
num_cat=0
split_feature=1 0 13 3 3 52
split_gain=1.27059e-05 3.32242e-05 2.29728e-05 3.91267e-05 3.59549e-05 3.58784e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.13934999999999997 -0.115685 -0.032959999999999996 -0.07125999999999999
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=-0.014054592977738842 0.018599694799163194 -0.0058181128932716982 0.01612311947948622 -0.018783539027359488 -0.01297802730669192 0.010207475704177751
leaf_weight=0.0013187531682867714 0.0011233686503371238 0.0011057247939462455 0.0012555149608699991 0.0011798037919064446 0.00103891561757203 0.0018664954367922232
leaf_count=182 246 305 295 2336 248 298
internal_value=0 0.00648743 -0.00223493 0.000683625 -0.00406142 0.00191681
internal_weight=0 0.00222909 0.00665948 0.00534073 0.00408521 0.00290541
internal_count=3910 551 3359 3177 2882 546
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 2 2
split_gain=1.96273e-05 3.20714e-05 3.76231e-05 6.88698e-05 6.57623e-05 6.57965e-05 4.88198e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.087995000000000004 0.10796500000000002
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=-0.00025727291785192626 -0.00045935033224536026 0.00031794235624214699 -0.00027548009710990425 0.0005023079424783637 -0.000248936067042819 0.00056429302689102706 -2.1601979412456317e-05
leaf_weight=0.0010536919132624499 0.0011360701117723642 0.0012417471630335837 0.0017353364940299425 0.0010721993192169457 0.0014110055746109217 0.0011832016855879068 0.0010165582462732096
leaf_count=633 235 298 1065 533 564 362 220
internal_value=0 2.59132e-05 -2.20889e-05 5.34767e-05 -4.79038e-05 8.15513e-05 0.000293538
internal_weight=0 0.00879612 0.00755437 0.00581903 0.00474684 0.00361077 0.00219976
internal_count=3910 3277 2979 1914 1381 1146 582
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=7
num_cat=0
split_feature=1 12 4 52 2 52
split_gain=1.1864e-05 1.74223e-05 3.21118e-05 5.35656e-05 3.19356e-05 2.38051e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.087604999999999988 0.090695000000000012 0.084240000000000023
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=-0.011725560190538799 0.0084833553707925335 -0.012741700064912995 -0.020627470392559435 0.025608524741301503 0.00066513403894390513 0.0048780520263713087
leaf_weight=0.0010054498720529327 0.0013781623938153775 0.0011843461467781697 0.0010859288903404931 0.0012046703448738141 0.0020048702242486728 0.0010254366096393249
leaf_count=552 331 522 362 851 517 775
internal_value=0 -0.00161031 0.000473581 0.0074369 -0.00681586 0.0160763
internal_weight=0 0.0075107 0.00632636 0.00323556 0.0030908 0.00223011
internal_count=3910 3579 3057 2178 879 1626
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=6
num_cat=0
split_feature=52 160 4 13 3
split_gain=1.1807e-05 4.11855e-05 3.47012e-05 3.1036e-05 3.02807e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0040999999999999986 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0069550349241860945 -0.021011846285505436 0.011453575172331693 0.014594243193213613 -0.015543245504632888 0.0045465400372771761
leaf_weight=0.0013437614980860552 0.0010118280335425049 0.001827131172718485 0.0016834456509810069 0.0014394242337417004 0.001567056096982209
leaf_count=795 924 511 395 1051 234
internal_value=0 -0.00266564 0.00502863 0.0011748 -0.00507192
internal_weight=0 0.00584544 0.00302721 0.00483361 0.00300648
internal_count=3910 2720 1190 1796 1285
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=7
num_cat=0
split_feature=43 4 0 42 150 15
split_gain=1.27085e-05 3.34473e-05 3.68571e-05 2.94173e-05 3.01978e-05 2.6184e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.06402999999999999 0.085330000000000003 0.082085000000000019 -0.015439999999999997
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=0.0095298085479848249 -0.017327520613193273 -0.012746344863081634 0.014408041079334636 -0.018067663411428399 0.014529373571658819 0.0072444756408031599
leaf_weight=0.0012004187397023748 0.0011414175982214997 0.0016462538905491423 0.0016008462859155807 0.001032172627124784 0.0011490168988953419 0.0010883652606558626
leaf_count=261 278 616 420 1262 259 814
internal_value=0 -0.00153647 0.00122939 -0.00306227 0.000925785 -0.00479009
internal_weight=0 0.00765807 0.00651665 0.00491581 0.00388364 0.00273462
internal_count=3910 3649 3371 2951 1689 1430
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=8
num_cat=0
split_feature=376 1 42 3 2 0 16
split_gain=1.53604e-05 3.85611e-05 4.12176e-05 6.00909e-05 4.54567e-05 5.48013e-05 2.13606e-05
threshold=0.048375000000000008 0.12864500000000004 0.092145000000000019 -0.08348499999999999 0.11230000000000001 -0.10131499999999999 -0.069894999999999985
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=0.00044432811069673869 0.0002202718384905685 0.00028839175089016649 -0.00045052155639338054 0.00014517916859653978 -0.00051788967735441442 -0.00041268795816235844 6.0262106559737495e-05
leaf_weight=0.0010090399703380634 0.0010672586064962757 0.0012554196358547801 0.0010138141054851259 0.0019912804231536187 0.0010516429827541721 0.001025731816647443 0.0012420899751942975
leaf_count=616 206 276 699 303 209 913 688
internal_value=0 -2.91473e-05 -8.35059e-05 -2.46296e-05 -0.000166849 -4.4486e-05 0.000232415
internal_weight=0 0.00858902 0.0073336 0.00631979 0.00406866 0.00301701 0.00225113
internal_count=3910 3704 3428 2729 1425 1216 1304
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=8
num_cat=0
split_feature=50 12 4 1 43 0 15
split_gain=2.73973e-05 4.13256e-05 4.66613e-05 5.48153e-05 5.6528e-05 5.82019e-05 2.48802e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 -0.23071499999999998 0.12485500000000001 -0.078644999999999979 -0.10209999999999998 -0.095799999999999982
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=-0.00028483044130392924 -0.00030380513967450621 -0.0002356713844547309 -0.00025879168002299258 0.00056773408416669192 -0.0001457557248678747 0.00057025762453500836 0.00021925342632344273
leaf_weight=0.0013310376475410722 0.0010202872386987751 0.0014028678540229447 0.001408703621144842 0.001054873905171682 0.0013478015590764102 0.0011507348851435518 0.0015364090484681616
leaf_count=437 779 221 794 135 159 1166 219
internal_value=0 3.47926e-05 8.8635e-05 0.000158645 7.9371e-05 0.000197432 4.86834e-05
internal_weight=0 0.00923243 0.00790139 0.00649852 0.00544365 0.00403495 0.00288421
internal_count=3910 3131 2694 2473 2338 1544 378
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=8
num_cat=0
split_feature=4 1 4 1 16 43 2
split_gain=2.27453e-05 6.06545e-05 3.56479e-05 3.30498e-05 2.90289e-05 0.000101799 2.63726e-05
threshold=0.24280000000000004 0.11198000000000001 0.055260000000000011 0.10113500000000002 0.20277000000000003 -0.00084499999999999994 0.089785000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00059078935320264127 -0.00019498806869021291 0.00040150606366802012 -0.00035794064719335919 0.00027985601800596481 0.00022270399188464393 -0.00012535347567575519 0.00029554618146497043
leaf_weight=0.0013036535728683137 0.0011144894829025437 0.0015910921082069557 0.0012373215492346695 0.00133264009034194 0.0010117333236746026 0.0010915522891146634 0.0012032519829715557
leaf_count=1611 196 353 347 439 279 436 249
internal_value=0 0.000155797 -5.5155e-05 7.88621e-06 -7.07305e-05 -0.000153232 9.534e-05
internal_weight=0 0.00270558 0.00718015 0.00594283 0.00461019 0.00359846 0.0022948
internal_count=3910 549 3361 3014 2575 2296 685
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=7
num_cat=0
split_feature=15 0 16 49 3 13
split_gain=1.15864e-05 3.41565e-05 7.68233e-05 3.1979e-05 2.76787e-05 3.14845e-05
threshold=-0.03231499999999999 -0.10943499999999999 -0.055679999999999993 -1.0000000180025095e-35 0.10666500000000002 -0.032264999999999995
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=0.0091033835317504957 -0.023091008133947599 0.032352976892508371 -0.0049311491252670573 -0.013830314433811242 0.0088520243621742611 -0.0014595094364972332
leaf_weight=0.0010171152204933951 0.0010422779942961245 0.0010320608710434247 0.0011896981545044007 0.0015116807062414304 0.0012081351466451673 0.0018984035114996026
leaf_count=194 1105 553 701 288 114 955
internal_value=0 0.00334189 0.0123882 -0.00460608 -0.00389112 -0.00912645
internal_weight=0 0.00475055 0.00222176 0.0025288 0.00414882 0.00294068
internal_count=3910 1736 1254 482 2174 2060
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=8
num_cat=0
split_feature=51 484 12 48 4 52 15
split_gain=1.21635e-05 2.93793e-05 2.34546e-05 2.52867e-05 3.74923e-05 5.16684e-05 3.35467e-05
threshold=0.08955500000000001 0.073820000000000011 -0.036459999999999992 0.087035000000000015 0.05309500000000001 0.071660000000000015 -0.055679999999999993
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=-0.014699330808110764 -0.0089691446042276246 0.017293386200957127 -0.018316458009012892 -0.012211813475914076 0.0025202209550961672 0.011300869236174429 0.027827659442911625
leaf_weight=0.001043258293758521 0.0012984403891678738 0.0010200937900114769 0.0011935239824951739 0.0010624313887991968 0.0010902194431340606 0.0011629705166660677 0.0010081307040123956
leaf_count=378 487 456 1003 283 271 833 199
internal_value=0 0.00150574 -0.000949077 0.00165095 0.00495707 -0.0036998 0.0146789
internal_weight=0 0.00758063 0.00656053 0.00551728 0.00445484 0.00235649 0.00209835
internal_count=3910 3423 2967 2589 2306 1836 470
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=8
num_cat=0
split_feature=475 15 4 15 150 1 13
split_gain=1.70847e-05 3.06233e-05 3.2838e-05 4.42738e-05 3.3998e-05 8.72314e-05 2.55175e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.0010999999999999996 -0.014614999999999998 0.085075000000000026 0.10752500000000002 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -5
right_child=1 2 4 6 -6 -7 -8
leaf_value=-0.00024589869731557381 0.00034517982969294969 0.0004144681750182168 -0.00071288233081572949 0.0001826270597319342 0.00012458039900691234 1.5844064449186232e-05 -0.00022234738256153555
leaf_weight=0.0010171874694580125 0.001000827486164698 0.0012403242971947056 0.001040907911446229 0.0010825609613472243 0.0012227691143586105 0.0016058560091957068 0.0013369682766998362
leaf_count=621 267 522 557 362 203 178 1200
internal_value=0 2.29426e-05 -1.98901e-05 0.000113258 -0.000145823 -0.000270746 -4.11512e-05
internal_weight=0 0.00853021 0.00752939 0.00365985 0.00386953 0.00264676 0.00241953
internal_count=3910 3289 3022 2084 938 735 1562
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=7
num_cat=0
split_feature=15 0 16 49 3 4
split_gain=1.25285e-05 2.65474e-05 6.2238e-05 2.75189e-05 2.15805e-05 3.34596e-05
threshold=-0.03231499999999999 -0.10943499999999999 -0.055679999999999993 -1.0000000180025095e-35 0.10666500000000002 -0.076854999999999993
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=0.0091862800511978999 7.5377553530806742e-05 0.029597252110319935 -0.0040713974178546884 -0.01208902649106694 0.0072497075906905713 -0.021704547869139931
leaf_weight=0.001018336533710284 0.0017571561014373695 0.0010210433085518797 0.0011876928985533545 0.0015086698485347234 0.0011999620776992712 0.0011783789439151799
leaf_count=194 1212 553 701 288 114 848
internal_value=0 0.00348433 0.0114928 -0.00351547 -0.00404893 -0.00866749
internal_weight=0 0.00473574 0.00220874 0.00252701 0.0041355 0.00293554
internal_count=3910 1736 1254 482 2174 2060
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=9
num_cat=0
split_feature=50 15 42 47 52 2 16 4
split_gain=4.49191e-05 6.44862e-05 5.20274e-05 6.35725e-05 6.5016e-05 6.74297e-05 9.35045e-05 3.5671e-05
threshold=0.084340000000000012 -0.24219999999999997 -1.0000000180025095e-35 0.09252500000000001 -0.088354999999999989 0.095040000000000013 -0.014754999999999999 -1.0000000180025095e-35
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=0.00049954847984329644 -0.00039374444589357653 -0.00039034418455971521 -0.00028844372825026103 -0.00035596490926648758 0.00066848867792618249 -0.00031457105812943896 0.00044518117313211054 0.00019964305696662312
leaf_weight=0.0010476003417520382 0.0010137817110946546 0.0012228670960149441 0.0011772860251034641 0.0012604738857375213 0.0013483806060841385 0.0015060688908867484 0.0010619403777097022 0.0011611833321982679
leaf_count=276 731 832 463 246 706 297 141 218
internal_value=0 3.98447e-05 -1.5268e-05 4.5763e-05 0.000126719 0.000222978 -3.93231e-07 0.000451552
internal_weight=0 0.0097858 0.0087382 0.00751533 0.00625486 0.00507757 0.00256801 0.00250956
internal_count=3910 3179 2903 2071 1825 1362 438 924
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=7
num_cat=0
split_feature=4 151 0 13 1 16
split_gain=3.14016e-05 2.99942e-05 4.8349e-05 2.28763e-05 4.36452e-05 5.46845e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.081005000000000008 0.0046950000000000004
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=0.00019544497407780439 0.00022974299151520112 -0.00047931664497040654 0.00014714564450849215 0.00013338828069296344 8.4514369803211203e-06 -0.00063546000757611618
leaf_weight=0.0015551311602442766 0.0019280348746202108 0.0011147536777513954 0.0018330758629102298 0.0014756073047805271 0.0010258774443759086 0.0010026848891842269
leaf_count=558 426 201 699 1248 428 350
internal_value=0 -4.89958e-05 -0.000107914 -3.03411e-05 -0.000123187 -0.000309823
internal_weight=0 0.00800713 0.006452 0.00533725 0.00350417 0.00202856
internal_count=3910 3484 2926 2725 2026 778
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=7
num_cat=0
split_feature=43 4 1 15 151 16
split_gain=2.02417e-05 4.80196e-05 3.45704e-05 3.42812e-05 3.48617e-05 6.07809e-05
threshold=-0.18906999999999999 -0.23071499999999998 1.0000000180025095e-35 -0.0089749999999999986 -0.0088999999999999982 -0.10064999999999998
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=0.00021593725475145436 -0.00035718739330066235 -0.00026223862888333043 -0.00024857399599510972 0.00036183528907279892 0.00044152263180439094 -0.00011708206480865204
leaf_weight=0.0013631559109736182 0.0015228771458193026 0.0013036248894087972 0.0014011585985924703 0.0013731648718685882 0.0013219470838233549 0.0017275621446907743
leaf_count=261 293 1782 297 610 305 362
internal_value=0 -4.11363e-05 2.63923e-05 9.10004e-05 7.43965e-06 0.00012507
internal_weight=0 0.00865033 0.00712746 0.00582383 0.00445067 0.00304951
internal_count=3910 3649 3356 1574 964 667
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=7
num_cat=0
split_feature=49 49 133 16 1 15
split_gain=1.26524e-05 3.32943e-05 2.18022e-05 2.99146e-05 3.59845e-05 1.63674e-05
threshold=-0.006494999999999999 -0.081274999999999986 1.0000000180025095e-35 0.05259500000000001 0.11198000000000001 -0.095799999999999982
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=0.0051478171835108721 -0.017617245674209078 -0.017293345321668551 -0.010072418099920539 0.015406959747721617 0.013282858361945499 8.3185319528511666e-05
leaf_weight=0.0013520769627740888 0.001006160252648891 0.0012936836091694468 0.0011428795086822 0.0018415069228971911 0.001202019903515246 0.0010865686393738392
leaf_count=319 257 437 1147 508 239 1003
internal_value=0 -0.00582512 0.00241934 0.0051989 -0.000506602 -0.00842698
internal_weight=0 0.00264576 0.00627914 0.00513626 0.00329475 0.00209273
internal_count=3910 756 3154 2007 1499 1260
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=8
num_cat=0
split_feature=50 15 2 51 2 13 2
split_gain=4.20346e-05 5.16786e-05 4.75602e-05 6.05505e-05 4.88847e-05 5.79055e-05 8.11581e-05
threshold=0.07992500000000001 -0.24219999999999997 0.113945 0.077145000000000005 0.097940000000000013 0.076210000000000014 0.084235000000000018
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=0.00044881192900370379 -0.00039181889102268738 -3.7486818552866696e-05 -0.00035029144022014357 0.0004911427982328975 0.00023307971171522554 0.00024423640311212571 -0.00069850235320902912
leaf_weight=0.0010123117523124061 0.0010037267293944675 0.0018942963167827591 0.0013982972269732403 0.0010052152580507312 0.0018785572202479764 0.0010669953588113091 0.0011462195532035303
leaf_count=274 755 603 377 234 446 142 1079
internal_value=0 3.03167e-05 -2.01801e-05 4.5844e-05 -2.89331e-05 -0.000148764 -0.000286678
internal_weight=0 0.00940189 0.00838958 0.00699128 0.00598607 0.00410751 0.00304052
internal_count=3910 3155 2881 2504 2270 1824 1682
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=8
num_cat=0
split_feature=47 43 52 2 3 2 15
split_gain=2.83004e-05 4.81995e-05 5.13815e-05 3.457e-05 5.10543e-05 4.97712e-05 1.32989e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 0.099015000000000006 0.11476000000000001 0.084235000000000018 -0.079109999999999986
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=0.00042645735120969266 -0.00031723789067649734 -9.5102939797632526e-06 -0.00031455766845405608 0.00054061117147313222 -4.0515634807779199e-05 -0.00031899556033295802 0.00030738200809272937
leaf_weight=0.0010403431641894051 0.0010042913286330201 0.0010358546825390792 0.0017872559574169528 0.0011667488209086317 0.0011582136092210345 0.0015617346147784443 0.0010013579498709623
leaf_count=248 179 237 959 572 168 962 585
internal_value=0 3.02874e-05 -2.31614e-05 6.47534e-05 0.000251114 -5.5638e-05 0.000146253
internal_weight=0 0.00875151 0.00771117 0.00592391 0.00232496 0.00359895 0.00203721
internal_count=3910 3731 3483 2524 740 1784 822
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=8
num_cat=0
split_feature=47 43 52 2 2 0 0
split_gain=3.39796e-05 5.43952e-05 5.64248e-05 4.46402e-05 7.12928e-05 4.6919e-05 4.60058e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 0.084235000000000018 -0.090754999999999988 -0.14808999999999997
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=0.00044112821673626885 -0.00033842293932218552 0.00045225061029414661 -0.00045422147847047509 -7.9677576406164907e-05 -0.00039125613152429816 -0.00011998012822956983 0.00041241809826347495
leaf_weight=0.0011127255601846462 0.0010449996405415786 0.0010000618223154414 0.0010123546251375555 0.0012038656171668698 0.00175716794659392 0.0012265384714819022 0.0018572983387949334
leaf_count=248 179 191 560 141 1230 677 684
internal_value=0 3.47545e-05 -2.13664e-05 4.08347e-05 -9.59856e-05 0.000137033 0.000218891
internal_weight=0 0.00917001 0.00805729 0.00704493 0.00398377 0.0022266 0.00306116
internal_count=3910 3731 3483 2923 2098 868 825
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=8
num_cat=0
split_feature=4 15 4 1 52 2 15
split_gain=1.15537e-05 3.52656e-05 2.84983e-05 2.76256e-05 2.15514e-05 3.21245e-05 4.21621e-05
threshold=0.24280000000000004 -0.14487999999999998 0.055260000000000011 0.10444500000000001 -0.088354999999999989 0.096750000000000017 -0.016339999999999997
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=-0.015291213763598556 0.016176373409970371 -0.0081622913666423626 -0.01673899706265709 0.015131421327995271 0.023261698443453747 -0.011552944978602217 -0.0053547155070330426
leaf_weight=0.0010450128221859666 0.0014016734945723006 0.0010348664134314034 0.0011213758914776452 0.0010745001996471859 0.0010215298665839474 0.0012363044548873137 0.0010380546891540648
leaf_count=579 348 201 347 347 457 296 1335
internal_value=0 0.00583906 -0.00222899 0.000775617 -0.00277787 0.00118969 0.00883869
internal_weight=0 0.00243654 0.00653678 0.0054154 0.0043409 0.00329589 0.00205958
internal_count=3910 549 3361 3014 2667 2088 1792
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 4
split_gain=1.79074e-05 4.80985e-05 4.19963e-05 4.45713e-05 4.29882e-05 4.50935e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.087235000000000021 -0.075404999999999986 -1.0000000180025095e-35
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=0.00042018838526433681 -0.000252157082868812 0.00039434446151546205 -0.00029322885783802791 -0.00025464358330419795 0.00026905346088780703 -0.00023261110255093066
leaf_weight=0.0010381666483506337 0.0010059915479797643 0.001677387874095171 0.0017816021231399715 0.0013994453951902391 0.0012691882629362341 0.0015066704596396444
leaf_count=248 179 1305 1103 339 328 408
internal_value=0 2.42063e-05 -2.96422e-05 5.05955e-05 0.000146518 -3.2382e-06
internal_weight=0 0.00867246 0.00763429 0.00585269 0.00445325 0.00277586
internal_count=3910 3731 3483 2380 2041 736
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=8
num_cat=0
split_feature=50 49 160 47 0 4 0
split_gain=2.91351e-05 3.83043e-05 4.88153e-05 3.91067e-05 4.30808e-05 6.38041e-05 2.74336e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 -0.026849999999999995 0.10561500000000001 -0.10209999999999998 -0.16401499999999997 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1
right_child=-2 2 3 -5 5 -7 -8
leaf_value=1.6063090378776154e-05 -0.00032163362361646792 0.00045493119703215101 -0.00038068511826156392 0.0003387987096428258 -0.00024718764074197836 0.00038257425119666091 -0.00036912260232659999
leaf_weight=0.001589389487124785 0.0010040401780076905 0.0013025345330320353 0.0011818606695041724 0.0011726171939819416 0.0012114172066082689 0.0012637806630434439 0.0012861450676583041
leaf_count=256 779 616 258 153 167 1299 382
internal_value=0 3.05022e-05 0.00011806 2.72082e-05 -7.27016e-05 7.43547e-05 -0.00015622
internal_weight=0 0.00900774 0.00613221 0.00482968 0.00365706 0.0024752 0.00287553
internal_count=3910 3131 2493 1877 1724 1466 638
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=7
num_cat=0
split_feature=51 484 49 3 4 15
split_gain=1.41725e-05 2.54127e-05 2.11533e-05 4.27019e-05 2.73216e-05 3.30954e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.13309499999999996 0.15045000000000003 -0.017214999999999998
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=0.0087320651318138973 -0.0096295567754303129 0.016216050792313051 -0.022214389165301308 -0.017482577477995049 0.014415051676938226 0.0046479977049861962
leaf_weight=0.0017608544471559989 0.001315709394890739 0.0010303553740996611 0.0010232493761041343 0.0011453611286938027 0.0010623712459098614 0.0016480890129572426
leaf_count=371 487 456 231 686 316 1363
internal_value=0 0.0016041 -0.000663317 -0.00405411 0.000765229 -0.00442591
internal_weight=0 0.00767028 0.00663993 0.00487907 0.00385582 0.00279345
internal_count=3910 3423 2967 2596 2365 2049
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 16
split_gain=1.67416e-05 4.12835e-05 4.44377e-05 3.90878e-05 5.00865e-05 5.84256e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 0.096385000000000012 -0.018539999999999997
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=0.00039525352267487238 -0.00023514357957621316 0.00055853688163488022 -0.00028120118885781325 -0.00021717181587997792 -0.00019014914382337169 2.8092554062273104e-05
leaf_weight=0.0010536058658324066 0.0010114226550797184 0.001548172624594551 0.0018728569493057382 0.0014117367769511946 0.0011633290792699667 0.0016482892045914729
leaf_count=248 179 872 1139 339 191 942
internal_value=0 3.1388e-05 -1.87626e-05 6.63985e-05 0.000158221 0.000285008
internal_weight=0 0.00869799 0.00764438 0.00577153 0.00435979 0.00319646
internal_count=3910 3731 3483 2344 2005 1814
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=6
num_cat=0
split_feature=43 13 2 4 2
split_gain=1.28959e-05 2.78092e-05 4.2862e-05 4.28991e-05 2.47159e-05
threshold=-0.049504999999999987 -0.10939499999999998 0.11230000000000001 0.0057500000000000008 0.093815000000000009
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0018987877143165387 0.0076857317544806215 -0.013969856203846834 -0.022818948554821347 0.010991622339604061 0.016102024540688802
leaf_weight=0.0019803783502246558 0.0017425090043786057 0.0012765659601693114 0.0012490743400185877 0.001494616933671179 0.0012406030222307852
leaf_count=1226 326 1216 260 284 598
internal_value=0 -0.00286586 -0.00743926 -0.000507068 0.00503446
internal_weight=0 0.00576277 0.00402026 0.00277118 0.00322098
internal_count=3910 2086 1760 1500 1824
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=7
num_cat=0
split_feature=49 49 42 1 15 0
split_gain=1.22749e-05 2.98003e-05 1.85461e-05 3.6621e-05 3.21436e-05 3.06049e-05
threshold=-0.006494999999999999 -0.081274999999999986 0.084100000000000022 0.11198000000000001 -0.033649999999999992 0.0059850000000000016
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=0.0045942818212915074 -0.01533129469315981 -0.016582752445378237 -0.0068819520419938808 0.018427963140243388 0.018712876240950166 -0.0049485172846608265
leaf_weight=0.0013631878824337932 0.0010032270085438633 0.0012964590229093118 0.0016125196130209064 0.0015016974414634927 0.0010403005049474021 0.0011519939879503088
leaf_count=319 454 437 1438 274 799 189
internal_value=0 -0.00572858 0.00237118 0.00554771 -0.000505212 0.00627943
internal_weight=0 0.00265965 0.00630974 0.00469722 0.00319552 0.00219229
internal_count=3910 756 3154 1716 1442 988
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=8
num_cat=0
split_feature=47 43 52 2 2 0 15
split_gain=3.40795e-05 5.52471e-05 6.70862e-05 6.20467e-05 6.69142e-05 4.17449e-05 2.50279e-05
threshold=0.11669500000000001 -0.18906999999999999 0.11401500000000002 0.097940000000000013 0.084235000000000018 -0.14808999999999997 -0.064869999999999983
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=0.00045439940276717895 -0.00033360123648182972 -8.0408457124641464e-05 -0.0004890875461492837 -2.7984246080712511e-05 -0.00039872507769504257 0.00044494562824465273 0.0003399433139312581
leaf_weight=0.001085429091065339 0.001051057844399122 0.0011601442470664761 0.0010110244289713638 0.001168808593504806 0.001735749775621004 0.0018587233371195693 0.0010263428356687332
leaf_count=248 179 269 560 141 1230 684 599
internal_value=0 3.94184e-05 -1.7163e-05 5.14907e-05 -0.000111282 0.000262366 0.000116906
internal_weight=0 0.00904622 0.00796079 0.00694977 0.00392224 0.00302753 0.00218649
internal_count=3910 3731 3483 2923 2098 825 868
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=7
num_cat=0
split_feature=42 43 3 4 4 4
split_gain=1.18722e-05 3.35349e-05 4.42714e-05 2.54432e-05 2.71453e-05 2.39695e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.23071499999999998 -0.0010999999999999996 0.17888000000000001
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=-0.0092022944228592682 -0.0014266125868421984 -0.016697198660144363 0.026435460513303616 0.01336714030630788 -0.014540291341594146 0.0030170901460199072
leaf_weight=0.0012186356405870825 0.0012226550542211415 0.0010668065838425516 0.0010688333677106383 0.0011967012815683751 0.0013313990667076687 0.0018692621778190041
leaf_count=1060 750 227 583 704 290 296
internal_value=0 0.00141515 0.0115693 -0.00284314 0.000517873 -0.00428636
internal_weight=0 0.00775566 0.00229149 0.00546417 0.00439736 0.00320066
internal_count=3910 2850 1333 1517 1290 586
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=7
num_cat=0
split_feature=0 49 457 3 12 4
split_gain=1.14873e-05 4.06386e-05 4.79086e-05 4.76023e-05 6.7748e-05 3.05222e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.090325000000000003 0.080120000000000011 0.08734500000000002
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=-0.019981039770780126 0.0078478320248221503 0.022957007019124065 0.020937378796034259 -0.015506572226594802 -0.017982084815965464 0.0053590269009467116
leaf_weight=0.001040171251703843 0.0015361938371166685 0.001255394369827982 0.0010430186446635636 0.001841703675506057 0.0010965886537445989 0.0011454293180888679
leaf_count=256 255 426 268 293 2186 226
internal_value=0 -0.0016524 0.00133484 -0.0024946 0.00435737 -0.00605729
internal_weight=0 0.00742231 0.00638213 0.00533912 0.00349741 0.00224202
internal_count=3910 3655 3399 3131 2838 2412
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=9
num_cat=0
split_feature=15 0 2 3 13 3 3 48
split_gain=1.91481e-05 2.95061e-05 4.54893e-05 7.25082e-05 2.65916e-05 4.85524e-05 2.66881e-05 2.19375e-05
threshold=-0.03231499999999999 -0.06402999999999999 0.099015000000000006 0.11818000000000002 0.086705000000000018 0.10666500000000002 -0.084014999999999992 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -2 -1
right_child=4 -3 3 -5 -6 -7 -8 -9
leaf_value=-5.4333339633192228e-06 -0.00011220987070969119 0.00035158795777082705 0.00056860477684853841 -0.00015445912190914998 0.00015411750449222632 0.00013474304089597451 -0.00053896142685034448 -0.0004115136852781384
leaf_weight=0.001009757017697799 0.0010043453325285321 0.0011568930570543265 0.0010404224364821228 0.0010937238933969556 0.0012036767554672212 0.0012047861044459118 0.0012833269394807512 0.0010364803890113264
leaf_count=523 825 335 400 143 251 111 987 335
internal_value=0 7.44558e-05 -2.23871e-06 0.000198043 -9.72112e-05 -0.000183832 -0.000351607 -0.000211125
internal_weight=0 0.00533728 0.00418038 0.00213415 0.00469614 0.00349246 0.00228767 0.00204624
internal_count=3910 1736 1401 543 2174 1923 1812 858
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=7
num_cat=0
split_feature=49 2 2 3 1 0
split_gain=1.0762e-05 5.14547e-05 4.09593e-05 4.49304e-05 3.39782e-05 6.13866e-05
threshold=0.079765000000000016 0.114165 0.10457000000000001 0.090325000000000003 0.094385000000000011 -0.084074999999999997
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=-0.031166628182898056 0.0084547831678374891 0.018617108275512842 -0.021126724920047971 0.017298357771328203 0.0040577624503885593 0.0016176150853936897
leaf_weight=0.0010819398475713023 0.0012821435986304745 0.0010960184036933633 0.0012438372195223346 0.0010744843236348131 0.001966448553640315 0.0012097521201270473
leaf_count=896 770 408 262 157 483 934
internal_value=0 -0.00144293 -0.00478609 -0.000974625 -0.00558557 -0.0138603
internal_weight=0 0.00767248 0.00657646 0.00533262 0.00425814 0.00229169
internal_count=3910 3140 2732 2470 2313 1830
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=8
num_cat=0
split_feature=52 13 2 150 0 2 1
split_gain=1.1004e-05 4.63011e-05 4.33332e-05 4.67293e-05 4.92797e-05 2.38973e-05 2.05747e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11230000000000001 0.086420000000000011 -0.10575999999999998 0.08400500000000001 0.083370000000000014
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=0.0043326385496411579 -0.0087405716036825822 0.023815381779315976 -0.022152450485431584 -0.018334361623373267 -0.011311380736189446 0.0080758205234831622 0.024390834951702536
leaf_weight=0.0010315815408149863 0.0012464387722841289 0.001092840830021547 0.0010012907868763733 0.001001990873286094 0.0012660789895880464 0.001277155605185066 0.0010141166498594729
leaf_count=226 647 221 374 242 689 1217 294
internal_value=0 0.00138868 -0.00328628 0.00078665 0.00605581 -0.00157556 0.0142761
internal_weight=0 0.00768506 0.00563936 0.00463807 0.00363608 0.00254323 0.0020457
internal_count=3910 3263 2743 2369 2127 1906 520
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=8
num_cat=0
split_feature=47 43 52 2 3 52 4
split_gain=2.3704e-05 5.33103e-05 4.56366e-05 3.78287e-05 6.77327e-05 5.24033e-05 9.80212e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.099015000000000006 0.090325000000000003 -0.087604999999999988 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00043796856369859714 -0.00028373218265158643 -0.00044940955386340431 -0.00028914101550125661 0.00063341742933589187 -3.825783430318405e-05 0.00055120272420382135 -0.00022872837559808736
leaf_weight=0.0010698355709624708 0.001053415163288972 0.001006571682024603 0.0019457548307203754 0.0010108989591490741 0.0013454748156301946 0.001020210813964324 0.0015774879772278284
leaf_count=248 179 438 1139 525 212 793 376
internal_value=0 2.71792e-05 -2.84058e-05 5.67069e-05 0.000249895 -6.95942e-05 7.75789e-05
internal_weight=0 0.00897623 0.0079064 0.00596064 0.00235637 0.00360427 0.0025977
internal_count=3910 3731 3483 2344 737 1607 1169
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=9
num_cat=0
split_feature=50 15 2 52 3 4 3 15
split_gain=3.84753e-05 5.17493e-05 4.6012e-05 3.80043e-05 4.85681e-05 4.81519e-05 2.57779e-05 2.27529e-05
threshold=1.0000000180025095e-35 -0.24219999999999997 0.113945 -0.088354999999999989 0.10666500000000002 -0.0010999999999999996 -0.084129999999999996 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=0.00045403400759970529 -0.00036667830638503448 -0.00020675322946693249 -0.00034396830303718909 2.9530650474872652e-05 0.00051737398774786734 2.7020353986614051e-05 0.00047009793335156194 -0.00037820920201720067
leaf_weight=0.0010015538598682179 0.0010282382363247218 0.0016994103706007811 0.0013850633397635452 0.001006414103880957 0.0010082306744725791 0.001106247131237308 0.001036434194529898 0.0010275178050432544
leaf_count=274 779 585 372 654 68 247 651 280
internal_value=0 3.30946e-05 -1.78883e-05 4.77167e-05 0.000131123 3.78824e-05 0.000253051 -0.000168119
internal_weight=0 0.00927087 0.00826932 0.00688425 0.00518484 0.00417661 0.00204285 0.00213376
internal_count=3910 3131 2857 2485 1900 1832 1305 527
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=52 160 2 13 3
split_gain=1.21339e-05 3.78368e-05 3.43501e-05 2.71296e-05 3.28071e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0026332427463726543 -0.020285271090128783 0.010503938998494196 0.019677236690515725 -0.015698137193087422 0.0050974723268936775
leaf_weight=0.0019935156596846085 0.0010114391662732836 0.0018516979164447966 0.0010554677870902697 0.0014542815897582593 0.0015858984836145775
leaf_count=694 924 511 496 1051 234
internal_value=0 -0.0026786 0.00508998 0.000961734 -0.00485019
internal_weight=0 0.00590332 0.00304898 0.00489188 0.00304018
internal_count=3910 2720 1190 1796 1285
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=7
num_cat=0
split_feature=43 52 16 0 15 4
split_gain=1.08335e-05 2.50592e-05 4.88574e-05 2.32174e-05 2.19911e-05 1.60891e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.052074999999999989 0.25367000000000006
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=0.013866043503425419 -0.014473322627181521 -0.020848144008648522 0.018604232258657604 0.0057577733473553952 -0.0027988117987209019 -0.0029782569029488978
leaf_weight=0.0014281696451340991 0.0013626135525470727 0.0010010049531684931 0.0011642835122494975 0.0011908416285591151 0.0017772577069255187 0.0010144252538132376
leaf_count=860 427 193 228 1050 964 188
internal_value=0 -0.00263287 0.00105865 -0.00531262 0.00462617 -0.0118537
internal_weight=0 0.00573317 0.00437056 0.00320627 0.00320543 0.00201543
internal_count=3910 2086 1659 1431 1824 381
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=7
num_cat=0
split_feature=52 4 160 13 16 0
split_gain=1.18087e-05 3.31106e-05 3.09087e-05 2.47334e-05 4.05147e-05 2.57442e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -1.0000000180025095e-35 -0.16277999999999995 -0.055679999999999993 -0.10209999999999998
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=-0.0066443014146530012 -0.018611771157162973 0.014358637183404556 -0.012617016082913948 0.0023565502221116088 -0.012023677025612099 0.021967371326022379
leaf_weight=0.0013499909730737055 0.0010049243353029945 0.0016905397487441617 0.0010913181171504408 0.0015268885122700063 0.0010690851400324991 0.0011919758891637963
leaf_count=795 924 395 127 267 245 1157
internal_value=0 0.00503336 -0.00264168 0.000647485 0.00446902 0.0109541
internal_weight=0 0.00304053 0.00588419 0.00487927 0.00378795 0.00271886
internal_count=3910 1190 2720 1796 1669 1424
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=8
num_cat=0
split_feature=47 43 52 151 1 4 1
split_gain=2.72983e-05 5.28215e-05 3.98219e-05 3.6127e-05 5.90541e-05 4.7303e-05 3.6233e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 -0.0088999999999999982 0.095575000000000007 -0.076854999999999993 0.11215000000000001
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=0.00044533437431859465 -0.00030684813400642122 -0.00019008874802921915 -0.00027834110442531874 0.00020345727737689992 0.00063604428459015157 -0.00038497089617679878 0.00012192290966474714
leaf_weight=0.0010506172991458888 0.0010143818240513939 0.001660967163918883 0.0018029510914814289 0.0010861604981990992 0.0010718596853883727 0.0010170876851553351 0.0010368278717757145
leaf_count=248 179 533 1103 549 260 755 283
internal_value=0 3.29928e-05 -2.34456e-05 5.4806e-05 0.00015138 -8.10945e-05 0.000383254
internal_weight=0 0.00872647 0.00767585 0.0058729 0.00421194 0.00210325 0.00210869
internal_count=3910 3731 3483 2380 1847 1304 543
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=9
num_cat=0
split_feature=50 42 16 51 4 4 52 15
split_gain=3.35302e-05 5.05711e-05 4.98422e-05 0.000101751 8.51876e-05 7.09012e-05 6.02781e-05 4.03291e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.094359999999999986 -0.07742499999999998 0.17888000000000001 0.0021050000000000005 0.083750000000000005 -0.14487999999999998
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=-0.00033741777652595954 -0.00034594211209541711 -0.0005521619217156951 -0.00025731871536175473 -8.893208997633512e-05 0.00041008746560665247 0.000822597155315945 0.00053131684093048995 -0.00012325423753979566
leaf_weight=0.0012573881015698488 0.0010233395742615366 0.0010765465230000801 0.0012801943928120669 0.00126302288136133 0.0010062971502795347 0.0010240161914699909 0.001151719212226816 0.0011893115299480262
leaf_count=860 779 213 473 599 225 171 401 189
internal_value=0 2.81049e-05 8.56194e-05 0.000214569 -0.000100345 0.000390245 0.000206898 0.000121188
internal_weight=0 0.0092485 0.00799111 0.00471895 0.00327216 0.00343876 0.00241474 0.00219561
internal_count=3910 3131 2271 1644 627 1171 1000 414
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=7
num_cat=0
split_feature=42 43 4 4 4 2
split_gain=1.10205e-05 2.90775e-05 2.91746e-05 4.87978e-05 3.17569e-05 2.01001e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.06272999999999998 -0.0010999999999999996 0.17888000000000001 0.11125500000000001
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=-0.0088782131389035495 0.014771328878377572 -0.012565275132673984 0.022196497365688884 -0.013335042389466588 0.015243240431302506 -0.0044279564420716348
leaf_weight=0.0012170759699010056 0.0013368932126752242 0.0017233954092506212 0.0010035873862108834 0.0015883270730834734 0.0010430933091947726 0.0010347071013673381
leaf_count=1060 581 879 486 496 199 209
internal_value=0 0.00135924 -0.00144542 0.00265845 -0.00269001 0.00544734
internal_weight=0 0.00773 0.00639311 0.00466971 0.00366613 0.0020778
internal_count=3910 2850 2269 1390 904 408
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=9
num_cat=0
split_feature=159 133 160 47 3 150 43 1
split_gain=1.93923e-05 2.94773e-05 5.65223e-05 4.81809e-05 6.61337e-05 6.43859e-05 7.36595e-05 3.30767e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.096770000000000009 0.11818000000000002 0.087235000000000021 -0.089949999999999988 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.00026086531937090406 -0.00029471488406090295 -0.00036662949754559076 -0.00011610259314955703 0.0004733267121150491 -0.0003474954160870696 -0.00021436851191922917 0.00078760262827736773 0.00028582548817036749
leaf_weight=0.0010449954234138725 0.0010028951536481057 0.0010249389642591261 0.0010013505113277998 0.001260170874952408 0.0012533886883377074 0.0012236389403011382 0.0010003874261291701 0.0010201243703417413
leaf_count=633 959 556 358 183 152 167 444 458
internal_value=0 2.16801e-05 6.24446e-05 0.000127509 4.82587e-05 0.000165096 0.000318752 0.000534263
internal_weight=0 0.00878689 0.007784 0.00675906 0.00549889 0.0042455 0.00302186 0.00202051
internal_count=3910 3277 2318 1762 1579 1427 1260 902
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=6
num_cat=0
split_feature=0 4 43 15 52
split_gain=1.13754e-05 2.89167e-05 4.07452e-05 5.31785e-05 1.38957e-05
threshold=0.039665000000000006 -0.06272999999999998 -0.079109999999999986 -0.07142999999999998 -0.048794999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015724585935803111 0.0072152677367088042 -0.012805834025709268 0.0071353682246737661 0.021389609693566767 -0.0071322199779986903
leaf_weight=0.0012341000270930649 0.001741961583208369 0.0015590488993884061 0.0010860992291789257 0.001488163717412316 0.0018374889721299904
leaf_count=1332 315 961 250 507 545
internal_value=0 -0.00178976 0.00109042 0.00600115 -0.00183188
internal_weight=0 0.0072049 0.0059708 0.00441175 0.00292359
internal_count=3910 3595 2263 1302 795
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=7
num_cat=0
split_feature=43 1 43 48 52 16
split_gain=1.11196e-05 3.07311e-05 4.78167e-05 2.41517e-05 2.23824e-05 5.53757e-05
threshold=-0.18906999999999999 1.0000000180025095e-35 0.065285000000000024 0.085875000000000021 -0.048794999999999991 -0.15168999999999996
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=0.0088486452453311378 -0.026327618625558866 0.018066267844561789 0.0039589913082586558 -0.0067085058442612746 0.015640964940215947 -0.014374986499561768
leaf_weight=0.0012176150283872474 0.0010862534696021284 0.0012422311349567765 0.001002276572087571 0.0019154437998510775 0.0013147864389228168 0.0011541856418027156
leaf_count=261 1580 455 276 377 336 625
internal_value=0 -0.00143414 -0.0117932 0.002411 0.0071178 0.00160922
internal_weight=0 0.00771518 0.00208853 0.00562665 0.0037112 0.00246897
internal_count=3910 3649 1856 1793 1416 961
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=7
num_cat=0
split_feature=16 1 16 2 49 4
split_gain=1.16401e-05 2.39454e-05 5.05166e-05 3.63669e-05 3.30283e-05 4.09248e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.00064499999999999985 -0.08422499999999998
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=-0.0099263634711638828 -0.013049762342568895 0.023571168232633648 -0.0027550959961383141 -0.019285204150749961 -0.0054070913941573632 0.019231689725581411
leaf_weight=0.0010486779406606384 0.0011001222050863891 0.0012595021457411232 0.0017300885529197441 0.0010734336339528168 0.0012865613579662236 0.0014162047232947966
leaf_count=179 468 325 424 443 563 1508
internal_value=0 0.0012895 0.00833605 -0.00303062 0.00155753 0.00750322
internal_weight=0 0.00786591 0.00298959 0.00487632 0.00380289 0.00270277
internal_count=3910 3731 749 2982 2539 2071
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.17148e-05 3.31727e-05 4.61557e-05 3.56722e-05 5.57997e-05 3.76349e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.018405122486449835 0.0079028600859726329 -0.019921291039764418 0.020398823473004386 -0.014534450924097018 0.020973545905738113 0.005262289569350459
leaf_weight=0.0010219655362962146 0.0015406609992171492 0.0010513818870820767 0.0010284810536536904 0.0017303033773169584 0.0011608173419779128 0.0013623215776498031
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -0.00168697 0.00101074 -0.00274816 0.00295718 -0.00570739
internal_weight=0 0.00735527 0.00633331 0.00530482 0.00357452 0.0024137
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=8
num_cat=0
split_feature=47 43 52 15 4 49 52
split_gain=2.22968e-05 4.84596e-05 4.0263e-05 3.87142e-05 7.45827e-05 8.31385e-05 6.7251e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 -0.14487999999999998 -1.0000000180025095e-35 -0.045004999999999996 -0.087604999999999988
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=0.00042408139828078957 -0.00027709436295597888 0.00037715039794538132 -0.0002807252439306958 -0.00016828141871701521 0.00011129210334682112 -0.00065588630267096658 0.00047953422682171228
leaf_weight=0.0010531835911453333 0.0010168464640310263 0.0011485467728428794 0.0018027716314515723 0.0010691796295604554 0.0010374379523601118 0.0011397142491179546 0.0014539099200544638
leaf_count=248 179 324 1103 546 161 443 906
internal_value=0 2.97469e-05 -2.45305e-05 5.44364e-05 -2.44217e-05 -0.000290317 0.000205017
internal_weight=0 0.00870474 0.00765156 0.00584879 0.00470024 0.00217715 0.00252309
internal_count=3910 3731 3483 2380 2056 604 1452
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=8
num_cat=0
split_feature=15 2 2 40 2 13 0
split_gain=2.16795e-05 2.93533e-05 5.11753e-05 4.46855e-05 3.61097e-05 3.84338e-05 5.57266e-05
threshold=-0.24219999999999997 0.10946500000000002 0.12068000000000001 -1.0000000180025095e-35 0.094010000000000024 -0.032264999999999995 -0.10209999999999998
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=0.00023899552197872122 -0.00048060353400638086 0.00044367002889115565 -0.00015658687618062936 -0.00019492952393330193 -0.00029855222041817037 -6.4839487007656391e-05 0.00052955320723173794
leaf_weight=0.0012397713040201248 0.0010280394192275204 0.0011431417198531977 0.0010454816719862562 0.001382808063943898 0.001436821388291553 0.0012908229580104098 0.0011437519550574495
leaf_count=317 218 295 282 1361 543 153 741
internal_value=0 -3.86201e-05 0.000156934 -0.000106748 -3.35988e-05 6.61267e-05 0.000214403
internal_weight=0 0.00847087 0.00218862 0.00628224 0.0052542 0.00381738 0.00243457
internal_count=3910 3593 577 3016 2798 2255 894
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=7
num_cat=0
split_feature=2 0 52 4 12 4
split_gain=1.28917e-05 3.28552e-05 2.98842e-05 2.81417e-05 4.19075e-05 6.50175e-05
threshold=0.10946500000000002 -0.13506999999999997 0.084890000000000007 0.15045000000000003 0.084100000000000022 -0.0010999999999999996
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=0.018333189329260435 -0.0034709557735490629 0.019161763500505108 -0.015130148040770839 0.014040014712518851 -0.019110845288270843 -0.014947905979631118
leaf_weight=0.001380860014024311 0.0015630679502632635 0.0010877650611925025 0.0014424526677779877 0.0012715856549443284 0.0011380283680864473 0.0010210291560455624
leaf_count=450 208 559 1032 230 1283 148
internal_value=0 0.00581634 -0.0025051 0.00127979 -0.00330385 0.00418559
internal_weight=0 0.00265083 0.00625396 0.0048115 0.00353992 0.00240189
internal_count=3910 767 3143 2111 1881 598
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 15
split_gain=2.10766e-05 5.93449e-05 4.32896e-05 3.84261e-05 5.44796e-05 4.25655e-05 2.06572e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 -0.089024999999999979
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=0.00045688033902490879 -0.00027000592234376904 -9.0177321816714052e-05 -0.00035946826865763671 0.00049038573415752999 -8.1232529948273481e-05 -0.00030902342632343024 0.00030259690865346944
leaf_weight=0.0010754453250579098 0.0010392176979851881 0.0010531523933711043 0.001310707074153105 0.0013425516096660008 0.0012268004109984225 0.0018313338291182047 0.0010071114419269453
leaf_count=248 179 234 494 507 173 1330 745
internal_value=0 2.51786e-05 -3.45605e-05 3.13523e-05 0.000217453 -9.15168e-05 0.000101821
internal_weight=0 0.0088471 0.00777166 0.00646095 0.00256935 0.0038916 0.00206026
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=8
num_cat=0
split_feature=50 12 156 52 52 2 15
split_gain=2.80929e-05 4.04269e-05 4.3722e-05 4.9828e-05 7.42271e-05 4.77846e-05 2.5102e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 0.082605000000000026 0.10701500000000001 -0.081429999999999989 0.094010000000000024 -0.095799999999999982
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=-0.00029264833991896614 -0.00031885738408931485 0.00044355287406196321 -0.00030003152911386804 0.00053386748601776752 -0.00010079908631654444 -0.00028788623684920437 0.00030981601554528693
leaf_weight=0.0013139406900890818 0.0010107182583138008 0.0014820156539122678 0.0010179342674150492 0.001026080299075539 0.0010347843872965362 0.0019915646068420813 0.0012809858668934202
leaf_count=437 779 454 468 403 165 383 821
internal_value=0 2.56282e-05 7.90148e-05 0.000135628 6.50458e-05 -6.51863e-05 0.000126336
internal_weight=0 0.00914731 0.00783337 0.00681543 0.00578935 0.00430733 0.00231577
internal_count=3910 3131 2694 2226 1823 1369 986
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=8
num_cat=0
split_feature=52 52 151 0 0 15 42
split_gain=2.24541e-05 4.10986e-05 4.86616e-05 7.32043e-05 4.1171e-05 3.82364e-05 3.31419e-05
threshold=0.11110500000000002 -0.048794999999999991 -0.0008699999999999999 0.0059850000000000016 -0.15007499999999999 -0.10192499999999999 0.078965000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.00021214216251648317 0.00020693037174365807 -0.00054363139572559459 -0.0001462210901665791 -0.00046170892780188287 0.00044746725580063214 0.00032077661456166533 -1.5276383725657014e-05
leaf_weight=0.0010172833263908895 0.0016377560397183724 0.0010057214872376905 0.0011962728001004128 0.0012125407423139506 0.0014451757411728058 0.0015441929453654838 0.0010115706581889164
leaf_count=96 673 306 298 113 592 1330 502
internal_value=0 -4.3966e-05 -0.000158541 -6.05666e-05 0.000119575 0.000116922 0.000256932
internal_weight=0 0.00843276 0.00495873 0.00395301 0.00347403 0.00274047 0.00245675
internal_count=3910 3237 2047 1741 1190 1628 1094
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=6
num_cat=0
split_feature=376 43 0 0 2
split_gain=1.2121e-05 3.65285e-05 4.85475e-05 2.76502e-05 3.246e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 -0.071924999999999989 0.099675000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0066037558935323169 0.010328778878521884 -0.010200300738935198 0.021195054045043397 -0.016612781544626403 0.00848352673087884
leaf_weight=0.0011515198980202872 0.0010013964376196964 0.0019253252849374984 0.0013824151795943057 0.0016858066399778613 0.0017984290475024783
leaf_count=1104 206 1325 313 614 348
internal_value=0 -0.00134598 0.00856218 -0.00598714 -0.00117674
internal_weight=0 0.0079435 0.00253394 0.00540956 0.00372375
internal_count=3910 3704 1417 2287 1673
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=7
num_cat=0
split_feature=42 51 12 12 1 16
split_gain=1.08325e-05 2.85944e-05 4.02728e-05 3.61543e-05 3.91757e-05 7.42152e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.085185000000000025 0.094385000000000011 -0.095609999999999987
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=-0.0087965197385197497 -0.013296755869031233 -0.009344743494440047 -0.012816078266336982 0.020622723733172102 -0.0069890008619573748 0.02944844877813594
leaf_weight=0.0012185355322817167 0.0011365114816444645 0.0016351241255347371 0.0011842954717630836 0.001519265628085055 0.001130899013813758 0.0011053176246810998
leaf_count=1060 521 488 274 1009 301 257
internal_value=0 0.00134965 0.00388136 0.00754973 0.00241937 0.0110213
internal_weight=0 0.00771141 0.0065749 0.00539061 0.00387134 0.00223622
internal_count=3910 2850 2329 2055 1046 558
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=7
num_cat=0
split_feature=15 52 16 15 13 150
split_gain=1.16083e-05 1.98526e-05 5.49479e-05 4.6748e-05 5.91063e-05 5.35916e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26538000000000006 -0.0063699999999999989 -0.0019849999999999994 0.077110000000000012
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=0.0094293946737297896 -0.020326098170132006 0.010660183960943995 -0.024641274562191524 0.025812623189008285 -0.0043815306312791815 0.0066110097380901985
leaf_weight=0.0011324747641375411 0.0016317788504387324 0.0011599256664611398 0.0010386390010226863 0.0012554853245490129 0.0013405748560644348 0.0013492929606946781
leaf_count=317 787 588 431 1011 387 389
internal_value=0 -0.00140724 -0.00352299 0.000409905 0.0102207 -0.00813382
internal_weight=0 0.0077757 0.00661577 0.00557713 0.00259606 0.00298107
internal_count=3910 3593 3005 2574 1398 1176
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=9
num_cat=0
split_feature=15 42 49 160 3 2 1 3
split_gain=1.85983e-05 3.21964e-05 4.97074e-05 7.86821e-05 5.08855e-05 5.91657e-05 5.54646e-05 1.97208e-05
threshold=0.084050000000000014 0.093125000000000013 -0.0019649999999999997 0.069910000000000014 0.092005000000000017 0.11260500000000001 0.095575000000000007 -0.080744999999999997
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=-0.00054509815658720061 -0.00025321177309279891 -0.00029916700699625186 0.00033501402839967504 0.00020199080172867667 -0.00039838923835649423 0.00025246829668559194 0.00068473786291263548 -4.7833161280830936e-05
leaf_weight=0.0011025309763587764 0.0010109398557586321 0.0010178355302089825 0.0010254843742415834 0.0010660409046562478 0.0010286992058819618 0.0011233862066688093 0.0011127816356393885 0.0010438360674358711
leaf_count=447 1330 418 543 197 136 149 325 365
internal_value=0 2.80758e-05 7.247e-05 -0.000177839 0.000174231 -5.86423e-05 0.000331726 0.000141893
internal_weight=0 0.00852059 0.00750276 0.00216857 0.00533419 0.00215209 0.0031821 0.00206932
internal_count=3910 2580 2162 644 1518 285 1233 908
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=8
num_cat=0
split_feature=15 42 49 160 3 1 3
split_gain=1.17461e-05 2.90787e-05 4.65963e-05 6.05439e-05 5.59945e-05 5.05955e-05 4.39947e-05
threshold=0.079360000000000014 0.092145000000000019 -0.0019649999999999997 0.019875 0.092005000000000017 0.094485000000000013 0.13772500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6
right_child=-2 -3 4 -5 6 -7 -8
leaf_value=-0.026417559745927757 -0.0096686483626315239 -0.01454323752115083 0.0081115195443833919 0.0083015228723275925 -0.018456580111423128 0.036272527630307853 0.011091695695484634
leaf_weight=0.0010061401208332303 0.0011065668536338153 0.0010038879048633875 0.0017606316761027896 0.0010029286244808823 0.0010026182101781356 0.0010005611155466635 0.0010129988719864602
leaf_count=419 1436 441 795 218 121 316 164
internal_value=0 0.0013417 0.00369168 -0.00908577 0.00906573 0.0183161 -0.00360635
internal_weight=0 0.00778977 0.00678588 0.00200907 0.00477681 0.00276119 0.00201562
internal_count=3910 2474 2033 637 1396 1111 285
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=6
num_cat=0
split_feature=51 1 2 151 13
split_gain=1.20462e-05 2.26854e-05 2.99305e-05 3.47625e-05 5.43637e-05
threshold=-0.09021499999999999 0.11561500000000001 0.086650000000000019 -0.0088999999999999982 -0.075169999999999987
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0089633866838713626 -0.015418574690465415 0.0091086829019025924 -0.01530338315557987 -0.010586921265767248 0.016077661350234546
leaf_weight=0.0012766799921545635 0.0017351311906866271 0.0015844009405385825 0.0010850876707118864 0.0012737078282623463 0.0019129644326835607
leaf_count=515 1293 451 360 487 804
internal_value=0 -0.00153539 -0.00434291 0.00015587 0.00541987
internal_weight=0 0.00759129 0.00600689 0.00427176 0.00318667
internal_count=3910 3395 2944 1651 1291
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=6
num_cat=0
split_feature=51 484 49 3 1
split_gain=1.13566e-05 2.63815e-05 2.73214e-05 3.89514e-05 2.6648e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.13309499999999996 0.094890000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0098700182041100721 -0.0086834858292267891 0.016547014703761305 -0.022086388299241578 -0.0083319188512404486 0.0084362682702514031
leaf_weight=0.0017439172907160565 0.0012926582821550098 0.001004881156965615 0.0010200620144311398 0.0019242897869701776 0.0018675536491806484
leaf_count=371 487 456 231 1856 509
internal_value=0 0.00145925 -0.000853414 -0.00473977 -7.32738e-05
internal_weight=0 0.0075607 0.00655582 0.00481191 0.00379184
internal_count=3910 3423 2967 2596 2365
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=8
num_cat=0
split_feature=376 43 2 49 4 4 4
split_gain=2.31558e-05 3.38676e-05 4.96103e-05 3.34675e-05 4.64205e-05 8.83647e-05 5.16235e-05
threshold=0.048375000000000008 -0.083899999999999988 0.087005000000000013 0.090115000000000015 -0.06272999999999998 -0.00072999999999999985 0.17888000000000001
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=0.00046455332205271662 0.00026105461323512114 -0.00047907637188658153 -0.00013779507838176025 0.00022156357839005908 0.00044308630780925658 -0.00049064319189035292 -1.1813341103216604e-06
leaf_weight=0.001104678936672779 0.0011124187731874008 0.0013744904619141934 0.0010030153406538056 0.0010140691669394391 0.0010084513076486475 0.0014919058384582256 0.0018629589553315973
leaf_count=334 206 1178 569 444 456 404 319
internal_value=0 -3.9076e-05 0.000177906 -0.00010681 -0.000164845 -6.58589e-05 -0.000218845
internal_weight=0 0.00885957 0.00210769 0.00675188 0.00573781 0.00436332 0.00335486
internal_count=3910 3704 903 2801 2357 1179 723
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=7
num_cat=0
split_feature=13 3 16 52 2 15
split_gain=1.12217e-05 3.22447e-05 3.8206e-05 5.71517e-05 3.39632e-05 4.30584e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084890000000000007 0.099015000000000006 -0.0063699999999999989
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=0.0093580302126345018 -0.01125287693952432 -0.01584757997572386 0.018179082196353114 -0.023013841793729388 0.018274741824473341 0.01267098276718105
leaf_weight=0.0011144361347697022 0.0019756696832501563 0.0012841164550229447 0.0011328563817834406 0.0010448134876796704 0.0010940450867788095 0.0012149401760964229
leaf_count=210 822 138 502 1128 367 743
internal_value=0 -0.00137419 0.00150179 -0.00204322 0.00307047 -0.002143
internal_weight=0 0.00774644 0.00646232 0.00532947 0.00428465 0.00319061
internal_count=3910 3700 3562 3060 1932 1565
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=9
num_cat=0
split_feature=15 42 3 47 12 1 16 3
split_gain=2.38557e-05 3.72811e-05 4.36801e-05 4.68384e-05 4.64953e-05 3.1752e-05 6.04976e-05 5.41377e-05
threshold=0.084050000000000014 0.093125000000000013 -0.08348499999999999 0.09252500000000001 0.089570000000000025 0.094165000000000013 -0.070594999999999977 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00060817425934340836 -0.00027550334765544834 -0.00030541657627376328 -0.00040351476090489551 -0.00037292052040403893 4.9438009527380055e-05 -7.9642100761829565e-05 0.00059367695545087663 0.00017297419894313397
leaf_weight=0.0010607059835021533 0.0010837628795072459 0.0011057452574782757 0.0010866176061449569 0.0011190994027002379 0.0012443414174199332 0.0010292514233554355 0.0010229513673932393 0.0014783939835770871
leaf_count=508 1330 418 574 222 283 232 219 124
internal_value=0 3.2158e-05 7.85769e-05 -1.30304e-05 0.00030655 7.41981e-05 0.000255984 -7.12442e-05
internal_weight=0 0.00914711 0.00804136 0.00573631 0.00230505 0.00461721 0.0020522 0.00256501
internal_count=3910 2580 2162 1371 791 1149 451 698
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=6
num_cat=0
split_feature=42 160 160 3 42
split_gain=1.20442e-05 2.85948e-05 2.75749e-05 3.93636e-05 5.35347e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 0.085330000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0093142179455915335 -0.010141978563249138 0.026470623708014923 -0.0098182367208056176 -0.0048035605809047931 0.0008730031422279046
leaf_weight=0.00120539916571385 0.0016676693808541183 0.0017012150266626984 0.0010782761985019436 0.0016401184872506859 0.0015719955438231814
leaf_count=1060 1040 397 332 252 829
internal_value=0 0.00143955 0.00466309 0.00784115 0.0141771
internal_weight=0 0.00765927 0.00599161 0.00491333 0.00327321
internal_count=3910 2850 1810 1478 1226
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=8
num_cat=0
split_feature=15 42 3 47 0 2 12
split_gain=2.34284e-05 4.64473e-05 3.89112e-05 4.44698e-05 3.9209e-05 3.69875e-05 3.51683e-05
threshold=0.084050000000000014 0.093125000000000013 -0.08348499999999999 0.09252500000000001 -0.23029999999999998 0.096540000000000015 0.089570000000000025
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=0.00056214706502182965 -0.00028513284637319018 -0.00035587646927391284 0.00039508010116809329 -0.00036542857731358013 -0.0002683440120846955 0.00014394976694376738 6.7946423793372387e-05
leaf_weight=0.0010240117422145928 0.0010605150333785002 0.0010920575057184615 0.0011088681726666993 0.0010965976340487557 0.001440937502357905 0.0019945475942972192 0.0012051478452492388
leaf_count=508 1330 418 100 222 614 435 283
internal_value=0 2.30641e-05 7.5646e-05 -1.10245e-05 7.44967e-05 -2.89777e-05 0.000294968
internal_weight=0 0.00896217 0.00787011 0.00564095 0.00454435 0.00343549 0.00222916
internal_count=3910 2580 2162 1371 1149 1049 791
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=7
num_cat=0
split_feature=15 42 3 4 1 3
split_gain=1.19075e-05 2.81255e-05 4.23167e-05 3.36773e-05 5.50259e-05 2.98658e-05
threshold=0.079360000000000014 0.092145000000000019 -0.10140999999999999 0.074650000000000008 0.094385000000000011 0.088060000000000013
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=0.017454010573769555 -0.0097342612518954083 -0.014250628163447316 -0.017415669337336865 -0.012995564172358663 0.020668611635571911 0.0060213376979613986
leaf_weight=0.0016764747549481099 0.0011060873422895452 0.0010052458028594839 0.0010410068600142947 0.0015784748641607853 0.0013247576916726274 0.001138182612208472
leaf_count=325 1436 441 870 409 322 107
internal_value=0 0.00135586 0.003677 -0.000867444 0.00459609 -0.00517461
internal_weight=0 0.00776414 0.0067589 0.00508242 0.00350395 0.00217919
internal_count=3910 2474 2033 1708 1299 977
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=8
num_cat=0
split_feature=11 49 160 13 1 1 49
split_gain=2.20751e-05 3.51424e-05 4.62377e-05 3.63034e-05 5.19296e-05 5.1734e-05 4.97817e-05
threshold=0.077330000000000024 0.093425000000000022 0.087825000000000014 -0.090744999999999978 0.096035000000000023 1.0000000180025095e-35 -0.0019649999999999997
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=0.00030199959755557816 -0.00026525696399877827 0.00037133418147209497 -0.00039880347318107623 -9.5399747925777978e-05 -0.00057051294328495082 0.00045814418421365091 -1.2664239668313918e-05
leaf_weight=0.0016019646703976931 0.0010981466186585674 0.0010226357486624619 0.0010464077028436315 0.0014128245546038863 0.0010181433885964875 0.0012008811614430156 0.0015533855781171258
leaf_count=418 279 521 334 1252 208 521 377
internal_value=0 2.94796e-05 -1.51477e-05 4.40019e-05 -3.57058e-05 0.000158929 -0.000233533
internal_weight=0 0.00885624 0.00783361 0.0067872 0.00518523 0.00261371 0.00257153
internal_count=3910 3631 3110 2776 2358 1773 585
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=7
num_cat=0
split_feature=47 43 16 16 49 12
split_gain=1.98018e-05 5.77045e-05 4.82158e-05 2.91614e-05 3.38737e-05 5.08575e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 -0.0083999999999999995 -0.029304999999999998 0.080120000000000011
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=0.0004542819053084775 -0.00026450641641760251 0.00017361151251165177 -0.00037694955353940535 0.00026487226482211365 3.7324173919056894e-05 -0.00048741680719711965
leaf_weight=0.0010584189952387866 0.0010129918680558724 0.0017754186816462065 0.0013081874960285287 0.0016055053795741491 0.0018099105673559405 0.0011686043149971024
leaf_count=248 179 331 494 667 396 1595
internal_value=0 2.51137e-05 -3.41276e-05 3.63936e-05 -4.07685e-05 -0.000168555
internal_weight=0 0.00872605 0.00766763 0.00635944 0.00475393 0.00297851
internal_count=3910 3731 3483 2989 2322 1991
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=8
num_cat=0
split_feature=124 1 13 3 0 52 16
split_gain=3.84169e-05 4.10767e-05 3.47633e-05 5.58396e-05 5.40922e-05 4.00129e-05 7.42104e-05
threshold=-0.061329999999999989 0.12730000000000002 -0.13934999999999997 -0.12008499999999998 -0.083934999999999996 -0.072349999999999984 -0.19424999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.00035740558715531827 -0.00035252879641842606 0.00025704737606289149 0.00029507697739633289 -0.0003508142582692523 -0.00052874456119886531 -0.00023925516609826954 0.00044031709646767436
leaf_weight=0.0010058487186027322 0.0016799238933022115 0.0014462575794120863 0.0014952463415942047 0.0010183796718896956 0.0010636808223026852 0.001198757666447255 0.0012748099570557697
leaf_count=310 205 268 303 258 1443 209 914
internal_value=0 -4.62477e-05 -0.000102987 -3.37064e-05 -0.00014162 -2.36975e-05 0.000110978
internal_weight=0 0.00917706 0.0077308 0.00605087 0.00455563 0.00349195 0.00247357
internal_count=3910 3600 3332 3127 2824 1381 1123
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=6
num_cat=0
split_feature=4 151 16 15 13
split_gain=1.18934e-05 2.98463e-05 4.44001e-05 2.65046e-05 4.36838e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 -0.064869999999999983 -0.0019849999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011351261174655933 0.0074422818459414647 -0.018261455800935165 -0.01311174108990963 0.017397023462580725 -0.0066402830592759117
leaf_weight=0.0013882821708194873 0.0017173464222286043 0.0017539512404004479 0.0010249790953396716 0.0015269450573343153 0.0014975279772443681
leaf_count=558 426 539 579 1211 597
internal_value=0 -0.00182015 -0.00497099 0.000785545 0.00549527
internal_weight=0 0.00719169 0.0058034 0.00404945 0.00302447
internal_count=3910 3484 2926 2387 1808
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=8
num_cat=0
split_feature=49 2 2 3 43 15 43
split_gain=1.09728e-05 2.93822e-05 4.11576e-05 3.73611e-05 3.44042e-05 3.74761e-05 3.1566e-05
threshold=0.093425000000000022 0.114165 0.10457000000000001 0.090325000000000003 -0.074254999999999988 -0.041049999999999996 -0.090164999999999981
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=-0.0066367270871102949 0.0096004178423500161 0.013303737967008079 -0.020280940814855909 0.016501964925026254 -0.027263027636455529 -0.001104394669245258 0.017675114597874332
leaf_weight=0.001138385881072828 0.0010439437229532193 0.0011703425886620085 0.0012440595616812445 0.0010830845855750414 0.0010054417216107158 0.0012029223641182316 0.0010059995510564908
leaf_count=453 541 427 282 162 275 1128 642
internal_value=0 -0.00131227 -0.00387305 -0.000117896 -0.00425338 -0.0130141 0.00476873
internal_weight=0 0.00785024 0.00667989 0.00543583 0.00435275 0.00220836 0.00214439
internal_count=3910 3369 2942 2660 2498 1403 1095
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=9
num_cat=0
split_feature=47 52 2 3 2 13 2 15
split_gain=2.51945e-05 3.71928e-05 3.62209e-05 4.6269e-05 4.90244e-05 4.02297e-05 3.83972e-05 1.51801e-05
threshold=0.11669500000000001 0.11401500000000002 0.097940000000000013 -0.016619999999999996 0.08400500000000001 -0.089899999999999994 0.083185000000000023 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -5 -7
right_child=-2 -3 5 6 -6 7 -8 -9
leaf_value=-0.0001014303638363191 -0.00029094447335773274 -0.00030456913884477187 0.00049678524395960135 1.430251908034887e-05 0.0004479575147383725 0.00022472841585653223 -0.00052686478455495208 -0.00011343434111985172
leaf_weight=0.0014218362145737139 0.0010460062476183299 0.0011164863803013311 0.0013317355028807645 0.0010013720610084105 0.0011135428829723141 0.0010397809483713547 0.0010150246716819395 0.0010023770302525904
leaf_count=705 179 606 192 181 1183 417 169 278
internal_value=0 3.04847e-05 7.76836e-05 -3.64377e-05 0.000139862 0.000231647 -0.000258113 5.87439e-05
internal_weight=0 0.00904216 0.00792567 0.00455178 0.00253538 0.00337389 0.0020164 0.00204216
internal_count=3910 3731 3125 2238 1888 887 350 695
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=8
num_cat=0
split_feature=47 43 2 2 0 1 3
split_gain=3.01234e-05 4.61081e-05 5.86864e-05 5.82033e-05 4.29494e-05 4.20959e-05 3.01119e-05
threshold=0.11669500000000001 -0.18906999999999999 0.099015000000000006 0.084235000000000018 -0.097664999999999988 0.084330000000000016 0.11818000000000002
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=0.00040405369109637026 -0.00031899054339254901 0.00035105792709116425 0.00034454482050026404 -0.00066798500931722674 -0.00017805919248803668 -0.00011360559239985888 -2.0063796050302961e-05
leaf_weight=0.001120306478483918 0.001051716214436252 0.0010006823322939974 0.0018264080161670161 0.0011122144778267719 0.0014364914710554269 0.0010001502168575445 0.0016645021513171361
leaf_count=248 179 144 784 1312 895 150 198
internal_value=0 3.13838e-05 -2.05418e-05 -0.00016728 3.91917e-05 -0.000405501 0.000170696
internal_weight=0 0.00916076 0.00804045 0.00454954 0.00243717 0.00211236 0.00349091
internal_count=3910 3731 3483 2501 1039 1462 982
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 43 16
split_gain=2.67893e-05 5.5599e-05 4.69082e-05 3.23963e-05 4.4849e-05 3.15634e-05 3.89503e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.12046500000000002 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00045415775611744845 -0.00030530904001529162 -0.00033480644546099642 -0.00036391575760909658 0.00043340897499322535 -9.9189026266407305e-05 -0.00014513391125846556 0.0003484914687197834
leaf_weight=0.0010540603504723542 0.0010099069909400371 0.0011928362315482338 0.0013100580638323936 0.0014902818992326263 0.0010266259150683412 0.0015448182912829347 0.0010206007064011064
leaf_count=248 179 1587 494 520 160 524 198
internal_value=0 3.21932e-05 -2.6444e-05 4.40096e-05 0.000216167 -7.12842e-05 5.12451e-05
internal_weight=0 0.00863928 0.00758522 0.00627516 0.00251691 0.00375826 0.00256542
internal_count=3910 3731 3483 2989 680 2309 722
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 3 1
split_gain=2.07692e-05 4.79665e-05 5.25771e-05 3.63968e-05 4.98642e-05 3.22304e-05 7.98029e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.086245000000000016 0.095575000000000007
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=0.00041641800324545262 -0.00027274565696889158 -0.00046798755654630221 -0.00038854494366901386 0.00048981979716558415 -6.2866631439924752e-05 0.00021299924940976035 0.000214861254469219
leaf_weight=0.0010596494355435892 0.0010007905320573935 0.0016129067029985688 0.0012962224004131259 0.0013238582595253069 0.001193353400788156 0.0010641163349338037 0.0011114238945437421
leaf_count=248 179 1882 494 507 173 125 302
internal_value=0 2.55941e-05 -2.88841e-05 4.50496e-05 0.000227804 -7.63802e-05 -0.000189411
internal_weight=0 0.00866153 0.00760188 0.00630566 0.00251721 0.00378845 0.00272433
internal_count=3910 3731 3483 2989 680 2309 2184
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=8
num_cat=0
split_feature=50 12 156 160 2 16 12
split_gain=3.9071e-05 4.40523e-05 5.00722e-05 6.01335e-05 4.44295e-05 5.32517e-05 3.84685e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 0.082605000000000026 0.087825000000000014 0.087005000000000013 -0.08755499999999998 0.089570000000000025
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=-0.00029561336733322213 -0.00037222202444568909 0.00010498291447304752 -0.00031923838624404267 -0.00029347630401866715 0.00027741876904172785 0.00067264931246092919 -0.00015318945168684426
leaf_weight=0.0013370647717118028 0.0010161431417507428 0.0011479747428459392 0.0010027027646001795 0.0010006171418471396 0.0016798877034546644 0.0014227578113425437 0.0015187452203368097
leaf_count=437 779 288 468 285 441 554 658
internal_value=0 3.31402e-05 8.96927e-05 0.000150259 0.000227219 0.000419155 7.29614e-05
internal_weight=0 0.00910975 0.00777269 0.00676998 0.00576937 0.00257073 0.00319863
internal_count=3910 3131 2694 2226 1941 842 1099
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 15
split_gain=2.79587e-05 4.15481e-05 4.6951e-05 3.12062e-05 5.54632e-05 3.20027e-05 1.71376e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 -0.089024999999999979
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=0.00038975723378052441 -0.00030661333977201398 -6.7771774840900804e-05 -0.00035221967655825102 0.00048739867343953715 -8.5210224830312237e-05 -0.00024915243138185308 0.00028725036862131892
leaf_weight=0.0010888362662857904 0.0010557485526555615 0.0010719279466417945 0.0013468739319377936 0.0013725732581998638 0.0012359866002423006 0.0018398148572040789 0.0010203690938646863
leaf_count=248 179 234 494 507 173 1330 745
internal_value=0 3.0716e-05 -1.88478e-05 4.9801e-05 0.000216085 -6.05119e-05 0.000105365
internal_weight=0 0.00897638 0.00788755 0.00654067 0.00260856 0.00393211 0.0020923
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=8
num_cat=0
split_feature=11 13 16 3 39 3 0
split_gain=1.83899e-05 2.70773e-05 3.6909e-05 3.47851e-05 3.9306e-05 2.81186e-05 2.70663e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.10856000000000002 0.005105000000000001 -0.08348499999999999 -0.11287999999999999
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=0.00022920714340020896 -0.00024605182718574992 -0.00036525241177069105 0.00022404587130728034 -0.00028928188855492718 0.00044177033975697203 0.00010369149477971935 -0.00033459138438819854
leaf_weight=0.0019636615535857703 0.0010679977173413116 0.0010765383911574902 0.0014006252016246275 0.0010613413690525042 0.001031038201914556 0.0010072462004105411 0.0011721272471759971
leaf_count=534 279 261 1059 94 261 129 1293
internal_value=0 2.65588e-05 -3.24036e-05 3.07664e-05 0.000104433 7.2803e-06 -0.000132029
internal_weight=0 0.00871258 0.00674892 0.00567238 0.00461104 0.00358 0.00217937
internal_count=3910 3631 3097 2836 2742 2481 1422
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=8
num_cat=0
split_feature=159 15 12 3 1 4 12
split_gain=3.45902e-05 4.55534e-05 3.99372e-05 4.51815e-05 3.89632e-05 8.70891e-05 6.13156e-05
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.023959999999999995 0.13772500000000001 0.09112000000000002 0.05309500000000001 0.080120000000000011
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=-0.00033172321497016067 0.00042940669037716447 -0.00032499807799144025 0.00045308008621618731 0.00043377378247876135 -0.00062977693493792002 8.5496191522381921e-05 -0.00010238562776318217
leaf_weight=0.0010821197540121239 0.0010210450638903383 0.0013003501633683636 0.0013322179676285709 0.0010055466413894792 0.0010511727731980732 0.0017340905462619512 0.0017914567963153427
leaf_count=633 281 314 175 100 413 186 1808
internal_value=0 3.88104e-05 -9.73796e-06 4.95504e-05 -1.58344e-05 -0.000184452 0.000134515
internal_weight=0 0.00923588 0.00821483 0.00691448 0.00590894 0.00278526 0.00312367
internal_count=3910 3277 2996 2682 2582 599 1983
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=7
num_cat=0
split_feature=15 150 16 0 52 16
split_gain=1.12318e-05 2.15779e-05 4.32791e-05 5.45927e-05 9.167e-05 1.31049e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.27337499999999998 -0.10575999999999998 0.083750000000000005 0.13514000000000004
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=0.0091838458693027491 -0.020988134051354169 0.0088952010301519054 0.017076700650852379 -0.028266133067287771 0.011467423511942843 -0.01227913394779194
leaf_weight=0.0011493527685388126 0.0012167041004618262 0.0016178010463569264 0.0013679688510521738 0.0010378213392197224 0.0016179636129695025 0.0010134350078588384
leaf_count=317 239 427 283 1091 1047 506
internal_value=0 -0.00139877 -0.00406169 2.67944e-05 -0.0063298 -0.0203677
internal_weight=0 0.00787169 0.00625389 0.00503719 0.00366922 0.00205126
internal_count=3910 3593 3166 2927 2644 1597
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=6
num_cat=0
split_feature=376 43 0 0 2
split_gain=1.09152e-05 3.17782e-05 4.17029e-05 3.1099e-05 2.40678e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 -0.071924999999999989 0.099675000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0061545341094395405 0.0097603978280469076 -0.008240693688220729 0.019535101069164288 -0.016833094371155436 0.0078074236261660799
leaf_weight=0.0011529962418425099 0.001007745407358966 0.0019404280054059354 0.0013981773522135778 0.0016966197279575873 0.0018027101372934959
leaf_count=1104 206 1325 313 614 348
internal_value=0 -0.0012837 0.00792474 -0.00560233 -0.000511857
internal_weight=0 0.00799093 0.00255117 0.00543976 0.00374314
internal_count=3910 3704 1417 2287 1673
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.06237e-05 2.3142e-05 4.33485e-05 2.06758e-05 3.00426e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.092255000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0098424865191322417 0.0069864865463704698 -0.02329606781920484 0.008489923263072385 -0.012820059585573541 0.0072512146659044242
leaf_weight=0.0013965456306523905 0.0017351979803322147 0.0010129243806763005 0.0016622488180432385 0.0019834333706894767 0.0011950687861541328
leaf_count=558 426 201 699 1815 211
internal_value=0 -0.00172427 -0.00448382 -0.000547367 -0.00527356
internal_weight=0 0.00725022 0.00585368 0.00484075 0.0031785
internal_count=3910 3484 2926 2725 2026
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 0
split_gain=2.35345e-05 5.80737e-05 5.87853e-05 3.04462e-05 5.52336e-05 4.67982e-05 2.21427e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 -0.088084999999999983
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=0.00045291367603510078 -0.0002863573570584574 0.00033276319797905543 -0.0004055776806568982 0.00047965458781862872 -9.2791701309395688e-05 -0.00029304341847128355 -7.0513806459731359e-05
leaf_weight=0.0010745528491882044 0.0010397235485907234 0.0010704323305248699 0.0013494088450334242 0.0013687031322486773 0.001230729373894847 0.0018395807553716363 0.0010244170533021855
leaf_count=248 179 283 494 507 173 1330 696
internal_value=0 2.52942e-05 -3.29938e-05 4.39543e-05 0.000208624 -6.48409e-05 0.000135554
internal_weight=0 0.00895782 0.00788327 0.00653386 0.00259943 0.00393443 0.00209485
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=8
num_cat=0
split_feature=151 52 13 1 4 0 0
split_gain=1.15565e-05 3.33445e-05 5.10666e-05 5.45303e-05 3.93232e-05 2.36958e-05 2.2144e-05
threshold=-0.084764999999999993 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.05309500000000001 -0.072559999999999986 -0.089879999999999974
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=-0.0094929379917754551 0.0064232365515604177 -0.014803850547906023 -0.012776010882596032 -0.021124485538699053 0.020197005915152198 0.0067433021426139272 0.027084725066569889
leaf_weight=0.0011315767228892775 0.0010131818126216773 0.0011031406643127418 0.0012044885822071656 0.0011167196503740159 0.0010736708406925994 0.0012858982450865309 0.0010628901143788169
leaf_count=406 366 620 1052 248 293 458 467
internal_value=0 0.00131587 0.00394762 -0.00184212 0.00419959 -0.00269732 0.0170013
internal_weight=0 0.00785999 0.00675685 0.00468078 0.00356406 0.00249039 0.00207607
internal_count=3910 3504 2884 2051 1803 1510 833
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=8
num_cat=0
split_feature=47 43 52 16 15 1 4
split_gain=2.13069e-05 5.02781e-05 4.55488e-05 2.74113e-05 6.51438e-05 5.96704e-05 8.76026e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.070590000000000014 -0.0063699999999999989 0.11167500000000001 0.015635000000000003
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=0.00042741138259082755 -0.00027017508730140693 -0.00022431772210117513 -0.00029002414124831177 -0.00023300797452731816 0.00044813974893440816 -0.00040179437488896234 0.0005722267206190679
leaf_weight=0.0010722783209471416 0.0010175640169631022 0.0011113935465867026 0.0018926537923195609 0.0010150748668123124 0.0015796982716147958 0.0011275851253994308 0.0010161919896188917
leaf_count=248 179 563 1139 529 730 250 272
internal_value=0 2.94869e-05 -2.5622e-05 5.9921e-05 0.000121421 -3.71318e-05 0.000156133
internal_weight=0 0.00881488 0.0077426 0.00584994 0.00483487 0.00325517 0.00212759
internal_count=3910 3731 3483 2344 1815 1085 835
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=7
num_cat=0
split_feature=1 4 47 4 1 3
split_gain=1.75142e-05 4.22272e-05 2.9806e-05 5.46525e-05 8.40701e-05 3.82346e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0051950000000000008 0.11097000000000001 -0.0026499999999999996
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=6.7191646685903518e-05 0.00016311657823275987 -0.00042289577355048865 -0.00017188273844366683 0.00071046290185725134 2.4526720973349007e-05 -0.00035962425515245614
leaf_weight=0.001612322846209265 0.0010239439790628701 0.0011638609250999535 0.0017727526685135022 0.0011539300366473215 0.0016975722615421253 0.0011334174694800619
leaf_count=422 818 1586 328 169 358 229
internal_value=0 -0.000138268 4.6622e-05 0.000123956 0.000302108 -0.000111517
internal_weight=0 0.00277618 0.00678162 0.00500886 0.0028515 0.00215736
internal_count=3910 2008 1902 1574 527 1047
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=7
num_cat=0
split_feature=1 12 2 151 16 3
split_gain=1.0958e-05 2.7889e-05 3.21689e-05 5.0085e-05 3.44963e-05 3.40003e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.084184999999999996 -0.032959999999999996
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=-0.022303153760961883 0.0081011275324126431 -0.015616538890162771 -0.011520857975357816 0.026261863037683731 0.0045834813408008089 0.0034297573321798317
leaf_weight=0.0010122700557721248 0.0013948952102391865 0.001187733661334755 0.0011941580149016666 0.00115755535915543 0.0020062663122312955 0.0010419904661840172
leaf_count=1155 331 522 404 430 865 203
internal_value=0 -0.0015413 0.00106585 0.00592878 0.012515 -0.00925055
internal_weight=0 0.00759997 0.00641224 0.00435798 0.00316382 0.00205426
internal_count=3910 3579 3057 1699 1295 1358
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=8
num_cat=0
split_feature=11 16 3 1 2 2 52
split_gain=2.8042e-05 3.02769e-05 4.232e-05 2.96706e-05 3.85192e-05 4.22479e-05 2.41647e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.12008499999999998 0.12864500000000004 0.10362500000000001 0.091985000000000011 -0.069134999999999988
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=-0.00023712961501335639 -0.00030364925327735928 0.00045694506848999942 -0.00029863013124077799 0.00031193720883359281 -0.0003191588800435788 0.00037195547973784373 7.9324734660316226e-05
leaf_weight=0.0013532538767195186 0.0010709448112875943 0.0010001176316010978 0.0010912261129633887 0.0011268440905089433 0.0013862956339824139 0.0011755055278507278 0.0016098240331143675
leaf_count=385 279 120 455 209 476 462 1524
internal_value=0 3.2508e-05 8.18852e-05 2.31807e-05 -3.86458e-05 6.16686e-05 -7.33693e-05
internal_weight=0 0.00874307 0.00738981 0.0063897 0.00526285 0.00387656 0.00270105
internal_count=3910 3631 3246 3126 2917 2441 1979
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=6
num_cat=0
split_feature=1 4 1 151 4
split_gain=1.0438e-05 3.60434e-05 2.75693e-05 3.65686e-05 6.61135e-05
threshold=0.076710000000000014 -0.084009999999999987 0.096230000000000024 -0.0060399999999999994 0.24280000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0045447397840333217 0.012482804168529982 -0.019218396010395201 -0.018135300060887993 -0.010114054882306095 0.017603868566310844
leaf_weight=0.0015332597110372167 0.0018356135821735557 0.0010935179036188432 0.0010767133298115955 0.0018226538094993415 0.0016302144175249012
leaf_count=422 779 1586 274 491 358
internal_value=0 -0.00534777 0.00214459 -0.00204497 0.0029725
internal_weight=0 0.00262678 0.0063652 0.00452958 0.00345287
internal_count=3910 2008 1902 1123 849
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=7
num_cat=0
split_feature=49 3 16 2 43 0
split_gain=1.07515e-05 4.24961e-05 2.39587e-05 2.60666e-05 2.47225e-05 3.02104e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 0.10113500000000002 -0.079804999999999987 -0.06402999999999999
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=0.019831523550679239 -0.016081455825846268 -0.0070318795660300809 -0.0056213106079099975 -0.0089032927634542219 0.0017638322537011292 0.024680450506063975
leaf_weight=0.0011236529081299115 0.0010349974183525446 0.00123734356251438 0.0012969045331175672 0.0019330011918508947 0.0013430553347975821 0.0010062282193135071
leaf_count=350 261 209 824 699 1390 177
internal_value=0 0.00575304 -0.00210783 0.000484427 0.00546126 0.0115793
internal_weight=0 0.002361 0.00661419 0.00557919 0.00364619 0.00234928
internal_count=3910 559 3351 3090 2391 1567
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=7
num_cat=0
split_feature=43 4 1 15 1 2
split_gain=1.10508e-05 3.45656e-05 3.66768e-05 3.11894e-05 3.08638e-05 5.05587e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 0.11097000000000001 0.089505000000000015
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=0.0087811170871065387 -0.017407253273442246 -0.01362644233126447 -0.0062771435747908293 0.018655743633450839 -0.0081719967452506728 0.025375632972540821
leaf_weight=0.001227072663777415 0.0011527923684497903 0.0013077378710514374 0.0010177689996557671 0.0012814638039788948 0.001972432831580277 0.0010008865748331163
leaf_count=261 278 1794 302 613 489 173
internal_value=0 -0.00143402 0.00136431 0.00508243 0.000724297 0.00941689
internal_weight=0 0.00773308 0.00658029 0.00527255 0.00399109 0.00201866
internal_count=3910 3649 3371 1577 964 475
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=8
num_cat=0
split_feature=49 2 2 3 43 3 15
split_gain=1.08737e-05 2.51369e-05 3.78024e-05 3.25473e-05 2.9414e-05 3.71726e-05 2.53652e-05
threshold=0.093425000000000022 0.114165 0.10457000000000001 0.090325000000000003 -0.06705499999999999 -0.078669999999999976 -0.0078499999999999976
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=-0.0081581850807344349 0.0095699533900496427 0.012164364829344484 -0.019375128944809052 0.015367247333130796 -0.022334880258143678 0.017741255842683313 -0.00059985421459482653
leaf_weight=0.0011665646618248323 0.0010421826678903698 0.0011799030187481232 0.0012468528382007966 0.0010917322573192733 0.0011565513324878196 0.0010556490895325149 0.0010022029007332558
leaf_count=872 541 427 282 162 290 337 999
internal_value=0 -0.00129748 -0.00366128 -8.11668e-05 -0.00393089 0.00414519 -0.0122444
internal_weight=0 0.00789946 0.00671955 0.0054727 0.00438097 0.00222221 0.00215875
internal_count=3910 3369 2942 2660 2498 1209 1289
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=7
num_cat=0
split_feature=159 1 42 133 151 4
split_gain=2.35789e-05 3.08759e-05 3.24273e-05 6.30226e-05 4.55359e-05 7.39497e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.0057500000000000008
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=-0.00027922723610575978 -0.00039193052165312513 0.00032358902136002865 -0.00024816311886997325 0.00049026324433216226 -0.00019154958517867058 0.0003786028755020236
leaf_weight=0.0010314831238774124 0.0010840966294659556 0.0012192097225915254 0.0017298723380909037 0.0010574732533277708 0.001924634338729646 0.0016031058249344507
leaf_count=633 235 298 1065 533 907 239
internal_value=0 3.44681e-05 -1.31722e-05 5.85305e-05 -4.04639e-05 6.7544e-05
internal_weight=0 0.00861839 0.00739918 0.00566931 0.00461184 0.00352774
internal_count=3910 3277 2979 1914 1381 1146
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=7
num_cat=0
split_feature=157 42 43 1 16 51
split_gain=1.0259e-05 2.45208e-05 3.8805e-05 3.1668e-05 2.61579e-05 2.69208e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.096490000000000006 -0.055679999999999993 0.077145000000000005
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=-0.0087375798874974563 -0.012440879486776491 0.02742252366821046 -0.0032314595839516634 0.0024820228259384678 -0.012300271840622547 0.016161813566441748
leaf_weight=0.0011744220952774349 0.0011137915300854654 0.0010293908412907977 0.0019855751197837279 0.0010072849630339618 0.0015061330058704263 0.0011192903771715026
leaf_count=703 977 594 664 361 407 204
internal_value=0 0.00129095 0.00359166 0.0150876 -0.0014861 0.00375973
internal_weight=0 0.00776147 0.00664767 0.00203668 0.004611 0.00310487
internal_count=3910 3207 2230 955 1275 868
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=7
num_cat=0
split_feature=1 150 484 4 1 52
split_gain=1.07437e-05 2.0677e-05 2.88943e-05 2.78347e-05 3.80677e-05 2.8423e-05
threshold=0.12864500000000004 0.08486500000000001 0.073820000000000011 -0.00072999999999999985 0.10752500000000002 0.071660000000000015
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=-0.011746225248537875 0.008062612027519683 0.0089203964916480753 0.011349028395125174 -0.02843342205572183 -0.0024878300044216504 0.0086890651085339294
leaf_weight=0.0012353136656837209 0.0013876181276082714 0.0015170408222507292 0.001003107273829444 0.0011310488952153315 0.0011309373814047397 0.0015157806077094145
leaf_count=1154 331 402 356 593 174 900
internal_value=0 -0.00151274 -0.00414356 -0.0072436 -0.0154613 -0.000486918
internal_weight=0 0.00753323 0.00601619 0.00501308 0.00226199 0.00275109
internal_count=3910 3579 3177 2821 767 2054
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=6
num_cat=0
split_feature=51 12 42 2 16
split_gain=1.06242e-05 2.75153e-05 3.61559e-05 4.2361e-05 3.47384e-05
threshold=0.08955500000000001 -0.036459999999999992 0.085545000000000024 0.084235000000000018 -0.014099999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012746730718550909 -0.00836418640003944 0.020974540237731636 -0.0097246517397295441 -0.0091136369754501161 0.011491483694895978
leaf_weight=0.0011632451268170987 0.0013033315922265669 0.0016801907398744961 0.0014845894314415575 0.0015969909687617817 0.0016778059124707718
leaf_count=442 487 455 1202 736 588
internal_value=0 0.00140772 0.00396458 0.00806608 0.00144317
internal_weight=0 0.00760282 0.00643958 0.00495499 0.0032748
internal_count=3910 3423 2981 1779 1324
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=7
num_cat=0
split_feature=157 49 2 4 47 150
split_gain=1.07938e-05 2.39357e-05 3.74082e-05 5.27043e-05 4.59067e-05 5.56158e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 0.10946500000000002 -0.12499499999999999 0.09252500000000001 0.084555000000000019
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=-0.008981523775227717 -0.023657896987089758 0.014356855062476271 0.012464869070936949 0.019445267993848062 -0.017606213437071739 -0.0092562064572969584
leaf_weight=0.001167431109995406 0.0011880803626976152 0.0011934768324847658 0.0015600749411769166 0.0015816528602302675 0.0010231149054623712 0.0011779413234896405
leaf_count=703 211 578 413 1594 216 195
internal_value=0 0.00133506 -0.0010446 -0.00528453 0.000486217 0.00719395
internal_weight=0 0.00772434 0.00653086 0.00497079 0.00378271 0.00275959
internal_count=3910 3207 2629 2216 2005 1789
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=7
num_cat=0
split_feature=4 12 151 3 0 13
split_gain=2.82422e-05 4.29676e-05 4.44347e-05 9.40558e-05 6.92325e-05 3.52965e-05
threshold=0.17888000000000001 0.097510000000000013 -0.0074049999999999993 0.076695000000000013 -0.070894999999999986 -0.034809999999999987
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=0.0002781718123995739 0.00043571286946813328 -0.00043293123060179727 -0.00029314159292542243 -0.00047932085909483887 0.00034031732714710246 -5.7254230151704048e-06
leaf_weight=0.0015220079836967583 0.0010706125691198002 0.0010999794569868729 0.0010499418473757557 0.001666180043966012 0.0018014778439469916 0.0019922878093957749
leaf_count=514 321 568 1626 254 353 274
internal_value=0 -7.65e-05 -1.1584e-05 -0.000109205 0.000107067 0.000148576
internal_weight=0 0.00713959 0.00603961 0.0045176 0.00285142 0.0030629
internal_count=3910 3315 2747 2233 1979 595
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.16042e-05 3.22313e-05 4.35719e-05 3.81918e-05 3.56689e-05 3.72483e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.01804831094701435 0.0078970444867591649 -0.017888984365261915 0.019710002441871419 -0.014881520209881189 0.017702199775588335 0.0071996199392388776
leaf_weight=0.0010333071824402207 0.0015303684872879988 0.0010452149370524615 0.0010401630490546841 0.0017273315846887648 0.0011530487304405599 0.001364069071863484
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -0.00167303 0.00100014 -0.00267897 0.00323789 -0.00368452
internal_weight=0 0.00736313 0.00632983 0.00528966 0.00356233 0.00240928
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=7
num_cat=0
split_feature=2 4 0 16 0 0
split_gain=3.56443e-05 6.78595e-05 4.38151e-05 3.34063e-05 5.52377e-05 4.69521e-05
threshold=0.10946500000000002 -0.34687499999999999 -0.13506999999999997 -0.15168999999999996 -0.06402999999999999 -0.12329499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5
right_child=2 3 -4 4 -6 -7
leaf_value=-0.00053304017497765143 -2.5934562490347333e-05 0.00020742774937758922 0.00045583065441044419 8.3550145496056665e-06 0.0002182135108782641 -0.00051328875847185768
leaf_weight=0.0010892694147867383 0.0017643292546897903 0.0019797564964672797 0.0012330221780979238 0.0012529719279156131 0.0013571510527686697 0.0014098142178451127
leaf_count=209 208 379 559 215 182 2158
internal_value=0 -8.28037e-05 0.000172249 -1.0614e-06 -0.000103739 -0.00026783
internal_weight=0 0.00708896 0.00299735 0.00599969 0.00401994 0.00266279
internal_count=3910 3143 767 2934 2555 2373
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=8
num_cat=0
split_feature=11 43 2 52 16 4 16
split_gain=2.76294e-05 3.02648e-05 5.23471e-05 3.2882e-05 4.32475e-05 4.0599e-05 1.93331e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.074484999999999982 -0.0083999999999999995 0.053925000000000008 0.0063350000000000012
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=0.00019566410593402426 -0.00029346657268921786 -0.00030916192273861389 0.00052839118824540669 0.00013839430487864966 0.00035128685886874351 -0.000301448798119438 -0.00018538576119665759
leaf_weight=0.0010000009702953504 0.0011264845426130097 0.0014349898846204969 0.0011160327977679557 0.0015851056890020269 0.0011939051250195185 0.0016432421395860578 0.0010488165903454396
leaf_count=849 279 329 556 1014 209 351 323
internal_value=0 3.22215e-05 0.000186717 -5.1257e-05 3.24313e-05 -8.54876e-05 5.99679e-07
internal_weight=0 0.00902209 0.00316485 0.00585724 0.00442225 0.00322835 0.00204882
internal_count=3910 3631 1728 1903 1574 1365 1172
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=7
num_cat=0
split_feature=4 2 13 48 0 2
split_gain=1.26766e-05 3.0688e-05 6.01868e-05 4.844e-05 6.40093e-05 2.66657e-05
threshold=0.17888000000000001 0.10946500000000002 -0.088444999999999982 0.083775000000000002 -0.053834999999999994 0.10869000000000002
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=-0.026275603846819935 0.015884794692821412 0.010852092452494601 0.0060459483933942588 0.016572464025377796 -0.025874371467138182 -0.004082752380415988
leaf_weight=0.0011426435932165328 0.001314553883913015 0.0013491297066757406 0.0014455415669059315 0.001193609028962107 0.0011110748908639211 0.0013615109038389377
leaf_count=399 281 459 1816 404 237 314
internal_value=0 -0.00250087 -0.00618273 -6.07036e-05 -0.00782624 0.00572584
internal_weight=0 0.006242 0.00489287 0.00375023 0.00255662 0.00267606
internal_count=3910 3315 2856 2457 2053 595
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=7
num_cat=0
split_feature=376 1 150 3 16 0
split_gain=1.25612e-05 3.05419e-05 2.65917e-05 2.54363e-05 4.10451e-05 2.97727e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 -0.075404999999999986 -0.057604999999999996 -0.06402999999999999
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=-0.011427399329283425 0.010522352949794284 0.013583916545423323 0.007359990194143168 -0.027983753928388075 -0.0028800449317007357 0.010330337664231502
leaf_weight=0.0012259912807231908 0.0010010004658170058 0.0011645110262040129 0.0015868754570157644 0.0011979249461127196 0.0014273528771175218 0.0012913550168169763
leaf_count=1892 206 276 399 361 504 272
internal_value=0 -0.00136876 -0.00395626 -0.00744815 -0.014335 -0.000266057
internal_weight=0 0.00789401 0.0067295 0.00514262 0.00262528 0.00251735
internal_count=3910 3704 3428 3029 865 2164
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=8
num_cat=0
split_feature=11 49 4 1 3 0 52
split_gain=3.2411e-05 3.24757e-05 4.63633e-05 3.07769e-05 6.97012e-05 3.75786e-05 2.62831e-05
threshold=0.077330000000000024 -0.006494999999999999 0.028075000000000006 1.0000000180025095e-35 0.094625000000000015 -0.10131499999999999 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=8.8371595133281236e-05 -0.00031627850057079144 -0.00025476260102399388 -0.00043142702190352952 0.00072349277609588662 -7.3803377779965403e-05 0.00021183818246995288 0.0001639751617973365
leaf_weight=0.0015157776627849184 0.001087085764157311 0.0012317932688042789 0.0011681527175292231 0.0010533860868958303 0.0016856829225829887 0.001159200997585061 0.0010829936467114517
leaf_count=529 279 1187 182 140 261 821 511
internal_value=0 4.23761e-05 -0.000137865 0.000120237 0.00022658 0.000455431 -5.88524e-05
internal_weight=0 0.00889699 0.00268393 0.00621306 0.00389827 0.00221259 0.00231479
internal_count=3910 3631 711 2920 1222 961 1698
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=8
num_cat=0
split_feature=159 4 48 52 2 13 3
split_gain=1.75772e-05 2.77247e-05 3.76856e-05 5.01564e-05 5.51707e-05 0.00010998 0.000108534
threshold=-1.0000000180025095e-35 0.27608500000000008 0.095825000000000007 -0.092854999999999979 0.10393500000000001 -0.083514999999999992 -0.040669999999999991
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=-0.00024494448463317271 -0.00042705976717949336 0.00025893833927225504 0.00032376622364213456 0.00063619170229281151 -0.00038956445661416213 -0.00059675828016031158 0.00023539201376398963
leaf_weight=0.0010275344297484773 0.0012995516828740398 0.0016028246461569379 0.001006220986813181 0.0011121085274628786 0.0010380284715492188 0.0010204308342075543 0.0014716262896424278
leaf_count=633 636 412 305 471 253 1008 192
internal_value=0 2.64795e-05 -2.71464e-05 -8.65726e-05 8.74452e-06 0.000123461 -0.000105351
internal_weight=0 0.00855079 0.00694797 0.00594175 0.00464219 0.00360417 0.00249206
internal_count=3910 3277 2865 2560 1924 1671 1200
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=6
num_cat=0
split_feature=4 151 0 13 1
split_gain=1.25141e-05 1.87532e-05 4.47816e-05 2.28001e-05 2.86267e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0085954506069099799 0.0075683368136267139 -0.023532944399651156 0.009263861261778486 0.0058033154251332479 -0.013492059898226142
leaf_weight=0.0013807021793198959 0.0017444423389980741 0.0010076392521158927 0.0016302534196125738 0.0013354350550693747 0.0018124064902801714
leaf_count=556 441 199 694 1243 777
internal_value=0 -0.0018762 -0.00437514 -0.000335009 -0.00530622
internal_weight=0 0.00716644 0.00578573 0.00477809 0.00314784
internal_count=3910 3469 2913 2714 2020
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 16 16
split_gain=2.12709e-05 2.99951e-05 3.8374e-05 9.39154e-05 6.59766e-05 5.3715e-05 6.50439e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.15100500000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00026847564860384192 0.00029702389321922335 -0.00030563931815430029 -6.784324599913951e-05 0.00059191485675596936 -0.00040897892318281101 -0.00025929700812103701 0.00060680040543110384
leaf_weight=0.0010529450169085687 0.0013343779462297494 0.0014713806383582087 0.0011082004246780073 0.0010114012834429057 0.001485410493870072 0.0011306819568409343 0.0010897002184005059
leaf_count=633 408 187 708 411 976 247 340
internal_value=0 2.67237e-05 -2.27067e-05 4.87565e-05 -6.53589e-05 8.79846e-05 0.000266639
internal_weight=0 0.00863115 0.00729678 0.00582539 0.00481399 0.00332858 0.0021979
internal_count=3910 3277 2869 2682 2271 1295 1048
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=7
num_cat=0
split_feature=51 4 12 42 49 4
split_gain=1.10612e-05 2.51514e-05 3.70519e-05 4.21066e-05 3.82677e-05 5.53362e-05
threshold=0.08955500000000001 0.28937500000000005 -0.036459999999999992 0.085545000000000024 -0.006494999999999999 -0.08422499999999998
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=-0.018993821146297961 -0.0085089746979068442 0.012898825672898385 -0.0091433666608415533 -0.014661543229791203 -0.0030375404963038921 0.025183982175869857
leaf_weight=0.001004865152321067 0.0013119728317311907 0.0015286498247262994 0.0010664141146879257 0.0011645209103925756 0.0012167454334244127 0.0016196013414264058
leaf_count=254 487 404 294 1148 508 815
internal_value=0 0.00143398 -0.00145227 0.0020263 0.00700568 0.0130774
internal_weight=0 0.0076008 0.00607215 0.00506728 0.00390276 0.00283635
internal_count=3910 3423 3019 2765 1617 1323
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=6
num_cat=0
split_feature=376 43 2 0 2
split_gain=1.14238e-05 3.01095e-05 4.56996e-05 2.78945e-05 2.64459e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.071924999999999989 0.099675000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.020031078729969624 0.010013896911898303 -0.0088555121679653702 -0.0070468231430410233 -0.016265864847983268 0.0080526395682577294
leaf_weight=0.0013717217354020667 0.0010052475555869236 0.0019167848198011241 0.0011423231688487724 0.0016689313080685735 0.0017879090150976469
leaf_count=576 206 1325 841 614 348
internal_value=0 -0.00130533 0.00772751 -0.00553134 -0.00069553
internal_weight=0 0.00788767 0.00251404 0.00537363 0.00370469
internal_count=3910 3704 1417 2287 1673
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=8
num_cat=0
split_feature=0 16 4 0 0 16 51
split_gain=1.22545e-05 2.66815e-05 4.46911e-05 3.47497e-05 3.18607e-05 3.11242e-05 2.42244e-05
threshold=0.055865000000000005 -0.019979999999999994 -0.049279999999999997 -0.10209999999999998 -0.068484999999999976 -0.49914499999999995 0.07919000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.01201690953656076 0.0081195160697634158 -0.025977756320419529 0.011787249131528177 0.017490526401678384 -0.013035052072446832 -0.020461973695718349 0.0014439567468849653
leaf_weight=0.0010032993614748696 0.0015298612076864535 0.0010159951995134904 0.0010559503807069648 0.0012417972719245738 0.0010133128146376125 0.0010117461134073718 0.0010075069529657456
leaf_count=233 255 444 740 1648 236 201 153
internal_value=0 -0.00171797 -0.00880157 0.00340702 -0.000368167 -0.0023791 -0.009532
internal_weight=0 0.00734961 0.00308526 0.00426435 0.00206926 0.00302255 0.00201925
internal_count=3910 3655 1420 2235 976 587 354
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=9
num_cat=0
split_feature=47 43 16 4 1 16 0 0
split_gain=1.93693e-05 4.97749e-05 5.23192e-05 3.49485e-05 7.5023e-05 3.93928e-05 5.68853e-05 2.22163e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 -0.14963999999999997 0.083370000000000014 -0.09601999999999998 -0.16443499999999997 -0.14534499999999997
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=0.00042175640101802393 -0.00026246991648599943 0.00036788738777509405 -0.00038552539555724463 -0.00048393998078200044 -3.4491353531329461e-05 0.00010040230469598477 0.00062456868343028387 -0.00029139194171683207
leaf_weight=0.0010628511427072341 0.0010123999937024014 0.0010597110974935242 0.0013245030542448589 0.0010781361299335938 0.0010099588344395418 0.0011816789253918502 0.0010041074852955943 0.0010516400960759687
leaf_count=248 179 155 494 1612 133 125 297 667
internal_value=0 2.39654e-05 -3.08733e-05 4.26929e-05 -2.20166e-05 9.52358e-05 0.000294081 -8.40884e-05
internal_weight=0 0.00877259 0.00770974 0.00638523 0.00532552 0.00424739 0.00201407 0.00223332
internal_count=3910 3731 3483 2989 2834 1222 430 792
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=8
num_cat=0
split_feature=159 0 2 42 13 4 2
split_gain=2.07707e-05 3.58476e-05 0.000128473 3.2647e-05 3.54495e-05 8.08018e-05 2.12677e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 0.090240000000000015 -0.037444999999999992 -0.0025899999999999994 0.11085000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 -2
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00026601813718657837 2.9479067626031873e-06 -0.00032262511104106214 0.00066277473538888746 0.00026206657273610174 0.00040539609182635038 -0.00028200193155395652 -0.00039317708653825191
leaf_weight=0.0010440950283895504 0.001023466700103978 0.0017818694007256529 0.0012514177466668363 0.0011492030765305923 0.0012206308296318126 0.0014249573957814843 0.0010616043420502959
leaf_count=633 157 795 490 567 879 275 114
internal_value=0 2.62889e-05 9.50045e-05 -3.24047e-05 -0.000108838 3.51522e-05 -0.000198737
internal_weight=0 0.00891315 0.00682808 0.00557666 0.00442746 0.00264559 0.00208507
internal_count=3910 3277 3006 2516 1949 1154 271
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=8
num_cat=0
split_feature=151 52 13 1 1 0 2
split_gain=1.02728e-05 2.93426e-05 5.4436e-05 4.47887e-05 4.01973e-05 4.38459e-05 1.45243e-05
threshold=-0.084764999999999993 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.072559999999999986 0.099990000000000009
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=-0.0090205368864337814 0.008946434093554903 -0.013920025286403417 -0.02001136332121576 -0.01979044372897245 0.01653082171203623 0.0085288062483350625 0.025826267199762512
leaf_weight=0.0011119105217039169 0.001022436877164738 0.001094956726606605 0.0010438331981820522 0.0011071981975839 0.0013870729456424554 0.0011114463586949814 0.0010165909362342504
leaf_count=406 630 620 1103 248 329 371 203
internal_value=0 0.00125501 0.00373924 -0.00223499 0.00325214 -0.00529361 0.0173622
internal_weight=0 0.00778354 0.00668858 0.00464955 0.00354235 0.00215528 0.00203903
internal_count=3910 3504 2884 2051 1803 1474 833
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=7
num_cat=0
split_feature=11 4 49 1 2 2
split_gain=2.12209e-05 2.8458e-05 3.43464e-05 3.95892e-05 3.19905e-05 7.04093e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.11198000000000001 0.084515000000000021 0.096540000000000015
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=0.00045353183329210672 -0.0002662353930365841 -0.00030296495360505454 -0.00020358494672198567 0.0002531188236285004 -0.00036467516178813325 0.00026612339260238571
leaf_weight=0.0010021825476348688 0.0010464714708496121 0.0016446537070326423 0.0013115412588503026 0.0016450296818168284 0.0010369936470244409 0.001977894225918847
leaf_count=799 279 276 617 369 1072 498
internal_value=0 2.94519e-05 -7.58264e-05 5.0524e-05 0.00015004 4.91554e-05
internal_weight=0 0.0086183 0.00460122 0.00295657 0.00401707 0.00301489
internal_count=3910 3631 1262 986 2369 1570
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=8
num_cat=0
split_feature=1 12 4 52 2 52 3
split_gain=1.10933e-05 2.5458e-05 3.06066e-05 5.186e-05 2.97044e-05 2.50228e-05 1.5062e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.087604999999999988 0.090695000000000012 0.084240000000000023 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -6
right_child=-2 -3 4 5 6 -7 -8
leaf_value=-0.010990152772876146 0.0081916207226863328 -0.015113597041868107 -0.019611119491643215 0.026087491268869674 0.0095198871902669978 0.0047995566020886454 -0.0077313475763465412
leaf_weight=0.0010137493616970291 0.0013858333967373447 0.0011678171109486164 0.0010721297538701371 0.0012011711169592275 0.0010217473294998804 0.00102193792803829 0.0010028625477869479
leaf_count=552 331 522 362 851 413 775 104
internal_value=0 -0.00154678 0.000954735 0.00775416 -0.00615235 0.0163017 0.000974726
internal_weight=0 0.00750142 0.0063336 0.00323686 0.00309674 0.00222311 0.00202461
internal_count=3910 3579 3057 2178 879 1626 517
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=7
num_cat=0
split_feature=1 4 13 3 49 0
split_gain=1.06935e-05 3.42579e-05 2.1515e-05 4.83753e-05 3.48623e-05 1.62218e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.089899999999999994 0.11265500000000002 -0.0057999999999999987 -0.06402999999999999
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=0.0042980397117224943 0.014248953258092415 -0.019096969299390445 -0.0065392811695297445 -0.017649018889262045 0.005354133874713886 0.02237768777447887
leaf_weight=0.0015015774240343838 0.0011988904732836512 0.0010733096990592249 0.0015655916966761754 0.0012589740486289025 0.001270158381240898 0.001000809568112121
leaf_count=422 404 1586 321 131 705 341
internal_value=0 -0.00545388 0.00219589 -0.000639992 0.00494155 0.0128564
internal_weight=0 0.00257489 0.00629442 0.00509553 0.00383656 0.00227097
internal_count=3910 2008 1902 1498 1367 1046
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=7
num_cat=0
split_feature=11 16 3 12 15 1
split_gain=9.57878e-06 2.26047e-05 3.0057e-05 5.31468e-05 3.76171e-05 2.61254e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 -0.016619999999999996 0.085465000000000013 -0.074174999999999977 0.087720000000000006
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=-0.011358599662393817 -0.0091624928394124141 0.029755804530851811 0.0083651692414384703 0.00065181629396554315 0.00029684699526424013 -0.021970954308574195
leaf_weight=0.0012180271851449567 0.0010151436623527235 0.0010095493521245309 0.001843499906276397 0.0016577190538428108 0.0010214627343511559 0.0010881475698434272
leaf_count=371 304 621 355 1937 125 197
internal_value=0 0.00116123 0.00346464 0.0116675 -0.00207007 -0.011189
internal_weight=0 0.00783841 0.00662038 0.00266727 0.00395311 0.00210961
internal_count=3910 3606 3235 2558 677 322
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 0
split_gain=2.27894e-05 2.60508e-05 9.0814e-05 5.65186e-05 5.43293e-05 6.66308e-05 6.0531e-05
threshold=0.077330000000000024 0.083775000000000002 -0.18901999999999997 0.11260500000000001 0.10066500000000002 -1.0000000180025095e-35 -0.053834999999999994
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=2.9816577977710167e-05 -0.00027108602080998728 -0.0001958383852268181 0.00054050314417089876 0.00034308436156000704 -0.00053522742951783893 0.00032092520678795179 -0.00058488548360708693
leaf_weight=0.0015523949496261886 0.0010949120095822768 0.0012157273302238897 0.0013691950283081528 0.0011920148429940504 0.0010221087068773907 0.0013724063957049545 0.0010209473997305374
leaf_count=1929 279 105 580 425 240 212 140
internal_value=0 2.8984e-05 0.000194191 -4.03433e-05 -0.000132345 -2.79821e-05 -0.00021406
internal_weight=0 0.00874479 0.00258492 0.00615987 0.00496786 0.00394575 0.00257334
internal_count=3910 3631 685 2946 2521 2281 2069
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=9
num_cat=0
split_feature=50 133 12 160 3 0 2 3
split_gain=3.7762e-05 6.03813e-05 6.4453e-05 7.80677e-05 3.9078e-05 5.87951e-05 7.84425e-05 4.34098e-05
threshold=1.0000000180025095e-35 0.088055000000000008 -0.036459999999999992 0.087825000000000014 -0.13927999999999999 -0.024394999999999997 0.10796500000000002 -0.075954999999999981
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=-0.00037460688897910489 -0.00036512038018370887 -0.00041692622948366463 0.00055472044039277431 -0.00033934739350996527 0.00015135255138185697 -0.00025088091561827579 -0.000162886923788844 0.00064823397411678811
leaf_weight=0.0010127162673781217 0.0010147431262310458 0.0010197208672350936 0.0012025701219889702 0.0010560665720764128 0.0011358363548459563 0.001051889597942497 0.0011399825754354843 0.0016697298585947192
leaf_count=340 779 696 258 239 923 122 244 309
internal_value=0 3.32559e-05 8.87731e-05 0.000153446 0.000237385 0.000161023 0.000270837 0.000447071
internal_weight=0 0.00928851 0.00826879 0.00725608 0.00620001 0.00499744 0.00394555 0.00280557
internal_count=3910 3131 2435 2095 1856 1598 1476 1232
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=7
num_cat=0
split_feature=1 4 4 1 13 2
split_gain=1.17549e-05 2.72037e-05 2.04137e-05 4.06002e-05 3.67072e-05 2.31974e-05
threshold=0.076710000000000014 -0.16401499999999997 0.0051950000000000008 0.10688500000000002 -0.00059999999999999995 0.114165
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.0046758234274254552 0.0089365103372752788 -0.015857911874211855 0.023419012805570818 -0.0057937915298238683 -0.016550189230706044 0.012908228227307642
leaf_weight=0.0012754027216164846 0.001016421507992348 0.001305736373758133 0.0010571645428268878 0.0019457984302166335 0.0012726521755073775 0.0010061865196112109
leaf_count=92 726 1916 208 255 433 280
internal_value=0 -0.0057117 0.00230111 0.00660297 -0.00523328 0.000580807
internal_weight=0 0.00258114 0.00629822 0.00400915 0.00228907 0.00295198
internal_count=3910 2008 1902 743 1159 535
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=8
num_cat=0
split_feature=11 13 16 51 0 3 12
split_gain=2.18415e-05 3.38042e-05 3.52595e-05 3.4653e-05 6.0498e-05 4.3009e-05 6.59549e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.08955500000000001 -0.10575999999999998 -0.016619999999999996 0.091555000000000011
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=0.00025218451619156765 -0.00026784964617805856 -0.00036084079651797741 0.00041790005579613466 -0.00029076095362305871 0.00045339837849886499 -0.00036699529760444196 -0.0002468114068696429
leaf_weight=0.001981886994148082 0.0010881946643433718 0.0010963742061692924 0.0015184461720750934 0.0011002058666863814 0.0010543950413842459 0.0011205571706530844 0.0010151130980237434
leaf_count=534 279 261 187 346 1242 247 814
internal_value=0 2.64575e-05 -3.83303e-05 2.25423e-05 9.57498e-05 -5.75912e-05 0.000109939
internal_weight=0 0.00888698 0.00690509 0.00580872 0.00470851 0.00319007 0.00206951
internal_count=3910 3631 3097 2836 2490 2303 2056
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=7
num_cat=0
split_feature=1 12 2 12 48 13
split_gain=1.2259e-05 2.1005e-05 2.62744e-05 3.35683e-05 2.93968e-05 2.69937e-05
threshold=0.12864500000000004 0.098845000000000016 0.091985000000000011 0.084535000000000013 0.016865000000000002 -0.032264999999999995
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=-0.017910538136021382 0.0086227678277521324 -0.013937382279800563 -0.0087784892617992008 0.021957813575486543 0.01344081307067398 0.0017802730306011275
leaf_weight=0.0011953383938256344 0.001382556496109015 0.0011695252499243601 0.0014668733050358855 0.001000027244035688 0.0010023045256856524 0.0016672733676172632
leaf_count=1255 331 522 306 504 206 786
internal_value=0 -0.00162475 0.000649469 0.00650099 0.000240913 -0.006442
internal_weight=0 0.00750134 0.00633182 0.00346921 0.00246918 0.00286261
internal_count=3910 3579 3057 1016 512 2041
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=7
num_cat=0
split_feature=151 4 16 48 16 2
split_gain=1.02439e-05 3.05659e-05 6.3418e-05 6.13031e-05 3.84458e-05 3.56005e-05
threshold=-0.084764999999999993 0.17888000000000001 -0.094359999999999986 0.088875000000000023 0.15100500000000003 0.10796500000000002
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=-0.0090313018243902317 -0.024782213851973448 0.022696558587718341 0.0070199114754528162 0.02414016173043694 -0.014315541279629638 -0.0021294340401987982
leaf_weight=0.001105903942486863 0.0010603574040652722 0.0012135064411470282 0.0016384142373635099 0.0010060168198610252 0.0017431826143463726 0.0011023150352828101
leaf_count=406 431 258 1736 324 480 275
internal_value=0 0.00125576 -0.00283512 0.00246884 -0.00397832 0.0108796
internal_weight=0 0.00776379 0.00544797 0.00438761 0.0033816 0.00231582
internal_count=3910 3504 2971 2540 2216 533
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=7
num_cat=0
split_feature=51 48 2 0 0 0
split_gain=1.10208e-05 2.52623e-05 6.93017e-05 3.7807e-05 3.9572e-05 4.88629e-05
threshold=0.08955500000000001 0.092065000000000022 0.11260500000000001 0.012625000000000003 -0.06402999999999999 -0.10575999999999998
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=0.0082995986909951674 -0.0085355084325490563 -0.012769474517094396 0.027826292623399515 -0.015114797166719998 0.020335971827621861 -0.017903159542572936
leaf_weight=0.0018426623703280431 0.0012980135157090776 0.0010733270938339265 0.0010123973011838218 0.001359044764830836 0.0011019793198494454 0.0011595111852935932
leaf_count=378 487 310 425 231 159 1920
internal_value=0 0.00143968 0.00379484 -0.000658483 0.00412857 -0.00182053
internal_weight=0 0.00754892 0.00647559 0.0054632 0.00410415 0.00300217
internal_count=3910 3423 3113 2688 2457 2298
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=7
num_cat=0
split_feature=475 42 151 43 4 4
split_gain=2.13864e-05 2.79214e-05 3.75606e-05 5.91676e-05 7.02942e-05 3.84591e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.069494999999999987 0.17888000000000001 -0.0025899999999999994
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=-0.00026528575028451895 -0.0002468101625060785 -0.0002808787373701816 0.00041803215617402747 2.1051403044140802e-05 0.00033879819676587932 -0.00042229268915894687
leaf_weight=0.0010611540946434969 0.0012145438630459795 0.0010002450926311591 0.0019087936176734556 0.0017944534252223737 0.0016265928911117613 0.0012952900794528071
leaf_count=621 994 242 766 794 232 261
internal_value=0 2.93101e-05 7.32896e-05 0.000126761 8.87786e-06 -0.000164808
internal_weight=0 0.00883992 0.00762538 0.00662513 0.00471634 0.00308974
internal_count=3910 3289 2295 2053 1287 1055
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=6
num_cat=0
split_feature=157 42 43 16 0
split_gain=9.99755e-06 1.9865e-05 3.78004e-05 2.59308e-05 3.02713e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.055679999999999993 -0.16443499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00862194695869321 -0.011069754602888948 0.014884195418374702 -0.0069963896197515699 -0.012488246712967988 0.012861117768167191
leaf_weight=0.0011725785281119653 0.0011115359650871806 0.0019915078735697912 0.0014386125089457845 0.0014836831527570262 0.0016460736448980799
leaf_count=703 977 866 171 469 724
internal_value=0 0.00129236 0.00338705 -0.00162494 0.00360012
internal_weight=0 0.00767141 0.00655988 0.00456837 0.00308469
internal_count=3910 3207 2230 1364 895
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=8
num_cat=0
split_feature=159 1 4 1 42 43 16
split_gain=1.79497e-05 2.67483e-05 6.39698e-05 3.63063e-05 4.32347e-05 2.36762e-05 2.40527e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 0.096230000000000024 0.084100000000000022 0.0033500000000000005 -0.012324999999999997
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=-0.00024806605115635592 0.00023132729434088085 -0.00011199393181815157 0.00051988647310303678 -0.00029069231902733824 -0.00030332350897929793 0.00038950559424256065 -0.00017327176975345644
leaf_weight=0.0010319315200885389 0.001199542256241164 0.0012555595297311789 0.0012092216101889878 0.0016668018113158876 0.0010273629631461271 0.001117514217552908 0.0010677291608994714
leaf_count=633 668 240 322 409 999 251 388
internal_value=0 2.5709e-05 0.000198007 -4.41511e-05 4.89862e-05 0.000155921 4.07889e-05
internal_weight=0 0.00854373 0.00246478 0.00607895 0.00441215 0.00338479 0.00226727
internal_count=3910 3277 562 2715 2306 1307 1056
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=7
num_cat=0
split_feature=11 16 457 3 1 0
split_gain=9.81659e-06 2.19936e-05 2.50602e-05 3.93426e-05 6.56549e-05 4.0013e-05
threshold=0.07677500000000001 -0.42360999999999993 0.084485000000000018 0.092005000000000017 1.0000000180025095e-35 -0.10131499999999999
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=-0.011104761868755694 -0.0093525414212666247 -0.0037779323798739655 -0.011124381056736082 -0.0053620108494137784 0.037260473338634907 0.0099106020679185971
leaf_weight=0.0012312687055261113 0.0010002135426710442 0.0015094808465873247 0.0010010554134092329 0.0019637919510812262 0.0010599174541829448 0.0010799577212872611
leaf_count=381 285 1749 216 283 150 846
internal_value=0 0.00116684 0.00345126 0.0060507 0.0121921 0.0234575
internal_weight=0 0.00784547 0.0066142 0.00561315 0.00364936 0.00213988
internal_count=3910 3625 3244 3028 2745 996
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=7
num_cat=0
split_feature=3 39 2 4 13 49
split_gain=1.05402e-05 3.07766e-05 3.04714e-05 3.04582e-05 2.77025e-05 1.94054e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 -0.009244999999999998 -0.010424999999999999
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=-0.011636085778275525 0.0083752954830271977 0.012510927621681212 -0.017851027773573645 -0.0085678650349115242 0.0016486478673646675 0.020440073331415759
leaf_weight=0.001686669110528274 0.0012794324130920394 0.0013073109752840461 0.0013205331863789136 0.0010329355391115519 0.0010716504250786625 0.0011279754756032434
leaf_count=1587 239 424 354 880 117 309
internal_value=0 -0.0014404 -0.00436338 -0.000742718 0.00494117 0.011285
internal_weight=0 0.00754707 0.00623976 0.00491923 0.00323256 0.00219963
internal_count=3910 3671 3247 2893 1306 426
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=7
num_cat=0
split_feature=0 49 457 15 16 0
split_gain=1.0741e-05 2.40559e-05 3.88297e-05 3.18479e-05 3.80863e-05 3.77021e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 -0.017214999999999998 -0.055679999999999993 -0.11756999999999999
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=-0.015898801498848366 0.0076278868009835472 -0.012963793604585895 0.018426924497599622 0.0081722501146628528 -0.021236304740090521 0.013817020679224244
leaf_weight=0.0010143630296525399 0.0015210988905152208 0.0010743685261237811 0.0010322893338612646 0.0017604029448046593 0.0013804949106520836 0.0010293015316508115
leaf_count=256 255 219 268 1671 719 522
internal_value=0 -0.00161035 0.000698717 -0.00279073 -0.00832986 0.00013975
internal_weight=0 0.00729122 0.00627686 0.00524457 0.00348416 0.00210367
internal_count=3910 3655 3399 3131 1460 741
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=1.14441e-05 3.08611e-05 2.7509e-05 3.43787e-05 3.43122e-05 2.43907e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 -0.0010999999999999996 1.0000000180025095e-35 -0.13506999999999997
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=0.017022545238672779 -0.0023529575863584628 -0.015268189747840642 0.014246303718465159 -0.015545174787099568 -0.0082784848502942491 0.017330400020520245
leaf_weight=0.0011115181350340661 0.0015742985195200563 0.0014257263332617068 0.0012493104385405953 0.0013499762294954692 0.0010352288224278277 0.0010490409828758651
leaf_count=271 208 1032 230 412 1198 559
internal_value=0 -0.00236644 0.0015093 -0.00304138 0.00482159 0.00551817
internal_weight=0 0.00617176 0.00474603 0.00349672 0.00214675 0.00262334
internal_count=3910 3143 2111 1881 1469 767
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 3 1
split_gain=2.12552e-05 2.72837e-05 4.8882e-05 6.21569e-05 5.24369e-05 2.92398e-05 1.84283e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -1.0000000180025095e-35 0.096035000000000023
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=0.00026999024636556576 -0.00026745206198954002 -0.00038673147642805247 0.00032078576293363903 -0.00047915621515704572 0.00039032605325029613 0.00020567625781788546 -0.00015989318674069277
leaf_weight=0.0015166208894124558 0.0010219694884241433 0.0010193568755272253 0.0013013004492906533 0.0012857543954847032 0.0010613103112817159 0.0010288627731917036 0.0010937466041122668
leaf_count=288 279 1884 395 330 510 115 109
internal_value=0 3.22145e-05 -2.08928e-05 -0.000101895 1.35061e-05 -0.000113778 1.73042e-05
internal_weight=0 0.00830695 0.00679033 0.00548903 0.00420328 0.00314197 0.00212261
internal_count=3910 3631 3343 2948 2618 2108 224
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=8
num_cat=0
split_feature=47 43 2 16 15 2 1
split_gain=1.92344e-05 5.70261e-05 4.57002e-05 6.49686e-05 4.43002e-05 2.68905e-05 2.89293e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.029944999999999996 -0.095799999999999982 0.10679500000000001 0.11198000000000001
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=0.00044856888022135505 -0.00026516815630658061 -0.0002566688909919105 0.000389538697474543 -0.00045914593795536599 0.00028536290102492182 -0.00018459925768920445 0.00024007521619569193
leaf_weight=0.0010560183522614975 0.0010039801375939681 0.0010678830921339172 0.0010488466234730921 0.0017865640525583392 0.0012681529885043784 0.0013125708754084934 0.0011632948324599331
leaf_count=248 179 268 306 975 1225 427 282
internal_value=0 2.14561e-05 -3.75239e-05 -0.00017768 3.75814e-05 0.000126406 1.49356e-05
internal_weight=0 0.00870333 0.00764731 0.0041226 0.00233604 0.00352471 0.00247587
internal_count=3910 3731 3483 2468 1493 1015 709
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=7
num_cat=0
split_feature=52 133 13 2 0 15
split_gain=1.00734e-05 2.5427e-05 5.33442e-05 4.06849e-05 3.93709e-05 5.683e-05
threshold=0.11110500000000002 0.085050000000000014 -0.090744999999999978 0.10796500000000002 -0.053834999999999994 -0.064869999999999983
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=0.01728451045171182 0.0076683495703657768 -0.016158888656310721 -0.0051570609103924539 -0.019751827985554443 -0.01414560141194349 0.025538305332001732
leaf_weight=0.0015060147606931855 0.0014275525102848425 0.0010207868995384083 0.001374679472125725 0.0012562494591493853 0.0011459759162169604 0.0010746962906298865
leaf_count=445 673 978 422 340 231 821
internal_value=0 -0.00150862 0.00084365 -0.00425986 0.00115318 0.00831094
internal_weight=0 0.0073784 0.00635762 0.0048516 0.00359535 0.00244938
internal_count=3910 3237 2259 1814 1474 1243
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=8
num_cat=0
split_feature=42 47 12 12 16 48 1
split_gain=2.29423e-05 4.19791e-05 4.9316e-05 4.73216e-05 4.76522e-05 2.86928e-05 2.35392e-05
threshold=0.093125000000000013 0.096770000000000009 0.10058500000000002 0.090715000000000018 0.050115000000000007 0.085875000000000021 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=2.1850819226819956e-05 -0.0002477317708896594 0.00035508039185253612 -0.00040815749083725195 0.00041432934040842845 -0.00040828082944525343 -0.00018125165996669 0.00038770684359803743
leaf_weight=0.0016876739114993539 0.001346181426165557 0.0012810934817301649 0.001121179313803569 0.0010677760383718199 0.0010670527587669015 0.001327574248032501 0.0011280649302720925
leaf_count=1246 787 279 293 443 327 267 268
internal_value=0 2.73763e-05 -2.93613e-05 3.82859e-05 -3.87778e-05 5.63825e-05 0.000168423
internal_weight=0 0.00868041 0.00739932 0.00627814 0.00521037 0.00414331 0.00281574
internal_count=3910 3123 2844 2551 2108 1781 1514
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=6
num_cat=0
split_feature=52 1 12 0 0
split_gain=1.11489e-05 3.57983e-05 2.49401e-05 3.16878e-05 4.13384e-05
threshold=-0.048794999999999991 0.10593500000000002 0.10058500000000002 -0.061994999999999995 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0042361672379304894 0.0080002512579721123 0.017872434824992036 -0.015587531355315702 0.012954841864088512 -0.015047835351867992
leaf_weight=0.0017725698999848272 0.0013904393347402165 0.0012480508884339066 0.0011771471197898065 0.0014508248698099496 0.0017672823618463806
leaf_count=851 242 339 379 216 1883
internal_value=0 0.0048986 -0.00259667 0.00072155 -0.00489907
internal_weight=0 0.00302062 0.00578569 0.00460855 0.00315772
internal_count=3910 1190 2720 2341 2125
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=6
num_cat=0
split_feature=4 42 43 15 1
split_gain=1.04418e-05 2.12093e-05 4.18866e-05 5.47724e-05 6.08791e-05
threshold=0.28937500000000005 0.086700000000000013 0.0050750000000000005 -0.074174999999999977 0.081540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010395045138814101 0.0069856664958015558 -0.012080556986425605 0.017704542571889102 0.0058082056551743561 -0.025273706391449914
leaf_weight=0.00172938993084776 0.0017117765009304498 0.0015442384077380697 0.0012003554393291635 0.0010664676550300157 0.0015403200341234076
leaf_count=618 426 1266 314 757 529
internal_value=0 -0.00171758 0.00117285 -0.00340352 -0.0125577
internal_weight=0 0.00708077 0.00553653 0.00433618 0.00260679
internal_count=3910 3484 2218 1904 1286
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=9
num_cat=0
split_feature=11 48 1 13 16 43 3 2
split_gain=2.51372e-05 3.94861e-05 4.77513e-05 6.14018e-05 5.4873e-05 3.94959e-05 3.42475e-05 3.12334e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 0.10113500000000002 -0.057284999999999996 -0.094359999999999986 -0.083899999999999988 0.088060000000000013 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 -5
right_child=-2 2 3 7 5 6 -8 -9
leaf_value=-0.00033095056996709419 -0.00029102206419111178 -0.00041261512774702099 0.00065144094685925895 0.00030477210450491376 0.00038771405614163978 -0.00028110808229052131 0.00020044982926555711 -0.00017987192565148644
leaf_weight=0.0010392218535545004 0.0010683561187207801 0.0011922339511627644 0.0010443720947658961 0.0010425770358629318 0.0010715911908821124 0.001283068003330565 0.00101851872511557 0.0010031800444751178
leaf_count=225 279 477 367 219 578 1503 109 153
internal_value=0 2.76878e-05 7.63721e-05 0.000264601 -5.10319e-05 7.6768e-05 -6.80048e-05 6.71167e-05
internal_weight=0 0.00869476 0.00765554 0.00309013 0.00456541 0.00337318 0.00230159 0.00204576
internal_count=3910 3631 3406 739 2667 2190 1612 372
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=8
num_cat=0
split_feature=50 133 49 160 43 2 15
split_gain=4.10775e-05 4.03023e-05 5.39867e-05 5.09251e-05 5.55151e-05 5.83081e-05 3.30196e-05
threshold=1.0000000180025095e-35 0.087170000000000011 -0.006494999999999999 -0.026849999999999995 -0.074254999999999988 0.10045500000000002 -0.03231499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=3.2258906844102952e-05 -0.00037632380128731598 -0.00033068387098729338 0.00053815871161009133 0.00038132590770768919 -0.00036076975384026402 0.00024548165685277137 -0.00040966448359934391
leaf_weight=0.0016845928593997065 0.0010180517977902365 0.0010076778990884298 0.0012975000244982802 0.0015581543432745663 0.0013722808327720803 0.0010979257775096533 0.0010584697426048674
leaf_count=308 779 755 457 347 734 322 208
internal_value=0 3.90423e-05 8.52151e-05 0.000200319 9.15032e-05 -9.13109e-05 -0.000138267
internal_weight=0 0.0090766 0.00806892 0.00532586 0.00402836 0.00247021 0.00274306
internal_count=3910 3131 2376 1860 1403 1056 516
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=8
num_cat=0
split_feature=49 3 3 12 49 52 16
split_gain=1.08074e-05 3.92653e-05 2.78159e-05 7.88255e-05 2.91796e-05 2.88684e-05 2.7278e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 1.0000000180025095e-35 -0.015039999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7
right_child=2 -3 4 -5 -6 6 -8
leaf_value=0.019498241504799452 0.0061027919185469891 -0.0065647918510221273 0.020520102381425445 -0.031659023413202467 -0.011298786668616776 0.012146441670901141 -0.010944249380716586
leaf_weight=0.001102475024102731 0.0012077495658084721 0.0012151730939556683 0.0011081087515058515 0.001019351663871732 0.0011152635086571785 0.0010126714979259682 0.0010339871500018025
leaf_count=350 1383 209 247 564 449 450 258
internal_value=0 0.00583305 -0.00212086 -0.0111809 0.00260455 0.00751962 0.000480853
internal_weight=0 0.00231765 0.00649713 0.0022271 0.00427003 0.00315477 0.00204666
internal_count=3910 559 3351 1947 1404 955 708
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=7
num_cat=0
split_feature=11 48 2 12 4 13
split_gain=2.31025e-05 3.27085e-05 4.74772e-05 5.28845e-05 6.23632e-05 3.18247e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.098595000000000016 0.055260000000000011 -0.00059999999999999995
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=0.00032593651361902663 -0.00028254114640865043 0.00031221540891821062 0.00031865042522427562 -0.00050077713792146146 -0.00038736112330073742 -4.6188854543639733e-05
leaf_weight=0.0015838494065683537 0.0010505349166620272 0.0012974307716618529 0.0012642236500072799 0.0010424912928954011 0.0012699316146011609 0.0019984561482933602
leaf_count=1671 279 339 471 317 374 459
internal_value=0 2.57644e-05 -2.61497e-05 -0.000100098 -1.4013e-05 0.000118339
internal_weight=0 0.00845638 0.00715895 0.00589473 0.00485224 0.00358231
internal_count=3910 3631 3292 2821 2504 2130
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=6
num_cat=0
split_feature=4 151 4 13 4
split_gain=3.08578e-05 3.79936e-05 4.76174e-05 4.48114e-05 2.2476e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.009244999999999998 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00021620893763743291 0.00021818106539674907 -0.00013584268444827755 -0.00060435555432494 -0.000102380926563737 0.00017109388648832446
leaf_weight=0.0015589654241159679 0.0019201431865929373 0.0017846351046451733 0.0011980735972704792 0.0015926300934372205 0.001887175876205861
leaf_count=558 426 286 542 270 1828
internal_value=0 -5.85429e-05 -0.000124822 -0.000317883 2.19114e-05
internal_weight=0 0.00802148 0.00646251 0.0027907 0.00367181
internal_count=3910 3484 2926 812 2114
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 1 48
split_gain=2.62422e-05 4.51054e-05 3.47264e-05 4.83291e-05 7.20742e-05 0.000101076 5.94916e-05
threshold=1.0000000180025095e-35 -0.081519999999999995 -1.0000000180025095e-35 0.014775000000000002 0.11052000000000002 0.094485000000000013 0.078735000000000013
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=0.000391634278182758 -0.00030617671719677166 -0.00036062426156578176 -0.00034135215577055965 0.00037028062989513937 -0.00037680866334824175 0.00058718104693479697 0.00026492673289714848
leaf_weight=0.0011382109095736158 0.0010123759153241397 0.0010352968722235891 0.0016372232599384069 0.0012677012120791628 0.0017998237575943912 0.0011422563740321814 0.001003753709600846
leaf_count=556 779 789 391 571 362 263 199
internal_value=0 2.67488e-05 -2.59159e-05 2.46657e-05 -5.38104e-05 9.98518e-05 -0.000110924
internal_weight=0 0.00902427 0.00788606 0.00685076 0.00558306 0.00378323 0.00264098
internal_count=3910 3131 2575 1786 1215 853 590
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=7
num_cat=0
split_feature=11 43 2 4 43 1
split_gain=2.15229e-05 2.80134e-05 6.22077e-05 3.8097e-05 4.69418e-05 6.35608e-05
threshold=0.077330000000000024 -0.044024999999999988 0.093815000000000009 0.080255000000000007 0.0050750000000000005 0.095575000000000007
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=-3.092384322988044e-05 -0.0002641928934401468 -0.00036454503776266108 0.00055095794017822242 -0.00028455043823857147 0.00036561036062467508 0.00026566834787116741
leaf_weight=0.0019504307586624278 0.0010848815789593997 0.0014449131231301811 0.0011074500684221621 0.0018429257991242811 0.0012751156440782641 0.0010715944623726
leaf_count=1185 279 831 567 372 486 190
internal_value=0 2.87131e-05 0.000179812 -5.32886e-05 5.91167e-05 -9.61838e-05
internal_weight=0 0.00869243 0.00305788 0.00563455 0.00379162 0.00251651
internal_count=3910 3631 1752 1879 1507 1021
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=8
num_cat=0
split_feature=3 39 42 3 4 15 0
split_gain=2.5882e-05 3.3178e-05 4.36076e-05 7.2156e-05 6.96403e-05 5.39515e-05 1.56503e-05
threshold=0.13772500000000001 0.085060000000000011 0.091955000000000023 -0.08348499999999999 0.0057500000000000008 -0.021529999999999997 -0.18087499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.0005673010622102003 0.00024160032503402808 0.00027551532609708423 -0.00043286662716626804 -0.00048320783097693796 0.00022113890265927947 -2.0793329016595905e-05 -0.00012256889774812934
leaf_weight=0.0010769240086727077 0.0014430822970652674 0.0010984772301378988 0.0011937220341731924 0.0017275564615888191 0.0010345909883289206 0.0013535552519356789 0.0010032378365725106
leaf_count=339 239 383 678 924 106 972 269
internal_value=0 -4.24391e-05 -8.97037e-05 -2.35885e-05 -0.000193591 0.000239786 5.19291e-05
internal_weight=0 0.00848806 0.00738959 0.00619586 0.00376539 0.00243048 0.00203783
internal_count=3910 3671 3288 2610 1299 1311 375
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=8
num_cat=0
split_feature=50 160 43 49 2 15 2
split_gain=2.98799e-05 4.03362e-05 4.2546e-05 3.66281e-05 5.60122e-05 4.73079e-05 4.16544e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.15109999999999998 -0.029304999999999998 0.098195000000000018 -0.064869999999999983 0.092745000000000008
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=0.00031032521985414229 -0.00032335577581997163 0.00029869032624879464 0.00037526986724184638 -0.00073500673394452383 2.8790578151475036e-05 -0.00014363403382624569 -0.00017530126683546949
leaf_weight=0.0016289625259478732 0.0010185794509375489 0.0012569227790986221 0.0011062601852472706 0.0010103551752189068 0.0020011891425755555 0.0010717813193271549 0.0010112661095979573
leaf_count=796 779 228 155 335 550 878 189
internal_value=0 3.0799e-05 -3.02565e-05 -9.69346e-05 -0.000205457 -0.000430597 0.000112334
internal_weight=0 0.00908674 0.00745777 0.00620085 0.00408333 0.00208214 0.00211753
internal_count=3910 3131 2335 2107 1763 1213 344
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 16
split_gain=4.26213e-05 3.90996e-05 5.32585e-05 4.27691e-05 4.98402e-05 9.14707e-05 3.35262e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 -0.010284999999999997 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.0002782557169605597 -0.00036900827800808925 0.00021018916018417355 0.00054523609845801338 -0.00051759450655602599 -0.00040369080417231392 0.00027303197538418257 -0.00022077399015072276
leaf_weight=0.0010032507525161759 0.0011212551038473325 0.0016308977167263814 0.0011618554941951144 0.0011228471091715383 0.0014108981517937996 0.0016850936569198839 0.0010692349445301378
leaf_count=846 279 281 556 1239 204 179 326
internal_value=0 3.61866e-05 0.000209188 -5.94667e-05 -0.000163709 -3.53625e-05 2.07968e-05
internal_weight=0 0.00908408 0.00323434 0.00584974 0.00421884 0.00309599 0.00207249
internal_count=3910 3631 1728 1903 1622 383 1172
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=7
num_cat=0
split_feature=1 150 484 4 1 52
split_gain=1.15508e-05 2.10268e-05 2.67887e-05 2.70032e-05 4.80517e-05 2.83097e-05
threshold=0.12864500000000004 0.08486500000000001 0.073820000000000011 -0.00072999999999999985 0.10752500000000002 0.071660000000000015
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=-0.011819072216135451 0.0083585843895348424 0.0088324245925969457 0.010602872631192396 -0.03017379979252742 -0.00097947425995718938 0.0085956452426416852
leaf_weight=0.0012363081972790711 0.0013788876151716797 0.0015393829073278046 0.0010082346462246816 0.0011119400358896494 0.0011436354501266083 0.0015076398877423203
leaf_count=1154 331 402 356 593 174 900
internal_value=0 -0.00159502 -0.00426687 -0.00726559 -0.0153715 -0.000602372
internal_weight=0 0.00754714 0.00600776 0.00499952 0.00225558 0.00274395
internal_count=3910 3579 3177 2821 767 2054
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=8
num_cat=0
split_feature=50 4 2 3 13 1 4
split_gain=3.16222e-05 3.63755e-05 4.32128e-05 3.14457e-05 4.21944e-05 4.56404e-05 5.40323e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.11339500000000001 0.10666500000000002 0.11596500000000001 1.0000000180025095e-35 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00041357112476171133 -0.00033207904945829048 0.00028946374003770272 -0.00040809833762414584 0.00033047104758149694 0.00032165947609343423 0.00029824883426998012 -0.00023265100643396562
leaf_weight=0.0013700570309355484 0.0010329712308536692 0.0016915165888458884 0.001000966553126174 0.0011075835773231013 0.0010427316991763955 0.0014031240084880848 0.0015525710895413995
leaf_count=1425 779 396 323 72 144 496 275
internal_value=0 2.98003e-05 -2.89429e-05 2.96609e-05 -3.24e-05 -0.000117747 1.93771e-05
internal_weight=0 0.00916855 0.00747703 0.00647607 0.00536848 0.00432575 0.0029557
internal_count=3910 3131 2735 2412 2340 2196 771
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=8
num_cat=0
split_feature=50 4 12 12 4 12 12
split_gain=4.29356e-05 5.33219e-05 4.25935e-05 4.40505e-05 7.93217e-05 3.78779e-05 5.6148e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.036459999999999992 0.051320000000000005 0.0057500000000000008 0.090840000000000018 0.098845000000000016
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=-0.00037928408862609477 -0.00038718259998343335 0.00034911235381110108 -9.6936757103663313e-05 -0.00043645303218099209 0.0005555383137948259 0.00029407778937613679 -0.00029723959534583955
leaf_weight=0.0011621654584249384 0.0010188079499591765 0.0017138049605693708 0.0015297797188816406 0.0010223674844067991 0.0013471964302571859 0.0012950994315871055 0.0011797919268859568
leaf_count=253 779 396 254 1147 101 579 401
internal_value=0 3.69301e-05 -3.40613e-05 2.88805e-05 0.000208597 -0.000118961 1.21941e-05
internal_weight=0 0.00925021 0.0075364 0.00637423 0.00287698 0.00349726 0.00247489
internal_count=3910 3131 2735 2482 355 2127 980
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=7
num_cat=0
split_feature=157 49 2 0 12 1
split_gain=1.12612e-05 2.18327e-05 3.53728e-05 4.52922e-05 5.01277e-05 2.04191e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 0.10946500000000002 0.012625000000000003 0.090385000000000007 0.094385000000000011
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=-0.0091714586729074316 -0.016887963810230687 0.013721289787655536 0.012209551139389041 -0.0208171732249883 0.015841065417028101 0.001976331012118034
leaf_weight=0.001178475064978206 0.0012593891822050033 0.0012002377910573184 0.0015595626166288986 0.0013344825441518951 0.0013704401781010362 0.0010540123921028216
leaf_count=703 1053 578 413 169 777 217
internal_value=0 0.00131831 -0.000944802 -0.00503283 0.000685098 -0.00829317
internal_weight=0 0.00777812 0.00657789 0.00501832 0.00368384 0.0023134
internal_count=3910 3207 2629 2216 2047 1270
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=8
num_cat=0
split_feature=15 42 49 160 3 1 2
split_gain=1.09533e-05 3.44444e-05 4.17136e-05 7.19229e-05 4.79104e-05 3.77974e-05 3.0896e-05
threshold=0.079360000000000014 0.092145000000000019 -0.0019649999999999997 0.057440000000000012 0.092005000000000017 0.094385000000000011 0.11290500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6
right_child=-2 -3 4 -5 6 -7 -8
leaf_value=-0.02676637746534934 -0.0093902572033103416 -0.015925880298594704 0.0086486123791629076 0.010839855729127001 -0.015229844010688325 0.032935406502607539 0.0095651234135694114
leaf_weight=0.0010290151282111761 0.0011021883001923497 0.0010155004990641241 0.0017733107984929269 0.0010055206158987135 0.001006153727879855 0.0010033734865969222 0.001004030293228719
leaf_count=435 1436 441 794 202 137 317 148
internal_value=0 0.00125652 0.00381446 -0.0081804 0.00891257 0.0174248 -0.00284546
internal_weight=0 0.0078369 0.0068214 0.00203454 0.00478687 0.00277668 0.00201018
internal_count=3910 2474 2033 637 1396 1111 285
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=7
num_cat=0
split_feature=43 4 0 2 13 1
split_gain=1.06702e-05 2.72091e-05 3.06403e-05 3.70505e-05 4.02655e-05 1.92839e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.06402999999999999 0.099015000000000006 -0.009474999999999999 0.11097000000000001
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=0.0086194086266737965 -0.015784012647433031 -0.023829441756848337 0.012980950005492518 0.01651798889008874 0.00070608235460222911 -0.0020151903389941032
leaf_weight=0.0012245889522111151 0.0011271457278076028 0.0012607829773747528 0.0016176438573939191 0.0010455946215922217 0.0014247071547253836 0.0012124457099684624
leaf_count=261 278 1703 420 425 591 232
internal_value=0 -0.00143104 0.00103466 -0.00287446 -0.0108128 0.00656667
internal_weight=0 0.00768832 0.00656117 0.00494353 0.00268549 0.00225804
internal_count=3910 3649 3371 2951 2294 657
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=1.90717e-05 2.93306e-05 3.53412e-05 4.28851e-05 7.36057e-05 6.70317e-05 3.60091e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.091624999999999984 0.15100500000000003
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=-0.00025250629099588407 -0.00025922237954015661 0.00031628287199382093 -0.00035810723418645525 -0.00042052350562510858 0.0005939617207020054 0.00035698995263561199 -9.6879719698699513e-05
leaf_weight=0.0010252054523305102 0.0014317335203000844 0.0011880556062847571 0.0010011557028475988 0.0010478151017521025 0.0010233238054243735 0.0015680116416591219 0.0011761827069619985
leaf_count=633 519 298 576 335 156 1041 352
internal_value=0 3.0713e-05 -1.60947e-05 3.87163e-05 0.000127302 1.36742e-06 0.000162458
internal_weight=0 0.00843628 0.00724822 0.00624707 0.00481533 0.00379201 0.00274419
internal_count=3910 3277 2979 2403 1884 1728 1393
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=7
num_cat=0
split_feature=0 1 4 49 12 3
split_gain=1.12336e-05 2.31471e-05 2.37269e-05 4.90745e-05 7.00543e-05 2.10475e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0051950000000000008 -0.029304999999999998 0.051320000000000005 0.045635000000000002
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=-0.013907981713435547 0.0077428425643504151 0.002176940798019359 0.02344657324747227 0.011452492818630131 -0.020575496361452582 -0.017582991312790834
leaf_weight=0.0012767566722441384 0.001533348854446101 0.001097069447823963 0.0011000913573808585 0.0016977912500459923 0.0011424916859955926 0.0010597818228611584
leaf_count=1905 255 803 149 350 210 238
internal_value=0 -0.00166437 0.000899442 0.0055147 -0.00143063 -0.00753222
internal_weight=0 0.00737398 0.00609723 0.00394037 0.00284028 0.00215685
internal_count=3910 3655 1750 709 560 1041
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=8
num_cat=0
split_feature=1 42 3 15 2 13 0
split_gain=2.34754e-05 4.20834e-05 4.89371e-05 5.79052e-05 4.23835e-05 4.15567e-05 3.98605e-05
threshold=0.12864500000000004 0.092635000000000009 -0.08348499999999999 -1.0000000180025095e-35 0.097940000000000013 -1.0000000180025095e-35 -0.13027499999999997
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=0.00058869824511511768 0.00021831928380379342 -0.00041057012558215033 -2.2281336733055355e-05 -2.9660527347159542e-05 0.0003540483628303526 -0.00015677270168760435 -0.00050959623433485726
leaf_weight=0.0010301372364383411 0.001530211687292833 0.0010621996397842315 0.0012317108212830481 0.0013390759657729017 0.0011492039897752437 0.0013105731772378839 0.00135554614074136
leaf_count=515 331 706 155 796 245 230 932
internal_value=0 -4.55507e-05 6.72963e-06 0.000239203 -0.000102399 8.18821e-05 -0.000277601
internal_weight=0 0.00847845 0.00741625 0.00236921 0.00504703 0.00245978 0.00258726
internal_count=3910 3579 2873 1311 1562 475 1087
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=7
num_cat=0
split_feature=13 51 47 0 15 2
split_gain=1.05871e-05 2.85107e-05 2.59727e-05 5.22879e-05 3.78809e-05 4.02292e-05
threshold=-0.23438999999999996 0.08955500000000001 0.09252500000000001 -0.11287999999999999 -0.03231499999999999 0.093815000000000009
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=0.0090993263931794608 0.017358687484034307 -0.015889792931034645 -0.010660506307510149 0.011428011796128007 -0.024651789689849067 0.0029944237246656716
leaf_weight=0.0011086681684759903 0.0019607274108073363 0.001149034184218873 0.0014510946359083303 0.0011313389133282485 0.0010863036764216026 0.0010210901024886678
leaf_count=210 381 425 325 787 1409 373
internal_value=0 -0.00134423 0.00116884 0.00447024 -0.00333241 -0.0112564
internal_weight=0 0.00779959 0.00665055 0.00519946 0.00323873 0.00210739
internal_count=3910 3700 3275 2950 2569 1782
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=8
num_cat=0
split_feature=1 12 4 52 49 16 16
split_gain=1.02597e-05 2.07412e-05 3.3031e-05 4.8755e-05 2.89977e-05 2.83261e-05 1.54007e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.087604999999999988 -0.045004999999999996 -0.0099649999999999982 -0.110495
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -6
right_child=-2 -3 4 5 6 -7 -8
leaf_value=-0.01041136442484308 0.0079066727704159064 -0.013784950366934305 0.0073464384859380661 0.0055626220764972457 -0.0050075835976373419 0.028111500524510155 -0.022149629155348519
leaf_weight=0.0010131101850592381 0.0013734313490737652 0.0011607338132950456 0.0010040229299143446 0.001200668819515464 0.0010811081519778484 0.0010393688269932605 0.0010172425857511221
leaf_count=552 331 522 203 1238 329 388 347
internal_value=0 -0.00149286 0.000752091 0.00779221 -0.00663018 0.0160252 -0.0133177
internal_weight=0 0.00751626 0.00635552 0.00325315 0.00310237 0.00224004 0.00209835
internal_count=3910 3579 3057 2178 879 1626 676
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=7
num_cat=0
split_feature=52 15 52 0 47 13
split_gain=1.08783e-05 3.79275e-05 2.22407e-05 2.28766e-05 3.62288e-05 5.90139e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.14674999999999996 0.084695000000000006 -0.083924999999999986
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=0.019716234072077069 -0.014306335719368422 -0.0064430921947841897 0.011322250303769927 0.0090955017383747179 0.012383700529259856 -0.020324598214173012
leaf_weight=0.0010587215891836789 0.0012126111515273763 0.0011631616969261253 0.0014709274103107718 0.0011017933565940731 0.0010761404043736441 0.0017887071369951132
leaf_count=464 527 507 267 549 250 1346
internal_value=0 0.00602176 -0.00206019 0.000670781 -0.00327904 -0.00911032
internal_weight=0 0.00222188 0.00665018 0.00543757 0.00396664 0.0028905
internal_count=3910 971 2939 2412 2145 1895
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=1.12623e-05 3.75055e-05 3.1589e-05 5.68075e-05 3.91291e-05 1.77791e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.08598500000000002
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=-0.019289302827852312 0.01548337684404303 -0.022857278086159966 0.014261653496347407 0.012427543014586109 0.0022257935774961397 -0.0018695142069328375
leaf_weight=0.0010716280768065826 0.0010612326613136771 0.001477127936677322 0.0013772253950006738 0.0014617998125305057 0.0010742076781689765 0.0013308725411098976
leaf_count=597 259 263 408 1441 755 187
internal_value=0 -0.00220289 0.00119397 -0.00329059 -0.0122964 0.00582892
internal_weight=0 0.00646199 0.00539036 0.00401314 0.00255134 0.00239211
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=8
num_cat=0
split_feature=1 3 13 15 3 48 2
split_gain=2.79615e-05 4.78208e-05 4.64589e-05 4.82705e-05 4.28878e-05 5.42947e-05 1.6112e-05
threshold=0.10498500000000001 -0.115685 -0.070174999999999987 -0.074174999999999977 -0.069909999999999986 0.085090000000000013 0.093815000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 6 -6
right_child=2 4 3 -5 5 -7 -8
leaf_value=0.00021606239006670736 0.00042663607983373678 -0.00055326198644675033 0.00022719975079627452 -0.00026107150939514573 -9.3169984935715291e-05 -0.00046876996312904354 0.00024009169084102458
leaf_weight=0.0014218023498704779 0.0012865741162505382 0.0010051110496902961 0.0015608837427064899 0.0015528561820315331 0.0010705266928323772 0.0010023614245131527 0.0011644159182602136
leaf_count=292 386 2069 233 240 209 203 278
internal_value=0 -9.51487e-05 0.000113202 -1.63065e-05 -0.000199448 -8.95966e-05 8.0461e-05
internal_weight=0 0.00566422 0.00440031 0.00311374 0.00424242 0.0032373 0.00223494
internal_count=3910 3051 859 473 2759 690 487
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=7
num_cat=0
split_feature=15 12 42 3 16 4
split_gain=1.13349e-05 1.7801e-05 2.38272e-05 3.87262e-05 5.68989e-05 3.82438e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.091955000000000023 -0.100615 -0.085924999999999987 -0.0025899999999999994
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=0.0096674042093892014 -0.012299135151540765 0.016806015941693519 -0.013375201249747809 -0.016820599172876306 -0.0035545629642794634 0.021614037383301785
leaf_weight=0.0010601843552765543 0.001247918236851042 0.0015364872152012861 0.001012145494190245 0.0015558594601855586 0.0013570145020931467 0.0010875972668246744
leaf_count=302 329 406 677 705 1196 295
internal_value=0 -0.00135314 0.000732599 0.00331148 -0.00187146 0.00764284
internal_weight=0 0.00779702 0.0065491 0.00553696 0.00400047 0.00244461
internal_count=3910 3608 3279 2602 2196 1491
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=7
num_cat=0
split_feature=1 0 4 47 16 43
split_gain=1.0938e-05 3.45448e-05 5.86667e-05 3.01774e-05 2.09988e-05 6.34225e-05
threshold=0.11235500000000002 -0.23029999999999998 -0.0021099999999999995 0.084155000000000021 0.20277000000000003 -0.00084499999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=0.014376326801337658 0.014984329676247927 -0.020344181384570476 -0.020055802445732275 -0.0062490328658286265 0.014155857052498073 0.013183219653894169
leaf_weight=0.0010269292819137087 0.0014642470870400801 0.0010973887771780922 0.0018324131161602595 0.0012329378203573852 0.0010242689113794433 0.0011612734653477668
leaf_count=122 439 1529 791 192 320 517
internal_value=0 -0.00236131 -0.00572147 0.00527813 0.00227944 -0.00310633
internal_weight=0 0.00614227 0.00511534 0.00269718 0.00328293 0.00225866
internal_count=3910 3279 3157 631 2366 2046
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=7
num_cat=0
split_feature=376 43 3 0 47 3
split_gain=2.5299e-05 4.40805e-05 6.76005e-05 3.89302e-05 3.23042e-05 5.37397e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.078669999999999976 -0.072864999999999985 0.077735000000000012 0.096385000000000012
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=-8.4044222202371978e-05 0.00027297625227227644 -0.00019683515242995236 0.00052918840382714066 -0.00037873188179606611 -0.00032268982816000143 0.00032955345178193012
leaf_weight=0.0017806048766470682 0.0010912029258077416 0.0014635785132035225 0.0011295593056605355 0.0018269594200756908 0.0010929114020572141 0.0015201427162579906
leaf_count=1101 206 1148 431 617 205 202
internal_value=0 -4.35245e-05 0.000153978 -0.000140883 -3.42898e-05 7.13487e-05
internal_weight=0 0.00881376 0.00291016 0.00590359 0.00407663 0.00298372
internal_count=3910 3704 1532 2172 1555 1350
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=6
num_cat=0
split_feature=43 52 16 3 2
split_gain=1.32398e-05 3.09137e-05 5.08801e-05 2.95309e-05 2.08323e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 -0.075954999999999981 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0034102621513377265 -0.016035673796122824 -0.015613734092680701 0.01944462370469658 0.015968934931684019 0.0011157344819490423
leaf_weight=0.0017879523463501235 0.0013672332121995459 0.0012065851463747557 0.0011296184088827608 0.001403643304983513 0.0019429439368956608
leaf_count=1267 426 845 224 581 567
internal_value=0 -0.00294543 0.00123705 0.00511258 -0.00529333
internal_weight=0 0.00564638 0.00427915 0.0031916 0.00314953
internal_count=3910 2062 1636 1848 1412
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=8
num_cat=0
split_feature=52 0 16 0 1 15 43
split_gain=1.14397e-05 3.49922e-05 2.56359e-05 3.0226e-05 2.57228e-05 2.02882e-05 1.31148e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.055679999999999993 -0.11756999999999999 1.0000000180025095e-35 -0.047894999999999993 -0.075819999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 -3
right_child=2 6 4 5 -6 -7 -8
leaf_value=-0.010369623458116158 -0.0075730056935653231 0.0044305050300872378 -0.00046673857415102367 0.020632325785828843 -0.022605104388951597 0.0005927765871666051 0.020493221452171795
leaf_weight=0.0010002795223380051 0.0016703807978057537 0.0010148086757362498 0.0010569028524114877 0.0010098860636643787 0.0010425574841710307 0.001010936774559045 0.0010184122730078973
leaf_count=128 339 560 470 496 347 1068 502
internal_value=0 0.00494285 -0.00263781 0.00238019 -0.0114603 0.0106073 0.0124761
internal_weight=0 0.0030335 0.00579066 0.0036912 0.00209946 0.00202082 0.00203322
internal_count=3910 1190 2720 1903 817 1564 1062
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=8
num_cat=0
split_feature=159 15 4 12 16 2 1
split_gain=2.2398e-05 3.05252e-05 3.48252e-05 4.67342e-05 4.47792e-05 2.59187e-05 1.69501e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 -0.072359999999999994 0.097360000000000016 0.090540000000000023
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=-0.00027294561900072191 0.00030118748765697016 0.00055628083201027028 -0.00025799717669841544 -0.00032351089753126442 -0.00012495557061120949 8.8302575369818056e-05 0.00022490528056820849
leaf_weight=0.0010506729099840567 0.001349368245485226 0.0010034627408910791 0.0017841258969252677 0.0013835563690640898 0.0010413329495244403 0.001021346516008419 0.0010893660746257748
leaf_count=633 408 146 341 1598 158 381 245
internal_value=0 3.01867e-05 -1.97478e-05 5.69921e-05 0.000214759 -0.000148616 5.39184e-05
internal_weight=0 0.00867256 0.00732319 0.00553906 0.00313416 0.0024049 0.0021307
internal_count=3910 3277 2869 2528 549 1979 403
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=7
num_cat=0
split_feature=4 151 0 13 16 2
split_gain=9.81804e-06 2.33437e-05 3.93411e-05 1.72913e-05 3.00426e-05 2.31944e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.22945500000000005 0.088055000000000008
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=0.010140151098196524 0.0067791467458787214 -0.022277844071174488 0.0077689604551713616 -0.0013700932381447779 0.0090316688536776681 -0.02241820430834926
leaf_weight=0.0013561628084260381 0.0017078137878723705 0.0010181686057144342 0.0016201749236835769 0.0010528383757628776 0.0010287191921704562 0.001041418033173375
leaf_count=558 426 201 699 868 425 733
internal_value=0 -0.00166379 -0.00444233 -0.000613745 -0.00496263 -0.0118368
internal_weight=0 0.00711748 0.00576132 0.00474315 0.00312298 0.00209426
internal_count=3910 3484 2926 2725 2026 1601
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=7
num_cat=0
split_feature=151 4 0 42 4 42
split_gain=9.85169e-06 3.03315e-05 3.26958e-05 3.1757e-05 3.46042e-05 4.4285e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 -0.23071499999999998 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=-0.0089250554765499951 -0.017984884476382836 0.014660022995693632 -0.014228131865277098 -0.0081435233685505492 0.02277684165470303 -0.001795861283999476
leaf_weight=0.0010905563824435685 0.0010317791871449931 0.0013806628526331832 0.0010369985739922018 0.0013247719365423885 0.0015723485888967344 0.0013745901138781296
leaf_count=406 151 375 957 279 346 1396
internal_value=0 0.00122855 -0.0016962 0.0014696 0.00528038 0.011315
internal_weight=0 0.00772115 0.00634049 0.00530871 0.00427171 0.00294694
internal_count=3910 3504 3129 2978 2021 1742
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=7
num_cat=0
split_feature=43 1 43 49 12 3
split_gain=1.11243e-05 3.00737e-05 2.61183e-05 2.12313e-05 3.22187e-05 3.83427e-05
threshold=-0.18906999999999999 1.0000000180025095e-35 0.0067750000000000006 -0.047309999999999998 0.091735000000000025 0.096385000000000012
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=0.0088749696278437578 -0.02300343432263563 0.013112633776177347 -0.00033431399182536937 0.01408029222271885 -0.016447543071681333 -0.00813102402329661
leaf_weight=0.0012111015236486427 0.0010329544411532402 0.001380934648311025 0.0010005568413200936 0.0016911949072867271 0.0010394424205356543 0.0014380874601938589
leaf_count=261 1483 320 373 744 454 275
internal_value=0 -0.00144599 -0.0118495 0.00236606 -0.00119386 0.0038729
internal_weight=0 0.00758317 0.00203351 0.00554966 0.00416872 0.00312928
internal_count=3910 3649 1856 1793 1473 1019
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=8
num_cat=0
split_feature=159 1 4 4 0 52 3
split_gain=1.93461e-05 3.00189e-05 4.83119e-05 3.35284e-05 5.75459e-05 4.27455e-05 5.51261e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 -0.17106499999999999 -0.088354999999999989 -0.044019999999999997
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=-0.00025529316775768131 -0.00024410582104284907 -5.3623649870391616e-05 0.00049688624978302856 0.00016001712357510814 -0.00043644955189333848 -7.8104421484265129e-05 0.00051857791785977093
leaf_weight=0.0010103964355525916 0.0010510832292245646 0.0012574272536334903 0.0011956932081672285 0.0010059413232876846 0.001628793063714119 0.0011508335295527226 0.0012331837149004573
leaf_count=633 555 240 322 106 610 1303 141
internal_value=0 3.16579e-05 0.000214704 -4.23203e-05 -0.000208719 8.53079e-05 0.000230542
internal_weight=0 0.00852296 0.00245312 0.00606983 0.00263473 0.0034351 0.00238402
internal_count=3910 3277 562 2715 716 1999 1444
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.1002e-05 2.59064e-05 4.69418e-05 2.27088e-05 2.26604e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0027878666607075646 -0.014698877603896134 -0.015927561822638322 0.018659664535114265 0.0015755657964390173 0.014246547396311452
leaf_weight=0.001779326986549397 0.0013593291350483209 0.0012022792905897516 0.0011269826580430175 0.0019330193778341414 0.00139177178313063
leaf_count=1267 426 845 224 567 581
internal_value=0 -0.00267811 0.00115556 -0.00513628 0.00468841
internal_weight=0 0.00562161 0.00426228 0.0031353 0.0031711
internal_count=3910 2062 1636 1412 1848
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=7
num_cat=0
split_feature=52 4 15 2 0 43
split_gain=1.20866e-05 3.10001e-05 2.40659e-05 3.1124e-05 4.47623e-05 2.82662e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 0.11005500000000001 0.033525000000000006 -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=-0.0062095048223645005 -0.016377888119610964 0.014172305026511381 -0.0085155723302105298 0.013223360546312313 -0.02208444194186 0.013533808149402998
leaf_weight=0.0013445077477648834 0.001052322228900707 0.0016770473691577457 0.0011224492406848279 0.0013424248204350719 0.0010355279625172686 0.001206154781986975
leaf_count=795 321 395 1395 302 98 604
internal_value=0 0.00510297 -0.00270659 0.000350124 -0.00478682 0.00290542
internal_weight=0 0.00302156 0.00575888 0.00470656 0.00336413 0.0023286
internal_count=3910 1190 2720 2399 2097 1999
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=7
num_cat=0
split_feature=11 4 160 2 2 13
split_gain=2.37469e-05 4.51025e-05 3.4034e-05 3.05615e-05 3.28729e-05 2.87984e-05
threshold=0.077330000000000024 -0.0010999999999999996 -1.0000000180025095e-35 0.086915000000000006 0.11230000000000001 -0.070604999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -4
right_child=-2 3 5 4 -6 -7
leaf_value=-0.00012344912577106861 -0.00028092294526184733 -0.00029132424401397686 0.00050169067703966907 0.00027057994229880416 -0.00016660194380653423 0.00011428588196485211
leaf_weight=0.0010284909410370711 0.0010448686479592713 0.0018972241078220355 0.0013520715084898586 0.0012237847405103476 0.001438591829361436 0.0016236320524192337
leaf_count=732 279 410 575 439 413 1062
internal_value=0 3.21897e-05 0.000184035 -0.00010116 3.43525e-05 0.000290311
internal_weight=0 0.0085638 0.00400419 0.0045596 0.00266238 0.0029757
internal_count=3910 3631 2369 1262 852 1637
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=6
num_cat=0
split_feature=43 1 0 4 43
split_gain=1.0369e-05 2.37688e-05 4.58823e-05 3.25613e-05 1.76048e-05
threshold=-0.049504999999999987 0.11849500000000002 -0.23029999999999998 -0.00072999999999999985 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0019860227091948956 0.011755243039512586 0.009801977869852832 -0.003029795481561987 -0.02299374554945055 0.013060561303018857
leaf_weight=0.0017875407762787117 0.0010927800077145155 0.0012120587276749136 0.0018436493543215794 0.0014670791696409214 0.0013763076927212777
leaf_count=655 132 261 1247 446 1169
internal_value=0 -0.00259868 -0.00601194 -0.0118764 0.0045594
internal_weight=0 0.00561557 0.00440351 0.00331073 0.00316385
internal_count=3910 2086 1825 1693 1824
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=7
num_cat=0
split_feature=0 49 2 2 2 16
split_gain=1.0744e-05 2.85369e-05 3.47438e-05 4.84374e-05 3.06114e-05 1.46114e-05
threshold=0.055865000000000005 -0.084114999999999981 0.11230000000000001 0.081110000000000015 0.090905000000000014 -0.0095499999999999977
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=-0.017135791147921939 0.0076573495042223582 0.0022658848018969227 -0.011301161321794534 0.027998306900170883 0.0051413364784613086 -0.014181930930929952
leaf_weight=0.001018339459353439 0.0015097540983816148 0.0011736309133326653 0.0016946797481451623 0.0010600466987878672 0.001310042597828021 0.0010005541852335497
leaf_count=256 255 586 564 1176 767 306
internal_value=0 -0.00161458 0.000918833 0.00547599 0.0153644 -0.00530336
internal_weight=0 0.00725729 0.00623895 0.00454427 0.00237009 0.00217419
internal_count=3910 3655 3399 2835 1943 892
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=7
num_cat=0
split_feature=159 15 16 52 3 15
split_gain=3.15955e-05 2.8653e-05 3.51527e-05 5.35861e-05 4.67138e-05 5.43309e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 1.0000000180025095e-35 -0.078669999999999976 -0.017214999999999998
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=-0.00042575112739424108 0.0002016639306547494 -0.00043320495348386431 -0.00049424879301266983 0.00023747727319968379 -0.00024226081249141009 0.00028950676433858681
leaf_weight=0.001039238998655107 0.0013225959717148399 0.001110342993546903 0.0012264241322608757 0.0017367617988342451 0.0019740761800673625 0.0011803857132392705
leaf_count=633 408 274 1031 807 445 312
internal_value=0 -6.36816e-05 -0.000112235 -5.39797e-05 -0.000169525 -4.32757e-05
internal_weight=0 0.00855059 0.00722799 0.00611765 0.00438089 0.00315446
internal_count=3910 3277 2869 2595 1788 757
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=8
num_cat=0
split_feature=159 15 4 12 16 2 1
split_gain=2.40138e-05 3.74249e-05 3.39615e-05 4.55059e-05 5.38049e-05 4.363e-05 2.08605e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 -0.072359999999999994 0.097360000000000016 0.093170000000000017
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=-0.00028385464814592755 0.00032525323329085155 0.00057319841957242457 -0.00026058795132909797 -0.00038324140832312985 -0.00015525311075973138 0.00014864717777533041 0.00023268152449821384
leaf_weight=0.0010556371763587131 0.0013825256502393553 0.0010254983888970098 0.0017986165410553961 0.0013721456378862863 0.0011347534976480786 0.0010441101163338406 0.0010048417018083378
leaf_count=633 408 146 341 1598 184 381 219
internal_value=0 2.91883e-05 -2.6275e-05 4.92335e-05 0.000203927 -0.000153402 2.69369e-05
internal_weight=0 0.00876249 0.00737997 0.00558135 0.00316509 0.00241626 0.0021396
internal_count=3910 3277 2869 2528 549 1979 403
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=8
num_cat=0
split_feature=15 16 150 16 4 4 13
split_gain=4.55474e-05 4.76227e-05 5.11238e-05 8.37814e-05 5.42042e-05 4.08056e-05 3.45435e-05
threshold=-0.26361999999999991 0.3935300000000001 0.077110000000000012 -0.30307999999999996 0.044585000000000007 0.0051950000000000008 -0.0016149999999999999
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=0.00034797588585326492 -0.00058903435983596137 -0.00044394134798461665 -3.0296776124252017e-05 7.504783591298632e-05 0.0003849163637491486 0.00051510480845484404 -0.00030533496809740756
leaf_weight=0.0012094802190814333 0.0010920005126365488 0.0010781720949193377 0.0010027039634901984 0.0019560606818963297 0.0011453486158400561 0.0011126408052619598 0.001729382882062203
leaf_count=302 229 359 319 1716 194 165 626
internal_value=0 -5.69861e-05 -5.08295e-06 -9.85355e-05 1.23418e-05 0.000256577 -0.000103446
internal_weight=0 0.00911631 0.00803814 0.00592279 0.00483079 0.00211534 0.00368544
internal_count=3910 3608 3249 2765 2536 484 2342
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=7
num_cat=0
split_feature=159 15 4 12 1 16
split_gain=2.9037e-05 4.54659e-05 4.33008e-05 5.26367e-05 5.23064e-05 2.17281e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 0.094485000000000013 0.099280000000000021
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=-0.00031669293358572932 0.00035827939612785337 1.7600626457677831e-05 -0.00029690922481184138 -0.00038461107608363671 0.00053699943045823375 -6.7523581656677412e-06
leaf_weight=0.0010496891705517658 0.0013568141765559752 0.0019025635874594651 0.001796974097628746 0.0010052555800414199 0.0012256649419746871 0.0013998406050656346
leaf_count=633 408 264 341 1536 285 443
internal_value=0 2.85668e-05 -3.24619e-05 5.34187e-05 0.000221105 -0.000164686
internal_weight=0 0.00868711 0.0073303 0.00553332 0.00312823 0.0024051
internal_count=3910 3277 2869 2528 549 1979
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=7
num_cat=0
split_feature=159 15 51 43 4 3
split_gain=2.2833e-05 3.25198e-05 3.39625e-05 5.85511e-05 4.19223e-05 3.46159e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.077145000000000005 -0.053009999999999995 -1.0000000180025095e-35 -0.075954999999999981
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=-0.00028249116004221516 0.00030691476374224521 -7.6170706970699997e-05 0.00025456039260945881 -6.9992372279328814e-05 -0.00052423440359536941 0.00036448470962151692
leaf_weight=0.0010294005571742431 0.0013424550158929877 0.0015503981546208588 0.0013586221658816976 0.0017616664667937025 0.0014034426366180217 0.0012284554465028285
leaf_count=633 408 870 406 990 365 238
internal_value=0 2.64305e-05 -2.51317e-05 -8.90614e-05 -0.000271408 0.000118631
internal_weight=0 0.00864504 0.00730258 0.00594396 0.00316511 0.00277885
internal_count=3910 3277 2869 2463 1355 1108
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=7
num_cat=0
split_feature=4 48 52 2 13 3
split_gain=1.0928e-05 2.01113e-05 3.2204e-05 4.08343e-05 9.4933e-05 8.82247e-05
threshold=0.28937500000000005 0.093225000000000016 -0.094124999999999986 0.10393500000000001 -0.083514999999999992 -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=-0.018830340085543844 0.0070435575682016201 0.010397517292461706 0.029049773788130947 -0.017596773576719286 -0.023034417444091005 0.013779722155192551
leaf_weight=0.0011966730742776965 0.0017143532189569611 0.0011286874387478564 0.001105170239254718 0.0010818361579004706 0.0013990271977002897 0.0012174541687465102
leaf_count=631 426 380 669 307 1364 133
internal_value=0 -0.00184878 -0.00415243 -0.000495781 0.00447526 -0.00590472
internal_weight=0 0.00712885 0.00600016 0.00480349 0.00372165 0.00261648
internal_count=3910 3484 3104 2473 2166 1497
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=8
num_cat=0
split_feature=43 1 52 52 4 13 2
split_gain=1.35681e-05 2.72429e-05 3.3906e-05 4.76963e-05 6.46899e-05 3.37591e-05 1.70899e-05
threshold=-0.18906999999999999 0.10498500000000001 0.084240000000000023 -0.087604999999999988 -0.0010999999999999996 -0.070174999999999987 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 -7
right_child=1 5 -4 4 -6 6 -8
leaf_value=0.0096750128815863336 -0.019426758270666932 0.019595998545837066 -0.021376404567646105 0.025301668117204686 -0.0096060663507874094 0.0063553026319337364 -0.011313562139301212
leaf_weight=0.0012202621906351714 0.0010052742963265167 0.0010865356797011062 0.0011778524468948805 0.0010127480426635792 0.0011157403137645096 0.0011642707626067809 0.0010332286753994726
leaf_count=261 624 380 1015 812 412 244 162
internal_value=0 -0.00168512 -0.00691183 -0.00147519 0.00700325 0.00517703 -0.00195231
internal_weight=0 0.00759565 0.00431162 0.00313376 0.00212849 0.00328404 0.0021975
internal_count=3910 3649 2863 1848 1224 786 406
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=7
num_cat=0
split_feature=52 15 52 0 47 13
split_gain=1.18942e-05 2.92261e-05 2.31787e-05 2.41123e-05 2.96886e-05 4.04095e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.14674999999999996 0.084695000000000006 -0.083924999999999986
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=0.018376061193487982 -0.014770751747595196 -0.0046995715429440019 0.011586629644653179 0.0063455264712428024 0.010707082537926299 -0.018118038766810424
leaf_weight=0.0010456618624911447 0.0012039741555048382 0.0011552455972744335 0.0014527714558047527 0.001090486170243531 0.0010720537303395721 0.0017731130082358098
leaf_count=464 527 507 267 549 250 1346
internal_value=0 0.00626377 -0.00222649 0.00057636 -0.00348787 -0.00880208
internal_weight=0 0.00220091 0.0065924 0.00538842 0.00393565 0.0028636
internal_count=3910 971 2939 2412 2145 1895
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=7
num_cat=0
split_feature=159 15 0 48 15 3
split_gain=3.48192e-05 3.38213e-05 5.51482e-05 9.09828e-05 6.44779e-05 4.3242e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 -0.017214999999999998 -0.032959999999999996
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=-0.00034058036428469957 0.00032278146572991699 -0.00034637629477407648 -0.00036219139540734547 0.0005979631031463958 -9.9561003520698684e-05 0.00035072098350808672
leaf_weight=0.0010386534075266856 0.0013645960478340935 0.0015187509044077164 0.0016031198256060307 0.0010434960992160508 0.0017008608409331831 0.0015832187530581995
leaf_count=633 408 187 656 411 1421 194
internal_value=0 3.89914e-05 -1.29935e-05 7.23801e-05 -3.98403e-05 0.000117515
internal_weight=0 0.00881404 0.00744945 0.0059307 0.0048872 0.00328408
internal_count=3910 3277 2869 2682 2271 1615
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=8
num_cat=0
split_feature=159 0 2 43 3 3 16
split_gain=2.70519e-05 3.11135e-05 8.84692e-05 5.20381e-05 8.03413e-05 6.48908e-05 7.42903e-06
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.06705499999999999 -0.075954999999999981 -0.115685 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00030712882118317484 -0.0003045242473249578 -0.0001203103950215213 0.00057961838576407298 0.00019473449563572632 0.00056105087313720328 -0.0004260582433868494 -6.7542915437448811e-05
leaf_weight=0.0010368164297031171 0.0010026093900055585 0.0014979401758632752 0.0011805746801586432 0.0010191888940988779 0.0011970198502459165 0.0017744651149217679 0.0010321581943303682
leaf_count=633 144 878 490 163 275 1200 127
internal_value=0 2.79259e-05 9.26799e-05 -1.20582e-05 0.00018233 -0.000199579 -0.000184313
internal_weight=0 0.00870396 0.00666919 0.00548861 0.00269496 0.00279365 0.00203477
internal_count=3910 3277 3006 2516 1153 1363 271
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=7
num_cat=0
split_feature=11 43 2 13 3 48
split_gain=3.02678e-05 3.42299e-05 5.79037e-05 4.77293e-05 4.65709e-05 7.34242e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 0.086065000000000016
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=-7.2007589224484866e-06 -0.00031573392709439654 0.00023230134893356078 0.00054882746201445241 -0.00051529601769129325 0.00019970676578593389 -0.00042588687955892254
leaf_weight=0.001973580752928094 0.001093584804513212 0.0015575385663902921 0.0011336980433244784 0.0011036496468875925 0.001845274467854474 0.0011841808170237555
leaf_count=1172 279 281 556 1239 250 133
internal_value=0 3.01539e-05 0.000195667 -6.02219e-05 -0.000170458 -4.48309e-05
internal_weight=0 0.00879792 0.00310728 0.00569064 0.0041331 0.00302946
internal_count=3910 3631 1728 1903 1622 383
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=7
num_cat=0
split_feature=0 47 4 16 2 12
split_gain=1.45294e-05 3.40603e-05 3.03464e-05 5.46815e-05 4.8795e-05 2.06185e-05
threshold=-0.017269999999999997 0.09252500000000001 0.0057500000000000008 -0.0099649999999999982 0.11230000000000001 0.08598500000000002
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=-0.020753323589343283 0.017046071664548995 -0.015468191469003675 0.020762919193987098 0.010189190217296997 -0.0070093755547432053 -0.0016865896357574864
leaf_weight=0.0012677327912817013 0.0010505714097546279 0.0015535721018519666 0.0014884141245170342 0.0010393626276566275 0.0011003024081173412 0.0013332143964548031
leaf_count=1548 259 387 460 750 319 187
internal_value=0 -0.00256753 0.0015262 -0.0068135 0.00895864 0.00656918
internal_weight=0 0.00644938 0.00489581 0.0023071 0.00258872 0.00238379
internal_count=3910 3464 3077 2298 779 446
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=6
num_cat=0
split_feature=0 49 457 15 16
split_gain=1.19797e-05 2.47213e-05 3.15826e-05 2.87766e-05 3.95282e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 -0.017214999999999998 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.016222916889309404 0.0079885318376458313 0.0032444071127294169 0.016648566488214039 0.0078480426401277177 -0.018059651152745562
leaf_weight=0.0010187489764103934 0.001518673114044751 0.0016766475876516655 0.0010227750280186942 0.0017646967806828843 0.0018123396941660268
leaf_count=256 255 553 268 1671 907
internal_value=0 -0.00177382 0.000571446 -0.00255841 -0.0078219
internal_weight=0 0.00729521 0.00627646 0.00525368 0.00348899
internal_count=3910 3655 3399 3131 1460
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=8
num_cat=0
split_feature=159 1 4 13 0 0 13
split_gain=2.40065e-05 3.08736e-05 4.83771e-05 3.52511e-05 5.37176e-05 5.24842e-05 1.65662e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.13934999999999997 -0.074249999999999997 -0.13027499999999997 0.0099250000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.00028521815733160484 -0.00034922836299943399 -4.9425651420441076e-05 0.00049694469092428266 6.4501649148250803e-05 0.00045143458695775179 -0.0004817714776307863 9.5797259086753046e-05
leaf_weight=0.0010335090235745843 0.0011757678867000861 0.0012886918594333403 0.0012062457420859941 0.001776842745108934 0.0010114911269867113 0.0010916094681643939 0.001002858643746162
leaf_count=633 132 240 322 296 445 1618 224
internal_value=0 3.116e-05 0.000214732 -4.44355e-05 2.8958e-05 -0.000143386 0.000274378
internal_weight=0 0.00855351 0.00249494 0.00605857 0.0048828 0.00286845 0.00201435
internal_count=3910 3277 562 2715 2583 1914 669
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 16 16
split_gain=2.45243e-05 4.51209e-05 5.18655e-05 9.24689e-05 5.3204e-05 4.26785e-05 7.12448e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.15100500000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00028534738043343262 0.00035836069973333107 -0.00035612027090308715 -0.00011243151748619283 0.00059363319338838298 -0.00036739131359268985 -0.00023640692726814504 0.00059223554440403388
leaf_weight=0.0010475876515165508 0.0013729059888758152 0.0014850311371914036 0.0011137215766730587 0.00101028411501699 0.0014852580885223845 0.0010985245053800408 0.0010929795068770588
leaf_count=633 408 187 708 411 976 247 340
internal_value=0 3.2291e-05 -2.91522e-05 5.45535e-05 -5.91351e-05 7.93849e-05 0.00023659
internal_weight=0 0.0086587 0.0072858 0.00580077 0.00479048 0.00330523 0.0022067
internal_count=3910 3277 2869 2682 2271 1295 1048
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=7
num_cat=0
split_feature=15 2 16 13 48 2
split_gain=1.2611e-05 1.72765e-05 3.49247e-05 2.45545e-05 3.51954e-05 4.81622e-05
threshold=-0.26361999999999991 0.10946500000000002 -0.076589999999999978 -0.088444999999999982 0.083775000000000002 0.084235000000000018
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=0.01016979381443547 -0.015464733860956998 -0.0066822008156897927 0.019324451130488265 0.0035084849786510791 0.014128221351351711 -0.022492559308250233
leaf_weight=0.0010559086561284271 0.0014670005209165091 0.0010296696418522296 0.0010358427944774887 0.0019188950376667433 0.0011903816181825016 0.0011330561030924776
leaf_count=302 475 225 362 824 405 1317
internal_value=0 -0.00147721 0.00635999 -0.00431254 -0.000456103 -0.00614457
internal_weight=0 0.00777485 0.00206551 0.00570933 0.00424233 0.00305195
internal_count=3910 3608 587 3021 2546 2141
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.3319e-05 2.58778e-05 4.35528e-05 2.28094e-05 2.2278e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0023248661718766679 -0.015045614578325229 -0.015944032210001159 0.01771362190988315 0.0015324019165812186 0.014524217057922945
leaf_weight=0.0017827224462514861 0.0013544482301712712 0.0012162045365501058 0.00112422142317249 0.0019349589340715715 0.0014017902787658981
leaf_count=1267 426 845 224 567 581
internal_value=0 -0.00300019 0.000815824 -0.0052127 0.00509193
internal_weight=0 0.00562983 0.00427538 0.00315116 0.00318451
internal_count=3910 2062 1636 1412 1848
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=7
num_cat=0
split_feature=151 4 0 42 43 1
split_gain=1.22583e-05 3.5885e-05 3.87464e-05 2.54814e-05 3.99991e-05 4.68893e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 -0.083899999999999988 0.095575000000000007
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=-0.010038096339859541 -0.019678589182486897 0.015906711610983792 -0.012512361122069264 0.021739400655232902 -0.010595121160678005 0.014018869045334684
leaf_weight=0.0010818418799133341 0.0010232650563707759 0.0013854102548405706 0.0010343598143623782 0.0010682117001842612 0.0019060964674204311 0.0013030165624252478
leaf_count=406 151 375 957 331 1251 439
internal_value=0 0.00132797 -0.0018603 0.00157229 0.00497829 -0.000600946
internal_weight=0 0.00772036 0.00633495 0.00531168 0.00427732 0.00320911
internal_count=3910 3504 3129 2978 2021 1690
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=6
num_cat=0
split_feature=52 2 16 52 0
split_gain=1.19273e-05 3.03584e-05 2.4155e-05 6.74616e-05 3.65681e-05
threshold=-0.048794999999999991 0.097940000000000013 -0.15168999999999996 0.091210000000000013 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0023112971136448925 -0.011790471731847295 0.018746925750242862 -0.026194090319359362 0.0046637213378195085 0.011813573719869203
leaf_weight=0.0019617584818912666 0.0010005650427024645 0.0010515615351484936 0.001290075442519834 0.0015715145101372436 0.0019077967433873623
leaf_count=694 167 496 1374 720 459
internal_value=0 0.00503741 -0.00272489 -0.00924774 0.00369306
internal_weight=0 0.00301332 0.00576995 0.00286159 0.00290836
internal_count=3910 1190 2720 2094 626
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=7
num_cat=0
split_feature=159 15 0 48 15 3
split_gain=2.85139e-05 2.47234e-05 3.86436e-05 9.11555e-05 5.96826e-05 3.67111e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086065000000000016 -0.017214999999999998 -0.032959999999999996
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=-0.0003101249116295518 0.00028446583587090132 -0.0002957432199340477 -0.00037777532999192529 0.00058649811522605371 -0.00010397420386926594 0.00032147428011452303
leaf_weight=0.0010177387579906232 0.0013136057412561413 0.0014351912479091903 0.0014851493039816747 0.0010479825959932212 0.0016292184854127139 0.0014955579572223225
leaf_count=633 408 187 640 429 1421 192
internal_value=0 3.73751e-05 -8.38481e-06 6.45068e-05 -5.41584e-05 9.96509e-05
internal_weight=0 0.00840671 0.0070931 0.00565791 0.00460993 0.00312478
internal_count=3910 3277 2869 2682 2253 1613
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=7
num_cat=0
split_feature=52 15 52 0 2 1
split_gain=1.02222e-05 2.74211e-05 1.95389e-05 2.58456e-05 3.424e-05 5.41873e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.14674999999999996 0.10113500000000002 0.10688500000000002
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=0.017621256082746398 -0.013593858513016619 -0.0047663335205518241 0.011960556294785811 0.014657513869783551 -0.016968137954427462 -0.014515829474371966
leaf_weight=0.0010410494191645126 0.0011950038994861453 0.0011530913406532879 0.0014488273399048514 0.0015756262977574304 0.0012968975664676991 0.0010684168753503048
leaf_count=464 527 507 267 1525 427 193
internal_value=0 0.00585586 -0.00202529 0.000539662 -0.00365906 0.00286902
internal_weight=0 0.00219414 0.00658477 0.00538977 0.00394094 0.00264404
internal_count=3910 971 2939 2412 2145 1718
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=8
num_cat=0
split_feature=159 42 15 0 1 4 16
split_gain=3.0124e-05 3.43263e-05 6.35755e-05 6.36975e-05 0.000113244 4.39251e-05 3.07913e-05
threshold=-1.0000000180025095e-35 0.085545000000000024 0.035895000000000003 -0.15517999999999996 0.11235500000000002 0.070230000000000015 0.041215000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -3 -5
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.00031917302091880793 -0.00016202486000600581 -0.00047863915431121913 -0.00034951619434012116 0.00027841166942181052 0.0008017827950112978 9.5555044347530411e-05 -0.00012274215118908546
leaf_weight=0.0010691342068191419 0.0015541905616304717 0.0010302471919374644 0.001040941187066366 0.0016076116750912651 0.0012338621968430398 0.001018691490132635 0.0013562672663852146
leaf_count=633 190 903 737 619 244 270 314
internal_value=0 2.92901e-05 9.63882e-05 0.000177085 0.000302638 -0.000193161 9.48442e-05
internal_weight=0 0.00884181 0.00679287 0.00575193 0.00419774 0.00204894 0.00296388
internal_count=3910 3277 2104 1367 1177 1173 933
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=8
num_cat=0
split_feature=376 147 52 0 3 13 2
split_gain=2.20747e-05 3.15074e-05 4.12832e-05 4.63464e-05 4.08456e-05 3.26749e-05 4.05154e-05
threshold=0.048375000000000008 1.0000000180025095e-35 0.11401500000000002 -0.076099999999999987 -0.115685 -0.083514999999999992 0.092340000000000019
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=8.2165964687324161e-05 0.00025382508650237878 0.00028358818246993183 -0.00043575121634191987 0.00048689004005642548 -1.7891800035028956e-05 -8.945893490583837e-05 -0.00058194147310160194
leaf_weight=0.0014674351457423622 0.0011000486439374122 0.0010196210589424005 0.0010961286026290205 0.0010169809298416202 0.0015642960510328817 0.0016485248330081327 0.0010521411688653236
leaf_count=800 206 222 604 185 691 921 281
internal_value=0 -4.06654e-05 -8.28061e-05 -2.54863e-05 0.000180984 -0.000153352 -0.000281323
internal_weight=0 0.00886513 0.00784551 0.00674938 0.00258128 0.0041681 0.00270067
internal_count=3910 3704 3482 2878 876 2002 1202
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=8
num_cat=0
split_feature=47 43 16 2 2 4 15
split_gain=2.50344e-05 6.15632e-05 4.65714e-05 4.07859e-05 4.35866e-05 4.13365e-05 1.80955e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.084235000000000018 0.053925000000000008 -0.089024999999999979
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=0.00046817795308691875 -0.00030203836426766207 -8.2789183523363427e-05 -0.00037607078865833628 0.00053510220287860018 -0.00032105678160517399 2.3770344916637275e-05 0.0002868040017036782
leaf_weight=0.0010594316540798359 0.0010022104435064632 0.0010316251296613194 0.0012886044685975883 0.0010014427462960937 0.001768159130018133 0.001546510925282214 0.0010059423808617346
leaf_count=248 179 234 494 318 1330 362 745
internal_value=0 2.52195e-05 -3.61868e-05 3.27459e-05 -9.57974e-05 0.000224743 9.96781e-05
internal_weight=0 0.00870172 0.00764228 0.00635368 0.00380573 0.00254795 0.00203757
internal_count=3910 3731 3483 2989 2309 680 979
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=7
num_cat=0
split_feature=43 4 1 15 151 2
split_gain=1.11883e-05 2.68694e-05 2.99972e-05 3.53367e-05 3.88325e-05 5.99693e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 -0.044604999999999992 0.089910000000000004
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=0.0088422057012235225 -0.015762686970531247 -0.012843119057788869 -0.016409439132616502 0.01880507561018124 -0.0086425053115289051 0.020353120626336905
leaf_weight=0.0012145762320036205 0.0011245372130692013 0.0012633966238919684 0.0010894699563862558 0.0012745555978689637 0.001433651772576393 0.001419562251430791
leaf_count=261 278 1794 276 613 396 292
internal_value=0 -0.00149359 0.000982427 0.00433039 -0.000348852 0.00578372
internal_weight=0 0.00760517 0.00648064 0.00521724 0.00394268 0.00285321
internal_count=3910 3649 3371 1577 964 688
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=7
num_cat=0
split_feature=159 0 2 43 3 3
split_gain=2.29461e-05 2.86388e-05 9.91772e-05 3.05653e-05 7.67342e-05 4.01906e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.074254999999999988 -0.075954999999999981 -0.097604999999999983
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=-0.00027947602688754202 -0.00017416388748988642 -0.00015822363711513168 0.00060974705871172613 0.00014471864597647382 0.00053420006178860188 -0.00034474940183689084
leaf_weight=0.0010080970571002398 0.0019572672708560385 0.0014397868129101001 0.0011826581508002348 0.0010314514741404308 0.0010745643921322942 0.001721268495112131
leaf_count=633 271 828 490 196 241 1251
internal_value=0 3.35822e-05 9.66258e-05 -1.85895e-05 0.000137699 -0.000161344
internal_weight=0 0.008407 0.00644973 0.00526707 0.00251435 0.00275272
internal_count=3910 3277 3006 2516 1069 1447
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=7
num_cat=0
split_feature=376 43 52 13 0 48
split_gain=2.56678e-05 3.24894e-05 5.01103e-05 3.6198e-05 4.96491e-05 3.13425e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.07984999999999999 -0.10939499999999998 -0.071924999999999989 0.086125000000000021
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=0.00048280896046519624 0.00028569032417073107 0.00013174040875421045 -6.0426429510514829e-05 6.8093537807215035e-05 -0.00054327717697621862 -0.00034519107442503434
leaf_weight=0.001027368653711671 0.0010716710851552324 0.0016221878678011007 0.0017908470752080624 0.0019888003367810585 0.0012389221329334771 0.0010933453580570106
leaf_count=451 206 313 966 1235 531 208
internal_value=0 -3.57875e-05 0.000137608 -0.000118009 -0.000211769 -7.8513e-05
internal_weight=0 0.00876147 0.00281822 0.00594326 0.00432107 0.00308215
internal_count=3910 3704 1417 2287 1974 1443
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=7
num_cat=0
split_feature=159 0 2 43 3 3
split_gain=2.99481e-05 2.51214e-05 9.65786e-05 4.02542e-05 6.68914e-05 4.21173e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.074254999999999988 -0.075954999999999981 -0.097604999999999983
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=-0.00032206594281092592 -0.0001609639656043422 -0.00011746360335150161 0.0006008940874658741 0.00013022396016746927 0.00052711396090428968 -0.00037026493743343543
leaf_weight=0.0010215953653056357 0.0019616479722778923 0.0014467636438057719 0.0011749844384730005 0.0010297746810992447 0.0010818377277891983 0.0017366008875631213
leaf_count=633 271 828 490 196 241 1251
internal_value=0 3.34094e-05 9.23421e-05 -2.05084e-05 0.000158313 -0.00018396
internal_weight=0 0.00843161 0.00646996 0.00529498 0.0025286 0.00276638
internal_count=3910 3277 3006 2516 1069 1447
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=7
num_cat=0
split_feature=0 49 2 47 4 3
split_gain=1.38284e-05 2.16707e-05 3.41036e-05 4.21098e-05 2.91046e-05 4.00684e-05
threshold=0.055865000000000005 -0.084114999999999981 0.11230000000000001 0.09252500000000001 -0.06272999999999998 -0.0038649999999999999
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=-0.015409225728888892 0.0086237786089666795 -0.0040366150421936873 -0.011692438226200206 -0.011939848816070287 0.0033868201622321219 0.028949243204497085
leaf_weight=0.0010172065106234191 0.0015174628015032221 0.0010047491490135642 0.0017191632352626445 0.0011297111883257606 0.0012261443947729164 0.0012266317135446641
leaf_count=256 255 1281 564 297 1060 197
internal_value=0 -0.00186481 0.000319868 0.00482173 0.0102984 0.0161706
internal_weight=0 0.00732361 0.0063064 0.00458724 0.00345753 0.00245278
internal_count=3910 3655 3399 2835 2538 1257
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.17302e-05 2.93414e-05 4.39478e-05 7.45262e-05 3.19744e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15137999999999999 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0068966888761095128 0.0088076899443356085 0.012044866306024027 -0.00082939777637295708 -0.033975129417984105 0.012626017572476934
leaf_weight=0.0015994955376516728 0.001276730697096386 0.0013105976510583237 0.0017747426879472167 0.0010980527730276839 0.0017642651350005662
leaf_count=2120 239 424 203 594 330
internal_value=0 -0.00155662 -0.00441494 -0.0134985 0.00334281
internal_weight=0 0.00754715 0.00623656 0.0028728 0.00336376
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=7
num_cat=0
split_feature=159 160 47 2 1 1
split_gain=1.14223e-05 4.04216e-05 2.75808e-05 4.06928e-05 6.31615e-05 1.46421e-05
threshold=0.073745000000000019 -1.0000000180025095e-35 0.10561500000000001 0.10113500000000002 0.090820000000000012 0.10252500000000002
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=-0.020043573667518313 0.008677203413857932 0.017986477982604315 0.014966357613454013 -0.021416193021744939 -0.0098621653304158587 -0.0043684120922109857
leaf_weight=0.0010204178082632879 0.0012805914303264439 0.0017632310278211324 0.001212694366122655 0.0010126832821710165 0.0015134571169737895 0.0010026116864750275
leaf_count=858 669 1189 183 308 403 300
internal_value=0 -0.00153918 0.00136368 -0.00175346 0.00512357 -0.0129349
internal_weight=0 0.0075251 0.00650468 0.00529198 0.00327669 0.00201529
internal_count=3910 3241 2383 2200 1592 608
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=8
num_cat=0
split_feature=16 43 3 52 16 16 0
split_gain=4.07464e-05 3.56055e-05 4.49232e-05 3.20928e-05 5.10176e-05 3.7157e-05 3.24342e-05
threshold=0.3935300000000001 -0.049504999999999987 -0.078669999999999976 -0.074484999999999982 -0.0083999999999999995 -0.09601999999999998 -0.16443499999999997
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=1.0214616151917447e-05 -0.00035282390552979876 -0.00031368713107885935 0.00050078932352532976 -0.00023087663801887398 0.00038715576712760621 -0.00038932337892867702 0.0002189032375507653
leaf_weight=0.0016965721555175864 0.0011414622282708573 0.0013341480450746873 0.0012437961404886172 0.0010099363123325586 0.0011658380168242249 0.0010794751833510751 0.0015818782203118899
leaf_count=1066 380 253 566 132 214 907 392
internal_value=0 4.01583e-05 0.000217731 -4.44481e-05 2.98118e-05 -8.36647e-05 4.36403e-05
internal_weight=0 0.00911164 0.00294037 0.00617128 0.00483713 0.00367129 0.00259181
internal_count=3910 3530 1632 1898 1645 1431 524
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.51282e-05 3.31482e-05 3.39355e-05 3.53659e-05 4.36248e-05 4.57726e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00025097190897655468 -0.00028917886163660312 0.000363454140111185 -0.00037661801654830657 -0.00029417118928291212 0.00031647095749565921 0.00013723048223834787
leaf_weight=0.0013628976388464029 0.0010698294256899906 0.0013444961547711522 0.0010997480875256397 0.0011267516574304179 0.0019595365125440788 0.001691783723273158
leaf_count=385 279 198 916 316 566 1250
internal_value=0 2.95009e-05 8.24279e-05 1.81458e-05 9.22142e-05 -6.52046e-05
internal_weight=0 0.00858521 0.00722232 0.00587782 0.00475107 0.00279153
internal_count=3910 3631 3246 3048 2732 2166
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 49
split_gain=1.73155e-05 2.88981e-05 3.89808e-05 6.51646e-05 6.40131e-05 6.58847e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -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=0.00047114464860614617 0.00023190229895223306 -0.0003391387586514804 -0.00025046501593826406 -0.00024267489099721445 -0.00041022534552277853 0.00033786262178739975
leaf_weight=0.0013083632365296126 0.0010614203371491866 0.0010445356362249018 0.0017113319945102571 0.0012081555073456414 0.001215077000441169 0.0019888758437464579
leaf_count=693 206 401 1074 237 358 941
internal_value=0 -3.37552e-05 9.16628e-06 8.68374e-05 -2.71248e-05 0.000118478
internal_weight=0 0.00847634 0.0074318 0.00572047 0.00441211 0.00319703
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=8
num_cat=0
split_feature=50 4 2 52 4 0 4
split_gain=3.64984e-05 4.46355e-05 5.15542e-05 5.24128e-05 4.27889e-05 4.87415e-05 3.01632e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.11339500000000001 -0.088354999999999989 -0.0010999999999999996 0.076335000000000014 0.11205000000000001
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=-0.00026926938296057735 -0.00035466887100724944 0.00032362796365348692 -0.00043725506702520396 0.0005567982292030108 -0.0002792247570353539 9.3202968407179544e-06 0.00018225234128560575
leaf_weight=0.0016084226297433963 0.0010218404820552572 0.0016899832678553203 0.0010269483541930835 0.0014098220689728143 0.0011489451484052453 0.0011234005550760651 0.001035177923289238
leaf_count=575 779 396 323 1249 356 68 164
internal_value=0 3.62829e-05 -2.97619e-05 3.6392e-05 0.00014061 0.00031401 -6.0505e-05
internal_weight=0 0.0090427 0.00735272 0.00632577 0.00471735 0.00253322 0.00218412
internal_count=3910 3131 2735 2412 1837 1317 520
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=6
num_cat=0
split_feature=3 39 48 1 0
split_gain=1.03773e-05 2.56535e-05 3.18929e-05 5.33565e-05 4.90195e-05
threshold=0.13772500000000001 0.085060000000000011 0.085845000000000019 0.076710000000000014 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016236816324403058 0.0082616765612734486 0.01343966681448079 -0.015034956212775187 0.019341863408476004 -0.0046307449780853297
leaf_weight=0.0013546234622522414 0.0012820597661532592 0.0010019641190929475 0.0018107267422574277 0.0016869549254156131 0.001725396555896814
leaf_count=1661 239 383 453 260 914
internal_value=0 -0.00146628 -0.00373687 0.000554693 0.00722053
internal_weight=0 0.00757967 0.0065777 0.00476697 0.00341235
internal_count=3910 3671 3288 2835 1174
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=7
num_cat=0
split_feature=0 52 150 16 15 12
split_gain=1.09888e-05 3.74358e-05 2.65666e-05 4.34359e-05 6.49778e-05 1.73472e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.30307999999999996 -0.10192499999999999 0.08598500000000002
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=-0.019263286991569911 0.015462448645129077 -0.019921190743075731 0.013261662861956678 -0.016354314674243232 0.014628950662220584 -0.0017420485047515756
leaf_weight=0.0010717307795900955 0.0010381209266274657 0.0010911327449041994 0.0013640241286419852 0.0010590967899898947 0.0018755793168022345 0.0013458617294612547
leaf_count=597 259 331 408 295 1833 187
internal_value=0 -0.00219382 0.00120032 -0.0028863 0.00344738 0.00574976
internal_weight=0 0.00646156 0.00538983 0.00402581 0.00293468 0.00238398
internal_count=3910 3464 2867 2459 2128 446
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=8
num_cat=0
split_feature=50 160 43 12 42 13 49
split_gain=3.91708e-05 3.79112e-05 4.65343e-05 4.13407e-05 6.45613e-05 4.589e-05 4.90977e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.15109999999999998 -0.0089849999999999982 0.085330000000000003 -0.073799999999999991 -0.029304999999999998
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=0.000303434853224077 -0.0003685570721513096 0.00031309173151377435 -0.00044875741923569237 0.00037792457306198005 -0.0004554735915182399 0.00021480189042441631 -0.00031184029180814467
leaf_weight=0.0016663814261866292 0.0010234926456338883 0.0013060096506203505 0.0010499485419482781 0.0013948709270150475 0.0010524538776888366 0.0013075472833872235 0.0014194283835103905
leaf_count=796 779 228 325 230 655 129 768
internal_value=0 3.5816e-05 -2.34058e-05 -9.40117e-05 -2.20282e-05 8.86459e-05 -5.93226e-05
internal_weight=0 0.00919664 0.00753026 0.00622425 0.0051743 0.00412185 0.00272698
internal_count=3910 3131 2335 2107 1782 1127 897
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=8
num_cat=0
split_feature=159 1 4 4 0 13 0
split_gain=2.71708e-05 3.3837e-05 5.5848e-05 3.5079e-05 5.27503e-05 3.37214e-05 6.42727e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 -0.17106499999999999 -0.088444999999999982 -0.053834999999999994
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=-0.00029961250774995058 -0.00018919077917343901 -5.8863772568009954e-05 0.0005246715974638026 0.00013629922670331296 -0.00042832357249366959 0.00053693145235579067 -0.00011363395461525097
leaf_weight=0.0010460527437592048 0.0011445145026297903 0.0012910248353577474 0.0012326060672582587 0.0010326111918981529 0.0016569754378884752 0.0012045156699544454 0.0011330838268484894
leaf_count=633 293 240 322 106 610 1407 299
internal_value=0 3.48687e-05 0.00022615 -4.33468e-05 -0.000211548 8.65721e-05 0.000221589
internal_weight=0 0.00869533 0.00252363 0.0061717 0.00268959 0.00348211 0.0023376
internal_count=3910 3277 562 2715 716 1999 1706
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=8
num_cat=0
split_feature=159 150 151 4 16 16 2
split_gain=5.19219e-05 3.90756e-05 6.84859e-05 9.96918e-05 4.10394e-05 8.6034e-05 0.000105732
threshold=-1.0000000180025095e-35 0.11398500000000002 -0.068254999999999996 0.27020000000000005 0.15737500000000001 -0.095609999999999987 0.089910000000000004
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=-0.00040869764258682719 -0.00031478641047960018 -0.00032012869172150563 -0.00015952562063679268 0.00070764653501906197 -0.0001696263997280386 1.1053107467338723e-05 0.00086774944193091072
leaf_weight=0.0010931107104262443 0.0013566690032022523 0.0010135345336531694 0.0016400838428723627 0.0011022173122793395 0.001925059455397898 0.0011248744490867462 0.0010911398328049405
leaf_count=633 477 160 390 333 494 1000 423
internal_value=0 4.3178e-05 8.78651e-05 0.000167225 6.41901e-05 0.000180917 0.00043288
internal_weight=0 0.00925358 0.00824004 0.00688337 0.00578116 0.0038561 0.00221601
internal_count=3910 3277 3117 2640 2307 1813 1423
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=6
num_cat=0
split_feature=4 42 133 15 15
split_gain=1.19224e-05 1.99414e-05 4.00794e-05 5.48105e-05 2.69666e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 1.0000000180025095e-35 -0.038029999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0053709092754707392 0.007393374209530317 -0.01183502410328526 0.018526780967808538 -0.023626414365449155 0.012154719184824386
leaf_weight=0.0018948504398435628 0.0017306079702124541 0.0015647803539250689 0.001051707660320437 0.0010141523993773796 0.001636001833822838
leaf_count=522 426 1266 689 667 340
internal_value=0 -0.00185536 0.000934843 -0.00313591 0.0027495
internal_weight=0 0.00716149 0.00559671 0.004545 0.00353085
internal_count=3910 3484 2218 1529 862
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=7
num_cat=0
split_feature=4 2 13 13 2 15
split_gain=1.06417e-05 2.97274e-05 5.98397e-05 3.64222e-05 2.64412e-05 2.37355e-05
threshold=0.17888000000000001 0.11085000000000002 -0.084184999999999996 -0.00059999999999999995 0.10869000000000002 -1.0000000180025095e-35
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=-0.025248725801253508 0.015310154527381339 0.010960797618428903 0.01577579288116867 0.0025939193023143117 -0.004523496305075792 -0.01672699238479335
leaf_weight=0.0012075137612546716 0.0013187848843409229 0.0013226081056958508 0.0010865441092911127 0.0014193261433437193 0.0013708817521947635 0.0011518377356560456
leaf_count=776 281 431 1322 312 314 474
internal_value=0 -0.00233287 -0.00594675 0.000425384 0.00520125 -0.00606152
internal_weight=0 0.00618783 0.00486522 0.00365771 0.00268967 0.00257116
internal_count=3910 3315 2884 2108 595 786
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=7
num_cat=0
split_feature=150 1 2 47 2 16
split_gain=1.05337e-05 2.13309e-05 4.50335e-05 4.35856e-05 4.04561e-05 4.30049e-05
threshold=0.10559 0.10498500000000001 0.10393500000000001 0.082465000000000024 0.096540000000000015 -0.022939999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0085525214230634614 -0.0092939976257323791 0.019754850332087164 -0.021844067365092892 -0.00370252580939128 0.01894643645564692 -0.017276571703358432
leaf_weight=0.0012696621048598217 0.0010813387639380043 0.0015220756271637703 0.0010033300250591993 0.0016516430337628468 0.0010222938039731949 0.0013094071884358423
leaf_count=1381 233 526 439 232 284 815
internal_value=0 0.00123957 -0.00310797 0.00754734 0.00211186 -0.00456105
internal_weight=0 0.00777841 0.00460469 0.00317372 0.00360136 0.00257907
internal_count=3910 3677 2919 758 2480 2196
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=7
num_cat=0
split_feature=52 15 52 0 47 13
split_gain=1.06333e-05 2.62266e-05 2.05793e-05 2.11107e-05 3.48414e-05 4.22928e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.14674999999999996 0.084695000000000006 -0.083924999999999986
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=0.017496293744848235 -0.013834364407502459 -0.0043719510434162999 0.010879165862228455 0.0066210612138267524 0.012090705015874411 -0.018347063848463414
leaf_weight=0.0010417750596520086 0.001209454719768765 0.0011580525028567052 0.0014584317441533358 0.0010893515353316381 0.0010849100668266611 0.0017983998769923338
leaf_count=464 527 507 267 549 250 1346
internal_value=0 0.00598422 -0.00203762 0.000589413 -0.00318813 -0.00892829
internal_weight=0 0.00219983 0.00664055 0.00543109 0.00397266 0.00288775
internal_count=3910 971 2939 2412 2145 1895
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=7
num_cat=0
split_feature=0 52 47 2 15 12
split_gain=1.15884e-05 3.14006e-05 2.43233e-05 5.65011e-05 3.0605e-05 1.66625e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.09252500000000001 0.084235000000000018 -0.095799999999999982 0.08598500000000002
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=-0.017943492420035623 0.015457241971848527 0.02342020192654953 -0.011896540463213602 -0.015040774272527441 0.005384128857537856 -0.0014243834112692018
leaf_weight=0.0010631555759276655 0.0010358595327629744 0.001139821770737653 0.0011695448828011523 0.0012089170638859459 0.0018659750986064127 0.001342313608401373
leaf_count=597 259 769 284 380 1434 187
internal_value=0 -0.00223839 0.000862685 0.00440325 -0.00264608 0.00592874
internal_weight=0 0.00644741 0.00538426 0.00421471 0.00307489 0.00237817
internal_count=3910 3464 2867 2583 1814 446
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=7
num_cat=0
split_feature=52 2 16 0 1 15
split_gain=1.08629e-05 2.67879e-05 2.38327e-05 3.1225e-05 2.98664e-05 2.62188e-05
threshold=-0.048794999999999991 0.097940000000000013 -0.055679999999999993 -0.11756999999999999 1.0000000180025095e-35 -0.068324999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5
right_child=2 -3 4 5 -6 -7
leaf_value=-0.0020877787155555989 -0.0078801481370219598 0.017667595792756535 0.00085213403191038064 0.022077016309125598 -0.023044430158455788 -0.00064040625299631188
leaf_weight=0.0019590935347387857 0.0016691714563668637 0.001056563086839663 0.0010458256888087095 0.0010036684414584315 0.0010462254214806863 0.0010287880402324039
leaf_count=694 339 496 470 476 347 1088
internal_value=0 0.0048337 -0.00256705 0.00225464 -0.0110984 0.0105779
internal_weight=0 0.00301566 0.00579368 0.00370163 0.00209205 0.00203246
internal_count=3910 1190 2720 1903 817 1564
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=7
num_cat=0
split_feature=43 4 0 2 0 0
split_gain=1.04456e-05 2.79345e-05 3.04395e-05 4.16746e-05 4.24876e-05 1.65304e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.06402999999999999 0.099015000000000006 -0.13027499999999997 -0.16443499999999997
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=0.0085873858769942371 -0.016001782747396723 0.0021025523299563636 0.013038930885502896 -0.00071179217466051711 -0.023387552917966889 0.016560645888026949
leaf_weight=0.0012126581496072304 0.0011182284013138621 0.0012366567292334493 0.0016085075842984364 0.0012076097326840147 0.0013876766768470489 0.0010238625488223161
leaf_count=261 278 239 420 161 2055 496
internal_value=0 -0.00140829 0.00111617 -0.0028333 -0.0113759 0.00721329
internal_weight=0 0.00758254 0.00646431 0.00485581 0.00262433 0.00223147
internal_count=3910 3649 3371 2951 2294 657
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=7
num_cat=0
split_feature=0 49 151 43 3 2
split_gain=9.71414e-06 2.10142e-05 3.53195e-05 2.97448e-05 3.89502e-05 2.45773e-05
threshold=0.055865000000000005 -0.006494999999999999 -0.024429999999999997 -0.079109999999999986 -0.073124999999999982 0.099990000000000009
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=0.004158568438104783 0.0072753565518213232 -0.010683533486183538 -0.02025609482631412 0.023690362985765216 -0.010134926526836091 0.0094785382723304151
leaf_weight=0.0010812859174060318 0.0015083504732669208 0.0013073886743299279 0.0013108882573600019 0.0010001633357189501 0.0011858131357386373 0.0013852047664762606
leaf_count=431 255 879 287 1284 391 383
internal_value=0 -0.00154298 -0.00922043 0.00222161 0.00694611 0.000432353
internal_weight=0 0.00727074 0.00239217 0.00487857 0.00357118 0.00257102
internal_count=3910 3655 718 2937 2058 774
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=7
num_cat=0
split_feature=4 15 16 16 2 2
split_gain=3.44878e-05 4.11855e-05 3.98335e-05 4.95396e-05 5.11554e-05 4.95485e-05
threshold=0.24280000000000004 -0.15202999999999997 0.3935300000000001 -0.08755499999999998 0.106285 0.087005000000000013
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=-0.00026852551920668772 0.00040720523697497643 -7.5988215126561521e-05 -0.00043192287712451202 0.00023420739155424899 0.00047707126884775583 -0.00025528564165560832
leaf_weight=0.0019853442180997345 0.0014887763824381851 0.0012456664013917335 0.0010131852924690644 0.001541956659344794 0.0010718448284812053 0.0016413697936759834
leaf_count=792 333 216 359 1030 287 893
internal_value=0 0.000187088 -7.13109e-05 -1.27633e-05 0.000106568 -1.81824e-05
internal_weight=0 0.00273444 0.0072537 0.00624052 0.00425517 0.00318333
internal_count=3910 549 3361 3002 2210 1923
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=7
num_cat=0
split_feature=159 1 4 0 2 48
split_gain=2.69312e-05 3.11882e-05 5.15874e-05 3.47756e-05 4.52906e-05 3.87174e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.076099999999999987 0.10113500000000002 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00029942530375858656 -0.0003492810148709949 -5.4126639018723031e-05 0.00050579480847927935 0.00033031935366182967 -0.0001853464401769882 7.1735734037382638e-05
leaf_weight=0.0010410109367917459 0.0019931730653295183 0.0013040859732586696 0.001228676397907777 0.0016398555379332456 0.0010901632005321108 0.0014512277365319342
leaf_count=633 1560 240 322 398 364 393
internal_value=0 3.42726e-05 0.000217499 -4.08872e-05 0.000124401 -0.000171894
internal_weight=0 0.00870718 0.00253276 0.00617442 0.00273002 0.0034444
internal_count=3910 3277 562 2715 762 1953
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=3.34684e-05 2.85674e-05 3.63602e-05 4.696e-05 9.82135e-05 7.42578e-05 6.28042e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092635000000000009 -0.0088999999999999982 0.25367000000000006 -0.092424999999999993 0.15737500000000001
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=-0.00032898099511997951 -0.00025804701869872396 0.00030758679813589119 -0.00035597065414753041 -0.00046024555443168098 0.0006551905861309818 0.00036310063932819563 -0.00022616246679125967
leaf_weight=0.0010872271568783511 0.0015348219516558639 0.0012713336147716003 0.001012383932357969 0.0010375821960390951 0.0010900241191367371 0.0019072424325466629 0.0010944272132697801
leaf_count=633 523 298 557 313 158 1078 350
internal_value=0 3.53431e-05 -9.74426e-06 4.28531e-05 0.000132891 -8.05595e-06 0.000148252
internal_weight=0 0.00894782 0.00767648 0.0066641 0.00512928 0.00403925 0.00300167
internal_count=3910 3277 2979 2422 1899 1741 1428
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=7
num_cat=0
split_feature=49 49 42 1 15 0
split_gain=1.08065e-05 3.33942e-05 2.14339e-05 4.2369e-05 4.20287e-05 1.74785e-05
threshold=-0.081274999999999986 -0.006494999999999999 0.084100000000000022 0.11198000000000001 -0.031229999999999997 0.012625000000000003
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=0.0083410066324607745 -0.016003046244593946 -0.018176591483928028 -0.0083812587530747908 0.018974198945744526 0.015935845352237337 -0.0023445042426282615
leaf_weight=0.0013130033198800904 0.0013094446309912088 0.001023690130710019 0.0016040776840892798 0.0014804008546735218 0.0010184691781174853 0.0010752258244104348
leaf_count=319 437 462 1438 274 797 183
internal_value=0 -0.00149212 0.00157168 0.00504406 -0.00157116 0.0065479
internal_weight=0 0.00751131 0.00620186 0.00459779 0.00311739 0.0020937
internal_count=3910 3591 3154 1716 1442 980
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=7
num_cat=0
split_feature=49 3 3 12 52 52
split_gain=1.00145e-05 4.13008e-05 2.41248e-05 7.00603e-05 2.72049e-05 2.98238e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 -0.048794999999999991 0.10433000000000002
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=0.019557420906527956 0.0057682879185086619 -0.0071601610723685157 0.014940646711452781 -0.029807733680508278 -0.009922873925611083 0.010927337720923332
leaf_weight=0.0011087157043804391 0.0012131648201511441 0.0012100385192469034 0.0012262238132809264 0.0010180924035972372 0.0019833680633448928 0.0010487955960691037
leaf_count=350 1383 209 369 564 632 403
internal_value=0 0.00561489 -0.00204152 -0.0104646 0.00237189 -0.00271099
internal_weight=0 0.00231875 0.00648964 0.00223126 0.00425839 0.00303216
internal_count=3910 559 3351 1947 1404 1035
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=8
num_cat=0
split_feature=159 15 16 48 52 3 1
split_gain=2.26102e-05 3.00484e-05 3.93754e-05 5.03426e-05 5.39145e-05 3.76993e-05 2.15469e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.094124999999999986 -0.032959999999999996 0.086145000000000013
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=-0.00027521151815854529 0.00029629264304319674 -0.00035939852843771836 -0.00039138810965058164 0.0004301273130652587 -0.0001349740651495979 0.00045164484369748271 5.1115147948473691e-05
leaf_weight=0.0010538627034441779 0.0013620363477046989 0.0011188877175601474 0.0012641491177101038 0.0010560148491012755 0.0017633572076427464 0.0010535715676827024 0.0010127805306852616
leaf_count=633 408 274 601 318 1428 71 177
internal_value=0 2.90221e-05 -2.10597e-05 4.04966e-05 -4.02783e-05 7.56196e-05 0.000255333
internal_weight=0 0.0086308 0.00726876 0.00614987 0.00509386 0.00382971 0.00206635
internal_count=3910 3277 2869 2595 2277 1676 248
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=7
num_cat=0
split_feature=52 13 2 150 0 2
split_gain=1.11037e-05 3.60827e-05 4.58458e-05 4.46546e-05 4.23402e-05 2.38427e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11230000000000001 0.086420000000000011 -0.10575999999999998 0.08400500000000001
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=0.012999020039496899 -0.0088282182492218451 0.023532683987160859 -0.022099691086296697 -0.016934057999931789 -0.010157134878765796 0.0093427332083874052
leaf_weight=0.0019818880925247268 0.0012328757912122221 0.0010618072218001478 0.001000619197216006 0.0010195746568852386 0.0012392339750733989 0.0012692683808415814
leaf_count=520 647 221 374 242 689 1217
internal_value=0 0.0014054 -0.00270465 0.00152357 0.00679452 -0.000290464
internal_weight=0 0.00757239 0.0055905 0.00458988 0.00357031 0.0025085
internal_count=3910 3263 2743 2369 2127 1906
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=6
num_cat=0
split_feature=4 151 16 16 3
split_gain=1.08712e-05 1.9146e-05 3.70249e-05 3.18597e-05 1.09444e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.15100500000000003 -0.050194999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.009055524383461612 0.0071374519782213836 -0.016460424216600569 0.010001147127109016 -0.00046489400192272845 -0.015181210893226306
leaf_weight=0.0013308956977347549 0.0017074320196498391 0.0017350673605348857 0.0019910984486819104 0.0010110129238483042 0.0010103946844946068
leaf_count=558 426 539 1830 406 151
internal_value=0 -0.00175232 -0.00425496 0.00102286 -0.0078208
internal_weight=0 0.00707847 0.00574757 0.00401251 0.00202141
internal_count=3910 3484 2926 2387 557
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=7
num_cat=0
split_feature=43 1 43 13 52 4
split_gain=1.05605e-05 2.99732e-05 4.78241e-05 2.75206e-05 3.19096e-05 4.76483e-05
threshold=-0.18906999999999999 0.085835000000000009 0.052855000000000006 -0.089899999999999994 -0.072349999999999984 0.40812500000000007
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=0.0086240021892496823 -0.022852877078113079 0.017375910889492502 0.0053036312748519117 -0.01362560980340885 0.015465000090126572 -0.011783379926263174
leaf_weight=0.0012166573462374713 0.001375820425612692 0.0010500838849207463 0.0010742549119333229 0.0013107022198275333 0.0017265451046145637 0.0010214013213006824
leaf_count=261 1699 342 348 417 631 212
internal_value=0 -0.00141444 -0.0105074 0.00294643 -0.000786877 0.00533688
internal_weight=0 0.00755881 0.00245008 0.00510873 0.00405865 0.00274795
internal_count=3910 3649 2047 1602 1260 843
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=8
num_cat=0
split_feature=16 40 48 457 12 12 1
split_gain=2.97704e-05 2.60117e-05 3.65078e-05 3.946e-05 4.24671e-05 0.000137185 0.000100288
threshold=0.3935300000000001 -0.018084999999999997 0.11379500000000002 0.041935000000000007 0.091405000000000014 0.10058500000000002 0.095575000000000007
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=0.00028405577586149307 -0.00030964453929636931 -0.00046512077865071294 -0.00035015058958559543 0.0003832528033377797 0.00067046672073031038 -0.00033134573706747442 0.00022648584479255225
leaf_weight=0.0013565056975027674 0.001087060994658196 0.0018543569293482797 0.0010496335340464706 0.0010955623515809315 0.0011010208169167117 0.001005420595166292 0.0014259882626670923
leaf_count=388 380 1558 129 263 552 368 272
internal_value=0 3.41108e-05 -1.09042e-05 4.40272e-05 -2.49644e-05 0.000192294 -0.000164475
internal_weight=0 0.00888849 0.00753198 0.00648235 0.00538679 0.00210644 0.00328035
internal_count=3910 3530 3142 3013 2750 920 1830
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=7
num_cat=0
split_feature=151 4 0 42 43 1
split_gain=1.06894e-05 3.17513e-05 3.06033e-05 2.80386e-05 3.66688e-05 4.27345e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 -0.083899999999999988 0.095575000000000007
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=-0.0092889084499519596 -0.017481984037438177 0.015056937892549938 -0.013617717306672434 0.020912825689979212 -0.0099783587741567974 0.013567786695982159
leaf_weight=0.0010905067395627311 0.0010295355016078801 0.0013756321396224507 0.0010102442351525185 0.0010721555404455867 0.0019058258105615357 0.0012942369182116858
leaf_count=423 151 375 954 320 1249 438
internal_value=0 0.00129064 -0.00170957 0.00136442 0.00490722 -0.00045533
internal_weight=0 0.00768763 0.006312 0.00528246 0.00427222 0.00320006
internal_count=3910 3487 3112 2961 2007 1687
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 15
split_gain=2.97084e-05 5.0511e-05 5.00158e-05 4.16026e-05 5.3164e-05 4.4518e-05 1.56675e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 -0.089024999999999979
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=0.00042464660046944558 -0.00032221656331468408 -5.5275323121794568e-05 -0.00037298874525108414 0.00049801877733790057 -6.3539090102562688e-05 -0.00030657001304244537 0.00028755753829060336
leaf_weight=0.001101836401142595 0.0010160193822207038 0.0010291225630752233 0.0013119866816564763 0.0014011323282016831 0.0012061272100356529 0.0018089839748769614 0.0010209132697730271
leaf_count=248 179 234 494 507 173 1330 745
internal_value=0 3.17333e-05 -2.39252e-05 4.68987e-05 0.00023824 -8.23769e-05 0.000115455
internal_weight=0 0.0088801 0.00777827 0.00646628 0.00260726 0.00385902 0.00205004
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=8
num_cat=0
split_feature=159 484 2 16 0 2 12
split_gain=3.0325e-05 2.88089e-05 3.82653e-05 0.000122279 6.95752e-05 4.29032e-05 7.53139e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.10946500000000002 -0.16268499999999997 0.076335000000000014 0.086875000000000022 0.097345000000000015
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=-0.000310339981750929 -0.0004014908002962421 0.00034096791732062654 -0.00024857438395129762 0.00066698789755588656 -0.00055296765072171384 0.00025507288202896128 0.00027272300992579581
leaf_weight=0.0010809052262730932 0.0016486592162805668 0.0010590806174107905 0.0011161213314634377 0.001127278661825641 0.0010253688234486847 0.0017276855731824673 0.0010380920487693772
leaf_count=633 1043 392 207 393 125 969 148
internal_value=0 3.77973e-05 -3.99285e-06 0.000211483 -9.28563e-05 1.40167e-05 -0.000140992
internal_weight=0 0.00874229 0.00768321 0.0022434 0.00543981 0.00441444 0.00268675
internal_count=3910 3277 2885 600 2285 2160 1191
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=8
num_cat=0
split_feature=49 3 3 12 49 1 4
split_gain=1.13211e-05 2.9881e-05 2.38511e-05 5.78196e-05 2.91092e-05 2.59485e-05 2.5897e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 1.0000000180025095e-35 0.10982000000000001 -0.060264999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4
right_child=2 -3 4 -5 -6 -7 -8
leaf_value=0.017877302049389015 0.0042373687482208967 -0.0048992347163597698 0.0027575271232337627 -0.028054436424871557 -0.0115780210108751 -0.0053546618647989999 0.025231994911409667
leaf_weight=0.0011036566933671473 0.0012124411406625845 0.0012047605670695216 0.0010445951214925571 0.0010217741211231599 0.0011239464834687141 0.0010812986538651964 0.0010069321132206164
leaf_count=350 1383 209 345 564 449 297 313
internal_value=0 0.00599025 -0.00216352 -0.0105306 0.00222806 0.00718119 0.0137885
internal_weight=0 0.00230842 0.00649099 0.00223422 0.00425677 0.00313283 0.00205153
internal_count=3910 559 3351 1947 1404 955 658
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=8
num_cat=0
split_feature=0 43 47 3 42 16 15
split_gain=3.07942e-05 4.35929e-05 4.26896e-05 5.25492e-05 5.0053e-05 5.07108e-05 2.98669e-05
threshold=-0.017269999999999997 -0.044024999999999988 0.086425000000000016 0.096385000000000012 0.083725000000000008 -0.041434999999999993 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -4
right_child=1 -3 6 -5 -6 -7 -8
leaf_value=-0.00060470839069496696 0.00048378472740846112 -2.0606900969863093e-05 -5.8847648306266345e-05 0.00029892677014253994 0.00016687563351311797 -4.5308969942325241e-06 -0.00051360774438658939
leaf_weight=0.0010693788366346944 0.0010622971436970324 0.0017342906801583705 0.0010555866615803049 0.0017943544980557049 0.001480569139000213 0.0010959633242776769 0.0011714190021039144
leaf_count=812 181 265 226 262 1474 452 238
internal_value=0 0.000170989 -6.93787e-05 2.42311e-05 -0.000110962 -0.000300935 -0.000298054
internal_weight=0 0.00279659 0.00766727 0.00544027 0.00364591 0.00216534 0.00222701
internal_count=3910 446 3464 3000 2738 1264 464
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=6
num_cat=0
split_feature=52 4 16 52 15
split_gain=1.10655e-05 2.47236e-05 2.33856e-05 6.03202e-05 3.81986e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.15168999999999996 0.091210000000000013 -0.14487999999999998
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0052268304232607962 0.01925485423377065 0.013003699818885479 -0.025015426026042904 0.0040896483821624245 -0.0047017587805598116
leaf_weight=0.0013404632781902556 0.0010267802326877412 0.0016715106385823192 0.0012922338189468442 0.001586059967319127 0.0018919935954249019
leaf_count=795 270 395 1374 720 356
internal_value=0 0.0048903 -0.0025814 -0.00897732 0.00372581
internal_weight=0 0.00301197 0.00579707 0.00287829 0.00291877
internal_count=3910 1190 2720 2094 626
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=1.05352e-05 3.18398e-05 3.31903e-05 4.19078e-05 3.36833e-05 1.12349e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.08598500000000002
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=-0.018083792354989397 0.013484786245741179 -0.021292333866007988 0.014408368426917277 0.0099134872794857127 0.0019492126294489726 -0.00038971608442141763
leaf_weight=0.0010468211159631044 0.0010361517559330556 0.0014582379307395146 0.0013709592994050231 0.0014561266194556255 0.0010894284073355361 0.0013363341653450248
leaf_count=597 259 263 408 1441 755 187
internal_value=0 -0.0021284 0.000979174 -0.00361919 -0.0113538 0.00566979
internal_weight=0 0.00642157 0.00537475 0.00400379 0.00254767 0.00237249
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=7
num_cat=0
split_feature=11 2 0 3 3 13
split_gain=3.30012e-05 2.5197e-05 5.17894e-05 4.6558e-05 4.46893e-05 2.97312e-05
threshold=0.077330000000000024 0.091985000000000011 -0.053834999999999994 -0.074234999999999982 0.088060000000000013 -0.23438999999999996
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=0.00034292250099632332 -0.0003313488504960034 0.00036042926246609687 -0.00044568794214217315 -0.00015751106191937424 0.00023000387933981079 -0.00019244370239997023
leaf_weight=0.0012361327709535358 0.0010894262249052022 0.0018992354751236956 0.0010981964544235024 0.0016946506287372058 0.0010342114010672442 0.0016825579724424468
leaf_count=1629 279 1038 200 409 154 201
internal_value=0 3.07847e-05 -8.25225e-05 5.35596e-05 0.000129682 -3.16277e-05
internal_weight=0 0.00864498 0.00402898 0.00293078 0.004616 0.00271677
internal_count=3910 3631 2238 2038 1393 355
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=6
num_cat=0
split_feature=52 13 1 15 3
split_gain=1.06172e-05 2.91734e-05 3.42641e-05 1.94976e-05 3.28599e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.076594999999999983 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011811793488357168 -0.008620607142198089 -0.0057193516987420773 -0.013513877341219735 -0.004082695747904738 0.020134567329336984
leaf_weight=0.0019773709659167754 0.0012366873159261604 0.0014890656927643397 0.001836093003491285 0.0010353107628212855 0.0012211734639837094
leaf_count=520 647 653 349 1265 476
internal_value=0 0.00137425 -0.00232338 0.00316227 0.0090233
internal_weight=0 0.00755901 0.00558164 0.00374555 0.00225648
internal_count=3910 3263 2743 2394 1741
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=8
num_cat=0
split_feature=13 16 42 43 2 3 4
split_gain=2.15043e-05 4.85643e-05 4.1123e-05 5.7529e-05 4.83411e-05 0.000111862 5.66663e-05
threshold=0.11202500000000001 0.26538000000000006 0.086700000000000013 -0.049504999999999987 0.11230000000000001 0.096385000000000012 -0.0010999999999999996
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=0.00049460850747227146 0.00019712610884320568 -0.00043055582884227151 -0.00031031388679950221 0.00017382043139687169 -0.00028509227580625877 0.00067178228926645042 -0.0004324956283228198
leaf_weight=0.001069699501175774 0.0017535458756994743 0.0010760933928128163 0.0012375512502796858 0.0012867695415444056 0.0016190262796426901 0.0010149126148797233 0.0010986062710299533
leaf_count=800 288 433 1170 558 265 126 270
internal_value=0 -4.15954e-05 1.55333e-05 8.17596e-05 -6.22538e-06 0.000126555 -0.000105424
internal_weight=0 0.00840266 0.00732657 0.00608901 0.00501931 0.00340029 0.00238538
internal_count=3910 3622 3189 2019 1219 954 828
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=8
num_cat=0
split_feature=50 160 42 15 15 1 1
split_gain=4.32812e-05 4.45875e-05 4.25599e-05 5.79393e-05 5.37886e-05 7.93133e-05 0.000111522
threshold=1.0000000180025095e-35 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002 0.094385000000000011
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=0.0003302679124060134 -0.0003853817497511968 -0.00039787095746233271 -0.00010840348699037977 0.0004431587920738287 -0.00032440593597389631 -0.00026587055943731665 0.00079375184186446669
leaf_weight=0.0016662913373791007 0.0010212474586263906 0.0010141401247376813 0.0010781339767852011 0.0011041800125729138 0.0018165034664958052 0.0014294401336007313 0.0010302199433186478
leaf_count=796 779 752 331 518 281 294 159
internal_value=0 4.02332e-05 -2.44405e-05 3.41972e-05 -5.01401e-05 9.06835e-05 0.000332423
internal_weight=0 0.00913891 0.00747262 0.00645848 0.0053543 0.00353779 0.00210835
internal_count=3910 3131 2335 1583 1065 784 490
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=7
num_cat=0
split_feature=15 2 2 52 1 43
split_gain=1.29465e-05 1.76092e-05 3.10687e-05 3.09333e-05 3.49688e-05 3.33255e-05
threshold=-0.26361999999999991 0.10946500000000002 0.12068000000000001 0.084240000000000023 0.089175000000000018 -0.06705499999999999
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=0.010405218860227624 0.0098431619932924236 0.018392412011434194 -0.0061205193711865022 -0.017002253838283226 0.0037370826682994575 -0.020191636601888604
leaf_weight=0.0010480722473366942 0.0019500814483801132 0.001062993222188169 0.0010067382723674809 0.0014349208403701443 0.0011561024978474779 0.001172089584643447
leaf_count=302 1268 296 291 1040 294 419
internal_value=0 -0.00143373 0.00646907 -0.0042967 -3.5292e-05 -0.00830943
internal_weight=0 0.00778293 0.00206973 0.00571319 0.00427827 0.00232819
internal_count=3910 3608 587 3021 1981 713
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=7
num_cat=0
split_feature=15 3 13 15 1 0
split_gain=1.15554e-05 2.57109e-05 5.23145e-05 2.53647e-05 3.21272e-05 4.2643e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.032264999999999995 -0.076594999999999983 0.094385000000000011 -0.15007499999999999
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=-0.015260259879179276 -0.026923847401774018 0.0087873992347776656 0.00091269490145378079 0.017347442540770027 -0.010300514691420558 0.015762658982677449
leaf_weight=0.0010522990550795646 0.0010373362110887982 0.0011528798169452618 0.0019335796166327179 0.0010166751358468245 0.0010405816891160173 0.001582365778806692
leaf_count=704 1105 114 955 408 123 501
internal_value=0 -0.00388804 -0.00880682 0.00336794 -0.000499175 0.00542282
internal_weight=0 0.0041238 0.00297092 0.00469192 0.00367525 0.00262295
internal_count=3910 2174 2060 1736 1328 624
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=7
num_cat=0
split_feature=11 43 15 2 43 15
split_gain=1.05916e-05 2.29252e-05 3.39701e-05 2.8967e-05 2.99668e-05 5.4252e-05
threshold=1.0000000180025095e-35 -0.049504999999999987 -0.053579999999999996 0.089785000000000018 0.0033500000000000005 -0.074174999999999977
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=0.021856102559438317 -0.0095783426176258846 -0.014221302166037023 -0.00074389587421433661 0.0089256239485698049 0.016606353489092767 -0.021117983619828345
leaf_weight=0.0011329297486717747 0.0010251541688875059 0.0015358633332313888 0.0016105912784569235 0.0014278071047805884 0.0010273319995177375 0.0010380163436817624
leaf_count=811 304 1010 910 249 336 290
internal_value=0 0.00123574 0.00858871 -0.00277559 0.00225684 -0.00372157
internal_weight=0 0.00777254 0.00274352 0.00502902 0.00349316 0.00246582
internal_count=3910 3606 1721 1885 875 539
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=6
num_cat=0
split_feature=1 4 47 4 1
split_gain=1.05562e-05 4.089e-05 2.06138e-05 3.55462e-05 7.94291e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0057500000000000008 0.11097000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0052021487144920959 -0.0045672017226798351 -0.020606124823904129 -0.0074998899510857536 0.034245064203374372 -0.0010593952956764986
leaf_weight=0.0014846294701408183 0.0019739836741952347 0.0010467323059470234 0.0016259202531389988 0.0010670164955856323 0.0015822488420136223
leaf_count=422 1053 1586 328 164 357
internal_value=0 -0.00546972 0.00218493 0.00559093 0.0131598
internal_weight=0 0.00253136 0.00624917 0.00462325 0.00264927
internal_count=3910 2008 1902 1574 521
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=7
num_cat=0
split_feature=4 15 4 12 1 43
split_gain=9.31847e-06 3.30418e-05 2.59119e-05 2.62504e-05 5.35039e-05 3.02878e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.080120000000000011 0.094385000000000011 -0.07526999999999999
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=-0.0041214273378285668 0.016047885494103849 -0.0075788967182101518 -0.015891715579534151 0.0049629729408998124 0.022634030062318844 -0.018680852149628273
leaf_weight=0.001824836360575497 0.0013025077878884861 0.001084952720701076 0.0011109049266763574 0.0010274201969353285 0.0012658984363086761 0.001146240553486767
leaf_count=303 333 216 347 996 305 1410
internal_value=0 0.00531098 -0.00201346 0.000915159 0.00683703 -0.00750517
internal_weight=0 0.00238746 0.0063753 0.0052644 0.00309073 0.00217366
internal_count=3910 549 3361 3014 608 2406
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=7
num_cat=0
split_feature=43 4 1 15 151 2
split_gain=1.00133e-05 2.56423e-05 2.95266e-05 3.15318e-05 3.28873e-05 5.07074e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 -0.044604999999999992 0.089910000000000004
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=0.0083952092258888986 -0.015437775725283555 -0.012755047750571319 -0.015031767427027219 0.018006732535694264 -0.0077952383094052188 0.019000073367116455
leaf_weight=0.0012182767156175755 0.001106358988413444 0.0012487756810383869 0.0010693372637728838 0.0012780720196386608 0.0014171190244620727 0.0014078803597137039
leaf_count=261 278 1794 276 613 396 292
internal_value=0 -0.00137694 0.00104571 0.00437764 -9.52613e-05 0.0055586
internal_weight=0 0.00752754 0.00642118 0.00517241 0.00389434 0.002825
internal_count=3910 3649 3371 1577 964 688
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=6
num_cat=0
split_feature=0 52 2 3 12
split_gain=1.12084e-05 3.02747e-05 2.61645e-05 3.91271e-05 1.01224e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.11230000000000001 -0.0026499999999999996 0.093375000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.017847228632836162 0.011768603257910232 -0.0047807127856598196 -0.009345718054522412 0.016011015612756481 -0.0013968650057496167
leaf_weight=0.0010350104071871671 0.0013035156583554482 0.0018026933475809319 0.0017117008078320747 0.0018177716209085047 0.0010579987429313138
leaf_count=597 297 2160 445 262 149
internal_value=0 -0.0021961 0.000841898 0.00565845 0.00587025
internal_weight=0 0.00636718 0.00533217 0.00362046 0.00236151
internal_count=3910 3464 2867 2422 446
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=7
num_cat=0
split_feature=52 15 49 13 2 3
split_gain=1.00806e-05 2.30035e-05 1.98007e-05 5.54628e-05 3.96273e-05 3.58268e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.079765000000000016 -0.10939499999999998 0.096750000000000017 -0.077894999999999978
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=0.016861925215835637 0.014617914405871202 -0.0038429780979789339 0.010373415713814331 -0.014683568030347658 -0.021488742615512015 0.0090358109530743035
leaf_weight=0.0010158459487308142 0.0011975373789393862 0.001137401817384237 0.0010863122053268639 0.0011775209822090086 0.0017162317467718851 0.0013867361447312495
leaf_count=464 231 507 498 1258 479 473
internal_value=0 0.00592505 -0.00195988 -0.00440562 -0.00972776 -0.00185626
internal_weight=0 0.00215325 0.00656434 0.00547803 0.00428049 0.00256426
internal_count=3910 971 2939 2441 2210 1731
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=8
num_cat=0
split_feature=159 1 4 4 48 42 3
split_gain=2.42296e-05 2.84561e-05 5.99492e-05 3.42734e-05 5.0825e-05 2.71351e-05 3.78061e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 0.086870000000000017 0.078965000000000021 0.045635000000000002
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=-0.00029073528976782402 0.00042575646009835255 -9.5662718431266294e-05 0.00051762529538067887 -0.00044040089963349885 0.00011779476185343184 -0.00017536618262284579 -7.7889097989457829e-05
leaf_weight=0.0010372342167763457 0.0012946941097781287 0.001251008989541801 0.0012011773176339503 0.0015535713613143256 0.0010516742893864805 0.0010631466547889002 0.0010280139912596919
leaf_count=633 907 240 322 506 210 937 155
internal_value=0 2.68243e-05 0.00020475 -4.60014e-05 -0.000215071 8.40891e-05 0.000202847
internal_weight=0 0.00844329 0.00245219 0.0059911 0.00260525 0.00338585 0.00232271
internal_count=3910 3277 562 2715 716 1999 1062
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=8
num_cat=0
split_feature=50 13 16 16 52 2 0
split_gain=4.54086e-05 4.11305e-05 5.07097e-05 3.47713e-05 6.77907e-05 4.61037e-05 4.19754e-05
threshold=0.07992500000000001 0.10924000000000002 0.26538000000000006 -0.0099649999999999982 -0.07125999999999999 0.113945 -0.13027499999999997
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=0.0002888373008995741 -0.00040654306564240957 0.00030411757748093901 -0.00042738735255188324 -0.00012181419579887117 0.00058979048653662368 -0.0004215995697312415 -0.00015790910119572291
leaf_weight=0.0015130654940510792 0.0010084965191464309 0.0017300518020439857 0.0010658923957278955 0.0010007094518276042 0.0010597736724186325 0.0010554003770437402 0.0017367119834336558
leaf_count=242 755 264 426 315 420 263 1225
internal_value=0 3.18246e-05 -3.15646e-05 3.47135e-05 0.000244187 -6.55418e-05 5.00918e-05
internal_weight=0 0.00916161 0.00743155 0.00636566 0.00206048 0.00430518 0.00324978
internal_count=3910 3155 2891 2465 735 1730 1467
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=7
num_cat=0
split_feature=13 43 52 0 13 42
split_gain=1.0885e-05 2.24213e-05 3.46646e-05 4.11123e-05 7.22003e-05 3.22837e-05
threshold=0.11202500000000001 -0.049504999999999987 -0.074484999999999982 -0.15137999999999999 -0.11267999999999999 0.087065000000000017
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=0.01973537489443665 0.0075687861814663351 -0.019631249292534722 0.012278078424096148 0.010959154699415299 -0.024398645633439443 -0.0052735844597556073
leaf_weight=0.0010240520158615054 0.0015512219013465653 0.0012580740532653241 0.0015217279956293182 0.001031815324650193 0.0013116989115889088 0.0010407582831548847
leaf_count=887 288 417 231 182 1213 692
internal_value=0 -0.00166775 -0.00521333 -0.000520526 -0.00883112 0.00712972
internal_weight=0 0.00718813 0.00512332 0.00386524 0.00234351 0.00206481
internal_count=3910 3622 2043 1626 1395 1579
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=8
num_cat=0
split_feature=376 43 3 0 49 2 3
split_gain=3.56166e-05 3.36146e-05 5.88544e-05 6.33471e-05 5.08094e-05 6.15293e-05 0.000115261
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.086245000000000016
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=0.00036845473670152752 0.00032437089985386605 -0.00036640459997766263 -0.00037945256094288617 -0.00048158936494944012 -2.6130164454489308e-05 -0.00022975153925797287 0.00078990199856312105
leaf_weight=0.0013729282356016691 0.0011283125891664537 0.0010994969595680788 0.0010153689874346176 0.0012171997267035484 0.0018161842487279187 0.0013906748229430797 0.0010503123425147989
leaf_count=320 206 401 220 337 2036 286 104
internal_value=0 -4.52789e-05 -3.73404e-07 -7.84003e-05 1.46784e-05 0.000108682 0.000272872
internal_weight=0 0.00896217 0.00786267 0.00648974 0.00527254 0.00425717 0.0028665
internal_count=3910 3704 3303 2983 2646 2426 2140
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=7
num_cat=0
split_feature=11 4 49 1 3 43
split_gain=1.02742e-05 2.62506e-05 2.70266e-05 3.80976e-05 2.00676e-05 4.98838e-05
threshold=1.0000000180025095e-35 -0.0010999999999999996 -0.0087399999999999995 0.11198000000000001 0.013395000000000002 -0.080569999999999989
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=-0.00066361260520042802 -0.0094605910958634673 -0.015041236489446427 -0.011621158587223528 0.012393039694088613 -0.0019071486312288882 0.029651163314212411
leaf_weight=0.0011627088171630771 0.0010205329550411332 0.0014776404818400038 0.0011817318084681391 0.0014981737155227457 0.0013837695994219322 0.0010181312501577001
leaf_count=849 304 271 607 369 234 1276
internal_value=0 0.00121552 -0.00418317 0.00180373 0.00751222 0.0134889
internal_weight=0 0.00772216 0.00415755 0.00267991 0.00356461 0.00218084
internal_count=3910 3606 1247 976 2359 2125
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=8
num_cat=0
split_feature=47 43 52 2 3 15 49
split_gain=2.99189e-05 4.34326e-05 5.95552e-05 4.4875e-05 5.04221e-05 4.82116e-05 3.95747e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.099015000000000006 0.11476000000000001 -0.0071449999999999994 -0.029304999999999998
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=0.00039760173038790589 -0.00031888088360090697 2.709069582257267e-05 -0.00031860606580493087 0.00056980795450630351 -1.0819082582874703e-05 0.00024179456016035415 -0.00049434504387519632
leaf_weight=0.0011103530705767325 0.0010253168515927035 0.0011250707851478937 0.0019004799686323922 0.001209825522065159 0.0010958993800704632 0.0013060150587987924 0.0011133794875768375
leaf_count=248 179 214 1139 571 166 733 660
internal_value=0 3.49122e-05 -1.70463e-05 8.09178e-05 0.000293839 -5.75904e-05 -0.000232265
internal_weight=0 0.00886102 0.00775067 0.00585019 0.00230572 0.00354447 0.00223845
internal_count=3910 3731 3483 2344 737 1607 874
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=6
num_cat=0
split_feature=49 16 16 2 0
split_gain=1.11198e-05 3.37683e-05 2.34891e-05 2.8662e-05 2.34246e-05
threshold=-0.029304999999999998 -0.095109999999999986 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.019488056411833345 -0.016049710787011017 -0.0049344199653515207 -0.0033126218464706891 -0.0095365393805334972 0.013015319338396279
leaf_weight=0.0010218930021113916 0.0010232710086989678 0.0012694414009884005 0.0015845597120237066 0.0018754693654698361 0.001972244586315482
leaf_count=177 261 382 1972 699 419
internal_value=0 0.00595756 -0.00215138 0.000466629 0.00574121
internal_weight=0 0.00229133 0.00645554 0.00543227 0.0035568
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=2.61948e-05 2.81035e-05 3.70737e-05 5.2024e-05 8.1325e-05 7.35719e-05 5.88555e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.091624999999999984 0.15100500000000003
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=-0.00030216463408839339 -0.00029128198793285668 0.00030791275680746856 -0.00036664063806044134 -0.00044133649194333147 0.00062511944024198538 0.00041653195483800959 -0.00016293092311470882
leaf_weight=0.0010277878794727842 0.0014130143251239007 0.0011954367571946345 0.0010022610087475807 0.0010370472835249489 0.0010301021200256754 0.00159183629618732 0.0011686400123395598
leaf_count=633 519 298 576 335 156 1041 352
internal_value=0 2.93812e-05 -1.65903e-05 3.96286e-05 0.000136484 3.93843e-06 0.000171218
internal_weight=0 0.00843834 0.0072429 0.00624064 0.00482763 0.00379752 0.00276048
internal_count=3910 3277 2979 2403 1884 1728 1393
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=11 13 16 16 48 16
split_gain=2.47585e-05 2.59022e-05 3.30297e-05 3.11221e-05 4.18945e-05 2.15664e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.15100500000000003 0.085875000000000021 -0.057604999999999996
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=0.00023839278015010793 -0.00028555434941313225 -0.00034387278243527234 7.5642221495038353e-05 -0.00019924578694274626 -0.00017447320036495764 0.00042542098400379297
leaf_weight=0.0018581802306098412 0.0010476196760274186 0.0010428163855195054 0.0012581953419241463 0.0015422153689212915 0.0012088758730378194 0.0014689776468566613
leaf_count=534 279 261 1112 495 368 861
internal_value=0 3.41666e-05 -2.40276e-05 3.68566e-05 0.000129366 0.000264049
internal_weight=0 0.00837926 0.00652108 0.00547826 0.00393605 0.00272717
internal_count=3910 3631 3097 2836 2341 1973
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=8
num_cat=0
split_feature=159 1 4 13 48 4 1
split_gain=2.66577e-05 2.83726e-05 6.72564e-05 3.07107e-05 5.97882e-05 7.36802e-05 3.8621e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.13934999999999997 0.090910000000000005 -0.0025899999999999994 0.077800000000000022
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=-0.00029239460060799337 -0.00031816313474132356 -0.00010299028187565696 0.000538305835029024 -7.7078621105926195e-05 0.00045584492002887211 -0.00040348058088717767 0.00042518387937292077
leaf_weight=0.0010689829992425034 0.0011938975271998152 0.0012829296987051245 0.0012330472581859086 0.0013573064700700308 0.0010183740846862414 0.0015917490132757979 0.0010392969353177383
leaf_count=633 132 240 322 1117 289 553 624
internal_value=0 3.56821e-05 0.000211301 -3.55771e-05 3.1808e-05 -7.64644e-05 0.00014073
internal_weight=0 0.0087166 0.00251598 0.00620062 0.00500673 0.00398835 0.0023966
internal_count=3910 3277 562 2715 2583 2294 1741
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=8
num_cat=0
split_feature=47 43 16 2 2 3 1
split_gain=2.39891e-05 5.37197e-05 5.86629e-05 3.79266e-05 4.55848e-05 4.30859e-05 7.8191e-06
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.084235000000000018 0.11818000000000002 0.099370000000000014
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=0.00043721100723811485 -0.00028612793789256548 0.00024751521866756395 -0.00040441654789488641 0.00047465177930860211 -0.0003018642194512567 -3.5874712898977978e-05 4.7235252165386415e-06
leaf_weight=0.0011024671089036346 0.0010134717861152226 0.0010355314367091111 0.0013048619087781387 0.001364449584962638 0.0017731397299167841 0.0011897512776295719 0.0010048306632828893
leaf_count=248 179 714 494 507 1330 173 265
internal_value=0 3.24863e-05 -2.56684e-05 5.19442e-05 -7.19001e-05 0.000236848 0.000127946
internal_weight=0 0.00877503 0.00767256 0.0063677 0.0038135 0.0025542 0.00204036
internal_count=3910 3731 3483 2989 2309 680 979
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=7
num_cat=0
split_feature=4 15 4 2 13 2
split_gain=1.14035e-05 3.00391e-05 2.4322e-05 2.96937e-05 4.31661e-05 3.27793e-05
threshold=0.24280000000000004 -0.14487999999999998 0.055260000000000011 0.11085000000000002 -0.084184999999999996 0.084235000000000018
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=-0.020096447940779569 0.015533855906459993 -0.0071397396827715095 -0.015597788301943178 0.014779136283727182 0.01677147524200295 -0.0049607718257867646
leaf_weight=0.0011216977432215755 0.0013704951142769362 0.0010185915563144547 0.0011223423919466975 0.0011557734642011477 0.0010865008732220999 0.0019214780234786382
leaf_count=720 348 201 347 333 712 1249
internal_value=0 0.00586693 -0.00222801 0.000610998 -0.00335424 0.00288905
internal_weight=0 0.00238909 0.00640779 0.00528545 0.00412968 0.00300798
internal_count=3910 549 3361 3014 2681 1961
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=7
num_cat=0
split_feature=49 3 42 15 3 15
split_gain=1.00858e-05 3.18181e-05 2.29177e-05 3.19332e-05 3.10789e-05 4.39499e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091330000000000008 -0.19153499999999998 -0.100615 -0.017214999999999998
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=0.017941391230971791 -0.014144534808074575 -0.0056026383278568129 -0.015828398622658842 0.018894027046720704 -0.014065188361337355 0.0096726549887543919
leaf_weight=0.0011005562365122951 0.0011675681084695666 0.0011997231236746621 0.0010171056767315006 0.0011124764695973305 0.0013671384118298477 0.0018160287411551582
leaf_count=350 299 209 791 336 755 1170
internal_value=0 0.00566188 -0.00204588 0.000520063 0.00450594 -0.000522511
internal_weight=0 0.00230028 0.00648032 0.00546321 0.00429564 0.00318317
internal_count=3910 559 3351 2560 2261 1925
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=7
num_cat=0
split_feature=4 16 160 48 52 2
split_gain=1.184e-05 2.69505e-05 3.91567e-05 7.25141e-05 7.25524e-05 2.32645e-05
threshold=0.17888000000000001 -0.094359999999999986 -0.026849999999999995 0.086665000000000006 0.083750000000000005 0.10869000000000002
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=-0.015804098952188993 0.01511758764691909 0.016690719162042251 -0.027506292267758331 0.017503121628909876 0.0060065780582826264 -0.0036602766909641718
leaf_weight=0.0012102425948612204 0.0012982624604206806 0.0011849592502871159 0.0015075406427459697 0.0010913224025329449 0.001130364219515323 0.0013415867386163481
leaf_count=455 281 772 1142 334 612 314
internal_value=0 -0.00243691 0.000855104 -0.00417665 -0.0131457 0.00557457
internal_weight=0 0.00612443 0.00491419 0.00372923 0.0026379 0.00263985
internal_count=3910 3315 2860 2088 1754 595
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=8
num_cat=0
split_feature=159 1 4 4 48 52 3
split_gain=2.29591e-05 3.68939e-05 5.96632e-05 3.74115e-05 4.35197e-05 3.13253e-05 5.84484e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 0.086870000000000017 -0.088354999999999989 -0.044019999999999997
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=-0.00027774896479506532 -0.00020564590923321339 -6.6270413562895085e-05 0.00054599787206301273 -0.00043858149625702365 8.2518659880531468e-05 -0.00010796534319249256 0.00050772549588057412
leaf_weight=0.0010314272141157708 0.0010056065869837941 0.0012443091301369042 0.0012039661615770828 0.0015371468203958312 0.0010284217753706807 0.001157686099469707 0.0012148839174288689
leaf_count=633 555 240 322 506 210 1303 141
internal_value=0 3.22498e-05 0.000234819 -5.11902e-05 -0.000229696 8.43765e-05 0.000207302
internal_weight=0 0.00839202 0.00244828 0.00594375 0.00256557 0.00337818 0.00237257
internal_count=3910 3277 562 2715 716 1999 1444
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=7
num_cat=0
split_feature=52 16 0 16 1 1
split_gain=1.09264e-05 2.78121e-05 2.66725e-05 4.38792e-05 2.59322e-05 2.30509e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.10209999999999998 -0.49150499999999991 0.099595000000000017 1.0000000180025095e-35
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=-0.0034560940831430383 0.011243195636471427 -0.0011950376144047432 0.01318503721327469 -0.017014592367298437 0.015319426927008929 -0.022160154347147139
leaf_weight=0.0016537832351739836 0.0010038336054029276 0.0010418059962030465 0.0014584754518519355 0.0012141879414393302 0.0013250028540531505 0.0010560398217576211
leaf_count=742 239 470 1441 223 448 347
internal_value=0 -0.00256126 0.0026812 -0.00422566 0.0048955 -0.0117487
internal_weight=0 0.00577434 0.0036765 0.00221802 0.00297879 0.00209785
internal_count=3910 2720 1903 462 1190 817
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=8
num_cat=0
split_feature=11 13 39 0 2 49 3
split_gain=2.86644e-05 3.38616e-05 3.5771e-05 7.7949e-05 5.7143e-05 6.45991e-05 3.54238e-06
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.04682999999999999 -0.0086749999999999969
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=0.00026842565041953272 -0.00030569213482901751 -0.00022882070547995033 0.00027139604799258839 -0.00051184761233734658 -0.00035356550810974527 0.00029491874687588598 0.00045966482895156834
leaf_weight=0.0018766839919885196 0.0010627363220182305 0.0010195986648672915 0.0012350668759444228 0.0013246721019294925 0.0010728249913731676 0.0010040535246645249 0.0010031202666376518
leaf_count=534 279 183 358 328 196 1914 118
internal_value=0 3.57902e-05 -2.97693e-05 -9.83425e-05 3.52703e-05 0.000173091 0.000377253
internal_weight=0 0.00853602 0.00665934 0.00542427 0.0040996 0.00302677 0.00200717
internal_count=3910 3631 3097 2739 2411 2215 2032
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=7
num_cat=0
split_feature=159 151 4 47 2 2
split_gain=2.98042e-05 3.54161e-05 6.30483e-05 4.71634e-05 5.48896e-05 8.22005e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.27608500000000008 0.092255000000000018 0.086875000000000022 0.10113500000000002
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=-0.00031116368652386254 -0.00020220356986169034 -0.00042182976587828557 0.0005177976771372167 0.00034686155863789192 0.0004012403567653193 -0.00022659853273407758
leaf_weight=0.001071622764794466 0.0019005167662001438 0.001279372711297808 0.0011568119019411769 0.0012918891908138292 0.0014662544607768509 0.0017690786643165526
leaf_count=633 628 903 312 206 719 509
internal_value=0 3.50389e-05 9.97893e-05 1.65121e-05 -7.80179e-05 5.79383e-05
internal_weight=0 0.00886392 0.00696341 0.0058066 0.00451471 0.00323533
internal_count=3910 3277 2649 2337 2131 1228
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=7
num_cat=0
split_feature=16 4 13 0 1 49
split_gain=1.08352e-05 2.53788e-05 1.9647e-05 3.68582e-05 5.48393e-05 2.15679e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.13934999999999997 -0.017269999999999997 0.11215000000000001 -0.00064499999999999985
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=-0.009652650995061348 -0.012758242805946904 0.013522332161609566 -0.0068127931730008933 0.015778034210803576 -0.023157814415430744 0.01111238194434652
leaf_weight=0.0010315269413028062 0.0012312001846846504 0.0013853014471705899 0.0011433269979308335 0.0013105698010233728 0.001046776977481071 0.0016256731273303219
leaf_count=179 199 407 488 305 182 2150
internal_value=0 0.00125762 -0.00141485 0.00130951 -0.00365986 0.00371103
internal_weight=0 0.00774285 0.00635755 0.00512635 0.00381578 0.002769
internal_count=3910 3731 3324 3125 2820 2638
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=8
num_cat=0
split_feature=11 1 13 52 52 1 2
split_gain=3.62236e-05 3.37171e-05 6.68382e-05 9.68313e-05 6.55392e-05 7.84887e-05 4.69064e-05
threshold=0.077330000000000024 1.0000000180025095e-35 -0.00059999999999999995 -0.012244999999999997 -0.07125999999999999 0.11774500000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 -1
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.00044555164667291924 -0.00032898749962934358 0.00082321672425318682 -0.0004103950872521651 -2.7195630507530724e-05 0.00036399149121570432 -0.00029254390516314694 6.2155432999546798e-05
leaf_weight=0.0011364003170691805 0.0011510220352587723 0.0010608303129230423 0.0011891694803794748 0.0010000559916104295 0.0019808396703282546 0.0010827643081820723 0.0018202830469246181
leaf_count=1433 279 369 203 665 303 108 550
internal_value=0 3.98189e-05 0.000120741 0.00041055 -1.96993e-05 0.000131953 -0.000132982
internal_weight=0 0.00927034 0.00631366 0.00206089 0.00425277 0.0030636 0.00295668
internal_count=3910 3631 1648 1034 614 411 1983
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=7
num_cat=0
split_feature=159 1 13 151 2 3
split_gain=2.37645e-05 3.85765e-05 3.34431e-05 4.84535e-05 4.91258e-05 4.8577e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.13934999999999997 -0.0088999999999999982 0.086875000000000022 -0.032959999999999996
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=-0.00028424931451187356 -0.00031600793408053496 0.00026904981167786955 -0.00029509849024420465 -0.00016134686213927738 4.7634936605539726e-05 0.00059221657052280793
leaf_weight=0.0010397653303379833 0.0013640214308286392 0.0019876330719920303 0.0013247086047759706 0.0013612669731445618 0.0013559837109136271 0.0011758172906494132
leaf_count=633 156 491 500 935 989 206
internal_value=0 2.96526e-05 -4.26428e-05 2.88198e-05 0.000139041 0.000300549
internal_weight=0 0.00856943 0.0065818 0.00521778 0.00389307 0.0025318
internal_count=3910 3277 2786 2630 2130 1195
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.23386e-05 1.81575e-05 3.2952e-05 4.7769e-05 3.63419e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.084184999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010107948651127428 0.0087131489968101279 -0.013084446878153175 -0.011946370883118448 0.026091232126628949 0.0036879759130303748
leaf_weight=0.0019954988985522726 0.0013652313879570681 0.0011666780033067932 0.0011521821843421798 0.0011413164682818112 0.0019806415590921589
leaf_count=1358 331 522 404 430 865
internal_value=0 -0.00162947 0.000502121 0.00545572 0.0118781
internal_weight=0 0.00743632 0.00626964 0.00427414 0.00312196
internal_count=3910 3579 3057 1699 1295
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=7
num_cat=0
split_feature=13 39 2 0 0 3
split_gain=1.08212e-05 2.48748e-05 3.31344e-05 3.2105e-05 2.10447e-05 3.30887e-05
threshold=-0.23438999999999996 0.005105000000000001 0.094010000000000024 -0.17106499999999999 -0.070174999999999987 -1.0000000180025095e-35
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=0.0093121192315190632 -0.014679030217625287 0.011266333297596756 0.0019818899280810392 -0.019696355572327181 0.013004976427538888 0.0099149807559226911
leaf_weight=0.0010882330376642893 0.0011709152741305772 0.0013005930181364984 0.0010811521010446472 0.0018558381504155622 0.0012640849227872875 0.0010267139661839372
leaf_count=210 1884 419 124 896 258 119
internal_value=0 -0.0013412 -0.00390379 -0.0117163 0.00272447 -0.00318891
internal_weight=0 0.0076993 0.0063987 0.00293699 0.00346171 0.00219763
internal_count=3910 3700 3281 1020 2261 2003
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=7
num_cat=0
split_feature=1 0 13 3 3 52
split_gain=1.01267e-05 4.17572e-05 2.55273e-05 3.04328e-05 4.19241e-05 3.61487e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.13934999999999997 -0.115685 -0.032959999999999996 -0.07125999999999999
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=-0.01463175913657189 0.019567645289827608 -0.0079922640470837143 0.014683251652200198 -0.019125715567293183 -0.011752115007426019 0.011701606428229821
leaf_weight=0.0012843224243065474 0.0011048271071028353 0.0010942754204582295 0.0012552574863514063 0.0011669063170817832 0.0010200636209567113 0.0018471465941176718
leaf_count=182 246 305 295 2336 248 298
internal_value=0 0.00585381 -0.00198547 0.0010852 -0.00314598 0.00335751
internal_weight=0 0.0021991 0.0065737 0.00528937 0.00403412 0.00286721
internal_count=3910 551 3359 3177 2882 546
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=2.84712e-05 3.12082e-05 3.06762e-05 4.24774e-05 9.02828e-05 7.25527e-05 4.38593e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.091624999999999984 0.15100500000000003
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=-0.00031022483899596559 -0.00026178009122649129 0.00032797618303259511 -0.00033298379693789314 -0.00045286283540033328 0.00063539569970643274 0.00036384491942982204 -0.00013502866426163
leaf_weight=0.0010404436502475202 0.0014230988363425727 0.0011892607147915074 0.0010032812287758611 0.0010573961375824914 0.0010407323044428558 0.001587266079270366 0.0011821797836392672
leaf_count=633 519 298 576 335 156 1041 352
internal_value=0 3.34479e-05 -1.45742e-05 3.62081e-05 0.000123329 -1.59309e-05 0.000150893
internal_weight=0 0.00848322 0.00729395 0.00629067 0.00486757 0.00382684 0.00276945
internal_count=3910 3277 2979 2403 1884 1728 1393
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=8
num_cat=0
split_feature=15 3 15 16 13 12 16
split_gain=3.46199e-05 4.02097e-05 3.93593e-05 4.62284e-05 3.91022e-05 2.73729e-05 2.69122e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076594999999999983 -0.092014999999999986 0.086705000000000018 0.080120000000000011 -0.45301499999999995
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 6 5 -2 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-2.05640012354966e-05 -0.00018348290513789896 0.00016189155023480544 0.00042035107112307034 -0.00023386725824187378 6.3790383580131699e-05 -0.00061260775607898819 0.00039197055938081462
leaf_weight=0.0012198503671523246 0.0011870260084551347 0.0012896181333928464 0.0011499000561052885 0.0017355982176283915 0.0010712982218986991 0.0011021064331879669 0.0012120884426631625
leaf_count=234 223 114 408 708 248 1589 386
internal_value=0 -0.000132438 9.91982e-05 1.05862e-05 -0.000245391 -0.000390086 0.000185045
internal_weight=0 0.00465005 0.00531744 0.00416754 0.00336043 0.00228913 0.00243194
internal_count=3910 2174 1736 1328 2060 1812 620
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=7
num_cat=0
split_feature=50 4 12 49 42 4
split_gain=3.90867e-05 4.32404e-05 4.69887e-05 6.66593e-05 7.28565e-05 8.51271e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.036459999999999992 -0.00064499999999999985 0.084100000000000022 -0.08422499999999998
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=-0.00038439158585238113 -0.00035764649367786675 0.00032695462794138684 -0.00025109456032383263 -5.5491465685957808e-05 -0.00022048461101178469 0.00060353152494491938
leaf_weight=0.0011363302410788327 0.0010173008486059542 0.0017278353910324864 0.0019693084731245954 0.0012506497288958234 0.0012343900985264545 0.0018960055607205612
leaf_count=253 779 396 472 463 935 612
internal_value=0 4.73579e-05 -1.71696e-05 4.85409e-05 0.000183229 0.0003416
internal_weight=0 0.00921452 0.00748668 0.00635035 0.00438105 0.00314666
internal_count=3910 3131 2735 2482 2010 1075
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=7
num_cat=0
split_feature=147 11 0 48 42 4
split_gain=2.62211e-05 3.67267e-05 5.28106e-05 9.23373e-05 5.97771e-05 2.80725e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
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=-0.00031512229596181829 0.00029283333162256485 -0.0003815745718939445 0.00028270496360321398 0.00060345101047901487 -0.00033920656739247089 -6.5263674578776683e-05
leaf_weight=0.0015146704750667586 0.0010673936429286641 0.0010244262357330556 0.00191945110423583 0.001118562620339633 0.0015553621939537205 0.0016642309853340635
leaf_count=151 234 284 933 491 1389 428
internal_value=0 -3.25995e-05 1.33972e-05 9.29162e-05 -1.82066e-05 0.000121111
internal_weight=0 0.0087967 0.00777228 0.00625761 0.00513904 0.00358368
internal_count=3910 3676 3392 3241 2750 1361
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=7
num_cat=0
split_feature=13 51 160 49 12 3
split_gain=2.46533e-05 3.24048e-05 3.66326e-05 4.0349e-05 7.4192e-05 5.40663e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.081069999999999989 -0.029304999999999998 0.091555000000000011 -0.080744999999999997
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=0.00025925069495792984 0.00034853255560140741 -0.00032870621964563415 0.00019864796377711146 0.00037422033663831741 -0.00049431353257909445 -0.00016897860676332193
leaf_weight=0.0012152254430862685 0.0010573063212107412 0.0012674118289309382 0.0018507689507645747 0.0011268725749504353 0.0015426818520799974 0.0018794366154620634
leaf_count=210 622 425 322 911 870 550
internal_value=0 -3.88451e-05 1.042e-05 -4.54397e-05 -0.000144747 3.46319e-05
internal_weight=0 0.00872448 0.00745707 0.00639976 0.00454899 0.00300631
internal_count=3910 3700 3275 2653 2331 1461
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=7
num_cat=0
split_feature=52 160 3 3 16 4
split_gain=1.24563e-05 3.9815e-05 2.94858e-05 3.32415e-05 6.1798e-05 2.52364e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.13309499999999996 0.090325000000000003 -0.12467499999999999 -0.0040999999999999986
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=-0.0049901456285488897 -0.020786520480286889 -0.012730880469648254 0.030239872253609093 -0.0057294639689522836 -0.003906334147180726 0.013413548218739463
leaf_weight=0.0013459403444431414 0.001008738113823575 0.0011739490157765256 0.0010872656590974967 0.0015338794789797085 0.0010341332818467634 0.001669119303508508
leaf_count=795 924 144 251 194 1207 395
internal_value=0 -0.00271717 0.00105719 0.00548544 0.0135944 0.00519803
internal_weight=0 0.00583797 0.00482923 0.00365528 0.0021214 0.00301506
internal_count=3910 2720 1796 1652 1458 1190
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.1853e-05 2.17313e-05 3.26762e-05 7.01674e-05 2.88602e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0070581828325238577 0.0089046658576026668 0.010190410377958479 0.0018733234557627874 -0.029650902653142422 0.011460127988960915
leaf_weight=0.0015978570674796053 0.0012740386448053739 0.0013097081288308389 0.0016263522275799544 0.0012477836972763403 0.001778092824226801
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00152194 -0.00397627 -0.0118127 0.0026953
internal_weight=0 0.00755979 0.00625009 0.00287414 0.00337595
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=7
num_cat=0
split_feature=12 42 49 1 4 0
split_gain=1.27824e-05 2.13373e-05 4.50717e-05 5.55737e-05 2.37863e-05 5.02591e-05
threshold=-0.036459999999999992 0.091955000000000023 -0.00064499999999999985 0.11198000000000001 -1.0000000180025095e-35 -0.014809999999999999
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=-0.0092251490393055486 -0.0088907881780745553 -0.011737445496204049 0.024243450055165545 0.026672233971711479 -0.0096366797439755986 -0.0067341871988069197
leaf_weight=0.0012876607676128912 0.0019796916113970766 0.001040529015615058 0.0010262248007575454 0.0012979008116886822 0.0011164735037254678 0.0010696476401135056
leaf_count=504 599 698 1303 177 430 199
internal_value=0 0.00155643 0.00368783 0.00920899 0.00215323 0.00843373
internal_weight=0 0.00753047 0.00648994 0.00451025 0.00321235 0.00209587
internal_count=3910 3406 2708 2109 1932 1502
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=7
num_cat=0
split_feature=42 160 43 15 12 16
split_gain=1.19315e-05 3.15519e-05 2.93626e-05 1.88863e-05 3.48733e-05 3.42214e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.073314999999999991 1.0000000180025095e-35 -0.10486499999999999
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=-0.0092887994509353485 -0.0106085140599577 0.015971253893424544 -0.0055308390905018734 -0.01887916119527399 0.006618591981141485 0.02022780701340731
leaf_weight=0.0011982205948535595 0.0016884217360315862 0.0017028287991197322 0.0010403164794631128 0.0010753352231587991 0.0010702775166514971 0.0010228919400886438
leaf_count=1060 1040 604 174 184 683 165
internal_value=0 0.00144788 0.0048913 0.000408509 -0.00616034 0.00723971
internal_weight=0 0.00760007 0.00591165 0.00420882 0.00214561 0.00206321
internal_count=3910 2850 1810 1206 867 339
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=7
num_cat=0
split_feature=13 51 48 16 1 4
split_gain=1.09276e-05 2.4069e-05 2.76061e-05 5.5788e-05 5.16407e-05 5.24477e-05
threshold=-0.23438999999999996 0.08955500000000001 0.085875000000000021 0.15100500000000003 0.11198000000000001 -1.0000000180025095e-35
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=0.0093496351024169918 0.015829708195053565 -0.014912763782810635 -0.011347684936729869 -0.01301542320089441 0.029830740660920882 -0.011865808373821826
leaf_weight=0.0010917371491249257 0.0015382531774651559 0.0011170371964194349 0.0014260972243917589 0.0013580668991223397 0.0010209058965616417 0.0012309184196008197
leaf_count=210 1645 425 456 475 226 473
internal_value=0 -0.00134154 0.000964357 0.00437494 0.0106063 0.00351883
internal_weight=0 0.00769128 0.00657424 0.00514814 0.00379008 0.00276917
internal_count=3910 3700 3275 2819 2344 2118
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=6
num_cat=0
split_feature=52 15 15 43 2
split_gain=1.11917e-05 2.78748e-05 4.73787e-05 2.87228e-05 2.39138e-05
threshold=-0.048794999999999991 -0.19153499999999998 -0.03231499999999999 -0.020804999999999997 0.097940000000000013
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0015457333090717019 -0.01731375156666878 0.013717545784114299 -0.019665232349873857 0.00063424365862051798 0.017271803216077689
leaf_weight=0.0019529635579636441 0.0010504629822040128 0.0017559448216657256 0.0011174416174438886 0.0018527412598945035 0.001032323939858992
leaf_count=694 321 713 766 920 496
internal_value=0 -0.00257935 0.000695621 -0.00700282 0.00496144
internal_weight=0 0.00577659 0.00472613 0.00297018 0.00298529
internal_count=3910 2720 2399 1686 1190
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=8
num_cat=0
split_feature=50 4 2 52 457 16 2
split_gain=3.21436e-05 4.77009e-05 6.98434e-05 4.53377e-05 6.04682e-05 4.75247e-05 1.44707e-05
threshold=0.07992500000000001 0.28937500000000005 0.113945 -0.088354999999999989 0.041935000000000007 -0.084184999999999996 0.088055000000000008
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=-0.00023446909572885557 -0.00033383255627999716 0.00033154609975920383 -0.00051003091482436239 -0.00021799437007092917 0.00056381517531543075 0.00038432926353819641 7.0126761499602984e-05
leaf_weight=0.0016995877396927435 0.0010028541034063964 0.0017116137419777152 0.0010134395273261312 0.0017225772986950707 0.001013814031077539 0.0010390502098091834 0.0012314436895778816
leaf_count=595 755 396 307 656 202 561 438
internal_value=0 3.54003e-05 -3.02594e-05 4.22406e-05 0.00013617 2.75934e-05 0.000213916
internal_weight=0 0.00943153 0.00771991 0.00670647 0.00500689 0.00399307 0.00227049
internal_count=3910 3155 2759 2452 1857 1655 999
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=9.32307e-06 2.7881e-05 2.78465e-05 2.08327e-05 3.9573e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.17888000000000001 -0.0025899999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0082342111125294874 -0.010099928334779379 0.015287966559166324 0.006215895304055895 0.0099872653179538008 -0.017694038779591633
leaf_weight=0.0011910285424695704 0.0016764701753304804 0.0017056843764745406 0.0014899980446927185 0.0014217010098409961 0.0012928357004667063
leaf_count=1060 1040 604 736 242 228
internal_value=0 0.00128242 0.00451109 0.000139157 -0.00489207
internal_weight=0 0.00758669 0.00591022 0.00420453 0.00278283
internal_count=3910 2850 1810 1206 964
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=6
num_cat=0
split_feature=52 4 15 15 43
split_gain=1.07209e-05 2.44924e-05 2.23072e-05 3.93727e-05 2.42389e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 -0.03231499999999999 -0.020804999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0051517552826250207 -0.01571027519317995 0.013042549883445238 0.01226494161884268 -0.018292824019149449 0.0003751936806148207
leaf_weight=0.0013454647362141935 0.0010497591291673226 0.0016438296186168382 0.0017579978678425798 0.001112207936878482 0.0018565397056131932
leaf_count=795 321 395 713 766 920
internal_value=0 0.00485339 -0.00252387 0.000404693 -0.00661857
internal_weight=0 0.00298929 0.0057765 0.00472675 0.00296875
internal_count=3910 1190 2720 2399 1686
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=7
num_cat=0
split_feature=160 13 16 0 16 1
split_gain=1.06423e-05 2.95243e-05 3.14358e-05 4.6015e-05 3.01294e-05 2.57353e-05
threshold=-0.081069999999999989 -0.083514999999999992 -0.055679999999999993 -0.11524 0.15737500000000001 0.090475000000000014
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=0.0086198129231591994 -0.0016696265041632502 -0.010681190474057647 -0.02508239849725645 0.015297387262083191 -0.0026771210292975737 0.019180271339481865
leaf_weight=0.0012290827233063751 0.0013081120613543853 0.0014372957336746929 0.0012175874014576933 0.0012971583392691302 0.0011836602421552995 0.0010813965346452882
leaf_count=815 564 213 547 970 494 307
internal_value=0 -0.00141661 -0.00568914 0.00164241 -0.014038 0.00776621
internal_weight=0 0.00752521 0.0051357 0.00273445 0.00240125 0.00238951
internal_count=3910 3095 2224 1183 1041 871
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=8
num_cat=0
split_feature=11 13 16 12 0 2 4
split_gain=2.06146e-05 3.0063e-05 3.40786e-05 2.82025e-05 0.000102948 4.55644e-05 2.10034e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -1.0000000180025095e-35 -0.053834999999999994 0.096750000000000017 0.0021050000000000005
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=0.00025912253458412613 -0.00025761323185045308 -0.00035056414932731471 0.00031992474477462535 0.00011453808448483241 -0.00054864034302782108 -0.00018920051646917113 0.00050212324301211623
leaf_weight=0.0018264039637123294 0.0010259027701403018 0.0010418469589294072 0.0010814788562852132 0.0010775561750203315 0.0011107022710363443 0.0010576962381053804 0.0010726385671810195
leaf_count=534 279 261 303 1625 307 375 226
internal_value=0 3.70747e-05 -2.588e-05 3.67619e-05 -3.41488e-05 0.000143989 0.000307887
internal_weight=0 0.00826832 0.00644192 0.00540007 0.00431859 0.00320789 0.00215019
internal_count=3910 3631 3097 2836 2533 2226 1851
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=7
num_cat=0
split_feature=16 1 47 13 42 1
split_gain=1.11953e-05 1.95358e-05 3.87131e-05 3.66509e-05 4.70676e-05 3.73233e-05
threshold=-0.52908499999999992 0.10786000000000001 0.084155000000000021 -0.032264999999999995 0.078965000000000021 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0097645980797867443 0.0027547695506278912 0.019257695688745354 -0.0046696325115710502 0.013434274511220139 -0.027507167605522111 -0.0098898579231404271
leaf_weight=0.0010357630694112626 0.0010100603335759825 0.0014540207845882677 0.0012640247820362423 0.0018453912390290661 0.0010464213349781568 0.001092080352996354
leaf_count=179 174 483 184 1015 1524 351
internal_value=0 0.00130808 0.00813031 -0.00240503 -0.0126437 0.00476293
internal_weight=0 0.007712 0.00271805 0.00499395 0.00205648 0.00293747
internal_count=3910 3731 667 3064 1698 1366
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=7
num_cat=0
split_feature=52 12 2 2 4 1
split_gain=1.0434e-05 2.22169e-05 2.59632e-05 4.50072e-05 2.08105e-05 9.78585e-06
threshold=-0.048794999999999991 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.0040999999999999986 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.0044582690103647437 -0.012299184202583901 -0.01478335907934317 0.019472445730126988 -0.011144169543301637 0.012355973770706668 0.0025080434800038879
leaf_weight=0.0013361167020068045 0.0011572278046950287 0.001170803341753123 0.0013234336027430158 0.0010127875591037024 0.0016390708425163987 0.0010902249503001358
leaf_count=795 701 379 1193 227 395 220
internal_value=0 -0.00248906 0.000651265 0.00502507 0.00480492 -0.00406671
internal_weight=0 0.00575448 0.00458367 0.00342645 0.00297519 0.00210301
internal_count=3910 2720 2341 1640 1190 447
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=7
num_cat=0
split_feature=11 16 2 4 160 43
split_gain=2.98519e-05 3.05268e-05 3.54377e-05 7.52991e-05 3.20627e-05 4.37052e-05
threshold=0.077330000000000024 -0.42360999999999993 0.10836000000000003 -0.23071499999999998 0.041025000000000006 -0.079804999999999987
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=-0.00023698214019234106 -0.00031267930736546018 -0.00045912683803931863 0.00031390216846833424 -5.7856850307173376e-05 -0.00016956243829814244 0.00040184166242298686
leaf_weight=0.0013763009501902021 0.0010920764169264291 0.0010922853971014144 0.0018753026850332347 0.0013462201320221406 0.001127003529449719 0.001942457452088112
leaf_count=385 279 148 551 704 404 1439
internal_value=0 3.1118e-05 8.1094e-05 1.82958e-06 0.000115854 0.000213664
internal_weight=0 0.00875957 0.00738327 0.00550797 0.00441568 0.00328868
internal_count=3910 3631 3246 2695 2547 2143
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=7
num_cat=0
split_feature=42 43 3 0 15 0
split_gain=8.80216e-06 2.47126e-05 4.52149e-05 2.59135e-05 2.4226e-05 4.65938e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.074014999999999984 -0.10192499999999999 -0.15713499999999997
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=-0.0080072148223897417 -0.003014518361944038 -0.0081269891736826996 0.025364512780526916 -0.012472440918516963 -0.0053966201728092274 0.023748001283137199
leaf_weight=0.0011885958401140701 0.0012241605955984366 0.001349006361140949 0.0010370035345692104 0.0017433042918263801 0.0011181580168967455 0.0010767964087473381
leaf_count=1060 750 250 583 506 148 613
internal_value=0 0.00125108 0.0100005 -0.00249073 0.00241936 0.00890109
internal_weight=0 0.00754843 0.00226116 0.00528727 0.00354396 0.00219495
internal_count=3910 2850 1333 1517 1011 761
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=8
num_cat=0
split_feature=159 4 48 2 52 0 3
split_gain=2.5764e-05 3.19951e-05 3.76427e-05 4.44566e-05 8.0716e-05 6.86697e-05 4.77606e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 0.095825000000000007 0.10113500000000002 -0.088354999999999989 -0.071924999999999989 -1.0000000180025095e-35
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=-0.00029294792460418293 -0.0003860760939626158 0.000258732273384171 0.00031535437947544011 -0.00036815677863632535 -0.00029919733313482849 0.00059882867263976814 0.00028220789950753527
leaf_weight=0.0010920881321354959 0.0013873640140631611 0.0018139974381516282 0.0010266745352971555 0.0016291492948530993 0.0011189242017792477 0.0010242368572997381 0.0010557675947841807
leaf_count=633 464 442 304 504 1282 190 91
internal_value=0 2.58615e-05 -3.24677e-05 -8.99214e-05 8.91377e-06 0.000180219 -1.69372e-05
internal_weight=0 0.00905611 0.00724212 0.00621544 0.00458629 0.00319893 0.00217469
internal_count=3910 3277 2835 2531 2027 1563 1373
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=7
num_cat=0
split_feature=15 12 42 3 16 4
split_gain=1.01255e-05 1.90784e-05 2.68942e-05 3.51102e-05 5.19402e-05 8.14357e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.091955000000000023 -0.100615 -0.094359999999999986 0.0021050000000000005
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=0.009322627191268246 -0.01273928872601561 0.016488724723145536 -0.014075220162109962 -0.017867624852169511 -0.0072246656141347248 0.028649766103265546
leaf_weight=0.0010255435625302475 0.0012179532590607224 0.0015364392261423138 0.0010126756061435852 0.00128230714797321 0.001639807592044929 0.0010303658190135886
leaf_count=302 329 406 677 428 1540 228
internal_value=0 -0.00125327 0.000898424 0.00366098 -0.00132552 0.00661855
internal_weight=0 0.00771955 0.0065016 0.00548892 0.00395248 0.00267017
internal_count=3910 3608 3279 2602 2196 1768
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=8
num_cat=0
split_feature=11 13 16 12 0 2 4
split_gain=2.33015e-05 2.74349e-05 2.82962e-05 3.52109e-05 9.66368e-05 5.53309e-05 3.03093e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -1.0000000180025095e-35 -0.053834999999999994 0.096750000000000017 0.004850000000000001
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=0.00024319513061374357 -0.00027741932328276383 -0.00031967576170119084 0.00034543694630702516 9.0026142815594727e-05 -0.00054057299824415228 -0.00024008170349592404 0.00055298500434833168
leaf_weight=0.0018611160607455339 0.0010444765896701685 0.0010612011177145095 0.0010908730748696123 0.0011858969273239139 0.0011364957782138492 0.0010797972325786785 0.0010039712852821622
leaf_count=534 279 261 303 1664 307 375 187
internal_value=0 3.30841e-05 -2.65419e-05 3.00475e-05 -4.80363e-05 0.000123163 0.000302275
internal_weight=0 0.00841935 0.00655824 0.00549703 0.00440616 0.00326967 0.00218987
internal_count=3910 3631 3097 2836 2533 2226 1851
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=8
num_cat=0
split_feature=13 39 51 48 49 13 13
split_gain=1.01025e-05 2.22027e-05 3.17442e-05 3.96091e-05 5.35515e-05 0.000106581 3.45728e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 0.087035000000000015 -0.029304999999999998 0.0015650000000000002 -0.028919999999999998
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=0.00899575644573887 0.023479249420890008 0.01064914380256432 -0.020023693606838238 -0.018532012861479 -0.0045201711122560499 -0.029896846482023905 0.020073563653854775
leaf_weight=0.0010898405505602813 0.001023572150732462 0.001293069301496216 0.0010059343037783124 0.0010067238434349739 0.0010306139848187252 0.001003868935021589 0.0012833528302991749
leaf_count=210 236 419 367 313 1302 494 569
internal_value=0 -0.00129538 -0.00372612 -0.000660701 0.00348346 -0.00268537 0.0091198
internal_weight=0 0.00764714 0.00635407 0.00534813 0.00434141 0.00331784 0.00231397
internal_count=3910 3700 3281 2914 2601 2365 1871
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=6
num_cat=0
split_feature=4 151 0 4 3
split_gain=9.88439e-06 2.27394e-05 4.45971e-05 1.7443e-05 2.50488e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010128519645409513 0.0068502824153551471 -0.023553895472404267 -0.005602268965775003 -0.0080908550837369472 0.013041508923427229
leaf_weight=0.0013258684446434714 0.0016915830316358059 0.0010027926830529048 0.0013341667483314683 0.0017871273828057276 0.0015670925426921447
leaf_count=556 441 199 1398 696 620
internal_value=0 -0.00166553 -0.00441318 -0.000319193 0.00446802
internal_weight=0 0.00701705 0.00569118 0.00468839 0.00290126
internal_count=3910 3469 2913 2714 2018
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=9.20081e-06 3.101e-05 2.68878e-05 2.38845e-05 3.77199e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0081987907386145004 -0.010795117823546243 0.015309957124215623 -0.010652235847691009 0.018648684611603777 -0.0046412782179749796
leaf_weight=0.0011853246737755499 0.0016572315022522384 0.0016963329030934169 0.0013346703007372064 0.0012394441076129888 0.0015842538348489175
leaf_count=1060 1040 604 520 233 453
internal_value=0 0.00128124 0.00469957 0.000371255 0.0055817
internal_weight=0 0.00751193 0.0058547 0.00415837 0.0028237
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=7
num_cat=0
split_feature=12 42 49 1 16 0
split_gain=8.70373e-06 2.10537e-05 4.36373e-05 4.5526e-05 1.96338e-05 9.86117e-06
threshold=-0.036459999999999992 0.091955000000000023 -0.00064499999999999985 0.11198000000000001 -0.057604999999999996 -0.042499999999999989
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=-0.0076561536961657645 -0.009036299142046211 -0.01196961306999597 -0.0078062711974877302 0.025028093370293266 0.015499500721999251 0.0015186666947347729
leaf_weight=0.0012706562274039188 0.0019478481653775349 0.0010294480374609576 0.0011618739379033157 0.0012571993321535647 0.0010093867358145752 0.0010086190519565308
leaf_count=504 599 698 1078 177 641 213
internal_value=0 0.00130135 0.00344104 0.00891851 0.00254942 0.00851174
internal_weight=0 0.00741438 0.00638493 0.00443708 0.00317988 0.00201801
internal_count=3910 3406 2708 2109 1932 854
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=2.16762e-05 2.93487e-05 3.35959e-05 5.44709e-05 5.70772e-05 0.000102308 3.50344e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.00027163546565383678 -0.00042439084042484763 0.00031128980576734398 -0.00025519365909221659 0.00045661823826800754 0.00010202135318206052 0.00053134914143763295 -0.00037986930303189967
leaf_weight=0.0010514924435630789 0.0011140728690247231 0.0011990883131327412 0.0017710890305792492 0.0010536404716484466 0.0010667666389836247 0.0012699643322472481 0.0012712781496463964
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 2.63335e-05 -1.89423e-05 5.35027e-05 -3.64446e-05 8.33445e-05 -0.00016
internal_weight=0 0.0087459 0.00754681 0.00577572 0.00472208 0.00360801 0.00233804
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=7
num_cat=0
split_feature=147 376 52 13 52 2
split_gain=1.93299e-05 2.62439e-05 4.32276e-05 4.33766e-05 8.12562e-05 7.64162e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.094010000000000024
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=0.00022540968409734264 0.00025265613246789568 0.00026325197486159368 -0.00044706736664403766 0.0003304340112828554 -2.9469643885395687e-05 -0.00063814909519025842
leaf_weight=0.0019904440054961583 0.0010070840429885998 0.0010011220599577108 0.001033183394423467 0.0011282690349791952 0.0019289303434000312 0.0013465694145997648
leaf_count=914 234 194 604 531 1048 385
internal_value=0 -3.47663e-05 -7.49355e-05 -1.48061e-05 -0.00012338 -0.0002797
internal_weight=0 0.00842852 0.0074274 0.00639421 0.00440377 0.0032755
internal_count=3910 3676 3482 2878 1964 1433
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=7
num_cat=0
split_feature=49 3 16 133 16 2
split_gain=8.92827e-06 2.69741e-05 2.32977e-05 2.38969e-05 3.33088e-05 4.31508e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 0.096750000000000017
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=0.016696075529889536 -0.015824706119837221 -0.0050566627037289848 0.0070491961136831417 -0.012886679779195232 0.014381601237030063 -0.01953356159379499
leaf_weight=0.0010932224876760285 0.0010153416235024696 0.0011912139541173997 0.0015566344365283559 0.0010462545605319229 0.0017966461419374768 0.0010048210721424694
leaf_count=350 261 209 1105 1189 511 285
internal_value=0 0.00535316 -0.0019263 0.000684853 0.00394299 -0.00337883
internal_weight=0 0.00228444 0.0064197 0.00540436 0.0043581 0.00256146
internal_count=3910 559 3351 3090 1901 1390
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=8
num_cat=0
split_feature=159 1 13 1 48 42 3
split_gain=2.42085e-05 2.28622e-05 3.28822e-05 3.84773e-05 4.9452e-05 4.33602e-05 5.29862e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.13934999999999997 0.11183500000000002 0.088875000000000023 0.084100000000000022 -0.016619999999999996
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=-0.00029012957356451107 -0.0002642094303367974 0.00028269035791952241 0.00046367607084642204 -0.00026238416119654895 0.00051769094083464436 -0.00029764839765568602 -0.000100908161455316
leaf_weight=0.0010252397112787822 0.0015636068048813182 0.0011755311210453487 0.0012229238732185514 0.0011680525186007528 0.0010180304798147761 0.0010943436261535051 0.0013386855829095174
leaf_count=633 193 298 1061 219 334 901 271
internal_value=0 2.86633e-05 -1.16595e-05 5.59348e-05 0.000135484 2.90558e-05 0.000168627
internal_weight=0 0.00858117 0.00740564 0.00584204 0.00467398 0.00365595 0.00256161
internal_count=3910 3277 2979 2786 2567 2233 1332
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=8
num_cat=0
split_feature=16 40 2 13 2 1 4
split_gain=3.05609e-05 3.09643e-05 3.71414e-05 6.07751e-05 4.61328e-05 3.52617e-05 3.19848e-05
threshold=0.3935300000000001 -0.018084999999999997 0.11934000000000002 0.098990000000000009 0.099370000000000014 0.076710000000000014 -0.0010999999999999996
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=0.00031362176180878585 -0.00031945660247157992 -0.0003039716146975331 -0.00034896896140313788 -0.00038782428966246241 0.00040599717372969801 0.00038242792137779493 -7.3509626395052761e-05
leaf_weight=0.0013112078961485104 0.0010404971744690352 0.0010034808108140511 0.001081173514431091 0.0010316678325833894 0.0016281054646203781 0.0010862627873718502 0.0012988986221568895
leaf_count=388 380 1380 265 209 386 601 301
internal_value=0 3.66948e-05 -1.4235e-05 4.55998e-05 0.000134731 4.39881e-06 0.000134136
internal_weight=0 0.0084408 0.00712959 0.00604842 0.00501675 0.00338864 0.00238516
internal_count=3910 3530 3142 2877 2668 2282 902
is_linear=0
shrinkage=0.00196078


Tree=7105
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 16 1
split_gain=2.91419e-05 4.0647e-05 9.21394e-05 5.61138e-05 4.3565e-05 5.30095e-05 3.76437e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.0088999999999999982 0.15100500000000003 0.085990000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00031073183866265182 -0.00065842631082218639 -0.00016741689561140764 0.00032998500327595137 -3.9931378658673435e-05 0.00010747679293771909 -5.6444295970981146e-05 0.00058551562655669834
leaf_weight=0.001071480427894767 0.001188274397440322 0.0013894460126446448 0.0010859434055570062 0.0010734425991079893 0.0010340988660485989 0.0015418090387363539 0.0016341327151868025
leaf_count=633 417 436 157 772 762 417 316
internal_value=0 3.14512e-05 -0.000139474 -0.00036488 0.000133639 0.000232997 0.000400247
internal_weight=0 0.00894715 0.00334766 0.00226172 0.00559949 0.00421004 0.00266823
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=7
num_cat=0
split_feature=4 15 160 0 16 3
split_gain=9.45091e-06 3.30698e-05 2.17943e-05 2.71688e-05 3.66861e-05 3.77187e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.026849999999999995 -0.14136999999999997 -0.055679999999999993 -0.018854999999999997
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=0.009726643779688347 0.015705478821253612 -0.0082094783606774177 -0.017687672187832348 0.012800742708310556 0.0031465763742846869 -0.021338057014977957
leaf_weight=0.0012657067823612254 0.0013400180109266399 0.001017096270518541 0.0012585343411192812 0.0013141767560587011 0.0014109530820958171 0.0011355283675062019
leaf_count=923 348 201 216 1220 815 187
internal_value=0 0.00538616 -0.00202311 -0.0049282 -0.000768744 -0.00777162
internal_weight=0 0.00235711 0.0063849 0.00511919 0.00386066 0.00254648
internal_count=3910 549 3361 2438 2222 1002
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=7
num_cat=0
split_feature=47 52 4 4 3 13
split_gain=4.20933e-05 5.60401e-05 3.85535e-05 7.28228e-05 4.41369e-05 4.0246e-05
threshold=0.11669500000000001 0.11401500000000002 0.24280000000000004 -0.0010999999999999996 -0.078669999999999976 -1.0000000180025095e-35
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=-6.3760268631907801e-05 -0.00037883529377298299 -0.00036887851235543347 0.00034288875505916603 -0.00028295954602944464 0.00061436453012895804 8.5743096940462706e-05
leaf_weight=0.0016428879056892666 0.0010094516203113064 0.0011076276607774847 0.0019290391346394433 0.0019763204351902876 0.0011519050096599128 0.0010662950087781326
leaf_count=1557 179 606 402 578 378 210
internal_value=0 4.37243e-05 0.000102569 2.31519e-05 0.000179837 0.000360255
internal_weight=0 0.00887408 0.00776645 0.00583741 0.00386109 0.0022182
internal_count=3910 3731 3125 2723 2145 588
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=7
num_cat=0
split_feature=13 3 39 4 12 3
split_gain=1.02885e-05 2.39734e-05 3.42878e-05 2.46331e-05 5.57821e-05 5.21653e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 0.0057500000000000008 0.089445000000000011 -0.08348499999999999
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=0.0090539708797314957 0.0034543107872328687 -0.014025023687037825 0.016175160120861162 0.0226853577420459 -0.0079089904872738908 -0.024342083234565624
leaf_weight=0.0010928031586978932 0.0015140450204472104 0.0012435955245980457 0.0012274109178746096 0.0010232945455103093 0.0014270502232931253 0.0012185395621561971
leaf_count=210 1221 138 416 270 393 1262
internal_value=0 -0.00131859 0.00114643 -0.00241264 0.00486759 -0.00894092
internal_weight=0 0.00765394 0.00641034 0.00518293 0.00245034 0.00273258
internal_count=3910 3700 3562 3146 663 2483
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=2.59453e-05 2.99777e-05 4.28813e-05 7.10135e-05 5.87439e-05 9.15309e-05 4.16582e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.00029787147758898914 -0.00043619762857561705 0.00031979380226092828 -0.00028473209629688561 0.0005252232573517275 0.0001380074428760338 0.00050969097384838391 -0.00038747379194631251
leaf_weight=0.0010391269218392148 0.0010903575183124174 0.0011848744856074811 0.0017481553405224847 0.0010564820490028531 0.0010721229526139463 0.001258425272004423 0.00126367878915964
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 2.99932e-05 -1.58564e-05 6.60163e-05 -3.75454e-05 8.33911e-05 -0.00014628
internal_weight=0 0.0086741 0.00748922 0.00574107 0.00468458 0.00359423 0.0023358
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=2.09686e-05 3.08013e-05 3.67338e-05 5.46044e-05 5.20744e-05 9.45353e-05 4.07984e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.000270291169786397 -0.00041030078251156179 0.00031717474326345852 -0.00026927591872170264 0.00045996388579928557 0.00012820465969447706 0.00051323835308003337 -0.00039081123110748452
leaf_weight=0.00103794293695354 0.0010956446524442564 0.0011933100296003694 0.0017657579568141589 0.0010429850733596705 0.0010705472002939807 0.0012511566181174802 0.0012767366455461186
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 2.45662e-05 -2.19726e-05 5.41425e-05 -3.60275e-05 7.79303e-05 -0.000154099
internal_weight=0 0.00869614 0.00750283 0.00573707 0.00469409 0.00359844 0.00234728
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=6
num_cat=0
split_feature=42 160 15 42 0
split_gain=9.98212e-06 3.18417e-05 2.33402e-05 4.71864e-05 4.84396e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.024640000000000006 1.0000000180025095e-35 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0085401666308381682 -0.010874849200538765 -0.0061391509415479641 0.017716792459316975 -0.011790726509628523 0.019346010355510552
leaf_weight=0.0011911666162661297 0.0016716955670652055 0.0012531086642892269 0.0011251509011754061 0.001679186825307859 0.0018422488036353016
leaf_count=1060 1040 147 660 607 396
internal_value=0 0.00130794 0.00475997 0.00170661 0.00902873
internal_weight=0 0.00757139 0.0058997 0.00477454 0.00309536
internal_count=3910 2850 1810 1150 543
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=6
num_cat=0
split_feature=1 16 47 0 52
split_gain=1.04265e-05 3.19934e-05 2.02257e-05 2.93144e-05 7.21336e-05
threshold=0.076710000000000014 0.0015250000000000001 0.086425000000000016 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.019186020206306796 -0.0042510647377246259 0.0037142814995442782 -0.0062432332435913744 -0.0050990186571412783 0.028234346278378331
leaf_weight=0.0010146714736457957 0.0013467450054101566 0.0015299371447308071 0.0019516882416093237 0.0015162208022434106 0.0013880197303510447
leaf_count=1524 246 484 382 949 325
internal_value=0 -0.00541729 0.00218432 0.00605354 0.0122368
internal_weight=0 0.00254461 0.00620267 0.00425099 0.00273476
internal_count=3910 2008 1902 1520 571
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=6
num_cat=0
split_feature=52 52 151 12 1
split_gain=1.03842e-05 2.44707e-05 1.97618e-05 4.50883e-05 4.75848e-05
threshold=-0.048794999999999991 -0.088354999999999989 -0.0008699999999999999 0.095295000000000019 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0024143091969787743 -0.014767596078083589 0.016208566955830551 -0.00435607857724187 -0.014432861254968727 0.019939662064618779
leaf_weight=0.0018287849706099112 0.0010696826522531722 0.0011488398392721538 0.0017506930954822681 0.0014395545601721387 0.0014941364705628509
leaf_count=849 372 341 1425 566 357
internal_value=0 0.00477085 -0.00250381 0.00029663 0.0068313
internal_weight=0 0.00297762 0.00575407 0.00468438 0.00324483
internal_count=3910 1190 2720 2348 1782
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=7
num_cat=0
split_feature=11 4 49 3 1 2
split_gain=2.14672e-05 2.68564e-05 3.02389e-05 3.97865e-05 3.01389e-05 2.19425e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.090325000000000003 0.076710000000000014 0.099015000000000006
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=-0.00021362039873944828 -0.00027192608826773733 -0.0002905670128131662 0.00027582098321441817 -0.00018617313683313318 0.00033512096655960184 0.00018847398833215389
leaf_weight=0.001038608827694303 0.0010222462095174105 0.0015991414701606874 0.0014404739612017183 0.0014263009463075004 0.001790735355900202 0.0010485717574872119
leaf_count=1278 279 276 790 196 875 216
internal_value=0 2.91221e-05 -7.45387e-05 4.59659e-05 0.000148501 -1.16135e-05
internal_weight=0 0.00834383 0.00446592 0.00286677 0.00387792 0.00208718
internal_count=3910 3631 1262 986 2369 1494
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=7
num_cat=0
split_feature=159 484 42 51 43 4
split_gain=2.24922e-05 3.08202e-05 4.37488e-05 5.004e-05 6.87027e-05 5.28832e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -1.0000000180025095e-35 0.077145000000000005 -0.074254999999999988 0.17888000000000001
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=-0.00027421673171087882 -0.0003792468019488357 0.00034727081160271673 0.00027424965920741918 0.00037517261801499704 -0.00042688587236377405 7.0291184140126739e-05
leaf_weight=0.0010457589100684754 0.0010762819813957773 0.0010372434027544645 0.0017276286851526522 0.0014044681230168422 0.0018639102943049646 0.0014722226120327997
leaf_count=633 916 392 610 343 768 248
internal_value=0 3.03615e-05 -1.32082e-05 4.76988e-05 -4.31282e-05 -0.000207484
internal_weight=0 0.00858176 0.00754451 0.00646823 0.00506376 0.00333613
internal_count=3910 3277 2885 1969 1626 1016
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=6
num_cat=0
split_feature=52 13 1 1 15
split_gain=9.62889e-06 3.13151e-05 4.20474e-05 1.86975e-05 3.82316e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.094485000000000013 -0.0071449999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012137568151748129 -0.0082666892117320527 -0.016070112606010125 -0.015014132369275424 0.014250723100704103 0.0086958685285941327
leaf_weight=0.0019716051682495059 0.0012198869327420623 0.0010335752696277673 0.0018163447375209394 0.0011338850323172099 0.0015703662471674099
leaf_count=520 647 906 349 390 1098
internal_value=0 0.00131074 -0.00253253 0.00353272 -0.00113442
internal_weight=0 0.00752578 0.00555417 0.00373783 0.00260394
internal_count=3910 3263 2743 2394 2004
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=7
num_cat=0
split_feature=15 15 16 3 13 0
split_gain=9.91298e-06 2.84874e-05 3.51053e-05 2.69974e-05 4.43721e-05 2.40243e-05
threshold=-0.03231499999999999 -0.076594999999999983 -0.092014999999999986 0.10666500000000002 -0.032264999999999995 -0.18087499999999998
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=-0.0038079335254107005 -0.0255162001939599 0.01808897509270127 -0.012661689320403263 0.0093364121546867102 0.00025003719790329319 0.017518554675824454
leaf_weight=0.0010119324636235353 0.0010223657828818517 0.0010007478355471017 0.0015027447979882209 0.0011593706457308931 0.0019301865266618721 0.0011050238605302689
leaf_count=104 1105 408 708 114 955 516
internal_value=0 0.00315559 -0.000973074 -0.0035944 -0.00867191 0.00732422
internal_weight=0 0.00462045 0.0036197 0.00411192 0.00295255 0.00211696
internal_count=3910 1736 1328 2174 2060 620
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=6
num_cat=0
split_feature=49 15 16 2 0
split_gain=1.04046e-05 3.23052e-05 2.21579e-05 2.33855e-05 2.30362e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018087169545101943 -0.015660986054437758 -0.0057013394118095636 -0.0037287733719110331 -0.0086439346000972538 0.012444361290956196
leaf_weight=0.0011028091403254784 0.0010123761434307349 0.0011835207683641366 0.0015952908522373472 0.0018562621127335495 0.0019660671080895809
leaf_count=228 261 331 1972 699 419
internal_value=0 0.00577303 -0.00208122 0.000456393 0.00519969
internal_weight=0 0.00228633 0.00643 0.00541762 0.00356136
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=8
num_cat=0
split_feature=47 4 1 1 13 2 48
split_gain=2.96612e-05 6.22699e-05 5.83554e-05 4.30063e-05 3.60926e-05 3.90379e-05 7.38943e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.11198000000000001 -0.084184999999999996 0.084235000000000018 0.085425000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.00021986962611232952 -0.00031404387045256508 2.5711607306280743e-05 -0.00048836876907285421 0.00056027743026876731 0.00044289767495512856 -0.00024953157229004504 0.0004080429144204299
leaf_weight=0.0016613328919441389 0.0010133180515297718 0.0010682632227899912 0.0010220948492109293 0.0012623625477795383 0.0010762495025377974 0.0017107133940523858 0.0010667055541071203
leaf_count=827 179 189 203 323 637 1258 294
internal_value=0 4.00731e-05 -5.80354e-05 0.000315254 2.17183e-05 0.000125868 3.01886e-06
internal_weight=0 0.00886772 0.0065371 0.00233063 0.005515 0.00385367 0.00277742
internal_count=3910 3731 3219 512 3016 2189 1552
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=7
num_cat=0
split_feature=4 15 160 51 0 3
split_gain=1.09116e-05 3.16608e-05 2.35732e-05 2.41934e-05 5.11611e-05 2.26784e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.026849999999999995 0.077145000000000005 -0.084074999999999997 -0.074234999999999982
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=0.010042406008918252 0.015938305138066333 -0.0074888788704541688 -0.02703439510833669 0.0061589985460568739 0.0079611328713287931 -0.01073709653406912
leaf_weight=0.001267806545557186 0.00133411658492087 0.0010163462793237133 0.0011389435238549541 0.0013730033149654897 0.0012668620872904406 0.0013292423532035229
leaf_count=923 348 201 817 394 905 322
internal_value=0 0.00580833 -0.0021627 -0.00519197 -0.00936459 -0.00161263
internal_weight=0 0.00235046 0.00637586 0.00510805 0.00373505 0.0025961
internal_count=3910 549 3361 2438 2044 1227
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=7
num_cat=0
split_feature=11 2 0 3 3 0
split_gain=2.09596e-05 2.54752e-05 4.52002e-05 5.84796e-05 4.0076e-05 3.22307e-05
threshold=0.077330000000000024 0.091985000000000011 -0.053834999999999994 -0.074234999999999982 0.088060000000000013 -0.14136999999999997
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=0.00036225422500974527 -0.00026972175507057475 0.0003466073500306301 -0.00043606171721907987 -0.00020193449952555189 -0.00021567335054544507 0.0002234750669358898
leaf_weight=0.0012270385280688295 0.0010388899882694353 0.001861354851684345 0.0010587125212430321 0.001664520278664923 0.0015145112755301955 0.0011160468298706699
leaf_count=1629 279 1038 200 409 156 199
internal_value=0 2.54247e-05 -8.94339e-05 3.74801e-05 0.000126433 -2.93592e-05
internal_weight=0 0.00844218 0.00395027 0.00289156 0.00449191 0.00263056
internal_count=3910 3631 2238 2038 1393 355
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=7
num_cat=0
split_feature=11 4 1 49 3 2
split_gain=2.13105e-05 2.55716e-05 3.17468e-05 3.12918e-05 3.96947e-05 1.97396e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.076710000000000014 -0.0087399999999999995 0.090325000000000003 0.099015000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00021196026424825872 -0.00026553659172438057 -0.00028913447446863888 0.00032900558065321393 0.00027517135824704726 -0.00018004543402267358 0.0001653837762934899
leaf_weight=0.0010527090995804552 0.0010675809875509432 0.0016372304666394787 0.0018720678412263592 0.0014821482132949463 0.0014638478948396758 0.0010796127884888465
leaf_count=1278 279 276 875 790 196 216
internal_value=0 2.82086e-05 0.000142678 -7.1804e-05 4.89768e-05 -2.09078e-05
internal_weight=0 0.00858762 0.00400439 0.00458323 0.002946 0.00213232
internal_count=3910 3631 2369 1262 986 1494
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=7
num_cat=0
split_feature=49 15 3 52 3 2
split_gain=9.72252e-06 2.61065e-05 2.29092e-05 6.8665e-05 2.50535e-05 2.64264e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.075954999999999981 0.0033900000000000002 0.092005000000000017 0.11260500000000001
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=0.016641287618613072 -0.024481046937753798 -0.0047138844197406396 0.010969619665890886 0.0096010948244617672 -0.015913922699250131 0.0062797286870175245
leaf_weight=0.0011040043479517599 0.001366154815284043 0.0011889703607347521 0.0018943056888891439 0.0010419939594001892 0.0010723482786097836 0.0010737022940638355
leaf_count=228 1246 331 862 926 154 163
internal_value=0 0.00556804 -0.00201341 -0.00973387 0.00258816 -0.0048101
internal_weight=0 0.00229297 0.00644851 0.00240815 0.00404036 0.00214605
internal_count=3910 559 3351 2172 1179 317
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=7
num_cat=0
split_feature=4 16 2 48 16 2
split_gain=1.10935e-05 2.77871e-05 4.18655e-05 3.51831e-05 3.67652e-05 2.56463e-05
threshold=0.17888000000000001 -0.094359999999999986 0.106285 0.083775000000000002 0.15737500000000001 0.10869000000000002
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=-0.016037893209660203 0.015365061156843699 0.00066788715691174373 0.017488983688182542 0.011495503505756677 -0.022688884288382331 -0.0044341732910979335
leaf_weight=0.0011943507157168229 0.0013030459228818778 0.0014509911549843296 0.0011689600660183593 0.0010348410480634936 0.0012583953809098994 0.0013139036114905378
leaf_count=455 281 1713 482 368 297 314
internal_value=0 -0.00235732 0.000968303 -0.00418951 -0.0101803 0.00542437
internal_weight=0 0.00610754 0.00491319 0.00374423 0.00270939 0.00261695
internal_count=3910 3315 2860 2378 2010 595
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=7
num_cat=0
split_feature=11 43 2 13 3 2
split_gain=2.06927e-05 2.39332e-05 6.2701e-05 3.50884e-05 4.23539e-05 7.42111e-05
threshold=0.077330000000000024 -0.044024999999999988 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 0.11230000000000001
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=-4.3549668220478299e-05 -0.00026685546019343846 0.00020867406640552141 0.00054972298488629664 -0.00049097441721722283 0.00022032712480023059 -0.00043381462099260904
leaf_weight=0.0018973527275156093 0.0010166800529386672 0.0014710009707181912 0.0010717855871079762 0.0010155080896660979 0.0017811546903960095 0.0010657523094514537
leaf_count=1185 279 281 567 1222 265 111
internal_value=0 2.9512e-05 0.000170607 -4.90363e-05 -0.000147185 -2.45537e-05
internal_weight=0 0.00830255 0.00296914 0.00533342 0.00386242 0.00284691
internal_count=3910 3631 1752 1879 1598 376
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=6
num_cat=0
split_feature=43 4 1 15 1
split_gain=1.01391e-05 2.84784e-05 3.27369e-05 3.15429e-05 3.25669e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 0.11097000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0084053394812308811 -0.016181825829307217 -0.013409671060112977 0.0092530025846394616 0.018333340494473105 -0.0091034306843141254
leaf_weight=0.0012264019955580329 0.0011106156460287658 0.0012408242664494586 0.001957803674989976 0.0012741368714973634 0.0019088051218023902
leaf_count=261 278 1794 475 613 489
internal_value=0 -0.00140316 0.00116884 0.00468766 0.000191094
internal_weight=0 0.00749219 0.00638157 0.00514075 0.00386661
internal_count=3910 3649 3371 1577 964
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=6
num_cat=0
split_feature=4 12 49 0 15
split_gain=9.94437e-06 1.98176e-05 2.94373e-05 4.06656e-05 3.24972e-05
threshold=0.27608500000000008 -0.051479999999999991 -0.00064499999999999985 -0.053834999999999994 -0.064869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01456918657512536 0.0068835348082275181 -0.010416279476786404 0.0011895194963726828 -0.0063296589493269245 0.024309797885079032
leaf_weight=0.0010190743408709565 0.0016827336196681428 0.0017472178287127483 0.0011481155776236495 0.0018164381528097276 0.0012921394751422798
leaf_count=287 441 586 682 376 1538
internal_value=0 -0.00167545 0.000513068 0.00499917 0.0134319
internal_weight=0 0.00702299 0.00600391 0.00425669 0.00244026
internal_count=3910 3469 3182 2596 2220
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=8
num_cat=0
split_feature=159 2 4 3 16 13 0
split_gain=3.00547e-05 4.04731e-05 4.9474e-05 0.0001538 4.68762e-05 6.09263e-05 3.96204e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 0.0057500000000000008 -0.016619999999999996 -0.16268499999999997 -0.00059999999999999995 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -4
right_child=1 4 6 -5 5 -7 -8
leaf_value=-0.00031211110851463489 0.00014269696797973957 -7.2812563104899738e-05 0.0004029309099861959 -0.00081043278052255971 0.00069509849115479197 6.2224896717977507e-05 -9.8197139916956393e-05
leaf_weight=0.0010785610559698915 0.0015145962741149972 0.0016321025076384285 0.001068910217129347 0.0011414160199129759 0.0011040142426605416 0.0012436100268408618 0.0014023616963136597
leaf_count=633 1629 321 140 202 389 325 271
internal_value=0 3.4042e-05 -8.11197e-05 -0.000266909 0.000182411 0.000359846 0.000118558
internal_weight=0 0.00910701 0.00512728 0.00265601 0.00397973 0.00234762 0.00247127
internal_count=3910 3277 2242 1831 1035 714 411
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=6
num_cat=0
split_feature=0 4 43 3 3
split_gain=1.13781e-05 2.46333e-05 3.63647e-05 5.22291e-05 3.8899e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.079109999999999986 -0.074234999999999982 0.094625000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013759441132269793 0.0078513600297234112 -0.011999629851850317 0.024096835599808582 -0.014229274083448247 0.0084348916326786854
leaf_weight=0.0013672069230788965 0.001516996758589532 0.00154529338131092 0.001152486939072694 0.0012777228461882516 0.0018591994930355574
leaf_count=1385 255 963 462 542 303
internal_value=0 -0.00167769 0.00115334 0.00589181 -0.000796616
internal_weight=0 0.00720191 0.0058347 0.00428941 0.00313692
internal_count=3910 3655 2270 1307 845
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=8
num_cat=0
split_feature=376 43 3 457 13 15 1
split_gain=2.23782e-05 4.81496e-05 6.08991e-05 5.52306e-05 7.43082e-05 6.10267e-05 2.66434e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.078669999999999976 0.041935000000000007 -0.10939499999999998 -1.0000000180025095e-35 0.11052000000000002
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=-5.2019974429136343e-05 0.00025777715778142654 0.00012322754579361276 0.00053066060365415625 0.00024165008345884776 3.597652463598164e-06 -0.00079163418814754436 -0.00043233115565549922
leaf_weight=0.001826003063731279 0.0011134899660204074 0.0015192892605428703 0.0011081181687904282 0.0011718967386894052 0.0010764920546969085 0.0010472088106346497 0.0010796560889828437
leaf_count=1101 206 283 431 172 405 1175 137
internal_value=0 -3.72026e-05 0.000168039 -0.000139365 -0.000233912 -0.000403296 -0.000214687
internal_weight=0 0.00882866 0.00293412 0.00589454 0.00472265 0.00320336 0.00215615
internal_count=3910 3704 1532 2172 2000 1717 542
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 0
split_gain=2.48221e-05 6.13248e-05 6.02668e-05 3.18906e-05 7.17024e-05 3.12946e-05 1.58457e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 -0.088084999999999983
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=0.00046172752124155105 -0.0002972593595305649 0.00026907654296302587 -0.00042079925198440315 0.00052452434587717007 -0.00013756042758545769 -0.0002582618414581695 -7.7582510364847501e-05
leaf_weight=0.00109915115697956 0.0010009645155815679 0.0010273971284858277 0.0012854373015618462 0.0013479719135313685 0.0011788562310749025 0.0017794288625920334 0.00100075473209073
leaf_count=248 179 283 494 507 173 1330 696
internal_value=0 2.87563e-05 -3.36991e-05 4.48548e-05 0.000215638 -6.84821e-05 9.80239e-05
internal_weight=0 0.008719 0.00761985 0.00633441 0.00252683 0.00380758 0.00202815
internal_count=3910 3731 3483 2989 680 2309 979
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=6
num_cat=0
split_feature=43 2 52 16 2
split_gain=1.19136e-05 2.64844e-05 2.51195e-05 5.91772e-05 2.33538e-05
threshold=-0.044024999999999988 0.093815000000000009 -0.072349999999999984 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0024685922931327754 -0.014674805427845751 0.016235384893946284 -0.017034536217728775 0.020673436909331655 0.00078927715020343553
leaf_weight=0.0019316600370009622 0.0013517980155654356 0.0012449653486269752 0.0012030173256742693 0.0011211958122525636 0.0018900610647417414
leaf_count=1239 432 609 843 224 563
internal_value=0 0.00486177 -0.00281338 0.000991371 -0.00614309
internal_weight=0 0.00317663 0.00556607 0.00421427 0.00309308
internal_count=3910 1848 2062 1630 1406
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=8
num_cat=0
split_feature=159 1 484 2 150 3 4
split_gain=3.13561e-05 3.35697e-05 4.04829e-05 3.90109e-05 4.13721e-05 2.90523e-05 1.07081e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.073820000000000011 0.086875000000000022 0.083680000000000018 0.090325000000000003 0.05309500000000001
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=-0.00031958960555663891 -0.0004183835944654082 0.00034772972257154309 0.00035380706569830903 7.5122288117694487e-05 0.00033930037581631785 -0.00031051315165040317 -0.0001378931677170724
leaf_weight=0.0010371840421638618 0.0010970793528483 0.0011855514246346477 0.0010299732320145465 0.0018566566372128905 0.0012670518768141737 0.0012613283746145398 0.0010005002342297308
leaf_count=633 995 298 345 1167 211 134 127
internal_value=0 4.10926e-05 -7.29734e-06 -6.46705e-05 4.05307e-05 -8.088e-05 -0.000284596
internal_weight=0 0.00869814 0.00751259 0.00648262 0.00438504 0.00311799 0.00209758
internal_count=3910 3277 2979 2634 1512 1301 1122
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 15
split_gain=1.1317e-05 3.24771e-05 4.63633e-05 4.01242e-05 4.5274e-05 2.88497e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 -0.0039399999999999991
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=-4.9471078447539874e-05 -0.0089285412428880499 0.014000555065490966 -0.014103750996416836 -0.022988150300216489 0.011708932645402237 0.022281245809514343
leaf_weight=0.0011395087256316954 0.0012259196877263999 0.0012319597069853083 0.001377855022519366 0.0012555964418251293 0.0013406122310670133 0.0011752185909862873
leaf_count=609 647 608 1274 221 149 402
internal_value=0 0.00143303 -0.0029488 -0.0082031 -0.00137423 0.0112881
internal_weight=0 0.00752075 0.00520602 0.00397406 0.00271847 0.00231473
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=7
num_cat=0
split_feature=43 1 43 49 12 3
split_gain=1.15514e-05 2.66687e-05 3.74241e-05 2.51766e-05 5.72509e-05 5.43976e-05
threshold=-0.18906999999999999 0.085835000000000009 0.052855000000000006 -0.029304999999999998 0.089570000000000025 0.096385000000000012
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=0.0089566081713977376 -0.021013338682675606 0.012803571293644969 0.0038951104543535281 0.021695216602882567 -0.022352632994512966 -0.0084417849723231863
leaf_weight=0.0012318958248719982 0.0013713132360628109 0.0016483954270867318 0.0010768801969280142 0.0011593046684789713 0.0010003732499779118 0.0012390915421167251
leaf_count=261 1699 340 348 482 546 234
internal_value=0 -0.00149235 -0.0100569 0.00266201 -0.00225663 0.00612544
internal_weight=0 0.00749536 0.00244819 0.00504716 0.00339877 0.0023984
internal_count=3910 3649 2047 1602 1262 716
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=7
num_cat=0
split_feature=43 52 16 4 52 2
split_gain=1.20369e-05 2.40291e-05 4.85145e-05 2.12818e-05 2.57889e-05 1.9682e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.08734500000000002 -0.021309999999999996 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0099206539194252631 -0.014507541721025899 -0.015624239102730544 0.018784145889543264 0.016125195002097071 -0.0124338171944968 0.00076674039374361499
leaf_weight=0.0010480841489670283 0.0013364034357110687 0.0011932815288781442 0.001113381239306867 0.0011017218231936569 0.0010166551935516734 0.0018975427485778825
leaf_count=692 426 845 224 300 856 567
internal_value=0 -0.00282698 0.000885952 0.00490208 -0.00108644 -0.00556136
internal_weight=0 0.00554061 0.00420421 0.00316646 0.00206474 0.00309082
internal_count=3910 2062 1636 1848 1548 1412
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=7
num_cat=0
split_feature=4 15 160 0 16 3
split_gain=1.02559e-05 2.99777e-05 2.09533e-05 2.81805e-05 3.91633e-05 3.75528e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.026849999999999995 -0.14136999999999997 -0.055679999999999993 -0.018854999999999997
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=0.0094750719641417593 0.016186204024824333 -0.0064638294897134884 -0.017976140674395791 0.013331294618323417 0.0030358153665111434 -0.021466592798857119
leaf_weight=0.001253910778862481 0.0012539635800680286 0.0010942321862645278 0.0012531683890238603 0.0013095483513448029 0.0013918379191970008 0.0011360331574551089
leaf_count=923 333 216 216 1220 815 187
internal_value=0 0.00563155 -0.00210413 -0.00495631 -0.00070449 -0.00797564
internal_weight=0 0.0023482 0.0063445 0.00509059 0.00383742 0.00252787
internal_count=3910 549 3361 2438 2222 1002
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=7
num_cat=0
split_feature=50 16 16 1 4 16
split_gain=4.70505e-05 4.10237e-05 3.52096e-05 5.98486e-05 3.75886e-05 4.67331e-05
threshold=1.0000000180025095e-35 0.3935300000000001 -0.0099649999999999982 0.077800000000000022 0.0051950000000000008 -0.30307999999999996
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=-0.00025641521006430093 -0.00040497994896319451 -0.00031585640259928924 8.8954268078784705e-06 0.00058560309855843775 -8.5089975901448544e-05 0.0003793169363057747
leaf_weight=0.0015731063929497668 0.0010008786591014151 0.0010733051063845957 0.0015319977498086195 0.0012615285944178553 0.0019851451120336122 0.0014354982930783961
leaf_count=1119 779 373 462 432 513 232
internal_value=0 4.35183e-05 9.30502e-05 0.000269331 -5.56206e-06 0.000109802
internal_weight=0 0.00886058 0.00778728 0.00279353 0.00499375 0.00342064
internal_count=3910 3131 2758 894 1864 745
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=7
num_cat=0
split_feature=11 2 3 0 3 15
split_gain=3.59777e-05 3.99759e-05 4.12425e-05 3.86006e-05 6.89287e-05 3.15293e-05
threshold=0.077330000000000024 0.091985000000000011 -0.013944999999999997 -0.053834999999999994 -0.074234999999999982 -0.074174999999999977
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=0.00035506778655164194 -0.0003477836946683169 0.00043121384941679223 0.00024247074956668574 -0.00042914226002082283 -0.00024964426553438635 -0.00015426693924270078
leaf_weight=0.0012573421774858269 0.0010668288081594332 0.0014622165720181031 0.0014488025550054317 0.0010615324139698905 0.0017107461908076862 0.0016440647293407508
leaf_count=1629 279 865 286 200 409 242
internal_value=0 3.40152e-05 0.000159864 -0.000108245 6.52397e-06 3.15783e-05
internal_weight=0 0.0085847 0.00455508 0.00402962 0.00296809 0.00309287
internal_count=3910 3631 1393 2238 2038 528
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=8
num_cat=0
split_feature=159 49 2 2 2 12 15
split_gain=2.60939e-05 2.81825e-05 4.02829e-05 4.75125e-05 5.06836e-05 6.04499e-05 5.31099e-05
threshold=-1.0000000180025095e-35 0.090115000000000015 0.114165 0.10113500000000002 0.086875000000000022 0.097345000000000015 -0.017214999999999998
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=-0.00029171574798549056 -0.00060541777602067797 0.00032057324363318719 0.00034943639358430946 -0.00037080551780239486 0.00026931612062404382 0.00025097746076779571 7.3845662513315516e-06
leaf_weight=0.001087082431844767 0.001151685357366316 0.0011222483560270049 0.0010304627695404654 0.0015291994778877816 0.0019817501423390056 0.0010807366691284676 0.0010300693088858396
leaf_count=633 384 493 380 315 789 146 770
internal_value=0 3.00378e-05 -1.17429e-05 -6.66902e-05 2.19886e-05 -0.000128247 -0.000316096
internal_weight=0 0.00892615 0.0078039 0.00677344 0.00524424 0.00326249 0.00218175
internal_count=3910 3277 2784 2404 2089 1300 1154
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=6
num_cat=0
split_feature=52 13 2 0 2
split_gain=1.02495e-05 2.91166e-05 3.85852e-05 3.15774e-05 3.60253e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11203000000000002 -0.10575999999999998 0.08400500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011830141396141738 -0.0085020004225724501 0.013134099551815201 -0.019943200492045565 -0.014461009372275719 0.0076510898739120597
leaf_weight=0.0019617427350182223 0.0012262905809527925 0.0015590370913701529 0.0010173218258658287 0.001625359207756714 0.0013477488877657296
leaf_count=520 647 281 381 762 1319
internal_value=0 0.00135837 -0.00234341 0.00160718 -0.0044373
internal_weight=0 0.00751121 0.00554947 0.00453215 0.00297311
internal_count=3910 3263 2743 2362 2081
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=6
num_cat=0
split_feature=1 150 0 2 0
split_gain=1.16061e-05 2.34269e-05 3.21849e-05 3.25451e-05 2.34539e-05
threshold=0.12864500000000004 0.082085000000000019 -0.08824499999999999 0.10113500000000002 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0013780113356910235 0.0086193248383603979 0.0085304463613682588 0.010551125877602614 -0.011020531408490259 -0.020454292274018362
leaf_weight=0.0010883693907452253 0.0013188791004639074 0.0017547038714635773 0.0018608264434283811 0.0011205402729901571 0.0015803546199952986
leaf_count=212 331 462 1675 498 732
internal_value=0 -0.00156271 -0.00469726 0.00244346 -0.0126745
internal_weight=0 0.00740479 0.00565009 0.00298137 0.00266872
internal_count=3910 3579 3117 2173 944
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=8
num_cat=0
split_feature=16 40 48 51 13 1 2
split_gain=2.37719e-05 2.62869e-05 3.8613e-05 3.93128e-05 5.97274e-05 7.20847e-05 3.50701e-05
threshold=0.3935300000000001 -0.018084999999999997 0.11379500000000002 0.085845000000000019 0.0015650000000000002 0.095575000000000007 0.091525000000000009
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=0.00027596244460317035 -0.00028189376456736029 -0.00018139998845337961 -0.00037626772560906053 -0.00030392910475420611 -0.0002337488915527753 0.00057789380699861692 0.00029709778000693661
leaf_weight=0.0013761325375474939 0.0010742512849237469 0.0013649855087372975 0.0010058419259175964 0.0010797854150764253 0.0014431383353292228 0.0014570402713814361 0.0010357439025230016
leaf_count=388 380 1375 129 412 426 363 437
internal_value=0 2.71502e-05 -1.92042e-05 3.70827e-05 0.000106546 0.000233846 2.50377e-05
internal_weight=0 0.00876267 0.00738654 0.00638069 0.00530091 0.00385777 0.00240073
internal_count=3910 3530 3142 3013 2601 2175 1812
is_linear=0
shrinkage=0.00196078


Tree=7144
num_leaves=6
num_cat=0
split_feature=4 1 12 3 43
split_gain=1.04719e-05 2.65816e-05 1.92438e-05 4.51239e-05 3.1094e-05
threshold=0.24280000000000004 0.11235500000000002 0.080120000000000011 0.076695000000000013 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=0.014568689856649787 -0.005635841861522245 0.015648109981002353 0.0017519217260318566 -0.0076395193737557113 -0.019762198783972791
leaf_weight=0.0016925506749358274 0.001104699492704425 0.0012515838633882215 0.00140164930715168 0.0019913285701113185 0.0012901086211728583
leaf_count=370 206 343 1136 338 1517
internal_value=0 0.00566953 -0.00213223 0.002564 -0.00855939
internal_weight=0 0.00235628 0.00637564 0.00368388 0.00269176
internal_count=3910 549 3361 708 2653
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 4
split_gain=2.41949e-05 4.82218e-05 3.87312e-05 3.23912e-05 4.24875e-05 6.40495e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 -0.075404999999999986 -1.0000000180025095e-35
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=0.00041159689233453712 -0.00028648433043446862 0.00039228822192220107 -0.00026776544954080806 -0.00019691565540439922 0.00031491699515371843 -0.00028040191829850386
leaf_weight=0.0011214361876263701 0.0010261135899362278 0.0016149550364984882 0.0018872929156924165 0.001471182421030775 0.0012844512837120361 0.0015136223428575911
leaf_count=248 179 1272 1139 339 326 407
internal_value=0 3.15002e-05 -2.33481e-05 5.50459e-05 0.000139043 -7.12171e-06
internal_weight=0 0.00889294 0.0077715 0.00588421 0.00441303 0.00279807
internal_count=3910 3731 3483 2344 2005 733
is_linear=0
shrinkage=0.00196078


Tree=7146
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=1.91092e-05 2.72232e-05 3.961e-05 5.61525e-05 4.66868e-05 8.45963e-05 4.86577e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.00025345659951930941 -0.00038583663646246831 0.00030921504606071183 -0.00027829545678232097 0.00047763016962316571 0.00016951304667836453 0.00049330960581483855 -0.00040762100982912015
leaf_weight=0.0010380947636432466 0.0010791462404029033 0.0011473945019076911 0.0016954024092235452 0.0010289594834457984 0.0010321109411399654 0.0012356810365892592 0.0012321144890873809
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 2.84411e-05 -1.56695e-05 6.3727e-05 -2.92812e-05 8.06575e-05 -0.000144544
internal_weight=0 0.00845081 0.00730341 0.00560801 0.00457905 0.00349991 0.00226423
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=8
num_cat=0
split_feature=50 133 49 160 43 2 16
split_gain=3.97989e-05 3.89231e-05 4.31007e-05 5.12571e-05 5.54217e-05 6.52072e-05 3.91586e-05
threshold=1.0000000180025095e-35 0.087895000000000015 -0.006494999999999999 -0.026849999999999995 -0.074254999999999988 0.10045500000000002 -0.092014999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=8.5226938312567646e-05 -0.00037185339839838032 -0.00032530528777937776 0.00052906520141385402 0.00036316063393709229 -0.00039174671165286023 0.00025449343586053024 -0.00039011611759323775
leaf_weight=0.001577497103568179 0.0010061213312862098 0.00100136383162881 0.0012819154452731532 0.0015940854542734403 0.0013628893097171286 0.0010728443623611696 0.0011535337258662785
leaf_count=175 779 709 463 363 734 322 365
internal_value=0 3.92447e-05 8.4633e-05 0.000187557 7.892e-05 -0.000107103 -0.000115549
internal_weight=0 0.00904413 0.00804277 0.00531173 0.00402982 0.00243573 0.00273103
internal_count=3910 3131 2422 1882 1419 1056 540
is_linear=0
shrinkage=0.00196078


Tree=7148
num_leaves=7
num_cat=0
split_feature=11 2 3 0 0 12
split_gain=1.05387e-05 2.50473e-05 3.03362e-05 3.38709e-05 2.88971e-05 5.71877e-05
threshold=0.07677500000000001 0.091985000000000011 0.088060000000000013 -0.14136999999999997 -0.10575999999999998 0.085250000000000006
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=0.0069257315383462123 -0.0096801781004942893 0.016691205369298769 -0.010817009170388074 0.012999544609566536 0.0022432346595542083 -0.029571999271511048
leaf_weight=0.0013191103443688191 0.0010019665917638332 0.0017175777754364291 0.0013995153406654685 0.0010415113880878745 0.0012942543020207668 0.0010026757351623717
leaf_count=204 285 1037 156 199 672 1357
internal_value=0 0.0012164 0.00650917 -0.000655215 -0.00487052 -0.011645
internal_weight=0 0.00777464 0.0041586 0.00244103 0.00361604 0.00229693
internal_count=3910 3625 1392 355 2233 2029
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=7
num_cat=0
split_feature=4 15 151 16 16 12
split_gain=1.0771e-05 2.83665e-05 1.7632e-05 5.68736e-05 3.08316e-05 1.14847e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0074049999999999993 -0.091624999999999984 0.15100500000000003 0.092255000000000018
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=0.0078711781134575172 0.015995493906874429 -0.0059495195253509783 -0.023683043079857038 0.010716381083273488 -0.014895756091361871 0.00020102625332141157
leaf_weight=0.0013754401716659318 0.0012601870012356562 0.0011059629358189371 0.0012209415250487876 0.0017807891334847242 0.0010070688276642903 0.0010085639130475816
leaf_count=569 333 216 541 1697 241 313
internal_value=0 0.00573817 -0.0021593 -0.00490901 0.00112878 -0.00734177
internal_weight=0 0.00236615 0.0063928 0.00501736 0.00379642 0.00201563
internal_count=3910 549 3361 2792 2251 554
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=7
num_cat=0
split_feature=160 12 4 12 16 15
split_gain=1.02675e-05 2.79324e-05 3.25357e-05 8.06359e-05 5.12556e-05 2.68095e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.074650000000000008 0.092365000000000017 -0.50909499999999996 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0065096378716304739 -0.013217653245870795 0.020595870116833889 -0.0018158867892119363 -0.024299580302037962 0.028669945739130478 -0.00037154453363820179
leaf_weight=0.0019082437854755149 0.0010501448069937637 0.0010531955531950716 0.0010597171512630916 0.0010743264643895047 0.001149968207447329 0.0014485404405086416
leaf_count=1218 393 236 144 729 199 991
internal_value=0 0.0017865 0.00450984 -0.00138488 0.0140496 0.00845544
internal_weight=0 0.00683589 0.00578575 0.00357606 0.00220969 0.00250174
internal_count=3910 2692 2299 1956 343 1227
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=7
num_cat=0
split_feature=13 51 48 42 13 4
split_gain=1.04973e-05 2.21969e-05 2.94114e-05 4.57995e-05 5.07032e-05 2.71891e-05
threshold=-0.23438999999999996 0.08955500000000001 0.085875000000000021 0.084100000000000022 0.0015650000000000002 -1.0000000180025095e-35
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=0.0091977188089928125 0.030585198228492306 -0.014363498535957126 -0.011865700244775963 -0.011292861363886408 -0.0044552332445175393 0.0088061174530218757
leaf_weight=0.0010820501031319285 0.0011156263252817494 0.0011152861065838043 0.0014133654245284209 0.0013594915784014205 0.0014575459373193326 0.0011789750523847808
leaf_count=210 653 425 456 1342 517 307
internal_value=0 -0.00132618 0.000902224 0.00443255 0.0101302 0.019395
internal_weight=0 0.00764029 0.006525 0.00511164 0.00375215 0.0022946
internal_count=3910 3700 3275 2819 1477 960
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=8
num_cat=0
split_feature=147 376 52 12 16 3 3
split_gain=2.48728e-05 3.24263e-05 4.55138e-05 5.96969e-05 5.11972e-05 7.51866e-05 3.52693e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.094359999999999986 0.090325000000000003 -0.08348499999999999
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=-0.0003770275149509508 0.00028338975904438788 0.00028930456700359939 -0.00041297032252210388 0.00036286075179814712 8.2995341120861851e-05 0.00044488562481748205 -0.00042675893498477738
leaf_weight=0.0017639919575525892 0.0010546640488208582 0.0010390555752111093 0.0013068955062221317 0.0013030788933038736 0.0010035137923474693 0.0011343853801165193 0.0010871801200334674
leaf_count=454 234 194 711 464 881 178 794
internal_value=0 -3.55805e-05 -8.00037e-05 -1.08456e-05 -0.000108453 3.84471e-05 -0.000182082
internal_weight=0 0.0086381 0.00759905 0.00629215 0.00498907 0.00322508 0.00209069
internal_count=3910 3676 3482 2771 2307 1853 1675
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=7
num_cat=0
split_feature=4 0 3 2 1 49
split_gain=2.42903e-05 2.85289e-05 5.03875e-05 3.99591e-05 3.53966e-05 2.25007e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 0.10113500000000002 0.094385000000000011 -0.006494999999999999
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=-0.00053526507237017977 0.00019881461964835542 0.00026286861406094524 -0.00012777804005362277 -0.00018984644793524467 -7.6112524672465392e-05 0.00028166089628378719
leaf_weight=0.0014486364132308479 0.0018241832511542528 0.0019732334283147951 0.0010208663317682193 0.001208787791767365 0.0011643559625238327 0.0010435158758355908
leaf_count=2287 426 290 109 345 342 111
internal_value=0 -5.23369e-05 -0.000149775 9.0891e-05 -0.000330666 7.91875e-05
internal_weight=0 0.0078594 0.00467737 0.00318202 0.00261299 0.00206438
internal_count=3910 3484 2849 635 2629 220
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=7
num_cat=0
split_feature=11 160 4 15 43 3
split_gain=2.85765e-05 2.54091e-05 4.38847e-05 4.97284e-05 6.23041e-05 6.14661e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 -0.078094999999999984 -0.053579999999999996 -0.036139999999999992 0.096385000000000012
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=-0.00016822710504314683 -0.00030599817236471992 0.00033883960545207233 0.00050415621860987192 -0.00029186251636724735 -0.00040776305173660356 0.00027173698542509782
leaf_weight=0.0018574755007181682 0.0010636189789816003 0.0019482320310631341 0.0011186465015774185 0.0016025801385106926 0.0010335731487030463 0.0010138911669569741
leaf_count=1157 279 851 489 715 265 154
internal_value=0 3.47498e-05 9.08804e-05 -1.04225e-05 0.000132033 -7.1279e-05
internal_weight=0 0.0085744 0.00671692 0.00476869 0.00316611 0.00204746
internal_count=3910 3631 2474 1623 908 419
is_linear=0
shrinkage=0.00196078


Tree=7155
num_leaves=6
num_cat=0
split_feature=43 52 16 3 2
split_gain=1.13156e-05 2.25158e-05 4.34484e-05 2.21916e-05 1.83207e-05
threshold=-0.044024999999999988 -0.072349999999999984 -0.0083999999999999995 -0.075954999999999981 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0025847756113581387 -0.013962540801943257 -0.014887944776579693 0.017760758814753082 0.014257143046187271 0.00088782685159961524
leaf_weight=0.0018010821925941861 0.0013538030083799744 0.0012031498396796873 0.0011178987974464409 0.0013831935026689815 0.0018965188020943176
leaf_count=1267 432 843 224 581 563
internal_value=0 -0.00274195 0.000859757 0.00473106 -0.00523561
internal_weight=0 0.00557137 0.00421757 0.00318428 0.00309967
internal_count=3910 2062 1630 1848 1406
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=6
num_cat=0
split_feature=160 49 4 52 4
split_gain=1.05517e-05 2.51667e-05 3.32362e-05 4.59924e-05 3.42397e-05
threshold=-1.0000000180025095e-35 -0.081419999999999979 0.24280000000000004 0.071660000000000015 0.0051950000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0065924329665146345 0.015207702172713639 -0.028772218237511978 0.011052635951263046 0.0064093158768313858 -0.0041488299135480754
leaf_weight=0.0019100709181134245 0.0011640813312181683 0.0010214595220979132 0.0016428300291737065 0.0017430570270125733 0.0012629577558455536
leaf_count=1218 224 1013 368 798 289
internal_value=0 0.00181479 -0.000934703 -0.00582441 -0.015159
internal_weight=0 0.00683439 0.0056703 0.00402747 0.00228442
internal_count=3910 2692 2468 2100 1302
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=7
num_cat=0
split_feature=11 2 49 12 3 15
split_gain=2.67773e-05 3.54896e-05 4.57797e-05 9.00398e-05 3.97737e-05 3.16828e-05
threshold=0.077330000000000024 0.091985000000000011 -0.052649999999999995 0.084100000000000022 -0.013944999999999997 -0.074174999999999977
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=-0.00045419474757654309 -0.00029454986295134728 0.00040636931221138257 0.00029877573714793187 -0.00038438417151466525 0.00023203056402279609 -0.00016450435305280444
leaf_weight=0.0010643052175167726 0.0011127512744857132 0.0015182530455367035 0.0018037655352926456 0.0012597760670894729 0.0014441619569396098 0.0016710668603737958
leaf_count=231 279 865 478 1529 286 242
internal_value=0 2.8357e-05 -0.00010386 1.78497e-05 0.000146146 1.93218e-05
internal_weight=0 0.00876133 0.00412785 0.00306354 0.00463348 0.00311523
internal_count=3910 3631 2238 2007 1393 528
is_linear=0
shrinkage=0.00196078


Tree=7158
num_leaves=8
num_cat=0
split_feature=159 1 42 2 3 1 15
split_gain=2.27537e-05 2.84377e-05 3.61677e-05 4.28654e-05 5.60066e-05 2.38038e-05 2.31348e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 0.086875000000000022 0.0066850000000000008 0.095155000000000017 -0.035939999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00027411259774669559 -0.00038312181431760954 0.00031280559781594029 -0.00035287482467259056 0.00039990406228690911 0.00012728236438371026 3.1695123764758554e-05 -0.00026010629418997833
leaf_weight=0.0010671677996010901 0.0011287433192472287 0.0011759381002790928 0.001048700873705356 0.0019349602182215713 0.001303755849182936 0.0010057610394757868 0.0010867282644360099
leaf_count=633 825 298 576 1110 145 183 140
internal_value=0 2.92806e-05 -1.51225e-05 3.97078e-05 0.00015191 -0.000187663 -4.88268e-05
internal_weight=0 0.00868459 0.00750865 0.00645995 0.00432544 0.0021345 0.00239048
internal_count=3910 3277 2979 2403 1395 1008 285
is_linear=0
shrinkage=0.00196078


Tree=7159
num_leaves=6
num_cat=0
split_feature=52 1 16 0 2
split_gain=1.19728e-05 2.8049e-05 2.70458e-05 4.83197e-05 3.76449e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.114825 -0.055084999999999988 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0034008413841909954 0.013500723728732506 0.016168138276883622 -0.0231490196462487 0.0031958369439326288 -0.0091556322515261995
leaf_weight=0.001681990150301176 0.0017309411873657891 0.0012974569004041785 0.0013717768615917156 0.0014136444687197819 0.0012725286232854575
leaf_count=742 441 448 1795 181 303
internal_value=0 0.00512084 -0.00268089 -0.0097786 0.00390154
internal_weight=0 0.00297945 0.00578889 0.00278542 0.00300347
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=7
num_cat=0
split_feature=11 2 52 52 150 3
split_gain=2.35034e-05 3.04921e-05 4.12805e-05 4.05786e-05 3.13956e-05 5.72603e-05
threshold=0.077330000000000024 0.097940000000000013 -0.048794999999999991 0.10433000000000002 0.086420000000000011 -0.015794999999999997
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=0.00024092309073739658 -0.00027698251535824279 0.00050245027779890171 -0.0001455505504483674 0.00034438245731950096 -0.00037983572534091171 -0.00023952148871471369
leaf_weight=0.0019779062909868073 0.0010690610196948261 0.0010103954070859317 0.0017221195397748284 0.0010439649668751829 0.0010076291021958216 0.0018418710239692451
leaf_count=2025 279 404 380 258 230 334
internal_value=0 3.12839e-05 0.000163258 3.93581e-05 -7.19595e-05 9.25593e-06
internal_weight=0 0.00860389 0.00377648 0.00276608 0.00482741 0.00381978
internal_count=3910 3631 1042 638 2589 2359
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=7
num_cat=0
split_feature=52 16 0 16 2 1
split_gain=9.64816e-06 2.50643e-05 2.8343e-05 4.60922e-05 2.37461e-05 1.9988e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.10209999999999998 -0.50388999999999984 0.097940000000000013 1.0000000180025095e-35
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=-0.0018562125304203436 0.01144102410267701 -0.0014213139188015765 0.013446464196740147 -0.017451866871296712 0.016943766719548364 -0.020908526302311964
leaf_weight=0.0019588027207453861 0.0010003392787906709 0.0010582989863913072 0.001450835986242086 0.0012323039677598086 0.0010226040331195937 0.0010471389830455664
leaf_count=694 209 470 1441 253 496 347
internal_value=0 -0.00240991 0.00256483 -0.00450636 0.00459206 -0.0111133
internal_weight=0 0.00578892 0.00368348 0.00223264 0.00298141 0.00210544
internal_count=3910 2720 1903 462 1190 817
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=8
num_cat=0
split_feature=133 49 43 1 12 3 16
split_gain=1.95524e-05 3.64275e-05 3.69441e-05 6.85697e-05 4.8073e-05 2.98867e-05 2.63274e-05
threshold=0.08845500000000002 -0.006494999999999999 -0.019509999999999996 0.081005000000000008 0.080120000000000011 0.094625000000000015 -0.092014999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=7.9457958710998103e-06 -0.00025527919635886891 0.00069077921986733005 0.00035917601326847709 2.6384631285628236e-06 -0.0003541054549602946 -5.952610153252368e-05 -0.00038282442762728409
leaf_weight=0.0015440076550953703 0.0010431487191041025 0.0010136880349297197 0.0012368326738606125 0.0012349681160423536 0.0010794028426506 0.0013943208849818921 0.0011615207930891717
leaf_count=183 897 498 206 446 971 240 469
internal_value=0 2.88667e-05 0.000114531 0.00031285 -5.65422e-06 0.000137294 -0.000159817
internal_weight=0 0.00866474 0.00595921 0.00224866 0.00371056 0.00263115 0.00270553
internal_count=3910 3013 2361 944 1417 446 652
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=8
num_cat=0
split_feature=159 47 160 1 1 1 52
split_gain=2.49846e-05 3.61985e-05 2.98575e-05 3.65951e-05 0.000101131 2.22915e-05 5.11112e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.084835000000000008 0.11235500000000002 0.096035000000000023 0.076710000000000014 0.091210000000000013
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=-0.00028640154274988945 -0.00039060745464984241 0.0003117542003070365 0.00022911628002874105 0.00018978033790218609 -0.00071150410602700191 0.00019738059529796303 0.00020075894255819606
leaf_weight=0.0010764411365210341 0.0012706919836275483 0.0014629584777611096 0.0014250509730308275 0.0014053192257592797 0.0010333850956117671 0.0012426163885819932 0.001007364473742744
leaf_count=633 1030 226 433 402 296 539 351
internal_value=0 2.99743e-05 -2.58503e-05 -8.68198e-05 -0.000172175 -1.38712e-05 -0.000129103
internal_weight=0 0.00884739 0.00738443 0.00595938 0.00455406 0.00352067 0.00227806
internal_count=3910 3277 3051 2618 2216 1920 1381
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=7
num_cat=0
split_feature=16 1 16 13 3 2
split_gain=1.03644e-05 2.28724e-05 4.91336e-05 3.62701e-05 2.65945e-05 1.94072e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 -0.032264999999999995 -0.023079999999999996 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0094372937819386382 -0.023131033462665068 0.02333768733086675 -0.0029174392777202656 0.015076593841688177 -0.004405979168541063 -0.0034554495513900185
leaf_weight=0.0010337117455688225 0.0010019744022133925 0.0012374145766549563 0.0016811346124449343 0.0012649738242166218 0.0015705480488697385 0.0010032744586089114
leaf_count=179 1378 325 424 1003 302 299
internal_value=0 0.00122202 0.00821428 -0.00299369 0.00428552 -0.0132869
internal_weight=0 0.00775932 0.00291855 0.00484077 0.00283552 0.00200525
internal_count=3910 3731 749 2982 1305 1677
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=7
num_cat=0
split_feature=11 13 13 16 16 0
split_gain=1.90396e-05 3.06036e-05 3.02214e-05 5.63468e-05 7.18539e-05 5.14205e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 -0.19424999999999998 -0.072804999999999981 -0.087899999999999992
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=0.00025539004102517331 -0.00024230718597692723 -0.000427940153458847 0.00023588498365117726 0.00046493507622965858 0.00014180803024373432 -0.0003837867607485296
leaf_weight=0.0019031016196918629 0.0010619118747136865 0.0014159779811659754 0.0013485260572652126 0.001058468953846379 0.0013696402620987883 0.0014987220957185402
leaf_count=534 279 289 244 913 364 1287
internal_value=0 3.59921e-05 -2.64075e-05 -9.26101e-05 2.83067e-05 -0.000132816
internal_weight=0 0.00859444 0.00669134 0.00534281 0.00392683 0.00286836
internal_count=3910 3631 3097 2853 2564 1651
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=1.07646e-05 2.76302e-05 3.89289e-05 4.63556e-05 6.16742e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0087930960335120857 -0.0099466664503028834 0.019543299114557801 0.02254913159813432 -0.013144947117986855 -0.0079701815673501458
leaf_weight=0.0012071796614172457 0.0016789216463342178 0.0018832368346577897 0.0010023040493341122 0.001585506761426163 0.0014359505754424214
leaf_count=1060 1040 502 642 332 334
internal_value=0 0.00137358 0.00459109 0.000921254 0.00764039
internal_weight=0 0.00758592 0.005907 0.00490469 0.00331919
internal_count=3910 2850 1810 1168 836
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=7
num_cat=0
split_feature=15 484 52 0 0 150
split_gain=1.15009e-05 3.24853e-05 3.29154e-05 4.68692e-05 2.91345e-05 2.41983e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 -0.076734999999999984 0.082085000000000019
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=-0.011148964485676876 -0.0096449929772084372 0.017958792348961857 0.013910145893834597 -0.021966597235658844 0.01454555082979099 0.0068110521451419971
leaf_weight=0.0019945185093470075 0.0010873864241928233 0.0010204122480668622 0.0011853107361965744 0.0011965160688123888 0.0010888763708686109 0.0012024723261308307
leaf_count=851 1436 417 295 246 412 253
internal_value=0 0.00134252 -0.00120041 -0.00446736 0.000418023 -0.00439373
internal_weight=0 0.00768811 0.00666769 0.00548238 0.00428587 0.00319699
internal_count=3910 2474 2057 1762 1516 1104
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=7
num_cat=0
split_feature=0 43 2 3 0 12
split_gain=1.11625e-05 3.65408e-05 2.84911e-05 3.57914e-05 3.50572e-05 1.1374e-05
threshold=-0.017269999999999997 -0.079109999999999986 0.11230000000000001 0.090325000000000003 -0.10209999999999998 0.08598500000000002
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=-0.014657037286698938 0.013691908466192114 -0.012937820395643474 -0.0085298922001803053 0.022874787346253759 0.013338064823855668 -0.00027267418602842897
leaf_weight=0.0017188660621877388 0.001037988806587317 0.0010150823558823109 0.0015794224010291834 0.0010599906855261482 0.0010159756824809814 0.0013313436106825605
leaf_count=1197 259 248 439 162 1418 187
internal_value=0 -0.00219123 0.00239654 0.00797958 0.000205901 0.00584512
internal_weight=0 0.00638934 0.00467047 0.00309105 0.00203106 0.00236933
internal_count=3910 3464 2267 1828 1666 446
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=7
num_cat=0
split_feature=1 42 160 16 4 13
split_gain=1.02791e-05 1.88247e-05 3.98859e-05 4.46775e-05 5.40165e-05 5.23089e-05
threshold=0.12730000000000002 0.085545000000000024 0.069910000000000014 -0.25582999999999995 -0.00072999999999999985 -0.0038299999999999996
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=0.013691451942971174 0.0080467117140108051 -0.010534245430744353 0.017100065240831113 0.014551751600553574 -0.027418403882626643 -0.016623247947225559
leaf_weight=0.0011610241240350037 0.0013393233302675034 0.0017507432775826157 0.0012496987101108612 0.0011498029746382294 0.0010811381217164136 0.0010118908308487213
leaf_count=174 345 1430 354 670 322 615
internal_value=0 -0.00147334 0.00133256 -0.00314185 -0.00916864 -4.1294e-05
internal_weight=0 0.0074043 0.00565355 0.00440386 0.00324283 0.00216169
internal_count=3910 3565 2135 1781 1607 1285
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.03442e-05 2.64285e-05 4.6425e-05 1.9361e-05 1.64642e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.093815000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0017100733353554453 -0.014871791084391323 -0.014706638145758242 0.018713161046186349 0.014323789163587682 0.0004524543191294339
leaf_weight=0.0019290639197275603 0.0013359203378189568 0.0011230917686646824 0.0011203983735845733 0.0012353930115563234 0.0019788541870394338
leaf_count=1239 426 1086 224 609 326
internal_value=0 -0.00261285 0.0012658 0.00454949 -0.00503605
internal_weight=0 0.00555826 0.00422234 0.00316446 0.00310195
internal_count=3910 2062 1636 1848 1412
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=7
num_cat=0
split_feature=1 4 1 13 52 1
split_gain=1.00796e-05 3.63068e-05 1.97375e-05 3.36159e-05 3.32677e-05 6.32495e-05
threshold=0.076710000000000014 -0.084009999999999987 0.089455000000000021 -0.070604999999999987 -0.07125999999999999 0.11899000000000001
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=0.0046720789228158676 0.014610409707686751 -0.019623321842057374 0.012412079905487363 -0.020684231865381576 0.012877716791146038 -0.01903506653761658
leaf_weight=0.0014965059401320568 0.0010568734689509448 0.0010443324940672049 0.0014620743385584871 0.0010373282107755352 0.0015987422972796603 0.0010155588689468083
leaf_count=422 424 1586 609 349 367 153
internal_value=0 -0.00531379 0.00216987 -0.000401281 -0.00553162 0.000480786
internal_weight=0 0.00254084 0.00617058 0.0051137 0.00365163 0.0026143
internal_count=3910 2008 1902 1478 869 520
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=8
num_cat=0
split_feature=157 160 42 160 13 16 16
split_gain=1.96578e-05 4.13685e-05 3.70614e-05 4.21475e-05 4.60501e-05 5.76922e-05 0.000105692
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 -0.074204999999999979 -0.50909499999999996
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=0.00025298516655123185 -0.00036490489090690846 -0.00032024735500132197 -0.00018933608117029078 -0.00026891937634061547 1.5013639986588e-05 -1.4166107822718039e-05 0.00086599947471060416
leaf_weight=0.0010187567072922265 0.0012493512384652563 0.0010481167724208634 0.00117283249127559 0.0011086912581294607 0.0010723657026164002 0.0017533091523190226 0.0011769977397093634
leaf_count=517 856 878 140 301 141 573 504
internal_value=0 -3.51001e-05 2.10953e-05 7.80265e-05 0.000152349 0.000252467 0.000460299
internal_weight=0 0.00858166 0.00733231 0.0062842 0.00517551 0.00400267 0.00224936
internal_count=3910 3393 2537 1659 1358 1218 645
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=7
num_cat=0
split_feature=1 484 150 4 2 52
split_gain=1.21833e-05 2.00548e-05 3.10936e-05 2.20516e-05 4.09634e-05 2.1055e-05
threshold=0.12864500000000004 0.073820000000000011 0.08486500000000001 -0.00072999999999999985 0.093815000000000009 0.071660000000000015
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=-0.011290063863586726 0.0088514365116529187 0.011310939521046507 0.0092191355833630816 -0.028832891009783979 -0.0016241855696830132 0.0064757557005884984
leaf_weight=0.0012006206122524773 0.0013152652517188961 0.0010355474287235614 0.001441503314929888 0.0010789658415702246 0.001135792288079609 0.0015011815876030594
leaf_count=1154 331 450 308 356 411 900
internal_value=0 -0.00159405 -0.00369591 -0.00748252 -0.0148795 -0.00141898
internal_weight=0 0.00739361 0.00635806 0.00491656 0.00221476 0.0027018
internal_count=3910 3579 3129 2821 767 2054
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=9
num_cat=0
split_feature=50 156 12 160 52 2 13 15
split_gain=5.69715e-05 4.71661e-05 6.16629e-05 7.33234e-05 5.97256e-05 4.02031e-05 8.15995e-05 5.63986e-05
threshold=0.084340000000000012 0.082605000000000026 -0.036459999999999992 0.087825000000000014 -0.081429999999999989 0.086915000000000006 -0.094679999999999986 -0.042544999999999993
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=-0.00030821821578652431 -0.00045268001165834997 -0.00033746954522039896 0.00062086697454597167 -0.00030710809384751754 4.6622520180692996e-05 0.00039079337309554671 -0.00028001003805917476 0.00068464977511927439
leaf_weight=0.0012884193851758858 0.0010000504866944015 0.001134328910734784 0.0012578644789876412 0.0011138016631932791 0.0011313563604585333 0.0011738628945116496 0.0017169677319411433 0.0010065646599065436
leaf_count=384 731 535 329 291 165 112 794 569
internal_value=0 3.85674e-05 8.76591e-05 0.000156582 0.000238734 0.000143149 -7.62077e-06 0.000347015
internal_weight=0 0.00982317 0.00868884 0.00740042 0.00628662 0.00502875 0.00289083 0.00213792
internal_count=3910 3179 2644 2260 1969 1640 906 734
is_linear=0
shrinkage=0.00196078


Tree=7175
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.16554e-05 2.84813e-05 3.08723e-05 4.76878e-05 7.37002e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085875000000000021 -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=-0.012095558704145014 0.0078336309090678794 0.029005228560960758 -0.011894791972956842 -0.0095438926621944468 -0.0038702064390291448
leaf_weight=0.0019335489578527001 0.0015527500423300243 0.0014713111071791899 0.0012115362409713089 0.0012903711210363461 0.0012709591499279944
leaf_count=1859 288 677 310 243 533
internal_value=0 -0.00172153 0.00210342 0.00630894 0.0137685
internal_weight=0 0.00717773 0.00524418 0.00403264 0.00274227
internal_count=3910 3622 1763 1453 1210
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=8
num_cat=0
split_feature=1 0 13 0 0 12 49
split_gain=1.06556e-05 3.42124e-05 2.33267e-05 3.47368e-05 5.25703e-05 2.02957e-05 1.53146e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.13934999999999997 -0.074249999999999997 -0.13027499999999997 0.051320000000000005 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.014115628793448584 0.018683341491495292 -0.0065636788726212564 -0.0051506195593807921 0.00062844995483243903 -0.023506610463914709 0.02029245416619313 0.011968303944837186
leaf_weight=0.0012825408452830055 0.0010766727075518529 0.0010703031981629512 0.0010226494196476582 0.0010060180980698474 0.0010878548835807841 0.0010974746365936669 0.0010686844868439257
leaf_count=182 246 305 159 226 2016 572 204
internal_value=0 0.00609728 -0.0020182 0.000918845 -0.00567715 0.0108879 0.00359726
internal_weight=0 0.00214698 0.00656522 0.00528268 0.00317919 0.00210349 0.00209133
internal_count=3910 551 3359 3177 2379 798 363
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=6
num_cat=0
split_feature=52 13 2 150 0
split_gain=1.15365e-05 3.45274e-05 3.34811e-05 3.37664e-05 2.47346e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11203000000000002 0.085285000000000014 -0.068484999999999976
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012915992136444735 -0.009007219010147725 0.013847222741746771 -0.019098939730638101 -0.014813172342050276 -0.003009087985956805
leaf_weight=0.0019453579635788087 0.0012259525464025662 0.0018212890519832829 0.0010035447376864027 0.0010303293176804149 0.0016675683487058783
leaf_count=520 647 1700 381 253 409
internal_value=0 0.00145942 -0.00257611 0.001093 0.00579042
internal_weight=0 0.00746809 0.00552273 0.00451919 0.00348886
internal_count=3910 3263 2743 2362 2109
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=7
num_cat=0
split_feature=1 13 0 49 15 16
split_gain=1.10895e-05 1.78212e-05 3.4719e-05 3.47178e-05 3.63758e-05 4.69109e-05
threshold=0.12730000000000002 -0.13934999999999997 -1.0000000180025095e-35 -0.07107999999999999 -0.0089749999999999986 -0.072804999999999981
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=-0.011423820405245462 0.0083606520066938621 -0.018891318621402444 0.015425420927174725 0.007530013815347532 0.016040603453125021 -0.020822784785849466
leaf_weight=0.0014613079469516762 0.0013372830905998036 0.0010739382733584665 0.0012879346168116123 0.0012667981548559976 0.0011717007971953088 0.0010819666307138058
leaf_count=219 345 269 303 487 1462 825
internal_value=0 -0.0015402 0.000915123 -0.0031525 0.00164871 -0.0055308
internal_weight=0 0.00734365 0.00588234 0.0045944 0.00352047 0.00234876
internal_count=3910 3565 3346 3043 2774 1312
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=6
num_cat=0
split_feature=52 1 16 0 1
split_gain=1.16247e-05 2.75639e-05 1.99074e-05 3.25518e-05 1.48617e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.055679999999999993 -0.11756999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.0034205184732591155 -0.008631709252917813 0.016089504027471828 -0.0020749991514069747 0.010380204230757722 -0.018977644638064669
leaf_weight=0.0016598361749898915 0.0016382398562348548 0.0012845687176849022 0.0010506880929515793 0.0020000803726252809 0.001030261284958903
leaf_count=742 339 448 470 1564 347
internal_value=0 0.00509121 -0.00264224 0.00181964 -0.0104434
internal_weight=0 0.0029444 0.00571927 0.00363832 0.00208095
internal_count=3910 1190 2720 1903 817
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=8
num_cat=0
split_feature=15 3 13 0 150 2 12
split_gain=2.14388e-05 4.19025e-05 4.4433e-05 3.5771e-05 4.49174e-05 2.71128e-05 2.70717e-05
threshold=-0.03231499999999999 0.10666500000000002 0.086705000000000018 -0.06402999999999999 0.08486500000000001 0.099015000000000006 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00034460428794861291 -0.00016771545324601033 0.00020382882793128844 0.00012015368535307461 0.00040350820634272981 0.00034414097598749931 4.3498343515648872e-05 -0.00060627700433170167
leaf_weight=0.0012519353319960221 0.0011314638306520728 0.0012559289187420329 0.0010117049191537583 0.001081613500354506 0.0010582747088453514 0.001547492600573256 0.0010372142908545998
leaf_count=738 223 114 248 335 229 434 1589
internal_value=0 -9.94178e-05 -0.00021917 8.8378e-05 2.24932e-08 -0.000130065 -0.000377466
internal_weight=0 0.00443631 0.00318038 0.00493932 0.0038577 0.00279943 0.00216868
internal_count=3910 2174 2060 1736 1401 1172 1812
is_linear=0
shrinkage=0.00196078


Tree=7181
num_leaves=6
num_cat=0
split_feature=4 151 0 47 3
split_gain=1.94937e-05 2.90763e-05 4.64109e-05 2.112e-05 3.35098e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 0.084695000000000006 -0.069909999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00020345165000710874 0.00018090693508766395 -0.00046760411533511585 -0.00029498404128191472 0.00015654574491864344 8.9969318299864756e-05
leaf_weight=0.0014722768455321857 0.0018230620420416153 0.0011042538974582452 0.0018246430788831144 0.0016712751584177961 0.0016606382322285557
leaf_count=558 426 201 1879 361 485
internal_value=0 -4.44867e-05 -0.000102791 -2.46682e-05 -0.000111565
internal_weight=0 0.00773309 0.00626081 0.00515656 0.00348528
internal_count=3910 3484 2926 2725 2364
is_linear=0
shrinkage=0.00196078


Tree=7182
num_leaves=7
num_cat=0
split_feature=15 3 4 0 150 15
split_gain=1.12464e-05 3.15187e-05 3.72668e-05 2.74117e-05 4.14096e-05 2.24484e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.06402999999999999 0.082085000000000019 -0.14487999999999998
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=0.0021422582990204856 -0.00028276690978959695 0.010111589743985627 -0.023365639689306925 0.017974255747743768 0.014214566117938338 -0.01743963882881119
leaf_weight=0.0010816131849232715 0.0017813392503612233 0.0011624711465843644 0.0011515876813808176 0.0010057214953316184 0.0012238646077561634 0.0012761645798562383
leaf_count=368 1212 114 848 335 277 756
internal_value=0 -0.00382304 -0.00934605 0.00338649 -0.000709744 -0.00845659
internal_weight=0 0.0040954 0.00293293 0.00458736 0.00358164 0.00235778
internal_count=3910 2174 2060 1736 1401 1124
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=6
num_cat=0
split_feature=52 13 1 2 48
split_gain=9.33502e-06 3.1535e-05 2.70442e-05 2.36826e-05 4.12359e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.084235000000000018 0.083775000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.012279074687045262 -0.0081208203524520406 0.014354433891457128 -0.012670740310754647 -0.013806975890112759 0.011733234396601714
leaf_weight=0.0019399699242484284 0.001220200708836449 0.0011340632072317108 0.0017839609615403276 0.001490616952261927 0.0010976754384689645
leaf_count=520 647 675 349 1390 329
internal_value=0 0.0013153 -0.00254742 0.00230424 -0.00297556
internal_weight=0 0.00744629 0.00550632 0.00372236 0.00258829
internal_count=3910 3263 2743 2394 1719
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=7
num_cat=0
split_feature=43 1 0 4 3 1
split_gain=1.03388e-05 2.6226e-05 4.38794e-05 2.45054e-05 1.98539e-05 1.22162e-05
threshold=-0.049504999999999987 0.11849500000000002 -0.23029999999999998 -0.14301 -0.075954999999999981 0.095575000000000007
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.002407246036077542 0.011308056912009474 0.010793250000609413 -0.00088985785948599927 -0.026569031934453716 0.013638987574574976 -0.011066018136906575
leaf_weight=0.001773021396760238 0.0010812492002474712 0.0011531905797774935 0.0012482242408079058 0.0010000224240772398 0.0013644970529640811 0.0010336645605938421
leaf_count=1259 132 261 248 1247 565 198
internal_value=0 -0.00261865 -0.00616344 -0.0119196 0.00457121 -0.0186893
internal_weight=0 0.00551635 0.00436316 0.00328191 0.00313752 0.00203369
internal_count=3910 2086 1825 1693 1824 1445
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=8
num_cat=0
split_feature=16 40 12 12 1 4 0
split_gain=1.80356e-05 2.79181e-05 4.32936e-05 3.74255e-05 5.18858e-05 0.00010984 3.9403e-05
threshold=0.3935300000000001 -0.018084999999999997 0.10058500000000002 0.092150000000000024 0.094695000000000015 0.053925000000000008 -0.11524
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=0.00028311813581035104 -0.00024720423916917573 4.5558668859699905e-05 -0.00039713232627162486 0.00038074278850423439 0.00063575598533245061 -0.00020769808609583944 -0.00042352667128771348
leaf_weight=0.0013362943392640015 0.001070340498141204 0.0012493703972776562 0.0010323695053381272 0.0010155712617177758 0.0011009788543894562 0.0012881064131857055 0.0015335236876900947
leaf_count=388 380 211 399 512 185 254 1581
internal_value=0 2.27743e-05 -2.54113e-05 3.66089e-05 -3.09653e-05 0.000180997 -0.000212932
internal_weight=0 0.00855621 0.00721992 0.00618755 0.00517198 0.00238909 0.00278289
internal_count=3910 3530 3142 2743 2231 439 1792
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=6
num_cat=0
split_feature=4 16 4 47 2
split_gain=9.0096e-06 3.23079e-05 2.89923e-05 2.29091e-05 3.38451e-05
threshold=0.0057500000000000008 0.20277000000000003 -0.076854999999999993 0.09252500000000001 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-4.1522068603988557e-06 0.016112397086666404 0.011129086692747866 -0.019288439441498648 -0.007779063627462543 -0.0058004272298434545
leaf_weight=0.0017770314097725936 0.0019036143795264804 0.0011462448623709449 0.0013889640527419084 0.0013230540855921451 0.001119299297531754
leaf_count=1126 530 376 1291 229 358
internal_value=0 -0.00325624 -0.00846442 0.00319543 0.0079987
internal_weight=0 0.00431224 0.003166 0.00434597 0.00302291
internal_count=3910 2793 2417 1117 888
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=9.16723e-06 2.36597e-05 4.10484e-05 3.04465e-05 3.9584e-05 8.09486e-05
threshold=-0.52908499999999992 0.10498500000000001 0.082465000000000024 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.0089236219607743 -0.014636314102640586 0.019150567084174244 -0.0049624833981928677 -0.018276317328276562 0.028826154325737353 -0.0069373111212662937
leaf_weight=0.0010191942634162525 0.0011211790181148472 0.0015794773862986564 0.0012765684495804645 0.0010388774969381787 0.0010779541839138831 0.0015328861567624526
leaf_count=179 1060 550 199 443 851 628
internal_value=0 0.00117417 0.00837274 -0.00313518 0.00107964 0.00782858
internal_weight=0 0.00762694 0.00285605 0.0047709 0.00373202 0.00261084
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=7
num_cat=0
split_feature=147 52 13 0 1 16
split_gain=1.60218e-05 2.90043e-05 4.1506e-05 3.91262e-05 8.46447e-05 3.56507e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.090744999999999978 -0.017269999999999997 0.11097000000000001 -0.074204999999999979
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=0.00025992302227527636 0.00023476802618320231 -0.0003111750850531368 -0.00023757949913543567 0.00023435264155010003 -0.00057841035052999946 0.00022602888562092355
leaf_weight=0.0019891457988290059 0.0010002977854629879 0.001190586906256833 0.0010900399474672246 0.0012114291949417927 0.0012979403754825583 0.0015367961719853027
leaf_count=486 234 639 931 298 243 1079
internal_value=0 -2.78871e-05 1.94479e-05 -7.36831e-05 -0.000168762 3.36485e-05
internal_weight=0 0.00831594 0.00712535 0.00513621 0.00392478 0.00262684
internal_count=3910 3676 3037 2551 2253 2010
is_linear=0
shrinkage=0.00196078


Tree=7189
num_leaves=7
num_cat=0
split_feature=11 13 16 3 12 4
split_gain=1.79914e-05 3.19615e-05 4.23522e-05 4.13615e-05 6.45793e-05 4.845e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.016619999999999996 0.086355000000000015 0.0057500000000000008
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=0.00014894928031904144 -0.0003479467552334691 -0.00049426009344432351 0.00050024848113447808 -0.00048630637897177057 -0.0001436109541171629 7.1302626309033949e-06
leaf_weight=0.0018773003265945181 0.0010591417124322941 0.0010895759073707495 0.001004783164821021 0.0014372457891617522 0.0014827425154346316 0.0016357893998260979
leaf_count=534 279 261 664 305 1680 187
internal_value=0 -7.69852e-05 -0.000140765 -7.14991e-05 0.000116462 -0.000223648
internal_weight=0 0.00852744 0.00665014 0.00556056 0.00248753 0.00307304
internal_count=3910 3631 3097 2836 2344 492
is_linear=0
shrinkage=0.00196078


Tree=7190
num_leaves=8
num_cat=0
split_feature=16 0 4 4 16 3 3
split_gain=3.47161e-05 3.23943e-05 6.42856e-05 4.62044e-05 5.49594e-05 2.63488e-05 2.33629e-05
threshold=0.3935300000000001 -0.061129999999999997 -0.23071499999999998 0.0057500000000000008 -0.30307999999999996 0.045635000000000002 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00042449465380872643 -0.00033542878518119732 -7.1582178124209657e-05 0.00052038477599583718 -0.00018686010012912692 7.2533188334758628e-05 0.00051211231345679557 -3.1617048970404912e-05
leaf_weight=0.001379976414649711 0.0010957192607077204 0.0014953552253841721 0.0013349629262993088 0.0015600549226131109 0.0010173667038582031 0.0010816417188507094 0.0010062743204406754
leaf_count=2112 380 191 312 402 289 94 130
internal_value=0 3.45044e-05 0.000207628 -4.65493e-05 9.18822e-05 0.000299053 -0.000258819
internal_weight=0 0.00887563 0.00283032 0.00604531 0.00365906 0.00209901 0.00238625
internal_count=3910 3530 503 3027 785 383 2242
is_linear=0
shrinkage=0.00196078


Tree=7191
num_leaves=7
num_cat=0
split_feature=15 484 52 0 3 47
split_gain=1.0015e-05 2.90749e-05 2.81834e-05 5.31113e-05 3.21084e-05 3.81964e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 -0.074234999999999982 0.085765000000000022
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=0.013629386907603444 -0.0091394000446518749 0.017046630286399876 0.012764811574145031 -0.022941222031093819 0.0034807776964211196 -0.020666464327671392
leaf_weight=0.0013584310981209222 0.0010764301287062364 0.001001110509135328 0.0011796974938540726 0.0011913113317679911 0.0018581879803252182 0.0010117382906557045
leaf_count=761 1436 417 295 246 597 158
internal_value=0 0.0011667 -0.00124225 -0.00429116 0.000963369 -0.00503188
internal_weight=0 0.00760048 0.00659937 0.00541967 0.00422836 0.00286993
internal_count=3910 2474 2057 1762 1516 755
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=6
num_cat=0
split_feature=52 13 3 2 52
split_gain=1.08782e-05 2.80568e-05 2.91962e-05 3.72046e-05 2.75701e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.016619999999999996 0.086245000000000002 -0.053514999999999993
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.01169916516615687 -0.0088173318504227507 0.018029840820710418 0.0053516277352247468 -0.018610921042942968 -0.0027232050800056608
leaf_weight=0.0019339179209868834 0.0012287951863081681 0.0010202459525770389 0.0010406236917874451 0.0017170128661601865 0.0017181964580149363
leaf_count=520 647 753 178 370 1442
internal_value=0 0.00133983 -0.00230533 -0.0095684 0.00500864
internal_weight=0 0.00743 0.00549608 0.00275764 0.00273844
internal_count=3910 3263 2743 548 2195
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=8
num_cat=0
split_feature=159 2 0 2 13 15 3
split_gain=4.14137e-05 2.82242e-05 5.35716e-05 6.73328e-05 4.6685e-05 3.76367e-05 4.76024e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.15517999999999996 0.11260500000000001 -0.086679999999999993 -0.017214999999999998 -0.073984999999999981
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=-0.00037122511807792741 -0.00043312332004294586 -0.00017761712791906722 3.4636116461905005e-05 0.00066422889436702445 0.00018074349539604043 0.0002652652908091619 -0.00039296002882176163
leaf_weight=0.0010562801004828587 0.0010154072136111946 0.0011991789552283764 0.0014288585523262124 0.0012028689232976351 0.0010394718659032126 0.0016356574024658358 0.001195639113113814
leaf_count=633 502 154 391 490 394 1077 269
internal_value=0 3.98759e-05 0.000165881 0.000322401 -5.8916e-05 3.92487e-05 -0.000126151
internal_weight=0 0.00871708 0.00383091 0.00263173 0.00488618 0.00387077 0.00223511
internal_count=3910 3277 1035 881 2242 1740 663
is_linear=0
shrinkage=0.00196078


Tree=7194
num_leaves=7
num_cat=0
split_feature=11 16 2 2 52 4
split_gain=1.01948e-05 2.33961e-05 2.94776e-05 2.40997e-05 4.43521e-05 3.67695e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.114165 0.10113500000000002 -0.088354999999999989 -0.0010999999999999996
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=-0.011628102949145619 -0.0095720782649001065 -0.011591625766037519 0.019306470452572881 -0.01206240505461164 0.020915800870237339 -0.0012379481151751537
leaf_weight=0.0012075945738741715 0.001003443636102966 0.0012655694691950489 0.0010014937996928588 0.0011723037205669104 0.0016268652414530198 0.0013887142694981743
leaf_count=371 304 498 422 301 1593 421
internal_value=0 0.0011472 0.00353722 0.000641286 0.00411993 0.0107137
internal_weight=0 0.00766254 0.00645495 0.00545345 0.00428115 0.00301558
internal_count=3910 3606 3235 2813 2512 2014
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=7
num_cat=0
split_feature=4 151 0 47 13 43
split_gain=1.10003e-05 2.16076e-05 3.65608e-05 1.6956e-05 2.54628e-05 1.72681e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14808999999999997 0.084695000000000006 -0.10241499999999999 -0.08799499999999999
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=0.0096294442064260698 0.0072265109560146245 -0.021314706025524769 0.007955381682752817 0.0080151207022429727 -0.002357381134346059 -0.020656045731626032
leaf_weight=0.0013330330887547891 0.0016627020143752886 0.0010548345895228014 0.0010264178809584181 0.001509292404817889 0.0010531603291022581 0.0010105573136467059
leaf_count=556 441 207 144 359 464 1739
internal_value=0 -0.00182349 -0.0045236 -0.000672717 -0.00491605 -0.0113178
internal_weight=0 0.0069873 0.00565426 0.00459943 0.00309014 0.00206372
internal_count=3910 3469 2913 2706 2347 2203
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=7
num_cat=0
split_feature=52 151 2 1 16 2
split_gain=1.05955e-05 2.57194e-05 3.68177e-05 3.45637e-05 3.32299e-05 1.36287e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.089910000000000004 0.095575000000000007 0.15100500000000003 0.11005500000000001
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=-0.0095072932908251487 -0.008690140188995053 -0.018332027828622952 0.027774559270111177 0.0052366224626503284 -0.0019065900049542264 0.011317305338975903
leaf_weight=0.0016862247874570102 0.0012254688637062441 0.0010452761148238129 0.0010030180708089506 0.0015374198605716141 0.0011305408114208933 0.0010098069356277082
leaf_count=620 647 1246 431 300 389 277
internal_value=0 0.00134758 0.00454415 -0.00430215 0.0118126 0.0195182
internal_weight=0 0.00741229 0.00572606 0.0025827 0.00314337 0.00201283
internal_count=3910 3263 2643 1546 1097 708
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=7
num_cat=0
split_feature=133 43 4 15 15 2
split_gain=1.54031e-05 2.4782e-05 3.49106e-05 4.42827e-05 3.76163e-05 5.82874e-06
threshold=0.088055000000000008 -0.083899999999999988 -0.06272999999999998 -0.07142999999999998 -0.10071499999999999 0.10910500000000002
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=0.00021887356517570324 -0.00023281508238383149 -0.00029866709568994167 0.00016129681408169865 0.00031336959328316264 -0.00039666065957444808 -4.4995348009117717e-05
leaf_weight=0.0019221595500723589 0.0010063833405301705 0.001480359174944392 0.0010848482887806084 0.0015864361207468319 0.001025690348411973 0.0010232905281054451
leaf_count=652 927 980 268 460 426 197
internal_value=0 2.43518e-05 -3.59489e-05 4.64442e-05 -8.86812e-05 6.11626e-05
internal_weight=0 0.00812278 0.00620062 0.00472027 0.00313383 0.00210814
internal_count=3910 2983 2331 1351 891 465
is_linear=0
shrinkage=0.00196078


Tree=7198
num_leaves=7
num_cat=0
split_feature=1 4 1 43 13 2
split_gain=1.01065e-05 2.86908e-05 2.0982e-05 3.18176e-05 5.73751e-05 3.14696e-05
threshold=0.076710000000000014 -0.084009999999999987 0.096230000000000024 -0.080894999999999981 -0.057284999999999996 0.11230000000000001
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=0.0034251167135671834 0.011161175052684847 -0.018317149782567436 -0.01639201402667002 0.021414639914164618 0.0056975696513787864 -0.018928672858961593
leaf_weight=0.0014944537091336376 0.0018092406127839704 0.0010219529728314654 0.0010950538690789693 0.0011359440380110755 0.0010441802715897164 0.0010315477921515187
leaf_count=422 779 1586 283 418 267 155
internal_value=0 -0.00540477 0.00212434 -0.001672 0.00334695 -0.00654062
internal_weight=0 0.00251641 0.00611597 0.00430673 0.00321167 0.00207573
internal_count=3910 2008 1902 1123 840 422
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=8
num_cat=0
split_feature=11 16 133 15 2 49 1
split_gain=2.75741e-05 2.6953e-05 7.44548e-05 3.66726e-05 3.32673e-05 2.98418e-05 3.60263e-05
threshold=0.077330000000000024 0.15100500000000003 0.058050000000000011 -0.015439999999999997 0.096540000000000015 -0.006494999999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=-0.00034239322129448851 -0.00030146518994700078 -0.00039568629812971673 0.00058176013596173413 0.00023535268293225936 8.0548833715524828e-05 -0.00022528303895955133 0.00029380635633905876
leaf_weight=0.0013307291055194223 0.0010514079163494944 0.0010843363043576558 0.0010362658345872957 0.0017592340300758174 0.0011750747269361288 0.0010273005010487794 0.001028854138739755
leaf_count=270 279 246 1118 1086 289 393 229
internal_value=0 3.52662e-05 0.000102245 5.68552e-06 -0.000148006 -0.000113609 3.44578e-05
internal_weight=0 0.00844179 0.00618238 0.00514612 0.00225941 0.00338688 0.00205615
internal_count=3910 3631 3096 1978 535 892 622
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=7
num_cat=0
split_feature=11 16 16 15 1 2
split_gain=2.24585e-05 2.12767e-05 3.29195e-05 3.79432e-05 6.63916e-05 2.64904e-05
threshold=0.077330000000000024 -0.42360999999999993 0.15100500000000003 -0.0071449999999999994 0.094385000000000011 0.096540000000000015
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=-0.00019679838616705876 -0.00027493664798183273 -0.00037252283383660867 -0.0003464344027118945 0.00037423105502043085 0.00025011454401703846 8.2102256430407406e-05
leaf_weight=0.0013196729358150956 0.0010323015775563381 0.0010441366046840296 0.0010625205011661368 0.0019768458226846189 0.0017823380767884632 0.0011601275069958619
leaf_count=385 279 809 246 1485 417 289
internal_value=0 3.16413e-05 7.45487e-05 0.000165848 2.01042e-05 -0.000122757
internal_weight=0 0.00834564 0.00702597 0.00480332 0.00282647 0.00222265
internal_count=3910 3631 3246 2711 1226 535
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=6
num_cat=0
split_feature=2 52 0 2 48
split_gain=1.07499e-05 4.63707e-05 2.92518e-05 3.81526e-05 2.40593e-05
threshold=0.10946500000000002 0.084240000000000023 -0.10575999999999998 0.08400500000000001 0.082070000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.012586390263525843 0.014207245164263317 -0.017585304554571954 -0.013383302802376538 0.010339446104703292 -0.0054014640488620662
leaf_weight=0.0018013672572214845 0.0013958779574825785 0.001503289742659189 0.0016674397797120403 0.0011424344397475477 0.0011341169249990855
leaf_count=356 536 1070 785 932 231
internal_value=0 -0.00233326 0.00263899 -0.00373814 0.00541728
internal_weight=0 0.00611453 0.00461124 0.00280987 0.00252999
internal_count=3910 3143 2073 1717 767
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=8
num_cat=0
split_feature=11 16 15 52 16 13 2
split_gain=3.62949e-05 2.77406e-05 3.23378e-05 3.0498e-05 3.83073e-05 8.14619e-05 8.08324e-05
threshold=0.077330000000000024 -0.19424999999999998 -0.106555 0.10701500000000001 0.26538000000000006 -0.00059999999999999995 0.090905000000000014
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=0.00010695745266279214 -0.00034129749802345836 0.00044950213370661491 -0.00034252225131345475 0.0004114312327109624 -0.00027554441994758573 0.00021635299463640495 -0.00051943707444907243
leaf_weight=0.0011250018431976216 0.0011006197056512681 0.0017721414058380776 0.0013585135017082648 0.0010466815249708383 0.0011263025446222883 0.0013005736924278492 0.0010275736222576833
leaf_count=292 279 1690 227 526 361 344 191
internal_value=0 3.64862e-05 -0.000138913 0.000105925 4.47439e-05 0.000132723 -0.000108402
internal_weight=0 0.00875679 0.00248352 0.00627327 0.00522659 0.00410029 0.00232815
internal_count=3910 3631 519 3112 2586 2225 535
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=6
num_cat=0
split_feature=13 16 12 3 4
split_gain=1.13803e-05 3.08062e-05 3.52666e-05 5.59403e-05 2.65312e-05
threshold=0.11202500000000001 0.15100500000000003 0.085775000000000004 -0.010319999999999998 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.026201332685171743 0.007687024863386906 -0.014606893765152071 -0.012182182801665737 -0.012106652682494582 0.0067145252804671875
leaf_weight=0.001048048323876883 0.001554472002154683 0.0014778679352186993 0.0013926955874935497 0.0012082429877006196 0.0019703520982840192
leaf_count=773 288 565 1679 225 380
internal_value=0 -0.00175994 0.00161877 0.00616623 -0.000439754
internal_weight=0 0.00709721 0.00561934 0.00422664 0.0031786
internal_count=3910 3622 3057 1378 605
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=8
num_cat=0
split_feature=124 484 1 457 43 1 52
split_gain=3.64632e-05 3.67969e-05 4.52572e-05 3.61557e-05 3.63588e-05 4.73426e-05 8.08263e-05
threshold=-0.048219999999999992 0.084225000000000008 0.12485500000000001 0.041935000000000007 -0.15109999999999998 0.095575000000000007 0.048490000000000012
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=0.00035070953340745313 0.00010263211482745014 0.0003036417566998902 0.0002315054818279541 0.00015960823529197242 -0.0008246601818471998 -7.3868706289347135e-05 -0.00011311283174290553
leaf_weight=0.0010021017800512623 0.0010686107746056776 0.0010404630014697108 0.0014055387091958076 0.0011551720682820331 0.0012738566985321046 0.0019701881401836237 0.0011844682738628945
leaf_count=319 241 438 223 208 1099 464 918
internal_value=0 -4.33758e-05 -8.81842e-05 -0.00015573 -0.000221996 -0.000300329 -0.000481823
internal_weight=0 0.0090983 0.00805783 0.0066523 0.00549712 0.00442851 0.00245832
internal_count=3910 3591 3153 2930 2722 2481 2017
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=8
num_cat=0
split_feature=11 13 16 16 15 52 15
split_gain=2.7235e-05 3.1316e-05 4.68182e-05 8.55472e-05 9.0664e-05 3.11379e-05 1.64412e-05
threshold=0.077330000000000024 0.14810000000000004 0.15100500000000003 -0.19424999999999998 -0.0071449999999999994 -0.072349999999999984 -0.10071499999999999
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=-8.9598648135714903e-05 -0.00030476709229917731 0.00030110621924270189 -0.0003285287523844672 -0.0002515874648906125 0.00065375486891699347 0.00020063139996167386 -0.00044336006410876919
leaf_weight=0.0010109530071703214 0.001063610074366588 0.0013577086857232195 0.0015259431984633561 0.0010123226647612983 0.0012943134497978154 0.0013881004748828995 0.0010094209847550805
leaf_count=265 279 244 472 341 1360 748 201
internal_value=0 2.78359e-05 -2.34028e-05 5.80663e-05 0.000235463 9.9186e-06 -0.000266345
internal_weight=0 0.00859876 0.00724105 0.00571511 0.00369474 0.00240042 0.00202037
internal_count=3910 3631 3387 2915 2449 1089 466
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=7
num_cat=0
split_feature=43 52 16 4 52 2
split_gain=9.48923e-06 2.49901e-05 4.67373e-05 1.78571e-05 2.09638e-05 1.51554e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.08734500000000002 -0.021309999999999996 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0088121292704778278 -0.014595012704161792 -0.013894082679203168 0.018739067254768347 0.014714332321943203 -0.011316903022092862 0.00045736505004822549
leaf_weight=0.0010473808774507556 0.0013151526022982512 0.0012050168222003876 0.0011161340128398277 0.0010834448173095293 0.0010225089521974861 0.0018898156531853697
leaf_count=691 427 857 228 292 841 574
internal_value=0 -0.00256195 0.00119617 0.00431295 -0.00113145 -0.00513057
internal_weight=0 0.00552612 0.00421097 0.00315333 0.00206989 0.00309483
internal_count=3910 2086 1659 1824 1532 1431
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=9.26451e-06 2.93089e-05 2.9529e-05 4.19452e-05 7.24511e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085875000000000021 -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=-0.012168512321350014 0.0069249135990451724 0.028618590422857623 -0.011506329428934174 -0.0084732360862850142 -0.0041205200503678157
leaf_weight=0.0019135400774480194 0.0015584410877225894 0.0014597308300662894 0.0011921343772792843 0.0012838776975240976 0.0012588867334044126
leaf_count=1859 288 677 310 243 533
internal_value=0 -0.00158866 0.00230863 0.00642339 0.0134584
internal_weight=0 0.00710817 0.00519463 0.0040025 0.00271862
internal_count=3910 3622 1763 1453 1210
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=8
num_cat=0
split_feature=2 40 4 150 0 52 52
split_gain=2.05834e-05 5.52472e-05 4.85104e-05 6.60293e-05 4.03918e-05 3.38594e-05 2.74511e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.034289999999999994 0.086420000000000011 -0.089879999999999974 1.0000000180025095e-35 0.071660000000000015
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=-0.00047927015588907455 -2.5225011201512679e-05 -0.00044975395519525601 9.990263736740505e-05 -0.00028459314012376668 0.00058552335623374867 0.00042196246499686367 -3.0911150075652669e-06
leaf_weight=0.0010525947044017379 0.0018487427078368224 0.0010660090777654136 0.0015706259529899539 0.0010074089096741012 0.0011339069382070095 0.0010047589859412201 0.0010501332248799037
leaf_count=266 517 796 510 225 576 250 770
internal_value=0 -6.58406e-05 8.82779e-06 0.000143897 0.000303505 0.000132236 -0.000228098
internal_weight=0 0.00688068 0.00582808 0.00371194 0.00270453 0.0028535 0.00211614
internal_count=3910 3143 2877 1311 1086 767 1566
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=8
num_cat=0
split_feature=15 42 15 0 16 0 43
split_gain=9.40305e-06 2.73644e-05 3.37376e-05 6.56497e-05 3.57842e-05 4.78227e-05 2.94258e-05
threshold=0.079360000000000014 0.078965000000000021 -0.017214999999999998 0.0059850000000000016 -0.055679999999999993 -0.14808999999999997 -0.08040499999999999
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=-0.0072627317810738945 -0.0088210826907997673 -0.020873480047416706 0.032221357168647539 -0.0028926978894924463 -0.015831716233107942 0.021624991019818393 0.0032972900840702794
leaf_weight=0.0012649466827301678 0.0010726330184694247 0.0010090773357027691 0.0010661192769864749 0.0010636425598558874 0.0011386719778545039 0.0010477329308762029 0.001005611149153424
leaf_count=173 1436 606 184 192 394 364 561
internal_value=0 0.00118104 0.00478724 0.0146847 -0.00132032 0.00582452 -0.00880889
internal_weight=0 0.0075958 0.00558111 0.00212976 0.00345135 0.00231268 0.00201469
internal_count=3910 2474 1307 376 931 537 1167
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=8
num_cat=0
split_feature=11 48 2 150 3 1 1
split_gain=2.48064e-05 3.12453e-05 4.27987e-05 4.55697e-05 8.22325e-05 4.00573e-05 4.19342e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.087235000000000021 0.092005000000000017 1.0000000180025095e-35 0.096230000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00014016838604280011 -0.00029220649364629321 0.00032000542228785111 0.00031467265245251763 -0.00046959637933142713 -0.00049956671318116615 0.00055957137392912239 3.64546527618229e-05
leaf_weight=0.0013828589328702331 0.0010253062302098574 0.0012259246444468819 0.0012186082321773845 0.0010031726092107011 0.0010339161489458211 0.0011017487000004938 0.0012663162308162298
leaf_count=1507 279 339 471 253 149 529 383
internal_value=0 3.12183e-05 -1.93098e-05 -8.96265e-05 -9.96335e-06 0.000124992 0.000279836
internal_weight=0 0.00823255 0.00700662 0.00578801 0.00478484 0.00375092 0.00236806
internal_count=3910 3631 3292 2821 2568 2419 912
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=6
num_cat=0
split_feature=43 1 0 4 43
split_gain=1.07283e-05 2.27064e-05 5.00245e-05 2.48426e-05 1.77143e-05
threshold=-0.049504999999999987 0.11849500000000002 -0.23029999999999998 -0.00072999999999999985 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0018514419527564585 0.012695918425907416 0.0097415272577017348 -0.0044488406965062302 -0.021989940304799102 0.013322639818978889
leaf_weight=0.0018079860247893357 0.0010750186632480755 0.0011564741265410548 0.0018358126832207532 0.0014412505972399307 0.0013392081126798001
leaf_count=655 132 261 1247 446 1169
internal_value=0 -0.00271325 -0.00602284 -0.0121634 0.0046055
internal_weight=0 0.00550856 0.00435208 0.00327706 0.00314719
internal_count=3910 2086 1825 1693 1824
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=8
num_cat=0
split_feature=159 4 16 16 52 1 43
split_gain=2.30773e-05 2.58877e-05 2.62727e-05 6.14914e-05 4.32522e-05 4.2784e-05 2.64547e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.08755499999999998 0.15100500000000003 -0.0066199999999999991 0.090820000000000012 -0.07526999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.00028302408522572756 8.0744340716174293e-05 0.00026221382494206926 5.1671305984034382e-05 4.9186713775719688e-05 0.00059727050515598031 -0.00044494911463188681 -0.00039154764684617722
leaf_weight=0.0010050477695289174 0.0011721885484117863 0.0015263856106759611 0.001257526723827616 0.0010425003931276067 0.001005126464305609 0.0012092588684690137 0.0010519897459576619
leaf_count=633 618 412 649 262 877 149 310
internal_value=0 3.1641e-05 -2.0587e-05 6.99274e-05 0.00029404 -0.000186194 -0.000172179
internal_weight=0 0.00826498 0.00673859 0.00435714 0.00226265 0.00238145 0.00209449
internal_count=3910 3277 2865 2098 1526 767 572
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=8
num_cat=0
split_feature=159 2 13 16 1 43 13
split_gain=3.30826e-05 2.95086e-05 4.68735e-05 4.66509e-05 4.24785e-05 6.25895e-05 3.31365e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.086679999999999993 -0.16268499999999997 0.09112000000000002 -0.069494999999999987 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6 -5
right_child=1 3 4 6 5 -7 -8
leaf_value=-0.00033871661420321474 -0.00045017287049982103 -0.00010416429550784598 0.00024311251712023286 0.00059045219601047553 0.0001726212626557138 -0.00051258161934349719 0.00011534357153772803
leaf_weight=0.0010528452753220752 0.0010001091633380001 0.0015451383461977841 0.001829297724424808 0.0010606920515002505 0.0010313119313795321 0.0010188983823332027 0.0012062120917742812
leaf_count=633 502 321 1282 389 247 211 325
internal_value=0 2.93073e-05 -7.16735e-05 0.000158568 2.5901e-05 -0.000167906 0.000337648
internal_weight=0 0.00869166 0.00487962 0.00381204 0.00387951 0.00205021 0.0022669
internal_count=3910 3277 2242 1035 1740 458 714
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=7
num_cat=0
split_feature=376 43 49 0 3 2
split_gain=2.49153e-05 5.87406e-05 5.06745e-05 7.50365e-05 7.05681e-05 3.92363e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.029304999999999998 -0.071924999999999989 0.086245000000000016 0.087005000000000013
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=0.00040244359273457729 0.00027129691243525027 0.00013279670616717909 -0.0004897519780450787 -0.00064275217066834991 0.00015745411390900876 -6.3069836558566562e-05
leaf_weight=0.001531968264284802 0.0010989670576584233 0.0016834603969024548 0.0010331671598020364 0.0013868218776482335 0.0017361254795540859 0.0012758644146740078
leaf_count=576 206 269 1264 553 201 841
internal_value=0 -4.21396e-05 -0.0001542 -0.000270449 -8.40054e-05 0.000190917
internal_weight=0 0.00864741 0.00583957 0.00415611 0.00276929 0.00280783
internal_count=3910 3704 2287 2018 1465 1417
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=7
num_cat=0
split_feature=2 52 150 47 4 0
split_gain=9.48192e-06 3.62628e-05 2.91457e-05 2.59363e-05 3.66462e-05 2.3267e-05
threshold=0.10946500000000002 0.084240000000000023 0.085360000000000005 0.077065000000000008 -0.0086749999999999969 -0.13506999999999997
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=0.0014531128781384679 -0.0028278883496219037 -0.015619972171138441 -0.012650891374642925 -0.005126690437166995 0.026631032118530708 0.016618638832477377
leaf_weight=0.0012972265184344259 0.0015166916921296719 0.0015149315269528466 0.0010272877041857861 0.0012590776525106115 0.001042769151560952 0.0010351896413688692
leaf_count=973 208 1070 271 309 520 559
internal_value=0 -0.00219158 0.00220563 0.00644614 0.0126731 0.00506074
internal_weight=0 0.00614129 0.00462636 0.00359907 0.00234 0.00255188
internal_count=3910 3143 2073 1802 1493 767
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=7
num_cat=0
split_feature=0 52 150 16 15 12
split_gain=9.37371e-06 3.86197e-05 3.24107e-05 4.26737e-05 5.30182e-05 1.43133e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.30307999999999996 -0.0089749999999999986 0.093375000000000014
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=-0.019747096821785326 0.0123532800840878 -0.020394795550337255 0.014702530016471453 -0.0086433333501632105 0.018833970414133677 -0.0033020442886665816
leaf_weight=0.001033151643989488 0.0013001636137619692 0.0010566929170384085 0.0013590131676884873 0.0016413102378165251 0.001227333209662609 0.0010602393598212337
leaf_count=597 297 331 408 765 1363 149
internal_value=0 -0.00206453 0.00139261 -0.00321549 0.00311268 0.00532126
internal_weight=0 0.0063175 0.00528435 0.00392534 0.00286864 0.0023604
internal_count=3910 3464 2867 2459 2128 446
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=6
num_cat=0
split_feature=15 3 4 15 16
split_gain=1.22953e-05 2.53405e-05 4.13738e-05 2.42676e-05 2.96783e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.077354999999999993 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0087892005169481983 0.00050835059429514572 0.0085194738704567185 -0.023917268210325374 0.01718978469019429 -0.0094064514063313225
leaf_weight=0.0017822896649238008 0.0017788189276928149 0.0011491998085038464 0.0011365807041279821 0.0010094741388649176 0.0018034515636141794
leaf_count=563 1212 114 848 422 751
internal_value=0 -0.00405675 -0.00901408 0.00349352 -0.000362318
internal_weight=0 0.0040646 0.0029154 0.00459522 0.00358574
internal_count=3910 2174 2060 1736 1314
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=6
num_cat=0
split_feature=4 151 16 16 52
split_gain=1.01581e-05 2.24569e-05 4.17932e-05 3.17845e-05 1.12159e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.085924999999999987 0.15100500000000003 0.024145000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0099554646622144125 0.0069767593150432076 -0.016492982699516205 0.011668817192813879 -0.014282175610393369 0.00063015510647555339
leaf_weight=0.0013332151784518848 0.0016634955218984742 0.0019132547523267769 0.0017197711895477865 0.0010098474977781348 0.0010076003115140812
leaf_count=556 441 860 1496 478 79
internal_value=0 -0.00171867 -0.00447316 0.00168035 -0.00683432
internal_weight=0 0.00698369 0.00565047 0.00373722 0.00201745
internal_count=3910 3469 2913 2053 557
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=7
num_cat=0
split_feature=43 4 16 49 2 3
split_gain=1.0248e-05 2.27901e-05 2.99417e-05 3.91783e-05 2.91799e-05 1.74152e-05
threshold=-0.049504999999999987 -0.23071499999999998 -0.0083999999999999995 -0.029304999999999998 0.096540000000000015 -0.075954999999999981
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=-0.0020041468367133371 -0.015542754759638061 0.0099774500783875539 0.014829668958961728 -0.024784925428186319 -0.001032832988258763 0.013018511007823738
leaf_weight=0.0017785665546088841 0.0010967856174929659 0.0012240918333235517 0.0011031041482291335 0.0010074044908465103 0.001062987321324293 0.0013630898859206095
leaf_count=1259 234 181 356 999 316 565
internal_value=0 -0.0026466 0.000569778 -0.00420491 -0.01259 0.00451383
internal_weight=0 0.00549437 0.00439759 0.00329448 0.00207039 0.00314166
internal_count=3910 2086 1852 1496 1315 1824
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=8
num_cat=0
split_feature=159 48 4 2 3 52 43
split_gain=3.35706e-05 4.21226e-05 5.00428e-05 5.30809e-05 6.84323e-05 3.91362e-05 4.09176e-05
threshold=-1.0000000180025095e-35 0.096835000000000018 0.28937500000000005 0.10393500000000001 0.090325000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.0003383002418535027 -0.00034346549132241439 0.00031185792193874607 0.00035198483721492907 -0.00044506644143195716 0.00044494280891461426 -0.00019347246425126895 0.00033953643738814186
leaf_weight=0.0010937560648084281 0.001763252958684017 0.001620597369378092 0.0010873166300903589 0.0013703979593986662 0.0010154719336192587 0.0012262719426705789 0.0010096482211955789
leaf_count=633 761 347 339 472 110 806 442
internal_value=0 2.5291e-05 -3.68593e-05 -0.000103076 -9.61725e-06 -0.000125039 4.72121e-05
internal_weight=0 0.00909296 0.00747236 0.00638504 0.00501465 0.00399917 0.00223592
internal_count=3910 3277 2930 2591 2119 2009 1248
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=8
num_cat=0
split_feature=50 160 12 2 13 4 0
split_gain=5.1982e-05 3.37726e-05 5.56479e-05 6.48092e-05 7.41558e-05 6.23181e-05 3.82933e-05
threshold=1.0000000180025095e-35 0.087825000000000014 -0.036459999999999992 0.087005000000000013 -0.091849999999999987 -0.0044799999999999987 -0.06402999999999999
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=-0.00030942285650156635 -0.00042973429928861562 -0.00026663459521273877 0.00016888649349113444 0.0003398335467968979 -0.00059076864182832625 5.6167302086945674e-05 0.00061501504732920718
leaf_weight=0.0011787867477442019 0.001024709660642195 0.0012253401778667085 0.001667804489149393 0.001370345078029384 0.0010434011405939208 0.0012683611138264192 0.0013292775124308059
leaf_count=376 779 369 847 185 830 399 125
internal_value=0 3.61382e-05 8.33513e-05 0.000152671 -2.15852e-05 -0.000235824 0.000366755
internal_weight=0 0.00908332 0.00785798 0.00667919 0.00368211 0.00231176 0.00299708
internal_count=3910 3131 2762 2386 1414 1229 972
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=7
num_cat=0
split_feature=160 49 49 4 2 0
split_gain=1.03322e-05 2.35479e-05 3.6401e-05 2.97712e-05 3.22986e-05 2.81616e-05
threshold=-1.0000000180025095e-35 -0.081419999999999979 -0.0087399999999999995 0.25367000000000006 0.10113500000000002 -0.055084999999999988
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=-0.006587377267498579 0.014879099564355444 -0.017217218451879037 -0.0046818789492073408 0.017226810753000213 -0.014828701992675089 0.017899251729096562
leaf_weight=0.0018938381129760956 0.0011394674370087841 0.0010984674371652819 0.001218790264242276 0.0011192430638713147 0.0011944875257617884 0.0010099324948915555
leaf_count=1218 224 254 1400 276 421 117
internal_value=0 0.00176698 -0.000881675 0.00306863 -0.00156049 0.00555063
internal_weight=0 0.00678039 0.00564092 0.00454245 0.00342321 0.00222872
internal_count=3910 2692 2468 2214 1938 1517
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=7
num_cat=0
split_feature=42 160 160 43 16 16
split_gain=1.09905e-05 3.13329e-05 2.77197e-05 3.61025e-05 2.5284e-05 4.18908e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.055679999999999993 -0.46853499999999992
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=-0.008956569831571606 -0.010745310897424136 0.020933516068716369 -0.0098512390709270953 -0.0057515636326161872 -0.010529725208546833 0.021865789793657116
leaf_weight=0.0011946257715132625 0.001659075157364613 0.0014983491100704549 0.0010519208818945344 0.0010802946452738895 0.0010574645024126117 0.0011172486335792912
leaf_count=1060 1040 419 332 145 339 575
internal_value=0 0.00137414 0.00483772 0.0080884 0.00217552 0.00828932
internal_weight=0 0.00746435 0.00580528 0.00475336 0.00325501 0.00219754
internal_count=3910 2850 1810 1478 1059 720
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=8
num_cat=0
split_feature=16 13 39 1 1 4 4
split_gain=2.07621e-05 2.79132e-05 2.81381e-05 4.8987e-05 3.75367e-05 5.43553e-05 4.5751e-05
threshold=0.3935300000000001 -0.23438999999999996 0.005105000000000001 0.11899000000000001 1.0000000180025095e-35 0.0057500000000000008 0.26048500000000002
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=0.00031322446587544534 -0.00026494124985363473 -0.00024357237758863671 0.00027665282644604176 -0.00045774945462034969 -0.00018284057246324559 0.00059357813273137601 3.3835234762895725e-05
leaf_weight=0.0011456851225952617 0.0010399888694934923 0.0015634336350611533 0.0010778373622669221 0.0010274501394271175 0.0014060851605425711 0.0011032595497396528 0.0011431036046909426
leaf_count=204 380 1756 383 124 773 146 144
internal_value=0 2.86267e-05 -1.59099e-05 -6.64173e-05 1.06692e-05 0.000119498 0.000308743
internal_weight=0 0.00846685 0.00732117 0.00624333 0.00521588 0.00365245 0.00224636
internal_count=3910 3530 3326 2943 2819 1063 290
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=8
num_cat=0
split_feature=147 11 0 48 42 4 16
split_gain=3.10559e-05 4.14426e-05 3.82767e-05 9.05052e-05 7.15178e-05 3.88184e-05 4.49263e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 0.074650000000000008 0.15100500000000003
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=-0.00028116958295701215 0.00030478006348174129 -0.00042445933713869611 0.00045389636533843606 0.00057369295598898036 -0.00040051744469174293 -0.00020840206861043605 -8.0425123240444396e-05
leaf_weight=0.0015065480955008441 0.0010669958810846673 0.0010034548564409641 0.0015109832346756982 0.0011132156077139927 0.0015150892851632427 0.0010525056596463163 0.0010090054927384576
leaf_count=151 234 284 953 491 1389 260 148
internal_value=0 -4.9635e-05 -8.34942e-07 6.72752e-05 -4.35342e-05 0.000107862 0.000239954
internal_weight=0 0.0087108 0.00770735 0.0062008 0.00508758 0.00357249 0.00251999
internal_count=3910 3676 3392 3241 2750 1361 1101
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=7
num_cat=0
split_feature=0 43 160 0 2 12
split_gain=1.02724e-05 3.68909e-05 2.78804e-05 5.81686e-05 1.5509e-05 1.10488e-05
threshold=-0.017269999999999997 -0.079109999999999986 0.041025000000000006 -0.10462499999999998 0.10836000000000003 0.093375000000000014
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=-0.014686674874779638 0.01173835783809624 0.0062492274712494574 -0.011101090863446468 0.024153747789097027 -0.010556677620485198 -0.002003698943764883
leaf_weight=0.0017136326962462556 0.0013022724568196508 0.0010191764848239489 0.0011347699050888805 0.0012548317978682685 0.0011905506365513618 0.001062362013203557
leaf_count=1197 297 235 282 1566 184 149
internal_value=0 -0.00216302 0.00250309 0.00695895 -0.00280541 0.00556445
internal_weight=0 0.00631296 0.00459933 0.00346456 0.00220973 0.00236463
internal_count=3910 3464 2267 1985 419 446
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=7
num_cat=0
split_feature=1 2 1 151 4 52
split_gain=1.88118e-05 3.76371e-05 2.65996e-05 3.23744e-05 6.36822e-05 1.91473e-05
threshold=0.076710000000000014 0.096540000000000015 0.096230000000000024 -0.0060399999999999994 0.24280000000000004 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=-0.00042506377446685869 4.7814009330514517e-05 3.9500958059687436e-05 -0.00031479704119548324 -0.00018777006349358699 0.00033305158747385619 0.0004294563111336464
leaf_weight=0.0010974733745374706 0.0010155232882328117 0.0017232701477015121 0.0011649585471823704 0.0018894137148439299 0.0017282037585646464 0.0010062067470848271
leaf_count=1452 282 556 274 491 358 497
internal_value=0 -0.000141248 4.9198e-05 -3.05107e-05 6.10362e-05 0.000237756
internal_weight=0 0.00282074 0.00680431 0.00478258 0.00361762 0.00202173
internal_count=3910 2008 1902 1123 849 779
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 12
split_gain=1.07248e-05 2.6838e-05 6.11835e-05 2.83921e-05 3.8077e-05 2.8008e-05
threshold=0.093125000000000013 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 0.080120000000000011
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=-0.022758522469761806 -0.0090370804046272478 0.020292995360451559 0.0098713224809948638 0.016702636975264844 -0.01369166411243302 -0.0014193310431178934
leaf_weight=0.001241084260871406 0.0011529758436291523 0.0010331808961193539 0.0010701613201971249 0.0015382733324182545 0.0012459579431077015 0.0013980280888602429
leaf_count=495 787 211 223 314 507 1373
internal_value=0 0.00131993 -0.00765013 0.00529506 0.000522911 0.00780767
internal_weight=0 0.00752669 0.00231125 0.00521544 0.00367717 0.00243121
internal_count=3910 3123 718 2405 2091 1584
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=8
num_cat=0
split_feature=47 43 2 16 0 52 16
split_gain=4.35505e-05 7.34739e-05 6.26541e-05 8.49158e-05 3.75867e-05 2.56279e-05 3.01087e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.029944999999999996 -0.10209999999999998 -0.025069999999999999 -0.40374499999999997
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=0.0005084613349465722 -0.00038584864346122787 -0.00017600820568361607 0.00043005322366647739 -0.00050846168295208799 0.00031379270744201764 0.00032300939888754368 -0.00011112301915568069
leaf_weight=0.0011256100232685815 0.0010290876216846436 0.0012935148801870031 0.0010014364717597277 0.001820345459186269 0.0011273232875183758 0.0010149504450336854 0.0015555179680232043
leaf_count=248 179 250 460 975 1243 233 322
internal_value=0 4.01049e-05 -2.73699e-05 -0.000188509 5.20797e-05 0.000163962 6.02943e-05
internal_weight=0 0.0089387 0.00781309 0.00424118 0.00242084 0.0035719 0.00257047
internal_count=3910 3731 3483 2468 1493 1015 555
is_linear=0
shrinkage=0.00196078


Tree=7230
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 49
split_gain=1.03235e-05 2.35523e-05 4.21989e-05 4.43683e-05 5.71583e-05 6.73166e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10131499999999999 -0.006494999999999999
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=-0.019296123162450399 0.0070727686293249091 -0.012710035172129916 0.019448765623546277 0.015097899871489637 -0.028255552829878617 0.014536774713057799
leaf_weight=0.0010307378186102736 0.0016472349378326588 0.001527248902216791 0.0010417182250263973 0.0010481796830493222 0.0010195113062527678 0.0013694094142574823
leaf_count=152 426 1266 689 216 919 242
internal_value=0 -0.0017217 0.00132427 -0.00290163 -0.00841877 7.31299e-06
internal_weight=0 0.00703681 0.00550956 0.00446784 0.00341966 0.00240015
internal_count=3910 3484 2218 1529 1313 394
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=7
num_cat=0
split_feature=376 43 4 47 3 2
split_gain=2.25163e-05 4.07386e-05 4.47555e-05 7.09602e-05 7.83221e-05 4.28978e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.06272999999999998 0.077735000000000012 0.096385000000000012 0.087005000000000013
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=0.00038857634478615488 0.00027013463783758039 -0.0004161064862777839 -0.00016271643942427589 -0.00046721213528881254 0.0004674947401745415 -0.00010715564773833726
leaf_weight=0.0014693107334750903 0.001042048330556049 0.0015356074609967968 0.001649618512368955 0.001034823045409243 0.0014030184089341032 0.0012353995980107285
leaf_count=576 206 1203 625 235 224 841
internal_value=0 -3.55935e-05 -0.000130707 -2.3486e-05 0.000126934 0.000162147
internal_weight=0 0.00832778 0.00562307 0.00408746 0.00305264 0.00270471
internal_count=3910 3704 2287 1084 849 1417
is_linear=0
shrinkage=0.00196078


Tree=7232
num_leaves=7
num_cat=0
split_feature=49 3 15 133 43 4
split_gain=1.35011e-05 3.12331e-05 2.25283e-05 4.03716e-05 4.99716e-05 4.72203e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.11739999999999999 1.0000000180025095e-35 -0.074254999999999988 -0.06272999999999998
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=0.018755326451537414 -0.012311871528808485 -0.0046951251986952873 0.020998511201619909 -0.016293912498256707 -0.017196547310329158 0.011574107873568128
leaf_weight=0.0010926798535687741 0.001688680577008092 0.0011826939839890743 0.0013919197267494112 0.0010350516633842372 0.0011595392294822928 0.001122907970783394
leaf_count=350 581 209 409 1104 872 385
internal_value=0 0.00656625 -0.00240244 0.00115084 0.00606494 -0.00304209
internal_weight=0 0.00227537 0.0063981 0.00470942 0.00367437 0.00228245
internal_count=3910 559 3351 2770 1666 1257
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=8
num_cat=0
split_feature=49 42 2 2 1 1 15
split_gain=2.77786e-05 4.8061e-05 3.66181e-05 4.54255e-05 3.43327e-05 3.31092e-05 3.15335e-05
threshold=-0.029304999999999998 0.091955000000000023 0.096540000000000015 0.106035 0.10004000000000002 0.095575000000000007 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-4.0600046623772562e-05 -0.00032902297482294063 -0.00044975537858043103 0.00049192265908357396 0.00022942059146673427 0.00041092489384615563 8.3383951037469965e-05 -0.0002473379854631284
leaf_weight=0.0013802776370909313 0.0017417415740700339 0.00106511254823959 0.0010112710609892312 0.0010507228928002467 0.0012194584533720496 0.0013123801654487391 0.0010832866551613882
leaf_count=292 1642 756 234 197 267 233 289
internal_value=0 -6.49864e-05 1.12029e-06 0.000149617 0.000171197 -0.000151808 -1.25962e-05
internal_weight=0 0.00726451 0.0061994 0.00314528 0.00259974 0.00305412 0.00213401
internal_count=3910 3351 2595 720 559 1875 486
is_linear=0
shrinkage=0.00196078


Tree=7234
num_leaves=7
num_cat=0
split_feature=11 2 0 3 16 16
split_gain=2.00944e-05 2.70659e-05 4.04943e-05 3.41686e-05 3.30825e-05 1.51519e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 -0.023079999999999996 -0.076589999999999978 0.15100500000000003
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=0.0002755406395538385 -0.00025898497282385243 -6.0845047166684747e-05 -0.00034977333847089806 -0.00013034368939867332 0.00048183140684484216 0.00014693257826912641
leaf_weight=0.0014507501172445324 0.0010266350276758396 0.0015162538642682559 0.0013722943279306163 0.0017706651123342446 0.0010748092691469026 0.0010051157326535472
leaf_count=2040 279 436 239 310 338 268
internal_value=0 3.20222e-05 -6.77114e-05 5.24445e-05 0.00015942 0.000319993
internal_weight=0 0.00818989 0.00459371 0.00322142 0.00359618 0.00207993
internal_count=3910 3631 2589 2350 1042 606
is_linear=0
shrinkage=0.00196078


Tree=7235
num_leaves=6
num_cat=0
split_feature=42 160 43 2 4
split_gain=1.19702e-05 2.84071e-05 2.0573e-05 2.39899e-05 4.01575e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093711544347830737 -0.010092012907612108 0.014054934364090114 -0.017533350448598144 0.011710522047543533 0.0066288364421871531
leaf_weight=0.0011879516617154303 0.0016640013260122207 0.0016808291012030321 0.0012676895291704039 0.0013808780308444393 0.0015038316169522742
leaf_count=1060 1040 604 700 301 205
internal_value=0 0.00143299 0.00472064 0.000942253 -0.00442291
internal_weight=0 0.00749723 0.00583323 0.0041524 0.00277152
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=7
num_cat=0
split_feature=1 2 47 4 1 16
split_gain=3.0616e-05 4.21242e-05 3.89486e-05 3.771e-05 8.75301e-05 6.31999e-05
threshold=0.076710000000000014 0.096540000000000015 0.09252500000000001 0.0057500000000000008 0.11097000000000001 -0.010819999999999998
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=-0.00046994538879365139 -0.00033525968516809725 2.009418527600692e-05 -0.00017964176237281152 0.0007111548500258561 1.5835090136883875e-05 0.00032259933609037197
leaf_weight=0.0011079116391942091 0.0012180005760528178 0.0017236565526364321 0.0017765389123210089 0.0011972006025299522 0.001662863720815952 0.001041571299192546
leaf_count=1452 549 556 328 164 357 504
internal_value=0 -0.000171644 7.05101e-05 0.000157314 0.000306891 -3.20133e-05
internal_weight=0 0.00283157 0.00689618 0.00511964 0.00286006 0.00225957
internal_count=3910 2008 1902 1574 521 1053
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=7
num_cat=0
split_feature=42 160 49 49 0 2
split_gain=1.0743e-05 2.15503e-05 5.60385e-05 2.56636e-05 4.62439e-05 3.05657e-05
threshold=0.093125000000000013 0.084835000000000008 -0.0019649999999999997 1.0000000180025095e-35 -0.032484999999999993 0.082715000000000025
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=-0.018227685549280254 -0.0090151691386994234 0.013253931642809509 0.0040007153127503935 -0.0095466593655967654 -0.0060731288544082652 0.027121028821722543
leaf_weight=0.0014594388915981629 0.0011562796905616362 0.0012631191272028941 0.0010341996898326012 0.0010662178601769257 0.0014338400089612146 0.001278898546672427
leaf_count=519 787 437 440 586 256 885
internal_value=0 0.00133696 -0.00106277 0.00414195 0.00803715 0.0167838
internal_weight=0 0.00753571 0.00627259 0.00481316 0.00374694 0.0023131
internal_count=3910 3123 2686 2167 1581 1325
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=7
num_cat=0
split_feature=49 16 3 12 3 3
split_gain=1.24821e-05 3.08777e-05 2.25997e-05 5.10105e-05 2.69884e-05 3.08879e-05
threshold=-0.029304999999999998 -0.095109999999999986 -0.040669999999999991 0.093375000000000014 0.092005000000000017 0.13772500000000001
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=0.019404309783023776 0.0023186191723121737 -0.0040424896993883422 0.01355431620459493 -0.024905297084876134 -0.016516030066827402 0.007646261878973987
leaf_weight=0.0010066916441596879 0.0016616783173259452 0.0012705391991524387 0.0014428217835025505 0.0011749260706740189 0.0010363182438127717 0.0010808930935635591
leaf_count=177 1731 382 393 910 142 175
internal_value=0 0.0063226 -0.00229866 -0.00895757 0.0030071 -0.00418053
internal_weight=0 0.00227723 0.00639664 0.0028366 0.00356003 0.00211721
internal_count=3910 559 3351 2641 710 317
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=9
num_cat=0
split_feature=147 376 52 13 52 2 1 3
split_gain=3.50143e-05 5.24521e-05 5.94412e-05 4.93268e-05 9.6645e-05 9.06351e-05 1.82137e-05 1.56794e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 -0.083514999999999992 -0.091329999999999981 0.096325000000000008 0.083370000000000014 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=4.1467551868964597e-05 0.00032291289949421117 0.00035144826390689013 -0.00046982700740405797 0.00033605467241176756 -0.00022878360175340845 -0.00072470010042498994 0.00040535829726582657 0.00011663213067503585
leaf_weight=0.001061195056423 0.0011093335503212847 0.0011196984831347611 0.0013925330637903502 0.0011996665157594528 0.0010109755370694717 0.0012693182104750959 0.0010541421993344449 0.0010100168234525573
leaf_count=565 234 194 711 531 964 310 313 88
internal_value=0 -4.60254e-05 -0.000101672 -2.40572e-05 -0.000140361 -0.000314064 0.000222806 -5.61577e-05
internal_weight=0 0.00911755 0.00799785 0.00660531 0.00448998 0.00329031 0.00211534 0.00202099
internal_count=3910 3676 3482 2771 1893 1362 878 1052
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=1.0925e-05 2.42067e-05 3.64856e-05 3.85651e-05 2.68669e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010316598215748884 0.0072910572696306981 -0.016783226829161522 0.002633352432270775 0.017533987489490473 -0.016822156550029749
leaf_weight=0.0013439203996844246 0.0016477681313944717 0.0017176903919056382 0.0017877929316061363 0.001010042504507321 0.0011771482799986252
leaf_count=558 426 539 1784 410 193
internal_value=0 -0.00175481 -0.00460462 0.000658063 -0.00509092
internal_weight=0 0.00703659 0.00569267 0.00397498 0.00296494
internal_count=3910 3484 2926 2387 1977
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 15
split_gain=2.03304e-05 2.70428e-05 3.7866e-05 5.08335e-05 4.70915e-05 5.11398e-05 3.15749e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.015635000000000003 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00026275864678858209 0.00029469179360087569 -0.00035508511662936778 -0.00032795605739632284 0.00041331360529350787 -0.00035552606346380929 0.00041853935055066315 0.0001347344444946187
leaf_weight=0.0010169028945125813 0.0012664204929944359 0.0010757468688852067 0.0011113090883409431 0.0011575889854807623 0.0013450719076541755 0.0011308432718280022 0.0011578433652881903
leaf_count=633 408 274 567 378 543 165 942
internal_value=0 3.10867e-05 -1.67516e-05 4.4909e-05 -4.49656e-05 7.78952e-05 -9.18665e-05
internal_weight=0 0.00824482 0.0069784 0.00590266 0.00474507 0.0034 0.00226915
internal_count=3910 3277 2869 2595 2217 1674 1509
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 3 1
split_gain=2.29325e-05 5.70799e-05 5.24649e-05 3.43147e-05 4.58352e-05 3.92841e-05 8.66317e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.086245000000000016 0.095575000000000007
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=0.00044815768083895409 -0.00028212014168789705 -0.00048617642893262672 -0.00038878813886141449 0.00046266767136722505 -6.7847560205266307e-05 0.00024199606645012876 0.0002159676213593613
leaf_weight=0.0011021408437380453 0.0010030611273925986 0.0016331927366515712 0.0012956103089249021 0.0013787033510855883 0.0011470559055942148 0.0010994183269475788 0.0011522223636312901
leaf_count=248 179 1882 494 507 173 125 302
internal_value=0 3.07832e-05 -2.89096e-05 4.38235e-05 0.000221738 -7.18492e-05 -0.000195726
internal_weight=0 0.00880834 0.0077062 0.00641059 0.00252576 0.00388483 0.00278542
internal_count=3910 3731 3483 2989 680 2309 2184
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.08793e-05 2.58779e-05 2.85716e-05 3.24211e-05 6.82149e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085875000000000021 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011590701720038066 0.0075701739347318444 0.032341406915786484 -0.011595085307691873 -0.0069126422216948509 -0.00024080458927952238
leaf_weight=0.0019255702469275502 0.0015462811010822312 0.0010407285584598529 0.0011973716322943037 0.0013123404411926501 0.0016795610712683085
leaf_count=1859 288 511 310 243 699
internal_value=0 -0.0016798 0.00196918 0.00599669 0.0122245
internal_weight=0 0.00715557 0.00523 0.00403263 0.00272029
internal_count=3910 3622 1763 1453 1210
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=7
num_cat=0
split_feature=15 42 43 2 13 4
split_gain=1.10435e-05 3.10736e-05 4.32468e-05 3.64754e-05 4.16588e-05 4.45215e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 -0.00059999999999999995 0.0057500000000000008
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=0.017598301591610712 -0.009498898116006323 -0.022855865600026823 0.0054468488543352352 0.015020252510631327 -0.022886809630007162 0.0038970564056838315
leaf_weight=0.0016784405974598869 0.0010789106309522052 0.0010900764262719476 0.001069639244865269 0.0012256557052382324 0.0010749052132101309 0.0014684564728905238
leaf_count=339 1436 679 505 366 355 230
internal_value=0 0.00131197 -0.00883842 0.00533623 -0.000124392 -0.00742265
internal_weight=0 0.00760717 0.00215972 0.00544746 0.00376902 0.00254336
internal_count=3910 2474 1184 1290 951 585
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=7
num_cat=0
split_feature=0 52 150 16 15 12
split_gain=1.09373e-05 3.36732e-05 3.21417e-05 3.63674e-05 5.09885e-05 9.37462e-06
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.30307999999999996 -0.10192499999999999 0.093375000000000014
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=-0.018737451965881193 0.01142597986162593 -0.019358081807897484 0.014327818227492404 -0.015465277387886209 0.012337819716032502 -0.0012490440695888179
leaf_weight=0.0010303911612793643 0.0013089490596293165 0.0010619501200566546 0.0013513689208403895 0.0010316189823039114 0.0018291508312952714 0.0010528930973294961
leaf_count=597 297 331 408 295 1833 149
internal_value=0 -0.00220297 0.00102735 -0.00355464 0.00231178 0.00577554
internal_weight=0 0.00630448 0.00527409 0.00392272 0.00286077 0.00236184
internal_count=3910 3464 2867 2459 2128 446
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=7
num_cat=0
split_feature=2 0 4 13 3 2
split_gain=2.42685e-05 4.60937e-05 3.79625e-05 4.03839e-05 4.24939e-05 2.41405e-05
threshold=0.10946500000000002 0.12346000000000001 0.15045000000000003 -0.062819999999999987 0.076695000000000013 0.12663500000000003
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=-0.00035524538740626952 0.00029573413419315287 -0.00045788804788412417 0.00027067136662935063 0.00026245237316381532 -0.00022284610072050812 -7.4397873810890018e-05
leaf_weight=0.0015072807590533603 0.0016617500095191659 0.001012375737418642 0.0014463524305768248 0.0015328194739746728 0.001267163658279293 0.0011437750694457353
leaf_count=1382 398 111 295 1150 205 369
internal_value=0 -7.20683e-05 -4.1815e-06 -9.64754e-05 4.28251e-05 0.000144836
internal_weight=0 0.00676599 0.00575362 0.00430726 0.00279998 0.00280553
internal_count=3910 3143 3032 2737 1355 767
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=8
num_cat=0
split_feature=159 2 16 13 16 15 15
split_gain=2.54371e-05 3.24562e-05 5.34008e-05 3.85461e-05 3.54413e-05 5.33681e-05 2.06827e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.16268499999999997 -0.00059999999999999995 0.081265000000000018 -0.0071449999999999994 -0.097269999999999981
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=-0.00029718561420436119 1.6607944681794022e-05 -0.00011265985416684857 0.00064468694360471899 0.00012246936504931803 -0.00037401718676551053 0.00033557590776798791 -0.0003636340734132143
leaf_weight=0.0010009581370701509 0.0011596344202410571 0.0015089037661738681 0.0010222097015335496 0.0011602053317205851 0.0011493092242886738 0.0013128870610904409 0.0010461226065502391
leaf_count=633 353 321 389 325 295 1128 466
internal_value=0 3.35756e-05 0.000170969 0.000367068 -7.50725e-05 2.25731e-05 -0.000163729
internal_weight=0 0.00835927 0.00369132 0.00218242 0.00466795 0.00351864 0.00220576
internal_count=3910 3277 1035 714 2242 1947 819
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=7
num_cat=0
split_feature=47 159 1 457 2 0
split_gain=1.17019e-05 2.51415e-05 3.31694e-05 4.16452e-05 5.52599e-05 4.71195e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 0.082870000000000013 0.10113500000000002 -0.079879999999999993
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=-0.0089777340938762256 0.0082614011401396653 0.011890585385730325 -0.017181039251195292 0.017337583675366787 -0.0208693536664353 0.020567598192764814
leaf_weight=0.0011640042080743162 0.0014218389685157562 0.001151948545345673 0.0014913353079823999 0.0010630662566563994 0.0013801075492580967 0.0010065643253700878
leaf_count=1409 280 631 321 223 501 545
internal_value=0 -0.00165961 -0.00421635 -2.56759e-05 -0.00522421 0.00472341
internal_weight=0 0.00725703 0.00610508 0.00461374 0.00355068 0.00217057
internal_count=3910 3630 2999 2678 2455 1954
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=8
num_cat=0
split_feature=47 43 2 16 15 52 16
split_gain=3.34859e-05 5.56853e-05 8.3001e-05 6.1767e-05 3.10752e-05 2.19485e-05 4.06239e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.029944999999999996 -0.095799999999999982 -0.048794999999999991 -0.40374499999999997
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=0.00044215172253579747 -0.00033776700798982868 -0.00024650331832384175 0.0004370610423781099 -0.00047753171048199052 0.00020310934968357879 0.00039892751559621382 -0.0001016375473831371
leaf_weight=0.0011445377870797609 0.0010140490366953069 0.0010756967595976893 0.001041137286192202 0.0018399281456609297 0.0013116806571371964 0.0010437661200037418 0.0015474883566687768
leaf_count=248 179 268 446 975 1225 233 336
internal_value=0 3.80745e-05 -2.07677e-05 -0.000207549 5.24335e-07 0.000196605 9.99918e-05
internal_weight=0 0.00900424 0.0078597 0.00422731 0.00238738 0.00363239 0.00259125
internal_count=3910 3731 3483 2468 1493 1015 569
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=9
num_cat=0
split_feature=15 15 16 49 3 13 12 16
split_gain=2.84111e-05 3.23414e-05 4.98513e-05 4.51376e-05 2.91803e-05 4.48054e-05 2.83123e-05 1.48505e-05
threshold=-0.03231499999999999 -0.076594999999999983 -0.09601999999999998 -1.0000000180025095e-35 0.10666500000000002 0.086705000000000018 0.080120000000000011 -0.50585499999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -2 -1
right_child=4 -3 3 -5 -6 -7 -8 -9
leaf_value=6.2492850920355998e-05 -0.0001568502445683842 0.00038804048606889442 8.4517263472331765e-05 -0.00049976720590327785 0.00013546733151922812 0.00012144976993617449 -0.00059816166394494898 0.00039870885635921423
leaf_weight=0.0010090936251688108 0.0011469079843121344 0.0011277133466288582 0.0010291190827499254 0.0010045166347583329 0.0012587417475940091 0.0010352152847885273 0.0010901849205485104 0.0010112433389950623
leaf_count=149 223 408 243 522 114 248 1589 414
internal_value=0 9.43332e-05 1.26312e-05 -0.000204091 -0.000118241 -0.000215833 -0.000371911 0.00023078
internal_weight=0 0.00518169 0.00405397 0.00203364 0.00453105 0.00327231 0.00223709 0.00202034
internal_count=3910 1736 1328 765 2174 2060 1812 563
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=7
num_cat=0
split_feature=2 13 2 13 2 16
split_gain=1.4654e-05 3.39263e-05 4.56735e-05 3.28248e-05 2.49437e-05 9.20696e-06
threshold=0.097940000000000013 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.11635500000000001 -0.055679999999999993
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=0.0081832877233490586 0.017012613793678834 0.010952305509228391 -0.021118286862085583 -0.010724821489522125 0.0096010411474006709 -0.0052157131662321056
leaf_weight=0.001014429402265082 0.0013673995778110517 0.0011924802385353509 0.0016032521924210772 0.0014527153584803405 0.0010331361406329205 0.0010371317426301175
leaf_count=595 261 214 1424 531 390 495
internal_value=0 -0.00369393 -0.00847265 0.00456812 -0.00227726 0.00140965
internal_weight=0 0.00484729 0.00365481 0.00385325 0.00248585 0.00205156
internal_count=3910 2728 2514 1182 921 1090
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=7
num_cat=0
split_feature=2 3 4 15 13 2
split_gain=1.18969e-05 3.02708e-05 9.13525e-05 4.85198e-05 2.66748e-05 2.19932e-05
threshold=0.097940000000000013 -0.016619999999999996 0.0051950000000000008 -0.064869999999999983 -0.089899999999999994 0.11230000000000001
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=-0.013406256951876187 0.01535595210006256 -0.032568518063621148 0.0084578755107655845 0.014373870986210636 0.0091763428551010773 -0.0099393076752066004
leaf_weight=0.001014834376135346 0.0013636400177001956 0.0010878282481738559 0.0010831517930447181 0.0016524138977536407 0.00102468984533815 0.0014586697042671029
leaf_count=618 261 221 192 1697 435 486
internal_value=0 -0.00333207 -0.0120995 0.00380409 0.00411872 -0.00205176
internal_weight=0 0.00483823 0.00217098 0.00266725 0.003847 0.00248336
internal_count=3910 2728 413 2315 1182 921
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=8
num_cat=0
split_feature=159 15 16 52 0 4 3
split_gain=3.00535e-05 2.75221e-05 4.40696e-05 4.89604e-05 4.39781e-05 3.92917e-05 4.06414e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 0.05309500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00031925572681689335 0.00029462788667506084 -0.0003738850668091709 -0.00026249085743407973 0.00040505361793556892 -0.00033626699231726259 0.00040159965558208806 0.00023873942871992368
leaf_weight=0.0010496047151141675 0.0013033977398189652 0.0011127309057486915 0.0014838654694892834 0.0012023288533608159 0.0013603801245805742 0.001027742136933471 0.0010707359529315563
leaf_count=633 408 274 1520 378 379 194 124
internal_value=0 3.22861e-05 -1.48269e-05 5.01905e-05 -3.61307e-05 7.78448e-05 -5.24051e-05
internal_weight=0 0.00856118 0.00725778 0.00614505 0.00494272 0.00358234 0.0025546
internal_count=3910 3277 2869 2595 2217 1838 1644
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=7
num_cat=0
split_feature=15 3 4 0 150 15
split_gain=1.3181e-05 2.51387e-05 3.49162e-05 2.40204e-05 3.60178e-05 3.0319e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.06402999999999999 0.082085000000000019 -0.15202999999999997
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=0.0057814498587916525 -0.00037442696132393199 0.008374065749716407 -0.022768837531861229 0.017228604406708339 0.013723602941331722 -0.017114550669234192
leaf_weight=0.0010042602971827171 0.0017884347316362141 0.001146666131164242 0.0011400216512002215 0.0010132328751584082 0.0012238874972960597 0.0013637331107702023
leaf_count=300 1212 114 848 335 277 824
internal_value=0 -0.00417763 -0.00909237 0.00363056 -0.000205311 -0.00740441
internal_weight=0 0.00407512 0.00292846 0.00460511 0.00359188 0.00236799
internal_count=3910 2174 2060 1736 1401 1124
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=7
num_cat=0
split_feature=42 43 4 16 16 16
split_gain=1.18596e-05 2.99591e-05 3.14204e-05 2.29808e-05 4.61489e-05 2.2431e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 -0.110495 -0.5152199999999999
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=-0.0093001740326111148 0.015028287775418751 -0.017383059651242306 -0.0026754374802665823 0.012448584129037226 -0.015331007428819043 0.018094254616572481
leaf_weight=0.0011909550902268551 0.0013338625454502092 0.0010361575751577177 0.0010818521700480101 0.0014345157629877671 0.0015861500862965933 0.0010012005405385163
leaf_count=1060 581 246 165 599 891 368
internal_value=0 0.00144453 -0.00150648 0.00171678 -0.00247894 0.00730733
internal_weight=0 0.00747374 0.00613988 0.00510372 0.0036692 0.00208305
internal_count=3910 2850 2269 2023 1424 533
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=7
num_cat=0
split_feature=11 2 3 0 12 2
split_gain=1.27732e-05 2.59071e-05 3.25748e-05 2.93117e-05 4.69388e-05 2.87928e-05
threshold=1.0000000180025095e-35 0.091985000000000011 0.088060000000000013 -0.10575999999999998 0.084100000000000022 0.113945
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=0.0072644140474850049 -0.010572224834669852 0.017468139877421594 0.0097275793685606543 0.0020964680700996225 -0.026673618343243194 -0.012176391970789426
leaf_weight=0.0012728192084075713 0.0010143383887276603 0.0016829048611736327 0.0012645021440882732 0.0011833793144665787 0.001088897550523155 0.0011421963907917092
leaf_count=191 304 1032 134 456 1572 221
internal_value=0 0.00137167 0.00679526 -0.00488496 -0.0116904 -0.000667839
internal_weight=0 0.0076347 0.0040896 0.0035451 0.00227228 0.0024067
internal_count=3910 3606 1387 2219 2028 355
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=7
num_cat=0
split_feature=15 3 13 0 150 15
split_gain=1.31188e-05 2.29106e-05 3.23278e-05 2.12261e-05 3.07681e-05 2.00671e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.028919999999999998 -0.06402999999999999 0.082085000000000019 -0.14789999999999995
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=0.0040055372984896271 -0.023313176331608478 0.0078266945474622009 -0.0011775099583535816 0.016456168721797927 0.012924046140429231 -0.014634503823711693
leaf_weight=0.001010956148685415 0.0010126962340819196 0.0011417147912634604 0.0018931350352787029 0.0010076170312718607 0.0012189828003412086 0.0013471875729697321
leaf_count=327 1111 114 949 335 277 797
internal_value=0 -0.00417599 -0.0088919 0.00363591 2.46541e-05 -0.00664336
internal_weight=0 0.00404755 0.00290583 0.00458474 0.00357713 0.00235814
internal_count=3910 2174 2060 1736 1401 1124
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=8
num_cat=0
split_feature=11 43 2 13 3 52 16
split_gain=2.60766e-05 3.70497e-05 4.9229e-05 3.61122e-05 3.72371e-05 8.29877e-05 1.87588e-05
threshold=0.077330000000000024 -0.044024999999999988 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 -0.010284999999999997 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00020121504823081919 -0.00029183796616880444 0.00018399247247404276 0.00052207158163183778 -0.00047325744003244688 -0.00041839327014838546 0.00023783081077597583 -0.00017659495798908324
leaf_weight=0.0010105513865618951 0.0011192516291579037 0.0015711397791037382 0.0011387860732099951 0.0011051362739442129 0.0013280997500921131 0.0016758128875699867 0.0010105012127189159
leaf_count=897 279 281 567 1222 201 175 288
internal_value=0 2.58339e-05 0.000196028 -6.88435e-05 -0.000165518 -5.23011e-05 1.23147e-05
internal_weight=0 0.00884003 0.00315984 0.00568019 0.00410905 0.00300391 0.00202105
internal_count=3910 3631 1752 1879 1598 376 1185
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
num_cat=0
split_feature=11 4 0 16 1 2
split_gain=3.23483e-05 2.49356e-05 3.48166e-05 4.64229e-05 2.32494e-05 2.56352e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 -0.094359999999999986 0.076710000000000014 0.099015000000000006
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00021550655747311676 -0.00033447748339315224 -0.00013130167471249202 -0.00031335182490766926 0.00038016186247627953 0.00031227652042235138 0.00021993017711885711
leaf_weight=0.0010149860951313289 0.0010323310448654742 0.0018620806941230816 0.0014717914953355452 0.001076841085078368 0.0017903620288727226 0.0010654884689997074
leaf_count=1278 279 372 781 109 875 216
internal_value=0 3.3614e-05 -6.71794e-05 5.61021e-05 0.000148465 7.4968e-06
internal_weight=0 0.00828155 0.00441071 0.00293892 0.00387084 0.00208047
internal_count=3910 3631 1262 481 2369 1494
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=8
num_cat=0
split_feature=11 48 2 2 1 43 2
split_gain=3.8322e-05 2.97222e-05 3.45269e-05 6.53791e-05 4.68226e-05 4.90551e-05 5.61983e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10113500000000002 0.11663000000000003 -0.083899999999999988 0.089785000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00049807017691168049 -0.00034656320017813734 0.00031847403711279294 0.0002887517526386997 -0.00052111515361284787 -0.00034180055006721792 -0.0002298513431313985 0.00032092963215541446
leaf_weight=0.0010013609542218914 0.0010910947927312434 0.0012855464952465203 0.0012708689178182117 0.0010133176685157086 0.0010553530402648437 0.0017392413378942535 0.001206181468518595
leaf_count=595 279 339 471 276 184 1316 450
internal_value=0 4.35942e-05 -4.90362e-06 -6.69434e-05 2.50613e-05 0.000123159 -4.30077e-06
internal_weight=0 0.00857187 0.00728632 0.00601545 0.00500214 0.00394678 0.00294542
internal_count=3910 3631 3292 2821 2545 2361 1766
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=8
num_cat=0
split_feature=47 43 16 48 2 2 1
split_gain=2.07161e-05 3.39422e-05 6.8528e-05 3.90413e-05 2.98042e-05 3.10899e-05 2.94947e-05
threshold=0.10561500000000001 -0.17307499999999998 0.15737500000000001 0.092065000000000022 0.089910000000000004 0.10393500000000001 0.095575000000000007
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=0.00029580919792396656 0.00020482565364259109 -0.00027440279079262873 -0.00052841929550451888 -0.00034798679066931902 0.00044698923896928394 1.2653174651413565e-05 0.00015945641454017854
leaf_weight=0.0010174827968210485 0.0015959262300843735 0.0013861157353062684 0.0011372143452381455 0.0010471161565162278 0.0011973167011892138 0.0013458269378383084 0.0010655242630861666
leaf_count=252 280 1401 471 239 515 452 300
internal_value=0 -3.9353e-05 -8.68549e-05 -3.74307e-06 6.84248e-05 0.000217139 -8.58402e-05
internal_weight=0 0.0081966 0.00717911 0.0060419 0.00499478 0.00254314 0.00245164
internal_count=3910 3630 3378 2907 2668 967 1701
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=7
num_cat=0
split_feature=11 13 1 151 1 4
split_gain=3.76706e-05 5.18353e-05 2.88295e-05 2.50533e-05 6.33633e-05 3.33503e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.0088999999999999982 0.095575000000000007 -0.14301
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=0.00032007842381773298 -0.00034584987447529222 -0.0002061149702173976 -0.00033527060924722757 0.00013706950750260071 0.00035176177486311824 -0.0003361537044418157
leaf_weight=0.0019642326898607187 0.00109773130017879 0.0014779694601780753 0.0010802753514469595 0.0010213350635353703 0.0019398825567805214 0.0013030900927300702
leaf_count=534 279 529 178 141 408 1841
internal_value=0 3.94028e-05 -4.14045e-05 1.38796e-05 9.01276e-05 -0.000128223
internal_weight=0 0.00878679 0.00682255 0.00574228 0.00426431 0.00232443
internal_count=3910 3631 3097 2919 2390 1982
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=7
num_cat=0
split_feature=42 43 4 16 16 2
split_gain=1.14057e-05 2.67423e-05 2.5973e-05 1.85558e-05 4.04511e-05 1.87658e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 -0.110495 0.10796500000000002
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=-0.009099620617687992 0.014213925422441698 -0.015774506925338546 0.016017170516098557 0.011161359005392632 -0.014196167373574688 -0.0029339102940285073
leaf_weight=0.0011983275071220769 0.0013395187903967954 0.0010411342476404654 0.0010900221035251975 0.0014433020720093989 0.0015974672222574988 0.0010036060535242725
leaf_count=1060 581 246 329 599 891 204
internal_value=0 0.00140549 -0.00137276 0.00154758 -0.00221163 0.00693274
internal_weight=0 0.00751505 0.00617553 0.0051344 0.0036911 0.00209363
internal_count=3910 2850 2269 2023 1424 533
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=7
num_cat=0
split_feature=11 48 2 1 1 3
split_gain=1.26382e-05 2.73012e-05 4.18132e-05 4.30445e-05 3.77428e-05 2.69383e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.10884000000000001 1.0000000180025095e-35 0.0066850000000000008
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=-0.0097861507047542901 -0.010498864381575806 0.01548556548235617 0.016160096371624837 -0.01952069353554502 0.02097267172283114 -0.001873893580417152
leaf_weight=0.0018466446190047426 0.0010191070520411856 0.0011603975249404484 0.0011481292665711336 0.0014594371092354688 0.0010636742032661363 0.0010025076272794967
leaf_count=1641 304 337 471 273 683 201
internal_value=0 0.00135299 -0.00116211 -0.00486411 0.000602622 0.00988756
internal_weight=0 0.00768079 0.00652039 0.00537226 0.00391283 0.00206618
internal_count=3910 3606 3269 2798 2525 884
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=8
num_cat=0
split_feature=11 16 4 1 2 3 2
split_gain=2.8061e-05 2.78075e-05 7.8501e-05 4.86606e-05 5.20191e-05 7.64523e-05 3.36649e-05
threshold=0.077330000000000024 0.15100500000000003 -0.14301 1.0000000180025095e-35 1.0000000180025095e-35 0.11818000000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -3
right_child=-2 6 3 4 5 -7 -8
leaf_value=0.00059953860833347923 -0.00030620020146660085 -0.00040629848541746505 -0.00038433226819675759 -0.00020274715454054947 0.00051038770591044897 -0.00016600274896440601 7.2224906608635026e-05
leaf_weight=0.0010106371450089857 0.0010635548474973488 0.0010730009003376954 0.0010086634310713764 0.0014658643930960695 0.0017019733055330406 0.001032064588769829 0.0011944532956753987
leaf_count=140 279 246 1661 741 376 178 289
internal_value=0 3.16621e-05 9.94332e-05 2.39585e-06 9.52738e-05 0.000255059 -0.000154221
internal_weight=0 0.00848666 0.0062192 0.00520857 0.0041999 0.00273404 0.00226745
internal_count=3910 3631 3096 2956 1295 554 535
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=6
num_cat=0
split_feature=15 16 16 49 15
split_gain=2.55468e-05 3.35515e-05 5.5584e-05 2.89039e-05 3.97652e-05
threshold=-0.03231499999999999 0.15737500000000001 -0.0090499999999999973 -0.029304999999999998 -0.11739999999999999
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00031151950886111737 -0.00022264831481924618 -0.00035871736341357434 0.00031519839911611135 -0.0002048540344792861 0.00020844376937435797
leaf_weight=0.0015495912417853564 0.0017615945175206479 0.0014616783613706661 0.0012722877104132157 0.0018877724974920549 0.0017019561984942457
leaf_count=334 1390 279 505 581 821
internal_value=0 -0.000114674 2.90288e-06 8.77105e-05 -8.90197e-06
internal_weight=0 0.00449556 0.00303388 0.00513932 0.00358973
internal_count=3910 2174 1895 1736 1402
is_linear=0
shrinkage=0.00196078


Tree=7267
num_leaves=7
num_cat=0
split_feature=11 4 0 16 42 3
split_gain=2.30816e-05 2.66285e-05 3.47345e-05 4.66793e-05 2.83152e-05 5.87186e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 -0.094359999999999986 0.084100000000000022 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00053628024480322401 -0.00028137937754008443 -0.00014003723367513483 -0.00032113038745127059 0.00037322129985535118 -0.00013675922199968496 -2.4853093112493824e-05
leaf_weight=0.0013823331357853421 0.0010480231695725447 0.0018712557405571692 0.0014837235707903388 0.0010712707770693419 0.0010078445886441741 0.0014895635623634524
leaf_count=1007 279 372 781 109 1129 233
internal_value=0 2.74227e-05 -7.65192e-05 4.68222e-05 0.000146006 0.000245238
internal_weight=0 0.00830599 0.00442625 0.00294253 0.00387974 0.0028719
internal_count=3910 3631 1262 481 2369 1240
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=7
num_cat=0
split_feature=11 13 16 133 16 15
split_gain=3.12782e-05 3.59654e-05 4.17041e-05 8.06069e-05 6.17106e-05 3.055e-05
threshold=0.077330000000000024 0.14810000000000004 0.15100500000000003 0.024320000000000005 -0.19424999999999998 -0.017214999999999998
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=-0.00033981000619908889 -0.00031781815477008204 0.00032474323726400717 -0.00031004232143243553 0.00055922142689491595 -2.0594225667406162e-05 0.00040013571580816511
leaf_weight=0.0017849924431210863 0.001097107946641091 0.0013726609202766513 0.0015210499026946864 0.0010059931833450433 0.0019628077259824881 0.0010023988706564881
leaf_count=314 279 244 472 1087 552 962
internal_value=0 3.36258e-05 -2.12858e-05 5.50169e-05 -5.17631e-05 0.000121635
internal_weight=0 0.0086499 0.00727724 0.00575619 0.0047502 0.00296521
internal_count=3910 3631 3387 2915 1828 1514
is_linear=0
shrinkage=0.00196078


Tree=7269
num_leaves=7
num_cat=0
split_feature=15 42 3 43 2 1
split_gain=1.0669e-05 3.25186e-05 4.26799e-05 3.48473e-05 2.90239e-05 2.79506e-05
threshold=0.079360000000000014 0.091955000000000023 -0.10140999999999999 -0.079109999999999986 0.113945 0.095575000000000007
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=0.017477290096269454 -0.0093357726694728495 -0.015535977549407963 -0.016965664727921059 0.0012695058167789652 -0.010477146220522657 0.021946061399578977
leaf_weight=0.0016974045451966548 0.0010842181497880141 0.0010016345078910655 0.0010605822092225286 0.0017926698933557598 0.0010783721625884615 0.0010290969327768824
leaf_count=325 1436 450 779 481 246 193
internal_value=0 0.00126288 0.00379006 -0.000893281 0.00347735 0.00881024
internal_weight=0 0.00765976 0.00665813 0.00496072 0.00390014 0.00282177
internal_count=3910 2474 2024 1699 920 674
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 3 0
split_gain=1.18994e-05 2.5527e-05 2.85528e-05 2.86936e-05 5.4781e-05 2.51115e-05 6.54423e-06
threshold=1.0000000180025095e-35 -0.42360999999999993 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.076695000000000013 -0.050064999999999991
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=-0.011986671774624189 -0.010176587794118806 0.017768609907062433 0.014306947729155148 -0.0040472513085227689 0.014133947865550431 -0.025982311987085754 0.0027278872481113908
leaf_weight=0.0012174554708882911 0.0010234438469587269 0.0011931321213485531 0.0011911648081982919 0.0010783767933288801 0.0010100687661445296 0.0010114042238576653 0.0010020518976306485
leaf_count=371 304 187 512 885 1310 176 165
internal_value=0 0.00130012 0.00379404 0.000643973 -0.00332366 -0.0146633 0.00845364
internal_weight=0 0.00770365 0.0064862 0.00529307 0.0041019 0.00208978 0.00201212
internal_count=3910 3606 3235 3048 2536 1061 1475
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=6
num_cat=0
split_feature=15 3 4 15 16
split_gain=1.39112e-05 2.28781e-05 2.92385e-05 2.11283e-05 2.92869e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.077354999999999993 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0092291216081222746 -0.0010016608360288758 0.0076178324288075265 -0.021484668032417241 0.016546068452469403 -0.0087582356505059404
leaf_weight=0.0017941520113638342 0.001785412810929489 0.0011559174896124038 0.0011430654193497363 0.001004450617148228 0.0018268950061997176
leaf_count=563 1212 114 848 422 751
internal_value=0 -0.00429468 -0.00899674 0.00371371 0.000154118
internal_weight=0 0.0040844 0.00292848 0.0046255 0.00362105
internal_count=3910 2174 2060 1736 1314
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=8
num_cat=0
split_feature=47 43 16 52 15 1 1
split_gain=3.22952e-05 5.86748e-05 5.84436e-05 4.39363e-05 4.52103e-05 3.65327e-05 0.000113436
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.098910000000000012 -0.0063699999999999989 0.094385000000000011 0.11026000000000001
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=0.00045394088487965849 -0.00033292837662763047 -0.00027722194130082458 -0.00036713677504287483 -0.00031088181089506008 0.00037814954365066365 0.0006369731889756422 -0.00024910733030382502
leaf_weight=0.0011411580152494031 0.0010001895949797975 0.0011974759915319906 0.0015201903436696017 0.0010243188604773436 0.0018691788637522889 0.001004117833492431 0.0012432085805436921
leaf_count=248 179 709 504 664 1143 191 272
internal_value=0 3.84709e-05 -2.18609e-05 6.09508e-05 0.000132625 -5.9883e-07 0.000146798
internal_weight=0 0.00899965 0.00785849 0.0063383 0.00531398 0.0034448 0.00224733
internal_count=3910 3731 3483 2979 2315 1172 463
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 2
split_gain=2.73666e-05 2.31281e-05 3.36009e-05 3.06194e-05 4.41225e-05 4.37986e-05 2.24361e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 0.097135000000000013
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=-0.00020212986086710596 -0.00030127724365244189 0.00036002784116960583 0.00028004124886626762 -0.00054950683756477714 0.00032446671485672295 -1.2282648546132349e-06 -7.4038137283852429e-05
leaf_weight=0.0013313091535755734 0.0010471510742440767 0.0013328041285082734 0.0012912414186989846 0.0010446871171196502 0.001147587034570068 0.0012077914579546761 0.001031317878753242
leaf_count=385 279 198 512 165 1246 896 229
internal_value=0 3.49124e-05 7.96405e-05 1.43381e-05 -6.3084e-05 -0.000255517 0.000135847
internal_weight=0 0.00838674 0.00705543 0.00572262 0.00443138 0.00225248 0.0021789
internal_count=3910 3631 3246 3048 2536 1061 1475
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=8
num_cat=0
split_feature=11 2 52 0 12 3 52
split_gain=2.34622e-05 3.52778e-05 4.48959e-05 3.33482e-05 8.18284e-05 7.27698e-05 3.05517e-05
threshold=0.077330000000000024 0.097940000000000013 -0.048794999999999991 -0.10575999999999998 0.091555000000000011 -0.015064999999999997 0.10433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.00012967689643715927 -0.00027837927872188535 0.00052427749426464144 -0.00012170676302903651 0.00038664036747932344 -0.00066246791432204345 -0.00035426558719848014 0.00030489801609713156
leaf_weight=0.0017974114895033194 0.0010801230435752542 0.0010106287046649986 0.0016953741561748818 0.0010280645858446709 0.0010130615290976962 0.0010107418791048869 0.0010421698280641265
leaf_count=261 279 404 380 1435 674 219 258
internal_value=0 2.82234e-05 0.000171088 -8.22015e-05 -0.000206988 1.93349e-05 4.06996e-05
internal_weight=0 0.00859745 0.00374817 0.00484928 0.00305187 0.00203881 0.00273754
internal_count=3910 3631 1042 2589 2328 1654 638
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=6
num_cat=0
split_feature=15 13 3 49 15
split_gain=1.15217e-05 2.09961e-05 3.97747e-05 2.02016e-05 3.8427e-05
threshold=-0.03231499999999999 0.086705000000000018 0.10666500000000002 -0.029304999999999998 -0.11739999999999999
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.013361814804036008 -0.016394224149259801 0.0081223454159455328 0.0077861014195666142 -0.011240314112700642 0.010577791092857298
leaf_weight=0.0014090441167458798 0.0019980602885973364 0.0010719842109860817 0.0010314457331580505 0.0017167054634073557 0.0015237463299244817
leaf_count=334 1812 251 111 581 821
internal_value=0 -0.00390558 -0.00816163 0.00336573 -0.000980863
internal_weight=0 0.00410149 0.00302951 0.0046495 0.00324045
internal_count=3910 2174 1923 1736 1402
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=8
num_cat=0
split_feature=159 2 15 0 16 15 15
split_gain=1.64463e-05 3.03171e-05 4.19059e-05 4.5288e-05 4.00774e-05 6.64522e-05 1.5389e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.07052499999999999 0.12500000000000003 0.081265000000000018 -0.0071449999999999994 -0.097269999999999981
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=-0.00024186903181811325 -3.0394312021804062e-05 0.0003842305033847145 -0.00031351317764830787 0.00026424925284120737 -0.0003979730189555977 0.00036623694044510269 -0.0003555673184389403
leaf_weight=0.0010209128948825705 0.0011689776745104057 0.0016730238276123203 0.0010715244523259548 0.0010163630718676986 0.0011684216064712658 0.001337106446285586 0.0010733166330867535
leaf_count=633 353 514 465 56 295 1128 466
internal_value=0 2.15066e-05 0.000153012 -3.22641e-05 -8.2663e-05 2.02635e-05 -0.000186045
internal_weight=0 0.00850873 0.00376091 0.00208789 0.00474782 0.0035794 0.00224229
internal_count=3910 3277 1035 521 2242 1947 819
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=7
num_cat=0
split_feature=4 13 0 43 16 12
split_gain=1.18423e-05 2.85658e-05 4.65061e-05 3.22385e-05 3.11483e-05 1.91907e-05
threshold=0.17888000000000001 -0.13934999999999997 -0.017269999999999997 -0.079109999999999986 -0.057604999999999996 0.095000000000000015
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=-0.016729655163032212 -0.0013703837164609758 -0.018785938058317419 0.017006494624105303 -0.011347063191731829 0.011013715332833851 0.016149844081254059
leaf_weight=0.0011396186333552296 0.0015715211055581492 0.001154054089054341 0.0013094006845891645 0.0010953302605252171 0.0014445246119328854 0.0010382204924438004
leaf_count=204 474 1030 307 1030 744 121
internal_value=0 -0.00244123 0.000813287 -0.00492681 0.00137047 0.0055996
internal_weight=0 0.00614293 0.00500331 0.00369391 0.00253985 0.00260974
internal_count=3910 3315 3111 2804 1774 595
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=7
num_cat=0
split_feature=2 150 4 4 15 3
split_gain=3.22382e-05 3.54388e-05 4.17585e-05 3.8316e-05 5.43068e-05 3.91463e-05
threshold=0.11462500000000002 0.090695000000000012 0.15045000000000003 -1.0000000180025095e-35 -0.021529999999999997 -0.032959999999999996
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=0.00038087785284704522 0.00022557846691849713 -0.00036949248914003351 0.00028645385299909561 -0.00036519237450670448 -0.00035903940920455909 0.0001078276534767434
leaf_weight=0.0011167964737703981 0.0019514436104733713 0.0011784624807996665 0.0015090848515958398 0.0013725287937266248 0.0014166045003707695 0.0013471452106625468
leaf_count=562 599 248 265 520 1546 170
internal_value=0 -5.57112e-05 -1.02751e-06 -8.36141e-05 1.59786e-05 -0.000131473
internal_weight=0 0.00794062 0.00676216 0.00525307 0.00388055 0.00276375
internal_count=3910 3311 3063 2798 2278 1716
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=7
num_cat=0
split_feature=484 1 150 16 52 0
split_gain=1.13052e-05 2.83622e-05 3.05962e-05 2.7182e-05 9.70598e-05 2.87984e-05
threshold=0.073820000000000011 0.12263000000000002 0.08486500000000001 -0.025139999999999999 0.091210000000000013 -0.10783
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=-0.010906810861757175 0.0094321185961592502 0.01094060851673357 0.0084191141726280665 -0.037245867775106412 0.0056504396262365125 0.01019761242630263
leaf_weight=0.0014448794910124426 0.0011016729669070264 0.0014974937542644911 0.0014289347332464911 0.0011019081325367103 0.0010118200285725671 0.0011702706638497024
leaf_count=297 503 333 294 901 169 1413
internal_value=0 -0.00140236 -0.004404 -0.00827878 -0.0167118 -0.00146265
internal_weight=0 0.00765531 0.00615781 0.00472888 0.00211373 0.00261515
internal_count=3910 3407 3074 2780 1070 1710
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=8
num_cat=0
split_feature=11 2 0 160 52 15 52
split_gain=2.17818e-05 2.53835e-05 4.20952e-05 5.33136e-05 3.85122e-05 3.63623e-05 2.70419e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 0.041025000000000006 -0.044539999999999989 -0.0039399999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -6
right_child=-2 4 -4 -5 6 -7 -8
leaf_value=-9.148677518924047e-06 -0.00027378886012716271 0.00047749078366416818 -0.00035412271122109559 -0.00032413598860000082 -0.00020126153011310261 0.00048883442396480939 0.00019772230913545603
leaf_weight=0.0012298021742803871 0.0010381818984631927 0.0010006209276862583 0.0013922285788414029 0.0010005241358669076 0.0011448396773390528 0.0010408885468955605 0.001520567625466737
leaf_count=822 279 409 239 360 245 1168 388
internal_value=0 2.74052e-05 -6.85662e-05 5.29666e-05 0.000149487 0.000219128 2.63517e-05
internal_weight=0 0.00832947 0.00466344 0.00327121 0.00366603 0.00227069 0.00266541
internal_count=3910 3631 2589 2350 1042 1990 633
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=6
num_cat=0
split_feature=1 4 3 15 0
split_gain=1.09783e-05 3.15941e-05 1.78337e-05 4.31894e-05 3.63223e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 -0.10071499999999999 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0036504486694305103 -0.0087868292838386968 -0.019017069146841269 0.017444729092425722 0.0090284532049035807 -0.01213842800229409
leaf_weight=0.001511868941923246 0.0011881146190945296 0.0010364043942870005 0.0017623219593440351 0.0015562409786007421 0.0016922454296687244
leaf_count=422 324 1586 430 253 895
internal_value=0 -0.00556862 0.00222824 0.00484003 -0.00199808
internal_weight=0 0.00254827 0.00619892 0.00501081 0.00324849
internal_count=3910 2008 1902 1578 1148
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=8
num_cat=0
split_feature=159 1 2 151 16 1 1
split_gain=2.54068e-05 2.42562e-05 3.40731e-05 4.69692e-05 6.80809e-05 3.10963e-05 2.83014e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 0.095575000000000007 0.088010000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00029542135396838973 -0.00043705900819839352 0.00029838784915819688 -0.00024361047316277158 0.00017185267539930615 -0.00015132502084479849 9.3712488387026143e-06 0.00061326549905458075
leaf_weight=0.0010108360639021824 0.0011233092856722244 0.0011482495711287377 0.001228989463826111 0.0010402233432754032 0.0013271562978614 0.0012873520981684732 0.001205742713275892
leaf_count=633 956 298 400 774 384 271 194
internal_value=0 3.36938e-05 -8.44466e-06 8.70406e-05 0.000200769 -0.000198654 0.000408824
internal_weight=0 0.00836102 0.00721277 0.00480211 0.00357312 0.00241066 0.00224597
internal_count=3910 3277 2979 1752 1352 1227 968
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=7
num_cat=0
split_feature=11 4 2 2 49 1
split_gain=2.16447e-05 2.47599e-05 3.25216e-05 6.74558e-05 2.70416e-05 3.10162e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.084235000000000018 0.096540000000000015 -0.0087399999999999995 0.11198000000000001
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=0.00044784944869159289 -0.0002671347175614974 -0.00027219404429450081 -0.00037089137365606582 0.00025131254912918359 -0.000179872529288229 0.00022670651655976322
leaf_weight=0.0010034267941133566 0.0010615283372522192 0.0016224972902871742 0.001014860598160844 0.0019708693028663961 0.001312193537629633 0.0016021281731807915
leaf_count=748 279 276 1123 498 617 369
internal_value=0 2.97721e-05 0.000142457 3.98231e-05 -6.93104e-05 4.36415e-05
internal_weight=0 0.00852598 0.00398916 0.00298573 0.00453682 0.00291432
internal_count=3910 3631 2369 1621 1262 986
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=7
num_cat=0
split_feature=52 1 15 2 0 43
split_gain=1.136e-05 2.66874e-05 2.20058e-05 3.63301e-05 5.15643e-05 2.28875e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.19153499999999998 0.11005500000000001 0.033525000000000006 -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=-0.0033437092228619132 -0.015749954873765026 0.015745746938031029 -0.0072098994104517269 0.014188689002763913 -0.023791130592006594 0.012525644064890252
leaf_weight=0.001680502111829129 0.0010464703116135846 0.0012980202409054642 0.0011408791362460598 0.0013438405463787112 0.0010392117750142238 0.0012117538109754232
leaf_count=742 321 448 1395 302 98 604
internal_value=0 0.00497535 -0.00262639 0.0002736 -0.00523952 0.00295515
internal_weight=0 0.00297852 0.00578216 0.00473569 0.00339184 0.00235263
internal_count=3910 1190 2720 2399 2097 1999
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.10722e-05 2.2906e-05 4.05905e-05 2.26336e-05 2.24537e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0026770818624061625 -0.014105163504300265 -0.015746116769959524 0.017206555259418218 0.0017573557961522467 0.014332202096591024
leaf_weight=0.0017915567280699645 0.0013415001797470018 0.0012006922462097793 0.0011211831644522313 0.0019202688745492517 0.0013692491706340894
leaf_count=1259 427 857 228 574 565
internal_value=0 -0.00271544 0.000886357 -0.00497656 0.00469128
internal_weight=0 0.00558364 0.00424214 0.00312096 0.00316081
internal_count=3910 2086 1659 1431 1824
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 15
split_gain=1.11225e-05 3.27439e-05 3.94394e-05 3.02965e-05 4.39926e-05 2.71328e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 -0.0039399999999999991
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=0.00032673718969162993 -0.0088042105447638363 0.012696137645324885 -0.014540601300480191 -0.020810265391486459 0.010838775776692962 0.022063453342718115
leaf_weight=0.0011315071283341136 0.0012407036864863696 0.0012262903317747332 0.0013761167300489433 0.0012364124453840023 0.0013560146491735517 0.0011660385819633997
leaf_count=609 647 608 1274 221 149 402
internal_value=0 0.00141792 -0.00297853 -0.00782204 -0.00194428 0.0113584
internal_weight=0 0.00749238 0.00519483 0.00396854 0.00273213 0.00229755
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=7
num_cat=0
split_feature=50 15 47 52 2 4
split_gain=3.24163e-05 4.60858e-05 5.01558e-05 4.20289e-05 4.53831e-05 6.62737e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.09252500000000001 -0.088354999999999989 0.10113500000000002 -0.0010999999999999996
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=0.0003645014679061428 -0.00034083467213035732 -0.00026818473766095628 -0.00036525709907643755 0.00051100721263513179 -0.00012152665352774718 -5.9124617076508881e-05
leaf_weight=0.0013541044364494981 0.0010014669426593832 0.0012954305329268521 0.0013876236536206898 0.0018384362521006311 0.0017947018266637818 0.001366562594555115
leaf_count=401 779 582 258 1147 432 311
internal_value=0 3.097e-05 -2.78157e-05 4.65658e-05 0.000128118 0.000267912
internal_weight=0 0.00903686 0.00768275 0.00629513 0.0049997 0.003205
internal_count=3910 3131 2730 2472 1890 1458
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=6
num_cat=0
split_feature=15 151 4 1 13
split_gain=1.23622e-05 1.47539e-05 3.20162e-05 3.21961e-05 2.90015e-05
threshold=-0.26361999999999991 -0.076429999999999984 -0.0021099999999999995 0.10786000000000001 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.010334501872299652 0.0079851907182031528 0.012656064341164747 -0.022152788881171552 -0.0014187646052016031 -0.0060125949072078744
leaf_weight=0.0010158270392424448 0.001376433138943439 0.0016652903011538812 0.0013792991061346788 0.0016386829691176635 0.0016632516984550864
leaf_count=302 567 1504 698 197 642
internal_value=0 -0.00140019 -0.00343569 -0.0108948 0.00332745
internal_weight=0 0.00772296 0.00634652 0.00301798 0.00332854
internal_count=3910 3608 3041 895 2146
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=8
num_cat=0
split_feature=16 157 160 12 13 4 1
split_gain=3.19245e-05 2.28645e-05 6.10464e-05 3.00389e-05 5.73182e-05 7.46233e-05 5.42868e-05
threshold=0.3935300000000001 -0.072409999999999988 -1.0000000180025095e-35 -0.0089849999999999982 -0.083514999999999992 0.0057500000000000008 0.10915500000000002
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=0.00031370210346393768 -0.00032393295542599226 -0.00042733763888923309 -0.0002061987988008351 0.00041833528124936005 -0.0003562178317837656 0.00054584725989787353 -8.0024479715740769e-05
leaf_weight=0.0010057291747578708 0.0010653739770840149 0.0011043556274528852 0.0012261569542508987 0.001807866665273293 0.0014335704914717764 0.0010304370118800863 0.0011033479411448758
leaf_count=463 380 810 384 527 1051 208 87
internal_value=0 3.56464e-05 -6.44637e-07 7.07375e-05 0.00013391 -1.02308e-05 0.000222218
internal_weight=0 0.00871146 0.00770573 0.00660138 0.00537522 0.00356736 0.00213378
internal_count=3910 3530 3067 2257 1873 1346 295
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=7
num_cat=0
split_feature=4 12 51 48 2 3
split_gain=1.14655e-05 3.3296e-05 2.89745e-05 3.23721e-05 2.18781e-05 1.0102e-05
threshold=0.17888000000000001 0.096055000000000015 -0.032189999999999989 0.08346000000000002 0.10869000000000002 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.012953620118234935 0.014792058695433236 -0.018306613544122507 -0.010179087423926867 0.014938435175756061 -0.003516236600979611 0.0036991766844830347
leaf_weight=0.0011477545893694876 0.0012879302193947605 0.0010833065311133608 0.001062205467978018 0.0018052322910114922 0.0013233536500397282 0.0010360739026779092
leaf_count=532 281 700 1417 491 314 175
internal_value=0 -0.00239814 0.00101363 0.00512044 0.00551373 -0.00332637
internal_weight=0 0.00613457 0.00505127 0.00390351 0.00261128 0.00209828
internal_count=3910 3315 2615 2083 595 1592
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=6
num_cat=0
split_feature=43 52 0 43 3
split_gain=1.10429e-05 2.14429e-05 3.66118e-05 3.1072e-05 1.8085e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.15137999999999999 0.070805000000000021 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0019201398068102245 -0.013738578813167141 0.013148610133950914 -0.014848347758562089 0.0070718424573917513 0.013355932558570144
leaf_weight=0.0017899469113221154 0.0013390875792344348 0.0015290931584742832 0.0016403779594271501 0.0010674905114354488 0.0013667416811814069
leaf_count=1259 427 231 1091 337 565
internal_value=0 -0.00270792 0.000778311 -0.00620701 0.00469389
internal_weight=0 0.00557605 0.00423696 0.00270787 0.00315669
internal_count=3910 2086 1659 1428 1824
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=7
num_cat=0
split_feature=151 4 0 42 43 1
split_gain=1.13017e-05 3.41256e-05 3.84552e-05 2.99041e-05 3.97594e-05 4.18515e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 -0.083899999999999988 0.094385000000000011
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=-0.0095443823313551279 -0.019456157963770329 0.015870294056043378 -0.013760040775061492 0.021890832130156058 -0.009783481801033311 0.013592205169403519
leaf_weight=0.0010919898109708528 0.0010260523350875796 0.0013326575975761519 0.0010107242818622889 0.0010857975471574564 0.0018834144019075801 0.0012908680752576032
leaf_count=423 151 375 954 320 1221 466
internal_value=0 0.00133264 -0.00174408 0.00170388 0.00537276 -0.000277419
internal_weight=0 0.00762951 0.00629686 0.0052708 0.00426008 0.00317428
internal_count=3910 3487 3112 2961 2007 1687
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 12
split_gain=1.0846e-05 2.37185e-05 5.66849e-05 2.39709e-05 3.97968e-05 3.18221e-05
threshold=0.093125000000000013 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 0.080120000000000011
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=-0.021749401879031949 -0.0090315823594833197 0.021417684388630859 0.0096229239907139122 0.015509662432739438 -0.01373473466415899 -0.0017504712121228499
leaf_weight=0.0012311635494265409 0.0011592128770901138 0.0010383794308926196 0.0010821746884076661 0.0015518932056172883 0.0012583749028837257 0.0013817426987620487
leaf_count=495 787 211 223 314 507 1373
internal_value=0 0.00135788 -0.00707349 0.00508698 0.00068983 0.00819008
internal_weight=0 0.00754373 0.00231334 0.00523039 0.0036785 0.00242012
internal_count=3910 3123 718 2405 2091 1584
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=6
num_cat=0
split_feature=52 13 1 16 1
split_gain=1.1284e-05 2.56783e-05 2.99309e-05 1.86168e-05 4.9207e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.094359999999999986 0.088010000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011315190725009994 -0.0088831810705509873 -0.008142789896373355 -0.01269402457774662 -0.004923889665623845 0.022384751546462626
leaf_weight=0.0019465187137611946 0.0012333880554733197 0.0010606766487380988 0.0017846213740193946 0.0014473235349087492 0.0012126641298916782
leaf_count=520 647 353 349 1448 593
internal_value=0 0.00144301 -0.00204752 0.00305909 0.00752587
internal_weight=0 0.0074518 0.00550529 0.00372066 0.00265999
internal_count=3910 3263 2743 2394 2041
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=7
num_cat=0
split_feature=13 16 42 48 1 0
split_gain=1.06885e-05 2.79579e-05 3.05224e-05 2.73794e-05 3.72928e-05 1.02887e-05
threshold=0.11202500000000001 0.15100500000000003 0.084100000000000022 0.086215000000000014 0.10593500000000002 -0.10209999999999998
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=0.011510477434108195 0.0075130803427068057 -0.013892476741162519 -0.012470304045125606 -0.0062836854385749374 -0.0049603513270701088 0.025738436962057649
leaf_weight=0.0010331573434509849 0.0015472820261695722 0.0014795781605637061 0.0012177634213998596 0.0013793548657147318 0.0010148909075104722 0.0010003685877140547
leaf_count=231 288 565 1419 339 252 816
internal_value=0 -0.00165646 0.00155035 0.00540642 0.010696 0.0185098
internal_weight=0 0.00712511 0.00564554 0.00442777 0.00304842 0.00203353
internal_count=3910 3622 3057 1638 1299 1047
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=8
num_cat=0
split_feature=159 484 49 52 151 2 0
split_gain=3.16643e-05 3.72511e-05 3.83403e-05 4.71527e-05 5.72415e-05 9.35303e-05 8.70718e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.081419999999999979 -0.080899999999999986 -0.0088999999999999982 0.11085000000000002 0.012625000000000003
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=-0.00032510039031488771 0.00029839454628763389 0.00038732483826786884 -0.00043560171573663021 -0.00039968258537380965 0.00019238958282003757 0.00062251059032450071 -0.00049232294515161226
leaf_weight=0.0010319863314452457 0.0012916524411931279 0.0010347568269205246 0.0011282977701615121 0.0010581633171391353 0.0019379531279343008 0.0010318713004897197 0.0011306082432689813
leaf_count=633 255 392 647 256 1389 254 84
internal_value=0 3.83546e-05 -9.293e-06 -7.25079e-05 6.90866e-06 0.000111834 -5.9892e-05
internal_weight=0 0.0086133 0.00757855 0.00628689 0.0051586 0.00410043 0.00306856
internal_count=3910 3277 2885 2630 1983 1727 1473
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=7
num_cat=0
split_feature=4 160 2 3 3 2
split_gain=1.14936e-05 2.82329e-05 3.53726e-05 4.15579e-05 4.63769e-05 2.04047e-05
threshold=0.17888000000000001 -0.026849999999999995 0.11085000000000002 0.088060000000000013 -0.078669999999999976 0.10869000000000002
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=0.010902508946766528 0.014562253126178757 -0.019259666792980926 0.010313173066155756 -0.027415446181663545 0.0071743804338247593 -0.0031845296650056818
leaf_weight=0.0012649586609684614 0.0012769609163289979 0.0011439814778190017 0.0010535666895310474 0.0010406084467948877 0.0015808841040001423 0.0013150965906636757
leaf_count=910 281 1390 323 120 572 314
internal_value=0 -0.00239361 -0.00588374 -0.0104156 -0.00392344 0.00555831
internal_weight=0 0.006084 0.00481904 0.00376547 0.00272487 0.00259206
internal_count=3910 3315 2405 2082 1962 595
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=7
num_cat=0
split_feature=49 3 42 15 3 15
split_gain=1.15468e-05 3.14541e-05 2.22555e-05 2.71692e-05 3.70147e-05 3.78621e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.091330000000000008 -0.19153499999999998 -0.100615 -0.017214999999999998
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=0.018458997913818494 -0.013472898280474039 -0.0051167036185040746 -0.015889873271184511 0.019739397964675907 -0.014089033037571572 0.00801935975765764
leaf_weight=0.001080492873004536 0.0011251406054918608 0.0011882689174582974 0.0010005913791000191 0.0011061235637909979 0.001362226013212431 0.0017957874527217417
leaf_count=350 299 209 791 336 755 1170
internal_value=0 0.00611117 -0.00219337 0.000349569 0.00399678 -0.00151721
internal_weight=0 0.00226876 0.00638987 0.00538928 0.00426414 0.00315801
internal_count=3910 559 3351 2560 2261 1925
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=8
num_cat=0
split_feature=43 15 16 16 12 1 3
split_gain=2.26535e-05 3.99777e-05 6.14168e-05 5.08137e-05 3.85423e-05 5.48717e-05 0.000156788
threshold=-0.18906999999999999 -0.03231499999999999 0.15100500000000003 -0.013279999999999998 0.090965000000000018 0.094385000000000011 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00022883785610094517 -0.00017399351186873923 -0.00026103788092143024 -0.00058884774136206016 0.00030521750268936045 -0.00021090827235808378 0.00092532479601710449 -0.00011098884022143323
leaf_weight=0.0013592532415080483 0.0010927099131314301 0.0015025962596164407 0.001086704205678276 0.0010248316987008356 0.0012993354301972966 0.0010308581225492892 0.0012322296435837159
leaf_count=261 554 1227 248 553 521 338 208
internal_value=0 -4.43076e-05 -0.000199036 -3.14304e-05 7.58195e-05 0.000186838 0.000361062
internal_weight=0 0.00826927 0.00361413 0.00252743 0.00465513 0.0033558 0.00226309
internal_count=3910 3649 2028 1780 1621 1100 546
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=7
num_cat=0
split_feature=15 150 3 15 13 3
split_gain=1.22001e-05 2.07572e-05 3.67535e-05 3.38064e-05 2.04041e-05 3.57369e-05
threshold=-0.03231499999999999 0.08486500000000001 -0.074234999999999982 -0.11739999999999999 0.086705000000000018 0.10666500000000002
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=0.01311102856794928 -0.016113927133272872 0.014502891070475905 0.0043581928815426638 -0.020874836071521241 0.0079121847954431151 0.0069420038051366834
leaf_weight=0.0012369743190006571 0.0019704867335420175 0.0012492696393454419 0.0010363080895545267 0.001088824735650602 0.0010576158777820901 0.0010204268650858511
leaf_count=756 1812 278 361 341 251 111
internal_value=0 0.00349644 -0.000593259 -0.0085701 -0.00402626 -0.00824781
internal_weight=0 0.00461138 0.00336211 0.00212513 0.00404853 0.00299091
internal_count=3910 1736 1458 702 2174 1923
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=7
num_cat=0
split_feature=49 160 43 49 3 13
split_gain=1.03319e-05 2.96048e-05 3.70689e-05 5.20088e-05 6.12332e-05 3.73314e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.074254999999999988 -0.029304999999999998 -1.0000000180025095e-35 -0.0101
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=0.011640797896816282 0.0094813519955603883 0.018851227467020337 0.0050084094680694392 -0.037220359018502361 -0.0054901884285988535 -0.0068244334329181384
leaf_weight=0.0014395614453508836 0.0010108645346420661 0.0011234165675126995 0.0014357569600693511 0.0010524355511977647 0.0014408488835067465 0.0011418544679666718
leaf_count=863 541 493 235 1203 211 364
internal_value=0 -0.00127704 -0.00427916 -0.010153 -0.0188838 0.00590891
internal_weight=0 0.00763387 0.00619431 0.00392904 0.00249328 0.00226527
internal_count=3910 3369 2506 1649 1414 857
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=3.77178e-05 3.18065e-05 5.29461e-05 4.68801e-05 6.87718e-05 9.82303e-05 4.88559e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00035520396287784002 -0.00043054201848972387 0.00033500250320311079 -0.00030853773566659324 0.0004585955759328844 0.00017890604402665837 0.0005769924052685233 -0.00039477475782926876
leaf_weight=0.0010542025468046968 0.0010997970148776594 0.0011921583828765452 0.0017462826532828064 0.0010379222170926131 0.0011346036177965891 0.0012338525712786612 0.0011484266967224876
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 3.77748e-05 -1.01036e-05 8.20604e-05 -2.59227e-06 0.000131236 -0.000109671
internal_weight=0 0.00859304 0.00740088 0.0056546 0.00461668 0.00351688 0.00228303
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 2
split_gain=1.74433e-05 2.21856e-05 3.56109e-05 2.77744e-05 5.18536e-05 4.39576e-05 2.57589e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 0.096750000000000017
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=-0.00020798858826992565 -0.00024447010572746974 0.00036307333908457921 0.00025878286544652216 -0.00058262372509034074 0.00035518334235347735 -2.6556834354504277e-05 -7.8124060444809259e-05
leaf_weight=0.0012985186546535269 0.0010231223240801572 0.0013046523780552398 0.0012644884494590987 0.0010122227937583103 0.0011013642986413808 0.0011880825641011259 0.0010122583736275619
leaf_count=385 279 198 512 165 1234 896 241
internal_value=0 2.70905e-05 7.14391e-05 3.23313e-06 -7.1673e-05 -0.000282368 0.000147663
internal_weight=0 0.00818159 0.00688307 0.00557842 0.00431393 0.00220031 0.00211362
internal_count=3910 3631 3246 3048 2536 1061 1475
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=7
num_cat=0
split_feature=159 4 42 52 16 16
split_gain=3.62609e-05 3.49331e-05 3.30934e-05 3.97354e-05 5.90677e-05 5.87779e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -1.0000000180025095e-35 -0.092854999999999979 -0.094359999999999986 0.070590000000000014
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=-0.0003526879094780421 -0.00033458132718089558 0.00029794460239402135 -0.00029089804905494467 -0.00016581357872454149 0.00049287973433974049 -9.2036699020752006e-05
leaf_weight=0.0010359604904762012 0.0011099358043224388 0.0015900804594780049 0.0011553302269924834 0.0017822671009727706 0.001883349229631659 0.0010173047034663881
leaf_count=633 923 412 581 321 945 95
internal_value=0 3.57707e-05 -2.42273e-05 3.47755e-05 0.000115123 0.00028774
internal_weight=0 0.00853827 0.00694819 0.00583825 0.00468292 0.00290065
internal_count=3910 3277 2865 1942 1361 1040
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=6
num_cat=0
split_feature=52 151 2 1 3
split_gain=1.03138e-05 2.53054e-05 4.01649e-05 3.64622e-05 3.05035e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.089910000000000004 0.095575000000000007 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.009329596226484391 -0.0084786224281689759 -0.01901996042998259 0.019839924758550107 0.0052255999764859789 -0.00034261136760687207
leaf_weight=0.001701758819362585 0.001238790769479115 0.0010540075916705715 0.0019504265760144869 0.0015072689477821791 0.0012155657852078428
leaf_count=620 647 1246 942 300 155
internal_value=0 0.00137734 0.00455873 -0.00475185 0.0120909
internal_weight=0 0.00742903 0.00572727 0.00256128 0.00316599
internal_count=3910 3263 2643 1546 1097
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=7
num_cat=0
split_feature=1 42 3 0 2 16
split_gain=2.01328e-05 3.4959e-05 3.89737e-05 4.34403e-05 6.39921e-05 2.08593e-05
threshold=0.12864500000000004 0.092635000000000009 -0.08348499999999999 -0.23029999999999998 0.094825000000000007 -0.069894999999999985
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=0.00042282316489240871 0.00021085147907450659 -0.00038055841884530108 0.00021928474327194208 -0.00049434244745228219 3.6538987976897513e-05 4.7292501352750623e-05
leaf_weight=0.0010434009973806081 0.0014384742223600274 0.0010183752114792865 0.0012625755403834898 0.0015996828087594733 0.0019215499336898935 0.0012499141545332672
leaf_count=619 331 706 140 944 478 692
internal_value=0 -4.08847e-05 7.99331e-06 -9.27537e-05 -0.000204638 0.00021815
internal_weight=0 0.0080955 0.00707712 0.00478381 0.00352123 0.00229332
internal_count=3910 3579 2873 1562 1422 1311
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=7
num_cat=0
split_feature=4 42 15 160 1 0
split_gain=1.03698e-05 2.22044e-05 4.18502e-05 4.17127e-05 3.8572e-05 1.23115e-05
threshold=0.27608500000000008 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.094385000000000011 -0.065204999999999985
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=0.023007022496550237 0.007042361703567342 -0.012441742959353701 -0.01645711843401956 -0.016388569006846539 0.013249483196638184 -0.0007692637120040053
leaf_weight=0.0010446955026460719 0.0016732755374407127 0.0015138689050394416 0.0010744873047651713 0.0010133077177774982 0.0013451458667855243 0.0010053077740001682
leaf_count=465 441 1261 840 470 325 108
internal_value=0 -0.00172083 0.00123927 0.00555247 0.000131542 -0.00860987
internal_weight=0 0.00699681 0.00548294 0.00440846 0.00336376 0.00201862
internal_count=3910 3469 2208 1368 903 578
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=8
num_cat=0
split_feature=16 52 4 13 2 15 4
split_gain=2.19717e-05 2.1045e-05 3.17351e-05 2.78686e-05 3.726e-05 4.69307e-05 3.88701e-05
threshold=0.3935300000000001 -0.048794999999999991 -0.0040999999999999986 0.0099250000000000015 0.10393500000000001 -0.0071449999999999994 0.26450500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6
right_child=-2 3 -4 -5 6 -7 -8
leaf_value=-4.4085753740428506e-05 -0.00027438007062260256 -6.4665366143965548e-05 0.00040319038783263818 -0.00025117212372608003 -0.0003898668304288136 0.00050944429562403367 0.00014082693514558974
leaf_weight=0.0011916331647524247 0.0010113467861207958 0.0010660379228454797 0.0012492695309100656 0.0016153275509041866 0.0011015763547175218 0.0011252731416806878 0.0010237718746190882
leaf_count=581 380 693 276 382 211 1163 224
internal_value=0 3.15863e-05 0.000184833 -3.14718e-05 5.07417e-05 0.000230149 -0.000134234
internal_weight=0 0.00837289 0.0024409 0.00593199 0.00431666 0.00219131 0.00212535
internal_count=3910 3530 857 2673 2291 1856 435
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=7
num_cat=0
split_feature=42 160 160 13 16 16
split_gain=1.03777e-05 3.28842e-05 2.77918e-05 3.70691e-05 4.90228e-05 6.56716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 -0.074204999999999979 -0.45301499999999995
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=-0.0087639618253351117 -0.011049831388618762 -0.0079969245389526853 -0.0097478518681401727 0.0055143253173603121 9.8982900010979746e-05 0.04148242074182832
leaf_weight=0.0011752490641404973 0.0016652175871052326 0.0010956582506721512 0.0010615286098381096 0.0010238329083106005 0.0016391040764551484 0.0010068082064143965
leaf_count=1060 1040 145 332 151 685 497
internal_value=0 0.00134313 0.00488479 0.00814431 0.0129635 0.0233476
internal_weight=0 0.00749215 0.00582693 0.0047654 0.00366975 0.00203064
internal_count=3910 2850 1810 1478 1333 648
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=7
num_cat=0
split_feature=52 3 12 2 12 3
split_gain=9.47223e-06 2.9737e-05 2.13493e-05 2.80973e-05 4.63305e-05 3.55214e-05
threshold=-0.048794999999999991 0.090325000000000003 0.10058500000000002 0.083585000000000007 0.08401500000000002 0.090325000000000003
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=-0.0032208734568935798 -0.012901630690442645 0.017560978782275392 -0.014526278370487457 0.011270609606776248 0.022441608639131649 -0.013543245325848842
leaf_weight=0.0018302047972324439 0.0011406106350151531 0.0011037980824817905 0.0011565751999965974 0.0010280160359785095 0.0010723573701990163 0.0013146657747928564
leaf_count=995 701 195 379 333 1086 221
internal_value=0 0.00459744 -0.00239303 0.000687325 0.00522599 -0.00265443
internal_weight=0 0.002934 0.00571223 0.00455565 0.00341504 0.00234268
internal_count=3910 1190 2720 2341 1640 554
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=7
num_cat=0
split_feature=4 151 16 16 2 3
split_gain=3.08761e-05 3.52825e-05 4.16424e-05 3.17251e-05 5.70109e-05 4.77361e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.15100500000000003 0.090545000000000014 -0.072459999999999983
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=0.00021144744009976026 0.00022702974224449545 -0.00036148571550521469 -0.00015453525179518407 0.00013273456541914271 0.00048591033449498118 -0.0004446524632755391
leaf_weight=0.001541796071523575 0.0018576797732724974 0.0019050277831143868 0.0011007074749296269 0.0010217120692381405 0.0010386284856872361 0.0011937215479068128
leaf_count=558 426 539 1303 354 527 203
internal_value=0 -5.42484e-05 -0.00011969 -1.39141e-05 0.000156395 -0.000178374
internal_weight=0 0.00780159 0.0062598 0.00435477 0.00213934 0.00221543
internal_count=3910 3484 2926 2387 1830 557
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=7
num_cat=0
split_feature=15 12 13 16 3 52
split_gain=1.06665e-05 1.80176e-05 2.00408e-05 5.46682e-05 4.79851e-05 7.62465e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 0.090325000000000003 -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=0.0096638150652096771 -0.012448447443967052 -0.021370650079609557 0.011143892448801289 -0.022506599881125647 0.017165411568552832 0.014158990874419547
leaf_weight=0.001005589168394559 0.0012170522876560029 0.001144917006125189 0.0014549007434205797 0.0012348289039819126 0.001542114173692293 0.0010489284060109664
leaf_count=302 329 264 476 887 241 1411
internal_value=0 -0.00129192 0.000821177 -0.00220018 0.00353671 -0.00566612
internal_weight=0 0.00764274 0.00642569 0.00497079 0.00382587 0.00228376
internal_count=3910 3608 3279 2803 2539 2298
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=7
num_cat=0
split_feature=4 12 151 3 52 2
split_gain=1.09713e-05 2.61764e-05 3.23843e-05 6.88815e-05 4.09017e-05 1.55845e-05
threshold=0.17888000000000001 0.096055000000000015 -0.0074049999999999993 0.076695000000000013 0.071660000000000015 0.10869000000000002
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=0.014463417925606592 0.013354929109408201 -0.016564231009085873 -0.0054055657529139284 -0.022146791579718588 0.021068586500705144 -0.0021955520767648106
leaf_weight=0.0012725332161425177 0.0012669180380304114 0.0010664727571300494 0.001328558563491381 0.0013397558099264239 0.0010407139603026891 0.0013117550043746742
leaf_count=511 281 700 1040 252 812 314
internal_value=0 -0.00234566 0.000698305 -0.00402438 0.00622333 0.0054445
internal_weight=0 0.00604803 0.00498156 0.00370903 0.00236927 0.00257867
internal_count=3910 3315 2615 2104 1852 595
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=6
num_cat=0
split_feature=52 4 16 4 15
split_gain=1.12263e-05 2.46836e-05 2.07857e-05 3.4526e-05 2.46009e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.114825 -0.078094999999999984 -0.14487999999999998
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.00511677994489022 0.015830351612099763 0.013357530402487244 0.0021472778486469435 -0.020286699056110247 -0.0034028045338924499
leaf_weight=0.0013175971019573995 0.0010155737796828743 0.0016032291476965131 0.0013978517561172353 0.0013471449575368913 0.001926794397575469
leaf_count=795 285 395 887 1089 459
internal_value=0 0.00502369 -0.00260352 -0.00886251 0.00323562
internal_weight=0 0.00292083 0.00568736 0.002745 0.00294237
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=7
num_cat=0
split_feature=11 16 16 0 1 3
split_gain=1.05324e-05 1.92594e-05 2.21518e-05 3.51643e-05 2.44287e-05 1.51438e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.15100500000000003 -0.075584999999999986 0.094385000000000011 -0.018854999999999997
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=-0.010351507359969149 -0.009631797822429301 -0.0069248938255098789 0.0033761894755258586 0.021941114272999652 0.010708527149182825 -0.013877710975659832
leaf_weight=0.0012023097922187285 0.0010054877364324482 0.0015717300378553173 0.0010271805993815799 0.0012118221626931333 0.0015708542854492584 0.0010078025674582812
leaf_count=371 304 1781 368 606 313 167
internal_value=0 0.00125959 0.00344449 0.00746972 0.00188936 -0.00516861
internal_weight=0 0.0075917 0.00638939 0.00435441 0.00314258 0.00203498
internal_count=3910 3606 3235 2700 2094 535
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=7
num_cat=0
split_feature=1 4 1 15 16 15
split_gain=1.05237e-05 2.58231e-05 2.077e-05 2.87456e-05 3.2497e-05 1.66572e-05
threshold=0.076710000000000014 -0.084009999999999987 0.089455000000000021 -0.10071499999999999 -0.010819999999999998 -0.20388499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4
right_child=2 -3 3 4 -6 -7
leaf_value=0.0029934419682290346 0.015131036568368365 -0.017685728774596964 -8.0930767183286001e-05 -0.016500588509929543 0.0051205220357586493 0.017256944270674746
leaf_weight=0.0014738153435942462 0.0010356241952092435 0.0010230387167357029 0.0011753972641673858 0.0015991837736257734 0.0012297267548212068 0.0010483668194928358
leaf_count=422 424 1586 333 530 480 135
internal_value=0 -0.00547946 0.00222984 -0.000414463 -0.0071019 0.0080928
internal_weight=0 0.00249685 0.0060883 0.00505267 0.00282891 0.00222376
internal_count=3910 2008 1902 1478 1010 468
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=7
num_cat=0
split_feature=49 3 12 3 3 2
split_gain=9.94447e-06 2.82298e-05 5.75885e-05 2.75083e-05 2.242e-05 1.22218e-05
threshold=-0.029304999999999998 -0.075954999999999981 0.091555000000000011 -0.0045049999999999995 0.096385000000000012 0.11290500000000002
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=0.017368143254619075 0.0040267463962005744 0.010946291814299179 -0.027149928428961124 -0.0048326638340145563 -0.011858228218476966 0.0035847759004855959
leaf_weight=0.0010636483630179928 0.0012588918120345024 0.0019063430410977394 0.0011192423174374807 0.0011742994942493335 0.0010226656549877406 0.001027237199516346
leaf_count=350 1455 881 717 209 138 160
internal_value=0 -0.00203577 -0.0106462 0.0057189 0.00314005 -0.00411951
internal_weight=0 0.00633438 0.00237813 0.00223795 0.00395625 0.0020499
internal_count=3910 3351 2172 559 1179 298
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=8
num_cat=0
split_feature=147 11 13 1 1 1 0
split_gain=3.32635e-05 3.3983e-05 4.19839e-05 4.40514e-05 6.24109e-05 5.76923e-05 2.83255e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.090744999999999978 0.11663000000000003 0.10113500000000002 0.089075000000000015 -0.053834999999999994
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=0.00026649638233919401 0.00032801012682744817 -0.00037796517978456404 0.0002420183123066699 -0.00039754558718121079 0.00038667707891593334 -0.00051359247395083637 -0.00019311559372052611
leaf_weight=0.001789347665030026 0.0010520478402769101 0.0010169058747265649 0.0012682530310012229 0.0012844249348466369 0.0012517998661244539 0.0010264500761457602 0.0010524628224210966
leaf_count=491 234 284 1749 291 260 403 198
internal_value=0 -4.11477e-05 3.49236e-06 -7.64965e-05 1.31679e-05 -0.00012652 4.46817e-05
internal_weight=0 0.00868964 0.00767274 0.00588339 0.00459897 0.00334717 0.00232072
internal_count=3910 3676 3392 2901 2610 2350 1947
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=7
num_cat=0
split_feature=11 13 0 49 2 2
split_gain=2.947e-05 2.71894e-05 2.73304e-05 4.7935e-05 6.07846e-05 8.01341e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.081615000000000007
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=0.00024331324925631101 -0.00031621721330414403 -0.00031729836788459945 -0.00021900517842338168 -4.8494737071401811e-05 -0.00023471299796263564 0.00066210997594013158
leaf_weight=0.001830241738015344 0.0010508944085556608 0.0010164649517183074 0.0019842152511877972 0.0011332273551623875 0.0010234238778934037 0.0013217624698523673
leaf_count=534 279 211 456 639 264 1527
internal_value=0 3.22808e-05 -2.73326e-05 5.72792e-05 0.000166739 0.000334094
internal_weight=0 0.00830934 0.00647909 0.00449488 0.00347841 0.00245499
internal_count=3910 3631 3097 2641 2430 2166
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 49
split_gain=1.13936e-05 2.2662e-05 4.14585e-05 3.77035e-05 4.40731e-05 5.51109e-05
threshold=0.27608500000000008 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10131499999999999 -0.006494999999999999
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=-0.018060669027826642 0.0074159002022630566 -0.012652317824266877 0.019327112519292186 0.013910766011693413 -0.025413307501946175 0.012772184605636117
leaf_weight=0.0010216159112565182 0.0016627170360498083 0.0015064041261747757 0.001024684693749521 0.0010136317156923171 0.0010229562860765997 0.0013401891288459234
leaf_count=151 441 1261 687 216 918 236
internal_value=0 -0.0018018 0.00121222 -0.00300797 -0.00807461 -0.00056479
internal_weight=0 0.00692948 0.00542308 0.00439839 0.00338476 0.00236181
internal_count=3910 3469 2208 1521 1305 387
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=7
num_cat=0
split_feature=52 4 15 2 0 43
split_gain=1.16448e-05 2.37311e-05 1.96929e-05 3.86787e-05 5.98219e-05 2.68003e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 0.11005500000000001 0.033525000000000006 -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=-0.0048457475249242665 -0.015183063107248266 0.013302784598430904 -0.0078754108859743054 0.014635571014367764 -0.025832483678799947 0.013714483393446371
leaf_weight=0.0013116056525348868 0.0010276960305142064 0.0015987326997052237 0.0011117905904913343 0.0013145707616340949 0.0010168632312289178 0.0011907615407825418
leaf_count=795 321 395 1395 302 98 604
internal_value=0 0.00512376 -0.00265951 0.000117882 -0.00563148 0.00328977
internal_weight=0 0.00291034 0.00566168 0.00463399 0.00331942 0.00230255
internal_count=3910 1190 2720 2399 2097 1999
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=7
num_cat=0
split_feature=151 16 0 15 1 15
split_gain=1.12381e-05 3.54397e-05 3.87479e-05 5.10763e-05 5.28467e-05 4.65494e-05
threshold=-0.084129999999999996 -0.50388999999999984 -0.10943499999999999 -0.074174999999999977 0.081005000000000008 -0.092459999999999987
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=-0.0096166569016950133 0.017932426766302242 -0.028041228914589794 0.023535238409701842 0.0083267672064545415 -0.01743576783062244 0.0019363234925386056
leaf_weight=0.0010671397609624371 0.001099830709142823 0.0010147814373833491 0.0010132645950267239 0.001961460576559475 0.0013403240868394436 0.0010580862317633238
leaf_count=423 242 181 798 1240 803 223
internal_value=0 0.00135237 -0.00150228 0.00389578 -0.00213126 -0.0127393
internal_weight=0 0.00748775 0.00638792 0.00431505 0.00330178 0.00207287
internal_count=3910 3487 3245 2841 2043 404
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=7
num_cat=0
split_feature=52 52 12 2 12 3
split_gain=1.18356e-05 2.13867e-05 1.8362e-05 2.56045e-05 3.8239e-05 2.22178e-05
threshold=-0.048794999999999991 -0.088354999999999989 0.10058500000000002 0.083585000000000007 0.08401500000000002 0.090325000000000003
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=-0.0016396952775531463 -0.012885548473571307 0.015980275921959979 -0.014062446787119681 0.0084413022419884253 0.020326261824166983 -0.011306571200615062
leaf_weight=0.0017829203156753354 0.001124699173307893 0.0011226008724162975 0.0011338937531747938 0.0010142844032964456 0.0010542563631258991 0.0012998228037537241
leaf_count=849 701 341 379 333 1086 221
internal_value=0 0.0051681 -0.0026912 0.000178512 0.00454061 -0.00265098
internal_weight=0 0.00290552 0.00562696 0.00449306 0.00336836 0.00231411
internal_count=3910 1190 2720 2341 1640 554
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=8
num_cat=0
split_feature=159 151 4 16 48 16 0
split_gain=3.93162e-05 3.47066e-05 5.4465e-05 5.45161e-05 9.74419e-05 6.28154e-05 4.4917e-05
threshold=-1.0000000180025095e-35 -0.084129999999999996 0.27608500000000008 -0.094359999999999986 0.088875000000000023 0.15100500000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00035316829441355398 -0.00028941158342687918 -0.00054381440378981321 0.00045258124288632138 0.00024280151148890023 0.00067125368981923864 -0.00028007029342303174 3.635539972504099e-05
leaf_weight=0.0010771937854776583 0.0010628346817498835 0.0010125901082427748 0.0013135833712528619 0.0017671440551569422 0.0010129824920427164 0.0017662740736640533 0.0010399779171682763
leaf_count=633 393 142 361 1326 287 440 328
internal_value=0 4.32747e-05 8.7962e-05 1.53812e-05 0.000135129 -1.857e-05 -0.000249859
internal_weight=0 0.00897539 0.00791255 0.00659897 0.0045464 0.00353342 0.00205257
internal_count=3910 3277 2884 2523 2053 1766 470
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=8
num_cat=0
split_feature=11 13 0 49 2 2 16
split_gain=2.32907e-05 2.90473e-05 3.22218e-05 8.32261e-05 6.02611e-05 6.39114e-05 4.08074e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.053834999999999994 -0.07107999999999999 0.11230000000000001 0.081615000000000007 0.15100500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.00025177650394435792 -0.00026828213465180794 -0.00041258049284964896 5.3719643296118569e-05 3.2895849773681742e-05 -0.00018412519430953766 0.00065736596832229597 -0.00050197980247007688
leaf_weight=0.0019226640256178726 0.0010628713308116168 0.0010672880880186874 0.0010033401596243835 0.0011528172856062403 0.0010501361594607911 0.0013896769445858978 0.0010292458949850431
leaf_count=534 279 211 234 639 264 1527 222
internal_value=0 3.93574e-05 -2.16677e-05 6.8188e-05 0.000211013 0.000374219 -0.000227671
internal_weight=0 0.00861517 0.0066925 0.00465992 0.00359263 0.00254249 0.00203259
internal_count=3910 3631 3097 2641 2430 2166 456
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=7
num_cat=0
split_feature=1 2 3 3 15 0
split_gain=1.42796e-05 2.54062e-05 1.72964e-05 3.40795e-05 4.08745e-05 3.69288e-05
threshold=0.076710000000000014 0.097360000000000016 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997
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=-0.018043117188198763 -0.008397924833412649 0.0023570463351612059 0.019306537275966068 -0.003821570487687337 -0.012303027872728901 0.022478989865863233
leaf_weight=0.0010678551773080354 0.0011561132698735422 0.0014253287670021315 0.0012695837795768687 0.0010792455947375298 0.0015110697972348769 0.0010564740384570051
leaf_count=1488 324 520 818 125 319 316
internal_value=0 -0.00638054 0.00260777 0.00519582 0.000283351 0.0091885
internal_weight=0 0.00249318 0.00607249 0.00491637 0.00364679 0.00213572
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=9
num_cat=0
split_feature=159 1 484 2 49 52 16 43
split_gain=4.35189e-05 5.48666e-05 4.40329e-05 3.71022e-05 4.06551e-05 4.97666e-05 0.000121447 1.02616e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.073820000000000011 0.086875000000000022 -0.047894999999999993 0.091210000000000013 -0.25582999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 -2
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.000380392383465338 -0.00043154455854719169 0.00042810263008928465 0.00035780860961205635 0.00033435342255112117 0.00020543166845080668 0.00022691023651941748 -0.00075328302874864018 -0.00015685146831968303
leaf_weight=0.0010486658010072447 0.001050833917087226 0.0012196049433577183 0.0010230558396374205 0.0011763339428764942 0.0010074255076581514 0.0011899578322266849 0.0010247484419353861 0.0010406258498481603
leaf_count=633 786 298 345 230 176 332 774 336
internal_value=0 4.235e-05 -2.02704e-05 -7.98698e-05 2.23615e-05 -9.15403e-05 -0.000278012 -0.000294868
internal_weight=0 0.00873259 0.00751298 0.00648993 0.00439847 0.00322213 0.00203217 0.00209146
internal_count=3910 3277 2979 2634 1512 1282 950 1122
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=7
num_cat=0
split_feature=1 0 16 4 16 3
split_gain=1.3458e-05 2.14822e-05 2.69797e-05 5.64093e-05 3.48272e-05 3.48639e-05
threshold=0.12864500000000004 -0.23029999999999998 -0.25582999999999995 -0.0021099999999999995 -0.00083999999999999993 -0.075679999999999983
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=0.010921260938800772 0.0093347454345945862 0.0072236734118563094 -0.014763671090892858 -0.024467725414777319 -0.005777890480188598 0.020460232440832071
leaf_weight=0.0011389275510223645 0.0013063137460351338 0.0015796256529637467 0.0010996532281296609 0.0014208109323273648 0.0010128112782168634 0.0010128651343130186
leaf_count=140 331 335 1673 673 479 279
internal_value=0 -0.00169011 -0.00403487 -0.00794683 -0.000436234 0.00734152
internal_weight=0 0.00726469 0.00612577 0.00454614 0.00312533 0.00202568
internal_count=3910 3579 3439 3104 2431 758
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=8
num_cat=0
split_feature=11 0 2 12 47 3 3
split_gain=3.75509e-05 2.8518e-05 5.46149e-05 4.88849e-05 5.47747e-05 5.12768e-05 2.59652e-05
threshold=0.077330000000000024 -0.053834999999999994 0.096540000000000015 0.090385000000000007 1.0000000180025095e-35 0.094625000000000015 -0.0038649999999999999
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=0.0001611074444235281 -0.00034441340247204138 -0.00041771891893472684 0.00011870465253238542 0.00044496371987207356 -0.00035113720066921276 0.00041887585422102809 -0.00028477429011125995
leaf_weight=0.0010040134364804093 0.0011131838060189766 0.0013153914933469249 0.0016389046168443413 0.0013417041803480976 0.0011499287063194367 0.0014825171293815749 0.0010044909476482236
leaf_count=1395 279 221 302 1061 267 214 171
internal_value=0 3.74848e-05 -0.000120136 0.00011532 2.00193e-05 0.000142277 -6.18864e-05
internal_weight=0 0.00893695 0.0029543 0.00598265 0.00464095 0.00349102 0.0020085
internal_count=3910 3631 523 3108 2047 1780 1566
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=8
num_cat=0
split_feature=147 42 15 3 12 3 4
split_gain=3.69461e-05 3.42524e-05 4.85279e-05 3.28413e-05 3.69705e-05 4.03993e-05 7.49488e-05
threshold=1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35 -0.10140999999999999 1.0000000180025095e-35 0.11818000000000002 0.0057500000000000008
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=0.00035446241663326694 0.00034211191138727774 -0.00035291011562511241 -0.00036676163453483348 -9.1896209784004461e-05 -0.00028933225979492955 -0.00020899451185257088 0.00058243400093972123
leaf_weight=0.0012517106071775527 0.0010438900558406876 0.0012196025349421186 0.0011566779310588143 0.0013022966066612513 0.0012708950003050366 0.0011337983059950935 0.0012342988207762477
leaf_count=269 234 756 1079 272 912 202 186
internal_value=0 -4.85919e-05 1.90651e-06 7.07633e-05 -1.10236e-06 9.86989e-05 0.000236231
internal_weight=0 0.00856928 0.00734968 0.006193 0.00494129 0.00367039 0.0025366
internal_count=3910 3676 2920 1841 1572 660 458
is_linear=0
shrinkage=0.00196078


Tree=7331
num_leaves=6
num_cat=0
split_feature=1 12 47 48 16
split_gain=1.19718e-05 2.08935e-05 1.84955e-05 2.90426e-05 4.55026e-05
threshold=0.076710000000000014 0.090840000000000018 0.086425000000000016 0.085875000000000021 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.014804020701177936 0.025282555635819423 0.0034661671876053432 -0.005801207501575676 -0.0063718269707256628 0.00012481637779886696
leaf_weight=0.0012756837526468057 0.0013268463002314905 0.0012289009635316961 0.0019032783691888822 0.0012934269726086797 0.0015691969127441952
leaf_count=1255 556 753 382 256 708
internal_value=0 -0.00583956 0.00237317 0.00608679 0.011651
internal_weight=0 0.00250458 0.00609275 0.00418947 0.00289604
internal_count=3910 2008 1902 1520 1264
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=7
num_cat=0
split_feature=52 15 12 0 48 0
split_gain=1.1967e-05 2.28935e-05 1.78784e-05 2.13522e-05 3.23803e-05 5.62524e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.10058500000000002 -0.074249999999999997 0.091875000000000012 -0.15137999999999999
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=0.017395646339019018 0.018461328678608824 -0.0033264616360243909 -0.013292302452887136 0.0092638680113936219 -0.018719939421316185 -0.012065207202975794
leaf_weight=0.0010106994679881071 0.0011316642766172689 0.0011283447579262266 0.0011800682539147567 0.0017729245620913487 0.0010678931625281969 0.0012937757011825233
leaf_count=464 207 507 402 474 228 1628
internal_value=0 0.00646474 -0.00216716 0.000325772 -0.00421046 0.0021779
internal_weight=0 0.00213904 0.00644633 0.00526626 0.00349333 0.00242544
internal_count=3910 971 2939 2537 2063 1835
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=7
num_cat=0
split_feature=11 48 15 15 16 16
split_gain=2.27557e-05 2.45554e-05 4.87257e-05 7.60875e-05 4.90702e-05 3.82564e-05
threshold=0.077330000000000024 0.088875000000000023 -0.017214999999999998 -0.094119999999999995 0.15100500000000003 -0.084184999999999996
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=4.7606479982107064e-05 -0.00027669247666665129 0.0002327256309594773 3.3605932145162762e-05 -0.00059320908460264762 -0.00017185749552436525 0.00055650882129337179
leaf_weight=0.0017790177528872967 0.0010314105552087982 0.0018275655512751017 0.0010041152763084964 0.001188139171689678 0.0012698438218220918 0.0011586192757974218
leaf_count=543 279 523 526 711 147 1181
internal_value=0 3.22698e-05 -2.49742e-05 -0.000208995 0.000134096 0.000313735
internal_weight=0 0.0082273 0.00639974 0.00296716 0.00343258 0.00216273
internal_count=3910 3631 3108 1254 1854 1707
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=7
num_cat=0
split_feature=1 484 150 2 52 4
split_gain=1.11712e-05 1.99958e-05 3.0003e-05 1.5553e-05 3.55535e-05 3.30053e-05
threshold=0.12864500000000004 0.042570000000000004 0.08486500000000001 0.10946500000000002 0.084240000000000023 0.05309500000000001
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=-0.014147959614090329 0.0084862856319831911 0.011071621031096568 0.0090384535207630318 0.0022683052164991077 -0.02492623670903309 0.0096122027762813606
leaf_weight=0.0013383678794749703 0.0013094711124023491 0.0010708471167762725 0.0014198699303772863 0.0012126616667995195 0.0011929631285940924 0.0010381079905182528
leaf_count=1218 331 504 307 410 902 238
internal_value=0 -0.00154722 -0.00372602 -0.00751596 -0.01084 -0.00376889
internal_weight=0 0.00727282 0.00620197 0.0047821 0.00356944 0.00237648
internal_count=3910 3579 3075 2768 2358 1456
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=7
num_cat=0
split_feature=147 42 15 3 4 1
split_gain=2.06453e-05 3.19373e-05 4.2734e-05 3.57291e-05 6.90768e-05 5.77254e-05
threshold=1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35 0.11265500000000002 0.0057500000000000008 0.083370000000000014
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=0.00026259852211020187 0.00026381094848868067 -0.00033071394574124818 -0.0003313774005151898 -0.00013868674212154619 0.00047952642522554041 -0.00034758521954557223
leaf_weight=0.0012324240647385925 0.0010162250933586506 0.001182932397043558 0.0011402450524445624 0.001921368354315044 0.001759587280247811 0.0011544464356646334
leaf_count=619 234 756 1079 244 509 469
internal_value=0 -3.21057e-05 1.68995e-05 8.23465e-05 0.000184768 -3.25262e-05
internal_weight=0 0.008391 0.00720807 0.00606783 0.00414646 0.00238687
internal_count=3910 3676 2920 1841 1597 1088
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=7
num_cat=0
split_feature=151 4 2 0 4 4
split_gain=1.10378e-05 2.86736e-05 3.3892e-05 4.82884e-05 2.34658e-05 1.38772e-05
threshold=-0.084129999999999996 0.28937500000000005 0.10113500000000002 -0.072864999999999985 0.0057500000000000008 -0.070414999999999991
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=-0.0095115023222994352 -0.016867632391523456 0.014806041923277675 -0.0034915293412759313 0.015701123751978352 0.0036508048380631112 -0.01971832193533599
leaf_weight=0.001071345315976544 0.0010623768413026969 0.001306042193913416 0.0010299638867260939 0.0018619507624584889 0.001172554765876668 0.0010793169828835134
leaf_count=423 1667 375 198 418 303 526
internal_value=0 0.00133843 -0.00149573 0.00380673 -0.00610265 -0.0117948
internal_weight=0 0.00751221 0.00620616 0.00409688 0.00223493 0.00210928
internal_count=3910 3487 3112 2388 1970 724
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=8
num_cat=0
split_feature=159 2 12 15 1 48 2
split_gain=2.7651e-05 3.42033e-05 7.4511e-05 4.96035e-05 3.69266e-05 5.2455e-05 0.000102684
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 0.11235500000000002 0.083775000000000002 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3
right_child=1 4 -4 -5 -6 -7 -8
leaf_value=-0.00030242267799108493 -0.00060610374127207875 0.00031209218181220405 0.00030487176026050469 -1.5064102162555144e-05 0.00043927644297131891 0.0003358356948965331 -0.00044728146137028464
leaf_weight=0.0010578248511521381 0.0011751110257846764 0.0012147485629783435 0.0010437327312330619 0.0010196325947478069 0.0011547263778899702 0.0015324867432831074 0.0015687624343081828
leaf_count=633 417 763 157 772 337 357 474
internal_value=0 3.32922e-05 -0.000126416 -0.000331519 0.000127834 4.45086e-05 -0.000115884
internal_weight=0 0.0087092 0.00323848 0.00219474 0.00547072 0.004316 0.00278351
internal_count=3910 3277 1346 1189 1931 1594 1237
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=7
num_cat=0
split_feature=3 39 2 4 13 49
split_gain=1.16572e-05 2.37854e-05 3.16553e-05 2.86086e-05 2.87637e-05 2.37603e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 -0.0024749999999999993 -0.010424999999999999
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=-0.010982967086345842 0.0089645528845918587 0.010792694367113376 -0.018224568118783868 -0.0082999364480306672 0.001201105377027276 0.022609485114092776
leaf_weight=0.0016752480105601529 0.0012369719443109106 0.0012916123007152081 0.0012651143887245286 0.0010463139842696203 0.0010242422881614449 0.0010497627826432006
leaf_count=1587 239 424 354 919 113 274
internal_value=0 -0.00152808 -0.0041538 -0.000441807 0.00521757 0.012037
internal_weight=0 0.00735229 0.00606068 0.00479557 0.00312032 0.00207401
internal_count=3910 3671 3247 2893 1306 387
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=6
num_cat=0
split_feature=42 160 15 42 0
split_gain=1.00769e-05 2.84501e-05 2.41021e-05 5.00272e-05 5.30521e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.035895000000000003 1.0000000180025095e-35 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0086238857469218971 -0.010220653542023353 -0.00690938373895153 0.018275242857564499 -0.012425444214007054 0.020039901717009746
leaf_weight=0.0011736091615111325 0.0016510375295993741 0.0012217548252035193 0.0010619446516212565 0.0016502042658831269 0.0018166341130655573
leaf_count=1060 1040 147 652 612 399
internal_value=0 0.00134994 0.00467198 0.0015909 0.00920343
internal_weight=0 0.00740158 0.00575054 0.00468859 0.00303839
internal_count=3910 2850 1810 1158 546
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=7
num_cat=0
split_feature=52 15 12 151 0 0
split_gain=1.0985e-05 2.05636e-05 1.99403e-05 1.99898e-05 2.40241e-05 7.81131e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.10058500000000002 -0.044604999999999992 -0.15291499999999997 -0.08824499999999999
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=0.016575992917494058 -0.011473994735846748 -0.0030757446685544076 -0.013847584259388 0.015964651441820282 -0.022118936329548155 0.01134243551593341
leaf_weight=0.0010083317502659207 0.0010929734605755557 0.0011282890262000894 0.0011761004064221895 0.0011570150189551113 0.0011053828149496577 0.0018913497569179709
leaf_count=464 364 507 402 183 581 1409
internal_value=0 0.00619847 -0.00207899 0.000559052 0.0037253 -0.00100022
internal_weight=0 0.00213662 0.00642282 0.00524672 0.00415375 0.00299673
internal_count=3910 971 2939 2537 2173 1990
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=8
num_cat=0
split_feature=147 376 52 12 16 3 43
split_gain=2.23547e-05 2.93794e-05 4.37122e-05 3.54302e-05 5.50945e-05 5.20643e-05 2.33354e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.094359999999999986 0.090325000000000003 -0.013049999999999997
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=-0.00036164746768409847 0.00027861022030796923 0.0002830162079191941 -0.00040279693995808643 0.00029113659548500375 0.00010173432265739387 0.00041960223688879372 -0.0003194918722942919
leaf_weight=0.0017241512108896765 0.0010031830025829047 0.0010069019880502841 0.0012841279307632906 0.0012394962470162491 0.0010000269463919498 0.0010947311631735856 0.0010228047869063985
leaf_count=454 234 194 711 464 978 178 697
internal_value=0 -3.11308e-05 -7.40773e-05 -4.66376e-06 -8.03897e-05 7.51584e-05 -0.00011125
internal_weight=0 0.00837224 0.00736534 0.00608121 0.00484171 0.00311756 0.00202283
internal_count=3910 3676 3482 2771 2307 1853 1675
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=8
num_cat=0
split_feature=159 2 12 15 150 0 0
split_gain=2.79343e-05 3.10373e-05 5.71523e-05 6.39236e-05 3.98359e-05 4.39746e-05 4.58453e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.024209999999999999 0.083680000000000018 -0.15007499999999999 -0.053834999999999994
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=-0.0003084349513972352 -0.00064469489925279171 -0.00031012795149423637 0.00026189214926250151 3.7337659080520647e-05 0.00041963415884628378 0.00046736525423591105 -4.2661281790704645e-05
leaf_weight=0.0010153161397193 0.0010536120185403353 0.001073281077837383 0.0010230666997949763 0.0010597536520524546 0.0013409180184707587 0.0011081092929835098 0.0017440620674178315
leaf_count=633 406 149 157 783 338 1069 375
internal_value=0 3.58894e-05 -0.000118528 -0.000302688 0.000127854 2.81836e-05 0.000155491
internal_weight=0 0.0084028 0.00313643 0.00211337 0.00526637 0.00392545 0.00285217
internal_count=3910 3277 1346 1189 1931 1593 1444
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=6
num_cat=0
split_feature=484 1 150 43 4
split_gain=1.00578e-05 2.16106e-05 2.94282e-05 2.60908e-05 3.12759e-05
threshold=0.073820000000000011 0.12263000000000002 0.08486500000000001 -0.07526999999999999 -0.00072999999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0017892251788970621 0.0088946984246923329 0.0095221185819388612 0.0086407031026186683 -0.0036599308790222864 -0.024622954583404164
leaf_weight=0.0017348494457512663 0.001104703838937438 0.0014734206035590227 0.001409719993189909 0.0014764958347426899 0.0013740177070263445
leaf_count=1037 503 333 294 1271 472
internal_value=0 -0.0013284 -0.00399515 -0.0078799 -0.0137646
internal_weight=0 0.0074685 0.00599508 0.00458536 0.00285051
internal_count=3910 3407 3074 2780 1743
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=8
num_cat=0
split_feature=133 12 160 43 4 15 42
split_gain=2.07787e-05 4.52433e-05 3.36224e-05 4.27455e-05 4.70291e-05 7.20225e-05 4.07003e-05
threshold=0.08845500000000002 -0.036459999999999992 0.087825000000000014 -0.074254999999999988 -0.06272999999999998 -0.10192499999999999 0.085465000000000013
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=-0.00034208246715250706 -0.00026557812829765514 7.9687474132619489e-05 -0.00024717846685527723 -0.00029391868558545652 -0.00014374659255008998 0.00046837603679300886 0.00062061079724425885
leaf_weight=0.001097038012360131 0.0010293985813251581 0.0010212327373459629 0.0010124964608842386 0.0012621172827832717 0.0014981373079228759 0.0014584417947138609 0.0011227489493109695
leaf_count=391 897 405 288 896 265 431 337
internal_value=0 2.94388e-05 8.47017e-05 0.000137514 2.29424e-05 0.000158205 0.000362955
internal_weight=0 0.00847221 0.00737517 0.00636268 0.0042187 0.00295658 0.00214398
internal_count=3910 3013 2622 2334 1592 696 742
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=8
num_cat=0
split_feature=47 43 16 52 15 1 1
split_gain=2.20781e-05 5.3717e-05 5.90511e-05 5.04585e-05 7.34845e-05 5.37448e-05 5.16913e-05
threshold=0.11603500000000001 -0.18906999999999999 0.081265000000000018 0.084240000000000023 -0.0063699999999999989 0.11167500000000001 0.093245000000000008
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=0.00043115612314948343 -0.00027850422262206396 -0.00014493655773236571 -0.00036063451365248901 -0.00030380313341990089 0.00048866026775416045 -0.00036579563204579746 0.00047315247402981704
leaf_weight=0.0010952378191835845 0.0010303154947125881 0.0010432294914463672 0.0016585454190770031 0.0011939625888556958 0.001608505050853064 0.0011440659928197822 0.0010376064924143232
leaf_count=247 185 633 569 1083 734 255 204
internal_value=0 2.48968e-05 -3.29949e-05 5.71613e-05 0.000146328 -2.44195e-05 0.000163273
internal_weight=0 0.00878115 0.00768592 0.00602737 0.00483341 0.0032249 0.00208084
internal_count=3910 3725 3478 2909 1826 1092 837
is_linear=0
shrinkage=0.00196078


Tree=7346
num_leaves=8
num_cat=0
split_feature=147 376 52 2 13 1 2
split_gain=2.14573e-05 3.23832e-05 4.55061e-05 4.76456e-05 8.81463e-05 7.12212e-05 3.68417e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 0.090815000000000021 -0.090929999999999983 0.10521500000000002 1.0000000180025095e-35
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=0.00017605147631040254 0.00026268530069145727 0.00028943940915009597 -0.00017920421981673819 0.00011903324361474952 -0.00091956986077728351 -0.00020122732117366072 0.00031985494907435627
leaf_weight=0.001975680549514673 0.0010470246375912573 0.0010411824778185415 0.0012617994030903318 0.0011309661133681952 0.0010562647603352773 0.0010663705083332905 0.0010353818978591819
leaf_count=813 234 194 682 223 603 164 997
internal_value=0 -3.46696e-05 -7.95056e-05 -0.000170466 -0.00032311 -0.000558689 4.57309e-05
internal_weight=0 0.00856765 0.00752646 0.00555078 0.0032536 0.00212264 0.00229718
internal_count=3910 3676 3482 2669 990 767 1679
is_linear=0
shrinkage=0.00196078


Tree=7347
num_leaves=8
num_cat=0
split_feature=376 4 52 15 1 1 12
split_gain=2.19731e-05 3.27955e-05 3.54643e-05 5.75331e-05 6.96404e-05 0.000102457 1.91896e-05
threshold=0.048375000000000008 -0.23071499999999998 0.094070000000000015 -0.017214999999999998 0.11167500000000001 0.094695000000000015 0.081080000000000013
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=-0.00031394799789834894 0.00026394636892810577 -0.00021177124161300554 -0.00032387960973415114 0.0005285231066123261 -0.0003379647441105334 0.00063630790303960654 0.00014918239789668366
leaf_weight=0.0013750771279340979 0.0010503298979899186 0.0012013259832026244 0.0010098020111718358 0.0010354523440586068 0.0018891140444578748 0.0010065837314500677 0.0010155526731616287
leaf_count=276 206 798 735 152 364 175 1204
internal_value=0 -3.66062e-05 1.66735e-05 7.26086e-05 -6.15967e-05 0.000174867 0.000340693
internal_weight=0 0.00853291 0.00715783 0.00614803 0.00409702 0.00220791 0.00205101
internal_count=3910 3704 3428 2693 1337 973 1356
is_linear=0
shrinkage=0.00196078


Tree=7348
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.40691e-05 3.94908e-05 4.7765e-05 6.85877e-05 5.78948e-05 4.24677e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -0.064869999999999983
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=0.00050672728697429058 0.00027927192682151487 -0.00039590294499781113 -0.00027337683071090098 -7.6522923014648691e-05 -0.00038371216167127931 0.0003833600026205737
leaf_weight=0.001248270951508014 0.001041929361368669 0.0010316441231192344 0.0017029752558136105 0.0017655944426251948 0.0011877736411272377 0.0013718646027998209
leaf_count=693 206 401 1074 401 358 777
internal_value=0 -3.68802e-05 1.40213e-05 0.000101835 -1.50174e-05 0.000124562
internal_weight=0 0.00830812 0.00727648 0.0055735 0.00432523 0.00313746
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=7
num_cat=0
split_feature=4 16 160 48 52 12
split_gain=9.80122e-06 3.16229e-05 4.50318e-05 6.68695e-05 6.74535e-05 1.44324e-05
threshold=0.17888000000000001 -0.094359999999999986 -0.026849999999999995 0.086665000000000006 0.083750000000000005 0.095000000000000015
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=-0.016824550942118072 -0.00089948470587875159 0.018232357907513437 -0.026899359218514347 0.016670498667758573 0.0056122632698742013 0.014423409199513758
leaf_weight=0.0011911868524363345 0.0015574034734275096 0.0011935165161858596 0.0014748551319158339 0.0010905483183648247 0.0011248846398156966 0.0010154955184660426
leaf_count=455 474 772 1142 334 612 121
internal_value=0 -0.00221566 0.00134753 -0.00411337 -0.0128319 0.0051483
internal_weight=0 0.00607499 0.0048838 0.00369029 0.00259974 0.0025729
internal_count=3910 3315 2860 2088 1754 595
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=8
num_cat=0
split_feature=147 15 4 12 1 13 1
split_gain=2.94972e-05 2.58911e-05 6.97841e-05 6.82829e-05 4.69912e-05 4.13397e-05 2.69185e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.093375000000000014 0.099595000000000017 -0.028919999999999998 0.081005000000000008
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=0.00020882913103910809 0.00030393623797039321 -0.0002925872838383367 -0.00047997552198432588 -0.00039356043199784444 0.00049354533397978379 0.00037891991700250325 -4.0334611806418654e-05
leaf_weight=0.0013232344437509175 0.0010572430308933541 0.0011498071265558436 0.0014147379479907858 0.0012819797033302551 0.0010028925991235282 0.0011319785989495667 0.0012269735478084298
leaf_count=446 234 1127 274 817 284 474 254
internal_value=0 -4.32805e-05 -8.95601e-05 5.77484e-06 0.000119245 1.2261e-05 0.000160851
internal_weight=0 0.0085316 0.00720837 0.00579363 0.00451165 0.00350876 0.00235895
internal_count=3910 3676 3230 2956 2139 1855 728
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=7
num_cat=0
split_feature=1 2 1 43 13 2
split_gain=9.27966e-06 2.22918e-05 1.83441e-05 2.84477e-05 6.38575e-05 2.82857e-05
threshold=0.076710000000000014 0.097360000000000016 0.096230000000000024 -0.080894999999999981 -0.057284999999999996 0.11230000000000001
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=-0.016020266191772752 0.010483432949897746 0.0030237633034531672 -0.015628515352972744 0.022054019672638113 0.0044482562275354421 -0.018825894251631139
leaf_weight=0.0010769413302691095 0.0018212032400447796 0.0014318665649451223 0.0010695334917414003 0.001154348548849507 0.0010386174119739163 0.001050159172803003
leaf_count=1488 779 520 283 418 267 155
internal_value=0 -0.00515116 0.00206805 -0.00148571 0.00317838 -0.00725312
internal_weight=0 0.00250881 0.00613386 0.00431266 0.00324313 0.00208878
internal_count=3910 2008 1902 1123 840 422
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=6
num_cat=0
split_feature=4 151 16 16 43
split_gain=9.26887e-06 2.14782e-05 3.34995e-05 2.71584e-05 7.98438e-06
threshold=0.27608500000000008 -0.024429999999999997 -0.095609999999999987 0.15100500000000003 -0.07526999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0097972156659491463 0.0066811541241492932 -0.016152441073530911 0.0091071080687978503 -0.0011551395137540032 -0.013784303612247337
leaf_weight=0.0013310533539043577 0.0016635973928778988 0.0016807048657812469 0.001948708330749345 0.0010002285894808744 0.0010021794696530124
leaf_count=556 441 526 1830 240 317
internal_value=0 -0.00162713 -0.00432722 0.000702927 -0.00747587
internal_weight=0 0.00696287 0.00563182 0.00395112 0.00200241
internal_count=3910 3469 2913 2387 557
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=2.26038e-05 2.58669e-05 3.46632e-05 6.27534e-05 6.73259e-05 9.23465e-05 4.94386e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00027617613370898149 -0.00046311779715354524 0.00030998033531604913 -0.00025715590252626343 0.00050666106203403128 0.00016085312856002385 0.00054558289650428408 -0.00042693400528963864
leaf_weight=0.0010001166036265928 0.0010653534407201091 0.0011412319914276712 0.0016491746392384762 0.0010167142596418637 0.0010934889673180324 0.0011768424673932682 0.0011072191275487101
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 3.59583e-05 -8.03271e-06 6.72194e-05 -3.33425e-05 0.000102218 -0.000134874
internal_weight=0 0.00825002 0.00710879 0.00545962 0.0044429 0.00337755 0.00220071
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=7
num_cat=0
split_feature=43 4 12 3 1 15
split_gain=8.98546e-06 3.30798e-05 2.52674e-05 2.80856e-05 8.16877e-05 3.92807e-05
threshold=-0.18906999999999999 -0.34687499999999999 0.090965000000000018 0.11818000000000002 0.099595000000000017 -0.0071449999999999994
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=0.0079188293890327284 -0.017321237114159428 -0.011657645417803682 -0.0089094125843341525 -0.0080804480742590144 0.033430999203284517 0.014120105920857121
leaf_weight=0.001223366524974105 0.0011014872359276645 0.0013344454622996032 0.0017113565094120549 0.0011657838449287776 0.0010305514032092466 0.0010612574207183446
leaf_count=261 278 797 1089 227 358 900
internal_value=0 -0.00133229 0.0014617 0.0053268 0.00988862 -0.000238521
internal_weight=0 0.00740488 0.00630339 0.00459204 0.00342625 0.0023957
internal_count=3910 3649 3371 2282 2055 1697
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=8
num_cat=0
split_feature=159 484 42 151 1 52 12
split_gain=3.3831e-05 3.59302e-05 5.41406e-05 4.893e-05 9.13462e-05 7.91624e-05 6.12179e-05
threshold=-1.0000000180025095e-35 0.042570000000000004 -1.0000000180025095e-35 -0.0088999999999999982 0.094385000000000011 0.048490000000000012 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.00033010650094442547 -0.00040376572304423033 0.00037136649044569071 -0.00024582371516810263 -0.00049161082238211831 0.00067117270286118607 0.00021168313171886894 5.0371670240141168e-05
leaf_weight=0.0010474249802116973 0.0011187145551358286 0.0011162500486638725 0.0015135707166268608 0.0011373298802374817 0.0015006298886520424 0.0013406550653659419 0.0010298033100477264
leaf_count=633 911 422 429 569 358 369 219
internal_value=0 4.27652e-05 -5.24102e-06 6.31178e-05 0.000156482 -0.00011111 0.000418527
internal_weight=0 0.00875695 0.0076407 0.00652199 0.00500842 0.00247798 0.00253043
internal_count=3910 3277 2855 1944 1515 938 577
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=7
num_cat=0
split_feature=159 1 42 12 3 1
split_gain=3.11876e-05 3.4592e-05 5.62772e-05 5.48962e-05 5.70372e-05 4.76999e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0089849999999999982 -0.08348499999999999 0.09112000000000002
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=-0.0003220970814676508 -0.00035580029351273791 0.00034109210242686379 -0.00043966881879307131 0.00039574792648157446 0.00019914244079185365 -0.00025998204177826744
leaf_weight=0.0010525693674528084 0.0010596458966033234 0.0012225696503045487 0.0010330103423932544 0.001999084442351467 0.0018254736600726812 0.0016621476839457469
leaf_count=633 268 298 576 1113 739 283
internal_value=0 3.50308e-05 -1.43377e-05 5.27793e-05 0.000131688 -1.96694e-05
internal_weight=0 0.00880193 0.00757936 0.00654635 0.00548671 0.00348762
internal_count=3910 3277 2979 2403 2135 1022
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=4.26793e-05 3.54169e-05 3.85266e-05 7.81953e-05 5.88959e-05 0.000107196 4.30992e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00037950145295044893 -0.00043605087928769268 0.00034538271753919135 -0.00026682966055033991 0.00053972935460513342 9.744079432315932e-05 0.00054256992967409911 -0.00043710596869751811
leaf_weight=0.0010574305777426062 0.0011258501220502534 0.0012342678636063599 0.0017608159347197137 0.0010817269310868368 0.0011560539999766525 0.0012447912045365594 0.0011635916975278673
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 3.75026e-05 -1.29441e-05 6.45064e-05 -4.50948e-05 7.83911e-05 -0.000170701
internal_weight=0 0.0087671 0.00753283 0.00577201 0.00469029 0.00356444 0.00231965
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=7
num_cat=0
split_feature=3 2 150 52 0 15
split_gain=1.09643e-05 1.9024e-05 3.0815e-05 3.9616e-05 2.62125e-05 1.29995e-05
threshold=0.13772500000000001 0.11542500000000001 0.087235000000000021 0.084240000000000023 -0.10575999999999998 -0.016339999999999997
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=0.014798585652848546 0.0086554632779714761 0.011211624382455597 -0.017796570678573539 -0.015015050375188336 0.004900373907900284 -0.010362085254991459
leaf_weight=0.0015982978785623915 0.0012465309104703224 0.0010189517420713442 0.0012202469488922759 0.0013300631742685725 0.0012452083307170814 0.0010112616757964172
leaf_count=310 239 419 283 1068 702 889
internal_value=0 -0.00147997 -0.00349901 -0.000134086 0.0050005 -0.00193966
internal_weight=0 0.00742403 0.00640508 0.00518483 0.00385477 0.00225647
internal_count=3910 3671 3252 2969 1901 1591
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=6
num_cat=0
split_feature=12 42 49 1 13
split_gain=1.04952e-05 2.52158e-05 3.9542e-05 4.08752e-05 1.96505e-05
threshold=-0.036459999999999992 0.091955000000000023 -0.00064499999999999985 0.11198000000000001 -0.074599999999999986
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0084077016321568703 -0.0081662689937191425 -0.01321830015871707 0.012096394169215999 0.024274552058806784 -0.0038027904927514507
leaf_weight=0.0012727305946486156 0.0019361651582430802 0.0010144702585236998 0.0013501352448844525 0.0012514081937235822 0.00183238744375603
leaf_count=504 599 698 743 177 1189
internal_value=0 0.00142461 0.00375657 0.00896292 0.00294219
internal_weight=0 0.00738457 0.0063701 0.00443393 0.00318252
internal_count=3910 3406 2708 2109 1932
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 1
split_gain=3.65249e-05 4.68015e-05 6.60409e-05 3.819e-05 6.9821e-05 3.63527e-05 1.10119e-05
threshold=0.11603500000000001 -0.18906999999999999 0.15737500000000001 0.099015000000000006 0.11818000000000002 0.084235000000000018 0.097265000000000018
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=0.00041831667085647054 -0.00035680733750383423 0.00025748084491426055 -0.00044236834057416778 0.0005485319820961029 -0.00010779602030058628 -0.00027269979768942428 -3.2057061909968845e-05
leaf_weight=0.0010686230150892479 0.0010273764601388168 0.0010192871044031784 0.0011973566541005152 0.00135857723106747 0.0011512201660829426 0.001738918315459618 0.0010009652490869968
leaf_count=247 185 686 491 507 173 1329 292
internal_value=0 3.45207e-05 -2.04104e-05 6.01825e-05 0.000247481 -6.48664e-05 0.000114025
internal_weight=0 0.00853495 0.00746632 0.00626897 0.0025098 0.00375917 0.00202025
internal_count=3910 3725 3478 2987 680 2307 978
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 16 2
split_gain=3.60959e-05 3.62127e-05 4.61842e-05 6.26404e-05 3.49827e-05 6.64099e-05 3.20492e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.0088999999999999982 0.15100500000000003 0.10679500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00034969481904380007 -0.00060261562322051147 -0.00014272708883704554 0.00020750861384686073 6.0871160864889172e-05 0.00065738940524843375 -0.00010885597796517061 0.00021938810315360395
leaf_weight=0.0010627686171480214 0.0011706533600792286 0.001355743046771247 0.0010490321634017987 0.0010270431866200738 0.0011321953300780581 0.0014974529130972816 0.0014843205764802424
leaf_count=633 417 436 157 772 701 417 377
internal_value=0 3.3061e-05 -0.000130979 -0.00029255 0.000130432 0.000220451 0.000408916
internal_weight=0 0.00871644 0.00324673 0.0021977 0.00546971 0.00411397 0.00261652
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=2.7553e-05 2.59268e-05 3.79804e-05 5.5209e-05 4.82513e-05 9.05231e-05 5.04565e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00030682488178626442 -0.00038653350074595956 0.00030773621796101634 -0.00026698490499574095 0.0004799073729988297 0.0001513512889125329 0.0005210665180449143 -0.0004384614004576002
leaf_weight=0.0010141150371871946 0.0010730702029835438 0.0011580249104447523 0.0016757382461040325 0.0010283490731516423 0.0011109804377199715 0.0012117830161120988 0.0011195847172814615
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 3.53776e-05 -8.30928e-06 6.98817e-05 -2.34982e-05 8.96694e-05 -0.000144693
internal_weight=0 0.00837753 0.00721951 0.00554377 0.00451542 0.00344235 0.00223057
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=6
num_cat=0
split_feature=49 3 15 2 13
split_gain=1.0559e-05 2.79561e-05 2.51689e-05 4.96293e-05 2.44641e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.11739999999999999 0.10113500000000002 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017532872616323986 -0.012525005578706222 -0.0047070086429334837 -0.0017974615072410167 -0.013787298001360932 0.015735404919332171
leaf_weight=0.0010745031838165684 0.0017032148704123817 0.0011924866561083369 0.0013603217938863246 0.0014446357092494882 0.0019178280975994163
leaf_count=350 581 209 1311 553 906
internal_value=0 0.0058342 -0.0021036 0.00165475 0.00845986
internal_weight=0 0.00226699 0.006426 0.00472279 0.00327815
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 4
split_gain=2.83579e-05 2.4239e-05 3.81294e-05 6.06621e-05 4.57602e-05 9.20652e-05 3.48412e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 -0.14301
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=-0.00031485752770060173 -0.00038306278984246068 0.00029540901583442091 -0.00026871665418207527 0.00049774352434636942 0.00011138919400837435 0.00051722098486038355 -0.00037556001255458995
leaf_weight=0.0010051505771797231 0.001069728958965727 0.0011705269704425786 0.0016690973747005913 0.0010340708628926148 0.001044525952853953 0.0012112795501885779 0.0012303222234311996
leaf_count=633 235 298 1065 533 228 183 735
internal_value=0 3.35708e-05 -8.65092e-06 6.90021e-05 -2.83119e-05 8.05445e-05 -0.000151971
internal_weight=0 0.00842955 0.00725902 0.00558993 0.00455586 0.00348613 0.00227485
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=7
num_cat=0
split_feature=11 2 52 0 3 52
split_gain=3.05625e-05 3.24632e-05 3.97963e-05 3.75894e-05 4.02349e-05 3.19753e-05
threshold=0.077330000000000024 0.097940000000000013 -0.048794999999999991 -0.053834999999999994 -0.023079999999999996 1.0000000180025095e-35
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=0.00027134477733076288 -0.00032542958048167441 0.0004936750123072834 -0.0002012855273916399 -0.00033857899653759574 -0.00015965723812777225 0.00022550337908185472
leaf_weight=0.001524677737494227 0.0010608126154032478 0.0010236579907900965 0.0011899842039482513 0.0014860356370221964 0.0018348828816134991 0.0015592727479401929
leaf_count=2040 279 404 250 239 310 388
internal_value=0 2.7275e-05 0.000163653 -7.89128e-05 3.59455e-05 4.07727e-05
internal_weight=0 0.00861851 0.00377291 0.0048456 0.00335956 0.00274926
internal_count=3910 3631 1042 2589 2350 638
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.07363e-05 3.3017e-05 2.4996e-05 2.89976e-05 3.52325e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0088603256202380489 -0.011012740075435066 0.015158862580508067 -0.011488830345756327 0.019034767117170105 -0.003445287962828262
leaf_weight=0.0011918269054907431 0.0016769994043747084 0.0016899134048122813 0.0013228612083826903 0.0012450690610378774 0.0015843651926449331
leaf_count=1060 1040 604 520 233 453
internal_value=0 0.00135542 0.00490569 0.000732818 0.00644687
internal_weight=0 0.00751921 0.00584221 0.0041523 0.00282943
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=7
num_cat=0
split_feature=3 151 4 0 4 2
split_gain=9.29504e-06 2.23745e-05 3.564e-05 3.13e-05 3.25101e-05 2.55017e-05
threshold=0.13772500000000001 -0.083919999999999981 0.28937500000000005 -0.070894999999999986 -0.23071499999999998 0.090905000000000014
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=-0.015286035904152487 0.0079399986747749878 -0.0028045834402869933 0.016537616911917349 -0.0080074437845753157 0.015372413968455673 -0.022612724417809791
leaf_weight=0.0010010921285088393 0.0012505466850776829 0.0018185056958234522 0.0011743065594202609 0.0010243383153940397 0.0014181563836360952 0.0010114570427471805
leaf_count=415 239 1603 280 262 485 626
internal_value=0 -0.00137708 0.000782786 -0.0027262 0.00556732 -0.00988421
internal_weight=0 0.00744786 0.00644676 0.00527246 0.00244249 0.00282996
internal_count=3910 3671 3256 2976 747 2229
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=7
num_cat=0
split_feature=47 0 1 48 2 2
split_gain=4.07237e-05 4.85837e-05 5.7039e-05 0.000108464 4.79616e-05 4.59434e-05
threshold=0.11669500000000001 -0.10575999999999998 0.11198000000000001 0.083775000000000002 0.08400500000000001 0.10113500000000002
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=-0.00034534961729078289 -0.00037667987361439295 -0.00034137322812383488 0.00054385507969639878 0.00044873773110679202 0.00027836134872490911 -0.00019325102901346006
leaf_weight=0.0013676145630853983 0.0010085344307703666 0.00183398235401982 0.0012717654804930809 0.0012805222680502813 0.001688956034658292 0.0014990286188346236
leaf_count=329 179 951 171 171 1436 673
internal_value=0 3.8957e-05 0.000202548 3.8636e-05 -8.87344e-05 5.66036e-05
internal_weight=0 0.00894187 0.0039199 0.00264814 0.00502197 0.00318798
internal_count=3910 3731 671 500 3060 2109
is_linear=0
shrinkage=0.00196078


Tree=7369
num_leaves=6
num_cat=0
split_feature=49 15 15 2 16
split_gain=1.03556e-05 2.41644e-05 2.41148e-05 4.2251e-05 2.52975e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.11739999999999999 0.10113500000000002 0.022165000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015085445041959987 -0.012286857540808382 -0.0056643864526862257 0.016324267006974136 -0.012643660158090347 -0.0012371446120839869
leaf_weight=0.0012504943204942902 0.0017035700074937545 0.0010182311526993825 0.0017018582622239959 0.0014479833355198661 0.0015834981104958102
leaf_count=249 581 310 1772 553 445
internal_value=0 0.00577267 -0.00208435 0.00158762 0.0078599
internal_weight=0 0.00226873 0.00643691 0.00473334 0.00328536
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=9
num_cat=0
split_feature=50 484 42 15 16 4 15 3
split_gain=5.56627e-05 4.58681e-05 2.57146e-05 5.33754e-05 0.000101421 5.28535e-05 5.10371e-05 2.69557e-05
threshold=1.0000000180025095e-35 0.084225000000000008 -1.0000000180025095e-35 0.041585000000000004 -0.094359999999999986 0.0051950000000000008 -0.11399999999999998 -0.01223
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00027876746216697989 -0.00043999304005071878 0.00043320600844909282 -7.6030637039243746e-05 0.00042497289014146544 0.00022170173260877693 0.00053482587049557856 -0.00064717985737551315 -0.00022465524214712449
leaf_weight=0.0011314398910368334 0.0010093546711466448 0.0010383352558380058 0.0012949914353548805 0.0011524283363934969 0.0010774121650789152 0.0011171506167051326 0.0011232649275320359 0.0010057329948972814
leaf_count=806 779 415 217 638 463 215 216 161
internal_value=0 4.57617e-05 -5.14643e-06 4.0576e-05 -3.82681e-05 0.000190733 -0.000341326 6.20262e-06
internal_weight=0 0.00894076 0.00790242 0.00677098 0.00561855 0.0032003 0.00241826 0.00208315
internal_count=3910 3131 2716 1910 1272 839 433 624
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=7
num_cat=0
split_feature=11 13 1 43 0 2
split_gain=2.55129e-05 4.03037e-05 2.72902e-05 2.73279e-05 2.81151e-05 3.22609e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.083899999999999988 -0.23029999999999998 0.099015000000000006
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=0.00029025214769730627 -0.00029019982004981965 0.00023318271231554532 -0.00032879725661018317 0.00017354440281497021 -0.00034854036251820214 9.3730526673996758e-05
leaf_weight=0.0018461617669641057 0.0010479274825438206 0.0016012903268903369 0.0010413675796778332 0.0012434550474202961 0.0016906976864087184 0.0010146499435266176
leaf_count=534 279 788 178 140 1536 455
internal_value=0 3.41884e-05 -3.75309e-05 1.71196e-05 -7.04968e-05 -0.000182665
internal_weight=0 0.00843762 0.00659146 0.00555009 0.0039488 0.00270535
internal_count=3910 3631 3097 2919 2131 1991
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=7
num_cat=0
split_feature=2 13 3 13 2 0
split_gain=1.16336e-05 2.1112e-05 2.29821e-05 2.0483e-05 3.20747e-05 1.20757e-05
threshold=0.099015000000000006 -0.089899999999999994 0.11265500000000002 0.083175000000000013 0.084235000000000018 -0.088084999999999983
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0095541412695371863 0.014676650666876104 0.0077182392454702821 -0.011768196489381547 0.0082479206327494108 -0.016649949334219965 -0.0057464105027183552
leaf_weight=0.0010070554794799152 0.0012685935427658459 0.0013178989107747899 0.0011192411525610124 0.0011966843271733266 0.0017624812372784744 0.0010574599724158542
leaf_count=304 254 771 121 219 1455 786
internal_value=0 0.00421485 -0.00123078 -0.003171 -0.00674165 0.00171709
internal_weight=0 0.00370573 0.00243714 0.00502368 0.003827 0.00206452
internal_count=3910 1146 892 2764 2545 1090
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=8
num_cat=0
split_feature=159 484 42 51 43 4 4
split_gain=2.21963e-05 2.8053e-05 3.68426e-05 4.59772e-05 4.18864e-05 3.06881e-05 2.85471e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -1.0000000180025095e-35 0.086950000000000013 -0.074254999999999988 0.17888000000000001 -0.078094999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.0002774184977162863 -0.00035089532302694145 0.00032620737550625377 0.0002165242158453899 0.00041949589865361732 -7.8405357953817173e-05 6.5633831298638948e-05 -0.00053253877536411389
leaf_weight=0.0010250351027691279 0.0010716778801208937 0.0010616175445439004 0.0017606673733596948 0.0010386735240521493 0.0010762861508924599 0.0014668018852393356 0.0010526739381863982
leaf_count=633 916 392 638 290 386 248 407
internal_value=0 2.79657e-05 -1.44379e-05 4.19449e-05 -3.12666e-05 -0.000152598 -0.000302954
internal_weight=0 0.0085284 0.00746678 0.0063951 0.00535643 0.00359576 0.00212896
internal_count=3910 3277 2885 1969 1679 1041 793
is_linear=0
shrinkage=0.00196078


Tree=7374
num_leaves=7
num_cat=0
split_feature=2 150 0 3 12 2
split_gain=1.0168e-05 3.70152e-05 4.69892e-05 3.51124e-05 6.58604e-05 3.13524e-05
threshold=0.086650000000000019 0.083680000000000018 -0.13506999999999997 -1.0000000180025095e-35 0.096485000000000015 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.027658293920341966 -0.01613864772324395 0.017474827556975155 0.018087564030243319 0.010603881577108685 0.0070365272877506262 -0.0036078440764766694
leaf_weight=0.0011850478564872703 0.0014999796659024979 0.0012806233299462108 0.0011887316459530544 0.0010472482005960161 0.0010164117581750337 0.0015150231140954025
leaf_count=1232 288 348 945 175 216 706
internal_value=0 0.00259033 -0.00194407 -0.00446931 -0.0116397 0.00593075
internal_weight=0 0.00548436 0.00420373 0.00324871 0.00220146 0.00270375
internal_count=3910 2287 1939 1623 1448 1651
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=8
num_cat=0
split_feature=2 13 1 1 3 13 2
split_gain=2.60448e-05 2.33069e-05 3.27733e-05 8.58285e-05 5.7702e-05 2.14228e-05 3.1413e-05
threshold=0.099015000000000006 -0.088444999999999982 0.11899000000000001 0.095575000000000007 -0.016619999999999996 -0.089899999999999994 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=-0.00035434897780940602 0.00031073844620448522 0.00019301998358647114 -0.00033479440913770182 0.00054056935268736441 -0.00042181330560332958 0.00027422395389453414 -0.00016295845139476211
leaf_weight=0.0010582012235222579 0.0013990015910720155 0.0010792840529666409 0.0010397988790702226 0.0010139384193931372 0.0012862764566783954 0.0010479460601179465 0.001591604381111491
leaf_count=459 254 1676 142 276 211 406 486
internal_value=0 -9.29681e-05 -3.03804e-05 6.32812e-05 -0.000141296 0.000114578 1.06103e-05
internal_weight=0 0.0054775 0.0044193 0.0033795 0.00236556 0.00403855 0.00263955
internal_count=3910 2764 2305 2163 1887 1146 892
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=7
num_cat=0
split_feature=42 51 12 2 12 15
split_gain=1.13944e-05 2.55094e-05 4.27675e-05 3.51773e-05 7.99285e-05 3.94914e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.086650000000000019 0.085185000000000025 -0.074174999999999977
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=-0.0091172471141104505 -0.012640559500399268 -0.0055750334935157145 -0.013469871795553107 0.01466868407169232 0.035367164484477256 -0.0095877968490068605
leaf_weight=0.0011929318790920443 0.0011041079955593971 0.001452850045546723 0.0011709994879241124 0.0014502541906367653 0.0011053318069945365 0.0012494508209478102
leaf_count=1060 521 916 274 332 548 259
internal_value=0 0.00140141 0.00381301 0.00766213 0.0127164 0.00344254
internal_weight=0 0.00753299 0.00642889 0.00525789 0.00380504 0.00269971
internal_count=3910 2850 2329 2055 1139 591
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=7
num_cat=0
split_feature=50 4 4 16 2 16
split_gain=6.02092e-05 4.22278e-05 4.3265e-05 4.36175e-05 4.06274e-05 3.64458e-05
threshold=0.083475000000000008 0.28937500000000005 -0.0010999999999999996 -0.094359999999999986 0.084235000000000018 0.20277000000000003
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=0.00046113853156311052 -0.00045913481388399773 0.00032751631204635157 -0.00040159198132565883 3.6238714798101488e-05 -0.00015328387088767731 0.00029194065881911501
leaf_weight=0.0010185045241818793 0.0010010487474211979 0.0016879440880846631 0.001691728394468841 0.0018115677482142781 0.0019406793934761005 0.0011118856236325041
leaf_count=468 735 396 359 443 1205 304
internal_value=0 4.70612e-05 -1.54382e-05 -0.000175188 0.000122032 8.88753e-06
internal_weight=0 0.00926231 0.00757437 0.0035033 0.00407107 0.00305257
internal_count=3910 3175 2779 802 1977 1509
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=8
num_cat=0
split_feature=157 160 12 12 4 0 1
split_gain=1.13052e-05 4.88189e-05 2.79311e-05 3.31155e-05 7.60711e-05 2.76923e-05 7.43659e-05
threshold=-0.051074999999999988 -1.0000000180025095e-35 -0.023959999999999995 0.092365000000000017 0.08734500000000002 -0.22851499999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0099708010260602629 -0.021027544825588523 -0.012988779889566933 -0.0030847330104036008 -0.02510418052318444 0.012446888218236011 0.00146038640625852 0.036963366843625244
leaf_weight=0.0010003361563648292 0.0010818191663178201 0.0010617976386420756 0.0010072957941803457 0.0010055566552010632 0.0011639208234630433 0.0013781352995344872 0.0010316424004998112
leaf_count=599 812 391 106 669 161 987 185
internal_value=0 -0.00132696 0.00187872 0.00470449 -0.0049581 0.0108392 0.0166595
internal_weight=0 0.00773017 0.00664835 0.00558655 0.00216948 0.00341707 0.00240978
internal_count=3910 3311 2499 2108 830 1278 1172
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=7
num_cat=0
split_feature=484 2 16 0 12 1
split_gain=1.12797e-05 2.1807e-05 4.76492e-05 3.9643e-05 2.68497e-05 3.92774e-05
threshold=0.084225000000000008 0.10946500000000002 -0.16268499999999997 0.047345000000000005 0.093125000000000013 0.094385000000000011
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=-0.015276533965177969 0.0099522825014426355 -0.0090272058804313614 0.020223266992670214 -0.022702062762165798 0.010743272936504166 0.0078892295720484635
leaf_weight=0.0018218662086281685 0.0010020685963334245 0.0010187493951857056 0.0012284906419330254 0.0010030370694042601 0.001404502043802477 0.0012233542959313394
leaf_count=1599 470 215 460 176 686 304
internal_value=0 -0.00132661 0.00696305 -0.00474302 -0.000694769 -0.00597017
internal_weight=0 0.0077 0.00224724 0.00545276 0.00444972 0.00304522
internal_count=3910 3440 675 2765 2589 1903
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=7
num_cat=0
split_feature=11 4 0 42 3 16
split_gain=3.40455e-05 4.37165e-05 4.38004e-05 3.46631e-05 7.09254e-05 2.62745e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 0.084100000000000022 0.045635000000000002 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 3 5 4 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00060151710245661099 -0.00033197105424434282 -9.4208035317958671e-05 -0.00036167715578643163 -0.00011955414619761451 -2.6431645661529872e-06 0.00028396659576367128
leaf_weight=0.0014629841232954915 0.001086393852304854 0.0019604278469955261 0.001558622068984169 0.0010608085082574334 0.0015266226181256835 0.0011041571304004874
leaf_count=1007 279 372 781 1129 233 109
internal_value=0 3.6235e-05 -9.40607e-05 0.000184957 0.000293007 4.20467e-05
internal_weight=0 0.00867362 0.00462321 0.00405042 0.00298961 0.00306458
internal_count=3910 3631 1262 2369 1240 481
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=7
num_cat=0
split_feature=0 43 49 4 1 457
split_gain=1.23202e-05 3.64258e-05 2.5911e-05 4.15532e-05 3.16076e-05 2.78954e-05
threshold=0.039665000000000006 -0.14252999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001 0.018630000000000004
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=-0.01822579845476037 0.0075908331672117817 -0.019333233826082458 0.020570882883618549 -0.013234308571337878 0.009263438720233089 0.0040670033549393041
leaf_weight=0.0011418376784486381 0.0017058504867959031 0.0010340540532545999 0.0013127433383425704 0.0011865004966995479 0.001318330734732157 0.001004140474434435
leaf_count=342 315 410 1669 598 344 232
internal_value=0 -0.00188702 0.00129894 0.00615942 -0.0013934 -0.00780483
internal_weight=0 0.00699761 0.00585577 0.00381757 0.00250483 0.00203819
internal_count=3910 3595 3253 2611 942 642
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=7
num_cat=0
split_feature=11 2 12 3 13 16
split_gain=1.05703e-05 2.54822e-05 4.31519e-05 4.08127e-05 2.78067e-05 4.99722e-05
threshold=1.0000000180025095e-35 0.086875000000000022 0.051320000000000005 -0.013944999999999997 -0.089899999999999994 -0.088734999999999994
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=0.0061400711280462051 -0.0096435847162255253 0.018411440709283529 -0.01860244708175976 0.01246259581892142 0.0070874256720627167 -0.023338308039412281
leaf_weight=0.0013993511209393599 0.0010100400907154293 0.0016494334156734415 0.0014203031633386314 0.0010435918779829814 0.0011328631874809583 0.0010311826405575266
leaf_count=315 304 1461 1228 200 164 238
internal_value=0 0.00123859 -0.00632312 0.00562836 -0.000944967 -0.00741064
internal_weight=0 0.00767673 0.00281965 0.00485707 0.00320764 0.00216405
internal_count=3910 3606 1543 2063 602 402
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.62067e-05 3.4917e-05 3.84881e-05 5.06254e-05 5.41132e-05 5.36632e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.00043609594837705409 0.00029161332990827336 -0.00038121118677930286 -0.00025227219191324734 -9.86433235523527e-05 -0.00029291814098824829 0.00046086197247647518
leaf_weight=0.0012394244641463562 0.0010339606378562726 0.0010091545385738062 0.0016746475446156837 0.0014276583144999966 0.0016464476431732001 0.0012242081090304078
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -3.95999e-05 8.1982e-06 8.69661e-05 -1.37059e-05 0.000159647
internal_weight=0 0.00822154 0.00721239 0.00553774 0.00429831 0.00265187
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=8
num_cat=0
split_feature=147 52 12 1 3 2 0
split_gain=2.18337e-05 3.899e-05 4.20533e-05 8.52131e-05 6.43294e-05 4.58757e-05 7.09961e-05
threshold=1.0000000180025095e-35 0.11401500000000002 0.10333000000000002 0.11097000000000001 0.090325000000000003 0.099015000000000006 -0.084074999999999997
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=-0.00047494085254534571 0.00027211515899396797 -0.00035823272947501386 0.00039380576363787901 -0.00044580324878347715 0.00052305666630050689 0.00031478302034862942 0.00017245758320415898
leaf_weight=0.0013797159113536845 0.0010205213219786182 0.0012038887682425826 0.0010108144807157377 0.001492215599285006 0.0010373609088700901 0.0010568119744087893 0.0012334839367217549
leaf_count=987 234 639 323 384 137 360 846
internal_value=0 -3.15816e-05 2.29578e-05 -3.75072e-05 9.19207e-05 -2.99436e-05 -0.000169356
internal_weight=0 0.00841429 0.0072104 0.00619959 0.00470737 0.00367001 0.0026132
internal_count=3910 3676 3037 2714 2330 2193 1833
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=7
num_cat=0
split_feature=15 150 15 0 43 43
split_gain=1.09248e-05 1.61027e-05 4.11977e-05 2.78955e-05 2.20803e-05 6.53798e-05
threshold=-0.26361999999999991 0.082085000000000019 -0.038029999999999987 -0.10783 -0.083899999999999988 0.0050750000000000005
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=0.0097997185461491179 -0.026823251764302419 0.0068950769341456931 0.012924527975946072 -0.0040910713640378423 -0.019191557177271387 0.013999659931758158
leaf_weight=0.0010014523980979972 0.0010213562174979697 0.00182643442410221 0.0013207173914089902 0.0011449961429984615 0.0012319448481573686 0.001145099830740735
leaf_count=302 250 487 484 858 1124 405
internal_value=0 -0.0013041 -0.00385781 -0.0148085 0.00255769 -0.00320227
internal_weight=0 0.00769055 0.00586411 0.00216635 0.00369776 0.00237704
internal_count=3910 3608 3121 1108 2013 1529
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=7
num_cat=0
split_feature=4 12 151 3 52 2
split_gain=1.12678e-05 2.63513e-05 2.76031e-05 5.93199e-05 4.1278e-05 1.51857e-05
threshold=0.17888000000000001 0.096055000000000015 -0.0074049999999999993 0.076695000000000013 0.071660000000000015 0.10869000000000002
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=0.013356003466287743 0.013253462365389865 -0.016565679304188993 -0.005834891072622625 -0.020467282448349552 0.020691023663461205 -0.0020552070311010071
leaf_weight=0.0012784638053633893 0.0012788852894134071 0.0010770597064629871 0.0013368827808735028 0.001344408285087432 0.0010453780056430824 0.0013134825479341756
leaf_count=511 281 700 1040 252 812 314
internal_value=0 -0.00237646 0.000676937 -0.00367272 0.00580515 0.00549697
internal_weight=0 0.00608219 0.00500513 0.00372667 0.00238226 0.00259237
internal_count=3910 3315 2615 2104 1852 595
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=7
num_cat=0
split_feature=11 13 1 43 151 1
split_gain=2.49242e-05 3.19901e-05 3.63269e-05 2.45709e-05 3.4209e-05 7.84964e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.083899999999999988 -0.0088999999999999982 0.095575000000000007
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=0.00026136024926120871 -0.000292530306856086 0.00023513632621975896 -0.0003724907193211827 -0.00033569835861299715 -0.00029362679522493198 0.00037647785882590835
leaf_weight=0.0018037826385745113 0.001033466360342049 0.0015878859186100385 0.001025352099141257 0.0011633673977305367 0.0012508355115052236 0.0014525574201693509
leaf_count=534 279 788 178 277 1513 341
internal_value=0 3.04099e-05 -3.38778e-05 2.97739e-05 -5.45582e-05 6.64265e-05
internal_weight=0 0.00828378 0.00648 0.00545465 0.00386676 0.00270339
internal_count=3910 3631 3097 2919 2131 1854
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=6
num_cat=0
split_feature=3 39 4 48 0
split_gain=1.06632e-05 2.32695e-05 2.95664e-05 3.89704e-05 4.39694e-05
threshold=0.13772500000000001 0.005105000000000001 -0.034289999999999994 0.086125000000000021 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014116326709819261 0.0085543684920355682 0.010682722129467661 0.018968365403052211 -0.013772359428869223 -0.0058011348283574056
leaf_weight=0.0019736393588466765 0.0012410620488460533 0.0013017486034998258 0.0015098885683309143 0.0012788403415991208 0.0013641570048952606
leaf_count=1707 239 424 266 349 925
internal_value=0 -0.00145936 -0.00403928 0.000749794 0.0072116
internal_weight=0 0.00742827 0.00612653 0.00415289 0.00287405
internal_count=3910 3671 3247 1540 1191
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=6
num_cat=0
split_feature=42 160 160 43 4
split_gain=1.10612e-05 2.47317e-05 2.13939e-05 2.99585e-05 3.03495e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.00072999999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0089961005826961083 -0.0093532402359920528 0.01904230310053117 -0.0083729396479874808 0.013769725259876547 -0.0059507741464379935
leaf_weight=0.0011856244414038064 0.0016624647850093568 0.0014987181983718758 0.0010589395987254929 0.0013022490263956026 0.0019474276213613418
leaf_count=1060 1040 419 332 673 386
internal_value=0 0.00140112 0.00447977 0.00734605 0.00195186
internal_weight=0 0.0074698 0.00580733 0.00474839 0.00324968
internal_count=3910 2850 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=8
num_cat=0
split_feature=47 4 1 12 16 1 3
split_gain=4.1798e-05 4.74355e-05 6.09761e-05 4.76997e-05 6.53491e-05 9.96526e-05 7.30117e-05
threshold=0.11669500000000001 0.24280000000000004 0.11198000000000001 0.097510000000000013 -0.094359999999999986 0.094385000000000011 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00035504438026374177 -0.00037832460334352556 -6.4587519095432298e-05 0.0005792591701933511 -0.0004199888567651368 0.00020350769166636962 0.000584813085225265 -0.00043633665751473109
leaf_weight=0.0012826110831651505 0.0010076384114058581 0.0010364482491972348 0.001244671730102605 0.0010713082728911636 0.0016688956573821512 0.0013697289839303449 0.0011637822337973145
leaf_count=404 179 189 323 536 1642 425 212
internal_value=0 4.3179e-05 0.000286721 -4.15558e-05 3.23579e-05 0.000150596 -5.93671e-05
internal_weight=0 0.00883745 0.00228112 0.00655633 0.00548502 0.00420241 0.00283268
internal_count=3910 3731 512 3219 2683 2279 1854
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=7
num_cat=0
split_feature=11 13 1 43 151 1
split_gain=2.02021e-05 3.11938e-05 3.28542e-05 2.08586e-05 3.54006e-05 8.25639e-05
threshold=0.077330000000000024 -0.090744999999999978 0.13148500000000005 -0.083899999999999988 -0.0088999999999999982 0.095575000000000007
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=0.00025776903913834158 -0.0002609016076932615 0.00021641383342737319 -0.00035810504170641729 -0.00033871853115223472 -0.00030008939222154346 0.00038638441047847758
leaf_weight=0.0018001569828706007 0.0010364696102838104 0.0015758219471343083 0.0010143018010193615 0.0011548949281760187 0.0012454422711935908 0.0014670625255564303
leaf_count=534 279 788 178 277 1513 341
internal_value=0 2.95179e-05 -3.41114e-05 2.62623e-05 -5.12174e-05 7.11911e-05
internal_weight=0 0.00825768 0.00645752 0.00544322 0.0038674 0.0027125
internal_count=3910 3631 3097 2919 2131 1854
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=6
num_cat=0
split_feature=1 4 47 0 52
split_gain=1.1392e-05 3.26516e-05 2.19433e-05 3.78466e-05 6.96627e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0037997099197721014 -0.0045305876778027965 -0.01937487355803506 -0.0078140069447112642 -0.0067271938406758078 0.026148333534282073
leaf_weight=0.0014838447251089655 0.0013397027868497849 0.001029975871631785 0.0015930805980220418 0.0015760235329330139 0.0016538729809724905
leaf_count=422 251 1586 328 982 341
internal_value=0 -0.0056955 0.00229216 0.00581543 0.0124187
internal_weight=0 0.00251382 0.00616268 0.0045696 0.00299358
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=8
num_cat=0
split_feature=16 160 4 49 2 3 0
split_gain=2.16953e-05 6.0154e-05 5.62334e-05 5.02978e-05 5.55265e-05 2.98648e-05 1.36789e-05
threshold=-0.0083999999999999995 -0.063534999999999994 0.0051950000000000008 -0.029304999999999998 0.093815000000000009 -0.018854999999999997 -0.087104999999999988
decision_type=2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -3 -1
right_child=1 5 3 4 -6 -7 -8
leaf_value=-0.00050092502341214315 0.00047991794451165753 0.00013367012689912582 0.00036297498278480781 -0.00044658851137025651 0.00015167490969934737 -0.00025799271008265237 -0.00017928022852023375
leaf_weight=0.001032758294022056 0.0011838368401190201 0.0016749111617985323 0.0013630300107698202 0.0010528186580381592 0.0013759848900733616 0.0013532747971861953 0.0010011104498117843
leaf_count=557 405 738 192 285 356 214 1163
internal_value=0 0.00010515 -7.95685e-05 6.15194e-05 -0.000107656 -4.13612e-05 -0.000342605
internal_weight=0 0.00421202 0.0058257 0.00379183 0.0024288 0.00302819 0.00203387
internal_count=3910 1357 2553 833 641 952 1720
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=7
num_cat=0
split_feature=52 2 49 16 0 15
split_gain=1.33206e-05 2.40232e-05 2.06083e-05 4.77028e-05 3.70671e-05 1.91239e-05
threshold=-0.048794999999999991 0.097940000000000013 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.001062774596114039 0.013739940518050995 0.017898958298754482 0.0098074704787465081 -0.028523092227574653 -0.0037716781633976636 -0.0047862392485532998
leaf_weight=0.001957252131676036 0.0011619251641354633 0.0010144606255782238 0.0010506195581735421 0.0011406325051316439 0.001288562557186357 0.0010705814666437238
leaf_count=694 324 496 469 1627 152 148
internal_value=0 0.00541024 -0.00284469 -0.00569614 -0.0153937 0.00485585
internal_weight=0 0.00297171 0.00571232 0.0046617 0.0024292 0.00223251
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=8
num_cat=0
split_feature=11 16 3 47 1 49 0
split_gain=2.43282e-05 2.77118e-05 3.83496e-05 3.53212e-05 3.93668e-05 3.64919e-05 5.07937e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.077735000000000012 0.099595000000000017 -0.00064499999999999985 -0.069414999999999991
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=-0.00022368999173152753 -0.00028287838936989117 0.00037559917740764853 -0.00032579825174556322 -0.00024113778355327597 0.00038842787209984232 0.0004433633114141158 -0.00017998204449883273
leaf_weight=0.0013815840273190081 0.0010684327664069277 0.0013635898359639388 0.0010036171456626036 0.0015702254655639699 0.0012941096992024771 0.0010061861674888638 0.0010041671319827577
leaf_count=385 279 198 339 443 393 1564 309
internal_value=0 3.07929e-05 7.93422e-05 1.06195e-05 0.000102381 -2.04391e-05 0.000132004
internal_weight=0 0.00862348 0.0072419 0.00587831 0.00430808 0.00301397 0.00201035
internal_count=3910 3631 3246 3048 2605 2212 1873
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=7
num_cat=0
split_feature=52 1 12 2 2 16
split_gain=1.08564e-05 2.15679e-05 2.06651e-05 2.30513e-05 3.73827e-05 1.81685e-05
threshold=-0.048794999999999991 0.10386500000000001 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.40374499999999997
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=-0.0021863661446805665 -0.011906844764323327 0.015141630492770309 -0.014515814335865405 0.017667491355888215 0.0059280037631959503 -0.012714750181257069
leaf_weight=0.0017620709314786363 0.0011330549926286721 0.0012126386220229614 0.0011556451711786757 0.001328901926283424 0.0010043860646556627 0.0010901487030576117
leaf_count=817 701 373 379 1193 238 209
internal_value=0 0.00487738 -0.00257256 0.000456555 0.00454847 -0.00377505
internal_weight=0 0.00297471 0.00571214 0.00455649 0.00342344 0.00209453
internal_count=3910 1190 2720 2341 1640 447
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=7
num_cat=0
split_feature=16 4 160 16 1 3
split_gain=1.06966e-05 2.17097e-05 2.60022e-05 2.87269e-05 3.60707e-05 3.1222e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.026849999999999995 -0.055679999999999993 0.090820000000000012 -0.018854999999999997
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=-0.009603732698224253 0.011579248251359413 0.012826857937041348 0.017093551057304795 -0.00087713795101497538 -0.0084629849884467895 -0.02191135174433162
leaf_weight=0.0010265725453580512 0.0012731667105038832 0.0013400572848082199 0.001088261456463705 0.0014523325998646703 0.0011213087337208225 0.0013726372975675265
leaf_count=179 913 407 1028 856 287 240
internal_value=0 0.00126749 -0.00118827 -0.00441701 0.00412417 -0.0110975
internal_weight=0 0.00764776 0.00630771 0.00503454 0.00220957 0.00282497
internal_count=3910 3731 3324 2411 1315 1096
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=6
num_cat=0
split_feature=3 39 4 48 15
split_gain=1.05704e-05 2.35434e-05 2.67179e-05 3.40955e-05 2.97667e-05
threshold=0.13772500000000001 0.005105000000000001 -0.034289999999999994 0.087035000000000015 -0.10981499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013628205039515246 0.0085188473716530655 0.010767659092942932 -0.0073538233588604091 -0.013778692237829125 0.013665253268297317
leaf_weight=0.0019717598333805746 0.00124246478180743 0.0013010919426499276 0.0010395292726595837 0.0011899869472738727 0.0019148345451172589
leaf_count=1707 239 424 195 328 1017
internal_value=0 -0.00144746 -0.00404601 0.00051292 0.00626943
internal_weight=0 0.0074172 0.00611611 0.00414435 0.00295436
internal_count=3910 3671 3247 1540 1212
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=8
num_cat=0
split_feature=1 2 1 43 13 2 52
split_gain=2.89424e-05 4.30716e-05 2.69233e-05 4.10346e-05 7.84505e-05 3.47756e-05 1.819e-05
threshold=0.076710000000000014 0.096540000000000015 0.096230000000000024 -0.080894999999999981 -0.057284999999999996 0.11230000000000001 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -2
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.00047476827793392081 7.2259076974438881e-05 2.5095641410264101e-05 -0.00032444892010717401 0.0004791963947080722 0.00011876157693504116 -0.00035982777208247771 0.00044275298761636193
leaf_weight=0.0010880273974047242 0.0010288431783226448 0.0016955524537143256 0.0012169834144493213 0.0012925644524500496 0.0011560481355871515 0.0011790813812970757 0.0010092799353549192
leaf_count=1452 282 556 283 418 267 155 497
internal_value=0 -0.000170288 6.66554e-05 -1.28861e-05 9.1634e-05 -0.000122893 0.000255728
internal_weight=0 0.00278358 0.0068828 0.00484468 0.00362769 0.00233513 0.00203812
internal_count=3910 2008 1902 1123 840 422 779
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=7
num_cat=0
split_feature=159 1 42 133 151 4
split_gain=2.13892e-05 2.50189e-05 5.20152e-05 5.77627e-05 5.58342e-05 9.46654e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.0057500000000000008
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=-0.00027230821411227746 -0.00040380407397081565 0.00029552702065494441 -0.00031126520022107932 0.00049078812508646574 -0.00019667618423904325 0.0004523365240556028
leaf_weight=0.0010169143478799018 0.0010957564659255202 0.0011650376083786997 0.0017282475508904448 0.001056755502180119 0.0018662532766362788 0.0016090310337909073
leaf_count=633 235 298 1065 533 907 239
internal_value=0 2.85533e-05 -1.37296e-05 7.76411e-05 -1.78723e-05 0.000103812
internal_weight=0 0.00852108 0.00735604 0.0056278 0.00457104 0.00347528
internal_count=3910 3277 2979 1914 1381 1146
is_linear=0
shrinkage=0.00196078


Tree=7401
num_leaves=7
num_cat=0
split_feature=42 160 49 49 0 2
split_gain=1.05679e-05 2.49287e-05 6.08339e-05 2.33709e-05 4.41629e-05 2.67913e-05
threshold=0.093125000000000013 0.084835000000000008 -0.0019649999999999997 1.0000000180025095e-35 -0.032484999999999993 0.082715000000000025
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=-0.019203625807344242 -0.0089122291948875824 0.014080568732708293 0.0045356558026729251 -0.0087835317985167933 -0.0058776575136124578 0.026282532065546722
leaf_weight=0.0014498265333927739 0.0011581837262546859 0.0012768961602495736 0.0010266583782593613 0.0010791140172201883 0.0014267233250891301 0.0012639161224248109
leaf_count=519 787 437 440 586 256 885
internal_value=0 0.00134901 -0.00125366 0.00417213 0.0079331 0.0165354
internal_weight=0 0.00752313 0.00624624 0.00479641 0.0037173 0.00229057
internal_count=3910 3123 2686 2167 1581 1325
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=8
num_cat=0
split_feature=15 42 15 0 15 43 2
split_gain=1.11028e-05 3.15603e-05 4.24478e-05 6.4426e-05 3.55567e-05 3.51184e-05 3.4329e-05
threshold=0.079360000000000014 0.078965000000000021 -0.017214999999999998 0.0059850000000000016 -0.091024999999999981 -0.080894999999999981 0.097775000000000015
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=0.015956776161048281 -0.0096103026967693725 -0.02258912466632787 0.033935727951430503 -0.0010215892322523034 -0.017242871557308522 0.0036737863477575277 -0.0078615484417149314
leaf_weight=0.0013118979960348969 0.0010589850660756338 0.001008681699334886 0.0010508415018434672 0.0010580297796043102 0.0010234623972945655 0.0010281177975870548 0.001123190954096608
leaf_count=279 1436 573 184 192 376 594 276
internal_value=0 0.00131878 0.00521541 0.0163975 -0.00160292 -0.00933236 0.00497051
internal_weight=0 0.00760422 0.00556742 0.00210887 0.00345855 0.0020368 0.00243509
internal_count=3910 2474 1307 376 931 1167 555
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=7
num_cat=0
split_feature=49 3 3 52 15 3
split_gain=1.06504e-05 2.71534e-05 2.31315e-05 5.83218e-05 1.93485e-05 5.17997e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.075954999999999981 0.0033900000000000002 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017471529996768126 -0.023549446996936924 -0.0044793581995563334 0.012261167029903713 0.0079195445688190827 0.010578160300046092 -0.018006793715583821
leaf_weight=0.0010674304062825951 0.0013545100025932971 0.001193766698067028 0.0010858781638376134 0.0010419755426750068 0.0017158364132148786 0.0011796277760847971
leaf_count=350 1246 209 536 926 434 209
internal_value=0 0.00588287 -0.0021046 -0.00986694 0.00256778 -0.00349908
internal_weight=0 0.0022612 0.00637783 0.00239649 0.00398134 0.00226551
internal_count=3910 559 3351 2172 1179 745
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=8
num_cat=0
split_feature=159 484 1 2 150 15 43
split_gain=2.74875e-05 3.21158e-05 4.23711e-05 4.12957e-05 4.01519e-05 2.0574e-05 1.4838e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.12811000000000003 0.086875000000000022 0.083680000000000018 -0.015439999999999997 -1.0000000180025095e-35
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=-0.0003094379019281174 -0.00047031271020835449 0.00035109021494715223 0.00033266827063672375 -0.0002971321459624771 0.0003287472518476269 3.7525957275092363e-05 -0.00013561911245918478
leaf_weight=0.0010080575536268324 0.0010342249582077387 0.001067219436598172 0.0011546372039998587 0.0011361171847789858 0.00125321891880155 0.0018667710532092314 0.0010032918597490154
leaf_count=633 784 392 259 580 210 716 336
internal_value=0 3.29746e-05 -1.26064e-05 -7.5951e-05 3.39436e-05 -8.90891e-05 -0.000305507
internal_weight=0 0.00851548 0.00744826 0.00629362 0.00425611 0.00300289 0.00203752
internal_count=3910 3277 2885 2626 1506 1296 1120
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=6
num_cat=0
split_feature=4 42 15 160 1
split_gain=1.19391e-05 2.66727e-05 4.41282e-05 3.9756e-05 4.00848e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.023001207782528958 0.0076447228566474054 -0.013555165803768601 -0.016624274164525988 -0.0083836628812662874 0.013914834387274597
leaf_weight=0.0010375374268434562 0.0016465778943962157 0.0015166873409461039 0.0010852651833692262 0.0020010049226815126 0.0013501133333751643
leaf_count=465 426 1266 842 584 327
internal_value=0 -0.00182033 0.0014311 0.00589599 0.000600054
internal_weight=0 0.00699061 0.00547392 0.00438866 0.00335112
internal_count=3910 3484 2218 1376 911
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=6
num_cat=0
split_feature=42 160 160 43 4
split_gain=1.17768e-05 2.89618e-05 2.20463e-05 3.00006e-05 2.80693e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.00072999999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093072897779477529 -0.010242530206950569 0.019463635159660271 -0.0082234041688968636 0.013699676092584715 -0.0052845171254303604
leaf_weight=0.0011773806335406353 0.0016478400442254586 0.0014878564890393616 0.0010642158531838589 0.0012986367726669547 0.0019458110666395417
leaf_count=1060 1040 419 332 673 386
internal_value=0 0.00145584 0.00478146 0.00770604 0.00231418
internal_weight=0 0.00744436 0.00579652 0.0047323 0.00324445
internal_count=3910 2850 1810 1478 1059
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 49
split_gain=1.08684e-05 2.57516e-05 4.03989e-05 4.48335e-05 4.53198e-05 4.62368e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10131499999999999 -0.006494999999999999
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=-0.016634478741056408 0.0072985098608073984 -0.013289145920615579 0.019203477289014066 0.015694795797461008 -0.025893153678063077 0.011501034125838141
leaf_weight=0.0010297959513884021 0.0016450848628295463 0.0015113665748914384 0.0010389979464214168 0.0010180165853803697 0.0010174804886710887 0.001349518201307443
leaf_count=152 426 1266 689 216 919 242
internal_value=0 -0.00173863 0.00146226 -0.00271302 -0.00822983 -0.000676356
internal_weight=0 0.00696518 0.00545381 0.00441481 0.00339679 0.00237931
internal_count=3910 3484 2218 1529 1313 394
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=6
num_cat=0
split_feature=49 15 12 43 3
split_gain=1.26916e-05 2.49999e-05 2.05754e-05 5.8355e-05 5.25489e-05
threshold=-0.029304999999999998 -0.050004999999999994 0.080120000000000011 -0.074254999999999988 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.015994017168743147 0.013859752800438364 -0.0052088612035037733 0.006137540524005859 -0.022166754359900995 -0.011107900876827266
leaf_weight=0.001235075708632664 0.001930117567147056 0.0010115412389799969 0.0014111825251075772 0.0015054879619491547 0.0014965813715189077
leaf_count=249 497 310 1049 1534 271
internal_value=0 0.0064474 -0.00229902 -0.00847219 0.00295534
internal_weight=0 0.00224662 0.00634337 0.00291667 0.0034267
internal_count=3910 559 3351 2583 768
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=8
num_cat=0
split_feature=49 2 2 3 0 4 42
split_gain=2.8356e-05 3.62224e-05 3.38716e-05 3.59204e-05 4.87301e-05 4.70696e-05 4.06806e-05
threshold=0.10513500000000002 0.114165 0.10393500000000001 0.090325000000000003 -0.073129999999999987 0.035895000000000003 0.084305000000000005
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=-0.00054665082481827551 0.00031005093549806684 0.00027086757183624751 -0.00037562471681886226 0.00028981836420882684 -0.00012268773854480893 1.616040709975746e-05 0.00039031975610720888
leaf_weight=0.0013300378661195971 0.0010021465809265948 0.0012391740448141585 0.0013222752898516066 0.001107603553993336 0.0014244429419030041 0.0010015075099010676 0.0010197359899973874
leaf_count=1850 366 451 320 170 219 279 255
internal_value=0 -3.87984e-05 -9.20527e-05 -2.83201e-05 -0.000102104 -0.000304897 9.13441e-05
internal_weight=0 0.00844478 0.0072056 0.00588333 0.00477572 0.00233155 0.00244418
internal_count=3910 3544 3093 2773 2603 2129 474
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=7
num_cat=0
split_feature=2 2 0 3 13 2
split_gain=1.16465e-05 2.52837e-05 3.35553e-05 3.3569e-05 1.84162e-05 1.85409e-05
threshold=0.099015000000000006 0.090905000000000014 -0.066689999999999985 -0.00088499999999999983 -0.089899999999999994 0.11635500000000001
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=-0.017510236825415477 0.014057827236711458 -0.016808970182924772 0.012076001141837369 0.0067922810104452313 -0.0083557366691932502 0.0093728518325709841
leaf_weight=0.0013152467963103353 0.0012581018009678951 0.0010679344117532899 0.0015299209178761368 0.0010009149000693987 0.0013953675538460053 0.0010219454749878939
leaf_count=1781 254 509 296 178 502 390
internal_value=0 -0.00319644 0.000583331 -0.00700805 0.00424589 -0.000860782
internal_weight=0 0.00491402 0.00384608 0.00231616 0.00367541 0.00241731
internal_count=3910 2764 2255 1959 1146 892
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=8
num_cat=0
split_feature=159 2 0 2 16 15 15
split_gain=2.92554e-05 3.34805e-05 4.70494e-05 7.74197e-05 4.01757e-05 7.81598e-05 1.84502e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.15517999999999996 0.11260500000000001 0.081265000000000018 -0.0063699999999999989 -0.097269999999999981
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=-0.00032085542916982635 -2.8070022809032614e-05 -0.00015260287441679611 1.9251763812953248e-06 0.00067631440542017249 -0.00039340165626217864 0.00040308271001001457 -0.00038251495233706427
leaf_weight=0.0010212016101494971 0.0011813276824702789 0.0012177704469502845 0.0014166292999110207 0.0012164681444829398 0.0011809896325116771 0.0013186498176229883 0.0010815853495126453
leaf_count=633 353 154 391 490 295 1120 474
internal_value=0 3.01444e-05 0.000166094 0.000313487 -7.97809e-05 2.36328e-05 -0.000197481
internal_weight=0 0.00861342 0.00385087 0.0026331 0.00476255 0.00358156 0.00226291
internal_count=3910 3277 1035 881 2242 1947 827
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=7
num_cat=0
split_feature=3 151 4 48 15 4
split_gain=2.41049e-05 2.53624e-05 4.77542e-05 3.07598e-05 3.51514e-05 2.74326e-05
threshold=0.13772500000000001 -0.084129999999999996 0.28937500000000005 0.091555000000000011 -0.017214999999999998 -0.12499499999999999
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=-0.00032636545015212565 0.00023964427068761334 -0.00036636337526369179 0.00034419765620653494 0.00022844547070765024 -0.00020956533630594489 0.00017536591143851475
leaf_weight=0.0010587189142167693 0.0013491618012340346 0.0017377501906813467 0.0012626073782882156 0.0010296213229073793 0.0013904753221086242 0.0014583558189589718
leaf_count=403 239 874 284 292 327 1491
internal_value=0 -4.38459e-05 -3.6325e-07 -7.78258e-05 -0.000146579 -1.25137e-05
internal_weight=0 0.00793753 0.00687881 0.0056162 0.00458658 0.00284883
internal_count=3910 3671 3268 2984 2692 1818
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=7
num_cat=0
split_feature=49 3 16 133 16 4
split_gain=1.15652e-05 2.12618e-05 1.84458e-05 2.04699e-05 3.74807e-05 2.65264e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 0.018480000000000003
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=0.01645503269915093 -0.014544229781070759 -0.0030170693350509651 -0.014763413571337447 -0.012322714803879066 0.014373139988882899 0.005782508607445354
leaf_weight=0.0010586209191413847 0.0010169310436775481 0.001192350603607993 0.0012733122330547608 0.0010555876423897952 0.001769652131675392 0.0012406632343482703
leaf_count=350 261 209 1146 1189 511 244
internal_value=0 0.00614057 -0.00220055 0.000150483 0.00322418 -0.00462387
internal_weight=0 0.00225097 0.00635615 0.00533922 0.00428363 0.00251398
internal_count=3910 559 3351 3090 1901 1390
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=7
num_cat=0
split_feature=49 47 15 16 16 16
split_gain=1.14058e-05 2.8382e-05 3.79992e-05 4.36434e-05 2.61791e-05 4.14084e-05
threshold=0.093425000000000022 0.086425000000000016 -0.03231499999999999 -0.092014999999999986 0.15100500000000003 -0.084184999999999996
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=0.027273836577570945 0.0098538112085328547 -0.013581967589170255 -0.012368579393733956 -3.9725746870116456e-05 -0.016302927051854522 0.014068105023126663
leaf_weight=0.0010120068549816926 0.0010302550630986729 0.0015189065924592834 0.0011312434890095667 0.0013864937500050742 0.0012712815448474926 0.001244035832445526
leaf_count=430 541 355 569 497 265 1253
internal_value=0 -0.00136169 0.00170883 0.0114848 -0.00472123 0.00147745
internal_weight=0 0.00756397 0.00604506 0.0023985 0.00364656 0.00237528
internal_count=3910 3369 3014 927 2087 1822
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=8
num_cat=0
split_feature=11 13 2 48 1 15 1
split_gain=2.77945e-05 4.0993e-05 3.79653e-05 5.22147e-05 4.50919e-05 6.26874e-05 4.93633e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11635500000000001 0.087770000000000015 0.096035000000000023 -0.064869999999999983 1.0000000180025095e-35
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=0.00028854532895983314 -0.00030593015498301209 -0.00028808366399731949 0.00029957736422797366 0.00029013241792205581 -0.00074411736065114196 -7.1298972878035152e-05 0.00027941363329045654
leaf_weight=0.0018848506172021448 0.0010412346956097324 0.0012013890086866558 0.0010656138228855774 0.0010450621306302647 0.0010510594170596718 0.0010789351203384877 0.0011566606862096593
leaf_count=534 279 1408 373 340 215 229 532
internal_value=0 3.3518e-05 -3.93276e-05 -0.000104597 -0.000196512 -0.000403306 -9.71726e-06
internal_weight=0 0.00848357 0.00659872 0.00553311 0.00448804 0.00212999 0.00235805
internal_count=3910 3631 3097 2724 2384 444 1940
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.15741e-05 2.07072e-05 2.80552e-05 8.60582e-05 3.1073e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0080091759340541659 0.0088855076842114921 0.010005340745818912 0.0037929038636633308 -0.031712349714403919 0.011519958568273921
leaf_weight=0.0015416115407057901 0.001247997564677473 0.001283977462798765 0.0016019481579521652 0.0011896119347580881 0.0017279571601482575
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00153078 -0.00397457 -0.0113375 0.00231191
internal_weight=0 0.00734511 0.00606113 0.00279156 0.00326957
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=7
num_cat=0
split_feature=151 4 0 3 0 16
split_gain=1.15479e-05 3.11406e-05 3.33119e-05 1.97037e-05 2.73169e-05 2.28502e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.11476000000000001 -0.070894999999999986 0.15737500000000001
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=-0.0097802008537033417 -0.018098165671679156 0.015349921852621622 -0.010797460900020671 0.014100189979234515 0.01702350118532487 -0.0027942983491165761
leaf_weight=0.0010617506065431215 0.0010222563358092407 0.0013132517704519623 0.0017741000790008309 0.0010212982705830606 0.0010085352228968462 0.0013750499596352922
leaf_count=423 151 375 2086 138 339 398
internal_value=0 0.00136118 -0.00160125 0.001655 -0.00140205 0.00559095
internal_weight=0 0.00751449 0.00620124 0.00517898 0.00415769 0.00238359
internal_count=3910 3487 3112 2961 2823 737
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 48
split_gain=1.09014e-05 3.02078e-05 1.78313e-05 3.32219e-05 3.45132e-05 4.28391e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 0.087035000000000015
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=0.0035825258441249453 -0.0088578941968302047 -0.018796550853970747 0.018931702762368746 -0.0050400473714735782 -0.011541906327821084 0.023281989646682724
leaf_weight=0.0014729723099519607 0.0011635386141353203 0.0010214221449669444 0.0012570151216208568 0.0011405379735117793 0.0015025400665428447 0.0010043570757724471
leaf_count=422 324 1586 818 260 319 181
internal_value=0 -0.00558142 0.00227156 0.00491193 8.03e-05 0.00822188
internal_weight=0 0.00249439 0.00606799 0.00490445 0.00364744 0.0021449
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 12
split_gain=2.0119e-05 2.78606e-05 2.73093e-05 2.95914e-05 5.77852e-05 3.68959e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 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=0.00024347900673764848 -0.00026380020526861999 -0.00032201182959260921 0.00030008865818135735 0.00034195063374339716 -0.00037036914430717244 -0.00010749131569739976
leaf_weight=0.0017872998468904736 0.0010305315041411805 0.0010530180878775509 0.0011641907526053815 0.0013690661974787978 0.0014513301930802447 0.0014418110511334626
leaf_count=534 279 261 475 349 214 1798
internal_value=0 2.67445e-05 -3.30401e-05 2.30362e-05 -5.26387e-05 0.000111414
internal_weight=0 0.00826672 0.00647942 0.0054264 0.00426221 0.00281088
internal_count=3910 3631 3097 2836 2361 2147
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=9
num_cat=0
split_feature=159 484 42 43 47 3 150 4
split_gain=2.72611e-05 2.68185e-05 4.28784e-05 5.19872e-05 4.2079e-05 9.91184e-05 5.58943e-05 8.39117e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -1.0000000180025095e-35 0.083940000000000015 0.096770000000000009 0.11265500000000002 0.087235000000000021 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00030762786329120847 -0.00037274577221534772 0.00031901897455074893 -1.545891866790528e-05 -0.00034129481681312063 0.0004879976275032553 -0.00049470563692454773 -0.00016202561105873225 0.00073414817121439553
leaf_weight=0.0010310295530888908 0.0010828099664529668 0.0010781053133301285 0.0010934632121622307 0.0010931776447859224 0.0010120601282933737 0.0010095170093585028 0.0010829726748238224 0.0012088656612396936
leaf_count=633 916 392 811 163 203 175 186 431
internal_value=0 2.96514e-05 -1.14899e-05 4.86899e-05 0.000127538 4.45296e-05 0.000205333 0.000378131
internal_weight=0 0.00866097 0.00758287 0.00650006 0.00540688 0.00439482 0.0033853 0.00230233
internal_count=3910 3277 2885 1969 1806 1603 1428 1242
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=7
num_cat=0
split_feature=39 3 52 15 1 4
split_gain=1.00087e-05 2.77311e-05 2.80723e-05 3.37458e-05 6.70439e-05 4.33286e-05
threshold=0.088025000000000006 0.13772500000000001 0.092885000000000009 -0.07142999999999998 0.11167500000000001 -0.03614499999999999
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=0.0063370365321748267 -0.0094107190312600879 0.016195563831120013 -0.015005004166564776 -0.0021542573580028788 -0.026369840224704399 0.023492017474476552
leaf_weight=0.0016561739727907257 0.0010030188437550238 0.0010629354732756393 0.0012048468783330589 0.0014008882395836531 0.0010082871882938769 0.0012435108251778173
leaf_count=690 334 205 755 1227 122 577
internal_value=0 0.00121923 -0.00122467 0.00190278 -0.00603992 0.00990573
internal_weight=0 0.00757664 0.00651371 0.00530886 0.00266446 0.0026444
internal_count=3910 3576 3371 2616 812 1804
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=6
num_cat=0
split_feature=1 4 47 13 0
split_gain=9.66543e-06 2.64822e-05 1.73222e-05 2.82547e-05 4.08774e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 -0.00059999999999999995 -0.23029999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0033011850160095954 0.017872684484820947 -0.017643183378733756 -0.0057622402383857175 0.01638942047461088 -0.0087099267089831775
leaf_weight=0.0014777173630460742 0.0013152522766524894 0.0010206822541276824 0.0019043420509181281 0.0010026086498116094 0.0018391163962823594
leaf_count=422 903 1586 382 108 509
internal_value=0 -0.00525531 0.00213607 0.00575435 0.000145547
internal_weight=0 0.0024984 0.00606132 0.00415698 0.00284173
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=8
num_cat=0
split_feature=159 484 49 49 1 0 52
split_gain=2.96724e-05 2.98556e-05 3.01123e-05 6.75453e-05 4.38392e-05 5.50211e-05 5.46632e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.081419999999999979 -0.006494999999999999 0.094890000000000016 -0.10783 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00032109747505812273 0.00026830882019651545 0.00034293609654933527 -0.00047274724662737443 -0.00049366303270905506 -9.2405249241077572e-05 0.00050173797471442466 9.4689562540158675e-05
leaf_weight=0.0010195247132249391 0.0012384676435164875 0.0010470168230924124 0.0012550815369218645 0.00102202213898713 0.0011187070311492189 0.0012905412041341847 0.0014955525184967753
leaf_count=633 255 392 347 909 156 450 768
internal_value=0 3.29775e-05 -1.07578e-05 -6.66653e-05 3.67819e-05 0.000225854 -0.000144155
internal_weight=0 0.00846739 0.00742037 0.0061819 0.00492682 0.00240925 0.00251757
internal_count=3910 3277 2885 2630 2283 606 1677
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=6
num_cat=0
split_feature=151 4 16 48 16
split_gain=1.06469e-05 3.15575e-05 5.11994e-05 5.50377e-05 3.85014e-05
threshold=-0.084129999999999996 0.24280000000000004 -0.094359999999999986 0.086065000000000016 0.15100500000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.009416840157603263 -0.020212425560192118 0.012165322367935709 0.0076232741845337713 0.021557728078437321 -0.014583724485777803
leaf_weight=0.0010576511863531236 0.0012680129822517372 0.0019711767056493409 0.0014719033935695269 0.0011334153301462376 0.0016625842425369197
leaf_count=423 471 493 1678 374 471
internal_value=0 0.00129988 -0.00256899 0.00267295 -0.00415569
internal_weight=0 0.00750709 0.00553592 0.0042679 0.00313449
internal_count=3910 3487 2994 2523 2149
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=7
num_cat=0
split_feature=159 4 0 48 15 3
split_gain=3.9363e-05 3.66312e-05 3.55454e-05 5.61082e-05 4.97731e-05 4.99026e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.14867499999999997 0.086065000000000016 -0.017214999999999998 -0.032959999999999996
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=-0.00036530239420665595 -0.00029641767484491399 0.00030189202807450339 -0.00035237445267463272 0.00045330539896138957 -0.00013930649144258534 0.00035438159590815964
leaf_weight=0.0010452375826846541 0.0014589170488325202 0.0016354556303447903 0.0014182370719755416 0.0010607524803977102 0.0016973890418204276 0.0014679839798983315
leaf_count=633 197 412 603 488 1395 182
internal_value=0 3.73218e-05 -2.35927e-05 4.69253e-05 -4.71204e-05 8.96479e-05
internal_weight=0 0.00873874 0.00710328 0.00564436 0.00458361 0.00316537
internal_count=3910 3277 2865 2668 2180 1577
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=7
num_cat=0
split_feature=11 13 13 0 4 3
split_gain=2.20549e-05 3.12436e-05 3.16709e-05 5.8163e-05 5.34241e-05 4.0062e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 -0.052874999999999998 -0.0010999999999999996 0.096385000000000012
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=0.00025517520008569119 -0.00027755832441214094 0.00030584048218195787 0.00024141147028578611 -0.00049378848739012966 -0.0004139590246576071 7.8327297116713676e-05
leaf_weight=0.0018109010124703877 0.0010229237744748985 0.0014596356095259492 0.0012658367602746291 0.0011481644714503121 0.0012557270798750401 0.0012868976138376564
leaf_count=534 279 1704 244 361 659 129
internal_value=0 2.77288e-05 -3.64648e-05 -0.000104759 6.84496e-06 -0.000164798
internal_weight=0 0.00822716 0.00641626 0.00515042 0.00400226 0.00254262
internal_count=3910 3631 3097 2853 2492 788
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=8
num_cat=0
split_feature=50 3 2 2 15 2 3
split_gain=3.44589e-05 3.77097e-05 4.44685e-05 9.22034e-05 4.68733e-05 6.59976e-05 3.64543e-05
threshold=0.084340000000000012 -0.15464999999999998 0.097940000000000013 0.113945 -0.064869999999999983 0.084235000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00039324755617956919 -0.00034467609212150317 -0.00057204244235429169 0.0004535312661848396 -0.0001868733663509847 0.00032412111501889574 -0.00030873080921391902 -7.977336958058697e-05
leaf_weight=0.0010134472983366746 0.0010127866495164379 0.0011778513223577142 0.0018996504418206214 0.0015860303565206455 0.0014827297093508494 0.0011062376806283164 0.0011363594020407021
leaf_count=222 731 503 399 495 458 947 155
internal_value=0 3.59829e-05 -7.17783e-06 0.000162139 -0.000127545 5.37104e-05 -0.000330321
internal_weight=0 0.00940231 0.00838886 0.00348568 0.00490318 0.00258897 0.00231421
internal_count=3910 3179 2957 894 2063 1405 658
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=7
num_cat=0
split_feature=43 4 4 13 1 3
split_gain=9.55619e-06 2.95589e-05 2.3646e-05 3.47931e-05 2.60572e-05 1.97328e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.0010999999999999996 -0.016579999999999998 0.095575000000000007 -1.0000000180025095e-35
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=0.0082469943337501999 -0.016471201203856835 -0.002939787717727297 -0.016037871446447267 0.022362470354814583 -0.0075591804954396246 0.0088216137219129191
leaf_weight=0.0011996864385105761 0.0011036554778107756 0.0010869183255989266 0.0011399899176120342 0.0010869547309049121 0.0012973023004509382 0.0016978294404597191
leaf_count=261 278 1375 654 714 317 311
internal_value=0 -0.00137317 0.00126799 0.00971155 -0.00317088 0.00172649
internal_weight=0 0.00741265 0.00630899 0.00217387 0.00413512 0.00299513
internal_count=3910 3649 3371 2089 1282 628
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=8
num_cat=0
split_feature=147 42 43 39 13 2 4
split_gain=2.51605e-05 3.49411e-05 3.981e-05 5.37417e-05 5.00368e-05 6.82891e-05 6.21153e-05
threshold=1.0000000180025095e-35 0.093125000000000013 0.0050750000000000005 0.084350000000000008 -0.083514999999999992 0.11230000000000001 0.0057500000000000008
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=0.00040459580930998697 0.00028814777051645282 -0.00033799381871180248 0.00032273166219071501 -0.00046117325416549838 -0.00017417425095886976 -0.00049439797602197466 0.00040207965470813808
leaf_weight=0.0010978601285847722 0.0010681249456760732 0.0012226107043234284 0.0013615169112900167 0.0010101632414599437 0.001586019922109196 0.0010599894159329633 0.0013158145764257142
leaf_count=754 234 756 399 249 1135 181 202
internal_value=0 -3.08227e-05 1.97132e-05 -4.82564e-05 3.41823e-05 -6.8463e-05 8.71237e-05
internal_weight=0 0.00865397 0.00743136 0.00606985 0.00505968 0.00396182 0.00290183
internal_count=3910 3676 2920 2521 2272 1518 1337
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=8
num_cat=0
split_feature=50 4 12 160 2 13 43
split_gain=3.91765e-05 4.99792e-05 3.66849e-05 3.89941e-05 5.54939e-05 6.08285e-05 1.83314e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.036459999999999992 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.074254999999999988
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=-0.00036102839760740327 -0.00037488248098377656 0.00034430635183496238 0.00047573658429637462 -0.00031479100399291475 0.00026253271207672056 -0.00034164532878342904 0.00013160658306696506
leaf_weight=0.0011277641868252765 0.001004829730621601 0.001626036752879317 0.0012592097149972279 0.0010779153371223704 0.0010720446305384833 0.0015922030757591563 0.0011284610977418921
leaf_count=253 779 396 307 302 148 1106 619
internal_value=0 3.35927e-05 -3.60215e-05 2.37731e-05 9.60117e-05 -9.85351e-05 0.000313094
internal_weight=0 0.00888363 0.0072576 0.00612983 0.00505192 0.00266425 0.00238767
internal_count=3910 3131 2735 2482 2180 1254 926
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=6
num_cat=0
split_feature=151 16 0 1 12
split_gain=9.46479e-06 2.75267e-05 3.85733e-05 3.1898e-05 6.89013e-05
threshold=-0.084129999999999996 -0.50388999999999984 -0.11756999999999999 0.095575000000000007 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=-0.008850665395783424 0.01568380093136169 -0.013371839555939045 -0.018249267575538013 0.013609530714172997 0.01385419710337389
leaf_weight=0.0010669798400355732 0.0011196276627977756 0.0018774555915156196 0.0014403116590600894 0.0018886532450278774 0.0012476352330284531
leaf_count=423 242 344 1349 681 871
internal_value=0 0.00120932 -0.00130166 0.00364988 -0.00334815
internal_weight=0 0.00757368 0.00645406 0.0045766 0.00268795
internal_count=3910 3487 3245 2901 2220
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 12
split_gain=2.86462e-05 4.16837e-05 3.56294e-05 3.45641e-05 5.7211e-05 4.62317e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 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=0.00029586815131637948 -0.00030772268403959333 -0.00036888066556628278 0.00032341443705164911 0.00036337974522197266 -0.00037107017032353705 -0.00013616004075034889
leaf_weight=0.0018571179138843433 0.0010443223303943277 0.0010449620619837801 0.0011804184050674005 0.0013841163228470335 0.0014590498379854363 0.0014674961829048421
leaf_count=534 279 261 475 349 214 1798
internal_value=0 3.66365e-05 -3.70203e-05 2.61333e-05 -5.52733e-05 0.000106307
internal_weight=0 0.00839316 0.00653604 0.00549108 0.00431066 0.00285161
internal_count=3910 3631 3097 2836 2361 2147
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=7
num_cat=0
split_feature=159 151 4 16 16 3
split_gain=3.82267e-05 4.05234e-05 6.85459e-05 3.83666e-05 7.61098e-05 1.88705e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.28937500000000005 0.15100500000000003 -0.091624999999999984 -0.053439999999999994
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=-0.00035826372571939305 -0.00021423740402444412 -0.00013073712022809304 0.00055475923972328446 -3.0275539720314507e-06 0.0004327910060220839 -0.0003810459295215519
leaf_weight=0.0010324822286738719 0.0018797031186412782 0.0018957084476058676 0.0011185186080310532 0.0010133874588622016 0.0017929324516554835 0.0010174699902373489
leaf_count=633 628 527 301 374 1312 135
internal_value=0 4.07401e-05 0.000110831 2.40152e-05 0.000143176 -0.000192417
internal_weight=0 0.00871772 0.00683802 0.0057195 0.00368864 0.00203086
internal_count=3910 3277 2649 2348 1839 509
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=7
num_cat=0
split_feature=42 160 15 1 1 16
split_gain=9.52258e-06 2.81816e-05 2.55074e-05 4.58668e-05 7.77816e-05 2.13753e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.035895000000000003 0.11052000000000002 0.094385000000000011 -1.0000000180025095e-35
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=-0.008348372965257176 -0.010219075092575011 -0.013350863551372877 0.018478282395805772 -0.012549025150114371 0.030056964623269025 0.0069157966258638322
leaf_weight=0.0011878032613592045 0.0016557407839734176 0.0010154172107042423 0.001074675199168768 0.0015721048111031915 0.0010848773022622059 0.001067541125901261
leaf_count=1060 1040 213 652 364 278 303
internal_value=0 0.00129096 0.0045685 0.00141477 0.0083446 -0.00296396
internal_weight=0 0.00747036 0.00581462 0.00473994 0.00316784 0.00208296
internal_count=3910 2850 1810 1158 794 516
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=7
num_cat=0
split_feature=159 160 0 42 4 12
split_gain=9.41896e-06 3.79637e-05 2.8442e-05 6.20026e-05 4.18258e-05 3.6668e-05
threshold=0.073745000000000019 -1.0000000180025095e-35 -0.053834999999999994 0.088115000000000013 0.0057500000000000008 0.091475000000000015
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=-0.01941575612621449 0.0079911423558386863 -0.015861100680435648 0.0050094551457146976 0.027341908161759639 0.0081243781761891776 -0.020763945910730018
leaf_weight=0.0010084668724683939 0.0012526802563399856 0.0011541075434083684 0.0011184192801613276 0.0010501110713764484 0.0019646239553316042 0.001089969403529015
leaf_count=858 669 1005 202 614 338 224
internal_value=0 -0.00138668 0.00146436 0.00632501 -0.000751609 -0.00771123
internal_weight=0 0.0073857 0.00637723 0.00416884 0.00311873 0.00220839
internal_count=3910 3241 2383 1957 1343 426
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=8
num_cat=0
split_feature=42 0 49 160 49 16 15
split_gain=2.57173e-05 4.35433e-05 4.38141e-05 6.39717e-05 4.7363e-05 6.34243e-05 5.1558e-05
threshold=0.093125000000000013 0.039665000000000006 -0.0019649999999999997 0.069910000000000014 1.0000000180025095e-35 -0.083564999999999987 -0.017214999999999998
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=-0.00056975352162979957 -0.00026282077847154789 0.0003255036087638535 0.00061875201580260388 8.773693327207006e-05 -0.00023139729677630256 -0.00028139201143301089 0.00033611739631357157
leaf_weight=0.0011759960493285438 0.0012448983172881076 0.0016409033391168388 0.0010093792483457198 0.0011021680456526329 0.0012939560596787348 0.0010658879861535698 0.0010147247957853522
leaf_count=473 787 272 588 202 692 211 685
internal_value=0 3.93911e-05 -3.10795e-05 -0.000251662 8.35484e-05 0.000215434 1.97703e-05
internal_weight=0 0.00830302 0.00666211 0.00227816 0.00438395 0.00308999 0.00208061
internal_count=3910 3123 2851 675 2176 1484 896
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=7
num_cat=0
split_feature=16 42 133 0 49 1
split_gain=1.05639e-05 2.14558e-05 3.57717e-05 3.97432e-05 3.58811e-05 3.11881e-05
threshold=-0.52908499999999992 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.006494999999999999 0.11198000000000001
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=-0.0096172048780570688 -0.019140364123572715 -0.0090736303295800881 0.020908894204656556 0.016659145670722606 -0.0071769280883170646 0.014742850801508967
leaf_weight=0.0010131069527692261 0.0011586018913407135 0.0015920854557017828 0.0010339313818817988 0.0011636957534955287 0.0015624671701664605 0.0011104182638516208
leaf_count=179 250 1369 701 271 974 166
internal_value=0 0.00125171 0.00397828 0.000473883 -0.00444189 0.00192938
internal_weight=0 0.0076212 0.00602911 0.00499518 0.00383149 0.00267289
internal_count=3910 3731 2362 1661 1390 1140
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=7
num_cat=0
split_feature=42 43 51 457 3 12
split_gain=9.12544e-06 2.4183e-05 2.8757e-05 2.27796e-05 4.57157e-05 9.69976e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.07742499999999998 0.041935000000000007 0.090325000000000003 0.080120000000000011
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=-0.0081872628878391501 -0.011412690567113446 -0.012316281520119075 0.034303064744695459 0.020089620312847653 -0.010665591819746752 -0.0040551006691029864
leaf_weight=0.0011808371791907383 0.0010537252110945257 0.0011130754980785574 0.0010887795208448631 0.0010217509813679766 0.0014885212420383065 0.001671030930968227
leaf_count=1060 503 223 287 226 249 1362
internal_value=0 0.00127582 0.00366821 0.00668356 0.00345931 0.0110777
internal_weight=0 0.00743688 0.00632381 0.00527008 0.00424833 0.00275981
internal_count=3910 2850 2627 2124 1898 1649
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.03008e-05 3.30703e-05 3.45237e-05 5.11087e-05 3.43861e-05
threshold=-0.063534999999999994 -0.055679999999999993 -0.15713499999999997 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=0.0072281741285151538 -0.0075512621302157822 -0.019832641867961701 0.02812374432859753 -0.0010299399319462913 0.0014088663241661002
leaf_weight=0.0015978974775158463 0.0015034627058256428 0.0015652531512070798 0.0010678473386757025 0.0013763977184355323 0.0014852429396092449
leaf_count=1007 197 697 356 1166 487
internal_value=0 -0.00167034 0.00437247 0.0117068 -0.00949046
internal_weight=0 0.0069982 0.00394771 0.00244425 0.0030505
internal_count=3910 2903 1719 1522 1184
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=6
num_cat=0
split_feature=52 1 49 13 16
split_gain=1.01492e-05 2.24536e-05 1.8234e-05 5.53739e-05 3.23558e-05
threshold=-0.048794999999999991 0.10386500000000001 0.079765000000000016 -0.10939499999999998 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0024814763035421934 0.013774376302388678 0.015334180098880794 0.0095583330401108526 -0.0013986095834438086 -0.020745848740171755
leaf_weight=0.0017406563299382381 0.0011565961991487606 0.001191785097976273 0.0010272925305264066 0.0016561818726864431 0.0018080671127555775
leaf_count=817 197 373 469 352 1702
internal_value=0 0.00475905 -0.00249209 -0.0051711 -0.0114964
internal_weight=0 0.00293244 0.00564814 0.00462085 0.00346425
internal_count=3910 1190 2720 2251 2054
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=2.55664e-05 3.39209e-05 3.81856e-05 4.96359e-05 8.82141e-05 6.85885e-05 4.37522e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.091624999999999984 0.15100500000000003
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=-0.00029680364212109083 -0.00027607682165381757 0.000338191594611572 -0.00037204771225005068 -0.00043436778672083118 0.00063115988079875506 0.00036416786588982022 -0.00012363022872388199
leaf_weight=0.0010222377181124927 0.0014940327806833714 0.0011924885864178008 0.0010121739076123194 0.0010469516000561636 0.0010671771206207242 0.0016236608578202834 0.0012520865074859095
leaf_count=633 519 298 576 335 156 1041 352
internal_value=0 3.10214e-05 -1.78437e-05 3.74495e-05 0.000131323 -4.65819e-06 0.000151783
internal_weight=0 0.00868857 0.00749608 0.00648391 0.00498988 0.0039227 0.00287575
internal_count=3910 3277 2979 2403 1884 1728 1393
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=7
num_cat=0
split_feature=51 16 43 15 15 3
split_gain=9.18441e-06 2.13807e-05 5.05023e-05 3.07155e-05 2.99147e-05 1.17236e-05
threshold=-0.09021499999999999 0.20277000000000003 -0.089949999999999988 -0.0089749999999999986 -0.09547499999999999 0.092005000000000017
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=0.007992815863605297 -0.022011481158299127 0.012158951131223348 0.0080088787387793403 0.012071961888722825 -0.017716110677764088 -0.006254333656973728
leaf_weight=0.0012272871520305154 0.0011962969501297461 0.0010105416028842618 0.0013579353116930943 0.0016446183911459182 0.0011497538451975412 0.0010011099632559681
leaf_count=515 544 228 468 1345 644 166
internal_value=0 -0.00135135 -0.00350148 0.000795369 -0.00449011 0.00195599
internal_weight=0 0.00736026 0.00634971 0.00515342 0.0035088 0.00235905
internal_count=3910 3395 3167 2623 1278 634
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=7
num_cat=0
split_feature=43 4 1 15 3 3
split_gain=1.03694e-05 2.91438e-05 2.52198e-05 3.31281e-05 3.12005e-05 3.59602e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 -0.075954999999999981 0.11265500000000002
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=0.0086426115286248779 -0.016410218656366948 -0.011624113383293872 -0.01499524019720927 0.018442174008237808 0.014468741957966389 -0.0089583981978559307
leaf_weight=0.0011911744204325609 0.0011021720392157775 0.001229405061546127 0.0010472560146091579 0.0012535626506206057 0.0016719428838257709 0.0010774559286287353
leaf_count=261 278 1794 327 613 435 202
internal_value=0 -0.00141218 0.00122021 0.00434698 -0.000306908 0.00528793
internal_weight=0 0.00738179 0.00627962 0.00505022 0.00379665 0.0027494
internal_count=3910 3649 3371 1577 964 637
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=7
num_cat=0
split_feature=4 42 15 160 0 16
split_gain=1.12745e-05 2.44061e-05 3.78638e-05 3.92789e-05 3.82784e-05 4.25629e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 -0.14733499999999997 0.0063350000000000012
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=0.022563732322218723 0.0074582747819140153 -0.013130430899519483 -0.01554429813032452 -0.015998046804979602 0.019697552675149971 -0.0074560180013773722
leaf_weight=0.001026621820658906 0.001633930130766 0.001486760668308754 0.0010686257011200224 0.0010155533453269304 0.0012615227724178289 0.001064278614657344
leaf_count=465 426 1266 842 120 480 311
internal_value=0 -0.00177683 0.00132806 0.00545589 0.000199548 0.00727217
internal_weight=0 0.00692336 0.0054366 0.00436798 0.00334135 0.0023258
internal_count=3910 3484 2218 1376 911 791
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=6
num_cat=0
split_feature=49 15 16 2 0
split_gain=9.52267e-06 2.57552e-05 2.03142e-05 2.12972e-05 2.51756e-05
threshold=-0.029304999999999998 -0.052074999999999989 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01530458933386095 -0.015039769911078733 -0.0062952973638125314 -0.004370762543599074 -0.0082376810948368625 0.012762422919648462
leaf_weight=0.0012290956380879188 0.0010041640357653023 0.0010021134737363208 0.0015544080186305135 0.0018358276343647395 0.0019132864105667609
leaf_count=246 261 313 1972 699 419
internal_value=0 0.00560333 -0.00199774 0.000471622 0.0050824
internal_weight=0 0.00223121 0.00630769 0.00530352 0.00346769
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=7
num_cat=0
split_feature=4 12 52 16 15 12
split_gain=1.85878e-05 3.52075e-05 3.29293e-05 5.87153e-05 5.02972e-05 3.04888e-05
threshold=0.17888000000000001 0.097510000000000013 0.10062000000000001 0.081265000000000018 -0.0071449999999999994 0.096210000000000004
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=-0.00015291756826300932 -2.3815894825069854e-05 -0.0003940793849822816 0.00031574034347119686 -0.00043783310925612319 0.0003410529196936337 0.00040025926208539953
leaf_weight=0.0017680997183357285 0.0017696310026854688 0.0010152890293186672 0.0010494217484526428 0.0012142034978298737 0.0014362787793668246 0.0010318606623773915
leaf_count=764 486 568 473 470 1040 109
internal_value=0 -5.87517e-05 3.51131e-06 -7.06437e-05 6.84918e-05 0.000132382
internal_weight=0 0.00648329 0.005468 0.00441858 0.00320438 0.00280149
internal_count=3910 3315 2747 2274 1804 595
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=6
num_cat=0
split_feature=4 151 4 13 47
split_gain=2.63375e-05 2.46738e-05 4.23682e-05 4.26255e-05 2.55439e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.0016149999999999999 0.092255000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00017638614785098268 0.00021009946117822763 0.00024561806682825242 -0.0004548301385159076 -0.00018661318951084687 -5.9219907883925634e-05
leaf_weight=0.0014345072038738551 0.0017780070179974064 0.0017717204937949186 0.0015814340689631913 0.0017374002999811775 0.0010402655334430958
leaf_count=558 426 1479 631 635 181
internal_value=0 -5.51088e-05 -0.000109275 3.16161e-05 -0.000297856
internal_weight=0 0.00756533 0.00613082 0.00350912 0.0026217
internal_count=3910 3484 2926 2114 812
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=7
num_cat=0
split_feature=11 13 39 0 2 49
split_gain=2.72959e-05 3.69829e-05 2.95431e-05 9.59672e-05 3.50896e-05 4.2844e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.04682999999999999
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=0.00027492142977103313 -0.0002998290347474188 -0.00016299514586687444 0.00023338477139976319 -0.00055717329662455131 -0.00025485886741653471 0.00032476942301545066
leaf_weight=0.0018764467751905736 0.0010755120226836222 0.0010594326100399599 0.0012676694031787906 0.0013294667481152846 0.0010836667547211255 0.0019982339022987087
leaf_count=534 279 183 358 328 196 2032
internal_value=0 3.14672e-05 -3.63269e-05 -9.88233e-05 4.8318e-05 0.000155767
internal_weight=0 0.00861492 0.00673847 0.0054708 0.00414133 0.00305767
internal_count=3910 3631 3097 2739 2411 2215
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=8
num_cat=0
split_feature=147 52 13 13 1 15 3
split_gain=3.46934e-05 3.42406e-05 4.72531e-05 3.68841e-05 6.01156e-05 7.95172e-05 1.82343e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.090744999999999978 -0.028919999999999998 0.089075000000000015 -0.10071499999999999 0.097615000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=7.9184164955124138e-05 0.00032342029840344669 -0.00034181202098905737 -0.00040867008069212922 0.00026122235515954264 0.00017096104598520617 -0.00052917841731438687 0.0004452511898752077
leaf_weight=0.0010857482824082967 0.0011061445146197642 0.0012775930458424215 0.0011165421415278726 0.0018297168800735387 0.0011579665170875883 0.001351641456751622 0.0010096237087825917
leaf_count=346 234 639 1167 847 153 384 140
internal_value=0 -4.49451e-05 5.28172e-06 -9.08429e-05 -9.06348e-06 -0.000206125 0.000255568
internal_weight=0 0.00882883 0.00755124 0.00545587 0.00433932 0.00250961 0.00209537
internal_count=3910 3676 3037 2551 1384 537 486
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=6
num_cat=0
split_feature=4 151 4 13 0
split_gain=1.1498e-05 2.09713e-05 3.6248e-05 2.93806e-05 2.26256e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 -0.0016149999999999999 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0095565295907645027 0.0074974592733758928 0.011938233529762705 -0.025116428142698884 -0.0071377738633719677 -0.0054848206256159207
leaf_weight=0.0013177862732532278 0.0016440818408182678 0.0016266043336147528 0.0010128801117149171 0.0016031475989964172 0.0013964621493113608
leaf_count=558 426 1479 192 635 620
internal_value=0 -0.00180109 -0.00445522 0.0024695 -0.0137379
internal_weight=0 0.00695688 0.00563909 0.00322975 0.00240934
internal_count=3910 3484 2926 2114 812
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=8
num_cat=0
split_feature=376 1 42 3 3 2 43
split_gain=2.62162e-05 4.4027e-05 3.94038e-05 6.93063e-05 7.05264e-05 5.73056e-05 2.1296e-05
threshold=0.048375000000000008 0.12864500000000004 0.092145000000000019 -0.08348499999999999 0.086245000000000016 0.10679500000000001 -0.083899999999999988
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=0.00043793814832131825 0.0002832390669538702 0.00030671656108089481 -0.00045689887634789531 -0.00057354818631299824 0.00025474391933360678 -0.0003131048938856907 5.4629824332132619e-05
leaf_weight=0.0010636084548794683 0.0010868333538562045 0.0012059531512040736 0.0010114452217880963 0.0012803531226817477 0.0014326725234123055 0.0013062359483085179 0.0011705683963106146
leaf_count=603 206 276 699 1081 194 150 701
internal_value=0 -4.02402e-05 -9.78342e-05 -3.97583e-05 -0.00019366 -1.60736e-05 0.000237109
internal_weight=0 0.00847084 0.00726488 0.00625344 0.00401926 0.00273891 0.00223418
internal_count=3910 3704 3428 2729 1425 344 1304
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=7
num_cat=0
split_feature=4 16 2 48 0 12
split_gain=1.0422e-05 2.97327e-05 4.19133e-05 3.534e-05 3.76569e-05 2.11692e-05
threshold=0.17888000000000001 -0.094359999999999986 0.106285 0.083775000000000002 -0.029849999999999998 0.095000000000000015
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=-0.016601582687768471 -0.0020245187383651051 -0.00090620610673902843 0.017656796994088949 0.011546094195978057 -0.02550136845814522 0.016495655515728371
leaf_weight=0.0011715722792020548 0.0015628926050742309 0.0016437535401429236 0.0011678019501680679 0.001038746311402708 0.0010019613417840904 0.0010199674758687438
leaf_count=455 474 1841 482 368 169 121
internal_value=0 -0.00230382 0.00114836 -0.00408404 -0.0102207 0.00528907
internal_weight=0 0.00602384 0.00485226 0.00368446 0.00264571 0.00258286
internal_count=3910 3315 2860 2378 2010 595
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=6
num_cat=0
split_feature=11 13 13 12 1
split_gain=2.69004e-05 3.11712e-05 3.02989e-05 6.0074e-05 3.45802e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 0.085945000000000008 0.096035000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00026544690356712977 -0.00029853917385599596 0.00020722332923501171 0.00024551953989475925 -0.00048424290035612621 -0.00015806600340048698
leaf_weight=0.0018045210685855963 0.0010288586109660795 0.0019601101291872479 0.001266227594913882 0.0011671912188122146 0.0020264092614294422
leaf_count=534 279 737 244 1662 454
internal_value=0 3.77603e-05 -2.6238e-05 -9.30068e-05 2.15411e-05
internal_weight=0 0.00822446 0.00641994 0.00515371 0.00398652
internal_count=3910 3631 3097 2853 1191
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=7
num_cat=0
split_feature=43 47 16 15 160 16
split_gain=1.00834e-05 2.53185e-05 4.59784e-05 3.84901e-05 4.76753e-05 1.5722e-05
threshold=-0.18906999999999999 0.10561500000000001 0.15100500000000003 -0.0071449999999999994 0.031805000000000007 -0.15168999999999996
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=0.0085074424224174227 -0.0068670746729469732 0.012888718826905628 -0.021718588781699601 0.011157978158597101 0.010034053583883425 -0.024316792184460308
leaf_weight=0.001193590767386587 0.0010345135481393611 0.0010627059151424381 0.0011671760760564752 0.001991594444032652 0.0011216129792473244 0.0010308320954797207
leaf_count=261 325 258 481 1527 332 726
internal_value=0 -0.0013966 -0.00378893 0.000252171 -0.00656309 -0.0155764
internal_weight=0 0.00740844 0.00634573 0.00517855 0.00318696 0.00206535
internal_count=3910 3649 3391 2910 1383 1051
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=7
num_cat=0
split_feature=11 13 16 12 3 4
split_gain=2.78736e-05 4.17303e-05 3.7018e-05 4.48928e-05 9.10024e-05 9.23202e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.19424999999999998 0.085465000000000013 -0.015064999999999997 0.0057500000000000008
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=0.00029163116506490959 -0.00029713514795168706 -0.00026861508195528331 0.00065275207975616005 -0.00029721420103112476 -0.00042242942034058985 0.00029276195355709499
leaf_weight=0.0019012553156637487 0.0010952788014612714 0.0019086127724359048 0.00102610569987732 0.0010940762428063733 0.0012638519655733282 0.0015388207400458733
leaf_count=534 279 342 549 1781 278 147
internal_value=0 3.46994e-05 -3.68068e-05 5.30663e-05 0.000153159 -2.97502e-05
internal_weight=0 0.00873272 0.00683147 0.00492285 0.00382878 0.00280267
internal_count=3910 3631 3097 2755 974 425
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=8
num_cat=0
split_feature=376 52 49 51 42 43 16
split_gain=5.54568e-05 5.81613e-05 5.4764e-05 6.31721e-05 4.82983e-05 7.67699e-05 0.000100512
threshold=0.048375000000000008 0.11401500000000002 -0.081419999999999979 0.083165000000000017 0.091955000000000023 -0.074904999999999985 -0.057604999999999996
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=0.00039675109342032793 0.00040113128830773239 -0.00044213617836012808 0.00052341680035497985 -0.00051341476714807707 -0.00036545448765275924 -0.00040472779203175346 0.00026983039854951689
leaf_weight=0.0011784268032679051 0.0011466192729743729 0.0012903048375908699 0.0012323448270544777 0.0010103324625993218 0.0010294667382612982 0.001604246675552807 0.0018045620356709866
leaf_count=210 206 612 795 304 501 747 535
internal_value=0 -5.631e-05 7.03258e-06 -6.17083e-05 1.87721e-05 0.000103998 -4.76288e-05
internal_weight=0 0.00914968 0.00785938 0.00668095 0.00567062 0.00464115 0.00340881
internal_count=3910 3704 3092 2882 2578 2077 1282
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=8
num_cat=0
split_feature=11 13 13 12 1 0 3
split_gain=3.24149e-05 3.04766e-05 3.69912e-05 5.66497e-05 3.27814e-05 2.08003e-05 1.13219e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 0.085945000000000008 0.096035000000000023 -0.15291499999999997 0.045635000000000002
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=0.000257457477524078 -0.00032969111240397828 0.00033559895571420308 0.00027108637058280584 -0.00047723241581502056 4.0395278464153878e-05 -0.00035175458676882306 4.1265705535272768e-05
leaf_weight=0.0018513512773208228 0.0010526708867007019 0.0010020623914243311 0.0012840104890722379 0.0011865037122037137 0.0010025981856667532 0.001080417802097632 0.0010077855829952608
leaf_count=534 279 577 244 1662 111 343 160
internal_value=0 3.52739e-05 -2.73981e-05 -9.99933e-05 9.36664e-06 -0.000163005 0.000188013
internal_weight=0 0.00841473 0.00656338 0.00527937 0.00409286 0.00208302 0.00200985
internal_count=3910 3631 3097 2853 1191 454 737
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=8
num_cat=0
split_feature=11 2 0 12 52 52 2
split_gain=3.34897e-05 3.90278e-05 4.24039e-05 6.47415e-05 2.94129e-05 4.48279e-05 6.92263e-05
threshold=0.077330000000000024 0.091985000000000011 -0.10575999999999998 0.085325000000000012 -0.048794999999999991 0.10701500000000001 0.10679500000000001
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=0.00015820111832121048 -0.00032791092255307955 0.0004062696504595803 1.284079230996074e-05 -0.00062817658612794808 0.00024356406573302746 0.00038420351595707313 -0.00046221890652431452
leaf_weight=0.001458552793707729 0.0010969855938378738 0.0013218564637165584 0.001405504618439605 0.0010645976726222546 0.0010796790607485972 0.0010813651412871208 0.0010577616448896585
leaf_count=209 279 504 684 1345 253 367 269
internal_value=0 3.61995e-05 -0.000106897 -0.000263433 0.000160009 5.88783e-05 -0.000105709
internal_weight=0 0.00846932 0.00392866 0.0024701 0.00454066 0.00321881 0.00213744
internal_count=3910 3631 2238 2029 1393 889 522
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=7
num_cat=0
split_feature=15 12 13 16 3 52
split_gain=1.17816e-05 1.89632e-05 2.0434e-05 4.83738e-05 5.1277e-05 7.05185e-05
threshold=-0.24219999999999997 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 0.090325000000000003 -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=0.0097370772590918923 -0.013329913018104794 -0.020088894702564912 0.011224441031304341 -0.022392771349323447 0.017163435036572045 0.012789683870547859
leaf_weight=0.0010795115953390012 0.0011379625166331019 0.0011749706225143903 0.0014284994882564888 0.0012520053945170614 0.0015479153349926395 0.0010453980270627625
leaf_count=317 320 262 475 887 239 1410
internal_value=0 -0.00142837 0.00067179 -0.00233092 0.00309519 -0.00638354
internal_weight=0 0.00758675 0.00644879 0.00502029 0.00384532 0.0022974
internal_count=3910 3593 3273 2798 2536 2297
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 49
split_gain=1.05893e-05 2.07435e-05 3.94257e-05 3.51223e-05 3.84638e-05 4.7068e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10131499999999999 -0.006494999999999999
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=-0.016851567608454555 0.007152301694859065 -0.012141926911292174 0.018730892747172823 0.013239180456822958 -0.023967459769748352 0.011443533026586322
leaf_weight=0.0010409441048079802 0.0016571555932420557 0.0015041735156378928 0.0010314626451255254 0.0010284443519945202 0.0010322559660050348 0.0013507995155967361
leaf_count=152 426 1266 689 216 919 242
internal_value=0 -0.00173893 0.0011145 -0.00296655 -0.00783416 -0.000871172
internal_weight=0 0.00698808 0.00548391 0.00445244 0.003424 0.00239174
internal_count=3910 3484 2218 1529 1313 394
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=7
num_cat=0
split_feature=11 13 13 12 1 15
split_gain=2.13668e-05 3.56517e-05 2.92689e-05 6.05725e-05 3.63877e-05 4.10175e-06
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 0.085945000000000008 0.096035000000000023 -0.089964999999999976
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=0.00027270250508107721 -0.00026750221652626369 0.000201316498766652 0.00022937499561382241 -0.00049530624877644404 -0.0002569035877340389 -8.1827159422131042e-05
leaf_weight=0.0018212662674323117 0.0010423240688863323 0.0019741765093497753 0.0012673457961879173 0.0011719104213784998 0.0010517236400924357 0.0010071821339013697
leaf_count=534 279 737 244 1662 248 206
internal_value=0 3.03529e-05 -3.78425e-05 -0.000102906 1.1115e-05 -0.000171259
internal_weight=0 0.0082936 0.00647234 0.00520499 0.00403308 0.00205891
internal_count=3910 3631 3097 2853 1191 454
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=7
num_cat=0
split_feature=52 13 2 150 0 52
split_gain=1.03906e-05 3.59676e-05 2.67387e-05 2.81712e-05 2.33682e-05 2.84996e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11203000000000002 0.085285000000000014 -0.10575999999999998 -0.021309999999999996
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=0.013092109197139585 -0.0086590900884542868 0.017609119657965001 -0.017518463486920606 -0.014017647663718239 0.01097985980786915 -0.010588481352344687
leaf_weight=0.0019338705278680564 0.0012022971640732088 0.0010138058770764648 0.0010038965431422662 0.0010271879113836046 0.0011577392353730636 0.0013011856495561249
leaf_count=520 647 212 381 253 692 1205
internal_value=0 0.00136056 -0.00276154 0.000530611 0.00483379 -0.000433427
internal_weight=0 0.00743769 0.00550382 0.00449992 0.00347273 0.00245892
internal_count=3910 3263 2743 2362 2109 1897
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=7
num_cat=0
split_feature=49 3 3 12 49 52
split_gain=1.11098e-05 2.27013e-05 2.00556e-05 7.01679e-05 2.39744e-05 2.11267e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.078669999999999976 0.091555000000000011 1.0000000180025095e-35 -0.015039999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.016728672373064132 0.0066591986940088225 -0.0033949721565022239 0.017852362592547286 -0.029006623393374321 -0.010719796235398552 0.00040465734671363144
leaf_weight=0.0010521840445528435 0.0011924357338748402 0.001199808917846777 0.0010661955488249588 0.0010264338872732989 0.0011003935106903518 0.0019879844347258477
leaf_count=350 1383 209 247 564 449 708
internal_value=0 0.00600727 -0.00216369 -0.00983957 0.00193583 0.00649554
internal_weight=0 0.00225199 0.00637344 0.00221887 0.00415457 0.00305418
internal_count=3910 559 3351 1947 1404 955
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=1.17536e-05 1.83575e-05 3.24372e-05 3.20371e-05 3.35477e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.095609999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0088065129761122837 0.0075712697690345958 -0.015859676111219308 0.0039553926119157579 0.015942505182049038 -0.01796217447241481
leaf_weight=0.0013170347749041165 0.0016460627040285822 0.0016985340840403691 0.0017796202738687705 0.0010187085857315072 0.0011494083718492022
leaf_count=558 426 539 1784 410 193
internal_value=0 -0.00182467 -0.00430447 0.000667215 -0.00464549
internal_weight=0 0.00696331 0.00564627 0.00394774 0.00292903
internal_count=3910 3484 2926 2387 1977
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=7
num_cat=0
split_feature=4 12 52 16 15 12
split_gain=1.13398e-05 3.18721e-05 3.03754e-05 5.50593e-05 5.41639e-05 1.75701e-05
threshold=0.17888000000000001 0.096055000000000015 0.091210000000000013 0.064860000000000015 -0.0071449999999999994 0.095000000000000015
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=-0.0072270808156812832 -0.0011342263090564069 -0.018075880015642198 0.014767093021092002 -0.022466762669944532 0.021998370644311475 0.015750497094274219
leaf_weight=0.0016113920589811209 0.0015640807729180766 0.0010675168593588021 0.001207388466217576 0.0010841424776970687 0.0010456437611335036 0.0010170324717534117
leaf_count=738 474 700 537 437 903 121
internal_value=0 -0.00240473 0.000975887 -0.00347494 0.00427424 0.00551884
internal_weight=0 0.00601608 0.00494857 0.00374118 0.00265704 0.00258111
internal_count=3910 3315 2615 2078 1641 595
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=6
num_cat=0
split_feature=11 13 13 12 1
split_gain=2.12636e-05 3.30706e-05 3.41584e-05 6.0637e-05 3.61677e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 0.085945000000000008 0.096035000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00026425695088436917 -0.00027014946687792816 0.00019764638749776716 0.00025296674893777419 -0.0005030871219544056 -0.00017632929815204084
leaf_weight=0.0017826621208038235 0.0010353916222836648 0.0019451140612194409 0.0012496365566408082 0.0011594050484290304 0.0020338527776864045
leaf_count=534 279 737 244 1662 454
internal_value=0 2.81167e-05 -3.77815e-05 -0.000108491 6.48835e-06
internal_weight=0 0.00817067 0.00638801 0.00513837 0.00397897
internal_count=3910 3631 3097 2853 1191
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=7
num_cat=0
split_feature=11 2 3 0 15 15
split_gain=1.17267e-05 3.02203e-05 2.81308e-05 2.64961e-05 2.17936e-05 2.66171e-05
threshold=1.0000000180025095e-35 0.091985000000000011 0.088060000000000013 -0.14136999999999997 -0.017214999999999998 -0.09547499999999999
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=-0.00047114067008335907 -0.010153321333773474 0.017201669029976979 -0.008750925455735109 0.01243420434342626 0.0046322989576050837 -0.022560329036750641
leaf_weight=0.0010802144892817578 0.0010093694967339886 0.0016595672573157935 0.001383659323555872 0.0010297059849650623 0.0013250853947135034 0.0011020319602869965
leaf_count=342 304 1032 156 199 1380 497
internal_value=0 0.00132049 0.00717974 0.000288094 -0.00548364 -0.0116262
internal_weight=0 0.00758026 0.00407293 0.00241337 0.00350733 0.00218225
internal_count=3910 3606 1387 355 2219 839
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=7
num_cat=0
split_feature=1 0 16 4 16 13
split_gain=1.10418e-05 2.11673e-05 2.8759e-05 5.43067e-05 4.07773e-05 3.94235e-05
threshold=0.12864500000000004 -0.23029999999999998 -0.25582999999999995 -0.0021099999999999995 -0.008069999999999999 -0.028919999999999998
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=0.010931678694288616 0.0084423769620091526 0.0076854613849503418 -0.017216611977015493 -0.024303876235081217 -0.0062050703699616907 0.021025741374107343
leaf_weight=0.0011454014852890233 0.0013055310192763717 0.0015915720016314878 0.0010051915639602083 0.0014011308965007898 0.0010780197991891397 0.0010490138682071526
leaf_count=140 331 335 1521 673 482 428
internal_value=0 -0.00154583 -0.0038792 -0.00793933 -0.000619013 0.00722466
internal_weight=0 0.00727033 0.00612493 0.00453336 0.00313223 0.00212703
internal_count=3910 3579 3439 3104 2431 910
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=7
num_cat=0
split_feature=11 2 150 3 1 3
split_gain=2.69004e-05 2.33024e-05 4.98639e-05 6.01058e-05 6.17219e-05 3.57682e-05
threshold=0.077330000000000024 0.086875000000000022 0.083435000000000023 -0.013944999999999997 0.10593500000000002 -0.077894999999999978
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=-0.00038534220933509223 -0.00030073527229806452 0.00031642713054505164 0.00045060722168907807 -0.00049792327262928541 0.0001139946628632662 5.514389900158596e-05
leaf_weight=0.0011175955156193242 0.0010645392131084378 0.0014826467314368926 0.0012538080121206564 0.0012215349009537858 0.0013170234438706339 0.001937393460770242
leaf_count=1024 279 1304 328 216 223 536
internal_value=0 3.02769e-05 0.000109199 2.74859e-06 -0.000180456 -0.000105998
internal_weight=0 0.00833 0.00527501 0.00402121 0.00253856 0.00305499
internal_count=3910 3631 2071 1743 439 1560
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=3.24685e-05 5.36582e-05 5.26451e-05 5.56716e-05 6.33432e-05 4.94287e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -0.064869999999999983
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=0.00047158582223758618 0.00032071516744599431 -0.00043745635635774737 -0.00027477003212679252 -5.8959545165268556e-05 -0.00036207274187281693 0.00042070181201431863
leaf_weight=0.0012877521214167973 0.0011030073635107185 0.0011182311781999894 0.0017661957548192045 0.0018786963533188542 0.0012713312003260263 0.0014740601811381229
leaf_count=693 206 401 1074 401 358 777
internal_value=0 -3.61666e-05 2.22774e-05 0.000111022 1.06093e-05 0.000151927
internal_weight=0 0.00879627 0.00767804 0.00591184 0.00462409 0.00335276
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=6
num_cat=0
split_feature=15 150 15 2 0
split_gain=1.11185e-05 1.62675e-05 3.5097e-05 2.58132e-05 3.85099e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.075094999999999981 0.10113500000000002 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0094917702351479949 -0.017108213060203582 0.0068857435516908212 -0.0089936873744076822 -0.010113497332940379 0.015452233971239501
leaf_weight=0.0010741267741769403 0.0015046942708190018 0.0018069738224836072 0.001025769152643657 0.0014506744869486462 0.0017332889124267452
leaf_count=317 816 487 1466 472 352
internal_value=0 -0.00138457 -0.00399975 0.000685636 0.00636367
internal_weight=0 0.0075214 0.00571443 0.00420973 0.00275906
internal_count=3910 3593 3106 2290 1818
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=7
num_cat=0
split_feature=376 4 52 1 16 16
split_gain=2.37165e-05 3.82865e-05 5.48936e-05 3.60367e-05 3.36868e-05 3.24195e-05
threshold=0.048375000000000008 -0.034289999999999994 -0.081429999999999989 0.079945000000000016 -0.110495 -0.52908499999999992
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=-4.9353787209019474e-05 0.00027810011298860983 0.00043242999827791158 -0.00016406869687211279 -0.00051499803297520548 -0.00025122630334339257 0.00028053454467951257
leaf_weight=0.0016510495939077319 0.0010286639812470194 0.0011711232081998537 0.0010718448996009599 0.0010424400066035722 0.0018025533618127912 0.0015315277589303435
leaf_count=1063 206 475 167 710 813 476
internal_value=0 -3.75997e-05 5.51134e-05 -0.000229568 -4.51797e-05 9.74852e-05
internal_weight=0 0.00827054 0.00557705 0.00269349 0.00440593 0.00260337
internal_count=3910 3704 1931 1773 1456 643
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=7
num_cat=0
split_feature=4 12 51 1 3 1
split_gain=1.08016e-05 2.61424e-05 2.39265e-05 2.84665e-05 4.81982e-05 1.49197e-05
threshold=0.17888000000000001 0.096055000000000015 -0.032189999999999989 0.094385000000000011 -0.021064999999999997 0.11235500000000002
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=-0.012133345926616241 -0.0027890142439891959 -0.016536596633047875 0.010026576377888171 0.016927066450314554 -0.017715811332643862 0.012436347088131849
leaf_weight=0.001120510546863769 0.0012001576999675779 0.001068234443766589 0.0015066207751971679 0.0012412962705084961 0.0010717130711129443 0.001387907838289039
leaf_count=532 245 700 1569 351 163 350
internal_value=0 -0.00235155 0.000715758 0.00448512 -0.00150485 0.00537593
internal_weight=0 0.00600838 0.00494014 0.00381963 0.00257833 0.00258807
internal_count=3910 3315 2615 2083 1732 595
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=6
num_cat=0
split_feature=11 2 3 150 16
split_gain=9.87844e-06 2.32408e-05 3.94574e-05 3.79882e-05 5.19332e-05
threshold=1.0000000180025095e-35 0.086875000000000022 -1.0000000180025095e-35 0.083435000000000023 -0.0083999999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.015240642046992776 -0.00933747039987564 -0.011329652895662824 0.0094624647921307346 0.021343133785068379 0.012484335161607718
leaf_weight=0.0017436286389887943 0.0010051914584450101 0.0018505905202110275 0.0010276729524736424 0.0011420408348991515 0.0018128325080608862
leaf_count=1364 304 1065 179 326 672
internal_value=0 0.00121298 -0.00608007 0.00541887 0.000454619
internal_weight=0 0.00757677 0.0027713 0.00480546 0.00366342
internal_count=3910 3606 1543 2063 1737
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=7
num_cat=0
split_feature=159 15 16 48 15 3
split_gain=2.71917e-05 4.36972e-05 4.9931e-05 4.11993e-05 4.6642e-05 5.36517e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.082070000000000018 -0.017214999999999998 -0.032959999999999996
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=-0.00030495115577907418 0.00035332831245899154 -0.00040751866634796037 -0.0004064199556347271 0.00028072597673994924 -0.00019747340251878587 0.00030406379223049858
leaf_weight=0.001045294823446734 0.0013557871362886147 0.0011375515293161982 0.0011408019844427113 0.0018938995465206648 0.0016363903049881382 0.001643798553463454
leaf_count=633 408 274 489 510 1399 197
internal_value=0 2.95363e-05 -2.93696e-05 3.87494e-05 -6.49105e-05 5.38616e-05
internal_weight=0 0.00880823 0.00745244 0.00631489 0.00442099 0.00328019
internal_count=3910 3277 2869 2595 2085 1596
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=7
num_cat=0
split_feature=4 16 160 48 52 2
split_gain=1.14715e-05 2.4424e-05 3.30831e-05 5.89629e-05 6.31241e-05 1.54295e-05
threshold=0.17888000000000001 -0.094359999999999986 -0.026849999999999995 0.086665000000000006 0.083750000000000005 0.10869000000000002
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=-0.015365044658106581 0.013395440317396682 0.015405609210538372 -0.026007136123824787 0.015541160714808334 0.0055815367791341147 -0.0020442806247068196
leaf_weight=0.0011735861976216681 0.0012716383431779646 0.0011639740216146939 0.0014484042753617173 0.0010901606481243929 0.0011231540840884041 0.0013182062313193722
leaf_count=455 281 772 1142 334 612 314
internal_value=0 -0.00242663 0.000719932 -0.0039483 -0.0122105 0.00553677
internal_weight=0 0.00599928 0.00482569 0.00366172 0.00257156 0.00258984
internal_count=3910 3315 2860 2088 1754 595
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=7
num_cat=0
split_feature=1 2 42 1 49 4
split_gain=1.00631e-05 2.31464e-05 1.83499e-05 3.46739e-05 6.04819e-05 1.78227e-05
threshold=0.076710000000000014 0.097360000000000016 0.088115000000000013 0.09112000000000002 -0.0019649999999999997 0.25367000000000006
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=-0.016611444193900048 0.014353057896272246 0.002876305975114745 0.013267972456184244 -0.022215784429683944 -0.003885709089177734 0.013570150215942198
leaf_weight=0.0010563681085971046 0.0011824919888359479 0.0014407065375318488 0.0011969463402228594 0.0013465389232104178 0.0012363995674759653 0.0011100537022388759
leaf_count=1488 406 520 626 283 368 219
internal_value=0 -0.00536784 0.00217348 -0.00055025 -0.00532227 0.00437226
internal_weight=0 0.00249707 0.00607243 0.00487548 0.00369299 0.00234645
internal_count=3910 2008 1902 1276 870 587
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=7
num_cat=0
split_feature=11 13 39 0 2 49
split_gain=2.04633e-05 2.96026e-05 2.59919e-05 9.37374e-05 4.07455e-05 4.92043e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.04682999999999999
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=0.00025307157612289532 -0.00026175308398884657 -0.00017814689568466753 0.00023117426390366664 -0.00055730113653366736 -0.00027901561773773919 0.00035491167580877018
leaf_weight=0.0017863478474954781 0.0010432863965893135 0.0010108283990017759 0.0011767766494099868 0.0012609827340896093 0.0010350014390914514 0.0019501884942576709
leaf_count=534 279 183 358 328 196 2032
internal_value=0 2.97629e-05 -3.22391e-05 -9.12041e-05 5.58774e-05 0.000172937
internal_weight=0 0.00822013 0.00643378 0.005257 0.00399602 0.00296102
internal_count=3910 3631 3097 2739 2411 2215
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=7
num_cat=0
split_feature=52 13 52 3 1 15
split_gain=1.06179e-05 3.41441e-05 4.70776e-05 2.8233e-05 5.66767e-05 2.73087e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.069909999999999986 0.096035000000000023 -0.0039399999999999991
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=0.00039728600275199986 -0.0087564593624852582 0.014070196269728523 -0.019445929484724969 0.012680061734662088 -0.017836419153746581 0.022437399583477808
leaf_weight=0.0010998816519883043 0.0011978894800592187 0.0012152125680087679 0.0014641830082317061 0.0012755627119521266 0.0011639641041963963 0.0011499434954682995
leaf_count=609 647 608 1114 249 281 402
internal_value=0 0.00139479 -0.00311801 -0.00846865 -0.00188018 0.0116626
internal_weight=0 0.00736875 0.00511892 0.00390371 0.00243953 0.00224983
internal_count=3910 3263 2252 1644 530 1011
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=7
num_cat=0
split_feature=4 151 0 13 16 2
split_gain=2.21326e-05 2.63128e-05 3.29363e-05 2.61716e-05 3.41301e-05 2.69802e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.22945500000000005 0.088055000000000008
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=0.00019009608095651735 0.0001910002952963389 -0.00041420094638658177 0.00016204626710310919 -6.34606618415433e-05 0.00014507801361285047 -0.00049559802449637117
leaf_weight=0.0014251863159652888 0.0018270623248992039 0.0010928305874228581 0.001667419303201459 0.0011159073728866122 0.0010896833870548497 0.0011060232201986176
leaf_count=556 441 199 694 868 425 727
internal_value=0 -4.96729e-05 -0.000105951 -3.82948e-05 -0.000139168 -0.000278568
internal_weight=0 0.00749705 0.00607186 0.00497903 0.00331161 0.00222193
internal_count=3910 3469 2913 2714 2020 1595
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=7
num_cat=0
split_feature=1 3 3 151 16 3
split_gain=2.98248e-05 8.4851e-05 6.31511e-05 4.06049e-05 0.000114071 3.00782e-05
threshold=0.094385000000000011 -0.115685 0.086245000000000016 -0.0060399999999999994 -0.055679999999999993 -0.0026499999999999996
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=0.00032641764108921802 -0.00021575652585956997 -0.0005266918204654313 1.5946707144430214e-05 0.00024890165513155474 -0.00021855962689531545 0.00069380934438018462
leaf_weight=0.001217790752589713 0.0011778183791464414 0.0018036215348503108 0.001518980935928027 0.0011650006940116947 0.0015163984494938392 0.0011718730583946549
leaf_count=229 291 2338 148 248 441 215
internal_value=0 -0.000116338 -0.000278616 0.000102857 0.000200246 0.00047201
internal_weight=0 0.00454039 0.0033226 0.00503109 0.00385327 0.00233687
internal_count=3910 2715 2486 1195 904 463
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=8
num_cat=0
split_feature=50 151 1 43 3 151 2
split_gain=4.18177e-05 4.37006e-05 7.28089e-05 3.72916e-05 3.26305e-05 4.05833e-05 3.72077e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.11561500000000001 0.083940000000000015 -0.12008499999999998 -0.0088999999999999982 0.093815000000000009
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=0.00036194503911398692 -0.0003792660133370241 -0.0003406155804215614 0.0004536963599863141 -0.00032957674251261247 -0.00029270886765276754 -8.6903150084690259e-05 0.00038844551215798238
leaf_weight=0.0011009655130204618 0.0010237873282845514 0.0010288388827537883 0.0016603358087040254 0.0011371005574209829 0.0013676486542584 0.0014159419466451271 0.0011450807628674957
leaf_count=237 779 216 422 261 402 1108 485
internal_value=0 3.92964e-05 8.92344e-05 -8.89354e-06 6.36065e-05 -1.99994e-05 0.000125634
internal_weight=0 0.00885591 0.00782707 0.00616674 0.00502964 0.00392867 0.00256102
internal_count=3910 3131 2915 2493 2232 1995 1593
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=7
num_cat=0
split_feature=4 13 0 4 16 2
split_gain=1.20383e-05 2.42927e-05 3.39167e-05 3.18487e-05 3.19745e-05 1.36508e-05
threshold=0.17888000000000001 -0.13934999999999997 -0.010494999999999999 -0.034289999999999994 -0.057604999999999996 0.10869000000000002
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=-0.015847178582495472 0.013059001750837271 -0.018504179375524368 0.015643116747758142 -0.011773836827311389 0.010627209642519952 -0.001444347470834266
leaf_weight=0.0011096794044399422 0.0012721901674920284 0.0010839518634106261 0.0011404875110653692 0.0010500095056300469 0.0016206845589982232 0.0013247331438300007
leaf_count=204 281 1468 288 477 878 314
internal_value=0 -0.00248824 0.000540098 -0.0040475 0.00182002 0.00566061
internal_weight=0 0.00600481 0.00489513 0.00375465 0.00267069 0.00259692
internal_count=3910 3315 3111 2823 1355 595
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=7
num_cat=0
split_feature=2 52 150 47 4 2
split_gain=1.13792e-05 4.4326e-05 3.00261e-05 3.06404e-05 4.24962e-05 2.46212e-05
threshold=0.10946500000000002 0.084240000000000023 0.085360000000000005 0.077065000000000008 -0.0086749999999999969 0.12663500000000003
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=0.001587143708575238 0.013763163702567575 -0.01743373215069878 -0.012639356408767403 -0.0057678779454487126 0.029013471759222222 -0.0062027407720705464
leaf_weight=0.0012777984087525096 0.0015053814482611173 0.001479142656229563 0.0010184736509524744 0.0012468573928895643 0.0010127047877549896 0.0010473444609581395
leaf_count=973 398 1070 271 309 520 369
internal_value=0 -0.00239295 0.00249034 0.00684646 0.0137132 0.00557146
internal_weight=0 0.00603498 0.00455583 0.00353736 0.0022905 0.00255273
internal_count=3910 3143 2073 1802 1493 767
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.07513e-05 2.02959e-05 2.8801e-05 5.76672e-05 3.55363e-05
threshold=0.12864500000000004 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.085644999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0092178253833980674 0.0083176859093328417 -0.013730664207106641 -0.013790194630375922 0.026708330434809763 0.0042995598474975779
leaf_weight=0.0019625567551542367 0.0013096260733542189 0.001147297306665556 0.0011298004533058948 0.0011314124741387036 0.0018895783923777855
leaf_count=1358 331 522 404 418 877
internal_value=0 -0.00152622 0.0007642 0.00548385 0.012692
internal_weight=0 0.00726065 0.00611335 0.00415079 0.00302099
internal_count=3910 3579 3057 1699 1295
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=6
num_cat=0
split_feature=160 12 13 4 16
split_gain=1.04972e-05 2.55316e-05 3.01831e-05 5.63466e-05 3.61143e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 -0.083514999999999992 0.0057500000000000008 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0066608284503336642 -0.012621355540140256 0.015540208331626604 -0.014656420973083374 -0.0012436649039924631 0.023924137640762025
leaf_weight=0.0018617441082793076 0.0010339460692257623 0.0017156957944504244 0.0016211309655684292 0.0013189410619430105 0.0010042736390713321
leaf_count=1218 393 590 1315 206 188
internal_value=0 0.00182829 0.00446787 -0.000348326 0.00963581
internal_weight=0 0.00669399 0.00566004 0.00394435 0.00232321
internal_count=3910 2692 2299 1709 394
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=7
num_cat=0
split_feature=11 43 2 15 15 0
split_gain=1.0564e-05 2.46362e-05 3.56656e-05 3.1202e-05 2.43442e-05 7.3731e-05
threshold=1.0000000180025095e-35 -0.044024999999999988 0.089785000000000018 -0.053579999999999996 -0.095799999999999982 -0.074014999999999984
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.021616049185488487 -0.0096564810373918081 -0.015965999934570724 -0.009808262335562418 -0.00024379888506406187 0.026258541235875295 -0.0094188715034779699
leaf_weight=0.0011285184862497458 0.001003224552035136 0.0014731926155398217 0.0010692227039258225 0.0015495126011924353 0.0011593589914198528 0.0011576289940833475
leaf_count=821 304 998 274 924 307 282
internal_value=0 0.0012667 -0.00297746 0.00896791 0.00267328 0.00843315
internal_weight=0 0.00753743 0.0048594 0.00267803 0.00338621 0.00231699
internal_count=3910 3606 1861 1745 863 589
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=7
num_cat=0
split_feature=11 4 3 42 0 16
split_gain=2.09686e-05 2.89314e-05 3.65634e-05 4.85567e-05 3.4912e-05 3.28653e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.013395000000000002 0.084100000000000022 -0.10131499999999999 -0.094359999999999986
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=0.00054456337211961775 -0.00026451929176766548 -0.00011442007875005986 -8.5296024694059953e-05 -2.0200374027122794e-05 -0.0003272910866056724 0.00031484834486815574
leaf_weight=0.001377214710901744 0.0010375373250515246 0.0018501793893820825 0.0015069319125817528 0.0010178789995244322 0.0014479786614627114 0.0010894935243815121
leaf_count=1007 279 372 234 1128 781 109
internal_value=0 3.11593e-05 0.000153993 0.000304547 -7.80789e-05 4.46742e-05
internal_weight=0 0.00828968 0.00390203 0.00239509 0.00438765 0.00293967
internal_count=3910 3631 2369 2135 1262 481
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=7
num_cat=0
split_feature=11 13 13 12 3 52
split_gain=2.18501e-05 2.51162e-05 2.80616e-05 4.87887e-05 3.68258e-05 6.77377e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 0.085945000000000008 -0.0038649999999999999 -0.070004999999999998
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=0.00023765566186951555 -0.00027319205695552212 0.00033500959034054326 0.00023716475169847172 -0.00044510392081843021 -0.00051242652431911348 0.00011540452432151267
leaf_weight=0.0017789890160169195 0.0010166058322868552 0.001015739994754088 0.0012525815656123686 0.0011538352561367027 0.001000833322217756 0.0019440930438077973
leaf_count=534 279 742 244 1662 163 286
internal_value=0 3.16796e-05 -2.58709e-05 -9.02904e-05 1.30751e-05 -9.79639e-05
internal_weight=0 0.00814607 0.00636708 0.0051145 0.00396067 0.00294493
internal_count=3910 3631 3097 2853 1191 449
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 150 3
split_gain=2.08677e-05 3.84025e-05 3.99599e-05 7.4631e-05 4.74671e-05 3.13248e-05 2.3022e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 0.084360000000000004 0.086245000000000016
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=0.0003286966020203979 0.00025889399490139071 -0.00039561807296326887 -0.00039153386506795619 -0.00052101526314723642 0.00041368018046370093 0.00024035623584912596 -2.0828763651968471e-05
leaf_weight=0.0012634162788961395 0.0010218653575071518 0.0010129354576720708 0.0010537691641912988 0.001081134171574169 0.0010681928040867702 0.0010049505466892387 0.0016567136407143223
leaf_count=320 206 401 1296 337 870 279 201
internal_value=0 -3.83731e-05 1.23925e-05 -5.57473e-05 4.94066e-05 -5.53226e-05 -0.00016495
internal_weight=0 0.00814111 0.00712818 0.00586476 0.00478363 0.00371543 0.00271048
internal_count=3910 3704 3303 2983 2646 1776 1497
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=7
num_cat=0
split_feature=159 1 42 15 1 13
split_gain=2.8006e-05 3.59384e-05 4.33042e-05 4.39092e-05 7.50383e-05 4.19793e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.106555 0.09112000000000002 -0.028919999999999998
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=-0.00030912453351616644 0.00035791568709081344 0.00034757126730729487 -0.00039868641394213977 -0.00010282528835453755 -0.00037445743193331824 0.00033266720410670103
leaf_weight=0.001046972170195744 0.0013203168888415743 0.0011854923498226385 0.0010044667462639403 0.0016194270835611761 0.0017384392605186362 0.0017934833348189994
leaf_count=633 333 298 576 732 515 823
internal_value=0 3.03963e-05 -1.98982e-05 3.88935e-05 -4.28735e-05 0.000126026
internal_weight=0 0.00866163 0.00747613 0.00647167 0.00515135 0.00341291
internal_count=3910 3277 2979 2403 2070 1555
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=7
num_cat=0
split_feature=4 151 0 13 16 2
split_gain=1.07822e-05 2.17045e-05 3.44008e-05 1.94186e-05 2.9596e-05 3.03068e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 0.22945500000000005 0.088055000000000008
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=0.0098345667951924027 0.0072408972701693847 -0.021270938360198624 0.0083592096262578904 -0.00011324355731075301 0.0086360228102329972 -0.024308347742154474
leaf_weight=0.0013102546721170663 0.0016492668269375652 0.0010003285417474151 0.0015382322148624178 0.0010326463444255355 0.0010100097612865512 0.0010382016152666515
leaf_count=558 426 201 699 868 425 733
internal_value=0 -0.00175552 -0.00445793 -0.000816835 -0.00539831 -0.0122432
internal_weight=0 0.00692967 0.00561942 0.00461909 0.00308086 0.00207085
internal_count=3910 3484 2926 2725 2026 1601
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=7
num_cat=0
split_feature=42 160 160 0 0 47
split_gain=9.40784e-06 3.21666e-05 2.77903e-05 3.02436e-05 4.65533e-05 4.15452e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.0059850000000000016 -0.089879999999999974 0.077065000000000008
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=-0.0083478870519953022 -0.011092308436031491 0.016931918112471349 -0.009994141667882853 -0.0053881349028366858 0.027846134336989938 -0.010662937254415885
leaf_weight=0.001172160027162303 0.0016331788098726636 0.0011585817661198808 0.0010395173189016197 0.0012338285292509219 0.0012966033281403698 0.0010311801483585295
leaf_count=1060 1040 334 332 205 812 127
internal_value=0 0.00129505 0.00480751 0.00806724 0.0128291 0.00393723
internal_weight=0 0.00739289 0.00575971 0.00472019 0.00348637 0.00218976
internal_count=3910 2850 1810 1478 1273 461
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=8
num_cat=0
split_feature=159 15 4 12 16 1 43
split_gain=2.72494e-05 4.62208e-05 4.77707e-05 6.05968e-05 5.27911e-05 2.29457e-05 1.87389e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 -0.072359999999999994 0.090540000000000023 -0.074254999999999988
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=-0.00030651646974145537 0.00037187413888304472 0.00061460732779773273 -0.00031113976685535628 1.0523909477246402e-05 -0.00014267484168256603 0.00027020587776977872 -0.00033933434728479912
leaf_weight=0.0010051916918660036 0.001321284217096633 0.0010001424017339606 0.0017288141056076654 0.0011212440448613451 0.0010239425166546799 0.0010463087668112041 0.0012390238864652598
leaf_count=633 408 146 341 828 158 245 1151
internal_value=0 3.49176e-05 -2.72679e-05 6.31008e-05 0.000244699 6.59958e-05 -0.000173134
internal_weight=0 0.00848076 0.00715948 0.00543066 0.00307039 0.00207025 0.00236027
internal_count=3910 3277 2869 2528 549 403 1979
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=7
num_cat=0
split_feature=15 52 16 15 3 150
split_gain=9.83392e-06 1.83277e-05 5.18344e-05 4.52852e-05 4.43232e-05 4.13509e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26364000000000004 -0.0071449999999999994 -0.069909999999999986 0.077110000000000012
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=0.0089210422678725285 -0.019102478253878525 0.010454337202991744 -0.024008961770538243 -0.0021565344350872174 0.024487603950163653 0.0051658159081531879
leaf_weight=0.0010753286352208503 0.0015484794039488424 0.0011260046865550254 0.0010228857124344407 0.0013296975678712898 0.0011770010201769287 0.0012845572862185258
leaf_count=317 765 588 446 1167 242 385
internal_value=0 -0.0013055 -0.00338666 0.000563771 0.010354 -0.00809873
internal_weight=0 0.00748863 0.00636262 0.00533974 0.0025067 0.00283304
internal_count=3910 3593 3005 2559 1409 1150
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=7
num_cat=0
split_feature=159 1 151 12 2 1
split_gain=3.53593e-05 3.12856e-05 3.21331e-05 5.07482e-05 5.28203e-05 3.92338e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.0088999999999999982 0.080120000000000011 0.097360000000000016 0.095155000000000017
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=-0.00035072873614415477 -0.00027130989721132413 0.00024934443832664178 4.4399024115237029e-05 -0.00044589717041902747 0.00012651954771405178 0.00053755255691249817
leaf_weight=0.0010271691600903582 0.0016139469446438369 0.0019972237049167632 0.0015843332535184691 0.0012173958678704752 0.0012625385488917837 0.0010192481928692474
leaf_count=633 533 491 262 1395 441 155
internal_value=0 3.39589e-05 -3.02704e-05 4.62563e-05 -0.000154479 0.000237458
internal_weight=0 0.00869469 0.00669746 0.00508352 0.00247993 0.00260358
internal_count=3910 3277 2786 2253 1836 417
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=8
num_cat=0
split_feature=11 49 1 43 2 0 4
split_gain=2.5895e-05 1.98593e-05 3.21595e-05 6.37885e-05 4.30493e-05 3.16108e-05 4.0932e-05
threshold=0.077330000000000024 0.089635000000000006 0.12090000000000002 -0.083684999999999996 0.11165000000000001 -0.068484999999999976 -0.0010999999999999996
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=0.00043099743767726966 -0.00029649617451966303 0.00028227433264445945 -0.00028028092377922336 0.00025904467559091101 0.00028551313309591622 -0.00043010133698670667 -0.00027323706746443488
leaf_weight=0.0013548936113389302 0.0010327742839623061 0.0010683168843002586 0.0013230754842199844 0.0010277449703179082 0.0010818225750740366 0.0011375308554680938 0.001208661237524888
leaf_count=684 279 596 317 1197 227 231 379
internal_value=0 3.29531e-05 -4.38415e-06 5.84371e-05 -5.48499e-05 -0.000163984 -2.86259e-05
internal_weight=0 0.00820205 0.00713373 0.00581065 0.00445576 0.00337394 0.00223641
internal_count=3910 3631 3035 2718 2034 1807 1576
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=6
num_cat=0
split_feature=1 4 0 15 52
split_gain=1.04585e-05 3.49233e-05 1.62502e-05 5.26911e-05 4.05806e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.10575999999999998 -0.03231499999999999 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.0043580272504225737 -0.0065285554031592726 -0.019719058570235565 0.0078864141234420149 -0.020197483335795588 0.016050624411798647
leaf_weight=0.0014738020058845704 0.0013341872786250112 0.0010189285919103988 0.0016574203825252803 0.0011191938429014007 0.0019731929051001397
leaf_count=422 236 1586 582 748 336
internal_value=0 -0.00548372 0.00220692 -0.0034336 0.00694225
internal_weight=0 0.00249273 0.00608399 0.00277661 0.00330738
internal_count=3910 2008 1902 1330 572
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 2
split_gain=1.06577e-05 2.97764e-05 2.93781e-05 2.52264e-05 5.25672e-05 3.59138e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.06402999999999999 0.089910000000000004 0.11230000000000001
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=0.0088005333325750276 -0.016638564842208405 -0.012673375548381001 -0.013820545301314087 0.017975720217001442 0.024042172426810619 -0.00046422571619436881
leaf_weight=0.0011795422186997358 0.0010969601929833768 0.0012257232958435239 0.0015093890941126 0.0011003706302547727 0.001036502629635777 0.0014135210412800584
leaf_count=261 278 1794 832 282 183 280
internal_value=0 -0.00143623 0.00121691 0.00458181 0.000859471 0.00990341
internal_weight=0 0.00738247 0.00628551 0.00505978 0.00395941 0.00245002
internal_count=3910 3649 3371 1577 1295 463
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=7
num_cat=0
split_feature=11 16 3 47 2 52
split_gain=1.07595e-05 2.59897e-05 2.86705e-05 3.24914e-05 3.60632e-05 4.9419e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.10488500000000002 -0.069134999999999988
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=-0.012212499497663915 -0.0097483927826464891 0.018137059007404151 -0.0043311222210411912 -0.015285699787672746 -0.0087354571078689103 0.022525666947133711
leaf_weight=0.001201584290865039 0.001003883308030265 0.0011469101932899154 0.0011937043851245233 0.0010247402303459555 0.0013655298451173059 0.0016082212444833324
leaf_count=371 304 187 531 316 532 1669
internal_value=0 0.0012719 0.00382788 0.000667112 0.00458977 0.0110839
internal_weight=0 0.00754069 0.00633911 0.0051922 0.00416746 0.00280193
internal_count=3910 3606 3235 3048 2732 2200
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=7
num_cat=0
split_feature=2 52 150 47 4 0
split_gain=9.82138e-06 4.10064e-05 2.82255e-05 2.42695e-05 2.65183e-05 1.95078e-05
threshold=0.10946500000000002 0.084240000000000023 0.085360000000000005 0.077065000000000008 -0.011209999999999999 -0.13506999999999997
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=0.0027980814077423139 -0.0020618134045886144 -0.016769741937554251 -0.012279370201629629 -0.0045326096248897467 0.024462314644146017 0.015772515485354601
leaf_weight=0.0012169960051811157 0.0015088705332868277 0.0014651610879832392 0.0010068736784974849 0.0012412051865165357 0.0010546582152901273 0.0010333882345985737
leaf_count=937 208 1070 271 309 556 559
internal_value=0 -0.00223152 0.00248133 0.00671212 0.0128561 0.00518756
internal_weight=0 0.00598489 0.00451973 0.00351286 0.00227165 0.00254226
internal_count=3910 3143 2073 1802 1493 767
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=6
num_cat=0
split_feature=15 42 13 4 4
split_gain=1.07005e-05 2.80672e-05 3.20634e-05 4.57032e-05 6.04855e-05
threshold=0.079360000000000014 0.078965000000000021 -0.0064299999999999991 0.40812500000000007 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.017782323576397165 -0.0095801893434752598 -0.0088912587946562618 -0.0069811326387811306 -0.01750863759236574 0.02142141247778033
leaf_weight=0.0014425609836732616 0.0010286743464731265 0.0019862343236019854 0.0015556727382086419 0.0010524488686654218 0.0014473744413180242
leaf_count=460 1436 1167 505 138 204
internal_value=0 0.00129731 0.00497805 0.0004235 0.006708
internal_weight=0 0.00748429 0.00549806 0.0040555 0.00300305
internal_count=3910 2474 1307 847 709
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=7
num_cat=0
split_feature=11 4 15 48 3 42
split_gain=2.25698e-05 2.65635e-05 3.50162e-05 4.14124e-05 2.96702e-05 5.54985e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.089594999999999994 0.086665000000000006 0.013395000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00053715653755727441 -0.00027372918594758167 -0.00012645362246002534 -0.00026591681527661412 0.00039082221086936692 -6.9352943217278122e-05 -6.0736353224209108e-05
leaf_weight=0.0013957803485508714 0.0010541163413824812 0.0014672466446339627 0.0019966055328044991 0.0010009874331647814 0.0014949983963504221 0.0010428556483909456
leaf_count=1007 279 480 578 204 234 1128
internal_value=0 3.06567e-05 -7.28495e-05 8.33266e-05 0.000148141 0.000281474
internal_weight=0 0.00839847 0.00446484 0.00246823 0.00393363 0.00243864
internal_count=3910 3631 1262 684 2369 2135
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=6
num_cat=0
split_feature=4 42 15 160 52
split_gain=1.15536e-05 1.90365e-05 3.61163e-05 3.13596e-05 3.60253e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.020436426174276448 0.0075242816720916574 -0.011843883840835316 -0.015577495611584162 -0.012166194492743634 0.0090129152146627822
leaf_weight=0.0010092634686871926 0.0016399699220905912 0.001484503932416217 0.0010621792064037456 0.0013638578559950986 0.001953517335896859
leaf_count=465 426 1266 842 587 324
internal_value=0 -0.00181698 0.000945212 0.0050015 0.000305641
internal_weight=0 0.00687332 0.00538882 0.00432664 0.00331738
internal_count=3910 3484 2218 1376 911
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=7
num_cat=0
split_feature=159 1 151 2 16 1
split_gain=2.89978e-05 3.21344e-05 3.58152e-05 4.81713e-05 4.70127e-05 3.17034e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.0088999999999999982 0.086875000000000022 0.15100500000000003 0.088010000000000019
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=-0.00031640820717591603 -0.0002612160946427789 0.0003358711269732808 -0.00018454492460952263 0.00011938011755413122 -9.6452529106341183e-05 0.00058155735323018026
leaf_weight=0.0010158595530589893 0.0017238964238641928 0.0011699859304739454 0.0019737279524939416 0.0010677590766341497 0.0013349953161020918 0.001225590716772966
leaf_count=633 584 298 1043 774 384 194
internal_value=0 3.41186e-05 -1.40724e-05 6.19798e-05 0.000196083 0.000366373
internal_weight=0 0.00849596 0.00732597 0.00560207 0.00362835 0.00229335
internal_count=3910 3277 2979 2395 1352 968
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=6
num_cat=0
split_feature=43 52 16 2 43
split_gain=1.01766e-05 2.39122e-05 4.28117e-05 2.33722e-05 2.31186e-05
threshold=-0.049504999999999987 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0029723992665499181 -0.014406748424957004 -0.016194194501164418 0.018090434406623345 0.001855761415930879 0.014549651193279656
leaf_weight=0.0017454842934587129 0.0013067725783145034 0.0011544524542815436 0.0010928293446196605 0.0018948062974837336 0.0013242832442564288
leaf_count=655 427 857 228 574 1169
internal_value=0 -0.0026126 0.00110829 -0.00497797 0.00458653
internal_weight=0 0.00544886 0.00414209 0.00304926 0.00306977
internal_count=3910 2086 1659 1431 1824
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=6
num_cat=0
split_feature=52 13 1 16 1
split_gain=1.03078e-05 2.64455e-05 2.56092e-05 1.87439e-05 3.92995e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.094359999999999986 0.088010000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011557453077801479 -0.008608225954616933 -0.008657651230595852 -0.012157545807473779 -0.0040823905696593145 0.020547410273912412
leaf_weight=0.0018958937176030248 0.0011994724571986028 0.0010582788607363439 0.0017405016839501042 0.0014246595735647476 0.0011881007187827988
leaf_count=520 647 353 349 1448 593
internal_value=0 0.00139387 -0.00216686 0.00256989 0.00711752
internal_weight=0 0.00730743 0.00541154 0.00367104 0.00261276
internal_count=3910 3263 2743 2394 2041
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=6
num_cat=0
split_feature=4 151 4 47 13
split_gain=1.1231e-05 1.80929e-05 3.50208e-05 3.76194e-05 2.18481e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 0.09023500000000001 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0088259543832272021 0.0074244457771726283 0.010840974811638104 -0.024983122613393041 0.0003095806378166407 -0.0057233108615818394
leaf_weight=0.0013005687607855207 0.0016382415501075441 0.0015954228779193813 0.0012926664707492617 0.0010788492296069647 0.0015897204946104752
leaf_count=558 426 1479 619 193 635
internal_value=0 -0.00179148 -0.00427656 -0.013477 0.00257366
internal_weight=0 0.00685723 0.00555666 0.00237152 0.00318514
internal_count=3910 3484 2926 812 2114
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=7
num_cat=0
split_feature=3 1 3 0 151 1
split_gain=1.63875e-05 2.78576e-05 4.70213e-05 8.85453e-05 4.66119e-05 6.64714e-05
threshold=-0.15464999999999998 0.094385000000000011 0.086245000000000016 -0.072559999999999986 -0.0060399999999999994 0.11986000000000001
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=0.00022326340926009542 -0.0007435525854077149 -0.00029641363952844787 0.00011602321883964254 2.9206835078448968e-05 0.00044553313408573629 -0.00010646893042799642
leaf_weight=0.0010658326707292916 0.0010777745103449708 0.0010197170075265439 0.0014551629854328697 0.0012102169608928679 0.0017579578247548132 0.0016039477946043928
leaf_count=259 2043 265 148 417 425 353
internal_value=0 -3.53244e-05 -0.000159545 -0.000334807 7.07957e-05 0.000182176
internal_weight=0 0.00812478 0.00374315 0.00228799 0.00438162 0.00336191
internal_count=3910 3651 2608 2460 1043 778
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=7
num_cat=0
split_feature=11 48 2 12 4 13
split_gain=1.66827e-05 2.09368e-05 5.13257e-05 4.59753e-05 7.81877e-05 3.61871e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.098595000000000016 0.055260000000000011 -0.00059999999999999995
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=0.00036903757456557856 -0.00023934167529708749 0.00026345136945830536 0.00035676617338891776 -0.00046843672028109104 -0.00044616976392461736 -3.6656742193985289e-05
leaf_weight=0.0014998068211186425 0.001006194115275587 0.0012341146582070311 0.0011851984966158181 0.0010219052727054069 0.0011715926253918446 0.001937063762479976
leaf_count=1671 279 339 471 317 374 459
internal_value=0 2.84507e-05 -1.41015e-05 -9.21696e-05 -8.73406e-06 0.000140383
internal_weight=0 0.00804968 0.00681557 0.00563037 0.00460846 0.00343687
internal_count=3910 3631 3292 2821 2504 2130
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=8
num_cat=0
split_feature=11 48 2 2 15 15 12
split_gain=2.35803e-05 3.06902e-05 7.37239e-05 6.57425e-05 5.35746e-05 5.28984e-05 4.83706e-05
threshold=0.077330000000000024 0.088875000000000023 0.11260500000000001 0.10113500000000002 -0.017214999999999998 -0.09547499999999999 0.083325000000000024
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=6.6983853591304904e-05 -0.00027189473968169253 0.00025407435610573737 0.00041409827618956732 -0.00057407233314707201 0.00046489339559356514 -0.00053682035535053462 -0.00011263652681129863
leaf_weight=0.0011107398401963863 0.001081484440741653 0.0019159209104847464 0.0011939243329313993 0.0010149350764113215 0.0011847267489256544 0.0011206641680065071 0.0010532420931043884
leaf_count=280 279 523 432 256 235 523 1382
internal_value=0 3.53132e-05 -2.74473e-05 -0.000123571 -2.12682e-05 -0.000236261 0.000193094
internal_weight=0 0.00859415 0.00667823 0.00548431 0.00446937 0.0022314 0.00223797
internal_count=3910 3631 3108 2676 2420 803 1617
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 48
split_gain=1.17289e-05 3.35368e-05 3.36591e-05 3.27384e-05 4.86922e-05 3.40516e-05
threshold=-0.18906999999999999 -0.23071499999999998 1.0000000180025095e-35 -0.06402999999999999 0.089910000000000004 0.091875000000000012
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=0.0092561407445926908 -0.01606977739724683 -0.014683000702400384 -0.013336273244762376 0.020620620391182013 0.019829116677880187 -0.0040179771058468068
leaf_weight=0.0011755778754629345 0.0013006038913944817 0.001046150249106005 0.0015004251119167286 0.0010623449050674314 0.0013896013675957259 0.0010521508675332926
leaf_count=261 293 1782 832 279 322 141
internal_value=0 -0.00150149 0.00162999 0.00504008 0.000841406 0.00955341
internal_weight=0 0.00735128 0.00605067 0.00500452 0.00394218 0.00244175
internal_count=3910 3649 3356 1574 1295 463
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=6
num_cat=0
split_feature=160 49 52 4 16
split_gain=1.06882e-05 2.49153e-05 2.9264e-05 6.35835e-05 2.78347e-05
threshold=-1.0000000180025095e-35 -0.081419999999999979 0.071660000000000015 0.05309500000000001 -0.46853499999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0067428928989162334 0.015457884719888584 -0.021911066613962749 0.0095088460588715271 -0.0059864424138287332 0.016392871373802895
leaf_weight=0.0018487820906178919 0.0011195386449392416 0.0014969990150629667 0.0018161770992425048 0.0011595620602025932 0.0010673252625411
leaf_count=1218 224 1094 814 237 323
internal_value=0 0.00185138 -0.000898225 -0.00597386 0.00473974
internal_weight=0 0.0066596 0.00554006 0.00372389 0.00222689
internal_count=3910 2692 2468 1654 560
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=8
num_cat=0
split_feature=47 43 16 12 15 15 1
split_gain=3.31994e-05 5.26046e-05 8.477e-05 4.13239e-05 5.83304e-05 2.70326e-05 2.63343e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.080120000000000011 -0.015439999999999997 -0.10071499999999999 0.083370000000000014
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=0.00045050162966133215 -0.00033790344120131156 0.0002197516323098593 -0.00044755260165114415 -0.00034809021282158767 0.00055355317325578182 -0.00018030332224355317 8.0515320795302429e-05
leaf_weight=0.0010487934077689203 0.0010029896424884411 0.0014349918442559525 0.0014315257233801304 0.0010902552622366151 0.0012493205350515889 0.0011861999664651793 0.0011145902419366918
leaf_count=248 179 350 504 1561 197 247 624
internal_value=0 3.9163e-05 -1.83055e-05 8.28372e-05 0.000204891 3.87099e-05 -0.000131422
internal_weight=0 0.00855568 0.00750688 0.00607536 0.00387051 0.00262119 0.00220485
internal_count=3910 3731 3483 2979 794 597 2185
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=7
num_cat=0
split_feature=147 151 48 16 51 4
split_gain=2.95692e-05 3.51926e-05 5.86834e-05 5.7681e-05 5.05438e-05 4.88214e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 0.091555000000000011 -0.25582999999999995 -0.058534999999999997 -0.060264999999999992
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=-0.0003332093119878925 0.00031412637119395493 0.00032152177542675055 0.00034609089573349108 0.00012387893967603572 -0.0001053907560100622 -0.00060520101192920576
leaf_weight=0.0013233706981341416 0.001018863020686339 0.0011063553853954758 0.0015986456571628954 0.0014474865506806257 0.0017440631831160517 0.0013201117946226215
leaf_count=468 234 348 334 551 1341 634
internal_value=0 -3.92731e-05 1.46281e-05 -7.96919e-05 -0.000178078 -0.00032072
internal_weight=0 0.00854003 0.00721666 0.00561802 0.00451166 0.00306417
internal_count=3910 3676 3208 2874 2526 1975
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=8
num_cat=0
split_feature=50 15 51 13 2 12 0
split_gain=5.65652e-05 4.70987e-05 6.21771e-05 3.41056e-05 5.99289e-05 6.69548e-05 5.76135e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.077145000000000005 0.11596500000000001 0.10393500000000001 0.092150000000000024 -0.10131499999999999
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=0.00039056549831994076 -0.00043898809615711538 0.00016354871972547826 0.00039570054543591434 0.00019577847213307821 -0.00050003110175300864 0.00039863405753811466 -0.0004382982181795964
leaf_weight=0.0013366026365535045 0.0010071498192080934 0.0010250315608997303 0.0012226579706219208 0.0012969135976530566 0.0014310252821350278 0.001022752459333455 0.0015158766309518032
leaf_count=401 779 184 281 167 493 438 1167
internal_value=0 5.14219e-05 -8.9034e-06 -8.75308e-05 -0.000161095 -2.4991e-05 -0.000195506
internal_weight=0 0.00885086 0.00751426 0.0062916 0.00499469 0.00356366 0.00254091
internal_count=3910 3131 2730 2449 2282 1789 1351
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=7
num_cat=0
split_feature=52 52 12 0 0 16
split_gain=1.03185e-05 2.84258e-05 2.57464e-05 2.36513e-05 3.89484e-05 3.39926e-05
threshold=-0.048794999999999991 -0.088354999999999989 0.10058500000000002 -0.10462499999999998 -0.17106499999999999 -0.055679999999999993
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=-0.0029944590679113073 0.0063139892165315478 0.01729577825033736 -0.015877493180613347 0.020817503235160836 -0.020498632842773309 -0.0034439311540673031
leaf_weight=0.0017940953584592387 0.0011249281759275324 0.0011224295596869256 0.0011478956299012313 0.0010868403738510824 0.0010450708767649535 0.0012322748642558507
leaf_count=849 181 341 379 1221 297 642
internal_value=0 0.00481427 -0.00251268 0.000904787 -0.00659896 0.00792605
internal_weight=0 0.00291652 0.00563701 0.00448911 0.00217 0.00231912
internal_count=3910 1190 2720 2341 478 1863
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=8
num_cat=0
split_feature=50 133 16 52 48 49 16
split_gain=4.00291e-05 5.69071e-05 6.6141e-05 7.04206e-05 4.69091e-05 4.91299e-05 3.73174e-05
threshold=1.0000000180025095e-35 0.088055000000000008 0.0015250000000000001 -0.07125999999999999 0.085875000000000021 -0.029304999999999998 -0.084184999999999996
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=0.00045028735378123554 -0.00037709929895528613 -0.00040612968567299329 8.662781598352517e-05 0.00072506141277555889 -0.00029895629108483805 -0.00027394639047928645 0.0002140232293042057
leaf_weight=0.0010326063952358082 0.0010136735686362567 0.0010057487422824264 0.0017323737023068383 0.0010773212738447212 0.0017905586339429565 0.001372610374406379 0.0010739966558241739
leaf_count=200 779 696 482 222 351 596 584
internal_value=0 3.37076e-05 8.84595e-05 0.000331422 -4.10816e-05 9.16323e-05 -5.97405e-05
internal_weight=0 0.00908522 0.00807947 0.00280969 0.00526977 0.00347921 0.00244661
internal_count=3910 3131 2435 704 1731 1380 1180
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=7
num_cat=0
split_feature=151 52 13 1 1 0
split_gain=1.13454e-05 2.68173e-05 4.31495e-05 4.90994e-05 4.31906e-05 3.98762e-05
threshold=-0.084129999999999996 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.072559999999999986
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=-0.0096964759284454485 0.016346952084980985 -0.013219088404957172 -0.018917575279428969 -0.020676074006911876 0.01824768681033891 0.0084674383335752914
leaf_weight=0.0010615656554548705 0.0019214553839272423 0.001081517086217146 0.001023347507499636 0.0010342114250158478 0.0013358803749185049 0.0011068266413010921
leaf_count=423 823 620 1100 248 326 370
internal_value=0 0.00134866 0.00380209 -0.00155412 0.00415154 -0.00468847
internal_weight=0 0.00750324 0.00642172 0.00450027 0.00346605 0.00213017
internal_count=3910 3487 2867 2044 1796 1470
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=8
num_cat=0
split_feature=11 48 2 2 15 15 12
split_gain=3.05175e-05 2.81855e-05 4.04962e-05 7.205e-05 4.63484e-05 6.50889e-05 5.76218e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10113500000000002 -0.017214999999999998 -0.091024999999999981 0.080120000000000011
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=0.00010386319803757728 -0.00032219113134060651 0.00030286031356210782 0.00031400811618578881 -0.00055917208185642141 0.00054509842377918518 -0.00052619527911970708 -9.1580928815247669e-05
leaf_weight=0.0015076677379294531 0.0010411465509622261 0.0012690568537996718 0.0011936441346656924 0.0010075128227408576 0.00109763257074944 0.0010833529358087175 0.0010884800325191622
leaf_count=449 279 339 471 276 189 475 1432
internal_value=0 3.40664e-05 -1.48159e-05 -8.26677e-05 1.78286e-05 -0.000159576 0.000228092
internal_weight=0 0.00824735 0.00697829 0.00578465 0.00477713 0.00259102 0.00218611
internal_count=3910 3631 3292 2821 2545 924 1621
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=8
num_cat=0
split_feature=11 13 39 0 2 49 2
split_gain=2.83505e-05 2.77402e-05 3.43273e-05 8.35063e-05 3.68709e-05 4.57609e-05 4.03421e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.04682999999999999 0.080080000000000012
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=0.00024869209449771072 -0.00030041674196921493 -0.00018016448588982546 0.00026940473521892209 -0.00052030851456347769 -0.00026536477556154253 5.2409865784618503e-05 0.00060831224948408211
leaf_weight=0.0018543179027490373 0.0010817299592258351 0.0010187775453417143 0.0012572740634481661 0.0013142824644776282 0.0010686268232103975 0.0010049035154068308 0.0010027167499500817
leaf_count=534 279 183 358 328 196 577 1455
internal_value=0 3.65625e-05 -2.24416e-05 -9.02748e-05 4.77429e-05 0.000158302 0.000330058
internal_weight=0 0.0085209 0.00666658 0.00540931 0.00409502 0.0030264 0.00200762
internal_count=3910 3631 3097 2739 2411 2215 2032
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=7
num_cat=0
split_feature=11 43 2 4 1 43
split_gain=1.80678e-05 2.25655e-05 4.16043e-05 2.3854e-05 4.05179e-05 4.48173e-05
threshold=0.077330000000000024 -0.044024999999999988 0.093815000000000009 0.080255000000000007 0.095575000000000007 0.0033500000000000005
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=-8.7424353375735668e-06 -0.00024786668080263276 -0.00033144266411823088 0.00048378891939948013 -0.00023715908023996988 0.00036627730217269846 0.00020284534545296669
leaf_weight=0.0018280311981886683 0.0010213502481943504 0.001355735635774465 0.0010313968848293051 0.0017163873571754808 0.0010546294922284261 0.0010880232852362348
leaf_count=1185 279 801 567 372 247 459
internal_value=0 2.8929e-05 0.000168914 -4.78291e-05 4.50604e-05 -9.35641e-05
internal_weight=0 0.0080742 0.00285943 0.00521478 0.00349839 0.00244376
internal_count=3910 3631 1752 1879 1507 1260
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=7
num_cat=0
split_feature=1 12 4 0 52 2
split_gain=1.35402e-05 2.36608e-05 2.66097e-05 3.73671e-05 3.05711e-05 2.22004e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.15291499999999997 -0.087094999999999992 0.090905000000000014
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=-0.0068575460929119758 0.0093162719860682332 -0.01487838214862079 0.00552820916980262 -0.016923404660891896 0.024450784300473188 0.0039422553952540062
leaf_weight=0.0010426068009669418 0.0013140761148540897 0.0011494347459939953 0.0014388956918094449 0.0015290411100544723 0.0010428640392762948 0.0010687659783991685
leaf_count=561 331 522 204 675 1285 332
internal_value=0 -0.0017137 0.000757967 -0.00603856 0.00715307 0.0140707
internal_weight=0 0.00727161 0.00612217 0.00296794 0.00315424 0.00211163
internal_count=3910 3579 3057 879 2178 1617
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=8
num_cat=0
split_feature=11 48 2 2 15 12 1
split_gain=2.16082e-05 2.58013e-05 4.67089e-05 7.10371e-05 4.89115e-05 5.40311e-05 5.39129e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10113500000000002 -0.017214999999999998 0.080120000000000011 0.10884000000000001
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=5.7775450328295875e-05 -0.00026959662721366277 0.00028556283808035734 0.000331208458403654 -0.00056143274339881847 0.00053427900334634742 -8.2926123181500873e-05 -0.00051865621620630778
leaf_weight=0.001560088485650398 0.0010521474886584668 0.001272659933182139 0.0012178197150261054 0.0010182624429303381 0.0010898863489455792 0.0010913586660270833 0.0010394510376705043
leaf_count=721 279 339 471 276 189 1432 203
internal_value=0 2.87e-05 -1.78877e-05 -9.1199e-05 8.95634e-06 0.000225468 -0.000172716
internal_weight=0 0.00828953 0.00701687 0.00579905 0.00478078 0.00218125 0.00259954
internal_count=3910 3631 3292 2821 2545 1621 924
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=7
num_cat=0
split_feature=11 43 2 13 3 52
split_gain=2.15913e-05 2.31671e-05 4.82468e-05 2.2472e-05 4.14792e-05 5.77218e-05
threshold=0.077330000000000024 -0.044024999999999988 0.093815000000000009 -0.10939499999999998 -1.0000000180025095e-35 -0.010284999999999997
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=-2.1271720959763183e-05 -0.00027225194794021704 0.00016072545861096441 0.00050384006595578161 -0.00046410782962073431 -0.00031646273851338905 0.00024685544934083248
leaf_weight=0.001860552695324648 0.0010356225144797235 0.0014311609761610937 0.001053672039911075 0.0010288696393367771 0.0012623697883083393 0.0015680205590152207
leaf_count=1185 279 281 567 1222 201 175
internal_value=0 2.8204e-05 0.000168589 -4.91267e-05 -0.000126948 -4.38759e-06
internal_weight=0 0.00820465 0.00291422 0.00529042 0.00385926 0.00283039
internal_count=3910 3631 1752 1879 1598 376
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 52
split_gain=4.27191e-05 3.06278e-05 3.81072e-05 4.16811e-05 7.43434e-05 6.20382e-05 3.45505e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.092424999999999993 -0.080899999999999986
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=-0.00046799496022871274 -0.00032787131592627226 0.00024264180489850739 -0.00045294787604203978 -0.00049879091823150379 0.00051232419173667903 -0.00019099171013590757 0.00024940175888335558
leaf_weight=0.0010628964447952855 0.0014998190744590677 0.0011762945455573463 0.0010047496340587891 0.0010035450015173906 0.0010348949529160778 0.0011618794438488867 0.0016684075122425923
leaf_count=633 519 298 576 311 156 528 889
internal_value=0 -5.11828e-05 -9.80579e-05 -4.20678e-05 4.59744e-05 -7.99108e-05 6.8613e-05
internal_weight=0 0.00854959 0.0073733 0.00636855 0.00486873 0.00383383 0.00283029
internal_count=3910 3277 2979 2403 1884 1728 1417
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=7
num_cat=0
split_feature=49 3 12 0 1 4
split_gain=1.11744e-05 2.99491e-05 2.36634e-05 6.81011e-05 3.0704e-05 2.15698e-05
threshold=-0.029304999999999998 -0.0026499999999999996 0.051320000000000005 -0.053834999999999994 0.11198000000000001 -0.019454999999999997
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=0.017714615643363497 0.0060729037050188239 -0.0053261896296700221 0.0053205766616287002 -0.024586166348889799 0.016189401534005415 -0.014332201545619098
leaf_weight=0.0011024751237112751 0.0010714215371204427 0.0011553269241011072 0.0016360910514114577 0.0014242004773305067 0.0012218258477532259 0.0010030225271219664
leaf_count=361 192 198 2319 286 335 219
internal_value=0 0.00592454 -0.00226521 -0.00859744 0.00361371 -0.00379325
internal_weight=0 0.0022578 0.00635656 0.00306029 0.00329627 0.00207444
internal_count=3910 559 3351 2605 746 411
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=7
num_cat=0
split_feature=11 13 3 13 12 15
split_gain=1.77651e-05 2.33779e-05 3.25791e-05 4.22321e-05 6.81556e-05 2.73205e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11265500000000002 0.14810000000000004 0.085465000000000013 -0.091704999999999995
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=0.0002264270723198591 -0.00024799965786839978 0.00036928879697433619 -0.00030743478106773142 0.00036860566670661102 -0.00044403911895067442 -3.8740611696826341e-05
leaf_weight=0.001752897174817445 0.001024804919907695 0.0010243249902615608 0.0012904695790402765 0.0011675567218809345 0.0012041724124354806 0.0016426586655549475
leaf_count=534 279 335 134 239 1727 662
internal_value=0 2.60416e-05 -2.94561e-05 4.17373e-05 -5.68475e-05 0.000117974
internal_weight=0 0.00808208 0.00632918 0.00503871 0.00387116 0.00266698
internal_count=3910 3631 3097 2963 2724 997
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=8
num_cat=0
split_feature=50 12 133 16 52 49 3
split_gain=2.75912e-05 4.8962e-05 6.29206e-05 5.73821e-05 0.000106774 5.80739e-05 4.17651e-05
threshold=1.0000000180025095e-35 -0.036459999999999992 1.0000000180025095e-35 -0.013279999999999998 -0.07125999999999999 -0.029304999999999998 -0.069909999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0003255082124144187 -0.0003128029764008625 0.00029329175981641741 -0.00034570360500457725 2.5334785103198129e-05 0.00080519615572376135 -0.00045779041080007312 6.7360993498421354e-05
leaf_weight=0.0012879217219287972 0.0010115567031394402 0.0016187000447921104 0.0011070077160706708 0.0014929521771901108 0.0012319598105608406 0.0011426829445560721 0.0011871378793950186
leaf_count=437 779 195 893 443 297 664 202
internal_value=0 2.86133e-05 8.72322e-05 0.000159049 0.000377918 8.00525e-06 -0.000190205
internal_weight=0 0.00906836 0.00778044 0.00667343 0.00272491 0.00394852 0.00232982
internal_count=3910 3131 2694 1801 740 1061 866
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=7
num_cat=0
split_feature=151 4 2 0 4 4
split_gain=1.10132e-05 2.75983e-05 3.03693e-05 4.14429e-05 2.6138e-05 1.44668e-05
threshold=-0.084129999999999996 0.28937500000000005 0.10113500000000002 -0.072864999999999985 0.0057500000000000008 -0.070414999999999991
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=-0.0095900376680136332 -0.016835586477140927 0.014265217075011195 -0.002782747502219008 0.014604712297841563 0.0048239397432675961 -0.019203734921100384
leaf_weight=0.0010739044184008024 0.0010800456912835102 0.0013373087298330193 0.0010475431216068873 0.0018420729446666502 0.0011508121535617926 0.0010997469047076896
leaf_count=423 1667 375 198 418 303 526
internal_value=0 0.0012324 -0.00156958 0.00350391 -0.00566229 -0.0111929
internal_weight=0 0.00755753 0.00622022 0.00407293 0.00223086 0.00214729
internal_count=3910 3487 3112 2388 1970 724
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=7
num_cat=0
split_feature=49 15 3 12 2 15
split_gain=1.10079e-05 2.70239e-05 2.18895e-05 6.11538e-05 2.20853e-05 2.86126e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.078669999999999976 0.091555000000000011 0.10362500000000001 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.015739555681999699 0.0052263776215260337 -0.0062681740365208285 -0.0025311650995482999 -0.028151621461446633 -0.0065267214034469478 0.019265204891631957
leaf_weight=0.0012475453290315232 0.001181499518358856 0.0010093930270646319 0.0012178228907453448 0.0010252187190627514 0.0017440768126460548 0.0011915291044035604
leaf_count=249 1383 310 474 564 514 416
internal_value=0 0.00589682 -0.00223221 -0.0102807 0.00204396 0.00824809
internal_weight=0 0.00225694 0.00636015 0.00220672 0.00415343 0.00240935
internal_count=3910 559 3351 1947 1404 890
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=7
num_cat=0
split_feature=4 15 12 1 16 13
split_gain=3.03425e-05 3.83895e-05 4.46676e-05 4.0973e-05 2.18269e-05 1.81407e-05
threshold=0.17888000000000001 0.05377500000000001 0.051320000000000005 0.094485000000000013 -0.52908499999999992 -0.083514999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -4
right_child=4 -3 5 -5 -6 -7
leaf_value=-5.9286442453600242e-05 -4.9660933678026233e-05 -0.00041891195326967305 -3.9830708276636915e-05 0.00037345021255719889 0.00030147367453700239 -0.00040054782815487314
leaf_weight=0.0019427254595415998 0.0011106527069441633 0.0010546389059340475 0.0010047667752939029 0.0014836625912049047 0.0017578554644238004 0.0011489618355196793
leaf_count=296 155 1422 479 303 440 815
internal_value=0 -7.58338e-05 -1.09922e-05 0.000128093 0.000165518 -0.000232265
internal_weight=0 0.00663476 0.00558012 0.00342639 0.00286851 0.00215373
internal_count=3910 3315 1893 599 595 1294
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=6
num_cat=0
split_feature=49 2 2 3 1
split_gain=1.04792e-05 4.83597e-05 3.29564e-05 2.52651e-05 2.64867e-05
threshold=0.079765000000000016 0.114165 0.10113500000000002 -0.078669999999999976 0.089175000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0099504058133417454 0.0083122621995418058 0.018470595928102667 -0.01821373817133384 0.016143066961274582 -0.0030070498833435866
leaf_weight=0.0018990304024419022 0.0012649471251180537 0.0010371755852925449 0.0014244914183960244 0.0012190940623982981 0.0017721410726023394
leaf_count=1571 770 408 333 321 507
internal_value=0 -0.00154152 -0.00482844 -0.000929422 0.00479768
internal_weight=0 0.00735193 0.00631476 0.00489027 0.00299124
internal_count=3910 3140 2732 2399 828
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=7
num_cat=0
split_feature=4 2 13 3 12 48
split_gain=1.04912e-05 2.35428e-05 2.31055e-05 4.33169e-05 4.05878e-05 3.97389e-05
threshold=0.17888000000000001 0.10869000000000002 -0.13934999999999997 -0.115685 0.051320000000000005 0.085875000000000021
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=-0.015418223735027381 0.015017818880443415 -0.0040396057104038711 0.018875166907020909 0.012107591185011745 -0.019790756865815738 -0.012787130362217448
leaf_weight=0.0011084986446638417 0.0012619150824327609 0.0013329539995668863 0.0010227941141450446 0.001658114254772407 0.0011734392925411554 0.0010455277174013084
leaf_count=204 281 314 263 313 2320 215
internal_value=0 0.00522824 -0.00238042 0.000569122 -0.00426011 0.00248053
internal_weight=0 0.00259487 0.00600837 0.00489988 0.00387708 0.00270364
internal_count=3910 595 3315 3111 2848 528
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=6
num_cat=0
split_feature=42 160 43 2 4
split_gain=1.14783e-05 3.26513e-05 2.2795e-05 2.31078e-05 3.09289e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0092916919895702273 -0.011072545711360899 0.014801360345053964 -0.01606514501382977 0.011358937440107526 0.0053503759151079097
leaf_weight=0.0011679738904480817 0.0016414094963892439 0.0016602652853520816 0.0012441706921048046 0.0013996875176592767 0.0014725609765663008
leaf_count=1060 1040 604 700 301 205
internal_value=0 0.00137361 0.0049101 0.000920687 -0.0044572
internal_weight=0 0.00741809 0.00577668 0.00411642 0.00271673
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=8
num_cat=0
split_feature=159 1 151 2 16 1 4
split_gain=3.35381e-05 4.08505e-05 3.69562e-05 4.95833e-05 6.53232e-05 3.02964e-05 2.84789e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.0088999999999999982 0.089910000000000004 0.15100500000000003 0.089825000000000002 -0.012554999999999998
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=-0.00034196395752888765 -0.00026858296053603885 0.0003714671806174998 6.7493665298070933e-05 0.00016787765089140873 -0.00015115471811507299 0.00063251988664476261 -0.00038143207565659055
leaf_weight=0.0010208559641256025 0.0017562484246383073 0.0011878537201765972 0.0010128753758532046 0.0010297350318378851 0.0012539894137064741 0.001133336887480661 0.0011718671851596049
leaf_count=633 584 298 999 518 353 182 343
internal_value=0 3.40638e-05 -2.04052e-05 5.74022e-05 0.000204907 0.000411326 -0.000173304
internal_weight=0 0.00854591 0.00735805 0.0056018 0.00341706 0.00216307 0.00218474
internal_count=3910 3277 2979 2395 1053 700 1342
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=6
num_cat=0
split_feature=52 52 16 4 2
split_gain=1.15243e-05 2.36429e-05 2.2056e-05 3.90817e-05 3.26971e-05
threshold=-0.048794999999999991 -0.088354999999999989 -0.114825 -0.078094999999999984 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0020805637973040935 0.012444478582790935 0.016360691387340611 0.0025545178635221454 -0.021501496721350294 -0.0088019589760508325
leaf_weight=0.0018089457220628953 0.0016760551931768398 0.0011291829536070014 0.0013772989446734873 0.0013250894699349393 0.0012755975428669901
leaf_count=849 441 341 887 1089 303
internal_value=0 0.00500679 -0.00271367 -0.00924111 0.00326254
internal_weight=0 0.00293813 0.00565404 0.00270239 0.00295165
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=7
num_cat=0
split_feature=16 1 16 13 1 4
split_gain=1.00342e-05 2.61639e-05 4.21504e-05 2.73569e-05 3.95219e-05 5.34129e-06
threshold=-0.52908499999999992 0.10786000000000001 -0.072359999999999994 -0.032264999999999995 0.089175000000000018 -0.080874999999999989
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00937639744478308 -0.0069711451883510359 0.023744224702666742 -0.0017215896681009053 0.011965322068099606 -0.012236686377245879 -0.017298258387461015
leaf_weight=0.001020092221107557 0.0010032988215781693 0.0011370251947678757 0.0015172951722683624 0.0018350881087430444 0.0010670954491191764 0.0010000185519534409
leaf_count=179 329 309 358 1015 351 1369
internal_value=0 0.00118953 0.00918714 -0.00313791 0.00306656 -0.0121262
internal_weight=0 0.00755982 0.00265432 0.0049055 0.00290218 0.00200332
internal_count=3910 3731 667 3064 1366 1698
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=8
num_cat=0
split_feature=47 43 4 4 4 16 15
split_gain=2.72002e-05 5.2157e-05 4.33956e-05 3.98812e-05 7.63808e-05 3.97515e-05 2.16803e-05
threshold=0.11669500000000001 -0.18906999999999999 -0.23071499999999998 -0.0010999999999999996 0.17888000000000001 -0.0099649999999999982 -0.16430499999999995
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=0.00044771616517203422 -0.00029879625166972162 -0.00033907289301158362 2.0542495560385067e-05 -0.00037343324935450395 0.00033051579839180143 0.00054702390329091982 -4.7669075318274987e-05
leaf_weight=0.0010604698263181308 0.0010163185436725614 0.00132427282691295 0.0011966977740513905 0.0017516237738379545 0.0013429963677453719 0.0010224788554117176 0.001029587439982002
leaf_count=248 179 269 1377 660 298 659 220
internal_value=0 4.0141e-05 -1.62284e-05 5.117e-05 -6.28757e-05 0.000263117 0.000166402
internal_weight=0 0.00872813 0.00766766 0.00634338 0.00412421 0.00221918 0.00237258
internal_count=3910 3731 3483 3214 1178 2036 518
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=8
num_cat=0
split_feature=47 4 1 4 4 43 3
split_gain=1.51502e-05 4.04743e-05 5.24207e-05 2.39499e-05 4.1025e-05 2.44332e-05 1.45167e-05
threshold=0.11603500000000001 0.24280000000000004 0.11198000000000001 -0.0010999999999999996 -0.049279999999999997 -0.083254999999999982 0.076695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00015554891345383203 -0.00023056065668851405 -7.1695003254134887e-05 0.00053513337637319436 -0.00039286630070342561 0.0003583037410657864 -0.00022485541261772353 -6.4875649697766375e-05
leaf_weight=0.0010001669985897686 0.001000182102611131 0.0010242057984945691 0.0011754159155197531 0.0010366624910269429 0.0010741195757014363 0.0018496889655487583 0.00103855632576276
leaf_count=360 185 189 323 599 834 1297 123
internal_value=0 2.50586e-05 0.000252577 -5.83617e-05 3.1734e-05 -9.13512e-05 -0.000228721
internal_weight=0 0.00819882 0.00219962 0.00599919 0.00392398 0.00284986 0.00207522
internal_count=3910 3725 512 3213 2491 1657 722
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=7
num_cat=0
split_feature=42 160 42 1 15 2
split_gain=1.13769e-05 2.70643e-05 2.22344e-05 4.16533e-05 5.43215e-05 2.52559e-07
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093125000000000013 0.089455000000000021 -0.10071499999999999 0.094825000000000007
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=-0.009210623220033182 -0.0099360304415591402 0.017341444626469193 -0.0085700742863589752 0.01440232176016488 -0.013869868677154307 0.019585074442120889
leaf_weight=0.001172410056901039 0.0016430942093678376 0.0010061387708351064 0.0010482411703445658 0.0012874628938811194 0.0014394001228174242 0.0010007501812986166
leaf_count=1060 1040 472 573 203 445 117
internal_value=0 0.00138941 0.00460781 0.00752592 -0.000521418 0.0184602
internal_weight=0 0.00742509 0.00578199 0.00473375 0.00272686 0.00200689
internal_count=3910 2850 1810 1237 648 589
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=8
num_cat=0
split_feature=50 160 12 4 3 0 1
split_gain=3.53376e-05 5.8443e-05 3.87762e-05 7.10117e-05 6.12218e-05 7.54006e-05 4.30736e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.023959999999999995 -0.23071499999999998 0.096385000000000012 -0.11756999999999999 0.095575000000000007
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=0.00036427798060517381 -0.00035246007499269594 -0.00037483410924410969 -0.00043461448933953379 -0.00040622956317360983 0.00046905999118150614 -0.00011200784809747975 0.00041192975830652641
leaf_weight=0.0016789380587167091 0.0010099509092600491 0.0011330175792949272 0.0010893449532315344 0.0012508457101120746 0.0013829763023193754 0.0010636851143601637 0.0013937179472705867
leaf_count=796 779 348 169 162 164 1290 202
internal_value=0 3.43622e-05 -4.13747e-05 1.97548e-05 0.000116974 -1.4335e-05 0.000185144
internal_weight=0 0.00899253 0.00731359 0.00618057 0.00509123 0.00370825 0.0024574
internal_count=3910 3131 2335 1987 1818 1654 1492
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=6
num_cat=0
split_feature=52 1 15 15 43
split_gain=1.21739e-05 2.38854e-05 1.87063e-05 3.85214e-05 2.32837e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.19153499999999998 -0.03231499999999999 -0.020804999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0023684161843382282 -0.014967659244882029 0.015936582637777582 0.011589075072307392 -0.019044181208285244 -0.00035793291214190442
leaf_weight=0.0017325774829822069 0.0010281810218810798 0.0012111491881063397 0.001760857229516436 0.0010514433169132636 0.0018228667709283785
leaf_count=817 321 373 713 766 920
internal_value=0 0.00516288 -0.00276499 -5.81715e-05 -0.0071935
internal_weight=0 0.00294373 0.00566335 0.00463517 0.00287431
internal_count=3910 1190 2720 2399 1686
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 4
split_gain=2.78093e-05 2.46166e-05 2.52898e-05 3.03199e-05 5.5587e-05 2.85128e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 -0.076854999999999993
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=0.00024110797232506753 -0.00030064361002030035 -0.00029297599656059582 0.00031744450686539471 0.0003530689335464886 -0.00034982352017125099 -4.6208495711893133e-05
leaf_weight=0.001800880687535973 0.0010487270348274796 0.0010732310137325585 0.0011608429948339076 0.0011826718452431391 0.0014641710892049995 0.0016427242557651494
leaf_count=534 279 261 475 858 214 1289
internal_value=0 3.81685e-05 -1.78539e-05 3.63199e-05 -3.9758e-05 0.000120924
internal_weight=0 0.00832452 0.00652364 0.00545041 0.00428957 0.0028254
internal_count=3910 3631 3097 2836 2361 2147
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=7
num_cat=0
split_feature=43 43 4 16 49 2
split_gain=1.00403e-05 2.2977e-05 2.20443e-05 2.80549e-05 4.66669e-05 2.87296e-05
threshold=-0.044024999999999988 -0.091114999999999988 -0.23071499999999998 -0.0083999999999999995 -0.029304999999999998 0.096540000000000015
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=-0.0030406719611247805 -0.015322308109513825 0.01429030143814799 0.011351093488477975 0.01427442303091761 -0.025418534988175357 -0.0018176005241085516
leaf_weight=0.0017604792072702315 0.0010938989704945843 0.0013528014335880451 0.0012263884290681288 0.001111636421290993 0.0010025695780381413 0.0010623127404332969
leaf_count=655 232 1193 178 353 989 310
internal_value=0 0.00449009 -0.00261733 0.000539214 -0.00409989 -0.0132766
internal_weight=0 0.00311328 0.00549681 0.00440291 0.00329127 0.00206488
internal_count=3910 1848 2062 1830 1477 1299
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=8
num_cat=0
split_feature=159 484 51 43 4 4 3
split_gain=3.24002e-05 3.45316e-05 4.1275e-05 4.47882e-05 4.61129e-05 5.12446e-05 2.66961e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.043405000000000006 -0.074254999999999988 0.28937500000000005 -0.0021099999999999995 -0.075954999999999981
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=-0.00033180887098130358 -5.8255593048080313e-05 0.00036875872953271658 0.00028193094633264306 -0.00011486940939578103 0.00011673904340441573 -0.00068869247043679496 0.00035678284197152108
leaf_weight=0.0010212690424081993 0.0013812886784195881 0.001060799988055864 0.0014903763758869577 0.0013162870144148527 0.0010487676135296424 0.0010970159332126068 0.0010478500225341505
leaf_count=633 677 392 436 965 215 355 237
internal_value=0 3.79601e-05 -9.5786e-06 -8.33256e-05 -0.000226534 -0.000375712 0.000120778
internal_weight=0 0.00844239 0.00738159 0.00589121 0.00346207 0.0024133 0.00242914
internal_count=3910 3277 2885 2449 1535 1320 914
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=6
num_cat=0
split_feature=52 16 13 52 2
split_gain=9.71812e-06 3.59058e-05 3.70676e-05 3.23435e-05 6.268e-05
threshold=0.11110500000000002 0.26538000000000006 -0.090744999999999978 -0.081429999999999989 0.093655000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014491885095647817 0.0075309349902703063 -0.018551729150979572 0.012232575361926824 0.0046114187345592181 -0.022244400666257338
leaf_weight=0.001598818167946243 0.001415092846658467 0.0010576406306927249 0.0010438032727378295 0.0018763600917989032 0.0016188705110162893
leaf_count=490 673 453 492 1344 458
internal_value=0 -0.00153442 0.00139791 -0.00321428 -0.00782727
internal_weight=0 0.00719549 0.00613785 0.00453903 0.00349523
internal_count=3910 3237 2784 2294 1802
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=7
num_cat=0
split_feature=15 12 13 16 3 52
split_gain=1.02112e-05 1.67655e-05 2.34469e-05 5.25555e-05 4.03646e-05 6.17789e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 0.090325000000000003 -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=0.0094570423825583311 -0.012113295430911475 -0.020964743845631063 0.012128320451014042 -0.020291537060246598 0.01578705328379185 0.012814593264194608
leaf_weight=0.0010001345977931767 0.0012046299194771425 0.0011747425978064722 0.0014107033550894476 0.0012381753620201146 0.001530606892101518 0.0010347106313380663
leaf_count=302 329 264 476 887 241 1411
internal_value=0 -0.00129215 0.000748164 -0.00247668 0.00323352 -0.00522027
internal_weight=0 0.00759357 0.00638894 0.00497824 0.00380349 0.00227289
internal_count=3910 3608 3279 2803 2539 2298
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=6
num_cat=0
split_feature=43 52 0 13 3
split_gain=1.05933e-05 2.41304e-05 4.11139e-05 2.80995e-05 2.30045e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.15137999999999999 -0.10547499999999999 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.002943016628699187 -0.014547699674226647 0.014083011265772724 0.0066503749364209266 -0.014634225794013127 0.014403770208922079
leaf_weight=0.0017528030043944011 0.0013058517344120323 0.001527777537573982 0.0010008425109869503 0.0016310806059849059 0.0013558621532440195
leaf_count=1267 426 230 199 1207 581
internal_value=0 -0.00268867 0.00103423 -0.00654032 0.00462288
internal_weight=0 0.00546555 0.0041597 0.00263192 0.00310867
internal_count=3910 2062 1636 1406 1848
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=7
num_cat=0
split_feature=11 4 0 2 160 1
split_gain=2.38028e-05 2.32395e-05 2.69889e-05 3.33077e-05 2.47394e-05 2.68357e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 0.11230000000000001 -1.0000000180025095e-35 0.076710000000000014
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=-0.00012281524482650737 -0.00028580113263525854 0.00021078392878103364 -0.00028746966904816317 -0.00021795800200291257 8.1260365430246086e-05 0.00047097648838650226
leaf_weight=0.0010087347849083808 0.0010316532504377847 0.001755491355398523 0.0014410428624611312 0.0011549905357762676 0.0017272194290367082 0.0011197098226767884
leaf_count=732 279 306 781 175 1027 610
internal_value=0 3.02e-05 -6.80144e-05 4.06427e-05 0.000141045 0.000234537
internal_weight=0 0.00820719 0.00435152 0.00291048 0.00385566 0.00284693
internal_count=3910 3631 1262 481 2369 1637
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=1.80933e-05 4.44732e-05 5.11853e-05 8.47173e-05 3.89709e-05 4.75603e-05 7.44204e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.10796500000000002
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=0.0003723162957063383 0.00023860334219786121 -0.00041998285962920382 -0.00034208219564537269 -0.00055001602340915944 0.00035625948635307147 0.0005170576509868866 -0.00019504281519119914
leaf_weight=0.0012968629409716853 0.0010526948042902497 0.0010091763779531259 0.0013377482467502389 0.0010957204690922786 0.0012234948401851284 0.0010210579959150088 0.0012611965588984174
leaf_count=320 206 401 913 337 1374 182 177
internal_value=0 -3.43758e-05 1.94027e-05 -5.7658e-05 5.37257e-05 -4.85252e-05 0.000123544
internal_weight=0 0.00824526 0.00723608 0.00593922 0.0048435 0.00362 0.00228225
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=8
num_cat=0
split_feature=159 2 16 13 13 0 1
split_gain=1.87561e-05 2.96913e-05 4.85711e-05 4.48348e-05 3.78637e-05 4.27699e-05 9.17866e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.13863999999999996 -0.00059999999999999995 0.083175000000000013 -0.13027499999999997 0.095575000000000007
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=-0.00025200056807354518 0.00013281323094220434 -9.9124080964254407e-05 0.00064545905638284157 7.9568209713102794e-05 0.00024180539422772538 -0.00069397051329403068 6.6396180181494771e-05
leaf_weight=0.0010367368651235534 0.0011841504589539379 0.0016258511984178279 0.0010297837803269027 0.0011277961909219002 0.0011034691881455553 0.0012452409213236288 0.0011971835497522607
leaf_count=633 196 339 376 320 179 1544 323
internal_value=0 2.73311e-05 0.000156804 0.00034966 -7.62311e-05 -0.000173001 -0.000321268
internal_weight=0 0.00851348 0.00378343 0.00215758 0.00473004 0.00362657 0.00244242
internal_count=3910 3277 1035 696 2242 2063 1867
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=7
num_cat=0
split_feature=133 43 4 47 3 43
split_gain=1.86833e-05 2.74846e-05 2.98794e-05 3.57562e-05 8.11375e-05 2.72249e-05
threshold=0.08845500000000002 -0.047174999999999988 -0.06272999999999998 0.077735000000000012 0.094625000000000015 -0.14252999999999996
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=-9.1255942271339242e-06 -0.00025309363252021006 -0.00029747979440747428 -0.0001649220872263011 -0.00026578217461874904 0.00049214853672641524 0.00037178167236304942
leaf_weight=0.0014302351441540947 0.0010177304556870164 0.0014264022252763447 0.0015185496622035495 0.0011128983929464212 0.0013783622287656294 0.0014556689393347981
leaf_count=274 897 884 472 201 223 959
internal_value=0 2.83511e-05 -5.37503e-05 3.29512e-05 0.000147715 0.000183007
internal_weight=0 0.00832212 0.00543621 0.00400981 0.00289691 0.0028859
internal_count=3910 3013 1780 896 695 1233
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=7
num_cat=0
split_feature=147 1 42 160 3 15
split_gain=2.95317e-05 2.58384e-05 3.79254e-05 4.43228e-05 3.2031e-05 4.04812e-05
threshold=1.0000000180025095e-35 0.12958500000000003 0.091330000000000008 0.084835000000000008 -0.083884999999999987 -1.0000000180025095e-35
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=0.00011156942517715865 0.00030939874252847822 0.00023536247090985579 -0.00042707482695581421 0.00030938885309641454 -0.00041751806287641238 1.6039800270614093e-05
leaf_weight=0.0017005255533083874 0.0010321224531108187 0.0011200469927891915 0.0010617443886377174 0.0012179521311934012 0.0018090952301837164 0.0015267236823212917
leaf_count=1073 234 289 758 357 682 517
internal_value=0 -4.1977e-05 -8.44362e-05 -2.6269e-05 -0.000107442 -0.000219089
internal_weight=0 0.00843609 0.00731604 0.0062543 0.00503634 0.00333582
internal_count=3910 3676 3387 2629 2272 1199
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=6
num_cat=0
split_feature=52 2 16 0 1
split_gain=1.0482e-05 2.15649e-05 1.93768e-05 2.88976e-05 1.65089e-05
threshold=-0.048794999999999991 0.097940000000000013 -0.055679999999999993 -0.11756999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.0013733473806570933 -0.007830591811900444 0.016653011386954891 -0.0014361240545102691 0.010054081713651089 -0.019398267783603609
leaf_weight=0.0019409845453828187 0.0016737156528152542 0.0010084298462201163 0.001032236390563102 0.0019630670993781409 0.0010146496573908621
leaf_count=694 339 496 470 1564 347
internal_value=0 0.00479002 -0.00255719 0.00182322 -0.01034
internal_weight=0 0.00294941 0.00568367 0.00363678 0.00204689
internal_count=3910 1190 2720 1903 817
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=7
num_cat=0
split_feature=147 376 52 13 52 2
split_gain=2.08947e-05 3.26353e-05 4.06254e-05 3.48502e-05 8.41738e-05 5.36264e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.094010000000000024
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=0.00019834095821890074 0.00026198681173710388 0.00029299426141799498 -0.00043282219632752083 0.00033880507288884201 -6.5368029942947144e-05 -0.00057722843845881878
leaf_weight=0.0019495331942246188 0.0010287416581137273 0.0010301904995036288 0.0010702493162813116 0.001150692623084564 0.0018890036086254083 0.0013488281816182201
leaf_count=914 234 194 604 531 1048 385
internal_value=0 -3.4001e-05 -7.94726e-05 -1.98057e-05 -0.000116714 -0.000278601
internal_weight=0 0.0084385 0.00740831 0.00633806 0.00438852 0.00323783
internal_count=3910 3676 3482 2878 1964 1433
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=7
num_cat=0
split_feature=1 42 3 0 133 15
split_gain=9.51509e-06 1.98417e-05 4.07049e-05 2.72042e-05 3.64071e-05 3.4526e-05
threshold=0.12864500000000004 0.091735000000000025 -0.100615 -0.23029999999999998 0.083815000000000014 -0.0039399999999999991
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=0.013346115021241514 0.0077950875208500879 -0.014486456699099017 0.0089460812993407777 -0.026904355373689529 0.0068876771692573157 -0.0026639326182097819
leaf_weight=0.0018000098143804086 0.0013133714700198154 0.0010067645838533245 0.0011368601507921886 0.0012756165972091075 0.0010169311557564386 0.0010893638673682656
leaf_count=450 331 747 140 612 764 866
internal_value=0 -0.00144811 0.000629273 -0.00443636 -0.00893499 -0.0157387
internal_weight=0 0.00732555 0.00631878 0.00451877 0.00338191 0.00236498
internal_count=3910 3579 2832 2382 2242 1478
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=6
num_cat=0
split_feature=1 16 47 0 52
split_gain=9.94315e-06 2.57297e-05 1.88487e-05 3.32595e-05 7.13363e-05
threshold=0.076710000000000014 0.0015250000000000001 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.017674046893355524 -0.0057245946653912382 0.0029972134420582323 -0.0071626566484063268 -0.0064861042169820282 0.025452411411479466
leaf_weight=0.0010102170889695376 0.0013191311114274882 0.00149065667279398 0.001608930319856333 0.0015397225552582078 0.0016542798607975346
leaf_count=1524 251 484 328 982 341
internal_value=0 -0.00535285 0.00213048 0.00544347 0.011621
internal_weight=0 0.00250087 0.00612206 0.00451313 0.00297341
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=7
num_cat=0
split_feature=52 4 12 2 12 3
split_gain=1.02866e-05 2.089e-05 1.90809e-05 2.18067e-05 3.39288e-05 2.85795e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.083585000000000007 0.08401500000000002 0.090325000000000003
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=-0.0044629224439705628 -0.01167733886238812 0.012449357041142865 -0.014073308953111222 0.010176322875999788 0.019237291328922615 -0.012114928395426531
leaf_weight=0.0013395380929842127 0.0011247153973853482 0.0016059878521871495 0.0011426395858787622 0.0010241880622760436 0.001058889861311594 0.0013118619586302124
leaf_count=795 701 395 379 333 1086 221
internal_value=0 0.00475815 -0.0025281 0.000390703 0.00438875 -0.00234184
internal_weight=0 0.00294553 0.00566229 0.00451966 0.00339494 0.00233605
internal_count=3910 1190 2720 2341 1640 554
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=7
num_cat=0
split_feature=151 4 0 42 42 1
split_gain=1.01935e-05 3.06123e-05 3.47591e-05 3.09237e-05 3.39934e-05 3.03208e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 0.086700000000000013 0.081005000000000008
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=-0.0091474415322650004 -0.018623167050736921 0.01507753910104373 -0.014130601344402789 0.020399634316298577 -0.0076303854404593825 -0.00059285478867743637
leaf_weight=0.0010733699605833284 0.0010127212830621695 0.0013231892041605442 0.0010037686082380237 0.0016499899196961224 0.0013518350736404878 0.0011801633886770182
leaf_count=423 151 375 954 388 1175 444
internal_value=0 0.0012698 -0.00167774 0.00163152 0.00541477 0.0116458
internal_weight=0 0.00752167 0.00619848 0.00518576 0.00418199 0.00283015
internal_count=3910 3487 3112 2961 2007 832
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=7
num_cat=0
split_feature=11 43 2 4 1 43
split_gain=3.43979e-05 3.23705e-05 4.36413e-05 2.50321e-05 6.02133e-05 5.0156e-05
threshold=0.077330000000000024 -0.049504999999999987 0.093815000000000009 0.080255000000000007 0.095575000000000007 0.0033500000000000005
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=2.3080730747661393e-05 -0.00034238887406138881 -0.00037728014031272245 0.00052048740642924609 -0.00024549873751530477 0.0004249966191132758 0.00017991498521899098
leaf_weight=0.0019071918711052681 0.001043343413381438 0.0013878251567133349 0.0010523665280554417 0.0017808842357207762 0.0010840396366292317 0.0011242636325744673
leaf_count=1172 279 815 556 381 248 459
internal_value=0 3.52596e-05 0.00019995 -5.53874e-05 3.87601e-05 -0.000127912
internal_weight=0 0.00833657 0.00295956 0.00537701 0.00359613 0.00251209
internal_count=3910 3631 1728 1903 1522 1274
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=8
num_cat=0
split_feature=147 52 12 1 3 2 0
split_gain=3.04866e-05 3.3299e-05 4.02025e-05 8.44939e-05 5.42327e-05 3.73041e-05 5.56215e-05
threshold=1.0000000180025095e-35 0.11401500000000002 0.10333000000000002 0.11097000000000001 0.090325000000000003 0.099015000000000006 -0.073129999999999987
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=-0.00039256809531093068 0.00031738759928420812 -0.00034789962622876712 0.00037057805163983817 -0.00045577278076570373 0.00047158012700730586 0.00027655244621848111 0.00019568012116797165
leaf_weight=0.0015735551875297972 0.0010099126471319825 0.0011843432394343335 0.0010054085658613389 0.0015083748921156711 0.0010447992430689238 0.0010501118619842347 0.0010176598757266628
leaf_count=1612 234 639 323 384 137 360 221
internal_value=0 -4.3224e-05 6.89341e-06 -5.2135e-05 7.77883e-05 -3.52017e-05 -0.000161543
internal_weight=0 0.00838425 0.00719991 0.0061945 0.00468613 0.00364133 0.00259122
internal_count=3910 3676 3037 2714 2330 2193 1833
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 0
split_gain=1.31497e-05 2.39058e-05 1.5655e-05 3.7714e-05 3.86794e-05 3.89933e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997
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=0.0019910043971756272 -0.0079126006105331558 -0.017925766589599431 0.019810583380748672 -0.004954352413843734 -0.012414335443959541 0.021964099461401806
leaf_weight=0.0014729358392921732 0.0011755043886626489 0.0010199670955883557 0.0012661660788517845 0.0010830084461830175 0.0015202450354807112 0.0010696058139273339
leaf_count=422 324 1586 818 125 319 316
internal_value=0 -0.00615791 0.00245917 0.00492769 -0.000202978 0.00842107
internal_weight=0 0.0024929 0.00611453 0.00493903 0.00367286 0.00215261
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=8
num_cat=0
split_feature=11 13 16 16 4 0 15
split_gain=4.36702e-05 3.82192e-05 5.1322e-05 6.74893e-05 8.07425e-05 4.99106e-05 4.27805e-05
threshold=0.077330000000000024 0.14810000000000004 -0.19424999999999998 0.15100500000000003 -0.076854999999999993 -0.12329499999999999 -0.11399999999999998
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=2.4538525152384389e-05 -0.00036702734229153167 0.00033780330598000155 0.00069980499269593137 -0.00025779726704498919 0.00026817078533931477 -0.00026470812904365288 -0.00052918381433298073
leaf_weight=0.001000272579252906 0.0011554361988992132 0.0013824793655859329 0.0010147258544835683 0.0015637712044790841 0.0016864056107134423 0.0011276135955453907 0.0011568555991896276
leaf_count=244 279 244 924 472 211 1314 222
internal_value=0 3.80752e-05 -1.68105e-05 8.54389e-05 0.000225627 5.46394e-05 -0.00027242
internal_weight=0 0.00893212 0.00754964 0.00539252 0.00382875 0.00281402 0.00215713
internal_count=3910 3631 3387 2921 2449 1525 466
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=6
num_cat=0
split_feature=1 2 1 151 16
split_gain=1.06398e-05 2.11887e-05 1.63471e-05 3.01277e-05 5.30808e-05
threshold=0.076710000000000014 0.097360000000000016 0.096230000000000024 -0.0060399999999999994 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.016152132727337096 0.010219788880355365 0.002456323690615091 -0.016074630782704859 0.015223068481718375 -0.010247156505271606
leaf_weight=0.0010731321077940552 0.0017972117992483992 0.0014237106301882407 0.001027923464802362 0.0017829904283128801 0.001512164948320712
leaf_count=1488 779 520 274 389 460
internal_value=0 -0.00554151 0.00220428 -0.00112797 0.00353464
internal_weight=0 0.00249684 0.00612029 0.00432308 0.00329516
internal_count=3910 2008 1902 1123 849
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.36232e-05 4.23291e-05 5.08377e-05 5.37632e-05 6.34602e-05 4.50072e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -0.064869999999999983
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=0.00046768506826971846 0.00027343490246681306 -0.00041408838024570164 -0.00028543581705014689 -6.0459083875136239e-05 -0.00038277168004822646 0.00041162037135329872
leaf_weight=0.0012223562943385873 0.0010551519688792735 0.0010104537692190371 0.0016724144272415213 0.0017571843679785298 0.0011938385674011426 0.0013911531729631109
leaf_count=693 206 401 1074 401 358 777
internal_value=0 -3.81556e-05 1.43337e-05 0.000104429 2.1698e-06 0.000148138
internal_weight=0 0.0082474 0.00723695 0.00556453 0.00434218 0.00314834
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=7
num_cat=0
split_feature=52 1 12 2 2 16
split_gain=1.20626e-05 2.0925e-05 2.00484e-05 2.08526e-05 2.92006e-05 1.60884e-05
threshold=-0.048794999999999991 0.10386500000000001 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.40374499999999997
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=-0.0018951433818216895 -0.011512247584362475 0.015209183053888018 -0.014546471417406918 0.015925309983651142 0.0058945795259296259 -0.011682323582920028
leaf_weight=0.0017382446362865312 0.0011289188934577757 0.0012153159008649076 0.0011469895475738909 0.0013028261710799514 0.0010110565549234321 0.0010738316893815821
leaf_count=817 701 373 379 1193 238 209
internal_value=0 0.00514286 -0.00273998 0.00025825 0.00418064 -0.00315849
internal_weight=0 0.00295356 0.00566362 0.00451663 0.00338771 0.00208489
internal_count=3910 1190 2720 2341 1640 447
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=8
num_cat=0
split_feature=147 11 4 15 52 133 2
split_gain=3.31095e-05 4.52881e-05 4.33995e-05 3.77594e-05 5.5496e-05 3.59243e-05 2.64968e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0010999999999999996 -0.10071499999999999 -0.068164999999999989 1.0000000180025095e-35 0.091985000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=7.5923170689584467e-05 0.00033037976847515249 -0.00042575493266527821 7.8542416801718811e-05 -1.1554509670084867e-06 -0.00064154602889717708 -0.00012378236628251846 0.00047722082682848045
leaf_weight=0.0011577659912923454 0.0010501959814462397 0.0010224817555596786 0.0017780133775657761 0.0010771724051533954 0.0010063310166730139 0.0011375116273583791 0.0013945481105248092
leaf_count=924 234 284 513 213 424 959 359
internal_value=0 -3.84805e-05 1.3958e-05 -0.000131348 -0.000310464 0.000166025 0.000295187
internal_weight=0 0.00857382 0.00755134 0.00386152 0.0020835 0.00368983 0.00255231
internal_count=3910 3676 3392 1150 637 2242 1283
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 13 3
split_gain=2.73343e-05 2.9964e-05 3.97316e-05 8.46955e-05 4.43897e-05 4.18882e-05 3.92533e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086065000000000016 0.084100000000000022 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00030439452657849298 0.00030788288039592841 -0.00030139605310817606 0.000515428718950451 0.00055287529990959042 -0.00033801229070665862 -0.0002286335880309568 -2.6465321661931172e-05
leaf_weight=0.0010152636540942993 0.0013172165410695732 0.0014696252645284161 0.0010158589384410451 0.0010863477097550365 0.0014626905242036093 0.0011302439412000133 0.0010401642896274554
leaf_count=633 408 187 690 429 970 464 129
internal_value=0 3.59627e-05 -1.37502e-05 5.99568e-05 -5.52263e-05 7.45897e-05 0.000241279
internal_weight=0 0.00852215 0.00720493 0.00573531 0.00464896 0.00318627 0.00205602
internal_count=3910 3277 2869 2682 2253 1283 819
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=7
num_cat=0
split_feature=11 43 2 15 0 15
split_gain=1.05514e-05 2.237e-05 2.5956e-05 2.80279e-05 6.42355e-05 2.59002e-05
threshold=0.07677500000000001 -0.049504999999999987 0.089785000000000018 -0.095799999999999982 -0.074014999999999984 -0.053579999999999996
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=0.019927542114394015 -0.0096821366141728038 -0.013755016807869294 -0.011256025790370088 0.024619461882432633 -0.0085661130305011955 0.00016980588806256774
leaf_weight=0.0011482825617529812 0.0010016000783129178 0.0015003841029967947 0.0010850660751875654 0.0011786633818063612 0.0011546979375230506 0.0015714989968155055
leaf_count=811 285 1021 280 310 287 916
internal_value=0 0.00123383 -0.00279022 0.00202235 0.0081971 0.00851146
internal_weight=0 0.00763859 0.00491881 0.00341843 0.00233336 0.00271978
internal_count=3910 3625 1898 877 597 1727
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=8
num_cat=0
split_feature=11 49 4 1 3 47 13
split_gain=2.59683e-05 2.59912e-05 4.75987e-05 3.25129e-05 6.41825e-05 4.22169e-05 1.54369e-05
threshold=0.077330000000000024 -0.006494999999999999 0.028075000000000006 1.0000000180025095e-35 0.094625000000000015 0.07813500000000001 -0.074599999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00010280567908806375 -0.00028414226263015594 8.5399047515452551e-05 -0.00043180408481777107 0.00073216402905223012 -7.9435441832354938e-05 0.00018465805751915579 -0.00024146759443595457
leaf_weight=0.0014968827726362533 0.001088989921764376 0.0010990273367925505 0.0011189166256848366 0.001008015082327065 0.0015970979379303619 0.0011698605593335599 0.0011232063251846631
leaf_count=529 279 689 182 694 261 267 1009
internal_value=0 3.72186e-05 -0.000125875 0.000108355 0.000219125 0.000438068 -7.98125e-05
internal_weight=0 0.00861301 0.0026158 0.00599721 0.00377497 0.00217788 0.00222223
internal_count=3910 3631 711 2920 1222 961 1698
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=6
num_cat=0
split_feature=1 13 2 1 15
split_gain=1.05397e-05 2.2059e-05 4.02576e-05 2.78278e-05 3.52437e-05
threshold=0.12864500000000004 -0.032264999999999995 0.097940000000000013 0.089175000000000018 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.0199318379038643 0.0082081357382616221 0.012216652022664774 0.003531158236910103 0.0079890272566136809 -0.015617684941061985
leaf_weight=0.0014672114804012287 0.0013174521185484022 0.0018701595053586032 0.0014579169722430388 0.001258849283087244 0.0012709169354604088
leaf_count=1528 331 1030 438 138 445
internal_value=0 -0.00150726 -0.00823762 0.00296716 -0.00387063
internal_weight=0 0.00732505 0.00292513 0.00439993 0.00252977
internal_count=3910 3579 1966 1613 583
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=6
num_cat=0
split_feature=1 16 47 48 0
split_gain=9.49285e-06 2.21239e-05 1.80927e-05 3.39625e-05 3.87919e-05
threshold=0.076710000000000014 0.0015250000000000001 0.09252500000000001 0.085875000000000021 -0.087614999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016655315695917855 0.019819015554406891 0.0025159914107790553 -0.0069959187116257959 -0.0076411061315668485 -0.0031736617729356759
leaf_weight=0.0010087865031081201 0.0019429955570638311 0.0014925769468484298 0.0016130883492920991 0.001393109016507525 0.0011790377993610326
leaf_count=1524 436 484 328 271 867
internal_value=0 -0.00521569 0.00209464 0.00534236 0.0111358
internal_weight=0 0.00250136 0.00612823 0.00451514 0.00312203
internal_count=3910 2008 1902 1574 1303
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=7
num_cat=0
split_feature=52 13 52 0 47 13
split_gain=9.43893e-06 2.09101e-05 1.80606e-05 2.27182e-05 3.98915e-05 4.46941e-05
threshold=-0.081429999999999989 -0.037444999999999992 -0.0066199999999999991 -0.14674999999999996 0.084695000000000006 -0.083924999999999986
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=-0.0048504067180387758 -0.013334457194799608 0.014859131173879526 0.011101709030531932 0.0066703082565413088 0.013007406286029208 -0.019545682088694043
leaf_weight=0.0010060905041290365 0.0011440045518864945 0.0011576128278263592 0.0014675547582441916 0.0010348535483432392 0.0010578151286250509 0.0017500283630133096
leaf_count=455 527 516 267 549 250 1346
internal_value=0 0.00569448 -0.00193757 0.000517695 -0.00352442 -0.0098039
internal_weight=0 0.0021637 0.00645426 0.00531025 0.0038427 0.00278488
internal_count=3910 971 2939 2412 2145 1895
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=8
num_cat=0
split_feature=147 2 48 4 0 0 2
split_gain=4.36765e-05 4.38541e-05 3.49243e-05 3.18389e-05 7.57725e-05 3.59901e-05 4.51943e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.23071499999999998 -0.06402999999999999 -0.10131499999999999 0.083715000000000026
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=-0.00032230508541516485 0.00037262276370007136 -0.00042062505992268676 0.00031457067483743698 0.00029801197415020759 0.0003990516701310098 -0.00043155788755634521 -0.0002235037003349587
leaf_weight=0.0013359347947051814 0.0010648050519427776 0.0010661093466324233 0.0011769181666881848 0.001092839694585482 0.0014407476689281013 0.0010829647665103262 0.00153791956721646
leaf_count=221 234 327 321 116 276 2055 360
internal_value=0 -4.80072e-05 3.80377e-06 -5.25482e-05 1.73673e-05 -0.000130708 -6.86167e-06
internal_weight=0 0.00873343 0.00766732 0.00649041 0.00515447 0.00371372 0.00263076
internal_count=3910 3676 3349 3028 2807 2531 476
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=1.03097e-05 2.3939e-05 3.07148e-05 4.30099e-05 2.72723e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0088874987299921836 0.013826439588963289 -0.01478907729448564 -0.0064011342263820912 -0.01915992879903293 0.010753957365487423
leaf_weight=0.0011288525713786333 0.0014463320178426213 0.0011282220793502823 0.0017708211715869108 0.0012058140207644925 0.0019440291344113706
leaf_count=280 410 792 1748 368 312
internal_value=0 -0.00136358 0.0010154 -0.00275015 0.00257635
internal_weight=0 0.00749522 0.006367 0.00492066 0.00371485
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=8
num_cat=0
split_feature=11 4 1 13 52 15 3
split_gain=2.74534e-05 2.95581e-05 3.95888e-05 5.56645e-05 6.18053e-05 3.40389e-05 2.6802e-05
threshold=0.077330000000000024 0.097045000000000006 1.0000000180025095e-35 -0.00059999999999999995 -0.010284999999999997 -0.14487999999999998 -0.08348499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -3 -1
right_child=-2 5 3 4 -6 -7 -8
leaf_value=0.00012010608801921327 -0.00029849575370413726 0.00012647461279999435 0.00054594422670720946 -0.00027209405587334432 0.00039279488014094767 -0.00032449286424413357 -0.00029457143352789786
leaf_weight=0.0012196747490224227 0.0010703334442096939 0.0010984414199109213 0.0014050862755990543 0.0011294580188332731 0.0010255906866552219 0.0015536758793661192 0.0011780350501378227
leaf_count=873 279 313 766 237 186 313 943
internal_value=0 3.44798e-05 0.000111131 0.000242302 4.43275e-05 -0.000137713 -8.36319e-05
internal_weight=0 0.00860996 0.00595784 0.00356013 0.00215505 0.00265212 0.00239771
internal_count=3910 3631 3005 1189 423 626 1816
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=8
num_cat=0
split_feature=376 43 457 3 13 15 4
split_gain=2.45897e-05 4.82056e-05 5.43339e-05 5.4033e-05 3.82134e-05 9.12229e-05 1.80449e-05
threshold=0.048375000000000008 -0.074254999999999988 0.041935000000000007 -0.078994999999999982 -0.10939499999999998 -1.0000000180025095e-35 0.41666000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-3.8367960677724397e-05 0.00027427054257168763 2.9297490859666228e-05 0.00025093472734952991 0.00053598557526530685 5.1825782260744305e-05 -0.0008401351595170544 -0.0003136843647444702
leaf_weight=0.0016961090217768086 0.0010795034021025907 0.0014053689433272168 0.0010789470178061682 0.0010016260197847448 0.0010751198026625487 0.001022011528467251 0.0010044612616040343
leaf_count=1044 206 284 174 373 488 1236 105
internal_value=0 -4.03558e-05 -0.000144305 0.00017488 -0.000238923 -0.000360458 -0.00012472
internal_weight=0 0.00828364 0.00558591 0.00269774 0.00450696 0.00310159 0.00207958
internal_count=3910 3704 2287 1417 2113 1829 593
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=7
num_cat=0
split_feature=50 4 42 16 48 16
split_gain=3.52174e-05 4.04959e-05 3.19079e-05 4.20933e-05 8.02961e-05 6.9844e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 -0.094359999999999986 0.086065000000000016 0.16388500000000003
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=-0.00031891301962931547 -0.00034235179909352775 0.00031860075910936981 -0.00021006112122046432 0.00023319998098110826 0.00059471598513794334 -0.00036847926830585096
leaf_weight=0.0011490604958013361 0.0010061904002386197 0.0016815943231787067 0.0018314412099598417 0.0017724165591086281 0.0011231036799734338 0.0012755792444430862
leaf_count=819 779 396 327 890 337 362
internal_value=0 4.48108e-05 -1.95668e-05 3.77367e-05 0.000146539 -1.86014e-05
internal_weight=0 0.0088332 0.0071516 0.00600254 0.0041711 0.003048
internal_count=3910 3131 2735 1916 1589 1252
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=7
num_cat=0
split_feature=11 48 2 12 4 13
split_gain=2.0705e-05 2.57904e-05 5.34413e-05 4.37185e-05 7.70953e-05 4.11535e-05
threshold=0.077330000000000024 0.088875000000000023 0.11260500000000001 0.098595000000000016 0.055260000000000011 -0.00059999999999999995
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=0.00038990812983854471 -0.00026158428334105351 0.000239089245928882 0.00036245506386312331 -0.00047532562128366977 -0.00044716209243821829 -6.6650049454225851e-05
leaf_weight=0.0014037713800347054 0.0010306318643773177 0.0018208583164267406 0.0011240487405014829 0.0010096358773241977 0.00117922353212241 0.0016527322015875119
leaf_count=1583 279 523 432 308 362 423
internal_value=0 3.33007e-05 -2.55291e-05 -0.000108672 -2.12754e-05 0.000143035
internal_weight=0 0.00819027 0.00636941 0.00524536 0.00423573 0.0030565
internal_count=3910 3631 3108 2676 2368 2006
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=7
num_cat=0
split_feature=1 13 0 49 52 0
split_gain=1.09693e-05 2.23789e-05 3.6028e-05 3.29072e-05 3.52492e-05 0.000100386
threshold=0.12864500000000004 -0.13934999999999997 -1.0000000180025095e-35 -0.07107999999999999 -0.07125999999999999 -0.14674999999999996
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=-0.012648055923800109 0.0083510891949084547 -0.01833597224527618 0.015953165539516031 -0.013659696396756316 0.031966785146662069 -0.0087906416231720887
leaf_weight=0.0014526345970263662 0.0013261335937312093 0.0010660823563998388 0.0012936304352458537 0.0010495589522982914 0.0010361104381464887 0.0014500557784938044
leaf_count=221 331 270 303 607 190 1988
internal_value=0 -0.00153042 0.00120897 -0.00293583 0.00170758 0.00819503
internal_weight=0 0.00734807 0.00589544 0.00460181 0.00353573 0.00248617
internal_count=3910 3579 3358 3055 2785 2178
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=6
num_cat=0
split_feature=43 457 1 3 3
split_gain=1.18101e-05 2.49014e-05 2.85607e-05 4.08344e-05 2.45597e-05
threshold=-0.044024999999999988 0.041935000000000007 0.11198000000000001 0.090325000000000003 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0029451661317969899 -0.0018259761366353454 0.01142094387372896 0.0051203589468487931 -0.025621286933530975 0.014850407460643193
leaf_weight=0.0017664271881001779 0.0017369531908203381 0.0010048644897879787 0.0015276466418201184 0.0012332047208864815 0.0013825069230397908
leaf_count=1267 1413 174 312 163 581
internal_value=0 -0.00281124 -0.00599088 -0.0117058 0.0048678
internal_weight=0 0.00550267 0.0044978 0.00297016 0.00314893
internal_count=3910 2062 1888 1576 1848
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 16
split_gain=3.35223e-05 6.23954e-05 5.90714e-05 4.09502e-05 4.5982e-05 5.13803e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 0.096385000000000012 -0.055679999999999993
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=0.00048818307666902041 -0.00034092202862181099 0.00057017616990394056 -0.00033309616336605876 -0.00021545868345609223 -0.00017338705384061206 6.6373411537268046e-05
leaf_weight=0.0010392804899975626 0.0010033616451912619 0.0014027025901096207 0.0018087883474783911 0.0014128915926481739 0.0011103119324098209 0.0017483206629929874
leaf_count=248 179 772 1139 339 191 1042
internal_value=0 3.79892e-05 -2.45361e-05 7.38244e-05 0.000169739 0.000290645
internal_weight=0 0.0085223 0.00748302 0.00567423 0.00426134 0.00315102
internal_count=3910 3731 3483 2344 2005 1814
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=7
num_cat=0
split_feature=159 484 42 51 43 4
split_gain=2.64608e-05 2.50446e-05 4.26179e-05 4.70647e-05 6.38594e-05 5.96654e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -1.0000000180025095e-35 0.077145000000000005 -0.074254999999999988 0.17888000000000001
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=-0.00039850453175807821 -0.00046633455907840689 0.00022261121522705206 0.00017966995543419994 0.00028251781676328226 -0.00052849385889289495 3.5893324494556571e-06
leaf_weight=0.0010188029123371677 0.0010668333672106947 0.0010293201282480704 0.0016825069342739948 0.001346529232797068 0.0018097910754411748 0.0014670831949112942
leaf_count=633 916 392 610 343 768 248
internal_value=0 -6.38946e-05 -0.000103894 -4.25764e-05 -0.000130843 -0.000290276
internal_weight=0 0.00840206 0.00737274 0.00630591 0.00495938 0.00327687
internal_count=3910 3277 2885 1969 1626 1016
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=7
num_cat=0
split_feature=47 43 52 52 15 0
split_gain=2.97498e-05 6.33468e-05 5.0364e-05 3.19222e-05 6.20137e-05 6.3453e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 -0.092854999999999979 -0.095799999999999982 -0.14293499999999998
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=0.00047956132346738248 -0.00031628655721611427 -0.00023117365139169689 -0.00030576772050716161 -0.00013121472495371137 0.00070161283732177897 9.0255995957956835e-05
leaf_weight=0.0010828744918660984 0.0010336265219990188 0.0011463427502445252 0.0018833453452064795 0.0019841060746422752 0.0010538679232512612 0.0017147347335471576
leaf_count=248 179 649 1139 452 150 1093
internal_value=0 3.52231e-05 -2.66039e-05 6.25226e-05 0.000133362 0.000322969
internal_weight=0 0.00886527 0.0077824 0.00589905 0.00475271 0.0027686
internal_count=3910 3731 3483 2344 1695 1243
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=7
num_cat=0
split_feature=11 13 3 13 12 1
split_gain=1.81852e-05 3.2299e-05 3.38763e-05 4.0486e-05 6.46441e-05 2.40821e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11265500000000002 0.14810000000000004 0.085465000000000013 0.094485000000000013
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=0.00025906017523688986 -0.00025090042713959146 -4.2529991218019785e-05 -0.00031957115190669154 0.00034830843370397413 -0.00043899905125053564 0.000335649243302779
leaf_weight=0.0017818865529289057 0.0010307241847063 0.0016633451780745353 0.0013180607284375423 0.0011988113281663762 0.001216530921624384 0.001059889115674408
leaf_count=534 279 648 134 239 1727 349
internal_value=0 2.53578e-05 -3.91388e-05 3.2793e-05 -6.32137e-05 0.000104658
internal_weight=0 0.00823852 0.00645664 0.00513858 0.00393977 0.00272323
internal_count=3910 3631 3097 2963 2724 997
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=7
num_cat=0
split_feature=376 43 2 457 13 15
split_gain=1.75717e-05 3.60006e-05 4.78319e-05 3.76311e-05 3.0675e-05 4.94886e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 -0.021529999999999997
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=0.02075995959528712 0.012330483957199554 0.0020590764345190908 -0.0070791322520838227 0.010939535442585427 -0.0068196651932271868 -0.03429598480976765
leaf_weight=0.0013629655830339491 0.0010043669369997179 0.0013125765015124906 0.0011279114894679147 0.0010030137907189726 0.0018847832508136957 0.0010050920779862006
leaf_count=576 206 284 841 174 571 1258
internal_value=0 -0.0017331 0.00815395 -0.00646417 -0.010618 -0.0163759
internal_weight=0 0.00769634 0.00249088 0.00520547 0.00420245 0.00288988
internal_count=3910 3704 1417 2287 2113 1829
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=376 43 0 457 1 16
split_gain=1.42617e-05 2.92604e-05 4.107e-05 3.05752e-05 2.85048e-05 2.06402e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 0.041935000000000007 0.095575000000000007 -0.27337499999999998
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=-0.0068988496418544128 0.011114394242259662 -0.019162810347838496 0.018951712377583543 0.0098574215107236421 -0.012868237664327167 0.0057795861027925286
leaf_weight=0.0011143026111908459 0.0010029163281041311 0.0017849928843342686 0.0013704584049999157 0.0010018734645890785 0.0010658422466018388 0.0013394981639367133
leaf_count=1104 206 1519 313 174 167 427
internal_value=0 -0.00156549 0.00735891 -0.00583632 -0.00958856 -0.00248354
internal_weight=0 0.00767697 0.00248476 0.00519221 0.00419033 0.00240534
internal_count=3910 3704 1417 2287 2113 594
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=6
num_cat=0
split_feature=151 16 0 15 13
split_gain=1.24812e-05 2.91324e-05 3.45378e-05 3.6194e-05 3.09428e-05
threshold=-0.084129999999999996 -0.50388999999999984 -0.11756999999999999 -0.074174999999999977 -0.0019849999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.010144338893647777 0.016140887008792383 -0.012655504874310906 0.019066201449115298 0.0074469269580130244 -0.011509700794407447
leaf_weight=0.0010808044670218781 0.0011317137599783167 0.0018818271181691793 0.0011193925490877612 0.0017987835755494249 0.0016517528726228714
leaf_count=423 242 344 825 1459 617
internal_value=0 0.00134215 -0.00125372 0.00344136 -0.00162751
internal_weight=0 0.00758347 0.00645176 0.00456993 0.00345054
internal_count=3910 3487 3245 2901 2076
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=6
num_cat=0
split_feature=376 52 1 1 2
split_gain=1.23414e-05 2.43956e-05 1.73782e-05 3.53574e-05 2.20273e-05
threshold=0.048375000000000008 -0.081429999999999989 0.088010000000000019 0.10688500000000002 0.11125500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0085618883037984674 0.010362880820695057 -0.012676673587051638 0.011939503319133113 -0.018721681680722368 1.5791838545681949e-05
leaf_weight=0.0018471052131892257 0.0010005165660064014 0.0018362042543944995 0.0013906747920031815 0.0010809944668676136 0.0014951672582678636
leaf_count=877 206 1771 532 212 312
internal_value=0 -0.00144739 -0.00463333 -0.00091016 -0.00784672
internal_weight=0 0.00765015 0.00580304 0.00396684 0.00257616
internal_count=3910 3704 2827 1056 524
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=6
num_cat=0
split_feature=42 160 160 3 42
split_gain=1.09294e-05 2.98034e-05 2.63092e-05 3.05476e-05 5.09913e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 0.085330000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0089771115348696497 -0.010519159201126092 0.025598756516357929 -0.0096822494462264121 -0.0036261194427102666 0.00035367567940409008
leaf_weight=0.0011890104491129377 0.0016483688290967139 0.0016624199077641538 0.0010411133990660404 0.0015567007624086716 0.001542457375235048
leaf_count=1060 1040 397 332 252 829
internal_value=0 0.00134704 0.00471786 0.00786643 0.0134487
internal_weight=0 0.00745106 0.00580269 0.00476158 0.00320488
internal_count=3910 2850 1810 1478 1226
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=8
num_cat=0
split_feature=159 15 16 52 0 15 15
split_gain=2.85265e-05 2.93111e-05 4.00134e-05 4.3866e-05 5.64959e-05 4.23562e-05 1.77023e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 -0.0039399999999999991 -0.091024999999999981
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00031509125674278099 0.0003058057381745584 -0.00036377177764785208 0.00011380041146153405 0.00038978536821537613 -0.00037698764871611312 0.00040547008585906997 -0.00023004336440759598
leaf_weight=0.0010025864884453837 0.0012971968542177786 0.0010717115222179515 0.0011675825291425923 0.0011607676759070942 0.0013386457736329262 0.0011468401919725178 0.0011355073069125806
leaf_count=633 408 274 339 378 379 908 591
internal_value=0 3.50187e-05 -1.50115e-05 4.7814e-05 -3.5081e-05 9.7586e-05 -5.57271e-05
internal_weight=0 0.00831825 0.00702105 0.00594934 0.00478858 0.00344993 0.00230309
internal_count=3910 3277 2869 2595 2217 1838 930
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=8
num_cat=0
split_feature=47 43 16 1 15 151 2
split_gain=2.95786e-05 5.79445e-05 4.87652e-05 4.5192e-05 5.50443e-05 5.93499e-05 8.27738e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 1.0000000180025095e-35 -0.0089749999999999986 -0.044604999999999992 0.089910000000000004
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=0.00045988878880045468 -0.00031860931764864423 -0.00027356165770828586 -0.00032177465484309342 -0.00035926118623661471 0.00048994154228045039 -0.00022098719411709459 0.00051445225753908596
leaf_weight=0.0010683371446424889 0.0010347960396615606 0.0012713604271896717 0.00168960978350824 0.0011114113225436772 0.0012820362953501617 0.0010545797262091177 0.0013309668763484574
leaf_count=248 179 1554 572 241 588 280 248
internal_value=0 3.18283e-05 -2.72563e-05 5.49903e-05 0.000142395 1.49797e-05 0.000189336
internal_weight=0 0.0088083 0.00773996 0.00605035 0.00477899 0.00349696 0.00238555
internal_count=3910 3731 3483 2911 1357 769 528
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=7
num_cat=0
split_feature=376 43 2 0 3 2
split_gain=1.14332e-05 2.50075e-05 3.93576e-05 2.77656e-05 3.93692e-05 5.7374e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.071924999999999989 0.086245000000000016 0.11230000000000001
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=0.01836787602028064 0.0099670176289934145 -0.016484404988497334 -0.0069421120609308804 -0.016311692316349387 0.020604663960393982 -0.009698450303482771
leaf_weight=0.0013529926285647147 0.0010033119097130555 0.0010729230010082737 0.0011254608195150533 0.0015956963276100317 0.0013331992283442274 0.0011758657437948958
leaf_count=576 206 1337 841 614 163 173
internal_value=0 -0.00138587 0.00687466 -0.00534002 -0.000452389 0.0064032
internal_weight=0 0.00765614 0.00247845 0.00517768 0.00358199 0.00250906
internal_count=3910 3704 1417 2287 1673 336
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=7
num_cat=0
split_feature=151 4 0 42 42 1
split_gain=1.05123e-05 2.50673e-05 3.09043e-05 3.34795e-05 3.78134e-05 3.30905e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 0.086700000000000013 0.081005000000000008
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=-0.0092847587923180451 -0.017470569123505041 0.013684659692773882 -0.014643008039533296 0.021280192746046537 -0.0080715311309196413 -0.00062041694683349653
leaf_weight=0.0010814629699036106 0.001004894094963492 0.0013360014127391196 0.0010126354364112227 0.0016608147225684374 0.0013644677016781924 0.0011801453265687135
leaf_count=423 151 375 954 388 1175 444
internal_value=0 0.0012562 -0.00141206 0.00168049 0.00561107 0.0121826
internal_weight=0 0.00755896 0.00622296 0.00521806 0.00420543 0.00284096
internal_count=3910 3487 3112 2961 2007 832
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=9.93134e-06 2.34038e-05 3.07079e-05 2.97637e-05 3.44136e-05 4.53677e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 -0.032264999999999995
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=-0.025230515227262558 0.0093060457737935177 0.012258881144406174 0.0088020470785218612 -0.020947250996623219 0.01191843519399095 0.0014203549578340022
leaf_weight=0.0010550776624132906 0.0010014330692942166 0.0010927307240974852 0.0015379006416377395 0.0012185466734887847 0.0010998103735748296 0.0016186892560218907
leaf_count=1326 206 276 399 392 387 924
internal_value=0 -0.0012864 -0.00355306 -0.00735924 -0.00297146 -0.00909617
internal_weight=0 0.00762276 0.00653002 0.00499212 0.00377358 0.00267377
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=7
num_cat=0
split_feature=47 43 52 150 16 13
split_gain=3.56829e-05 5.03166e-05 6.23437e-05 5.41939e-05 4.12314e-05 5.38281e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 -0.083564999999999987 -0.028919999999999998
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=0.00043768583814860802 -0.00035298056364062145 0.00042485915981900079 -0.00033220798325080456 -0.00024706710570009983 -0.00030432481177479769 0.0002668781530532494
leaf_weight=0.0010569332034311187 0.0010082988264558659 0.0017345583313253007 0.0018499795098931128 0.0014525205956575421 0.0010662392377462149 0.0015657050858386829
leaf_count=248 179 547 1139 339 814 644
internal_value=0 3.66114e-05 -1.86642e-05 8.10174e-05 0.000190155 3.54755e-05
internal_weight=0 0.00872594 0.007669 0.00581902 0.0043665 0.00263194
internal_count=3910 3731 3483 2344 2005 1458
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=6
num_cat=0
split_feature=2 52 0 2 0
split_gain=1.18165e-05 4.46183e-05 3.32843e-05 4.07419e-05 2.52136e-05
threshold=0.10946500000000002 0.084240000000000023 -0.10575999999999998 0.08400500000000001 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.013168711791596056 -0.0024610280688130265 -0.017502941037125071 -0.014277692860725633 0.010252814668898345 0.017796313122003873
leaf_weight=0.0017702567722089209 0.0015359856079664713 0.0014879891191561505 0.0016710137544935005 0.0011382618027706488 0.0010240832522246705
leaf_count=356 208 1070 785 932 559
internal_value=0 -0.002459 0.00242911 -0.00433843 0.00564235
internal_weight=0 0.00606752 0.00457953 0.00280928 0.00256007
internal_count=3910 3143 2073 1717 767
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=7
num_cat=0
split_feature=47 43 52 151 12 15
split_gain=4.04455e-05 5.11067e-05 6.76447e-05 4.1397e-05 4.86075e-05 8.71725e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 -0.0088999999999999982 0.080120000000000011 -0.07142999999999998
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=0.00044506174768707161 -0.00036898129172416289 -0.00017258200987296601 -0.0003483614123923503 1.7908926278824776e-05 -4.40507158998054e-05 0.00076992418144776736
leaf_weight=0.0010670570184857188 0.0010237320846414452 0.0016868426193068749 0.0017777232009580698 0.0012409036978937792 0.0018942618778983603 0.0011344026844016971
leaf_count=248 179 534 959 314 1455 221
internal_value=0 4.27989e-05 -1.27002e-05 8.74797e-05 0.000190226 0.000377058
internal_weight=0 0.00880119 0.00773413 0.00595641 0.00426957 0.00237531
internal_count=3910 3731 3483 2524 1990 535
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=7
num_cat=0
split_feature=2 52 151 0 15 2
split_gain=9.61064e-06 3.64121e-05 3.19661e-05 4.92225e-05 5.93714e-05 2.53933e-05
threshold=0.10946500000000002 0.084240000000000023 -0.044604999999999992 -0.053834999999999994 -0.064869999999999983 0.12663500000000003
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=-0.013432505129353733 0.013382143394706308 -0.015811904880589239 -0.00048541772873938506 -0.010330570816729057 0.03090815572394652 -0.0068538445359230442
leaf_weight=0.001018120941951983 0.001512457235546125 0.0014873786509896009 0.0012384395674808579 0.0011535911128880889 0.0011729964628707551 0.0010510400287458259
leaf_count=451 398 1070 540 268 814 369
internal_value=0 -0.00221685 0.00219518 0.00665822 0.0147854 0.00508534
internal_weight=0 0.00607053 0.00458315 0.00356503 0.00241144 0.0025635
internal_count=3910 3143 2073 1622 1354 767
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=7
num_cat=0
split_feature=3 3 3 2 4 2
split_gain=9.14318e-06 2.48814e-05 3.23532e-05 2.87071e-05 8.64728e-05 4.271e-05
threshold=-0.13927999999999999 -0.078669999999999976 -0.015794999999999997 0.097940000000000013 0.0051950000000000008 0.113945
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=0.0070767891587405112 -0.012833007310563938 0.017641474949257236 -0.030913849862915749 0.01881818637580648 0.0095185424504482599 -0.0075728939235292217
leaf_weight=0.0014916043566394347 0.0015300717266842779 0.0010221425305278076 0.0010515107484260085 0.0011989643682883298 0.0010643978109723712 0.001255195686832666
leaf_count=373 1804 850 214 172 192 305
internal_value=0 -0.00153338 0.00155828 -0.00203889 -0.0105745 0.0053203
internal_weight=0 0.00712228 0.00559221 0.00457007 0.00211591 0.00245416
internal_count=3910 3537 1733 883 406 477
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=7
num_cat=0
split_feature=11 4 133 16 0 16
split_gain=8.9539e-06 2.58754e-05 2.53403e-05 3.68655e-05 2.44324e-05 3.39855e-05
threshold=0.07677500000000001 -0.0010999999999999996 1.0000000180025095e-35 -0.008069999999999999 -0.10131499999999999 -0.094359999999999986
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=-0.0015256255091657851 -0.0089166102512363114 -0.007442762948190961 -0.0053974308725849339 0.02332859727954122 -0.015289755980515941 0.015769707890323111
leaf_weight=0.0010214289098215341 0.0010035125185471581 0.0016990457423717018 0.001077499861271587 0.0014355114086417402 0.0013524442026273146 0.0010031391922624962
leaf_count=890 285 368 1001 476 781 109
internal_value=0 0.00113446 0.00738856 0.0129959 -0.00431727 0.00117446
internal_weight=0 0.00758907 0.00353444 0.00245694 0.00405463 0.00270218
internal_count=3910 3625 2367 1366 1258 477
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=7
num_cat=0
split_feature=133 43 13 16 49 2
split_gain=2.21624e-05 3.15296e-05 2.46372e-05 2.58648e-05 5.37849e-05 2.43809e-05
threshold=0.08845500000000002 -0.083899999999999988 -0.090744999999999978 -0.008069999999999999 -0.029304999999999998 0.086650000000000019
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=2.56346053258693e-05 -0.0002792019806074689 0.00016799319468740266 7.4095196608720638e-05 8.9047488861654516e-05 -0.00043680104070410763 0.00045682758419233056
leaf_weight=0.0010053251770661352 0.0010129471062327007 0.001658136790374418 0.0014170132770575253 0.0016737786177774324 0.0017968143673069278 0.0010113188593826373
leaf_count=281 897 506 156 640 1038 392
internal_value=0 2.75057e-05 -3.85373e-05 -0.000108603 -0.000211541 0.000241872
internal_weight=0 0.00856239 0.00654574 0.00488761 0.00321383 0.00201664
internal_count=3910 3013 2340 1834 1194 673
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=8
num_cat=0
split_feature=47 43 16 16 49 12 1
split_gain=3.48306e-05 4.12918e-05 5.00927e-05 4.7901e-05 5.58002e-05 6.03267e-05 3.75903e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 -0.0041999999999999997 -0.029304999999999998 0.084100000000000022 0.096335000000000018
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=0.00040317855385516986 -0.00034833848288326193 0.00025931799418976839 -0.00031778464660196109 0.00044771635001694449 0.00027646951409462407 -0.00056319418734416572 -0.00025325303048989218
leaf_weight=0.0010275518062159575 0.0010233008146841851 0.0018167016780179868 0.0016511185829488906 0.0010526092433407307 0.0010607587795261281 0.0010227561755718545 0.0010011140025455937
leaf_count=248 179 374 572 451 298 1527 261
internal_value=0 3.42518e-05 -1.55955e-05 6.82062e-05 -1.32973e-05 -0.000173855 1.927e-05
internal_weight=0 0.00863261 0.00760506 0.00595394 0.00490133 0.00308463 0.00206187
internal_count=3910 3731 3483 2911 2460 2086 559
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 12 4
split_gain=4.09959e-05 3.40553e-05 5.02309e-05 3.91718e-05 8.18171e-05 6.31583e-05 4.81946e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 0.080120000000000011 -0.018664999999999998
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=-0.0003733284216654148 -0.00022617174471256592 0.00034948417894632391 -0.00041119071771214804 0.0005398130197340848 0.00062468058899677525 -0.00025882303568936112 -6.2987162537453899e-05
leaf_weight=0.0010301717857951484 0.0014566151768894585 0.0011833305789015073 0.0010269286732351845 0.0010399399926375743 0.0010519255284909949 0.0018112756338110906 0.0010005439799821289
leaf_count=633 519 298 576 185 156 1378 165
internal_value=0 4.06643e-05 -8.8043e-06 5.61647e-05 0.000140031 7.6723e-06 0.000244232
internal_weight=0 0.00857056 0.00738723 0.0063603 0.00490369 0.00385176 0.00204048
internal_count=3910 3277 2979 2403 1884 1728 350
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=6
num_cat=0
split_feature=49 160 13 49 3
split_gain=8.94819e-06 3.08648e-05 3.73954e-05 3.48322e-05 8.33896e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.083514999999999992 -0.029304999999999998 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011917653947589847 0.0086765311663376584 0.0070564718043668985 0.0022537687515098849 -0.038904126911927905 -0.002455869801156395
leaf_weight=0.0014449576239160041 0.0010351299560740013 0.0019651293289906112 0.0015462599178695624 0.0010278853566426231 0.0016123229514507075
leaf_count=863 541 726 288 966 526
internal_value=0 -0.00123429 -0.00432357 -0.00966536 -0.0166459
internal_weight=0 0.00759656 0.0061516 0.00418647 0.00264021
internal_count=3910 3369 2506 1780 1492
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=8
num_cat=0
split_feature=147 13 43 12 4 48 42
split_gain=2.39264e-05 3.07094e-05 3.13124e-05 3.86377e-05 7.66355e-05 3.7136e-05 2.53754e-05
threshold=1.0000000180025095e-35 0.11202500000000001 -0.062599999999999989 0.080120000000000011 -0.0010999999999999996 0.090910000000000005 0.087065000000000017
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=0.0003337112483557691 0.00028267740221352204 0.00022991820751706927 0.00035209603074517912 -0.00042552025702422371 -0.00053750305430321497 -1.3268306484828082e-05 -9.6231460105883847e-05
leaf_weight=0.0010146303399148388 0.00101895947332556 0.0013945699439519297 0.0011552460559299186 0.0015973802936938728 0.0010488500717644642 0.0010294137132530259 0.0010999197085518977
leaf_count=812 234 264 210 1376 255 119 640
internal_value=0 -3.56109e-05 -8.89263e-05 -0.000176029 -5.27789e-05 -0.000277837 0.000110069
internal_weight=0 0.00834001 0.00694544 0.00483089 0.00323351 0.00207826 0.00211455
internal_count=3910 3676 3412 1960 584 374 1452
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=7
num_cat=0
split_feature=11 12 4 15 13 52
split_gain=3.68383e-05 2.68312e-05 5.0846e-05 7.08957e-05 3.04185e-05 3.6075e-05
threshold=0.077330000000000024 0.098845000000000016 0.055260000000000011 -0.11399999999999998 -0.00059999999999999995 -0.010284999999999997
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=0.00038679022454957514 -0.00034851391831658391 -0.00021593448666267558 0.00023005831000708272 -0.00045963117883492398 -0.00017968650728569435 0.0002715761741075953
leaf_weight=0.0019886702914726551 0.0010736070317305954 0.001351459049610512 0.001033720505823132 0.0012857602344104192 0.0012383670205256677 0.001513519490500314
leaf_count=1893 279 511 352 330 263 282
internal_value=0 3.71789e-05 8.56308e-05 -0.000152258 0.000202026 6.8505e-05
internal_weight=0 0.0084115 0.00706004 0.00231948 0.00474056 0.00275189
internal_count=3910 3631 3120 682 2438 545
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=7
num_cat=0
split_feature=13 16 12 3 151 15
split_gain=1.33303e-05 3.35266e-05 2.95337e-05 3.677e-05 2.02603e-05 1.98902e-05
threshold=0.11202500000000001 0.15100500000000003 0.090965000000000018 -0.010319999999999998 -0.0088999999999999982 -0.095799999999999982
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=0.019094025175384763 0.0084334839880744108 -0.015294994260405849 -0.01338053349012208 -0.011768655278709517 -0.0047089889147597626 0.014487571766441882
leaf_weight=0.0013351327517641537 0.001525513630100543 0.0014743127659314001 0.0010623900102422774 0.0010852616388388808 0.001069385368203845 0.001089802465876007
leaf_count=1591 288 565 858 185 259 164
internal_value=0 -0.0018677 0.00164101 0.00512576 -0.000622356 0.00498005
internal_weight=0 0.00711629 0.00564197 0.00457958 0.00324445 0.00215919
internal_count=3910 3622 3057 2199 608 423
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=6
num_cat=0
split_feature=13 16 12 15 15
split_gain=1.08075e-05 2.72258e-05 2.67452e-05 6.45452e-05 2.69456e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.015439999999999997 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0074784005585983582 0.007595556764629148 -0.013797893654693423 -0.0084298346227174564 0.026721232789832339 -0.012529440074487806
leaf_weight=0.0014145152016600154 0.0015244831030625516 0.001471035731036849 0.0018356197679940357 0.0010973606558136451 0.0012842199872377369
leaf_count=377 288 565 2213 191 276
internal_value=0 -0.00168394 0.0014803 0.00627239 -0.00204253
internal_weight=0 0.00710275 0.00563172 0.0037961 0.00269874
internal_count=3910 3622 3057 844 653
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=6
num_cat=0
split_feature=3 13 0 49 15
split_gain=1.03506e-05 2.66741e-05 3.72057e-05 3.81984e-05 4.20901e-05
threshold=-0.13927999999999999 -0.090744999999999978 -0.053834999999999994 -0.068409999999999985 -0.064869999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0075348548612304755 0.0094544777429719923 -0.017133548778258831 -0.019884912883329411 -0.0038984166680747102 0.020020831934585124
leaf_weight=0.0014918305519719547 0.0016646998407612926 0.0010301119457292664 0.0012849196745352374 0.0019648445298286717 0.0011759814946019505
leaf_count=373 531 221 381 883 1521
internal_value=0 -0.00162582 -0.00500666 -0.000423197 0.00505738
internal_weight=0 0.00712056 0.00545586 0.00417094 0.00314083
internal_count=3910 3537 3006 2625 2404
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=8
num_cat=0
split_feature=159 1 13 0 0 3 16
split_gain=2.35945e-05 3.35271e-05 2.27066e-05 4.35307e-05 3.89127e-05 3.24236e-05 1.09888e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.13934999999999997 -0.074249999999999997 -0.13027499999999997 -0.115685 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.00029330868239995755 -0.00023910455577570957 0.00033131326143853208 -8.6551138475425088e-05 0.00049076554952982095 -0.00036795621576586157 1.7743493632886963e-05 0.00019888641198311294
leaf_weight=0.0010183842893318742 0.0015302933481140578 0.0011654624135762235 0.0010116365122911299 0.0010639725092744245 0.0013495440550178751 0.0011695437868809687 0.0010638559660626173
leaf_count=633 193 298 169 188 1659 605 165
internal_value=0 2.28147e-05 -2.71994e-05 3.0108e-05 -0.000108771 0.000243075 5.97584e-05
internal_weight=0 0.00835431 0.00718885 0.00565855 0.00342504 0.00223352 0.00207549
internal_count=3910 3277 2979 2786 1993 793 334
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 48 2
split_gain=6.25381e-05 5.03109e-05 5.61587e-05 5.81947e-05 6.73727e-05 0.000124094 5.33381e-05
threshold=0.083215000000000011 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 0.089350000000000013 0.10113500000000002
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=0.00034872808043658407 -0.00047233201100272456 -0.00044540095925529324 9.5069455673120161e-05 0.00045455248130481479 -0.0003702606264948578 0.00065353377740990856 -0.00047433255947934051
leaf_weight=0.0016952264277062482 0.0010017653040289365 0.0010517911541612149 0.0016313837962459612 0.0010978532198555125 0.0016553355764034067 0.0011143995760616622 0.0010329995853947667
leaf_count=800 739 758 359 530 328 176 220
internal_value=0 4.33493e-05 -2.49131e-05 4.27947e-05 -4.03926e-05 0.000104109 -0.000125692
internal_weight=0 0.00927899 0.00758376 0.00653197 0.00543412 0.00377878 0.00266438
internal_count=3910 3171 2371 1613 1083 755 579
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=6
num_cat=0
split_feature=49 3 16 2 0
split_gain=1.14539e-05 3.0594e-05 2.0615e-05 2.56552e-05 2.97203e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018256275544562623 -0.015267570296552683 -0.0049701533162287356 -0.0049629561166377231 -0.0092901984052632496 0.013562597031333676
leaf_weight=0.0010783439639216025 0.0010182150109868228 0.001196227159918566 0.0015658816778621077 0.0018440144913025409 0.0019374713714024612
leaf_count=350 261 209 1972 699 419
internal_value=0 0.00604119 -0.00222622 0.000257039 0.00528229
internal_weight=0 0.00227457 0.00636558 0.00534737 0.00350335
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=8
num_cat=0
split_feature=47 43 1 4 16 4 49
split_gain=2.92221e-05 4.94891e-05 4.61464e-05 4.63018e-05 4.53588e-05 6.55734e-05 4.63732e-05
threshold=0.11669500000000001 -0.18906999999999999 0.085835000000000009 -0.15333499999999997 -0.092014999999999986 -0.0010999999999999996 -0.029304999999999998
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=0.00042744448523033142 -0.00032158218408628533 2.6107135626192994e-05 0.00059269310197177536 -0.00049178238169778738 0.000254393630721647 -0.00037841796203254329 4.184380351138251e-05
leaf_weight=0.001053168333149718 0.0010213749848780864 0.001318426580747295 0.0010338361276739788 0.0013365673071560622 0.001136290149391076 0.0014117316086519483 0.0013611968806413986
leaf_count=248 179 139 127 1887 745 251 334
internal_value=0 2.911e-05 -2.61033e-05 -0.000234607 8.58873e-05 -9.62157e-05 0.000279623
internal_weight=0 0.00865122 0.00759805 0.00265499 0.00494305 0.00254802 0.00239503
internal_count=3910 3731 3483 2026 1457 996 461
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=7
num_cat=0
split_feature=147 2 48 15 13 3
split_gain=2.62033e-05 2.50834e-05 4.0125e-05 3.10594e-05 5.5234e-05 4.44092e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.094119999999999995 -0.10939499999999998 -0.075679999999999983
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=0.00014805695057958033 0.00029308135754132418 -0.00033143644769546805 0.00034111601098689773 0.00023252609633017093 -0.0005399287278406254 -7.9622519144924617e-05
leaf_weight=0.0018649813116102826 0.0010039882406667989 0.0010128477253937432 0.0011102423073048179 0.00106905884714051 0.0014312741193192036 0.0018440296371536888
leaf_count=507 234 327 321 136 1826 559
internal_value=0 -4.22299e-05 -2.21096e-06 -6.35985e-05 -0.00015446 -0.000280772
internal_weight=0 0.00833243 0.00731959 0.00620934 0.00434436 0.0032753
internal_count=3910 3676 3349 3028 2521 2385
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 13
split_gain=3.05417e-05 4.5677e-05 4.72318e-05 4.43131e-05 4.72482e-05 5.64832e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.10575999999999998 -0.0019849999999999994
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=-0.00031248512623493596 0.00036593275472521664 -0.00038565184217945122 0.00019956829584654245 0.00038025628789747283 6.533570004715021e-05 -0.00046758636666121119
leaf_weight=0.0010641923932119659 0.0013861662030422535 0.0011578336517686638 0.0019903329958802928 0.0012230409051539413 0.0016059034522744057 0.0014595993240044687
leaf_count=633 408 274 299 378 1355 563
internal_value=0 3.9152e-05 -2.17583e-05 4.53442e-05 -3.56733e-05 -0.000188408
internal_weight=0 0.00882288 0.00743671 0.00627888 0.00505584 0.0030655
internal_count=3910 3277 2869 2595 2217 1918
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=9
num_cat=0
split_feature=15 16 150 16 4 2 0 16
split_gain=3.97024e-05 3.73511e-05 4.95729e-05 5.70683e-05 6.04693e-05 4.14566e-05 6.26297e-05 1.5292e-05
threshold=-0.26361999999999991 0.3935300000000001 0.077110000000000012 -0.30307999999999996 0.044585000000000007 0.10113500000000002 -0.072559999999999986 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -4
right_child=1 -3 7 4 -6 -7 -8 -9
leaf_value=0.00034330935666163873 -0.00049697868188951059 -0.0003946483689589593 0.00043930829703749406 -0.00031326462026182156 0.00041199189853544115 -0.00041504948451831291 0.00032858718838910507 9.9141280196484807e-05
leaf_weight=0.0011624163249938828 0.0010729836547140889 0.0010220788939143324 0.0010036144482503133 0.0010839998812776188 0.0010765859808000108 0.0011999642527587063 0.0012683742595453378 0.001029060795931139
leaf_count=302 229 359 144 1738 194 316 288 340
internal_value=0 -4.23678e-05 4.18399e-06 -8.95415e-05 4.90241e-06 -0.000118472 3.28148e-05 0.000267096
internal_weight=0 0.00875666 0.00773458 0.00570191 0.00462892 0.00355234 0.00235237 0.00203268
internal_count=3910 3608 3249 2765 2536 2342 2026 484
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=8
num_cat=0
split_feature=47 43 16 2 160 13 3
split_gain=3.68073e-05 5.9032e-05 4.19474e-05 3.81414e-05 3.06387e-05 4.4083e-05 4.22354e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.11542500000000001 -1.0000000180025095e-35 -0.083514999999999992 -0.00088499999999999983
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=0.00047175071601673673 -0.0003573558978045055 -0.00027608346859153736 -0.00031795483953678602 0.00038774715537978556 0.00037573291978957956 -0.00037844735295467213 0.00013551633020045711
leaf_weight=0.0010598731839910327 0.0010098745817495652 0.0013364265079498262 0.0014840866086337605 0.001059733564089194 0.0012206101911709493 0.0010512876600237179 0.0014802454419094227
leaf_count=248 179 919 504 327 513 1084 136
internal_value=0 3.81294e-05 -2.20855e-05 4.93319e-05 -2.11457e-05 6.96572e-05 -7.7921e-05
internal_weight=0 0.00869226 0.00763239 0.0061483 0.00508857 0.00375214 0.00253153
internal_count=3910 3731 3483 2979 2652 1733 1220
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=8
num_cat=0
split_feature=50 15 4 1 52 3 4
split_gain=4.67861e-05 5.68298e-05 4.61521e-05 3.63747e-05 4.53987e-05 2.98999e-05 4.68626e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.10004000000000002 -0.08799499999999999 0.090325000000000003 -0.078094999999999984
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=0.00042196830730811358 -0.00039601478443144632 -0.00038046219007260688 -0.00028190330218770581 0.0003508208147881733 0.00021718646998595826 0.00037787646149946606 -0.00034557522735139464
leaf_weight=0.0013443650966847185 0.0010039892611997765 0.001006816491805475 0.0018796109105229056 0.0013703676604172035 0.00130807320120029 0.0010020124043828571 0.0010067564239725553
leaf_count=401 779 471 357 396 686 58 762
internal_value=0 5.0452e-05 -1.54943e-05 7.24479e-05 -1.57813e-05 9.49164e-05 -2.75676e-05
internal_weight=0 0.008918 0.00757364 0.00569403 0.00432366 0.00331684 0.00231483
internal_count=3910 3131 2730 2373 1977 1506 1448
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=7
num_cat=0
split_feature=47 43 16 1 3 0
split_gain=2.36097e-05 4.05843e-05 4.16963e-05 4.59903e-05 3.52595e-05 2.60827e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 1.0000000180025095e-35 -0.0038649999999999999 -0.23029999999999998
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=0.00040101823139932229 -0.00028540500748239624 -0.00028121370741454236 -0.00029525715597044445 0.00036757904196071462 0.00022905110678340517 -0.00014834641538798469
leaf_weight=0.0010147586239541212 0.0010002404055165963 0.001202927439571802 0.0016198583195704136 0.0017602797585527796 0.0012416140020994615 0.0016262409469123872
leaf_count=248 179 1554 572 908 124 325
internal_value=0 3.31421e-05 -1.69598e-05 6.03506e-05 0.000149129 1.50447e-05
internal_weight=0 0.00846568 0.00745092 0.00583106 0.00462813 0.00286785
internal_count=3910 3731 3483 2911 1357 449
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=8
num_cat=0
split_feature=4 15 4 1 52 2 15
split_gain=1.18251e-05 3.71532e-05 2.76013e-05 3.17089e-05 2.42425e-05 3.64485e-05 3.85952e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.10444500000000001 -0.088354999999999989 0.096750000000000017 -0.016339999999999997
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=-0.016552443691727994 0.017460531973655741 -0.0075894379958357117 -0.016733705047515309 0.016293448255788701 0.023159304341255904 -0.012696289918963889 -0.0045576613666864956
leaf_weight=0.001023077605720697 0.001289884423237127 0.0010944590182550636 0.0010959748547939687 0.0010462910300774817 0.001008604979962011 0.0011957612335262292 0.0010009892144805387
leaf_count=579 333 216 347 347 457 296 1335
internal_value=0 0.00596212 -0.00229359 0.000706756 -0.00315004 0.0011277 0.00935334
internal_weight=0 0.00238434 0.0063707 0.00527472 0.00422843 0.00320536 0.00200959
internal_count=3910 549 3361 3014 2667 2088 1792
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 4
split_gain=2.41222e-05 2.33495e-05 3.96088e-05 5.93666e-05 5.56392e-05 4.40252e-05 2.68139e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.0057500000000000008 -0.070414999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00028673256641736374 0.000272840716186447 -0.00035453640599941515 0.00013363425348380037 0.00044423107611604945 -0.00038030717568765125 0.0003577439982808331 -0.00031223074680485324
leaf_weight=0.0010268070116247743 0.0013036613845256008 0.0011008927299455155 0.0010150387894191592 0.0011802643578017946 0.0013726461484245235 0.00138002590023665 0.00106025228716855
leaf_count=633 408 274 830 378 543 192 652
internal_value=0 3.16144e-05 -1.26214e-05 5.0028e-05 -4.63406e-05 8.63297e-05 -9.41552e-05
internal_weight=0 0.00841278 0.00710912 0.00600823 0.00482796 0.00345532 0.00207529
internal_count=3910 3277 2869 2595 2217 1674 1482
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=6
num_cat=0
split_feature=376 43 0 49 3
split_gain=1.38055e-05 2.84922e-05 3.86874e-05 2.93417e-05 5.87502e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 -0.029304999999999998 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.0063884940434050137 0.01099483646582676 0.0060038215872488358 0.018584155290024138 -0.023923885299992835 0.001291000517233531
leaf_weight=0.0011316667244055561 0.0010033114272625923 0.001526869791172991 0.0013730051044403343 0.0017310577312623166 0.0019821137102362801
leaf_count=1104 206 269 313 1705 313
internal_value=0 -0.00147212 0.00730095 -0.00566554 -0.010464
internal_weight=0 0.00774471 0.00250467 0.00524004 0.00371317
internal_count=3910 3704 1417 2287 2018
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=7
num_cat=0
split_feature=4 1 4 1 3 3
split_gain=1.1229e-05 3.14777e-05 2.39686e-05 2.51676e-05 4.28024e-05 6.55724e-05
threshold=0.24280000000000004 0.11235500000000002 0.055260000000000011 0.094385000000000011 -0.115685 0.086245000000000016
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=0.013018796832183746 -0.0064097826335919074 0.016638035115805371 -0.015717424973759494 0.010792844051304755 -0.026513118067787673 0.0054404315718095415
leaf_weight=0.001038791219668237 0.0011166729022384398 0.0012625744960703665 0.0010917327228589513 0.0016508305059510443 0.0013256632916370178 0.0012456972038917833
leaf_count=210 206 343 347 613 2062 129
internal_value=0 0.0058208 -0.00223347 0.000564653 -0.00411244 -0.0110332
internal_weight=0 0.00237925 0.00635271 0.00526098 0.00361015 0.00257136
internal_count=3910 549 3361 3014 2401 2191
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=7
num_cat=0
split_feature=159 4 0 48 15 3
split_gain=2.83726e-05 3.56636e-05 3.97819e-05 5.41568e-05 8.59367e-05 5.38236e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.14867499999999997 0.086065000000000016 -0.017214999999999998 -0.032959999999999996
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=-0.00029977446475123228 -0.00031022128860666364 0.00030217232256059403 -0.00044135512492561677 0.00045393560594193875 -0.00010105566034236208 0.00041803203580542816
leaf_weight=0.0010541888403001369 0.001440638799202045 0.0016300051775258563 0.001401263476299383 0.0010606674181210798 0.0016246242111118609 0.0014564800102647999
leaf_count=633 197 412 603 488 1395 182
internal_value=0 4.10189e-05 -1.99349e-05 5.55107e-05 -3.8769e-05 0.000144324
internal_weight=0 0.00861368 0.00698367 0.00554304 0.00448237 0.0030811
internal_count=3910 3277 2865 2668 2180 1577
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 16 16
split_gain=2.80264e-05 3.52629e-05 3.55199e-05 7.28679e-05 5.79148e-05 4.01562e-05 2.735e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086065000000000016 0.084100000000000022 0.15100500000000003 -0.061204999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00030967379518648502 0.00032797181390103254 -0.00029245947069353733 2.2742889244534307e-05 0.00051412386329729531 -0.00038302742371807281 -0.00021932384733553751 0.00047352498609580068
leaf_weight=0.0010304957994663822 0.0013140653416711234 0.0014755436745159563 0.0010230868710534961 0.0010538341107434032 0.0014413723111158286 0.0010546618989988382 0.0010470599387364409
leaf_count=633 408 187 701 429 970 245 337
internal_value=0 3.2929e-05 -2.17116e-05 4.93736e-05 -5.78866e-05 9.20903e-05 0.000250744
internal_weight=0 0.00840962 0.00709556 0.00562002 0.00456618 0.00312481 0.00207015
internal_count=3910 3277 2869 2682 2253 1283 1038
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=8
num_cat=0
split_feature=47 43 16 52 15 15 49
split_gain=2.38184e-05 5.29272e-05 5.50727e-05 4.36095e-05 7.11437e-05 4.29587e-05 4.96318e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 0.084240000000000023 -0.0063699999999999989 -0.14487999999999998 -0.047309999999999998
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=0.00045051787185915887 -0.00028551413301719194 0.00030175344386332303 -0.00034319194422083505 -0.00027863158570629054 0.00049403801664723852 0.00011737366743412377 -0.00048713050462934835
leaf_weight=0.0010316595120591588 0.0010010944557099317 0.0010588871926004509 0.0016198125072954435 0.0011390490668740164 0.0015426553093990771 0.001050669842350005 0.001038128593110955
leaf_count=248 179 292 572 1085 734 267 533
internal_value=0 3.42854e-05 -2.33598e-05 6.5512e-05 0.000149087 -1.99703e-05 -0.000183064
internal_weight=0 0.00848086 0.0074492 0.00582939 0.00469034 0.00314769 0.0020888
internal_count=3910 3731 3483 2911 1826 1092 800
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=8
num_cat=0
split_feature=47 4 1 4 15 4 3
split_gain=3.23218e-05 5.25727e-05 7.55979e-05 4.85805e-05 4.50288e-05 2.83751e-05 1.74902e-05
threshold=0.11669500000000001 0.24280000000000004 0.11235500000000002 -0.0010999999999999996 -0.021529999999999997 -0.23071499999999998 0.0066850000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=0.00040456678046093847 -0.00032878917096664775 -4.7336669722974678e-05 0.00066596599359531553 -0.00047584259476965364 -0.0002484589438848659 0.00013235709858947978 -0.00012551270250429534
leaf_weight=0.0011437938135667241 0.0010202807829634989 0.0011900347295552972 0.0010985953559004328 0.001014675600271079 0.0014613313097788599 0.0015503310800255078 0.0011910208190282906
leaf_count=588 179 197 315 589 258 1646 138
internal_value=0 4.02135e-05 0.000295065 -5.14776e-05 7.33632e-05 -5.2424e-05 -0.000286673
internal_weight=0 0.00864978 0.00228863 0.00636115 0.00415546 0.00301166 0.0022057
internal_count=3910 3731 512 3219 2492 1904 727
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=7
num_cat=0
split_feature=376 43 2 457 13 1
split_gain=1.33054e-05 2.59901e-05 3.63459e-05 2.4471e-05 3.23746e-05 3.26884e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 0.095575000000000007
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=0.017825922717269193 0.010773227600393634 0.0040978843048076717 -0.0063344111565045843 0.0085001478279158812 -0.028544730947246483 -0.0065618946191172136
leaf_weight=0.0013798087453511783 0.0010084740418231488 0.0013353658259408524 0.0011347105597334145 0.0010155044849992859 0.0010756757077689558 0.0018225297660682442
leaf_count=576 206 284 841 174 1405 424
internal_value=0 -0.00143637 0.00692325 -0.00544096 -0.00878501 -0.0147209
internal_weight=0 0.0077636 0.00251452 0.00524908 0.00423357 0.00289821
internal_count=3910 3704 1417 2287 2113 1829
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=7
num_cat=0
split_feature=51 484 52 49 12 3
split_gain=1.18221e-05 2.76049e-05 2.88697e-05 6.23643e-05 4.99996e-05 4.88166e-05
threshold=0.08955500000000001 0.073820000000000011 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.015064999999999997
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=-0.015313283827243991 -0.0088692575560489813 0.016750862584929301 0.020645911465748457 0.019149314240501498 -0.020360301686335347 -0.0082389145767996271
leaf_weight=0.0011466114979763698 0.0012902379996458987 0.0010237275515172367 0.0013603184867743761 0.0011511619675046931 0.0012871130857887172 0.0014972066402005198
leaf_count=619 487 456 284 1129 634 301
internal_value=0 0.0014971 -0.000926792 0.00218808 -0.00419197 0.00366588
internal_weight=0 0.00746614 0.00644241 0.0052958 0.00393548 0.00264837
internal_count=3910 3423 2967 2348 2064 1430
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=7
num_cat=0
split_feature=159 15 16 52 3 15
split_gain=2.74838e-05 3.08915e-05 4.85205e-05 5.05462e-05 4.21333e-05 4.1138e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.06136500000000001 -0.078669999999999976 -0.017214999999999998
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=-0.00030891770227710645 0.00031462487042489232 -0.00039887895132106741 -0.00036159173771784355 0.00035883636605163927 -0.00010869913691709421 0.0003561506258877351
leaf_weight=0.0010018500157737307 0.0012827628564397982 0.00107828300102764 0.0012316954707136721 0.0015397176822971514 0.001938617836313632 0.0011759259063993429
leaf_count=633 408 274 1052 764 458 321
internal_value=0 3.50068e-05 -1.64968e-05 5.3554e-05 -5.45967e-05 6.68094e-05
internal_weight=0 0.008247 0.00696424 0.00588596 0.00434624 0.00311454
internal_count=3910 3277 2869 2595 1831 779
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=6
num_cat=0
split_feature=157 49 1 43 3
split_gain=1.22569e-05 2.21554e-05 3.56439e-05 5.70861e-05 5.52716e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 0.11986000000000001 -0.073139999999999983 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0095623793647817423 0.016823255165833551 0.013898016225619904 -0.01572327991986058 -0.016024081069666855 0.010643949840468042
leaf_weight=0.0011683187972313354 0.0018587326450215302 0.0012014567588537811 0.0012939443763692144 0.0019120079985911805 0.0013094188654853237
leaf_count=703 790 578 299 1391 149
internal_value=0 0.00144174 -0.000906151 0.00286785 -0.00518428
internal_weight=0 0.00757556 0.0063741 0.00508016 0.00322143
internal_count=3910 3207 2629 2330 1540
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=7
num_cat=0
split_feature=376 1 47 2 4 2
split_gain=1.13281e-05 2.84256e-05 2.55773e-05 3.648e-05 4.43217e-05 3.53514e-05
threshold=0.048375000000000008 0.12864500000000004 0.09252500000000001 0.084235000000000018 -0.0031049999999999997 0.11230000000000001
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=0.012521605953858365 0.0099647935812965435 0.013532202255229135 -0.018058088771779703 -0.017326094489085311 0.01498991539042399 -0.010202766267702518
leaf_weight=0.0014538238709672687 0.0010043282961461671 0.0011036910531504358 0.0010575224463592135 0.001860480777193532 0.0012258213354706623 0.0010208835785444508
leaf_count=819 206 276 329 1535 492 253
internal_value=0 -0.00132514 -0.00380271 -0.0010918 -0.00591055 0.00354258
internal_weight=0 0.00772222 0.00661853 0.00556101 0.00410719 0.0022467
internal_count=3910 3704 3428 3099 2280 745
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=7
num_cat=0
split_feature=51 484 52 49 12 3
split_gain=1.12307e-05 2.48418e-05 2.37084e-05 4.93311e-05 4.16443e-05 4.02287e-05
threshold=0.08955500000000001 0.073820000000000011 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.015064999999999997
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=-0.013904470095904571 -0.0086561219691300827 0.015986680563787936 0.01847327575912075 0.01753016214510383 -0.018547590598010439 -0.0073576014950196529
leaf_weight=0.0011408078068342606 0.0012847477646973022 0.0010173210220927485 0.0013509546996865254 0.0011495730364084926 0.0012729460129139794 0.0014929601089765879
leaf_count=619 487 456 284 1129 634 301
internal_value=0 0.00147016 -0.00083472 0.00199643 -0.00368856 0.00346925
internal_weight=0 0.00742456 0.00640724 0.00526643 0.00391548 0.00264253
internal_count=3910 3423 2967 2348 2064 1430
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 3
split_gain=2.11129e-05 3.36511e-05 5.13679e-05 4.98324e-05 3.55718e-05 4.02859e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.10575999999999998 -0.078669999999999976
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=-0.00027411511990131562 0.00031886015493135618 -0.0004187111867980268 0.00016662055214880381 0.00041276312300687445 -0.00049007614749834176 -4.3461806987112011e-06
leaf_weight=0.0010003246063633843 0.0012862561311609661 0.0010830470641568649 0.0018706701339558695 0.0011462299064167233 0.001034462358203277 0.0017966748952384507
leaf_count=633 408 274 299 378 1343 575
internal_value=0 2.7587e-05 -2.64669e-05 4.61761e-05 -4.31923e-05 -0.000181826
internal_weight=0 0.00821734 0.00693108 0.00584804 0.00470181 0.00283114
internal_count=3910 3277 2869 2595 2217 1918
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=6
num_cat=0
split_feature=457 39 52 13 15
split_gain=1.24102e-05 2.48962e-05 3.14042e-05 5.90347e-05 7.30426e-05
threshold=0.084485000000000018 0.005105000000000001 -0.091329999999999981 -0.11267999999999999 -0.094924999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014048281718617517 -0.0092212406083135232 0.014515990770479666 0.01331458395066723 0.0036356156516975675 -0.024440537968457205
leaf_weight=0.0011278190696623024 0.0012557006766628067 0.001231368916020434 0.0013737016805123181 0.0017836389533931536 0.0019284846541676236
leaf_count=665 286 399 229 390 1941
internal_value=0 0.00152587 -0.0010484 -0.0043962 -0.0109502
internal_weight=0 0.00744501 0.00621364 0.00508583 0.00371212
internal_count=3910 3624 3225 2560 2331
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=8
num_cat=0
split_feature=47 43 16 2 160 13 3
split_gain=2.73718e-05 3.81659e-05 5.69027e-05 3.4666e-05 4.06422e-05 3.35653e-05 3.41007e-05
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.11542500000000001 -1.0000000180025095e-35 -0.083514999999999992 -0.00088499999999999983
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=0.00037471190800374946 -0.00030263826351807947 -0.00029257248825907792 -0.00036013958887070441 0.00038256880054516576 0.00037340906155276246 -0.0002987498706336592 0.00016058153119065255
leaf_weight=0.0010904817912780257 0.0010567402833095629 0.0013615203120665208 0.001499087290390797 0.0010922574029813307 0.0012004102002437103 0.0010361196996632527 0.0015524820853324011
leaf_count=248 179 919 504 327 513 1084 136
internal_value=0 3.12781e-05 -1.70963e-05 6.52791e-05 -2.00756e-06 0.000102402 -2.32715e-05
internal_weight=0 0.00883236 0.00774188 0.00624279 0.00515053 0.00378901 0.0025886
internal_count=3910 3731 3483 2979 2652 1733 1220
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=7
num_cat=0
split_feature=157 0 43 4 3 0
split_gain=1.14532e-05 2.05465e-05 5.01928e-05 3.82289e-05 3.03452e-05 1.78118e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.080894999999999981 -0.0017649999999999999 0.045635000000000002 0.14676000000000003
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=-0.0092677133967131696 -0.017704210196050466 0.019079074277287472 0.020618245272344224 -0.014987602294477598 0.0059846579120996649 0.00065770264439532163
leaf_weight=0.0011622866421847362 0.0014602248538450845 0.0010419838300166325 0.0010244647827936369 0.0010969957746033165 0.0018592215304662513 0.0010576715834442838
leaf_count=703 791 228 1253 590 261 84
internal_value=0 0.00139668 -0.00184601 0.00397121 -0.00179775 0.00979957
internal_weight=0 0.00754056 0.00544091 0.00398068 0.00295622 0.00209966
internal_count=3910 3207 2895 2104 851 312
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 1 12
split_gain=3.42648e-05 3.15398e-05 4.49637e-05 6.10268e-05 8.48612e-05 6.95136e-05 3.13239e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 0.090905000000000014 0.080120000000000011
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=-0.00033406539964594652 -0.00029318651250691714 0.00033997922957969929 -0.00038803624484135712 0.00042704688107310888 0.00064240446826313179 -0.00040446932610052589 9.5445071374053584e-06
leaf_weight=0.0010440838837159567 0.0014890439910926062 0.0011793472660633492 0.0010181372567159503 0.0011858497597398683 0.0010914421939449367 0.0010605605133253851 0.0016553463237095945
leaf_count=633 519 298 576 183 156 356 1189
internal_value=0 4.19031e-05 -4.96584e-06 5.52013e-05 0.000159096 2.38992e-05 0.0001838
internal_weight=0 0.00867973 0.00750038 0.00648224 0.0049932 0.00390176 0.0028412
internal_count=3910 3277 2979 2403 1884 1728 1372
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=7
num_cat=0
split_feature=47 43 16 1 15 2
split_gain=2.25515e-05 5.77893e-05 4.4029e-05 4.4751e-05 4.9297e-05 5.42688e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 1.0000000180025095e-35 -0.0089749999999999986 0.089910000000000004
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=0.00046172657163537692 -0.00027661781148930387 -0.00028809587204179434 -0.0003140263995778121 -0.00027089828169302166 0.00047254928206125722 0.0002276994578723468
leaf_weight=0.001057157443298486 0.0010146306319239089 0.0011923382882945387 0.0016212648758336659 0.001455884993220627 0.0012402539460527003 0.0019816764913657397
leaf_count=248 179 1554 572 390 588 379
internal_value=0 3.25669e-05 -2.79943e-05 5.10043e-05 0.000137438 1.6532e-05
internal_weight=0 0.00854858 0.00749142 0.00587015 0.00467782 0.00343756
internal_count=3910 3731 3483 2911 1357 769
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=8
num_cat=0
split_feature=50 4 2 48 52 2 13
split_gain=4.5129e-05 5.4427e-05 4.14343e-05 5.16329e-05 8.93354e-05 3.27039e-05 3.82674e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.11339500000000001 0.089350000000000013 -0.092854999999999979 0.084235000000000018 -0.083514999999999992
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=-0.00055811062611895324 -0.00039219360046654995 0.00036092957055888872 -0.00039300155149528675 0.00042903234337668866 0.00029173904887973674 0.00023497958077361533 -0.00025472337245420197
leaf_weight=0.0010557419134550362 0.001011090067372507 0.0016988943939251341 0.0010306351382928826 0.0010458253243308957 0.0016816867474950415 0.0010179118447275989 0.0015442632594039629
leaf_count=430 779 396 323 292 484 376 830
internal_value=0 4.45241e-05 -2.83521e-05 3.08749e-05 -4.76976e-05 7.92774e-05 -6.01721e-05
internal_weight=0 0.00907496 0.00737606 0.00634543 0.0052996 0.00424386 0.00256218
internal_count=3910 3131 2735 2412 2120 1690 1206
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=7
num_cat=0
split_feature=147 2 48 13 15 3
split_gain=2.27407e-05 2.97324e-05 3.69809e-05 3.66586e-05 4.9329e-05 7.34528e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.092059999999999989 -0.075679999999999983
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=0.00017164202876392715 0.00027599565861874322 -0.0003425103993243812 0.00033493048022417991 0.00012099667669937316 -0.00068740503989787503 -3.425324163042802e-05
leaf_weight=0.0019726201434499373 0.0010130701429058872 0.001056990145164487 0.0011338368940953985 0.0016079473432793821 0.0011535986370449997 0.0015533123788725599
leaf_count=915 234 327 321 354 1256 503
internal_value=0 -3.48334e-05 8.98787e-06 -4.97902e-05 -0.000151022 -0.000312606
internal_weight=0 0.00847831 0.00742132 0.00628748 0.00431486 0.00270691
internal_count=3910 3676 3349 3028 2113 1759
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=7
num_cat=0
split_feature=3 160 151 1 1 3
split_gain=1.23317e-05 2.15197e-05 3.24386e-05 3.88493e-05 4.20351e-05 1.9549e-05
threshold=-0.15464999999999998 0.041025000000000006 -0.0060399999999999994 0.095575000000000007 0.11986000000000001 0.0048550000000000008
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=0.010428441347820424 -0.014979175100481744 -0.011915997326823764 -0.012589560584306811 0.024640763978880292 9.3073526549323818e-05 0.0057198441188265094
leaf_weight=0.0010001794814258639 0.0010265960081967049 0.0015485236491884474 0.0013839208359153264 0.0014096880661898469 0.0013809109878585659 0.001007805885238851
leaf_count=259 452 587 1833 324 321 134
internal_value=0 -0.00136951 0.00126081 0.00447788 0.0124935 -0.0048745
internal_weight=0 0.00775745 0.00620892 0.00518233 0.0027906 0.00239173
internal_count=3910 3651 3064 2612 645 1967
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=3.15682e-05 3.7836e-05 2.89596e-05 4.88827e-05 7.38431e-05 6.44271e-05 3.52507e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091955000000000023 -0.0088999999999999982 0.25367000000000006 -0.092424999999999993 0.15100500000000003
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=-0.00032437249477332628 -0.00028004345291015865 0.00036190924000346008 -0.00032383878228397649 -0.00042723424086939737 0.00058062183987998243 0.00033493911429250989 -0.00010583834202823065
leaf_weight=0.0010441245168550653 0.0014746168792677556 0.0011856859939247972 0.0010103487855285054 0.0010037443264096753 0.0010776824953392544 0.0016629452860995849 0.0012016309478579648
leaf_count=633 518 298 586 310 156 1062 347
internal_value=0 3.6634e-05 -1.52669e-05 3.32899e-05 0.000126708 2.51491e-07 0.000150042
internal_weight=0 0.00861665 0.00743097 0.00642062 0.004946 0.00386832 0.00286458
internal_count=3910 3277 2979 2393 1875 1719 1409
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=8
num_cat=0
split_feature=159 1 13 151 2 3 15
split_gain=3.62396e-05 3.2283e-05 3.65009e-05 4.86123e-05 5.30378e-05 3.57908e-05 1.4063e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.13934999999999997 -0.0088999999999999982 0.086875000000000022 -0.032959999999999996 -0.089964999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3
right_child=1 6 3 4 5 -7 -8
leaf_value=-0.00034975417214997984 -0.00031032827522757875 0.00041842978857738601 -0.00027302423265402611 -0.00015197011764120561 0.00010742395728840719 0.00057756309699330175 9.112021474673226e-05
leaf_weight=0.0010432405128192176 0.0013989541852963061 0.001005830241278579 0.00135703693189148 0.0013686801617502761 0.00132568991266267 0.0011737652461049557 0.001012937101197167
leaf_count=633 156 293 500 935 989 206 198
internal_value=0 3.71247e-05 -2.90307e-05 4.62821e-05 0.000158303 0.000328205 0.000254199
internal_weight=0 0.00864289 0.00662413 0.00522517 0.00386814 0.00249946 0.00201877
internal_count=3910 3277 2786 2630 2130 1195 491
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.19982e-05 2.38838e-05 2.74384e-05 4.55301e-05 6.3894e-05
threshold=0.11202500000000001 0.15100500000000003 -1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010373557495594982 0.0079525659684383798 -0.012995327624900464 -0.010583770800303371 -0.0038418643171466323 0.025647217894727421
leaf_weight=0.0015092145436362203 0.0015516212893911833 0.0014950008233068045 0.0012597687530404734 0.0013577536240957804 0.0016012730611235141
leaf_count=1044 288 565 343 1288 382
internal_value=0 -0.0017396 0.00119812 0.00533773 0.0121161
internal_weight=0 0.00722301 0.00572801 0.0042188 0.00295903
internal_count=3910 3622 3057 2013 1670
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=8
num_cat=0
split_feature=47 43 52 150 3 16 13
split_gain=2.96376e-05 4.69123e-05 4.29406e-05 3.22952e-05 5.41341e-05 6.6398e-05 3.457e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084240000000000023 0.087235000000000021 0.096385000000000012 -0.083564999999999987 -0.009474999999999999
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=0.00041812492834400255 -0.0003149536599883316 0.00066223927103319557 -0.00027923222058251902 -0.00018875204878807662 -0.00021595299099664452 -0.00018144487082455979 0.00032867248688399158
leaf_weight=0.0010752179602013514 0.0010438621339333631 0.0011305229336101563 0.0018512600690241071 0.001454925100783845 0.0011476938868038651 0.0010361502446692796 0.0010073082232387211
leaf_count=248 179 467 1139 339 191 883 464
internal_value=0 3.46915e-05 -1.9357e-05 6.39267e-05 0.000148993 0.000280955 7.00138e-05
internal_weight=0 0.00870308 0.00762786 0.0057766 0.00432168 0.00317398 0.00204346
internal_count=3910 3731 3483 2344 2005 1814 1347
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=7
num_cat=0
split_feature=147 11 0 48 15 0
split_gain=2.72963e-05 4.08711e-05 4.34321e-05 9.10522e-05 6.08109e-05 4.39692e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 -0.017214999999999998 -0.014809999999999999
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=-0.00029284715054946688 0.00029803592817817531 -0.00041237902175140655 -0.00029507433375788704 0.00059430409469607589 0.00040802006806611122 -7.6384365254476451e-05
leaf_weight=0.0014693883863910861 0.0010245017429992764 0.0010033194881347782 0.0019896200919289377 0.0010954500900098004 0.0013537887608300807 0.0015399053693818435
leaf_count=151 234 284 1056 491 1523 171
internal_value=0 -4.0864e-05 9.1817e-06 8.34107e-05 -3.11955e-05 0.00015024
internal_weight=0 0.00845147 0.00744815 0.00597876 0.00488331 0.00289369
internal_count=3910 3676 3392 3241 2750 1694
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=7
num_cat=0
split_feature=376 43 0 47 4 3
split_gain=1.1831e-05 2.46387e-05 3.30665e-05 2.42457e-05 5.94374e-05 5.60494e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.070894999999999986 0.077065000000000008 -0.06272999999999998 0.094625000000000015
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=-0.0058184537441887309 0.010164279662237919 -0.020793133942066666 0.016894830563113795 -0.017667861017883525 -0.007580950620496631 0.02055794911737352
leaf_weight=0.0011700899073913812 0.0010082693138960368 0.0011425002299643326 0.001417365339045512 0.0012175470822087123 0.0014425724925200369 0.0013899072303122117
leaf_count=1201 206 1101 331 273 563 235
internal_value=0 -0.00134859 0.00662351 -0.00532112 -0.00153928 0.0062269
internal_weight=0 0.00777998 0.00258746 0.00519253 0.00397498 0.00283248
internal_count=3910 3704 1532 2172 1899 798
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=8
num_cat=0
split_feature=159 16 2 2 52 0 0
split_gain=2.36567e-05 2.80777e-05 4.23599e-05 4.40858e-05 7.31725e-05 8.65244e-05 4.60933e-05
threshold=-1.0000000180025095e-35 -0.45301499999999995 0.114165 0.10113500000000002 -0.088354999999999989 -0.071924999999999989 -0.13506999999999997
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=-0.00027770121123259792 -0.00019570260698410121 -0.00024428103727041641 0.00045386156224618381 -0.00028430820214567096 0.00034984564916103644 0.00070360458518573281 -0.00021990874866552033
leaf_weight=0.0010610240777259453 0.0016926143953438048 0.0015274162125452307 0.00102642430712964 0.0013873630277765076 0.0010157187954455992 0.0011709620692958072 0.0011802570349351425
leaf_count=633 356 524 395 326 126 235 1315
internal_value=0 3.18571e-05 8.45615e-05 2.42183e-05 0.000111674 0.000273153 4.36234e-05
internal_weight=0 0.00900076 0.00730814 0.00628172 0.00489435 0.00336694 0.00219598
internal_count=3910 3277 2921 2526 2200 1676 1441
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=7
num_cat=0
split_feature=51 48 40 42 1 2
split_gain=1.18668e-05 2.53557e-05 4.239e-05 4.60537e-05 6.8388e-05 4.70945e-05
threshold=0.08955500000000001 0.092065000000000022 -1.0000000180025095e-35 0.085545000000000024 0.11198000000000001 0.093070000000000014
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=-0.013378492878055596 -0.0088489479496709419 -0.012534590458502262 0.015493888752563184 -0.010139314893313968 0.033853621648574105 -0.009911002805415613
leaf_weight=0.0011601908200804681 0.0012989114040455668 0.0010979072425319168 0.0017341819480058179 0.0011288419473201418 0.0011112132197440934 0.0012597401758355493
leaf_count=327 487 310 1079 1116 175 416
internal_value=0 0.00150471 0.00391532 0.00774876 0.0126677 0.00480438
internal_weight=0 0.00749208 0.00639417 0.00523398 0.00410514 0.00299392
internal_count=3910 3423 3113 2786 1670 1495
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=7
num_cat=0
split_feature=159 1 42 151 4 1
split_gain=2.9225e-05 2.91552e-05 2.71574e-05 4.37343e-05 6.78273e-05 5.79676e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084100000000000022 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00031948888187167913 -0.00027955439128475644 0.00031124345009026232 -0.00021513541186622196 0.00020269605760850289 0.00050320805192391016 -0.00036456661068446587
leaf_weight=0.0010488879347945691 0.0011893317835218221 0.0011961481425901152 0.0019820851300331854 0.0017214823235699363 0.0013795934910258451 0.0011588013162876021
leaf_count=633 347 298 1212 690 247 483
internal_value=0 2.71336e-05 -1.8597e-05 5.28915e-05 0.000145708 -2.55262e-05
internal_weight=0 0.00862744 0.00743129 0.00544921 0.00425988 0.00288028
internal_count=3910 3277 2979 1767 1420 1173
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=7
num_cat=0
split_feature=376 52 2 3 3 43
split_gain=1.14652e-05 2.21525e-05 3.4748e-05 8.06843e-05 7.37219e-05 5.99721e-05
threshold=0.048375000000000008 0.10218500000000001 0.10679500000000001 0.086245000000000016 0.11476000000000001 -0.074254999999999988
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=0.012319371097337335 0.0099893813290985595 -0.013315562705278217 0.0093902305310935852 0.027967255026944755 -0.028850994665455678 -0.014890899227314562
leaf_weight=0.0015136968483889207 0.0010107206652259565 0.0012872525485565587 0.0010019027894392143 0.0012137538005883176 0.0010146527104365165 0.0017423459674763694
leaf_count=924 206 719 436 188 179 1258
internal_value=0 -0.00133247 0.00104564 0.00596181 -0.00985127 -0.00224116
internal_weight=0 0.0077736 0.00648635 0.0044698 0.00201656 0.00325604
internal_count=3910 3704 2985 2370 615 2182
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=6
num_cat=0
split_feature=3 160 43 4 1
split_gain=1.14487e-05 1.93552e-05 3.52097e-05 6.58478e-05 6.3205e-05
threshold=-0.15464999999999998 0.041025000000000006 -0.079109999999999986 -0.00072999999999999985 0.11198000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0099874472445322937 -0.010387231916271901 -0.011325378577559579 0.020507353438268424 -0.021385558712097616 0.010390425294799074
leaf_weight=0.0010099239909322228 0.0018499330088081224 0.0015503802012890198 0.0018317264065830447 0.001172256918784133 0.0013432455120294543
leaf_count=259 965 587 1338 450 311
internal_value=0 -0.00133242 0.00116758 0.00608465 -0.0044176
internal_weight=0 0.00774754 0.00619716 0.00434723 0.0025155
internal_count=3910 3651 3064 2099 761
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=8
num_cat=0
split_feature=159 42 0 2 3 0 16
split_gain=3.04927e-05 3.21947e-05 5.0097e-05 0.000119391 5.40684e-05 7.98022e-05 1.68032e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.0026499999999999996 -0.074249999999999997 -0.15595499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00031928460615215958 -0.00026163082108052535 -0.00034920560883389124 -0.00022329460560023071 0.00075489404008483268 -0.00029112449097009116 0.00042524163821437862 2.8280081304275474e-06
leaf_weight=0.0010475438159979816 0.0012177683832000318 0.001068340938430589 0.0011773575489798021 0.0011077749957516727 0.0013550818913668728 0.0019175369737648518 0.0010180558367928745
leaf_count=633 971 150 1012 383 208 444 109
internal_value=0 3.44707e-05 8.16419e-05 0.000178899 3.55106e-05 0.000178526 -0.000177431
internal_weight=0 0.00886192 0.00764415 0.00555775 0.00444998 0.00309489 0.0020864
internal_count=3910 3277 2306 2047 1664 1456 259
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 16 3
split_gain=3.07022e-05 2.59257e-05 5.55763e-05 4.36444e-05 3.44032e-05 5.49326e-05 3.56141e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.024209999999999999 -0.0088999999999999982 0.15100500000000003 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00032665428861684706 -0.00056574124669748615 -0.00015925202875591651 0.00027035901061966798 -4.1593082272998484e-06 0.00056974081757963811 -9.7618921922979933e-05 9.4643295857193218e-05
leaf_weight=0.0010155835434444106 0.0010711905181043978 0.0012949011322488458 0.0010173194381149706 0.0010571503679496876 0.0015362479991849749 0.0014369509295741123 0.0010024601713391084
leaf_count=633 406 436 157 783 946 417 132
internal_value=0 3.42527e-05 -0.000106614 -0.000286803 0.000118327 0.000208737 0.000382139
internal_weight=0 0.00841622 0.00314566 0.00212834 0.00527056 0.00397566 0.00253871
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 16 16
split_gain=2.51923e-05 2.71186e-05 4.52178e-05 7.723e-05 6.70188e-05 5.1325e-05 5.50577e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.15100500000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0002946714191451262 0.00028914953209015979 -0.00032365789636881417 -1.2815997633876612e-05 0.00055765454415148915 -0.0003944723173582298 -0.00024004832310060088 0.00061392350238308625
leaf_weight=0.0010158527556676676 0.0013299597390948083 0.0014589381278726265 0.0011233251310059401 0.0010008002183820542 0.0014388146657575637 0.001053624538551106 0.0010358009323388085
leaf_count=633 408 187 708 411 976 247 340
internal_value=0 3.21603e-05 -1.59019e-05 6.35333e-05 -4.27786e-05 0.000114726 0.000287851
internal_weight=0 0.00844126 0.0071113 0.00565237 0.00465157 0.00321275 0.00215913
internal_count=3910 3277 2869 2682 2271 1295 1048
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=8
num_cat=0
split_feature=50 133 49 159 3 12 49
split_gain=4.84278e-05 4.79616e-05 6.8979e-05 4.10133e-05 4.61526e-05 8.49855e-05 2.83309e-05
threshold=0.07992500000000001 0.088055000000000008 -0.006494999999999999 0.082325000000000023 0.092005000000000017 0.091555000000000011 -0.081274999999999986
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=4.4181706498465405e-05 -0.0004061380741891146 -0.00035758679262434616 0.00069277769478795937 -0.00011388992238593389 -2.1795722911929493e-05 1.9447137063715153e-05 -0.00035622689161993529
leaf_weight=0.0013499061633178249 0.001013270621665399 0.0010060213968816666 0.0019160885157197569 0.0010805487507189755 0.0011445010685779459 0.0011551806458484145 0.0013677333412438714
leaf_count=241 755 707 874 408 144 469 312
internal_value=0 4.59599e-05 9.66186e-05 0.000226927 0.000314283 0.000439521 -0.000157336
internal_weight=0 0.00901998 0.00801396 0.00529632 0.00421577 0.00307127 0.00271764
internal_count=3910 3155 2448 1895 1487 1343 553
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.11215e-05 2.30373e-05 4.48407e-05 5.68712e-05 3.97075e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 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=-0.0067526799730790567 -0.0067458772677478204 -0.016599057315857698 0.032326979158595136 0.001815560170289872 0.0069544575868884509
leaf_weight=0.0019239975870410072 0.0015290426164855202 0.0014541599026113912 0.0010765084386682277 0.0014124089155801366 0.0014095345227179673
leaf_count=1218 187 566 344 1140 455
internal_value=0 0.00184762 0.00673223 0.0150124 -0.00500582
internal_weight=0 0.00688165 0.00401796 0.00248892 0.00286369
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=7
num_cat=0
split_feature=42 160 160 3 3 42
split_gain=1.02795e-05 3.25563e-05 2.52093e-05 4.05955e-05 6.18648e-05 6.56875e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 -0.13309499999999996 0.085330000000000003
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=-0.0086150534384193955 -0.010970440835224627 -0.0040229375635168303 -0.0091357465446062752 -0.0051955787271926283 0.042826231354101213 0.007250077649831964
leaf_weight=0.0012029246439737946 0.0016752163588395512 0.0011781436417909962 0.0010615135617147815 0.0015942692240510947 0.0010166434857348345 0.001060260750043486
leaf_count=1060 1040 212 332 252 256 758
internal_value=0 0.00133504 0.00482259 0.00787806 0.0142813 0.0246646
internal_weight=0 0.00758605 0.00591083 0.00484932 0.00325505 0.0020769
internal_count=3910 2850 1810 1478 1226 1014
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=1.03983e-05 2.4104e-05 2.66229e-05 2.58756e-05 3.77552e-05 4.75286e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097360000000000016 -0.032264999999999995
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=-0.026005119273144334 0.0095462106136173577 0.012410433095865954 0.0077519313699884081 -0.019587509038964744 0.012213870485604184 0.0012715843574529675
leaf_weight=0.0010555126446674488 0.0010058942977529319 0.0011060045133245025 0.001591021201410794 0.0012463937896194412 0.0011435950360805854 0.0016181101641625938
leaf_count=1309 206 276 399 392 421 907
internal_value=0 -0.00125991 -0.00353193 -0.0070774 -0.00299261 -0.00949692
internal_weight=0 0.00776064 0.00665463 0.00506361 0.00381722 0.00267362
internal_count=3910 3704 3428 3029 2637 2216
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=6
num_cat=0
split_feature=2 150 4 3 15
split_gain=1.09242e-05 3.25731e-05 2.94461e-05 3.85455e-05 4.49746e-05
threshold=0.11462500000000002 0.090695000000000012 0.15045000000000003 0.092005000000000017 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01435917117476799 0.007091915429002219 -0.018144823154925861 0.014079295916718478 -0.019992169643021626 -0.0080221428085613753
leaf_weight=0.0016383549315117612 0.0017325385157850965 0.0010360686546053962 0.0013463215003726723 0.0010104749346243648 0.0019864052005685094
leaf_count=943 599 248 265 151 1704
internal_value=0 -0.00177488 0.00106057 -0.00272077 0.00209398
internal_weight=0 0.00701763 0.00598156 0.00463524 0.00362476
internal_count=3910 3311 3063 2798 2647
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=8
num_cat=0
split_feature=47 52 150 4 4 3 1
split_gain=3.27243e-05 4.00399e-05 3.04105e-05 3.48241e-05 5.65055e-05 5.23051e-05 2.35092e-05
threshold=0.11669500000000001 0.11401500000000002 0.087235000000000021 0.25367000000000006 -0.0010999999999999996 -0.078669999999999976 0.085990000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-8.4410479814891107e-05 -0.00033954845139229692 -0.00032191745767058184 -0.00015824131949780085 0.00043904587755933715 -0.00028786477838756857 0.00019311700367411779 0.00061647513442517217
leaf_weight=0.0014504369105215386 0.0010070738042018473 0.0010645445647746834 0.001572231193093165 0.0012514775679706696 0.0012417020383062296 0.0010134245269222309 0.0010037905888101704
leaf_count=1441 179 606 363 298 500 215 308
internal_value=0 3.40346e-05 8.43364e-05 0.000148319 7.10601e-05 0.000199584 0.000403785
internal_weight=0 0.00859761 0.00753306 0.00596083 0.00470935 0.00346765 0.00201722
internal_count=3910 3731 3125 2762 2464 1964 523
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=8
num_cat=0
split_feature=47 43 16 52 15 1 4
split_gain=3.15895e-05 4.67389e-05 5.47498e-05 4.51571e-05 6.39136e-05 5.71062e-05 0.000119568
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 0.084240000000000023 -0.0063699999999999989 0.11167500000000001 0.015635000000000003
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=0.00041648372431869112 -0.00033089946776108654 -0.00027197990145073919 -0.00033653871583380423 -0.00028392599563277233 0.00047532398841532961 -0.00036239462872591084 0.00066463573652628431
leaf_weight=0.0010663425705349895 0.0010316344461187349 0.0010766991951196869 0.0016612160413192779 0.0011436574831009188 0.0015621476881962325 0.0011332978598393262 0.001020883160197765
leaf_count=248 179 564 572 1085 734 255 273
internal_value=0 3.20671e-05 -2.18847e-05 6.61625e-05 0.000149697 -7.74593e-06 0.000183866
internal_weight=0 0.00866424 0.0075979 0.00593669 0.00479303 0.00323088 0.00209758
internal_count=3910 3731 3483 2911 1826 1092 837
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=7
num_cat=0
split_feature=157 160 12 13 4 1
split_gain=9.71821e-06 5.5196e-05 2.51299e-05 2.54801e-05 3.65107e-05 3.51603e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -0.023959999999999995 -0.083514999999999992 0.0057500000000000008 0.11215000000000001
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=0.0092443656086579097 -0.022147559420688415 -0.011840382546851193 0.015008524990968393 -0.011453546497329858 0.020659481671781568 -0.0039072708912692104
leaf_weight=0.0010014084617518118 0.0010845615605962252 0.0010738653386106207 0.0017160963709066156 0.0015610342226508945 0.0011588350556889461 0.0011715624524323166
leaf_count=590 812 391 537 1200 274 106
internal_value=0 -0.00122269 0.00217395 0.00485776 0.000381336 0.00830902
internal_weight=0 0.00776596 0.00668139 0.00560753 0.00389143 0.0023304
internal_count=3910 3320 2508 2117 1580 380
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=7
num_cat=0
split_feature=376 43 0 47 4 3
split_gain=1.0803e-05 2.23046e-05 3.31464e-05 2.32699e-05 5.17062e-05 6.05246e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.070894999999999986 0.077065000000000008 -0.06272999999999998 0.094625000000000015
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=-0.0062113726857578678 0.0097208676918277611 -0.019426713299308153 0.016519852097610362 -0.017258668534500966 -0.0083695944097479675 0.020974703062085959
leaf_weight=0.0011676921783033076 0.001006639287628547 0.0011324706474182865 0.0014235283153303897 0.0012053513679492296 0.00144765526144524 0.0013662433992484842
leaf_count=1201 206 1101 331 273 563 235
internal_value=0 -0.00129139 0.00627639 -0.00509785 -0.00138353 0.00587806
internal_weight=0 0.00774294 0.00259122 0.00515172 0.00394637 0.0028139
internal_count=3910 3704 1532 2172 1899 798
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=8
num_cat=0
split_feature=159 49 2 2 150 47 3
split_gain=2.94331e-05 3.07343e-05 5.85787e-05 7.91104e-05 4.9103e-05 6.31372e-05 4.47042e-05
threshold=-1.0000000180025095e-35 0.093425000000000022 0.11260500000000001 0.10113500000000002 0.086420000000000011 0.077065000000000008 -0.086589999999999986
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=-0.00031547628268012716 -4.8960438167393731e-05 0.00035470733425217569 0.0003372844891248876 -0.00056325783477878945 -0.00036558122704625178 -0.00026224794255600922 0.00046401722315239251
leaf_weight=0.0010521049739492449 0.0010434935431446423 0.0010023607035047491 0.0015009309060804998 0.0011312885767582569 0.0010579744873843461 0.0012226720839108749 0.0017460223343446154
leaf_count=633 579 435 440 282 213 269 1059
internal_value=0 3.1736e-05 -1.02943e-05 -9.44185e-05 1.01921e-05 0.00010928 0.000272124
internal_weight=0 0.00870474 0.00770238 0.00620145 0.00507016 0.00401219 0.00278952
internal_count=3910 3277 2842 2402 2120 1907 1638
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=7
num_cat=0
split_feature=11 4 49 3 42 3
split_gain=2.21451e-05 4.18816e-05 2.84702e-05 3.31313e-05 2.84021e-05 6.70315e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.090325000000000003 0.084100000000000022 0.045635000000000002
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=0.00058399773513369822 -0.00026976775006266396 -0.00031263109006148172 0.00022165455413781693 -0.00019870953125512045 -0.00010226109194002508 -1.070545308873853e-05
leaf_weight=0.0013981331640849077 0.0010833796884058616 0.0015906835440685912 0.0014601155239433142 0.0014237593787994082 0.0010478251097746456 0.0015218335505453868
leaf_count=1007 279 276 790 196 1129 233
internal_value=0 2.80126e-05 -0.000102037 1.41222e-05 0.000174672 0.000274049
internal_weight=0 0.00844235 0.00447456 0.00288387 0.00396779 0.00291997
internal_count=3910 3631 1262 986 2369 1240
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=7
num_cat=0
split_feature=3 160 52 12 15 1
split_gain=1.08232e-05 1.7809e-05 3.39859e-05 3.99311e-05 5.01114e-05 6.82923e-05
threshold=-0.15464999999999998 0.041025000000000006 0.091210000000000013 0.097345000000000015 -0.017214999999999998 0.10982000000000001
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=0.0096462684895072589 -0.00011120558320804745 -0.010914586024010083 0.014791400811573228 0.013329525680650586 0.0051132263075967252 -0.036777915135948559
leaf_weight=0.001021079848109098 0.0010134559718108181 0.0015444958739766869 0.0014006371279377469 0.0011503405199223271 0.0016142106024895197 0.0010183893270049162
leaf_count=259 558 587 778 363 1065 300
internal_value=0 -0.00130721 0.00108726 -0.00291461 -0.00803968 -0.0184891
internal_weight=0 0.00774153 0.00619703 0.0047964 0.00364606 0.00203185
internal_count=3910 3651 3064 2286 1923 858
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=8
num_cat=0
split_feature=49 2 2 3 2 15 16
split_gain=1.12129e-05 3.53148e-05 4.46796e-05 4.0241e-05 4.34973e-05 2.51871e-05 1.5941e-05
threshold=0.093425000000000022 0.114165 0.10393500000000001 -0.078669999999999976 0.090695000000000012 -0.064869999999999983 -0.077034999999999978
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=-0.0025500182683429102 0.00968891832374651 0.014796468070490329 -0.021404871816929877 -0.012602536303130539 0.023772135314962296 0.0094152523440964794 -0.01960719672554315
leaf_weight=0.0011628758315704376 0.0010451090008019833 0.0011518450792472896 0.0012255777529808264 0.0010097507253247694 0.0010401995034215084 0.0010702215504680378 0.0010360389333408809
leaf_count=880 541 427 296 302 277 336 851
internal_value=0 -0.00135003 -0.00419177 -0.000225682 0.00707613 -0.00127358 -0.0105867
internal_weight=0 0.00769651 0.00654466 0.00531909 0.00312017 0.00207997 0.00219891
internal_count=3910 3369 2942 2646 915 638 1731
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=1.14034e-05 2.51217e-05 4.0712e-05 3.73919e-05 2.93159e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0084031978712606845 -0.0097339096344751432 0.01779307743041144 -0.015645260380329495 -0.0046614437776533275 0.015722868528148713
leaf_weight=0.0019728403390279507 0.0010628446250604291 0.0016739694127550922 0.001189309166232104 0.0014160587860633175 0.0014060697045778527
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00131968 0.00469352 -0.00077291 0.00549464
internal_weight=0 0.00765825 0.00568541 0.00401144 0.00282213
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 2
split_gain=1.18525e-05 3.54321e-05 3.00877e-05 4.12604e-05 3.61106e-05 2.58953e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 0.12663500000000003
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=0.015825526005759299 0.013971175958127361 -0.018026097502727829 0.014885195710150335 -0.017458253405609584 -0.0088451066554331766 -0.006294326252254726
leaf_weight=0.001305203954075762 0.0015310999846115639 0.0011764745052138328 0.0012235128857409471 0.001311381162306665 0.0010877523878610787 0.0010719948490328546
leaf_count=297 398 663 231 434 1518 369
internal_value=0 -0.00243355 0.00128901 -0.0032017 0.00461114 0.00562553
internal_weight=0 0.00610432 0.00492785 0.00370434 0.00239296 0.00260309
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=7
num_cat=0
split_feature=42 51 12 12 2 2
split_gain=1.14259e-05 2.73791e-05 3.61032e-05 4.41632e-05 6.88751e-05 3.01353e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.098845000000000016 0.090385000000000007 0.10274500000000002 0.085005000000000011
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=-0.0091248357663114132 -0.013248848017852106 0.00327108928865554 -0.011920098587631635 0.025915675739461342 0.016678994222301128 -0.019909056598742231
leaf_weight=0.0011900722460147324 0.0010875510138692902 0.0010583932297793387 0.0011763439020668551 0.0010398776578010582 0.0019449777070433836 0.0011930423350644957
leaf_count=1060 521 566 274 471 433 585
internal_value=0 0.00142239 0.00391056 0.00746696 0.00289534 -0.00901214
internal_weight=0 0.00750019 0.00641263 0.00523629 0.00419641 0.00225144
internal_count=3910 2850 2329 2055 1584 1151
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=7
num_cat=0
split_feature=3 0 0 42 3 2
split_gain=1.0492e-05 1.68391e-05 2.71008e-05 3.95681e-05 3.85498e-05 5.10211e-05
threshold=-0.15464999999999998 0.055865000000000005 -0.053834999999999994 0.088345000000000021 0.086245000000000016 0.11230000000000001
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=0.009594599927335962 -0.016577879747447021 0.010607247374931846 -0.016826527802781859 0.015955221600449571 0.01665440146735277 -0.011371750246300435
leaf_weight=0.0010037697063297575 0.0016564471570455195 0.0010316473297486356 0.0011857751627971048 0.001192441708269534 0.0013276153494846806 0.0012718445360018443
leaf_count=259 1828 132 350 976 169 196
internal_value=0 -0.00127798 -0.00312621 -0.000144479 -0.00465537 0.00294197
internal_weight=0 0.00766577 0.00663412 0.00544835 0.00425591 0.00259946
internal_count=3910 3651 3519 3169 2193 365
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=7
num_cat=0
split_feature=11 13 39 1 3 0
split_gain=2.55761e-05 3.14845e-05 4.20872e-05 6.84845e-05 6.30935e-05 5.97512e-05
threshold=0.077330000000000024 -0.090744999999999978 0.005105000000000001 0.11663000000000003 -0.08348499999999999 -0.23029999999999998
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=0.00026211951241653363 -0.00028188251742678654 0.00037939277536261384 0.0002929388866274522 -0.00052243115562664575 0.00019733767290779731 -0.00037003355887060499
leaf_weight=0.0018455774853271727 0.0011030960112246241 0.0012680180607242569 0.0012776306308668562 0.0011712393562725082 0.0011896821421122903 0.0017833848485297073
leaf_count=534 279 1080 358 162 132 1365
internal_value=0 3.53899e-05 -2.71587e-05 -0.000102721 1.31885e-05 -0.000142998
internal_weight=0 0.00853553 0.00668996 0.00541232 0.00424109 0.00297307
internal_count=3910 3631 3097 2739 2577 1497
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=8
num_cat=0
split_feature=474 51 52 0 4 1 150
split_gain=3.68372e-05 4.0866e-05 4.19766e-05 5.76549e-05 6.44131e-05 3.83832e-05 3.2557e-05
threshold=0.080165000000000014 -0.032189999999999989 0.11110500000000002 0.12007500000000002 -0.030814999999999995 0.11561500000000001 0.082085000000000019
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=-0.00038633073997258635 0.00035287420897844786 0.00040634637551360256 0.00031787020864895824 -0.00049015739824970694 -0.00041408436637996283 0.00019922145973436307 3.0658963759205464e-07
leaf_weight=0.0011623438184965472 0.0010030430444210271 0.0012752028720069107 0.0013809216638294734 0.0010053919976391722 0.0015463276034768428 0.0011877112624289216 0.0013789532508360577
leaf_count=452 500 1195 574 94 638 233 224
internal_value=0 -4.34148e-05 7.8536e-06 -5.91055e-05 2.13252e-05 -9.80478e-05 -0.000218744
internal_weight=0 0.00893685 0.00777451 0.00639359 0.00538819 0.00411299 0.00292528
internal_count=3910 3410 2958 2384 2290 1095 862
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=7
num_cat=0
split_feature=376 1 47 2 1 15
split_gain=1.09462e-05 2.50346e-05 2.51744e-05 2.6679e-05 3.83204e-05 2.27419e-05
threshold=0.048375000000000008 0.12864500000000004 0.09252500000000001 0.090905000000000014 0.10498500000000001 -0.033649999999999992
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=0.01759861154350701 0.0098189967374712542 0.012671827865552009 -0.017784939166511912 -0.015373635313954429 0.0074287715515929664 -0.0020275414997892945
leaf_weight=0.0011016024122108335 0.0010003067342533511 0.0010989971486068378 0.0010553909821382611 0.0019940997767058546 0.0011690880934235493 0.0012723252742132928
leaf_count=413 206 276 329 1024 252 1410
internal_value=0 -0.00130124 -0.0036306 -0.000932741 -0.00694605 0.00707982
internal_weight=0 0.0076915 0.00659251 0.00553712 0.00316319 0.00237393
internal_count=3910 3704 3428 3099 1276 1823
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 3 1
split_gain=4.10215e-05 3.55801e-05 5.86296e-05 8.76598e-05 4.19125e-05 4.24297e-05 7.90764e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.0088999999999999982 0.12046500000000002 0.085990000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00035849825934171185 -0.00065661079134367696 -0.00015434453408684671 0.00026516129855079761 0.00012258951019299326 0.00010509191901288875 -4.5728596104321151e-05 0.00077219527900173094
leaf_weight=0.0010842920735102202 0.0012002771524477658 0.0013909068696134133 0.0010521385521012174 0.0010326570913249192 0.0016880372422634722 0.0013645798421573164 0.0011475926939164211
leaf_count=633 417 436 157 772 984 147 364
internal_value=0 4.55094e-05 -0.000116447 -0.000296257 0.000140667 0.000238361 0.000375072
internal_weight=0 0.00887619 0.00328507 0.00223293 0.00559112 0.00420021 0.00283563
internal_count=3910 3277 1346 1189 1931 1495 1348
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=7
num_cat=0
split_feature=47 43 2 2 15 4
split_gain=2.44866e-05 4.22417e-05 4.1123e-05 5.61296e-05 2.77999e-05 2.58076e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 0.084235000000000018 -0.064869999999999983 0.028075000000000006
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=0.00039958218245106727 -0.00029073863216474874 -0.00015251046004472534 0.00031943339632325003 -0.00041488089698961866 0.00028116486440095238 -1.7613718632179526e-05
leaf_weight=0.0010569037234607944 0.0010070030141056492 0.001217261093588514 0.0016068183380686363 0.0017752862010818214 0.0010659462529733483 0.0019136281404073291
leaf_count=248 179 338 527 1429 701 488
internal_value=0 3.23552e-05 -1.88556e-05 -0.000153375 4.99567e-05 0.000136223
internal_weight=0 0.00863584 0.00757894 0.00405849 0.00228321 0.00352045
internal_count=3910 3731 3483 2468 1039 1015
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=8
num_cat=0
split_feature=50 133 12 3 49 13 1
split_gain=4.14471e-05 3.44232e-05 4.80087e-05 5.69463e-05 7.85082e-05 4.10007e-05 3.57492e-05
threshold=1.0000000180025095e-35 0.088300000000000003 -0.036459999999999992 -0.13927999999999999 -0.00064499999999999985 -0.073069999999999982 0.094890000000000016
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=-0.00031920240032754193 -0.00037928963356068134 -0.00030166679867577484 0.00051455833641271412 -0.00025844300776315087 0.00056150604402348139 -0.00019366807276917825 0.00027335032028867292
leaf_weight=0.0010021335512593278 0.001015046431686842 0.001013237835759029 0.0012737750458616214 0.0019873456706793694 0.0010103688470948576 0.0010083134372779047 0.001680344286645946
leaf_count=345 779 682 275 420 578 659 172
internal_value=0 3.87326e-05 8.205e-05 0.000139823 5.58805e-05 0.000224754 9.82068e-05
internal_weight=0 0.00897552 0.00796228 0.00696015 0.00568637 0.00369903 0.00268866
internal_count=3910 3131 2449 2104 1829 1409 831
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=8
num_cat=0
split_feature=159 0 2 52 1 13 48
split_gain=2.57022e-05 2.91937e-05 0.000119453 3.05749e-05 3.73161e-05 4.37279e-05 1.37176e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 0.090640000000000012 0.10884000000000001 -0.075974999999999987 0.091875000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.00029467581920506565 -8.8380038650849276e-06 -0.00011065061128647697 0.00066202274246620273 -0.00032107767857656713 -0.00020790157661608959 0.00038900392469833192 -0.00033089139110034426
leaf_weight=0.0010352723154395315 0.0010010909156669802 0.0011554808065408681 0.0011766798219855594 0.0010909664304344898 0.0014478593773274108 0.0016140978445592614 0.0010333723705575788
leaf_count=633 189 708 490 417 236 1155 82
internal_value=0 3.25071e-05 9.67956e-05 -2.84947e-05 4.71906e-05 0.000180546 -0.00017242
internal_weight=0 0.00851955 0.00648508 0.0053084 0.00421744 0.00276958 0.00203446
internal_count=3910 3277 3006 2516 2099 1863 271
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=7
num_cat=0
split_feature=51 484 52 49 12 3
split_gain=1.07708e-05 3.02192e-05 2.15926e-05 5.04727e-05 4.60871e-05 4.63871e-05
threshold=0.08955500000000001 0.073820000000000011 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.015064999999999997
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=-0.013606467713195222 -0.0084168844825457945 0.01746235048438206 0.018180786770512405 0.018252885432351127 -0.019735726915959099 -0.0083622772123374163
leaf_weight=0.0011351161633186288 0.001301848631572484 0.001016730984785337 0.0013624574041007304 0.0011703105941340238 0.0012802647649138073 0.001486759674270969
leaf_count=619 487 456 284 1129 634 301
internal_value=0 0.00144157 -0.00108976 0.00159109 -0.00414953 0.00336041
internal_weight=0 0.00745164 0.00643491 0.00529979 0.00393734 0.00265707
internal_count=3910 3423 2967 2348 2064 1430
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=7
num_cat=0
split_feature=13 3 16 52 2 15
split_gain=1.10777e-05 3.87134e-05 4.0093e-05 5.91591e-05 4.11711e-05 5.42264e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084240000000000023 0.099015000000000006 -0.0063699999999999989
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=0.0094123930121833062 -0.012481539809632489 -0.017558118716710754 0.018969380860384608 -0.022249824839334117 0.02006549112022073 0.015216289392519107
leaf_weight=0.0010893778729028471 0.0019404024413600472 0.0012375691545536936 0.0011177514224539348 0.0011226174787356295 0.0011143889466782931 0.0011118559737975863
leaf_count=210 818 138 502 1166 367 709
internal_value=0 -0.00136626 0.00176133 -0.00187515 0.00361439 -0.00239196
internal_weight=0 0.00764459 0.00640702 0.00528926 0.00416665 0.00305226
internal_count=3910 3700 3562 3060 1894 1527
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=7
num_cat=0
split_feature=15 42 43 3 4 1
split_gain=1.17566e-05 3.01894e-05 5.66367e-05 4.37369e-05 4.05377e-05 8.79298e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 -0.10628499999999998 0.074650000000000008 0.094485000000000013
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=0.02258923790428987 -0.0098995754043038637 -0.024386315284136741 0.0078667520094235829 -0.0060319907392284589 -0.013348295970589109 0.029802765472980792
leaf_weight=0.0011555032152307269 0.0010581392362043812 0.0011130009532890226 0.0010658097590290723 0.0018302843076544156 0.0013939607498556416 0.0010940443596341711
leaf_count=240 1436 679 505 440 342 268
internal_value=0 0.0013463 -0.00860907 0.00530897 0.00068506 0.00737444
internal_weight=0 0.0076526 0.00217881 0.00547379 0.00431829 0.00292433
internal_count=3910 2474 1184 1290 1050 708
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=7
num_cat=0
split_feature=11 13 3 13 12 2
split_gain=1.21368e-05 2.39202e-05 3.09519e-05 3.84411e-05 5.92935e-05 1.95489e-05
threshold=0.07677500000000001 -0.090744999999999978 0.11265500000000002 0.14810000000000004 0.085945000000000008 0.090695000000000012
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=0.011967634590792838 -0.01025522103153992 -0.0020399222099677971 -0.015721828966195544 0.018063098497603045 -0.022961154461114373 0.015685948842692865
leaf_weight=0.0016612939757890488 0.0010215939550123855 0.0015233232230012119 0.0012319312151901074 0.0011415686374412187 0.0010535851839090591 0.0010517214162800777
leaf_count=531 285 732 134 239 1661 328
internal_value=0 0.00134823 -0.00159105 0.0020583 -0.00297681 0.00519983
internal_weight=0 0.00766342 0.00600213 0.0047702 0.00362863 0.00257504
internal_count=3910 3625 3094 2960 2721 1060
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=9
num_cat=0
split_feature=47 4 4 1 4 1 1 52
split_gain=2.47276e-05 4.52908e-05 9.18962e-05 5.38315e-05 4.90587e-05 4.40868e-05 3.02921e-05 1.8632e-05
threshold=0.11669500000000001 0.24280000000000004 -0.0010999999999999996 0.11235500000000002 -0.049279999999999997 0.078340000000000007 0.095825000000000007 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 -4 -1
right_child=-2 3 6 -5 -6 -7 -8 -9
leaf_value=-3.7723678797011422e-05 -0.00029066396539927103 -2.2793995965021484e-05 -0.00016913987008894001 0.00057173812771221691 0.0004504051575976711 -0.00034768908710136652 -0.00062691982831730676 0.00033650963931053694
leaf_weight=0.0010206236525074179 0.0010320310176699316 0.0012149983790180623 0.0012343985991027557 0.0011301696036741201 0.0012025124797710586 0.0010293063821835099 0.0010108430674758181 0.001025337737500809
leaf_count=622 179 197 582 315 834 669 145 367
internal_value=0 3.00215e-05 -5.3998e-05 0.000263719 0.000114609 -1.66959e-05 -0.00037524 0.000149824
internal_weight=0 0.00886819 0.00652302 0.00234517 0.00427778 0.00307527 0.00224524 0.00204596
internal_count=3910 3731 3219 512 2492 1658 727 989
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=8
num_cat=0
split_feature=47 47 157 15 15 12 52
split_gain=2.67657e-05 3.93946e-05 2.5983e-05 3.58748e-05 4.9017e-05 3.21775e-05 4.12384e-05
threshold=0.11669500000000001 0.092255000000000018 -0.062769999999999979 -0.095799999999999982 -0.03231499999999999 0.091405000000000014 0.057560000000000007
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=0.00026983227240924069 -0.00030640561712424514 0.00039334776729591328 -0.00030525316998110104 0.00033062800041208407 -0.00053519558490215994 0.00012673691775496156 2.1911287273747183e-05
leaf_weight=0.0010477103759919072 0.0010067943254131713 0.0010197902292066081 0.0017279250487799705 0.0014169800665728154 0.0010321402611849491 0.0013960599718830144 0.0010114282010692398
leaf_count=537 179 241 541 602 560 676 574
internal_value=0 3.13885e-05 -1.69751e-05 -6.2611e-05 2.37183e-05 -0.000102715 -0.000259465
internal_weight=0 0.00865203 0.00763224 0.00658453 0.00485661 0.00343963 0.00204357
internal_count=3910 3731 3490 2953 2412 1810 1134
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=6
num_cat=0
split_feature=4 151 0 4 4
split_gain=1.15997e-05 2.25967e-05 4.70727e-05 2.0331e-05 2.88075e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098911533170381403 0.0073562183240104863 -0.023874757111869552 -0.0043145084212568817 -0.0088610273630570207 0.015689734262252033
leaf_weight=0.0013320319617592426 0.001711805019394233 0.0010340134286384393 0.0015729175759827 0.0017281783133450855 0.0013273982799302201
leaf_count=556 441 199 286 696 1732
internal_value=0 -0.00182782 -0.00458456 -0.000275095 0.00484091
internal_weight=0 0.00699454 0.00566251 0.00462849 0.00290032
internal_count=3910 3469 2913 2714 2018
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=7
num_cat=0
split_feature=11 13 16 12 0 52
split_gain=2.43206e-05 2.716e-05 3.20051e-05 3.33309e-05 8.78457e-05 5.36576e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -1.0000000180025095e-35 -0.053834999999999994 -0.010284999999999997
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=0.00024564852418995257 -0.00028346045093438215 -0.00034152828517567427 0.00034571356477208797 -0.00010748309788472012 -0.00052512668878304048 0.00040303723085329836
leaf_weight=0.0018076572479393425 0.001050250230293215 0.0010388247940928521 0.0010611099154619807 0.0017697711723627756 0.0010832078416641439 0.0014319702277050506
leaf_count=534 279 261 303 757 307 1469
internal_value=0 3.3469e-05 -2.66023e-05 3.45929e-05 -4.2452e-05 0.000120846
internal_weight=0 0.00819254 0.00638488 0.00534606 0.00428495 0.00320174
internal_count=3910 3631 3097 2836 2533 2226
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=6
num_cat=0
split_feature=15 42 49 3 4
split_gain=1.10032e-05 2.63211e-05 4.39449e-05 5.00472e-05 3.18492e-05
threshold=0.079360000000000014 0.091955000000000023 -0.0019649999999999997 0.092005000000000017 0.0082450000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0088722207383961881 -0.0095803504479490785 -0.013763908856736741 0.0086608359277268315 -0.0033841122262823087 0.030687883377489539
leaf_weight=0.0019849409728284516 0.0010580139189977971 0.0010070923877507484 0.0016077673714849556 0.0019366847816679649 0.0011093621038697397
leaf_count=633 1436 450 726 285 380
internal_value=0 0.00130035 0.00358558 0.00889907 0.0176541
internal_weight=0 0.00764585 0.00663876 0.00465381 0.00271713
internal_count=3910 2474 2024 1391 1106
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=6
num_cat=0
split_feature=42 160 43 4 48
split_gain=1.22495e-05 2.78639e-05 2.48106e-05 3.8266e-05 5.40614e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083940000000000015 0.074650000000000008 0.08593000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0094623303538219922 -0.0099571344955422525 -0.010582588171131696 -0.0095787881995428661 0.018845735452965681 0.016948199408286548
leaf_weight=0.0011860002484780164 0.0016603430809702929 0.0017559478121601056 0.0010043997865480225 0.0018804873100076759 0.0012011838297783803
leaf_count=1060 1040 1011 154 348 297
internal_value=0 0.00147439 0.00472331 0.00769275 0.000600389
internal_weight=0 0.00750236 0.00584202 0.00483762 0.00295713
internal_count=3910 2850 1810 1656 1308
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=7
num_cat=0
split_feature=11 16 3 47 2 52
split_gain=1.25343e-05 2.58568e-05 2.94609e-05 2.78713e-05 3.63344e-05 4.88729e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.10488500000000002 -0.069134999999999988
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=-0.011823715074442263 -0.010428023685030673 0.018359624189591649 -0.0043711378860197651 -0.014020481576988304 -0.0088396713991084272 0.022226082211834235
leaf_weight=0.001243643895026611 0.0010201916072062837 0.0011593709034405228 0.0012056367557718795 0.0010279044139201885 0.0013985916816492798 0.0016180827222066164
leaf_count=390 285 193 531 316 528 1667
internal_value=0 0.00137196 0.0039323 0.000746413 0.00434135 0.0108699
internal_weight=0 0.00765323 0.00640959 0.00525022 0.00422231 0.00282372
internal_count=3910 3625 3235 3042 2726 2198
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=6
num_cat=0
split_feature=1 12 4 43 0
split_gain=1.14292e-05 1.83985e-05 2.82992e-05 3.52376e-05 3.05581e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.079109999999999986 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0056305578424171096 0.0085470340187981039 -0.012960818048550385 0.0040884072731984834 0.015858356401103665 -0.016189374503467278
leaf_weight=0.0012767910606913499 0.0013215257042153671 0.0011857825420818419 0.0014419572951242152 0.0018966591672890199 0.0015335195561956092
leaf_count=823 331 522 204 1355 675
internal_value=0 -0.00155579 0.000643598 0.00721261 -0.00636248
internal_weight=0 0.00733471 0.00614893 0.00317345 0.00297548
internal_count=3910 3579 3057 2178 879
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=7
num_cat=0
split_feature=11 13 1 52 3 3
split_gain=3.75856e-05 3.67745e-05 7.72346e-05 3.55064e-05 5.57886e-05 5.54878e-05
threshold=0.077330000000000024 -0.00059999999999999995 1.0000000180025095e-35 -0.010284999999999997 -0.10140999999999999 0.090325000000000003
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=-0.00011914438490096242 -0.00035064497041341846 -0.00029278689140269348 0.00046170434054707704 -0.00031302770703357113 0.00055977633991527074 -7.3568806001753686e-05
leaf_weight=0.0016591954508936983 0.0010910264880923609 0.0017987173230595626 0.0018744242561242702 0.0010731688657984045 0.0010379867210107098 0.001090654592851353
leaf_count=1574 279 405 1034 139 345 134
internal_value=0 3.58531e-05 0.000188969 -7.23464e-05 5.1493e-05 0.000235269
internal_weight=0 0.00853415 0.00353362 0.00500053 0.00320181 0.00212864
internal_count=3910 3631 2608 1023 618 479
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=8
num_cat=0
split_feature=11 13 1 39 1 4 1
split_gain=2.29753e-05 2.70982e-05 4.47519e-05 4.07933e-05 6.90315e-05 4.97337e-05 2.23179e-05
threshold=0.077330000000000024 -0.083514999999999992 0.076710000000000014 0.005105000000000001 0.11593500000000001 0.0057500000000000008 0.079945000000000016
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=-4.0513458913384768e-05 -0.00027439644416030532 9.8268345407633385e-06 0.00050706697594570568 0.00030819259880260808 -0.00053334686507819872 0.00025360827136781342 -0.00040091384360543304
leaf_weight=0.0012505206681983363 0.0010746992154075504 0.0010168873601408028 0.0010603992323231907 0.0010706504901100283 0.0011565545671898955 0.0017736466720889394 0.0010175165598889464
leaf_count=681 279 1025 429 309 176 410 601
internal_value=0 3.01959e-05 0.000210752 -3.89396e-05 -0.000113801 1.36206e-05 -0.000195607
internal_weight=0 0.00834618 0.00231092 0.00603526 0.00496461 0.00380805 0.0020344
internal_count=3910 3631 1110 2521 2212 2036 1626
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=7
num_cat=0
split_feature=147 11 0 48 42 4
split_gain=2.22351e-05 3.63086e-05 5.35128e-05 8.08823e-05 5.98259e-05 3.7171e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
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=-0.00031760074541113307 0.00027255213954468593 -0.00037993035272821394 0.00031943639811439809 0.00057939760482658535 -0.0003445084274879419 -8.9043179063951039e-05
leaf_weight=0.0014885143634744691 0.0010327816499025597 0.0010160260969696864 0.0018519936330550629 0.0010955479960377233 0.0014475287586271581 0.0015933865095298255
leaf_count=151 234 284 933 491 1389 428
internal_value=0 -3.21425e-05 1.51174e-05 9.78192e-05 -1.00087e-05 0.000130527
internal_weight=0 0.008493 0.00747697 0.00598846 0.00489291 0.00344538
internal_count=3910 3676 3392 3241 2750 1361
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=8
num_cat=0
split_feature=16 50 16 1 15 4 1
split_gain=3.00272e-05 3.30176e-05 4.63719e-05 8.22545e-05 3.09017e-05 7.12715e-05 4.61219e-05
threshold=0.3935300000000001 1.0000000180025095e-35 -0.0099649999999999982 0.077800000000000022 0.024640000000000006 0.0051950000000000008 0.11215000000000001
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=-0.00051359698185953731 -0.00031407313685175871 -0.00029812375971295288 -3.3755166476020345e-05 0.00063353370375459597 0.00027199435792830045 0.00027777017986274643 -0.00022236576830163315
leaf_weight=0.0011944179232572828 0.0010596822392031765 0.0010142773287848518 0.0015221738857051166 0.0013314442319134307 0.0010110301696297517 0.0016008983594082732 0.0012723181248670936
leaf_count=313 380 772 462 432 903 383 265
internal_value=0 3.49923e-05 7.75868e-05 0.000277589 -3.47913e-05 -0.000111044 5.62999e-05
internal_weight=0 0.00894656 0.00793228 0.00285362 0.00507866 0.00406763 0.00287322
internal_count=3910 3530 2758 894 1864 961 648
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=7
num_cat=0
split_feature=159 47 1 1 1 12
split_gain=3.36913e-05 3.61946e-05 3.91671e-05 5.95504e-05 2.59062e-05 5.01702e-05
threshold=-1.0000000180025095e-35 0.096770000000000009 0.11235500000000002 0.096335000000000018 1.0000000180025095e-35 0.090840000000000018
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=-0.0003321021601353835 -0.00038258527837009532 0.00030520710148575252 0.0002669340962510961 -0.00044642140861840659 0.0002035053856137467 0.00016402839086407842
leaf_weight=0.0010609454676888666 0.0012738091865754965 0.0015930516902608344 0.0014451476175554425 0.0013963810861175813 0.0017487039313799991 0.0013089576209184548
leaf_count=633 968 300 434 354 622 599
internal_value=0 3.78542e-05 -2.15222e-05 -9.43003e-05 1.92166e-05 -0.000105559
internal_weight=0 0.00876605 0.007173 0.00572785 0.00433147 0.00258277
internal_count=3910 3277 2977 2543 2189 1567
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=8
num_cat=0
split_feature=50 42 43 3 3 3 4
split_gain=5.3704e-05 3.25631e-05 3.92334e-05 5.64409e-05 5.13873e-05 6.38202e-05 7.08758e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.083940000000000015 -0.13927999999999999 -0.075954999999999981 0.0066850000000000008 0.0057500000000000008
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=-0.00025464183143587241 -0.00043638754598645998 0.00056766755759084654 -0.00023629134907388399 -0.00027334449457884936 0.00056482060669589497 -0.00035319028951843237 0.00027487607100923058
leaf_weight=0.0012211710268771906 0.001003747200967354 0.0010472245492192311 0.0011899199798456892 0.0012761664106798552 0.0011662574613916722 0.0011600702710590806 0.0017076528345832524
leaf_count=860 779 215 186 945 497 216 212
internal_value=0 4.24142e-05 9.04786e-05 0.000151641 6.95952e-05 0.000178086 2.08065e-05
internal_weight=0 0.00876846 0.00754729 0.00635737 0.00531015 0.00403398 0.00286772
internal_count=3910 3131 2271 2085 1870 925 428
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=6
num_cat=0
split_feature=52 16 13 52 2
split_gain=1.13668e-05 4.30189e-05 4.61318e-05 3.28611e-05 4.64318e-05
threshold=0.11110500000000002 0.26538000000000006 -0.090744999999999978 -0.081429999999999989 0.093655000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.01595198302523269 0.008130493504183111 -0.02014917431775293 0.011897727533840448 0.0023641198947804551 -0.020566186913614986
leaf_weight=0.0016401074865253331 0.0014275692729591892 0.0010702979475341002 0.0010579500542689242 0.0019207631862813526 0.0016345639770934317
leaf_count=490 673 453 492 1344 458
internal_value=0 -0.00162368 0.00154706 -0.00357417 -0.0081781
internal_weight=0 0.00732368 0.00625338 0.00461328 0.00355533
internal_count=3910 3237 2784 2294 1802
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=7
num_cat=0
split_feature=47 159 2 1 2 16
split_gain=1.1789e-05 2.82008e-05 2.95222e-05 5.71229e-05 3.95684e-05 3.31549e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 0.11542500000000001 -0.092014999999999986
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=0.018830090065897521 0.0082285676303094253 0.012613221180310573 -0.024364711075863271 0.0051248389920695416 0.0012876630448204595 -0.01817332798302233
leaf_weight=0.0012328815124873858 0.0014429191518675411 0.0011627821791240856 0.001348397529388885 0.001123683719513911 0.0010852635076624918 0.0013382432299302691
leaf_count=1359 280 631 404 218 344 674
internal_value=0 -0.00166443 -0.0043734 0.00125951 -0.0129253 -0.00753947
internal_weight=0 0.00729125 0.00612847 0.00369481 0.00243366 0.00246193
internal_count=3910 3630 2999 2251 748 892
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=9
num_cat=0
split_feature=50 52 133 49 42 12 16 49
split_gain=2.86434e-05 3.94462e-05 7.07585e-05 5.80582e-05 4.95382e-05 5.86931e-05 4.16922e-05 3.8127e-05
threshold=1.0000000180025095e-35 0.11110500000000002 0.085050000000000014 -0.006494999999999999 0.084100000000000022 0.081080000000000013 -0.014099999999999998 -0.081274999999999986
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=7.9214515339022924e-05 -0.0003192202883321695 0.00037000099345647956 -0.00048975181310607831 -0.0001404122084404216 -0.00015390841719315471 0.00070735266580751054 0.00040509904863387418 -0.00043030684414526257
leaf_weight=0.0010361060339986444 0.0010036384899566363 0.0011442328651595579 0.0010632689420466751 0.0010720067771284182 0.0011845261492709333 0.0010057795586643258 0.0010826455887293755 0.0012408407716614084
leaf_count=171 779 450 721 165 516 642 209 257
internal_value=0 3.03474e-05 -2.0223e-05 5.51685e-05 0.000188077 0.000316253 0.00013369 -0.000198453
internal_weight=0 0.00882941 0.00768517 0.0066219 0.00434496 0.00316043 0.00215465 0.00227695
internal_count=3910 3131 2681 1960 1532 1016 374 428
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=8
num_cat=0
split_feature=47 43 2 2 3 4 4
split_gain=3.00561e-05 6.53443e-05 5.09236e-05 4.77523e-05 3.61651e-05 2.27158e-05 5.19305e-06
threshold=0.11669500000000001 -0.18906999999999999 0.099015000000000006 0.084235000000000018 0.11818000000000002 1.0000000180025095e-35 -0.0090299999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=0.00048892004861016548 -0.00031802660153532644 0.0002453258418841697 0.00035281379126105104 -0.00048545745855247253 -5.40068944342378e-05 -0.0001453027610258994 -0.00028621099096263239
leaf_weight=0.0010909287080805461 0.001005738545610515 0.0010252420397265281 0.0017464232275270059 0.0010024650447429014 0.0016189007849900408 0.0012956487899061972 0.0010092469288628799
leaf_count=248 179 763 784 990 198 276 472
internal_value=0 3.98064e-05 -2.38407e-05 -0.000164394 0.000157111 2.72555e-05 -0.000385498
internal_weight=0 0.00878886 0.00769793 0.0043326 0.00336532 0.00232089 0.00201171
internal_count=3910 3731 3483 2501 982 1039 1462
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=7
num_cat=0
split_feature=159 15 0 48 15 3
split_gain=2.4509e-05 3.58068e-05 4.3696e-05 8.24335e-05 5.56144e-05 3.44852e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 -0.017214999999999998 -0.032959999999999996
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=-0.00028439070783592147 0.00032673516630179908 -0.000319400775038313 -0.00035204665534385558 0.00056221959109030981 -9.8903073254127792e-05 0.00031345465916485054
leaf_weight=0.0010456526229174036 0.0013497168695984383 0.0014975131269424164 0.0015834910745553704 0.0010197222619993361 0.0016243649137751199 0.0014995374844829256
leaf_count=633 408 187 656 411 1421 194
internal_value=0 3.35793e-05 -2.11886e-05 5.67873e-05 -5.27002e-05 9.90371e-05
internal_weight=0 0.00857435 0.00722463 0.00572712 0.00470739 0.0031239
internal_count=3910 3277 2869 2682 2271 1615
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=7
num_cat=0
split_feature=2 52 48 4 12 15
split_gain=1.29118e-05 3.09211e-05 2.85504e-05 2.56446e-05 3.43836e-05 6.99889e-05
threshold=0.10946500000000002 0.084240000000000023 0.08980500000000001 0.15045000000000003 0.084100000000000022 -0.024209999999999999
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.013188039207683244 0.015066124128537615 -0.015018379902563925 -0.0059073838443908762 0.013834343132763686 -0.017421794091276539 0.021795148305823714
leaf_weight=0.0011626341183310421 0.0014734161011063988 0.0015009252655067808 0.0011600292204881533 0.0012355131807042169 0.0011110300529776178 0.0011255170251200384
leaf_count=263 552 1070 215 230 1257 323
internal_value=0 -0.00254369 0.00582732 0.00149618 -0.00298842 0.00401982
internal_weight=0 0.00613562 0.00263345 0.00463469 0.00339918 0.00228815
internal_count=3910 3143 767 2073 1843 586
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=6
num_cat=0
split_feature=15 1 49 15 16
split_gain=1.31795e-05 2.4088e-05 3.5385e-05 5.88607e-05 4.66593e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.006494999999999999 -0.038029999999999987 -0.10808
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0081174310594644781 -0.010438236636643658 -0.0065110118766478937 0.016213065659430943 0.029670581225944112 -0.010018455160459294
leaf_weight=0.001969254766473862 0.0010674560595194732 0.0018842349113680516 0.0012804561350921837 0.0011069818579556769 0.0014414528119825166
leaf_count=1064 1436 403 317 318 372
internal_value=0 0.00142016 0.00470767 0.0102285 0.00232153
internal_weight=0 0.00768238 0.00571313 0.00382889 0.00272191
internal_count=3910 2474 1410 1007 689
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=7
num_cat=0
split_feature=11 2 3 0 42 0
split_gain=1.27532e-05 2.83152e-05 3.14243e-05 3.3971e-05 2.25264e-05 4.88726e-05
threshold=0.07677500000000001 0.091985000000000011 0.088060000000000013 -0.14136999999999997 0.085195000000000007 -0.10575999999999998
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=0.0060413615332344959 -0.01048871653599328 0.017543194674102276 -0.010201107906982037 0.013592505518560869 0.0072228215476847785 -0.022141239362678287
leaf_weight=0.0010634126827798033 0.0010272377551184412 0.0016794083602522034 0.0014271882006349343 0.0010353589810624718 0.0010400126715845188 0.0014602910681641335
leaf_count=170 285 1037 156 199 947 1116
internal_value=0 0.00137302 0.00699583 -0.000197267 -0.00516213 -0.0102659
internal_weight=0 0.00770567 0.00414196 0.00246255 0.00356372 0.0025237
internal_count=3910 3625 1392 355 2233 1286
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=8
num_cat=0
split_feature=11 13 39 1 3 0 15
split_gain=2.23305e-05 3.32272e-05 5.17486e-05 6.26316e-05 5.15352e-05 5.24283e-05 6.99912e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 0.11663000000000003 -0.100615 -0.23029999999999998 -0.063364999999999991
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=0.00029178839518552099 -0.00027309194348122928 0.00038290863169326763 0.00031586479316646768 -0.00052025680492191805 0.00021199332652572692 4.2339268951809373e-05 -0.00066322166564294959
leaf_weight=0.0015138610559038328 0.0010605475183906926 0.0010069744650048887 0.0013418105726396914 0.0011512225351279388 0.0011649524205160108 0.0011012866987086735 0.0010616318658182259
leaf_count=288 279 225 395 162 132 709 1720
internal_value=0 2.89746e-05 -2.92959e-05 -0.000113717 -5.75066e-06 -0.000123354 -0.000303973
internal_weight=0 0.00834174 0.00682788 0.00548607 0.00433485 0.00332787 0.00216292
internal_count=3910 3631 3343 2948 2786 2561 2429
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=8
num_cat=0
split_feature=2 40 47 4 150 0 4
split_gain=2.58305e-05 5.05611e-05 4.19198e-05 4.75391e-05 4.8159e-05 6.93177e-05 2.96254e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.092255000000000018 -0.10647999999999999 0.086420000000000011 -0.089879999999999974 0.028075000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.00045979983333137021 0.00041101970666174712 -0.00040778596617945261 0.00033056440489226911 -0.00015426690910340615 -0.00030922062706751681 0.00054179673331465866 1.621874542755164e-06
leaf_weight=0.0010667777005577608 0.0010767770623229791 0.0012425666823482114 0.001201904007624998 0.0010609062691012967 0.0010170117978160614 0.001142320064841587 0.0018422072933629481
leaf_count=266 325 290 290 483 231 1583 442
internal_value=0 -6.82074e-05 5.53726e-06 -8.19977e-05 4.37115e-05 0.000206625 0.000152644
internal_weight=0 0.00673149 0.00566471 0.0044628 0.00322024 0.00220323 0.00291898
internal_count=3910 3143 2877 2587 2297 2066 767
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=7
num_cat=0
split_feature=15 15 1 0 3 4
split_gain=1.29846e-05 3.04576e-05 3.31714e-05 3.46235e-05 2.35519e-05 3.40711e-05
threshold=-0.03231499999999999 -0.076594999999999983 0.094385000000000011 -0.15007499999999999 0.10666500000000002 -0.076854999999999993
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=-0.015564529208615686 -0.00034605626840586152 0.018794463094301814 -0.0087518697839989393 0.014758128707270793 0.0079701056711832564 -0.022595365950978163
leaf_weight=0.0010661898246002578 0.0017744065747558367 0.0010246211871367426 0.0010430472311791072 0.0015682797191292051 0.0011436911032278404 0.0011243922677083777
leaf_count=704 1212 408 123 501 114 848
internal_value=0 0.00354705 -0.000701148 0.00536749 -0.00418177 -0.00897617
internal_weight=0 0.00470214 0.00367752 0.00261133 0.00404249 0.0028988
internal_count=3910 1736 1328 624 2174 2060
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=8
num_cat=0
split_feature=50 160 49 3 3 3 2
split_gain=4.22811e-05 3.82549e-05 4.03822e-05 6.00435e-05 5.46896e-05 3.78167e-05 8.18809e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.029304999999999998 -0.13309499999999996 -0.0045049999999999995 -0.074234999999999982 0.093815000000000009
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=0.00031216339464083933 -0.00038477998806448708 0.00052164335838996443 -0.00051319608983890004 0.00031387100296351617 -8.2865409142342727e-05 -0.00054664138254254273 0.00015119099884133605
leaf_weight=0.001619669680013547 0.0010041221062129591 0.0010548812180146284 0.0011537964227988275 0.0010509024683422363 0.0012658404096541648 0.0010684307415360426 0.0016368236317336722
leaf_count=796 779 215 201 1131 173 227 388
internal_value=0 3.97869e-05 -2.12254e-05 -0.000121967 0.000191913 -1.7911e-06 -0.000124415
internal_weight=0 0.00885034 0.00723067 0.00490995 0.00232072 0.00375616 0.00270525
internal_count=3910 3131 2335 1947 388 1746 615
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=1.17616e-05 2.96061e-05 2.46543e-05 2.05532e-05 5.19765e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.24280000000000004 0.090820000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.009294122029390171 -0.010293171792794041 0.014900829959872087 0.0080107050431539092 0.011005915966922472 -0.019050037733181171
leaf_weight=0.0011839680297436846 0.0016779370182162566 0.001704703797197729 0.0015852431301292646 0.0013111488308431112 0.0012852538692085312
leaf_count=1060 1040 604 594 228 384
internal_value=0 0.00142451 0.0047647 0.000632568 -0.00410564
internal_weight=0 0.00756429 0.00588635 0.00418165 0.0028705
internal_count=3910 2850 1810 1206 978
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=7
num_cat=0
split_feature=11 2 52 52 12 0
split_gain=1.14311e-05 2.39796e-05 2.6687e-05 3.37432e-05 2.57904e-05 2.17137e-05
threshold=0.07677500000000001 0.091985000000000011 -0.048794999999999991 0.091210000000000013 0.085325000000000012 -0.089879999999999974
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=-0.0070769363618945862 -0.0099239342165755792 0.018926822733333123 -0.009283042080301394 0.012196696024981083 -0.015726302945712776 0.0127446019764036
leaf_weight=0.0012263296855469425 0.0010288993196894466 0.0012156414807097987 0.0014845071936680583 0.0014415473585676038 0.0013321180969650317 0.0010060488930826689
leaf_count=325 285 504 442 446 1394 514
internal_value=0 0.00129809 0.0064731 0.00129915 -0.0047149 0.00185588
internal_weight=0 0.00770619 0.0041417 0.00292605 0.0035645 0.00223238
internal_count=3910 3625 1392 888 2233 839
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=7
num_cat=0
split_feature=50 133 16 52 151 2
split_gain=2.76913e-05 4.23897e-05 5.51123e-05 0.000133754 4.01648e-05 4.77971e-05
threshold=1.0000000180025095e-35 0.088055000000000008 -0.0099649999999999982 -0.07125999999999999 -0.0088999999999999982 0.090420000000000014
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=-0.00032032735237239697 -0.00030970437021600277 -0.00034677157356731973 -6.8344684550269126e-05 0.00073738584561768299 -0.00016619543661267167 0.00031005098813487343
leaf_weight=0.0015031690692825766 0.001019947036907329 0.0010123297089940008 0.0018509134561306608 0.0013847136829321946 0.0016515674161118015 0.00159042684889138
leaf_count=266 779 696 600 382 766 421
internal_value=0 3.12067e-05 7.91516e-05 0.000276474 -5.53987e-05 6.7437e-05
internal_weight=0 0.00899312 0.00798079 0.00323563 0.00474516 0.00324199
internal_count=3910 3131 2435 982 1453 1187
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=8
num_cat=0
split_feature=47 47 0 1 4 52 4
split_gain=2.75951e-05 3.9907e-05 3.69621e-05 6.00214e-05 6.35871e-05 3.53993e-05 5.11054e-05
threshold=0.11669500000000001 0.092255000000000018 -0.23029999999999998 0.11235500000000002 -0.0021099999999999995 -0.085924999999999987 -0.23071499999999998
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=0.00031568892332357954 -0.00030980966981479009 0.00039873048437293588 -0.00033041041863290211 0.00026899978428378057 -0.00050038060868305896 -0.0001903806321506066 0.00039270502097696054
leaf_weight=0.0011042569596851591 0.0010061357308394992 0.0010137359493428899 0.0010066375603637553 0.0015114713562427214 0.0015893504132711016 0.0011215627393396945 0.0011922452181695139
leaf_count=110 179 241 536 454 691 96 1603
internal_value=0 3.35144e-05 -1.56826e-05 -7.26681e-05 -0.00017785 -2.34687e-05 0.000110068
internal_weight=0 0.00853926 0.00752552 0.00642127 0.0049098 0.00332045 0.00231381
internal_count=3910 3731 3490 3380 2926 2235 1699
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=9
num_cat=0
split_feature=50 133 156 12 47 4 12 16
split_gain=4.65872e-05 4.19721e-05 5.08816e-05 5.93465e-05 4.4489e-05 8.82899e-05 6.93006e-05 5.26665e-05
threshold=1.0000000180025095e-35 0.087330000000000019 0.082605000000000026 -0.023959999999999995 0.09252500000000001 0.0057500000000000008 0.083325000000000024 -1.0000000180025095e-35
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=-0.00029318162799060412 -0.0004107109332989776 -0.00034454384080763071 -0.00032159888410968502 -0.00028039832868712982 -0.00010284845345070903 0.00086628093711446327 0.00019362993076898715 0.00032901454390911786
leaf_weight=0.0010215975746824847 0.001008283603456968 0.0010002568224860989 0.0010442023392256182 0.0010900386981459224 0.0012884242299492504 0.0013371249869994391 0.0010522963786094471 0.0010908390179137687
leaf_count=270 779 747 431 820 205 149 221 288
internal_value=0 3.39354e-05 8.17082e-05 0.000142917 0.00021896 0.000309682 0.000570047 2.44199e-05
internal_weight=0 0.00892478 0.00792452 0.00688032 0.00585872 0.0045703 0.00238942 0.00218088
internal_count=3910 3131 2384 1953 1683 1478 370 1108
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=7
num_cat=0
split_feature=11 2 0 42 3 0
split_gain=2.14845e-05 2.81811e-05 4.48564e-05 5.42052e-05 3.09287e-05 3.59712e-05
threshold=0.077330000000000024 0.091985000000000011 -0.10575999999999998 0.08401500000000002 0.088060000000000013 -0.13506999999999997
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=0.00018872525648019249 -0.00025316142856678515 0.00033591394873952229 -0.00049033168306764454 9.2962256417793312e-05 -0.00016818305852816436 0.00029890309520640775
leaf_weight=0.001461300813563958 0.0011134393109363322 0.0018625828756145485 0.0014470066006659569 0.0010621390994863707 0.001685396168360432 0.0010160494398080639
leaf_count=209 279 1038 954 1075 195 160
internal_value=0 3.64314e-05 -8.43709e-05 -0.000243419 0.000141523 7.49422e-06
internal_weight=0 0.00853447 0.00397045 0.00250915 0.00456403 0.00270145
internal_count=3910 3631 2238 2029 1393 355
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.82731e-05 2.14334e-05 3.26607e-05 2.72523e-05 4.14035e-05 3.96301e-05
threshold=0.077165000000000025 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.010319883711383102 -0.012755752328958966 0.018820043525614331 -0.019186971594233 -0.013931948290486254 0.016094059584225037 0.0061761767241172551
leaf_weight=0.0012638845727420351 0.0010004870976953375 0.0011989402990245533 0.0010260538844237086 0.0010443930540902265 0.0017189283328418598 0.0015417201695771265
leaf_count=391 282 195 916 316 560 1250
internal_value=0 0.00159998 0.00390707 0.000553202 0.0040823 -0.00395865
internal_weight=0 0.00779392 0.00653004 0.0053311 0.0042867 0.00256777
internal_count=3910 3628 3237 3042 2726 2166
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=6
num_cat=0
split_feature=15 49 15 3 0
split_gain=1.6693e-05 2.74764e-05 3.38036e-05 1.80815e-05 2.78177e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 0.10666500000000002 -0.070174999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.015604365013687352 -0.02087262944370261 -0.010455624849305976 0.0098586450693336249 0.0058649540301236331 -0.00091462875554069426
leaf_weight=0.0014269125152239744 0.0011678509037829315 0.0017615160212454068 0.0015311766602301331 0.0011525601297688623 0.0017372290337988932
leaf_count=334 1578 581 821 114 482
internal_value=0 0.00401382 -0.00100903 -0.00473313 -0.00893781
internal_weight=0 0.00471961 0.00329269 0.00405764 0.00290508
internal_count=3910 1736 1402 2174 2060
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=6
num_cat=0
split_feature=4 151 0 2 1
split_gain=1.41957e-05 2.46421e-05 3.50125e-05 1.79981e-05 2.79465e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 0.10113500000000002 0.081540000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010149593619811674 0.0081307066130241589 -0.021460362749833539 0.01433338461962444 -0.0099736871876366269 -0.0048737355036820281
leaf_weight=0.0013475397281798194 0.0017155758646507863 0.0010417398835709402 0.0013081321827439893 0.0015526999854421023 0.001799791258214326
leaf_count=558 426 201 1343 612 770
internal_value=0 -0.00201237 -0.0048864 -0.00118179 0.00321059
internal_weight=0 0.0070499 0.00570236 0.00466062 0.00310792
internal_count=3910 3484 2926 2725 2113
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=8
num_cat=0
split_feature=50 160 2 3 48 15 12
split_gain=6.58093e-05 4.96139e-05 3.51216e-05 6.44516e-05 7.08052e-05 4.71118e-05 7.50408e-07
threshold=0.07992500000000001 -0.026849999999999995 0.113945 -0.084129999999999996 0.086665000000000006 -0.055679999999999993 0.091555000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0003492241912285184 -0.00048287204791580568 -0.00020438146104790765 -0.00030192836442156576 -0.00029164048059337436 0.00062949847066488308 0.00022034030949736569 -0.0002797563543292165
leaf_weight=0.0016938116576860436 0.0010025506122574674 0.0010115954777751579 0.001404027190342729 0.0010888956119554404 0.001030563692703601 0.001891068044357936 0.0010196880724592306
leaf_count=799 755 533 399 340 221 596 267
internal_value=0 4.633e-05 -2.25737e-05 4.23441e-05 0.000186472 3.32596e-05 -0.000242219
internal_weight=0 0.00913965 0.00744584 0.00604181 0.00401053 0.00297996 0.00203128
internal_count=3910 3155 2356 1957 1157 936 800
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=7
num_cat=0
split_feature=1 4 4 1 3 2
split_gain=1.30972e-05 2.6036e-05 1.91701e-05 4.90027e-05 3.66253e-05 2.85595e-05
threshold=0.076710000000000014 -0.084009999999999987 0.0051950000000000008 0.10688500000000002 -0.0038649999999999999 0.11125500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.0023662077393247962 0.00819488888374891 -0.018305214234347857 0.0251392895826337 -0.0092906684361116817 -0.017093384620198587 0.010548633027758951
leaf_weight=0.0014840659573844002 0.0011095448603767703 0.0010337077679367502 0.0010510519905871291 0.0015570940460475811 0.0011837369747051824 0.0013587938586767086
leaf_count=422 898 1586 208 243 261 292
internal_value=0 -0.00612074 0.00241975 0.00662719 -0.00485831 -4.56213e-05
internal_weight=0 0.00251777 0.00626022 0.00396694 0.00229328 0.00291589
internal_count=3910 2008 1902 743 1159 535
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=8
num_cat=0
split_feature=147 52 13 1 2 3 15
split_gain=2.46713e-05 3.05124e-05 4.96215e-05 5.09906e-05 8.08594e-05 6.69787e-05 5.14784e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.23438999999999996 0.11097000000000001 0.10274500000000002 -0.084129999999999996 -0.077354999999999993
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=0.00040680679163237424 0.00027866557682346832 -0.00031463774802961469 -0.00047793724711057761 -0.00032299730023083618 0.00053952600548581051 -0.00015857449336694387 0.00040886859418407196
leaf_weight=0.0010556406488829214 0.0010823615816410561 0.0012824529583714377 0.0011210660529780993 0.0018888320087396193 0.0010441130606383578 0.0013507891423750937 0.0011279181334933126
leaf_count=148 234 639 944 362 431 435 717
internal_value=0 -3.49075e-05 1.23677e-05 -5.13708e-05 5.91092e-05 -8.02355e-05 9.96365e-05
internal_weight=0 0.00887081 0.00758836 0.00653272 0.00464389 0.00359977 0.00247871
internal_count=3910 3676 3037 2889 2527 2096 1152
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=7
num_cat=0
split_feature=1 52 150 15 3 0
split_gain=1.23454e-05 2.17353e-05 3.15931e-05 2.43256e-05 5.22157e-05 3.30198e-05
threshold=0.12864500000000004 -0.094124999999999986 0.082085000000000019 -0.0089749999999999986 -0.084129999999999996 -0.11756999999999999
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=-0.014857580859310854 0.0087874891024610543 -0.021597904068028639 0.013199521072466301 -0.014116259915652832 0.015008743139676857 0.0025274862130530203
leaf_weight=0.0010632659020845588 0.0013455949586109401 0.0012700460748745397 0.0015141318505447997 0.0010264106238939605 0.0015378138354196162 0.001025315475008841
leaf_count=695 331 220 409 690 870 695
internal_value=0 -0.0016215 0.000586553 -0.00334335 0.00335055 -0.0108213
internal_weight=0 0.00743698 0.00637372 0.00485959 0.00256422 0.00229536
internal_count=3910 3579 2884 2475 1560 915
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=7
num_cat=0
split_feature=15 15 12 1 16 16
split_gain=1.332e-05 2.42824e-05 3.4743e-05 5.06914e-05 1.83117e-05 4.61311e-05
threshold=-0.03231499999999999 -0.076594999999999983 0.090965000000000018 0.095575000000000007 0.15100500000000003 -0.084184999999999996
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=-0.01164831693268864 -0.01308268478289687 0.017164646726857892 -0.015620317678899065 0.016859512874583649 -0.012929570345244792 0.013904987992030214
leaf_weight=0.0010125267366648807 0.0012168431205985815 0.0010298211040941111 0.001046656165600891 0.0016244464213462264 0.0015146993013618734 0.0013209387950801252
leaf_count=503 578 408 356 469 293 1303
internal_value=0 0.00358985 -0.000205221 0.00591327 -0.00422861 0.000964647
internal_weight=0 0.00471345 0.00368363 0.00263697 0.00405248 0.00253778
internal_count=3910 1736 1328 972 2174 1881
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=7
num_cat=0
split_feature=15 12 133 13 160 13
split_gain=1.16446e-05 1.74857e-05 2.66414e-05 5.08687e-05 4.29232e-05 3.09434e-05
threshold=-0.26361999999999991 -0.036459999999999992 1.0000000180025095e-35 0.019675000000000002 0.041025000000000006 -0.015744999999999999
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=0.0099254490773081697 -0.012272274247984466 0.01337515059557591 -0.014119475989912351 0.020656621808871935 -0.019683733919572975 -0.0065654345204067812
leaf_weight=0.0010372762570206194 0.0012335302368342979 0.0016368219545196065 0.001019639312984935 0.0013114019517204744 0.0010259320857811944 0.0014835203318261916
leaf_count=302 329 892 1228 347 219 593
internal_value=0 -0.00136006 0.00071804 0.00349008 -0.00193943 0.0038947
internal_weight=0 0.00771085 0.00647732 0.00545768 0.00414627 0.00312034
internal_count=3910 3608 3279 2051 1704 1485
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=7
num_cat=0
split_feature=159 15 16 52 3 15
split_gain=2.3924e-05 3.34131e-05 4.63193e-05 4.73232e-05 4.7599e-05 3.2132e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 1.0000000180025095e-35 -0.078669999999999976 -0.017214999999999998
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=-0.00028851426249484148 0.00031824640440903041 -0.00039702141595598158 -0.00039921736852956336 0.00032084887311864936 -9.1014906789645128e-05 0.00032900992945427977
leaf_weight=0.0010090217816932758 0.0013126308751479467 0.0010753104770884082 0.0011858774617681733 0.0017053330463839911 0.0018877672847333669 0.0011131485573645946
leaf_count=633 408 274 1031 807 445 312
internal_value=0 3.12766e-05 -2.27871e-05 4.55104e-05 -6.66383e-05 6.47875e-05
internal_weight=0 0.00828007 0.00696744 0.00589213 0.00418679 0.00300092
internal_count=3910 3277 2869 2595 1788 757
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=6
num_cat=0
split_feature=15 49 15 2 0
split_gain=1.13e-05 2.40769e-05 2.90203e-05 1.72047e-05 6.66192e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 0.10836000000000003 0.012625000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.014184431017827208 0.0038175200568496374 -0.010147677238401674 0.0087238442993233089 0.0071344663819354025 -0.026970492701510973
leaf_weight=0.0014209897237150715 0.0018697526254355936 0.0017581663783967022 0.0015187931270255195 0.0010473280938331402 0.0011260800406947434
leaf_count=334 1722 581 821 259 193
internal_value=0 0.00331301 -0.00140117 -0.00389818 -0.00775514
internal_weight=0 0.00469795 0.00327696 0.00404316 0.00299583
internal_count=3910 1736 1402 2174 1915
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=7
num_cat=0
split_feature=49 2 2 0 0 1
split_gain=2.90359e-05 5.33581e-05 4.58091e-05 4.68659e-05 3.9403e-05 3.14227e-05
threshold=0.10513500000000002 0.11260500000000001 0.10113500000000002 -0.06402999999999999 -0.10575999999999998 0.11097000000000001
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=-2.0508556231567229e-05 0.0003031616203773519 0.00025938245495044267 -0.0004777549319460023 0.00035631994655214554 -0.00045473989509003091 -0.00010162703389323039
leaf_weight=0.0019450756422481747 0.0010428511201958724 0.0017770129062438036 0.0011562408823964357 0.0013561300478909574 0.0013688339615539121 0.0010014867992154961
leaf_count=334 366 502 358 195 2011 144
internal_value=0 -4.32771e-05 -0.000122048 -4.95309e-05 -0.000199871 0.00016179
internal_weight=0 0.00860478 0.00682777 0.00567153 0.00331391 0.00235762
internal_count=3910 3544 3042 2684 2345 339
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=7
num_cat=0
split_feature=15 150 15 133 16 15
split_gain=1.1442e-05 1.60016e-05 2.86709e-05 2.56525e-05 8.36558e-05 2.40955e-05
threshold=-0.26361999999999991 0.08486500000000001 -0.038029999999999987 1.0000000180025095e-35 -0.0090499999999999973 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0098265568082685772 -0.0032742408881482315 0.0075325258623771931 -0.015085130961113245 -0.011736807750912188 0.0212067200557403 -0.023333797977381356
leaf_weight=0.001038601234596182 0.0013580062720996394 0.001604193374174433 0.0010430678240823266 0.0010043505802810031 0.0016241259908585885 0.001071135978295537
leaf_count=302 407 427 811 736 474 753
internal_value=0 -0.00135457 -0.00369145 0.00188468 0.00701395 -0.0121195
internal_weight=0 0.00770488 0.00610069 0.00367154 0.00266719 0.00242914
internal_count=3910 3608 3181 2021 1285 1160
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=7
num_cat=0
split_feature=11 13 3 39 0 15
split_gain=1.95913e-05 2.26144e-05 3.10391e-05 3.96783e-05 5.27127e-05 3.4173e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11265500000000002 0.005105000000000001 -0.053834999999999994 -0.048914999999999993
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=0.00022281893598142518 -0.00025252553007219433 0.00026527112365039491 -0.00028918485984156709 0.00036758043432399067 -0.00039816937608339861 -0.00018205924637324335
leaf_weight=0.0018255735768986604 0.0010638736148047756 0.0017585625425400018 0.0013465977368436466 0.0011416145606368833 0.0011632479568662157 0.001047772887098468
leaf_count=534 279 812 134 355 295 1501
internal_value=0 3.0128e-05 -2.43444e-05 4.54306e-05 -4.72167e-05 9.82559e-05
internal_weight=0 0.00828337 0.0064578 0.0051112 0.00396958 0.00280634
internal_count=3910 3631 3097 2963 2608 2313
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=7
num_cat=0
split_feature=15 43 0 16 16 16
split_gain=1.04536e-05 2.07464e-05 5.09316e-05 2.06094e-05 1.7607e-05 3.45453e-05
threshold=-0.03231499999999999 -0.079109999999999986 -0.10462499999999998 -0.095109999999999986 0.15100500000000003 -0.084184999999999996
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=-0.0087266454387338564 -0.010859973042162872 0.0063942779553828018 0.022377451271608083 -0.012846007339258343 -0.012332797304425352 0.012498596747055212
leaf_weight=0.001115338741260657 0.0012136486414574296 0.0012331984316992131 0.0013332302658812601 0.0010149071255992779 0.0015027916250231633 0.0013236619544640389
leaf_count=687 578 263 661 125 293 1303
internal_value=0 0.0031829 0.0068919 -0.00229175 -0.00375483 0.00132571
internal_weight=0 0.00469667 0.00358134 0.00224811 0.0040401 0.00253731
internal_count=3910 1736 1049 388 2174 1881
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=8
num_cat=0
split_feature=47 43 16 52 15 1 1
split_gain=3.50322e-05 5.6027e-05 5.81729e-05 3.77273e-05 4.08363e-05 3.91629e-05 0.000101579
threshold=0.11669500000000001 -0.18906999999999999 0.15100500000000003 0.094070000000000015 -0.0063699999999999989 0.11167500000000001 0.094385000000000011
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=0.00045347092276248093 -0.00035221571559154871 -0.00024783149041794346 -0.00037569857446768717 -0.00028285670052365731 0.00036670226480650718 -0.0002889954162337384 0.00059778506762746145
leaf_weight=0.0010660498028160102 0.0010171059690504318 0.0011482936928031268 0.0014785166712677341 0.0010427955372869285 0.0017764171707097985 0.0011780639677572849 0.001041537895775733
leaf_count=248 179 706 504 706 1106 259 202
internal_value=0 3.22937e-05 -2.6279e-05 5.72209e-05 0.000126157 -7.19328e-07 0.000154365
internal_weight=0 0.00873167 0.00766562 0.00618711 0.00514431 0.0033679 0.00218983
internal_count=3910 3731 3483 2979 2273 1167 908
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=7
num_cat=0
split_feature=16 4 49 15 4 52
split_gain=1.00137e-05 2.47642e-05 1.89555e-05 5.90872e-05 3.7331e-05 4.42713e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.047894999999999993 -0.064869999999999983 -0.034289999999999994 0.071660000000000015
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=-0.0092636921132217675 0.0082719298004517612 0.0132575350088351 -0.02328381088570727 -0.020039458945306766 0.017545208656146734 0.0070058375355678722
leaf_weight=0.0010351574860506096 0.0015201542214996564 0.0013971828361110704 0.0012451447796154825 0.0010710535329241455 0.0010796565734666314 0.0013917194320371656
leaf_count=179 411 407 827 809 432 845
internal_value=0 0.00121166 -0.00145654 -0.00454554 0.00204087 -0.00475609
internal_weight=0 0.00770491 0.00630773 0.00478757 0.00354243 0.00246277
internal_count=3910 3731 3324 2913 2086 1654
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=7
num_cat=0
split_feature=42 160 43 15 3 16
split_gain=1.08118e-05 3.04798e-05 2.20449e-05 2.14675e-05 4.0487e-05 2.43022e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.073314999999999991 0.088060000000000013 -0.10486499999999999
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=-0.0089395761887298905 -0.010525789308570161 0.014382210972539401 -0.0025616728990394411 0.0083318285260965252 -0.019292609179440926 0.019240294546325101
leaf_weight=0.0011773633390061702 0.001676863450950309 0.0016941741812787799 0.0010385769928214995 0.0010102146696017364 0.0011173981029026366 0.0010070083774054042
leaf_count=1060 1040 604 174 721 146 165
internal_value=0 0.00136392 0.00476193 0.00085643 -0.00617621 0.00817108
internal_weight=0 0.00754424 0.00586737 0.0041732 0.00212761 0.00204559
internal_count=3910 2850 1810 1206 867 339
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=9
num_cat=0
split_feature=50 156 151 12 1 12 151 2
split_gain=2.9518e-05 3.4287e-05 4.22627e-05 4.29963e-05 7.57674e-05 7.28156e-05 6.21779e-05 9.66826e-05
threshold=1.0000000180025095e-35 0.084330000000000016 1.0000000180025095e-35 -0.036459999999999992 0.11561500000000001 0.096055000000000015 -0.0088999999999999982 0.091985000000000011
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=-0.00020647625439860329 -0.0003198140573018954 -0.00029532327988991886 -0.00029537993217664541 -0.00017400625603926793 0.00063024673190354688 -0.00037893005079057111 2.2290430269980796e-05 0.00080573128232278534
leaf_weight=0.0011869519730336687 0.0010036691971634778 0.0010676753014442616 0.0010126500079358008 0.0010749245578496056 0.0012513985967864934 0.0010098111800374851 0.0012820854677092883 0.0011477911693522716
leaf_count=345 779 513 166 258 184 420 952 293
internal_value=0 3.46369e-05 7.88632e-05 0.000133369 0.000203327 8.49903e-05 0.000218656 0.000392361
internal_weight=0 0.00903329 0.00796561 0.00695296 0.00576601 0.00451461 0.0035048 0.00242988
internal_count=3910 3131 2618 2452 2107 1923 1503 1245
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=7
num_cat=0
split_feature=147 11 4 15 52 2
split_gain=2.65398e-05 3.46957e-05 3.25214e-05 6.08287e-05 5.50945e-05 3.37434e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0010999999999999996 -0.10071499999999999 -0.068164999999999989 0.096540000000000015
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=-4.5953493119800024e-05 0.00029516537719790861 -0.00037800950897498337 0.00014696273006251608 -3.2380238085327927e-05 -0.00067366303853139164 0.00032974408141168575
leaf_weight=0.0018639537261258502 0.0010266301738699407 0.0010191855625136352 0.001778542349034234 0.0010465727387419625 0.0010142261962839982 0.0018132221857991696
leaf_count=1783 234 284 513 213 424 459
internal_value=0 -3.85174e-05 7.51526e-06 -0.000118707 -0.000347989 0.000139304
internal_weight=0 0.0085357 0.00751652 0.00383934 0.0020608 0.00367718
internal_count=3910 3676 3392 1150 637 2242
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=7
num_cat=0
split_feature=13 3 39 2 2 3
split_gain=1.08197e-05 2.78337e-05 3.50515e-05 2.14166e-05 3.54941e-05 2.81921e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 0.10274500000000002 0.087005000000000013 -0.08348499999999999
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=0.0092996084735967564 0.011199500819987284 -0.014979563408268641 0.016321760644338303 0.01002930327482756 -0.018420813947658071 -0.0095321913447084516
leaf_weight=0.0010889837230967352 0.0013588985163011766 0.0012536312107616562 0.0012520073762573311 0.0011015846847191851 0.0014222610646350865 0.0012679694396046889
leaf_count=210 706 138 416 555 1127 758
internal_value=0 -0.00135345 0.00131449 -0.00233339 -0.00569672 0.00119247
internal_weight=0 0.00765635 0.00640272 0.00515071 0.00404913 0.00262687
internal_count=3910 3700 3562 3146 2591 1464
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=8
num_cat=0
split_feature=50 4 52 16 1 1 12
split_gain=3.79012e-05 3.86481e-05 4.0795e-05 4.13735e-05 3.99468e-05 3.95818e-05 3.76037e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.094124999999999986 -0.094359999999999986 0.091310000000000016 0.090740000000000015 0.08401500000000002
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=-0.00031960603462967061 -0.00035997202276798022 0.00031024796056954446 0.0001154572900301758 -0.00022460037808132659 -0.00041693469460646966 0.00046230961809098318 0.0002703445018980851
leaf_weight=0.0014208414590205125 0.0010142528499808455 0.0016563183367251403 0.0010373023143806191 0.0011443904810929137 0.0011344400865433146 0.0012480557017978556 0.001218621478373962
leaf_count=614 779 396 349 231 105 357 1079
internal_value=0 4.01742e-05 -2.19233e-05 5.12176e-05 -0.000162645 0.000179837 3.06461e-05
internal_weight=0 0.00885997 0.00720365 0.00578281 0.00217174 0.00361107 0.00236301
internal_count=3910 3131 2735 2121 454 1667 1310
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 3 2
split_gain=4.31825e-05 4.13751e-05 3.55233e-05 4.70053e-05 4.96068e-05 5.06909e-05 3.53703e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.023959999999999995 -0.23071499999999998 -0.11756999999999999 0.096385000000000012 0.08400500000000001
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=0.00032187256997022305 -0.00038809517108384959 -0.0003358316758147654 -0.00034214501351116042 -0.00036015778112326378 0.00011523746643185314 0.0002239196837395989 0.00057654768500373836
leaf_weight=0.001634370070125896 0.0010081494559088773 0.001173431417669994 0.0010391635524393764 0.0012556648023837966 0.0016104133768610447 0.0010481459123718685 0.0010593841710817139
leaf_count=796 779 348 169 162 379 135 1142
internal_value=0 4.02771e-05 -2.37666e-05 3.71349e-05 0.00011638 -9.44248e-05 0.000298287
internal_weight=0 0.00882057 0.0071862 0.00601277 0.00497361 0.00230381 0.0026698
internal_count=3910 3131 2335 1987 1818 297 1521
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=7
num_cat=0
split_feature=11 2 3 0 12 2
split_gain=1.24362e-05 2.89274e-05 2.99094e-05 2.90479e-05 3.81779e-05 2.86699e-05
threshold=1.0000000180025095e-35 0.091985000000000011 0.088060000000000013 -0.10575999999999998 0.084100000000000022 0.113945
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=0.0067857065755369235 -0.010227246467847716 0.017362455109196883 0.010418617935749696 0.00044603900322771385 -0.025446868190194056 -0.011107666598868644
leaf_weight=0.0012841627906530814 0.0010519628056500138 0.0016740261014566177 0.0012858391978893189 0.0011830358018933261 0.0010979112259846787 0.0011925227292182725
leaf_count=191 304 1032 134 456 1572 221
internal_value=0 0.001363 0.00703589 -0.00524437 -0.0120173 6.07346e-05
internal_weight=0 0.0077175 0.00415239 0.00356511 0.00228095 0.00247836
internal_count=3910 3606 1387 2219 2028 355
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=6
num_cat=0
split_feature=42 160 1 1 15
split_gain=1.15227e-05 2.45258e-05 2.6106e-05 5.20657e-05 3.80666e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.122185 0.10915500000000002 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00921943196192462 -0.0092374793649176654 0.017363118442411781 0.019126267656959565 -0.01795865385376608 -0.0026559656109677054
leaf_weight=0.001179427436186169 0.0016835978330621264 0.0018218811126805351 0.0010050412173679638 0.0010791680608494923 0.0019844641338724453
leaf_count=1060 1040 508 243 199 860
internal_value=0 0.00140649 0.00444867 0.00142922 0.00692603
internal_weight=0 0.00757415 0.00589055 0.00488551 0.00380635
internal_count=3910 2850 1810 1567 1368
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=7
num_cat=0
split_feature=157 160 12 12 4 15
split_gain=1.24627e-05 5.19193e-05 2.43417e-05 2.43756e-05 3.4448e-05 2.69315e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.023959999999999995 0.092365000000000017 0.15045000000000003 -0.074174999999999977
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=0.010446785522515675 -0.021789246157671305 -0.011842412370332707 0.019180146178894946 -0.016075194079081683 0.0090432956232655206 0.0013509299987988896
leaf_weight=0.0010061738740682995 0.0010738335333387514 0.0010791094322692074 0.0016216930649822132 0.0011060666687457863 0.0010782118727137575 0.0017740246520336587
leaf_count=587 813 391 301 721 115 982
internal_value=0 -0.00138447 0.00190596 0.00456474 -0.00367611 0.00986563
internal_weight=0 0.00773294 0.00665911 0.00558 0.00218428 0.00339572
internal_count=3910 3323 2510 2119 836 1283
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=8
num_cat=0
split_feature=47 43 2 16 4 2 4
split_gain=2.96376e-05 4.41254e-05 6.15521e-05 4.11829e-05 4.0946e-05 1.96379e-05 1.62143e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.029944999999999996 0.0082450000000000006 0.11835000000000002 -0.045299999999999993
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=0.00041071588344665727 -0.00031752805835401425 0.0002590579554446374 8.2614883504238687e-05 -0.00040219942609755893 -0.00025623371752061592 -5.4682958716512282e-05 0.00040091328080756224
leaf_weight=0.0010628858185272342 0.0010162567220198355 0.0011435880355823303 0.0010615200950222716 0.0017860766882852241 0.0012311473541432307 0.0010250660322257332 0.0014637602958900374
leaf_count=248 179 1167 240 975 326 367 408
internal_value=0 3.61822e-05 -1.54426e-05 -0.000177265 -8.08759e-06 0.000174204 0.000267114
internal_weight=0 0.00877404 0.00771116 0.00416081 0.00237474 0.00355035 0.00252528
internal_count=3910 3731 3483 2468 1493 1015 648
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=7
num_cat=0
split_feature=376 1 47 4 3 52
split_gain=1.29909e-05 2.39733e-05 2.46763e-05 2.96953e-05 3.6561e-05 6.3734e-05
threshold=0.048375000000000008 0.12864500000000004 0.09252500000000001 0.05309500000000001 0.090325000000000003 0.0033900000000000002
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=-0.025443863615812048 0.010696473613381602 0.012214756345679525 -0.017772377792943075 0.0095727626783060574 0.0083197175224286376 0.0066539539519795817
leaf_weight=0.0015646853081421252 0.0010015032751578027 0.00110715979372367 0.0010466176836960751 0.001790964544136988 0.0012074118714555711 0.0010231138498591683
leaf_count=1336 206 276 329 501 192 1070
internal_value=0 -0.00140715 -0.00368095 -0.0010408 -0.00604935 -0.0127537
internal_weight=0 0.00773995 0.00663279 0.00558618 0.00379521 0.0025878
internal_count=3910 3704 3428 3099 2598 2406
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=7
num_cat=0
split_feature=157 160 2 3 15 3
split_gain=1.11042e-05 4.30718e-05 2.41822e-05 3.05122e-05 2.56561e-05 6.20851e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.086875000000000022 -0.074234999999999982 -0.073314999999999991 0.0066850000000000008
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=0.0098883856275856462 -0.019908771261218688 0.0036547834458866067 0.015511870270370537 -0.018669170274064527 0.014283340231854756 -0.018034569584485915
leaf_weight=0.0010012519140155168 0.0010717229698761063 0.0014003874741614964 0.0017636520246768371 0.0010878756051268417 0.0013104206469369772 0.001087939671435664
leaf_count=587 813 822 556 288 712 132
internal_value=0 -0.0013046 0.00169355 -0.00610531 0.00635611 -0.000376649
internal_weight=0 0.007722 0.00665028 0.00248826 0.00416201 0.00239836
internal_count=3910 3323 2510 1110 1400 844
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=8
num_cat=0
split_feature=1 42 3 2 2 2 43
split_gain=3.18692e-05 6.72162e-05 5.00304e-05 3.65283e-05 3.64766e-05 3.4334e-05 2.27536e-05
threshold=0.12730000000000002 0.092145000000000019 -0.08348499999999999 0.097940000000000013 0.083795000000000022 0.11230000000000001 -0.083899999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.0004525920077729865 0.00025465629997335499 -0.00050788710856202097 -7.018376101585991e-06 0.0003161561565419632 -0.00047770360767550855 -0.00015111696308399479 6.308742719534949e-05
leaf_weight=0.0011308583517227919 0.0015378531682159946 0.0010843822767342649 0.0011804493231538907 0.0011814888220661834 0.0013649794493503285 0.0012380897191314054 0.0011764976194425468
leaf_count=606 345 721 407 251 663 215 702
internal_value=0 -5.24853e-05 1.54197e-05 -9.54484e-05 -0.000259422 7.70542e-05 0.000253988
internal_weight=0 0.00835675 0.00727236 0.00496501 0.00254543 0.00241958 0.00230736
internal_count=3910 3565 2844 1536 1070 466 1308
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=7
num_cat=0
split_feature=160 16 51 0 13 0
split_gain=1.15659e-05 3.00095e-05 2.96982e-05 2.61316e-05 2.35413e-05 2.1242e-05
threshold=-0.063534999999999994 -0.055679999999999993 0.077145000000000005 -0.06402999999999999 -0.0064299999999999991 -0.11756999999999999
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=0.0076181084946051469 -0.011578964327281178 -0.021842654971567284 0.017100671625129332 0.0084071584122878233 -0.013103540565035028 0.0059636134847468247
leaf_weight=0.0016148980765457099 0.0012229997424064204 0.0010644137302526879 0.0012030307433821934 0.0010027646786218494 0.0010327542724298841 0.0015845854351823562
leaf_count=1007 244 775 311 159 250 1164
internal_value=0 -0.00175662 0.00395486 -0.00914599 -0.00250665 -0.00167803
internal_weight=0 0.00711055 0.00401062 0.00309993 0.00203552 0.00280759
internal_count=3910 2903 1719 1184 409 1408
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=7
num_cat=0
split_feature=150 1 47 2 2 2
split_gain=1.1345e-05 2.53206e-05 3.394e-05 2.78572e-05 3.63224e-05 2.60419e-05
threshold=0.10559 0.10285500000000002 0.084155000000000021 0.10113500000000002 0.091985000000000011 0.084235000000000018
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=0.0043016088540953476 -0.0097106880714794997 0.018837845159774654 -0.0018587947213351702 -0.016200359468340347 0.015906512809441154 -0.017958475771756851
leaf_weight=0.0010973510901749928 0.0010609267598111457 0.0015356069949786293 0.0016369956435893479 0.001248954345353871 0.0011234953677447851 0.0010086090527351055
leaf_count=788 233 586 244 491 465 1103
internal_value=0 0.00132392 0.00815882 -0.00351806 0.00138667 -0.00635943
internal_weight=0 0.00765101 0.0031726 0.00447841 0.00322946 0.00210596
internal_count=3910 3677 830 2847 2356 1891
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=7
num_cat=0
split_feature=159 15 4 1 1 13
split_gain=1.60458e-05 2.67734e-05 3.96039e-05 4.71301e-05 3.41688e-05 3.95699e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.10471000000000001 0.089175000000000018 -0.028919999999999998
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=-0.00023890054068557415 0.0002757546256531208 -0.00017203602164172805 -0.00028403052703694463 0.00041142606365537996 -0.00033532417902329257 0.00026981751567357063
leaf_weight=0.0010229316638889494 0.0013364049896958411 0.0014470643439530952 0.0017378999520200281 0.0011345899798118359 0.0011031583446555991 0.0016884555443126442
leaf_count=633 408 943 341 330 462 793
internal_value=0 2.11203e-05 -2.67333e-05 5.64855e-05 -3.85233e-05 6.5899e-05
internal_weight=0 0.00844757 0.00711117 0.00537327 0.00423868 0.00313552
internal_count=3910 3277 2869 2528 2198 1736
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=7
num_cat=0
split_feature=11 13 1 1 52 0
split_gain=1.95645e-05 2.88191e-05 6.4881e-05 3.99436e-05 5.52483e-05 6.03858e-05
threshold=0.077330000000000024 -0.00059999999999999995 1.0000000180025095e-35 0.11649500000000002 -0.069134999999999988 -0.10131499999999999
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=-0.00012316928973085385 -0.0002539887686556294 -0.00033188043653195072 0.00041784464474999982 -0.00036625268950194579 0.00046845163629256567 -0.0001453472520468093
leaf_weight=0.0015928564358088917 0.0010631760871751038 0.0010851820881899975 0.0018329144400936461 0.00127723023192566 0.0013982027175331753 0.001101845749414546
leaf_count=1574 279 258 1034 171 174 420
internal_value=0 2.85444e-05 0.000166293 -6.85043e-05 3.75678e-05 0.000197932
internal_weight=0 0.00828823 0.00342577 0.00486246 0.00358523 0.00250005
internal_count=3910 3631 2608 1023 852 594
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=6
num_cat=0
split_feature=11 4 49 1 2
split_gain=1.07593e-05 2.50366e-05 3.86358e-05 3.07217e-05 2.16236e-05
threshold=1.0000000180025095e-35 -0.0010999999999999996 -0.0087399999999999995 0.11198000000000001 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00029155935585637062 -0.0095421153858548848 -0.01694686278642913 -0.0089978681772940224 0.012830320301227868 0.015267083345761072
leaf_weight=0.0018095361040055427 0.0010457893405960827 0.0014846394676288083 0.0011493645974787485 0.001468699048955271 0.0017641291336179322
leaf_count=1864 304 271 607 369 495
internal_value=0 0.00126982 -0.00406023 0.00324746 0.00738892
internal_weight=0 0.00767637 0.0041027 0.00261806 0.00357367
internal_count=3910 3606 1247 976 2359
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=7
num_cat=0
split_feature=11 4 42 3 0 15
split_gain=2.08453e-05 2.87452e-05 3.15235e-05 6.18701e-05 2.84625e-05 4.83272e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.084100000000000022 0.045635000000000002 -0.10575999999999998 -0.095799999999999982
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=0.00055943123903744152 -0.0002638890092627323 -0.00017170427781851196 -0.00014359620016025766 -1.8320538100467919e-05 -0.00027888351303477412 0.00036361066858365128
leaf_weight=0.0013603506173377143 0.0010617304587470519 0.0016023541206373754 0.0010281760473425704 0.0014966306168884118 0.0017049561184120897 0.0010890730051898263
leaf_count=1007 279 266 1129 233 817 179
internal_value=0 2.7935e-05 0.000150821 0.000256776 -8.0661e-05 4.49083e-05
internal_weight=0 0.00828154 0.00388516 0.00285698 0.00439638 0.00269143
internal_count=3910 3631 2369 1240 1262 445
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=7
num_cat=0
split_feature=13 3 1 15 52 1
split_gain=3.0041e-05 4.28815e-05 5.18606e-05 5.23368e-05 4.69179e-05 4.45328e-05
threshold=0.17936000000000002 -0.08348499999999999 0.088010000000000019 -0.050004999999999994 -0.072349999999999984 0.092730000000000021
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=0.00048116615662979105 -0.00030619127666737698 -0.00031575533768533849 -0.00011689503288300763 -0.00027319592758969879 0.000396539486617061 -4.3154830978038327e-05
leaf_weight=0.0014484205685412921 0.0010722469943891975 0.0019041440307781873 0.0010635747229314058 0.0011882720182216904 0.00191871338085567 0.0010925874270670845
leaf_count=1077 221 1222 199 501 446 244
internal_value=0 4.18334e-05 -4.76329e-05 7.47832e-05 0.000213433 0.000255718
internal_weight=0 0.00861571 0.0060747 0.00417056 0.00298229 0.00254101
internal_count=3910 3689 2368 1146 645 1321
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=8
num_cat=0
split_feature=50 160 49 3 4 15 3
split_gain=4.93729e-05 3.52555e-05 3.00827e-05 4.1866e-05 8.47355e-05 5.19358e-05 6.70523e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.081419999999999979 -0.13309499999999996 0.25367000000000006 -0.07142999999999998 -0.021064999999999997
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=0.00030817947692600667 -0.00041103655543274671 0.00026124734892842163 -0.00037464816048866326 -0.00048151390559478935 0.00049051880518550292 0.00040004754681834294 -0.00025984594412364231
leaf_weight=0.0016269199493523703 0.0010058767137724441 0.0012822135571967245 0.0013422548675355349 0.0011094853491893249 0.0011116041256546199 0.0010598704224180811 0.0013410882485171234
leaf_count=796 779 212 231 432 282 1035 143
internal_value=0 4.73365e-05 -1.12255e-05 -6.98021e-05 1.8726e-05 -0.00013067 3.1455e-05
internal_weight=0 0.00887344 0.00724652 0.0059643 0.00462205 0.00351044 0.00240096
internal_count=3910 3131 2335 2123 1892 1610 1178
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=7
num_cat=0
split_feature=47 43 52 150 1 13
split_gain=2.63166e-05 4.09972e-05 5.72465e-05 4.53136e-05 3.93339e-05 3.93894e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.087235000000000021 0.10373000000000002 -0.028919999999999998
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=0.00039548205561992832 -0.0002986108466404145 -0.00022521706422775446 -0.00032274726012752696 -0.00022151081627540394 0.00041572644853176907 0.00024126003319386885
leaf_weight=0.0010669220689397329 0.0010126121490978716 0.0012474283267298188 0.001782595549397051 0.0014644950374125866 0.001655793381634442 0.0015742227073974773
leaf_count=248 179 965 1103 339 435 641
internal_value=0 3.51968e-05 -1.45662e-05 7.78888e-05 0.000175817 3.50344e-05
internal_weight=0 0.00879146 0.00772454 0.00594194 0.00447744 0.00282165
internal_count=3910 3731 3483 2380 2041 1606
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=7
num_cat=0
split_feature=376 43 0 457 13 4
split_gain=1.05205e-05 2.74796e-05 3.97917e-05 3.01645e-05 2.91961e-05 3.44326e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.070894999999999986 0.041935000000000007 -0.10939499999999998 0.022820000000000003
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=-0.0064867016315050463 0.0096168139873624228 0.0029247342309203679 0.018462414939374828 0.0097827887813602549 -0.028380744200126512 -0.0058898440848534038
leaf_weight=0.0011679646266669636 0.0010027285565496627 0.0013337326587656642 0.0014122262805360622 0.0010390291144122344 0.0011467254240560901 0.0016749638647774942
leaf_count=1201 206 283 331 172 1367 350
internal_value=0 -0.00126667 0.0071688 -0.00545674 -0.00926726 -0.0150301
internal_weight=0 0.00777464 0.00258019 0.00519445 0.00415542 0.00282169
internal_count=3910 3704 1532 2172 2000 1717
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=8
num_cat=0
split_feature=42 43 157 2 48 4 4
split_gain=2.75553e-05 4.17341e-05 3.76485e-05 4.53112e-05 7.36652e-05 5.91216e-05 6.39006e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.12068000000000001 0.090910000000000005 0.074650000000000008 -0.030814999999999995
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=-0.00026790026254003058 -0.00022552056746082407 -0.00029180792163212245 0.00021297569413463962 -0.00020220033426664389 0.00066465470459198673 0.00042111594591536688 -0.00044981091679617465
leaf_weight=0.0012834506799960016 0.0011515205064814493 0.0012347809500170481 0.0012137508161842504 0.0010750637581201259 0.001197849756906563 0.0013967679618082955 0.0010371608861597858
leaf_count=1060 598 223 863 266 245 245 410
internal_value=0 4.08025e-05 9.88758e-05 0.000161969 0.000242766 0.000104224 -9.24189e-05
internal_weight=0 0.00830689 0.00707211 0.00592059 0.00484553 0.00364768 0.00225091
internal_count=3910 2850 2627 2029 1763 1518 1273
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=7
num_cat=0
split_feature=147 11 0 48 42 4
split_gain=1.96652e-05 3.31461e-05 4.30572e-05 8.76259e-05 6.97375e-05 4.22974e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
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=-0.0002820385152029154 0.00025902624330392246 -0.00036236977055155689 0.0003319297586092799 0.0005933798405736067 -0.00038485756818281666 -0.00010789834647071401
leaf_weight=0.0014872971383292329 0.0010194844863859144 0.0010108630861129239 0.0018409420610075321 0.0010896471121802217 0.0014332924807820922 0.0015470868027055329
leaf_count=151 234 284 933 491 1389 428
internal_value=0 -2.93354e-05 1.61688e-05 9.12027e-05 -2.22923e-05 0.00013109
internal_weight=0 0.00840913 0.00739827 0.00591097 0.00482132 0.00338803
internal_count=3910 3676 3392 3241 2750 1361
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=7
num_cat=0
split_feature=42 43 4 16 16 0
split_gain=1.11498e-05 2.32808e-05 3.15007e-05 2.61184e-05 5.21048e-05 2.6275e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 -0.110495 -0.15517999999999996
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=-0.0090453711939935226 0.013321019157446748 -0.017052589508204246 -0.0039421948873060017 0.013381611730670344 -0.015992980759231046 0.018203020369554065
leaf_weight=0.0011843042233648888 0.001345183613199811 0.001042078064765352 0.0010117735135023547 0.0014525754055224596 0.0016126806847271392 0.0011388358272877775
leaf_count=1060 581 246 163 599 891 370
internal_value=0 0.00138587 -0.00117966 0.00199159 -0.00240479 0.0077846
internal_weight=0 0.00760313 0.00625794 0.00521587 0.00376329 0.00215061
internal_count=3910 2850 2269 2023 1424 533
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=9
num_cat=0
split_feature=50 133 12 160 3 0 2 2
split_gain=4.43382e-05 4.38174e-05 5.04407e-05 5.46773e-05 3.45494e-05 4.99021e-05 9.31577e-05 5.16389e-05
threshold=0.07992500000000001 0.088055000000000008 -0.036459999999999992 0.087825000000000014 -0.13927999999999999 -0.032484999999999993 0.10796500000000002 0.081615000000000007
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=-0.00032512391529971701 -0.00039632863551202299 -0.00034304048337893711 0.00050974955611161497 -0.00027747568405599231 0.00016806703489164216 -0.00024239149036758381 -0.00023385690268635603 0.00071657607264205179
leaf_weight=0.001003493390273954 0.001009567112559802 0.0010333758465480231 0.0012249579564452013 0.0010083849242144977 0.0013050873024610286 0.0010265243426278237 0.0010995737704397111 0.0013347943745543533
leaf_count=345 755 707 263 240 323 140 239 898
internal_value=0 3.69326e-05 8.59972e-05 0.00014494 0.00021604 0.00014055 0.000245672 0.000445408
internal_weight=0 0.00903619 0.00800282 0.00699932 0.00599094 0.00476598 0.00373946 0.00263988
internal_count=3910 3155 2448 2103 1863 1600 1460 1221
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=7
num_cat=0
split_feature=2 52 3 1 43 2
split_gain=1.1127e-05 3.9917e-05 3.48657e-05 3.83976e-05 4.38268e-05 2.77376e-05
threshold=0.10946500000000002 0.084240000000000023 0.090325000000000003 0.088135000000000005 -0.06705499999999999 0.12663500000000003
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=0.010022837634338037 0.013947604828398864 -0.016515591758479022 0.018739226613931997 0.0037637445092598512 -0.024763956067292842 -0.0068948627077769151
leaf_weight=0.0014911460050602773 0.0015582797516318946 0.0015038287031284622 0.0010029295872347683 0.0010513048461376435 0.0011040888909163171 0.001081782134420716
leaf_count=1139 398 1070 176 359 399 369
internal_value=0 -0.00235349 0.00222711 -0.00231432 -0.0108494 0.00540727
internal_weight=0 0.0061533 0.00464947 0.00364654 0.00215539 0.00264006
internal_count=3910 3143 2073 1897 758 767
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=7
num_cat=0
split_feature=11 4 49 4 42 3
split_gain=1.96199e-05 3.44791e-05 3.70358e-05 3.79014e-05 2.96262e-05 6.08171e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.25367000000000006 0.084100000000000022 0.045635000000000002
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=0.00056277987400969092 -0.00024879588309322453 -0.00032186644795789953 -0.00015334936563598202 0.00029999497898164135 -0.00011932733427296902 -5.0642930135609407e-06
leaf_weight=0.0013835113942338613 0.0010998537521068842 0.0016467974555547209 0.0016051348121622526 0.0012700048366208385 0.0010483778810005313 0.0015238566082305467
leaf_count=1007 279 276 627 359 1129 233
internal_value=0 2.95593e-05 -8.73962e-05 4.69016e-05 0.000163255 0.000265152
internal_weight=0 0.00847768 0.00452194 0.00287514 0.00395575 0.00290737
internal_count=3910 3631 1262 986 2369 1240
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=7
num_cat=0
split_feature=11 4 49 3 42 3
split_gain=1.8397e-05 2.55022e-05 2.90594e-05 3.44811e-05 2.24737e-05 5.49699e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.090325000000000003 0.08221500000000001 0.045635000000000002
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=0.028614563455914729 -0.012781555557416556 -0.01484207278746638 0.013990601514212895 -0.0088534016247749838 -0.0046055038454384583 -0.00063441084795713915
leaf_weight=0.0011831922139640461 0.0010015136665001189 0.001503956391574455 0.0013216180675273202 0.0013213755212603119 0.0010514033836026555 0.0014061910965027001
leaf_count=894 279 276 790 196 1242 233
internal_value=0 0.00161689 -0.00374499 0.00256965 0.00772421 0.0127306
internal_weight=0 0.00778774 0.00414695 0.00264299 0.00364079 0.00258938
internal_count=3910 3631 1262 986 2369 1127
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=7
num_cat=0
split_feature=11 4 3 2 133 3
split_gain=1.47109e-05 2.08017e-05 2.57184e-05 6.43633e-05 2.07553e-05 2.91303e-05
threshold=0.077165000000000025 -0.0010999999999999996 -1.0000000180025095e-35 0.11230000000000001 1.0000000180025095e-35 0.045635000000000002
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=0.021360078782105527 -0.01143168697547374 -0.013508385114779857 0.016606976359640552 -0.01528761973144984 -0.0044805300429914827 -0.00029267483541923345
leaf_weight=0.0014317319434304602 0.0010007836893546904 0.0015645611742745686 0.0014560611769231157 0.001118916244810671 0.0011019523885654305 0.0010976811856757928
leaf_count=1143 282 827 221 211 1002 224
internal_value=0 0.00144949 -0.00339639 0.00274768 0.0069735 0.0119635
internal_weight=0 0.0077709 0.00413954 0.00257498 0.00363137 0.00252941
internal_count=3910 3628 1259 432 2369 1367
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=7
num_cat=0
split_feature=4 42 15 160 16 1
split_gain=1.45244e-05 2.60632e-05 3.5366e-05 3.33609e-05 5.35857e-05 6.38734e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.0063350000000000012 0.094485000000000013
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=0.020665566578389135 0.0081980886556764134 -0.013666415344097802 -0.015036732627616445 -0.0065135364237081704 -0.017173776854305618 0.027470794927180575
leaf_weight=0.0010518374644973311 0.0017273118604684791 0.0015123715162609682 0.0010841742366455931 0.0011839413855899786 0.0011575279464507175 0.0010378547869683093
leaf_count=465 426 1266 842 383 321 207
internal_value=0 -0.00203685 0.00115212 0.00511305 0.000272221 0.00936137
internal_weight=0 0.00702771 0.00551534 0.00443116 0.00337932 0.0022218
internal_count=3910 3484 2218 1376 911 590
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=7
num_cat=0
split_feature=147 376 52 12 13 2
split_gain=2.14427e-05 2.91895e-05 4.22768e-05 4.31897e-05 4.73041e-05 5.80497e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.083514999999999992 0.094010000000000024
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=0.00019217351206535506 0.00026819134054374845 0.00027736292671892411 -0.00040950730588987228 0.0003161357033054332 -8.396352684553591e-07 -0.0005298094209003788
leaf_weight=0.0015021548881002673 0.0010043406668833301 0.0010074997973833176 0.0012332084986222914 0.001233355559751746 0.0018532397584561941 0.0014003073471507343
leaf_count=818 234 194 711 464 1063 426
internal_value=0 -3.52908e-05 -7.89057e-05 -1.08314e-05 -9.56279e-05 -0.000228505
internal_weight=0 0.00822977 0.00722227 0.00598906 0.0047557 0.00325355
internal_count=3910 3676 3482 2771 2307 1489
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=7
num_cat=0
split_feature=47 4 12 4 15 3
split_gain=3.43733e-05 4.88749e-05 7.54234e-05 5.03176e-05 2.89204e-05 3.81021e-05
threshold=0.11669500000000001 0.17888000000000001 0.096210000000000004 -0.0010999999999999996 -0.021529999999999997 -0.046444999999999993
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=0.00032445677160024923 -0.00033808450488508626 7.8962436753908939e-06 0.00068537534827337054 -0.00031964668908554452 -0.00024540414936574911 0.00019199186706883351
leaf_weight=0.0011775901942900928 0.0010280725446889854 0.0016940045228442781 0.0010075734938217729 0.001914592516672621 0.0016069735356705702 0.0014626208093223114
leaf_count=588 179 456 100 683 1696 208
internal_value=0 4.06708e-05 0.000260567 -5.57409e-05 6.32255e-05 -3.69908e-05
internal_weight=0 0.00886336 0.00270158 0.00616178 0.00424718 0.00306959
internal_count=3910 3731 556 3175 2492 1904
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=7
num_cat=0
split_feature=2 40 0 0 52 4
split_gain=2.86911e-05 6.62655e-05 4.21051e-05 7.03242e-05 4.09143e-05 4.0113e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 -0.014809999999999999 -0.070894999999999986 1.0000000180025095e-35 0.0057500000000000008
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=-0.00051115781854210729 -7.2963952687992869e-06 -0.00025842012046689924 -0.00025955338389508932 0.00054060293537680167 0.00047335324595745642 0.00018153530298140304
leaf_weight=0.0011091575374991098 0.0019921064641820613 0.0015668407417718713 0.001605585289219235 0.0010983702309933108 0.0010344636316793913 0.0016211264792118426
leaf_count=266 517 1967 238 266 250 406
internal_value=0 -7.14917e-05 1.12757e-05 0.000112723 0.000156987 -3.46966e-05
internal_weight=0 0.00700108 0.00589192 0.00428634 0.00302657 0.00318797
internal_count=3910 3143 2877 2639 767 2373
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=6
num_cat=0
split_feature=11 13 3 48 3
split_gain=1.33816e-05 2.32904e-05 2.35594e-05 3.38325e-05 3.40536e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11265500000000002 0.083775000000000002 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011628389172862449 -0.010900175982827234 -0.014154216450170377 -0.013756683853168318 0.014848462706014205 0.0058169939664036718
leaf_weight=0.001726679267185208 0.0010009480548722176 0.0016289686212767776 0.0012517795636431961 0.001382521749840878 0.0017941896218117846
leaf_count=534 279 1716 134 492 755
internal_value=0 0.00138313 -0.00153728 0.00164562 -0.00368665
internal_weight=0 0.00778414 0.00605746 0.00480568 0.00342316
internal_count=3910 3631 3097 2963 2471
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=6
num_cat=0
split_feature=4 0 3 1 3
split_gain=1.54823e-05 2.1167e-05 3.93991e-05 3.98224e-05 3.51123e-05
threshold=0.28937500000000005 -0.06402999999999999 0.086245000000000016 0.094385000000000011 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.027188731309907507 0.0084506589331113397 0.015957275588050397 0.0040792667924132425 -0.00061998610964086745 -0.0061672350818002264
leaf_weight=0.0012783385331809377 0.0017334924389742828 0.0013856878474043321 0.0018784847683163798 0.0010097413526253813 0.0014871718884973809
leaf_count=2287 426 277 220 342 358
internal_value=0 -0.00209954 -0.00665286 -0.0154638 0.00450425
internal_weight=0 0.00703942 0.00416656 0.00228808 0.00287286
internal_count=3910 3484 2849 2629 635
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=8
num_cat=0
split_feature=159 1 2 151 16 2 4
split_gain=2.3049e-05 3.45106e-05 2.94866e-05 4.38167e-05 4.77032e-05 2.96387e-05 1.26736e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 0.10679500000000001 -0.010764999999999999
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=-0.00027835080274641303 -7.9499026632067908e-05 0.00025909556769667291 -0.0002850792406454809 0.00056612408630560122 -0.00012586224774618597 0.00010053321043609499 -0.00038955162476865952
leaf_weight=0.0010265235343544414 0.0010273640384602777 0.0019872711461828329 0.001123635575500651 0.001107613069212556 0.0013599458461081258 0.0010004936233591612 0.0010004312628340648
leaf_count=633 860 491 358 701 376 208 283
internal_value=0 3.24905e-05 -3.55399e-05 5.14273e-05 0.000160454 0.000345158 -0.000232466
internal_weight=0 0.00860675 0.00661948 0.00459169 0.00346805 0.00210811 0.0020278
internal_count=3910 3277 2786 1643 1285 909 1143
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=8
num_cat=0
split_feature=4 15 42 43 151 16 16
split_gain=2.51028e-05 4.57522e-05 2.89204e-05 5.12557e-05 3.50818e-05 6.5651e-05 5.08932e-05
threshold=0.24280000000000004 -0.15202999999999997 -1.0000000180025095e-35 -0.083899999999999988 -0.0074049999999999993 -0.074719999999999995 0.15737500000000001
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=-0.00036074704392316997 0.00039123639872108782 -0.00012132219713483358 0.00034920536139331176 0.00019652001007848367 -0.00059745833414684391 0.00023270479437237425 -0.00032355057421552873
leaf_weight=0.0010602700427265431 0.0014838146027900704 0.0012201122579899625 0.0012205909864204901 0.0011573453435729901 0.0010926253864209849 0.0013762888778922028 0.0011699159587801825
leaf_count=972 333 216 500 263 588 663 375
internal_value=0 0.000159951 -6.21541e-05 -9.5363e-06 -0.000100833 -0.000195408 -2.28803e-05
internal_weight=0 0.00270393 0.00707704 0.00601677 0.00479618 0.00363883 0.0025462
internal_count=3910 549 3361 2389 1889 1626 1038
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=6
num_cat=0
split_feature=4 42 133 15 52
split_gain=1.26137e-05 2.06816e-05 3.72965e-05 3.95069e-05 2.80569e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 1.0000000180025095e-35 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0070552023922295414 0.0076127068187676937 -0.012236102523490434 0.017868756242746399 -0.020506689597286586 0.010911874298921518
leaf_weight=0.0017232401225179272 0.0017389499644383964 0.0015180845186311704 0.001053640194815437 0.0010047027062605558 0.001753550043224421
leaf_count=481 426 1266 689 667 381
internal_value=0 -0.00189624 0.000939602 -0.0030406 0.00200665
internal_weight=0 0.00705322 0.00553513 0.00448149 0.00347679
internal_count=3910 3484 2218 1529 862
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=7
num_cat=0
split_feature=42 51 43 2 4 1
split_gain=1.26552e-05 2.72218e-05 3.47611e-05 3.94854e-05 5.34432e-05 1.07704e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.11125500000000001 -0.0040999999999999986 0.096230000000000024
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=-0.0096281312319396618 -0.013121736988325092 0.019193207369171988 -0.021728323886042383 0.012167885018578274 0.010839585718235945 -0.0034580569055099545
leaf_weight=0.0011844604059646022 0.0010923342937755329 0.0012147987085478753 0.0013179992797147013 0.00185944544645982 0.001091522640880551 0.0010184824077837159
leaf_count=1060 521 498 901 404 334 192
internal_value=0 0.00148525 0.00393913 0.000434479 -0.00593005 0.00393823
internal_weight=0 0.00759458 0.00650225 0.00528745 0.003428 0.00211001
internal_count=3910 2850 2329 1831 1427 526
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=7
num_cat=0
split_feature=51 48 2 0 0 0
split_gain=1.05523e-05 2.97391e-05 7.71176e-05 3.68695e-05 4.78292e-05 4.12957e-05
threshold=0.08955500000000001 0.092065000000000022 0.11260500000000001 0.012625000000000003 -0.06402999999999999 -0.10575999999999998
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=0.0066476144934599444 -0.0083498531540212376 -0.013823667875020493 0.029264198951527261 -0.01513020328595998 0.021792599678296956 -0.017855599439005842
leaf_weight=0.0018095045513175569 0.0012940217383789433 0.0010911652708513516 0.0010185995414525393 0.0013381795303242291 0.0011011046547713789 0.0011095275470794561
leaf_count=378 487 310 425 231 159 1920
internal_value=0 0.00143159 0.00404194 -0.000752734 0.00403308 -0.00266609
internal_weight=0 0.00746808 0.00637692 0.00535832 0.00402014 0.00291903
internal_count=3910 3423 3113 2688 2457 2298
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=1.0692e-05 2.60882e-05 2.94028e-05 2.9431e-05 3.80659e-05 7.70374e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.0088643842260358787 -0.012943372532553198 0.017827913198191832 -0.0040810197999370341 -0.013045603091143908 -0.011212297483130568 0.028467214673397946
leaf_weight=0.0011797752102811936 0.0010896197524198148 0.001211355133081341 0.0016115855705878561 0.0012226275583801672 0.001098906457866419 0.0013251113425652035
leaf_count=1060 521 498 1069 177 220 365
internal_value=0 0.0013714 0.00378232 0.000546598 0.00466449 0.0106056
internal_weight=0 0.00755921 0.00646959 0.00525823 0.0040356 0.0029367
internal_count=3910 2850 2329 1831 1654 1434
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=7
num_cat=0
split_feature=51 49 2 0 1 3
split_gain=1.08137e-05 2.9053e-05 6.86668e-05 3.68e-05 7.14714e-05 6.88501e-05
threshold=0.08955500000000001 1.0000000180025095e-35 0.11260500000000001 0.0059850000000000016 0.10884000000000001 -0.075954999999999981
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=-0.0065238848363003369 -0.0084560968524012344 -0.013429744114861336 0.026927054100744054 -0.014723418158810659 -0.016025382633232582 0.026407911420457314
leaf_weight=0.0010465764494365247 0.0012907734910710131 0.0011138892237420655 0.001089228136116888 0.0013741224958602298 0.0011906058255705715 0.0016137659748848945
leaf_count=1488 487 715 353 241 206 420
internal_value=0 0.00146028 0.00408699 -0.000674297 0.00433881 0.0134526
internal_weight=0 0.00742819 0.0063143 0.00522507 0.00385095 0.00266034
internal_count=3910 3423 2708 2355 2114 1908
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=7
num_cat=0
split_feature=0 52 151 16 2 1
split_gain=2.43717e-05 4.5466e-05 6.57533e-05 3.61492e-05 3.16729e-05 2.83733e-05
threshold=-0.060094999999999989 0.084240000000000023 -0.0088999999999999982 -0.15168999999999996 0.10113500000000002 0.10723500000000001
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=-0.00032361564146140843 0.00045819891125568695 -0.00044161186303163895 0.00039269347056763261 -1.6041669401931314e-05 -0.00013728619221519661 2.4003201509628229e-05
leaf_weight=0.001620154258241148 0.0012685211900532037 0.0010806577117991999 0.0014371047446420982 0.0019754452314738342 0.0011515829797642783 0.0010639293156794593
leaf_count=537 177 1100 273 1294 375 154
internal_value=0 -7.66986e-05 1.65814e-06 0.000156086 0.000128781 0.000260144
internal_weight=0 0.00611336 0.0050327 0.00341255 0.00348403 0.00233245
internal_count=3910 3204 2104 1567 706 331
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=8
num_cat=0
split_feature=147 151 4 13 3 1 3
split_gain=2.14668e-05 3.99524e-05 5.39759e-05 3.34526e-05 3.06129e-05 4.7796e-05 1.90479e-05
threshold=1.0000000180025095e-35 -0.0088999999999999982 0.40359500000000004 -0.13934999999999997 -0.10628499999999998 0.11215000000000001 -1.0000000180025095e-35
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=-0.00032138535492107656 0.00025718020125111546 -0.00032364914822001874 0.00043099891523415667 0.00028329595657403773 -7.0402310497727418e-05 -0.00041044590850845727 0.00027955877674965609
leaf_weight=0.0015591553667067088 0.001071757478112354 0.0013125105350828767 0.0010707382864405179 0.001324519465336895 0.001336013447642866 0.0010764971410156528 0.0010824014102756565
leaf_count=508 234 177 298 289 2066 153 185
internal_value=0 -3.68042e-05 2.47988e-05 -4.61305e-05 2.94482e-05 -6.67563e-05 8.62285e-05
internal_weight=0 0.00876184 0.00720268 0.00613194 0.00481943 0.00349491 0.00241841
internal_count=3910 3676 3168 2870 2693 2404 2251
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=7
num_cat=0
split_feature=0 43 49 4 1 1
split_gain=1.05805e-05 3.5886e-05 3.05335e-05 4.72084e-05 3.72918e-05 3.69582e-05
threshold=0.039665000000000006 -0.14252999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001 0.099595000000000017
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=-0.017860715954969627 0.0070806221426385806 -0.021348464129247079 0.022306801220897714 -0.014129786726369935 0.010253539792826786 0.0053682254000969867
leaf_weight=0.0011519398273001184 0.0016950916367266681 0.0010623568763830809 0.0012906268023450073 0.0011842297526557632 0.0013335529396397638 0.0010100843386603639
leaf_count=342 315 408 1669 598 344 234
internal_value=0 -0.0017207 0.0014408 0.00675623 -0.00121507 -0.00832705
internal_weight=0 0.00703279 0.00588085 0.00380841 0.00251778 0.00207244
internal_count=3910 3595 3253 2611 942 642
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 16 16
split_gain=2.22109e-05 3.35289e-05 4.6764e-05 4.84127e-05 9.56864e-05 6.37563e-05 3.05597e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092145000000000019 -0.0088999999999999982 0.25367000000000006 -0.091624999999999984 0.15100500000000003
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=-0.00027741103202567679 -0.00026977709766748073 0.00033723892556230498 -0.00041354270451728742 -0.00041940350467941539 0.00065575153214261458 0.00032909361122114919 -8.8302463233920199e-05
leaf_weight=0.0010301174556043976 0.0014784497998593955 0.0011600101254581746 0.0010089872629193445 0.0010560382859812222 0.0010619654779216951 0.0015505842247307998 0.001193460276183654
leaf_count=633 519 298 576 335 156 1041 352
internal_value=0 2.74365e-05 -2.14614e-05 4.0932e-05 0.000135412 -1.00009e-05 0.000147557
internal_weight=0 0.0085095 0.00734949 0.0063405 0.00486205 0.00380008 0.00274404
internal_count=3910 3277 2979 2403 1884 1728 1393
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=8
num_cat=0
split_feature=147 2 42 2 15 1 13
split_gain=2.00854e-05 2.98994e-05 3.5477e-05 4.06858e-05 4.51893e-05 0.000100873 4.37837e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093125000000000013 0.11125500000000001 -0.091024999999999981 0.088135000000000005 -0.028919999999999998
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=0.00024200028833875088 0.00025679136991760412 -0.00035010538294740455 -0.00033339825151127187 0.0004106024034917226 -0.00016976957055564489 -0.00065744839511472006 0.00036515935067738697
leaf_weight=0.0017977589641444648 0.0010054384029206187 0.0010253739182480527 0.0010100592455453243 0.0010707516798845722 0.0012605151740032428 0.0010217474644398507 0.0011030697842875118
leaf_count=602 234 327 625 229 740 502 651
internal_value=0 -3.66711e-05 7.57338e-06 6.26438e-05 -9.23945e-06 -0.000142659 7.98783e-05
internal_weight=0 0.00828928 0.0072639 0.00625384 0.00518309 0.00338533 0.00236358
internal_count=3910 3676 3349 2724 2495 1893 1391
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=7
num_cat=0
split_feature=50 15 47 52 2 4
split_gain=3.00857e-05 4.05525e-05 5.51627e-05 4.45456e-05 4.26801e-05 4.39836e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 0.09252500000000001 -0.088354999999999989 0.10113500000000002 -0.0010999999999999996
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=0.00034048490341081328 -0.00032269967599765273 -0.00026635297952281434 -0.00037872334211384173 0.00047777805810157514 -0.00010272556888704065 9.6690455452841986e-06
leaf_weight=0.0013947248411700216 0.0010167514245421052 0.0013088073025416648 0.0013748461342712077 0.0018037719500549885 0.0017734786650561146 0.0013487585717669155
leaf_count=401 779 582 258 1147 432 311
internal_value=0 3.31232e-05 -2.32111e-05 5.51833e-05 0.000140613 0.000277505
internal_weight=0 0.00900439 0.00760966 0.00623482 0.00492601 0.00315253
internal_count=3910 3131 2730 2472 1890 1458
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=7
num_cat=0
split_feature=157 0 16 151 2 0
split_gain=1.04989e-05 2.04736e-05 3.83975e-05 3.78449e-05 5.94262e-05 1.77927e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.013024999999999998 -0.0088999999999999982 0.090420000000000014 0.14676000000000003
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=-0.0088554160181122336 -0.012601564410259385 0.01868044086602557 -0.014852769172246677 -0.0070406361059818026 0.022458115069075454 0.00044730695088611276
leaf_weight=0.0011662288560680221 0.0010545300190965231 0.0010772273985910743 0.0016152009126163621 0.001207156169852867 0.0015725631250015464 0.001063678204886797
leaf_count=703 246 228 806 1169 674 84
internal_value=0 0.00133559 -0.00191969 0.00352844 0.00964761 0.00962157
internal_weight=0 0.00759036 0.00544945 0.00383425 0.00277972 0.00214091
internal_count=3910 3207 2895 2089 1843 312
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=7
num_cat=0
split_feature=376 43 52 2 4 1
split_gain=2.82051e-05 3.81879e-05 4.41953e-05 5.94794e-05 5.69136e-05 4.53141e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 0.10796500000000002 0.074650000000000008 0.086560000000000012
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=0.00036398386034505341 0.00029252384676540675 -0.0003939399030682737 -0.00027006340605050346 -0.00020333609766435163 0.00055150044327947824 -0.00016779135300853197
leaf_weight=0.0010537326898010595 0.0010850541481978856 0.0010463095793534034 0.0017125133238208266 0.0018209385800782114 0.001349190534911557 0.0014833312600785946
leaf_count=913 206 401 1074 490 212 614
internal_value=0 -4.32555e-05 6.19714e-06 8.90925e-05 0.000226112 5.30738e-05
internal_weight=0 0.00846602 0.00741971 0.00570719 0.00388625 0.00253706
internal_count=3910 3704 3303 2229 1739 1527
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=9
num_cat=0
split_feature=147 376 2 47 43 3 0 3
split_gain=2.65872e-05 4.21679e-05 5.67519e-05 4.73887e-05 4.24921e-05 7.07513e-05 3.55619e-05 4.42857e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.12663500000000003 0.10589000000000001 -0.13719999999999996 -0.08348499999999999 -0.10131499999999999 0.092005000000000017
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=-0.00045623117448757779 0.000290414823686325 0.0003253175396119654 -0.00051977930358143901 0.00036169877115884905 0.00037741439610772406 0.00024258526352061057 -0.00046532811694604479 -0.00030612267588890429
leaf_weight=0.0010168983657375032 0.0010702793003643492 0.0010821471404251033 0.0010159714632723338 0.0010423810524647021 0.0012837207411774058 0.0011503623563482715 0.0010391817604105233 0.0011123214501293117
leaf_count=307 234 194 290 199 1021 209 1336 120
internal_value=0 -3.6997e-05 -8.81764e-05 -2.21862e-05 -9.36107e-05 -1.31961e-05 -0.00016506 -2.71562e-05
internal_weight=0 0.00874298 0.00766084 0.00664487 0.00560248 0.00458559 0.00330187 0.00226268
internal_count=3910 3676 3482 3192 2993 2686 1665 329
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=8
num_cat=0
split_feature=50 484 42 47 12 15 12
split_gain=9.9859e-05 3.95416e-05 4.11962e-05 5.4229e-05 4.96519e-05 4.07045e-05 2.70812e-05
threshold=0.084340000000000012 0.085515000000000022 -1.0000000180025095e-35 0.08593000000000002 0.090585000000000013 -0.03231499999999999 0.10058500000000002
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=-0.00033069589050427995 -0.00059773156196478178 0.00041171554659410401 0.00023457968310717126 -0.00025945420368512226 0.00062109074162498346 -0.00018815356372299091 0.00017228962601710104
leaf_weight=0.0012004110084755312 0.001013073399243873 0.0010351460459220316 0.0016531747298102 0.0015754321834087967 0.0010195350689919311 0.001862166535166165 0.0010485379120574489
leaf_count=828 731 386 514 277 354 622 198
internal_value=0 5.02178e-05 5.45269e-06 6.18188e-05 0.00015247 1.0647e-05 0.000393543
internal_weight=0 0.0093944 0.00835926 0.00715885 0.00558341 0.00351534 0.00206807
internal_count=3910 3179 2793 1965 1688 1136 552
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=7
num_cat=0
split_feature=51 484 49 3 52 43
split_gain=1.11196e-05 2.58153e-05 2.99715e-05 5.51696e-05 2.57888e-05 2.57205e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.13309499999999996 0.084890000000000007 -0.074254999999999988
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=0.010403220262472843 -0.0085604470930372278 0.016242162555543917 -0.02541858606628037 0.018775201811412446 -0.011760198587931515 -0.0017345257638290573
leaf_weight=0.0017267288760135059 0.00130312357825933 0.0010191157191809311 0.0010334548903899289 0.0010026369221498089 0.0011479736480888118 0.0015671755157266921
leaf_count=371 487 456 231 631 820 914
internal_value=0 0.00144766 -0.000879815 -0.00498037 0.000700956 0.00626754
internal_weight=0 0.00749709 0.00647797 0.00475124 0.00371779 0.00256981
internal_count=3910 3423 2967 2596 2365 1545
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=7
num_cat=0
split_feature=157 4 4 15 2 2
split_gain=1.02181e-05 2.25534e-05 3.31951e-05 3.98452e-05 4.73671e-05 3.26005e-05
threshold=-1.0000000180025095e-35 -0.030814999999999995 0.0066400000000000009 -0.15202999999999997 0.096970000000000015 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.0087186055774863096 0.018378853174017495 -0.018778754685289237 0.016801018747954723 0.0059507808426772927 -0.020228694520198199 -0.0045547602267606178
leaf_weight=0.0011731166627378083 0.0015080935485353572 0.0010104883744926569 0.0011959386910778474 0.0016591750790369494 0.0011845338379170133 0.0010523736350103903
leaf_count=703 1383 606 310 316 351 241
internal_value=0 0.00130776 -0.00256843 0.00148647 -0.00495416 0.00895294
internal_weight=0 0.0076106 0.00505014 0.00403965 0.00284371 0.00256047
internal_count=3910 3207 1583 977 667 1624
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=7
num_cat=0
split_feature=49 3 15 133 43 4
split_gain=1.1424e-05 3.63609e-05 2.50652e-05 4.71679e-05 3.72737e-05 2.57946e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.11739999999999999 1.0000000180025095e-35 -0.019509999999999996 -0.06272999999999998
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=0.019156819903289907 -0.012354924392064162 -0.0059144045128015068 0.019268149596416193 -0.017273892864289927 -0.011799741045383942 0.0099560458743853785
leaf_weight=0.0011014368939960056 0.0017635596143361102 0.0012183481843692934 0.0014703100558421975 0.0010294404091560857 0.0011323738934644887 0.0010506024712015601
leaf_count=350 581 209 561 1104 777 328
internal_value=0 0.00598944 -0.00219395 0.00163277 0.00696039 -0.00132932
internal_weight=0 0.00231979 0.00644629 0.00468273 0.00365329 0.00218298
internal_count=3910 559 3351 2770 1666 1105
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 0
split_gain=1.11983e-05 2.4375e-05 7.08966e-05 2.28504e-05 4.15576e-05 2.23639e-05
threshold=0.093125000000000013 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.032484999999999993
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=-0.023343419520602843 -0.0091708409716540172 0.019106047643533339 0.011480214532249917 0.015201171394713907 -0.013977300298494625 -0.00026461322423799451
leaf_weight=0.0012525840090551309 0.0011611131915029247 0.0010891193564781707 0.001096312036192113 0.0015840962513015947 0.0012490289163504553 0.0013164271998736686
leaf_count=495 787 1351 223 314 507 233
internal_value=0 0.00137446 -0.00709001 0.00516972 0.000821537 0.00850552
internal_weight=0 0.00758757 0.0023489 0.00523867 0.00365458 0.00240555
internal_count=3910 3123 718 2405 2091 1584
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=9
num_cat=0
split_feature=50 42 156 151 16 48 4 16
split_gain=5.47245e-05 5.52416e-05 5.78367e-05 5.03891e-05 4.54538e-05 8.40166e-05 8.05764e-05 6.8264e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 0.084090000000000012 -0.084129999999999996 -0.094359999999999986 0.084795000000000023 0.27020000000000005 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00033513110227364475 -0.00043874571954979013 -0.000226577300883464 -0.00033082938939608291 -0.00025138396654207092 0.00054404988315780211 0.00086504494781178753 0.00045240810744126385 -0.00013885069987689227
leaf_weight=0.001274670049799421 0.0010030683418533167 0.0010473332709851528 0.0010204692050397026 0.0014840451565870582 0.0010672926575095833 0.0010068718425866323 0.0010810046479786109 0.0011905448501517983
leaf_count=864 747 226 443 260 646 234 276 214
internal_value=0 4.36368e-05 0.00010477 0.000169407 0.000240547 0.000394014 4.52194e-05 0.00018396
internal_weight=0 0.00917223 0.00789756 0.00687709 0.00582976 0.00326471 0.00256505 0.00225784
internal_count=3910 3163 2299 1856 1630 1094 536 860
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=8
num_cat=0
split_feature=50 160 4 4 160 0 16
split_gain=5.12664e-05 3.85696e-05 3.6954e-05 3.70453e-05 2.94012e-05 6.55615e-05 2.6396e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 0.17888000000000001 0.028075000000000006 0.084835000000000008 -0.06402999999999999 -0.52908499999999992
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=0.00031035628268655377 -0.00042493043702193433 -0.00052652471469680272 -3.0722991030122469e-05 -0.00042475117273125303 0.00025621418378735187 0.00010522598751709141 0.00038331747539545254
leaf_weight=0.0016670212594616894 0.0010088605407638672 0.0010090400475413074 0.0011593163409914743 0.0011539681733550178 0.0010455736004229164 0.0016882459181401144 0.0012097005947225752
leaf_count=796 779 1043 153 271 291 317 260
internal_value=0 4.13704e-05 -2.03437e-05 -0.000117606 -2.29093e-05 -0.000131109 0.0001807
internal_weight=0 0.00893287 0.00726584 0.00489683 0.00374286 0.00269729 0.00236902
internal_count=3910 3131 2335 1922 1651 1360 413
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=1.27986e-05 2.42626e-05 3.36263e-05 3.65886e-05 3.54288e-05 4.39095e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 -0.032264999999999995
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=-0.024778926968696019 0.010610001498723483 0.012253888795035979 0.0089452696506145766 -0.022493039976626491 0.01232627891112246 0.001307554647539282
leaf_weight=0.0010638292329140627 0.0010015320857061196 0.0011147474881815361 0.0016009211031066256 0.0012545364038027609 0.0011005351150580643 0.0016399106275379422
leaf_count=1326 206 276 399 392 387 924
internal_value=0 -0.00140054 -0.0036861 -0.00768345 -0.00279968 -0.00895658
internal_weight=0 0.00777448 0.00665973 0.00505881 0.00380427 0.00270374
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=7
num_cat=0
split_feature=42 160 160 49 1 4
split_gain=1.10651e-05 2.85467e-05 2.85544e-05 3.00314e-05 7.58657e-05 1.86288e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.029304999999999998 0.11026000000000001 -0.032604999999999995
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=-0.009029117579254814 -0.010168511723456944 0.021172271846980933 -0.010102394686340308 0.0060997457151470841 -0.016494177670740236 0.024215019941019211
leaf_weight=0.0011815460049544825 0.0016700069949272022 0.0012627981584440954 0.0010748663205186592 0.0013006042659853187 0.0012611288057241946 0.0010073323960785776
leaf_count=1060 1040 262 332 678 278 260
internal_value=0 0.00137536 0.00463915 0.00791847 0.00322904 0.0140064
internal_weight=0 0.00757674 0.00590673 0.00483186 0.00356907 0.00230794
internal_count=3910 2850 1810 1478 1216 938
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=1.10912e-05 2.25836e-05 2.62831e-05 2.78083e-05 2.7246e-05 3.72715e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 -0.032264999999999995
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=-0.022891602223622735 0.009872323337457467 0.01189375994316551 0.0076630187072053175 -0.020017977379031691 0.010512202469564056 0.0012248734618093174
leaf_weight=0.0010524258913157032 0.0010024749783943583 0.0011100778579644201 0.0015961071733735796 0.0012467001453718763 0.0010935625721577025 0.0016386300337683521
leaf_count=1326 206 276 399 392 387 924
internal_value=0 -0.00130679 -0.00351785 -0.0070648 -0.00279786 -0.00820667
internal_weight=0 0.0077375 0.00662743 0.00503132 0.00378462 0.00269106
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=8
num_cat=0
split_feature=147 2 2 52 3 43 15
split_gain=1.78112e-05 2.50756e-05 4.48721e-05 4.07672e-05 2.58843e-05 4.51555e-05 4.28908e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10946500000000002 0.092885000000000009 -0.074234999999999982 -0.078644999999999979 -0.017214999999999998
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=-0.00011337407280708049 0.00023873308837457863 -0.00032449940669364318 0.00032325142963761318 -0.00039273606044548746 -0.0003161624068607572 0.00046476120995518188 0.00019309562997701614
leaf_weight=0.0010406167281370657 0.0010068926033913799 0.0010254502725183462 0.0013670196882126472 0.0012051962967652239 0.0016232371447619175 0.0010370348633773614 0.0010452954248266315
leaf_count=726 234 327 361 659 424 986 193
internal_value=0 -3.73402e-05 2.89641e-06 -7.06885e-05 1.10889e-05 0.000175195 -0.00011668
internal_weight=0 0.00834385 0.0073184 0.00595138 0.00474618 0.00207765 0.00266853
internal_count=3910 3676 3349 2988 2329 1712 617
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=6
num_cat=0
split_feature=4 42 43 15 1
split_gain=1.22346e-05 2.214e-05 3.73583e-05 5.12149e-05 5.43653e-05
threshold=0.28937500000000005 0.086700000000000013 0.0050750000000000005 -0.074174999999999977 0.081540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010032213130010861 0.0075716344613091444 -0.012584911914280565 0.016725743428146041 0.0053097383867305708 -0.024184591314275593
leaf_weight=0.0017360480134966292 0.0017044604164483191 0.00151379682001838 0.0011939642190413411 0.0010546104096671293 0.0015339471007220014
leaf_count=618 426 1266 314 757 529
internal_value=0 -0.00187175 0.00106697 -0.0032562 -0.0121682
internal_weight=0 0.00703237 0.00551857 0.00432461 0.00258856
internal_count=3910 3484 2218 1904 1286
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=7
num_cat=0
split_feature=1 4 13 52 1 12
split_gain=1.31193e-05 3.54453e-05 1.72064e-05 6.1711e-05 5.63325e-05 5.50381e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.00059999999999999995 -0.07125999999999999 0.11395500000000001 0.078515000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2
right_child=2 -3 3 4 -6 -7
leaf_value=0.0038073504221866356 0.025780568719951852 -0.020368328219907576 -0.021691299542478296 0.017486726695797546 -0.011145890527010434 -0.0055815209908768324
leaf_weight=0.0014742257016795717 0.0010738733594674497 0.0010302966489782613 0.0010975015124056083 0.001740245648898223 0.0011354561563935031 0.0011683836759573663
leaf_count=422 463 1586 297 318 138 686
internal_value=0 -0.00613791 0.00243474 -0.00151784 0.00618128 0.00943857
internal_weight=0 0.00250452 0.00621546 0.0039732 0.0028757 0.00224226
internal_count=3910 2008 1902 753 456 1149
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=7
num_cat=0
split_feature=47 159 2 1 16 0
split_gain=1.07635e-05 3.0128e-05 3.50637e-05 3.93844e-05 3.79384e-05 3.50738e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.092014999999999986 -0.08317999999999999
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=0.016304204970627022 0.0078797350330509774 0.013289307781010076 -0.0036277166821421579 0.0079861069775519558 -0.01697692497103331 -0.028062971485235941
leaf_weight=0.0012371283330611872 0.001437969722198772 0.0011459838578468671 0.0014211908902573621 0.0011203894362726006 0.0013333491421126055 0.0010012792106081816
leaf_count=1359 280 631 273 218 674 475
internal_value=0 -0.00159015 -0.0043794 0.00175617 -0.00557868 -0.0137275
internal_weight=0 0.00725932 0.00611334 0.00369087 0.00245374 0.00242247
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=7
num_cat=0
split_feature=2 52 150 0 12 0
split_gain=1.14147e-05 3.51651e-05 3.03108e-05 2.72798e-05 2.59672e-05 2.68036e-05
threshold=0.10946500000000002 0.084890000000000007 0.085360000000000005 -0.13506999999999997 0.093125000000000013 -0.11524
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=0.01327776553471185 -0.0028221079182507002 -0.016299269457610396 -0.013378077768264628 0.018083465253412468 0.019102589545728774 -0.0076255839026176872
leaf_weight=0.0010107021399880815 0.0015647180680540568 0.0014001512015190884 0.0010304066778745822 0.0010384383760897601 0.001074379786232238 0.0015606007934491433
leaf_count=221 208 1032 271 559 456 1163
internal_value=0 -0.00239679 0.00176599 0.00551744 0.00604628 0.000590896
internal_weight=0 0.00607624 0.00467609 0.00260316 0.00364568 0.0025713
internal_count=3910 3143 2111 767 1840 1384
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=8
num_cat=0
split_feature=157 160 52 3 49 3 1
split_gain=2.74176e-05 4.21191e-05 2.96017e-05 5.69217e-05 6.03972e-05 4.21601e-05 7.63805e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 -0.081419999999999979 -0.13309499999999996 0.095575000000000007
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=0.0002953270299179298 -0.00037398391841426016 0.00047328764061110282 0.0003058092947016461 -0.00041229417363649451 -0.00037874123666615796 -0.00023244541403797829 0.00040904482066900504
leaf_weight=0.0010545651806718589 0.0012403240348906296 0.0010550825937393456 0.0011483247915625846 0.0012432366889733332 0.0011106123954316483 0.0015068914546581783 0.0013555575706978332
leaf_count=517 856 158 240 199 218 1390 332
internal_value=0 -3.95305e-05 1.63788e-05 -3.66176e-05 5.62706e-05 -5.44721e-05 7.13423e-05
internal_weight=0 0.00866003 0.00741971 0.00627138 0.00502814 0.00397306 0.00286245
internal_count=3910 3393 2537 2297 2098 1940 1722
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=6
num_cat=0
split_feature=1 4 47 48 16
split_gain=1.08129e-05 3.23533e-05 2.09732e-05 3.14736e-05 4.82751e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 0.085875000000000021 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0039178157135706651 0.025843771122313022 -0.019243692240992233 -0.0063462308047707965 -0.006766639667895028 9.4127872530917189e-05
leaf_weight=0.0014699936212568866 0.0013462876712199579 0.001022663136879348 0.0019566707610277172 0.001301789480701334 0.001585575016209516
leaf_count=422 556 1586 382 256 708
internal_value=0 -0.00558466 0.00221574 0.00617284 0.0119182
internal_weight=0 0.00249266 0.00619032 0.00423365 0.00293186
internal_count=3910 2008 1902 1520 1264
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 49
split_gain=2.47667e-05 2.53501e-05 5.7124e-05 5.30116e-05 4.18542e-05 3.18272e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 -0.0019649999999999997
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=-0.00029346313635311857 0.00027780766001518831 -0.00042733672863532309 -0.00012655778480934128 0.00043376565852918183 -0.00032703934253982999 0.00025142006461088172
leaf_weight=0.0010221305946697999 0.0013330067587047382 0.0011010656139407975 0.001556379226001119 0.0011659485630334931 0.0013368615472778619 0.0019046454151526214
leaf_count=633 408 274 463 378 379 1375
internal_value=0 2.97967e-05 -1.6998e-05 5.87602e-05 -3.2371e-05 8.14482e-05
internal_weight=0 0.00839791 0.0070649 0.00596383 0.00479789 0.00346102
internal_count=3910 3277 2869 2595 2217 1838
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=7
num_cat=0
split_feature=15 1 15 1 16 2
split_gain=1.04992e-05 2.42808e-05 4.3842e-05 4.93261e-05 4.24933e-05 3.3199e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998 0.089910000000000004
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=-0.0083439681914090191 -0.0093431229285152965 -0.00097786694607000357 0.021486934216719815 0.0031890712891866659 -0.023523996060778086 0.024318960608898474
leaf_weight=0.001952786270672538 0.0010613814505177283 0.0010711617922281617 0.0012077763751745796 0.0012240472317628158 0.0011596464882882638 0.001006047402457663
leaf_count=1064 1436 297 376 290 265 182
internal_value=0 0.00127273 0.00458555 9.55589e-06 -0.00980661 0.0112741
internal_weight=0 0.00762147 0.00566868 0.0044609 0.00238369 0.00207721
internal_count=3910 2474 1410 1034 555 479
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 150 3
split_gain=7.35032e-05 4.23256e-05 4.01147e-05 5.42845e-05 6.26415e-05 4.58945e-05 3.46474e-05
threshold=0.07992500000000001 -0.026849999999999995 -0.023959999999999995 -0.23071499999999998 -0.11756999999999999 0.085845000000000019 -0.075954999999999981
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=0.00033100049657113948 -0.00050981082579155132 -0.00034791250720370333 -0.00035444346136113004 -0.00033888308506435161 0.00015570583125808454 0.00021027923178887811 0.00060873302861894811
leaf_weight=0.0016495665678047961 0.0010135700966695258 0.0011792317526945545 0.0010713526632463157 0.0013503914347627955 0.0016431708967713724 0.001032388047903704 0.0010728206230069886
leaf_count=799 755 354 169 200 1203 105 325
internal_value=0 4.71592e-05 -1.65492e-05 4.67809e-05 0.000131086 -0.000100947 0.000334652
internal_weight=0 0.00899892 0.00734936 0.00617012 0.00509877 0.00238278 0.00271599
internal_count=3910 3155 2356 2002 1833 305 1528
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=7
num_cat=0
split_feature=147 0 49 2 49 2
split_gain=2.11555e-05 3.03657e-05 4.40068e-05 5.73613e-05 5.51032e-05 3.60191e-05
threshold=1.0000000180025095e-35 -0.06402999999999999 1.0000000180025095e-35 0.081110000000000015 -0.006494999999999999 0.087005000000000013
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=-0.00035506778956558499 0.00026072872541726592 0.00037763687545413376 -0.00047222627377598275 -0.00015855986881015862 0.00040418765792600575 -5.1038310241637449e-05
leaf_weight=0.0014085079657001317 0.0010287292547736084 0.0012238722841243083 0.0011276375849921909 0.0012882348450651852 0.0013916508097776023 0.0019611659938358018
leaf_count=715 234 223 689 389 1156 504
internal_value=0 -3.71745e-05 -0.000129292 -3.47056e-05 0.000133672 0.000113683
internal_weight=0 0.00840107 0.00521603 0.00408839 0.00267989 0.00318504
internal_count=3910 3676 2949 2260 1545 727
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=8
num_cat=0
split_feature=1 0 0 0 2 2 15
split_gain=1.01584e-05 2.34787e-05 2.28005e-05 4.71694e-05 2.99124e-05 3.98198e-05 2.98133e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.23029999999999998 -0.089879999999999974 0.10113500000000002 0.086650000000000019 -0.091024999999999981
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.011276339037942004 0.015986834924216483 -0.0048202902818457244 -0.0048674678644525871 -0.004820445483060978 -0.010427424968032357 0.022372007637549464 -0.028289777184843809
leaf_weight=0.0010792457204368677 0.0011178993345646463 0.0010532784072459656 0.0011399506830245391 0.0010023074795743512 0.0011052734086861205 0.0011638170979986588 0.0010385256068628141
leaf_count=131 246 305 457 1032 481 840 418
internal_value=0 0.00589291 -0.00200306 -0.00463279 0.00295904 0.00978954 -0.0160334
internal_weight=0 0.00217118 0.00652912 0.00544987 0.0032714 0.00216612 0.00217848
internal_count=3910 551 3359 3228 2353 1872 875
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=8
num_cat=0
split_feature=159 0 2 43 3 3 2
split_gain=3.12821e-05 2.81678e-05 0.000105017 3.94979e-05 8.16069e-05 3.25402e-05 1.81581e-05
threshold=-1.0000000180025095e-35 -0.15517999999999996 0.11260500000000001 -0.06705499999999999 -0.075954999999999981 -0.097604999999999983 0.11085000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00032172780134503357 3.1432622951170926e-05 -0.00014653922720634955 0.00063342114478733382 8.994918469431296e-05 0.00054477731038157068 -0.00035313064308648148 -0.00033379233962598149
leaf_weight=0.0010263385460134852 0.0010123332938690951 0.0014999123064694466 0.0011796808091391713 0.0010423762664106368 0.0011674995400506589 0.0016396773905635216 0.0010835686992855345
leaf_count=633 157 878 490 194 275 1169 114
internal_value=0 4.0387e-05 0.000103874 -1.29038e-05 0.000156043 -0.000180928 -0.000157386
internal_weight=0 0.00862505 0.00652915 0.00534947 0.00266741 0.00268205 0.0020959
internal_count=3910 3277 3006 2516 1153 1363 271
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=7
num_cat=0
split_feature=159 4 0 48 42 13
split_gain=2.74894e-05 4.22983e-05 4.03485e-05 6.87309e-05 8.3862e-05 4.16586e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.14867499999999997 0.086065000000000016 0.084100000000000022 -0.00059999999999999995
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=-0.00029819450770609662 -0.00031659492034639156 0.00032127645055075882 0.00035956697418871149 0.00049885365206598341 -0.00046082489474072344 -9.8417820501683675e-05
leaf_weight=0.0010532939222026695 0.0014793248360546428 0.0016345521559430025 0.0014732657340807468 0.0010520378310552867 0.0013749885877525087 0.0015852083521143384
leaf_count=633 197 412 691 488 940 549
internal_value=0 3.74103e-05 -2.92093e-05 4.82926e-05 -5.86233e-05 0.000122193
internal_weight=0 0.00859938 0.00696483 0.0054855 0.00443346 0.00305847
internal_count=3910 3277 2865 2668 2180 1240
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=7
num_cat=0
split_feature=147 376 52 13 15 4
split_gain=2.40474e-05 3.04257e-05 4.77701e-05 5.06382e-05 4.06193e-05 6.4108e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.083924999999999986 -0.10071499999999999 -0.078094999999999984
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=0.00018265218334071069 0.00028208547241289061 0.00027787323462380437 9.1814654741971359e-05 -5.6249567233374166e-05 -0.00011635988862215962 -0.00079285888447517996
leaf_weight=0.0019296005086915516 0.0010109155090232665 0.0010280750184779334 0.001802744962857838 0.0014481643808447889 0.0010007996726903044 0.0011660614766144698
leaf_count=813 234 194 867 310 681 811
internal_value=0 -3.80631e-05 -8.22702e-05 -0.000176625 -0.000310491 -0.000480407
internal_weight=0 0.00837545 0.00734737 0.00541777 0.00361503 0.00216686
internal_count=3910 3676 3482 2669 1802 1492
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=9
num_cat=0
split_feature=147 52 13 3 49 42 1 0
split_gain=3.33969e-05 3.64709e-05 5.7219e-05 4.62697e-05 4.75623e-05 5.90171e-05 6.74911e-05 4.74611e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.23438999999999996 0.092005000000000017 -0.07929499999999999 0.091955000000000023 0.095575000000000007 -0.072559999999999986
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=0.0004380428014102308 0.0003282777489840604 -0.00035613996721663339 0.00040514810556236379 -0.00039518411902528808 -0.00041509368177263407 -0.00048371447461741915 0.00048188450554451025 0.00017183345176284372
leaf_weight=0.0010295561677090784 0.0010458775409522983 0.0012250349285332406 0.0010062051841676408 0.001269389741070371 0.001111412891678648 0.0010045025826975859 0.0010026389418193748 0.0010120320218696085
leaf_count=148 234 639 214 156 1440 565 311 203
internal_value=0 -4.26579e-05 8.98813e-06 -5.99665e-05 2.28715e-05 -7.02505e-05 6.26076e-05 -0.000135365
internal_weight=0 0.00866077 0.00743574 0.00640618 0.00513679 0.00413059 0.00312608 0.00212344
internal_count=3910 3676 3037 2889 2733 2519 1954 1643
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=7
num_cat=0
split_feature=52 1 15 2 0 43
split_gain=1.03713e-05 3.46501e-05 2.46728e-05 4.37021e-05 5.3279e-05 3.20709e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.19153499999999998 0.11005500000000001 0.033525000000000006 -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=-0.0048187126903657543 -0.016272683486094907 0.01691858817640721 -0.0093996419404353392 0.015696576485071102 -0.024565338669515512 0.01412310773669872
leaf_weight=0.0016631562450492641 0.0010618471193553176 0.0013116552032684053 0.0011150042458139397 0.0013628514588493808 0.0010227172838906118 0.001207079857190639
leaf_count=742 321 448 1395 302 98 604
internal_value=0 0.00476571 -0.00250339 0.000602377 -0.00554781 0.0028281
internal_weight=0 0.00297481 0.0057695 0.00470765 0.0033448 0.00232208
internal_count=3910 1190 2720 2399 2097 1999
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=8
num_cat=0
split_feature=147 2 2 52 12 4 0
split_gain=2.41448e-05 2.9903e-05 4.20776e-05 3.63198e-05 2.48323e-05 2.76139e-05 5.01263e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10946500000000002 0.084890000000000007 0.093125000000000013 -0.076854999999999993 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00020280684100647828 0.00028977681763472604 -0.00034405805973127988 0.00032162511210880534 -0.00032622556962841738 0.00027110297612669521 9.1832024193376805e-05 -0.00049184518621765119
leaf_weight=0.0010597579265507352 0.0010065204297710116 0.0010327712654401317 0.0013745534114645106 0.0014723663278195407 0.0011927225961865882 0.0012126301690059912 0.0010603384627490939
leaf_count=529 234 327 361 1028 453 201 777
internal_value=0 -3.15822e-05 1.21915e-05 -5.87232e-05 2.83094e-05 -5.8582e-05 -0.000180453
internal_weight=0 0.00840514 0.00737237 0.00599782 0.00452545 0.00333273 0.00227297
internal_count=3910 3676 3349 2988 1960 1507 978
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=8
num_cat=0
split_feature=147 2 1 1 15 4 43
split_gain=2.76945e-05 3.51017e-05 3.37512e-05 3.36941e-05 6.64853e-05 2.95577e-05 2.69763e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10752500000000002 0.081005000000000008 -0.094119999999999995 -0.15333499999999997 -0.0065949999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.00024452742584673269 0.00030131896091318351 -0.00037990209614629264 6.0470665697428211e-06 5.2391124659856568e-05 -0.00061439757417193876 -0.00016066153989112943 0.00043458661360173641
leaf_weight=0.0015390366102658701 0.0010157361125274133 0.0010333523440101714 0.0012174077295256129 0.0012364222870139227 0.00107459556315872 0.0012579162730327995 0.0010534529865344954
leaf_count=117 234 327 250 196 782 1823 181
internal_value=0 -4.14408e-05 5.95824e-06 -8.2462e-05 -0.000257658 6.22956e-05 0.000204847
internal_weight=0 0.00841218 0.00737883 0.00510797 0.00231102 0.00279695 0.00227086
internal_count=3910 3676 3349 2918 978 1940 431
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 13
split_gain=1.04683e-05 1.85275e-05 5.36535e-05 4.58671e-05 5.07119e-05 4.45857e-05
threshold=-0.26361999999999991 0.11110500000000002 0.26538000000000006 -0.0071449999999999994 0.077110000000000012 -0.0019849999999999994
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=0.0094433563704579421 -0.019523316090118384 0.010372481447968058 -0.024639955892767844 0.024123223406076161 0.0064957772068137652 -0.0024226837110934325
leaf_weight=0.0010296027864578903 0.0016651550468656452 0.0011576738841571153 0.0010027400538616237 0.0012255220471201467 0.0013615933403463387 0.0013079796224104315
leaf_count=302 790 590 431 1019 388 390
internal_value=0 -0.00129128 -0.0033487 0.000490981 -0.00781854 0.0104183
internal_weight=0 0.00772066 0.00656299 0.00556025 0.00302675 0.0025335
internal_count=3910 3608 3018 2587 1178 1409
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=7
num_cat=0
split_feature=47 159 1 49 2 2
split_gain=1.10847e-05 2.57664e-05 3.14987e-05 4.61083e-05 2.7105e-05 2.79535e-05
threshold=0.10561500000000001 0.073745000000000019 0.096230000000000024 -0.029304999999999998 0.087005000000000013 0.099015000000000006
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=0.015297137316984075 0.0079670353354426657 0.012126238501021312 0.0030205077826450707 -0.023365827702970653 -0.014435609576848116 0.0074501523399706383
leaf_weight=0.0010803386875344154 0.0014473683229602585 0.0011492779440087121 0.0011457905587539921 0.0015692499849310915 0.0012073742634699711 0.00112960326352554
leaf_count=1027 280 631 232 472 857 411
internal_value=0 -0.0016146 -0.0041898 -0.0122304 0.0021984 -0.00385689
internal_weight=0 0.00728163 0.00613236 0.00271504 0.00341732 0.00233698
internal_count=3910 3630 2999 704 2295 1268
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=8
num_cat=0
split_feature=3 0 1 52 47 15 2
split_gain=3.05911e-05 3.36716e-05 5.95315e-05 5.47381e-05 5.44507e-05 5.71925e-05 1.05607e-05
threshold=-0.15464999999999998 0.055865000000000005 0.088010000000000019 -0.074484999999999982 0.086785000000000015 -0.03231499999999999 0.090050000000000005
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=0.00030693474132692739 -0.00023591310592213082 0.00026973189884367223 -0.00029147437716483182 0.00058921781700837703 -0.00014294867545277666 -2.7636071601211675e-05 -0.0005185932223791544
leaf_weight=0.0010945842230525192 0.0010287652608572623 0.0011627682362003238 0.001577792005644927 0.0013667219376855373 0.0015650645814147494 0.0010012017854369717 0.0010039960905827156
leaf_count=259 1245 132 353 341 228 435 917
internal_value=0 -4.08567e-05 -8.87311e-05 1.70607e-05 0.000140835 0.000328401 -0.000375531
internal_weight=0 0.00870631 0.00754354 0.00551078 0.00393299 0.00236792 0.00203276
internal_count=3910 3651 3519 1357 1004 776 2162
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=7
num_cat=0
split_feature=15 151 16 12 2 0
split_gain=1.10574e-05 1.68379e-05 3.79075e-05 5.70638e-05 3.20608e-05 3.24477e-05
threshold=-0.26361999999999991 -0.076429999999999984 -0.094359999999999986 0.085665000000000005 0.106285 -0.029849999999999998
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=0.0097278743709264121 0.0085429962426046245 -0.028428069790764968 0.0052252103427296616 0.003427876630799475 0.017235563338708293 -0.016259535047346858
leaf_weight=0.0010258969904963664 0.0014126227967152889 0.0012315985221545487 0.0018271428054516649 0.0010347570181944384 0.0010575616198289111 0.0011424952325299509
leaf_count=302 567 256 1789 379 430 187
internal_value=0 -0.00132342 -0.00353799 -0.0138835 0.00228408 -0.00304052
internal_weight=0 0.00770618 0.00629356 0.00226636 0.0040272 0.00296964
internal_count=3910 3608 3041 635 2406 1976
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=7
num_cat=0
split_feature=15 49 160 1 3 12
split_gain=1.0527e-05 2.6088e-05 6.32716e-05 3.66834e-05 6.10784e-05 5.32858e-05
threshold=0.079360000000000014 -0.006494999999999999 0.069910000000000014 1.0000000180025095e-35 0.094625000000000015 0.090840000000000018
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=-0.023886877679115723 -0.0093359181306454375 -0.0074719031801949946 0.010377262562814528 0.032874294737631558 -0.0062471042276621407 0.0028883655839521184
leaf_weight=0.0011633714059247789 0.0010655713896964665 0.0016589648201543613 0.0010040439179953963 0.001377255641954555 0.0014048525485218285 0.0010402153511884157
leaf_count=468 1436 805 194 459 258 290
internal_value=0 0.00127327 -0.00801419 0.00494573 0.0103352 0.0199716
internal_weight=0 0.0076487 0.00216742 0.00548129 0.00382232 0.00241747
internal_count=3910 2474 662 1812 1007 749
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=7
num_cat=0
split_feature=3 39 3 0 0 48
split_gain=1.19085e-05 2.62325e-05 3.40822e-05 7.76584e-05 3.50364e-05 7.4874e-06
threshold=0.13772500000000001 0.085060000000000011 -0.074234999999999982 -0.13027499999999997 -0.06402999999999999 0.084795000000000023
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=-0.0075825213229940283 0.0090295440340867651 0.013406590694740334 0.0058421499878087441 -0.033750149278044067 0.012980373924575746 -0.0061828337434741117
leaf_weight=0.0015873062650296798 0.0012457266872715617 0.0010149498097586649 0.0010250646783984728 0.001037447476383296 0.0017335868769201819 0.0010463547380794302
leaf_count=2123 239 383 163 574 330 98
internal_value=0 -0.00153411 -0.00389253 -0.0114173 0.00315181 -0.000232138
internal_weight=0 0.00744471 0.00642976 0.00310887 0.00332089 0.00207142
internal_count=3910 3671 3288 835 2453 261
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=7
num_cat=0
split_feature=147 11 0 48 42 4
split_gain=2.53547e-05 3.19711e-05 4.81823e-05 8.78873e-05 6.45804e-05 5.98566e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
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=-0.00029978740600490118 0.00028983229333214797 -0.00035579608756102778 0.00036175259619466304 0.00058784825945278258 -0.00036823464096073159 -0.00015453172165193695
leaf_weight=0.0015406615305361589 0.0010377311274860019 0.0010467137565737571 0.0018625905694772719 0.0011075201209715564 0.0014670243551345116 0.0016093393732871093
leaf_count=151 234 284 933 491 1389 428
internal_value=0 -3.45547e-05 9.76345e-06 8.8638e-05 -2.33058e-05 0.00012244
internal_weight=0 0.00863385 0.00758714 0.00604647 0.00493895 0.00347193
internal_count=3910 3676 3392 3241 2750 1361
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=7
num_cat=0
split_feature=47 4 1 151 16 16
split_gain=2.95624e-05 4.67032e-05 5.77321e-05 4.15213e-05 7.11874e-05 3.22843e-05
threshold=0.11669500000000001 0.24280000000000004 0.11235500000000002 -0.0074049999999999993 -0.091624999999999984 0.15737500000000001
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=0.00023691552260136412 -0.00031628960894291403 -2.3238917468776688e-05 0.00059808394911778275 -0.00052131953236149702 0.0001817264126657804 -0.00019878412834186228
leaf_weight=0.0014938086072176148 0.001007253010606138 0.0011868818184933986 0.0011152130567750921 0.0013391330433122819 0.0019105676289904005 0.0015549973700385458
leaf_count=542 179 197 315 526 1670 481
internal_value=0 3.87521e-05 0.000277751 -4.86017e-05 -0.000137371 1.09915e-05
internal_weight=0 0.0086006 0.00230209 0.00629851 0.0048047 0.00346556
internal_count=3910 3731 512 3219 2677 2151
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=8
num_cat=0
split_feature=159 1 4 4 48 52 3
split_gain=2.45796e-05 3.56078e-05 5.29907e-05 3.02696e-05 5.61508e-05 4.99887e-05 5.3217e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 0.086870000000000017 -0.088354999999999989 -0.044019999999999997
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=-0.00029126624817970344 -0.00028754797683479922 -5.6705749271150387e-05 0.00052199668353152093 -0.00044957310258599264 0.00013567949031983859 -7.6002663204462927e-05 0.00051297278414438321
leaf_weight=0.0010168820250110759 0.0010330609587640314 0.0012215369626180418 0.0012118740852695687 0.0015320790846969591 0.0010707736814965672 0.0011369231339859595 0.0012256680532165543
leaf_count=633 555 240 322 506 210 1303 141
internal_value=0 3.14397e-05 0.000231496 -4.97172e-05 -0.000208809 7.22308e-05 0.000229547
internal_weight=0 0.00843192 0.00243341 0.0059985 0.00260285 0.00339565 0.00236259
internal_count=3910 3277 562 2715 716 1999 1444
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=8
num_cat=0
split_feature=159 1 4 4 52 48 3
split_gain=2.11524e-05 2.82111e-05 5.85464e-05 3.05e-05 6.00938e-05 5.96276e-05 5.22287e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 -0.088354999999999989 0.086870000000000017 -0.044019999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -6
right_child=1 2 -4 5 6 -7 -8
leaf_value=-0.00027275669423313661 -0.00031950825129853957 -9.706220581379629e-05 0.00051883827771659374 -0.00045797760162559779 -5.2077297884485622e-05 0.00014940444218272344 0.00053669737214378404
leaf_weight=0.001009595347498715 0.0010135444527762461 0.0011965597986660923 0.0011771496515911714 0.0014967219302600139 0.0011186357744390704 0.001062588050549818 0.0012013364164808146
leaf_count=633 555 240 322 506 1303 210 141
internal_value=0 2.78911e-05 0.00020837 -4.48082e-05 7.87945e-05 -0.000205801 0.000252804
internal_weight=0 0.00826654 0.00237371 0.00589283 0.00333352 0.00255931 0.00231997
internal_count=3910 3277 562 2715 1999 716 1444
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=7
num_cat=0
split_feature=47 43 1 52 0 43
split_gain=2.51473e-05 4.54451e-05 4.13294e-05 4.5177e-05 4.30146e-05 3.66491e-05
threshold=0.11669500000000001 -0.18906999999999999 0.088010000000000019 -0.074484999999999982 -0.15137999999999999 0.052855000000000006
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=0.00041627088440174395 -0.00029524372372753644 -0.00037815650161270031 -0.00022924794849528188 0.00046864641817624561 1.9481312783607034e-05 6.7295236432414512e-05
leaf_weight=0.0010357863065559277 0.0010147424808333626 0.0017934716691328176 0.0012088713682571169 0.0014406121910101369 0.0019019221698543735 0.0011755489600121791
leaf_count=248 179 1786 390 167 784 356
internal_value=0 3.12196e-05 -2.18134e-05 9.55877e-05 0.000213069 -0.000201785
internal_weight=0 0.00855621 0.00752043 0.00455141 0.00334253 0.00296902
internal_count=3910 3731 3483 1341 951 2142
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=8
num_cat=0
split_feature=13 3 16 52 150 0 0
split_gain=1.05952e-05 2.96758e-05 4.07069e-05 5.80374e-05 4.08397e-05 4.17139e-05 2.93405e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084890000000000007 0.086870000000000017 -0.13027499999999997 -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=0.0092441255414369098 0.025459209263807417 -0.015449781858916385 0.018882356134135268 -0.023537166790445107 -0.013298662297993466 -0.011239142213798299 0.012261762643451093
leaf_weight=0.0010802985619660175 0.0010156937298131646 0.0012470390615145419 0.0011038956740341268 0.0010297795109569085 0.0011413015372505105 0.0010348896251797628 0.0010916214776017135
leaf_count=210 222 138 502 1128 280 681 749
internal_value=0 -0.00133419 0.00140887 -0.00222145 0.00290297 0.00878768 0.000824793
internal_weight=0 0.00766422 0.00641718 0.00531329 0.00428351 0.0031422 0.00212651
internal_count=3910 3700 3562 3060 1932 1652 1430
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=8
num_cat=0
split_feature=159 1 47 1 42 52 12
split_gain=1.82524e-05 3.22791e-05 5.3774e-05 3.30048e-05 3.00239e-05 2.90495e-05 1.499e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.084155000000000021 0.096230000000000024 0.084100000000000022 -0.031409999999999993 0.080120000000000011
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=-0.00025494935539438734 -0.00011802073369071883 0.00049223771271957604 -8.9773084361807859e-05 -0.00028604796896338684 -0.00025985181153121372 0.00043418871109415183 0.00010744803025112144
leaf_weight=0.0010097991987470792 0.0012080942469577275 0.0012767795829895486 0.0011692939299986702 0.0016846984764691542 0.0010093198644963493 0.0010211234659224522 0.0011453005008637742
leaf_count=633 394 407 155 409 999 135 778
internal_value=0 2.38614e-05 0.00021402 -5.27867e-05 3.68551e-05 0.0001256 0.000261454
internal_weight=0 0.00851461 0.00244607 0.00606854 0.00438384 0.00337452 0.00216642
internal_count=3910 3277 562 2715 2306 1307 913
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=7
num_cat=0
split_feature=4 15 4 1 43 43
split_gain=1.19107e-05 3.91947e-05 2.17823e-05 2.73024e-05 2.50121e-05 2.72948e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.10113500000000002 0.0033500000000000005 -0.083899999999999988
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=0.0036414437948415288 0.017789196366766787 -0.0078966048406855938 -0.015243345238306749 0.013780582866243668 0.0095894272190509919 -0.015841424376524558
leaf_weight=0.0011852573245966897 0.0012926256529562031 0.0010992994511598456 0.0010785481209372614 0.0011764059222137101 0.0010748747380397274 0.0018282318837367366
leaf_count=696 333 216 347 439 485 1394
internal_value=0 0.00598432 -0.0022965 0.000355807 -0.0035071 -0.00817848
internal_weight=0 0.00239193 0.00634332 0.00526477 0.00408836 0.00301349
internal_count=3910 549 3361 3014 2575 2090
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=9
num_cat=0
split_feature=147 376 51 2 48 13 15 3
split_gain=4.57916e-05 3.73851e-05 5.30759e-05 3.34699e-05 6.21433e-05 7.49559e-05 8.65966e-05 2.57478e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.09021499999999999 0.12068000000000001 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 -0.069909999999999986
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=0.00033172959485523225 0.00038750267729486398 0.00030726546513146403 0.00017407407068003656 -0.00046615225026604102 0.00034304003370607837 9.3551905722209539e-05 -0.00080739569786606369 -0.00036877031944869404
leaf_weight=0.0010223137976994407 0.0010954467546271341 0.0010637678804014282 0.0015063984934161291 0.0010680038817670878 0.0010494009868677514 0.0010726776252473649 0.0010551440526820938 0.0010042405292113794
leaf_count=450 234 194 802 281 260 185 1239 265
internal_value=0 -3.74976e-05 -8.46485e-05 -0.000147656 -8.78521e-05 -0.000185337 -0.000358199 -0.000593504
internal_weight=0 0.00884195 0.00777818 0.00675587 0.00568786 0.00463846 0.00313206 0.00205938
internal_count=3910 3676 3482 3032 2751 2491 1689 1504
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=7
num_cat=0
split_feature=160 12 160 12 0 3
split_gain=1.02299e-05 2.39836e-05 3.03287e-05 3.33392e-05 3.90091e-05 3.35905e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.092365000000000017 -0.053834999999999994 -0.021064999999999997
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=-0.0064964595742239648 -0.011808758770142707 0.028090129803253119 -0.011287854574729748 0.011534594609980204 -0.015609738198865042 0.0052313762830028167
leaf_weight=0.0019055604927406969 0.0010902526786287919 0.0011500078106168187 0.0010180091839686843 0.0010964217737906923 0.0010237831288177528 0.0014577091118586735
leaf_count=1218 393 908 357 585 216 233
internal_value=0 0.00178898 0.00436907 0.00774029 -0.00157259 0.0153121
internal_weight=0 0.00683618 0.00574593 0.00472792 0.0021202 0.00260772
internal_count=3910 2692 2299 1942 801 1141
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=8
num_cat=0
split_feature=47 47 0 1 4 52 4
split_gain=3.12436e-05 4.68493e-05 4.27036e-05 6.27669e-05 5.36813e-05 6.00281e-05 4.11719e-05
threshold=0.11669500000000001 0.092255000000000018 -0.23029999999999998 0.11235500000000002 -0.0021099999999999995 -0.085924999999999987 -0.23071499999999998
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=0.0003278869595857578 -0.00033072162945468832 0.00042660546844316874 -0.00044488735273921011 0.0002674600362715195 -0.00048495912128617238 -0.00014180291487158347 0.00037986417681430901
leaf_weight=0.0011512224634271382 0.0010146580588907784 0.0010246739443513248 0.0010187546609336483 0.0015125769609297939 0.0015956660864093601 0.0011339723792833951 0.0011942550535337109
leaf_count=110 179 241 536 454 691 96 1603
internal_value=0 3.30138e-05 -2.00074e-05 -8.20507e-05 -0.00018901 -4.79169e-05 0.000125784
internal_weight=0 0.00863112 0.00760645 0.00645523 0.00494265 0.00334698 0.00232823
internal_count=3910 3731 3490 3380 2926 2235 1699
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=8
num_cat=0
split_feature=1 0 0 2 2 15 0
split_gain=1.03697e-05 2.59821e-05 4.00851e-05 2.93772e-05 4.29582e-05 2.76061e-05 2.33734e-05
threshold=0.11561500000000001 -0.23029999999999998 -0.089879999999999974 0.10113500000000002 0.086650000000000019 -0.091024999999999981 -0.071924999999999989
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=0.012093627363875131 0.016013559750900713 -0.0046471063116707194 -0.0062040881233511687 -0.011115531000029434 0.021934784600336116 -0.027137625108497876 -0.0047260595310832099
leaf_weight=0.0010905667466236911 0.0011214656626332849 0.0011531350022554745 0.0010106914013884205 0.0011043121065820649 0.0011712930218267807 0.0010361753616352589 0.0010542127385996442
leaf_count=131 246 457 1032 481 840 418 305
internal_value=0 -0.00200155 -0.00480886 0.00217467 0.00890091 -0.0152916 0.00596429
internal_weight=0 0.00656617 0.00547561 0.0032863 0.00218198 0.00218931 0.00217568
internal_count=3910 3359 3228 2353 1872 875 551
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=7
num_cat=0
split_feature=13 3 39 4 1 12
split_gain=1.02802e-05 2.83736e-05 3.77943e-05 3.03504e-05 5.21073e-05 4.48699e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 0.0057500000000000008 0.081005000000000008 0.089445000000000011
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=0.0091192269931183213 0.0026145561320368377 -0.015090304022980601 0.016924902815119422 0.021723664925243687 -0.025306854907194056 -0.0058442741538242042
leaf_weight=0.0010791488597121229 0.0015171104977904338 0.0012494298822045662 0.0012574338024879837 0.0010164284316452052 0.0011947353861270576 0.0014085888384296823
leaf_count=210 1617 138 416 270 866 393
internal_value=0 -0.00130727 0.00138591 -0.00241783 -0.00968655 0.00571063
internal_weight=0 0.00764373 0.0063943 0.00513686 0.00271185 0.00242502
internal_count=3910 3700 3562 3146 2483 663
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=7
num_cat=0
split_feature=147 11 0 48 42 4
split_gain=2.07875e-05 3.74561e-05 4.43845e-05 8.13157e-05 7.58396e-05 4.10214e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
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=-0.00029169394949959168 0.00025815531783802655 -0.00039410714333158731 0.00033566784481792357 0.00057093459043219504 -0.00040181722540376277 -9.6106281937061118e-05
leaf_weight=0.0014998132965584696 0.0010180516564977362 0.0010030571228893965 0.0018316722202937183 0.0010853868404767193 0.0014303563359321977 0.0015720256384879575
leaf_count=151 234 284 933 491 1389 428
internal_value=0 -3.84815e-05 9.5978e-06 8.59363e-05 -2.296e-05 0.000136249
internal_weight=0 0.00842231 0.00741925 0.00591944 0.00483405 0.0034037
internal_count=3910 3676 3392 3241 2750 1361
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 3
split_gain=1.05123e-05 1.84305e-05 3.67828e-05 4.06402e-05 4.30311e-05 4.16091e-05
threshold=-0.26361999999999991 0.11110500000000002 0.26364000000000004 -0.0071449999999999994 0.077110000000000012 -0.069909999999999986
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=0.0094576464508569647 -0.018811419720872524 0.010410584691731959 -0.020715563013433899 -0.0026732116462978989 0.0053593318157950896 0.023035868036192845
leaf_weight=0.0010314627533493355 0.0016497641172527745 0.001144925210082178 0.001027299119060702 0.00136215157876078 0.0013306099880133612 0.0011704700614153605
leaf_count=302 778 590 446 1167 385 242
internal_value=0 -0.00129385 -0.00334279 -0.000105523 -0.00802021 0.00920843
internal_weight=0 0.00768522 0.00654029 0.005513 0.00298037 0.00253262
internal_count=3910 3608 3018 2572 1163 1409
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=9
num_cat=0
split_feature=50 133 12 156 49 12 43 16
split_gain=5.99409e-05 4.07059e-05 7.49868e-05 7.30352e-05 6.82885e-05 6.84416e-05 3.43501e-05 3.03203e-05
threshold=0.07992500000000001 0.088055000000000008 -0.036459999999999992 0.083375000000000019 -0.00064499999999999985 0.051320000000000005 -0.074254999999999988 -0.096824999999999981
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=-0.00041104869731372387 -0.00046496834483897482 -0.00033285889539988559 0.00018184782763443701 -0.00032918377540993546 0.0006970865459052782 0.00037847019100829235 -9.0882502958711017e-05 -0.00028581137284686083
leaf_weight=0.0010289992613304834 0.0010071049716393948 0.0010099310018777492 0.0010789471180238097 0.0010285455632961134 0.0016172574539389836 0.0013985394230133026 0.0010492908465474472 0.0010533912280397979
leaf_count=345 755 707 130 380 166 342 842 243
internal_value=0 3.87193e-05 8.4179e-05 0.000154701 0.000235008 0.000384078 0.000177277 -4.91793e-05
internal_weight=0 0.0092649 0.00825497 0.00722597 0.00619743 0.00406509 0.00244783 0.00213234
internal_count=3910 3155 2448 2103 1723 1350 1184 373
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=7
num_cat=0
split_feature=15 42 43 2 52 0
split_gain=1.05193e-05 2.51562e-05 5.93461e-05 4.2303e-05 4.28155e-05 2.16073e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 0.091210000000000013 -0.14733499999999997
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=0.018003936959232376 -0.00931842393955239 -0.024169301579818055 0.0088773569487774397 -0.016009036773139442 0.014337780555038305 0.0026936756096948341
leaf_weight=0.0016959577779724873 0.0010695170942406256 0.0010993198470686163 0.0010746478053460457 0.00151304177103067 0.0012290927929919943 0.0010439130511261962
leaf_count=339 1436 679 505 193 173 585
internal_value=0 0.00126911 -0.00783349 0.00487887 -0.00100049 -0.00837339
internal_weight=0 0.00765597 0.00217397 0.00548201 0.00378605 0.00255695
internal_count=3910 2474 1184 1290 951 778
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=8
num_cat=0
split_feature=50 160 43 16 1 52 4
split_gain=6.58321e-05 4.92643e-05 2.90147e-05 3.39895e-05 5.43493e-05 5.74061e-05 2.36332e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.15109999999999998 -0.52908499999999992 0.099595000000000017 -0.069134999999999988 -0.060264999999999992
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=0.00036064260026608661 -0.0004763097694203032 0.00025784072246605634 -0.00038103900873526605 -0.00051984394829817434 0.00028997846878068818 0.00023242766221179671 -0.00018059482704425276
leaf_weight=0.0016278691145733375 0.0010080461098458194 0.0012237376566577767 0.0011223988450123398 0.0010744568059155514 0.0016243714920361205 0.0011189649026620094 0.0010165189425191483
leaf_count=796 779 228 156 436 480 694 341
internal_value=0 5.26677e-05 -1.71528e-05 -7.36471e-05 -2.27887e-06 -0.000150174 3.58234e-05
internal_weight=0 0.00880832 0.00718045 0.00595671 0.00483431 0.00320994 0.00213548
internal_count=3910 3131 2335 2107 1951 1471 1035
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=8
num_cat=0
split_feature=147 11 0 48 42 4 0
split_gain=2.63002e-05 4.37532e-05 4.14273e-05 9.30351e-05 7.78145e-05 4.26257e-05 1.40722e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 0.074650000000000008 0.0059850000000000016
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=-0.0002785690991725829 0.00029193373949556913 -0.00042372873789679153 0.00041724224814864357 0.00059820863523993534 -0.00041229219208258603 -0.00020485587468094583 0.00011630735538940448
leaf_weight=0.0015064047673482286 0.0010318686925610441 0.0010049673173620809 0.00124792748168853 0.0011075326402304889 0.0014486188725266235 0.001023878388989144 0.0011460661673253908
leaf_count=151 234 284 994 491 1389 260 107
internal_value=0 -3.9592e-05 1.20154e-05 8.52889e-05 -3.14431e-05 0.000129975 0.000273177
internal_weight=0 0.0084854 0.00748043 0.00597402 0.00486649 0.00341787 0.00239399
internal_count=3910 3676 3392 3241 2750 1361 1101
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=6
num_cat=0
split_feature=1 4 42 48 0
split_gain=1.05929e-05 2.55504e-05 1.9672e-05 3.25319e-05 3.60185e-05
threshold=0.076710000000000014 -0.084009999999999987 0.088115000000000013 0.085875000000000021 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0028821286498629576 0.015326806239357142 -0.017625776892688828 0.013490463996115067 -0.011882088666591043 -0.0055740335229582973
leaf_weight=0.0014844580304460518 0.0016964425918875457 0.0010283723246644479 0.0012334366331773726 0.0016929676194157701 0.0016041945198283251
leaf_count=422 300 1586 626 312 664
internal_value=0 -0.0055107 0.00218127 -0.000612139 0.00516846
internal_weight=0 0.00251283 0.00622704 0.0049936 0.00330064
internal_count=3910 2008 1902 1276 964
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=6
num_cat=0
split_feature=49 15 3 15 3
split_gain=1.09766e-05 3.11732e-05 2.12783e-05 2.15991e-05 4.44208e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.084604999999999986 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016412915170432123 -0.010801140624735929 -0.0069291020502396678 0.0079949649478889342 0.0099444733053124183 -0.018222183623631538
leaf_weight=0.0012682580652398899 0.0019718713623338713 0.0010423926153416275 0.0013894951981687023 0.0018477983925280039 0.0012082413579534931
leaf_count=249 1169 310 969 1004 209
internal_value=0 0.00588274 -0.00215522 0.00167979 -0.00419897
internal_weight=0 0.00231065 0.00641741 0.00444553 0.00259774
internal_count=3910 559 3351 2182 1178
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=8
num_cat=0
split_feature=147 52 13 52 2 43 2
split_gain=1.79864e-05 3.06393e-05 4.27099e-05 5.36949e-05 3.64059e-05 3.63002e-05 6.89096e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.099990000000000009 -1.0000000180025095e-35 0.093070000000000014
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=-1.2012293648974106e-05 0.00024616751384767073 -0.00032476905297548384 0.00025388610012112937 -0.00047647702914146637 0.0004753113589143445 0.00026926502662456023 -0.00043375318508523755
leaf_weight=0.0011738151931054517 0.0010060663101633142 0.0011748758316638009 0.0012718679680377132 0.0012976102103517038 0.0011837529432231157 0.0011401853654685143 0.0010116929341962217
leaf_count=748 234 639 567 1013 208 318 183
internal_value=0 -3.15245e-05 1.71447e-05 -9.04793e-05 0.000232677 -0.000217451 -6.12549e-05
internal_weight=0 0.0082538 0.00707892 0.00472136 0.00235757 0.00344949 0.00215188
internal_count=3910 3676 3037 2081 956 1514 501
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=8
num_cat=0
split_feature=147 52 13 52 43 2 2
split_gain=2.17798e-05 2.91421e-05 4.47266e-05 5.28446e-05 3.86616e-05 7.64937e-05 3.66748e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-1.4716673052892293e-05 0.00026926812821001847 -0.0003206562019687424 0.00024510691939721795 -0.00049062338552467244 0.00028171320542797048 -0.00045568380652067248 0.00047458401314947642
leaf_weight=0.0011658378173399768 0.0010091664314316939 0.0011836723098241535 0.0012642168145529458 0.0012995895332950083 0.0011567099447395176 0.0010158505152739446 0.0011901974623081883
leaf_count=748 234 639 567 1013 337 164 208
internal_value=0 -3.5844e-05 1.16892e-05 -9.81315e-05 -0.000223105 -6.30805e-05 0.000232463
internal_weight=0 0.00827607 0.0070924 0.00473637 0.00347215 0.00217256 0.00235604
internal_count=3910 3676 3037 2081 1514 501 956
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=7
num_cat=0
split_feature=4 15 151 15 13 1
split_gain=1.10268e-05 3.56519e-05 2.14624e-05 5.47108e-05 3.07048e-05 9.10271e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0074049999999999993 -0.07142999999999998 -0.0019849999999999994 0.079945000000000016
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=0.008833715022878233 0.016941938530391172 -0.0075399019204632897 -0.026110378312408533 0.0091758194655388297 0.012629917340343381 -0.029458152406133167
leaf_weight=0.0013769466046786799 0.0013012040594579074 0.001095738002050745 0.0010052012250689425 0.0019010026658755068 0.0010256732310268133 0.001029813047065806
leaf_count=569 333 216 708 1410 328 346
internal_value=0 0.00575031 -0.00221208 -0.00527747 1.54267e-05 -0.0084565
internal_weight=0 0.00239694 0.00633864 0.00496169 0.00395649 0.00205549
internal_count=3910 549 3361 2792 2084 674
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=8
num_cat=0
split_feature=147 52 0 42 15 2 2
split_gain=2.89192e-05 2.95686e-05 3.84424e-05 5.22212e-05 6.15966e-05 6.11032e-05 4.06315e-06
threshold=1.0000000180025095e-35 0.11401500000000002 -0.14867499999999997 0.085545000000000024 -0.089594999999999994 0.096540000000000015 0.10836000000000003
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=-0.00013167985368405335 0.00030641880665785052 -0.00031893571425537165 0.00063353859464162544 -0.00020079227649388783 -0.00023108430648811996 0.00036292056581728997 -0.00030767837224370871
leaf_weight=0.0010025838461740376 0.0010565903695442082 0.0012283033692385391 0.001027331004839982 0.0015750041534029671 0.0013207748612747636 0.0013426029308248166 0.0010147633283938704
leaf_count=155 234 639 451 1062 956 327 86
internal_value=0 -3.7519e-05 9.94255e-06 9.81164e-05 0.000225675 6.83523e-05 -0.00022021
internal_weight=0 0.00851136 0.00728306 0.00526571 0.00369071 0.00266338 0.00201735
internal_count=3910 3676 3037 2796 1734 1283 241
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=7
num_cat=0
split_feature=1 0 4 1 3 2
split_gain=1.26256e-05 2.11412e-05 1.78327e-05 3.47109e-05 3.17137e-05 2.14389e-05
threshold=0.076710000000000014 0.047345000000000005 0.0051950000000000008 0.10688500000000002 -0.010319999999999998 0.114165
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.015519017887496345 0.0085666387803407049 0.0028365913683086642 0.022102119083787702 -0.0054315712854430438 -0.015214690272752851 0.012638209878592913
leaf_weight=0.001210780266370416 0.0010079530182484681 0.0013024341775715615 0.0010432070580356553 0.0018944554038762419 0.0012639084375276138 0.001004865554561219
leaf_count=1913 865 95 208 255 294 280
internal_value=0 -0.00600651 0.00239311 0.00645954 -0.00466367 0.000831171
internal_weight=0 0.00251321 0.00621439 0.00394253 0.00227186 0.00289932
internal_count=3910 2008 1902 743 1159 535
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 3 4
split_gain=4.57563e-05 3.91311e-05 3.71726e-05 5.27969e-05 6.19033e-05 5.95594e-05 4.03211e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.023959999999999995 -0.23071499999999998 -0.11756999999999999 0.096385000000000012 0.08734500000000002
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=0.00032303116887765491 -0.00039866769621412494 -0.00034367504923616722 -0.00036283541746381476 -0.00040619652544002591 0.00010839974535705656 0.00023133332586967477 0.00059163450126050246
leaf_weight=0.0015729363433479955 0.0010054063647854149 0.0011371060357439821 0.0010206141211882682 0.0012184741310555509 0.0014542843469763644 0.0010479209071832891 0.001221414921813096
leaf_count=796 779 348 169 162 1342 135 179
internal_value=0 4.32103e-05 -1.8783e-05 4.31749e-05 0.000127022 -0.00011142 0.000328989
internal_weight=0 0.00867275 0.00709981 0.00596271 0.00494209 0.0022664 0.0026757
internal_count=3910 3131 2335 1987 1818 297 1521
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=7
num_cat=0
split_feature=1 13 160 49 0 4
split_gain=1.2823e-05 2.55496e-05 2.7929e-05 4.0255e-05 2.24851e-05 2.20745e-05
threshold=0.11561500000000001 -0.13934999999999997 0.084835000000000008 -0.006494999999999999 -0.071924999999999989 -0.032604999999999995
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=-0.014887174440328433 0.016511632267819869 -0.019973964998225627 0.014981831509181025 -0.0056707277959638794 -0.0038554696294008151 0.011109267130172507
leaf_weight=0.001282808624457973 0.0011181628431172468 0.0010371974695425213 0.0011052374891385025 0.0015618388472336939 0.0010520402045617137 0.0015741431537497146
leaf_count=182 246 411 423 1521 305 822
internal_value=0 -0.00222901 0.00084729 -0.00289614 0.00663836 0.00275219
internal_weight=0 0.00656123 0.00527842 0.00417318 0.0021702 0.00313598
internal_count=3910 3359 3177 2754 551 2343
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=7
num_cat=0
split_feature=49 3 15 133 43 1
split_gain=1.12532e-05 3.25219e-05 2.39958e-05 4.1892e-05 4.5616e-05 3.07651e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.11739999999999999 1.0000000180025095e-35 -0.019509999999999996 0.089370000000000019
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=0.018508536278771182 -0.012149442489782721 -0.0053012044045102616 0.020264527095992566 -0.016396305065475059 -0.014186849034227662 0.0095304634337128012
leaf_weight=0.0010899653647222761 0.0017527774397390478 0.001211118374198832 0.0014598679022071286 0.0010148209129479868 0.0011155320725282167 0.0010729915664418888
leaf_count=350 581 209 561 1104 790 315
internal_value=0 0.00597687 -0.00217438 0.00157497 0.00657379 -0.0025587
internal_weight=0 0.00230108 0.00641599 0.00466321 0.00364839 0.00218852
internal_count=3910 559 3351 2770 1666 1105
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=7
num_cat=0
split_feature=3 151 4 0 1 4
split_gain=1.08883e-05 2.73408e-05 3.55811e-05 3.27735e-05 3.26112e-05 2.66704e-05
threshold=0.13772500000000001 -0.084764999999999993 0.28937500000000005 -0.070894999999999986 0.095575000000000007 -0.17479499999999998
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=-0.016848135141266502 0.0086109416510372593 -0.01916379240802718 0.01643402829915076 -0.0055421249040143979 0.0025021247932844326 0.015597998762933047
leaf_weight=0.0010007859684288481 0.0012514104135649727 0.001627426833504305 0.0012022001379901077 0.0010978880061344005 0.0012121921241077752 0.0013074988310898927
leaf_count=386 239 2003 284 269 247 482
internal_value=0 -0.0014701 0.000917003 -0.00263963 -0.00991493 0.00594904
internal_weight=0 0.00744799 0.00644721 0.00524501 0.00283962 0.00240539
internal_count=3910 3671 3285 3001 2250 751
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=8
num_cat=0
split_feature=159 1 42 151 4 2 2
split_gain=3.02619e-05 3.09329e-05 5.46867e-05 5.30712e-05 7.7813e-05 5.01452e-05 5.18232e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091955000000000023 -0.0088999999999999982 0.25367000000000006 0.086875000000000022 0.10457000000000001
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=-0.00032095194934284174 -0.00027033574931019713 0.00033084461017951808 -0.00043809540041827856 -0.00030120211199429614 0.00062609558055719749 0.00042076732103185318 -0.00014121199761250874
leaf_weight=0.0010280386580524504 0.0014768958329481677 0.0011730931777835284 0.001000465469192002 0.0012344585756452185 0.0010521440199940755 0.0014693234801022529 0.0011055638442616319
leaf_count=633 518 298 586 804 156 619 296
internal_value=0 3.51976e-05 -1.20607e-05 5.51856e-05 0.000154077 2.37056e-05 0.000179474
internal_weight=0 0.00851194 0.00733885 0.00633839 0.00486149 0.00380935 0.00257489
internal_count=3910 3277 2979 2393 1875 1719 915
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=7
num_cat=0
split_feature=49 3 15 133 43 16
split_gain=1.09361e-05 2.61964e-05 2.21354e-05 3.45385e-05 3.39559e-05 2.43273e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.11739999999999999 1.0000000180025095e-35 -0.019509999999999996 -0.0090499999999999973
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=0.016801582308361995 -0.011735238491854826 -0.0045670436481979812 0.017841710882729411 -0.014878881003621875 -0.011976208416553365 0.0091365605413607411
leaf_weight=0.0011246181605501101 0.0017489479038481238 0.0011711447693472667 0.0014547625443698769 0.0010123184632059917 0.0011404831490926461 0.0010465976165960345
leaf_count=361 581 198 561 1104 744 361
internal_value=0 0.00590074 -0.00214386 0.0014604 0.00600221 -0.00187298
internal_weight=0 0.00229576 0.00640311 0.00465416 0.00364184 0.00218708
internal_count=3910 559 3351 2770 1666 1105
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=7
num_cat=0
split_feature=42 43 3 3 3 2
split_gain=1.23072e-05 2.68128e-05 2.79763e-05 3.14767e-05 4.81021e-05 3.04579e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.13927999999999999 -0.075954999999999981 0.0066850000000000008 0.11230000000000001
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=-0.0095627847873159203 0.019121222685734546 -0.012671646750432281 -0.012845478362868999 0.022649741168521434 0.0080661425325320741 -0.012278150822147345
leaf_weight=0.0011691370505833992 0.0010254245479567135 0.0011382443503271918 0.0012439799982960874 0.0011515053807784584 0.0015744317287327021 0.001381702989769746
leaf_count=1060 267 223 1247 607 283 223
internal_value=0 0.00146642 0.00398993 0.00109063 0.00531111 -0.00144282
internal_weight=0 0.00751529 0.00637704 0.00535162 0.00410764 0.00295613
internal_count=3910 2850 2627 2360 1113 506
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=7
num_cat=0
split_feature=42 160 49 16 15 0
split_gain=1.41957e-05 2.44419e-05 5.79781e-05 2.53482e-05 7.3117e-05 2.19485e-05
threshold=0.093125000000000013 0.084835000000000008 -0.0019649999999999997 -0.15168999999999996 -0.038029999999999987 -0.014809999999999999
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=-0.018555127911243398 -0.010435846698646218 0.014106211886905515 0.015533369423053943 -0.020283247706496643 0.020590201122980666 0.00055457713559304937
leaf_weight=0.0014495432133168193 0.0011360772080079044 0.0012866671566207676 0.0014099907523900737 0.0011979456397352862 0.0010804834810285823 0.001106891719207701
leaf_count=519 787 437 278 629 1047 213
internal_value=0 0.00155592 -0.0010299 0.00426769 -0.000424479 0.0104514
internal_weight=0 0.00753152 0.00624485 0.00479531 0.00338532 0.00218738
internal_count=3910 3123 2686 2167 1889 1260
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=7
num_cat=0
split_feature=3 151 4 2 0 16
split_gain=1.32765e-05 2.21873e-05 3.66128e-05 2.70343e-05 3.03765e-05 1.60969e-05
threshold=0.13772500000000001 -0.084129999999999996 0.28937500000000005 0.093070000000000014 -0.066689999999999985 -0.03800499999999999
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=-0.015389951974841732 0.0095155734373540985 -0.0046055178591485751 0.016361514189040829 -0.020745085802810606 0.015973674338928552 -0.0031821857814960499
leaf_weight=0.0010110149778893157 0.0012504341256832936 0.0019821664946473834 0.0011917369457922263 0.0010331314048738585 0.001123997357127364 0.0010545015608724316
leaf_count=403 239 1795 284 442 214 533
internal_value=0 -0.00162554 0.000553762 -0.00307339 0.00284127 -0.0118737
internal_weight=0 0.00739655 0.00638553 0.0051938 0.00310616 0.00208763
internal_count=3910 3671 3268 2984 2009 975
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=7
num_cat=0
split_feature=49 48 12 2 1 4
split_gain=1.29946e-05 2.489e-05 2.15922e-05 6.2554e-05 2.87417e-05 1.51302e-05
threshold=-0.029304999999999998 0.085875000000000021 0.051320000000000005 0.08400500000000001 0.11198000000000001 -0.019454999999999997
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=0.017381972613449394 0.0044598526487839452 -0.0035380728003332178 -0.026148767372395017 0.0031401512252200504 0.015233698944261876 -0.012720324874487356
leaf_weight=0.0010897929138965036 0.0010397226315020467 0.0011894545954705639 0.0012030239511242129 0.0018514351121788719 0.0012486009093520445 0.0010111219962969623
leaf_count=309 192 250 816 1789 335 219
internal_value=0 0.00646458 -0.0023368 -0.00839553 0.00327207 -0.00401044
internal_weight=0 0.00227925 0.0063539 0.00305446 0.00329945 0.00205084
internal_count=3910 559 3351 2605 746 411
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=7
num_cat=0
split_feature=159 15 4 12 1 2
split_gain=3.29297e-05 3.95039e-05 4.76782e-05 5.71207e-05 6.36688e-05 3.03175e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 0.094485000000000013 0.097360000000000016
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=-0.00032364830326426196 0.00034997445756407823 2.2864144612955732e-05 -0.00029638305520713921 -0.00034003614569639711 0.00059508529243098836 0.0001045431375732341
leaf_weight=0.0010608775102607269 0.0013539660910770789 0.0018872885241924225 0.0017546881714353754 0.0013937760758129893 0.0012379498109893442 0.0010222762156522317
leaf_count=633 408 264 341 1598 285 381
internal_value=0 4.23781e-05 -1.47047e-05 7.44907e-05 0.000249529 -0.000151926
internal_weight=0 0.00864994 0.00729598 0.00554129 0.00312524 0.00241605
internal_count=3910 3277 2869 2528 549 1979
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=7
num_cat=0
split_feature=42 160 42 1 4 13
split_gain=1.08334e-05 2.77056e-05 2.34878e-05 3.52213e-05 5.41657e-05 3.36988e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093125000000000013 0.090820000000000012 0.24280000000000004 -0.083654999999999993
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=-0.0089997803267741986 -0.010040674592776883 0.0045200806283791041 -0.0089409274108184691 -0.012959143390434597 0.015827820474672814 0.029663617680320244
leaf_weight=0.0011602984936452052 0.0016528920788997968 0.0010599771248302023 0.001046364538524738 0.0014642118281414972 0.001180701697764467 0.0010722657793391546
leaf_count=1060 1040 375 573 399 213 250
internal_value=0 0.00138567 0.00462881 0.00760106 -0.000108509 0.0171643
internal_weight=0 0.00747641 0.00582352 0.00477716 0.00264491 0.00213224
internal_count=3910 2850 1810 1237 612 625
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=7
num_cat=0
split_feature=16 1 3 42 43 2
split_gain=1.15839e-05 2.96268e-05 5.15338e-05 2.96861e-05 2.22681e-05 2.42006e-05
threshold=-0.52908499999999992 0.10752500000000002 0.11265500000000002 0.084100000000000022 1.0000000180025095e-35 0.086315000000000017
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=-0.010018896726736526 0.0081149234971266675 0.022151066013150131 -0.0054653658095094072 -0.017339167093197619 0.013176593372326063 -0.01151910980265473
leaf_weight=0.0010190376757928821 0.0010248779114454046 0.0014961072400511786 0.0012322313990605115 0.0011551390701139332 0.0010714797301828284 0.0016202520649822992
leaf_count=179 554 458 215 1424 297 783
internal_value=0 0.00133525 0.00967833 -0.00333715 0.00101474 -0.00391174
internal_weight=0 0.00760009 0.00272834 0.00487175 0.00371661 0.00264513
internal_count=3910 3731 673 3058 1634 1337
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=7
num_cat=0
split_feature=147 376 42 3 3 2
split_gain=2.83241e-05 3.0265e-05 3.73303e-05 4.81486e-05 4.83969e-05 7.05988e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.092145000000000019 -0.100615 0.086245000000000016 0.106285
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=0.00025298605570198027 0.00031112115083323162 0.00028259227541118189 -0.00040657572545397814 -0.00041448894455566455 0.00033805239645130639 -0.00027678135947500844
leaf_weight=0.0017652289880805139 0.0010076556390496054 0.0010016244192860525 0.0011413899898825184 0.0015120513104150191 0.0013828590192679507 0.0014935100632295995
leaf_count=417 234 194 753 1915 194 203
internal_value=0 -3.70097e-05 -8.08918e-05 -2.04833e-05 -0.000130486 1.88095e-05
internal_weight=0 0.00829666 0.00729504 0.00615365 0.00438842 0.00287637
internal_count=3910 3676 3482 2729 2312 397
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=7
num_cat=0
split_feature=3 16 16 51 12 1
split_gain=2.02091e-05 2.78937e-05 5.92754e-05 4.13394e-05 4.45301e-05 4.22512e-05
threshold=0.13772500000000001 -0.52908499999999992 -0.114825 0.085845000000000019 0.051320000000000005 0.094385000000000011
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=-0.00033711674517403119 0.00022033579059572501 0.00030956766991701228 -6.6251337949605718e-05 -0.00044964192893423013 -0.00025001588756494919 0.00046694885343317511
leaf_weight=0.0010496523704828934 0.0013479498838038549 0.0018218299069120755 0.001319889835712393 0.0010476196897949309 0.0017413064236946533 0.0010075185947136776
leaf_count=155 239 521 232 366 2180 217
internal_value=0 -3.92183e-05 5.84979e-06 -0.000102298 -1.28638e-05 0.000164567
internal_weight=0 0.00798782 0.00693816 0.00511633 0.00406871 0.00232741
internal_count=3910 3671 3516 2995 2629 449
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=8
num_cat=0
split_feature=159 1 2 151 16 42 2
split_gain=3.86952e-05 2.78522e-05 3.06652e-05 4.35806e-05 5.50042e-05 4.21899e-05 3.19864e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 1.0000000180025095e-35 0.10679500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00036169044182432665 5.2140275546994597e-05 0.00032116396403931503 -0.00022955971878622829 0.00062025215684380407 -0.0001232025526053528 -0.00046444429235090748 0.00015507708869491184
leaf_weight=0.0010241565392009331 0.0013411763353558454 0.0011809827479067588 0.0012401047150904921 0.0011057756575216272 0.0013099057913165163 0.0011116412869356771 0.0011692687024172973
leaf_count=633 605 298 400 701 384 622 267
internal_value=0 4.18553e-05 -3.46825e-06 8.72787e-05 0.000196879 -0.000181981 0.000381173
internal_weight=0 0.00845886 0.00727787 0.00482505 0.00358495 0.00245282 0.00227504
internal_count=3910 3277 2979 1752 1352 1227 968
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=7
num_cat=0
split_feature=159 3 39 42 3 0
split_gain=2.40346e-05 2.33374e-05 3.72921e-05 3.8642e-05 4.82468e-05 3.56989e-05
threshold=-1.0000000180025095e-35 0.13772500000000001 0.005105000000000001 0.085545000000000024 -0.080744999999999997 -0.23029999999999998
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=-0.0002882547822598971 0.00024533041757466325 0.00027845540520285986 0.00029964424838412903 -0.00034930233731325422 0.00010237857211726367 -0.00036720077487267084
leaf_weight=0.0010287590054860922 0.0019572760792609433 0.001233098525535708 0.001216018325637132 0.0015013072336912516 0.0010955519653946255 0.001441330577085469
leaf_count=633 1143 220 394 976 110 434
internal_value=0 2.91795e-05 -1.34445e-05 -7.69461e-05 1.40366e-05 -0.000164413
internal_weight=0 0.00844458 0.00721148 0.00599547 0.00449416 0.00253688
internal_count=3910 3277 3057 2663 1687 544
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=7
num_cat=0
split_feature=159 1 4 1 3 3
split_gain=2.48735e-05 2.62057e-05 5.51828e-05 2.39406e-05 3.30543e-05 4.24634e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 0.096230000000000024 -0.115685 -0.0066499999999999988
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=-0.00029310729872596494 0.00033238858001903213 -8.7073860667330575e-05 0.00050769175252856073 -0.00023977167340258853 -0.00033136772460771601 0.00012842571308523785
leaf_weight=0.0010114131616014771 0.0011001893792995186 0.0012197467169867467 0.0011799213825585356 0.001630578249002603 0.0013174578034624376 0.0018659931625466979
leaf_count=633 195 240 322 409 1876 235
internal_value=0 3.25516e-05 0.000205374 -3.75701e-05 3.93985e-05 -6.18579e-05
internal_weight=0 0.00831389 0.00239967 0.00591422 0.00428364 0.00318345
internal_count=3910 3277 562 2715 2306 2111
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=6
num_cat=0
split_feature=2 52 3 43 4
split_gain=1.17327e-05 3.33363e-05 3.02834e-05 3.67077e-05 2.52556e-05
threshold=0.10946500000000002 0.084890000000000007 0.090325000000000003 -0.06705499999999999 0.15045000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0081996145526968944 0.015723905601035131 -0.015984569491234755 0.017038380287127126 -0.011843713536448258 -0.0040022422026485625
leaf_weight=0.0016997701058792838 0.0012657363963338663 0.001395674816047107 0.0010017958645362653 0.0019758900653479689 0.0013321255652788432
leaf_count=989 447 1032 176 946 320
internal_value=0 -0.00242127 0.00162579 -0.00257489 0.00560878
internal_weight=0 0.00607313 0.00467746 0.00367566 0.00259786
internal_count=3910 3143 2111 1935 767
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=42 43 3 13 1 52
split_gain=1.0512e-05 2.77544e-05 2.48426e-05 3.0965e-05 5.05656e-05 5.59624e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.13927999999999999 -0.083514999999999992 0.11395500000000001 -0.07125999999999999
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=-0.0088544292463845903 0.018202171797048829 -0.013063334040866976 0.013795833854131615 -0.01441935342292722 -0.021135669505962441 0.014921498041815731
leaf_weight=0.0011641472009979491 0.0010230825803157128 0.001132573362947531 0.0014277943474591001 0.0010420116715777652 0.0011401709847725511 0.0017281693671333273
leaf_count=1060 267 223 971 377 248 764
internal_value=0 0.00135955 0.00392745 0.00119163 -0.00341057 0.00388485
internal_weight=0 0.0074938 0.00636123 0.00533815 0.00391035 0.00277018
internal_count=3910 2850 2627 2360 1389 1141
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=7
num_cat=0
split_feature=11 16 16 0 1 3
split_gain=1.10934e-05 2.30121e-05 2.62998e-05 3.0746e-05 2.74413e-05 9.05817e-06
threshold=1.0000000180025095e-35 -0.41862999999999995 0.15100500000000003 -0.075584999999999986 0.094385000000000011 -0.021064999999999997
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=-0.011155113428983355 -0.0097778381258904236 -0.006535165978394113 0.0009378368126346931 0.021679452757998808 0.012124699625729384 -0.012474659175786766
leaf_weight=0.0012411119164690947 0.0010252526427529315 0.0015582325270943175 0.0010141786348273928 0.0012054572039164836 0.0015946388258439087 0.0010000216549422849
leaf_count=380 304 1778 367 601 312 168
internal_value=0 0.00130244 0.00372867 0.00809596 0.0029025 -0.00572128
internal_weight=0 0.00761364 0.00637253 0.00435833 0.00315287 0.0020142
internal_count=3910 3606 3226 2691 2090 535
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=6
num_cat=0
split_feature=49 15 3 15 15
split_gain=1.01537e-05 2.81658e-05 1.9729e-05 2.18582e-05 4.3447e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.084604999999999986 -0.017214999999999998 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015769311078517371 -0.010479953192891273 -0.0065739084497728906 0.006280445484655001 0.0099577763911780047 -0.020249406991685037
leaf_weight=0.0012536633127403676 0.0019367765603075038 0.0010258838133923676 0.0015446371081780704 0.0018376135850676463 0.0010281925553028573
leaf_count=249 1169 310 528 1004 650
internal_value=0 0.005714 -0.00206674 0.00162779 -0.00432181
internal_weight=0 0.00227955 0.00634722 0.00441044 0.00257283
internal_count=3910 559 3351 2182 1178
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=7
num_cat=0
split_feature=4 15 4 2 13 48
split_gain=9.60164e-06 3.08266e-05 2.49054e-05 2.91549e-05 3.84516e-05 4.45193e-05
threshold=0.24280000000000004 -0.14487999999999998 0.055260000000000011 0.11085000000000002 -0.088444999999999982 0.083775000000000002
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=-0.019874133575732283 0.015400204838948245 -0.0077640520609620102 -0.01603214724997926 0.014997388935456803 -0.0067256493978328884 0.018318811324394363
leaf_weight=0.001028124839793487 0.0013374149168581448 0.001007115302236372 0.0010589782443882756 0.0011308974288787976 0.001929797844310497 0.0011227198532851109
leaf_count=365 348 201 347 333 1932 384
internal_value=0 0.00544978 -0.00205127 0.000789626 -0.00314787 0.00248573
internal_weight=0 0.00234453 0.00627052 0.00521154 0.00408064 0.00305252
internal_count=3910 549 3361 3014 2681 2316
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=7
num_cat=0
split_feature=51 48 1 2 3 2
split_gain=9.39813e-06 2.66976e-05 3.76703e-05 4.22801e-05 4.75348e-05 1.6325e-05
threshold=0.08955500000000001 0.092065000000000022 0.11235500000000002 0.10393500000000001 -0.075954999999999981 0.087995000000000004
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=-0.009231910374891206 -0.0078541620086072534 -0.01334687086657033 0.017121630354073988 -0.016734777134022348 0.0059080472744899686 0.023792635051455839
leaf_weight=0.0013973897347406201 0.0012966547586556803 0.0010528487827418786 0.0015963117024225711 0.0012129093117114937 0.0010377041765437475 0.0010043717096023144
leaf_count=1703 487 310 414 458 273 265
internal_value=0 0.00138441 0.0038665 -0.000681563 0.00497952 0.0147044
internal_weight=0 0.00730154 0.00624869 0.00465237 0.00343947 0.00204208
internal_count=3910 3423 3113 2699 2241 538
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=8
num_cat=0
split_feature=159 484 1 2 150 3 0
split_gain=2.9143e-05 3.39896e-05 4.21655e-05 5.05616e-05 3.99834e-05 3.5823e-05 9.16343e-06
threshold=-1.0000000180025095e-35 0.073820000000000011 0.12811000000000003 0.086875000000000022 0.083680000000000018 0.090325000000000003 -0.10131499999999999
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=-0.00031394563943879997 -0.00019846964343457187 0.00036807933233598094 0.00033408995154249896 9.9674197921828213e-05 0.00034268964462174566 -0.00033773631969518227 -0.00046122138408543435
leaf_weight=0.0010322187742808952 0.0010352563831847073 0.0010342067326792456 0.0011489995055258221 0.0018013151322674552 0.0012463918541813813 0.0011990072093841647 0.001006357474231549
leaf_count=633 134 392 259 1164 210 132 986
internal_value=0 3.50162e-05 -1.12983e-05 -7.44075e-05 4.75007e-05 -7.51265e-05 -0.000327986
internal_weight=0 0.00847153 0.00743733 0.00628833 0.00424671 0.00300032 0.00204161
internal_count=3910 3277 2885 2626 1506 1296 1120
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=7
num_cat=0
split_feature=159 1 4 133 2 2
split_gain=4.17882e-05 2.83185e-05 5.1326e-05 2.73528e-05 3.29598e-05 6.65106e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 0.065880000000000008 0.086875000000000022 0.10796500000000002
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=-0.00037580942787202509 -0.00033648108316472513 -5.5758357419929608e-05 0.00051481325356486391 0.00021552034850698431 0.00023980405976140634 -0.00035119403797972303
leaf_weight=0.0010229475192417214 0.0015243216795148063 0.0012423441204568193 0.0011836583749898905 0.0013649573184274727 0.0019289933172083225 0.0011799354604099294
leaf_count=633 794 240 322 966 687 268
internal_value=0 4.38684e-05 0.000222626 -2.8431e-05 -0.000100299 1.55018e-05
internal_weight=0 0.00842421 0.002426 0.00599821 0.00463325 0.00310893
internal_count=3910 3277 562 2715 1749 955
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=8
num_cat=0
split_feature=147 42 15 3 49 2 0
split_gain=2.80007e-05 2.47891e-05 5.21876e-05 3.77799e-05 4.02925e-05 6.12941e-05 4.62797e-05
threshold=1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35 -0.10140999999999999 1.0000000180025095e-35 0.097940000000000013 -0.10131499999999999
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=0.00037475631840387484 0.0003032453245670732 -0.00031086134448278838 -0.00038486760685928917 0.00016241844803570993 -0.00035724200949552521 0.00040179599147505487 -0.00039199489649549416
leaf_weight=0.0012543192159063391 0.0010007462324330548 0.0011521202486720955 0.0011440447104737591 0.0011671477817058716 0.001001496023967193 0.0014476119541389871 0.001148490364649767
leaf_count=269 234 756 1079 128 623 254 567
internal_value=0 -4.39145e-05 -9.78555e-07 7.19873e-05 -7.71663e-06 8.53009e-05 -0.000112555
internal_weight=0 0.00831523 0.00716311 0.00601907 0.00476475 0.00376325 0.00231564
internal_count=3910 3676 2920 1841 1572 949 695
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=7
num_cat=0
split_feature=49 160 13 49 3 0
split_gain=9.86593e-06 2.80341e-05 4.42187e-05 3.09038e-05 7.56797e-05 1.36491e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.083514999999999992 -0.029304999999999998 -0.078669999999999976 -0.087244999999999975
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=0.011407954279353628 0.0091282270542130169 0.016297044409141998 0.0011842707022608585 -0.03790458278272834 -0.0030856556077158929 -0.00021696619641548627
leaf_weight=0.0014186131970808482 0.0010377456811745235 0.0010000418683541368 0.0015422310891254213 0.0010226898525440167 0.0016021884989206451 0.0010019421857064344
leaf_count=863 541 371 288 966 526 355
internal_value=0 -0.0012676 -0.00418241 -0.0100506 -0.0166516 0.0080322
internal_weight=0 0.00758771 0.00616909 0.00416711 0.00262488 0.00200198
internal_count=3910 3369 2506 1780 1492 726
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=7
num_cat=0
split_feature=0 52 15 49 43 2
split_gain=1.07203e-05 2.12194e-05 3.90622e-05 3.08103e-05 3.20942e-05 3.23958e-05
threshold=0.055865000000000005 -0.094124999999999986 -0.19153499999999998 -0.073619999999999977 -1.0000000180025095e-35 0.090905000000000014
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=-0.01377008974497625 0.0077093743518024576 -0.015468899883077276 -0.0098937144567920465 -0.0023114797614551944 0.02896524007755823 0.0047480887854759388
leaf_weight=0.0011976004215975035 0.0014854746568462567 0.0011785998091580754 0.0010888183039002145 0.0014461872022560676 0.001104195204033381 0.0011053512447970365
leaf_count=652 255 356 266 1587 433 361
internal_value=0 -0.00162994 0.000824671 0.00487218 0.00927003 0.0168503
internal_weight=0 0.00712075 0.00592315 0.00474455 0.00365573 0.00220955
internal_count=3910 3655 3003 2647 2381 794
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=8
num_cat=0
split_feature=50 4 40 160 2 13 4
split_gain=4.46871e-05 6.17889e-05 5.55141e-05 0.000106528 6.2307e-05 3.02841e-05 5.2511e-05
threshold=0.07992500000000001 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.10679500000000001 -0.083514999999999992 -0.034289999999999994
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=-0.00039555417368704565 -0.00039358646808415241 0.00038664404507327601 0.00054834199437452612 -0.00050239159345980109 -0.00026711740151411838 -0.00018032441176340068 0.00037340292381429438
leaf_weight=0.0013329201085031956 0.0010001549386203 0.0016476246672928263 0.0011430488567166701 0.0011126385401469653 0.0010068097593810216 0.0010399204025906524 0.0017949370534295233
leaf_count=265 755 396 527 304 343 884 436
internal_value=0 4.31134e-05 -3.30628e-05 4.61801e-05 0.000168627 0.000278914 0.000170277
internal_weight=0 0.0090779 0.00743027 0.00609735 0.00498472 0.00397791 0.00283486
internal_count=3910 3155 2759 2494 2190 1847 1320
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=7
num_cat=0
split_feature=50 4 151 4 47 13
split_gain=0.00010602 3.61439e-05 3.11328e-05 7.09105e-05 3.73873e-05 3.6318e-05
threshold=0.07992500000000001 0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 0.09023500000000001 -0.070604999999999987
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=0.00025865470454482307 -0.00060653729467433114 0.00032660505761619268 0.00038651678343838225 -0.00049917368646722182 -2.6839810182222361e-05 -4.1352519292179658e-05
leaf_weight=0.0014756129884744762 0.0010091077253496289 0.0016439972510358964 0.0013188298251756701 0.0015097619777854491 0.0011239430946212324 0.0018087523131680113
leaf_count=445 755 396 644 551 151 968
internal_value=0 6.41563e-05 4.53616e-06 -6.05501e-05 -0.000297604 0.00013907
internal_weight=0 0.0088809 0.0072369 0.00576129 0.00263371 0.00312758
internal_count=3910 3155 2759 2314 702 1612
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=7
num_cat=0
split_feature=50 4 4 52 2 16
split_gain=5.58544e-05 3.37813e-05 3.11981e-05 4.91406e-05 4.87898e-05 2.7122e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.0010999999999999996 -0.088354999999999989 0.093070000000000014 -0.094359999999999986
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=-0.00024044075120157525 -0.00043796674528877219 0.00030787882567060907 -0.00033479314197280683 0.00053105263096814921 1.049160456696743e-06 2.3681477503658188e-05
leaf_weight=0.001071336606170795 0.0010016977307747551 0.0016043810788544423 0.0015581655851134011 0.0012892771176073543 0.0013852749612445743 0.0016932707535907868
leaf_count=533 779 396 357 1067 343 435
internal_value=0 5.12602e-05 -7.57855e-06 0.000114401 0.000256539 -0.000148108
internal_weight=0 0.00860171 0.00699733 0.00374589 0.00267455 0.00325144
internal_count=3910 3131 2735 1943 1410 792
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=7
num_cat=0
split_feature=4 15 4 52 2 16
split_gain=1.12106e-05 2.80565e-05 2.14786e-05 2.9033e-05 3.39496e-05 2.2105e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0010999999999999996 -0.088354999999999989 0.093070000000000014 -0.070594999999999977
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=-0.011454226977138325 0.015969950212838077 -0.0059416018307025401 -0.020372588258319557 0.019220790430986331 -0.0027440969262540818 -0.001009999007512089
leaf_weight=0.001098732215037878 0.0012683735083574325 0.0010836174222806836 0.0010698503806125153 0.0013423964040550013 0.0014789456001325267 0.0013134930228184596
leaf_count=639 333 216 377 1484 435 426
internal_value=0 0.00587478 -0.00221528 0.00233629 0.00770681 -0.0097016
internal_weight=0 0.00235199 0.00630342 0.00392007 0.00282134 0.00238334
internal_count=3910 549 3361 2558 1919 803
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=8
num_cat=0
split_feature=159 2 12 151 16 15 16
split_gain=3.46025e-05 2.7919e-05 8.94238e-05 4.36698e-05 5.098e-05 4.23879e-05 3.7566e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.0088999999999999982 0.15100500000000003 -0.024209999999999999 -0.10486499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -3 6 -2 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.0003442597543082828 -0.00060978118680104576 -0.00018453839016798986 0.00036874447378362128 0.00016382412397230787 -7.1287668665921878e-05 -5.7530567147387755e-05 0.00063947095330348504
leaf_weight=0.0010175188911883794 0.0010759399318284548 0.0013097427310058045 0.0010258776862223408 0.0013225853160468612 0.0014072424176030289 0.0010615743385479263 0.0012340386679711335
leaf_count=633 406 436 157 377 417 783 701
internal_value=0 3.85104e-05 -0.000107124 0.000125869 0.000228435 -0.000335512 0.000393411
internal_weight=0 0.008437 0.00316339 0.00527361 0.00396387 0.00213751 0.00255662
internal_count=3910 3277 1346 1931 1495 1189 1078
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=8
num_cat=0
split_feature=159 2 16 13 3 4 15
split_gain=2.86255e-05 3.76265e-05 5.4608e-05 4.18285e-05 3.62173e-05 8.00565e-05 4.29093e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.13863999999999996 -0.00059999999999999995 -0.016619999999999996 0.004850000000000001 -0.064869999999999983
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=-0.00030825142106496154 -0.00024818425116506832 -8.5222362416713032e-05 0.00068417126941178977 0.00012965519558890518 -0.00066843194553335076 0.00011492879481818761 0.00026518459643542515
leaf_weight=0.0010258601313676294 0.0010051410263201255 0.0016106033263789486 0.001002591530705893 0.0010933481491221747 0.0010044881762550563 0.0010017993364166888 0.001659368070130974
leaf_count=633 460 339 376 320 192 174 1416
internal_value=0 3.87624e-05 0.000186277 0.000394908 -7.82988e-05 -0.000277277 7.15249e-05
internal_weight=0 0.00837734 0.00370654 0.00209594 0.0046708 0.00200629 0.00266451
internal_count=3910 3277 1035 696 2242 366 1876
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=6
num_cat=0
split_feature=160 2 0 13 1
split_gain=1.16451e-05 2.7443e-05 4.05678e-05 3.99258e-05 4.9869e-05
threshold=-1.0000000180025095e-35 0.099015000000000006 -0.15517999999999996 0.076210000000000014 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0069504463852612663 -0.02123690679998232 -0.0061842208833307877 0.018215380898396798 0.013308348332033671 0.0056083911496098574
leaf_weight=0.0018928087882930126 0.0016175928165651637 0.0010794611603023995 0.0018479798872190433 0.0010222035261228351 0.0012093032097657028
leaf_count=1218 1365 143 701 161 322
internal_value=0 0.00192125 0.0092183 -0.00362853 -0.0097529
internal_weight=0 0.00677654 0.00292744 0.0038491 0.0028269
internal_count=3910 2692 844 1848 1687
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=6
num_cat=0
split_feature=49 3 15 2 3
split_gain=1.0067e-05 2.46125e-05 2.04719e-05 3.16724e-05 2.43973e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.11739999999999999 0.10113500000000002 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016729907081908236 -0.01138932490996665 -0.0040702357681119457 0.016655948267379827 -0.011055129864022907 -0.00084859222834829438
leaf_weight=0.0010709294351279896 0.0017169487924621144 0.0012135056280701191 0.0014227079753473403 0.0014209271861288634 0.0018082330028239956
leaf_count=350 581 209 1777 553 440
internal_value=0 0.00568075 -0.0020571 0.00138731 0.00685933
internal_weight=0 0.00228444 0.00636882 0.00465187 0.00323094
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=7
num_cat=0
split_feature=2 4 13 48 3 2
split_gain=1.17902e-05 2.62048e-05 4.25293e-05 4.7796e-05 5.10795e-05 2.29858e-05
threshold=0.10946500000000002 0.15045000000000003 -0.088444999999999982 0.083775000000000002 -0.040669999999999991 0.12663500000000003
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=-0.023297422346738199 0.013608790606066803 0.0096616432274803203 -0.023852137609961521 0.016055650389734635 0.0051958578378579487 -0.0054754052960088416
leaf_weight=0.0010908647838655705 0.0015091123296600483 0.0013824088231523769 0.0011604713115998164 0.0011495292798473964 0.0012655216710194934 0.0010847798426952176
leaf_count=391 398 305 1818 403 226 369
internal_value=0 -0.0024312 -0.00601368 -0.000740538 -0.00869922 0.00562768
internal_weight=0 0.0060488 0.00466639 0.00357552 0.00242599 0.00259389
internal_count=3910 3143 2838 2447 2044 767
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=7
num_cat=0
split_feature=3 151 4 0 1 4
split_gain=1.08719e-05 2.40389e-05 3.04547e-05 3.27161e-05 2.94831e-05 2.19177e-05
threshold=0.13772500000000001 -0.084129999999999996 0.28937500000000005 -0.070894999999999986 0.095575000000000007 -0.17479499999999998
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=-0.015827596274925838 0.0086223778026996174 -0.018640389838072209 0.015312268613706555 -0.0043887884985548287 0.0020730909104267623 0.014879239180186972
leaf_weight=0.0010072464823410654 0.0012472575359935411 0.0016111655769547061 0.0011781860613877832 0.0010817937654495941 0.0011982290896959337 0.0012995828362800245
leaf_count=403 239 1990 284 269 246 479
internal_value=0 -0.00147247 0.00079778 -0.00249668 -0.00980593 0.00612631
internal_weight=0 0.0073762 0.00636896 0.00519077 0.00280939 0.00238138
internal_count=3910 3671 3268 2984 2236 748
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=7
num_cat=0
split_feature=11 13 1 1 151 1
split_gain=2.04678e-05 3.47246e-05 4.05488e-05 3.45131e-05 2.31648e-05 7.58124e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11593500000000001 -0.0088999999999999982 0.095575000000000007
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=-1.6288601652074831e-05 -0.00026648244020899514 -0.00021851975640325172 0.00048144503288723568 -0.00031040433858750245 -0.00012657889730740608 0.00050871261945033622
leaf_weight=0.0013218440004498528 0.001007322121201336 0.0010166643160564371 0.0012010559415494716 0.00150379931527063 0.0018339612294951285 0.0011913248691852712
leaf_count=926 279 241 647 265 1343 209
internal_value=0 2.99512e-05 0.000220663 -5.68085e-05 3.75413e-05 0.000123592
internal_weight=0 0.00806865 0.0025229 0.00554575 0.00404195 0.00302529
internal_count=3910 3631 1573 2058 1793 1552
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=7
num_cat=0
split_feature=49 47 15 51 16 16
split_gain=1.02985e-05 2.7677e-05 3.22102e-05 3.30126e-05 2.04063e-05 3.26565e-05
threshold=0.093425000000000022 0.09252500000000001 -0.03231499999999999 1.0000000180025095e-35 0.15100500000000003 -0.084184999999999996
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=0.018565412258679657 0.009338063066906618 -0.01463164874220086 -0.01153174132576543 -0.0043576975946912448 -0.01502603471799447 0.011920006337141978
leaf_weight=0.0016436137110976048 0.0010359774697555552 0.0012905512153723719 0.001133571537093711 0.0010169778221192222 0.001250111716118146 0.0012469072525066018
leaf_count=736 541 294 569 248 267 1255
internal_value=0 -0.0012917 0.00144481 0.00980334 -0.00468054 0.000752407
internal_weight=0 0.00758173 0.00629118 0.00266059 0.00363059 0.00238048
internal_count=3910 3369 3075 984 2091 1824
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=9
num_cat=0
split_feature=50 12 160 4 43 0 2 1
split_gain=5.10221e-05 3.29444e-05 5.72001e-05 3.20557e-05 3.87186e-05 7.01231e-05 3.04499e-05 9.01354e-06
threshold=1.0000000180025095e-35 -0.036459999999999992 0.087825000000000014 -0.23071499999999998 -0.13719999999999996 -0.06402999999999999 0.10796500000000002 0.087720000000000006
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=-0.00024163217965207033 -0.00041733062120622935 -0.00012437799099657617 -0.00031924657110453283 -0.00010618061230972705 0.0004409521275170633 0.00075180849434816881 -9.9613089234543931e-05 0.00017950496749340839
leaf_weight=0.0012685146292031706 0.0010005608039568908 0.0011533121498542662 0.001068492427204938 0.0010153044046081463 0.0010204490240118555 0.0010762927157291903 0.0010553896923500236 0.0010075354264139002
leaf_count=437 779 207 308 249 1198 235 203 294
internal_value=0 5.03138e-05 0.000100381 0.000171233 0.000237114 0.000320906 0.000170494 0.000311061
internal_weight=0 0.00866529 0.00739678 0.00632828 0.00517497 0.00415967 0.00308337 0.00202798
internal_count=3910 3131 2694 2386 2179 1930 1695 1492
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.18644e-05 2.43713e-05 4.70068e-05 3.78624e-05 4.5342e-05 2.3238e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.016167996869116165 0.0081283732989236423 -0.016147980154511386 0.020302268929243274 -0.015549617325803773 0.019524269457203938 0.0038796119468801418
leaf_weight=0.0010011688852822227 0.0014830492058693573 0.0010498087496757897 0.0010164508840387245 0.0016793737543333012 0.0010989868729076348 0.0012927908159144784
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -0.00170119 0.000658713 -0.0032403 0.00276621 -0.00509552
internal_weight=0 0.00713858 0.00613741 0.00512096 0.00344159 0.0023426
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=5
num_cat=0
split_feature=160 2 16 52
split_gain=1.15663e-05 2.55148e-05 3.76351e-05 3.81466e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 -0.15168999999999996 -0.080899999999999986
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0069307037398076204 0.010287328333797479 0.011509679191192432 0.0051446570180246551 -0.017442897121491437
leaf_weight=0.001885268717075464 0.0016292502276492641 0.0019673812976026559 0.0012411352548294952 0.0018805751022524255
leaf_count=1218 276 552 584 1280
internal_value=0 0.00193308 -0.00203261 -0.0084625
internal_weight=0 0.00671834 0.00475096 0.00312171
internal_count=3910 2692 2140 1864
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=7
num_cat=0
split_feature=159 15 16 52 3 43
split_gain=2.7672e-05 3.1372e-05 3.68071e-05 5.60869e-05 4.14723e-05 3.72958e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 1.0000000180025095e-35 -0.078669999999999976 -0.019509999999999996
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=-0.00030731859383912653 0.00031181968983077526 -0.00035340966507630154 -0.00039235862635878075 0.00033998494751106634 0.00032507248400852584 -0.00012346446784865006
leaf_weight=0.0010407018268199517 0.0012985902854701255 0.0010773706724048083 0.0011818691597991812 0.0017129761912274086 0.0011203092264484345 0.0019590545678546505
leaf_count=633 408 274 1031 807 303 454
internal_value=0 3.17539e-05 -1.98219e-05 4.03363e-05 -8.01196e-05 3.97186e-05
internal_weight=0 0.00835017 0.00705158 0.00597421 0.00426123 0.00307936
internal_count=3910 3277 2869 2595 1788 757
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=8
num_cat=0
split_feature=159 1 13 3 12 151 2
split_gain=3.16517e-05 2.96924e-05 3.49263e-05 5.89758e-05 3.36334e-05 3.65932e-05 6.34123e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.13934999999999997 -0.12008499999999998 0.085845000000000019 -0.0088999999999999982 0.094825000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00032946379217745173 -0.00027089387770261032 0.00032462744110720861 0.0004309971456228962 -0.0002414541606087245 -0.00032737006970511831 -0.00010898274966615009 0.00055047389624081789
leaf_weight=0.0010175987560553578 0.0015557299631783492 0.001183504634267662 0.001282890495841205 0.0010760169810316326 0.001195717874908471 0.0012039698555192124 0.0010491121047578275
leaf_count=633 193 298 280 347 1527 428 204
internal_value=0 3.63555e-05 -9.97764e-06 5.99149e-05 -4.52956e-05 5.60176e-05 0.000198083
internal_weight=0 0.00854694 0.00736344 0.00580771 0.00452482 0.0033291 0.00225308
internal_count=3910 3277 2979 2786 2506 979 632
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=0 49 457 3 12 4
split_gain=1.04882e-05 2.13041e-05 3.92061e-05 3.61388e-05 4.60833e-05 2.54282e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.090325000000000003 0.080120000000000011 0.08734500000000002
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=-0.015129293243051551 0.00764042846816011 0.018540245747824199 0.018563577999465522 -0.014787156879917161 -0.016765560324846527 0.0048116041811131788
leaf_weight=0.0010013069394678503 0.0014819172768426401 0.0012239295923328216 0.0010144295525041092 0.0017164640019053296 0.0010644461338321638 0.0011217293784687335
leaf_count=256 255 426 268 293 2186 226
internal_value=0 -0.00160397 0.000601377 -0.00295293 0.00300379 -0.00569429
internal_weight=0 0.00714231 0.006141 0.00512657 0.00341011 0.00218618
internal_count=3910 3655 3399 3131 2838 2412
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=8
num_cat=0
split_feature=3 151 16 51 13 52 1
split_gain=1.11805e-05 2.33846e-05 2.82614e-05 3.38142e-05 3.29985e-05 1.69887e-05 1.08652e-05
threshold=0.13772500000000001 -0.084129999999999996 -0.15168999999999996 0.07919000000000001 1.0000000180025095e-35 -0.070004999999999998 0.10727500000000002
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=-0.015674741315572838 0.0087590061893159602 0.0027967172102021315 -0.00021762943845202864 -0.019638435976565158 -0.013037982143232794 0.017866268135858444 0.017005864561303662
leaf_weight=0.0010043575253575248 0.0012429173067143593 0.001052675359132296 0.001078859866987897 0.001043120254609997 0.0010823700602855058 0.0010019427026549651 0.0011010084453332728
leaf_count=403 239 289 482 428 505 1365 199
internal_value=0 -0.00149455 0.000744759 -0.00402516 0.00112364 0.00849008 0.0100607
internal_weight=0 0.00736433 0.00635998 0.00420629 0.00316317 0.0020808 0.00215368
internal_count=3910 3671 3268 2780 2352 1847 488
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=8
num_cat=0
split_feature=159 2 12 15 0 15 3
split_gain=2.78681e-05 2.74931e-05 7.59154e-05 6.19547e-05 3.8685e-05 9.13351e-05 3.25409e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.15517999999999996 -0.07052499999999999 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -7
right_child=1 4 -4 -5 5 6 -8
leaf_value=-0.00030742863688850808 -0.00063719756315624206 -0.00011926259992153959 0.00032340380265133835 3.2039004891592098e-05 0.0007374559432181449 0.00023505109019430332 -0.0002124310186568593
leaf_weight=0.0010309514348870374 0.0011290965503432508 0.0017347263868832839 0.001043254121905611 0.0010054004076634228 0.0010079230282864322 0.001432522013654544 0.0011080863642946867
leaf_count=633 417 216 157 772 647 902 166
internal_value=0 3.40245e-05 -0.000110095 -0.000321971 0.000120709 0.00023802 3.98818e-05
internal_weight=0 0.00846101 0.00317775 0.0021345 0.00528326 0.00354853 0.00254061
internal_count=3910 3277 1346 1189 1931 1715 1068
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=1.2471e-05 2.46304e-05 2.1593e-05 5.66132e-05 3.03413e-05
threshold=-0.044024999999999988 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.002694674132567086 -0.014037391181331653 0.01527765196859979 -0.018907445976395397 0.020210084512639077 0.0015013115418633838
leaf_weight=0.0017704407967390444 0.0013181159893968317 0.001339453167997654 0.0011772798244973101 0.0010921646661809195 0.0019107379958157823
leaf_count=655 426 1193 845 224 567
internal_value=0 0.00504613 -0.00287742 0.000641598 -0.00627935
internal_weight=0 0.00310989 0.0054983 0.00418018 0.00308802
internal_count=3910 1848 2062 1636 1412
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=7
num_cat=0
split_feature=52 4 15 2 0 12
split_gain=1.01817e-05 3.02466e-05 2.72937e-05 3.80123e-05 4.14492e-05 2.30621e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 0.11005500000000001 0.033525000000000006 0.08401500000000002
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=-0.0064457939189650456 -0.017206959388003717 0.013986024064350922 -0.00724622818149449 0.015090418426512249 -0.021928600801766451 0.012752793142471526
leaf_weight=0.0013191128355493497 0.0010305524947284159 0.0016074605133534173 0.0011922590601651047 0.0013262132440323825 0.001002108889384159 0.0011166498454444629
leaf_count=795 321 395 346 302 98 1653
internal_value=0 0.00477666 -0.00248658 0.000784798 -0.00494525 0.00242583
internal_weight=0 0.00292657 0.00566778 0.00463723 0.00331102 0.00230891
internal_count=3910 1190 2720 2399 2097 1999
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=6
num_cat=0
split_feature=0 1 16 160 0
split_gain=1.10148e-05 2.06982e-05 2.35088e-05 5.95967e-05 4.07158e-05
threshold=0.055865000000000005 0.076710000000000014 -0.055679999999999993 -0.013224999999999999 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.013433003352638305 0.007860273762549318 -0.0054551500925238633 0.011923850383311882 -0.019666799314879607 0.016439764103549796
leaf_weight=0.0012311241642825443 0.0014722206271785285 0.001595200249239504 0.0010174725865601006 0.0014456949851052708 0.0018164731431175665
leaf_count=1921 255 232 338 444 720
internal_value=0 -0.00164332 0.000827313 -0.0066175 0.00620233
internal_weight=0 0.00710597 0.00587484 0.00246317 0.00341167
internal_count=3910 3655 1734 782 952
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=7
num_cat=0
split_feature=52 15 160 13 16 2
split_gain=1.21943e-05 3.61383e-05 2.33616e-05 3.57399e-05 3.64632e-05 2.32658e-05
threshold=-0.081429999999999989 -0.053579999999999996 -1.0000000180025095e-35 -0.083924999999999986 -0.072804999999999981 0.092340000000000019
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=0.020387119779029662 -0.014212281135933924 -0.0057390403564227047 0.012143619048284281 -0.0083943992074599714 -0.019014430525764889 0.012635470285237259
leaf_weight=0.0010001547906843323 0.0012901342073453753 0.0011249307522401349 0.0018116330502657516 0.0010001515217605578 0.0012265684139914253 0.0011098366058947097
leaf_count=464 1029 507 542 679 395 294
internal_value=0 0.00655703 -0.00217927 0.0008362 -0.00530333 0.00266714
internal_weight=0 0.00212509 0.00643832 0.00514819 0.00333656 0.00210999
internal_count=3910 971 2939 1910 1368 973
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=7
num_cat=0
split_feature=159 15 16 52 4 0
split_gain=2.50128e-05 2.55699e-05 3.81574e-05 7.88034e-05 5.61458e-05 3.74552e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.10575999999999998
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=-0.00029292180116514819 0.00028998404234056028 -0.0003496591400706107 -0.0004258794868599896 0.00042938647014472564 0.00027812348171647852 -0.00015610615765453595
leaf_weight=0.0010033507577497025 0.0012775733834118046 0.0010850827870802762 0.0013016550339629831 0.0015543908815008715 0.0015233850056978792 0.0015315109080692906
leaf_count=633 408 274 721 764 218 892
internal_value=0 3.49018e-05 -1.16798e-05 5.03637e-05 -8.48693e-05 6.04311e-05
internal_weight=0 0.0082736 0.00699602 0.00591094 0.00435655 0.0030549
internal_count=3910 3277 2869 2595 1831 1110
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=6
num_cat=0
split_feature=43 52 16 2 43
split_gain=1.07206e-05 1.90457e-05 5.04333e-05 2.32297e-05 1.7587e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.001862437078686883 -0.013174355786516774 -0.017001980128120393 0.019181166261780406 0.00091384243158360219 0.013365066491604571
leaf_weight=0.0017615677397729034 0.0013123538412622149 0.0011683082270737511 0.0010846187837787718 0.0019018256527101474 0.0013319524770191008
leaf_count=655 426 845 224 567 1193
internal_value=0 -0.00267248 0.000644724 -0.00590384 0.00469395
internal_weight=0 0.00546711 0.00415475 0.00307013 0.00309352
internal_count=3910 2062 1636 1412 1848
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=7
num_cat=0
split_feature=159 1 42 3 15 3
split_gain=3.00677e-05 3.26424e-05 3.24338e-05 4.44044e-05 3.68868e-05 2.92941e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 -0.080744999999999997 -0.095799999999999982 0.094625000000000015
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=-0.00032114774845242003 0.00031346034147420226 0.00034402706201854092 -0.00025161186749920859 -0.0003405975411876722 -0.00016057874841524875 0.00026735443750289375
leaf_weight=0.0010037973485352283 0.0018040012980939002 0.0011548215500907988 0.0016583308572675768 0.0012217038856395393 0.0011149470185839714 0.001371615786102634
leaf_count=633 1139 298 1065 227 356 192
internal_value=0 3.80856e-05 -1.11862e-05 6.11444e-05 -6.16025e-05 7.5474e-05
internal_weight=0 0.00832542 0.0071706 0.00551227 0.00370827 0.00248656
internal_count=3910 3277 2979 1914 775 548
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=8
num_cat=0
split_feature=159 1 484 13 151 43 4
split_gain=3.27372e-05 4.65556e-05 3.74406e-05 3.37058e-05 3.40069e-05 5.98614e-05 3.86067e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.073820000000000011 -0.16277999999999995 -0.0088999999999999982 -0.00059999999999999995 0.0066400000000000009
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=-0.00033323449711091657 -0.00037295267357912918 0.0003948078190463545 0.00032769629463328596 -0.00027545319182461413 -0.00017289595969532508 4.6582385178788206e-05 0.00058909654778197364
leaf_weight=0.0010413653532712732 0.0012100563252378385 0.0011904282624993993 0.001011591130165918 0.0013648769431876123 0.001820232060667767 0.0010097361077915897 0.0010075167689688586
leaf_count=633 110 298 345 435 1299 614 176
internal_value=0 3.48347e-05 -2.28864e-05 -7.81926e-05 -9.63215e-06 8.49123e-05 0.000317541
internal_weight=0 0.00861444 0.00742401 0.00641242 0.00520236 0.00383748 0.00201725
internal_count=3910 3277 2979 2634 2524 2089 790
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=8
num_cat=0
split_feature=50 157 51 43 2 2 16
split_gain=4.04164e-05 3.09152e-05 8.80897e-05 5.60322e-05 3.84253e-05 6.16586e-05 3.52951e-05
threshold=1.0000000180025095e-35 -0.060939999999999994 -0.032189999999999989 -0.15109999999999998 0.097940000000000013 0.11339500000000001 -0.08286499999999998
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=0.0003617935547959871 -0.00037463322463335058 -0.00053109937422091483 0.00049324941830302966 1.6625986448679178e-05 0.00042790605148336513 -0.00016843353736281077 -0.00042903171519263127
leaf_weight=0.0010003834385251013 0.0010222101359781211 0.0010544029367824895 0.0010557244103883649 0.0017490133720683319 0.0015297717272451505 0.0011813988379145413 0.001121239512929205
leaf_count=411 779 402 213 697 286 297 825
internal_value=0 3.75426e-05 -4.63029e-06 7.90066e-05 6.52729e-07 0.00016805 -0.000157466
internal_weight=0 0.00869193 0.00769155 0.00663715 0.00558142 0.00271117 0.00287025
internal_count=3910 3131 2720 2318 2105 583 1522
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=8
num_cat=0
split_feature=147 376 52 2 13 1 2
split_gain=3.3329e-05 3.34049e-05 6.44221e-05 3.4111e-05 7.20655e-05 5.99761e-05 3.7306e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 0.090815000000000021 -0.090929999999999983 0.10521500000000002 1.0000000180025095e-35
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=0.00021458880988690495 0.00032895578607791665 0.00028925006168084713 -0.00024181936581665398 7.1898000680943578e-05 -0.00088900584821179247 -0.00022250515363628995 0.00026104824208074726
leaf_weight=0.0019776485363882431 0.001037298078970599 0.0010212097655065587 0.0012605737096427583 0.0011203588369715764 0.0010058096535595566 0.0010726722550356794 0.0010311628263827734
leaf_count=813 234 194 682 223 603 164 997
internal_value=0 -4.33687e-05 -8.88512e-05 -0.000198147 -0.000328961 -0.000545035 -1.5555e-05
internal_weight=0 0.00848944 0.00746823 0.00549058 0.00319884 0.00207848 0.00229174
internal_count=3910 3676 3482 2669 990 767 1679
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 1 2
split_gain=2.52851e-05 2.69488e-05 5.28424e-05 4.8641e-05 4.23918e-05 5.2878e-05 6.1712e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.024209999999999999 -0.0088999999999999982 0.10444500000000001 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00029580986218431544 -0.00059314238236023793 -0.00018882356691041842 0.00025497272910143359 9.4083452696775916e-06 0.0003432861512292489 0.00054848919806051285 -0.00026389847211103352
leaf_weight=0.0010055655741678217 0.0010306234127265388 0.0012812829809250542 0.0010128976832907022 0.0010296961799301017 0.0013861187965180329 0.0012809786856217832 0.0012013119230382019
leaf_count=633 406 436 157 783 747 339 409
internal_value=0 3.35794e-05 -0.000111726 -0.000292003 0.000120294 0.000222679 6.13779e-05
internal_weight=0 0.00822291 0.00307322 0.00206032 0.00514969 0.00386841 0.00258743
internal_count=3910 3277 1346 1189 1931 1495 1156
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=7
num_cat=0
split_feature=52 4 12 2 2 16
split_gain=1.09595e-05 2.53476e-05 2.47634e-05 3.19577e-05 4.10748e-05 1.33574e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.40374499999999997
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=-0.0052975611002726323 -0.013785002071459962 0.013368858119144589 -0.015551524075241119 0.019371209221089619 0.0051060812630337443 -0.010981249940569841
leaf_weight=0.0013267665555236204 0.0011310593551554365 0.0016105246194829286 0.0011699103955156651 0.0013247621858823873 0.0010013393422168182 0.0010651261867325231
leaf_count=795 701 395 379 1193 238 209
internal_value=0 0.00493729 -0.00258368 0.000771091 0.00562591 -0.00318587
internal_weight=0 0.00293729 0.0056922 0.00452229 0.00339123 0.00206647
internal_count=3910 1190 2720 2341 1640 447
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=7
num_cat=0
split_feature=47 43 52 2 3 2
split_gain=2.61492e-05 3.96331e-05 4.69736e-05 2.94065e-05 4.85025e-05 4.18082e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 0.099015000000000006 0.11476000000000001 0.084235000000000018
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=0.00039010494978559539 -0.0002984496925702853 0.00014286048144196482 -0.00030261740191829881 0.00051804348841256098 -5.1721409638701386e-05 -0.00028675596108314701
leaf_weight=0.0010484358015152269 0.0010249936461189614 0.0019893735649363148 0.0017093507217226011 0.0011755236718795792 0.0011233545282662229 0.0015489690913237987
leaf_count=248 179 822 959 572 168 962
internal_value=0 3.28817e-05 -1.67469e-05 6.69664e-05 0.000239626 -4.52114e-05
internal_weight=0 0.00859501 0.00754657 0.00583722 0.00229888 0.00353834
internal_count=3910 3731 3483 2524 740 1784
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=7
num_cat=0
split_feature=47 43 52 150 3 16
split_gain=3.03384e-05 5.26407e-05 4.86046e-05 2.68653e-05 3.86903e-05 4.64643e-05
threshold=0.11669500000000001 -0.18906999999999999 0.087375000000000008 0.087235000000000021 0.096385000000000012 -0.055679999999999993
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=0.00045295932662328534 -0.00032588973823924924 0.00050653210832329648 -0.00031728880334391796 -0.00017130580348802255 -0.00017541864674033898 3.2138471448290335e-05
leaf_weight=0.0010189551072730891 0.001001253236334764 0.0014668051026817742 0.0016650523593290606 0.0014119576001671739 0.0011077249039470388 0.0017299916041076549
leaf_count=248 179 947 959 340 193 1044
internal_value=0 3.51925e-05 -2.24766e-05 6.33941e-05 0.00014038 0.000249807
internal_weight=0 0.00840049 0.00738153 0.00571648 0.00430452 0.0031968
internal_count=3910 3731 3483 2524 2184 1991
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=7
num_cat=0
split_feature=43 1 42 16 3 4
split_gain=1.0246e-05 2.87097e-05 4.44785e-05 4.7764e-05 2.90694e-05 2.99931e-05
threshold=-0.18906999999999999 0.12162500000000001 0.085545000000000024 0.064860000000000015 -0.080744999999999997 0.0057500000000000008
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=0.0085691801115125692 0.019994376137446902 0.012046580369302609 -0.020993744877756265 -0.017745297938394741 -0.012441520625662686 0.0089283770359169547
leaf_weight=0.0011953775488281618 0.0010150227800347807 0.0013082942924222078 0.001263091651847321 0.001151188128957187 0.0011139717605405713 0.0016002470099279389
leaf_count=261 936 361 1355 373 368 256
internal_value=0 -0.00140394 -0.00426829 6.03793e-05 0.00555685 0.000157727
internal_weight=0 0.00745182 0.00614352 0.00488043 0.00372924 0.00271422
internal_count=3910 3649 3288 1933 1560 624
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=6
num_cat=0
split_feature=52 15 160 13 3
split_gain=1.16744e-05 2.67785e-05 2.23739e-05 3.06825e-05 3.32955e-05
threshold=-0.081429999999999989 -0.053579999999999996 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.018265265358690354 -0.013884120818994037 -0.004132050839985993 0.011261594479099031 -0.016306532489509987 0.003776704954214337
leaf_weight=0.0010055334113296263 0.0012972298362524471 0.0011379246707151891 0.00181983571944065 0.0014474954416527513 0.0019210991711251092
leaf_count=464 1029 507 542 1086 282
internal_value=0 0.00637492 -0.00213777 0.000799094 -0.00485312
internal_weight=0 0.00214346 0.00648566 0.00518843 0.00336859
internal_count=3910 971 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=6
num_cat=0
split_feature=0 1 47 48 16
split_gain=1.22495e-05 2.34298e-05 2.27926e-05 2.93464e-05 7.87238e-05
threshold=0.055865000000000005 0.076710000000000014 0.086425000000000016 0.085875000000000021 -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=-0.014302218491305361 0.008254503878713737 0.030938684497431014 -0.0080489426139382994 -0.0071436183246567477 -0.0036819836160806897
leaf_weight=0.0012287853471187812 0.0014812196982848221 0.0011504805140741274 0.0019280722049641701 0.0012980731933335569 0.0015306318218654953
leaf_count=1921 255 353 376 240 765
internal_value=0 -0.00173873 0.000874638 0.00519846 0.0111739
internal_weight=0 0.00713604 0.00590726 0.00397919 0.00268111
internal_count=3910 3655 1734 1358 1118
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=7
num_cat=0
split_feature=43 2 42 1 0 4
split_gain=1.11221e-05 1.77922e-05 2.06488e-05 1.68863e-05 3.63045e-05 3.13218e-05
threshold=-0.044024999999999988 0.096540000000000015 0.085935000000000025 0.11831500000000002 -0.23029999999999998 -0.00072999999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.010826671068722265 0.010176629921914614 0.015024064076126649 0.0093985667735642271 0.0078884320689342688 -0.0021095801546743612 -0.021941150880152114
leaf_weight=0.0010190997194372464 0.0010872324863177825 0.0010944754448866372 0.0010002191369539875 0.0011772633047912335 0.0017855052989039831 0.0014376428188429804
leaf_count=745 132 527 576 256 1236 438
internal_value=0 0.00475646 -0.000808605 -0.00272596 -0.00562499 -0.0109552
internal_weight=0 0.00311379 0.00201932 0.00548764 0.00431038 0.00322315
internal_count=3910 1848 1321 2062 1806 1674
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=8
num_cat=0
split_feature=16 0 52 15 49 3 52
split_gain=1.11143e-05 2.1087e-05 4.39834e-05 4.17623e-05 6.21527e-05 1.81515e-05 1.21694e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.094124999999999986 -0.11739999999999999 -0.0019649999999999997 -0.115685 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -6
right_child=1 5 3 4 6 -7 -8
leaf_value=-0.0098569189536345751 -0.020742199541287011 0.019595637832667902 -0.015443295254252929 -0.0087391925417584278 0.026019532409506559 0.00075852436690201322 0.010746072005239372
leaf_weight=0.0010123963023016963 0.0010130907437165982 0.0010009819130884609 0.0010241782000861223 0.0014049284977902202 0.0010550488054598254 0.0010462015507995809 0.0010318746652963643
leaf_count=179 585 193 396 429 837 237 1054
internal_value=0 0.00129886 -0.00191131 0.00231306 0.00752109 0.00996904 0.0184676
internal_weight=0 0.0075763 0.00552912 0.00451603 0.00349185 0.00204718 0.00208692
internal_count=3910 3731 3301 2716 2320 430 1891
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=6
num_cat=0
split_feature=52 1 12 0 0
split_gain=1.32467e-05 2.55173e-05 2.10614e-05 4.30827e-05 5.19495e-05
threshold=-0.048794999999999991 0.099595000000000017 0.098845000000000016 -0.075584999999999986 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0029352667351814198 0.0068965852798194465 0.015870805147282341 -0.013968726222296802 0.013597045926013627 -0.020600884971304315
leaf_weight=0.0016171954841211757 0.0013524481622439423 0.0013026926611474459 0.0013072039735926126 0.0015926652488282714 0.0013965074450549191
leaf_count=742 239 448 423 415 1643
internal_value=0 0.00545496 -0.00284067 0.000509839 -0.00707251
internal_weight=0 0.00291989 0.00564882 0.00434162 0.00274896
internal_count=3910 1190 2720 2297 1882
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=7
num_cat=0
split_feature=52 15 160 13 4 16
split_gain=1.13151e-05 1.94156e-05 1.84727e-05 3.0287e-05 3.25579e-05 4.11095e-05
threshold=-0.081429999999999989 -0.052074999999999989 -1.0000000180025095e-35 -0.083924999999999986 0.0057500000000000008 -0.27337499999999998
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=0.016395620924103869 -0.012823074021397575 -0.0027554712614474646 0.011024902907529582 -0.017471002188277223 -0.011106733455467119 0.017236521984070954
leaf_weight=0.0010058553262601475 0.0012859401134203471 0.0011175212142823284 0.0018024505639805703 0.0012945336555106601 0.00104372555198088 0.0010039749924649326
leaf_count=471 1029 500 542 992 235 141
internal_value=0 0.00631651 -0.00210275 0.000576847 -0.00505774 0.00278979
internal_weight=0 0.00212338 0.00643062 0.00514468 0.00334223 0.0020477
internal_count=3910 971 2939 1910 1368 376
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=8
num_cat=0
split_feature=157 160 12 12 4 0 1
split_gain=1.01726e-05 4.97842e-05 2.09839e-05 2.77302e-05 4.66691e-05 3.98255e-05 5.66256e-05
threshold=-0.022224999999999998 -1.0000000180025095e-35 -0.023959999999999995 0.092365000000000017 0.15045000000000003 -0.22851499999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0094637244296275694 -0.021494269552091119 -0.01087868308746818 -0.0063922122534887278 -0.019084855712021332 0.010672705540121667 0.0037023380590312407 0.035249081903066762
leaf_weight=0.0010003279167548366 0.0010478520538958697 0.0010593202346766209 0.0010079998279794405 0.0010725409595755972 0.0010362034902478365 0.0013083344858167395 0.0010068736494576811
leaf_count=630 800 391 106 699 115 978 191
internal_value=0 -0.00126873 0.00199617 0.00450698 -0.00446246 0.0101986 0.0174219
internal_weight=0 0.00753912 0.00649127 0.00543195 0.00210874 0.00332321 0.00231521
internal_count=3910 3280 2480 2089 814 1275 1169
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=8
num_cat=0
split_feature=147 376 52 3 15 4 0
split_gain=3.40526e-05 4.4565e-05 4.98168e-05 4.72004e-05 0.000100825 3.67214e-05 8.46252e-06
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.080744999999999997 -0.074174999999999977 0.053925000000000008 -0.077944999999999987
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=0.00017549392421692628 0.00033798920440611288 0.00034482308619292017 -7.9634677438656255e-05 0.00018462983665215189 -0.00076450979253801668 -0.00032857664246707641 0.00017475418338084594
leaf_weight=0.0019362933094986432 0.0010180393820579453 0.0010085890410934531 0.001003677453951335 0.001079659755130827 0.0012864426632949841 0.0010645954903869669 0.0010073816946028023
leaf_count=813 234 194 1086 278 692 331 282
internal_value=0 -4.17632e-05 -9.461e-05 -0.000190719 -0.000330534 -7.01707e-05 4.7794e-05
internal_weight=0 0.00838664 0.00737805 0.00544176 0.0034307 0.00214426 0.00201106
internal_count=3910 3676 3482 2669 1301 609 1368
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.11742e-05 2.70961e-05 3.53139e-05 5.71993e-05 2.93309e-05
threshold=-0.063534999999999994 -0.055679999999999993 -0.15713499999999997 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=0.0075818088030332222 -0.0082988861578957747 -0.018344453135974586 0.028429272908771754 -0.0024265674475924884 0.0014484149962744801
leaf_weight=0.0015801747943995871 0.0015120079646004279 0.0015686296818611086 0.0010730449462255142 0.0013650526095647969 0.0014323633677985554
leaf_count=1007 197 697 356 1166 487
internal_value=0 -0.00173433 0.00370763 0.0111536 -0.00889739
internal_weight=0 0.0069511 0.00395011 0.0024381 0.00300099
internal_count=3910 2903 1719 1522 1184
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=8
num_cat=0
split_feature=147 0 40 12 1 4 2
split_gain=2.75954e-05 3.6904e-05 3.39535e-05 4.351e-05 0.000120402 3.29735e-05 3.14779e-05
threshold=1.0000000180025095e-35 -0.14867499999999997 -0.068949999999999997 0.085775000000000004 0.095575000000000007 0.08734500000000002 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-4.3103729535211461e-05 0.00030140406594137374 -0.00026744654165452843 -0.00010498226280344997 -0.00022897016296711138 0.00079227285376581456 0.00021858486175868388 -0.00050363294275912408
leaf_weight=0.0012612703664583466 0.0010215606867705973 0.0011301360570613282 0.0012556887264142248 0.0016816237531548546 0.001060690107017931 0.0010148396102460881 0.0010420893184503626
leaf_count=208 234 274 684 1884 311 214 101
internal_value=0 -3.97958e-05 3.95682e-05 0.000108784 0.000305879 -6.05286e-05 -0.000251457
internal_weight=0 0.00844634 0.00614298 0.00501284 0.00231638 0.00269646 0.00230336
internal_count=3910 3676 3367 3093 995 2098 309
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=6
num_cat=0
split_feature=52 43 12 3 1
split_gain=1.17932e-05 2.17119e-05 3.59402e-05 3.83248e-05 2.06883e-05
threshold=-0.048794999999999991 -0.15109999999999998 0.091475000000000015 0.090325000000000003 0.099595000000000017
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0023854300541745351 0.010571951078725023 0.0096982974865988825 -0.018921376440126789 -0.012422100509392003 0.014576917030461864
leaf_weight=0.0016173747635920279 0.0010127624378047971 0.0018347403276019734 0.0014067830182368023 0.0013666568376595216 0.0012945731043999349
leaf_count=742 235 1451 780 254 448
internal_value=0 -0.00268537 -0.00559899 0.000255235 0.00515557
internal_weight=0 0.00562094 0.00460818 0.0032014 0.00291195
internal_count=3910 2720 2485 1705 1190
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 3
split_gain=3.13968e-05 2.80104e-05 4.82575e-05 6.17088e-05 5.08703e-05 6.64223e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.06136500000000001 -0.10575999999999998 -0.075679999999999983
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=-0.00032134126467875808 0.00030600104440693063 -0.00038087525407367874 0.00019952265444884507 0.00039369375537045979 -0.00061800099462921379 1.6370648022086371e-05
leaf_weight=0.0010345176171963283 0.001294401307031263 0.0011221269411387123 0.0017946257064711418 0.001589243993660421 0.0010293373430395913 0.0016546777434511418
leaf_count=633 408 274 282 764 1115 434
internal_value=0 4.0474e-05 -7.3282e-06 6.17514e-05 -5.60382e-05 -0.000226915
internal_weight=0 0.00848441 0.00719001 0.00606788 0.00447864 0.00268402
internal_count=3910 3277 2869 2595 1831 1549
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=7
num_cat=0
split_feature=13 3 16 1 0 4
split_gain=1.0029e-05 2.64798e-05 3.45891e-05 4.9799e-05 4.02035e-05 2.95622e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 1.0000000180025095e-35 -0.10575999999999998 0.022820000000000003
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=0.0090610103307851037 -0.017856644285605686 -0.014752372947054004 0.017483579488116859 0.001165789172279833 -0.0075980337512091094 0.025125615499839507
leaf_weight=0.0010669810407265851 0.0014433201502332552 0.001224099599498327 0.001093759796032239 0.0010126515522543601 0.001649764043387921 0.0010477686583029258
leaf_count=210 1751 138 502 217 939 153
internal_value=0 -0.00130324 0.00133201 -0.00209594 0.00403522 0.0133499
internal_weight=0 0.00747136 0.00624726 0.0051535 0.00371018 0.00206042
internal_count=3910 3700 3562 3060 1309 370
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=6
num_cat=0
split_feature=15 47 13 0 0
split_gain=1.10794e-05 1.95199e-05 2.19084e-05 3.77134e-05 3.96646e-05
threshold=-0.24219999999999997 0.09252500000000001 -0.13934999999999997 -0.11287999999999999 -0.010494999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0095754464787740599 -0.01046976710449962 -0.011188989088323602 0.015634211455248358 -0.012501274099831717 0.011834616195462971
leaf_weight=0.0010569809612594669 0.0012462542298115869 0.0015910021745584729 0.0018289984597591961 0.0016857748278679679 0.0011112220577762007
leaf_count=317 218 394 353 2347 281
internal_value=0 -0.00136377 0.00129823 0.00446855 -0.00283284
internal_weight=0 0.00746325 0.00587225 0.004626 0.002797
internal_count=3910 3593 3199 2981 2628
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.09061e-05 2.17666e-05 4.2741e-05 7.59919e-05 3.57746e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0072510300237055266 0.0086956993588464503 0.010327007883110514 0.001058705812129837 -0.03239867661396837 0.01389444573631393
leaf_weight=0.0015236926327606474 0.00123182143931495 0.0012856963302448291 0.0016059615817848073 0.0011759636891919508 0.0016847567670539628
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00147904 -0.00401294 -0.0130843 0.00385246
internal_weight=0 0.00727607 0.00599037 0.00278193 0.00320845
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=8
num_cat=0
split_feature=159 484 49 49 2 4 2
split_gain=3.28115e-05 2.61402e-05 3.80909e-05 5.01435e-05 3.71287e-05 5.45999e-05 4.25565e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.081419999999999979 -0.006494999999999999 0.10946500000000002 -0.14963999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00033336015595301151 0.00030888718783811571 0.00033488710712807894 -0.00041948815355164615 -0.00044833753892542093 0.00030339259996720286 -0.00014693801646492054 0.00038289882736000804
leaf_weight=0.0010128841220941624 0.001262391756358892 0.0010172674669234388 0.0012263892902873302 0.001077431104220386 0.0013291947322889059 0.0013371081662472638 0.0010331797222715928
leaf_count=633 255 392 347 188 444 578 1073
internal_value=0 4.05045e-05 -7.11951e-07 -6.58153e-05 2.4984e-05 -8.23505e-05 8.40114e-05
internal_weight=0 0.00828296 0.00726569 0.0060033 0.00477691 0.00344772 0.00237029
internal_count=3910 3277 2885 2630 2283 1839 1651
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=7
num_cat=0
split_feature=484 1 2 3 43 4
split_gain=1.03605e-05 2.0625e-05 3.31721e-05 4.50335e-05 4.61261e-05 4.23233e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 0.096385000000000012 -0.07526999999999999 -0.0010999999999999996
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=0.0065947731377093049 0.0090780505157450914 0.0092705030608422594 -0.019581524987684815 0.018233382714326271 -0.0013700110154111688 -0.02996792554867338
leaf_weight=0.0017427130393666973 0.0010937184717795785 0.0014670332877902087 0.0011073787332259253 0.0010232305653533787 0.0010485623256679707 0.0010217854034374756
leaf_count=1048 503 333 358 134 1155 379
internal_value=0 -0.00134827 -0.00396922 -0.00039443 -0.00539318 -0.015484
internal_weight=0 0.0074107 0.00594367 0.00483629 0.00381306 0.00207035
internal_count=3910 3407 3074 2716 2582 1534
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=7
num_cat=0
split_feature=42 43 4 16 1 4
split_gain=9.72901e-06 2.72152e-05 3.42234e-05 2.69132e-05 5.24893e-05 8.24014e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0083999999999999995 0.11215000000000001 0.0051950000000000008
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=-0.0085809165000574981 0.01454158249973184 -0.018137077014585942 -0.016361469227834224 0.01369442069454478 -0.02009502060287752 0.020849001766260589
leaf_weight=0.0011451736294515987 0.0012859033571358596 0.0010243879128223237 0.0010060192330449713 0.0014000022814780774 0.0011671057244010473 0.0014570532635730291
leaf_count=1060 581 246 812 599 291 321
internal_value=0 0.00132921 -0.00147691 0.00191591 -0.00262655 0.00565073
internal_weight=0 0.00734047 0.00605457 0.00503018 0.00363018 0.00246307
internal_count=3910 2850 2269 2023 1424 1133
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 0
split_gain=1.05895e-05 2.66413e-05 5.01677e-05 2.48186e-05 4.62884e-05 2.73756e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.032484999999999993
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=-0.021528292119390138 -0.0088545776235501635 0.020798234417234444 0.0084276406001837171 0.016263173219087806 -0.015100188169062981 -0.00083644911877564791
leaf_weight=0.0012065200205483902 0.0011664425897923393 0.0010755107542616408 0.0010417896649730718 0.0014922167765210135 0.001198944786172257 0.0012820902225513583
leaf_count=489 832 1334 221 303 498 233
internal_value=0 0.00140683 -0.00764774 0.005439 0.000897508 0.00903305
internal_weight=0 0.00729707 0.00224831 0.00504876 0.00355655 0.0023576
internal_count=3910 3078 710 2368 2065 1567
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.06605e-05 2.36107e-05 4.49929e-05 3.54956e-05 2.80639e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.0021099999999999995 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.011952839919565443 0.0072848864449988173 0.012821493881540453 -0.02652042323673089 -0.0028722271843944647 -0.005854593306785668
leaf_weight=0.0010634288600034547 0.0016204013670732161 0.0016278053932733377 0.001218845656780746 0.0013243911451443671 0.0015909850556236418
leaf_count=497 426 1503 390 452 642
internal_value=0 -0.00173775 -0.00426446 -0.0142056 0.00359027
internal_weight=0 0.00682546 0.00576203 0.00254324 0.00321879
internal_count=3910 3484 2987 842 2145
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=7
num_cat=0
split_feature=49 3 3 0 12 4
split_gain=9.72522e-06 2.98539e-05 1.81581e-05 3.23914e-05 3.86725e-05 1.90044e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.13309499999999996 -0.032484999999999993 0.088325000000000015 0.08734500000000002
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=0.018015261410707844 -0.012481144852698113 -0.0052165082357015198 0.0056870998610692378 -0.013458918990507111 0.021955533691994253 -0.011695501734544384
leaf_weight=0.0010410729344639915 0.0013129948595675791 0.0011802111953358014 0.0016543924237338078 0.0012070463965370816 0.0010218246206736654 0.0010147459451419144
leaf_count=350 324 209 1132 233 1379 283
internal_value=0 0.00567177 -0.00203796 0.000761513 0.00541199 -0.000921372
internal_weight=0 0.00222128 0.006211 0.00489801 0.00369096 0.00266914
internal_count=3910 559 3351 3027 2794 1415
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=7
num_cat=0
split_feature=4 15 4 2 13 2
split_gain=1.08309e-05 3.51594e-05 2.77125e-05 2.18398e-05 3.62883e-05 3.21569e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.11085000000000002 -0.084184999999999996 0.087005000000000013
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=-0.018291829882465041 0.017461010228751461 -0.0074817536047995896 -0.016996731689038879 0.013265098669054082 0.013440682507572091 -0.0075823018517964169
leaf_weight=0.0010755851212041409 0.0012185385442461719 0.0010539278290580593 0.0010480351280821708 0.0011098460123801579 0.0014939503741945095 0.0014183658377790124
leaf_count=720 333 216 347 333 990 971
internal_value=0 0.00589302 -0.00218689 0.000857836 -0.00259515 0.003202
internal_weight=0 0.00227247 0.00614578 0.00509775 0.0039879 0.00291232
internal_count=3910 549 3361 3014 2681 1961
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=7
num_cat=0
split_feature=0 52 15 13 48 0
split_gain=1.19808e-05 2.29828e-05 2.83273e-05 2.50038e-05 3.4462e-05 6.45595e-05
threshold=0.055865000000000005 -0.094124999999999986 -0.19153499999999998 -0.083514999999999992 0.086215000000000014 -0.10575999999999998
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=-0.014451034062201291 0.0082363772560236203 -0.013234581073101874 0.015400238613631123 0.0243468979221221 -0.01495257384063854 -0.010637770685731324
leaf_weight=0.0011799049607539485 0.0014578358014203574 0.0011422282614937931 0.0014193945776211888 0.0010590781214469568 0.0010933615710455383 0.001050867621490864
leaf_count=652 255 356 871 210 240 1326
internal_value=0 -0.00173524 0.000867298 0.00435175 -0.000543873 0.00692263
internal_weight=0 0.00694484 0.00576493 0.0046227 0.00320331 0.00210995
internal_count=3910 3655 3003 2647 1776 1536
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=6
num_cat=0
split_feature=13 3 39 3 0
split_gain=9.95633e-06 2.41362e-05 3.32427e-05 2.65962e-05 3.06543e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.074234999999999982 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0091149968581880746 -0.007337333381811275 -0.014347148023108295 0.016060844427974143 -0.012238584211373048 0.012374389125887317
leaf_weight=0.0010476805027756515 0.0014950801995781918 0.0011892014786908291 0.001211327327246583 0.0017712164809154281 0.0016703700879661708
leaf_count=210 2118 138 416 699 329
internal_value=0 -0.00130622 0.00121628 -0.00242619 0.00306431
internal_weight=0 0.0073372 0.00614799 0.00493667 0.00316545
internal_count=3910 3700 3562 3146 2447
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=7
num_cat=0
split_feature=11 13 1 2 3 15
split_gain=3.2874e-05 3.61104e-05 4.22385e-05 3.21209e-05 8.49322e-05 3.0512e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.10488500000000002 -0.075679999999999983 -0.064869999999999983
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=-6.6891973316190142e-06 -0.00032622391099651379 -0.00057755902324300339 0.00049098684640064153 0.00016288066481450844 -0.00018902355726296586 0.00023607376009539242
leaf_weight=0.0013607088173712338 0.0010452915280965954 0.0012107090274798399 0.0012653695113558521 0.0019199898516558756 0.0011556303409677375 0.0014812295142143904
leaf_count=926 279 963 647 507 292 296
internal_value=0 4.2519e-05 0.000233115 -4.42629e-05 -0.00014763 4.97706e-05
internal_weight=0 0.00839364 0.00262608 0.00576756 0.00384757 0.00263686
internal_count=3910 3631 1573 2058 1551 588
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=7
num_cat=0
split_feature=15 2 2 13 48 43
split_gain=2.354e-05 2.33205e-05 5.09857e-05 2.70333e-05 3.28243e-05 3.69554e-05
threshold=-0.24219999999999997 0.10946500000000002 0.12068000000000001 -0.123625 0.083775000000000002 -0.079109999999999986
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=0.00026216390106761445 -0.00039126909400831391 0.00043703983912339497 -0.00017613660512173849 -0.00036117617000607123 0.00021435192633713796 4.2410447983062053e-05
leaf_weight=0.00113859699922141 0.0010263185736705 0.0010730186073272057 0.0010140821456991376 0.001606488452651418 0.001385113120147447 0.0019086707050096333
leaf_count=317 145 295 282 862 468 1541
internal_value=0 -3.9134e-05 0.000139109 -0.000101904 -4.1299e-05 -0.000142036
internal_weight=0 0.00801369 0.0020871 0.00592659 0.00490027 0.00351516
internal_count=3910 3593 577 3016 2871 2403
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=7
num_cat=0
split_feature=4 42 15 160 0 16
split_gain=1.00396e-05 1.9536e-05 3.61093e-05 3.61133e-05 4.04558e-05 5.22991e-05
threshold=0.27608500000000008 0.086700000000000013 0.024640000000000006 -0.026849999999999995 -0.14733499999999997 0.0063350000000000012
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=0.021667865180634065 0.0070245034529655666 -0.012031844905847808 -0.015467813010823542 -0.016623454037102411 0.021631404099116319 -0.0089312201771395046
leaf_weight=0.0010137448304132681 0.0016369370402658009 0.0014412037218234502 0.0010558450857224245 0.0010054305032441411 0.0012110065631896754 0.0010413797115138839
leaf_count=465 441 1261 840 118 474 311
internal_value=0 -0.00170272 0.00109159 0.00518474 5.56364e-05 0.00750093
internal_weight=0 0.00676861 0.00532741 0.00427156 0.00325782 0.00225239
internal_count=3910 3469 2208 1368 903 785
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=7
num_cat=0
split_feature=11 48 2 12 4 13
split_gain=2.42474e-05 2.88862e-05 4.87492e-05 5.05568e-05 8.85081e-05 4.80141e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.098595000000000016 0.055260000000000011 -0.00059999999999999995
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=0.0003318796387392415 -0.00037520797265192299 0.00021868903407999582 0.00025776635614561212 -0.00057597062503296503 -0.00055584682583989021 -0.00013672621872519702
leaf_weight=0.001484390076837538 0.0010190005444347125 0.0012585588162527138 0.0011793802760258496 0.0010186869176950176 0.0011819751682758833 0.0019384159651155688
leaf_count=1671 279 339 471 317 374 459
internal_value=0 -5.41949e-05 -0.00010468 -0.000180694 -9.32489e-05 6.64971e-05
internal_weight=0 0.00806141 0.00680285 0.00562347 0.00460478 0.00342281
internal_count=3910 3631 3292 2821 2504 2130
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=7
num_cat=0
split_feature=49 15 3 0 49 2
split_gain=1.12614e-05 2.25237e-05 1.8662e-05 1.90637e-05 2.38522e-05 4.85052e-05
threshold=-0.029304999999999998 -0.052074999999999989 -0.12817999999999996 -0.032484999999999993 1.0000000180025095e-35 0.081110000000000015
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=0.015272308260452 -0.012279824694291156 -0.0050123414865748369 -0.0048513379221350314 -0.010696816435205763 -0.0083540696620018912 0.022595541230554021
leaf_weight=0.0012037990076251399 0.0014318621152437719 0.0010038981385463437 0.0012366851117010971 0.0011156515741338482 0.0010642013160156189 0.0013432194949115038
leaf_count=246 337 313 702 226 758 1328
internal_value=0 0.00604834 -0.00227019 0.000740975 0.00424268 0.0094388
internal_weight=0 0.0022077 0.00619162 0.00475976 0.00364411 0.0025799
internal_count=3910 559 3351 3014 2788 2030
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=7
num_cat=0
split_feature=49 2 2 12 0 3
split_gain=9.88602e-06 2.89426e-05 3.75523e-05 2.69587e-05 2.48333e-05 2.06217e-05
threshold=0.093425000000000022 0.114165 0.10457000000000001 0.090385000000000007 -0.12329499999999999 -0.10140999999999999
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=0.0054860917157399589 0.0091752111761192797 0.013774623934342582 -0.020253234135875715 -0.0014578629105885478 -0.012992745875673043 0.01873535716496565
leaf_weight=0.0011575319385709534 0.0010155275461873076 0.0010799516837653308 0.0011532031910498324 0.0010050475934031662 0.0019564532737539834 0.0010179336777824972
leaf_count=219 541 427 282 175 1539 727
internal_value=0 -0.00134915 -0.00394573 -0.000284846 -0.00612378 0.00870306
internal_weight=0 0.00737012 0.00629017 0.00513697 0.00311399 0.00202298
internal_count=3910 3369 2942 2660 1758 902
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=5
num_cat=0
split_feature=0 43 2 1
split_gain=1.12629e-05 2.34678e-05 3.14975e-05 4.06601e-05
threshold=0.055865000000000005 -0.079109999999999986 0.11230000000000001 0.095575000000000007
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011047615049344754 0.0079147851015643512 -0.0029354422524204044 -0.0096018358501577059 0.019130255270818367
leaf_weight=0.0019500705627039762 0.0014594866578417024 0.0017796244030105972 0.0016089162943400408 0.0015734158972971974
leaf_count=1263 255 1538 471 383
internal_value=0 -0.00175293 0.00189992 0.0074189
internal_weight=0 0.00691203 0.00496196 0.00335304
internal_count=3910 3655 2392 1921
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=7
num_cat=0
split_feature=11 13 13 16 16 52
split_gain=2.26437e-05 2.84709e-05 3.67144e-05 4.47524e-05 4.75889e-05 4.33025e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 -0.19424999999999998 0.050115000000000007 -0.010284999999999997
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=0.00024886840172884958 -0.00028133789204638781 -0.00041558222842316028 0.00026969442407743307 -7.8169944197988204e-05 -0.00031591163617985445 0.0004382311419352463
leaf_weight=0.0017739846882859458 0.0010145837099753306 0.0013283399328973479 0.0012420624501904894 0.0013696155905460752 0.0012104169426727018 0.0011472554511168201
leaf_count=534 279 289 244 580 615 1369
internal_value=0 2.94545e-05 -3.23518e-05 -0.000106558 3.57244e-06 0.000157219
internal_weight=0 0.00807168 0.00629769 0.00505563 0.00372729 0.00251687
internal_count=3910 3631 3097 2853 2564 1949
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=7
num_cat=0
split_feature=11 2 3 0 49 3
split_gain=2.77004e-05 2.99092e-05 6.4531e-05 4.9418e-05 4.08151e-05 3.17839e-05
threshold=0.077330000000000024 0.086875000000000022 -0.013944999999999997 -0.10131499999999999 -0.045004999999999996 0.13772500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.0001778940888703868 -0.00030912093936952837 0.00042383217611445312 0.00029605012692072308 -0.00032691201285710162 -0.00037370430105612842 7.5803028895958345e-05
leaf_weight=0.0012465245393145498 0.0010528901869034856 0.0017668731513959131 0.0010038077162296071 0.0018552807319413204 0.0013574709349777477 0.0010906962681758098
leaf_count=161 279 1469 173 1399 288 141
internal_value=0 2.8442e-05 0.000119072 -0.000124045 -3.69172e-05 -0.000173442
internal_weight=0 0.00832065 0.00521885 0.00310181 0.00345197 0.00244817
internal_count=3910 3631 2071 1560 602 429
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=6
num_cat=0
split_feature=49 47 4 43 3
split_gain=1.31079e-05 3.06607e-05 3.52563e-05 3.00124e-05 5.19681e-05
threshold=0.10251500000000001 0.09252500000000001 0.05309500000000001 -0.083684999999999996 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0001895279917535305 0.00020622802193403286 -0.00030195953001747221 0.00024125696880332196 -0.00038257855330375216 0.00011206731360260631
leaf_weight=0.0012356392781914206 0.0010042236251631411 0.0013392139220004097 0.001992077381942914 0.00188549061287712 0.0014404498942942477
leaf_count=688 408 303 595 1702 214
internal_value=0 -3.16132e-05 2.36311e-05 -7.14079e-05 -0.00016835
internal_weight=0 0.00789287 0.00655366 0.00456158 0.00332594
internal_count=3910 3502 3199 2604 1916
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=7
num_cat=0
split_feature=49 3 12 52 16 16
split_gain=1.00736e-05 2.22473e-05 1.99273e-05 3.74854e-05 4.24953e-05 2.32511e-05
threshold=-0.029304999999999998 -0.0045049999999999995 0.093375000000000014 0.10062000000000001 0.050115000000000007 -0.084184999999999996
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=0.016477524472343186 -0.0063922547964173418 -0.0036522016830958593 -0.011306534951160411 0.017856896094342489 -0.020370343499474197 0.013432064310852684
leaf_weight=0.0010281161731245895 0.0011577437234807811 0.001178246606715216 0.0017153059670404142 0.0010543101258923999 0.0010577695957582744 0.0012099109647306697
leaf_count=350 707 209 959 424 404 857
internal_value=0 0.0057278 -0.002141 0.00136852 -0.00370644 0.0037383
internal_weight=0 0.00220636 0.00619504 0.00447973 0.00342542 0.00236765
internal_count=3910 559 3351 2392 1968 1564
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=8
num_cat=0
split_feature=159 484 49 3 4 52 15
split_gain=3.62134e-05 3.46028e-05 4.18463e-05 6.30579e-05 5.07065e-05 5.28153e-05 2.90076e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.081419999999999979 -0.13309499999999996 0.25367000000000006 0.06136500000000001 -0.064869999999999983
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=-0.00035609323697826105 0.00031429049541360321 0.00036956548369380455 -0.00046047033905624449 -0.00049822957231138924 0.00039352474985803165 0.00022858232410580986 -5.7978942616952686e-05
leaf_weight=0.0010204199568900471 0.0012478167663883205 0.0010415161904553192 0.0013117509886903609 0.0010856278520944989 0.0011030689156126231 0.0013049353893961608 0.0012243064571005079
leaf_count=633 255 392 273 463 334 778 782
internal_value=0 3.52875e-05 -1.25526e-05 -8.01912e-05 2.55396e-05 -8.67502e-05 -0.000264889
internal_weight=0 0.00831902 0.00727751 0.00602969 0.00471794 0.00361487 0.00230993
internal_count=3910 3277 2885 2630 2357 2023 1245
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=6
num_cat=0
split_feature=52 13 1 1 15
split_gain=1.04375e-05 3.22965e-05 2.74107e-05 2.08701e-05 4.05158e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.094485000000000013 -0.0071449999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012600708539027276 -0.0087803578655752702 -0.0182242880884908 -0.012932526838558615 0.013760480207520305 0.0077891478210871017
leaf_weight=0.0018862487713693409 0.0011827741833330963 0.0010052143083357616 0.0017385007270469995 0.0011102112961875084 0.0014806125362573778
leaf_count=520 647 906 349 390 1098
internal_value=0 0.00135377 -0.00262305 0.00236105 -0.00273012
internal_weight=0 0.00722079 0.00533454 0.00359604 0.00248583
internal_count=3910 3263 2743 2394 2004
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=8
num_cat=0
split_feature=11 48 15 15 15 133 16
split_gain=2.44086e-05 2.785e-05 4.15386e-05 6.09751e-05 4.59729e-05 2.72556e-05 3.11532e-05
threshold=0.077330000000000024 0.096835000000000018 -0.017214999999999998 -0.091024999999999981 -0.11739999999999999 1.0000000180025095e-35 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=-0.00027839733267823186 -0.00028918273036935177 0.00029902510039084675 -9.0984097166913704e-06 -0.0005199277274917359 0.00028977527603675474 -0.00013319867050769842 0.00044417599403374154
leaf_weight=0.001024071795292426 0.0010265079578225663 0.0012648638893767439 0.0010176637298816189 0.001228471362720722 0.0011765845949814624 0.0010145746171671857 0.0013647473571160324
leaf_count=398 279 339 778 698 332 734 352
internal_value=0 3.17817e-05 -1.77379e-05 -0.000169976 2.53771e-05 0.000135941 0.000250557
internal_weight=0 0.00809098 0.00682611 0.00342913 0.00220066 0.00339699 0.00238241
internal_count=3910 3631 3292 1428 730 1864 1130
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=6
num_cat=0
split_feature=1 13 0 0 15
split_gain=1.01222e-05 1.96109e-05 3.21211e-05 2.02259e-05 1.70202e-05
threshold=0.12864500000000004 -0.13934999999999997 -1.0000000180025095e-35 -0.10575999999999998 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012106171304529484 0.0081194533848292002 -0.0056962365609296182 0.01528150700538254 -0.010844928850235065 0.010480077197976567
leaf_weight=0.0014089760767825371 0.0012799264432805909 0.001238880360025008 0.0012435985989557698 0.0018633262728047213 0.0013693967778451001
leaf_count=221 331 220 303 2558 277
internal_value=0 -0.00153933 0.00106573 -0.00288783 0.00279665
internal_weight=0 0.00712418 0.0057152 0.0044716 0.00260828
internal_count=3910 3579 3358 3055 497
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=6
num_cat=0
split_feature=52 4 151 12 1
split_gain=9.44063e-06 2.85534e-05 1.91164e-05 4.24029e-05 3.18239e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.0008699999999999999 0.098845000000000016 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0063275793423538595 -0.014616762831511997 0.013759042866918031 -0.0028648141959908818 -0.01596540950426897 0.016790019161243428
leaf_weight=0.0012994566994099478 0.001049819826304919 0.0015540230642605176 0.001795981267023467 0.001173584528686984 0.0015218239171372458
leaf_count=795 372 395 1557 394 397
internal_value=0 0.00461172 -0.00246795 0.000371721 0.00615054
internal_weight=0 0.00285348 0.00554121 0.00449139 0.00331781
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=8
num_cat=0
split_feature=159 484 2 12 150 0 3
split_gain=3.33479e-05 3.31995e-05 3.19745e-05 5.83903e-05 3.3711e-05 4.78475e-05 3.97097e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.086875000000000022 0.096315000000000026 0.083680000000000018 -0.11756999999999999 -0.032959999999999996
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=-0.00034005956055130278 -0.00040179858346432978 0.00036648907517146937 -0.00034080932133569034 0.00019605542213057205 0.0003629951956766284 -0.00010311450118851494 0.0004277376313184884
leaf_weight=0.0010087254376829986 0.0016854408339689931 0.0010325470756497391 0.0011300797047499706 0.0010011456041748253 0.0012632952693549036 0.0011064138727536854 0.0010615656331180788
leaf_count=633 1047 392 232 180 242 982 202
internal_value=0 3.75464e-05 -9.31507e-06 -0.000179011 9.06338e-05 -1.36921e-05 0.000156821
internal_weight=0 0.00828049 0.00724794 0.00268659 0.00456135 0.00329806 0.00216798
internal_count=3910 3277 2885 1227 1658 1416 1184
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=7
num_cat=0
split_feature=159 484 3 15 4 1
split_gain=3.02904e-05 2.96408e-05 3.94584e-05 4.3812e-05 4.82568e-05 1.92617e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -0.13309499999999996 -0.106555 -0.030814999999999995 0.094485000000000013
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=-0.00032646054440055116 -0.00029979988074025764 0.00034936980138057234 0.00040112555381354006 0.00021696130966063451 -0.0003869543090533045 -5.1899935200282184e-05
leaf_weight=0.0010028736047978165 0.0014410381950158476 0.0010084405786038595 0.0011733199723757059 0.0018952412382882838 0.0011257915923915264 0.001593233513766738
leaf_count=633 295 392 443 1258 591 298
internal_value=0 3.44564e-05 -9.47608e-06 6.2811e-05 -2.3216e-05 -0.000190627
internal_weight=0 0.00823707 0.00722862 0.00578759 0.00461427 0.00271903
internal_count=3910 3277 2885 2590 2147 889
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=7
num_cat=0
split_feature=4 16 160 48 52 12
split_gain=1.0024e-05 2.64242e-05 3.23175e-05 5.81891e-05 8.65125e-05 2.29227e-05
threshold=0.17888000000000001 -0.094359999999999986 -0.026849999999999995 0.086665000000000006 0.083750000000000005 0.095000000000000015
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=-0.015752215273993456 -0.0025554214329492359 0.015630241923893937 -0.028288386009444139 0.015782253184280868 0.0093114756837381352 0.016897850068903059
leaf_weight=0.0011730065572030509 0.0015175126114272148 0.0011460194094318676 0.0014171934087079817 0.0010745937864803639 0.001076962926607881 0.0010081413073845698
leaf_count=455 474 772 1142 334 612 121
internal_value=0 -0.00232131 0.00102021 -0.00367145 -0.012053 0.00520956
internal_weight=0 0.00588778 0.00471477 0.00356875 0.00249416 0.00252565
internal_count=3910 3315 2860 2088 1754 595
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=7
num_cat=0
split_feature=52 13 52 15 1 3
split_gain=1.03967e-05 2.9927e-05 3.53947e-05 3.08561e-05 2.58112e-05 3.34763e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.0039399999999999991 0.11052000000000002 -1.0000000180025095e-35
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=-0.00094365616114612083 -0.0087491117681486145 0.012101372384735283 -0.013524209526043716 0.022682245905222609 -0.019801447662897653 0.0091377865645384023
leaf_weight=0.0010885461951881817 0.0011819695747897199 0.0011942274186491639 0.0012880302036516141 0.0011231751400150791 0.0011953094551974725 0.00131971268967485
leaf_count=609 647 608 1274 402 221 149
internal_value=0 0.00136933 -0.00291707 0.0110543 -0.00763313 -0.00205555
internal_weight=0 0.007209 0.00499728 0.00221172 0.00380305 0.00260774
internal_count=3910 3263 2252 1011 1644 1423
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=6
num_cat=0
split_feature=43 1 43 52 16
split_gain=1.16183e-05 2.6907e-05 3.46196e-05 2.88004e-05 2.98268e-05
threshold=-0.18906999999999999 0.088010000000000019 0.052855000000000006 -0.074484999999999982 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0092193008014188876 -0.018923406238113553 -0.010080293252285988 0.0045549170013396024 -0.0022496380320546636 0.016626872679877121
leaf_weight=0.0011641832293321046 0.0015849913864714902 0.0012210643754715514 0.0010402196955103761 0.0015646743504535295 0.0018000822765899544
leaf_count=261 1807 436 360 347 699
internal_value=0 -0.00154683 -0.0096203 0.00307493 0.00784894
internal_weight=0 0.00721103 0.00262521 0.00458582 0.00336476
internal_count=3910 3649 2167 1482 1046
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=7
num_cat=0
split_feature=51 484 49 3 43 13
split_gain=1.10206e-05 2.44767e-05 2.18087e-05 4.24801e-05 3.13388e-05 5.23084e-05
threshold=0.08955500000000001 0.042570000000000004 -0.029304999999999998 -0.11171999999999999 -0.074254999999999988 -1.0000000180025095e-35
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=0.0090474985600633769 -0.0087141484677247718 0.015919506281850127 -0.02172036101724403 0.01317648156742039 -0.02306619642760498 0.0085254850341541771
leaf_weight=0.0016179133762333694 0.0012477522020155106 0.0010070501778472827 0.0010854351960492472 0.0013038443418409745 0.0010031347526012883 0.0010975675966197161
leaf_count=370 487 507 290 802 1153 301
internal_value=0 0.00147473 -0.000906876 -0.00449382 0.000998334 -0.00656029
internal_weight=0 0.00711495 0.0061079 0.00448998 0.00340455 0.0021007
internal_count=3910 3423 2916 2546 2256 1454
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=5
num_cat=0
split_feature=160 4 4 2
split_gain=1.11674e-05 1.95381e-05 3.56927e-05 2.54094e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.0017649999999999999 0.10113500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0069461828732234809 0.013450881419247808 0.010784815025639754 -0.011643859743192904 -0.0064683645748903548
leaf_weight=0.0018292046672604857 0.0017018667606012855 0.0017926378320090759 0.0019948107720862817 0.0010267529199751689
leaf_count=1218 1417 396 521 358
internal_value=0 0.00189626 -0.00147713 0.00595546
internal_weight=0 0.00651607 0.00472343 0.00272862
internal_count=3910 2692 2296 1775
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=7
num_cat=0
split_feature=13 3 16 52 150 0
split_gain=1.01877e-05 2.28022e-05 2.91194e-05 5.06678e-05 3.65008e-05 3.14039e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084240000000000023 0.086870000000000017 -0.10575999999999998
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=0.0092287400141254083 0.020196606465065877 -0.014076857762097919 0.016112425595608233 -0.0213579816999966 -0.012565258658429751 -0.00068191352272958783
leaf_weight=0.0010386509544815757 0.0013407092077012807 0.0011811304748034299 0.0010667101741790854 0.0010727666376156922 0.0010794564137710399 0.0015571269218963935
leaf_count=210 299 138 502 1166 280 1315
internal_value=0 -0.00135644 0.00109984 -0.00207123 0.00313085 0.00897772
internal_weight=0 0.0072979 0.00611677 0.00505006 0.00397729 0.00289784
internal_count=3910 3700 3562 3060 1894 1614
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 15
split_gain=1.09904e-05 1.83795e-05 3.98695e-05 2.36115e-05 6.43664e-05 1.92973e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 -0.10071499999999999
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=0.0096326578739403916 -0.0060218634376891797 0.0082988092249268001 0.013695488780618048 -0.019886918692486141 0.013816843108052991 -0.024700480390672658
leaf_weight=0.0010304780827305954 0.0012263494506866506 0.0015407013554041794 0.001246524175287876 0.0011609832944748833 0.0011068440294481571 0.0010075072892057097
leaf_count=317 392 427 488 1127 406 753
internal_value=0 -0.00140053 -0.00400026 0.0026396 -0.00343734 -0.0144462
internal_weight=0 0.00728891 0.00574821 0.00351435 0.00226783 0.00223386
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=7
num_cat=0
split_feature=49 2 2 3 2 16
split_gain=1.01894e-05 2.72947e-05 3.01488e-05 2.55866e-05 3.55141e-05 1.25648e-05
threshold=0.093425000000000022 0.114165 0.10457000000000001 -0.078669999999999976 0.090695000000000012 -0.083564999999999987
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=-0.0014527587479071723 0.0094070756951340779 0.013404634238087888 -0.01854844010142094 -0.0023685993780215818 0.020721810272865713 -0.016954975550509923
leaf_weight=0.0010663841986101167 0.0010052651496586561 0.0010722052453401446 0.0011424833382373423 0.0019890556716592252 0.0010014708612078494 0.0010257532117725608
leaf_count=608 541 427 282 638 281 1133
internal_value=0 -0.00133179 -0.00386996 -0.000570529 0.00536394 -0.00905333
internal_weight=0 0.00729735 0.00622515 0.00508266 0.00299053 0.00209214
internal_count=3910 3369 2942 2660 919 1741
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=8
num_cat=0
split_feature=159 484 42 51 43 4 4
split_gain=2.69934e-05 2.73834e-05 3.96271e-05 4.78691e-05 5.55297e-05 3.70763e-05 1.95275e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 -1.0000000180025095e-35 0.043405000000000006 -0.074254999999999988 0.28937500000000005 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00030433523752830175 -0.00036595261903124831 0.00033100146273213834 0.00024953509273364265 0.00036645275394868616 -0.00016392812910262459 0.00010785950484850581 -0.00053795129227390403
leaf_weight=0.0010288093132021633 0.0010322750179660844 0.0010336340441342512 0.0016397627893916921 0.0014115260793092126 0.0011301156746922013 0.0010502275117767884 0.0010220031303655012
leaf_count=633 916 392 607 350 572 201 239
internal_value=0 3.23381e-05 -1.00326e-05 4.87184e-05 -4.39045e-05 -0.00019416 -0.000341545
internal_weight=0 0.00831954 0.00728591 0.00625364 0.00484211 0.00320235 0.00215212
internal_count=3910 3277 2885 1969 1619 1012 811
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=7
num_cat=0
split_feature=147 11 3 16 52 4
split_gain=3.46763e-05 4.6423e-05 4.58615e-05 4.89825e-05 3.82961e-05 4.68114e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.10628499999999998 -0.19424999999999998 -0.094124999999999986 -0.0010999999999999996
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=0.0003577913160917489 0.00033871828455452188 -0.00043623124379768823 -0.00037231467759856477 -0.00028682336031805893 0.00034489760660572603 -0.00010013536374961684
leaf_weight=0.001226937920913186 0.0010308195110149089 0.0010118225020940928 0.0014511772448746992 0.001068456316193447 0.0019292844527630374 0.0017178295040145282
leaf_count=191 234 284 383 555 1695 568
internal_value=0 -4.23251e-05 1.15808e-05 -5.73013e-05 3.96414e-05 0.000135282
internal_weight=0 0.00840551 0.00739369 0.00616675 0.00471557 0.00364711
internal_count=3910 3676 3392 3201 2818 2263
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=6
num_cat=0
split_feature=42 160 52 49 12
split_gain=9.22576e-06 2.68607e-05 2.69181e-05 3.22851e-05 3.54451e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 -0.029304999999999998 0.080120000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0084958932969529128 -0.010132533319564017 0.010471568930796149 0.015044984579666049 0.0056693472940768071 -0.019593175733607755
leaf_weight=0.0011156506209584107 0.0016046390640273127 0.0016737401996810624 0.0016999117689941116 0.0010341985811949026 0.0011996400949651205
leaf_count=1060 1040 330 451 298 731
internal_value=0 0.0012758 0.00454041 -2.93897e-05 -0.0078974
internal_weight=0 0.00721213 0.00560749 0.00390758 0.00223384
internal_count=3910 2850 1810 1359 1029
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=6
num_cat=0
split_feature=159 47 1 13 16
split_gain=1.02673e-05 2.43054e-05 2.89023e-05 3.80396e-05 4.14988e-05
threshold=0.073745000000000019 0.10561500000000001 0.11215000000000001 -0.084184999999999996 -0.055679999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014620684398941814 0.0085537050478724785 0.010986135663124333 -0.01652361585539697 0.01604993445658329 -0.0072176166914012284
leaf_weight=0.0012906681068365058 0.0011934386367149115 0.0012843106011759852 0.0014367368996502719 0.0017401799354498202 0.0013700270186445432
leaf_count=737 669 242 321 1043 898
internal_value=0 -0.00146863 -0.00420876 -0.000188373 0.00580072
internal_weight=0 0.00712192 0.00583761 0.00440088 0.00311021
internal_count=3910 3241 2999 2678 1941
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 13
split_gain=1.11646e-05 1.68865e-05 3.01179e-05 4.99674e-05 3.8739e-05 3.74329e-05
threshold=-0.24219999999999997 0.11110500000000002 0.25185000000000007 -0.0071449999999999994 0.077110000000000012 -0.0019849999999999994
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=0.0097309447514932375 -0.020337793436370728 0.010053567784975031 -0.019170396475581344 0.023007507468181684 0.0035245772008444852 -0.0018883205980642654
leaf_weight=0.0010273643684141319 0.0015067923022214233 0.0010928128653857365 0.0010159783443838364 0.0011691098240033705 0.001240373433237783 0.0012493459698930116
leaf_count=317 753 588 462 1018 383 389
internal_value=0 -0.00140547 -0.00343125 -0.000335662 -0.00956369 0.0101466
internal_weight=0 0.00727441 0.0061816 0.00516562 0.00274717 0.00241846
internal_count=3910 3593 3005 2543 1136 1407
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.78879e-05 3.82368e-05 4.39846e-05 4.63748e-05 5.60225e-05 5.36939e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.00043025746506779826 0.00030471082027526538 -0.00039793060127449922 -0.00027141962625585128 -8.0606443331800531e-05 -0.00028633658586233845 0.00048052920106213904
leaf_weight=0.0012210463192716802 0.0010047739406707805 0.0010134485820625953 0.0016547448852831468 0.001444499574389324 0.0016498917554276147 0.0012004750232674048
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -4.14273e-05 8.95832e-06 9.30702e-05 -2.79334e-06 0.000174076
internal_weight=0 0.00818411 0.00717066 0.00551591 0.00429487 0.00264497
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=6
num_cat=0
split_feature=1 47 4 52 49
split_gain=1.02144e-05 2.02047e-05 3.54443e-05 2.69698e-05 3.39708e-05
threshold=0.12730000000000002 0.09252500000000001 0.05309500000000001 1.0000000180025095e-35 -0.047309999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0037098899445151077 0.0081526599764558949 -0.014375351710479073 0.012797779779353964 0.005730340738831447 -0.019800996715153632
leaf_weight=0.001009602584430449 0.0012895039196139544 0.0010426257984420366 0.0017252412159022654 0.0016626406756306443 0.0015706549872512277
leaf_count=283 345 340 525 1140 1277
internal_value=0 -0.00153141 0.000712405 -0.00420173 -0.0106017
internal_weight=0 0.00701077 0.00596814 0.0042429 0.00258026
internal_count=3910 3565 3225 2700 1560
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=7
num_cat=0
split_feature=15 484 52 0 12 1
split_gain=1.38298e-05 2.1696e-05 2.70756e-05 4.52409e-05 3.23412e-05 4.94599e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 0.085185000000000025 0.094385000000000011
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=-0.00044871174022066934 -0.00021231912988593294 0.00028689262330773221 0.00025085078158436537 -0.00041302824947942444 0.00025430621583317369 8.8390173053017756e-05
leaf_weight=0.0010255789370526547 0.0010982290052819633 0.0010360658582247032 0.0011865367166745723 0.001196967794595119 0.0014678628023480963 0.0018450467975700559
leaf_count=336 1436 417 295 246 744 436
internal_value=0 2.27741e-05 -1.79346e-05 -7.55494e-05 1.75594e-05 -0.000103498
internal_weight=0 0.00775806 0.00672199 0.00553546 0.00433849 0.00287063
internal_count=3910 2474 2057 1762 1516 772
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=6
num_cat=0
split_feature=52 13 3 16 4
split_gain=1.09779e-05 2.6194e-05 2.51178e-05 2.87977e-05 1.84218e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.016619999999999996 -0.008069999999999999 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.011669697746511018 -0.0089893764648800271 -0.0065241558986611397 -0.019150505052769079 0.014578218839498058 -0.0021873363799215974
leaf_weight=0.0018540025096246693 0.0011741698125227835 0.0012008088013291435 0.0010664887036396955 0.0014014129387435038 0.0016016679114273197
leaf_count=520 647 1371 276 824 272
internal_value=0 0.00144634 -0.00215001 0.00484042 -0.00896768
internal_weight=0 0.00712438 0.00527038 0.00260222 0.00266816
internal_count=3910 3263 2743 2195 548
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=8
num_cat=0
split_feature=43 52 16 16 15 52 3
split_gain=1.95462e-05 2.71322e-05 5.65273e-05 2.76558e-05 2.59775e-05 4.51905e-05 1.97207e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 -0.110495 -0.087044999999999997 -0.021309999999999996 0.090325000000000003
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 6 -1 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.00037007081765713353 -0.00030982983537572759 0.00016627431203083455 0.00038092306957556338 -0.00039420268132526163 0.00030320511755802963 -0.00025481769277836398 -0.00020296015797992834
leaf_weight=0.0010614640514322112 0.0013955635199693131 0.0011986607001330852 0.0011346845233564939 0.0010233523299905201 0.0010200998940672482 0.001231604201119054 0.0010374791140730182
leaf_count=583 426 271 224 958 502 763 183
internal_value=0 -7.16489e-05 3.99593e-06 -0.000127219 0.000117194 -2.01404e-06 -5.03566e-06
internal_weight=0 0.00578974 0.00439418 0.00325949 0.00331317 0.0022517 0.00223614
internal_count=3910 2062 1636 1412 1848 1265 454
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=8
num_cat=0
split_feature=11 48 2 150 3 2 1
split_gain=1.77659e-05 2.52278e-05 4.91495e-05 5.40902e-05 5.42329e-05 5.76798e-05 3.19197e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.086420000000000011 -0.015794999999999997 0.086245000000000002 0.076710000000000014
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=-2.8718543007705998e-05 -0.00024439965071399079 0.00028541840097903812 0.00034018385079742582 -0.00049384541165050256 8.0158610713273884e-05 -0.0005466911622511218 0.00043533489471392388
leaf_weight=0.0011007583238019205 0.001023653860411324 0.0012538907507020514 0.001215806602971832 0.001058810678385238 0.0011913099229248179 0.0010723799491572017 0.0011816234491499157
leaf_count=1454 279 339 471 266 211 196 694
internal_value=0 2.97991e-05 -1.7193e-05 -9.47149e-05 -1.75473e-06 -0.0002168 0.000211529
internal_weight=0 0.00807458 0.00682069 0.00560488 0.00454607 0.00226369 0.00228238
internal_count=3910 3631 3292 2821 2555 407 2148
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=7
num_cat=0
split_feature=11 3 47 1 3 15
split_gain=2.02095e-05 2.21219e-05 4.34231e-05 4.90516e-05 6.75982e-05 4.6027e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09252500000000001 0.094385000000000011 0.11265500000000002 -0.0039399999999999991
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=0.00024130304111570218 -0.00026485840751694432 -0.00040642533536339474 -0.00032513026931516048 0.00061326795006062167 -6.7970070850600236e-05 0.00010167395179249383
leaf_weight=0.0015260800431026837 0.001014385426917788 0.0011674260646301155 0.0014124933059233352 0.0011457037451588861 0.0010954690631919408 0.0016602649002522701
leaf_count=247 279 999 371 513 225 1276
internal_value=0 2.89109e-05 -2.10983e-05 6.36234e-05 0.000280284 -0.000108097
internal_weight=0 0.00800744 0.00648136 0.00506886 0.00224117 0.00282769
internal_count=3910 3631 3384 3013 738 2275
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=7
num_cat=0
split_feature=15 42 43 2 13 4
split_gain=1.08939e-05 2.51452e-05 4.78955e-05 3.89191e-05 3.65381e-05 4.08006e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 -0.00059999999999999995 0.0057500000000000008
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=0.017898526047274124 -0.0096572949515877395 -0.023174352306237784 0.0072203818962093191 0.01407719076622894 -0.022560733876524783 0.0034478965041614615
leaf_weight=0.0016198770344286505 0.00103067589588647 0.0010378618402874327 0.0010358973173032592 0.001136350864743522 0.0010479607658340983 0.001421048282627791
leaf_count=339 1436 679 505 366 355 230
internal_value=0 0.00132548 -0.00799138 0.0050231 -0.000761785 -0.00759136
internal_weight=0 0.007299 0.00207376 0.00522524 0.00360536 0.00246901
internal_count=3910 2474 1184 1290 951 585
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=7
num_cat=0
split_feature=159 484 1 2 150 0
split_gain=3.31973e-05 3.8191e-05 4.38303e-05 4.97474e-05 4.51094e-05 2.9902e-05
threshold=-1.0000000180025095e-35 0.073820000000000011 0.12811000000000003 0.086875000000000022 0.083680000000000018 -0.088084999999999983
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=-0.00033656878613078295 -0.00033119061488858566 0.00039283203851466197 0.00034393216099098099 -0.00034295784847181507 0.00036084279130716091 6.7754570262614083e-05
leaf_weight=0.0010196736263687533 0.0019960495004518438 0.0010241162601517763 0.0011255646159798131 0.0010960766480902185 0.0012279129570290925 0.0018019746547334908
leaf_count=633 1120 392 259 427 210 869
internal_value=0 3.83982e-05 -1.16849e-05 -7.7067e-05 4.58723e-05 -8.75816e-05
internal_weight=0 0.00827169 0.00724758 0.00612201 0.00412596 0.00289805
internal_count=3910 3277 2885 2626 1506 1296
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=7
num_cat=0
split_feature=147 52 0 47 3 1
split_gain=2.52102e-05 3.57717e-05 4.22028e-05 4.28795e-05 4.00807e-05 5.24405e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.14867499999999997 0.077065000000000008 0.0048550000000000008 0.079945000000000016
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=-0.00023230284753902671 0.00028936798648937441 -0.00035585364830347118 -0.0001422311450504433 -0.0001793102248714493 0.00055664106812631207 0.00042512764642613682
leaf_weight=0.0019254744338765093 0.0010086187731996 0.0011739639042188318 0.0015020909689051048 0.0014168282164761931 0.0010012451964118078 0.001074303231096778
leaf_count=241 234 639 1466 385 227 718
internal_value=0 -3.93751e-05 1.43153e-05 0.000109392 0.000223725 9.43458e-05
internal_weight=0 0.00809391 0.00691994 0.00499447 0.00357764 0.00257639
internal_count=3910 3676 3037 2796 2411 2184
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=7
num_cat=0
split_feature=3 1 0 47 52 1
split_gain=1.71883e-05 3.18422e-05 4.28101e-05 3.15473e-05 3.98775e-05 8.18299e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.084074999999999997 0.09252500000000001 -0.07125999999999999 0.11353000000000001
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=0.0002343542626104406 -0.00052964157356359405 -0.00017085613161585831 -2.6068502185253781e-05 -0.00017155699510417905 0.00058470672741427145 -0.00013476951653408612
leaf_weight=0.0010047547830078348 0.0010055688561060249 0.0010091935282679695 0.001830695900913252 0.0016290668550249677 0.0014865027731449138 0.0010281272280095641
leaf_count=259 1167 320 1066 292 499 307
internal_value=0 -3.77526e-05 -0.000204605 5.40868e-05 0.000158402 0.000290543
internal_weight=0 0.00798916 0.00283626 0.00515289 0.00352382 0.00251463
internal_count=3910 3651 2233 1418 1126 806
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=7
num_cat=0
split_feature=1 4 47 15 1 1
split_gain=1.78298e-05 4.0021e-05 2.50284e-05 3.76374e-05 5.99499e-05 3.76294e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 1.0000000180025095e-35 0.11097000000000001 0.093245000000000008
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=6.5532541643198197e-05 0.00018555493655766388 -0.00042992895178541306 -0.0001507557287589999 -0.00020680100407277277 -9.4133752060068424e-05 0.00068465402015290163
leaf_weight=0.0015247367442549522 0.0012905262848231414 0.0010643276742416153 0.0016992664989200759 0.0010306548505269932 0.0014765855881626591 0.0010560333524982121
leaf_count=422 285 1586 328 566 410 313
internal_value=0 -0.000138145 5.40464e-05 0.000125746 0.000215395 0.000410167
internal_weight=0 0.00258906 0.00655307 0.0048538 0.00382315 0.00234656
internal_count=3910 2008 1902 1574 1008 598
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.15919e-05 1.98119e-05 5.26579e-05 1.99799e-05 1.84325e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0019379494474031926 -0.013723327522093116 -0.016577311024680602 0.019768824496506139 0.00021251804566749645 0.013793228714894887
leaf_weight=0.0017142918733284139 0.0012746344783154109 0.0011450278863908161 0.001056628222785687 0.0018602266666110537 0.0013170967731101887
leaf_count=1267 426 845 224 567 581
internal_value=0 -0.00284644 0.000566768 -0.00618455 0.00489703
internal_weight=0 0.00533652 0.00406188 0.00300525 0.00303139
internal_count=3910 2062 1636 1412 1848
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=6
num_cat=0
split_feature=52 1 16 4 2
split_gain=1.14361e-05 2.24343e-05 2.07596e-05 4.13586e-05 3.5014e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.114825 -0.078094999999999984 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0028225893981645442 0.012773780571635352 0.015098228659592972 0.0033947948400028442 -0.021648809026237534 -0.0094517468045734899
leaf_weight=0.0015735848441954605 0.0016408055654196149 0.0012562101865221359 0.0013219231241347485 0.0013158305970761858 0.0012479169283704649
leaf_count=742 441 448 887 1089 303
internal_value=0 0.00513287 -0.00268421 -0.00909808 0.00317244
internal_weight=0 0.0028298 0.00552648 0.00263775 0.00288872
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=6
num_cat=0
split_feature=52 4 43 12 3
split_gain=9.27941e-06 2.12644e-05 1.92486e-05 3.82268e-05 3.93753e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.15109999999999998 0.091475000000000015 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0048847606124936861 0.010123147010886423 0.012534763148297294 0.010562756684694554 -0.019099776000398111 -0.012075805762800488
leaf_weight=0.0012836561962289012 0.0010012543728291001 0.0015432995386875884 0.0017979679902384253 0.0013760930658844421 0.0013415544382191684
leaf_count=795 235 395 1451 780 254
internal_value=0 0.00462495 -0.00242095 -0.00520237 0.000889036
internal_weight=0 0.00282696 0.00551687 0.00451562 0.00313952
internal_count=3910 1190 2720 2485 1705
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=8
num_cat=0
split_feature=157 160 42 42 3 2 4
split_gain=3.64267e-05 6.77928e-05 5.31722e-05 3.02823e-05 5.01899e-05 0.000100558 8.15912e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093125000000000013 -0.0026499999999999996 0.086875000000000022 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.00035082234005095108 -0.00046603066750461054 -0.00038313064552468403 -4.0868303686508113e-05 -0.00019153984209168125 -0.00038837655240555084 0.00082152140169808048 0.000274917902224468
leaf_weight=0.0010244444028144522 0.001230214601342137 0.0010162749263688022 0.0010190564848293485 0.0011128684703058909 0.001214253332626952 0.0010611583028263785 0.0017272006471755767
leaf_count=517 856 878 397 555 158 348 201
internal_value=0 -4.08631e-05 3.22821e-05 0.000101101 0.000165954 0.000399054 1.10519e-06
internal_weight=0 0.00838103 0.00715081 0.00613454 0.00502167 0.00208021 0.00294145
internal_count=3910 3393 2537 1659 1104 745 359
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=6
num_cat=0
split_feature=4 151 0 4 4
split_gain=1.07309e-05 2.46107e-05 4.23214e-05 1.75501e-05 2.37451e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010737588804749237 0.0072617148279395076 -0.023280190556619729 -0.0041577244510573068 -0.0086322689204307891 0.014391585497157404
leaf_weight=0.0012713896694629793 0.0016258944649540372 0.0010019988541693442 0.0015072437521235706 0.0016709251326626744 0.001272941864095952
leaf_count=556 441 199 286 696 1732
internal_value=0 -0.00179136 -0.00471248 -0.00053266 0.0043353
internal_weight=0 0.0067245 0.00545311 0.00445111 0.00278019
internal_count=3910 3469 2913 2714 2018
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=7
num_cat=0
split_feature=49 2 2 3 2 4
split_gain=1.02989e-05 4.23731e-05 2.38492e-05 4.29858e-05 3.3328e-05 9.6471e-06
threshold=0.079765000000000016 0.114165 0.10571000000000001 -0.078669999999999976 0.090695000000000012 -0.0044799999999999987
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=-0.019958694069917009 0.0084184817033363321 0.0175170235736457 -0.018040551348245362 -0.0016558455392101945 0.020620413875716004 -0.0060969087995810809
leaf_weight=0.0010055962491027411 0.0012309857435945362 0.001006890598342771 0.0010887126372020415 0.0019906443074108478 0.0010136006057466845 0.001002661798178824
leaf_count=1386 770 408 225 609 284 228
internal_value=0 -0.00148874 -0.00462528 -0.00171149 0.00585993 -0.0130379
internal_weight=0 0.00710811 0.00610122 0.0050125 0.00300424 0.00200826
internal_count=3910 3140 2732 2507 893 1614
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=7
num_cat=0
split_feature=11 4 0 16 3 1
split_gain=1.97233e-05 2.56924e-05 2.80616e-05 3.81774e-05 2.58541e-05 4.73836e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 -0.094359999999999986 -0.100615 0.090820000000000012
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=0.00040718905997219243 -0.00026368657382983522 -0.00013586991455353847 -0.00030216127509572697 0.00033324311608131068 -0.00016289869114848667 0.00036837576094428631
leaf_weight=0.0010437954293378571 0.0010141548008914493 0.001839317803404401 0.0014236963377790754 0.001046440704648467 0.0016567576706485814 0.0010573480855963183
leaf_count=208 279 372 781 109 1647 514
internal_value=0 2.64356e-05 -7.68948e-05 3.4241e-05 0.000144932 4.40726e-05
internal_weight=0 0.00806736 0.00430945 0.00288576 0.0037579 0.00271411
internal_count=3910 3631 1262 481 2369 2161
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=7
num_cat=0
split_feature=42 43 4 47 16 16
split_gain=1.04115e-05 2.53999e-05 2.93369e-05 2.35666e-05 2.75148e-05 7.81541e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 0.086425000000000016 -0.0083999999999999995 -0.110495
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=-0.008970281079900359 0.014223969200033871 -0.016960578040382764 0.016508142302649048 -0.010365392065045671 0.019211630921514115 -0.0178233842015997
leaf_weight=0.0011263247580765951 0.001266800369413605 0.0010034614454701553 0.0014009471643087537 0.0012051565185625564 0.0010757727097581125 0.0012589501482752436
leaf_count=1060 581 246 426 272 505 820
internal_value=0 0.0013678 -0.001372 0.00179397 0.00571668 0.000258763
internal_weight=0 0.00721109 0.00594429 0.00494083 0.00373567 0.0026599
internal_count=3910 2850 2269 2023 1751 1246
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=7
num_cat=0
split_feature=159 1 0 150 16 15
split_gain=3.6831e-05 2.92711e-05 2.88372e-05 3.8126e-05 3.62415e-05 2.13811e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 -0.076734999999999984 0.077110000000000012 0.15100500000000003 -0.015439999999999997
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=-0.00034594894693286567 -0.00037145492093547291 0.00033901321069055706 0.00039143758265641299 0.00016003873174523885 -5.1039833213721343e-05 -1.9408408288892917e-05
leaf_weight=0.0010166105233717091 0.0017005553396442499 0.0011553318101394962 0.0013279204758977945 0.0014258373701429659 0.0015335754737011808 0.0010873832187186332
leaf_count=633 670 298 511 360 402 1036
internal_value=0 4.96443e-05 2.3928e-06 -0.000100764 0.000154299 -0.000234146
internal_weight=0 0.0082306 0.00707527 0.00421378 0.0028615 0.00278794
internal_count=3910 3277 2979 2066 913 1706
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=8
num_cat=0
split_feature=159 1 4 13 48 4 43
split_gain=3.26825e-05 3.20755e-05 4.90893e-05 3.79254e-05 3.93554e-05 4.74516e-05 2.9552e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.13934999999999997 0.088875000000000023 -0.0025899999999999994 -0.075819999999999985
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=-0.00033363982885106563 -0.00035806262130687907 -4.4527267873508269e-05 0.00051557330454163146 -9.9826455455647863e-05 0.00037118576019739945 -0.00032833107791706582 0.00035306799758303006
leaf_weight=0.0010075709529030969 0.0011438734824680795 0.0012226437927010943 0.0011844023056743753 0.0011146034069909249 0.001067347610627236 0.0014784005576986784 0.0011011868770445955
leaf_count=633 132 240 322 648 338 523 1074
internal_value=0 4.02929e-05 0.000231074 -3.74694e-05 3.95474e-05 -5.62716e-05 0.00012525
internal_weight=0 0.00831246 0.00240705 0.00590541 0.00476154 0.00369419 0.00221579
internal_count=3910 3277 562 2715 2583 2245 1722
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.76211e-05 2.9397e-05 5.41112e-05 3.29911e-05 4.41732e-05 4.37641e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00024078824134903456 -0.00024550526395455659 0.00044874303815138384 -0.00039392860306187191 -0.00030552617959674489 0.00031239637376361147 0.00011851530376131802
leaf_weight=0.0013019025399515242 0.0010097931674601093 0.0012536562387631834 0.0010678389863738699 0.0011048070625173734 0.0017790520283431162 0.0016020146685414441
leaf_count=385 279 198 916 316 566 1250
internal_value=0 2.91666e-05 8.07951e-05 -2.26284e-06 7.30473e-05 -8.64426e-05
internal_weight=0 0.00810927 0.00680737 0.00555371 0.00444891 0.00266985
internal_count=3910 3631 3246 3048 2732 2166
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=7
num_cat=0
split_feature=15 42 43 3 4 1
split_gain=1.05773e-05 2.72256e-05 4.06128e-05 3.72307e-05 3.90937e-05 7.15831e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 -0.10628499999999998 0.074650000000000008 0.094485000000000013
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=0.021513898870019491 -0.009480753347781817 -0.022278607777104952 0.0056471031602888704 -0.0047803164535100522 -0.013262927185345809 0.028222996683918835
leaf_weight=0.0010996834726438171 0.0010356541394348573 0.0010446487814923812 0.0010384879675020297 0.0017646408469269 0.0013364393529860766 0.0010472002668551717
leaf_count=240 1436 679 505 440 342 268
internal_value=0 0.0013155 -0.00835705 0.00515495 0.000818288 0.00751095
internal_weight=0 0.0073311 0.00208314 0.00524796 0.00414828 0.00281184
internal_count=3910 2474 1184 1290 1050 708
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=7
num_cat=0
split_feature=52 13 1 1 0 2
split_gain=9.23635e-06 2.53189e-05 3.56117e-05 2.73822e-05 4.14568e-05 2.54683e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 0.094485000000000013 -0.072559999999999986 0.099990000000000009
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=-0.00057919756787165296 -0.0081891671314865775 -0.015557570253725332 -0.014398585072750254 0.017218435935415912 0.011432759114215192 0.021019988258943342
leaf_weight=0.001082568820972101 0.0011865817931211485 0.001185025979649851 0.0016901122516450972 0.001004821595235733 0.0010948886495668834 0.0011012550611619355
leaf_count=778 647 1179 324 377 372 233
internal_value=0 0.00133671 -0.00260356 0.0034654 -0.00259594 0.0103128
internal_weight=0 0.00715867 0.00497485 0.00328474 0.00227991 0.00218382
internal_count=3910 3263 2252 1928 1551 1011
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=7
num_cat=0
split_feature=11 4 0 16 2 2
split_gain=1.98631e-05 2.55871e-05 3.1563e-05 3.13279e-05 2.84035e-05 4.32626e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 -0.094359999999999986 0.085005000000000011 0.097360000000000016
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=0.00042852557703616529 -0.00026227279343992848 -0.00011257934806342981 -0.00031405391629471459 0.0003114691862559888 -0.00026240944505008691 0.00024435978279735117
leaf_weight=0.0010168885612957825 0.0010038316298604287 0.0018065615588340046 0.0014045162524201652 0.0010645159700024029 0.0010703488996474742 0.0016400711869167107
leaf_count=910 279 372 781 109 998 461
internal_value=0 3.03326e-05 -7.31855e-05 4.46461e-05 0.000149078 4.42359e-05
internal_weight=0 0.0080029 0.00427559 0.00287108 0.00372731 0.00271042
internal_count=3910 3631 1262 481 2369 1459
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=6
num_cat=0
split_feature=1 0 47 0 52
split_gain=9.61211e-06 2.29028e-05 1.94111e-05 2.84637e-05 6.75516e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.015574469131486236 -0.0057839689600181279 0.0040438778464866798 -0.00742702816771514 -0.005699877932612102 0.024924922143404759
leaf_weight=0.0011455379677128997 0.0012871560635447344 0.0012383316851552594 0.0015664304877720534 0.0014892504360794084 0.0016152059268058185
leaf_count=1913 251 95 328 982 341
internal_value=0 -0.00538347 0.00213015 0.00553907 0.011306
internal_weight=0 0.00238387 0.00595804 0.00439161 0.00290236
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=7
num_cat=0
split_feature=52 160 13 16 4 52
split_gain=2.64e-05 3.71035e-05 3.7915e-05 3.41368e-05 4.23337e-05 2.92883e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.055679999999999993 0.26048500000000002 -0.092854999999999979
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=-4.3033570121719501e-05 -0.00040619837318153871 -0.00031893267600800924 0.00040883109654444146 -0.00020584105506102921 -7.362396515304216e-05 0.00033312437165906655
leaf_weight=0.0015605225872944376 0.0010532079024997429 0.0011272451859403862 0.001628379118633396 0.0010930959697067122 0.0012254962251096767 0.0016240094189083675
leaf_count=777 924 127 1153 245 271 413
internal_value=0 -7.12901e-05 -1.77628e-06 8.88028e-05 0.000201658 0.000148795
internal_weight=0 0.00612742 0.00507422 0.00394697 0.00285388 0.00318453
internal_count=3910 2720 1796 1669 1424 1190
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=6
num_cat=0
split_feature=52 52 43 12 3
split_gain=1.28026e-05 2.32776e-05 1.95261e-05 3.19543e-05 3.45672e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.15109999999999998 0.091475000000000015 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0038018259263616558 0.0098102360051446676 0.014335498576382562 0.0090637617921772544 -0.018290677084525763 -0.012172301157719523
leaf_weight=0.0013864174080957757 0.0010020382074249611 0.0014452293807775184 0.0017897222171870267 0.0013813353336241973 0.0013407121678581878
leaf_count=777 235 413 1451 780 254
internal_value=0 0.00545519 -0.00281716 -0.00562163 -3.12852e-05
internal_weight=0 0.00283165 0.00551381 0.00451177 0.00313043
internal_count=3910 1190 2720 2485 1705
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=7
num_cat=0
split_feature=11 48 2 1 0 0
split_gain=2.52833e-05 2.75951e-05 3.80402e-05 4.14281e-05 4.1246e-05 3.83806e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10884000000000001 -0.032484999999999993 -0.089879999999999974
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=-2.0621337338436591e-05 -0.0002921742790824372 0.00030324907227172404 0.00030625127868778417 -0.00035918348057995789 -0.00029256394410589017 0.0004495905962765702
leaf_weight=0.0018842809818192252 0.0010115802284691505 0.0012594933278287489 0.0011840938627658672 0.0015008782692012305 0.0011497683188697659 0.0010334270109357891
leaf_count=678 279 339 471 273 166 1704
internal_value=0 3.68028e-05 -1.28958e-05 -8.07615e-05 2.19748e-05 0.000145924
internal_weight=0 0.00801194 0.00675245 0.00556835 0.00406748 0.00291771
internal_count=3910 3631 3292 2821 2548 2382
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=6
num_cat=0
split_feature=1 13 3 3 3
split_gain=1.03575e-05 2.11818e-05 3.03094e-05 2.51e-05 2.52506e-05
threshold=0.12864500000000004 -0.13934999999999997 -0.12008499999999998 -0.032959999999999996 0.045635000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012569230556405445 0.0082556504676027393 0.014832391745025507 -0.01338902873337054 0.015285225978123367 -0.0041701267493897852
leaf_weight=0.0013910242094565929 0.0012831006409097121 0.0012668417595246059 0.0014693431313182129 0.0010248207016906596 0.0019111792186894822
leaf_count=221 331 309 2434 315 300
internal_value=0 -0.00151095 0.00120094 -0.00271904 0.00262083
internal_weight=0 0.00706321 0.00567218 0.00440534 0.002936
internal_count=3910 3579 3358 3049 615
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=7
num_cat=0
split_feature=159 1 42 151 4 1
split_gain=2.75602e-05 2.80063e-05 3.55247e-05 3.62773e-05 6.57595e-05 4.32318e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 -0.0088999999999999982 0.05309500000000001 0.081540000000000015
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=-0.00031073842866447975 -0.00023676319051454348 0.00031847989686884556 -0.00026600523148109085 0.00017527149408040358 0.00051109528717769497 -0.00031836699792875254
leaf_weight=0.001012515861744198 0.001204415390798093 0.0011319354253121923 0.0016454881736634027 0.0017465138290642336 0.0013222503810493675 0.0011191925501290157
leaf_count=633 404 298 1065 764 253 493
internal_value=0 3.22193e-05 -1.38215e-05 6.31327e-05 0.00014938 -1.75175e-05
internal_weight=0 0.0081698 0.00703786 0.00539237 0.00418796 0.00286571
internal_count=3910 3277 2979 1914 1510 1257
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=8
num_cat=0
split_feature=159 1 42 3 151 16 0
split_gain=3.47824e-05 5.06029e-05 4.17946e-05 6.17285e-05 3.62464e-05 3.89045e-05 4.24952e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091955000000000023 -0.100615 -0.0088999999999999982 0.050115000000000007 -0.13506999999999997
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=-0.00034691608510991966 0.00034106922473582532 0.00040923450984021087 -0.00039514847000535327 -0.00039188540263661152 0.00042723529882202749 -0.00027947478874946438 -0.00012505477687113601
leaf_weight=0.0010160216571951262 0.0018014095746289715 0.001204297157488596 0.0010085635597203643 0.0011336326444804801 0.0011479719666425724 0.0011321466826574745 0.0010041581925430085
leaf_count=633 395 298 586 450 162 280 1106
internal_value=0 3.71116e-05 -2.48909e-05 3.51524e-05 -8.95856e-05 1.47591e-05 0.000169543
internal_weight=0 0.00843218 0.00722788 0.00621932 0.00441791 0.00328428 0.00215213
internal_count=3910 3277 2979 2393 1998 1548 1268
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=7
num_cat=0
split_feature=12 51 48 1 2 12
split_gain=1.18475e-05 2.22347e-05 3.71119e-05 6.09973e-05 3.85755e-05 2.5483e-05
threshold=-0.036459999999999992 0.08955500000000001 0.087035000000000015 0.11198000000000001 0.084235000000000018 0.085185000000000025
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=-0.0089442844514981898 0.015663110169909716 -0.011584938402878634 -0.013027500949230088 0.024742131268244427 -0.018146991419334371 0.0026624850050611169
leaf_weight=0.0012625267989907303 0.001124882661044825 0.0010884232351331003 0.001061029821180704 0.0014606530892033536 0.0010811900600639275 0.0012913221800934017
leaf_count=504 771 425 327 231 453 1199
internal_value=0 0.00156802 0.00394646 0.00757891 0.00041086 -0.00682071
internal_weight=0 0.0071075 0.00601908 0.00495805 0.00349739 0.00237251
internal_count=3910 3406 2981 2654 2423 1652
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=7
num_cat=0
split_feature=42 43 51 43 4 16
split_gain=1.14809e-05 2.4361e-05 2.30424e-05 2.69307e-05 3.82326e-05 4.52354e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.0093849999999999992 -0.083684999999999996 0.0051950000000000008 -0.45301499999999995
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=-0.0093890710648943439 -0.0077661519852545982 -0.012376186693829601 0.020589399053145677 -0.009715290130841556 -0.0026340394844565867 0.025854307674850231
leaf_weight=0.0011297869793417204 0.0013286485424102408 0.001083009722990508 0.0011331905261006405 0.0014450670830575669 0.0011508921979819827 0.0010807899419055555
leaf_count=1060 716 223 428 1030 203 250
internal_value=0 0.00145148 0.00389105 0.00711112 0.00295705 0.0111627
internal_weight=0 0.0072216 0.00613859 0.00480994 0.00367675 0.00223168
internal_count=3910 2850 2627 1911 1483 453
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 16
split_gain=3.17887e-05 4.18344e-05 4.15494e-05 6.172e-05 4.67484e-05 3.99959e-05 2.33387e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.0051950000000000008 -0.014754999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00033260662860969337 0.00035767317634254856 -0.00037422326266195325 -0.00030777757521495858 0.00043717569661251603 -0.00036591263013948831 0.00032019077529229378 0.00010594620360546909
leaf_weight=0.0010386639587440022 0.0012783134948882429 0.0011202992718907616 0.0010962921944687397 0.0011896141433824425 0.0013838134660124277 0.001375128905630265 0.0010045952377142112
leaf_count=633 408 274 923 378 543 203 548
internal_value=0 3.08964e-05 -2.73656e-05 3.68692e-05 -6.11199e-05 6.02191e-05 -0.000109945
internal_weight=0 0.00844806 0.00716974 0.00604944 0.00485983 0.00347602 0.00210089
internal_count=3910 3277 2869 2595 2217 1674 1471
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 3
split_gain=3.26257e-05 4.52008e-05 5.26384e-05 6.48913e-05 5.53326e-05 5.08908e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.075679999999999983
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=0.00049606020858051938 0.0003326964048285156 -0.00042098230861921517 -0.00028434107853017072 -0.00018135704523385062 -0.00028566198086212166 0.00037512151216358559
leaf_weight=0.0012815720193715876 0.0010303885864188954 0.0010335920690361967 0.001712541034600723 0.00100670875529251 0.0016747055687264456 0.0016967465539949498
leaf_count=693 206 401 1074 652 633 251
internal_value=0 -3.69766e-05 1.6861e-05 0.000108 -5.59306e-06 0.000167901
internal_weight=0 0.00840587 0.00737227 0.00565973 0.00437816 0.00270346
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=7
num_cat=0
split_feature=52 52 49 16 0 15
split_gain=1.18493e-05 2.05881e-05 1.93506e-05 5.07246e-05 5.16868e-05 2.28088e-05
threshold=-0.048794999999999991 -0.092854999999999979 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0034522316862200864 0.015301179460154272 0.01358250074894184 0.0096435308368018995 -0.031638930734529176 -0.0017180250619415135 -0.0051298109329455848
leaf_weight=0.0013910544979954841 0.0011253540391161099 0.0014480466746607803 0.0010316552611484174 0.0010942718868253529 0.001222138121879673 0.0010621335110374422
leaf_count=777 324 413 469 1627 152 148
internal_value=0 0.00523611 -0.00271007 -0.00553977 -0.0158527 0.00538092
internal_weight=0 0.0028391 0.00553555 0.0045039 0.00231641 0.00218749
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 0
split_gain=9.93197e-06 2.39288e-05 5.62991e-05 2.47105e-05 4.51317e-05 2.17738e-05
threshold=0.093125000000000013 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.032484999999999993
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=-0.021977902980247051 -0.0088030905508087506 0.019294410187047532 0.0097899765917731328 0.015923936259670968 -0.015311595651045888 -0.00017053591055459167
leaf_weight=0.0012028733306190021 0.0011147786643524579 0.0010555165515555361 0.0010403409836138428 0.0015001393642856274 0.0011826563222422921 0.0012615306559195392
leaf_count=495 787 1351 223 314 507 233
internal_value=0 0.00133624 -0.00724484 0.0051862 0.0005835 0.0086966
internal_weight=0 0.00724306 0.00224321 0.00499984 0.0034997 0.00231705
internal_count=3910 3123 718 2405 2091 1584
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=6
num_cat=0
split_feature=42 43 0 0 15
split_gain=1.02572e-05 2.15759e-05 4.18223e-05 1.82846e-05 2.66269e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.067059999999999995 -0.074014999999999984 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0088902055181076956 -0.0032836340538662649 -0.0074139953524537646 0.024617381162444898 -0.01081641746383572 0.01032066082212032
leaf_weight=0.0011262798463266442 0.0011508996421492816 0.0015955341620276084 0.0010075764119681237 0.0016567106032725322 0.0018035679103133636
leaf_count=1060 1030 285 303 506 726
internal_value=0 0.00137086 0.00974056 -0.0022024 0.00199604
internal_weight=0 0.00721429 0.00215848 0.00505581 0.0033991
internal_count=3910 2850 1333 1517 1011
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=6
num_cat=0
split_feature=42 0 15 3 2
split_gain=1.01462e-05 2.44818e-05 3.7538e-05 3.23564e-05 4.25636e-05
threshold=0.092145000000000019 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0010233201777249544 -0.0086654885245230698 0.013079219389542492 -0.018069524089355308 -0.010094548523129293 0.022744711278374977
leaf_weight=0.0019803068890278689 0.0011654903902766486 0.0014342896900872131 0.0011070400369666616 0.0014260218838289714 0.00121615640127488
leaf_count=833 832 272 1090 245 638
internal_value=0 0.00139525 -0.00152964 0.0024315 0.00801969
internal_weight=0 0.00716381 0.00572953 0.00462249 0.00319646
internal_count=3910 3078 2806 1716 1471
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=7
num_cat=0
split_feature=3 15 13 151 2 3
split_gain=1.03259e-05 1.90208e-05 3.21334e-05 3.87344e-05 4.09039e-05 2.33589e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.088444999999999982 -0.024429999999999997 0.099370000000000014 -0.015794999999999997
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=0.01057367304314849 0.00853683947740712 -0.01984621968442675 0.015688150780619241 0.010032355177513528 -0.021467093574110571 -0.0085360028967122383
leaf_weight=0.001108067531158238 0.0012079981567969062 0.0010211216310829132 0.0011536861643928506 0.001451370680896801 0.0011024742790301189 0.0012706139738023899
leaf_count=347 239 460 503 1605 561 195
internal_value=0 -0.00146357 -0.00368685 -0.00037223 -0.005217 0.0013647
internal_weight=0 0.00710733 0.00599927 0.00497815 0.00382446 0.00272198
internal_count=3910 3671 3324 2864 2361 1800
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.34047e-05 2.40686e-05 3.12403e-05 3.60351e-05 4.34755e-05 3.78883e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00021003500168942417 -0.00028374207591432834 0.00036007835136642126 -0.000345656527008901 -0.00030068738577813465 0.00033465035097555285 0.0001308607358418777
leaf_weight=0.0013116447989581278 0.0010082441456668216 0.001249984275907454 0.0010792066610012131 0.0011005392019266457 0.0017625539090605023 0.0015817714937761103
leaf_count=385 279 198 916 316 566 1250
internal_value=0 3.30805e-05 8.01544e-05 1.68133e-05 9.58049e-05 -6.23993e-05
internal_weight=0 0.0080857 0.00677406 0.00552407 0.00442353 0.00266098
internal_count=3910 3631 3246 3048 2732 2166
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=7
num_cat=0
split_feature=11 4 49 3 3 1
split_gain=2.67336e-05 3.02041e-05 3.09752e-05 3.41572e-05 2.2187e-05 4.56551e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.0087399999999999995 0.090325000000000003 -0.100615 0.090820000000000012
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=0.00040603747388992696 -0.00030273976296501794 -0.00029665291753519513 0.00026484612545596301 -0.00017358948698129053 -0.00013260865408217673 0.00039096440781516081
leaf_weight=0.001053997209683819 0.0010061881188307741 0.0015585441067347862 0.0013923418952808287 0.0013413030324753595 0.0016503530869480441 0.0010462455627092341
leaf_count=208 279 276 790 196 1647 514
internal_value=0 3.62722e-05 -7.60513e-05 4.97213e-05 0.000164815 7.0531e-05
internal_weight=0 0.00804278 0.00429219 0.00273364 0.0037506 0.0026966
internal_count=3910 3631 1262 986 2369 2161
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=7
num_cat=0
split_feature=11 4 2 2 160 16
split_gain=2.29433e-05 2.58778e-05 2.87629e-05 4.03704e-05 2.29969e-05 2.72275e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.086915000000000006 0.11230000000000001 -1.0000000180025095e-35 0.15100500000000003
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=-9.9372657349213457e-05 -0.00027829053325009869 -0.00026013391147670608 0.00033286786383949596 -0.00016313568068129604 0.0004346111807111089 4.3971856631267368e-05
leaf_weight=0.0010086895283632239 0.0010123846569584571 0.0017761573396386076 0.0011688149372800366 0.0013708054322342292 0.0014267434873917154 0.0013212511052646089
leaf_count=732 279 410 439 413 1355 282
internal_value=0 3.48512e-05 -6.87258e-05 6.51411e-05 0.000153843 0.00024679
internal_weight=0 0.00807246 0.00431578 0.00253962 0.00375668 0.00274799
internal_count=3910 3631 1262 852 2369 1637
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=6
num_cat=0
split_feature=49 49 42 1 52
split_gain=1.05855e-05 2.67064e-05 1.94061e-05 3.44936e-05 2.95602e-05
threshold=-0.081274999999999986 -0.006494999999999999 0.084100000000000022 0.11198000000000001 0.084240000000000023
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0084894137698680785 -0.014862598996457008 0.006016311315887906 -0.0084046099710986567 0.017659238670384169 -0.014932335513138204
leaf_weight=0.0012454370438246777 0.0012362276772604416 0.001896168549969078 0.0015217275915052515 0.0013968706274607714 0.0010447103970720611
leaf_count=319 437 906 1438 274 536
internal_value=0 -0.00150618 0.00131174 0.00472034 -0.00142543
internal_weight=0 0.0070957 0.00585948 0.00433775 0.00294088
internal_count=3910 3591 3154 1716 1442
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=8
num_cat=0
split_feature=159 2 12 151 16 1 15
split_gain=4.17388e-05 3.4284e-05 6.48419e-05 4.37532e-05 5.37739e-05 2.98186e-05 2.35964e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.096485000000000015 -0.0088999999999999982 0.15100500000000003 0.10113500000000002 -0.019749999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 -2
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.00038255372180977048 -0.00053779412491963884 -0.00017631931380955623 0.00028293024555385733 0.00021908999970213366 -7.0368617239868512e-05 0.00065178134646577527 -0.00011460634715357982
leaf_weight=0.001002034526529764 0.0010095058340962948 0.0012614177819826071 0.0010089563803138621 0.0013393831185506862 0.0013455475338610434 0.0011280661550717793 0.0010167964410271802
leaf_count=633 405 436 179 820 417 258 762
internal_value=0 4.16327e-05 -0.00012321 0.000140233 0.000244955 0.000416907 -0.000325439
internal_weight=0 0.00810967 0.00303526 0.00507441 0.003813 0.00246745 0.0020263
internal_count=3910 3277 1346 1931 1495 1078 1167
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=7
num_cat=0
split_feature=42 160 160 49 1 3
split_gain=1.06558e-05 2.51327e-05 2.77555e-05 3.25146e-05 7.07758e-05 2.45672e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.029304999999999998 0.11026000000000001 -0.018854999999999997
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=-0.0090678246171146133 -0.0096707239269947631 0.022117536435382217 -0.010285954743687487 0.024139396348163131 -0.016619045736626564 0.0030049780146989094
leaf_weight=0.0011251745546635335 0.0015981378909805501 0.0011875961083793836 0.0010309148278272035 0.0010986299433223873 0.0012016299788388356 0.0011014397783031071
leaf_count=1060 1040 262 332 791 278 147
internal_value=0 0.00139474 0.00454127 0.00787198 0.00289859 0.0135587
internal_weight=0 0.00721835 0.00562021 0.0045893 0.0034017 0.00220007
internal_count=3910 2850 1810 1478 1216 938
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=7
num_cat=0
split_feature=11 48 2 12 4 13
split_gain=2.72908e-05 2.57941e-05 4.19741e-05 4.67853e-05 8.81977e-05 3.73163e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.098595000000000016 0.055260000000000011 -0.00059999999999999995
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=0.00039434221148789501 -0.00030870829355673874 0.0002903042280977479 0.00031819215769632737 -0.00046288040585395308 -0.00046280783574674842 -1.9402395749947456e-05
leaf_weight=0.0014691453258892091 0.0010149351520678954 0.0012588938169203834 0.0011979786543273897 0.0010338704167222436 0.001182929843867371 0.0019511619838911407
leaf_count=1671 279 339 471 317 374 459
internal_value=0 3.23834e-05 -1.51207e-05 -8.59552e-05 -1.29917e-06 0.000158316
internal_weight=0 0.00809398 0.00683509 0.00563711 0.00460324 0.00342031
internal_count=3910 3631 3292 2821 2504 2130
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=6
num_cat=0
split_feature=2 52 150 3 0
split_gain=9.70137e-06 3.61111e-05 2.64836e-05 3.06365e-05 2.36906e-05
threshold=0.10946500000000002 0.092885000000000009 0.085285000000000014 -0.074234999999999982 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.014952476906714912 -0.0028951096349740437 -0.018711830605145679 -0.012950503803213324 -0.0031391280969334766 0.016925894236758339
leaf_weight=0.0017645369512282036 0.0014763560197414442 0.0010848306709465034 0.0010007411454082365 0.0019934967677795045 0.0010193627766705165
leaf_count=1644 208 663 275 561 559
internal_value=0 -0.0022474 0.0015059 0.00535556 0.00520067
internal_weight=0 0.00584361 0.00475877 0.00375803 0.00249572
internal_count=3910 3143 2480 2205 767
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=7
num_cat=0
split_feature=13 49 1 48 4 15
split_gain=9.1158e-06 2.03657e-05 3.05827e-05 3.08753e-05 5.88094e-05 7.22797e-06
threshold=-0.23438999999999996 0.079765000000000016 0.11986000000000001 0.085875000000000021 -0.034289999999999994 -0.09547499999999999
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=0.0087633423905116078 -0.0093656317559578338 0.011668236350820262 -0.018027629158839511 -0.013653585272570885 0.0214670140549112 0.0097616346529343402
leaf_weight=0.0010355028988697215 0.0017127297136504422 0.0010435659769723197 0.001166219522577905 0.00125907426194523 0.0010480919124686257 0.0010621128555505712
leaf_count=210 1583 726 263 392 138 598
internal_value=0 -0.00126333 -0.00342313 -7.16866e-05 0.00440148 0.0155754
internal_weight=0 0.00729179 0.00624823 0.00508201 0.00382293 0.0021102
internal_count=3910 3700 2974 2711 2319 736
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=9.65455e-06 1.90031e-05 3.06207e-05 5.85358e-05 2.34254e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.085644999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0095292044353067762 0.0079018601618674102 -0.013309167610559362 -0.014014476112900973 0.025080756021813744 0.0063785000557842562
leaf_weight=0.0019257521533646224 0.0012996219804407849 0.0011380261591879661 0.0010782808539392453 0.0010643519756510732 0.0018063525650653762
leaf_count=1354 345 520 400 415 876
internal_value=0 -0.00148187 0.000809252 0.00585088 0.0133126
internal_weight=0 0.00701276 0.00587474 0.00394899 0.0028707
internal_count=3910 3565 3045 1691 1291
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=7
num_cat=0
split_feature=49 15 16 4 52 15
split_gain=1.51417e-05 2.93317e-05 2.47754e-05 2.2367e-05 6.95337e-05 3.50263e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 -0.034289999999999994 0.071660000000000015 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.00032850435847277124 -0.00033103162200969985 -0.00010885380476759766 -0.00047950571885443938 -4.907923056071773e-05 0.00015222770068230057 0.00039950374644264944
leaf_weight=0.0013119380522289689 0.0010220693078840763 0.0010706982742871981 0.0011964895569909506 0.0017421036947587597 0.0015219324582226453 0.0010866471802396609
leaf_count=249 261 310 867 939 863 421
internal_value=0 0.000131966 -5.05023e-05 1.18533e-06 -0.000125824 0.000123241
internal_weight=0 0.00238264 0.00656924 0.00554717 0.00271842 0.00282875
internal_count=3910 559 3351 3090 1730 1360
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=6
num_cat=0
split_feature=49 15 2 13 15
split_gain=1.0329e-05 2.34743e-05 2.87947e-05 2.77699e-05 2.24077e-05
threshold=-0.029304999999999998 -0.11739999999999999 0.10113500000000002 -0.032264999999999995 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.016317049517589662 -0.012412302324997158 -0.0043778133374554017 -0.01049816878424446 0.014787037551250196 -0.0039091574181774665
leaf_weight=0.0010608171126890429 0.0016278882213630972 0.001284353183422468 0.0013671143999911574 0.0018381594992910896 0.0011324522638225102
leaf_count=228 581 1311 553 906 331
internal_value=0 -0.00212501 0.00160505 0.00690414 0.00587364
internal_weight=0 0.00611752 0.00448963 0.00312251 0.00219327
internal_count=3910 3351 2770 2217 559
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=7
num_cat=0
split_feature=376 1 150 160 3 13
split_gain=2.72256e-05 2.97583e-05 3.3724e-05 3.03071e-05 3.74215e-05 5.24155e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 -0.07353999999999998 -0.075404999999999986 -0.070604999999999987
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=0.00010965104268881341 0.00030412646660881191 0.00025195108693632526 0.00015570177218709249 0.00023485213854861341 -0.00044681232259750252 -0.00038315499448477412
leaf_weight=0.0011882896696940298 0.0010031699580259372 0.001159858881864974 0.0016594489086611949 0.0010790398597609694 0.0018965609038077546 0.0010325192066494362
leaf_count=701 206 276 399 721 609 998
internal_value=0 -3.85122e-05 -8.76521e-05 -0.000165366 -0.000246901 -6.73436e-05
internal_weight=0 0.00801572 0.00685586 0.00519641 0.00400812 0.00211156
internal_count=3910 3704 3428 3029 2328 1719
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=8
num_cat=0
split_feature=47 4 1 4 4 1 3
split_gain=3.45157e-05 5.3414e-05 6.03058e-05 5.47734e-05 4.43676e-05 7.15131e-05 2.01533e-05
threshold=0.11669500000000001 0.24280000000000004 0.11235500000000002 -0.0010999999999999996 -0.049279999999999997 0.078340000000000007 0.0066850000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00017079186702456106 -0.00034293631226914919 -1.8717072749564918e-05 0.00061522598521751484 -0.00050861976444747221 0.00040962945364619017 -0.000465437758124209 -0.00013378658283705257
leaf_weight=0.0020031229709234558 0.0010195169822732495 0.0011692520224174663 0.0011388442562041134 0.0010001546871719683 0.0011344975977195084 0.0010277140372422023 0.0012293278838845789
leaf_count=989 179 197 315 589 834 669 138
internal_value=0 3.83894e-05 0.000294079 -5.38971e-05 7.88661e-05 -4.49446e-05 -0.000301938
internal_weight=0 0.00870291 0.0023081 0.00639482 0.00416533 0.00303084 0.00222948
internal_count=3910 3731 512 3219 2492 1658 727
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=8
num_cat=0
split_feature=16 40 2 13 1 1 16
split_gain=2.35181e-05 3.14457e-05 3.66061e-05 5.35888e-05 3.92313e-05 2.56764e-05 4.6461e-05
threshold=0.3935300000000001 -0.018084999999999997 0.11934000000000002 -0.10939499999999998 1.0000000180025095e-35 0.09112000000000002 -0.17157499999999998
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=0.00031066596417828036 -0.00028437096021420241 0.00042628936041725843 -0.00035142828887838523 -0.00036831594555767131 0.000297568971116858 0.00021031066294801225 -0.00033575222262357385
leaf_weight=0.0013214731033084686 0.0010032229305794995 0.001124644294757917 0.0010776575401718102 0.0011312502158839911 0.0011136814672685863 0.0011979205397815115 0.0011982779737049237
leaf_count=388 380 209 265 1664 462 124 418
internal_value=0 3.37532e-05 -1.97189e-05 4.22796e-05 -5.07742e-05 5.1571e-05 -6.27615e-05
internal_weight=0 0.00816491 0.00684343 0.00576577 0.00464113 0.00350988 0.0023962
internal_count=3910 3530 3142 2877 2668 1004 542
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=7
num_cat=0
split_feature=159 1 42 151 4 0
split_gain=3.43329e-05 3.38171e-05 3.47897e-05 3.24057e-05 6.67056e-05 4.65233e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 -0.0088999999999999982 0.05309500000000001 0.10302000000000001
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=-0.00034821421996397169 -0.00022250681358564653 0.00034953781999675238 -0.0002658916663076425 -0.0002136262138619371 0.00050859622254926433 0.00030700323357856933
leaf_weight=0.001005239578856597 0.0012025055796733549 0.0011369525059975434 0.0016307070809275792 0.0018238696968790246 0.0013134219891942139 0.0010340016295308507
leaf_count=633 404 298 1065 1130 253 127
internal_value=0 3.58741e-05 -1.50389e-05 6.10836e-05 0.000142837 -2.52581e-05
internal_weight=0 0.00814146 0.00700451 0.0053738 0.00417129 0.00285787
internal_count=3910 3277 2979 1914 1510 1257
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 12
split_gain=2.36257e-05 2.99867e-05 2.3057e-05 4.32276e-05 5.48602e-05 2.62841e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 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=0.00025953480831447277 -0.00028587278634710451 -0.00030098125638844528 0.00036643828975786914 0.0002954514041133307 -0.00037908809555796418 -9.3207078113237372e-05
leaf_weight=0.0017591013077468036 0.0010025752168892768 0.0010135352134346869 0.0011055129054699658 0.0013012698728047743 0.0014386416214658133 0.0013767982020125526
leaf_count=534 279 261 475 349 214 1798
internal_value=0 3.34412e-05 -3.03395e-05 2.21869e-05 -7.02593e-05 9.56416e-05
internal_weight=0 0.00799486 0.00623576 0.00522222 0.00411671 0.00267807
internal_count=3910 3631 3097 2836 2361 2147
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=7
num_cat=0
split_feature=11 4 42 13 43 3
split_gain=4.01269e-05 3.91167e-05 3.52715e-05 5.31157e-05 2.77724e-05 5.88666e-05
threshold=0.077330000000000024 -0.0010999999999999996 0.084100000000000022 -0.00059999999999999995 -0.074254999999999988 0.096385000000000012
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=0.00060050769267912751 -0.00037073218632875183 0.00015245065988921943 -0.00013236718923241748 6.2396875955731185e-05 -0.0005026871547612878 4.322531023248916e-05
leaf_weight=0.001232195056646733 0.0010354118077794587 0.0013030403724234333 0.0010160454248621066 0.0016491018846538715 0.001319815793495023 0.0017885538377501987
leaf_count=696 279 468 1129 544 533 261
internal_value=0 3.86166e-05 0.000181752 0.000292522 -8.78391e-05 -0.000188569
internal_weight=0 0.00830875 0.00389734 0.0028813 0.00441141 0.00310837
internal_count=3910 3631 2369 1240 1262 794
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=9.96559e-06 2.47646e-05 3.56204e-05 3.0925e-05 2.35582e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01067220677266831 0.0069992242665264858 -0.016947031999630921 0.0025529816965437894 0.015592091408116536 -0.016257345030100921
leaf_weight=0.0013031504420767557 0.001628173656328431 0.0016495664958802933 0.0017073590720778141 0.0010151866446502164 0.0010914231254055373
leaf_count=562 441 525 1780 410 192
internal_value=0 -0.00171482 -0.00466935 0.000640828 -0.00478236
internal_weight=0 0.00676669 0.00546354 0.00381397 0.00279878
internal_count=3910 3469 2907 2382 1972
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=7
num_cat=0
split_feature=147 2 48 13 15 3
split_gain=4.42967e-05 3.2738e-05 3.91946e-05 4.82963e-05 5.81706e-05 5.81972e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.092059999999999989 -0.075679999999999983
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=0.00019783071782382956 0.00038443816970092635 -0.00037452837750902036 0.00034182649586784932 0.00011819567140436329 -0.00069397583930301218 -0.00010750233193873654
leaf_weight=0.0018887296533756674 0.0010166697159992725 0.0010401440832288151 0.0010810156226975457 0.0015869763725030218 0.00112887846253644 0.0015351999243609651
leaf_count=915 234 327 321 354 1256 503
internal_value=0 -4.9301e-05 -2.45259e-06 -6.30689e-05 -0.000178986 -0.000356015
internal_weight=0 0.00826094 0.0072208 0.00613978 0.00425105 0.00266408
internal_count=3910 3676 3349 3028 2113 1759
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 47 3
split_gain=1.94529e-05 3.28974e-05 4.36285e-05 6.31654e-05 5.15299e-05 5.50099e-05 5.33564e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 1.0000000180025095e-35 0.094625000000000015
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=0.00034974047158841412 0.00025358626039455426 -0.0003670357931673039 -0.00018779413108560998 -0.0004911766950088626 0.0004212498210262683 -0.0004615595096869489 0.00036301217977167998
leaf_weight=0.0012185690582367211 0.0010108934380328094 0.0010040763285914453 0.0014169736401732085 0.0010599360701535115 0.0010514956455735464 0.0010075663569007261 0.0012933039990029524
leaf_count=320 206 401 1349 337 870 239 188
internal_value=0 -3.4984e-05 1.2322e-05 -5.8213e-05 3.80087e-05 -7.03811e-05 7.50424e-05
internal_weight=0 0.00805192 0.00704784 0.00582928 0.00476934 0.00371784 0.00271028
internal_count=3910 3704 3303 2983 2646 1776 1537
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=6
num_cat=0
split_feature=13 3 39 3 0
split_gain=1.0307e-05 2.28715e-05 3.02623e-05 2.95459e-05 2.84815e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.074234999999999982 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.009269215752183561 -0.0066664670560527637 -0.013983122660379991 0.01519316641680258 -0.012654194399446518 0.012363307436491489
leaf_weight=0.0010447224913099533 0.00148088198945371 0.001198803186549767 0.0012235089216665043 0.0017855013896130242 0.0016773136036387375
leaf_count=210 2118 138 416 699 329
internal_value=0 -0.00134445 0.0011123 -0.00237255 0.00344022
internal_weight=0 0.00736601 0.00616721 0.0049437 0.0031582
internal_count=3910 3700 3562 3146 2447
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=7
num_cat=0
split_feature=4 12 3 2 2 1
split_gain=1.96999e-05 3.1278e-05 3.15869e-05 2.8508e-05 3.11215e-05 4.91631e-05
threshold=0.28937500000000005 -0.051479999999999991 0.11476000000000001 0.094010000000000024 0.086650000000000019 0.095575000000000007
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=-0.00035000039256713282 0.00018715532417700869 -0.00040731124554016875 0.00028621335495417082 -0.00028631010530908655 0.00031769481975196632 0.00016424695264709524
leaf_weight=0.001103940745715389 0.0017227752235617422 0.0010369264739474666 0.0012533926658389342 0.0015138972971811657 0.0010505266458866263 0.0013090336406083741
leaf_count=292 426 1106 143 820 850 273
internal_value=0 -4.60511e-05 8.38666e-06 -6.25296e-05 3.72149e-05 -8.83847e-05
internal_weight=0 0.00726772 0.00616378 0.00491038 0.00339649 0.00234596
internal_count=3910 3484 3192 3049 2229 1379
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=7
num_cat=0
split_feature=4 12 151 15 1 12
split_gain=1.07399e-05 2.50915e-05 2.654e-05 4.25984e-05 2.40367e-05 2.15496e-05
threshold=0.17888000000000001 0.096055000000000015 -0.0074049999999999993 -0.038029999999999987 0.081005000000000008 0.095000000000000015
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=0.013406395369987759 -0.0020876892911833949 -0.016432739541599014 -0.020135712566147539 0.011392589758548701 -0.0085423971359871505 0.01678701950510595
leaf_weight=0.0012223527879641548 0.0015180105338654772 0.0010430881256890748 0.0010925202078185558 0.0015266605911335735 0.0010017091851446955 0.0010056008352336068
leaf_count=511 474 700 629 908 567 121
internal_value=0 -0.00236421 0.00066573 -0.00363531 0.00349459 0.00543345
internal_weight=0 0.00588633 0.00484324 0.00362089 0.00252837 0.00252361
internal_count=3910 3315 2615 2104 1475 595
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=7
num_cat=0
split_feature=42 160 160 0 0 16
split_gain=1.02819e-05 2.47046e-05 2.1527e-05 2.65446e-05 4.24632e-05 7.08238e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.15517999999999996 0.0059850000000000016 -0.072804999999999981
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=-0.008868709459611655 -0.0095630142352677791 -0.0062955658008490116 -0.0085453497538516224 0.037304142266077138 -0.0038148900920412436 0.002524578981590394
leaf_weight=0.0011360239411597811 0.0016105728505907985 0.0010825315924038906 0.0010365024217549867 0.0011377353138173536 0.001185979252477497 0.0012062925411799904
leaf_count=1060 1040 161 332 574 205 538
internal_value=0 0.00136218 0.00447701 0.00740332 0.0116043 0.0194058
internal_weight=0 0.00725961 0.00564904 0.00461254 0.00353001 0.00234403
internal_count=3910 2850 1810 1478 1317 1112
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=7
num_cat=0
split_feature=15 42 43 2 15 16
split_gain=1.02876e-05 2.67161e-05 4.50813e-05 3.66529e-05 2.0607e-05 3.50127e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.113945 -0.033649999999999992 -0.092014999999999986
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=0.015736927936345426 -0.009357321081503809 -0.022968360509439109 0.0064192330581771991 -0.01003892476794245 0.017070447065941075 -0.010252553513159847
leaf_weight=0.0010382465380877049 0.0010336581940735496 0.0010437563620331984 0.001044233016326581 0.0012261392499462202 0.0019557552924481976 0.0010351942180717559
leaf_count=267 1436 679 505 326 350 347
internal_value=0 0.00129801 -0.00827121 0.00509995 0.00970691 0.00276132
internal_weight=0 0.00734332 0.00208799 0.00525534 0.0040292 0.00207344
internal_count=3910 2474 1184 1290 964 614
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=7
num_cat=0
split_feature=1 2 0 15 52 3
split_gain=2.41813e-05 3.40056e-05 1.98629e-05 6.04979e-05 4.78393e-05 5.33501e-05
threshold=0.076710000000000014 0.096540000000000015 -0.10575999999999998 -0.03231499999999999 -0.0066199999999999991 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0004372586377307637 -0.00011629951814380564 1.9399150697696555e-05 0.00017555625796291513 -0.00039416659533661469 0.00067220758609200931 5.0744845363763204e-05
leaf_weight=0.0010285629281430277 0.0014168863221679759 0.0016056231739259221 0.0017754153335571643 0.0012015722620813398 0.0010202917046899735 0.0011076356360479023
leaf_count=1452 236 556 582 748 161 175
internal_value=0 -0.000158911 6.36844e-05 -5.43954e-05 0.00016285 0.000348722
internal_weight=0 0.00263419 0.0065218 0.00297699 0.00354481 0.00212793
internal_count=3910 2008 1902 1330 572 336
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=7
num_cat=0
split_feature=2 52 150 2 12 15
split_gain=1.14123e-05 2.98528e-05 2.56714e-05 2.34357e-05 1.90147e-05 2.07569e-05
threshold=0.10946500000000002 0.084890000000000007 0.085285000000000014 0.12663500000000003 0.093125000000000013 -0.024209999999999999
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=-0.0093697069057796494 0.013849493280535398 -0.0155951708728549 -0.012684104206459011 -0.0057202645547610037 0.016795068804718174 0.0089855936527593015
leaf_weight=0.0011230405250621518 0.0014560594721227177 0.0013314988734242405 0.0010026186545311097 0.0010555523141249842 0.0010411719906198214 0.0013647880554667519
leaf_count=605 398 1032 274 369 456 776
internal_value=0 -0.00243127 0.0014366 0.00562493 0.00544841 0.000699755
internal_weight=0 0.00586312 0.00453162 0.00251161 0.003529 0.00248783
internal_count=3910 3143 2111 767 1837 1381
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=6
num_cat=0
split_feature=1 0 47 0 52
split_gain=1.02873e-05 2.76636e-05 1.9535e-05 3.00234e-05 6.70066e-05
threshold=0.076710000000000014 0.047345000000000005 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016708906299818967 -0.0053746394367404837 0.0047748747602492951 -0.0073653359865922113 -0.0058702549038771252 0.025224939170901198
leaf_weight=0.001152879089313615 0.0012918676224576014 0.0012483589204367635 0.0015690099692687465 0.001495896504907271 0.0016043554883447019
leaf_count=1913 251 95 328 982 341
internal_value=0 -0.00553989 0.00221248 0.00563399 0.0115759
internal_weight=0 0.00240124 0.00596113 0.00439212 0.00289622
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=7
num_cat=0
split_feature=52 4 15 2 0 43
split_gain=1.06417e-05 2.43821e-05 1.85254e-05 3.72327e-05 3.80092e-05 1.77435e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 0.11005500000000001 -0.032484999999999993 -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=-0.0052083332752839231 -0.014843379228147087 0.013391737481145867 -0.0072176430082776816 0.014461945374299821 -0.020503162900415154 0.011250808278090114
leaf_weight=0.0012896374960445652 0.0010062137860076259 0.001553983717192207 0.0010035403344800093 0.0012966818620634324 0.0011175144071226229 0.001080116143179664
leaf_count=795 321 395 1384 302 122 591
internal_value=0 0.00495624 -0.00257749 0.000166512 -0.00562407 0.00235595
internal_weight=0 0.00284362 0.00550407 0.00449785 0.00320117 0.00208366
internal_count=3910 1190 2720 2399 2097 1975
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=6
num_cat=0
split_feature=0 1 2 2 52
split_gain=9.26684e-06 2.91988e-05 3.85752e-05 3.31996e-05 2.17279e-05
threshold=-0.060094999999999989 0.085835000000000009 0.082715000000000025 0.11230000000000001 0.091210000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.016672859367899886 -0.0020917518163190529 -0.013430819029671524 0.019653693303613037 -0.0019036482966235972 0.015358425614288119
leaf_weight=0.0011459265887740176 0.0019279605271125654 0.0012342487804010609 0.0012867607899410053 0.0016060916705569466 0.0011327806238828101
leaf_count=1948 552 729 208 319 154
internal_value=0 -0.00255084 0.00137026 0.00768521 0.00436656
internal_weight=0 0.00527303 0.0041271 0.00289285 0.00306074
internal_count=3910 3204 1256 527 706
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 3
split_gain=2.95198e-05 5.79654e-05 2.97856e-05 4.73864e-05 5.07365e-05 3.10559e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.074234999999999982
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=0.0003166818678555843 -0.00044339227340634138 0.0002317740107564248 0.00033760359101540086 0.00014624998781709975 -3.8646510036078634e-05 -0.00047810992657540614
leaf_weight=0.0010056315515372194 0.001169652851996392 0.0018932381936493025 0.0010214511608831276 0.0014818758716185674 0.0010081767853910974 0.0015984643016445411
leaf_count=517 856 586 402 871 319 359
internal_value=0 -3.93309e-05 2.81541e-05 -2.46878e-05 -0.000143446 -0.000308138
internal_weight=0 0.00817286 0.00700321 0.00598176 0.00408852 0.00260664
internal_count=3910 3393 2537 2135 1549 678
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=9.34993e-06 2.22309e-05 2.09551e-05 4.90293e-05 1.86018e-05
threshold=-0.044024999999999988 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0029811638992966322 -0.013652499733194469 0.014375490022921843 -0.015551534314898367 0.019580444304215249 0.00068781709909154309
leaf_weight=0.0017258428140083217 0.0012848453349511716 0.0012891817578714257 0.0011430228488117956 0.0010514563078734109 0.0018422255077383031
leaf_count=655 426 1193 845 224 567
internal_value=0 0.0044403 -0.00252972 0.00101056 -0.00553007
internal_weight=0 0.00301502 0.00532155 0.0040367 0.00298525
internal_count=3910 1848 2062 1636 1412
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=7
num_cat=0
split_feature=157 160 16 0 12 2
split_gain=1.44672e-05 6.09241e-05 2.18469e-05 3.98746e-05 5.92981e-05 3.92999e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 0.084100000000000022 0.096540000000000015
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=0.00021601651251316407 -0.00046717309375678015 -0.00012136319748008418 -0.00032363549673060263 0.00062742078355025675 1.5712078434650567e-05 0.00015060987934444777
leaf_weight=0.0010101259949650571 0.0010731659986711111 0.001527676413504622 0.0014274404481438934 0.0010769009646052954 0.0014030899296368624 0.0012690870724230354
leaf_count=587 813 183 469 343 1138 377
internal_value=0 -3.34144e-05 3.6019e-05 0.000127833 0.000281338 -0.000100438
internal_weight=0 0.00777736 0.00670419 0.00400767 0.00247999 0.00269653
internal_count=3910 3323 2510 1664 1481 846
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=7
num_cat=0
split_feature=157 160 15 52 49 2
split_gain=1.83877e-05 5.0555e-05 2.44845e-05 4.29418e-05 6.92963e-05 7.75892e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.14487999999999998 0.071660000000000015 -0.081419999999999979 0.094010000000000024
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=0.00024594242458339386 -0.00042523934249415944 0.00029870814994150953 0.00030754559953854012 0.00023266008824637289 -1.6181650278465315e-05 -0.00065860201642299772
leaf_weight=0.0010025661395081141 0.0011033574385157395 0.0010754563674144043 0.0010083854211091377 0.0017442773616131316 0.0017111443371606336 0.0012514227304312275
leaf_count=563 828 326 168 750 756 519
internal_value=0 -3.59605e-05 2.72899e-05 -2.37839e-05 -0.000136429 -0.000287547
internal_weight=0 0.00789404 0.00679069 0.00571523 0.00397095 0.00296257
internal_count=3910 3347 2519 2193 1443 1275
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=6
num_cat=0
split_feature=11 4 0 16 1
split_gain=2.35594e-05 2.60773e-05 2.78384e-05 4.9422e-05 2.33921e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10131499999999999 -0.094359999999999986 0.076710000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=5.439787466597952e-06 -0.00028560348250900876 -0.0001556074120362178 -0.00029648273752438611 0.0003791008943871106 0.00031733370441416295
leaf_weight=0.0019432248635779365 0.001001276380270308 0.0018155879015505228 0.0014096348939515299 0.0010482957939319164 0.0017635571105077516
leaf_count=1494 279 372 781 109 875
internal_value=0 3.34781e-05 -7.09115e-05 4.01172e-05 0.000153828
internal_weight=0 0.0079803 0.00427352 0.00286388 0.00370678
internal_count=3910 3631 1262 481 2369
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=5
num_cat=0
split_feature=52 16 0 1
split_gain=1.01059e-05 2.07165e-05 3.68193e-05 2.03093e-05
threshold=-0.048794999999999991 -0.055679999999999993 -0.11756999999999999 0.099595000000000017
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0026934787997690054 -0.0090709822867898228 -0.010719533024841819 0.011423500456489655 0.014314368086525447
leaf_weight=0.0015891996886724846 0.001612853861856538 0.0019751532442505268 0.0019203014469224792 0.0012577699497282396
leaf_count=742 339 817 1564 448
internal_value=0 -0.00251735 0.00206795 0.00482046
internal_weight=0 0.00550831 0.00353316 0.00284697
internal_count=3910 2720 1903 1190
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=8
num_cat=0
split_feature=159 4 16 16 2 2 3
split_gain=3.526e-05 3.85151e-05 4.37511e-05 5.67738e-05 5.39771e-05 5.194e-05 1.8585e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.094359999999999986 0.15100500000000003 0.086915000000000006 0.096970000000000015 -0.018854999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.00034728668795092695 3.0287949269275419e-05 0.00031591152220922957 -3.6645357356940276e-05 1.4880157171604014e-05 0.00053344007309090056 -0.00057837939780870185 -0.00034979216052407079
leaf_weight=0.0010258472087179048 0.0011448169748902017 0.0015598003882752245 0.0011620536145996135 0.0011584418340958625 0.001417390686576443 0.0010186082296203311 0.0010020754659367177
leaf_count=633 328 412 918 433 875 172 139
internal_value=0 3.76359e-05 -2.52397e-05 8.02177e-05 0.000276614 -0.000256292 -0.00015426
internal_weight=0 0.00846319 0.00690339 0.00473996 0.00257944 0.00216343 0.00216052
internal_count=3910 3277 2865 2365 1793 500 572
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 47 3
split_gain=3.14709e-05 4.62679e-05 3.74098e-05 6.59029e-05 3.59377e-05 5.05559e-05 5.30078e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 1.0000000180025095e-35 0.094625000000000015
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=0.00032382716432215224 0.00032358419300632508 -0.00042802261179013436 -0.00016689737240098125 -0.00049043396493142792 0.00036497170036689573 -0.00041932868287208034 0.00037737453884368553
leaf_weight=0.0012377241690981122 0.0010148661073119637 0.0010440768388322108 0.0014348977224445335 0.0010738731520802377 0.0010631139361698128 0.0010068384889178003 0.0013216267417284185
leaf_count=320 206 401 1349 337 870 239 188
internal_value=0 -4.24908e-05 1.39005e-05 -5.11132e-05 4.6634e-05 -4.32934e-05 9.4056e-05
internal_weight=0 0.00818215 0.00713807 0.00590035 0.00482648 0.00376336 0.00275652
internal_count=3910 3704 3303 2983 2646 1776 1537
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=6
num_cat=0
split_feature=42 0 15 3 1
split_gain=9.87423e-06 2.32508e-05 3.73946e-05 2.82268e-05 4.32953e-05
threshold=0.093125000000000013 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 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=-0.0038406320565192945 -0.0088010091881238206 0.01264257750051713 -0.018003785761892724 -0.0092545424079863488 0.019192908717259118
leaf_weight=0.0016516439918238769 0.0011107916810283967 0.0014519527520833455 0.0011111296862900792 0.0014431382430350813 0.0016130303875517686
leaf_count=1119 787 272 1102 245 385
internal_value=0 0.00132194 -0.00150281 0.00239173 0.00753992
internal_weight=0 0.0072709 0.00581894 0.00470781 0.00326467
internal_count=3910 3123 2851 1749 1504
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=6
num_cat=0
split_feature=42 43 4 4 4
split_gain=9.93891e-06 2.23971e-05 2.86815e-05 2.43647e-05 2.93857e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0010999999999999996 0.17888000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00875334901337705 0.013451013043578798 -0.016579071402419814 0.012400557772389593 -0.013325956769969394 0.0053268220111219872
leaf_weight=0.0011269265159152162 0.0012614317877044107 0.001009531931109189 0.0015314933352678479 0.0014914926333665761 0.0019473171015600128
leaf_count=1060 581 246 1119 496 408
internal_value=0 0.0013422 -0.00121212 0.0019091 -0.00276333
internal_weight=0 0.00724127 0.00597984 0.0049703 0.00343881
internal_count=3910 2850 2269 2023 904
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=7
num_cat=0
split_feature=3 160 16 0 1 0
split_gain=1.12611e-05 2.00949e-05 4.16852e-05 3.34111e-05 2.40909e-05 1.29992e-05
threshold=0.13772500000000001 -0.081069999999999989 -0.055679999999999993 -0.06402999999999999 0.11052000000000002 -0.15137999999999999
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=0.011314542229553038 0.0088723264476205082 0.017570611659818571 -0.026693221890147775 -0.0039975556720556176 -0.0085232035456377347 0.0024675559667070935
leaf_weight=0.0010402467794435027 0.001217773826204578 0.0010685147501284164 0.0010712873192279739 0.0016441194001343567 0.0010941387299012724 0.0012212086901534046
leaf_count=775 239 146 875 426 203 1246
internal_value=0 -0.00153181 -0.00372279 -0.0129515 0.00368286 0.0095155
internal_weight=0 0.00713952 0.00609927 0.00271541 0.00338386 0.00228972
internal_count=3910 3671 2896 1301 1595 1392
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=6
num_cat=0
split_feature=52 4 151 12 1
split_gain=1.00126e-05 2.06252e-05 1.77017e-05 4.15462e-05 3.2319e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.0008699999999999999 0.098845000000000016 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0045534051395929188 -0.014217606206956107 0.01256144648595117 -0.0031177324402437215 -0.015993160059201889 0.016768231760369408
leaf_weight=0.001287649224755777 0.001045141886864622 0.0015537945583295773 0.0017856797254354169 0.0011644025186713395 0.0015069852794552718
leaf_count=795 372 395 1557 394 397
internal_value=0 0.00480556 -0.00250439 0.000242251 0.00598367
internal_weight=0 0.00284144 0.00550221 0.00445707 0.00329267
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=7
num_cat=0
split_feature=3 160 16 3 48 15
split_gain=9.26789e-06 1.65683e-05 3.48291e-05 3.28173e-05 2.42457e-05 1.94393e-05
threshold=0.13772500000000001 -0.081069999999999989 -0.055679999999999993 -0.018854999999999997 0.086215000000000014 -0.03231499999999999
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=0.010280780780641374 0.0080521376610652468 0.018712895604128969 -0.0029742490970761917 -0.025530651902661045 -0.0081999469343280243 -0.00010541230551350858
leaf_weight=0.0010384407790965076 0.0012166483363732607 0.0011323750961677035 0.0016401629431441671 0.0010630633372302645 0.001175952002909915 0.0010654026214614073
leaf_count=775 239 354 1029 272 205 1036
internal_value=0 -0.00139247 -0.00338722 -0.0118447 0.00338941 0.00959047
internal_weight=0 0.0071154 0.00607696 0.00270323 0.00337373 0.00219778
internal_count=3910 3671 2896 1301 1595 1390
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=7
num_cat=0
split_feature=376 43 4 457 13 15
split_gain=2.52147e-05 4.64185e-05 5.23019e-05 3.22586e-05 4.28906e-05 5.52825e-05
threshold=0.048375000000000008 -0.068454999999999988 0.08734500000000002 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976
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=-3.851117735963565e-05 0.00029415703984977969 6.7914225786555902e-05 0.00052936864711030371 0.00016575817045475215 -0.00015546096329427142 -0.00072277111985846547
leaf_weight=0.0016375914485549157 0.0010055019296064246 0.0014003056017643381 0.0010069536852526169 0.0010692852898974599 0.0019348258981881433 0.0010026128808586817
leaf_count=1302 206 283 230 172 532 1185
internal_value=0 -3.51635e-05 0.000177718 -0.000139283 -0.000214478 -0.000349096
internal_weight=0 0.00805157 0.00264455 0.00540703 0.00433774 0.00293744
internal_count=3910 3704 1532 2172 2000 1717
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=7
num_cat=0
split_feature=52 1 15 2 0 12
split_gain=1.04204e-05 1.96493e-05 1.78564e-05 3.01391e-05 3.56364e-05 1.87657e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.19153499999999998 0.11005500000000001 -0.032484999999999993 0.08401500000000002
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=-0.0024797648923301969 -0.0145831750063429 0.01428507266948697 -0.0066205943361991766 0.013031129864251657 -0.019449460807105412 0.012394880584316597
leaf_weight=0.001585612365681645 0.0010073879600758116 0.0012504564267926492 0.0010601666040859824 0.0012929980537765232 0.0011189677298617581 0.0010166623660869641
leaf_count=742 321 448 327 302 122 1648
internal_value=0 0.00491205 -0.00255132 0.0001489 -0.00506316 0.00268798
internal_weight=0 0.00283607 0.00549618 0.00448879 0.0031958 0.00207683
internal_count=3910 1190 2720 2399 2097 1975
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=2.11769e-05 3.41168e-05 4.17698e-05 8.03836e-05 4.67843e-05 4.96527e-05 6.04572e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.10796500000000002
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=0.0003429264663224607 0.00026395736360022815 -0.0003742706926580743 -0.0003616039973003829 -0.00054217168593574704 0.00038563980506510476 0.00046795063956316633 -0.00017667956582776036
leaf_weight=0.0012089706082304228 0.0010109640472151333 0.0010094288048317288 0.0013291799113074806 0.0010739940041627925 0.0012047897373485611 0.0010248774680298614 0.0012314474734828004
leaf_count=320 206 401 913 337 1374 182 177
internal_value=0 -3.70548e-05 1.10695e-05 -5.73455e-05 5.13535e-05 -6.09723e-05 0.000116127
internal_weight=0 0.00808269 0.00707326 0.00586429 0.00479029 0.0035855 0.00225632
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=7
num_cat=0
split_feature=52 13 52 15 3 1
split_gain=9.72515e-06 3.01824e-05 3.12034e-05 2.45668e-05 2.18807e-05 4.88183e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.0039399999999999991 -0.069909999999999986 0.096035000000000023
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00038113406083762046 -0.008482737121893541 0.01119281294754491 -0.017268223050843891 0.021554230229341026 0.012037822054411352 -0.01664910593128582
leaf_weight=0.0010784926468794924 0.0011660297743912437 0.0011884495443028383 0.001406604294351522 0.0011140811045338677 0.0012537104740132476 0.0011260165570085659
leaf_count=609 647 608 1114 402 249 281
internal_value=0 0.00136473 -0.00294338 0.0111395 -0.00738044 -0.00153599
internal_weight=0 0.00716735 0.00497478 0.00219257 0.00378633 0.00237973
internal_count=3910 3263 2252 1011 1644 530
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=7
num_cat=0
split_feature=376 1 52 160 52 12
split_gain=2.20098e-05 3.78631e-05 2.79351e-05 4.30373e-05 3.20324e-05 4.49228e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 -0.013634999999999998 -1.0000000180025095e-35 0.085605000000000014
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=0.00033151249291463761 0.00027101623083132618 0.00029172352765397224 -0.00037950648577619623 -0.00032581344549072904 -0.000215117450150167 0.00026883530103776545
leaf_weight=0.0010006186316359892 0.0010018865853967966 0.0011505023922282268 0.0010966316962759794 0.0017585735761148392 0.0015984394148472118 0.0013690156895812548
leaf_count=598 206 276 662 860 378 930
internal_value=0 -3.73238e-05 -9.28059e-05 -3.79038e-05 -0.000116119 8.15094e-06
internal_weight=0 0.00797378 0.00682328 0.00572665 0.00472603 0.00296746
internal_count=3910 3704 3428 2766 2168 1308
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=8
num_cat=0
split_feature=11 4 3 1 2 3 1
split_gain=2.36896e-05 3.84401e-05 5.23338e-05 4.12683e-05 4.54379e-05 7.01711e-05 7.54428e-06
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 0.088675000000000018 1.0000000180025095e-35 0.11818000000000002 0.11797500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00051648417685867126 -0.00028726291584058169 -0.00035340798652758605 -6.6359756495709519e-05 -5.735731156780934e-05 0.00054032421893649254 -0.00014269367030982148 -0.00029778577337221908
leaf_weight=0.0012559886147372908 0.0010034596533270495 0.0013588030883514559 0.0011208698805213523 0.001000500895880242 0.0012514933167045218 0.0010750859336315192 0.0010066012292126903
leaf_count=973 279 1383 172 416 325 186 176
internal_value=0 3.21925e-05 0.000241629 -5.52562e-05 3.82277e-05 0.000224709 -0.000177937
internal_weight=0 0.00806934 0.00237686 0.00569248 0.00433368 0.00232658 0.0020071
internal_count=3910 3631 1145 2486 1103 511 592
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=8
num_cat=0
split_feature=159 4 48 2 52 13 3
split_gain=3.37442e-05 3.79227e-05 3.37548e-05 5.01029e-05 5.31722e-05 7.31696e-05 7.95573e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 0.093845000000000012 0.10393500000000001 -0.092854999999999979 -0.083514999999999992 -1.0000000180025095e-35
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=-0.00034497748200002068 -0.00038734019202217514 0.00031552288569709346 0.0003018822678491321 -0.00043769297484718295 0.00055338763912606817 -0.00038097508205408621 0.00033618195719272662
leaf_weight=0.0010005905475810968 0.0010034064031044822 0.0015245527331677203 0.0010178962059792596 0.0012218469960777962 0.0010639371580430518 0.0013452389725446706 0.0010659764207324178
leaf_count=633 424 412 331 449 470 1098 93
internal_value=0 3.63335e-05 -2.70216e-05 -8.57525e-05 1.02644e-05 0.000125068 -6.39265e-05
internal_weight=0 0.00824285 0.0067183 0.00570041 0.00447856 0.00347515 0.00241122
internal_count=3910 3277 2865 2534 2085 1661 1191
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=7
num_cat=0
split_feature=147 1 13 15 4 13
split_gain=2.96749e-05 3.22277e-05 4.28646e-05 7.61349e-05 3.83968e-05 2.75999e-05
threshold=1.0000000180025095e-35 0.10752500000000002 -0.070174999999999987 -0.074174999999999977 -0.0010999999999999996 -0.028919999999999998
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=-0.0001991938604964923 0.00031630338393640972 0.00044943016044751678 0.00033730829427372705 -0.00041217418508590712 -0.00035559551970152102 0.00015159372340636053
leaf_weight=0.0015650953410820865 0.0010419044247373605 0.0010376919185924515 0.0010398007103800729 0.0010446065403914165 0.0018470516153211896 0.0019205096082391955
leaf_count=1260 234 335 195 145 753 988
internal_value=0 -3.44043e-05 0.000123809 -3.8297e-05 -0.000127033 -5.91581e-06
internal_weight=0 0.00845476 0.0031221 0.00208441 0.00533266 0.0034856
internal_count=3910 3676 675 340 3001 2248
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=7
num_cat=0
split_feature=147 52 12 1 3 0
split_gain=4.29948e-05 4.50531e-05 3.87625e-05 6.32408e-05 6.60274e-05 4.5537e-05
threshold=1.0000000180025095e-35 0.11401500000000002 0.10333000000000002 0.11097000000000001 0.090325000000000003 -0.073129999999999987
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=-0.00027401866255716875 0.0003747807314762542 -0.00040244085106808531 0.00036348985878898772 -0.00039823640104191821 0.00049792354663339756 0.00016796395436142667
leaf_weight=0.0018688986561765167 0.0010335169616514676 0.0011901440854480338 0.0010201130191798535 0.0015066737156575871 0.0010451073228814494 0.0017219858439483566
leaf_count=1755 234 639 323 384 137 438
internal_value=0 -4.91651e-05 9.53407e-06 -4.92474e-05 6.41722e-05 -6.20687e-05
internal_weight=0 0.00835292 0.00716278 0.00614267 0.00463599 0.00359088
internal_count=3910 3676 3037 2714 2330 2193
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=7
num_cat=0
split_feature=159 1 4 4 0 12
split_gain=3.03008e-05 3.95107e-05 8.56903e-05 5.22881e-05 5.52467e-05 3.9931e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 -0.17106499999999999 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00032015250138225552 0.00033501458376755655 -0.00011427392423956057 0.00062245034634420015 9.8459328418495809e-05 -0.00048116283228231955 -9.0736233353546169e-05
leaf_weight=0.0010292776936131369 0.0016208047194574411 0.0012365455030171845 0.0011922234547278234 0.0010374791680416305 0.0016185815808304107 0.001773911255610449
leaf_count=633 321 240 322 106 610 1678
internal_value=0 3.61079e-05 0.000247366 -4.86907e-05 -0.000254758 0.000112538
internal_weight=0 0.00847955 0.00242877 0.00605078 0.00265606 0.00339472
internal_count=3910 3277 562 2715 716 1999
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=8
num_cat=0
split_feature=147 0 49 47 49 16 52
split_gain=2.47252e-05 3.26618e-05 5.1226e-05 6.59019e-05 4.66325e-05 3.26424e-05 1.69023e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 1.0000000180025095e-35 0.09252500000000001 -0.053904999999999988 -0.013024999999999998 0.090640000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3
right_child=-2 6 -4 -5 5 -7 -8
leaf_value=-0.00019231094056472239 0.00029000701288892387 0.0003348845239505639 -0.00046838254546074064 -0.00040983381529704593 0.00047343349836365248 8.6718209224946605e-06 -1.372894347983814e-05
leaf_weight=0.0012527354203866682 0.0010004781588503495 0.0011410522591361241 0.001223484852409972 0.0012398811177128793 0.0013623706114831947 0.0010130316825610144 0.0010062506346128321
leaf_count=331 234 316 781 270 1416 467 95
internal_value=0 -3.64174e-05 -0.000109717 -1.95733e-05 0.000113794 0.000275228 0.00017152
internal_weight=0 0.00823881 0.0060915 0.00486802 0.00362814 0.0023754 0.0021473
internal_count=3910 3676 3265 2484 2214 1883 411
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=7
num_cat=0
split_feature=147 0 13 15 16 4
split_gain=3.15615e-05 3.89851e-05 4.0512e-05 3.71192e-05 3.4847e-05 3.40011e-05
threshold=1.0000000180025095e-35 -0.075584999999999986 0.11202500000000001 -0.03231499999999999 -0.30307999999999996 0.0057500000000000008
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=-0.00045665184468565229 0.00032304639269444219 0.00026470058517349704 0.00043543977643030197 -0.0002049231249057049 -0.00027072695732684914 0.00012476242579752294
leaf_weight=0.0011849424038626738 0.0010022905949621857 0.0010588260923715415 0.0010225356476381477 0.0016640014069092468 0.0016097649474894917 0.0017382182854132034
leaf_count=325 234 456 133 578 1867 317
internal_value=0 -4.53616e-05 0.000102669 -2.23005e-05 -0.000167673 -6.53953e-05
internal_weight=0 0.00827829 0.00374536 0.00272283 0.00453293 0.00334798
internal_count=3910 3676 1167 1034 2509 2184
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=6
num_cat=0
split_feature=4 151 16 15 16
split_gain=1.13667e-05 2.55408e-05 4.84411e-05 2.84822e-05 2.77844e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 -0.064869999999999983 0.10994000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012378990041539695 0.0075147588198448377 -0.017934639541150536 -0.012381850465919969 0.019984167147112028 -0.000436111627329391
leaf_weight=0.0010697934173156572 0.0016164149241510222 0.0018208179690989319 0.0010428269167013413 0.0010392524693659453 0.0018567733331647681
leaf_count=497 426 578 587 1410 412
internal_value=0 -0.00181069 -0.00444626 0.00178903 0.0068918
internal_weight=0 0.00682946 0.00575967 0.00393885 0.00289603
internal_count=3910 3484 2987 2409 1822
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=7
num_cat=0
split_feature=43 1 42 16 150 3
split_gain=1.05412e-05 2.74029e-05 4.23411e-05 4.1797e-05 2.51182e-05 3.13259e-05
threshold=-0.18906999999999999 0.12162500000000001 0.085545000000000024 0.064860000000000015 0.081245000000000026 0.045635000000000002
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=0.0087853173672554578 0.010590922097216161 0.011831149428538437 -0.02081483661218755 -0.016911615107625701 0.017252084812525697 -0.011975145196154915
leaf_weight=0.0011700017499067872 0.001247504990713231 0.0012809610547892189 0.0012307919107127138 0.0011178965833144165 0.0011716440932372329 0.0012136239529197835
leaf_count=261 1137 361 1355 373 261 162
internal_value=0 -0.00144259 -0.00428523 -2.78452e-06 0.00520049 -0.000536784
internal_weight=0 0.00726242 0.00598146 0.00475067 0.00363277 0.00246113
internal_count=3910 3649 3288 1933 1560 1299
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=7
num_cat=0
split_feature=376 43 2 3 3 2
split_gain=1.80301e-05 3.30797e-05 4.60926e-05 3.09433e-05 5.61358e-05 4.93305e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.086245000000000016 -0.12008499999999998 0.10679500000000001
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=0.00038056886210288964 0.00024077272193238948 -2.5698056139962064e-05 -0.00014771070490943641 0.00028166595463684018 -0.00064121510257778697 -0.00021493388960693618
leaf_weight=0.0014286447887202956 0.0010082281250783235 0.0012969743677702585 0.0011430180610403756 0.0013714119778151072 0.001015853724089045 0.0017509815934148617
leaf_count=576 206 257 841 223 1553 254
internal_value=0 -3.7457e-05 0.000145766 -0.000124149 -0.000296049 3.18178e-06
internal_weight=0 0.00800688 0.00257166 0.00543522 0.00231283 0.00312239
internal_count=3910 3704 1417 2287 1810 477
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=7
num_cat=0
split_feature=11 13 1 1 43 0
split_gain=2.70735e-05 2.8621e-05 4.95254e-05 3.49992e-05 2.29094e-05 4.34391e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11593500000000001 -0.08799499999999999 -0.23029999999999998
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=-5.7088770806549867e-05 -0.0003025371673362601 0.00030690001356971315 0.00049330105522422713 -0.00029292364581766443 0.00026850002766234694 -0.00020979645095484044
leaf_weight=0.0012989128148126984 0.0010271469108033759 0.0010229852704715741 0.0012179325927584974 0.0015524797844100029 0.0011649913995901988 0.0019553645413054131
leaf_count=926 279 414 647 265 131 1248
internal_value=0 3.51192e-05 0.000209252 -4.18258e-05 5.22588e-05 -3.12235e-05
internal_weight=0 0.00821267 0.00251685 0.00569582 0.00414334 0.00312036
internal_count=3910 3631 1573 2058 1793 1379
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=7
num_cat=0
split_feature=0 1 4 49 12 2
split_gain=9.82746e-06 2.27073e-05 2.17343e-05 4.54414e-05 4.87062e-05 1.9737e-05
threshold=0.055865000000000005 0.076710000000000014 0.0051950000000000008 -0.029304999999999998 0.051320000000000005 0.086775000000000005
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=-0.014031865895504057 0.0074233905369709341 0.0025351463405941764 0.023296557299148583 0.010020208332536445 -0.017526334889585663 -0.016980179854567363
leaf_weight=0.0012122098654719594 0.0014630316147280151 0.0010421341809201021 0.0010438141894933348 0.0015566368876138159 0.0010922679842741523 0.0010308795752091403
leaf_count=1921 255 685 149 349 209 342
internal_value=0 -0.00159079 0.00102486 0.00562503 -0.00133853 -0.00716954
internal_weight=0 0.00697794 0.00576573 0.00369272 0.0026489 0.00207301
internal_count=3910 3655 1734 707 558 1027
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=7
num_cat=0
split_feature=51 484 12 48 4 52
split_gain=9.1439e-06 2.86916e-05 2.21255e-05 2.24085e-05 3.79268e-05 5.92255e-05
threshold=0.08955500000000001 0.042570000000000004 -0.036459999999999992 0.086215000000000014 0.05309500000000001 0.071660000000000015
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=-0.014726063930107986 -0.0078912600124554106 0.016945590352193462 -0.02147319846961742 -0.011435327334695737 0.014832847266788485 0.01204413801376128
leaf_weight=0.0010123732598851399 0.0012573665267342094 0.0010134120144685487 0.0010398546833484479 0.0010693877437461946 0.0019632746671116221 0.0010693301908103522
leaf_count=377 487 507 976 299 451 813
internal_value=0 0.00135427 -0.00121315 0.0014474 0.00483028 -0.00448033
internal_weight=0 0.00716763 0.00615422 0.00514185 0.00407246 0.00210918
internal_count=3910 3423 2916 2539 2240 1789
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=8
num_cat=0
split_feature=157 160 49 43 13 2 3
split_gain=2.14627e-05 9.31061e-05 3.95918e-05 4.03382e-05 5.85856e-05 3.49971e-05 3.94416e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.073139999999999983 -0.0097449999999999985 0.087995000000000004 0.11265500000000002
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=0.00026376334228049971 -0.00055627814633374103 0.00051257161026170203 0.00040365212494413154 -0.00038752052215865825 -0.00011765977480664086 0.00023849925910841445 -0.00027853294424864245
leaf_weight=0.0010277756588898965 0.0011407854382113848 0.0011153212063115191 0.0010262101184143491 0.0013771624711388882 0.001153679412513984 0.001271552471362597 0.0010241367779357372
leaf_count=563 828 334 392 798 334 521 140
internal_value=0 -3.7008e-05 4.8005e-05 -1.34184e-05 0.000192129 -0.000140401 7.84448e-06
internal_weight=0 0.00810885 0.00696806 0.00594185 0.002269 0.00367285 0.00229569
internal_count=3910 3347 2519 2127 668 1459 661
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=8
num_cat=0
split_feature=159 47 0 1 2 3 1
split_gain=3.14073e-05 4.88617e-05 4.66939e-05 6.40392e-05 4.6917e-05 6.11887e-05 5.14814e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 -0.15517999999999996 0.11257500000000001 0.10393500000000001 -0.084129999999999996 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=-0.00032108939111210211 -0.00030146612723429489 0.00036297667900042884 -0.00027773938539250718 0.00047972630355539765 -0.00039952305977116164 0.00058204894818017115 -3.6750831595734039e-05
leaf_weight=0.0010383231077248931 0.001792163799761738 0.0014906350533871087 0.0012125742667304152 0.0011269571343978978 0.0010780190180039442 0.0010486438181692426 0.0010193852680939904
leaf_count=633 229 226 875 392 451 659 445
internal_value=0 3.95564e-05 -2.66868e-05 6.30848e-05 -4.46412e-05 7.19743e-05 0.000277026
internal_weight=0 0.00876838 0.00727774 0.00548558 0.00435862 0.0032806 0.00206803
internal_count=3910 3277 3051 2822 2430 1979 1104
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=7
num_cat=0
split_feature=49 2 2 3 0 3
split_gain=9.96858e-06 3.36884e-05 2.58185e-05 4.91255e-05 3.11019e-05 3.96427e-05
threshold=0.079765000000000016 0.114165 0.10571000000000001 0.090325000000000003 -0.073129999999999987 -0.081664999999999988
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=-0.015073366936902194 0.0082133541791813477 0.015396666885294308 -0.018217094005606043 0.018530034349768156 -0.010856561032475568 0.016713778605406838
leaf_weight=0.001990647332145502 0.0012513218993018011 0.0010181189886703029 0.0010881028531520599 0.0010074107362410293 0.0010851516920251788 0.0010041113556546891
leaf_count=1865 770 408 225 165 202 275
internal_value=0 -0.00145733 -0.00423598 -0.00124563 -0.00612863 0.0023939
internal_weight=0 0.00719354 0.00617542 0.00508732 0.00407991 0.00208926
internal_count=3910 3140 2732 2507 2342 477
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 49
split_gain=1.52786e-05 3.57192e-05 3.98018e-05 6.59807e-05 5.44292e-05 4.3763e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -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=0.00049402800213786495 0.00022183174384212843 -0.00038002492680940414 -0.00025641213788463884 -0.00018753413456050735 -0.00037964816581611703 0.00029918458863382747
leaf_weight=0.0012356474210293983 0.0010152061201951978 0.0010009867592039737 0.0015966823649579661 0.0011336176127265749 0.0011747945510834504 0.0019017691474903563
leaf_count=693 206 401 1074 237 358 941
internal_value=0 -3.34413e-05 1.58204e-05 9.56372e-05 -2.12866e-05 0.000117411
internal_weight=0 0.0080435 0.00704251 0.00544583 0.00421018 0.00303539
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=7
num_cat=0
split_feature=157 160 12 160 13 16
split_gain=1.77332e-05 6.17526e-05 3.64279e-05 3.11234e-05 2.90669e-05 6.96341e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 -0.060719999999999989 -0.074204999999999979
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=0.00023916689943739644 -0.00046270193491795668 -0.00028416944521711764 0.00034651232576375488 -0.00021178856858030371 0.00029635643073380947 -0.00032835064185648998
leaf_weight=0.0010312129758186335 0.0011133162172945873 0.0011511042434515263 0.001973375367975475 0.0010295361949114734 0.0016481168691931446 0.0011751473385486816
leaf_count=563 828 391 693 318 742 375
internal_value=0 -3.38563e-05 3.45716e-05 9.75468e-05 0.000163942 3.63302e-05
internal_weight=0 0.0080906 0.00697728 0.00582618 0.00479664 0.00282326
internal_count=3910 3347 2519 2128 1810 1117
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=7
num_cat=0
split_feature=376 43 2 457 13 15
split_gain=1.55626e-05 3.16656e-05 3.85364e-05 3.41207e-05 3.73663e-05 5.32239e-05
threshold=0.048375000000000008 -0.068454999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976
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=0.00035242181948159928 0.00022565232014956082 6.9172705298731956e-05 -0.00012368705671789656 0.00019509679319659973 -0.00013060350314707416 -0.00068669100258357898
leaf_weight=0.00148929691751539 0.0010155948933358331 0.0013910883241919272 0.0011648119301397423 0.001072192228518727 0.0019339454229629041 0.0010059208360730103
leaf_count=643 206 283 889 172 532 1185
internal_value=0 -3.19143e-05 0.000143471 -0.000118066 -0.000195595 -0.000320877
internal_weight=0 0.00805726 0.00265411 0.00540315 0.00433095 0.00293987
internal_count=3910 3704 1532 2172 2000 1717
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=7
num_cat=0
split_feature=52 13 4 4 0 2
split_gain=9.28679e-06 3.21307e-05 3.18187e-05 3.22865e-05 2.82746e-05 2.07184e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.0010999999999999996 0.074650000000000008 -0.053834999999999994 0.099990000000000009
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=0.0016035447325849252 -0.0082548739586224881 0.017143960167515102 -0.024477957731827499 -0.002214004153945741 -0.0054881872244065232 0.020921331461002047
leaf_weight=0.0011024998763779373 0.0011811817220648314 0.0011125581597130807 0.0010068675281302863 0.00184472752142498 0.0010956044503075909 0.0011183775004345697
leaf_count=778 647 1171 338 393 350 233
internal_value=0 0.00130433 -0.00309689 -0.0100752 0.00591477 0.0113315
internal_weight=0 0.00728064 0.00505976 0.0028516 0.00220816 0.00222088
internal_count=3910 3263 2252 731 1521 1011
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=8.90054e-06 2.68191e-05 3.62048e-05 4.86102e-05 3.24013e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0083112581317013254 0.015154197482614352 -0.015723752746554083 -0.0070662557389477715 -0.020580205941030893 0.011863643671373658
leaf_weight=0.0011116717352500456 0.0014392338932591921 0.0010952254862638486 0.0017334733924150539 0.0011774303948022605 0.0018901021859467138
leaf_count=280 410 792 1748 368 312
internal_value=0 -0.00129072 0.00124242 -0.00292802 0.00280782
internal_weight=0 0.00733547 0.00624024 0.00480101 0.00362358
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=6
num_cat=0
split_feature=43 52 16 15 2
split_gain=1.02617e-05 2.25031e-05 4.38975e-05 2.21546e-05 1.72375e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 -0.052074999999999989 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=0.01402389539712021 -0.014157278256872397 -0.014731513498020292 0.018541020957037135 -0.0030901984169084654 0.00079624973806416465
leaf_weight=0.0013738382085986868 0.0012921280944199059 0.0011572326974678253 0.0010558789768425562 0.001683073589237879 0.0018704560683881781
leaf_count=870 426 845 224 978 567
internal_value=0 -0.00265536 0.000984099 0.00460122 -0.00513872
internal_weight=0 0.0053757 0.00408357 0.00305691 0.00302769
internal_count=3910 2062 1636 1848 1412
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=7
num_cat=0
split_feature=49 43 48 15 0 4
split_gain=8.95841e-06 2.64418e-05 3.72416e-05 3.28422e-05 3.06887e-05 2.53373e-05
threshold=0.093425000000000022 -0.049504999999999987 0.086125000000000021 -0.052074999999999989 0.0059850000000000016 0.05309500000000001
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=0.01904680137065887 0.0086940435464375292 -0.0052606961743582063 -0.022736807851562416 -0.0028598311552555395 -0.014509783891776743 0.015266516382702043
leaf_weight=0.0011860434982896423 0.0010343466325628469 0.0011650947093965966 0.0010231466333304701 0.0016178834636269995 0.0011524143722789057 0.0012426540062439242
leaf_count=648 541 1091 245 892 212 281
internal_value=0 -0.00124257 -0.00592205 0.00640654 -0.0010897 0.00533353
internal_weight=0 0.00738724 0.00458331 0.00280393 0.00356016 0.00240775
internal_count=3910 3369 1829 1540 1584 1372
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=6
num_cat=0
split_feature=0 43 2 2 12
split_gain=9.59196e-06 3.21565e-05 2.65433e-05 3.7346e-05 1.73214e-05
threshold=-0.017269999999999997 -0.079109999999999986 0.11230000000000001 0.089910000000000004 0.08598500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014046637536788399 0.015304635026903383 -0.0020057139372169179 -0.0083183070014515217 0.020714915934363764 -0.0022571893660628204
leaf_weight=0.0016431942743594663 0.0010083958507001133 0.001663842456479147 0.0015432170047642701 0.0012799765246979161 0.0012676148345813704
leaf_count=1197 259 1271 439 557 187
internal_value=0 -0.00207837 0.00230452 0.00787325 0.00552365
internal_weight=0 0.00613023 0.00448704 0.00294382 0.00227601
internal_count=3910 3464 2267 1828 446
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=7
num_cat=0
split_feature=11 4 3 1 0 3
split_gain=2.40205e-05 3.37075e-05 6.8125e-05 4.33879e-05 4.84152e-05 4.29719e-05
threshold=0.077330000000000024 -0.076854999999999993 -0.013944999999999997 0.088675000000000018 -0.10131499999999999 0.11818000000000002
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=0.00053562779749870954 -0.0002838905134747572 -0.00035401856071460788 -0.00011705503487800245 0.00038311579249039563 -0.00023471693584145922 -0.00010421572988026318
leaf_weight=0.0012953850187194874 0.0010297615988058848 0.0013619774740032814 0.0011703185096413908 0.0017918009461928125 0.0015489656277449509 0.0011371472948210107
leaf_count=973 279 1383 172 223 710 170
internal_value=0 3.36011e-05 0.000225839 -4.75651e-05 4.56441e-05 0.000193912
internal_weight=0 0.00830559 0.0024657 0.00583989 0.00447791 0.00292895
internal_count=3910 3631 1145 2486 1103 393
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=8
num_cat=0
split_feature=376 43 2 457 13 15 1
split_gain=1.9789e-05 3.52943e-05 4.66897e-05 3.36267e-05 4.3269e-05 6.01864e-05 7.54645e-06
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976 0.11183500000000002
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=0.00038694367766645366 0.0002543443655154908 8.5576404166810136e-05 -0.00014054859364659686 0.00019033744377653763 -1.3825131853546275e-05 -0.00071817355165125062 -0.000254250312925972
leaf_weight=0.0014499836308404851 0.0010210560544238684 0.0014000723233377451 0.0011622390493392695 0.0010527065771371094 0.001004776460469045 0.0010234766424822642 0.0010029429911339875
leaf_count=576 206 284 841 174 438 1247 144
internal_value=0 -3.53289e-05 0.00015225 -0.00012468 -0.000199516 -0.000331197 -0.000133928
internal_weight=0 0.0080962 0.00261222 0.00548397 0.00443127 0.0030312 0.00200772
internal_count=3910 3704 1417 2287 2113 1829 582
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=6
num_cat=0
split_feature=49 3 12 43 3
split_gain=9.17215e-06 2.68713e-05 1.99631e-05 5.93323e-05 4.8531e-05
threshold=-0.029304999999999998 -0.0026499999999999996 0.080120000000000011 -0.074254999999999988 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.016830250262556485 0.013834531289764399 -0.0051525157281447293 0.0067185502948737298 -0.022213544588011967 -0.010387922877465794
leaf_weight=0.0010772916264591955 0.0018869643263113246 0.0011492873998746643 0.0013769384053035892 0.0014607898236001053 0.001472703968831838
leaf_count=361 497 198 1049 1534 271
internal_value=0 0.00548346 -0.00199945 -0.00817495 0.00321667
internal_weight=0 0.00222658 0.0061974 0.00283773 0.00335967
internal_count=3910 559 3351 2583 768
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=6
num_cat=0
split_feature=42 160 52 49 2
split_gain=9.98253e-06 2.57359e-05 2.3093e-05 2.84541e-05 4.39612e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.071660000000000015 -0.029304999999999998 0.099015000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0087175589019944343 -0.0097918683171032347 0.010236953899856436 0.01453026620469069 -0.019536651250810139 0.0081437638031041214
leaf_weight=0.0011405819083428904 0.0016141223804450851 0.001705921500944911 0.0016382891047349935 0.0012461930317775574 0.0010633015521941964
leaf_count=1060 1040 332 430 672 376
internal_value=0 0.00134508 0.00452465 0.000442365 -0.00679247
internal_weight=0 0.00726783 0.00565371 0.00401542 0.00230949
internal_count=3910 2850 1810 1380 1048
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=6
num_cat=0
split_feature=1 12 4 43 0
split_gain=9.81011e-06 1.99683e-05 2.92983e-05 3.02448e-05 2.58021e-05
threshold=0.12730000000000002 0.098845000000000016 -0.0010999999999999996 -0.079109999999999986 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.004600856762803536 0.0079033590318371132 -0.013604025512219599 0.0033746594571313995 0.015698444822099838 -0.015596563758675181
leaf_weight=0.0012176979432082275 0.0013179434822480933 0.0011418018466314295 0.0013881035327719016 0.0018477437908676971 0.0014826522091016133
leaf_count=821 345 520 202 1353 669
internal_value=0 -0.00149318 0.000836284 0.00763487 -0.00642336
internal_weight=0 0.007078 0.0059362 0.00306544 0.00287076
internal_count=3910 3565 3045 2174 871
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=7
num_cat=0
split_feature=159 15 16 52 3 1
split_gain=4.02556e-05 3.95675e-05 5.35718e-05 6.14598e-05 4.76058e-05 5.5153e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 1.0000000180025095e-35 -0.075954999999999981 0.094385000000000011
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=-0.00045618081775152853 0.00027181213212121481 -0.00049322275920939953 -0.00045868272267904971 0.00028434114526912715 -0.00030210526161432368 0.00023253732321113968
leaf_weight=0.0010327314452280622 0.0012778115766525202 0.0011366493565912929 0.0013535762764279625 0.0017198223714137376 0.0013829396452810794 0.0016001808280839099
leaf_count=633 408 274 1150 807 318 320
internal_value=0 -4.6138e-05 -0.000102619 -2.93134e-05 -0.000153701 -1.53167e-05
internal_weight=0 0.00847098 0.00719317 0.00605652 0.0043367 0.00298312
internal_count=3910 3277 2869 2595 1788 638
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=7
num_cat=0
split_feature=50 4 51 13 16 16
split_gain=5.04437e-05 4.25705e-05 3.29242e-05 4.14987e-05 5.73199e-05 7.02511e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.077145000000000005 0.11596500000000001 -0.084184999999999996 0.15100500000000003
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=-0.00053059293945941432 -0.00042389752083368072 0.00033120289094353521 0.00025998042093505405 0.00022574442459185641 0.00021131611761795533 -0.00036904741302485889
leaf_weight=0.0012671964193912873 0.00101514046621846 0.0015612916389394207 0.0012651975474780464 0.0012593227060661493 0.0018567387725091263 0.0014114680006314887
leaf_count=613 779 396 290 168 1177 487
internal_value=0 3.82093e-05 -2.65858e-05 -8.91535e-05 -0.00017659 -3.93304e-05
internal_weight=0 0.00862122 0.00705992 0.00579473 0.0045354 0.00326821
internal_count=3910 3131 2735 2445 2277 1664
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 4
split_gain=2.40474e-05 2.54113e-05 4.01991e-05 2.96552e-05 5.72939e-05 3.97184e-05 2.50053e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 -0.10647999999999999
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=-0.0002174559097668907 -0.00028847793655711862 0.00039820022259518906 0.0002741472339952929 -0.00057855523099332063 -5.0969565763511451e-05 -4.9187336650275739e-05 0.00037812105405537631
leaf_weight=0.0013226161926682021 0.0010188175987634754 0.0012437057926495444 0.0012473815542923764 0.0010011856817018429 0.0010463958749045007 0.0011957423601437391 0.0010422064462928897
leaf_count=394 279 195 512 164 160 891 1315
internal_value=0 3.11497e-05 7.96709e-05 8.07088e-06 -6.93755e-05 -0.000290431 0.000163145
internal_weight=0 0.00809923 0.00677662 0.00553291 0.00428553 0.00219693 0.0020886
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=7
num_cat=0
split_feature=11 48 15 15 15 1
split_gain=2.09656e-05 3.52156e-05 4.19406e-05 8.99254e-05 4.60647e-05 3.56999e-05
threshold=0.077330000000000024 0.096835000000000018 -0.017214999999999998 -0.091024999999999981 -0.11739999999999999 1.0000000180025095e-35
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=-0.00024717418491006444 -0.00027200205045007557 0.00032426753400808427 -4.8327279703098221e-05 -0.00059999258637872914 0.00032106981253097875 0.00035583751611952517
leaf_weight=0.0010225368344026907 0.0010109373891809886 0.0012927262664183242 0.0019564725352781255 0.0012539900150688897 0.0011830505713671664 0.0014727618080555525
leaf_count=398 279 339 1179 698 332 685
internal_value=0 2.73071e-05 -2.84192e-05 -0.000180741 5.76251e-05 0.00012525
internal_weight=0 0.00818154 0.00688881 0.00345958 0.00220559 0.00342923
internal_count=3910 3631 3292 1428 730 1864
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=1.07613e-05 2.44892e-05 3.07987e-05 4.19889e-05 3.3029e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0090757502412282132 0.013754712648506246 -0.015267854039620089 -0.0075725803697820407 -0.019348751600883576 0.011521139829018472
leaf_weight=0.0011079318906313876 0.0014396874376070637 0.001098260780894574 0.0017348459474200145 0.0011751530194701451 0.0018962034005734103
leaf_count=280 410 792 1748 368 312
internal_value=0 -0.001497 0.000924433 -0.00291885 0.00239853
internal_weight=0 0.00734415 0.00624589 0.0048062 0.00363105
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=8
num_cat=0
split_feature=11 16 2 16 16 0 2
split_gain=3.33418e-05 3.97927e-05 4.07165e-05 5.08907e-05 4.3698e-05 5.54856e-05 3.45145e-05
threshold=0.077330000000000024 -0.41862999999999995 0.10836000000000003 -0.15168999999999996 -0.057604999999999996 -0.029849999999999998 0.079395000000000007
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=-0.00026431611002389457 -0.0003334861608483556 0.00040539503003408299 0.00035077056798168873 -0.00044111502324627134 -3.8399881272239858e-05 -0.00031195463295310939 0.00046493765469227577
leaf_weight=0.001414367428072336 0.0010550906707468199 0.0010101355981740308 0.0017986924027905658 0.0010070088378528082 0.0010288646979148943 0.0011924629630748144 0.001066918481501292
leaf_count=394 279 98 547 1238 387 172 795
internal_value=0 3.60316e-05 9.58285e-05 9.39519e-06 -8.3734e-05 2.57122e-05 0.000217839
internal_weight=0 0.00851845 0.00710408 0.00530539 0.00429525 0.00328825 0.00209578
internal_count=3910 3631 3237 2690 2592 1354 1182
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=7
num_cat=0
split_feature=50 4 2 49 0 43
split_gain=5.73443e-05 5.11378e-05 7.70656e-05 4.06112e-05 5.06037e-05 4.53924e-05
threshold=0.07992500000000001 0.28937500000000005 0.11339500000000001 -0.073619999999999977 -0.13027499999999997 -0.074254999999999988
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=-0.00027237150596798895 -0.00044910750859636497 0.00035512122346569367 -0.00052529467110446924 0.00046694992508565519 0.0002258571345969741 -0.00019962497647859029
leaf_weight=0.001182272737739915 0.0010033432792184603 0.0016668533999659686 0.001020531167255756 0.0012891435815392529 0.001975565390616542 0.0018826944493168345
leaf_count=262 755 396 328 215 763 1191
internal_value=0 4.50442e-05 -2.5274e-05 5.53442e-05 0.000130615 1.82369e-05
internal_weight=0 0.00901706 0.00735021 0.00632968 0.0051474 0.00385826
internal_count=3910 3155 2759 2431 2169 1954
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=7
num_cat=0
split_feature=47 159 2 1 15 1
split_gain=1.29334e-05 2.6171e-05 3.95329e-05 3.99309e-05 4.01396e-05 2.82183e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.09547499999999999 0.10937500000000001
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=0.016944540162484992 0.0086142007075871111 0.012208496940009328 -0.024149376386115407 0.009480659330733358 -0.016614173603411761 -0.0019964068397986907
leaf_weight=0.0012045814781990443 0.0014179327801197581 0.001115133860247205 0.0013331999237607703 0.0010362729976909598 0.0013671775040919069 0.0010110631150976298
leaf_count=1359 280 631 541 166 726 207
internal_value=0 -0.00185063 -0.00448454 0.00208455 -0.00536311 -0.014595
internal_weight=0 0.00706743 0.0059523 0.00360803 0.00240345 0.00234426
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=7
num_cat=0
split_feature=11 48 15 15 15 1
split_gain=1.65769e-05 3.43871e-05 3.20976e-05 7.79837e-05 4.64106e-05 2.77325e-05
threshold=1.0000000180025095e-35 0.096835000000000018 -0.017214999999999998 -0.091024999999999981 -0.11739999999999999 1.0000000180025095e-35
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=-0.00025063789766210346 -0.0002357901177321471 0.00032006322506827775 -4.5444116873318309e-05 -0.0005608341922100277 0.00032257821531908045 0.00031717357202446444
leaf_weight=0.0010101138469477387 0.0010580807359018953 0.0012791421513724211 0.0019387729572609513 0.0012231164968200688 0.0011744508405504281 0.0013938202096096845
leaf_count=396 304 337 1179 695 332 667
internal_value=0 2.53257e-05 -3.06084e-05 -0.000164419 5.75307e-05 0.000106217
internal_weight=0 0.00801942 0.00674027 0.00340768 0.00218456 0.00333259
internal_count=3910 3606 3269 1423 728 1846
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=7
num_cat=0
split_feature=47 2 457 15 16 0
split_gain=1.05028e-05 2.18338e-05 3.68521e-05 6.45063e-05 3.01858e-05 4.59507e-05
threshold=0.10561500000000001 -1.0000000180025095e-35 0.041935000000000007 -0.07142999999999998 -0.084184999999999996 -0.014809999999999999
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=0.011588289373265693 0.0077551889255518154 -0.024863556379062041 0.012372477390259427 -0.014361230677671512 0.021303104650938709 -0.0067791220779959711
leaf_weight=0.0010557506099040468 0.0014187597247010573 0.0015185730734678434 0.0011180080083389356 0.0010239093759298571 0.001084890195441832 0.001258714285482513
leaf_count=269 280 936 311 593 1289 232
internal_value=0 -0.00167373 -0.00400571 -0.00775327 -3.74303e-05 0.00622057
internal_weight=0 0.00705985 0.00600409 0.00488609 0.00336751 0.0023436
internal_count=3910 3630 3361 3050 2114 1521
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.10956e-05 1.75106e-05 3.30848e-05 3.12037e-05 2.34606e-05
threshold=0.27608500000000008 -0.075719999999999996 -0.0021099999999999995 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0098831521513814968 0.0073026155634193738 0.011326721590616221 -0.02426313209471169 -0.0020443628994670569 -0.0057579016238794032
leaf_weight=0.0010701384221366485 0.0016382791384772508 0.0015893166354017502 0.001203238115195683 0.0013315392336143987 0.0016261592591867414
leaf_count=495 441 1503 377 452 642
internal_value=0 -0.00186231 -0.00404817 -0.0125914 0.00268653
internal_weight=0 0.00682039 0.00575025 0.00253478 0.00321548
internal_count=3910 3469 2974 829 2145
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=7
num_cat=0
split_feature=159 1 4 2 48 4
split_gain=4.63363e-05 4.82552e-05 8.01425e-05 2.66981e-05 3.48424e-05 8.26378e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 0.086875000000000022 0.083775000000000002 -0.076854999999999993
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=-0.00039788974400882136 -0.00024512754112148674 -7.2399192565000616e-05 0.0006493719420896908 0.0002215537548714143 0.00028625342422254911 -0.00048251412635733927
leaf_weight=0.0010125867499946152 0.0018315196948349849 0.0012014652086447036 0.0011649297822394124 0.0014249691787396848 0.001429267871268609 0.0011648660313138344
leaf_count=633 1121 240 322 441 357 796
internal_value=0 4.6648e-05 0.000282915 -4.89145e-05 4.05005e-05 -9.51246e-05
internal_weight=0 0.00821702 0.00236639 0.00585062 0.0040191 0.00258984
internal_count=3910 3277 562 2715 1594 1237
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=7
num_cat=0
split_feature=4 2 13 48 0 13
split_gain=4.22409e-05 4.33866e-05 6.60104e-05 4.18023e-05 7.14544e-05 3.17605e-05
threshold=0.17888000000000001 0.11085000000000002 -0.088444999999999982 0.083775000000000002 -0.053834999999999994 -0.034809999999999987
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=-0.00058167025624493809 0.00046669129924268422 0.00020134563898482625 7.7901470655709716e-05 0.00022961854867707508 -0.00055618749878201621 3.5547118684239151e-05
leaf_weight=0.0012111580340361484 0.0010098787450718016 0.0014676409699339466 0.0015814337342313521 0.0013015298122026394 0.0012030425456531534 0.0018794403738927904
leaf_count=400 321 431 1830 407 247 274
internal_value=0 -9.6981e-05 -0.000179636 -6.04663e-05 -0.000196059 0.000186241
internal_weight=0 0.00676481 0.00529716 0.00408601 0.00278448 0.00288932
internal_count=3910 3315 2884 2484 2077 595
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=6
num_cat=0
split_feature=4 12 48 13 1
split_gain=1.2327e-05 2.80986e-05 3.01522e-05 3.93262e-05 2.3343e-05
threshold=0.17888000000000001 0.094045000000000004 0.083775000000000002 -0.017604999999999999 0.11235500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.021330463809212646 -0.0047267898966413665 -0.016530634605230434 0.010596765941499539 0.003069639490705529 0.014496160278707744
leaf_weight=0.0010274883920287964 0.0011611955349455565 0.0011621386225001851 0.00189667736204814 0.0018495722021079285 0.0013853751251085475
leaf_count=1169 245 858 532 756 350
internal_value=0 -0.00258623 0.000808457 -0.0056444 0.0057308
internal_weight=0 0.00593588 0.00477374 0.00287706 0.00254657
internal_count=3910 3315 2457 1925 595
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 15
split_gain=2.92835e-05 3.96779e-05 5.06685e-05 5.45618e-05 4.19331e-05 6.29667e-05 4.4464e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.015635000000000003 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00031641889987415848 0.00035397280228513842 -0.00041067880946471085 -0.00039878932057260154 0.00043161270830339646 -0.00032976392687689089 0.00044073452371186215 0.00014290825256980198
leaf_weight=0.0010193273025151895 0.0012759728968322719 0.0010895531271417043 0.0011097233616859225 0.0011570313709758275 0.0013920646610358573 0.0011834503536319201 0.0012264219934094759
leaf_count=633 408 274 567 378 543 165 942
internal_value=0 3.54327e-05 -2.13477e-05 4.85515e-05 -4.16856e-05 7.22547e-05 -0.000114411
internal_weight=0 0.00843422 0.00715824 0.00606869 0.00491166 0.0035196 0.00233615
internal_count=3910 3277 2869 2595 2217 1674 1509
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=7
num_cat=0
split_feature=11 13 1 1 4 3
split_gain=2.38873e-05 2.79305e-05 5.88492e-05 5.17303e-05 3.1215e-05 4.55174e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11593500000000001 0.0057500000000000008 -0.016619999999999996
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=-8.7358171253077934e-05 -0.00028893935673235871 0.0001742572720303468 0.00051252267034049856 -0.00035257498436367773 0.00025908004550672829 -0.00037755715569762075
leaf_weight=0.0012998518763377956 0.0010083266732110125 0.0012315119636875913 0.001217779646198363 0.0015367741099502801 0.0018400060318265092 0.0010776002145370567
leaf_count=926 279 1123 647 265 406 264
internal_value=0 3.08662e-05 0.000202804 -4.52655e-05 6.85575e-05 -8.32596e-05
internal_weight=0 0.00820352 0.00251763 0.00568589 0.00414912 0.00230911
internal_count=3910 3631 1573 2058 1793 1387
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=7
num_cat=0
split_feature=43 47 16 48 1 15
split_gain=1.11474e-05 2.80164e-05 4.34187e-05 3.54323e-05 3.30526e-05 6.735e-05
threshold=-0.18906999999999999 0.10561500000000001 0.15100500000000003 0.085875000000000021 0.079355000000000023 -0.10192499999999999
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=0.0088967227159357631 -0.009892737704585413 0.013469344790399716 -0.021816148085016966 -0.013652468563201873 -0.0094308446125704517 0.023484583762089228
leaf_weight=0.0011888274736799346 0.0010665225472386445 0.0010623191904145035 0.0011322772406959494 0.0014123343994234998 0.0010030270382188119 0.0016348734292241174
leaf_count=261 1419 258 481 424 284 783
internal_value=0 -0.0015443 -0.00409658 -0.000175453 0.00496274 0.0109689
internal_weight=0 0.00731135 0.00624903 0.00511676 0.00370442 0.0026379
internal_count=3910 3649 3391 2910 2486 1067
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 15
split_gain=2.76823e-05 3.63264e-05 4.65994e-05 7.05085e-05 4.81288e-05 5.73603e-05 3.118e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.015635000000000003 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00030832565477871375 0.00034031739318616215 -0.0003901503658153766 -0.00034709234965676233 0.00048384865977241665 -0.00036535894692610863 0.00042235766428248589 0.00010988744663090107
leaf_weight=0.001012296760574404 0.0012705476132334869 0.0011026080862192129 0.0011146092954179032 0.0011545875440775698 0.0013778002226047773 0.0011649581914053284 0.0011836224546762203
leaf_count=633 408 274 567 378 543 165 942
internal_value=0 3.49733e-05 -1.96821e-05 4.84484e-05 -5.53956e-05 6.79206e-05 -0.000111741
internal_weight=0 0.00836873 0.00709819 0.00599558 0.00484099 0.00346319 0.00229823
internal_count=3910 3277 2869 2595 2217 1674 1509
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=7
num_cat=0
split_feature=13 49 1 43 0 2
split_gain=1.30469e-05 2.11391e-05 2.93907e-05 4.3931e-05 6.32792e-05 1.99144e-05
threshold=-0.23438999999999996 0.079765000000000016 0.11986000000000001 -0.073139999999999983 -0.13027499999999997 0.087075000000000014
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=0.010340381462359084 0.020867101737329523 0.011458899731613972 -0.017885820694349071 0.0047946931524960506 -0.023695303406827937 0.0010126141516560575
leaf_weight=0.0010533865494162771 0.001020553980421636 0.0010695571296558543 0.0011927889444303744 0.0017577809292807867 0.0014009582071225948 0.001000386697388414
leaf_count=210 506 726 263 238 1432 535
internal_value=0 -0.00155027 -0.00373373 -0.000474759 -0.00784114 0.0110389
internal_weight=0 0.00744203 0.00637247 0.00517968 0.00315874 0.00202094
internal_count=3910 3700 2974 2711 1670 1041
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 15
split_gain=2.70149e-05 3.88608e-05 5.18038e-05 7.53834e-05 3.38475e-05 4.92139e-05 3.22795e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.015635000000000003 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00030407741053179653 0.00034743923945853032 -0.00041451185196371865 -0.00035963339305094356 0.00049729769675850935 -0.00032003600783625172 0.00037759871939720152 0.00010368855292523618
leaf_weight=0.00103761564762895 0.0012686060928079621 0.0011085415076269147 0.001121422375685219 0.0011535723009543268 0.0013806953454161297 0.0011354704538101292 0.0011933059686978927
leaf_count=633 408 274 576 378 543 165 933
internal_value=0 3.13624e-05 -2.51689e-05 4.69516e-05 -6.05869e-05 4.32391e-05 -0.000120778
internal_weight=0 0.00836161 0.00709301 0.00598447 0.00483089 0.0034502 0.00231473
internal_count=3910 3277 2869 2595 2217 1674 1509
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=7
num_cat=0
split_feature=151 4 0 3 0 16
split_gain=1.18686e-05 2.96038e-05 3.94538e-05 1.648e-05 2.87695e-05 2.12814e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.11476000000000001 -0.070894999999999986 0.15737500000000001
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=-0.0098548997041164772 -0.019471240373796685 0.015150154952988916 -0.010518398322376131 0.013477000645598085 0.0174120609848098 -0.0018122408645803393
leaf_weight=0.0010823472141386591 0.001022305866983539 0.0012857770414132176 0.0017408397563571628 0.0010121088715665518 0.0010091674534560249 0.0013410422976438785
leaf_count=423 151 375 2086 138 339 398
internal_value=0 0.00135536 -0.00154026 0.00205182 -0.000774728 0.00644257
internal_weight=0 0.00741124 0.00612546 0.00510316 0.00409105 0.00235021
internal_count=3910 3487 3112 2961 2823 737
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=8
num_cat=0
split_feature=47 52 47 3 150 4 12
split_gain=3.75576e-05 3.68546e-05 3.7443e-05 4.62844e-05 0.000115711 5.82289e-05 3.31291e-05
threshold=0.11669500000000001 0.11401500000000002 0.092255000000000018 0.094625000000000015 0.086420000000000011 -0.0040999999999999986 0.078515000000000015
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=0.00011652163939040403 -0.00035973170215422752 -0.00030227137637443065 0.00044119028053955014 0.00030105980666404438 -0.00064951389080017429 0.0004240179630063189 -0.00035986317126281223
leaf_weight=0.0012698607676058385 0.0010141575283603788 0.0010609447804220285 0.0010008084507404803 0.0017905284779851328 0.0010303425166121767 0.0013169353384314621 0.0010057708523980679
leaf_count=206 179 606 199 296 268 649 1507
internal_value=0 3.95411e-05 8.84529e-05 3.34088e-05 -7.02569e-05 9.58731e-05 -9.40282e-05
internal_weight=0 0.00847519 0.00741425 0.00641344 0.00462291 0.00359257 0.00227563
internal_count=3910 3731 3125 2926 2630 2362 1713
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=7
num_cat=0
split_feature=159 1 151 42 2 3
split_gain=2.80501e-05 3.04857e-05 2.73873e-05 4.99718e-05 3.54164e-05 4.35232e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.0088999999999999982 0.084100000000000022 0.087995000000000004 0.11818000000000002
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=-0.00031064030032029521 -0.00025617710923652565 0.00025144795204529418 -0.00014271108880867706 -0.00032215560054145291 0.00047520473470481767 -4.3885427848577995e-05
leaf_weight=0.0010098675299843813 0.0015547528787672113 0.0019291462206978754 0.0011055749451304008 0.0011105878597737432 0.0016155880123658673 0.0010087531354683876
leaf_count=633 533 491 648 896 651 58
internal_value=0 3.54011e-05 -2.977e-05 4.29512e-05 0.000151662 0.000275675
internal_weight=0 0.0083244 0.00639526 0.0048405 0.00372992 0.00262434
internal_count=3910 3277 2786 2253 1357 709
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=8
num_cat=0
split_feature=50 151 4 48 15 1 3
split_gain=4.75032e-05 3.79054e-05 6.40015e-05 3.85891e-05 4.48055e-05 3.98338e-05 4.24452e-05
threshold=1.0000000180025095e-35 -0.084129999999999996 0.28937500000000005 0.091555000000000011 -0.017214999999999998 0.079355000000000023 -0.069909999999999986
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=-0.00028002514843587036 -0.00040772890560136045 -0.00029998292660925549 0.00050533965894793522 0.00034625864281843228 -0.00034595718087298682 0.00036861124968512574 0.00021096774698438749
leaf_weight=0.0012179696096977456 0.0010139599488444171 0.001873201757067738 0.0012125096904832544 0.0011020324481274251 0.0011074716645252934 0.0011789808212377007 0.001002297870351112
leaf_count=349 779 711 345 253 937 416 120
internal_value=0 4.07417e-05 9.29967e-05 1.31801e-05 -5.79293e-05 7.99393e-05 -8.13763e-05
internal_weight=0 0.00869446 0.00747649 0.00626398 0.00516195 0.00328875 0.00210977
internal_count=3910 3131 2782 2437 2184 1473 1057
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.04263e-05 2.40523e-05 4.68317e-05 5.18705e-05 3.89384e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 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=-0.0066803013609487774 -0.0071030068339244627 -0.016857612333906802 0.032013576080260731 0.002487155719499699 0.0069226555656332735
leaf_weight=0.0018655528830730421 0.0014931542688580868 0.0014260102337162754 0.0010588628012703251 0.0013580797795960577 0.0013314862545845609
leaf_count=1218 187 566 344 1140 455
internal_value=0 0.00177698 0.00682077 0.0154227 -0.00537506
internal_weight=0 0.00666759 0.0039101 0.00241694 0.0027575
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=8
num_cat=0
split_feature=159 1 4 4 4 16 2
split_gain=2.91877e-05 3.67228e-05 5.85212e-05 2.5049e-05 3.25522e-05 5.83333e-05 3.44484e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 0.24280000000000004 0.0057500000000000008 -0.0099649999999999982 0.096540000000000015
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=-0.0003186302965899789 -0.00039789969064148102 -5.9241425350661361e-05 0.00056125548282452491 -0.00032585705007410944 0.00029744827590719251 -0.00012405276385736507 0.0003596125897679672
leaf_weight=0.0010023346490617814 0.0013749360752926833 0.0011979150833736287 0.001140983227356064 0.0010237816063210434 0.0011635577993340568 0.0011499059491926985 0.00111526014984758
leaf_count=633 1323 240 322 192 346 557 297
internal_value=0 3.59077e-05 0.000243455 -4.73934e-05 1.19543e-05 -7.93038e-05 0.000114081
internal_weight=0 0.00816634 0.0023389 0.00582744 0.00480366 0.0036401 0.00226517
internal_count=3910 3277 562 2715 2523 2177 854
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=7
num_cat=0
split_feature=52 13 52 3 1 15
split_gain=9.80051e-06 2.94208e-05 3.30863e-05 2.32444e-05 4.57613e-05 2.01781e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.069909999999999986 0.096035000000000023 -0.0039399999999999991
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=0.0012056530711197009 -0.0085093670254989366 0.011509011545943486 -0.017434041566863286 0.011529148840675976 -0.015857118313368779 0.02021372901833907
leaf_weight=0.0010987570566263895 0.0011836589829119599 0.0012161673293620131 0.0014468488152722418 0.0012878688089443141 0.0011594492549108428 0.0011357600280648126
leaf_count=609 647 608 1114 249 281 402
internal_value=0 0.00129582 -0.00288925 -0.0073859 -0.00144546 0.0108671
internal_weight=0 0.00734485 0.00511033 0.00389417 0.00244732 0.00223452
internal_count=3910 3263 2252 1644 530 1011
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=8
num_cat=0
split_feature=50 156 12 52 4 15 3
split_gain=6.05907e-05 3.18923e-05 4.76524e-05 4.76012e-05 2.78483e-05 6.01893e-05 3.53014e-05
threshold=1.0000000180025095e-35 0.082605000000000026 -0.036459999999999992 -0.081429999999999989 0.0057500000000000008 -0.095799999999999982 -0.080884999999999985
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=-0.00026072214453525704 -0.00045682620176232665 -0.00027201388190863855 0.00047400172948438982 0.00015209438578312091 -5.0108592390307403e-05 0.00050294051943364768 -0.00036487975039521924
leaf_weight=0.0012301567568859416 0.0010090664773493687 0.0010408378673245726 0.0014455325200028925 0.0010123762147735767 0.0017540308564497674 0.0013304388517160219 0.0010189451491651965
leaf_count=372 779 533 454 781 248 308 435
internal_value=0 5.03557e-05 9.34199e-05 0.000159817 7.10396e-05 0.000188441 -0.000107229
internal_weight=0 0.00883232 0.00779148 0.00656132 0.00511579 0.00308447 0.00203132
internal_count=3910 3131 2598 2226 1772 556 1216
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=7
num_cat=0
split_feature=11 13 1 13 1 0
split_gain=2.65255e-05 2.83491e-05 4.90299e-05 4.57473e-05 6.32952e-05 5.32828e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.14810000000000004 0.11215000000000001 -0.23029999999999998
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=-5.8096475149325919e-05 -0.00030386676724253911 0.00037694105121632349 0.00048360015019297334 0.00028243123866885007 -0.00048336996232234831 -0.00016976881630443712
leaf_weight=0.0013443953644640479 0.0010288594343488009 0.0010471932446383409 0.0012302795068488098 0.0012614593926319091 0.0014131043256159609 0.0019837047611696566
leaf_count=926 279 121 647 244 244 1449
internal_value=0 2.99561e-05 0.000200747 -4.71159e-05 -0.00014066 1.91227e-05
internal_weight=0 0.00828014 0.00257467 0.00570546 0.004444 0.0030309
internal_count=3910 3631 1573 2058 1814 1570
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.17318e-05 2.82605e-05 3.10507e-05 3.18177e-05 7.21821e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085875000000000021 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012363698654352715 0.0079634253114637642 0.033303288475057792 -0.011984092059197879 -0.0064229435123443167 -0.00051161786127554407
leaf_weight=0.0018562835452526003 0.0015008893752669712 0.001029949147375749 0.0012144062618222196 0.0013178017321125906 0.001630808645824782
leaf_count=1859 288 511 310 243 699
internal_value=0 -0.00177351 0.00201207 0.00628423 0.0125777
internal_weight=0 0.00704925 0.00519297 0.00397856 0.00266076
internal_count=3910 3622 1763 1453 1210
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=8
num_cat=0
split_feature=11 13 1 13 1 0 0
split_gain=3.96137e-05 3.8399e-05 5.35511e-05 4.45208e-05 6.11154e-05 5.63684e-05 1.64446e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.14810000000000004 0.11215000000000001 -0.23029999999999998 -0.092299999999999979
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=-3.3794607327513931e-05 -0.00036526152114980617 0.00038162800525661368 0.00053574499651959666 0.00027618037053447528 -0.00047609690998170898 -0.00035390799186793402 2.1520413992331806e-07
leaf_weight=0.0013172593505414321 0.0010445100331929113 0.0010592452091223578 0.0012249601481499756 0.0012660132339611767 0.0014227098537048745 0.0010091847128276305 0.0010074876695633033
leaf_count=926 279 121 647 244 244 290 1159
internal_value=0 3.98883e-05 0.000240636 -4.8642e-05 -0.000140054 1.53762e-05 -0.000176995
internal_weight=0 0.00830686 0.00254222 0.00576464 0.00449863 0.00307592 0.00201667
internal_count=3910 3631 1573 2058 1814 1570 1449
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=7
num_cat=0
split_feature=1 13 48 42 15 16
split_gain=1.00948e-05 1.87517e-05 3.99141e-05 3.66749e-05 2.5938e-05 7.43366e-05
threshold=0.12730000000000002 -0.13934999999999997 0.091555000000000011 0.084100000000000022 -0.10071499999999999 -0.035699999999999989
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=-0.011907732374356866 0.0078831545923401265 0.015903686310229256 0.018349211821656743 -0.016732285304591532 -0.020939301192643905 0.014887996565926527
leaf_weight=0.0014057559429448202 0.0013477044379487414 0.001025426590348588 0.0010757615611899146 0.0013766472163710599 0.0011695656011003616 0.0011471618782641347
leaf_count=219 345 216 332 1415 783 600
internal_value=0 -0.00154678 0.000966775 -0.00299596 0.00266209 -0.00319888
internal_weight=0 0.00720032 0.00579456 0.0047188 0.00334215 0.00231673
internal_count=3910 3565 3346 3014 1599 1383
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=7
num_cat=0
split_feature=42 43 0 13 15 48
split_gain=1.02032e-05 3.17168e-05 4.40307e-05 1.95888e-05 3.16598e-05 1.38702e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.066689999999999985 -0.10939499999999998 -0.074174999999999977 0.08346000000000002
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=-0.008778208056954279 -0.0016498309174732891 0.006279004270294041 0.026743540531491847 -0.0070192505750477571 -0.01768353073934956 0.0096032656813224721
leaf_weight=0.0011585503909267653 0.0011906418671134729 0.0015889436520897106 0.0010090063571565691 0.0010077298724691357 0.0015733808185462573 0.0010002283315834002
leaf_count=1060 1038 323 295 125 909 160
internal_value=0 0.00131698 0.0113746 -0.00296193 -0.00706188 0.00126096
internal_weight=0 0.00736993 0.00219965 0.00517028 0.00358134 0.00200796
internal_count=3910 2850 1333 1517 1194 285
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=7
num_cat=0
split_feature=4 2 13 48 3 2
split_gain=1.00678e-05 2.54745e-05 4.82931e-05 3.79624e-05 5.02746e-05 2.3349e-05
threshold=0.17888000000000001 0.11085000000000002 -0.088444999999999982 0.083775000000000002 -0.040669999999999991 0.10869000000000002
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=-0.024597201895634982 0.014979625144617766 0.010167622898407403 -0.022074403234233833 0.014679561457648089 0.0065100760075331781 -0.0041449370977520595
leaf_weight=0.0010513435764613727 0.0012488409472866864 0.0012853647556897423 0.0011880792298240917 0.0011582205845771525 0.0012762853020260141 0.0013059956859302487
leaf_count=400 281 431 1847 407 230 314
internal_value=0 -0.00229998 -0.00572866 -0.000252653 -0.00727061 0.00520342
internal_weight=0 0.00595929 0.00467393 0.00362259 0.00246436 0.00255484
internal_count=3910 3315 2884 2484 2077 595
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=7
num_cat=0
split_feature=376 1 47 2 4 15
split_gain=2.87605e-05 2.89461e-05 5.04777e-05 4.05286e-05 6.37751e-05 2.18225e-05
threshold=0.048375000000000008 0.12864500000000004 0.09252500000000001 0.090905000000000014 0.015635000000000003 -0.033649999999999992
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=0.00036645487809258405 0.00030255346574506204 0.00024519303952471873 -0.00046901560216290958 -0.00041164177347803772 0.00012409244682064734 4.7940574492432997e-06
leaf_weight=0.0011801642626869246 0.0010659246333956781 0.001177783119643022 0.001118884281520737 0.0017858336449897087 0.00163777940671168 0.0014052103700705379
leaf_count=413 206 276 329 812 464 1410
internal_value=0 -3.95711e-05 -8.66245e-05 -1.54226e-05 -0.000155359 0.000169884
internal_weight=0 0.00830566 0.00712787 0.00600899 0.00342361 0.00258537
internal_count=3910 3704 3428 3099 1276 1823
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=8
num_cat=0
split_feature=2 1 3 3 15 16 1
split_gain=3.82818e-05 5.12157e-05 4.48287e-05 3.58894e-05 2.78401e-05 4.65014e-05 2.04319e-05
threshold=0.099015000000000006 0.095575000000000007 -0.077894999999999978 -0.023079999999999996 -0.14487999999999998 -0.13863999999999996 0.084330000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 -7
right_child=4 2 -4 -5 5 6 -8
leaf_value=-4.9877130019687213e-05 0.00039306755912675529 -0.00021307884846641394 0.00031925959001396223 -0.00046607025402842917 -0.00030088041310929385 1.5399623224044409e-05 0.00041112379130496188
leaf_weight=0.0014986909584122278 0.0011956184159598476 0.0010254474276723709 0.0014946886093064199 0.0017003940567928524 0.0010214092990739184 0.0010042733077620389 0.0010022434118410043
leaf_count=2006 266 149 354 255 188 365 327
internal_value=0 -0.000106406 0.00010265 -0.000271094 0.000139728 3.96937e-05 0.000213062
internal_weight=0 0.00571922 0.00252014 0.00319909 0.00422354 0.00302793 0.00200652
internal_count=3910 2764 503 2261 1146 880 692
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=7
num_cat=0
split_feature=159 1 2 151 16 16
split_gain=4.12265e-05 2.96238e-05 3.29368e-05 4.36911e-05 5.29126e-05 2.1839e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 -0.095609999999999987
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=-0.0003781698461228746 -0.00023300984202847289 0.00025485849993868773 -0.00026853299762230528 0.00017589525918260281 -0.00012839654217790164 0.00058223194964622212
leaf_weight=0.001005884766400727 0.0019707983285439127 0.0019316402416573409 0.0010902361280265816 0.0010099784592373223 0.0012797597740259159 0.001024256425259513
leaf_count=633 1143 491 358 287 376 622
internal_value=0 4.21353e-05 -2.23201e-05 7.1959e-05 0.000183974 0.00038049
internal_weight=0 0.00830667 0.00637503 0.00440423 0.00331399 0.00203423
internal_count=3910 3277 2786 1643 1285 909
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=1.09136e-05 2.32597e-05 3.30882e-05 4.2551e-05 1.45647e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013424997092463723 0.0077856027024569884 -0.012145171581499995 -0.010177904447992265 0.019817387054671235 0.0043085487314002014
leaf_weight=0.0013612620431716739 0.001472228747662464 0.001414934555460697 0.0011477099946097524 0.0013979543088197496 0.0017557463651907859
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.00167745 0.00112005 0.00548361 -0.00141781
internal_weight=0 0.00707761 0.00571635 0.00430141 0.00290346
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=7
num_cat=0
split_feature=43 15 52 16 12 0
split_gain=1.10099e-05 2.43725e-05 2.29162e-05 4.40499e-05 2.13412e-05 1.83575e-05
threshold=-0.044024999999999988 -0.087044999999999997 -0.074484999999999982 -0.0083999999999999995 0.091475000000000015 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -3 -4
right_child=2 4 3 -5 -6 -7
leaf_value=0.017553824388529694 -0.014231998199287924 -0.011346404852791163 -0.011300070972030354 0.018324048928473689 0.0088388886811941354 0.0046830448107271772
leaf_weight=0.0010009840184225308 0.0013177297933349638 0.0010644784783198774 0.0018890589533316043 0.0010748007840375457 0.0010311658251383289 0.0011598021648506678
leaf_count=583 426 738 379 224 527 1033
internal_value=0 0.00471721 -0.00275193 0.000916566 -0.00141419 -0.00522001
internal_weight=0 0.00309663 0.00544139 0.00412366 0.00209564 0.00304886
internal_count=3910 1848 2062 1636 1265 1412
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 15
split_gain=1.10597e-05 3.24245e-05 2.88633e-05 2.21329e-05 3.06391e-05 1.76616e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 -0.0039399999999999991
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=0.0024218427104098651 -0.0090266670332119544 0.010450919668699444 -0.012995209796207694 -0.018387729446919319 0.0083995896168503927 0.020203958719306261
leaf_weight=0.0010998689517665301 0.001179553763792889 0.0012173105437419725 0.0013160358350538352 0.001214673570378202 0.0013621978398208495 0.0011348860447007772
leaf_count=609 647 608 1274 221 149 402
internal_value=0 0.00140498 -0.00298878 -0.00719137 -0.00211343 0.0114522
internal_weight=0 0.00734497 0.00511022 0.00389291 0.00267823 0.00223475
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=7
num_cat=0
split_feature=50 15 16 52 1 16
split_gain=4.99506e-05 3.90449e-05 4.09073e-05 3.05611e-05 3.60996e-05 3.15341e-05
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 -0.094124999999999986 0.095575000000000007 0.0015250000000000001
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=0.00035417683260709876 -0.00042368265128020049 -0.00036643808109688606 -0.00021426834650544962 -0.00015483117094562403 0.00037986604312984309 0.00022404586487891583
leaf_weight=0.0012826501515185379 0.0010034515953840735 0.0010936590117883501 0.0013677590219269634 0.0019555862998749387 0.0014253978582861385 0.0014866428929729662
leaf_count=401 779 284 599 1330 296 221
internal_value=0 3.85766e-05 -1.66563e-05 4.46938e-05 0.00011746 8.79967e-06
internal_weight=0 0.0086117 0.00732905 0.00623539 0.00486763 0.00344223
internal_count=3910 3131 2730 2446 1847 1551
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=7
num_cat=0
split_feature=159 15 16 52 4 0
split_gain=4.44896e-05 5.17175e-05 5.13639e-05 5.69484e-05 4.92688e-05 3.47617e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.10575999999999998
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=-0.00038588470481600202 0.00040950354032496882 -0.00040702811543186619 -0.00037476429039181631 0.00038156390951601217 0.00028698212762560412 -0.00012872346890678658
leaf_weight=0.0010141808704544836 0.0012930117710501865 0.0010966895011276512 0.0013223238318174194 0.001524556141522351 0.0015341891128738644 0.001559505031671563
leaf_count=633 408 274 721 764 218 892
internal_value=0 4.90746e-05 -1.71498e-05 5.48256e-05 -5.79753e-05 7.74285e-05
internal_weight=0 0.00833028 0.00703726 0.00594057 0.00441602 0.00309369
internal_count=3910 3277 2869 2595 1831 1110
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=7
num_cat=0
split_feature=11 13 1 13 1 1
split_gain=2.38016e-05 2.83199e-05 6.00343e-05 3.96336e-05 5.4256e-05 5.50582e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.14810000000000004 0.11215000000000001 0.094485000000000013
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=-8.8107561415153571e-05 -0.00028757289010949679 -0.00019084633529782544 0.00052205503247774684 0.00026280028185949185 -0.00045267798547847548 0.00035716751219638614
leaf_weight=0.0012841670205808709 0.0010074511064755822 0.0018691541001106722 0.001198643577286359 0.001252855106231866 0.0013909821687258907 0.001131562340850366
leaf_count=926 279 1281 647 244 244 289
internal_value=0 3.19455e-05 0.000206465 -4.48185e-05 -0.000132575 1.58083e-05
internal_weight=0 0.00812736 0.00248281 0.00564455 0.0043917 0.00300072
internal_count=3910 3631 1573 2058 1814 1570
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=6
num_cat=0
split_feature=13 16 12 15 15
split_gain=1.19603e-05 2.45525e-05 2.59809e-05 5.50952e-05 3.42558e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.015439999999999997 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0091386170719684259 0.008047198162096543 -0.013395691317256458 -0.0086513079204833879 0.024883234093973108 -0.013369175028965233
leaf_weight=0.001400627071618415 0.0015056657783519018 0.0014446385216385004 0.0018056331544585059 0.0010916858702788492 0.0013073400761029995
leaf_count=377 288 565 2213 191 276
internal_value=0 -0.00177117 0.00122479 0.00591802 -0.00172759
internal_weight=0 0.00704992 0.00560529 0.00379965 0.00270797
internal_count=3910 3622 3057 844 653
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=7
num_cat=0
split_feature=43 4 52 16 2 52
split_gain=1.06029e-05 2.22293e-05 1.90812e-05 3.72986e-05 1.85457e-05 1.80437e-05
threshold=-0.044024999999999988 0.080255000000000007 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.036004999999999988
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=0.0079117508813903673 -0.013168091758203635 0.01618916315275588 -0.01490507229898899 0.016711882198839827 0.0011414482561320257 -0.011004036148416274
leaf_weight=0.0010055954063472351 0.0013187050313673183 0.0010825975627154079 0.0011646687285491652 0.0010705429060022661 0.0018874937601137285 0.0010115613226755467
leaf_count=643 426 307 845 224 567 898
internal_value=0 0.00462976 -0.00269765 0.000651463 -0.00498171 -0.00157412
internal_weight=0 0.00309975 0.00544141 0.00412271 0.00305216 0.00201716
internal_count=3910 1848 2062 1636 1412 1541
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=7
num_cat=0
split_feature=42 43 3 457 13 3
split_gain=1.0327e-05 2.83918e-05 4.16308e-05 1.80562e-05 3.01265e-05 2.95242e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.041935000000000007 -0.10939499999999998 0.090325000000000003
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=-0.0088337225300887372 -0.0017438553389505296 0.0056712000537712292 0.025878080858985408 0.0093538299018447128 -0.0024688941651662775 -0.023638228870750802
leaf_weight=0.0011534141418103995 0.0011958186378135565 0.0015130492874516422 0.0010035516091867725 0.00100179007417521 0.0014631525377751956 0.0011984379617888995
leaf_count=1060 750 293 583 156 885 183
internal_value=0 0.00134151 0.0108598 -0.00270262 -0.00559582 -0.0120008
internal_weight=0 0.0073758 0.00219937 0.00517643 0.00417464 0.00266159
internal_count=3910 2850 1333 1517 1361 1068
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=7
num_cat=0
split_feature=15 12 13 16 16 52
split_gain=1.07221e-05 1.66385e-05 2.56804e-05 4.52503e-05 4.21052e-05 4.00161e-05
threshold=-0.24219999999999997 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 0.025915000000000004 -0.0066199999999999991
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=0.0093768615216503204 -0.012367042881657507 -0.020416933454841166 0.012638200086573468 -0.0021010683717556282 -0.010599579841950653 0.024339641105406425
leaf_weight=0.0010605377592653419 0.0011613680437851754 0.0011184111726315112 0.0013935182021336031 0.0011555773568976467 0.0014906219301285125 0.001134163529187746
leaf_count=317 320 262 475 549 612 1375
internal_value=0 -0.00136959 0.000660213 -0.00274708 0.00248051 0.0109956
internal_weight=0 0.00745366 0.00629229 0.00489877 0.00378036 0.00228974
internal_count=3910 3593 3273 2798 2536 1924
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 16 16
split_gain=3.33318e-05 2.8063e-05 5.86902e-05 5.54428e-05 4.50025e-05 5.47761e-05 4.55791e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.0088999999999999982 0.15100500000000003 -0.10486499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00033728498509409894 -0.0005959138797304545 -0.00018659328648751712 0.00027541300675967248 3.7255909072152856e-05 0.0001490563219304591 -8.195332211346499e-05 0.00067102666877308544
leaf_weight=0.0010314640151857591 0.0011222425706263089 0.0013542643267640021 0.0010227386557256643 0.0010104110822414171 0.0013523013392871795 0.001422593420969202 0.0012265595484872896
leaf_count=633 417 436 157 772 377 417 701
internal_value=0 3.59412e-05 -0.000110744 -0.00029593 0.000122363 0.000226927 0.000397316
internal_weight=0 0.00851111 0.00315539 0.00213265 0.00535572 0.00400145 0.00257886
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 3 13
split_gain=4.08793e-05 4.68838e-05 4.15381e-05 0.000109717 6.15473e-05 3.42635e-05 1.68919e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.15517999999999996 0.086870000000000017 -0.017214999999999998 -1.0000000180025095e-35 0.0047850000000000011
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=-0.00036554930834916527 0.0003905728651356195 -0.00030059127433476265 -0.00037874768281595316 0.00063935186509443134 0.00012445277788574447 0.0003757073368718372 -0.00023437696373027381
leaf_weight=0.0010367168654599164 0.0012940819358752461 0.0015383530358562825 0.0015914500535597455 0.0010374764022114515 0.001003792536706602 0.001089129112685625 0.0010137972260171634
leaf_count=633 408 187 656 411 1148 125 342
internal_value=0 4.66943e-05 -1.44835e-05 6.22532e-05 -6.5185e-05 9.54408e-05 -5.58518e-05
internal_weight=0 0.00856808 0.007274 0.00573565 0.00469817 0.00310672 0.00201759
internal_count=3910 3277 2869 2682 2271 1615 1490
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=7
num_cat=0
split_feature=4 48 151 2 13 12
split_gain=1.31422e-05 2.08864e-05 3.59617e-05 4.57803e-05 7.44583e-05 4.17993e-05
threshold=0.28937500000000005 0.093225000000000016 -0.056409999999999995 0.10393500000000001 -0.083924999999999986 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=0.00025121855393775449 0.00015034938929775582 0.00020145080465242048 0.00038713120084192499 -0.00049099033668138759 -2.4349364477940057e-05 -0.00050929807233588646
leaf_weight=0.0010179030610320931 0.0017296970011234369 0.0011607297418782031 0.0010824334100514102 0.0011805789816539073 0.0017218563231836425 0.0011329762358409817
leaf_count=431 426 380 587 452 268 1366
internal_value=0 -3.97468e-05 -8.53754e-05 -0.000152322 -5.07725e-05 -0.000216807
internal_weight=0 0.00729648 0.00613575 0.00511784 0.00393727 0.00285483
internal_count=3910 3484 3104 2673 2221 1634
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=8
num_cat=0
split_feature=159 15 16 52 0 4 3
split_gain=3.84602e-05 3.68968e-05 4.46775e-05 5.08904e-05 4.11579e-05 4.53353e-05 3.54586e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 0.05309500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00035872788908276925 0.00034250070064436764 -0.00037133074906420954 -0.00026331992778552872 0.00042092406716954313 -0.00032318396778589867 0.00042475406702139067 0.00020338906145729764
leaf_weight=0.0010323262184642737 0.0013267485260205006 0.0011301621205073919 0.0014595240189283912 0.0011692084986825229 0.0013682437258196512 0.0010260578283958683 0.0010957659048026688
leaf_count=633 408 274 1520 378 379 194 124
internal_value=0 4.18705e-05 -1.31527e-05 5.3004e-05 -3.39073e-05 7.66101e-05 -6.31846e-05
internal_weight=0 0.00857571 0.00724896 0.0061188 0.00494959 0.00358135 0.00255529
internal_count=3910 3277 2869 2595 2217 1838 1644
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=6
num_cat=0
split_feature=4 0 43 160 0
split_gain=1.09857e-05 1.9653e-05 3.15743e-05 2.83652e-05 6.91086e-05
threshold=0.28937500000000005 -0.017269999999999997 -0.079109999999999986 0.041025000000000006 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017203081639502897 0.0073209076887301898 0.0069737633697041935 -0.0090990902056426685 -0.013185603343023372 0.024687003514861663
leaf_weight=0.0014968822676243634 0.0016425892161341347 0.0018723835809079867 0.0013439375601829809 0.0011047359397808915 0.0011017268891825342
leaf_count=1122 426 345 275 270 1472
internal_value=0 -0.00177614 -0.00502208 0.000113541 0.00612092
internal_weight=0 0.00691967 0.00504728 0.0035504 0.00244566
internal_count=3910 3484 3139 2017 1747
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=6
num_cat=0
split_feature=16 160 1 0 49
split_gain=1.20015e-05 4.50429e-05 3.39168e-05 2.76659e-05 2.46065e-05
threshold=-0.063614999999999991 -0.026849999999999995 0.11561500000000001 -0.06402999999999999 -0.047309999999999998
decision_type=2 2 2 2 2
left_child=2 -2 4 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.010335223455634571 0.011756115982683141 -0.022413744812686376 0.018372129382913424 -0.0029310479071338403 -0.0087080961518028084
leaf_weight=0.0010619896077024749 0.0013332575916283973 0.0011634786539901608 0.0011580306942945732 0.0019511941361972423 0.0018791353923702345
leaf_count=192 732 766 315 408 1497
internal_value=0 -0.00362484 0.00387585 -0.0102088 -0.00183188
internal_weight=0 0.00444793 0.00409916 0.00311467 0.00294113
internal_count=3910 1906 2004 1174 1689
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=7
num_cat=0
split_feature=376 52 12 16 4 13
split_gain=2.14708e-05 2.95297e-05 3.2983e-05 3.93714e-05 5.03206e-05 3.0875e-05
threshold=0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.094359999999999986 0.0051950000000000008 -0.00059999999999999995
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=-0.00027469057847234903 0.00026808272252995373 -0.00030212897825584442 0.00027193787695501504 0.00012639892637248231 0.00040005375774782194 -0.00034520631439465693
leaf_weight=0.0019749522248213012 0.0010144219079886553 0.0013261741552317314 0.0015229851978692992 0.0010900758600489299 0.0011796972390258052 0.0010457076679790444
leaf_count=528 206 719 499 1268 260 430
internal_value=0 -3.44338e-05 1.76708e-05 -5.55264e-05 7.50244e-05 -0.000104505
internal_weight=0 0.00813959 0.00681342 0.00529043 0.00331548 0.00213578
internal_count=3910 3704 2985 2486 1958 1698
is_linear=0
shrinkage=0.00196078


Tree=8143
num_leaves=7
num_cat=0
split_feature=52 13 1 1 0 15
split_gain=1.13353e-05 2.95333e-05 3.12483e-05 3.33832e-05 4.74908e-05 1.34934e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 0.094485000000000013 -0.072559999999999986 -0.0039399999999999991
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=0.0031283093528586639 -0.0091090537173399259 -0.017403522024502672 -0.01369541885094426 0.017840420722102648 0.011018705908614918 0.018631686076340911
leaf_weight=0.0011065559062225991 0.0011834870425406893 0.00122311267459509 0.0017300102124652213 0.0010301239166300479 0.0011319607038557658 0.001139512016145732
leaf_count=609 647 1179 324 377 372 402
internal_value=0 0.00143502 -0.00276217 0.00282528 -0.00374244 0.0109937
internal_weight=0 0.00736128 0.00511521 0.0033852 0.00235507 0.00224607
internal_count=3910 3263 2252 1928 1551 1011
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=7
num_cat=0
split_feature=160 133 42 49 1 1
split_gain=1.18071e-05 3.07434e-05 5.32999e-05 3.03362e-05 5.32224e-05 2.89478e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 -0.006494999999999999 0.11198000000000001 0.083930000000000018
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=-0.01758292122729321 0.0085159002958440887 -0.016344878659160032 0.01914258995327937 0.0038654425165020067 0.016848969480324237 -0.019250410823976261
leaf_weight=0.0011793221885736897 0.0013610230622070367 0.0011869760878377884 0.0013050275878349338 0.0010031547989615064 0.0013156294683510481 0.0011778143288793427
leaf_count=251 498 1198 708 602 235 418
internal_value=0 -0.001644 0.00127353 -0.00371364 0.000964145 -0.00861808
internal_weight=0 0.00716792 0.00598095 0.00467592 0.0034966 0.00218097
internal_count=3910 3412 2214 1506 1255 1020
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=8
num_cat=0
split_feature=49 15 42 1 43 12 16
split_gain=1.48578e-05 3.52093e-05 2.8496e-05 2.94271e-05 2.56655e-05 3.70264e-05 6.67943e-06
threshold=-0.029304999999999998 -0.050004999999999994 0.091330000000000008 0.12577000000000002 -0.083899999999999988 0.080120000000000011 -0.055679999999999993
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=0.0003464133894635698 0.00033682288559175663 -0.00013222907411002599 -0.00034811768291240729 -0.00029537605798052432 0.00027302556181320526 -0.00024831946592650006 4.8604969193354645e-05
leaf_weight=0.001322433559983442 0.0010903374119324311 0.0010681183470425291 0.0010263291249643092 0.0010109266144979218 0.001031831807073574 0.0014426115840302121 0.0010079920845426397
leaf_count=249 641 310 791 195 165 1358 201
internal_value=0 0.000132552 -4.78296e-05 7.3658e-06 7.42945e-05 -7.90213e-06 0.000162127
internal_weight=0 0.00239055 0.00661003 0.0055837 0.00457277 0.00348244 0.00203982
internal_count=3910 559 3351 2560 2365 1724 366
is_linear=0
shrinkage=0.00196078


Tree=8146
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=1.7406e-05 3.28325e-05 3.73516e-05 3.9455e-05 2.94695e-05 4.29085e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097360000000000016 -0.032264999999999995
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=-0.00048134304307637175 0.00024006173005394659 0.00027240333583047422 0.0001711589354899012 -0.00046475182457084537 0.00019880378472070289 1.683893122489045e-05
leaf_weight=0.0010855584812485932 0.0010140009347090204 0.0011613450794862321 0.0016700681373101201 0.0012803291138789377 0.0011303047267825581 0.001714538089630488
leaf_count=1309 206 276 399 392 421 907
internal_value=0 -3.2551e-05 -8.40214e-05 -0.000165808 -6.84272e-05 -0.000176299
internal_weight=0 0.00804214 0.0068808 0.00521073 0.0039304 0.0028001
internal_count=3910 3704 3428 3029 2637 2216
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=7
num_cat=0
split_feature=49 15 3 16 15 16
split_gain=1.2371e-05 3.27611e-05 1.9726e-05 2.74774e-05 2.73464e-05 4.41447e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.12817999999999996 0.15100500000000003 -0.015439999999999997 -0.110495
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=0.01714501676260434 -0.012587395432767221 -0.0070425540664899927 0.012728427148554017 -0.010648093435019046 0.017744650491453819 -0.016011687507408567
leaf_weight=0.0012503745556252568 0.0014389906843875165 0.0010141851590413609 0.0011150290851720404 0.0014698212985927526 0.0012131146390606676 0.0010264098883723182
leaf_count=249 337 310 444 454 1509 607
internal_value=0 0.00631259 -0.0023118 0.000753157 0.0057487 -0.00104695
internal_weight=0 0.00226456 0.00626337 0.00482437 0.00335455 0.00214144
internal_count=3910 559 3351 3014 2560 1051
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.16826e-05 3.05977e-05 3.29969e-05 3.21742e-05 5.44032e-05 4.2861e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00023821086901350632 -0.00026991046621385305 0.00037035195647768145 -0.00038339581476882172 -0.00027727735708324419 0.00036071982177477232 0.00011870694418371676
leaf_weight=0.0013389973138591754 0.001020200558785698 0.0012760686687598331 0.0010783106186472583 0.0011142201849541232 0.001787807155467377 0.00165968113018449
leaf_count=385 279 198 916 316 566 1250
internal_value=0 3.30919e-05 8.56178e-05 2.11959e-05 9.4678e-05 -7.90375e-05
internal_weight=0 0.00825509 0.00691609 0.00564002 0.0045258 0.00273799
internal_count=3910 3631 3246 3048 2732 2166
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=6
num_cat=0
split_feature=49 15 16 2 0
split_gain=1.00115e-05 2.66883e-05 2.11436e-05 2.08571e-05 1.73353e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015469013070939659 -0.015378385346174056 -0.0063614738878713375 -0.0028098677301873782 -0.008318412793465008 0.011390850366839563
leaf_weight=0.0012488317001672707 0.0010038573666264431 0.0010152875318039651 0.0015674099313607822 0.0017869832552459951 0.0019036904488832047
leaf_count=249 261 310 1972 699 419
internal_value=0 0.00567968 -0.00207957 0.000459402 0.00497837
internal_weight=0 0.00226412 0.00626194 0.00525808 0.0034711
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.13376e-05 2.16114e-05 3.45589e-05 2.91065e-05 1.90911e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.0021099999999999995 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.011194173485385272 0.0074782495483309772 0.01046331065475019 -0.02396237345724701 -0.0026727444715391149 -0.0049102105085634899
leaf_weight=0.0010802684161999457 0.001631509067148121 0.0015945795556359795 0.0012309614422949605 0.0013425832226769939 0.0016370362991628951
leaf_count=497 426 1503 390 452 642
internal_value=0 -0.00179307 -0.00420983 -0.0128559 0.00267556
internal_weight=0 0.00688543 0.00580516 0.00257354 0.00323162
internal_count=3910 3484 2987 842 2145
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=6
num_cat=0
split_feature=4 12 48 13 2
split_gain=1.23252e-05 3.13021e-05 2.79687e-05 3.89022e-05 2.28376e-05
threshold=0.17888000000000001 0.094045000000000004 0.083775000000000002 -0.017604999999999999 0.10869000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.020817175545549529 0.015503891144273134 -0.017162836848496971 0.010482547139712797 0.0034947605634214514 -0.0033963004214001714
leaf_weight=0.0010212688660301878 0.0012434399994725675 0.0011712878290083256 0.001902888839793347 0.0018511702016952634 0.0013158894360106844
leaf_count=1169 281 858 532 756 314
internal_value=0 -0.00251337 0.00107984 -0.00514912 0.00578628
internal_weight=0 0.00594662 0.00477533 0.00287244 0.00255933
internal_count=3910 3315 2457 1925 595
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=6
num_cat=0
split_feature=4 12 3 15 2
split_gain=1.00016e-05 2.54342e-05 2.59089e-05 5.08068e-05 1.85499e-05
threshold=0.17888000000000001 0.094045000000000004 -0.016619999999999996 -0.074174999999999977 0.10869000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.01001513406794733 0.013987244692973451 -0.015492358805974153 0.0094395767454120254 -0.017285636300367332 -0.0030570243020497873
leaf_weight=0.0019036859419004223 0.0012406004165139625 0.0011680094689610274 0.001313341737668906 0.0015518947093071576 0.0013157453193015421
leaf_count=1906 281 858 250 301 314
internal_value=0 -0.00226677 0.000972457 -0.00503557 0.0052146
internal_weight=0 0.00593693 0.00476892 0.00286524 0.00255635
internal_count=3910 3315 2457 551 595
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=7
num_cat=0
split_feature=2 52 150 3 15 2
split_gain=1.19516e-05 3.05602e-05 3.05339e-05 2.63898e-05 6.37683e-05 2.37793e-05
threshold=0.10946500000000002 0.092885000000000009 0.085360000000000005 -0.074234999999999982 -0.017214999999999998 0.12663500000000003
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=0.013910476643395706 0.01398793054682694 -0.017630088090227879 -0.014469211030570537 -0.020109208999875727 0.015271674586398927 -0.0055296481781416905
leaf_weight=0.001782736702659713 0.0014705467565673256 0.0010870521625677646 0.0010175125490597126 0.0010381259347139605 0.0010002197139034189 0.001084667128447941
leaf_count=1644 398 663 272 359 205 369
internal_value=0 -0.00247898 0.000924907 0.00502419 -0.00274775 0.00570288
internal_weight=0 0.00592565 0.00483859 0.00382108 0.00203835 0.00255521
internal_count=3910 3143 2480 2208 564 767
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=7
num_cat=0
split_feature=376 1 150 47 4 2
split_gain=2.94704e-05 4.55344e-05 4.62987e-05 2.73047e-05 6.59787e-05 4.06715e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.09252500000000001 0.044585000000000007 0.090905000000000014
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=-5.5361612186830262e-05 0.00030280036595433909 0.00030777790105744601 0.00017402360396379443 -0.00048164727642301754 0.00019794081603142195 -0.00052547639616745668
leaf_weight=0.0013351166917412781 0.0010508539214008497 0.0012006023573397267 0.0017341553943599555 0.0010284104240651498 0.0015550119609979234 0.0015051677417780168
leaf_count=1539 206 276 399 318 412 760
internal_value=0 -4.55912e-05 -0.000104862 -0.000194032 -0.000126736 -0.000304492
internal_weight=0 0.00835846 0.00715786 0.00542371 0.0043953 0.00284028
internal_count=3910 3704 3428 3029 2711 2299
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.02351e-05 2.02749e-05 3.06325e-05 6.91279e-05 2.73687e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.085644999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0094071615102126506 0.0080431115856616081 -0.013676694162738482 -0.015461173184533697 0.026445904452536053 0.0064263365600907979
leaf_weight=0.0019694379404663516 0.0013280776963627127 0.0011504826001183166 0.0011080769595540564 0.0010870372506414194 0.0018367034936476929
leaf_count=1354 345 520 400 415 876
internal_value=0 -0.00151611 0.000815157 0.00580849 0.0138695
internal_weight=0 0.00715174 0.00600126 0.00403182 0.00292374
internal_count=3910 3565 3045 1691 1291
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=7
num_cat=0
split_feature=0 1 4 49 12 3
split_gain=9.75422e-06 2.90427e-05 2.63628e-05 4.21563e-05 5.38235e-05 1.73174e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.0051950000000000008 -0.029304999999999998 0.051320000000000005 0.045635000000000002
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=-0.015896778182171518 0.0073899924973017872 0.0012303329557881645 0.023463681946993446 0.011683343294686996 -0.017109237463337913 -0.016927414017217042
leaf_weight=0.001177201981138608 0.0014695008612789192 0.00107720695882445 0.0010409279542087642 0.0015658156069748522 0.001109139860473396 0.001025047241680215
leaf_count=1905 255 803 149 350 210 238
internal_value=0 -0.00157224 0.00132609 0.00638917 -0.000255173 -0.00762328
internal_weight=0 0.00699534 0.00581814 0.00371588 0.00267496 0.00210225
internal_count=3910 3655 1750 709 560 1041
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=7
num_cat=0
split_feature=13 51 15 48 16 42
split_gain=1.01835e-05 2.25105e-05 2.88053e-05 3.96388e-05 6.50445e-05 3.55826e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.16430499999999995 0.085875000000000021 0.15100500000000003 1.0000000180025095e-35
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=0.0092066014527466076 0.016309661885159074 -0.014337885468492146 0.017980451148873054 -0.019699365630786121 -0.017131735359759783 -0.0050572391189595061
leaf_weight=0.0010489013390895981 0.0010293683538035057 0.0011264357157420735 0.0019880776708515527 0.0010181471563044534 0.0012253835565360768 0.0010115725885226903
leaf_count=210 335 425 953 351 454 1182
internal_value=0 -0.00132195 0.00101548 -0.00198716 0.00228112 0.0102114
internal_weight=0 0.00739899 0.00627255 0.00524318 0.00422503 0.00299965
internal_count=3910 3700 3275 2940 2589 2135
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.1656e-05 2.68171e-05 2.90564e-05 3.29131e-05 4.65131e-05 4.24916e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00021971469265614143 -0.00026763252953240633 0.00035846581046891694 -0.00036534362772389621 -0.0002787604120656054 0.00035067035878940837 0.00013875418771064907
leaf_weight=0.0013038022561326712 0.0010035372675642308 0.0012414126562785809 0.0010621862109808354 0.00109011823732708 0.001746576166727346 0.0016285706671255976
leaf_count=385 279 198 916 316 566 1250
internal_value=0 3.77865e-05 8.73858e-05 2.65038e-05 0.000101498 -6.02403e-05
internal_weight=0 0.00807267 0.00676886 0.00552745 0.00443733 0.00269076
internal_count=3910 3631 3246 3048 2732 2166
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=8
num_cat=0
split_feature=157 160 52 4 2 13 4
split_gain=1.54871e-05 6.21728e-05 3.42759e-05 3.78293e-05 0.000106607 6.15533e-05 2.63681e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.28937500000000005 0.10457000000000001 -0.070604999999999987 0.0057500000000000008
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=0.00022289323253767821 -0.00046410845130705338 0.00040382942052667346 0.00036498788148409995 0.00029039125558647801 -0.00063154799893761231 -0.00035582217451858323 6.7819304827205248e-05
leaf_weight=0.0010188979704925912 0.0011115809921376785 0.0012996369017853732 0.0010326651470307213 0.0011859248563268563 0.0011127309935763611 0.0010662354141018327 0.0012012457182220609
leaf_count=563 828 543 240 291 355 929 161
internal_value=0 -3.37622e-05 3.55817e-05 -2.241e-05 -0.000101677 6.36113e-05 -0.000131389
internal_weight=0 0.00801002 0.00689844 0.00586577 0.00467985 0.00356712 0.00226748
internal_count=3910 3347 2519 2279 1988 1633 1090
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=6
num_cat=0
split_feature=43 3 1 0 4
split_gain=1.18981e-05 2.40069e-05 1.62112e-05 3.54471e-05 2.8085e-05
threshold=-0.044024999999999988 -0.075954999999999981 0.11831500000000002 -0.23029999999999998 -0.00072999999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0028551817084297233 0.010023184666902959 0.015001506980889501 0.0077400908976465307 -0.0026312789094490707 -0.021566718514571523
leaf_weight=0.0017183360058755047 0.0010741201986487472 0.0013400331173024718 0.0011417296178206308 0.0017742176469380418 0.0014024524361235283
leaf_count=1267 132 581 256 1236 438
internal_value=0 0.00496878 -0.00283941 -0.00568098 -0.010991
internal_weight=0 0.00305837 0.00539252 0.00425079 0.00317667
internal_count=3910 1848 2062 1806 1674
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=7
num_cat=0
split_feature=147 52 12 4 3 0
split_gain=2.2803e-05 2.68976e-05 4.86114e-05 4.96535e-05 4.4779e-05 3.23735e-05
threshold=1.0000000180025095e-35 0.11401500000000002 0.097345000000000015 0.080255000000000007 -0.032959999999999996 -0.14808999999999997
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=-0.00020848958054132304 0.00027701424481318677 -0.00030922177054607067 0.00031715024252423153 -0.0003811824192790836 -4.7539445814712756e-05 0.00040824664913037935
leaf_weight=0.0016939731190046075 0.0010099004932931392 0.0011802405806820388 0.001553921297133381 0.001492350941437552 0.0010735139401569669 0.0013558525278245027
leaf_count=1738 234 639 497 368 103 331
internal_value=0 -3.49318e-05 1.0221e-05 -7.47095e-05 3.62115e-05 0.000206839
internal_weight=0 0.00834985 0.00716961 0.00561569 0.00412334 0.00242937
internal_count=3910 3676 3037 2540 2172 434
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=7
num_cat=0
split_feature=157 160 52 3 2 43
split_gain=2.25432e-05 7.43324e-05 3.2639e-05 4.21467e-05 3.88903e-05 4.27508e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.099015000000000006 -0.073139999999999983
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=0.00027543655697914526 -0.00050128306464110122 0.00021524965998330519 0.00036303436549229337 -0.00034554768359633419 0.00035570123886079474 -0.00022908602415748711
leaf_weight=0.0010256667553823961 0.0011227128701080703 0.0014409876816514843 0.0010387055603558477 0.0011789134946300671 0.0013125538449341176 0.0019714477318309013
leaf_count=563 828 541 240 199 502 1037
internal_value=0 -3.3187e-05 4.25104e-05 -1.38811e-05 6.88717e-05 -4.1454e-05
internal_weight=0 0.00806532 0.00694261 0.0059039 0.00472499 0.00341244
internal_count=3910 3347 2519 2279 2080 1578
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=9.60306e-06 1.90169e-05 1.60197e-05 3.90854e-05 1.49432e-05
threshold=-0.047174999999999988 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0022902376915758566 -0.012166507475199153 0.013665602372276577 -0.014136061810924104 0.01706298480418672 0.00029240447552868128
leaf_weight=0.001764440204324225 0.0013111006020739332 0.0012953388458589793 0.0011639727908742492 0.001060284860877253 0.0018725900841878678
leaf_count=655 427 1181 852 225 570
internal_value=0 0.00446457 -0.00254557 0.000533382 -0.0052383
internal_weight=0 0.00305978 0.00540795 0.00409685 0.00303656
internal_count=3910 1836 2074 1647 1422
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=7
num_cat=0
split_feature=47 43 16 1 15 2
split_gain=4.91454e-05 6.87731e-05 4.81836e-05 5.64406e-05 5.93225e-05 5.14691e-05
threshold=0.11669500000000001 -0.18906999999999999 0.081265000000000018 1.0000000180025095e-35 -0.0089749999999999986 0.089910000000000004
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=0.00050548099669809655 -0.00040377238640095994 -0.00030345169042680247 -0.0003124487788849561 -0.00024684485375071956 0.00052256270956957092 0.00023573757746694416
leaf_weight=0.0011115070489709084 0.0010264766517815447 0.0012624829285051648 0.0016570776658662604 0.001483027189648697 0.001286476640876907 0.0019896690811963117
leaf_count=248 179 1554 572 390 588 379
internal_value=0 4.96253e-05 -1.63605e-05 6.5119e-05 0.000162891 2.9649e-05
internal_weight=0 0.00879024 0.00767873 0.00602166 0.00475917 0.0034727
internal_count=3910 3731 3483 2911 1357 769
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=6
num_cat=0
split_feature=43 4 1 15 1
split_gain=9.7711e-06 2.37235e-05 2.56334e-05 2.43545e-05 3.48021e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 0.11097000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0083784749287385812 -0.015077836003566698 -0.012174733965329653 0.0095216617642734872 0.016279363568435769 -0.009685652836993075
leaf_weight=0.0011934860256458376 0.0010777915125882815 0.001193945964109256 0.0019299044152735999 0.0012413474407209678 0.0018453784531227346
leaf_count=261 278 1794 475 613 489
internal_value=0 -0.0013825 0.000994203 0.00412838 0.000133024
internal_weight=0 0.00728837 0.00621058 0.00501663 0.00377528
internal_count=3910 3649 3371 1577 964
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=7
num_cat=0
split_feature=13 3 16 52 150 0
split_gain=1.0706e-05 2.13828e-05 3.04284e-05 4.82052e-05 3.91692e-05 4.02815e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084240000000000023 0.086870000000000017 -0.10575999999999998
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=0.0094032565138486915 0.021430351030753692 -0.013569379921602082 0.016287245137175981 -0.021058317953228087 -0.013359356714241181 -0.0019618580709283386
leaf_weight=0.0010577687901095079 0.0013584397819064698 0.0012003856215469615 0.0010775657217016298 0.0010720457682536289 0.0010974420646282599 0.0016069696684704547
leaf_count=210 299 138 502 1166 280 1315
internal_value=0 -0.00135108 0.00100977 -0.00219623 0.00278082 0.008754
internal_weight=0 0.00741285 0.00621246 0.0051349 0.00406285 0.00296541
internal_count=3910 3700 3562 3060 1894 1614
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=7
num_cat=0
split_feature=11 4 1 2 3 47
split_gain=1.91718e-05 3.0319e-05 4.56757e-05 6.05195e-05 6.62294e-05 3.41283e-05
threshold=0.077330000000000024 -0.14963999999999997 0.088010000000000019 1.0000000180025095e-35 0.11265500000000002 0.092255000000000018
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=0.00024661957474060114 -0.00025520960934153166 -0.00031147532038480627 -0.00044051026225317092 0.00060666695037567384 -3.5708476871309738e-05 6.4779489292259024e-05
leaf_weight=0.0019310593153224693 0.001003313633179838 0.0016740481459831588 0.0010001055811000692 0.0011929613583321979 0.0012782532173344937 0.0010571444390588523
leaf_count=262 279 2084 568 318 208 191
internal_value=0 3.20674e-05 -3.47302e-05 6.75748e-05 0.000274394 -0.000180861
internal_weight=0 0.00813357 0.00620251 0.00452846 0.00247121 0.00205725
internal_count=3910 3631 3369 1285 526 759
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=6
num_cat=0
split_feature=42 43 160 15 0
split_gain=1.09101e-05 2.65959e-05 2.58922e-05 2.691e-05 4.52867e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 -0.03231499999999999 -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=-0.0091042056064347555 0.014512023095371723 -0.013691533436334561 -0.0079322597921460385 -0.0074107068760815263 0.017857419252505117
leaf_weight=0.001140512592150149 0.0012788536239043864 0.0013287165547346391 0.0010950722959575945 0.0018214668687914484 0.0018002479741925871
leaf_count=1060 581 799 120 790 560
internal_value=0 0.00141031 -0.0013612 0.00211225 0.00810321
internal_weight=0 0.00732436 0.0060455 0.00471679 0.00289532
internal_count=3910 2850 2269 1470 680
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=7
num_cat=0
split_feature=0 52 457 49 15 0
split_gain=1.13477e-05 2.62424e-05 3.14349e-05 5.21825e-05 3.86545e-05 1.42858e-05
threshold=0.055865000000000005 -0.094124999999999986 0.041935000000000007 -0.006494999999999999 -0.11739999999999999 -0.10131499999999999
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=-0.015288168999220923 0.0079797299810408819 -0.021491404075503599 0.016247238641394629 -0.0099866555006798349 0.019881550303333887 0.0038766923969911489
leaf_weight=0.0011789681358866169 0.0014701781371312872 0.001105582234930244 0.0011056371668951006 0.0013534983656001746 0.0010550356940217658 0.0011830892111958124
leaf_count=652 255 351 289 432 205 1726
internal_value=0 -0.00168666 0.00107677 -0.00249408 0.00335372 0.0114213
internal_weight=0 0.00698181 0.00580284 0.00469721 0.00359162 0.00223812
internal_count=3910 3655 3003 2714 2363 1931
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=1.0983e-05 2.55373e-05 3.17409e-05 2.79318e-05 4.18763e-05 2.27873e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 -0.13506999999999997
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=0.014905711515035572 -0.002414010158365548 -0.016221179771664374 0.015048511438666798 -0.015573086046523806 -0.011962197058556261 0.01687710258564391
leaf_weight=0.0012754737178694367 0.0014911150753246177 0.001085814843385215 0.0011748286892843537 0.0013052234377018126 0.0010640241595178566 0.0010389667610549945
leaf_count=297 208 663 231 434 1518 559
internal_value=0 -0.00236672 0.000754602 -0.00385285 0.00268595 0.0055078
internal_weight=0 0.00590536 0.00481955 0.00364472 0.0023395 0.00253008
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=1.01152e-05 3.22774e-05 2.24423e-05 3.44958e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0068034948956828883 -0.0084563444940075286 0.014461738445827894 -0.011033850814226955 0.011300300014960161
leaf_weight=0.0013076658727178502 0.0016316168169368342 0.0015716092396547018 0.0019810974303738809 0.0019281754580605544
leaf_count=795 339 395 817 1564
internal_value=0 0.00480381 -0.00250279 0.00224492
internal_weight=0 0.00287928 0.00554089 0.00355979
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=7
num_cat=0
split_feature=3 15 13 47 15 3
split_gain=1.07556e-05 2.13097e-05 3.15231e-05 3.82963e-05 3.90559e-05 3.07069e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.088444999999999982 0.09252500000000001 -0.03231499999999999 -0.069909999999999986
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=0.011170436887398993 0.008644756805138756 -0.019832552261140685 0.016381868408930883 -0.017416001685337922 -0.015302914529786243 0.0071840382164930702
leaf_weight=0.0011229803261215828 0.0012280406742972323 0.0010228296831963192 0.0015426511286563403 0.0010650100120604238 0.0012042866019465338 0.0012249307460987693
leaf_count=347 239 460 790 266 1451 357
internal_value=0 -0.00148231 -0.00382711 -0.000576916 0.00393829 -0.00396389
internal_weight=0 0.00718269 0.00605971 0.00503688 0.00397187 0.00242922
internal_count=3910 3671 3324 2864 2598 1808
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=7
num_cat=0
split_feature=0 52 15 49 15 16
split_gain=1.15423e-05 1.94729e-05 2.71428e-05 2.6064e-05 3.12036e-05 8.72915e-05
threshold=0.055865000000000005 -0.094124999999999986 -0.19153499999999998 -0.073619999999999977 -0.095799999999999982 -0.072804999999999981
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=-0.013450500121569939 0.0080719477958829302 -0.013080834444578998 -0.0097157372100701595 -0.0049653543471848962 0.0364210896045324 -0.0022670993203233484
leaf_weight=0.0011729815214468276 0.001461652068480499 0.0011470547949222788 0.0010526070831033897 0.0011961606618462193 0.0010462361956209913 0.0013177299915400167
leaf_count=652 255 356 266 307 1125 949
internal_value=0 -0.00170642 0.000685266 0.0041085 0.00819585 0.0148554
internal_weight=0 0.00693277 0.00575979 0.00461273 0.00356013 0.00236397
internal_count=3910 3655 3003 2647 2381 2074
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=7
num_cat=0
split_feature=52 52 0 47 13 2
split_gain=1.08957e-05 2.0178e-05 2.06405e-05 3.66907e-05 4.2743e-05 1.87967e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.14674999999999996 0.084695000000000006 -0.083924999999999986 0.086915000000000006
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=-0.0029360487820870142 -0.014180893686894897 0.010874796552854281 0.0068738003198841246 0.012942397229437878 -0.019017893470817941 0.016015774227960921
leaf_weight=0.00108048619514365 0.0011306827339619919 0.0014114655674567654 0.0010171901619382461 0.0010119012416779272 0.0017085365638811307 0.0010149008695982873
leaf_count=320 527 267 549 250 1346 651
internal_value=0 -0.00208432 0.00057195 -0.00331878 -0.0093556 0.00624327
internal_weight=0 0.00627978 0.00514909 0.00373763 0.00272573 0.00209539
internal_count=3910 2939 2412 2145 1895 971
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=7
num_cat=0
split_feature=0 47 4 16 2 12
split_gain=1.06849e-05 2.52666e-05 2.78457e-05 5.10293e-05 3.81066e-05 1.23622e-05
threshold=-0.017269999999999997 0.09252500000000001 0.0057500000000000008 -0.0099649999999999982 0.11230000000000001 0.08598500000000002
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=-0.020765734632300036 0.014160909787146526 -0.013552334870729163 0.019766847230501566 0.0098778502624998418 -0.0055537390361020157 -0.00070415140553698439
leaf_weight=0.0011848416283296551 0.0010014159221152239 0.0014798226149618709 0.0013785015423799282 0.0010038342861714393 0.0010448820707639225 0.0012676220915025498
leaf_count=1548 259 387 460 750 319 187
internal_value=0 -0.00218287 0.00146513 -0.00671108 0.00884946 0.00585639
internal_weight=0 0.00609188 0.00461206 0.00218868 0.00242338 0.00226904
internal_count=3910 3464 3077 2298 779 446
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 13
split_gain=1.15015e-05 1.88921e-05 3.38365e-05 4.13572e-05 3.89912e-05 3.04833e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26364000000000004 -0.0063699999999999989 0.077110000000000012 -0.0019849999999999994
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=0.0098503769411865047 -0.019438521132128444 0.010881618541222122 -0.02025756174173456 0.020852735643265959 0.0043901534679099512 -0.0014501926463791322
leaf_weight=0.0010377435734717317 0.0015155593143968793 0.0010692089838889992 0.0010103853248093443 0.0011708370126814664 0.001255621402064398 0.0012858614062083984
leaf_count=317 775 588 446 1011 386 387
internal_value=0 -0.00140003 -0.00350504 -0.000267308 -0.00864175 0.00917915
internal_weight=0 0.00730747 0.00623826 0.00522788 0.00277118 0.0024567
internal_count=3910 3593 3005 2559 1161 1398
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=8
num_cat=0
split_feature=157 160 49 43 13 2 3
split_gain=1.71487e-05 5.97497e-05 2.88492e-05 3.63533e-05 5.26e-05 2.68531e-05 3.12528e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.073139999999999983 -0.0097449999999999985 0.087995000000000004 0.11265500000000002
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=0.00023956319308904509 -0.00045674366158879277 0.00049252647109700241 0.00034369243978407904 -0.00035644294943645995 -0.00011426990678740387 0.00020117701797944522 -0.00026305608566764931
leaf_weight=0.0010098347204910629 0.0010956781392793139 0.0010742509187938063 0.0010029672443064522 0.0013493560127024289 0.0011238134085208846 0.0012449421858698893 0.00100975247793193
leaf_count=563 828 334 392 798 334 521 140
internal_value=0 -3.1793e-05 3.66278e-05 -1.64521e-05 0.000182287 -0.000137661 -6.7272e-06
internal_weight=0 0.00790076 0.00680508 0.00580212 0.00219806 0.00360405 0.00225469
internal_count=3910 3347 2519 2127 668 1459 661
is_linear=0
shrinkage=0.00196078


Tree=8178
num_leaves=6
num_cat=0
split_feature=1 12 2 151 12
split_gain=1.16458e-05 1.83347e-05 2.85291e-05 6.27714e-05 2.04226e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 0.081660000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0093434546147244894 0.0086428619711926367 -0.013301628926398277 -0.01502240146490442 0.0070389023783811377 0.024713493340805134
leaf_weight=0.0019334711518228468 0.0013129391384311649 0.0011274983324604743 0.0010853780333599959 0.0018764873390144303 0.0010032848821855769
leaf_count=1354 345 520 400 405 886
internal_value=0 -0.0016175 0.000615873 0.0054722 0.0131966
internal_weight=0 0.00702612 0.00589862 0.00396515 0.00287977
internal_count=3910 3565 3045 1691 1291
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=6
num_cat=0
split_feature=15 1 49 3 12
split_gain=1.14321e-05 2.58641e-05 3.95818e-05 4.53323e-05 4.36242e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.006494999999999999 0.094625000000000015 0.083325000000000024
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0087242268127384875 -0.0097859018439870552 -0.0073200585959593547 0.033186032458989781 -0.0038274685867447471 0.0056651934452525048
leaf_weight=0.0018733657033074298 0.0010443301890226703 0.0017768513053505732 0.0011477130786775923 0.0013271159466925106 0.0011562213231957653
leaf_count=1064 1436 403 338 258 411
internal_value=0 0.00140201 0.00490987 0.0108946 0.0193748
internal_weight=0 0.00728127 0.0054079 0.00363105 0.00230393
internal_count=3910 2474 1410 1007 749
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=8
num_cat=0
split_feature=11 13 39 1 1 1 16
split_gain=2.50705e-05 3.71551e-05 5.45615e-05 6.53793e-05 7.33652e-05 5.08044e-05 3.03332e-05
threshold=0.077330000000000024 -0.083514999999999992 0.005105000000000001 0.11593500000000001 0.10498500000000001 0.076710000000000014 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-2.3059679258189345e-05 -0.00029174513010698399 -0.00041131072941523336 0.0003573905067249224 -0.0005464456006400775 0.00042135122794861147 0.00056377883875073046 6.5938748872956888e-06
leaf_weight=0.0012353095925486859 0.0010227642382788565 0.001224789647151725 0.0010526339939429382 0.0011381764013404282 0.0010804360386532218 0.0010486776904585103 0.0014682897405032475
leaf_count=681 279 1009 309 176 136 429 891
internal_value=0 3.37211e-05 -4.77161e-05 -0.000134535 -1.02939e-05 0.000246383 -0.000183466
internal_weight=0 0.00824831 0.00596433 0.00491169 0.00377352 0.00228399 0.00269308
internal_count=3910 3631 2521 2212 2036 1110 1900
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=7
num_cat=0
split_feature=43 47 16 16 49 0
split_gain=1.12478e-05 2.79655e-05 3.63119e-05 3.0428e-05 4.13822e-05 3.01964e-05
threshold=-0.18906999999999999 0.10561500000000001 0.081265000000000018 -0.0083999999999999995 -0.029304999999999998 -0.11756999999999999
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=0.0090862159778536365 0.0085252337534804812 0.013766966218152481 -0.019074905948529203 0.015048332548850955 -0.024380986115592956 -0.001404736233735602
leaf_weight=0.001170701443665597 0.0015238504010776344 0.0010290271322025094 0.0012739104728886541 0.0010409295167192545 0.00112941106909689 0.0011589735356791289
leaf_count=261 328 258 548 583 265 1667
internal_value=0 -0.00148711 -0.00404899 -0.000104833 -0.0042424 -0.0127445
internal_weight=0 0.0071561 0.00612707 0.00485316 0.00381224 0.00228838
internal_count=3910 3649 3391 2843 2260 1932
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=7
num_cat=0
split_feature=13 51 15 4 12 3
split_gain=1.13522e-05 2.16071e-05 2.96459e-05 3.89832e-05 4.62172e-05 1.82506e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.16430499999999995 0.10910000000000002 0.085465000000000013 -0.015794999999999997
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=0.0098051439082440586 0.016461243047535296 -0.014347608511887362 0.020836832063206689 -0.017137532763451233 -0.013452224813496972 0.0037549741350857558
leaf_weight=0.0010335995917125891 0.0010216762386458184 0.0010941577252723891 0.001005349174357994 0.0013030354529133563 0.0011968083984161132 0.0016553117479059705
leaf_count=210 335 425 582 291 1748 319
internal_value=0 -0.00139453 0.000897977 -0.00218324 0.00286826 0.0102095
internal_weight=0 0.00727634 0.00618218 0.0051605 0.00385747 0.00266066
internal_count=3910 3700 3275 2940 2649 901
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 43
split_gain=1.48748e-05 4.22581e-05 6.885e-05 3.90414e-05 4.35038e-05 3.8191e-05
threshold=0.10113500000000002 -0.077894999999999978 0.11265500000000002 -0.115685 0.090325000000000003 -0.06705499999999999
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=0.00022480890888818835 -0.00021414583660304195 0.00056026781865658689 -5.8023532477389177e-05 -8.3819808466630019e-05 0.00012387598031850442 -0.0005816770744462666
leaf_weight=0.0012379449280686609 0.0012475576588719282 0.0012573576840722795 0.0015411478322769918 0.001181128848102684 0.0012065429092744302 0.0011884715848447364
leaf_count=254 282 428 277 1166 159 1344
internal_value=0 8.59786e-05 0.000219772 -7.53094e-05 -0.000179201 -0.00033352
internal_weight=0 0.00404606 0.00279851 0.00481409 0.00357614 0.0023696
internal_count=3910 987 705 2923 2669 2510
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.11619e-05 3.79643e-05 4.00341e-05 3.45006e-05 6.06666e-05 3.07316e-05
threshold=0.10113500000000002 -0.115685 0.090325000000000003 -0.077894999999999978 0.11265500000000002 -1.0000000180025095e-35
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=0.012276153441343881 -0.01029616421281662 -0.027695141949569971 0.0065061158912115159 0.027276014133059991 -0.0032986793530684622 -0.0041144621770194045
leaf_weight=0.0011544030747397309 0.00116906290315494 0.0011715007276928199 0.0011372800053563465 0.0011726824390272455 0.0014531624598039007 0.0010462798515370516
leaf_count=254 282 1164 159 428 277 1346
internal_value=0 -0.003366 -0.00874812 0.0039937 0.0103557 -0.0165705
internal_weight=0 0.00450946 0.00335506 0.00379491 0.00262584 0.00221778
internal_count=3910 2923 2669 987 705 2510
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=7
num_cat=0
split_feature=15 3 4 150 3 15
split_gain=1.05122e-05 2.9304e-05 4.21673e-05 2.13522e-05 4.00817e-05 3.31557e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 0.08486500000000001 -0.074234999999999982 -0.11399999999999998
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=0.013727430839753113 0.00044663816494994077 0.010149034069155063 -0.024877104567688806 0.014615383462629758 0.0034519174667696872 -0.022138518974461945
leaf_weight=0.0011764556878833248 0.0017191621072210359 0.0010827766021061689 0.0010647940215198226 0.0012153414621906525 0.0010018727940709286 0.0010235376147705968
leaf_count=756 1212 114 848 278 370 332
internal_value=0 -0.00380994 -0.00923906 0.00333042 -0.000953041 -0.00948016
internal_weight=0 0.00386673 0.00278396 0.00441721 0.00320187 0.00202541
internal_count=3910 2174 2060 1736 1458 702
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=6
num_cat=0
split_feature=49 51 42 4 4
split_gain=1.05057e-05 3.37024e-05 4.84345e-05 3.63108e-05 3.5258e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.25367000000000006 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0065509641842706329 0.0097763955615258503 -0.018397852941941864 -0.01514783093384011 0.021654478601663068 -0.01301907203964359
leaf_weight=0.0018872169796255306 0.001699690676844053 0.0010414391159608606 0.0013446395669257294 0.0011648239430386482 0.001129355072766235
leaf_count=505 895 434 1363 271 442
internal_value=0 -0.00194222 0.00126795 0.00679475 0.000676445
internal_weight=0 0.00637995 0.00533851 0.00399387 0.00282905
internal_count=3910 3405 2971 1608 1337
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=6
num_cat=0
split_feature=43 3 52 16 2
split_gain=1.23305e-05 2.12755e-05 1.86051e-05 3.19008e-05 1.58581e-05
threshold=-0.044024999999999988 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0023262987117334682 -0.013431969156120736 0.01468857742463525 -0.014073403504262958 0.015540817009901254 0.00096784334471762979
leaf_weight=0.0016766091879373323 0.0012745874852354852 0.001308374348095262 0.001142896089211148 0.0010364458067442677 0.0018126512130166336
leaf_count=1267 426 581 845 224 567
internal_value=0 0.00513164 -0.00291329 0.000445176 -0.00484854
internal_weight=0 0.00298498 0.00526658 0.00399199 0.00295555
internal_count=3910 1848 2062 1636 1412
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=8
num_cat=0
split_feature=157 160 52 49 2 13 15
split_gain=1.51851e-05 7.1452e-05 2.59846e-05 4.02229e-05 5.75921e-05 6.90889e-05 8.22704e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 -0.081419999999999979 0.10457000000000001 1.0000000180025095e-35 -0.064869999999999983
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=0.00022304572642518384 -0.00049347431550058869 0.00033389361657161384 0.0003314632591353931 -0.00012513338025774146 -0.00040351679368357571 -0.00032560413660384212 0.0006540139420619012
leaf_weight=0.0010133207515544201 0.0011089759664743805 0.0010794098079417655 0.0010218656505628747 0.001016732739037873 0.0014969730309505923 0.0011433155359848214 0.0010686882569659578
leaf_count=563 828 181 240 361 495 350 892
internal_value=0 -3.1848e-05 4.31386e-05 -7.61469e-06 -8.56194e-05 6.17708e-05 0.000274146
internal_weight=0 0.00793596 0.00682699 0.00580512 0.00472571 0.00322874 0.00208542
internal_count=3910 3347 2519 2279 2098 1603 1253
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=5
num_cat=0
split_feature=52 1 16 0
split_gain=1.01412e-05 2.75534e-05 2.34218e-05 2.94178e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0038844156030487832 -0.007706660481000405 0.016037106045079363 -0.011326686193314848 0.01073109246072006
leaf_weight=0.0015813560998720201 0.0015835977386848281 0.0012376402601674884 0.0019440280071908156 0.001907956645590971
leaf_count=742 339 448 817 1564
internal_value=0 0.00486185 -0.00252948 0.00236863
internal_weight=0 0.002819 0.00543558 0.00349155
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=6
num_cat=0
split_feature=42 43 0 3 13
split_gain=1.00664e-05 2.82444e-05 2.16543e-05 2.26142e-05 1.85816e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.074014999999999984 0.096385000000000012 -0.071149999999999977
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0088266392966064901 0.0017676843642839791 -0.0067923666414615906 -0.012079467247756437 0.0096400471910427846 0.020519630532608479
leaf_weight=0.0011180249831551558 0.0010647625091060324 0.0015831571814481742 0.0016528535338670974 0.001778095158739763 0.0010490851453785932
leaf_count=1060 972 726 506 285 361
internal_value=0 0.00137921 -0.00270797 0.00190034 0.0110741
internal_weight=0 0.00712795 0.00501411 0.00336125 0.00211385
internal_count=3910 2850 1517 1011 1333
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=7
num_cat=0
split_feature=0 52 457 49 15 0
split_gain=1.67664e-05 3.24076e-05 4.15132e-05 5.50935e-05 3.67869e-05 1.40564e-05
threshold=0.055865000000000005 -0.092854999999999979 0.041935000000000007 -0.006494999999999999 -0.11739999999999999 -0.10131499999999999
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=-0.00031930935341308286 0.00019182733726290214 -0.00042057599389752501 0.00036171224563568853 -0.00018690020866349004 0.00037215006969345399 7.0543712147496483e-05
leaf_weight=0.001252524766592605 0.0015598310991190561 0.0011819254352277569 0.0011549481252412187 0.0014093227121666873 0.0011237150444118776 0.0012604929327369502
leaf_count=664 255 349 288 430 205 1719
internal_value=0 -3.19068e-05 2.68134e-05 -5.09263e-05 6.4243e-05 0.000212696
internal_weight=0 0.00738293 0.0061304 0.00497546 0.00379353 0.00238421
internal_count=3910 3655 2991 2703 2354 1924
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=6
num_cat=0
split_feature=49 49 133 16 1
split_gain=8.79311e-06 2.4774e-05 1.57531e-05 3.135e-05 3.72825e-05
threshold=-0.081274999999999986 -0.006494999999999999 1.0000000180025095e-35 0.05259500000000001 0.094890000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0077830520074155876 -0.014372812681824818 -0.016359941749122749 -0.0096714883191636007 0.014757814315853754 0.0064050681149111265
leaf_weight=0.0012350971627320744 0.0012116668524852882 0.0011588354069063272 0.0010601815324669528 0.0016862388451212018 0.0018971128345604978
leaf_count=319 437 1121 1147 508 378
internal_value=0 -0.00136736 0.00134847 0.00381213 -0.00222757
internal_weight=0 0.00701404 0.00580237 0.00474219 0.00305595
internal_count=3910 3591 3154 2007 1499
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=7
num_cat=0
split_feature=151 48 51 1 4 3
split_gain=9.37677e-06 2.80539e-05 4.38327e-05 5.24108e-05 6.2595e-05 1.44513e-05
threshold=-0.076429999999999984 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 -0.017449999999999997 -0.074234999999999982
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=0.0074675116545705553 -0.0049620321621553498 0.012254554494275455 -0.023430019818751327 0.015925996579474085 -0.025472746365739287 0.011871656487731037
leaf_weight=0.0013971641484962312 0.0010368616133077215 0.0012154186947028823 0.0010046529560980349 0.001381361975804872 0.001198892794710458 0.0010035767335374564
leaf_count=582 1173 330 451 364 703 307
internal_value=0 -0.00152249 -0.00449917 -0.000383135 -0.00733791 0.00331751
internal_weight=0 0.00684076 0.00562535 0.00462069 0.00323933 0.00204044
internal_count=3910 3328 2998 2547 2183 1480
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=8
num_cat=0
split_feature=11 13 1 39 1 1 2
split_gain=2.86672e-05 3.61325e-05 4.03732e-05 3.51412e-05 6.09512e-05 4.3684e-05 2.41302e-05
threshold=0.077330000000000024 -0.083514999999999992 0.076710000000000014 0.005105000000000001 0.11593500000000001 0.10498500000000001 0.094010000000000024
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=1.9400120265526486e-06 -0.0003198384624828822 1.6420572229855407e-05 0.00053150566270803931 0.00028007358011933949 -0.00052430294311139858 0.0003431889995264086 -0.00036491453937200641
leaf_weight=0.0012135025333155562 0.0010058159384106263 0.0016457295433439322 0.0010176656853635798 0.0010241465642987224 0.001104478879840031 0.0010319543968407793 0.0010418694423483155
leaf_count=681 279 1297 429 309 176 136 603
internal_value=0 3.11894e-05 0.000243482 -4.98034e-05 -0.000119837 2.65061e-07 -0.000131407
internal_weight=0 0.00807935 0.00223117 0.00584818 0.00482403 0.00371955 0.0026876
internal_count=3910 3631 1110 2521 2212 2036 1900
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=7
num_cat=0
split_feature=157 51 12 2 12 15
split_gain=1.41635e-05 6.80277e-05 3.54372e-05 5.52484e-05 6.38049e-05 2.64674e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.10058500000000002 0.086650000000000019 0.085185000000000025 -0.074174999999999977
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=0.00021879202797170299 -0.00048984479706271934 -0.00021126222187523535 -0.00025875118360359347 0.00024556273072482917 0.00059500335724713604 -0.00013348911075489699
leaf_weight=0.0010084310189666665 0.001061196969380741 0.0015071836842603728 0.0012220998005005703 0.0014851653508525541 0.0012599124435017641 0.0013538252799127639
leaf_count=563 479 1199 383 364 707 215
internal_value=0 -2.79895e-05 4.37893e-05 0.000109742 0.000227776 6.48048e-05
internal_weight=0 0.00788938 0.00682819 0.00560609 0.0040989 0.00283899
internal_count=3910 3347 2868 2485 1286 579
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=7
num_cat=0
split_feature=16 151 1 15 4 12
split_gain=1.76939e-05 2.32856e-05 2.84331e-05 6.83853e-05 6.58267e-05 1.51901e-05
threshold=-0.52908499999999992 -0.075719999999999996 0.095575000000000007 -0.074174999999999977 -0.017449999999999997 0.091405000000000014
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=-0.00023812351057557747 0.00028264767870433901 -7.8092707078144838e-05 0.00039870565621267265 -0.00018550783515029518 -0.00050798296697792571 0.00023304171435668543
leaf_weight=0.0010497856675890796 0.0012145103360335537 0.0014296248622946634 0.0016510250059430243 0.0014441391330001726 0.0011903840770681328 0.0010437260841186784
leaf_count=179 508 993 439 402 826 563
internal_value=0 3.26769e-05 -1.22405e-05 0.000126124 -0.000129132 5.32025e-05
internal_weight=0 0.00797341 0.0067589 0.00309516 0.00366374 0.00247335
internal_count=3910 3731 3223 841 2382 1556
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=7
num_cat=0
split_feature=157 160 52 3 150 3
split_gain=1.79767e-05 7.0528e-05 3.40884e-05 3.63524e-05 4.37475e-05 2.86907e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.087235000000000021 -0.074234999999999982
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=0.00024243999326024188 -0.0004902656055647878 0.00032240211537346302 0.00036951106163553526 -0.00032986773375450157 -0.00027137841296196184 -3.3903044493634773e-05
leaf_weight=0.0010199035436542067 0.0011199824078762946 0.0019973958503385291 0.0010286200106046969 0.0011509049233311705 0.0011603120396951466 0.0015378422492390545
leaf_count=563 828 1387 240 199 170 523
internal_value=0 -3.39842e-05 4.03463e-05 -1.75667e-05 5.898e-05 0.000167408
internal_weight=0 0.00799506 0.00687508 0.00584646 0.00469555 0.00353524
internal_count=3910 3347 2519 2279 2080 1910
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=6
num_cat=0
split_feature=42 160 52 49 3
split_gain=1.01713e-05 2.49419e-05 2.91599e-05 3.43675e-05 3.21236e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 -0.029304999999999998 -0.050194999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0088694077460426523 -0.0096686481031027175 0.010636492087285636 0.015496704356594558 -0.02054956387004394 0.0035390709936692615
leaf_weight=0.0011199060871664819 0.0015893215212698731 0.0016590699033265971 0.0016898920370294127 0.0010974953206550348 0.0011170996638142697
leaf_count=1060 1040 330 451 720 309
internal_value=0 0.00137963 0.00453575 -0.000245987 -0.00839863
internal_weight=0 0.00715288 0.00556356 0.00387366 0.00221459
internal_count=3910 2850 1810 1359 1029
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=7
num_cat=0
split_feature=157 160 16 0 12 2
split_gain=1.66408e-05 5.68848e-05 2.87165e-05 4.16676e-05 5.67807e-05 3.47668e-05
threshold=-0.062384999999999996 -1.0000000180025095e-35 -0.055679999999999993 -0.15517999999999996 0.084100000000000022 0.096540000000000015
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=0.00023505263812578458 -0.00044630373548230386 -0.00010715063413085437 -0.00033039181674660885 0.00064694241531141228 4.3612640342210119e-05 0.00011265019428328514
leaf_weight=0.001001178415011769 0.0011030542735775617 0.0016081459204541891 0.0014455775864534823 0.0010393814247446011 0.0014177862548063024 0.0012874903190861614
leaf_count=569 823 190 473 338 1137 380
internal_value=0 -3.32761e-05 3.37387e-05 0.000138228 0.000298821 -0.000121684
internal_weight=0 0.00790144 0.00679838 0.00406531 0.00245717 0.00273307
internal_count=3910 3341 2518 1665 1475 853
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=2.7855e-05 2.69252e-05 3.11796e-05 6.1347e-05 4.50918e-05 8.6008e-05 4.6973e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.00031818878017154348 -0.0004053075282853111 0.00030902511858605232 -0.00025662153047614105 0.00049215027322899521 0.00012782581450239812 0.00049679620873250142 -0.00044657852326326875
leaf_weight=0.0010012575439755237 0.0010258688943325465 0.0011315902642744903 0.0016074377648271805 0.0010023682196613412 0.0010775357117639539 0.0011578144263698102 0.0011124577795750359
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 2.84465e-05 -1.7018e-05 5.46235e-05 -4.56498e-05 6.45601e-05 -0.000163956
internal_weight=0 0.00811507 0.00698348 0.00537605 0.00437368 0.00334781 0.00218999
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=7
num_cat=0
split_feature=42 43 2 0 0 48
split_gain=8.28063e-06 2.32177e-05 2.52445e-05 2.03973e-05 1.95869e-05 4.16061e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 0.086650000000000019 -0.074014999999999984 -0.14136999999999997 0.086065000000000016
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=-0.008003484770697452 -0.0014679593194178485 0.0086398916497565422 0.020371603250748948 -0.011532090897307484 0.013344639357727972 -0.018305568383886372
leaf_weight=0.0011228491174666453 0.0010073983728867801 0.0013142124534844244 0.0011151606641385363 0.0016618510292593621 0.0010492353768403614 0.0010160934689392338
leaf_count=1060 567 219 766 506 686 106
internal_value=0 0.00123261 0.0100062 -0.00246132 0.00199913 -0.00310925
internal_weight=0 0.00716395 0.00212256 0.00504139 0.00337954 0.00233031
internal_count=3910 2850 1333 1517 1011 325
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=8
num_cat=0
split_feature=147 0 16 16 2 1 52
split_gain=3.28122e-05 3.65936e-05 5.25647e-05 5.3779e-05 4.43915e-05 4.43767e-05 2.74995e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.30307999999999996 -0.013024999999999998 0.081615000000000007 0.094485000000000013 0.090640000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -3
right_child=-2 6 3 4 -6 -7 -8
leaf_value=-0.00048337285877246246 0.00033145638163170561 0.00037911807050295678 -9.4866059421697241e-05 -0.00055735804032991301 -4.3189047647337772e-06 0.00040209933753229313 -5.9799684546156781e-05
leaf_weight=0.0012207071328560505 0.0010149162010162091 0.0011820135364018968 0.0013814976650278765 0.0010191508484504207 0.001233272981321265 0.0013817665653898675 0.0010244554941505266
leaf_count=368 234 316 1512 305 784 296 95
internal_value=0 -4.16925e-05 -0.000118476 -2.96685e-05 -0.000254552 0.000153641 0.00017533
internal_weight=0 0.00844286 0.0062364 0.00501569 0.00225242 0.00276326 0.00220647
internal_count=3910 3676 3265 2897 1089 1808 411
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=8.96144e-06 2.24966e-05 4.39054e-05 3.21755e-05 3.2227e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0082390031174848413 -0.0087008008762929148 0.01822545190468566 -0.015606944886434172 -0.0065603398598170354 0.015544518698250768
leaf_weight=0.0018653843020922907 0.0010396912691096223 0.0016273930436750505 0.001123456008505891 0.0013062580454310784 0.0013321745965812854
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00122623 0.00450241 -0.00143417 0.00460065
internal_weight=0 0.00725467 0.00538928 0.00376189 0.00263843
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=7
num_cat=0
split_feature=13 3 39 3 15 2
split_gain=1.68286e-05 2.61951e-05 3.399e-05 3.69967e-05 0.000105364 1.72807e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.100615 -0.053579999999999996 0.093070000000000014
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=0.00021841674080873326 0.00026313366067614197 -0.00029830812901065134 0.00029646908228987288 0.0001019256912817702 -0.00065981690189067567 -7.2000530812077725e-05
leaf_weight=0.0011133109978399168 0.0013854870858746534 0.0012593079363087158 0.0012849153573855155 0.0017123628502355411 0.0011786685809601445 0.0010322749908863065
leaf_count=210 280 138 416 870 1746 250
internal_value=0 -3.91763e-05 1.03144e-05 -5.89452e-05 -0.000208635 0.000120047
internal_weight=0 0.00785302 0.00659371 0.00530879 0.00289103 0.00241776
internal_count=3910 3700 3562 3146 2616 530
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=6
num_cat=0
split_feature=0 16 4 0 15
split_gain=9.77204e-06 2.43953e-05 3.32575e-05 3.13881e-05 3.12456e-05
threshold=0.055865000000000005 -0.019979999999999994 -0.034289999999999994 -0.10209999999999998 -0.106555
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0090778266206786966 0.0074318643910589793 -0.022775231027344953 -0.00034600696087461994 0.017166439909370033 -0.011953322520215127
leaf_weight=0.0013088606252568055 0.0014511237251298879 0.0010551508255962634 0.0017701689439029013 0.0011733183743802902 0.0015347621361226527
leaf_count=276 255 548 872 1648 311
internal_value=0 -0.00160269 -0.00872248 0.00340503 -0.00227312
internal_weight=0 0.00684226 0.00282532 0.00401694 0.00284362
internal_count=3910 3655 1420 2235 587
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=6
num_cat=0
split_feature=49 3 15 2 13
split_gain=1.08739e-05 2.84306e-05 2.00989e-05 3.79955e-05 2.80805e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.11739999999999999 0.10113500000000002 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017799784318072588 -0.011677559704010687 -0.005048741065154262 -0.0040464910146929111 -0.01279215617567258 0.015226277843571379
leaf_weight=0.0010582419239849265 0.0016337050676652441 0.0011219788912608135 0.001281054630656632 0.0013415829375870453 0.0018444659830018225
leaf_count=361 581 198 1311 553 906
internal_value=0 0.00604154 -0.00218641 0.00128469 0.00732696
internal_weight=0 0.00218022 0.00610081 0.0044671 0.00312552
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 2
split_gain=1.04372e-05 2.73885e-05 2.62186e-05 2.93428e-05 3.36906e-05 1.93805e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 0.12663500000000003
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=0.014537536074300189 0.013043837931363107 -0.016752150073929242 0.014125824938592425 -0.015435009837473505 -0.0097178722322543674 -0.004883256411962078
leaf_weight=0.0012540656508322813 0.001419700680730144 0.001073787495050587 0.001143239339313748 0.0012760773763217685 0.0010539053572049847 0.0010483349714909937
leaf_count=297 398 663 231 434 1518 369
internal_value=0 -0.00233509 0.000939701 -0.00326641 0.00346161 0.00542904
internal_weight=0 0.00580108 0.00472729 0.00358405 0.00230797 0.00246804
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=7
num_cat=0
split_feature=11 13 39 1 2 2
split_gain=2.43991e-05 3.52487e-05 2.88653e-05 6.15267e-05 5.42677e-05 6.49901e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 0.11663000000000003 0.084235000000000018 0.10274500000000002
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=0.00030270182235925486 -0.0002920989924607121 0.00034774169251649119 0.00022817489340933305 -0.0005130365365379004 -0.0004026505171062478 0.00017139257341953847
leaf_weight=0.0014928595983310687 0.0010151337032836489 0.0012880423054672497 0.0013329466802291011 0.0010784145937952445 0.0016106450837611481 0.0014327882496671398
leaf_count=288 279 814 395 162 1515 457
internal_value=0 3.00786e-05 -3.028e-05 -9.39609e-05 1.03771e-05 -0.000132402
internal_weight=0 0.0082357 0.00674284 0.00540989 0.00433148 0.00304343
internal_count=3910 3631 3343 2948 2786 1972
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=8
num_cat=0
split_feature=157 160 12 160 12 2 13
split_gain=2.02306e-05 6.0216e-05 2.98768e-05 2.63227e-05 3.58497e-05 5.93372e-05 3.25201e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.10733000000000002 0.10679500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00025623386966516754 -0.00046257673287865796 -0.00025951610399792637 0.00064411389121174631 -0.00019985633595217989 -0.00017773824623359968 -0.00011838746241904001 0.00019617220566018055
leaf_weight=0.0010118119195832867 0.0011064124085157509 0.0011395754297356042 0.0011998654270216878 0.0010053002723676933 0.0010102211719119438 0.0012046518847178976 0.0012963209896648031
leaf_count=563 828 391 539 318 217 271 783
internal_value=0 -3.81135e-05 3.03865e-05 8.81795e-05 0.000149644 0.00023901 0.000411489
internal_weight=0 0.00796235 0.00685594 0.00571636 0.00471106 0.00370084 0.00249619
internal_count=3910 3347 2519 2128 1810 1593 1322
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=9.6289e-06 2.75126e-05 1.80512e-05 2.39329e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0061135100801271098 -0.0072401757588488463 0.013660750275113666 -0.010192277299510893 0.0093758891738895817
leaf_weight=0.0012869034381937905 0.0015905456467546495 0.0015523464103123405 0.0019504596342952412 0.0019051321020548129
leaf_count=795 339 395 817 1564
internal_value=0 0.00469797 -0.00248491 0.00181552
internal_weight=0 0.00283925 0.00544614 0.00349568
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=6
num_cat=0
split_feature=3 47 15 52 4
split_gain=1.03538e-05 1.8494e-05 2.61539e-05 3.5575e-05 1.5552e-05
threshold=0.13772500000000001 0.09252500000000001 -0.03231499999999999 -0.072349999999999984 -0.12499499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0066203394452208119 0.0085633809566941152 -0.011818131172854345 -0.013251397695294606 0.017107453552284727 0.0012217712085176354
leaf_weight=0.0010119083949966261 0.0012011515694211163 0.0013899937992688186 0.0013661262069542786 0.0016824748102762823 0.0016262160254172243
leaf_count=461 239 374 361 746 1729
internal_value=0 -0.00147804 0.00104937 0.00819619 -0.00538582
internal_weight=0 0.00707672 0.00568673 0.00269438 0.00299234
internal_count=3910 3671 3297 1207 2090
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=7
num_cat=0
split_feature=0 52 15 49 43 2
split_gain=1.10405e-05 1.97365e-05 3.30753e-05 2.91892e-05 3.03545e-05 3.68247e-05
threshold=0.055865000000000005 -0.092854999999999979 -0.19153499999999998 -0.073619999999999977 -1.0000000180025095e-35 0.090905000000000014
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=-0.013546626564586581 0.0079080569300663001 -0.014561546041207735 -0.010149885686660913 -0.0024855691597014569 0.029604522687907305 0.0030578213653932322
leaf_weight=0.0011664038871969503 0.0014491220613887272 0.0011301068420640128 0.0010385129147181746 0.0013928103042011842 0.0010642301511562505 0.0010266020370942892
leaf_count=664 255 354 264 1582 431 360
internal_value=0 -0.00170333 0.000740655 0.00456474 0.00895134 0.01657
internal_weight=0 0.00681867 0.00565226 0.00452216 0.00348364 0.00209083
internal_count=3910 3655 2991 2637 2373 791
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=6
num_cat=0
split_feature=52 4 52 16 52
split_gain=1.09299e-05 2.19286e-05 1.8834e-05 8.0662e-05 2.94052e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.067395000000000024 -0.25582999999999995 0.11401500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.004646447863474833 0.0047761953094665761 0.013050903130896586 0.014938266213735722 -0.028646531188206106 -0.007447733597685878
leaf_weight=0.0012807333867059763 0.001920816274270254 0.0015445109204367605 0.0012120779103361309 0.0011570375973429293 0.0011373921791728819
leaf_count=795 390 395 697 986 647
internal_value=0 0.00502838 -0.00264137 -0.00778819 0.00410107
internal_weight=0 0.00282524 0.00542732 0.00307785 0.00234947
internal_count=3910 1190 2720 1376 1344
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=7
num_cat=0
split_feature=16 1 47 13 42 15
split_gain=1.71822e-05 2.24535e-05 4.65713e-05 2.98573e-05 3.67671e-05 3.15275e-05
threshold=-0.52908499999999992 0.10752500000000002 0.084155000000000021 -0.032264999999999995 0.079890000000000017 -0.038029999999999987
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0002408973204526163 3.3169128396189507e-05 0.00040843582612317547 -0.00010355957363391782 -0.00017176433580511703 -0.00049528230659615406 0.00023906987584222642
leaf_weight=0.0010370461477840149 0.0010010167618153404 0.001468950541389879 0.0012766744587508121 0.0011990267935447394 0.0010239800341672483 0.0017906527041444272
leaf_count=179 185 489 184 453 1512 908
internal_value=0 2.78269e-05 0.000170366 -5.02157e-05 -0.000234053 7.43026e-05
internal_weight=0 0.0077603 0.00274563 0.00501468 0.002025 0.00298968
internal_count=3910 3731 673 3058 1697 1361
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=6
num_cat=0
split_feature=52 2 160 2 16
split_gain=9.72927e-06 1.92307e-05 1.7438e-05 2.92314e-05 5.89358e-05
threshold=-0.081429999999999989 0.086915000000000006 -1.0000000180025095e-35 0.11005500000000001 -0.114825
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0034303086974781338 -0.012749341432685453 0.015846041810963524 0.0090118951653690698 0.011725840514394105 -0.01750244532368864
leaf_weight=0.001068016014307342 0.0012142519096509773 0.0010041190332552735 0.0016228310402073491 0.0016039708580604444 0.0017342057718489211
leaf_count=320 1029 651 310 356 1244
internal_value=0 0.00591066 -0.00200819 0.000620811 -0.0046851
internal_weight=0 0.00207214 0.00617526 0.00496101 0.00335704
internal_count=3910 971 2939 1910 1554
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=6
num_cat=0
split_feature=150 1 47 2 0
split_gain=9.4557e-06 2.03034e-05 4.71684e-05 3.74337e-05 3.89105e-05
threshold=0.10559 0.10498500000000001 0.084155000000000021 0.10113500000000002 -0.073129999999999987
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0065902679416450574 -0.009031932214792605 0.021515016969083256 -0.0041820099453073138 -0.018008487618447498 0.016053155358084052
leaf_weight=0.0018482810920560492 0.0010194627525819408 0.0013366361540063324 0.0015341876081715698 0.0012084784162847834 0.001287564782457075
leaf_count=2073 233 530 228 534 312
internal_value=0 0.00125676 0.00778235 -0.00305549 0.00270702
internal_weight=0 0.00721515 0.00287082 0.00434432 0.00313585
internal_count=3910 3677 758 2919 2385
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
num_cat=0
split_feature=0 1 0 12 15
split_gain=8.85883e-06 2.09917e-05 2.102e-05 3.63442e-05 3.41022e-05
threshold=0.055865000000000005 1.0000000180025095e-35 -0.10575999999999998 0.051320000000000005 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.013837130684565374 0.0071159869729765617 -0.0034294542558917459 0.0065060633206864118 -0.018008070361768876 0.017214244875285323
leaf_weight=0.0011501598714065671 0.0014375566387038715 0.0016993829347423427 0.0011808597154303127 0.0012397185325829739 0.0015123715245385907
leaf_count=1905 255 268 413 752 317
internal_value=0 -0.00152609 0.000987901 -0.00604905 0.00629138
internal_weight=0 0.00678249 0.00563233 0.00242058 0.00321175
internal_count=3910 3655 1750 1165 585
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=7
num_cat=0
split_feature=43 12 2 15 16 43
split_gain=1.91341e-05 2.48248e-05 6.71744e-05 4.35638e-05 5.71342e-05 2.09408e-05
threshold=-0.044024999999999988 0.098845000000000016 0.089910000000000004 -0.095799999999999982 -0.063614999999999991 -0.091114999999999988
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=-2.0519843708736381e-05 -0.00035378819310235183 -0.00035012221926324332 -0.00015563609814901581 0.0006333539364070215 -1.80246000012304e-05 0.0002958275018764502
leaf_weight=0.0018834705158945659 0.0015178792639236735 0.0010213361820064519 0.0011755922244838981 0.0010656285500015698 0.0010068884312694902 0.0014043426010662376
leaf_count=655 981 309 250 239 283 1193
internal_value=0 -7.27095e-05 -1.32609e-05 0.000145872 0.000316895 0.000114603
internal_weight=0 0.00578732 0.00476599 0.00324811 0.00207252 0.00328781
internal_count=3910 2062 1753 772 522 1848
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=2.39437e-05 6.33792e-05 2.76781e-05 4.49562e-05 4.95348e-05 5.06696e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00027984299174178948 -0.00047227468031563581 0.0002340620489002954 0.00033150201040962857 0.00015186588173058451 -0.00060103775787983117 -4.7215401778470873e-05
leaf_weight=0.0010194134035168912 0.0011176038280028581 0.0018328375392777322 0.0010072025726073353 0.0014585071872245735 0.0011720305784697481 0.0013864834885535286
leaf_count=563 828 584 392 867 178 498
internal_value=0 -3.92906e-05 3.12797e-05 -2.04112e-05 -0.000136519 -0.000300916
internal_weight=0 0.00797467 0.00685706 0.00584986 0.00401702 0.00255851
internal_count=3910 3347 2519 2127 1543 676
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=7
num_cat=0
split_feature=2 13 2 16 13 2
split_gain=2.09474e-05 2.92574e-05 4.42537e-05 2.62706e-05 2.27854e-05 2.03528e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.022939999999999999 -0.089899999999999994 0.11290500000000002
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=0.00022782577971175062 0.00031708039601894514 0.00017960716613813786 -0.00039279579740320844 -0.00020762627679719715 0.00019759553414521889 -0.00015947852410933415
leaf_weight=0.0011358642694250733 0.0012985509557725469 0.0012233213777413281 0.0018127582790269888 0.0010030189579550803 0.0010912691733427702 0.001402415983103523
leaf_count=667 254 219 1455 423 428 464
internal_value=0 -8.53727e-05 -0.000167403 2.36226e-05 0.00010646 -3.21826e-06
internal_weight=0 0.00517496 0.00395164 0.00213888 0.00379224 0.00249369
internal_count=3910 2764 2545 1090 1146 892
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=8
num_cat=0
split_feature=157 160 52 3 16 15 43
split_gain=1.92083e-05 7.13684e-05 3.37477e-05 4.63226e-05 5.98865e-05 4.62489e-05 3.87666e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 -0.074234999999999982 -0.012324999999999997 -0.095799999999999982 -0.078644999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00025662265393235989 -0.00049314720244988031 -0.00010215663814920018 0.00037026570519910895 -0.00028149107758830902 -0.00053452084980364751 0.00029344904265508426 0.00039239189036615512
leaf_weight=0.001002784750309133 0.0011072494450751142 0.0010455361617938605 0.0010316302300023145 0.0010147049685584174 0.0011256571648128664 0.0011448017214446054 0.0014608750199091329
leaf_count=563 828 478 240 287 286 250 978
internal_value=0 -3.13991e-05 4.3532e-05 -1.46678e-05 -0.000167838 2.32973e-05 0.000186094
internal_weight=0 0.00793045 0.00682321 0.00579158 0.00328516 0.00215951 0.00250641
internal_count=3910 3347 2519 2279 823 537 1456
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=7
num_cat=0
split_feature=4 16 2 2 2 1
split_gain=2.79838e-05 2.99995e-05 5.20677e-05 5.63746e-05 4.63271e-05 3.50789e-05
threshold=0.27020000000000005 -0.08755499999999998 0.106285 0.087005000000000013 0.094010000000000024 0.095825000000000007
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=1.2089083421319102e-05 0.00021502472948764606 0.0003659651478285285 0.00038057483268840792 -0.0003680884189732544 -0.00053443899104433973 -0.00013940645939730209
leaf_weight=0.0013386005456631526 0.0018933083149870345 0.0011076482813405441 0.0012528313988481236 0.0015395851793792254 0.0010753364972711742 0.0010091759573299336
leaf_count=635 472 850 467 970 234 282
internal_value=0 -5.24023e-05 3.55997e-05 -8.26025e-05 -0.000231373 0.000125034
internal_weight=0 0.00732318 0.00490924 0.00365641 0.00241394 0.00211682
internal_count=3910 3438 2569 2102 869 1132
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=9.72562e-06 1.83968e-05 1.69467e-05 3.62182e-05 1.90909e-05
threshold=-0.047174999999999988 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0022153449925021644 -0.012592929789814831 0.013645731138138171 -0.015143804412979257 0.016656044613002456 0.001339944246397604
leaf_weight=0.0017176395521884293 0.0012842995071775005 0.0012734107016030502 0.0011448562374091419 0.0010408315959965402 0.0018188748087498824
leaf_count=655 427 1181 852 225 570
internal_value=0 0.00453735 -0.00259739 0.000608269 -0.00502754
internal_weight=0 0.00299105 0.00528886 0.00400456 0.00296373
internal_count=3910 1836 2074 1647 1422
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=7
num_cat=0
split_feature=52 52 12 2 12 3
split_gain=9.13609e-06 2.22827e-05 1.8808e-05 3.2539e-05 4.05922e-05 1.43321e-05
threshold=-0.048794999999999991 -0.092854999999999979 0.10058500000000002 0.083585000000000007 0.08401500000000002 0.096385000000000012
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=-0.0044423913295605971 -0.014481074478143521 0.01329699468223957 -0.013955914541205108 0.006175437460772734 0.022330503608179449 -0.0098278983898288097
leaf_weight=0.0013912573746234893 0.0010765534940194552 0.0014420327842500575 0.0011213013164437608 0.0011093214541648281 0.0010006018465409223 0.0011293090111168472
leaf_count=777 701 413 379 350 1086 204
internal_value=0 0.00458626 -0.00241723 0.000580683 0.00558643 -0.00189767
internal_weight=0 0.00283329 0.00543709 0.00431579 0.00323923 0.00223863
internal_count=3910 1190 2720 2341 1640 554
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=7
num_cat=0
split_feature=43 1 43 13 2 2
split_gain=8.76986e-06 2.59333e-05 3.5595e-05 2.55952e-05 3.11203e-05 2.59249e-05
threshold=-0.18906999999999999 0.088010000000000019 0.052855000000000006 -0.070604999999999987 0.11230000000000001 1.0000000180025095e-35
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=0.0080495685381925235 -0.018829531323667999 0.014602685684998937 0.0051094305959910706 -0.00567229580761789 -0.015920653748669519 0.01660183001237826
leaf_weight=0.0011589573704908519 0.0015605612493880918 0.0013787514393913897 0.0010317903284758573 0.0010635418559604591 0.0010364620003304858 0.0010272330706634393
leaf_count=261 1807 643 360 405 182 252
internal_value=0 -0.0013326 -0.00930151 0.00325202 -0.00175232 0.00527136
internal_weight=0 0.00709834 0.00259235 0.00450599 0.00312724 0.00209077
internal_count=3910 3649 2167 1482 839 657
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=8
num_cat=0
split_feature=157 160 12 160 12 52 4
split_gain=2.73317e-05 8.13934e-05 3.3703e-05 3.18629e-05 3.40066e-05 4.01132e-05 3.79115e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.091555000000000011 0.048490000000000012 0.15045000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.00029781197990912925 -0.00053663618721052156 -0.00027125678198155161 0.00011890671343758931 -0.00021796163342477175 -0.00027040531258679037 0.00062083245025760245 0.00024424159934764088
leaf_weight=0.0010230891114716813 0.0011050192442378943 0.0011423109265755139 0.0015391493198036439 0.0010153161948280674 0.0011044036687748444 0.0010164262716156295 0.0010968832685858548
leaf_count=563 828 391 524 318 702 481 103
internal_value=0 -4.25013e-05 3.64675e-05 9.73659e-05 0.00016467 0.000318537 -1.3961e-05
internal_weight=0 0.00801951 0.00691449 0.00577218 0.00475686 0.00255558 0.00220129
internal_count=3910 3347 2519 2128 1810 1005 805
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=7
num_cat=0
split_feature=52 52 15 15 1 2
split_gain=9.38216e-06 1.79784e-05 2.17288e-05 4.45512e-05 2.06941e-05 1.70477e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.03231499999999999 -0.11739999999999999 0.078340000000000007 0.086915000000000006
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0029479045539848921 -0.013570787934196474 -0.0050317183621961734 0.0014172619360127284 0.021902684974131049 -0.016799884551201457 0.015164527282165758
leaf_weight=0.0010773217766444102 0.0010990782577755534 0.0013477708694812041 0.0015636647257662522 0.0011281411844235782 0.00103718882819735 0.0010038743130139846
leaf_count=320 527 423 968 499 522 651
internal_value=0 -0.00197482 0.000535614 0.00724085 -0.00584751 0.00578871
internal_weight=0 0.00617584 0.00507677 0.00247591 0.00260085 0.0020812
internal_count=3910 2939 2412 922 1490 971
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=7
num_cat=0
split_feature=15 16 52 16 3 15
split_gain=1.84911e-05 1.85574e-05 3.57324e-05 5.94417e-05 7.87315e-05 4.3696e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.10433000000000002 0.24895000000000003 0.090325000000000003 -0.0063699999999999989
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=0.00024321802735226226 -0.00023639977047958718 -0.0003865708534657109 0.00034058059235997584 -0.00047011987569222486 0.00050152020111163395 9.0387507932484335e-05
leaf_weight=0.0010721637590779915 0.0013930413507841624 0.0012772006440280531 0.0010671996052117267 0.0010495340714903063 0.0011008765647865944 0.0017508024830757665
leaf_count=317 337 855 563 473 156 1209
internal_value=0 -3.17621e-05 1.38809e-05 -5.34474e-05 5.2468e-05 -0.000110792
internal_weight=0 0.00763865 0.00624561 0.00517841 0.00412888 0.003028
internal_count=3910 3593 3256 2693 2220 2064
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=7
num_cat=0
split_feature=157 160 42 52 1 16
split_gain=3.09583e-05 5.67413e-05 4.92214e-05 3.42547e-05 3.98004e-05 5.7517e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.10134000000000001 -0.46853499999999992
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=0.00032264741189703315 -0.00044459452170754672 -0.0003759503042060358 -0.00021123867224606861 0.00031548485729533237 -0.00013757277446073022 0.00048873797763903716
leaf_weight=0.0010051810169205986 0.00115588469278267 0.0010123833305981812 0.001950148373884433 0.0018265047547542535 0.0011432203704953023 0.0011121540201919924
leaf_count=517 856 878 716 440 154 349
internal_value=0 -4.19426e-05 2.41266e-05 9.12734e-05 -6.10408e-06 0.000171269
internal_weight=0 0.0082003 0.00704441 0.00603203 0.00420552 0.00225537
internal_count=3910 3393 2537 1659 1219 503
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=8
num_cat=0
split_feature=147 52 151 1 3 2 15
split_gain=3.83803e-05 3.14198e-05 3.80996e-05 4.94697e-05 6.4747e-05 4.12563e-05 3.38017e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -1.0000000180025095e-35 0.095575000000000007 -0.080744999999999997 0.11230000000000001 -0.053579999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00039742145624990945 0.00036330092241824242 -0.00045962404164884898 0.00013308349711055819 0.00038052209139974487 -0.00050946288833689831 -0.0001273081769351875 -8.1975891482362513e-05
leaf_weight=0.0011140743744294762 0.0010035239279837542 0.0010333010037763841 0.001034002600357007 0.0013548844388462835 0.001446261720461876 0.0011263759113314348 0.001148309045016263
leaf_count=463 234 339 1076 343 782 234 439
internal_value=0 -4.27927e-05 -0.000117096 -4.57604e-05 -0.00024159 0.000149991 0.000154096
internal_weight=0 0.00825721 0.00599483 0.00496152 0.00248026 0.00248126 0.00226238
internal_count=3910 3676 2774 2435 1858 577 902
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=6
num_cat=0
split_feature=15 16 52 16 4
split_gain=1.03808e-05 1.75137e-05 3.18854e-05 4.12153e-05 4.18724e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.091210000000000013 0.10994000000000002 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0093958434762927614 -0.01172956790375076 -0.0061822532648083397 0.014018553410504401 -0.01843763874618597 0.01716104888438965
leaf_weight=0.0010269386495952767 0.0013273443871079831 0.0019895300160404084 0.0014246218644237262 0.0012668955711979363 0.0012519951408684056
leaf_count=317 337 1684 727 598 247
internal_value=0 -0.00134577 0.000977297 -0.00314363 0.00283378
internal_weight=0 0.00726039 0.00593304 0.00450842 0.00324153
internal_count=3910 3593 3256 2529 1931
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=8
num_cat=0
split_feature=157 160 52 3 16 3 15
split_gain=1.74644e-05 5.49413e-05 2.66881e-05 4.60158e-05 5.5739e-05 4.5674e-05 4.32686e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 0.10433000000000002 -0.074234999999999982 -0.012324999999999997 -0.13309499999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00024284957415300648 -0.00044483395098670405 -0.00010832939827750375 0.00032745114855203518 -0.00027995445180574024 -0.00052922042305142533 0.00042700116300327796 0.00027976565020985678
leaf_weight=0.0010004037295696369 0.0010708123417948997 0.001126056404852378 0.0010085319108453514 0.0010138524604161592 0.0011072213682558349 0.0013442157967998381 0.0011149301360194532
leaf_count=572 821 233 240 287 286 1221 250
internal_value=0 -3.23635e-05 3.34133e-05 -1.85552e-05 -0.000172397 0.000182974 1.31938e-05
internal_weight=0 0.00778562 0.00671481 0.00570628 0.003236 0.00247027 0.00212878
internal_count=3910 3338 2517 2277 823 1454 537
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=6
num_cat=0
split_feature=4 151 0 4 4
split_gain=1.64272e-05 3.47318e-05 4.47692e-05 2.13453e-05 2.55092e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00024005801898674457 0.00017313361863043698 -0.00047152301332141245 -9.2057775130922965e-05 -0.00019555420478115199 0.00027406570039900159
leaf_weight=0.0013589732924985682 0.0016845156850380403 0.0010645702977527087 0.0015934253601195202 0.0017872838578928026 0.0013528135550912787
leaf_count=558 426 201 286 707 1732
internal_value=0 -4.20808e-05 -0.000108209 -2.65e-05 7.60538e-05
internal_weight=0 0.00715707 0.00579809 0.00473352 0.00294624
internal_count=3910 3484 2926 2725 2018
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=6
num_cat=0
split_feature=52 160 2 16 4
split_gain=1.09385e-05 1.61433e-05 2.3702e-05 6.05167e-05 1.49529e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11005500000000001 -0.114825 -0.012939999999999998
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.002000510941428306 -0.012436485910301526 0.0094900881065603845 0.01035717893410611 -0.017344316090063906 0.014910757267871886
leaf_weight=0.0010734113095510955 0.0012195132274559189 0.0016260694860535975 0.001615414649999084 0.0017393841941749782 0.0010193660088309436
leaf_count=591 1029 310 356 1244 380
internal_value=0 -0.00212442 0.000400382 -0.00437887 0.00623676
internal_weight=0 0.00620038 0.00498087 0.00336545 0.00209278
internal_count=3910 2939 1910 1554 971
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=7
num_cat=0
split_feature=484 1 2 3 43 3
split_gain=9.90711e-06 2.4361e-05 3.13768e-05 3.17137e-05 3.74852e-05 1.35756e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 0.094625000000000015 -0.07526999999999999 -0.0086749999999999969
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=0.0060662702077821772 0.0090655654846005743 0.010381086687510767 -0.019471148343536068 0.01512750960922289 -0.0222511924613376 -0.0058623603192401079
leaf_weight=0.0016895834202315897 0.0010495948682393398 0.0014257759943240066 0.0010931581396963026 0.0010012215064255838 0.0010180344070004651 0.0010037966343759736
leaf_count=1048 503 333 358 145 1389 134
internal_value=0 -0.00133105 -0.00420729 -0.000666642 -0.0049274 -0.0141145
internal_weight=0 0.00723157 0.00580579 0.00471264 0.00371141 0.00202183
internal_count=3910 3407 3074 2716 2571 1523
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=7
num_cat=0
split_feature=3 1 16 15 0 16
split_gain=1.42077e-05 2.41106e-05 4.33974e-05 4.02391e-05 4.12086e-05 3.98729e-05
threshold=-0.15464999999999998 0.094385000000000011 -0.27337499999999998 -0.0039399999999999991 -0.014809999999999999 -0.055679999999999993
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=0.00021225003205110508 -0.00041839334931967646 -0.00021109431128002972 0.00048780309250131881 0.00026210383203179315 -0.00025177900542018604 1.390948162977689e-05
leaf_weight=0.0010072142677507384 0.0013621765325317692 0.0014387424689770697 0.0011529974075192113 0.0011924260167561406 0.0012074893467419953 0.0016732180868947941
leaf_count=259 1194 314 253 1288 126 476
internal_value=0 -3.48083e-05 6.612e-05 -0.000149227 3.54969e-06 0.000207242
internal_weight=0 0.00802705 0.00426496 0.00376209 0.00239992 0.00282622
internal_count=3910 3651 1043 2608 1414 729
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=6
num_cat=0
split_feature=42 43 0 0 3
split_gain=1.05795e-05 2.10588e-05 4.60745e-05 1.66261e-05 1.73383e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.067059999999999995 -0.074014999999999984 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0090604670315061926 -0.004108968424561002 -0.005710524461037818 0.025349211316283496 -0.010333701134194731 0.0086567850111962229
leaf_weight=0.0011193031615096055 0.0011307173135798284 0.0015865250368742058 0.0010009567477646168 0.0016584559590130119 0.001784971019639095
leaf_count=1060 1030 726 303 506 285
internal_value=0 0.00139376 0.00972352 -0.00213636 0.00189596
internal_weight=0 0.00716163 0.00213167 0.00502995 0.0033715
internal_count=3910 2850 1333 1517 1011
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=6
num_cat=0
split_feature=42 0 49 49 16
split_gain=1.08679e-05 2.47072e-05 3.26374e-05 4.11862e-05 4.55533e-05
threshold=0.093125000000000013 0.039665000000000006 -0.0019649999999999997 1.0000000180025095e-35 -0.013024999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011965792918597191 -0.0093272921457032022 0.01315462968226894 0.023706186930058909 -0.012087372202228251 -0.0025090350263999948
leaf_weight=0.0019703480381400716 0.0010886299954638613 0.0014306734664902843 0.0013379358011108605 0.0011290612279689785 0.0013136717293828117
leaf_count=675 787 272 1108 692 376
internal_value=0 0.00139481 -0.00153066 0.00390775 0.0107185
internal_weight=0 0.00718169 0.00575102 0.00378067 0.00265161
internal_count=3910 3123 2851 2176 1484
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=8
num_cat=0
split_feature=376 43 3 0 49 12 16
split_gain=2.05187e-05 3.69407e-05 4.542e-05 7.45916e-05 5.70568e-05 6.26461e-05 1.62174e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 -0.006494999999999999 0.08401500000000002 -0.057604999999999996
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=0.0003484983594724944 0.00025326689541715452 -0.00038454993620983164 -0.00026592025055085323 -0.00052415908003537184 -0.00016375431467324414 0.00057327624142613988 0.00016798282044341211
leaf_weight=0.0012621906148104689 0.0010381325804785157 0.0010411547756904683 0.0015733350330817222 0.0010923843873588673 0.0011411026017125016 0.0010884701483864704 0.0011252833321713949
leaf_count=320 206 401 508 337 230 1679 229
internal_value=0 -3.90811e-05 1.03077e-05 -6.05927e-05 4.21616e-05 0.000186643 9.56498e-07
internal_weight=0 0.00832392 0.00728277 0.00602058 0.00492819 0.00335486 0.00226639
internal_count=3910 3704 3303 2983 2646 2138 459
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=2.42146e-05 5.92834e-05 2.57025e-05 3.34817e-05 4.42146e-05 3.94866e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089305000000000009 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00028319521014579966 -0.00046395343437197727 0.00020214438971441755 0.00031966354043788073 0.00015133784542037466 -0.0005401269185043656 -4.9490280418380853e-05
leaf_weight=0.0010161153536614046 0.0010852859271741943 0.001791629854721948 0.0010012174253267205 0.0014604530720734666 0.0011756889068044074 0.0013603658170743015
leaf_count=563 828 583 396 864 178 498
internal_value=0 -3.84304e-05 2.95899e-05 -2.05863e-05 -0.000120436 -0.000276944
internal_weight=0 0.00787464 0.00678936 0.00578814 0.00399651 0.00253605
internal_count=3910 3347 2519 2123 1540 676
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=8
num_cat=0
split_feature=157 160 12 160 12 4 3
split_gain=1.69576e-05 5.53373e-05 2.93446e-05 3.42493e-05 3.58172e-05 4.42051e-05 3.5034e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.091555000000000011 0.15045000000000003 -0.021064999999999997
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=0.00023700147916309565 -0.0004445216461455093 -0.00025864605371248673 0.00058892765228900877 -0.00023923854931618481 -0.00031181768433490676 0.00024950393785728964 0.00012122776563487619
leaf_weight=0.0010046181261461817 0.0010859386624937524 0.0011157553263415236 0.0010632617387499143 0.0010054595315699532 0.0010589281441157898 0.0010994180345334087 0.0014630655319626705
leaf_count=563 828 391 791 318 702 103 214
internal_value=0 -3.34762e-05 3.21096e-05 8.91228e-05 0.000159598 -2.58918e-05 0.00031807
internal_weight=0 0.00789183 0.00680589 0.00569013 0.00468467 0.00215835 0.00252633
internal_count=3910 3347 2519 2128 1810 805 1005
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=7
num_cat=0
split_feature=157 160 52 3 2 43
split_gain=1.36564e-05 5.01777e-05 2.48628e-05 4.23913e-05 4.41014e-05 3.89796e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.099015000000000006 -0.073139999999999983
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=0.00021230470544607774 -0.00042793028507088815 0.00019780383168230891 0.00031720568693898723 -0.00035939904895480364 0.00037610795269951686 -0.00023443853355904504
leaf_weight=0.0010080307309218578 0.0010541769308077672 0.0013788277974630986 0.0010015236042795342 0.0011215520129831697 0.0012723709278688565 0.0019177916038190155
leaf_count=587 813 535 240 199 500 1036
internal_value=0 -3.03151e-05 3.23198e-05 -1.78195e-05 6.60282e-05 -5.3651e-05
internal_weight=0 0.00774624 0.00669207 0.00569054 0.00456899 0.00329662
internal_count=3910 3323 2510 2270 2071 1571
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=7
num_cat=0
split_feature=157 160 52 3 150 3
split_gain=2.28414e-05 4.2995e-05 2.70429e-05 5.19708e-05 4.38333e-05 3.06815e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.087235000000000021 -0.074234999999999982
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=0.00026778025113976828 -0.0004040026829171435 0.00032604132704209691 0.00030872342414731667 -0.00040754972730573262 -0.00027443884230952498 -4.2011921836129472e-05
leaf_weight=0.001028076824960803 0.0010930979874059134 0.0019772900030668597 0.0010232623038852499 0.0011645285715734862 0.0011663329717347274 0.0015560898315851108
leaf_count=563 828 1387 240 199 170 523
internal_value=0 -4.27406e-05 1.45943e-05 -3.67288e-05 5.51559e-05 0.000163952
internal_weight=0 0.0079806 0.0068875 0.00586424 0.00469971 0.00353338
internal_count=3910 3347 2519 2279 2080 1910
is_linear=0
shrinkage=0.00196078


Tree=8244
num_leaves=6
num_cat=0
split_feature=52 52 12 2 2
split_gain=9.84284e-06 2.12687e-05 1.82735e-05 2.83384e-05 3.37948e-05
threshold=-0.048794999999999991 -0.092854999999999979 0.10058500000000002 0.083585000000000007 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0040630233719755474 -0.013602521492424961 0.013194307629631303 -0.013877011983402816 0.017754232286389653 -0.0031100058970371888
leaf_weight=0.0014025756804545359 0.0010808613172254167 0.0014550191792004812 0.00112483156771167 0.0012785508475321836 0.0019763538742351553
leaf_count=777 701 413 379 1193 447
internal_value=0 0.004724 -0.0025196 0.000426863 0.00508562
internal_weight=0 0.00285759 0.0054606 0.00433577 0.0032549
internal_count=3910 1190 2720 2341 1640
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=6
num_cat=0
split_feature=4 151 0 4 4
split_gain=1.13599e-05 3.00336e-05 3.99583e-05 1.61518e-05 2.29369e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.14867499999999997 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012034156174379166 0.0075941174581848868 -0.023055496814609829 -0.0046290926744812239 -0.0087111851362462502 0.013639841962530151
leaf_weight=0.0012691108278103398 0.0015828588920493219 0.0010049449399273059 0.0015047309015323133 0.001680973505790136 0.0012649798008001877
leaf_count=558 426 201 286 707 1732
internal_value=0 -0.00182186 -0.0050451 -0.000978431 0.00371468
internal_weight=0 0.00672474 0.00545563 0.00445068 0.00276971
internal_count=3910 3484 2926 2725 2018
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=8
num_cat=0
split_feature=157 160 52 3 150 43 4
split_gain=1.86519e-05 5.21784e-05 2.94483e-05 4.27631e-05 4.81931e-05 3.48454e-05 6.8972e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.087235000000000021 -0.078844999999999985 -0.0017649999999999999
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=0.00024920127068722475 -0.00043643628166445549 -7.3456213431962231e-05 0.00033600170857077524 -0.00036894275014108562 -0.00028937067823946318 0.00069885127610414878 -6.7140587110329958e-06
leaf_weight=0.0010080840987488392 0.001070454288449681 0.0013522696256021891 0.0010226465590808462 0.0011200187757460798 0.0011542950726202506 0.0010155749798522965 0.0011202324678882985
leaf_count=563 828 583 240 199 170 924 403
internal_value=0 -3.41079e-05 2.93662e-05 -2.50521e-05 5.7915e-05 0.000172841 0.000328782
internal_weight=0 0.00785549 0.00678504 0.00576239 0.00464237 0.00348808 0.00213581
internal_count=3910 3347 2519 2279 2080 1910 1327
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=7
num_cat=0
split_feature=1 42 3 12 15 150
split_gain=3.1936e-05 5.05398e-05 4.48727e-05 2.81021e-05 2.0798e-05 3.66561e-05
threshold=0.12730000000000002 0.091955000000000023 -0.100615 0.085845000000000019 -0.0039399999999999991 0.077110000000000012
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=0.00025522270486418985 0.00025863636203292433 -0.00046830835895709063 -0.00031796639083290156 -0.00038518704804549743 0.00018733993429794686 0.00016179317329824438
leaf_weight=0.0019299198451407738 0.0014483386147237697 0.0010069906011960766 0.001500633735799842 0.0010334987506760976 0.0012439594535409671 0.0010343150179358911
leaf_count=450 345 732 456 1248 428 251
internal_value=0 -5.85698e-05 2.62615e-06 -9.86727e-05 -2.03135e-05 -0.000122214
internal_weight=0 0.00774932 0.00674233 0.00481241 0.00377891 0.00253495
internal_count=3910 3565 2833 2383 1135 707
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=9.27548e-06 2.42569e-05 3.39074e-05 1.8316e-05 6.00458e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010660166707833103 0.0068435067530238994 -0.016524812659696301 0.0096570184013701522 0.0088394313739693434 -0.023352782491685608
leaf_weight=0.0012926100306571526 0.0015872320612472365 0.0016539573026060602 0.0014119932472137285 0.0013752754929794761 0.0010012138750896203
leaf_count=564 426 538 1613 383 386
internal_value=0 -0.00165414 -0.00457886 0.000636447 -0.00472313
internal_weight=0 0.00673505 0.00544244 0.00378848 0.00237649
internal_count=3910 3484 2920 2382 769
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=8
num_cat=0
split_feature=1 42 3 2 15 2 43
split_gain=2.44182e-05 4.36636e-05 3.72558e-05 3.35543e-05 3.84232e-05 2.67453e-05 1.16457e-05
threshold=0.12730000000000002 0.091955000000000023 -0.08348499999999999 0.097940000000000013 -0.091024999999999981 0.11230000000000001 -0.083899999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.00037169972768782663 0.00022621879986249645 -0.00043444409626993633 9.6349001699543537e-06 0.00030106797962930148 -0.0004898515200390418 -0.00013459221223069737 8.0782041136533375e-05
leaf_weight=0.0010088525253659645 0.0014310713437933626 0.00100189985205825 0.0011118728637098865 0.0010721397834313928 0.0012666607054833143 0.0010951669761631298 0.001112331640585348
leaf_count=604 345 732 310 251 752 214 702
internal_value=0 -5.27844e-05 4.57022e-06 -9.55548e-05 -0.000256361 8.09235e-05 0.000219145
internal_weight=0 0.00766892 0.00666702 0.00454584 0.00237853 0.00216731 0.00212118
internal_count=3910 3565 2833 1527 1062 465 1306
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=6
num_cat=0
split_feature=1 47 4 160 52
split_gain=1.11347e-05 1.78841e-05 3.14583e-05 3.01712e-05 3.47362e-05
threshold=0.12730000000000002 0.09252500000000001 0.05309500000000001 0.084835000000000008 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=-0.018718392307395339 0.0084383747682695558 -0.013825711799852026 0.011896422451628665 0.010980079695458602 0.0019330300572204841
leaf_weight=0.001695693006590936 0.0013064662463338613 0.0010245328269036253 0.001718701729986824 0.0010099230915803568 0.0015672933086969799
leaf_count=1259 345 340 525 336 1105
internal_value=0 -0.00161634 0.000471395 -0.00412412 -0.008799
internal_weight=0 0.00701614 0.00599161 0.00427291 0.00326299
internal_count=3910 3565 3225 2700 2364
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=7
num_cat=0
split_feature=52 52 0 16 1 2
split_gain=1.07474e-05 1.72307e-05 2.48366e-05 2.96216e-05 2.44977e-05 1.43052e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.14674999999999996 -0.055679999999999993 0.10113500000000002 0.086915000000000006
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=-0.0018023251991019962 -0.013408171334333594 0.01166532525091811 -0.0071881203050640219 -0.014490888515404933 0.014155847795442584 0.014739913894598618
leaf_weight=0.001085867016040127 0.0011109487138487211 0.0014028500122003984 0.0010603201149996071 0.0015515385449493546 0.0010910909361301962 0.0010080829294726837
leaf_count=320 527 267 1303 541 301 651
internal_value=0 -0.00212179 0.000333961 -0.00395889 0.0036365 0.00616155
internal_weight=0 0.00621675 0.0051058 0.00370295 0.00215141 0.00209395
internal_count=3910 2939 2412 2145 1604 971
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=7
num_cat=0
split_feature=151 52 13 1 1 4
split_gain=9.12398e-06 2.52035e-05 4.70312e-05 3.69773e-05 4.91977e-05 2.64131e-05
threshold=-0.084129999999999996 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.10018999999999999
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=-0.0087419240177663473 0.016923776177197421 -0.01342810040013219 0.0049042246056159935 -0.01879056369913543 0.018289706039630368 -0.017685106903458286
leaf_weight=0.0010503091493984937 0.0018601951243886411 0.001009539863961845 0.0010193052148859067 0.001014497893008115 0.0012936410181389971 0.001051691674635394
leaf_count=423 823 620 182 248 326 1288
internal_value=0 0.00123085 0.00360271 -0.0020559 0.0029899 -0.00656707
internal_weight=0 0.00724887 0.00623933 0.00437914 0.00336464 0.002071
internal_count=3910 3487 2867 2044 1796 1470
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=1.73727e-05 6.71742e-05 2.85958e-05 3.80438e-05 4.64153e-05 3.05912e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00024090757210947734 -0.00048049688995864195 0.0002218213441369506 0.00034568404571805219 0.00015864423647706869 -0.00051004142092980135 -8.0012764683422505e-05
leaf_weight=0.0010077694518226222 0.0011072356522367583 0.0018324664792003379 0.0010041581251075474 0.0014708024740058756 0.0011810037840977634 0.0013782189843882014
leaf_count=563 828 584 392 867 178 498
internal_value=0 -3.23209e-05 3.99467e-05 -1.24216e-05 -0.000118933 -0.000278458
internal_weight=0 0.00797389 0.00686665 0.00586249 0.00403003 0.00255922
internal_count=3910 3347 2519 2127 1543 676
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=8
num_cat=0
split_feature=157 160 52 3 150 1 3
split_gain=1.62861e-05 5.54201e-05 2.67914e-05 5.22846e-05 4.35271e-05 3.8656e-05 2.66279e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.087235000000000021 0.10373000000000002 -0.078494999999999995
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=0.00023200244637963628 -0.00044521504546882152 0.00024031042825057143 0.00032618738322798046 -0.00039648330735265417 -0.00025816837290514331 0.00044288412689220909 -0.00019812370584152206
leaf_weight=0.0010048257795922362 0.001081809134631016 0.001052051017510873 0.0010165043334374509 0.0011335004545057065 0.0011447039303152046 0.0013453610109023335 0.0010786178221107671
leaf_count=572 821 1109 240 199 170 312 487
internal_value=0 -3.31165e-05 3.27274e-05 -1.91133e-05 7.34584e-05 0.000182668 1.836e-05
internal_weight=0 0.00785255 0.00677074 0.00575423 0.00462073 0.00347603 0.00213067
internal_count=3910 3338 2517 2277 2078 1908 1596
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=7
num_cat=0
split_feature=1 13 3 49 52 1
split_gain=1.11519e-05 1.98155e-05 3.39423e-05 2.81396e-05 3.81359e-05 3.17065e-05
threshold=0.12730000000000002 -0.13934999999999997 -0.12008499999999998 -0.07107999999999999 -0.066329999999999986 0.095575000000000007
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=-0.012401627145147358 0.0084620553789270352 0.015474873504863771 -0.017787705036862226 -0.014902378112175492 -0.0027259752097352711 0.020584407007850716
leaf_weight=0.0013692680498499678 0.0013033570863314565 0.0012595752292018786 0.0010105770381743113 0.0010192440361421837 0.0012368202952953043 0.0011046827789577187
leaf_count=219 345 309 281 650 1799 307
internal_value=0 -0.00161235 0.00101129 -0.00315632 0.00124334 0.00827148
internal_weight=0 0.00700017 0.0056309 0.00437132 0.00336075 0.0023415
internal_count=3910 3565 3346 3037 2756 2106
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
num_cat=0
split_feature=123 150 2 0 13 2
split_gain=2.79845e-05 4.1166e-05 5.08542e-05 5.27105e-05 3.55213e-05 4.48642e-05
threshold=1.0000000180025095e-35 0.10559 0.087005000000000013 -0.066689999999999985 -0.091849999999999987 0.106035
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=2.0831002979185964e-06 0.00030696979138159273 -0.00040083959554016135 0.00011581273961215396 0.00054795615297878063 -0.00056392548892660131 -4.6174283883228315e-05
leaf_weight=0.001724253874867978 0.0010123239472420434 0.0010508212889793469 0.0015290894148142619 0.0011230800485574194 0.0010936720629487486 0.0015630835554403199
leaf_count=1309 334 203 280 189 1083 512
internal_value=0 -3.88491e-05 1.52356e-05 0.000217393 -0.000122278 -0.00025931
internal_weight=0 0.008084 0.00703318 0.00284733 0.00418585 0.00265676
internal_count=3910 3576 3373 1498 1875 1595
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=6
num_cat=0
split_feature=52 1 151 12 1
split_gain=1.16937e-05 2.33484e-05 1.71052e-05 4.48181e-05 2.83185e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.0008699999999999999 0.098845000000000016 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0028667679229638465 -0.01437794468024885 0.015349777897357669 -0.0026297938839663312 -0.017043950171103123 0.016039492656869173
leaf_weight=0.0015975780436196766 0.0010259393341788088 0.0012573619471969006 0.0017746531317478151 0.001148283094130116 0.001498570453989663
leaf_count=742 372 448 1527 394 427
internal_value=0 0.00515609 -0.00274493 -4.56727e-05 0.00591751
internal_weight=0 0.00285494 0.00544745 0.00442151 0.00327322
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 2 1
split_gain=3.12017e-05 3.69712e-05 4.41026e-05 3.62129e-05 7.10347e-05 3.96018e-05 6.3593e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 -0.0074049999999999993 -0.075094999999999981 0.105395 0.079945000000000016
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=-0.00025708004693423056 -0.00031967295507980182 0.00041965779263271829 0.00031259773133857945 -0.00043895511400542802 0.00060069622874925669 -0.00022358908864631642 -7.0142283497988736e-05
leaf_weight=0.0013692106393562546 0.0010542561833308756 0.0013104787187522456 0.0012802082617245905 0.0013437213005980417 0.0010306755210578195 0.0010038232140123921 0.0011489041538518213
leaf_count=385 279 198 512 748 921 272 595
internal_value=0 3.7988e-05 9.47485e-05 2.14296e-05 -6.09087e-05 9.86656e-05 0.000247083
internal_weight=0 0.00848702 0.00711781 0.00580733 0.00452712 0.0031834 0.00217958
internal_count=3910 3631 3246 3048 2536 1788 1516
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=8
num_cat=0
split_feature=159 1 47 4 0 52 4
split_gain=2.84939e-05 3.588e-05 4.1583e-05 3.65604e-05 6.1608e-05 4.50813e-05 5.99383e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.084155000000000021 -0.0017649999999999999 -0.17106499999999999 -0.088354999999999989 -0.23071499999999998
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=-0.0003146308745360376 -0.00025605272985815134 0.00049083272189456037 -2.9074983199460693e-05 0.00015299566022452144 -0.00046040274557635521 -9.9599379258729558e-05 0.00051885178528029844
leaf_weight=0.0010160478845038902 0.0010373127716424698 0.0012150704861126653 0.0011524133413834993 0.0010344793251296502 0.0016081430483698075 0.0011222272950411108 0.0013009283933293103
leaf_count=633 555 407 155 106 610 70 1374
internal_value=0 3.28639e-05 0.000237759 -4.66179e-05 -0.000220282 8.60025e-05 0.000232431
internal_weight=0 0.00847057 0.00236748 0.00610309 0.00264262 0.00346047 0.00242316
internal_count=3910 3277 562 2715 716 1999 1444
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=8
num_cat=0
split_feature=11 4 0 4 4 0 4
split_gain=2.55587e-05 3.17586e-05 3.59867e-05 5.60058e-05 3.68008e-05 3.38795e-05 7.15626e-06
threshold=0.077330000000000024 0.097045000000000006 -0.10131499999999999 -0.030814999999999995 -0.23071499999999998 -0.11756999999999999 0.00096500000000000015
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=0.0002075656589815991 -0.00029907151240948684 -0.00035511412713667718 -3.420238657019382e-05 -0.00037755915442679218 0.0004465110473517618 0.00010436007958987093 0.00044183119410208847
leaf_weight=0.0010011432167344584 0.0010040962692819009 0.001392223375880079 0.0015525594638137498 0.0010765082176173442 0.0010109541027680581 0.001108019372783793 0.0010042047253342192
leaf_count=211 279 239 207 1070 1391 387 126
internal_value=0 3.24816e-05 0.00011396 -2.23751e-06 0.000155373 -0.000151491 0.000324877
internal_weight=0 0.00814561 0.00564537 0.00364002 0.00256351 0.00250024 0.00200535
internal_count=3910 3631 3005 2668 1598 626 337
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=7
num_cat=0
split_feature=52 51 49 12 3 4
split_gain=9.64996e-06 1.59201e-05 4.08676e-05 4.36986e-05 5.54315e-05 1.58893e-05
threshold=-0.081429999999999989 0.08955500000000001 -0.029304999999999998 0.092365000000000017 -0.023079999999999996 -0.012939999999999998
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=-0.0026297382780828475 0.017639432780389461 -0.013336051092571783 0.019609329261189343 -0.019678274105627124 -0.0088026604478135002 0.014740072586975706
leaf_weight=0.0010830595904216091 0.0010722243107367142 0.0010350400609219837 0.0011465529509239562 0.0012734546496349134 0.0017120134107173469 0.0010250965165170232
leaf_count=591 291 388 1207 674 379 380
internal_value=0 -0.00200928 0.000243436 -0.00427068 0.00259321 0.00581638
internal_weight=0 0.00623929 0.00520425 0.00413202 0.00285857 0.00210816
internal_count=3910 2939 2551 2260 1586 971
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=7
num_cat=0
split_feature=376 1 42 3 3 2
split_gain=2.97232e-05 2.73767e-05 2.75855e-05 5.92741e-05 5.10474e-05 4.79863e-05
threshold=0.048375000000000008 0.12864500000000004 0.091735000000000025 -0.100615 0.086245000000000016 0.10679500000000001
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=0.00024450277941243115 0.00031167488785803694 0.00023381831341440066 -0.00038722670719457803 -0.00047435818102687223 0.00023842359430511044 -0.00028804494075210561
leaf_weight=0.0019386643875945516 0.001030043527529465 0.0011865059902634477 0.0010147411301794067 0.0014060329867122347 0.0013955363032720964 0.001272641888581276
leaf_count=447 206 276 719 1918 194 150
internal_value=0 -4.16736e-05 -8.81862e-05 -3.77197e-05 -0.000172012 -1.26863e-05
internal_weight=0 0.00821412 0.00702762 0.00601288 0.00407421 0.00266818
internal_count=3910 3704 3428 2709 2262 344
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=7
num_cat=0
split_feature=11 4 15 16 42 13
split_gain=3.59029e-05 6.02683e-05 4.21215e-05 6.7478e-05 3.49327e-05 5.17676e-05
threshold=0.077330000000000024 -0.0010999999999999996 -0.10071499999999999 -0.094359999999999986 0.084100000000000022 -0.00059999999999999995
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=0.00062737764014035699 -0.00034241051404101486 0.0001009963258662523 -0.00066012356530442717 -8.591810428201259e-06 -9.1224824207056113e-05 0.00010336099035113012
leaf_weight=0.0012628004728992446 0.0010421642138420022 0.001982378122757142 0.0010512262390067451 0.0014598983003160392 0.0010389289264183918 0.001701341364544398
leaf_count=696 279 532 307 423 1129 544
internal_value=0 4.32009e-05 -0.000112667 -0.000281341 0.000218165 0.000326606
internal_weight=0 0.00849657 0.0044935 0.00251112 0.00400307 0.00296414
internal_count=3910 3631 1262 730 2369 1240
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=7
num_cat=0
split_feature=13 3 16 1 4 4
split_gain=9.41827e-06 2.68714e-05 3.092e-05 5.61848e-05 3.33603e-05 7.15568e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 1.0000000180025095e-35 0.0051950000000000008 0.26048500000000002
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=0.0088862762108619792 -0.018516212384103777 -0.01511800863808979 0.016680865825006195 -0.0067819242286885897 0.031571873055478615 -0.005077828338039922
leaf_weight=0.0010379950833797119 0.001454382224776998 0.0011794116850850321 0.0010849136529372215 0.0014781971708463949 0.0010382221954879458 0.0010941812846153817
leaf_count=210 1751 138 502 848 182 279
internal_value=0 -0.00129141 0.00136022 -0.00192145 0.00476307 0.0127661
internal_weight=0 0.00732931 0.0061499 0.00506498 0.0036106 0.0021324
internal_count=3910 3700 3562 3060 1309 461
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=7
num_cat=0
split_feature=16 40 4 151 16 13
split_gain=2.68475e-05 3.3048e-05 5.30136e-05 4.58021e-05 3.74381e-05 3.21659e-05
threshold=0.3935300000000001 -0.018084999999999997 0.40812500000000007 -0.024429999999999997 -0.19424999999999998 -0.0016149999999999999
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=0.00030961342455179506 -0.00030861603429379122 0.00040100408355252633 -0.00036826744260503317 -0.00031521424610478403 0.00031966140492921039 -8.351120105488019e-05
leaf_weight=0.0013507695757207583 0.0010169471109408466 0.0011899925066771854 0.0013893816199497888 0.0012787097685351494 0.0012949884315348445 0.0018443688212859469
leaf_count=388 380 464 237 211 1624 606
internal_value=0 2.88216e-05 -2.53818e-05 5.95673e-05 -3.23977e-05 8.2798e-05
internal_weight=0 0.00834821 0.00699744 0.00560806 0.00441807 0.00313936
internal_count=3910 3530 3142 2905 2441 2230
is_linear=0
shrinkage=0.00196078


Tree=8266
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=2.44748e-05 6.47942e-05 2.9389e-05 4.12351e-05 6.27822e-05 3.26369e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00027653445435539651 -0.0004790036246773232 0.00021515921709331208 0.00033506495408572009 0.00018201631469769622 -0.00055311486918470962 -0.00011345966719965155
leaf_weight=0.0010347474602559253 0.0011315606758967624 0.0018788234431482342 0.0010157143673008391 0.0015155339964490547 0.0012235692818200463 0.0013827507836934672
leaf_count=563 828 584 392 867 178 498
internal_value=0 -4.36004e-05 2.66187e-05 -2.55909e-05 -0.00013533 -0.000319861
internal_weight=0 0.00814795 0.00701639 0.00600068 0.00412185 0.00260632
internal_count=3910 3347 2519 2127 1543 676
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=7
num_cat=0
split_feature=42 43 0 52 0 13
split_gain=9.39782e-06 1.93301e-05 3.87676e-05 1.54083e-05 3.40054e-05 2.04258e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.067059999999999995 -0.074484999999999982 -0.15137999999999999 -0.094129999999999978
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=-0.0084735759084869113 -0.003347316350366899 -0.01178034881704986 0.023532898700474321 0.012943342011463292 0.0044729142310032171 -0.014334470826784846
leaf_weight=0.0011404913929152034 0.0011467347493910919 0.0012369619560311513 0.0010083210462645948 0.0014793818544135947 0.0010002878188429018 0.0013661003189033233
leaf_count=1060 1030 344 303 223 277 673
internal_value=0 0.00129299 0.00922957 -0.00207208 0.00105051 -0.00638447
internal_weight=0 0.00723779 0.00215506 0.00508273 0.00384577 0.00236639
internal_count=3910 2850 1333 1517 1173 950
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=7
num_cat=0
split_feature=157 160 52 3 2 3
split_gain=1.86524e-05 5.44307e-05 3.38187e-05 5.02558e-05 4.38822e-05 3.86216e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.099015000000000006 -0.074234999999999982
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=0.00024552480695630571 -0.00043843203261681923 0.00014747214782330779 0.00035570423445245548 -0.00039480933715895238 0.0003664506384443706 -0.00026916105318046185
leaf_weight=0.0010247990590099626 0.0011101792005751105 0.0017556205522979899 0.0010372367500013184 0.0011558621598997173 0.0013099381740104971 0.0016683040780180638
leaf_count=563 828 1216 240 199 502 362
internal_value=0 -3.53662e-05 2.92328e-05 -2.82619e-05 6.12376e-05 -5.5532e-05
internal_weight=0 0.00803714 0.00692696 0.00588972 0.00473386 0.00342392
internal_count=3910 3347 2519 2279 2080 1578
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=6
num_cat=0
split_feature=42 0 15 3 1
split_gain=1.00877e-05 2.57733e-05 3.29336e-05 2.89615e-05 3.94844e-05
threshold=0.092145000000000019 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 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=-0.0035334483935533915 -0.008696498078205878 0.01326143040938558 -0.017142727091687834 -0.0097726064746625953 0.018606264439115221
leaf_weight=0.0016457668797368104 0.0011585943652255726 0.0014523990285205714 0.0011075818704722271 0.0014356488262841464 0.0015777866140019622
leaf_count=1100 832 272 1090 245 371
internal_value=0 0.00135547 -0.00164312 0.00204143 0.00730296
internal_weight=0 0.00721918 0.00576678 0.0046592 0.00322355
internal_count=3910 3078 2806 1716 1471
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=6
num_cat=0
split_feature=42 160 15 42 0
split_gain=9.35708e-06 1.84245e-05 2.36954e-05 4.34853e-05 5.59982e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.035895000000000003 1.0000000180025095e-35 -0.15517999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0084620297033211767 -0.0081793126049938547 -0.0083737926040763095 0.017562206709541443 -0.012411329119467018 0.019475685642108637
leaf_weight=0.0011373594700390729 0.0015983527852279876 0.0012263551161638081 0.0010466208649391904 0.0016004589282655438 0.0017555929732017211
leaf_count=1060 1040 147 652 612 399
internal_value=0 0.00129589 0.00398635 0.000885629 0.00802232
internal_weight=0 0.00722738 0.00562903 0.00458241 0.00298195
internal_count=3910 2850 1810 1158 546
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=6
num_cat=0
split_feature=52 52 16 4 2
split_gain=1.01774e-05 2.36172e-05 1.47247e-05 3.13508e-05 3.0979e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.114825 -0.078094999999999984 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.004471907353158419 0.011371638878913501 0.013658630816824932 0.0028284187047309677 -0.019187221427651033 -0.0095432220946099645
leaf_weight=0.0014063549880425929 0.0016422676017943353 0.0014688723687661383 0.001310852435527733 0.0012768922003172495 0.0012451592978188662
leaf_count=777 441 413 887 1089 303
internal_value=0 0.00479047 -0.00255698 -0.00803494 0.00235242
internal_weight=0 0.00287523 0.00547517 0.00258774 0.00288743
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=8
num_cat=0
split_feature=133 12 49 48 4 15 3
split_gain=2.50439e-05 3.1567e-05 3.69975e-05 4.70726e-05 3.21108e-05 4.97256e-05 3.01229e-05
threshold=0.08845500000000002 -0.036459999999999992 0.073145000000000016 0.087035000000000015 -0.034289999999999994 -0.10981499999999998 -0.068734999999999977
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=-0.00027637915470080473 -0.00029526097825166814 -0.00010797259281451376 0.00042023577222739393 -0.00032724102270578764 -0.00012595415644906023 0.00062836444740962082 0.00017092970362384325
leaf_weight=0.0011085971120892556 0.0010062822312295666 0.0017800111249955475 0.0010451502655418202 0.00120137179617112 0.00108204751017052 0.0010474046006939916 0.0011736785607449297
leaf_count=391 897 1182 436 300 127 424 153
internal_value=0 3.19931e-05 7.86337e-05 2.18234e-05 0.000104323 0.000218726 0.000386644
internal_weight=0 0.00843826 0.00732966 0.00628451 0.00508314 0.00330313 0.00222108
internal_count=3910 3013 2622 2186 1886 704 577
is_linear=0
shrinkage=0.00196078


Tree=8273
num_leaves=7
num_cat=0
split_feature=2 160 16 52 1 0
split_gain=9.2258e-06 3.14847e-05 4.57426e-05 3.62846e-05 2.63925e-05 2.17499e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.076599999999999988 0.090905000000000014 -0.13506999999999997
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=0.013167355568701175 -0.0026601911652723471 0.015181264510452262 -0.0033963381637873895 -0.028989482353849429 -0.0053135404132030814 0.016390071129822031
leaf_weight=0.0010881304399901872 0.001474652004966879 0.001092831247334872 0.0011066767403869482 0.0011091472185198327 0.0014783088756303497 0.0010096511223712126
leaf_count=861 208 1038 579 319 346 559
internal_value=0 -0.00218702 -0.00567724 -0.0162072 0.00339752 0.00508207
internal_weight=0 0.00587509 0.00478696 0.00221582 0.00257114 0.0024843
internal_count=3910 3143 2282 898 1384 767
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=7
num_cat=0
split_feature=147 52 15 4 3 16
split_gain=5.82233e-05 3.59481e-05 4.08278e-05 5.86425e-05 5.14808e-05 4.60206e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.15202999999999997 -0.0010999999999999996 -0.032959999999999996 -0.094359999999999986
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=0.00036321112481601332 0.00043959272035915789 -0.00037268042915265603 -0.00012393451985040434 -0.00056376713139510179 0.0003479743419370488 -4.8233891215838335e-05
leaf_weight=0.0010084081604323945 0.0010293256288496358 0.0011742551898361363 0.001847280265462585 0.0012116587787567913 0.0017128696092072939 0.0014775577335307171
leaf_count=337 234 639 1737 268 290 405
internal_value=0 -5.43909e-05 -2.89397e-06 -6.19693e-05 0.000103112 -0.000280514
internal_weight=0 0.00843203 0.00725777 0.00624937 0.00356015 0.00268922
internal_count=3910 3676 3037 2700 2027 673
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=7
num_cat=0
split_feature=157 0 51 4 3 0
split_gain=3.57175e-05 4.45186e-05 9.39049e-05 3.92818e-05 3.16185e-05 1.76951e-05
threshold=-0.072409999999999988 -0.017269999999999997 -0.025709999999999997 0.0051950000000000008 0.092005000000000017 0.12346000000000001
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=0.00034306011417606374 -0.00067962375288536188 0.00037784882942974273 -0.00024107451769386675 -6.1139616691853723e-05 0.00033633346893828043 3.5236992072588629e-05
leaf_weight=0.001033862527294844 0.0010038359970500005 0.0010352833297448002 0.0019588930840595095 0.0017555742297631623 0.0013698639249298183 0.0013166754233033874
leaf_count=517 410 219 1875 557 192 140
internal_value=0 -4.30678e-05 -0.000131579 -2.33744e-05 0.000113071 0.000186048
internal_weight=0 0.00844013 0.00608817 0.00508433 0.00312544 0.00235196
internal_count=3910 3393 3034 2624 749 359
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=8
num_cat=0
split_feature=147 376 52 12 16 3 3
split_gain=2.54361e-05 3.20897e-05 4.25716e-05 4.5569e-05 5.11476e-05 5.31577e-05 1.75881e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.094359999999999986 0.090325000000000003 -0.082894999999999983
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=-0.00037155380435859096 0.00028089696664947503 0.00027656303642480833 -0.00042124473677666863 0.00030825582930917055 3.9521352542803547e-05 0.00038289960998025031 -0.00032343643796203786
leaf_weight=0.0018120678425055975 0.0010280521397556574 0.0010439220422267517 0.0012465462996608147 0.0012633302392758422 0.0010003700438265544 0.001129023949477274 0.001054217108351099
leaf_count=454 234 194 711 464 942 178 733
internal_value=0 -4.55438e-05 -9.03446e-05 -2.44424e-05 -0.000108577 4.11063e-05 -0.000146714
internal_weight=0 0.00854948 0.00750556 0.00625901 0.00499568 0.00318361 0.00205459
internal_count=3910 3676 3482 2771 2307 1853 1675
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 0 2
split_gain=4.30222e-05 4.4424e-05 3.50206e-05 3.67072e-05 8.61954e-05 3.80521e-05 3.2185e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 -0.10462499999999998 0.096750000000000017
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=-0.00027906274415248177 -0.00038344694092311163 0.00040424020997775154 0.00033676798631532425 -0.00059248651912934154 0.00046042745656161763 -7.8525537489046202e-05 -1.8151355314311759e-05
leaf_weight=0.0013680116584043134 0.0010174482396782302 0.0012532517631774834 0.0012623792082583109 0.0010184262834381679 0.0011512561984973462 0.0012140443583332995 0.0010179879588763255
leaf_count=394 279 195 512 164 1234 891 241
internal_value=0 4.37926e-05 0.000107642 4.20162e-05 -4.25164e-05 -0.000312988 0.000235839
internal_weight=0 0.00828536 0.00691735 0.00566409 0.00440171 0.00223247 0.00216924
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=8
num_cat=0
split_feature=1 12 4 15 151 16 12
split_gain=2.49807e-05 4.07551e-05 7.87018e-05 6.7009e-05 3.71095e-05 7.82519e-05 3.32442e-05
threshold=0.10113500000000002 0.10297500000000001 0.053925000000000008 -0.12507499999999996 -0.0074049999999999993 -0.091624999999999984 0.091405000000000014
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.00019905876353503652 0.00040693001487998972 0.00045203968113290263 0.00012525910492735946 -0.00057675792983018844 -0.00061617244341529006 -0.00017920376809839512 0.00026554045375965537
leaf_weight=0.0012448793843104419 0.0011750625672521321 0.0010073089125825865 0.0010410045427621055 0.0010500511233750925 0.0011615644813852354 0.001685019936021308 0.0010481206651592285
leaf_count=450 367 165 294 161 563 1164 746
internal_value=0 0.00010724 8.99604e-07 -0.000227268 -9.56426e-05 -0.000189839 -8.65067e-06
internal_weight=0 0.00427343 0.00326612 0.00209106 0.00513958 0.00389471 0.00273314
internal_count=3910 987 822 455 2923 2473 1910
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=7
num_cat=0
split_feature=1 47 3 1 2 3
split_gain=8.92519e-06 2.04093e-05 3.61261e-05 3.97539e-05 3.01971e-05 2.69897e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.094165000000000013 0.087005000000000013 0.090325000000000003
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=0.0035464095608326801 0.0074887986813483333 -0.014353315828386164 -0.012784474728517726 0.019675570345498924 -0.018727757100664166 0.009771052867460276
leaf_weight=0.0011178232665343976 0.0013274407268323886 0.0010446739919355132 0.0010739886923365075 0.0014879818215751996 0.0013361743276446047 0.0010483534445509663
leaf_count=1118 345 340 381 367 1246 113
internal_value=0 -0.00144378 0.000780093 0.00714341 -0.00858163 -0.00164293
internal_weight=0 0.007109 0.00606432 0.00361032 0.002454 0.00212234
internal_count=3910 3565 3225 861 2364 494
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=8
num_cat=0
split_feature=157 160 49 43 13 49 13
split_gain=1.60618e-05 5.21535e-05 3.08816e-05 3.18527e-05 6.18713e-05 3.52493e-05 4.56099e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.089635000000000006 -0.074254999999999988 -0.0097449999999999985 -0.029304999999999998 -0.11267999999999999
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=0.00022853613239781536 -0.00042665250924918776 0.00049876229099801901 0.00034650146881464019 0.00010030631816157075 -0.00015566503159767086 1.3285498255372708e-05 -0.00054778260134794618
leaf_weight=0.0010166316728226722 0.0011151071371500402 0.0010788389856279262 0.0010133436126145041 0.0014779635371298689 0.0011448214587815593 0.0010314334395481505 0.0012111347073806141
leaf_count=563 828 328 392 207 334 117 1141
internal_value=0 -3.29816e-05 3.01133e-05 -2.38234e-05 0.000161839 -0.000134789 -0.000289728
internal_weight=0 0.00807264 0.00695754 0.00594419 0.00222366 0.00372053 0.00224257
internal_count=3910 3347 2519 2127 662 1465 1258
is_linear=0
shrinkage=0.00196078


Tree=8281
num_leaves=8
num_cat=0
split_feature=150 1 12 4 52 4 15
split_gain=9.05352e-06 2.02555e-05 4.16834e-05 3.03875e-05 3.54171e-05 3.00912e-05 1.82637e-05
threshold=0.10559 0.12730000000000002 0.098845000000000016 -0.0010999999999999996 -0.087094999999999992 -0.12499499999999999 -0.11399999999999998
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=-0.0063057793682520236 -0.0087784056515401842 0.013891544319143929 -0.019432385334782389 0.0034114760918520803 0.0045921995592039652 0.028678563475960706 -0.014828767745142713
leaf_weight=0.0010144513308100547 0.0010389256709872922 0.0010734216070877227 0.0010242756689330069 0.0010250381504997507 0.0010497107876201962 0.0010252825349604078 0.0011818758619860194
leaf_count=552 233 314 501 251 149 1400 510
internal_value=0 0.00119092 -0.000966008 0.00260525 0.00900719 0.0164936 -0.00635678
internal_weight=0 0.00739406 0.00632063 0.00529636 0.00308944 0.00207499 0.00220691
internal_count=3910 3677 3363 2862 2101 1549 761
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=7
num_cat=0
split_feature=157 160 52 3 2 43
split_gain=1.59604e-05 4.90346e-05 2.96068e-05 4.78154e-05 4.12362e-05 3.60433e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.099015000000000006 -0.073139999999999983
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=0.00023029864384734291 -0.00041865126112647599 0.00019000949379319919 0.000338516686693126 -0.00038323708251813228 0.00036148885721365198 -0.00022178637781610175
leaf_weight=0.0010014851207440648 0.0010897142191927979 0.0013981631702302878 0.0010134693707327608 0.0011473733621821646 0.0012914617812620848 0.0019666089386084539
leaf_count=563 828 541 240 199 502 1037
internal_value=0 -3.24409e-05 2.9295e-05 -2.47036e-05 6.36451e-05 -5.06729e-05
internal_weight=0 0.00790679 0.00681708 0.00580361 0.00465623 0.00336477
internal_count=3910 3347 2519 2279 2080 1578
is_linear=0
shrinkage=0.00196078


Tree=8283
num_leaves=7
num_cat=0
split_feature=4 151 0 42 0 16
split_gain=9.03509e-06 2.46626e-05 3.81602e-05 1.43222e-05 2.70365e-05 6.31538e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 0.086700000000000013 0.10302000000000001 0.0046950000000000004
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=0.010754219956441168 0.0067101712821401359 -0.022115370514518659 0.011362677882256885 -0.010043864530406111 0.016212759612431179 -0.022115625114310089
leaf_weight=0.0013020140707941654 0.0016071086757421821 0.0010099879091620446 0.00128708930663306 0.0011855107822076427 0.0010303361188006149 0.0010022420024533908
leaf_count=564 426 196 1182 1081 135 326
internal_value=0 -0.00162487 -0.00454732 -0.000608843 0.00276057 -0.00329372
internal_weight=0 0.00681718 0.00551517 0.00450518 0.00331967 0.00228933
internal_count=3910 3484 2920 2724 1643 1508
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=6
num_cat=0
split_feature=52 15 160 2 16
split_gain=9.46462e-06 1.98602e-05 1.6839e-05 2.52661e-05 5.67861e-05
threshold=-0.081429999999999989 -0.052074999999999989 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01596036962693289 -0.012430319849262461 -0.0033872307688679738 0.0095218807251664615 0.010834421152075472 -0.016342959286527712
leaf_weight=0.0010032889441966351 0.0012390583801500593 0.0011259993303848622 0.0015874385292863938 0.0016274049953062951 0.0018243430869690179
leaf_count=471 1029 500 267 356 1287
internal_value=0 0.00572907 -0.00198617 0.000581885 -0.00430853
internal_weight=0 0.00212929 0.00627824 0.00503919 0.00341178
internal_count=3910 971 2939 1910 1554
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=7
num_cat=0
split_feature=157 160 42 160 3 42
split_gain=2.82033e-05 5.718e-05 4.6756e-05 3.12134e-05 4.21683e-05 5.8546e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 0.085330000000000003
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=0.00030327365255068364 -0.00044137926711256589 -0.00036368558631522422 0.00052525886138371459 -0.00020390536231117034 -0.00010394871542520463 8.213291789720689e-06
leaf_weight=0.0010207435441540189 0.0011830554507545931 0.0010256058237411237 0.0017768528891073665 0.001142341451502259 0.0016276668790750548 0.0016002797484069792
leaf_count=517 856 878 350 301 236 772
internal_value=0 -4.19883e-05 2.38862e-05 8.85498e-05 0.000155302 0.000280253
internal_weight=0 0.0083558 0.00717275 0.00614714 0.0050048 0.00337713
internal_count=3910 3393 2537 1659 1358 1122
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=7
num_cat=0
split_feature=157 160 52 3 2 43
split_gain=2.50323e-05 4.96385e-05 2.99336e-05 5.11355e-05 5.14051e-05 3.70083e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.099015000000000006 -0.073139999999999983
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=0.0002870146893698161 -0.00042406619708400668 0.00017654942096978458 0.00033648093230789587 -0.00039828759560611753 0.00039301352138794784 -0.00023807152488002404
leaf_weight=0.0010239244112856026 0.0011065298530986032 0.0014172878424617433 0.0010028769488707743 0.0011627454192839259 0.0012977086431209201 0.0019894881810669706
leaf_count=563 828 541 240 199 502 1037
internal_value=0 -3.86506e-05 2.34261e-05 -3.00839e-05 6.09201e-05 -6.55808e-05
internal_weight=0 0.00797664 0.00687011 0.00586723 0.00470448 0.00340678
internal_count=3910 3347 2519 2279 2080 1578
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=8
num_cat=0
split_feature=147 376 52 2 13 1 2
split_gain=3.83273e-05 3.63105e-05 5.63444e-05 4.69775e-05 8.24334e-05 7.48751e-05 3.03139e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 0.090815000000000021 -0.090929999999999983 0.10521500000000002 1.0000000180025095e-35
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=0.00019233954120701806 0.00035810135631476913 0.00030543895694617296 -0.00018776651813858251 9.5488800525614132e-05 -0.00094859778942372975 -0.00020631147960315657 0.00027146183343788806
leaf_weight=0.0019684248384514861 0.0010251525215712624 0.0010075682763934189 0.0012060036620804631 0.0010617752514749672 0.0010392655261845848 0.0010506412606756223 0.0010200901796409462
leaf_count=813 234 194 682 223 603 164 997
internal_value=0 -4.362e-05 -9.14952e-05 -0.000195387 -0.000349406 -0.000575434 2.26713e-05
internal_weight=0 0.00835377 0.0073462 0.00537778 0.00315168 0.00208991 0.00222609
internal_count=3910 3676 3482 2669 990 767 1679
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=7
num_cat=0
split_feature=157 160 12 52 48 4
split_gain=9.57496e-06 4.76234e-05 2.5585e-05 2.45964e-05 2.97209e-05 3.89832e-05
threshold=-0.019179999999999999 -1.0000000180025095e-35 -0.023959999999999995 -0.081429999999999989 0.078735000000000013 0.05309500000000001
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=0.0091505485165891496 -0.02140346433137387 -0.012230153367466485 0.018129014061376219 -0.0042043118755556441 -0.011391718898545063 0.018691556176398342
leaf_weight=0.0010008403131384737 0.0010144165582680661 0.0010668811514043045 0.0010907200048568058 0.0015487781036635983 0.0012878367269142516 0.0014304834694954336
leaf_count=637 795 391 459 1134 219 275
internal_value=0 -0.00126772 0.00191158 0.00472756 0.001302 0.00678907
internal_weight=0 0.00743912 0.0064247 0.00535782 0.0042671 0.00297926
internal_count=3910 3273 2478 2087 1628 1409
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=8
num_cat=0
split_feature=157 51 2 16 52 3 43
split_gain=2.18323e-05 4.30672e-05 3.96225e-05 4.4154e-05 3.46851e-05 5.17254e-05 2.52829e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.086650000000000019 -0.15168999999999996 0.10701500000000001 0.11265500000000002 -0.078844999999999985
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=0.00026390010886227728 -0.00040143951592645603 6.0926012934782666e-05 -5.5857630388412447e-05 -0.00049594424491388096 0.00043927740896223302 -0.00032590716307636075 0.00033932307531819178
leaf_weight=0.0010327684850412891 0.0010890953708909109 0.0011715146657086826 0.0010348272864335309 0.0010275884836781787 0.0010211964499260763 0.0010973677839557585 0.0015619031324908229
leaf_count=563 479 207 406 1110 387 165 593
internal_value=0 -3.90231e-05 1.80615e-05 -0.000199286 0.000119427 3.1008e-05 0.000181839
internal_weight=0 0.00800349 0.0069144 0.0021991 0.00471529 0.0036941 0.00259673
internal_count=3910 3347 2868 1317 1551 1164 999
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=8
num_cat=0
split_feature=157 51 2 16 52 3 43
split_gain=1.87381e-05 4.43702e-05 3.31553e-05 4.96401e-05 2.91068e-05 5.38539e-05 2.40479e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.086650000000000019 -0.15168999999999996 0.10701500000000001 0.11265500000000002 -0.078844999999999985
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=0.00024790676633556005 -0.00040060794387502066 0.00010378668933226651 -4.1561829389481611e-05 -0.00048662302409462733 0.00040832660161516115 -0.00032360955401524355 0.0003437759154826858
leaf_weight=0.0010304798009422205 0.0010907091386118993 0.0011620181811913437 0.0010325493898144628 0.0010352966546122889 0.0010314589678398801 0.0011190332675668499 0.001568557388508358
leaf_count=563 479 207 406 1110 387 165 593
internal_value=0 -3.29349e-05 2.47755e-05 -0.000174393 0.000116879 3.60706e-05 0.00019081
internal_weight=0 0.00803962 0.00694891 0.00219731 0.0047516 0.00372014 0.00260111
internal_count=3910 3347 2868 1317 1551 1164 999
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=8
num_cat=0
split_feature=147 376 52 3 15 4 52
split_gain=2.89303e-05 3.73988e-05 4.76203e-05 4.24563e-05 6.93965e-05 3.99196e-05 8.84586e-06
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.080744999999999997 -0.074174999999999977 0.053925000000000008 -0.14689999999999998
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=3.3948811184507973e-05 0.00030457792789829064 0.00030642453777828677 3.7686237106459661e-05 0.00016426784612358537 -0.00068529613306912089 -0.00037351082606134874 0.00029440603937892285
leaf_weight=0.001002915947095493 0.0010197266255591681 0.0010219930644677268 0.0019883376440000991 0.0010555272261120274 0.0012719047373946149 0.0010672894606966858 0.0010024198984686166
leaf_count=554 234 194 1368 278 692 331 259
internal_value=0 -4.51374e-05 -9.37669e-05 -0.000189846 -0.000323115 -0.000106111 0.000164145
internal_weight=0 0.00841039 0.00738839 0.00538306 0.00339472 0.00212282 0.00200534
internal_count=3910 3676 3482 2669 1301 609 813
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=6
num_cat=0
split_feature=160 16 51 0 0
split_gain=9.39421e-06 2.06358e-05 3.19439e-05 2.53938e-05 1.95865e-05
threshold=-0.063534999999999994 -0.055679999999999993 0.077145000000000005 -0.06402999999999999 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.0069757619190197783 -0.012592399435698953 -0.020805733443006947 0.016869498939419695 -0.0013001796021742849 0.0045111174590681943
leaf_weight=0.0015578730534712955 0.0011681743266927021 0.0010077780232775426 0.0011842065947897979 0.0019763364887733031 0.001568643471961291
leaf_count=1007 244 775 311 409 1164
internal_value=0 -0.00162111 0.00314795 -0.00788748 -0.00278929
internal_weight=0 0.00690514 0.00392102 0.00298411 0.00273682
internal_count=3910 2903 1719 1184 1408
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=7
num_cat=0
split_feature=15 484 52 0 4 4
split_gain=8.81173e-06 2.45052e-05 3.08584e-05 4.24529e-05 3.07018e-05 2.97929e-05
threshold=0.079360000000000014 0.042570000000000004 0.11110500000000002 0.012625000000000003 0.27020000000000005 -0.0010999999999999996
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=0.0082423707178196273 -0.0086150690128723589 0.015535690153828949 0.014456874476499805 -0.021025001721579055 0.015590891946708095 -0.011931967149512928
leaf_weight=0.0011689150471718311 0.0010485030291878866 0.0010245358189954253 0.0010597756071053944 0.0011731035396384823 0.0010195927512527047 0.0019584256501667847
leaf_count=622 1436 452 280 245 318 557
internal_value=0 0.00117992 -0.00112548 -0.00422955 0.000521619 -0.00439135
internal_weight=0 0.00740435 0.00637981 0.00532004 0.00414693 0.00312734
internal_count=3910 2474 2022 1742 1497 1179
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=7
num_cat=0
split_feature=376 43 2 1 13 15
split_gain=2.03716e-05 3.39532e-05 4.04482e-05 6.64315e-05 5.19524e-05 5.30925e-05
threshold=0.048375000000000008 0.083940000000000015 0.094010000000000024 0.10498500000000001 -0.032264999999999995 -0.040439999999999997
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=-0.00018315389303176025 0.00025705532883782851 -0.00037233969963465491 -0.00046970928034068433 8.8148454545358462e-05 5.1234770714900724e-05 0.0006162951648197002
leaf_weight=0.0012187311268764978 0.0010280820676568771 0.0010101822068549352 0.0014080466600943638 0.0019674914780800968 0.0014061936202242366 0.0011722250685052065
leaf_count=1287 206 401 707 415 262 632
internal_value=0 -3.57827e-05 1.16171e-05 -0.000144552 0.000150446 0.000308128
internal_weight=0 0.00818287 0.00717269 0.00337554 0.00379715 0.00257842
internal_count=3910 3704 3303 1122 2181 894
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=7
num_cat=0
split_feature=147 2 48 13 15 1
split_gain=2.36692e-05 3.7981e-05 2.72199e-05 3.39402e-05 4.42917e-05 6.71678e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 0.089075000000000015
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=0.00017944502271343362 0.00027708331844991869 -0.00039516527037965893 0.00029804419350541744 0.00021543897347938999 4.8347968556634021e-06 -0.00056562152292130574
leaf_weight=0.0018600799092388549 0.0010092857238334979 0.0010200207358018586 0.0010676873270075073 0.0010300271621792438 0.001763029733469522 0.0014431081059765626
leaf_count=915 234 327 321 244 1240 629
internal_value=0 -4.11657e-05 9.2378e-06 -4.13433e-05 -0.00013829 -0.000251932
internal_weight=0 0.00818395 0.00716393 0.00609624 0.00423617 0.00320614
internal_count=3910 3676 3349 3028 2113 1869
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=7
num_cat=0
split_feature=43 4 1 15 3 3
split_gain=9.84203e-06 2.36954e-05 2.96839e-05 3.29112e-05 3.47375e-05 4.01403e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.0089749999999999986 -0.075954999999999981 0.11265500000000002
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=0.0084578672873733152 -0.015209554552632624 -0.013062548583462353 -0.016031664589352086 0.018483013450662132 0.015269020694052471 -0.0094825827474395077
leaf_weight=0.0011740339552797803 0.0010626135502795663 0.0012168593282948104 0.0010226584164525522 0.0012398852936160438 0.0016698606598981409 0.0010782859988263623
leaf_count=261 278 1794 327 613 435 202
internal_value=0 -0.0014078 0.000947213 0.00434952 -0.000297739 0.00555727
internal_weight=0 0.00729016 0.00622755 0.00501069 0.00377081 0.00274815
internal_count=3910 3649 3371 1577 964 637
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=7
num_cat=0
split_feature=376 1 47 2 4 16
split_gain=1.89656e-05 2.72371e-05 2.50715e-05 3.81781e-05 4.28878e-05 0.000139097
threshold=0.048375000000000008 0.12864500000000004 0.09252500000000001 0.084235000000000018 0.0057500000000000008 -0.008734999999999998
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=0.00023472832439160873 0.00025060048030210762 0.00024283437218290796 -0.00035791553331430764 -0.00085212881028550944 9.9985197019264793e-05 0.0001016517380673542
leaf_weight=0.0015225169095172391 0.0010004085731661018 0.0011539307694527334 0.0010738218038250612 0.0010131024922254372 0.0018195697929858259 0.0014005854762056515
leaf_count=819 206 276 329 1046 555 679
internal_value=0 -3.57909e-05 -8.28675e-05 -3.15534e-05 -0.000127323 -0.000298681
internal_weight=0 0.00798353 0.0068296 0.00575577 0.00423326 0.00241369
internal_count=3910 3704 3428 3099 2280 1725
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=6
num_cat=0
split_feature=0 1 47 4 15
split_gain=1.19499e-05 2.03355e-05 2.25881e-05 2.7441e-05 4.92095e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.086425000000000016 0.0051950000000000008 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013622030411381101 0.0081452750608382862 -0.0043198542079409298 -0.0082477872132788455 -0.001993124160463692 0.028241797853937115
leaf_weight=0.0011982630991064685 0.0014734510126441181 0.0017306914165062626 0.0018991442122110948 0.0011163090115944819 0.0010396504032478616
leaf_count=1905 255 892 377 300 181
internal_value=0 -0.0017649 0.000690758 0.00505842 0.0125868
internal_weight=0 0.00698406 0.0057858 0.00388665 0.00215596
internal_count=3910 3655 1750 1373 481
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=7
num_cat=0
split_feature=0 52 48 2 2 12
split_gain=1.01424e-05 4.51518e-05 2.56254e-05 2.71503e-05 2.66466e-05 1.33453e-05
threshold=-0.017269999999999997 -0.094124999999999986 0.091875000000000012 0.10393500000000001 1.0000000180025095e-35 0.091475000000000015
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=-0.021437352714008203 0.013587687237926006 -0.0010448444908067376 -0.010259753726454442 -0.0079325497989270449 0.01901390092215351 -0.0016844326724874622
leaf_weight=0.0010136589050942831 0.0011000360917914373 0.0011007245432213253 0.0013357214102373127 0.0010398778486773001 0.0016625965620661271 0.0011923969946114137
leaf_count=585 280 678 332 434 1435 166
internal_value=0 -0.00214883 0.00165585 0.00584074 0.0110238 0.00564397
internal_weight=0 0.00615258 0.00513892 0.0038032 0.00276332 0.00229243
internal_count=3910 3464 2879 2547 2113 446
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=7
num_cat=0
split_feature=4 16 160 2 52 1
split_gain=1.01593e-05 2.51687e-05 3.59748e-05 3.19369e-05 3.19129e-05 2.47311e-05
threshold=0.27608500000000008 -0.08755499999999998 -0.026849999999999995 0.094010000000000024 0.083750000000000005 0.099595000000000017
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=0.00036148462156361159 0.007047482999504211 0.017986290032086624 -0.02041104580705505 -0.023186778253697093 0.010269908759760018 0.0012927551070603105
leaf_weight=0.0012893463312980595 0.0016348725025194331 0.0011407942931930077 0.0011002957237616377 0.0010408906488683853 0.0012205936545269429 0.0010041542646364553
leaf_count=648 441 745 988 252 495 341
internal_value=0 -0.00173259 0.00266333 -0.0101573 -0.00259385 -0.0100549
internal_weight=0 0.00679607 0.00446584 0.00233024 0.00332504 0.00210445
internal_count=3910 3469 2569 900 1824 1329
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=7
num_cat=0
split_feature=376 43 3 457 13 15
split_gain=1.80754e-05 3.5849e-05 5.25437e-05 2.81067e-05 3.54428e-05 3.99011e-05
threshold=0.048375000000000008 -0.068454999999999988 -0.078669999999999976 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976
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=-6.0947651511892895e-05 0.00024732628472489874 6.8435816255767748e-05 0.00050649839329016723 0.00016334554199783332 -0.00014784375959674671 -0.00062737922059779357
leaf_weight=0.0016407645860096053 0.0010154658330785082 0.0013655194034197819 0.0010157900982385973 0.0010620917784094925 0.0019292686339070935 0.0010197293603205443
leaf_count=1101 206 283 431 172 532 1185
internal_value=0 -3.03185e-05 0.000156027 -0.000122391 -0.00019273 -0.000313662
internal_weight=0 0.00803316 0.00265655 0.00537661 0.00431452 0.002949
internal_count=3910 3704 1532 2172 2000 1717
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=7
num_cat=0
split_feature=2 13 2 13 3 12
split_gain=1.0307e-05 2.8082e-05 4.76719e-05 2.39077e-05 2.56343e-05 1.19432e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.090325000000000003 0.051320000000000005
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=0.010855579549912515 0.015487987556505219 0.010540862633449197 -0.019611449672243101 0.0093465303270815602 -0.011586777979774978 -0.0045693639478308319
leaf_weight=0.0010055965325777433 0.0012093231648500694 0.0011627370843395116 0.0016969591768498131 0.0010970704760883253 0.0012532511303030847 0.0010022751217619611
leaf_count=251 254 219 1455 720 172 839
internal_value=0 -0.00301732 -0.00727247 0.00406295 -0.00181564 0.00315587
internal_weight=0 0.00486757 0.00370483 0.00355964 0.00235032 0.00200787
internal_count=3910 2764 2545 1146 892 1090
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=7
num_cat=0
split_feature=11 4 2 2 52 4
split_gain=2.11026e-05 2.92853e-05 3.65541e-05 4.38891e-05 2.50287e-05 5.5859e-05
threshold=0.077165000000000025 -0.0010999999999999996 0.086915000000000006 0.11230000000000001 -0.088354999999999989 -0.23071499999999998
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=-9.5125672382325336e-05 -0.00027043234985000755 -0.00029460986409323331 0.00034799395852941247 -0.00016711518808516364 -4.5497012890804325e-05 0.00051562736507817868
leaf_weight=0.0010906659179505287 0.0010004231792280589 0.0017823341255677645 0.0011833203875478962 0.0013747801354328907 0.0012693638796989792 0.001474251976346501
leaf_count=528 282 408 438 413 116 1725
internal_value=0 3.12684e-05 -7.90362e-05 7.11628e-05 0.000156134 0.000256017
internal_weight=0 0.00817472 0.00434043 0.0025581 0.00383428 0.00274362
internal_count=3910 3628 1259 851 2369 1841
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=8
num_cat=0
split_feature=159 1 4 43 1 13 16
split_gain=3.14068e-05 3.42379e-05 5.19058e-05 3.92223e-05 7.45033e-05 7.19581e-05 3.1935e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.073139999999999983 0.09112000000000002 -0.0041499999999999983 0.0054700000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00033342020619505936 -6.7069153085417475e-05 -5.1518730595348715e-05 0.00052462378242343127 -0.00029401141245893875 -0.00049732683660022863 0.00038631113431701104 0.00041743795402786349
leaf_weight=0.0010056025765870528 0.0010638967323577618 0.0012263027781643124 0.0011793944112681591 0.001163680144674798 0.0015413204312251308 0.0012290493804500134 0.0010288106191601858
leaf_count=633 756 240 322 916 393 326 324
internal_value=0 3.31802e-05 0.000230935 -4.57576e-05 -0.000161127 5.5443e-05 0.000171123
internal_weight=0 0.00843245 0.0024057 0.00602676 0.00393405 0.00239273 0.00209271
internal_count=3910 3277 562 2715 1635 1242 1080
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=7
num_cat=0
split_feature=15 49 151 1 15 16
split_gain=8.98857e-06 2.17458e-05 4.39421e-05 3.52671e-05 5.54725e-05 3.99393e-05
threshold=0.079360000000000014 -0.006494999999999999 -0.035524999999999994 1.0000000180025095e-35 -0.038029999999999987 -0.09601999999999998
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=0.0064960549293793845 -0.0086699681999839323 -0.0076519287012541091 -0.022535576385388403 0.01472253716782037 0.029395334569138017 -0.0099712735141398289
leaf_weight=0.0010860539987662982 0.0010539604560323842 0.0016268930889457578 0.0010027128920351784 0.0012954138844149705 0.0010548876668109437 0.0013248157014391615
leaf_count=428 1436 805 234 329 318 360
internal_value=0 0.00120149 -0.00744058 0.0046061 0.0100325 0.00223709
internal_weight=0 0.00739078 0.00208877 0.00530201 0.00367512 0.00262023
internal_count=3910 2474 662 1812 1007 689
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=7
num_cat=0
split_feature=11 48 2 1 0 0
split_gain=3.33738e-05 3.64831e-05 5.442e-05 5.67625e-05 4.28664e-05 3.57928e-05
threshold=0.077330000000000024 0.088875000000000023 0.11260500000000001 0.10884000000000001 -0.032484999999999993 -0.089879999999999974
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=-2.5796766760786837e-05 -0.00033480808186313544 0.00027728281710332267 0.00036168555617499819 -0.00043238319612121952 -0.00028952647410620841 0.00044831347461402792
leaf_weight=0.0015738370755586722 0.0010180493690513008 0.0019344927976032277 0.0011259195772580005 0.0015241356933582309 0.0012042189139756377 0.0010019536917622045
leaf_count=606 279 523 432 268 151 1651
internal_value=0 4.11924e-05 -2.98357e-05 -0.000112945 1.58561e-05 0.000158627
internal_weight=0 0.00836456 0.00643006 0.00530415 0.00378001 0.00257579
internal_count=3910 3631 3108 2676 2408 2257
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=9.71489e-06 2.50033e-05 2.31571e-05 2.51958e-05 3.17611e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0085544959221439936 -0.009694881878470854 0.014537747624174108 -0.011024584712175697 0.017853762076184106 -0.0037639930694957275
leaf_weight=0.0011531894018478126 0.0016058177889027711 0.0016218821879790176 0.0013080367413965972 0.0012221075096249129 0.0015311074757772493
leaf_count=1060 1040 604 520 233 453
internal_value=0 0.00132336 0.00443665 0.000402727 0.00583178
internal_weight=0 0.00728895 0.00568313 0.00406125 0.00275321
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=6
num_cat=0
split_feature=15 16 52 0 49
split_gain=9.44931e-06 1.90921e-05 2.52534e-05 3.549e-05 2.8932e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 -0.0019649999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0088717944592391178 -0.011953189516507536 -0.0079962952357549993 0.012655961398769454 -0.01687612721959867 0.010889314306988437
leaf_weight=0.0010461609274034665 0.0013665888715483927 0.0014062920109221199 0.0014465253494505429 0.0012488021082347821 0.0019168633590082823
leaf_count=317 337 492 727 400 1637
internal_value=0 -0.00128295 0.00113989 -0.00250369 0.00289731
internal_weight=0 0.00738507 0.00601848 0.00457196 0.00332316
internal_count=3910 3593 3256 2529 2129
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=6
num_cat=0
split_feature=52 2 151 12 0
split_gain=1.00762e-05 1.99651e-05 1.74661e-05 4.33469e-05 3.11886e-05
threshold=-0.048794999999999991 0.089910000000000004 -0.0008699999999999999 0.098845000000000016 -0.075584999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00378870340958486 -0.014183204861164814 0.012828772570250058 -0.0021705051396680082 -0.016503306890309159 0.017478502630709363
leaf_weight=0.0014056008209656088 0.0010425419360954946 0.0014888058176715764 0.0019474657004458584 0.0011551562868209776 0.0013804329702814366
leaf_count=518 372 672 1580 394 374
internal_value=0 0.00475888 -0.00252454 0.000186707 0.00598002
internal_weight=0 0.00289441 0.0055256 0.00448305 0.0033279
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=1.97577e-05 5.60054e-05 3.06434e-05 3.64008e-05 5.4077e-05 3.97979e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00025939610975347633 -0.00043004695247491817 0.00020717787500863273 0.0003476920111122798 0.00017432035826711329 -0.00054925165354373189 -6.7098114769966697e-05
leaf_weight=0.0010032933536049645 0.001166583914669392 0.0018771018093906057 0.0010220949716336133 0.0015097638064633075 0.0012275132880030853 0.0014191023166858644
leaf_count=517 856 586 402 871 178 500
internal_value=0 -3.2068e-05 3.37347e-05 -1.94508e-05 -0.000121801 -0.000290723
internal_weight=0 0.00822216 0.00705558 0.00603348 0.00415638 0.00264662
internal_count=3910 3393 2537 2135 1549 678
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=7
num_cat=0
split_feature=13 43 13 2 0 13
split_gain=2.12599e-05 2.9449e-05 3.7253e-05 2.69007e-05 3.60275e-05 2.84106e-05
threshold=0.17936000000000002 -0.047174999999999988 -0.062819999999999987 0.097940000000000013 -0.099024999999999988 -0.091849999999999987
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=-1.7966832566608766e-06 -0.00027353648625621303 -7.7575083048169068e-06 0.00049415974345675589 0.00032501071842157595 -0.00045947099617883941 -6.91014149939793e-05
leaf_weight=0.0013640840811530168 0.0010237407171813382 0.0017271387243729328 0.0010159660059495322 0.0011369751289535121 0.0011184311514353769 0.0018434053401891037
leaf_count=1044 221 305 586 203 1067 484
internal_value=0 2.61346e-05 0.000209911 -4.89427e-05 -0.0001853 8.12471e-05
internal_weight=0 0.008206 0.00238005 0.00582595 0.00284557 0.00298038
internal_count=3910 3689 1630 2059 1372 687
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=7
num_cat=0
split_feature=11 16 3 1 4 15
split_gain=3.46214e-05 2.85492e-05 3.57694e-05 3.10416e-05 5.38476e-05 4.86012e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.10628499999999998 0.094385000000000011 0.053925000000000008 -0.0039399999999999991
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=-0.00021824449995746733 -0.00033694149349596902 0.00038628100743913523 -0.00043417918724411179 0.00040362975737852911 -0.00013401689508263782 9.2289832365440052e-05
leaf_weight=0.001350712850932495 0.0010378294099030278 0.0013024214538380078 0.0011347145413966218 0.0016337786817031822 0.0012752068705361933 0.0016609809703574353
leaf_count=385 279 198 1046 499 250 1253
internal_value=0 4.27719e-05 9.30863e-05 2.61478e-05 0.000167943 -0.000121393
internal_weight=0 0.00835782 0.0070071 0.00570468 0.00290899 0.0027957
internal_count=3910 3631 3246 3048 749 2299
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=7
num_cat=0
split_feature=49 3 3 12 49 52
split_gain=1.01976e-05 3.18296e-05 2.47775e-05 4.70623e-05 2.66819e-05 1.72553e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.075954999999999981 0.091555000000000011 1.0000000180025095e-35 -0.013104999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017947688265437901 0.0031479249878610771 -0.0059241797198542889 0.018255551302727376 -0.025401717429218231 -0.010590656834572523 0.0019829872138471083
leaf_weight=0.0010948934183896961 0.0012261762611007244 0.0011402066072763264 0.0010220867269123009 0.0010912535518128703 0.0010820887477707053 0.0017979621837166562
leaf_count=361 1455 198 224 717 389 566
internal_value=0 0.00576977 -0.00210557 -0.0102958 0.0027585 0.00788075
internal_weight=0 0.0022351 0.00621957 0.00231743 0.00390214 0.00282005
internal_count=3910 559 3351 2172 1179 790
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=6
num_cat=0
split_feature=4 0 3 15 3
split_gain=1.62786e-05 2.65804e-05 4.32358e-05 4.05501e-05 3.94503e-05
threshold=0.27608500000000008 -0.06402999999999999 0.086245000000000016 -0.07052499999999999 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-6.0758808145619133e-05 0.00016927981692898514 0.00033127598649516628 7.5319301010990468e-05 -0.00057750837541247987 -0.00011945759821594483
leaf_weight=0.0011617709750407043 0.001746646040804713 0.0014574157768060506 0.0019452503256533922 0.0011736356493182846 0.0015306543890461076
leaf_count=813 441 277 216 1806 357
internal_value=0 -4.15339e-05 -0.000140599 -0.000320446 0.000100385
internal_weight=0 0.00726873 0.00428066 0.00233541 0.00298807
internal_count=3910 3469 2835 2619 634
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=6
num_cat=0
split_feature=4 42 0 15 1
split_gain=1.12281e-05 2.31228e-05 3.85057e-05 5.03184e-05 5.0629e-05
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 -0.074174999999999977 0.090040000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0079778878952238095 0.0074779971421413934 -0.012992605994475159 0.014351823702388281 0.00080928700697248271 -0.030899867726527305
leaf_weight=0.0017898498259146058 0.0016146948415372807 0.0014520326061035751 0.0015794766550205818 0.0010058445137639354 0.0010082990821381622
leaf_count=693 426 1266 274 1023 228
internal_value=0 -0.00179363 0.00122696 -0.00422269 -0.0150646
internal_weight=0 0.0068355 0.00538347 0.00380399 0.00201414
internal_count=3910 3484 2218 1944 1251
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=7
num_cat=0
split_feature=11 48 2 1 2 4
split_gain=3.71752e-05 2.84332e-05 4.51469e-05 5.05998e-05 5.66123e-05 4.28272e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10884000000000001 0.084235000000000018 -0.12499499999999999
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=0.00036165032909499516 -0.00034702221230949984 0.00030598491448108247 0.00033476953470808673 -0.00038161217299767161 -0.00041743184180568815 6.738430409715046e-05
leaf_weight=0.001364714323824305 0.0010546650562932519 0.0013349336914241497 0.0012350268723673096 0.0015496814195817112 0.0011473850419261246 0.0017987292541966815
leaf_count=821 279 339 471 273 142 1585
internal_value=0 4.34545e-05 -5.93718e-06 -7.77367e-05 3.15022e-05 -0.000121431
internal_weight=0 0.00843047 0.00709554 0.00586051 0.00431083 0.00294611
internal_count=3910 3631 3292 2821 2548 1727
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=3.3808e-05 3.825e-05 5.50959e-05 5.35347e-05 4.74311e-05 6.33702e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.00044760549964238536 0.0003285628401504019 -0.00039834111395789686 -0.00031557250970925724 -0.00013036059700167611 -0.00026767294257032083 0.00047395122874718375
leaf_weight=0.0012754389585284218 0.001030271977534517 0.0010471711585100128 0.0016246938216467437 0.0014240439558531274 0.0016777024600509371 0.001255191764821393
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -4.8019e-05 2.53128e-06 9.42903e-05 -9.13832e-06 0.000152753
internal_weight=0 0.00830424 0.00725707 0.00563238 0.00435694 0.00267924
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=8
num_cat=0
split_feature=376 1 52 1 1 12 0
split_gain=1.80755e-05 3.22937e-05 3.12238e-05 4.10681e-05 5.136e-05 7.5232e-05 7.03232e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.11097000000000001 0.095575000000000007 0.090840000000000018 -0.11524
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=7.1486236884974201e-05 0.00024070892605854694 0.00026453094569766375 -0.0003955975760269434 -0.00033333283942650334 0.00040018432353853986 0.00036986405056807308 -0.00063022619570029343
leaf_weight=0.001110257185280731 0.0010083186491945855 0.0011611195985012047 0.0010769814396364629 0.0013359274661580104 0.0012261948479551617 0.0010153049943068737 0.0010863450588565963
leaf_count=177 206 276 662 245 332 686 1326
internal_value=0 -3.78493e-05 -8.90972e-05 -3.19283e-05 5.87985e-05 -7.15308e-05 -0.000275551
internal_weight=0 0.00801213 0.00685101 0.00577403 0.0044381 0.00321191 0.0021966
internal_count=3910 3704 3428 2766 2521 2189 1503
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=8
num_cat=0
split_feature=147 15 3 4 4 0 0
split_gain=5.13461e-05 4.33412e-05 6.0184e-05 7.00977e-05 4.58585e-05 8.80909e-05 8.19189e-05
threshold=0.085900000000000018 -0.15202999999999997 0.13772500000000001 0.10910000000000002 -0.34687499999999999 -0.06402999999999999 -0.12329499999999999
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=0.000270028054538763 0.00042353486297653164 -0.00045335235475973251 0.00033673757040250896 -0.00063120180778809376 9.5970160737392435e-05 0.00037759620486565391 -0.00057864787185042058
leaf_weight=0.0014160920730020192 0.0010017571328521926 0.0010383959942439373 0.0010283859704266485 0.0010748001150937183 0.0015617422778634736 0.0015659019304448069 0.0012426936410162644
leaf_count=446 209 253 118 214 234 304 2132
internal_value=0 -4.46255e-05 -0.000103942 -0.00017384 -8.29551e-05 5.05161e-06 -0.000202965
internal_weight=0 0.00892801 0.00751192 0.00648353 0.00540873 0.00437034 0.00280444
internal_count=3910 3701 3255 3137 2923 2670 2366
is_linear=0
shrinkage=0.00196078


Tree=8320
num_leaves=7
num_cat=0
split_feature=1 150 484 3 43 1
split_gain=1.02517e-05 1.87592e-05 2.81966e-05 2.01351e-05 2.98146e-05 1.51008e-05
threshold=0.12730000000000002 0.08486500000000001 0.0038100000000000005 0.092005000000000017 -0.079109999999999986 0.091845000000000024
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=-0.014848410949652169 0.0080325426146688455 0.0084464818076642138 0.011091226804203149 -0.018575367781301973 -0.0042506574517239401 0.012797293567856438
leaf_weight=0.0013975309282165671 0.0013307263877618556 0.0014938742699346103 0.0010002809758205096 0.001200028990810946 0.0010687123923875603 0.0010112058621494007
leaf_count=868 345 395 440 165 1302 395
internal_value=0 -0.00152431 -0.00414772 -0.00740658 -0.00355236 0.00403764
internal_weight=0 0.00717163 0.00567776 0.00467748 0.00347745 0.00207992
internal_count=3910 3565 3170 2730 2565 1697
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=7
num_cat=0
split_feature=11 16 3 1 2 4
split_gain=2.8831e-05 2.49142e-05 3.80074e-05 4.56705e-05 4.04201e-05 8.77263e-05
threshold=0.077330000000000024 -0.42360999999999993 -0.016619999999999996 0.076710000000000014 0.097940000000000013 0.0051950000000000008
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=-0.00021216156669104144 -0.00031645467380452929 3.0271578280142845e-05 -0.00058283115013846103 0.00053128029512659034 0.00017232151930563497 0.00020009669018325479
leaf_weight=0.0013301529134085131 0.0010164423591077975 0.0015550835151001469 0.0011856231362742308 0.001271483699332732 0.0018662724250599139 0.0010267188474129751
leaf_count=385 279 1774 220 795 345 112
internal_value=0 3.35634e-05 8.08976e-05 0.000255642 -4.02039e-05 -0.000219485
internal_weight=0 0.00823533 0.00690518 0.00282657 0.00407861 0.00221234
internal_count=3910 3631 3246 2569 677 332
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=7
num_cat=0
split_feature=2 13 2 13 2 12
split_gain=9.88058e-06 2.99886e-05 4.11494e-05 1.97341e-05 2.07546e-05 8.11228e-06
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.11635500000000001 0.051320000000000005
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=0.0086382431746798386 0.014265437879561345 0.011076446054660401 -0.018702484298371503 -0.0095965691277822805 0.0092661038714226211 -0.0040076017091331346
leaf_weight=0.0010178053607486305 0.0012239093100535597 0.0011634220502059257 0.0017159629904373113 0.0013373382785615989 0.0010345895258541697 0.0010113316316909028
leaf_count=251 254 219 1455 502 390 839
internal_value=0 -0.00294735 -0.00730387 0.00395245 -0.00136903 0.00233549
internal_weight=0 0.00490852 0.0037451 0.00359584 0.00237193 0.00202914
internal_count=3910 2764 2545 1146 892 1090
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=7
num_cat=0
split_feature=49 3 3 0 12 4
split_gain=9.15769e-06 2.33044e-05 2.25595e-05 3.14529e-05 6.11183e-05 1.90064e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.13309499999999996 -0.053834999999999994 0.08401500000000002 0.055260000000000011
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=0.015894673070020401 -0.013647743886837458 -0.0045146746928005103 0.0052779080992692261 -0.011135526207116863 0.026164938348108287 -0.012676219550066786
leaf_weight=0.001094336511802717 0.0013121697054178519 0.0011446879319971116 0.0013487177953073622 0.0014736154383033421 0.0010709168824085905 0.0010476008849106379
leaf_count=361 324 198 379 362 2008 278
internal_value=0 0.00546052 -0.00199238 0.001103 0.00630452 -0.00257111
internal_weight=0 0.00223902 0.00625302 0.00494085 0.00346724 0.00239632
internal_count=3910 559 3351 3027 2665 657
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=8
num_cat=0
split_feature=147 0 49 2 49 2 52
split_gain=4.07935e-05 5.50537e-05 5.11578e-05 6.83967e-05 6.02084e-05 4.63421e-05 2.85529e-05
threshold=1.0000000180025095e-35 -0.06402999999999999 1.0000000180025095e-35 0.081110000000000015 -0.006494999999999999 0.10113500000000002 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3
right_child=-2 5 -4 4 -6 -7 -8
leaf_value=-0.00041325347977353149 0.00036233995985632326 8.7766022644891306e-05 -0.00054206812047178211 -0.00018881784459423063 0.00039717197977988936 -0.00016188632093286386 0.00054376511622981915
leaf_weight=0.0014608783810716448 0.0010440496045390603 0.0010171587367540673 0.0011293973593198073 0.0013068358493197412 0.0013923504471455839 0.0011701062978640223 0.0010976537677837971
leaf_count=715 234 182 689 389 1156 402 143
internal_value=0 -4.81622e-05 -0.000171979 -7.15048e-05 0.00011346 0.00015121 0.000324444
internal_weight=0 0.00857438 0.00528946 0.00416006 0.00269919 0.00328492 0.00211481
internal_count=3910 3676 2949 2260 1545 727 325
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=7
num_cat=0
split_feature=11 4 1 2 3 47
split_gain=3.85485e-05 3.4268e-05 5.24282e-05 6.80614e-05 7.86214e-05 4.33782e-05
threshold=0.077330000000000024 -0.14963999999999997 0.088010000000000019 1.0000000180025095e-35 0.11265500000000002 0.092255000000000018
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=0.0002612837482045593 -0.00036053753225608471 -0.00031945249281182034 -0.00047104664395569674 0.00065646346231664659 -3.1280064278403975e-05 8.8381536749961622e-05
leaf_weight=0.0020056055827462182 0.0010524034261313675 0.001772149249897389 0.0010329692772456348 0.0012042466543156511 0.001361686043785395 0.001100767126790329
leaf_count=262 279 2084 568 318 208 191
internal_value=0 3.73434e-05 -3.20554e-05 7.63162e-05 0.000291493 -0.000182445
internal_weight=0 0.00847742 0.00647182 0.00469967 0.00256593 0.00213374
internal_count=3910 3631 3369 1285 526 759
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=6
num_cat=0
split_feature=2 0 0 3 1
split_gain=1.0254e-05 2.82529e-05 4.81061e-05 1.61794e-05 2.01896e-06
threshold=0.099015000000000006 -0.06402999999999999 -0.10575999999999998 0.11818000000000002 0.10871500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
right_child=3 4 -4 -5 -6
leaf_value=0.001106209722843 0.010123598692980983 0.0092183151043286789 -0.025267825063945953 -0.0033434435470599475 0.0029010240711906075
leaf_weight=0.0017449095635659008 0.0019690151143481661 0.0010117253163516372 0.0011456661633399636 0.0016311411640863951 0.0010118772115583171
leaf_count=342 902 170 2089 244 163
internal_value=0 -0.00300282 -0.00934702 0.00402202 0.00605943
internal_weight=0 0.00491418 0.00289058 0.00360016 0.0020236
internal_count=3910 2764 2431 1146 333
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=8
num_cat=0
split_feature=147 52 13 1 3 15 42
split_gain=2.96467e-05 3.32265e-05 4.47027e-05 6.17733e-05 5.1497e-05 5.75788e-05 2.32126e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.078669999999999976 -0.077354999999999993 0.078965000000000021
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=0.00040740484628252083 0.00031466008444050431 -0.00034803663483651444 -0.00029252089685746069 -0.00043779660421373428 -7.9507866527134507e-05 0.00054727980163001098 1.6267582207505844e-05
leaf_weight=0.0012897374567760749 0.0010105780934897462 0.00116549920150042 0.001149057913416191 0.00144923352559196 0.001190009184063132 0.0010702690828102899 0.0010650740483764717
leaf_count=188 234 639 1135 278 285 383 768
internal_value=0 -4.08571e-05 8.77537e-06 -9.86857e-05 4.54628e-05 0.000217284 0.000230495
internal_weight=0 0.00837888 0.00721338 0.00485857 0.00340934 0.00226028 0.00235481
internal_count=3910 3676 3037 2081 1803 668 956
is_linear=0
shrinkage=0.00196078


Tree=8328
num_leaves=8
num_cat=0
split_feature=147 376 52 43 3 15 4
split_gain=3.24836e-05 4.01589e-05 4.62796e-05 5.51992e-05 3.93161e-05 7.93956e-05 3.72433e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.072649999999999978 -0.080744999999999997 -0.074174999999999977 0.053925000000000008
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=0.00048235640492064706 0.00032188619156887233 0.00030986746621894953 2.6904108105199856e-05 -0.0001680278651474481 0.00017140282456636953 -0.00070392797640809958 -0.00034507785083357536
leaf_weight=0.001001116418477443 0.0010281122943234409 0.0010603245198146328 0.0019948847710963883 0.0010057326498482256 0.0010676778466971878 0.0012886154018092615 0.0010795250189473327
leaf_count=418 234 194 1368 395 278 692 331
internal_value=0 -4.71265e-05 -9.80209e-05 0.000156416 -0.000192045 -0.00031917 -8.82624e-05
internal_weight=0 0.00849788 0.00743755 0.00200685 0.0054307 0.00343582 0.0021472
internal_count=3910 3676 3482 813 2669 1301 609
is_linear=0
shrinkage=0.00196078


Tree=8329
num_leaves=6
num_cat=0
split_feature=16 1 47 13 15
split_gain=9.9577e-06 2.22524e-05 4.99518e-05 3.08613e-05 3.22027e-05
threshold=-0.52908499999999992 0.10752500000000002 0.084155000000000021 -0.032264999999999995 -0.038029999999999987
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093934203868818456 -0.01248231456806337 0.021314381205351795 -0.0060359486994813532 -0.0091743828449637882 0.012396484402946863
leaf_weight=0.0010039098864057152 0.0019689992110712368 0.0014272776365731907 0.0012548762141124394 0.0011542469876044831 0.0017284500394179256
leaf_count=179 1697 489 184 453 908
internal_value=0 0.00120877 0.00851822 -0.0028321 0.0037594
internal_weight=0 0.00753385 0.00268215 0.0048517 0.0028827
internal_count=3910 3731 673 3058 1361
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=7
num_cat=0
split_feature=376 52 16 3 4 43
split_gain=2.29469e-05 2.78851e-05 3.61801e-05 3.59225e-05 3.51602e-05 2.94392e-05
threshold=0.048375000000000008 0.10218500000000001 -0.08755499999999998 0.090325000000000003 0.25367000000000006 -0.068454999999999988
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=-0.00035531849100354157 0.00027751000667946695 -0.00029535415257983267 0.00022307227874997004 0.0004360821115547507 6.1263785477874108e-05 -0.00020172490338507437
leaf_weight=0.0014927599098867447 0.0010287310615212401 0.0013095075727856372 0.0012984039427590276 0.0011516794026845854 0.0016289852283956855 0.0012133659123019142
leaf_count=594 206 719 963 198 307 923
internal_value=0 -3.33894e-05 1.71684e-05 0.00014934 -0.000137938 1.78646e-05
internal_weight=0 0.0080947 0.00678519 0.00366345 0.00312175 0.00251177
internal_count=3910 3704 2985 2084 901 1886
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=7
num_cat=0
split_feature=11 13 1 1 0 3
split_gain=2.40573e-05 3.34613e-05 4.14235e-05 3.33106e-05 5.29933e-05 6.37842e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11215000000000001 -0.23029999999999998 -0.016619999999999996
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=-1.5891557635743538e-05 -0.00028748086626757564 0.00044132364002762788 0.00049010413181729872 -0.00025530592436050513 0.0002089307299336068 -0.00039931352679682989
leaf_weight=0.0013173558032499788 0.001005583450252946 0.0010169754950370802 0.0011784971077432194 0.0019702819868595033 0.0013713052299923528 0.0012830398443585838
leaf_count=926 279 121 647 312 1339 286
internal_value=0 3.39928e-05 0.000223031 -4.96378e-05 6.07378e-05 -8.50784e-05
internal_weight=0 0.00813746 0.00249585 0.0056416 0.00367132 0.00265435
internal_count=3910 3631 1573 2058 1746 1625
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=7
num_cat=0
split_feature=42 160 160 3 3 42
split_gain=9.58444e-06 2.61956e-05 2.19818e-05 2.77888e-05 6.2521e-05 6.59803e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 -0.13309499999999996 0.085330000000000003
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=-0.0084628339023611384 -0.0098843854317046051 -0.0062978024886784466 -0.0085101923911815973 -0.0036006650124638089 0.041340092378740256 0.0053563737417705957
leaf_weight=0.0011646702359653181 0.0016317165182569921 0.0011099705867002739 0.0010631225452931376 0.0015379833732510912 0.0010106765249018046 0.001027739416541639
leaf_count=1060 1040 212 332 252 256 758
internal_value=0 0.00129821 0.00447186 0.00741689 0.012799 0.0231976
internal_weight=0 0.00738121 0.00574949 0.00468637 0.00314839 0.00203842
internal_count=3910 2850 1810 1478 1226 1014
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=6
num_cat=0
split_feature=11 13 4 3 12
split_gain=2.07086e-05 2.582e-05 2.29252e-05 1.92501e-05 4.8207e-05
threshold=0.077330000000000024 -0.090744999999999978 0.097045000000000006 0.076695000000000013 0.085465000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00023720641860345765 -0.00026918244579895257 0.00036489983034745552 -0.0002049421939748382 -0.00012741030742454922 -0.00015852765432362981
leaf_weight=0.0017882557165555413 0.0010045754860250342 0.0016263378163987158 0.0019719525100666208 0.0015159749864384038 0.0011582724512480568
leaf_count=534 279 668 432 236 1761
internal_value=0 2.93682e-05 -2.9885e-05 5.03842e-05 0.000147178
internal_weight=0 0.00806079 0.00627254 0.00430059 0.00278461
internal_count=3910 3631 3097 2665 2429
is_linear=0
shrinkage=0.00196078


Tree=8334
num_leaves=8
num_cat=0
split_feature=147 52 13 151 48 12 15
split_gain=2.76235e-05 3.93273e-05 4.87321e-05 4.96211e-05 6.47847e-05 5.4498e-05 6.66208e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.17606499999999997 -0.044604999999999992 0.090225000000000014 0.095775000000000013 -0.017214999999999998
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=0.0004014358923954104 0.00030377716863621098 -0.00037491951840738254 -0.00043999730420209333 -0.0006004075255530624 0.00047351674572528377 0.00031099779035477683 5.2506300516102957e-06
leaf_weight=0.0010647925832204686 0.001008568750341104 0.0011589199312121582 0.001054487244916899 0.0010982161432015977 0.0010036391814695188 0.0010096144876995824 0.0019172775188283806
leaf_count=159 234 639 395 565 242 500 1176
internal_value=0 -3.98594e-05 1.44644e-05 -5.327e-05 2.78235e-05 -8.33077e-05 -0.000215325
internal_weight=0 0.00830695 0.00714803 0.00608323 0.00502875 0.00402511 0.00301549
internal_count=3910 3676 3037 2878 2483 2241 1741
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.00377e-05 2.48238e-05 3.72924e-05 2.57291e-05 2.68627e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010617165173098575 0.0069590740643241797 -0.017067286167707866 -0.0097515635053143177 0.018444882582210696 -0.0026486648011486364
leaf_weight=0.0013206692479057142 0.0016568958080160857 0.0016829875669694123 0.0014580400351689752 0.0011176772998197943 0.001312974049701505
leaf_count=562 441 525 1102 753 527
internal_value=0 -0.00170952 -0.00463135 0.0007508 0.0070507
internal_weight=0 0.00689235 0.00557168 0.00388869 0.00243065
internal_count=3910 3469 2907 2382 1280
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=9.68169e-06 2.30194e-05 3.16016e-05 8.49554e-05 3.32507e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0080970845448083435 0.0081622994356088403 0.010643500043145692 0.0031423975736351293 -0.032234217708997003 0.012265285647311087
leaf_weight=0.0015100266007321613 0.0012349299509528339 0.0013016734972607679 0.0016032872439661772 0.0011772835646234807 0.0017101913929681652
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00141146 -0.00402638 -0.0118359 0.00271695
internal_weight=0 0.00730246 0.00600079 0.00278057 0.00322022
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 4
split_gain=1.9924e-05 3.53558e-05 3.33872e-05 3.52717e-05 5.56812e-05 2.81128e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 -0.076854999999999993
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=0.00026839968582028473 -0.00026236959931614048 -0.00036322551879904128 0.00032703940600209143 0.00033911436940320736 -0.00036266746343984033 -6.3027928074142349e-05
leaf_weight=0.0018362778659591177 0.0010173004499770743 0.0010320155988820801 0.0011457622189641062 0.0011528289282845899 0.0015120005716699756 0.0015903625831607136
leaf_count=534 279 261 475 858 214 1289
internal_value=0 2.8426e-05 -4.0074e-05 2.16739e-05 -6.05495e-05 0.000105973
internal_weight=0 0.00826925 0.00643297 0.00540095 0.00425519 0.00274319
internal_count=3910 3631 3097 2836 2361 2147
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=8
num_cat=0
split_feature=16 157 160 151 1 0 1
split_gain=3.09165e-05 2.45623e-05 5.94276e-05 2.84973e-05 4.81081e-05 7.48595e-05 3.9392e-05
threshold=0.3935300000000001 -0.062769999999999979 -1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007 -0.070894999999999986 0.11593500000000001
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=0.00031733825671979306 -0.00032806079686892087 -0.00044681109607993657 -0.00016630286304680222 -0.00043171098907062274 0.00059050951236267661 0.00024491063065237113 7.284543423411939e-05
leaf_weight=0.0010320958514853937 0.0010162008048647036 0.0010128791635312991 0.0015572947877042064 0.0011004752594455953 0.0012001371595323869 0.0014662972424458525 0.0010681789696073861
leaf_count=508 380 782 369 1219 201 226 225
internal_value=0 3.39566e-05 -5.53922e-06 6.43807e-05 0.00013868 -4.51834e-05 0.000346735
internal_weight=0 0.00843736 0.00740526 0.00639238 0.00483509 0.00256677 0.00226832
internal_count=3910 3530 3022 2240 1871 1445 426
is_linear=0
shrinkage=0.00196078


Tree=8339
num_leaves=8
num_cat=0
split_feature=159 15 16 48 52 0 4
split_gain=3.2615e-05 2.64154e-05 4.30833e-05 4.76817e-05 6.25857e-05 4.3164e-05 4.43719e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.094124999999999986 -0.032484999999999993 -0.0025899999999999994
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=-0.00033980251047278296 0.00029062195517021139 -0.00037228634644477027 -0.00040993556684153844 0.00043482783759760623 0.00052700650922774743 -0.00018973685192581285 -5.4822406215254083e-07
leaf_weight=0.0010002779119842172 0.0013094816467688003 0.0010841315320647103 0.001235996981446321 0.0010372258547426952 0.001174573662653174 0.0013035280539730404 0.0012819646864297594
leaf_count=633 408 274 601 318 1299 105 272
internal_value=0 3.4683e-05 -1.24053e-05 5.22623e-05 -2.71616e-05 9.86626e-05 0.000251698
internal_weight=0 0.0084269 0.00711742 0.00603329 0.00499606 0.00376007 0.00245654
internal_count=3910 3277 2869 2595 2277 1676 1571
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=7
num_cat=0
split_feature=11 2 0 43 13 3
split_gain=1.07361e-05 2.61752e-05 3.87929e-05 3.7091e-05 3.31677e-05 2.86544e-05
threshold=1.0000000180025095e-35 0.097940000000000013 -0.053834999999999994 -0.073139999999999983 -0.089899999999999994 0.11265500000000002
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=0.015421049155622622 -0.0097734262350707667 0.022582339623751509 -0.018448672929204855 -0.0072812412441455553 0.011947479304351347 -0.010475894157713786
leaf_weight=0.001250961926506854 0.0010001649924854606 0.0010506442061221331 0.0012874110924907308 0.0016944745643643804 0.001179218746347856 0.0011028871015796859
leaf_count=992 304 221 238 1340 692 123
internal_value=0 0.00125082 -0.00396843 0.00236069 0.00787967 0.0011108
internal_weight=0 0.0075656 0.00423285 0.00294544 0.00333275 0.00228211
internal_count=3910 3606 2570 2332 1036 815
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=6
num_cat=0
split_feature=4 42 43 151 1
split_gain=1.07196e-05 2.17528e-05 3.35956e-05 4.22757e-05 3.66429e-05
threshold=0.27608500000000008 0.086700000000000013 0.0050750000000000005 -0.0074049999999999993 0.081540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013363665743695846 0.0071841601281510403 -0.012632972312481443 0.016164713842711963 0.0052203913667519678 -0.017293257633837277
leaf_weight=0.0011549529400753963 0.0016589365877879448 0.0014542880362894712 0.0011679116958007909 0.0011414873546054492 0.0019715983479474107
leaf_count=402 441 1261 309 883 614
internal_value=0 -0.00176989 0.00113633 -0.00297606 -0.00903809
internal_weight=0 0.00689024 0.00543595 0.00426804 0.00311309
internal_count=3910 3469 2208 1899 1497
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=7
num_cat=0
split_feature=4 15 16 2 2 52
split_gain=3.87608e-05 5.23337e-05 3.82089e-05 5.10579e-05 4.94764e-05 4.29804e-05
threshold=0.24280000000000004 -0.14487999999999998 -0.08755499999999998 0.106285 0.088055000000000008 -0.085254999999999984
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=-0.00031348626516820394 0.0004528724595150046 -0.00011008191365518362 -0.00020250624508630398 0.00035458874439824468 -0.00037517751499556407 0.00034298830030364411
leaf_weight=0.0019031806804947586 0.0014408392888976271 0.0011350077576914189 0.001057101939706193 0.0012586007157645027 0.0015159078999258447 0.0011699225718759827
leaf_count=792 348 201 303 467 817 982
internal_value=0 0.000204815 -7.703e-05 1.29463e-05 -0.000101935 8.40584e-05
internal_weight=0 0.00257585 0.00690471 0.00500153 0.00374293 0.00222702
internal_count=3910 549 3361 2569 2102 1285
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=7
num_cat=0
split_feature=151 4 0 42 42 3
split_gain=1.06923e-05 3.16999e-05 3.22332e-05 2.51778e-05 3.65938e-05 2.3547e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 0.086700000000000013 0.013395000000000002
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=-0.0092884453828836807 -0.017766314348055683 0.015566270793095586 -0.012610897815060102 0.019846893522995263 -0.008722601920796217 0.0014842693290996602
leaf_weight=0.001088492891906781 0.001034383400470718 0.00129173315026528 0.0010053165897477003 0.0015311602664742937 0.0013171328045083639 0.0012839082997611038
leaf_count=423 151 375 954 607 1175 225
internal_value=0 0.0013208 -0.00166067 0.00158202 0.005035 0.011472
internal_weight=0 0.00746363 0.0061719 0.00513752 0.0041322 0.00281507
internal_count=3910 3487 3112 2961 2007 832
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.20428e-05 4.53044e-05 4.12495e-05 4.63359e-05 5.56256e-05 4.47855e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.0004375534348106433 0.00027063859574363912 -0.00042490812416448457 -0.00025620996006758796 -5.3934144950425451e-05 -0.00027717046714316348 0.0004608881263670143
leaf_weight=0.001222179909463687 0.0010208487769174509 0.0010042203943781804 0.0016073624282124839 0.0014151120569771171 0.0016518432369980467 0.0012010244440059594
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -3.51013e-05 2.0052e-05 0.000100934 4.53912e-06 0.000182412
internal_weight=0 0.00810174 0.00709752 0.00549016 0.00426798 0.00261614
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=7
num_cat=0
split_feature=159 1 16 1 1 2
split_gain=3.95198e-05 3.76948e-05 3.74975e-05 4.87874e-05 2.71144e-05 4.60593e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.08755499999999998 0.090905000000000014 0.095575000000000007 0.096540000000000015
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=-0.00036331307947540318 6.7241938812730574e-05 0.00028038723052413846 -0.00024782841595631183 -0.00046404990604579255 0.00034928376776085477 0.00025502128051068052
leaf_weight=0.0010278150662929404 0.0012847767557753837 0.0019859854463163181 0.0014790141342742626 0.0013764183902075979 0.0011358475749533104 0.0013301783971782655
leaf_count=633 632 491 1256 209 326 363
internal_value=0 4.35189e-05 -2.76891e-05 -0.000207552 9.36404e-05 -9.72448e-06
internal_weight=0 0.00859222 0.00660624 0.0026612 0.00394504 0.00280919
internal_count=3910 3277 2786 841 1945 1619
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=7
num_cat=0
split_feature=1 16 3 3 15 0
split_gain=1.15472e-05 2.86514e-05 2.15178e-05 3.15828e-05 3.03664e-05 3.54325e-05
threshold=0.076710000000000014 0.0015250000000000001 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997
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=-0.018696468408240536 -0.0099057668396822542 0.003151107063306801 0.018904168890739897 -0.0043394451641792526 -0.010452249063886128 0.021229510653395713
leaf_weight=0.001014546263388772 0.0011639790859022756 0.0014699792677970633 0.0012551268320835818 0.0011160874001409082 0.001493180898355912 0.0010535928755690148
leaf_count=1524 324 484 818 125 319 316
internal_value=0 -0.00577026 0.00232063 0.00521435 0.000523351 0.00807679
internal_weight=0 0.00248453 0.00608197 0.00491799 0.00366286 0.00216968
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.51049e-05 3.53012e-05 4.3935e-05 5.58822e-05 5.10082e-05 5.29404e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.00037349297350415002 0.00019920728806156445 -0.00046565687082583988 -0.0003592773717675277 -0.00018472622458101361 -0.0003680396912367135 0.00037257114812661528
leaf_weight=0.0012385111102462959 0.0010304705197545999 0.0010262205555323159 0.0016353455943292723 0.0014321266152660646 0.0016638520668185251 0.0012082541810619688
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -0.000125494 -7.68619e-05 6.46267e-06 -9.91476e-05 7.02964e-05
internal_weight=0 0.00820431 0.00717809 0.00554274 0.00430423 0.00264038
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=1.93565e-05 3.47431e-05 4.17716e-05 3.76061e-05 2.77777e-05 5.36617e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 -0.032264999999999995
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=-0.00051329386606406048 0.0002550239174028702 0.00027890716553854029 0.00018363964002276139 -0.00046093129986367202 0.00018449244378611202 3.3198436189919927e-05
leaf_weight=0.0011263436368358828 0.001007766616148033 0.0011764756727668958 0.0016881631435460608 0.0012955574813164131 0.0011262520705200832 0.0017864918323669821
leaf_count=1326 206 276 399 392 387 924
internal_value=0 -3.29387e-05 -8.51797e-05 -0.000170248 -7.70104e-05 -0.000178121
internal_weight=0 0.00819928 0.00702281 0.00533465 0.00403909 0.00291284
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=6
num_cat=0
split_feature=1 0 16 4 16
split_gain=1.00693e-05 2.0883e-05 3.1838e-05 4.25033e-05 3.5218e-05
threshold=0.12730000000000002 -0.23029999999999998 -0.25582999999999995 -0.0021099999999999995 -0.00083999999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010783685574251408 0.0078902207388511399 0.0082084703943174249 -0.016124359034799671 -0.022832767001760144 0.0061205741111193838
leaf_weight=0.0011506953654567848 0.0013314859746160019 0.0015999923948137526 0.0011010537672974763 0.001379204745968646 0.0020126954102096927
leaf_count=139 345 330 1671 669 756
internal_value=0 -0.00157155 -0.00390493 -0.00821865 -0.00174546
internal_weight=0 0.00724364 0.00609295 0.00449295 0.00311375
internal_count=3910 3565 3426 3096 2427
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=8
num_cat=0
split_feature=50 484 1 1 457 3 12
split_gain=5.80718e-05 4.38945e-05 5.21905e-05 6.17831e-05 6.02934e-05 4.15306e-05 4.93421e-05
threshold=1.0000000180025095e-35 0.084225000000000008 0.12485500000000001 0.11215000000000001 0.082870000000000013 0.090325000000000003 0.084100000000000022
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=0.00022769084995387091 -0.00045457973773429633 0.00041421735423320753 0.00034939246363153775 -0.00048884590789083414 0.00040910042495496474 -0.00042622692588227599 -0.000256653430386702
leaf_weight=0.0018216733120454704 0.0010246009032674466 0.0010532290311559703 0.0012906125100939558 0.0011781294807747238 0.0011326211858974826 0.0011095946875549281 0.0014542099314207978
leaf_count=365 779 415 257 195 205 104 1590
internal_value=0 3.79687e-05 -1.16475e-05 -8.12333e-05 5.79313e-06 -9.83676e-05 1.26837e-05
internal_weight=0 0.00904007 0.00798684 0.00669623 0.0055181 0.00438548 0.00327588
internal_count=3910 3131 2716 2459 2264 2059 1955
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=7
num_cat=0
split_feature=123 4 51 13 3 15
split_gain=1.80155e-05 3.29002e-05 4.34769e-05 4.12717e-05 2.64361e-05 5.28927e-05
threshold=1.0000000180025095e-35 -0.034289999999999994 -0.056469999999999992 -0.083924999999999986 0.096385000000000012 -0.10071499999999999
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=8.6507638594308364e-05 0.00024538238021791433 0.00041003165635419012 0.00013529601041609916 -0.00040207530798226269 0.00017718898281534834 -0.00040533998132681701
leaf_weight=0.0011069934561952835 0.0010011419298616127 0.001069295449781728 0.0013418745602761925 0.0016637321728304637 0.0015092679033481752 0.001444881148770213
leaf_count=384 334 447 342 1382 239 782
internal_value=0 -3.33613e-05 5.62414e-05 -0.000206871 -3.18183e-05 -0.000145014
internal_weight=0 0.00813604 0.00536532 0.00277073 0.00429602 0.00278676
internal_count=3910 3576 1810 1766 1363 1124
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=6
num_cat=0
split_feature=16 1 3 13 15
split_gain=1.08066e-05 2.49636e-05 4.19881e-05 3.33766e-05 2.77517e-05
threshold=-0.52908499999999992 0.10752500000000002 0.11265500000000002 -0.032264999999999995 -0.038029999999999987
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0098015500628255061 -0.013054808794300555 0.020102416793391881 -0.0049919021748994971 -0.0081570652883477777 0.011797561002493198
leaf_weight=0.0010133976326431923 0.0019867152538656755 0.0014952990145301183 0.0012033599393437146 0.0011658424210719681 0.0017328857084555891
leaf_count=179 1697 458 215 453 908
internal_value=0 0.00119327 0.0089126 -0.0030708 0.00377199
internal_weight=0 0.0075841 0.00269866 0.00488544 0.00289873
internal_count=3910 3731 673 3058 1361
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=7
num_cat=0
split_feature=11 48 2 0 1 16
split_gain=1.90939e-05 3.52479e-05 4.93313e-05 6.38521e-05 6.46104e-05 3.14002e-05
threshold=0.077330000000000024 0.088875000000000023 0.11260500000000001 0.012625000000000003 0.10884000000000001 -0.057604999999999996
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=-7.3164249982310859e-05 -0.00026035532329032364 0.00026040193472739195 0.00032845892584651122 -0.00048720242740441004 -0.00037186605833351423 0.0003552082366933795
leaf_weight=0.0011458263521228267 0.0010245988135035656 0.0018680056253113347 0.0011182546080773723 0.0013811962320316616 0.0012157152716002523 0.0015448928733670447
leaf_count=1315 279 523 432 166 229 966
internal_value=0 2.34053e-05 -4.57048e-05 -0.000124835 3.28737e-06 0.000172788
internal_weight=0 0.00827389 0.00640589 0.00528763 0.00390643 0.00269072
internal_count=3910 3631 3108 2676 2510 2281
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=7
num_cat=0
split_feature=42 160 49 49 16 1
split_gain=1.02881e-05 2.68665e-05 5.38909e-05 2.79547e-05 4.11137e-05 3.09882e-05
threshold=0.093125000000000013 0.084835000000000008 -0.0019649999999999997 1.0000000180025095e-35 -0.077034999999999978 0.083930000000000018
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=-0.018478076916395747 -0.0090453014621398892 0.01446032098057207 0.023588820342448108 -0.010725316501198841 0.011688151657258349 -0.010226546244713274
leaf_weight=0.0014336752383159301 0.0011178957834607085 0.0012751114423396022 0.0011335260246742251 0.0010559452356270417 0.001291751143145726 0.0012892329716283745
leaf_count=519 787 437 829 586 330 422
internal_value=0 0.00123996 -0.00147717 0.00363214 0.00771362 0.000741493
internal_weight=0 0.00747924 0.00620413 0.00477046 0.00371451 0.00258098
internal_count=3910 3123 2686 2167 1581 752
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=6
num_cat=0
split_feature=1 4 47 13 0
split_gain=1.19257e-05 2.27327e-05 1.97111e-05 2.66957e-05 4.23325e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 -0.00059999999999999995 -0.23029999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0020520349722951913 0.018073522415380395 -0.017369179168059756 -0.0060183710976233276 0.01692574737212112 -0.0084290705899124733
leaf_weight=0.0014689732261587622 0.0012985762462790961 0.0010220107084080077 0.0019413985347116035 0.0010336303903074606 0.0018143949024540607
leaf_count=422 903 1586 382 108 509
internal_value=0 -0.00591618 0.00229749 0.00619089 0.000772923
internal_weight=0 0.00249098 0.006088 0.0041466 0.00284803
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=6
num_cat=0
split_feature=4 16 43 0 12
split_gain=1.02532e-05 3.20596e-05 3.45815e-05 2.11933e-05 4.32107e-05
threshold=0.0057500000000000008 0.20277000000000003 -0.00084499999999999994 -0.15291499999999997 0.098355000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.021422066423576611 0.01302651813544522 0.010829301219962723 -3.0075849475859466e-05 -0.011260389014673024 0.014354025948845869
leaf_weight=0.001279194837847586 0.0014862177150217911 0.0011362913329903885 0.0018465217030083289 0.0017702389543069327 0.0010487953792013606
leaf_count=1704 204 376 713 674 239
internal_value=0 -0.00355543 -0.00878472 0.00336359 -0.00173079
internal_weight=0 0.00426201 0.00312572 0.00430525 0.00281903
internal_count=3910 2793 2417 1117 913
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=8
num_cat=0
split_feature=147 376 52 0 1 12 3
split_gain=5.0657e-05 5.80058e-05 5.68818e-05 5.34398e-05 5.77499e-05 5.19208e-05 1.58902e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 -0.14733499999999997 0.095575000000000007 0.090385000000000007 0.092005000000000017
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=-0.00012735091941751484 0.00040023914434244971 0.00038105472408247397 -0.00050083362191373092 -0.00038182750209551165 0.00034727952931572133 0.00021036658581891703 -0.00046478942002556024
leaf_weight=0.0010940630871521927 0.0010399500265875139 0.0010187849091562451 0.0012424765772658039 0.0012800991835048034 0.0018405801055802599 0.0010249782726868023 0.0010528731630485288
leaf_count=149 234 194 711 1290 563 680 89
internal_value=0 -5.80692e-05 -0.000117441 -4.17402e-05 8.82948e-05 -0.000118502 -0.000292833
internal_weight=0 0.00855386 0.00753507 0.00629259 0.00414566 0.00230508 0.00214694
internal_count=3910 3676 3482 2771 2533 1970 238
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=7
num_cat=0
split_feature=11 16 2 2 52 4
split_gain=1.10106e-05 2.58605e-05 2.54607e-05 2.55557e-05 3.40632e-05 4.13289e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.114165 0.10113500000000002 -0.088354999999999989 -0.0010999999999999996
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=-0.012111366672963128 -0.0099283158469534137 -0.0092083734858944034 0.01831730318708839 -0.012447529126447407 0.021063535638913684 -0.0026754653754591257
leaf_weight=0.0012194450780118439 0.0010019468978703736 0.0012577688976066065 0.0010135899213795964 0.0011135841243825849 0.0016372971239973296 0.0013283941214758924
leaf_count=371 304 498 422 301 1593 421
internal_value=0 0.00122679 0.00378798 0.00102863 0.00458183 0.0104303
internal_weight=0 0.00757008 0.00635063 0.00533704 0.00422346 0.00296569
internal_count=3910 3606 3235 2813 2512 2014
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=8
num_cat=0
split_feature=147 52 13 52 43 2 2
split_gain=3.14072e-05 3.39525e-05 4.60203e-05 5.18108e-05 4.79287e-05 8.25317e-05 2.10041e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=4.3540206164105502e-05 0.00032179613249026112 -0.00034583928971226613 0.00023228460226431381 -0.00051747762774913427 0.00029945654614363637 -0.000454743721807973 0.00041100228327156679
leaf_weight=0.00116792264081179 0.0010247165999901523 0.0012094430540890164 0.0013177033985397515 0.0013303318354506745 0.0012114940352161985 0.0010338997950790334 0.0012256737584890025
leaf_count=748 234 639 567 1013 337 164 208
internal_value=0 -4.15903e-05 8.90651e-06 -0.000100074 -0.000222552 -4.78177e-05 0.000231704
internal_weight=0 0.00849647 0.00728703 0.00489343 0.00357573 0.00224539 0.0023936
internal_count=3910 3676 3037 2081 1514 501 956
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=6
num_cat=0
split_feature=4 16 4 2 3
split_gain=1.16493e-05 2.94721e-05 3.22e-05 1.84752e-05 6.19409e-05
threshold=0.0057500000000000008 -0.0099649999999999982 -0.16401499999999997 0.113945 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.013843244149408448 -0.0064460833005311391 -0.0076173233900482841 0.014972450723907666 -0.0065436634076424145 0.02207821853785465
leaf_weight=0.0017287053454046477 0.0015223523522710067 0.0013304932845600958 0.0012002260424916616 0.0012689947532318283 0.0015227898289614458
leaf_count=1659 507 294 840 411 199
internal_value=0 -0.00377876 0.00309617 0.00359363 0.00781812
internal_weight=0 0.00425942 0.00253072 0.00431414 0.00304514
internal_count=3910 2793 1134 1117 706
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=6
num_cat=0
split_feature=4 151 16 12 1
split_gain=1.0261e-05 2.34753e-05 3.88014e-05 2.86087e-05 9.48911e-05
threshold=0.27608500000000008 -0.075719999999999996 -0.094359999999999986 1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011820058199223488 0.0069897543503937218 -0.016359163670298379 -0.010268122276460137 -0.0080710551506544149 0.031482858502659354
leaf_weight=0.0010743634642644117 0.0016628329974764447 0.0018229976853662965 0.001184200378009 0.0018070486383898153 0.0010075140027253182
leaf_count=495 441 565 219 1989 201
internal_value=0 -0.00176165 -0.00426806 0.00124416 0.00892448
internal_weight=0 0.00689612 0.00582176 0.00399876 0.00219171
internal_count=3910 3469 2974 2409 420
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=7
num_cat=0
split_feature=51 484 49 3 52 43
split_gain=9.66301e-06 2.2986e-05 2.67952e-05 4.55548e-05 2.53499e-05 2.73469e-05
threshold=0.08955500000000001 0.064395000000000022 -0.029304999999999998 -0.11171999999999999 0.084890000000000007 -0.019509999999999996
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=0.010025899072256652 -0.0081727169905942646 0.015399167862855868 -0.022429618639757419 0.018364471121892541 -0.012471306285935735 -0.0028072529559141301
leaf_weight=0.0016532727534137644 0.0012512490868039133 0.0010028476907351473 0.0011137840211960688 0.0010629760845090848 0.0010242415132678375 0.0014319615664083124
leaf_count=371 487 470 291 806 790 695
internal_value=0 0.00133958 -0.000903358 -0.00480346 0.000775035 0.00621303
internal_weight=0 0.00728908 0.00628624 0.00463296 0.00351918 0.00249494
internal_count=3910 3423 2953 2582 2291 1501
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=7
num_cat=0
split_feature=151 4 0 42 43 16
split_gain=9.80931e-06 3.13465e-05 3.56358e-05 1.73529e-05 2.22443e-05 4.59475e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.086700000000000013 0.0050750000000000005 0.032820000000000009
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=-0.0089340416058006737 -0.01873870978929713 0.015427946358123862 0.01140518076541145 -0.0082383040247385412 0.017019674438313283 -0.014960120989193311
leaf_weight=0.0010844879716526319 0.0010257625004541741 0.0012886317118286725 0.0015556801185820715 0.001312417148405705 0.0011090427817418425 0.0011493306099174304
leaf_count=423 151 375 1117 1175 282 387
internal_value=0 0.00124604 -0.00172447 0.00167994 0.00509281 0.000202841
internal_weight=0 0.00744086 0.00615223 0.00512647 0.00381405 0.00270501
internal_count=3910 3487 3112 2961 1786 1504
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=2.088e-05 3.48492e-05 4.41684e-05 6.64708e-05 4.9401e-05 5.59776e-05 0.00011298
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.11230000000000001
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=0.00034363497780109221 0.00025836139819250124 -0.00037604505933901957 -0.00038945644174327016 -0.00049892597660326386 0.00038122754815696691 0.00049709209222253698 -0.00037679559997451053
leaf_weight=0.001267992579963205 0.0010394575118098078 0.0010188257282929209 0.0013678701999052297 0.0010825679341320412 0.0012126545934072388 0.0012880174017506811 0.0010186056642597857
leaf_count=320 206 401 913 337 1374 206 153
internal_value=0 -3.65154e-05 1.1279e-05 -5.93148e-05 3.80649e-05 -7.51855e-05 0.000111183
internal_weight=0 0.00825653 0.00723771 0.00596972 0.00488715 0.00367449 0.00230662
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=8
num_cat=0
split_feature=147 11 0 48 42 4 52
split_gain=4.18002e-05 4.10906e-05 5.63065e-05 8.98072e-05 7.28584e-05 3.18608e-05 1.76865e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 0.074650000000000008 0.0074400000000000013
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=-0.00033977152035391371 0.00036594809271413433 -0.00042106098552466915 0.00040767074038129024 0.00059816531789110103 -0.00039162429026135209 -0.00016274437855619229 7.3829879155337452e-05
leaf_weight=0.0015073238908965151 0.0010378904229883601 0.0010152430683534365 0.0012866373591375845 0.0010732400300288835 0.0014807966617637973 0.0010227188225674835 0.0011603934569021381
leaf_count=151 234 284 595 491 1389 260 506
internal_value=0 -5.07598e-05 -8.40823e-07 8.39693e-05 -2.75044e-05 0.000127892 0.000249362
internal_weight=0 0.00854635 0.00753111 0.00602379 0.00495055 0.00346975 0.00244703
internal_count=3910 3676 3392 3241 2750 1361 1101
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=7
num_cat=0
split_feature=147 52 151 4 15 3
split_gain=3.18466e-05 2.66732e-05 4.03724e-05 3.40112e-05 6.93159e-05 6.34256e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.0088999999999999982 0.25367000000000006 -0.017214999999999998 -0.069909999999999986
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=-0.00030470550538531281 0.00032404086470358759 -0.00031876420117628128 -0.00033557713669690601 0.00036680185245027398 -0.00011921057757224408 0.00044768659507256336
leaf_weight=0.0013534391975582784 0.0010109825345656484 0.0011714720728269257 0.0015958674057636071 0.0011908198961733587 0.0014916029029879855 0.0015444331243741707
leaf_count=450 234 639 775 308 1259 245
internal_value=0 -4.44387e-05 3.43515e-07 7.12494e-05 -4.73444e-06 0.00016917
internal_weight=0 0.00834763 0.00717616 0.00582272 0.0046319 0.00303604
internal_count=3910 3676 3037 2587 2279 1504
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=8.55445e-06 2.13172e-05 4.60948e-05 2.8819e-05 3.58704e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0078923521198067999 -0.0084582193661393492 0.018192296407599399 -0.014933553169663103 -0.0075606473606011169 0.015342757578310801
leaf_weight=0.0019389484069464837 0.0010609594522816932 0.0016680225394184226 0.0011537494155846651 0.0013651509302860655 0.0013701044790271374
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00113561 0.00428563 -0.00167905 0.00391179
internal_weight=0 0.00749598 0.00555703 0.003889 0.00273526
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=7
num_cat=0
split_feature=2 13 2 13 2 0
split_gain=1.04303e-05 2.58043e-05 3.61002e-05 1.78224e-05 2.1416e-05 1.14026e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.11290500000000002 -0.087614999999999985
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=0.0095314030729935911 0.013821128465786184 0.0099530778408351388 -0.017706653772652691 0.009523917473189333 -0.0095416591680782606 -0.00542609009592924
leaf_weight=0.0010047968722857634 0.0012281731644863026 0.0011672274132656663 0.0017262365785274372 0.0010665359827400937 0.0013163150154280249 0.0010342901797067499
leaf_count=325 254 219 1455 428 464 765
internal_value=0 -0.00303766 -0.00706471 0.00403556 -0.00100813 0.00194448
internal_weight=0 0.00493255 0.00376532 0.00361102 0.00238285 0.00203909
internal_count=3910 2764 2545 1146 892 1090
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=7
num_cat=0
split_feature=11 13 1 1 150 2
split_gain=2.28897e-05 2.88295e-05 4.51143e-05 4.04178e-05 4.36597e-05 2.9611e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11215000000000001 0.082085000000000019 0.088055000000000008
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=-4.3484516937574498e-05 -0.00028249536392203873 0.00018352281448577286 0.00048150450734358419 -0.00027373239114580861 0.00041026063576700568 -0.00023606069938408844
leaf_weight=0.0013389490946311314 0.0010201179840445161 0.0011083184407115166 0.0011874290542974318 0.0019911437995329805 0.0010539040994826422 0.001552461380512385
leaf_count=926 279 736 647 312 169 841
internal_value=0 2.88854e-05 0.000203267 -4.83258e-05 7.24966e-05 -6.12878e-05
internal_weight=0 0.00823221 0.00252638 0.00570583 0.00371468 0.00266078
internal_count=3910 3631 1573 2058 1746 1577
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=7
num_cat=0
split_feature=49 15 3 52 15 3
split_gain=1.08339e-05 2.47145e-05 2.08806e-05 6.26363e-05 2.04635e-05 5.3807e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.075954999999999981 0.0033900000000000002 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.01540079558820825 -0.023743883880560826 -0.0057014808061248701 0.012064656057772927 0.0091824345604458717 0.010535640795601167 -0.018960695337897692
leaf_weight=0.0012353938606548044 0.0013464279807638767 0.0010077189861605611 0.001079171722281901 0.001011993660297712 0.001704495173579566 0.0011596917472060334
leaf_count=249 1246 310 536 926 434 209
internal_value=0 0.00592059 -0.00217203 -0.00961527 0.00227959 -0.00400593
internal_weight=0 0.00224311 0.00630178 0.00235842 0.00394336 0.00223886
internal_count=3910 559 3351 2172 1179 745
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=1.10949e-05 3.43156e-05 2.85855e-05 2.89492e-05 3.81801e-05 1.75552e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 -0.13506999999999997
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=0.015082952581842718 -0.0013273706909401667 -0.018207742760062734 0.014722183867589734 -0.015098962093708904 -0.01024444603730159 0.015679960910888822
leaf_weight=0.0012925080995709762 0.0015074967152420428 0.0011156085055752073 0.0011883921341718168 0.0013033705183811452 0.0011032106521555102 0.0010159412471092261
leaf_count=297 208 663 231 434 1518 559
internal_value=0 -0.00238268 0.00122952 -0.00310522 0.00341987 0.00551982
internal_weight=0 0.00600309 0.00488748 0.00369909 0.00239572 0.00252344
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=7
num_cat=0
split_feature=49 43 48 0 2 4
split_gain=9.34197e-06 2.63658e-05 3.26179e-05 3.61414e-05 3.04849e-05 3.00462e-05
threshold=0.093425000000000022 -0.049504999999999987 0.086125000000000021 0.0059850000000000016 0.086650000000000019 0.05309500000000001
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=-0.0036342381791503692 0.008828561564910244 -0.0058766788775923241 -0.021536899445145495 -0.015797964187564125 0.017199372927804185 0.016324444300287674
leaf_weight=0.0014634390334426139 0.0010423929417545802 0.0011866451855102225 0.0010365175159351581 0.0011783920316819985 0.001350506118300499 0.0012535596511356261
leaf_count=728 541 1091 245 212 812 281
internal_value=0 -0.00127728 -0.00589662 -0.00141659 0.00636451 0.00552828
internal_weight=0 0.00746906 0.00465511 0.0036186 0.00281395 0.0024402
internal_count=3910 3369 1829 1584 1540 1372
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=6
num_cat=0
split_feature=42 160 15 52 49
split_gain=1.02062e-05 2.67964e-05 2.00164e-05 4.13944e-05 6.25771e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14487999999999998 0.071660000000000015 -0.045004999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008758572828292158 -0.0099620819440050003 0.017361173878502455 0.010164370685443805 0.015445218444696538 -0.01791164780587445
leaf_weight=0.0011584915248339595 0.00163105200839022 0.0010077103677020973 0.0015054264363187917 0.0015135625477892996 0.0016795356298597896
leaf_count=1060 1040 252 298 398 862
internal_value=0 0.00134139 0.00457233 0.00182946 -0.00464104
internal_weight=0 0.00733729 0.00570623 0.00469852 0.00318496
internal_count=3910 2850 1810 1558 1160
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=8
num_cat=0
split_feature=11 2 52 3 4 4 52
split_gain=2.26241e-05 3.08974e-05 3.14536e-05 2.91491e-05 8.28446e-05 7.20643e-05 1.98248e-05
threshold=0.077330000000000024 0.097940000000000013 -0.025069999999999999 -0.016619999999999996 0.0051950000000000008 -0.026614999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.00046302174250571195 -0.00028433693054455205 0.00045707735174618899 -0.00014380232154965323 -0.00059920814295387264 0.00015020091051057971 -0.00023848934786923113 0.00020347882090087179
leaf_weight=0.00101912784321426 0.0010183413728833387 0.0010020618154362245 0.0011493847421293903 0.0011780991617229377 0.0010935836037515253 0.0012579262272443569 0.0014039297279512695
leaf_count=1287 279 425 229 220 189 893 388
internal_value=0 2.57416e-05 0.000162685 -8.12958e-05 -0.000238444 7.54819e-05 4.71488e-05
internal_weight=0 0.00810411 0.00355538 0.00454874 0.00227168 0.00227705 0.00255331
internal_count=3910 3631 1042 2589 409 2180 617
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=7
num_cat=0
split_feature=4 48 42 43 3 0
split_gain=2.65399e-05 3.56707e-05 4.8826e-05 4.46823e-05 2.83342e-05 3.14258e-05
threshold=0.28937500000000005 0.091555000000000011 0.084100000000000022 0.0050750000000000005 -0.015794999999999997 -0.14012999999999998
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=0.00014179646314533889 0.00021772782917266377 0.00022184540502707162 -0.00040370737211992846 0.00033265033106766258 -2.1329191757473814e-06 -0.00047408991426300641
leaf_weight=0.0010379490090694694 0.0017541114516656476 0.0014833504454008503 0.0016595368159985488 0.0011024649709821081 0.0010250034144852877 0.001152127793318288
leaf_count=998 426 423 1424 271 147 221
internal_value=0 -5.03159e-05 -0.000117859 -7.98731e-06 -0.000124793 -0.00025189
internal_weight=0 0.00746043 0.00597708 0.00431755 0.00321508 0.00217713
internal_count=3910 3484 3061 1637 1366 368
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=7
num_cat=0
split_feature=1 150 484 12 0 2
split_gain=1.82283e-05 2.22693e-05 3.74712e-05 2.79643e-05 5.54219e-05 6.92842e-05
threshold=0.12730000000000002 0.08486500000000001 0.073820000000000011 0.098845000000000016 -0.06402999999999999 0.099015000000000006
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=-0.0005089036148892296 0.00020008274352405046 0.0001649239187057627 0.00024441453030197592 -0.00045591292451505744 0.00021824791379837025 0.00013919041968166949
leaf_weight=0.0016389160865455019 0.0014493796284519925 0.0016240223602592861 0.0010494890503267885 0.0010028092855137892 0.0014473223018605774 0.0010344900113226333
leaf_count=1757 345 395 355 463 293 302
internal_value=0 -3.93774e-05 -9.31257e-05 -0.000162266 -9.08053e-05 -0.00025812
internal_weight=0 0.00779705 0.00617303 0.00512354 0.00412073 0.00267341
internal_count=3910 3565 3170 2815 2352 2059
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=8.47779e-06 1.9961e-05 3.43871e-05 5.92949e-05 2.75309e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 -0.0088999999999999982 -0.085644999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0098876932981014441 0.0073101137362956833 -0.013447204947705758 -0.013632833648453869 0.026216278830607034 0.0062023586177164733
leaf_weight=0.0019819665247312254 0.0013253115489240764 0.0011535445622403231 0.0011005259651804297 0.001086671717629877 0.0018702231690532383
leaf_count=1354 345 520 400 415 876
internal_value=0 -0.00139359 0.000908688 0.0061825 0.0135576
internal_weight=0 0.00719293 0.00603939 0.00405742 0.00295689
internal_count=3910 3565 3045 1691 1291
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=7
num_cat=0
split_feature=159 16 1 2 0 15
split_gain=2.65003e-05 2.92798e-05 4.25835e-05 3.81301e-05 7.01708e-05 1.22472e-05
threshold=-1.0000000180025095e-35 -0.45301499999999995 0.11257500000000001 0.10113500000000002 -0.073129999999999987 -0.089594999999999994
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=-0.00030552602610958284 -0.00021066332541970376 2.8874774481630807e-05 0.00036612524536574565 -0.0002595573714796823 0.00042961228492736052 -0.00026843599522110136
leaf_weight=0.0010043422489955716 0.0015601267569239552 0.0010587207613424615 0.0016067569645684416 0.0015262521505122269 0.0015306681170563748 0.001072128701692054
leaf_count=633 356 357 401 495 308 1360
internal_value=0 3.15787e-05 8.72011e-05 8.12723e-07 0.000109344 -0.000120716
internal_weight=0 0.00835465 0.00679453 0.00518777 0.00366152 0.00213085
internal_count=3910 3277 2921 2520 2025 1717
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=6
num_cat=0
split_feature=49 15 15 2 13
split_gain=8.81367e-06 2.35147e-05 2.19775e-05 4.50814e-05 2.00178e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.11739999999999999 0.10113500000000002 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014620461599456526 -0.01175664431368921 -0.0059936284451885891 -0.0013648201278603292 -0.013526532765549699 0.014646697764876883
leaf_weight=0.0012309077732132816 0.0016775439316353627 0.0010053071896690584 0.001323977673835476 0.0013783519083883336 0.0019032929727390423
leaf_count=249 581 310 1311 553 906
internal_value=0 0.00535324 -0.00195708 0.0016123 0.00807802
internal_weight=0 0.00223621 0.00628317 0.00460562 0.00322727
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=7
num_cat=0
split_feature=159 1 16 3 52 16
split_gain=2.68518e-05 2.78919e-05 3.1769e-05 3.74353e-05 2.84232e-05 3.20524e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 -0.15595499999999998 0.094625000000000015 1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.0003030682565007605 -0.00025072415298110572 0.00024520105303033903 -0.00041395205977448965 0.0003459848584504536 0.00021601011353491095 5.2085116727259667e-05
leaf_weight=0.0010040015449463138 0.0017488690149624004 0.0018967301962198825 0.0010980492464148723 0.0012712221181510677 0.0010574412491595481 0.0011740390289670588
leaf_count=633 339 491 900 146 798 603
internal_value=0 3.65554e-05 -2.57703e-05 5.97406e-05 -4.95481e-05 -0.00017314
internal_weight=0 0.00824635 0.00634962 0.00460075 0.00332953 0.00227209
internal_count=3910 3277 2786 2447 2301 1503
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=7
num_cat=0
split_feature=11 13 1 1 151 1
split_gain=1.56657e-05 3.36122e-05 4.39114e-05 2.89019e-05 2.92081e-05 9.15728e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11593500000000001 -0.0088999999999999982 0.095575000000000007
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=-3.2602131680230959e-05 -0.00023470320852414178 -0.00026299508433021178 0.00048663622976544049 -0.00029384700682257654 -0.00014885419809583446 0.00054140409157617893
leaf_weight=0.0013245600506838712 0.0010092567955828436 0.0010225189638882054 0.0011876436467810646 0.0014920128408296056 0.0019043094244731943 0.0012074604174267924
leaf_count=926 279 241 647 265 1343 209
internal_value=0 2.42902e-05 0.000212868 -5.99117e-05 2.45126e-05 0.000118987
internal_weight=0 0.00813851 0.0025122 0.0056263 0.00413429 0.00311177
internal_count=3910 3631 1573 2058 1793 1552
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=6
num_cat=0
split_feature=42 160 160 16 1
split_gain=1.02007e-05 2.24838e-05 2.21089e-05 3.2514e-05 7.4652e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46853499999999992 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0087322147489432879 -0.0089784266375520973 -0.0053994697687332997 -0.0054938633836682455 0.00082444453368353619 0.033785377714814283
leaf_weight=0.0011649122399523624 0.0016417955732289345 0.0012237392687288787 0.0016443458334200077 0.0017085791988760903 0.0011493798243477924
leaf_count=1060 1040 190 526 698 396
internal_value=0 0.00133808 0.00429607 0.00824003 0.0140803
internal_weight=0 0.00736784 0.00572604 0.0040817 0.00285796
internal_count=3910 2850 1810 1284 1094
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=6
num_cat=0
split_feature=4 151 16 2 0
split_gain=1.01435e-05 2.17472e-05 3.14755e-05 2.57973e-05 2.25555e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.106285 -0.032484999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098059860338414739 0.0070877299955229541 -0.0158354989795686 0.0027840320392255643 0.014284718811824641 -0.015374771128900195
leaf_weight=0.0013259842260993733 0.001620841239498033 0.0016896736174812146 0.0017505635173134231 0.0010075544704741348 0.0011227486541765474
leaf_count=564 426 538 1780 410 192
internal_value=0 -0.00170376 -0.00444348 0.000516445 -0.00431153
internal_weight=0 0.00689652 0.00557054 0.00388087 0.00287331
internal_count=3910 3484 2920 2382 1972
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=8
num_cat=0
split_feature=4 1 12 0 1 16 0
split_gain=1.93864e-05 3.95431e-05 2.35132e-05 3.96761e-05 8.73081e-05 3.92504e-05 1.5969e-05
threshold=0.24280000000000004 0.11235500000000002 0.098355000000000012 -0.017269999999999997 0.11215000000000001 -0.08755499999999998 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00024868851179591988 -0.00011651546535082575 0.00038386244812761315 -0.00032827238320955394 0.00027738975317698607 -0.00059602455343763688 0.00038850760544435005 5.1364160613137378e-05
leaf_weight=0.0010689464343643946 0.0011389873356724841 0.0013005201689949518 0.0010183541836936306 0.0014338088936775148 0.0010326216651921961 0.0010226482685715911 0.0011447987544377072
leaf_count=633 206 343 529 268 188 195 1548
internal_value=0 0.00015024 -5.38251e-05 -4.81698e-06 -9.96001e-05 5.87919e-05 0.000210436
internal_weight=0 0.00243951 0.00672118 0.00570282 0.00426902 0.00323639 0.00216745
internal_count=3910 549 3361 2832 2564 2376 1743
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=8
num_cat=0
split_feature=49 2 12 4 4 52 43
split_gain=3.11227e-05 3.13473e-05 4.50543e-05 7.83115e-05 4.17338e-05 4.61526e-05 4.35843e-05
threshold=0.10513500000000002 0.114165 0.093125000000000013 0.08734500000000002 0.080255000000000007 -0.087094999999999992 -0.00084499999999999994
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=-0.00044556773100904617 0.00032346859670354756 0.00025096221479014143 -0.00020640700386394031 0.00052294361873261484 -0.00052211184488294986 -0.00030128584985325687 0.00020060856308872082
leaf_weight=0.0010496750183727659 0.0010495689965495927 0.0012670970280024814 0.0011662804350775773 0.001099656911367796 0.0011042157934718477 0.0010004786041561426 0.0019851466198292558
leaf_count=469 366 451 689 97 272 1109 457
internal_value=0 -3.40263e-05 -8.27887e-05 0.000147546 -0.00018434 -9.19124e-05 3.24245e-05
internal_weight=0 0.00867255 0.00740545 0.00226594 0.00513952 0.0040353 0.00298563
internal_count=3910 3544 3093 786 2307 2035 1566
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=8
num_cat=0
split_feature=157 160 49 2 0 47 2
split_gain=2.07292e-05 4.56716e-05 2.9947e-05 3.54642e-05 4.94629e-05 4.46707e-05 4.95906e-05
threshold=-0.071454999999999977 -1.0000000180025095e-35 0.089635000000000006 0.10946500000000002 0.012625000000000003 0.086425000000000016 0.086875000000000022
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=0.00026721239599165539 -0.00039129860667759493 -0.0001263222418562222 0.00034008097805871603 0.00025789335460437069 -0.0004499777790536179 -0.00029813001980249088 0.00045213841338727768
leaf_weight=0.0010008245026697305 0.0011645196316506321 0.0011008074831152948 0.0010118018772439273 0.0013276089020993649 0.0011914684336931688 0.0011700021588626161 0.0011811632068904317
leaf_count=520 855 865 402 357 142 171 598
internal_value=0 -3.18082e-05 2.81435e-05 -2.47147e-05 -0.000105515 1.33779e-05 0.000173093
internal_weight=0 0.00814737 0.00698285 0.00597105 0.00464344 0.00345197 0.00228197
internal_count=3910 3390 2535 2133 1776 1634 1463
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=6
num_cat=0
split_feature=4 42 0 43 0
split_gain=8.541e-06 1.97135e-05 3.76029e-05 3.8158e-05 3.13367e-05
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 -1.0000000180025095e-35 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.019352523534812191 0.0064951334058243691 -0.011874385940093268 0.014073851310061511 -0.0088928618391320522 0.012666392237103875
leaf_weight=0.0011556331773599029 0.0016284511589799129 0.0014603528138466149 0.0016039350184444971 0.0012917367687062379 0.0014102395239345279
leaf_count=1285 426 1266 274 159 500
internal_value=0 -0.00155395 0.00120562 -0.0041448 0.00235954
internal_weight=0 0.0069219 0.00546154 0.00385761 0.00270198
internal_count=3910 3484 2218 1944 659
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=8
num_cat=0
split_feature=159 15 16 52 16 4 15
split_gain=2.84871e-05 2.91727e-05 4.31285e-05 4.50278e-05 3.47561e-05 4.07611e-05 3.4813e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 0.11346000000000002 0.015635000000000003 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00031454166039105455 0.00030850874498574674 -0.00037529488692860627 -0.00033048843895874407 0.0004071936481979186 -0.00029318767283140131 0.00038121105199966099 0.00015413078576627156
leaf_weight=0.001006215165076583 0.0012681046342613543 0.0010786396576268672 0.0010812632770923441 0.001108820275953039 0.001384980441058658 0.0011222704482764848 0.0012050429708739207
leaf_count=633 408 274 567 378 543 165 942
internal_value=0 3.49213e-05 -1.4776e-05 5.11076e-05 -3.12603e-05 7.51666e-05 -7.50603e-05
internal_weight=0 0.00824912 0.00698102 0.00590238 0.00479356 0.00340858 0.00228631
internal_count=3910 3277 2869 2595 2217 1674 1509
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=7
num_cat=0
split_feature=43 52 16 4 52 2
split_gain=1.14419e-05 2.38758e-05 4.69616e-05 2.23151e-05 2.14914e-05 2.11143e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.080255000000000007 -0.036004999999999988 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0089266493833117938 -0.014396078904806143 -0.015802604084059774 0.018942632703915427 0.016719164904132913 -0.011625801136426124 0.0012618908599163125
leaf_weight=0.0010275012096361042 0.0013348224148216634 0.0011826375919930362 0.0010770425082651217 0.001046357162932489 0.001007845678874401 0.0018741503439456025
leaf_count=643 426 845 224 307 898 567
internal_value=0 -0.00276813 0.000986552 0.004851 -0.00125034 -0.00534017
internal_weight=0 0.00546865 0.00413383 0.0030817 0.00203535 0.00305679
internal_count=3910 2062 1636 1848 1541 1412
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=7
num_cat=0
split_feature=376 52 13 52 2 0
split_gain=1.86116e-05 3.47273e-05 3.78153e-05 4.72708e-05 4.41857e-05 3.03602e-05
threshold=0.048375000000000008 0.10218500000000001 -0.083514999999999992 -0.091329999999999981 0.096325000000000008 -0.10575999999999998
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=0.00025073236399802734 0.00024797031277157711 -0.00032714359687565747 0.00027049722527590684 0.00023898007864766124 -0.00045143913534856909 -0.00021876965208375893
leaf_weight=0.0019673464968254914 0.0010061624113808917 0.0013097988850303503 0.0011759608191470221 0.0010245681319290909 0.0014239897713680541 0.0012208623215616806
leaf_count=927 206 719 568 125 377 988
internal_value=0 -3.47431e-05 2.14731e-05 -7.16119e-05 -0.00018125 -9.90289e-06
internal_weight=0 0.00812253 0.00681273 0.00484538 0.00366942 0.00224543
internal_count=3910 3704 2985 2058 1490 1113
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=6
num_cat=0
split_feature=43 4 47 3 3
split_gain=9.2329e-06 2.14218e-05 3.08799e-05 4.49949e-05 2.0219e-05
threshold=-0.044024999999999988 -0.23071499999999998 0.077735000000000012 0.094625000000000015 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0027706488755124222 -0.015027756664575781 -0.0048351175481799544 -0.014563020475778773 0.018552162395624263 0.013565421704872876
leaf_weight=0.001736817599095507 0.0010908042437156032 0.0019022029886397234 0.0010239633273908385 0.0014494675205862402 0.0013438739068029558
leaf_count=1267 232 1350 219 261 581
internal_value=0 -0.00248991 0.000635653 0.00527897 0.00435555
internal_weight=0 0.00546644 0.00437563 0.00335167 0.00308069
internal_count=3910 2062 1830 1611 1848
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=7
num_cat=0
split_feature=3 52 15 1 1 3
split_gain=1.8049e-05 2.16951e-05 4.53459e-05 6.23926e-05 0.000108214 5.41977e-05
threshold=-0.15464999999999998 0.11401500000000002 -0.017214999999999998 0.11167500000000001 0.094485000000000013 0.086245000000000016
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=0.0002440836619599479 -0.00030472233020339295 -0.00029302021709671182 -8.7610858358409507e-06 -0.00039882081575306219 0.00055533092190795301 0.000540012993505221
leaf_weight=0.0010262411745529604 0.0012267528156515741 0.0010631404480288568 0.0019027757147394271 0.0018079816362095219 0.0010387038727104902 0.0010872937789851286
leaf_count=259 831 611 1460 400 205 144
internal_value=0 -3.18821e-05 7.42224e-06 -0.000127179 8.9609e-05 0.000190792
internal_weight=0 0.00812665 0.00706351 0.00407344 0.00226546 0.00299007
internal_count=3910 3651 3040 1436 1036 1604
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=8
num_cat=0
split_feature=123 2 4 16 0 12 2
split_gain=3.00933e-05 3.23605e-05 5.47231e-05 7.04566e-05 5.71577e-05 3.95542e-05 3.08437e-05
threshold=1.0000000180025095e-35 0.11934000000000002 0.0057500000000000008 -0.008069999999999999 -0.15291499999999997 0.097955000000000014 0.096970000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -5
right_child=-2 -3 4 6 5 -7 -8
leaf_value=-0.00048142625554086307 0.00031907031519250634 -0.00033035186907840321 0.0005726576828504954 -0.00014716903909519895 -0.00020705043137849479 0.00031106138798993809 0.00032373264271601211
leaf_weight=0.0014903723256749213 0.0010117013681988094 0.0012462108004761543 0.0010494987642911953 0.0011414352174095557 0.0012901353843768927 0.0010100076406576804 0.0010061559905475835
leaf_count=1621 334 355 120 631 405 168 276
internal_value=0 -3.92766e-05 1.26355e-05 -0.000153867 0.00019347 2.04558e-05 7.34505e-05
internal_weight=0 0.00823382 0.00698761 0.00363796 0.00334964 0.00230014 0.00214759
internal_count=3910 3576 3221 2528 693 573 907
is_linear=0
shrinkage=0.00196078


Tree=8394
num_leaves=8
num_cat=0
split_feature=159 1 2 42 151 16 2
split_gain=2.54262e-05 3.45343e-05 2.69002e-05 4.24849e-05 4.14307e-05 4.62991e-05 3.14784e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086875000000000022 1.0000000180025095e-35 -0.0088999999999999982 0.15100500000000003 0.10679500000000001
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=-0.00029426107367471366 5.197611427931483e-05 0.00034376034367599817 -0.00023856691208612414 -0.00045895835662042165 0.00057678109472941773 -0.0001160158383229215 0.0001211097119460525
leaf_weight=0.0010211459380425813 0.001370504702514975 0.0011856984069843323 0.0012661077077603211 0.0011513324423529714 0.0011205512201965275 0.0013535923339979732 0.001214710687783127
leaf_count=633 605 298 400 622 701 384 267
internal_value=0 3.28719e-05 -1.643e-05 -0.000181289 6.74751e-05 0.000172516 0.000339759
internal_weight=0 0.0086625 0.0074768 0.00252184 0.00495496 0.00368885 0.00233526
internal_count=3910 3277 2979 1227 1752 1352 968
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=7
num_cat=0
split_feature=51 484 49 3 4 13
split_gain=8.74868e-06 2.80253e-05 2.35888e-05 3.63542e-05 2.54032e-05 4.17936e-05
threshold=0.08955500000000001 0.073820000000000011 -0.029304999999999998 -0.11171999999999999 0.15045000000000003 -0.062819999999999987
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=0.0090677861883484891 -0.0077021792625994734 0.016828162418480612 -0.020621143155457947 -0.020340697238355805 0.013405331085032127 0.0057486791415290841
leaf_weight=0.0016607479284758385 0.001264430010225393 0.0010036051301214894 0.0011084333940976437 0.001063191105191775 0.0010245188894771498 0.0014533920018454975
leaf_count=371 487 456 291 989 312 1004
internal_value=0 0.00130629 -0.00116236 -0.00481642 0.000130765 -0.00527341
internal_weight=0 0.00731389 0.00631028 0.00464954 0.0035411 0.00251658
internal_count=3910 3423 2967 2596 2305 1993
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=7
num_cat=0
split_feature=147 2 48 13 15 1
split_gain=2.9534e-05 3.42609e-05 4.30109e-05 4.88738e-05 5.33021e-05 8.08582e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 0.089075000000000015
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=0.00020169915042048144 0.00031276444365653863 -0.00037384958316524634 0.00036316100537749308 0.00020456848200207716 -1.7549039109845866e-05 -0.00063800101201286891
leaf_weight=0.00195483829202674 0.0010235715857255271 0.0010362655682763814 0.0011074865899267953 0.0010866107242446955 0.0017940149537741372 0.001468623088106806
leaf_count=915 234 327 321 244 1240 629
internal_value=0 -3.9904e-05 6.78739e-06 -5.58195e-05 -0.000171565 -0.000296835
internal_weight=0 0.00844784 0.00741157 0.00630409 0.00434925 0.00326264
internal_count=3910 3676 3349 3028 2113 1869
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=7
num_cat=0
split_feature=11 13 4 15 0 42
split_gain=1.64491e-05 3.6023e-05 4.11812e-05 4.45756e-05 3.12078e-05 4.96099e-05
threshold=0.077330000000000024 -0.090744999999999978 0.26048500000000002 -0.09547499999999999 -0.017269999999999997 0.08401500000000002
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=0.00026868487809296292 -0.00024100806286397739 0.0003976305085065801 -0.00035572817094227735 -0.0003562008311212044 0.00021156413786647908 0.00017952523192050625
leaf_weight=0.0017934930298619057 0.0010201668000847349 0.0010334051907722281 0.0013104742824948884 0.0018828082815977307 0.0011744871781841811 0.0010271097127511491
leaf_count=534 279 308 310 1126 209 1144
internal_value=0 2.29681e-05 -4.55869e-05 3.38283e-05 -5.82181e-05 -0.000167106
internal_weight=0 0.00822178 0.00642828 0.00511781 0.00408441 0.00290992
internal_count=3910 3631 3097 2787 2479 2270
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=7
num_cat=0
split_feature=47 43 2 3 0 2
split_gain=3.02131e-05 4.86496e-05 3.64709e-05 5.11596e-05 9.83846e-05 2.59227e-05
threshold=0.11669500000000001 -0.18906999999999999 0.097940000000000013 -0.115685 -0.087899999999999992 0.11339500000000001
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=0.000434646853219191 -0.00031865746244536577 0.00021453881307698767 0.00029520238661543189 -2.0545727477789811e-05 -0.00077435455417061022 -4.7778878751600073e-05
leaf_weight=0.0010501962694392658 0.0010135435827168813 0.0011318184018402899 0.0018052322465248222 0.0019701499083603358 0.0010053773133286512 0.0015964826580661998
leaf_count=248 179 171 503 740 1557 512
internal_value=0 3.93629e-05 -1.59204e-05 -0.00014028 -0.000275244 0.000134235
internal_weight=0 0.00855926 0.00750906 0.00410735 0.00297553 0.00340171
internal_count=3910 3731 3483 2468 2297 1015
is_linear=0
shrinkage=0.00196078


Tree=8399
num_leaves=6
num_cat=0
split_feature=42 160 160 4 4
split_gain=8.98147e-06 2.35275e-05 2.0818e-05 3.5623e-05 2.76509e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.00072999999999999985 0.26790000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.008160177668982747 -0.0092494365102896939 0.019128337172954701 -0.005166695051426304 -0.0099679457300268781 0.011495971479286562
leaf_weight=0.0011721303574384343 0.0016563067587562329 0.0017086130288805788 0.0016646803141613237 0.0012612144560744806 0.0011451542992816555
leaf_count=1060 1040 791 526 233 260
internal_value=0 0.00125808 0.00426928 0.00808652 0.000246406
internal_weight=0 0.00743597 0.00577966 0.00411498 0.00240637
internal_count=3910 2850 1810 1284 493
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=8
num_cat=0
split_feature=147 15 4 12 48 0 3
split_gain=3.75806e-05 3.97455e-05 8.34039e-05 4.44719e-05 5.3241e-05 2.90774e-05 5.75184e-06
threshold=1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.093375000000000014 0.089350000000000013 -0.10131499999999999 -0.081584999999999977
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=0.00018514025413680747 0.0002726186059090377 0.00012723867637760763 -0.00061745141984710693 -0.0004023934330566375 0.00035334486839757223 -0.00015857919856262882 -0.0003671452574570124
leaf_weight=0.0013105145413149326 0.0010046326436227359 0.0011380748457464648 0.0013889784266075469 0.0012882608016721543 0.0012552879225552834 0.0010041788502636807 0.0010296159428216452
leaf_count=446 234 198 274 817 299 1064 578
internal_value=0 -0.000128616 -0.000186493 -8.17598e-05 1.15415e-05 -0.000123729 -0.000264167
internal_weight=0 0.00841491 0.0071044 0.00571542 0.00442716 0.00317187 0.00203379
internal_count=3910 3676 3230 2956 2139 1840 1642
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=7
num_cat=0
split_feature=147 2 48 13 15 1
split_gain=3.24167e-05 3.90239e-05 5.11561e-05 6.95012e-05 6.74071e-05 7.44195e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 0.089075000000000015
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=0.00024782656697195819 0.00032703803530290029 -0.0003939068526918689 0.00039320071508715146 0.00022094154778338045 -6.8122096497951105e-05 -0.00065789939773434392
leaf_weight=0.001966648932616403 0.001033218084808313 0.0010542486508414526 0.0011315558631772617 0.0011202414141962946 0.001815712590266012 0.0015038457419041711
leaf_count=915 234 327 321 244 1240 629
internal_value=0 -4.05622e-05 8.85578e-06 -5.90302e-05 -0.000194955 -0.000335306
internal_weight=0 0.00859225 0.007538 0.00640645 0.0044398 0.00331956
internal_count=3910 3676 3349 3028 2113 1869
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=8
num_cat=0
split_feature=16 0 52 15 49 52 52
split_gain=9.39759e-06 2.07359e-05 4.68631e-05 3.73468e-05 4.98165e-05 2.23472e-05 1.48958e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.094124999999999986 -0.11739999999999999 -0.0019649999999999997 0.024145000000000003 0.016565000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -6
right_child=1 5 3 4 6 -7 -8
leaf_value=-0.0091855589175744278 -0.021281048388735541 0.019971443197976172 -0.014393611638639845 -0.007354831290742477 0.025479202699716427 -0.00074246683634381116 0.0085518785820828096
leaf_weight=0.0010053461373043153 0.0010354410097656889 0.0010407526782524761 0.0010317825530169389 0.0013937266684407174 0.0010475114746800278 0.0010425846284593597 0.001032042088905937
leaf_count=179 585 319 396 429 837 111 1054
internal_value=0 0.00110049 -0.00209752 0.00231161 0.00727411 0.00960538 0.0170785
internal_weight=0 0.00762384 0.0055405 0.00450506 0.00347328 0.00208334 0.00207955
internal_count=3910 3731 3301 2716 2320 430 1891
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=8
num_cat=0
split_feature=147 52 13 52 43 2 2
split_gain=3.73126e-05 3.9812e-05 5.71532e-05 5.4478e-05 3.65943e-05 6.98693e-05 1.98604e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 0.097940000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=5.4673567007613262e-05 0.00034853456030496048 -0.00038079983743548009 0.00022160676918346213 -0.00049475042098794054 0.00023691392398976271 -0.00045444022128242616 0.00041400076578435691
leaf_weight=0.0010545885515990691 0.001035013844102141 0.0011753134987573565 0.0013628857802506053 0.0013444105641981941 0.0012027568411695109 0.001054962003820941 0.0013464015803002405
leaf_count=738 234 639 567 1013 337 164 218
internal_value=0 -4.56698e-05 7.80329e-06 -0.000112304 -0.000238641 -8.61344e-05 0.000256173
internal_weight=0 0.00854132 0.00736601 0.00496502 0.00360213 0.00225772 0.00240099
internal_count=3910 3676 3037 2081 1514 501 956
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=7
num_cat=0
split_feature=376 52 43 1 0 15
split_gain=1.7223e-05 4.20093e-05 3.57737e-05 2.57471e-05 3.4775e-05 8.14037e-05
threshold=0.048375000000000008 -0.081429999999999989 -0.06705499999999999 0.076710000000000014 -0.10575999999999998 -0.095799999999999982
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=0.00047570347943450898 0.00023592177723268269 -0.00033865469986629694 -4.7088127265700488e-05 -0.00018204484565020296 -0.00026167594195088947 0.00047779437192518328
leaf_weight=0.0010011070749507689 0.0010282053193400422 0.0014809448252634935 0.0010118707316661181 0.0017660327667519213 0.0017509605663051883 0.0012122629927742473
leaf_count=473 206 1546 404 206 868 207
internal_value=0 -3.32493e-05 0.00021291 -0.000113039 -4.23891e-05 8.65311e-05
internal_weight=0 0.00822318 0.00201298 0.0062102 0.00472926 0.0029783
internal_count=3910 3704 877 2827 1281 413
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=7
num_cat=0
split_feature=15 484 52 0 12 1
split_gain=1.0565e-05 2.14335e-05 2.55016e-05 4.28152e-05 3.26878e-05 3.65617e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 0.085185000000000025 0.094385000000000011
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=-0.020387618314142764 -0.0094038189129406237 0.014748433576371118 0.012891377407503091 -0.020374199883752806 0.01330075656288137 0.0033587254933324373
leaf_weight=0.0010175934050281803 0.0010674829000442117 0.0010145912722360918 0.0011171203644605374 0.0011997933669155346 0.0014346579348103856 0.0017870394296787657
leaf_count=336 1436 417 295 246 744 436
internal_value=0 0.00122285 -0.000870276 -0.00369675 0.00102326 -0.00525706
internal_weight=0 0.0075708 0.0065562 0.00543908 0.00423929 0.00280463
internal_count=3910 2474 2057 1762 1516 772
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=7
num_cat=0
split_feature=11 13 1 4 0 0
split_gain=2.19635e-05 3.60416e-05 3.52174e-05 3.2641e-05 4.56519e-05 5.08652e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.26048500000000002 -0.10575999999999998 -0.017269999999999997
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=4.1921381163653446e-06 -0.00027610686421994401 0.00027289238734384824 0.00047044257134474642 -0.00033987468340630972 -0.0003560779631359859 0.00019231421600214308
leaf_weight=0.0013135195342203778 0.00101941329485706 0.0017016388296389037 0.0011845140188328272 0.0012314051339167784 0.0016268317382479053 0.001083286902013731
leaf_count=926 279 244 647 243 1377 194
internal_value=0 2.91905e-05 0.000225278 -5.76107e-05 2.11745e-05 -0.000136875
internal_weight=0 0.0081412 0.00249803 0.00564316 0.00441176 0.00271012
internal_count=3910 3631 1573 2058 1815 1571
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=6
num_cat=0
split_feature=49 15 16 2 0
split_gain=9.58733e-06 2.4296e-05 2.04066e-05 2.91698e-05 2.28871e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 0.10113500000000002 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014817621703978873 -0.015176813321249386 -0.0059789365213788756 -0.0032724347462557745 -0.0099990688081952571 0.012853112243903656
leaf_weight=0.0012528145463133662 0.0010017565027419769 0.0010184201231156578 0.0015959393860107834 0.0018005380980129684 0.00196245474539594
leaf_count=249 261 310 1972 699 419
internal_value=0 0.00549246 -0.00207621 0.000372712 0.00562081
internal_weight=0 0.00227123 0.00636069 0.00535893 0.00355839
internal_count=3910 559 3351 3090 2391
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=7
num_cat=0
split_feature=4 12 151 3 52 12
split_gain=9.34076e-06 2.9408e-05 2.81222e-05 6.52131e-05 4.66404e-05 2.26294e-05
threshold=0.17888000000000001 0.094045000000000004 -0.0074049999999999993 0.076695000000000013 0.071660000000000015 0.095000000000000015
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=0.014191100137093621 -0.0025772274569260387 -0.016162917016265765 -0.0059141287469631123 -0.02084522420452066 0.02284581935394777 0.016678490196513313
leaf_weight=0.0012494262948979673 0.0015527947221906984 0.001209874777250524 0.0012512873495073974 0.0013264808026939852 0.0010264286545918113 0.0010055287055771994
leaf_count=503 474 858 954 251 749 121
internal_value=0 -0.00221421 0.00126282 -0.00321888 0.00704624 0.00499108
internal_weight=0 0.0060635 0.00485362 0.0036042 0.00227772 0.00255832
internal_count=3910 3315 2457 1954 1703 595
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=8
num_cat=0
split_feature=147 11 13 3 52 15 4
split_gain=5.04027e-05 3.70069e-05 4.20039e-05 6.25968e-05 5.19441e-05 4.46044e-05 2.23014e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.083514999999999992 0.11265500000000002 -0.091329999999999981 -0.09547499999999999 -0.029114999999999999
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=0.00043806215435776319 0.00040823762164110127 -0.00040773167400204324 0.00036132929800440161 -0.00050936184923942808 0.00018912851573471337 -0.00030323911613313145 3.8522281667524409e-05
leaf_weight=0.001003515875818393 0.0010156101639586671 0.0010025732327341745 0.0011697373923230305 0.00113136193617841 0.001110596027969856 0.0019484432674496076 0.001155689739897874
leaf_count=357 234 284 451 91 341 1463 689
internal_value=0 -5.38693e-05 -6.68794e-06 -9.9701e-05 9.89921e-06 -0.000124483 0.000224213
internal_weight=0 0.00852192 0.00751934 0.00536014 0.00422878 0.00305904 0.00215921
internal_count=3910 3676 3392 2346 2255 1804 1046
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=7
num_cat=0
split_feature=11 13 16 16 48 160
split_gain=2.17961e-05 3.84503e-05 2.90726e-05 2.69492e-05 3.89865e-05 2.2422e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.15100500000000003 0.085875000000000021 -1.0000000180025095e-35
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=0.00028664839430539381 -0.00027100392363611309 -0.00034109443494597383 7.9683422568440975e-06 -0.00020556708988731906 -0.00018381020803468818 0.00037917386259231166
leaf_weight=0.0017909208265024261 0.0010218589112814718 0.0010245260529150963 0.0010069619671631831 0.0014827033769092167 0.0012280965823699627 0.0016519325800944617
leaf_count=534 279 261 714 495 368 1259
internal_value=0 3.27137e-05 -3.84094e-05 1.93422e-05 0.000105134 0.000238593
internal_weight=0 0.00818514 0.00639422 0.00536969 0.00388699 0.00265889
internal_count=3910 3631 3097 2836 2341 1973
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=8
num_cat=0
split_feature=147 0 2 49 13 49 4
split_gain=3.49499e-05 3.00702e-05 5.20712e-05 9.22925e-05 5.7223e-05 3.34815e-05 2.93123e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.083514999999999992 -0.0019649999999999997 -0.44477499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -3
right_child=-2 6 3 -5 5 -7 -8
leaf_value=-0.00039031520874849448 0.00033829346042861346 -9.7691102634813988e-05 0.00055178902015051202 -0.00046929787872170361 -0.00026392400849314788 0.00021869302252678667 0.00035405509928173305
leaf_weight=0.001874273387935073 0.0010115810789414247 0.0010124697698097181 0.0010314248817761009 0.0011836462371029388 0.0010387476965280828 0.0011810201202107262 0.0012148400253041882
leaf_count=801 234 195 631 739 200 894 216
internal_value=0 -4.71591e-05 -0.000116305 -5.01335e-07 0.000170171 -7.14921e-06 0.000148705
internal_weight=0 0.00853642 0.00630911 0.00443484 0.00325119 0.00221977 0.00222731
internal_count=3910 3676 3265 2464 1725 1094 411
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=7
num_cat=0
split_feature=11 13 39 0 16 1
split_gain=2.20791e-05 3.79005e-05 4.49369e-05 6.97963e-05 4.52297e-05 2.38776e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.094695000000000015
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=0.00031671351663572177 -0.00027502901064937302 -0.00029012824849177003 0.00029732243170894413 -0.00051220341367948902 0.00036515092493157595 5.5864284822726147e-05
leaf_weight=0.0014753270772207665 0.0010103660249050862 0.0014387843218789812 0.0012965416912350571 0.0012650274088644295 0.001052158591644539 0.0016420824053456949
leaf_count=288 279 1846 395 330 510 262
internal_value=0 3.22272e-05 -3.04667e-05 -0.000109197 1.41539e-05 -0.000105716
internal_weight=0 0.00816992 0.00669459 0.00539805 0.00413303 0.00308087
internal_count=3910 3631 3343 2948 2618 2108
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=7
num_cat=0
split_feature=147 11 0 48 4 15
split_gain=2.77983e-05 3.6169e-05 4.72526e-05 0.000100882 6.15936e-05 5.31934e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 -0.076854999999999993 -0.094119999999999995
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=-0.000308078555725858 0.00030182463486547152 -0.00039330544939433472 0.00023335321541266874 0.00062163751083894262 0.00011268958146673502 -0.00043112680217339638
leaf_weight=0.0014909893616271742 0.0010039861789854871 0.0010004854518495783 0.0019210741844028867 0.0010888083209218994 0.0011334115141155017 0.0017737707972540222
leaf_count=151 234 284 1039 491 463 1248
internal_value=0 -4.33728e-05 3.88693e-06 8.24964e-05 -3.9084e-05 -0.000219111
internal_weight=0 0.00840854 0.00740805 0.00591706 0.00482826 0.00290718
internal_count=3910 3676 3392 3241 2750 1711
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=8
num_cat=0
split_feature=11 2 0 13 3 160 15
split_gain=3.00866e-05 4.06272e-05 4.83119e-05 3.23117e-05 4.57015e-05 3.17343e-05 3.92982e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 -0.089899999999999994 0.11818000000000002 1.0000000180025095e-35 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-5.8900411125012101e-05 -0.00031901215854279687 0.00046196986960414261 -0.00038548528898072946 0.00028086800754603295 -0.00025645622817866245 -0.00023879434458907702 0.00046108246476513998
leaf_weight=0.001235943850667279 0.0010343975396872552 0.0011515524870654185 0.0014333616137592589 0.0015211694115320144 0.0010144228497694363 0.0010328120826852368 0.0010199304120854097
leaf_count=799 279 224 239 721 97 394 1157
internal_value=0 3.53637e-05 -8.5068e-05 0.000189598 6.58989e-05 4.58678e-05 0.000176195
internal_weight=0 0.00840919 0.00472205 0.00368714 0.00253559 0.00328869 0.00225587
internal_count=3910 3631 2589 1042 818 2350 1956
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=7
num_cat=0
split_feature=147 376 52 160 13 16
split_gain=3.52979e-05 2.72671e-05 5.29341e-05 3.89402e-05 3.48277e-05 5.10586e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.072804999999999981
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=0.00018758858113536591 0.00034217149681954812 0.00025834874463211832 -0.0005317290877031401 0.00011801059371686443 -2.2842147165419183e-05 -0.00056610543403074669
leaf_weight=0.0019981542612364147 0.0010171679953178856 0.0010071999503854763 0.0010160709429109047 0.0016642885552514315 0.0016569781662071539 0.0011111697121210162
leaf_count=813 234 194 940 493 866 370
internal_value=0 -4.44435e-05 -8.53977e-05 -0.000185511 -0.000106146 -0.000240915
internal_weight=0 0.00845386 0.00744666 0.00544851 0.00443244 0.00276815
internal_count=3910 3676 3482 2669 1729 1236
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=8
num_cat=0
split_feature=159 1 42 133 151 4 1
split_gain=3.2456e-05 2.69602e-05 3.48913e-05 6.67831e-05 5.84518e-05 7.5644e-05 4.2196e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.085545000000000024 0.065880000000000008 -0.0088999999999999982 0.05309500000000001 0.079945000000000016
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=-0.0003329668424438847 -0.00043290014393465722 0.00031160855839966223 -0.00025744606925618015 0.00051635359932746948 0.00014376901867610734 0.00047856933180669809 -0.00038544616540805347
leaf_weight=0.0010368844319033352 0.0010912933363516546 0.001164807107863354 0.0016822037449577242 0.0010278381581062144 0.0011502341349588338 0.0012319949716720112 0.0011668880323268671
leaf_count=633 235 298 1065 533 536 183 427
internal_value=0 3.4454e-05 -9.46599e-06 6.41287e-05 -3.60379e-05 8.59905e-05 -0.00012274
internal_weight=0 0.00851526 0.00735045 0.00566825 0.00464041 0.00354912 0.00231712
internal_count=3910 3277 2979 1914 1381 1146 963
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=7
num_cat=0
split_feature=13 49 47 15 0 2
split_gain=1.04603e-05 2.19314e-05 3.05808e-05 3.61621e-05 3.36172e-05 4.0193e-05
threshold=-0.23438999999999996 0.079765000000000016 0.09252500000000001 -0.09547499999999999 -0.11287999999999999 0.096540000000000015
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=0.0091246047181442382 0.01340171492586467 0.011708740531535205 -0.017837742388903444 0.0077491670444623977 -0.0219896324868823 0.0035034225579554179
leaf_weight=0.0010801884153005571 0.0014135165993868575 0.0010949470193417441 0.0012233784307688692 0.0013150691167659128 0.0015609518310445969 0.00102427100047228
leaf_count=210 316 726 271 263 1687 437
internal_value=0 -0.00138938 -0.00358325 -0.000301491 -0.00526771 -0.0118892
internal_weight=0 0.00763213 0.00653719 0.00531381 0.00390029 0.00258522
internal_count=3910 3700 2974 2703 2387 2124
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=8
num_cat=0
split_feature=157 160 12 4 12 0 15
split_gain=9.85318e-06 5.75735e-05 2.09473e-05 2.36772e-05 7.70541e-05 5.13771e-05 2.87906e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.023959999999999995 0.074650000000000008 0.092365000000000017 -0.11756999999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4
right_child=1 2 3 5 -6 -7 -8
leaf_value=0.0092445714969719723 -0.022836724746671713 -0.010538267700505645 0.022000939681355334 -0.0031448572113762828 -0.023539118205457496 0.027738965175983107 -0.00027215890403251014
leaf_weight=0.0010028981325191973 0.0010682704934716373 0.0010832217284119936 0.0010219879638704416 0.0010398621480047503 0.001019141252186921 0.0011175393489069639 0.0013429702229238102
leaf_count=587 813 391 205 152 669 191 902
internal_value=0 -0.0012937 0.00218023 0.00466637 -0.00055273 0.012853 0.00935289
internal_weight=0 0.00769299 0.00662472 0.0055415 0.0033841 0.0021574 0.00236496
internal_count=3910 3323 2510 2119 1776 343 1107
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=8
num_cat=0
split_feature=123 2 47 13 160 16 2
split_gain=4.04812e-05 3.85701e-05 6.38265e-05 3.26375e-05 7.03316e-05 9.68214e-05 1.53143e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.10247000000000002 -0.083514999999999992 -0.026849999999999995 -0.055679999999999993 0.090695000000000012
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=0.00015046871007491923 0.00036365923982883491 -0.00039647766006183034 0.00044209944876069467 0.00027260973210349701 -0.00022177580871920701 -0.00074731355350012528 0.00010616378312533691
leaf_weight=0.0017961480967005382 0.0010346048554089856 0.0010629188866799347 0.0010855064783199756 0.001083460978648438 0.0010796987231892962 0.0012059555799415088 0.0011106574086248936
leaf_count=930 334 275 241 508 688 619 315
internal_value=0 -4.73226e-05 3.09199e-06 -7.28404e-05 -0.000162375 -0.00030114 -5.54884e-05
internal_weight=0 0.00842435 0.00736143 0.00627592 0.00447977 0.00339631 0.00219036
internal_count=3910 3576 3301 3060 2130 1622 1003
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=8
num_cat=0
split_feature=11 13 1 1 0 3 0
split_gain=2.88476e-05 3.51711e-05 4.75817e-05 4.07842e-05 6.14938e-05 6.77974e-05 4.81556e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.11215000000000001 -0.23029999999999998 -0.016619999999999996 -0.071924999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -5
right_child=-2 3 -4 6 5 -7 -8
leaf_value=-3.132384754537504e-05 -0.00031379670189015334 0.00046617462890404887 0.0005025225468102487 2.4233572822082963e-05 0.00020938514524372571 -0.00041000868764813723 -0.00058128832437252212
leaf_weight=0.0013526882395915262 0.0010481454877193522 0.0010647965648536172 0.0012215853744818156 0.0010105049582760281 0.0014073478723193803 0.0013135689501835291 0.0010092890609449466
leaf_count=926 279 121 647 110 1339 286 202
internal_value=0 3.12403e-05 0.000222005 -5.33486e-05 6.6694e-05 -8.96378e-05 -0.000278345
internal_weight=0 0.00837978 0.00257427 0.00580551 0.00378571 0.00272092 0.00201979
internal_count=3910 3631 1573 2058 1746 1625 312
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=6
num_cat=0
split_feature=13 39 3 0 0
split_gain=1.05378e-05 2.28037e-05 3.7447e-05 8.50835e-05 2.77386e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0091677732801109576 -0.0062868461235797623 0.010637865334189903 0.0029200081335161859 -0.030848613474917519 0.012142984084451041
leaf_weight=0.0010801279503117574 0.0015335983157804718 0.001306624342671767 0.0017011513014016518 0.0013290826641832864 0.001746912072234499
leaf_count=210 2118 419 203 631 329
internal_value=0 -0.00138658 -0.00387621 -0.0118912 0.00352726
internal_weight=0 0.00761737 0.00631074 0.00303023 0.00328051
internal_count=3910 3700 3281 834 2447
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=7
num_cat=0
split_feature=147 151 4 48 15 3
split_gain=3.68835e-05 3.55769e-05 7.07956e-05 4.43158e-05 9.43686e-05 2.3927e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 0.40359500000000004 0.091555000000000011 -0.017214999999999998 -0.032959999999999996
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=-0.00034226318630729884 0.00033926660793578452 -0.00051595819704789814 0.00047227935914279562 0.00025661976479067868 -0.00012139956892392019 0.00021162304904466522
leaf_weight=0.0013338176560984327 0.0010635874213050798 0.0017964542321921269 0.0010696313102800375 0.0012595120026443977 0.00169091932375987 0.0016281474734992731
leaf_count=468 234 851 298 301 1553 205
internal_value=0 -4.73607e-05 5.47531e-06 -7.28471e-05 -0.000153966 4.19626e-05
internal_weight=0 0.00877848 0.00744466 0.00637503 0.00511552 0.00331907
internal_count=3910 3676 3208 2910 2609 1758
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=8
num_cat=0
split_feature=159 2 12 15 151 16 3
split_gain=3.17119e-05 2.37693e-05 6.38694e-05 7.69409e-05 4.6539e-05 4.26283e-05 3.72483e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.097345000000000015 -0.017214999999999998 -0.0088999999999999982 0.15100500000000003 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.00033260017312461399 -0.00063599149493760981 -0.0002062892547453678 0.00031080454850174443 0.00010029101007783628 0.00056203591654973965 -5.2016764624831771e-05 7.9545560536976385e-05
leaf_weight=0.0010138408980237606 0.0011515965788994071 0.0013082466724955383 0.0010009974662848259 0.0010370648550641686 0.0015507441509448727 0.001426694750719304 0.0010196393579299857
leaf_count=633 417 436 157 772 946 417 132
internal_value=0 3.4292e-05 -9.94723e-05 -0.000287115 0.000114714 0.000219778 0.000370638
internal_weight=0 0.00849498 0.00318966 0.00218866 0.00530532 0.00399708 0.00257038
internal_count=3910 3277 1346 1189 1931 1495 1078
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=7
num_cat=0
split_feature=151 48 51 160 4 4
split_gain=1.01601e-05 2.81243e-05 6.71046e-05 4.35764e-05 3.27636e-05 2.28754e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 -0.063534999999999994 0.15045000000000003 -0.030814999999999995
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=-0.0090205863348715651 0.021440414822910057 0.014562271952524217 -0.023912704043209738 -0.00063200828425635563 0.011518907370689391 -0.019343172661610734
leaf_weight=0.0011085815952364634 0.0010475570897599037 0.0013092467238292882 0.0011058107989680372 0.0017763583111267492 0.0013336669582838245 0.0010335409761767238
leaf_count=423 618 348 468 1238 346 469
internal_value=0 0.0012267 -0.00154601 0.00321853 -0.00138824 -0.00751437
internal_weight=0 0.00760618 0.00629693 0.00519112 0.00414357 0.0028099
internal_count=3910 3487 3139 2671 2053 1707
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=7
num_cat=0
split_feature=11 13 1 4 16 4
split_gain=3.19825e-05 3.66881e-05 4.08518e-05 3.5196e-05 4.78856e-05 5.41221e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.26048500000000002 0.13514000000000004 0.0057500000000000008
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=-6.0922366396913529e-06 -0.00032955076639777295 -5.884791994035084e-05 0.00048890557262412366 -0.00034127786763170565 -0.00027036806054955208 0.00046353376500991763
leaf_weight=0.0013509995572305775 0.0010481445285118142 0.0017866856048522446 0.001219742144710045 0.0012688346071026303 0.0014195210560293825 0.0013302773708176389
leaf_count=926 279 1203 647 243 378 234
internal_value=0 3.376e-05 0.00022877 -5.25953e-05 2.81479e-05 0.000164097
internal_weight=0 0.00837606 0.00257074 0.00580532 0.00453648 0.00311696
internal_count=3910 3631 1573 2058 1815 1437
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.04611e-05 2.56469e-05 2.62074e-05 3.04814e-05 3.64543e-05 4.15262e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.011909005237768212 -0.0096870090081158811 0.01749255831966184 -0.018433671693382708 -0.014645682868384718 0.016059555782646739 0.0073271202956217227
leaf_weight=0.0012542259926908855 0.0010018295653866352 0.0011378224382894517 0.001035705003345553 0.0010332692407108296 0.0016646591714036801 0.0015809161843473398
leaf_count=390 285 193 916 316 560 1250
internal_value=0 0.00117553 0.00371893 0.00077005 0.00449057 -0.00286946
internal_weight=0 0.0077066 0.00645237 0.00531455 0.00428128 0.00261662
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=9.59278e-06 1.99783e-05 4.20135e-05 3.24359e-05 3.08e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.007464325932656596 -0.0089093440972309538 0.017366347489927776 -0.01538257061908664 -0.0060528610619108719 0.015046855751953204
leaf_weight=0.0019785420246265185 0.0010750986248056222 0.0016977254380627508 0.0011734913518047772 0.0013888999638297849 0.0013784461208978323
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00118128 0.00421498 -0.00145067 0.00445714
internal_weight=0 0.0076171 0.00563856 0.00394084 0.00276735
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=6
num_cat=0
split_feature=157 42 43 4 1
split_gain=1.08714e-05 2.28096e-05 4.40251e-05 2.46989e-05 6.49194e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 0.0057500000000000008 0.11215000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0089989950509786251 -0.012132200466872588 0.016084325730957992 -0.010545329286344532 0.019608684430015809 -0.012224747252360002
leaf_weight=0.0011761077818444477 0.0010762420953835091 0.001961750823666431 0.0018961355732477277 0.001349883465123818 0.0012192780562696954
leaf_count=703 977 866 930 218 216
internal_value=0 0.00134141 0.00359763 -0.00188818 0.00450111
internal_weight=0 0.00750329 0.00642705 0.0044653 0.00256916
internal_count=3910 3207 2230 1364 434
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=7
num_cat=0
split_feature=3 39 4 3 15 1
split_gain=1.0769e-05 2.34914e-05 2.9392e-05 7.01791e-05 4.36059e-05 2.60283e-05
threshold=0.13772500000000001 0.085060000000000011 -0.034289999999999994 -0.115685 -0.07142999999999998 0.11097000000000001
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=0.0054516213849605168 0.0085239178363990913 0.012650499236277445 0.0014906304981258641 -0.031291358701743821 0.015385813071519967 -0.017933525960801187
leaf_weight=0.0010076633868114446 0.0012522317556982882 0.0010125394328719802 0.0017795021930121432 0.0010737442830220101 0.0014112046054700973 0.0011266175795930388
leaf_count=248 239 383 765 1469 680 126
internal_value=0 -0.00150251 -0.00374209 -0.0135031 0.000963765 -0.00603955
internal_weight=0 0.00741127 0.00639873 0.00208141 0.00431732 0.00290612
internal_count=3910 3671 3288 1717 1571 891
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=8
num_cat=0
split_feature=147 376 52 2 13 1 2
split_gain=3.2126e-05 2.57194e-05 4.42192e-05 3.8863e-05 7.00533e-05 7.41965e-05 4.23091e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 0.090815000000000021 -0.090929999999999983 0.10521500000000002 1.0000000180025095e-35
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=0.00016710954250532943 0.00032795497895168522 0.00024817799597292602 -0.0002243170290412328 9.2354076517376911e-05 -0.00089097594875431872 -0.00015627265094421853 0.00031666489224311151
leaf_weight=0.0019867682311438166 0.0010042496646660111 0.001024712219576146 0.0012140625438265078 0.0010815590823352204 0.0010499602140558828 0.0010640080218100299 0.0010251263492860965
leaf_count=813 234 194 682 223 603 164 997
internal_value=0 -4.30102e-05 -8.32157e-05 -0.000174727 -0.000313525 -0.000521183 2.33507e-05
internal_weight=0 0.0084462 0.00742148 0.00543472 0.00319553 0.00211397 0.00223919
internal_count=3910 3676 3482 2669 990 767 1679
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 2
split_gain=9.42936e-06 2.05361e-05 3.82751e-05 4.38041e-05 4.32266e-05 4.15288e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10575999999999998 0.090905000000000014
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=0.014461386207091982 0.0067461266257263577 -0.012110986164035374 0.018394754083616165 0.015103901469829768 -0.023098396097845295 -0.013121261490057415
leaf_weight=0.0010547345601011971 0.0016513618849225004 0.0014810209736205908 0.0010438211324331134 0.0010412403490168416 0.0012549215870751788 0.001131372349013139
leaf_count=161 426 1266 689 216 950 202
internal_value=0 -0.00165372 0.00114888 -0.0028673 -0.0083053 0.000186583
internal_weight=0 0.00700711 0.00552609 0.00448227 0.00344103 0.00218611
internal_count=3910 3484 2218 1529 1313 363
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=7
num_cat=0
split_feature=11 13 39 0 49 43
split_gain=3.38693e-05 5.17244e-05 4.55886e-05 8.93579e-05 4.99348e-05 4.24086e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 -0.010424999999999999 -0.072364999999999985
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=0.00036200868625281416 -0.00033129358297961876 -0.00027592064849688312 0.00029169408624404083 -0.00055162122613178341 0.00049995520885864333 3.4834907283980034e-06
leaf_weight=0.0015580561067530746 0.0010695033450057343 0.0014159275925563156 0.0013473049408491465 0.0013428907533237829 0.0010015189868042445 0.0019483613262421657
leaf_count=288 279 353 395 330 901 1364
internal_value=0 3.86672e-05 -3.27307e-05 -0.000109298 2.67575e-05 0.000172041
internal_weight=0 0.00861406 0.007056 0.0057087 0.00436581 0.00294988
internal_count=3910 3631 3343 2948 2618 2265
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=7
num_cat=0
split_feature=11 2 0 3 13 3
split_gain=1.02079e-05 2.51293e-05 3.1735e-05 3.6591e-05 3.02801e-05 2.97525e-05
threshold=1.0000000180025095e-35 0.097940000000000013 -0.053834999999999994 -0.023079999999999996 -0.089899999999999994 0.090325000000000003
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=0.01446856457619358 -0.009467758255560163 0.0216456429350496 -0.016954946066831962 -0.0079051408662708916 0.014055704312649124 -0.0088109235193474539
leaf_weight=0.001290526193701319 0.0010155967418601945 0.0010606965380307049 0.0012954629369629992 0.0016858531445070714 0.0010149424816736415 0.0012950661795670948
leaf_count=2022 304 221 238 310 640 175
internal_value=0 0.00120315 -0.00389044 0.00179586 0.00765847 0.00123593
internal_weight=0 0.00764255 0.00427184 0.00297638 0.00337071 0.00231001
internal_count=3910 3606 2570 2332 1036 815
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=8
num_cat=0
split_feature=147 52 13 151 48 12 15
split_gain=3.38494e-05 3.18085e-05 4.53423e-05 6.25423e-05 6.01469e-05 3.45726e-05 7.06465e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.23438999999999996 -0.044604999999999992 0.091555000000000011 0.095920000000000019 -0.017214999999999998
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=0.0003934709707376562 0.00033898395457573183 -0.00033625699640274243 -0.00048094748403592345 -0.00055871220183542505 0.00045990582620892049 0.00024550224788096069 5.1568858194649986e-05
leaf_weight=0.001005369393526561 0.0010020197794296014 0.0012114670005954776 0.0010944617012265912 0.0011493105511443556 0.0010266082846849579 0.0010100460322622924 0.0019954477499285767
leaf_count=148 234 639 396 587 219 499 1188
internal_value=0 -4.20688e-05 6.87876e-06 -5.50517e-05 3.49096e-05 -7.01025e-05 -0.00017147
internal_weight=0 0.00849271 0.00728124 0.00627587 0.00518141 0.0041548 0.00314476
internal_count=3910 3676 3037 2889 2493 2274 1775
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=8
num_cat=0
split_feature=159 1 2 151 16 1 4
split_gain=3.64746e-05 3.48015e-05 3.43241e-05 4.49935e-05 5.81774e-05 4.93314e-05 2.90156e-05
threshold=-1.0000000180025095e-35 0.11561500000000001 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 0.085990000000000011 -0.010074999999999999
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=-0.00035091482637157639 -1.0435550384256722e-05 0.00026805920998965247 -0.0002743691946329918 5.8300494622919805e-05 -0.00014245534636606264 0.0006480544721698062 -0.000469752578268324
leaf_weight=0.0010298125490537978 0.0010829926833435476 0.001978237603762225 0.0011323657650989514 0.0010232976578144143 0.0013709182660059009 0.0011674103100379027 0.0010332501758947301
leaf_count=633 865 491 358 762 376 147 278
internal_value=0 3.91234e-05 -2.73779e-05 6.60894e-05 0.000174333 0.000372576 -0.000234696
internal_weight=0 0.00878847 0.00681023 0.00469399 0.00356163 0.00219071 0.00211624
internal_count=3910 3277 2786 1643 1285 909 1143
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=7
num_cat=0
split_feature=4 12 2 2 52 4
split_gain=2.40893e-05 2.62427e-05 3.12223e-05 8.77363e-05 3.93356e-05 5.22399e-05
threshold=0.27608500000000008 -0.051479999999999991 0.11125500000000001 0.094400000000000026 -0.087094999999999992 -0.0010999999999999996
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=-0.00032419300046549599 0.00020262079524816472 -0.00022142288367306737 0.00027455652568443036 -0.00046538513696227861 0.00050302721498680166 -5.3010895999240923e-05
leaf_weight=0.0011372413104781091 0.0018021880356306587 0.0010677058612353178 0.0012686469461441335 0.0015160489861541044 0.0013020666160664873 0.0012963861811962783
leaf_count=287 441 427 378 542 1446 389
internal_value=0 -4.95617e-05 -1.14613e-06 -6.86404e-05 9.54235e-05 0.000225616
internal_weight=0 0.0075881 0.00645085 0.00518221 0.00366616 0.00259845
internal_count=3910 3469 3182 2804 2262 1835
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=7
num_cat=0
split_feature=1 12 2 12 1 3
split_gain=1.15209e-05 2.14554e-05 2.70509e-05 5.71354e-05 3.972e-05 2.60751e-05
threshold=0.12730000000000002 0.098845000000000016 0.086650000000000019 0.085185000000000025 0.088675000000000018 -0.032959999999999996
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=-0.019958534832633809 0.0084940153646637807 -0.014019434327495986 -0.017616209511873603 0.023769185964553116 0.0065651812712703376 0.0027083522564370324
leaf_weight=0.0010226570100214057 0.0013369113683249006 0.0011693844002074851 0.0010587709165475496 0.0012005703891437253 0.0018951555562926822 0.0010074838152316682
leaf_count=1155 345 520 344 957 390 199
internal_value=0 -0.00159765 0.000751051 0.0053742 -0.00210211 -0.0087098
internal_weight=0 0.00735402 0.00618464 0.0041545 0.00295393 0.00203014
internal_count=3910 3565 3045 1691 734 1354
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=6
num_cat=0
split_feature=1 150 484 4 12
split_gain=9.34137e-06 1.79089e-05 2.54229e-05 2.23561e-05 2.53896e-05
threshold=0.12730000000000002 0.08486500000000001 0.042570000000000004 -0.078094999999999984 0.085250000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0016397085244502973 0.0076501521818878801 0.0082314343727447076 0.010407405354559114 -0.020925231579016986 -0.0023399529869996753
leaf_weight=0.0018436735391893647 0.0013359950440421644 0.0015181409341893538 0.0010159528936400514 0.0016002812904125883 0.0013595083100852879
leaf_count=1075 345 395 408 510 1177
internal_value=0 -0.00144114 -0.00396447 -0.00700419 -0.0123885
internal_weight=0 0.00733756 0.00581942 0.00480346 0.00295979
internal_count=3910 3565 3170 2762 1687
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=8
num_cat=0
split_feature=147 11 0 48 42 4 12
split_gain=4.50145e-05 4.51108e-05 3.42283e-05 9.95632e-05 4.49118e-05 4.4262e-05 2.26385e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 0.074650000000000008 0.083325000000000024
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=-0.00026072304360048431 0.000373362640967617 -0.0004420717037653774 0.00037391980814574022 0.0006017172545584018 -0.00034025889555699458 -0.0002724149762474414 -3.8994547839741875e-06
leaf_weight=0.0015663306134710364 0.0010650066294303024 0.0010156481388019448 0.0014031141805055242 0.0010882792576848987 0.0014731623489889654 0.0010383277671517045 0.0010783247936409545
leaf_count=151 234 284 262 491 1389 260 839
internal_value=0 -5.38135e-05 -2.25006e-06 6.43246e-05 -5.28077e-05 6.7502e-05 0.000209736
internal_weight=0 0.00866319 0.00764754 0.00608121 0.00499293 0.00351977 0.00248144
internal_count=3910 3676 3392 3241 2750 1361 1101
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=6
num_cat=0
split_feature=4 151 16 15 13
split_gain=9.53346e-06 2.04072e-05 3.59819e-05 2.38046e-05 3.34721e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 -0.064869999999999983 -0.0019849999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010889345527537926 0.0067716099489207012 -0.01542253128551108 -0.011514975667147789 0.016429770013606581 -0.004738617427085659
leaf_weight=0.0010947690853176321 0.0016602426573933222 0.0018756493637952058 0.0010639647899214509 0.0015021700641999372 0.0014858274378676682
leaf_count=497 426 578 587 1217 605
internal_value=0 -0.00165441 -0.00397112 0.00132973 0.00590347
internal_weight=0 0.00702238 0.00592761 0.00405196 0.002988
internal_count=3910 3484 2987 2409 1822
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=6
num_cat=0
split_feature=160 16 151 1 2
split_gain=1.01468e-05 2.04443e-05 3.69689e-05 5.69293e-05 3.14682e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.0088999999999999982 0.095575000000000007 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=-0.0065176428484952104 -0.010215512520542857 -0.015165719361904445 -0.0052292092687303221 0.023058546593151978 0.0060764822229276341
leaf_weight=0.0018904018211114331 0.0010061686940852064 0.0014287857853282336 0.0011714233640752322 0.0018118037017242892 0.0013623352549534504
leaf_count=1218 192 566 1143 336 455
internal_value=0 0.00176728 0.00636021 0.0119508 -0.00479748
internal_weight=0 0.00678052 0.0039894 0.00298323 0.00279112
internal_count=3910 2692 1671 1479 1021
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=7
num_cat=0
split_feature=11 16 3 12 2 0
split_gain=9.26327e-06 2.54937e-05 2.38973e-05 4.10497e-05 3.56025e-05 4.5332e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.016619999999999996 0.085945000000000008 0.097940000000000013 -0.11756999999999999
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=-0.011992009523108547 -0.0090007767046979999 0.026537314062009699 0.0046441386019201898 0.00078687341531261893 0.0091677375505171185 -0.024926699531471551
leaf_weight=0.001235597337226951 0.0010168242691237749 0.001035794706711864 0.0010338304205715805 0.0015387406713955444 0.0017554688623784061 0.0010398459433118143
leaf_count=380 304 697 125 1854 343 207
internal_value=0 0.00115923 0.00369678 0.0111469 -0.0013123 -0.0101842
internal_weight=0 0.00763928 0.00640368 0.00257454 0.00382915 0.00207368
internal_count=3910 3606 3226 2551 675 332
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=7
num_cat=0
split_feature=159 4 48 2 3 15
split_gain=2.45062e-05 2.65475e-05 2.97449e-05 4.67561e-05 5.85215e-05 4.11353e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 0.094275000000000012 0.10393500000000001 -0.075954999999999981 -0.017214999999999998
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=-0.00029123983124823251 -0.000267284745471481 0.00026501032420632632 0.00029174471717833102 -0.00041468659226674644 -2.8699056116611782e-05 0.00044690022535343786
leaf_weight=0.0010036101632831034 0.0017202811391649219 0.0015451941100328402 0.0010028350129086807 0.0012213871074620132 0.0015076498422929524 0.0013038586820353613
leaf_count=633 1572 412 324 451 271 247
internal_value=0 3.3151e-05 -1.98785e-05 -7.41975e-05 1.75696e-05 0.000191864
internal_weight=0 0.00830121 0.00675601 0.00575318 0.00453179 0.00281151
internal_count=3910 3277 2865 2541 2090 518
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=7
num_cat=0
split_feature=159 47 3 3 1 3
split_gain=2.51378e-05 2.9966e-05 3.27272e-05 7.62241e-05 8.134e-05 3.40299e-05
threshold=-1.0000000180025095e-35 0.096770000000000009 -0.069909999999999986 0.11818000000000002 0.094485000000000013 -0.12008499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00029461211551160183 -8.7173078338117094e-06 0.00028496923114230808 1.398217585797791e-05 -0.0002626835082598519 0.00072016436478585552 -0.00044893153602786371
leaf_weight=0.0010046701096306362 0.0016995782204215506 0.0014983222340359528 0.0015948572195085432 0.0014968323761922571 0.0010334318844687244 0.001120070695490622
leaf_count=633 336 300 393 217 372 1659
internal_value=0 3.34797e-05 -2.07787e-05 9.05057e-05 0.00029165 -0.000183587
internal_weight=0 0.00844309 0.00694477 0.00412512 0.00262829 0.00281965
internal_count=3910 3277 2977 982 765 1995
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=7
num_cat=0
split_feature=11 13 39 0 49 43
split_gain=2.16907e-05 3.08429e-05 4.8377e-05 9.12712e-05 4.68007e-05 4.80505e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 -0.010424999999999999 -0.016244999999999996
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=0.00029071299282592959 -0.00026461807550465157 -0.00025770822715058268 0.00032087092016809077 -0.00055775312582069601 0.0005285954434814474 -5.0731318154673433e-06
leaf_weight=0.0014956265811376197 0.0010400501209898915 0.001378404166190604 0.0012942056953871234 0.0012860522501462164 0.0010001430839862344 0.0018457260886704119
leaf_count=288 279 353 395 330 1224 1041
internal_value=0 3.57647e-05 -2.02726e-05 -0.000100397 3.88425e-05 0.000182478
internal_weight=0 0.00830016 0.00680453 0.00551033 0.00422427 0.00284587
internal_count=3910 3631 3343 2948 2618 2265
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=6
num_cat=0
split_feature=1 4 47 48 0
split_gain=1.09736e-05 2.65196e-05 1.65878e-05 3.28675e-05 5.99214e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.085790000000000019 -0.087614999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0029925718683257519 0.021770314021608617 -0.017825297221974106 -0.0064857145422407784 -0.0073034683507002887 -0.0068216687185335195
leaf_weight=0.0014862998917583871 0.0019564451699945118 0.0010401578523187489 0.0016061977594311432 0.0014160934775016587 0.001172114924589364
leaf_count=422 434 1586 328 278 862
internal_value=0 -0.00557827 0.00224959 0.00533688 0.0110583
internal_weight=0 0.00252646 0.00615085 0.00454465 0.00312856
internal_count=3910 2008 1902 1574 1296
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=6
num_cat=0
split_feature=160 4 1 43 16
split_gain=1.05523e-05 1.90701e-05 3.1312e-05 4.24383e-05 3.97722e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -0.013304999999999999 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0066162944298362907 0.020863913738659774 0.010512047862061984 0.0050469240767593267 -0.022721001552254663 -0.0039629193886138265
leaf_weight=0.0018974328032057512 0.0010640406844667997 0.0018390133665690239 0.0010015892537199064 0.001221779768974252 0.0016395003613966022
leaf_count=1218 601 396 318 363 1014
internal_value=0 0.0018223 -0.00142123 -0.010212 0.00580825
internal_weight=0 0.00676592 0.00492691 0.00222337 0.00270354
internal_count=3910 2692 2296 681 1615
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=7
num_cat=0
split_feature=376 43 52 2 15 4
split_gain=2.23298e-05 3.59655e-05 4.79435e-05 5.37611e-05 4.70528e-05 2.85496e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 0.10796500000000002 -0.064869999999999983 0.05309500000000001
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=-0.00020055165544560346 0.00026822423494425916 -0.00038605125122244855 -0.00028702011250286675 -0.00018473795308089245 0.00046757713499830268 0.00026327336282724146
leaf_weight=0.0010362786936713114 0.0010268342664768006 0.0010043105264390369 0.001615644934962612 0.0017727209521046406 0.0017266297457718895 0.0010050516663574081
leaf_count=411 206 401 1074 490 1107 221
internal_value=0 -3.85777e-05 1.01864e-05 9.68509e-05 0.000229331 2.78132e-05
internal_weight=0 0.00816064 0.00715633 0.00554068 0.00376796 0.00204133
internal_count=3910 3704 3303 2229 1739 632
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=7
num_cat=0
split_feature=15 1 15 1 16 2
split_gain=1.01723e-05 2.61999e-05 4.16683e-05 5.4491e-05 5.32985e-05 2.93312e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998 0.089910000000000004
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=-0.0086592701159289905 -0.0091713488969239563 0.00056760832977215472 0.021203096785098532 0.0044404883444199112 -0.025782462439628076 0.024345399045100424
leaf_weight=0.001972126868181788 0.0010666523395242841 0.0010775718524659783 0.0012068662622823018 0.0012008636474860792 0.0011349953920636315 0.0010004311199445573
leaf_count=1064 1436 297 376 290 265 182
internal_value=0 0.00125764 0.00473716 0.000234937 -0.0102449 0.0120152
internal_weight=0 0.00759286 0.00562073 0.00441386 0.00233586 0.002078
internal_count=3910 2474 1410 1034 555 479
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=7
num_cat=0
split_feature=1 12 1 48 2 0
split_gain=1.10368e-05 1.79671e-05 2.3127e-05 5.45479e-05 4.46166e-05 4.79858e-05
threshold=0.12730000000000002 0.098845000000000016 0.11097000000000001 0.090910000000000005 0.10066500000000002 -0.073129999999999987
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=-0.0056820116710150307 0.0083510981249041733 -0.012914578292835986 -0.012293605044183347 0.024122772341337181 -0.020002642624084271 0.020379260486129688
leaf_weight=0.0018298452878964661 0.0013310324671922669 0.0011685840203046029 0.0011321797724327346 0.0010235888567289748 0.001002959974840198 0.0011508756886199794
leaf_count=1853 345 520 263 288 384 257
internal_value=0 -0.00154947 0.000613764 0.00353221 -0.00175844 0.00438041
internal_weight=0 0.00730803 0.00613945 0.00500727 0.00398368 0.00298072
internal_count=3910 3565 3045 2782 2494 2110
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=7
num_cat=0
split_feature=1 0 13 0 3 12
split_gain=1.07203e-05 2.58035e-05 2.11142e-05 2.63922e-05 4.11553e-05 1.80205e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.13934999999999997 -0.074249999999999997 0.086245000000000016 0.088325000000000015
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=-0.013691233355134075 0.016809910773058129 -0.0052761066915647239 -0.017359132269503454 0.00062487036962209099 0.0056468927256015907 0.019075747327995496
leaf_weight=0.0012540834599153216 0.0010966865789282677 0.0010218977659947242 0.0014586670712887838 0.0011189177745004836 0.0016652989588651669 0.0010045832408025932
leaf_count=182 246 305 2207 266 172 532
internal_value=0 0.00615673 -0.00203413 0.000751777 -0.00509526 0.00935359
internal_weight=0 0.00211858 0.00650155 0.00524747 0.00312397 0.0021235
internal_count=3910 551 3359 3177 2379 798
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=7
num_cat=0
split_feature=16 1 3 2 3 1
split_gain=1.0354e-05 2.58189e-05 3.63056e-05 2.93846e-05 4.46741e-05 9.31189e-05
threshold=-0.52908499999999992 0.10786000000000001 0.12046500000000002 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.0095176843019648769 -0.015162837228016944 0.018343605255595096 -0.0057689083720540114 -0.017554488397586023 0.031096642505169789 -0.0069883679780971394
leaf_weight=0.0010125431585593682 0.001177698806314899 0.0016475612818940889 0.0010055445090625362 0.0010860092796742336 0.0010682366741271907 0.0016089362597435616
leaf_count=179 1065 462 205 493 851 655
internal_value=0 0.00124763 0.0092048 -0.00302514 0.00106812 0.00820819
internal_weight=0 0.00759399 0.00265311 0.00494088 0.00385487 0.00267717
internal_count=3910 3731 667 3064 2571 1506
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=7
num_cat=0
split_feature=2 42 47 16 52 16
split_gain=8.82174e-06 2.70143e-05 2.96437e-05 4.22123e-05 3.43005e-05 4.6407e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 0.096770000000000009 -0.19424999999999998 0.091210000000000013 0.050115000000000007
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=0.0082275278932697222 -0.017802255850311446 -0.015871162825721537 0.016869067024916397 0.0067622427874792683 0.018097448690234018 -0.019339549750462006
leaf_weight=0.0011277853294095778 0.0012549711722999951 0.0010820610261991119 0.0010170599474512354 0.0019319966093076281 0.0011178165219134931 0.0010520729949200379
leaf_count=280 304 792 255 1371 444 464
internal_value=0 -0.00126213 0.00121796 -0.00175358 0.00315651 -0.00244029
internal_weight=0 0.00745598 0.00637392 0.00535686 0.00410189 0.00298407
internal_count=3910 3630 2838 2583 2279 1835
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=6
num_cat=0
split_feature=51 48 2 0 43
split_gain=9.84508e-06 2.05766e-05 3.69594e-05 6.63789e-05 5.55857e-05
threshold=0.08955500000000001 0.092065000000000022 0.10946500000000002 0.012625000000000003 -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=-0.0053083774892613532 -0.0081727126143292268 -0.011528743454495683 0.018995520462603874 -0.020004958801996573 0.019105746013271346
leaf_weight=0.0019353382939355265 0.0012612975876057407 0.0010542279954832961 0.0012446555295061177 0.0012704936447278424 0.0017998537646181606
leaf_count=1734 487 310 498 212 669
internal_value=0 0.00139458 0.00357432 -0.00026013 0.0064559
internal_weight=0 0.00730457 0.00625034 0.00500569 0.00373519
internal_count=3910 3423 3113 2615 2403
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=7
num_cat=0
split_feature=157 49 13 1 1 3
split_gain=9.30832e-06 2.32584e-05 3.66304e-05 5.37511e-05 3.65462e-05 3.27993e-05
threshold=-1.0000000180025095e-35 0.073145000000000016 -0.070604999999999987 0.089075000000000015 0.085990000000000011 0.082730000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.0083307319928742976 -0.0025586026536213728 0.014188332682825794 0.00920675569228422 -0.0055899169918439224 0.023148794979275668 -0.028218730592389343
leaf_weight=0.0011622937439033513 0.0012182758792945825 0.0011765475531380579 0.0013625779851215306 0.0014945839105416567 0.0010126745093262256 0.0011209278134526879
leaf_count=703 631 578 845 501 519 133
internal_value=0 0.00129679 -0.00114603 -0.00689799 0.00911052 -0.0152879
internal_weight=0 0.00738559 0.00620904 0.00397809 0.00223095 0.00261551
internal_count=3910 3207 2629 1479 1150 634
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=7
num_cat=0
split_feature=11 48 2 1 1 3
split_gain=2.04162e-05 2.87684e-05 4.55074e-05 4.94431e-05 4.57099e-05 4.75103e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.10884000000000001 1.0000000180025095e-35 0.045635000000000002
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=-0.00020759183733768343 -0.0002686669119096425 0.0002941020221164181 0.00032531452398748518 -0.00040301587298119526 0.00046218474369760722 -0.00010710020459291047
leaf_weight=0.0019526649002336756 0.0010067891550612903 0.001305547311717249 0.0011913240219885834 0.0014904063723026311 0.0012310733749362833 0.0010395656850106223
leaf_count=1641 279 339 471 273 709 198
internal_value=0 2.71783e-05 -2.32894e-05 -9.59743e-05 1.23809e-05 0.000201549
internal_weight=0 0.00821058 0.00690503 0.00571371 0.0042233 0.00227064
internal_count=3910 3631 3292 2821 2548 907
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=7
num_cat=0
split_feature=1 47 4 2 16 2
split_gain=8.82463e-06 1.83441e-05 3.27784e-05 3.39944e-05 2.64837e-05 3.25187e-05
threshold=0.12730000000000002 0.09252500000000001 0.015635000000000003 0.11085000000000002 -0.0099649999999999982 0.096540000000000015
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=-0.013762264962710331 0.0075063326900087855 -0.01357814370060308 0.022612957058082701 -0.0021800435064511115 -0.0098877405120835829 0.014621447176680522
leaf_weight=0.0017891007876070456 0.0013187317897149723 0.0010544964768813576 0.0011264196548056891 0.0010864286497969603 0.0010559564490622126 0.0011108219336226403
leaf_count=1597 345 340 372 252 654 350
internal_value=0 -0.00138943 0.000694137 0.0104405 -0.0047578 0.00267715
internal_weight=0 0.00722322 0.00616873 0.00221285 0.00395588 0.00216678
internal_count=3910 3565 3225 624 2601 1004
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=7
num_cat=0
split_feature=52 4 12 2 2 0
split_gain=8.67219e-06 2.78733e-05 2.18215e-05 2.66712e-05 2.96464e-05 7.78241e-06
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.083585000000000007 0.10113500000000002 -0.15291499999999997
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=-0.0062486280881880948 -0.01258608058399556 0.013293115946460246 -0.014732049292844891 0.016990834688025327 0.0038421352401968902 -0.0085493456106181028
leaf_weight=0.001342017013516101 0.0011129698995981127 0.0016002302596456555 0.0011311390065464957 0.0013135386800834383 0.0010234620622826558 0.0010040692652928604
leaf_count=795 701 395 379 1193 146 301
internal_value=0 0.00437974 -0.0023286 0.000821352 0.00528761 -0.00229434
internal_weight=0 0.00294225 0.00558518 0.00445404 0.00334107 0.00202753
internal_count=3910 1190 2720 2341 1640 447
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=8
num_cat=0
split_feature=147 11 0 48 42 4 52
split_gain=2.74077e-05 3.73142e-05 5.95974e-05 8.84093e-05 5.91813e-05 4.42552e-05 2.04208e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.086870000000000017 0.084100000000000022 0.074650000000000008 0.0074400000000000013
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=-0.00033728112973245556 0.0003029707386253794 -0.00039261286160386218 0.00043949021295255393 0.00060207131297517445 -0.00034739572580667162 -0.00021826590752476685 7.9704457261611667e-05
leaf_weight=0.0015196903738885362 0.0010145223691297263 0.0010059076704250387 0.0012758595338593051 0.0010917502067403495 0.001449643271787043 0.0010192412793724268 0.0011561156120886867
leaf_count=151 234 284 595 491 1389 260 506
internal_value=0 -3.79627e-05 9.5255e-06 9.74736e-05 -1.49341e-05 0.000124712 0.000268455
internal_weight=0 0.00851821 0.0075123 0.00599261 0.00490086 0.00345122 0.00243198
internal_count=3910 3676 3392 3241 2750 1361 1101
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=7
num_cat=0
split_feature=159 47 0 1 2 3
split_gain=3.23707e-05 3.25151e-05 4.38079e-05 7.39721e-05 2.9866e-05 0.000102592
threshold=-1.0000000180025095e-35 0.096770000000000009 -0.16128999999999996 0.11257500000000001 0.10393500000000001 -0.069909999999999986
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=-0.00033199316500209092 -0.00030181516078920935 0.0003003900753013797 -0.00028703423677779754 0.00053834325452549534 -0.00033081912235373857 0.00041490030262059905
leaf_weight=0.0010209037555695541 0.0016131346920204509 0.00149092791999562 0.0016776094613449885 0.0010319366643092584 0.0010665731895002405 0.0015311933792280725
leaf_count=633 203 300 1618 382 450 324
internal_value=0 3.77401e-05 -1.88447e-05 6.71629e-05 -4.65647e-05 4.79186e-05
internal_weight=0 0.00841138 0.00692045 0.00530731 0.00427538 0.0032088
internal_count=3910 3277 2977 2774 2392 1942
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=8
num_cat=0
split_feature=159 1 4 4 0 52 52
split_gain=3.33951e-05 3.71231e-05 5.16109e-05 3.71752e-05 5.32063e-05 3.48268e-05 5.30422e-05
threshold=-1.0000000180025095e-35 0.11235500000000002 0.24280000000000004 -0.0017649999999999999 -0.17106499999999999 -0.088354999999999989 0.084240000000000023
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=-0.0003399551224650442 -0.00021012861157610762 -3.9980408811049025e-05 0.00053702725937241973 0.00013101942813865841 -0.00044527528258873916 0.00051008581930759135 -7.5493929518983787e-05
leaf_weight=0.001006747775652391 0.0010344566936296264 0.0012067920097434282 0.001177519919898418 0.0010076733328611975 0.001584364821386605 0.0012039162996297969 0.0011752876243053155
leaf_count=633 555 240 322 106 610 774 670
internal_value=0 3.79813e-05 0.000244981 -4.41995e-05 -0.000221237 9.02271e-05 0.000220819
internal_weight=0 0.00839001 0.00238431 0.0060057 0.00259204 0.00341366 0.0023792
internal_count=3910 3277 562 2715 716 1999 1444
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=7
num_cat=0
split_feature=11 13 16 51 16 2
split_gain=1.80888e-05 2.47148e-05 2.75729e-05 2.83318e-05 3.66064e-05 4.74156e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 0.08955500000000001 0.15100500000000003 0.089785000000000018
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=0.0002314640526361421 -0.00024931918222915989 -0.00032447262304859407 1.5869717657371162e-05 -0.0002671820738553785 -0.00016248331596614222 0.00052578012505007272
leaf_weight=0.0017937220149644405 0.0010155131932001451 0.0010203961774340031 0.0017319707796616436 0.0010168133468437595 0.0014118702585990133 0.0011779804418440604
leaf_count=534 279 261 1416 346 458 616
internal_value=0 2.81937e-05 -2.91437e-05 2.73038e-05 9.65887e-05 0.000222287
internal_weight=0 0.00815275 0.00635903 0.00533863 0.00432182 0.00290995
internal_count=3910 3631 3097 2836 2490 2032
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=2.72944e-05 3.06377e-05 4.096e-05 2.2253e-05 5.67514e-05 5.37307e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.094385000000000011 -0.0039399999999999991 0.053925000000000008
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=-0.00023901690338700048 -0.00030874330000491094 0.0004037665918659561 -0.00044764963639602572 0.00037481531110048215 0.00012085530448751971 -0.00017121859624354106
leaf_weight=0.0013416114641497251 0.0010153184368169943 0.0012641650976335326 0.0011394562452681847 0.0015849603077572566 0.0016565866806231514 0.0012309628590297839
leaf_count=394 279 195 1046 499 1253 244
internal_value=0 3.20275e-05 8.49113e-05 1.30852e-05 -0.000110824 0.00013612
internal_weight=0 0.00821774 0.00687613 0.00561197 0.00279604 0.00281592
internal_count=3910 3631 3237 3042 2299 743
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=8
num_cat=0
split_feature=376 52 43 1 52 0 16
split_gain=2.87056e-05 4.24827e-05 4.17348e-05 3.42386e-05 3.29435e-05 6.28631e-05 7.28974e-05
threshold=0.048375000000000008 -0.081429999999999989 -0.072649999999999978 0.076710000000000014 -0.0066199999999999991 -0.087614999999999985 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00048528999339194642 0.00030452160551860561 -0.00037658941495302087 -7.049670443913571e-05 -0.00033282723755592779 -0.00010733219506095168 -0.00034945584842103214 0.00054206669008889706
leaf_weight=0.0010271592377116678 0.0010500983625225833 0.0015095342953348589 0.0010509027167212017 0.0011241900339386663 0.0013518689254619527 0.001077788843049625 0.0013072095910374405
leaf_count=457 206 1546 420 260 245 584 192
internal_value=0 -3.92246e-05 0.000204221 -0.000118636 -3.85317e-05 5.00034e-05 0.000211914
internal_weight=0 0.00844865 0.00207806 0.00637059 0.00486106 0.00373687 0.00265908
internal_count=3910 3704 877 2827 1281 1021 437
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=6
num_cat=0
split_feature=47 159 12 2 1
split_gain=8.91345e-06 2.55715e-05 3.15114e-05 3.18846e-05 5.48011e-05
threshold=0.10561500000000001 0.073745000000000019 0.10058500000000002 0.10113500000000002 0.078340000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.02249752379382363 0.0072314212862501868 0.012204297319063917 -0.019954689094282312 -0.010937088562866463 -0.0049187980161490945
leaf_weight=0.0011756401715786828 0.0014146095648497276 0.0011514814215363503 0.0010334008321760879 0.0019092121059719929 0.0019193658350350666
leaf_count=1260 280 631 407 539 793
internal_value=0 -0.00145239 -0.00405696 -0.000773987 0.00549531
internal_weight=0 0.0071891 0.00603762 0.00500422 0.00309501
internal_count=3910 3630 2999 2592 2053
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=8
num_cat=0
split_feature=147 52 13 52 43 2 2
split_gain=3.26626e-05 2.78428e-05 4.4166e-05 6.04281e-05 3.8908e-05 7.19652e-05 2.33999e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 0.099990000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=2.8489781685793278e-05 0.00033209937056744541 -0.00031814895538682529 0.00025583717569997239 -0.00050206792947755095 0.00025269639764618237 -0.00045348712579917352 0.00041897108643174346
leaf_weight=0.0011736446039680049 0.0010090062394376509 0.0011973996043147892 0.0013218653457686916 0.0013201360982819711 0.0011872940052859767 0.0010414977660693193 0.0011865425188155264
leaf_count=748 234 639 567 1013 337 164 208
internal_value=0 -4.12041e-05 4.65598e-06 -0.000102016 -0.000235305 -7.72979e-05 0.000224797
internal_weight=0 0.00842838 0.00723098 0.00487079 0.00354893 0.00222879 0.00236019
internal_count=3910 3676 3037 2081 1514 501 956
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=7
num_cat=0
split_feature=376 43 151 1 1 1
split_gain=2.01153e-05 3.27532e-05 4.03138e-05 5.40126e-05 6.81364e-05 4.06473e-05
threshold=0.048375000000000008 0.083940000000000015 -0.076429999999999984 0.095575000000000007 0.079945000000000016 0.11931500000000002
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=0.00026029691722529526 0.00016880460359269323 -0.00045424408264683027 -9.533221682755789e-05 0.00020842164398849537 -0.00073774464523159139 -0.00023125695810958244
leaf_weight=0.0011509647188604677 0.0010270653965868898 0.0010026634031718371 0.0016081895387896423 0.0019480629972925428 0.0010486834085769896 0.0013817921260536594
leaf_count=480 206 401 1555 429 557 282
internal_value=0 -0.000122398 -7.57823e-05 -0.000140394 -0.000348896 2.59679e-05
internal_weight=0 0.00814036 0.00713769 0.00598673 0.00265687 0.00332986
internal_count=3910 3704 3303 2823 2112 711
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=7
num_cat=0
split_feature=3 1 0 52 47 1
split_gain=2.2383e-05 3.28928e-05 5.34512e-05 3.63137e-05 6.00076e-05 0.000108344
threshold=-0.15464999999999998 0.088010000000000019 -0.084074999999999997 -0.074484999999999982 0.09252500000000001 0.11477000000000001
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=0.00026922814038370032 -0.00055492509534735474 -0.00019744057808622533 -4.6428643095487707e-06 0.00065340794590817628 -0.00021655399783549733 -0.00017159983819730034
leaf_weight=0.0010392455260507709 0.0010568865135282453 0.0015195358736889448 0.0018963222148848369 0.0015523369533312118 0.001116261731451392 0.0010102941043972301
leaf_count=259 1167 389 1066 514 211 304
internal_value=0 -3.63244e-05 -0.000201576 5.75547e-05 0.000162878 0.000328156
internal_weight=0 0.00815164 0.00295321 0.00519843 0.00367889 0.00256263
internal_count=3910 3651 2233 1418 1029 818
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=7
num_cat=0
split_feature=2 2 0 0 13 3
split_gain=1.11898e-05 2.8578e-05 3.1504e-05 6.94396e-05 1.66332e-05 1.93417e-05
threshold=0.099015000000000006 0.090905000000000014 -0.066689999999999985 -0.10575999999999998 -0.089899999999999994 0.11265500000000002
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=0.0085307435724799666 0.013533182785133295 -0.01749178036337868 0.011927186338135805 -0.026234622706669264 0.0075696172990914901 -0.010385119360911904
leaf_weight=0.0013305710379718076 0.0012364444009779051 0.0010906692367635661 0.0015419306191231338 0.0010111293844966354 0.0012979529174893057 0.0011157196260487834
leaf_count=249 254 509 296 1710 771 121
internal_value=0 -0.00318893 0.000827848 -0.00648069 0.00410155 -0.000729956
internal_weight=0 0.0049743 0.00388363 0.0023417 0.00365012 0.00241367
internal_count=3910 2764 2255 1959 1146 892
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=8
num_cat=0
split_feature=159 2 16 16 2 16 15
split_gain=2.40679e-05 2.59987e-05 4.23607e-05 3.6564e-05 3.31141e-05 5.25792e-05 7.55563e-05
threshold=-1.0000000180025095e-35 0.097940000000000013 -0.13863999999999996 0.15100500000000003 -1.0000000180025095e-35 0.070590000000000014 -0.0071449999999999994
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=-0.0002892820308658565 0.00022951796424298187 -8.5876642535319278e-05 0.00060073861205337648 7.7718497247795948e-05 -0.00032771731814593385 -0.00052200545286878867 0.00036068680580272249
leaf_weight=0.0010044844694035186 0.0011143141678816759 0.0015712769411146774 0.0010378367700833899 0.0010179433924816133 0.0012897944787530929 0.0010658040284147112 0.0011681311138670386
leaf_count=633 271 339 361 335 641 278 1052
internal_value=0 3.21456e-05 0.000156503 0.000341759 -6.51048e-05 -0.000158274 -5.52705e-07
internal_weight=0 0.0082651 0.00362706 0.00205578 0.00463804 0.00352373 0.00245793
internal_count=3910 3277 1035 696 2242 1971 1693
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=6
num_cat=0
split_feature=1 4 47 4 1
split_gain=1.01304e-05 2.69139e-05 1.89563e-05 3.04551e-05 8.95131e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 0.0051950000000000008 0.11097000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0031987570981737881 -0.0039833899601399965 -0.017873238226026409 -0.0072777555386048997 0.035022752243772035 -0.0029846132278173224
leaf_weight=0.0014766000524794902 0.0019582958265392299 0.0010281947791329809 0.0015938456538221726 0.0010494327891386183 0.0015130842423687334
leaf_count=422 1047 1586 328 169 358
internal_value=0 -0.0054511 0.00209951 0.00540553 0.0125806
internal_weight=0 0.00250479 0.00611466 0.00452081 0.00256252
internal_count=3910 2008 1902 1574 527
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=7
num_cat=0
split_feature=2 52 150 0 12 13
split_gain=9.77204e-06 3.83763e-05 2.888e-05 2.02055e-05 1.95303e-05 2.21044e-05
threshold=0.10946500000000002 0.084890000000000007 0.085360000000000005 -0.13506999999999997 0.093125000000000013 -0.016579999999999998
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=-0.010110636297168886 -0.0021958343596595793 -0.016947581974167705 -0.012855770070921625 0.015882971901487197 0.01758226194663479 0.0089023323542066195
leaf_weight=0.0010017872409198874 0.0015361993685164743 0.0013771844883087034 0.0010155556539007873 0.0010345168173789816 0.0010680643315339701 0.0015694260754356803
leaf_count=838 208 1032 271 559 456 546
internal_value=0 -0.00228346 0.00205509 0.0050795 0.00621602 0.00149457
internal_weight=0 0.00603202 0.00465483 0.00257072 0.00363928 0.00257121
internal_count=3910 3143 2111 767 1840 1384
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=7
num_cat=0
split_feature=157 42 43 1 48 16
split_gain=9.4343e-06 2.14529e-05 3.96473e-05 2.38948e-05 2.83644e-05 2.64227e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 0.094695000000000015 0.082070000000000018 -0.086699999999999985
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=-0.0084224439103938748 -0.01184876634979741 0.015379179497755364 0.0018135058339798168 0.014732368755302939 -0.00723015801495769 -0.021011083698454454
leaf_weight=0.0011695779128979905 0.0010713070458506996 0.0019362458872253917 0.0010002170607830917 0.0013276913400572172 0.0010555526380140337 0.0010289515077027687
leaf_count=703 977 866 330 347 163 524
internal_value=0 0.00124083 0.00344964 -0.00178525 0.00500504 -0.0097604
internal_weight=0 0.00741997 0.00634866 0.00441241 0.00238324 0.00202917
internal_count=3910 3207 2230 1364 510 854
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=8
num_cat=0
split_feature=147 2 48 13 15 3 4
split_gain=3.24765e-05 2.64854e-05 4.50279e-05 4.52442e-05 5.18489e-05 6.77726e-05 4.8009e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 -0.075679999999999983 -0.0017649999999999999
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=0.00018329157162918049 0.00032721833045719627 -0.00033919827016785291 0.0003590501967821261 0.00019264744524307779 -0.00068654077752916488 0.00020581611491837424 -0.00039268679031867677
leaf_weight=0.0018957184839956554 0.001010358368608035 0.0010310857790272144 0.0011158229985986897 0.0010729710493847964 0.0011501162834498162 0.0010340536683644908 0.0010271187538809562
leaf_count=915 234 327 321 244 1303 387 179
internal_value=0 -4.50402e-05 -3.46802e-06 -6.89223e-05 -0.000180523 -0.000305209 -9.24285e-05
internal_weight=0 0.00832689 0.0072958 0.00617998 0.00428426 0.00321129 0.00206117
internal_count=3910 3676 3349 3028 2113 1869 566
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=7
num_cat=0
split_feature=42 0 15 15 16 0
split_gain=1.10004e-05 2.13617e-05 3.43804e-05 3.15618e-05 4.58178e-05 3.58458e-05
threshold=0.093125000000000013 0.039665000000000006 0.024640000000000006 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999
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=-0.0079575249001522397 -0.00938385365575445 0.01200689847698351 -0.018224321233227047 0.017630402616265146 -0.017007774395607116 0.01576323763849859
leaf_weight=0.0011056374103532076 0.001105032443028669 0.0014930047112592763 0.0010061128069024025 0.0010302740370009954 0.0013456730696338598 0.0015031917714951526
leaf_count=131 787 272 1077 368 667 608
internal_value=0 0.00130479 -0.00136231 0.00204107 -0.00202045 0.00571024
internal_weight=0 0.00748389 0.00599089 0.00498478 0.0039545 0.00260883
internal_count=3910 3123 2851 1774 1406 739
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=8
num_cat=0
split_feature=11 48 2 150 52 16 0
split_gain=2.32782e-05 3.93901e-05 5.17625e-05 5.29514e-05 4.96049e-05 4.90329e-05 2.60215e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.087235000000000021 0.090640000000000012 0.032820000000000009 -0.10575999999999998
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=0.00046194384343207232 -0.00028047326657745694 0.00034772938365811316 0.00034597792759468918 -0.00050844722653263638 -0.00036394896089104328 -0.00023704625801643694 5.4631113376168669e-05
leaf_weight=0.0012091795739674286 0.0010171413788799119 0.0012958460724380796 0.0011975040848827426 0.0010152698033928558 0.0011741209131570598 0.001123963421614521 0.0012029441032625349
leaf_count=209 279 339 471 253 667 381 1311
internal_value=0 3.39759e-05 -2.47525e-05 -0.000102292 -1.47467e-05 0.000101202 0.000258814
internal_weight=0 0.00821883 0.00692298 0.00572548 0.00471021 0.00353609 0.00241212
internal_count=3910 3631 3292 2821 2568 1901 1520
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=7
num_cat=0
split_feature=147 42 0 15 3 1
split_gain=4.15779e-05 2.50136e-05 3.70222e-05 7.94516e-05 3.47814e-05 4.96892e-05
threshold=1.0000000180025095e-35 0.093125000000000013 0.055865000000000005 1.0000000180025095e-35 0.11265500000000002 0.094385000000000011
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=-7.873847859691426e-05 0.00037299854328442698 -0.00032226515134900334 0.00028933765704131016 -0.00057718931519184786 -0.00022007894551795979 0.00039981039198267463
leaf_weight=0.001823261070577546 0.0010033291951966903 0.0011190771060384996 0.0013214909650796306 0.0010002534680599012 0.0014854259348828268 0.0015377787034842509
leaf_count=1077 234 756 203 1063 213 364
internal_value=0 -4.96266e-05 -7.06318e-06 -7.40565e-05 2.97842e-05 0.000140212
internal_weight=0 0.00828729 0.00716821 0.00584672 0.00484647 0.00336104
internal_count=3910 3676 2920 2717 1654 1441
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=8
num_cat=0
split_feature=159 47 16 42 4 13 0
split_gain=3.18158e-05 2.94465e-05 4.81137e-05 5.62102e-05 5.37436e-05 9.44121e-05 2.34977e-05
threshold=-1.0000000180025095e-35 0.096770000000000009 -0.19424999999999998 0.084100000000000022 0.0057500000000000008 -0.00059999999999999995 -0.11208499999999998
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=-0.00033446628562561252 -0.00048817373509863062 0.00028246085713078248 0.00040806619543023857 -0.00031862136228076501 0.00052904256788063788 -0.00033944773828653839 -6.3763090775878194e-05
leaf_weight=0.0010052140614449047 0.0010003795580808942 0.0015118519670168943 0.0012982230544596918 0.0010425737193715551 0.0012483376379746848 0.0013001943609049983 0.0010058289732073498
leaf_count=633 220 300 723 990 204 600 240
internal_value=0 3.46357e-05 -1.97002e-05 8.52163e-05 0.000194667 3.40257e-05 -0.000275392
internal_weight=0 0.00840739 0.00689554 0.00488933 0.00384676 0.00259842 0.00200621
internal_count=3910 3277 2977 2517 1527 1323 460
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=7
num_cat=0
split_feature=159 15 16 52 4 15
split_gain=2.38491e-05 4.62234e-05 5.41758e-05 5.48129e-05 4.88738e-05 3.33581e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.07142999999999998
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=-0.00028413227647152719 0.00036555668781080349 -0.00042966316789880531 -0.00037717153372837252 0.00035277814521368877 -0.00011120636081244477 0.00029315470086643201
leaf_weight=0.0010207778946676469 0.0013533280403046468 0.0011015228912018881 0.0013709438772412609 0.0016151155395707391 0.0017943575920672287 0.0013935281245335228
leaf_count=633 408 274 721 764 587 523
internal_value=0 3.28095e-05 -2.90857e-05 4.23832e-05 -6.75844e-05 6.5553e-05
internal_weight=0 0.0086288 0.00727547 0.00617395 0.00455883 0.00318789
internal_count=3910 3277 2869 2595 1831 1110
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=7
num_cat=0
split_feature=11 48 2 1 4 16
split_gain=1.00121e-05 2.59886e-05 4.89511e-05 4.64924e-05 4.42504e-05 3.52357e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.10884000000000001 -0.12499499999999999 -0.057604999999999996
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=-0.014936712663108391 -0.009429036872864241 0.014656114952929837 0.017521266951480718 -0.021046258727920306 -0.0040560373271682397 0.019225500480434535
leaf_weight=0.0012877603993648925 0.0010088660112348748 0.0012035744105089461 0.0011313225982675281 0.0013969071613930063 0.0012841331709770171 0.0013165476363457451
leaf_count=175 304 337 471 273 1358 992
internal_value=0 0.0011719 -0.00135734 -0.00539828 0.000223197 0.00772982
internal_weight=0 0.00762025 0.00641667 0.00528535 0.00388844 0.00260068
internal_count=3910 3606 3269 2798 2525 2350
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=7
num_cat=0
split_feature=147 376 52 160 13 4
split_gain=3.23437e-05 3.75663e-05 4.49933e-05 4.14226e-05 3.37998e-05 5.42999e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 0.0057500000000000008
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=0.00016147668395968411 0.00032757090448932302 0.00031089359547371934 -0.00054098097528450023 0.00011972938199064925 -0.00055532585983330445 3.0852715505034246e-06
leaf_weight=0.0019584370493578064 0.0010061527266060381 0.0010058218907858579 0.0010215974471007947 0.0016435020705783598 0.0011710314809083469 0.0015632203396509559
leaf_count=813 234 194 940 493 961 275
internal_value=0 -4.45292e-05 -9.31161e-05 -0.000185461 -0.000102497 -0.000236072
internal_weight=0 0.00836361 0.00735779 0.00539935 0.00437775 0.00273425
internal_count=3910 3676 3482 2669 1729 1236
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=8
num_cat=0
split_feature=147 2 48 13 15 3 3
split_gain=2.77494e-05 3.26825e-05 3.67362e-05 6.1999e-05 5.77397e-05 8.45757e-05 4.26776e-05
threshold=1.0000000180025095e-35 0.12663500000000003 0.093225000000000016 -0.083514999999999992 -0.10071499999999999 -0.075679999999999983 0.076695000000000013
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=0.0002386162818358041 0.00030510576851554213 -0.00036386614609581764 0.00033348084100421504 0.00020817680218354606 -0.00073513099683477517 0.00019795990865977261 -0.00036369609906923144
leaf_weight=0.0019480004389391212 0.0010046461119792216 0.0010469503133308097 0.001119611689127626 0.0010898203192472641 0.001170001503009793 0.0010653740170475025 0.0010163353599873879
leaf_count=915 234 327 321 244 1303 431 135
internal_value=0 -3.95834e-05 6.23942e-06 -5.20135e-05 -0.000182416 -0.000313324 -7.62527e-05
internal_weight=0 0.00845609 0.00740914 0.00628953 0.00434153 0.00325171 0.00208171
internal_count=3910 3676 3349 3028 2113 1869 566
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=8
num_cat=0
split_feature=1 0 0 2 2 15 0
split_gain=9.42243e-06 2.06004e-05 3.49529e-05 3.23226e-05 3.37311e-05 2.217e-05 2.00606e-05
threshold=0.11561500000000001 -0.23029999999999998 -0.089879999999999974 0.10113500000000002 0.086650000000000019 -0.091024999999999981 -0.071924999999999989
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=0.010566489004971896 0.015111165121713611 -0.0047096186315711778 -0.0043502931733304575 -0.011954212183605786 0.020653499125630023 -0.025078754717927632 -0.0042925911118047826
leaf_weight=0.0010928615455245965 0.0010987934254499958 0.0011215257132974098 0.0010033806528927051 0.0010989038071499307 0.001167102396128941 0.0010206029449105658 0.001034394190800252
leaf_count=131 246 457 1032 481 840 418 305
internal_value=0 -0.0019566 -0.00448565 0.00201971 0.00909463 -0.0144144 0.00570218
internal_weight=0 0.00650438 0.00541152 0.00326939 0.00217048 0.00214213 0.00213319
internal_count=3910 3359 3228 2353 1872 875 551
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=8
num_cat=0
split_feature=147 376 52 13 52 2 2
split_gain=4.16235e-05 4.92158e-05 6.27212e-05 4.3926e-05 7.14176e-05 4.40618e-05 1.23564e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.094010000000000024 0.099015000000000006
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=5.5331571550608737e-05 0.00036582685687614152 0.00035709120575869418 -0.00055148674894849514 0.00027307395996037349 -9.5954095538673662e-05 -0.00055490302210144777 0.00036251031651558265
leaf_weight=0.0010087831639211536 0.0010443644126137868 0.0010124093189455416 0.0010357493436560453 0.0011851265415621579 0.0019223651108146651 0.0013827520643122919 0.0010050834182077101
leaf_count=720 234 194 604 531 1048 385 194
internal_value=0 -4.88331e-05 -0.000103338 -3.19727e-05 -0.000139887 -0.000287963 0.000208639
internal_weight=0 0.00855227 0.00753986 0.00650411 0.00449024 0.00330512 0.00201387
internal_count=3910 3676 3482 2878 1964 1433 914
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=8
num_cat=0
split_feature=147 151 4 48 15 4 15
split_gain=3.63025e-05 4.86741e-05 8.70354e-05 2.6129e-05 5.42754e-05 3.10037e-05 4.57799e-05
threshold=1.0000000180025095e-35 -0.0088999999999999982 0.40359500000000004 0.091555000000000011 -0.017214999999999998 -0.23071499999999998 0.035895000000000003
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=-0.00035367943918481647 0.00034724530816266242 -0.00039860306559011697 0.00054553891776360766 0.00020734694272320342 -0.00020994739774526764 0.00047545599581022254 -0.00011242393917669397
leaf_weight=0.0015633218894989948 0.0010419429756866041 0.0017676383141899512 0.0010652564439728876 0.001141771096177864 0.0013029820084928907 0.0010042580328886016 0.0010332764931603473
leaf_count=508 234 837 298 282 212 173 1366
internal_value=0 -3.96307e-05 2.74844e-05 -6.08144e-05 -0.000120754 2.62707e-05 0.00017733
internal_weight=0 0.0088785 0.00731518 0.00624993 0.00510815 0.00334052 0.00203753
internal_count=3910 3676 3168 2870 2588 1751 1539
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=6
num_cat=0
split_feature=49 3 3 49 16
split_gain=9.68842e-06 3.0368e-05 2.44053e-05 2.47661e-05 2.24314e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.084604999999999986 1.0000000180025095e-35 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017520140899792543 -0.011364020244018409 -0.0055859179816998596 0.0169803587760835 -0.010278319498367373 -8.088224266006369e-05
leaf_weight=0.0010969956305509031 0.0019545853810496658 0.0011813515733779265 0.0012651948318885796 0.0011908360412713126 0.0019713066716209836
leaf_count=361 1169 198 980 657 545
internal_value=0 0.00553936 -0.00205702 0.00205185 0.0065886
internal_weight=0 0.00227835 0.00638192 0.00442734 0.0032365
internal_count=3910 559 3351 2182 1525
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=8
num_cat=0
split_feature=157 160 12 12 4 0 1
split_gain=9.01257e-06 5.52225e-05 2.30178e-05 2.49787e-05 3.92648e-05 3.7195e-05 5.70158e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.023959999999999995 0.092365000000000017 0.15045000000000003 -0.22851499999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0088634612050289326 -0.022269219505534676 -0.011175840509113234 -0.0056683127348316521 -0.016655652312428795 0.010558639768209595 0.0036440331036769313 0.03515480306224656
leaf_weight=0.0010023876711300235 0.0010717832956130451 0.0010746910985139401 0.0010300977718082924 0.0011109241632134676 0.0010141374445837444 0.0013419340555847991 0.0010037081066531812
leaf_count=587 813 391 106 721 115 986 191
internal_value=0 -0.001221 0.00220979 0.00482494 -0.00366825 0.0101715 0.0171276
internal_weight=0 0.00764728 0.00657549 0.0055008 0.00212506 0.00337574 0.00234564
internal_count=3910 3323 2510 2119 836 1283 1177
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=7
num_cat=0
split_feature=11 13 39 0 16 1
split_gain=3.39909e-05 3.7299e-05 6.02865e-05 7.4243e-05 6.41596e-05 2.50506e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.094695000000000015
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=0.00031731690641407075 -0.00033894657142268984 -0.0003143507773431887 0.00035466064025524603 -0.0005270119534898361 0.00042475362088103928 3.484799881125657e-05
leaf_weight=0.0015061235746366454 0.0010337887422194316 0.0014872174030302926 0.0013101550773528632 0.0012804817442657566 0.0010783268694667765 0.0016843402955017332
leaf_count=288 279 1846 395 330 510 262
internal_value=0 3.79746e-05 -2.353e-05 -0.000113124 1.15794e-05 -0.000128899
internal_weight=0 0.00834664 0.00684052 0.00553037 0.00424988 0.00317156
internal_count=3910 3631 3343 2948 2618 2108
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=7
num_cat=0
split_feature=15 150 15 133 16 3
split_gain=9.05611e-06 1.83665e-05 3.49481e-05 2.64372e-05 8.12106e-05 2.39246e-05
threshold=-0.26361999999999991 0.08486500000000001 -0.038029999999999987 1.0000000180025095e-35 -0.0090499999999999973 -0.005644999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0088977510689804955 -0.0033773451146847815 0.0083452595991349906 -0.014002491384046994 -0.01141071967793756 0.021819694734494549 -0.023351032799924648
leaf_weight=0.001000552897003913 0.0012313633347530131 0.0015897095778449073 0.0010462893088844993 0.0010012478021990383 0.0016016256943476434 0.0011690232878142797
leaf_count=302 980 427 811 736 474 180
internal_value=0 -0.00121985 -0.00373338 0.00243107 0.00766502 -0.0131048
internal_weight=0 0.00763926 0.00604955 0.00364916 0.00264792 0.00240039
internal_count=3910 3608 3181 2021 1285 1160
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 2
split_gain=2.50218e-05 3.54285e-05 3.20014e-05 4.01826e-05 2.70934e-05 5.1647e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 0.084235000000000018
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=2.6700684362696296e-05 0.00028519635391243916 0.00027628112165321031 0.00014374847499281076 -0.00046470598006138035 0.00019037217752590748 -0.00051781282454361121
leaf_weight=0.001865578620665379 0.0010309290415263612 0.0011745738194276238 0.001687165520747499 0.0013076592427144372 0.0011177521187865063 0.0010447635255944505
leaf_count=913 206 276 399 392 387 1337
internal_value=0 -3.89177e-05 -9.16343e-05 -0.000166062 -6.91123e-05 -0.00016877
internal_weight=0 0.00819749 0.00702292 0.00533575 0.00402809 0.00291034
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=6
num_cat=0
split_feature=3 39 3 0 2
split_gain=9.82262e-06 2.77534e-05 3.02738e-05 6.80541e-05 2.78622e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 0.087005000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.010806298212960242 0.0081728719832846151 0.011877833912183063 0.0012817237693787105 -0.030294042582614169 -0.0076595632163170158
leaf_weight=0.0017658649570580374 0.001244706892711043 0.0012929001416925219 0.0016378365871455008 0.0011702848263772415 0.0015208117922679524
leaf_count=1225 239 424 199 598 1225
internal_value=0 -0.00142979 -0.00425276 -0.0118775 0.00226177
internal_weight=0 0.0073877 0.0060948 0.00280812 0.00328668
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=8
num_cat=0
split_feature=15 376 15 2 16 43 0
split_gain=3.47744e-05 2.62945e-05 4.55353e-05 6.29932e-05 8.51229e-05 5.12646e-05 2.7243e-05
threshold=-0.26361999999999991 0.048375000000000008 -0.10981499999999998 0.094400000000000026 -0.08909499999999998 -0.083684999999999996 -0.10131499999999999
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=0.00033060246290150314 -0.00045305457537839753 0.00025602546138836778 0.00052641840290055316 -0.00068036376058758859 2.5103209978647585e-05 0.00020510484062922645 -0.00021430030485683477
leaf_weight=0.0010997561052837933 0.0010797063158506683 0.0010115595614672004 0.0010353717359015578 0.0010375492454785887 0.0017956454629038541 0.0012414972929826477 0.0011442729099224631
leaf_count=302 325 152 546 231 762 176 1416
internal_value=0 -4.03275e-05 -8.12025e-05 -1.70085e-05 -0.000233247 0.000162068 3.94802e-06
internal_weight=0 0.0083456 0.00733404 0.00625434 0.00283319 0.00342114 0.00238577
internal_count=3910 3608 3456 3131 993 2138 1592
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=6
num_cat=0
split_feature=2 0 0 0 2
split_gain=9.88875e-06 2.21363e-05 3.75049e-05 2.56483e-05 1.66954e-05
threshold=0.099015000000000006 -0.06402999999999999 -0.10575999999999998 0.0059850000000000016 0.11339500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=0.00060305055072807094 0.011201770303239596 0.016145356133834488 -0.022537502916883025 -0.0062465824684629348 -0.0023614432013106465
leaf_weight=0.0017797019211985114 0.0016891594487592398 0.0010320226516243184 0.0011548894226407124 0.0010142728188077951 0.0019613470478573296
leaf_count=342 499 147 2089 186 647
internal_value=0 -0.00293691 -0.00850376 0.0050465 0.00391452
internal_weight=0 0.00498089 0.00293459 0.0020463 0.00365051
internal_count=3910 2764 2431 333 1146
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=7
num_cat=0
split_feature=11 13 16 12 0 2
split_gain=2.46371e-05 3.93654e-05 3.25538e-05 3.38274e-05 0.000109667 6.3143e-05
threshold=0.077330000000000024 -0.090744999999999978 -0.41862999999999995 -1.0000000180025095e-35 -0.053834999999999994 0.084235000000000018
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=0.00029087332794445548 -0.00028942657161569289 -0.00035643747263794167 0.00033830849410535982 0.00046823101004790787 -0.00059088117573532291 -9.4852296628554787e-05
leaf_weight=0.0018045094841177582 0.0010096841335838986 0.001029602789030519 0.0010579867405426267 0.0012746224949420697 0.0010879091745911551 0.0019175274675227712
leaf_count=534 279 261 303 727 307 1499
internal_value=0 3.52332e-05 -3.72119e-05 2.43604e-05 -5.32444e-05 0.000129986
internal_weight=0 0.00817216 0.00636765 0.00533805 0.00428006 0.00319215
internal_count=3910 3631 3097 2836 2533 2226
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=8
num_cat=0
split_feature=159 49 160 2 42 1 4
split_gain=2.9687e-05 3.59158e-05 4.65398e-05 4.95432e-05 4.36978e-05 7.81893e-05 8.69282e-05
threshold=-1.0000000180025095e-35 0.093425000000000022 0.087825000000000014 0.11260500000000001 0.089925000000000019 0.096230000000000024 -0.08422499999999998
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=-0.00032197747486481916 -0.00028477477178195422 0.00038277170836821403 -0.00040090969910666174 0.00040196515225157892 0.00033439587481341688 -0.00046925477750914008 0.00040306320980023751
leaf_weight=0.0010087115797847842 0.0013439894417601474 0.0010008743803451058 0.0010256409153891859 0.0012363747588798471 0.0010114840388655566 0.0015656027086946309 0.0014890179992270674
leaf_count=633 413 435 304 401 495 339 890
internal_value=0 3.34257e-05 -1.21487e-05 4.78424e-05 -3.30856e-05 -0.00011759 7.67503e-05
internal_weight=0 0.00867298 0.00767211 0.00664647 0.00541009 0.00439861 0.00283301
internal_count=3910 3277 2842 2538 2137 1642 1303
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=8.63515e-06 2.45171e-05 2.41344e-05 2.48873e-05 4.15529e-05 4.12669e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.011684543900512833 -0.0087060378926348599 0.016909467199386085 -0.019340469252374568 -0.013278615776244274 0.016498467892744045 0.006486218365060319
leaf_weight=0.0012514866219369746 0.0010145443299791682 0.0011259545861825081 0.001027277352388524 0.0010162154702678524 0.0016582282083556455 0.0015554426728693969
leaf_count=380 304 184 916 316 560 1250
internal_value=0 0.00111354 0.00362276 0.000777074 0.0041451 -0.00378635
internal_weight=0 0.0076346 0.00638312 0.00525716 0.00424095 0.00258272
internal_count=3910 3606 3226 3042 2726 2166
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=6
num_cat=0
split_feature=15 3 4 15 16
split_gain=1.0793e-05 3.30453e-05 3.85909e-05 2.3518e-05 2.22342e-05
threshold=-0.03231499999999999 0.10666500000000002 -0.076854999999999993 -0.077354999999999993 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0073553351315130792 -0.00056699781866438495 0.010642584544175201 -0.024462158981683635 0.016698653649378895 -0.0083707015050022062
leaf_weight=0.0017931799675597626 0.001807244524613526 0.0011340614380816977 0.0010796337576007003 0.0010163159335715675 0.0018030392924650849
leaf_count=563 1212 114 848 422 751
internal_value=0 -0.00382138 -0.0095033 0.00326672 -0.00052924
internal_weight=0 0.00402094 0.00288688 0.00461254 0.00359622
internal_count=3910 2174 2060 1736 1314
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=7
num_cat=0
split_feature=147 2 43 42 3 2
split_gain=2.79547e-05 3.25058e-05 3.40401e-05 4.93102e-05 5.89491e-05 3.88933e-05
threshold=1.0000000180025095e-35 0.12663500000000003 -0.091114999999999988 0.085330000000000003 -0.080744999999999997 0.097940000000000013
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=-0.00024258510042747127 0.00030291006826383814 -0.00036592686845867025 0.0005472595089288006 -0.00027818438737673188 -0.00015199569080528573 0.00027574279995737513
leaf_weight=0.0016582397696836447 0.0010169290672613152 0.0010391591693221748 0.0011789630662194799 0.0011900717509279188 0.0018520411749018465 0.0014628269374970344
leaf_count=551 234 327 835 1245 464 254
internal_value=0 -4.13443e-05 4.59496e-06 7.6708e-05 0.000170692 3.67622e-05
internal_weight=0 0.0083813 0.00734214 0.0056839 0.00449383 0.00331487
internal_count=3910 3676 3349 2798 1553 718
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=7
num_cat=0
split_feature=2 42 4 4 1 16
split_gain=9.54055e-06 2.47407e-05 2.8542e-05 4.50809e-05 2.83233e-05 2.07209e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 0.25367000000000006 0.028075000000000006 0.081005000000000008 0.066275000000000014
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=0.0085467221262787163 0.00022923882956718021 -0.015199049143799723 0.013865261992878589 -0.020801919414560749 -0.0066100812311015479 0.019929359464551599
leaf_weight=0.0011264869832347448 0.0010458589569185667 0.0010970933730197023 0.0013676480442461163 0.0010552865292693834 0.0018521436342249279 0.0010907389921702634
leaf_count=280 1227 792 300 302 811 198
internal_value=0 -0.00132236 0.00105206 -0.00242214 0.00244053 0.0102862
internal_weight=0 0.00750877 0.00641168 0.00504403 0.00398874 0.0021366
internal_count=3910 3630 2838 2538 2236 1425
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=8
num_cat=0
split_feature=15 2 0 16 12 52 4
split_gain=2.84355e-05 2.57344e-05 4.26082e-05 3.91825e-05 3.72853e-05 4.29917e-05 0.000112556
threshold=-0.26361999999999991 0.10946500000000002 0.10302000000000001 -0.13863999999999996 0.093125000000000013 -0.087094999999999992 -0.0010999999999999996
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=0.00029686629337219829 -0.00044733854608696637 -0.00014273888413119884 -0.0004647759675092033 0.00037500477513507138 0.00027473947181224127 0.00039771151636304111 -0.0003998706327065738
leaf_weight=0.0010950316646546289 0.0011207836421699914 0.0010323299132714945 0.0010509580314414148 0.001233449617324255 0.0011770207631574916 0.0013955630021987844 0.0013272115540379692
leaf_count=302 478 165 132 422 702 1271 438
internal_value=0 -3.92142e-05 -0.000105762 0.000139111 -3.06094e-05 -0.000124117 8.93153e-06
internal_weight=0 0.00833732 0.00607154 0.00226578 0.00502058 0.00384356 0.00272277
internal_count=3910 3608 3021 587 2889 2187 1709
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=7
num_cat=0
split_feature=1 16 13 12 52 1
split_gain=1.00825e-05 2.31661e-05 1.91069e-05 7.1757e-05 6.13176e-05 4.76787e-05
threshold=1.0000000180025095e-35 0.0015250000000000001 -0.00059999999999999995 0.078515000000000015 -0.07125999999999999 0.11395500000000001
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=-0.017132977235950871 0.028326350434777915 0.0025841914247558624 -0.021869250825701236 -0.0076426072877894338 0.016204337883913181 -0.010429201132076751
leaf_weight=0.001003880462123969 0.0010622447119555461 0.0014661899298544394 0.0011180838984802851 0.0011606589906301753 0.0017205640373518308 0.0011030728675237773
leaf_count=1519 464 473 300 692 324 138
internal_value=0 -0.00542922 0.00213214 0.00954565 -0.00204865 0.00579977
internal_weight=0 0.00247007 0.00616462 0.0022229 0.00394172 0.00282364
internal_count=3910 1992 1918 1156 762 462
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=6
num_cat=0
split_feature=49 3 3 2 1
split_gain=1.00158e-05 2.69385e-05 2.56171e-05 2.3889e-05 3.24582e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.084604999999999986 0.10393500000000001 0.084600000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017065757291307909 -0.011617459514144413 -0.0047579219611516756 0.022329479264513348 -0.0068859310011319249 -0.00050026566543253206
leaf_weight=0.0010840129250878896 0.0019464038538508427 0.0011827315781317276 0.0010036033165594308 0.0017546802104449677 0.0016411163273171456
leaf_count=361 1169 198 870 569 743
internal_value=0 0.0056787 -0.00206529 0.00216083 0.00816304
internal_weight=0 0.00226674 0.0063458 0.0043994 0.00264472
internal_count=3910 559 3351 2182 1613
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 2
split_gain=2.26835e-05 3.69413e-05 3.7867e-05 3.25175e-05 2.52038e-05 4.61996e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 0.084235000000000018
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=8.7340338135044609e-06 0.00027636673145580186 0.00028737832637797112 0.00016777048689270798 -0.00043797357928390587 0.00017092951576740137 -0.00050535171361875666
leaf_weight=0.0018532678257463559 0.0010129491372498417 0.00117256853932523 0.0016816903574727853 0.0013100440021115139 0.0010984292901593659 0.0010545049575062938
leaf_count=913 206 276 399 392 387 1337
internal_value=0 -3.47116e-05 -8.86807e-05 -0.000169804 -8.21115e-05 -0.000177699
internal_weight=0 0.0081705 0.00699794 0.00531625 0.0040062 0.00290777
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=6
num_cat=0
split_feature=1 2 42 48 0
split_gain=1.00841e-05 2.03264e-05 1.79682e-05 3.64019e-05 3.49557e-05
threshold=0.076710000000000014 0.097360000000000016 0.088115000000000013 0.085790000000000019 -0.099024999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.015563835805636523 0.014204527188717299 0.0026096598750659609 0.013143951963390431 -0.01249742941397064 -0.006958082530695184
leaf_weight=0.0010979331959776102 0.0019346171542400849 0.0014004482519133564 0.0011982001797709472 0.0016722470703894399 0.0013083673891093803
leaf_count=1488 326 520 626 318 632
internal_value=0 -0.00537682 0.00216358 -0.000513139 0.00566657
internal_weight=0 0.00249838 0.00611343 0.00491523 0.00324298
internal_count=3910 2008 1902 1276 958
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=7
num_cat=0
split_feature=1 150 484 3 16 3
split_gain=1.0389e-05 1.95411e-05 2.42332e-05 2.18385e-05 4.48251e-05 4.35009e-06
threshold=0.12730000000000002 0.08486500000000001 0.042570000000000004 0.092005000000000017 -0.025139999999999999 -0.080884999999999985
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=0.0018927837676953954 0.0080975675554240401 0.0086246338485001586 0.0098163073520051245 -0.018720828734514503 -0.016344474145701809 0.011148472981399531
leaf_weight=0.0010236398573804438 0.0013319206169393498 0.0015080031628609547 0.0010204784148122367 0.0012169406097624208 0.0014918278649828573 0.0010076285286026074
leaf_count=906 345 395 408 167 978 711
internal_value=0 -0.00150938 -0.00416228 -0.00717172 -0.00318245 0.00648415
internal_weight=0 0.00726852 0.00576052 0.00474004 0.0035231 0.00203127
internal_count=3910 3565 3170 2762 2595 1617
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 150 16
split_gain=1.951e-05 3.04017e-05 4.7361e-05 7.02682e-05 5.29703e-05 4.09277e-05 2.45634e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 0.081245000000000026 -0.084184999999999996
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=0.00036019949721216582 0.0002556678451411939 -0.0003522458228529287 -0.0004203882231487382 -0.00051348453267662398 0.00043392945090826374 0.00025221041799228938 -3.7580947881322237e-05
leaf_weight=0.0012434450549580339 0.0010171119098461136 0.0010014716899427569 0.0011180278575778357 0.0010772589692068235 0.0010331627608650218 0.0010879271993152473 0.0015214120552271386
leaf_count=320 206 401 602 337 870 292 882
internal_value=0 -3.24776e-05 1.27459e-05 -6.12614e-05 4.1072e-05 -6.78214e-05 -0.000199732
internal_weight=0 0.00808271 0.00708123 0.00583779 0.00476053 0.00372737 0.00263944
internal_count=3910 3704 3303 2983 2646 1776 1484
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=8
num_cat=0
split_feature=147 15 4 2 15 12 4
split_gain=3.24142e-05 3.19513e-05 8.55911e-05 4.19059e-05 4.9032e-05 4.22631e-05 2.09528e-05
threshold=1.0000000180025095e-35 -0.16430499999999995 0.097045000000000006 0.11085000000000002 -0.014614999999999998 0.084100000000000022 -0.0010999999999999996
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=0.00024351778145717393 0.00033588201366164611 0.00035067613018634024 -0.00052516564904930992 0.00035945522989589063 -2.535620343245544e-05 -0.00054482013513602781 -3.892816907716914e-05
leaf_weight=0.0013253687364774263 0.0010104682454346444 0.0010466976473521023 0.0013857479318130639 0.0011132695278478011 0.0013666995405769312 0.0010764223055545071 0.0010765505087738509
leaf_count=432 234 543 282 360 346 1353 360
internal_value=0 -3.58481e-05 -8.82533e-05 1.83468e-05 -6.48145e-05 -0.000254228 0.000153135
internal_weight=0 0.00839076 0.00706539 0.00567964 0.00456637 0.00244312 0.00212325
internal_count=3910 3676 3244 2962 2602 1699 903
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=7
num_cat=0
split_feature=147 376 52 12 13 2
split_gain=3.79924e-05 5.73044e-05 4.89184e-05 4.55748e-05 5.65531e-05 5.51959e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.083514999999999992 0.096325000000000008
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=0.0002010233771135289 0.00036319349210044415 0.00039801194095982425 -0.00045490265267357179 0.00030910465330140379 -4.0503814987106537e-05 -0.00054702943940120442
leaf_weight=0.0015279672613387014 0.0010094430990299852 0.0010128583222901782 0.0012382325849620646 0.0012344056626884181 0.0019695767466759153 0.0014259147305809667
leaf_count=818 234 194 711 464 1098 391
internal_value=0 -3.9389e-05 -9.92889e-05 -2.77816e-05 -0.000112245 -0.000253216
internal_weight=0 0.00840896 0.0073961 0.00615786 0.00492346 0.00339549
internal_count=3910 3676 3482 2771 2307 1489
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=7
num_cat=0
split_feature=16 1 47 52 2 0
split_gain=9.15117e-06 2.42163e-05 3.71056e-05 2.62587e-05 3.90533e-05 6.4424e-05
threshold=-0.52908499999999992 0.10786000000000001 0.084155000000000021 -0.088354999999999989 0.10113500000000002 -0.071924999999999989
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=-0.0089182947436558004 -0.016704211320803831 0.019941602402835715 -0.0036745945498489075 -0.0045194960753545546 -0.015494432753724917 0.026933402207957688
leaf_weight=0.0010175019891652216 0.0010859103425246057 0.0014165452314519535 0.0012545003052738669 0.0017649292548258409 0.0010548064233198099 0.0010320020704892403
leaf_count=179 684 483 184 1827 355 198
internal_value=0 0.00117947 0.00884987 -0.00296987 0.000902218 0.00708589
internal_weight=0 0.00760869 0.00267105 0.00493765 0.00385174 0.00279693
internal_count=3910 3731 667 3064 2380 2025
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=7
num_cat=0
split_feature=147 376 52 13 2 48
split_gain=3.74813e-05 4.24022e-05 5.58704e-05 5.86626e-05 7.48874e-05 4.83749e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 -0.083514999999999992 0.085005000000000011 0.091555000000000011
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=0.00025694349380475992 0.00034626646636035899 0.00032638967321178857 -0.00047512729500853349 0.00016636284453351469 -0.00056914095980665168 -2.6061016528977477e-05
leaf_weight=0.0019779672960026909 0.0010396184708685455 0.0010264184491907457 0.0012613069912328183 0.0017394684242026679 0.001616149554464015 0.0010340785120596884
leaf_count=878 234 194 711 719 986 188
internal_value=0 -4.77652e-05 -9.81048e-05 -2.34242e-05 -0.000149756 -0.000357239
internal_weight=0 0.00865539 0.00762897 0.00636766 0.0043897 0.00265023
internal_count=3910 3676 3482 2771 1893 1174
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=7
num_cat=0
split_feature=159 15 16 52 0 49
split_gain=2.89515e-05 3.1201e-05 5.15332e-05 5.08842e-05 5.59891e-05 3.45894e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.091210000000000013 -0.053834999999999994 -0.0019649999999999997
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=-0.00031902970348768892 0.00031426410935400938 -0.00041039598142045779 -0.00012088329946483689 0.00042998622124625627 -0.00037290214533615765 0.00027375120647481151
leaf_weight=0.0010035821841935322 0.0012864823211362038 0.0010869244622516627 0.0015371561039838639 0.0011221772724638044 0.0013468444675652112 0.0019211120975507034
leaf_count=633 408 274 463 378 379 1375
internal_value=0 3.35629e-05 -1.79207e-05 5.405e-05 -3.37455e-05 9.83412e-05
internal_weight=0 0.0083007 0.00701421 0.00592729 0.00480511 0.00345827
internal_count=3910 3277 2869 2595 2217 1838
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=7
num_cat=0
split_feature=11 13 39 0 16 1
split_gain=2.06007e-05 2.8601e-05 4.50173e-05 6.88447e-05 6.07875e-05 2.60121e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 0.094695000000000015
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=0.00027760598557399031 -0.00026338383815847205 -0.00030413843185392699 0.00030628156702481132 -0.00049782604397321302 0.00042502840126887158 5.2673366142004616e-05
leaf_weight=0.0014920045653267341 0.001021199860343997 0.0014892088003449649 0.0012980331140975679 0.0012809228514982854 0.0010697029565233766 0.0016623857934287881
leaf_count=288 279 1846 395 330 510 262
internal_value=0 3.17607e-05 -2.21788e-05 -9.96661e-05 2.11527e-05 -0.000115929
internal_weight=0 0.00829226 0.00680025 0.00550222 0.0042213 0.00315159
internal_count=3910 3631 3343 2948 2618 2108
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=7
num_cat=0
split_feature=47 159 1 457 2 12
split_gain=1.00919e-05 2.29698e-05 3.70017e-05 4.48414e-05 5.54644e-05 3.48954e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 0.082870000000000013 0.10113500000000002 0.078515000000000015
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=0.017941120264474416 0.0076561282768016692 0.011385439469399629 -0.017794604880637058 0.018249981870808937 -0.020774953226939123 -0.0075775283059133962
leaf_weight=0.0010556614980195605 0.0014302215768153739 0.0011552039386054829 0.0014724118901014854 0.0010793399651233609 0.0013694582744175603 0.001088282583458689
leaf_count=183 280 631 321 223 501 1771
internal_value=0 -0.00153839 -0.00399994 0.000422571 -0.00505412 0.00498766
internal_weight=0 0.00722036 0.00606515 0.00459274 0.0035134 0.00214394
internal_count=3910 3630 2999 2678 2455 1954
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=8
num_cat=0
split_feature=147 376 52 12 16 16 3
split_gain=3.11694e-05 2.95059e-05 4.36355e-05 4.5033e-05 5.70225e-05 4.271e-05 1.16619e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.10218500000000001 0.097345000000000015 -0.08755499999999998 0.022165000000000004 0.086245000000000016
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=-0.00049800768314988851 0.00032143699205493449 0.00027881802124182315 -0.000413463090086703 0.00031349780306553295 0.00030313692962918062 -0.00016916086338600872 -0.00020379123477213946
leaf_weight=0.0010039638255402031 0.0010422904884650605 0.001000380491380618 0.00125477949154096 0.0012910895821035915 0.0015445987220516733 0.0014064137538339148 0.0010699802988445228
leaf_count=563 234 194 711 464 1074 547 123
internal_value=0 -3.76664e-05 -7.94855e-05 -1.31357e-05 -9.70595e-05 7.8046e-05 -0.000346217
internal_weight=0 0.00857121 0.00757083 0.00631605 0.00502496 0.00295101 0.00207394
internal_count=3910 3676 3482 2771 2307 1621 686
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=7
num_cat=0
split_feature=3 1 2 12 47 4
split_gain=1.93881e-05 2.96257e-05 3.85348e-05 3.23964e-05 5.25116e-05 3.07724e-05
threshold=-0.15464999999999998 0.088010000000000019 0.091985000000000011 -1.0000000180025095e-35 0.09252500000000001 0.022820000000000003
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=0.00024463205336174986 -0.00046390067598649356 0.00033782845711056368 -1.0204308383529895e-05 -0.00015611441885745569 -0.00038327143933771223 0.00026270208768787797
leaf_weight=0.0010450887408174634 0.0012140557787203952 0.0011675600439651846 0.0017677648982269898 0.0010665213182571068 0.0011703434209720236 0.0018349244421394825
leaf_count=259 1421 433 812 562 227 196
internal_value=0 -3.89026e-05 -0.000194928 4.98945e-05 -3.26687e-05 0.000108752
internal_weight=0 0.00822117 0.00298182 0.00523935 0.00407179 0.00290145
internal_count=3910 3651 2233 1418 985 758
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=7
num_cat=0
split_feature=2 2 0 0 13 3
split_gain=1.17961e-05 2.35945e-05 2.82579e-05 6.48278e-05 1.76707e-05 2.31441e-05
threshold=0.099015000000000006 0.090905000000000014 -0.066689999999999985 -0.10575999999999998 -0.089899999999999994 0.090325000000000003
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=0.0078804731324785288 0.013991812337402768 -0.016085223788847799 0.010940070930161437 -0.025720387878070922 0.0098438881451918814 -0.0097924905856693473
leaf_weight=0.0013466429165221836 0.0012414861832063719 0.0011035964223741392 0.0015532151922863255 0.0010010236081612681 0.0011189383863048144 0.0012947950133053998
leaf_count=249 254 509 296 1710 720 172
internal_value=0 -0.00317592 0.000476239 -0.00644663 0.00429689 -0.000689622
internal_weight=0 0.00500448 0.00390088 0.00234767 0.00365522 0.00241373
internal_count=3910 2764 2255 1959 1146 892
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=7
num_cat=0
split_feature=475 42 43 3 13 15
split_gain=2.04597e-05 3.4288e-05 3.66138e-05 3.55487e-05 3.14936e-05 6.41921e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069494999999999987 -0.078884999999999997 -0.11267999999999999 -0.074174999999999977
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=-0.00026381239956095451 -0.00028180832648485958 6.0797263888485879e-05 0.00021741850655622374 0.00056664812598516024 0.00011266669822115923 -0.00043752574841529314
leaf_weight=0.0010027225397169865 0.0011464729297176639 0.0011408598113180706 0.0015984717930103264 0.0010043116690294511 0.0019527202784821824 0.0013996760056328751
leaf_count=621 994 469 269 439 271 847
internal_value=0 3.28197e-05 8.36526e-05 0.000297623 -9.0591e-06 -0.000117047
internal_weight=0 0.00824251 0.00709604 0.00214517 0.00495087 0.0033524
internal_count=3910 3289 2295 908 1387 1118
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=8
num_cat=0
split_feature=11 13 1 13 0 48 1
split_gain=2.32834e-05 2.92036e-05 3.28183e-05 3.17188e-05 7.38487e-05 5.32848e-05 1.80961e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.14810000000000004 -0.053834999999999994 0.086215000000000014 0.10420500000000001
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=-3.3756938828774137e-06 -0.00028274737761264712 0.00036777169238231297 0.0004441383591356926 0.00023582119320678566 -0.00056909872791825766 -0.00032053106284790281 1.3096471849864988e-05
leaf_weight=0.0013339360174864272 0.001010201920027297 0.0011598202174422816 0.0011939445170228618 0.0012113863237880832 0.0010768921157897253 0.0011565305215197243 0.0010572216943950604
leaf_count=926 279 1058 647 244 337 251 168
internal_value=0 3.27578e-05 0.00020799 -4.54792e-05 -0.000122047 2.06579e-05 0.000198641
internal_weight=0 0.00818973 0.00252788 0.00566185 0.00445046 0.00337357 0.00221704
internal_count=3910 3631 1573 2058 1814 1477 1226
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=8
num_cat=0
split_feature=159 2 151 16 12 15 3
split_gain=3.17665e-05 3.22389e-05 4.92146e-05 6.52874e-05 4.34007e-05 5.44311e-05 3.48548e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 -0.0088999999999999982 0.15100500000000003 0.096990000000000007 -0.017214999999999998 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 6 5 -2 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00033247933343065223 -0.00057359052531539168 -0.00020223654965440023 0.00060433346777316382 -0.00010455290688551423 0.00021349089326175917 5.0877316707745893e-05 0.00013941037673116893
leaf_weight=0.0010122107578187821 0.0011371596608988331 0.0013035559701183941 0.0015697488855538518 0.0014010551315288555 0.0010115627248202075 0.0010162105648345975 0.0010246153403853419
leaf_count=633 414 436 946 417 163 769 132
internal_value=0 3.50642e-05 0.000128588 0.000236523 -0.00012152 -0.000278894 0.000420717
internal_weight=0 0.00846391 0.00529898 0.00399542 0.00316493 0.00215337 0.00259436
internal_count=3910 3277 1931 1495 1346 1183 1078
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=7
num_cat=0
split_feature=160 12 160 12 3 3
split_gain=1.10607e-05 2.36733e-05 3.10009e-05 3.84061e-05 5.12951e-05 3.5466e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.091555000000000011 -0.078669999999999976 -0.021064999999999997
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=-0.0067375644496134009 -0.011707046474031464 0.030316673055096902 -0.011269633311084437 -0.016859157264043443 0.014023496703965636 0.0062127669280182801
leaf_weight=0.0019129711302074874 0.001078764701648134 0.0010522973128985302 0.0010277354960323507 0.0011085806470265251 0.0010446477595694806 0.0014537411192627192
leaf_count=1218 393 846 357 477 387 232
internal_value=0 0.0018745 0.00445078 0.00791837 -0.00187631 0.0163341
internal_weight=0 0.00676577 0.005687 0.00465927 0.00215323 0.00250604
internal_count=3910 2692 2299 1942 864 1078
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=7
num_cat=0
split_feature=11 13 1 2 3 3
split_gain=2.86682e-05 3.21845e-05 3.63776e-05 3.3447e-05 9.60837e-05 3.99382e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.10488500000000002 -0.075679999999999983 0.076695000000000013
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=-4.1275150870490441e-06 -0.00031286402942072193 -0.00061421505300628782 0.00046286238745571321 0.00016156693287964187 0.00029009553742484462 -0.00018856828990543165
leaf_weight=0.0013681224580882815 0.0010399948354255792 0.0012018909553312938 0.0012072313032094315 0.0019431816007501818 0.0013528782161257738 0.0013280438903949417
leaf_count=926 279 963 647 507 384 204
internal_value=0 3.22456e-05 0.00021478 -4.8443e-05 -0.000153544 5.29806e-05
internal_weight=0 0.00840135 0.00257535 0.00582599 0.00388281 0.00268092
internal_count=3910 3631 1573 2058 1551 588
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=8
num_cat=0
split_feature=147 376 52 4 13 15 1
split_gain=4.16663e-05 4.02524e-05 6.13686e-05 8.8176e-05 3.94225e-05 7.17182e-05 3.34539e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.013199999999999998 -0.11267999999999999 -0.074174999999999977 0.10956
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=-0.00020172615228116278 0.00036933357502081087 0.00032201051581245272 9.3293849772421107e-05 0.00061035162005265828 -0.00026798821509202203 -0.00057766793321553536 0.00020678806709765075
leaf_weight=0.0010490893000380049 0.001052037408454832 0.0010186796304754372 0.0013347598011027289 0.0010079763805152836 0.0013218941130098798 0.0018849904946995374 0.0010039495047666921
leaf_count=508 234 194 248 305 555 1682 184
internal_value=0 -4.40076e-05 -9.30503e-05 0.000196198 -0.000200343 -0.000293421 -6.30512e-05
internal_weight=0 0.00862134 0.00760266 0.00205707 0.00554559 0.00421083 0.00232584
internal_count=3910 3676 3482 813 2669 2421 739
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=7
num_cat=0
split_feature=2 52 3 43 0 4
split_gain=1.04724e-05 3.82205e-05 3.30559e-05 3.65838e-05 2.24556e-05 1.55372e-05
threshold=0.10946500000000002 0.084890000000000007 0.090325000000000003 -0.06705499999999999 -0.13506999999999997 0.0021050000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5
right_child=4 -3 -4 5 -6 -7
leaf_value=0.0085002050635210272 -0.0023394120524042562 -0.016874849813828547 0.018008647102037086 -0.0026625616434152242 0.01660659456144321 -0.020253817738146853
leaf_weight=0.0016813473447594915 0.0015539960822642496 0.0013877983972465863 0.0010133175774130324 0.0010001741070588617 0.0010471340527663153 0.0010082026033836917
leaf_count=989 208 1032 176 684 559 262
internal_value=0 -0.00229223 0.00201089 -0.00238261 0.00528766 -0.0114934
internal_weight=0 0.00609084 0.00470304 0.00368972 0.00260113 0.00200838
internal_count=3910 3143 2111 1935 767 946
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=7
num_cat=0
split_feature=4 42 133 52 16 15
split_gain=1.14117e-05 2.10215e-05 3.54363e-05 3.38734e-05 6.91328e-05 7.09614e-05
threshold=0.28937500000000005 0.086700000000000013 0.065880000000000008 -0.087604999999999988 -0.013279999999999998 -0.074174999999999977
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=-0.018979712147404227 0.0074042686672064865 -0.012400366604224557 0.017653739238811528 0.0072181099353604214 0.023844109528140412 -0.027135274078086993
leaf_weight=0.001006331722378065 0.0016709007414023131 0.0014749241769997732 0.0010415668599691071 0.001435258081385813 0.0010133229196944743 0.0010348166450372363
leaf_count=388 426 1266 689 307 233 601
internal_value=0 -0.00179274 0.00103579 -0.00281939 0.00184923 -0.00717395
internal_weight=0 0.00700622 0.0055313 0.00448973 0.0034834 0.00247007
internal_count=3910 3484 2218 1529 1141 908
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=7
num_cat=0
split_feature=147 11 3 16 16 3
split_gain=4.21768e-05 2.89719e-05 4.05974e-05 3.86146e-05 3.33341e-05 3.17427e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.10628499999999998 -0.19424999999999998 -0.013024999999999998 -0.013944999999999997
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=0.00031489026633790281 0.00037179520196633435 -0.00035852647723816822 -0.00034449143281257136 0.00021650188160813864 0.0001636342681718609 -0.00026744509220772295
leaf_weight=0.0012711980756654239 0.0010398630781607446 0.0010085665208032007 0.0014947484869726191 0.0019209382160597383 0.0010095632270351405 0.0018791361424949429
leaf_count=191 234 284 383 1657 883 278
internal_value=0 -4.63316e-05 -4.76795e-06 -6.92229e-05 1.63256e-05 -0.000116788
internal_weight=0 0.00858415 0.00757558 0.00630439 0.00480964 0.0028887
internal_count=3910 3676 3392 3201 2818 1161
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=7
num_cat=0
split_feature=49 15 16 4 52 15
split_gain=1.0775e-05 2.59179e-05 1.95718e-05 3.02176e-05 6.94701e-05 4.04479e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 -0.034289999999999994 0.071660000000000015 -0.10981499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.015439254797789157 -0.014838470237172371 -0.0060017956431024895 -0.02553557761034347 -0.0072284535786934266 0.0070647812699882592 0.017658292214247379
leaf_weight=0.0012642916971387556 0.0010182555530584983 0.0010175076435854416 0.0011694619303162645 0.0010895565793939462 0.0014820309617130446 0.001630193493740017
leaf_count=249 261 310 867 402 863 958
internal_value=0 0.00587819 -0.00212715 0.000282609 -0.00731387 0.00768844
internal_weight=0 0.0022818 0.0063895 0.00537124 0.00265149 0.00271975
internal_count=3910 559 3351 3090 1730 1360
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=8
num_cat=0
split_feature=15 150 16 40 4 52 15
split_gain=1.96345e-05 2.36129e-05 4.93888e-05 3.98895e-05 0.000105428 9.82609e-05 7.48023e-05
threshold=-0.26361999999999991 0.08486500000000001 -0.30307999999999996 -1.0000000180025095e-35 -0.034289999999999994 0.071660000000000015 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=0.00024446364967907518 -0.00048800670345885944 0.00016745365251250396 -0.00035624837412358409 -0.00063710787663115215 1.7125722228984327e-05 0.00017369409182824697 0.00076505131804476218
leaf_weight=0.0010709631097735603 0.0010200874053961752 0.001702727970912434 0.0010739447550078881 0.0011245998658993483 0.0010361557679560429 0.0011751499532611943 0.0010204120765626686
leaf_count=302 234 427 198 872 684 850 343
internal_value=0 -3.79286e-05 -9.21443e-05 -1.77806e-05 6.56604e-05 -0.000222796 0.000388226
internal_weight=0 0.00815308 0.00645035 0.00543026 0.00435632 0.00229975 0.00205657
internal_count=3910 3608 3181 2947 2749 1722 1027
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=6
num_cat=0
split_feature=4 151 0 4 4
split_gain=1.19677e-05 1.99145e-05 3.51509e-05 2.37071e-05 3.66648e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.15713499999999997 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01055070391221926 0.0075730657530316096 -0.020822637646911973 -0.0058737299763682773 -0.0096488427246950205 0.016062705205027276
leaf_weight=0.0010937840808903383 0.0016733568362110969 0.0010402844241076074 0.0015645210961449546 0.0018054264768029835 0.0014852739344121541
leaf_count=497 426 150 289 755 1793
internal_value=0 -0.0018419 -0.00414109 -0.000566881 0.00480948
internal_weight=0 0.00698929 0.00589551 0.00485522 0.0030498
internal_count=3910 3484 2987 2837 2082
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=7
num_cat=0
split_feature=151 16 0 15 15 1
split_gain=1.18909e-05 3.08366e-05 3.20831e-05 6.0429e-05 5.1826e-05 4.75453e-05
threshold=-0.084764999999999993 -0.50388999999999984 -0.10943499999999999 -0.092459999999999987 -0.074174999999999977 0.081005000000000008
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=-0.0098078461737708539 0.016802725230715691 -0.028911412480512006 0.0232618796125489 0.0049073283260014878 0.0073565042011384018 -0.017099110558670798
leaf_weight=0.0010856716869424464 0.0011071699179601279 0.0010177633567199187 0.0010291931657056886 0.0010987812897215613 0.0019866851383137998 0.0013252782830446811
leaf_count=406 242 181 803 224 1249 805
internal_value=0 0.00138344 -0.00126019 -0.0113548 0.00366145 -0.00242938
internal_weight=0 0.00756487 0.0064577 0.00211654 0.00434116 0.00331196
internal_count=3910 3504 3262 405 2857 2054
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=6
num_cat=0
split_feature=1 2 47 0 52
split_gain=1.12281e-05 2.18243e-05 1.82225e-05 2.56177e-05 8.25164e-05
threshold=0.076710000000000014 0.097360000000000016 0.086425000000000016 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0162227374113386 -0.0056968588798038278 0.0025803602751498156 -0.0057376668255490568 -0.0045821908478293916 0.029223981472866863
leaf_weight=0.001098378205541511 0.001351885247105564 0.0014092897556459388 0.0019343679520492322 0.0014795731557542451 0.0013547609084432147
leaf_count=1488 246 520 382 949 325
internal_value=0 -0.00565554 0.00228925 0.00599833 0.0117821
internal_weight=0 0.00250767 0.00612059 0.00418622 0.00270665
internal_count=3910 2008 1902 1520 571
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=7
num_cat=0
split_feature=123 1 42 3 0 15
split_gain=2.71975e-05 3.35661e-05 3.10049e-05 5.49163e-05 6.84441e-05 4.62665e-05
threshold=1.0000000180025095e-35 0.12864500000000004 0.088915000000000008 -0.10140999999999999 -0.083564999999999987 -0.095799999999999982
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=0.00024562483614652789 0.00029029665442725701 0.00024698159747774372 -0.00037451979001927268 -0.00027791016981765373 -0.00059985302975016491 0.00018420621311730204
leaf_weight=0.0018760113908113012 0.001071601762832824 0.0013273270945671906 0.0012403347291451141 0.0014954970558574714 0.0010212441849437792 0.0018801742547964733
leaf_count=408 334 233 947 336 758 894
internal_value=0 -4.04702e-05 -9.12527e-05 -3.52428e-05 -0.000155079 -2.05216e-05
internal_weight=0 0.00884059 0.00751326 0.00627293 0.00439692 0.00337567
internal_count=3910 3576 3343 2396 1988 1230
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=7
num_cat=0
split_feature=159 15 4 12 1 52
split_gain=3.25539e-05 4.81782e-05 5.85656e-05 5.96117e-05 8.47701e-05 1.59261e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.097045000000000006 0.080120000000000011 0.094485000000000013 -0.082554999999999976
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=-0.00033477856263773803 0.00038285278218930534 -2.6587999147911971e-06 -0.00034128866441594498 2.0129768644586575e-05 0.00066611086288974233 -0.00030456993742957795
leaf_weight=0.0010012192323198736 0.0013226357709888031 0.001894526382715484 0.0017076917648153785 0.0010466225773886309 0.001184175054148117 0.0013048206427257346
leaf_count=633 408 264 341 586 285 1393
internal_value=0 3.91199e-05 -2.45736e-05 7.50282e-05 0.000254573 -0.000160047
internal_weight=0 0.00846047 0.00713784 0.00543014 0.0030787 0.00235144
internal_count=3910 3277 2869 2528 549 1979
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=7
num_cat=0
split_feature=52 4 16 0 16 1
split_gain=1.12658e-05 3.1308e-05 2.25975e-05 2.67979e-05 3.43813e-05 1.21737e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.055679999999999993 -0.10209999999999998 -0.48509999999999992 1.0000000180025095e-35
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=-0.0062901289042318446 0.0085552614686539782 0.01423434143804881 -0.0034133277143039279 0.012527579497299258 -0.016658445385107593 -0.018961024632282962
leaf_weight=0.0013590565510263816 0.0010074381615210991 0.001640122574797483 0.0010126571949683944 0.0014618864215010692 0.0011676172921435714 0.0010018193086315966
leaf_count=795 243 395 470 1441 219 347
internal_value=0 0.00493382 -0.00264888 0.00205725 -0.00498001 -0.0111454
internal_weight=0 0.00299918 0.00565142 0.00363694 0.00217506 0.00201448
internal_count=3910 1190 2720 1903 462 817
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=8
num_cat=0
split_feature=133 12 48 49 12 4 15
split_gain=2.64439e-05 3.14449e-05 3.93138e-05 5.65306e-05 5.00401e-05 9.04539e-05 7.04924e-05
threshold=0.088055000000000008 -0.036459999999999992 0.11339500000000001 -0.073619999999999977 0.080120000000000011 0.08734500000000002 -0.095799999999999982
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=-0.00028022547708851132 -0.00029816650696540145 -0.00028916060743809391 -0.00028119417066802265 2.2937081013967765e-05 -0.00027075832741588364 0.00046362775885835868 0.00066958426376030687
leaf_weight=0.001070069614078197 0.0010352028717772526 0.0010102039440317429 0.0010038112092924222 0.001094935263564962 0.0015916320220026108 0.0010839680221113219 0.0015883450992957701
leaf_count=383 927 203 123 143 1693 157 281
internal_value=0 3.38765e-05 7.94638e-05 0.000136306 0.000216511 2.67641e-05 0.000405714
internal_weight=0 0.00844297 0.0073729 0.00636908 0.00535888 0.0026756 0.00268328
internal_count=3910 2983 2600 2477 2274 1850 424
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=9
num_cat=0
split_feature=159 15 16 16 2 16 13 15
split_gain=2.76854e-05 3.16237e-05 6.99248e-05 5.04478e-05 5.2667e-05 3.55785e-05 2.46887e-05 1.30075e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.15100500000000003 0.089785000000000018 -0.074719999999999995 -0.060719999999999989 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -5 -4
right_child=1 2 3 6 5 -7 -8 -9
leaf_value=-0.00031222099720889894 0.00030489504789080478 -0.00049968506671870048 -0.00019356382051751047 1.0667490401987612e-05 0.00014937399635361979 0.00066925813565908135 -0.00041072799769374305 0.00011712843748787151
leaf_weight=0.0010187096682062495 0.001352365579250568 0.0010124648704375972 0.0010237177192137432 0.0011351965476003258 0.001016064549694877 0.0010083518694438878 0.0010102284276230719 0.0010488905488260703
leaf_count=633 408 261 442 229 268 400 334 935
internal_value=0 2.96166e-05 -2.16972e-05 5.58278e-05 0.000183382 0.000408326 -0.000187757 -3.63309e-05
internal_weight=0 0.00860728 0.00725491 0.00624245 0.00409702 0.00202442 0.00214542 0.00207261
internal_count=3910 3277 2869 2608 2045 668 563 1377
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=7
num_cat=0
split_feature=1 150 484 3 16 12
split_gain=1.0383e-05 1.69622e-05 2.25445e-05 1.76169e-05 4.51964e-05 1.21988e-05
threshold=0.12864500000000004 0.08486500000000001 0.073820000000000011 0.092005000000000017 -0.025139999999999999 0.083175000000000013
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=0.01419785011477042 0.008143489005354887 0.0079002771619200041 0.0095957350159058489 -0.017158273076725631 -0.016389878616858665 -0.0011582860123178107
leaf_weight=0.0010105135140327838 0.0013191862298976035 0.001524245242846646 0.0010148496515219058 0.0012251497343247139 0.0015156552753980957 0.001059919269400453
leaf_count=217 331 402 356 171 1009 1424
internal_value=0 -0.00149153 -0.00394865 -0.00680561 -0.00326874 0.00633656
internal_weight=0 0.00735033 0.00582609 0.00481124 0.00358609 0.00207043
internal_count=3910 3579 3177 2821 2650 1641
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=7
num_cat=0
split_feature=151 48 51 1 2 13
split_gain=1.09537e-05 2.49161e-05 5.65464e-05 4.70984e-05 5.00942e-05 6.34519e-05
threshold=-0.084764999999999993 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 0.10393500000000001 -0.070604999999999987
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=-0.0094204486151947351 0.024035191626910309 0.013982143263855063 -0.021797634367447489 0.018110699762509515 -0.020420250607584012 -0.0081281985962793468
leaf_weight=0.0010849786149203476 0.0010270035175732111 0.0012899484952746416 0.0011062883470001166 0.0014903770115766704 0.0011361438951884148 0.0015229133102847075
leaf_count=406 849 349 468 386 405 1047
internal_value=0 0.00132303 -0.0012761 0.00310969 -0.00295564 0.00482592
internal_weight=0 0.00757267 0.00628273 0.00517644 0.00368606 0.00254992
internal_count=3910 3504 3155 2687 2301 1896
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=8
num_cat=0
split_feature=47 43 52 2 2 3 0
split_gain=3.14944e-05 4.9295e-05 5.77066e-05 3.7648e-05 3.56603e-05 3.42782e-05 1.94911e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.099015000000000006 0.084235000000000018 0.11476000000000001 -0.083934999999999996
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=0.00043829634147410606 -0.00033043748622543372 0.00031303737983454972 -0.00033450644136797281 0.00049838555797422613 -0.0002723724777603468 2.1484014776107641e-05 -7.2560003903322879e-05
leaf_weight=0.0010282809041123383 0.0010111356238837179 0.0010097655835277163 0.0017255937839364879 0.0011981955736797131 0.0015867997459493659 0.0011221191043330452 0.0010062322673680367
leaf_count=248 179 320 1103 571 863 166 460
internal_value=0 3.52221e-05 -1.89666e-05 7.29604e-05 -5.24921e-05 0.000267753 0.000120577
internal_weight=0 0.00867699 0.00764871 0.00592311 0.0036028 0.00232031 0.002016
internal_count=3910 3731 3483 2380 1643 737 780
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=7
num_cat=0
split_feature=49 2 4 15 49 4
split_gain=1.81745e-05 3.10769e-05 4.31978e-05 5.62926e-05 3.29772e-05 2.87009e-05
threshold=0.10513500000000002 0.11260500000000001 -0.34687499999999999 -0.10981499999999998 -0.052649999999999995 -0.034289999999999994
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=-0.00046846306802070866 0.00024419280268426276 0.00020184378871100026 -0.00044608687350952269 -0.00018647528795751023 -4.2298580532530902e-05 0.00033557172102642867
leaf_weight=0.0010126199904227457 0.0010053776748106527 0.001694350705100176 0.0010139864811285976 0.0013947970149491141 0.0013413138119710113 0.0018233154145889522
leaf_count=223 366 502 336 314 1344 825
internal_value=0 -3.49845e-05 -9.59119e-05 -2.8224e-05 6.4706e-05 0.000175413
internal_weight=0 0.00828038 0.00658603 0.00557341 0.00455943 0.00316463
internal_count=3910 3544 3042 2819 2483 2169
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=8
num_cat=0
split_feature=376 52 48 2 1 4 2
split_gain=4.39912e-05 3.62797e-05 3.9489e-05 3.88473e-05 8.42854e-05 3.42085e-05 3.30253e-05
threshold=0.048375000000000008 -0.081429999999999989 -1.0000000180025095e-35 0.090815000000000021 0.10521500000000002 -0.013199999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-6.3283874501793934e-05 0.00037843133835753392 0.00023982313616279809 -0.0002054732684511085 -0.00063687349595754113 3.6175348497969477e-06 0.00043370311694016731 0.00026479889510235043
leaf_weight=0.0010958871162503364 0.0010666604631204184 0.0010086232733359582 0.0012483681009486957 0.0016152889480928346 0.0015459341060126059 0.0010357336022537816 0.0010630062818432684
leaf_count=540 206 158 682 710 281 337 996
internal_value=0 -4.37052e-05 -0.000116687 -0.000182393 -0.000323654 0.000178197 1.0806e-05
internal_weight=0 0.00861284 0.00648122 0.0054726 0.00316122 0.00213162 0.00231137
internal_count=3910 3704 2827 2669 991 877 1678
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=8
num_cat=0
split_feature=1 4 147 151 16 51 4
split_gain=3.45785e-05 5.57452e-05 2.50509e-05 4.95679e-05 8.28091e-05 9.49201e-05 5.34758e-05
threshold=0.076710000000000014 -0.084009999999999987 1.0000000180025095e-35 -0.0088999999999999982 -0.055679999999999993 -0.093874999999999986 0.24280000000000004
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=4.9338577816958771e-05 -0.00031819756523349173 -0.00051146691041710057 0.00036388947877031896 0.00011841794193511435 0.00025352662007563614 -0.00058829048816539027 0.00068844597920200668
leaf_weight=0.0016614285459062238 0.001250655437619555 0.0011553514727246279 0.0010009527846686038 0.0015367999903574772 0.001017255114459073 0.0010429469435356594 0.0010755836203904731
leaf_count=422 264 1586 180 509 246 445 258
internal_value=0 -0.000180686 7.69898e-05 2.85073e-05 0.000121306 -0.000172631 0.000353113
internal_weight=0 0.00281678 0.00692419 0.00592324 0.00467259 0.0020602 0.00261238
internal_count=3910 2008 1902 1722 1458 691 767
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=7
num_cat=0
split_feature=16 1 3 42 43 4
split_gain=1.11186e-05 2.18333e-05 4.03212e-05 3.1046e-05 2.55904e-05 2.66821e-05
threshold=-0.52908499999999992 0.10752500000000002 0.11265500000000002 0.084100000000000022 1.0000000180025095e-35 -0.060264999999999992
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=-0.0097934675280064842 -0.016294172689292317 0.019416346443151898 -0.005051112084147831 -0.016937967157429831 0.014773085842722872 0.0042207702911055481
leaf_weight=0.0010269670425560613 0.0010133637420904709 0.0015061827578302705 0.0012183399953196556 0.0011660203892421201 0.0010757341859734186 0.001693444535960337
leaf_count=179 702 458 215 1424 297 635
internal_value=0 0.00128608 0.0084751 -0.00267196 0.00172573 -0.00345953
internal_weight=0 0.00767309 0.00272452 0.00494856 0.00378254 0.00270681
internal_count=3910 3731 673 3058 1634 1337
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=7
num_cat=0
split_feature=2 52 3 4 12 4
split_gain=1.0723e-05 3.00575e-05 2.72504e-05 3.30427e-05 6.63889e-05 2.21041e-05
threshold=0.10946500000000002 0.084890000000000007 0.090325000000000003 -0.076854999999999993 0.093125000000000013 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=0.012464654187387568 0.015799218183363026 -0.015246769288877821 0.016063000808079021 -0.021710882130164439 0.010551359774899856 -0.002796109721093302
leaf_weight=0.001056471108990889 0.0011389000110701071 0.0013875221011590009 0.0010094578820123872 0.0015537497186277347 0.0010820095894805413 0.0014570674841774809
leaf_count=632 353 1032 176 988 315 414
internal_value=0 -0.00231366 0.00150305 -0.00247765 -0.00846686 0.00536201
internal_weight=0 0.00608921 0.00470169 0.00369223 0.00263576 0.00259597
internal_count=3910 3143 2111 1935 1303 767
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=8
num_cat=0
split_feature=147 376 52 4 16 0 15
split_gain=2.69478e-05 4.3348e-05 4.51858e-05 4.3209e-05 3.28442e-05 5.83201e-05 4.78315e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.016464999999999997 -0.055679999999999993 -0.10209999999999998 -0.106555
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=-0.00012026340841279117 0.00030112405451080396 0.00034097367567288174 2.4234252164867911e-05 0.00045175527325371195 -0.0003973445344446212 0.00028452307554346142 -0.00051339242420703267
leaf_weight=0.0010286159260987655 0.0010153645586883061 0.0010287052229648727 0.0012839953202507192 0.0010025490206890513 0.0018008932962653092 0.0011844878062094964 0.0012611162377973656
leaf_count=486 234 194 217 327 860 1388 204
internal_value=0 -3.66607e-05 -8.80349e-05 0.000162075 -0.000179892 -7.48919e-05 -0.000242163
internal_weight=0 0.00859036 0.00756166 0.00203116 0.00553049 0.0037296 0.00254511
internal_count=3910 3676 3482 813 2669 1809 421
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=7
num_cat=0
split_feature=12 13 52 4 0 43
split_gain=9.55519e-06 4.69503e-05 4.15887e-05 3.36553e-05 3.31306e-05 2.81652e-05
threshold=0.080120000000000011 -0.00059999999999999995 -0.074484999999999982 0.08734500000000002 -0.15137999999999999 -0.07526999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -4 -2
right_child=3 2 4 -5 -6 -7
leaf_value=0.019880653452565258 0.00018512795083356693 -0.018890325387681026 0.01615801492210631 0.0078142286821335817 -0.0066743311555112639 -0.02200335151556573
leaf_weight=0.0012220126233455555 0.0010946892828887637 0.0011122661585465121 0.0012224821728839793 0.0015104493776491208 0.0013236118404465476 0.0011983180471649764
leaf_count=550 1076 184 158 292 187 1463
internal_value=0 0.00291002 -0.00275872 -0.00377587 0.0042884 -0.0114105
internal_weight=0 0.00488037 0.00365836 0.00380346 0.00254609 0.00229301
internal_count=3910 1079 529 2831 345 2539
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=2.47001e-05 2.898e-05 5.29261e-05 7.74071e-05 4.98141e-05 6.4187e-05 0.000104901
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.083725000000000008 0.0057500000000000008 0.11230000000000001
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=0.00036856066145027425 0.00028253056533479159 -0.00034562267908373723 -0.00041296040642664064 -0.00053874054612727015 0.00037738304884007691 0.00049073249931787981 -0.00034997673182496342
leaf_weight=0.001276745195937427 0.0010432887491316238 0.0010287154212670511 0.0013840803833749466 0.0011095364403864248 0.0012243264974046951 0.0012966682914551035 0.0010190853257164502
leaf_count=320 206 401 913 337 1374 206 153
internal_value=0 -3.74871e-05 5.87332e-06 -7.08722e-05 3.45502e-05 -7.88979e-05 0.000120765
internal_weight=0 0.00833916 0.00731044 0.0060337 0.00492416 0.00369983 0.00231575
internal_count=3910 3704 3303 2983 2646 1272 359
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=7
num_cat=0
split_feature=16 0 47 49 15 3
split_gain=1.15884e-05 1.68703e-05 5.04779e-05 2.86928e-05 2.17573e-05 1.71135e-05
threshold=-0.52908499999999992 -0.017269999999999997 0.09252500000000001 -0.0019649999999999997 -0.10192499999999999 -0.115685
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=-0.0099915890687191679 -0.0071404098991652148 0.018112234447766377 -0.020479513033865752 -0.0020352927547011004 0.016306833606875605 3.6294548307014113e-05
leaf_weight=0.0010271302981384204 0.0016632001102135463 0.0010352303090271969 0.0011250030311364522 0.0010302153080562813 0.0017372170419309564 0.0010601341896036131
leaf_count=179 564 193 342 378 2017 237
internal_value=0 0.00132075 -0.00156305 0.00324012 0.00947872 0.00896685
internal_weight=0 0.007651 0.00555564 0.00443063 0.00276743 0.00209536
internal_count=3910 3731 3301 2959 2395 430
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=7
num_cat=0
split_feature=49 15 16 133 16 2
split_gain=1.01794e-05 2.86998e-05 2.52917e-05 2.37316e-05 3.79417e-05 3.25802e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 1.0000000180025095e-35 0.05259500000000001 0.094010000000000024
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=0.015736387089400238 -0.016493840027667333 -0.0068518581374441209 0.0055218502728414109 -0.012824789416908376 0.015214835186938176 -0.017485020935494998
leaf_weight=0.0012685897052975947 0.0010205341130867553 0.0010105716602418885 0.0015111370152662961 0.0010470878576846442 0.001767764337749919 0.0010385289792129507
leaf_count=249 261 310 1063 1189 511 327
internal_value=0 0.00572084 -0.0020641 0.000680981 0.00395648 -0.0038493
internal_weight=0 0.00227916 0.00638505 0.00536452 0.00431743 0.00254967
internal_count=3910 559 3351 3090 1901 1390
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=6
num_cat=0
split_feature=2 52 3 43 0
split_gain=1.1017e-05 2.43701e-05 2.38472e-05 2.89065e-05 1.90297e-05
threshold=0.10946500000000002 0.084890000000000007 0.090325000000000003 -0.06705499999999999 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0070389349940211668 -0.0016447891016581004 -0.014030380596477935 0.01474898796257537 -0.010774701210283982 0.015795752630589469
leaf_weight=0.001676521589308878 0.00154047372545799 0.0013794697579365932 0.0010043979470940757 0.0019948467074930275 0.0010534561081939752
leaf_count=989 208 1032 176 946 559
internal_value=0 -0.00235062 0.0010952 -0.00264015 0.00543823
internal_weight=0 0.00605524 0.00467577 0.00367137 0.00259393
internal_count=3910 3143 2111 1935 767
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=8
num_cat=0
split_feature=376 1 42 3 0 15 4
split_gain=4.46504e-05 4.99443e-05 4.4484e-05 4.15999e-05 4.05975e-05 4.54343e-05 2.23751e-06
threshold=0.048375000000000008 0.12864500000000004 0.091955000000000023 -0.100615 -0.087899999999999992 -0.095799999999999982 -0.07712999999999999
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=0.00011758258105099291 0.00037659561453952384 0.00031979969212734974 -0.00049320318387042355 -0.00029162637646061904 -0.00049715636503075975 0.00017119410007510104 0.00024777067256583063
leaf_weight=0.0010114275335144009 0.0010712039466541081 0.0012168467640811835 0.0010011519361263037 0.0015664239200818167 0.0010297595100819974 0.0017010845875118914 0.0010188148548549252
leaf_count=256 206 276 710 356 1384 531 191
internal_value=0 -4.80734e-05 -0.000109155 -4.83899e-05 -0.000157669 -5.06793e-05 0.000182913
internal_weight=0 0.00854551 0.00732866 0.00632751 0.00429727 0.00326751 0.00203024
internal_count=3910 3704 3428 2718 2271 887 447
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 3
split_gain=1.05544e-05 2.11039e-05 5.75916e-05 3.91119e-05 5.66999e-05 3.44001e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26538000000000006 -0.0071449999999999994 0.077110000000000012 -0.069909999999999986
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=0.0092454057124408857 -0.020257448165092885 0.011343537880382962 -0.025232415223663721 -0.0010967863419376435 0.0077804904262872149 0.022308118127910486
leaf_weight=0.0010778168101628124 0.0015653766664912327 0.0011196859169788987 0.0010279426902458245 0.0013645361479634106 0.0013375336867395286 0.0011633917396421784
leaf_count=317 777 588 431 1167 388 242
internal_value=0 -0.00133057 -0.00352774 0.000580501 -0.0073388 0.00967451
internal_weight=0 0.00757847 0.00645878 0.00543084 0.00290291 0.00252793
internal_count=3910 3593 3005 2574 1165 1409
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=7
num_cat=0
split_feature=49 13 1 2 49 1
split_gain=2.43359e-05 3.34006e-05 4.30133e-05 4.91071e-05 4.32685e-05 2.4237e-05
threshold=0.10513500000000002 -0.090744999999999978 0.11986000000000001 0.084235000000000018 -0.045004999999999996 0.076710000000000014
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=-3.325891850208808e-05 0.00028617124221981701 0.00025036777952273356 -0.00043342332606522739 0.00010935457270736017 -0.00034810446735796858 0.00039689580783621906
leaf_weight=0.0010011057868615555 0.0010110216452214474 0.0016520283306910881 0.001244258047462421 0.0013318815199005536 0.0019717626729962531 0.0010133845908080388
leaf_count=229 366 860 243 256 1606 350
internal_value=0 -3.62162e-05 -0.000107486 -2.56509e-05 -0.000163677 0.000183129
internal_weight=0 0.00821442 0.00619993 0.00495567 0.00330364 0.00201449
internal_count=3910 3544 2965 2722 1862 579
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=6
num_cat=0
split_feature=49 160 13 1 15
split_gain=9.19528e-06 2.38332e-05 3.94845e-05 3.68537e-05 4.22782e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.083514999999999992 0.11215000000000001 -0.076594999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010406402315080752 0.0087284792145130557 0.0078892133815983839 -0.018076420323920189 -0.023347669687637834 0.0065559309143615047
leaf_weight=0.001428725077331266 0.0010561682705211226 0.0019378865001509335 0.0011473332892880522 0.0013015368787587232 0.0017744486212796034
leaf_count=863 541 726 279 240 1261
internal_value=0 -0.00123033 -0.00392877 -0.0093515 -0.00311677
internal_weight=0 0.00758993 0.00616121 0.00422332 0.00292178
internal_count=3910 3369 2506 1780 1540
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=8
num_cat=0
split_feature=376 2 4 3 3 16 15
split_gain=3.68137e-05 3.86498e-05 4.04753e-05 6.2617e-05 4.10105e-05 3.60867e-05 4.25656e-05
threshold=0.048375000000000008 -1.0000000180025095e-35 -0.0037349999999999992 -0.115685 0.082730000000000012 -0.30307999999999996 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=0.00029701735532515505 0.00033634739068640453 0.00010787862258843998 -0.00022900397565918127 -0.00074640266382521351 -0.00019074452834820513 -0.00013521815077233395 0.00034959307187499005
leaf_weight=0.0010903208221586082 0.0010799366300479904 0.0011095937949951915 0.001433907847666394 0.0010294091551612003 0.0010133939347370688 0.0011766909630392265 0.0017053277631956657
leaf_count=199 206 260 380 1872 205 301 487
internal_value=0 -4.78367e-05 -9.81829e-05 -0.000267083 -0.000470752 2.51835e-05 0.000151651
internal_weight=0 0.00855864 0.00746832 0.0031524 0.0020428 0.00431593 0.00288202
internal_count=3910 3704 3505 2337 2077 1168 788
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 47 3
split_gain=2.80656e-05 3.98811e-05 4.66545e-05 7.92768e-05 4.7067e-05 3.95837e-05 5.26714e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 1.0000000180025095e-35 0.096385000000000012
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=0.00034909761773539559 0.00029874252986237279 -0.00040685921454089175 -0.00018341931834892517 -0.00054186483887050992 0.00040882795476714827 -0.00038969834966951514 0.00035508690692214817
leaf_weight=0.0012757181688852984 0.001045834645899653 0.0010118248195967235 0.0015358480057282033 0.001090993544973785 0.0010578288987854591 0.0010181097223709301 0.0012805616185851991
leaf_count=320 206 401 1360 337 870 239 177
internal_value=0 -4.21684e-05 8.66503e-06 -6.39192e-05 4.26627e-05 -5.83513e-05 6.1428e-05
internal_weight=0 0.00827088 0.00725906 0.00598334 0.00489235 0.00383452 0.00281641
internal_count=3910 3704 3303 2983 2646 1776 1537
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=6
num_cat=0
split_feature=160 15 52 49 2
split_gain=1.08137e-05 2.12929e-05 3.9457e-05 6.68391e-05 7.8929e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 0.071660000000000015 -0.081419999999999979 0.094010000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0066812780350698781 0.014778695410350613 0.015497296338872146 0.012129910545417698 0.00046870715411620982 -0.032724467312712065
leaf_weight=0.0019021406839500382 0.0010724025003290413 0.0010577609764876113 0.0017079860776636471 0.0016617524523269206 0.0012592133690697556
leaf_count=1218 330 194 759 828 581
internal_value=0 0.00185389 -0.000583476 -0.00604107 -0.0138407
internal_weight=0 0.00675912 0.00568671 0.00397873 0.00292097
internal_count=3910 2692 2362 1603 1409
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=1.0433e-05 2.62612e-05 3.66268e-05 3.01787e-05 2.98837e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0087033774685160107 -0.0093033850420098079 0.017049327640462877 -0.01407257804014778 -0.0052262700269800292 0.01555029520904448
leaf_weight=0.0019550675755526372 0.0010619109190316781 0.0016927258608626632 0.0011617305439129378 0.0013888015908631629 0.0013803719093427708
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00128024 0.00475107 -0.000544812 0.00513039
internal_weight=0 0.0075787 0.00562363 0.0039309 0.00276917
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=7
num_cat=0
split_feature=2 13 2 2 16 12
split_gain=1.12859e-05 2.63147e-05 4.18694e-05 1.5195e-05 2.14267e-05 1.01027e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 0.12663500000000003 -0.19424999999999998 0.051320000000000005
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=0.009676717466648237 0.019826270403324811 0.010007093512629531 -0.018360199755640474 -0.005662249812823531 0.0010599901267609941 -0.0043945057328440085
leaf_weight=0.0010200894614961803 0.0010028246786058395 0.0011707416286372372 0.0017756621861535248 0.00109080210469128 0.0015469462974581963 0.0010208730945110395
leaf_count=251 194 219 1455 369 583 839
internal_value=0 -0.00310803 -0.00713107 0.00421517 0.00844077 0.0026384
internal_weight=0 0.00498737 0.00381662 0.00364057 0.00254977 0.00204096
internal_count=3910 2764 2545 1146 777 1090
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=8
num_cat=0
split_feature=47 43 52 2 3 4 49
split_gain=3.94121e-05 4.37357e-05 5.94034e-05 4.18865e-05 5.56172e-05 4.09257e-05 9.12046e-05
threshold=0.11669500000000001 -0.18906999999999999 0.084890000000000007 0.099015000000000006 0.11476000000000001 -0.017449999999999997 -0.029304999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00042063871052532595 -0.00036699137579439283 0.00022388210860089291 -0.00032997231336504094 0.00058442407898598567 -2.0644572484140311e-05 0.00018112987713862056 -0.00060081446886537933
leaf_weight=0.0010324582378543499 0.0010124405046159522 0.0013404511233511707 0.0017222290341990677 0.0011928216300739294 0.0011444320361331181 0.001154299810775502 0.0011397476344835178
leaf_count=248 179 803 1103 571 166 206 634
internal_value=0 4.17004e-05 -9.14951e-06 8.33745e-05 0.000288153 -4.83136e-05 -0.000207362
internal_weight=0 0.00872644 0.00769398 0.00597175 0.00233725 0.0036345 0.00229405
internal_count=3910 3731 3483 2380 737 1643 840
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=7
num_cat=0
split_feature=160 133 42 13 2 15
split_gain=1.01034e-05 3.12603e-05 4.29906e-05 2.68064e-05 2.63541e-05 1.86289e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 -0.094679999999999986 0.086245000000000002 -0.068324999999999983
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=0.011387055052499942 0.0077938440453692824 -0.016131508078142245 0.017476563123378096 0.0023908067573926127 -0.024303997701376534 -0.0051959009993779335
leaf_weight=0.0010152510794693499 0.0013898018394491443 0.0012172692200185398 0.0013084075558661128 0.0016631261888588058 0.0010011924746773297 0.0010404212861631983
leaf_count=241 498 1198 708 539 282 444
internal_value=0 -0.00151427 0.00143728 -0.0030089 -0.00695398 -0.0145664
internal_weight=0 0.00724567 0.0060284 0.00471999 0.00370474 0.00204161
internal_count=3910 3412 2214 1506 1265 726
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=8
num_cat=0
split_feature=147 376 52 4 13 15 3
split_gain=3.38435e-05 4.43984e-05 5.84799e-05 7.20982e-05 4.63596e-05 5.04514e-05 2.52635e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.013199999999999998 -0.083924999999999986 -0.074174999999999977 0.090325000000000003
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=-0.00018007587725443424 0.00032880005749086458 0.00034012926259473301 5.5653908560769328e-05 0.00055330462981455404 -0.00035010236097051924 -0.00058930424346014725 8.038675760302552e-05
leaf_weight=0.0010348740625057767 0.0010449920273469552 0.0010151561912138899 0.0018052749551494998 0.0010266685464770679 0.0010134399902370925 0.0016046368337151794 0.0010855070147676726
leaf_count=508 234 194 867 305 442 1272 88
internal_value=0 -4.49251e-05 -9.65591e-05 0.000185155 -0.000201983 -0.000327566 -0.000127467
internal_weight=0 0.00858556 0.0075704 0.00206154 0.00550886 0.00370358 0.00209895
internal_count=3910 3676 3482 813 2669 1802 530
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=7
num_cat=0
split_feature=2 13 2 15 4 4
split_gain=1.14124e-05 2.12069e-05 3.24743e-05 1.53021e-05 3.08209e-05 1.25774e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.14487999999999998 0.028075000000000006 0.0057500000000000008
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=0.0098450707851063367 0.014566983954527791 0.0086350173998655071 -0.016641115861947459 0.0087453436162612651 -0.013578558915220782 -0.0058304626488422107
leaf_weight=0.0010027117141679102 0.0010289671288598885 0.0011735143240863043 0.001773322164690669 0.0016101769118099518 0.0010041232889010316 0.0010456087324352073
leaf_count=808 266 219 1455 561 319 282
internal_value=0 -0.0031233 -0.00673393 0.00423684 0.000170984 0.00184316
internal_weight=0 0.00499516 0.00382164 0.00364327 0.0026143 0.00204832
internal_count=3910 2764 2545 1146 880 1090
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=7
num_cat=0
split_feature=2 150 0 3 12 2
split_gain=1.17827e-05 4.19473e-05 4.10401e-05 3.81518e-05 6.50911e-05 3.04737e-05
threshold=0.086650000000000019 0.083680000000000018 -0.14136999999999997 -1.0000000180025095e-35 0.096315000000000026 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.028192695543854025 -0.016143080642401261 0.018631967779181097 0.017171382864668256 0.011012295875578976 0.0064617154650840935 -0.0041160788805684346
leaf_weight=0.001182209512283091 0.00138027270989623 0.0012821457582312392 0.0011754662263492562 0.0010341398654909652 0.0010008770368246361 0.0015715529080123848
leaf_count=1218 257 348 954 175 230 728
internal_value=0 0.0028326 -0.00207548 -0.00480974 -0.0123047 0.00499296
internal_weight=0 0.00540944 0.00412729 0.00321723 0.00218309 0.00274702
internal_count=3910 2287 1939 1623 1448 1682
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=7
num_cat=0
split_feature=42 160 49 49 16 1
split_gain=1.21653e-05 2.35522e-05 5.52075e-05 2.25944e-05 4.40241e-05 2.95778e-05
threshold=0.093125000000000013 0.084835000000000008 -0.0019649999999999997 1.0000000180025095e-35 -0.077034999999999978 0.088495000000000018
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=-0.018407727181447515 -0.0098178425012445322 0.013655995156297063 0.024147437805382903 -0.0089165261840934828 0.010114009052359969 -0.01137274904289827
leaf_weight=0.0014259257218346196 0.0011039400033690345 0.0013013770697887853 0.0011298726551253963 0.0010529687649479718 0.0014307097421566734 0.0011601643468831619
leaf_count=519 787 437 829 586 409 343
internal_value=0 0.0014257 -0.00114158 0.00401588 0.00767574 0.00049248
internal_weight=0 0.00750102 0.00619964 0.00477372 0.00372075 0.00259087
internal_count=3910 3123 2686 2167 1581 752
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=7
num_cat=0
split_feature=2 52 13 43 0 2
split_gain=1.23403e-05 2.83055e-05 2.11493e-05 4.72487e-05 2.92303e-05 1.83171e-05
threshold=0.10946500000000002 0.084890000000000007 1.0000000180025095e-35 -0.019509999999999996 -0.13506999999999997 0.12663500000000003
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=0.021198643712896523 0.01301620545009278 -0.015099818869165156 -0.0096876763627470365 0.0074511817417863453 -0.015911416938959543 -0.0040789902567505854
leaf_weight=0.001211736969308205 0.0014824718247069856 0.0013739761324437876 0.0012823925653337137 0.0011433600774223922 0.0010073905176540515 0.0010858551999391498
leaf_count=939 398 1032 360 177 635 369
internal_value=0 -0.00249095 0.00123882 0.00540598 -0.00349163 0.00578858
internal_weight=0 0.00601886 0.00464488 0.00336249 0.00215075 0.00256833
internal_count=3910 3143 2111 1751 812 767
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=8
num_cat=0
split_feature=147 42 15 3 12 2 1
split_gain=3.44325e-05 3.31059e-05 4.37892e-05 2.59212e-05 4.07964e-05 4.83945e-05 6.03702e-05
threshold=1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35 -0.10140999999999999 1.0000000180025095e-35 0.11230000000000001 0.094385000000000011
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=0.00032432683239114673 0.00034310513884751672 -0.00035039614699430529 -0.00033807228884077771 6.0433629363223501e-06 -0.0003036890269328655 -0.00020645047281257753 0.00064067514171210294
leaf_weight=0.0012758479338922423 0.0010079699970937704 0.0011440596760247434 0.0011718018215926855 0.0013435615489419367 0.0011959417996806965 0.0011938290425194033 0.001009124311624959
leaf_count=269 234 756 1079 215 912 219 226
internal_value=0 -4.05867e-05 8.70884e-06 7.62293e-05 9.48443e-06 0.000115092 0.000278252
internal_weight=0 0.00833417 0.00719011 0.0060183 0.00474246 0.00354651 0.00235269
internal_count=3910 3676 2920 1841 1572 660 441
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.20249e-05 2.2393e-05 3.8269e-05 3.07197e-05 5.40117e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.085924999999999987 0.022165000000000004 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0099708341302591243 0.0076083773856084162 -0.016042911906232398 0.014146018681768568 0.0075906507497507398 -0.022450641571558964
leaf_weight=0.0013011459175839204 0.0016683275307464848 0.0019197726697132368 0.0012458260873015924 0.0014123607497242487 0.00103857032904371
leaf_count=556 441 860 1283 383 387
internal_value=0 -0.00184998 -0.00458844 0.00136002 -0.0051392
internal_weight=0 0.00691768 0.00561653 0.00369676 0.00245093
internal_count=3910 3469 2913 2053 770
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=8
num_cat=0
split_feature=147 151 52 2 1 13 4
split_gain=3.56871e-05 3.66324e-05 5.02475e-05 5.01992e-05 6.38681e-05 3.17662e-05 3.45878e-05
threshold=1.0000000180025095e-35 -0.0088999999999999982 0.11401500000000002 0.089910000000000004 0.095575000000000007 -0.090744999999999978 -0.0070149999999999995
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=-0.0003204324756008321 0.00035147206260393763 -0.0004570474279556866 -0.00037013182293107316 0.00049609954069687243 0.00016370457888767508 -0.00015180548759007482 0.00035921380576546254
leaf_weight=0.0014656719881578854 0.0010092118162407836 0.0011503393372093986 0.0010701247405200823 0.0012640765917749735 0.001428686589500227 0.0010317252392960006 0.0010055045094940569
leaf_count=508 234 1234 581 193 292 477 391
internal_value=0 -3.87275e-05 2.06768e-05 9.17976e-05 -0.000113173 0.000251924 0.000100416
internal_weight=0 0.00841613 0.00695046 0.00588033 0.00257903 0.00330131 0.00203723
internal_count=3910 3676 3168 2587 1526 1061 868
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 16 1
split_gain=2.46583e-05 3.23928e-05 4.2054e-05 7.68662e-05 4.77403e-05 3.1013e-05 5.84159e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 -0.15595499999999998 0.095575000000000007
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=0.00033652246175935006 0.00028709029699955396 -0.00036615842250583267 -0.00033349184716595994 -0.00052882187733353314 0.00042010108536473517 -0.00020756133732428118 0.00037666099648491489
leaf_weight=0.0012482854207631127 0.0010164490446067332 0.0010062127417062297 0.00109300065710567 0.0010932570656469638 0.0010356146558649954 0.0014422105186867721 0.0012101470450321702
leaf_count=320 206 401 270 337 870 1316 190
internal_value=0 -3.68411e-05 9.68224e-06 -5.97719e-05 4.74849e-05 -5.55458e-05 5.89921e-05
internal_weight=0 0.00812873 0.00712252 0.00587423 0.00478097 0.00374536 0.00265236
internal_count=3910 3704 3303 2983 2646 1776 1506
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=6
num_cat=0
split_feature=49 160 13 49 3
split_gain=1.1112e-05 2.57756e-05 3.04374e-05 3.08557e-05 9.7153e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.083514999999999992 -0.029304999999999998 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010770663310353305 0.0096102048375179133 0.006235173018802111 0.0021999106493030894 -0.039824103728790271 -0.00035945549022187569
leaf_weight=0.0014228121094648979 0.0010536460953248141 0.0019259045463130469 0.0015590312595431376 0.0010141129939384898 0.0016207032289438832
leaf_count=863 541 726 288 966 526
internal_value=0 -0.00135312 -0.00417184 -0.00895097 -0.015549
internal_weight=0 0.00754256 0.00611975 0.00419385 0.00263482
internal_count=3910 3369 2506 1780 1492
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.17433e-05 2.94275e-05 2.76358e-05 5.27535e-05 7.70926e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085790000000000019 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012374563111302708 0.0080800315761538812 0.035417243741880204 -0.011190763697032386 -0.010146643853913055 0.00065987619176948245
leaf_weight=0.0018943093352688485 0.001483314367020783 0.0010467851054605068 0.0011911122768836786 0.0013274429904402141 0.0016346870734645622
leaf_count=1859 288 510 310 250 693
internal_value=0 -0.00170373 0.00218352 0.00615724 0.0142284
internal_weight=0 0.00709434 0.00520003 0.00400892 0.00268147
internal_count=3910 3622 1763 1453 1203
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=7
num_cat=0
split_feature=47 2 457 15 16 0
split_gain=1.03199e-05 2.0351e-05 3.76783e-05 5.73761e-05 2.85716e-05 4.51918e-05
threshold=0.10561500000000001 -1.0000000180025095e-35 0.041935000000000007 -0.07142999999999998 -0.084184999999999996 -0.014809999999999999
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=0.011315429049183034 0.0077999715002271862 -0.023414523229603409 0.012690520517632468 -0.01417065449777539 0.02068231667519331 -0.0069784755042502705
leaf_weight=0.00104866119251751 0.0014131356584511584 0.0015583707240494067 0.0011328064417444068 0.0010288413774042814 0.0010961083961194774 0.0012808528156186625
leaf_count=269 280 936 311 593 1289 232
internal_value=0 -0.00155259 -0.00376585 -0.00752113 -0.000248897 0.00577698
internal_weight=0 0.00714564 0.00609698 0.00496417 0.0034058 0.00237696
internal_count=3910 3630 3361 3050 2114 1521
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 1 16
split_gain=3.12249e-05 3.76998e-05 4.26397e-05 7.68285e-05 5.44383e-05 3.36993e-05 5.03153e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 0.095575000000000007 -0.075409999999999991
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=0.00034425461882325842 0.00032556425829760279 -0.00039449000374165824 -0.00027245801478015263 -0.00053492541687160126 0.00044384588973293458 -0.00019807807760974515 0.00041100183461346122
leaf_weight=0.0012242838895816259 0.0010171950971753349 0.0010041430974653794 0.0016467804406218446 0.0010631247790093444 0.0010433918355449304 0.0010557493538803206 0.0010303520979513022
leaf_count=320 206 401 1418 337 870 224 134
internal_value=0 -3.89906e-05 1.15457e-05 -5.82098e-05 4.78998e-05 -6.27726e-05 0.000102754
internal_weight=0 0.00806783 0.00706368 0.0058394 0.00477627 0.00373288 0.0020861
internal_count=3910 3704 3303 2983 2646 1776 358
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=8
num_cat=0
split_feature=376 1 52 12 2 2 4
split_gain=3.86012e-05 6.15062e-05 3.65637e-05 3.16629e-05 3.23316e-05 3.73259e-05 2.33443e-05
threshold=0.048375000000000008 0.12864500000000004 0.10218500000000001 0.097345000000000015 0.089785000000000018 0.11230000000000001 -0.011514999999999999
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=-8.7529109493218794e-05 0.00035376239761180961 0.00036780848314198661 -0.000430832586769141 0.00025646546715345437 0.0001840581307656267 -0.00028562120984884838 -0.0004984319493269954
leaf_weight=0.0010304600355005183 0.0010559632450910543 0.0011961530824271044 0.0011620727913129103 0.0010612181511295221 0.0018587404667810565 0.001000790255112791 0.0010979656335711103
leaf_count=1043 206 276 662 436 601 243 443
internal_value=0 -4.39761e-05 -0.00011228 -5.10849e-05 -0.000116518 1.96778e-05 -0.000299497
internal_weight=0 0.0084074 0.00721125 0.00604917 0.00498796 0.00285953 0.00212843
internal_count=3910 3704 3428 2766 2330 844 1486
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=7
num_cat=0
split_feature=2 0 0 0 15 16
split_gain=1.20476e-05 2.54098e-05 3.41938e-05 1.74192e-05 1.62332e-05 2.31985e-05
threshold=0.099015000000000006 -0.06402999999999999 -0.10575999999999998 0.0059850000000000016 -0.14487999999999998 -0.015314999999999997
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=-0.00040755902228855776 0.0150674514340828 0.014446155700578295 -0.022542405176250644 -0.0040339009758582596 -0.0089495812101209986 0.009994429265615435
leaf_weight=0.0017573161057037306 0.0010208517831122861 0.0010363814553402757 0.0011576519076867942 0.0010043622787123093 0.0013417166769231412 0.001247408936565654
leaf_count=342 266 147 2089 186 421 459
internal_value=0 -0.00320685 -0.0091982 0.0053511 0.00438811 0.00017741
internal_weight=0 0.00495571 0.00291497 0.00204074 0.00360998 0.00258913
internal_count=3910 2764 2431 333 1146 880
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=8
num_cat=0
split_feature=159 2 12 151 16 16 15
split_gain=2.76602e-05 3.68686e-05 6.38401e-05 3.87913e-05 6.17282e-05 3.85843e-05 3.56611e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.096990000000000007 -0.0088999999999999982 0.15100500000000003 -0.13863999999999996 -0.024209999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 -2
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.00031178739906923312 -0.00058079653674792807 -0.00016088070481789273 0.00027096872159084216 0.00017193941176182868 -0.00010522756979216687 0.00065146839744721565 -7.3968136268610864e-05
leaf_weight=0.0010087442466875695 0.0010711569923369589 0.0013081193830134464 0.0010054996012982143 0.0013120230481240861 0.0013864502150982552 0.0012691676339783098 0.001063838728153388
leaf_count=633 403 436 163 328 417 750 780
internal_value=0 3.18089e-05 -0.000136397 0.000131937 0.000228478 0.000407723 -0.000328251
internal_weight=0 0.00841626 0.0031405 0.00527576 0.00396764 0.00258119 0.002135
internal_count=3910 3277 1346 1931 1495 1078 1183
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=2.48878e-05 2.93168e-05 2.92761e-05 3.18423e-05 2.96483e-05 3.48017e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097940000000000013 -0.032264999999999995
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=-0.00043818602769500533 0.00029086420651216327 0.00025600633595803106 0.00014316131550092556 -0.00042142458530459412 0.0002058022253509664 1.6839754372419133e-06
leaf_weight=0.0011402746128515774 0.0010209170029777592 0.0011510523543467946 0.0016875370301196639 0.0012893230314377693 0.0011071294924270073 0.0017572013793489432
leaf_count=1326 206 276 399 392 387 924
internal_value=0 -3.39291e-05 -8.17316e-05 -0.00015342 -6.71336e-05 -0.000171423
internal_weight=0 0.00813252 0.00698147 0.00529393 0.00400461 0.00289748
internal_count=3910 3704 3428 3029 2637 2250
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=6
num_cat=0
split_feature=160 2 16 0 3
split_gain=1.08861e-05 2.29974e-05 3.97203e-05 4.02743e-05 2.8665e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.15100500000000003 -0.15517999999999996 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0067175036105733337 0.0038082433412307223 0.00060671711498455475 -0.0091777284578390579 0.02369139509675286 -0.017803194837601288
leaf_weight=0.0018865146538313326 0.0013898291832580168 0.0014717321330017517 0.0011788626125249406 0.0015534892721380214 0.0010990938855493437
leaf_count=1218 860 176 410 950 296
internal_value=0 0.00188307 0.0063933 0.012461 -0.00573524
internal_weight=0 0.00669301 0.00420408 0.00302522 0.00248892
internal_count=3910 2692 1536 1126 1156
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=7
num_cat=0
split_feature=15 42 43 2 13 4
split_gain=9.9009e-06 2.85748e-05 5.23016e-05 3.33875e-05 3.76701e-05 4.71318e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.086245000000000002 -0.00059999999999999995 0.0057500000000000008
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=0.016952776401043642 -0.0090478314303479111 -0.024342832114594176 0.0072053136396314794 0.014699312869832885 -0.022449583966417608 0.0048979450083000316
leaf_weight=0.0016545269804065371 0.0010611519775776323 0.0010544705201655687 0.0010475262748619943 0.001178735273507541 0.0011077747666736477 0.0014617939557835496
leaf_count=339 1436 679 505 366 355 230
internal_value=0 0.00127186 -0.00862087 0.00512067 -0.000102099 -0.00689193
internal_weight=0 0.00750483 0.002102 0.00540283 0.0037483 0.00256957
internal_count=3910 2474 1184 1290 951 585
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 15
split_gain=2.96034e-05 3.21606e-05 3.86139e-05 4.3486e-05 4.45688e-05 4.32072e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.094010000000000024 -0.064869999999999983
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=0.00041084974890979965 0.00031315687617009159 -0.00036947441261744228 -0.00026288300008796555 -8.1766957452983585e-05 -0.00026534560714893356 0.00042300754624978741
leaf_weight=0.0012148294644841297 0.0010198858150238894 0.0010055470915423205 0.0015972016925191483 0.001432849267923974 0.0016225749342918413 0.0011962754920275024
leaf_count=693 206 401 1074 287 633 616
internal_value=0 -4.13864e-05 5.31814e-06 8.36807e-05 -9.80062e-06 0.00014791
internal_weight=0 0.00806928 0.00706373 0.00546653 0.0042517 0.00262912
internal_count=3910 3704 3303 2229 1536 903
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=7
num_cat=0
split_feature=0 43 49 4 1 52
split_gain=1.00297e-05 3.28457e-05 2.65414e-05 3.41154e-05 3.85327e-05 6.42725e-06
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001 -0.064794999999999978
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=-0.017443326564264686 0.006909290488505606 -0.0022868144541553252 0.019467848930225649 -0.01397917626402828 0.011105396745347013 -0.013596612949059991
leaf_weight=0.0011113046271539551 0.0016835942193740147 0.0010054208851607365 0.0012908528804327461 0.0011486309515857198 0.0013116656865297355 0.0010044833430387175
leaf_count=381 315 261 1644 590 343 376
internal_value=0 -0.00170274 0.00133361 0.00630201 -0.000605759 -0.00793908
internal_weight=0 0.00687236 0.00576105 0.00375115 0.0024603 0.0020099
internal_count=3910 3595 3214 2577 933 637
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 2
split_gain=1.14285e-05 3.36298e-05 2.77316e-05 2.69358e-05 5.72641e-05 4.46341e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.06402999999999999 0.089910000000000004 0.11230000000000001
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=0.0091795964889550379 -0.017769951851849205 -0.012181893158721285 -0.014609299306933006 0.018338643940166491 0.025939461957532557 -0.0013829461686742917
leaf_weight=0.0011688165531647306 0.0010795832480099861 0.0012231050139605536 0.0015071289707343574 0.0011128466990044982 0.0010354508883412309 0.001414915226124808
leaf_count=261 278 1794 832 282 183 280
internal_value=0 -0.00146366 0.00133354 0.00459383 0.000728792 0.0101627
internal_weight=0 0.00737303 0.00629345 0.00507034 0.0039575 0.00245037
internal_count=3910 3649 3371 1577 1295 463
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=7
num_cat=0
split_feature=0 43 49 4 1 52
split_gain=1.01715e-05 2.83865e-05 2.20293e-05 2.94484e-05 3.10698e-05 5.78046e-06
threshold=0.039665000000000006 -0.14252999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001 -0.064794999999999978
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=-0.016513233242861566 0.0069692236928969161 -0.0019961869490249654 0.017862486133858668 -0.012817698506503104 0.0097358857258041352 -0.012717934468291649
leaf_weight=0.001090071776218034 0.001678842444512085 0.0010062805490200491 0.0012887454097377706 0.0011469094996605774 0.001306754164106225 0.0010050871786843369
leaf_count=342 315 263 1669 598 344 379
internal_value=0 -0.00171688 0.00108633 0.00562255 -0.000806276 -0.00735388
internal_weight=0 0.00684385 0.00575378 0.00374241 0.00245366 0.00201137
internal_count=3910 3595 3253 2611 942 642
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=6
num_cat=0
split_feature=43 4 12 2 3
split_gain=1.14064e-05 2.97478e-05 2.68861e-05 2.43879e-05 5.87507e-05
threshold=-0.18906999999999999 -0.34687499999999999 0.090965000000000018 0.089910000000000004 0.11265500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0091818621477106517 -0.016814460789422871 -0.0038447380942231834 -0.0095742462521374652 0.025066995768458934 -0.0041526350396496811
leaf_weight=0.0011662260806004545 0.0010772847144293026 0.0018125361023386705 0.0016969697719110884 0.0014383528745401278 0.0013192680338136044
leaf_count=261 278 1490 1089 579 213
internal_value=0 -0.00146413 0.00117451 0.00516569 0.0110881
internal_weight=0 0.00734441 0.00626713 0.00457016 0.00275762
internal_count=3910 3649 3371 2282 792
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=8
num_cat=0
split_feature=49 43 48 2 42 4 3
split_gain=2.78109e-05 3.51686e-05 4.72616e-05 4.67965e-05 4.51107e-05 3.12116e-05 2.78522e-05
threshold=0.10513500000000002 -0.049504999999999987 0.086125000000000021 0.096540000000000015 0.085465000000000013 0.05309500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00033188463025385806 0.0003052256926115566 -0.00040836642661995048 -0.00048343695420211344 0.00047497342151116116 0.00023666728433063529 0.00015729992271746874 3.1381073499491415e-05
leaf_weight=0.0010397743868292748 0.0010136942701639744 0.0011236304684364888 0.001177747022648468 0.0010000221589735658 0.0011085719291182362 0.0017750824439691391 0.0010918203150322037
leaf_count=675 366 1143 274 401 552 358 141
internal_value=0 -3.87746e-05 -0.000138293 0.000124592 -3.85052e-05 -3.64287e-05 -0.00019165
internal_weight=0 0.00831665 0.00516828 0.00314837 0.00214835 0.00399053 0.00221545
internal_count=3910 3544 1916 1628 1227 1642 1284
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=6
num_cat=0
split_feature=3 39 3 4 0
split_gain=1.01781e-05 2.69729e-05 2.84398e-05 7.20628e-05 2.78756e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0077642889730445879 0.0083840344831288584 0.011736153272651872 -0.03210229838486138 0.0010487417853043879 0.010881109883536308
leaf_weight=0.0015085335183112612 0.0012362328043903038 0.0012817756299287157 0.0010638678721773976 0.0017091685344594659 0.0017115835933151707
leaf_count=2120 239 424 490 307 330
internal_value=0 -0.00143036 -0.00424633 -0.0116696 0.00214627
internal_weight=0 0.00727493 0.00599315 0.00277304 0.00322012
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=7
num_cat=0
split_feature=49 43 48 0 16 2
split_gain=9.64782e-06 2.3349e-05 4.31994e-05 3.97465e-05 3.36279e-05 2.83454e-05
threshold=0.093425000000000022 -0.049504999999999987 0.086125000000000021 0.0059850000000000016 -0.087089999999999987 0.086650000000000019
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=-0.0036447141896462174 0.0090269328565758377 0.02090425265028582 -0.023608749335617164 -0.01555944194019644 -0.0029135529195231445 0.016537908198664006
leaf_weight=0.0014599850254957015 0.0010379307612655517 0.0010003145116992242 0.0010353120100790123 0.0011772739963635264 0.0014550331756567844 0.0013295854146064354
leaf_count=728 541 528 245 212 844 812
internal_value=0 -0.00126333 -0.0055889 -0.000453176 0.00678988 0.00597487
internal_weight=0 0.0074575 0.00466793 0.00363262 0.00245535 0.00278957
internal_count=3910 3369 1829 1584 1372 1540
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=7
num_cat=0
split_feature=49 15 3 52 49 0
split_gain=1.01529e-05 2.49304e-05 2.36244e-05 5.9917e-05 1.87648e-05 1.41891e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.075954999999999981 0.0033900000000000002 1.0000000180025095e-35 -0.052874999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.016573329142393046 -0.023904021116385003 -0.0045837689674821692 0.01270670532579703 0.0084258934513884113 -0.008475639139199834 -0.0018002093752930535
leaf_weight=0.0010926788581443435 0.0013348887903552311 0.0011359700112834334 0.0017091085438967742 0.001004696537372075 0.0010877139849146851 0.0011134765886457348
leaf_count=228 1246 331 581 926 389 209
internal_value=0 0.00578929 -0.00207207 -0.0100205 0.00268357 0.0069839
internal_weight=0 0.00222865 0.00624988 0.00233959 0.0039103 0.00282259
internal_count=3910 559 3351 2172 1179 790
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=376 52 43 13 1 15
split_gain=2.77535e-05 3.13254e-05 2.81424e-05 3.87119e-05 5.95344e-05 4.52565e-05
threshold=0.048375000000000008 0.10218500000000001 -0.083899999999999988 -0.091849999999999987 0.11052000000000002 -0.035939999999999993
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=0.0002462186858875227 0.0003000857888417022 -0.00032011246531958533 0.00020612096256862226 0.00021571469845789185 -0.00052505791523071814 -0.00031707553259785378
leaf_weight=0.0015145705999925702 0.0010206439036474337 0.0013141913126978981 0.0015289811348418083 0.0015475463709401596 0.0011964625935348893 0.0010149633811530122
leaf_count=752 206 719 403 591 224 1015
internal_value=0 -4.29758e-05 1.05647e-05 -5.6931e-05 -0.000163929 4.6862e-06
internal_weight=0 0.00811672 0.00680252 0.00528795 0.00375897 0.00256251
internal_count=3910 3704 2985 2233 1830 1606
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=8
num_cat=0
split_feature=147 376 52 13 15 4 4
split_gain=3.85161e-05 4.41227e-05 5.56265e-05 4.50605e-05 7.48884e-05 4.02101e-05 3.9249e-05
threshold=1.0000000180025095e-35 0.048375000000000008 -0.081429999999999989 -0.11267999999999999 -0.074174999999999977 -0.021164999999999996 0.26048500000000002
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=-9.586952100060167e-05 0.00036002809601539889 0.00033773793662914047 0.00011947648313278087 0.00016781740827963174 -0.00059297855709415908 0.00045861486846922637 -0.00034884358150883603
leaf_weight=0.0010076792186132586 0.0010081637984721585 0.0010166409345569588 0.0012877320184969555 0.0012656423111598774 0.0018569641501862155 0.0010036241493739211 0.0010215870360800465
leaf_count=444 234 194 248 510 1682 369 229
internal_value=0 -4.54184e-05 -9.77522e-05 -0.000200898 -0.000300449 0.000180814 -6.29483e-05
internal_weight=0 0.00845987 0.00744323 0.00543193 0.00414419 0.0020113 0.00228723
internal_count=3910 3676 3482 2669 2421 813 739
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=7
num_cat=0
split_feature=376 43 52 13 2 49
split_gain=1.82293e-05 3.99169e-05 5.23837e-05 4.83871e-05 4.87552e-05 5.30939e-05
threshold=0.048375000000000008 0.083940000000000015 0.084240000000000023 -0.083514999999999992 0.10796500000000002 -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=0.00045160570755103523 0.00024306520493411784 -0.0003962340206562202 -0.0002936658970476879 -0.00019135463934599203 -0.00032445951877451605 0.00033983070700471378
leaf_weight=0.0012296324667690796 0.0010284655904317539 0.001022639456356644 0.0016059654474359407 0.0011567332384362704 0.0012029197445523141 0.001931428056274154
leaf_count=693 206 401 1074 237 358 941
internal_value=0 -3.39659e-05 1.80175e-05 0.000108686 1.04201e-05 0.000140864
internal_weight=0 0.00814932 0.00712668 0.00552071 0.00429108 0.00308816
internal_count=3910 3704 3303 2229 1536 1178
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=7
num_cat=0
split_feature=49 2 13 48 2 1
split_gain=1.02011e-05 2.40666e-05 2.04268e-05 4.09685e-05 4.05807e-05 3.5026e-05
threshold=0.093425000000000022 0.11260500000000001 -0.088444999999999982 0.083775000000000002 0.084235000000000018 0.11026000000000001
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=-0.015125232806302194 0.0092472544516457728 0.0098674498946993566 0.015757406696413477 0.015784196990708651 -0.019928290953167074 -0.0097967922784749813
leaf_weight=0.0013270894520646002 0.0010434626319574493 0.0015313426868789181 0.0010100985516238829 0.0011008245304746315 0.0013495018436996769 0.0011436738395085477
leaf_count=484 541 476 686 345 1186 192
internal_value=0 -0.00130888 -0.00419443 -0.00104373 -0.00633152 0.00218788
internal_weight=0 0.00746253 0.00593119 0.0046041 0.00350327 0.00215377
internal_count=3910 3369 2893 2409 2064 878
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=7
num_cat=0
split_feature=11 13 13 16 16 1
split_gain=1.93942e-05 2.86034e-05 2.96402e-05 4.66533e-05 3.99725e-05 5.17364e-05
threshold=0.077330000000000024 -0.090744999999999978 0.14810000000000004 -0.19424999999999998 0.050115000000000007 0.095575000000000007
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=0.00025114611873348517 -0.00025579962175960666 -0.00040768157122331969 0.00024197601675802027 -8.6863084493009145e-05 -0.00027256695091110124 0.00047466437489040135
leaf_weight=0.0017896533130700998 0.001011495502533215 0.0013520236633217278 0.0012480433257150737 0.0014597760603724205 0.001242233556370521 0.0011109014484334862
leaf_count=534 279 289 244 1676 615 273
internal_value=0 3.19628e-05 -2.92042e-05 -9.47315e-05 1.62377e-05 0.000155797
internal_weight=0 0.00820263 0.00641298 0.00516493 0.00381291 0.00257068
internal_count=3910 3631 3097 2853 2564 1949
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=7
num_cat=0
split_feature=376 52 16 3 4 43
split_gain=2.03589e-05 2.97718e-05 3.02246e-05 3.68811e-05 3.21189e-05 2.30329e-05
threshold=0.048375000000000008 0.10218500000000001 -0.08755499999999998 0.090325000000000003 0.15045000000000003 -0.068454999999999988
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=-0.00038435203545581143 0.00025911733557373948 -0.00030752933022444649 0.00018692027343325776 0.00042946696030796649 2.6454796162343285e-05 -0.00018848537899928544
leaf_weight=0.0011630230056328206 0.0010038459693385475 0.0013102104838381302 0.0012896842486563413 0.0011377358906250342 0.0019731158873920666 0.001225385872958052
leaf_count=542 206 719 963 198 359 923
internal_value=0 -3.69198e-05 1.53056e-05 0.000136531 -0.000125891 4.01612e-06
internal_weight=0 0.00809916 0.00678894 0.00365281 0.00313614 0.00251507
internal_count=3910 3704 2985 2084 901 1886
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=7
num_cat=0
split_feature=0 1 4 49 12 3
split_gain=1.1672e-05 2.17159e-05 2.3596e-05 3.9174e-05 4.65374e-05 2.28045e-05
threshold=0.055865000000000005 0.076710000000000014 0.0051950000000000008 -0.029304999999999998 0.051320000000000005 0.045635000000000002
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=-0.013736912660765778 0.0080530942710865579 0.0025854985513655746 0.022245423370983345 0.010219376707845744 -0.016614135691260405 -0.018305827876947147
leaf_weight=0.001238001125086206 0.0014809568510297444 0.0010675935998572445 0.0010275634921137547 0.001584743344771886 0.0010914562246302942 0.0010233496387966083
leaf_count=1921 255 793 149 349 209 234
internal_value=0 -0.00171474 0.000853723 0.00564833 -0.000724353 -0.00763914
internal_weight=0 0.00703271 0.00579471 0.00370376 0.0026762 0.00209094
internal_count=3910 3655 1734 707 558 1027
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 16 1
split_gain=2.33691e-05 3.61459e-05 4.73742e-05 5.71673e-05 6.42024e-05 4.39547e-05 7.40893e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 -0.15595499999999998 0.095575000000000007
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=0.00036577921776804941 0.00028426858994995673 -0.00037753248810762878 -0.00041442188730157937 -0.00046669796994481264 0.00046137109668341412 -0.0002511873306686943 0.0004022672916994666
leaf_weight=0.0012376742712168539 0.0010068077507575457 0.0010205436628819122 0.0011029357814964242 0.0010680946135453451 0.0010584155391005403 0.0014447729758090403 0.0012393133274359509
leaf_count=320 206 401 270 337 870 1316 190
internal_value=0 -3.23287e-05 1.69351e-05 -5.60764e-05 3.44382e-05 -8.48831e-05 5.05299e-05
internal_weight=0 0.00817175 0.00715121 0.00591353 0.00484544 0.00378702 0.00268409
internal_count=3910 3704 3303 2983 2646 1776 1506
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.14075e-05 2.17985e-05 2.43416e-05 4.74546e-05 6.29275e-05
threshold=0.11202500000000001 0.15100500000000003 -1.0000000180025095e-35 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0099634003824766865 0.007949368243003534 -0.012646726785669008 -0.011557016784761136 -0.0036675702072654936 0.025803650926209672
leaf_weight=0.0014587325801560637 0.0014856930766575602 0.0014439543538017534 0.0012120936293444611 0.0013634208906058033 0.0015460853960981638
leaf_count=1044 288 565 343 1288 382
internal_value=0 -0.00169543 0.0011383 0.00506745 0.0119932
internal_weight=0 0.00702429 0.00558033 0.0041216 0.00290951
internal_count=3910 3622 3057 2013 1670
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=7
num_cat=0
split_feature=51 12 48 1 2 12
split_gain=1.21158e-05 2.44861e-05 3.42909e-05 5.6206e-05 3.79816e-05 4.46941e-05
threshold=0.08955500000000001 -0.036459999999999992 0.086125000000000021 0.11198000000000001 0.10113500000000002 0.080120000000000011
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=-0.012012337907014357 -0.0090572174149564331 0.023495603960069805 -0.011351354200200418 0.024203358365837389 -0.013958959558456378 -0.0043622055722677272
leaf_weight=0.0011219092900814874 0.0012603672311236888 0.001047816447364535 0.0011678884238675207 0.0014559963738560167 0.0011612934985892514 0.0012787556713505686
leaf_count=442 487 187 347 231 452 1764
internal_value=0 0.0015672 0.00405994 0.00770055 0.00081151 0.00818409
internal_weight=0 0.00723366 0.00611175 0.00494386 0.00348787 0.00232657
internal_count=3910 3423 2981 2634 2403 1951
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=7
num_cat=0
split_feature=376 52 49 13 2 3
split_gain=3.3537e-05 3.60062e-05 2.13648e-05 5.08285e-05 5.79035e-05 2.86573e-05
threshold=0.048375000000000008 -0.081429999999999989 0.073145000000000016 -0.10547499999999999 0.094010000000000024 -0.077894999999999978
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=0.00018282130657694667 0.00033357563641757366 0.00021679548808213164 0.00012410250110714613 -0.00028826539289685714 -0.00055619917318762186 0.00014978918617094517
leaf_weight=0.0019889047193214918 0.0010056169642836234 0.0010079123765663039 0.0011151597909518172 0.0011801075813049654 0.0016544109769924455 0.001118230380962252
leaf_count=877 206 234 470 1214 524 385
internal_value=0 -4.617e-05 -0.00012113 -0.000176258 -0.000276483 -7.51349e-05
internal_weight=0 0.00806473 0.00607582 0.00496066 0.00395275 0.00229834
internal_count=3910 3704 2827 2357 2123 1599
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=6
num_cat=0
split_feature=0 43 49 4 1
split_gain=1.35196e-05 2.52802e-05 2.02322e-05 3.3172e-05 2.57274e-05
threshold=0.039665000000000006 -0.14252999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.015945999888524 0.0080561972466240868 -0.0074529970239698975 0.018013957281962031 -0.012766087766390094 0.0078015596438428363
leaf_weight=0.0010897632954242386 0.0016689830446083515 0.0019965801685956856 0.001286835097389622 0.001143268949943359 0.0012993995791395841
leaf_count=342 315 642 1669 598 344
internal_value=0 -0.00198576 0.000671097 0.00502031 -0.00182494
internal_weight=0 0.00681585 0.00572608 0.0037295 0.00244267
internal_count=3910 3595 3253 2611 942
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=6
num_cat=0
split_feature=52 13 1 1 4
split_gain=1.14754e-05 3.28621e-05 2.95139e-05 1.99914e-05 3.21394e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.095575000000000007 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012820093681025189 -0.0092208572024412155 0.0092434805226261681 -0.01319293337727348 0.014044492213499441 -0.013027484480699087
leaf_weight=0.0018885776079538182 0.0011662725073856737 0.0012652897180475593 0.001748001473132589 0.0010773473124764191 0.0013281385643986318
leaf_count=520 647 882 349 360 1152
internal_value=0 0.00146081 -0.00249818 0.00259459 -0.00216186
internal_weight=0 0.00730735 0.00541878 0.00367078 0.00259343
internal_count=3910 3263 2743 2394 2034
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=5
num_cat=0
split_feature=13 43 3 2
split_gain=1.08437e-05 2.36134e-05 3.29804e-05 2.74944e-05
threshold=0.11202500000000001 -0.057994999999999998 0.086245000000000016 0.113945
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0075819980360488873 0.0077580288685780976 -0.015919048076756162 0.0080571038718731374 -0.011303822352246895
leaf_weight=0.0019806249871152579 0.0014827335645681847 0.0018495011590094071 0.0019856587562700032 0.0011631413435252975
leaf_count=1532 288 1600 275 215
internal_value=0 -0.00165849 -0.00532012 0.000905334
internal_weight=0 0.00697893 0.0049983 0.0031488
internal_count=3910 3622 2090 490
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=8
num_cat=0
split_feature=376 43 4 457 13 15 1
split_gain=2.3114e-05 3.72138e-05 3.94705e-05 3.48961e-05 3.62654e-05 7.63684e-05 2.54461e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.0053799999999999985 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976 0.11052000000000002
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=-9.9931865624693184e-05 0.00027569143968188265 5.6889193486085522e-05 0.00038585147220340885 0.00018671830073101382 0.00011704649738955536 -0.00075511204572561411 -0.00032170292581115939
leaf_weight=0.0012111670520741102 0.0010253808705203557 0.0014103905390246956 0.001370934628752729 0.0010972288100658594 0.0010188242076173807 0.0010398200927139618 0.0010140476244319093
leaf_count=899 206 284 518 174 432 1247 150
internal_value=0 -3.66437e-05 0.000157989 -0.000126703 -0.000203413 -0.000322894 -0.000101813
internal_weight=0 0.00816241 0.0025821 0.00558031 0.00448308 0.00307269 0.00203287
internal_count=3910 3704 1417 2287 2113 1829 582
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=6
num_cat=0
split_feature=3 39 3 4 15
split_gain=9.57617e-06 2.26389e-05 3.22389e-05 5.63175e-05 2.24884e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.010838313257831625 0.0081147118729901942 0.010683284852029091 -0.030178313417358157 -0.00069560155602476888 -0.005930009664871983
leaf_weight=0.0016722708482250178 0.0012386802154883405 0.0012763730075390535 0.0010477180201754169 0.0016978170673229037 0.0015329630606878873
leaf_count=866 239 424 490 307 1584
internal_value=0 -0.00140158 -0.00399364 -0.0119464 0.00281855
internal_weight=0 0.00722714 0.00595077 0.00274554 0.00320523
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=7
num_cat=0
split_feature=42 0 15 3 2 3
split_gain=1.0502e-05 2.5548e-05 3.38457e-05 3.29001e-05 4.63027e-05 2.76419e-06
threshold=0.092145000000000019 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 0.089910000000000004 -0.018854999999999997
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=-0.0054286434936855685 -0.0089235042845004792 0.013166032144242513 -0.01711592810543449 -0.010408761747861157 0.022782923842442244 0.0019927698980756786
leaf_weight=0.0010002277828983473 0.0011429976515735102 0.0014702673369393479 0.0011310049877340748 0.0014456264939258869 0.0012547932317496695 0.0010072939424680199
leaf_count=654 832 272 1090 245 638 179
internal_value=0 0.00138421 -0.00158249 0.00214916 0.00771393 -0.00170488
internal_weight=0 0.00730921 0.00583895 0.00470794 0.00326231 0.00200752
internal_count=3910 3078 2806 1716 1471 833
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=7
num_cat=0
split_feature=42 43 160 160 16 1
split_gain=1.03076e-05 2.8884e-05 2.85485e-05 2.26658e-05 4.63378e-05 4.47181e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46853499999999992 0.093575000000000019
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=-0.0088163170226954694 0.01511121243301254 -0.01449249764977778 -0.010276304136387972 -0.0080984479597768048 0.0014992828382349708 0.03029296267414356
leaf_weight=0.0011478537053519764 0.001265715085161245 0.0013215381090754602 0.0010601379568355124 0.0014806528203279109 0.00112969204615528 0.0010321952459030363
leaf_count=1060 581 799 157 365 569 379
internal_value=0 0.00137872 -0.00150654 0.00214276 0.00684901 0.0152469
internal_weight=0 0.00728993 0.00602422 0.00470268 0.00322203 0.00216189
internal_count=3910 2850 2269 1470 1105 948
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=7
num_cat=0
split_feature=42 3 49 49 0 4
split_gain=1.12435e-05 2.23435e-05 2.53076e-05 2.49664e-05 5.29109e-05 1.26894e-06
threshold=0.092145000000000019 -0.13927999999999999 -0.0019649999999999997 1.0000000180025095e-35 -0.032484999999999993 0.050655000000000006
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=0.014493385711479021 -0.0092418082096374209 -0.010391132472484549 0.015155851708758761 -0.0093961605956696219 -0.0095671930165518587 0.02017825902859513
leaf_weight=0.0011111569374012992 0.001139674328770675 0.0019335002242714602 0.0010050073727708117 0.0011191585227977633 0.0011048206555566344 0.0010072294556692186
leaf_count=301 832 654 1108 670 145 200
internal_value=0 0.00143983 -0.000911096 0.0034158 0.00801584 0.0176698
internal_weight=0 0.00728087 0.00616972 0.00423622 0.00311706 0.00201224
internal_count=3910 3078 2777 2123 1453 1308
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=6
num_cat=0
split_feature=49 48 15 4 52
split_gain=1.27207e-05 2.12089e-05 2.118e-05 2.96327e-05 5.48364e-05
threshold=-0.029304999999999998 0.085875000000000021 -0.11739999999999999 -0.034289999999999994 0.071660000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01679140455289602 -0.01200954835068428 -0.0028124921891300309 -0.022588538950918856 0.010346640593236738 0.0069851742615538908
leaf_weight=0.0010515728748240597 0.0016560716077333414 0.0011613340123370814 0.0011136024034945795 0.0019900290747426894 0.0014348251851967113
leaf_count=309 581 250 849 1060 861
internal_value=0 0.00650328 -0.00232959 0.0012026 -0.00593784
internal_weight=0 0.00221291 0.00619453 0.00453846 0.00254843
internal_count=3910 559 3351 2770 1710
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=7
num_cat=0
split_feature=49 160 49 3 52 52
split_gain=1.18419e-05 2.85551e-05 3.93088e-05 4.26847e-05 4.72129e-05 2.99704e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.081419999999999979 -0.13309499999999996 -0.066329999999999986 0.084240000000000023
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=0.011531189712178563 0.010055086526033607 0.012315089785594252 -0.026018784977129145 -0.020290734284507578 0.012618303407396126 -0.0092236616100635702
leaf_weight=0.0013851067596159661 0.0010269946055488617 0.0011387291011963141 0.0010647123055031833 0.0011461377932254747 0.0015968459127015827 0.0010356503802908335
leaf_count=863 541 241 256 474 851 684
internal_value=0 -0.00140705 -0.00440281 -0.00833339 -0.00335015 0.00402546
internal_weight=0 0.00736718 0.00598208 0.00484335 0.00377863 0.0026325
internal_count=3910 3369 2506 2265 2009 1535
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=6
num_cat=0
split_feature=52 13 47 3 52
split_gain=1.04796e-05 2.78064e-05 2.3846e-05 3.52733e-05 7.67669e-05
threshold=0.11401500000000002 -0.090744999999999978 0.09252500000000001 -0.069909999999999986 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011897742605495946 -0.0088630467736979107 -0.0098696557992726756 -0.015694199618185131 -0.0059338652766835693 0.029393693510875032
leaf_weight=0.0018718919101985906 0.0011519860046758394 0.001750125072345711 0.0010599409588947159 0.001497303785701364 0.0010439705014346251
leaf_count=520 647 1775 272 410 286
internal_value=0 0.00140721 -0.00226237 0.00105518 0.0085789
internal_weight=0 0.00722323 0.00535134 0.0042914 0.00254127
internal_count=3910 3263 2743 2471 696
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=7
num_cat=0
split_feature=52 4 49 16 0 15
split_gain=1.21953e-05 2.81857e-05 2.03468e-05 4.83219e-05 5.04596e-05 1.90942e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0056848167878326807 0.0143778769906832 0.014187269472055883 0.0098901767503345589 -0.031300834078096536 -0.0016595151575377277 -0.0045086735827677216
leaf_weight=0.0012961186906435989 0.0010897332319729398 0.001588483894968263 0.0010296385376179253 0.001095921452827621 0.0012066569751137323 0.0010521185082503367
leaf_count=795 324 395 469 1627 152 148
internal_value=0 0.00525828 -0.00277637 -0.00571082 -0.0157674 0.00510044
internal_weight=0 0.0028846 0.00547407 0.00444443 0.00230258 0.00214185
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=6
num_cat=0
split_feature=13 16 12 3 4
split_gain=1.03057e-05 2.30757e-05 2.77112e-05 4.79194e-05 1.86366e-05
threshold=0.11202500000000001 0.15100500000000003 0.085775000000000004 -0.010319999999999998 0.080255000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.024307186937741049 0.0076507588742501832 -0.012955081121231549 -0.011209155373286874 0.0051640216488389352 -0.01084305038695413
leaf_weight=0.0010104243469887366 0.0014523182019188707 0.0014243132097684526 0.0013317032693185467 0.0019697878328552246 0.0011531551658397858
leaf_count=773 288 565 1679 314 291
internal_value=0 -0.0016185 0.00133605 0.00537791 -0.000746633
internal_weight=0 0.00688938 0.00546507 0.00413337 0.00312294
internal_count=3910 3622 3057 1378 605
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=7
num_cat=0
split_feature=52 2 49 16 0 15
split_gain=1.00043e-05 2.33058e-05 1.67934e-05 4.09977e-05 4.3819e-05 1.6026e-05
threshold=-0.048794999999999991 0.089910000000000004 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0046202488985678299 0.013258256176946504 0.013395490668474156 0.0090011680637556279 -0.029107684927297248 -0.0013792161283335427 -0.0040543793342872935
leaf_weight=0.0013780872328451438 0.0010886271014260459 0.0014992436678840575 0.0010266852241221196 0.0010822152068349822 0.0012039300808604268 0.0010507868910754193
leaf_count=518 324 672 469 1627 152 148
internal_value=0 0.00476692 -0.00252133 -0.00519443 -0.0145053 0.00475504
internal_weight=0 0.00287733 0.00545224 0.00442556 0.00228615 0.00213941
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=7
num_cat=0
split_feature=376 1 150 3 15 0
split_gain=1.86226e-05 2.96949e-05 2.99077e-05 3.16364e-05 4.91812e-05 2.76421e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 -0.075404999999999986 -0.015439999999999997 -0.06402999999999999
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=-0.00021126485884972405 0.00025262195785909572 0.00026205369309350923 0.00014981688667531075 -0.00055064593612325627 -6.6703845111580682e-06 0.00019734973700615729
leaf_weight=0.0012258668349945496 0.0010016591586672506 0.0011372289407102368 0.0016441036806071974 0.0014263919088809184 0.0011575709834680632 0.0013239296701138743
leaf_count=1892 206 276 399 449 416 272
internal_value=0 -3.11474e-05 -8.03423e-05 -0.000154052 -0.000306954 8.9991e-07
internal_weight=0 0.00791509 0.00677786 0.00513376 0.00258396 0.0025498
internal_count=3910 3704 3428 3029 865 2164
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=7
num_cat=0
split_feature=52 12 2 13 15 2
split_gain=1.72039e-05 2.9759e-05 4.35231e-05 5.00644e-05 3.70505e-05 2.22564e-05
threshold=0.11401500000000002 0.097345000000000015 0.089910000000000004 -0.00059999999999999995 -0.017214999999999998 0.10869000000000002
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=-0.0004613358132340515 -0.00021708723363685016 0.00025898089431394383 0.00038918313884314171 0.00010921591593734583 2.1933172523127472e-05 -0.00029740136849301652
leaf_weight=0.0012920940220930543 0.0012218532863833556 0.0017396019456683313 0.0014339527078514169 0.0010704420641265201 0.0011552554005123691 0.0010019787688879595
leaf_count=574 647 532 647 228 1115 167
internal_value=0 3.33747e-05 -3.25445e-05 0.000107516 -0.000233212 -8.73763e-05
internal_weight=0 0.00769332 0.00595372 0.00350637 0.00244735 0.00207242
internal_count=3910 3263 2731 1042 1689 395
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=8
num_cat=0
split_feature=147 52 4 43 15 1 1
split_gain=3.6943e-05 4.21929e-05 5.31788e-05 4.17834e-05 8.85175e-05 9.55874e-05 5.6478e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.012939999999999998 0.070805000000000021 -0.074174999999999977 0.080320000000000016 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.00012771219706769732 0.0003388768983633408 -0.00022116298953875154 0.00046119145718112635 0.00019703647334099676 -0.00012660272814871812 -0.00096156431773972736 0.0003427041965708014
leaf_weight=0.0011763999489910631 0.001025270260830098 0.0016878744197472905 0.0011817546123425705 0.0011392724684505477 0.0011099594656787696 0.0010039256719444421 0.0011470703430028623
leaf_count=554 234 532 348 350 1062 543 287
internal_value=0 -5.52671e-05 0.000167408 -0.000141518 -0.000219456 -0.000523142 6.98796e-06
internal_weight=0 0.00844626 0.00235815 0.0060881 0.00494883 0.00211389 0.00283494
internal_count=3910 3676 902 2774 2424 1605 819
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=6
num_cat=0
split_feature=42 43 160 2 2
split_gain=1.03551e-05 2.50195e-05 2.12885e-05 2.04106e-05 3.42741e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 0.087995000000000004 0.11339500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0089014335505098185 0.014204499231483231 -0.012637291242075053 -0.006872898868655085 0.015461958903718685 -0.0066093557574613956
leaf_weight=0.0011338836510862618 0.0012562138792249784 0.0013004900739056104 0.0017080288039936428 0.0018045916895744062 0.0011531745402547935
leaf_count=1060 581 799 652 502 316
internal_value=0 0.00137776 -0.00132293 0.0018307 0.00685679
internal_weight=0 0.0072225 0.00596629 0.0046658 0.00295777
internal_count=3910 2850 2269 1470 818
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=6
num_cat=0
split_feature=4 151 0 4 12
split_gain=9.18395e-06 2.38775e-05 4.67678e-05 2.08641e-05 2.93864e-05
threshold=0.27608500000000008 -0.051109999999999996 -0.15713499999999997 -0.0021099999999999995 0.080120000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011791402736694042 0.0068075605179468692 -0.023845244937263754 0.01681431010921846 -0.0087630843649641483 -0.0034919983302752092
leaf_weight=0.00110825118680535 0.0015957761956293956 0.0010029085259074299 0.0012374778140758845 0.0017209838108244654 0.001680407579068546
leaf_count=530 441 147 256 732 1804
internal_value=0 -0.00162792 -0.00426397 -3.05616e-05 0.00511993
internal_weight=0 0.00675003 0.00564178 0.00463887 0.00291789
internal_count=3910 3469 2939 2792 2060
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=8
num_cat=0
split_feature=157 160 12 160 4 13 16
split_gain=1.62348e-05 5.61686e-05 2.66322e-05 3.87215e-05 2.86068e-05 9.1965e-05 6.16841e-05
threshold=-0.062384999999999996 -1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.05309500000000001 -0.070604999999999987 -0.50909499999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.00023479796935898652 -0.00044135369691546231 -0.0002395639245152151 0.00041292680869738161 -0.00025674392370617403 -2.7102619121693893e-05 -0.00035841514463989533 0.00062121148836279528
leaf_weight=0.0010023683767995993 0.0010989923830470706 0.0011215140198144562 0.00115614659154964 0.0010104386503753723 0.0010417001255151742 0.0012228276544052955 0.0012310206890044548
leaf_count=569 823 391 461 317 133 1012 204
internal_value=0 -3.0133e-05 3.64873e-05 9.11655e-05 0.000166738 1.64457e-05 0.000324057
internal_weight=0 0.00788264 0.00678365 0.00566213 0.0046517 0.00237897 0.00227272
internal_count=3910 3341 2518 2127 1810 1473 337
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=7
num_cat=0
split_feature=52 4 151 12 16 52
split_gain=9.41307e-06 2.53948e-05 1.65644e-05 3.97428e-05 3.19559e-05 3.51798e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.0008699999999999999 0.10058500000000002 -0.23935499999999996 0.091210000000000013
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=-0.0057571271318255885 -0.01386908091682377 0.013097809223309826 0.018485814477978375 -0.017250944781186054 -0.014378756077044978 0.01081128354569735
leaf_weight=0.001299717321054526 0.0010313734030335114 0.0015859640994763274 0.001200938305955902 0.0010075831438435294 0.0011073840395425302 0.0011102820183380223
leaf_count=795 372 395 353 352 1088 555
internal_value=0 0.0046055 -0.0024562 0.000203184 0.00534753 -0.00176728
internal_weight=0 0.00288568 0.00545756 0.00442619 0.0034186 0.00221767
internal_count=3910 1190 2720 2348 1996 1643
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=7
num_cat=0
split_feature=3 13 2 48 2 1
split_gain=9.19641e-06 1.91911e-05 2.37049e-05 6.69197e-05 2.78964e-05 2.74032e-05
threshold=0.13772500000000001 -0.088444999999999982 0.11230000000000001 0.083775000000000002 0.084235000000000018 0.11026000000000001
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=-0.012801823783151006 0.0080183039182808984 0.015738862362072979 -0.011920741736902437 0.023230415200301488 -0.01502489075308943 -0.0068789683391417529
leaf_weight=0.0012201985462583454 0.0012175220345237254 0.0010029717669399838 0.0011474031214118849 0.0013194759652795261 0.0012709124972838264 0.0011497256749849866
leaf_count=528 239 695 443 423 1387 195
internal_value=0 -0.00138739 0.000977078 0.0040972 -0.00327684 0.00365899
internal_weight=0 0.00711069 0.00589049 0.00474309 0.00342361 0.0021527
internal_count=3910 3671 3143 2700 2277 890
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=7
num_cat=0
split_feature=51 160 43 49 1 13
split_gain=1.06205e-05 2.77772e-05 2.9505e-05 3.88356e-05 3.23285e-05 2.27552e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.15109999999999998 -0.029304999999999998 0.10982000000000001 -0.070604999999999987
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=0.014253663375626205 -0.0086160142407458468 0.013330193809175564 0.0090221526859865613 0.0053018463437074781 -0.025408072080966307 -0.015054189420470904
leaf_weight=0.0013717418567125396 0.0012230867302897132 0.0010757168811684438 0.0013785122060466035 0.0011863345647699997 0.0010538128966582926 0.0010224462147282692
leaf_count=888 487 238 287 674 280 1056
internal_value=0 0.00147439 -0.00159197 -0.00505064 -0.0109967 -0.00412098
internal_weight=0 0.00708856 0.00571682 0.00464111 0.00326259 0.00220878
internal_count=3910 3423 2535 2297 2010 1730
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=7
num_cat=0
split_feature=376 1 150 2 2 13
split_gain=2.01501e-05 5.09279e-05 3.13422e-05 3.38013e-05 3.13634e-05 3.78946e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.11165000000000001 0.097360000000000016 -0.032264999999999995
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=-0.00047558692586239273 0.00025830831705589169 0.00034421331976788031 0.00013369543604799036 -0.00045252952641896166 0.00019028721163299761 -1.1566019957005777e-05
leaf_weight=0.0011201811283835627 0.0010124192893300561 0.001164615050252984 0.0016838937670456185 0.0012679525254340645 0.0011370177560976096 0.001708926183149242
leaf_count=1309 206 276 399 392 421 907
internal_value=0 -3.51286e-05 -9.89894e-05 -0.000173848 -8.4755e-05 -0.000195294
internal_weight=0 0.00808259 0.00691797 0.00523408 0.00396613 0.00282911
internal_count=3910 3704 3428 3029 2637 2216
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=7
num_cat=0
split_feature=4 12 2 2 52 4
split_gain=1.07781e-05 2.01679e-05 3.56887e-05 5.5366e-05 3.1875e-05 3.70072e-05
threshold=0.28937500000000005 -0.051479999999999991 0.11125500000000001 0.094010000000000024 -0.083529999999999979 -0.0010999999999999996
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=-0.014763849300063157 0.0074665227514024816 -0.010801714914278442 0.016358569659779033 -0.020631236449930694 0.024142289930811075 -0.0017215186247203373
leaf_weight=0.0010116812558026 0.0015642980405471008 0.0010444953719359043 0.0011433556157623009 0.0013246471750834278 0.0010396032882483577 0.0011824781495249832
leaf_count=292 426 436 382 570 1422 382
internal_value=0 -0.00174635 0.000550164 -0.00338661 0.00360635 0.0103789
internal_weight=0 0.00674626 0.00573458 0.00459122 0.00326658 0.00222208
internal_count=3910 3484 3192 2810 2240 1804
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=6
num_cat=0
split_feature=52 12 2 13 15
split_gain=9.8083e-06 2.91729e-05 3.48123e-05 5.38178e-05 3.29753e-05
threshold=0.11401500000000002 0.097345000000000015 0.089910000000000004 -0.00059999999999999995 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.02302559837395449 -0.0086576351551011423 0.013149464451728449 0.020064455928753899 -0.0061019862410693773 0.0010606308674468673
leaf_weight=0.0011959572709792628 0.0011326477033219611 0.0016224736969074798 0.0013242886133103318 0.0019338547414491888 0.001083203906987439
leaf_count=574 647 532 647 395 1115
internal_value=0 0.00135712 -0.00209813 0.00453349 -0.0115783
internal_weight=0 0.00715978 0.0055373 0.00325814 0.00227916
internal_count=3910 3263 2731 1042 1689
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=7
num_cat=0
split_feature=51 1 13 151 2 42
split_gain=1.32927e-05 2.58367e-05 3.39147e-05 3.67644e-05 5.14074e-05 2.66336e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.032264999999999995 -0.0088999999999999982 0.10433000000000002 0.084100000000000022
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=0.0001812912125203405 -8.8521619959334047e-05 0.00018792112154188226 -0.00029032930223765865 -6.87500145951358e-05 0.00049709228406749617 -0.00050409462345802161
leaf_weight=0.0012767788723232242 0.0013256068850824726 0.0015835504820434308 0.0010149194608215267 0.0015997487075622315 0.0010051601678526202 0.0010727263862311733
leaf_count=515 350 451 218 864 202 1310
internal_value=0 -3.49269e-05 -9.35646e-05 2.62481e-05 0.000149592 -0.000274399
internal_weight=0 0.00760171 0.00601816 0.00361983 0.00260491 0.00239833
internal_count=3910 3395 2944 1284 1066 1660
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=7
num_cat=0
split_feature=376 1 42 3 3 15
split_gain=3.91692e-05 3.63823e-05 3.27941e-05 6.75812e-05 5.26643e-05 4.19577e-05
threshold=0.048375000000000008 0.12864500000000004 0.091735000000000025 -0.100615 0.086245000000000016 -0.095799999999999982
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=0.00024802862343982918 0.00035254470938388658 0.00026376768301978497 -0.00043032196074496622 -0.00049707085666224002 -0.00033538571018670345 0.00016931897502285475
leaf_weight=0.0019838714762463166 0.0010500643135042094 0.0012166655101365741 0.0010105690515388108 0.0014260108949241323 0.0010458582396129096 0.0016053320171824969
leaf_count=447 206 276 719 1918 101 243
internal_value=0 -4.94283e-05 -0.000103313 -4.87908e-05 -0.000193216 -2.97801e-05
internal_weight=0 0.00828831 0.00707164 0.00606107 0.0040772 0.00265119
internal_count=3910 3704 3428 2709 2262 344
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=7
num_cat=0
split_feature=52 151 13 1 1 0
split_gain=1.48717e-05 2.76377e-05 3.62208e-05 3.69291e-05 4.82162e-05 4.92239e-05
threshold=0.11401500000000002 -0.083919999999999981 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.072559999999999986
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=-0.00027331160894700142 -0.00020314410847553202 0.00029711680856195528 -0.00040937677396411315 -0.00033981329278672554 0.00036220094052427529 0.00017651400051887811
leaf_weight=0.0010005305720793486 0.0012126930862067795 0.0019975305581587961 0.0010569156930908367 0.0010617231264689444 0.0013915427953599306 0.0011524903394554585
leaf_count=406 647 819 1099 248 322 369
internal_value=0 3.0549e-05 7.61965e-05 -1.84477e-05 7.63055e-05 -0.000103759
internal_weight=0 0.00766073 0.0066602 0.00466267 0.00360095 0.00220941
internal_count=3910 3263 2857 2038 1790 1468
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=1.02368e-05 2.44127e-05 3.18299e-05 4.67289e-05 3.54072e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0090518601222541167 0.014205941815453236 -0.015301139149355943 -0.0075926784023508179 -0.020479218527374558 0.012252780161059898
leaf_weight=0.0010826012551944106 0.0014161243025314785 0.001072145563475688 0.001730657566025117 0.0011445033480334587 0.0018708844460913134
leaf_count=280 410 792 1748 368 312
internal_value=0 -0.00137442 0.00104867 -0.0028772 0.00271639
internal_weight=0 0.00723432 0.00616217 0.00474605 0.00360154
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=7
num_cat=0
split_feature=11 16 1 43 3 3
split_gain=1.83307e-05 3.26514e-05 2.89002e-05 4.4828e-05 4.1501e-05 3.02524e-05
threshold=0.07677500000000001 -0.42360999999999993 0.095575000000000007 -0.083899999999999988 0.11265500000000002 0.086245000000000016
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=-0.00026146725343972242 -0.0002512269926743177 0.00031231322328652581 0.00042384077842905833 -0.00038082025350991681 -5.7129323751918755e-05 3.8184481078984048e-05
leaf_weight=0.0012459020734026122 0.0010087463213356391 0.0010538614559179121 0.0017304425998678958 0.001290610243142716 0.001146859865475418 0.00136124848265797
leaf_count=381 285 654 547 1714 191 138
internal_value=0 2.96047e-05 8.4693e-05 -2.97856e-05 0.000232132 -0.000165737
internal_weight=0 0.00782892 0.00658302 0.00370572 0.0028773 0.00265186
internal_count=3910 3625 3244 2506 738 1852
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=7
num_cat=0
split_feature=1 484 150 0 16 12
split_gain=2.45518e-05 2.92546e-05 2.83493e-05 3.69639e-05 2.54336e-05 1.71484e-05
threshold=0.11561500000000001 0.042570000000000004 0.08486500000000001 -0.08824499999999999 -0.063614999999999991 0.088325000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5
right_child=4 -3 -4 5 -6 -7
leaf_value=-0.00040922772106842374 0.000368424492841853 0.00024414494100997276 0.0001210289157782317 -0.00021569841400695091 -4.8590150095001512e-05 0.00011146495499152733
leaf_weight=0.0018081593725268112 0.0012101719306640652 0.0010224728520116348 0.001450804783337538 0.0011500290521852118 0.0010503173211914921 0.0013263694183604895
leaf_count=801 315 468 260 718 236 1112
internal_value=0 -6.14019e-05 -0.000115873 -0.000196091 0.000174662 -4.04683e-05
internal_weight=0 0.00675784 0.00573536 0.00428456 0.00226049 0.0024764
internal_count=3910 3359 2891 2631 551 1830
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=7
num_cat=0
split_feature=11 16 2 3 12 4
split_gain=2.86957e-05 4.4369e-05 3.49704e-05 3.35124e-05 6.73679e-05 3.30675e-05
threshold=0.077330000000000024 -0.42360999999999993 0.114165 -0.015794999999999997 0.085465000000000013 0.0051950000000000008
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=-0.00029233452530053359 -0.00031346298331232542 0.00058424062843441104 0.00041649962316788868 -0.00027529037357962093 -5.2869533512575154e-05 0.00012415649168200343
leaf_weight=0.0013376050410286245 0.0010203968457837996 0.0010576834096412712 0.0011109063652292063 0.0017875126586640799 0.0016084680812403756 0.001437606125364581
leaf_count=385 279 585 422 312 1777 150
internal_value=0 3.48894e-05 9.7398e-05 3.72255e-05 0.000199877 -9.72358e-05
internal_weight=0 0.00833978 0.00700218 0.00589127 0.00266615 0.00322512
internal_count=3910 3631 3246 2824 2362 462
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=7
num_cat=0
split_feature=147 376 2 43 1 12
split_gain=3.28888e-05 3.10434e-05 5.22759e-05 5.60351e-05 4.67443e-05 3.55701e-05
threshold=1.0000000180025095e-35 0.048375000000000008 0.087005000000000013 -0.074254999999999988 0.10521500000000002 0.090840000000000018
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=0.00040212367955087363 0.00033223437883479556 0.00027796179409624315 -0.00055573347897296046 -0.00015091110660876952 3.006449393803687e-05 -9.2028748074823692e-05
leaf_weight=0.0013807541179472751 0.001000255896703447 0.0010097965311457431 0.0016972540928327272 0.001437976696604507 0.0017353035740775291 0.0010171665707523255
leaf_count=547 234 194 809 979 382 765
internal_value=0 -4.41816e-05 -8.89365e-05 0.000119993 -0.000221285 -0.000381971
internal_weight=0 0.00827825 0.00726846 0.00281873 0.00444972 0.00271442
internal_count=3910 3676 3482 1526 1956 1574
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=8
num_cat=0
split_feature=1 0 0 0 2 3 1
split_gain=1.04537e-05 2.40428e-05 2.1709e-05 3.89957e-05 2.53937e-05 2.37008e-05 1.80001e-05
threshold=0.11561500000000001 -0.071924999999999989 -0.23029999999999998 -0.089879999999999974 0.10113500000000002 -0.079784999999999981 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.011028072645827154 0.01658944278986076 -0.004918115902933686 -0.024791168448770155 -0.0016061889014015115 -0.01015300432005428 0.019782961849281928 -0.0061618075605224549
leaf_weight=0.0010545222350393565 0.0010676369471125827 0.0010128422122153897 0.0010229234314908251 0.0010671059697543671 0.0010763120054638571 0.0010068611696161744 0.0010521134016657418
leaf_count=131 246 305 674 1322 481 550 201
internal_value=0 0.00611889 -0.00205994 -0.00470124 0.00230993 0.00877773 -0.0153455
internal_weight=0 0.00208048 0.00627984 0.00522532 0.00315028 0.00207397 0.00207504
internal_count=3910 551 3359 3228 2353 1872 875
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=51 484 15 15 15
split_gain=1.01808e-05 2.27622e-05 1.93921e-05 3.19842e-05 2.42988e-05
threshold=0.08955500000000001 0.042570000000000004 0.041585000000000004 -0.03231499999999999 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0056105143147758864 -0.0084263553170743615 0.01534286398603729 0.011694753068189677 -0.01357302855146777 0.011936645721916377
leaf_weight=0.0016493698664042694 0.0012291655141672478 0.0010090729501642066 0.0010226654881359196 0.0019214414747721351 0.0015131836810507271
leaf_count=529 487 507 1237 463 687
internal_value=0 0.00142932 -0.000869777 -0.00339718 0.00278526
internal_weight=0 0.00711573 0.00610666 0.005084 0.00316255
internal_count=3910 3423 2916 1679 1216
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=6
num_cat=0
split_feature=1 12 2 2 4
split_gain=1.01251e-05 1.59389e-05 2.51597e-05 3.00311e-05 2.58694e-05
threshold=0.12864500000000004 0.098845000000000016 0.091985000000000011 0.11230000000000001 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0045063041813275719 0.0081466901910111928 -0.012378171597903245 0.014527873138023903 -0.0052792264952770153 -0.01510789432102126
leaf_weight=0.0012008800936527952 0.0012841901983242773 0.0011322123620630328 0.0019132830772037048 0.0012759640329593142 0.0015280517677836191
leaf_count=1258 331 522 696 320 783
internal_value=0 -0.00150758 0.000572088 0.00660339 -0.00647657
internal_weight=0 0.00705039 0.00591818 0.00318925 0.00272893
internal_count=3910 3579 3057 1016 2041
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=7
num_cat=0
split_feature=47 2 457 15 16 0
split_gain=9.62575e-06 2.35783e-05 3.21602e-05 5.41182e-05 2.48466e-05 3.71428e-05
threshold=0.10561500000000001 -1.0000000180025095e-35 0.041935000000000007 -0.07142999999999998 -0.084184999999999996 -0.014809999999999999
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=0.012494373231576235 0.0076259393279096343 -0.023213709743573487 0.011439901873277243 -0.013396552594621495 0.019092603772314504 -0.006368208433120773
leaf_weight=0.0010223166329499387 0.0013752068109998032 0.0015036588049247793 0.0011047393838595982 0.0010132200078196902 0.0010647793746956769 0.0012404835617560927
leaf_count=269 280 936 311 593 1289 232
internal_value=0 -0.00153084 -0.00395002 -0.00747581 -0.000344706 0.0053919
internal_weight=0 0.0069492 0.00592688 0.00482214 0.00331848 0.00230526
internal_count=3910 3630 3361 3050 2114 1521
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=6
num_cat=0
split_feature=0 4 43 3 3
split_gain=9.85966e-06 2.81083e-05 4.39367e-05 4.77612e-05 3.02337e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.079109999999999986 -0.074234999999999982 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014802344599231371 0.0074894919966384454 -0.013417304020257837 0.024609988483447844 -0.011397950856540698 0.0089093274202238226
leaf_weight=0.0013054421958913964 0.0014453788380122765 0.0014561778092583542 0.0011016212024861135 0.0012768828606119446 0.0017216621918380156
leaf_count=1385 255 963 462 554 291
internal_value=0 -0.00159808 0.00150421 0.0068036 0.000261795
internal_weight=0 0.00686179 0.00555634 0.00410017 0.00299855
internal_count=3910 3655 2270 1307 845
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=7
num_cat=0
split_feature=150 1 12 2 2 4
split_gain=1.02308e-05 1.86668e-05 3.358e-05 3.32032e-05 3.09363e-05 2.71032e-05
threshold=0.10559 0.12864500000000004 0.098845000000000016 0.091985000000000011 0.11165000000000001 -0.017449999999999997
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=0.0049802728546891675 -0.0094486676472336044 0.013723676208818742 -0.01731372228857533 0.018724374016559964 -0.00295422187821422 -0.015955865761184424
leaf_weight=0.0011885637530713834 0.0010095864165219496 0.0010361718270039781 0.0010253771541106176 0.0016467874444795741 0.0010966299536685118 0.0012888568802397699
leaf_count=1255 233 300 503 638 293 688
internal_value=0 0.00129311 -0.000768974 0.00248043 0.0100588 -0.00591157
internal_weight=0 0.00728239 0.00624622 0.00522084 0.00274342 0.00247742
internal_count=3910 3677 3377 2874 931 1943
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=7
num_cat=0
split_feature=2 47 457 15 4 13
split_gain=1.37118e-05 2.25761e-05 3.6465e-05 4.94611e-05 2.23885e-05 3.96671e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.041935000000000007 -0.07142999999999998 -0.045299999999999993 -0.083924999999999986
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=0.00019899764986329007 -0.00043956922178684654 0.00019453185436949536 0.00022955138263573539 0.00017220560155567787 0.0002210850686013383 -0.00032804572958879916
leaf_weight=0.0011423946672984376 0.001592177404389323 0.0013953896302659622 0.0011813746806437226 0.0010332390307673796 0.0010232754631980304 0.0014856967727753475
leaf_count=280 936 269 311 355 530 1229
internal_value=0 -3.11827e-05 -8.10515e-05 -0.000152518 -2.34927e-05 -0.000122848
internal_weight=0 0.00771115 0.00631576 0.00513439 0.00354221 0.00251894
internal_count=3910 3630 3361 3050 2114 1584
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=8.90686e-06 2.41978e-05 3.82488e-05 2.98954e-05 3.34649e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0085743051730690321 -0.0086847357824986274 0.01751279695002915 -0.014577980618860082 -0.0063583288527105488 0.016128842768562978
leaf_weight=0.0018699280803810411 0.0010365432349042992 0.0016137003474941737 0.0011205329830817124 0.0013208271217889096 0.0013263414932796569
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00122544 0.00463065 -0.00088675 0.00490868
internal_weight=0 0.00725133 0.0053814 0.0037677 0.00264717
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=7
num_cat=0
split_feature=376 4 52 48 1 1
split_gain=2.69441e-05 2.66211e-05 6.08124e-05 3.85937e-05 4.59251e-05 3.08565e-05
threshold=0.048375000000000008 -0.034289999999999994 -0.081429999999999989 0.085575000000000012 0.11235500000000002 0.079945000000000016
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=-2.8544948156073694e-05 0.00030414956587109497 0.00044680252548145739 -0.0001352147763432937 -0.00032921094792552565 0.00037609204739369294 -0.00046902225385358202
leaf_weight=0.0015635993116294713 0.0010053313601824385 0.0011270522584331663 0.0017076852005868423 0.0014204435599398744 0.0011172375910832081 0.0010041037288136699
leaf_count=1063 206 475 781 376 299 710
internal_value=0 -3.65682e-05 4.19223e-05 -6.55646e-05 6.70036e-05 -0.000200794
internal_weight=0 0.00794012 0.00537242 0.00424537 0.00282492 0.0025677
internal_count=3910 3704 1931 1456 1080 1773
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=6
num_cat=0
split_feature=52 12 2 13 2
split_gain=1.25974e-05 3.32917e-05 3.02152e-05 4.30712e-05 2.51148e-05
threshold=0.11401500000000002 0.097345000000000015 0.082715000000000025 -0.083514999999999992 0.10796500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00027969833869980534 -0.00019150019773028805 0.00026732677177265373 0.00034467167657658806 5.1584333735105455e-05 -0.00031817236445814018
leaf_weight=0.0015468816581111601 0.0011908689913675344 0.0016956665887678801 0.0012591947901693505 0.0018822165621780042 0.0011304004201441462
leaf_count=712 647 532 737 994 288
internal_value=0 2.55612e-05 -4.48934e-05 4.01327e-05 -8.71565e-05
internal_weight=0 0.00751436 0.00581869 0.00427181 0.00301262
internal_count=3910 3263 2731 2019 1282
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=7
num_cat=0
split_feature=2 52 4 12 4 0
split_gain=1.02355e-05 3.11815e-05 2.53384e-05 3.33535e-05 4.83415e-05 1.99977e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 0.084100000000000022 -0.0025899999999999994 -0.13506999999999997
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=0.017793597039759797 -0.0020885724077878668 -0.015836590953418522 0.014501199775841864 -0.017360596023174434 -0.01132952696378095 0.016178715948110701
leaf_weight=0.0012096935948066557 0.0014690458047977365 0.0013176427912351104 0.0011447214551177096 0.0010637623089730826 0.0010777546043815875 0.0010122042405439618
leaf_count=439 208 1032 230 1283 159 559
internal_value=0 -0.00230845 0.00165631 -0.00273131 0.00407194 0.00536341
internal_weight=0 0.00581357 0.00449593 0.00335121 0.00228745 0.00248125
internal_count=3910 3143 2111 1881 598 767
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=7
num_cat=0
split_feature=376 52 13 52 0 16
split_gain=2.46126e-05 2.73224e-05 3.07583e-05 4.64242e-05 4.1041e-05 4.08789e-05
threshold=0.048375000000000008 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.053834999999999994 -0.057604999999999996
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=0.00021053543777826536 0.00028470335421346409 -0.00032968908702086803 0.00026819565427399283 -0.00023605682499548279 -0.00051394910497483274 0.00025897547495190771
leaf_weight=0.0019880521254663479 0.0010048214138433436 0.0010882277617042463 0.0011454536627040972 0.0017783833396164696 0.001040906032515478 0.0010030957387703247
leaf_count=963 206 612 568 979 187 395
internal_value=0 -4.07765e-05 4.42302e-06 -7.806e-05 -0.000181822 -5.75314e-05
internal_weight=0 0.00804412 0.00695589 0.00496784 0.00382239 0.00278148
internal_count=3910 3704 3092 2129 1561 1374
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=6
num_cat=0
split_feature=0 4 43 15 0
split_gain=9.20965e-06 2.92022e-05 3.6237e-05 4.36688e-05 1.55609e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.079109999999999986 -0.07142999999999998 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015001121313227962 0.0072532355125378275 -0.011951593283636501 -0.007092880321886103 0.021163870879956696 0.0082079992108418289
leaf_weight=0.0013053226971312505 0.0014401961460215355 0.0014518378204600368 0.0016172466522491426 0.0013496261543615865 0.0011284299178300208
leaf_count=1385 255 963 200 509 598
internal_value=0 -0.00154376 0.00162295 0.00643531 -0.000804459
internal_weight=0 0.00685246 0.00554714 0.0040953 0.00274568
internal_count=3910 3655 2270 1307 798
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=8
num_cat=0
split_feature=376 4 52 48 15 1 0
split_gain=2.99501e-05 3.20533e-05 5.34422e-05 3.64085e-05 5.48621e-05 3.08912e-05 1.81536e-05
threshold=0.048375000000000008 -0.034289999999999994 -0.081429999999999989 0.091875000000000012 -0.11739999999999999 0.079945000000000016 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-4.5466795604565798e-05 0.00031681960411907565 0.00042616836892431622 -0.00028582981400921125 -0.00034062365367454648 0.00043724676783679504 -0.00048204999461091145 6.6046325394442738e-05
leaf_weight=0.0015905223495333368 0.0010323261991818924 0.0011353159129199614 0.0011345466918123068 0.0012095579984727481 0.0010188402757882475 0.0010244400898286928 0.0010073514370175093
leaf_count=1063 206 475 328 268 207 710 653
internal_value=0 -3.77543e-05 4.71448e-05 -5.1318e-05 5.93941e-05 -0.000216503 0.000252699
internal_weight=0 0.00812057 0.00550561 0.0043703 0.00316074 0.00261496 0.00202619
internal_count=3910 3704 1931 1456 1188 1773 860
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=8
num_cat=0
split_feature=376 43 2 0 3 48 2
split_gain=3.10274e-05 3.89982e-05 4.95427e-05 3.78851e-05 4.26655e-05 4.18049e-05 1.25726e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.099024999999999988 -0.11266 0.091875000000000012 0.089785000000000018
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=0.00040653545092341343 0.00032040380914731808 -3.0797175582220641e-05 -0.000145903038454541 -5.9571257419841671e-05 -0.00062359606162700669 -0.00034327436685321162 0.00026054590589285551
leaf_weight=0.001377449535075943 0.0010057789919895544 0.0010015094671849596 0.0011412101448050231 0.0010081739436404553 0.0010554369149710469 0.001008398462256982 0.001320112548211574
leaf_count=576 206 187 841 183 1523 130 264
internal_value=0 -4.52207e-05 0.000156224 -0.000139289 -0.000348043 -9.92519e-06 0.000134865
internal_weight=0 0.00791229 0.00251866 0.00539363 0.00206361 0.00333002 0.00232162
internal_count=3910 3704 1417 2287 1706 581 451
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=8
num_cat=0
split_feature=376 43 2 457 13 15 1
split_gain=2.57659e-05 3.12186e-05 5.36158e-05 2.90095e-05 3.32731e-05 6.41885e-05 2.54731e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976 0.11052000000000002
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=0.00039369921921099735 0.00029203331265154769 5.6134052933483993e-05 -0.00017309761586928278 0.00016397620608359331 0.00011263832031930891 -0.00071367247053424963 -0.00032702791695356529
leaf_weight=0.0014235493861459096 0.0010147576418660783 0.0014080030750665438 0.001168204962265162 0.0010904964154262045 0.0010110722319884172 0.0010053939128115315 0.0010154798202265513
leaf_count=576 206 284 841 174 432 1247 150
internal_value=0 -3.93536e-05 0.000138222 -0.000122571 -0.00019295 -0.000308622 -0.000107673
internal_weight=0 0.0081222 0.00259175 0.00553045 0.00443995 0.00303195 0.00202655
internal_count=3910 3704 1417 2287 2113 1829 582
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 48
split_gain=9.46755e-06 2.72542e-05 2.5116e-05 2.17876e-05 3.93576e-05 4.31205e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.06402999999999999 0.089785000000000018 0.091875000000000012
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=0.0083717855638072505 -0.016209794668982886 -0.011917256191293198 -0.012044710974247837 0.016969619333813295 0.020557772820190098 -0.0065275862356210766
leaf_weight=0.0011579426951488989 0.0010557519063274833 0.0011795090305692247 0.0014700582162823052 0.0010678803136386908 0.0013481818676600432 0.001042124761535662
leaf_count=261 278 1794 829 282 325 141
internal_value=0 -0.00137389 0.00119056 0.00432774 0.000830655 0.00874911
internal_weight=0 0.00716351 0.00610775 0.00492825 0.00386036 0.00239031
internal_count=3910 3649 3371 1577 1295 466
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=7
num_cat=0
split_feature=376 43 457 160 3 12
split_gain=2.4358e-05 2.82898e-05 2.85537e-05 4.21658e-05 5.35645e-05 6.98132e-05
threshold=0.048375000000000008 -0.083899999999999988 0.041935000000000007 -1.0000000180025095e-35 0.090325000000000003 0.080120000000000011
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=0.00016987868100683192 0.00028588562188605566 -0.00050567486266408688 0.00018414329073343687 0.00049005625928807517 -0.00038188144010212498 -0.00017176452789960641
leaf_weight=0.0019118423341652237 0.0010028273910685183 0.0010974411597099278 0.0010901853602544751 0.0010351370185777684 0.0013787548067957936 0.0015019386777538981
leaf_count=903 206 766 210 188 225 1412
internal_value=0 -3.82571e-05 -0.000103453 -0.000165994 -7.0796e-05 9.8261e-05
internal_weight=0 0.0080153 0.00610346 0.00501327 0.00391583 0.00253708
internal_count=3910 3704 2801 2591 1825 1600
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=6
num_cat=0
split_feature=3 39 4 48 15
split_gain=9.81862e-06 2.34304e-05 2.76593e-05 4.49365e-05 2.51449e-05
threshold=0.13772500000000001 0.005105000000000001 -0.034289999999999994 0.087035000000000015 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014137310479704649 0.0083027299046477872 0.010870811923217131 -0.0040391858361308614 -0.016123202936057044 0.015181097545453241
leaf_weight=0.0018709023150245462 0.001211770829689208 0.001270440484305818 0.0011451932184444891 0.0011421184118922275 0.0016779961250744375
leaf_count=1707 239 424 218 328 994
internal_value=0 -0.00143601 -0.00411499 0.000613715 0.00738462
internal_weight=0 0.00710665 0.00583621 0.00396531 0.00282319
internal_count=3910 3671 3247 1540 1212
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=7
num_cat=0
split_feature=0 16 52 15 49 2
split_gain=9.9622e-06 2.48159e-05 2.61606e-05 4.85045e-05 2.57589e-05 1.94032e-05
threshold=0.055865000000000005 0.081265000000000018 0.084240000000000023 -0.0071449999999999994 -0.029304999999999998 0.10217500000000002
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=0.0098055123663459264 0.0075292500426146535 -0.013556474907868921 -0.012915971151704212 0.021630957681487643 -0.018529608129464303 0.0011641764771679987
leaf_weight=0.001209411252720003 0.0014454532048461975 0.001386360978609346 0.0010326059356733797 0.0012310130225373934 0.0010002759546756492 0.0010008577681923923
leaf_count=315 255 566 1155 753 597 269
internal_value=0 -0.00160541 0.00142126 0.00475449 -0.00171642 -0.00867985
internal_weight=0 0.00686052 0.00547416 0.00444156 0.00321054 0.00200113
internal_count=3910 3655 3089 1934 1181 866
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 3
split_gain=2.16889e-05 2.89952e-05 4.59564e-05 4.09441e-05 3.67289e-05 2.19183e-05
threshold=0.10513500000000002 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.040669999999999991
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=-8.4060704677183486e-05 0.00026969358520754187 -0.00029395290066091206 -0.00049097986706187272 0.00039774200777773535 0.00012421371539239262 -0.00011247217791046397
leaf_weight=0.0011223120277430048 0.0010024396570018313 0.001388771287330913 0.0010042106599110778 0.0017134201759068913 0.0014620889397229321 0.0014197980997702033
leaf_count=630 366 309 1108 508 718 271
internal_value=0 -3.60269e-05 1.72622e-05 0.000207057 -0.000121233 -0.000269279
internal_weight=0 0.0081106 0.00672183 0.00283573 0.0038861 0.00242401
internal_count=3910 3544 3235 1138 2097 1379
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=8
num_cat=0
split_feature=376 43 3 1 16 3 0
split_gain=3.19194e-05 3.58834e-05 3.94613e-05 5.99815e-05 7.36237e-05 6.56925e-05 3.66026e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 0.095575000000000007 -0.27337499999999998 0.086245000000000016 -0.10783
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=0.00032868029912702808 0.00033085097641832623 -0.00038510118139313369 -0.00056395954160161116 -0.00030414616838809371 3.5746525684826737e-05 7.7883563587745171e-05 0.00053643144373204381
leaf_weight=0.0012438164014284062 0.0010180829172180004 0.0010008115578916755 0.0014161330115270974 0.0010898610979214588 0.0010044821217221806 0.0010811292087365347 0.0012725166706043928
leaf_count=320 206 401 2139 206 142 134 362
internal_value=0 -3.74888e-05 1.14556e-05 -5.58297e-05 0.000114958 -0.000286089 0.000315558
internal_weight=0 0.00810875 0.00710794 0.00586412 0.00336686 0.00249726 0.002277
internal_count=3910 3704 3303 2983 710 2273 504
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=7
num_cat=0
split_feature=150 15 15 13 16 2
split_gain=9.89852e-06 2.16817e-05 3.41596e-05 2.78107e-05 3.0443e-05 2.65861e-05
threshold=0.10559 -0.09547499999999999 -0.038029999999999987 -0.032264999999999995 0.0015250000000000001 0.10869000000000002
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=0.01861768562289191 -0.0092677768846770956 -0.017386780202108359 -0.0080737063719743037 -0.0030537420412068686 0.020804035952849166 -0.0023479069736298585
leaf_weight=0.0013154225434717725 0.0010146339120830376 0.0011803414417735033 0.0015448017559603349 0.0010145998390124666 0.0011311036902904548 0.0011196739998209642
leaf_count=519 233 777 1089 677 330 285
internal_value=0 0.00127291 -0.0025789 0.00215714 0.00952284 0.00897756
internal_weight=0 0.00730594 0.00487085 0.00369051 0.0021457 0.0024351
internal_count=3910 3677 2873 2096 1007 804
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=7
num_cat=0
split_feature=49 13 1 160 16 2
split_gain=1.19931e-05 3.11932e-05 3.92043e-05 4.9009e-05 7.00822e-05 2.15323e-05
threshold=0.10251500000000001 -0.083514999999999992 0.11931500000000002 -0.026849999999999995 -0.055679999999999993 0.099990000000000009
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=-1.3748709851868086e-05 0.00020192763478082273 0.00035994431172448374 -0.00042248592229747456 0.00010563891382468535 -0.00047725743746268752 0.00036477887017604944
leaf_weight=0.0012273706920084737 0.0010013292887224353 0.0010018954441679876 0.0011855455012789807 0.0019149352808673834 0.0013535648701737877 0.0010916501806763168
leaf_count=844 408 515 229 1010 648 256
internal_value=0 -2.60607e-05 -0.000107031 -1.9455e-05 -0.000135753 0.000164438
internal_weight=0 0.00777496 0.00545594 0.0042704 0.0032685 0.00231902
internal_count=3910 3502 2402 2173 1658 1100
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=7
num_cat=0
split_feature=49 13 1 2 49 43
split_gain=1.29255e-05 2.68308e-05 3.58397e-05 4.04694e-05 4.31767e-05 3.70119e-05
threshold=0.10251500000000001 -0.090394999999999989 0.11986000000000001 0.087005000000000013 -0.045004999999999996 -0.011869999999999999
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=0.00017408877332887981 0.00020738446478467358 0.00045886667995376939 -0.0003973987575913875 0.00013605006063798923 -0.00037434993343663837 -7.0514286724753948e-05
leaf_weight=0.0019002376840780606 0.0010080306179778399 0.0010065392130711073 0.0011928039289933069 0.0010449295961352421 0.0016331351947920321 0.0010246889734787901
leaf_count=586 408 752 243 225 1195 501
internal_value=0 -2.85553e-05 -9.37985e-05 -1.69005e-05 -0.000175202 0.000191811
internal_weight=0 0.00780233 0.0059021 0.00470929 0.00267806 0.00203123
internal_count=3910 3502 2916 2673 1420 1253
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=9.74752e-06 3.17731e-05 3.59212e-05 3.17603e-05 2.99589e-05 7.18694e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.0086391352802321839 -0.014878202099948666 0.020083543396775642 -0.0041582708216799623 -0.014015084641358068 -0.009537844019092313 0.028111418450995108
leaf_weight=0.0011315180164792682 0.0010336286188212356 0.0011410728017291292 0.0015474357178062233 0.0011682490039762127 0.0010560781000193771 0.0012458056544619523
leaf_count=1060 521 498 1069 177 220 365
internal_value=0 0.00134577 0.0040687 0.000426679 0.00480968 0.0102342
internal_weight=0 0.00719227 0.00615864 0.00501757 0.00384932 0.00279324
internal_count=3910 2850 2329 1831 1654 1434
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=7
num_cat=0
split_feature=13 3 47 52 150 16
split_gain=1.02324e-05 2.24613e-05 3.46733e-05 2.2662e-05 5.6492e-05 4.53945e-05
threshold=-0.23438999999999996 0.11265500000000002 0.084695000000000006 0.084240000000000023 0.086420000000000011 -0.018539999999999997
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=0.0092868342596048835 0.023672166907951195 -0.014090999900406668 0.014259790789487071 -0.016023189207655854 -0.018169350530821332 -0.0036813969719422636
leaf_weight=0.0010363912476288786 0.0011404443394869373 0.001159962833372781 0.0015058495454186209 0.001063334558152702 0.0011014202003123727 0.0012963359187492095
leaf_count=210 844 138 444 1056 292 926
internal_value=0 -0.0013344 0.00108843 -0.00322189 0.000625282 0.00912042
internal_weight=0 0.00726735 0.00610738 0.00460154 0.0035382 0.00243678
internal_count=3910 3700 3562 3118 2062 1770
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=7
num_cat=0
split_feature=15 42 43 2 4 2
split_gain=1.05878e-05 2.6971e-05 3.9065e-05 3.31426e-05 1.66968e-05 2.10929e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.113945 0.0057500000000000008 0.096325000000000008
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=-0.0064287496015943899 -0.009483002340967649 -0.022294360227185353 0.005464974250083264 -0.0093661289116661276 0.016198790592269089 0.013722852410715611
leaf_weight=0.001076665603911231 0.0010323208339908284 0.0010163251045116231 0.0010115101710298645 0.0012102508158443465 0.0019348624964011024 0.0010035742820473856
leaf_count=377 1436 679 505 326 340 247
internal_value=0 0.00134105 -0.00844765 0.00513982 0.00951227 0.00329303
internal_weight=0 0.00725319 0.00202784 0.00522535 0.0040151 0.00208024
internal_count=3910 2474 1184 1290 964 624
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=1.69306e-05 3.51028e-05 3.58345e-05 5.59606e-05 5.65695e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00021683864820545181 -0.00021577661580012936 0.00039945413368925171 0.00044045899313283591 -0.00027653436419750851 -0.0001114062046281407
leaf_weight=0.0011953539157795925 0.0016822973138726259 0.0019063925174480499 0.0010154386840240601 0.0015217165282249258 0.0014806096385114038
leaf_count=1060 1040 502 642 332 334
internal_value=0 3.4184e-05 0.000105166 3.58058e-05 0.000176134
internal_weight=0 0.00760645 0.00592416 0.00490872 0.003387
internal_count=3910 2850 1810 1168 836
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=7
num_cat=0
split_feature=376 52 49 13 2 0
split_gain=3.86329e-05 3.46664e-05 2.12237e-05 6.41615e-05 5.36208e-05 4.19051e-05
threshold=0.048375000000000008 -0.081429999999999989 0.073145000000000016 -0.083924999999999986 0.094010000000000024 -0.10131499999999999
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=0.00017765795915012161 0.00035956847346275625 0.00018652484024881221 0.00012425642769922502 0.00017685979942379045 -0.00058334777141430972 -0.00038702341287366756
leaf_weight=0.0019720174815688321 0.0010046038673893762 0.0013616791026853539 0.0011050388713461611 0.0010254192434394002 0.0015832353024935139 0.0010016457370781258
leaf_count=877 206 723 470 111 465 1058
internal_value=0 -4.82346e-05 -0.000121538 -0.000176166 -0.000312961 -0.000101775
internal_weight=0 0.00804904 0.00607702 0.00497198 0.0036103 0.00202706
internal_count=3910 3704 2827 2357 1634 1169
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=6
num_cat=0
split_feature=42 160 52 49 2
split_gain=1.01129e-05 2.83888e-05 2.47807e-05 2.53436e-05 3.52776e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 -0.029304999999999998 0.099015000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0088077258625349052 -0.010450751953490833 0.0097164781648139131 0.01497767427787952 -0.017879877171670392 0.0072672233428079146
leaf_weight=0.0011286524695397647 0.001581613524960156 0.0016741485425845215 0.0016578503737483654 0.0012357956423252956 0.001016905332245711
leaf_count=1060 1040 330 451 661 368
internal_value=0 0.00137626 0.00472573 0.000397528 -0.00652807
internal_weight=0 0.00716631 0.0055847 0.00392685 0.0022527
internal_count=3910 2850 1810 1359 1029
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=7
num_cat=0
split_feature=376 43 2 0 15 1
split_gain=2.85294e-05 4.63414e-05 4.88504e-05 3.42935e-05 2.61334e-05 4.28739e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.071924999999999989 -0.10192499999999999 0.095575000000000007
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=0.00041557792976762626 0.00030018396849438206 -0.00025413853743932763 -0.00012645821232600208 -0.00038296321226423413 -0.00014456316323090804 0.00038742805949941737
leaf_weight=0.0014067209144523682 0.0010198772006335564 0.0014559175314390969 0.0011717027058340025 0.0016782709683703387 0.0013853495077358797 0.0010049196798569986
leaf_count=576 206 333 841 614 1122 218
internal_value=0 -4.77887e-05 0.000169263 -0.000149093 -4.70443e-05 7.90972e-05
internal_weight=0 0.00810288 0.00257842 0.00552446 0.00384619 0.00239027
internal_count=3910 3704 1417 2287 1673 1340
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=6
num_cat=0
split_feature=15 42 2 0 43
split_gain=9.04983e-06 2.24834e-05 3.49211e-05 3.78483e-05 3.31346e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.086245000000000002 -0.14136999999999997 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.016932001064977734 -0.0087814863093913353 -0.020483663482851928 -0.010664377081588544 0.0097850965461560649 0.0050675800115321055
leaf_weight=0.0016128011188712714 0.0010315279167444165 0.0010148735803166302 0.0018680747600993729 0.0017556915771656937 0.0010152287568189131
leaf_count=339 1436 679 274 677 505
internal_value=0 0.00122782 0.00469119 -0.000756738 -0.00770581
internal_weight=0 0.00726667 0.00523657 0.00362377 0.0020301
internal_count=3910 2474 1290 951 1184
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=6
num_cat=0
split_feature=42 43 4 4 4
split_gain=1.22013e-05 3.20285e-05 2.88138e-05 2.02456e-05 2.69235e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -0.23071499999999998 -0.0010999999999999996 0.17888000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00018569633122037993 0.0003066951465332262 -0.00033116771536556886 0.00021116011628977515 -0.00024792943411682818 9.5641532635492272e-05
leaf_weight=0.0011960135877420305 0.0013053949081386369 0.0010273427733396576 0.0016059030762344225 0.001553276393388002 0.0020138513956930409
leaf_count=1060 581 246 1119 496 408
internal_value=0 2.75446e-05 -3.12264e-05 2.83408e-05 -5.39636e-05
internal_weight=0 0.00750577 0.00620037 0.00517303 0.00356713
internal_count=3910 2850 2269 2023 904
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=7
num_cat=0
split_feature=42 43 0 3 0 48
split_gain=1.03498e-05 2.94048e-05 2.03337e-05 1.87018e-05 1.8676e-05 3.32457e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.074014999999999984 -0.079784999999999981 -0.14136999999999997 0.086065000000000016
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=-0.0089077934644975591 0.0023316406132242481 0.0071771968925680042 -0.011893600138567597 0.021173891706294357 0.012724591630548088 -0.016775971578905684
leaf_weight=0.0011306200707184126 0.0011072790258884711 0.0013247997877003676 0.0016430616908751135 0.0010047616874508548 0.0010524290803971591 0.0010299017924331082
leaf_count=1060 694 219 506 639 686 106
internal_value=0 0.00138742 -0.00275622 0.0112955 0.00165021 -0.00329946
internal_weight=0 0.00716223 0.00505019 0.00211204 0.00340713 0.0023547
internal_count=3910 2850 1517 1333 1011 325
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=7
num_cat=0
split_feature=2 52 4 1 4 16
split_gain=9.84503e-06 2.54238e-05 1.91783e-05 1.79292e-05 3.80022e-05 3.07076e-05
threshold=0.10946500000000002 0.084890000000000007 0.053925000000000008 0.10884000000000001 0.0051950000000000008 -0.0099649999999999982
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.01428637295787403 0.015137054845877849 -0.014505293799378703 -0.00254242252592795 -0.0087128653924365106 0.021392849703807646 0.0093836854285472265
leaf_weight=0.0010620627428856077 0.001096546882903493 0.0013140482997775187 0.0013931033300993224 0.0012751993978774765 0.0010069390674234879 0.0011325366862206833
leaf_count=778 353 1032 414 239 343 751
internal_value=0 -0.00227528 0.00524436 0.00131457 0.00530859 -0.00207129
internal_weight=0 0.00579079 0.00248965 0.00447674 0.00320154 0.0021946
internal_count=3910 3143 767 2111 1872 1529
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=7
num_cat=0
split_feature=0 51 4 16 0 12
split_gain=9.20464e-06 3.21981e-05 3.31441e-05 2.80021e-05 2.74577e-05 1.04705e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.28937500000000005 -0.19424999999999998 -0.10131499999999999 0.08598500000000002
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=-0.016877941991089059 0.013060030175180263 -0.01601306173461766 0.017420706400143666 0.011830482648603089 -0.0085397503441491992 -0.00066809974127517721
leaf_weight=0.0011781359315486354 0.0010016361687776466 0.0011235194451460436 0.0010352399595190374 0.0014915672655660594 0.0011893668730900877 0.0012475690297794389
leaf_count=540 259 247 305 310 2062 187
internal_value=0 -0.00205254 0.00155644 -0.00276043 0.00279345 0.00544543
internal_weight=0 0.00601783 0.00483969 0.00380445 0.00268093 0.00224921
internal_count=3910 3464 2924 2619 2372 446
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=6
num_cat=0
split_feature=43 52 16 2 3
split_gain=1.04462e-05 2.41607e-05 4.98928e-05 2.0049e-05 1.98747e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.002483676876472142 -0.014572060006740876 -0.015910208542828843 0.020011477475748135 0.0010212418530551549 0.014027041647453357
leaf_weight=0.0016655943584049236 0.0012903413945178311 0.0011322512542136284 0.0010396080944332555 0.0018292606238593904 0.0012966335230928301
leaf_count=1267 426 845 224 567 581
internal_value=0 -0.00267319 0.00116414 -0.00545202 0.00474343
internal_weight=0 0.00529146 0.00400112 0.00296151 0.00296223
internal_count=3910 2062 1636 1412 1848
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=49 51 42 4 4
split_gain=9.23152e-06 4.20029e-05 5.0013e-05 3.18498e-05 3.79503e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.25367000000000006 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0061566180754561396 0.010229567788780189 -0.020324448449895408 -0.015057702626446304 0.021356951289889913 -0.013846506779077861
leaf_weight=0.0018752302847688147 0.0018385776722902008 0.0010291013496272925 0.001330603528907205 0.0011515928261041 0.0010167639295562199
leaf_count=505 1045 434 1363 271 292
internal_value=0 -0.0018264 0.00174011 0.00731825 0.00165627
internal_weight=0 0.00636664 0.00533754 0.00400693 0.00285534
internal_count=3910 3405 2971 1608 1337
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=6
num_cat=0
split_feature=43 52 16 43 2
split_gain=1.02398e-05 1.95387e-05 3.95897e-05 1.85005e-05 1.67496e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 -0.091114999999999988 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0021281040323421012 -0.013378024377761749 -0.014663163168914084 0.017662704288897081 0.013871484583193268 0.00083240645794276568
leaf_weight=0.0016923467535840953 0.0012841823442813873 0.0011284812263649211 0.0010323896533977446 0.0012613802982430963 0.0018268387430603651
leaf_count=655 426 845 224 1193 567
internal_value=0 -0.00265018 0.000804562 0.00470447 -0.00508454
internal_weight=0 0.00527189 0.00398771 0.00295373 0.00295532
internal_count=3910 2062 1636 1848 1412
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=7
num_cat=0
split_feature=15 150 3 1 3 4
split_gain=9.53352e-06 2.94499e-05 3.71094e-05 3.01079e-05 2.09869e-05 4.20513e-05
threshold=-0.03231499999999999 0.08486500000000001 0.092005000000000017 0.10752500000000002 0.10666500000000002 -0.076854999999999993
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=-0.0059399844392292967 0.0014303281526598561 0.016554585940070452 -0.016964431605708121 0.017961672770228067 0.0081656538148617338 -0.023997466317934948
leaf_weight=0.0010672304896165749 0.0017030541221836175 0.0011965270055680904 0.0010753642410753594 0.0010411602286883696 0.001080157553469054 0.0010521873415343587
leaf_count=941 1212 278 200 317 114 848
internal_value=0 0.00317941 -0.00184728 0.00586307 -0.00364857 -0.00828018
internal_weight=0 0.00438028 0.00318375 0.00210839 0.0038354 0.00275524
internal_count=3910 1736 1458 1258 2174 2060
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=7
num_cat=0
split_feature=16 12 4 16 49 15
split_gain=1.85008e-05 2.2633e-05 3.17401e-05 3.74911e-05 3.17997e-05 2.42568e-05
threshold=-0.52908499999999992 -0.051479999999999991 -0.0037349999999999992 -0.008069999999999999 -0.00064499999999999985 -0.11399999999999998
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=-0.00025218397252701813 -0.00023462411578477259 -0.00037025325554405252 -7.7292916503525692e-05 8.4813113913980736e-05 9.0531975458598476e-05 0.0004842521573010247
leaf_weight=0.0010197881138286737 0.001078889899290004 0.0010751950768349786 0.0011239956366569828 0.0019738577756160947 0.0010305036706495395 0.0014455057610024385
leaf_count=179 436 1466 187 860 245 537
internal_value=0 2.88028e-05 7.1547e-05 -7.56581e-05 0.000196224 0.000320388
internal_weight=0 0.00772795 0.00664906 0.00304905 0.00360001 0.00247601
internal_count=3910 3731 3295 2326 969 782
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=7
num_cat=0
split_feature=49 13 1 160 16 1
split_gain=1.44943e-05 2.53736e-05 4.45301e-05 5.20779e-05 6.59893e-05 2.25774e-05
threshold=0.10251500000000001 -0.083514999999999992 0.11931500000000002 -0.014774999999999998 -0.055679999999999993 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=-3.0208466749385394e-05 0.0002174396460821441 0.0003807229457485518 -0.00043779088147138554 0.00010294263306785608 -0.00046148417736351273 0.00035887653180347127
leaf_weight=0.0013133901633568972 0.0010139009561356922 0.0010005341406153197 0.0012034689191306614 0.0019277463118225018 0.0013569463779193206 0.0010176625786046159
leaf_count=771 408 543 229 1007 623 329
internal_value=0 -3.17355e-05 -0.000104525 -1.09296e-05 -0.000130229 0.000139654
internal_weight=0 0.00781975 0.0054887 0.00428523 0.00328469 0.00233105
internal_count=3910 3502 2402 2173 1630 1100
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=6
num_cat=0
split_feature=3 2 2 1 3
split_gain=1.38764e-05 1.94552e-05 3.82852e-05 2.38833e-05 3.59054e-05
threshold=-0.15464999999999998 0.099015000000000006 0.11339500000000001 0.095575000000000007 0.082730000000000012
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0002130003295468766 -0.00042558448805658913 0.00032743117875084268 -0.00010384681489698907 4.7086694375798867e-05 4.8799599263704372e-05
leaf_weight=0.0010046207492274573 0.0015600637933155502 0.0014073744616137046 0.0018079997343863753 0.0019891642520672857 0.0010109180171833318
leaf_count=259 2032 403 593 475 148
internal_value=0 -3.18796e-05 8.49243e-05 -0.000114238 -0.000239055
internal_weight=0 0.00777552 0.00321537 0.00456015 0.00257098
internal_count=3910 3651 996 2655 2180
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=7
num_cat=0
split_feature=43 4 4 13 1 16
split_gain=9.19501e-06 2.8487e-05 2.389e-05 3.75485e-05 2.49562e-05 1.99294e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.0010999999999999996 -0.016579999999999998 0.095575000000000007 -0.45301499999999995
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=0.0082657649161204227 -0.016576754506482567 -0.0035953265866049025 -0.016286204347138223 0.023309161049477427 -0.0080332364224948334 0.008775643774747089
leaf_weight=0.0011526383107296765 0.0010487694706055213 0.0010288449870435742 0.0010743928148186661 0.0010462312797624245 0.0012343415147451724 0.0016459661160225681
leaf_count=261 278 1375 654 714 234 394
internal_value=0 -0.00136562 0.00128008 0.00996963 -0.00327942 0.00157228
internal_weight=0 0.00707855 0.00602978 0.00207508 0.0039547 0.00288031
internal_count=3910 3649 3371 2089 1282 628
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=6
num_cat=0
split_feature=42 43 160 15 0
split_gain=9.91524e-06 2.92423e-05 2.84916e-05 2.72683e-05 3.36396e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 -0.050004999999999994 -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=-0.0087555432170123744 0.015304151796364407 -0.014841342815989051 -0.0053810256479021705 -0.0070187076846825337 0.017624343299449306
leaf_weight=0.0011208227963287491 0.0012417577482061529 0.0012705744472505474 0.0010445505658761567 0.0019162542191008556 0.0016235450009970277
leaf_count=1060 581 799 99 872 499
internal_value=0 0.0013655 -0.00159071 0.00208176 0.00861782
internal_weight=0 0.00709668 0.00585492 0.00458435 0.0026681
internal_count=3910 2850 2269 1470 598
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=7
num_cat=0
split_feature=49 47 12 12 1 16
split_gain=1.56148e-05 3.18822e-05 4.16193e-05 5.09404e-05 7.62728e-05 3.73861e-05
threshold=0.10251500000000001 0.09252500000000001 0.10058500000000002 0.090715000000000018 0.094165000000000013 -0.077034999999999978
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=6.3213974620393917e-05 0.00021992668819983274 -0.00031202531569546121 -0.00032359796230992994 0.00046332315636874583 0.00030543955116345983 -0.0004176045092842308
leaf_weight=0.0010491470729386307 0.0010307955122608901 0.0013427053221291667 0.0011280320392266863 0.0011183828963437495 0.0017876887953220959 0.0015261635838282866
leaf_count=772 408 303 380 690 579 778
internal_value=0 -3.65683e-05 1.93909e-05 8.99758e-05 -5.72569e-06 -0.000221725
internal_weight=0 0.00795212 0.00660941 0.00548138 0.004363 0.00257531
internal_count=3910 3502 3199 2819 2129 1550
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=6
num_cat=0
split_feature=42 12 49 1 13
split_gain=1.03962e-05 2.20483e-05 3.02425e-05 4.29681e-05 2.07295e-05
threshold=0.092145000000000019 -0.036459999999999992 -0.00064499999999999985 0.11198000000000001 -0.011209999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012001890304469243 -0.008952390882472773 -0.006912708171574064 0.01075534237704621 0.024580404097438079 -0.005858016903298408
leaf_weight=0.001046983869824619 0.0011246350512666261 0.0018556673996432934 0.001437902498004167 0.001181633820563804 0.0015723420119668078
leaf_count=360 832 603 1031 178 906
internal_value=0 0.00139627 0.00371583 0.00842089 0.00207768
internal_weight=0 0.00709453 0.00604755 0.00419188 0.00301024
internal_count=3910 3078 2718 2115 1937
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=6
num_cat=0
split_feature=49 3 15 2 16
split_gain=1.09732e-05 2.5745e-05 2.26425e-05 3.69576e-05 2.51875e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.11739999999999999 0.10113500000000002 0.032820000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017430848488122735 -0.012323997722213008 -0.004441093117616866 0.016151548985096943 -0.012305646813682953 -0.001943154394057757
leaf_weight=0.0010397662153981242 0.0016181329225116179 0.0011155727419395118 0.0016156113020456945 0.001349566000558718 0.0014685097803444362
leaf_count=361 581 198 1780 553 437
internal_value=0 0.00611024 -0.00219902 0.00149623 0.00753572
internal_weight=0 0.00215534 0.00605182 0.00443369 0.00308412
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=7
num_cat=0
split_feature=49 47 15 15 13 1
split_gain=1.58145e-05 3.05663e-05 3.53411e-05 3.23566e-05 2.51355e-05 3.28051e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 -0.10192499999999999 -0.10939499999999998 0.088495000000000018
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=-5.3262817302604134e-05 0.00022323049756668278 -0.00030149659878354705 0.00014547863714725885 0.00037499482693342459 -3.7362786617765031e-05 -0.00048505877636442806
leaf_weight=0.0011949537279370721 0.0010354118752700587 0.0013643572329280909 0.001119940205854836 0.0015687461126577115 0.0016899779677580469 0.0010025761655068056
leaf_count=429 408 303 147 674 1379 570
internal_value=0 -3.44116e-05 2.10003e-05 0.000189827 -0.000101383 -0.000204063
internal_weight=0 0.00794055 0.00657619 0.0027637 0.00381249 0.00269255
internal_count=3910 3502 3199 1103 2096 1949
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=6
num_cat=0
split_feature=49 160 13 1 16
split_gain=1.02436e-05 2.65557e-05 3.23371e-05 2.9965e-05 2.78444e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011362447471591909 0.009429641564935691 0.0066718587202917361 0.0022793247679359784 -0.028063983123152305 -0.0069597395348174468
leaf_weight=0.0013398703691338736 0.0010068035762491358 0.0018556837428635575 0.0014354623799229856 0.0010719264235299754 0.0015000080174751552
leaf_count=863 541 726 1004 180 596
internal_value=0 -0.00133907 -0.0042417 -0.00929539 -0.0157555
internal_weight=0 0.00720295 0.00586308 0.0040074 0.00257193
internal_count=3910 3369 2506 1780 776
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=8
num_cat=0
split_feature=157 51 49 2 13 43 3
split_gain=2.1797e-05 5.98664e-05 3.41335e-05 4.69471e-05 3.59247e-05 6.05671e-05 1.47908e-05
threshold=-0.062384999999999996 -0.032189999999999989 0.024250000000000004 0.11005500000000001 0.0099250000000000015 -0.019509999999999996 0.045635000000000002
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=0.0002699409542552539 -0.00046038194293802329 0.00037778010573916333 0.00032906695449973314 0.00028091756956592182 -0.00041078834410522141 -3.5018845642335869e-05 -0.00036256695918929276
leaf_weight=0.0010020834084810857 0.0011066915153229526 0.0010037680987718695 0.0012156135467252744 0.0013957632028579262 0.0012644960406313199 0.0010114926157636023 0.0011135322499717306
leaf_count=569 477 777 458 338 293 859 139
internal_value=0 -3.65877e-05 3.0369e-05 -3.23531e-05 -0.00013188 -1.916e-05 -0.000206657
internal_weight=0 0.00811136 0.00700467 0.00578905 0.00439329 0.00312879 0.00212502
internal_count=3910 3341 2864 2406 2068 1775 998
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=7
num_cat=0
split_feature=376 52 4 1 47 15
split_gain=3.06971e-05 3.51988e-05 7.24037e-05 2.73506e-05 4.32543e-05 5.14761e-05
threshold=0.048375000000000008 -0.048794999999999991 -0.0031049999999999997 0.076710000000000014 0.09252500000000001 -0.10192499999999999
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=-0.00022603957204096043 0.00032098779088476887 -0.0003684938687758668 0.00041629273566758042 -0.00026484072891877605 -0.00039285558929713838 0.00028905373702585251
leaf_weight=0.0011957517630101716 0.0010014202508517632 0.0014344822813360863 0.0015482731910290174 0.0010406284605349835 0.0010300630458787269 0.0016970814963087329
leaf_count=727 206 1504 349 211 211 702
internal_value=0 -4.32994e-05 0.000136386 -0.000138078 -5.03531e-05 7.85134e-05
internal_weight=0 0.00794628 0.00274402 0.00520226 0.00376777 0.00273771
internal_count=3910 3704 1076 2628 1124 913
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=7
num_cat=0
split_feature=16 160 2 151 1 16
split_gain=1.54769e-05 4.53974e-05 3.72205e-05 2.68429e-05 8.66898e-05 1.43775e-05
threshold=-0.055679999999999993 -0.026849999999999995 0.096540000000000015 -0.0088999999999999982 0.095575000000000007 -0.27337499999999998
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=-0.00018581671843492548 0.00021824504004373986 -0.00042548052326745633 1.1334828408666235e-05 -0.00023500947014533371 0.00024966040247754214 0.00057627824204057557
leaf_weight=0.0010841197215810576 0.0013355916987897419 0.0015655300723237736 0.0014396405122857094 0.0012660227991726477 0.0010165322639046348 0.0010568931425607503
leaf_count=261 715 667 464 1360 253 190
internal_value=0 -8.25427e-05 -0.000216222 8.22588e-05 0.000169287 0.000416148
internal_weight=0 0.00434076 0.00300517 0.00442357 0.00333945 0.00207343
internal_count=3910 1846 1131 2064 1803 443
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=6
num_cat=0
split_feature=49 15 12 43 3
split_gain=1.11506e-05 2.258e-05 1.94131e-05 6.08964e-05 4.72309e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.080120000000000011 -0.074254999999999988 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.016600828209035304 0.013422155925554596 -0.0038326536787444314 0.0071224649265770341 -0.02251949624484649 -0.010749268698882167
leaf_weight=0.0010566121517691001 0.0018704319633017271 0.0011078146887277722 0.0013257072207078801 0.0014523515660368343 0.0014237144729570637
leaf_count=228 497 331 1049 1534 271
internal_value=0 0.0061424 -0.00221708 -0.00837416 0.00297538
internal_weight=0 0.00216443 0.00607221 0.00277806 0.00329415
internal_count=3910 559 3351 2583 768
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 2
split_gain=1.78459e-05 2.7492e-05 3.13267e-05 2.20453e-05 3.55541e-05 1.7614e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 -0.0010999999999999996 0.078515000000000015 0.12663500000000003
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=0.00026988219596536507 0.00026983329530586746 -0.00030302228507310202 0.0002840341071883203 -0.0002814849566830136 -0.00023323710450903561 -5.4757994470632482e-05
leaf_weight=0.001173945659376219 0.0015073415060566778 0.001400248497616734 0.0011958088823196657 0.0013375121654027821 0.0010000353993464646 0.0011205843945015792
leaf_count=278 398 1032 230 412 1191 369
internal_value=0 -6.18192e-05 9.92981e-06 -8.34141e-05 3.84464e-05 0.000131423
internal_weight=0 0.00610755 0.0047073 0.00351149 0.00217398 0.00262793
internal_count=3910 3143 2111 1881 1469 767
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=7
num_cat=0
split_feature=2 52 4 12 15 4
split_gain=1.10125e-05 2.47039e-05 2.35009e-05 2.73073e-05 4.11067e-05 1.69815e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 0.084100000000000022 -0.024209999999999999 0.053925000000000008
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=-0.010595975125460663 0.014890239287823313 -0.014453546702047765 0.013597542959867585 -0.01638638097574352 0.016399930128029781 -0.0017991534015486732
leaf_weight=0.0011113918204271522 0.0010904265113923243 0.0013159261304839884 0.0011301264198606501 0.0010547267592695701 0.0011453151559671407 0.0013828160317682352
leaf_count=267 353 1032 230 1283 331 414
internal_value=0 -0.00241932 0.00114613 -0.00310329 0.00310488 0.00555902
internal_weight=0 0.00575749 0.00444156 0.00331143 0.00225671 0.00247324
internal_count=3910 3143 2111 1881 598 767
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=6
num_cat=0
split_feature=42 160 160 3 3
split_gain=1.00652e-05 2.67882e-05 2.14672e-05 2.64363e-05 4.9085e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0088489648383151733 -0.010160385557287346 -0.0042680804300164977 -0.0083947101367147885 -0.0033039715591676728 0.02241766499508235
leaf_weight=0.0011158031939312698 0.001570054224752624 0.001065587602253117 0.0010285417809131978 0.0014852407373652241 0.0019517630574249472
leaf_count=1060 1040 212 332 252 1014
internal_value=0 0.00136767 0.00464 0.00761756 0.0129935
internal_weight=0 0.00710119 0.00553113 0.00450259 0.00301735
internal_count=3910 2850 1810 1478 1226
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=7
num_cat=0
split_feature=3 15 13 151 3 4
split_gain=1.09916e-05 1.82357e-05 3.01219e-05 3.20631e-05 3.78002e-05 3.66587e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.086849999999999997 -0.024429999999999997 0.076695000000000013 -0.068329999999999988
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=0.010312433534440201 0.0087925874491707329 -0.019151167704136933 0.01449930256888146 0.014777105684296996 -0.019986242530579762 -0.0090549181388811916
leaf_weight=0.0010953403913609092 0.001207874204172339 0.0010435771509450971 0.0011103874013277137 0.0011867674647579008 0.0011453175115684849 0.0014150130270492711
leaf_count=347 239 601 456 1072 183 1012
internal_value=0 -0.00153746 -0.00373701 -0.000425444 -0.00484813 0.00181574
internal_weight=0 0.0069964 0.00590106 0.00485749 0.0037471 0.00260178
internal_count=3910 3671 3324 2723 2267 2084
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=6
num_cat=0
split_feature=49 15 3 2 2
split_gain=9.93848e-06 2.08087e-05 2.04917e-05 4.52741e-05 2.86206e-05
threshold=-0.029304999999999998 -0.073314999999999991 -1.0000000180025095e-35 0.08400500000000001 0.10362500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.015889155065965367 -0.022260262536563047 -0.0037907960994210559 0.01450978687706609 0.0019950375318663035 -0.0056754766274715084
leaf_weight=0.0010503645857489407 0.0012673941065017582 0.0010998747628583317 0.001368109523550441 0.0019590858321002391 0.0014436897970336628
leaf_count=228 899 331 245 1970 237
internal_value=0 0.00582261 -0.00209443 -0.00753269 0.00414587
internal_weight=0 0.00215024 0.00603828 0.00322648 0.0028118
internal_count=3910 559 3351 2869 482
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=7
num_cat=0
split_feature=2 160 16 52 1 2
split_gain=1.01141e-05 2.2989e-05 5.69652e-05 3.54119e-05 2.07473e-05 1.61802e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.076599999999999988 0.090905000000000014 0.12663500000000003
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=0.011090025875748984 0.012321820533750116 0.015504626705598705 -0.0043847255462677341 -0.029973145030412214 -0.0028882174697141198 -0.0040858776294729754
leaf_weight=0.0010446406516432206 0.0014140705752154748 0.0010670000051238337 0.0010789802305335846 0.0010843617835553784 0.0014422730468476536 0.0010453053413719828
leaf_count=861 398 1038 579 319 346 369
internal_value=0 -0.00232101 -0.00531928 -0.0172108 0.00493284 0.00534808
internal_weight=0 0.00571726 0.00467262 0.00216334 0.00250927 0.00245938
internal_count=3910 3143 2282 898 1384 767
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=7
num_cat=0
split_feature=151 48 51 1 2 3
split_gain=9.83962e-06 2.78062e-05 5.46022e-05 4.04563e-05 4.93356e-05 5.33112e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.11198000000000001 0.10393500000000001 -0.075954999999999981
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=-0.0091327410523572971 -0.011950131805385249 0.015037661731793425 -0.022477703644149614 0.017167574541392124 -0.020729903387216368 0.018153236786347695
leaf_weight=0.0010335171332827653 0.001040807074594466 0.0012221762566050048 0.0010280484928714478 0.0014093971976219502 0.0010741907607572936 0.001353066312270852
leaf_count=423 1444 348 468 386 405 436
internal_value=0 0.00130804 -0.00153337 0.00288117 -0.00292472 0.00506491
internal_weight=0 0.00712769 0.00590551 0.00487746 0.00346806 0.00239387
internal_count=3910 3487 3139 2671 2285 1880
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=6
num_cat=0
split_feature=15 150 16 0 52
split_gain=2.01682e-05 2.49031e-05 4.0089e-05 4.39505e-05 8.32525e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.27337499999999998 -0.10131499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0002502469640456502 -0.00040997822590454184 0.00018106978445343682 0.00025606265765600256 -0.00043119460145713023 0.00019057012676508038
leaf_weight=0.001098548220690213 0.0012146732301075392 0.0016393360526595208 0.0015891451882927093 0.0017699711909573434 0.0015556455450542594
leaf_count=317 239 427 326 1563 1038
internal_value=0 -3.35931e-05 -9.10053e-05 -1.21718e-05 -0.000140348
internal_weight=0 0.00776877 0.00612944 0.00491476 0.00332562
internal_count=3910 3593 3166 2927 2601
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=6
num_cat=0
split_feature=0 43 13 48 12
split_gain=9.72862e-06 3.17657e-05 2.35393e-05 3.29113e-05 8.2268e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.086215000000000014 0.091475000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01429827613321126 0.011959654914588641 0.012049197897711968 0.0049631012560951079 -0.017606156351905426 -0.000246944274241443
leaf_weight=0.00157411840651135 0.0010683212973213781 0.0015743569336737822 0.0017772875934949251 0.0010151706143921959 0.0011427007263700509
leaf_count=1197 280 1155 911 201 166
internal_value=0 -0.00211917 0.00227107 -0.00324173 0.00565104
internal_weight=0 0.00594093 0.00436682 0.00279246 0.00221102
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=6
num_cat=0
split_feature=49 49 15 2 3
split_gain=1.01631e-05 2.01173e-05 1.77878e-05 2.78501e-05 2.11233e-05
threshold=-0.029304999999999998 -0.084114999999999981 -0.11739999999999999 0.10113500000000002 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0039952795187066844 -0.011133438379400442 0.015394529195936377 0.015865877784013709 -0.010900809439998211 -0.00088010680608925922
leaf_weight=0.0010481211918756277 0.001604515129032192 0.0010931608037351684 0.0013349983725238022 0.0013324972390472319 0.0017285766273722252
leaf_count=277 581 282 1777 553 440
internal_value=0 0.00590355 -0.00212137 0.00116793 0.00641721
internal_weight=0 0.00214128 0.00600059 0.00439607 0.00306357
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=7
num_cat=0
split_feature=2 160 16 52 1 0
split_gain=1.2071e-05 1.83776e-05 5.01663e-05 2.77956e-05 1.90845e-05 1.62916e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.076599999999999988 0.090905000000000014 -0.13506999999999997
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=0.0094784129605199052 -0.00095970176631638381 0.014538381690379246 -0.0050936297383525064 -0.027874170396483645 -0.0031334552834112192 0.015606758707306127
leaf_weight=0.0010394843415261054 0.001442965419036019 0.0010645295423840186 0.0010734635533620159 0.001068986311622508 0.0014347306151475301 0.0010084920842596116
leaf_count=861 208 1038 579 319 346 559
internal_value=0 -0.0025402 -0.00523171 -0.0164601 0.00439365 0.00585549
internal_weight=0 0.00568119 0.00464171 0.00214245 0.00249926 0.00245146
internal_count=3910 3143 2282 898 1384 767
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=6
num_cat=0
split_feature=2 13 2 13 2
split_gain=1.0379e-05 2.77959e-05 2.57433e-05 1.87104e-05 1.87608e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.11635500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.00053111408369710823 0.014469955697023319 0.010771519472262014 -0.016492673542459282 -0.0091533275226453568 0.0091392196291091351
leaf_weight=0.0019148351504520572 0.0011644544287100151 0.0011067331651680584 0.001656919651277595 0.0012758604756938673 0.0010001900457332564
leaf_count=1090 254 219 1455 502 390
internal_value=0 -0.00307553 -0.00736614 0.00415991 -0.00111483
internal_weight=0 0.00467849 0.00357175 0.0034405 0.00227605
internal_count=3910 2764 2545 1146 892
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=7
num_cat=0
split_feature=49 15 16 160 0 4
split_gain=2.16985e-05 3.34343e-05 3.13524e-05 2.11114e-05 3.52854e-05 2.45753e-05
threshold=-0.029304999999999998 -0.050004999999999994 -0.45301499999999995 -1.0000000180025095e-35 -0.053834999999999994 0.011185000000000002
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=0.00037004098750511438 -0.00037536485569756629 -0.00010117757922504242 -0.00019327582327422732 2.2702827047962325e-05 -0.00013196508198782519 0.00044453849869296747
leaf_weight=0.0012927321580824154 0.0010277316324793619 0.0010483900331511875 0.0015741316177022733 0.0010072606884776291 0.0017288049303368384 0.0011229073384494469
leaf_count=249 261 310 975 1441 377 297
internal_value=0 0.000159022 -6.13101e-05 -1.9032e-06 7.61605e-05 0.000245071
internal_weight=0 0.00234112 0.00646084 0.0054331 0.00385897 0.00213017
internal_count=3910 559 3351 3090 2115 1738
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=7
num_cat=0
split_feature=376 43 151 1 3 1
split_gain=3.15236e-05 4.37731e-05 4.6598e-05 6.75559e-05 9.21716e-05 4.41584e-05
threshold=0.048375000000000008 0.083940000000000015 -0.076429999999999984 0.095575000000000007 -0.084014999999999992 0.11931500000000002
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=0.00037056294389983059 0.00031967727312356823 -0.00042697127428881524 0.0001622596657875654 0.00031505098646021482 -0.00058807850569825792 -0.00014746759525614055
leaf_weight=0.001157059848373854 0.0010356862829167196 0.0010032988821542408 0.0010366075694348824 0.0019593728064179563 0.001602381451568044 0.0013339078620369549
leaf_count=480 206 401 857 429 1255 282
internal_value=0 -4.36383e-05 1.06119e-05 -5.95948e-05 -0.000293342 0.000127713
internal_weight=0 0.00809263 0.00708933 0.00593227 0.00263899 0.00329328
internal_count=3910 3704 3303 2823 2112 711
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=6
num_cat=0
split_feature=42 0 15 3 1
split_gain=9.67937e-06 2.59154e-05 3.38278e-05 2.5888e-05 4.3649e-05
threshold=0.092145000000000019 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0042839804243663109 -0.0086794165850880168 0.013465971978653539 -0.01747735361957942 -0.009172445131309763 0.019374791400241807
leaf_weight=0.001607236268199161 0.0011126141541090125 0.0014126114869317339 0.0010926866061133069 0.0013995693257559741 0.0015147514094381409
leaf_count=1102 832 272 1090 245 369
internal_value=0 0.00135908 -0.00168716 0.00212872 0.00719498
internal_weight=0 0.00702686 0.00561424 0.00452156 0.00312199
internal_count=3910 3078 2806 1716 1471
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=6
num_cat=0
split_feature=42 160 52 49 2
split_gain=1.08187e-05 2.79042e-05 2.85417e-05 2.70801e-05 4.27439e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.071660000000000015 -0.029304999999999998 0.099015000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0092382462498439323 -0.010410846487591141 0.0099909064723531643 0.016134686997129215 -0.01965239106666189 0.0079140078980941293
leaf_weight=0.0010989358804102661 0.0015506758982383071 0.0016367621010553329 0.00157740058687707 0.0012154568296509087 0.0010470373649862413
leaf_count=1060 1040 332 430 672 376
internal_value=0 0.00143147 0.00478453 0.000192951 -0.00689521
internal_weight=0 0.00702733 0.00547666 0.00389926 0.00226249
internal_count=3910 2850 1810 1380 1048
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=7
num_cat=0
split_feature=157 160 2 3 52 2
split_gain=1.83255e-05 4.52826e-05 3.46642e-05 3.33295e-05 3.03661e-05 3.59228e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 0.086875000000000022 -0.074234999999999982 0.091210000000000013 0.10679500000000001
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=0.00025232770974624138 -0.0003966543620176675 5.1041141019832152e-05 0.00026101981179457723 -0.00039683532302900128 0.00038921327908102008 -0.00016422190773207385
leaf_weight=0.0010028993283815501 0.0011090849439194242 0.0014225113179981103 0.0014100179170058584 0.0011595169057080606 0.0012886484061256499 0.0016663969952684619
leaf_count=563 828 826 608 289 321 475
internal_value=0 -2.87371e-05 2.99999e-05 -0.000150088 0.000136526 3.06798e-05
internal_weight=0 0.00805618 0.00694709 0.00258203 0.00436506 0.00307641
internal_count=3910 3347 2519 1115 1404 1083
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 4
split_gain=9.90361e-06 1.95733e-05 3.27386e-05 2.45716e-05 6.4047e-05 2.11068e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 0.053925000000000008
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=0.009291200044743788 -0.0034755643663724879 0.0087879983564857229 0.013463304006305261 -0.020754653381934707 0.013212749350349419 -0.023176314002700232
leaf_weight=0.0010038328851941676 0.00105499516276937 0.001510317683866667 0.0012166920210211906 0.0011400489051372703 0.0010818878575121441 0.0011223770919236297
leaf_count=317 762 427 488 1127 406 383
internal_value=0 -0.001318 -0.00403582 0.00203979 -0.00421551 -0.0136308
internal_weight=0 0.00712632 0.005616 0.00343863 0.00222194 0.00217737
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=6
num_cat=0
split_feature=42 160 52 4 16
split_gain=9.51785e-06 2.24973e-05 2.16186e-05 2.80284e-05 3.68532e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.071660000000000015 0.05309500000000001 -0.5152199999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0086597462959046058 -0.0092837640090654549 -0.0085812977139740343 0.014272262679530884 -0.0046844640134339173 0.022126709889627671
leaf_weight=0.0010993380077797257 0.001550486729224373 0.0018425655348058992 0.0015696202863939119 0.0010496780751035315 0.0010021277254783525
leaf_count=1060 1040 944 430 164 272
internal_value=0 0.0013476 0.0043644 0.00037105 0.00841045
internal_weight=0 0.00701448 0.00546399 0.00389437 0.00205181
internal_count=3910 2850 1810 1380 436
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=11 16 3 1 3 16
split_gain=2.77378e-05 3.78547e-05 4.96345e-05 4.47724e-05 5.34462e-05 3.53986e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.100615 0.095575000000000007 0.086245000000000016 -0.055679999999999993
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=-0.00026297784414154726 -0.00030702053310605759 0.00042868495658119151 -0.00044620211440842071 0.00047676056117175919 9.9783770640786187e-05 1.1457889358276992e-05
leaf_weight=0.0013366386145768029 0.0010031868699389773 0.0013882323219725655 0.0013212556686675941 0.0010426559609022844 0.0014411878431038261 0.0015829092761959871
leaf_count=394 279 239 2165 258 142 433
internal_value=0 3.85932e-05 9.80792e-05 1.28979e-05 -0.000161357 0.000196237
internal_weight=0 0.00811288 0.00677624 0.00538801 0.00276244 0.00262557
internal_count=3910 3631 3237 2998 2307 691
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=7
num_cat=0
split_feature=1 4 47 0 0 52
split_gain=1.75025e-05 3.13553e-05 2.43906e-05 4.01293e-05 6.58939e-05 5.64811e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 -0.087614999999999985 -0.15007499999999999 -0.010284999999999997
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=4.2431835365955819e-05 -0.00028039912433713225 -0.00039953600931221829 -0.00015158854863859392 -0.00013175003406798203 0.00065607947951633349 0.00037643308921946365
leaf_weight=0.001498519527520137 0.0010030576577020212 0.0010492811882145865 0.0016454544962367125 0.0015379779746092551 0.0010448080936358698 0.0010102933148090779
leaf_count=422 107 1586 328 982 302 183
internal_value=0 -0.000139587 5.32665e-05 0.000126606 0.000256536 4.91973e-05
internal_weight=0 0.0025478 0.00624159 0.00459614 0.00305816 0.00201335
internal_count=3910 2008 1902 1574 592 290
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=7
num_cat=0
split_feature=4 12 42 2 2 4
split_gain=1.47895e-05 2.30393e-05 3.28883e-05 6.29221e-05 7.27362e-05 2.21441e-05
threshold=0.28937500000000005 -0.051479999999999991 0.086700000000000013 0.11125500000000001 0.093070000000000014 0.0057500000000000008
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=-0.00030820134885376573 0.00016346704253737015 -1.2382396982421234e-05 -0.00028502544069867157 0.00049188934418916308 -0.00045528541391142265 0.00035789697334620839
leaf_weight=0.0010678054611744838 0.0016475868826227843 0.0015209695321139606 0.0012067600083490596 0.0010875112172668488 0.0011455007135668634 0.0010493729276541447
leaf_count=292 426 1202 1192 230 400 168
internal_value=0 -4.27974e-05 4.35637e-06 7.70586e-05 -4.43495e-05 0.000138789
internal_weight=0 0.00707792 0.00601011 0.00480335 0.00371584 0.00257034
internal_count=3910 3484 3192 2000 1770 1370
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=6
num_cat=0
split_feature=1 4 0 12 52
split_gain=1.06089e-05 2.5935e-05 1.94706e-05 4.58553e-05 3.49922e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.10575999999999998 0.051320000000000005 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.0048351542975632357 -0.0051519422082922754 -0.016084119216237511 0.0087503830902437209 -0.017820724965984126 0.016238200328017094
leaf_weight=0.0011830782069368819 0.0012868882875382895 0.001187498979972564 0.0013416454838256538 0.0012589305077544397 0.0018851022689282066
leaf_count=92 236 1916 499 831 336
internal_value=0 -0.00564399 0.0023015 -0.00411261 0.00756014
internal_weight=0 0.00237058 0.00577257 0.00260058 0.00317199
internal_count=3910 2008 1902 1330 572
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=7
num_cat=0
split_feature=52 4 49 16 0 15
split_gain=1.28951e-05 2.71478e-05 1.84724e-05 3.86189e-05 3.93369e-05 1.7252e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0054281281075769065 0.01295521089320022 0.014356988505780922 0.0093031753904291442 -0.028868854597237384 -0.0023133204932353929 -0.0052535185755741894
leaf_weight=0.001258021719746288 0.0010650759461745608 0.0015455275172634761 0.0010061553874986901 0.0010575318748248809 0.0011804815232752115 0.0010173478104740414
leaf_count=795 324 395 469 1627 152 148
internal_value=0 0.00547892 -0.00289988 -0.00574177 -0.0148616 0.00405951
internal_weight=0 0.00280355 0.00532659 0.00432044 0.00223801 0.00208242
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=6
num_cat=0
split_feature=43 457 13 15 3
split_gain=1.31939e-05 2.38952e-05 3.26382e-05 3.73405e-05 1.94216e-05
threshold=-0.047174999999999988 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-3.3085215875374223e-05 0.00011100438980587914 0.00021193881041521462 -7.6298472781164458e-05 -0.0005373805215655006 0.00027840554223557595
leaf_weight=0.0017560294544373826 0.001572966145452305 0.001042710998512021 0.0019196688673938363 0.0010417232438361588 0.0013699677258823507
leaf_count=1261 296 175 499 1104 575
internal_value=0 -5.57053e-05 -0.000117252 -0.000238492 0.000103426
internal_weight=0 0.00557707 0.00453436 0.00296139 0.003126
internal_count=3910 2074 1899 1603 1836
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=6
num_cat=0
split_feature=52 1 12 2 2
split_gain=1.04338e-05 2.31097e-05 1.77608e-05 3.32071e-05 3.43252e-05
threshold=-0.048794999999999991 0.099595000000000017 0.10058500000000002 0.083585000000000007 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0031246326786883664 -0.015070274896242004 0.015163194729776572 -0.014121501460741226 0.018282687717621714 -0.002950778615087116
leaf_weight=0.001569344532910138 0.0010575376519902581 0.0012345711708329689 0.0010706768390219279 0.0012522972259233366 0.0019418864333760235
leaf_count=742 701 448 379 1193 447
internal_value=0 0.00492754 -0.00261004 0.0002888 0.00537392
internal_weight=0 0.00280392 0.0053224 0.00425172 0.00319418
internal_count=3910 1190 2720 2341 1640
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=7
num_cat=0
split_feature=49 51 42 4 4 15
split_gain=2.28817e-05 4.52004e-05 6.10101e-05 3.50445e-05 4.69832e-05 3.47211e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.25367000000000006 -0.0010999999999999996 -0.067359999999999989
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=0.00043086334883227472 0.00019695387637062856 -0.00042170698261424463 -0.00033921794302349892 0.00040816135808477655 -0.00030965226066405246 -7.8460100001894289e-05
leaf_weight=0.0010310459041678712 0.0019695381384106777 0.0011078030707215832 0.001433561002447699 0.0012260561236965761 0.0010951865718003481 0.0010273434049879763
leaf_count=222 1045 434 1363 271 292 283
internal_value=0 -5.91685e-05 1.09917e-05 0.000127998 1.5917e-05 0.00017666
internal_weight=0 0.00683214 0.00572434 0.00429078 0.00306472 0.00205839
internal_count=3910 3405 2971 1608 1337 505
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=6
num_cat=0
split_feature=42 43 4 2 2
split_gain=8.8285e-06 2.17039e-05 2.30754e-05 2.25385e-05 6.18835e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.11230000000000001 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083396950995630412 0.013383660056444563 -0.011752965075371144 -0.00468112948495647 -0.0081530182275639188 0.02495101402937995
leaf_weight=0.0011006619657292424 0.0012256148625919656 0.0015400841862158107 0.0017174205285152631 0.001349799847112529 0.0011952706027752416
leaf_count=1060 595 862 643 398 352
internal_value=0 0.00129215 -0.00126181 0.00252876 0.00747891
internal_weight=0 0.00702819 0.00580258 0.00426249 0.00291269
internal_count=3910 2850 2255 1393 995
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=7
num_cat=0
split_feature=11 13 43 3 52 15
split_gain=3.19825e-05 3.58749e-05 4.06663e-05 4.79524e-05 7.64199e-05 3.84802e-05
threshold=0.077330000000000024 -0.10939499999999998 -0.047174999999999988 -1.0000000180025095e-35 -0.010284999999999997 -0.053579999999999996
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=0.00031464312799574159 -0.00033664919114251383 0.00042380694891479422 -0.00052642149042291442 -0.00038499038353380637 0.0002668471364957597 -4.2785018060271856e-05
leaf_weight=0.0014418405807599018 0.0010043185708043427 0.0011703140762540111 0.0010039660085872869 0.0012583433835844037 0.001535031476157263 0.0016205179191527881
leaf_count=288 279 815 1231 203 176 918
internal_value=0 3.44928e-05 -2.68189e-05 -0.000158885 -2.67889e-05 0.000152877
internal_weight=0 0.00803001 0.00658817 0.00379734 0.00279337 0.00279083
internal_count=3910 3631 3343 1610 379 1733
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=6
num_cat=0
split_feature=42 39 2 43 12
split_gain=9.10741e-06 2.28248e-05 3.11364e-05 3.15731e-05 3.22414e-05
threshold=0.092145000000000019 0.084740000000000024 0.11125500000000001 -0.07526999999999999 0.080120000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012672880938448925 -0.0083980955302223517 -0.012241549430221975 0.015176019608009385 0.0027514405266480021 -0.01803915982996299
leaf_weight=0.001230050504110184 0.0011179416997960916 0.0010544096364248946 0.0016969230131962526 0.0017091994240460622 0.0013234629539821631
leaf_count=1019 832 261 406 349 1043
internal_value=0 0.00132047 0.00371993 -0.000840572 -0.00632164
internal_weight=0 0.00701405 0.00595964 0.00426271 0.00303266
internal_count=3910 3078 2817 2411 1392
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=7
num_cat=0
split_feature=52 2 51 49 12 3
split_gain=8.38554e-06 1.71197e-05 1.44245e-05 2.59915e-05 3.76657e-05 4.63304e-05
threshold=-0.081429999999999989 0.086915000000000006 0.08955500000000001 -0.029304999999999998 0.092365000000000017 -0.023079999999999996
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=-0.0034143462595178685 0.014528322116443532 0.014843514923988275 -0.012753886241326742 0.018907082904816165 -0.017910358413751666 -0.0073848341552260255
leaf_weight=0.0010511551602274526 0.0010239478920063133 0.0010041835551074622 0.0010163952313576525 0.0011145861792900848 0.0012285404781469441 0.0016811265641784221
leaf_count=320 291 651 388 1207 674 379
internal_value=0 0.00550596 -0.00188497 0.000303351 -0.00331611 0.00309715
internal_weight=0 0.00205534 0.0060646 0.0050482 0.00402425 0.00279571
internal_count=3910 971 2939 2551 2260 1586
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=6
num_cat=0
split_feature=4 151 16 2 3
split_gain=1.63532e-05 2.2179e-05 4.37267e-05 2.49645e-05 2.94326e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 0.106285 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00021000292768136487 0.00017009079949399203 -0.00034596575262222555 -0.00034021374675491779 0.00027795151985269249 7.0256219681575461e-05
leaf_weight=0.0010782879471358305 0.0016263433933259791 0.0018431594870194313 0.001033838119549331 0.0010543714452165964 0.0019169437980323164
leaf_count=497 426 578 1474 431 504
internal_value=0 -4.83947e-05 -9.6037e-05 1.89794e-05 -7.35563e-05
internal_weight=0 0.0069266 0.00584831 0.00400515 0.00295078
internal_count=3910 3484 2987 2409 1978
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=6
num_cat=0
split_feature=3 15 4 12 4
split_gain=9.46522e-06 1.8509e-05 2.96565e-05 2.8972e-05 4.24665e-05
threshold=0.13772500000000001 -0.16430499999999995 0.10910000000000002 0.080120000000000011 0.0051950000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010627840822260343 0.0082207302380846396 -0.0029638103497798118 -0.017297968435993703 -0.0097997576685813891 0.022613223711207733
leaf_weight=0.0010746823192000982 0.0011898417400255431 0.0017632659282968413 0.0012515689801570369 0.0018071785660282473 0.0010273856363710475
leaf_count=347 239 416 293 2493 122
internal_value=0 -0.00143433 -0.00365046 6.45094e-05 0.00645244
internal_weight=0 0.00692408 0.0058494 0.00459783 0.00279065
internal_count=3910 3671 3324 3031 538
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=6
num_cat=0
split_feature=4 151 16 52 43
split_gain=8.44297e-06 2.0764e-05 3.72218e-05 2.08475e-05 3.68315e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 -0.094124999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011533980403818613 0.0066759562344353637 -0.016049239973613103 -0.0099712188510855532 -0.0085540294749666488 0.015517650466375389
leaf_weight=0.0010208453091753384 0.0015293003498556643 0.0017506087150477335 0.0011081860995154603 0.001028391421835735 0.0016643297050817761
leaf_count=497 426 578 571 1270 568
internal_value=0 -0.00157354 -0.00398383 0.00157321 0.00632431
internal_weight=0 0.00657236 0.00555152 0.00380091 0.00269272
internal_count=3910 3484 2987 2409 1838
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=8
num_cat=0
split_feature=15 12 160 4 52 52 15
split_gain=3.4314e-05 3.08139e-05 5.08712e-05 8.49168e-05 4.95184e-05 4.68708e-05 2.73683e-05
threshold=-0.26361999999999991 -0.036459999999999992 0.087825000000000014 -0.034289999999999994 -0.048794999999999991 0.071660000000000015 -0.090344999999999995
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=0.00033405718748968737 -0.00032369120140597363 -0.00048816331401633811 -0.00039540047199607207 0.00064192058492854042 -9.2837907974224472e-05 5.1580600036968718e-05 0.00034843349212640884
leaf_weight=0.0010188228345239169 0.0013048119093907774 0.0011310904098976254 0.0010302242279954113 0.0010364696771463415 0.0011166728516878177 0.0013651163963807411 0.0010470657358852798
leaf_count=302 329 822 354 353 351 845 554
internal_value=0 -4.79311e-05 5.55998e-06 7.80756e-05 0.000289511 -0.00019299 0.0001207
internal_weight=0 0.00803145 0.00672664 0.00569642 0.00320021 0.00249621 0.00216374
internal_count=3910 3608 3279 2925 1258 1667 905
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=7
num_cat=0
split_feature=16 4 160 52 49 1
split_gain=1.44932e-05 2.50882e-05 2.62545e-05 3.56463e-05 6.97228e-05 5.08839e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.026849999999999995 0.06136500000000001 -0.047894999999999993 0.095575000000000007
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=-0.00022385964679724307 0.00022472010891811631 0.00026925369702841752 0.00015687326830021885 0.00013944204936053704 -0.00074297257868998433 -0.0001296186965579959
leaf_weight=0.0010026489675058784 0.0012932069626471771 0.0013526837630535825 0.0012630136431167906 0.0017400320358666194 0.0010096749857871664 0.0010722765731761604
leaf_count=179 913 407 267 820 1024 300
internal_value=0 2.67037e-05 -2.47361e-05 -8.81773e-05 -0.000206584 -0.000427074
internal_weight=0 0.00773089 0.0063782 0.005085 0.00334497 0.00208195
internal_count=3910 3731 3324 2411 1591 1324
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=7
num_cat=0
split_feature=43 47 16 48 15 1
split_gain=1.03572e-05 2.54253e-05 4.46849e-05 3.72012e-05 3.53044e-05 6.35241e-05
threshold=-0.18906999999999999 0.10561500000000001 0.15100500000000003 0.085875000000000021 -0.10192499999999999 0.085835000000000009
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=0.0088340773017892126 -0.010105907807090531 0.013282685897801154 -0.02215425540740408 -0.013834498035214516 -0.0049720720372084751 0.026975431580608791
leaf_weight=0.0011361224453723335 0.0010160922856362617 0.0010017654165643828 0.0010984522013493666 0.0013661322667651286 0.0011715112447255567 0.0013278392153143561
leaf_count=261 352 258 481 424 1439 695
internal_value=0 -0.00146142 -0.00393133 0.000169189 0.00561115 0.0120008
internal_weight=0 0.00698179 0.00598003 0.00488158 0.00351544 0.00249935
internal_count=3910 3649 3391 2910 2486 2134
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=8
num_cat=0
split_feature=47 43 16 16 4 1 1
split_gain=2.39386e-05 3.69927e-05 3.93435e-05 4.4784e-05 2.7733e-05 3.25789e-05 7.72776e-05
threshold=0.11603500000000001 -0.16369999999999998 0.15100500000000003 -0.008069999999999999 -0.012939999999999998 0.11215000000000001 0.094485000000000013
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=0.00037975479393369889 -0.00029168578501404343 -0.00032601450119242758 -0.00032280152657894056 0.00038440278150384308 -0.00017118399270381725 -0.00023777749224442735 0.00052943341723070772
leaf_weight=0.0010062545877926798 0.0010137656477227615 0.0010149876935911166 0.001352839782638505 0.0012078671132923447 0.0012468747920128776 0.0011015297214693942 0.0011762759317203912
leaf_count=273 185 1168 497 631 674 295 187
internal_value=0 2.79073e-05 -2.1956e-05 4.88562e-05 -4.04225e-05 4.18182e-05 0.000168918
internal_weight=0 0.00810663 0.00710038 0.00574754 0.00453967 0.00352468 0.00242315
internal_count=3910 3725 3452 2955 2324 1156 861
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=8
num_cat=0
split_feature=157 51 49 13 2 16 2
split_gain=2.95604e-05 6.02073e-05 3.31345e-05 5.30125e-05 7.09408e-05 5.20343e-05 4.32074e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.010625000000000001 -0.010384999999999998 0.097360000000000016 -0.25582999999999995 0.092340000000000019
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=0.00031631336709496465 -0.00046119151681251722 -0.00015005731251695317 0.0003248437529401865 0.00014493821833881995 0.00053223867044048967 -0.00011001965544548987 -0.00066444726864888014
leaf_weight=0.0010057570033323989 0.0011232042670206912 0.0011705477685223561 0.0011976507267817006 0.001140962506879623 0.0011729816854906356 0.0011420149665987381 0.0010258712502743204
leaf_count=563 479 1214 465 151 302 534 202
internal_value=0 -4.04125e-05 2.85829e-05 -3.41901e-05 0.000191445 -0.000193999 -0.000372382
internal_weight=0 0.00797323 0.00685003 0.00565238 0.00234353 0.00330885 0.00216789
internal_count=3910 3347 2868 2403 1516 887 736
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=7
num_cat=0
split_feature=1 4 12 0 0 4
split_gain=2.23123e-05 4.34346e-05 2.5143e-05 2.59158e-05 4.86082e-05 4.50513e-05
threshold=0.11561500000000001 0.24280000000000004 -0.0089849999999999982 -0.10209999999999998 -0.23029999999999998 -0.032604999999999995
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=-0.00032316857680021852 -6.9227454483143211e-05 0.00047463012202012038 0.00017148541690966383 -4.4109055612954502e-05 -0.0003556910393809301 0.00046117287274369972
leaf_weight=0.001090730682954847 0.0012646908543219124 0.0010198638390276011 0.001153123255999422 0.0020094882567412205 0.0016131636612358971 0.0010241991840350515
leaf_count=295 248 303 131 1578 356 999
internal_value=0 0.00017356 -5.00439e-05 1.31935e-06 -0.000135938 0.000126479
internal_weight=0 0.00228455 0.00689071 0.00579997 0.00276629 0.00303369
internal_count=3910 551 3359 3064 487 2577
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=7
num_cat=0
split_feature=151 4 0 42 43 16
split_gain=1.01702e-05 2.66673e-05 4.05511e-05 1.9274e-05 2.45948e-05 3.98114e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15713499999999997 0.086700000000000013 0.0050750000000000005 0.032820000000000009
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=-0.009305525826070896 -0.019785621116917909 0.014769147601276643 0.011532206662791205 -0.0083857397177811103 0.018936364904600329 -0.013491503112909937
leaf_weight=0.0010300384861910514 0.0010023310996969898 0.0012222189579252024 0.001477160695321714 0.0012564982319739197 0.0010444801456708495 0.0011161899781597757
leaf_count=423 151 375 1117 1175 282 387
internal_value=0 0.00132566 -0.00146081 0.00229201 0.00598007 0.000761888
internal_weight=0 0.00711888 0.00589666 0.00489433 0.00363783 0.00259335
internal_count=3910 3487 3112 2961 1786 1504
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=6
num_cat=0
split_feature=52 1 151 16 2
split_gain=1.11532e-05 2.09399e-05 1.93735e-05 3.92331e-05 3.56846e-05
threshold=-0.048794999999999991 0.10871500000000002 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0016628032605291256 -0.015177384479728559 0.016127866516578538 0.012599855875098698 0.0019856098514497221 -0.021585700482978809
leaf_weight=0.0017458221145759821 0.0010095684587070808 0.0010652892279828358 0.0016050382224229434 0.0016605313364424284 0.0010473671372825477
leaf_count=907 372 283 413 1644 291
internal_value=0 0.00507909 -0.00270744 0.000211518 -0.00713136
internal_weight=0 0.00281111 0.00532251 0.00431294 0.0027079
internal_count=3910 1190 2720 2348 1935
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=6
num_cat=0
split_feature=13 3 16 1 0
split_gain=9.64681e-06 2.24212e-05 3.20814e-05 4.82167e-05 3.29583e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0091182959416007819 -0.017832561580972902 -0.014120015036561379 0.016979621698728107 0.01264283613905479 -0.0069260055139882806
leaf_weight=0.0010122982282664743 0.0014139392912633337 0.0011469120740816019 0.0010537050098219361 0.0019607204474233501 0.001534035307079819
leaf_count=210 1751 138 502 370 939
internal_value=0 -0.00131556 0.00114747 -0.00225107 0.00405302
internal_weight=0 0.00710931 0.0059624 0.0049087 0.00349476
internal_count=3910 3700 3562 3060 1309
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=8
num_cat=0
split_feature=123 150 1 42 1 43 4
split_gain=5.0702e-05 5.69234e-05 4.64091e-05 3.78158e-05 3.82138e-05 3.42046e-05 4.48307e-05
threshold=1.0000000180025095e-35 0.10559 0.12864500000000004 0.088915000000000008 0.10937500000000001 0.0033500000000000005 -0.060264999999999992
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=-0.00050481188981081821 0.00041352553326328751 -0.00047544530593174122 0.00040421999409157754 -0.00039826719093767848 0.0003398701824003485 0.00022726625200915329 -1.3028751461176856e-06
leaf_weight=0.0010532615780696817 0.0010217842099854461 0.0010523693768308305 0.0010023270871061486 0.0010069760086208546 0.0011077472088648257 0.0010828486644394513 0.001917712753739509
leaf_count=873 334 203 211 906 163 327 893
internal_value=0 -4.95962e-05 1.28998e-05 -5.06858e-05 1.71242e-05 -7.10693e-05 -0.000179805
internal_weight=0 0.00822324 0.00717087 0.00616855 0.00516157 0.00405382 0.00297097
internal_count=3910 3576 3373 3162 2256 2093 1766
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=7
num_cat=0
split_feature=157 160 52 12 1 4
split_gain=1.61193e-05 5.24502e-05 3.03466e-05 3.91255e-05 3.76744e-05 9.3899e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091210000000000013 -0.0089849999999999982 0.090820000000000012 0.08734500000000002
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=0.0002292875348464357 -0.00043678265739942573 -0.00037676016993626419 0.00028150154998226446 0.00028552974896950113 -0.00055476750373470224 0.0001984233379343085
leaf_weight=0.0010101695676673654 0.0010721467634428944 0.0010542616427879114 0.0014493794102180312 0.0015772947146652718 0.0010462797566349366 0.0016243178167869123
leaf_count=587 813 377 405 1140 383 205
internal_value=0 -3.39062e-05 3.00708e-05 -3.86595e-05 4.52519e-05 -9.66598e-05
internal_weight=0 0.00782368 0.00675153 0.00530215 0.00424789 0.0026706
internal_count=3910 3323 2510 2105 1728 588
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=7
num_cat=0
split_feature=0 47 2 49 3 12
split_gain=9.45944e-06 3.01877e-05 2.40513e-05 4.94439e-05 2.76248e-05 7.02399e-06
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.067014999999999977 -0.0076499999999999988 0.091475000000000015
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=-0.011210479873615814 0.011466330216437394 -0.014582634374044301 -0.0096365493480485842 0.0036833653779448448 0.026315624153968955 0.00015130794058016697
leaf_weight=0.0010492375842341287 0.0010563648773728356 0.0014590381308866819 0.00127572850418227 0.0010549913310173176 0.0011033527581414057 0.0011414133449681001
leaf_count=274 280 387 488 2103 212 166
internal_value=0 -0.00208863 0.00197739 0.00659652 0.0152531 0.00558989
internal_weight=0 0.00594235 0.00448331 0.00320758 0.00215834 0.00219778
internal_count=3910 3464 3077 2589 2315 446
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=7
num_cat=0
split_feature=2 4 48 0 16 13
split_gain=1.58288e-05 2.42054e-05 3.36565e-05 2.70334e-05 2.18999e-05 1.32665e-05
threshold=0.10946500000000002 0.15045000000000003 0.083775000000000002 -0.029849999999999998 -0.16268499999999997 -0.011514999999999999
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=-0.00024993620690508467 -8.6552891772378646e-05 0.00017108324482333463 0.00012547267645394652 -0.0004561353832771266 0.00027622570009519661 6.7389140001431836e-05
leaf_weight=0.0010164879511388681 0.0010968239308730189 0.0013885331171691684 0.0014533130836639277 0.0012762397886217094 0.0015352569458237121 0.0010096658808489201
leaf_count=1437 257 305 491 211 510 699
internal_value=0 -5.66789e-05 -0.000123179 -0.000232605 0.000125051 -9.18078e-05
internal_weight=0 0.00614424 0.00475571 0.00330239 0.00263208 0.00202615
internal_count=3910 3143 2838 2347 767 2136
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=7
num_cat=0
split_feature=376 43 2 457 13 15
split_gain=2.71848e-05 5.29047e-05 5.07224e-05 4.94951e-05 4.10662e-05 7.75128e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 -0.10939499999999998 -0.0078499999999999976
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=0.00043397905648831546 0.00029280147897717376 3.4229304228302598e-05 -0.00011780272230024028 0.00021866775321938188 -0.00014753878391289855 -0.00080666073879400151
leaf_weight=0.0014237669420822032 0.001028717903034296 0.0013786018726084717 0.0011642830445061402 0.0010976048354254479 0.001999202080892902 0.0010442752890036022
leaf_count=576 206 284 841 174 582 1247
internal_value=0 -4.55623e-05 0.00018575 -0.000154019 -0.000246524 -0.000373696
internal_weight=0 0.00810773 0.00258805 0.00551968 0.00442208 0.00304348
internal_count=3910 3704 1417 2287 2113 1829
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=6
num_cat=0
split_feature=43 52 16 3 2
split_gain=1.01957e-05 2.14785e-05 4.71888e-05 2.07562e-05 1.98044e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.0083999999999999995 -0.075954999999999981 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0027027768703793646 -0.013931568978625925 -0.015917262664837031 0.019546290938450075 0.014264199494638995 0.0010062832215756037
leaf_weight=0.0016528776301836482 0.0012789458170517354 0.0011193142265969421 0.0010163613093126015 0.001278865391939594 0.0018090716931371072
leaf_count=1261 427 852 225 575 570
internal_value=0 -0.00267007 0.00098108 0.00469844 -0.00546239
internal_weight=0 0.00522369 0.00394475 0.00293174 0.00292839
internal_count=3910 2074 1647 1836 1422
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=7
num_cat=0
split_feature=11 4 42 0 1 2
split_gain=2.25812e-05 4.24678e-05 4.83824e-05 6.86396e-05 2.95934e-05 6.03324e-05
threshold=0.077330000000000024 -0.14963999999999997 0.091230000000000019 -0.082604999999999998 0.094385000000000011 0.11230000000000001
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=0.00029048979910760469 -0.00027452631846627145 -0.00018854801763738837 0.00034621471699923973 -0.000515492400615503 0.00049206485377756239 -0.00015742971962999416
leaf_weight=0.00193448554432643 0.0010050992393614904 0.0016500191297073646 0.0010251499378439721 0.0012712631933598736 0.0010716206665130758 0.0011293715023330715
leaf_count=262 279 1264 813 914 198 180
internal_value=0 3.71133e-05 -4.26198e-05 -0.000120439 9.97203e-06 0.000158797
internal_weight=0 0.00808191 0.00614742 0.00512227 0.00385101 0.00220099
internal_count=3910 3631 3369 2556 1642 378
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=6
num_cat=0
split_feature=15 16 2 0 12
split_gain=1.00133e-05 1.86686e-05 1.89397e-05 3.39163e-05 4.60237e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.11085000000000002 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0093443841731707215 -0.012641402917487839 -0.005444440590687368 0.012265195684311839 -0.013266394687344791 0.019597546971902829
leaf_weight=0.0010024189468547991 0.0012115031093208311 0.0018673778325643293 0.0011893074408452437 0.0016809470021188818 0.0012091134607732765
leaf_count=317 323 512 423 334 2001
internal_value=0 -0.00132704 0.000977982 -0.0018437 0.00439749
internal_weight=0 0.00715825 0.00594675 0.00475744 0.00307649
internal_count=3910 3593 3270 2847 2513
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=7
num_cat=0
split_feature=16 4 49 15 4 52
split_gain=1.76942e-05 3.08122e-05 2.43004e-05 8.27672e-05 3.41465e-05 4.31606e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.047894999999999993 -0.064869999999999983 -0.034289999999999994 0.071660000000000015
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=-0.00024529126482548502 0.00018604088555727226 0.00029238661780007201 -0.00051709597899511086 -0.00035635910355972112 0.00034141688077354062 0.00016138655745390434
leaf_weight=0.0010318626439853656 0.0015392167656614201 0.0013926483553653533 0.0013168960577008165 0.0011209637812872055 0.0011202728169694858 0.0013824943413686679
leaf_count=179 411 407 827 809 432 845
internal_value=0 2.77825e-05 -2.90862e-05 -9.61075e-05 5.68835e-05 -7.04424e-05
internal_weight=0 0.00787249 0.00647984 0.00494063 0.00362373 0.00250346
internal_count=3910 3731 3324 2913 2086 1654
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=7
num_cat=0
split_feature=3 1 16 3 0 16
split_gain=1.52974e-05 2.44721e-05 4.45489e-05 4.08158e-05 9.89072e-05 3.8698e-05
threshold=-0.15464999999999998 0.095575000000000007 -0.27337499999999998 0.086245000000000016 -0.072559999999999986 -0.055679999999999993
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=0.00022450011962085598 -0.00073861083912364265 -0.000216238998230034 0.00049528605121773681 0.00011246310411912009 8.2519018101336077e-05 2.0910939580833111e-05
leaf_weight=0.0010057715838010829 0.0010861821193503527 0.0013745228044904044 0.0011256166030165265 0.001414657903187135 0.0011730806650234135 0.001602308845524394
leaf_count=259 2077 313 228 153 425 455
internal_value=0 -3.24811e-05 7.16115e-05 -0.000148715 -0.000312254 0.000216651
internal_weight=0 0.00777637 0.00410245 0.00367392 0.00225926 0.00272793
internal_count=3910 3651 996 2655 2502 683
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=7
num_cat=0
split_feature=0 51 4 151 1 12
split_gain=9.04618e-06 2.86212e-05 3.17973e-05 2.1593e-05 5.28782e-05 6.4029e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.28937500000000005 -0.0074049999999999993 0.095575000000000007 0.091475000000000015
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=-0.016037889578545027 0.011050837669761839 0.0084522784694509214 0.017005369293236011 -0.022805189229736979 0.0057407191819879239 0.00027721288787747655
leaf_weight=0.0011739929187952521 0.0010601247480577906 0.0011643398930325077 0.0010244253341222479 0.0012455868982762001 0.001354654111990378 0.001150081589596529
leaf_count=540 280 448 305 1857 314 166
internal_value=0 -0.00204519 0.00138503 -0.00286561 -0.00793356 0.00544478
internal_weight=0 0.005963 0.00478901 0.00376458 0.00260024 0.00221021
internal_count=3910 3464 2924 2619 2171 446
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=7
num_cat=0
split_feature=16 0 52 15 15 52
split_gain=1.51982e-05 2.4427e-05 4.58748e-05 3.6336e-05 4.62746e-05 1.56401e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 -0.11739999999999999 -0.074174999999999977 0.024145000000000003
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=-0.00023020419019880809 -0.00041403292111338684 0.00037738959793313145 -0.00027990136123309399 0.00039628206561188937 -5.8365316608510054e-05 3.7045614115929864e-05
leaf_weight=0.0010069347497918667 0.001035246226908944 0.0010404250250060768 0.0010324874056797896 0.0015187098396070155 0.0019865354493592171 0.001036042019968922
leaf_count=179 597 319 394 542 1768 111
internal_value=0 2.6054e-05 -4.15806e-05 4.33913e-05 0.000138619 0.000207577
internal_weight=0 0.00764945 0.00557298 0.00453773 0.00350525 0.00207647
internal_count=3910 3731 3301 2704 2310 430
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=7
num_cat=0
split_feature=52 15 43 1 48 1
split_gain=1.37223e-05 3.1513e-05 1.89701e-05 3.47005e-05 3.54748e-05 5.08158e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.15109999999999998 0.087545000000000026 0.092065000000000022 0.10543500000000001
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=0.0003850219399179521 0.00019750272767124388 -8.6351955695590591e-05 -0.00033149553624799849 0.00048281118324048754 -0.00026699741617566749 -8.2022148810241644e-05
leaf_weight=0.001021847302252697 0.0010311055990296948 0.0011691743444372541 0.001632614737656956 0.0010125048391918389 0.0012028760143073442 0.0015495820455822961
leaf_count=464 248 507 1601 474 183 433
internal_value=0 0.000133487 -4.61952e-05 -9.27491e-05 1.07793e-05 0.000141193
internal_weight=0 0.00219102 0.00642868 0.00539758 0.00376496 0.00256209
internal_count=3910 971 2939 2691 1090 907
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=7
num_cat=0
split_feature=52 52 52 0 16 1
split_gain=1.05485e-05 1.93624e-05 1.72507e-05 2.12238e-05 2.55598e-05 1.99689e-05
threshold=-0.081429999999999989 -0.11271999999999999 -0.0066199999999999991 -0.14674999999999996 -0.055679999999999993 0.10113500000000002
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=-0.0032077043875407608 -0.013449304341192304 0.016131388995786082 0.010900576713906387 -0.0063839466817121084 -0.013508826771250546 0.013152100471856035
leaf_weight=0.0010709269318282663 0.0011006504144041159 0.0010021937107227491 0.0013859543893197566 0.0010322920785102753 0.0015232012885088406 0.0010609660825440332
leaf_count=691 527 280 267 1303 541 301
internal_value=0 0.00614125 -0.00211502 0.000378792 -0.00365353 0.00351788
internal_weight=0 0.00207312 0.00610306 0.00500241 0.00361646 0.00209326
internal_count=3910 971 2939 2412 2145 1604
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=7
num_cat=0
split_feature=15 47 3 4 1 47
split_gain=2.33341e-05 2.84756e-05 4.91302e-05 3.89162e-05 3.85668e-05 1.18312e-05
threshold=-0.26361999999999991 0.086425000000000016 0.096385000000000012 -0.0010999999999999996 0.085990000000000011 0.11566000000000001
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=0.00026607923463255678 -0.00012487252814431896 -0.00039187537837664607 0.00031989173489011831 -0.00034358686361854815 0.00034515763448470134 -9.8209070896034182e-05
leaf_weight=0.0010354213608639697 0.0018238297787541153 0.0010352063421290793 0.0015738374010178593 0.001473124197172289 0.0010619361035439198 0.0010753553046714986
leaf_count=302 1539 292 250 664 677 186
internal_value=0 -4.66452e-05 2.29406e-05 -8.42776e-05 4.80944e-05 -0.000242249
internal_weight=0 0.00804329 0.00593273 0.00435889 0.00288577 0.00211056
internal_count=3910 3608 3130 2880 2216 478
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=7
num_cat=0
split_feature=151 0 4 2 3 1
split_gain=9.0185e-06 2.21626e-05 3.20876e-05 3.17565e-05 1.93083e-05 1.42822e-05
threshold=-0.084129999999999996 -0.075584999999999986 0.0021050000000000005 0.10113500000000002 0.092005000000000017 0.10113500000000002
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=-0.0087463682929672538 -0.018243182499786365 0.022222695149748544 -0.0063649219315793414 -0.00548416665078761 0.010779426620441372 0.0058280382529816883
leaf_weight=0.0010365167875668853 0.001119608461972552 0.0011318519068144477 0.0013510153499011262 0.001262413578465009 0.0012785998945123885 0.0010015603347207564
leaf_count=423 1613 346 540 580 179 229
internal_value=0 0.00123511 -0.00406531 0.00708713 0.00197119 0.014526
internal_weight=0 0.00714505 0.00374922 0.00339583 0.00262962 0.00213341
internal_count=3910 3487 2332 1155 719 575
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=7
num_cat=0
split_feature=52 2 160 52 16 16
split_gain=8.72868e-06 1.75894e-05 1.55006e-05 2.59715e-05 2.98981e-05 3.11988e-05
threshold=-0.081429999999999989 0.086915000000000006 -1.0000000180025095e-35 0.091210000000000013 -0.15168999999999996 -0.50909499999999996
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=-0.0034520230913783392 -0.012088847483252667 0.014976332468749715 -0.0086788083837630089 0.012302816939232106 -0.015978325016357767 0.015001452626819066
leaf_weight=0.001056754675779648 0.001205469567994593 0.001015812133732447 0.001119462169180665 0.0013616979032804507 0.0013040490539735355 0.0011061020857939738
leaf_count=320 1029 651 204 416 1063 227
internal_value=0 0.00558013 -0.001932 0.000571164 -0.00395482 0.00309025
internal_weight=0 0.00207257 0.00609678 0.00489131 0.00352961 0.00222556
internal_count=3910 971 2939 1910 1494 431
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=8
num_cat=0
split_feature=11 13 1 39 1 2 2
split_gain=3.1587e-05 4.42364e-05 4.63516e-05 4.11719e-05 7.42097e-05 5.08799e-05 6.87362e-05
threshold=0.077330000000000024 -0.083514999999999992 0.076710000000000014 0.005105000000000001 0.11593500000000001 0.085005000000000011 0.10510500000000002
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=7.4188911035393184e-06 -0.00032749254590977255 0.00037195792247203833 0.00057626323241562248 0.00030894005520775255 -0.00057407626516673652 -0.00042304209649032999 0.00020421306178382151
leaf_weight=0.0011695313688016751 0.0010188900184204463 0.0010505206711336522 0.0010408705043180358 0.0010151427442113619 0.0010964991688359607 0.0014700617838797885 0.0012367351398396007
leaf_count=681 279 690 429 309 176 989 357
internal_value=0 3.887e-05 0.000275286 -5.01702e-05 -0.000125276 5.69793e-06 -0.000136449
internal_weight=0 0.00807936 0.0022104 0.00586896 0.00485382 0.00375732 0.0027068
internal_count=3910 3631 1110 2521 2212 2036 1346
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=7
num_cat=0
split_feature=42 43 13 0 47 52
split_gain=9.13243e-06 2.31394e-05 2.24888e-05 1.93078e-05 3.8239e-05 2.60731e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.071149999999999977 0.0059850000000000016 0.077735000000000012 -0.0066199999999999991
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=-0.0085099568617929416 -0.00017556753396322282 -0.0022972566798778443 0.020532558182077585 -0.013505627976987542 -0.01533713090540814 0.017175796404983266
leaf_weight=0.0010980114471803694 0.0010567588488233539 0.0014045726683715449 0.0010410679409993816 0.0011942712740741967 0.0010319625304943078 0.0013469629272355559
leaf_count=1060 972 321 361 229 181 786
internal_value=0 0.00129205 0.0101011 -0.00242041 0.00107867 0.00723541
internal_weight=0 0.0070756 0.00209783 0.00497777 0.0037835 0.00275154
internal_count=3910 2850 1333 1517 1288 1107
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=6
num_cat=0
split_feature=52 52 151 12 1
split_gain=9.0759e-06 2.48866e-05 1.65852e-05 3.93431e-05 2.59027e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.0008699999999999999 0.098845000000000016 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0049303789898167451 -0.013989802065338078 0.013849579674578337 -0.0023385566257287222 -0.015959890929388501 0.015687568273256715
leaf_weight=0.0013957345794438929 0.0010093992247178019 0.0014271284260319883 0.0017539050159034229 0.001112975698417507 0.0014613186156163815
leaf_count=777 372 413 1557 394 397
internal_value=0 0.00456403 -0.00244704 0.000244896 0.00585431
internal_weight=0 0.00282286 0.0053376 0.0043282 0.00321522
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=7
num_cat=0
split_feature=0 47 2 49 3 0
split_gain=9.0189e-06 2.77597e-05 2.74089e-05 5.11828e-05 2.56597e-05 5.26168e-06
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.067014999999999977 -0.0076499999999999988 0.12346000000000001
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=-0.011368455779224899 0.010552160527144423 -0.014035929214971649 -0.010520126099774381 0.0044279867186940852 0.026245603806223417 0.00078081664345419199
leaf_weight=0.0010452871398637324 0.0010523878831176056 0.0014576963890422182 0.0012797861451172713 0.0010534270417239928 0.0011039983484576825 0.0011568791215407575
leaf_count=274 282 387 488 2103 212 164
internal_value=0 -0.00204829 0.00185005 0.00679311 0.0155925 0.00543541
internal_weight=0 0.0059402 0.0044825 0.00320271 0.00215743 0.00220927
internal_count=3910 3464 3077 2589 2315 446
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=7
num_cat=0
split_feature=42 51 43 0 47 1
split_gain=1.82633e-05 2.65371e-05 3.81813e-05 3.57221e-05 3.82025e-05 5.17973e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.083684999999999996 0.0059850000000000016 0.086425000000000016 0.099595000000000017
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=-0.00022648641347511547 -0.00024296179746145828 0.00038987800590271481 -1.7000845888002116e-05 -0.00028286493340386014 -0.00020758886090023758 0.00049914881021437903
leaf_weight=0.0012005052126438836 0.0011416369791962056 0.0012473339021668445 0.0016870488100476089 0.001240086866037062 0.0011536382233605764 0.0013422306122238734
leaf_count=1060 521 498 1069 177 220 365
internal_value=0 3.32779e-05 8.05566e-05 9.41029e-06 9.60595e-05 0.000211698
internal_weight=0 0.00781198 0.00667034 0.005423 0.00418292 0.00302928
internal_count=3910 2850 2329 1831 1654 1434
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=9.17522e-06 2.14016e-05 3.25384e-05 5.89585e-05 3.0176e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0075706904893687631 0.0080494761543718173 0.010588497397287448 0.00057219503635359457 -0.02973602627948424 0.012238169353584689
leaf_weight=0.0014432671404176335 0.0012019685465876019 0.0012241209471734972 0.0015301424807415021 0.0011055940323191162 0.0016461732829105482
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00141298 -0.00397906 -0.012141 0.00298424
internal_weight=0 0.0069493 0.00572518 0.00263574 0.00308944
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=7
num_cat=0
split_feature=52 13 52 15 3 1
split_gain=8.1989e-06 2.92462e-05 2.78524e-05 2.59071e-05 2.39763e-05 4.62819e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.0039399999999999991 -0.069909999999999986 0.096035000000000023
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.00024587074396557949 -0.0079936356597132673 0.010320806254803017 -0.017842028675223578 0.0217226937841863 0.012134627869607648 -0.016104963833598739
leaf_weight=0.0010516699871751817 0.0011125176350100701 0.0011824510713959986 0.0013640690823599772 0.0010964796787332641 0.0012338671722019814 0.0010957462654989187
leaf_count=609 647 608 1114 402 249 281
internal_value=0 0.0012459 -0.0030369 0.0109675 -0.00731308 -0.00114802
internal_weight=0 0.00702428 0.00487613 0.00214815 0.00369368 0.00232961
internal_count=3910 3263 2252 1011 1644 530
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=7
num_cat=0
split_feature=4 1 16 2 2 52
split_gain=2.47678e-05 4.51394e-05 2.57642e-05 4.14252e-05 4.95693e-05 4.12727e-05
threshold=0.24280000000000004 0.11235500000000002 -0.08755499999999998 0.106285 0.087005000000000013 -0.084699999999999984
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=-0.00026473746637738406 -0.0001228175851667505 0.0004190960538994893 -0.00018254644556168768 0.00032640628985828582 -0.00036825913373775249 0.00037371948461849725
leaf_weight=0.0017817903512732484 0.0010937362464414836 0.0012855523053061355 0.0010014921682205602 0.0012014186080884824 0.0014824038897844403 0.0010509426385615593
leaf_count=792 206 343 276 467 970 856
internal_value=0 0.000169984 -6.37501e-05 1.18618e-05 -9.50453e-05 0.000102288
internal_weight=0 0.00237929 0.00651805 0.00473626 0.00353484 0.00205243
internal_count=3910 549 3361 2569 2102 1132
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=6
num_cat=0
split_feature=4 151 16 52 43
split_gain=1.08527e-05 2.15214e-05 3.49089e-05 2.24762e-05 3.27561e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.094359999999999986 -0.094124999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011502297793590363 0.007543959313804461 -0.015899149753048139 -0.01077574387594598 -0.0079255001890238715 0.014773744305758139
leaf_weight=0.0010293801234003766 0.0015393970756628671 0.0017567630549350953 0.0011183004293806795 0.0010295210786627105 0.0016620050916763341
leaf_count=497 426 578 571 1270 568
internal_value=0 -0.0017809 -0.00423724 0.00114022 0.00609118
internal_weight=0 0.00659597 0.00556659 0.00380983 0.00269153
internal_count=3910 3484 2987 2409 1838
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 48
split_gain=1.05882e-05 2.58369e-05 2.85965e-05 2.7012e-05 4.03963e-05 2.80592e-05
threshold=-0.18906999999999999 -0.34687499999999999 1.0000000180025095e-35 -0.06402999999999999 0.081615000000000007 0.091875000000000012
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=0.0089563859348438732 -0.016105720133733337 -0.013014198832926739 -0.016475039084905378 0.018673016874811599 0.014685115113407018 -0.0062452574078896098
leaf_weight=0.0011322189326079439 0.0010284313340808357 0.0011626945211223377 0.0010203279351751987 0.0010464158724674691 0.0017092931303992541 0.0010243460855257121
leaf_count=261 278 1794 727 282 420 148
internal_value=0 -0.00146771 0.00105686 0.00446499 0.000504511 0.00684211
internal_weight=0 0.00699151 0.00596308 0.00480038 0.00375397 0.00273364
internal_count=3910 3649 3371 1577 1295 568
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=7
num_cat=0
split_feature=4 1 1 160 2 0
split_gain=1.25334e-05 3.43059e-05 2.29941e-05 2.54016e-05 4.14733e-05 5.9417e-05
threshold=0.24280000000000004 0.11235500000000002 0.11215000000000001 0.084835000000000008 0.10113500000000002 -0.072864999999999985
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=-0.00020534021491265187 -0.00013861701516754144 0.00034071719493648648 -0.00026758526404473457 0.0002801970812749098 -0.0003933533382773833 0.00037199930405196039
leaf_weight=0.0014570340168707965 0.0010611065791724071 0.0012506403112739319 0.001421133295323688 0.00108626968177472 0.0010404703456622739 0.0012940004131082865
leaf_count=1922 206 343 290 391 465 293
internal_value=0 0.0001207 -4.81032e-05 1.58426e-05 -5.98952e-05 6.62222e-05
internal_weight=0 0.00231175 0.00629891 0.00487777 0.0037915 0.00275103
internal_count=3910 549 3361 3071 2680 2215
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=6
num_cat=0
split_feature=43 4 52 16 0
split_gain=9.71295e-06 2.15472e-05 2.1388e-05 4.13735e-05 1.50528e-05
threshold=-0.044024999999999988 0.080255000000000007 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0015992160242092692 -0.013856523876934201 0.016499919007674647 -0.010717196980046789 0.018471939354336428 0.004054786756000392
leaf_weight=0.0019211205736506722 0.0012756580674408036 0.001000242530748565 0.0017845597176067457 0.0010114758618433488 0.001124501731102189
leaf_count=1541 426 307 379 224 1033
internal_value=0 0.00459773 -0.00260924 0.00105038 -0.00500707
internal_weight=0 0.00292136 0.0051962 0.00392054 0.00290906
internal_count=3910 1848 2062 1636 1412
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=6
num_cat=0
split_feature=52 13 1 15 0
split_gain=8.42249e-06 2.7966e-05 2.9655e-05 2.21262e-05 2.00971e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.0039399999999999991 -0.074514999999999984
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00042809107190165799 -0.0081040002344772277 -0.0040581727028521078 -0.013923179293277075 0.020759229163193896 0.011948715740132496
leaf_weight=0.0010504331929831216 0.0011105387124822723 0.0018780539019844335 0.0016297868320894054 0.0010914886869567205 0.0013468961466618582
leaf_count=609 647 1317 324 402 611
internal_value=0 0.0012704 -0.00292902 0.0107885 0.00262708
internal_weight=0 0.00699666 0.00485474 0.00214192 0.00322495
internal_count=3910 3263 2252 1011 1928
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 47
split_gain=1.45092e-05 2.81897e-05 3.90745e-05 2.68683e-05 4.7725e-05 8.86576e-06
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.092255000000000018
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=-0.00024361341771824153 -0.00022457278539103176 0.00040610199079618871 0.00026776527578163548 -0.00040747586874725119 0.00014822826821057219 -0.0001502835882758002
leaf_weight=0.0012446612601235427 0.0010032085938276565 0.001150584823136948 0.0011761877500016324 0.0010224125881686153 0.0019830240692723274 0.0010389183133745817
leaf_count=390 285 193 512 809 1475 246
internal_value=0 2.62849e-05 7.90121e-05 6.92296e-06 -6.89357e-05 -0.00027785
internal_weight=0 0.00761579 0.00637113 0.00522054 0.00404435 0.00206133
internal_count=3910 3625 3235 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=7
num_cat=0
split_feature=4 15 160 49 52 2
split_gain=2.80136e-05 4.34243e-05 2.77051e-05 3.60376e-05 7.85764e-05 5.28023e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.026849999999999995 -0.080639999999999976 0.024145000000000003 0.094400000000000026
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=0.00019409182115958602 0.00042838669353838053 -0.00010693870435443318 0.00020402635143964258 -0.00019202299147567486 0.00010847971788284489 -0.00078133351799604346
leaf_weight=0.0012684928559426418 0.0012814550645742547 0.001068221122730301 0.0010016848419986324 0.0013879279878091537 0.0017254550551485696 0.0010098885262605321
leaf_count=923 333 216 220 923 826 469
internal_value=0 0.000185014 -6.53517e-05 -0.000129567 -0.000210609 -0.000440223
internal_weight=0 0.00234968 0.00639345 0.00512496 0.00412327 0.00239782
internal_count=3910 549 3361 2438 2218 1392
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=6
num_cat=0
split_feature=4 1 4 1 4
split_gain=1.0069e-05 4.02835e-05 2.00325e-05 2.25137e-05 3.09695e-05
threshold=0.24280000000000004 0.11235500000000002 0.055260000000000011 0.095575000000000007 -0.15333499999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0063467775535714175 -0.008876367452806096 0.018383883969283487 -0.01497199022689477 0.010846481473111021 -0.012650849636374454
leaf_weight=0.0015868325726015454 0.0010070108511264014 0.0011741359687347586 0.0010105896371962525 0.0014706976022067944 0.0018685125851398404
leaf_count=218 206 343 347 568 2228
internal_value=0 0.00579813 -0.00214695 0.00048414 -0.00392638
internal_weight=0 0.00218115 0.00593663 0.00492604 0.00345535
internal_count=3910 549 3361 3014 2446
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=7
num_cat=0
split_feature=16 1 16 13 2 42
split_gain=1.89686e-05 3.58281e-05 6.34943e-05 4.73426e-05 3.13838e-05 2.3449e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 -0.032264999999999995 0.086915000000000006 0.079890000000000017
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0002480270054026332 -8.8005466195437474e-05 0.00054180540791128008 -4.0598612236439829e-05 0.00035985475629323263 -6.4324404268995941e-05 -0.0005121385240168813
leaf_weight=0.0010336193959498063 0.0010033969305395358 0.0012450685179053013 0.001705556866345893 0.001064675211857847 0.0018118040917563145 0.0010012606882006227
leaf_count=179 180 325 424 542 763 1497
internal_value=0 3.4582e-05 0.000205157 -6.85298e-05 9.26776e-05 -0.000299846
internal_weight=0 0.00783176 0.00295063 0.00488114 0.00287648 0.00200466
internal_count=3910 3731 749 2982 1305 1677
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=6
num_cat=0
split_feature=49 13 2 49 1
split_gain=1.65771e-05 2.40741e-05 4.08173e-05 4.70153e-05 3.27655e-05
threshold=0.10251500000000001 -0.090744999999999978 0.087005000000000013 -0.045004999999999996 0.096035000000000023
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00016338700278904561 0.00023810017542471836 0.00031286399405923486 6.7693052850485683e-05 -0.00044706068866884118 -0.00010651107608094131
leaf_weight=0.0018980579941429944 0.0010144912855300807 0.0012513372875249827 0.0010883387971385244 0.0018279717733799637 0.0016750551129818155
leaf_count=571 408 1007 255 1287 382
internal_value=0 -2.84645e-05 -9.07893e-05 -0.00025496 7.28154e-05
internal_weight=0 0.00774076 0.0058427 0.00291631 0.00292639
internal_count=3910 3502 2931 1542 1389
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=8
num_cat=0
split_feature=49 2 2 150 52 47 16
split_gain=2.96736e-05 3.02914e-05 3.03818e-05 3.77647e-05 3.59628e-05 4.81153e-05 4.48514e-05
threshold=0.10406000000000001 0.114165 0.10457000000000001 0.086420000000000011 0.084240000000000023 0.077065000000000008 -0.012324999999999997
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=0.00062807741736381332 0.00032140825616438346 0.00024783177380149218 -0.00037293141350292446 -0.00036829490681011541 -0.00024147971390873371 -0.00016734577172935173 5.8639262700444723e-05
leaf_weight=0.0010178738354607066 0.0010000898359095968 0.0012138258296356058 0.0011898757192518421 0.0010173055608049368 0.0011914993092555027 0.001148043376797415 0.0011135959299231205
leaf_count=769 384 450 300 223 975 271 538
internal_value=0 -3.71039e-05 -8.88937e-05 -2.73139e-05 5.02707e-05 0.000156268 0.000330572
internal_weight=0 0.00789202 0.00667819 0.00548832 0.00447101 0.00327951 0.00213147
internal_count=3910 3526 3076 2776 2553 1578 1307
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=15 150 3 3 4
split_gain=9.04499e-06 2.09152e-05 3.25939e-05 1.92946e-05 3.0255e-05
threshold=-0.03231499999999999 0.08486500000000001 -0.074234999999999982 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=0.012088742876913331 0.00020248290052387666 0.014436875840949957 -0.0089148031705649274 0.0077941129045621844 -0.021526231338988813
leaf_weight=0.0011735659215702065 0.0016868720005324656 0.0011853490837820469 0.0019945398557780652 0.0010709472405790446 0.0010333661508598062
leaf_count=756 1212 278 702 114 848
internal_value=0 0.00310529 -0.00113443 -0.00357562 -0.00805184
internal_weight=0 0.00435345 0.00316811 0.00379119 0.00272024
internal_count=3910 1736 1458 2174 2060
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=5
num_cat=0
split_feature=49 51 42 0
split_gain=8.74968e-06 3.92096e-05 5.21084e-05 3.49972e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 -0.083564999999999987
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0060069277613349868 0.017048138839671687 -0.019728364941085822 -0.015503466836978711 -0.0018308301942714508
leaf_weight=0.0018658651317804871 0.0019350365819721877 0.0010205504760626262 0.0013190196501281686 0.0019935187787836041
leaf_count=505 756 434 1363 852
internal_value=0 -0.00179387 0.00169404 0.00746813
internal_weight=0 0.00626813 0.00524758 0.00392856
internal_count=3910 3405 2971 1608
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=7
num_cat=0
split_feature=16 4 160 16 0 1
split_gain=1.39365e-05 2.87391e-05 2.30563e-05 3.48885e-05 3.94175e-05 3.69308e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.026849999999999995 -0.055679999999999993 -0.055084999999999988 0.090820000000000012
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=-0.00021750803893751203 0.00020376192338352581 0.00028197098759953778 0.00033879319523451193 -0.00053495654753255137 -5.768313875594791e-05 -0.00015690476999653948
leaf_weight=0.0010359647637380983 0.0012943299288344532 0.001374284249603828 0.0011524278517126619 0.0010541895348180452 0.0018034431273523824 0.0011589828118105422
leaf_count=179 913 407 1028 752 344 287
internal_value=0 2.44785e-05 -3.02712e-05 -8.88731e-05 -0.000233751 9.02413e-05
internal_weight=0 0.00783766 0.00646337 0.00516904 0.00285763 0.00231141
internal_count=3910 3731 3324 2411 1096 1315
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=6
num_cat=0
split_feature=43 3 4 4 3
split_gain=1.0095e-05 2.06237e-05 1.86411e-05 3.24083e-05 2.60828e-05
threshold=-0.047174999999999988 -0.075954999999999981 -0.23071499999999998 -0.0010999999999999996 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0026358812648953167 -0.014715833046380604 0.014324917821894476 0.014771167590002455 -0.014473449694259614 0.0040115352977415216
leaf_weight=0.0016577691391859949 0.0010271742908337456 0.0012632232833957758 0.0011319149933525269 0.0014954744229766107 0.0015592031665187334
leaf_count=1261 232 575 1078 505 259
internal_value=0 0.00469905 -0.00264413 0.00031764 -0.00503813
internal_weight=0 0.00292099 0.00521377 0.00418659 0.00305468
internal_count=3910 1836 2074 1842 764
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=7
num_cat=0
split_feature=47 159 2 1 0 1
split_gain=9.43875e-06 2.29531e-05 3.19808e-05 3.30086e-05 3.80145e-05 2.45515e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.099024999999999988 0.10871500000000002
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=0.015666267868163664 0.0076186205456485901 0.01192236922737188 -0.023258468765093687 0.0067803315421962294 -0.019205315878039801 -0.0024014453351878847
leaf_weight=0.0011700512798291135 0.0013529801672138601 0.0010682360330845787 0.0011804596121956852 0.0012409502111781347 0.0010304284030248942 0.0010814080471652143
leaf_count=1359 280 631 532 194 698 216
internal_value=0 -0.00153023 -0.00404993 0.00202087 -0.00500826 -0.0132866
internal_weight=0 0.00677153 0.0057033 0.00344143 0.00227138 0.00226187
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=7
num_cat=0
split_feature=4 1 160 0 16 3
split_gain=9.2348e-06 3.24423e-05 1.82078e-05 3.77534e-05 4.78358e-05 3.8764e-05
threshold=0.24280000000000004 0.11235500000000002 -0.026849999999999995 -0.14136999999999997 -0.055679999999999993 -0.018854999999999997
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=0.0090297278989030522 -0.0076118236893142691 0.01687511851945394 -0.020118907436783455 0.016548664153002785 0.0034370348104564015 -0.022518220180379144
leaf_weight=0.0011863608366856843 0.0010055390993217825 0.0011713082886137354 0.001203964979216899 0.0012064216347590384 0.0013089342522422103 0.0010267913530551491
leaf_count=923 206 343 216 1220 815 187
internal_value=0 0.005564 -0.00205107 -0.00482088 0.000378868 -0.00797297
internal_weight=0 0.00217685 0.00593247 0.00474611 0.00354215 0.00233573
internal_count=3910 549 3361 2438 2222 1002
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=6
num_cat=0
split_feature=49 51 42 4 4
split_gain=8.56617e-06 3.03988e-05 4.5686e-05 3.05416e-05 2.95681e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.25367000000000006 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0059462912518753464 0.0094916575796095814 -0.017658373942505575 -0.014856369597884375 0.020587534189391767 -0.011564577408938959
leaf_weight=0.0018611695550412441 0.0016689951868153329 0.001010764054229436 0.0013121288476295083 0.0011280280657783659 0.0011107329233095446
leaf_count=505 895 434 1363 271 442
internal_value=0 -0.00178508 0.00128858 0.00670965 0.00107794
internal_weight=0 0.00623065 0.00521989 0.00390776 0.00277973
internal_count=3910 3405 2971 1608 1337
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=7
num_cat=0
split_feature=11 2 0 13 3 3
split_gain=2.87287e-05 4.76522e-05 6.38943e-05 4.47893e-05 4.09067e-05 2.81887e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 -0.089899999999999994 -0.023079999999999996 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=0.00030893728492703126 -0.00031212788782138194 0.00053365049116340085 -0.00044843051755803971 0.00029474853858446436 -0.00014003353315715012 -0.0001285172483385883
leaf_weight=0.0013983681920420408 0.0010098124990162568 0.0011166195508564786 0.0013704024239565224 0.0010898862302104479 0.0017650140748342027 0.001359542287814236
leaf_count=2040 279 224 239 643 310 175
internal_value=0 3.86081e-05 -9.47737e-05 0.000208186 5.84333e-05 5.98171e-05
internal_weight=0 0.00809983 0.00453378 0.00356605 0.00316338 0.00244943
internal_count=3910 3631 2589 1042 2350 818
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=6
num_cat=0
split_feature=42 160 43 2 4
split_gain=9.21789e-06 2.6689e-05 2.2676e-05 2.19968e-05 2.46244e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085882648534476563 -0.01027176046834764 0.01480932451556586 -0.015606497690806014 0.01090405414255962 0.0040698976902386746
leaf_weight=0.0010839605279739798 0.0015477145041277937 0.0015568838950973159 0.0011680561092312701 0.0013433111420389082 0.0013963702604653252
leaf_count=1060 1040 604 700 301 205
internal_value=0 0.00132053 0.00460375 0.000537743 -0.00489239
internal_weight=0 0.00701234 0.00546462 0.00390774 0.00256443
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=8
num_cat=0
split_feature=49 151 160 3 2 16 0
split_gain=2.49649e-05 2.96364e-05 4.61759e-05 7.47747e-05 5.21103e-05 5.56733e-05 2.93558e-05
threshold=0.10251500000000001 -0.076429999999999984 -0.063534999999999994 -0.13309499999999996 0.10393500000000001 -0.095109999999999986 -0.06402999999999999
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=0.00024633442275391159 0.00028029415111075861 0.00024474381174910707 -0.00063071723898932663 0.00045857849878666482 -0.00038138365905936568 -0.00033924965468236427 0.0001302496250109009
leaf_weight=0.0011589948899937445 0.0010366785428386821 0.0012641704153499612 0.001089755712944342 0.001017264587939761 0.0013278645076352635 0.0010157961181897861 0.0010324018436603719
leaf_count=470 408 752 241 287 393 1210 149
internal_value=0 -4.33199e-05 -9.30747e-05 -0.000170962 -5.69201e-05 8.36276e-05 -0.000102597
internal_weight=0 0.00790625 0.00674725 0.00548308 0.00439333 0.00306546 0.0020482
internal_count=3910 3502 3032 2280 2039 1646 1359
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 3 4
split_gain=2.1733e-05 3.17201e-05 3.66292e-05 2.44618e-05 7.41776e-05 3.79958e-05 1.88503e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.076695000000000013 -0.10647999999999999
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=-0.00024560285528455101 -0.00027407449902726246 0.00039540257638229562 0.00025923692755006045 -6.018561691796499e-05 2.4188897663825318e-05 -0.00058383225352168482 0.00039764204732096748
leaf_weight=0.0013206117348822577 0.0010033617649235936 0.0012117790189530098 0.0012521617243766705 0.0011188859322322955 0.0010399141048919069 0.0010169568985405493 0.001038659109843836
leaf_count=394 279 195 512 880 160 175 1315
internal_value=0 3.20662e-05 8.69739e-05 1.86044e-05 -5.28909e-05 -0.000309514 0.000210803
internal_weight=0 0.00799897 0.00667836 0.00546658 0.00421442 0.00213584 0.00207857
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=7
num_cat=0
split_feature=49 160 43 49 13 4
split_gain=8.45015e-06 2.46256e-05 3.21184e-05 4.06898e-05 3.36058e-05 3.00103e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.074254999999999988 -0.029304999999999998 -0.10939499999999998 -0.0053799999999999985
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=0.011061868944389073 0.0085804261317570241 -0.006666785652669982 0.0040187727956115613 -0.003938292577451148 -0.028258697472589481 0.017223250241912111
leaf_weight=0.0013271321944235215 0.001003006046305507 0.0010073692156027738 0.0013645383376736284 0.0010003687397755234 0.0013150478819589295 0.0010999761176363288
leaf_count=863 541 577 235 146 1268 280
internal_value=0 -0.00122395 -0.00404131 -0.00967879 -0.0177511 0.00580315
internal_weight=0 0.00711443 0.0057873 0.00367995 0.00231542 0.00210735
internal_count=3910 3369 2506 1649 1414 857
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=7
num_cat=0
split_feature=151 48 51 4 3 3
split_gain=8.30434e-06 2.15875e-05 4.16786e-05 2.88803e-05 1.52344e-05 2.67011e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.15045000000000003 -0.075679999999999983 0.076695000000000013
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=-0.0083753565519541894 -0.01135129551333032 0.013293061187451039 -0.01972708915462601 0.014013467711073186 0.013737574821999122 -0.0090379544689598301
leaf_weight=0.0010356267417774871 0.0012547920139739811 0.0012232497844979233 0.0010157980204903378 0.0015116830301507653 0.0010550483725762722 0.0010051376957983405
leaf_count=423 1592 348 468 481 447 151
internal_value=0 0.00121316 -0.00131604 0.00255867 -0.0026649 0.00262569
internal_weight=0 0.00706571 0.00584246 0.00482666 0.00331498 0.00206019
internal_count=3910 3487 3139 2671 2190 598
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=3.79786e-05 3.00037e-05 4.24261e-05 8.10731e-05 6.6701e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00032699987304048541 -0.00018034459925274428 0.00043970723841827087 0.00047371648115538285 -0.00032805807498847034 -0.00010418366601593912
leaf_weight=0.0012092548441645168 0.0017517450138551166 0.0019977180140109572 0.0010296260164008161 0.0016031113617357914 0.0015314730310316367
leaf_count=1060 1040 502 642 332 334
internal_value=0 4.60944e-05 0.000110468 3.75938e-05 0.000203689
internal_weight=0 0.00791367 0.00616193 0.0051323 0.00352919
internal_count=3910 2850 1810 1168 836
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=7
num_cat=0
split_feature=42 51 12 16 43 15
split_gain=9.0056e-06 2.39321e-05 3.42803e-05 4.29045e-05 4.9496e-05 1.67845e-05
threshold=-1.0000000180025095e-35 -0.0093849999999999992 0.099370000000000014 -0.41862999999999995 -0.057994999999999998 -0.074174999999999977
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=-0.0084931007607056495 -0.010839411595137023 -0.0091033342296782515 -0.012401170230357403 0.031367455986039093 0.013706390379444086 -0.0027584568806226601
leaf_weight=0.0010849684642075903 0.0013195895824046682 0.0011416213096750046 0.0010307298523365505 0.0010523336319345181 0.001239082669112201 0.0012375056640648795
leaf_count=1060 752 324 235 648 229 662
internal_value=0 0.00129619 0.00410504 0.00774775 0.0131992 0.00547921
internal_weight=0 0.00702086 0.00570127 0.00467054 0.00352892 0.00247659
internal_count=3910 2850 2098 1863 1539 891
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=6
num_cat=0
split_feature=1 4 47 0 0
split_gain=1.27991e-05 4.0083e-05 2.16738e-05 3.17206e-05 7.11476e-05
threshold=0.076710000000000014 -0.084009999999999987 0.09252500000000001 -0.087614999999999985 -0.15007499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=8.4233441648145645e-05 1.0131075322367852e-05 -0.00042096520185965495 -0.00015325748418657521 -0.00011992957295210187 0.00064574507081876348
leaf_weight=0.001463126441378618 0.0019688851312584629 0.00102806716406842 0.0016039732321326793 0.0015073328040366442 0.001031935884914857
leaf_count=422 290 1586 328 982 302
internal_value=0 -0.000124252 4.24925e-05 0.000112139 0.000228709
internal_weight=0 0.00249119 0.00611213 0.00450815 0.00300082
internal_count=3910 2008 1902 1574 592
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=6
num_cat=0
split_feature=0 1 47 0 52
split_gain=7.89038e-06 2.66436e-05 1.93895e-05 3.64875e-05 6.47478e-05
threshold=0.055865000000000005 0.076710000000000014 0.09252500000000001 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015121889507886122 0.0067847929181044757 -0.0055137433336820653 -0.0081939598999924562 -0.0095571150015318906 0.024993929393783254
leaf_weight=0.0011748182738939537 0.0014091712747802193 0.0012608657724845545 0.0015095532715076248 0.0011920846842417713 0.0015519629619755327
leaf_count=1921 255 251 323 819 341
internal_value=0 -0.00144859 0.00146441 0.0051049 0.0113187
internal_weight=0 0.00668928 0.00551447 0.00400491 0.00281283
internal_count=3910 3655 1734 1411 592
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=7
num_cat=0
split_feature=11 48 151 15 15 43
split_gain=1.55759e-05 3.00576e-05 3.67234e-05 4.02203e-05 4.24029e-05 3.39401e-05
threshold=0.07677500000000001 0.096835000000000018 -0.076429999999999984 -0.017214999999999998 -0.10071499999999999 -0.083899999999999988
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=0.0003072208716473895 -0.00023393761184000377 0.00029896363983206436 -2.3671889603266809e-05 0.00033574141527297049 -0.00052606638446338891 -9.5656816662402397e-05
leaf_weight=0.0010480133741476039 0.0010243328293952835 0.001273795377332387 0.0013046387299222974 0.0010986521296929054 0.0012792113605371233 0.0019379702562926004
leaf_count=471 285 338 449 348 715 1304
internal_value=0 2.29707e-05 -2.97487e-05 -9.25813e-05 -0.000272397 6.04234e-05
internal_weight=0 0.00794228 0.00666849 0.00562047 0.00258385 0.00303662
internal_count=3910 3625 3287 2816 1164 1652
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=8
num_cat=0
split_feature=157 51 52 12 12 4 3
split_gain=2.99365e-05 4.54843e-05 4.39969e-05 5.06392e-05 8.45656e-05 4.31541e-05 5.37961e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.11110500000000002 0.10007000000000001 0.085185000000000025 -0.0025899999999999994 0.096385000000000012
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=0.0003100021089653363 -0.00040898004292952222 0.00013402617284156008 0.00035186498818837338 -0.00044882693349995462 0.00044275459879058164 -0.0006254858552931352 9.3149550951377682e-06
leaf_weight=0.0010436187496415334 0.001124010228603629 0.0013754206339634343 0.0012349768275151697 0.0010352178169154456 0.0013619680091477102 0.0010485541572573178 0.001005385539258413
leaf_count=563 479 462 547 287 1120 289 163
internal_value=0 -4.26261e-05 1.56879e-05 -5.55671e-05 2.94009e-05 -0.000134762 -0.000314756
internal_weight=0 0.00818553 0.00706152 0.00582655 0.00479133 0.00342936 0.00205394
internal_count=3910 3347 2868 2321 2034 914 452
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=7
num_cat=0
split_feature=49 2 457 3 3 16
split_gain=2.15272e-05 2.78408e-05 3.41017e-05 9.06288e-05 4.98764e-05 2.54843e-05
threshold=0.10513500000000002 0.11260500000000001 0.069705000000000003 0.090325000000000003 -0.075954999999999981 -0.073459999999999984
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=-1.2888780573638779e-05 0.00026239350016456795 0.0001839966082450211 0.00019257256176358054 -0.00066446966295898046 0.00023148518224240413 -0.00042078786649596981
leaf_weight=0.0011853324785857289 0.001001731212685074 0.0016527044378222425 0.0012202996586886811 0.0011220039306301648 0.001619267411490306 0.001170286603822909
leaf_count=1051 366 502 264 164 620 943
internal_value=0 -4.25768e-05 -0.000101853 -0.000172345 -3.34308e-05 -0.000215536
internal_weight=0 0.00796989 0.00631719 0.00509689 0.00397489 0.00235562
internal_count=3910 3544 3042 2778 2614 1994
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=6
num_cat=0
split_feature=52 4 151 12 0
split_gain=9.18479e-06 2.76899e-05 1.66084e-05 3.89837e-05 2.69368e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.0008699999999999999 0.098845000000000016 -0.075584999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0063053844986257273 -0.014012298389249896 0.013629709183392395 -0.001913288183429509 -0.015878336216174606 0.01670130609611261
leaf_weight=0.0012743586733881596 0.0010102686093763167 0.0015372751023707124 0.0018655339502571216 0.0011139604739071776 0.0013327737114375727
leaf_count=795 372 395 1580 394 374
internal_value=0 0.00459423 -0.00247143 0.000232341 0.00584364
internal_weight=0 0.00281163 0.00532254 0.00431227 0.00319831
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=7
num_cat=0
split_feature=49 13 2 52 4 3
split_gain=2.32995e-05 3.94434e-05 4.85423e-05 3.41955e-05 6.36478e-05 3.30533e-05
threshold=0.10447000000000002 -0.090744999999999978 0.092450000000000018 -0.087094999999999992 -0.0010999999999999996 0.076695000000000013
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=0.00020400057849804238 0.00028006853064350756 -0.00026387274315324121 -0.00012403444034057013 0.00051801567874942952 -0.00011335458221787053 -0.00058406146321567044
leaf_weight=0.0019723729698068347 0.0010056872768252232 0.0010709872472618245 0.0013445117953490245 0.0010663187564887713 0.0014467397410939645 0.0010851493777377934
leaf_count=574 378 375 833 1227 360 163
internal_value=0 -3.66167e-05 -0.000115534 2.95116e-05 0.000154543 -0.000329494
internal_weight=0 0.00798608 0.00601371 0.00358405 0.00251306 0.00242966
internal_count=3910 3532 2958 1962 1587 996
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=7
num_cat=0
split_feature=11 16 3 1 47 15
split_gain=2.57563e-05 4.14458e-05 4.41885e-05 2.95363e-05 4.30755e-05 3.65807e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 0.09252500000000001 -0.0039399999999999991
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=-0.00029409988334194704 -0.00030707425231521479 0.00041864074884983866 -0.0003923907366397678 0.00034726124563954226 -0.00016277968374906414 5.9810299201481175e-05
leaf_weight=0.0013139397445759973 0.0010116462289489732 0.0012544514730377654 0.0011817566517203274 0.0017061789812712041 0.0010155460820849183 0.001645385497449533
leaf_count=394 279 195 1063 517 180 1282
internal_value=0 2.47146e-05 8.6288e-05 1.11519e-05 0.000156952 -0.000129212
internal_weight=0 0.00811726 0.00680332 0.00554887 0.00272173 0.00282714
internal_count=3910 3631 3237 3042 697 2345
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=6
num_cat=0
split_feature=3 160 0 0 3
split_gain=1.75979e-05 2.45755e-05 3.49436e-05 6.00686e-05 3.2253e-05
threshold=-0.15464999999999998 1.0000000180025095e-35 -0.075584999999999986 -0.029849999999999998 0.086245000000000016
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00023805663826358117 -0.00029754635335803292 -0.00024615646767459781 0.00055809300158168233 -3.7691145745529586e-05 8.2221954221396476e-05
leaf_weight=0.0010275036858511033 0.0017424306669566836 0.0016671992167205498 0.0010404871724954679 0.0017364082241992766 0.0016973242921403306
leaf_count=259 1893 639 602 256 261
internal_value=0 -3.47606e-05 2.19322e-05 0.000185546 -0.000110152
internal_weight=0 0.00788385 0.00621665 0.0027769 0.00343975
internal_count=3910 3651 3012 858 2154
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=6
num_cat=0
split_feature=3 39 2 4 52
split_gain=8.49756e-06 1.8753e-05 3.0051e-05 3.18039e-05 2.7758e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 -0.048794999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.011512438913214079 0.0077117742000108458 0.0098543883996139413 -0.017893204291724946 0.018202629459327876 -0.0016619065217099494
leaf_weight=0.0015829066699738106 0.0012055088452176633 0.0012242597523573458 0.0011944600334315046 0.0011494111042688209 0.0018130422255085458
leaf_count=1587 239 424 354 423 883
internal_value=0 -0.00138171 -0.00377828 -6.90635e-05 0.00604539
internal_weight=0 0.00696408 0.00573982 0.00454536 0.00296245
internal_count=3910 3671 3247 2893 1306
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=7
num_cat=0
split_feature=3 1 15 16 16 0
split_gain=1.74385e-05 2.49871e-05 4.86318e-05 4.7169e-05 5.02353e-05 4.2841e-05
threshold=-0.15464999999999998 0.095575000000000007 -0.0039399999999999991 -0.27337499999999998 -0.055679999999999993 -0.014809999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.0002384106538654626 -0.00044504112965262715 -0.00022196538224542549 0.00028897936007121956 0.00053884653304667077 -2.6396047992821457e-06 -0.000243779108662428
leaf_weight=0.0010145259115196242 0.0013695504271901649 0.0014021767520023378 0.0011531007729614364 0.0011215646435233709 0.0015961472178883291 0.0011682271770677975
leaf_count=259 1212 313 1313 228 455 130
internal_value=0 -3.48455e-05 -0.000152016 7.01241e-05 0.000220825 2.08643e-05
internal_weight=0 0.00781077 0.00369088 0.00411989 0.00271771 0.00232133
internal_count=3910 3651 2655 996 683 1443
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=6
num_cat=0
split_feature=42 160 160 3 3
split_gain=8.62488e-06 2.13227e-05 2.54602e-05 2.93766e-05 4.5223e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0082731605822413297 -0.0090733368403619098 -0.0033687474149409267 -0.010081910097517426 -0.0041263738943832706 0.02222246668554333
leaf_weight=0.0011005660550309024 0.0015609904219669344 0.0010740059509368671 0.00102149193424334 0.001479459586229033 0.0019339135077973489
leaf_count=1060 1040 212 332 252 1014
internal_value=0 0.00124352 0.00416689 0.00741044 0.0130849
internal_weight=0 0.00706986 0.00550887 0.00448738 0.00300792
internal_count=3910 2850 1810 1478 1226
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=6
num_cat=0
split_feature=42 3 3 2 4
split_gain=9.23005e-06 2.65616e-05 3.02039e-05 2.34674e-05 4.84343e-05
threshold=0.091955000000000023 -0.100615 -1.0000000180025095e-35 0.113945 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011280128993357176 -0.0084353286824981298 -0.015607045147150831 -0.0074405393658315486 -0.009915091898633252 0.01971226154161191
leaf_weight=0.001937119935324587 0.0011269305437789758 0.0013036441599325395 0.0012168726251564615 0.0011458301957529365 0.0014276805827247066
leaf_count=466 843 1989 215 232 165
internal_value=0 0.00131309 -0.0024771 0.00203874 0.00721809
internal_weight=0 0.00703115 0.00509403 0.00379038 0.00264455
internal_count=3910 3067 2601 612 380
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=7
num_cat=0
split_feature=2 160 16 52 0 1
split_gain=9.99927e-06 2.4856e-05 4.77271e-05 2.5493e-05 2.29487e-05 2.14931e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.076599999999999988 -0.13506999999999997 0.090905000000000014
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=0.01157437389888869 -0.0027563863468405324 0.014632213248626919 -0.0056208571972323077 -0.027481979439315726 0.016898700299852139 -0.0040925648538376186
leaf_weight=0.0010484780515293921 0.0014486245796312839 0.0010677712399375929 0.0010753054620876732 0.0010585390690666385 0.0010069419241821257 0.0014393175551201222
leaf_count=861 208 1038 579 319 559 346
internal_value=0 -0.00233171 -0.00547337 -0.0164655 0.00530348 0.00388233
internal_weight=0 0.00568941 0.00464093 0.00213384 0.00245557 0.00250709
internal_count=3910 3143 2282 898 767 1384
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=6
num_cat=0
split_feature=4 42 0 151 3
split_gain=1.70255e-05 3.23937e-05 4.56618e-05 4.22391e-05 3.7546e-05
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 -0.024429999999999997 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00025407619470846929 0.00017187688600901047 -0.00030234108643988246 0.00029630594030918459 -1.3071316095922233e-05 -0.00045660704324082578
leaf_weight=0.0010102337096559865 0.0016839668991369284 0.0015097137352910834 0.0016417516619642164 0.0016524974715358132 0.0013198546479638918
leaf_count=371 426 1266 274 1387 186
internal_value=0 -4.73177e-05 2.1137e-05 -9.22965e-05 -0.000210021
internal_weight=0 0.00713405 0.00562434 0.00398259 0.00297235
internal_count=3910 3484 2218 1944 1573
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=7
num_cat=0
split_feature=11 13 39 0 16 15
split_gain=1.99321e-05 4.5423e-05 3.75967e-05 6.5149e-05 5.10429e-05 3.64768e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 -0.053834999999999994 0.0015250000000000001 -0.074174999999999977
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=0.00034618291609124128 -0.00025944906712762017 4.5643964420314486e-05 0.00026978541257254794 -0.00050371830011042133 0.00039286625519719456 -0.00040273498348992667
leaf_weight=0.0014650060198071434 0.0010000346902997387 0.001939580199917532 0.0012503216902375177 0.001229093589098432 0.001012799192681108 0.001089351398000659
leaf_count=288 279 628 395 330 510 1480
internal_value=0 3.41925e-05 -3.58976e-05 -0.00010841 1.18031e-05 -0.000115615
internal_weight=0 0.00798615 0.00652115 0.00527082 0.00404173 0.00302893
internal_count=3910 3631 3343 2948 2618 2108
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=7
num_cat=0
split_feature=376 151 43 1 4 0
split_gain=3.09917e-05 4.09248e-05 4.44691e-05 4.71099e-05 4.6966e-05 1.90349e-05
threshold=0.048375000000000008 -0.076429999999999984 -0.083899999999999988 0.095575000000000007 0.053925000000000008 -0.10943499999999999
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=0.00027146259547063161 0.00031638352973239922 0.00018028299477212563 -0.00021505001300223188 0.00028743584269765271 -0.00022788976361122392 -0.00058032570797424327
leaf_weight=0.0012903655495815174 0.0010105843743561113 0.0015549554888942283 0.0010073655702287701 0.0010904487296440749 0.0018062512461933988 0.0012041002448574234
leaf_count=514 206 671 204 352 334 1629
internal_value=0 -4.81523e-05 -0.000110048 -0.000198427 -3.38979e-05 -0.000413936
internal_weight=0 0.00795349 0.00666312 0.00510817 0.0028967 0.00221147
internal_count=3910 3704 3190 2519 686 1833
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=7
num_cat=0
split_feature=157 160 52 3 150 43
split_gain=1.73656e-05 6.28354e-05 3.59735e-05 3.64932e-05 4.97745e-05 3.23961e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.087235000000000021 -0.00059999999999999995
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=0.00024117982809904089 -0.00047658163452216204 -6.5036233883467927e-06 0.00038075265988069971 -0.00033396954217314469 -0.00029924767301227291 0.00037377235907107455
leaf_weight=0.0010100436563549135 0.0010569822067790372 0.001821366851504096 0.001000291414774054 0.0011534145218085219 0.0011394844712592587 0.0016339967076680765
leaf_count=587 813 1232 240 199 170 669
internal_value=0 -3.20504e-05 3.75736e-05 -2.21451e-05 5.61301e-05 0.000173324
internal_weight=0 0.00780554 0.00674855 0.00574826 0.00459485 0.00345536
internal_count=3910 3323 2510 2270 2071 1901
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=7
num_cat=0
split_feature=13 3 39 3 15 1
split_gain=9.29707e-06 1.8428e-05 2.99471e-05 2.86605e-05 6.44992e-05 1.8983e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.100615 -0.053579999999999996 0.096230000000000024
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=0.0088559103925441862 0.014158500674701261 -0.01287677068897978 0.015291909801145873 0.0032513058846097538 -0.028858647741088057 -0.0043589235950722682
leaf_weight=0.0010282622059188369 0.0012193275619444136 0.0011555569101747397 0.0011669098980572985 0.0015515862595655888 0.0010481707547571285 0.0010139897983275747
leaf_count=210 325 138 416 870 1746 205
internal_value=0 -0.00131307 0.000914022 -0.00255741 -0.00969479 0.00575106
internal_weight=0 0.00715554 0.00599998 0.00483307 0.00259976 0.00223332
internal_count=3910 3700 3562 3146 2616 530
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=7
num_cat=0
split_feature=376 1 43 48 0 3
split_gain=3.02618e-05 3.98231e-05 4.89503e-05 4.53751e-05 4.67742e-05 4.36566e-05
threshold=0.048375000000000008 0.076710000000000014 -0.077544999999999989 0.086065000000000016 -0.15291499999999997 -0.10628499999999998
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=5.0275317331027797e-05 0.00031472426125286684 0.00051896169590671969 -0.00053657545321542642 -0.0002032167654831037 0.00036257335479685079 -0.00014209746495209087
leaf_weight=0.0010108411171753039 0.0010312165775092632 0.0010439895089958962 0.0011895137995371944 0.0019396922007343794 0.001014774412833075 0.0018797652609673049
leaf_count=836 206 188 1148 340 250 942
internal_value=0 -4.19642e-05 -0.000266977 4.22633e-05 0.00016316 3.48312e-05
internal_weight=0 0.00807858 0.00220035 0.00587822 0.00393853 0.00289454
internal_count=3910 3704 1984 1720 1380 1192
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=6
num_cat=0
split_feature=4 42 0 43 16
split_gain=9.75502e-06 2.32481e-05 3.22466e-05 3.80979e-05 3.56125e-05
threshold=0.27608500000000008 0.086700000000000013 -0.017269999999999997 -1.0000000180025095e-35 -0.074719999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.019389915600995025 0.0070353781484327671 -0.013181048404850314 0.013559642813467464 -0.010192154061777977 0.01339049991558873
leaf_weight=0.0010914460099045592 0.0015761478481952614 0.0013959394161288542 0.0015286411472067466 0.0011550410260540811 0.0014370390694438255
leaf_count=1284 441 1261 274 333 317
internal_value=0 -0.00171983 0.00134975 -0.00371729 0.00288198
internal_weight=0 0.00660811 0.00521217 0.00368353 0.00259208
internal_count=3910 3469 2208 1934 650
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=6
num_cat=0
split_feature=1 4 47 48 0
split_gain=8.68565e-06 2.13635e-05 2.10084e-05 2.69701e-05 4.34293e-05
threshold=0.076710000000000014 -0.16401499999999997 0.086425000000000016 0.085790000000000019 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0043703783256006197 0.023444048433140376 -0.014609968604497604 -0.0066967345970560341 -0.0060431574055017073 -0.0020069776372950957
leaf_weight=0.0011849542197712784 0.0014645196487353446 0.0011871036007383387 0.0018622468541055629 0.0012356726540437126 0.0012365561638943436
leaf_count=92 323 1916 382 263 934
internal_value=0 -0.00512839 0.00205453 0.00619424 0.0117925
internal_weight=0 0.00237206 0.005799 0.00393675 0.00270108
internal_count=3910 2008 1902 1520 1257
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=6
num_cat=0
split_feature=12 51 42 2 16
split_gain=2.21783e-05 2.91243e-05 3.03853e-05 4.14752e-05 4.39817e-05
threshold=-0.036459999999999992 0.08955500000000001 0.085545000000000024 0.084235000000000018 -0.014099999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00023456560036984252 0.00041162376504887919 -0.00024579779348000042 -0.00015706818725467076 -0.00019258419264085201 0.00026311056236601795
leaf_weight=0.0013335595678511192 0.0017106533865152941 0.0011640334333779274 0.0014633889380216026 0.0016335752926989206 0.0016236471614349702
leaf_count=504 455 425 1202 736 588
internal_value=0 3.96001e-05 9.1256e-05 0.000164405 3.45687e-05
internal_weight=0 0.0075953 0.00643126 0.00496788 0.00325722
internal_count=3910 3406 2981 1779 1324
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=7
num_cat=0
split_feature=47 159 1 457 2 12
split_gain=8.55871e-06 1.96335e-05 3.13382e-05 3.93845e-05 5.14032e-05 2.84929e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 0.082870000000000013 0.10113500000000002 0.080120000000000011
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=0.017082476193921677 0.0072153875145477518 0.0108955298792338 -0.016833693542487396 0.017649892401981653 -0.020416534158620936 -0.0066307713715923703
leaf_weight=0.0010008243385184567 0.001359858063352073 0.0010798777595240928 0.0013962305842516445 0.0010133355105877437 0.0012969667494237332 0.001026311325503329
leaf_count=194 280 631 321 223 501 1760
internal_value=0 -0.00147366 -0.00380327 0.000391249 -0.00486996 0.00507678
internal_weight=0 0.00681355 0.00573367 0.00433744 0.0033241 0.00202714
internal_count=3910 3630 2999 2678 2455 1954
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=7
num_cat=0
split_feature=2 2 52 4 13 2
split_gain=1.03791e-05 2.68715e-05 2.60717e-05 6.14362e-05 2.12762e-05 1.78123e-05
threshold=0.099015000000000006 0.090905000000000014 -0.084699999999999984 -0.00027999999999999998 -0.089899999999999994 0.11635500000000001
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=-0.011915426911598685 0.01501977007747226 -0.017174403152745897 0.025769492263051641 -0.0059903286523420047 -0.009379136267401153 0.008442341454636201
leaf_weight=0.0010974337690962161 0.0011816577127673287 0.0010509386312842145 0.0010047574493671572 0.0015466051031076935 0.0012717963623524314 0.0010032297085746794
leaf_count=441 254 509 1367 447 502 390
internal_value=0 -0.0030849 0.000973204 0.00651707 0.00413387 -0.00152031
internal_weight=0 0.00469973 0.0036488 0.00255136 0.00345668 0.00227503
internal_count=3910 2764 2255 1814 1146 892
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=7
num_cat=0
split_feature=13 39 42 3 0 16
split_gain=1.6666e-05 2.57154e-05 4.08598e-05 5.7878e-05 5.98978e-05 3.39469e-05
threshold=-0.23438999999999996 0.085060000000000011 0.091955000000000023 -0.100615 -0.10131499999999999 -0.071799999999999989
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=0.00022158528101405266 0.00025738552570536558 0.00024925557436878987 -0.00044195363371930216 -0.00018455726605231339 -0.00054764142650593763 0.00026421324177423021
leaf_weight=0.0011082224511860467 0.0019625925620001374 0.001055106566947666 0.0010177261740123376 0.0015832318180263277 0.0010809173090636291 0.0010971400163122666
leaf_count=210 451 380 681 251 1801 136
internal_value=0 -3.53901e-05 -7.99391e-05 -1.55716e-05 -0.000157997 -8.64811e-07
internal_weight=0 0.00779671 0.00674161 0.00572388 0.00376129 0.00268037
internal_count=3910 3700 3320 2639 2188 387
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=6
num_cat=0
split_feature=4 15 16 2 2
split_gain=9.37139e-06 3.50537e-05 2.15717e-05 3.69647e-05 4.30944e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.08755499999999998 0.106285 0.087005000000000013
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.011890941258348733 0.017176034845659667 -0.0081778791207946337 0.0061078311425135125 0.01733914891225349 -0.017308885938902993
leaf_weight=0.0016293298506383138 0.0011900454598290471 0.0010065291739866774 0.0018536456590783467 0.00111053572363711 0.0013643577646703501
leaf_count=792 333 216 1132 467 970
internal_value=0 0.00555819 -0.00208334 0.00160839 -0.00382031
internal_weight=0 0.00219657 0.00595787 0.00432854 0.003218
internal_count=3910 549 3361 2569 2102
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=7
num_cat=0
split_feature=160 12 4 12 16 4
split_gain=9.57087e-06 2.53736e-05 2.40487e-05 5.86462e-05 2.81116e-05 2.08391e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.074650000000000008 0.091555000000000011 -0.50763499999999995 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0065368353297556529 -0.01255103412311287 0.016843311483347265 0.0014433080090250315 -0.02074249618273678 0.02488093302351016 -0.0023717355766044337
leaf_weight=0.001765994550345232 0.0010345954877121312 0.001250193928676546 0.0010315601343384839 0.0010137178826067502 0.0010155706450605808 0.0010289363311602037
leaf_count=1218 393 966 154 790 189 200
internal_value=0 0.00178239 0.00455942 -0.000731889 0.0130706 0.00816848
internal_weight=0 0.00637457 0.00533998 0.00329285 0.00204713 0.00227913
internal_count=3910 2692 2299 1956 343 1166
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=6
num_cat=0
split_feature=49 13 2 49 1
split_gain=1.43714e-05 3.36e-05 4.16796e-05 4.46628e-05 4.23692e-05
threshold=0.10251500000000001 -0.090744999999999978 0.087005000000000013 -0.045004999999999996 0.10884000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00019539069302319659 0.0002181767902715267 0.00026359513805987569 4.4751799986582131e-05 -0.00045589497921225738 -0.00021341601496431464
leaf_weight=0.0019159636791085876 0.0010137965357548502 0.001690184418072475 0.0010926835179229366 0.0018365504664580436 0.0012419404785720721
leaf_count=571 408 1167 255 1287 222
internal_value=0 -3.00282e-05 -0.000103713 -0.00026914 6.15507e-05
internal_weight=0 0.00777732 0.00586136 0.00292923 0.00293212
internal_count=3910 3502 2931 1542 1389
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=7
num_cat=0
split_feature=13 39 51 42 3 16
split_gain=1.37941e-05 1.97023e-05 3.64902e-05 5.22127e-05 2.50411e-05 5.58059e-05
threshold=-0.23438999999999996 0.085060000000000011 0.08955500000000001 0.085545000000000024 -0.080744999999999997 -0.057604999999999996
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=0.00020281279264545057 0.00028213928543502652 0.00022084905563628932 -0.00041250505884080616 -0.00031763384137575699 -0.00035222711619047346 0.00027587080307955034
leaf_weight=0.0010850936312602694 0.0017750024695991455 0.0010118228924295789 0.0010267016928428513 0.0015269274084731659 0.0010656288291401299 0.001110733936541457
leaf_count=210 1173 380 368 1201 271 307
internal_value=0 -3.36831e-05 -7.32744e-05 -9.69831e-06 0.000109297 -3.16695e-05
internal_weight=0 0.00751682 0.00650499 0.00547829 0.00395137 0.00217636
internal_count=3910 3700 3320 2952 1751 578
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=11 43 2 15 0 15
split_gain=1.19058e-05 2.75262e-05 3.59183e-05 3.02758e-05 4.23792e-05 2.98489e-05
threshold=1.0000000180025095e-35 -0.047174999999999988 0.089785000000000018 -0.095799999999999982 -0.074014999999999984 -0.053579999999999996
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=0.00042467451303425765 -0.00020277085890416297 -0.00032001885993416309 -0.0002203989833858802 0.00043567092499985274 -9.6336478710078245e-05 6.4614299013296716e-06
leaf_weight=0.001135930676903437 0.0010104153186005684 0.0014711142586546341 0.001103936385102167 0.0011728181152495427 0.001130649682647932 0.0015534190248281392
leaf_count=816 304 1005 277 308 283 917
internal_value=0 2.38359e-05 -6.39643e-05 4.65849e-05 0.000174537 0.000183107
internal_weight=0 0.00756787 0.00487852 0.0034074 0.00230347 0.00268935
internal_count=3910 3606 1873 868 591 1733
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=6
num_cat=0
split_feature=13 3 39 3 0
split_gain=9.45061e-06 2.25388e-05 2.95491e-05 2.17276e-05 2.53573e-05
threshold=-0.23438999999999996 0.11265500000000002 0.005105000000000001 -0.074234999999999982 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0089550675091916981 -0.0069517109406001462 -0.014113496614802601 0.015457962382166927 -0.011277293819640537 0.011224281026792708
leaf_weight=0.0010244845999578672 0.0014412210502454696 0.001153584890724221 0.00116311477156126 0.0017287038414888342 0.0016420689966310251
leaf_count=210 2118 138 416 699 329
internal_value=0 -0.00131647 0.00115418 -0.00230321 0.00272828
internal_weight=0 0.00712869 0.00597511 0.00481199 0.00308329
internal_count=3910 3700 3562 3146 2447
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=6
num_cat=0
split_feature=2 13 2 13 2
split_gain=7.95931e-06 2.09278e-05 3.24932e-05 1.81935e-05 1.79609e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.11290500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.0024303300156919214 0.013721104301885476 0.0092680545647924936 -0.016686190712983953 0.0083391181169520188 -0.0095297109432409578
leaf_weight=0.001917411507570071 0.0011759147044784887 0.0011129683695118341 0.001658004189629368 0.0010118811721633709 0.0012666785790419661
leaf_count=1090 254 219 1455 428 464
internal_value=0 -0.00270686 -0.00643445 0.00361906 -0.00159438
internal_weight=0 0.00468838 0.00357542 0.00345447 0.00227856
internal_count=3910 2764 2545 1146 892
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=6
num_cat=0
split_feature=12 15 2 16 4
split_gain=8.30263e-06 1.93228e-05 4.5342e-05 5.86996e-05 4.15718e-05
threshold=-0.036459999999999992 -0.11739999999999999 0.094400000000000026 -0.015314999999999997 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0075752518715930493 -0.0090205960464457592 0.0021986926528727705 -0.021705025011898752 0.0092298947892577154 0.025965031424005358
leaf_weight=0.0012341824128893645 0.0014297886484445962 0.0017404453409419764 0.0012126687622394687 0.0012412270329396707 0.0012752805462071632
leaf_count=504 375 1844 439 480 268
internal_value=0 0.00133015 0.00403589 -0.00605756 0.0122489
internal_weight=0 0.00689941 0.00546962 0.0024539 0.00301573
internal_count=3910 3406 3031 919 2112
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=6
num_cat=0
split_feature=15 52 2 0 43
split_gain=1.87949e-05 3.81483e-05 3.33294e-05 5.79739e-05 3.4779e-05
threshold=-0.19153499999999998 -0.092854999999999979 0.10946500000000002 0.033525000000000006 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00022116166752440104 -0.00025882439525404981 -9.5084781405128089e-05 0.00033369688490790712 -0.0003821598201479273 0.000309328882329235
leaf_weight=0.0013519928548892945 0.00142631685325466 0.0014246301149613079 0.0016674143423388785 0.0010987417224641817 0.0019186508323702487
leaf_count=417 734 1567 387 117 688
internal_value=0 2.99086e-05 9.73166e-05 8.58585e-06 0.000137001
internal_weight=0 0.00753575 0.00610944 0.00444202 0.00334328
internal_count=3910 3493 2759 2372 2255
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=7
num_cat=0
split_feature=2 3 4 15 13 2
split_gain=9.68563e-06 2.63591e-05 4.84387e-05 2.90264e-05 2.29687e-05 2.05341e-05
threshold=0.097940000000000013 -0.016619999999999996 0.004850000000000001 -0.055679999999999993 -0.089899999999999994 0.11635500000000001
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=-0.0091340073508910918 0.014636487083296271 -0.027185243737780584 0.0037313516785451913 0.012775250908700291 -0.010261787860683144 0.0086780789920467456
leaf_weight=0.0010267402891662751 0.0012743213736338037 0.001003879455678423 0.0010233808124870823 0.0014710990823547762 0.0013218020023210741 0.0010096931243523653
leaf_count=639 261 215 198 1676 531 390
internal_value=0 -0.00310639 -0.0115782 0.00376942 0.00384094 -0.00205956
internal_weight=0 0.0045251 0.00202726 0.00249784 0.00360582 0.0023315
internal_count=3910 2728 413 2315 1182 921
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=6
num_cat=0
split_feature=160 133 42 15 16
split_gain=9.09221e-06 2.92472e-05 3.88456e-05 2.93705e-05 6.47318e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 -0.017214999999999998 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0062142473848933117 0.0076469916277809554 -0.016091729495879691 0.017235507567043649 0.0063734155044009632 -0.025864869171950619
leaf_weight=0.0012438944236690605 0.0012980679310974179 0.0011412405842612704 0.0012233451788123866 0.0019368928419995009 0.0012725593028790594
leaf_count=289 498 1198 708 851 366
internal_value=0 -0.00148427 0.00145241 -0.00288325 -0.010008
internal_weight=0 0.00681793 0.00567669 0.00445335 0.00251645
internal_count=3910 3412 2214 1506 655
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=7
num_cat=0
split_feature=11 48 0 15 16 0
split_gain=1.78518e-05 3.1365e-05 9.02554e-05 5.26386e-05 4.60266e-05 2.51976e-05
threshold=0.07677500000000001 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.15100500000000003 -0.10131499999999999
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=-9.2339340125562627e-05 -0.00024857369033373428 -0.00018101211319197989 0.0005792055844349405 0.00028733126262060413 -0.00019968629143144693 -0.00051193964088410402
leaf_weight=0.0011776854806904726 0.0010212209582469893 0.0011574271122671011 0.0012476455712451364 0.0019968072303452149 0.0011911007689787419 0.001032751976279141
leaf_count=274 285 105 579 1700 144 823
internal_value=0 2.71138e-05 0.000213355 -5.58606e-05 0.000105366 -0.000288383
internal_weight=0 0.00780342 0.00240507 0.00539835 0.00318791 0.00221044
internal_count=3910 3625 684 2941 1844 1097
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=7
num_cat=0
split_feature=49 47 15 16 16 16
split_gain=2.56106e-05 2.81499e-05 4.17067e-05 3.9158e-05 2.81256e-05 4.27898e-05
threshold=0.10251500000000001 0.086425000000000016 -0.03231499999999999 -0.092014999999999986 0.15100500000000003 -0.084184999999999996
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=0.0005111989851720849 0.00028774560703166913 -0.00027484992372674827 -0.00025493573227236213 9.1198523194263575e-06 -0.00034566476016096095 0.00026028836554290569
leaf_weight=0.0010166893873797141 0.0010281108983973058 0.0015842205537481236 0.0012021638315398212 0.0014475267012513658 0.001296620309494274 0.0012791756429571153
leaf_count=469 408 380 571 563 266 1253
internal_value=0 -4.14248e-05 1.78168e-05 0.000216268 -0.000111625 1.06717e-05
internal_weight=0 0.0078264 0.00624218 0.00246422 0.00377796 0.00248134
internal_count=3910 3502 3122 1032 2090 1824
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=6
num_cat=0
split_feature=3 42 150 15 3
split_gain=1.09033e-05 2.53607e-05 2.16401e-05 3.03061e-05 4.86601e-05
threshold=-0.075954999999999981 0.085545000000000024 0.08486500000000001 -0.017214999999999998 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0021901610726561618 0.0066721557892166069 -0.016644077593519806 0.015890479788080968 0.0096910402340017084 -0.022222063384038926
leaf_weight=0.0019486033781969899 0.0011590035100737779 0.0011292451974869214 0.0010140310947876268 0.0017027025925981472 0.0011724425676078653
leaf_count=1396 558 1010 238 498 210
internal_value=0 -0.00472001 0.00283139 -0.000451169 -0.00785823
internal_weight=0 0.00307785 0.00504818 0.00403415 0.00233145
internal_count=3910 2406 1504 1266 768
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=7
num_cat=0
split_feature=49 151 13 160 1 2
split_gain=3.00947e-05 3.03194e-05 3.84469e-05 5.22516e-05 3.80314e-05 2.62723e-05
threshold=0.10447000000000002 -0.076429999999999984 -0.083924999999999986 -0.064339999999999994 0.089075000000000015 0.079395000000000007
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=0.00025341158005470581 0.00031993816049671024 0.00014174491737540306 0.00020325365020951256 -2.9039943558813196e-05 -0.00026549693128219263 -0.00067904868498349247
leaf_weight=0.0011582313499944622 0.0010065215906325227 0.0019635475491537047 0.0010519402481122342 0.0013677781938799525 0.0014176515415410249 0.0010123683273366912
leaf_count=470 378 867 506 1049 385 255
internal_value=0 -3.98804e-05 -8.97388e-05 -0.000183461 -0.000290576 -0.000437786
internal_weight=0 0.00797152 0.00681329 0.00484974 0.0037978 0.00243002
internal_count=3910 3532 3062 2195 1689 640
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=7
num_cat=0
split_feature=49 47 15 16 16 1
split_gain=1.11564e-05 2.63453e-05 3.56843e-05 2.35101e-05 3.48027e-05 2.07327e-05
threshold=0.093425000000000022 0.09252500000000001 -0.03231499999999999 0.15100500000000003 -0.084184999999999996 0.095575000000000007
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=-0.00049031431448515249 0.0098378008262840558 -0.014920580124090997 -0.01222173311002042 -0.016649358670715719 0.012688711323301394 0.018073029866174109
leaf_weight=0.0010210252044353847 0.0010049542500806989 0.0012012026826725445 0.0010781056511140188 0.0011893709993562283 0.0011689860149187931 0.0014648021044122602
leaf_count=493 541 294 569 267 1255 491
internal_value=0 -0.00141721 0.00132164 -0.00528033 0.000737223 0.0104483
internal_weight=0 0.00712349 0.00592229 0.00343646 0.00224709 0.00248583
internal_count=3910 3369 3075 2091 1824 984
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=7
num_cat=0
split_feature=2 3 4 13 13 15
split_gain=9.80596e-06 2.15901e-05 4.4919e-05 2.87599e-05 1.99943e-05 1.98449e-05
threshold=0.097940000000000013 -0.016619999999999996 0.004850000000000001 -0.032264999999999995 -0.089899999999999994 -0.074174999999999977
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=-0.0084557351721817938 0.013929536570447962 -0.025853927551434203 0.0040000340088770731 0.013062586046685249 0.0088592192804350448 -0.0097733388662299536
leaf_weight=0.0011580251685408131 0.0012756091572408168 0.001001206690121762 0.001014866670974618 0.0013396347707491875 0.0010133626180561909 0.00131127876718743
leaf_count=1458 261 215 198 857 391 530
internal_value=0 -0.00312789 -0.0108258 0.00308574 0.00386936 -0.00165099
internal_weight=0 0.00451373 0.00201607 0.00249766 0.00360025 0.00232464
internal_count=3910 2728 413 2315 1182 921
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=7
num_cat=0
split_feature=157 160 52 4 2 16
split_gain=1.98454e-05 5.37155e-05 3.13788e-05 4.2557e-05 3.95656e-05 2.92219e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091210000000000013 0.27020000000000005 0.092865000000000017 -0.055679999999999993
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=0.00025384750910081432 -0.00044607880632375005 0.0001986975119780098 0.00028547243063283602 0.00027057953730128182 -0.00038420994432847766 -0.00023401987464121562
leaf_weight=0.0010177720079943596 0.0010666184919979997 0.0014098918660352044 0.0014283682648313497 0.0012721022987492014 0.0015677467349854207 0.0010445384383520016
leaf_count=587 813 856 405 328 537 384
internal_value=0 -3.72918e-05 2.75665e-05 -4.20151e-05 -0.00014088 1.45448e-05
internal_weight=0 0.00778927 0.00672265 0.00529428 0.00402218 0.00245443
internal_count=3910 3323 2510 2105 1777 1240
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=5
num_cat=0
split_feature=3 2 160 0
split_gain=9.99074e-06 2.66922e-05 2.31443e-05 3.44903e-05
threshold=-0.075954999999999981 0.08400500000000001 1.0000000180025095e-35 -0.10462499999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.01628467364945746 -0.0032390287471756618 0.0028502468528101474 -0.0093856168028311135 0.015745171244013794
leaf_weight=0.0011847282220938966 0.0018617987636125686 0.0018951695155682022 0.0012019838169846798 0.0019692206649516821
leaf_count=730 363 1676 319 822
internal_value=0 -0.00451028 0.00272083 0.00651923
internal_weight=0 0.0030799 0.005033 0.00383102
internal_count=3910 2406 1504 1185
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=7
num_cat=0
split_feature=0 2 3 0 2 1
split_gain=9.37674e-06 2.64951e-05 3.06343e-05 3.2699e-05 1.5548e-05 1.03326e-08
threshold=-0.23029999999999998 0.11260500000000001 0.076695000000000013 -0.06402999999999999 1.0000000180025095e-35 0.084330000000000016
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=0.0082791428513625288 -0.018460981393578206 0.0094914416342094677 -0.018694167585032753 0.0081419174893921763 -0.00089774439073774101 0.0085962691669140764
leaf_weight=0.001165152830067206 0.0010073455049790258 0.0016859756549908672 0.0012345412773576018 0.0010019713280478761 0.0010088237225479558 0.0010001323036909924
leaf_count=144 709 626 217 102 1847 265
internal_value=0 -0.0014157 -0.00491653 -0.000683597 -0.00967292 0.00836888
internal_weight=0 0.00693879 0.00525281 0.00401827 0.00201617 0.0020021
internal_count=3910 3766 3140 2923 2556 367
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=8
num_cat=0
split_feature=11 16 16 16 2 4 13
split_gain=1.27691e-05 3.06159e-05 2.99204e-05 3.43062e-05 2.42047e-05 3.39922e-05 1.23904e-05
threshold=0.07677500000000001 -0.41862999999999995 0.15100500000000003 -1.0000000180025095e-35 0.097135000000000013 0.0033150000000000007 -0.060719999999999989
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=-0.00025435987690777654 -0.00021002843093079719 -3.2044750995205205e-05 3.593286959524116e-05 0.00048513746691933736 -0.00014751231366758803 0.00046323487240695416 -0.00027224794697897948
leaf_weight=0.0012590725111683524 0.0010054733995563583 0.0011363067511999849 0.0010043781374038088 0.0010248793180592328 0.0012025374431471939 0.0010030625374743442 0.0010019091481134033
leaf_count=390 285 1566 249 448 428 258 286
internal_value=0 2.5042e-05 8.0241e-05 0.000171307 7.50625e-05 0.000200172 -0.000117968
internal_weight=0 0.00763215 0.00637307 0.00436679 0.00334191 0.00213937 0.00200629
internal_count=3910 3625 3235 2700 2252 1824 535
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=6
num_cat=0
split_feature=49 51 42 13 2
split_gain=9.19861e-06 2.96467e-05 4.7333e-05 3.65469e-05 4.23448e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.0015650000000000002 0.10393500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0061461597048277179 0.023712297687932316 -0.01754552790600436 -0.015279611620955025 -0.0080015705563924056 -0.0014644891035634942
leaf_weight=0.0018622120497586705 0.0015737716075083944 0.0010102187136862301 0.0013112522011162597 0.0011847505023603383 0.001160751282922553
leaf_count=505 835 434 1363 528 245
internal_value=0 -0.00186232 0.00116672 0.00666909 0.0130252
internal_weight=0 0.00624074 0.00523053 0.00391927 0.00273452
internal_count=3910 3405 2971 1608 1080
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=7
num_cat=0
split_feature=1 42 160 16 4 13
split_gain=1.63661e-05 2.39255e-05 4.12323e-05 4.53849e-05 5.42034e-05 5.83336e-05
threshold=0.12730000000000002 0.085545000000000024 0.069910000000000014 -0.25582999999999995 -0.00072999999999999985 -0.0010249999999999997
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=0.00026231865145260382 0.00019859007431888198 -0.00023950601477549545 0.0003366404387189721 0.00029863477832105261 -0.00054678098624213068 -0.00034738459170457174
leaf_weight=0.0011901610576999511 0.00134081753116013 0.0017193236137320444 0.0012647025388002548 0.0011369027507119832 0.0010686692147203348 0.0010190836456415834
leaf_count=174 345 1430 354 727 322 558
internal_value=0 -3.68517e-05 2.44965e-05 -6.49227e-05 -0.000185701 -6.72326e-06
internal_weight=0 0.00739884 0.00567952 0.00441482 0.00322466 0.00215599
internal_count=3910 3565 2135 1781 1607 1285
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=7
num_cat=0
split_feature=49 151 160 3 3 4
split_gain=2.38606e-05 2.74263e-05 4.23401e-05 4.039e-05 5.28574e-05 5.49722e-05
threshold=0.10447000000000002 -0.076429999999999984 -0.063534999999999994 -0.13309499999999996 -0.074234999999999982 -0.0025899999999999994
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=0.0002444494124684203 0.00028434712407220114 0.00023744813903671733 -0.00050355107007979524 0.00024245545126604789 0.00013005482583273924 -0.00042267317962129921
leaf_weight=0.001137595695270434 0.0010018498341721428 0.0012697926910098531 0.001060366123562825 0.0013679677031826223 0.0010839331807421841 0.0019122626654102008
leaf_count=470 378 758 241 1330 301 432
internal_value=0 -3.70247e-05 -8.48568e-05 -0.000160303 -7.69037e-05 -0.000222713
internal_weight=0 0.00783192 0.00669432 0.00542453 0.00436416 0.0029962
internal_count=3910 3532 3062 2304 2063 733
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=6
num_cat=0
split_feature=15 16 16 15 16
split_gain=2.05002e-05 2.65721e-05 3.75751e-05 2.36501e-05 4.25821e-05
threshold=-0.03231499999999999 0.15100500000000003 -0.013279999999999998 -0.076594999999999983 -0.095109999999999986
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0002166790440829089 -0.00016855303834793824 -0.00030617067459440478 0.00031705468757869205 0.00035202804030455646 -0.00020386224680901888
leaf_weight=0.0019388036789913996 0.0015717715921091972 0.0015204240597804525 0.0010038976338063704 0.0010276120626495871 0.0017715294999549834
leaf_count=585 1298 293 583 408 743
internal_value=0 -0.000100619 2.07183e-05 8.87934e-05 1.58881e-05
internal_weight=0 0.00409609 0.00257567 0.00473795 0.00371033
internal_count=3910 2174 1881 1736 1328
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=8
num_cat=0
split_feature=157 160 52 15 2 13 16
split_gain=1.87038e-05 6.22768e-05 4.53413e-05 3.84433e-05 9.54228e-05 8.39235e-05 2.59182e-05
threshold=-0.060939999999999994 -1.0000000180025095e-35 0.10433000000000002 -0.14487999999999998 0.10457000000000001 -0.070604999999999987 -0.092014999999999986
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=0.00025122275080038481 -0.00046821745068029679 0.00031517690618365163 0.00041715147338077164 0.0004733272312187675 -0.00056885964704374238 7.2607572323287874e-05 -0.00034813142617903944
leaf_weight=0.0010049304366069175 0.0010887741750865891 0.0010192181116984757 0.0010239571726767555 0.0012334898287642876 0.0012533800941279967 0.0010115101406926953 0.0012692610893423235
leaf_count=572 821 302 240 520 414 165 876
internal_value=0 -3.27844e-05 3.68238e-05 -3.04734e-05 -0.000104366 6.12982e-05 -0.000161536
internal_weight=0 0.00789959 0.00681082 0.00578686 0.00476764 0.00351426 0.00228077
internal_count=3910 3338 2517 2277 1975 1561 1041
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=7
num_cat=0
split_feature=11 2 0 12 52 52
split_gain=2.08008e-05 2.60394e-05 4.87638e-05 4.93645e-05 2.92841e-05 3.45003e-05
threshold=0.077330000000000024 0.091985000000000011 -0.10575999999999998 0.085325000000000012 -0.048794999999999991 0.091210000000000013
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=0.00020394277322442669 -0.00026976183436306424 0.00038737756244834441 -1.0234967402696347e-05 -0.00058952726436480854 -0.00017109837451811539 0.00025312078739387603
leaf_weight=0.0013573541716150753 0.0010004353216151339 0.0012488307365527904 0.0012866443503832148 0.0010091394572466778 0.0015603369632111266 0.0013969288969691769
leaf_count=209 279 504 684 1345 443 446
internal_value=0 3.04264e-05 -9.06786e-05 -0.00026487 0.00013561 2.92908e-05
internal_weight=0 0.00785923 0.00365314 0.00229578 0.0042061 0.00295727
internal_count=3910 3631 2238 2029 1393 889
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=7
num_cat=0
split_feature=123 2 0 47 13 12
split_gain=2.44613e-05 4.51648e-05 5.21228e-05 5.95579e-05 6.52907e-05 4.86124e-05
threshold=1.0000000180025095e-35 0.12663500000000003 -0.23029999999999998 0.084695000000000006 -0.083514999999999992 0.091475000000000015
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=0.00040088049022240222 0.00028179435149343975 -0.00041878220612991173 0.00013374980256217168 0.00028763393053211537 -0.0005690089096661527 -5.0292486796127963e-05
leaf_weight=0.0011311702295693088 0.0010118073803357568 0.0010612451819922682 0.0017199456175537244 0.0014549790142537166 0.0016458286503796299 0.0012018651532578466
leaf_count=133 334 275 884 395 1032 857
internal_value=0 -4.13095e-05 1.46876e-05 -5.78473e-05 -0.000167897 -0.000350085
internal_weight=0 0.00821503 0.00715379 0.00602262 0.00456764 0.00284769
internal_count=3910 3576 3301 3168 2773 1889
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=7
num_cat=0
split_feature=11 48 0 15 16 0
split_gain=1.60414e-05 2.67258e-05 7.9618e-05 4.65528e-05 4.28904e-05 2.56599e-05
threshold=0.07677500000000001 0.083775000000000002 -0.18901999999999997 -0.017214999999999998 0.15100500000000003 -0.10131499999999999
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=-6.9755060154004321e-05 -0.00023485825130537962 -0.00017151131982108219 0.00054772159849449174 0.00028015655616464715 -0.00019038782566342072 -0.00049519528078215429
leaf_weight=0.0011646716125381777 0.0010114360249256563 0.0011421468115810354 0.001227922109498962 0.0019768030880436263 0.0011949723426922841 0.0010245071852046498
leaf_count=274 285 105 579 1700 144 823
internal_value=0 2.77326e-05 0.00020112 -4.89216e-05 0.000102878 -0.000268856
internal_weight=0 0.00773102 0.00237007 0.00536095 0.00317178 0.00218918
internal_count=3910 3625 684 2941 1844 1097
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=7
num_cat=0
split_feature=4 15 4 160 160 52
split_gain=9.66589e-06 3.23366e-05 2.43694e-05 2.24963e-05 2.83832e-05 7.07878e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.084835000000000008 -0.026849999999999995 0.071660000000000015
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=0.01131733495708985 0.016734559602725987 -0.0075172636780863186 -0.016299523890327017 0.013554762510767097 -0.023743137198229885 0.0078348041654872497
leaf_weight=0.0010434327025127068 0.0011990174541766417 0.0010154120932499506 0.0010076670997073182 0.001075835457888532 0.0014211407570386093 0.0014184186561748127
leaf_count=826 333 216 347 369 1049 770
internal_value=0 0.00561405 -0.00212222 0.0007587 -0.00278662 -0.0079693
internal_weight=0 0.00221443 0.00596649 0.00495883 0.00388299 0.00283956
internal_count=3910 549 3361 3014 2645 1819
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=7
num_cat=0
split_feature=376 43 2 457 1 16
split_gain=2.55508e-05 4.53076e-05 6.08049e-05 3.75306e-05 3.14984e-05 2.73574e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 0.041935000000000007 0.095575000000000007 -0.27337499999999998
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=0.00045650197540599707 0.00029871152322222472 -0.00040400720701077734 -0.00015072098154611467 0.00019310848802838181 -0.00030191415145791562 0.00011462851460002844
leaf_weight=0.0014020039313108466 0.0010026685597117743 0.0019114803992210812 0.001157440413125194 0.0010792676380251267 0.0010817740871016232 0.0013789043513728987
leaf_count=576 206 1519 841 174 167 427
internal_value=0 -3.3306e-05 0.000181902 -0.000134346 -0.000215178 -6.84938e-05
internal_weight=0 0.00801087 0.00255944 0.00545143 0.00437216 0.00246068
internal_count=3910 3704 1417 2287 2113 594
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=7
num_cat=0
split_feature=1 2 3 3 4 3
split_gain=9.11949e-06 2.29975e-05 2.14518e-05 3.48206e-05 2.51588e-05 3.42337e-05
threshold=0.076710000000000014 0.097360000000000016 -0.13309499999999996 -0.010319999999999998 0.0051950000000000008 0.11265500000000002
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=-0.016415750130651597 -0.010284626263201332 0.0034256976903898153 0.019047727478738074 -0.011965058653509365 0.019082742135711664 -0.0059016928246376525
leaf_weight=0.0010373806679076986 0.0011249951021617358 0.0013371002301767216 0.0012939575068640222 0.0011876844308972047 0.0010553919318298938 0.0011416875284527891
leaf_count=1488 324 520 884 294 204 196
internal_value=0 -0.00524278 0.00211381 0.00509501 -0.000238962 0.00609986
internal_weight=0 0.00237448 0.00580372 0.00467872 0.00338476 0.00219708
internal_count=3910 2008 1902 1578 694 400
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=6
num_cat=0
split_feature=49 51 42 4 4
split_gain=8.34944e-06 2.56484e-05 3.83515e-05 3.04224e-05 3.34566e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.25367000000000006 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0058308627382921739 0.0092882404487110957 -0.016284375573836246 -0.013669603054385858 0.019694636360926894 -0.013059366628908007
leaf_weight=0.0018782557047835151 0.001676507634154459 0.0010196497758082155 0.0013257059977743475 0.0011482772449807974 0.0011157632322640694
leaf_count=505 895 434 1363 271 442
internal_value=0 -0.00176756 0.00104318 0.00599296 0.000358362
internal_weight=0 0.0062859 0.00526625 0.00394055 0.00279227
internal_count=3910 3405 2971 1608 1337
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=6
num_cat=0
split_feature=43 52 0 3 43
split_gain=8.98731e-06 2.02749e-05 4.09639e-05 2.01995e-05 1.66853e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.15137999999999999 -0.075954999999999981 0.013605000000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0028102183117016959 -0.013429245474083921 0.01438733311354139 -0.013381039990911761 0.014005005336307269 0.0032884351599878829
leaf_weight=0.001658028024869378 0.001280871160028803 0.0014551153183017889 0.0015012174033621054 0.0012552209217939481 0.0010007641022755928
leaf_count=1261 427 230 917 575 500
internal_value=0 -0.00249387 0.0010458 0.0044349 -0.00671344
internal_weight=0 0.00523797 0.0039571 0.00291325 0.00250198
internal_count=3910 2074 1647 1836 1417
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=6
num_cat=0
split_feature=42 43 51 43 1
split_gain=9.25403e-06 2.61921e-05 2.54303e-05 2.50189e-05 2.67155e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.0093849999999999992 -0.083684999999999996 0.099595000000000017
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.008604957249293636 -0.0085436532146890599 -0.013261294354756035 0.0204749547643992 -0.00592874051554961 0.011318206304159539
leaf_weight=0.0010868934992767998 0.0012967079410104781 0.0010502654005466929 0.0010998998759556722 0.0016882498269679242 0.0019190253033889747
leaf_count=1060 716 223 428 1032 451
internal_value=0 0.00130769 0.00385626 0.00727212 0.00324642
internal_weight=0 0.00705415 0.00600388 0.00470718 0.00360728
internal_count=3910 2850 2627 1911 1483
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=8
num_cat=0
split_feature=157 160 52 3 16 12 15
split_gain=2.28601e-05 5.80077e-05 3.89834e-05 4.20998e-05 5.4926e-05 5.40299e-05 5.23546e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.10433000000000002 -0.074234999999999982 -0.012324999999999997 0.097345000000000015 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00028186617665409389 -0.0004538952987512902 -7.2893039265059216e-05 0.00039053430878152595 -0.00030852261225091472 -0.00053023863710490251 0.00051013516063701627 0.00030361212062217499
leaf_weight=0.0010039361188026496 0.0010824366317957112 0.0015164012519449672 0.0010087286087992406 0.0010397608137622015 0.0011042247994549428 0.0010236161672455067 0.0011113429911490981
leaf_count=587 813 1204 240 287 285 244 250
internal_value=0 -3.22826e-05 3.47903e-05 -2.713e-05 -0.000174752 0.000162065 7.72974e-06
internal_weight=0 0.00788651 0.00680407 0.00579535 0.00325533 0.00254002 0.0021511
internal_count=3910 3323 2510 2270 822 1448 537
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=8
num_cat=0
split_feature=157 160 12 52 13 16 16
split_gain=2.48646e-05 6.90714e-05 3.49554e-05 2.41411e-05 3.69644e-05 9.06295e-05 2.7994e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.023959999999999995 -0.081429999999999989 -0.11267999999999999 -0.072804999999999981 -0.27337499999999998
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=0.00028735556522707076 -0.00050242533345961759 -0.0002855032860611871 0.00034515312626291463 0.00033001866952887587 -5.9217408046466969e-05 -0.00055514797804377301 0.00037821066578132696
leaf_weight=0.0010095421244301879 0.0010702197192689498 0.0011033434222583807 0.0011827332467587671 0.0011672346017207978 0.0012085396188797068 0.0010394910344805938 0.0010522130914033716
leaf_count=587 813 391 489 131 206 381 912
internal_value=0 -3.96177e-05 3.37223e-05 9.6059e-05 3.01131e-05 -7.59579e-05 0.000144373
internal_weight=0 0.00782377 0.00675356 0.00565021 0.00446748 0.00330024 0.00226075
internal_count=3910 3323 2510 2119 1630 1499 1118
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=6
num_cat=0
split_feature=15 15 150 3 13
split_gain=1.69745e-05 2.91367e-05 3.13629e-05 2.64695e-05 4.27439e-05
threshold=-0.03231499999999999 -0.11739999999999999 0.08486500000000001 0.10666500000000002 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.00010969368608548599 -0.00052235654049605229 4.495926121279645e-05 0.00047191877683954635 0.00015410793822372401 -2.4439702128160088e-05
leaf_weight=0.0019215576721083277 0.0010057465651542364 0.0017869221643634788 0.0010502132726226904 0.0011721879454993922 0.0019442592954160075
leaf_count=614 1105 884 238 114 955
internal_value=0 7.67377e-05 0.000203005 -9.51513e-05 -0.000194195
internal_weight=0 0.00475869 0.00283714 0.00412219 0.00295001
internal_count=3910 1736 1122 2174 2060
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=7
num_cat=0
split_feature=49 43 2 48 0 16
split_gain=1.50801e-05 2.73604e-05 4.68692e-05 4.16291e-05 3.45535e-05 4.40117e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 0.086125000000000021 0.0059850000000000016 -0.087089999999999987
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=-6.814123092776447e-05 0.00022086286311370266 0.00041239507617125992 0.00045275488606911037 -0.00046051549781509589 -0.00029737574896793396 -0.00011086978793248201
leaf_weight=0.0018673809383487308 0.001010934866701921 0.0010475381545092376 0.0010306653454044529 0.0010929443466459647 0.0012203884806839338 0.001507114888906415
leaf_count=1139 408 548 464 269 214 868
internal_value=0 -3.3728e-05 0.000117111 -0.000123527 -2.59621e-05 0.000103696
internal_weight=0 0.00776603 0.00289805 0.00486799 0.00377504 0.00255465
internal_count=3910 3502 1603 1899 1630 1416
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=8
num_cat=0
split_feature=157 160 12 160 16 16 16
split_gain=2.48092e-05 5.92642e-05 2.82529e-05 3.00388e-05 3.11033e-05 6.01699e-05 2.40232e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.023959999999999995 0.086110000000000006 -0.074204999999999979 -0.50909499999999996 0.20277000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.00028459109013128714 -0.00046332904859562298 -0.00025738170563413423 -6.5175657167873652e-05 -0.00021841911661931202 -0.0002470462599731571 0.00053497966839467185 0.00018103734832323689
leaf_weight=0.0010050267747809321 0.0011068440825637163 0.0011317065824921384 0.0010898682534667512 0.0010472675415496768 0.001015457744501029 0.001563824972363516 0.0010006624356711535
leaf_count=563 828 391 134 328 385 1003 278
internal_value=0 -4.23578e-05 2.56761e-05 8.17079e-05 0.000149015 0.000288497 -3.45752e-05
internal_weight=0 0.00795563 0.00684879 0.00571708 0.00466981 0.00265369 0.00201612
internal_count=3910 3347 2519 2128 1800 1137 663
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=7
num_cat=0
split_feature=150 1 12 4 43 0
split_gain=1.06361e-05 1.92211e-05 3.41473e-05 2.61976e-05 3.08057e-05 1.4955e-05
threshold=0.10559 0.12811000000000003 0.098845000000000016 -0.0010999999999999996 -0.079109999999999986 -0.15137999999999999
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=-0.0041671065718383938 -0.0096676136266848484 0.014012070118757568 -0.017464308337502461 0.0029725075270748543 0.016702018542930283 -0.013686019143237488
leaf_weight=0.0011547768332354779 0.0010034654707760313 0.0010237416334228453 0.0010235770778496793 0.0010184953820899355 0.0018254946449577979 0.0011444624722950097
leaf_count=772 233 307 502 158 1331 607
internal_value=0 0.00132262 -0.000783931 0.00253571 0.00861578 -0.00584184
internal_weight=0 0.00719055 0.00616681 0.00514323 0.00298027 0.00216296
internal_count=3910 3677 3370 2868 2103 765
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=7
num_cat=0
split_feature=49 151 150 47 4 43
split_gain=1.23801e-05 2.95948e-05 3.69787e-05 4.01049e-05 5.03426e-05 3.54733e-05
threshold=0.10251500000000001 -0.076429999999999984 0.087235000000000021 0.09252500000000001 0.05309500000000001 -0.078454999999999983
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=0.00026447036815396147 0.0002020917431388327 0.00020722860066650311 -0.00041688090126360542 -0.00033667564818132289 0.00039668070947533455 -0.00022732056923465869
leaf_weight=0.0011283980349777222 0.0010077437350460138 0.0011536013997825033 0.0010484292056517274 0.0011767878421572167 0.0012881228111818544 0.0019315331538072036
leaf_count=470 408 641 215 243 462 1471
internal_value=0 -2.89745e-05 -7.91562e-05 -1.53585e-05 7.11039e-05 -6.48328e-05
internal_weight=0 0.00772687 0.00659847 0.00555005 0.00437326 0.00308513
internal_count=3910 3502 3032 2817 2574 2112
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=7
num_cat=0
split_feature=39 3 4 52 12 4
split_gain=9.26852e-06 2.94763e-05 3.14032e-05 3.50222e-05 1.9706e-05 2.17645e-06
threshold=0.088025000000000006 0.13772500000000001 -0.034289999999999994 -0.07984999999999999 0.090840000000000018 0.15927500000000003
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=-0.011807050207448815 -0.0090381958398416881 0.01699673990398835 0.019349747302848826 0.0074683797765489881 -0.012281293282763573 0.00090795087784141602
leaf_weight=0.0019645156537136466 0.0010009707797135623 0.0010181485168098085 0.0010477427642710969 0.001006712089498273 0.0011369564729651173 0.0010160937186784954
leaf_count=1729 334 205 456 540 420 226
internal_value=0 0.00123243 -0.00136808 0.00350596 -0.00174767 0.00417295
internal_weight=0 0.00719017 0.00617202 0.00420751 0.00315976 0.00202281
internal_count=3910 3576 3371 1642 1186 766
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=6
num_cat=0
split_feature=150 3 15 0 0
split_gain=8.71019e-06 1.60857e-05 4.37828e-05 4.19673e-05 3.3017e-05
threshold=0.10559 0.092005000000000017 -0.09547499999999999 -0.06402999999999999 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.018636834677285507 -0.0087490727930696604 -0.018036189273101261 -0.014078627407674231 0.0083623960108634449 0.0058765464677366479
leaf_weight=0.0015052156043560963 0.0010029479381227129 0.0011162159183471772 0.0015339597240664861 0.0018245706157979909 0.0011961611155067277
leaf_count=636 233 146 2165 486 244
internal_value=0 0.00119998 0.0044645 -0.00188721 -0.00566646
internal_weight=0 0.00717612 0.00486375 0.00335853 0.00231238
internal_count=3910 3677 3287 2651 390
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=49 51 42 13 2
split_gain=7.81175e-06 2.31385e-05 3.5212e-05 2.85661e-05 4.22008e-05
threshold=-0.047894999999999993 0.083165000000000017 0.084100000000000022 0.0015650000000000002 0.10393500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0056356583239441328 0.021954019812731696 -0.015531703926792491 -0.01317783874058755 -0.0071886633013402042 -0.0031169839873791162
leaf_weight=0.0018809234287252355 0.0015805674217628939 0.0010155049102476129 0.0013211405953633291 0.0012001022083532042 0.0011671958457391773
leaf_count=505 835 434 1363 528 245
internal_value=0 -0.0017102 0.000953647 0.0056827 0.0113044
internal_weight=0 0.00628451 0.00526901 0.00394787 0.00274776
internal_count=3910 3405 2971 1608 1080
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=6
num_cat=0
split_feature=43 4 4 3 3
split_gain=9.13121e-06 2.06752e-05 3.14817e-05 2.69516e-05 1.69668e-05
threshold=-0.044024999999999988 -0.23071499999999998 -0.0010999999999999996 0.096385000000000012 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0021556446895288355 -0.015270192789201496 0.014835712255708441 -0.014268993762493843 0.0044486436704709136 0.01324719632161722
leaf_weight=0.0016633219158318389 0.001022473168383508 0.0011328074261052028 0.0014987484217974553 0.001580525009592037 0.0012545506237221773
leaf_count=1267 232 1072 499 259 581
internal_value=0 -0.00251441 0.000582032 -0.00466163 0.00446687
internal_weight=0 0.00523455 0.00421208 0.00307927 0.00291787
internal_count=3910 2062 1830 758 1848
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=7
num_cat=0
split_feature=160 12 4 12 15 12
split_gain=9.19831e-06 2.57109e-05 2.13541e-05 5.87001e-05 2.56765e-05 2.36568e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.074650000000000008 0.091555000000000011 -0.073314999999999991 0.093870000000000023
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=-0.0063964383520780724 -0.012676235369511492 0.020435847583879906 0.0018333697447999592 -0.020559678160329359 -0.00095952590375842175 0.023286000388737668
leaf_weight=0.0017679079595743384 0.0010341531286883927 0.0010001234665316194 0.0010297436637080196 0.0010068324545067686 0.0012772576541656793 0.0010264138922689609
leaf_count=1218 393 229 191 790 937 152
internal_value=0 0.00175581 0.00455055 -0.000452876 0.00843636 0.0125423
internal_weight=0 0.00637452 0.00534037 0.00328421 0.00227738 0.00205616
internal_count=3910 2692 2299 1956 1166 343
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=7
num_cat=0
split_feature=11 2 0 12 16 13
split_gain=2.19685e-05 4.04955e-05 4.61596e-05 4.85518e-05 3.22348e-05 5.63061e-05
threshold=0.077165000000000025 0.091985000000000011 -0.10575999999999998 0.051320000000000005 -0.15595499999999998 -0.00059999999999999995
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=0.00017381793169427213 -0.00027399129918297219 -7.3534857016446326e-05 3.9754287650784234e-05 -0.00053221890076052497 0.00060791040039704237 4.7505923046590835e-05
leaf_weight=0.001332628766241959 0.0010002802160676031 0.0014492477233362219 0.0010081048202955206 0.0013146608609163185 0.0012011138839360441 0.0016176648009673569
leaf_count=207 282 348 267 1762 658 386
internal_value=0 3.43882e-05 -0.000117081 -0.000283977 0.000164115 0.000286301
internal_weight=0 0.00792342 0.00365539 0.00232277 0.00426803 0.00281878
internal_count=3910 3628 2236 2029 1392 1044
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=7
num_cat=0
split_feature=376 43 0 47 4 3
split_gain=3.76786e-05 3.83809e-05 4.5949e-05 4.40446e-05 0.000101643 5.21311e-05
threshold=0.048375000000000008 -0.074254999999999988 -0.070894999999999986 0.077065000000000008 -0.06272999999999998 0.096385000000000012
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=-0.0001426833316127054 0.00035308191153588382 -0.00051673369677380078 0.00037695878961305814 -0.0004503357963504082 -8.691673967735808e-05 0.00042532073055927771
leaf_weight=0.0011714169309520656 0.0010160326176138898 0.0012374732114019686 0.0014817921303865726 0.0013301947424211088 0.0016602690818401538 0.0014147689482314121
leaf_count=1104 206 1151 313 287 625 224
internal_value=0 -4.69653e-05 0.000147532 -0.000138418 -4.22071e-05 0.000148754
internal_weight=0 0.00829592 0.00265321 0.00564271 0.00431251 0.00307504
internal_count=3910 3704 1417 2287 2000 849
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=5
num_cat=0
split_feature=2 13 2 2
split_gain=8.93194e-06 1.97353e-05 3.3191e-05 1.65361e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 0.11339500000000001
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.0024211811456171916 0.011318035442001535 0.008681497182670599 -0.016960867482572372 -0.0025136308648642052
leaf_weight=0.0019151177196631685 0.0015943424598783651 0.0011239021679860547 0.0016402509898585421 0.0018877337641830213
leaf_count=1090 499 219 1455 647
internal_value=0 -0.00286927 -0.00652063 0.00381949
internal_weight=0 0.00467927 0.00355537 0.00348208
internal_count=3910 2764 2545 1146
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=7
num_cat=0
split_feature=2 52 0 12 0 0
split_gain=8.47795e-06 2.2529e-05 2.22509e-05 4.94902e-05 3.00243e-05 2.16436e-05
threshold=0.10946500000000002 0.092885000000000009 -0.053834999999999994 0.089125000000000024 -0.13506999999999997 -0.13506999999999997
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=0.0079437930021264008 -0.002893373187457444 -0.015469498348225884 -0.0095007348064884232 0.023884392553952832 -0.015470874892174444 0.016138509355832834
leaf_weight=0.0011808775464923714 0.0014645465218565794 0.001036872994192797 0.0014380795559489259 0.0010029037964022925 0.001021261638972291 0.0010093577257547027
leaf_count=230 208 663 333 775 1142 559
internal_value=0 -0.00214228 0.000833872 0.00547094 -0.00291497 0.00487167
internal_weight=0 0.00568 0.00464312 0.00320504 0.00220214 0.0024739
internal_count=3910 3143 2480 2147 1372 767
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=7
num_cat=0
split_feature=49 43 2 48 2 3
split_gain=1.67299e-05 2.56446e-05 4.27326e-05 3.95733e-05 3.82037e-05 3.34244e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 0.086125000000000021 0.10113500000000002 -1.0000000180025095e-35
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=-6.3936847809932006e-05 0.00023095607486656628 -0.00011235043576860483 0.00043228597693049117 -0.000450125543201113 -0.00028490809056897333 0.00035015237319029258
leaf_weight=0.001893909788186772 0.0010345409205962898 0.0011799987120923302 0.0010301191126963795 0.0010924063551941768 0.0013938280079722272 0.0012238047589146453
leaf_count=1139 408 1030 464 269 411 189
internal_value=0 -3.43832e-05 0.00011088 -0.000121244 -2.66398e-05 0.000123115
internal_weight=0 0.00781407 0.00292403 0.00489004 0.00379763 0.0024038
internal_count=3910 3502 1603 1899 1630 1219
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=3 3 2 1 3 3
split_gain=1.9634e-05 2.44878e-05 3.69655e-05 2.71825e-05 9.00313e-05 3.39773e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 0.094385000000000011 0.090325000000000003 0.090325000000000003
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=0.00025321914812976177 -0.0004516883052721872 -0.00035377391949200645 4.1123650129981445e-05 0.0005849398429724022 -0.00010226874433253165 0.00012595377708359806
leaf_weight=0.0010022242883325691 0.0011738553859939106 0.0012118275877123119 0.0011669079717004801 0.0011638545085552857 0.0019796865810464293 0.0010677621111290078
leaf_count=259 1105 569 1042 456 358 121
internal_value=0 -3.83994e-05 -0.000206014 3.39473e-05 0.000152161 -0.000129069
internal_weight=0 0.00776389 0.00234076 0.00542313 0.00314354 0.00227959
internal_count=3910 3651 2147 1504 814 690
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=7
num_cat=0
split_feature=15 49 1 15 16 151
split_gain=9.12228e-06 2.07091e-05 3.56439e-05 6.29711e-05 3.65579e-05 2.30069e-05
threshold=0.079360000000000014 -0.006494999999999999 1.0000000180025095e-35 -0.038029999999999987 -0.071799999999999989 -0.048789999999999993
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=0.0034934268155629843 -0.0089190846025172781 -0.007945203973387294 0.012328199055215823 0.031324203588373199 -0.011837445508457787 -0.017774782066766852
leaf_weight=0.0010024593449780282 0.0010094265427295227 0.0015651938508324135 0.0014356632954019997 0.0010077702457066849 0.0011100465174196915 0.0010324738227265574
leaf_count=421 1436 805 371 318 318 241
internal_value=0 0.00123586 0.00462832 0.0101665 0.00179087 -0.00729753
internal_weight=0 0.00715361 0.00511867 0.00355348 0.00254571 0.00203493
internal_count=3910 2474 1812 1007 689 662
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=7
num_cat=0
split_feature=15 151 16 1 2 0
split_gain=2.51535e-05 3.65315e-05 5.70064e-05 3.53613e-05 2.61297e-05 2.28685e-05
threshold=-0.26361999999999991 -0.076429999999999984 -0.085924999999999987 0.10752500000000002 0.106285 -0.029849999999999998
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=0.00028064932417921109 0.00024099188150273636 -0.00050829232549381477 9.3704385342245698e-05 -4.3924417588301721e-05 0.00030536296968107924 -0.00026335556751853965
leaf_weight=0.0010440558545583576 0.0014308758336722448 0.0016147757472062252 0.0016770034750821327 0.0010342969139807677 0.0010773763524526353 0.0011712927667103649
leaf_count=302 567 835 1490 113 416 187
internal_value=0 -4.29339e-05 -0.000104725 -0.000326986 4.52577e-05 -5.31279e-05
internal_weight=0 0.00800562 0.00657475 0.00264907 0.00392567 0.0028483
internal_count=3910 3608 3041 948 2093 1677
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=7
num_cat=0
split_feature=49 43 2 48 16 2
split_gain=1.49015e-05 2.5541e-05 4.82845e-05 4.73253e-05 3.0296e-05 2.0591e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 0.086125000000000021 -0.094359999999999986 0.093655000000000002
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=-7.395415976631154e-05 0.00022127212975052069 0.00019754007041428162 0.00045765792403023984 -0.00048024078261419475 3.11982280394383e-05 -0.00034696183296333986
leaf_weight=0.0018453914995086402 0.001016044614647907 0.0015340459865071519 0.0010199001241415996 0.0010791570914171324 0.0010894856733115325 0.0011254504507397076
leaf_count=1139 408 387 464 269 879 364
internal_value=0 -3.13809e-05 0.000115273 -0.000118414 -1.42606e-05 -0.000160952
internal_weight=0 0.00769343 0.00286529 0.00482814 0.00374898 0.00221494
internal_count=3910 3502 1603 1899 1630 1243
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=8
num_cat=0
split_feature=49 2 52 13 43 0 3
split_gain=1.8646e-05 2.69679e-05 3.31859e-05 3.6247e-05 7.25136e-05 4.28467e-05 2.77341e-05
threshold=0.10478000000000001 0.10946500000000002 0.084890000000000007 1.0000000180025095e-35 -0.019509999999999996 -0.13027499999999997 0.11818000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3
right_child=-2 6 -4 -5 5 -7 -8
leaf_value=0.00046531112413614244 0.00025224637210417719 0.00039497299245493464 -0.0003710053146723968 -0.00030138185761301281 0.00013487332013357748 -0.00042272439387760954 -6.3907186371306662e-05
leaf_weight=0.0012336143615625217 0.0010014504158050224 0.0010054318993821382 0.0013300377261919582 0.0012725540888176221 0.0011051387139500686 0.001017771729603345 0.0010201905715344847
leaf_count=849 372 422 997 334 164 607 165
internal_value=0 -3.15882e-05 -9.80254e-05 -1.95921e-05 8.72424e-05 -0.000132452 0.000163861
internal_weight=0 0.00798474 0.00595912 0.00462908 0.00335652 0.00212291 0.00202562
internal_count=3910 3538 2951 1954 1620 771 587
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=6
num_cat=0
split_feature=160 52 49 4 2
split_gain=8.01979e-06 2.7531e-05 4.16153e-05 4.7868e-05 7.51838e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.15045000000000003 0.090815000000000021
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0059662309811559251 0.016004054197455674 0.014227894582377701 -0.00017079726101829561 0.0069692626346151941 -0.035988861445275189
leaf_weight=0.0017771759579280622 0.0010432904884574816 0.00136447620952811 0.0013822496485880764 0.0016011594454128793 0.0010173574231063763
leaf_count=1218 206 416 1114 385 571
internal_value=0 0.00162592 -0.00178306 -0.00642145 -0.0153565
internal_weight=0 0.00640853 0.00504406 0.00400077 0.00239961
internal_count=3910 2692 2276 2070 1685
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=7
num_cat=0
split_feature=52 52 15 2 0 15
split_gain=9.37259e-06 2.62277e-05 2.36894e-05 2.81133e-05 3.02639e-05 7.44937e-06
threshold=-0.048794999999999991 -0.092854999999999979 -0.19153499999999998 0.11005500000000001 -0.032484999999999993 -0.024209999999999999
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=-0.0051765894112650295 -0.016350680916164224 0.014178066871120068 -0.0032936637431497211 0.013222743337195234 -0.017923826038137736 0.0088796036817410592
leaf_weight=0.0013768150778926203 0.0010003356161774595 0.0014245930584643367 0.0010011360957877255 0.001272316432279306 0.0010818066626852542 0.001009683936462869
leaf_count=777 321 413 559 302 122 1416
internal_value=0 0.00466579 -0.00247044 0.000710568 -0.00443698 0.00281884
internal_weight=0 0.00280141 0.00536528 0.00436494 0.00309263 0.00201082
internal_count=3910 1190 2720 2399 2097 1975
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=7
num_cat=0
split_feature=16 4 13 0 1 15
split_gain=2.3331e-05 2.97595e-05 2.63221e-05 5.14709e-05 4.75531e-05 2.49827e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.13934999999999997 -0.017269999999999997 0.11097000000000001 -0.063364999999999991
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=-0.00028429293158925491 -0.00028637598240862158 0.00028577822984376841 0.00020568154486703694 0.00036427510218453129 -0.00044791563692129138 -0.0001691160344006249
leaf_weight=0.0010531911491303394 0.0012410568494714619 0.0013980529579364458 0.001621809807681913 0.001327888792988913 0.0010134602544406087 0.0011821727459299725
leaf_count=179 199 407 841 305 189 1790
internal_value=0 2.66619e-05 -3.00616e-05 3.17616e-05 -8.39024e-05 4.76651e-05
internal_weight=0 0.00778444 0.00638639 0.00514533 0.00381744 0.00280398
internal_count=3910 3731 3324 3125 2820 2631
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=7
num_cat=0
split_feature=0 49 457 2 2 3
split_gain=1.35951e-05 3.33614e-05 6.23149e-05 3.64797e-05 5.62707e-05 2.84212e-05
threshold=0.055865000000000005 -0.084114999999999981 0.041935000000000007 0.10796500000000002 0.086650000000000019 -0.075954999999999981
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=-0.00036722045143728303 0.00016637636831871562 -0.00036818885812306759 0.00045480330009484957 -0.00030592008482956676 0.0004048437386754904 6.517803541606085e-05
leaf_weight=0.0010172077757997673 0.0015126864353072608 0.0010528684399306765 0.0010361826571979108 0.0017144429214738998 0.0011224199019327676 0.0013004769329174541
leaf_count=256 255 1054 268 596 1115 366
internal_value=0 -3.79991e-05 1.5786e-05 -7.18603e-05 4.35912e-05 -0.000128707
internal_weight=0 0.0072436 0.00622639 0.00519021 0.00347577 0.00235335
internal_count=3910 3655 3399 3131 2535 1420
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=6
num_cat=0
split_feature=0 2 49 2 15
split_gain=1.01192e-05 1.89871e-05 3.48304e-05 5.20668e-05 3.04133e-05
threshold=0.055865000000000005 0.11230000000000001 -0.073619999999999977 0.089785000000000018 -0.064869999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014943453262662177 0.0076835885995023973 -0.010200414068224768 -0.01410293533326128 0.02264494555524835 0.007533514943079675
leaf_weight=0.0010063743219950938 0.0014075398448958271 0.0018723358162525379 0.0011687536507896266 0.0012598834569191079 0.0014627730294315495
leaf_count=265 255 628 524 841 1397
internal_value=0 -0.00163518 0.00163916 0.00592766 -0.00207599
internal_weight=0 0.00677012 0.00489778 0.00389141 0.00263153
internal_count=3910 3655 3027 2762 1921
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=7
num_cat=0
split_feature=15 42 43 2 15 16
split_gain=1.0088e-05 2.05965e-05 3.74381e-05 3.03156e-05 1.58716e-05 2.69691e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.079109999999999986 0.113945 -0.033649999999999992 -0.092014999999999986
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=0.014306241027584963 -0.0093785750934857401 -0.020792249358605804 0.0064535824808206604 -0.0091730071330171203 0.015547589970031883 -0.0086811551330728647
leaf_weight=0.001021231741899384 0.001010870593190793 0.0010159937149464894 0.0010014272225735816 0.0012111575344677054 0.0018828115002828185 0.0010202591707634753
leaf_count=267 1436 679 505 326 350 347
internal_value=0 0.00129377 -0.0072677 0.00465707 0.00892544 0.00281802
internal_weight=0 0.00715288 0.00201742 0.00513546 0.0039243 0.00204149
internal_count=3910 2474 1184 1290 964 614
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.41238e-05 2.41708e-05 5.21349e-05 2.94822e-05 2.56602e-05
threshold=0.27608500000000008 -0.075719999999999996 -0.0021099999999999995 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00022432207739293131 0.00015839432557905212 0.00024616508445655136 -0.00052301248954155692 -0.00010222057372962939 -0.00010126004633366252
leaf_weight=0.0011003349717971156 0.0016744181964561027 0.0016278274091042391 0.001216624026575402 0.0013510260740940069 0.0016415455981653364
leaf_count=495 441 1503 377 452 642
internal_value=0 -4.22483e-05 -9.24994e-05 -0.000301603 7.17236e-05
internal_weight=0 0.00693736 0.00583702 0.00256765 0.00326937
internal_count=3910 3469 2974 829 2145
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=9.89551e-06 2.34869e-05 4.4257e-05 3.2382e-05 2.43259e-05
threshold=0.27608500000000008 -0.075719999999999996 -0.0021099999999999995 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.012073602737329396 0.0070368005768552946 0.012527107116410641 -0.026585141914842337 -0.0034889633278255196 -0.0052116418711621766
leaf_weight=0.0010359449771784801 0.0015952190405946944 0.0015372532209965276 0.0011522604699796284 0.0012829510180826511 0.0015551637659264824
leaf_count=495 441 1503 377 452 642
internal_value=0 -0.00174436 -0.00433401 -0.0144173 0.00360636
internal_weight=0 0.00656357 0.00552763 0.00243521 0.00309242
internal_count=3910 3469 2974 829 2145
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=7
num_cat=0
split_feature=11 2 3 42 0 0
split_gain=1.55656e-05 3.72258e-05 3.05297e-05 2.62546e-05 7.04811e-05 2.62226e-05
threshold=0.07677500000000001 0.091985000000000011 0.088060000000000013 0.085195000000000007 -0.10131499999999999 -0.14136999999999997
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=8.3886811725810662e-05 -0.00023010361594158132 0.00035732204092737768 -0.00015462560352550868 0.00014188700399726321 -0.00057128659058871699 0.00025470437521229284
leaf_weight=0.0013300797838706668 0.0010197991978446218 0.0016848403648174796 0.0014500069750251945 0.0010486581941108217 0.001201552119143696 0.0010285141340088968
leaf_count=185 285 1037 156 947 1101 199
internal_value=0 2.76002e-05 0.000153671 -0.000119003 -0.000227069 1.52344e-05
internal_weight=0 0.00774365 0.00416336 0.00358029 0.00253163 0.00247852
internal_count=3910 3625 1392 2233 1286 355
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 16
split_gain=9.51312e-06 2.23518e-05 2.16321e-05 2.9902e-05 3.31928e-05 1.87584e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 -0.16268499999999997
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=0.014843748845138716 -0.004997681183431496 -0.015540984994981317 0.012635456565183568 -0.015741389203226343 -0.0093775089095162953 0.012643338333601598
leaf_weight=0.0012180222594826012 0.0010470228132535828 0.0010384826182674757 0.0011426455544131671 0.0012338486266174008 0.0010565743126885983 0.0014205865202335959
leaf_count=297 257 663 231 434 1518 510
internal_value=0 -0.00227639 0.000685288 -0.00320669 0.00359272 0.00515814
internal_weight=0 0.00568957 0.00465109 0.00350845 0.0022746 0.00246761
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=6
num_cat=0
split_feature=43 2 457 1 3
split_gain=2.1182e-05 2.45479e-05 2.21879e-05 2.64114e-05 4.24597e-05
threshold=-0.044024999999999988 0.093815000000000009 0.041935000000000007 0.11198000000000001 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-1.5054113745681595e-05 -5.1003429326229955e-05 0.00033402654448901834 0.00017643306632688049 6.8803507028642621e-05 -0.00051859601546944524
leaf_weight=0.0019846105120953691 0.0018405716031018719 0.001270201066534968 0.0010838381077789136 0.0016120394507116507 0.0012561960834195814
leaf_count=1239 1413 609 174 312 163
internal_value=0 0.000121176 -7.65099e-05 -0.00013473 -0.000240681
internal_weight=0 0.00325481 0.00579265 0.00470881 0.00309677
internal_count=3910 1848 2062 1888 1576
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=6
num_cat=0
split_feature=43 52 1 16 43
split_gain=1.06999e-05 1.98446e-05 3.06636e-05 4.98164e-05 1.89845e-05
threshold=-0.044024999999999988 -0.074484999999999982 0.087545000000000026 -0.25582999999999995 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0021338274563960451 -0.013573678788934236 -0.012377794413864524 -0.0075844019347476189 0.019439088183967543 0.014167166779725987
leaf_weight=0.0016745073549191943 0.0012769420080473099 0.0012265390740143333 0.0012950693068275632 0.0014414183563327388 0.0012461234063759225
leaf_count=655 426 965 223 448 1193
internal_value=0 -0.00273229 0.000760955 0.00664996 0.00482119
internal_weight=0 0.00523997 0.00396303 0.00273649 0.00292063
internal_count=3910 2062 1636 671 1848
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=6
num_cat=0
split_feature=151 4 0 42 1
split_gain=9.64617e-06 2.64928e-05 3.1416e-05 1.2929e-05 1.77266e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15517999999999996 0.086700000000000013 0.081540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0091398854907954359 -0.017225490082156372 0.014464506582853585 0.011439086799269081 -0.0069409082997594481 -0.0026547778633044922
leaf_weight=0.0010163669404864529 0.0010492936010076618 0.0012546546991227025 0.0019253597220448239 0.0012391699581780751 0.0016634051268149133
leaf_count=406 165 375 1130 1173 661
internal_value=0 0.00127327 -0.00154276 0.00186569 0.00490653
internal_weight=0 0.00713188 0.00587723 0.00482793 0.00358876
internal_count=3910 3504 3129 2964 1791
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.45288e-05 4.15409e-05 4.78251e-05 2.7956e-05 3.77307e-05 4.42506e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00029003348310421476 -0.00029277323739451114 0.0004459308824545306 -0.00037453361049469486 -0.00027305415046904549 0.00031121069540062621 0.00014530675673015786
leaf_weight=0.0012966195044715077 0.0010173794862850969 0.0012110373570333654 0.0010525692826167563 0.0010461151479715892 0.0017045658402305101 0.0015665429077260449
leaf_count=394 279 195 916 316 560 1250
internal_value=0 3.0748e-05 9.39515e-05 1.45703e-05 8.41612e-05 -6.36068e-05
internal_weight=0 0.00787745 0.00658083 0.00536979 0.00432368 0.00261911
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=6
num_cat=0
split_feature=160 12 160 0 0
split_gain=1.95022e-05 2.64472e-05 2.51361e-05 4.08818e-05 5.6616e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.087825000000000014 0.012625000000000003 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00018257299084357075 -0.00023485712467728466 1.9005941427608536e-05 -0.00018246794787384364 -0.00016977022062523731 0.00050887233631350911
leaf_weight=0.0019314468150930649 0.0011262061187324469 0.0018797737355794994 0.0010422623589258755 0.0011431647466196072 0.0017529586561865664
leaf_count=1218 393 298 357 180 1464
internal_value=0 4.01774e-05 9.34151e-05 0.000153622 0.000255389
internal_weight=0 0.00694437 0.00581816 0.0047759 0.00363273
internal_count=3910 2692 2299 1942 1762
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=6
num_cat=0
split_feature=160 52 49 4 2
split_gain=1.00574e-05 2.08171e-05 3.86565e-05 4.25172e-05 6.5861e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.15045000000000003 0.090815000000000021
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0066840844455401203 0.015960291667903293 0.012833453371780119 0.00011707096009859503 0.0069661707337432032 -0.033526234884274621
leaf_weight=0.001779425814751409 0.0010468090931124441 0.0013521166224928251 0.0013772982435103511 0.00160228543144146 0.0010075397732276837
leaf_count=1218 206 416 1114 385 571
internal_value=0 0.00181704 -0.00114197 -0.00563213 -0.0140965
internal_weight=0 0.00638605 0.00503393 0.00398712 0.00238484
internal_count=3910 2692 2276 2070 1685
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=8
num_cat=0
split_feature=52 160 3 15 4 0 43
split_gain=2.27959e-05 5.51919e-05 4.16663e-05 3.1287e-05 4.6303e-05 3.10163e-05 1.86538e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.13309499999999996 -0.106555 -0.056579999999999991 -0.14733499999999997 -0.075819999999999985
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.00014777400977729067 -0.0004905535194260985 -0.00030696291191689045 0.00040637655798411319 0.00026057020442735613 -0.0002620083224709056 8.8690779828631025e-05 0.00046365751950853761
leaf_weight=0.0010009267722175426 0.0010126752300842878 0.0011811085020224563 0.0010293436276664967 0.0013208582710464442 0.001287085169367457 0.0010342645732173237 0.001006447037857556
leaf_count=128 924 144 311 988 353 560 502
internal_value=0 -7.44422e-05 1.30114e-05 0.000116914 2.66466e-06 0.000134949 0.000273619
internal_weight=0 0.00583107 0.0048184 0.00363729 0.00260794 0.00304164 0.00204071
internal_count=3910 2720 1796 1652 1341 1190 1062
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=6
num_cat=0
split_feature=52 4 15 2 2
split_gain=1.05534e-05 2.73993e-05 2.1305e-05 2.49097e-05 2.98554e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 0.11005500000000001 0.091025000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0059297622273143981 -0.01577500861042986 0.013959720597411457 0.0037928884879931575 0.0121949446702672 -0.016151825291994597
leaf_weight=0.0012664962523867276 0.0010026905209276158 0.0015285334231331894 0.0018169514358975778 0.0012680284038299678 0.0012787362142381753
leaf_count=795 321 395 1568 302 529
internal_value=0 0.00494731 -0.0026305 0.00038983 -0.00444568
internal_weight=0 0.00279503 0.00536641 0.00436372 0.00309569
internal_count=3910 1190 2720 2399 2097
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=7
num_cat=0
split_feature=2 48 0 12 4 2
split_gain=2.29165e-05 3.05242e-05 4.58719e-05 5.66363e-05 2.7551e-05 2.07112e-05
threshold=0.10946500000000002 0.083775000000000002 0.012625000000000003 0.09364500000000002 -0.0031049999999999997 0.12663500000000003
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=5.5924792448005689e-06 0.00029486077920844547 0.00015515349396004238 -0.00046376065712735575 0.00035567560987992246 -0.00042855410164195141 -5.2068050567042114e-05
leaf_weight=0.0011670127755094956 0.0015182169721104958 0.0016579323467010212 0.0013197733763133939 0.001008489974025817 0.0010839897846791756 0.0011725228492589803
leaf_count=1378 398 520 221 576 448 369
internal_value=0 -7.28134e-05 -0.000155349 -3.0473e-05 -0.000203475 0.000143682
internal_weight=0 0.0062372 0.00457927 0.00325949 0.002251 0.00269074
internal_count=3910 3143 2623 2402 1826 767
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=6
num_cat=0
split_feature=2 150 0 1 2
split_gain=8.88775e-06 3.66141e-05 5.00486e-05 2.92291e-05 2.54807e-05
threshold=0.086650000000000019 0.083680000000000018 -0.13506999999999997 0.095575000000000007 0.10113500000000002
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.017722465813736085 -0.016982372817244101 0.017751006721752349 0.017973989611337955 0.0028619773995630284 -0.0024658183436146023
leaf_weight=0.0010600838783460429 0.0014439787987342873 0.0012044528678217979 0.001080271077425388 0.0019750018094836764 0.0014007101323849601
leaf_count=1134 288 348 945 489 706
internal_value=0 0.0024995 -0.00218074 -0.00432768 0.0064341
internal_weight=0 0.00512941 0.00392496 0.00303509 0.00248098
internal_count=3910 2287 1939 1623 1651
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=7
num_cat=0
split_feature=2 3 16 0 13 2
split_gain=8.65598e-06 2.44867e-05 3.15146e-05 2.65568e-05 1.77468e-05 1.51016e-05
threshold=0.097940000000000013 -0.016619999999999996 -0.029944999999999996 -0.069794999999999982 -0.089899999999999994 0.11635500000000001
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=-0.0079191049459047709 0.013166123033102169 0.0013374116180872348 -0.023623950000093083 0.012793552397472752 -0.0085260576526127122 0.0076471008919946131
leaf_weight=0.001108067050951937 0.001264818689355528 0.0010125113579657293 0.0010106714991261782 0.0014025497117699797 0.0013333840662243797 0.0010182219818217035
leaf_count=2037 261 218 195 278 531 390
internal_value=0 -0.00294526 -0.0111319 0.00365197 0.00361426 -0.00152324
internal_weight=0 0.0045338 0.00202318 0.00251062 0.00361642 0.00235161
internal_count=3910 2728 413 2315 1182 921
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=6
num_cat=0
split_feature=52 52 151 12 1
split_gain=8.77637e-06 2.42489e-05 1.87323e-05 4.78644e-05 3.44923e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.0008699999999999999 0.098845000000000016 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0049653138159828575 -0.014584808599524109 0.013682520136462779 -0.002790679611226012 -0.017266821602434253 0.018050449141710875
leaf_weight=0.0013716570799243741 0.0010213548069906734 0.0014184216742156495 0.0017424093319827645 0.0011254987858477067 0.0014590963272021981
leaf_count=777 372 413 1557 394 397
internal_value=0 0.00451488 -0.00240358 0.000471701 0.00670773
internal_weight=0 0.00279008 0.00534836 0.004327 0.00320151
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=7
num_cat=0
split_feature=43 4 4 13 1 16
split_gain=8.92488e-06 3.12832e-05 2.25253e-05 3.83586e-05 2.638e-05 2.23389e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.0010999999999999996 -0.016579999999999998 0.095575000000000007 -0.45301499999999995
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=0.0082445266285678751 -0.017542249045263397 -0.0037977872819808544 -0.016506671148248508 0.023461990570053118 -0.0080697369662192011 0.009759642037407569
leaf_weight=0.0011236816428459029 0.0010200940575179592 0.0010305864085606818 0.0010620043140937892 0.0010342231866442156 0.0012499694930492506 0.0016051391908167604
leaf_count=261 278 1375 654 714 234 394
internal_value=0 -0.00135607 0.00140415 0.00985611 -0.0030511 0.00195392
internal_weight=0 0.00700202 0.00598192 0.00206481 0.00391711 0.00285511
internal_count=3910 3649 3371 2089 1282 628
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=8.63732e-06 1.96241e-05 3.37694e-05 4.49379e-05 2.05466e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012685286019220879 0.0071482600388151733 -0.012791325020773162 -0.012263414336729735 0.02060214051035443 0.0052968412018449557
leaf_weight=0.0012735320184697734 0.0013906663722894922 0.0013240491739103548 0.0011058763947671096 0.0013409922241330915 0.0016763507987522298
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.00150973 0.00110303 0.00556479 -0.00168299
internal_weight=0 0.0067208 0.00544727 0.00412322 0.00278223
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=6
num_cat=0
split_feature=16 151 0 1 16
split_gain=1.90756e-05 2.30318e-05 2.62309e-05 6.34622e-05 3.26396e-05
threshold=-0.52908499999999992 -0.075719999999999996 -0.075584999999999986 0.095575000000000007 0.15100500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.00024994246636503829 0.00028140556444583191 -0.00042418477755795951 0.00034186988882199904 0.00012014295872992215 -5.2080447040317425e-05
leaf_weight=0.0010577202068753318 0.0011933026857626986 0.0015688310609895907 0.0013604550657968393 0.0017332843760069268 0.0019932498791885665
leaf_count=179 508 1779 614 356 474
internal_value=0 3.05587e-05 -1.44149e-05 -0.000138466 0.000107728
internal_weight=0 0.00784912 0.00665582 0.00330212 0.0033537
internal_count=3910 3731 3223 2135 1088
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=8
num_cat=0
split_feature=3 3 2 3 2 4 2
split_gain=1.91012e-05 2.60637e-05 4.2627e-05 3.43413e-05 2.28116e-05 6.52604e-05 6.08694e-05
threshold=-0.15464999999999998 -0.078669999999999976 0.086875000000000022 -0.015794999999999997 0.097940000000000013 0.0051950000000000008 0.11339500000000001
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=0.00024893900247355304 -0.00050244203884601904 0.00035977620917678908 5.2346531547039271e-05 -0.00052995292943945973 0.00042745606036691757 0.00015517825206911486 -0.0001872618479223289
leaf_weight=0.0010036211025101945 0.001058357964877683 0.0010053226309649525 0.0010715772771689414 0.0010731594157923885 0.0011182024694033877 0.0010649416201224094 0.001388092476450263
leaf_count=259 999 850 919 214 161 192 316
internal_value=0 -3.84852e-05 -0.000223326 3.11995e-05 -3.99239e-05 -0.000188704 8.69992e-05
internal_weight=0 0.00777965 0.00212994 0.00564972 0.0046444 0.0021381 0.00250629
internal_count=3910 3651 1918 1733 883 406 477
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=6
num_cat=0
split_feature=43 52 0 16 43
split_gain=1.04302e-05 1.75142e-05 3.29871e-05 2.15854e-05 1.61783e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.15137999999999999 -0.055679999999999993 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0016614457565898265 -0.012919777396547228 0.0125835370630364 0.0012344332196055107 -0.017718580529138453 0.013425197885731644
leaf_weight=0.0016667060473874336 0.0012696078177488815 0.0014496397036390858 0.0014964338638268802 0.0010041069318384394 0.0012393396414180533
leaf_count=655 427 230 1065 352 1181
internal_value=0 -0.00270232 0.000581617 -0.00637626 0.00477255
internal_weight=0 0.00521979 0.00395018 0.00250054 0.00290605
internal_count=3910 2074 1647 1417 1836
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=7
num_cat=0
split_feature=3 51 16 1 13 1
split_gain=2.54298e-05 2.12333e-05 3.27212e-05 7.32484e-05 2.94165e-05 1.64892e-05
threshold=-0.15464999999999998 -0.07742499999999998 -0.42360999999999993 0.099595000000000017 -0.084084999999999979 0.079945000000000016
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=0.00028443815390401706 -0.00025794135843879538 -0.00024721358296308816 -0.00034412392417223727 0.00040320718396437682 0.00021789454646300684 -0.00012740295181641454
leaf_weight=0.0010344457369241876 0.0014392746575037285 0.0015195894725109392 0.0011549996937766966 0.0017641469711914192 0.0010593604838265277 0.0010674978417884388
leaf_count=259 596 397 616 485 1088 469
internal_value=0 -4.22532e-05 5.0288e-06 8.09908e-05 -9.2215e-05 4.45852e-05
internal_weight=0 0.00800487 0.00656559 0.005046 0.00328186 0.00212686
internal_count=3910 3651 3055 2658 2173 1557
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=6
num_cat=0
split_feature=376 43 4 47 3
split_gain=2.55385e-05 3.30891e-05 2.99747e-05 4.05794e-05 4.00229e-05
threshold=0.048375000000000008 -0.083899999999999988 -0.034289999999999994 0.086425000000000016 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0001834897876705704 0.00028938357894109438 -0.00032856536673101834 -9.7345814353644859e-05 -0.00031458735924008469 0.00034632863058482933
leaf_weight=0.001947982257941328 0.0010206416408789836 0.0017310544117385982 0.0018053932581638581 0.0013158861943249655 0.0013786059830547103
leaf_count=903 206 1408 889 283 221
internal_value=0 -3.95636e-05 -0.000109297 -2.49468e-05 9.47561e-05
internal_weight=0 0.00817892 0.00623094 0.00449989 0.003184
internal_count=3910 3704 2801 1393 1110
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=7
num_cat=0
split_feature=43 4 4 13 1 16
split_gain=9.24667e-06 2.22441e-05 2.12914e-05 3.35286e-05 2.10696e-05 2.01459e-05
threshold=-0.18906999999999999 -0.34687499999999999 -0.0010999999999999996 -0.016579999999999998 0.095575000000000007 -0.45301499999999995
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=0.0083577176088185743 -0.015037106373859424 -0.0035860897640796214 -0.015397373452641017 0.021885037020248674 -0.0084080927394827362 0.0084803030750539247
leaf_weight=0.0011312914287043563 0.0010199772090594044 0.0010332924964324779 0.0010644525064553109 0.0010338916258700267 0.0012577380929234547 0.0016111283694187669
leaf_count=261 278 1375 654 714 234 394
internal_value=0 -0.00138428 0.000936452 0.00915316 -0.0033819 0.00107627
internal_weight=0 0.00702048 0.0060005 0.00206718 0.00393332 0.00286887
internal_count=3910 3649 3371 2089 1282 628
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=7
num_cat=0
split_feature=16 0 52 2 3 52
split_gain=1.75352e-05 2.74349e-05 4.31244e-05 4.35221e-05 3.37077e-05 2.40125e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 0.11230000000000001 -0.0026499999999999996 0.024145000000000003
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=-0.00024065835208298691 -0.00040113402283261968 0.00043055294005789482 -3.5692320725988095e-05 -0.00025906632772115004 0.00036240774472251849 1.1303427420803877e-05
leaf_weight=0.0010579808444203791 0.001050426549615277 0.0010446999513908722 0.0016557886345567616 0.0013361468116567165 0.0016155847440165805 0.0010562925544376843
leaf_count=179 597 319 2116 373 215 111
internal_value=0 2.84352e-05 -4.26146e-05 3.9121e-05 0.000160911 0.000219772
internal_weight=0 0.00775894 0.00565795 0.00460752 0.00327137 0.00210099
internal_count=3910 3731 3301 2704 2331 430
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=7
num_cat=0
split_feature=16 0 52 2 3 13
split_gain=3.11242e-05 2.33528e-05 4.83523e-05 4.58697e-05 4.05965e-05 1.89557e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 0.11230000000000001 0.013395000000000002 -0.0043499999999999988
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=-0.00032050684346057745 -0.00040870436363881857 1.6066804582415038e-05 2.0835772814657676e-07 -0.00024925901383174482 0.00044223547443392799 0.00038678750422602837
leaf_weight=0.0010674529703493989 0.0010516359470167528 0.0010048911498541002 0.0019536548738881615 0.0013388762987146651 0.0013513844546708242 0.0011227674446712915
leaf_count=179 597 167 2178 373 153 263
internal_value=0 3.64198e-05 -2.90574e-05 5.69154e-05 0.000180947 0.000211696
internal_weight=0 0.00782321 0.00569555 0.00464392 0.00330504 0.00212766
internal_count=3910 3731 3301 2704 2331 430
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=8
num_cat=0
split_feature=49 151 160 3 2 52 0
split_gain=2.20557e-05 2.93257e-05 3.68173e-05 4.89602e-05 6.52138e-05 8.40699e-05 2.37788e-05
threshold=0.10513500000000002 -0.076429999999999984 -0.063534999999999994 -0.13309499999999996 0.10457000000000001 -0.07125999999999999 -0.08824499999999999
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=0.00024615950225588475 0.00026459805838505417 0.00020498187299768794 -0.00053620274194111158 -0.00038043295437621672 -0.000435695216239092 0.00010544181990771179 0.00052166133169666274
leaf_weight=0.0011500866572242367 0.0010057610729819555 0.0012977483714403286 0.0010814189282297871 0.001015291117754104 0.0013249926526439967 0.0010948426855936998 0.0010187820564005732
leaf_count=470 366 761 242 304 384 386 997
internal_value=0 -4.35143e-05 -9.22698e-05 -0.00016196 -7.1093e-05 8.3304e-05 0.000306063
internal_weight=0 0.00798316 0.00683308 0.00553533 0.00445391 0.00312892 0.00211362
internal_count=3910 3544 3074 2313 2071 1687 1383
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=7
num_cat=0
split_feature=0 51 47 4 3 16
split_gain=9.85458e-06 3.2156e-05 2.63674e-05 3.67947e-05 1.14038e-05 6.76252e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.09252500000000001 0.0051950000000000008 0.090325000000000003 0.070590000000000014
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=-0.016990685053931601 -0.00040134112939419332 -0.0056482920189191562 -0.012678778889842686 0.0067515528215388856 0.021549880479270034 0.010711681730446863
leaf_weight=0.0011738721122758027 0.0010035546973032423 0.001680994247288542 0.0010328832003792697 0.0010292020501173932 0.0010540693012045716 0.0012051472890000055
leaf_count=540 202 1964 304 496 160 244
internal_value=0 -0.00215567 0.00147449 0.00535803 0.014239 0.00566232
internal_weight=0 0.00597102 0.00479715 0.00376427 0.00208327 0.0022087
internal_count=3910 3464 2924 2620 656 446
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=6
num_cat=0
split_feature=43 1 13 52 43
split_gain=9.19481e-06 1.82825e-05 3.25655e-05 3.03871e-05 1.57792e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0018413758371876817 -0.017763297908104284 0.0086774459552259788 -0.011180658316928552 0.010283503645807246 0.0130634784590673
leaf_weight=0.0016771325617143855 0.0014401825175196933 0.0011391267992268018 0.0011736048421512935 0.001505880256761424 0.0012320783364782309
leaf_count=655 1191 271 318 356 1119
internal_value=0 -0.00253549 -0.00563597 0.000882278 0.00447097
internal_weight=0 0.00525879 0.00411967 0.00267949 0.00290921
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=7
num_cat=0
split_feature=13 3 16 1 4 4
split_gain=9.26133e-06 2.2625e-05 2.94043e-05 4.77286e-05 3.18369e-05 7.07603e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 1.0000000180025095e-35 0.0051950000000000008 0.26048500000000002
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=0.008889436480014069 -0.017566554974712982 -0.014063024099341343 0.01648130432306338 -0.0074763658201449229 0.030578652802762497 -0.0059772258407963666
leaf_weight=0.0010174881978431711 0.0014131224792236887 0.0011640084582346701 0.0010373640903649783 0.0014070050972044838 0.0010378511768154705 0.0010810759526970223
leaf_count=210 1751 138 502 848 182 279
internal_value=0 -0.0013082 0.00117602 -0.00203859 0.0041847 0.0119279
internal_weight=0 0.00714043 0.00597642 0.00493905 0.00352593 0.00211893
internal_count=3910 3700 3562 3060 1309 461
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=6
num_cat=0
split_feature=0 43 49 4 4
split_gain=9.53821e-06 1.97336e-05 2.56855e-05 4.78791e-05 2.48627e-05
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.25367000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014111723247124798 0.0069540736864065374 -0.0085698332595627886 0.021876302592348022 -0.013026646499103497 0.0075738574055918498
leaf_weight=0.0010730918572272978 0.0015761129382428057 0.001931002844863223 0.0012137811634368237 0.0011567192670449986 0.0011871050648298194
leaf_count=381 315 637 1644 587 346
internal_value=0 -0.00170927 0.000715566 0.00575551 -0.00259286
internal_weight=0 0.0065617 0.00548861 0.00355761 0.00234382
internal_count=3910 3595 3214 2577 933
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=8
num_cat=0
split_feature=16 0 52 15 49 52 4
split_gain=2.21634e-05 2.81473e-05 4.89844e-05 4.38506e-05 5.24724e-05 1.60525e-05 1.60055e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 -0.11739999999999999 -0.0019649999999999997 0.016565000000000003 -0.41745999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3
right_child=1 6 3 4 5 -7 -8
leaf_value=-0.00027193470711002888 -0.00042721192962113342 5.5035852999739443e-05 -0.00030526990575203554 -0.00013895147191177027 0.00051997511693355615 0.00017464619498798448 0.00040037023315896532
leaf_weight=0.0010536602339881835 0.0010295057355075342 0.0010362048502168333 0.0010470737313184823 0.0014133274563650558 0.0010582637841860592 0.0010128614340426884 0.0010278229311102977
leaf_count=179 597 220 394 426 830 1054 210
internal_value=0 3.14568e-05 -4.11215e-05 4.65934e-05 0.000152328 0.000351096 0.000227002
internal_weight=0 0.00762506 0.00556103 0.00453153 0.00348445 0.00207113 0.00206403
internal_count=3910 3731 3301 2704 2310 1884 430
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=7
num_cat=0
split_feature=49 13 1 12 0 1
split_gain=1.51756e-05 2.62835e-05 4.73934e-05 4.20335e-05 2.65162e-05 2.50225e-05
threshold=0.10251500000000001 -0.083514999999999992 0.11931500000000002 0.091475000000000015 -0.13027499999999997 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=-3.5000529082636186e-05 0.00022562252165072701 4.2737668589230096e-05 -0.00045641406936569584 0.00032196156425076065 -0.00032162394647468801 0.00037738919546251157
leaf_weight=0.0012982230286079617 0.001006331208735947 0.0016626499945674982 0.0011612444812186809 0.0010922573600502684 0.0014269423712572173 0.0010025246636449978
leaf_count=771 408 253 229 880 1040 329
internal_value=0 -3.0524e-05 -0.000105973 -8.66032e-06 -0.000125544 0.000144694
internal_weight=0 0.00764384 0.00534309 0.00418185 0.00308959 0.00230075
internal_count=3910 3502 2402 2173 1293 1100
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=8
num_cat=0
split_feature=376 43 3 0 12 150 3
split_gain=3.08868e-05 3.42171e-05 5.23166e-05 6.99564e-05 5.76337e-05 4.92792e-05 3.28211e-05
threshold=0.048375000000000008 0.083940000000000015 -0.13927999999999999 -0.053834999999999994 0.090385000000000007 0.084360000000000004 0.086245000000000016
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=0.00037341036313700784 0.0003258441604910935 -0.00037393195508985576 -0.0004886307981949512 -0.00052363481931627296 0.00043573648167407258 0.00027980815605224132 -4.8405566193698115e-05
leaf_weight=0.0012514549916831721 0.0010028463778512702 0.0010243605073472 0.0010656691537637023 0.001062274320556362 0.0010614838823109866 0.0010508011228382332 0.001673831251670802
leaf_count=320 206 401 1296 337 870 279 201
internal_value=0 -3.87271e-05 9.19277e-06 -6.78781e-05 3.19075e-05 -8.11858e-05 -0.000219654
internal_weight=0 0.00818988 0.00716551 0.00591406 0.00485179 0.0037903 0.0027395
internal_count=3910 3704 3303 2983 2646 1776 1497
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=6
num_cat=0
split_feature=43 16 12 4 1
split_gain=9.09689e-06 2.2145e-05 2.4167e-05 2.76844e-05 3.71498e-05
threshold=-0.18906999999999999 0.081265000000000018 0.090965000000000018 0.097045000000000006 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0083050706738394299 0.002373492371530938 -0.011683441834109333 -0.01102932919407949 -0.0061929308714295311 0.026275955018081193
leaf_weight=0.0011283398823569218 0.0018225570978784196 0.0016058332735730341 0.0011723234232905158 0.0014233344857113054 0.0010108937603425378
leaf_count=261 1437 647 847 450 268
internal_value=0 -0.0013672 0.00168416 0.00518547 0.0109012
internal_weight=0 0.00703494 0.00542911 0.00425679 0.00283345
internal_count=3910 3649 3002 2155 1705
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=7
num_cat=0
split_feature=42 43 160 15 3 1
split_gain=1.93468e-05 4.07505e-05 3.8776e-05 3.3841e-05 4.35137e-05 3.16342e-05
threshold=-1.0000000180025095e-35 -0.083899999999999988 -1.0000000180025095e-35 -0.11399999999999998 -0.074234999999999982 0.09112000000000002
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=-0.00022785747268375548 0.00034392912550877891 -0.0003146439417118639 0.00033932526287862926 0.0002681208674042978 7.8237474616588194e-05 -0.00036281169137101409
leaf_weight=0.0011958449151143044 0.0013931537271862759 0.0013994722582231032 0.0012150736533968068 0.0012227293277059241 0.0010639563706466115 0.0015162636208384123
leaf_count=1060 581 799 225 759 187 299
internal_value=0 3.99555e-05 -2.60332e-05 5.44572e-05 -3.65605e-05 -0.000180945
internal_weight=0 0.00781065 0.0064175 0.00501802 0.00380295 0.00258022
internal_count=3910 2850 2269 1470 1245 486
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=1.25033e-05 4.60343e-05 3.72194e-05 5.25055e-05 3.01315e-05 8.2651e-06
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.08598500000000002
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=-0.00042541750143464319 0.00025362479156466915 -0.00041910708703769373 0.00030707050492190534 0.0002372983593682919 1.2477216136511767e-05 1.8793167608256539e-05
leaf_weight=0.0010289256418999759 0.0010270697606551472 0.0014677015032674131 0.0013629683694447361 0.0013925174818542512 0.0010792958428441817 0.0013127170001227127
leaf_count=597 259 263 408 1441 755 187
internal_value=0 -4.58683e-05 2.77817e-05 -6.88449e-05 -0.000236222 0.000121875
internal_weight=0 0.00633141 0.00530248 0.00393951 0.002547 0.00233979
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=6
num_cat=0
split_feature=43 457 13 3 2
split_gain=1.3877e-05 2.29588e-05 3.31379e-05 3.89876e-05 2.0816e-05
threshold=-0.057994999999999998 0.041935000000000007 -0.10939499999999998 0.090325000000000003 0.093815000000000009
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-2.3997431296034583e-05 0.00011143137625476035 0.00020417259248521792 -5.732350614558716e-05 -0.00051019589226416963 0.00030459649401055292
leaf_weight=0.0019211595556084347 0.0015794228433056333 0.0010339486945457671 0.0018260278913255473 0.0012186012175991589 0.001206805105939221
leaf_count=1208 296 181 1474 185 566
internal_value=0 -5.99679e-05 -0.00011903 -0.000238584 0.000102778
internal_weight=0 0.005658 0.00462405 0.00304463 0.00312796
internal_count=3910 2136 1955 1659 1774
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=6
num_cat=0
split_feature=0 47 3 42 0
split_gain=9.79746e-06 2.8739e-05 2.7568e-05 5.467e-05 6.03783e-06
threshold=-0.017269999999999997 0.086425000000000016 0.096385000000000012 0.060615000000000009 0.12346000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.016273125672975185 0.011144122507196878 -0.012706772847713431 0.013918658844534311 0.011792003496707008 0.00067468743754150714
leaf_weight=0.001502942111102516 0.0010534529052577402 0.0017957825346632443 0.0013910476487394388 0.0012896965533029162 0.0011545830086978834
leaf_count=1166 282 464 262 1572 164
internal_value=0 -0.00212503 0.00241702 -0.00331209 0.00566965
internal_weight=0 0.00597947 0.00418369 0.00279264 0.00220804
internal_count=3910 3464 3000 2738 446
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=6
num_cat=0
split_feature=160 2 3 52 2
split_gain=8.6126e-06 1.80198e-05 2.86195e-05 2.39373e-05 2.45926e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 -0.074234999999999982 0.091210000000000013 0.10679500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.006165389347957512 0.004492005649244752 0.011226995560055825 -0.017608129938555171 0.017802581206825721 -0.0075021742236589363
leaf_weight=0.0017835085739662327 0.0013360788327354237 0.001261612508810185 0.0010437039778360582 0.0011726130656580683 0.001577940019174209
leaf_count=1218 860 696 296 326 514
internal_value=0 0.00169364 -0.00520048 0.00578283 0.000819191
internal_weight=0 0.00639195 0.00237978 0.00401217 0.00283955
internal_count=3910 2692 1156 1536 1210
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=6
num_cat=0
split_feature=3 2 2 43 0
split_gain=1.84387e-05 1.78397e-05 3.26276e-05 2.94603e-05 3.40893e-05
threshold=-0.15464999999999998 0.097940000000000013 0.113945 -0.074254999999999988 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.00024408164153388837 6.1818527637488223e-05 0.00026633457339190927 -0.0001168289683210111 -7.0283318695341165e-06 -0.00046985873841320474
leaf_weight=0.0010187032021709329 0.0019450588955287084 0.0016672375464997834 0.0017526084686208851 0.0011158767051494952 0.0013545133471617866
leaf_count=259 1111 455 572 188 1325
internal_value=0 -3.63413e-05 6.99703e-05 -0.000118681 -0.000260798
internal_weight=0 0.00783529 0.00341985 0.00441545 0.00247039
internal_count=3910 3651 1027 2624 1513
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=7
num_cat=0
split_feature=52 160 13 16 2 16
split_gain=9.09248e-06 2.33009e-05 2.62929e-05 3.2481e-05 1.96496e-05 1.95434e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.072804999999999981 0.086915000000000006 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0038708970772412168 -0.014365958177826732 0.0112138126625187 -0.0063026109589911982 -0.017642942013752144 0.015638615722297227 0.013188424736221805
leaf_weight=0.0010508436891028448 0.0012134984082045955 0.0016885734413857266 0.0010413741195224734 0.0011523560101219482 0.0010147944288633865 0.0010166618726968643
leaf_count=320 1029 542 233 395 651 740
internal_value=0 -0.00196056 0.00111231 -0.00420078 0.00571362 0.00332589
internal_weight=0 0.00611246 0.00489897 0.00321039 0.00206564 0.00205804
internal_count=3910 2939 1910 1368 971 973
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=7
num_cat=0
split_feature=484 1 2 4 2 52
split_gain=9.45469e-06 2.04881e-05 3.56273e-05 3.32072e-05 4.74328e-05 3.58306e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 -0.0040999999999999986 0.090695000000000012 0.081680000000000016
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=-0.022264425322293641 0.0089347576662443789 0.009469849057325945 -0.020344916932924853 -0.0042653211090585624 0.024226475160362512 0.0029508919616357144
leaf_weight=0.0010587758448831941 0.0010302791451807401 0.0014131193747040222 0.0010789498999363087 0.0013490376464608113 0.001030749890259429 0.0012048065481436961
leaf_count=1139 503 333 358 405 355 817
internal_value=0 -0.0013131 -0.00397593 -0.00017238 0.00807524 -0.00884341
internal_weight=0 0.00713544 0.00572232 0.00464337 0.00237979 0.00226358
internal_count=3910 3407 3074 2716 760 1956
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=6
num_cat=0
split_feature=4 151 4 47 13
split_gain=8.95971e-06 2.31424e-05 4.20855e-05 3.56996e-05 2.38962e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.0021099999999999995 0.09023500000000001 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.012063682546030585 0.0067237812222916598 0.012390426692449578 -0.024276871831804811 0.00020886322658841242 -0.0052282748118345117
leaf_weight=0.001036307860780088 0.0015871220587291082 0.0015354008534477718 0.0014206840074526376 0.0010250656220146554 0.0015438433158193442
leaf_count=497 426 1503 649 193 642
internal_value=0 -0.00164927 -0.00422137 -0.0140144 0.00355692
internal_weight=0 0.0065613 0.00552499 0.00244575 0.00307924
internal_count=3910 3484 2987 842 2145
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=6
num_cat=0
split_feature=13 16 12 15 151
split_gain=9.1949e-06 2.48348e-05 2.29027e-05 5.48694e-05 2.97288e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.015439999999999997 -0.0088999999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015096901522086989 0.0072752875094876483 -0.013610884062114127 -0.0078574820725282549 0.025814735657212831 0.0069181572612716947
leaf_weight=0.0010051039099124564 0.0014258636874705305 0.0013640853659251419 0.0017547700744088941 0.0010119806373128522 0.001573910227261987
leaf_count=223 288 565 2213 191 430
internal_value=0 -0.00156723 0.00150597 0.00608149 -0.00166164
internal_weight=0 0.00670985 0.00534576 0.00359099 0.00257901
internal_count=3910 3622 3057 844 653
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 4
split_gain=2.06849e-05 2.08131e-05 3.95557e-05 6.50572e-05 9.34677e-05 3.10329e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.15333499999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00026032166328174392 6.3035324783629253e-05 0.00036888204285134645 -0.00047498693761141857 0.00037179389724599878 -0.00036658884676673734 -0.00035740965107098043
leaf_weight=0.001015571608455999 0.0011954870417631399 0.0010874235635781812 0.0010354254328978022 0.0017866414957043082 0.0010444002550739893 0.0015500534343625167
leaf_count=259 131 433 241 572 172 2102
internal_value=0 -3.73965e-05 3.84979e-05 -5.44209e-05 9.9397e-05 -0.000174336
internal_weight=0 0.00769943 0.00495389 0.00386647 0.00283104 0.00274554
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=6
num_cat=0
split_feature=43 3 1 13 52
split_gain=8.92425e-06 1.84275e-05 1.57e-05 3.28384e-05 2.69287e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0024648158754727069 -0.017566408261208678 0.013662144329749694 0.0079239274949457414 -0.010201142423902569 0.010048443986546893
leaf_weight=0.0016549280209935627 0.0014337599925142493 0.001238994998324282 0.001136085283483395 0.0011667129687787593 0.0015024080080694121
leaf_count=1238 1191 536 271 318 356
internal_value=0 0.00443973 -0.00247925 -0.00535988 0.00119704
internal_weight=0 0.00289392 0.00523897 0.00410288 0.00266912
internal_count=3910 1774 2136 1865 674
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=1.29538e-05 2.58216e-05 4.50038e-05 2.05733e-05 3.43189e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00020702863669879657 0.00015130867308895977 -0.00046435874249441448 0.00017656568922944367 -0.00026162863651915858 0.00016676154453723515
leaf_weight=0.001322325335325036 0.0017033088695239283 0.0010463206387693741 0.0014798066527871552 0.0019602861622019943 0.0011354118308649743
leaf_count=556 441 199 694 1756 264
internal_value=0 -3.9508e-05 -9.74966e-05 -1.36031e-05 -0.000104508
internal_weight=0 0.00694415 0.00562183 0.0045755 0.0030957
internal_count=3910 3469 2913 2714 2020
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=7
num_cat=0
split_feature=157 160 12 13 4 16
split_gain=2.37942e-05 5.97193e-05 2.46586e-05 2.48117e-05 3.72802e-05 2.97885e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.023959999999999995 -0.083514999999999992 0.0057500000000000008 -0.094359999999999986
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=0.00028230272220269766 -0.00046607810118211751 -0.00024019288679955839 0.00028430647304573655 -0.00023829524863638456 -3.5314673567794105e-05 0.00040912900780805107
leaf_weight=0.001011230277386521 0.0010762682886734784 0.0010753763911856744 0.0016682981395650491 0.001544822167958637 0.001368044965932411 0.0010062619413577292
leaf_count=587 813 391 537 1201 204 177
internal_value=0 -3.75187e-05 3.17082e-05 8.40392e-05 -1.2107e-06 0.000153046
internal_weight=0 0.00773907 0.0066628 0.00558743 0.00391913 0.00237431
internal_count=3910 3323 2510 2119 1582 381
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=8
num_cat=0
split_feature=40 150 4 48 16 51 52
split_gain=2.13137e-05 4.49111e-05 3.8924e-05 8.09585e-05 8.28241e-05 6.57263e-05 3.32801e-05
threshold=-0.074429999999999982 0.10559 -0.034289999999999994 0.091005000000000016 -0.094359999999999986 -0.024374999999999997 0.071660000000000015
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=0.00023996722225046562 -0.00040853378604796574 -0.00043223579136609554 0.00067593761377158655 -0.000352193984233584 0.00037192544327434074 -0.00031752354958053847 4.699896227169102e-05
leaf_weight=0.0011460286835795119 0.0012661142675091917 0.0010102768139449332 0.0012259300029393524 0.0010576462809226295 0.001091387989763989 0.0010364751892902983 0.0012019649597513743
leaf_count=308 896 213 449 318 397 471 858
internal_value=0 -4.61954e-05 1.04958e-05 0.000120814 0.000269981 3.60971e-05 -0.000186687
internal_weight=0 0.0078898 0.00687952 0.00441144 0.00335379 0.00212786 0.00246808
internal_count=3910 3602 3389 1635 1317 868 1754
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
num_cat=0
split_feature=52 13 1 0 15
split_gain=9.78766e-06 3.35723e-05 3.88236e-05 2.63274e-05 1.64129e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.074514999999999984 -0.0039399999999999991
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0029396763920257387 -0.0086773233270046584 -0.0044785925095248806 -0.01568991813572437 0.013860682614635007 0.020385746407945646
leaf_weight=0.001068153170509214 0.0011271652469971088 0.0018797084914661021 0.0016539107802003047 0.0013413976818555874 0.0010890424040524956
leaf_count=609 647 1317 324 611 402
internal_value=0 0.00136024 -0.00323599 0.00315862 0.0117472
internal_weight=0 0.00703221 0.00487502 0.00322111 0.0021572
internal_count=3910 3263 2252 1928 1011
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=6
num_cat=0
split_feature=15 49 15 3 4
split_gain=9.86059e-06 2.67098e-05 3.00105e-05 1.76341e-05 2.67945e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.015065161338943242 -0.00019315208189399119 -0.011177533253579657 0.0086987262633526213 0.0071839965721323708 -0.020627447569395243
leaf_weight=0.0013243547265093802 0.0016705590514528574 0.0016343561804078185 0.0014193199062612805 0.0010570159306063347 0.0010419050666454145
leaf_count=334 1212 581 821 114 848
internal_value=0 0.0032046 -0.00193923 -0.00377265 -0.00804232
internal_weight=0 0.00437803 0.00305368 0.00376948 0.00271246
internal_count=3910 1736 1402 2174 2060
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=6
num_cat=0
split_feature=52 12 2 13 2
split_gain=1.62254e-05 3.05705e-05 3.59007e-05 3.55292e-05 5.14115e-05
threshold=0.11401500000000002 0.097345000000000015 1.0000000180025095e-35 -0.00059999999999999995 0.096750000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0003358633333018696 -0.00021144100505791601 0.00026455491990956916 0.00025360817252119937 0.00020360650912231749 -0.00034065151553637648
leaf_weight=0.0011970490210599788 0.0011930935893727139 0.0017156090265695503 0.0018669558486935807 0.0012035192227965769 0.0014976409167749669
leaf_count=625 647 532 1494 297 315
internal_value=0 3.4779e-05 -3.35982e-05 4.56087e-05 -9.81539e-05
internal_weight=0 0.00748077 0.00576517 0.00456812 0.00270116
internal_count=3910 3263 2731 2106 612
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=6
num_cat=0
split_feature=4 151 0 4 3
split_gain=1.04988e-05 2.07462e-05 3.30928e-05 1.59866e-05 2.19076e-05
threshold=0.28937500000000005 -0.075719999999999996 -0.14867499999999997 -0.0021099999999999995 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011199229577985036 0.0072754941285858082 -0.01959031833841865 -0.0051659867135074259 -0.0080179371414137047 0.012784501422183342
leaf_weight=0.0010359318393435473 0.0015879251943262699 0.0011176663658335551 0.0012767600227265774 0.0016740843064886259 0.00145436961341261
leaf_count=497 426 210 1409 731 637
internal_value=0 -0.00178673 -0.00422252 -0.000323489 0.00439293
internal_weight=0 0.00655881 0.00552288 0.00440521 0.00273113
internal_count=3910 3484 2987 2777 2046
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=6
num_cat=0
split_feature=52 4 16 0 2
split_gain=8.61501e-06 2.71117e-05 1.76604e-05 3.05777e-05 2.97307e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.114825 -0.055084999999999988 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0063036336109960379 0.012022678298157848 0.013506765917407685 -0.019386009316773388 0.0026208605020759837 -0.0086809236318662209
leaf_weight=0.00126780221353671 0.0016030872153227501 0.0015179801558934081 0.0012697004277324555 0.0012558770932373303 0.0012225776004524641
leaf_count=795 441 395 1795 181 303
internal_value=0 0.00449111 -0.0023663 -0.0084428 0.00306487
internal_weight=0 0.00278578 0.00535124 0.00252558 0.00282566
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=6
num_cat=0
split_feature=4 42 15 3 4
split_gain=8.56797e-06 1.91506e-05 3.26993e-05 3.0081e-05 7.8928e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 0.11265500000000002 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0019811423164237197 0.0065795196185348811 -0.012060899470734377 -0.014850566685805217 -0.0082701119759856553 0.031918366472724398
leaf_weight=0.0018562398741079028 0.0015849698557913921 0.0013838515685337307 0.0010198775176582988 0.0011910776178370493 0.0010902068071532863
leaf_count=934 426 1266 842 150 292
internal_value=0 -0.00161536 0.00118743 0.00514071 0.0105619
internal_weight=0 0.00654125 0.0051574 0.00413752 0.00294645
internal_count=3910 3484 2218 1376 1226
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=6
num_cat=0
split_feature=3 13 3 2 1
split_gain=8.55216e-06 2.80881e-05 5.40959e-05 4.87992e-05 2.40722e-05
threshold=-0.13927999999999999 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.007037895796454508 0.0085341643392036221 -0.026048064850610422 -0.0020283316591195844 -0.017836143464233865 0.017176960960067964
leaf_weight=0.0014190165199254885 0.0019663532154487063 0.0010226174650221956 0.0013361825788583952 0.0010901827264275105 0.0012757751919452672
leaf_count=373 1107 1317 441 311 361
internal_value=0 -0.00150901 -0.00568879 -6.50803e-05 0.00735223
internal_weight=0 0.00669111 0.00472476 0.00370214 0.00261196
internal_count=3910 3537 2430 1113 802
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=7
num_cat=0
split_feature=2 52 150 12 15 2
split_gain=9.98479e-06 2.88076e-05 2.28391e-05 2.54877e-05 2.09016e-05 1.98989e-05
threshold=0.10946500000000002 0.092885000000000009 0.084555000000000019 0.093125000000000013 -0.017214999999999998 0.12663500000000003
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=-0.011075099646252315 0.013253682002652917 -0.017406152629792636 -0.011392603500748243 0.018442920319737193 0.0074549097541519935 -0.0049553554698041659
leaf_weight=0.0010564244110380333 0.001379291239473101 0.0010343517358838168 0.0011171507111309288 0.0010085099073939268 0.0014364460179310135 0.0010624115392379369
leaf_count=619 398 663 296 509 1056 369
internal_value=0 -0.00232145 0.00105687 0.005029 -0.000397706 0.00533073
internal_weight=0 0.00565288 0.00461853 0.00350138 0.00249287 0.0024417
internal_count=3910 3143 2480 2184 1675 767
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=6
num_cat=0
split_feature=4 151 4 47 13
split_gain=2.2284e-05 2.47166e-05 4.97058e-05 3.53457e-05 2.45396e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.0021099999999999995 0.092255000000000018 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00019733437980167922 0.00020883948590960083 0.00023121208229077655 -0.00049620335183635299 -2.1404745607058622e-05 -0.00010540829457532062
leaf_weight=0.0013797977570522302 0.0017353467410779347 0.0016597529576872945 0.0014850853521983175 0.0010146666738155598 0.0016707537013143539
leaf_count=558 426 1479 631 181 635
internal_value=0 -3.8654e-05 -9.45034e-05 -0.000303479 6.2346e-05
internal_weight=0 0.00721006 0.00583026 0.00249975 0.00333051
internal_count=3910 3484 2926 812 2114
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=7
num_cat=0
split_feature=484 2 0 12 16 1
split_gain=8.61692e-06 2.29744e-05 3.81762e-05 2.94259e-05 2.81232e-05 2.4338e-05
threshold=0.073820000000000011 0.10946500000000002 0.012625000000000003 0.090385000000000007 -0.13863999999999996 0.094385000000000011
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=-0.015064562217174067 0.0085597597026441426 -0.0047016301681577916 -0.020406590052677098 0.012144262890890855 0.018165244498298445 0.005358277663669842
leaf_weight=0.0013975133448299916 0.0010263554038391675 0.0010199962406900083 0.0012144094216981656 0.0012999800234025733 0.0011377835532664377 0.0010018102623090316
leaf_count=1320 503 226 210 956 446 249
internal_value=0 -0.00124544 -0.0050226 2.76674e-05 0.00735593 -0.00653724
internal_weight=0 0.00707149 0.00491371 0.0036993 0.00215778 0.00239932
internal_count=3910 3407 2735 2525 672 1569
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=8.3315e-06 2.95768e-05 2.39654e-05 2.98164e-05 3.87311e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.086425000000000016 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081677697496009404 0.015326620337808711 -0.012489018786331171 -0.0020066684138971987 -0.01134850376352243 0.020889188659829187
leaf_weight=0.0010823701877297398 0.0012317113669795014 0.0015264330138492896 0.0018100751371490054 0.0011844528014584542 0.0012484004610479385
leaf_count=1060 595 862 893 268 232
internal_value=0 0.00125958 -0.00174362 0.00212214 0.0073389
internal_weight=0 0.00700107 0.00576936 0.00424293 0.00305848
internal_count=3910 2850 2255 1393 1125
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=7
num_cat=0
split_feature=49 47 15 1 16 16
split_gain=1.57356e-05 2.9762e-05 3.11854e-05 2.96346e-05 2.59491e-05 3.15707e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.15100500000000003 -0.084184999999999996
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=-6.988514197219893e-05 0.00022928268586142338 -0.00030139331115035711 -0.00020406578404295428 0.00035299225051386361 -0.00032600592015189151 0.00024453697971170342
leaf_weight=0.0010560376413104101 0.0010043613599011311 0.0013047880715167798 0.0011858295565577322 0.0016061729297154935 0.0012280799758071018 0.0012274559611038206
leaf_count=595 408 303 571 508 270 1255
internal_value=0 -3.18438e-05 2.39507e-05 0.000185247 -9.3973e-05 2.41045e-05
internal_weight=0 0.00760836 0.00630358 0.00266221 0.00364137 0.00241329
internal_count=3910 3502 3199 1103 2096 1826
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=7
num_cat=0
split_feature=51 151 48 51 1 12
split_gain=2.15156e-05 2.13403e-05 7.18272e-05 5.16235e-05 4.50219e-05 3.89966e-05
threshold=-0.0093849999999999992 -0.076429999999999984 0.096835000000000018 0.083165000000000017 0.095575000000000007 0.091405000000000014
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=-0.00018574587163874427 0.00028025813646329138 -0.00039544960453803701 0.00044967417996795022 -0.00049928797434005922 0.00029372710379685303 0.00012152797448748172
leaf_weight=0.00187184305428974 0.0012755970999791272 0.0012538726798792714 0.0010993327580522102 0.0010121407243949615 0.0012978337765754914 0.001015143060086543
leaf_count=933 398 1034 241 394 378 532
internal_value=0 5.10823e-05 -4.00533e-07 -0.000108455 2.4486e-06 -0.000164157
internal_weight=0 0.00695392 0.00567832 0.00457899 0.00356685 0.00226902
internal_count=3910 2977 2579 2338 1944 1566
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=6
num_cat=0
split_feature=0 42 43 2 16
split_gain=8.52331e-06 2.13076e-05 4.59149e-05 4.71972e-05 2.58849e-05
threshold=0.039665000000000006 0.088115000000000013 -1.0000000180025095e-35 0.11230000000000001 -0.074204999999999979
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.019880143725026132 0.0066006094212547571 0.0095395544456831072 0.00027908663815721599 -0.013975496492414691 0.021052949867328245
leaf_weight=0.0014147124026635677 0.0015745489846747326 0.001359677116680647 0.0013463628799476957 0.0013172130226780524 0.0010817167627802304
leaf_count=1520 315 1175 364 274 262
internal_value=0 -0.00159726 -0.00453184 0.00126569 0.00953391
internal_weight=0 0.00651968 0.00516001 0.00374529 0.00242808
internal_count=3910 3595 2420 900 626
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=5
num_cat=0
split_feature=42 3 47 3
split_gain=8.70617e-06 2.46191e-05 2.34462e-05 2.26446e-05
threshold=0.092145000000000019 -0.100615 0.077735000000000012 0.094625000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.010823530893416037 -0.0082381392311670146 -0.0059454745247046487 -0.013741449176875073 0.009749251504228125
leaf_weight=0.0019555201823034671 0.0011076411374715935 0.0018826949920362143 0.00133770713759985 0.0017965299198206557
leaf_count=466 832 1872 402 338
internal_value=0 0.00130584 -0.002404 0.00171811
internal_weight=0 0.00697245 0.00501693 0.00367922
internal_count=3910 3078 2612 2210
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=6
num_cat=0
split_feature=49 47 4 43 3
split_gain=1.87219e-05 2.7534e-05 2.84185e-05 3.42035e-05 3.44797e-05
threshold=0.10251500000000001 0.09252500000000001 0.05309500000000001 -0.083684999999999996 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00021525935160055589 0.0002497596097587795 -0.00029334171228963165 0.00021612585807399322 -0.00035158804682014125 5.9767411070062327e-05
leaf_weight=0.0011907267995519455 0.0010104522652897375 0.0013071076245803111 0.0019504710198512826 0.0018158305085801618 0.0013778635679318198
leaf_count=688 408 303 595 1702 214
internal_value=0 -3.42371e-05 1.92252e-05 -6.83689e-05 -0.000174116
internal_weight=0 0.007642 0.00633489 0.00438442 0.00319369
internal_count=3910 3502 3199 2604 1916
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=7
num_cat=0
split_feature=49 47 15 15 16 16
split_gain=1.71671e-05 3.36818e-05 3.48671e-05 3.11819e-05 2.44521e-05 4.16585e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 -0.10192499999999999 0.15100500000000003 -0.084184999999999996
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=-4.6783610127878283e-05 0.00023521282904036985 -0.0003244019964614215 -0.00024993026031597764 0.00038036402846457115 -0.00032580132397036667 0.00026462783910801254
leaf_weight=0.0011701517102866072 0.0010141687893308726 0.0012953419385209625 0.0011839822357683431 0.0014984957914123756 0.0012381362818734668 0.0012368337406510699
leaf_count=429 408 303 571 674 270 1255
internal_value=0 -3.63351e-05 2.26359e-05 0.000193068 -0.000101668 1.29657e-05
internal_weight=0 0.00762294 0.0063276 0.00266865 0.00365895 0.00242082
internal_count=3910 3502 3199 1103 2096 1826
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=6
num_cat=0
split_feature=49 2 0 1 0
split_gain=9.40088e-06 3.12568e-05 3.26344e-05 3.64946e-05 4.36968e-05
threshold=0.079765000000000016 0.11260500000000001 0.0059850000000000016 0.10884000000000001 -0.089879999999999974
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0044378320479783653 0.0081040332345195584 0.011946292985013637 -0.018212866831502535 -0.014966425038193749 0.020533507587786815
leaf_weight=0.0017278613861202894 0.0012144210975201563 0.0013915665525607232 0.0013685089774121044 0.0012119677404936191 0.0011788519870405704
leaf_count=585 770 456 280 236 1583
internal_value=0 -0.00143939 -0.00483404 -0.000388672 0.00568959
internal_weight=0 0.00687876 0.00548719 0.00411868 0.00290671
internal_count=3910 3140 2684 2404 2168
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=6
num_cat=0
split_feature=13 16 12 151 3
split_gain=1.02327e-05 2.53621e-05 2.31102e-05 3.99066e-05 4.44238e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.0088999999999999982 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0087980685644369009 0.0077261532767171209 -0.013898345372623067 -0.0079554721762977836 0.028054358855827917 0.00063692226862556694
leaf_weight=0.0011983832328893106 0.0014121519170132964 0.0013476276547425611 0.0017494052831797881 0.0011203354174940438 0.0012506947315154473
leaf_count=265 288 565 2213 350 229
internal_value=0 -0.00164461 0.00146011 0.00607479 0.0135919
internal_weight=0 0.00666645 0.00531882 0.00356941 0.00237103
internal_count=3910 3622 3057 844 579
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=7
num_cat=0
split_feature=40 0 3 0 48 3
split_gain=2.09484e-05 2.98637e-05 8.72862e-05 3.81539e-05 6.14931e-05 4.02805e-05
threshold=-0.074429999999999982 -0.053834999999999994 -0.115685 -0.14136999999999997 0.086065000000000016 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.00024502755355922438 0.00015329610817978379 0.00010900652254328842 -0.00063589095759589425 -2.2316800790823413e-05 -0.00043810953759267497 0.00046310874431319864
leaf_weight=0.0011248581442635658 0.0014514151483467853 0.0013676955724322734 0.0010842688043169305 0.0013789516654313884 0.0012651572616720161 0.0012556864936157004
leaf_count=308 275 216 342 1981 137 651
internal_value=0 -4.11915e-05 -0.00022039 4.09187e-05 -0.000122132 0.00020904
internal_weight=0 0.00780317 0.00245196 0.00535121 0.00271657 0.00263464
internal_count=3910 3602 558 3044 412 2632
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=6
num_cat=0
split_feature=43 1 0 4 3
split_gain=9.03257e-06 2.21747e-05 3.32828e-05 2.1086e-05 1.6588e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.23029999999999998 -0.00072999999999999985 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0020953145774037928 0.0097273990523088476 0.0098796358987579408 -0.0037156354329470342 -0.020430139694644387 0.013257379174644292
leaf_weight=0.0016401990698267249 0.0010178658710430668 0.0011333499122092479 0.0016967842346894252 0.0013594699496451701 0.0012326545062881626
leaf_count=1238 132 271 1277 456 536
internal_value=0 -0.00249267 -0.00593444 -0.0111505 0.00449206
internal_weight=0 0.00520747 0.00407412 0.00305625 0.00287285
internal_count=3910 2136 1865 1733 1774
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=7
num_cat=0
split_feature=3 52 457 3 12 3
split_gain=1.43517e-05 1.99837e-05 3.27709e-05 3.35975e-05 9.79566e-05 4.2516e-05
threshold=-0.15464999999999998 -0.092854999999999979 0.041935000000000007 0.090325000000000003 0.080120000000000011 0.13772500000000001
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=0.00021678667002252824 -0.00025553245390027397 0.00047868517270807876 0.00032508751900288976 -0.00052497350055320563 -0.00021097899418520523 3.66702492832834e-05
leaf_weight=0.0010085100266708034 0.0012813256466318104 0.0013484133209918339 0.00107467420879133 0.0010411961799455527 0.0019181889912720557 0.0010316159995448874
leaf_count=259 663 377 284 110 2038 179
internal_value=0 -3.19749e-05 1.26846e-05 -5.01933e-05 7.37059e-05 -0.00024545
internal_weight=0 0.00769541 0.00641409 0.00533941 0.0032666 0.00207281
internal_count=3910 3651 2988 2704 2415 289
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=6
num_cat=0
split_feature=0 4 151 1 1
split_gain=9.11875e-06 2.1761e-05 3.4466e-05 4.55875e-05 3.06348e-05
threshold=0.039665000000000006 -0.06272999999999998 -0.076429999999999984 0.095575000000000007 0.11986000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01434706735629805 0.0068317152723596552 0.01601256261319553 -0.019624905360250487 0.012382072579149209 -0.0079886924433034256
leaf_weight=0.0011195762959700971 0.0015691607043253038 0.0011881427419295773 0.001213401092117183 0.0016659665250190775 0.0013257146484590505
leaf_count=1332 315 522 1073 335 333
internal_value=0 -0.00166026 0.000973392 -0.00327591 0.0033551
internal_weight=0 0.0065128 0.00539323 0.00420508 0.00299168
internal_count=3910 3595 2263 1741 668
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=7
num_cat=0
split_feature=11 13 4 1 3 15
split_gain=2.79119e-05 4.13015e-05 4.59521e-05 5.75093e-05 4.38131e-05 3.51583e-05
threshold=0.077330000000000024 0.14810000000000004 0.055260000000000011 0.094695000000000015 -0.078494999999999995 -0.12507499999999996
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=0.00025406521997351368 -0.00031155276298038302 0.00036001078075825819 -4.5527208408006442e-06 0.00040967479735149246 -0.00024384438433510476 -0.00048234714874652128
leaf_weight=0.0010528336732489299 0.0010338702787129539 0.0012385788128306515 0.0011545445857329328 0.0014451682097639984 0.0019159173150883845 0.0012154774107401916
leaf_count=1518 279 244 320 468 655 426
internal_value=0 3.07528e-05 -2.93615e-05 8.88897e-05 -6.72664e-05 -0.000249592
internal_weight=0 0.00802252 0.00678394 0.00441392 0.00296875 0.00237002
internal_count=3910 3631 3387 2641 2173 746
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=7
num_cat=0
split_feature=3 1 4 12 47 4
split_gain=1.59904e-05 2.05578e-05 3.4616e-05 3.34414e-05 5.78003e-05 3.97597e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.15333499999999997 -1.0000000180025095e-35 0.09252500000000001 0.022820000000000003
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=0.00022806390034115233 8.1305038417441491e-05 0.00034616426942677607 -0.00036056735522848904 -0.00019915758467818078 -0.0004114597941647777 0.0002884493822175441
leaf_weight=0.0010218060857241978 0.0012066715340035791 0.0010886699944710867 0.0015664968374347024 0.0010108699264948485 0.0011519247767074309 0.0017663650946122822
leaf_count=259 131 433 2102 562 227 196
internal_value=0 -3.28131e-05 -0.000168298 4.20645e-05 -4.21938e-05 0.000110968
internal_weight=0 0.007791 0.00277317 0.00501783 0.00392916 0.00277724
internal_count=3910 3651 2233 1418 985 758
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=7
num_cat=0
split_feature=3 0 0 42 3 2
split_gain=1.44797e-05 2.08205e-05 3.86209e-05 3.72047e-05 3.38779e-05 5.46501e-05
threshold=-0.15464999999999998 0.076335000000000014 -0.053834999999999994 0.088345000000000021 0.086245000000000016 0.11230000000000001
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=0.00021886414470765868 -0.00030715351419896401 0.00023192060222581787 -0.00039228553455833079 0.00030853861966352196 0.00032330455155540997 -0.00024145656564094961
leaf_weight=0.0010048092951397327 0.001643857618311503 0.0010020636694980916 0.0011840359015438265 0.0011684461168779015 0.0013685082482080312 0.0012701580496729582
leaf_count=259 1828 108 374 976 169 196
internal_value=0 -3.15212e-05 -7.1308e-05 -1.58668e-06 -8.62014e-05 5.14491e-05
internal_weight=0 0.00763707 0.00663501 0.00545097 0.00428252 0.00263867
internal_count=3910 3651 3543 3169 2193 365
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=7
num_cat=0
split_feature=4 1 4 2 13 2
split_gain=1.27685e-05 3.48105e-05 2.84642e-05 2.02312e-05 2.68618e-05 3.84988e-05
threshold=0.24280000000000004 0.11235500000000002 0.055260000000000011 0.10836000000000003 -0.084184999999999996 0.087005000000000013
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=-0.00031870080469013949 -0.00013782628090341578 0.00034052599775912965 -0.00033742144478034815 0.00023730388405224744 0.00025952020705726154 -0.00019223594641735797
leaf_weight=0.0010712279798167782 0.0010719675739920206 0.0012872347175456851 0.0010690812306862587 0.0011987675538137465 0.0015238795860874094 0.0013839309079710317
leaf_count=717 206 343 347 380 990 927
internal_value=0 0.000123174 -4.61388e-05 1.40035e-05 -5.32704e-05 4.45133e-05
internal_weight=0 0.0023592 0.00624689 0.00517781 0.00397904 0.00290781
internal_count=3910 549 3361 3014 2634 1917
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=7
num_cat=0
split_feature=151 3 13 0 49 15
split_gain=8.5924e-06 2.40164e-05 4.14581e-05 4.40231e-05 3.42002e-05 1.70335e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 -0.053834999999999994 -0.006494999999999999 -0.075094999999999981
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=-0.0085765766768158298 0.01465366936538369 0.011581652444597801 -0.015451486444132863 -0.02313799446112353 -0.0018929045425617966 0.016407267136512377
leaf_weight=0.0010254799324111649 0.0011200618868905683 0.0017608378754346756 0.0010026888354311685 0.0011738283643077567 0.0010335491409296732 0.001001437015426123
leaf_count=406 325 947 212 361 467 1192
internal_value=0 0.00121648 -0.00130355 -0.00669087 -0.000335322 0.00711279
internal_weight=0 0.0070924 0.00597234 0.0042115 0.00303767 0.00203499
internal_count=3910 3504 3179 2232 1871 1659
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=6
num_cat=0
split_feature=13 16 150 48 15
split_gain=9.73787e-06 2.32325e-05 2.48905e-05 3.91677e-05 2.48421e-05
threshold=0.11202500000000001 0.15100500000000003 0.08486500000000001 0.085575000000000012 -0.0089749999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0057473071287310069 0.0075102293236068447 -0.013351448204409422 0.013751319161312649 -0.017859233297204607 0.012696009307963448
leaf_weight=0.0014141859032094663 0.0014172451765601651 0.001346890061111411 0.001241274460076454 0.0011719796993292205 0.0015102231252766493
leaf_count=762 288 565 398 408 1489
internal_value=0 -0.00161542 0.00134601 -0.00241301 0.00377719
internal_weight=0 0.00668455 0.00533766 0.00409639 0.00292441
internal_count=3910 3622 3057 2659 2251
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=6
num_cat=0
split_feature=49 13 2 49 1
split_gain=1.82155e-05 2.82727e-05 3.98563e-05 5.0974e-05 3.68514e-05
threshold=0.10251500000000001 -0.090744999999999978 0.087005000000000013 -0.045004999999999996 0.10884000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00017656388415937142 0.0002463726847269607 0.00025041537260741577 7.6005110026329656e-05 -0.00046359021825119327 -0.00019388454896246827
leaf_weight=0.001878031900718247 0.0010187865339689505 0.0016818760760073201 0.0010690898930633993 0.0018171388204325637 0.0012520253881837318
leaf_count=571 408 1167 255 1287 222
internal_value=0 -3.26233e-05 -0.000100124 -0.000263718 6.0813e-05
internal_weight=0 0.00769816 0.00582013 0.00288623 0.0029339
internal_count=3910 3502 2931 1542 1389
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=7
num_cat=0
split_feature=2 13 48 2 1 2
split_gain=2.75714e-05 3.31026e-05 5.38226e-05 5.99155e-05 5.6943e-05 1.87701e-05
threshold=0.10946500000000002 -0.088444999999999982 0.083775000000000002 0.084235000000000018 0.10884000000000001 0.12663500000000003
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=-0.00032905413768081533 0.00030399967999697968 0.00040062647224358756 0.00034198769407494349 -0.00048027930838093875 -0.00021882790872176163 -2.5115748762428076e-05
leaf_weight=0.0014984584063546186 0.0015414248093055557 0.0010429245010042097 0.0013198876202315012 0.0011889082788895658 0.0012596006371730392 0.0011734164400681395
leaf_count=511 398 688 414 1323 207 369
internal_value=0 -7.45683e-05 4.68991e-06 -0.000122821 6.17528e-05 0.000161748
internal_weight=0 0.00630978 0.00481132 0.00349143 0.00230253 0.00271484
internal_count=3910 3143 2632 2218 895 767
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=8
num_cat=0
split_feature=147 52 13 52 43 2 12
split_gain=2.85097e-05 2.94932e-05 5.21517e-05 4.51668e-05 3.70506e-05 6.9893e-05 3.19976e-05
threshold=1.0000000180025095e-35 0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -1.0000000180025095e-35 0.096325000000000008 0.089570000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00045383298055288107 0.00030224180492361151 -0.00033777134084899676 0.00019853662466505156 -0.00049331568456714692 0.00025737537125221805 -0.00045179006576528995 -3.0411798815481171e-06
leaf_weight=0.0012509763469691563 0.0010131167808915898 0.0011487867474632507 0.0012680292592636838 0.0013142429392935771 0.0011391842053531565 0.0010063079857726286 0.0011143689310855493
leaf_count=796 234 639 567 1013 337 164 160
internal_value=0 -4.63134e-05 8.90572e-07 -0.000118032 -0.000234058 -7.52471e-05 0.000238589
internal_weight=0 0.0082419 0.00709311 0.00472776 0.00345974 0.00214549 0.00236535
internal_count=3910 3676 3037 2081 1514 501 956
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=6
num_cat=0
split_feature=1 150 0 2 15
split_gain=9.37711e-06 1.56362e-05 2.22063e-05 3.34661e-05 2.8586e-05
threshold=0.12730000000000002 0.082085000000000019 -0.074514999999999984 0.10066500000000002 -0.015439999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.017753437069392895 0.0078008434033745543 0.0070046864292524231 0.013241308896731002 -0.010790370643900538 0.0030927597539483938
leaf_weight=0.0018031017331403638 0.0012878897659148103 0.0016432874335617562 0.001355427354361068 0.0010122321320864026 0.0010356264075040515
leaf_count=890 345 455 429 452 1339
internal_value=0 -0.00149968 -0.00418391 0.00296718 -0.0101483
internal_weight=0 0.00684968 0.00520639 0.00236766 0.00283873
internal_count=3910 3565 3110 881 2229
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=7
num_cat=0
split_feature=123 160 2 13 16 3
split_gain=2.96422e-05 3.85627e-05 6.05241e-05 4.35983e-05 5.23314e-05 3.1399e-05
threshold=1.0000000180025095e-35 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.069894999999999985 -0.077894999999999978
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=3.0533791842813935e-05 0.00031074351181422239 -0.00039410402122252265 0.00012524530335751837 -1.5327266956751441e-05 -0.00057237280735309912 0.00043049955960395458
leaf_weight=0.0016158239113946257 0.0010184041380985965 0.0010534383665017346 0.0014314740557295302 0.0012643442885534638 0.0013309508364787478 0.0014158606312741459
leaf_count=1071 334 381 271 610 871 372
internal_value=0 -4.41566e-05 8.07131e-06 -0.000149473 -0.000300998 0.000217326
internal_weight=0 0.00811189 0.00705845 0.00402677 0.0025953 0.00303168
internal_count=3910 3576 3195 1752 1481 1443
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=7
num_cat=0
split_feature=4 1 4 2 13 2
split_gain=1.56291e-05 4.36505e-05 2.27755e-05 2.0531e-05 2.9783e-05 3.48262e-05
threshold=0.24280000000000004 0.11235500000000002 0.055260000000000011 0.10836000000000003 -0.084184999999999996 0.087005000000000013
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=-0.00034264304345861882 -0.00015551357701681172 0.00037524556198282195 -0.00031005242439910923 0.00022796219029879713 0.00024327010289515715 -0.00018371833773313641
leaf_weight=0.001077729546438662 0.0010851718267715603 0.0013208571876423001 0.0010734632032921368 0.0012055015539850248 0.0015303362828805692 0.0014120256545429204
leaf_count=717 206 343 347 380 990 927
internal_value=0 0.000135862 -4.99166e-05 3.52157e-06 -6.37813e-05 3.83604e-05
internal_weight=0 0.00240603 0.00629906 0.00522559 0.00402009 0.00294236
internal_count=3910 549 3361 3014 2634 1917
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=6
num_cat=0
split_feature=15 49 15 42 0
split_gain=9.46815e-06 1.91705e-05 2.74209e-05 1.58777e-05 4.74427e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 1.0000000180025095e-35 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.013188609394415541 -0.012808785793745043 -0.0099967103481047783 0.0089704213937136651 -0.013717503937974149 0.013945402233522242
leaf_weight=0.0013232763266270158 0.0013318919223340919 0.0016458966787176634 0.0014196677763624267 0.0011150126979507765 0.0013193871386078726
leaf_count=334 835 581 821 1105 234
internal_value=0 0.00312922 -0.001213 -0.00370543 0.000505215
internal_weight=0 0.00438884 0.00306556 0.00376629 0.00265128
internal_count=3910 1736 1402 2174 1069
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=7
num_cat=0
split_feature=4 15 4 48 42 16
split_gain=1.08757e-05 3.80128e-05 2.22109e-05 1.81542e-05 2.63304e-05 2.60974e-05
threshold=0.24280000000000004 -0.15202999999999997 0.055260000000000011 0.091555000000000011 0.078965000000000021 -0.041434999999999993
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=-0.0097363156315233186 0.017803237384331344 -0.0083263559090386262 -0.015836637688073342 0.01239193344734724 -0.015688342515197667 0.010210503082550473
leaf_weight=0.0010627840451306774 0.0012221270334697551 0.0010226276168085672 0.0010029002419007895 0.0010168315696591872 0.0011031856829378144 0.0017133370586202552
leaf_count=721 333 216 347 340 1377 576
internal_value=0 0.00589956 -0.00227881 0.000498308 -0.00261921 0.00257425
internal_weight=0 0.00224475 0.00589904 0.00489614 0.00387931 0.00277612
internal_count=3910 549 3361 3014 2674 1297
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=7
num_cat=0
split_feature=49 2 150 4 52 1
split_gain=1.78601e-05 2.85853e-05 3.10327e-05 3.68325e-05 6.26094e-05 4.65675e-05
threshold=0.10251500000000001 0.114165 0.087235000000000021 -0.034289999999999994 0.071660000000000015 0.096230000000000024
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=-0.00054486614922898808 0.00024463437491244238 0.00024912208605961251 -0.0003677520158873053 0.00042462631397601077 9.1175036054242024e-05 -8.1552372862136248e-05
leaf_weight=0.0010944617172001596 0.0010005495858048013 0.0011628783923377023 0.0012112339871968676 0.0012008781895741867 0.0013038919886655641 0.0016712379328763219
leaf_count=823 408 449 257 824 803 346
internal_value=0 -3.3953e-05 -8.47394e-05 -1.96988e-05 -0.000199075 0.000130089
internal_weight=0 0.00764458 0.0064817 0.00527047 0.00239835 0.00287212
internal_count=3910 3502 3053 2796 1626 1170
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=6
num_cat=0
split_feature=16 160 2 0 12
split_gain=9.69034e-06 4.51678e-05 3.30065e-05 3.16501e-05 5.93075e-05
threshold=-0.055679999999999993 -0.026849999999999995 0.096540000000000015 -0.15713499999999997 0.080120000000000011
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0080853688259225395 0.012072400428487678 -0.021360266871967216 0.00062554126617741384 0.028609090284494727 -0.0021773512104127754
leaf_weight=0.0015234971673538269 0.0012676436446165552 0.0014166891430587385 0.0013181940771415696 0.0010379181283136267 0.0015756631195616377
leaf_count=238 715 667 464 371 1455
internal_value=0 -0.00353096 -0.0107633 0.00337076 0.0100487
internal_weight=0 0.00400253 0.00273488 0.00413708 0.00261358
internal_count=3910 1846 1131 2064 1826
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=6
num_cat=0
split_feature=160 49 13 1 16
split_gain=1.59543e-05 2.78407e-05 3.99627e-05 5.27598e-05 3.27756e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00016407431468768487 0.00022580173772120758 0.00033686242709887222 0.00017620666731416696 -0.0005335128371517058 -8.9168573345270916e-05
leaf_weight=0.0019228199147230769 0.0018326598374208197 0.0010203212344582786 0.0014450089681235811 0.0011742961363468128 0.0013980546406089636
leaf_count=1218 626 426 900 178 562
internal_value=0 3.79867e-05 -1.41413e-05 -0.0001236 -0.000292015
internal_weight=0 0.00687034 0.00585002 0.00401736 0.00257235
internal_count=3910 2692 2266 1640 740
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=7
num_cat=0
split_feature=49 51 15 12 4 0
split_gain=2.57866e-05 3.15856e-05 3.47027e-05 2.66253e-05 2.7419e-05 1.03582e-05
threshold=0.10513500000000002 0.08955500000000001 -0.092669999999999988 0.090715000000000018 -0.016464999999999997 -0.11991499999999998
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=0.00036086374063978518 0.00029149212763440936 -0.00035438981021731537 -2.7659096588710561e-05 9.5817191715261661e-05 -0.00040889518845581659 8.3513463226064276e-05
leaf_weight=0.001019280136171125 0.0010105584366820646 0.0010704330752974557 0.0015946691246712451 0.0019263473300865494 0.0013304409899302055 0.0010520700066417221
leaf_count=191 366 421 986 917 553 476
internal_value=0 -4.09356e-05 7.53198e-06 -8.31793e-05 -0.000201058 0.000219993
internal_weight=0 0.00799324 0.00692281 0.00485146 0.00292511 0.00207135
internal_count=3910 3544 3123 2456 1539 667
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=6
num_cat=0
split_feature=49 13 2 49 3
split_gain=2.28139e-05 2.78082e-05 4.12283e-05 4.54554e-05 3.11999e-05
threshold=0.10251500000000001 -0.090744999999999978 0.087005000000000013 -0.045004999999999996 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00017198069331862068 0.00027606891041641335 0.00025350552624953137 5.0457601929917214e-05 -0.0004560921398333089 -0.000150961896718629
leaf_weight=0.0018942419033878659 0.0010302403365379893 0.0015513982706608488 0.0010873757598564775 0.0018228173713638876 0.0013903758870501533
leaf_count=571 408 1028 255 1287 361
internal_value=0 -3.45122e-05 -0.000101353 -0.000266823 6.23414e-05
internal_weight=0 0.00774621 0.00585197 0.00291019 0.00294177
internal_count=3910 3502 2931 1542 1389
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=6
num_cat=0
split_feature=43 1 0 3 2
split_gain=1.53345e-05 2.73554e-05 3.15812e-05 2.34418e-05 2.1857e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.23029999999999998 -0.075954999999999981 0.097940000000000013
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-4.1879816718889319e-05 0.00014974181339585761 0.00019344411152631634 -0.00038838249851212746 0.00030265669629802358 -7.0718580339714391e-05
leaf_weight=0.0017766655420213208 0.0011035731500521309 0.00122317623876355 0.0017020037474925389 0.0013258204000479103 0.0016305301582874511
leaf_count=1238 132 271 1258 536 475
internal_value=0 -6.61691e-05 -0.000137753 0.000105355 -0.000232957
internal_weight=0 0.00565928 0.00443611 0.00310249 0.00333253
internal_count=3910 2136 1865 1774 1733
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=6
num_cat=0
split_feature=160 4 1 16 15
split_gain=1.20178e-05 2.08658e-05 3.60913e-05 2.85047e-05 6.85396e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -0.082504999999999981 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0072589825252463705 0.019527529303666333 0.011133229430519351 -0.005525887746803044 -0.002212973495701165 -0.017047221483198378
leaf_weight=0.001794617074939964 0.001003870999659392 0.0017979729497455323 0.0010174807617182298 0.0015105705121439396 0.00104834105731812
leaf_count=1218 641 396 260 974 421
internal_value=0 0.00200427 -0.00157928 0.00646675 -0.0113726
internal_weight=0 0.00637824 0.00458026 0.00251444 0.00206582
internal_count=3910 2692 2296 1615 681
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=6
num_cat=0
split_feature=43 1 0 2 4
split_gain=1.21365e-05 1.93292e-05 3.09563e-05 1.94239e-05 1.63947e-05
threshold=-0.047174999999999988 0.11849500000000002 -0.23029999999999998 0.097940000000000013 0.08734500000000002
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.00027790769153981178 0.0089034099722611008 0.0086768774909172768 -0.018838209888553538 -0.0029541615079631046 0.015506294034266139
leaf_weight=0.0019163485940565605 0.0010321176184556729 0.0011306814078770192 0.0015815481799134198 0.0015000583346378592 0.001002187458705115
leaf_count=1539 132 258 1234 450 297
internal_value=0 -0.00290306 -0.00608587 -0.0111062 0.00514218
internal_weight=0 0.00524441 0.00411372 0.00308161 0.00291854
internal_count=3910 2074 1816 1684 1836
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=8
num_cat=0
split_feature=49 160 2 2 0 0 3
split_gain=3.06825e-05 3.74757e-05 3.33674e-05 4.1905e-05 2.25502e-05 5.76386e-05 1.98558e-05
threshold=0.10513500000000002 0.087825000000000014 0.11260500000000001 0.099675000000000014 -0.066689999999999985 -0.10575999999999998 -0.075679999999999983
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=0.00017897658455543535 0.00033325643107863805 -0.00038234135253959703 0.00028284772816199318 -0.0003995125830655664 -5.4901735068586428e-07 -0.00042153240715640079 0.00038292949796029995
leaf_weight=0.0013580517149660277 0.0010081247528335733 0.0010125584664390655 0.0014797257928406771 0.0010588075642742412 0.0010780971935746991 0.0011224044214536784 0.0010012136428849455
leaf_count=252 366 370 462 342 139 1797 182
internal_value=0 -2.9452e-05 2.0887e-05 -4.81038e-05 3.34956e-05 -9.27533e-05 0.000184101
internal_weight=0 0.00811086 0.0070983 0.00561857 0.00455977 0.00248046 0.00207931
internal_count=3910 3544 3174 2712 2370 2049 321
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
num_cat=0
split_feature=43 52 0 43 3
split_gain=9.72955e-06 1.93887e-05 3.2169e-05 2.12594e-05 1.53109e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.15137999999999999 0.056750000000000009 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.001682197336478102 -0.013336859718480599 0.012740595480294221 -0.013413748407617221 0.0053395696655608692 0.012923433361144501
leaf_weight=0.0016676428539189655 0.0012720830877317743 0.0014463361674104188 0.0015215994389796319 0.0010029427573624936 0.0012600246173549113
leaf_count=1267 426 230 981 425 581
internal_value=0 -0.00259271 0.000849211 -0.00596348 0.00460385
internal_weight=0 0.00524296 0.00397088 0.00252454 0.00292767
internal_count=3910 2062 1636 1406 1848
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=6
num_cat=0
split_feature=160 13 13 15 3
split_gain=9.00101e-06 1.65556e-05 2.07303e-05 4.4596e-05 1.79187e-05
threshold=-1.0000000180025095e-35 -0.083514999999999992 0.076210000000000014 -0.052074999999999989 -0.0038649999999999999
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0062743093230314233 0.018526405404872975 0.0027147983905905677 0.0076532905590231438 -0.023448290911562523 -0.00023107441446710387
leaf_weight=0.0017917340711450054 0.0010224647582882159 0.0017844678432097521 0.0015218220142578336 0.0010261513962915056 0.001014692831052458
leaf_count=1218 528 573 343 1046 202
internal_value=0 0.00174863 -0.0017473 -0.00683729 0.00918345
internal_weight=0 0.0063696 0.00433244 0.00281062 0.00203716
internal_count=3910 2692 1962 1619 730
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=7
num_cat=0
split_feature=49 13 1 2 43 49
split_gain=2.03946e-05 2.54276e-05 4.41801e-05 6.57829e-05 5.34151e-05 3.60367e-05
threshold=0.10251500000000001 -0.090744999999999978 0.11986000000000001 0.087005000000000013 -0.071899999999999978 -0.045004999999999996
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=0.00017058593496661542 0.00026680133640728316 0.00058129133070285426 -0.00042958614634116827 7.6931017420657079e-05 -5.1434958474214401e-05 -0.00039527365794248367
leaf_weight=0.0018879236413031691 0.0010270150881842351 0.0010019077716982034 0.0011829388984965555 0.0010168313202527977 0.0010511550195757323 0.0015976385617733266
leaf_count=571 408 533 243 227 728 1200
internal_value=0 -2.72751e-05 -9.1124e-05 -5.34423e-06 0.00025734 -0.000211622
internal_weight=0 0.0077384 0.00585047 0.00466753 0.00205306 0.00261447
internal_count=3910 3502 2931 2688 1261 1427
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=7
num_cat=0
split_feature=2 42 3 47 49 2
split_gain=1.70702e-05 2.43354e-05 3.76816e-05 4.23432e-05 2.99343e-05 3.14951e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 -0.0019649999999999997 0.10393500000000001
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=0.00021704156955699324 0.00027667432229481554 -0.00030416456911192956 -0.00020022277716356078 -0.00039200789406154874 0.0003642135612474558 -9.1186553939776906e-05
leaf_weight=0.0011645639070625375 0.0015357390535727673 0.001124572619996397 0.0013874276747211029 0.0012202084277623121 0.0013183356521898227 0.001048025223812354
leaf_count=280 410 792 496 368 1252 312
internal_value=0 -3.7815e-05 8.19749e-06 -7.46957e-05 2.845e-05 0.000162524
internal_weight=0 0.00763431 0.00650974 0.004974 0.00375379 0.00236636
internal_count=3910 3630 2838 2428 2060 1564
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=6
num_cat=0
split_feature=1 484 150 4 12
split_gain=8.06033e-06 1.73834e-05 2.5906e-05 2.07264e-05 2.33742e-05
threshold=0.12730000000000002 0.042570000000000004 0.08486500000000001 -0.078094999999999984 0.085250000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0015872347933645744 0.0072453981743989719 0.010810722777353494 0.0085739914438753735 -0.020677395287505583 -0.0023245741906886513
leaf_weight=0.0017047813791789485 0.001289879855735602 0.0010014293487105178 0.0013748733098324188 0.0015379372014110242 0.0012645534011946759
leaf_count=1075 345 501 302 510 1177
internal_value=0 -0.00136846 -0.00344195 -0.00710722 -0.0123961
internal_weight=0 0.00688357 0.00588215 0.00450727 0.00280249
internal_count=3910 3565 3064 2762 1687
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=7
num_cat=0
split_feature=11 13 1 43 151 1
split_gain=1.80568e-05 3.20919e-05 3.48988e-05 5.4075e-05 3.19568e-05 7.99315e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11663000000000003 -0.083899999999999988 -0.0088999999999999982 0.095575000000000007
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=0.00026608082845777951 -0.00024722415923862542 0.00038872884565586832 -0.00029595443905686136 -0.00037133481462968404 -0.00030147682090255921 0.00042972797703195705
leaf_weight=0.001735231811583058 0.0010148677119490119 0.0012924731767859901 0.0014993948974412067 0.0010275393969915582 0.0012150299564410677 0.0010907741529612843
leaf_count=534 279 757 332 252 1513 243
internal_value=0 3.0692e-05 -3.59921e-05 4.82711e-05 -8.37382e-05 4.44239e-05
internal_weight=0 0.00786044 0.00612521 0.00462582 0.00333334 0.0023058
internal_count=3910 3631 3097 2765 2008 1756
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=7
num_cat=0
split_feature=51 48 0 0 13 16
split_gain=8.34615e-06 1.80538e-05 3.30122e-05 2.55624e-05 2.95798e-05 1.21863e-05
threshold=0.08955500000000001 0.092065000000000022 -0.10575999999999998 -0.06402999999999999 -1.0000000180025095e-35 -0.095609999999999987
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=0.0062904058414777909 -0.0076829690018961356 -0.010981397640961257 -0.01499291099158224 0.015040102209177784 -0.0061265638148410633 0.021355890832271476
leaf_weight=0.0011539883905198871 0.0012081719523000583 0.0010186328120232492 0.0011054006748667327 0.0011677950604270934 0.0015189990153310947 0.0010040773557959824
leaf_count=310 487 310 2035 264 323 181
internal_value=0 0.0013202 0.00342613 -0.00219284 0.00307337 0.0132999
internal_weight=0 0.00696889 0.00595026 0.00379219 0.00268679 0.00215807
internal_count=3910 3423 3113 2622 587 491
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=7
num_cat=0
split_feature=11 13 1 4 13 0
split_gain=1.8979e-05 2.95907e-05 6.38631e-05 4.00425e-05 3.8275e-05 3.88355e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 0.26048500000000002 0.11596500000000001 -0.072264999999999982
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=-9.3262723080943228e-05 -0.00025722112921893923 9.3166238149980011e-05 0.00054694349230322513 -0.00036199877723288416 0.00035216480713852987 -0.00036369688321850359
leaf_weight=0.0012618205664087809 0.0010014593956669078 0.0019823083126576874 0.0011405391598330841 0.0012290016209006481 0.0011129946143986816 0.0011192400813122738
leaf_count=926 279 1080 647 243 209 526
internal_value=0 2.94179e-05 0.00021068 -5.05772e-05 4.02363e-05 -7.16996e-05
internal_weight=0 0.0078459 0.00240236 0.00544354 0.00421454 0.00310155
internal_count=3910 3631 1573 2058 1815 1606
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=7
num_cat=0
split_feature=11 16 3 47 2 52
split_gain=2.05441e-05 3.18148e-05 3.72109e-05 3.32119e-05 4.17282e-05 7.23145e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.10488500000000002 -0.066329999999999986
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=-0.00025528879605574069 -0.00027285463942320178 0.00038846021282124877 -0.0001289121731485277 -0.00030577253189221934 -0.00019258710390600826 0.00049369578641208643
leaf_weight=0.0013118957532967752 0.001015063116028901 0.001218184518252511 0.0012846347114852498 0.0010399095827431839 0.0014073648760308511 0.0016238257042403355
leaf_count=394 279 195 547 316 528 1651
internal_value=0 2.35053e-05 7.91417e-05 8.78586e-06 8.45795e-05 0.000218697
internal_weight=0 0.00788582 0.00657392 0.00535573 0.00431583 0.00290846
internal_count=3910 3631 3237 3042 2726 2198
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.00456e-05 1.65069e-05 4.48737e-05 5.50825e-05 2.29524e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 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=-0.006625291388071163 -0.0078736855003578889 -0.013492659936656421 0.031791663159078991 0.00099121169422964977 0.0053149119676460643
leaf_weight=0.0017974004013380342 0.0014392116713024131 0.0013285579921977536 0.0010364027566629628 0.0013203196308937044 0.0012683424244176792
leaf_count=1218 187 566 344 1140 455
internal_value=0 0.00183661 0.00603956 0.0145362 -0.00430692
internal_weight=0 0.00639283 0.00379593 0.00235672 0.0025969
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=7
num_cat=0
split_feature=47 2 457 15 43 13
split_gain=8.81567e-06 2.18487e-05 3.66402e-05 5.50263e-05 2.43731e-05 2.25952e-05
threshold=0.10561500000000001 -1.0000000180025095e-35 0.041935000000000007 -0.07142999999999998 -0.078454999999999983 -0.094679999999999986
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=0.012037311320022059 0.0073142344845912371 -0.023541153698502709 0.012954325558551839 0.01090560429212158 0.0036266902078449154 -0.017453409444168788
leaf_weight=0.0010161992347853073 0.0013662461741538344 0.0014885068851169759 0.0010591021928693734 0.0012119036600010632 0.0010077977744447169 0.0010262800197524079
leaf_count=269 280 936 311 640 168 1306
internal_value=0 -0.00148749 -0.00385975 -0.00762104 -0.000320573 -0.00700913
internal_weight=0 0.00680979 0.00579359 0.00473449 0.00324598 0.00203408
internal_count=3910 3630 3361 3050 2114 1474
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.52714e-05 2.97004e-05 3.41608e-05 3.31781e-05 2.38375e-05 2.45762e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-8.0824261011178705e-05 0.00022427438696622127 -0.000304026614885504 -6.0223914189569119e-06 0.00036569601783305246 0.00010116369670964593 -0.00041630660486254809
leaf_weight=0.0010547505548166114 0.0010010417106126159 0.0012936161496187159 0.0010476041348933564 0.0016261455613602825 0.0013816396681795972 0.001209223560847051
leaf_count=595 408 303 685 508 718 693
internal_value=0 -3.33395e-05 2.20719e-05 0.000190021 -0.000101676 -0.000225855
internal_weight=0 0.00761298 0.00631936 0.0026809 0.00363847 0.00225683
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=7
num_cat=0
split_feature=11 16 3 2 1 1
split_gain=2.52713e-05 3.66756e-05 3.76164e-05 2.64119e-05 6.34585e-05 3.04861e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.10362500000000001 0.079945000000000016 0.094385000000000011
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=-0.00027211547280444389 -0.00030241107996377702 0.00040112168777089774 0.0004858891251341985 -0.00018856813713783759 -0.00032753686226116553 0.00011234563597001271
leaf_weight=0.0013069088669417743 0.0010053923482402248 0.0012016081747668874 0.0011739845958697098 0.0016556735985147177 0.0010201896227740466 0.001491075439194836
leaf_count=394 279 195 1477 599 528 438
internal_value=0 2.77658e-05 8.76689e-05 1.71478e-05 0.00010957 -6.63546e-05
internal_weight=0 0.00784944 0.00654253 0.00534092 0.00368525 0.00251127
internal_count=3910 3631 3237 3042 2443 966
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=7
num_cat=0
split_feature=49 2 2 3 2 1
split_gain=9.76623e-06 3.92843e-05 3.06389e-05 5.13511e-05 3.01443e-05 4.52189e-06
threshold=0.079765000000000016 0.114165 0.10571000000000001 -0.078669999999999976 0.089785000000000018 0.085110000000000005
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=-0.018248729082696757 0.0082251771860566928 0.016815232795810882 -0.020072570491512919 -0.00062675683495286706 0.020441881861361751 -0.0087612008727705193
leaf_weight=0.0010094066452609142 0.0012201786875650081 0.0010048956896007615 0.0010489463221129954 0.0018102971795391485 0.0010867858039364242 0.0010000703326989275
leaf_count=1134 770 408 225 593 300 480
internal_value=0 -0.00147382 -0.0045598 -0.00124341 0.00727674 -0.013527
internal_weight=0 0.0069604 0.00595551 0.00490656 0.00289708 0.00200948
internal_count=3910 3140 2732 2507 893 1614
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=7
num_cat=0
split_feature=160 40 2 13 43 16
split_gain=8.51161e-06 1.98359e-05 4.28448e-05 4.94057e-05 4.3722e-05 4.15444e-05
threshold=0.087825000000000014 -0.064864999999999992 0.087005000000000013 -0.091849999999999987 -0.074254999999999988 -0.069894999999999985
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=-0.011565686802557634 -0.008433464739300912 0.027659023352152853 0.013183760337510127 0.0014064560702302931 0.001791219851830052 -0.025536061444100307
leaf_weight=0.0010372974213632919 0.0010490674519505827 0.0011444905786144209 0.0011201488214506593 0.0011134103602790722 0.0015227668288534785 0.0011776576582213263
leaf_count=305 427 475 284 601 954 864
internal_value=0 0.00121519 0.00339626 -0.0040276 0.0128908 -0.0124426
internal_weight=0 0.00711577 0.00607847 0.00341122 0.00266726 0.00229107
internal_count=3910 3483 3178 1749 1429 1465
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.45464e-05 2.21678e-05 2.84363e-05 3.31701e-05 2.30489e-05 2.13993e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-9.7614382344990904e-05 0.00022280056815642991 -0.00026310772420271234 -1.1272909489654788e-05 0.00034935946821139358 0.00010682025068282324 -0.00039471562584428229
leaf_weight=0.0010548581433903056 0.0010025666682255347 0.0012858858861410178 0.0010481748767989063 0.0016165462570761388 0.0013677670859357656 0.001200431746612449
leaf_count=595 408 303 685 508 718 693
internal_value=0 -2.85304e-05 1.94419e-05 0.000172863 -9.38896e-05 -0.000215976
internal_weight=0 0.00757366 0.00628778 0.0026714 0.00361637 0.00224861
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=6
num_cat=0
split_feature=49 2 0 15 43
split_gain=7.98883e-06 2.98488e-05 3.47212e-05 3.18337e-05 6.36218e-05
threshold=0.079765000000000016 0.11260500000000001 0.012625000000000003 -0.095799999999999982 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014887022972646439 0.0074449831353639133 0.011680069087523313 -0.01871602001700531 -0.013383875462813772 0.016124598541530033
leaf_weight=0.001089611157455663 0.0012190780515443575 0.0014054050627025092 0.0013307727529076781 0.0011742783366758495 0.0019340564966669645
leaf_count=271 770 456 268 717 1428
internal_value=0 -0.00133299 -0.00464092 -0.000179034 0.00497678
internal_weight=0 0.00693412 0.00552872 0.00419795 0.00310833
internal_count=3910 3140 2684 2416 2145
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=7
num_cat=0
split_feature=150 15 3 15 15 13
split_gain=2.34548e-05 2.799e-05 5.21131e-05 4.78701e-05 3.49889e-05 7.16858e-05
threshold=0.10559 -0.094924999999999995 0.094625000000000015 -0.038029999999999987 0.079360000000000014 -0.032264999999999995
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=0.00039868604980239423 -0.00027535133527507248 -0.00038696438199893867 -0.00016250519853179288 -0.00020192690424580996 -0.00026002568108397865 0.00041574691061713529
leaf_weight=0.001713415408923434 0.0011086353642661842 0.0012649835581772101 0.0010119055171682952 0.0012375477330494682 0.0010345961725145517 0.0017354012398448312
leaf_count=652 233 763 166 320 1428 348
internal_value=0 2.89757e-05 0.000190317 -5.44201e-05 5.05476e-05 0.000158628
internal_weight=0 0.00799785 0.00272532 0.00527253 0.00400755 0.00297295
internal_count=3910 3677 818 2859 2096 668
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=7
num_cat=0
split_feature=2 42 3 47 49 16
split_gain=8.7385e-06 2.73345e-05 3.55886e-05 3.49801e-05 2.70415e-05 1.49614e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 -0.0019649999999999997 -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=0.0083461637143563451 0.015089167844329468 -0.016218113077291218 -0.0095714003592555254 -0.0183619371914698 0.00034730354506273424 0.016858769332385948
leaf_weight=0.0010814965554384855 0.0014258964591417735 0.0010471689053345046 0.0012841566332879705 0.001120233544973297 0.0010851597206679873 0.0011102630815742101
leaf_count=280 410 792 496 368 1239 325
internal_value=0 -0.00130552 0.00128604 -0.00299279 0.00195523 0.00869744
internal_weight=0 0.00707288 0.00602571 0.00459981 0.00347958 0.00219542
internal_count=3910 3630 2838 2428 2060 1564
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=7
num_cat=0
split_feature=49 43 48 0 2 4
split_gain=1.7221e-05 3.08708e-05 5.77394e-05 3.8864e-05 3.72909e-05 3.358e-05
threshold=0.10251500000000001 -0.049504999999999987 0.086125000000000021 0.0059850000000000016 0.093815000000000009 0.05309500000000001
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=-3.5217224622296408e-05 0.0002423784499879118 -0.00010578530729594224 -0.00052852404192312724 -0.00029848819124402985 0.00043379899316422815 0.00034727456202758241
leaf_weight=0.0018360228574426408 0.0010055239781975251 0.0012206184820446554 0.0010677793412992445 0.0012219834052552229 0.0010104551649892388 0.001297610991869613
leaf_count=1139 408 1110 269 214 464 306
internal_value=0 -3.05594e-05 -0.000126371 -1.15619e-05 0.000131276 0.000127671
internal_weight=0 0.00765447 0.00480799 0.00374021 0.00284648 0.00251823
internal_count=3910 3502 1899 1630 1603 1416
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=7
num_cat=0
split_feature=49 151 150 47 4 43
split_gain=3.35188e-05 2.36994e-05 4.4446e-05 3.34235e-05 5.10651e-05 3.11554e-05
threshold=0.10513500000000002 -0.076429999999999984 0.087235000000000021 0.09252500000000001 0.05309500000000001 -0.078454999999999983
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=0.00021689525986187756 0.00033676394725368924 0.00017313406890691921 -0.00045328459136846383 -0.00030780709216390807 0.00037423063920232391 -0.00023057258727704019
leaf_weight=0.0011469319148783947 0.0010018189695430351 0.001175407565948831 0.0010767244954968842 0.0012141561134653223 0.0013720206487051493 0.0019613270875306231
leaf_count=470 366 649 215 249 478 1483
internal_value=0 -4.38299e-05 -8.78079e-05 -1.90461e-05 5.8714e-05 -7.92943e-05
internal_weight=0 0.00794657 0.00679964 0.00572291 0.00450876 0.00313673
internal_count=3910 3544 3074 2859 2610 2132
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=8.48693e-06 2.60788e-05 2.92697e-05 4.35139e-05 5.87632e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085790000000000019 -0.029944999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011865394380512267 0.00695530491543559 0.028407560062927408 -0.011737219287594192 -0.0087578061228049068 -0.0020890259604891231
leaf_weight=0.0017868004274161362 0.0014364161254250577 0.001338440189334038 0.001150620776546909 0.0012547688048429664 0.00119680945951144
leaf_count=1859 288 662 310 250 541
internal_value=0 -0.00151225 0.00223201 0.00647296 0.0140111
internal_weight=0 0.00672744 0.00494064 0.00379002 0.00253525
internal_count=3910 3622 1763 1453 1203
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=6
num_cat=0
split_feature=47 159 1 13 2
split_gain=9.12566e-06 1.81275e-05 3.46905e-05 4.0328e-05 5.05096e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 -0.084184999999999996 0.087005000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014407386405344356 0.0074537153782295515 0.010378142968410768 -0.017314805232975763 0.024185420299618336 -0.0026941518313473565
leaf_weight=0.0012490419604732363 0.0013612959336244974 0.0010776299827162826 0.001419309361594831 0.0010893070912655969 0.0019514901416746735
leaf_count=737 280 631 321 811 1130
internal_value=0 -0.0015175 -0.00376287 0.000720845 0.00693494
internal_weight=0 0.00678678 0.00570915 0.00428984 0.0030408
internal_count=3910 3630 2999 2678 1941
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=7
num_cat=0
split_feature=49 43 2 0 48 4
split_gain=9.543e-06 2.6409e-05 2.53483e-05 1.85701e-05 2.50696e-05 4.60805e-05
threshold=0.093425000000000022 -0.049504999999999987 0.086650000000000019 0.0059850000000000016 0.085090000000000013 0.05309500000000001
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=-0.0027540531151263713 0.0090442108251625516 -0.011747467246625329 0.016812687048216691 -0.016570743345924361 -0.014999353742517802 0.017139429770210626
leaf_weight=0.0013866524948768987 0.0010170619047323538 0.0010197340089499792 0.0012670646052862151 0.0012124358144437472 0.0010261019219836064 0.0012045119840549444
leaf_count=728 541 1072 812 227 251 279
internal_value=0 -0.00131141 0.00658844 -0.00600891 -0.00206917 0.00389586
internal_weight=0 0.0071165 0.00265372 0.00446278 0.00325035 0.00222425
internal_count=3910 3369 1540 1829 1602 1351
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=6
num_cat=0
split_feature=3 39 2 4 16
split_gain=9.82686e-06 2.35424e-05 2.72256e-05 2.82121e-05 2.41857e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.011428850943525998 0.0083834691807968837 0.011190721061129304 -0.017557360927274817 -0.0016401613289457554 0.017205197152502797
leaf_weight=0.0015685008426622091 0.0011892163349497718 0.0012140963800394474 0.0011962068485154888 0.0018850016140240645 0.0010661948129934932
leaf_count=1587 239 424 354 594 712
internal_value=0 -0.0014559 -0.00414213 -0.000591583 0.0051682
internal_weight=0 0.00693 0.0057159 0.0045197 0.0029512
internal_count=3910 3671 3247 2893 1306
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=6
num_cat=0
split_feature=160 15 52 49 2
split_gain=9.45153e-06 1.90608e-05 4.21575e-05 5.90561e-05 5.67638e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 0.071660000000000015 -0.081274999999999986 0.094010000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.006450586489774205 0.014144461633929281 0.014294993787673287 0.013095791687906175 -0.0013510249598109854 -0.030512671425551498
leaf_weight=0.0017801337925684377 0.0010440314890614076 0.0010021026991791581 0.0015700803922417805 0.0015251360322432559 0.0011869991746982121
leaf_count=1218 330 198 759 824 581
internal_value=0 0.00179743 -0.000641997 -0.00644923 -0.014114
internal_weight=0 0.00632835 0.00528432 0.00371424 0.00271214
internal_count=3910 2692 2362 1603 1405
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=6
num_cat=0
split_feature=52 13 1 15 3
split_gain=1.0117e-05 2.67695e-05 2.62429e-05 2.03492e-05 2.03199e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.076594999999999983 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011876433896537697 -0.0088603671431281231 -0.0066848645441324357 -0.012510439043334532 -0.00098470353261248512 0.018718730024236033
leaf_weight=0.0018071635162442007 0.0011145587814092601 0.0013907827062429202 0.001684578250000548 0.001041222624863871 0.0010524603068266007
leaf_count=520 647 653 349 1369 372
internal_value=0 0.00139991 -0.00226281 0.00269144 0.00891989
internal_weight=0 0.00697621 0.00516904 0.00348447 0.00209368
internal_count=3910 3263 2743 2394 1741
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=7
num_cat=0
split_feature=11 48 2 150 3 1
split_gain=1.84624e-05 3.00629e-05 3.97176e-05 5.86738e-05 3.84345e-05 4.2175e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.087235000000000021 0.076695000000000013 1.0000000180025095e-35
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=-0.00014808289833300825 -0.00024867373768084613 0.0003083110621853546 0.0003038570530663729 -0.000517629487344288 -0.0002705180331824187 0.00031240971331768322
leaf_weight=0.0012973822381637475 0.0010226558924229879 0.001266093330234073 0.0011905459087248431 0.001012331232599366 0.0013638576576773314 0.0018622544103326162
leaf_count=1502 279 339 471 253 218 848
internal_value=0 3.11308e-05 -2.10423e-05 -9.09159e-05 4.58012e-06 0.000123326
internal_weight=0 0.00799246 0.00672637 0.00553583 0.00452349 0.00315964
internal_count=3910 3631 3292 2821 2568 2350
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=7
num_cat=0
split_feature=1 13 0 49 15 16
split_gain=9.65381e-06 1.91746e-05 3.29961e-05 2.06552e-05 3.27097e-05 5.21556e-05
threshold=0.12730000000000002 -0.13934999999999997 -1.0000000180025095e-35 -0.07107999999999999 -0.0089749999999999986 -0.072804999999999981
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=-0.012231892285236086 0.0079535030671374161 -0.015593319248651889 0.015682418724968668 0.0081498723898897601 0.015243572808416173 -0.022708253540533591
leaf_weight=0.0013399863027053942 0.0012805361922227912 0.0010004109685003244 0.00121089787076719 0.0011844851156343214 0.0010622723100178035 0.0010188618389809561
leaf_count=219 345 269 303 487 1462 825
internal_value=0 -0.0015096 0.00111371 -0.00302156 0.000829752 -0.0061194
internal_weight=0 0.00681691 0.00547693 0.00426603 0.00326562 0.00220335
internal_count=3910 3565 3346 3043 2774 1312
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=6
num_cat=0
split_feature=15 49 15 3 4
split_gain=9.86741e-06 2.3738e-05 2.63157e-05 1.90139e-05 2.71948e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.014471805688447964 -0.00033619207876252154 -0.01021688592134402 0.0084731914809067169 0.0076759795852086232 -0.021028204534223431
leaf_weight=0.0013111119816340607 0.0016667813471730945 0.0016399446794796661 0.0013934526683185957 0.0010440522283592002 0.0010262098612340937
leaf_count=334 1212 581 821 114 848
internal_value=0 0.00322845 -0.00163122 -0.00377988 -0.00822123
internal_weight=0 0.00434451 0.0030334 0.00373704 0.00269299
internal_count=3910 1736 1402 2174 2060
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=7
num_cat=0
split_feature=52 13 2 150 0 2
split_gain=1.47953e-05 3.26369e-05 3.43209e-05 4.68685e-05 3.34025e-05 7.22937e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11230000000000001 0.086025000000000018 -0.053834999999999994 0.081615000000000007
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=0.00024345092078602659 -0.00021263453000414364 -8.0087319147909117e-05 -0.00037714920599543167 -0.00035315357550707926 -0.00014100052326641041 0.0006073450963061728
leaf_weight=0.0019256542148573278 0.0011821592802033019 0.0011825861072190216 0.0010230798379412941 0.0010063664095343269 0.0011927029057271113 0.0011701438704495915
leaf_count=520 647 524 374 245 299 1301
internal_value=0 2.33778e-05 -5.26391e-05 2.02991e-05 0.000126303 0.000261811
internal_weight=0 0.00750053 0.00557488 0.0045518 0.00354543 0.00235273
internal_count=3910 3263 2743 2369 2124 1825
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=6
num_cat=0
split_feature=4 151 16 16 12
split_gain=1.03185e-05 2.18082e-05 2.74991e-05 2.27029e-05 5.28095e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.085924999999999987 0.022165000000000004 0.091405000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010057444342464755 0.0072298779781575437 -0.014522400346737532 0.012039472925606731 -0.021242629567316207 0.0093715228456229382
leaf_weight=0.0012557440784924934 0.0015798573499447134 0.0018259667089935766 0.0011612877769812536 0.0010728777526046967 0.0011867235303353258
leaf_count=564 426 871 1280 330 439
internal_value=0 -0.00178019 -0.00461333 0.000675834 -0.00516434
internal_weight=0 0.0065026 0.00524686 0.00342089 0.0022596
internal_count=3910 3484 2920 2049 769
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=7
num_cat=0
split_feature=49 2 160 16 15 13
split_gain=1.60724e-05 2.73288e-05 3.37012e-05 5.46589e-05 3.03527e-05 2.50192e-05
threshold=0.10251500000000001 0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.095799999999999982 -0.010384999999999998
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=0.00021182767234688985 0.0002313124368039544 0.00017151250911064052 -0.00023077167737621702 -0.00020264146731314216 0.00021208396961781687 -0.00063081350241406958
leaf_weight=0.0010667113655749684 0.0010011994020301734 0.0018778335874086362 0.0010326807021196394 0.0010989123360980262 0.0014039896083922626 0.0010040949758219494
leaf_count=794 408 586 234 469 1085 334
internal_value=0 -3.32166e-05 -0.00010179 -0.000175482 2.43981e-05 -0.000407075
internal_weight=0 0.00748422 0.00560639 0.00453968 0.00243667 0.00210301
internal_count=3910 3502 2916 2122 1319 803
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=2.06413e-05 2.4332e-05 3.40386e-05 4.3603e-05 2.08612e-05 1.23802e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-0.00012813043377909146 0.00026159449095752738 -0.00028066343262306325 -6.8724102438734092e-05 0.00038245483536904185 8.1003133900594006e-05 -0.00035847472663211891
leaf_weight=0.0010610238329720851 0.0010151614651127128 0.0012974935424828566 0.0010559927151445429 0.0016323267266660751 0.0013821987407838876 0.0012241881331315598
leaf_count=595 408 303 685 508 718 693
internal_value=0 -3.59675e-05 1.39861e-05 0.000181314 -0.000109068 -0.000224286
internal_weight=0 0.00765322 0.00635573 0.00269335 0.00366238 0.00228018
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=7
num_cat=0
split_feature=4 51 48 151 4 52
split_gain=3.27014e-05 3.15224e-05 3.97208e-05 5.63433e-05 2.86987e-05 6.68897e-05
threshold=0.27608500000000008 -0.032189999999999989 0.093225000000000016 -0.0074049999999999993 0.05309500000000001 0.071660000000000015
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=-0.00031356248086170086 0.00023500560776142858 0.00031631449142444665 0.00035381108405583992 -0.00068386499788757125 8.49251950682626e-05 -3.2921959476394717e-05
leaf_weight=0.0015153680077731133 0.0017722811569757498 0.0010901795250143542 0.0010264245211227731 0.0010490086920183763 0.0010078776636149611 0.0014401394597490032
leaf_count=726 441 336 326 838 257 986
internal_value=0 -6.2612e-05 5.13066e-06 -7.28894e-05 -0.000194222 -0.000307251
internal_weight=0 0.007129 0.00561363 0.00458721 0.00349703 0.00248915
internal_count=3910 3469 2743 2417 2081 1824
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.47822e-05 2.69151e-05 3.24296e-05 3.91788e-05 2.1061e-05 1.63407e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-0.00010441399898983773 0.00022497019303307058 -0.00028554673130754053 -3.3085770516252269e-05 0.0003816812226599258 9.5668388331703822e-05 -0.00036824229132941411
leaf_weight=0.0010544936531799462 0.0010096103690163489 0.0012904317201420309 0.0010455139301523311 0.0016119918180934358 0.0013753855441874336 0.0012026154380183006
leaf_count=595 408 303 685 508 718 693
internal_value=0 -2.75947e-05 2.53257e-05 0.000189449 -9.545e-05 -0.000212375
internal_weight=0 0.00758043 0.00629 0.00266649 0.00362351 0.00224813
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=7
num_cat=0
split_feature=49 49 3 4 15 4
split_gain=1.71197e-05 3.92326e-05 2.51888e-05 2.57063e-05 4.537e-05 4.38069e-05
threshold=-0.029304999999999998 -0.084114999999999981 -0.12817999999999996 0.25367000000000006 -0.017214999999999998 -0.12499499999999999
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=-0.0001193191120088095 -0.00027843957637777001 0.00039159248382037912 -0.0003219437081259692 0.00025792060450037166 -0.00017032075044479388 0.00039378171673375129
leaf_weight=0.0011381865228283431 0.0015073757913744755 0.001173763029131035 0.0015775937045082807 0.0012212299663954111 0.0010380914940440928 0.0010798559006467343
leaf_count=277 337 282 1021 359 162 1472
internal_value=0 0.000140068 -5.66939e-05 1.12885e-05 -7.02136e-05 0.000117292
internal_weight=0 0.00231195 0.00642415 0.00491677 0.00369554 0.00211795
internal_count=3910 559 3351 3014 2655 1634
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=7
num_cat=0
split_feature=11 16 3 2 1 1
split_gain=4.46927e-05 4.28158e-05 5.22593e-05 2.93536e-05 5.08644e-05 2.7964e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.10362500000000001 0.079945000000000016 0.094385000000000011
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=-0.00027855889728369964 -0.00039241883516940733 0.00047038986970661124 0.00045896857179037441 -0.0001905695625766667 -0.00027962225735484868 0.00013666419755848134
leaf_weight=0.0013146956479552505 0.0010126392390962862 0.0012478166461304657 0.0011788031222580131 0.0016736882956550729 0.0010470639161804459 0.0015225261840203735
leaf_count=394 279 195 1477 599 528 438
internal_value=0 4.48504e-05 0.000108597 2.53357e-05 0.000121739 -3.29654e-05
internal_weight=0 0.00798459 0.0066699 0.00542208 0.00374839 0.00256959
internal_count=3910 3631 3237 3042 2443 966
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=7
num_cat=0
split_feature=11 48 2 1 4 16
split_gain=1.45988e-05 2.95431e-05 4.42262e-05 3.81358e-05 3.35272e-05 2.76749e-05
threshold=0.07677500000000001 0.096835000000000018 0.11260500000000001 0.10884000000000001 -0.12499499999999999 -0.057604999999999996
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=-0.00026176380496011536 -0.00022243837241486402 0.00030785145451656365 0.00032541388769151397 -0.00037805849625166001 -7.8073062230487334e-05 0.00032676812507310802
leaf_weight=0.001268359704609005 0.0010131076289553237 0.0012191493174990315 0.0011376804559099602 0.0014009640273786941 0.0012806327804062542 0.0013166503181036219
leaf_count=183 285 338 471 273 1368 992
internal_value=0 2.80888e-05 -2.51681e-05 -0.0001009 -4.538e-07 0.000127155
internal_weight=0 0.00762344 0.00640429 0.00526661 0.00386564 0.00259728
internal_count=3910 3625 3287 2816 2543 2360
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 2
split_gain=9.27109e-06 2.70132e-05 2.14264e-05 2.69181e-05 3.3168e-05 2.0524e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 0.12663500000000003
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=0.014669991209876141 0.013108612655251884 -0.01687367450784175 0.012804408943786367 -0.014895554546599625 -0.0094982002670777887 -0.0053438602640230653
leaf_weight=0.0012294011003391751 0.0013903664838421344 0.0010330447737408478 0.0011561207076705472 0.0012189378440940544 0.0010552566875489896 0.0010640950270804153
leaf_count=297 398 663 231 434 1518 369
internal_value=0 -0.00224361 0.000999836 -0.00289545 0.00350699 0.00510882
internal_weight=0 0.00569276 0.00465972 0.0035036 0.00228466 0.00245446
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=7
num_cat=0
split_feature=1 13 0 49 15 16
split_gain=9.99185e-06 1.59683e-05 3.09725e-05 1.91527e-05 2.95703e-05 4.61435e-05
threshold=0.12730000000000002 -0.13934999999999997 1.0000000180025095e-35 -0.07107999999999999 -0.0089749999999999986 -0.072804999999999981
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=-0.01134029016229806 0.0080453255904280579 -0.015267196400923952 0.01490228110126598 0.0073300105474729876 0.014214400291281565 -0.021601019640568059
leaf_weight=0.0013393223816546597 0.0012904847220548609 0.0010019608657806794 0.0012186295429161397 0.001191873258765669 0.0010660655581807513 0.0010257449685679189
leaf_count=219 345 269 303 487 1462 825
internal_value=0 -0.00154777 0.00083499 -0.00316507 0.000527697 -0.00605185
internal_weight=0 0.0068436 0.00550427 0.00428564 0.00328368 0.00221762
internal_count=3910 3565 3346 3043 2774 1312
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=7
num_cat=0
split_feature=49 2 2 13 3 3
split_gain=1.35085e-05 2.6474e-05 2.51991e-05 3.36582e-05 2.92573e-05 3.47774e-05
threshold=0.10251500000000001 0.114165 0.10393500000000001 -0.083514999999999992 -0.075679999999999983 0.076695000000000013
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=0.00023887790502276964 0.00021026559133079207 0.00024270781487937979 -0.00034324938659678302 -0.00032390057456757528 0.00025829079272648303 -0.00022431789046934941
leaf_weight=0.0013864588980370563 0.0010047316792656221 0.0011461485360447568 0.0011537160728891148 0.001566293706673071 0.0011805569018564894 0.0011174639637188764
leaf_count=866 408 449 315 1239 443 190
internal_value=0 -3.1746e-05 -8.08623e-05 -2.32098e-05 -0.000117243 2.36115e-05
internal_weight=0 0.00755064 0.00640449 0.00525077 0.00386431 0.00229802
internal_count=3910 3502 3053 2738 1872 633
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=6
num_cat=0
split_feature=3 39 3 0 2
split_gain=1.51686e-05 2.82852e-05 2.87604e-05 6.44434e-05 2.57319e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15137999999999999 0.087005000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00019104569226289367 0.00019609337976817317 0.00022625523233488475 -1.2055074486912885e-05 -0.00063252813999968138 -0.00015450182902914127
leaf_weight=0.0017898035742964001 0.0012721963829362736 0.0013059395482145813 0.0017579683894280462 0.0010152219604658082 0.0015427004316574562
leaf_count=1225 239 424 203 594 1225
internal_value=0 -3.56587e-05 -9.16791e-05 -0.000239201 3.1083e-05
internal_weight=0 0.00741163 0.00610569 0.00277319 0.0033325
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=6
num_cat=0
split_feature=52 1 151 16 2
split_gain=9.31201e-06 3.05332e-05 1.82094e-05 4.1012e-05 3.39622e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.0008699999999999999 -0.25582999999999995 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0045506421493787192 -0.014552612125027517 0.016559996659651865 0.01276543594764791 0.001647466943813871 -0.02142449111716669
leaf_weight=0.0015699493234585364 0.0010112060382437291 0.0012156223898338269 0.0016492362519391021 0.0016524816268610849 0.0010392589005020216
leaf_count=742 372 448 413 1644 291
internal_value=0 0.00466203 -0.00246734 0.000347856 -0.00726043
internal_weight=0 0.00278557 0.00535218 0.00434098 0.00269174
internal_count=3910 1190 2720 2348 1935
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.02085e-05 2.03959e-05 2.62938e-05 5.44276e-05 2.20824e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.006692463727929714 0.0085467235827534054 0.010238208397984692 0.00083634247624467392 -0.02841718907750573 0.010208421207566966
leaf_weight=0.0014643929200502163 0.0011866072549952212 0.0012216382559642816 0.0015225879349013306 0.0010922640959917474 0.0016376264933873432
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00149039 -0.00399668 -0.0113833 0.0022299
internal_weight=0 0.00693851 0.00571687 0.00261485 0.00310202
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=6
num_cat=0
split_feature=2 13 2 13 3
split_gain=8.96899e-06 1.66908e-05 2.85429e-05 1.59472e-05 1.9338e-05
threshold=0.099015000000000006 0.083175000000000013 0.084235000000000018 -0.089899999999999994 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.0020478572410982106 0.013352199321851011 0.0077176608249155502 -0.015983682343094646 0.0086153916470414829 -0.0097947017376166321
leaf_weight=0.0019041989022234391 0.0011666848765606429 0.0011256794850562101 0.0016287712928027378 0.0010907226331630885 0.001196384262437955
leaf_count=1090 254 219 1455 720 172
internal_value=0 -0.00288638 -0.00626505 0.00383827 -0.00101492
internal_weight=0 0.00465865 0.00353297 0.00345379 0.00228711
internal_count=3910 2764 2545 1146 892
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=6
num_cat=0
split_feature=16 1 47 13 16
split_gain=1.37273e-05 2.96759e-05 4.77071e-05 2.57446e-05 3.14387e-05
threshold=-0.52908499999999992 0.10752500000000002 0.084155000000000021 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00021589976836421297 -0.00024014918037653621 0.00042969312965502785 -9.0268057300083959e-05 -0.00011918959099444 0.00029576374450180075
leaf_weight=0.0010370669402277148 0.0019690922556202728 0.0014616488313866764 0.0012660677003455511 0.0017191333334180105 0.001186450851308694
leaf_count=179 1697 489 184 889 472
internal_value=0 2.45851e-05 0.000188354 -6.70546e-05 5.02503e-05
internal_weight=0 0.00760239 0.00272772 0.00487468 0.00290558
internal_count=3910 3731 673 3058 1361
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=7
num_cat=0
split_feature=1 4 3 3 43 15
split_gain=1.75604e-05 4.37688e-05 2.94828e-05 4.67027e-05 3.40899e-05 2.69165e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 0.076695000000000013 -0.075819999999999985 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=7.8092548648417358e-05 -0.00022278256317808374 -0.00044116940923667351 9.571146987739885e-05 0.00010890283021737164 0.00059194686238960568 -0.00027545112716163118
leaf_weight=0.0014646661104645478 0.0012276326235425312 0.0010874668366339191 0.0010959925760016659 0.0017473485647267603 0.0010347399750821982 0.0011692720796254146
leaf_count=422 324 1586 526 265 543 244
internal_value=0 -0.000143166 4.97418e-05 0.000116026 0.000336696 -4.51845e-05
internal_weight=0 0.00255213 0.00627499 0.00504735 0.00213073 0.00291662
internal_count=3910 2008 1902 1578 1069 509
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.65428e-05 2.82567e-05 3.48613e-05 3.08834e-05 2.75012e-05 1.76707e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-6.9795716907882971e-05 0.00023361729618398813 -0.00029733963562835646 -5.110351301287948e-05 0.00036177376724994768 0.00011379363172700469 -0.00039853744862044144
leaf_weight=0.0010547670418902437 0.0010098882449541277 0.0012947864306418174 0.0010511935015882629 0.0016114983835686298 0.0013837250889230423 0.0012114283355346782
leaf_count=595 408 303 685 508 718 693
internal_value=0 -3.34769e-05 2.06443e-05 0.000191046 -0.000103956 -0.000237123
internal_weight=0 0.0076074 0.00631261 0.00266627 0.00364635 0.00226262
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.80603e-05 3.19684e-05 4.44461e-05 2.92192e-05 2.74412e-05 1.62599e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-4.436307326814365e-05 0.00023820286432622503 -0.00031837048016625913 -7.7892492997531435e-05 0.00037250530964476645 9.4081054439949303e-05 -0.0004099893051142329
leaf_weight=0.0010668289879486128 0.0010181535549876105 0.0013125091388788684 0.0010601669394805897 0.0016405073972773038 0.0013906990176758265 0.0012180699022512468
leaf_count=595 408 303 685 508 718 693
internal_value=0 -3.96982e-05 1.76645e-05 0.000208238 -0.000122961 -0.00025545
internal_weight=0 0.00768878 0.00637627 0.00270734 0.00366894 0.00227824
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=6
num_cat=0
split_feature=42 160 52 150 47
split_gain=9.73014e-06 2.42173e-05 2.07578e-05 2.88242e-05 3.27216e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.087235000000000021 0.077065000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.008816994385979585 -0.0095760475741765543 0.01640830645011632 0.014026358422421371 -0.012506062617036379 -0.0057547754635349996
leaf_weight=0.001092852304555845 0.0015814232841809724 0.0014513151560549649 0.0016067641639625208 0.0011823005766135922 0.0012313354639875034
leaf_count=1060 1040 923 451 215 221
internal_value=0 0.00132351 0.00447368 0.000502371 0.00623546
internal_weight=0 0.00705314 0.00547172 0.00386495 0.00268265
internal_count=3910 2850 1810 1359 1144
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=6
num_cat=0
split_feature=1 4 3 15 0
split_gain=1.04007e-05 2.57407e-05 2.46491e-05 3.38174e-05 3.63577e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.13309499999999996 -0.10071499999999999 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0050062039679747601 -0.01097124412331992 -0.015944294584541014 0.016768687106726441 0.010263205352571934 -0.011880973320309064
leaf_weight=0.0011531035909804848 0.0011347700715858477 0.0011933885358884312 0.0016873431463543635 0.0014624926699038831 0.0015038498205323782
leaf_count=92 324 1916 430 253 895
internal_value=0 -0.00564889 0.00224366 0.00546603 -0.000963253
internal_weight=0 0.00234649 0.00578846 0.00465369 0.00296634
internal_count=3910 2008 1902 1578 1148
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=6
num_cat=0
split_feature=52 4 15 15 2
split_gain=1.07683e-05 2.60908e-05 1.91051e-05 2.82967e-05 2.16326e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.19153499999999998 -0.03231499999999999 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0056058339473203204 -0.015045538444206381 0.013844452608069963 0.010448407710857095 0.0012768114399858499 -0.017078264936751787
leaf_weight=0.001263016028417014 0.0010096037241295441 0.0015192136700565503 0.0016669505902868159 0.0015838584035464446 0.0010798640800680067
leaf_count=795 321 395 713 1483 203
internal_value=0 0.00501484 -0.00265772 0.000230233 -0.00616427
internal_weight=0 0.00278223 0.00534028 0.00433067 0.00266372
internal_count=3910 1190 2720 2399 1686
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=6
num_cat=0
split_feature=484 1 150 3 16
split_gain=1.0379e-05 2.41054e-05 3.06807e-05 2.28791e-05 3.31199e-05
threshold=0.073820000000000011 0.12263000000000002 0.08486500000000001 0.092005000000000017 -0.025139999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0044945215794106562 0.0093296246351553726 0.01027497169378277 0.0088564220797910168 -0.021146228402397726 -0.01590517789482733
leaf_weight=0.0018550106266791624 0.0010344058803457576 0.0014160708364428648 0.0013479219055434581 0.0010651294285019932 0.0013939095957426484
leaf_count=1628 503 333 294 158 994
internal_value=0 -0.00139426 -0.00431276 -0.00842746 -0.00425772
internal_weight=0 0.00707804 0.00566197 0.00431405 0.00324892
internal_count=3910 3407 3074 2780 2622
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=7
num_cat=0
split_feature=2 13 3 2 16 1
split_gain=8.8617e-06 2.35381e-05 2.10102e-05 2.9938e-05 2.12542e-05 1.6528e-05
threshold=0.097940000000000013 -0.089899999999999994 -0.016619999999999996 0.08221500000000001 -0.029944999999999996 0.10593500000000002
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=-0.0058161253626032514 0.014664541181220809 -0.011967612011672594 -0.00033502737276712669 0.016527051580260958 -0.02090671708935141 0.005037916615013187
leaf_weight=0.0014950226204047232 0.0012642499877601908 0.0010033512317304824 0.0010072857364370263 0.0010013812277924537 0.001001661968579607 0.0013279843741720787
leaf_count=814 261 601 218 1501 195 320
internal_value=0 0.00367734 -0.00297963 0.00314638 -0.0105921 -0.00228086
internal_weight=0 0.00359559 0.00450535 0.0024964 0.00200895 0.00233134
internal_count=3910 1182 2728 2315 413 921
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=6
num_cat=0
split_feature=484 1 2 48 4
split_gain=8.90005e-06 2.06017e-05 3.1139e-05 3.22835e-05 2.65795e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 0.081315000000000012 0.05309500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013539490621090364 0.0086424509247029282 0.0095049771741821699 -0.019495050527104277 0.01151154966007154 0.0056629360415579961
leaf_weight=0.0019186340958090174 0.0010338590055815238 0.0014131958205075359 0.0010541724742735232 0.0015149437956449305 0.0011546248148788633
leaf_count=1899 503 333 358 491 326
internal_value=0 -0.00129234 -0.00399664 -0.000435772 -0.00632513
internal_weight=0 0.00705557 0.00564238 0.0045882 0.00307326
internal_count=3910 3407 3074 2716 2225
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=6
num_cat=0
split_feature=2 13 3 1 3
split_gain=9.05875e-06 2.04721e-05 1.82449e-05 2.40456e-05 1.53903e-05
threshold=0.097940000000000013 -0.089899999999999994 -0.016619999999999996 0.10543500000000001 0.090325000000000003
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.011665422208446246 0.013990282750681121 0.0065575354253252956 -0.010122567833611783 -0.0080547088138010828 -0.0097304722577152818
leaf_weight=0.0013595433413838348 0.0012605002448291174 0.001125383897725131 0.0020012396772120158 0.0011341276361204692 0.0011972822351656587
leaf_count=2112 261 746 413 203 175
internal_value=0 0.00372977 -0.00301076 0.00269666 -0.00183857
internal_weight=0 0.00358317 0.00449491 0.00249367 0.00232267
internal_count=3910 1182 2728 2315 921
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=7
num_cat=0
split_feature=15 16 52 16 4 15
split_gain=8.35744e-06 2.06639e-05 2.80377e-05 4.23698e-05 3.48682e-05 2.14893e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.091210000000000013 0.10994000000000002 0.015635000000000003 -0.0071449999999999994
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=0.0084320472846786954 -0.012629835244213733 -0.013755796414356914 0.013871450282442353 -0.018433177866747221 0.018403091265269376 0.0063883076349493728
leaf_weight=0.0010220496508209073 0.001300004411727328 0.0010785045006466837 0.0013607633757523191 0.0012155159399233444 0.0010524840594796766 0.0010404705212212495
leaf_count=317 337 686 727 598 211 1034
internal_value=0 -0.0012442 0.00133097 -0.00255887 0.00352523 -0.00386453
internal_weight=0 0.00704774 0.00574774 0.00438698 0.00317146 0.00211898
internal_count=3910 3593 3256 2529 1931 1720
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=7
num_cat=0
split_feature=11 16 3 12 4 2
split_gain=2.37701e-05 3.44752e-05 4.64409e-05 4.81933e-05 2.45229e-05 4.17119e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.015794999999999997 0.085465000000000013 0.0051950000000000008 0.096750000000000017
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=-0.00026378121048885067 -0.00029356310798219187 0.00059575770809168352 -0.00048230558824684607 6.6649464263417036e-05 0.00010928964342506494 7.972163370170067e-05
leaf_weight=0.0013192462786542668 0.0010111206283143449 0.0011002028210548068 0.0010248388352253847 0.0016611308141243767 0.0018252954957641101 0.0010061253232286132
leaf_count=394 279 637 202 1937 268 193
internal_value=0 2.56507e-05 8.33503e-05 0.000277463 -5.56471e-05 -0.000203881
internal_weight=0 0.00793684 0.00661759 0.00276133 0.00385626 0.00203096
internal_count=3910 3631 3237 2574 663 395
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=7
num_cat=0
split_feature=150 1 47 2 2 52
split_gain=1.51911e-05 3.43735e-05 5.76499e-05 2.52941e-05 3.29475e-05 1.72478e-05
threshold=0.10559 0.10498500000000001 0.084155000000000021 0.10113500000000002 0.091985000000000011 -0.010284999999999997
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=-0.00031987882162197846 -0.00022698440198170818 0.00046958879621434462 -6.9025769348300193e-05 -0.00032092245303935843 0.00028259072292033741 3.2332023912656314e-05
leaf_weight=0.0010204556592272249 0.0010637799952508938 0.0014374301792121637 0.0016308171447040986 0.0012649524843977846 0.0010958704024450015 0.0011226087149608212
leaf_count=593 233 530 228 534 465 1327
internal_value=0 2.32481e-05 0.000183307 -8.57914e-05 6.03806e-06 -0.000135379
internal_weight=0 0.00757213 0.00306825 0.00450389 0.00323893 0.00214306
internal_count=3910 3677 758 2919 2385 1920
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=6
num_cat=0
split_feature=1 16 47 48 0
split_gain=1.2174e-05 3.13501e-05 2.2221e-05 2.90428e-05 5.00138e-05
threshold=0.076710000000000014 0.0015250000000000001 0.09252500000000001 0.085790000000000019 -0.087614999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.00038471077755240275 0.00041283672292743387 6.4924778578066009e-05 -0.0001546979475542907 -0.00012149061047834925 -0.00010381888171258029
leaf_weight=0.0010163877698748409 0.0019295376235681863 0.0014420256243989208 0.0016136001296508592 0.0013902042515570633 0.0011494994473389894
leaf_count=1524 434 484 328 278 862
internal_value=0 -0.000120969 4.25339e-05 0.000113744 0.000219953
internal_weight=0 0.00245841 0.00608284 0.00446924 0.00307904
internal_count=3910 2008 1902 1574 1296
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.54303e-05 3.83754e-05 2.52026e-05 2.86118e-05 4.89794e-05 3.52399e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00028436279201135513 -0.00023159557050934015 0.00034977397092690512 -0.00034890393688901484 -0.00026325260064247001 0.00036445795908876901 0.00011967541137251835
leaf_weight=0.0012766412901807052 0.0010108697745397086 0.0011578020045526259 0.0010289803926777708 0.0010276141066492932 0.0016565295168161757 0.0015414264258055671
leaf_count=390 285 193 916 316 560 1250
internal_value=0 2.60903e-05 8.78988e-05 3.01965e-05 0.000101537 -6.79054e-05
internal_weight=0 0.00768899 0.00641235 0.00525455 0.00422694 0.00257041
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=8
num_cat=0
split_feature=157 51 2 51 13 16 16
split_gain=1.61159e-05 5.13092e-05 3.39574e-05 3.40065e-05 3.04595e-05 4.77743e-05 2.95383e-05
threshold=-0.055684999999999991 -0.032189999999999989 0.086650000000000019 0.08955500000000001 -0.13934999999999997 -0.044329999999999987 -0.15168999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 -3
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00022580503992119833 -0.0004445637942620778 3.7468555549905695e-05 -5.8104611418582997e-05 -0.0001943048161501477 9.5398566172750796e-05 0.00064967095591998843 -0.00042043526403132944
leaf_weight=0.001007589825177852 0.0010335747184291606 0.0011559449049572306 0.0011085444076339816 0.0010235568677098568 0.0013895285493835132 0.0010493933874059181 0.0010191450430524791
leaf_count=587 467 207 124 304 746 368 1107
internal_value=0 -3.77441e-05 2.4585e-05 0.000120548 0.000211393 0.000333885 -0.000177084
internal_weight=0 0.00777969 0.00674611 0.00457102 0.00354747 0.00243892 0.00217509
internal_count=3910 3323 2856 1542 1238 1114 1314
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=7
num_cat=0
split_feature=52 1 12 2 12 3
split_gain=1.09297e-05 2.52379e-05 1.71149e-05 3.1438e-05 3.0394e-05 1.59368e-05
threshold=-0.048794999999999991 0.099595000000000017 0.10058500000000002 0.083585000000000007 0.051320000000000005 0.10420500000000001
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=-0.0033412482594269788 -0.014677449675621146 0.015872587679012711 -0.013814143284440503 0.0071787550930662181 0.018821423654423176 -0.01029132360142123
leaf_weight=0.0015674576213937814 0.0010644997099852464 0.0012124331419251016 0.0010990286949132608 0.0010106522167855026 0.0010783910612672046 0.0010803488429139189
leaf_count=742 701 448 379 251 1207 182
internal_value=0 0.00503875 -0.00269504 0.000191247 0.00518518 -0.00184744
internal_weight=0 0.00277989 0.00533292 0.00423389 0.00316939 0.002091
internal_count=3910 1190 2720 2341 1640 433
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=7
num_cat=0
split_feature=15 484 52 0 4 4
split_gain=1.35721e-05 3.06997e-05 2.97356e-05 4.37298e-05 2.87609e-05 2.85694e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 0.27020000000000005 -0.0010999999999999996
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=0.00015883001980705698 -0.00021148459093499512 0.00034541785431272803 0.00027046020670152117 -0.00042074768261769291 0.00029128397037693363 -0.00022697534175813105
leaf_weight=0.0011730813307351314 0.0010551003413210762 0.0010021788549402439 0.0010988985168249076 0.0011593694087339125 0.0010454048025984645 0.0019894334712999497
leaf_count=625 1436 417 295 246 318 573
internal_value=0 2.60907e-05 -2.34011e-05 -8.35662e-05 9.33427e-06 -8.38674e-05
internal_weight=0 0.00746837 0.00646619 0.00536729 0.00420792 0.00316251
internal_count=3910 2474 2057 1762 1516 1198
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=7
num_cat=0
split_feature=15 42 2 13 52 42
split_gain=9.52373e-06 2.26865e-05 3.4496e-05 3.33765e-05 3.68449e-05 4.32008e-07
threshold=0.079360000000000014 1.0000000180025095e-35 0.086245000000000002 -0.00059999999999999995 -0.010284999999999997 0.091590000000000019
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=0.016934419161635503 -0.0091757003181921343 -0.0092338110393530258 0.013630993557868421 -0.021847464030510827 0.0032388324289885986 -0.006298754568471638
leaf_weight=0.0016030101071715297 0.0010007898151376694 0.0010028997854965231 0.0011012268414695523 0.0010166285143239804 0.0013804755686739395 0.001003045455516736
leaf_count=339 1436 720 366 329 256 464
internal_value=0 0.00124361 0.00478643 -0.000780032 -0.00740044 -0.00776618
internal_weight=0 0.00710729 0.00510134 0.00349833 0.0023971 0.00200595
internal_count=3910 2474 1290 951 585 1184
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 3
split_gain=2.36794e-05 3.02682e-05 3.12647e-05 5.48796e-05 4.99574e-05 3.25989e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 0.086245000000000016
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=-0.00031768419827879946 -0.00036318538990370451 0.0002949592823132725 -0.00035457658207886379 -0.00045159098211699513 0.00031123633388759395 8.4763064391225534e-05
leaf_weight=0.0013021590260078337 0.0010136392515467914 0.0012047841622580989 0.0012393218335223098 0.00107082638866086 0.0016559079835270201 0.0013639396172630827
leaf_count=394 279 195 2038 316 560 128
internal_value=0 -4.47027e-05 9.69316e-06 -5.4788e-05 4.49749e-05 -0.000124391
internal_weight=0 0.00783694 0.00653478 0.00533 0.00425917 0.00260326
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 3
split_gain=1.39996e-05 2.93883e-05 2.59934e-05 3.13559e-05 4.60233e-05 2.95913e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 0.086245000000000016
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=-0.00025261983102569562 -0.0002243691804248052 0.00034464173003560876 -0.00029561518660159393 -0.00028877454409227714 0.00035062573042201424 0.00013036353604302679
leaf_weight=0.0012499790827183131 0.0010041786092650357 0.001138804828361365 0.0011982584814240077 0.001029814167751112 0.0016259499948357882 0.0013150578786010913
leaf_count=390 285 193 2038 316 560 128
internal_value=0 2.20483e-05 7.64769e-05 1.73973e-05 9.35702e-05 -7.27277e-05
internal_weight=0 0.00755786 0.00630789 0.00516908 0.00413927 0.00251332
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=7
num_cat=0
split_feature=43 43 4 15 52 4
split_gain=2.38334e-05 2.57191e-05 2.22283e-05 3.8437e-05 2.20241e-05 2.4171e-05
threshold=-0.057994999999999998 -0.091114999999999988 -0.23071499999999998 -0.0089749999999999986 -0.048794999999999991 0.40812500000000007
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=-2.2163592958740541e-05 -0.0003330150272910521 0.00033623214469928543 8.3621972369944659e-05 0.00024249552922207566 -4.9172289784123404e-05 -0.00047075118917120582
leaf_weight=0.0018253217852886331 0.0011053604508236238 0.0013312794828739078 0.0010782178778353641 0.0014379210982528269 0.0010388268385632933 0.0010527608566890548
leaf_count=655 241 1119 267 1091 356 181
internal_value=0 0.000128988 -8.33034e-05 -2.33993e-05 -0.000144017 -0.000261366
internal_weight=0 0.0031566 0.00571309 0.00460773 0.00316981 0.00209159
internal_count=3910 1774 2136 1895 804 537
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=7
num_cat=0
split_feature=49 3 16 4 52 47
split_gain=1.68557e-05 3.97788e-05 2.91526e-05 3.12146e-05 5.05707e-05 2.85927e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.45301499999999995 -0.034289999999999994 0.071660000000000015 0.086425000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.00040823912254229263 -0.0003554851944977848 -0.00010674218878896012 -0.00045319967688970894 0.00032038366478607557 9.2548045953125483e-05 -8.3989717809562046e-05
leaf_weight=0.0010970982744439874 0.0010560056018561132 0.0012156649133894435 0.0011803950711468567 0.0015697265319265165 0.0014604790412185576 0.0011758820663360159
leaf_count=350 261 209 867 1061 863 299
internal_value=0 0.000137548 -5.75914e-05 8.09907e-07 -0.000151386 0.0001472
internal_weight=0 0.00231276 0.00644249 0.00538648 0.00264087 0.00274561
internal_count=3910 559 3351 3090 1730 1360
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=7
num_cat=0
split_feature=49 2 2 3 1 0
split_gain=2.04807e-05 3.76611e-05 3.64915e-05 4.52059e-05 3.43793e-05 6.52961e-05
threshold=0.10513500000000002 0.114165 0.10393500000000001 0.090325000000000003 0.095575000000000007 -0.089879999999999974
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=-0.00064990071350478468 0.00024905764357477958 0.00026988727228607245 -0.00040743451039475459 0.00032467341240918134 7.3932907989741523e-05 -1.2269950763483622e-05
leaf_weight=0.0010431854084611955 0.0010025981840882459 0.0012148388800597223 0.0012511197567716334 0.0010734151906622467 0.0019352712773167873 0.0015129995895267116
leaf_count=580 366 451 320 170 444 1579
internal_value=0 -4.81671e-05 -0.000104855 -3.68278e-05 -0.000123223 -0.000272489
internal_weight=0 0.00803083 0.00681599 0.00556487 0.00449146 0.00255618
internal_count=3910 3544 3093 2773 2603 2159
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=6
num_cat=0
split_feature=1 4 47 0 0
split_gain=1.29707e-05 3.53001e-05 2.5655e-05 2.9156e-05 8.23711e-05
threshold=1.0000000180025095e-35 -0.084009999999999987 0.09252500000000001 -0.087614999999999985 -0.15007499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=7.1206715097455611e-05 -7.5994021009980581e-06 -0.00040736676158273534 -0.00016843362064053566 -0.00010332393282404293 0.00066982434715140947
leaf_weight=0.0014424178369452951 0.0019691591719017136 0.0010057438116392078 0.0016218775774249185 0.001514785609840709 0.0010624416654090741
leaf_count=408 296 1584 329 984 309
internal_value=0 -0.000125399 4.32849e-05 0.000118813 0.000229808
internal_weight=0 0.00244816 0.00616826 0.00454639 0.0030316
internal_count=3910 1992 1918 1589 605
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=7
num_cat=0
split_feature=49 3 3 12 15 3
split_gain=1.14549e-05 2.83661e-05 2.68463e-05 4.54569e-05 1.82359e-05 4.54756e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.075954999999999981 0.091555000000000011 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017883056439703074 0.0025991838040556057 -0.0051235160184385491 0.01188807618299644 -0.025643950226241049 0.011087893630833422 -0.017052346142218441
leaf_weight=0.0010499879432522012 0.0011911656534879843 0.0010945976577766453 0.0010502748277693835 0.0010925637174184844 0.001563020495567371 0.0011240762962424812
leaf_count=361 1455 198 536 717 434 209
internal_value=0 0.00614049 -0.00237056 -0.0109127 0.00284912 -0.00307328
internal_weight=0 0.00214459 0.0060211 0.00228373 0.00373737 0.00217435
internal_count=3910 559 3351 2172 1179 745
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=6
num_cat=0
split_feature=4 151 16 2 16
split_gain=1.21135e-05 2.48048e-05 3.42727e-05 2.03432e-05 2.70236e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.15100500000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010606503303473265 0.0077136802716158406 -0.017046980099817918 -0.0092332296492286994 0.018013330701842956 -0.0038116992568305412
leaf_weight=0.0012576630072521303 0.001588117291495085 0.001636573844440185 0.0013796746758296527 0.0010430247134353013 0.0012439287811559785
leaf_count=564 426 538 1102 851 429
internal_value=0 -0.00201974 -0.00501407 0.000356735 0.00614217
internal_weight=0 0.00656087 0.0053032 0.00366663 0.00228695
internal_count=3910 3484 2920 2382 1280
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=7
num_cat=0
split_feature=15 2 2 0 52 4
split_gain=3.42791e-05 2.52479e-05 6.00316e-05 4.77605e-05 3.44192e-05 7.56131e-05
threshold=-0.24219999999999997 0.10946500000000002 0.11934000000000002 0.10302000000000001 -0.087094999999999992 -0.0010999999999999996
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=0.00030879654182673269 -0.00029517255061310086 0.00046973495380389781 -0.00019764218244863694 -0.00050898343841409058 0.00039269403575606788 -0.00019514066801174331
leaf_weight=0.0011492522373253355 0.0014202244384198502 0.0010245646353972786 0.0010485084134053664 0.0010033820766722264 0.0015242654564772899 0.0018775984958900624
leaf_count=317 610 275 302 132 1657 617
internal_value=0 -5.36425e-05 0.000132192 -0.000119774 -3.87876e-05 6.82491e-05
internal_weight=0 0.00789854 0.00207307 0.00582547 0.00482209 0.00340186
internal_count=3910 3593 577 3016 2884 2274
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=7
num_cat=0
split_feature=11 48 0 2 1 1
split_gain=1.99596e-05 2.99289e-05 9.4462e-05 5.42194e-05 5.1925e-05 6.11809e-05
threshold=0.077330000000000024 0.083775000000000002 -0.18901999999999997 0.11260500000000001 0.10884000000000001 1.0000000180025095e-35
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=-0.00025504421739714711 -0.00026792357124729924 -0.00019622092250706611 0.00058307740597046036 0.00033800053011786511 -0.00045475453757488611 0.00031213211882304365
leaf_weight=0.0016367598154176295 0.0010014294647880074 0.001150564691020553 0.0012452202212904192 0.0010889472845336803 0.001448625790914526 0.0013216282493115979
leaf_count=1505 279 105 580 425 256 760
internal_value=0 2.59343e-05 0.000208823 -5.379e-05 -0.000150599 -1.66425e-06
internal_weight=0 0.00789175 0.00239578 0.00549596 0.00440701 0.00295839
internal_count=3910 3631 685 2946 2521 2265
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=7
num_cat=0
split_feature=376 1 150 52 2 15
split_gain=5.25261e-05 4.07536e-05 3.94134e-05 3.89448e-05 3.88016e-05 2.39469e-05
threshold=0.048375000000000008 0.12864500000000004 0.082085000000000019 0.092885000000000009 0.10679500000000001 -0.064869999999999983
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=-0.00020285244115515662 0.00041988381113464417 0.00027845670497604738 0.00015279718729783851 -0.00050602432187547147 -0.00039440088025770244 0.00016006457888760055
leaf_weight=0.0011419286757099222 0.0010147544789402664 0.0012170187845883668 0.0016712497896860289 0.0011837027097143828 0.001238157013698872 0.0018023001393342897
leaf_count=554 206 276 399 718 376 1381
internal_value=0 -5.28475e-05 -0.000110142 -0.000192034 -0.000103168 1.9306e-05
internal_weight=0 0.00825436 0.00703734 0.00536609 0.00418239 0.00294423
internal_count=3910 3704 3428 3029 2311 1935
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=7
num_cat=0
split_feature=15 15 13 16 16 2
split_gain=1.48631e-05 2.18925e-05 3.5174e-05 4.11635e-05 5.08133e-05 3.75341e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.11596500000000001 -0.19424999999999998 0.15100500000000003 0.089785000000000018
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=0.00020792099452919777 -0.00030586012172242346 -0.00039639412580500286 0.00031101504233208515 -3.2831841053319889e-05 -0.00027908028572254503 0.00041603991333278093
leaf_weight=0.001096473516931702 0.0010050711300215332 0.001122799751418508 0.0011834840244390049 0.0015492001892841835 0.0014146401804205852 0.0013320171906463416
leaf_count=317 339 237 216 1539 535 727
internal_value=0 -3.62669e-05 4.77438e-06 -6.21114e-05 2.52595e-05 0.000174686
internal_weight=0 0.00760721 0.00660214 0.00541866 0.00429586 0.00288122
internal_count=3910 3593 3254 3038 2801 2266
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=1.50689e-05 2.23607e-05 3.45841e-05 3.78283e-05 2.47167e-05 1.73101e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-0.00010300685100035091 0.00021930629888790382 -0.00026628995018276392 -5.0966321066328796e-05 0.00037109894349470206 9.8279671207870262e-05 -0.00039227470444562577
leaf_weight=0.0010716318811118091 0.0010325306889558787 0.0013102114358091504 0.0010680853294876534 0.0016330264426584432 0.001382945401174937 0.0012282981343506598
leaf_count=595 408 303 685 508 718 693
internal_value=0 -3.29623e-05 1.49245e-05 0.00018325 -0.000108811 -0.000233527
internal_weight=0 0.0076942 0.00638399 0.00270466 0.00367933 0.00229638
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 0
split_gain=1.06558e-05 2.58298e-05 2.10994e-05 3.42855e-05 3.74076e-05 3.76954e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997
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=0.004836698982288167 -0.010012722247631981 -0.016029549864068095 0.019719875204601844 -0.0045586787290379793 -0.012581508543369875 0.022260258816605039
leaf_weight=0.0011671658790327196 0.0011416965582555678 0.0012064573070720613 0.001200919785136837 0.0010710320067419191 0.0013916533661879377 0.0010262784720052286
leaf_count=92 324 1916 818 125 319 316
internal_value=0 -0.00576913 0.00217851 0.00514632 0.00013002 0.00856465
internal_weight=0 0.00237362 0.00583158 0.00468988 0.00348896 0.00209731
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=6
num_cat=0
split_feature=4 151 16 15 43
split_gain=1.04297e-05 2.06189e-05 3.25618e-05 2.13287e-05 1.69403e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.085924999999999987 -0.038029999999999987 -0.083899999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0097392392427169544 0.0071413678775339509 -0.015229529603557931 -0.010926036778731179 0.015967919333927945 -0.00086148616291124467
leaf_weight=0.0012425946038551279 0.0015974475094714157 0.0018638532780071854 0.0010308558662390425 0.0010320317670006261 0.0014225575580783989
leaf_count=558 426 873 633 368 1052
internal_value=0 -0.00186486 -0.00456039 0.00114497 0.00621444
internal_weight=0 0.00659189 0.0053493 0.00348545 0.00245459
internal_count=3910 3484 2926 2053 1420
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=7
num_cat=0
split_feature=151 48 51 4 4 4
split_gain=9.30139e-06 2.81305e-05 3.89387e-05 3.62018e-05 1.75562e-05 2.47768e-05
threshold=-0.084129999999999996 0.096835000000000018 0.07919000000000001 0.15045000000000003 -0.017449999999999997 -0.23071499999999998
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=-0.0089740476564171331 -0.0091048074495131102 0.015792971877689393 -0.019267718070116735 0.014660974703140492 -0.013484412416671379 0.011900634492516396
leaf_weight=0.0010316017531661866 0.0011064605548522391 0.0011128051989962454 0.0010251114461730781 0.0015777353936557103 0.0011857385475851985 0.0011402071757665945
leaf_count=423 199 295 433 483 683 1394
internal_value=0 0.00118356 -0.00151018 0.00212314 -0.00363999 0.00155567
internal_weight=0 0.00714806 0.00603525 0.00501014 0.00343241 0.00224667
internal_count=3910 3487 3192 2759 2276 1593
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=7
num_cat=0
split_feature=2 160 16 3 2 0
split_gain=1.59512e-05 2.82789e-05 4.71148e-05 4.09688e-05 2.6846e-05 2.17467e-05
threshold=0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.018854999999999997 0.12663500000000003 -0.11756999999999999
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=0.00022088632587501366 0.0002955312285704084 -0.00015578859390753003 -9.453311384038094e-05 -0.00062548740005341377 -0.0001023125083372256 0.00019734357779153559
leaf_weight=0.0011436273685957636 0.0015146361925429473 0.0011445758499853151 0.0012571271848661834 0.0010057102546375488 0.0011451036547804772 0.0016186220714961292
leaf_count=861 398 213 706 192 369 1171
internal_value=0 -5.74059e-05 -0.000120729 -0.000330514 0.000124247 5.10687e-05
internal_weight=0 0.00616966 0.00502604 0.00226284 0.00265974 0.0027632
internal_count=3910 3143 2282 898 767 1384
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=7
num_cat=0
split_feature=52 4 12 2 12 0
split_gain=9.86929e-06 2.38453e-05 1.59453e-05 2.71698e-05 2.94721e-05 1.31235e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.083585000000000007 0.051320000000000005 -0.15137999999999999
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=-0.005433230841728769 -0.013551790147199434 0.013111006301702975 -0.013306535446380647 0.0060839388183686737 0.018169738616348637 -0.0097111837603614231
leaf_weight=0.0012656298534845663 0.0010783847501129175 0.0015336394493830571 0.0011043666457415452 0.001015608182132009 0.0010881344418033688 0.0010911958819665858
leaf_count=795 701 395 379 180 1207 253
internal_value=0 0.00472663 -0.00259519 0.000172973 0.00480548 -0.00209697
internal_weight=0 0.00279927 0.00537769 0.00427332 0.00319494 0.0021068
internal_count=3910 1190 2720 2341 1640 433
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=7
num_cat=0
split_feature=1 4 3 3 4 3
split_gain=9.27088e-06 2.75487e-05 2.08493e-05 3.02107e-05 2.45673e-05 4.05515e-05
threshold=1.0000000180025095e-35 -0.14963999999999997 -0.13309499999999996 -0.010319999999999998 0.0051950000000000008 0.11265500000000002
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=0.005479913145877203 -0.0100925431508792 -0.016286820136629038 0.017972702221815288 -0.011694862021354448 0.020090137058404546 -0.0068752448924569165
leaf_weight=0.0011612585029398901 0.0011389009534650777 0.0011645596328381683 0.00129729823138115 0.0011706923125748528 0.0010819039277953136 0.00115100043172021
leaf_count=88 334 1904 884 298 206 196
internal_value=0 -0.0054189 0.00204676 0.00498779 3.8519e-05 0.00619023
internal_weight=0 0.00232582 0.0058398 0.00470089 0.0034036 0.0022329
internal_count=3910 1992 1918 1584 700 402
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=7
num_cat=0
split_feature=42 160 160 0 47 16
split_gain=8.82097e-06 2.39155e-05 2.45504e-05 2.80778e-05 5.13421e-05 1.15459e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.0059850000000000016 0.086785000000000015 -0.097709999999999977
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=-0.0084136938786990838 -0.0096194014464662733 0.029735383973217934 -0.0098083717211998166 -0.0059340950754241152 -0.0032481830588563681 0.014597044842529201
leaf_weight=0.001096915597089027 0.0015783523482974758 0.0010114899287716201 0.0010006395995772925 0.001152133228781924 0.0013077541965568766 0.0010037953107001447
leaf_count=1060 1040 270 332 205 212 791
internal_value=0 0.00122585 0.00435189 0.0075181 0.0121821 0.0221951
internal_weight=0 0.00705416 0.00547581 0.00447517 0.00332304 0.00201529
internal_count=3910 2850 1810 1478 1273 1061
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=6
num_cat=0
split_feature=52 52 151 12 1
split_gain=9.68851e-06 2.24745e-05 1.6374e-05 3.65609e-05 3.681e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.0008699999999999999 0.098845000000000016 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0044582242842859691 -0.014045509947936286 0.013504589460301565 -0.0042722383236247514 -0.015331576790378979 0.01722352286847844
leaf_weight=0.0013635599275256453 0.0010065625131854732 0.0014238699251438011 0.0017413579494764695 0.0011332433458746296 0.0014684014386396574
leaf_count=777 372 413 1557 394 397
internal_value=0 0.00471751 -0.00255358 0.000109865 0.00556165
internal_weight=0 0.00278743 0.00534957 0.004343 0.00320976
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=6
num_cat=0
split_feature=0 1 47 48 16
split_gain=8.92811e-06 2.38546e-05 2.11886e-05 2.64841e-05 5.38773e-05
threshold=0.055865000000000005 1.0000000180025095e-35 0.086425000000000016 0.085790000000000019 -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=-0.014754398309047709 0.0071774005008407721 0.028177643775054797 -0.0076012385323389574 -0.0067324774132758274 -0.0013869993348457497
leaf_weight=0.0011402176274091123 0.0014101094997694607 0.0010805351881048942 0.0018575559936292057 0.0012019982830846136 0.0014349980717645984
leaf_count=1905 255 357 377 246 770
internal_value=0 -0.00157532 0.00112006 0.00547787 0.0113124
internal_weight=0 0.00671531 0.00557509 0.00371753 0.00251553
internal_count=3910 3655 1750 1373 1127
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=7
num_cat=0
split_feature=3 2 2 1 0 15
split_gain=2.11611e-05 2.54538e-05 3.83775e-05 2.9724e-05 3.23127e-05 4.88012e-06
threshold=-0.15464999999999998 0.097940000000000013 0.11339500000000001 0.095575000000000007 -0.13027499999999997 -0.089024999999999979
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.00026337660086398721 -3.0524474667598936e-05 0.00031515518143080052 -0.00010318818600690496 -5.5172039597189805e-05 -0.00048382756314285509 0.00013816747025761076
leaf_weight=0.0010141378452438376 0.0010970545872447804 0.0015690136565706717 0.0018222302181211919 0.0010022286336684653 0.0013468016060717597 0.0010055230905283278
leaf_count=259 188 434 593 189 1962 285
internal_value=0 -3.76165e-05 9.03651e-05 -0.000135113 -0.000280338 4.16563e-05
internal_weight=0 0.00784285 0.00339124 0.00445161 0.00244386 0.00200775
internal_count=3910 3651 1027 2624 2150 474
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=7
num_cat=0
split_feature=52 2 52 0 47 16
split_gain=1.00162e-05 1.74091e-05 1.64906e-05 2.06767e-05 2.89304e-05 3.15631e-05
threshold=-0.081429999999999989 0.086775000000000005 -0.0066199999999999991 -0.14674999999999996 0.082930000000000018 -0.23935499999999996
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=-0.0030189890972843279 -0.013277253330098103 0.015432197260450413 0.010708224876839737 0.0038810770019732915 0.010732759322625404 -0.018482791090379227
leaf_weight=0.0010462132153438697 0.0010827143953248859 0.001000266882040727 0.0013879754725743664 0.0010768031099261596 0.0010075730279752808 0.0015246072179533649
leaf_count=315 527 656 267 328 254 1563
internal_value=0 0.00599948 -0.00208868 0.000335594 -0.00365361 -0.0092257
internal_weight=0 0.00204648 0.00607967 0.00499696 0.00360898 0.00260141
internal_count=3910 971 2939 2412 2145 1891
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=6
num_cat=0
split_feature=52 52 151 12 0
split_gain=9.12554e-06 2.07783e-05 1.49134e-05 3.18812e-05 3.46341e-05
threshold=-0.048794999999999991 -0.087604999999999988 -0.0008699999999999999 0.098845000000000016 -0.075584999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0020529724415648955 -0.013466304675243845 0.015826353206245126 -0.0035195847916911025 -0.014367375748538936 0.017624283584391102
leaf_weight=0.0017481884182282692 0.001001612028330167 0.0010347002351473577 0.0018844593674795262 0.00112979965218755 0.0013155106869795598
leaf_count=874 372 316 1580 394 374
internal_value=0 0.0045947 -0.00246988 7.39445e-05 0.00517268
internal_weight=0 0.00278289 0.00533138 0.00432977 0.00319997
internal_count=3910 1190 2720 2348 1954
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=6
num_cat=0
split_feature=16 1 47 13 16
split_gain=1.91242e-05 2.73637e-05 5.26658e-05 2.3661e-05 4.4089e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025102746075530616 -0.00022736377161815892 0.00042071558442397525 -0.00010827721727261472 -0.000149777784652684 0.00035036704995358589
leaf_weight=0.0010430302274485898 0.0019275351288314375 0.0015983605841982131 0.0013221081578863039 0.0016562224152703513 0.001146881079319791
leaf_count=179 1677 554 195 870 435
internal_value=0 3.19971e-05 0.000181238 -6.01373e-05 5.48549e-05
internal_weight=0 0.00765111 0.00292047 0.00473064 0.0028031
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=6
num_cat=0
split_feature=3 39 1 47 4
split_gain=9.24387e-06 1.91042e-05 2.67714e-05 4.2034e-05 3.19682e-05
threshold=0.13772500000000001 0.005105000000000001 0.11593500000000001 0.085165000000000018 -0.0077799999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015375611261873076 0.0081177753803280666 0.0099630237876177034 -0.018526245437926372 0.017519354931196492 0.0032523070369378342
leaf_weight=0.0017533997305002485 0.0011852906091678545 0.0012124040229169299 0.0010217378063859242 0.0010003710443496515 0.001941259991226922
leaf_count=1941 239 424 184 330 792
internal_value=0 -0.00143883 -0.00385692 -0.000664567 -0.00558807
internal_weight=0 0.00692917 0.00571677 0.00469503 0.00369466
internal_count=3910 3671 3247 3063 2733
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=7
num_cat=0
split_feature=3 2 2 1 1 2
split_gain=2.00335e-05 2.04081e-05 5.52585e-05 3.38066e-05 3.19374e-05 2.90851e-05
threshold=-0.15464999999999998 0.097940000000000013 0.11339500000000001 0.095575000000000007 0.11866500000000001 0.086875000000000022
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.00025174103823103123 -0.00053389936640954301 0.00034106904407064112 -0.00015645423845834261 0.00030552824488215053 -0.00018561923976277779 -0.00010138808765112942
leaf_weight=0.0010287107666539586 0.001020556516968638 0.0016011936204332771 0.0018498718787212614 0.0010219611588639162 0.001014153661338383 0.0014429550777898105
leaf_count=259 1114 434 593 289 185 1036
internal_value=0 -3.90512e-05 7.4382e-05 -0.000126051 6.08962e-05 -0.000280564
internal_weight=0 0.00795069 0.00345107 0.00449963 0.00203611 0.00246351
internal_count=3910 3651 1027 2624 474 2150
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=5
num_cat=0
split_feature=51 1 2 0
split_gain=9.06097e-06 2.1591e-05 2.96499e-05 1.86904e-05
threshold=-0.09021499999999999 0.11561500000000001 0.086650000000000019 -0.089879999999999974
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0082086288061130296 -0.015642051393409427 0.0092873618910741234 -0.0065936694662129224 0.0073163300326592219
leaf_weight=0.0011432413944069235 0.0016217335735182873 0.0014881154516852933 0.0019026575174797312 0.0019621510039501112
leaf_count=515 1293 451 580 1071
internal_value=0 -0.00139596 -0.0042936 0.000468393
internal_weight=0 0.00697466 0.00548654 0.00386481
internal_count=3910 3395 2944 1651
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=7
num_cat=0
split_feature=42 43 0 47 52 13
split_gain=8.57885e-06 2.23077e-05 1.9391e-05 3.37127e-05 3.25774e-05 1.93294e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 0.0059850000000000016 0.077735000000000012 -0.0066199999999999991 -0.071149999999999977
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=-0.0082770746189091953 0.00043869948321482565 -0.0037482726732890183 -0.013531089158371838 -0.014360475356328251 0.01814497453125986 0.019708832169406242
leaf_weight=0.0010937030358231124 0.0010575671514256426 0.0013925567344816613 0.001191169063868389 0.0010226621856735669 0.0013276586401212852 0.0010250777270441524
leaf_count=1060 972 321 229 181 786 361
internal_value=0 0.00124474 -0.00241852 0.00111805 0.00693719 0.00992346
internal_weight=0 0.00701669 0.00493405 0.00374288 0.00272022 0.00208264
internal_count=3910 2850 1517 1288 1107 1333
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=7
num_cat=0
split_feature=16 0 47 2 4 4
split_gain=1.36382e-05 2.15103e-05 6.32819e-05 2.66721e-05 5.15012e-05 1.64927e-05
threshold=-0.52908499999999992 -0.017269999999999997 0.09252500000000001 0.11230000000000001 0.0057500000000000008 -0.41745999999999994
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=-0.00021805142364190495 -3.8587861742046416e-05 1.8392900061535031e-05 -0.00045282567740986986 -0.00018387592117613804 0.00047095184762816519 0.00036798353455992785
leaf_weight=0.0010235869322501841 0.001968915546242401 0.0010370165936084271 0.0011385495081196314 0.0011993199217223442 0.0012448066074392762 0.001038341349879509
leaf_count=179 2129 220 342 447 383 210
internal_value=0 2.299e-05 -4.06771e-05 6.56558e-05 0.000158778 0.0001933
internal_weight=0 0.00762695 0.00555159 0.00441304 0.00321372 0.00207536
internal_count=3910 3731 3301 2959 2512 430
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=6
num_cat=0
split_feature=0 15 4 15 15
split_gain=8.41419e-06 2.14533e-05 2.55538e-05 1.75055e-05 1.00868e-05
threshold=0.055865000000000005 1.0000000180025095e-35 -0.0010999999999999996 -0.10071499999999999 -0.20388499999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.01150042910073836 0.0069910291397212556 -0.012852389051487981 -0.0042761841889073834 -0.011649710874019711 0.0093585151008467437
leaf_weight=0.0016866269097073469 0.0014069991568207074 0.0013362889668785179 0.001111356726450106 0.0015061082604377321 0.0010601529221136586
leaf_count=971 255 1491 354 628 211
internal_value=0 -0.00151543 0.00130872 -0.00336539 0.00238041
internal_weight=0 0.00670053 0.00536424 0.00367762 0.00217151
internal_count=3910 3655 2164 1193 565
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=7
num_cat=0
split_feature=157 160 49 47 15 52
split_gain=1.44964e-05 7.13709e-05 2.96356e-05 4.07455e-05 5.64384e-05 5.12282e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.089635000000000006 0.09252500000000001 -0.03231499999999999 0.071660000000000015
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=0.00021679801661501268 -0.00050069457327582361 0.00033429123038755426 0.00035245995415347038 -0.00033933988184779582 -0.00038977083196350168 0.0001525946627650868
leaf_weight=0.0010096138739470817 0.0010801519454119012 0.0018576048264814073 0.0010071412115791011 0.0011658544083589647 0.0012998870700566846 0.0013807650289885227
leaf_count=587 813 528 387 177 735 683
internal_value=0 -3.29145e-05 4.23731e-05 -1.23771e-05 7.16179e-05 -0.000110406
internal_weight=0 0.0077914 0.00671125 0.00570411 0.00453826 0.00268065
internal_count=3910 3323 2510 2123 1946 1418
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=7
num_cat=0
split_feature=2 52 3 15 42 0
split_gain=1.6498e-05 2.74961e-05 3.01132e-05 4.53231e-05 7.87406e-05 2.69658e-05
threshold=0.10946500000000002 0.092885000000000009 0.090325000000000003 -0.089964999999999976 0.08401500000000002 -0.13506999999999997
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=-0.00035980615956550914 -4.1023301276461132e-05 -0.00033725820670895518 0.00030010551450923882 -0.00020957811349657472 0.00047864712403568679 0.00036123460695839819
leaf_weight=0.0014006974747569779 0.0015504696849559731 0.0011243204037051212 0.0010346329746345161 0.0015358584717801384 0.0010946945015342174 0.0010919501872831742
leaf_count=534 208 663 177 961 808 559
internal_value=0 -5.9865e-05 1.69951e-06 -7.48873e-05 7.68242e-05 0.000125205
internal_weight=0 0.0061902 0.00506588 0.00403125 0.00263055 0.00264242
internal_count=3910 3143 2480 2303 1769 767
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=7
num_cat=0
split_feature=484 1 15 43 51 12
split_gain=1.75662e-05 2.00499e-05 3.60465e-05 4.19527e-05 2.73328e-05 3.54488e-05
threshold=0.084225000000000008 0.12263000000000002 -0.11739999999999999 -0.083899999999999988 0.043405000000000006 0.090715000000000018
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=-0.00041498491031904012 0.00024319029370246351 0.00016985781699856763 0.0002907859687335168 -0.00038106890009498382 0.00016018492046621511 7.5921004423563533e-05
leaf_weight=0.0010415293743290532 0.0010016849874328699 0.0015069926079336795 0.0012915293878674478 0.0018108172382221806 0.001003887160082261 0.0010203113520462581
leaf_count=321 470 333 665 1036 344 741
internal_value=0 -3.28937e-05 -8.24302e-05 -1.48671e-05 -0.000117803 -0.000216374
internal_weight=0 0.00767507 0.00616807 0.00512655 0.00383502 0.00283113
internal_count=3910 3440 3107 2786 2121 1777
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=7
num_cat=0
split_feature=15 16 52 0 13 13
split_gain=9.08843e-06 2.00084e-05 1.84623e-05 2.62651e-05 1.99084e-05 3.96247e-05
threshold=-0.24219999999999997 -0.38486499999999996 -0.092854999999999979 -0.13870499999999999 -0.083354999999999985 0.043015000000000005
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=0.00874950638722727 -0.013036111216312762 -0.0094220179154096452 0.015863765105850049 0.0097512032730420802 -0.019938430703903894 0.0075364161673780461
leaf_weight=0.0010272624319526431 0.0012084138012118991 0.0013024027050650873 0.0013378013485087817 0.001157956540390759 0.001079538453589103 0.0010217405270998917
leaf_count=317 323 744 238 703 1287 298
internal_value=0 -0.00131324 0.00108802 0.00406566 -0.000777045 -0.00657887
internal_weight=0 0.00710785 0.00589944 0.00459704 0.00325924 0.00210128
internal_count=3910 3593 3270 2526 2288 1585
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=9.02112e-06 2.49194e-05 2.76635e-05 3.80989e-05 2.37521e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0084945292751816403 0.013394247934149651 -0.01557314313985275 -0.0060990048910744936 -0.0186534172963282 0.010465369575342727
leaf_weight=0.0010749468156810334 0.0014101780688813926 0.0010473147974295145 0.0016565106728507507 0.0011202542572626554 0.001813241701571535
leaf_count=280 410 792 1748 368 312
internal_value=0 -0.00134021 0.00114411 -0.00261947 0.00255729
internal_weight=0 0.0070475 0.00600018 0.00459001 0.00346975
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=6
num_cat=0
split_feature=51 160 3 1 4
split_gain=9.55661e-06 2.22507e-05 2.02989e-05 4.4324e-05 2.95906e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.13309499999999996 0.10113500000000002 -0.043059999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0084572577358191774 -0.013466087669166741 -0.010276299683679107 0.00804305821258482 0.0165420246624455 -0.012981293891538443
leaf_weight=0.0011389950042519966 0.00125737667551398 0.0012092845484989959 0.0011953184257284775 0.00178813510328348 0.0015216077003991544
leaf_count=515 1009 218 1060 489 619
internal_value=0 -0.0014226 0.00122743 0.00431536 -0.00373158
internal_weight=0 0.00697172 0.00571435 0.00450506 0.00271693
internal_count=3910 3395 2386 2168 1679
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=7
num_cat=0
split_feature=11 16 3 151 0 0
split_gain=2.53722e-05 3.5436e-05 3.48935e-05 3.27092e-05 6.20296e-05 7.23328e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.10462499999999998 -0.053834999999999994
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=-0.00026286344078826251 -0.0002982477410028838 0.00038377585928765567 0.00030480547513894675 -0.00036655487331436955 0.0004518626083860447 -0.00019163681566656046
leaf_weight=0.001329565841960932 0.0010219870406397392 0.0012451120512044379 0.001210680398512339 0.0015948909451708919 0.0013083327504292898 0.0013798987321865846
leaf_count=394 279 195 512 235 1952 343
internal_value=0 2.96839e-05 8.74025e-05 2.02327e-05 -6.02056e-05 0.000121547
internal_weight=0 0.00806848 0.00673891 0.0054938 0.00428312 0.00268823
internal_count=3910 3631 3237 3042 2530 2295
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=3.55535e-05 2.53847e-05 4.73373e-05 3.27806e-05 4.73029e-05 4.02627e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00021209149735659644 -0.00034888335169160935 0.00042679184954061053 -0.00037532497462638645 -0.0002963946233999462 0.00032750295028802668 0.0001124968842725443
leaf_weight=0.0013384468813668251 0.001046276049408182 0.0012582578737411476 0.0010863302939955923 0.0011065536518776089 0.0017912922181341339 0.0016213375940884328
leaf_count=394 279 195 916 316 560 1250
internal_value=0 3.49279e-05 8.30971e-05 5.94869e-06 8.03123e-05 -8.32198e-05
internal_weight=0 0.00820222 0.00686377 0.00560551 0.00449896 0.00270767
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=7
num_cat=0
split_feature=52 4 52 0 16 1
split_gain=9.20953e-06 1.74111e-05 1.56906e-05 1.93503e-05 2.7489e-05 1.52255e-05
threshold=-0.081429999999999989 -0.012939999999999998 -0.0066199999999999991 -0.14674999999999996 -0.055679999999999993 0.10113500000000002
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=-0.003317345073380891 -0.012891736561001843 0.015128255625416984 0.010401225801370134 -0.0048450642899106706 -0.014014357482245955 0.012015453657719654
leaf_weight=0.0010401750798507399 0.001085876343153414 0.0010072745343284457 0.0013889644724208146 0.001051991451453021 0.0014707147888858912 0.0010910704693254394
leaf_count=591 527 380 267 1303 541 301
internal_value=0 0.00575725 -0.00199557 0.000369508 -0.00348621 0.00373892
internal_weight=0 0.00204745 0.00608862 0.00500274 0.00361378 0.00214306
internal_count=3910 971 2939 2412 2145 1604
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=7
num_cat=0
split_feature=484 1 1 48 0 2
split_gain=8.68855e-06 1.85965e-05 3.14539e-05 5.02651e-05 4.82462e-05 2.27736e-05
threshold=0.073820000000000011 0.12263000000000002 0.11052000000000002 0.088875000000000023 -0.10209999999999998 0.090695000000000012
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=-0.022486406577082008 0.0085089199833826793 0.0089259163453563189 -0.019368196843764767 0.019123091892475651 0.013726931080286121 -0.006047871082798504
leaf_weight=0.0011764674244667483 0.0010370873143718427 0.0014237758944672428 0.0010623703295769516 0.0010350430907742842 0.001003362065334572 0.0013880449891973316
leaf_count=368 503 333 247 350 1393 716
internal_value=0 -0.00129081 -0.00385843 -0.000278722 -0.0059072 0.00224904
internal_weight=0 0.00708906 0.00566529 0.00460292 0.00356787 0.00239141
internal_count=3910 3407 3074 2827 2477 2109
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=7
num_cat=0
split_feature=0 4 4 12 15 4
split_gain=8.23932e-06 2.21214e-05 3.15587e-05 1.90164e-05 2.7024e-05 7.01465e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.0010999999999999996 0.098355000000000012 -0.13823999999999997 0.055260000000000011
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=-0.013380970831402795 0.006901273851713719 0.016215634026994868 0.0070378527303820992 0.0089861841003682878 0.0057911391192599941 -0.02979361781577386
leaf_weight=0.0012701367387521201 0.0014133272270539241 0.0011221039900866777 0.0010212070624048791 0.0010637513360385376 0.0010706724937509403 0.0011478506332635975
leaf_count=1385 255 957 349 273 318 373
internal_value=0 -0.00150127 0.00127979 -0.00261464 -0.00642372 -0.0126202
internal_weight=0 0.00669572 0.00542559 0.00430348 0.00323973 0.00221852
internal_count=3910 3655 2270 1313 1040 691
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=8
num_cat=0
split_feature=16 0 52 15 49 52 52
split_gain=1.64033e-05 2.15271e-05 5.67632e-05 4.44502e-05 5.56279e-05 1.74154e-05 1.66862e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 -0.11739999999999999 -0.0019649999999999997 0.024145000000000003 0.0074400000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -6
right_child=1 5 3 4 6 -7 -8
leaf_value=-0.00023623341541113886 -0.00045474737319489044 0.00038015137931667113 -0.00029530322850989722 -0.00013667029222355951 0.00054149768648074415 1.8812690984049437e-05 0.00018875126723450579
leaf_weight=0.0010256189277192346 0.0010145513445721406 0.0010258269480730962 0.0010473268459587231 0.0013952129207119865 0.0010616511779834858 0.0010254550730712485 0.0010023577746616718
leaf_count=179 597 319 394 426 819 111 1065
internal_value=0 2.7998e-05 -3.57265e-05 5.86069e-05 0.000165758 0.000199515 0.000370191
internal_weight=0 0.00757238 0.0055211 0.00450655 0.00345922 0.00205128 0.00206401
internal_count=3910 3731 3301 2704 2310 430 1884
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=6
num_cat=0
split_feature=15 151 160 12 4
split_gain=8.51012e-06 2.7196e-05 3.81394e-05 4.12811e-05 5.11711e-05
threshold=-0.11739999999999999 -0.076429999999999984 1.0000000180025095e-35 0.093125000000000013 -0.016464999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0061543623892525538 0.015879067040478412 0.0070088846757260488 -0.018798976510182686 0.017229003930146643 -0.020312427356929105
leaf_weight=0.0017757712229360756 0.0011118183095024849 0.0017040073547840251 0.0010098056658528415 0.0013529086887223117 0.0011469332071625698
leaf_count=614 487 1131 404 782 492
internal_value=0 0.00168 -0.00134797 0.00284393 -0.00398248
internal_weight=0 0.00632547 0.00521365 0.00420385 0.00285094
internal_count=3910 3296 2809 2405 1623
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=7
num_cat=0
split_feature=157 160 151 160 0 0
split_gain=2.4091e-05 5.61423e-05 2.59348e-05 4.84377e-05 6.16406e-05 4.08092e-05
threshold=-0.062384999999999996 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 -0.053834999999999994 -0.10209999999999998
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=0.00027890938662584341 -0.00044842227595773477 -0.00020374994065287599 0.00016575402740493449 -0.00030133639500849822 -9.6293032299918892e-05 0.00067289889098080195
leaf_weight=0.0010005104430960985 0.0011319838660288975 0.0015139987337995263 0.0014710556705784701 0.0010039991150351223 0.001839602567649928 0.0010422395973115868
leaf_count=569 823 379 237 397 305 1200
internal_value=0 -4.38106e-05 2.28494e-05 8.68923e-05 0.000176437 0.000376062
internal_weight=0 0.00800288 0.0068709 0.0053569 0.0043529 0.0025133
internal_count=3910 3341 2518 2139 1742 1437
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=7
num_cat=0
split_feature=151 4 0 12 0 0
split_gain=9.23547e-06 2.7189e-05 3.27893e-05 2.00618e-05 2.53235e-05 3.63544e-06
threshold=-0.084129999999999996 0.27608500000000008 -0.15517999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.060094999999999989
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=-0.0089593007973426102 -0.017604607387113138 0.014476584432161861 0.0052234179794433313 0.0050797574461068449 -0.014199608909649051 0.013729806547762596
leaf_weight=0.0010153050586988862 0.0010555458915564092 0.001272805621416251 0.0010061610022828204 0.0015003007397171805 0.0012480467416084837 0.0010035184792416131
leaf_count=423 163 390 247 2174 294 219
internal_value=0 0.0012385 -0.0016598 0.00187748 -0.00367516 0.00947102
internal_weight=0 0.00708638 0.00581357 0.00475803 0.00274835 0.00200968
internal_count=3910 3487 3097 2934 2468 466
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=6
num_cat=0
split_feature=15 13 16 16 2
split_gain=8.52158e-06 2.45311e-05 4.13463e-05 5.31977e-05 5.21048e-05
threshold=-0.11739999999999999 0.11596500000000001 -0.19424999999999998 0.15100500000000003 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0061583191716716671 -0.018736864891566774 0.015237365183271607 -0.0014245636751188558 -0.013295357647271478 0.025795841358808542
leaf_weight=0.0017746514331809186 0.0010669871254179583 0.0011024253447158659 0.0015344171199151162 0.0013138197672943001 0.0012981504804716764
leaf_count=614 257 218 1548 537 736
internal_value=0 0.00168456 -0.00118132 0.00333623 0.0110504
internal_weight=0 0.0063158 0.00521337 0.00414639 0.00283257
internal_count=3910 3296 3078 2821 2284
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 0
split_gain=8.64568e-06 2.35981e-05 2.81143e-05 6.05648e-05 5.31416e-05 1.13565e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.032484999999999993
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=0.013272711861460038 -0.007977769141488877 -0.01602082937631211 0.021223605351322918 -0.023500587847174539 0.010141433289027108 -0.0041872682425833216
leaf_weight=0.001332154015201298 0.0011706335743734107 0.0010809975646226769 0.0011954150616450892 0.0010594259737224335 0.0012287833186813259 0.0010059702745332097
leaf_count=888 487 644 229 323 1249 90
internal_value=0 0.0013163 -0.00154297 0.00194299 -0.00505369 0.00369139
internal_weight=0 0.00690275 0.00557059 0.00448959 0.00329418 0.00223475
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=7
num_cat=0
split_feature=3 1 16 3 0 52
split_gain=2.08367e-05 3.35158e-05 5.22078e-05 5.10809e-05 7.52449e-05 4.65537e-05
threshold=-0.15464999999999998 0.095575000000000007 -0.27337499999999998 0.086245000000000016 -0.072559999999999986 -0.074484999999999982
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=0.00025051415937834995 -0.00072413091703455346 -0.00022805814828565028 -6.739577167591959e-05 0.00010874042819182415 -1.2065703861988473e-05 0.00045087016515429651
leaf_weight=0.0010505211904887892 0.0011193303596301106 0.0014162908618625221 0.0011401826355265997 0.0014569235147171649 0.0011637506453626228 0.0016034900515599494
leaf_count=259 2077 313 300 153 425 383
internal_value=0 -4.34218e-05 7.76751e-05 -0.000178117 -0.000361171 0.000235495
internal_weight=0 0.00789997 0.00415996 0.00374 0.00228308 0.00274367
internal_count=3910 3651 996 2655 2502 683
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=6
num_cat=0
split_feature=4 42 15 3 4
split_gain=9.10799e-06 1.90989e-05 3.31608e-05 3.11585e-05 7.75649e-05
threshold=0.27608500000000008 0.086700000000000013 0.024640000000000006 0.11265500000000002 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0019208649305698274 0.0067561002255926775 -0.012192640097402414 -0.014992614231005542 -0.0087375524205689885 0.031704202233063354
leaf_weight=0.0018392901324380353 0.0015864126289981796 0.0013680553538642781 0.0010232847136015339 0.0011603697748553141 0.0010941052697865769
leaf_count=934 441 1261 840 147 287
internal_value=0 -0.00169712 0.00110888 0.00513364 0.0106207
internal_weight=0 0.00648511 0.00511705 0.00409377 0.0029334
internal_count=3910 3469 2208 1368 1221
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=7
num_cat=0
split_feature=3 3 2 1 1 1
split_gain=1.54701e-05 2.55755e-05 2.79516e-05 8.39886e-05 7.00603e-05 4.76277e-05
threshold=-0.15464999999999998 -0.084604999999999986 0.10393500000000001 0.079945000000000016 0.11198000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
right_child=1 2 4 5 -6 -7
leaf_value=0.00021962020041361457 -0.00024802905830035693 0.00058772370778641266 -0.00048275426300855808 -0.00038490600247739493 0.00018952951265364883 0.00016262549642057732
leaf_weight=0.0010123528767258779 0.0017317069258858285 0.0010845452617250992 0.0011761469600110913 0.0010456991591543715 0.0012081736553602777 0.001468665485223988
leaf_count=259 1078 897 421 443 315 497
internal_value=0 -3.81804e-05 2.25554e-05 0.00013164 -0.000142097 -6.50874e-05
internal_weight=0 0.00771494 0.00598323 0.00359891 0.00238432 0.00251436
internal_count=3910 3651 2573 1837 736 940
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=7
num_cat=0
split_feature=0 43 49 4 1 2
split_gain=1.16942e-05 2.87804e-05 2.89187e-05 3.73618e-05 2.96926e-05 2.27929e-06
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001 0.090905000000000014
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=-0.00032246698425911284 0.0001444629387518287 -0.00010536565034476862 0.00039260384807029812 -0.00025240937209225202 0.00017974627671341791 -0.00023772328268512351
leaf_weight=0.0011396224876026456 0.0016837620070715414 0.0010005909090916305 0.0012773856192051522 0.0011405073331308612 0.0013172529364452509 0.0010002863322747806
leaf_count=381 315 346 1644 590 343 291
internal_value=0 -3.78593e-05 1.86861e-05 0.000120585 -2.07927e-05 -0.000171534
internal_weight=0 0.00687565 0.00573602 0.00373515 0.00245776 0.00200088
internal_count=3910 3595 3214 2577 933 637
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=6
num_cat=0
split_feature=16 13 2 42 16
split_gain=9.57584e-06 4.03358e-05 3.15269e-05 7.25327e-05 3.7688e-05
threshold=0.22945500000000005 0.015450000000000002 0.11230000000000001 0.078965000000000021 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0055274804403283757 0.0072001613936346354 -0.016730837350512565 -0.0092633873191229153 -0.014717860931951996 0.029948258927171584
leaf_weight=0.0013839247742026821 0.0014901775564754687 0.001401181917309458 0.0016032786823477287 0.0010347355365725747 0.0011630407967425937
leaf_count=694 548 474 420 1434 340
internal_value=0 -0.00167672 0.00239148 0.00760856 0.0166789
internal_weight=0 0.00658616 0.00518498 0.0035817 0.00254697
internal_count=3910 3362 2888 2468 1034
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=6
num_cat=0
split_feature=2 2 43 13 3
split_gain=1.22595e-05 2.14843e-05 2.26136e-05 1.85008e-05 2.29815e-05
threshold=0.099015000000000006 0.087005000000000013 -0.074254999999999988 -0.089899999999999994 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.00019233308102375727 0.00027834016127509904 -0.00026303042921515466 -0.00013142802100994278 0.00018457655012104712 -0.00020221541018135606
leaf_weight=0.0015515163419962796 0.0012246431606412946 0.0015043816552648866 0.0017821583067615448 0.0011248430760641718 0.0012434349708380366
leaf_count=656 254 1085 1023 720 172
internal_value=0 -6.85225e-05 1.92527e-05 8.26752e-05 -1.85038e-05
internal_weight=0 0.00483806 0.00333367 0.00359292 0.00236828
internal_count=3910 2764 1679 1146 892
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=6
num_cat=0
split_feature=4 1 16 2 2
split_gain=1.75695e-05 3.90986e-05 1.8587e-05 3.63126e-05 5.46082e-05
threshold=0.24280000000000004 0.11235500000000002 -0.08755499999999998 0.106285 0.087005000000000013
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00022769963593290498 -0.0001288693993126919 0.00037616760091979223 0.00012047491333214081 0.00031119681734063931 -0.00038439294905790497
leaf_weight=0.0017286141436088538 0.0010929702944770213 0.0012790305542601417 0.0019634850393927435 0.0011562581932309636 0.0014189314643256864
leaf_count=792 206 343 1132 467 970
internal_value=0 0.000143457 -5.4674e-05 1.12252e-05 -9.13183e-05
internal_weight=0 0.002372 0.00626729 0.00453867 0.00338242
internal_count=3910 549 3361 2569 2102
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 12
split_gain=2.35908e-05 7.48433e-05 3.37728e-05 3.56476e-05 3.93094e-05 1.04685e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.081245000000000026 -0.0089749999999999986 -0.11756999999999999 0.084380000000000024
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=-0.00053974161732638938 0.00031809124199529587 -0.00040321677832787342 0.0002948771998059227 0.0001885720578284017 8.0616594029488619e-05 5.6090756542904285e-05
leaf_weight=0.0010560654034385769 0.0010034188012446078 0.0015007998360165276 0.0013860855146548921 0.0014403038701336175 0.0011329763475512809 0.0014105533079203569
leaf_count=597 247 263 408 1441 755 199
internal_value=0 -6.19204e-05 3.04963e-05 -5.94514e-05 -0.000195085 0.000164997
internal_weight=0 0.00651623 0.00546017 0.00407408 0.00263378 0.00241397
internal_count=3910 3464 2867 2459 1018 446
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=8
num_cat=0
split_feature=3 3 2 160 0 1 2
split_gain=2.3951e-05 2.0774e-05 4.09383e-05 2.53615e-05 4.38443e-05 5.58422e-05 1.58388e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 1.0000000180025095e-35 -0.10462499999999998 0.095575000000000007 0.11165000000000001
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=0.00027860519199307174 -0.00044684860910996376 6.8544026161732285e-05 6.600291468792021e-05 -0.00021237207766698594 -1.6903358181460454e-05 0.00061891509183230385 -0.00027613581086320557
leaf_weight=0.0010266353664547196 0.0012051363820861308 0.001028230345557004 0.001188656137910307 0.0012998749161104595 0.0010700020056350749 0.0010544119039653816 0.0010220584168852767
leaf_count=259 1105 184 1042 319 451 371 179
internal_value=0 -3.98251e-05 -0.000192188 2.67966e-05 0.000101266 0.000298673 -0.000103277
internal_weight=0 0.00786837 0.00239379 0.00547458 0.0041747 0.00212441 0.00205029
internal_count=3910 3651 2147 1504 1185 822 363
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=6
num_cat=0
split_feature=4 0 43 4 3
split_gain=2.83116e-05 2.17544e-05 3.86682e-05 3.0414e-05 1.4308e-05
threshold=0.27608500000000008 -0.017269999999999997 -0.079109999999999986 -0.0010999999999999996 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00038878424680886771 0.0002204332767449557 0.00011792468848342375 0.00019936772972742932 -0.00032136987634402887 2.4784070166348735e-06
leaf_weight=0.0015144234604582405 0.0017401591343365417 0.0019394103881736771 0.0014876330752969838 0.0011002615522189519 0.001002345249611937
leaf_count=1122 441 345 1365 519 118
internal_value=0 -5.8858e-05 -0.000126023 -1.51858e-05 -0.000166986
internal_weight=0 0.00704407 0.00510466 0.00359024 0.00210261
internal_count=3910 3469 3124 2002 637
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=6
num_cat=0
split_feature=2 2 43 13 3
split_gain=1.09528e-05 2.17264e-05 2.25079e-05 1.63165e-05 2.34275e-05
threshold=0.099015000000000006 0.087005000000000013 -0.074254999999999988 -0.089899999999999994 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.010318644059162177 0.013784715622543908 -0.013372653835733272 -0.0064744545637928259 0.0099338951342657252 -0.01033789780387556
leaf_weight=0.0015000450370160506 0.0011768434162352163 0.0014486999220459209 0.0017056548096496065 0.0010860287201928487 0.0012000078306901307
leaf_count=656 254 1085 1023 720 172
internal_value=0 -0.00320938 0.00138355 0.0042177 -0.000707365
internal_weight=0 0.0046544 0.0032057 0.00346288 0.00228604
internal_count=3910 2764 1679 1146 892
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=8
num_cat=0
split_feature=11 13 1 52 3 2 2
split_gain=2.02033e-05 3.12966e-05 5.23041e-05 3.29398e-05 3.48801e-05 6.40848e-05 3.81161e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 -0.091329999999999981 -0.069909999999999986 0.11230000000000001 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-5.9220694769315239e-05 -0.00026506649637310408 0.00025617023609933806 0.00051990243744281649 -0.00039970104528330979 -7.3112669592059182e-05 -0.00042316427032902876 0.00045473746113273701
leaf_weight=0.0012564727960085063 0.0010010879499831151 0.0010752860242837113 0.0011468811096695709 0.0012764090402090388 0.0010999530465021154 0.0010013496587746558 0.0010078795617982591
leaf_count=926 279 411 647 996 249 208 194
internal_value=0 3.06827e-05 0.000217137 -5.13766e-05 -0.000126783 -1.47419e-05 0.000179284
internal_weight=0 0.00786423 0.00240335 0.00546088 0.00438559 0.00310918 0.00210783
internal_count=3910 3631 1573 2058 1647 651 443
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=6
num_cat=0
split_feature=4 0 3 1 3
split_gain=2.84116e-05 2.22714e-05 4.34607e-05 4.28641e-05 3.12292e-05
threshold=0.27608500000000008 -0.06402999999999999 0.086245000000000016 0.094385000000000011 -0.115685
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00056531381976649244 0.00022281927730639556 0.0003541372117150882 7.1779787476065833e-05 -2.8057649979615533e-05 -7.2108486329868176e-05
leaf_weight=0.0012920828587473466 0.0017447179195398902 0.001010451900478701 0.0019079323598941589 0.0010229641647195847 0.0019100172583150924
leaf_count=2278 441 167 216 341 467
internal_value=0 -5.62856e-05 -0.000147333 -0.000327913 7.53681e-05
internal_weight=0 0.00714345 0.00422298 0.00231505 0.00292047
internal_count=3910 3469 2835 2619 634
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=7
num_cat=0
split_feature=3 3 2 160 0 1
split_gain=1.96703e-05 2.59344e-05 4.96144e-05 3.38891e-05 3.67174e-05 5.65078e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 1.0000000180025095e-35 -0.10462499999999998 0.095575000000000007
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=0.00025313046691573975 -0.00049491728873958096 -6.6237669606421454e-05 7.7001408411086665e-05 -0.00024335602061552753 -1.5815420052184422e-05 0.00062954456631153792
leaf_weight=0.0010011606062243087 0.001177431436556294 0.0020118760010866756 0.0011554757360184595 0.0012741826965695993 0.0010493129338686241 0.0010372824246185713
leaf_count=259 1105 363 1042 319 451 371
internal_value=0 -3.90211e-05 -0.000211649 3.59372e-05 0.000122767 0.000305004
internal_weight=0 0.00770556 0.00233291 0.00537265 0.00409847 0.0020866
internal_count=3910 3651 2147 1504 1185 822
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=7
num_cat=0
split_feature=3 3 2 1 3 15
split_gain=1.32732e-05 2.86341e-05 4.2461e-05 2.78366e-05 4.62493e-05 2.35319e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 0.10561500000000001 0.11265500000000002 -0.0039399999999999991
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=0.00020794135692050637 -0.00047297501074508835 -0.0002632672395412007 5.6259682694274414e-05 0.00051826841868702765 -2.449393202027369e-05 9.2916963867146229e-05
leaf_weight=0.0010084008733779572 0.0011848047237721434 0.0014206918411407313 0.0011471853167367271 0.0010267884959055777 0.0014644902057545919 0.001431864088515531
leaf_count=259 1105 503 1042 340 258 403
internal_value=0 -3.13372e-05 -0.000212626 4.77754e-05 0.000199207 -8.44776e-05
internal_weight=0 0.00767582 0.00233199 0.00534383 0.00249128 0.00285256
internal_count=3910 3651 2147 1504 598 906
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=1.4746e-05 1.98725e-05 3.603e-05 2.05877e-05 3.17249e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.14867499999999997 -0.083924999999999986 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00017611637412663772 0.00016287486775772337 -0.00042145157078214696 0.00017201880161185943 -0.00026231317263817266 0.00014938999113716853
leaf_weight=0.0013090550819489328 0.0016904664281401213 0.0010406445662200512 0.0014899880083332701 0.0019295880931171851 0.0011475582736605267
leaf_count=556 441 199 694 1756 264
internal_value=0 -4.14137e-05 -9.2193e-05 -1.71698e-05 -0.000108777
internal_weight=0 0.00691683 0.00560778 0.00456713 0.00307715
internal_count=3910 3469 2913 2714 2020
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=7
num_cat=0
split_feature=11 13 1 52 0 13
split_gain=2.43022e-05 3.57368e-05 4.0962e-05 3.46645e-05 3.22412e-05 6.33708e-05
threshold=0.077330000000000024 -0.073799999999999991 0.076710000000000014 -0.091329999999999981 -0.15291499999999997 0.11596500000000001
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=-1.3062386516160318e-05 -0.00029121348903619529 0.00025390721151277896 0.00049520608620262109 8.4846314744818418e-05 -0.00050239922692267656 9.7827688127941778e-05
leaf_weight=0.0012916327206269661 0.0010255508483372989 0.001100176495266501 0.0011545051449324256 0.0016275204714849322 0.0016872913097786357 0.0011286148651551834
leaf_count=926 279 411 647 185 1267 195
internal_value=0 2.9412e-05 0.000226825 -5.76975e-05 -0.00013485 -0.000261828
internal_weight=0 0.00798974 0.00244614 0.0055436 0.00444343 0.00281591
internal_count=3910 3631 1573 2058 1647 1462
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=6
num_cat=0
split_feature=4 151 4 47 13
split_gain=1.14058e-05 1.60019e-05 2.90162e-05 2.70372e-05 2.35665e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 0.09023500000000001 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0083269901923294105 0.0074876430376580984 0.010869357929206321 -0.022808571368699807 -0.00087777169691496222 -0.0066841757175754154
leaf_weight=0.0012406706389083014 0.0016113779432517907 0.0015259366896128459 0.0012385799183850454 0.0010293315185798972 0.001533414697670299
leaf_count=556 441 1479 609 190 635
internal_value=0 -0.00190111 -0.00428314 -0.0128549 0.00207114
internal_weight=0 0.00656793 0.00532726 0.00226791 0.00305935
internal_count=3910 3469 2913 799 2114
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=7
num_cat=0
split_feature=4 12 15 160 16 13
split_gain=2.68732e-05 3.40076e-05 3.49714e-05 2.40395e-05 5.48657e-05 2.40272e-05
threshold=0.17888000000000001 0.097510000000000013 1.0000000180025095e-35 -0.026849999999999995 -0.055679999999999993 -0.0064299999999999991
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=0.00033126903544835283 0.00039787654850716468 -0.00039712115818209493 -0.00032323822213905747 0.00027437460977708221 -0.00023859474685409372 2.153069040606731e-05
leaf_weight=0.0010462388425939617 0.0010411164364723655 0.0010185282404424857 0.0010711669430391018 0.0014434673533241901 0.0018028678178435825 0.0017459997264519778
leaf_count=555 375 568 1241 286 665 220
internal_value=0 -6.8665e-05 -6.29403e-06 7.27961e-05 -1.05054e-05 0.000162113
internal_weight=0 0.00638227 0.00536374 0.00429257 0.00324634 0.00278712
internal_count=3910 3315 2747 1506 951 595
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=8
num_cat=0
split_feature=11 2 12 160 1 0 3
split_gain=2.39392e-05 2.7103e-05 3.61414e-05 3.36788e-05 3.27691e-05 0.00012212 3.15451e-05
threshold=0.077330000000000024 1.0000000180025095e-35 0.051320000000000005 -0.080184999999999992 0.076710000000000014 -0.18901999999999997 -0.078494999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.00010924608775474138 -0.00029179037243099159 -0.00022051089883477905 -0.00039962405492528915 0.00022143417878358763 -5.7798313500724659e-05 0.00081680422388716897 -0.0002495036316658103
leaf_weight=0.0010196002000448972 0.0010090172111851805 0.0010352743127257794 0.0011327478014275822 0.0011386579841217584 0.0014064820835085568 0.0010890832921387629 0.001052137745842353
leaf_count=236 279 643 662 1068 163 409 450
internal_value=0 2.89975e-05 -0.000158564 9.9554e-05 0.00017026 0.000323885 -4.73545e-06
internal_weight=0 0.00787398 0.00215235 0.00572164 0.00468636 0.00249557 0.0021908
internal_count=3910 3631 898 2733 2090 572 1518
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=6
num_cat=0
split_feature=13 151 3 16 1
split_gain=2.46274e-05 2.77348e-05 5.59077e-05 3.95721e-05 2.40372e-05
threshold=0.17936000000000002 -0.084129999999999996 -0.100615 0.081265000000000018 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00026452298512878383 -0.00029094127170092453 0.00037478573824346103 -9.2463297183635216e-05 -0.00032843151464016296 0.0002214507520907965
leaf_weight=0.0010299971647690625 0.0010020934959916348 0.0018220420296263555 0.0017671779066450273 0.0012506484289592241 0.0019983172499559356
leaf_count=397 221 380 1857 463 592
internal_value=0 3.54332e-05 8.06139e-05 -2.62398e-05 7.41283e-05
internal_weight=0 0.00786818 0.00683819 0.00501614 0.0037655
internal_count=3910 3689 3292 2912 2449
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=7
num_cat=0
split_feature=2 52 0 150 12 43
split_gain=1.0323e-05 3.02486e-05 2.14321e-05 2.11071e-05 2.05116e-05 1.80738e-05
threshold=0.10946500000000002 0.092885000000000009 -0.13506999999999997 0.084555000000000019 0.093125000000000013 -0.00084499999999999994
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.0099676645266242939 -0.0023769476177210053 -0.017814812961349267 0.016626781372234167 -0.010803959412356345 0.016669110959805125 0.0071393453603950038
leaf_weight=0.0010627446368033709 0.0014549838633603324 0.0010389147342773804 0.0010022474120094829 0.0011414068525721142 0.0010365065368655758 0.0014744219966155436
leaf_count=1167 208 663 559 296 509 508
internal_value=0 -0.00236858 0.00537423 0.00103482 0.00481604 -2.6279e-05
internal_weight=0 0.00575399 0.00245723 0.00471508 0.00357367 0.00253717
internal_count=3910 3143 767 2480 2184 1675
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=7
num_cat=0
split_feature=4 42 51 42 13 3
split_gain=2.42516e-05 2.28181e-05 2.78492e-05 3.77229e-05 3.688e-05 6.00546e-05
threshold=0.27608500000000008 -1.0000000180025095e-35 -0.032189999999999989 0.086700000000000013 -0.13934999999999997 0.088060000000000013
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=-0.00030930786313036399 0.00020606492393698665 -0.00029061486592181881 -0.00014228834445633964 -0.00025525488688070652 0.00052841175213020816 -7.3208028727033306e-05
leaf_weight=0.001116878529045239 0.0017434563273130699 0.001069586548787119 0.0011366867726049987 0.001132236570867742 0.0015469685211421539 0.0010855590525232408
leaf_count=1012 441 578 137 1038 593 111
internal_value=0 -5.20715e-05 -3.95563e-06 5.85987e-05 0.000152877 0.000280326
internal_weight=0 0.00708792 0.00597104 0.00490145 0.00376921 0.00263253
internal_count=3910 3469 2457 1879 841 704
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=7
num_cat=0
split_feature=4 42 133 0 0 2
split_gain=3.29871e-05 2.91822e-05 4.51077e-05 4.46997e-05 3.97e-05 3.95787e-05
threshold=0.27608500000000008 0.086700000000000013 0.065880000000000008 -0.017269999999999997 -0.10575999999999998 0.090905000000000014
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=0.00024121767655219814 0.00024230955888003927 -0.00030154379163234554 0.00037123249193567751 0.00027798038285921752 -0.00046014103648592649 -0.00027896771661359857
leaf_weight=0.0010900428022871831 0.0017446920529484511 0.0014997069949595591 0.0010573855414124167 0.0010452451895433131 0.0012751352239608374 0.0011616260871625539
leaf_count=160 441 1261 687 216 948 197
internal_value=0 -5.84915e-05 6.25869e-06 -7.81494e-05 -0.000183696 -2.71437e-05
internal_weight=0 0.00712914 0.00562943 0.00457205 0.0035268 0.00225167
internal_count=3910 3469 2208 1521 1305 357
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=7
num_cat=0
split_feature=11 2 0 42 13 3
split_gain=1.97013e-05 2.90979e-05 4.23376e-05 3.3146e-05 2.44934e-05 3.22513e-05
threshold=0.077330000000000024 0.097940000000000013 -0.053834999999999994 0.060615000000000009 -0.089899999999999994 0.090325000000000003
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=-0.00010721479682593174 -0.00025949228243820135 0.00041452089284180286 -0.00036812872224211487 0.00031343678180797361 0.00031159916961870468 -0.0001480848761657939
leaf_weight=0.0018935109551607009 0.0010030834637345899 0.0010642097655802546 0.001313812532188546 0.00116224188888847 0.0010577065614021507 0.0013180050053278047
leaf_count=992 279 224 239 1358 643 175
internal_value=0 3.24177e-05 -7.37774e-05 5.27781e-05 0.000167312 5.65742e-05
internal_weight=0 0.00780949 0.00436957 0.00305575 0.00343992 0.00237571
internal_count=3910 3631 2589 2350 1042 818
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=6
num_cat=0
split_feature=4 42 0 43 2
split_gain=1.01613e-05 1.67526e-05 3.11206e-05 3.99846e-05 3.10593e-05
threshold=0.27608500000000008 0.086700000000000013 -0.017269999999999997 -1.0000000180025095e-35 0.096750000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.020110312974366495 0.0070421206110415045 -0.011513146003512262 0.012761544480188633 0.011760840639023608 -0.01060411373936972
leaf_weight=0.001102749778807006 0.0016238146921319519 0.001396669140568821 0.0015381783913926209 0.0015243313283540318 0.0010477653381624676
leaf_count=1284 441 1261 274 401 249
internal_value=0 -0.00178683 0.000819042 -0.00417973 0.00265029
internal_weight=0 0.00660969 0.00521302 0.00367485 0.0025721
internal_count=3910 3469 2208 1934 650
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=6
num_cat=0
split_feature=49 47 15 16 3
split_gain=1.40639e-05 2.45032e-05 3.17023e-05 3.56319e-05 2.11029e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 -0.092014999999999986 -0.069909999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00046361828529113794 0.00021813784022709556 -0.00026944081108289212 -0.00024989056731955289 4.1753747302970183e-06 4.6030678559545241e-05
leaf_weight=0.0010683368828955165 0.0010256216099854198 0.001320916839948361 0.0017588382943131775 0.0016533535225648794 0.0019578626868438564
leaf_count=503 408 303 1672 600 424
internal_value=0 -2.61751e-05 2.3734e-05 0.000184519 -9.40068e-05
internal_weight=0 0.00775931 0.00643839 0.00272169 0.0037167
internal_count=3910 3502 3199 1103 2096
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=6
num_cat=0
split_feature=151 16 0 15 2
split_gain=9.02537e-06 2.894e-05 3.17701e-05 3.31504e-05 3.19269e-05
threshold=-0.084764999999999993 -0.50388999999999984 -0.075584999999999986 -0.095799999999999982 0.10113500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0088619110929346618 0.01642088787006693 -0.021916954795926157 0.013958016479051611 -0.00046088154520537841 -0.0067490401566828798
leaf_weight=0.0010161707776059677 0.0010653127756042845 0.0011678487140807676 0.0018643963104934295 0.0018781615469073009 0.0012397003550607797
leaf_count=406 242 398 561 1743 560
internal_value=0 0.00120417 -0.00143165 -0.0086872 0.00568812
internal_weight=0 0.00721542 0.00615011 0.00304601 0.0031041
internal_count=3910 3504 3262 2141 1121
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=6
num_cat=0
split_feature=2 52 0 2 2
split_gain=1.04336e-05 2.69224e-05 2.56443e-05 4.00998e-05 1.9165e-05
threshold=0.10946500000000002 0.084240000000000023 -0.10575999999999998 0.08400500000000001 0.12663500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.010962224180060754 0.013106213941061538 -0.014679099219973053 -0.014765054403290649 0.010152514551624229 -0.0047106279910548903
leaf_weight=0.0017201368603134842 0.0013985916922097108 0.0013568786896376956 0.0015960295340678027 0.0010848405733733333 0.0010623056598881046
leaf_count=356 398 1070 785 932 369
internal_value=0 -0.00236421 0.00143261 -0.00468191 0.00541514
internal_weight=0 0.00575789 0.00440101 0.00268087 0.0024609
internal_count=3910 3143 2073 1717 767
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=6
num_cat=0
split_feature=160 2 0 16 2
split_gain=9.02122e-06 1.9006e-05 4.2166e-05 3.50097e-05 3.00065e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.114825 0.079395000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.006286842781584364 0.017776922932336767 0.010249717813111818 -0.018356748297737178 -0.015709093248008257 0.0075281766150387345
leaf_weight=0.0017999347952807115 0.0011772004372175566 0.0018574402035976658 0.0011448285738303449 0.001061419949353194 0.0011663447577316382
leaf_count=1218 288 552 178 543 1131
internal_value=0 0.00172561 -0.00175433 0.00382779 -0.00354324
internal_weight=0 0.00640723 0.00454979 0.00340497 0.00222776
internal_count=3910 2692 2140 1962 1674
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=7
num_cat=0
split_feature=1 47 3 52 1 2
split_gain=1.00731e-05 1.75585e-05 2.85827e-05 4.95888e-05 7.4986e-05 2.98406e-05
threshold=0.12811000000000003 0.09252500000000001 -0.069909999999999986 -0.074484999999999982 0.088675000000000018 0.087005000000000013
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=0.0043480358281743929 0.0080838280261332027 -0.013575941728310718 -0.010234875057345001 -0.0053039126898917974 0.031280076911637818 -0.017917581939573456
leaf_weight=0.001108091407736163 0.0012896817741654193 0.0010316461175924069 0.0011770590715880339 0.0010066292679175668 0.0012635257979998751 0.0013176914524029748
leaf_count=1118 338 340 322 289 256 1247
internal_value=0 -0.00154394 0.000569596 0.00642172 0.0150581 -0.0077467
internal_weight=0 0.00690464 0.005873 0.00344721 0.00227016 0.00242578
internal_count=3910 3572 3232 867 545 2365
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=1.07224e-05 2.45201e-05 2.08711e-05 5.63504e-05 1.765e-05
threshold=-0.057994999999999998 -0.091114999999999988 -0.074484999999999982 -0.0083999999999999995 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0029861105420411829 -0.013792476435838051 0.01559953996609543 -0.015679401976045629 0.021332102662305345 0.00011415992302534484
leaf_weight=0.001684638242548712 0.0012859435372793342 0.0012267697203036097 0.0011616714695736987 0.0010050416081305072 0.001810249331658943
leaf_count=655 438 1119 864 244 590
internal_value=0 0.00484526 -0.00271796 0.000862969 -0.00605927
internal_weight=0 0.00291141 0.00526291 0.00397696 0.00297192
internal_count=3910 1774 2136 1698 1454
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=6
num_cat=0
split_feature=160 12 13 4 16
split_gain=8.94209e-06 1.59261e-05 2.03184e-05 3.89695e-05 3.39719e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 -0.083514999999999992 0.0057500000000000008 -0.15595499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0062677229292712111 -0.0096859179836819177 0.013355466176155309 -0.012463570042404016 -0.0039341892309769436 0.020754789416133356
leaf_weight=0.0017894185281281897 0.0010250208665241517 0.0015998711843513741 0.0015181643050857273 0.0011239302903783171 0.0011055486969644977
leaf_count=1218 393 590 1315 177 217
internal_value=0 0.00173254 0.00392125 -0.000106219 0.00830852
internal_weight=0 0.00637254 0.00534751 0.00374764 0.00222948
internal_count=3910 2692 2299 1709 394
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=6
num_cat=0
split_feature=43 1 13 52 43
split_gain=9.55598e-06 2.11985e-05 3.96096e-05 2.60998e-05 1.91295e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0023368869784223174 -0.019330934474884941 0.0095117404868140208 -0.0098148644828492827 0.01007425418402092 0.0140972948695244
leaf_weight=0.0016824782508300859 0.0014326879222506719 0.0011377451640209478 0.0011833949661208148 0.0014911828084799472 0.0012232436369485338
leaf_count=655 1191 271 318 356 1119
internal_value=0 -0.00256731 -0.0059133 0.00127411 0.00458153
internal_weight=0 0.00524501 0.00410727 0.00267458 0.00290572
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=7
num_cat=0
split_feature=43 15 0 49 16 16
split_gain=2.79901e-05 3.54887e-05 3.9828e-05 5.29511e-05 3.2883e-05 3.78406e-05
threshold=-0.18906999999999999 -0.03231499999999999 -0.10209999999999998 -1.0000000180025095e-35 0.10994000000000002 -0.084184999999999996
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=0.00026397059076168359 0.00024953220409123454 -0.00032021625419649378 0.00029331259646711723 -0.00032368051454331189 -0.00048029335038839545 0.00018903787439164381
leaf_weight=0.0012640439862152903 0.001047234293324015 0.0011258966217272458 0.0017617740213757482 0.0015172647313796473 0.0011002768228421211 0.0011180577400783829
leaf_count=261 203 544 1107 311 288 1196
internal_value=0 -5.09315e-05 6.63296e-05 -8.96044e-05 -0.000202627 -6.64787e-05
internal_weight=0 0.0076705 0.00432627 0.0025645 0.00334423 0.00224395
internal_count=3910 3649 1621 514 2028 1740
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=9.60536e-06 1.96399e-05 3.15617e-05 4.25492e-05 1.53257e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012685465314571079 0.0074393878730717889 -0.012366457191443782 -0.010756609116202508 0.020109694352413991 0.0043922010651945851
leaf_weight=0.0012918221409526634 0.0014236796441574719 0.0013287246501576585 0.0011119094357136046 0.0013255120186173716 0.0016721253571549981
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.00160167 0.0010312 0.00536302 -0.00165805
internal_weight=0 0.00673009 0.00543827 0.00410955 0.00278403
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=8
num_cat=0
split_feature=11 16 3 15 151 0 13
split_gain=2.95273e-05 4.81077e-05 4.77132e-05 2.8283e-05 6.4541e-05 4.03358e-05 1.89887e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.017214999999999998 -0.0074049999999999993 -0.10209999999999998 -0.012839999999999999
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=-0.00031588176535726471 -0.00032423023146966196 0.00044993241458255112 0.00030906074892994703 -1.0676893549469056e-06 -0.00057918989527023775 -3.8133401639678373e-05 0.00036008367795555864
leaf_weight=0.0012856219964815603 0.0010154043387453097 0.0012135819235417752 0.0010023444898231899 0.0010722683990560785 0.0010069537059210984 0.0011178013331582307 0.0011709868102916334
leaf_count=394 279 195 293 1053 182 873 641
internal_value=0 3.10533e-05 9.87981e-05 1.94495e-05 -0.000101071 -0.000294548 0.000187455
internal_weight=0 0.00786956 0.00658394 0.00537035 0.0031271 0.00212476 0.00224326
internal_count=3910 3631 3237 3042 1348 1055 1694
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=7
num_cat=0
split_feature=3 3 2 160 0 1
split_gain=2.04223e-05 2.17013e-05 4.96851e-05 2.82824e-05 4.24767e-05 5.74596e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 1.0000000180025095e-35 -0.10462499999999998 0.095575000000000007
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=0.00025838722078824522 -0.00047931965959225773 -9.4905744498455574e-05 9.4096810538304065e-05 -0.00022366298213437083 -1.5660710018092252e-05 0.00063471818254047974
leaf_weight=0.0010083535732042011 0.0011785122910851419 0.0019909671641089753 0.0011457842800456075 0.0012836695673543678 0.0010582007675541836 0.0010312001264789884
leaf_count=259 1105 363 1042 319 451 371
internal_value=0 -3.83937e-05 -0.000196649 3.01798e-05 0.000110038 0.000305326
internal_weight=0 0.00768833 0.0023243 0.00536404 0.00408037 0.0020894
internal_count=3910 3651 2147 1504 1185 822
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=7
num_cat=0
split_feature=3 160 16 15 16 13
split_gain=2.1341e-05 1.57482e-05 2.54473e-05 6.76557e-05 3.53365e-05 4.7389e-05
threshold=-0.15464999999999998 -0.080184999999999992 -0.45301499999999995 -0.10071499999999999 -0.072804999999999981 -0.070604999999999987
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=0.00026371229735343857 -0.00023533657952562557 -0.00024349439645848106 0.00049764248443633411 0.00019138744398692077 9.8878706452344646e-05 -0.00043417964665552912
leaf_weight=0.0010160486928073907 0.0013005458257095738 0.0013021798618907572 0.0010870881176416299 0.0014511295765484876 0.0011792617307086399 0.0014052656508570928
leaf_count=259 797 271 379 984 553 667
internal_value=0 -3.85691e-05 1.261e-06 6.34768e-05 -5.34748e-05 -0.000190957
internal_weight=0 0.00772547 0.00642492 0.00512275 0.00403566 0.00258453
internal_count=3910 3651 2854 2583 2204 1220
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=6
num_cat=0
split_feature=43 1 13 1 3
split_gain=9.87083e-06 1.78584e-05 3.27852e-05 2.40458e-05 1.68275e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 0.09112000000000002 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0019310020227797714 -0.01790474912962868 0.0084428881936679159 0.011485777489558792 -0.007576801021386948 0.013422572320731609
leaf_weight=0.0016700719096734576 0.0014328340969699547 0.0011419690533607252 0.0011836605785726887 0.0015006662622643267 0.001246724356605609
leaf_count=1238 1191 271 369 305 536
internal_value=0 -0.00262173 -0.0056907 0.00082889 0.00463157
internal_weight=0 0.00525913 0.00411716 0.00268433 0.0029168
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=7
num_cat=0
split_feature=11 16 3 47 2 52
split_gain=1.86061e-05 3.49701e-05 4.48508e-05 3.99816e-05 3.93056e-05 5.2784e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.10488500000000002 -0.069134999999999988
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=-0.0002676262533915608 -0.0002538406828463254 0.00042389262158119573 -8.447988383626099e-05 -0.0003355072352318516 -0.00017639432843379437 0.00045131684957850087
leaf_weight=0.0012849609029415045 0.0010152925826294604 0.001228443374758633 0.0012320651437456173 0.0010454539375612413 0.001409866849490825 0.0016584590897493737
leaf_count=394 279 195 531 316 528 1667
internal_value=0 2.82209e-05 8.60449e-05 8.40951e-06 9.2018e-05 0.000222937
internal_weight=0 0.00785925 0.00657429 0.00534585 0.00430039 0.00289052
internal_count=3910 3631 3237 3042 2726 2198
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=7
num_cat=0
split_feature=0 51 4 16 2 12
split_gain=9.44308e-06 2.90574e-05 2.56069e-05 2.44869e-05 2.64236e-05 1.11867e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.28937500000000005 -0.19424999999999998 0.086875000000000022 0.086355000000000015
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=-0.016316226657611385 0.013360272139260465 -0.015037933286704898 0.015152280169582175 -0.0094772039790764484 0.010969748589911996 -0.00084698586189513108
leaf_weight=0.0011603895499982218 0.0010009881848406202 0.0011052282240614332 0.0010461202730768088 0.0010607023283218434 0.0015638568906777843 0.0012417266150337902
leaf_count=540 264 247 305 1190 1182 182
internal_value=0 -0.0021225 0.00132611 -0.00255181 0.00270622 0.00549412
internal_weight=0 0.0059363 0.00477591 0.00372979 0.00262456 0.00224271
internal_count=3910 3464 2924 2619 2372 446
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=6
num_cat=0
split_feature=151 3 13 1 1
split_gain=9.92826e-06 2.81726e-05 4.18389e-05 4.14295e-05 9.01046e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 0.11593500000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093292950205319924 0.015726592382828062 0.011464354072990693 -0.01491143832624576 -0.022248627447805456 0.020224245040704594
leaf_weight=0.0010067218906632935 0.0011353183775552915 0.0017718871524020543 0.0017806255146882127 0.0012355977323541853 0.0012368716504133227
leaf_count=406 325 947 1663 279 290
internal_value=0 0.00127662 -0.00144626 -0.00682497 -0.000509327
internal_weight=0 0.0071603 0.00602498 0.00425309 0.0030175
internal_count=3910 3504 3179 2232 1953
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
num_cat=0
split_feature=43 1 13 1 3
split_gain=1.01158e-05 1.77848e-05 2.92468e-05 2.4905e-05 1.62233e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 0.09112000000000002 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.001752518302788446 -0.017252242902267519 0.0084246888634877861 0.011278693055368166 -0.0081414207429565243 0.013357168818148947
leaf_weight=0.0016620649468429591 0.0014311061088374314 0.001135931347297863 0.0011851225519673688 0.001491378503898608 0.0012413299252924839
leaf_count=1238 1191 271 369 305 536
internal_value=0 -0.00264997 -0.0057126 0.000457573 0.00470754
internal_weight=0 0.00524354 0.00410761 0.0026765 0.00290339
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 15
split_gain=9.16642e-06 2.93701e-05 3.58481e-05 2.54677e-05 3.90736e-05 1.6182e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 -0.0039399999999999991
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=0.0021877995758848735 -0.0084936926357990078 0.012327385478395327 -0.014908265304782124 -0.020056249967904866 0.0098358376020540803 0.019533440784334163
leaf_weight=0.001054314465452543 0.0011046845544294553 0.0011640376004508008 0.0012425544410167148 0.0011620431333432576 0.0013120392014669136 0.0010979237939098391
leaf_count=609 647 608 1274 221 149 402
internal_value=0 0.00130484 -0.00298648 -0.00778272 -0.00219969 0.0110364
internal_weight=0 0.00703291 0.00488067 0.00371664 0.00255459 0.00215224
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=7
num_cat=0
split_feature=11 13 4 15 13 16
split_gain=1.83545e-05 2.90246e-05 3.67868e-05 3.9367e-05 3.43107e-05 4.03684e-05
threshold=0.077330000000000024 -0.090744999999999978 0.26048500000000002 -0.094924999999999995 0.083175000000000013 0.032820000000000009
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=0.00025934217945833076 -0.00024884822793662002 0.00039212880273530482 -0.00032620795826460381 2.7205456375022796e-05 0.00024601906198416828 -0.00046638107826604987
leaf_weight=0.0016935566376676033 0.001008494193981602 0.0010086957658979553 0.0012804182745883705 0.0016487041682720675 0.0011120430527026613 0.0010382118133020295
leaf_count=534 279 321 310 1660 236 570
internal_value=0 3.22942e-05 -3.08651e-05 4.77933e-05 -4.36343e-05 -0.000163514
internal_weight=0 0.00778163 0.00608807 0.00480765 0.00379896 0.00268692
internal_count=3910 3631 3097 2787 2466 2230
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=7
num_cat=0
split_feature=3 52 48 2 13 3
split_gain=1.74619e-05 1.79609e-05 2.73315e-05 4.04864e-05 8.92747e-05 9.81254e-05
threshold=-0.15464999999999998 -0.092854999999999979 0.091875000000000012 0.10393500000000001 -0.083514999999999992 -0.00088499999999999983
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=0.00023846331151259476 -0.00024402445130043549 0.00067418547912282334 -0.0002226235642982313 -0.00019780536548435066 -0.0003654564238143198 0.00041821263332325869
leaf_weight=0.0010262228542875411 0.0012996229938308738 0.0010406863725551251 0.0015077229784248572 0.001442681374434113 0.0013548153102072393 0.0011238742019301427
leaf_count=259 663 691 345 473 1339 140
internal_value=0 -3.36778e-05 8.57576e-06 7.88258e-05 0.000192224 -1.01294e-05
internal_weight=0 0.0077694 0.00646978 0.00496206 0.00351938 0.00247869
internal_count=3910 3651 2988 2643 2170 1479
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=6
num_cat=0
split_feature=13 16 48 151 4
split_gain=1.11103e-05 2.12428e-05 2.37966e-05 2.7739e-05 3.32984e-05
threshold=0.11202500000000001 0.15100500000000003 0.092065000000000022 -0.016164999999999995 -0.0025899999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.018734462441228766 0.007943104308565381 -0.012920094500691088 -0.010465072408737132 0.011861113515008069 -0.0095452843088847973
leaf_weight=0.0010698250662724241 0.0014408531987299073 0.0013550206427645466 0.0013357795682442629 0.001304168349708223 0.001641036518654976
leaf_count=445 288 565 346 1522 744
internal_value=0 -0.00173561 0.00109671 0.00494326 -6.63014e-05
internal_weight=0 0.00670583 0.00535081 0.00401503 0.0029452
internal_count=3910 3622 3057 2711 2266
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 12
split_gain=1.70567e-05 1.51329e-05 4.12498e-05 5.71051e-05 7.15376e-05 2.80693e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.0002348786825912904 -0.00033083755708569117 0.00037049879044530982 -0.00046595942817515424 0.00032278059724021014 -0.00033048574227679693 6.824446304713642e-05
leaf_weight=0.0010026144410247139 0.0015250982029518642 0.0010601196845214686 0.0010108653679058539 0.0017264409155944753 0.0010283845419737886 0.0012193286229871426
leaf_count=259 1467 433 241 572 172 766
internal_value=0 -3.72777e-05 2.88337e-05 -6.73521e-05 7.89143e-05 -0.000153528
internal_weight=0 0.00757024 0.00482581 0.00376569 0.00275483 0.00274443
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=7
num_cat=0
split_feature=157 160 13 1 15 13
split_gain=1.99986e-05 6.47712e-05 2.90598e-05 4.42408e-05 4.49217e-05 4.13554e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.070604999999999987 0.089680000000000024 -0.10071499999999999 -0.16277999999999995
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=0.0002522473513251828 -0.00048165833559918791 -7.0281887742286434e-05 0.00021399499587827081 0.00010191715939103514 -0.00040787510543837746 0.00043455925243210099
leaf_weight=0.0010212674387447595 0.0010954673569085784 0.0011666596749300403 0.001428633380598301 0.0010858710953886585 0.0017127596493201147 0.0013408555050431533
leaf_count=587 813 169 971 147 485 738
internal_value=0 -3.94825e-05 3.24411e-05 -6.67578e-05 -0.000210075 0.000199674
internal_weight=0 0.00783025 0.00673478 0.00422726 0.00279863 0.00250752
internal_count=3910 3323 2510 1603 632 907
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 4
split_gain=1.51734e-05 1.82495e-05 3.5102e-05 5.85038e-05 7.88078e-05 3.16933e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.15333499999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00022645952924120008 8.2052239055029183e-05 0.00035596845437691599 -0.00044512925782293737 0.00035539912488559362 -0.00032598036105824696 -0.00034054317493426787
leaf_weight=0.001004718732932423 0.0012072907326861051 0.0010710571331591541 0.001029800249770888 0.0017524402414498099 0.0010398410667873306 0.0015690631230842788
leaf_count=259 131 433 241 572 172 2102
internal_value=0 -2.98007e-05 4.22462e-05 -4.56679e-05 0.000101655 -0.000156779
internal_weight=0 0.00766949 0.00489314 0.00382208 0.00279228 0.00277635
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=9134
num_leaves=7
num_cat=0
split_feature=151 3 13 0 49 15
split_gain=9.49426e-06 2.40367e-05 3.53007e-05 3.71222e-05 3.42409e-05 1.70828e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 -0.053834999999999994 -0.006494999999999999 -0.075094999999999981
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=-0.0091278520719290449 0.014578107974198805 0.010587143176808936 -0.015473633616332009 -0.02127794445827089 -0.0020224091966388083 0.016206120113680788
leaf_weight=0.0010058318834835177 0.001137718893726338 0.0017718509817574177 0.0010121046971865791 0.0011812681564455463 0.0010393613609042216 0.0010173099917589895
leaf_count=406 325 947 212 361 467 1192
internal_value=0 0.00124774 -0.00127077 -0.00621435 -0.0004159 0.00699413
internal_weight=0 0.00715961 0.0060219 0.00425004 0.00306878 0.00205667
internal_count=3910 3504 3179 2232 1871 1659
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.06961e-05 2.08736e-05 3.46825e-05 4.09859e-05 5.79231e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085790000000000019 -0.029944999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010928253292945982 0.0077843140168257861 0.02799596767283858 -0.013518599688761729 -0.0085943825679634378 -0.0023530809541154581
leaf_weight=0.001797309443941162 0.0014424732415166319 0.0013284306862792442 0.0011513492528345344 0.0012367446166273218 0.0011941985215100179
leaf_count=1859 288 662 310 250 541
internal_value=0 -0.00170758 0.00166716 0.00631797 0.0136289
internal_weight=0 0.00670803 0.00491072 0.00375937 0.00252263
internal_count=3910 3622 1763 1453 1203
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=8
num_cat=0
split_feature=11 16 3 15 151 0 3
split_gain=2.28093e-05 4.89501e-05 4.05601e-05 2.4995e-05 7.16288e-05 4.10748e-05 1.64526e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.017214999999999998 -0.0074049999999999993 -0.10209999999999998 0.086245000000000016
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=-0.00032001156019600654 -0.00028199647316273422 0.000419313773000653 0.00034082637846439418 1.270630379413256e-05 -0.00058003515458413522 -3.5213680073803393e-05 0.00034815939871906467
leaf_weight=0.0012848469105540663 0.0010145605413111073 0.0012311211493394505 0.0010158926759071055 0.0011083797861947433 0.0010051480776571069 0.0011302565054504038 0.0011405730869529856
leaf_count=394 279 195 293 1540 182 873 154
internal_value=0 3.02753e-05 9.81444e-05 2.49259e-05 -8.77666e-05 -0.000291665 0.000182834
internal_weight=0 0.00791622 0.00663137 0.00540025 0.0031513 0.0021354 0.00224895
internal_count=3910 3631 3237 3042 1348 1055 1694
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=7
num_cat=0
split_feature=1 150 160 52 15 2
split_gain=9.6141e-06 1.6081e-05 2.18055e-05 1.92352e-05 3.70322e-05 8.6928e-06
threshold=0.12811000000000003 0.08486500000000001 -0.07353999999999998 -1.0000000180025095e-35 -0.10192499999999999 0.096970000000000015
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=0.0079334338550383233 0.0079086186587129202 0.0080400054809216422 -0.019435889546629202 -0.019439584793486651 0.0097124668915898656 -0.00274061235048614
leaf_weight=0.0012011640109720802 0.0012856116622076991 0.0014018378331558086 0.0010023370679576632 0.0010153441087214919 0.0011380783555136487 0.0011045799000222525
leaf_count=738 338 401 874 237 1085 237
internal_value=0 -0.00151424 -0.00396658 -0.00732168 -0.0035947 0.00357893
internal_weight=0 0.00686334 0.0054615 0.00426034 0.003258 0.00224266
internal_count=3910 3572 3171 2433 1559 1322
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=7
num_cat=0
split_feature=47 159 2 1 15 2
split_gain=9.68665e-06 2.05087e-05 3.46408e-05 4.37125e-05 3.3414e-05 2.26783e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.091274999999999981 0.11542500000000001
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=0.018283944659531429 0.0076782961859676244 0.010992896388080658 -0.022501378943487887 0.006364239990301581 -0.017872559386060621 -0.00236223177376629
leaf_weight=0.0011474341392540134 0.0013594741848507712 0.0010903294084542549 0.0012608975383550545 0.0011470538626235638 0.0011283970116953092 0.0010046826974111599
leaf_count=1359 280 631 404 200 692 344
internal_value=0 -0.00157062 -0.00397872 0.00237005 -0.0056548 -0.0135706
internal_weight=0 0.00677879 0.00568847 0.00342289 0.00227545 0.00226558
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=8
num_cat=0
split_feature=11 13 16 12 0 43 1
split_gain=2.64596e-05 4.69219e-05 4.03623e-05 3.79459e-05 0.00010211 5.31952e-05 4.58921e-06
threshold=0.077165000000000025 -0.090744999999999978 -0.40374499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.074254999999999988 0.094485000000000013
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=0.00032074567613072275 -0.00030221715453927571 -0.00040180977849077953 0.00036716518915025045 0.00048164643405854493 -0.00058377546098028305 -0.00015398148614983095 3.2441605430308619e-05
leaf_weight=0.0017385900118284713 0.0010002436808015649 0.0010128568216149578 0.0010098213747754235 0.0010502090624756573 0.0010535086598351937 0.0010277743207033391 0.0010032785258339003
leaf_count=533 282 281 292 969 303 1049 201
internal_value=0 3.629e-05 -4.40276e-05 2.64118e-05 -5.68093e-05 0.000123365 -6.18941e-05
internal_weight=0 0.00789604 0.00615745 0.00514459 0.00413477 0.00308126 0.00203105
internal_count=3910 3628 3095 2814 2522 2219 1250
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=6
num_cat=0
split_feature=52 13 1 1 4
split_gain=9.10651e-06 2.53673e-05 2.24289e-05 1.99293e-05 3.19748e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.095575000000000007 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01143605828168443 -0.0084608689588039337 0.009085604268863243 -0.011748445886764413 0.013992943263141889 -0.013587307302182508
leaf_weight=0.0018276536828776254 0.0011058924692882218 0.0012116465426093119 0.0016843647226054965 0.0010286367736133985 0.0012781448327113492
leaf_count=520 647 882 349 360 1152
internal_value=0 0.00130122 -0.00225898 0.00228388 -0.00255363
internal_weight=0 0.00703045 0.00520279 0.00351843 0.00248979
internal_count=3910 3263 2743 2394 2034
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=7
num_cat=0
split_feature=376 4 52 52 16 12
split_gain=2.79398e-05 2.96379e-05 3.66613e-05 3.51031e-05 2.32354e-05 3.57107e-05
threshold=0.048375000000000008 -0.034289999999999994 -0.081429999999999989 0.071660000000000015 -0.110495 0.093870000000000023
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=-0.00041909838801423524 0.00031370512235872098 0.00036886868845382228 -0.00010465354765489339 3.658463753539843e-05 -0.00020329458809924391 0.00037297852761630936
leaf_weight=0.0013785490944130726 0.0010078521307239951 0.0011046356479600481 0.0014749855091374068 0.0012297381382748102 0.0017758532012601301 0.001016635807063089
leaf_count=914 206 475 487 859 813 156
internal_value=0 -3.27669e-05 5.04951e-05 -0.000204256 -3.19159e-05 9.02308e-05
internal_weight=0 0.0079804 0.00537211 0.00260829 0.00426747 0.00249162
internal_count=3910 3704 1931 1773 1456 643
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=6
num_cat=0
split_feature=43 1 0 2 3
split_gain=9.27695e-06 1.89527e-05 3.22111e-05 2.54015e-05 1.5889e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.23029999999999998 0.097940000000000013 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0018913530510251163 0.0097521278836500223 0.0089032321868325309 -0.019664268659421849 -0.0015147674787905803 0.013054111991994294
leaf_weight=0.0016591452542274584 0.0010155874017119416 0.0011354589020244983 0.0015752556055118438 0.0015106386694749808 0.0012452186450618115
leaf_count=1238 132 271 1258 475 536
internal_value=0 -0.00253032 -0.00569559 -0.0107795 0.00451637
internal_weight=0 0.00523694 0.00410148 0.00308589 0.00290436
internal_count=3910 2136 1865 1733 1774
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=6
num_cat=0
split_feature=49 3 3 43 15
split_gain=8.46175e-06 3.02301e-05 1.97111e-05 5.29006e-05 3.64921e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.032959999999999996 -0.074254999999999988 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.017552971889166928 0.0036400513154637767 -0.0062998077099506921 -0.0062898053591661438 -0.024514390365904998 0.014947484226119377
leaf_weight=0.0010433935536827098 0.0015882075377740116 0.0010826407761664865 0.0017895993393016452 0.001151041975666662 0.0014767560745436396
leaf_count=361 1114 198 480 1547 210
internal_value=0 0.00540642 -0.00193459 -0.00819054 0.00331181
internal_weight=0 0.00212603 0.0060056 0.00273925 0.00326636
internal_count=3910 559 3351 2661 690
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=7
num_cat=0
split_feature=15 52 16 12 2 52
split_gain=9.17019e-06 1.6142e-05 2.95474e-05 3.09523e-05 3.36021e-05 2.05889e-05
threshold=-0.24219999999999997 0.11110500000000002 0.24895000000000003 0.085185000000000025 0.084065000000000015 -0.0093349999999999978
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=0.0088335887478377655 0.0085973406594039726 0.010232688729469371 -0.018634932028769514 0.010450172119115454 -0.0031227758182326044 -0.02264104647147961
leaf_weight=0.0010236905579117045 0.0010651889957502083 0.001037740881760266 0.0010367280396829251 0.0017913850534248448 0.0010571615772957982 0.0011057047923021493
leaf_count=317 279 588 475 1512 422 317
internal_value=0 -0.00129097 -0.00326558 -9.11491e-05 -0.00594098 -0.0131009
internal_weight=0 0.00709391 0.00605617 0.00501944 0.00322806 0.00216287
internal_count=3910 3593 3005 2530 1018 739
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=6
num_cat=0
split_feature=52 151 2 43 13
split_gain=1.02057e-05 2.20683e-05 4.23516e-05 4.23381e-05 2.82064e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.089910000000000004 -0.074254999999999988 -0.090744999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00890710043208056 -0.0089341190072451861 0.0093887288714208234 0.02495550132456752 -0.017265047994395651 0.00487798398265197
leaf_weight=0.001602229162743463 0.0011073043103865619 0.0010746454945052357 0.0011214204074598329 0.001337904195102838 0.0018607966673180026
leaf_count=620 647 538 197 1008 900
internal_value=0 0.00139801 0.0044586 -0.0053924 0.0124278
internal_weight=0 0.006997 0.00539477 0.00241255 0.00298222
internal_count=3910 3263 2643 1546 1097
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
num_cat=0
split_feature=15 1 1 49 0
split_gain=1.0774e-05 2.57338e-05 4.04443e-05 2.80753e-05 3.29158e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.096230000000000024 -0.006494999999999999 -0.10783
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0088622210668426078 -0.0097092898135215308 0.018446073171632976 -0.014139447865461535 -0.0063035174335730332 0.016193421620385128
leaf_weight=0.0018272258195938702 0.0010035468741245524 0.0015553453595479045 0.0011028851211840958 0.0013060089962280686 0.0012954972274542324
leaf_count=1064 1436 432 266 201 511
internal_value=0 0.00136146 0.00491316 -0.000768845 0.0048995
internal_weight=0 0.00708696 0.00525974 0.00370439 0.00260151
internal_count=3910 2474 1410 978 712
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=7
num_cat=0
split_feature=2 47 457 15 4 52
split_gain=1.6224e-05 2.5983e-05 4.03182e-05 5.03978e-05 2.69797e-05 2.79284e-05
threshold=-1.0000000180025095e-35 0.10561500000000001 0.041935000000000007 -0.07142999999999998 -0.045299999999999993 0.071660000000000015
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=0.00021190281743143976 -0.00046155539454446746 0.00020278479376730757 0.00024128392061646925 -0.00037696632189623445 0.00023118882844280972 4.1787169071768716e-05
leaf_weight=0.001128607367266922 0.0015654326493369192 0.0013830560276151616 0.0011241274773785507 0.0011228476387995165 0.0010145506079713438 0.0013467973145066905
leaf_count=280 936 269 311 753 530 831
internal_value=0 -4.01335e-05 -9.45525e-05 -0.000169315 -3.80128e-05 -0.000148603
internal_weight=0 0.00755681 0.00617376 0.00504963 0.0034842 0.00246964
internal_count=3910 3630 3361 3050 2114 1584
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=6
num_cat=0
split_feature=2 42 3 47 2
split_gain=9.29511e-06 2.26071e-05 2.67312e-05 3.20402e-05 2.45651e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.097940000000000013
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0086965267248176586 0.013018356659125437 -0.01496751080844547 -0.0071038819818083276 -0.017477476999406341 0.0098066136320440478
leaf_weight=0.0010633769997914965 0.0014182659514692074 0.0010369721183396338 0.0015875142923334083 0.0011102922684438302 0.0018719714051505156
leaf_count=280 410 792 1482 368 578
internal_value=0 -0.00133556 0.00102514 -0.00269705 0.0020466
internal_weight=0 0.00702502 0.00598804 0.00456978 0.00345949
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=6
num_cat=0
split_feature=160 4 1 16 15
split_gain=9.9415e-06 2.03134e-05 3.01779e-05 2.42109e-05 6.91961e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -0.082344999999999988 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0065989116607611271 0.017769414416884389 0.011032317451408249 -0.0047666711943288344 -0.0023346009988879641 -0.016375139011196315
leaf_weight=0.0017863642457522392 0.0010002559162612793 0.0017432266163202237 0.0010151066576784601 0.0014933585591307059 0.0010391328088261529
leaf_count=1218 654 396 260 961 421
internal_value=0 0.00185418 -0.00166387 0.00572966 -0.0106388
internal_weight=0 0.00629108 0.00454785 0.00249361 0.00205424
internal_count=3910 2692 2296 1615 681
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=7
num_cat=0
split_feature=11 16 3 52 2 15
split_gain=2.40264e-05 3.69098e-05 4.14824e-05 3.18064e-05 3.05211e-05 6.56337e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.092854999999999979 0.105395 -0.0039399999999999991
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=-0.00027829287222402713 -0.00029922456651757895 0.00040778373648545226 -0.00028903635655949461 -5.7011430012992689e-05 -0.00015112032068213084 0.00054062009077347187
leaf_weight=0.0013100274559925511 0.001005808316138993 0.0012242995903491306 0.0011027206363968785 0.0016420016150860803 0.0014195049277983202 0.0012400919017174091
leaf_count=394 279 195 616 842 383 1201
internal_value=0 2.24524e-05 8.18893e-05 8.06084e-06 8.42221e-05 0.000200134
internal_weight=0 0.00793865 0.00662862 0.00540432 0.0043016 0.00288209
internal_count=3910 3631 3237 3042 2426 2043
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=8
num_cat=0
split_feature=11 48 0 2 0 52 12
split_gain=2.50512e-05 4.32901e-05 0.000106272 4.41028e-05 3.15561e-05 4.93444e-05 1.78417e-05
threshold=0.077330000000000024 0.083775000000000002 -0.18901999999999997 0.11260500000000001 0.012625000000000003 -0.025069999999999999 0.082640000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00038350201196925282 -0.00029857702984887371 -0.0001894350285986496 0.00063609429603969701 0.00028816692650904908 -0.00041299369502493914 -5.0812392683180929e-05 0.0003160415274446725
leaf_weight=0.0010990149550049494 0.0010213784456438732 0.0011337688465466317 0.0012723548884714751 0.0010743131010674907 0.0012890291532148901 0.001023193289605733 0.0010156095343199331
leaf_count=534 279 105 580 425 160 244 1583
internal_value=0 2.77329e-05 0.000247104 -6.82165e-05 -0.000154704 -4.85976e-05 0.000131932
internal_weight=0 0.00790728 0.00240612 0.00550116 0.00442685 0.00313782 0.0020388
internal_count=3910 3631 685 2946 2521 2361 1827
is_linear=0
shrinkage=0.00196078


Tree=9152
num_leaves=6
num_cat=0
split_feature=1 13 0 0 15
split_gain=1.05115e-05 1.83313e-05 3.34256e-05 1.50696e-05 2.56536e-05
threshold=0.12730000000000002 -0.13934999999999997 1.0000000180025095e-35 -0.23029999999999998 -0.087044999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012059507429262763 0.0082547709590240059 0.0071138510869428713 0.015540633339176239 0.0028738986290181381 -0.01510499557904256
leaf_weight=0.0013447607566150904 0.0012868990107937099 0.0010584966052892683 0.0012227965587417533 0.0014969359959290324 0.001689220869355931
leaf_count=219 345 139 303 723 2181
internal_value=0 -0.00159974 0.000972919 -0.00322374 -0.00665806
internal_weight=0 0.00681221 0.00546745 0.00424465 0.00318616
internal_count=3910 3565 3346 3043 2904
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=7
num_cat=0
split_feature=47 2 457 15 43 13
split_gain=9.1362e-06 1.96172e-05 4.1702e-05 5.15326e-05 2.17696e-05 1.75371e-05
threshold=0.10561500000000001 -1.0000000180025095e-35 0.041935000000000007 -0.07142999999999998 -0.078454999999999983 -0.091229999999999992
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=0.011356685329487314 0.0074815534640947428 -0.023428504091104332 0.014277897614088323 0.0097760838170418557 0.0021775521203103942 -0.016476241780860899
leaf_weight=0.0010045828416237216 0.0013489494440564968 0.0014572990364090754 0.0010445835503876469 0.0012179366199637728 0.0010071685801982192 0.0010088053515427237
leaf_count=269 280 936 311 640 228 1246
internal_value=0 -0.00153414 -0.00379187 -0.00781544 -0.000779709 -0.00715692
internal_weight=0 0.00674038 0.00573579 0.00469121 0.00323391 0.00201597
internal_count=3910 3630 3361 3050 2114 1474
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 16
split_gain=1.74903e-05 3.3827e-05 2.80234e-05 5.042e-05 2.15912e-05 1.03897e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.11265500000000002 0.086245000000000016 -0.013024999999999998
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=0.00019744127685938082 -0.00013820986313032969 -0.00016892896325348597 0.00054818976951371461 -1.409402685965612e-05 -4.115639124625251e-06 -0.00044976398483093707
leaf_weight=0.0012803726689149439 0.0012603725658267288 0.0010233604911579594 0.001049835850398735 0.0014739461499181218 0.0016173541283423512 0.0010027504606267643
leaf_count=292 249 1649 348 262 213 897
internal_value=0 -7.67154e-05 0.000100561 0.000219803 -0.000173059 -0.000307918
internal_weight=0 0.00492384 0.00378415 0.00252378 0.00364347 0.00202611
internal_count=3910 3051 859 610 2759 2546
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=8
num_cat=0
split_feature=157 160 15 52 2 13 3
split_gain=2.08739e-05 6.28601e-05 3.4735e-05 4.01644e-05 5.92058e-05 5.9894e-05 3.06298e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.15202999999999997 0.10062000000000001 0.10457000000000001 -0.070604999999999987 -1.0000000180025095e-35
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=0.0002602334608140266 -0.0004753040298997171 0.00036799179597052589 0.00038094515915265416 0.00032153048164260502 -0.00048957899014685096 -0.00037596498220098559 8.3119913813149704e-05
leaf_weight=0.0010108157933758676 0.0010920492539532693 0.0010058659288494773 0.0011798485071192835 0.0010336448575777668 0.0011583494420959375 0.0012132922353389169 0.0010357306632830883
leaf_count=587 813 294 519 252 410 931 104
internal_value=0 -3.94192e-05 3.24122e-05 -2.76404e-05 -0.00010632 2.3154e-05 -0.000164545
internal_weight=0 0.00771878 0.00662673 0.00562087 0.00458722 0.00342887 0.00224902
internal_count=3910 3323 2510 2216 1964 1554 1035
is_linear=0
shrinkage=0.00196078


Tree=9156
num_leaves=7
num_cat=0
split_feature=15 484 52 0 47 52
split_gain=1.35496e-05 2.6458e-05 2.90171e-05 4.93457e-05 2.58755e-05 4.25179e-05
threshold=0.079360000000000014 0.073820000000000011 0.11110500000000002 0.012625000000000003 0.09252500000000001 -0.0041199999999999995
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=-8.0819661776480403e-05 -0.00021025693637835257 0.00032037826119367738 0.00026896070011975124 -0.00042980174808714919 -0.00020645703148758633 0.00039824504731331454
leaf_weight=0.0016659122693453536 0.001066996907279588 0.0010147630098192306 0.001110369206146912 0.001200421494753248 0.0013260593524685995 0.0012442544897760229
leaf_count=751 1436 417 295 246 293 472
internal_value=0 2.57765e-05 -1.98857e-05 -7.88791e-05 2.0562e-05 0.000124007
internal_weight=0 0.00756178 0.00654702 0.00543665 0.00423623 0.00291017
internal_count=3910 2474 2057 1762 1516 1223
is_linear=0
shrinkage=0.00196078


Tree=9157
num_leaves=7
num_cat=0
split_feature=123 160 2 13 4 3
split_gain=3.38103e-05 3.35043e-05 4.71513e-05 4.56715e-05 4.33847e-05 3.71896e-05
threshold=1.0000000180025095e-35 0.087825000000000014 0.087005000000000013 -0.091849999999999987 -0.0044799999999999987 -0.077894999999999978
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=-1.3497232051589446e-05 0.00034186265722179328 -0.00036666341151129941 0.00014989198583819873 -0.00057633754942148759 -6.0920000973306565e-05 0.00042068918340932714
leaf_weight=0.0015917216460879797 0.0010070798210409558 0.0010454014873232838 0.0014262241014120786 0.0011237802466857857 0.0014228703850483742 0.0014488043414091266
leaf_count=1071 334 381 271 970 511 372
internal_value=0 -3.91965e-05 9.61502e-06 -0.000131033 -0.000288362 0.000193392
internal_weight=0 0.0080588 0.0070134 0.00397287 0.00254665 0.00304053
internal_count=3910 3576 3195 1752 1481 1443
is_linear=0
shrinkage=0.00196078


Tree=9158
num_leaves=6
num_cat=0
split_feature=15 1 15 1 16
split_gain=9.15486e-06 2.37707e-05 3.98423e-05 4.4068e-05 4.50263e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0085667855591823588 -0.008953743116993167 0.011266319331751826 0.021452644378135505 0.0043452252566713442 -0.023993607542960357
leaf_weight=0.0018364095670052698 0.0010070479879130964 0.0019222193229598331 0.0011126950203510164 0.001159098232190783 0.0010859391197322785
leaf_count=1064 1436 479 376 290 265
internal_value=0 0.00123313 0.00464162 0.000152926 -0.00936245
internal_weight=0 0.00711636 0.00527995 0.00416726 0.00224504
internal_count=3910 2474 1410 1034 555
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 2
split_gain=1.00317e-05 2.69837e-05 2.14215e-05 2.46966e-05 3.52076e-05 1.92857e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 0.12663500000000003
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=0.014680552062636376 0.013110459542890935 -0.017037776749515884 0.01279270333333786 -0.014508129830553138 -0.010169162061707418 -0.0048448635010669948
leaf_weight=0.0012270856350231419 0.0013821192565704576 0.0010228066903622346 0.0011427848371277144 0.0012135423771733279 0.001065001862939772 0.0010546913363943709
leaf_count=297 398 663 231 434 1518 369
internal_value=0 -0.00233268 0.00090293 -0.00297296 0.00313431 0.0053391
internal_weight=0 0.00567122 0.00464841 0.00350563 0.00229209 0.00243681
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=6
num_cat=0
split_feature=3 39 3 0 15
split_gain=1.43976e-05 2.51693e-05 2.81733e-05 5.10568e-05 2.90544e-05
threshold=0.13772500000000001 0.085060000000000011 -0.074234999999999982 -0.14293499999999998 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00022173036690817594 0.00018934567381987847 0.00024863591755377399 -3.4265202343270196e-05 -0.00057054155029636342 -0.0001483438839264009
leaf_weight=0.0016769493130472284 0.0012555285512063858 0.0010138121674298966 0.0019562705183199911 0.0010483133146205388 0.0015879944491952319
leaf_count=866 239 383 248 587 1587
internal_value=0 -3.80055e-05 -8.43568e-05 -0.000221375 4.17347e-05
internal_weight=0 0.00728334 0.00626953 0.00300458 0.00326494
internal_count=3910 3671 3288 835 2453
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 2 4
split_gain=2.25884e-05 2.9274e-05 2.92222e-05 3.76241e-05 4.48618e-05 2.30918e-05 1.68716e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.090695000000000012 -0.10647999999999999
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=-0.00023960589918450099 -0.00028176572280424659 0.00035791711698781177 0.00032587124107262956 -0.00046395306040318443 -3.740231094840709e-05 -5.4547151928345309e-05 0.00031807756744707988
leaf_weight=0.0012932013626938306 0.0010065508038649045 0.0012133408467603001 0.0012076644845933166 0.0011012846728358006 0.0010314145677115154 0.0010204871307175683 0.0010219005301937921
leaf_count=394 279 195 512 489 160 566 1315
internal_value=0 3.01443e-05 8.30304e-05 2.10674e-05 -6.70987e-05 -0.000267045 0.000139514
internal_weight=0 0.00788929 0.00659609 0.00538275 0.00417509 0.00212177 0.00205332
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=6
num_cat=0
split_feature=1 12 151 2 16
split_gain=1.07626e-05 1.54094e-05 2.57396e-05 5.99705e-05 2.43117e-05
threshold=0.12730000000000002 0.098845000000000016 -0.0088999999999999982 0.086650000000000019 -0.085644999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010791304524408416 0.0083317789611179957 -0.012421678000398766 -0.012185840009061819 0.025340014837262354 0.0059410317223352483
leaf_weight=0.001497284268527843 0.0012935656052671237 0.0011059760235355596 0.0014295464839526924 0.0010157106827990716 0.001775036595615878
leaf_count=586 345 520 1168 415 876
internal_value=0 -0.00161679 0.000473242 0.0044697 0.0130014
internal_weight=0 0.00682355 0.00571758 0.00422029 0.00279075
internal_count=3910 3565 3045 2459 1291
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=6
num_cat=0
split_feature=52 1 49 13 16
split_gain=9.4745e-06 3.01768e-05 1.73716e-05 3.90658e-05 2.73453e-05
threshold=-0.048794999999999991 0.10871500000000002 0.079765000000000016 -0.11267999999999999 -0.15168999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0033267231796240016 0.011499180204897451 0.0181935279063196 0.009367706225424776 -0.0012000532401525525 -0.019515436168972861
leaf_weight=0.0017479854173434418 0.0010523996631369775 0.0010388449302908213 0.0010007741116625033 0.0015787921342034152 0.001685384978409712
leaf_count=907 187 283 469 354 1710
internal_value=0 0.00469537 -0.00250293 -0.00525507 -0.0106568
internal_weight=0 0.00278683 0.00531735 0.00431658 0.00326418
internal_count=3910 1190 2720 2251 2064
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=1.64087e-05 3.08843e-05 5.31178e-05 2.96963e-05 4.1509e-05 9.78254e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00023861787984155215 -0.00030257437558377177 0.0004299724791591461 -0.00010872082768719461 -0.00036426418354904266 0.00060786989343800698 -0.00017297804588417161
leaf_weight=0.0010082103432627566 0.001115530777010109 0.001572207378608081 0.0012740204309644016 0.0010295966019104328 0.001054641581277038 0.0014859836357657245
leaf_count=179 1060 554 195 443 851 628
internal_value=0 2.7743e-05 0.000188844 -7.01134e-05 1.27214e-05 0.000151161
internal_weight=0 0.00753198 0.00284623 0.00468575 0.00365616 0.00254063
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9165
num_leaves=6
num_cat=0
split_feature=16 3 1 3 3
split_gain=8.14655e-06 2.83173e-05 3.19097e-05 5.4298e-05 4.33307e-05
threshold=0.22945500000000005 -0.13309499999999996 0.10113500000000002 0.11818000000000002 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.014362781093382718 0.0066386916595809172 -0.014413504280931062 0.02593490489679029 -0.0049474376052011642 0.010561780930732963
leaf_weight=0.0013654933338804777 0.0014946874017863982 0.0018502696422086572 0.0011544548597034652 0.0011232880405528597 0.0011122437912812078
leaf_count=284 548 2288 422 242 126
internal_value=0 -0.00153663 0.00180558 0.010705 -0.0050368
internal_weight=0 0.00660575 0.00524026 0.00227774 0.00296251
internal_count=3910 3362 3078 664 2414
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=8.05059e-06 1.96173e-05 1.80705e-05 4.35168e-05 1.90726e-05
threshold=-0.044024999999999988 -0.091114999999999988 -0.074484999999999982 -0.0090499999999999973 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00288311835688942 -0.012803073200511456 0.013718463022405087 -0.012126679569096674 0.018315285897708363 0.0045479545558816279
leaf_weight=0.0016726282447885067 0.0012608394673306045 0.0012390242818197093 0.0017124214977925936 0.0010553922726215725 0.001144361548705898
leaf_count=655 426 1193 376 229 1031
internal_value=0 0.00418152 -0.00239209 0.000963231 -0.0054472
internal_weight=0 0.00291165 0.00517301 0.00391218 0.00285678
internal_count=3910 1848 2062 1636 1407
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=7
num_cat=0
split_feature=52 4 12 1 43 15
split_gain=8.13254e-06 2.56319e-05 1.55207e-05 2.5667e-05 2.04187e-05 5.13531e-06
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.096230000000000024 -1.0000000180025095e-35 -0.10312999999999999
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=-0.0061697352495008228 -0.0024900458476746403 0.013127702428143932 -0.012949202604091284 -0.0026916366264313268 0.01681420238512658 -0.012818180749043643
leaf_weight=0.0012611928323736673 0.00101969810211805 0.0015152789351242277 0.0010907994983228491 0.0010012340669224421 0.0011842992065255217 0.0010018744017249461
leaf_count=795 1274 395 379 273 547 247
internal_value=0 0.00436198 -0.00231944 0.000436591 0.00788293 -0.00775653
internal_weight=0 0.00277647 0.00529791 0.00420711 0.002204 0.00200311
internal_count=3910 1190 2720 2341 1821 520
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=8.17126e-06 1.89961e-05 3.21459e-05 4.17384e-05 2.46658e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.006349344068044902 0.0076420240582537706 0.010020374512014762 -0.0011159789262437611 -0.026821812985078478 0.011585741829917699
leaf_weight=0.0014500647281987596 0.0011871411867071116 0.001212082653584321 0.0014936551032257283 0.0010944832476893081 0.0016274035199467136
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00134197 -0.0037728 -0.0119866 0.00313495
internal_weight=0 0.00687769 0.00566561 0.00258814 0.00307747
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 13
split_gain=1.94854e-05 2.86775e-05 4.66461e-05 6.68023e-05 8.02919e-05 2.54319e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00024429238926964176 -0.00037069170888326473 0.00040061315341382035 -0.00048130872423501371 0.00036109336734855147 -0.00032095681643038262 1.8135200782885474e-06
leaf_weight=0.0010164134033022118 0.0015501749211114981 0.0011060060555109219 0.0010382160425536882 0.0017381164024227939 0.0010733948123639418 0.0012918948115075012
leaf_count=259 1315 433 241 572 172 918
internal_value=0 -4.43467e-05 4.5702e-05 -5.6262e-05 0.000100696 -0.000201365
internal_weight=0 0.0077978 0.00495573 0.00384973 0.00281151 0.00284207
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=9170
num_leaves=6
num_cat=0
split_feature=42 43 0 2 42
split_gain=7.6937e-06 2.87492e-05 2.89761e-05 2.41309e-05 3.47021e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 0.0059850000000000016 0.11230000000000001 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=-0.007849664067765395 0.01499540389454916 0.01486776353254176 -0.015407081511773269 -0.0083521909325534934 -0.0078611360751498199
leaf_weight=0.0010879348011375136 0.0012405593366440143 0.0019726055803003604 0.0012286098417521509 0.001518061662433691 0.0010186049320412573
leaf_count=1060 595 354 265 422 1214
internal_value=0 0.00119154 -0.00179292 0.00191643 0.00712783
internal_weight=0 0.00697844 0.00573788 0.00450927 0.00299121
internal_count=3910 2850 2255 1990 1568
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=7
num_cat=0
split_feature=15 52 16 15 1 150
split_gain=8.59782e-06 1.75229e-05 2.57196e-05 3.0259e-05 4.08533e-05 3.64466e-05
threshold=-0.24219999999999997 0.11110500000000002 0.24895000000000003 -0.0071449999999999994 0.076710000000000014 0.077110000000000012
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=0.0085825169818294009 -0.018155504816111379 0.010800512775226586 -0.017679603762963843 -0.0039611188329106775 0.022733471122993704 0.0053848574928616723
leaf_weight=0.0010143544123090951 0.0014702059158009629 0.0010279347454630631 0.0010339540638282761 0.0012789549336838151 0.0010390654785047517 0.0011901040022851378
leaf_count=317 750 588 475 851 547 382
internal_value=0 -0.00126502 -0.00332789 -0.000347168 0.00800488 -0.0076246
internal_weight=0 0.00704022 0.00601228 0.00497833 0.00231802 0.00266031
internal_count=3910 3593 3005 2530 1398 1132
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=7
num_cat=0
split_feature=11 13 16 51 0 4
split_gain=2.93594e-05 4.4796e-05 4.23867e-05 3.82491e-05 3.61479e-05 6.08615e-05
threshold=0.077330000000000024 -0.10939499999999998 -0.41862999999999995 0.085845000000000019 -0.10575999999999998 -0.076854999999999993
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=0.0003479721018255816 -0.00032397179318082429 -0.00038296590268756253 0.00039506862116887349 -0.00027907173783253513 0.00033330962453028236 -0.00024082516694828163
leaf_weight=0.0014167374485846811 0.001003382729925186 0.0011247174790071507 0.0012959589528185262 0.0011630551893229762 0.0012278522730614254 0.0016826729081103489
leaf_count=288 279 322 187 422 942 1470
internal_value=0 3.20691e-05 -3.68459e-05 3.56533e-05 0.000122672 1.38291e-06
internal_weight=0 0.00791099 0.00649426 0.00536954 0.00420648 0.00291053
internal_count=3910 3631 3343 3021 2599 2412
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=7
num_cat=0
split_feature=47 159 2 1 15 1
split_gain=9.47119e-06 2.08216e-05 2.91688e-05 4.26919e-05 2.9491e-05 2.42864e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.094924999999999995 0.10617500000000001
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=0.017645909995008029 0.0076350471972963466 0.011152450530508931 -0.023401179292234349 0.0066420052995098027 -0.016338229804943018 -0.0025459873468647817
leaf_weight=0.0011362489439887837 0.0013433295584694988 0.0010803841202728101 0.0011067841507698081 0.00100606326745617 0.0012551569958096562 0.0011269461965042662
leaf_count=1359 280 631 484 170 722 264
internal_value=0 -0.0015637 -0.00400339 0.00183236 -0.00611385 -0.0128795
internal_weight=0 0.00671158 0.0056312 0.00339747 0.00226122 0.00223373
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=8
num_cat=0
split_feature=11 48 2 150 3 2 1
split_gain=2.18521e-05 3.3748e-05 5.77495e-05 5.60664e-05 4.40172e-05 6.24547e-05 2.78075e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.086420000000000011 -0.015794999999999997 0.086245000000000002 0.076710000000000014
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=-3.7428627457576451e-05 -0.00027487689195580979 0.00032775335803193311 0.00037341143340844832 -0.00052177557397292229 9.9559667649538127e-05 -0.00056039853583706388 0.00040389441154946559
leaf_weight=0.0010934768127011216 0.0010061635781981075 0.0012478806107347811 0.0011593777823011055 0.0010247340645713442 0.00118447459955495 0.0010313285479308324 0.0011022311164092758
leaf_count=1454 279 339 471 266 211 196 694
internal_value=0 3.20608e-05 -2.38837e-05 -0.000108614 -1.26423e-05 -0.000207613 0.000184113
internal_weight=0 0.0078435 0.00659562 0.00543625 0.00441151 0.0022158 0.00219571
internal_count=3910 3631 3292 2821 2555 407 2148
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=6
num_cat=0
split_feature=3 39 3 0 15
split_gain=8.9089e-06 1.93018e-05 2.93636e-05 3.37858e-05 2.22584e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.010963012899627422 0.0079797719000327377 0.010046792851144227 -0.0019681427166672507 -0.025136385936902872 -0.0060582100655604395
leaf_weight=0.0015896813640531812 0.0011847230267257878 0.0012112523841015391 0.0014944805713753562 0.0010874188242823188 0.0014868333647454456
leaf_count=866 239 424 199 598 1584
internal_value=0 -0.00140993 -0.00386239 -0.0117259 0.00273691
internal_weight=0 0.00686967 0.00565841 0.0025819 0.00307651
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=6
num_cat=0
split_feature=150 2 0 1 0
split_gain=1.88132e-05 2.53302e-05 3.8516e-05 3.23146e-05 3.55786e-05
threshold=0.10559 0.087005000000000013 -0.066689999999999985 0.10593500000000002 0.076335000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-4.1884006489208606e-06 -0.0002457296918553622 -0.00036425909602330207 0.00044804639193529207 0.00015886181702810359 7.3026558562633526e-05
leaf_weight=0.0018973803795338247 0.0010823758227280489 0.0017379107102530296 0.0011708701567333698 0.0016417546168575117 0.0012157814581570739
leaf_count=1360 233 1509 252 426 130
internal_value=0 3.04297e-05 0.000168388 -6.16813e-05 -0.000184266
internal_weight=0 0.0076637 0.00306825 0.00459545 0.00295369
internal_count=3910 3677 1612 2065 1639
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 3
split_gain=9.14763e-06 2.40647e-05 2.73935e-05 5.09102e-05 5.15832e-05 1.70791e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.013944999999999997
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=0.013428133834505671 -0.0081639791067577728 -0.015810423476994986 0.019557427122300679 -0.022936480351329155 0.012540701232444702 -0.004995595485142083
leaf_weight=0.0013333329763858502 0.0011800022585157464 0.001081879839459312 0.0011980006607213685 0.0010393803158532553 0.0011470136390331397 0.0010767210528846731
leaf_count=888 487 644 229 323 1218 121
internal_value=0 0.00136625 -0.00153516 0.00192678 -0.00454603 0.00404972
internal_weight=0 0.00687633 0.005543 0.00446112 0.00326312 0.00222373
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=6
num_cat=0
split_feature=49 160 133 16 1
split_gain=9.90957e-06 3.35366e-05 1.97562e-05 3.83507e-05 3.708e-05
threshold=-0.006494999999999999 0.069910000000000014 1.0000000180025095e-35 0.05259500000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.015633316076462053 -0.016062691380953727 0.0083653523633899773 -0.010174829585425878 0.017441093968906335 0.0069518384690383994
leaf_weight=0.0013704072538025969 0.0011181575644486892 0.001012531614192998 0.0010433598061116581 0.001622524567615781 0.0018722338692135031
leaf_count=533 1129 223 1147 508 370
internal_value=0 -0.00543607 0.00225191 0.00506262 -0.00165368
internal_weight=0 0.00238294 0.00565628 0.00461292 0.00299039
internal_count=3910 756 3154 2007 1499
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.62101e-05 3.14106e-05 2.7917e-05 2.43673e-05 5.36069e-05 5.11634e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.094485000000000013 -0.0039399999999999991 0.053925000000000008
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=-0.00025567044759965119 -0.00023622717221161372 0.00036239273309092863 -0.00044281105390475716 0.00041094288048908233 0.00012558967234754058 -0.00014372199870936722
leaf_weight=0.0012493125416066543 0.0010068225627213193 0.0011399530786225928 0.0010865802716480656 0.0014080645509757048 0.001544979317520358 0.0011712019320028718
leaf_count=390 285 193 1048 491 1259 244
internal_value=0 2.85376e-05 8.44465e-05 2.36412e-05 -0.000109105 0.000159079
internal_weight=0 0.00760009 0.00635078 0.00521083 0.00263156 0.00257927
internal_count=3910 3625 3235 3042 2307 735
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=6
num_cat=0
split_feature=52 13 1 2 48
split_gain=9.35137e-06 2.65253e-05 2.3987e-05 2.72916e-05 3.79028e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.084235000000000018 0.083775000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.01180099584299428 -0.0086069473831204488 0.015712609655293194 -0.0122236155926291 -0.014332648545113798 0.010945594190524859
leaf_weight=0.0017938528518752451 0.0010967526999367304 0.0010667975543176499 0.0016578518452968105 0.0013822367554103974 0.0010390708523897384
leaf_count=520 647 675 349 1390 329
internal_value=0 0.00132981 -0.00232039 0.00238648 -0.00348484
internal_weight=0 0.00693981 0.00514596 0.00348811 0.00242131
internal_count=3910 3263 2743 2394 1719
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=5
num_cat=0
split_feature=2 2 0 3
split_gain=9.44139e-06 2.55296e-05 1.86803e-05 1.63212e-05
threshold=0.099015000000000006 0.087005000000000013 -0.066689999999999985 0.090325000000000003
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.004662547581015075 0.011840358464837615 -0.013973653531557762 0.010863247080815448 -0.0020958797101302135
leaf_weight=0.0017887778763040945 0.0014853641227396085 0.0014480229990428651 0.0013673152744922449 0.0019352029431701971
leaf_count=1411 823 1085 268 323
internal_value=0 -0.00298015 0.0020637 0.00395586
internal_weight=0 0.00460412 0.00315609 0.00342057
internal_count=3910 2764 1679 1146
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=7
num_cat=0
split_feature=2 52 150 4 47 16
split_gain=8.3681e-06 2.51303e-05 2.37047e-05 2.62091e-05 3.79299e-05 1.92357e-05
threshold=0.10946500000000002 0.092885000000000009 0.084555000000000019 -0.034289999999999994 1.0000000180025095e-35 -0.16268499999999997
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=-0.0054457876730892689 -0.0055315296482405041 -0.016480430022909519 -0.01178832266467153 0.025804880645493466 -0.001239801552255562 0.01253153644113961
leaf_weight=0.0014200650802824767 0.0010210769861467356 0.0010035091609374757 0.0011039201515745242 0.0010298680981066567 0.0010445646404149485 0.0013950316661824336
leaf_count=1223 257 663 296 707 254 510
internal_value=0 -0.00214291 0.000985954 0.00502138 0.0121867 0.00489786
internal_weight=0 0.00560193 0.00459842 0.0034945 0.00207443 0.00241611
internal_count=3910 3143 2480 2184 961 767
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.99353e-05 2.76585e-05 3.01666e-05 2.55013e-05 4.49961e-05 4.25624e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00023540114918530914 -0.00026182536381941772 0.00037495768600544649 -0.00038886792200215251 -0.00025967867048316275 0.00034086841592017295 0.00012958155480607375
leaf_weight=0.0012478640008463824 0.0010104863941444789 0.0011262105432828197 0.0010057495838393018 0.0010041970290492388 0.0016461130845782726 0.0015424973228280736
leaf_count=390 285 193 916 316 560 1250
internal_value=0 3.13824e-05 8.40183e-05 2.09895e-05 8.81859e-05 -7.50416e-05
internal_weight=0 0.00757263 0.00632477 0.00519856 0.00419436 0.00254825
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.36975e-05 3.37711e-05 3.56957e-05 3.97082e-05 4.63364e-05 5.22535e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00026623401550615605 -0.00021258510383473315 0.00040124162949234257 -0.00040685698479222236 -0.00032836988481883573 0.0003584924708484373 0.00016518182245300913
leaf_weight=0.0012401320747371788 0.001015425106196885 0.0011435210512476162 0.0010194678207450444 0.0010197016677240042 0.0016554808076064856 0.0015433863954523439
leaf_count=390 285 193 916 316 560 1250
internal_value=0 2.98441e-05 8.73812e-05 1.8862e-05 0.000102799 -6.23673e-05
internal_weight=0 0.00762169 0.00638156 0.00523804 0.00421834 0.00256285
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=7
num_cat=0
split_feature=4 0 48 42 16 1
split_gain=1.95672e-05 2.67706e-05 6.26e-05 6.61347e-05 3.71242e-05 1.89646e-07
threshold=0.27020000000000005 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.15100500000000003 0.083065000000000014
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=-0.00029286715579485373 0.00017614167345815726 0.00020209765683883401 0.000432747027420784 -0.00046010907490274974 -0.00022831967699258547 0.00024024256843254368
leaf_weight=0.0014222344981673967 0.0018052523117456504 0.0010000366156691308 0.0010774566206442193 0.0013292184309692777 0.0010906183274311358 0.0010044005597975663
leaf_count=193 472 778 509 1338 268 352
internal_value=0 -5.30693e-05 8.92008e-06 -9.42958e-05 6.28083e-05 0.000221212
internal_weight=0 0.00692397 0.00550173 0.00442427 0.00309506 0.00200444
internal_count=3910 3438 3245 2736 1398 1130
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=6
num_cat=0
split_feature=160 52 4 2 43
split_gain=8.71979e-06 1.98854e-05 2.9938e-05 3.30525e-05 1.47718e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 0.27020000000000005 0.092865000000000017 -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=-0.0062130346977389284 -0.0052705169870262414 0.012718952417183852 0.01289755437238875 -0.016874741089520754 0.010876939915326256
leaf_weight=0.0017740238795994562 0.0012309190055777952 0.0013037348880695441 0.0011606528306028268 0.0015200625555151087 0.0010496234883479957
leaf_count=1218 940 416 328 624 384
internal_value=0 0.00172868 -0.00115938 -0.00545217 0.00216138
internal_weight=0 0.00626499 0.00496126 0.00380061 0.00228054
internal_count=3910 2692 2276 1948 1324
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=6
num_cat=0
split_feature=151 4 0 12 12
split_gain=8.01861e-06 2.19188e-05 3.87915e-05 1.83609e-05 2.56298e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15517999999999996 1.0000000180025095e-35 0.093125000000000013
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0083293718709750632 -0.018863673512903502 0.013294862944752373 0.0097060194796952243 -0.014351489869612486 0.0052905305594692547
leaf_weight=0.001014932980305 0.0010425151669364889 0.0012313489632993389 0.0020066336836303215 0.0011385063630542061 0.0015949749332834491
leaf_count=423 165 375 470 1533 944
internal_value=0 0.00118055 -0.00139906 0.00244201 -0.00289045
internal_weight=0 0.00701398 0.00578263 0.00474011 0.00273348
internal_count=3910 3487 3112 2947 2477
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=7
num_cat=0
split_feature=52 13 52 3 1 2
split_gain=8.11158e-06 2.22135e-05 3.29597e-05 2.29762e-05 3.66402e-05 1.5523e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.069909999999999986 0.096035000000000023 0.099990000000000009
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=0.0011120295803829288 -0.0080173974829466574 0.012338184937507116 -0.017345750706036053 0.010920608551227267 -0.014413962406463143 0.018243100091277564
leaf_weight=0.0010450583944223938 0.0010950097642952452 0.0011399841333532617 0.0013756565908796914 0.0012135631479322877 0.0010779140204396707 0.0010710177864038653
leaf_count=778 647 608 1114 249 281 233
internal_value=0 0.00124512 -0.00251307 -0.00712981 -0.000996809 0.00978264
internal_weight=0 0.00692319 0.00480712 0.00366713 0.00229148 0.00211608
internal_count=3910 3263 2252 1644 530 1011
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=6
num_cat=0
split_feature=13 16 12 151 3
split_gain=8.14301e-06 2.07459e-05 2.54234e-05 3.90709e-05 3.6449e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.0088999999999999982 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0087439096527382552 0.0068401447819061659 -0.012732549185746112 -0.0086285416575513779 0.026516006143412481 0.0016497301993131247
leaf_weight=0.0011740375696556761 0.0014234712201297919 0.001315822991529254 0.0017299217947578235 0.0011328466281850991 0.0012289547241070124
leaf_count=265 288 565 2213 353 226
internal_value=0 -0.00150118 0.00130534 0.00616553 0.0135769
internal_weight=0 0.00658158 0.00526576 0.00353584 0.0023618
internal_count=3910 3622 3057 844 579
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=6
num_cat=0
split_feature=43 43 52 16 2
split_gain=7.61564e-06 1.96032e-05 1.82399e-05 3.04563e-05 2.25927e-05
threshold=-0.057994999999999998 -0.091114999999999988 -0.074484999999999982 -0.0090499999999999973 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0029151269981459883 -0.012831314688560394 0.013876932125152086 -0.015404209029293004 0.015562116407734328 0.0028663307437511321
leaf_weight=0.0016581227124547382 0.0012487199689904813 0.0011971526133391988 0.0011176727675536518 0.0010552163342869717 0.0017158367064474579
leaf_count=655 438 1119 862 249 587
internal_value=0 0.00412541 -0.00231633 0.00106016 -0.00434045
internal_weight=0 0.00285528 0.00513745 0.00388873 0.00283351
internal_count=3910 1774 2136 1698 1449
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=7
num_cat=0
split_feature=49 49 3 0 12 15
split_gain=8.05199e-06 2.95298e-05 2.18755e-05 2.47539e-05 5.09663e-05 7.8075e-06
threshold=-0.029304999999999998 -0.084114999999999981 -0.12817999999999996 -0.053834999999999994 0.082640000000000005 -0.10312999999999999
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=-0.0067250155380015903 -0.012957546429317858 0.016988895905906114 0.0035345192643845415 -0.010337215695626477 0.0244035276381184 -0.0083894258266765716
leaf_weight=0.0010354988120143806 0.0013740708623239369 0.001065383754679485 0.0010834349375064365 0.0012762100355414524 0.0010352841667292186 0.0011134810093354464
leaf_count=277 337 282 312 355 2127 220
internal_value=0 0.0053006 -0.00191152 0.00145508 0.00611118 -0.00250899
internal_weight=0 0.00210088 0.00588248 0.00450841 0.0032322 0.00219692
internal_count=3910 559 3351 3014 2659 532
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=7.84143e-06 1.87299e-05 2.98829e-05 3.66197e-05 5.3687e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085790000000000019 -0.029944999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010312209166547785 0.0067330907976147006 0.027096713865975893 -0.012645632405726928 -0.0080321717964424773 -0.0024672943039962588
leaf_weight=0.0017542959129848625 0.0014173017642137384 0.0012986318232827377 0.0011072780991778948 0.0012267323473990426 0.001165541079552549
leaf_count=1859 288 662 310 250 541
internal_value=0 -0.00147018 0.00176262 0.00608512 0.0131131
internal_weight=0 0.00655248 0.00479818 0.00369091 0.00246417
internal_count=3910 3622 1763 1453 1203
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=8.17153e-06 1.87531e-05 3.38802e-05 3.69545e-05 1.62974e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012483199362999624 0.0069826439570556051 -0.012830037041800656 -0.010537628761116533 0.019548237160921734 0.0053171766530250115
leaf_weight=0.0012532245079524143 0.0013814175066153202 0.0013126602634719051 0.0010740875541017953 0.0012988544022415147 0.0016355940102260012
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.001478 0.00111389 0.00568006 -0.000967491
internal_weight=0 0.00657442 0.0053212 0.00400854 0.00270968
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=7
num_cat=0
split_feature=1 12 4 1 1 15
split_gain=8.00605e-06 1.66767e-05 2.6311e-05 2.08757e-05 4.75721e-05 2.4054e-05
threshold=0.12864500000000004 0.098845000000000016 -0.15796999999999997 0.11097000000000001 0.094485000000000013 -0.0071449999999999994
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=0.013857177589658966 0.0073682109519105339 -0.01269851020747295 -0.017975894874367872 -0.015329831603642239 0.01695687259823549 0.003050641906005477
leaf_weight=0.0012138426307707374 0.0012415839862021435 0.0010891046105640338 0.0011254087291071133 0.0010177126294843089 0.0012041003186896784 0.001053249910727343
leaf_count=275 331 522 980 259 329 1214
internal_value=0 -0.00137397 0.000822844 -0.0027726 0.00100528 -0.00781083
internal_weight=0 0.00670342 0.00561431 0.00440047 0.00338276 0.00217866
internal_count=3910 3579 3057 2782 2523 2194
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=7
num_cat=0
split_feature=484 2 0 16 0 16
split_gain=7.97767e-06 2.03287e-05 3.82734e-05 2.9187e-05 3.26568e-05 2.8498e-05
threshold=0.073820000000000011 0.10946500000000002 0.012625000000000003 -0.110495 -0.070894999999999986 -0.11180499999999999
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=0.01319281842743858 0.0083022839808658353 -0.0050705526566147945 -0.02043391909527132 -0.01572331715966049 0.0077053843670703342 0.018172960150219103
leaf_weight=0.0011811615314433897 0.0010084767974462292 0.0010191756894633512 0.0011823352752071145 0.0014259814472070437 0.0010208704057521243 0.0010933703689038712
leaf_count=442 503 234 210 1799 284 438
internal_value=0 -0.00121768 -0.00480877 0.00028332 -0.00594844 0.00695937
internal_weight=0 0.00692289 0.00481035 0.00362801 0.00244685 0.00211255
internal_count=3910 3407 2735 2525 2083 672
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=7
num_cat=0
split_feature=157 160 15 0 16 3
split_gain=1.51149e-05 6.29605e-05 2.54e-05 4.27287e-05 5.13717e-05 5.60047e-05
threshold=-0.020159999999999994 -1.0000000180025095e-35 -0.14487999999999998 -0.15517999999999996 -0.055679999999999993 -0.018854999999999997
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=0.00022257533692060733 -0.00047776401871908573 0.00031643686562364017 -0.00034239495289163147 0.0003176717368879292 0.00017204157410956504 -0.0004403215049633529
leaf_weight=0.0010016953887446896 0.0010555552952354452 0.0010590393511540341 0.0011973039684470606 0.001885042662689971 0.0012087607536882894 0.0010937966235762373
leaf_count=633 798 324 143 1271 547 194
internal_value=0 -3.3866e-05 3.8847e-05 -1.57461e-05 7.76482e-05 -0.000118853
internal_weight=0 0.0074995 0.00644394 0.0053849 0.0041876 0.00230256
internal_count=3910 3277 2479 2155 2012 741
is_linear=0
shrinkage=0.00196078


Tree=9197
num_leaves=6
num_cat=0
split_feature=52 13 1 0 2
split_gain=8.70455e-06 2.38567e-05 2.9351e-05 2.70154e-05 1.3514e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.074514999999999984 0.099990000000000009
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0020778030766630566 -0.0083189957736137209 -0.0048044380740697923 -0.013625018614808289 0.014007256143049244 0.018151973959309207
leaf_weight=0.0010341677417823446 0.0010877782108597491 0.0018392058344377457 0.0016023715988824445 0.0013051302818987479 0.0010582316547000517
leaf_count=778 647 1317 324 611 233
internal_value=0 0.00131163 -0.00260968 0.0030038 0.0102073
internal_weight=0 0.00683911 0.00474671 0.00314434 0.0020924
internal_count=3910 3263 2252 1928 1011
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=6
num_cat=0
split_feature=15 150 3 13 1
split_gain=8.49579e-06 2.6278e-05 3.25007e-05 2.10077e-05 4.25969e-05
threshold=-0.03231499999999999 0.08486500000000001 -0.074234999999999982 -0.032264999999999995 0.079945000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.01179778630486588 -0.012678411878266542 0.015915786077611641 -0.0095131247415183584 0.017796852456285591 -0.010245122870568888
leaf_weight=0.0011242359449820253 0.0014911011124835016 0.0011538162251235554 0.0019689750860827863 0.0010079312741442963 0.001171094124621502
leaf_count=756 1160 278 702 557 457
internal_value=0 0.00303654 -0.00176762 -0.00353252 0.00272599
internal_weight=0 0.00424703 0.00309321 0.00367013 0.00217903
internal_count=3910 1736 1458 2174 1014
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=2.10168e-05 3.5792e-05 5.24615e-05 3.60235e-05 3.84051e-05 7.8306e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00026913875347322672 -0.00028674309711898587 0.00051143424198134236 -2.6043678877533695e-05 -0.00039976926641913953 0.00057331260132221574 -0.00013462353806837764
leaf_weight=0.0010009695058745757 0.0010974414480607406 0.0012300917346658436 0.0016147017758827381 0.0010138836119588535 0.001013151511547425 0.0014756432139527765
leaf_count=179 1060 325 424 443 851 628
internal_value=0 3.34794e-05 0.000206362 -7.34344e-05 1.88254e-05 0.000153567
internal_weight=0 0.00744491 0.00284479 0.00460012 0.00358624 0.00248879
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=6
num_cat=0
split_feature=1 42 160 4 4
split_gain=8.2684e-06 1.64516e-05 2.84901e-05 2.3625e-05 2.81447e-05
threshold=0.12730000000000002 0.086700000000000013 0.069910000000000014 -0.14963999999999997 0.044585000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.008615475466700679 0.0074002753595392955 -0.010981286657985565 0.015139476200765032 -0.019811118982260741 0.00049037032906814747
leaf_weight=0.0012672643961904179 0.001265218636197875 0.0014161458035585875 0.0011412516911525773 0.0011559676970665795 0.0016685502689638466
leaf_count=259 345 1300 375 1303 328
internal_value=0 -0.0014194 0.0011682 -0.00272857 -0.00781826
internal_weight=0 0.00664918 0.00523303 0.00409178 0.00282452
internal_count=3910 3565 2265 1890 1631
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=6
num_cat=0
split_feature=151 160 1 2 0
split_gain=8.38105e-06 3.40723e-05 4.01762e-05 5.47607e-05 5.7295e-05
threshold=-0.076429999999999984 1.0000000180025095e-35 0.11198000000000001 0.10113500000000002 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0071784063485496822 -0.010729156365173033 -0.017313752748421493 0.013538313273616199 -0.020842138443670614 0.021282658980097652
leaf_weight=0.0013461383082029885 0.0011394827436030926 0.001126244461201441 0.0018969033772227705 0.0012979254216000892 0.0010977310053268247
leaf_count=582 1627 480 482 481 258
internal_value=0 -0.00148411 0.0017979 -0.00450183 0.00497804
internal_weight=0 0.00655829 0.00543204 0.00353514 0.00223721
internal_count=3910 3328 2848 2366 1885
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
num_cat=0
split_feature=42 43 4 2 2
split_gain=8.22257e-06 2.66832e-05 2.54821e-05 2.06124e-05 5.59968e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.11230000000000001 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008177721712820064 0.014732889588830159 -0.012889556394428217 -0.0043977896040678244 -0.0079550940955647343 0.024330092229288867
leaf_weight=0.0010655418213517572 0.0012105460571629192 0.0014812238211629062 0.0016776285742101001 0.001311698174939019 0.0011392913352818298
leaf_count=1060 595 862 643 398 352
internal_value=0 0.00126812 -0.00163744 0.00239948 0.00722108
internal_weight=0 0.00682039 0.00560984 0.00412862 0.00281692
internal_count=3910 2850 2255 1393 995
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=7
num_cat=0
split_feature=42 49 1 4 0 52
split_gain=8.22529e-06 2.52954e-05 2.71809e-05 3.08429e-05 2.11761e-05 1.68564e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.032484999999999993 -0.048794999999999991
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=0.00085047369277639531 -0.0081367265833474887 0.018039657281097691 0.017046100177835581 -0.013039068106840013 -0.0017018947640970114 -0.017128933291162367
leaf_weight=0.001073270675602615 0.0010745081612799955 0.0010013724315456579 0.001395662010930096 0.0011259536996080293 0.0011879415269221377 0.0010142064587263027
leaf_count=339 832 1334 303 498 233 371
internal_value=0 0.00127859 0.00533905 0.000410608 0.00732771 -0.00788487
internal_weight=0 0.00679841 0.00471093 0.00331527 0.00218931 0.00208748
internal_count=3910 3078 2368 2065 1567 710
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=7
num_cat=0
split_feature=0 52 457 3 12 4
split_gain=1.69629e-05 7.12363e-05 3.52631e-05 3.16453e-05 4.8145e-05 9.59413e-06
threshold=-0.017269999999999997 -0.092854999999999979 0.041935000000000007 0.090325000000000003 0.078515000000000015 -0.34687499999999999
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=-0.00052696836927018382 1.9831576920793982e-05 0.00041175933705573281 0.00036110315000311495 -0.00025310178621371613 -0.00013094554737604609 0.00027255726114800035
leaf_weight=0.0010261828933882892 0.0011936638233231078 0.0010724928140939012 0.0010402945853683317 0.0016590863305787624 0.0015179986927374716 0.0011188349636259299
leaf_count=597 249 307 280 246 2034 197
internal_value=0 -5.41788e-05 3.75377e-05 -4.1671e-05 9.37404e-05 0.000142106
internal_weight=0 0.00631606 0.00528987 0.00424958 0.00259049 0.0023125
internal_count=3910 3464 2867 2587 2341 446
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=6
num_cat=0
split_feature=12 51 42 2 16
split_gain=1.3705e-05 3.25083e-05 2.89826e-05 2.61917e-05 4.99764e-05
threshold=-0.036459999999999992 0.08955500000000001 0.085545000000000024 0.084235000000000018 -0.014099999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00018709028331789223 0.00036217523417908732 -0.00027830310913888536 -0.00016139710428549097 -0.00019349301010491106 0.00030625105107040252
leaf_weight=0.0012731509142272389 0.0016435691040434541 0.001089575961850997 0.0013723397681726307 0.0015435429793973052 0.0015339232166056782
leaf_count=504 455 425 1202 736 588
internal_value=0 3.36403e-05 8.94199e-05 0.000162329 5.5598e-05
internal_weight=0 0.00718295 0.00609338 0.00472104 0.00307747
internal_count=3910 3406 2981 1779 1324
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 3
split_gain=8.13501e-06 2.37637e-05 3.2452e-05 5.40234e-05 4.63255e-05 1.39635e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.013944999999999997
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=0.013468336873611618 -0.0077189435598269442 -0.017333161272323129 0.020546127504071036 -0.022153947461059465 0.011461803988397645 -0.0045799622919863768
leaf_weight=0.0013009561054752412 0.0011653492554713494 0.0010536957847346725 0.0011754122628237253 0.0010165291091416267 0.0011228315687524775 0.0010500630443923446
leaf_count=888 487 644 229 323 1218 121
internal_value=0 0.00133169 -0.00158224 0.00222012 -0.00453364 0.00370953
internal_weight=0 0.00671949 0.00541853 0.00436484 0.00318942 0.00217289
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=5
num_cat=0
split_feature=160 2 3 4
split_gain=8.89507e-06 1.81208e-05 1.78444e-05 2.98753e-05
threshold=-1.0000000180025095e-35 0.11125500000000001 0.088060000000000013 -0.0021099999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0063127014130115958 0.011600783662283383 0.010691526770598316 -0.012072358624705491 -0.0074889797238034588
leaf_weight=0.0017411841613145726 0.0016755030351685543 0.0016644778243490171 0.0011814720079067796 0.0016052278573711492
leaf_count=1218 1511 514 164 503
internal_value=0 0.00178698 -0.00153456 0.00226036
internal_weight=0 0.00612668 0.0044622 0.00328073
internal_count=3910 2692 2178 2014
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=6
num_cat=0
split_feature=3 15 13 4 4
split_gain=8.72276e-06 1.73473e-05 2.45476e-05 3.33853e-05 2.72084e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.084824999999999998 0.097045000000000006 -0.034289999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010231135069057016 0.0079988428047022327 -0.017395248052091219 -0.005316752281383362 -0.016444773661357628 0.012228001453257746
leaf_weight=0.0010776596928154178 0.0011606212253330089 0.001051532344916368 0.0016439669728701158 0.0010151273668841812 0.001911858112336661
leaf_count=347 239 799 1438 227 860
internal_value=0 -0.0013913 -0.00361896 -0.000449775 0.00411652
internal_weight=0 0.00670014 0.00562248 0.00457095 0.00355583
internal_count=3910 3671 3324 2525 2298
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=7
num_cat=0
split_feature=2 42 47 16 52 16
split_gain=1.40391e-05 2.35112e-05 3.11119e-05 4.68519e-05 2.73249e-05 3.65703e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 0.096770000000000009 -0.19424999999999998 0.091210000000000013 0.050115000000000007
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=0.00020627237853644112 -0.00038244746871365259 -0.00030013489565075069 0.00032825333289605288 0.00012119692010685644 0.00032975789673305188 -0.0003409544886819948
leaf_weight=0.001106540610793405 0.001218297885665875 0.0010635450523368267 0.0010207842208794582 0.0018817730672382768 0.0010424730503973533 0.0010124886434270627
leaf_count=280 304 792 255 1371 444 464
internal_value=0 -3.0866e-05 1.55052e-05 -4.64243e-05 5.75645e-05 -4.04758e-05
internal_weight=0 0.00723936 0.00617582 0.00515503 0.00393673 0.00289426
internal_count=3910 3630 2838 2583 2279 1835
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=7
num_cat=0
split_feature=52 13 52 3 1 15
split_gain=8.50662e-06 2.52437e-05 2.8864e-05 2.16783e-05 3.18502e-05 1.34337e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.069909999999999986 0.096035000000000023 -0.0039399999999999991
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=0.0023686394762803247 -0.0082824249355816799 0.01132757958087637 -0.017116192007177393 0.010141768993649176 -0.013695103176130123 0.018463805092882177
leaf_weight=0.0010270233830877848 0.0010719851791638488 0.0011134798574008835 0.0013494959350397826 0.0011901637823366327 0.0010596108216943266 0.0010474446115585354
leaf_count=609 647 608 1114 249 281 402
internal_value=0 0.00130335 -0.00274284 -0.0070957 -0.00108505 0.0104954
internal_weight=0 0.00678722 0.00471275 0.00359927 0.00224977 0.00207447
internal_count=3910 3263 2252 1644 530 1011
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=7
num_cat=0
split_feature=4 1 12 1 0 1
split_gain=1.69037e-05 4.47238e-05 2.6396e-05 6.46946e-05 4.00018e-05 4.33785e-05
threshold=0.24280000000000004 0.11235500000000002 1.0000000180025095e-35 0.078340000000000007 -0.15517999999999996 0.094385000000000011
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=-0.00023722795567238133 -0.00015720425636650762 0.00038547733731920936 2.9496622903844685e-05 -0.00059145495627935913 -7.3548071271007374e-05 0.00046780434387174715
leaf_weight=0.001167948100586947 0.0010718463781267495 0.0012824273526698339 0.0017524708463473797 0.0010208477257408312 0.0010903740854958234 0.0011903286501987204
leaf_count=146 206 343 1841 846 222 306
internal_value=0 0.000138407 -5.66569e-05 -0.000199073 5.78708e-05 0.000208991
internal_weight=0 0.00235427 0.00622197 0.00277332 0.00344865 0.0022807
internal_count=3910 549 3361 2687 674 528
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=6
num_cat=0
split_feature=11 48 2 1 1
split_gain=1.76907e-05 2.41947e-05 4.0603e-05 3.69202e-05 3.44649e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.10884000000000001 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=-0.00019398784291189646 -0.00024599744650101349 0.0002851832428909362 0.00032007929356288854 -0.00037199037070599904 0.00018342518827771932
leaf_weight=0.0017479802698688153 0.0010134966848979162 0.001199093581362453 0.0011130635137530783 0.0013448973447616076 0.0019885350745296399
leaf_count=1641 304 337 471 273 884
internal_value=0 3.02427e-05 -1.91073e-05 -9.34048e-05 6.86749e-06
internal_weight=0 0.00739357 0.00619448 0.00508141 0.00373652
internal_count=3910 3606 3269 2798 2525
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=6
num_cat=0
split_feature=4 16 48 16 1
split_gain=9.2918e-06 2.24512e-05 3.53246e-05 3.91824e-05 1.91827e-05
threshold=0.24280000000000004 -0.08755499999999998 0.086065000000000016 0.15100500000000003 0.11257500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.012224730800842023 -0.0043953823586027228 0.0074094283763100179 0.018011410260351461 -0.015001597366028949 0.014531208959097791
leaf_weight=0.0015871291221306065 0.0010142031599406319 0.0016036032330824842 0.0010112056213367536 0.0015192030623051626 0.0011345672227890558
leaf_count=792 210 1649 424 496 339
internal_value=0 -0.00211456 0.00176694 -0.00349323 0.005598
internal_weight=0 0.00572114 0.00413401 0.00312281 0.00214877
internal_count=3910 3361 2569 2145 549
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=6
num_cat=0
split_feature=160 4 0 16 12
split_gain=8.67708e-06 1.95365e-05 2.69389e-05 4.45709e-05 3.39186e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 -0.14136999999999997 -0.055679999999999993 0.085185000000000025
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0062458263341277709 -0.015547546244124428 0.010878893670023398 0.01824832047435071 -0.018179494690275182 0.006856098156583783
leaf_weight=0.0017369542311240641 0.0010707111990470178 0.001698419762824312 0.0011867198494604678 0.0011001424366466615 0.0010650474861618401
leaf_count=1218 197 396 1200 298 601
internal_value=0 0.00176239 -0.00173862 0.00267241 -0.0058646
internal_weight=0 0.00612104 0.00442262 0.00335191 0.00216519
internal_count=3910 2692 2296 2099 899
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=8.00467e-06 2.06934e-05 2.78055e-05 3.31057e-05 4.73278e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 0.085790000000000019 -0.029944999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010890831135175473 0.0068619146500490382 0.026073872368363435 -0.012105221247287058 -0.0073806868728403035 -0.0018757918938981091
leaf_weight=0.0017185786478590408 0.0013948750638802876 0.0012800506625190011 0.0010882956963401648 0.0012132327076490815 0.0011502672085074005
leaf_count=1859 288 662 310 250 541
internal_value=0 -0.00149247 0.00192096 0.00611045 0.0128453
internal_weight=0 0.00645042 0.00473185 0.00364355 0.00243032
internal_count=3910 3622 1763 1453 1203
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=6
num_cat=0
split_feature=49 2 457 2 12
split_gain=8.03742e-06 2.71512e-05 2.93458e-05 5.79092e-05 3.06316e-05
threshold=0.079765000000000016 0.11260500000000001 0.069705000000000003 0.084235000000000018 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=0.015004440111244945 0.007592070362435548 0.011384679365257045 0.010499951537649897 -0.020624613204137054 -0.0082630224130522904
leaf_weight=0.0010703026984759268 0.0011823017292805016 0.0013364882668188997 0.0010404507238083727 0.0020023545311247848 0.0012003926385530743
leaf_count=298 770 456 263 1359 764
internal_value=0 -0.00135597 -0.00456059 -0.0082277 0.0027042
internal_weight=0 0.00664999 0.0053135 0.00427305 0.0022707
internal_count=3910 3140 2684 2421 1062
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 52
split_gain=3.299e-05 3.46167e-05 4.46111e-05 2.73011e-05 4.35484e-05 3.57024e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.077735000000000012 0.099595000000000017 -0.069134999999999988
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=-0.00025946469045663452 -0.00034245872828946592 0.00043873281189921079 -0.0003116867541999328 -0.00021785815131270754 0.00041724109896765406 0.00014873780915969375
leaf_weight=0.0012732230051822543 0.0010002138908886344 0.0011811461923701937 0.0010783261119436589 0.0013970475429266396 0.0011734344259525676 0.0016206475107504782
leaf_count=394 279 195 530 443 387 1682
internal_value=0 3.5999e-05 9.43177e-05 1.71172e-05 0.000101889 -3.52165e-05
internal_weight=0 0.00772382 0.0064506 0.00526946 0.00387241 0.00269897
internal_count=3910 3631 3237 3042 2599 2212
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=7
num_cat=0
split_feature=484 1 2 48 4 52
split_gain=1.12732e-05 2.59043e-05 3.79452e-05 3.78734e-05 2.18362e-05 6.4871e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 0.088875000000000023 0.05309500000000001 0.071660000000000015
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=-0.00051825014680102429 0.00018929344877262569 0.00020702273881858163 -0.0004194874211611149 0.00032085615323499122 0.00011583587328503443 0.00011496772355328326
leaf_weight=0.0012701780291191234 0.0010545665912476384 0.0014452403630274904 0.0010715743140805875 0.0010338176167130858 0.0011783989730374559 0.0012189552594142653
leaf_count=1164 503 333 358 334 332 886
internal_value=0 -2.77406e-05 -8.65131e-05 -1.06186e-05 -0.000104056 -0.000208157
internal_weight=0 0.00721816 0.00577292 0.00470135 0.00366753 0.00248913
internal_count=3910 3407 3074 2716 2382 2050
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=6
num_cat=0
split_feature=0 43 2 2 16
split_gain=9.47875e-06 2.65236e-05 2.60852e-05 3.80843e-05 6.41122e-06
threshold=-0.017269999999999997 -0.079109999999999986 0.11230000000000001 0.089785000000000018 0.11346000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.013417187049533248 -5.8949174219699676e-05 -0.0025371291914735375 -0.0088681791282803433 0.021284321509427506 0.010928133095397807
leaf_weight=0.0015267525735809737 0.0010161908004753901 0.001558011867879538 0.0014491394255733373 0.0011790073011271555 0.0011125707684174549
leaf_count=1197 221 1262 439 566 225
internal_value=0 -0.00213454 0.0019804 0.00772428 0.00568331
internal_weight=0 0.00571291 0.00418616 0.00273702 0.00212876
internal_count=3910 3464 2267 1828 446
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=6
num_cat=0
split_feature=43 3 52 16 2
split_gain=8.83271e-06 1.75381e-05 1.69783e-05 3.26088e-05 1.7349e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.074484999999999982 -0.008734999999999998 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0023877164902306462 -0.012825361814867537 0.013597690516853611 -0.014664189109813467 0.016125035089249444 0.0014700550298188014
leaf_weight=0.0015947749135364192 0.001212443996514493 0.001204858825921136 0.0010899022929379714 0.0010141260982805649 0.0017154416404339761
leaf_count=1238 438 536 863 246 589
internal_value=0 0.00449181 -0.00251553 0.000757194 -0.00479825
internal_weight=0 0.00279963 0.00503191 0.00381947 0.00280534
internal_count=3910 1774 2136 1698 1452
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=6
num_cat=0
split_feature=52 13 2 151 0
split_gain=1.02659e-05 3.05001e-05 2.06788e-05 2.96978e-05 6.54396e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11203000000000002 -0.0088999999999999982 -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=0.00024362824121463826 -0.00017307937234802215 -0.00027482591774982283 -0.00030191027586971722 0.00032944666228867388 -0.000238203153166255
leaf_weight=0.0018526697418465472 0.001143614778917907 0.0010586589156941972 0.0010042881808117188 0.0019590350053673741 0.0012982219010995387
leaf_count=520 647 449 381 1627 286
internal_value=0 2.69582e-05 -4.84934e-05 1.04752e-05 0.000103202
internal_weight=0 0.00717287 0.0053202 0.00431592 0.00325726
internal_count=3910 3263 2743 2362 1913
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=6
num_cat=0
split_feature=52 13 1 2 48
split_gain=8.87814e-06 2.14297e-05 1.91782e-05 1.85342e-05 3.48433e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.084235000000000018 0.083775000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010876248946671911 -0.008466917271122365 0.013449723378309492 -0.010923745230140211 -0.013157820778193351 0.011407691311788079
leaf_weight=0.0017448417886078574 0.0010714600832446046 0.0010342932638730744 0.0016246227285368524 0.0013444585621943028 0.0010119988998528691
leaf_count=520 647 675 349 1390 329
internal_value=0 0.00133069 -0.0019902 0.00229017 -0.00260797
internal_weight=0 0.00676022 0.00501537 0.00339075 0.00235646
internal_count=3910 3263 2743 2394 1719
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=7
num_cat=0
split_feature=11 43 15 1 16 52
split_gain=2.21358e-05 3.39208e-05 3.23848e-05 2.63786e-05 4.87498e-05 6.8453e-05
threshold=0.07677500000000001 -0.057994999999999998 -0.053579999999999996 0.077800000000000022 -0.27337499999999998 -0.0066199999999999991
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=0.00046487090139886087 -0.00027916260398444087 -0.00030307443395546669 2.5234761197639544e-05 -0.00033033250507388985 -0.0001224002895536222 0.00053313167089373537
leaf_weight=0.0011083074902954397 0.0010046851357767292 0.0013203228573398238 0.0015383235897375753 0.001058889325472964 0.0013618617331026396 0.0011129389899203457
leaf_count=796 285 997 881 201 327 423
internal_value=0 3.07638e-05 0.000209337 -6.66028e-05 2.17521e-05 0.000172398
internal_weight=0 0.00750064 0.00264663 0.00485401 0.00353369 0.0024748
internal_count=3910 3625 1677 1948 951 750
is_linear=0
shrinkage=0.00196078


Tree=9224
num_leaves=7
num_cat=0
split_feature=11 48 2 43 2 13
split_gain=1.25331e-05 2.64271e-05 3.84001e-05 3.21659e-05 3.27276e-05 1.12881e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 -0.073139999999999983 0.093655000000000002 -0.011209999999999999
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=0.0002184889488985917 -0.00020490812692856416 0.00029919280277552487 0.00030971665781919704 -7.6825911232675372e-05 -0.00051482335858391427 -6.6197218194632545e-05
leaf_weight=0.0011516649823363121 0.001003111464845525 0.0011676560769599362 0.0010970073587513226 0.0018658443574396499 0.0010114344527447042 0.0010008388896089184
leaf_count=795 304 337 471 1277 321 405
internal_value=0 2.88485e-05 -2.26743e-05 -9.51695e-05 -0.000230793 8.61199e-05
internal_weight=0 0.00729445 0.00612679 0.00502978 0.00287728 0.0021525
internal_count=3910 3606 3269 2798 1598 1200
is_linear=0
shrinkage=0.00196078


Tree=9225
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.15933e-05 3.02747e-05 3.61675e-05 2.89134e-05 5.30913e-05 4.73382e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008
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=-0.00026085851585633095 -0.00019865002751485848 0.0004049896595104157 -0.00046595714261030732 0.00041161180011278726 0.00010507173115706138 -0.00013207911167093298
leaf_weight=0.0011847415900403157 0.0010028498494641883 0.0010923592776693079 0.0010773603542263972 0.001344104567822492 0.0014941479761740009 0.0011361226946331102
leaf_count=380 304 184 1063 456 1282 241
internal_value=0 2.6133e-05 8.14724e-05 1.15169e-05 -0.000134167 0.000162562
internal_weight=0 0.00732884 0.00614409 0.00505174 0.00257151 0.00248023
internal_count=3910 3606 3226 3042 2345 697
is_linear=0
shrinkage=0.00196078


Tree=9226
num_leaves=7
num_cat=0
split_feature=49 2 160 16 15 12
split_gain=1.68462e-05 2.57637e-05 3.8497e-05 5.15772e-05 2.78645e-05 2.72017e-05
threshold=0.10251500000000001 0.10946500000000002 -0.026849999999999995 -0.055679999999999993 -0.095799999999999982 0.085185000000000025
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=0.00023165730448295103 0.00023523468381444709 0.00016347737815179621 -0.00023405651543034005 -0.00064125796085951045 0.00018875287621255635 -0.00019252776475485277
leaf_weight=0.001074996904504931 0.0010013265801010317 0.0018746052454821412 0.0010331446617353965 0.0010001280858874611 0.0014269806443060874 0.0010804961045954775
leaf_count=794 408 586 234 343 1085 460
internal_value=0 -3.55586e-05 -0.000101999 -0.000180991 1.11915e-05 -0.000408226
internal_weight=0 0.00749035 0.00561575 0.00454075 0.00246013 0.00208062
internal_count=3910 3502 2916 2122 1319 803
is_linear=0
shrinkage=0.00196078


Tree=9227
num_leaves=7
num_cat=0
split_feature=51 484 52 49 3 13
split_gain=1.72791e-05 3.25595e-05 2.71429e-05 4.16219e-05 4.07123e-05 4.18646e-05
threshold=0.08955500000000001 0.064395000000000022 -0.089799999999999977 -0.029304999999999998 -0.11171999999999999 -0.009474999999999999
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=-0.00029205691893901176 -0.00021032332591425657 0.00036390874474957703 0.00033812677471137335 -0.00039648343100235419 -0.00020719951664894238 0.00026638219317741564
leaf_weight=0.00112811871898759 0.0012915859928450428 0.0010032784889529309 0.0013635448712102163 0.0010203344656590676 0.0012785988392492868 0.0016358064364877
leaf_count=618 487 470 284 178 1312 561
internal_value=0 3.53928e-05 -1.58946e-05 4.29063e-05 -5.93994e-05 5.86139e-05
internal_weight=0 0.00742968 0.0064264 0.00529828 0.00393474 0.00291441
internal_count=3910 3423 2953 2335 2051 1873
is_linear=0
shrinkage=0.00196078


Tree=9228
num_leaves=7
num_cat=0
split_feature=11 3 160 47 1 52
split_gain=2.18434e-05 4.26343e-05 2.62917e-05 3.76274e-05 0.00010781 3.39884e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.080734999999999987 0.086425000000000016 0.099595000000000017 -1.0000000180025095e-35
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=0.00033351864346247372 -0.00027238168646882192 -0.00032657713795992993 -0.00036276685472666996 -0.00023405386291866585 0.00063448119803769117 0.00010067148145868171
leaf_weight=0.0014860082670840593 0.0010030022421768257 0.0010051509955133573 0.0010636998323873511 0.0015636950222151962 0.0011224215802184733 0.0014215171178627568
leaf_count=247 279 728 634 352 469 1201
internal_value=0 3.53344e-05 -3.64061e-05 1.99944e-05 0.000130109 -9.76852e-05
internal_weight=0 0.00766249 0.00617648 0.00517133 0.00360764 0.00248522
internal_count=3910 3631 3384 2656 2304 1835
is_linear=0
shrinkage=0.00196078


Tree=9229
num_leaves=5
num_cat=0
split_feature=13 43 0 3
split_gain=1.02162e-05 1.95733e-05 2.80716e-05 2.6456e-05
threshold=0.11202500000000001 -0.057994999999999998 -0.074014999999999984 0.096385000000000012
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0070507219568766034 0.0077034464227024885 -0.0094572184398370451 -0.017471857198648466 0.0083880050560999602
leaf_weight=0.0018352923460881673 0.0014082135603673872 0.0016096037675581523 0.0013221466791381109 0.0017169312322472953
leaf_count=1532 288 1200 605 285
internal_value=0 -0.00169356 -0.00514578 -0.000246727
internal_weight=0 0.00648397 0.00464868 0.00332653
internal_count=3910 3622 2090 1485
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=7
num_cat=0
split_feature=49 47 12 12 1 0
split_gain=1.70449e-05 3.24365e-05 3.02026e-05 4.04357e-05 6.43514e-05 3.47708e-05
threshold=0.10251500000000001 0.09252500000000001 0.10058500000000002 0.090715000000000018 0.094165000000000013 -0.11524
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=5.3977515004391443e-05 0.00023654265721254761 -0.0003204837876447136 -0.00027412747558458185 0.00043184286967013792 0.00029194209375693375 -0.00041388336713990109
leaf_weight=0.0011096660980693595 0.0010074802711200308 0.0012723810183495011 0.001089406190663323 0.0010347772686048759 0.001703607179999087 0.0013582435771722547
leaf_count=206 408 303 380 690 579 1344
internal_value=0 -3.49435e-05 2.27651e-05 8.48893e-05 -1.17529e-06 -0.000203515
internal_weight=0 0.00756808 0.0062957 0.00520629 0.00417152 0.00246791
internal_count=3910 3502 3199 2819 2129 1550
is_linear=0
shrinkage=0.00196078


Tree=9231
num_leaves=6
num_cat=0
split_feature=0 43 2 1 12
split_gain=1.00039e-05 2.52334e-05 2.30604e-05 3.20111e-05 6.22351e-06
threshold=-0.017269999999999997 -0.079109999999999986 0.11230000000000001 0.095575000000000007 0.091475000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.013129268751503373 0.011434635907341992 -0.0018528358376026163 -0.008331975005138173 0.020055405874145477 0.00064673324372642774
leaf_weight=0.0015431094008118897 0.0010264879374715387 0.0016114767181452992 0.0014612778152840091 0.0011378606547187435 0.0011163309772237993
leaf_count=1197 280 1490 439 338 166
internal_value=0 -0.00219002 0.001819 0.00721427 0.00581453
internal_weight=0 0.00575372 0.00421062 0.00274934 0.00214282
internal_count=3910 3464 2267 1828 446
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=6
num_cat=0
split_feature=43 1 4 52 16
split_gain=9.19862e-06 2.08542e-05 2.88527e-05 2.81906e-05 3.30679e-05
threshold=-0.18906999999999999 0.088010000000000019 -0.15333499999999997 -0.074484999999999982 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0083950277944684591 0.0029470597609551966 -0.010837919065054583 -0.018669597248629193 -0.0031923941286249521 0.017270919096549348
leaf_weight=0.0011162920288981682 0.0011467911826199238 0.0011169981096281392 0.0013377296351932237 0.0014922073892964672 0.001677355563217988
leaf_count=261 162 436 2005 347 699
internal_value=0 -0.00140234 -0.0086919 0.00282273 0.00763694
internal_weight=0 0.00677108 0.00248452 0.00428656 0.00316956
internal_count=3910 3649 2167 1482 1046
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=7
num_cat=0
split_feature=51 160 52 49 12 4
split_gain=9.37451e-06 2.32525e-05 2.83585e-05 4.63988e-05 3.73384e-05 3.92673e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.0010999999999999996
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=0.014080892725682871 -0.0082974048575704222 -0.016139542548470009 0.019102932644341659 0.017486008528227071 -0.018846246761599489 -0.0094180263714008401
leaf_weight=0.0011932071572404558 0.0011643379845826616 0.0010457516271123518 0.0011864553437998387 0.0010563152786763836 0.0011146227455472238 0.0011152688434710517
leaf_count=830 487 654 237 796 533 373
internal_value=0 0.00142274 -0.00131424 0.00215206 -0.0039679 0.0036688
internal_weight=0 0.00671162 0.00551841 0.00447266 0.00328621 0.00217158
internal_count=3910 3423 2593 1939 1702 1169
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
num_cat=0
split_feature=160 4 1 43 15
split_gain=9.44372e-06 1.78367e-05 2.83804e-05 1.80952e-05 6.547e-06
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -1.0000000180025095e-35 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0065181086326503955 -0.004050797663321155 0.010530684732821056 -0.004563541889388247 0.013424541831974527 -0.015981906484127246
leaf_weight=0.0017379326866272526 0.0010509932284427643 0.0017025682835901 0.0010004697343375243 0.0013583504195910016 0.001008165590944121
leaf_count=1218 1096 396 260 519 421
internal_value=0 0.00183464 -0.00151658 0.00580153 -0.0102946
internal_weight=0 0.00612055 0.00441798 0.00240934 0.00200864
internal_count=3910 2692 2296 1615 681
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=7
num_cat=0
split_feature=11 2 3 4 43 16
split_gain=1.86006e-05 3.47417e-05 3.94088e-05 3.90745e-05 3.15795e-05 3.53089e-05
threshold=0.07677500000000001 0.097940000000000013 0.090325000000000003 0.057365000000000006 -0.073139999999999983 -0.057604999999999996
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=9.4616420145098986e-05 -0.00025535345012594454 0.00045116735919432054 0.00028248706624535821 -0.0002440792033640875 -0.00045955543213735303 2.458744979916149e-05
leaf_weight=0.001917071725975418 0.0010241244251468712 0.00124645465393468 0.0010611695944768571 0.0011070427310860885 0.0013045717375608323 0.0010415482363734844
leaf_count=1113 285 714 158 169 957 514
internal_value=0 2.59698e-05 0.000173346 1.36336e-05 -9.20736e-05 -0.000244623
internal_weight=0 0.00767786 0.00341467 0.00216821 0.00426319 0.00234612
internal_count=3910 3625 1041 327 2584 1471
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=7
num_cat=0
split_feature=52 1 49 16 0 15
split_gain=1.05099e-05 2.80796e-05 1.5603e-05 3.57983e-05 4.02234e-05 2.07353e-05
threshold=-0.048794999999999991 0.099595000000000017 0.073145000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0039138448194382435 0.01385510485244654 0.01674500945161413 0.0085742020731901548 -0.028593516715512066 -0.0010844767928118594 -0.0062170409881641478
leaf_weight=0.0015126608217874474 0.0010560965973305842 0.0011643690308022719 0.0010008847961244342 0.0010316144498478414 0.0010964836146746502 0.0010038772481933364
leaf_count=742 324 448 474 1626 148 148
internal_value=0 0.00507168 -0.00264285 -0.00532355 -0.0144197 0.00407344
internal_weight=0 0.00267703 0.00518896 0.00418807 0.0021281 0.00205997
internal_count=3910 1190 2720 2246 1774 472
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=6
num_cat=0
split_feature=43 4 0 2 0
split_gain=8.84084e-06 2.21952e-05 2.5129e-05 2.20293e-05 2.97853e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.06402999999999999 0.099015000000000006 -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=0.0082287465066256029 -0.013850032163630305 0.0026162543699683586 0.013805925787933007 0.0054836507899861464 -0.019877747003257066
leaf_weight=0.0011156226138402158 0.0011781125635455091 0.0011535995872194115 0.0012403350387675165 0.0019619146787156591 0.0012020602296499913
leaf_count=261 293 239 405 657 2055
internal_value=0 -0.00138221 0.0012606 -0.00234337 -0.00886212
internal_weight=0 0.00673602 0.00555791 0.00431757 0.00235566
internal_count=3910 3649 3356 2951 2294
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=7
num_cat=0
split_feature=0 48 42 1 48 13
split_gain=8.96956e-06 5.0978e-05 3.61213e-05 3.23034e-05 3.04516e-05 2.14239e-05
threshold=-0.15007499999999999 0.086065000000000016 0.084100000000000022 0.10720500000000001 0.085790000000000019 -0.0019849999999999994
decision_type=2 2 2 2 2 2
left_child=4 2 3 5 -1 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.006544651047742535 0.020235164789047806 0.021191566830682074 -0.01676636907036157 -0.01114482105338566 -0.017093247983239034 0.00035278203973191144
leaf_weight=0.0010726934665214018 0.0010558627210045487 0.0011199826970614713 0.0012927966849197547 0.0010787154943022073 0.0011078520059947181 0.0011134824277008913
leaf_count=238 667 554 1452 258 130 611
internal_value=0 0.00208361 -0.00262929 0.00299757 -0.00546486 0.0100299
internal_weight=0 0.00566084 0.00454086 0.00324806 0.00218055 0.00216935
internal_count=3910 3542 2988 1536 368 1278
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=7
num_cat=0
split_feature=16 0 47 2 4 52
split_gain=1.8924e-05 1.7266e-05 4.41376e-05 3.29725e-05 5.54198e-05 1.59749e-05
threshold=-0.52908499999999992 -0.017269999999999997 0.09252500000000001 0.11230000000000001 0.0057500000000000008 0.024145000000000003
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=-0.0002529751277813021 -3.9341750017696294e-05 0.00036258468054835443 -0.00037365651012517023 -0.000212870202263202 0.00049343100205202328 1.5095665685538638e-05
leaf_weight=0.0010048687885776926 0.0019069766660033958 0.0010107466055325719 0.0011059007908949068 0.0011895377105002091 0.0012379609741359065 0.0010239236424443186
leaf_count=179 2129 319 342 447 383 111
internal_value=0 3.3621e-05 -2.40093e-05 6.51999e-05 0.000170377 0.000187715
internal_weight=0 0.00747505 0.00544038 0.00433448 0.00314494 0.00203467
internal_count=3910 3731 3301 2959 2512 430
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=6
num_cat=0
split_feature=43 43 1 13 52
split_gain=9.2463e-06 1.6616e-05 1.45878e-05 3.11329e-05 2.38212e-05
threshold=-0.057994999999999998 -0.091114999999999988 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0019058463176650998 -0.017652343327857253 0.013707575839998763 0.0076550944319679574 -0.0098284029973640507 0.0095402053227032838
leaf_weight=0.0016394446678654644 0.0013605076118186018 0.0011666298796470418 0.001090732137772373 0.0011311820424971075 0.0014476049311723535
leaf_count=655 1191 1119 271 318 356
internal_value=0 0.00458546 -0.00257926 -0.005413 0.00104419
internal_weight=0 0.00280607 0.00503003 0.00393929 0.00257879
internal_count=3910 1774 2136 1865 674
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=6
num_cat=0
split_feature=16 1 3 13 15
split_gain=1.87522e-05 2.25481e-05 5.02091e-05 3.15326e-05 4.49237e-05
threshold=-0.52908499999999992 0.10752500000000002 0.11265500000000002 -0.032264999999999995 -0.038029999999999987
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025523289598158107 -0.0002448657365736741 0.00041631833422651262 -0.0001242932583937064 -0.00021481343257800416 0.00028494924549204829
leaf_weight=0.0010001133867701545 0.0019132554675795966 0.0014792129347798936 0.0011933537754665569 0.0011709368976156403 0.0016890071400409144
leaf_count=179 1697 458 215 453 908
internal_value=0 3.07229e-05 0.000174925 -5.00173e-05 8.03332e-05
internal_weight=0 0.00744577 0.00267257 0.0047732 0.00285994
internal_count=3910 3731 673 3058 1361
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=6
num_cat=0
split_feature=13 51 47 0 3
split_gain=9.80667e-06 2.04945e-05 2.76007e-05 4.37268e-05 2.22384e-05
threshold=-0.23438999999999996 0.08955500000000001 0.09252500000000001 -0.11287999999999999 -0.12008499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00017867661021871034 0.00032564290287126176 -0.00027759164749092914 -0.00023447553186887129 0.00013900919305348964 -0.00020449209877650316
leaf_weight=0.0010219391035161474 0.0018191165521095091 0.0010652790607548202 0.0013153106253749568 0.0012490343613078729 0.0017258334842950437
leaf_count=210 381 425 325 236 2333
internal_value=0 -2.6626e-05 1.71349e-05 8.61685e-05 -6.02689e-05
internal_weight=0 0.00717457 0.0061093 0.00479398 0.00297487
internal_count=3910 3700 3275 2950 2569
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 15
split_gain=9.99467e-06 2.24273e-05 3.12019e-05 1.82808e-05 3.11669e-05 1.4344e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 -0.0039399999999999991
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=0.0016389130102526181 -0.0090180426594247912 0.012212986517075607 -0.013744564446380982 -0.017519719865167926 0.0087350384257975835 0.018279670516756476
leaf_weight=0.0010226394535192238 0.0010657338277269687 0.0011130551410651946 0.0011943758105881297 0.001124098009405538 0.0012753172531027434 0.0010496806345195243
leaf_count=609 647 608 1274 221 149 402
internal_value=0 0.0013995 -0.00241699 -0.00694813 -0.00213639 0.0100679
internal_weight=0 0.00677917 0.00470685 0.00359379 0.00246969 0.00207232
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=7
num_cat=0
split_feature=43 4 1 16 151 2
split_gain=1.01025e-05 2.17389e-05 2.42176e-05 3.22329e-05 3.19347e-05 3.34999e-05
threshold=-0.18906999999999999 -0.23071499999999998 0.079355000000000023 -0.008069999999999999 -0.0088999999999999982 0.090695000000000012
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=0.0087901724055997124 -0.013842919462824699 -0.012293044351595023 -0.014155629474173929 0.018334944717284321 -0.0063598155578543014 0.018913416818982027
leaf_weight=0.0011173505924123505 0.0011735893923300869 0.0010805508622179954 0.0011535485494155542 0.0012088420155070556 0.001026240252136591 0.0010726754839039676
leaf_count=261 293 1820 264 453 576 243
internal_value=0 -0.00147914 0.00113912 0.00439246 -0.000789539 0.00655637
internal_weight=0 0.00671545 0.00554186 0.00446131 0.00325246 0.00209892
internal_count=3910 3649 3356 1536 1083 819
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=5
num_cat=0
split_feature=52 0 2 16
split_gain=8.40978e-06 2.20504e-05 3.6128e-05 4.13085e-05
threshold=0.11401500000000002 -0.15007499999999999 0.096540000000000015 0.057390000000000004
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0078443732826457419 -0.0082758838539394117 0.0064763871577968981 0.015741720961901108 -0.018373263790913374
leaf_weight=0.0018997336096365138 0.0010639651204698815 0.0019662911581020048 0.0018743026381849207 0.001013901010033597
leaf_count=298 647 1793 839 333
internal_value=0 0.00128931 0.00486365 -0.00197779
internal_weight=0 0.00675423 0.00485449 0.00298019
internal_count=3910 3263 2965 2126
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=7
num_cat=0
split_feature=52 12 1 48 52 16
split_gain=1.55632e-05 2.42947e-05 3.07941e-05 3.79792e-05 3.04602e-05 3.57384e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.087770000000000015 -0.066329999999999986 -0.057604999999999996
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=-0.00032377503247384983 -0.00021217808883146054 0.00023886796283393181 -0.0002732461559304227 0.00038459105662491043 -0.00017424314204941423 0.00033488305605775958
leaf_weight=0.0010434014542652272 0.0011524890727167602 0.0016941913807065299 0.0014673832139854657 0.0010262288653518246 0.0010393103666143529 0.0010818775188685269
leaf_count=593 647 532 411 311 1024 392
internal_value=0 3.28862e-05 -2.87894e-05 5.68053e-05 -4.94907e-05 8.54284e-05
internal_weight=0 0.00735239 0.0056582 0.00419082 0.00316459 0.00212119
internal_count=3910 3263 2731 2320 2009 1416
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=7
num_cat=0
split_feature=1 4 12 47 4 15
split_gain=1.51602e-05 4.74877e-05 2.13859e-05 5.56137e-05 4.97444e-05 9.50937e-05
threshold=0.076710000000000014 -0.084009999999999987 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=9.904843788775697e-05 0.00028819652905807714 -0.00045718103743134744 -0.00017728898464537533 -0.00037996063174036194 -0.00011898151038391179 0.00068098218860057375
leaf_weight=0.0014064261778037981 0.0011628740423569092 0.001016695371815489 0.0014277009182744977 0.0011724740942642186 0.0011196638376681164 0.0011665322043254917
leaf_count=422 450 1586 880 263 145 164
internal_value=0 -0.000134335 4.92119e-05 -7.66239e-06 0.000109872 0.0002892
internal_weight=0 0.00242312 0.00604925 0.00488637 0.0037139 0.0022862
internal_count=3910 2008 1902 1452 1189 309
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=6
num_cat=0
split_feature=43 3 48 1 15
split_gain=1.67005e-05 1.97935e-05 1.93061e-05 2.96845e-05 4.75675e-05
threshold=-0.044024999999999988 -0.075954999999999981 0.086125000000000021 0.076710000000000014 -0.10192499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-2.8283191536316257e-05 -0.00025974163914773823 0.00029166916580053936 -0.0002516615176520777 -0.00020071406122861528 0.00033624041086722308
leaf_weight=0.0017180888554523678 0.0011383132637690632 0.0013103389270739444 0.0016095019693898541 0.001064656796467637 0.0015691961395442255
leaf_count=1267 835 581 353 211 663
internal_value=0 0.000110154 -7.18702e-05 4.8429e-06 0.000119193
internal_weight=0 0.00302843 0.00538167 0.00377217 0.00263385
internal_count=3910 1848 2062 1709 874
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=6
num_cat=0
split_feature=43 3 1 13 52
split_gain=8.23398e-06 1.37644e-05 1.30839e-05 2.92648e-05 2.07958e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.11849500000000002 -0.0058249999999999994 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0017435171956547313 -0.017012698563726777 0.012401509033760808 0.0072394145717491996 -0.0090229131251906985 0.009059140302519246
leaf_weight=0.0016055380710965571 0.0013575770527444772 0.0012037047253077265 0.0010930889874588958 0.0011336163243204772 0.0014490479779657576
leaf_count=1238 1171 536 271 324 370
internal_value=0 0.00431735 -0.00244055 -0.00512594 0.00112233
internal_weight=0 0.00280924 0.00503333 0.00394024 0.00258266
internal_count=3910 1774 2136 1865 694
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=7
num_cat=0
split_feature=157 160 151 49 1 13
split_gain=1.48211e-05 6.93547e-05 1.99067e-05 3.85039e-05 4.74918e-05 1.86767e-05
threshold=-0.049344999999999993 -1.0000000180025095e-35 -0.076429999999999984 -0.0019649999999999997 0.095575000000000007 -0.074599999999999986
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=0.00022035019956471237 -0.00049472577913000715 0.00029148779296678809 -0.00028162849255373252 8.1323387358315109e-05 0.0003137622585418137 -0.00028783224449612562
leaf_weight=0.001009152275403491 0.0010722455161020364 0.0010441810703983026 0.0014216722377996755 0.0010137303879734255 0.0019517895506333391 0.0010972395172205297
leaf_count=602 812 323 216 451 470 1036
internal_value=0 -3.25579e-05 4.33476e-05 -3.89583e-06 9.32905e-05 -0.000110556
internal_weight=0 0.00760086 0.00652861 0.00548443 0.00406276 0.00211097
internal_count=3910 3308 2496 2173 1957 1487
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=1.59798e-05 2.75419e-05 5.4273e-05 4.07155e-05 3.72228e-05 8.76863e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.0002325550596549282 -0.00026560187975981379 0.00049821240123213838 -5.2462552522494683e-05 -0.00040479259191479784 0.00061135752647317526 -0.00013678572714960027
leaf_weight=0.0010012686095247202 0.0010872945242171419 0.0012077677496353148 0.0015992334711918542 0.0010329657386893777 0.0010191278250659239 0.0014726735026323098
leaf_count=179 1060 325 424 443 851 628
internal_value=0 3.13397e-05 0.000184476 -6.18625e-05 3.71108e-05 0.000169199
internal_weight=0 0.00741906 0.002807 0.00461206 0.0035791 0.0024918
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=7
num_cat=0
split_feature=157 160 52 49 4 2
split_gain=1.62916e-05 5.86416e-05 2.56142e-05 2.84783e-05 4.84022e-05 8.04838e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.15045000000000003 0.090815000000000021
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=0.00023198971263150878 -0.00045954769490549825 0.00026487837310029997 0.00027469236419811447 2.1939744775496769e-05 0.00015343362600132016 -0.0007010326520573958
leaf_weight=0.0010102143574127458 0.001065941988124877 0.0010320837621743796 0.0013708720704893899 0.0014351563484089392 0.0017154124312878582 0.0010076695943539728
leaf_count=587 813 179 405 1051 385 490
internal_value=0 -3.2991e-05 3.63081e-05 -2.66542e-05 -9.90132e-05 -0.000276288
internal_weight=0 0.00762714 0.00656119 0.00519032 0.00415824 0.00244283
internal_count=3910 3323 2510 2105 1926 1541
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=5
num_cat=0
split_feature=52 52 3 16
split_gain=8.02553e-06 2.36632e-05 1.5049e-05 3.04604e-05
threshold=-0.048794999999999991 -0.092854999999999979 0.090325000000000003 -0.114825
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0051662056326657229 0.010249948672729291 0.013634598561439499 -0.0099098975561714917 -0.0085698018070567358
leaf_weight=0.001312325029370448 0.0018499224507941008 0.0013665935798373237 0.0017363144889237301 0.0016071990458970363
leaf_count=777 564 413 284 1872
internal_value=0 0.00442463 -0.00231416 0.00150074
internal_weight=0 0.00267892 0.00519344 0.00345712
internal_count=3910 1190 2720 2436
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=3.36644e-05 3.22709e-05 4.79265e-05 4.52238e-05 3.88723e-05 7.65445e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00034074871641368872 -0.00026439947514628957 0.0004203426592134928 -7.890781642629729e-05 -0.00041614190123131969 0.00057366755758692339 -0.00010848685144113804
leaf_weight=0.0010449033075640374 0.0011440059130633246 0.001633519864888555 0.0013503921808167448 0.0010913140586569286 0.0010655248180095351 0.001555903832621594
leaf_count=179 1060 554 195 443 851 628
internal_value=0 3.39165e-05 0.000194403 -6.4684e-05 3.71769e-05 0.000168787
internal_weight=0 0.00784066 0.00298391 0.00485675 0.00376543 0.00262143
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=6
num_cat=0
split_feature=43 47 2 2 16
split_gain=8.05671e-06 1.94563e-05 2.73203e-05 4.23531e-05 3.87793e-05
threshold=-0.18906999999999999 0.096770000000000009 0.084235000000000018 0.097940000000000013 -0.0070049999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0077963072890337784 0.0071545142346175041 0.010915778024839293 -0.022262775198996065 -0.010795772162817508 0.013892027078926467
leaf_weight=0.0011277679272827272 0.0016486684151795087 0.0010877694462136864 0.0013883796726858666 0.0015518891486707754 0.0010783917795818864
leaf_count=261 946 345 1382 522 454
internal_value=0 -0.00133421 -0.00368543 -0.00813256 -0.000673994
internal_weight=0 0.0067551 0.00566733 0.00401866 0.00263028
internal_count=3910 3649 3304 2358 976
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=7.54735e-06 2.93095e-05 3.20653e-05 5.45438e-05 4.98674e-05
threshold=-0.11739999999999999 -0.18906999999999999 -0.19424999999999998 0.15100500000000003 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0058881892387130869 0.017059753220809434 -0.016134891859164446 -0.0017502787073943413 -0.014231947850235009 0.025526695494658438
leaf_weight=0.0017170122148864458 0.0010236238060098591 0.0011555984340295422 0.0014504395108194588 0.001277292707573029 0.0012459836185908066
leaf_count=614 219 268 1539 540 730
internal_value=0 0.00160998 -0.00147323 0.00279054 0.0108541
internal_weight=0 0.00615294 0.00512931 0.00397372 0.00269642
internal_count=3910 3296 3077 2809 2269
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=6
num_cat=0
split_feature=42 43 160 15 0
split_gain=8.68372e-06 2.79724e-05 2.42162e-05 2.34584e-05 2.94207e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -1.0000000180025095e-35 -0.040439999999999997 -0.18087499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083986109641730998 0.015123246611416861 -0.013983810739517877 -0.0054124124592858074 -0.0071605141579459235 0.016379043081592163
leaf_weight=0.0010691715366241625 0.0012037562246566113 0.0012439835419326747 0.0010178901794911377 0.0017354837050483534 0.0015831986035250859
leaf_count=1060 595 792 116 818 529
internal_value=0 0.00129772 -0.00168452 0.00184364 0.00785134
internal_weight=0 0.00678431 0.00558056 0.00433657 0.00260109
internal_count=3910 2850 2255 1463 645
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=6
num_cat=0
split_feature=49 3 3 43 15
split_gain=2.01467e-05 3.37245e-05 3.18184e-05 4.40517e-05 3.89663e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.032959999999999996 -0.074254999999999988 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.00040101869903269035 -6.5400294978016691e-06 -7.8965104495077833e-05 -0.00012108609045322645 -0.0005016988889794059 0.00029957977215111883
leaf_weight=0.001103230169854065 0.0016522895159803066 0.0011488817567100566 0.001891596992106938 0.0011870279073852297 0.0015324416417922026
leaf_count=361 1114 198 480 1547 210
internal_value=0 0.000156162 -6.00787e-05 -0.00021355 6.71845e-05
internal_weight=0 0.00225211 0.00626336 0.00283932 0.00342404
internal_count=3910 559 3351 2661 690
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=7
num_cat=0
split_feature=0 52 457 49 15 0
split_gain=8.58686e-06 2.09724e-05 3.92848e-05 5.46236e-05 4.2412e-05 1.26014e-05
threshold=0.055865000000000005 -0.092854999999999979 0.041935000000000007 -0.006494999999999999 -0.11739999999999999 -0.099864999999999995
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=-0.014155664550005539 0.0072289482376531496 -0.023035427974508207 0.018860818329809834 -0.011266062148084476 0.019965294004205061 0.0044293485922339941
leaf_weight=0.0010942244309003505 0.0013520357235688183 0.0010433056495181337 0.0010053301116623855 0.0012686471554070058 0.0010069028905493897 0.0010843153843803001
leaf_count=664 255 349 288 430 223 1701
internal_value=0 -0.0015298 0.00102461 -0.00304774 0.00315884 0.0119098
internal_weight=0 0.00650273 0.0054085 0.00440317 0.00335987 0.00209122
internal_count=3910 3655 2991 2703 2354 1924
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 3
split_gain=8.42386e-06 2.5608e-05 2.59391e-05 4.95723e-05 4.30657e-05 1.30033e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.018854999999999997
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=0.014017381580636918 -0.0079160921904334308 -0.015867327501466078 0.019263216458675819 -0.021801538170179661 0.010727475640271104 -0.0047566697972674611
leaf_weight=0.0012868701073010082 0.0011524702911524199 0.0010404391696094565 0.0011747054671321444 0.0010126704051624811 0.0011114579809014759 0.0010591939757880608
leaf_count=888 487 644 229 323 1209 130
internal_value=0 0.00134104 -0.00168071 0.00170622 -0.00477265 0.00317181
internal_weight=0 0.00668534 0.00539847 0.00435803 0.00318332 0.00217065
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=7
num_cat=0
split_feature=160 12 4 12 0 15
split_gain=1.87104e-05 1.98325e-05 2.69852e-05 5.92863e-05 5.3333e-05 2.50318e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.074650000000000008 0.091555000000000011 -0.11756999999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.00017563253099632943 -0.00019923011179519417 0.00038740361289354964 -6.6673274707282573e-05 -0.00040747070471152595 0.00054921125953429452 -2.2078813661978791e-05
leaf_weight=0.0018767785937128332 0.0010620262884148118 0.0010179113085816295 0.001008101184407314 0.0010341270284197342 0.0011656199213535092 0.0013159955864560215
leaf_count=1218 393 227 152 790 191 939
internal_value=0 4.62282e-05 9.3268e-05 -1.66535e-05 0.000263584 0.000156513
internal_weight=0 0.00660378 0.00554176 0.00336803 0.00217372 0.00233391
internal_count=3910 2692 2299 1956 343 1166
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=7
num_cat=0
split_feature=15 52 16 15 150 3
split_gain=1.35612e-05 2.02771e-05 4.20175e-05 3.47379e-05 4.19808e-05 3.79117e-05
threshold=-0.24219999999999997 0.11110500000000002 0.26364000000000004 -0.0071449999999999994 0.077110000000000012 -0.069909999999999986
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=0.00020110832847205834 -0.00037285143451202082 0.00021461884898507362 -0.00044493938678702639 -6.5458368050493168e-05 0.0001082410707738403 0.00041814978004135815
leaf_weight=0.001060400086993144 0.0015597742078528997 0.0010629249858061848 0.0010089247929809045 0.0013397637955941738 0.0012612344802950329 0.0011652942865524631
leaf_count=317 765 588 446 1167 385 242
internal_value=0 -3.59918e-05 -7.80409e-05 -8.53874e-06 -0.000157762 0.000159505
internal_weight=0 0.00739792 0.00633499 0.00532607 0.00282101 0.00250506
internal_count=3910 3593 3005 2559 1150 1409
is_linear=0
shrinkage=0.00196078


Tree=9263
num_leaves=6
num_cat=0
split_feature=3 15 4 12 2
split_gain=9.21904e-06 1.62337e-05 2.19303e-05 3.05359e-05 3.36566e-05
threshold=0.13772500000000001 -0.16430499999999995 0.10910000000000002 0.080120000000000011 0.084380000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.009785498846707057 0.0082127039194222103 0.020865259464069259 -0.0155561736085689 -0.010686811917386869 -0.002322551232610093
leaf_weight=0.0010782409171194761 0.0011578538188262372 0.0010009230948132336 0.0012065836213078262 0.0017306675893616419 0.0016709741684453631
leaf_count=347 239 167 293 2493 371
internal_value=0 -0.00145205 -0.00361223 -0.00033883 0.00636387
internal_weight=0 0.00668739 0.00560915 0.00440256 0.0026719
internal_count=3910 3671 3324 3031 538
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 52
split_gain=1.12423e-05 3.0713e-05 2.90367e-05 2.53097e-05 3.24434e-05 3.03824e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 0.077735000000000012 0.099595000000000017 -0.066329999999999986
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=-0.000261667701131458 -0.00019573689183962422 0.00037101310490647311 -0.00026780479252833513 -0.00021031221489821014 0.00038348121418112967 0.00016457633980101837
leaf_weight=0.0011963929434557468 0.001002599670655295 0.0010959092468452907 0.0010814920119784071 0.0013545277698247616 0.0011088624521326351 0.0014796516887387791
leaf_count=380 304 184 543 443 387 1669
internal_value=0 2.56642e-05 8.18303e-05 1.87562e-05 0.000103301 -1.80049e-05
internal_weight=0 0.00731684 0.00612044 0.00502453 0.00367001 0.00256114
internal_count=3910 3606 3226 3042 2599 2212
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=8.27905e-06 1.79351e-05 2.72725e-05 2.82394e-05 1.95602e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 0.27020000000000005 0.092865000000000017 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.006140708623962484 0.011798259665676549 0.012311729440630376 0.012479968315440749 -0.015896602129477938 -0.0069592339548191608
leaf_weight=0.0017256663964803276 0.0010537683811274517 0.0012640860810763759 0.0011384921056317226 0.00148472121922694 0.0011767527783090844
leaf_count=1218 514 416 328 624 810
internal_value=0 0.00170203 -0.00106111 -0.00521061 0.0019024
internal_weight=0 0.00611782 0.00485373 0.00371524 0.00223052
internal_count=3910 2692 2276 1948 1324
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.0695e-05 3.15718e-05 2.34728e-05 3.13078e-05 4.39901e-05 4.4436e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -1.0000000180025095e-35
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=-0.00026646695481635541 -0.0001918839171885677 0.00033723078324756787 -0.00038073192874074553 -0.00028654646043097177 0.0003547974853756313 0.00015241886432831845
leaf_weight=0.0012095979407671584 0.0010083891638158768 0.001116814604901155 0.0010072793927470567 0.0010058548628001955 0.0015879134118527908 0.0014902182704847747
leaf_count=380 304 184 923 316 560 1243
internal_value=0 2.33367e-05 7.98027e-05 2.33336e-05 9.96281e-05 -6.26091e-05
internal_weight=0 0.00741768 0.00620808 0.00509127 0.00408541 0.0024975
internal_count=3910 3606 3226 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=6
num_cat=0
split_feature=0 4 43 13 16
split_gain=1.47779e-05 2.41106e-05 3.51229e-05 3.79482e-05 4.17915e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.073799999999999991 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00027620122545774043 0.00017715123458524471 -0.00025171394517288943 0.00039086808616168147 -0.0002162060660116132 0.00024978798557992378
leaf_weight=0.0013414701545088614 0.0014583390193395199 0.0014149630186522984 0.0012573763430038529 0.0017105599717657444 0.0013039704007409491
leaf_count=1385 255 846 644 397 383
internal_value=0 -3.97435e-05 1.60343e-05 0.000104719 -1.46349e-05
internal_weight=0 0.00702834 0.00568687 0.00427191 0.00301453
internal_count=3910 3655 2270 1424 780
is_linear=0
shrinkage=0.00196078


Tree=9268
num_leaves=6
num_cat=0
split_feature=52 1 16 4 2
split_gain=9.6958e-06 2.21648e-05 1.52075e-05 3.37382e-05 3.17778e-05
threshold=-0.048794999999999991 0.10871500000000002 -0.114825 -0.078094999999999984 0.10648500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0022060000144448863 0.011913837103997921 0.016610948441789449 0.0036346940560531699 -0.019828422367439046 -0.0098576769625952562
leaf_weight=0.0016633072026106767 0.0015638474245996171 0.0010037463767098628 0.0012085744178317341 0.0012432964281371486 0.0011734956982677759
leaf_count=907 441 283 887 1089 303
internal_value=0 0.00487576 -0.00254303 -0.008263 0.00258042
internal_weight=0 0.00266705 0.00518921 0.00245187 0.00273734
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=7
num_cat=0
split_feature=13 51 15 16 0 12
split_gain=1.87326e-05 2.9195e-05 2.69704e-05 3.72448e-05 7.07041e-05 2.98139e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.16430499999999995 -0.30307999999999996 -0.10575999999999998 1.0000000180025095e-35
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=0.00017103236436723847 0.00022565847235875338 -0.00040512275001962199 -0.00045600838112840671 0.00034749600191010216 1.7148711443635987e-06 -0.00039714653587050874
leaf_weight=0.0010292008428234327 0.0010594727822859796 0.0011053998837539433 0.0010076393066307861 0.001280800078219554 0.0013833075580732442 0.0015037200784646754
leaf_count=210 335 425 282 219 286 2153
internal_value=0 -0.000111437 -5.93695e-05 -0.000117718 -3.59305e-05 -0.000206034
internal_weight=0 0.00734034 0.00623494 0.00517547 0.00416783 0.00288703
internal_count=3910 3700 3275 2940 2658 2439
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=5
num_cat=0
split_feature=52 160 3 1
split_gain=8.13742e-06 2.02969e-05 2.88196e-05 3.04939e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.095575000000000007
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0055011309876882419 -0.013646753164463333 -0.01356666226000785 -0.0038536563776702852 0.014400391410100405
leaf_weight=0.0019545959056869473 0.0011844340797028882 0.0010549831511223332 0.0018467163191764517 0.0018141962865508912
leaf_count=971 1029 148 1320 442
internal_value=0 -0.00194358 0.000995766 0.00519229
internal_weight=0 0.00590033 0.0047159 0.00366091
internal_count=3910 2939 1910 1762
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=7
num_cat=0
split_feature=484 52 3 1 3 0
split_gain=7.80062e-06 1.92024e-05 3.95015e-05 4.61278e-05 4.75376e-05 3.08352e-05
threshold=0.064395000000000022 0.11110500000000002 -0.13309499999999996 0.094385000000000011 0.090325000000000003 -0.084074999999999997
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=-0.020002702357686867 0.0081531051814616434 0.010986502766975563 -0.022216280076309339 0.023282255372367604 -0.0043904836765482824 0.0019244164390515137
leaf_weight=0.0011675133198447716 0.0010031782189082348 0.001074241237183091 0.0010679205250472257 0.0012772904158977736 0.0012077489595370612 0.0010486976337024489
leaf_count=300 518 519 920 464 270 919
internal_value=0 -0.00128923 -0.00357502 0.00059294 0.00983308 -0.0102556
internal_weight=0 0.00684341 0.00576917 0.00460166 0.00248504 0.00211662
internal_count=3910 3392 2873 2573 734 1839
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=6
num_cat=0
split_feature=52 13 1 16 4
split_gain=8.77247e-06 2.82903e-05 2.74476e-05 1.78068e-05 2.4188e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.08755499999999998 -0.034289999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.012215298265011805 -0.0085124173731114302 -0.0072984281003011971 -0.013194602118937391 -0.0023601356132716585 0.018631861336116103
leaf_weight=0.0017465349434912713 0.0010644981750510818 0.0011846977524659118 0.0016361227516569076 0.001121667038039568 0.0010749255733702682
leaf_count=520 647 550 349 1051 793
internal_value=0 0.00125379 -0.00256185 0.00258308 0.00791252
internal_weight=0 0.00676395 0.00501741 0.00338129 0.00219659
internal_count=3910 3263 2743 2394 1844
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=7
num_cat=0
split_feature=0 47 2 49 0 0
split_gain=8.054e-06 2.97562e-05 2.18135e-05 4.77714e-05 6.61599e-06 1.22536e-08
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.053904999999999988 0.12346000000000001 -0.10943499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5
right_child=4 -3 -4 5 -6 -7
leaf_value=-0.010543291506941768 0.011041382909361639 -0.014690432227173578 -0.0091325689296895742 0.015446067202113804 -0.00014573953285645152 0.015940413094425752
leaf_weight=0.0010611961092677411 0.0010119982761423721 0.0013992356760312774 0.0012334159829453387 0.001003716717338461 0.0011067925742414848 0.0010019734483291576
leaf_count=303 282 387 488 293 164 1993
internal_value=0 -0.00202346 0.00209813 0.0066148 0.00519757 0.015693
internal_weight=0 0.00569954 0.0043003 0.00306689 0.00211879 0.00200569
internal_count=3910 3464 3077 2589 446 2286
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.76393e-05 3.82381e-05 3.79048e-05 4.56915e-05 4.15686e-05 3.49716e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -1.0000000180025095e-35
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=-0.00028578160096553502 -0.00024556915023284673 0.00041930777045142564 -0.00032541804617161379 -0.00034950140927255297 0.00036109945483744904 0.00014756389921431092
leaf_weight=0.0012244077482245919 0.0010060185855408649 0.0011235949694153834 0.001010208744756288 0.0010210686113549397 0.0015975174124635535 0.001483779664476881
leaf_count=390 285 193 923 316 560 1243
internal_value=0 3.10202e-05 9.3221e-05 2.15566e-05 0.000114157 -4.4021e-05
internal_weight=0 0.00746058 0.00623617 0.00511257 0.00409151 0.00249399
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9275
num_leaves=7
num_cat=0
split_feature=2 52 151 2 15 0
split_gain=1.87797e-05 2.63574e-05 3.14589e-05 5.80286e-05 3.94063e-05 2.47057e-05
threshold=0.10946500000000002 0.084890000000000007 -0.044604999999999992 0.089910000000000004 -0.064869999999999983 -0.13506999999999997
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=-0.00030692253014356647 -2.9246241813850421e-05 -0.00031247676450448127 -0.00036813381832834246 0.00043162602310408045 0.0001350334830913941 0.00035797422137766804
leaf_weight=0.0010020466787402549 0.0015351160382412903 0.0013268309619963829 0.0010871598405032263 0.0012321892348559202 0.001331098218734672 0.0010785872362691269
leaf_count=451 208 1032 380 509 771 559
internal_value=0 -6.87012e-05 8.20369e-07 8.52957e-05 -9.1172e-05 0.000130547
internal_weight=0 0.00597932 0.00465249 0.00365045 0.00241826 0.0026137
internal_count=3910 3143 2111 1660 1151 767
is_linear=0
shrinkage=0.00196078


Tree=9276
num_leaves=6
num_cat=0
split_feature=11 16 2 0 12
split_gain=1.41033e-05 3.34028e-05 3.08085e-05 5.15222e-05 5.47062e-05
threshold=0.07677500000000001 -0.41862999999999995 0.10836000000000003 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00027497200612518929 -0.00022554022792018743 -6.7977408128392847e-05 0.00031033447375264291 -0.00028396233091153425 0.00047277673919876091
leaf_weight=0.0012191648067205359 0.0010045086644093646 0.0017820582596454176 0.0016432285407598935 0.0016199679187007465 0.0012060766814913082
leaf_count=390 285 487 547 277 1924
internal_value=0 2.19222e-05 7.98239e-05 -2.37507e-06 0.000150283
internal_weight=0 0.0074705 0.00625133 0.0046081 0.00298813
internal_count=3910 3625 3235 2688 2411
is_linear=0
shrinkage=0.00196078


Tree=9277
num_leaves=6
num_cat=0
split_feature=4 151 0 47 12
split_gain=8.57375e-06 2.1216e-05 2.45948e-05 3.7146e-05 4.43107e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.11756999999999999 0.092255000000000018 0.090385000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010188190248377013 0.0066690022219979056 -0.015756593094689988 -0.019664012641568408 0.015810293093362255 0.0061474905302598016
leaf_weight=0.0012143469915041798 0.0015211582683349921 0.0014096754255231735 0.0013032958835367617 0.0010381069226639106 0.0013582095823219422
leaf_count=564 426 324 1294 253 1049
internal_value=0 -0.00169291 -0.00451675 -0.00023399 -0.00649198
internal_weight=0 0.00632363 0.00510929 0.00369961 0.00266151
internal_count=3910 3484 2920 2596 2343
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=7
num_cat=0
split_feature=2 4 13 48 3 2
split_gain=1.45415e-05 2.97057e-05 5.62199e-05 3.78716e-05 4.89702e-05 1.9521e-05
threshold=0.10946500000000002 0.17888000000000001 -0.088444999999999982 0.083775000000000002 -0.040669999999999991 0.12663500000000003
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=-0.00053638689931644827 0.00026845447434519458 0.00020597413424083111 -0.00043940818505492502 0.00027953377370981908 0.00011677021116960964 -7.7672939321079453e-05
leaf_weight=0.0010261547865193931 0.0014495408956489138 0.0012790124408253913 0.001184685144014081 0.0011384136364682362 0.0012517338472779489 0.0011032533006577392
leaf_count=399 398 287 1826 404 227 369
internal_value=0 -5.83576e-05 -0.000131838 -1.57126e-05 -0.000153666 0.000118867
internal_weight=0 0.00588 0.00460099 0.00357483 0.00243642 0.00255279
internal_count=3910 3143 2856 2457 2053 767
is_linear=0
shrinkage=0.00196078


Tree=9279
num_leaves=7
num_cat=0
split_feature=2 12 457 3 1 0
split_gain=1.45055e-05 3.39608e-05 3.16974e-05 4.64347e-05 4.39828e-05 4.22431e-05
threshold=0.082715000000000025 0.097345000000000015 0.041935000000000007 0.090325000000000003 0.077800000000000022 -0.14293499999999998
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=-0.000287400686779579 -6.1445100091409789e-05 0.00016767218715716249 0.00035516005935822025 -0.00052186035039634808 0.00044504550077894899 3.9333008439225865e-05
leaf_weight=0.0016946857733132297 0.0015362436064668176 0.001004018887612264 0.0011027127042114665 0.0010091504829730889 0.0011545828741474425 0.0010546181576230732
leaf_count=851 1796 189 299 131 442 202
internal_value=0 -0.000118097 5.56454e-05 -1.38197e-05 0.00015588 -0.000235082
internal_weight=0 0.0026987 0.00585731 0.0047546 0.00269083 0.00206377
internal_count=3910 1040 2870 2571 2238 333
is_linear=0
shrinkage=0.00196078


Tree=9280
num_leaves=6
num_cat=0
split_feature=12 16 1 2 1
split_gain=1.29414e-05 3.52404e-05 4.63904e-05 2.18802e-05 3.22248e-05
threshold=0.051320000000000005 -0.25582999999999995 0.078340000000000007 0.083795000000000022 0.10561500000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.0002903135364526116 0.00017044445921664795 1.2721847546053617e-05 -0.00052212098405448497 -0.00019856629872289623 0.00018370715572363401
leaf_weight=0.001202543888805438 0.0013033560446490361 0.0013931451425722272 0.0011286020713303525 0.0017890133924975539 0.0016115181629814193
leaf_count=265 247 1765 847 396 390
internal_value=0 -9.13423e-05 -0.000226646 6.29849e-05 -1.74062e-05
internal_weight=0 0.0038251 0.00252175 0.00460308 0.00340053
internal_count=3910 2859 2612 1051 786
is_linear=0
shrinkage=0.00196078


Tree=9281
num_leaves=6
num_cat=0
split_feature=3 160 2 43 12
split_gain=1.60429e-05 1.747e-05 3.19565e-05 3.78494e-05 5.86532e-05
threshold=-0.15464999999999998 -0.080184999999999992 0.11125500000000001 -0.074254999999999988 0.083325000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00022563151186852398 -0.00024575943208727245 0.0001382097859874994 0.0002296692401004877 6.3282747756897615e-06 -0.00058112224822510659
leaf_weight=0.0010121357767817708 0.0012827480063186906 0.0018090835613362288 0.0017587117677944283 0.0016410930055244519 0.0010857739779100821
leaf_count=259 797 855 542 342 1115
internal_value=0 -3.71993e-05 5.30178e-06 -8.16916e-05 -0.000227581
internal_weight=0 0.00757741 0.00629466 0.00453595 0.00272687
internal_count=3910 3651 2854 2312 1457
is_linear=0
shrinkage=0.00196078


Tree=9282
num_leaves=6
num_cat=0
split_feature=2 52 0 2 2
split_gain=8.35057e-06 2.3629e-05 2.29335e-05 5.27877e-05 2.12658e-05
threshold=0.10946500000000002 0.084890000000000007 -0.10575999999999998 0.08400500000000001 0.12663500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.010331453935039913 0.013145524215678267 -0.014474096027230061 -0.016475879075435875 0.012640354373393165 -0.0059224482067659102
leaf_weight=0.0016936220565552896 0.0013479726320245388 0.0012229965445111016 0.001532274630276948 0.0010489364913588749 0.0010331889689646229
leaf_count=360 398 1032 796 955 369
internal_value=0 -0.00221739 0.00128916 -0.00464381 0.00487191
internal_weight=0 0.00549783 0.00427483 0.00258121 0.00238116
internal_count=3910 3143 2111 1751 767
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=8.23553e-06 2.06042e-05 3.34429e-05 3.32025e-05 1.58551e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013113254587270737 0.0070196788154771239 -0.012712807357543432 -0.010131483632477054 0.018963857832740863 0.0056199261626808869
leaf_weight=0.0012451280420515513 0.0013567558246253908 0.0013020967893250428 0.0010544888035917928 0.0012862352215204809 0.0016220353713285488
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.00154483 0.00119108 0.00575966 -0.000585766
internal_weight=0 0.00650998 0.00526486 0.00396276 0.00267652
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=7
num_cat=0
split_feature=1 150 160 16 0 43
split_gain=1.14493e-05 2.0614e-05 2.26695e-05 2.37795e-05 2.70027e-05 8.82668e-06
threshold=0.12811000000000003 0.08486500000000001 -0.07353999999999998 -0.055679999999999993 -0.11756999999999999 -0.0045649999999999987
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=0.00014470968052565075 0.00016091111559738032 0.00017146133776967543 -0.000243807443796875 -0.00044442263465081159 0.00017798712517836212 -0.00018424676755501301
leaf_weight=0.0012197212645975782 0.0013333137769948357 0.0014435974894600684 0.001117123761536128 0.0010037977884960441 0.0012216825885113171 0.0010015211650277361
leaf_count=738 338 401 212 707 1171 343
internal_value=0 -3.73218e-05 -9.14927e-05 -0.000157812 -2.34818e-05 -0.000314482
internal_weight=0 0.00700744 0.00556385 0.00434413 0.00233881 0.00200532
internal_count=3910 3572 3171 2433 1383 1050
is_linear=0
shrinkage=0.00196078


Tree=9285
num_leaves=6
num_cat=0
split_feature=4 42 15 160 1
split_gain=1.34631e-05 1.919e-05 3.78366e-05 4.69142e-05 3.43392e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.014214999999999998 0.094695000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00047107597253172746 0.00016161503263869241 -0.00024082524288103298 -0.00031381754422085022 -0.00018275539490899425 0.00023132519268034146
leaf_weight=0.001000182866350066 0.001620216174181695 0.0014095973793373196 0.0010621548762686462 0.0019060747458588608 0.0012918324150339364
leaf_count=484 426 1266 842 572 320
internal_value=0 -3.7653e-05 1.67915e-05 0.000100439 -1.54826e-05
internal_weight=0 0.00666984 0.00526024 0.00419809 0.00319791
internal_count=3910 3484 2218 1376 892
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=7
num_cat=0
split_feature=0 47 2 49 3 12
split_gain=7.71357e-06 2.64978e-05 2.12287e-05 4.45846e-05 2.40616e-05 7.09828e-06
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.067014999999999977 -0.0076499999999999988 0.091475000000000015
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=-0.010957475733312729 0.011042503679893626 -0.013892153183988773 -0.0091150981372855756 0.0037747074646292712 0.025300043857113999 -0.00048611922563533781
leaf_weight=0.0010029975200753329 0.0010295499955100904 0.0014075679487018612 0.0012452038170440534 0.0010217250228219056 0.0010560703376276902 0.0011097367738865218
leaf_count=274 280 387 488 2103 212 166
internal_value=0 -0.00197421 0.00190358 0.00635714 0.0147153 0.00506213
internal_weight=0 0.00573356 0.004326 0.00308079 0.0020778 0.00213929
internal_count=3910 3464 3077 2589 2315 446
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=6
num_cat=0
split_feature=4 151 0 42 13
split_gain=8.65168e-06 1.8569e-05 3.81054e-05 1.46331e-05 2.12697e-05
threshold=0.28937500000000005 -0.051109999999999996 -0.14867499999999997 0.086700000000000013 -0.0016149999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010525642595292 0.0066901850422254163 -0.021009090265831545 0.012557943884648058 -0.0097680690112800245 -0.0039818595509352487
leaf_weight=0.0010403516407911893 0.0015310373705231936 0.0010634262659345176 0.0014442432125625676 0.0010971669642686971 0.0016841636641367109
leaf_count=532 426 208 964 1090 690
internal_value=0 -0.00168703 -0.00408928 0.000168834 0.00365382
internal_weight=0 0.00632935 0.005289 0.00422557 0.00312841
internal_count=3910 3484 2952 2744 1654
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=6
num_cat=0
split_feature=1 4 47 0 52
split_gain=1.2405e-05 4.06339e-05 2.36133e-05 2.47368e-05 7.28129e-05
threshold=0.076710000000000014 -0.084009999999999987 0.086425000000000016 -0.087614999999999985 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=9.0771702975371655e-05 -9.240542318460351e-05 -0.00042541204092165757 -0.00013571266792507583 -7.8243215902245791e-05 0.00056405809950251494
leaf_weight=0.0014168163857003503 0.0012719845817138632 0.001000273384619729 0.0019114570284944482 0.0014298049366863533 0.0013276083363243426
leaf_count=422 246 1586 382 949 325
internal_value=0 -0.000122843 4.37695e-05 0.000128912 0.00024285
internal_weight=0 0.00241709 0.00594085 0.0040294 0.00259959
internal_count=3910 2008 1902 1520 571
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=6
num_cat=0
split_feature=49 3 3 43 15
split_gain=1.47033e-05 4.46571e-05 2.89817e-05 5.34427e-05 4.03728e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.032959999999999996 -0.074254999999999988 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.00041451600415275396 2.7116089939188901e-05 -0.00014529903932078853 -0.00012773559440868912 -0.0005220264307235602 0.00030534567883092956
leaf_weight=0.0010840435744453806 0.0016286817765066935 0.0011076046009736668 0.0018327785741458951 0.0011714325633898309 0.0015089279838052553
leaf_count=361 1114 198 480 1547 210
internal_value=0 0.000131599 -5.54757e-05 -0.000202619 6.78197e-05
internal_weight=0 0.00219165 0.00614182 0.00280011 0.00334171
internal_count=3910 559 3351 2661 690
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=6
num_cat=0
split_feature=49 3 12 43 3
split_gain=1.50681e-05 4.74845e-05 2.83865e-05 6.64261e-05 4.48397e-05
threshold=-0.029304999999999998 -0.0026499999999999996 0.080120000000000011 -0.074254999999999988 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.00042056244331175647 0.00026588987349290182 -0.0001553524866200927 0.00011097754237059888 -0.00048876799293756309 -0.0001913501728076701
leaf_weight=0.0010962405806052913 0.0018761525888266908 0.0011054801134567204 0.0013629050305916639 0.0014821320095602122 0.0014711718830841608
leaf_count=361 497 198 1049 1534 271
internal_value=0 0.000131397 -5.74621e-05 -0.000201462 6.49298e-05
internal_weight=0 0.00220172 0.00619236 0.00284504 0.00334732
internal_count=3910 559 3351 2583 768
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=6
num_cat=0
split_feature=1 150 160 16 0
split_gain=8.37168e-06 1.79671e-05 2.09596e-05 2.36406e-05 2.89062e-05
threshold=0.12811000000000003 0.08486500000000001 -0.07353999999999998 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0077950601078166804 0.0074125630422135318 0.0087836911470876283 -0.012457058111937933 -0.015672315320127122 0.010400373025656162
leaf_weight=0.001151748941198052 0.0012584603258515084 0.0013550622390486895 0.0010542708327319749 0.0018942545594970986 0.0011642568327671944
leaf_count=738 338 401 212 1050 1171
internal_value=0 -0.00148519 -0.00412835 -0.00746739 -0.000461751
internal_weight=0 0.00661959 0.00526453 0.00411278 0.00221853
internal_count=3910 3572 3171 2433 1383
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=6
num_cat=0
split_feature=160 2 0 16 2
split_gain=9.16793e-06 1.82013e-05 3.66906e-05 3.25694e-05 3.6939e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 -0.110495 0.079395000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0064836944959328555 0.01726447421198175 0.010215786021740132 -0.017637911832561508 -0.017513743208208418 0.0089210465628062601
leaf_weight=0.0017316872349396693 0.0011321058364392161 0.0017978623641440447 0.0010888167053898718 0.0010149811610071979 0.0011031149992734935
leaf_count=1218 314 552 178 539 1109
internal_value=0 0.00175531 -0.00175026 0.0035721 -0.00374637
internal_weight=0 0.00613688 0.00433902 0.0032502 0.0021181
internal_count=3910 2692 2140 1962 1648
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=6
num_cat=0
split_feature=0 43 13 4 12
split_gain=8.70908e-06 2.24895e-05 2.54881e-05 2.51853e-05 7.28134e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.080255000000000007 0.091475000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.012498370424476629 0.011438041847475282 0.012116037418505773 0.0034030926139454621 -0.016547616784187077 -0.00024151784670450134
leaf_weight=0.0015226328594464943 0.0010313206440835262 0.0015041067470195628 0.0016742353238119894 0.0010171662667658619 0.0011064182449655757
leaf_count=1197 280 1155 896 216 166
internal_value=0 -0.00208822 0.00168983 -0.00413692 0.00539311
internal_weight=0 0.00571814 0.00419551 0.0026914 0.00213774
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=6
num_cat=0
split_feature=15 40 16 0 1
split_gain=2.08006e-05 2.17608e-05 3.83251e-05 6.77667e-05 4.5914e-05
threshold=-0.24219999999999997 -0.074429999999999982 -0.30307999999999996 -0.053834999999999994 0.094695000000000015
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00024748155523337861 0.00022080283354739065 -0.00040214460621544243 -5.5902644758588087e-05 -0.00033032182417076772 0.0004001009866976045
leaf_weight=0.0010665048756324444 0.0010183678149763738 0.0012091669477617573 0.0019295465543140364 0.0017364237826591232 0.0015158235131714397
leaf_count=317 224 298 2260 437 374
internal_value=0 -4.53974e-05 -8.78151e-05 -1.44666e-05 0.000144721
internal_weight=0 0.00740933 0.00639096 0.00518179 0.00344537
internal_count=3910 3593 3369 3071 2634
is_linear=0
shrinkage=0.00196078


Tree=9295
num_leaves=6
num_cat=0
split_feature=43 1 13 52 3
split_gain=8.74296e-06 1.64668e-05 3.25255e-05 2.19886e-05 1.46459e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0018494024555354097 -0.018010701465650935 0.0083107786167639364 -0.0093908702541255582 0.0091975760029391635 0.012734795445148104
leaf_weight=0.0016025754475919628 0.0013689642923979976 0.0010948321440329579 0.0011326708947070633 0.0014523504936138987 0.0012073227416177119
leaf_count=1238 1191 271 318 356 536
internal_value=0 -0.00254233 -0.00554748 0.00105273 0.00441696
internal_weight=0 0.00504882 0.00395399 0.00258502 0.0028099
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=7
num_cat=0
split_feature=15 484 52 15 2 52
split_gain=1.38522e-05 2.74763e-05 2.68007e-05 4.77184e-05 9.74952e-05 3.56558e-05
threshold=0.079360000000000014 0.042570000000000004 0.11110500000000002 -0.15202999999999997 0.10113500000000002 -0.069134999999999988
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=0.00030318589970761709 -0.00020970378347399911 0.00032763296136532178 0.00026642225622765372 -0.00020933153080882953 -0.00061646527580436813 0.00021985600313751471
leaf_weight=0.0010368662422547345 0.0010585523571188891 0.0010278287267008754 0.0010639696272380138 0.0013467449020659651 0.0012898700813651948 0.0016634054465032042
leaf_count=327 1436 452 280 445 496 474
internal_value=0 3.00474e-05 -1.7738e-05 -7.43886e-05 -0.000165433 2.7837e-05
internal_weight=0 0.00742869 0.00640086 0.00533689 0.00430002 0.00301015
internal_count=3910 2474 2022 1742 1415 919
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=7
num_cat=0
split_feature=52 52 15 2 12 3
split_gain=1.07802e-05 2.53322e-05 3.71653e-05 3.01263e-05 5.68529e-05 2.69582e-05
threshold=0.11401500000000002 0.067395000000000024 -0.15202999999999997 0.10679500000000001 0.092150000000000024 -1.0000000180025095e-35
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=0.00030342303769632028 -0.00018010622096561131 0.0002898220357177241 -0.0003793493881102389 -0.00035332773928678892 0.00039058558388289742 2.3573264424937417e-05
leaf_weight=0.0010822512037145637 0.0011240477094670246 0.0011735444045872703 0.0011701643790663588 0.0013041028133945476 0.0010038833689986178 0.0014049224710932244
leaf_count=294 647 697 1096 465 493 218
internal_value=0 2.64808e-05 -2.53257e-05 -9.81873e-05 -5.21942e-06 -0.000159522
internal_weight=0 0.00713887 0.00596532 0.00488307 0.00357897 0.00257509
internal_count=3910 3263 2566 2272 1807 1314
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=5
num_cat=0
split_feature=15 16 52 52
split_gain=7.68997e-06 2.29418e-05 4.62093e-05 3.12571e-05
threshold=-0.16430499999999995 -0.19424999999999998 1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0068343752856849854 -0.011720435901655864 0.002891682149985619 0.01496215896680524 -0.017470874169736219
leaf_weight=0.0013458603858854303 0.0016353401536718225 0.0018714282660457794 0.0017534356638758799 0.0012623476954141783
leaf_count=445 349 912 1207 997
internal_value=0 -0.0014679 0.00196276 -0.00531076
internal_weight=0 0.00652255 0.00488721 0.00313378
internal_count=3910 3465 3116 1909
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=7
num_cat=0
split_feature=15 150 16 15 13 0
split_gain=1.57169e-05 2.48946e-05 3.51783e-05 3.12226e-05 3.17415e-05 3.07507e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.084184999999999996 -0.038029999999999987 -0.032264999999999995 -0.11756999999999999
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=0.00021470390024884873 -0.00054642806569146047 0.00016320822581651371 -0.00027451389259077055 -0.000135341235132101 0.00030736054848253024 -6.6167147288354153e-05
leaf_weight=0.0010732622501218999 0.0010316249636429936 0.0017799718331015547 0.0010331497973735402 0.0010439624834829974 0.0015430310657055862 0.0010187685067913612
leaf_count=317 219 487 682 730 726 749
internal_value=0 -3.90913e-05 -0.000102593 1.36353e-05 0.000128711 -0.000307803
internal_weight=0 0.00745051 0.00567054 0.00362014 0.00258699 0.00205039
internal_count=3910 3593 3106 2138 1456 968
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=5
num_cat=0
split_feature=52 13 1 43
split_gain=8.45616e-06 2.01687e-05 1.94574e-05 1.70867e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11097000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.010480006717963744 -0.0083113603029607505 -0.005926972001006274 -0.010872067068181106 0.0084371729096540445
leaf_weight=0.0017563810425627819 0.0010703006415944518 0.0014341373906795484 0.0016495372278042923 0.001959810224876873
leaf_count=520 647 1627 362 754
internal_value=0 0.00125123 -0.00196267 0.0023675
internal_weight=0 0.00679987 0.00504348 0.00339395
internal_count=3910 3263 2743 2381
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
num_cat=0
split_feature=43 1 13 1 43
split_gain=8.77521e-06 1.4169e-05 3.06128e-05 1.94131e-05 1.28876e-05
threshold=-0.057994999999999998 0.11849500000000002 -0.0041499999999999983 0.09112000000000002 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0012911631056497631 -0.017428557946999993 0.0075337205000156962 0.01079002289695144 -0.0066486034681946908 0.012431816637091746
leaf_weight=0.0016417536153025853 0.001367237969577881 0.0010939611198720525 0.0011453388890973412 0.0014421817803929044 0.0011735023937991371
leaf_count=655 1191 271 369 305 1119
internal_value=0 -0.00253879 -0.00532504 0.00107042 0.00442908
internal_weight=0 0.00504872 0.00395476 0.00258752 0.00281526
internal_count=3910 2136 1865 674 1774
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=7
num_cat=0
split_feature=4 16 160 52 43 0
split_gain=1.14482e-05 2.95464e-05 3.28535e-05 3.93221e-05 1.7321e-05 1.68925e-05
threshold=0.17888000000000001 -0.08755499999999998 -0.026849999999999995 0.083750000000000005 -0.06705499999999999 -0.11756999999999999
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=-0.00029803062372358403 -3.9435997377610688e-05 0.00031647581190946623 -5.1963245876199911e-05 0.00021738998397366371 -0.0004126601446352065 0.00028287965514237539
leaf_weight=0.0014056705569429409 0.0013711466697863028 0.0011305474140463848 0.0010065236963236811 0.0011523487749341014 0.0010415016144005407 0.0011490643225723926
leaf_count=746 241 745 629 495 700 354
internal_value=0 -5.1027e-05 2.9142e-05 -7.23601e-05 -0.000235392 0.000107521
internal_weight=0 0.00573659 0.00433092 0.00320037 0.00204803 0.00252021
internal_count=3910 3315 2569 1824 1329 595
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=8
num_cat=0
split_feature=15 484 52 0 4 52 0
split_gain=1.44717e-05 2.42012e-05 3.50043e-05 4.64836e-05 2.73569e-05 2.27721e-05 7.70921e-06
threshold=0.079360000000000014 0.042570000000000004 0.11110500000000002 0.012625000000000003 0.27020000000000005 -0.087604999999999988 -0.14070999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00031132855158556318 -0.00021763060155382695 0.00031136107842586592 0.00031124618932239429 -0.00043235965061018579 0.00029388023199524213 -7.5344043454067116e-05 0.00016632613437847789
leaf_weight=0.0010480813846236998 0.0010471575591445084 0.0010052125819926643 0.0010454870358664074 0.0011377635259901143 0.0010202082736555412 0.001022785307392419 0.0010072741767533182
leaf_count=486 1436 452 280 245 318 126 567
internal_value=0 2.88825e-05 -1.63211e-05 -8.1726e-05 1.56152e-05 -7.6612e-05 4.45678e-05
internal_weight=0 0.00728681 0.0062816 0.00523611 0.00409835 0.00307814 0.00203006
internal_count=3910 2474 2022 1742 1497 1179 693
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=7
num_cat=0
split_feature=43 1 4 49 12 1
split_gain=8.58454e-06 2.28737e-05 3.58565e-05 1.97437e-05 3.03748e-05 1.18786e-05
threshold=-0.18906999999999999 0.085835000000000009 -0.15333499999999997 -0.029304999999999998 0.082640000000000005 0.11198000000000001
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=0.0080643822973210638 0.0029287773627407832 0.012144562377643922 -0.022543798732850055 -0.002410239081526913 -0.016017660854829498 0.012853649514362828
leaf_weight=0.0011202356838331514 0.0011119645348967673 0.0014824081979120784 0.0010985768315097957 0.0010326547379622191 0.0010188506065867877 0.0010070310514923211
leaf_count=261 143 340 1904 225 719 318
internal_value=0 -0.00138795 -0.00973038 0.00267316 -0.00191743 0.00512583
internal_weight=0 0.00675149 0.00221054 0.00454094 0.00305854 0.00203969
internal_count=3910 3649 2047 1602 1262 543
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=2.24292e-05 2.45938e-05 4.29904e-05 1.78317e-05 3.7038e-05
threshold=0.27608500000000008 -0.051109999999999996 -0.14867499999999997 -0.083924999999999986 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00021313411942964382 0.00019890618013825454 -0.00044169023478744373 0.00015816518723503039 -0.00026638149922140792 0.00017727811264591753
leaf_weight=0.0011158869174712092 0.0016898804330421971 0.0011628652544893705 0.001472984896133058 0.0019724729043117039 0.0011424772385360024
leaf_count=530 441 206 706 1763 264
internal_value=0 -5.32588e-05 -0.00010495 -1.9599e-05 -0.000103659
internal_weight=0 0.00686669 0.0057508 0.00458794 0.00311495
internal_count=3910 3469 2939 2733 2027
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=6
num_cat=0
split_feature=0 2 0 48 1
split_gain=1.8599e-05 3.80712e-05 2.78799e-05 2.42791e-05 1.77208e-05
threshold=-0.10575999999999998 0.08400500000000001 -0.053834999999999994 0.086215000000000014 0.10786000000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=6.9302697992738472e-05 -0.0002971016366942735 0.00030670656338045764 -8.8599172404916051e-05 -9.4416155723093124e-05 0.00042094816099972487
leaf_weight=0.0012207873369089474 0.0019672905831747173 0.001075608196863643 0.0018934003784348247 0.0015054328792860859 0.001004199866598538
leaf_count=351 1027 1694 468 227 143
internal_value=0 -8.55586e-05 5.46116e-05 9.78932e-05 0.00022801
internal_weight=0 0.0049363 0.00296901 0.00373042 0.00222499
internal_count=3910 3189 2162 721 494
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=7
num_cat=0
split_feature=52 151 2 43 2 0
split_gain=2.41197e-05 3.10265e-05 3.88606e-05 4.85765e-05 2.7101e-05 9.13276e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.086875000000000022 -0.074254999999999988 0.11203000000000002 -0.042499999999999989
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=-0.00019612237650159695 -0.0002682838340847363 0.00023038600919838062 0.00079139361326960745 -0.00033484505837308231 1.7882641564483006e-05 -3.2689870279066014e-05
leaf_weight=0.0017123641343647061 0.001161379989379179 0.0010397194412105576 0.0010344508642824175 0.00133534266169793 0.0012961219936425418 0.0010336860644757397
leaf_count=620 647 399 816 828 421 179
internal_value=0 3.55109e-05 0.00010462 -8.74066e-05 0.000240185 0.000379504
internal_weight=0 0.00745169 0.00573932 0.00237506 0.00336426 0.00206814
internal_count=3910 3263 2643 1227 1416 995
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=7
num_cat=0
split_feature=51 12 48 1 2 4
split_gain=8.57784e-06 2.44786e-05 2.96937e-05 5.38098e-05 3.86857e-05 1.92036e-05
threshold=0.08955500000000001 -0.036459999999999992 0.086125000000000021 0.11198000000000001 0.10113500000000002 -0.06272999999999998
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=-0.012858940645358636 -0.0079882612545330006 -0.0019432813726360889 -0.01087100165037732 0.0240614419696384 -0.015090866711575316 0.016939923938478936
leaf_weight=0.0010314875843896818 0.0011611061456560925 0.0010122943411192587 0.0011012366006148471 0.0013650962762568573 0.0010772814036271354 0.0011507996069175315
leaf_count=442 487 1163 347 231 452 788
internal_value=0 0.00131801 0.00388049 0.00740779 0.000391984 0.00810288
internal_weight=0 0.0067382 0.00570671 0.00460547 0.00324038 0.00216309
internal_count=3910 3423 2981 2634 2403 1951
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=6
num_cat=0
split_feature=48 2 4 1 52
split_gain=1.9763e-05 4.60165e-05 2.75643e-05 4.07882e-05 3.18629e-05
threshold=0.091555000000000011 0.11260500000000001 -0.12499499999999999 0.10884000000000001 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00036260959412850639 0.00016779540466615195 0.00028455886497582412 -0.00014803520807827613 -0.00030410988377601553 0.00029202420435372816
leaf_weight=0.0014621857696211363 0.0019753617423156093 0.0012522769046211602 0.0011167814486057448 0.0015162787433953629 0.0014590644131893334
leaf_count=321 483 484 731 273 1618
internal_value=0 -5.4978e-05 -0.00013153 -4.89614e-05 0.000101232
internal_weight=0 0.00680659 0.00555431 0.00409212 0.00257585
internal_count=3910 3427 2943 2622 2349
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=6
num_cat=0
split_feature=160 52 49 4 2
split_gain=9.87702e-06 1.83631e-05 3.70375e-05 5.02437e-05 6.51612e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.15045000000000003 0.090815000000000021
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00013152773899933383 0.00030617229767329677 0.00023609494945155298 -1.2245058936652407e-05 0.00016098690465581169 -0.00065696703966423311
leaf_weight=0.0018384811120211201 0.0010539867858012208 0.0013365967525268262 0.0014410154577533486 0.0016347745937037466 0.0010360156160496184
leaf_count=1218 206 416 1114 385 571
internal_value=0 3.12453e-05 -2.17575e-05 -0.000105816 -0.000281899
internal_weight=0 0.00650239 0.00516579 0.00411181 0.00247703
internal_count=3910 2692 2276 2070 1685
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=7
num_cat=0
split_feature=52 13 52 1 3 2
split_gain=8.35183e-06 2.46398e-05 3.05896e-05 1.94524e-05 2.76128e-05 1.66632e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 0.11052000000000002 -1.0000000180025095e-35 0.099990000000000009
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=0.0012584618019246552 -0.0082623868654534138 0.011663582472967273 -0.013119005521758934 -0.018075112378463407 0.0079590994519692648 0.019118779028864219
leaf_weight=0.0010337887327345949 0.0010708907680899125 0.0011239734537760405 0.0012078376447570494 0.0011340694716246201 0.001280308098429029 0.0010559365758091735
leaf_count=778 647 608 1274 221 149 233
internal_value=0 0.00123536 -0.0027484 -0.00722043 -0.00227299 0.0102833
internal_weight=0 0.00683591 0.00474619 0.00362222 0.00248815 0.00208973
internal_count=3910 3263 2252 1644 1423 1011
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=6
num_cat=0
split_feature=4 0 48 42 0
split_gain=8.70484e-06 1.78313e-05 4.60266e-05 6.16401e-05 2.09472e-05
threshold=0.27608500000000008 -0.15517999999999996 0.086065000000000016 0.084100000000000022 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012199447666700265 0.0066735840293316558 -0.0030239506867718404 0.019582171947956917 -0.022735240445902284 0.01455433394629015
leaf_weight=0.0012863826113123792 0.0015494861107190868 0.0016343156219538941 0.0010537481428539624 0.00121235641580902 0.0011584223400336211
leaf_count=194 441 1175 541 1338 221
internal_value=0 -0.00168689 0.000986281 -0.00390633 0.00426749
internal_weight=0 0.00634523 0.00505884 0.00400509 0.00279274
internal_count=3910 3469 3275 2734 1396
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=7
num_cat=0
split_feature=15 150 15 15 43 43
split_gain=1.79236e-05 2.38082e-05 4.34509e-05 3.83246e-05 3.27994e-05 7.17495e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.10071499999999999 -0.083899999999999988 0.0050750000000000005
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=0.00023627289211417419 -7.3411554132138144e-05 0.00018320423656975279 0.00029601852308652461 -0.00057723533588269562 -0.00043041093364113846 0.00025865369265522275
leaf_weight=0.0010888019124786798 0.0013102328026358694 0.0015551870667131545 0.0012932256764282193 0.0010421904551795418 0.0011883404284922323 0.0011367124486689202
leaf_count=317 392 427 488 753 1127 406
internal_value=0 -3.28864e-05 -8.91715e-05 -0.00029662 4.5701e-05 -9.3529e-05
internal_weight=0 0.00752589 0.0059707 0.00235242 0.00361828 0.00232505
internal_count=3910 3593 3166 1145 2021 1533
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=6
num_cat=0
split_feature=43 4 52 16 2
split_gain=9.34461e-06 1.4516e-05 1.44031e-05 3.04232e-05 2.12457e-05
threshold=-0.057994999999999998 0.074650000000000008 -0.074484999999999982 -0.0090499999999999973 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00074569455632998998 -0.012098763211580862 0.014228950699815199 -0.015924575446024308 0.014933709233699209 0.0019233883249143244
leaf_weight=0.0018254972350521224 0.0012159028280707015 0.00100302855333885 0.0010943827893004569 0.0010466501519553269 0.0017076281999020085
leaf_count=1484 438 290 862 249 587
internal_value=0 0.00456449 -0.00261102 0.000386425 -0.0050475
internal_weight=0 0.00282853 0.00506456 0.00384866 0.00280201
internal_count=3910 1774 2136 1698 1449
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=7
num_cat=0
split_feature=52 52 15 2 12 151
split_gain=8.48893e-06 2.02606e-05 3.02549e-05 2.99921e-05 4.11042e-05 2.11981e-05
threshold=0.11401500000000002 0.067395000000000024 -0.15202999999999997 0.10679500000000001 0.091650000000000023 -0.0074049999999999993
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=0.014392779383774269 -0.0083053809507646539 0.013556572076297776 0.0040424506964093576 -0.017863958740640905 0.016821725531618779 -0.015070526417028255
leaf_weight=0.0010261014411044227 0.0010724624081681995 0.0011206392454771166 0.0010049655773388595 0.0012448250290987835 0.0010423738905734601 0.0013731791943129971
leaf_count=294 647 697 410 465 521 876
internal_value=0 0.0012662 -0.00115376 -0.00457308 0.000263854 -0.00699369
internal_weight=0 0.00681208 0.00569145 0.00466534 0.00342052 0.00237814
internal_count=3910 3263 2566 2272 1807 1286
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=6
num_cat=0
split_feature=49 3 12 3 52
split_gain=8.82164e-06 2.98782e-05 1.98662e-05 3.45202e-05 4.07499e-05
threshold=-0.029304999999999998 -0.0026499999999999996 0.093375000000000014 0.096385000000000012 0.067395000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.017828216745816129 -0.0013206772298681327 -0.0062573035173949495 -0.011535016490012439 -0.01134716609075026 0.023523427860753413
leaf_weight=0.0010135526872775021 0.0017769349839179497 0.0010471605514984262 0.0015942438120614983 0.0013877614150089521 0.0010505195712671705
leaf_count=361 1305 198 959 275 812
internal_value=0 0.00558905 -0.0020263 0.00157 0.00790996
internal_weight=0 0.00206071 0.00580946 0.00421522 0.00282745
internal_count=3910 559 3351 2392 2117
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=6
num_cat=0
split_feature=4 12 12 16 1
split_gain=1.20234e-05 1.73098e-05 2.46418e-05 4.61902e-05 2.82542e-05
threshold=0.27608500000000008 -0.036459999999999992 1.0000000180025095e-35 -0.013279999999999998 0.078340000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0002672214762132728 0.00014704710269712896 -7.268801941152651e-05 4.4713806815967419e-05 0.00046605186226430931 -0.0003358686510305666
leaf_weight=0.0010790163352676794 0.0016513250380679008 0.0014986306009568558 0.0018018309648255041 0.0010340306324903414 0.0012846991372553094
leaf_count=300 441 215 1887 196 871
internal_value=0 -3.9754e-05 3.92511e-06 0.000147268 -0.000113695
internal_weight=0 0.00669821 0.00561919 0.00253266 0.00308653
internal_count=3910 3469 3169 411 2758
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=7
num_cat=0
split_feature=52 13 47 3 52 1
split_gain=1.3302e-05 3.05773e-05 3.88873e-05 5.36917e-05 7.71285e-05 2.08886e-05
threshold=0.11401500000000002 -0.083514999999999992 0.09252500000000001 -0.069909999999999986 -0.066329999999999986 0.091560000000000016
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=5.1633937586872268e-05 -0.0001960109310992778 -0.00024812021304310979 -0.00039098615035558764 -0.00016051250878647177 0.00053138569292890099 0.00043009325834908105
leaf_weight=0.0012710662760196533 0.0011662498218333863 0.0016023453265107878 0.0010504779667045759 0.0011507051928681116 0.0013416271592299196 0.0010032653073713542
leaf_count=727 647 1370 227 334 321 284
internal_value=0 2.92541e-05 -5.44352e-05 3.1906e-05 0.000211938 0.000218582
internal_weight=0 0.00741949 0.00514516 0.00409468 0.00249233 0.00227433
internal_count=3910 3263 2252 2025 655 1011
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=7
num_cat=0
split_feature=4 42 15 160 16 1
split_gain=1.62225e-05 2.16746e-05 4.82204e-05 3.84473e-05 4.04599e-05 7.41207e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 -0.026849999999999995 0.0063350000000000012 0.094485000000000013
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=0.00043997144188174104 0.00017029376447897886 -0.00026331585750138454 -0.00036028284418450926 -0.00018223943022286301 -0.00031407342951762709 0.00054449949699186459
leaf_weight=0.0010004186021084168 0.0016296850178979883 0.0014158355777909842 0.0010789776394559839 0.0011684231107496634 0.0010593520815809598 0.0010025099376344596
leaf_count=465 426 1266 842 383 321 207
internal_value=0 -4.77546e-05 9.72517e-06 0.00010409 6.78124e-08 0.00015336
internal_weight=0 0.00672552 0.00530968 0.0042307 0.00323029 0.00217093
internal_count=3910 3484 2218 1376 911 590
is_linear=0
shrinkage=0.00196078


Tree=9320
num_leaves=7
num_cat=0
split_feature=52 13 15 1 15 12
split_gain=1.49145e-05 2.51247e-05 3.56931e-05 4.40738e-05 3.9218e-05 2.23912e-05
threshold=0.11401500000000002 -0.17606499999999997 -0.14789999999999995 0.11215000000000001 -0.076594999999999983 0.080120000000000011
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=0.00032104693243689475 -0.00020512866109342927 0.00032801048321295294 -0.00024266798740835312 -0.00040207311863859008 0.00032122143052157337 -3.8941914776896118e-05
leaf_weight=0.0010144323360047336 0.0011548986300362919 0.0010025326057067421 0.001410119381096028 0.0012224215141410167 0.0014927615369343225 0.0011948525121910913
leaf_count=181 647 319 597 217 300 1649
internal_value=0 3.45919e-05 -1.13678e-05 -7.53205e-05 2.21553e-05 0.000161101
internal_weight=0 0.00733712 0.00632269 0.00532015 0.00409773 0.00268761
internal_count=3910 3263 3082 2763 2546 1949
is_linear=0
shrinkage=0.00196078


Tree=9321
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.47641e-05 3.56532e-05 2.72093e-05 2.72703e-05 4.46222e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.087995000000000004 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00020735852510308738 -0.00022173361121805138 0.00031973772698339943 -0.00021112465984911584 0.00040428478618315025 -9.6927939336136315e-05
leaf_weight=0.0011580172163778713 0.0016639293161590527 0.001617406305881604 0.0013315241554802282 0.0012508037076249261 0.0015041499294649869
leaf_count=1060 1040 604 520 233 453
internal_value=0 3.08051e-05 0.000104475 1.92756e-05 0.000130633
internal_weight=0 0.00736781 0.00570388 0.00408648 0.00275495
internal_count=3910 2850 1810 1206 686
is_linear=0
shrinkage=0.00196078


Tree=9322
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=8.11302e-06 2.57856e-05 1.64597e-05 3.30495e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0063204944715878732 -0.0091898502413693961 0.013320920904354609 -0.009924981375898187 0.010736788468789352
leaf_weight=0.0012224194571906939 0.0015058668573246078 0.0014747628925671288 0.0018462291620152047 0.0018609050830134368
leaf_count=795 339 395 817 1564
internal_value=0 0.00441902 -0.00233691 0.00182414
internal_weight=0 0.00269718 0.005213 0.00336677
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=6
num_cat=0
split_feature=2 52 2 0 2
split_gain=8.81547e-06 2.29201e-05 2.16291e-05 2.16275e-05 4.29651e-05
threshold=0.10946500000000002 0.084890000000000007 0.12663500000000003 -0.10575999999999998 0.08400500000000001
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -5
right_child=2 -3 -4 4 -6
leaf_value=0.010006904364651343 0.013390268680632748 -0.014271704735656629 -0.0058254349010907723 -0.015161818459321647 0.011040369476986273
leaf_weight=0.0016952343101381568 0.0013497085405816821 0.0012279793754657814 0.0010349190969970927 0.0015404063853910036 0.0010540126467888122
leaf_count=360 398 1032 369 796 955
internal_value=0 -0.00222559 0.00505073 0.0012228 -0.00451688
internal_weight=0 0.00551763 0.00238463 0.00428965 0.00259442
internal_count=3910 3143 767 2111 1751
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=6
num_cat=0
split_feature=4 16 160 52 15
split_gain=7.86618e-06 1.52908e-05 3.17588e-05 3.45057e-05 3.03047e-05
threshold=0.27608500000000008 -0.08755499999999998 -0.026849999999999995 0.083750000000000005 -0.091704999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0039408780255469787 0.006357820283533668 0.016760463720632134 -0.011137677198343727 0.010929838106413885 -0.019617886716078781
leaf_weight=0.0010463246896950918 0.0015504341764939044 0.0010763976479652116 0.0019691146629513224 0.001106870448578501 0.0011419135727342481
leaf_count=313 441 745 1329 495 587
internal_value=0 -0.00158833 0.00197657 -0.00319685 -0.00835306
internal_weight=0 0.00634062 0.00415238 0.00307599 0.00218824
internal_count=3910 3469 2569 1824 900
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=6
num_cat=0
split_feature=160 52 49 4 16
split_gain=1.48507e-05 2.13383e-05 3.34974e-05 4.73386e-05 4.17946e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.05309500000000001 -0.46853499999999992
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00015737866407824268 0.00029564283608140662 0.00026133131402384914 -0.00032425718227047719 -0.00016246291152907934 0.00037141138433111222
leaf_weight=0.001851071647602902 0.0010597201872425133 0.0013484368427366354 0.0018864483315048572 0.0011618391365427261 0.0010952065487264018
leaf_count=1218 206 416 1508 237 325
internal_value=0 4.15177e-05 -1.5448e-05 -9.50111e-05 9.65937e-05
internal_weight=0 0.00655165 0.00520321 0.00414349 0.00225705
internal_count=3910 2692 2276 2070 562
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=6
num_cat=0
split_feature=160 2 0 160 0
split_gain=9.35908e-06 1.6514e-05 3.69952e-05 3.41033e-05 2.40548e-05
threshold=-1.0000000180025095e-35 0.10946500000000002 0.012625000000000003 0.041025000000000006 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0065031955504203948 0.00061810683482870236 0.0098742460371880302 -0.017443144941973857 -0.011256041270234123 0.021382173020191911
leaf_weight=0.0017391327899663927 0.0011430242298614709 0.0017958120958740031 0.001093133233851953 0.0010281790570543887 0.0010899436517395728
leaf_count=1218 416 552 178 488 1058
internal_value=0 0.00180538 -0.00152242 0.00381419 0.0107533
internal_weight=0 0.00615009 0.00435428 0.00326115 0.00223297
internal_count=3910 2692 2140 1962 1474
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=7
num_cat=0
split_feature=15 47 13 4 16 42
split_gain=1.33997e-05 2.75746e-05 3.59394e-05 4.15686e-05 3.549e-05 2.30139e-05
threshold=-0.24219999999999997 0.09252500000000001 -0.032264999999999995 0.0057500000000000008 -0.0021449999999999998 0.078965000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00020525474697375136 4.5219659477892829e-05 -0.00026152947633169727 -0.00027522726306979496 0.00042013944050274543 0.00023505916614002516 -0.00034330258999213314
leaf_weight=0.0010475929870422292 0.0011267159155462529 0.0015789082554665363 0.0010368564412685639 0.0013879374998696232 0.0010594186382687837 0.0012217800101574586
leaf_count=317 249 394 782 255 416 1497
internal_value=0 -3.16583e-05 3.05676e-05 0.000156931 -1.73379e-05 -0.000156905
internal_weight=0 0.00741162 0.00583271 0.00348421 0.00209628 0.0023485
internal_count=3910 3593 3199 1453 1198 1746
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=7
num_cat=0
split_feature=16 0 47 2 4 52
split_gain=1.72332e-05 2.17005e-05 5.04086e-05 2.73325e-05 4.81019e-05 2.15529e-05
threshold=-0.52908499999999992 -0.017269999999999997 0.09252500000000001 0.11230000000000001 0.0057500000000000008 0.024145000000000003
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=-0.00024470931157581795 -4.0717133401566937e-05 0.00039946284760875559 -0.00041136678675320591 -0.00019562103447741958 0.00045458003529771359 -4.0824671980697143e-06
leaf_weight=0.0010083893591140251 0.0019193192927016898 0.0010349086962817644 0.0010991326515701607 0.0011825196492971672 0.0012414810996780423 0.0010010105988996233
leaf_count=179 2129 319 342 447 383 111
internal_value=0 2.83554e-05 -3.62463e-05 5.86827e-05 0.000153823 0.00020105
internal_weight=0 0.00747837 0.00544245 0.00434332 0.0031608 0.00203592
internal_count=3910 3731 3301 2959 2512 430
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 15
split_gain=1.26146e-05 2.65501e-05 2.50267e-05 6.30304e-05 6.66852e-05 8.13857e-05
threshold=0.055865000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=-0.0003050182782304955 0.00016429985302790113 0.00028604409960369622 -0.00026304687102507408 -0.00044141291154875919 -9.7978804916772736e-05 0.00064990788629854651
leaf_weight=0.0011781489952584533 0.0014508383863110954 0.0010870416519879345 0.001328578258625715 0.0011580011021959779 0.0010746174897595866 0.0011668470514710478
leaf_count=1905 255 410 787 261 137 155
internal_value=0 -3.66063e-05 1.77745e-05 -4.39043e-05 8.5034e-05 0.000291351
internal_weight=0 0.00699323 0.00581509 0.00472804 0.00357004 0.00224146
internal_count=3910 3655 1750 1340 1079 292
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=7
num_cat=0
split_feature=3 1 15 16 16 13
split_gain=2.1564e-05 3.23794e-05 6.6432e-05 5.05824e-05 5.33058e-05 4.47078e-05
threshold=-0.15464999999999998 0.094385000000000011 -0.0039399999999999991 -0.27337499999999998 -0.055679999999999993 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.00026279100037023901 -0.00053180555994464447 -0.00022693935623082441 -0.00024546115576126731 0.00055297545498363642 1.6657122863757039e-06 0.00030553219678004496
leaf_weight=0.0010209903396463885 0.0012961303894495589 0.0014025723026649985 0.0011543483596778699 0.0011502893602343678 0.0016294386473951381 0.0011111719545919096
leaf_count=259 1194 314 744 253 476 670
internal_value=0 -4.03723e-05 -0.000177765 7.66318e-05 0.000229805 2.47851e-05
internal_weight=0 0.00774395 0.00356165 0.0041823 0.00277973 0.00226552
internal_count=3910 3651 2608 1043 729 1414
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=8
num_cat=0
split_feature=11 16 3 15 151 16 13
split_gain=2.77412e-05 3.92646e-05 6.36734e-05 3.34062e-05 6.4549e-05 2.89939e-05 2.52068e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.017214999999999998 -0.0068399999999999989 -0.055679999999999993 -0.012839999999999999
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=-0.00027595216705123942 -0.00030765238241376065 0.00050499905776464258 0.00028844247693803553 -3.2490717324991977e-05 -9.3933858423427973e-05 -0.00055153531888531553 0.0003890830946014607
leaf_weight=0.0012749448319266032 0.0010023022222531716 0.0012161508409657398 0.0010015127702994657 0.0010176847360804089 0.0011016614895603726 0.0010301150067464114 0.0011747359268614115
leaf_count=394 279 195 296 1053 450 602 641
internal_value=0 3.88377e-05 0.000100187 7.74644e-06 -0.000122156 -0.000315056 0.000193396
internal_weight=0 0.00781681 0.00654186 0.00532571 0.00313329 0.00213178 0.00219242
internal_count=3910 3631 3237 3042 1348 1052 1694
is_linear=0
shrinkage=0.00196078


Tree=9332
num_leaves=6
num_cat=0
split_feature=160 15 52 49 2
split_gain=1.80111e-05 2.57578e-05 4.74058e-05 5.31171e-05 5.0093e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.071660000000000015 -0.081419999999999979 0.094010000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00016736180559371873 0.00033488304045452147 0.00026049864402665081 0.00027340067230390962 -2.7924622832686893e-05 -0.00053695697363238988
leaf_weight=0.0019309129640602577 0.0010176183220177481 0.0010574926851804924 0.001682876144507804 0.0017030499921102575 0.00131886668063411
leaf_count=1218 298 196 762 838 598
internal_value=0 4.72907e-05 -3.49806e-06 -0.000117727 -0.000250084
internal_weight=0 0.0067799 0.00576229 0.00407941 0.00302192
internal_count=3910 2692 2394 1632 1436
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=7
num_cat=0
split_feature=0 47 4 2 2 4
split_gain=8.0064e-06 2.85054e-05 2.11526e-05 3.61676e-05 2.51849e-05 7.27133e-06
threshold=-0.017269999999999997 0.09252500000000001 0.0057500000000000008 0.11230000000000001 0.087005000000000013 -0.34687499999999999
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=0.0055556103260197658 -0.00048493105983616643 -0.014336911425536848 0.019390971909202311 -0.0057734351776468108 -0.016572202534323465 0.011130607516659711
leaf_weight=0.0010408008055220481 0.0011074933825563401 0.0014101170464916532 0.0013240173103314702 0.0010044277140745684 0.001016898491204329 0.0010497843467321254
leaf_count=1149 249 387 460 319 1149 197
internal_value=0 -0.0019688 0.00200746 0.00853573 -0.00537978 0.00516748
internal_weight=0 0.00579626 0.00438614 0.00232845 0.0020577 0.00215728
internal_count=3910 3464 3077 779 2298 446
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 15
split_gain=1.20163e-05 2.53319e-05 2.57587e-05 5.18917e-05 5.9041e-05 6.90848e-05
threshold=0.055865000000000005 0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=-0.00029342545576361998 0.00015704427599151364 0.00028532338052008422 -0.00025835687158554788 -0.00040906570342714147 -9.011335492039785e-05 0.00060430067274567199
leaf_weight=0.0012310396168028854 0.0014680011409745784 0.001106772297663863 0.0013131861666169733 0.0011495448596280516 0.0010716313600802789 0.0011333522532148183
leaf_count=1921 255 410 774 260 137 153
internal_value=0 -3.8059e-05 1.63816e-05 -4.73878e-05 7.07887e-05 0.000266813
internal_weight=0 0.00700553 0.00577449 0.00466771 0.00351817 0.00220498
internal_count=3910 3655 1734 1324 1064 290
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=6
num_cat=0
split_feature=160 49 2 42 1
split_gain=1.61411e-05 3.34852e-05 4.16521e-05 5.54851e-05 3.45807e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.11165000000000001 0.088345000000000021 0.090905000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00015613792200971547 -2.3230315640754893e-05 0.00037561366396301408 0.00031543089751553472 0.00030295696309021208 -0.00041059165447068031
leaf_weight=0.001918168004286647 0.0018182386533959879 0.0010171151986243096 0.0011977580797505796 0.0010404526664033031 0.0017282656156457625
leaf_count=1218 951 426 344 564 407
internal_value=0 4.75188e-05 -1.01695e-05 -9.51911e-05 -0.000211997
internal_weight=0 0.00680183 0.00578472 0.00458696 0.0035465
internal_count=3910 2692 2266 1922 1358
is_linear=0
shrinkage=0.00196078


Tree=9336
num_leaves=7
num_cat=0
split_feature=157 160 49 13 1 16
split_gain=1.85955e-05 5.04085e-05 2.80351e-05 3.53143e-05 4.72297e-05 3.18505e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 0.089305000000000009 -0.083514999999999992 0.089075000000000015 -0.092424999999999993
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=0.00025067279573922827 -0.00042407588872595692 0.00021117596691860665 0.0003336733565737512 0.00016027699506850825 -0.00052954475738587023 -8.2023567685133653e-05
leaf_weight=0.0010064706881555913 0.0010865634623918137 0.0017207853118619602 0.0010025301961857419 0.0014044251645207975 0.0011446301881963879 0.0013125780668676408
leaf_count=587 813 583 391 862 178 496
internal_value=0 -3.27937e-05 3.17706e-05 -2.24472e-05 -0.000126552 -0.00029049
internal_weight=0 0.00767151 0.00658495 0.00558242 0.00386163 0.00245721
internal_count=3910 3323 2510 2119 1536 674
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=7
num_cat=0
split_feature=3 1 4 12 47 15
split_gain=1.79937e-05 3.08373e-05 4.8085e-05 3.89705e-05 6.77484e-05 3.79451e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.15333499999999997 -1.0000000180025095e-35 0.09252500000000001 -0.097794999999999979
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=0.0002460574933532068 9.9700163821611764e-05 0.00038157890086569301 -0.00042430048675716334 0.00039283777856617642 -0.00044090909171124354 -7.1914416332111868e-05
leaf_weight=0.0010086725893070723 0.0011805210970004519 0.0011201904798570405 0.0015670338558117177 0.0012031196738953708 0.0011169962727575855 0.0015399021650681793
leaf_count=259 131 433 2102 117 227 641
internal_value=0 -3.23972e-05 -0.000199157 5.96033e-05 -3.38351e-05 0.000131931
internal_weight=0 0.00772776 0.00274755 0.00498021 0.00386002 0.00274302
internal_count=3910 3651 2233 1418 985 758
is_linear=0
shrinkage=0.00196078


Tree=9338
num_leaves=6
num_cat=0
split_feature=15 1 15 1 16
split_gain=1.04721e-05 2.30541e-05 3.94408e-05 4.75702e-05 4.72341e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0084721557568925125 -0.0095885907643059373 0.011865977656353001 0.021562844501795218 0.0044163593763946766 -0.024772724394092612
leaf_weight=0.0017829991360257371 0.0010022203764009354 0.0018906563231547453 0.0010955271445682703 0.001144799262210781 0.0010749565053976761
leaf_count=1064 1436 479 376 290 265
internal_value=0 0.00134177 0.00470298 0.000209402 -0.00971898
internal_weight=0 0.00698894 0.00520594 0.00411041 0.00221976
internal_count=3910 2474 1410 1034 555
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=1.57491e-05 2.04655e-05 5.10607e-05 2.80842e-05 4.00437e-05 8.9324e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00023792600756049399 -0.00028584793368540405 0.00039124120202344936 -0.00013631553816296319 -0.00034193009410715078 0.00060541005884557036 -0.00014524101380683908
leaf_weight=0.0010059990353399363 0.0011103554740401842 0.0015698843172992499 0.0012808437596185636 0.001033040385094634 0.001029430247612895 0.0014939603554806448
leaf_count=179 1060 554 195 443 851 628
internal_value=0 2.33092e-05 0.000154208 -5.66508e-05 2.44514e-05 0.000160991
internal_weight=0 0.00751751 0.00285073 0.00466679 0.00363375 0.00252339
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.22674e-05 3.53736e-05 3.39036e-05 2.97056e-05 4.97272e-05 4.82349e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008
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=-0.00027934836661995847 -0.00020577555937121783 0.00039315837322999439 -0.00044734006396806143 0.00042010990281689757 0.00010066103686562838 -0.00012631344412742366
leaf_weight=0.0012303186998431836 0.0010096453744654361 0.0011217286187434157 0.0010974301830365134 0.0013541432636950323 0.0015162143952481538 0.001147356739755185
leaf_count=390 285 193 1063 456 1282 241
internal_value=0 2.4506e-05 8.44459e-05 1.67467e-05 -0.000129436 0.000169483
internal_weight=0 0.00746719 0.00623687 0.00511514 0.00261364 0.0025015
internal_count=3910 3625 3235 3042 2345 697
is_linear=0
shrinkage=0.00196078


Tree=9341
num_leaves=7
num_cat=0
split_feature=15 484 52 15 2 52
split_gain=1.61119e-05 2.48163e-05 4.01393e-05 4.82483e-05 9.53836e-05 4.94345e-05
threshold=0.079360000000000014 0.042570000000000004 0.11110500000000002 -0.15202999999999997 0.10113500000000002 -0.069134999999999988
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=0.0002920751283321157 -0.00022994052764797838 0.00030936734258380487 0.00032747264552613687 -0.00026363598938259491 -0.00061835557258463412 0.00023901574835473585
leaf_weight=0.0010388656268606319 0.001080803241435461 0.0010265376033919329 0.0010735982474691774 0.0013670643998182897 0.0013195847577654454 0.0016726002581716976
leaf_count=327 1436 452 280 445 496 474
internal_value=0 2.61362e-05 -1.87897e-05 -8.76557e-05 -0.00017815 1.29522e-05
internal_weight=0 0.00749825 0.00647171 0.00539812 0.00435925 0.00303966
internal_count=3910 2474 2022 1742 1415 919
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=7
num_cat=0
split_feature=2 13 16 16 3 3
split_gain=1.44362e-05 2.01713e-05 2.50884e-05 2.52917e-05 1.97959e-05 1.22469e-05
threshold=0.099015000000000006 0.083175000000000013 0.057390000000000004 -0.057604999999999996 0.090325000000000003 0.13772500000000001
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=-0.00020432955303466719 0.00025149966466811213 0.00014879130816422131 -0.00040872727770544713 0.00017927803643390686 -0.00019139129902525227 0.00011080388362503976
leaf_weight=0.0016089312543269329 0.00161251105721936 0.0011892567004243406 0.0010081611434177157 0.0011213136969918424 0.0010190637328641311 0.0010436143612074051
leaf_count=1372 823 219 384 789 136 187
internal_value=0 -7.36327e-05 -0.00014439 -4.67816e-05 8.87417e-05 -3.84953e-05
internal_weight=0 0.00492766 0.00373841 0.00273024 0.00367519 0.00206268
internal_count=3910 2764 2545 2161 1146 323
is_linear=0
shrinkage=0.00196078


Tree=9343
num_leaves=7
num_cat=0
split_feature=15 484 52 1 151 2
split_gain=1.33814e-05 2.65801e-05 3.3101e-05 4.34727e-05 3.79746e-05 4.68162e-05
threshold=0.079360000000000014 0.042570000000000004 0.11110500000000002 0.076710000000000014 -0.0088999999999999982 0.090695000000000012
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=-0.00039789793349111489 -0.00020939015673743602 0.00032066818450758258 0.00029642926568646449 -0.00026584030193898319 -5.6770260339666173e-05 0.00046733537572240559
leaf_weight=0.0012870849377183526 0.0010661037195617467 0.0010128161881107003 0.0010524992982971311 0.0012626927292240858 0.0017068673039136975 0.0010635717996978814
leaf_count=704 1436 452 280 310 384 344
internal_value=0 2.56057e-05 -2.12886e-05 -8.41427e-05 1.59853e-05 0.000144434
internal_weight=0 0.00738553 0.00637272 0.00532022 0.00403313 0.00277044
internal_count=3910 2474 2022 1742 1038 728
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=7
num_cat=0
split_feature=123 150 48 1 2 0
split_gain=4.70601e-05 4.38078e-05 5.27066e-05 8.57238e-05 4.89035e-05 1.8402e-05
threshold=1.0000000180025095e-35 0.10559 0.10329000000000001 0.11198000000000001 0.094010000000000024 -0.089879999999999974
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=-4.7622745901800861e-05 0.00039213586986756334 -0.00043756933161244346 -0.00041737817306604634 0.00046400414846130939 -0.00030407366829440351 0.00028592603082339298
leaf_weight=0.0013595637815100882 0.0010098396299992691 0.0010157442720900344 0.0010073246075692809 0.0015544243240779186 0.0019479597293858013 0.0011947704572054978
leaf_count=524 334 203 226 340 804 1479
internal_value=0 -5.68193e-05 -2.07097e-06 6.7001e-05 -7.0065e-05 0.000108392
internal_weight=0 0.00807979 0.00706404 0.00605672 0.00450229 0.00255433
internal_count=3910 3576 3373 3147 2807 2003
is_linear=0
shrinkage=0.00196078


Tree=9345
num_leaves=7
num_cat=0
split_feature=376 43 2 0 3 2
split_gain=2.51449e-05 3.02404e-05 4.08099e-05 3.58075e-05 4.06392e-05 4.53812e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.071924999999999989 0.086245000000000016 0.11230000000000001
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=0.00036784598498748133 0.00029123873617637526 -0.00032123729892531271 -0.00013080133356963046 -0.00036195746864239561 0.00036319856002004842 -0.0001550253188047799
leaf_weight=0.0013702270892372252 0.0010022111134151699 0.0011581930199939159 0.0011696640001234394 0.001650112617727466 0.0013850719206616004 0.0012236424300280941
leaf_count=576 206 1337 841 614 163 173
internal_value=0 -3.83221e-05 0.00013821 -0.000121093 -1.55815e-05 0.000120121
internal_weight=0 0.00795691 0.00253989 0.00541702 0.00376691 0.00260871
internal_count=3910 3704 1417 2287 1673 336
is_linear=0
shrinkage=0.00196078


Tree=9346
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.26507e-05 3.55809e-05 2.98964e-05 2.33516e-05 5.33985e-05 4.45234e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008
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=-0.00027868413634618528 -0.00020863397822209093 0.00037622594965799785 -0.00043526746871273467 0.00040071524607535248 0.00013233449046612484 -0.00012638501082158949
leaf_weight=0.0012304429915660966 0.0010028573562712089 0.0011206029152123478 0.0011013582363749558 0.0013420471954873785 0.0015121579307844409 0.0011390226000370033
leaf_count=390 285 193 1063 456 1282 241
internal_value=0 2.5954e-05 8.62642e-05 2.24844e-05 -0.000106858 0.000158731
internal_weight=0 0.00744563 0.00621519 0.00509459 0.00261352 0.00248107
internal_count=3910 3625 3235 3042 2345 697
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=6
num_cat=0
split_feature=15 16 2 4 2
split_gain=9.22862e-06 1.66142e-05 1.98939e-05 3.31543e-05 3.02416e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10836000000000003 -0.10647999999999999 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=0.0088694103656916032 -0.012030163997899967 -0.014909244761666713 0.012096765259358169 -0.0064820880269439805 0.012994600242184183
leaf_weight=0.0010138693900046411 0.0012042108431085576 0.0014137652463808029 0.0012426574923356517 0.0015575193026149423 0.0016331225421168858
leaf_count=317 323 334 478 752 1706
internal_value=0 -0.0013341 0.000868771 -0.00216149 0.00348701
internal_weight=0 0.00705128 0.00584706 0.00460441 0.00319064
internal_count=3910 3593 3270 2792 2458
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 15
split_gain=1.00447e-05 2.51658e-05 2.24656e-05 4.40991e-05 5.59122e-05 6.70776e-05
threshold=0.055865000000000005 0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=-0.014963944948703926 0.0076988154884176947 0.014361504578003368 -0.012903693438868281 -0.019322876659897469 -0.0045782796569790018 0.031209032868958944
leaf_weight=0.0011714440535503653 0.0013862673052853249 0.0010466830892453486 0.0012568306294566635 0.0010972107379425772 0.0010214363048241734 0.0010749054999693699
leaf_count=1921 255 410 774 260 137 153
internal_value=0 -0.00165647 0.0011794 -0.00192089 0.00377332 0.0137718
internal_weight=0 0.00666851 0.00549707 0.00445038 0.00335317 0.00209634
internal_count=3910 3655 1734 1324 1064 290
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=7
num_cat=0
split_feature=47 12 12 3 1 16
split_gain=2.51179e-05 2.90945e-05 3.75383e-05 5.25328e-05 7.44692e-05 5.22976e-05
threshold=0.10561500000000001 0.10058500000000002 0.090715000000000018 0.11818000000000002 0.094485000000000013 -0.083564999999999987
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=0.00019077386863265228 0.00023467114444697282 -0.00032337588151185541 0.00032481613462031762 -0.00044989196943454225 0.00043339393545888089 -0.00035971392641055781
leaf_weight=0.0011013987574716828 0.0014936449331015619 0.0012015214233298483 0.0011800237950626768 0.0010681836610721912 0.0012645721297602419 0.0016688785746854973
leaf_count=626 280 484 777 212 443 1088
internal_value=0 -4.38184e-05 9.64191e-06 -6.32389e-05 3.91234e-05 -0.000140853
internal_weight=0 0.00748458 0.00628306 0.00510303 0.00403485 0.00277028
internal_count=3910 3630 3146 2369 2157 1714
is_linear=0
shrinkage=0.00196078


Tree=9350
num_leaves=7
num_cat=0
split_feature=47 159 42 1 12 15
split_gain=9.30721e-06 2.03431e-05 3.11357e-05 5.33307e-05 2.98376e-05 1.12708e-05
threshold=0.10561500000000001 0.073745000000000019 0.083875000000000019 0.11215000000000001 0.080120000000000011 -0.087994999999999976
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=-0.0017434184525006073 0.0075553080488316082 0.011062378773254665 0.0091662537203110166 -0.027254949713484817 -0.01437336390380169 0.013224095495923247
leaf_weight=0.0010052942020749907 0.0013442278261603944 0.001072366358166963 0.0013674217627298764 0.0010903817541640659 0.0011629657528135053 0.0010071146698418226
leaf_count=158 280 631 1423 187 1011 220
internal_value=0 -0.00156161 -0.00396479 -0.00817405 -0.00162192 0.00574711
internal_weight=0 0.00670554 0.00563318 0.00426576 0.00317537 0.00201241
internal_count=3910 3630 2999 1576 1389 378
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=7
num_cat=0
split_feature=13 51 15 4 12 0
split_gain=1.34204e-05 2.38456e-05 3.03152e-05 4.35483e-05 4.74189e-05 2.04686e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.16430499999999995 0.097045000000000006 0.085465000000000013 -0.10131499999999999
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=0.0002020281833169641 0.00031035210679400887 -0.00030076519828344862 0.00040164945484319725 -0.00033781712595230216 -0.00026040711890223077 5.1373499621300709e-05
leaf_weight=0.0010436073861492898 0.0010791767164532373 0.0011081398903034518 0.0011725516213999603 0.001463208126912658 0.0012082047177033898 0.0014159238796105746
leaf_count=210 335 425 187 334 1725 694
internal_value=0 -3.53947e-05 1.09951e-05 -5.04243e-05 6.03344e-05 0.000210045
internal_weight=0 0.0074472 0.00633907 0.00525989 0.00379668 0.00258848
internal_count=3910 3700 3275 2940 2606 881
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=6
num_cat=0
split_feature=15 52 16 12 15
split_gain=1.03646e-05 1.58906e-05 2.52096e-05 3.32609e-05 3.56843e-05
threshold=-0.24219999999999997 0.11110500000000002 0.24895000000000003 0.085185000000000025 -0.0071449999999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0094161050069280407 -0.015505027758618695 0.010172804768471971 -0.017614814807900215 0.010512840936487857 0.0058861359003353911
leaf_weight=0.0010128411319725418 0.0018562688331320346 0.0010145636381328742 0.0010280904610497936 0.0017867312703958131 0.0013448265118960142
leaf_count=317 632 588 475 1512 386
internal_value=0 -0.00140399 -0.00335637 -0.000417426 -0.00651829
internal_weight=0 0.00703048 0.00601592 0.00498783 0.0032011
internal_count=3910 3593 3005 2530 1018
is_linear=0
shrinkage=0.1


Tree=9353
num_leaves=6
num_cat=0
split_feature=15 1 49 15 16
split_gain=9.59212e-06 1.96292e-05 3.32791e-05 4.6606e-05 3.84618e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.006494999999999999 -0.038029999999999987 -0.10808
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0077282499466137331 -0.0091729141518322784 -0.007040035998311882 0.015790557566564511 0.028205510345047868 -0.0090178143869971607
leaf_weight=0.0018025760439918373 0.001005555877645563 0.0017154664069412725 0.0011821995396932581 0.0010003370264345061 0.001325747959008789
leaf_count=1064 1436 403 317 318 372
internal_value=0 0.00126945 0.00437431 0.00995565 0.00267639
internal_weight=0 0.00702633 0.00522375 0.00350828 0.00250795
internal_count=3910 2474 1410 1007 689
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=7
num_cat=0
split_feature=52 13 52 3 16 1
split_gain=1.21425e-05 3.31311e-05 3.58978e-05 2.05625e-05 3.96406e-05 1.92811e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.091329999999999981 -0.069909999999999986 -0.057604999999999996 0.090475000000000014
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=5.3122490812761639e-05 -0.00019221639705169568 0.00023208097243443044 -0.00033946028835080984 -0.0002598018126941239 0.00024399435684603775 0.00041539432492764363
leaf_weight=0.0012181397007894358 0.0011544128085551669 0.0012074299238070216 0.0014544918319072554 0.0014101686318368028 0.0010457739045877808 0.0010531856659930846
leaf_count=716 647 608 1114 303 227 295
internal_value=0 2.40183e-05 -6.34488e-05 -0.0001547 -4.52785e-05 0.000221103
internal_weight=0 0.00738919 0.00511786 0.00391043 0.00245594 0.00227133
internal_count=3910 3263 2252 1644 530 1011
is_linear=0
shrinkage=0.00196078


Tree=9355
num_leaves=7
num_cat=0
split_feature=16 4 1 151 3 4
split_gain=1.99021e-05 2.74031e-05 2.42172e-05 4.69735e-05 4.89748e-05 4.1547e-05
threshold=-0.52908499999999992 0.24280000000000004 0.081005000000000008 -0.0074049999999999993 0.076695000000000013 -0.15796999999999997
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=-0.0002622982151396967 0.00034582216825277654 0.00027960795803040118 0.00020430527992105577 -3.2911278260771403e-05 -0.0005845762058025824 -0.00014318918814710619
leaf_weight=0.0010350556371231112 0.0014089902127927079 0.0013615324033940338 0.001106196488299275 0.0013759313976625029 0.0011242172332638146 0.0012701181270198681
leaf_count=179 115 407 287 840 222 1860
internal_value=0 2.74115e-05 -2.72183e-05 -0.000132121 -0.000280973 0.00011399
internal_weight=0 0.00764699 0.00628545 0.00360635 0.00250015 0.00267911
internal_count=3910 3731 3324 1349 1062 1975
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=7
num_cat=0
split_feature=11 13 39 1 3 1
split_gain=2.77536e-05 3.93057e-05 5.29564e-05 5.67324e-05 7.3331e-05 4.51392e-05
threshold=0.077330000000000024 -0.10939499999999998 0.005105000000000001 0.11663000000000003 -0.097604999999999983 0.094695000000000015
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=0.0003320451494868612 -0.0003107754322708032 0.0004481666405082408 0.00032969041346725452 -0.00051361219105552393 -0.00037494974322573575 0.00010030529301798363
leaf_weight=0.0013980207813432165 0.0010138968841838037 0.0010055183864138184 0.0012630163815842751 0.0010988004615935998 0.0017075423030260837 0.0013969418079265148
leaf_count=288 279 255 395 162 2202 329
internal_value=0 3.38979e-05 -3.05069e-05 -0.000117847 -1.20394e-05 -0.000161097
internal_weight=0 0.00786984 0.00647182 0.0052088 0.00411 0.00310448
internal_count=3910 3631 3343 2948 2786 2531
is_linear=0
shrinkage=0.00196078


Tree=9357
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=1.00093e-05 1.95553e-05 3.01034e-05 4.21393e-05 3.24876e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.008155737843743625 0.0084854776809026537 0.0099844099234603582 -0.00096355577673437913 -0.026854981342392583 0.01238836408912986
leaf_weight=0.0014596605302043446 0.0011744577259462149 0.0012192337074073863 0.001478951940288362 0.0010932790964382232 0.0016285235181763545
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00150321 -0.00397761 -0.0119682 0.00267799
internal_weight=0 0.00687965 0.00566042 0.00257223 0.00308818
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=7
num_cat=0
split_feature=13 15 4 12 4 3
split_gain=1.47036e-05 2.27327e-05 3.55414e-05 2.79103e-05 3.71757e-05 3.77761e-05
threshold=-0.23438999999999996 -0.16430499999999995 0.10910000000000002 0.084100000000000022 0.0057500000000000008 -0.010319999999999998
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=0.00021406680804813254 0.0002031858032364858 0.00021940804789164959 -0.00036772603258810346 -0.00022231533067085292 0.00038964309536477663 -0.00029826853775049216
leaf_weight=0.0010354157731685071 0.0012735922457552101 0.0010323032726647517 0.0013352404851955484 0.0015587741932197043 0.0011027929012200357 0.0011409267923461442
leaf_count=210 366 385 297 2271 135 246
internal_value=0 -3.53158e-05 -8.45462e-05 -6.3396e-06 9.64245e-05 -5.23676e-05
internal_weight=0 0.00744363 0.00617004 0.0048348 0.00327602 0.00217323
internal_count=3910 3700 3334 3037 766 631
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=6
num_cat=0
split_feature=11 16 2 0 12
split_gain=1.24968e-05 2.77551e-05 2.44775e-05 3.69607e-05 4.94582e-05
threshold=0.07677500000000001 -0.41862999999999995 0.10836000000000003 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00024442649496281504 -0.00020711128201678664 -7.2321961337926406e-05 0.0002839116913555186 -0.00023368022333123534 0.0004418680046871543
leaf_weight=0.0012256371648618584 0.0010088292361712789 0.0017910350315918349 0.0016411883335978508 0.0016180723678936512 0.0012017891995626468
leaf_count=390 285 487 547 277 1924
internal_value=0 2.53772e-05 7.82686e-05 5.07266e-06 0.000134155
internal_weight=0 0.00747772 0.00625208 0.0046109 0.00299282
internal_count=3910 3625 3235 2688 2411
is_linear=0
shrinkage=0.00196078


Tree=9360
num_leaves=6
num_cat=0
split_feature=52 13 150 52 2
split_gain=9.91363e-06 2.12838e-05 1.90449e-05 2.84559e-05 4.1573e-05
threshold=0.11401500000000002 -0.090744999999999978 0.086420000000000011 -0.07984999999999999 0.088055000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010713637538530376 -0.0089027282766292581 0.012973105629410498 -0.012950079081123361 0.0093284266492081724 -0.016209362445003053
leaf_weight=0.001797725575302252 0.001092836093182707 0.0013868979435854405 0.001201250299496707 0.0011530243026295188 0.0014255719721410355
leaf_count=520 647 816 305 957 665
internal_value=0 0.00134175 -0.00191912 0.00142244 -0.00479009
internal_weight=0 0.00696447 0.00516674 0.00396549 0.0025786
internal_count=3910 3263 2743 2438 1622
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 4
split_gain=9.80891e-06 1.71348e-05 2.65305e-05 2.17028e-05 6.16195e-05 1.79887e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 0.053925000000000008
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=0.0091608779302092946 -0.003160536549636279 0.0082503254974489008 0.012419536128574854 -0.020699475601243064 0.012909499764468833 -0.021333287355549038
leaf_weight=0.0010122012520683366 0.001059436487633465 0.0014661557925516981 0.0012036121172574084 0.0011183271893379343 0.0010650392719352441 0.0011211096061528498
leaf_count=317 762 427 488 1127 406 383
internal_value=0 -0.00136777 -0.0039006 0.00163823 -0.00430512 -0.0125039
internal_weight=0 0.00703368 0.00556752 0.00338698 0.00218337 0.00218055
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
num_cat=0
split_feature=15 49 15 3 4
split_gain=1.0595e-05 2.11394e-05 2.63745e-05 2.01812e-05 3.08475e-05
threshold=-0.03231499999999999 -0.029304999999999998 -0.11739999999999999 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.014007718120371986 -0.00011934243642860527 -0.0098899924138401464 0.0089082509103185683 0.0080048948424342892 -0.022135630637288021
leaf_weight=0.001297616242698689 0.0016771074345657635 0.0016265902151728158 0.0013792137399223994 0.0010250785448769452 0.001025569984150219
leaf_count=334 1212 581 821 114 848
internal_value=0 0.00334061 -0.00126441 -0.00394236 -0.00847374
internal_weight=0 0.00430342 0.0030058 0.00372776 0.00270268
internal_count=3910 1736 1402 2174 2060
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=6
num_cat=0
split_feature=4 0 48 42 16
split_gain=1.08163e-05 1.76602e-05 4.43624e-05 6.17927e-05 2.52754e-05
threshold=0.27608500000000008 -0.15517999999999996 0.086870000000000017 0.084100000000000022 0.10994000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012237001058723912 0.0073914934363493784 0.01120310822358715 0.019487970365212028 -0.022541723184975923 -0.0082885306059471957
leaf_weight=0.0013057412421269704 0.0015753798423109944 0.0018467797896436534 0.001017346595726356 0.0012356840943803984 0.0010398779269404563
leaf_count=194 441 1123 511 1346 295
internal_value=0 -0.00185188 0.000786465 -0.00382885 0.00418152
internal_weight=0 0.00644543 0.00513969 0.00412234 0.00288666
internal_count=3910 3469 3275 2764 1418
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=6
num_cat=0
split_feature=42 160 43 2 4
split_gain=1.01099e-05 2.80236e-05 3.0616e-05 2.02502e-05 2.19956e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0089797076804061255 -0.010429134169948317 0.016781569867583748 -0.015421528792536993 0.010176820935457503 0.0033116967299943881
leaf_weight=0.0010909705083322003 0.0015573415013486027 0.0015273724840577669 0.0011461837369400184 0.0013006437394739953 0.0013831059925852223
leaf_count=1060 1040 604 700 301 205
internal_value=0 0.00137837 0.00481075 3.67997e-05 -0.00517753
internal_weight=0 0.00691465 0.00535731 0.00382993 0.00252929
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=7
num_cat=0
split_feature=11 13 39 1 1 16
split_gain=2.93784e-05 4.41372e-05 3.18948e-05 4.92371e-05 6.71028e-05 6.25449e-05
threshold=0.077330000000000024 -0.10939499999999998 0.085060000000000011 0.11663000000000003 0.10113500000000002 -0.008069999999999999
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=0.00035446603015015842 -0.00031452728730786223 -0.00037377142233695703 0.00029021672309913535 -0.00045849750480655499 0.00036946940573499962 0.00020457324253705459
leaf_weight=0.0014056818049715553 0.0010179677902646548 0.0019048835544515398 0.0010183865182461877 0.0011005799610721637 0.0013488023994349743 0.0011547114245770715
leaf_count=288 279 1796 358 164 240 785
internal_value=0 3.93013e-05 -2.85701e-05 -8.75008e-05 5.12051e-06 -0.0001555
internal_weight=0 0.00793305 0.00652736 0.00550898 0.0044084 0.00305959
internal_count=3910 3631 3343 2985 2821 2581
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=8.54833e-06 1.3781e-05 2.69203e-05 3.28734e-05 3.17564e-05
threshold=-0.24219999999999997 -0.30307999999999996 -0.10575999999999998 0.091210000000000013 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0085725553342769403 -0.010630023475484831 0.010383772685100106 -0.02411329452102158 0.0094454344572204359 -0.0013857965067185448
leaf_weight=0.0010094924936179641 0.0012845839865435792 0.0019463012095179404 0.0010289370918958594 0.0012149831387088519 0.0015274445751838107
leaf_count=317 337 381 1679 686 510
internal_value=0 -0.00127059 0.000832193 -0.00409712 -0.0105336
internal_weight=0 0.00700225 0.00571767 0.00377136 0.00255638
internal_count=3910 3593 3256 2875 2189
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=7
num_cat=0
split_feature=51 12 48 1 2 1
split_gain=9.52756e-06 2.18842e-05 2.85883e-05 5.07652e-05 4.06484e-05 2.56856e-05
threshold=0.08955500000000001 -0.036459999999999992 0.086125000000000021 0.11198000000000001 0.10113500000000002 0.085835000000000009
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=-0.011867680483607172 -0.0083561097357553495 -0.0015955609022766358 -0.010508624382445909 0.023386504309547702 -0.015280292836318949 0.020148349286629383
leaf_weight=0.0010514812449148427 0.0011724165443858158 0.0011865542066830021 0.0011223871652622187 0.0013766421633133754 0.0010893756036046451 0.0010020667484900623
leaf_count=442 487 1367 347 231 452 584
internal_value=0 0.00140181 0.003817 0.00727138 0.000503598 0.00835995
internal_weight=0 0.00682851 0.00577703 0.00465464 0.003278 0.00218862
internal_count=3910 3423 2981 2634 2403 1951
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=7
num_cat=0
split_feature=11 2 3 3 13 16
split_gain=1.4877e-05 3.03657e-05 6.20607e-05 4.61768e-05 2.41066e-05 3.269e-05
threshold=0.07677500000000001 0.086875000000000022 -0.013944999999999997 -0.075954999999999981 -0.089899999999999994 -0.088734999999999994
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.00045437763178604335 -0.00022803752299868754 0.00043028350494726364 0.00020791458882091942 6.6162268278525013e-05 7.2175260361099792e-05 -0.00041526148266261278
leaf_weight=0.0010844013995154468 0.0010187206285526143 0.0016240332067486199 0.0010048413736514091 0.0016554103118952656 0.0011067265331240808 0.0010133055947159927
leaf_count=1085 285 1467 200 471 164 238
internal_value=0 2.45176e-05 0.000119355 -0.000139864 -4.22377e-05 -0.000160803
internal_weight=0 0.00748872 0.00474891 0.00273981 0.00312487 0.00212003
internal_count=3910 3625 2069 1556 602 402
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=8
num_cat=0
split_feature=11 16 3 151 15 3 4
split_gain=3.57937e-05 3.92855e-05 6.65682e-05 2.85667e-05 7.07123e-05 2.83582e-05 1.73198e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.076695000000000013 -0.10647999999999999
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=-0.00026571560533990171 -0.00034302942947916259 0.00052304423574784775 0.00028271253227695684 -9.6474365093135518e-05 2.0352885973303501e-05 -0.0005508894138460548 0.00038239146860250721
leaf_weight=0.0012788474740266127 0.0010126068982002677 0.0012208044353090855 0.0011949242014072728 0.0011126992988494146 0.0010243060737190703 0.001004795746084782 0.0010079639789479073
leaf_count=394 279 195 512 880 160 175 1315
internal_value=0 4.86913e-05 0.000109932 1.55717e-05 -6.13514e-05 -0.000312104 0.000199917
internal_weight=0 0.00784434 0.00656549 0.00534469 0.00414977 0.0021175 0.00203227
internal_count=3910 3631 3237 3042 2530 1055 1475
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=6
num_cat=0
split_feature=4 151 0 12 12
split_gain=2.02925e-05 2.25344e-05 4.07213e-05 2.36183e-05 4.24703e-05
threshold=0.27608500000000008 -0.051109999999999996 -0.15713499999999997 1.0000000180025095e-35 0.093125000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00020397359520755418 0.00019075222171393557 -0.0004563632404184216 0.00014077530911570183 -0.000431551065134192 6.3501248222698622e-05
leaf_weight=0.0011218957327240519 0.0016723696193088368 0.0010141099353300998 0.0019671407130915945 0.0011337318981976612 0.0016158280972506801
leaf_count=530 441 147 406 1468 918
internal_value=0 -5.01549e-05 -9.99045e-05 -2.32644e-05 -0.000140625
internal_weight=0 0.00685271 0.00573081 0.0047167 0.00274956
internal_count=3910 3469 2939 2792 2386
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 52
split_gain=3.47957e-05 3.16686e-05 4.92259e-05 3.95163e-05 3.74208e-05 3.28922e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.077735000000000012 0.099595000000000017 -0.069134999999999988
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=-0.00024072703646601257 -0.00034271146311427674 0.00045902362620328657 -0.00026736853197086794 -0.00026330589958608512 0.00041665685016114976 0.00017228183540811317
leaf_weight=0.001248996686616639 0.0010050256810242271 0.0011984042103334296 0.001094878141133746 0.0014018121482012504 0.0011544611448296273 0.0016256305408975881
leaf_count=394 279 195 530 443 387 1682
internal_value=0 4.51398e-05 0.000100281 1.88068e-05 0.000120864 -4.65698e-06
internal_weight=0 0.00772418 0.00647519 0.00527678 0.00387497 0.00272051
internal_count=3910 3631 3237 3042 2599 2212
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=5
num_cat=0
split_feature=2 3 0 0
split_gain=9.68202e-06 1.87206e-05 1.79712e-05 4.1962e-05
threshold=0.099015000000000006 0.090325000000000003 -0.06402999999999999 -0.10575999999999998
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0018913047024890846 0.012288847406922267 -0.0025745173385319751 0.0045164742444891003 -0.02346114020467286
leaf_weight=0.0016380526125297785 0.0015173596679315287 0.0019191973457736808 0.0018709094120410489 0.0010854777895337095
leaf_count=342 823 323 333 2089
internal_value=0 0.00398818 -0.00302944 -0.00821305
internal_weight=0 0.00343656 0.00459444 0.00272353
internal_count=3910 1146 2764 2431
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=7
num_cat=0
split_feature=3 3 2 160 2 15
split_gain=1.72318e-05 2.79727e-05 3.89593e-05 2.61242e-05 4.07454e-05 4.26703e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 1.0000000180025095e-35 0.10571000000000001 -0.017214999999999998
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=0.00023634740884238123 -0.00047259079031612662 4.211712186453796e-06 3.8786449912452899e-05 -0.00020568971732721851 -9.7402088219341202e-05 0.00054486480342744051
leaf_weight=0.0010159838156491331 0.0011451794780330468 0.0010452688543848699 0.0011459413367337712 0.0012552797097307253 0.001860633841973147 0.0012120058432991154
leaf_count=259 1105 370 1042 319 518 297
internal_value=0 -3.54109e-05 -0.000216817 4.19405e-05 0.000117427 0.000294506
internal_weight=0 0.00766431 0.00229112 0.00537319 0.00411791 0.00225727
internal_count=3910 3651 2147 1504 1185 667
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=6
num_cat=0
split_feature=4 15 16 2 2
split_gain=2.58616e-05 4.70745e-05 2.76398e-05 4.41972e-05 4.19682e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.08755499999999998 0.106285 0.087005000000000013
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00028061884002143832 0.00041672287117337325 -0.0001349943082622339 8.0285476670237998e-05 0.00033662348974601092 -0.0003568728412569539
leaf_weight=0.0017673814026182844 0.001312044970900582 0.0010873319064229998 0.0020047116464170633 0.0011724131026517705 0.0014586322232763528
leaf_count=792 333 216 1132 467 970
internal_value=0 0.0001667 -7.19797e-05 7.56398e-06 -0.000103829
internal_weight=0 0.00239938 0.00640314 0.00463576 0.00346334
internal_count=3910 549 3361 2569 2102
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=4.3489e-05 3.3845e-05 4.48726e-05 4.47213e-05 5.33463e-05 4.10643e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00024177532811612927 -0.00037902398307659016 0.00044456651778795734 -0.00035408267399197234 -0.00033222772471978341 0.00038775464179484728 0.0001419896332263968
leaf_weight=0.0013067298089764461 0.0010437576738610036 0.0012119869359055301 0.0010722753776154187 0.0010684732103184861 0.0016919583523225023 0.0015971506182311389
leaf_count=394 279 195 916 316 560 1250
internal_value=0 4.66834e-05 0.000103435 2.72922e-05 0.000115369 -5.72765e-05
internal_weight=0 0.00794857 0.00664184 0.00542986 0.00436138 0.00266943
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=6
num_cat=0
split_feature=42 160 52 1 16
split_gain=1.58103e-05 2.79691e-05 3.01885e-05 2.93519e-05 4.64987e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.10134000000000001 -0.46853499999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00021227642011925418 -0.00019108498609061254 -0.00017294133380728999 0.00031877064721417392 -0.00012519184069114737 0.00044433484622529216
leaf_weight=0.0011707543155818007 0.0016641546426791731 0.0018868199658548124 0.0016797556269556859 0.0010998024613800257 0.001104820084140686
leaf_count=1060 1040 803 451 154 402
internal_value=0 3.28668e-05 9.74445e-05 6.57827e-06 0.00016022
internal_weight=0 0.00743535 0.0057712 0.00409144 0.00220462
internal_count=3910 2850 1810 1359 556
is_linear=0
shrinkage=0.00196078


Tree=9377
num_leaves=7
num_cat=0
split_feature=3 1 3 0 16 16
split_gain=1.6276e-05 2.43983e-05 4.90974e-05 6.44976e-05 4.77565e-05 5.59083e-05
threshold=-0.15464999999999998 0.095575000000000007 0.090325000000000003 -0.072559999999999986 -0.27337499999999998 -0.055679999999999993
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=0.0002371662771922426 -0.00057507700552687693 -0.000220171346044826 0.0002104135066430393 5.1085887153237899e-05 0.00056985487910095973 -8.5677302519684474e-06
leaf_weight=0.0010044344186005017 0.0014009361548546833 0.0013726717454555512 0.0010551062280919682 0.0011529556051408805 0.001094877984878334 0.0015547826377800248
leaf_count=259 2101 313 126 428 228 455
internal_value=0 -2.83516e-05 -0.000145397 -0.000292395 7.66664e-05 0.000230445
internal_weight=0 0.00763133 0.003609 0.00255389 0.00402233 0.00264966
internal_count=3910 3651 2655 2529 996 683
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=6
num_cat=0
split_feature=4 151 0 4 3
split_gain=2.32941e-05 2.84459e-05 3.88322e-05 1.84205e-05 3.08612e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.14867499999999997 -0.0021099999999999995 -0.078669999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00020584075599669758 0.00020395981641288299 -0.00044736503159079072 -0.00015288332328909797 -0.00019158967007516239 0.00025123299764499287
leaf_weight=0.001356613909452499 0.0017345909650849436 0.0010670462715034815 0.0013623576633339468 0.0017544399669870048 0.0015567506696237455
leaf_count=562 441 194 1398 696 619
internal_value=0 -4.95152e-05 -0.000109861 -3.28032e-05 6.26306e-05
internal_weight=0 0.00709721 0.00574059 0.00467355 0.00291911
internal_count=3910 3469 2907 2713 2017
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=7
num_cat=0
split_feature=3 3 2 1 3 15
split_gain=1.85994e-05 2.44022e-05 4.62754e-05 3.18256e-05 5.92807e-05 2.45507e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 0.10561500000000001 0.11265500000000002 -0.0039399999999999991
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=0.00024612781511652285 -0.0004841346915528374 -0.00028687810544358254 7.3247943424418623e-05 0.00055924221817297334 -5.7041343839089699e-05 7.5576248384164578e-05
leaf_weight=0.0010082575142090116 0.0011498921115443918 0.0014317537614318139 0.0011408148167287384 0.0010249543630042317 0.0014476371778977396 0.001442218688442689
leaf_count=259 1105 503 1042 340 258 403
internal_value=0 -3.722e-05 -0.000206548 3.53276e-05 0.000198424 -0.000104991
internal_weight=0 0.00763727 0.00229071 0.00534656 0.00247259 0.00287397
internal_count=3910 3651 2147 1504 598 906
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=7
num_cat=0
split_feature=11 48 2 1 4 0
split_gain=1.6388e-05 2.65068e-05 4.55074e-05 4.82596e-05 2.92532e-05 2.59823e-05
threshold=0.07677500000000001 0.096835000000000018 0.11260500000000001 0.10884000000000001 -0.12499499999999999 -0.089879999999999974
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=-0.0002322835434814418 -0.00023575996943559982 0.00029459778093819238 0.00033409243844849119 -0.00041682417411630969 -2.5928427551696456e-05 0.00037767364936876609
leaf_weight=0.0012592579792163332 0.0010284664131960117 0.0012053723342543938 0.0011292153887455568 0.0013647061495210807 0.0015625770136319648 0.0010093700450385353
leaf_count=183 285 338 471 273 647 1713
internal_value=0 2.8114e-05 -2.26696e-05 -0.000100204 1.25789e-05 0.000132467
internal_weight=0 0.0075305 0.00632513 0.00519591 0.00383121 0.00257195
internal_count=3910 3625 3287 2816 2543 2360
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 47
split_gain=1.74637e-05 2.97318e-05 2.43832e-05 2.44911e-05 5.84509e-05 1.16781e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.092255000000000018
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=-0.00024370866745549783 -0.00023802613663208996 0.00034486596933484576 0.00027744186203066518 -0.00041814868142427895 0.00019860575725286935 -0.0001242076321378729
leaf_weight=0.0012506415452010356 0.0010396049341591341 0.0011541362004853541 0.0011901034696718566 0.001045858772646872 0.0019807471271368186 0.0010328272723259435
leaf_count=390 285 193 512 809 1475 246
internal_value=0 3.28172e-05 8.68228e-05 3.00908e-05 -4.24251e-05 -0.0002721
internal_weight=0 0.00765431 0.00640367 0.00524954 0.00405943 0.00207869
internal_count=3910 3625 3235 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=7
num_cat=0
split_feature=52 151 2 43 3 0
split_gain=9.68011e-06 1.96885e-05 4.82349e-05 2.1915e-05 2.04852e-05 4.09463e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.086875000000000022 -0.071899999999999978 0.11265500000000002 -0.053834999999999994
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=-0.0083852007949912367 -0.0087489682963844458 0.0039443188422770923 0.032259910142498328 -0.015960433726230041 0.00144634072722501 0.0038739041406273878
leaf_weight=0.0016080863918313494 0.0011021747431365532 0.0010025942422453311 0.0010229856152041985 0.0012338391437726173 0.0011473420450958259 0.0010097657409187965
leaf_count=620 647 423 960 804 155 301
internal_value=0 0.00133109 0.00421572 -0.00703712 0.0121294 0.0181592
internal_weight=0 0.00702461 0.00541653 0.00223643 0.00318009 0.00203275
internal_count=3910 3263 2643 1227 1416 1261
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=9.58199e-06 2.48783e-05 2.34027e-05 1.84078e-05 4.38644e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.24280000000000004 0.090820000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0086923303643520935 -0.0097201790392151578 0.014929333853069743 0.0073030715483392433 0.010515619414038432 -0.018558963018399859
leaf_weight=0.0011034708533063176 0.0015778393072507276 0.0015504921617604459 0.0014626041672659382 0.001228158411406615 0.0011889326189067624
leaf_count=1060 1040 604 594 228 384
internal_value=0 0.00133303 0.00454474 0.000394617 -0.0042933
internal_weight=0 0.00700803 0.00543019 0.0038797 0.00265154
internal_count=3910 2850 1810 1206 978
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=6
num_cat=0
split_feature=484 3 1 15 16
split_gain=9.15035e-06 1.93775e-05 4.79651e-05 6.23594e-05 2.71583e-05
threshold=0.073820000000000011 -0.13309499999999996 0.095575000000000007 -0.074174999999999977 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011635121993315737 0.0087804471293968494 0.0030555882517688052 0.02289008167950744 -0.0058860515424182117 -0.017629070187558531
leaf_weight=0.0014460194364523567 0.0010294735283358182 0.0011198414966440444 0.0016631987565919994 0.0013761928515228145 0.0014653582432837772
leaf_count=340 503 794 468 368 1437
internal_value=0 -0.0013104 0.00134397 0.00986066 -0.00866901
internal_weight=0 0.00707061 0.00562459 0.00303939 0.0025852
internal_count=3910 3407 3067 836 2231
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=6
num_cat=0
split_feature=0 43 49 4 1
split_gain=9.38281e-06 3.18751e-05 2.48288e-05 3.22564e-05 2.96841e-05
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.017219526389949499 0.0068728685403598739 -0.0078539067575948852 0.019595133885404258 -0.012619906112804011 0.010086583106436968
leaf_weight=0.0011003639444273627 0.0015854481656238399 0.0018718937879262402 0.0012140267901636754 0.0010816651387361774 0.0012309161698833221
leaf_count=381 315 637 1644 590 343
internal_value=0 -0.00170725 0.00145458 0.00639545 -0.000533938
internal_weight=0 0.00649887 0.0053985 0.00352661 0.00231258
internal_count=3910 3595 3214 2577 933
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=7
num_cat=0
split_feature=49 3 3 12 2 15
split_gain=8.6915e-06 3.02844e-05 2.66704e-05 4.52787e-05 2.37935e-05 1.73136e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.075954999999999981 0.091555000000000011 0.10362500000000001 -0.008624999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017654218874876396 0.0028760620977700442 -0.0062694556412187146 0.0014749534418446644 -0.025475603721310622 -0.0058096061604253589 0.019765998653132773
leaf_weight=0.0010399006838061363 0.0011907057423124364 0.0010772869541874031 0.001065534018914556 0.0010690299962383208 0.0016235322051406397 0.0010061622237270847
leaf_count=361 1455 198 394 717 485 300
internal_value=0 0.00548115 -0.00197857 -0.0105365 0.00325483 0.0103584
internal_weight=0 0.00211719 0.00595496 0.00225974 0.00369523 0.0020717
internal_count=3910 559 3351 2172 1179 694
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=6
num_cat=0
split_feature=15 42 2 1 16
split_gain=8.93495e-06 2.29864e-05 3.50474e-05 1.72013e-05 3.79214e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.113945 0.094695000000000015 -0.008734999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0094016567616276355 -0.0088352288838841175 -0.0078702021961950166 -0.010172584694745981 0.017023352863938131 0.01695668016538153
leaf_weight=0.0011084642618776632 0.0010062484141131452 0.0019892389511435181 0.0011924269606691101 0.0016860158621943679 0.0010753149546729106
leaf_count=298 1436 1184 326 405 261
internal_value=0 0.00123779 0.00481685 0.00943565 0.00357745
internal_weight=0 0.00705146 0.00506222 0.0038698 0.00218378
internal_count=3910 2474 1290 964 559
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=7
num_cat=0
split_feature=11 16 151 3 12 2
split_gain=1.40322e-05 3.47834e-05 3.25658e-05 3.91384e-05 3.28944e-05 1.68996e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 0.084575000000000025 0.10742000000000002
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=-0.00027399283551773462 -0.00021904878401234686 0.00036410053237104196 0.00037263731078209661 -0.00036031491893676412 -4.0473393130930062e-05 -8.8339738541086505e-06
leaf_weight=0.0012473984758618771 0.0010250436637121154 0.0012764512152516581 0.0014316092784440642 0.0010897948966522336 0.0015362908490460414 0.0010164933862549519
leaf_count=390 285 545 454 181 1912 143
internal_value=0 2.53515e-05 8.4149e-05 1.3725e-05 0.000158796 -0.00019069
internal_weight=0 0.00759804 0.00635064 0.00507419 0.0029679 0.00210629
internal_count=3910 3625 3235 2690 2366 324
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=6
num_cat=0
split_feature=3 2 2 3 1
split_gain=1.47982e-05 2.69364e-05 3.87793e-05 3.26033e-05 4.14767e-05
threshold=-0.15464999999999998 0.099015000000000006 0.11339500000000001 -0.077894999999999978 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.00021891670702001002 -0.00036102490218775711 0.00035027461598198745 -8.7025968041871436e-05 -0.00021556894634501623 0.00025948003629939386
leaf_weight=0.0010084010113981775 0.0015576734996936969 0.0013853916064490855 0.0017831331985282326 0.0016232846282713109 0.0012513295984293354
leaf_count=259 1769 403 593 532 354
internal_value=0 -3.38786e-05 0.000104177 -0.000132571 -8.77847e-06
internal_weight=0 0.00760081 0.00316852 0.00443229 0.00287461
internal_count=3910 3651 996 2655 886
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 3
split_gain=2.69346e-05 2.9895e-05 3.41899e-05 4.36426e-05 4.99964e-05 2.34382e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.076695000000000013
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=-0.00024143046088255705 -0.00030436287763429946 0.00038824531666411779 0.00034978275595371692 -8.7295984452713342e-05 0.00014811838415964879 -0.00050039202232229148
leaf_weight=0.0012506876623052674 0.001008054762640348 0.0012016186732223206 0.0012081756763747259 0.0011083617798635266 0.0020018995567829302 0.0010085763193474918
leaf_count=394 279 195 512 880 1475 175
internal_value=0 3.62817e-05 8.94829e-05 2.20908e-05 -7.40308e-05 -0.000284108
internal_weight=0 0.00777932 0.00652863 0.00532701 0.00411884 0.00211694
internal_count=3910 3631 3237 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=7
num_cat=0
split_feature=42 43 4 13 0 48
split_gain=8.79978e-06 2.44609e-05 3.1412e-05 2.13241e-05 2.33205e-05 3.08561e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 -0.089189999999999978 -0.10131499999999999 0.084795000000000023
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=-0.0083444792411726393 0.013963221267263218 -0.013808177208959297 0.015704808346145235 0.01803249232301506 -0.012015188032766976 -0.0067620320583141368
leaf_weight=0.0010986918213910695 0.0012491893040209989 0.0015190282341776629 0.0010015577553935161 0.0010001711221617731 0.0012034339189299368 0.0010075091990954174
leaf_count=1060 595 862 368 141 763 121
internal_value=0 0.00128354 -0.00147992 0.00296547 -0.00100797 0.00558992
internal_weight=0 0.00698089 0.0057317 0.00421267 0.00321111 0.00200768
internal_count=3910 2850 2255 1393 1025 262
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=7
num_cat=0
split_feature=13 51 15 4 42 0
split_gain=1.42385e-05 2.3449e-05 2.99026e-05 3.80883e-05 5.72572e-05 3.32274e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.16430499999999995 0.10910000000000002 0.085545000000000024 -0.10131499999999999
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=0.00021292171468009422 0.00030990881813138546 -0.00028913152394482479 0.0004455554414303217 -0.00032776513439232121 -0.00034756800883619076 2.3154267406593937e-05
leaf_weight=0.0010649845690526476 0.0011066672155196321 0.0011350637419767651 0.0011757268038718226 0.001359534587995306 0.0010288282644969468 0.0018310492409805102
leaf_count=210 335 425 198 291 1089 1362
internal_value=0 -2.9091e-05 1.6306e-05 -4.39187e-05 5.17048e-05 0.000188324
internal_weight=0 0.00763687 0.00650181 0.00539514 0.0040356 0.00300678
internal_count=3910 3700 3275 2940 2649 1560
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=6
num_cat=0
split_feature=52 1 15 15 43
split_gain=8.26088e-06 2.77253e-05 2.09125e-05 2.67819e-05 1.93905e-05
threshold=-0.048794999999999991 0.10871500000000002 -0.19153499999999998 -0.03231499999999999 -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=-0.0032959555489035911 -0.015342765822237328 0.017428972741494742 0.010752529023317803 -0.015891543683010267 0.0014901110408538963
leaf_weight=0.0017353833193684727 0.0010018858120745483 0.0010277819493369634 0.0016405753574609619 0.0010714181494136839 0.0016006389884936018
leaf_count=907 321 283 713 1120 566
internal_value=0 0.00441285 -0.0023281 0.000695393 -0.00547943
internal_weight=0 0.00276317 0.00531452 0.00431263 0.00267206
internal_count=3910 1190 2720 2399 1686
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=7
num_cat=0
split_feature=3 1 0 52 47 1
split_gain=1.2643e-05 2.21362e-05 3.69161e-05 3.64964e-05 6.52481e-05 6.55333e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.074249999999999997 -0.074484999999999982 0.09252500000000001 0.11377000000000002
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=0.00020327356619120955 -0.00043594613423046679 -0.0002172423182451604 2.3321813815248246e-05 0.00060615725925705958 -0.0002463485082146092 -4.8184637062203715e-05
leaf_weight=0.001010568636726706 0.0011646282607976567 0.0014108798619578942 0.0015936608305173862 0.0014176665201758693 0.0010723146276241493 0.0010060526253195627
leaf_count=259 1771 389 462 510 211 308
internal_value=0 -3.00529e-05 -0.000170594 4.89486e-05 0.000156374 0.000334549
internal_weight=0 0.0076652 0.00275829 0.00490691 0.00349603 0.00242372
internal_count=3910 3651 2233 1418 1029 818
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 52
split_gain=3.28845e-05 3.73215e-05 4.6086e-05 2.79107e-05 3.72827e-05 3.27144e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.077735000000000012 0.099595000000000017 -0.069134999999999988
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=-0.00026632403825197106 -0.0003348222964225455 0.0004376225473807336 -0.00027915956846940758 -0.00021478595936147765 0.00039770279354784218 0.00015573113644495816
leaf_weight=0.001288447373961242 0.0010216215706821278 0.0012493585774604118 0.0011137964708967667 0.0014330997569359204 0.0011729899532198513 0.0016505132419481999
leaf_count=394 279 195 530 443 387 1682
internal_value=0 3.8998e-05 9.84248e-05 1.95146e-05 0.000104795 -1.94952e-05
internal_weight=0 0.00790821 0.00661976 0.0053704 0.0039373 0.00276431
internal_count=3910 3631 3237 3042 2599 2212
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=6
num_cat=0
split_feature=4 151 16 2 16
split_gain=8.1613e-06 2.24229e-05 2.69615e-05 2.12926e-05 2.13146e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.15100500000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010404738079961562 0.0064114492928044019 -0.015222292169870328 -0.0095426228357547022 0.016740935875764643 -0.0027004379960000654
leaf_weight=0.0012571805561136249 0.0015843409145489288 0.0016135524325221863 0.0013688984196922219 0.0010448468950340318 0.0012251888058237164
leaf_count=562 441 525 1102 851 429
internal_value=0 -0.00159164 -0.00446297 0.000307861 0.00624799
internal_weight=0 0.00650967 0.00525249 0.00363893 0.00227004
internal_count=3910 3469 2907 2382 1280
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=7
num_cat=0
split_feature=4 1 4 1 43 43
split_gain=3.08848e-05 5.10083e-05 2.8307e-05 3.91563e-05 5.28211e-05 4.40722e-05
threshold=0.24280000000000004 0.11235500000000002 0.055260000000000011 0.095575000000000007 0.0033500000000000005 -0.078454999999999983
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=-5.9073323418425865e-06 -0.00011525504325179954 0.00045196300113751564 -0.00034739244725687316 0.00024619679370161952 0.00024321048866167555 -0.00050499556490713068
leaf_weight=0.0013191634239437201 0.0011282231284794335 0.001325837308785899 0.001140450892500141 0.001635949455943606 0.0011160497436878175 0.0014045158975937034
leaf_count=917 206 343 347 568 468 1061
internal_value=0 0.000191192 -6.63606e-05 -7.82853e-06 -0.000116058 -0.000263271
internal_weight=0 0.00245406 0.00661613 0.00547568 0.00383973 0.00272368
internal_count=3910 549 3361 3014 2446 1978
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=7
num_cat=0
split_feature=11 16 3 1 4 15
split_gain=2.7449e-05 3.42037e-05 5.21502e-05 3.65902e-05 6.2122e-05 6.04467e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.094385000000000011 0.053925000000000008 -0.0039399999999999991
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=-0.00025334900363057202 -0.00030439084550955227 0.00046258479406134379 -0.00050083007727795548 0.00044348906704483755 -0.0001563214903085019 9.7871066165820976e-05
leaf_weight=0.0012829318900950343 0.0010063943675918422 0.0012196502561044971 0.0011029445704874325 0.0014835687967707193 0.0012015039604685266 0.0015730591180871895
leaf_count=394 279 195 1046 499 244 1253
internal_value=0 3.95308e-05 9.66286e-05 1.33732e-05 0.000175089 -0.00014889
internal_weight=0 0.00786366 0.00658073 0.00536108 0.00268507 0.002676
internal_count=3910 3631 3237 3042 743 2299
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=6
num_cat=0
split_feature=0 43 49 4 1
split_gain=8.10082e-06 2.58248e-05 2.19131e-05 2.89952e-05 2.79897e-05
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.015525989730798384 0.0063665981438492938 -0.0074869855367706755 0.01839913735847578 -0.012315317904718648 0.0096634503674119243
leaf_weight=0.0011033734704073922 0.0015961883649315807 0.0018736680520780569 0.0012159655379895013 0.0010922374853219057 0.001234076359739409
leaf_count=381 315 637 1644 590 343
internal_value=0 -0.00158179 0.00125902 0.00588517 -0.000655894
internal_weight=0 0.00651932 0.00541595 0.00354228 0.00232631
internal_count=3910 3595 3214 2577 933
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=8.89596e-06 1.96555e-05 4.07528e-05 5.3196e-05 2.66714e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 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=-0.0062574898320773746 -0.0070306258827377444 -0.014811590533118847 0.031665555180898468 0.0011896274783611768 0.0055199858674312673
leaf_weight=0.0017818320729387467 0.0014114732787852014 0.0013323691046490597 0.0010171522877118269 0.0013109159080653939 0.0012510487520818376
leaf_count=1218 187 566 344 1140 455
internal_value=0 0.00174221 0.00637636 0.0145048 -0.0049658
internal_weight=0 0.00632296 0.00373954 0.00232807 0.00258342
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=7
num_cat=0
split_feature=49 3 3 12 2 15
split_gain=9.17611e-06 2.57189e-05 1.97585e-05 3.5397e-05 2.18581e-05 1.56329e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.075954999999999981 0.091555000000000011 0.10362500000000001 -0.008624999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017235651327563561 0.0023977569357036426 -0.0047982972667955726 0.00086811453461200442 -0.022670176718092138 -0.0062104186837053941 0.018223488398328391
leaf_weight=0.0010056910886293881 0.001197945640985568 0.0011193728465348149 0.0010723035147856136 0.0010632277910531706 0.0016262376191014173 0.0010058413448146572
leaf_count=350 1455 209 394 717 485 300
internal_value=0 0.00562932 -0.00202328 -0.00938945 0.00247307 0.00926828
internal_weight=0 0.00212506 0.00596556 0.00226117 0.00370438 0.00207814
internal_count=3910 559 3351 2172 1179 694
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=7
num_cat=0
split_feature=49 2 150 4 52 47
split_gain=1.36668e-05 2.4306e-05 3.08779e-05 3.49186e-05 4.86782e-05 3.7435e-05
threshold=0.10251500000000001 0.114165 0.087235000000000021 -0.034289999999999994 0.071660000000000015 0.087850000000000025
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=-0.00049014965462799097 0.00021112318219593829 0.00023583492663866912 -0.00036286744996669797 0.00032367482667367079 7.3417721110782014e-05 -0.00013438820100760649
leaf_weight=0.0010975002116213578 0.0010253617399554006 0.0011227994665759028 0.0011834334550884359 0.0016654227524504632 0.0012724266765036208 0.0011663135264719077
leaf_count=823 408 449 257 903 803 267
internal_value=0 -3.02133e-05 -7.6997e-05 -1.19585e-05 -0.000187567 0.000135011
internal_weight=0 0.0075079 0.0063851 0.00520166 0.00236993 0.00283174
internal_count=3910 3502 3053 2796 1626 1170
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=6
num_cat=0
split_feature=4 151 0 47 12
split_gain=9.53246e-06 2.11407e-05 2.35992e-05 4.45861e-05 4.63945e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.11756999999999999 0.092255000000000018 0.091405000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0099537523078698457 0.0070026034756328071 -0.015373915510847203 -0.019582643804900386 0.016991821383556489 0.0063816416956199266
leaf_weight=0.0012579519562360472 0.001562500933751123 0.0014425892017638671 0.001429441187854356 0.0010671202684101756 0.0013271483663067935
leaf_count=564 426 324 1394 253 949
internal_value=0 -0.00169329 -0.0044754 -0.000363661 -0.00708225
internal_weight=0 0.00652425 0.0052663 0.00382371 0.00275659
internal_count=3910 3484 2920 2596 2343
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=7
num_cat=0
split_feature=3 3 2 150 15 3
split_gain=1.67277e-05 1.95276e-05 4.32772e-05 2.64431e-05 4.44525e-05 5.49741e-05
threshold=-0.15464999999999998 -0.075954999999999981 0.086875000000000022 0.08486500000000001 -0.017214999999999998 0.092005000000000017
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=0.00023468634094520502 -0.00045430657524330446 8.7171401522154714e-05 8.5385916338437309e-05 0.00030922395278690603 0.00019974722624904685 -0.00049410014530318585
leaf_weight=0.0010207372357811809 0.0011418883935042389 0.0012441963120195575 0.0011431125357419581 0.0010619867995568062 0.0017880666702841672 0.0012580683264293774
leaf_count=259 1105 558 1042 238 498 210
internal_value=0 -3.25719e-05 -0.000184316 3.22103e-05 -3.6359e-05 -0.000205076
internal_weight=0 0.00763732 0.002285 0.00535232 0.00429033 0.00250226
internal_count=3910 3651 2147 1504 1266 768
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=7
num_cat=0
split_feature=151 4 48 2 2 4
split_gain=8.82242e-06 2.659e-05 2.40923e-05 3.60941e-05 3.29108e-05 2.50447e-05
threshold=-0.084764999999999993 0.28937500000000005 0.091555000000000011 0.10113500000000002 0.086875000000000022 0.05309500000000001
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=-0.0087628519903906223 -0.017149943124488535 0.014553932543509574 0.011465532380541564 -0.018799764679634019 0.013778581136945332 0.0044231884026378638
leaf_weight=0.0010086104709950243 0.001114106625704229 0.0012367503447791453 0.0011383226204628233 0.0013162246589184263 0.0012285907178163427 0.0010409069522367654
leaf_count=406 1200 375 345 543 899 142
internal_value=0 0.0012342 -0.00158744 -0.00474894 0.000716839 -0.00672977
internal_weight=0 0.0070749 0.00583815 0.00469983 0.0033836 0.00215501
internal_count=3910 3504 3129 2784 2241 1342
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=7
num_cat=0
split_feature=3 1 3 0 16 16
split_gain=1.7109e-05 2.38715e-05 5.38164e-05 9.02995e-05 4.49232e-05 4.52617e-05
threshold=-0.15464999999999998 0.095575000000000007 0.086245000000000016 -0.072559999999999986 -0.27337499999999998 -0.055679999999999993
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=0.00023698903270636816 -0.00074328410707748336 -0.00021712079979929559 0.00015254031426255362 4.6986794063795817e-05 0.0005262829522709666 4.8844902393969885e-06
leaf_weight=0.0010055012891307339 0.0010888988528380316 0.0013884459948862475 0.0013846385771420044 0.0011356655583579412 0.0010838421923833452 0.0015634709209187796
leaf_count=259 2077 313 153 425 228 455
internal_value=0 -3.50823e-05 -0.000150944 -0.000339842 6.85333e-05 0.000218351
internal_weight=0 0.00764496 0.0036092 0.00222456 0.00403576 0.00264731
internal_count=3910 3651 2655 2502 996 683
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=7
num_cat=0
split_feature=157 160 12 13 4 1
split_gain=1.5667e-05 6.60264e-05 2.87941e-05 2.82498e-05 3.90565e-05 2.92476e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -0.023959999999999995 -0.083514999999999992 0.0057500000000000008 0.11215000000000001
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=0.0002296272270554747 -0.00047952306890143445 -0.0002462131793588894 0.00031070284999466124 -0.00023486105097522193 0.00038766983867716259 -5.304568243046996e-05
leaf_weight=0.0010015516628284447 0.0010850249208754605 0.0011100883751885889 0.0016949539434965933 0.0015412754134409502 0.0011613115413882987 0.0011544687951022983
leaf_count=590 812 391 537 1200 274 106
internal_value=0 -3.098e-05 4.20722e-05 9.9713e-05 6.99505e-06 0.000167963
internal_weight=0 0.00774712 0.0066621 0.00555201 0.00385706 0.00231578
internal_count=3910 3320 2508 2117 1580 380
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=7
num_cat=0
split_feature=52 151 2 43 3 0
split_gain=8.5979e-06 1.90738e-05 3.53069e-05 2.21817e-05 1.89742e-05 3.68214e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.086875000000000022 -0.071899999999999978 0.11265500000000002 -0.053834999999999994
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=-0.0082746431485526094 -0.0082627960594671788 0.0054432646940364713 0.030071490960528142 -0.014671425240548364 0.00063120905213619454 0.0030928977579303477
leaf_weight=0.0016109557872089264 0.0010934460928418025 0.0010014371086206181 0.0010219347324998112 0.0012114375454932548 0.0011501901831925143 0.0010018524856005252
leaf_count=620 647 423 960 804 155 301
internal_value=0 0.00127229 0.00412733 -0.00556852 0.0108872 0.0167161
internal_weight=0 0.00699781 0.00538685 0.00221287 0.00317398 0.00202379
internal_count=3910 3263 2643 1227 1416 1261
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=7
num_cat=0
split_feature=3 1 15 16 16 0
split_gain=1.4066e-05 2.0194e-05 4.10571e-05 3.92325e-05 4.81619e-05 3.51767e-05
threshold=-0.15464999999999998 0.094695000000000015 -0.0039399999999999991 -0.27337499999999998 -0.055679999999999993 -0.014809999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.0002156563046192238 -0.00041531317998138868 -0.00020530180568261789 0.00026880207897443214 0.00051841613286698408 -1.6017305107092988e-05 -0.0002214941244466009
leaf_weight=0.0010114299165711145 0.0013034027664962874 0.0013749568000959505 0.0011176782764467695 0.0010950017121926269 0.0015891764440026171 0.0011328113673809161
leaf_count=259 1200 314 1296 243 470 128
internal_value=0 -3.04565e-05 -0.000138383 6.40361e-05 0.000202003 2.20055e-05
internal_weight=0 0.00761303 0.00355389 0.00405913 0.00268418 0.00225049
internal_count=3910 3651 2624 1027 713 1424
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 3
split_gain=7.97092e-06 2.20011e-05 2.82016e-05 4.69014e-05 4.11569e-05 1.58084e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.018854999999999997
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=0.012847192390510648 -0.0075647698842559886 -0.015968400919026012 0.018884893908040126 -0.02058389940756912 0.011612570576060811 -0.0052136126751312793
leaf_weight=0.001329737771347015 0.0011921225231703416 0.0010810511882392284 0.0012061808777934307 0.0010427738456473012 0.0011543445583657107 0.0010814860848474572
leaf_count=888 487 644 229 323 1209 130
internal_value=0 0.00129089 -0.00147003 0.00202478 -0.00417796 0.00347363
internal_weight=0 0.00689557 0.00556584 0.00448479 0.0032786 0.00223583
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=6
num_cat=0
split_feature=15 1 47 48 1
split_gain=8.71126e-06 2.23558e-05 3.42513e-05 4.5602e-05 7.47766e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.086425000000000016 0.085790000000000019 0.10723500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0083205599272246095 -0.0087046919581937037 0.036643685842359594 -0.0064721121562964475 -0.0058879830703588744 0.00036313911851813731
leaf_weight=0.0018199825212645944 0.0010090024559838351 0.0011454977549653674 0.0018349828880093759 0.0011358196228981815 0.0011270185267040118
leaf_count=1064 1436 401 379 233 397
internal_value=0 0.00122851 0.00454304 0.0104734 0.0186509
internal_weight=0 0.0070633 0.00524332 0.00340834 0.00227252
internal_count=3910 2474 1410 1031 798
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=6
num_cat=0
split_feature=160 15 52 2 12
split_gain=1.06241e-05 1.71376e-05 3.37354e-05 4.14527e-05 2.98771e-05
threshold=-1.0000000180025095e-35 -0.14487999999999998 0.071660000000000015 0.10457000000000001 0.085185000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0068303945674996194 0.013787018743042768 -0.0077589251766717951 0.012049747546127866 -0.021603810788057148 0.013985367461889556
leaf_weight=0.0017787731974077325 0.0010199959752245089 0.0014986994753755658 0.0015431566278770645 0.0011214781713265306 0.0010925559433174123
leaf_count=1218 330 376 759 442 785
internal_value=0 0.00192493 -0.000377111 -0.0055422 0.00140916
internal_weight=0 0.00627589 0.00525589 0.00371273 0.00259126
internal_count=3910 2692 2362 1603 1161
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.75235e-05 2.86807e-05 5.20704e-05 4.46764e-05 4.93475e-05 3.3611e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00023440990338054218 -0.00030767360411774764 0.00045130140391029766 -0.00034826781923034109 -0.00035908285846781511 0.00035678229802752669 0.00010559484614519485
leaf_weight=0.0012730899371422985 0.0010191364166845405 0.0012273560817228331 0.0010436971144093597 0.0010500585200190534 0.0016595811001285593 0.001572482109696675
leaf_count=394 279 195 916 316 560 1250
internal_value=0 3.48945e-05 8.72125e-05 3.30673e-06 9.23038e-05 -7.54689e-05
internal_weight=0 0.00782626 0.00655317 0.00532582 0.00427576 0.00261618
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=7
num_cat=0
split_feature=2 0 4 0 43 16
split_gain=1.59758e-05 2.46553e-05 3.42485e-05 2.06571e-05 1.66031e-05 2.27298e-05
threshold=0.099015000000000006 -0.06402999999999999 -0.0040999999999999986 0.0059850000000000016 -1.0000000180025095e-35 -0.063614999999999991
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=-0.00048318233600185245 0.00029183319986582102 0.00028561951025746066 -3.6504503452284176e-05 -0.00011075957205765313 0.00016758026741464646 -0.0002017301701185531
leaf_weight=0.0010205598866863197 0.0011201140829082152 0.0010137688263475273 0.0018677417356314716 0.0010081805350404065 0.0014677433501864695 0.0011371240687802749
leaf_count=1765 536 147 666 186 308 302
internal_value=0 -7.80838e-05 -0.000194335 8.79777e-05 9.22042e-05 6.36216e-06
internal_weight=0 0.00491025 0.0028883 0.00202195 0.00372498 0.00260487
internal_count=3910 2764 2431 333 1146 610
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=6
num_cat=0
split_feature=2 52 3 15 0
split_gain=9.07076e-06 2.59777e-05 1.97889e-05 4.61141e-05 1.85767e-05
threshold=0.10946500000000002 0.084890000000000007 -0.084129999999999996 -0.017214999999999998 -0.13506999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.008127735063734676 -0.0022383558709232992 -0.014872517358602214 -0.0035160896426452825 0.022494139090928511 0.015478608222962417
leaf_weight=0.0014485824759380779 0.0014340651827595497 0.0012603042460626211 0.0018301153715311721 0.0010861675993482877 0.0010076712531529334
leaf_count=819 208 1032 770 522 559
internal_value=0 -0.00222572 0.0014259 0.0061714 0.00507319
internal_weight=0 0.00562517 0.00436487 0.00291628 0.00244174
internal_count=3910 3143 2111 1292 767
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=2.61305e-05 4.35384e-05 4.32895e-05 3.15342e-05 4.8544e-05 4.42687e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.0002924866590137199 -0.0002971310110852349 0.00043416742180204192 -0.0003772418792101532 -0.00027834594125166953 0.00036096834718526191 0.00014127315002395458
leaf_weight=0.0012843265455043541 0.0010102121131206091 0.0012283993538821352 0.0010528155279511903 0.0010515796020855528 0.0016789111480111822 0.0015877133228363106
leaf_count=394 279 195 916 316 560 1250
internal_value=0 3.78181e-05 0.000102099 2.61526e-05 0.000100284 -6.5466e-05
internal_weight=0 0.00788375 0.00659942 0.00537102 0.00431944 0.00264053
internal_count=3910 3631 3237 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=6
num_cat=0
split_feature=3 2 2 3 1
split_gain=1.64162e-05 2.50105e-05 3.09233e-05 3.03293e-05 3.65182e-05
threshold=-0.15464999999999998 0.099015000000000006 0.11339500000000001 -0.077894999999999978 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.00023100926728089811 -0.00034849387263131965 0.00031715566614066358 -7.1261683289121255e-05 -0.00020230068963926368 0.00023941650356772915
leaf_weight=0.0010236722970104742 0.0015607618885610857 0.0014038946545421446 0.0017964003831846039 0.0016533335554132507 0.0012741183605859895
leaf_count=259 1769 403 593 532 354
internal_value=0 -3.33098e-05 9.91279e-05 -0.000127744 -1.00516e-05
internal_weight=0 0.00768851 0.0032003 0.00448821 0.00292745
internal_count=3910 3651 996 2655 886
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=7
num_cat=0
split_feature=160 133 42 49 2 1
split_gain=9.16701e-06 2.76117e-05 5.06171e-05 3.03143e-05 3.86587e-05 2.71932e-05
threshold=0.084835000000000008 1.0000000180025095e-35 0.086635000000000004 -0.0057999999999999987 0.10705000000000002 0.091655000000000014
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=-0.017874249422207101 0.0077424596362909619 -0.015731506549656334 0.019336769653683947 -0.001225699290768708 -0.014151853461613129 0.020997167990805362
leaf_weight=0.0011143636130409038 0.0012814575103811746 0.001132711363559402 0.0012283085706751677 0.0012248435131759767 0.0011000331098018267 0.0010003331460684667
leaf_count=255 498 1198 708 730 304 217
internal_value=0 -0.00147793 0.00137061 -0.00360013 0.00118349 0.00876464
internal_weight=0 0.00680059 0.00566788 0.00443957 0.00332521 0.00222518
internal_count=3910 3412 2214 1506 1251 947
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=7
num_cat=0
split_feature=3 1 16 16 15 2
split_gain=1.6079e-05 2.81715e-05 4.43855e-05 4.88404e-05 4.43648e-05 3.82141e-05
threshold=-0.15464999999999998 0.094385000000000011 -0.27337499999999998 -0.055679999999999993 -0.0039399999999999991 0.096540000000000015
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=0.00022662581663943256 -0.00045820064974993004 -0.00021109972232795702 0.0005368631457668535 1.0250216752187216e-06 -0.00024996028385563179 0.00026031075039125042
leaf_weight=0.0010130349599515526 0.0012682592723174827 0.0013842619837578125 0.0011081412067329322 0.0015957575650672789 0.0011514712892058856 0.001106476022176625
leaf_count=259 1194 314 253 476 1194 220
internal_value=0 -3.63225e-05 7.44439e-05 0.000220628 -0.000164741 9.10178e-08
internal_weight=0 0.00761437 0.00408816 0.0027039 0.00352621 0.00225795
internal_count=3910 3651 1043 729 2608 1414
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=7
num_cat=0
split_feature=2 2 52 1 13 3
split_gain=1.06822e-05 2.32183e-05 2.59181e-05 4.69014e-05 1.35131e-05 2.12036e-05
threshold=0.099015000000000006 0.090905000000000014 -0.084699999999999984 0.10688500000000002 -0.089899999999999994 0.090325000000000003
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=-0.012489271229334869 0.012996465287870105 -0.016525470359285904 0.017493785278613699 -0.010155306317610947 0.0097230066147421593 -0.0094749838187800691
leaf_weight=0.0010650804357608913 0.0011572401767907031 0.001015190322251495 0.0014892304890377667 0.0010433304200317475 0.0011077334328807812 0.00119694205127302
leaf_count=441 254 509 1581 233 720 172
internal_value=0 -0.00316977 0.000598965 0.00610328 0.00417963 -0.000247543
internal_weight=0 0.00461283 0.00359764 0.00253256 0.00346192 0.00230468
internal_count=3910 2764 2255 1814 1146 892
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=6
num_cat=0
split_feature=15 150 15 43 43
split_gain=9.52249e-06 2.13116e-05 3.53737e-05 2.59037e-05 5.07716e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0090644260895622972 -0.015056533541829085 0.0084569174904922644 0.013548888307036312 -0.019667347909929016 0.010871314207247379
leaf_weight=0.00101000522520606 0.0019718714893263178 0.0016945664241473767 0.001206306463905162 0.001112029518468555 0.0010665331308357178
leaf_count=317 1093 487 484 1124 405
internal_value=0 -0.00131758 -0.00440968 0.0017927 -0.0047169
internal_weight=0 0.00705131 0.00535674 0.00338487 0.00217856
internal_count=3910 3593 3106 2013 1529
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=7
num_cat=0
split_feature=49 2 150 4 52 47
split_gain=2.65931e-05 3.18859e-05 2.04553e-05 3.48864e-05 5.13624e-05 4.25128e-05
threshold=0.10447000000000002 0.114165 0.087235000000000021 -0.034289999999999994 0.071660000000000015 0.087850000000000025
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=-0.00051700883894769832 0.00030157682435454861 0.00026552954283972735 -0.00032219479849527905 0.00030639484086777562 5.2929965120032186e-05 -0.00017732018881877143
leaf_weight=0.0011306150237133054 0.0010067457738629519 0.0011376619816519653 0.0011938645596574838 0.0017009621616061715 0.0013149769916038527 0.0011853592171805014
leaf_count=824 378 450 257 927 805 269
internal_value=0 -3.73895e-05 -9.01985e-05 -3.82524e-05 -0.000210557 0.000107742
internal_weight=0 0.00766344 0.00652578 0.00533191 0.00244559 0.00288632
internal_count=3910 3532 3082 2825 1629 1196
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.00925e-05 3.52362e-05 3.45478e-05 2.85214e-05 1.83389e-05
threshold=0.10498500000000001 -0.075954999999999981 -0.115685 0.12046500000000002 0.086245000000000016
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -4
right_child=1 3 4 -5 -6
leaf_value=0.011587944636341125 -0.010232366691772106 0.02115063016933566 -0.014798557619668902 -0.0010022935910822277 6.1517846921279812e-05
leaf_weight=0.0011827429545851805 0.0011601586700225571 0.0012779565975743761 0.0018918530656526508 0.0010659340733753602 0.0014803047576588096
leaf_count=292 249 369 2546 241 213
internal_value=0 0.00402107 -0.00311754 0.0110761 -0.0082753
internal_weight=0 0.00350405 0.0045549 0.00234389 0.00337216
internal_count=3910 859 3051 610 2759
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=7
num_cat=0
split_feature=11 16 3 1 4 15
split_gain=1.69572e-05 4.05886e-05 3.39278e-05 3.90394e-05 6.34577e-05 5.39114e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 0.053925000000000008 -0.0039399999999999991
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=-0.00030201367281432423 -0.00024246978518176478 0.00039271917566434123 -0.00047562142282931406 0.00047388645217316411 -0.00014458456940120613 9.1011196746321126e-05
leaf_weight=0.0012330473002905608 0.0010481569931168012 0.0011426037630635948 0.0011143821152896057 0.0013984522915569399 0.0011726936131149972 0.001534488028908852
leaf_count=380 304 184 1063 456 241 1282
internal_value=0 2.35807e-05 8.66794e-05 1.96907e-05 0.000191803 -0.000147372
internal_weight=0 0.00759567 0.00636262 0.00522002 0.00257115 0.00264887
internal_count=3910 3606 3226 3042 697 2345
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=6
num_cat=0
split_feature=15 150 3 3 4
split_gain=9.61798e-06 2.42786e-05 3.88403e-05 2.25095e-05 3.19477e-05
threshold=-0.03231499999999999 0.08486500000000001 -0.074234999999999982 0.10666500000000002 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=0.013139008702251787 -2.5447564037164145e-05 0.015542205944943953 -0.0098698045394248948 0.0087595168864926399 -0.022418764435429176
leaf_weight=0.00116410965412219 0.0016756225187135217 0.001163716763654025 0.0019841098740939734 0.0010420942812095694 0.0010279206755931026
leaf_count=756 1212 278 702 114 848
internal_value=0 0.00320023 -0.00136189 -0.00372676 -0.00853966
internal_weight=0 0.00431194 0.00314822 0.00374564 0.00270354
internal_count=3910 1736 1458 2174 2060
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=7
num_cat=0
split_feature=3 13 39 2 2 3
split_gain=9.11094e-06 2.13587e-05 1.96687e-05 3.89038e-05 5.48212e-05 2.37913e-05
threshold=0.13772500000000001 -0.088444999999999982 0.005105000000000001 0.087005000000000013 0.106035 -0.08348499999999999
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=-0.013672097861070263 0.0081089635893929739 0.018952123146525897 0.013610874055334425 -0.026771435967547524 0.0029438521520413282 -0.0021620583151929847
leaf_weight=0.0011773183139768975 0.0011774949553723371 0.0010570198780241666 0.0010326820985126642 0.0011032837124800058 0.0014198445608648608 0.0010778470838521954
leaf_count=528 239 625 354 1094 470 600
internal_value=0 -0.00141162 0.0011249 -0.00164326 -0.0100497 0.00829204
internal_weight=0 0.006868 0.00569068 0.004658 0.00252313 0.00213487
internal_count=3910 3671 3143 2789 1564 1225
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=7
num_cat=0
split_feature=11 16 3 12 1 3
split_gain=4.2337e-05 3.10652e-05 4.74552e-05 2.91718e-05 3.76355e-05 4.26683e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 1.0000000180025095e-35 0.11287500000000002 0.045635000000000002
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=-0.00023613479061091694 -0.00038020516702904912 0.00044998616928254505 0.00030127177173495967 -0.00017561117925681127 0.00043870579385908742 -0.00022729064147042227
leaf_weight=0.0012606607571143775 0.0010132984727730119 0.001213543106345691 0.001006959651575429 0.0018871130416782834 0.0010432211414244641 0.0014085286486293877
leaf_count=394 279 195 243 2320 245 234
internal_value=0 4.57651e-05 9.99441e-05 2.04818e-05 0.000127472 -6.94554e-06
internal_weight=0 0.00782003 0.00655937 0.00534582 0.00345871 0.00241549
internal_count=3910 3631 3237 3042 722 477
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=7
num_cat=0
split_feature=11 48 2 1 0 16
split_gain=1.67107e-05 2.73157e-05 4.5428e-05 4.78487e-05 3.10553e-05 3.896e-05
threshold=1.0000000180025095e-35 0.096835000000000018 0.11260500000000001 0.10884000000000001 -0.032484999999999993 -0.057604999999999996
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=-0.00011665151540671349 -0.00023331042150134557 0.00030549604614210375 0.00034033547617080454 -0.0004120159487201407 -0.00025784185629892871 0.00036044984198795998
leaf_weight=0.0012570295453215024 0.0010297165875586874 0.0011895997393514659 0.0011120587326481799 0.0013600710184762752 0.0011098344159211175 0.0013809816023131894
leaf_count=1357 304 337 471 273 165 1003
internal_value=0 3.32676e-05 -1.87974e-05 -9.69852e-05 1.73375e-05 0.000133108
internal_weight=0 0.00740958 0.00621998 0.00510792 0.00374785 0.00263801
internal_count=3910 3606 3269 2798 2525 2360
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=6
num_cat=0
split_feature=12 4 1 4 4
split_gain=8.96381e-06 2.82302e-05 2.26502e-05 6.24953e-05 2.25328e-05
threshold=0.051320000000000005 0.17888000000000001 0.094385000000000011 0.08734500000000002 -0.080874999999999989
decision_type=2 2 2 2 2
left_child=2 4 -1 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0056420432112998719 -0.00079818940249875366 0.008541242304876474 0.024691722358087361 -0.0063632454363216065 -0.020097532326494159
leaf_weight=0.0017808796732936339 0.0012757673998418108 0.0012514984064210385 0.0012829382571697256 0.0013093907680031647 0.0011505514001618994
leaf_count=348 852 215 333 370 1792
internal_value=0 -0.00365766 0.00304083 0.00900579 -0.00994987
internal_weight=0 0.00367782 0.00437321 0.00259233 0.00242632
internal_count=3910 2859 1051 703 2644
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=6
num_cat=0
split_feature=42 43 160 4 16
split_gain=8.56878e-06 2.8939e-05 2.55593e-05 3.46518e-05 4.41761e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -1.0000000180025095e-35 0.074650000000000008 -0.055679999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0082387361385971043 -0.0075549149923289129 -0.014230388829921054 0.013334499318398722 0.018617880301898544 -0.012244498298565817
leaf_weight=0.0010948530932504532 0.0014525457152657047 0.0010252693771630106 0.0013558462468559217 0.0017638249379293034 0.0013449228403224595
leaf_count=1060 971 223 589 348 719
internal_value=0 0.00128003 0.00396753 0.00771634 0.000596728
internal_weight=0 0.00694241 0.00591714 0.00446459 0.00270077
internal_count=3910 2850 2627 1656 1308
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=7
num_cat=0
split_feature=11 13 1 43 151 1
split_gain=2.57619e-05 3.69592e-05 2.84421e-05 3.88708e-05 3.95547e-05 8.85675e-05
threshold=0.077330000000000024 -0.090744999999999978 0.11866500000000001 -0.083899999999999988 -0.0088999999999999982 0.095575000000000007
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=0.0002898258917155591 -0.00029766312175679143 0.00032362226822002928 -0.00027261911751833809 -0.00039496838311882686 -0.00029499626291695097 0.00047123728582329824
leaf_weight=0.0017212700435104613 0.0010039702947034707 0.0013272501830576358 0.00147498431772822 0.0010195941631728983 0.0012235687674993037 0.0011026309134488177
leaf_count=534 279 766 293 256 1513 269
internal_value=0 3.5865e-05 -3.52367e-05 3.96899e-05 -7.29438e-05 6.82025e-05
internal_weight=0 0.0078693 0.00614803 0.00467304 0.00334579 0.0023262
internal_count=3910 3631 3097 2804 2038 1782
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=7
num_cat=0
split_feature=52 1 12 2 12 3
split_gain=9.42921e-06 2.13227e-05 1.99104e-05 3.13817e-05 3.2445e-05 1.80415e-05
threshold=-0.048794999999999991 0.10871500000000002 0.10058500000000002 0.083585000000000007 0.051320000000000005 0.10420500000000001
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=-0.0020643612895420156 -0.014487914159292401 0.016144728750901848 -0.014568419415152634 0.0078420314522018759 0.019699539441467493 -0.010713110860174516
leaf_weight=0.0017217765066455074 0.001035118734176871 0.0010264665823144111 0.0010839881592732579 0.0010218964257396102 0.0010740240040323749 0.0010755351361804249
leaf_count=907 701 283 379 251 1207 182
internal_value=0 0.00473672 -0.00248358 0.000630557 0.00556501 -0.0016728
internal_weight=0 0.00274824 0.00529056 0.00420657 0.00317146 0.00209743
internal_count=3910 1190 2720 2341 1640 433
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=6
num_cat=0
split_feature=16 1 4 13 16
split_gain=1.91753e-05 1.84541e-05 5.04041e-05 3.55552e-05 3.82187e-05
threshold=-0.52908499999999992 0.10498500000000001 0.24280000000000004 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00026296626649219924 -0.00025704944836338594 -5.8345805908321744e-05 0.00047479922402572926 -0.0001045680041701167 0.0003608454943774591
leaf_weight=0.0010176029919821269 0.0019224914079595612 0.0017664224365119136 0.0011102905204271457 0.0016268603980153699 0.0011635056456833993
leaf_count=179 1677 430 319 870 435
internal_value=0 2.36712e-05 0.000147426 -5.18681e-05 8.94966e-05
internal_weight=0 0.00758957 0.00287671 0.00471286 0.00279037
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 2
split_gain=8.26534e-06 2.33155e-05 2.32869e-05 4.23242e-05 3.91325e-05 1.11669e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 0.096970000000000015
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=0.013183938798201251 -0.0077392914901685374 -0.01481397245458807 0.017759738045198602 -0.020235441914988359 0.0098264998782421949 -0.0044048116532321878
leaf_weight=0.0013323081298317035 0.0011835115993352957 0.0010682872222697671 0.0011910845725625198 0.0010434721733129813 0.001192681758894185 0.001025408181531187
leaf_count=888 487 644 229 323 1111 228
internal_value=0 0.00131046 -0.00155484 0.00162631 -0.00426543 0.00324746
internal_weight=0 0.00685324 0.00552093 0.00445265 0.00326156 0.00221809
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 1
split_gain=3.42725e-05 3.95847e-05 3.64497e-05 4.00159e-05 4.6527e-05 3.34369e-05
threshold=0.077330000000000024 -0.10939499999999998 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 0.095575000000000007
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=0.00033676492290702866 -0.00033737414825694154 -0.00034284477333150059 0.00036465571798319311 -7.7432470202817803e-05 -0.0003329894770311939 0.00035663496151419627
leaf_weight=0.0014344149491763141 0.0010356647027162736 0.0011321306744980653 0.0011724339313711482 0.0016542022943384525 0.0014272157012463847 0.0011612703521474577
leaf_count=288 279 322 503 1942 214 362
internal_value=0 4.17536e-05 -2.28794e-05 4.40152e-05 -4.45913e-05 0.000101603
internal_weight=0 0.00798167 0.00654725 0.00541512 0.00424269 0.00281547
internal_count=3910 3631 3343 3021 2518 2304
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=6
num_cat=0
split_feature=15 42 2 13 4
split_gain=1.02626e-05 2.19681e-05 2.97859e-05 3.85619e-05 3.88953e-05
threshold=0.079360000000000014 1.0000000180025095e-35 0.086245000000000002 -0.00059999999999999995 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.016330190347877794 -0.0094987960430277102 -0.0075924188480307481 0.01533022966488511 -0.022104473902663405 0.0035853077233023931
leaf_weight=0.001557101876247607 0.0010003964689892821 0.0019838886809285033 0.0010881499534448479 0.0010260705380103232 0.0013846930056703301
leaf_count=339 1436 1184 366 355 230
internal_value=0 0.00132539 0.00482458 -0.000295695 -0.00734879
internal_weight=0 0.0070399 0.00505602 0.00349891 0.00241076
internal_count=3910 2474 1290 951 585
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=7
num_cat=0
split_feature=11 16 3 12 1 4
split_gain=3.58353e-05 3.02589e-05 4.37248e-05 2.73609e-05 3.93894e-05 2.91501e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 1.0000000180025095e-35 0.11287500000000002 -0.0010999999999999996
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=-0.0002365522767930855 -0.00035156102833114637 0.00043019085735250935 0.00018904636725466917 -0.00017267556341403641 0.00044620636277971381 -0.00024340755257474232
leaf_weight=0.0012636357097729903 0.0010096317401140781 0.0012166675302061345 0.0012736176711039939 0.0018711343774738612 0.0010147976860993848 0.0011318081878086083
leaf_count=394 279 195 298 2320 245 179
internal_value=0 4.11077e-05 9.50198e-05 1.79523e-05 0.000122241 -1.44331e-05
internal_weight=0 0.00777166 0.00650803 0.00529136 0.00342022 0.00240543
internal_count=3910 3631 3237 3042 722 477
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=7
num_cat=0
split_feature=49 160 43 49 3 13
split_gain=8.68031e-06 2.43025e-05 3.61419e-05 3.49121e-05 4.52198e-05 3.1145e-05
threshold=0.093425000000000022 -0.063534999999999994 -0.074254999999999988 -0.029304999999999998 0.0048550000000000008 -0.0101
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=0.010822440097310071 0.0085562281556334583 0.018693752420837702 0.0026772710669465032 -0.031216170090633467 -0.0028995468870140983 -0.0057371369260410462
leaf_weight=0.0013415515472734981 0.0010285652031823377 0.0010297986120271214 0.0013211360060046361 0.0011887876035369552 0.0010729709693643871 0.0010578040977734511
leaf_count=863 541 493 235 1226 188 364
internal_value=0 -0.00128102 -0.00414451 -0.0102385 -0.0177829 0.00631444
internal_weight=0 0.00701205 0.0056705 0.00358289 0.00226176 0.0020876
internal_count=3910 3369 2506 1649 1414 857
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=6
num_cat=0
split_feature=160 52 49 4 2
split_gain=9.67223e-06 1.5681e-05 3.16662e-05 5.07097e-05 6.94487e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 -0.081419999999999979 0.15045000000000003 0.090815000000000021
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0065437593659165225 0.015097716449234517 0.011591895078689227 0.00067218750316482521 0.0091831423642391701 -0.033918456644772742
leaf_weight=0.0017718748559475183 0.0010056658365568882 0.0013018836818520837 0.0013694779250845292 0.0015671856208340114 0.0010073871645639111
leaf_count=1218 206 416 1114 385 571
internal_value=0 0.00182638 -0.000742169 -0.00478107 -0.0139884
internal_weight=0 0.0062516 0.00494972 0.00394405 0.00237687
internal_count=3910 2692 2276 2070 1685
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=6
num_cat=0
split_feature=0 4 43 16 2
split_gain=9.31426e-06 2.29317e-05 4.01129e-05 3.6617e-05 2.55261e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.057604999999999996 0.099990000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013691859132814725 0.0074102918767884642 -0.013830495253125494 -0.012142299852826022 0.017999243716880688 0.0083797383318202062
leaf_weight=0.0012655659408344934 0.0013928803849081644 0.0013227799392462325 0.0011682136651721977 0.0015975813099249224 0.0012596205857941562
leaf_count=1385 255 846 420 657 347
internal_value=0 -0.00158713 0.00127726 0.00624178 -0.00149496
internal_weight=0 0.00661376 0.0053482 0.00402542 0.00242783
internal_count=3910 3655 2270 1424 767
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=6
num_cat=0
split_feature=160 2 12 3 3
split_gain=8.60828e-06 1.50801e-05 2.61439e-05 3.6507e-05 1.84353e-05
threshold=-1.0000000180025095e-35 0.086875000000000022 0.092365000000000017 0.088060000000000013 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0061833916681950955 0.0032176562736528714 0.022226473429463184 -0.0080481482479036574 -0.0003081865816730743 -0.014823936521327505
leaf_weight=0.0017654158665199532 0.0012898877692754456 0.001370595475033605 0.0010462651405113354 0.0015119782771197731 0.0010097224432001259
leaf_count=1218 860 669 602 265 296
internal_value=0 0.00172746 0.00549196 0.0104065 -0.00470412
internal_weight=0 0.00622845 0.00392884 0.00288257 0.00229961
internal_count=3910 2692 1536 934 1156
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=7
num_cat=0
split_feature=52 52 49 16 0 15
split_gain=9.38502e-06 1.81819e-05 1.62812e-05 3.63749e-05 3.15475e-05 1.72611e-05
threshold=-0.048794999999999991 -0.087604999999999988 0.079765000000000016 -0.15168999999999996 -0.055084999999999988 -0.03231499999999999
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=-0.0015448035619181717 0.013206755502429621 0.015366565372934689 0.0088530683008441833 -0.026948751208855384 -0.0027547799250856671 -0.0050053549189378781
leaf_weight=0.0017073670432194454 0.0010548261944323875 0.0010128989659805919 0.0010213386096679542 0.0010309762236614733 0.00112931281988487 0.0010271914987341824
leaf_count=874 324 316 469 1627 152 148
internal_value=0 0.00475219 -0.00248177 -0.00521065 -0.0143011 0.00422157
internal_weight=0 0.00272027 0.00526365 0.00424231 0.00216029 0.00208202
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.83507e-05 3.8455e-05 2.82114e-05 3.33312e-05 6.68012e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0002885394100046989 -0.00025182067373265911 0.00037764632906857115 0.00032582539645936893 -0.00030504571402407965 0.00020741348913638218
leaf_weight=0.0012124938681315782 0.0010046589314212781 0.0011027266963393057 0.0011447235310467841 0.0020007426999801509 0.0019130958240399318
leaf_count=380 304 184 512 1055 1475
internal_value=0 3.06562e-05 9.34714e-05 3.15236e-05 -5.45541e-05
internal_weight=0 0.00737378 0.00616129 0.00505856 0.00391384
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=2.32331e-05 2.54084e-05 8.03693e-05 4.13794e-05 4.25666e-05 8.41295e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00028167448126400796 -0.00027097789898869083 0.00046640885797480592 -0.00018726971258284803 -0.00039518936013328631 0.00060463242079888838 -0.00011490683855648086
leaf_weight=0.0010183219220252114 0.0011485113223016832 0.0016344610590582715 0.0012969506811835218 0.0010660495003815482 0.0010660023408982735 0.0015092429748584158
leaf_count=179 1060 554 195 443 851 628
internal_value=0 3.34212e-05 0.0001772 -5.45733e-05 4.29394e-05 0.000182941
internal_weight=0 0.00772122 0.00293141 0.00478981 0.00372376 0.00257525
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 3
split_gain=1.34089e-05 3.92218e-05 3.14385e-05 2.97192e-05 6.16516e-05 1.24725e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.0048550000000000008
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=-0.00029475234948637507 -0.00021656453525782044 0.00038188255872784567 0.00029897361440640657 -0.00013798479856706004 0.00019232209474742692 -0.00044312491700320978
leaf_weight=0.0012371101188816801 0.0010057247569609214 0.0011395556850792811 0.0011565047806132434 0.0010060574080014632 0.0019477333213365937 0.0010551391173975445
leaf_count=390 285 193 512 853 1475 202
internal_value=0 2.44644e-05 8.70983e-05 2.20654e-05 -5.78177e-05 -0.000294188
internal_weight=0 0.0075421 0.00630499 0.00516543 0.00400893 0.0020612
internal_count=3910 3625 3235 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=6
num_cat=0
split_feature=52 151 2 43 3
split_gain=8.04282e-06 2.06051e-05 3.29412e-05 2.98744e-05 2.34957e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.089910000000000004 -0.074254999999999988 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0088057448012328083 -0.0080254615881470617 0.0078336943968990488 0.018243186761904128 -0.014781624970671869 -1.7642676898919767e-06
leaf_weight=0.0015785389552945761 0.0010860054608663105 0.0010605074869875599 0.0018270330634337548 0.0013002783383100861 0.0011501869076383678
leaf_count=620 647 538 942 1008 155
internal_value=0 0.00123127 0.00419938 -0.00462242 0.0111946
internal_weight=0 0.00691654 0.00533801 0.00236079 0.00297722
internal_count=3910 3263 2643 1546 1097
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=6
num_cat=0
split_feature=3 13 160 2 15
split_gain=8.44967e-06 2.35679e-05 2.27546e-05 4.25835e-05 1.53054e-05
threshold=-0.075954999999999981 -0.028919999999999998 1.0000000180025095e-35 0.10571000000000001 -0.008624999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.013720197404682498 0.0075016460405330013 0.0039440968172908628 -0.0097639142807126669 -0.0052911669319394379 0.024731631578746728
leaf_weight=0.0013971371642027834 0.0010484385996748886 0.0016442006503741302 0.001154923695048062 0.001732590365455399 0.0010143395012603975
leaf_count=1413 378 993 319 518 289
internal_value=0 -0.00417057 0.00252658 0.00626655 0.0159742
internal_weight=0 0.00304134 0.00495029 0.00379537 0.00206278
internal_count=3910 2406 1504 1185 667
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=7
num_cat=0
split_feature=42 43 51 0 16 15
split_gain=8.665e-06 2.49397e-05 2.65736e-05 2.33147e-05 3.3185e-05 2.13987e-05
threshold=-1.0000000180025095e-35 0.083940000000000015 -0.0093849999999999992 -0.10462499999999998 -0.053084999999999993 -0.095799999999999982
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=-0.0083119102519475085 -0.0089941237645561403 -0.01317418263172841 -0.0075250974645498757 0.028177104330491622 0.0032128212516050708 0.011249144378843147
leaf_weight=0.0010882279375026534 0.0012733309481907703 0.0010163090941242917 0.0013852237816338918 0.0010067621185787907 0.0011302987253559626 0.0010807749981327913
leaf_count=1060 716 223 208 754 710 239
internal_value=0 0.00128997 0.00379152 0.00732837 0.0149734 0.000703103
internal_weight=0 0.0068927 0.00587639 0.00460306 0.00213706 0.002466
internal_count=3910 2850 2627 1911 1464 447
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=6
num_cat=0
split_feature=16 1 4 13 16
split_gain=1.83186e-05 2.23904e-05 5.05303e-05 3.49e-05 4.20387e-05
threshold=-0.52908499999999992 0.10498500000000001 0.24280000000000004 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025352770834152939 -0.00025871968592465158 -4.1619092906305237e-05 0.00049015225933305719 -0.00011919768118260642 0.00036875603492318943
leaf_weight=0.0010017254218454303 0.0019154991173096266 0.0017748890056532105 0.001120858498867546 0.0016219960126926925 0.0011673669524592946
leaf_count=179 1677 430 319 870 435
internal_value=0 2.85609e-05 0.000164214 -5.49308e-05 8.50142e-05
internal_weight=0 0.00760061 0.00289575 0.00470486 0.00278936
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 2
split_gain=1.36922e-05 3.97415e-05 3.01305e-05 2.94955e-05 6.20637e-05 3.72789e-06
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.086650000000000019
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=-0.00029707344239695947 -0.00021541917616591156 0.00038520934420052715 0.00030639278352563419 -0.00037779957895465175 0.00020050251430011985 -0.00020869724405368591
leaf_weight=0.001202435511114805 0.001000943876810466 0.0011095523930677118 0.0011369903934656091 0.0010036463153643201 0.0019108558015797587 0.0010012139766348536
leaf_count=380 304 184 512 344 1475 711
internal_value=0 2.89988e-05 9.2625e-05 2.83748e-05 -5.23522e-05 -0.000293351
internal_weight=0 0.00736469 0.00616226 0.00505271 0.00391572 0.00200486
internal_count=3910 3606 3226 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=6
num_cat=0
split_feature=52 1 12 2 2
split_gain=8.81907e-06 1.80885e-05 1.67445e-05 2.05524e-05 2.97485e-05
threshold=-0.048794999999999991 0.10871500000000002 0.10058500000000002 0.083585000000000007 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0017182833990127288 -0.011846730288378033 0.015115369614093356 -0.013548530313890188 0.016744247303397741 -0.0032048931828479333
leaf_weight=0.0017003681694933051 0.0010267431473343215 0.0010219981913735048 0.0010741225780456836 0.0012116173409666936 0.0019514689606291375
leaf_count=907 701 283 379 1193 447
internal_value=0 0.00460121 -0.0024094 0.000446276 0.00443661
internal_weight=0 0.00272237 0.00526395 0.00418983 0.00316309
internal_count=3910 1190 2720 2341 1640
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=7
num_cat=0
split_feature=3 13 2 48 2 1
split_gain=9.14549e-06 1.58565e-05 2.04634e-05 8.1308e-05 2.94668e-05 1.2863e-05
threshold=0.13772500000000001 -0.088444999999999982 0.11230000000000001 0.083775000000000002 0.084235000000000018 0.11257500000000001
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=-0.012054509500856458 0.0081509813944790344 0.01060867381983014 -0.011349643104765141 0.025284960725129087 -0.016867673298087773 -0.0052692452478310592
leaf_weight=0.0011627940299005594 0.0011696986137668128 0.0010333355003876304 0.0011174530981638399 0.0012647451687169118 0.0012215162509974366 0.0010078508695865081
leaf_count=528 239 714 443 423 1387 176
internal_value=0 -0.00142089 0.000769528 0.00376075 -0.00458284 0.00276883
internal_weight=0 0.00680769 0.0056449 0.00452745 0.0032627 0.00204119
internal_count=3910 3671 3143 2700 2277 890
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=7
num_cat=0
split_feature=3 39 3 0 52 13
split_gain=7.41332e-06 1.57876e-05 2.54907e-05 4.07419e-05 2.21091e-05 9.9237e-06
threshold=0.13772500000000001 0.005105000000000001 -0.10628499999999998 -0.10131499999999999 -0.010284999999999997 0.068400000000000002
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=0.012354730640053097 0.0073407786560205357 0.0091134140702721148 -0.011931871296892105 -0.023621072010460712 0.0077354064261195348 -0.001501951989667138
leaf_weight=0.0010144682570212735 0.00116896043475531 0.001202560155789738 0.0010229746277570602 0.0012033579151170268 0.0012953796365607305 0.0010536286231533915
leaf_count=219 239 424 132 2375 255 266
internal_value=0 -0.00128084 -0.003517 -0.00869189 -0.000942787 0.0052952
internal_weight=0 0.00679237 0.00558981 0.00352171 0.00231835 0.0020681
internal_count=3910 3671 3247 2762 387 485
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=5
num_cat=0
split_feature=52 160 3 1
split_gain=7.69784e-06 1.8557e-05 2.48907e-05 3.37697e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.094890000000000016
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0053884213571372694 -0.012893945939646554 -0.01254244619164672 -0.0046171747328073191 0.014469777044435961
leaf_weight=0.0019802885696072288 0.0012048715237642071 0.0010566465771062509 0.001867736907463652 0.0018402456931610575
leaf_count=971 1029 148 1304 458
internal_value=0 -0.00180655 0.000997212 0.00485555
internal_weight=0 0.0059695 0.00476463 0.00370798
internal_count=3910 2939 1910 1762
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=7
num_cat=0
split_feature=484 52 3 1 3 0
split_gain=7.76095e-06 1.83377e-05 3.29562e-05 4.81327e-05 5.43842e-05 2.16335e-05
threshold=0.073820000000000011 0.11110500000000002 -0.13309499999999996 0.095575000000000007 0.090325000000000003 -0.084074999999999997
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=-0.018393366521431628 0.0081689265529004598 0.010739146482873966 -0.020036670480466603 0.024734132175395385 -0.004995633127803524 -0.00024320250051018075
leaf_weight=0.0011748754784575658 0.0010116846464298659 0.0010839361497752475 0.0011305888453695856 0.001238314743822713 0.0012229963399689341 0.0010793272617010655
leaf_count=300 503 523 933 432 265 954
internal_value=0 -0.00120722 -0.00342222 0.000343222 0.00996176 -0.0103695
internal_weight=0 0.00693004 0.0058461 0.00467123 0.00246131 0.00220992
internal_count=3910 3407 2884 2584 697 1887
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=6
num_cat=0
split_feature=3 0 12 150 3
split_gain=8.06772e-06 2.40434e-05 4.57396e-05 2.4935e-05 1.47655e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.090385000000000007 0.077110000000000012 0.086245000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0068863863799091696 -0.017256475251477121 -0.011288247470951654 0.020811140201128304 0.0095883985160484589 -0.0019087992800581627
leaf_weight=0.0013967871753497018 0.0010811494542629046 0.0018092406505374505 0.0010379285035389363 0.0011074432572267118 0.0014917718388355585
leaf_count=373 1452 451 1049 364 221
internal_value=0 -0.0014873 0.0022709 -0.00295778 -0.00835794
internal_weight=0 0.00652753 0.00471829 0.00368036 0.00257292
internal_count=3910 3537 3086 2037 1673
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=6
num_cat=0
split_feature=4 12 49 0 15
split_gain=2.52633e-05 3.10864e-05 3.80561e-05 6.12619e-05 1.75089e-05
threshold=0.27020000000000005 -0.051479999999999991 -0.00064499999999999985 -0.053834999999999994 -0.064869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00036874255910983181 0.00020377072503424768 -0.00024439810167484926 0.00012104869507907826 -0.00017756144381617344 0.00045995294981716022
leaf_weight=0.0010425512698591152 0.0018049365529101231 0.001738215311022989 0.0010678626060042402 0.0017402399418152206 0.0012990943721916746
leaf_count=281 472 585 659 376 1537
internal_value=0 -5.6833e-05 -1.20272e-06 0.000101721 0.000307055
internal_weight=0 0.00688796 0.00584541 0.0041072 0.00236696
internal_count=3910 3438 3157 2572 2196
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=7
num_cat=0
split_feature=42 49 1 4 15 12
split_gain=9.09243e-06 2.79482e-05 3.47034e-05 2.02954e-05 3.12227e-05 5.098e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.099370000000000014 0.25367000000000006 -0.035939999999999993 0.051320000000000005
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=0.0050879722381244634 -0.0084893164472265026 -0.013070562139920998 -0.020613947971250542 0.016897313048299903 0.022669427537432028 -0.0057471619801342877
leaf_weight=0.0010125511723576774 0.001091085780922047 0.0010087660907338578 0.0010917977521973531 0.0011909881972197289 0.0012011828647570523 0.0013307651270174818
leaf_count=451 832 700 259 288 206 1174
internal_value=0 0.00134097 -0.00824694 0.00560504 0.00180666 0.00773397
internal_weight=0 0.00683605 0.00210435 0.0047317 0.00354071 0.00253195
internal_count=3910 3078 710 2368 2080 1380
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=6
num_cat=0
split_feature=42 160 52 150 1
split_gain=8.57504e-06 2.1992e-05 1.97247e-05 2.39512e-05 3.12411e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.087235000000000021 0.10373000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0082915633634864927 -0.0092030711167968276 -0.0059066773636824339 0.013847051048128259 -0.011700685108769903 0.01604128064985888
leaf_weight=0.0010797506915332577 0.0015435218013884052 0.001224940535568958 0.0015503367366209928 0.0011337763147685688 0.0013782586783318037
leaf_count=1060 1040 764 451 215 380
internal_value=0 0.00129855 0.00436429 0.000430227 0.00571363
internal_weight=0 0.00683083 0.00528731 0.00373698 0.0026032
internal_count=3910 2850 1810 1359 1144
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=6
num_cat=0
split_feature=42 0 15 3 2
split_gain=8.72439e-06 2.17804e-05 3.80504e-05 3.06303e-05 3.49855e-05
threshold=0.092145000000000019 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00027368961976905138 -0.0083162665491531215 0.012560845061708494 -0.01852930480111032 -0.0096385210674067925 0.021980097804758902
leaf_weight=0.001830310440403075 0.0010898323633731673 0.0013756290804453159 0.0010594173768374605 0.0013948622371466012 0.0011505128451800286
leaf_count=833 832 272 1090 245 638
internal_value=0 0.00132025 -0.00152476 0.00259229 0.00831564
internal_weight=0 0.00681073 0.0054351 0.00437569 0.00298082
internal_count=3910 3078 2806 1716 1471
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 47
split_gain=1.09733e-05 3.53755e-05 3.54091e-05 2.65354e-05 5.71914e-05 5.35236e-06
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.092255000000000018
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=-0.00028627223929636225 -0.00019490099152472048 0.00040015275713964186 0.00027626405080996509 -0.00039523791770953163 0.00017941901436362731 -0.00019312445619232369
leaf_weight=0.0011947901836253496 0.0010150993616278485 0.0011062054789391764 0.0011402227444191997 0.0010058320599886546 0.0019117518741908397 0.0010091712946898698
leaf_count=380 304 184 512 809 1475 246
internal_value=0 2.2555e-05 8.2327e-05 1.29404e-05 -6.35217e-05 -0.000294014
internal_weight=0 0.00736797 0.00617318 0.00506698 0.00392676 0.002015
internal_count=3910 3606 3226 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=8.63165e-06 2.3686e-05 2.98012e-05 4.41835e-05 2.70249e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0086381929812913913 0.013983649275193603 -0.015311855351367651 -0.0062752813500634832 -0.020270590588893554 0.011595282807836827
leaf_weight=0.0010067059523429659 0.0013868645532940892 0.00102353820262986 0.001656996374712624 0.001093250921143226 0.0017294699176080566
leaf_count=280 410 792 1761 368 299
internal_value=0 -0.00127488 0.00117414 -0.00279153 0.00285122
internal_weight=0 0.00689012 0.00586658 0.00447972 0.00338647
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 47
split_gain=1.31738e-05 3.57669e-05 2.60739e-05 2.62016e-05 5.52752e-05 8.92699e-06
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.092255000000000018
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=-0.00028012097594218814 -0.00021012077428933659 0.00036117973420208053 0.00028996525808178955 -0.00040271921403313649 0.00019013428505694252 -0.00014241185971268543
leaf_weight=0.0012125486472796517 0.0010159619815186902 0.001104735913304471 0.001147163495967188 0.0010163912064469222 0.0019390113323905756 0.0010096881075289947
leaf_count=380 304 184 512 809 1475 246
internal_value=0 2.79353e-05 8.80179e-05 2.89888e-05 -4.65158e-05 -0.000272996
internal_weight=0 0.00742954 0.00621699 0.00511225 0.00396509 0.00202608
internal_count=3910 3606 3226 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=6
num_cat=0
split_feature=52 13 1 2 48
split_gain=7.84064e-06 2.31353e-05 2.53655e-05 1.97561e-05 3.25138e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 0.084235000000000018 0.083775000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011123119574490085 -0.0079392390817762497 0.014389126490235042 -0.012405580004273959 -0.012251670003813726 0.011299070584063476
leaf_weight=0.001758271518973599 0.0010771892159533699 0.0010179978574378422 0.0016423865440084568 0.0013785961422899569 0.001019910925067263
leaf_count=520 647 675 349 1390 329
internal_value=0 0.00124168 -0.00219272 0.00271682 -0.00223725
internal_weight=0 0.00681716 0.00505889 0.0034165 0.00239851
internal_count=3910 3263 2743 2394 1719
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=6
num_cat=0
split_feature=1 12 4 43 2
split_gain=8.9119e-06 2.20157e-05 2.47879e-05 2.79881e-05 2.14823e-05
threshold=0.12730000000000002 0.098845000000000016 -0.0010999999999999996 -0.080569999999999989 0.092745000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0051548244118097969 0.0076887691573824177 -0.014476668758135422 -0.016936916358031791 0.015224343060792645 0.0014166871011731552
leaf_weight=0.0010825250442869573 0.0012627815381094625 0.0010887512978697434 0.0010570862632885794 0.0017853400091421296 0.0016075510269031095
leaf_count=775 345 520 411 1399 460
internal_value=0 -0.00147819 0.0010798 0.00753188 -0.00586436
internal_weight=0 0.00662125 0.0055325 0.00286787 0.00266464
internal_count=3910 3565 3045 2174 871
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=6
num_cat=0
split_feature=4 151 0 47 3
split_gain=7.69099e-06 2.07285e-05 2.43965e-05 1.68064e-05 1.90333e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14733499999999997 0.084695000000000006 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010132521032256987 0.006367413773331318 -0.018318451602072496 -0.012539638920352571 0.0081447076500246636 0.0042910068229588894
leaf_weight=0.0012271428405469728 0.0015251797201756871 0.00100358521022489 0.0015900607965945953 0.0013644521709144713 0.0011636215075349295
leaf_count=564 426 212 2080 361 267
internal_value=0 -0.00154086 -0.00433775 -0.000930668 -0.00542753
internal_weight=0 0.00634886 0.00512172 0.00411813 0.00275368
internal_count=3910 3484 2920 2708 2347
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=7
num_cat=0
split_feature=43 4 1 16 151 2
split_gain=7.55536e-06 2.98069e-05 2.8659e-05 2.65708e-05 3.69205e-05 3.28607e-05
threshold=-0.18906999999999999 -0.23071499999999998 0.079355000000000023 -0.008069999999999999 -0.0088999999999999982 0.092175000000000021
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=0.0075971321738915534 -0.015626842673153667 -0.012636588813153458 -0.013881110984939686 0.017825871044624561 -0.0037519528458980766 0.021419614540627782
leaf_weight=0.0011201049394477663 0.0011910220878843464 0.0011014093303058766 0.0011391181326753847 0.0012381892456037741 0.001063458969336658 0.0010123173648988902
leaf_count=261 293 1820 264 453 583 236
internal_value=0 -0.00127151 0.00180663 0.00537896 0.000585144 0.00852375
internal_weight=0 0.00674552 0.00555449 0.00445308 0.00321489 0.00207578
internal_count=3910 3649 3356 1536 1083 819
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=7
num_cat=0
split_feature=51 43 1 47 16 0
split_gain=1.47871e-05 2.62064e-05 2.95831e-05 3.53458e-05 3.91526e-05 2.4105e-05
threshold=-0.0093849999999999992 -0.057994999999999998 0.076710000000000014 0.077735000000000012 -0.09601999999999998 -0.070894999999999986
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=-0.00015842620610085985 2.0231548544234622e-05 -0.00029884804222964474 0.00045949523497454533 -0.00023786470234841547 -6.9960215903074052e-05 0.00042354134341999301
leaf_weight=0.0018339784264787343 0.0012046688934406607 0.00128104577223639 0.0010891369616719141 0.0010690168810427881 0.0010592186579791918 0.0010810438440565706
leaf_count=933 981 907 252 170 416 251
internal_value=0 4.00154e-05 -4.68541e-05 5.34811e-05 0.000198454 0.00021098
internal_weight=0 0.00678413 0.00449842 0.00321737 0.00214836 0.00228571
internal_count=3910 2977 1745 838 668 1232
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.49753e-05 3.40646e-05 4.86143e-05 3.11071e-05 5.81509e-05 5.33407e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00026744739838053893 -0.000223052638228818 0.00045431728827983228 -0.00045134373740893919 -0.00029852771037481652 0.00036823282014655095 0.00012765980962928071
leaf_weight=0.0012357283230742507 0.0010147085309111766 0.0011444845666969978 0.0010173033608325524 0.0010227852982028635 0.0016608785125446271 0.001534375420503371
leaf_count=390 285 193 916 316 560 1250
internal_value=0 3.05233e-05 8.82381e-05 8.2105e-06 8.26848e-05 -0.000103177
internal_weight=0 0.00761556 0.00637983 0.00523534 0.00421256 0.00255168
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=6
num_cat=0
split_feature=52 13 1 15 3
split_gain=7.18608e-06 2.0488e-05 2.5943e-05 1.84201e-05 1.70735e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.076594999999999983 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010501669906804605 -0.0076144466269984822 -0.0062147648699044915 -0.012352518430958699 -0.00029526339841047809 0.017872488740247518
leaf_weight=0.0017541257242839588 0.0010729676600199911 0.0013357536684126545 0.0016455428612535518 0.0010276968674437317 0.0010414860674057024
leaf_count=520 647 653 349 1369 372
internal_value=0 0.00119092 -0.00204287 0.00293959 0.00884915
internal_weight=0 0.00680461 0.00505048 0.00340494 0.00206918
internal_count=3910 3263 2743 2394 1741
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.14425e-05 2.65249e-05 3.11016e-05 3.61898e-05 5.95581e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0002392633868176675 -0.00019317305734771058 0.00038193616165591802 0.00032357276025899741 -0.00031018257449319064 0.00017500460055095839
leaf_weight=0.001182797506235944 0.0010093731635920766 0.0010889848714362533 0.0011409973982518477 0.0019941742014241786 0.0018989788537502454
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.955e-05 8.14763e-05 1.6481e-05 -7.35209e-05
internal_weight=0 0.00730593 0.00612314 0.00503415 0.00389315
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=7.52703e-06 1.93342e-05 2.8765e-05 3.69876e-05 2.20662e-05
threshold=-1.0000000180025095e-35 0.091955000000000023 -0.100615 1.0000000180025095e-35 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0080584616748247927 0.013620934193919784 -0.013891437335385576 -0.0059617254308972868 -0.018904088954193439 0.010214885901111782
leaf_weight=0.0010093227756154078 0.0013841644212010716 0.0010203966845134249 0.0016526918453470606 0.0010889618160210284 0.0017216864599846303
leaf_count=280 410 792 1761 368 299
internal_value=0 -0.00119004 0.00102637 -0.00287943 0.00229196
internal_weight=0 0.0068679 0.0058475 0.00446334 0.00337438
internal_count=3910 3630 2838 2428 2060
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=6
num_cat=0
split_feature=1 13 0 52 0
split_gain=8.16291e-06 2.00614e-05 2.79171e-05 1.63426e-05 6.3916e-05
threshold=0.12730000000000002 -0.13934999999999997 -1.0000000180025095e-35 -0.07125999999999999 -0.14674999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012541489215521819 0.0073592336976398684 -0.01111782178060009 0.014718026847956587 0.019834387633827097 -0.011540567026146049
leaf_weight=0.0013009562755017211 0.001263491678851163 0.0014565472385636006 0.0012019953285600056 0.0011470332555890146 0.0014963052479695022
leaf_count=219 345 740 303 219 2084
internal_value=0 -0.00141395 0.00131649 -0.00261255 0.00207408
internal_weight=0 0.00660284 0.00530188 0.00409989 0.00264334
internal_count=3910 3565 3346 3043 2303
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=6
num_cat=0
split_feature=11 16 16 4 4
split_gain=1.48277e-05 3.68677e-05 2.79356e-05 2.9698e-05 4.84496e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.15100500000000003 0.0057500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00028540892892800593 -0.00022276112818935093 0.00031898746249905632 -0.00010440664966728709 0.00036476803007110274 -0.00024449325585354802
leaf_weight=0.001185909487638033 0.0010060915824031741 0.0011602517912597267 0.0019125876461468447 0.0018806881702414383 0.0011867163214433194
leaf_count=380 304 993 535 455 1243
internal_value=0 3.10969e-05 9.22259e-05 0.000181182 3.40702e-05
internal_weight=0 0.00732615 0.00614024 0.00422766 0.00234697
internal_count=3910 3606 3226 2691 2236
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=7
num_cat=0
split_feature=11 16 2 1 16 0
split_gain=1.30126e-05 2.94993e-05 3.23573e-05 2.03217e-05 3.12838e-05 2.81859e-05
threshold=0.07677500000000001 -0.41862999999999995 0.114165 0.11183500000000002 -0.08755499999999998 -0.014809999999999999
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=-0.00025658523943376029 -0.00021415216988797617 -0.00019069962173176981 0.00039760701883108032 -0.00020652344049190395 0.00034330530702460807 -5.8754725171751844e-05
leaf_weight=0.0012080895757068996 0.0010018376883897222 0.0011458252075244278 0.0010198530230782028 0.0012137034072656674 0.0017897030595906121 0.0010718362991230896
leaf_count=390 285 626 418 188 1852 151
internal_value=0 2.38683e-05 7.81572e-05 1.57578e-05 8.30797e-05 0.000192707
internal_weight=0 0.00744901 0.00624092 0.00522107 0.00400736 0.00286154
internal_count=3910 3625 3235 2817 2629 2003
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.2501e-05 3.32507e-05 2.95394e-05 3.40051e-05 5.50259e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00027355843752121606 -0.00020584926245475942 0.00037679916441160741 0.00031888760649924824 -0.00029413164426168821 0.0001721690103726959
leaf_weight=0.001188327611313475 0.0010123399567455362 0.0010943207789618431 0.0011419871100730628 0.0019878551934743266 0.0019057122771914238
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.66242e-05 8.48171e-05 2.13639e-05 -6.59001e-05
internal_weight=0 0.0073182 0.00612988 0.00503555 0.00389357
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=6
num_cat=0
split_feature=43 52 16 2 0
split_gain=8.31375e-06 1.94004e-05 2.57945e-05 1.8058e-05 1.55133e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.008734999999999998 0.096540000000000015 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.001683047971943167 -0.013473586951391959 -0.0098971165636510053 0.014757321412515789 0.014888285201045315 0.0052928128551794611
leaf_weight=0.0018188794483115409 0.0012123845380405413 0.0016970469553491416 0.0010094172305445564 0.0010299527429474937 0.0011134968871416621
leaf_count=1313 427 377 227 523 1043
internal_value=0 -0.00245238 0.00104555 0.00430807 -0.00387909
internal_weight=0 0.00503235 0.00381996 0.00284883 0.00281054
internal_count=3910 2074 1647 1836 1420
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=6
num_cat=0
split_feature=16 160 0 16 4
split_gain=8.1136e-06 4.238e-05 3.37156e-05 3.12316e-05 1.97946e-05
threshold=-0.055679999999999993 -0.026849999999999995 -0.10209999999999998 0.22945500000000005 0.25367000000000006
decision_type=2 2 2 2 2
left_child=2 -2 4 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.01225871988750947 0.012053882232682724 -0.020389723632525489 0.015563182497607412 0.0013765042672992077 0.0052949410062365617
leaf_weight=0.0013113827450791228 0.0012339172912966723 0.0014330628339713691 0.0014144537573506002 0.0012207815876146568 0.0012593075941550436
leaf_count=284 715 654 1513 477 267
internal_value=0 -0.00325788 0.00316312 -0.0103772 -0.00365968
internal_weight=0 0.00388776 0.00398514 0.00265384 0.00257069
internal_count=3910 1846 2064 1131 551
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=8.98075e-06 2.24801e-05 1.88185e-05 3.35085e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0053976944413449985 -0.0089670400448968717 0.013019790234546783 -0.010547093036067883 0.011151602780734685
leaf_weight=0.0012090427929794959 0.0015132527596330254 0.001466689067805736 0.001843270317962011 0.0018278040897408959
leaf_count=807 339 383 817 1564
internal_value=0 0.00469776 -0.00243573 0.00203934
internal_weight=0 0.00267573 0.00518433 0.00334106
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.24832e-05 3.65879e-05 2.45161e-05 3.36316e-05 5.8288e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00029019713890675373 -0.00020790752198760674 0.00035416590224588974 0.00032594685755546574 -0.00029427419550907147 0.00018634878549467088
leaf_weight=0.0011856633452971823 0.0010076501104772763 0.0010804566015143874 0.0011317801219797325 0.0019749618732083471 0.0019067520826364279
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.49499e-05 8.62662e-05 2.85312e-05 -5.81855e-05
internal_weight=0 0.00727961 0.00609395 0.00501349 0.00388171
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=7
num_cat=0
split_feature=49 2 2 3 13 2
split_gain=1.34231e-05 2.91521e-05 4.52307e-05 3.93444e-05 2.57164e-05 1.79335e-05
threshold=0.10251500000000001 0.114165 0.10457000000000001 -0.078669999999999976 -0.0030249999999999995 0.08400500000000001
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=-0.00037859340429124652 0.00020751384695894914 0.00025853236416534871 -0.00042733405216324033 0.00036309047117111807 -4.5430975936999599e-06 -2.5158524952858891e-05
leaf_weight=0.0011171502050059327 0.0010266647478044686 0.0011348590312679806 0.0011910213368129122 0.0012009827267802232 0.0018715270171769112 0.0010909952360626113
leaf_count=616 408 449 297 658 326 1156
internal_value=0 -3.13411e-05 -8.21726e-05 -4.32346e-06 0.000139158 -0.000203969
internal_weight=0 0.00760654 0.00647168 0.00528066 0.00307251 0.00220815
internal_count=3910 3502 3053 2756 984 1772
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.85962e-05 3.75821e-05 3.83827e-05 3.19631e-05 5.97307e-05 5.53018e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.094695000000000015 -0.0039399999999999991 0.053925000000000008
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=-0.00027894014957266787 -0.00024857152632204444 0.00042332728555548771 -0.00047845901887878925 0.0004447989528881088 0.00012220542665010789 -0.00013480335978169355
leaf_weight=0.0012362436010498251 0.0010195343901687097 0.0011244057924922786 0.0010929662646317038 0.001384249005488052 0.0015239959984374742 0.0011660416337688109
leaf_count=390 285 193 1052 483 1263 244
internal_value=0 3.36058e-05 9.50177e-05 2.35768e-05 -0.00012866 0.000179794
internal_weight=0 0.0075279 0.00629166 0.00516725 0.00261696 0.00255029
internal_count=3910 3625 3235 3042 2315 727
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=8.05642e-06 1.46495e-05 3.55482e-05 5.33682e-05 2.7418e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 0.085945000000000008 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=-0.0060216297889577053 -0.0069561354378586049 -0.014249720753980864 0.029192894833910233 -0.0015693496959442146 0.0066166504892914875
leaf_weight=0.0017386828804264185 0.001368631349190541 0.0013029769700252042 0.001103422532704384 0.0011535222092052316 0.0012186898475550182
leaf_count=1218 187 566 485 999 455
internal_value=0 0.00168824 0.00575948 0.0134703 -0.00416527
internal_weight=0 0.00614724 0.00362558 0.00225694 0.00252167
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=7
num_cat=0
split_feature=16 1 3 13 16 16
split_gain=2.67737e-05 2.9645e-05 4.80847e-05 4.17255e-05 3.87901e-05 3.94117e-07
threshold=-0.52908499999999992 0.10752500000000002 0.11265500000000002 -0.032264999999999995 -0.008069999999999999 0.0015250000000000001
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00030225250618552029 -0.00024656713218174157 0.00042958162686457279 -9.1083151808333152e-05 -9.6544653301072463e-05 0.00035890349249272942 -0.0003015637747271555
leaf_weight=0.0010246064360663306 0.0010038427447480189 0.0015327930079099376 0.0012285187741845329 0.0017335844926827542 0.0012284012213731404 0.0010000492725025503
leaf_count=179 1270 458 215 889 472 427
internal_value=0 3.50682e-05 0.000197936 -5.54955e-05 9.23398e-05 -0.000274013
internal_weight=0 0.00772719 0.00276131 0.00496588 0.00296199 0.00200389
internal_count=3910 3731 673 3058 1361 1697
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=7
num_cat=0
split_feature=52 4 12 2 12 3
split_gain=9.52415e-06 1.87369e-05 1.61657e-05 1.99321e-05 3.27718e-05 1.35238e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.10058500000000002 0.083585000000000007 0.051320000000000005 0.10420500000000001
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=-0.0043704591642684401 -0.011827118658370236 0.012402878339324758 -0.013504805155842523 0.0053126422697951405 0.018699762847583731 -0.010860548309662849
leaf_weight=0.0012155450421971233 0.0010186978512871717 0.0014730246033504773 0.0010639279757510538 0.0010048992615997315 0.0010473086854583067 0.0010649193162753012
leaf_count=807 701 383 379 251 1207 182
internal_value=0 0.00481939 -0.00251145 0.000316557 0.00428519 -0.00300845
internal_weight=0 0.00268857 0.00519975 0.00413583 0.00311713 0.00206982
internal_count=3910 1190 2720 2341 1640 433
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=7
num_cat=0
split_feature=11 16 3 47 1 15
split_gain=1.9311e-05 2.81072e-05 4.49979e-05 3.2528e-05 4.96002e-05 3.64036e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991
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=-0.00023525342128001951 -0.00025184325109539791 0.00043861789511967877 -0.00037243151245190497 -0.00030664724625664605 0.00035285784377957511 0.00010452692327415405
leaf_weight=0.0012483002251164445 0.0010341013563706968 0.0011445251999438587 0.0010186295524026797 0.0010102468635690134 0.0016296348343459058 0.0015535753395444192
leaf_count=390 285 193 916 316 560 1250
internal_value=0 3.37418e-05 8.65666e-05 9.25939e-06 8.52127e-05 -8.43554e-05
internal_weight=0 0.00760491 0.00635661 0.00521209 0.00420184 0.0025722
internal_count=3910 3625 3235 3042 2726 2166
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.20973e-05 3.38893e-05 2.67157e-05 2.89304e-05 6.34178e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00027685095045294132 -0.00020496352958889607 0.00036000541675367247 0.00029655360207461972 -0.00030423283631541957 0.00019591947667936213
leaf_weight=0.0012043308421292387 0.0010099852210673195 0.0010982356157746374 0.0011450910575070512 0.0019792257153876179 0.0019204188236071249
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.39045e-05 8.28677e-05 2.2535e-05 -5.79278e-05
internal_weight=0 0.0073473 0.00614297 0.00504474 0.00389964
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=7
num_cat=0
split_feature=1 16 0 15 0 12
split_gain=8.63565e-06 2.15808e-05 1.92929e-05 3.42532e-05 5.86469e-05 2.91405e-05
threshold=0.076710000000000014 0.0054700000000000009 -0.087614999999999985 -0.11739999999999999 -0.15517999999999996 0.051320000000000005
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=-0.015975345792476919 -0.0073214698444176345 0.0035257926733892986 0.0066209887093836685 -0.0010631977281512206 0.030532989165784948 -0.017192631832406918
leaf_weight=0.0010250493782549888 0.0011829135258936644 0.0012712575238263866 0.0010010619300018201 0.0012725628619210073 0.0010911815495364681 0.0010558441814461292
leaf_count=1555 271 453 417 181 304 729
internal_value=0 -0.00517933 0.00210199 0.00657052 0.0135226 -0.00560294
internal_weight=0 0.00229631 0.00560356 0.00354666 0.00236374 0.00205691
internal_count=3910 2008 1902 756 485 1146
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=6
num_cat=0
split_feature=52 52 16 1 3
split_gain=8.11241e-06 1.66564e-05 1.427e-05 2.39758e-05 1.59387e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.055679999999999993 0.11561500000000001 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0035704480713069919 -0.012575089459987965 0.01217367885685623 -0.0093781669198621104 0.01406601139130563 0.004090760057393914
leaf_weight=0.0013195390474029123 0.001136313465685667 0.0013692192409762922 0.0018462233489425941 0.0010529641303269077 0.0011593144212486894
leaf_count=777 1431 413 817 295 177
internal_value=0 0.00444707 -0.00231961 0.00157208 -0.00415867
internal_weight=0 0.00268876 0.00519482 0.00334859 0.00229563
internal_count=3910 1190 2720 1903 1608
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=6
num_cat=0
split_feature=43 52 0 1 43
split_gain=7.74607e-06 1.90612e-05 3.22852e-05 1.75523e-05 1.7203e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.15137999999999999 0.095575000000000007 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.0024821082353603725 -0.01327507105338536 0.01315059785058518 -0.014604291691088648 0.0024692427052283947 0.013260819389674959
leaf_weight=0.0016455089492430845 0.0012154287437985498 0.0014053876506931067 0.0011839517939453835 0.0012252608349239901 0.0012005346295658481
leaf_count=655 427 230 1096 321 1181
internal_value=0 -0.00236947 0.00110533 -0.00592115 0.00415866
internal_weight=0 0.00503003 0.0038146 0.00240921 0.00284604
internal_count=3910 2074 1647 1417 1836
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=5
num_cat=0
split_feature=52 160 13 3
split_gain=8.27218e-06 1.99596e-05 2.28238e-05 3.50103e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0056171526217544928 -0.01343138204811504 0.010699509774945007 -0.016054016859656527 0.0053738679982350242
leaf_weight=0.0019614358336595911 0.0011932425895060748 0.0016118324003079718 0.001352155710343304 0.0017484908542680006
leaf_count=971 1029 542 1086 282
internal_value=0 -0.00187826 0.0010471 -0.00397058
internal_weight=0 0.00590572 0.00471248 0.00310065
internal_count=3910 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=7
num_cat=0
split_feature=43 4 0 3 2 1
split_gain=9.0378e-06 2.69317e-05 2.59157e-05 2.03436e-05 5.16532e-05 2.44527e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.06402999999999999 0.086245000000000016 0.11230000000000001 0.091655000000000014
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=0.0083017782885570057 -0.015070764770943698 -0.020554901357898309 0.014239288120225702 0.018274528305575001 -0.011921425076087448 0.0014136605033389525
leaf_weight=0.0011217641582323482 0.0011860806330270682 0.0010007120176292585 0.0012446571268583248 0.0012274088475023924 0.0010520773529382533 0.0010262818140906493
leaf_count=261 293 2055 405 166 182 548
internal_value=0 -0.00139268 0.00152984 -0.00214344 0.00433784 -0.00943206
internal_weight=0 0.00673722 0.00555114 0.00430648 0.00227949 0.00202699
internal_count=3910 3649 3356 2951 348 2603
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=6
num_cat=0
split_feature=16 1 16 13 16
split_gain=1.13667e-05 2.68869e-05 5.19856e-05 3.58692e-05 3.64757e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00019702162321062698 -0.00027185381984354832 0.00048187716434869217 -5.1998789427406792e-05 -0.00011176957001668691 0.00034289492625710129
leaf_weight=0.0010068911136903906 0.001929888978108878 0.0012173776326817346 0.0016539240869357088 0.0016463993449269579 0.001153821296420911
leaf_count=179 1677 325 424 870 435
internal_value=0 2.46795e-05 0.000174355 -6.61772e-05 7.55734e-05
internal_weight=0 0.00760141 0.0028713 0.00473011 0.00280022
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=7
num_cat=0
split_feature=43 1 42 1 16 13
split_gain=1.2747e-05 2.4022e-05 3.53404e-05 3.23348e-05 3.52198e-05 1.99936e-05
threshold=-0.083684999999999996 0.12200500000000002 0.083815000000000014 0.09112000000000002 -0.084184999999999996 0.15641500000000003
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=0.00030449218331620804 0.00041005315792163574 0.00020036188346660622 -0.00043213516748867126 -0.00020974989660866827 -8.6926512482341124e-05 -7.0191376250623396e-05
leaf_weight=0.0011647913139936706 0.0010020905994419895 0.0012385422290766002 0.0010123769414593156 0.0019168706657097852 0.0012104904734721548 0.0010332637196673721
leaf_count=768 379 312 1295 434 496 226
internal_value=0 -4.47785e-05 -0.000103827 -2.33389e-05 0.000138158 0.000128361
internal_weight=0 0.00638037 0.00514183 0.00412945 0.00221258 0.00219806
internal_count=3910 2916 2604 1309 875 994
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=6
num_cat=0
split_feature=1 12 4 43 16
split_gain=9.70383e-06 2.06255e-05 2.71696e-05 2.56124e-05 1.77341e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.080569999999999989 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-8.9146313216070257e-05 0.00014991875937871605 -0.00027502025333403822 -0.00026162774617207964 0.00028374555693978689 5.0389418110511479e-05
leaf_weight=0.0011375792814106718 0.0013148347586145618 0.0011396441973426444 0.0015906342813969709 0.0018761438502511081 0.0012512685484140696
leaf_count=776 331 522 483 1402 396
internal_value=0 -3.36788e-05 1.3292e-05 0.000142991 -0.000124249
internal_weight=0 0.00699527 0.00585563 0.00301372 0.0028419
internal_count=3910 3579 3057 2178 879
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=6
num_cat=0
split_feature=43 4 4 1 3
split_gain=7.44081e-06 2.21148e-05 2.45462e-05 2.22746e-05 3.52996e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.0010999999999999996 0.11797500000000001 0.092005000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.007513485711787682 -0.013650337883781739 0.011031453389847873 -0.017856869552127039 0.0083666843273880621 0.0057921286386518195
leaf_weight=0.0011257308393694404 0.0011885365473561973 0.0017874290776685215 0.0015608823347492079 0.0011566466540409476 0.0010596528265306576
leaf_count=261 293 2074 796 349 137
internal_value=0 -0.00126808 0.00137663 -0.0031922 -0.00829404
internal_weight=0 0.00675315 0.00556461 0.00377718 0.00262054
internal_count=3910 3649 3356 1282 933
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=6
num_cat=0
split_feature=0 16 49 15 1
split_gain=8.32832e-06 1.92543e-05 2.41611e-05 7.36048e-05 2.96011e-05
threshold=0.076335000000000014 0.081265000000000018 -0.073619999999999977 -0.095799999999999982 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012061907490699662 0.0071486613328450889 -0.012388646260355476 -0.019985629690110002 0.018937805867574192 0.0032216864860452562
leaf_weight=0.0010853239053233016 0.0013461515167959319 0.0012984337864173365 0.0010460376077210901 0.0019342055999337394 0.0011581165218402939
leaf_count=288 225 579 409 2112 297
internal_value=0 -0.00149061 0.00121828 0.00470113 -0.00779194
internal_weight=0 0.00652212 0.00522368 0.00413836 0.00220415
internal_count=3910 3685 3106 2818 706
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=7
num_cat=0
split_feature=15 16 52 16 3 15
split_gain=1.33953e-05 2.24336e-05 3.1041e-05 5.12511e-05 6.25004e-05 3.96813e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.10433000000000002 0.24895000000000003 0.090325000000000003 -0.0063699999999999989
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=0.00020716644406485146 -0.00025638389257344913 -0.00035481613524637469 0.00033383228631103927 -0.00043438639310807543 0.00047130645121211466 0.00010822606108750961
leaf_weight=0.0010582351522230096 0.0013575466313341875 0.0012343381754776504 0.001022875352666419 0.0010146655802016642 0.0010436256917924986 0.0016800057205782334
leaf_count=317 337 855 563 473 156 1209
internal_value=0 -2.87794e-05 2.27565e-05 -4.12321e-05 5.9557e-05 -8.78903e-05
internal_weight=0 0.00735306 0.00599551 0.00497264 0.00395797 0.00291434
internal_count=3910 3593 3256 2693 2220 2064
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=6
num_cat=0
split_feature=52 52 0 15 12
split_gain=6.79819e-06 1.81012e-05 1.57644e-05 2.49238e-05 2.46317e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.14674999999999996 -0.03231499999999999 0.088325000000000015
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0050811431665603174 -0.013573501026365975 0.010033443094995225 0.0072791298130352152 -0.020855806688547172 0.0011970842936706936
leaf_weight=0.0019666697908100285 0.0010555822400659803 0.0013546911718319695 0.0014606936789572939 0.0010155245122017815 0.0010104117204855262
leaf_count=971 527 267 738 588 819
internal_value=0 -0.00170822 0.000878843 -0.00267807 -0.00985719
internal_weight=0 0.0058969 0.00484132 0.00348663 0.00202594
internal_count=3910 2939 2412 2145 1407
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=7
num_cat=0
split_feature=15 16 52 16 3 15
split_gain=1.913e-05 2.30927e-05 3.12173e-05 5.70131e-05 5.70416e-05 3.48025e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.10433000000000002 0.24895000000000003 0.090325000000000003 -0.0063699999999999989
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=0.00024346165879247223 -0.00026291966113075991 -0.00032491709228742855 0.00032740685213642292 -0.00045665057312178019 0.00045148840415851611 0.00010307968964777443
leaf_weight=0.0010806911275436232 0.0013977336549324927 0.0012746938348995327 0.0010316709066958245 0.0010377584981109576 0.001051021465569995 0.0017108014786362319
leaf_count=317 337 855 563 473 156 1209
internal_value=0 -3.55699e-05 1.64735e-05 -4.67436e-05 5.86404e-05 -7.96588e-05
internal_weight=0 0.00750368 0.00610595 0.00507428 0.00403652 0.0029855
internal_count=3910 3593 3256 2693 2220 2064
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=7
num_cat=0
split_feature=42 51 43 4 1 0
split_gain=2.64325e-05 4.55425e-05 4.55629e-05 3.14501e-05 5.31016e-05 2.93002e-05
threshold=-1.0000000180025095e-35 -0.032189999999999989 -0.083684999999999996 0.40812500000000007 0.099595000000000017 -0.10131499999999999
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=-0.00026853736654328119 -0.00028589519705972931 0.00045686148262416673 0.00016548680584296298 -0.00026505948838277416 0.00043963253899481289 -0.00024192374254033158
leaf_weight=0.0011976936596402978 0.0013227234753820909 0.0012068582044140377 0.0013267233970486588 0.0010732732572705118 0.001294637562856069 0.0013894489448737029
leaf_count=1060 634 489 206 233 298 990
internal_value=0 4.48279e-05 0.000114365 3.30636e-05 0.00011284 -4.29227e-05
internal_weight=0 0.00761366 0.00629094 0.00508408 0.00401081 0.00271617
internal_count=3910 2850 2216 1727 1494 1196
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=7
num_cat=0
split_feature=0 52 457 49 15 0
split_gain=8.15115e-06 1.82386e-05 3.31885e-05 5.23551e-05 3.74278e-05 7.99491e-06
threshold=0.076335000000000014 -0.092854999999999979 0.041935000000000007 -0.006494999999999999 -0.11739999999999999 -0.098179999999999976
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=-0.013162384614637396 0.0070678744377141141 -0.022418174285151138 0.01723301016071498 -0.010226010886613991 0.017913924229163485 0.0055325847012934175
leaf_weight=0.0011077774741893804 0.0013493725751307093 0.0010422960772226248 0.0010138776250248954 0.0012819320017944734 0.0010034318036139093 0.0010859409363985686
leaf_count=677 225 349 290 434 241 1694
internal_value=0 -0.00146908 0.00091759 -0.00283033 0.00322558 0.0114788
internal_weight=0 0.00653526 0.00542748 0.0044136 0.0033713 0.00208937
internal_count=3910 3685 3008 2718 2369 1935
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=7.60461e-06 1.57222e-05 1.54639e-05 3.29362e-05 1.67417e-05
threshold=-0.057994999999999998 -0.091114999999999988 -0.074484999999999982 -0.0090499999999999973 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0021853882814669686 -0.012196365647642904 0.012913177540728422 -0.011116335766855107 0.016005479222604705 0.0047359515153844118
leaf_weight=0.0016470999772722613 0.0012093598575181664 0.0011864720369187407 0.0016922531120005027 0.001035697386964326 0.0010987990206053971
leaf_count=655 438 1119 382 249 1067
internal_value=0 0.00413668 -0.00233926 0.000775864 -0.00487551
internal_weight=0 0.00283357 0.00503611 0.00382675 0.00279105
internal_count=3910 1774 2136 1698 1449
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
num_cat=0
split_feature=52 13 1 16 2
split_gain=7.50218e-06 2.14056e-05 2.33465e-05 1.72205e-05 2.53719e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11097000000000001 -0.08755499999999998 0.087005000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010713221955354436 -0.0078061130650861343 -0.0070108946872541253 -0.011870320754355764 0.018752720326952299 -0.002754584195119791
leaf_weight=0.0017591696969688278 0.0010660269081795579 0.0011956026395371624 0.0016462895377749275 0.0010875999208569212 0.0011065889962983677
leaf_count=520 647 547 362 813 1021
internal_value=0 0.00121694 -0.00210024 0.00264471 0.007906
internal_weight=0 0.00679525 0.00503608 0.00338979 0.00219419
internal_count=3910 3263 2743 2381 1834
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 47
split_gain=1.24997e-05 2.46077e-05 3.81446e-05 2.75623e-05 5.95918e-05 1.8371e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 0.09252500000000001
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=0.00019616024529315869 -0.00010577599821304076 0.00018866261815186108 0.00026672018729622662 -0.00040420851133960708 0.00022535204041990617 -0.00046057503580176613
leaf_weight=0.0010595688554699105 0.0010800460241547887 0.0015427134258741461 0.0012779469469201624 0.0011659856754778117 0.0011464113740013702 0.0011677005828109686
leaf_count=317 803 427 488 1127 406 342
internal_value=0 -3.15826e-05 -8.97824e-05 3.56231e-05 -9.20928e-05 -0.000290094
internal_weight=0 0.0073808 0.00583809 0.00359034 0.0023124 0.00224775
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=7
num_cat=0
split_feature=15 16 0 2 4 0
split_gain=2.35389e-05 3.4869e-05 3.48037e-05 3.91889e-05 3.9053e-05 2.85003e-05
threshold=-0.24219999999999997 -0.30307999999999996 -0.10575999999999998 0.08400500000000001 0.0057500000000000008 -0.014809999999999999
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=0.00025632746221586702 -0.00032229427199958203 -3.7956315934192633e-05 -0.0003509374646487618 0.00029214673413291821 0.0004943288829294182 -0.00011826775487344237
leaf_weight=0.0011362607553128722 0.0014293857916154789 0.0010883006251296927 0.0014241827433078584 0.0011095306001114901 0.0010328995737192708 0.0015724790858513103
leaf_count=317 337 274 906 1709 107 260
internal_value=0 -4.61063e-05 1.72877e-05 -8.80687e-05 0.000221235 5.15181e-05
internal_weight=0 0.00765678 0.00622739 0.00410619 0.0021212 0.00268201
internal_count=3910 3593 3256 2875 381 1969
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=7
num_cat=0
split_feature=1 4 4 2 3 3
split_gain=1.12099e-05 4.21665e-05 1.91471e-05 3.82191e-05 5.11586e-05 2.99062e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.049279999999999997 0.089785000000000018 0.11265500000000002 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4
right_child=2 -3 3 4 -6 -7
leaf_value=0.00010427154301924199 -0.00018523979461690173 -0.00041899679458002318 0.00014823737550053335 0.00055241186117150059 -2.1213501087930567e-05 -0.0002885902466537575
leaf_weight=0.0014352442750889039 0.0011147887391351925 0.0010078373503756804 0.0011829995128570621 0.0012382071445395874 0.0011556499292346069 0.0012280829255189871
leaf_count=422 716 1586 303 351 198 334
internal_value=0 -0.000111591 4.62747e-05 9.99881e-05 0.000275491 -7.42604e-05
internal_weight=0 0.00244308 0.00591973 0.00480494 0.00239386 0.00241108
internal_count=3910 2008 1902 1186 549 637
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=7
num_cat=0
split_feature=51 15 16 0 2 1
split_gain=1.30051e-05 2.4616e-05 4.27779e-05 3.84971e-05 3.89528e-05 2.35692e-05
threshold=0.08955500000000001 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.096540000000000015 0.094485000000000013
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=0.00028010586525926544 -0.00018953913823320149 -0.00038691684937291332 0.00032150559825293578 -0.00044779083320890036 0.0001859948262109416 -2.3291583633122894e-05
leaf_weight=0.0012401607574780895 0.0012274860098848836 0.001029908503382207 0.0014444679598858362 0.001008250365332531 0.0014443525980963896 0.0010032200218278331
leaf_count=419 487 295 243 1639 537 290
internal_value=0 2.88803e-05 -2.36576e-05 5.26897e-05 -5.96702e-05 -0.000236072
internal_weight=0 0.00717036 0.0059302 0.00490029 0.00345582 0.00201147
internal_count=3910 3423 3004 2709 2466 1929
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=6
num_cat=0
split_feature=16 1 47 13 16
split_gain=2.03767e-05 2.51842e-05 5.21382e-05 2.86437e-05 5.02209e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00026519896116860897 -0.00024065316359321765 0.00040883338723660871 -0.00011958322495536877 -0.00015207615464273681 0.00037778020605493107
leaf_weight=0.0010254211779807199 0.0019581915464784755 0.0016091019165324588 0.0012961924727055451 0.001657741848002351 0.0011753707444889976
leaf_count=179 1677 554 195 870 435
internal_value=0 2.90434e-05 0.000173081 -5.82965e-05 6.77449e-05
internal_weight=0 0.0076966 0.00290529 0.0047913 0.00283311
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9510
num_leaves=7
num_cat=0
split_feature=11 2 3 12 0 1
split_gain=2.51641e-05 3.1212e-05 4.06933e-05 3.1714e-05 3.0423e-05 8.71282e-06
threshold=0.07677500000000001 0.091985000000000011 0.088060000000000013 0.085325000000000012 -0.14136999999999997 0.092010000000000022
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00016073310434239815 -0.00029151915804245311 0.000385076345242672 -0.00019692406713771475 -0.00034560989172638471 0.00024678555967284124 -8.6780077804026696e-05
leaf_weight=0.0011378703613493129 0.0010318732030678733 0.0016805382185767462 0.0014206651254771979 0.0012913909547182393 0.0010211311274627671 0.0010526143454330935
leaf_count=608 285 1037 156 1394 199 231
internal_value=0 3.47969e-05 0.000150248 -0.00010189 -1.13698e-05 4.17933e-05
internal_weight=0 0.00760421 0.00412233 0.00348188 0.0024418 0.00219048
internal_count=3910 3625 1392 2233 355 839
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 4
split_gain=9.77223e-06 1.90518e-05 3.40036e-05 2.38356e-05 6.18953e-05 2.0468e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 0.053925000000000008
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=0.0092062010186829864 -0.0037351478154734477 0.0088288596932934883 0.013487296971754116 -0.020815479690223654 0.013080630797960924 -0.023420975520566576
leaf_weight=0.0010019338143626398 0.0010141217142347332 0.001450617748289796 0.001201034105432759 0.0010919362565868043 0.0010633000190503343 0.0011021961871156894
leaf_count=317 762 427 488 1127 406 383
internal_value=0 -0.0013602 -0.00406101 0.00219832 -0.00409261 -0.0139877
internal_weight=0 0.00692321 0.00547259 0.00335627 0.00215524 0.00211632
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=6
num_cat=0
split_feature=11 2 3 3 15
split_gain=1.71179e-05 3.5852e-05 6.05457e-05 4.05202e-05 2.84583e-05
threshold=0.07677500000000001 0.086875000000000022 -0.013944999999999997 -1.0000000180025095e-35 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00033044853716618003 -0.00024020272367961988 0.0004351701597920133 0.00015497788305073767 0.00016341053972550193 -0.00021496733794350488
leaf_weight=0.0017410494854391133 0.0010258672079750675 0.001656801667476122 0.001628449290214813 0.0010088674621582039 0.0015704179078436444
leaf_count=1377 285 1467 329 179 273
internal_value=0 2.9624e-05 0.000130935 -0.000149265 -2.66391e-05
internal_weight=0 0.00760559 0.00485567 0.00274992 0.00319887
internal_count=3910 3625 2069 1556 602
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=7
num_cat=0
split_feature=1 150 13 0 15 15
split_gain=1.75181e-05 2.10391e-05 2.35808e-05 3.51813e-05 1.50997e-05 4.12522e-05
threshold=0.12864500000000004 0.08486500000000001 -0.13934999999999997 -1.0000000180025095e-35 -0.0089749999999999986 -0.106555
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=-0.00033519319941973644 0.00019945710719262814 0.00016556058012718835 2.650878905506863e-05 0.00027118632636786115 4.6399107781016785e-05 -0.00051670190889918795
leaf_weight=0.0012505419022566305 0.0013584368876240187 0.0014733980244489376 0.0011436614076029993 0.0011146123784930482 0.0011890835199723855 0.0010140814451045726
leaf_count=172 331 402 355 270 1501 879
internal_value=0 -4.3346e-05 -9.72331e-05 -3.05329e-05 -0.000131016 -0.000228786
internal_weight=0 0.00718538 0.00571198 0.00446144 0.00334683 0.00215774
internal_count=3910 3579 3177 3005 2735 1234
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=6
num_cat=0
split_feature=11 16 2 0 12
split_gain=1.26817e-05 3.48998e-05 2.88121e-05 4.79469e-05 4.08399e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.10836000000000003 -0.053834999999999994 0.085185000000000025
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00028101027044391899 -0.00021042128391481594 -2.6582239252978131e-05 0.00030923861340291937 -0.00026845653937212615 0.00045272753087622806
leaf_weight=0.0012067130032742809 0.0010115105357560794 0.0018187406726785527 0.0016077795592601462 0.0016056173935766198 0.0010949085564317036
leaf_count=380 304 705 547 276 1698
internal_value=0 2.37803e-05 8.38084e-05 3.60912e-06 0.000153536
internal_weight=0 0.00733376 0.00612705 0.00451927 0.00291365
internal_count=3910 3606 3226 2679 2403
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=6
num_cat=0
split_feature=1 12 151 2 16
split_gain=8.46454e-06 1.87292e-05 2.21868e-05 5.44739e-05 2.44077e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0088999999999999982 0.086650000000000019 -0.088734999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0096928000721911989 0.0074985785901891732 -0.013397381033790783 -0.011682852273258007 0.024921216753016652 0.0054771626381768801
leaf_weight=0.0014610763228879303 0.0012564250679741318 0.0010964438157436982 0.0013664802682806692 0.0010296519994219262 0.0017307523413767002
leaf_count=591 331 522 1171 384 911
internal_value=0 -0.00144755 0.000897194 0.00464646 0.0127299
internal_weight=0 0.0066844 0.00558796 0.00412688 0.0027604
internal_count=3910 3579 3057 2466 1295
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=8
num_cat=0
split_feature=47 4 1 4 4 2 3
split_gain=2.19168e-05 3.90663e-05 6.15871e-05 4.02593e-05 4.89341e-05 1.89175e-05 1.25114e-05
threshold=0.11603500000000001 0.24280000000000004 0.11235500000000002 -0.0010999999999999996 -0.049279999999999997 0.091025000000000009 0.076695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00014448012059477248 -0.00027673692108713276 -7.6839999590683556e-05 0.00058694737286573773 -0.00042971400763853102 0.00042446212796899062 -0.00019220324899973156 -0.00012201290937255688
leaf_weight=0.0010010442474067995 0.0010117373926376077 0.0010727412920896605 0.0010768342820854176 0.0010199678202967824 0.0010550445021554563 0.0017870341033802721 0.0010122708874859485
leaf_count=1136 185 197 315 599 834 521 123
internal_value=0 2.95074e-05 0.000255686 -5.32428e-05 6.47868e-05 -7.13189e-05 -0.000276446
internal_weight=0 0.00802494 0.00214958 0.00587536 0.00384312 0.00278808 0.00203224
internal_count=3910 3725 512 3213 2491 1657 722
is_linear=0
shrinkage=0.00196078


Tree=9517
num_leaves=7
num_cat=0
split_feature=160 12 4 47 43 1
split_gain=1.9224e-05 3.55142e-05 2.66745e-05 4.03663e-05 4.58304e-05 6.56876e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 -0.23071499999999998 0.09252500000000001 -0.00059999999999999995 0.094695000000000015
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=-0.00017286820140610716 -0.00027255477175608416 -0.00017449859987594916 -4.2993634005768383e-05 -0.00016325247786316407 8.5181957676411924e-05 0.00073582831452653796
leaf_weight=0.0018909929908590894 0.0010914842000859341 0.0010097392698302449 0.0011615667669979653 0.0010353937663092712 0.0011205098041312915 0.0012757873122961616
leaf_count=1218 393 178 1163 206 523 229
internal_value=0 5.10196e-05 0.000114053 0.000177486 0.000276646 0.000431586
internal_weight=0 0.00669448 0.005603 0.00459326 0.00355786 0.0023963
internal_count=3910 2692 2299 2121 1915 752
is_linear=0
shrinkage=0.00196078


Tree=9518
num_leaves=6
num_cat=0
split_feature=1 4 47 13 52
split_gain=7.9122e-06 2.26412e-05 1.85485e-05 2.71437e-05 2.7521e-05
threshold=0.076710000000000014 -0.16401499999999997 0.086425000000000016 -0.00059999999999999995 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0050271875804418298 0.018335446046463946 -0.014732251489805483 -0.0063908931961150425 -0.010825415575134669 0.0096775460910194719
leaf_weight=0.0011488506865544915 0.001206792294318988 0.0011709464809127805 0.0017981703106450982 0.0012145676830283554 0.0014202097028491135
leaf_count=92 903 1916 382 331 286
internal_value=0 -0.00494664 0.00199142 0.00591504 0.000226184
internal_weight=0 0.0023198 0.00563974 0.00384157 0.00263478
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=2.17577e-05 3.52768e-05 4.2421e-05 3.07345e-05 5.56175e-05 4.52893e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.095575000000000007 -0.0039399999999999991 0.053925000000000008
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=-0.00026727505124573859 -0.00027330752299871837 0.00041870469008852527 -0.00045780331418979084 0.00040820588959478951 0.00010979184616188182 -0.00011101965465993022
leaf_weight=0.0012625724786703386 0.0010079360347059266 0.0012308300540826564 0.0011529718811785486 0.0013917938289071184 0.0015641987660339977 0.0012050959756209636
leaf_count=394 279 195 1063 456 1282 241
internal_value=0 3.28085e-05 9.06975e-05 1.47253e-05 -0.000131055 0.000167257
internal_weight=0 0.00780746 0.00654489 0.00531406 0.00271717 0.00259689
internal_count=3910 3631 3237 3042 2345 697
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=6
num_cat=0
split_feature=11 48 2 0 15
split_gain=2.15972e-05 3.31524e-05 3.94582e-05 4.71401e-05 3.41848e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 -0.032484999999999993 -0.064869999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00015411583488646126 -0.00027018834138810527 0.00032310926542771971 0.00030568074805818767 -0.00036500545459815784 0.00022166974522332705
leaf_weight=0.0018963543544934386 0.0010150708328211513 0.0012749819480848586 0.001160441706108844 0.0016841847789974725 0.0018277376628040331
leaf_count=813 279 339 471 235 1773
internal_value=0 3.3765e-05 -2.23965e-05 -9.27912e-05 3.0315e-05
internal_weight=0 0.0078437 0.00656872 0.00540828 0.00372409
internal_count=3910 3631 3292 2821 2586
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=9.01889e-06 2.35842e-05 1.43656e-05 2.91914e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.055679999999999993 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0056214284867308643 -0.0087779325735754272 0.01308212165420143 -0.0094971711080968253 0.0098587346865753791
leaf_weight=0.0012286441918513942 0.0015348870844539772 0.0014939069026472717 0.0018658206117160014 0.0018576764130385018
leaf_count=807 339 383 817 1564
internal_value=0 0.00464151 -0.0024492 0.001427
internal_weight=0 0.00272255 0.00525838 0.00339256
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=6
num_cat=0
split_feature=11 16 2 0 12
split_gain=1.12338e-05 3.07905e-05 2.36659e-05 5.20139e-05 4.67666e-05
threshold=0.07677500000000001 -0.41862999999999995 0.10836000000000003 -0.053834999999999994 0.085185000000000025
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00026251122705715378 -0.00019751195742276746 -2.9918792951516406e-05 0.00028436466362163296 -0.00027560230485931467 0.00048053391326012508
leaf_weight=0.0012071036887347777 0.0010016038443332077 0.001826017959929004 0.0016088215440117088 0.0016097646121172524 0.0011092391508304073
leaf_count=390 285 712 547 277 1699
internal_value=0 2.38222e-05 7.99877e-05 7.64351e-06 0.000162982
internal_weight=0 0.00736095 0.00615384 0.00454502 0.00293526
internal_count=3910 3625 3235 2688 2411
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=7
num_cat=0
split_feature=16 4 151 15 1 13
split_gain=1.23414e-05 2.12142e-05 2.87384e-05 5.10748e-05 2.74091e-05 4.56564e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.0074049999999999993 -0.064869999999999983 0.081005000000000008 -0.028919999999999998
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=-0.00020905066212348279 0.00022791785460498127 0.00024553260860577772 -0.000456001980897244 -0.00014757353330276468 -0.00019601730398716556 0.00041580686474345193
leaf_weight=0.0010089559985765441 0.0013327813010208097 0.0013395647461381475 0.0011592044952336094 0.0010380149200881429 0.0014222156267979578 0.0011837060761358917
leaf_count=179 565 407 775 655 770 559
internal_value=0 2.19789e-05 -2.68263e-05 -9.7513e-05 1.6529e-05 0.000152589
internal_weight=0 0.00747549 0.00613592 0.00480314 0.00364394 0.00222172
internal_count=3910 3731 3324 2759 1984 1214
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=6
num_cat=0
split_feature=43 4 1 15 1
split_gain=7.79983e-06 2.64833e-05 3.27968e-05 2.70477e-05 3.42814e-05
threshold=-0.18906999999999999 -0.23071499999999998 0.076710000000000014 -0.0089749999999999986 0.11097000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0076096898916046818 -0.014754758439142257 -0.01478020453468195 0.010800467755301028 0.018875796889449709 -0.0088864990449406024
leaf_weight=0.0011439688552015671 0.0012069477260424691 0.0010079541356403056 0.0017548098967619698 0.0010928265873482567 0.0017834463507894957
leaf_count=261 293 1790 474 603 489
internal_value=0 -0.00131082 0.00156665 0.00512454 0.000877317
internal_weight=0 0.00684598 0.00563904 0.00463108 0.00353826
internal_count=3910 3649 3356 1566 963
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=7
num_cat=0
split_feature=49 2 2 1 43 16
split_gain=1.44824e-05 2.87153e-05 4.81037e-05 2.2713e-05 2.72366e-05 1.79274e-05
threshold=0.10228500000000001 0.11260500000000001 0.10113500000000002 0.081005000000000008 -0.075819999999999985 -0.061204999999999989
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=0.00017044103340183256 0.00021804678479450218 0.00020612889120746549 -0.00048213599949452384 -0.00036149169359821741 -0.00015533510003398106 0.00020346505834408209
leaf_weight=0.0016818519401466162 0.001001387679124114 0.0015340458562184411 0.0010208546509571812 0.0010981085006443029 0.0011066355136460124 0.0010371814255677628
leaf_count=1517 414 499 343 427 390 320
internal_value=0 -3.30472e-05 -9.47679e-05 -1.44543e-05 -0.000110375 1.82529e-05
internal_weight=0 0.00747868 0.00594463 0.00492378 0.00324193 0.00214382
internal_count=3910 3496 2997 2654 1137 710
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=8.02648e-06 2.63565e-05 2.13965e-05 2.38927e-05 3.34896e-05 2.06096e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 -0.14136999999999997
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=0.014771079267016821 -0.0036928915797352769 -0.016790905259042026 0.013163786265417735 -0.014019364743573865 -0.0098222803757809576 0.014827647937245163
leaf_weight=0.0011955709321702832 0.001314327013395475 0.0010041075239933762 0.0011125565848494881 0.0012221936843900983 0.001031341460936044 0.0011068311401002486
leaf_count=297 168 663 231 434 1518 599
internal_value=0 -0.00212352 0.00110504 -0.00278467 0.00338125 0.00477376
internal_weight=0 0.00556577 0.00456166 0.00344911 0.00222691 0.00242116
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=5
num_cat=0
split_feature=52 160 13 3
split_gain=7.64319e-06 1.72152e-05 2.41799e-05 3.50647e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0053217357466579553 -0.012504324977857022 0.010745689088096129 -0.016246194072936312 0.0050643910958077694
leaf_weight=0.0019998072564011314 0.0012042202218754527 0.0016327749742404835 0.0013727164973464066 0.0017647006586624043
leaf_count=971 1029 542 1086 282
internal_value=0 -0.00182059 0.000876486 -0.00425965
internal_weight=0 0.00597441 0.00477019 0.00313742
internal_count=3910 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=7
num_cat=0
split_feature=376 4 1 52 48 15
split_gain=2.58819e-05 3.26403e-05 5.48341e-05 5.45796e-05 3.07638e-05 4.25626e-05
threshold=0.048375000000000008 -0.034289999999999994 0.079945000000000016 -0.081429999999999989 0.078735000000000013 -0.10981499999999998
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=1.2037185791641469e-05 0.00029780789891666883 0.00043574614928763855 -0.00057553346048674046 -0.00022288209278486682 -0.0002676211911704755 0.00028036922926826934
leaf_weight=0.0015532339576782963 0.0010016444260163753 0.0011174909484130543 0.0010062501024671287 0.0010845748605130203 0.0015848983151913734 0.0015983083453996812
leaf_count=1063 206 475 710 294 398 764
internal_value=0 -3.66606e-05 -0.000218964 4.99834e-05 -5.10261e-05 7.69263e-05
internal_weight=0 0.00794476 0.00255948 0.00538527 0.00426778 0.00268288
internal_count=3910 3704 1773 1931 1456 1058
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 0
split_gain=1.63551e-05 1.91506e-05 2.90355e-05 5.64539e-05 7.09583e-05 2.51123e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.074249999999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00022939501859337583 -0.00038471900584009067 0.00032349941397769673 -0.00044009696817432615 0.00034690563183261569 -0.00030139288818374529 -5.0464550266426727e-06
leaf_weight=0.0010092034569775992 0.0011702483122712501 0.0010663742234317893 0.0010081605869958596 0.0017183751890325486 0.0010431374141057848 0.0015661067160544469
leaf_count=259 1771 433 241 572 172 462
internal_value=0 -3.63316e-05 3.78414e-05 -4.29662e-05 0.000102016 -0.00016742
internal_weight=0 0.0075724 0.00483605 0.00376967 0.00276151 0.00273636
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=7
num_cat=0
split_feature=15 16 52 16 4 15
split_gain=8.15402e-06 1.78882e-05 2.58102e-05 3.80696e-05 3.84208e-05 2.17028e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.091210000000000013 0.10994000000000002 0.015635000000000003 -0.0071449999999999994
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=0.0083620848354303695 -0.011915980924727988 -0.014666800283329909 0.01321548313229607 -0.017584612991024401 0.019012973880400165 0.0056981902045715278
leaf_weight=0.0010113599856207229 0.0012824810088884822 0.0010529706086897499 0.0013532813560407884 0.0012196142528102774 0.001034265865323224 0.0010402935616353665
leaf_count=317 337 686 727 598 211 1034
internal_value=0 -0.00124528 0.00115542 -0.00259892 0.00324491 -0.00454597
internal_weight=0 0.00698291 0.00570043 0.00434714 0.00312753 0.00209326
internal_count=3910 3593 3256 2529 1931 1720
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=7
num_cat=0
split_feature=52 1 49 16 1 15
split_gain=9.35223e-06 2.30942e-05 1.40289e-05 3.42668e-05 3.48011e-05 2.0435e-05
threshold=-0.048794999999999991 0.10871500000000002 0.079765000000000016 -0.15168999999999996 0.080320000000000016 -0.03231499999999999
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=-0.0024232591685147483 0.013858586090667428 0.016571728977787855 0.0080736178970439079 -0.0010304145932849337 -0.026462481859835692 -0.0059366298455099031
leaf_weight=0.0017010709829557221 0.0010590440158082075 0.0010261946834125687 0.0010138227011476731 0.0010654917498247017 0.001086959095240983 0.0010274295752085469
leaf_count=907 324 283 469 1119 660 148
internal_value=0 0.00472403 -0.00249373 -0.00502112 -0.0138733 0.00411095
internal_weight=0 0.00272727 0.00525275 0.00423892 0.00215245 0.00208647
internal_count=3910 1190 2720 2251 1779 472
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=7
num_cat=0
split_feature=51 160 43 49 47 4
split_gain=7.79721e-06 2.20845e-05 2.41268e-05 3.235e-05 3.16063e-05 3.33468e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.15109999999999998 -0.029304999999999998 0.09023500000000001 -0.060264999999999992
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=0.012922260737391694 -0.007622607568613703 0.011982893383356993 0.0084426657559905222 -0.0047920911536479807 0.0039537735316664121 -0.030076879600222498
leaf_weight=0.0013117752243444582 0.001154980767759029 0.0010669659543685794 0.0013073122233569715 0.0010469942200088404 0.0010396423560791986 0.0010394228236084934
leaf_count=888 487 238 287 1024 249 737
internal_value=0 0.00126308 -0.00151751 -0.00476662 -0.0102907 -0.0173886
internal_weight=0 0.00681211 0.00550034 0.00443337 0.00312606 0.00208642
internal_count=3910 3423 2535 2297 2010 1761
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=7
num_cat=0
split_feature=150 1 47 2 3 1
split_gain=1.13625e-05 2.63503e-05 5.32123e-05 5.10245e-05 4.65545e-05 5.84633e-05
threshold=0.10559 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00028785666938200671 -0.00019733102538859281 0.00044480318981453639 -8.0137336982968895e-05 -0.00045866159052550091 0.00054510921591561221 -8.030689001122066e-05
leaf_weight=0.0011131081495504794 0.00101972552990194 0.0013981108138329812 0.0015830539076870011 0.0010140328094380797 0.0010408328806239256 0.0012830139099824006
leaf_count=1032 233 530 228 439 842 606
internal_value=0 2.33905e-05 0.00016605 -7.21594e-05 4.18734e-05 0.000199812
internal_weight=0 0.00743215 0.00298116 0.00445099 0.00343695 0.00232385
internal_count=3910 3677 758 2919 2480 1448
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=6
num_cat=0
split_feature=42 43 4 16 1
split_gain=8.12909e-06 2.54649e-05 2.70454e-05 2.22672e-05 3.0485e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 -0.45301499999999995 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0080706310776062773 0.014233314835288453 -0.013127280691729627 -0.0087606443694869824 -0.0048492439852311255 0.015902600530385037
leaf_weight=0.0010850221710275885 0.0012374732322901873 0.0014970333171157946 0.0012247107322493908 0.0012085415641137646 0.0017088717643242923
leaf_count=1060 595 862 261 678 454
internal_value=0 0.00124292 -0.00160773 0.00255563 0.00730613
internal_weight=0 0.00687663 0.00563916 0.00414212 0.00291741
internal_count=3910 2850 2255 1393 1132
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=7
num_cat=0
split_feature=51 12 42 16 15 12
split_gain=7.20614e-06 2.20952e-05 2.84515e-05 2.229e-05 5.86659e-05 2.70593e-05
threshold=0.08955500000000001 -0.036459999999999992 0.085545000000000024 -0.014099999999999998 -0.094924999999999995 0.078515000000000015
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=-0.012159787257172393 -0.0073338945310993152 0.016110611932591456 -0.0092625694048741446 0.026584076111520968 -0.01518014988793218 0.0035339557989464976
leaf_weight=0.0010450667989218764 0.0011528597699181483 0.0012362639222414555 0.0013166321979901164 0.0010284083798037162 0.0011626897459206891 0.0010089603247745024
leaf_count=442 487 260 1202 193 798 528
internal_value=0 0.00121637 0.00364624 0.00747738 0.000945064 0.015169
internal_weight=0 0.00679802 0.00575295 0.00443632 0.00239895 0.00203737
internal_count=3910 3423 2981 1779 1058 721
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=5
num_cat=0
split_feature=157 0 2 2
split_gain=9.23628e-06 2.24702e-05 3.22965e-05 4.69524e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 0.086875000000000022 0.10836000000000003
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0087881472892547881 -0.012356865416294428 0.010383753475703869 0.018609040807292452 -0.0066525022471732101
leaf_weight=0.0010434234904679622 0.0019355875118422781 0.0019542005079811065 0.0012907646580078988 0.0017111571264588634
leaf_count=703 1335 312 1009 551
internal_value=0 0.00130745 -0.00228483 0.00420944
internal_weight=0 0.00689171 0.00493751 0.00300192
internal_count=3910 3207 2895 1560
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=5
num_cat=0
split_feature=157 0 16 0
split_gain=7.48881e-06 1.82207e-05 3.17563e-05 3.3663e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.013024999999999998 -0.15517999999999996
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0079154680737566242 -0.0077346430416471981 0.0093555024944012351 -0.014493759789667899 0.012032108272025742
leaf_weight=0.001042657986505862 0.0015687309985375278 0.0019521988321945316 0.0014498160536534216 0.0019111888347607764
leaf_count=703 248 312 806 1841
internal_value=0 0.00117882 -0.00205918 0.00312135
internal_weight=0 0.00688193 0.00492974 0.00347992
internal_count=3910 3207 2895 2089
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=6
num_cat=0
split_feature=42 160 43 2 12
split_gain=7.63489e-06 2.54286e-05 2.38999e-05 1.78661e-05 2.30837e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.080120000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078487184976119943 -0.010138667873132723 0.015020948759388182 0.0039155372116532602 0.0097744338699306526 -0.015458653490863046
leaf_weight=0.0010753965533434528 0.0015310388351628089 0.001532755096141663 0.0013775765212029733 0.0012882631905045167 0.0011109055381354933
leaf_count=1060 1040 604 230 301 675
internal_value=0 0.00121535 0.00448937 0.000215236 -0.00473347
internal_weight=0 0.00684054 0.0053095 0.00377675 0.00248848
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=6
num_cat=0
split_feature=1 12 4 43 0
split_gain=7.86748e-06 1.75775e-05 2.57151e-05 3.25467e-05 1.96608e-05
threshold=0.12864500000000004 0.098845000000000016 -0.0010999999999999996 -0.080569999999999989 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0061274585368650096 0.0072868459591058227 -0.013000385917010563 0.0027785058201237204 0.015773022220159263 -0.014325090476055666
leaf_weight=0.0010938357624553753 0.001243692623033703 0.0010885409163397149 0.0012899486185778595 0.0017874541808586297 0.0014031632518504335
leaf_count=776 331 522 204 1402 675
internal_value=0 -0.00137727 0.000892438 0.00745885 -0.0061328
internal_weight=0 0.00666294 0.0055744 0.00288129 0.00269311
internal_count=3910 3579 3057 2178 879
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=7.26803e-06 2.6332e-05 2.77833e-05 1.45705e-05 2.14521e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14808999999999997 0.092255000000000018 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011662971173577648 0.0061606477087457088 -0.019527097281986157 0.0053156906527323132 0.0084563972541283495 -0.011947246647931816
leaf_weight=0.0012261100462495258 0.0015360264365912755 0.0010084655731413287 0.0012356592316333354 0.0011661108845218973 0.0017244434779584007
leaf_count=564 426 204 635 271 1810
internal_value=0 -0.00150377 -0.00464786 -0.00101131 -0.00474104
internal_weight=0 0.00636079 0.00513468 0.00412621 0.0029601
internal_count=3910 3484 2920 2716 2445
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=6
num_cat=0
split_feature=52 13 1 16 4
split_gain=6.92227e-06 2.13801e-05 2.33739e-05 1.82751e-05 2.69632e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.08755499999999998 -0.034289999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010669240043060626 -0.0075088988247010826 -0.0073296064333727637 -0.01188659018147746 -0.0027289230272890676 0.019374343751913787
leaf_weight=0.0017554574231905627 0.0010653254851165387 0.0012017825820485151 0.0016554371765153189 0.0011377591983203342 0.0010718002204048655
leaf_count=520 647 550 349 1051 793
internal_value=0 0.00115855 -0.00213657 0.00259487 0.0079928
internal_weight=0 0.00682224 0.00506678 0.00341134 0.00220956
internal_count=3910 3263 2743 2394 1844
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=7
num_cat=0
split_feature=3 1 12 52 1 0
split_gain=1.50138e-05 2.40443e-05 4.01759e-05 6.58561e-05 7.18622e-05 3.87322e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001 -0.074249999999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00022281602435470177 -0.00045137609782056894 0.00038610513839917464 -0.00047269558469966615 0.00035953461502481943 -0.00029819030614705231 2.2526857988500197e-05
leaf_weight=0.001001793615661683 0.0011600125397419252 0.0010671171509402961 0.0010109786691811914 0.0017054792113901499 0.0010210053575879711 0.001547750661866352
leaf_count=259 1771 433 241 572 172 462
internal_value=0 -3.27297e-05 5.05474e-05 -4.52607e-05 0.000113232 -0.000180494
internal_weight=0 0.00751234 0.00480458 0.00373746 0.00272648 0.00270776
internal_count=3910 3651 1418 985 744 2233
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=7
num_cat=0
split_feature=3 1 47 151 16 16
split_gain=1.98946e-05 2.42118e-05 2.58712e-05 2.24458e-05 4.88072e-05 3.34269e-06
threshold=-0.15464999999999998 0.10113500000000002 0.086785000000000015 -0.0074049999999999993 -0.057604999999999996 -0.15168999999999996
decision_type=2 2 2 2 2 2
left_child=-1 3 5 -2 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.00025289308986165161 0.00010656384372112194 0.00014408634532097391 -0.00011045532703364567 -0.00054252910288567647 -3.0305392370498941e-05 0.00030362412675681263
leaf_weight=0.0010131731589889592 0.001026985210530568 0.0010026626651922417 0.0015813175013131529 0.0011688945487382835 0.0018425998346243784 0.0010171472739545768
leaf_count=259 434 261 241 1359 1004 352
internal_value=0 -3.9521e-05 7.73745e-05 -0.000143757 -0.000229122 0.000224427
internal_weight=0 0.00763961 0.00360113 0.00403848 0.00301149 0.00201981
internal_count=3910 3651 854 2797 2363 613
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=6
num_cat=0
split_feature=151 4 2 0 4
split_gain=7.44881e-06 2.44425e-05 2.66779e-05 4.11393e-05 1.15168e-05
threshold=-0.084129999999999996 0.28937500000000005 0.10113500000000002 -0.072864999999999985 0.0066400000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0080590482737161566 -0.013552647141799743 0.014039814263035619 -0.011070023718476032 0.014941246992246859 0.0014397214770220908
leaf_weight=0.0010053184335758088 0.0010384597025505022 0.0012132651349349832 0.0019515884231977596 0.0016834479370205547 0.0010114196952510878
leaf_count=423 1678 375 724 418 292
internal_value=0 0.00115465 -0.00159528 0.00335762 -0.00615535
internal_weight=0 0.00689818 0.00568492 0.00373333 0.00204988
internal_count=3910 3487 3112 2388 1970
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=7
num_cat=0
split_feature=376 43 2 0 3 2
split_gain=3.65288e-05 3.62401e-05 4.21859e-05 3.76006e-05 3.13047e-05 4.25812e-05
threshold=0.048375000000000008 -0.074254999999999988 0.087005000000000013 -0.071924999999999989 0.086245000000000016 0.11230000000000001
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=0.0003850181548610799 0.00035216854065232177 -0.00029931761948325273 -0.0001231069274478997 -0.0003859962657109979 0.00033262435842004224 -0.00017462256762070029
leaf_weight=0.0013466896595574892 0.0010021277742700155 0.0011314339135677547 0.0011773936425522099 0.0016236356206238292 0.0013441405832662777 0.0012081684522954339
leaf_count=576 206 1337 841 614 163 173
internal_value=0 -4.54194e-05 0.000147996 -0.000137404 -2.78352e-05 9.25125e-05
internal_weight=0 0.00783146 0.00252408 0.00530738 0.00368374 0.00255231
internal_count=3910 3704 1417 2287 1673 336
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=6
num_cat=0
split_feature=2 0 43 0 4
split_gain=7.8274e-06 2.47675e-05 2.90659e-05 2.84192e-05 1.89411e-05
threshold=0.10946500000000002 0.012625000000000003 -0.079109999999999986 -0.10209999999999998 0.15045000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.009553515297370585 0.014015513484067141 -0.013601938032727971 -0.00074211808838426903 0.020209398295137914 -0.0037704562835645405
leaf_weight=0.0014543866417899569 0.0011495886678485716 0.0013958342105406208 0.0015466249719087381 0.0011135309715949767 0.0012495996850858003
leaf_count=1062 447 262 364 1455 320
internal_value=0 -0.00209143 0.00181345 0.00802811 0.00475182
internal_weight=0 0.00551038 0.00411454 0.00266016 0.00239919
internal_count=3910 3143 2881 1819 767
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=8
num_cat=0
split_feature=47 2 2 150 4 3 0
split_gain=2.31535e-05 4.58262e-05 5.06342e-05 5.31031e-05 6.22923e-05 4.03665e-05 1.47705e-05
threshold=0.086425000000000016 0.11462500000000002 0.10393500000000001 0.086420000000000011 -0.0040999999999999986 -0.048154999999999996 -0.10462499999999998
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=-0.00025732799342190253 -0.00035053018361266472 0.00040992412901136039 -0.00037831284945634267 -0.00031441373876430547 0.00057238295090445682 0.00027934839373489713 -2.3234233223146055e-05
leaf_weight=0.0011014783836135579 0.0010043238596836629 0.0011677182306808892 0.0011767322678275533 0.0010023154217071086 0.0011370866909673361 0.0010548699313784882 0.0011227409613060045
leaf_count=1574 122 496 359 247 540 197 375
internal_value=0 5.72942e-05 -1.79499e-05 8.07641e-05 0.000201031 5.2102e-06 -0.000177772
internal_weight=0 0.0066402 0.00547248 0.00429575 0.00329344 0.00215635 0.00212706
internal_count=3910 3413 2917 2558 2311 1771 497
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=6
num_cat=0
split_feature=43 4 1 15 1
split_gain=7.08319e-06 2.27245e-05 2.70391e-05 3.13747e-05 2.83909e-05
threshold=-0.18906999999999999 -0.23071499999999998 0.076710000000000014 -0.0089749999999999986 0.11097000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0072955883254746086 -0.013776791250747517 -0.01343222498721402 0.0091689044986201767 0.019610853608991112 -0.0088291811644649314
leaf_weight=0.0011357845337671016 0.0011912724665101094 0.0010034674869576106 0.0017400364017892385 0.0010779705724475114 0.0017659469940484521
leaf_count=261 293 1790 474 603 489
internal_value=0 -0.00123747 0.00143599 0.00469077 0.000103355
internal_weight=0 0.00677869 0.00558742 0.00458395 0.00350598
internal_count=3910 3649 3356 1566 963
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=6
num_cat=0
split_feature=3 39 4 52 16
split_gain=1.30996e-05 2.41285e-05 2.60314e-05 3.28466e-05 3.02412e-05
threshold=0.13772500000000001 0.085060000000000011 -0.034289999999999994 -0.07984999999999999 -0.114825
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00026432995109150129 0.00018550122462805674 0.00024475021293492329 0.0003146642087194608 6.6274893104033053e-05 -0.00032609446039107381
leaf_weight=0.0020007853291413805 0.0012200189310606442 0.0010220542309181306 0.0010143677341079957 0.0018825844979722466 0.0012611176355062086
leaf_count=1717 239 383 426 444 701
internal_value=0 -3.42588e-05 -8.056e-05 7.86659e-06 -9.11268e-05
internal_weight=0 0.00718091 0.00615886 0.00415807 0.0031437
internal_count=3910 3671 3288 1571 1145
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=6
num_cat=0
split_feature=3 2 2 1 3
split_gain=1.66539e-05 1.95941e-05 5.33005e-05 3.1684e-05 1.87188e-05
threshold=-0.15464999999999998 0.099015000000000006 0.11339500000000001 0.095575000000000007 0.076695000000000013
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=0.00023295688363828059 -0.00041142554077293873 0.00036800210227120884 -0.00014341226946634197 6.7859417245686503e-05 -6.6784407170796255e-05
leaf_weight=0.0010059328214821403 0.0014399706899097611 0.0014007973267918714 0.0017780084515315784 0.0019417013905224543 0.001046056680481474
leaf_count=259 2021 403 593 475 159
internal_value=0 -3.54998e-05 8.19516e-05 -0.000119822 -0.000266409
internal_weight=0 0.00760653 0.00317881 0.00442773 0.00248603
internal_count=3910 3651 996 2655 2180
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=8
num_cat=0
split_feature=16 0 52 47 13 0 52
split_gain=1.51307e-05 2.47915e-05 6.9191e-05 3.26854e-05 2.893e-05 3.71786e-05 2.20239e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 0.086425000000000016 -0.083514999999999992 -0.15291499999999997 0.024145000000000003
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=-0.00022955827558742789 -0.00050486948285840736 0.00040951445390746954 0.00043155558780928131 -0.00024512641519515709 0.00029600585310697288 -0.00019563303946566361 3.4175558498121669e-06
leaf_weight=0.0010144117425312056 0.0010169203978701831 0.0010404178226364699 0.001018182945234339 0.0010207906112594698 0.0011201214759668267 0.0012527813580352739 0.0010137091420149677
leaf_count=179 597 319 803 293 113 1495 111
internal_value=0 2.56284e-05 -4.37952e-05 6.24806e-05 0.000155077 3.64436e-05 0.000209106
internal_weight=0 0.00748292 0.0054288 0.00441188 0.00339109 0.0023729 0.00205413
internal_count=3910 3731 3301 2704 2411 1608 430
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=7
num_cat=0
split_feature=0 52 457 49 15 0
split_gain=7.70557e-06 1.94333e-05 3.10078e-05 4.73328e-05 3.15626e-05 9.45786e-06
threshold=0.076335000000000014 -0.092854999999999979 0.041935000000000007 -0.006494999999999999 -0.11739999999999999 -0.099864999999999995
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=-0.013428621171101711 0.0068363877694212864 -0.021226020942993883 0.01673102558389988 -0.0091870233266710295 0.017716546518459671 0.0042895633472608335
leaf_weight=0.0011210584649168137 0.0013582551094566383 0.0010426329246332198 0.0010218539119776241 0.0012886758471115293 0.0010021325460912085 0.0011009481044907798
leaf_count=677 225 349 290 434 223 1712
internal_value=0 -0.00143687 0.001027 -0.00259182 0.00313637 0.0106876
internal_weight=0 0.0065773 0.00545624 0.00443439 0.00339176 0.00210308
internal_count=3910 3685 3008 2718 2369 1935
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=7
num_cat=0
split_feature=15 150 15 133 16 15
split_gain=1.58561e-05 2.35912e-05 4.16156e-05 3.27608e-05 8.21159e-05 2.80536e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 1.0000000180025095e-35 -0.013279999999999998 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00022150468584865415 -9.9631875311942674e-05 0.00018246446707870042 -0.00028297248360967779 -0.00025802598667466975 0.00042768232325215359 -0.00053358400330708446
leaf_weight=0.0010924951458966929 0.0012854905312035434 0.0015726026830759745 0.0010093308075243554 0.0010085480992760667 0.0016422641659792211 0.0010330024691119039
leaf_count=317 392 427 792 736 493 753
internal_value=0 -3.1227e-05 -8.74358e-05 4.27641e-05 0.000157171 -0.000292979
internal_weight=0 0.00755124 0.00597864 0.00366014 0.00265159 0.00231849
internal_count=3910 3593 3166 2021 1285 1145
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=6
num_cat=0
split_feature=4 151 3 47 12
split_gain=8.78126e-06 2.01082e-05 2.95758e-05 3.29484e-05 2.62062e-05
threshold=0.27020000000000005 -0.016164999999999995 0.090325000000000003 0.084695000000000006 0.080120000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0097323649587671996 0.0064499252443939378 0.0055766309182463105 -0.01572498424664005 0.015526756494148655 -0.015421545440449193
leaf_weight=0.0012305373667301544 0.0016599859969630912 0.0011009492792433558 0.0016067450540657728 0.0010447051971035782 0.0012916433172430247
leaf_count=561 472 248 239 320 2070
internal_value=0 -0.00172899 -0.00452508 0.000710248 -0.00575925
internal_weight=0 0.00627458 0.00504404 0.0034373 0.00239259
internal_count=3910 3438 2877 2638 2318
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=7
num_cat=0
split_feature=13 3 16 52 151 2
split_gain=2.01501e-05 3.05207e-05 3.22784e-05 5.34296e-05 3.66514e-05 8.01961e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.084890000000000007 -0.0088999999999999982 0.087995000000000004
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=0.00024771532660776836 -0.0002267304775576308 -0.00032287056738840596 0.00031862482177502503 -0.00045496357766862161 -0.00011248549718599359 0.00054900524443584947
leaf_weight=0.0010611350632571568 0.0012925996928476752 0.0012338707209911164 0.0011052756713198783 0.0010106169104105158 0.0016457597848654087 0.0012322113158655063
leaf_count=210 504 138 502 1128 874 554
internal_value=0 -4.09173e-05 1.44229e-05 -5.04709e-05 4.75462e-05 0.000170734
internal_weight=0 0.00752033 0.00628646 0.00518119 0.00417057 0.00287797
internal_count=3910 3700 3562 3060 1932 1428
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=7
num_cat=0
split_feature=1 47 15 15 42 3
split_gain=2.06617e-05 5.27117e-05 2.93379e-05 4.17554e-05 6.32871e-05 1.95361e-05
threshold=0.11235500000000002 0.084155000000000021 -0.095799999999999982 -0.03231499999999999 1.0000000180025095e-35 0.045635000000000002
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=-0.00031851339050686136 0.00040536055190614568 -0.00015242227211841427 0.00031627356834716382 0.00025909231214559571 -0.00050532488229462476 -0.00010663325349379696
leaf_weight=0.0013646995589163937 0.0013844959235990635 0.0012301454974307327 0.001238779377344507 0.0011415370449552448 0.0010427027658762855 0.0011052418081533559
leaf_count=478 439 192 739 822 1067 173
internal_value=0 0.000142933 -6.64993e-05 9.45119e-06 -0.000106094 7.91836e-05
internal_weight=0 0.00261464 0.00589296 0.00452826 0.00328948 0.00224678
internal_count=3910 631 3279 2801 2062 995
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=6
num_cat=0
split_feature=1 47 4 43 2
split_gain=1.1555e-05 1.88723e-05 2.25969e-05 2.27745e-05 3.64595e-05
threshold=0.13026000000000001 0.09252500000000001 0.05309500000000001 -0.083684999999999996 0.089785000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00016889618459439208 0.00017544820278834214 -0.00026889647724791504 0.00020017247951135281 -0.00043987716290248206 6.7572987099921449e-06
leaf_weight=0.0011755852405631617 0.0012670488385008701 0.0010616733592378937 0.0017784020942031003 0.0010905909943433423 0.0019756472081123707
leaf_count=707 317 351 535 1223 777
internal_value=0 -2.78622e-05 1.46445e-05 -6.31389e-05 -0.0001521
internal_weight=0 0.0070819 0.00602023 0.00424182 0.00306624
internal_count=3910 3593 3242 2707 2000
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=6
num_cat=0
split_feature=2 48 2 52 43
split_gain=1.19455e-05 3.13238e-05 4.50464e-05 3.17282e-05 4.67772e-05
threshold=0.11462500000000002 0.091555000000000011 0.10113500000000002 -0.087604999999999988 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0002760481480193859 0.0001455458560769283 0.00027651399739306737 -0.00042613669554883004 -0.0002051710940467639 0.00028249352041926794
leaf_weight=0.0011959765102150122 0.0016873905027349808 0.0010236123304177306 0.0012418603307025287 0.0012163156000947104 0.0019991960731048013
leaf_count=497 599 314 389 1445 666
internal_value=0 -3.91045e-05 -9.62513e-05 -3.3866e-06 9.80271e-05
internal_weight=0 0.00667696 0.00565335 0.00441149 0.00321551
internal_count=3910 3311 2997 2608 2111
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=6
num_cat=0
split_feature=1 47 4 52 49
split_gain=1.14522e-05 2.12743e-05 2.55512e-05 2.19989e-05 3.94312e-05
threshold=0.13026000000000001 0.09252500000000001 0.05309500000000001 1.0000000180025095e-35 -0.047309999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00012038620851806545 0.00016957287817275849 -0.00028776311739116202 0.00020832548912571951 0.00010757087382873383 -0.00037413758458255166
leaf_weight=0.0010123974709565619 0.0012638589883583237 0.0010703968655338212 0.0017945271455482217 0.0016357912031079672 0.0015989920553389578
leaf_count=286 317 351 535 1142 1279
internal_value=0 -3.29826e-05 1.21563e-05 -7.07295e-05 -0.000182418
internal_weight=0 0.0071121 0.00604171 0.00424718 0.00261139
internal_count=3910 3593 3242 2707 1565
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=6
num_cat=0
split_feature=3 39 3 0 0
split_gain=9.54495e-06 1.74365e-05 3.11662e-05 4.6359e-05 2.52954e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.006543438263632218 0.0083686740234477711 0.009403400320864376 -0.00050313955506658362 -0.027911383183687851 0.011660671438655059
leaf_weight=0.0014586031911545962 0.0011586145557921307 0.001215971976054526 0.0014695909614850702 0.0010638728179623515 0.001601303591002589
leaf_count=2120 239 424 199 598 330
internal_value=0 -0.00144967 -0.00380908 -0.0120126 0.0029831
internal_weight=0 0.00680934 0.00559337 0.00253346 0.00305991
internal_count=3910 3671 3247 797 2450
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=7
num_cat=0
split_feature=16 0 47 49 52 15
split_gain=1.97767e-05 2.44996e-05 5.86923e-05 3.15344e-05 2.60151e-05 2.19214e-05
threshold=-0.52908499999999992 -0.017269999999999997 0.09252500000000001 -0.0019649999999999997 0.024145000000000003 -0.10192499999999999
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=-0.00026187449022624235 -0.00015213936459685252 0.00042180098744461697 -0.00043670943512875656 -3.2642253474383501e-05 -1.4357807813889581e-05 0.00032605214031765654
leaf_weight=0.0010190356836498222 0.0016492568061016234 0.0010780898720101808 0.0011368319861700766 0.0010551903521241325 0.0010262655478718915 0.0017274354286066001
leaf_count=179 564 319 342 378 111 2017
internal_value=0 2.88558e-05 -3.92536e-05 6.26987e-05 0.000209092 0.000190033
internal_weight=0 0.00767307 0.00556871 0.00443188 0.00210436 0.00278263
internal_count=3910 3731 3301 2959 430 2395
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=6
num_cat=0
split_feature=151 4 0 42 1
split_gain=8.85869e-06 2.3542e-05 2.60222e-05 1.85375e-05 2.27502e-05
threshold=-0.084129999999999996 0.28937500000000005 -0.15517999999999996 0.086700000000000013 0.081005000000000008
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0087559186743137191 -0.015798781263041708 0.013795699680115771 0.012967745293558109 -0.0088929293952899925 -0.0032696082886235485
leaf_weight=0.0010143149448947888 0.0010352925188129164 0.0012306270046500561 0.0018623104097336505 0.0012184726302832275 0.0016078920056401651
leaf_count=423 165 375 1118 1172 657
internal_value=0 0.00124781 -0.00144993 0.0017184 0.00544429
internal_weight=0 0.00695459 0.00572397 0.00468868 0.0034702
internal_count=3910 3487 3112 2947 1775
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=6
num_cat=0
split_feature=11 16 2 43 4
split_gain=1.30843e-05 3.16234e-05 2.71803e-05 2.15536e-05 2.92824e-05
threshold=0.07677500000000001 -0.41862999999999995 0.114165 -0.083899999999999988 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00026125080887810863 -0.00021183466095061243 0.00021874036644771466 0.00037873796059895403 -0.00023816764046030614 0.00011326385285125371
leaf_weight=0.0012278703710850635 0.0010069453669768157 0.0015653220658345822 0.0010027517943197554 0.0017612792644912322 0.0018894628856982647
leaf_count=390 285 729 418 1379 709
internal_value=0 2.63104e-05 8.30877e-05 2.62511e-05 -5.62822e-05
internal_weight=0 0.00744669 0.00621882 0.00521606 0.00365074
internal_count=3910 3625 3235 2817 2088
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=6
num_cat=0
split_feature=2 52 3 15 48
split_gain=8.35598e-06 2.47427e-05 2.10626e-05 5.5803e-05 1.68647e-05
threshold=0.10946500000000002 0.084890000000000007 -0.084129999999999996 -0.017214999999999998 0.08980500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0084804843455830604 0.01235936862219051 -0.014616742075851091 -0.0043540531153632616 0.02443974966165598 -0.0044714104755694461
leaf_weight=0.0014355259010319691 0.0013416460198895379 0.0012386547915941241 0.0018113897190312842 0.001071043267462077 0.0010702802753802716
leaf_count=819 552 1032 770 522 215
internal_value=0 -0.00215777 0.00141622 0.00634504 0.00489079
internal_weight=0 0.00555661 0.00431796 0.00288243 0.00241193
internal_count=3910 3143 2111 1292 767
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=6
num_cat=0
split_feature=16 1 47 13 16
split_gain=1.51485e-05 2.8986e-05 5.71739e-05 2.93822e-05 3.64442e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00022946791386281438 -0.00025432242837425184 0.00043303868680154653 -0.00012608634610312297 -0.00012796175511352268 0.00033209871796733485
leaf_weight=0.0010037405721925732 0.0019183797939053781 0.001572021496694839 0.0012721423858452153 0.0016004288848815579 0.0011289969212831094
leaf_count=179 1677 554 195 870 435
internal_value=0 2.70428e-05 0.000182952 -6.83639e-05 6.23372e-05
internal_weight=0 0.00749197 0.00284416 0.00464781 0.00272943
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=7
num_cat=0
split_feature=49 43 2 48 2 12
split_gain=1.29678e-05 2.62083e-05 4.0354e-05 3.34176e-05 3.72765e-05 2.0516e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 0.086125000000000021 0.10113500000000002 0.080120000000000011
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=-5.4328697380717605e-05 0.00020835003982818331 0.00028668776113994061 0.0004287701232395893 -0.00042169213642060348 -0.00028839747425957716 -8.6982078581225269e-05
leaf_weight=0.0018394057699597129 0.001021297106253336 0.0012962545955456971 0.0010410000173064699 0.0010705529054412829 0.0013323935009416257 0.0010012514099255569
leaf_count=1139 408 237 464 269 411 982
internal_value=0 -2.70096e-05 0.000120267 -0.00011726 -2.74745e-05 0.000123843
internal_weight=0 0.00758086 0.00288041 0.00470045 0.0036299 0.00229751
internal_count=3910 3502 1603 1899 1630 1219
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=6
num_cat=0
split_feature=49 43 2 13 2
split_gain=1.59784e-05 3.05614e-05 4.50304e-05 3.23354e-05 3.16694e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 -0.10939499999999998 0.092450000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-5.6913511191694554e-05 0.00023090942126485214 0.00011442561925187088 0.00045659271589047209 -6.278132896892306e-05 -0.00045421076968447054
leaf_weight=0.0018059389615384485 0.0010195395536208131 0.0014534574585061328 0.0010316045883412468 0.0017751132061936956 0.0014387978488160601
leaf_count=1139 408 284 464 1061 554
internal_value=0 -3.07009e-05 0.000129775 -0.000128263 -0.000238016
internal_weight=0 0.00750491 0.00283754 0.00466737 0.00321391
internal_count=3910 3502 1603 1899 1615
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=7
num_cat=0
split_feature=49 3 3 0 12 4
split_gain=8.48221e-06 2.93787e-05 2.06687e-05 1.99454e-05 4.7078e-05 1.00664e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.12817999999999996 -0.053834999999999994 0.082640000000000005 0.053925000000000008
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=0.017409788737172208 -0.012636756253574813 -0.0062241985082500161 0.0035347807498155356 -0.0092515638623964502 0.023058749145775284 -0.010082323029607751
leaf_weight=0.0010373665442880587 0.0013881738061295602 0.0010669138765232273 0.0011630701705700149 0.0012770187295794901 0.0010371117226058621 0.0010180943123805125
leaf_count=361 337 198 254 355 2127 278
internal_value=0 0.00542687 -0.00197086 0.00132283 0.00551877 -0.00282123
internal_weight=0 0.00210428 0.00588347 0.00449529 0.00321828 0.00218116
internal_count=3910 559 3351 3014 2659 532
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=6
num_cat=0
split_feature=1 47 4 160 1
split_gain=1.26785e-05 2.62666e-05 2.80959e-05 2.38874e-05 4.29211e-05
threshold=0.13026000000000001 0.09252500000000001 0.05309500000000001 0.084835000000000008 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.2306261241636124e-05 0.00017569619537869739 -0.00031693914622037779 0.00021895221299334563 0.00018732856488368435 -0.00042344782000986451
leaf_weight=0.0019454312253044856 0.0012826731957169052 0.0010859601777136792 0.0018108622909367026 0.0010383670884789894 0.001342823144065408
leaf_count=1521 317 351 535 338 848
internal_value=0 -3.58473e-05 1.38888e-05 -7.19384e-05 -0.00015381
internal_weight=0 0.00722344 0.00613748 0.00432662 0.00328825
internal_count=3910 3593 3242 2707 2369
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=8
num_cat=0
split_feature=16 0 52 2 3 3 4
split_gain=1.52967e-05 2.3257e-05 5.38894e-05 4.13492e-05 4.79859e-05 2.01633e-05 1.64516e-05
threshold=-0.52908499999999992 -0.017269999999999997 -0.092854999999999979 0.11230000000000001 0.086245000000000016 -0.080364999999999978 -0.41745999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.00022709743150971188 -0.00044567470240916974 3.366731631638132e-05 0.00019585303914070718 -0.00023747583326551945 0.00050288321292388239 -0.00019389018596893706 0.00038462045373998912
leaf_weight=0.0010174382872897153 0.0010142022292149938 0.0010398719257457677 0.0010034070205010436 0.0013135409005145971 0.0011185446476114505 0.0010385805558937341 0.0010145779200228973
leaf_count=179 597 220 1345 373 120 866 210
internal_value=0 2.90274e-05 -3.75877e-05 5.49193e-05 0.000176441 -2.37527e-06 0.000206983
internal_weight=0 0.00754273 0.00548828 0.00447407 0.00316053 0.00204199 0.00205445
internal_count=3910 3731 3301 2704 2331 2211 430
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=6
num_cat=0
split_feature=1 42 160 4 4
split_gain=8.50569e-06 1.82237e-05 3.07198e-05 2.77519e-05 2.72616e-05
threshold=0.12730000000000002 0.086700000000000013 0.069910000000000014 -0.14963999999999997 0.05309500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0093883264205195435 0.0074422020982494149 -0.011436509906981954 0.015704930332081101 -0.019457545596833128 0.00032179162357239623
leaf_weight=0.0012912309355752223 0.0012815569541150748 0.0014359461399314818 0.0011523174076461216 0.0012352210306385725 0.0015987362336245335
leaf_count=259 345 1300 375 1322 309
internal_value=0 -0.00144822 0.00126947 -0.00276288 -0.00829932
internal_weight=0 0.00671345 0.00527751 0.00412519 0.00283396
internal_count=3910 3565 2265 1890 1631
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=7
num_cat=0
split_feature=42 51 43 0 2 4
split_gain=1.34792e-05 3.47483e-05 5.18376e-05 3.11838e-05 2.31263e-05 4.52545e-05
threshold=-1.0000000180025095e-35 -0.0093849999999999992 -0.057994999999999998 0.0059850000000000016 0.11290500000000002 0.015635000000000003
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=-0.00019726512672141062 -0.00025107317328460139 0.00037748217552052845 -9.365341294753487e-05 -0.00030750692736170629 -0.0001522275681571642 0.00048189089653940604
leaf_weight=0.0011668948187550073 0.00138366954759561 0.0017543097296690005 0.0010421253619635595 0.0010983187543813729 0.0011219995451042211 0.0010589987319597595
leaf_count=1060 752 867 689 123 233 186
internal_value=0 2.93591e-05 9.32237e-05 -2.21724e-05 7.50589e-05 0.00019643
internal_weight=0 0.00745942 0.00607575 0.00432144 0.00322312 0.00210112
internal_count=3910 2850 2098 1231 1108 875
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=7
num_cat=0
split_feature=2 160 0 16 2 2
split_gain=7.92843e-06 2.29485e-05 4.42884e-05 4.03957e-05 3.77042e-05 1.58869e-05
threshold=0.10946500000000002 -0.026849999999999995 0.012625000000000003 -0.110495 0.08400500000000001 0.12663500000000003
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=0.011423348693122577 0.011836311794043345 0.01579275419771933 -0.022089289156860148 -0.020363719320891288 0.0055768060082968494 -0.0045047469823931031
leaf_weight=0.0010244678400265295 0.001372736664699619 0.0011552576679712732 0.0011517510176183841 0.0011063688619437286 0.0011352644327648361 0.0010500355104346537
leaf_count=861 398 339 194 664 1085 369
internal_value=0 -0.00209801 -0.00514336 0.000602335 -0.00722626 0.00475406
internal_weight=0 0.00557311 0.00454864 0.00339689 0.00224163 0.00242277
internal_count=3910 3143 2282 2088 1749 767
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=6
num_cat=0
split_feature=1 12 4 52 0
split_gain=8.97785e-06 1.67069e-05 2.63352e-05 2.54543e-05 2.21265e-05
threshold=0.12730000000000002 0.098845000000000016 -0.0010999999999999996 -0.084699999999999984 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0052939310766472163 0.0076470660124948594 -0.01285677847920825 0.0030561723308997358 0.014269585282362773 -0.015031648024478329
leaf_weight=0.0010312857292881193 0.0012817816097069499 0.0010834800286472603 0.0012959398699838275 0.0018728779789962198 0.0014144483841077213
leaf_count=591 345 520 202 1583 669
internal_value=0 -0.0014878 0.000706158 0.00732246 -0.00638317
internal_weight=0 0.00669803 0.00561455 0.00290416 0.00271039
internal_count=3910 3565 3045 2174 871
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=6
num_cat=0
split_feature=43 52 16 2 43
split_gain=7.69544e-06 1.73675e-05 3.61502e-05 1.80547e-05 1.73652e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.008734999999999998 0.090420000000000014 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0025548007309565447 -0.01272889306048587 -0.014964073642602584 0.017211705720920862 0.0014371992400243787 0.01311678919854125
leaf_weight=0.0016659745113214843 0.0012262773464319556 0.001086598012452132 0.0010075634620689586 0.0017555350693908888 0.0012284033329059746
leaf_count=655 427 851 227 569 1181
internal_value=0 -0.0023649 0.000936439 -0.0048333 0.00409638
internal_weight=0 0.00507597 0.0038497 0.00284213 0.00289438
internal_count=3910 2074 1647 1420 1836
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=6
num_cat=0
split_feature=52 13 47 150 4
split_gain=8.02394e-06 2.03024e-05 2.44303e-05 3.33818e-05 4.85588e-05
threshold=0.11401500000000002 -0.090744999999999978 0.09252500000000001 0.086420000000000011 -0.0031049999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010456268176922643 -0.0080572756919731533 -0.0041721602928140354 -0.015914115134662562 -0.012912523818437778 0.021711803297203337
leaf_weight=0.0017735329455748723 0.0010737030521843485 0.0016616375746885475 0.0010075299143039338 0.0011592793102971313 0.0012854895217274261
leaf_count=520 647 1597 272 300 574
internal_value=0 0.00123689 -0.00196043 0.00146319 0.00711801
internal_weight=0 0.00688747 0.00511394 0.00410641 0.00294713
internal_count=3910 3263 2743 2471 2171
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=5
num_cat=0
split_feature=52 160 2 16
split_gain=8.23311e-06 1.94878e-05 2.05298e-05 4.80195e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0055460145874647341 -0.013243870435708972 0.009393884917058077 0.01041944944164111 -0.015169387949325333
leaf_weight=0.0019945890430408363 0.0012034653524876362 0.0015060149272440736 0.0015564720499370967 0.001687834984530723
leaf_count=971 1029 267 356 1287
internal_value=0 -0.0018773 0.00100235 -0.00358692
internal_weight=0 0.00595379 0.00475032 0.00319385
internal_count=3910 2939 1910 1554
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=7
num_cat=0
split_feature=151 4 16 51 43 0
split_gain=7.93557e-06 2.15724e-05 2.88564e-05 1.92023e-05 2.29108e-05 7.83782e-06
threshold=-0.084129999999999996 0.28937500000000005 -0.08755499999999998 -1.0000000180025095e-35 -0.062599999999999989 -0.11991499999999998
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=-0.0082810004735242668 -0.017182575403382801 0.013225008248398987 -0.0064763608534173511 0.020384347905405636 0.00082951960918441019 -0.0047646914737647095
leaf_weight=0.0010128468631811572 0.0010124835640550405 0.0012267366853592789 0.0011990526570406484 0.0010246346485949011 0.0014428209415325158 0.0010206553969408746
leaf_count=423 196 375 686 673 884 673
internal_value=0 0.00119561 -0.00139348 0.00390504 0.00894985 -0.0109487
internal_weight=0 0.00692638 0.00569965 0.00366651 0.00246746 0.00203314
internal_count=3910 3487 3112 2243 1557 869
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.30048e-05 3.55343e-05 2.72663e-05 3.04746e-05 6.07722e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00028356650102801445 -0.00021090505066081783 0.00036986878274661728 0.00030916624396962211 -0.00029721500221138828 0.00019470272458055828
leaf_weight=0.0011835226888575433 0.0010029481630755496 0.0010828220534228258 0.0011348641990784588 0.0019715406657086609 0.0018923278661049101
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.72848e-05 8.77791e-05 2.66731e-05 -5.62985e-05
internal_weight=0 0.00726508 0.00608155 0.00499873 0.00386387
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=150 1 42 3 15
split_gain=8.07592e-06 2.27572e-05 2.43157e-05 4.08139e-05 1.46518e-05
threshold=0.08486500000000001 0.12811000000000003 0.078965000000000021 0.092005000000000017 -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=0.017339602008056901 0.0062486821478775489 0.012097977465088566 -0.014403627836157127 -0.012909820779791713 0.001075029217894692
leaf_weight=0.0010485160142308086 0.0016353127196534721 0.0010122961702124659 0.0016350351495799074 0.0014299195318154302 0.0011740387173082263
leaf_count=537 453 286 1590 216 828
internal_value=0 -0.00163826 -0.00426807 0.000269125 0.00874803
internal_weight=0 0.00629981 0.00528751 0.00365247 0.00222255
internal_count=3910 3457 3171 1581 1365
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=6
num_cat=0
split_feature=151 48 16 13 4
split_gain=7.17589e-06 1.95484e-05 2.92072e-05 3.91994e-05 3.75344e-05
threshold=-0.084129999999999996 0.093225000000000016 -0.25582999999999995 1.0000000180025095e-35 -0.0025899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0078879394089967896 0.011202116392023781 0.012653510361567786 0.010181575529067061 -0.020976133919541718 -0.01191085569008872
leaf_weight=0.0010093869555133647 0.0014044429113556295 0.001215135705013414 0.0017462734976630293 0.0011751667517225215 0.0013742047954487312
leaf_count=423 433 348 1607 572 527
internal_value=0 0.00113805 -0.0013168 -0.0054098 0.00045245
internal_weight=0 0.00691522 0.00570009 0.00429565 0.00312048
internal_count=3910 3487 3139 2706 2134
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=7
num_cat=0
split_feature=16 13 0 47 0 1
split_gain=1.78811e-05 2.36269e-05 6.01524e-05 3.11537e-05 5.73806e-05 1.57093e-05
threshold=-0.52908499999999992 -0.13934999999999997 -0.017269999999999997 0.090280000000000013 -0.11287999999999999 0.093575000000000019
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=-0.00024757390858303797 -0.00020828324279397852 0.00010734084509765714 0.00042436237227434673 -0.00030604280452344631 -0.00022414369546800686 0.00045161062379374628
leaf_weight=0.0010299287053946648 0.0013407524681125866 0.0010291988169253735 0.0014762432676727506 0.001173324692303415 0.0015349252868793331 0.0010093380642330978
leaf_count=179 283 193 381 344 2391 139
internal_value=0 2.78138e-05 7.86809e-05 -2.88255e-05 6.21971e-05 0.000277799
internal_weight=0 0.00756378 0.00622303 0.00474679 0.00357346 0.00203854
internal_count=3910 3731 3448 3067 2723 332
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=7
num_cat=0
split_feature=43 4 1 0 2 3
split_gain=8.52059e-06 2.39198e-05 3.09313e-05 2.46484e-05 3.85015e-05 3.69339e-05
threshold=-0.18906999999999999 -0.23071499999999998 0.076710000000000014 -0.066689999999999985 0.089785000000000018 0.11265500000000002
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=0.0080104295526881638 -0.014229413878144798 -0.014524149674118631 -0.012552548705057003 0.018712844681389545 0.021843645306896069 -0.003682451697515104
leaf_weight=0.001133602838401933 0.0011901890602969024 0.0010035952537449794 0.0013258451352601464 0.0010031834520208738 0.0011177616463604952 0.0011500359828793198
leaf_count=261 293 1790 800 311 267 188
internal_value=0 -0.00135501 0.00138103 0.0048535 0.0009846 0.00889896
internal_weight=0 0.00679061 0.00560042 0.00459683 0.00359364 0.0022678
internal_count=3910 3649 3356 1566 1255 455
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=7
num_cat=0
split_feature=0 4 4 12 15 4
split_gain=7.86256e-06 1.87213e-05 2.93437e-05 1.43617e-05 2.99031e-05 7.06182e-05
threshold=0.076335000000000014 -0.06272999999999998 -0.0010999999999999996 0.098355000000000012 -0.13823999999999997 0.055260000000000011
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=-0.012339670277847726 0.0069603100861833278 0.015894273356245929 0.0082427779880959434 0.0076218894484752671 0.0061023128615635127 -0.030045959117286719
leaf_weight=0.0012706178633752332 0.0013424033168334057 0.0010787426498836362 0.0010144422500375505 0.0010384189483729021 0.0010465324759139337 0.0011175264035259067
leaf_count=1406 225 958 354 275 318 374
internal_value=0 -0.00143879 0.00117671 -0.00258823 -0.00592388 -0.0125648
internal_weight=0 0.00656628 0.00529566 0.00421692 0.0031785 0.00216406
internal_count=3910 3685 2279 1321 1046 692
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=7
num_cat=0
split_feature=43 47 16 48 12 15
split_gain=7.35509e-06 2.07796e-05 2.76542e-05 3.47172e-05 3.82416e-05 2.8703e-05
threshold=-0.18906999999999999 0.096770000000000009 0.081265000000000018 0.085875000000000021 0.084100000000000022 -0.015439999999999997
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=0.0074438861822248769 0.001437909600842797 0.011407498082153935 -0.01753399580051954 -0.014392754202275648 -0.0095105211007403302 0.02463594334080307
leaf_weight=0.0011327440347684197 0.0010573059422622558 0.0010863143759982929 0.0011502431276467252 0.0012439743680735995 0.0011455448860571158 0.0010763292283266467
leaf_count=261 392 345 529 371 1701 311
internal_value=0 -0.00126314 -0.00368925 -0.000168522 0.00522752 0.0131403
internal_weight=0 0.00675971 0.0056734 0.00452315 0.00327918 0.00213364
internal_count=3910 3649 3304 2775 2404 703
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=7
num_cat=0
split_feature=11 16 3 151 15 47
split_gain=1.4151e-05 2.9938e-05 2.55952e-05 2.93423e-05 6.55991e-05 7.20578e-06
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998 0.092255000000000018
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=-0.00025036993743384996 -0.00021807718509175858 0.00035699883852085326 0.00030281738205029872 -0.00041744950920745687 0.00020341635072636155 -0.00018343622069402836
leaf_weight=0.0012326525720195904 0.0010151278605983237 0.0010899196675404552 0.0011432684601414686 0.0010153130093742894 0.0019452818950842295 0.0010082890223529605
leaf_count=380 304 184 512 809 1475 246
internal_value=0 2.87282e-05 8.41985e-05 2.6037e-05 -5.36918e-05 -0.000300849
internal_weight=0 0.00743472 0.00620207 0.00511215 0.00396888 0.0020236
internal_count=3910 3606 3226 3042 2530 1055
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=7
num_cat=0
split_feature=3 39 1 13 3 4
split_gain=8.12331e-06 1.77997e-05 2.46264e-05 3.08009e-05 5.03002e-05 4.6284e-05
threshold=0.13772500000000001 0.005105000000000001 0.11593500000000001 -0.028919999999999998 -0.100615 0.015635000000000003
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=-0.013054655911515689 0.0077684345486664008 0.0096824338781262391 -0.017905430580038687 0.023054669200313283 -0.019525250504904515 0.0100189634272662
leaf_weight=0.001379927384683028 0.001146707371312985 0.0012042251236491028 0.0010037183394791946 0.0010252509167795517 0.0010031245713039117 0.0011248657314037543
leaf_count=1689 239 424 184 331 830 213
internal_value=0 -0.001336 -0.00373241 -0.00059427 0.00485867 -0.00390804
internal_weight=0 0.00674111 0.00553689 0.00453317 0.00315324 0.00212799
internal_count=3910 3671 3247 3063 1374 1043
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=6
num_cat=0
split_feature=52 4 12 1 43
split_gain=9.03723e-06 2.47091e-05 1.57653e-05 2.22187e-05 2.49413e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.10058500000000002 0.096230000000000024 -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=-0.0059092147551769812 -0.0041801837148666837 0.013344113316318656 -0.013377224932107993 -0.0073568782800417995 0.017371212391120876
leaf_weight=0.0012112103823068497 0.001004725193702346 0.0014823628366622209 0.0010528595612021331 0.001966260916188563 0.0011534972885686055
leaf_count=807 1274 383 379 520 547
internal_value=0 0.00468653 -0.00245535 0.000332689 0.00733831
internal_weight=0 0.00269357 0.00517734 0.00412448 0.00215822
internal_count=3910 1190 2720 2341 1821
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=7.82176e-06 2.71391e-05 2.3311e-05 2.25884e-05 4.41108e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.086425000000000016 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079508490844111632 0.014739309294198602 -0.012527427150112416 -0.0034829613721906703 -0.0098393059791751745 0.021292547567009511
leaf_weight=0.0010713315615594578 0.0012218499133656033 0.001468868029063642 0.0017401569315000475 0.0011353792571124509 0.0012241481699454394
leaf_count=1060 595 862 893 268 232
internal_value=0 0.00124309 -0.00171825 0.00215455 0.00674841
internal_weight=0 0.0067904 0.00556855 0.00409968 0.00296431
internal_count=3910 2850 2255 1393 1125
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=6
num_cat=0
split_feature=3 39 2 4 52
split_gain=7.99115e-06 1.593e-05 2.72487e-05 2.62229e-05 2.56364e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 -0.048794999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.010541636912095073 0.0077264729426902148 0.0091065587464449673 -0.017134834626473434 0.017878632873577872 -0.0017466291766229482
leaf_weight=0.0015176585353527906 0.0011415260414530384 0.0012018184774711315 0.0011712182908841864 0.0010782209666672547 0.0017394186025056827
leaf_count=1587 239 424 354 423 883
internal_value=0 -0.00132429 -0.00360087 5.545e-05 0.00576333
internal_weight=0 0.00670833 0.00550652 0.0043353 0.00281764
internal_count=3910 3671 3247 2893 1306
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=7
num_cat=0
split_feature=1 47 4 150 13 2
split_gain=1.82136e-05 5.39024e-05 2.75769e-05 4.12647e-05 3.18384e-05 3.67104e-05
threshold=0.11235500000000002 0.084155000000000021 -0.0010999999999999996 0.085200000000000012 -0.084184999999999996 0.088055000000000008
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=-0.00030340711653691082 0.00031629125824658396 -0.00024495578547538573 -0.0004993595343748844 1.2463806856444671e-05 0.00037912597567334215 -0.00011417344211323806
leaf_weight=0.0010994598621878525 0.0014063699149441855 0.0012361870492907788 0.0015323697275485067 0.0010013770835210871 0.001027214430213249 0.0013322105938242601
leaf_count=641 439 192 710 160 903 865
internal_value=0 5.37401e-05 -0.000141668 -0.000297079 -2.7825e-05 0.000100593
internal_weight=0 0.00264256 0.00599263 0.00253375 0.00345888 0.00235943
internal_count=3910 631 3279 870 2409 1768
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=7
num_cat=0
split_feature=51 12 48 1 2 1
split_gain=7.75232e-06 2.31036e-05 2.52958e-05 5.13884e-05 3.94697e-05 1.02779e-05
threshold=0.08955500000000001 -0.036459999999999992 0.087035000000000015 0.11198000000000001 0.10113500000000002 0.079355000000000023
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=-0.012516980599320894 -0.0076705211331973919 0.00032901367034102831 -0.01049612967500714 0.023190310724120027 -0.015525212187591522 0.014055894273540754
leaf_weight=0.0010353852981300274 0.001149082598157351 0.0010036813312625146 0.001024396519099257 0.0013625091369369432 0.0010842821468133933 0.001194757307156933
leaf_count=442 487 1282 327 231 452 689
internal_value=0 0.00121921 0.00372771 0.00686444 8.83099e-05 0.00778899
internal_weight=0 0.00670501 0.00566963 0.00464523 0.00328272 0.00219844
internal_count=3910 3423 2981 2654 2423 1971
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=7
num_cat=0
split_feature=40 48 4 150 15 52
split_gain=1.16388e-05 3.28673e-05 3.87093e-05 6.9388e-05 4.7819e-05 2.39691e-05
threshold=-0.018084999999999997 0.10329000000000001 -0.034289999999999994 0.086420000000000011 -0.064869999999999983 0.031990000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00016627404772403555 -0.00040885123528203296 -0.00034854379497440015 9.7608864897329026e-05 -0.00028938714735929317 0.00062516916839337766 1.7827787004498297e-05
leaf_weight=0.0013034962805451855 0.0010203723929503392 0.0010886811331099373 0.0017249866270924034 0.0010606731488466636 0.0010705055290391463 0.0010044940395463101
leaf_count=412 847 230 851 305 417 848
internal_value=0 -3.55897e-05 2.23436e-05 0.000137618 0.000299633 -0.000197185
internal_weight=0 0.00696971 0.00588103 0.00385617 0.00279549 0.00202487
internal_count=3910 3498 3268 1573 1268 1695
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=6
num_cat=0
split_feature=0 42 43 16 52
split_gain=8.923e-06 2.49117e-05 4.26249e-05 4.51496e-05 3.71944e-05
threshold=0.039665000000000006 0.088115000000000013 -1.0000000180025095e-35 -0.19424999999999998 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01992088425166005 0.0067690524181521425 0.010475952373296391 -0.01542960602636839 -0.0021966678913150537 0.022730593625038407
leaf_weight=0.0013795155234005087 0.0015329079233463863 0.0013209118109299752 0.0011683076997027445 0.0013991361091589612 0.001046168325820139
leaf_count=1520 315 1175 237 293 370
internal_value=0 -0.00173634 -0.00496705 0.000741657 0.0084679
internal_weight=0 0.00631404 0.00499313 0.00361361 0.0024453
internal_count=3910 3595 2420 900 663
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=6
num_cat=0
split_feature=49 51 42 13 1
split_gain=8.03754e-06 3.50212e-05 3.91106e-05 2.78537e-05 3.10608e-05
threshold=-0.047894999999999993 0.07919000000000001 0.084100000000000022 0.0099250000000000015 0.079945000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0058054841597249152 0.024750336667371607 -0.018610140456211 -0.013657162018961836 -0.0072151072383641948 0.0030564488068777077
leaf_weight=0.0017959119613078353 0.001128449785665706 0.0010297330234960572 0.0012530716921564117 0.0010348712364649116 0.0015898240933099304
leaf_count=505 614 454 1356 444 537
internal_value=0 -0.00181494 0.00163968 0.00674688 0.0120623
internal_weight=0 0.00603595 0.00500622 0.00375315 0.00271827
internal_count=3910 3405 2951 1595 1151
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=6
num_cat=0
split_feature=43 13 2 3 2
split_gain=8.55981e-06 1.73872e-05 2.22132e-05 3.31549e-05 1.7248e-05
threshold=-0.057994999999999998 -0.10939499999999998 0.11230000000000001 0.0048550000000000008 0.096540000000000015
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0015545539595388717 0.0066314321350027768 -0.013688374864176742 -0.018123528496052331 0.0097365954658440012 0.014703274001472658
leaf_weight=0.0017996003664718207 0.0014602352952992259 0.0011161072870443343 0.0011013472202903492 0.0013173899649572404 0.0010237785922377317
leaf_count=1287 326 1279 281 250 487
internal_value=0 -0.00254804 -0.00634005 -0.00100711 0.00434066
internal_weight=0 0.00499508 0.00353484 0.0024335 0.00282338
internal_count=3910 2136 1810 1529 1774
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=6
num_cat=0
split_feature=2 4 2 12 0
split_gain=8.34847e-06 1.802e-05 2.31262e-05 1.82838e-05 1.69549e-05
threshold=0.10946500000000002 -0.10647999999999999 1.0000000180025095e-35 0.093535000000000021 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.011691699617963465 -0.002886810671208993 -0.015243904858275495 0.009179319188677806 0.0036053731924513173 0.014105666274079274
leaf_weight=0.0014649532633823235 0.0012803800044128132 0.0010581894471606746 0.0019191851390123913 0.0010017854662172899 0.0010846023878792761
leaf_count=347 168 588 1896 312 599
internal_value=0 -0.00220975 0.0012811 -0.00607732 0.00490609
internal_weight=0 0.00544411 0.00397916 0.00205997 0.00236498
internal_count=3910 3143 2796 900 767
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=7
num_cat=0
split_feature=0 51 4 16 1 0
split_gain=7.78164e-06 2.99425e-05 3.02157e-05 2.01606e-05 1.93873e-05 6.5943e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.28937500000000005 -0.19424999999999998 0.095575000000000007 0.12346000000000001
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=-0.016751175501227369 0.010974626102700863 -0.014291525703581543 0.016866552838443228 -0.0051776919346644057 0.012696272586241267 -0.00019692071372965633
leaf_weight=0.0011051075164822755 0.0010088562374912886 0.0010603728533565174 0.0010091581563552482 0.0014791038782212852 0.0010290316430193347 0.0011094162179446226
leaf_count=540 282 247 305 1982 390 164
internal_value=0 -0.00197767 0.00158884 -0.00273162 0.00215559 0.00512368
internal_weight=0 0.00568277 0.00457767 0.00356851 0.00250814 0.00211827
internal_count=3910 3464 2924 2619 2372 446
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=6
num_cat=0
split_feature=151 3 13 1 1
split_gain=8.86906e-06 2.51333e-05 2.97507e-05 4.11791e-05 8.02583e-05
threshold=-0.084764999999999993 -0.13927999999999999 -0.083354999999999985 0.11593500000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00017465869336752993 0.00028136413676476606 0.00018598277985314642 -0.00026383576878365568 -0.00042197787326553186 0.00039249208644770889
leaf_weight=0.0010064136396642559 0.0011950756229511623 0.0017290647523678874 0.0017463892759769469 0.0012257979293474252 0.0012144603137115479
leaf_count=406 339 944 1656 276 289
internal_value=0 2.20052e-05 -3.03898e-05 -0.000119751 5.37214e-06
internal_weight=0 0.00711079 0.00591571 0.00418665 0.00296085
internal_count=3910 3504 3165 2221 1945
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=7
num_cat=0
split_feature=151 51 4 2 13 1
split_gain=2.07363e-05 3.39848e-05 5.43282e-05 3.97577e-05 8.10551e-05 3.31694e-05
threshold=-0.084764999999999993 0.083165000000000017 0.28937500000000005 0.10393500000000001 -0.083514999999999992 0.095575000000000007
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=-0.00025026968009656718 0.00056218362899506649 -0.00022809973720856101 0.00048034382414472842 -0.00027337529378603946 -0.00027639186884916071 0.00017375676407495856
leaf_weight=0.001078384761780531 0.0011110897294692355 0.0014678763212875078 0.0011897040585503935 0.0013498749118434502 0.0013911600642796699 0.0011492362023302607
leaf_count=406 612 527 353 475 1278 259
internal_value=0 4.01415e-05 0.00010374 1.41554e-05 0.000120449 -7.27516e-05
internal_weight=0 0.00765894 0.00619106 0.00500136 0.00365149 0.0025404
internal_count=3910 3504 2977 2624 2149 1537
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
num_cat=0
split_feature=43 3 1 13 52
split_gain=8.25248e-06 1.7685e-05 1.67765e-05 2.34351e-05 2.2703e-05
threshold=-0.057994999999999998 -0.075954999999999981 0.11849500000000002 -0.0041499999999999983 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0025628731827651643 -0.016149477372339668 0.013437433894015822 0.0085284026221293871 -0.010564177578299914 0.0084523866248003097
leaf_weight=0.0016150344466571579 0.0013578456621618261 0.0012071062276564869 0.0010829676324212428 0.0011180318874996775 0.001431751632454338
leaf_count=1238 1191 536 271 318 356
internal_value=0 0.00428089 -0.00248505 -0.00553734 0.000113983
internal_weight=0 0.00282214 0.0049906 0.00390763 0.00254978
internal_count=3910 1774 2136 1865 674
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=5
num_cat=0
split_feature=52 160 13 3
split_gain=7.50911e-06 1.84447e-05 2.81628e-05 2.88426e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0053269090580196467 -0.01302774460221038 0.011748331724008427 -0.015612083256756247 0.00391795092756826
leaf_weight=0.0019557662187315748 0.0011755191954399497 0.0015992467037445192 0.0013428016291912172 0.001730962622536302
leaf_count=971 1029 542 1086 282
internal_value=0 -0.00183089 0.000985741 -0.00461392
internal_weight=0 0.00584853 0.00467301 0.00307376
internal_count=3910 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=6
num_cat=0
split_feature=151 4 0 2 1
split_gain=9.6027e-06 2.28077e-05 3.56279e-05 1.93711e-05 2.84195e-05
threshold=-0.084764999999999993 0.27020000000000005 -0.15517999999999996 0.10113500000000002 0.081005000000000008
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00018210548417464632 -0.00035768430647066372 0.0002490255625125366 0.0003334821417233181 -0.00014306517278077157 -3.7362486724201273e-05
leaf_weight=0.00101251453841553 0.0010558647065209894 0.0013736322068884383 0.001423321932118624 0.0015034712322431133 0.0017983104864686223
leaf_count=406 162 421 1415 660 846
internal_value=0 2.19121e-05 -3.2053e-05 4.07121e-05 0.000126477
internal_weight=0 0.0071546 0.00578097 0.0047251 0.00322163
internal_count=3910 3504 3083 2921 2261
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=6
num_cat=0
split_feature=0 47 52 1 16
split_gain=7.45778e-06 2.77679e-05 1.92096e-05 3.02495e-05 6.30224e-06
threshold=-0.017269999999999997 0.09252500000000001 -0.074484999999999982 0.089825000000000002 0.11346000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0073801404828698035 -0.00068966805411928658 -0.014256775965525888 -0.0069906965986432888 0.014452431587709792 0.010231962007016239
leaf_weight=0.0014408404420004042 0.0010090870774283642 0.0013817331236376518 0.001024626255664646 0.0018379489370456571 0.0011090184296470291
leaf_count=713 221 387 1691 673 225
internal_value=0 -0.00192303 0.00203707 0.00677711 0.00502879
internal_weight=0 0.00568515 0.00430342 0.00286258 0.00211811
internal_count=3910 3464 3077 2364 446
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=7
num_cat=0
split_feature=151 52 13 1 1 0
split_gain=1.37349e-05 2.87937e-05 4.75138e-05 4.08035e-05 5.5833e-05 5.87456e-05
threshold=-0.084764999999999993 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.072559999999999986
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=-0.0002137904335505837 0.00032953459574406262 -0.00028244354196286012 -0.00046839927670631242 -0.00037965809154339196 0.00038521406074694267 0.00018345676350275399
leaf_weight=0.0010583858060167692 0.001942196302743387 0.001011503476948403 0.0010254281615508587 0.0010323022915196332 0.0012998486432089533 0.001103580430365484
leaf_count=406 833 620 1103 248 329 371
internal_value=0 2.49871e-05 7.35502e-05 -3.78943e-05 6.49982e-05 -0.000130507
internal_weight=0 0.00741486 0.00640336 0.00446116 0.00342886 0.00212901
internal_count=3910 3504 2884 2051 1803 1474
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=6
num_cat=0
split_feature=43 43 13 2 3
split_gain=8.08361e-06 1.55002e-05 1.45502e-05 2.38999e-05 2.71372e-05
threshold=-0.047174999999999988 -0.091114999999999988 -0.10939499999999998 0.11230000000000001 0.0048550000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0021202254368792701 0.0059227244123992362 0.012838666744827289 -0.011985731723551085 -0.018301976708654352 0.0092452597619314663
leaf_weight=0.0016333178611965412 0.0014600206601476928 0.0012027932535061217 0.0011072311347963442 0.0010838814124804839 0.0013194946739176676
leaf_count=655 326 1181 1246 255 247
internal_value=0 0.00422383 -0.00246685 -0.00595597 -0.000441708
internal_weight=0 0.00283611 0.00497063 0.00351061 0.00242673
internal_count=3910 1836 2074 1748 1493
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 47
split_gain=9.41933e-06 1.91645e-05 3.51324e-05 2.70302e-05 6.12856e-05 2.02285e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005 0.09252500000000001
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=0.00016638453124557232 -8.3634555528510487e-05 0.0001630840743261796 0.00026981261628414755 -0.00041181714952746515 0.0002387641084814354 -0.00045855585350129436
leaf_weight=0.0010406757944858656 0.0010661745756627588 0.0015109135782696457 0.0012406228600533721 0.0011300788971747269 0.001097174422661335 0.0011501188703858553
leaf_count=317 803 427 488 1127 406 342
internal_value=0 -3.3195e-05 -8.53682e-05 3.78663e-05 -9.13322e-05 -0.000278195
internal_weight=0 0.00719508 0.00568417 0.00346788 0.00222725 0.00221629
internal_count=3910 3593 3166 2021 1533 1145
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=6
num_cat=0
split_feature=49 13 1 2 49
split_gain=1.97102e-05 3.38209e-05 4.42498e-05 5.10238e-05 2.95507e-05
threshold=0.10513500000000002 -0.090744999999999978 0.11986000000000001 0.087005000000000013 -0.045004999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00019052505783524523 0.000257235417884358 0.00021692077423904319 -0.00044107433630614825 6.4801819683953422e-05 -0.00035997269231014553
leaf_weight=0.0019327977249491987 0.0010053721916655411 0.0019825306821573837 0.0012188989446380895 0.0010166382048058184 0.0016542309188806261
leaf_count=579 366 1264 243 227 1231
internal_value=0 -3.4455e-05 -0.000108505 -2.13921e-05 -0.000198287
internal_weight=0 0.0078051 0.0058723 0.0046534 0.00267087
internal_count=3910 3544 2965 2722 1458
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=8.61892e-06 1.76348e-05 2.83198e-05 2.56264e-05
threshold=0.11202500000000001 -0.057994999999999998 -0.074014999999999984 -0.095799999999999982
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0066858927346441221 0.0070305280280346001 -0.0092168731752570975 -0.017376482420364225 0.008500671402827174
leaf_weight=0.0018343553306791908 0.0014125660804546704 0.0015611367455150495 0.0013046283888880814 0.0017111789894254843
leaf_count=1532 288 385 605 1100
internal_value=0 -0.00159846 -0.00491867 4.80916e-05
internal_weight=0 0.0064113 0.00457694 0.00327232
internal_count=3910 3622 2090 1485
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=7
num_cat=0
split_feature=49 43 160 49 13 12
split_gain=1.33963e-05 2.65824e-05 3.63718e-05 4.17991e-05 4.56124e-05 2.64746e-05
threshold=0.10251500000000001 -0.074254999999999988 -0.026849999999999995 -0.029304999999999998 -0.11267999999999999 0.090385000000000007
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=-6.6131419095370896e-05 0.00021065255150447206 0.00021102872456885469 6.2015772971845719e-05 -7.1133024520805903e-05 -0.00062347803804828003 0.00032056005780834379
leaf_weight=0.0013793392464349296 0.0010159593359820307 0.001009256696816732 0.0013727587427001049 0.0010628993726296205 0.001251732400536564 0.0013439493932157309
leaf_count=910 408 448 226 141 1308 469
internal_value=0 -2.94236e-05 -0.000118791 -0.000209064 -0.000369836 0.000124702
internal_weight=0 0.00741994 0.00469665 0.00368739 0.00231463 0.00272329
internal_count=3910 3502 2123 1675 1449 1379
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=6
num_cat=0
split_feature=0 43 13 2 12
split_gain=7.68784e-06 2.61474e-05 2.7587e-05 1.89067e-05 5.44244e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.096750000000000017 0.091475000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01306594331615234 0.010302274690449087 0.012961789086750154 0.0049146707385313666 -0.012003789927169009 0.00017686965548991719
leaf_weight=0.0015432713048079043 0.0010326876851361804 0.0015101516585714629 0.0012572413332766035 0.00139171283188344 0.0010923732568030101
leaf_count=1197 280 1155 755 357 166
internal_value=0 -0.00194953 0.00217532 -0.00397398 0.00509738
internal_weight=0 0.00570238 0.00415911 0.00264895 0.00212506
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=7
num_cat=0
split_feature=2 52 4 4 12 0
split_gain=1.13866e-05 2.31664e-05 2.29004e-05 2.83238e-05 3.05758e-05 1.89239e-05
threshold=0.10946500000000002 0.092885000000000009 0.15045000000000003 -0.0010999999999999996 0.080120000000000011 -0.13506999999999997
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=0.0002682228607930391 -3.4245123599418625e-05 -0.00031718149960715224 0.00024527189484075361 -0.00030592690157932041 -0.00018311747265003906 0.00031140401649872165
leaf_weight=0.0012410091059827401 0.0014859609400997061 0.0010299192294853177 0.0011708361069760909 0.0012698910303082971 0.0010786403162858498 0.0010318436156420401
leaf_count=297 208 663 231 434 1518 559
internal_value=0 -5.05402e-05 7.14828e-06 -7.05229e-05 5.8349e-05 0.000107408
internal_weight=0 0.0057903 0.00476038 0.00358954 0.00231965 0.0025178
internal_count=3910 3143 2480 2249 1815 767
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=7
num_cat=0
split_feature=16 12 51 42 15 16
split_gain=1.66338e-05 2.1718e-05 3.25088e-05 3.79058e-05 4.87611e-05 7.56648e-05
threshold=-0.52908499999999992 -0.051479999999999991 0.08955500000000001 0.085545000000000024 -0.09547499999999999 -0.014099999999999998
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=-0.00024296927209209383 -0.00023525366888041494 0.00054637601999252142 -0.00024145346289858517 -0.00017630465273670218 -0.00034334891347157366 0.00031604093681236701
leaf_weight=0.0010117286426194957 0.001059563141217538 0.001231975792110694 0.0010869563975321106 0.0012007940795625343 0.0010392638476517816 0.0018782845130074035
leaf_count=179 436 313 426 1171 740 645
internal_value=0 2.48752e-05 6.7692e-05 0.000130497 0.00021928 8.11588e-05
internal_weight=0 0.00749684 0.00643727 0.00535032 0.00414952 0.00291755
internal_count=3910 3731 3295 2869 1698 1385
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=7
num_cat=0
split_feature=1 3 3 3 13 2
split_gain=7.91311e-06 3.61523e-05 2.95878e-05 3.05279e-05 1.98895e-05 3.70944e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.12046500000000002 -0.084184999999999996 0.088055000000000008
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=0.012493225059276917 -0.0095487015411960443 -0.019677107920160603 0.020834095582141169 -0.0024936004369966866 0.011046179741660724 -0.014636384561162076
leaf_weight=0.0011441157167788453 0.0011398709351036823 0.0010279754957427671 0.001231705980186488 0.001030197174249156 0.0010351317994446723 0.0012313893966876478
leaf_count=292 249 775 369 241 939 1045
internal_value=0 -0.00282132 0.0035888 0.0102094 -0.00813976 -0.00290703
internal_weight=0 0.00443861 0.00340177 0.0022619 0.0032945 0.00226652
internal_count=3910 3051 859 610 2759 1984
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=7
num_cat=0
split_feature=42 160 49 16 15 0
split_gain=1.13173e-05 2.22776e-05 5.67026e-05 2.66554e-05 6.24524e-05 2.85761e-05
threshold=0.092145000000000019 0.084835000000000008 -0.0019649999999999997 -0.23935499999999996 -0.038029999999999987 -0.014809999999999999
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=-0.00037633393194548017 -0.00018715987725497762 0.00026598777221837277 0.00035299389378261521 -0.00036235435937549297 0.00039822180437891079 -4.5150211769610934e-05
leaf_weight=0.0013682664374311581 0.0011435317132305048 0.0012045036342476865 0.0010501438008445546 0.0012120632181345458 0.0011901190853629657 0.0010537262054331445
leaf_count=513 832 432 208 656 1054 215
internal_value=0 2.30704e-05 -2.67387e-05 7.94162e-05 -3.71566e-06 0.000190011
internal_weight=0 0.00707882 0.00587432 0.00450605 0.00345591 0.00224385
internal_count=3910 3078 2646 2133 1925 1269
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=7
num_cat=0
split_feature=151 48 51 4 4 4
split_gain=1.59971e-05 3.13414e-05 5.41006e-05 4.43633e-05 3.45121e-05 3.07622e-05
threshold=-0.084764999999999993 0.096835000000000018 0.081825000000000009 0.15045000000000003 -0.017449999999999997 -0.23071499999999998
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=-0.00023131365110715902 -0.00016014122911169591 0.00032448033632764741 -0.00044301264033988594 0.00032147906043623957 -0.0003344226131020964 0.00028832639281835357
leaf_weight=0.001049010179240098 0.001144048150791908 0.0011525231170573785 0.0010094907452834912 0.0016268713216766829 0.0012343605006259499 0.0012099994464841242
leaf_count=406 200 295 422 483 696 1408
internal_value=0 2.74662e-05 -2.75263e-05 5.2897e-05 -6.88697e-05 7.03747e-05
internal_weight=0 0.00737729 0.00622477 0.00521528 0.00358841 0.00235405
internal_count=3910 3504 3209 2787 2304 1608
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=7
num_cat=0
split_feature=4 12 3 47 16 12
split_gain=1.56859e-05 2.91292e-05 2.5093e-05 2.45937e-05 3.0678e-05 1.57641e-05
threshold=0.27020000000000005 -0.051479999999999991 0.11476000000000001 0.085165000000000018 -0.094359999999999986 0.084100000000000022
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=-0.00034957987465706908 0.00016395053399345116 -0.00041254094418475667 0.00026999033750520066 0.0001808462520935127 0.00013298850271842186 -0.00019482568644755131
leaf_weight=0.0010075798346905751 0.001800252791905428 0.0010807508991090933 0.0011567549347324835 0.0012597165164338021 0.0012780581982074755 0.0010094565542298267
leaf_count=281 472 398 140 375 386 1858
internal_value=0 -4.19087e-05 1.16812e-05 -5.28827e-05 -0.000140296 -1.16725e-05
internal_weight=0 0.00679232 0.00578474 0.00462798 0.00336827 0.00228751
internal_count=3910 3438 3157 3017 2642 2244
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=6
num_cat=0
split_feature=13 47 1 52 4
split_gain=1.20859e-05 2.41989e-05 3.83066e-05 3.42843e-05 3.57446e-05
threshold=0.11202500000000001 0.09252500000000001 0.076710000000000014 -0.074484999999999982 0.0033150000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00022176264895327723 0.00015325946106074133 -0.00029209437298351204 -0.00015875091219952103 -4.5756140336469733e-05 0.00041880740757854312
leaf_weight=0.0018134609296399451 0.0015155380053117999 0.0012085860178860297 0.001159006749515845 0.0010205271392063151 0.0016933330859756858
leaf_count=1784 288 385 436 591 426
internal_value=0 -4.01292e-05 1.34241e-05 0.00012355 0.000244112
internal_weight=0 0.00689491 0.00568633 0.00387287 0.00271386
internal_count=3910 3622 3237 1453 1017
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=6
num_cat=0
split_feature=4 151 4 1 2
split_gain=8.1985e-06 1.72611e-05 2.67092e-05 2.21138e-05 1.55161e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.0021099999999999995 0.081005000000000008 0.080080000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0089850646161961541 0.0062417663198002845 0.0082576956768170093 -0.0046844301182656133 -0.010056763655183399 -0.021894130660961506
leaf_weight=0.001215729820283889 0.0016407952939664489 0.0019006092851765444 0.0010983700795604986 0.0010094482402891762 0.0010016290625861591
leaf_count=561 472 1318 215 792 552
internal_value=0 -0.001704 -0.00429779 0.00190473 -0.0128929
internal_weight=0 0.00622579 0.00501006 0.00291006 0.0021
internal_count=3910 3438 2877 2110 767
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=6
num_cat=0
split_feature=151 48 51 4 2
split_gain=8.26668e-06 2.42858e-05 3.47244e-05 3.71447e-05 1.98462e-05
threshold=-0.083919999999999981 0.096835000000000018 1.0000000180025095e-35 0.15045000000000003 0.086875000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0085203526872001112 -0.01284676379129545 0.014991295225143565 -0.017718460736616332 0.015264967907338479 0.003037147341237978
leaf_weight=0.0010033393363056272 0.001376521682336573 0.0010761322514864884 0.0010607684887204375 0.0015057613026745213 0.0018355272542456332
leaf_count=435 1153 295 494 478 1055
internal_value=0 0.00119826 -0.00137038 0.00230537 -0.00376989
internal_weight=0 0.00685471 0.00577858 0.00471781 0.00321205
internal_count=3910 3475 3180 2686 2208
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=7
num_cat=0
split_feature=49 43 160 49 13 2
split_gain=1.38206e-05 3.13866e-05 3.90083e-05 3.84123e-05 6.18562e-05 3.45523e-05
threshold=0.10251500000000001 -0.074254999999999988 -0.026849999999999995 -0.029304999999999998 -0.11267999999999999 0.093815000000000009
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=-3.313085150922804e-05 0.0002129245462311421 0.00021045395864807321 3.8224373212466064e-05 -2.2583641703504909e-05 -0.00066604870109058677 0.00042477571844375632
leaf_weight=0.0017262649832031928 0.0010020682100895647 0.0010167065060942377 0.0013601603492306262 0.0010435407354817934 0.0012775356640339708 0.001000884744244005
leaf_count=982 408 448 226 141 1308 397
internal_value=0 -3.23966e-05 -0.000129526 -0.000223424 -0.000376751 0.000134924
internal_weight=0 0.00742509 0.00469794 0.00368124 0.00232108 0.00272715
internal_count=3910 3502 2123 1675 1449 1379
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=7
num_cat=0
split_feature=42 49 1 15 0 52
split_gain=7.98341e-06 2.25309e-05 2.62326e-05 3.59982e-05 2.09616e-05 1.92594e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.11198000000000001 -0.07142999999999998 -0.032484999999999993 -0.048794999999999991
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=0.0019137253474155935 -0.0079882001741831982 -0.015500053027269907 0.01671692290494883 0.017489681231848127 -0.0016548267568032805 -0.017306858941156508
leaf_weight=0.0010755682108689983 0.0010888080219912675 0.001006947413176815 0.0013719085877677141 0.0010609086385414384 0.0012408347600907841 0.0010116920459892625
leaf_count=339 832 623 303 1202 240 371
internal_value=0 0.00123777 0.00509079 0.000270152 0.00716917 -0.00740246
internal_weight=0 0.00676786 0.0046806 0.00330869 0.00230174 0.00208726
internal_count=3910 3078 2368 2065 1442 710
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=7
num_cat=0
split_feature=49 3 3 49 0 2
split_gain=8.17835e-06 2.83953e-05 1.99044e-05 1.77498e-05 2.1835e-05 2.95154e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.12817999999999996 1.0000000180025095e-35 -0.053834999999999994 0.081110000000000015
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=0.017266404788687711 -0.012531605899819671 -0.0062111310100198564 -0.0017311072567955839 -0.0097457080148829148 -0.0061624577878643776 0.021671658497555507
leaf_weight=0.0010168528723312072 0.0013624967151396467 0.0010441432950769841 0.0010024092381247095 0.0010956522027868506 0.0011569954147565161 0.0011654872201736987
leaf_count=361 337 198 665 802 268 1279
internal_value=0 0.0053722 -0.00196425 0.00129281 0.00493033 0.0108505
internal_weight=0 0.002061 0.00578304 0.00442054 0.00332489 0.0021679
internal_count=3910 559 3351 3014 2212 1944
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=5
num_cat=0
split_feature=4 0 15 2
split_gain=1.30129e-05 2.20984e-05 3.12473e-05 2.75253e-05
threshold=0.27020000000000005 -0.06402999999999999 -0.074174999999999977 0.10113500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=3.7846547345772794e-05 0.00014914295895417258 0.00024891609405386784 -0.00031074716723501468 -0.00015371992125457593
leaf_weight=0.0020007007741820512 0.001755776079688182 0.0016991123902799546 0.0019543562539115723 0.0010600320669956176
leaf_count=872 472 290 1932 344
internal_value=0 -4.0452e-05 -0.000134408 9.42279e-05
internal_weight=0 0.0067142 0.00395506 0.00275914
internal_count=3910 3438 2804 634
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=7
num_cat=0
split_feature=0 51 4 16 0 0
split_gain=7.45037e-06 2.72833e-05 2.34543e-05 1.8516e-05 2.10884e-05 5.44716e-06
threshold=-0.017269999999999997 -0.07742499999999998 0.28937500000000005 -0.19424999999999998 -0.10131499999999999 0.12346000000000001
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=-0.015982286354599327 0.01034155680219313 -0.013325787653260757 0.014958505136915094 0.010541376339580778 -0.007854889832356042 0.00021572380080220083
leaf_weight=0.0011106668190040891 0.0010096731666393655 0.0010698965831100393 0.0010082057019477715 0.0014032113607604499 0.0011209174012529475 0.0011212122775401245
leaf_count=540 282 247 305 310 2062 164
internal_value=0 -0.00191494 0.00147996 -0.00230107 0.00237195 0.00501363
internal_weight=0 0.0057129 0.00460223 0.00359403 0.00252413 0.00213089
internal_count=3910 3464 2924 2619 2372 446
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=7
num_cat=0
split_feature=52 160 49 3 4 2
split_gain=7.06479e-06 2.14345e-05 3.05944e-05 4.4693e-05 6.21623e-05 3.05712e-05
threshold=0.11110500000000002 -0.026849999999999995 -0.081419999999999979 -0.13309499999999996 0.15045000000000003 0.090815000000000021
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=0.011701227487801955 0.006925168280534107 0.011918946462253341 -0.025461071259477865 -0.00042056360937021845 0.019050535608483979 -0.022756683224511368
leaf_weight=0.0010601819599994171 0.0012310957150012377 0.0010102106092828257 0.0010454463294948041 0.001371231045027126 0.00100797394560801 0.0011078355518432364
leaf_count=619 673 218 262 1246 314 578
internal_value=0 -0.00132624 -0.00381808 -0.00732558 -0.00188839 -0.010402
internal_weight=0 0.00660288 0.0055427 0.00453249 0.00348704 0.00247907
internal_count=3910 3237 2618 2400 2138 1824
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=5
num_cat=0
split_feature=0 160 1 52
split_gain=8.92171e-06 2.70135e-05 4.12981e-05 1.95275e-05
threshold=-0.060094999999999989 -1.0000000180025095e-35 0.10113500000000002 0.091210000000000013
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.016088205586829229 -0.0019172475446010339 -0.0088739430007240324 0.011901609482195007 0.015233457090088219
leaf_weight=0.0011412678264708671 0.0017921358611126164 0.0019271079308755519 0.0019003094061299398 0.0010544858941658117
leaf_count=1031 552 1739 434 154
internal_value=0 -0.00258524 0.0014411 0.00443596
internal_weight=0 0.00496869 0.00382742 0.00284662
internal_count=3910 3204 2173 706
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=6
num_cat=0
split_feature=11 16 3 12 2
split_gain=1.14728e-05 3.64461e-05 2.29601e-05 3.45182e-05 3.04759e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.015794999999999997 0.085465000000000013 0.097940000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00029107910702004378 -0.00020103884040439802 0.00050895439200749899 -0.0001854693320175672 4.1448317207325992e-05 0.00017846812284761889
leaf_weight=0.0011909202506808761 0.0010025494971997451 0.0010045151373887808 0.0019187302286757771 0.0015351750163771773 0.001641401607615054
leaf_count=380 304 628 325 1935 338
internal_value=0 2.2673e-05 8.39295e-05 0.000226359 -1.76757e-05
internal_weight=0 0.00729074 0.00609982 0.00253969 0.00356013
internal_count=3910 3606 3226 2563 663
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=6
num_cat=0
split_feature=3 13 3 2 2
split_gain=1.33547e-05 3.1102e-05 6.12781e-05 5.13145e-05 2.16778e-05
threshold=-0.13927999999999999 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.090695000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00016695263123610855 0.00016724665725043321 -0.00054537746620302301 -5.1634238340486886e-06 -0.00036166417124015447 0.0003544177011948358
leaf_weight=0.0014758205191155059 0.0019961084416823191 0.0010399771091379579 0.0016128189979034608 0.0011160237655470175 0.0010737127493566244
leaf_count=373 1107 1317 441 311 361
internal_value=0 -3.87136e-05 -0.000123611 -8.26041e-06 0.000138549
internal_weight=0 0.00683864 0.00484253 0.00380256 0.00268653
internal_count=3910 3537 2430 1113 802
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=6
num_cat=0
split_feature=0 43 13 48 4
split_gain=1.22035e-05 2.7184e-05 3.64606e-05 3.68806e-05 8.54116e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.086215000000000014 -0.34687499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.00026836845849612399 5.8520640113599342e-07 0.00026344691910282783 6.411111869313099e-05 -0.00039964106011728534 0.00024226131183867878
leaf_weight=0.0016322832408075111 0.0011669554813716568 0.0016074781238648583 0.001795729198926465 0.0010418011349817438 0.001084927042713975
leaf_count=1197 249 1155 911 201 197
internal_value=0 -5.1962e-05 2.75061e-05 -0.000106156 0.000117022
internal_weight=0 0.00607729 0.00444501 0.00283753 0.00225188
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=7
num_cat=0
split_feature=15 16 12 52 3 3
split_gain=1.58127e-05 2.83995e-05 3.05626e-05 5.71946e-05 4.87763e-05 2.32685e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.098595000000000016 0.091210000000000013 0.090325000000000003 -0.016619999999999996
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=0.00022376578008046342 -0.00028964560891878296 -6.7270371094114953e-06 -0.00028582821812891566 0.00048060344688774249 0.00032299189230849745 -0.0003692286580166958
leaf_weight=0.0010452299869207161 0.0013613291603884782 0.0015706310212581962 0.0010164945295037479 0.001105788361756527 0.0011072031966570255 0.0012016206767535796
leaf_count=317 337 1728 508 557 210 253
internal_value=0 -3.39561e-05 2.404e-05 8.72224e-05 -2.49058e-05 -0.000163852
internal_weight=0 0.00736307 0.00600174 0.00498524 0.00387945 0.00277225
internal_count=3910 3593 3256 2748 2191 1981
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=7
num_cat=0
split_feature=151 0 12 4 2 16
split_gain=1.47462e-05 2.69359e-05 4.08297e-05 2.93086e-05 2.58077e-05 2.24036e-05
threshold=-0.084764999999999993 -0.075584999999999986 0.098845000000000016 0.0021050000000000005 0.10648500000000001 0.15100500000000003
decision_type=2 2 2 2 2 2
left_child=-1 3 5 -2 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00022545012711422025 -0.00034744981459679638 0.00050772605193889655 -0.00017659794257219466 0.00020070687985715432 -0.00018458137597531895 0.00012637574441559194
leaf_weight=0.001030290336388579 0.0011634541257788452 0.0010390674165052457 0.0010254457497427022 0.0014651596235862234 0.0012291252252058353 0.001377443063611908
leaf_count=406 1626 445 350 493 227 363
internal_value=0 2.51377e-05 0.000151235 -8.73693e-05 2.49395e-05 0.000290351
internal_weight=0 0.0072997 0.00344196 0.00385774 0.00269428 0.00241651
internal_count=3910 3504 1158 2346 720 808
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=6
num_cat=0
split_feature=52 4 3 12 43
split_gain=7.72494e-06 2.25273e-05 1.72605e-05 3.57315e-05 4.12628e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.090325000000000003 0.093375000000000014 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0057723618368528407 -0.0042833572414269425 0.012647346407565041 -0.010469217704886877 -0.012879437825004218 0.022349951985099162
leaf_weight=0.0012122323610874179 0.001179564277440706 0.0014680315639397858 0.0017237613544581797 0.0011212234075098772 0.0011477220210977658
leaf_count=807 1282 383 284 709 445
internal_value=0 0.00431646 -0.00229843 0.00178579 0.0088511
internal_weight=0 0.00268026 0.00517227 0.00344851 0.00232729
internal_count=3910 1190 2720 2436 1727
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=5
num_cat=0
split_feature=13 43 47 3
split_gain=7.86975e-06 1.85167e-05 2.56722e-05 3.6194e-05
threshold=0.11202500000000001 -0.057994999999999998 0.077065000000000008 0.094625000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0069659997718414142 0.0067415708858935986 -0.01067845671245117 -0.018368030993287821 0.0096267439737805979
leaf_weight=0.0018381551204907937 0.0014060313224979956 0.0017970432787731755 0.0010832478495614909 0.0017162304388869272
leaf_count=1532 288 1495 267 328
internal_value=0 -0.00151686 -0.00490916 -0.000759388
internal_weight=0 0.00643468 0.00459652 0.00351327
internal_count=3910 3622 2090 1823
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=7
num_cat=0
split_feature=0 47 2 49 3 4
split_gain=7.09739e-06 2.42596e-05 2.05068e-05 5.11871e-05 2.09524e-05 5.36232e-06
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.067014999999999977 -0.0076499999999999988 -0.34687499999999999
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=-0.012232234709661172 7.1474787334094108e-05 -0.013402142360441408 -0.0090660828086573508 0.0050791774223266561 0.025182532731061136 0.010125840485137204
leaf_weight=0.0010146060419684568 0.0011044484755805824 0.0013822696678764653 0.0012365470658566198 0.0010320193292914135 0.0010417812854546416 0.0010206518915049667
leaf_count=274 249 387 488 2103 212 197
internal_value=0 -0.00186963 0.0018162 0.00617328 0.0151782 0.00490043
internal_weight=0 0.00570722 0.00432495 0.00308841 0.0020738 0.0021251
internal_count=3910 3464 3077 2589 2315 446
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=7
num_cat=0
split_feature=47 159 2 1 15 1
split_gain=8.13154e-06 1.39004e-05 3.24006e-05 4.3544e-05 3.35534e-05 2.9735e-05
threshold=0.10561500000000001 0.073745000000000019 0.10113500000000002 0.078340000000000007 -0.091274999999999981 0.10617500000000001
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=0.018727194683889645 0.0072073216483204174 0.0091011688980955439 -0.024794821235370433 0.006870212991613639 -0.017922782388164245 -0.0013838254718250794
leaf_weight=0.0011251723896082578 0.0012956613451385619 0.0010454102406822563 0.0010747442995846339 0.0010950053003352346 0.0010884433730727382 0.001095597324102574
leaf_count=1359 280 631 484 200 692 264
internal_value=0 -0.0014658 -0.00348203 0.00274625 -0.00548903 -0.0129769
internal_weight=0 0.00652437 0.00547896 0.00330862 0.00218345 0.00217034
internal_count=3910 3630 2999 2251 892 748
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=7
num_cat=0
split_feature=3 1 12 12 52 1
split_gain=1.49917e-05 2.48722e-05 3.72945e-05 3.65808e-05 6.56691e-05 6.31657e-05
threshold=-0.15464999999999998 0.088010000000000019 0.090840000000000018 -1.0000000180025095e-35 -0.07125999999999999 0.11714000000000001
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=0.00022094641332661631 -0.00038644613777915747 0.00037422845717008054 7.657391786427276e-05 -0.00046232362943112294 0.00035447283552774209 -0.00026189013630889785
leaf_weight=0.0010034390184249517 0.0015299588896188581 0.0010497430242770718 0.0011882525758390762 0.0010268294722208184 0.0016796934201270431 0.0010319949211904272
leaf_count=259 1467 433 766 255 564 166
internal_value=0 -3.42378e-05 -0.000184039 5.08019e-05 -4.00135e-05 0.000119902
internal_weight=0 0.00750647 0.00271821 0.00478826 0.00373852 0.00271169
internal_count=3910 3651 2233 1418 985 730
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=7
num_cat=0
split_feature=2 0 4 13 48 3
split_gain=8.22924e-06 2.07758e-05 1.99665e-05 4.45307e-05 3.68019e-05 3.49461e-05
threshold=0.10946500000000002 -0.14136999999999997 0.17888000000000001 -0.084184999999999996 0.083775000000000002 -0.040669999999999991
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=-0.023530110724639459 -0.003743559591263523 0.015087173482504337 0.0093454606645045121 -0.019769500029136119 0.016141400955177004 0.0052572920671945453
leaf_weight=0.0010238357236270344 0.0012756845988462096 0.001083562333282123 0.0011812576988928332 0.0010763384584465806 0.0010181356601675694 0.0011584409021209302
leaf_count=774 168 599 287 1505 355 222
internal_value=0 0.00490508 -0.00216303 -0.00534173 0.000382956 -0.00679638
internal_weight=0 0.00235925 0.00545801 0.00427675 0.00325292 0.00223478
internal_count=3910 767 3143 2856 2082 1727
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 4
split_gain=8.18999e-06 2.07876e-05 2.256e-05 4.72862e-05 5.43211e-05 1.35499e-05
threshold=0.055865000000000005 0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.26450500000000005
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=-0.013695251796895715 0.0070731544258994588 0.014648016418860418 -0.012817085381236546 -0.02028104140014297 0.022095000849026148 0.005769093929389655
leaf_weight=0.0011499609313363615 0.0013443759417273481 0.0010021786208245552 0.0012056511593318232 0.0010658591078996919 0.0010218020629188321 0.0010117290751163071
leaf_count=1921 255 410 774 260 113 177
internal_value=0 -0.00150612 0.00113501 -0.00201071 0.00400118 0.0139725
internal_weight=0 0.00645718 0.00530722 0.00430504 0.00323918 0.00203353
internal_count=3910 3655 1734 1324 1064 290
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=7
num_cat=0
split_feature=1 4 2 52 15 150
split_gain=2.17713e-05 3.22945e-05 3.8872e-05 5.45931e-05 3.19978e-05 4.52499e-05
threshold=0.12730000000000002 -0.0010999999999999996 0.10113500000000002 -0.066329999999999986 -0.16430499999999995 0.085200000000000012
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=-0.00010898446041801049 0.000224708357146589 0.00012912602106404054 -0.00022951501577577691 0.00046177710148468195 -0.0004864849969775768 3.1632078401890758e-05
leaf_weight=0.001127438195038296 0.0014224134301609268 0.0010071484962519361 0.0010470034712300662 0.0015035204339946353 0.0016285012804429747 0.0010764466722646305
leaf_count=544 345 213 390 1549 683 186
internal_value=0 -4.01928e-05 9.00268e-05 0.00021719 -0.000169215 -0.000280298
internal_weight=0 0.00739006 0.00367796 0.00263096 0.0037121 0.00270495
internal_count=3910 3565 2483 2093 1082 869
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=6
num_cat=0
split_feature=3 13 3 2 1
split_gain=9.79649e-06 2.9033e-05 4.76186e-05 4.12254e-05 2.88792e-05
threshold=-0.13927999999999999 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00014335259112774158 0.00016668827170385059 -0.00049360971691052736 -8.068425587722917e-05 -0.00033347680318957358 0.00033058527710708245
leaf_weight=0.0014378839990061279 0.0019458076523074762 0.0010178420241037144 0.001356495537302514 0.0011019442924683279 0.0012719647881185641
leaf_count=373 1107 1317 441 311 361
internal_value=0 -3.50313e-05 -0.000117695 -1.51265e-05 0.000118337
internal_weight=0 0.00669405 0.00474825 0.0037304 0.00262846
internal_count=3910 3537 2430 1113 802
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=6
num_cat=0
split_feature=47 0 12 12 1
split_gain=8.20163e-06 1.48977e-05 2.36196e-05 3.78301e-05 4.5476e-05
threshold=0.10561500000000001 -0.15007499999999999 0.10058500000000002 0.090385000000000007 0.092860000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.008909623775733266 0.007229650198502028 -0.011856893988881774 -0.011830920517703491 0.021766016183713953 0.015308662466303032
leaf_weight=0.0019055129887311298 0.0012989078429211523 0.0015465535918011075 0.0010190548441430273 0.0010152060995679973 0.0010244183997961066
leaf_count=322 280 1520 470 797 521
internal_value=0 -0.0014732 0.00160378 0.00542141 -0.00103262
internal_weight=0 0.00651075 0.00460523 0.00358618 0.00257097
internal_count=3910 3630 3308 2838 2041
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=7
num_cat=0
split_feature=3 2 150 2 47 3
split_gain=1.14972e-05 1.92254e-05 3.19311e-05 2.8407e-05 4.34288e-05 1.91031e-05
threshold=0.13772500000000001 0.11542500000000001 0.087235000000000021 0.087005000000000013 0.086425000000000016 -0.015794999999999997
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=0.0003325040081289184 0.00017391790528721875 0.00021694207426062659 -0.00036932337311831182 -4.0721661467462534e-06 -0.00018245288679515236 -0.00036963786885312538
leaf_weight=0.0016084394309550981 0.0011968270717880409 0.001005585648477093 0.0011530189748268213 0.0012104412150702112 0.0010346865591327487 0.0010066198473145083
leaf_count=1259 239 419 283 1211 270 229
internal_value=0 -3.40039e-05 -7.59694e-05 -6.37484e-06 0.000130917 -0.000170051
internal_weight=0 0.00701879 0.00601321 0.00486019 0.00264313 0.00221706
internal_count=3910 3671 3252 2969 1529 1440
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=7
num_cat=0
split_feature=1 4 0 3 2 3
split_gain=2.42538e-05 3.24654e-05 2.87853e-05 4.21454e-05 4.03662e-05 2.14678e-05
threshold=0.11561500000000001 0.24280000000000004 -0.089879999999999974 0.086245000000000016 0.10113500000000002 -0.079664999999999986
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=-0.00044898775339724767 -4.0110057633348229e-05 0.00043426205819179105 4.1875065164468888e-05 6.2827088862299087e-07 -0.0002327277139919053 0.00043456008032106351
leaf_weight=0.0014082970293269048 0.0012318612065225646 0.0010090190365453829 0.0011504615038441417 0.0018604054868190181 0.0011329281242180404 0.0010009358953142367
leaf_count=796 248 303 1331 210 481 541
internal_value=0 0.000173489 -6.28199e-05 -0.000193086 6.68261e-05 0.000224571
internal_weight=0 0.00224088 0.00655303 0.0032687 0.00328433 0.0021514
internal_count=3910 551 3359 1006 2353 1872
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=6
num_cat=0
split_feature=3 13 0 4 1
split_gain=8.26315e-06 2.7779e-05 3.21645e-05 2.82493e-05 2.51424e-05
threshold=-0.13927999999999999 -0.083514999999999992 -0.053834999999999994 -0.0010999999999999996 0.10937500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0069953336271010788 0.0087375075364945886 0.012035459561752516 -0.020562783660781805 -0.017896777818408715 0.0028413690129852247
leaf_weight=0.0013799270966601404 0.0018697511492646044 0.0011248349313989774 0.0011078223453461983 0.0011385284606831682 0.0012016151312298537
leaf_count=373 1107 1362 370 499 199
internal_value=0 -0.0015315 -0.00573035 -0.000988131 -0.00724817
internal_weight=0 0.00644255 0.0045728 0.00346498 0.00234014
internal_count=3910 3537 2430 2060 698
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=7
num_cat=0
split_feature=52 52 15 2 12 52
split_gain=9.28833e-06 2.94362e-05 2.71424e-05 3.18998e-05 6.09579e-05 3.04682e-05
threshold=0.11401500000000002 0.067395000000000024 -0.15202999999999997 0.10679500000000001 0.092150000000000024 -0.084699999999999984
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=0.00025018907381284662 -0.00016719812175306579 0.00030671830726063294 -0.00042033361114382007 -0.00035450615974218057 0.00040648201621637558 1.5793353445226814e-05
leaf_weight=0.001080471269185132 0.0011195118453168982 0.0011883438509513429 0.0010280131832826808 0.0013140681356299767 0.0010259443899430175 0.0015360940976692336
leaf_count=294 647 697 474 465 493 840
internal_value=0 2.48355e-05 -3.11372e-05 -9.31188e-05 2.55693e-06 -0.000159061
internal_weight=0 0.00717293 0.00598459 0.00490412 0.00359005 0.00256411
internal_count=3910 3263 2566 2272 1807 1314
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=7
num_cat=0
split_feature=40 2 4 52 150 1
split_gain=1.78955e-05 4.05814e-05 5.32442e-05 5.53046e-05 4.20411e-05 4.56118e-05
threshold=-0.018084999999999997 0.11934000000000002 -0.034289999999999994 0.071660000000000015 0.086870000000000017 0.10752500000000002
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=0.00021170871445937647 -0.00053886226813711384 -0.00038229978555105276 5.3104876192461086e-05 0.00010155172357554073 -0.00015256361570440202 0.00054189836139180414
leaf_weight=0.0013481094381126773 0.0010730237868166463 0.0010946879390291639 0.0015718820859060606 0.001003096479946819 0.001211078878695886 0.0013769389965704554
leaf_count=412 853 324 1032 815 268 206
internal_value=0 -3.40998e-05 2.70242e-05 -0.00022944 0.00015502 0.000281345
internal_weight=0 0.00733071 0.00623602 0.00207612 0.0041599 0.00294882
internal_count=3910 3498 3174 1668 1506 1238
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=6
num_cat=0
split_feature=1 150 160 4 52
split_gain=7.51894e-06 1.46647e-05 1.95204e-05 2.18337e-05 2.40803e-05
threshold=0.12730000000000002 0.08486500000000001 -0.07353999999999998 -0.00072999999999999985 0.071660000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0077992661352201814 0.0070633198670501775 0.0078734536685284452 -0.011496653514725003 -0.01497351058238499 0.0094250315049808232
leaf_weight=0.0011371929801669437 0.0012572729120596052 0.0013595745400473988 0.0010272260430413925 0.0018688669932755506 0.0011844880876894122
leaf_count=738 345 395 1077 626 729
internal_value=0 -0.00137677 -0.00378707 -0.00701599 -0.000292002
internal_weight=0 0.00657735 0.00521777 0.00408058 0.00221171
internal_count=3910 3565 3170 2432 1806
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=6
num_cat=0
split_feature=43 52 16 0 0
split_gain=1.24011e-05 2.28838e-05 4.99978e-05 1.77738e-05 1.62658e-05
threshold=-0.044024999999999988 -0.074484999999999982 -0.0083999999999999995 -0.06402999999999999 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-4.7390497768283506e-05 -0.00028409314346691908 -0.00022464712077053823 0.00038908070099645536 0.00024928265504417838 6.902444984976243e-05
leaf_weight=0.0015850303029846051 0.0013010712152410611 0.0018761893751615157 0.0010259111603889343 0.0015218401093136428 0.0011819165707718938
leaf_count=1497 426 379 224 351 1033
internal_value=0 -5.76337e-05 1.45109e-05 9.79291e-05 -0.000111147
internal_weight=0 0.00538509 0.00408402 0.00310687 0.00305811
internal_count=3910 2062 1636 1848 1412
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.27057e-05 2.54828e-05 5.22867e-05 5.68439e-05 2.75687e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 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=-0.00014311261500424521 -0.00015374665601465906 -0.0002978099530658888 0.00064437981497850205 4.8187061054844033e-05 9.8735544159665294e-05
leaf_weight=0.0018780611142393605 0.0014690546426907761 0.0014036118482665882 0.0011050676599383036 0.001386025304468525 0.0012968034583405086
leaf_count=1218 187 566 344 1140 455
internal_value=0 3.94922e-05 0.000139644 0.000312663 -0.000107379
internal_weight=0 0.00666056 0.00396015 0.00249109 0.00270042
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=7
num_cat=0
split_feature=51 4 151 4 12 16
split_gain=1.05073e-05 2.29051e-05 3.60011e-05 4.62954e-05 2.60874e-05 6.68822e-08
threshold=0.08955500000000001 0.28937500000000005 -0.016164999999999995 -0.0021099999999999995 0.080120000000000011 -0.10486499999999999
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=0.00030226418765382651 -0.00017153961199011493 0.00024610553193625474 0.00029240708673514848 -0.00033933196287564739 -0.00010468653284408791 -0.00031669474506175016
leaf_weight=0.001022253319930248 0.0012105566821381938 0.0014474670871712364 0.0011299118148153614 0.0010048478412765438 0.0014553319012910629 0.0010023249882813489
leaf_count=499 487 404 209 281 1603 427
internal_value=0 2.61752e-05 -3.05231e-05 -0.0001046 6.8868e-05 -0.000328028
internal_weight=0 0.00706214 0.00561467 0.00459242 0.00258524 0.00200717
internal_count=3910 3423 3019 2520 1812 708
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=8.60158e-06 1.5937e-05 2.77558e-05 3.24007e-05 1.93943e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 0.27020000000000005 0.092865000000000017 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.006262036691107086 0.012379946352376221 0.011672609371976263 0.012735038633286108 -0.016527320380782955 -0.0063024627544326882
leaf_weight=0.0017247427350502139 0.0010553874534158566 0.0012769048915420552 0.0011442261056722031 0.0014839697045599945 0.0011735063833498006
leaf_count=1218 514 416 328 624 810
internal_value=0 0.00173137 -0.000882137 -0.00507866 0.00254371
internal_weight=0 0.00613399 0.00485709 0.00371286 0.00222889
internal_count=3910 2692 2276 1948 1324
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=7
num_cat=0
split_feature=51 12 52 2 12 43
split_gain=6.99981e-06 2.06865e-05 2.52387e-05 2.07869e-05 4.62612e-05 5.36099e-05
threshold=0.08955500000000001 -0.036459999999999992 0.092885000000000009 0.10869000000000002 0.080120000000000011 -0.074254999999999988
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=-0.011805223090981958 -0.0072326522960190131 0.024946783506011327 -0.010337789482561907 -0.0052200950961982743 0.016713791577073134 -0.014902837455443485
leaf_weight=0.0010321353262488109 0.0011488254906068781 0.0013634961833278478 0.001058535851614517 0.001098575468058863 0.0011068313831513346 0.00104044914407454
leaf_count=442 487 260 617 336 765 1003
internal_value=0 0.00121587 0.00358704 0.00678488 0.0105414 0.00139418
internal_weight=0 0.00670002 0.00566789 0.00460935 0.00351078 0.00214728
internal_count=3910 3423 2981 2364 2028 1768
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=7
num_cat=0
split_feature=49 43 2 48 2 4
split_gain=1.09268e-05 2.65889e-05 4.23625e-05 3.3389e-05 2.98344e-05 1.98363e-05
threshold=0.10251500000000001 -0.049504999999999987 0.093815000000000009 0.086125000000000021 0.10113500000000002 -1.0000000180025095e-35
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=-6.2874259831679496e-05 0.0001863007792541065 0.00027356030675114847 0.00043728941580321195 -0.00043068403129431802 -0.00026860996609267814 -9.5431170132718164e-05
leaf_weight=0.001782261953713758 0.0010163855597920849 0.0012223951414961729 0.0010257589945808355 0.0010435867627440298 0.0012981594934855499 0.0010338743557677004
leaf_count=1139 408 968 464 269 411 251
internal_value=0 -3.05055e-05 0.000119834 -0.000122318 -3.17811e-05 0.00010448
internal_weight=0 0.00740604 0.00280802 0.00459802 0.00355443 0.00225627
internal_count=3910 3502 1603 1899 1630 1219
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=7
num_cat=0
split_feature=2 52 150 12 2 0
split_gain=2.29151e-05 2.34534e-05 2.68016e-05 2.51288e-05 2.48621e-05 2.23955e-05
threshold=0.10946500000000002 0.084890000000000007 0.084555000000000019 0.092150000000000024 0.084235000000000018 -0.13506999999999997
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=0.00016596462551979977 4.4689436826194635e-06 -0.000294862730232548 -0.00025860384018654321 0.00032412653490580129 -0.00024432320985368864 0.00037759240148851219
leaf_weight=0.0011831609876514024 0.0015016819731179052 0.0013166624145900079 0.0011379416424368693 0.0011555277684464063 0.0010918383750772084 0.0010515379237065981
leaf_count=526 208 1032 295 526 764 559
internal_value=0 -6.42929e-05 2.15883e-06 8.86565e-05 -3.09444e-05 0.000158139
internal_weight=0 0.00588513 0.00456847 0.00343053 0.002275 0.00255322
internal_count=3910 3143 2111 1816 1290 767
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=7
num_cat=0
split_feature=150 0 0 2 48 52
split_gain=1.14573e-05 1.94963e-05 3.95391e-05 3.3444e-05 2.83811e-05 2.56374e-05
threshold=0.10559 -0.075584999999999986 -0.10575999999999998 0.10113500000000002 0.086215000000000014 -1.0000000180025095e-35
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=0.0001848521540623119 -0.00019920179398507528 6.9977812344525195e-05 -0.00040571610276782981 -0.00012695768220107365 -0.00020768184359533555 0.00050185927550674611
leaf_weight=0.0019571854154813027 0.0010125933334715221 0.0010702823496934052 0.0010026060716172413 0.0011969443298998931 0.0011096796716235841 0.0010438506833287378
leaf_count=429 233 282 1881 567 194 324
internal_value=0 2.32174e-05 -6.76854e-05 0.000134941 4.28221e-05 0.000283219
internal_weight=0 0.00738055 0.00406947 0.00331108 0.00306687 0.00211413
internal_count=3910 3677 2504 1173 623 606
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=7
num_cat=0
split_feature=2 52 150 12 2 4
split_gain=8.18627e-06 1.94301e-05 2.12873e-05 2.39173e-05 2.09352e-05 1.78953e-05
threshold=0.10946500000000002 0.084890000000000007 0.084555000000000019 0.092150000000000024 0.084235000000000018 0.15045000000000003
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=0.0084875025239201166 0.013921233865527875 -0.013240516531894175 -0.011183293435843808 0.017186297498833127 -0.011460974064541676 -0.0034463560168663133
leaf_weight=0.0010969019864710905 0.0011397344426182755 0.0012256629063198471 0.0010668422284928827 0.0010862007979420226 0.0010109550075002309 0.0012374027823011779
leaf_count=526 447 1032 295 526 764 320
internal_value=0 -0.00214488 0.00104682 0.00513178 -0.00108004 0.00488065
internal_weight=0 0.00548656 0.0042609 0.00319406 0.00210786 0.00237714
internal_count=3910 3143 2111 1816 1290 767
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=6
num_cat=0
split_feature=49 13 1 43 3
split_gain=1.68356e-05 3.75465e-05 3.6969e-05 4.03616e-05 2.55705e-05
threshold=0.10251500000000001 -0.090744999999999978 0.11986000000000001 -0.083684999999999996 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00021316727644892568 0.00023625334687399924 0.00024445759988387939 -0.00042312102689789205 -0.00029140483682329793 8.3376540047666725e-05
leaf_weight=0.0018076770526009606 0.0010183335679677958 0.0014052299322809192 0.0011624431748235315 0.0019555088063263437 0.0010900672622915978
leaf_count=571 408 733 243 1768 187
internal_value=0 -3.26046e-05 -0.000111752 -3.04303e-05 -0.000157264
internal_weight=0 0.00742093 0.00561325 0.00445081 0.00304558
internal_count=3910 3502 2931 2688 1955
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 15
split_gain=7.66808e-06 1.83633e-05 1.98795e-05 4.7363e-05 5.43277e-05 6.19056e-05
threshold=0.055865000000000005 0.076710000000000014 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=-0.012892594932988855 0.0068204363651519027 0.013640248169849498 -0.012701469141446967 -0.020162476894342449 -0.0037103422908007222 0.031010989754424612
leaf_weight=0.0011528966015688612 0.0013565874873881683 0.0010122725568564453 0.0012152813190093978 0.0010720146394395573 0.0010083376351952779 0.0010463490514664292
leaf_count=1921 255 410 774 260 137 153
internal_value=0 -0.00144448 0.00102056 -0.00192154 0.00405851 0.0139715
internal_weight=0 0.00650715 0.00535426 0.00434198 0.00326997 0.00205469
internal_count=3910 3655 1734 1324 1064 290
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=6
num_cat=0
split_feature=15 52 2 12 4
split_gain=1.3535e-05 2.54324e-05 4.04387e-05 5.06033e-05 2.97163e-05
threshold=-0.15202999999999997 0.11110500000000002 0.10457000000000001 0.090840000000000018 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00017389107008286821 3.1598449170237847e-05 0.00024851210402228514 -0.00036591177627932436 0.00032762318041893237 -0.00036687117883372317
leaf_weight=0.0014207752622323452 0.0017434113293560056 0.0010226206647991291 0.001484708715135381 0.001327915291506305 0.0012252511650354774
leaf_count=459 1317 564 578 685 307
internal_value=0 -3.65236e-05 -8.6942e-05 9.45766e-06 -0.000132861
internal_weight=0 0.00680391 0.00578129 0.00429658 0.00296866
internal_count=3910 3451 2887 2309 1624
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=6
num_cat=0
split_feature=0 150 2 42 0
split_gain=7.83044e-06 2.92105e-05 2.457e-05 1.73112e-05 3.63672e-05
threshold=-0.075584999999999986 0.082085000000000019 0.084065000000000015 0.084305000000000005 0.10302000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=0.0031678260149764024 -0.011605345949860733 0.01009661112315919 -0.015059411314075103 0.014269803047514788 0.013101684887960117
leaf_weight=0.0012058723839031896 0.0014012666260053922 0.0012472608183679667 0.0019123765133134934 0.0010476023157652637 0.0010363770339578842
leaf_count=707 499 387 1597 554 166
internal_value=0 -0.00283728 -0.00801067 0.00351917 -0.00110102
internal_weight=0 0.00436551 0.00311825 0.00348525 0.00243764
internal_count=3910 2691 2304 1219 665
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=6
num_cat=0
split_feature=49 2 0 0 1
split_gain=9.71879e-06 3.69616e-05 2.58226e-05 3.18735e-05 2.70177e-05
threshold=0.079765000000000016 0.11260500000000001 0.012625000000000003 -0.066689999999999985 0.089175000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0044141887792917686 0.008285465643952647 0.013370381834393964 -0.017582429958487737 0.014033357551298951 -0.014716399201008385
leaf_weight=0.0012976648003738289 0.0011957455457482034 0.0013344109576346255 0.0012859806680508646 0.0010135984622863243 0.0017124037746600275
leaf_count=1557 770 456 268 206 653
internal_value=0 -0.00150769 -0.00524682 -0.00130431 -0.00646905
internal_weight=0 0.00664406 0.00530965 0.00402367 0.00301007
internal_count=3910 3140 2684 2416 2210
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=6
num_cat=0
split_feature=4 0 48 42 4
split_gain=9.00756e-06 1.84729e-05 4.45912e-05 5.77001e-05 2.48268e-05
threshold=0.27020000000000005 -0.15713499999999997 0.086870000000000017 0.084100000000000022 -0.0025899999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012980232734196762 0.0066091956500055381 0.011308244415876235 0.019772666301637602 -0.022165747984920908 -0.0080915607701017283
leaf_weight=0.0011849577409461113 0.0016270557520774052 0.001756642986669053 0.0010020567118286328 0.0012002468625310894 0.0010563635246180949
leaf_count=178 472 1106 511 1342 301
internal_value=0 -0.00175075 0.000902413 -0.00380924 0.00402307
internal_weight=0 0.00620027 0.00501531 0.00401325 0.00281301
internal_count=3910 3438 3260 2749 1407
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=7
num_cat=0
split_feature=4 0 48 15 16 1
split_gain=7.82931e-06 1.77599e-05 4.65013e-05 2.07507e-05 2.01344e-05 1.59481e-05
threshold=0.24280000000000004 -0.15007499999999999 0.086065000000000016 -0.0063699999999999989 0.10994000000000002 0.11257500000000001
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=-0.012718458425734365 -0.003966166185223447 -0.016383546599203352 0.01988116143213646 0.0084334838342123852 -0.0099577000154263424 0.013343924908458014
leaf_weight=0.0012067653490544688 0.001010616776087636 0.001037021456108002 0.0010058514717617454 0.0013825954670141616 0.0010453599958494815 0.0011244254896340589
leaf_count=221 210 923 525 1463 229 339
internal_value=0 -0.00195331 0.000952423 -0.00454242 0.000515131 0.00515024
internal_weight=0 0.00567759 0.00447083 0.00346498 0.00242796 0.00213504
internal_count=3910 3361 3140 2615 1692 549
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=7
num_cat=0
split_feature=51 160 52 49 12 3
split_gain=7.15673e-06 2.16786e-05 2.54142e-05 3.44356e-05 3.62482e-05 4.26029e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.013944999999999997
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=0.013526730370348876 -0.0073171924980631135 -0.015487380753976786 0.016587614717982729 0.019014325413778885 -0.018243285426722454 -0.0090642003341028839
leaf_weight=0.0011819899131711858 0.0011439723653467702 0.0010386328301842376 0.0011727022015750503 0.0010165087221480754 0.0010929515950282298 0.00115362994395102
leaf_count=830 487 654 237 916 533 253
internal_value=0 0.00124505 -0.00140671 0.00189026 -0.00339173 0.00408799
internal_weight=0 0.00665642 0.00547443 0.00443579 0.00326309 0.00217014
internal_count=3910 3423 2593 1939 1702 1169
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=5
num_cat=0
split_feature=160 4 1 43
split_gain=8.8229e-06 1.5861e-05 3.03691e-05 2.03962e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0063584914385315747 -0.0043517127885698862 0.010014776443078056 -0.010569953886103848 0.014211360070714253
leaf_weight=0.0017083736636535167 0.0010464692460236151 0.0016876001823545195 0.0019794036720944055 0.0013626248907494679
leaf_count=1218 1096 396 681 519
internal_value=0 0.00177574 -0.00139259 0.00614788
internal_weight=0 0.0060761 0.0043885 0.00240909
internal_count=3910 2692 2296 1615
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=6
num_cat=0
split_feature=51 40 2 4 16
split_gain=8.70302e-06 2.51692e-05 2.16838e-05 2.76504e-05 4.80936e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11230000000000001 0.0057500000000000008 -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=0.008290674057060278 0.013123137792253306 -0.022419733960556312 -0.01403631221946895 0.0087301390630669645 0.0069487611530062157
leaf_weight=0.0010870199067070487 0.0010178184620388111 0.0011129465093916986 0.0015503612302856387 0.0018916893572963186 0.0011174684501530636
leaf_count=515 360 1649 400 479 507
internal_value=0 -0.00135669 -0.00395482 -0.00016308 -0.00770572
internal_weight=0 0.00669028 0.00567247 0.0041221 0.00223041
internal_count=3910 3395 3035 2635 2156
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=6
num_cat=0
split_feature=15 150 3 13 1
split_gain=8.53101e-06 1.84111e-05 3.45489e-05 1.47077e-05 4.37631e-05
threshold=-0.03231499999999999 0.08486500000000001 -0.074234999999999982 -0.032264999999999995 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.012916150859530526 -0.011314572899422689 0.014042753865324243 -0.0091723465654603674 0.016369368852925299 -0.012149245113161559
leaf_weight=0.0011269832369482742 0.0014588225104186494 0.0011196081037801943 0.0019051981287609965 0.0010453026111273121 0.0011089161835925797
leaf_count=756 1160 278 702 563 451
internal_value=0 0.00308386 -0.000962624 -0.00356141 0.00168899
internal_weight=0 0.00415179 0.00303218 0.00361304 0.00215422
internal_count=3910 1736 1458 2174 1014
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=7
num_cat=0
split_feature=1 12 1 48 4 3
split_gain=9.2749e-06 1.63726e-05 2.74941e-05 5.20226e-05 3.90865e-05 2.55489e-05
threshold=0.12730000000000002 0.098845000000000016 0.11097000000000001 0.088875000000000023 -0.0010999999999999996 -0.077894999999999978
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=-0.0060764299741339059 0.0079001038156864389 -0.012873512063438562 -0.014212065956080492 0.023872439892406099 -0.017806460134202253 0.014833391185773656
leaf_weight=0.0010714479970943998 0.001245172532316193 0.0010627460443110191 0.0010080946087894964 0.0010223052817029247 0.0010583039929268046 0.0012853644271088012
leaf_count=1485 345 520 263 334 523 440
internal_value=0 -0.00151997 0.000695784 0.00408255 -0.00184149 0.00532742
internal_weight=0 0.00650826 0.00544552 0.00443742 0.00341512 0.00235681
internal_count=3910 3565 3045 2782 2448 1925
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=6
num_cat=0
split_feature=42 160 52 150 1
split_gain=1.18389e-05 2.78882e-05 2.84368e-05 2.93196e-05 3.72296e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.087235000000000021 0.10373000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00018954529066691342 -0.00020188055036919083 -0.00013093768627700983 0.00031403910876417622 -0.00025631453249784421 0.00033210235669407545
leaf_weight=0.0011126124298738932 0.0015726542002737999 0.001251726366664551 0.0016019327092664935 0.00116683670504924 0.0014305655367390351
leaf_count=1060 1040 764 451 215 380
internal_value=0 2.81475e-05 9.45116e-05 3.14846e-06 0.000116019
internal_weight=0 0.00702372 0.00545106 0.00384913 0.00268229
internal_count=3910 2850 1810 1359 1144
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=6
num_cat=0
split_feature=42 160 15 15 1
split_gain=1.44139e-05 2.93919e-05 3.14053e-05 4.08746e-05 5.687e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.035895000000000003 -0.03231499999999999 0.11052000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00021207845833137376 -0.00020700313672811555 0.00037898400895391017 0.00040108130429526652 -0.00026471917388078516 -0.00015055483336161014
leaf_weight=0.0011159018242775124 0.0015944896567629133 0.0017655184856325416 0.0010461354423001263 0.0013287962208363485 0.00139649080799017
leaf_count=1060 1040 502 652 322 334
internal_value=0 2.75706e-05 9.51215e-05 2.38481e-05 0.000145115
internal_weight=0 0.00713143 0.00553694 0.00449081 0.00316201
internal_count=3910 2850 1810 1158 836
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=6
num_cat=0
split_feature=3 15 4 12 2
split_gain=9.35005e-06 1.82829e-05 2.40213e-05 2.37418e-05 3.32089e-05
threshold=0.13772500000000001 -0.16430499999999995 0.10910000000000002 0.080120000000000011 0.086130000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010462909370106405 0.0083957525775415938 0.019266224068651128 -0.01627248156739991 -0.0095025292916002691 -0.0035958635751220333
leaf_weight=0.0010791269680812936 0.0011300030984446909 0.0010661096540419601 0.0012023132020690967 0.0017036723682472051 0.0015725484784496395
leaf_count=347 239 197 293 2493 341
internal_value=0 -0.00144597 -0.00376374 -0.00030029 0.00564121
internal_weight=0 0.00662377 0.00554464 0.00434233 0.00263866
internal_count=3910 3671 3324 3031 538
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=6
num_cat=0
split_feature=49 133 16 1 0
split_gain=7.76522e-06 2.11372e-05 3.81554e-05 3.45973e-05 1.90008e-05
threshold=-0.006494999999999999 1.0000000180025095e-35 0.05259500000000001 0.095575000000000007 -0.10783
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0035286840113555812 -0.015706962614821907 -0.010973568297523342 0.017789514837990881 0.0067959976409793068 -0.01474264753333576
leaf_weight=0.0012343108963933206 0.001098681519746088 0.0010153895224833545 0.0015321129215308811 0.001806792310513674 0.0010561691448746928
leaf_count=261 1129 1147 508 370 495
internal_value=0 0.00204202 0.0050202 -0.00171332 -0.00489646
internal_weight=0 0.00545298 0.00443759 0.00290547 0.00229048
internal_count=3910 3154 2007 1499 756
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=5
num_cat=0
split_feature=160 13 2 3
split_gain=7.53862e-06 1.68935e-05 2.04035e-05 5.14411e-05
threshold=-1.0000000180025095e-35 -0.083514999999999992 0.10510500000000002 -0.078669999999999976
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0058963298360155195 0.0094069770710531863 -0.023729915256751208 0.0084037756016806537 0.0039992078479567476
leaf_weight=0.0016976232337798441 0.001915039786898165 0.0010918781180120076 0.0012999630702883449 0.0017274912425786126
leaf_count=1218 730 913 486 563
internal_value=0 0.00164686 -0.00196075 -0.00673966
internal_weight=0 0.00603437 0.00411933 0.00281937
internal_count=3910 2692 1962 1476
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=6
num_cat=0
split_feature=13 1 47 52 2
split_gain=6.94119e-06 1.87735e-05 2.49859e-05 4.05599e-05 2.72642e-05
threshold=0.11202500000000001 0.076710000000000014 0.09252500000000001 -0.074484999999999982 0.091025000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010394611268283598 0.0064164523440769124 -0.010505940667119957 -0.011503566535978808 0.023820766503334083 0.0029483063809507023
leaf_weight=0.0017010953835269096 0.0013806036826648528 0.0010589827746502038 0.0010718318243391287 0.0011885082045134171 0.0013218280193194958
leaf_count=1859 288 436 310 678 339
internal_value=0 -0.00140792 0.00188592 0.00590665 0.0128303
internal_weight=0 0.00634225 0.00464115 0.00356932 0.00251034
internal_count=3910 3622 1763 1453 1017
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=7
num_cat=0
split_feature=3 2 150 48 2 0
split_gain=1.67547e-05 1.74365e-05 3.34061e-05 2.60349e-05 3.93203e-05 1.74327e-05
threshold=0.13772500000000001 0.11542500000000001 0.087235000000000021 0.083775000000000002 0.079395000000000007 -0.074249999999999997
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=0.00014295292098574747 0.00021693383786269534 0.00020566622219103572 -0.00037343969063019701 0.00026104053486684936 -0.00044643355658505125 -8.6383095170268506e-05
leaf_weight=0.0016751737639538098 0.0012055625287704834 0.0010057549126556604 0.001152231389322936 0.001114173885716857 0.0010045504036329624 0.0010652633246734274
leaf_count=775 239 419 283 457 1364 373
internal_value=0 -3.32912e-05 -7.32707e-05 -2.093e-06 -8.0378e-05 -0.000261128
internal_weight=0 0.00701715 0.00601139 0.00485916 0.00374499 0.00206981
internal_count=3910 3671 3252 2969 2512 1737
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=7
num_cat=0
split_feature=0 0 48 42 0 2
split_gain=1.29479e-05 3.27755e-05 2.75689e-05 2.0148e-05 3.92747e-05 1.05436e-05
threshold=-0.075584999999999986 -0.10575999999999998 0.086215000000000014 0.084305000000000005 0.10302000000000001 0.091025000000000009
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=0.00030243002028606294 -0.00021932815998784852 -0.00038276259460060929 -0.00019258190314422647 0.00030697798300330468 0.00027393547473597655 2.471470394456043e-05
leaf_weight=0.0010171671713505269 0.0014760945429070109 0.00102221439682361 0.0014480110520763726 0.0010864993372682666 0.0010708136003859661 0.0010875656120128401
leaf_count=202 499 1970 227 554 166 292
internal_value=0 -7.33614e-05 1.56611e-05 8.34247e-05 -1.1942e-05 0.000158928
internal_weight=0 0.00457496 0.00355274 0.00363341 0.00254691 0.00210473
internal_count=3910 2691 721 1219 665 494
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=6
num_cat=0
split_feature=3 15 3 13 0
split_gain=7.45978e-06 1.48153e-05 2.93751e-05 2.95065e-05 2.72221e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.015794999999999997 -0.032264999999999995 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0094437203631659514 0.0074894339963743686 -0.0072298237996710748 -0.0022543159594954898 0.012383983115143143 -0.023524269550396593
leaf_weight=0.0010753327256793838 0.0011327432739439269 0.0014542757255557519 0.0013739058603332026 0.0016229568012212782 0.0010705800629835734
leaf_count=347 239 1693 219 1134 278
internal_value=0 -0.00129485 -0.00338614 0.00311465 -0.0115696
internal_weight=0 0.00659705 0.00552172 0.00307723 0.00244449
internal_count=3910 3671 3324 2827 497
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=6
num_cat=0
split_feature=51 160 52 1 0
split_gain=7.00929e-06 2.10796e-05 2.15252e-05 3.43092e-05 1.93119e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 0.10884000000000001 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013406167838448968 -0.0072741249402521512 -0.014464443973960692 0.013606674721991575 -0.011124868963825701 -0.0033554881779133748
leaf_weight=0.001171298859513341 0.0011326421054092825 0.0010215114728202102 0.0019481772707944031 0.001421832251472307 0.0010240353712475791
leaf_count=830 487 654 1548 293 98
internal_value=0 0.00124208 -0.00138882 0.00165096 0.00776259
internal_weight=0 0.00658686 0.00541556 0.00439404 0.00297221
internal_count=3910 3423 2593 1939 1646
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=7
num_cat=0
split_feature=1 3 3 3 43 3
split_gain=1.45046e-05 3.4296e-05 2.48896e-05 3.67728e-05 1.97605e-05 3.77871e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.12046500000000002 -0.077544999999999989 0.090325000000000003
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=0.0002099589127466244 -0.00014033335477185921 3.6763296339696956e-05 0.00042844240450836958 -5.9976776887258419e-05 -0.00053116322839352303 -3.0354347962229764e-05
leaf_weight=0.001191595949914412 0.00120701054590299 0.001129040269712714 0.0012962736337613372 0.0010918408305511274 0.0011530940086751096 0.0011639211179362429
leaf_count=292 249 1018 369 241 1561 180
internal_value=0 -7.67884e-05 8.91512e-05 0.000205138 -0.000175941 -0.000279589
internal_weight=0 0.00463765 0.00359513 0.00238811 0.00344606 0.00231702
internal_count=3910 3051 859 610 2759 1741
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=9.09178e-06 1.59381e-05 2.20046e-05 2.65388e-05 1.55678e-05
threshold=-1.0000000180025095e-35 0.091210000000000013 0.27020000000000005 0.092865000000000017 -0.083564999999999987
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.006486834922760646 0.011248708849474959 0.011821363021603588 0.01142242782622261 -0.015017571891208659 -0.0056551061991387281
leaf_weight=0.0016923525219215193 0.0010388668612763075 0.0012578600106365849 0.0011207849771383595 0.0014636735181943251 0.0011456612308889925
leaf_count=1218 514 416 328 624 810
internal_value=0 0.00180824 -0.00083281 -0.00459781 0.00238362
internal_weight=0 0.00602685 0.00476899 0.0036482 0.00218453
internal_count=3910 2692 2276 1948 1324
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=7
num_cat=0
split_feature=51 40 4 4 52 0
split_gain=8.51628e-06 2.34129e-05 2.13266e-05 4.20212e-05 4.65723e-05 2.3395e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.40812500000000007 -0.0037349999999999992 0.071660000000000015 -0.11756999999999999
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=0.0082119223110277088 0.012666047418529131 -0.025835684535011366 -0.015913571970890238 -0.00087689342466068401 0.0039520192024818891 0.019110712911632886
leaf_weight=0.0010830226039821294 0.0010098115326929898 0.0010541450972447698 0.0011657350396800572 0.0012539073925953062 0.001045380483803619 0.0010987286543416256
leaf_count=515 360 1120 234 198 930 553
internal_value=0 -0.0013528 -0.00387267 -0.000719932 -0.011004 0.00845772
internal_weight=0 0.00662771 0.0056179 0.00445216 0.00209953 0.00235264
internal_count=3910 3395 3035 2801 2050 751
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=3.69454e-05 3.36652e-05 5.46186e-05 3.10606e-05 3.6644e-05 6.90858e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00035561435181151067 -0.00027563804709563472 0.00052266729262059116 -2.713901483123723e-05 -0.00036502445378643359 0.00053843010914894802 -0.00012057462785292689
leaf_weight=0.0010208765717211266 0.001093680565378397 0.0012235482267360918 0.0016071229930078004 0.0010098389376286296 0.0010491711128408365 0.0014664751564632875
leaf_count=179 1060 325 424 443 851 628
internal_value=0 4.21355e-05 0.000210513 -6.10479e-05 2.40005e-05 0.000154269
internal_weight=0 0.00744984 0.00283067 0.00461917 0.00360933 0.00251565
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=5
num_cat=0
split_feature=52 49 13 2
split_gain=8.02429e-06 1.5609e-05 3.80793e-05 2.42814e-05
threshold=-0.081429999999999989 0.079765000000000016 -0.11267999999999999 0.091025000000000009
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0056093322889303812 0.012834089409404059 0.0093010737865774889 -0.0011523349474828937 -0.017258731408016616
leaf_weight=0.0019089226217819241 0.0010220711322808671 0.001029596207325934 0.001935515552001148 0.0018125328111972777
leaf_count=971 220 498 1520 701
internal_value=0 -0.00186538 -0.00427558 -0.00894129
internal_weight=0 0.00579972 0.00477012 0.00374805
internal_count=3910 2939 2441 2221
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=5
num_cat=0
split_feature=2 0 0 3
split_gain=7.81014e-06 2.17312e-05 3.87843e-05 1.42158e-05
threshold=0.099015000000000006 -0.06402999999999999 -0.10575999999999998 0.090325000000000003
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.0013370834239712194 0.011100024092159974 0.005754815136915903 -0.023498956948413065 -0.0021366893866651502
leaf_weight=0.0015785277930740044 0.0014452553308876496 0.0017818133290555586 0.00104503226020642 0.0018498409090950429
leaf_count=342 823 333 2089 323
internal_value=0 -0.00276765 -0.00855576 0.00366904
internal_weight=0 0.00440537 0.00262356 0.0032951
internal_count=3910 2764 2431 1146
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=7
num_cat=0
split_feature=40 42 3 13 4 1
split_gain=1.61887e-05 2.57671e-05 3.02869e-05 3.07877e-05 4.67191e-05 2.92065e-05
threshold=-0.074429999999999982 0.091955000000000023 -0.100615 -0.083514999999999992 0.0057500000000000008 0.11052000000000002
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=0.00022975843576892463 0.000218175603030669 -0.00031917547896481762 0.00019991981657526523 -0.00046494664862704741 0.00025215718921772111 -0.00022052860437734927
leaf_weight=0.0010470007163269407 0.0019659081508122556 0.0010259259316438025 0.0011641371690799883 0.0012740324414763585 0.0010016226717482935 0.0010086680303514955
leaf_count=308 458 734 874 1139 273 124
internal_value=0 -3.06485e-05 1.5499e-05 -7.40699e-05 -0.000171186 1.4986e-05
internal_weight=0 0.00744029 0.00641437 0.00444846 0.00328432 0.00201029
internal_count=3910 3602 2868 2410 1536 397
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=5
num_cat=0
split_feature=52 1 16 0
split_gain=7.36009e-06 2.47858e-05 1.71833e-05 2.97968e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0042949092761354292 -0.0057314898466488953 0.015368102212440886 -0.010092614377961148 0.013627076385331198
leaf_weight=0.0014640716373740645 0.0019758761013384061 0.0011404103530791017 0.0017959306669899592 0.0013305037413601783
leaf_count=742 462 448 817 1441
internal_value=0 0.00431483 -0.0022185 0.00205849
internal_weight=0 0.00260448 0.00510231 0.00330638
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=5
num_cat=0
split_feature=2 0 0 2
split_gain=6.46989e-06 1.6204e-05 3.42046e-05 1.25644e-05
threshold=0.099015000000000006 -0.06402999999999999 -0.10575999999999998 0.11339500000000001
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.0017385517648606593 0.010014528926892412 0.0048359448432135346 -0.021618619680035436 -0.0023715930982374784
leaf_weight=0.0015814395091672843 0.0015201716463303591 0.0017833371588477152 0.0010388005104208235 0.0017755270976180287
leaf_count=342 499 333 2089 647
internal_value=0 -0.00251702 -0.00752146 0.00334162
internal_weight=0 0.00440358 0.00262024 0.0032957
internal_count=3910 2764 2431 1146
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=7
num_cat=0
split_feature=3 15 48 151 52 43
split_gain=1.21395e-05 2.19658e-05 2.58233e-05 5.06247e-05 2.69066e-05 3.99601e-05
threshold=0.13772500000000001 -0.16430499999999995 0.092065000000000022 -0.016164999999999995 -0.010284999999999997 -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=0.00021335304695226765 0.00017898894227329876 0.00035722741044454982 -0.00036767406808632376 -0.00035428729716690085 -0.00024834826989081636 0.00024560698852223504
leaf_weight=0.00115215161197137 0.0012000234149265885 0.0010530953683699855 0.0010124048670230954 0.0013243547654698275 0.001300110086511153 0.0012210410127835802
leaf_count=347 239 478 327 744 1216 559
internal_value=0 -3.43205e-05 -8.25962e-05 -2.36785e-05 -0.00012799 -9.11642e-06
internal_weight=0 0.00706316 0.00591101 0.0048986 0.00384551 0.00252115
internal_count=3910 3671 3324 2997 2519 1775
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=6
num_cat=0
split_feature=42 133 49 16 1
split_gain=1.72776e-05 3.39315e-05 6.68119e-05 4.3887e-05 8.9851e-05
threshold=0.092145000000000019 0.083815000000000014 -0.0019649999999999997 0.13514000000000004 0.094890000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00033240077394128606 -0.00022205027029888227 0.00033730056208511431 -0.00038352207626758238 0.00046114125359873466 0.00027236258102352373
leaf_weight=0.0018950799314919487 0.0011900999587053009 0.0011803322226111865 0.001378782115452803 0.0010354282980634009 0.0019230102306487295
leaf_count=441 832 876 1126 299 336
internal_value=0 3.24638e-05 -2.52691e-05 0.000108927 -1.52564e-06
internal_weight=0 0.00741263 0.0062323 0.00433722 0.00330179
internal_count=3910 3078 2202 1761 1462
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
num_cat=0
split_feature=43 43 52 0 1
split_gain=6.75504e-06 1.88691e-05 1.75469e-05 2.94725e-05 1.6449e-05
threshold=-0.057994999999999998 -0.091114999999999988 -0.074484999999999982 -0.15137999999999999 0.095155000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0030490071820779706 -0.012894681450958199 0.013685909989666021 0.012740979794199213 -0.014130291493585249 0.0024545830311930869
leaf_weight=0.001613287340922314 0.0011756535655069026 0.0011569238463088783 0.0013791301408072223 0.0011642841909490114 0.0012295685069059258
leaf_count=655 438 1119 232 1124 342
internal_value=0 0.00394 -0.00222724 0.00109671 -0.00561171
internal_weight=0 0.00277021 0.00494864 0.00377298 0.00239385
internal_count=3910 1774 2136 1698 1466
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 0
split_gain=1.04852e-05 3.50196e-05 2.15495e-05 3.93015e-05 4.87939e-05 3.83438e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977 -0.19631499999999999
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=8.9714506335380323e-05 -0.00020001152593313308 -0.00039168710492689908 0.00040615772256376645 -8.320324056510112e-05 -0.00029091100508239287 0.00045419559141233193
leaf_weight=0.0013804117404381832 0.0011377000411450719 0.0010031819346651874 0.0012023969864530734 0.0010171476621551184 0.0013789953485996301 0.0010247170171990465
leaf_count=422 324 1586 818 119 319 322
internal_value=0 -0.000112893 4.17356e-05 0.000101225 -5.95551e-06 0.000186492
internal_weight=0 0.00238359 0.00576096 0.00462326 0.00342086 0.00204186
internal_count=3910 2008 1902 1578 760 441
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=7
num_cat=0
split_feature=52 13 4 15 0 15
split_gain=1.53498e-05 3.25203e-05 3.57941e-05 2.59424e-05 2.18659e-05 1.87734e-05
threshold=0.11401500000000002 -0.083514999999999992 -0.0010999999999999996 -0.10071499999999999 -0.053834999999999994 -0.0039399999999999991
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=4.8711887638565652e-05 -0.00020972882509490999 0.00032417006681951404 1.5597757724869865e-05 -0.00036269872243112599 -6.5096680265760634e-05 0.00040733456254247644
leaf_weight=0.0011121683623585429 0.0011579033321940059 0.001127953577043751 0.0012252076181413641 0.0016164918465884808 0.0010918135767274493 0.0011328774042853298
leaf_count=609 647 1171 280 451 350 402
internal_value=0 3.3261e-05 -5.38606e-05 -0.000199595 0.000132706 0.000229677
internal_weight=0 0.00730651 0.00506147 0.0028417 0.00221977 0.00224505
internal_count=3910 3263 2252 731 1521 1011
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=7
num_cat=0
split_feature=42 49 1 4 52 0
split_gain=6.8009e-06 2.3327e-05 1.92692e-05 2.99969e-05 1.67617e-05 1.50046e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.048794999999999991 -0.014809999999999999
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=0.001137299362142224 -0.0074068707481462995 0.016678384060783254 0.015113020324919025 -0.012437882589087077 -0.016937484721062091 -9.3946983237404714e-05
leaf_weight=0.0010506634246896154 0.0010720325727531354 0.0010131947419637446 0.0013612117302265535 0.00110548450140887 0.001002718981330428 0.0011263088519889151
leaf_count=339 832 1346 303 498 371 221
internal_value=0 0.00117517 0.00512674 0.000937677 -0.00768908 0.00784885
internal_weight=0 0.00665958 0.0046062 0.00324499 0.00205338 0.0021395
internal_count=3910 3078 2368 2065 710 1567
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=6
num_cat=0
split_feature=52 13 1 0 15
split_gain=7.30396e-06 2.1529e-05 2.99164e-05 2.96252e-05 1.95688e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.070894999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016653261591014835 -0.0077528201446463363 -0.0050358939091022306 -0.013736455022708139 0.014947241909559473 0.019471369574608696
leaf_weight=0.0010000930804472334 0.0010530269240246687 0.0017965365798413384 0.0015775900489414796 0.0012637449501179262 0.0010300641042895449
leaf_count=610 647 1410 324 518 401
internal_value=0 0.00120906 -0.00255034 0.00321615 0.00979737
internal_weight=0 0.00666803 0.00463787 0.00306028 0.00203016
internal_count=3910 3263 2252 1928 1011
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=7
num_cat=0
split_feature=49 3 0 12 4 0
split_gain=7.31106e-06 2.26271e-05 2.67407e-05 3.05602e-05 9.85731e-06 6.0798e-06
threshold=-0.029304999999999998 -0.13309499999999996 -0.032484999999999993 0.085665000000000005 0.055260000000000011 -0.13027499999999997
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=-0.00037842900357098141 -0.013888223926491994 0.0053575436814730613 -0.012190381273946798 0.02047529929514896 -0.0076202554251355902 0.010596384304867862
leaf_weight=0.0010005687459329108 0.0012245295717105715 0.0013341084309465455 0.0010866791566926889 0.0010035356934997865 0.0010427004413526633 0.0010186797637597388
leaf_count=188 324 663 233 1824 307 371
internal_value=0 -0.00184554 0.00145568 0.00584248 -0.000335786 0.0051582
internal_weight=0 0.00569155 0.00446702 0.00338034 0.00237681 0.00201925
internal_count=3910 3351 3027 2794 970 559
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=6
num_cat=0
split_feature=49 15 3 12 3
split_gain=9.44049e-06 2.58171e-05 2.21341e-05 4.18266e-05 1.92862e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.075954999999999981 0.091555000000000011 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.00033330822326010191 5.6134901409632878e-05 -9.9654505812116074e-05 0.00019356332411709227 -0.00048044651422460489 -8.8976732493668148e-05
leaf_weight=0.0010212864138837855 0.0011819408386300918 0.0010996048199482635 0.0018190743527768355 0.0010589053805899508 0.0018980058072918444
leaf_count=228 1455 331 881 717 298
internal_value=0 0.000108833 -4.35003e-05 -0.000197425 4.92935e-05
internal_weight=0 0.00212089 0.00595793 0.00224085 0.00371708
internal_count=3910 559 3351 2172 1179
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=7
num_cat=0
split_feature=11 2 3 12 2 15
split_gain=2.58826e-05 3.52493e-05 3.4453e-05 2.31513e-05 2.17744e-05 1.00209e-05
threshold=1.0000000180025095e-35 0.091985000000000011 0.088060000000000013 0.085325000000000012 0.11339500000000001 -0.033649999999999992
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00012289136045706892 -0.00029700175323646785 0.00038181407573158898 0.00020392761644933598 -0.00032108666187675121 -0.00017450625968587328 0.00014815500331613173
leaf_weight=0.0010304232049924732 0.0010187211249595126 0.0016192436375621951 0.00113937006066241 0.0012612502417220744 0.0012004470715810494 0.0010679294579493462
leaf_count=348 304 1032 124 1390 231 481
internal_value=0 3.65821e-05 0.000161936 -0.000111139 9.77149e-06 1.50542e-05
internal_weight=0 0.00731866 0.00395906 0.0033596 0.00233982 0.00209835
internal_count=3910 3606 1387 2219 355 829
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=6
num_cat=0
split_feature=15 47 2 0 52
split_gain=1.11371e-05 1.96719e-05 2.98842e-05 5.40684e-05 4.67993e-05
threshold=-0.24219999999999997 0.09252500000000001 0.10946500000000002 0.012625000000000003 -0.069134999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00018767839122345699 -0.00021737607604035102 -0.00023110838815312441 0.00026788766614905082 -0.00043081670015025585 0.00027194016853756355
leaf_weight=0.0010194327218026643 0.0012709542628567343 0.0014985774670561273 0.0014183855573802213 0.0011180970528139322 0.0018386118915564339
leaf_count=317 579 394 486 214 1920
internal_value=0 -3.14003e-05 2.16063e-05 -6.10213e-05 7.19449e-05
internal_weight=0 0.00714463 0.00564605 0.00422766 0.00310957
internal_count=3910 3593 3199 2713 2499
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=7
num_cat=0
split_feature=2 52 150 2 12 3
split_gain=6.88889e-06 2.31966e-05 2.18313e-05 1.90236e-05 1.69188e-05 1.19332e-05
threshold=0.10946500000000002 0.084890000000000007 0.084555000000000019 0.12663500000000003 0.092150000000000024 -1.0000000180025095e-35
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=-0.0072098917072023101 0.012425698951950642 -0.01419135179031613 -0.011030935590277659 -0.0057562044870673439 0.015920647608887058 0.0079678861215381567
leaf_weight=0.0010295106655037643 0.0013216924314156341 0.0012082615781665584 0.0010381150431894798 0.0010192213493107609 0.0010680772435822331 0.0010426197540796239
leaf_count=1072 398 1032 295 369 526 218
internal_value=0 -0.00198808 0.00154079 0.0045094 0.00569685 0.000427007
internal_weight=0 0.00538658 0.00417832 0.00234091 0.00314021 0.00207213
internal_count=3910 3143 2111 767 1816 1290
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=7
num_cat=0
split_feature=42 49 160 4 52 0
split_gain=8.95856e-06 2.00275e-05 5.30988e-05 1.81475e-05 2.98335e-05 2.50332e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.057440000000000012 0.25367000000000006 0.091210000000000013 -0.070174999999999987
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=-0.00041934717384050377 -0.00016581180249274514 6.8753574071781144e-05 0.00019592438529798554 0.00029840222128355373 0.0002703243616874375 -0.0003350577446085166
leaf_weight=0.0011673329307239639 0.0011406033185105786 0.0013727935800415629 0.0010023178551951796 0.0012201588663457866 0.0012315269362606967 0.0010353870904329786
leaf_count=476 843 1256 229 288 488 330
internal_value=0 2.15293e-05 -0.000135109 9.14593e-05 2.20847e-05 -0.000104863
internal_weight=0 0.00702952 0.00216965 0.00485987 0.00363971 0.00240818
internal_count=3910 3067 705 2362 2074 1586
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 0
split_gain=7.50586e-06 1.86792e-05 1.92486e-05 2.45837e-05 1.45048e-05 1.0231e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 0.090905000000000014 -0.014809999999999999
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=-0.015289934330240292 -0.0077516918931671832 0.014148223362907306 0.014759475364778002 -0.011548414669996931 0.0015513239727377231 0.00029133704088381084
leaf_weight=0.0010041776319654665 0.0010804438956112253 0.0010097610668745912 0.0013592570188445509 0.0011023906206661018 0.0010421386214837477 0.0011281089925439813
leaf_count=409 843 1343 302 496 296 221
internal_value=0 0.0012352 0.00477138 0.000581472 -0.0067131 0.00683624
internal_weight=0 0.00664583 0.00459952 0.00324026 0.00204632 0.00213787
internal_count=3910 3067 2362 2060 705 1564
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=49 3 3 12 3
split_gain=8.43454e-06 2.47058e-05 1.94777e-05 4.49208e-05 2.01708e-05
threshold=-0.029304999999999998 -0.0026499999999999996 -0.075954999999999981 0.091555000000000011 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.016678106163136208 0.0040887942728360539 -0.0054112141861592106 0.01026959509092455 -0.02492581730318931 -0.0048119534493035005
leaf_weight=0.0010025899015913802 0.0011376162278163252 0.0010229329849936934 0.0017333728398968369 0.0010049849413748797 0.0018157800261087492
leaf_count=361 1455 198 881 717 298
internal_value=0 0.00552252 -0.00199148 -0.00952048 0.00255373
internal_weight=0 0.00202552 0.00569175 0.0021426 0.00354915
internal_count=3910 559 3351 2172 1179
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=7.44664e-06 2.41618e-05 3.04274e-05 2.10805e-05 4.17982e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.086425000000000016 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078038047323520619 0.014138331410928608 -0.014030716198011474 -0.0026661703968022233 -0.008802625118398421 0.021735016178651922
leaf_weight=0.0010595335182675214 0.0011893341488704032 0.0014455552341265743 0.0017043096804363271 0.0011137021200372452 0.0011936606459274654
leaf_count=1060 595 862 893 268 232
internal_value=0 0.00122316 -0.00159155 0.00289075 0.00738457
internal_weight=0 0.00664656 0.00545723 0.00401167 0.00289797
internal_count=3910 2850 2255 1393 1125
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=6
num_cat=0
split_feature=15 150 15 43 43
split_gain=1.04252e-05 1.6557e-05 3.35265e-05 2.19398e-05 6.10614e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.038029999999999987 -0.083899999999999988 0.0050750000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0001822685210818937 -0.00028668410482535184 0.00013936796682913785 0.00024669656459907992 -0.00040445547181428395 0.00025096076440423202
leaf_weight=0.0010190421458115828 0.001970069296700812 0.001689817837885208 0.0012099084630227928 0.0011121277823575961 0.0010745279271247197
leaf_count=317 1093 487 484 1124 405
internal_value=0 -2.98936e-05 -8.31898e-05 3.48406e-05 -8.23823e-05
internal_weight=0 0.00705645 0.00536663 0.00339656 0.00218666
internal_count=3910 3593 3106 2013 1529
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=6
num_cat=0
split_feature=42 160 15 1 15
split_gain=3.98477e-05 4.68062e-05 4.6699e-05 4.79421e-05 7.51597e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00033787109640532362 -0.0002370129896688718 0.00043549510265655442 0.00051476027685676479 -0.00022018803568052184 -0.00019092974665529353
leaf_weight=0.001168467745331722 0.0016737604421267829 0.0019227992254455734 0.001025850991900481 0.0016208174298857937 0.0011934546131076355
leaf_count=1060 1040 520 642 371 277
internal_value=0 5.16337e-05 0.000135467 5.33281e-05 0.000195589
internal_weight=0 0.00743668 0.00576292 0.00473707 0.00311625
internal_count=3910 2850 1810 1168 797
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=7
num_cat=0
split_feature=42 39 2 43 4 15
split_gain=1.58974e-05 2.59516e-05 4.09053e-05 3.38265e-05 3.32526e-05 1.95992e-05
threshold=0.091955000000000023 0.084740000000000024 0.11125500000000001 -0.07526999999999999 -0.06272999999999998 -0.095799999999999982
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=0.00025307125098077138 -0.00021468025916773737 -0.00024651470160534709 0.00033259521292043468 -0.00041436104645029985 -0.00017352396883286024 0.00020958621787403099
leaf_weight=0.0012394014650239128 0.0011662140155370209 0.0010909385883784133 0.0017745043014763019 0.0010479918031106204 0.0010440863688388499 0.0010100575715128819
leaf_count=1014 843 260 405 850 238 300
internal_value=0 3.20785e-05 8.17721e-05 -2.07461e-05 -0.000130145 1.48578e-05
internal_weight=0 0.00720698 0.00611604 0.00434154 0.00310214 0.00205414
internal_count=3910 3067 2807 2402 1388 538
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=6
num_cat=0
split_feature=0 43 13 4 4
split_gain=7.85846e-06 2.48306e-05 2.23043e-05 1.87782e-05 7.43201e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.080255000000000007 -0.34687499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.012892838912124435 -0.00056047583010088717 0.011848015781371235 0.0031639099801450327 -0.014208511771675304 0.011389628332732445
leaf_weight=0.0015183060126379364 0.0010746135317415023 0.0014892083365398655 0.0016318180000771888 0.0010056600362585892 0.0010091649130586065
leaf_count=1197 249 1155 896 216 197
internal_value=0 -0.00195875 0.00206416 -0.00346013 0.00522691
internal_weight=0 0.00564499 0.00412669 0.00263748 0.00208378
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=6
num_cat=0
split_feature=0 47 3 42 0
split_gain=1.49665e-05 3.24966e-05 3.30777e-05 6.19822e-05 7.85677e-06
threshold=-0.017269999999999997 0.086425000000000016 0.096385000000000012 0.060615000000000009 0.12346000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.00034106506010920872 0.00025879500784249763 -0.00026894375016560081 0.00029253875957092895 0.00023524110341317632 2.7840698810369493e-05
leaf_weight=0.0015572896943600349 0.0010765052989907277 0.0018160728888625532 0.0013907146443359886 0.0013305086769913779 0.0011948909053154408
leaf_count=1166 282 464 262 1572 164
internal_value=0 -4.91798e-05 4.4102e-05 -7.55409e-05 0.000137299
internal_weight=0 0.00609459 0.00427851 0.0028878 0.0022714
internal_count=3910 3464 3000 2738 446
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=6
num_cat=0
split_feature=42 0 15 3 1
split_gain=7.18658e-06 2.00412e-05 3.8952e-05 3.25657e-05 5.03367e-05
threshold=0.091955000000000023 0.039665000000000006 1.0000000180025095e-35 0.11265500000000002 0.094695000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0041536977840809768 -0.0075870616655408915 0.012191300929176481 -0.018862095616008306 -0.010187055688420562 0.022050796097896189
leaf_weight=0.0015064620804919363 0.0010792635053008121 0.0013297913115522687 0.0010429847830811011 0.0013463806312796877 0.0014278396907197461
leaf_count=1099 843 272 1088 245 363
internal_value=0 0.00121004 -0.00153295 0.00268928 0.00859748
internal_weight=0 0.00665346 0.00532367 0.00428068 0.0029343
internal_count=3910 3067 2795 1707 1462
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=7.23243e-06 2.32032e-05 2.57359e-05 1.86278e-05 4.083e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -0.065054999999999988 0.086425000000000016 0.096385000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0077037347895957363 0.013836704478809287 -0.012987270269804875 -0.003126380794377943 -0.0084238240706204469 0.020963045752502595
leaf_weight=0.0010561467139296168 0.0011933942835152637 0.0014475475093950422 0.0017112037573153195 0.00111534705901412 0.0011949203310259865
leaf_count=1060 595 862 893 268 232
internal_value=0 0.00120328 -0.00155346 0.0025622 0.00677855
internal_weight=0 0.00666241 0.00546902 0.00402147 0.00290612
internal_count=3910 2850 2255 1393 1125
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=1.6277e-05 2.84831e-05 2.73735e-05 2.54774e-05 6.76739e-05 5.95836e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 0.094385000000000011 -0.0039399999999999991 0.053925000000000008
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=-0.00024651191574794339 -0.0002392983503109459 0.00036113316666501786 -0.00050757875038981708 0.00042652542634338678 0.00014708314330914298 -0.00017658201878742867
leaf_weight=0.0012214051803556463 0.0010017120726138326 0.0011030403019908703 0.0010249249347534524 0.0014163118297488432 0.0014891010081139455 0.0011340860373931945
leaf_count=390 285 193 1046 499 1253 244
internal_value=0 2.70513e-05 8.12278e-05 2.0264e-05 -0.000119811 0.000158341
internal_weight=0 0.00738887 0.00616746 0.00506442 0.00251403 0.0025504
internal_count=3910 3625 3235 3042 2299 743
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=7.01862e-06 1.77508e-05 2.53028e-05 2.63958e-05 3.54569e-05
threshold=0.12730000000000002 0.085545000000000024 -0.25582999999999995 -0.00059999999999999995 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.01395814792409495 0.0068758433785298797 -0.010888200569717107 0.0078946625644889124 -0.020372369772063012 0.0047390063904960162
leaf_weight=0.001233098686109681 0.0012397746054357058 0.0014963505428429438 0.0014700434538867236 0.0012740466111703756 0.0010064996681406948
leaf_count=234 345 1430 1061 694 146
internal_value=0 -0.00133654 0.00153134 -0.00255428 -0.00928968
internal_weight=0 0.00648004 0.00498369 0.00375059 0.00228055
internal_count=3910 3565 2135 1901 840
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=6
num_cat=0
split_feature=1 4 47 13 52
split_gain=6.26483e-06 2.46147e-05 1.69356e-05 2.86582e-05 2.98875e-05
threshold=0.076710000000000014 -0.16401499999999997 0.086425000000000016 -0.00059999999999999995 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0061640287073098455 0.018635167605167535 -0.01481106496161207 -0.0062870400064702226 -0.012009766569284749 0.0097037582227740907
leaf_weight=0.0011032321566791391 0.0011638842306794248 0.0011351523340048816 0.0017555276540206668 0.0011755019463764635 0.0013758823225920487
leaf_count=92 903 1916 382 331 286
internal_value=0 -0.00447307 0.00180702 0.0056316 -0.000300337
internal_weight=0 0.00223838 0.0054708 0.00371527 0.00255138
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=7
num_cat=0
split_feature=150 2 16 13 2 2
split_gain=1.53855e-05 2.35075e-05 3.40962e-05 2.92458e-05 3.09309e-05 3.90046e-05
threshold=0.10559 0.12547000000000003 -0.25582999999999995 1.0000000180025095e-35 0.084235000000000018 0.097360000000000016
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=0.00033245163121413347 -0.00022727726598424625 -0.00024442760328847248 0.00030967388706243279 -0.00025518260933192689 -0.0003277739225217388 0.0002071490015412707
leaf_weight=0.0015032580348530895 0.001018329456212423 0.0010333247527300887 0.0014310573251959959 0.0013148678614787294 0.0010637865820146591 0.0010329630974111011
leaf_count=342 233 343 844 608 1136 404
internal_value=0 2.98286e-05 7.44865e-05 -5.59083e-06 8.74359e-05 -6.42443e-05
internal_weight=0 0.00737926 0.00634593 0.00484267 0.00352781 0.00209675
internal_count=3910 3677 3334 2992 2384 1540
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=6
num_cat=0
split_feature=49 2 2 52 4
split_gain=1.28933e-05 2.91074e-05 3.20508e-05 3.08317e-05 5.76317e-05
threshold=0.098655000000000007 0.11260500000000001 0.10066500000000002 -0.087604999999999988 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00029036838420382825 0.00020467912514729136 0.00021171679945005829 -0.0004106298644050228 0.00032979321546874912 -0.00017367777069715473
leaf_weight=0.0012636615304125009 0.0010038851127635983 0.0014932595056050425 0.0010208798948500375 0.0016740423676561884 0.0018293299727961453
leaf_count=482 447 493 344 1592 552
internal_value=0 -3.23587e-05 -9.53292e-05 -2.78063e-05 6.68995e-05
internal_weight=0 0.00728117 0.00578791 0.00476703 0.00350337
internal_count=3910 3463 2970 2626 2144
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=7
num_cat=0
split_feature=42 3 49 49 0 16
split_gain=1.40671e-05 2.4715e-05 2.31836e-05 4.27015e-05 4.40277e-05 5.08382e-07
threshold=0.092145000000000019 -0.13927999999999999 -0.0019649999999999997 1.0000000180025095e-35 -0.032484999999999993 -0.053084999999999993
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=0.00029114861707703316 -0.00020240772542701475 -0.00020197015559260317 0.00038087241439774733 -0.00026477812409611383 -0.00014095013609900119 0.00031863221643839093
leaf_weight=0.0011549825465898356 0.0011840089637570527 0.0018927459108189987 0.0010012612305566005 0.0011438711226221566 0.0010803495753947462 0.0010170810231191945
leaf_count=301 832 654 888 670 145 420
internal_value=0 2.80199e-05 -2.15145e-05 5.89927e-05 0.000178512 0.000349508
internal_weight=0 0.00729029 0.00613531 0.00424256 0.00309869 0.00201834
internal_count=3910 3078 2777 2123 1453 1308
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=6
num_cat=0
split_feature=52 151 2 3 1
split_gain=6.85687e-06 1.94161e-05 3.74752e-05 2.07241e-05 1.19225e-05
threshold=0.11401500000000002 -0.0088999999999999982 0.086875000000000022 0.11265500000000002 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0087362162357158997 -0.007497453403192445 -0.013963384985810038 0.017483129476353752 0.00023780757463828458 0.001029889275706228
leaf_weight=0.0015276975181536655 0.0010589743208780211 0.0010068062073971249 0.0019311505121141605 0.0010902496016341537 0.0011207557096445026
leaf_count=620 647 1013 1261 155 214
internal_value=0 0.00116396 0.00410134 0.0112603 -0.00606524
internal_weight=0 0.00667666 0.00514896 0.0030214 0.00212756
internal_count=3910 3263 2643 1416 1227
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=6
num_cat=0
split_feature=49 15 16 2 43
split_gain=9.08356e-06 3.99913e-05 1.94723e-05 2.17919e-05 2.16503e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.4387299999999999 0.10113500000000002 -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=0.000384969506214383 -0.00028805303539551961 -0.00014981813281469332 -5.3857280851384164e-05 -0.00016670924030787559 0.00026187323065111564
leaf_weight=0.0010438699596975439 0.0010049254330143182 0.0011084837714041076 0.001675733508035006 0.0017486695512659513 0.0016643399397703582
leaf_count=228 276 331 1706 697 672
internal_value=0 0.000109549 -3.86295e-05 1.06266e-05 0.000103469
internal_weight=0 0.00215235 0.00609367 0.00508874 0.00334007
internal_count=3910 559 3351 3075 2378
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=7
num_cat=0
split_feature=49 47 15 1 12 0
split_gain=9.66467e-06 2.76141e-05 2.90164e-05 3.51714e-05 2.393e-05 1.78042e-05
threshold=0.10251500000000001 0.09252500000000001 -0.03231499999999999 0.093720000000000012 0.091405000000000014 -0.083934999999999996
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=-9.4688795418475347e-05 0.00018066833918916437 -0.000293321636679377 -2.0117879374983178e-05 0.00037725612932423553 0.00012465127239527681 -0.00037262345859724561
leaf_weight=0.0010068066227096489 0.0010072794410568497 0.0012206673779023769 0.0010260154735967967 0.0015292596303490558 0.0013133871083820018 0.0011895352056552244
leaf_count=595 408 303 685 508 718 693
internal_value=0 -2.4244e-05 2.99117e-05 0.000189896 -8.50609e-05 -0.000209379
internal_weight=0 0.00728567 0.006065 0.00253607 0.00352894 0.00221555
internal_count=3910 3502 3199 1103 2096 1378
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=7
num_cat=0
split_feature=11 16 151 3 1 0
split_gain=1.58316e-05 2.57666e-05 2.51801e-05 5.0246e-05 2.44787e-05 2.20461e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 0.095575000000000007 -0.13506999999999997
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=-0.00022894710704371381 -0.00023098525384433215 0.00033226925754814107 4.1797115981692728e-05 -0.00041958252900995763 0.00041185920922820425 -1.357800808636738e-05
leaf_weight=0.0012221826570677401 0.0010057743903250432 0.0012414580603075384 0.0017521967152168486 0.0010165183720357955 0.0011306927709806673 0.0010405513510515071
leaf_count=390 285 545 1996 133 370 191
internal_value=0 3.11962e-05 8.26314e-05 1.98951e-05 0.000186938 -0.000214209
internal_weight=0 0.0074036 0.00618142 0.00493996 0.00288289 0.00205707
internal_count=3910 3625 3235 2690 2366 324
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=7
num_cat=0
split_feature=47 12 12 3 1 16
split_gain=1.38426e-05 2.11479e-05 3.36808e-05 3.40287e-05 7.29596e-05 4.01406e-05
threshold=0.10561500000000001 0.10058500000000002 0.090385000000000007 0.11818000000000002 0.094385000000000011 -0.083564999999999987
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=0.00013497016081469572 0.00017646202814067147 -0.00028521931164735551 0.00030691519867374412 -0.00038453327821422634 0.00042540824160500516 -0.00037053558365740806
leaf_weight=0.0010123305876450048 0.0013868142847285108 0.0011174807264956585 0.001168899220340921 0.0010068782463087114 0.0011751580764532039 0.0014970472162464904
leaf_count=615 280 484 816 212 443 1060
internal_value=0 -3.80214e-05 9.11587e-06 -6.5083e-05 2.22137e-05 -0.000166605
internal_weight=0 0.00697779 0.00586031 0.00469141 0.00368454 0.00250938
internal_count=3910 3630 3146 2330 2118 1675
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=7
num_cat=0
split_feature=11 16 151 3 1 15
split_gain=1.79272e-05 2.99481e-05 3.27559e-05 6.38249e-05 2.85055e-05 1.56343e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.0074049999999999993 0.076695000000000013 1.0000000180025095e-35 -0.0039399999999999991
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=-0.00024769864963854524 -0.00024738661243088231 0.00037048703147304061 1.1868589823195382e-06 -0.00041652114752884883 0.00038663006663679792 -7.5293848936095967e-05
leaf_weight=0.0012309796662581052 0.0010013650843074097 0.0012524265949059631 0.0014238377717568382 0.0010478251535365574 0.0015307514566249133 0.001017567274963671
leaf_count=390 285 545 1569 179 797 145
internal_value=0 3.19272e-05 8.68047e-05 1.60292e-05 0.000200882 -0.000248407
internal_weight=0 0.00750339 0.00627241 0.00501998 0.00295459 0.00206539
internal_count=3910 3625 3235 2690 2366 324
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=7
num_cat=0
split_feature=3 1 16 15 2 52
split_gain=1.82356e-05 2.59328e-05 5.30689e-05 4.52958e-05 4.80037e-05 3.83362e-05
threshold=-0.15464999999999998 0.094385000000000011 -0.27337499999999998 -0.0039399999999999991 0.096540000000000015 -0.07125999999999999
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=0.00024851355803908186 -0.00045012119837163362 -0.00023533437868453568 -3.4163958312923161e-05 -0.00026813876399531315 0.00030605798124423689 0.00044012089956695972
leaf_weight=0.0010136790123850999 0.0012737352969060859 0.001392520982558773 0.0011473914196578779 0.0011433558511895845 0.0010967124457285401 0.001527527119988916
leaf_count=259 1194 314 324 1194 220 405
internal_value=0 -3.15076e-05 7.50814e-05 -0.000154891 1.29816e-05 0.000236679
internal_weight=0 0.00758124 0.00406744 0.0035138 0.00224007 0.00267492
internal_count=3910 3651 1043 2608 1414 729
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=6
num_cat=0
split_feature=1 4 3 3 15
split_gain=6.89917e-06 1.94389e-05 1.50346e-05 3.31494e-05 4.92489e-05
threshold=0.076710000000000014 -0.16401499999999997 -0.13309499999999996 -0.015794999999999997 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.0047410629414113038 -0.0085999976785188642 -0.01379084583317099 0.019090952374418404 0.0093850698093946427 -0.015592288611874089
leaf_weight=0.0011148207634368529 0.0010966011991249769 0.0011498023347995179 0.0011497670482839115 0.0019673509067906032 0.0013184443446067283
leaf_count=92 324 1916 818 441 319
internal_value=0 -0.00466802 0.00188453 0.00447662 -0.00063724
internal_weight=0 0.00226462 0.00553216 0.00443556 0.0032858
internal_count=3910 2008 1902 1578 760
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=7
num_cat=0
split_feature=42 39 2 49 43 16
split_gain=7.1568e-06 1.96056e-05 2.4706e-05 2.69611e-05 2.91008e-05 3.98133e-05
threshold=0.091955000000000023 0.084740000000000024 0.11462500000000002 -0.00064499999999999985 -0.0098949999999999975 -0.035699999999999989
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=-0.011109392836990188 -0.0075364808634381794 -0.011643170923729521 0.017298751679802257 0.019558518231698602 -0.015337491560387604 0.011582722105968071
leaf_weight=0.0014243992543530029 0.0010886721667000675 0.0010086627282392705 0.0010545766099973944 0.0010016856500488992 0.0010310278204449489 0.0011760049584826219
leaf_count=520 843 260 320 1039 591 337
internal_value=0 0.00120574 0.00348438 0.000339994 0.00542255 -0.000993208
internal_weight=0 0.00669636 0.00568769 0.00463312 0.00320872 0.00220703
internal_count=3910 3067 2807 2487 1967 928
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.43482e-05 3.65495e-05 3.01718e-05 3.21591e-05 6.86714e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00028703674558056556 -0.00022551733521882544 0.00038513212297243974 0.00031520360540092547 -0.00031704147050034577 0.00020465396398663017
leaf_weight=0.0012052678219339587 0.0010007481576678728 0.0010728527264404607 0.0011216900113288817 0.0019821872803533992 0.0018998240029932619
leaf_count=380 304 184 512 1055 1475
internal_value=0 2.48792e-05 8.67468e-05 2.27695e-05 -6.17281e-05
internal_weight=0 0.00728182 0.00607655 0.0050037 0.00388201
internal_count=3910 3606 3226 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=6
num_cat=0
split_feature=11 16 3 151 15
split_gain=1.73349e-05 2.24017e-05 3.30818e-05 2.82818e-05 6.70073e-05
threshold=0.07677500000000001 -0.41862999999999995 -0.10628499999999998 -0.0074049999999999993 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00021603158299042939 -0.0002465853059626973 0.00038690832890322431 0.0002858352303716996 -0.0003199323485106917 0.00019313821062320018
leaf_weight=0.0012030730481937223 0.001000905759558364 0.0010866241484510705 0.0011103126376584178 0.0019986227742529849 0.0019176540322213224
leaf_count=390 285 193 512 1055 1475
internal_value=0 2.85441e-05 7.66763e-05 9.61182e-06 -6.87009e-05
internal_weight=0 0.00731629 0.00611321 0.00502659 0.00391628
internal_count=3910 3625 3235 3042 2530
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=7
num_cat=0
split_feature=49 3 3 12 2 1
split_gain=8.05131e-06 2.2089e-05 2.06581e-05 4.01639e-05 2.44271e-05 1.75457e-06
threshold=-0.029304999999999998 -0.0026499999999999996 -0.075954999999999981 0.091555000000000011 0.10362500000000001 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.015879717884588921 0.0030806450952595107 -0.004964326462130143 0.012944705186674517 -0.024239001438212723 -0.0066024445335949103 0.0070435194904809872
leaf_weight=0.0010098538298818948 0.0011541904283142383 0.0010238774675727091 0.0010128754637546472 0.001008183479978118 0.0015785220205458096 0.0010025323966998034
leaf_count=361 1455 198 359 717 485 335
internal_value=0 0.00538583 -0.00193372 -0.00965685 0.00271308 0.0100093
internal_weight=0 0.00203373 0.0057563 0.00216237 0.00359393 0.00201541
internal_count=3910 559 3351 2172 1179 694
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=6
num_cat=0
split_feature=1 4 47 13 52
split_gain=7.24748e-06 1.61444e-05 1.47499e-05 2.30951e-05 2.6032e-05
threshold=0.076710000000000014 -0.16401499999999997 0.086425000000000016 -0.00059999999999999995 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0037876819379573518 0.017136947252941518 -0.0131330962391476 -0.0055805048295151059 -0.010686187731790205 0.009475214728393043
leaf_weight=0.0011114269898894367 0.0011701627615541342 0.0011445536385247914 0.0017747311311011424 0.0011863623545358202 0.0013916704062307407
leaf_count=92 903 1916 382 331 286
internal_value=0 -0.00479694 0.00192974 0.00548576 0.000197315
internal_weight=0 0.00225598 0.00552293 0.0037482 0.00257803
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=6
num_cat=0
split_feature=15 150 0 13 1
split_gain=7.56145e-06 2.47592e-05 5.32676e-05 1.76632e-05 3.58651e-05
threshold=-0.03231499999999999 0.082085000000000019 -0.10783 -0.032264999999999995 0.081005000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.015968928890050832 -0.011844337975316439 0.014213873412139966 0.011439955980497895 0.015747592247512012 -0.010077777876012977
leaf_weight=0.0014293043935537618 0.0014623242412283221 0.001318423868551845 0.0014070937404540131 0.0010402041562853216 0.0011132650668758735
leaf_count=328 1160 331 1077 563 451
internal_value=0 0.00289123 -0.0023718 -0.00336269 0.00239682
internal_weight=0 0.00415482 0.0028364 0.00361579 0.00215347
internal_count=3910 1736 1405 2174 1014
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=5
num_cat=0
split_feature=42 160 43 15
split_gain=7.90258e-06 2.41215e-05 1.88584e-05 1.89544e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.073314999999999991
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0080234499948095058 -0.0099069045484185807 0.013995476936106394 0.0077773190266425436 -0.0065286037459449907
leaf_weight=0.0010637263692589707 0.001501643492819762 0.001487329711368572 0.0018629121018112966 0.0018417887830841178
leaf_count=1060 1040 604 339 867
internal_value=0 0.00125542 0.0044838 0.000665142
internal_weight=0 0.00669367 0.00519203 0.0037047
internal_count=3910 2850 1810 1206
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=6
num_cat=0
split_feature=42 49 4 52 2
split_gain=8.27398e-06 2.01785e-05 2.08084e-05 2.53365e-05 1.31843e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.25367000000000006 0.071660000000000015 0.090905000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.015127796338637823 -0.0081309087931102 -0.0067046872285207856 0.016446259812002838 0.010501539949556165 0.00096154069345907975
leaf_weight=0.0010073671547058401 0.0010809809208872567 0.0019009878156774835 0.0011747643527534723 0.0015565435511372112 0.0010301225543617493
leaf_count=409 843 1200 288 874 296
internal_value=0 0.00130024 0.0049481 0.00104137 -0.00699328
internal_weight=0 0.00666979 0.0046323 0.00345753 0.00203749
internal_count=3910 3067 2362 2074 705
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=7
num_cat=0
split_feature=484 1 2 4 2 52
split_gain=1.17374e-05 1.96461e-05 3.41883e-05 3.75011e-05 5.42095e-05 2.53528e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 -0.0040999999999999986 0.090695000000000012 0.081680000000000016
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=-0.00041290854928676562 0.00019304545513823754 0.00017311610820313977 -0.00040401655560385507 -0.00010096513152855331 0.00049678077838045595 2.7122355053705612e-06
leaf_weight=0.0010581177012452922 0.0010262453882616583 0.0014421333964857366 0.0010423928399697366 0.001328239898378145 0.0010400764111896943 0.0012090259554005398
leaf_count=1139 503 333 358 405 355 817
internal_value=0 -3.12543e-05 -8.31629e-05 -1.10113e-05 0.000161543 -0.000191266
internal_weight=0 0.00711999 0.00567785 0.00463546 0.00236832 0.00226714
internal_count=3910 3407 3074 2716 760 1956
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=6
num_cat=0
split_feature=49 15 15 2 13
split_gain=1.54532e-05 3.27503e-05 2.52175e-05 4.09974e-05 2.65389e-05
threshold=-0.029304999999999998 -0.073314999999999991 -0.11739999999999999 0.10113500000000002 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0003963506681526342 -0.00025224206032374206 -8.9306760118697628e-05 -6.2886791262293813e-05 -0.00025608960633513621 0.00030868567401675729
leaf_weight=0.0010394284823039743 0.001667941736520559 0.0010975277382985729 0.0012534236288951664 0.0013316311209664589 0.0018007297914264778
leaf_count=228 581 331 1311 553 906
internal_value=0 0.00014692 -4.70299e-05 3.10136e-05 0.000156192
internal_weight=0 0.00213696 0.00605373 0.00438578 0.00305415
internal_count=3910 559 3351 2770 2217
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=5
num_cat=0
split_feature=52 4 16 0
split_gain=8.27742e-06 2.01066e-05 1.52491e-05 2.61821e-05
threshold=-0.048794999999999991 -0.0040999999999999986 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0051885520223795469 -0.0055951908030416192 0.012424545710358635 -0.0097009030167174021 0.012530343549598023
leaf_weight=0.0011712065630071072 0.0019825039671192727 0.0014512422640805041 0.001820210552199403 0.0013326330914585033
leaf_count=795 462 395 817 1441
internal_value=0 0.0045584 -0.00234684 0.00169099
internal_weight=0 0.00262245 0.00513535 0.00331514
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=7
num_cat=0
split_feature=51 160 52 49 15 3
split_gain=7.14554e-06 2.72859e-05 2.29301e-05 4.1441e-05 3.78769e-05 1.5547e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.089799999999999977 -0.029304999999999998 -0.10981499999999998 -0.018854999999999997
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=0.01437846275557484 -0.0073612654827856106 -0.015368306881400246 0.017523746783457229 -0.020583938880407587 0.011068255029356244 -0.0059147477869344834
leaf_weight=0.0012765480748429996 0.0011298537678163991 0.0010215967675817079 0.0011530687640847136 0.0010114250835004494 0.0011162490950279464 0.0010424229364419826
leaf_count=888 487 644 229 323 1209 130
internal_value=0 0.00124308 -0.00189419 0.00128985 -0.00461495 0.00286716
internal_weight=0 0.00662131 0.00534476 0.00432317 0.0031701 0.00215867
internal_count=3910 3423 2535 1891 1662 1339
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=7
num_cat=0
split_feature=42 160 160 0 0 15
split_gain=9.24542e-06 2.30346e-05 2.31941e-05 3.10128e-05 4.7828e-05 1.73649e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087535000000000016 0.0059850000000000016 -0.089879999999999974 -0.10192499999999999
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=-0.00016725185940862222 -0.00018292457541158413 -0.00012155525557242718 -0.00018281972766651211 -0.00013282274758065311 0.00055542775879495346 0.00023673174287228767
leaf_weight=0.001103721837478009 0.001574106523720818 0.0010027208357190048 0.0010016543933003014 0.0011280515222697705 0.0012021599126576096 0.0010804997774241498
leaf_count=1060 1040 192 339 203 808 268
internal_value=0 2.5857e-05 8.65476e-05 0.000147682 0.000243995 6.42767e-05
internal_weight=0 0.00698919 0.00541509 0.00441343 0.00328538 0.00208322
internal_count=3910 2850 1810 1471 1268 460
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=7
num_cat=0
split_feature=1 12 1 48 4 3
split_gain=8.06273e-06 1.88507e-05 3.00606e-05 4.73029e-05 2.77616e-05 2.75654e-05
threshold=0.12864500000000004 0.098845000000000016 0.11097000000000001 0.088875000000000023 -0.0010999999999999996 -0.077894999999999978
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=-0.0069161179800644587 0.0074632991973871271 -0.01359686725826109 -0.014380671694641299 0.023379738865111289 -0.014564702103107202 0.01484991743310396
leaf_weight=0.0010677991210753469 0.0012166806442742619 0.0010616578902490244 0.0010347838831700987 0.001025318978118122 0.0010584959196812105 0.0012784874952588684
leaf_count=1485 331 522 275 334 523 440
internal_value=0 -0.0014036 0.000965168 0.00454965 -0.00112086 0.00494416
internal_weight=0 0.00652654 0.00546489 0.0044301 0.00340478 0.00234629
internal_count=3910 3579 3057 2782 2448 1925
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=8
num_cat=0
split_feature=51 484 48 2 0 52 15
split_gain=1.31812e-05 3.87675e-05 2.73677e-05 3.99105e-05 8.16476e-05 3.43406e-05 8.30876e-06
threshold=0.08955500000000001 0.042570000000000004 0.091690000000000008 0.10910500000000002 0.012625000000000003 -0.082174999999999984 -0.024209999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00018660321982890638 -0.00019202375391407444 0.00038546411067865929 -0.00032643703416506705 0.00037802905272640039 -0.00051997822356475063 0.00012957280825227395 0.00038001894186865884
leaf_weight=0.0010249644471970981 0.0012277516665766784 0.0010024036156943321 0.001004401830498834 0.0010045756951431598 0.0010842310869086792 0.0010299563662527517 0.0010074621170212169
leaf_count=415 487 507 277 424 163 446 1191
internal_value=0 2.78774e-05 -3.03536e-05 2.73781e-05 -5.75721e-05 0.000106142 0.000253413
internal_weight=0 0.007158 0.00615559 0.00515119 0.00414661 0.00306238 0.00203742
internal_count=3910 3423 2916 2639 2215 2052 1637
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=6
num_cat=0
split_feature=4 15 16 2 2
split_gain=1.35288e-05 3.53924e-05 2.70498e-05 4.09345e-05 5.38693e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.08755499999999998 0.106285 0.087005000000000013
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00025764106703275139 0.00034882130474904688 -0.00014275151065761281 0.00013808242246274332 0.00036113110362947679 -0.00037357810307771911
leaf_weight=0.0016911105352167468 0.0012653687746774843 0.0010146471064614439 0.0018894293072326473 0.0011021219167651618 0.0013609402104590286
leaf_count=792 333 216 1132 467 970
internal_value=0 0.000130063 -4.7192e-05 3.45756e-05 -7.61515e-05
internal_weight=0 0.00228002 0.0060436 0.00435249 0.00325037
internal_count=3910 549 3361 2569 2102
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=7
num_cat=0
split_feature=16 4 151 15 1 13
split_gain=2.04548e-05 3.18825e-05 2.81026e-05 8.5511e-05 2.92131e-05 2.56581e-05
threshold=-0.52908499999999992 0.24280000000000004 -0.0074049999999999993 -0.038029999999999987 0.081005000000000008 -0.028919999999999998
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=-0.00026613851403413174 0.00022158691552037939 0.00030166928963304277 -0.00049357178038452951 -1.8884099912199673e-05 -0.00017699435836581216 0.00040061444148025858
leaf_weight=0.0010087760187794427 0.0013550244584775882 0.0013719022532085396 0.0014679719283717213 0.0010593873421079246 0.0011879830487796631 0.0011904987736225088
leaf_count=179 565 407 905 601 725 528
internal_value=0 3.09489e-05 -2.83722e-05 -9.74125e-05 7.17477e-05 0.000203088
internal_weight=0 0.00763277 0.00626087 0.00490584 0.00343787 0.00224989
internal_count=3910 3731 3324 2759 1854 1129
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=6
num_cat=0
split_feature=3 13 2 48 0
split_gain=7.69324e-06 1.52882e-05 1.97719e-05 6.70124e-05 2.42507e-05
threshold=0.13772500000000001 -0.088444999999999982 0.11230000000000001 0.083775000000000002 -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=-0.011857873459825643 0.00761851264343951 0.0041388168072353654 -0.011175776100882547 0.023745021507881492 -0.013398437281170137
leaf_weight=0.0011388905346795099 0.0011284958028247409 0.0017441916129141608 0.0010917806933065577 0.0012236965242151945 0.0014390575979525175
leaf_count=528 239 1964 443 423 313
internal_value=0 -0.0013125 0.000871651 0.00385629 -0.00378928
internal_weight=0 0.00663762 0.00549873 0.00440695 0.00318325
internal_count=3910 3671 3143 2700 2277
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=6
num_cat=0
split_feature=4 16 2 2 1
split_gain=8.8202e-06 2.4785e-05 3.68029e-05 4.84156e-05 1.27922e-05
threshold=0.24280000000000004 -0.08755499999999998 0.106285 0.087005000000000013 0.11257500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.012727749423856167 -0.0026484204746920611 0.0072858235058742256 0.018449119356983922 -0.018257586704077598 0.012937891452069692
leaf_weight=0.0015746999985292425 0.0010069754754008058 0.0017625406653863887 0.0010238163768908218 0.0012816038951684746 0.0011037459766342827
leaf_count=792 210 1132 467 970 339
internal_value=0 -0.00207549 0.00204797 -0.00346811 0.00550203
internal_weight=0 0.00564266 0.00406796 0.00304414 0.00211072
internal_count=3910 3361 2569 2102 549
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=6
num_cat=0
split_feature=51 160 52 1 52
split_gain=9.25569e-06 2.26297e-05 2.32079e-05 3.03897e-05 2.16513e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 0.10884000000000001 0.084240000000000023
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013968616083989679 -0.0083799284155974315 -0.014908812902377956 0.014104914492775913 -0.010276918022270381 -0.0034315081624878107
leaf_weight=0.0011801017692477222 0.0011289141663935508 0.0010193817772243931 0.00187491436613203 0.0014101754774860724 0.0011273923071154193
leaf_count=830 487 654 920 293 726
internal_value=0 0.00141731 -0.00130953 0.00183221 0.00751984
internal_weight=0 0.00661197 0.00543186 0.00441248 0.00300231
internal_count=3910 3423 2593 1939 1646
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=7
num_cat=0
split_feature=4 15 151 15 15 1
split_gain=1.61924e-05 4.3347e-05 2.16175e-05 6.86152e-05 3.21243e-05 4.04715e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0074049999999999993 -0.064869999999999983 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=0.00017163194267007879 0.00038534546739922549 -0.00015924883066928571 -0.00052961869407994037 -7.9479441702579503e-05 -0.00024412911721847602 0.00042960914762678565
leaf_weight=0.001301795541932653 0.0012557486702084713 0.0010170008207579717 0.0011546271031693195 0.001338801520361779 0.0011930299224986438 0.0010885060586532944
leaf_count=569 333 216 786 229 1447 330
internal_value=0 0.000141653 -5.23487e-05 -0.000113412 1.93274e-05 0.000148817
internal_weight=0 0.00227275 0.00607676 0.00477496 0.00362034 0.00242731
internal_count=3910 549 3361 2792 2006 559
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=6
num_cat=0
split_feature=1 42 160 16 160
split_gain=9.32239e-06 1.72924e-05 2.40562e-05 2.32073e-05 3.6588e-05
threshold=0.12730000000000002 0.086700000000000013 0.069910000000000014 -0.25582999999999995 -0.026849999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00018719787912435424 0.00014930113760036769 -0.00022283485245646294 0.00026820673690264313 0.0001427129644010746 -0.00030428451583794152
leaf_weight=0.0011478643412150425 0.0012975724285253501 0.0014396366228948566 0.001166766188317573 0.001112422632743822 0.0019176798125237723
leaf_count=185 345 1300 375 519 1186
internal_value=0 -3.20961e-05 1.92805e-05 -5.02362e-05 -0.000140181
internal_weight=0 0.00678437 0.00534473 0.00417797 0.0030301
internal_count=3910 3565 2265 1890 1705
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=6
num_cat=0
split_feature=49 13 2 49 1
split_gain=1.49778e-05 2.99695e-05 3.07015e-05 2.54252e-05 2.48105e-05
threshold=0.10251500000000001 -0.090744999999999978 0.087005000000000013 -0.045004999999999996 0.096035000000000023
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0001911126302374771 0.00022366807308581854 0.00025897997170605221 2.9168028654758177e-06 -0.000385899006476694 -0.00011510472519299824
leaf_weight=0.0017917022343467513 0.0010227842206410624 0.0011947375578373119 0.0010129911413551437 0.001787712054110136 0.0015871875446434704
leaf_count=571 408 1007 255 1287 382
internal_value=0 -2.95328e-05 -0.000100347 -0.000245268 4.55513e-05
internal_weight=0 0.00737433 0.00558263 0.0028007 0.00278193
internal_count=3910 3502 2931 1542 1389
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=6
num_cat=0
split_feature=2 13 2 13 3
split_gain=1.33565e-05 2.81599e-05 3.72395e-05 1.58723e-05 2.00832e-05
threshold=0.099015000000000006 0.076210000000000014 0.084235000000000018 -0.089899999999999994 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=3.0719081060851691e-05 0.0002758074177063189 0.00019098968211953907 -0.00037167602409116308 0.00018540872020737087 -0.00017596029034605841
leaf_weight=0.001900072115465582 0.0011807323634366153 0.0011987906288849414 0.0016538472169202374 0.0011372118569390778 0.0012316607986211509
leaf_count=1084 254 230 1450 720 172
internal_value=0 -6.88808e-05 -0.000156539 9.0089e-05 -2.47983e-06
internal_weight=0 0.00475271 0.00355392 0.00354961 0.00236887
internal_count=3910 2764 2534 1146 892
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=6
num_cat=0
split_feature=4 16 2 2 1
split_gain=7.7116e-06 2.09665e-05 3.17438e-05 3.88099e-05 1.2777e-05
threshold=0.24280000000000004 -0.08755499999999998 0.106285 0.087005000000000013 0.11257500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.011728689597984709 -0.0029908098446824218 0.0063464234212042784 0.017070656043718737 -0.016506108422089032 0.012559748926216302
leaf_weight=0.0015775438372002785 0.0010111839927680784 0.0017661919617193774 0.0010253273174303935 0.001282967409882827 0.0011065851618395446
leaf_count=792 210 1132 467 970 339
internal_value=0 -0.00194042 0.00184936 -0.00326903 0.00513473
internal_weight=0 0.00565203 0.00407449 0.00304916 0.00211777
internal_count=3910 3361 2569 2102 549
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=6
num_cat=0
split_feature=160 12 48 4 13
split_gain=2.02847e-05 2.77848e-05 3.9097e-05 6.42711e-05 6.56005e-05
threshold=-1.0000000180025095e-35 -0.023959999999999995 0.087035000000000015 0.074650000000000008 -0.070604999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00018305223976294367 -0.00023911805343454867 0.00037454553721677849 -0.00014439226601492094 0.00052566243659604673 -0.00029541313255862452
leaf_weight=0.001826269581830184 0.0010643783742823165 0.0010234046056892033 0.0016557950823443603 0.0015400656447154045 0.0012461100181238389
leaf_count=1218 393 591 332 272 1104
internal_value=0 5.07145e-05 0.000107159 0.000216493 6.69498e-06
internal_weight=0 0.00652975 0.00546538 0.00380958 0.00226951
internal_count=3910 2692 2299 1967 1695
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=5
num_cat=0
split_feature=160 4 1 43
split_gain=8.23942e-06 1.69044e-05 3.09746e-05 2.03069e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0061470715019237218 -0.0044267565694836742 0.010257301959664561 -0.010843608720822085 0.014081830376964755
leaf_weight=0.0017074387469488079 0.0010472447233421695 0.0016767420164739075 0.0019724279869351843 0.0013659987095590478
leaf_count=1218 1096 396 681 519
internal_value=0 0.00171722 -0.00154785 0.00604989
internal_weight=0 0.00606241 0.00438567 0.00241324
internal_count=3910 2692 2296 1615
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=6
num_cat=0
split_feature=52 13 1 1 0
split_gain=7.32457e-06 2.55407e-05 2.14884e-05 2.27633e-05 2.5266e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11097000000000001 0.094385000000000011 -0.072559999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011686698472116609 -0.0077263619367824712 -0.012791613136936601 -0.011808843752059985 0.014769426181564413 0.0081045456658538819
leaf_weight=0.0017279049329265994 0.001061804839953666 0.0012660311296556039 0.0016372662307490666 0.0010038688004190758 0.0010657157155196067
leaf_count=520 647 1612 362 384 385
internal_value=0 0.00121305 -0.00242618 0.00217925 -0.00324111
internal_weight=0 0.00670079 0.00497288 0.00333562 0.00233175
internal_count=3910 3263 2743 2381 1997
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=6
num_cat=0
split_feature=1 42 51 43 4
split_gain=8.0489e-06 1.72775e-05 2.51449e-05 2.78014e-05 1.23206e-05
threshold=0.12730000000000002 0.085545000000000024 0.081825000000000009 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.019255138840358399 0.007357417524789152 -0.010819067969972769 -0.012666354008627935 0.0065611726913147664 -0.0063092474253061458
leaf_weight=0.0010163986557450364 0.0012451550720643158 0.0015033432322298697 0.0010127766411147298 0.00148127120744324 0.0014939211870413367
leaf_count=719 345 1430 308 718 390
internal_value=0 -0.00141812 0.00140599 0.00497653 9.86013e-05
internal_weight=0 0.00650771 0.00500437 0.00399159 0.00297519
internal_count=3910 3565 2135 1827 1108
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=6
num_cat=0
split_feature=1 42 48 0 0
split_gain=7.79805e-06 1.5764e-05 3.08224e-05 3.54206e-05 1.49744e-05
threshold=0.076710000000000014 0.088115000000000013 0.085790000000000019 -0.10575999999999998 0.047345000000000005
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.013354105815470444 0.016221056759392692 0.012884411236391849 -0.012096107519243986 -0.0059080097378940424 0.0029893480030763067
leaf_weight=0.0010935815601172481 0.0014859194345488336 0.0010744732954656609 0.0015306008049433399 0.0014093825994180957 0.0011503023803312873
leaf_count=1913 298 626 318 660 95
internal_value=0 0.00201917 -0.00061858 0.00544901 -0.00497581
internal_weight=0 0.00550038 0.0044259 0.0028953 0.00224388
internal_count=3910 1902 1276 958 2008
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=7.34991e-06 1.45007e-05 3.4861e-05 4.67652e-05 2.62037e-05
threshold=-1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 0.085945000000000008 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=-0.0058074933335029557 -0.0069940845242195092 -0.014209038051487898 0.028071988127199157 -0.00089500713347500619 0.0064872764884140654
leaf_weight=0.0017032382643398115 0.0013499041976738181 0.0012769494475333677 0.0010979003186956083 0.0011319557409304455 0.0011743579482637781
leaf_count=1218 187 566 485 999 455
internal_value=0 0.00163154 0.00568915 0.0133673 -0.00429397
internal_weight=0 0.00603107 0.00357976 0.00222986 0.00245131
internal_count=3910 2692 1671 1484 1021
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=6
num_cat=0
split_feature=52 1 0 16 1
split_gain=8.58551e-06 2.20231e-05 1.53012e-05 4.29485e-05 3.05402e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.17106499999999999 -0.055679999999999993 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0034639971347873097 0.0084159938451344746 0.015070975827012865 -0.01003362858309691 -0.017627590359967867 0.012727234490055132
leaf_weight=0.0014605677992904317 0.0010444500667496307 0.0011425085685614503 0.0010064946621110597 0.0016450108745959735 0.0014229544097391486
leaf_count=742 184 448 1345 787 404
internal_value=0 0.00467113 -0.00238254 -0.00515065 0.00329765
internal_weight=0 0.00260308 0.00511891 0.00407446 0.00242945
internal_count=3910 1190 2720 2536 1749
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=6
num_cat=0
split_feature=1 47 4 0 52
split_gain=2.30752e-05 3.3537e-05 3.08789e-05 3.04906e-05 7.19638e-05
threshold=0.076710000000000014 0.086425000000000016 -0.084009999999999987 -0.10462499999999998 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=2.7371067316619597e-05 -1.6192004730108032e-05 -0.00014849981488764113 -0.00041471252956199877 -3.9474996306706557e-05 0.00065912742086220546
leaf_weight=0.0014240322835533388 0.0012799736516155178 0.001951820751877908 0.0010593396914062498 0.0016812778008455341 0.001153315634196744
leaf_count=422 221 382 1586 1057 242
internal_value=0 6.31749e-05 -0.00016121 0.000163587 0.000303892
internal_weight=0 0.00606639 0.00248337 0.00411457 0.00243329
internal_count=3910 1902 2008 1520 463
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=6
num_cat=0
split_feature=43 4 0 2 0
split_gain=7.39139e-06 2.39775e-05 2.41976e-05 2.44146e-05 3.59519e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.06402999999999999 0.099015000000000006 -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=0.0075491104215068931 -0.014413480792202393 0.0036592011460311494 0.013824492169964245 0.0061633452441146024 -0.02135819407526451
leaf_weight=0.0011089130987278588 0.0011477021152250834 0.0011287331507692877 0.0012313666094458603 0.0019390371474249232 0.0011697217449171896
leaf_count=261 293 239 405 657 2055
internal_value=0 -0.00127276 0.00148497 -0.00210075 -0.00907257
internal_weight=0 0.00661656 0.00546886 0.00423749 0.00229845
internal_count=3910 3649 3356 2951 2294
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=6
num_cat=0
split_feature=52 2 12 1 43
split_gain=6.79547e-06 1.9368e-05 1.63114e-05 2.59764e-05 2.44258e-05
threshold=-0.048794999999999991 0.089910000000000004 0.10058500000000002 0.11215000000000001 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0047548748474636818 -0.0050099465775693451 0.012509709991262795 -0.013390023919837258 -0.012171092677282211 0.013406479025351199
leaf_weight=0.0012592379459320517 0.0012448154088829742 0.0013425877316988149 0.0010269546344031516 0.0011321066776321894 0.0017087566368933888
leaf_count=518 1365 672 379 319 657
internal_value=0 0.00415395 -0.00212375 0.000708077 0.00564467
internal_weight=0 0.00260183 0.00511263 0.00408568 0.00295357
internal_count=3910 1190 2720 2341 2022
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=7
num_cat=0
split_feature=16 16 151 13 16 42
split_gain=2.51461e-05 2.75486e-05 4.55705e-05 4.88119e-05 4.14155e-05 3.98025e-05
threshold=-0.52908499999999992 -0.25582999999999995 -0.0074049999999999993 -0.0016149999999999999 -0.004514999999999999 0.078965000000000021
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=-0.00029568192852828508 0.00027897238027524537 0.00029794462272292262 0.00037937636709463568 -0.00058421588772792038 -8.9633007068510166e-05 -0.00016416141841413682
leaf_weight=0.0010071806214753702 0.0014321609999599517 0.0013310029416391533 0.0010634825252622041 0.0010743654107061083 0.0016516763467556484 0.0010098154434882742
leaf_count=179 373 557 643 412 450 1296
internal_value=0 3.41262e-05 -2.30743e-05 -0.000112103 -0.000284554 0.000114642
internal_weight=0 0.0075625 0.00613034 0.00479934 0.00272604 0.0020733
internal_count=3910 3731 3358 2801 862 1939
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=6
num_cat=0
split_feature=43 4 0 2 0
split_gain=7.01537e-06 1.97389e-05 2.12805e-05 2.06893e-05 2.84356e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.06402999999999999 0.099015000000000006 -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=0.0073451737482874901 -0.013177954471538434 0.00278387252812691 0.012837949805735119 0.0054997568631717075 -0.019477304097228268
leaf_weight=0.0011103183175616522 0.0011459544747704879 0.0011291060927803914 0.0012296647015414717 0.0019391092966438745 0.0011667391969366419
leaf_count=261 293 239 405 657 2055
internal_value=0 -0.00124527 0.00125706 -0.00210558 -0.00852917
internal_weight=0 0.00661057 0.00546462 0.00423495 0.00229585
internal_count=3910 3649 3356 2951 2294
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=7
num_cat=0
split_feature=0 52 457 3 12 16
split_gain=2.86554e-05 5.66785e-05 3.95924e-05 3.61211e-05 5.65888e-05 1.36615e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.041935000000000007 0.090325000000000003 0.078515000000000015 0.099280000000000021
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=-0.00048576932628782677 2.4043557650678317e-05 0.00042004287881981713 0.00035844668073569763 -0.00029787590049043256 -0.00016969999567380519 0.00032633296293117022
leaf_weight=0.0010309420782338985 0.0010498759804176147 0.001073091360602687 0.0010460794357252771 0.0016147928366822177 0.0014999319923394527 0.0012702304293732546
leaf_count=597 210 307 280 246 2034 236
internal_value=0 -6.55465e-05 1.72265e-05 -6.80073e-05 7.6255e-05 0.000189543
internal_weight=0 0.00626484 0.0052339 0.00418782 0.00257302 0.00232011
internal_count=3910 3464 2867 2587 2341 446
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=6
num_cat=0
split_feature=3 39 2 4 12
split_gain=7.40399e-06 1.85815e-05 2.84648e-05 2.78846e-05 1.99138e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 -0.034289999999999994 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01106683011151173 0.0075161796259933097 0.01009866811821522 -0.017738277662718082 0.013724148347113725 -0.0032049154049513745
leaf_weight=0.0014867926676265528 0.0011190054092793571 0.0011790925953794225 0.001147445764959878 0.0015003567189345738 0.0012942271992123465
leaf_count=1587 239 424 354 526 780
internal_value=0 -0.00127987 -0.00375119 -2.53478e-06 0.00588396
internal_weight=0 0.00660791 0.00542882 0.00428138 0.00279458
internal_count=3910 3671 3247 2893 1306
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=7
num_cat=0
split_feature=49 3 15 16 4 16
split_gain=1.38157e-05 3.26524e-05 3.21911e-05 3.50392e-05 2.59464e-05 2.5516e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.038029999999999987 -0.055679999999999993 -0.064054999999999987 0.066275000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=0.00038410421272746609 -3.7021284590842967e-05 -9.7529127085483637e-05 -0.00024878634881542389 -0.00048159063444443292 0.00035064170429546776 0.0001769014720021739
leaf_weight=0.0010413749105649993 0.0019237517378216421 0.0011267046697158673 0.0010590450399718485 0.0010556292143300394 0.0010000974235075651 0.0011074995752079955
leaf_count=350 720 209 1237 664 492 238
internal_value=0 0.00013381 -4.82398e-05 -0.000194537 8.94064e-05 -3.11822e-05
internal_weight=0 0.00216808 0.00614602 0.00297938 0.00316664 0.00216654
internal_count=3910 559 3351 1384 1967 1475
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=7
num_cat=0
split_feature=42 43 160 15 3 4
split_gain=6.96862e-06 2.43815e-05 2.0236e-05 1.86983e-05 3.95928e-05 1.77964e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 -1.0000000180025095e-35 -0.11399999999999998 -0.074234999999999982 0.0082450000000000006
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=-0.0075319155280639642 0.014120192578241271 -0.01303040853967879 0.013375953115596244 0.013852939836427339 -0.0011020504809315451 -0.019172403556148337
leaf_weight=0.0010614019549162754 0.0011968767394241291 0.001213120495494247 0.001025358216584261 0.0010480667241721288 0.0011331981949065676 0.0010499855771307575
leaf_count=1060 595 792 224 756 313 170
internal_value=0 0.00119207 -0.00163684 0.00161029 -0.00212326 -0.00979285
internal_weight=0 0.00666661 0.00546973 0.00425661 0.00323125 0.00218318
internal_count=3910 2850 2255 1463 1239 483
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=7
num_cat=0
split_feature=42 49 1 15 52 0
split_gain=6.9129e-06 2.52053e-05 1.62378e-05 3.02641e-05 1.38507e-05 1.19466e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.038029999999999987 -0.053514999999999993 -0.014809999999999999
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=0.0001469943514209407 -0.0074244783222996921 -0.012408516015928288 0.014497431147294113 0.016125250787315078 -0.016355779595132455 0.0013061583566701131
leaf_weight=0.0010217940431989294 0.0010801675726912997 0.0010595428325039795 0.0013544841077891183 0.0010149765378205155 0.0010125644197514648 0.0011723493778287926
leaf_count=330 843 705 302 1132 375 223
internal_value=0 0.001202 0.00530001 0.00146315 -0.00806696 0.00818261
internal_weight=0 0.00663571 0.00460135 0.00324687 0.00203436 0.00218733
internal_count=3910 3067 2362 2060 705 1355
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=7
num_cat=0
split_feature=150 4 13 0 42 0
split_gain=1.6652e-05 2.21932e-05 2.54467e-05 2.68193e-05 5.46206e-05 6.06766e-05
threshold=0.10559 0.24280000000000004 -0.13934999999999997 -0.017269999999999997 0.08401500000000002 -0.11756999999999999
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=-0.00029056360555354907 -0.00024202151397034949 0.0002167746248661627 0.00010407768846374398 0.0002836489093673064 0.00029945124800159826 -0.00055898260037173244
leaf_weight=0.0011746710385494939 0.0010069987059035954 0.0017901456643982334 0.0010168465501481682 0.0012045200892171768 0.0010806375386837848 0.0011096386856538131
leaf_count=195 233 456 234 301 1349 1142
internal_value=0 2.67829e-05 -3.41004e-05 3.41871e-05 -5.95049e-05 -0.000241919
internal_weight=0 0.00737646 0.00558631 0.00441164 0.00320712 0.00212649
internal_count=3910 3677 3221 3026 2725 1376
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=7
num_cat=0
split_feature=151 4 0 1 16 13
split_gain=8.7328e-06 2.36762e-05 4.43185e-05 2.00082e-05 3.11467e-05 1.97457e-05
threshold=-0.084764999999999993 0.24280000000000004 -0.14867499999999997 0.081005000000000008 0.0015250000000000001 -0.028919999999999998
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=-0.00017447858197188815 -0.00041735081870700077 0.00020884708414082112 -1.6545163565318311e-05 0.000142479161613117 -0.00034603431623482359 0.00035176331001566462
leaf_weight=0.0010182281119551365 0.0010084516627904948 0.0018742538966603998 0.0011207099906868452 0.0010017001849065114 0.0010054536536903817 0.0011178587444235322
leaf_count=406 198 493 1016 637 428 732
internal_value=0 1.96444e-05 -4.78474e-05 3.99177e-05 -0.000102234 0.000167375
internal_weight=0 0.00712843 0.00525417 0.00424572 0.00200715 0.00223857
internal_count=3910 3504 3011 2813 1065 1748
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=7
num_cat=0
split_feature=15 15 4 2 12 15
split_gain=6.95333e-06 1.83739e-05 1.56219e-05 2.28876e-05 2.55675e-05 2.1394e-05
threshold=-0.19153499999999998 -0.10071499999999999 -0.0017649999999999999 0.10113500000000002 0.080120000000000011 -0.029114999999999999
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=-0.0070766828793691677 0.013401374226315231 0.020532799385014178 -0.016807015663619383 -0.0084837042456399545 -0.0010484165062776348 0.0029791329684855624
leaf_weight=0.0011809574813700149 0.0010470509423778241 0.0010435462123677265 0.0011728851571609874 0.0011000487829618162 0.0011582430230151057 0.0010232126030819326
leaf_count=417 312 230 563 434 1744 210
internal_value=0 0.00126014 -0.00105209 0.00329517 0.00918008 -0.00758819
internal_weight=0 0.00654499 0.00549794 0.00330184 0.00220179 0.0021961
internal_count=3910 3493 3181 2408 1974 773
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=7
num_cat=0
split_feature=484 52 49 3 4 1
split_gain=9.33621e-06 2.12416e-05 3.84401e-05 6.40359e-05 4.6261e-05 2.56988e-05
threshold=0.073820000000000011 0.11110500000000002 -0.081419999999999979 -0.13309499999999996 0.15045000000000003 0.095575000000000007
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=0.00026911829992350475 0.00017505959072313781 0.0002251874128752715 -0.00056575111467153277 -0.0003205227969510407 0.00030988097158718902 6.6538926644226282e-05
leaf_weight=0.0010534997185653941 0.0010289756233548605 0.001103381845940935 0.0010788047936856121 0.0016201378050581293 0.0011222035070415758 0.0011122503892140841
leaf_count=231 503 523 275 1712 350 316
internal_value=0 -2.48065e-05 -7.08802e-05 -0.000143485 -2.53032e-05 -0.000162965
internal_weight=0 0.00709028 0.0059869 0.0049334 0.00385459 0.00273239
internal_count=3910 3407 2884 2653 2378 2028
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=6
num_cat=0
split_feature=42 160 52 150 47
split_gain=7.0663e-06 2.12575e-05 2.28178e-05 2.376e-05 2.96975e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 0.087235000000000021 0.077065000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.007607449268775282 -0.0093218691497505418 0.015190633208740995 0.014515639602059672 -0.012239897639692398 -0.0065245483722092615
leaf_weight=0.0010571610610803457 0.0014922916314685994 0.0013801066607227782 0.0015213138843781738 0.0011134306388037273 0.0011583969532253425
leaf_count=1060 1040 923 451 215 221
internal_value=0 0.00119275 0.00422583 -6.06802e-05 0.00528133
internal_weight=0 0.00666554 0.00517325 0.00365193 0.0025385
internal_count=3910 2850 1810 1359 1144
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=6
num_cat=0
split_feature=52 4 12 1 43
split_gain=7.11031e-06 2.07431e-05 1.22093e-05 2.11257e-05 2.27047e-05
threshold=-0.048794999999999991 -0.0040999999999999986 0.10058500000000002 0.11215000000000001 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0056843226668208124 -0.005547782640352732 0.012263261222633409 -0.011939066864066157 -0.011332737177171637 0.012219541798930068
leaf_weight=0.0011644536850707755 0.001243415121526903 0.0014406920346687578 0.0010245620045535708 0.0011335306736551601 0.0017061111714300561
leaf_count=795 1365 395 379 319 657
internal_value=0 0.00424101 -0.00217883 0.000270311 0.00472947
internal_weight=0 0.00260515 0.00510762 0.00408306 0.00294953
internal_count=3910 1190 2720 2341 2022
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=7
num_cat=0
split_feature=484 1 2 3 2 13
split_gain=1.0286e-05 2.11993e-05 3.00617e-05 2.91778e-05 6.82533e-05 3.05964e-05
threshold=0.073820000000000011 0.12263000000000002 0.113945 -0.069909999999999986 0.093815000000000009 -0.070604999999999987
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=5.4082245180496397e-05 0.00018309662286100951 0.00018582045914862055 -0.00037800662294810641 -0.00019531708683588337 0.00045308089472346661 -0.00041559035537083998
leaf_weight=0.0010680768163245122 0.0010317108803638729 0.0014439142823942765 0.0010603804999139684 0.0012369386179375693 0.0012599378678348524 0.0010649684777869783
leaf_count=1030 503 333 358 309 284 1093
internal_value=0 -2.63645e-05 -8.02065e-05 -1.2002e-05 0.000131868 -0.000180412
internal_weight=0 0.00713422 0.0056903 0.00462992 0.00249688 0.00213305
internal_count=3910 3407 3074 2716 593 2123
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=7
num_cat=0
split_feature=40 0 48 0 3 3
split_gain=1.17572e-05 1.80727e-05 4.90036e-05 4.16796e-05 5.76068e-05 5.23654e-05
threshold=-0.074429999999999982 -0.14136999999999997 0.086065000000000016 -0.053834999999999994 -0.12008499999999998 -0.075954999999999981
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=0.00019441521381153423 9.1228438984428548e-05 -6.2255244540083244e-05 -0.00046154772916349302 0.00013839596031500759 -0.00049766069634587899 0.00051251283708194089
leaf_weight=0.0010256439827258544 0.0013286170574075733 0.001246902854949622 0.0011504972226183772 0.0011935976850701718 0.0010112663680986655 0.0011920242905784412
leaf_count=308 275 1981 137 213 345 651
internal_value=0 -3.01252e-05 -0.000165302 4.20396e-05 -0.000153333 0.000218662
internal_weight=0 0.00712291 0.00247911 0.00464379 0.00220486 0.00243893
internal_count=3910 3602 412 3190 558 2632
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=6
num_cat=0
split_feature=52 160 1 3 3
split_gain=7.15492e-06 2.35586e-05 2.74838e-05 4.77115e-05 3.31458e-05
threshold=0.11110500000000002 -0.026849999999999995 0.094385000000000011 -0.023079999999999996 -0.075954999999999981
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.012371704648478924 0.0070054035168128611 0.0004693453143722996 -0.011831760539499307 -0.027117701295271884 0.010570675732160188
leaf_weight=0.0010515854019705635 0.0012232945405370099 0.0014391721016145009 0.0010189523319629112 0.0011107985821354905 0.0018771416499891547
leaf_count=619 673 1598 285 195 540
internal_value=0 -0.00133129 -0.00397722 -0.0115479 0.00268868
internal_weight=0 0.00649765 0.00544606 0.00254997 0.00289609
internal_count=3910 3237 2618 1793 825
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=6
num_cat=0
split_feature=49 15 2 13 0
split_gain=7.35096e-06 1.98922e-05 3.4591e-05 2.3294e-05 5.61056e-06
threshold=-0.029304999999999998 -0.11739999999999999 0.10113500000000002 -0.032264999999999995 -0.12329499999999999
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.00013230290497448076 -0.011473530748314729 -0.0030430286293668908 -0.0120414065771863 0.015283095559346939 0.010422124328132852
leaf_weight=0.0010005486271108647 0.0015589883645901956 0.001168462337359307 0.0012589234884864799 0.0017066301867506178 0.0010141819584142031
leaf_count=192 581 1311 553 906 367
internal_value=0 -0.00184777 0.00178222 0.0078352 0.00518062
internal_weight=0 0.005693 0.00413402 0.00287509 0.00201473
internal_count=3910 3351 2770 2217 559
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=7
num_cat=0
split_feature=13 15 16 52 4 0
split_gain=1.44888e-05 2.272e-05 3.73078e-05 4.1363e-05 3.06137e-05 3.45818e-05
threshold=-0.23438999999999996 -0.16430499999999995 -0.30307999999999996 0.071660000000000015 -0.034289999999999994 -0.10575999999999998
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=0.00022005130869058963 0.00021120173875156681 -0.00042471631071941347 -0.00039387417026305187 0.0002785680209165932 0.00023287335235384963 -0.00022765846714409082
leaf_weight=0.001012759807876136 0.0012401395681793954 0.0010064673604546302 0.0010997717536305033 0.0013748783694374715 0.0012317149334179476 0.0012766316607454196
leaf_count=210 366 287 912 1056 173 906
internal_value=0 -3.03641e-05 -8.03812e-05 -1.08322e-05 -0.000121109 -1.51591e-06
internal_weight=0 0.0072296 0.00598946 0.004983 0.00360812 0.00250835
internal_count=3910 3700 3334 3047 1991 1079
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=6
num_cat=0
split_feature=3 2 2 43 4
split_gain=1.91338e-05 2.67403e-05 3.86094e-05 3.02978e-05 2.47631e-05
threshold=-0.15464999999999998 0.097940000000000013 0.11339500000000001 -0.074254999999999988 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.00025772388917332309 5.3170740502294311e-05 0.00033086902346449539 -9.6989498844225492e-05 -0.00048622824130986267 -8.3291289603954058e-05
leaf_weight=0.0010008814093265444 0.0018490479166950614 0.0015174346706810437 0.0017414482551344199 0.0011595938722428513 0.0011862923636014712
leaf_count=259 1111 434 593 1241 272
internal_value=0 -3.10109e-05 0.000102234 -0.000134524 -0.000282467
internal_weight=0 0.00745382 0.00325888 0.00419493 0.00234589
internal_count=3910 3651 1027 2624 1513
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=6
num_cat=0
split_feature=3 15 47 13 16
split_gain=8.41195e-06 1.78054e-05 2.07892e-05 3.80797e-05 2.9712e-05
threshold=0.13772500000000001 -0.16430499999999995 0.09252500000000001 -0.032264999999999995 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010424450836077237 0.0080127038459039297 -0.014223845257540255 -0.016355019334446153 -0.0049256576760410816 0.014808072302138056
leaf_weight=0.0010730365092505821 0.0011187942974210359 0.0014209408917937576 0.0010448324942307317 0.0014330234734063851 0.0016317931861633112
leaf_count=347 239 1618 307 751 648
internal_value=0 -0.00136418 -0.0036514 -0.000692439 0.00558113
internal_weight=0 0.00660363 0.00553059 0.00448576 0.00306482
internal_count=3910 3671 3324 3017 1399
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=6
num_cat=0
split_feature=43 43 13 4 52
split_gain=1.74696e-05 2.89033e-05 2.83164e-05 3.32031e-05 4.9298e-05
threshold=-0.044024999999999988 -0.091114999999999988 -0.10939499999999998 0.40812500000000007 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.1397489666831377e-05 0.00014957763394640695 0.00033055255182421682 -0.0003604190666159279 -0.00045606601248254422 0.00017019229806449697
leaf_weight=0.0017900963693547975 0.0015606921436513051 0.0013259173189701802 0.0011511791389536678 0.0010750633738809134 0.0016212798858604583
leaf_count=655 326 1193 434 133 1169
internal_value=0 0.000111129 -7.3191e-05 -0.000163554 -5.01279e-05
internal_weight=0 0.00311601 0.00540821 0.00384752 0.00277246
internal_count=3910 1848 2062 1736 1603
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=6
num_cat=0
split_feature=49 13 1 43 3
split_gain=2.08075e-05 2.59862e-05 2.95898e-05 4.25595e-05 3.38652e-05
threshold=0.10251500000000001 -0.090744999999999978 0.11986000000000001 -0.083684999999999996 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00016796688308085746 0.00026255237687337543 0.00025067261679195048 -0.0003791051257871232 -0.00031442251928202284 0.00011315507971972627
leaf_weight=0.0018217068058735408 0.0010212219771542795 0.0014281966493217917 0.001169439498991739 0.0019578728354403404 0.001119320137961954
leaf_count=571 408 733 243 1768 187
internal_value=0 -3.57881e-05 -0.000101197 -2.90614e-05 -0.000158892
internal_weight=0 0.00749654 0.00567483 0.00450539 0.00307719
internal_count=3910 3502 2931 2688 1955
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=6
num_cat=0
split_feature=157 0 16 0 48
split_gain=7.03585e-06 1.9531e-05 3.84954e-05 3.74485e-05 6.63499e-06
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.013024999999999998 -0.11756999999999999 0.090530000000000013
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0077637246131327525 -0.010802806727795142 0.009760194791036415 -0.016222645021620484 0.016367040753565331 0.0005209920295875212
leaf_weight=0.0010166916914065814 0.0010077695848454259 0.0018966109128082161 0.0013951447849906672 0.0013604645611168145 0.0010634701729223032
leaf_count=703 298 312 806 1647 144
internal_value=0 0.00116197 -0.00221653 0.0034776 -0.00498865
internal_weight=0 0.00672346 0.00482685 0.0034317 0.00207124
internal_count=3910 3207 2895 2089 442
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=6
num_cat=0
split_feature=52 2 52 0 15
split_gain=7.13852e-06 2.08606e-05 1.16829e-05 4.15739e-05 4.04937e-05
threshold=-0.048794999999999991 0.089910000000000004 0.11110500000000002 0.012625000000000003 -0.008624999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0050189881219445433 -0.007942412586421933 0.012876616622437408 0.0063372120527054382 -0.02190365186262927 0.016611575678333337
leaf_weight=0.0012578573004056403 0.0017646049627007938 0.0013509911014181011 0.0012255078961088926 0.0010464221543654917 0.0010844001018976612
leaf_count=518 810 672 673 122 1115
internal_value=0 0.00424824 -0.00217847 -0.00485751 0.00140343
internal_weight=0 0.00260885 0.00512094 0.00389543 0.00284901
internal_count=3910 1190 2720 2047 1925
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=5
num_cat=0
split_feature=4 0 15 2
split_gain=1.35515e-05 2.51729e-05 3.10062e-05 2.18742e-05
threshold=0.27020000000000005 -0.06402999999999999 -0.074174999999999977 0.10066500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=3.3451966180308586e-05 0.00015544437656053175 0.00024727414627418874 -0.00032071428267925039 -0.00011775301913154937
leaf_weight=0.0018975289524634845 0.0016933687450872989 0.0016186415838471465 0.0019039678549218452 0.0010345777939650322
leaf_count=872 472 286 1932 348
internal_value=0 -4.16331e-05 -0.000143931 0.000104938
internal_weight=0 0.00645472 0.0038015 0.00265322
internal_count=3910 3438 2804 634
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=7
num_cat=0
split_feature=16 1 47 2 3 1
split_gain=2.01668e-05 2.88013e-05 6.60806e-05 3.37222e-05 3.79785e-05 8.59157e-05
threshold=-0.52908499999999992 0.10498500000000001 0.084155000000000021 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00026369203429840195 -0.00027948667023793499 0.00045287959379948706 -0.00014572840445419014 -0.00037716484180972445 0.00058641101312247729 -0.00014709812168214366
leaf_weight=0.0010154337035038806 0.0011011336665939964 0.0015860298127632895 0.0012821743235194309 0.0010321561151601902 0.0010481287456767965 0.0014820083209403649
leaf_count=179 1060 554 195 443 851 628
internal_value=0 3.06733e-05 0.000185284 -6.44186e-05 2.44767e-05 0.000156764
internal_weight=0 0.00753163 0.0028682 0.00466343 0.00363127 0.00253014
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=5
num_cat=0
split_feature=47 0 52 16
split_gain=7.01227e-06 1.32193e-05 2.43249e-05 4.21043e-05
threshold=0.10561500000000001 -0.15007499999999999 -0.021309999999999996 -0.17157499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0083398076518509112 0.0067227128823899489 0.012201329391340048 0.010914232672174022 -0.012966650106559178
leaf_weight=0.0019093759193821083 0.0012883177697544596 0.0014615483159136728 0.001226313209449117 0.0018551767708212164
leaf_count=322 280 1083 364 1861
internal_value=0 -0.00135797 0.00157641 -0.00346299
internal_weight=0 0.00645241 0.00454304 0.00308149
internal_count=3910 3630 3308 2225
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=6
num_cat=0
split_feature=4 15 151 15 13
split_gain=1.75064e-05 3.39729e-05 2.98337e-05 6.85296e-05 4.08278e-05
threshold=0.24280000000000004 -0.15202999999999997 -0.0074049999999999993 -0.064869999999999983 -0.0019849999999999994
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00020845944445063664 0.00036431903365906175 -0.00011340001409580968 -0.00053796328215761924 0.00022736831244155622 -0.00018931586499069242
leaf_weight=0.0013067836387871037 0.0012540817674120753 0.0010528057544038482 0.0011717945013449507 0.0017129891409974278 0.0019144813754829006
leaf_count=569 333 216 786 1356 650
internal_value=0 0.0001463 -5.41976e-05 -0.000125716 7.45361e-06
internal_weight=0 0.00230689 0.00610605 0.00479927 0.00362747
internal_count=3910 549 3361 2792 2006
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=7
num_cat=0
split_feature=4 16 160 52 15 12
split_gain=1.31517e-05 3.37434e-05 3.74244e-05 4.4928e-05 2.30936e-05 2.15582e-05
threshold=0.17888000000000001 -0.08755499999999998 -0.026849999999999995 0.083750000000000005 -0.063364999999999991 0.095000000000000015
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=-0.00031586929861314569 -3.1403149045286527e-05 0.00033718793868517459 -3.7898231167013668e-05 0.0002282686784004504 -0.00045277865486913893 0.00033746156275980311
leaf_weight=0.0014270025209228042 0.0015340350960343476 0.0011383299074577153 0.0010060021567527876 0.001185701715645198 0.0010586529166481252 0.0010104000075433633
leaf_count=746 474 745 453 495 876 121
internal_value=0 -5.39433e-05 3.12231e-05 -7.59309e-05 -0.000250628 0.000115074
internal_weight=0 0.00581569 0.00438869 0.00325036 0.00206466 0.00254444
internal_count=3910 3315 2569 1824 1329 595
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=7.11315e-06 2.28278e-05 2.21471e-05 1.72842e-05 4.2318e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.24280000000000004 0.090820000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0076033059864986895 -0.0097063105154182004 0.014629298383694376 0.0069771532207071676 0.010142368723744568 -0.019117188669015354
leaf_weight=0.001065232830478418 0.0014924628388813038 0.0014884773632975602 0.0014140525236356252 0.0011867633580175275 0.0011088270930733001
leaf_count=1060 1040 604 594 228 384
internal_value=0 0.00119482 0.00432471 0.000190044 -0.00449153
internal_weight=0 0.00669058 0.00519812 0.00370964 0.00252288
internal_count=3910 2850 1810 1206 978
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=6
num_cat=0
split_feature=3 39 4 48 1
split_gain=7.18606e-06 1.6497e-05 3.17859e-05 3.94633e-05 2.12368e-05
threshold=0.13772500000000001 0.005105000000000001 -0.034289999999999994 0.087035000000000015 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014707920524378817 0.0074072872316315796 0.0094406825175619314 0.00093989073761471136 -0.01454407865555375 0.019297288451130865
leaf_weight=0.0017462681070331445 0.0011170577345235707 0.0011829584815735393 0.0015836448300993852 0.0010685775851456704 0.0010466985414881813
leaf_count=1707 239 424 1045 328 167
internal_value=0 -0.00126289 -0.00358822 0.00166141 0.00824489
internal_weight=0 0.00662815 0.00544519 0.00369892 0.00263034
internal_count=3910 3671 3247 1540 1212
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=6
num_cat=0
split_feature=2 150 0 2 3
split_gain=7.17533e-06 3.68964e-05 4.65397e-05 2.96685e-05 2.55815e-05
threshold=0.086650000000000019 0.083680000000000018 -0.13506999999999997 0.10113500000000002 -0.077894999999999978
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.014519463766315042 -0.017184381658320001 0.018024693220382762 0.018890700940647206 -0.0037566170226621407 0.0044941502969502922
leaf_weight=0.0012769346803068 0.0013666535567737718 0.0011449496920551226 0.0010168464237177042 0.0013416648881324454 0.0015871194464286481
leaf_count=1091 288 348 945 706 532
internal_value=0 0.0023246 -0.0025009 0.00600753 -0.00398304
internal_weight=0 0.00487011 0.00372516 0.00235851 0.00286405
internal_count=3910 2287 1939 1651 1623
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=6
num_cat=0
split_feature=4 16 2 0 1
split_gain=1.61268e-05 5.14975e-05 3.16053e-05 2.36777e-05 5.28803e-05
threshold=0.0057500000000000008 0.20277000000000003 0.087005000000000013 -0.17106499999999999 0.11235500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=2.4097436785067655e-05 0.00030387898358934853 0.00028883774194843212 -0.00038569903099574019 -0.00030141617842235912 0.00022944361287806182
leaf_weight=0.0012191502891619975 0.0013040283330650994 0.0010311708075897664 0.0017800454643013823 0.0013331760518100943 0.0015722102233225977
leaf_count=1255 171 376 1162 552 394
internal_value=0 -8.91587e-05 -0.00021912 8.43727e-05 -1.41486e-05
internal_weight=0 0.00403037 0.0029992 0.00420941 0.00290539
internal_count=3910 2793 2417 1117 946
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=7
num_cat=0
split_feature=42 51 43 2 2 4
split_gain=7.58336e-06 1.9053e-05 3.01837e-05 2.25164e-05 2.50738e-05 2.06474e-05
threshold=-1.0000000180025095e-35 -0.032189999999999989 -0.083684999999999996 0.097940000000000013 0.11339500000000001 0.0051950000000000008
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=-0.0078546934355652586 -0.010443081354572803 0.018720180635403132 -0.017436202099396558 0.017899001487898605 -0.0029681170500523175 0.0022729056271534329
leaf_weight=0.0010628375899194298 0.001154113887461645 0.0010750736303252583 0.0010417096323976872 0.0010903672470747466 0.0012202555673556242 0.0010853252693039145
leaf_count=1060 634 489 919 215 320 273
internal_value=0 0.00124063 0.00368666 4.46195e-05 0.00687893 -0.00737958
internal_weight=0 0.00666685 0.00551273 0.00443766 0.00231062 0.00212703
internal_count=3910 2850 2216 1727 535 1192
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=6
num_cat=0
split_feature=15 42 15 16 0
split_gain=1.26993e-05 2.87349e-05 5.48975e-05 4.0243e-05 2.69702e-05
threshold=0.079360000000000014 0.078965000000000021 -0.017214999999999998 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00011768375079414753 -0.0001988968399965996 -0.00017503635370068332 0.00036294437122290303 -0.00035510813482953895 0.00031231716446789395
leaf_weight=0.0010935538454598147 0.0010434865826178148 0.0018941440941102642 0.0020006145029168336 0.0010990487870691347 0.00115110281999776
leaf_count=141 1436 1167 376 394 396
internal_value=0 3.24796e-05 0.000106028 -4.76913e-05 0.000102829
internal_weight=0 0.00723846 0.00534432 0.00334371 0.00224466
internal_count=3910 2474 1307 931 537
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=6
num_cat=0
split_feature=1 4 47 13 52
split_gain=7.89053e-06 2.24205e-05 1.56227e-05 2.35058e-05 2.36937e-05
threshold=0.076710000000000014 -0.16401499999999997 0.086425000000000016 -0.00059999999999999995 -0.010284999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0051837753618859056 0.01754082158101072 -0.014807748582367728 -0.005720545408738056 -0.010089448845456477 0.0092033776696808078
leaf_weight=0.0011012470457581061 0.0011572804593894116 0.0011434951362185993 0.0017614186389904069 0.0011739394160005245 0.0013906165660632751
leaf_count=92 903 1916 382 331 286
internal_value=0 -0.00500012 0.00203845 0.00571052 0.000371982
internal_weight=0 0.00224474 0.00548326 0.00372184 0.00256456
internal_count=3910 2008 1902 1520 617
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=7
num_cat=0
split_feature=42 49 4 52 3 457
split_gain=7.37456e-06 2.15098e-05 2.03264e-05 2.81089e-05 2.14991e-05 1.37215e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.25367000000000006 0.091210000000000013 -0.0086749999999999969 0.072090000000000015
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=-0.015374309127953546 -0.0076493723144715978 -0.015718788869143952 0.016492953667051689 0.013771925006387232 0.003801280217663724 0.0010294640785604887
leaf_weight=0.0010359686869388814 0.0010847258201668484 0.0010590861095846962 0.0011586127374475013 0.0011689230791325947 0.0012075734296473546 0.0010042584675879131
leaf_count=443 843 1384 288 488 202 262
internal_value=0 0.00124451 0.00503898 0.00117625 -0.00531938 -0.0072999
internal_weight=0 0.00663442 0.0045942 0.00343558 0.00226666 0.00204023
internal_count=3910 3067 2362 2074 1586 705
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=6
num_cat=0
split_feature=52 52 0 16 1
split_gain=8.37176e-06 2.12805e-05 1.33676e-05 3.90085e-05 2.69986e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.17106499999999999 -0.055679999999999993 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0045519824284242201 0.0077290352750828241 0.013536477901598698 -0.0094688089094335029 -0.016938901353011498 0.011913285388008794
leaf_weight=0.0012838139466360345 0.0010450729459000755 0.0013182269542198189 0.001007770951041421 0.001627265750314306 0.001426307586957573
leaf_count=777 184 413 1345 787 404
internal_value=0 0.00461186 -0.00235724 -0.00495266 0.00306055
internal_weight=0 0.00260204 0.00510642 0.00406134 0.00243408
internal_count=3910 1190 2720 2536 1749
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=6
num_cat=0
split_feature=52 13 1 0 2
split_gain=7.03463e-06 2.34924e-05 2.93394e-05 2.44387e-05 1.1549e-05
threshold=0.11401500000000002 -0.083514999999999992 0.11183500000000002 -0.070894999999999986 0.099990000000000009
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0025613026673313851 -0.0076239976454182436 -0.004440520504849433 -0.01377144451715007 0.013776375970679761 0.01768260888262816
leaf_weight=0.0010009056729122993 0.0010468937472605739 0.0018011279825770209 0.0015837594374339707 0.0012457969726306893 0.0010196161385915743
leaf_count=778 647 1410 324 518 233
internal_value=0 0.00119483 -0.00273092 0.00300783 0.010192
internal_weight=0 0.00665121 0.00463068 0.00304692 0.00202052
internal_count=3910 3263 2252 1928 1011
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=6
num_cat=0
split_feature=52 4 15 15 43
split_gain=1.00759e-05 2.63963e-05 1.9815e-05 3.03471e-05 2.31575e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.19153499999999998 -0.03231499999999999 -0.020804999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.00011801505903482733 -0.00029705900567969897 0.0002682928731111139 0.00021904585436841257 -0.00035527851852565579 1.8896358898464977e-05
leaf_weight=0.0012294476305091406 0.0010145037124734621 0.0015217830412758077 0.0016285439843758951 0.0010075686213899746 0.0017240294951620804
leaf_count=807 321 383 713 766 920
internal_value=0 9.56627e-05 -5.02417e-05 7.18697e-06 -0.000119121
internal_weight=0 0.00275123 0.00537465 0.00436014 0.0027316
internal_count=3910 1190 2720 2399 1686
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=5
num_cat=0
split_feature=51 40 1 15
split_gain=7.57487e-06 1.94336e-05 2.02871e-05 5.36871e-05
threshold=-0.09021499999999999 -0.018084999999999997 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0077054729536054772 0.011497944368890862 0.012939494312501375 -0.012201897648875942 -0.010970122296395553
leaf_weight=0.001093302104705097 0.0010083506674193245 0.0018231343629921068 0.0018354579393340007 0.0019368117181056712
leaf_count=515 360 885 377 1773
internal_value=0 -0.0012809 -0.00358378 0.000623247
internal_weight=0 0.00660375 0.0055954 0.00375995
internal_count=3910 3395 3035 2658
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=6
num_cat=0
split_feature=12 4 52 48 15
split_gain=8.56175e-06 1.77225e-05 3.61879e-05 3.5849e-05 3.801e-05
threshold=-0.036459999999999992 -0.034289999999999994 0.071660000000000015 0.086125000000000021 -0.10981499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0079242398428034013 -0.018917449911409659 -0.0043613191583671404 0.0062828058316812237 -0.0084737398926049839 0.019637535785068591
leaf_weight=0.0011590716215307655 0.0010863171268313131 0.0010053805849430221 0.0011985592202643151 0.0013172752534129379 0.0019208611434682991
leaf_count=504 901 215 851 411 1028
internal_value=0 0.00140217 -0.00569835 0.00522537 0.0113922
internal_weight=0 0.00652839 0.00228488 0.00424352 0.00292624
internal_count=3910 3406 1752 1654 1243
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=6
num_cat=0
split_feature=1 42 160 4 4
split_gain=7.16662e-06 1.87676e-05 2.57029e-05 2.60078e-05 2.59612e-05
threshold=0.12730000000000002 0.086700000000000013 0.069910000000000014 -0.14963999999999997 0.05309500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0098398765376499636 0.0069986587461510199 -0.011724431997993959 0.014919703799187632 -0.018671565024875169 0.00091904117395794462
leaf_weight=0.0012217823757409109 0.0012279020094911608 0.0013697688823939586 0.0011096171874694473 0.0012076849028834792 0.0015377596755150951
leaf_count=259 345 1300 375 1322 309
internal_value=0 -0.00133691 0.00146572 -0.0022973 -0.00769861
internal_weight=0 0.00644661 0.00507684 0.00396723 0.00274544
internal_count=3910 3565 2265 1890 1631
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=6
num_cat=0
split_feature=42 43 0 48 4
split_gain=7.09353e-06 1.8194e-05 1.96135e-05 2.53059e-05 1.88218e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 0.0059850000000000016 0.086125000000000021 0.05309500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.007627954861662737 0.0092589269167113047 -0.0015736967900200325 -0.013796030267944223 -0.00954841042487173 0.016875028039358957
leaf_weight=0.0010525870367437025 0.0019713448005614304 0.0010696708558110874 0.0011109983657730514 0.0013151659995296462 0.0011449055192449703
leaf_count=1060 1333 751 229 276 261
internal_value=0 0.00121057 -0.0022083 0.00143898 0.00796404
internal_weight=0 0.00661209 0.00464074 0.00352974 0.00221458
internal_count=3910 2850 1517 1288 1012
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=6
num_cat=0
split_feature=15 42 15 16 0
split_gain=9.95814e-06 2.85636e-05 4.71847e-05 2.71164e-05 3.35761e-05
threshold=0.079360000000000014 0.078965000000000021 -0.017214999999999998 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00016954560337108612 -0.00018081685951279962 -0.00018141783546751588 0.00034001098590468652 -0.00029787190829843918 0.00031088378708250109
leaf_weight=0.0010753985232301035 0.0010190493641610539 0.00187842820219602 0.0019749140642442617 0.0010804006335163306 0.0011653378208214347
leaf_count=141 1436 1167 376 394 396
internal_value=0 2.6322e-05 0.000100004 -4.27159e-05 8.03109e-05
internal_weight=0 0.00717448 0.00529605 0.00332114 0.00224074
internal_count=3910 2474 1307 931 537
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=6
num_cat=0
split_feature=15 16 52 4 0
split_gain=1.02381e-05 2.06242e-05 2.77403e-05 4.17259e-05 3.75155e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00018003417847097826 -0.00024964565299780134 -0.00037885039821548817 0.0002260164009711243 0.00028258745678288408 -0.00016679151263942392
leaf_weight=0.001031173294608707 0.0013258228297220809 0.0011783028135349395 0.001770503997740782 0.0014398010136699539 0.0014173398699781684
leaf_count=317 337 833 1170 244 1009
internal_value=0 -2.89906e-05 2.13974e-05 -6.83769e-05 5.96643e-05
internal_weight=0 0.00713177 0.00580595 0.00403544 0.00285714
internal_count=3910 3593 3256 2086 1253
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=7
num_cat=0
split_feature=3 2 2 1 16 3
split_gain=2.27426e-05 2.7415e-05 4.56827e-05 4.60649e-05 3.47926e-05 2.10491e-05
threshold=-0.15464999999999998 0.096540000000000015 0.10679500000000001 0.11198000000000001 0.070590000000000014 -0.077894999999999978
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=0.00027365828282801462 -0.00023891592175119672 0.00041535239152694305 -0.00034691081531464243 0.00019102646923652394 -0.00046516422760604735 9.9399964993289922e-05
leaf_weight=0.001008826464395921 0.0012252180513342371 0.0011061936574240858 0.0011661376929127968 0.001287998980522947 0.0010174324770263225 0.0016718146872156776
leaf_count=259 1562 361 406 343 309 670
internal_value=0 -3.99827e-05 8.45304e-05 -6.45864e-05 -0.000153231 -4.36812e-05
internal_weight=0 0.0074748 0.00356033 0.00245414 0.00391447 0.00289703
internal_count=3910 3651 1110 749 2541 2232
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.39788e-05 3.54357e-05 2.52681e-05 4.1324e-05 2.10736e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.11265500000000002 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=0.0002195902083718636 -0.00014011963815645001 -0.00030427249921546109 0.00050592325248097485 -1.2922563351691926e-05 2.6801602776460151e-06
leaf_weight=0.0011986994572826546 0.0012149739354453564 0.0019808447367340104 0.0010226049193402089 0.0013956692227033115 0.0015195910864560028
leaf_count=292 249 2546 348 262 213
internal_value=0 -7.13793e-05 9.05752e-05 0.000206479 -0.00017102
internal_weight=0 0.00469914 0.00363325 0.00241827 0.00350044
internal_count=3910 3051 859 610 2759
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=7
num_cat=0
split_feature=42 49 1 4 0 2
split_gain=6.62857e-06 2.02292e-05 1.89096e-05 3.35417e-05 1.16242e-05 1.15469e-05
threshold=0.091955000000000023 -0.0019649999999999997 0.11198000000000001 -0.0010999999999999996 -0.014809999999999999 0.091250000000000012
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=-0.014596856571083195 -0.0072661300919581095 0.015748051956674263 0.01477792117739816 -0.013532043352247329 0.000983079055686231 0.00047907126728985011
leaf_weight=0.0010253827349620518 0.0010814947016059675 0.0010148518692939651 0.0013542126084788017 0.0010948476289087336 0.0011235100352052232 0.0010069502357847302
leaf_count=423 843 1343 302 496 221 282
internal_value=0 0.00117805 0.00485749 0.000702371 0.00799043 -0.00712726
internal_weight=0 0.00661976 0.00458742 0.00323321 0.00213836 0.00203233
internal_count=3910 3067 2362 2060 1564 705
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=5
num_cat=0
split_feature=52 13 1 43
split_gain=7.38132e-06 2.05938e-05 1.95487e-05 1.67845e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11097000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.010682045957772857 -0.007818448535420559 -0.0059445733224459257 -0.011055472043649999 0.0084502552933882775
leaf_weight=0.0017092458156521828 0.0010452561148083057 0.0014065881256738288 0.0016205654318845728 0.0019098594328458051
leaf_count=520 647 1627 362 754
internal_value=0 0.00122164 -0.00205365 0.00234505
internal_weight=0 0.00664626 0.00493701 0.00331645
internal_count=3910 3263 2743 2381
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=6
num_cat=0
split_feature=13 16 12 4 16
split_gain=7.28883e-06 1.82415e-05 2.43221e-05 2.90205e-05 2.31075e-05
threshold=0.11202500000000001 0.15100500000000003 0.085775000000000004 0.097045000000000006 -0.063614999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.021503933269992493 0.0065862914340473078 -0.012244897250655813 -0.01095644385806447 -0.0072281122908755173 0.0024434666866027001
leaf_weight=0.001188582359801756 0.0013766882608069733 0.0012532182966699355 0.0012366356218436216 0.0012620814921675836 0.0013682001212533396
leaf_count=413 288 565 1679 384 581
internal_value=0 -0.00144479 0.00123247 0.00517952 0.0113042
internal_weight=0 0.00630872 0.0050555 0.00381886 0.00255678
internal_count=3910 3622 3057 1378 994
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=5
num_cat=0
split_feature=4 42 0 15
split_gain=1.69045e-05 2.79345e-05 4.09295e-05 4.07703e-05
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 -0.074174999999999977
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.00012731310029192759 0.00017698165561313821 -0.00029523168731864587 0.00028905627860815715 -0.00028730218957855947
leaf_weight=0.0017055817370763989 0.0015843790513656239 0.0013921479494985812 0.0015122113357931358 0.0019592975315403916
leaf_count=693 426 1266 274 1251
internal_value=0 -4.86601e-05 1.76444e-05 -9.43462e-05
internal_weight=0 0.00656924 0.00517709 0.00366488
internal_count=3910 3484 2218 1944
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=5
num_cat=0
split_feature=4 151 16 13
split_gain=7.97452e-06 2.33875e-05 3.81388e-05 2.09538e-05
threshold=0.28937500000000005 -0.051109999999999996 -0.094359999999999986 -0.0016149999999999999
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0123881947268743 0.0065631140358179936 -0.016601565492264721 0.010557781382929395 -0.0050685456630730121
leaf_weight=0.0010033863752493414 0.0014885211288824729 0.0016946827796283201 0.0015098228714723241 0.0019880553867100237
leaf_count=532 426 578 1621 753
internal_value=0 -0.0015882 -0.00428894 0.0016764
internal_weight=0 0.00619595 0.00519256 0.00349788
internal_count=3910 3484 2952 2374
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 43
split_gain=1.46561e-05 4.73926e-05 2.09332e-05 6.37486e-05 1.65956e-05 2.9653e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.11265500000000002 0.090325000000000003 -0.077544999999999989
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=0.00025962887803723106 -0.0001246143965674765 -6.0925494257669335e-05 0.0005643469088919197 -8.1212638226237357e-05 -6.1238464677182329e-06 -0.00051125841400042618
leaf_weight=0.0011931064387175677 0.0011731443320945494 0.0010915624110418537 0.0010276890956959135 0.0013749303460543552 0.0011845786067618642 0.0011591107107780329
leaf_count=292 249 1014 348 262 184 1561
internal_value=0 -7.70464e-05 9.00845e-05 0.000194917 -0.000193978 -0.00029285
internal_weight=0 0.00462836 0.00357576 0.00240262 0.00343525 0.00225067
internal_count=3910 3051 859 610 2759 2575
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=7
num_cat=0
split_feature=3 1 15 16 52 13
split_gain=1.26763e-05 2.53983e-05 5.52869e-05 3.95512e-05 5.27071e-05 3.05495e-05
threshold=-0.15327499999999997 0.094695000000000015 -0.0039399999999999991 -0.27337499999999998 -0.07125999999999999 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=0.00020118948508642949 -0.00048841360389916097 -0.00020328452175973852 -0.00019548742127486679 -0.00010703629825004895 0.00046670824904282903 0.00027561206731093173
leaf_weight=0.0010207489025637383 0.0012257781240441355 0.0012787193001023781 0.001082554355850052 0.0010789172154544594 0.00143348129271932 0.0010353884646677456
leaf_count=276 1196 310 748 320 392 668
internal_value=0 -3.24263e-05 -0.000156995 7.74416e-05 0.000220321 3.48167e-05
internal_weight=0 0.00713484 0.00334372 0.00379112 0.0025124 0.00211794
internal_count=3910 3634 2612 1022 712 1416
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=6
num_cat=0
split_feature=0 43 13 4 4
split_gain=7.20046e-06 2.54717e-05 2.36816e-05 1.92746e-05 7.33754e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.080255000000000007 -0.34687499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.013021928126275485 -0.00074922987325296442 0.012289960903821503 0.0032628945391844411 -0.014331937687075545 0.011143633388329292
leaf_weight=0.0015018602742537723 0.0010701617349879317 0.001484797205535575 0.0016182465175287337 0.001011948420858568 0.0010068615169628219
leaf_count=1197 249 1155 896 216 197
internal_value=0 -0.00187508 0.00219322 -0.00350659 0.00501598
internal_weight=0 0.00561685 0.00411499 0.00263019 0.00207702
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=7
num_cat=0
split_feature=1 3 3 3 43 3
split_gain=7.73404e-06 3.31738e-05 2.20732e-05 2.72447e-05 1.71697e-05 3.41341e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 0.11818000000000002 -0.077544999999999989 0.090325000000000003
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=0.012114815687520646 -0.007943683911180879 0.0025956550773613414 0.020082055701689215 -0.0019925014003454047 -0.025634313378562285 -0.00061781252196736573
leaf_weight=0.0011100732122345234 0.001107992045679716 0.0010481311691212586 0.0011462707896699826 0.0010915158971239428 0.001077980702117713 0.0011040302399760245
leaf_count=292 249 1018 360 250 1561 180
internal_value=0 -0.00279858 0.00359949 0.00931484 -0.00792374 -0.0129767
internal_weight=0 0.00434022 0.00334578 0.00223779 0.00323014 0.00218201
internal_count=3910 3051 859 610 2759 1741
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=6
num_cat=0
split_feature=4 151 2 12 16
split_gain=7.41448e-06 2.09881e-05 2.63217e-05 3.86628e-05 2.5547e-05
threshold=0.27608500000000008 -0.016164999999999995 0.10393500000000001 0.091405000000000014 -0.055679999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010481362260616215 0.0062754260275191282 0.0036172355591657813 -0.015262212499444542 0.014286872771204093 -0.018060209633920205
leaf_weight=0.0011739594479054137 0.0015069197702994828 0.0010475404544642241 0.0015376786117183676 0.00127622855231006 0.0011302213172936408
leaf_count=562 441 902 573 796 636
internal_value=0 -0.00154943 -0.00437888 0.000466267 -0.00763299
internal_weight=0 0.00616563 0.00499167 0.00345399 0.00217776
internal_count=3910 3469 2907 2334 1538
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=6
num_cat=0
split_feature=484 1 2 4 52
split_gain=6.63232e-06 2.14619e-05 2.26116e-05 2.58879e-05 5.46183e-05
threshold=0.042570000000000004 0.122185 0.11339500000000001 0.0057500000000000008 0.071660000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.020938187249017585 0.007553695148398625 0.010169196209534534 -0.017357491564133663 0.0086902126928970497 0.0082273150599737367
leaf_weight=0.0013591308039549157 0.0010065252779164896 0.0013370935434423199 0.001023868229096182 0.0017175515831917339 0.0012170802613526103
leaf_count=1267 558 334 369 486 896
internal_value=0 -0.00115605 -0.00400372 -0.000819455 -0.00715952
internal_weight=0 0.00665472 0.00531763 0.00429376 0.00257621
internal_count=3910 3352 3018 2649 2163
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=6
num_cat=0
split_feature=49 15 12 2 3
split_gain=1.49917e-05 3.39538e-05 2.79563e-05 6.90893e-05 6.29564e-05
threshold=-0.029304999999999998 -0.073314999999999991 0.080120000000000011 0.08400500000000001 0.096385000000000012
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.00038719115826237483 0.00030042685168946707 -0.00010456960268388801 -0.00059366085238843976 4.3956069672663279e-05 -0.00024456329133050746
leaf_weight=0.0010585194711448783 0.0019058302301357109 0.0011015782019296707 0.0010562364867560642 0.0017129226840149323 0.0014237144757955507
leaf_count=228 497 331 804 1779 271
internal_value=0 0.000136409 -5.368e-05 -0.000199249 6.73889e-05
internal_weight=0 0.0021601 0.0060987 0.00276916 0.00332954
internal_count=3910 559 3351 2583 768
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=6
num_cat=0
split_feature=15 42 15 16 0
split_gain=9.48263e-06 2.70521e-05 4.80738e-05 2.98898e-05 3.66214e-05
threshold=0.079360000000000014 0.078965000000000021 -0.017214999999999998 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00018292049016550122 -0.00017861655867617036 -0.00017942120534432155 0.00034201375747795862 -0.00031905920191562605 0.00032507625115244887
leaf_weight=0.0010444269377966934 0.0010056667328240424 0.0018377142556276907 0.0019358311210739857 0.001057576016388007 0.0011423513185216732
leaf_count=141 1436 1167 376 394 396
internal_value=0 2.49691e-05 9.74783e-05 -4.84303e-05 8.2452e-05
internal_weight=0 0.0070179 0.00518019 0.00324435 0.00218678
internal_count=3910 2474 1307 931 537
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=7
num_cat=0
split_feature=2 52 4 4 52 0
split_gain=1.90451e-05 2.98252e-05 2.40921e-05 2.89283e-05 2.52074e-05 1.69379e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 -0.0010999999999999996 -0.084699999999999984 -0.13506999999999997
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=-0.00014951825604752461 8.5321508916738275e-06 -0.00032391751659099666 0.0002570929568815633 -0.0003058957895630292 0.00028617502847670293 0.00033846312309488037
leaf_weight=0.0010035058323178542 0.0014710757525300444 0.0013019414315441104 0.0011555875180173612 0.001257203255004365 0.0010392599949868785 0.0010082630479147426
leaf_count=582 208 1032 230 412 887 559
internal_value=0 -6.28456e-05 1.34412e-05 -7.18811e-05 7.21413e-05 0.000142704
internal_weight=0 0.0057575 0.00445556 0.00329997 0.00204277 0.00247934
internal_count=3910 3143 2111 1881 1469 767
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=6
num_cat=0
split_feature=16 47 1 3 43
split_gain=2.64583e-05 2.82897e-05 4.18063e-05 2.6049e-05 5.29409e-05
threshold=-0.52908499999999992 0.086425000000000016 0.10498500000000001 0.090325000000000003 -0.077544999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00030041861672607233 0.00015081459630943486 -0.0001922622552210869 0.00036831365387090409 0.00024624196696559989 -0.0003601277108863993
leaf_weight=0.0010337515491481708 0.0016097688036025952 0.0016572835150896765 0.001599296364525213 0.0011714223332510792 0.0015119503201443097
leaf_count=179 1011 452 560 145 1563
internal_value=0 3.40601e-05 9.77146e-05 -3.08987e-06 -9.66514e-05
internal_weight=0 0.00754972 0.00589244 0.00429314 0.00312172
internal_count=3910 3731 3279 2719 2574
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=6
num_cat=0
split_feature=2 52 150 47 16
split_gain=7.66091e-06 2.62387e-05 1.78389e-05 2.13003e-05 1.59383e-05
threshold=0.10946500000000002 0.084890000000000007 0.084555000000000019 0.077065000000000008 -0.16268499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.011664656356330171 -0.0046190678840850145 -0.01502756145395525 -0.0096989867791683598 -0.0055077707501310297 0.01210144946601654
leaf_weight=0.0019950016240843295 0.0010134092242765323 0.0012139827951200581 0.0010349549038433459 0.0011322459373907449 0.0013032031308490234
leaf_count=1504 257 1032 295 312 510
internal_value=0 -0.00209188 0.00168104 0.00544724 0.00478701
internal_weight=0 0.00537619 0.0041622 0.00312725 0.00231661
internal_count=3910 3143 2111 1816 767
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=6
num_cat=0
split_feature=11 2 12 3 16
split_gain=1.49232e-05 3.74687e-05 5.16331e-05 4.05248e-05 2.54315e-05
threshold=1.0000000180025095e-35 0.086875000000000022 0.051320000000000005 -0.013944999999999997 -0.063614999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00011344044069070485 -0.00022585949881176115 0.00038306612666358798 -0.00043031363514514913 0.00014813718852869763 -0.00021152604635614664
leaf_weight=0.0013389720023141774 0.0010319509543741919 0.0016131860300806059 0.0013466580863378021 0.0018393723959286529 0.0012831413687613086
leaf_count=315 304 1461 1228 324 278
internal_value=0 2.57941e-05 -0.000159215 0.000130713 3.39994e-07
internal_weight=0 0.00742133 0.00268563 0.0047357 0.00312251
internal_count=3910 3606 1543 2063 602
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=6
num_cat=0
split_feature=49 3 12 15 52
split_gain=6.71936e-06 1.69001e-05 3.94018e-05 3.06626e-05 4.90576e-06
threshold=-0.029304999999999998 -0.050194999999999997 0.093375000000000014 -0.017214999999999998 -0.066329999999999986
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=3.0552481987585648e-05 0.0027914323669358306 -0.0056634797755833553 -0.022671345178397785 0.014073796292775146 0.0099031924092719513
leaf_weight=0.0010116800863563982 0.0014402116902797568 0.0017858369701918156 0.0010513628008022983 0.0014074391116975756 0.0010016298825649421
leaf_count=250 1711 535 880 225 309
internal_value=0 -0.00178045 -0.00795303 0.00303574 0.00494223
internal_weight=0 0.00568485 0.00249157 0.00319328 0.00201331
internal_count=3910 3351 2591 760 559
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=6
num_cat=0
split_feature=4 42 15 3 4
split_gain=7.47365e-06 2.0946e-05 4.24809e-05 3.99123e-05 7.32025e-05
threshold=0.28937500000000005 0.086700000000000013 0.024640000000000006 0.11265500000000002 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.9748455729714145e-05 0.0063349233285059717 -0.012768653752226342 -0.016903802223043048 -0.0098950293236032827 0.033570206906201432
leaf_weight=0.0017405817443130742 0.0014913871453176774 0.0013119369605406259 0.0010012424412879652 0.0011034357915607755 0.0010402104035161241
leaf_count=934 426 1266 842 150 292
internal_value=0 -0.00154996 0.00146269 0.00619704 0.0125825
internal_weight=0 0.00619741 0.00488547 0.00388423 0.00278079
internal_count=3910 3484 2218 1376 1226
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=6
num_cat=0
split_feature=2 150 48 12 4
split_gain=7.14495e-06 2.61844e-05 3.07594e-05 3.08732e-05 1.94439e-05
threshold=0.11462500000000002 0.087235000000000021 0.083775000000000002 0.090385000000000007 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0014780093010871133 0.006105844598441568 -0.015541013762550782 0.016640816115902467 0.0081131517517475989 -0.019672451779949682
leaf_weight=0.0012837454416391929 0.0015267706340550751 0.0010969457405288598 0.0010605896386633182 0.0016204944860038518 0.0010827668185212406
leaf_count=986 599 293 465 1001 566
internal_value=0 -0.00153784 0.00150534 -0.00252088 -0.00980264
internal_weight=0 0.00614454 0.0050476 0.00398701 0.00236651
internal_count=3910 3311 3018 2553 1552
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=7
num_cat=0
split_feature=15 150 15 43 43 47
split_gain=1.18572e-05 2.38075e-05 4.52223e-05 2.25982e-05 5.85549e-05 1.78615e-05
threshold=-0.24219999999999997 0.08486500000000001 -0.038029999999999987 0.0050750000000000005 -0.083899999999999988 0.09252500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.000198168406930899 -0.00011838065514898645 0.00019220101667269567 0.00024459995373052421 0.00028624835660990259 -0.00037436528652989815 -0.00047341281342999078
leaf_weight=0.0010259424244772339 0.0010292755383598203 0.0015008963132798299 0.0012167157955545261 0.0010987886379761769 0.0011364675831267886 0.0011574664739184165
leaf_count=317 803 427 488 406 1127 342
internal_value=0 -2.72635e-05 -8.56799e-05 5.40795e-05 -5.43287e-05 -0.000306303
internal_weight=0 0.00713961 0.00563871 0.00345197 0.00235318 0.00218674
internal_count=3910 3593 3166 2021 1615 1145
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=7
num_cat=0
split_feature=1 3 13 2 52 3
split_gain=1.38614e-05 3.94407e-05 2.2735e-05 2.78094e-05 1.79652e-05 1.7709e-05
threshold=0.10498500000000001 -0.115685 -0.084184999999999996 0.087005000000000013 -0.048794999999999991 0.090325000000000003
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=0.00023798467603123249 0.00029794068995942353 -0.00041128093421077539 0.00018034977004499687 -0.00024879472772151195 0.00014600564937875918 -0.00018684845766399262
leaf_weight=0.0011910244543102619 0.0011226538100015779 0.0010823702088033345 0.0010007744061697357 0.0013826223778632034 0.0013935768518166876 0.001099301219929876
leaf_count=292 353 775 837 1147 308 198
internal_value=0 -6.98361e-05 -0.00017562 -6.85995e-05 9.19786e-05 -7.75266e-07
internal_weight=0 0.00465679 0.00346577 0.0023834 0.00361553 0.00249288
internal_count=3910 3051 2759 1984 859 506
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=13 16 12 151 3
split_gain=7.39727e-06 1.81792e-05 2.31229e-05 4.95026e-05 3.49767e-05
threshold=0.11202500000000001 0.15100500000000003 0.080120000000000011 -0.0088999999999999982 0.092005000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.011367221976107088 0.0066324478896798615 -0.01224894401224186 -0.0084420762710550878 0.027209744838165961 0.0024176750554505497
leaf_weight=0.0011099467285728185 0.0013749906584266496 0.0012522216111484049 0.0016644078139327564 0.0011001170851221123 0.0011788168734837494
leaf_count=265 288 565 2213 353 226
internal_value=0 -0.00146262 0.00121027 0.0059509 0.0143856
internal_weight=0 0.00630551 0.00505329 0.00338888 0.00227893
internal_count=3910 3622 3057 844 579
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=6
num_cat=0
split_feature=49 15 2 13 52
split_gain=7.43709e-06 1.58019e-05 3.04989e-05 1.86052e-05 4.70351e-06
threshold=-0.029304999999999998 -0.11739999999999999 0.10113500000000002 -0.032264999999999995 -0.066329999999999986
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00038874698589958678 -0.010477409529751014 -0.0026386268833053293 -0.011698452675298766 0.013743295097303418 0.010071217303316449
leaf_weight=0.0010055536820229572 0.0015479483212580726 0.0011725263326037721 0.0012443937907839222 0.0016961451603685221 0.0010012816828489405
leaf_count=250 581 1311 553 906 309
internal_value=0 -0.00186525 0.00137593 0.00704743 0.00521968
internal_weight=0 0.00566101 0.00411307 0.00286867 0.00200684
internal_count=3910 3351 2770 2217 559
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=6
num_cat=0
split_feature=2 52 4 4 16
split_gain=8.96374e-06 2.16071e-05 1.7696e-05 2.84709e-05 1.51591e-05
threshold=0.10946500000000002 0.084890000000000007 0.15045000000000003 -0.0010999999999999996 -0.16268499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0048627373248844759 -0.0040145902351945203 -0.014013750074595117 0.012235564880682876 -0.014977632334991331 0.012320673566419672
leaf_weight=0.0019006660386910669 0.0010075166625648101 0.0012098441239948386 0.0010723810811538257 0.0011675800363373568 0.0013025428633048439
leaf_count=1469 257 1032 230 412 510
internal_value=0 -0.00225745 0.00117761 -0.00268725 0.00519616
internal_weight=0 0.00535047 0.00414063 0.00306825 0.00231006
internal_count=3910 3143 2111 1881 767
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=6
num_cat=0
split_feature=1 3 3 3 1
split_gain=1.43393e-05 3.52131e-05 3.90938e-05 2.34408e-05 1.3939e-06
threshold=0.10113500000000002 -0.115685 0.086245000000000016 0.090325000000000003 0.11744000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00021552389538100915 0.00028001382631019373 -0.00037031500431142038 6.4842296729417134e-05 -8.1657180207704656e-05 0.00017751570356945684
leaf_weight=0.0011506132948271028 0.0010078780290562579 0.0018515542109178718 0.001389313620800873 0.0017394480556525357 0.0010328399861261968
leaf_count=254 361 2481 188 320 306
internal_value=0 -7.91504e-05 -0.000183769 8.55853e-05 0.000228138
internal_weight=0 0.00439148 0.00324087 0.00378017 0.00204072
internal_count=3910 2923 2669 987 667
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=7
num_cat=0
split_feature=0 47 52 1 0 4
split_gain=1.33159e-05 2.86644e-05 2.29829e-05 5.21392e-05 1.71545e-05 6.75489e-06
threshold=-0.017269999999999997 0.09252500000000001 -0.074484999999999982 0.088675000000000018 -0.15137999999999999 -0.34687499999999999
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=-0.00017365975413215185 2.3912006945220221e-05 -0.00028931434226105407 -0.00024019535476744547 0.00048709833427197527 0.00012661660222053572 0.00024239775636735063
leaf_weight=0.0014664938956955036 0.0011216151173464432 0.0014475795077320986 0.0010040490904644627 0.0010105755849257273 0.0010196341311127528 0.0010564968495936238
leaf_count=713 249 387 1630 141 593 197
internal_value=0 -4.93066e-05 2.78872e-05 0.000125297 0.000306053 0.000129889
internal_weight=0 0.00594833 0.00450075 0.00303426 0.00203021 0.00217811
internal_count=3910 3464 3077 2364 734 446
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=7
num_cat=0
split_feature=13 3 16 1 2 16
split_gain=1.36584e-05 2.46726e-05 3.75053e-05 5.10197e-05 3.68175e-05 1.15767e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 1.0000000180025095e-35 0.089785000000000018 -0.096824999999999981
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=0.00020844354164034059 -0.00036508665005755399 -0.00029658214298639989 0.00034981932672219115 5.4965659336702043e-05 0.00031376000090388223 -0.00023533609997477431
leaf_weight=0.0010014636094310275 0.0014590735157444901 0.0011699133538485562 0.0010581236851173624 0.0010310046202431668 0.0014284710953737976 0.0010828050850250168
leaf_count=210 1751 138 502 230 376 703
internal_value=0 -3.58907e-05 1.44415e-05 -5.65136e-05 7.05884e-05 -9.37422e-05
internal_weight=0 0.00722939 0.00605948 0.00500135 0.00354228 0.00211381
internal_count=3910 3700 3562 3060 1309 933
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=6
num_cat=0
split_feature=2 4 2 12 2
split_gain=7.3289e-06 1.8415e-05 2.506e-05 1.69138e-05 1.5296e-05
threshold=0.10946500000000002 -0.10647999999999999 1.0000000180025095e-35 0.09277500000000001 0.12663500000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.011716777586753879 0.011766909999313457 -0.015270761140307489 0.0097617677992562733 0.003006819316835478 -0.0046372305090625629
leaf_weight=0.0014406628411388778 0.0013162198288754012 0.0010238507794204459 0.0018972014624761046 0.0010015696234899848 0.0010004904678873221
leaf_count=347 398 555 1896 345 369
internal_value=0 -0.00204787 0.00150323 -0.0062325 0.00468265
internal_weight=0 0.00536328 0.00392262 0.00202542 0.00231671
internal_count=3910 3143 2796 900 767
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=7
num_cat=0
split_feature=1 4 4 12 16 16
split_gain=2.26043e-05 5.53854e-05 2.31699e-05 3.8072e-05 2.66912e-05 1.99845e-05
threshold=0.076710000000000014 -0.084009999999999987 0.24280000000000004 0.051320000000000005 -0.010819999999999998 -0.5152199999999999
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=9.8344479869156244e-05 -5.5165665288231682e-05 -0.00049700036545976655 5.1275420770932527e-05 -0.00033215122283709306 0.00034622844188739052 0.00042628121624521946
leaf_weight=0.0014024909054916517 0.0016465885466866751 0.0010509984916573058 0.0011648080078198834 0.0011061257565697469 0.0010387086260990577 0.0010290253837234196
leaf_count=422 286 1586 166 860 281 309
internal_value=0 -0.000156683 6.67932e-05 -2.60076e-05 0.000100099 0.000227173
internal_weight=0 0.00245349 0.00598526 0.00379142 0.0026853 0.00219383
internal_count=3910 2008 1902 1427 567 475
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.52078e-05 2.8872e-05 4.09027e-05 3.34779e-05 7.0586e-05
threshold=0.11202500000000001 0.076710000000000014 0.086425000000000016 0.085790000000000019 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0002516734971273548 0.00017329324426894839 0.00066920787552810152 -0.00023374977757322529 -0.00012461296195208691 -9.4604552987932122e-06
leaf_weight=0.0018660007917070667 0.0015239264884574204 0.0010285816576454914 0.0015407015356459675 0.0011635487556876387 0.0013793047813776417
leaf_count=1859 288 499 362 237 665
internal_value=0 -4.29153e-05 3.32844e-05 0.000148482 0.000280448
internal_weight=0 0.00697814 0.00511214 0.00357144 0.00240789
internal_count=3910 3622 1763 1401 1164
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=7
num_cat=0
split_feature=0 1 47 2 1 3
split_gain=9.01573e-06 3.4238e-05 2.64584e-05 1.72796e-05 2.51599e-05 1.3106e-05
threshold=-0.075584999999999986 0.088010000000000019 0.086785000000000015 0.10113500000000002 0.10723500000000001 0.096385000000000012
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=-0.017449310141102403 0.018677418777282209 0.0011889058285496749 -0.010142233542412806 -0.0059519397589936837 -0.0026651109916369978 0.017322437432771957
leaf_weight=0.0011944923936675982 0.0012186055261292821 0.0010071083283889107 0.0010804493981842961 0.0011823970024978959 0.0010102819960348551 0.0010069402344138768
leaf_count=1799 407 494 209 593 219 189
internal_value=0 -0.00306861 0.00248242 0.00381977 0.00900355 0.009255
internal_weight=0 0.00428899 0.0030945 0.00341128 0.00222889 0.00201405
internal_count=3910 2691 892 1219 626 683
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=5
num_cat=0
split_feature=47 0 52 16
split_gain=7.62503e-06 1.36664e-05 2.25625e-05 3.53022e-05
threshold=0.10561500000000001 -0.15007499999999999 -0.021309999999999996 -0.17157499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0085713427494006015 0.0070160513199220911 0.011797583386480216 0.0099012726006582029 -0.01205099308266042
leaf_weight=0.001887517134429981 0.0012846917737036924 0.0014580334741741766 0.0012163746928348853 0.0018417574243294718
leaf_count=322 280 1083 364 1861
internal_value=0 -0.00142553 0.00156104 -0.00331946
internal_weight=0 0.00640368 0.00451617 0.00305813
internal_count=3910 3630 3308 2225
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=6
num_cat=0
split_feature=0 43 13 4 12
split_gain=7.04086e-06 2.54477e-05 2.48593e-05 2.1166e-05 4.16446e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.080255000000000007 0.091475000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.013028478805764118 0.0095509464119360437 0.01257753199085327 0.0034802878537606077 -0.014936956097200317 0.00058276318429003628
leaf_weight=0.0014947703687772469 0.0010131469916471129 0.0014798357485988904 0.0016185768172124236 0.0010155161389701528 0.0010590085226681598
leaf_count=1197 280 1155 896 216 166
internal_value=0 -0.00185382 0.00220642 -0.00362007 0.00496761
internal_weight=0 0.0056087 0.00411393 0.00263409 0.00207216
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=6
num_cat=0
split_feature=2 150 48 2 0
split_gain=1.62279e-05 3.0894e-05 2.73093e-05 5.21334e-05 3.0839e-05
threshold=0.11462500000000002 0.090480000000000019 0.083775000000000002 0.10113500000000002 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00011814444199164158 0.00017479240163709571 -0.00036042593266850091 0.00025911390148404079 -0.00044790933676881913 0.00026285546037155402
leaf_weight=0.001765274277157308 0.0016394978147554707 0.0010013267560277537 0.0013284852627230125 0.0010274422170939634 0.0015201730804870414
leaf_count=1966 599 251 502 318 274
internal_value=0 -4.30318e-05 1.33046e-05 -6.24112e-05 5.81438e-05
internal_weight=0 0.0066427 0.00564137 0.00431289 0.00328545
internal_count=3910 3311 3060 2558 2240
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=6
num_cat=0
split_feature=4 151 16 52 3
split_gain=7.36859e-06 2.05857e-05 2.96974e-05 1.91402e-05 2.41123e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 -0.094124999999999986 -0.0086749999999999969
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010327431376761818 0.0062351023578204609 -0.015892054205193559 -0.01065944537110485 -0.0055278948358286704 0.01455607903572341
leaf_weight=0.0011805195602612338 0.0015156269450283142 0.0015420530617969116 0.0010237436354795276 0.0010740976500821125 0.0013479842405836574
leaf_count=562 441 525 570 1633 179
internal_value=0 -0.00154713 -0.00435758 0.000804256 0.00564963
internal_weight=0 0.0061684 0.00498788 0.00344583 0.00242208
internal_count=3910 3469 2907 2382 1812
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=6
num_cat=0
split_feature=51 160 43 49 4
split_gain=1.06109e-05 2.64873e-05 2.61893e-05 2.68368e-05 2.74402e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.15109999999999998 -0.029304999999999998 -0.0021099999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00027461422735160007 -0.00017615714409540325 0.00024093790302108872 0.00013528099365891943 5.7780830264410152e-06 -0.00036100420907161077
leaf_weight=0.0013327819138846857 0.0011631090758328121 0.0010813103602231372 0.0013264231057356908 0.0014194426055080733 0.0017523186856467595
leaf_count=888 487 238 287 1363 647
internal_value=0 2.62687e-05 -3.30539e-05 -9.89183e-05 -0.00019686
internal_weight=0 0.00691228 0.00557949 0.00449818 0.00317176
internal_count=3910 3423 2535 2297 2010
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=6
num_cat=0
split_feature=151 3 13 3 3
split_gain=1.00757e-05 2.36922e-05 3.66438e-05 4.89539e-05 3.45103e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 -0.075679999999999983 0.076695000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00018644239684664947 0.00028385998284944313 0.00021445448113625599 -0.00050149208984097372 0.00024585241477606285 -0.00017031403346426759
leaf_weight=0.0010045157810829996 0.001128582186177114 0.0017277100077131759 0.0010081570041041753 0.0012651890212936772 0.0019419312193856646
leaf_count=406 325 947 1248 696 288
internal_value=0 2.34182e-05 -2.60401e-05 -0.000124611 -6.13895e-06
internal_weight=0 0.00707157 0.00594299 0.00421528 0.00320712
internal_count=3910 3504 3179 2232 984
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=6
num_cat=0
split_feature=151 4 0 13 0
split_gain=1.51406e-05 2.29093e-05 3.8743e-05 1.74963e-05 2.69532e-05
threshold=-0.084764999999999993 0.24280000000000004 -0.14136999999999997 -0.083354999999999985 -0.017269999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00022706424741522 -0.00035495921388254911 0.00021628590707647557 0.00023399993971328715 -0.00019677289348296151 0.00020291934652436839
leaf_weight=0.001009270676427824 0.0011489744011936769 0.0018632599132514336 0.0013624243791794375 0.0016367237961634835 0.0010745103179886359
leaf_count=406 237 493 766 1729 279
internal_value=0 2.9628e-05 -3.69652e-05 5.27249e-05 -3.83677e-05
internal_weight=0 0.00708589 0.00522263 0.00407366 0.00271123
internal_count=3910 3504 3011 2774 2008
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=7
num_cat=0
split_feature=160 12 2 13 16 43
split_gain=7.70487e-06 1.91925e-05 3.32857e-05 4.83302e-05 4.49545e-05 2.42929e-05
threshold=0.087825000000000014 -0.036459999999999992 0.087005000000000013 -0.091849999999999987 -0.069894999999999985 -0.074254999999999988
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=-0.011216198565605177 -0.0081922344922356598 0.023266151173835205 0.0141640144632375 0.0022908264373884229 -0.026823331478711882 0.0032824016676191734
leaf_weight=0.0010486814388180193 0.0010027023365319016 0.001104168703450159 0.0010640072160646896 0.0010842596015410901 0.0010381517633591205 0.0013545703843926961
leaf_count=438 427 474 225 600 837 909
internal_value=0 0.00120731 0.00351519 -0.00323003 -0.01195 0.0122567
internal_weight=0 0.00669384 0.00564516 0.00318642 0.00212241 0.00245874
internal_count=3910 3483 3045 1662 1437 1383
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=7
num_cat=0
split_feature=2 52 150 12 15 0
split_gain=1.59116e-05 2.39268e-05 1.95106e-05 2.08684e-05 2.39039e-05 1.8297e-05
threshold=0.10946500000000002 0.084890000000000007 0.084555000000000019 0.093125000000000013 -0.017214999999999998 -0.13506999999999997
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=-0.00023977788589436006 -9.262305304939418e-06 -0.00029105421843543463 -0.00021576272229350597 0.00031172194040918937 0.00016142990192995543 0.00033155835603559719
leaf_weight=0.001044097933643803 0.0014939721944049159 0.0013099564988668889 0.0011053862707136727 0.0010630584651049424 0.0012598656208232149 0.0010184467960296585
leaf_count=597 208 1032 295 456 763 559
internal_value=0 -5.79975e-05 1.02642e-05 8.44684e-05 -2.03873e-05 0.000128894
internal_weight=0 0.00578236 0.00447241 0.00336702 0.00230396 0.00251242
internal_count=3910 3143 2111 1816 1360 767
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=6
num_cat=0
split_feature=2 150 4 47 52
split_gain=1.43924e-05 2.44829e-05 3.36934e-05 4.13245e-05 4.1012e-05
threshold=0.11462500000000002 0.087235000000000021 -0.034289999999999994 0.09252500000000001 0.071660000000000015
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00043875634805925541 0.00016499876314295616 -0.00029852586828458053 0.0003177739847924913 -0.00016862506751875073 7.8530047116704007e-05
leaf_weight=0.0010933956154586956 0.0016221248703171204 0.001168681829024772 0.0019804709479472869 0.0010161068418840925 0.0012780248034815879
leaf_count=861 599 293 1094 254 809
internal_value=0 -4.13439e-05 1.46479e-05 0.000152841 -0.000159976
internal_weight=0 0.00653668 0.005368 0.00299658 0.00237142
internal_count=3910 3311 3018 1348 1670
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=5
num_cat=0
split_feature=2 3 13 2
split_gain=8.20199e-06 1.95623e-05 1.92475e-05 3.20717e-05
threshold=0.099015000000000006 0.090325000000000003 0.076210000000000014 0.084235000000000018
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0025434288043446759 0.012465385881038141 -0.0030890329131362197 0.0084980650776600684 -0.017219297702911796
leaf_weight=0.0017607049017718365 0.0014466643564584329 0.001833103359565717 0.0011200569224582889 0.0015388541541300461
leaf_count=1084 823 323 230 1450
internal_value=0 0.00377183 -0.00282863 -0.00667355
internal_weight=0 0.00327977 0.00441962 0.00329956
internal_count=3910 1146 2764 2534
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=6
num_cat=0
split_feature=2 150 0 4 3
split_gain=8.18449e-06 3.1523e-05 4.0236e-05 2.36805e-05 2.19521e-05
threshold=0.086650000000000019 0.083680000000000018 -0.11756999999999999 -0.23071499999999998 -0.077894999999999978
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.014026964729246692 -0.015117276345485606 0.017060950365701391 -0.0027603937572688256 0.017802309201766474 0.0036195014062215137
leaf_weight=0.0012742982361345586 0.0014308944441516346 0.0011360092145600974 0.0012726154335325865 0.0010002417844732197 0.0015778117784740636
leaf_count=1091 322 348 255 1362 532
internal_value=0 0.00248852 -0.00198111 0.00628887 -0.00426479
internal_weight=0 0.00483976 0.00370375 0.00227286 0.00285211
internal_count=3910 2287 1939 1617 1623
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=6
num_cat=0
split_feature=15 16 52 4 0
split_gain=1.2511e-05 1.52079e-05 2.73997e-05 4.48566e-05 3.10779e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00020140977129401905 -0.00022256279171369605 -0.00039935109743473497 0.00021920218233597389 0.00026302301936655169 -0.00014966389051969777
leaf_weight=0.001022558976437442 0.0012954123592115599 0.001169559331024834 0.0017245507220523737 0.0014102144637109354 0.0013961314903160817
leaf_count=317 337 833 1170 244 1009
internal_value=0 -3.0787e-05 1.27935e-05 -7.67363e-05 5.7715e-05
internal_weight=0 0.00699587 0.00570046 0.00397591 0.00280635
internal_count=3910 3593 3256 2086 1253
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=5
num_cat=0
split_feature=15 16 52 12
split_gain=8.19381e-06 2.52256e-05 4.7289e-05 2.14011e-05
threshold=-0.16430499999999995 -0.19424999999999998 1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00713035558458188 -0.012368433660371325 0.00083965677046657751 0.015369123489587112 -0.016729735579947846
leaf_weight=0.0013277519580395533 0.0016000972856321386 0.0019616539397937778 0.0017243832164326274 0.0010722706349218162
leaf_count=445 349 493 1207 1416
internal_value=0 -0.00150669 0.00214584 -0.00536984
internal_weight=0 0.00635841 0.00475831 0.00303392
internal_count=3910 3465 3116 1909
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=6
num_cat=0
split_feature=2 150 16 1 3
split_gain=1.39997e-05 4.04034e-05 3.19027e-05 5.30733e-05 2.23594e-05
threshold=0.086650000000000019 0.083680000000000018 -0.0083999999999999995 0.10561500000000001 -0.077894999999999978
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.00029060250208287473 -0.00051977929768098961 0.00037193023160711513 0.00015138609234205055 0.00010417266435599165 4.713111475109855e-05
leaf_weight=0.0013703222056550735 0.0010228820265135127 0.0012373439965536366 0.0018855502456539895 0.0010749009889519116 0.0016747250364543835
leaf_count=1091 914 348 801 224 532
internal_value=0 6.24352e-05 -3.37033e-05 -0.000200067 -0.000104855
internal_weight=0 0.00522068 0.00398333 0.00209778 0.00304505
internal_count=3910 2287 1939 1138 1623
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=7
num_cat=0
split_feature=51 160 52 49 12 4
split_gain=8.0021e-06 2.46598e-05 2.2932e-05 3.11081e-05 3.66186e-05 3.36969e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 -0.029304999999999998 0.092365000000000017 -0.0010999999999999996
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=0.01444276856715206 -0.0078788149298206055 -0.015048404151993178 0.015585000881948211 0.016829486713357576 -0.018539785434726685 -0.008248288288215274
leaf_weight=0.0011746994759978448 0.0011069731242489183 0.0010200162908806619 0.0011670017435171055 0.0010537903303735265 0.0010745669203440847 0.0010900722830463005
leaf_count=830 487 654 237 796 533 373
internal_value=0 0.00131081 -0.001543 0.00159825 -0.00347335 0.0040784
internal_weight=0 0.00658015 0.00540545 0.00438543 0.00321843 0.00214386
internal_count=3910 3423 2593 1939 1702 1169
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=7
num_cat=0
split_feature=1 3 3 15 43 3
split_gain=7.88797e-06 2.84405e-05 2.18386e-05 2.61839e-05 1.56589e-05 3.34818e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 -0.074174999999999977 -0.077544999999999989 0.090325000000000003
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=0.010932599879823077 -0.0078500587812807918 0.0024780007661664156 0.019766480225709079 -0.0018776233627349438 -0.024948602021781459 -0.00011088376378616191
leaf_weight=0.0011145320976571052 0.0011076051772207465 0.0010406548342498005 0.0011577979982116476 0.0010805775965038666 0.0010778217305910224 0.0010932140935385676
leaf_count=292 249 1018 387 223 1561 180
internal_value=0 -0.00283108 0.00363478 0.00931777 -0.0076074 -0.0124417
internal_weight=0 0.00432622 0.00334598 0.00223838 0.00321169 0.00217104
internal_count=3910 3051 859 610 2759 1741
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=6
num_cat=0
split_feature=15 1 15 1 16
split_gain=1.5363e-05 3.26257e-05 3.81016e-05 4.59797e-05 5.89286e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00018862616470445603 -0.00022010082900112318 0.00024844009843190027 0.00042805869774902689 0.00014494159792147654 -0.0004797856394738918
leaf_weight=0.0018952563165575342 0.001058219454120329 0.0019327001470724444 0.0011440925058962687 0.0011857434190016875 0.001137282925912511
leaf_count=1064 1436 479 376 290 265
internal_value=0 3.27091e-05 0.000110395 2.4995e-05 -0.000160906
internal_weight=0 0.00729508 0.00539982 0.00425573 0.00232303
internal_count=3910 2474 1410 1034 555
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=6
num_cat=0
split_feature=51 15 16 0 2
split_gain=1.20752e-05 2.86234e-05 4.27329e-05 2.8761e-05 4.05933e-05
threshold=0.08955500000000001 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00030137486071398211 -0.00018577427341174367 -0.00039401969904602382 0.00028284440896300114 -0.00023150678225490224 0.00020728575399248382
leaf_weight=0.0012158520791724038 0.0011895337253628206 0.0010190578222143499 0.0014141365415446185 0.0019670240024539367 0.0013787307033749619
leaf_count=419 487 295 243 1929 537
internal_value=0 2.79194e-05 -2.96138e-05 4.84029e-05 -5.06876e-05
internal_weight=0 0.0069948 0.00577895 0.00475989 0.00334575
internal_count=3910 3423 3004 2709 2466
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=5
num_cat=0
split_feature=160 4 1 43
split_gain=7.27562e-06 1.57437e-05 2.56397e-05 1.90525e-05
threshold=-1.0000000180025095e-35 0.24280000000000004 0.090820000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0058104890479364832 -0.0048272120264166666 0.0098805110081163564 -0.010134110407213456 0.013164524334962822
leaf_weight=0.0016882983540178328 0.00104035214337252 0.0016663318303044754 0.0019308833746146518 0.0013554036331938205
leaf_count=1218 1096 396 681 519
internal_value=0 0.00162151 -0.0015593 0.00535165
internal_weight=0 0.00599297 0.00432664 0.00239576
internal_count=3910 2692 2296 1615
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=6
num_cat=0
split_feature=52 1 0 16 1
split_gain=7.50229e-06 2.25618e-05 1.56432e-05 3.81623e-05 2.89203e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.17106499999999999 -0.055679999999999993 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0038536552566502099 0.0087331833840566444 0.014971045741860398 -0.010159883037047422 -0.016937601573299679 0.011994268630929174
leaf_weight=0.0014568803434619731 0.0010347752283069956 0.0011308836897908061 0.0010015171715249181 0.0016193743744362383 0.001431405741308783
leaf_count=742 184 448 1345 787 404
internal_value=0 0.00437296 -0.00224059 -0.00504281 0.00287447
internal_weight=0 0.00258776 0.00508707 0.0040523 0.00243292
internal_count=3910 1190 2720 2536 1749
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=7
num_cat=0
split_feature=42 43 3 0 2 4
split_gain=1.22496e-05 2.93234e-05 3.17146e-05 1.86604e-05 2.93735e-05 3.72749e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.079214999999999994 0.0059850000000000016 0.11230000000000001 0.0057500000000000008
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=-0.00018896610883115488 -5.8666327092240616e-07 -0.00012009483406591507 0.00047505527913839209 -0.00026582523143151861 -0.00020666197164809241 0.00037439347864793237
leaf_weight=0.0011538262690953338 0.0011663155864190481 0.0010793518234847583 0.0010019873166506373 0.0012096917293861831 0.0014429673211879749 0.0012824791217955793
leaf_count=1060 728 748 605 229 312 228
internal_value=0 2.86893e-05 0.000219211 -5.36936e-05 1.37513e-05 0.000148413
internal_weight=0 0.00718279 0.0021683 0.00501449 0.0038048 0.00236183
internal_count=3910 2850 1333 1517 1288 976
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=6
num_cat=0
split_feature=3 2 1 3 2
split_gain=2.30507e-05 2.80239e-05 3.7551e-05 4.16497e-05 3.28733e-05
threshold=-0.15464999999999998 0.097940000000000013 0.095575000000000007 -0.023079999999999996 0.11339500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0002738382135008929 -2.1542326606239464e-05 0.00030508094173271774 5.5833315412755856e-05 -0.00055375738774069631 -9.0604819333391838e-05
leaf_weight=0.0010064324957504232 0.0010171109568327752 0.001516452876882012 0.0018941344150327916 0.0012727188577171889 0.0017260475092647056
leaf_count=259 1902 434 474 248 593
internal_value=0 -4.23728e-05 -0.000148408 -0.000317355 9.44495e-05
internal_weight=0 0.00742646 0.00418396 0.00228983 0.0032425
internal_count=3910 3651 2624 2150 1027
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=7
num_cat=0
split_feature=0 1 12 47 4 15
split_gain=9.14196e-06 2.04427e-05 2.69911e-05 4.78438e-05 5.79567e-05 7.07484e-05
threshold=0.076335000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 -0.10192499999999999
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=-0.00026883026691267123 0.00014489173794609992 0.00030265970451618063 -0.00026503518327862616 -0.00040106723127172813 -0.00010727028258232909 0.00060497214473862122
leaf_weight=0.0011536950396204308 0.0013620020631096722 0.0010408507052524106 0.001267881593924412 0.0011105556765153997 0.0010297268882751673 0.00111873093514164
leaf_count=1908 225 416 806 262 137 156
internal_value=0 -3.12765e-05 1.79471e-05 -4.75157e-05 6.74139e-05 0.000263604
internal_weight=0 0.00672144 0.00556775 0.0045269 0.00341634 0.00214846
internal_count=3910 3685 1777 1361 1099 293
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=7
num_cat=0
split_feature=51 160 43 42 1 16
split_gain=6.81575e-06 2.18393e-05 2.03273e-05 2.08389e-05 3.87741e-05 2.9679e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.15109999999999998 0.085330000000000003 0.10713500000000002 -0.083564999999999987
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=0.013545296267448763 -0.0072826578138237763 0.011150239439553525 0.01831535279511692 -0.017053726149168429 -0.017170465561947013 -0.004121814061641145
leaf_weight=0.0011774368007378662 0.0011054740109581818 0.0010312103225159353 0.0011001192734044567 0.0010101593036233088 0.0010022035908493197 0.0012702556869717196
leaf_count=830 487 238 443 908 257 747
internal_value=0 0.00120233 -0.00148205 -0.00445429 -0.000680484 0.00629154
internal_weight=0 0.00659138 0.00541395 0.00438274 0.00337258 0.00237037
internal_count=3910 3423 2593 2355 1447 1190
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=6
num_cat=0
split_feature=15 1 49 3 12
split_gain=1.54834e-05 2.90019e-05 3.99184e-05 5.38158e-05 4.51609e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.006494999999999999 0.094625000000000015 0.083325000000000024
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00017958355500060776 -0.00022353152189501392 -0.00013961956503078814 0.00068134172475018914 -9.3347976047369785e-05 0.00013084208585903548
leaf_weight=0.0018696795679658826 0.0010556921631235949 0.001743709289501346 0.0011345406050794443 0.0013226841315229047 0.0011574413738432844
leaf_count=1064 1436 403 338 258 411
internal_value=0 3.06808e-05 0.000104048 0.000221592 0.000403342
internal_weight=0 0.00722805 0.00535838 0.00361467 0.00229198
internal_count=3910 2474 1410 1007 749
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=7
num_cat=0
split_feature=151 51 4 2 13 3
split_gain=1.07175e-05 2.55334e-05 4.77851e-05 3.14235e-05 7.12569e-05 4.42521e-05
threshold=-0.084764999999999993 0.083165000000000017 0.28937500000000005 0.10393500000000001 -0.083514999999999992 -0.069909999999999986
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=-0.00019268893772585017 0.0005222749439167066 -0.00021851566388918214 0.0004508343156345942 -0.00027146286580360875 -0.00037411824982811598 0.00015763142754351018
leaf_weight=0.0010055549164124135 0.0010327629190036445 0.0013573433988217512 0.0010867750005788199 0.0012519272729637028 0.0011386867084458162 0.0012759031783284064
leaf_count=406 612 527 353 475 1203 334
internal_value=0 2.35193e-05 8.0298e-05 -5.39372e-06 9.12309e-05 -9.31343e-05
internal_weight=0 0.0071434 0.00578606 0.00469928 0.00344735 0.00241459
internal_count=3910 3504 2977 2624 2149 1537
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=7
num_cat=0
split_feature=3 1 0 12 52 1
split_gain=2.13324e-05 3.02336e-05 9.03017e-05 4.71599e-05 6.91e-05 9.00041e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.084074999999999997 -1.0000000180025095e-35 -0.074484999999999982 0.11714000000000001
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=0.00026655219234934747 -0.00066934478876834837 0.00041571485654264462 6.8395753921404064e-05 -0.00048915633663602649 0.00038161052958275628 -0.00034737628447649752
leaf_weight=0.0010020123427304699 0.00100767817039882 0.0010833170609243644 0.0017382860823583356 0.0010043026581199759 0.0017520564171205539 0.0010362893991079755
leaf_count=259 1167 433 1066 241 572 172
internal_value=0 -3.77702e-05 -0.000202331 5.49042e-05 -4.81564e-05 0.000110682
internal_weight=0 0.00762193 0.00274596 0.00487597 0.00379265 0.00278835
internal_count=3910 3651 2233 1418 985 744
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=7
num_cat=0
split_feature=3 2 3 151 2 4
split_gain=2.659e-05 2.65626e-05 4.75911e-05 3.98024e-05 4.40144e-05 6.57754e-05
threshold=-0.15464999999999998 0.086875000000000022 -0.077894999999999978 -0.0088999999999999982 0.11339500000000001 -0.10647999999999999
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=0.00030002914163561794 -0.00051809794550169844 -0.00024957777242904923 9.5475122562101388e-06 -4.566707311700483e-05 -0.0001428200741092602 0.00062729344305457275
leaf_weight=0.0010039209952177755 0.0010619464856093568 0.0012530294620131718 0.0017243510476254104 0.001026321041711141 0.0012133200693805095 0.0012247635033944537
leaf_count=259 1040 440 537 138 470 1026
internal_value=0 -3.97571e-05 -0.000191555 4.99005e-05 0.000158218 0.000320475
internal_weight=0 0.00750373 0.0027863 0.00471743 0.0034644 0.00225108
internal_count=3910 3651 1577 2074 1634 1164
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=6
num_cat=0
split_feature=160 2 1 4 3
split_gain=7.1376e-06 1.41362e-05 2.06763e-05 3.02852e-05 2.87351e-05
threshold=-1.0000000180025095e-35 0.11125500000000001 0.10884000000000001 0.0057500000000000008 -0.075404999999999986
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0057441549654677244 0.0073529409664304631 0.0095829606021248827 -0.012328624850450626 0.017174642788145945 -0.015705636358226981
leaf_weight=0.0016996187331249652 0.0011213869030675299 0.0016196574033970467 0.0012336661044483211 0.0010151188895148799 0.0010431951036817926
leaf_count=1218 1320 514 232 304 322
internal_value=0 0.00159248 -0.00133994 0.00292347 -0.00375987
internal_weight=0 0.00603302 0.00441337 0.0031797 0.00216458
internal_count=3910 2692 2178 1946 1642
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=7
num_cat=0
split_feature=0 1 47 52 42 0
split_gain=1.26237e-05 4.92571e-05 3.1259e-05 4.41998e-05 2.22979e-05 4.57911e-05
threshold=-0.075584999999999986 0.088010000000000019 0.086785000000000015 -0.0041199999999999995 0.084305000000000005 0.10302000000000001
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=-0.00038938266479461613 -0.00023337299018294657 -0.00010394733766895223 -0.00019734086680114351 0.00045606473270647704 0.00032096257868535522 0.00029652103609223744
leaf_weight=0.0012992178645389553 0.0014983097877724237 0.0010012378600575587 0.0011769480761998317 0.0011809981704253567 0.0011084000954769239 0.0010781738903209027
leaf_count=1799 499 236 209 447 554 166
internal_value=0 -6.51763e-05 6.02157e-05 0.000199124 8.84129e-05 -1.16297e-05
internal_weight=0 0.0046584 0.00335918 0.00218224 0.00368488 0.00257648
internal_count=3910 2691 892 683 1219 665
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=6
num_cat=0
split_feature=15 1 15 1 16
split_gain=9.51062e-06 1.98255e-05 4.21637e-05 5.41782e-05 3.90048e-05
threshold=0.079360000000000014 1.0000000180025095e-35 -0.017214999999999998 0.11097000000000001 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00015630243883348594 -0.00018266653937653132 0.0002350315060330817 0.0004203337483927241 3.8064109032339587e-05 -0.00047744813211240023
leaf_weight=0.0018298123861859939 0.0010243241566111443 0.0018873042463515271 0.0011086827957361156 0.0011490237886204527 0.0011088372354320997
leaf_count=1064 1436 479 376 290 265
internal_value=0 1.94692e-05 8.0687e-05 -1.01563e-05 -0.000215104
internal_weight=0 0.00708366 0.00525385 0.00414517 0.00225786
internal_count=3910 2474 1410 1034 555
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=5
num_cat=0
split_feature=16 4 1 2
split_gain=7.93074e-06 3.2123e-05 2.63492e-05 2.48076e-05
threshold=-0.008069999999999999 0.0051950000000000008 0.11215000000000001 0.096540000000000015
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.013884357417357059 -0.0048043251302072043 0.012141650142340459 -0.0068091293380645353 0.012982523856445478
leaf_weight=0.0016413887576974657 0.0016105136008249424 0.0016196118961879784 0.0013413122682920725 0.0015281571341400359
leaf_count=1736 769 504 331 570
internal_value=0 -0.00266345 0.00355686 0.00385574
internal_weight=0 0.00460231 0.00296092 0.00313867
internal_count=3910 2571 835 1339
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=6
num_cat=0
split_feature=1 16 4 16 52
split_gain=8.75e-06 2.23103e-05 2.6585e-05 1.9517e-05 1.79336e-05
threshold=0.11561500000000001 -0.0099649999999999982 -0.0040999999999999986 -0.19424999999999998 -0.07125999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.020356078406346283 0.0057591262354189394 -0.0038110218013780403 -0.0096569833059961339 0.0089315201872090487 0.013382088098289398
leaf_weight=0.0010614428500005284 0.0019578257972662589 0.0011446955313162946 0.0012406351657706825 0.0010369386565983179 0.001290781103081267
leaf_count=1418 551 732 327 397 485
internal_value=0 -0.00197685 -0.00728543 -0.00119397 0.00530117
internal_weight=0 0.00577449 0.00333902 0.00227757 0.00243548
internal_count=3910 3359 2142 724 1217
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=5
num_cat=0
split_feature=1 0 3 2
split_gain=7.09309e-06 1.95679e-05 3.84697e-05 3.31313e-05
threshold=0.11561500000000001 -0.089879999999999974 0.086245000000000016 0.10113500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.021006516130458095 0.0051849395246640565 0.011832770838101353 0.0023689184311536764 -0.010667579204511189
leaf_weight=0.0012294040173040622 0.0019572089750754884 0.0018873407506389201 0.0016475421622833154 0.0010017894119569444
leaf_count=796 551 1872 210 481
internal_value=0 -0.00178229 -0.00762009 0.0040309
internal_weight=0 0.00576608 0.00287695 0.00288913
internal_count=3910 3359 1006 2353
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=6
num_cat=0
split_feature=40 4 15 1 15
split_gain=9.56435e-06 2.49294e-05 3.76589e-05 4.83827e-05 2.99892e-05
threshold=-0.074429999999999982 -0.23071499999999998 -0.017214999999999998 0.11097000000000001 0.035895000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.00017566099817499506 -0.00030130139325579774 0.0001288624683820879 0.00047978530291687029 -0.00030519930299193116 8.2802765110834109e-06
leaf_weight=0.0010219211850561061 0.0010816496127179637 0.0019543385430725647 0.0010019166174673822 0.0019952650491417774 0.00107515975865137
leaf_count=308 276 1137 379 416 1394
internal_value=0 -2.72086e-05 2.19847e-05 -9.04173e-05 0.00023572
internal_weight=0 0.00710833 0.00602668 0.0039496 0.00207708
internal_count=3910 3602 3326 1553 1773
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=6
num_cat=0
split_feature=51 160 4 1 16
split_gain=7.30017e-06 1.95145e-05 1.60742e-05 3.49071e-05 2.55287e-05
threshold=0.08955500000000001 -0.026849999999999995 0.24280000000000004 0.095825000000000007 -0.053084999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012366305043896368 -0.0075308744008871116 0.01227185348253444 0.0068611243525836686 -0.020411165899803182 -0.0075225827047323522
leaf_weight=0.0012732038999356864 0.0011075394410740144 0.0011520191678838214 0.0016315331900634464 0.0010574848241464876 0.0014997494860816173
leaf_count=888 487 1069 385 380 701
internal_value=0 0.00124129 -0.00141083 -0.00504928 0.0010768
internal_weight=0 0.00661399 0.00534079 0.00370925 0.00265177
internal_count=3910 3423 2535 2150 1770
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=5
num_cat=0
split_feature=52 160 13 3
split_gain=7.99915e-06 1.64173e-05 2.45398e-05 3.24043e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.005593979201122614 -0.012459639208566509 0.01089604406599463 -0.016161306946463252 0.0046341978874629413
leaf_weight=0.0019118448127396423 0.0011679992233712575 0.0015855703184632299 0.0013298913593939672 0.0017164084951511473
leaf_count=971 1029 542 1086 282
internal_value=0 -0.0018647 0.000806983 -0.00444428
internal_weight=0 0.00579987 0.00463187 0.0030463
internal_count=3910 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=6
num_cat=0
split_feature=43 3 52 16 2
split_gain=1.167e-05 2.279e-05 1.92796e-05 4.31523e-05 2.00038e-05
threshold=-0.047174999999999988 -0.075954999999999981 -0.074484999999999982 -0.008734999999999998 0.090420000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.6998829881842735e-05 -0.00027626018539057216 0.00029273165903379077 -0.0003224197070368227 0.00035287706142407831 1.2770779359531861e-05
leaf_weight=0.0016483540921006354 0.0012139660924395347 0.0012670088418030355 0.0011100589053456799 0.0010222738742311018 0.0017856655338625014
leaf_count=1261 427 575 851 227 569
internal_value=0 9.49931e-05 -6.03539e-05 6.54326e-06 -0.000115723
internal_weight=0 0.00291536 0.00513196 0.003918 0.00289572
internal_count=3910 1836 2074 1647 1420
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=6
num_cat=0
split_feature=43 52 16 43 2
split_gain=8.6059e-06 2.11729e-05 3.89343e-05 2.11103e-05 1.87904e-05
threshold=-0.047174999999999988 -0.074484999999999982 -0.0090499999999999973 -0.091114999999999988 0.090420000000000014
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0030226189763997617 -0.014328409695766688 -0.015476091403263973 0.01797150864923729 0.014580799966813416 0.0015047635009995388
leaf_weight=0.0016120588032087493 0.0011624931637398651 0.0010597603131160317 0.001003990339067202 0.0011798256826010508 0.0016921862259254845
leaf_count=655 427 850 230 1181 567
internal_value=0 -0.00253497 0.0011152 0.00441643 -0.00503448
internal_weight=0 0.00491843 0.00375594 0.00279188 0.00275195
internal_count=3910 2074 1647 1836 1417
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=6
num_cat=0
split_feature=1 4 3 4 0
split_gain=7.53989e-06 2.53275e-05 1.98311e-05 2.11885e-05 3.74584e-05
threshold=0.076710000000000014 -0.16401499999999997 0.11265500000000002 0.0051950000000000008 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0059213772724535929 -0.0033063408848710827 -0.015334722221516493 -0.0081357036632556858 0.025112351844319453 0.00012026311716003869
leaf_weight=0.0011014119002151794 0.0016108007844024708 0.0011415626589226843 0.0014279885967886348 0.0011008803074594768 0.0013173527293542521
leaf_count=92 1054 1916 301 183 364
internal_value=0 -0.00489692 0.0019902 0.00557907 0.0114977
internal_weight=0 0.00224297 0.00545702 0.00402903 0.00241823
internal_count=3910 2008 1902 1601 547
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=6
num_cat=0
split_feature=52 51 48 1 2
split_gain=8.24455e-06 1.35537e-05 2.8727e-05 3.41132e-05 6.95319e-05
threshold=-0.081429999999999989 0.083165000000000017 0.078735000000000013 0.11198000000000001 0.10113500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0056860645995584639 0.01194085285497661 -0.011919978272213196 -0.014384460268089741 0.019326816486352649 -0.021535917356023719
leaf_weight=0.0019080971847772717 0.0015190891206549161 0.0010934871229436481 0.0010217483034817986 0.0010982076205739125 0.0010487893357070529
leaf_count=971 1556 439 312 332 300
internal_value=0 -0.00189476 0.000443731 0.00457639 -0.00173194
internal_weight=0 0.00578132 0.00468783 0.00366609 0.00256788
internal_count=3910 2939 2500 2188 1856
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=6
num_cat=0
split_feature=15 16 52 4 0
split_gain=1.07466e-05 1.9599e-05 2.50056e-05 4.02491e-05 3.12899e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.06136500000000001 -0.049279999999999997 -0.10575999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00018659622902056006 -0.00024420165717354604 -0.0003688271794805267 0.00021716829860088491 0.0002685233964392612 -0.00014392047973800452
leaf_weight=0.0010218965606332018 0.0013178180946669359 0.0011781463174798243 0.0017403570845752094 0.0014157932936615567 0.0014129528607732486
leaf_count=317 337 833 1170 244 1009
internal_value=0 -2.85312e-05 2.09211e-05 -6.43171e-05 6.25085e-05
internal_weight=0 0.00706507 0.00574725 0.00400689 0.00282875
internal_count=3910 3593 3256 2086 1253
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=7
num_cat=0
split_feature=3 1 12 47 0 15
split_gain=1.45039e-05 1.93809e-05 4.51134e-05 5.33878e-05 3.5788e-05 3.17891e-05
threshold=-0.15327499999999997 0.088010000000000019 -1.0000000180025095e-35 0.09252500000000001 -0.074249999999999997 -0.097794999999999979
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=0.00021635021205722356 -0.00043000593990657468 0.00040550512604785072 0.0003514858629653331 -0.0004224106371683011 3.363766984633445e-05 -9.5658858907619274e-05
leaf_weight=0.0010372521345662997 0.0011269388249531139 0.0010341284861234696 0.0010816477631300973 0.0010853076657832044 0.0014815536118543075 0.0014057015169397626
leaf_count=276 1763 433 114 227 460 637
internal_value=0 -3.16189e-05 4.48501e-05 -5.95438e-05 -0.000166669 9.87863e-05
internal_weight=0 0.00721528 0.00460679 0.00357266 0.00260849 0.00248735
internal_count=3910 3634 1411 978 2223 751
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=5
num_cat=0
split_feature=13 43 3 2
split_gain=1.59182e-05 1.9851e-05 3.06584e-05 1.98102e-05
threshold=0.11202500000000001 -0.057994999999999998 0.086245000000000016 0.11339500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.00011975943216901607 0.00017607922787449964 -0.0003133358691592715 0.00013549258837047053 -0.00018964575693950424
leaf_weight=0.0019475317135286413 0.0014919892244039728 0.0018485609678127622 0.0018278871490722748 0.0011891800800344571
leaf_count=1532 288 1600 265 225
internal_value=0 -4.7532e-05 -0.000114493 7.33898e-06
internal_weight=0 0.00681316 0.00486563 0.00301707
internal_count=3910 3622 2090 490
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=6
num_cat=0
split_feature=52 1 3 3 16
split_gain=7.41336e-06 2.04953e-05 1.21447e-05 3.39847e-05 2.74414e-05
threshold=-0.048794999999999991 0.099595000000000017 0.090325000000000003 -0.032959999999999996 -0.17157499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0035114337064735424 0.0041249110669998937 0.014403230247302846 -0.0091478272401823383 0.016587568007855859 -0.017428094031930057
leaf_weight=0.0014584260117370732 0.0013556713415912238 0.0011360699252483575 0.0016958252334569332 0.0010109565870859627 0.0010469317897027308
leaf_count=742 282 448 284 270 1884
internal_value=0 0.00433298 -0.00223076 0.00120558 -0.00526679
internal_weight=0 0.0025945 0.00510938 0.00341356 0.0024026
internal_count=3910 1190 2720 2436 2166
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=6
num_cat=0
split_feature=0 47 2 49 4
split_gain=7.02484e-06 2.42423e-05 1.9796e-05 3.74886e-05 5.43958e-06
threshold=-0.017269999999999997 0.09252500000000001 0.11230000000000001 -0.053904999999999988 -0.34687499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0090199606221093194 2.3084031616014316e-05 -0.013409040614424864 -0.008937861245988275 0.014342583366246362 0.010240274647068196
leaf_weight=0.0010540484968346573 0.00108412659096962 0.0013729165567537708 0.0012082695386381958 0.0019715671629872847 0.0010033123320249814
leaf_count=303 249 387 488 2286 197
internal_value=0 -0.00186184 0.00188256 0.00620366 0.0049339
internal_weight=0 0.0056068 0.00423389 0.00302562 0.00208744
internal_count=3910 3464 3077 2589 446
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=7
num_cat=0
split_feature=3 1 12 52 16 0
split_gain=2.7219e-05 3.66294e-05 6.08552e-05 5.36453e-05 7.24387e-05 2.5551e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.07125999999999999 -0.30307999999999996 -0.074249999999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=0.00029685050869701835 -0.00044050823983417888 0.00046900604795632679 -0.00044134485743222855 -0.00027174305152969736 0.00036813710894986876 -5.790440768053452e-05
leaf_weight=0.0010195682854950367 0.0011994726697114031 0.0010763198973643066 0.0010292255015412434 0.0012257862513892033 0.0015282003431177919 0.0015233348084255625
leaf_count=259 1771 433 255 174 556 462
internal_value=0 -4.43847e-05 5.76281e-05 -5.94085e-05 8.33295e-05 -0.000226452
internal_weight=0 0.00758234 0.00485953 0.00378321 0.00275399 0.00272281
internal_count=3910 3651 1418 985 730 2233
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=6
num_cat=0
split_feature=15 42 13 2 0
split_gain=1.14146e-05 2.37113e-05 4.29538e-05 3.76584e-05 5.97047e-05
threshold=0.079360000000000014 0.078965000000000021 -0.00059999999999999995 0.11230000000000001 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00038490344129371817 -0.00019795665322273605 -0.00016645285211374335 0.00037541786538889343 -0.00033682393981680607 -0.00020000336229348151
leaf_weight=0.0014013190556359917 0.0010241738516200494 0.0018611431810079699 0.0014594183404659121 0.0010300993527327558 0.001320560804146578
leaf_count=535 1436 1167 170 200 402
internal_value=0 2.35266e-05 9.13739e-05 -1.65842e-05 0.000102078
internal_weight=0 0.00707254 0.0052114 0.00381008 0.00277998
internal_count=3910 2474 1307 772 572
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=6
num_cat=0
split_feature=2 150 48 13 3
split_gain=7.81188e-06 2.68025e-05 3.49681e-05 2.94867e-05 3.0049e-05
threshold=0.11462500000000002 0.087235000000000021 0.083775000000000002 -0.083924999999999986 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010436350567875535 0.0063664375990038907 -0.015783319876347717 0.017520749369140581 -0.021424220593369427 -0.00023252232358247083
leaf_weight=0.0011813329364130645 0.0015328709606471985 0.0010970964871241653 0.0010692399446674671 0.0010866332743478709 0.0017414095728723123
leaf_count=706 599 293 465 1291 556
internal_value=0 -0.00160926 0.00145266 -0.00283246 -0.00837512
internal_weight=0 0.00617571 0.00507862 0.00400938 0.00282804
internal_count=3910 3311 3018 2553 1847
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=5
num_cat=0
split_feature=2 13 2 3
split_gain=1.54475e-05 1.96645e-05 3.43535e-05 1.58017e-05
threshold=0.099015000000000006 0.076210000000000014 0.084235000000000018 0.090325000000000003
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=3.4207500733951217e-05 0.00024858258539803594 0.00014507886595153832 -0.00035548110150300955 -1.8168680280641985e-05
leaf_weight=0.0018683023246021167 0.0015279972247757259 0.0011849852818992474 0.0016273144815410901 0.0019349881083155595
leaf_count=1084 823 230 1450 323
internal_value=0 -7.32071e-05 -0.000147204 9.95318e-05
internal_weight=0 0.0046806 0.00349562 0.00346299
internal_count=3910 2764 2534 1146
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=6
num_cat=0
split_feature=43 1 4 49 0
split_gain=7.762e-06 2.78187e-05 3.49992e-05 1.92284e-05 1.57093e-05
threshold=-0.18906999999999999 0.085835000000000009 -0.15333499999999997 -0.047309999999999998 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0077337084176642276 0.002210184904731132 0.01419407965400637 -0.023099227047880921 -0.0071934235951982553 0.0067803700883386402
leaf_weight=0.0011055877930789028 0.0010840493513854521 0.0011770576216531925 0.0011016058227174882 0.0017397387999741401 0.0014965469091252595
leaf_count=261 143 299 1904 296 1007
internal_value=0 -0.00131999 -0.0105462 0.00324917 -0.00073156
internal_weight=0 0.006599 0.00218566 0.00441334 0.00323629
internal_count=3910 3649 2047 1602 1303
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=7
num_cat=0
split_feature=3 51 457 15 2 2
split_gain=2.70047e-05 2.35096e-05 2.80272e-05 2.84595e-05 6.00351e-05 6.73933e-05
threshold=-0.15464999999999998 -0.07742499999999998 0.041935000000000007 -0.15202999999999997 0.10393500000000001 0.091525000000000009
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=0.00030163782349789086 -0.0002718266818284911 0.00023460442678421874 0.00030323327851654162 -0.00019831679726386731 -0.00045188926852025423 0.00044594623806562685
leaf_weight=0.0010137331957512643 0.0013675775981665597 0.001082123395258535 0.0010554628403849544 0.0016137743743103537 0.0013981130665537715 0.0010180313538793954
leaf_count=259 596 357 269 1592 400 437
internal_value=0 -3.92385e-05 1.23354e-05 -4.77251e-05 -0.000123537 5.08961e-05
internal_weight=0 0.00753508 0.00616751 0.00511204 0.00402992 0.00263181
internal_count=3910 3651 3055 2786 2429 2029
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=6
num_cat=0
split_feature=3 13 0 49 15
split_gain=6.84981e-06 2.41998e-05 3.30266e-05 2.53182e-05 1.70326e-05
threshold=-0.13927999999999999 -0.083514999999999992 -0.053834999999999994 -0.010424999999999999 -0.075094999999999981
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.006389467665821962 0.0082729379993789678 -0.013045399010793907 -0.020403922240745817 -0.0024384514838291932 0.014790849533223894
leaf_weight=0.001371875833121536 0.0018357317959040156 0.0010893710532266978 0.0011009423605305817 0.001253840016281917 0.0010578904846197414
leaf_count=373 1107 280 370 541 1239
internal_value=0 -0.001404 -0.00534983 -0.000476789 0.00544599
internal_weight=0 0.00633778 0.00450204 0.0034011 0.00231173
internal_count=3910 3537 2430 2060 1780
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=6
num_cat=0
split_feature=13 43 52 0 13
split_gain=7.86201e-06 1.7988e-05 2.63416e-05 4.28369e-05 1.53553e-05
threshold=0.11202500000000001 -0.057994999999999998 -0.074484999999999982 -0.15137999999999999 -0.051009999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0069417458359168141 0.006825801263539176 -0.018488995366163424 0.013067101829224968 -0.00082344178322902055 -0.018091064409054017
leaf_weight=0.0018012523981332466 0.0013788032284127172 0.0010813835950634629 0.0013763411164705859 0.0010001546815462034 0.0010616067398416527
leaf_count=1532 288 427 232 755 676
internal_value=0 -0.00150841 -0.00487623 -0.000594623 -0.00971459
internal_weight=0 0.00632074 0.00451949 0.0034381 0.00206176
internal_count=3910 3622 2090 1663 1431
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=6
num_cat=0
split_feature=52 2 52 2 4
split_gain=8.08011e-06 1.77019e-05 1.16296e-05 3.23042e-05 6.09141e-05
threshold=-0.048794999999999991 0.089910000000000004 0.11110500000000002 0.10113500000000002 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0040268203196045307 0.020329205554852639 0.012538794820746 0.0062034412332084383 -0.016449287126488778 -0.011903489635539471
leaf_weight=0.0012470165119058659 0.0010459418880246992 0.0013363359503170856 0.0012185127188323822 0.0015070564734089289 0.0013341917766739931
leaf_count=518 1033 672 673 389 625
internal_value=0 0.00454237 -0.00232082 -0.00499291 0.00226106
internal_weight=0 0.00258335 0.0051057 0.00388719 0.00238013
internal_count=3910 1190 2720 2047 1658
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=7
num_cat=0
split_feature=151 4 0 42 0 0
split_gain=1.56699e-05 2.407e-05 3.12185e-05 1.82588e-05 2.07475e-05 4.13235e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15517999999999996 0.086700000000000013 -0.017269999999999997 -0.10131499999999999
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=-0.00023200835621954252 -0.000328607976894981 0.00027700483828871136 0.00028173961310435091 -0.00016133805471145796 0.00029448280120296692 -0.00026356148215386018
leaf_weight=0.0010091898678706952 0.0010565716747473978 0.0012429758129723859 0.001003543659345767 0.001245427165641438 0.0014587158030183868 0.0011426678894337794
leaf_count=406 165 375 240 1173 260 1291
internal_value=0 2.89961e-05 -2.31916e-05 4.33384e-05 0.00011405 -8.58501e-06
internal_weight=0 0.0071499 0.00590693 0.00485035 0.00360493 0.00214621
internal_count=3910 3504 3129 2964 1791 1531
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=6
num_cat=0
split_feature=1 13 3 3 3
split_gain=8.08416e-06 2.01764e-05 3.22585e-05 2.19742e-05 2.91759e-05
threshold=0.13084000000000004 -0.13934999999999997 -0.12008499999999998 -0.069909999999999986 0.045635000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012505683579883509 0.007695711154054841 0.016051299763789991 -0.014315599635948979 0.014432901638728868 -0.0061851954124026312
leaf_weight=0.0013044197355838276 0.0011550579709852715 0.0011667749271119425 0.0011789159301930441 0.0011283539562624409 0.0017519381884222058
leaf_count=226 310 311 2179 580 304
internal_value=0 -0.00138 0.001397 -0.00281522 0.00189194
internal_weight=0 0.0065304 0.00522598 0.00405921 0.00288029
internal_count=3910 3600 3374 3063 884
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=6
num_cat=0
split_feature=3 13 3 52 16
split_gain=7.55082e-06 2.01122e-05 1.94371e-05 2.50979e-05 2.07668e-05
threshold=0.13772500000000001 -0.088444999999999982 0.076695000000000013 -0.053514999999999993 -0.077034999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013403955517176306 0.0076260248909282352 0.018226316623766715 -0.0067743358388626974 0.00927102106725523 -0.0093769850511118778
leaf_weight=0.0011357707232139986 0.0011069549079289849 0.0010962836438948497 0.0019471220509342567 0.0011948115536721778 0.0011939089676533496
leaf_count=528 239 854 304 1028 957
internal_value=0 -0.00130197 0.00122836 0.00569958 -4.94589e-05
internal_weight=0 0.0065679 0.00543213 0.003485 0.00238872
internal_count=3910 3671 3143 2839 1985
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=7
num_cat=0
split_feature=15 16 0 52 3 4
split_gain=1.99369e-05 3.05717e-05 3.69596e-05 2.96326e-05 2.67416e-05 2.19862e-05
threshold=-0.24219999999999997 -0.30307999999999996 -0.10575999999999998 0.083750000000000005 -0.069909999999999986 0.0037100000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3
right_child=1 2 3 -5 -6 -7
leaf_value=0.00025114068478525678 -0.00030218235360028622 3.5326807595402845e-05 -0.00043985154249773705 0.00013371061785170539 -2.928240855152583e-05 0.0004408195069968294
leaf_weight=0.0010585777022117625 0.0013586344732445096 0.0010362974395609001 0.0011376648412561744 0.0014518254517433757 0.0013148210988010842 0.0010202119281757039
leaf_count=317 337 265 1415 1054 406 116
internal_value=0 -3.6751e-05 2.37481e-05 -8.83076e-05 -0.000219738 0.000236487
internal_weight=0 0.00731946 0.00596082 0.00390431 0.00245249 0.00205651
internal_count=3910 3593 3256 2875 1821 381
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=7
num_cat=0
split_feature=15 12 13 16 16 4
split_gain=1.0802e-05 2.31525e-05 2.50347e-05 4.73046e-05 3.39109e-05 2.83446e-05
threshold=-0.24219999999999997 -0.036459999999999992 0.043015000000000005 -0.27337499999999998 -0.072804999999999981 -0.06272999999999998
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=0.00018560698759396469 -0.00028949712762580673 -0.00040649507972240364 0.00025281879547865656 0.00035391333109502967 -0.00030339062294845905 0.00011832061864982996
leaf_weight=0.0010212969880285649 0.0011150145509732107 0.0010949349682103076 0.0013538128541684723 0.0010574847330286096 0.0010844904659112425 0.0014087811567399247
leaf_count=317 320 262 475 1017 531 988
internal_value=0 -3.00355e-05 1.81857e-05 -5.01893e-05 5.96835e-05 -6.51098e-05
internal_weight=0 0.00711452 0.0059995 0.00464569 0.00355076 0.00249327
internal_count=3910 3593 3273 2798 2536 1519
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=6
num_cat=0
split_feature=42 160 43 2 12
split_gain=7.74508e-06 2.40821e-05 2.02667e-05 1.82688e-05 1.89548e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.11125500000000001 0.080120000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079821623247705534 -0.0099841670850738598 0.01441294172327205 0.003479951915818263 0.010394292369247052 -0.014229113127844157
leaf_weight=0.0010530324745723994 0.0014819941421747177 0.0014688018197261694 0.0013407931127151426 0.0012419734070580812 0.0011004797441134494
leaf_count=1060 1040 604 230 301 675
internal_value=0 0.00124958 0.00448098 0.000520323 -0.00450296
internal_weight=0 0.00663404 0.00515205 0.00368325 0.00244127
internal_count=3910 2850 1810 1206 905
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=6
num_cat=0
split_feature=4 151 16 2 16
split_gain=6.87488e-06 2.39347e-05 2.42729e-05 2.03486e-05 1.35987e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.15737500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011371990792488807 0.0060275710428339497 -0.014909419590901158 -0.0096345865538985422 0.013812120100913414 -0.0021735969268044989
leaf_weight=0.0011710156938561558 0.0015126883975604471 0.0015490496510421055 0.0013126535337291963 0.0011160303853164559 0.0010171529368704015
leaf_count=562 441 525 1102 864 416
internal_value=0 -0.00149559 -0.0045123 0.000161642 0.00618975
internal_weight=0 0.0061659 0.00499489 0.00344584 0.00213318
internal_count=3910 3469 2907 2382 1280
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=7
num_cat=0
split_feature=151 1 3 12 12 3
split_gain=1.32673e-05 2.43205e-05 5.47334e-05 0.000135619 4.19463e-05 2.58394e-05
threshold=-0.084764999999999993 0.095575000000000007 0.11265500000000002 0.092365000000000017 0.090840000000000018 -0.023079999999999996
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=-0.00021429747786532111 -4.2065668908424471e-05 0.00082624118422552732 -0.00018638283648684444 -0.00012131931530010534 0.00020315276446825504 -0.00045523569485886485
leaf_weight=0.0010101572186377288 0.0011898724504152171 0.0010819748367334519 0.0012834135587258978 0.0012534925909453562 0.0012327243011821471 0.0011390291230762963
leaf_count=406 1318 397 255 352 920 262
internal_value=0 2.57008e-05 0.000138908 0.000317666 -8.93267e-05 -0.000244141
internal_weight=0 0.00718051 0.00361888 0.00233547 0.00356163 0.0023289
internal_count=3910 3504 1004 749 2500 1580
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=7
num_cat=0
split_feature=16 1 16 2 0 15
split_gain=1.40719e-05 2.23025e-05 4.74269e-05 3.14068e-05 2.70053e-05 2.70708e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10113500000000002 -0.073129999999999987 -0.089024999999999979
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=-0.00021311224170160326 0.00013729005342058513 0.0004636514414545566 -5.1790496597158283e-05 -0.00031452911569445995 0.00027643156889395321 -0.00031640890499820128
leaf_weight=0.0010183124999708481 0.0010070702471992646 0.0012068469767812303 0.0015912274321448531 0.0012642659397522236 0.0012463701835641688 0.001015449610184101
leaf_count=179 462 325 424 537 312 1671
internal_value=0 3.28726e-05 0.000170527 -5.20937e-05 4.9405e-05 -9.04993e-05
internal_weight=0 0.00733123 0.00279807 0.00453316 0.00326889 0.00202252
internal_count=3910 3731 749 2982 2445 2133
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=6
num_cat=0
split_feature=1 4 42 49 3
split_gain=1.34384e-05 3.28504e-05 2.01113e-05 3.46507e-05 3.62482e-05
threshold=0.076710000000000014 -0.084009999999999987 0.088115000000000013 -0.0019649999999999997 0.094625000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=6.9532254745665302e-05 -0.00023294013799883366 -0.00039603749244170695 0.00028167513236555011 0.00031444527317364576 -0.00011932163379824939
leaf_weight=0.0013796099514561222 0.0016970243274316383 0.0010087140764360679 0.0011355726594871702 0.0016344778883742217 0.00135448969362689
leaf_count=422 369 1586 626 649 258
internal_value=0 -0.000127102 4.75631e-05 -9.17013e-06 0.000117878
internal_weight=0 0.00238832 0.00582156 0.00468599 0.00298897
internal_count=3910 2008 1902 1276 907
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=6
num_cat=0
split_feature=47 13 16 49 42
split_gain=1.2867e-05 1.6287e-05 2.5448e-05 4.17599e-05 1.84687e-05
threshold=0.10561500000000001 -0.032264999999999995 -0.008069999999999999 -0.029304999999999998 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-1.8926789692453859e-05 0.00017180411596214067 0.0001913878034421845 0.00023344122062363842 -0.00029695488454439594 -0.00036262740177831946
leaf_weight=0.0014369902395036265 0.0013828084689018107 0.0012189160118886465 0.001596806438863313 0.0015038634827002596 0.0010333122191913623
leaf_count=489 280 173 587 886 1495
internal_value=0 -3.57058e-05 3.69171e-05 -7.83368e-05 -0.000162695
internal_weight=0 0.00678989 0.00431959 0.00272278 0.0024703
internal_count=3910 3630 1646 1059 1984
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=7
num_cat=0
split_feature=12 4 48 52 15 16
split_gain=6.97229e-06 1.83827e-05 3.30498e-05 3.25257e-05 3.20473e-05 6.22974e-06
threshold=-0.036459999999999992 -0.034289999999999994 0.087035000000000015 0.071660000000000015 -0.10981499999999998 -0.057604999999999996
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=-0.0071267963978377665 -0.018543015363806155 -0.003825879653954744 -0.0087208859409095268 0.0053589856031770119 0.012416919667770282 0.023514478739478227
leaf_weight=0.0011695381566780077 0.0010834089588918599 0.001008071923891473 0.0012252323653453839 0.0011998110431104263 0.0010058062429592063 0.0010176329172201263
leaf_count=504 901 224 390 851 430 610
internal_value=0 0.00125633 0.0051392 -0.00598273 0.010741 0.0179981
internal_weight=0 0.00653996 0.00425674 0.00228322 0.00303151 0.00202344
internal_count=3910 3406 1654 1752 1264 1040
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=2.67297e-05 3.46662e-05 5.446e-05 3.37734e-05 4.23213e-05 8.55896e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00030151127983649823 -0.00030335095776686915 0.00052254028920434206 -2.8505592118570408e-05 -0.00038455510482607357 0.00058335671450712744 -0.00015120454242180113
leaf_weight=0.0010203912956975722 0.0010774211716959243 0.0012093384878757156 0.0016042719634136143 0.001010952077807035 0.001062374595848045 0.0014317337691555736
leaf_count=179 1060 325 424 443 851 628
internal_value=0 3.70267e-05 0.000208343 -6.81606e-05 2.13975e-05 0.000161685
internal_weight=0 0.00739609 0.00281361 0.00458248 0.00357153 0.00249411
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=5
num_cat=0
split_feature=15 16 52 12
split_gain=7.33817e-06 2.23339e-05 3.47144e-05 2.24904e-05
threshold=-0.15202999999999997 -0.19424999999999998 1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.006731269513450021 -0.011582959661235522 0.0019363042597580411 0.013315435589992285 -0.016088568303314215
leaf_weight=0.0013328486606701828 0.0016165496804080885 0.0019582955474631474 0.0017315547039942593 0.0010707174348998537
leaf_count=459 341 490 1205 1415
internal_value=0 -0.00142737 0.00202118 -0.00443526
internal_weight=0 0.00637712 0.00476057 0.00302901
internal_count=3910 3451 3110 1905
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=6
num_cat=0
split_feature=52 12 1 48 0
split_gain=9.82942e-06 2.46777e-05 3.23625e-05 3.4803e-05 1.92688e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.083775000000000002 -0.076099999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00023451699661852055 -0.00017629064617022611 0.00023634890810436037 -0.00029761914674914246 0.00029687596991136432 0.00010580229961585331
leaf_weight=0.0014612203619736846 0.0011003671341526409 0.0016073003889264499 0.0013950848255065299 0.0014120897307400493 0.0011376580068658531
leaf_count=1494 647 532 411 425 401
internal_value=0 2.30391e-05 -4.03811e-05 4.90907e-05 -8.55424e-05
internal_weight=0 0.00701335 0.00540605 0.00401097 0.00259888
internal_count=3910 3263 2731 2320 1895
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=6
num_cat=0
split_feature=151 16 48 15 3
split_gain=1.31187e-05 2.69622e-05 4.84395e-05 4.15739e-05 2.89503e-05
threshold=-0.084764999999999993 -0.25582999999999995 0.085575000000000012 -0.017214999999999998 -0.032959999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00021425557446539266 0.00021922124196810296 -0.00043634175318596561 0.0002724627230052735 -0.00021834916847243078 0.00020297033855817113
leaf_weight=0.0010077469409198528 0.0019825883146767625 0.0013621670077145838 0.0013358896056221334 0.0012730802060217264 0.0012356042269574892
leaf_count=406 489 753 485 1573 204
internal_value=0 2.46268e-05 -4.94696e-05 -0.000160573 -1.08364e-05
internal_weight=0 0.00718933 0.00520674 0.00387085 0.00250868
internal_count=3910 3504 3015 2530 1777
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=7.97976e-06 2.32238e-05 3.18002e-05 3.26663e-05 3.70364e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.086870000000000017 -0.00084499999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016496929660333486 -0.0081213397266579074 0.012033755385439972 -0.015352013168076196 0.017873648523858855 0.0068774231881699914
leaf_weight=0.0011720524386655599 0.0010510319499435119 0.0015375723002008148 0.0013202204285886932 0.001029577786934039 0.0016077287670286742
leaf_count=1329 647 532 411 336 655
internal_value=0 0.00125373 -0.00197754 0.00265768 -0.00297802
internal_weight=0 0.00666715 0.00512958 0.00380936 0.00277978
internal_count=3910 3263 2731 2320 1984
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=7
num_cat=0
split_feature=3 2 15 42 15 16
split_gain=1.77404e-05 2.52088e-05 3.07791e-05 5.26559e-05 4.6755e-05 3.78692e-05
threshold=0.13772500000000001 0.11542500000000001 0.024640000000000006 1.0000000180025095e-35 -0.033649999999999992 -0.092014999999999986
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=0.00019019611648335953 0.00021447811692784476 0.00024488197044413918 -0.00037523200009262705 -0.00031648318827413548 0.0003969539181425852 -0.00033430859477583016
leaf_weight=0.0010754105129451292 0.0012493434362805551 0.0010348191872594928 0.0011501003439269445 0.0015833464166188881 0.0013699109039429394 0.0010420491535459682
leaf_count=244 239 419 1384 981 307 336
internal_value=0 -3.8492e-05 -8.56306e-05 -1.99455e-05 0.000114689 -6.79244e-05
internal_weight=0 0.00725564 0.00622082 0.00507072 0.00348737 0.00211746
internal_count=3910 3671 3252 1868 887 580
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=7
num_cat=0
split_feature=51 457 48 0 4 16
split_gain=2.0806e-05 2.23436e-05 3.17753e-05 4.21142e-05 9.04896e-05 1.96565e-05
threshold=-0.0093849999999999992 0.041935000000000007 0.093225000000000016 -0.11756999999999999 0.05309500000000001 0.11346000000000002
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=-0.00018708156530192988 -0.00040332470027562681 0.00029533958612505126 0.00027376803981175494 -0.00040674672798351628 0.00048034127660735894 -1.9441174801348583e-05
leaf_weight=0.0018251864223239609 0.0011528239127913563 0.001169208012615235 0.0012379424093303063 0.0010114364936299699 0.0011250461329592593 0.0010037913610394362
leaf_count=933 279 269 334 1594 353 148
internal_value=0 4.90658e-05 -2.99411e-06 -8.28003e-05 3.48673e-05 -0.000213829
internal_weight=0 0.00670025 0.00553104 0.0042931 0.00314027 0.00201523
internal_count=3910 2977 2708 2374 2095 1742
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=7
num_cat=0
split_feature=4 12 151 3 1 3
split_gain=7.05206e-06 2.41347e-05 3.19327e-05 5.69153e-05 1.63008e-05 1.4989e-05
threshold=0.17888000000000001 0.094045000000000004 -0.0074049999999999993 0.076695000000000013 0.11235500000000002 -0.082064999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4
right_child=4 -3 3 -5 -6 -7
leaf_value=0.016015246229720538 -0.0045807661191707861 -0.015585564072129158 -0.0020812569808131734 -0.0216427082834563 0.012078339310567291 0.014955309317452814
leaf_weight=0.0010975561136648791 0.0010750557235537294 0.0010549813787633653 0.0010678809586961136 0.0011437278467882274 0.0012947576537695475 0.0010000499855098684
leaf_count=503 245 858 1010 251 350 693
internal_value=0 -0.00202914 0.00128974 -0.00374257 0.00452101 0.00615761
internal_weight=0 0.0053642 0.00430921 0.00321166 0.00236981 0.00206793
internal_count=3910 3315 2457 1954 595 1703
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=6
num_cat=0
split_feature=3 13 3 4 15
split_gain=7.90823e-06 1.58858e-05 1.59018e-05 2.26046e-05 1.8851e-05
threshold=0.13772500000000001 -0.086849999999999997 0.076695000000000013 -0.068329999999999988 -0.089594999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011854228374735558 0.0077709520497898053 0.016383503617415942 -0.006258433486803475 0.0090196233596857404 -0.0091110261966948995
leaf_weight=0.0011793221009881233 0.0011146639622242327 0.0011630065629985465 0.0019561965292258119 0.0010680402079584705 0.001238403882939556
leaf_count=673 239 1088 304 559 1047
internal_value=0 -0.00133511 0.000951331 0.00501645 -0.000715304
internal_weight=0 0.00660497 0.00542565 0.00346945 0.00230644
internal_count=3910 3671 2998 2694 1606
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=6
num_cat=0
split_feature=151 3 13 3 1
split_gain=1.08723e-05 2.77998e-05 3.77098e-05 4.1405e-05 2.54234e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 -0.075679999999999983 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00018991087208486225 0.0003041437820528399 0.00021469787036706013 -0.00046814686872487807 -0.00023414911075207164 0.00012102013512015309
leaf_weight=0.0010097360750285049 0.0011690122250934245 0.0017699603905582091 0.0010300774019415507 0.0012683885280062343 0.0019914152113702979
leaf_count=406 325 947 1248 536 448
internal_value=0 2.72984e-05 -2.61082e-05 -0.000125462 -1.71761e-05
internal_weight=0 0.00722885 0.00605984 0.00428988 0.0032598
internal_count=3910 3504 3179 2232 984
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=1.91597e-05 3.08492e-05 5.93992e-05 3.49889e-05 3.57289e-05 7.99546e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.0002565215887988266 -0.00027658259472710875 0.00052074537291642428 -5.5631807128122167e-05 -0.00039120908874994966 0.00056600443558014774 -0.00014695038660588044
leaf_weight=0.0010133300129359446 0.0010700586377972031 0.0012087249019852547 0.0015939273668915508 0.0010063391951597653 0.0010414328721143412 0.001442275095795958
leaf_count=179 1060 325 424 443 851 628
internal_value=0 3.10521e-05 0.000192948 -6.84493e-05 2.29484e-05 0.000151996
internal_weight=0 0.00736276 0.00280265 0.00456011 0.00355377 0.00248371
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=6
num_cat=0
split_feature=1 12 4 43 2
split_gain=1.53768e-05 1.75785e-05 2.86655e-05 3.46378e-05 2.86356e-05
threshold=0.12730000000000002 0.098845000000000016 -0.0010999999999999996 -0.080569999999999989 0.092745000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00012752728684523363 0.0001956421649621664 -0.00025694420700720603 -0.00037536802986466933 0.00030584188819223596 2.7971611680688882e-05
leaf_weight=0.001138238306839256 0.0013383653282420397 0.0011362946868504406 0.001123162558801972 0.0018806460036941042 0.0017026438880693628
leaf_count=775 345 520 411 1399 460
internal_value=0 -3.37938e-05 9.58994e-06 0.000142445 -0.000132342
internal_weight=0 0.00698099 0.00584469 0.00301888 0.00282581
internal_count=3910 3565 3045 2174 871
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=6
num_cat=0
split_feature=151 16 13 52 2
split_gain=1.20397e-05 2.64891e-05 4.70503e-05 4.43271e-05 3.31926e-05
threshold=-0.084764999999999993 -0.25582999999999995 -0.0016149999999999999 -0.0093349999999999978 0.093655000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0002001162609176037 0.00022127922826757122 0.00044815081503068441 -8.6749881337671747e-06 -0.00010351947644672398 -0.00042215634987586334
leaf_weight=0.0010118416850823037 0.0019826741634947171 0.0011107864174271093 0.0015661909730849749 0.0011292719799596246 0.0014260888441783178
leaf_count=406 489 696 476 1398 445
internal_value=0 2.82749e-05 -4.48597e-05 0.000170039 -0.000205736
internal_weight=0 0.00721501 0.00523234 0.00224006 0.00299228
internal_count=3910 3504 3015 2094 921
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=6
num_cat=0
split_feature=52 1 16 0 15
split_gain=7.72131e-06 1.89729e-05 1.77883e-05 2.77691e-05 2.64728e-05
threshold=-0.048794999999999991 0.099595000000000017 -0.114825 -0.055084999999999988 -0.106555
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0030903535244400722 0.013479374843378869 0.014136397862032364 -0.019095781873495612 0.0023176677536792837 -0.0062257524336419498
leaf_weight=0.0014651892985218275 0.0013166429532024625 0.001134273909809161 0.0012234012644446954 0.0011992571958776754 0.0014139238719131212
leaf_count=742 369 448 1795 181 375
internal_value=0 0.00442653 -0.0022583 -0.00849576 0.0032758
internal_weight=0 0.00259946 0.00515323 0.00242266 0.00273057
internal_count=3910 1190 2720 1976 744
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=5
num_cat=0
split_feature=2 13 2 3
split_gain=7.21251e-06 1.53768e-05 3.17037e-05 1.44475e-05
threshold=0.099015000000000006 0.076210000000000014 0.084235000000000018 0.090325000000000003
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.002990519230379355 0.011002347576223044 0.0074091269381794961 -0.016631058745272081 -0.0023342703117852966
leaf_weight=0.0017805570039173076 0.0014494811819773103 0.0011336369292600269 0.0015319391462088789 0.001847694732214944
leaf_count=1084 823 230 1450 323
internal_value=0 -0.00264358 -0.00608393 0.00352868
internal_weight=0 0.00444613 0.0033125 0.00329718
internal_count=3910 2764 2534 1146
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=6
num_cat=0
split_feature=151 16 13 52 2
split_gain=1.85969e-05 2.23052e-05 4.74211e-05 5.04291e-05 3.12766e-05
threshold=-0.084764999999999993 -0.25582999999999995 -0.0016149999999999999 -0.0093349999999999978 0.093655000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.00025174484835421943 0.00020901081475009316 0.0004756742424751754 -4.7775401590366334e-06 -0.00011101046728388565 -0.00040525637632740337
leaf_weight=0.0010100078271531024 0.0019909228958850328 0.0011190838339412347 0.0015710138490178569 0.0011341743186611571 0.0014342395841664313
leaf_count=406 489 696 476 1398 445
internal_value=0 3.22505e-05 -3.46726e-05 0.000180367 -0.000195904
internal_weight=0 0.00724943 0.00525851 0.00225326 0.00300525
internal_count=3910 3504 3015 2094 921
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=7
num_cat=0
split_feature=16 1 16 2 3 1
split_gain=2.66177e-05 3.71892e-05 6.63195e-05 3.51634e-05 4.22753e-05 6.20277e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.10393500000000001 -0.084129999999999996 0.079945000000000016
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=-0.00030426593815828219 -0.00030670066525484142 0.00056143392367673066 -4.9155477756124402e-05 -0.00039613750182632184 0.0005298016928944149 -0.0001024263241459265
leaf_weight=0.0010008986364024178 0.0010657664845995125 0.0012050109768019157 0.0015815217759734997 0.0010069059589622028 0.0010226931971436047 0.0014320511953973595
leaf_count=179 1060 325 424 443 851 628
internal_value=0 3.66688e-05 0.000214888 -7.30217e-05 1.93931e-05 0.000160972
internal_weight=0 0.00731395 0.00278653 0.00452742 0.00352051 0.00245474
internal_count=3910 3731 749 2982 2539 1479
is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=6
num_cat=0
split_feature=42 43 0 150 2
split_gain=8.02084e-06 1.65966e-05 2.72956e-05 2.40876e-05 1.85014e-05
threshold=-1.0000000180025095e-35 -0.083684999999999996 0.0059850000000000016 0.082085000000000019 0.11165000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.008095547806827327 0.01190736868383235 0.004275968236436189 -0.014684612638558473 0.015548489088300642 -0.011205192108011597
leaf_weight=0.0010615594871180361 0.0012014038249811374 0.0019976896604531097 0.0011609973398655936 0.0010765430602764766 0.0012581552229357124
leaf_count=1060 595 1368 265 275 347
internal_value=0 0.00126062 -0.00106783 0.00258121 -0.00170641
internal_weight=0 0.00669479 0.00549339 0.00433239 0.00325584
internal_count=3910 2850 2255 1990 1715
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=6
num_cat=0
split_feature=3 13 160 16 0
split_gain=9.13785e-06 1.3728e-05 1.84412e-05 3.37661e-05 4.28438e-05
threshold=0.13772500000000001 -0.086849999999999997 -0.026849999999999995 -0.055679999999999993 -0.11524
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011185031475526243 0.0083352888777747779 0.011607250554947157 -0.0078172371656805555 -0.012859143279245065 0.018638327264089833
leaf_weight=0.0011847024055195885 0.0011202354222728623 0.0012053655858046452 0.0012425291607898335 0.001787965265536374 0.0012065737962101231
leaf_count=673 239 824 200 965 1009
internal_value=0 -0.00142992 0.000693559 -0.00241118 0.00521635
internal_weight=0 0.00662714 0.00544243 0.00423707 0.0024491
internal_count=3910 3671 2998 2174 1209
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=6
num_cat=0
split_feature=16 1 16 13 16
split_gain=1.63075e-05 2.7518e-05 4.71413e-05 2.38307e-05 4.8398e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 -0.032264999999999995 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023829602761853515 -0.00023867507794598418 0.0004796720859038216 -3.9293427515015323e-05 -0.00017284628755579948 0.00036438906550802778
leaf_weight=0.0010028321892475512 0.0018257225297023442 0.0011770165762113819 0.0015713791918938892 0.0015368998270212345 0.0011105593358372258
leaf_count=179 1677 325 424 870 435
internal_value=0 2.8541e-05 0.000182957 -6.63345e-05 5.25138e-05
internal_weight=0 0.00722158 0.0027484 0.00447318 0.00264746
internal_count=3910 3731 749 2982 1305
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=6
num_cat=0
split_feature=2 150 0 4 3
split_gain=7.59773e-06 2.96841e-05 3.54993e-05 2.24234e-05 2.17976e-05
threshold=0.086650000000000019 0.083680000000000018 -0.13506999999999997 -0.23071499999999998 -0.077894999999999978
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.013786195131373177 -0.014783773300950926 0.016576319081588801 -0.0034359140869196975 0.016096066455114747 0.0037076267971598458
leaf_weight=0.0012845454275135983 0.0013608282928575049 0.0011320109271435574 0.0012872695411800523 0.0010816600029571596 0.0015987329565117891
leaf_count=1091 288 348 255 1396 532
internal_value=0 0.00239294 -0.00191183 0.00548244 -0.00408614
internal_weight=0 0.00486177 0.00372976 0.00236893 0.00288328
internal_count=3910 2287 1939 1651 1623
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=6
num_cat=0
split_feature=151 48 51 4 52
split_gain=1.63932e-05 2.90001e-05 4.75022e-05 3.73522e-05 1.81415e-05
threshold=-0.084129999999999996 0.093225000000000016 1.0000000180025095e-35 0.15045000000000003 -0.0093349999999999978
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0002367855627495217 0.00010027743902672288 0.00030189972740805952 -0.00041346594755151307 0.00029963008779789407 -0.00018865059978146771
leaf_weight=0.0010125503589945937 0.0014679755284269164 0.0012452070837002402 0.0010155477153351361 0.001592060770359398 0.0019392657709678817
leaf_count=423 731 348 468 481 1459
internal_value=0 2.95347e-05 -2.68509e-05 5.16853e-05 -6.41689e-05
internal_weight=0 0.00726006 0.00601485 0.0049993 0.00340724
internal_count=3910 3487 3139 2671 2190
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=6
num_cat=0
split_feature=15 12 16 52 52
split_gain=1.54945e-05 2.21572e-05 1.94311e-05 3.07896e-05 3.52807e-05
threshold=-0.24219999999999997 -0.036459999999999992 -0.19424999999999998 1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00022011478072573952 -0.00028799770901480717 -0.00016442486392432862 0.00013642452712680825 0.00029904884045975621 -0.00031603465156169563
leaf_weight=0.0010456060265960866 0.0011257074586022249 0.0017282500299807563 0.0016653256750037578 0.0015867408990546655 0.0011003898254400659
leaf_count=317 320 326 797 1217 933
internal_value=0 -3.53054e-05 1.14749e-05 8.13203e-05 -4.35945e-05
internal_weight=0 0.00720641 0.00608071 0.00435246 0.00276572
internal_count=3910 3593 3273 2947 1730
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=6
num_cat=0
split_feature=3 15 4 12 2
split_gain=7.78463e-06 1.41886e-05 2.19112e-05 2.44539e-05 2.42712e-05
threshold=0.13772500000000001 -0.16430499999999995 0.10910000000000002 0.080120000000000011 0.084735000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0091399553115158825 0.0076876837412124784 0.018111332289811207 -0.015296307252606545 -0.0094028789576574793 -0.0016014872576012211
leaf_weight=0.0010839935226701243 0.0011204469093188049 0.001013865973155582 0.0012054959865524986 0.0017025045405429317 0.0016267336709143811
leaf_count=347 239 171 293 2493 367
internal_value=0 -0.00132424 -0.00336856 -5.78328e-05 0.00596731
internal_weight=0 0.00663259 0.0055486 0.0043431 0.0026406
internal_count=3910 3671 3324 3031 538
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=7
num_cat=0
split_feature=2 3 4 2 13 2
split_gain=1.76098e-05 4.48622e-05 7.50724e-05 5.13029e-05 2.52273e-05 2.17228e-05
threshold=0.097940000000000013 -0.016619999999999996 0.0051950000000000008 0.08400500000000001 -0.089899999999999994 0.11635500000000001
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=-0.00012772546184837012 0.00031981643448974789 -0.00067143726628033859 7.9222542018934396e-05 0.00043616603406624672 -0.00017599505381868413 0.0001963807459739085
leaf_weight=0.0016171356523370891 0.0013013891190770885 0.0010313535619112734 0.0010176053710819436 0.0010063250506488449 0.0014164517581476844 0.0010478734453609083
leaf_count=928 261 221 192 1387 531 390
internal_value=0 -8.12206e-05 -0.000298626 8.85759e-05 9.89717e-05 -1.76545e-05
internal_weight=0 0.00467242 0.00204896 0.00262346 0.00376571 0.00246433
internal_count=3910 2728 413 2315 1182 921
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=6
num_cat=0
split_feature=151 16 13 52 2
split_gain=9.31326e-06 2.68237e-05 4.21797e-05 5.22776e-05 3.42504e-05
threshold=-0.084129999999999996 -0.25582999999999995 -0.0016149999999999999 -0.0093349999999999978 0.093655000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.00017923928358983487 0.00021707804590625107 0.0004595900248392426 -4.0003361530048287e-06 -0.00014547509734835569 -0.00042809925108996998
leaf_weight=0.0010028757150707052 0.0019704941413785527 0.001085082087035416 0.0015384628478905837 0.0011112239318269595 0.0013969059812451536
leaf_count=423 489 684 475 1395 444
internal_value=0 2.26156e-05 -5.20554e-05 0.000153457 -0.000205824
internal_weight=0 0.00710217 0.00513167 0.00219631 0.00293537
internal_count=3910 3487 2998 2079 919
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=6
num_cat=0
split_feature=12 49 48 16 0
split_gain=7.46608e-06 1.70966e-05 2.83448e-05 2.92068e-05 4.10625e-05
threshold=-0.036459999999999992 0.0047850000000000011 0.086125000000000021 -0.083564999999999987 -0.06402999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0073541325205155926 0.012494691504488176 0.013139953881101339 -0.015792608622434957 -0.018449133497441504 0.0063907262528076674
leaf_weight=0.0011779254857337681 0.0017802957387849892 0.0010275382898585197 0.0010391678595738276 0.0011408400224099582 0.0015972247579571523
leaf_count=504 762 709 344 1238 353
internal_value=0 0.00129001 -0.000900942 0.00252396 -0.00395903
internal_weight=0 0.00658507 0.00555753 0.00451836 0.00273806
internal_count=3910 3406 2697 2353 1591
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=6
num_cat=0
split_feature=52 52 0 16 1
split_gain=7.62917e-06 1.7249e-05 1.63573e-05 4.06564e-05 2.56132e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.17106499999999999 -0.055679999999999993 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0037906125583295233 0.0089067496205341885 0.01249681559472784 -0.0091082567119474597 -0.01728276344248332 0.011604731170810697
leaf_weight=0.0012937919197455827 0.0010470893192566231 0.0013071451481557817 0.001018380231560113 0.0016420369501648317 0.0014428469819319954
leaf_count=777 184 413 1345 787 404
internal_value=0 0.00439491 -0.00224928 -0.00509613 0.00303433
internal_weight=0 0.00260094 0.00515035 0.00410326 0.00246123
internal_count=3910 1190 2720 2536 1749
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=6
num_cat=0
split_feature=4 42 0 15 1
split_gain=1.54389e-05 3.31595e-05 4.70839e-05 4.03875e-05 5.56862e-05
threshold=0.27608500000000008 0.086700000000000013 -0.017269999999999997 -0.074174999999999977 0.089370000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0001286806369183667 0.00016979687755698891 -0.00030954739512895112 0.0003159052419978888 4.9825603091959949e-05 -0.00059956603179539287
leaf_weight=0.0017512042694198203 0.0016434176408912432 0.0014101821193923132 0.0015537184365654036 0.001006668370894399 0.0010242214161755394
leaf_count=685 441 1261 274 1002 247
internal_value=0 -4.21398e-05 2.85324e-05 -8.9523e-05 -0.000277677
internal_weight=0 0.00674599 0.00533581 0.00378209 0.00203089
internal_count=3910 3469 2208 1934 1249
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=6
num_cat=0
split_feature=151 4 0 2 3
split_gain=1.34851e-05 2.6963e-05 2.76284e-05 4.07396e-05 2.33378e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.074514999999999984 0.10113500000000002 0.086245000000000016
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.00021339517065026392 -0.00030797711604899032 0.00028835075982359037 0.0002958818917795035 -0.00017565881651552677 3.8415946319989734e-05
leaf_weight=0.0010060523808189939 0.0017185364192369157 0.0012699312279547169 0.0017790448242746093 0.0011661981656774284 0.0013238395894659225
leaf_count=406 2005 375 479 469 176
internal_value=0 2.88398e-05 -2.62006e-05 0.000109171 -0.00015725
internal_weight=0 0.00725755 0.00598762 0.00294524 0.00304238
internal_count=3910 3504 3129 948 2181
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=6
num_cat=0
split_feature=151 3 13 3 3
split_gain=1.40511e-05 2.70139e-05 3.67375e-05 4.35135e-05 3.38104e-05
threshold=-0.084764999999999993 -0.14218999999999996 -0.083354999999999985 -0.075679999999999983 0.076695000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00021852875344861516 0.00030265324440661762 0.00021441189815061591 -0.00047285111222865382 0.00023521690315190724 -0.00017223684982223183
leaf_weight=0.0010044411070817784 0.0011634954708202808 0.0017684215864657623 0.0010296567997409999 0.0012974256788557139 0.0019746945921610493
leaf_count=406 325 947 1248 696 288
internal_value=0 2.89608e-05 -2.34988e-05 -0.000121302 -1.06777e-05
internal_weight=0 0.00723369 0.0060702 0.00430178 0.00327212
internal_count=3910 3504 3179 2232 984
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=2 151 16 2 3
split_gain=8.0199e-06 2.92659e-05 3.60106e-05 3.6968e-05 1.85282e-05
threshold=0.086650000000000019 -0.0088999999999999982 -0.25582999999999995 0.10113500000000002 -0.077894999999999978
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.013137272288965843 -0.011182861954119529 0.02299362731060714 0.015375005093548314 -0.0086379149869197404 0.0029786060168866704
leaf_weight=0.0012858509523705091 0.0011904484922033113 0.0010052604750538973 0.0010567636307990682 0.0016300046872609537 0.001602396111268787
leaf_count=1091 468 275 886 658 532
internal_value=0 0.0024516 0.00684786 0.000806882 -0.0041962
internal_weight=0 0.00488248 0.00369203 0.00268677 0.00288825
internal_count=3910 2287 1819 1544 1623
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=6
num_cat=0
split_feature=2 3 4 13 3
split_gain=7.21299e-06 1.64602e-05 1.99452e-05 1.39378e-05 2.10867e-05
threshold=0.099015000000000006 -0.016619999999999996 -0.026614999999999996 -0.089899999999999994 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.012999639642830527 0.012735449433729127 -0.0094422952157926041 -0.0051079605719641409 0.0091359072943297363 -0.010419677786454954
leaf_weight=0.0010793383705826609 0.0010970045086146959 0.0019787808775691661 0.0013938543088828975 0.0010582540244659889 0.0011512582391999676
leaf_count=1391 254 421 952 720 172
internal_value=0 -0.00264444 0.00279447 0.00352129 -0.00105346
internal_weight=0 0.00445197 0.00247319 0.00330652 0.00220951
internal_count=3910 2764 2343 1146 892
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=7
num_cat=0
split_feature=12 4 52 48 1 52
split_gain=2.15664e-05 3.62473e-05 5.14284e-05 4.57504e-05 4.12304e-05 3.90056e-05
threshold=-0.036459999999999992 -0.034289999999999994 -0.081429999999999989 0.085575000000000012 0.11198000000000001 0.071660000000000015
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=-0.00023287322691211001 -0.00040837214562463447 0.00053033680710664894 -5.0223552833054146e-05 -0.00028742623584605554 0.00045953884064470809 8.2256932810985728e-05
leaf_weight=0.0012799908154713111 0.0011680106333036887 0.0010392015198445815 0.0013134178971036053 0.0011502592644601307 0.0011390486122213055 0.0013350988853666947
leaf_count=504 901 419 729 325 181 851
internal_value=0 4.35019e-05 0.000146057 3.52116e-05 0.000186536 -0.000146682
internal_weight=0 0.00714504 0.00464193 0.00360273 0.00245247 0.00250311
internal_count=3910 3406 1654 1235 910 1752
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=7
num_cat=0
split_feature=52 1 12 2 12 3
split_gain=7.60564e-06 1.75974e-05 1.42654e-05 2.90303e-05 3.16952e-05 8.60409e-06
threshold=-0.048794999999999991 0.099595000000000017 0.10058500000000002 0.083585000000000007 0.051320000000000005 0.10420500000000001
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=-0.0028372444585873322 -0.014217638429007888 0.01372212578674787 -0.01266199186893905 0.0045750897771305163 0.019426839900731702 -0.0084019210842151814
leaf_weight=0.0014713388252616171 0.0010192575822002988 0.0011381637008361252 0.0010467416247892302 0.0010094628426483355 0.0010434802554532712 0.0010345385629590578
leaf_count=742 701 448 379 251 1207 182
internal_value=0 0.00438531 -0.00224071 0.000415502 0.00524628 -0.00199302
internal_weight=0 0.0026095 0.00515348 0.00410674 0.00308748 0.002044
internal_count=3910 1190 2720 2341 1640 433
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=6
num_cat=0
split_feature=1 0 48 12 4
split_gain=7.46723e-06 2.20659e-05 4.24359e-05 3.95558e-05 2.14575e-05
threshold=0.076710000000000014 -0.10575999999999998 0.086215000000000014 0.051320000000000005 -0.16401499999999997
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=0.0050485070779871834 0.01794344898766433 0.0073637910256099826 -0.0060979694697979661 -0.017861814690062091 -0.014444890806895719
leaf_weight=0.0011119195072232821 0.0017306306750466812 0.0012694900681499675 0.0012751724850401237 0.00121806699414257 0.0011473685866980373
leaf_count=92 362 499 210 831 1916
internal_value=0 0.00197855 0.00774419 -0.00498828 -0.00485112
internal_weight=0 0.00549336 0.0030058 0.00248756 0.00225929
internal_count=3910 1902 572 1330 2008
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=7
num_cat=0
split_feature=3 13 3 2 1 1
split_gain=1.02561e-05 1.69138e-05 3.70246e-05 5.06495e-05 2.87554e-05 1.9378e-05
threshold=-0.15327499999999997 -0.083514999999999992 -0.075679999999999983 0.11230000000000001 0.094485000000000013 0.083370000000000014
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=0.00018425839648390061 -6.446763755133626e-05 -0.00039415625625461892 -5.117700400252371e-05 -0.00034863319065271773 0.00035536890835305104 0.00030343471233004217
leaf_weight=0.0010212385167657689 0.0011149812549962038 0.0011703145178966166 0.0013469312964693825 0.0011028313742456439 0.0013287820839145486 0.0010871004830250097
leaf_count=276 709 1366 441 311 361 446
internal_value=0 -2.58023e-05 -8.94134e-05 4.97343e-06 0.000150717 0.000117155
internal_weight=0 0.00715094 0.00494886 0.00377854 0.00267571 0.00220208
internal_count=3910 3634 2479 1113 802 1155
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=7
num_cat=0
split_feature=151 4 0 42 42 3
split_gain=1.4807e-05 3.35064e-05 3.68101e-05 3.9541e-05 5.88035e-05 2.59346e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15713499999999997 0.086700000000000013 -1.0000000180025095e-35 0.013395000000000002
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=-0.00022009955570385654 -0.00036938049968331739 0.00031421143113811214 -0.00025533071185388114 -0.00025854216235378212 0.00044743101575912776 6.8597345140456438e-05
leaf_weight=0.0010519843175003426 0.0010341065287311109 0.001303151239818807 0.001077054555906033 0.0013149864949738178 0.0016010231106393107 0.0012274095690978939
leaf_count=406 151 375 957 1176 620 225
internal_value=0 2.81892e-05 -3.1404e-05 3.55446e-05 0.000134564 0.000283035
internal_weight=0 0.00755773 0.00625458 0.00522047 0.00390549 0.00282843
internal_count=3910 3504 3129 2978 1802 845
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=6
num_cat=0
split_feature=12 15 2 16 3
split_gain=7.48161e-06 1.7273e-05 4.64128e-05 6.21091e-05 3.54747e-05
threshold=-0.036459999999999992 -0.11739999999999999 0.094400000000000026 -0.015314999999999997 -0.08348499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0073472810640250663 -0.0086232685134656761 0.026996223099168288 -0.022904913688591745 0.0098120691764432971 0.0039686923896964151
leaf_weight=0.0011791961417623852 0.0013846574543206107 0.001057555649009748 0.0011626152934349442 0.0011583575503539246 0.0018208355988523579
leaf_count=504 375 995 439 480 1117
internal_value=0 0.00130199 0.00394522 -0.00657643 0.0124293
internal_weight=0 0.00658402 0.00519936 0.00232097 0.00287839
internal_count=3910 3406 3031 919 2112
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=6
num_cat=0
split_feature=4 151 16 2 16
split_gain=8.47112e-06 2.28546e-05 2.40374e-05 1.82171e-05 2.78343e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.095609999999999987 0.086650000000000019 0.15100500000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010928680473186467 0.0066746867629945894 -0.014909285482407704 -0.0092041853450266376 0.017859887593204646 -0.0048475173182322183
leaf_weight=0.001172999052877809 0.0015229701075058456 0.00155510195880446 0.001325214018556598 0.0010059553521561404 0.0011649473482861035
leaf_count=562 441 525 1102 851 429
internal_value=0 -0.00164591 -0.00456599 3.47905e-05 0.00567467
internal_weight=0 0.00622422 0.00505122 0.00349612 0.0021709
internal_count=3910 3469 2907 2382 1280
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=7
num_cat=0
split_feature=16 1 16 42 43 4
split_gain=1.45068e-05 3.35542e-05 6.03814e-05 2.53617e-05 2.79995e-05 1.22848e-05
threshold=-0.52908499999999992 0.10498500000000001 -0.072804999999999981 0.084100000000000022 0.0033500000000000005 -0.030814999999999995
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=-0.00022760619670737886 -0.00027744847959849977 0.00052806115711915593 -5.5866706355716245e-05 -0.00034005195069368568 0.00027481488296853657 5.0144354077073454e-06
leaf_weight=0.0010027359682366352 0.001008479567799266 0.0011883005492129934 0.0015942900376280083 0.001093740602466932 0.0010226513206790257 0.0014333473478152013
leaf_count=179 734 325 424 1408 281 559
internal_value=0 2.38291e-05 0.000193499 -7.97466e-05 2.43214e-06 -0.000111643
internal_weight=0 0.00734081 0.00278259 0.00455822 0.00346448 0.00244183
internal_count=3910 3731 749 2982 1574 1293
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=6
num_cat=0
split_feature=47 159 1 2 0
split_gain=7.68851e-06 1.29884e-05 2.69825e-05 2.99002e-05 3.56874e-05
threshold=0.10561500000000001 0.073745000000000019 0.11215000000000001 0.10113500000000002 -0.074249999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0020861683722543985 0.0069918381531334358 0.0089029329390685804 -0.01567161998288976 -0.010979580529783352 0.021857300605380971
leaf_weight=0.0016473511161129622 0.0013028512604804079 0.0010232103754256143 0.0013435816385615456 0.001430849183433185 0.0010006160669020041
leaf_count=1815 280 631 321 561 302
internal_value=0 -0.00143082 -0.00338081 0.000667838 0.00696161
internal_weight=0 0.00644561 0.0054224 0.00407882 0.00264797
internal_count=3910 3630 2999 2678 2117
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=6
num_cat=0
split_feature=1 3 3 15 3
split_gain=9.12587e-06 2.69362e-05 2.24331e-05 2.31045e-05 2.07005e-05
threshold=0.10498500000000001 -0.115685 -0.075954999999999981 -0.074174999999999977 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=0.010375813900974237 -0.0076439545113620739 -0.014635652697420443 0.019510938616629947 -0.00075498560375261887 0.0014750429204598917
leaf_weight=0.0011149021563209805 0.0011245956368625097 0.0018367460469729377 0.0011562012256235025 0.0010956429634648131 0.0014096144129972035
leaf_count=292 249 2546 387 223 213
internal_value=0 -0.00303461 0.0038902 0.00965048 -0.00764017
internal_weight=0 0.00436126 0.00337644 0.00225184 0.00324636
internal_count=3910 3051 859 610 2759
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=7
num_cat=0
split_feature=1 42 133 160 52 1
split_gain=2.1977e-05 2.57835e-05 3.32057e-05 3.46274e-05 3.31219e-05 2.4442e-05
threshold=0.12811000000000003 0.086700000000000013 0.058050000000000011 -0.07353999999999998 -0.066329999999999986 0.096335000000000018
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=0.00026088863812096874 0.00022289897440539642 -0.00027319707038575872 0.00033200583260420381 -0.00044754793724511481 0.00015500283294018376 -0.0002252921202992595
leaf_weight=0.0010256379497994685 0.0013778738222271084 0.0015308717594984004 0.0010302693248482649 0.0010158031805211029 0.0013354559009286068 0.0012654758460520852
leaf_count=310 338 1306 692 372 711 181
internal_value=0 -4.73824e-05 1.3558e-05 -5.71142e-05 -0.000147294 -3.00286e-05
internal_weight=0 0.00720351 0.00567264 0.00464237 0.00361673 0.00260093
internal_count=3910 3572 2266 1574 1264 892
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=7
num_cat=0
split_feature=1 4 16 16 0 160
split_gain=1.9393e-05 5.64701e-05 2.70275e-05 3.33016e-05 6.55913e-05 5.76176e-05
threshold=0.076710000000000014 -0.084009999999999987 -0.52908499999999992 -0.055679999999999993 -0.15517999999999996 -0.026849999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.00010759962155866401 -0.00023490509948600777 -0.00049673486806015086 -0.00010733035350026978 0.00030484098175042999 0.00053720310704906459 -0.00029830483994517282
leaf_weight=0.0013959512589699539 0.0010100994108447024 0.0010353712981532068 0.0010212876521224722 0.0010534089632483097 0.0014965805708838889 0.001443176330292493
leaf_count=422 169 1586 138 344 685 566
internal_value=0 -0.000149754 5.77123e-05 0.000116656 0.00027577 -4.38135e-05
internal_weight=0 0.00243132 0.00602455 0.00501445 0.00251787 0.00249659
internal_count=3910 2008 1902 1733 823 910
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=6
num_cat=0
split_feature=49 3 3 15 3
split_gain=1.50245e-05 3.46971e-05 2.75503e-05 2.82354e-05 5.10308e-05
threshold=-0.029304999999999998 -0.0045049999999999995 -0.084604999999999986 -0.017214999999999998 0.094625000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.00040149255287386673 -0.00024524709147349971 -9.3413042580301286e-05 0.00016117489517147296 0.00022681364320668054 -0.00040021913324334957
leaf_weight=0.0010292966843935131 0.0019109028958886679 0.0011566807365589781 0.0013579403517096618 0.0017785753412906174 0.0011494866553780154
leaf_count=350 1169 209 969 1004 209
internal_value=0 0.00013962 -4.94471e-05 3.78498e-05 -9.61865e-05
internal_weight=0 0.00218598 0.00619691 0.004286 0.00250743
internal_count=3910 559 3351 2182 1178
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=6
num_cat=0
split_feature=49 3 15 3 15
split_gain=8.25413e-06 2.05224e-05 2.76659e-05 4.06522e-05 9.50296e-06
threshold=-0.029304999999999998 -0.084604999999999986 -0.017214999999999998 0.094625000000000015 -0.07142999999999998
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.012299792435222036 -0.01085750971044813 0.0072614394488128772 0.011955831111518697 -0.019345318594863655 -0.0014065076877076421
leaf_weight=0.0010161283322584777 0.001783600035431987 0.0012461706051971129 0.0016490320459641482 0.0010650231858913071 0.0010072938032884323
leaf_count=229 1169 969 1004 209 330
internal_value=0 -0.00195064 0.00206082 -0.00499924 0.00547656
internal_weight=0 0.00574383 0.00396023 0.00231119 0.00202342
internal_count=3910 3351 2182 1178 559
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=6
num_cat=0
split_feature=151 4 2 13 1
split_gain=2.06606e-05 3.55455e-05 2.55196e-05 5.46882e-05 5.15948e-05
threshold=-0.084764999999999993 0.27608500000000008 0.10393500000000001 -0.083514999999999992 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00026387625517399675 0.00041522274600101745 0.0003282772817096044 -0.00022538677934143121 -0.00029512526820064217 0.00022604790282524525
leaf_weight=0.0010131704176715786 0.0011668701819488869 0.0013041387505510768 0.0017847176747359632 0.0018054967817299566 0.0012263393372335548
leaf_count=406 714 390 633 1458 309
internal_value=0 3.49557e-05 -2.89762e-05 5.45108e-05 -8.43173e-05
internal_weight=0 0.00728756 0.00598342 0.00419871 0.00303184
internal_count=3910 3504 3114 2481 1767
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=6
num_cat=0
split_feature=4 2 13 15 2
split_gain=1.01454e-05 2.15818e-05 3.93639e-05 2.384e-05 1.67608e-05
threshold=0.17888000000000001 0.11085000000000002 -0.084184999999999996 -1.0000000180025095e-35 0.10869000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.022871548407611349 0.014161079959408646 0.0098306715322779049 0.0071755670065614232 -0.010148164742097381 -0.0026417684151602478
leaf_weight=0.0010148806691025331 0.0011417355943508156 0.0011355811297961756 0.0018406184054263622 0.0013975010938224383 0.0012366386947901048
leaf_count=776 281 431 857 1251 314
internal_value=0 -0.00241677 -0.00568692 -0.000300974 0.00542442
internal_weight=0 0.00538858 0.004253 0.00323812 0.00237837
internal_count=3910 3315 2884 2108 595
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=6
num_cat=0
split_feature=4 42 43 151 43
split_gain=8.5548e-06 2.09028e-05 3.71577e-05 3.64533e-05 2.56429e-05
threshold=0.27608500000000008 0.086700000000000013 0.0050750000000000005 -0.0074049999999999993 -0.071899999999999978
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012787231783699502 0.0066893642188769536 -0.012844383306604477 0.018029605905402247 0.0023681837567048232 -0.017031587560225082
leaf_weight=0.0010421740845536183 0.0015283723655599912 0.0013174853413501653 0.0010491164135363771 0.0011525141325893712 0.0016666832033078432
leaf_count=402 441 1261 309 645 852
internal_value=0 -0.00165985 0.00134096 -0.00319326 -0.00910078
internal_weight=0 0.00622797 0.00491049 0.00386137 0.0028192
internal_count=3910 3469 2208 1899 1497
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=6
num_cat=0
split_feature=151 16 13 52 2
split_gain=1.41457e-05 2.8279e-05 4.39669e-05 4.92829e-05 3.75793e-05
threshold=-0.084129999999999996 -0.25582999999999995 -0.0016149999999999999 -0.0093349999999999978 0.093655000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0002189117159342301 0.00022682925749752591 0.00045473524174878332 5.9055914711526691e-06 -0.00012832010354120994 -0.00043499431216477918
leaf_weight=0.0010140630511147556 0.00199681726202378 0.0011050252263069889 0.0015656645867955581 0.0011245887786878594 0.0014149178452062836
leaf_count=423 489 684 475 1395 444
internal_value=0 2.8429e-05 -4.76083e-05 0.00016065 -0.000203395
internal_weight=0 0.00720701 0.0052102 0.00222961 0.00298058
internal_count=3910 3487 2998 2079 919
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=6
num_cat=0
split_feature=42 160 1 151 1
split_gain=8.57544e-06 2.3622e-05 2.32635e-05 2.79505e-05 3.70945e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12162500000000001 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0083536999269091233 -0.0098059532834003718 -0.012706266749191567 0.018048156156229178 -0.0023833352390884542 0.020233694073536725
leaf_weight=0.0010640490106584187 0.0014864939940599127 0.0010754006734540796 0.0010176698722169433 0.001957146239862232 0.0011520175601323047
leaf_count=1060 1040 328 251 907 324
internal_value=0 0.00131135 0.00448803 0.00119026 0.0059968
internal_weight=0 0.00668873 0.00520223 0.00418456 0.00310916
internal_count=3910 2850 1810 1559 1231
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=5
num_cat=0
split_feature=2 2 4 3
split_gain=7.21452e-06 1.59495e-05 2.00028e-05 1.23786e-05
threshold=0.099015000000000006 0.087005000000000013 -0.0010999999999999996 0.090325000000000003
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.011364043626040514 0.010455951097058713 -0.011432987582847798 -0.005197726268122654 -0.0018930976734495377
leaf_weight=0.0012169158395225368 0.0014479370049038992 0.0014093397339911755 0.0018197814676904258 0.0018473555360784518
leaf_count=1232 823 1085 447 323
internal_value=0 -0.00264114 0.00143918 0.00353302
internal_weight=0 0.00444604 0.0030367 0.00329529
internal_count=3910 2764 1679 1146
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=6
num_cat=0
split_feature=3 47 52 1 0
split_gain=7.60435e-06 1.37422e-05 2.92234e-05 6.85832e-05 9.29874e-05
threshold=0.13772500000000001 0.09252500000000001 -0.07125999999999999 0.088010000000000019 -0.10783
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010282248312038561 0.0076296214717619798 -0.010493543945617573 -0.010192365051436399 0.037960903452068762 -0.0035885843714861831
leaf_weight=0.0016115827225959478 0.0011147132884131994 0.0013048987234219964 0.0015501226536450302 0.0010878835383907276 0.0010668522218016529
leaf_count=881 239 374 1674 154 588
internal_value=0 -0.00129801 0.000958995 0.00584884 0.0173889
internal_weight=0 0.00662134 0.00531644 0.00370486 0.00215474
internal_count=3910 3671 3297 2416 742
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=7
num_cat=0
split_feature=151 52 13 1 1 0
split_gain=2.36998e-05 2.73946e-05 5.35036e-05 3.76069e-05 5.50338e-05 4.61112e-05
threshold=-0.084764999999999993 0.11401500000000002 -0.083514999999999992 0.11593500000000001 0.095575000000000007 -0.072559999999999986
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=-0.00028190123746233949 0.00036349066702641702 -0.00026292959492439026 -0.00042839404604686003 -0.00036006912263556888 0.00038728071807337457 0.00015407711136867085
leaf_weight=0.0010153711704265038 0.0018735767792427355 0.0010037262134329752 0.0010139971029148784 0.0010298772779274608 0.0012853154628711038 0.0010781150440361746
leaf_count=406 833 620 1103 248 329 371
internal_value=0 3.78595e-05 8.59276e-05 -3.20664e-05 6.79512e-05 -0.000128233
internal_weight=0 0.00728461 0.00628088 0.0044073 0.00337743 0.00209211
internal_count=3910 3504 2884 2051 1803 1474
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=5
num_cat=0
split_feature=52 160 3 1
split_gain=7.16498e-06 1.87341e-05 2.25395e-05 2.63719e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.094890000000000016
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0052781485858395113 -0.013167781059474191 -0.011865700512445777 -0.003633213238552124 0.013478937125884067
leaf_weight=0.0019252662445330415 0.0011537089209423821 0.0010444010722818154 0.0018233885659415278 0.0017795483324220963
leaf_count=971 1029 148 1304 458
internal_value=0 -0.00176221 0.00106924 0.00481875
internal_weight=0 0.00580105 0.00464734 0.00360294
internal_count=3910 2939 1910 1762
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=7
num_cat=0
split_feature=0 52 457 3 12 4
split_gain=1.95814e-05 4.01573e-05 3.1652e-05 3.22399e-05 5.91493e-05 1.45081e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.041935000000000007 0.090325000000000003 0.078515000000000015 -0.34687499999999999
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=-0.00041231658550714041 9.4791068361174947e-06 0.00042673694695771899 0.00032689839618827999 -0.00027875213380815401 -0.00017841368415164976 0.00032143754473978843
leaf_weight=0.0010033152385484122 0.0011981339538110623 0.0010750048060447362 0.0010141508418403918 0.0015895244664981046 0.0014703442153740048 0.0010988125303436577
leaf_count=597 249 307 280 246 2034 197
internal_value=0 -5.34476e-05 1.648e-05 -5.96557e-05 7.71661e-05 0.000158714
internal_weight=0 0.00615234 0.00514902 0.00413487 0.00254535 0.00229695
internal_count=3910 3464 2867 2587 2341 446
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=6
num_cat=0
split_feature=150 1 47 2 52
split_gain=1.34669e-05 3.01258e-05 4.237e-05 3.26378e-05 3.31384e-05
threshold=0.10559 0.10498500000000001 0.084155000000000021 0.10113500000000002 -0.069134999999999988
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0002370051856893715 -0.00021646165069132744 0.00043345293813105382 -3.8467299287337219e-05 -0.00034684482745588643 0.00018310496424470753
leaf_weight=0.0011378305374311103 0.0010011311181813481 0.0013579787238147084 0.0015853646725365917 0.0012382144411568373 0.0019746895017672622
leaf_count=564 233 530 228 534 1821
internal_value=0 2.60582e-05 0.000179264 -7.75879e-05 2.95271e-05
internal_weight=0 0.00729408 0.00294334 0.00435073 0.00311252
internal_count=3910 3677 758 2919 2385
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=7
num_cat=0
split_feature=160 12 2 13 16 43
split_gain=7.22298e-06 1.83719e-05 3.82152e-05 4.68381e-05 3.75572e-05 2.10885e-05
threshold=0.087825000000000014 -0.036459999999999992 0.087005000000000013 -0.091849999999999987 -0.069894999999999985 -0.074254999999999988
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=-0.01084621027661635 -0.0079212525251641779 0.022967646412429224 0.013194459973053156 0.00061953771377807937 -0.026055307894354385 0.0044352391327853935
leaf_weight=0.0010698834033288137 0.0010034250866389725 0.0011128755159181237 0.0010742236379522254 0.0010770666849393238 0.0010350683620412035 0.0013697813925727259
leaf_count=438 427 474 225 600 837 909
internal_value=0 0.00117279 0.00344107 -0.00380621 -0.0124527 0.0127426
internal_weight=0 0.0067389 0.00566902 0.00318636 0.00211214 0.00248266
internal_count=3910 3483 3045 1662 1437 1383
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=6
num_cat=0
split_feature=3 2 3 150 15
split_gain=1.61914e-05 2.97507e-05 6.90026e-05 3.79814e-05 7.43863e-05
threshold=-0.15327499999999997 0.086875000000000022 -0.077894999999999978 0.083435000000000023 -0.015439999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.00014757837171652569 -0.00066528206576998864 -0.00040292244273691576 -3.1506637336659522e-05 0.00030123426252759081 0.00016583581917332393
leaf_weight=0.0010738246400818939 0.0010559383319664417 0.0017358467811082697 0.0017635308440892619 0.0011188455442460938 0.0018017480555062655
leaf_count=276 1035 929 537 319 814
internal_value=0 -0.000109905 -0.000268866 -1.36548e-05 -0.000113246
internal_weight=0 0.00747591 0.00281947 0.00465644 0.00353759
internal_count=3910 3634 1572 2062 1743
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=7
num_cat=0
split_feature=151 4 0 42 16 4
split_gain=1.30618e-05 3.02832e-05 2.59048e-05 1.8337e-05 2.14569e-05 1.82147e-06
threshold=-0.084129999999999996 0.28937500000000005 -0.15517999999999996 0.086700000000000013 0.032820000000000009 -0.0025899999999999994
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=-0.00021214764822255762 -0.00030971741184820755 0.00030508459540719984 0.00017505383085102128 -0.00017680515143906069 -7.2400684564929765e-05 0.00029306617968307737
leaf_weight=0.0010074189560039994 0.001060709056127174 0.0012381769858169338 0.0010074745507790011 0.0012383820712557865 0.0015612595255601047 0.001003876479342018
leaf_count=423 165 375 943 1172 431 401
internal_value=0 2.64146e-05 -3.23491e-05 2.8804e-05 0.000100075 0.000233954
internal_weight=0 0.00710988 0.0058717 0.00481099 0.00357261 0.00201135
internal_count=3910 3487 3112 2947 1775 1344
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=6
num_cat=0
split_feature=0 43 49 4 1
split_gain=6.21045e-06 2.86228e-05 2.19788e-05 3.64763e-05 2.742e-05
threshold=0.039665000000000006 -0.13719999999999996 -0.006494999999999999 -0.00072999999999999985 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.016525482201550628 0.0056787651855413806 -0.0073684800136807269 0.020798227513006213 -0.013024621328039119 0.0091500898279867054
leaf_weight=0.0010501233986860243 0.0015095152297998696 0.0017956042061498985 0.0011494576219562374 0.0010378056524371422 0.0012052383968012151
leaf_count=381 315 637 1644 590 343
internal_value=0 -0.00146948 0.001578 0.00631325 -0.00110965
internal_weight=0 0.00623823 0.00518811 0.0033925 0.00224304
internal_count=3910 3595 3214 2577 933
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=7
num_cat=0
split_feature=151 4 0 42 4 42
split_gain=1.83326e-05 3.73933e-05 4.19869e-05 2.94193e-05 3.86564e-05 4.17283e-05
threshold=-0.084764999999999993 0.28937500000000005 -0.15713499999999997 -1.0000000180025095e-35 -0.23071499999999998 0.078965000000000021
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=-0.00025193750983823661 -0.00040037482978868454 0.00033609515418303864 -0.00026121536890481064 -0.00017257663605883025 0.00050141645842842518 1.6375783110101998e-05
leaf_weight=0.0010136563608730796 0.0010064836388666573 0.0012636051773644609 0.0010041186143805395 0.0012416660552600546 0.001287647248517899 0.0014496233018721943
leaf_count=406 151 375 957 279 260 1482
internal_value=0 2.9578e-05 -3.50875e-05 3.86936e-05 0.000114378 0.000244545
internal_weight=0 0.00725314 0.00598954 0.00498306 0.00397894 0.00273727
internal_count=3910 3504 3129 2978 2021 1742
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=7
num_cat=0
split_feature=3 12 160 13 15 2
split_gain=2.89089e-05 2.79529e-05 4.11993e-05 4.11826e-05 6.15831e-05 2.45222e-05
threshold=-0.15464999999999998 -1.0000000180025095e-35 -0.080184999999999992 -0.083514999999999992 -0.053579999999999996 0.089910000000000004
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=0.00030679072777690567 0.00018867327236967292 -0.00046163293950628106 0.00022115498670658825 -0.00017677595859911068 -0.00052528823356461747 0.00023596718120473417
leaf_weight=0.0010008135682301007 0.0015338178463437874 0.0010458331619254109 0.0016391416614213875 0.0010861964053398628 0.0011529898633507482 0.0011283107654359817
leaf_count=259 551 712 661 215 1196 316
internal_value=0 -4.77595e-05 -0.000107676 -3.37386e-05 -0.000157809 3.35203e-05
internal_weight=0 0.00758629 0.00605247 0.00500664 0.0033675 0.00221451
internal_count=3910 3651 3100 2388 1727 531
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=6
num_cat=0
split_feature=49 12 43 3 15
split_gain=6.92741e-06 1.89124e-05 5.56693e-05 4.13818e-05 1.04957e-05
threshold=-0.029304999999999998 0.080120000000000011 -0.074254999999999988 0.096385000000000012 -0.07142999999999998
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.012127594542044737 0.013390326324430671 0.0069387683566343858 -0.022240194469698216 -0.0098778951659579707 -0.0022804184376806402
leaf_weight=0.0010157485355099748 0.0017816717902209875 0.0012671335384951119 0.0013509376876696408 0.0013385811894855194 0.0010066786391263577
leaf_count=229 497 1049 1534 271 330
internal_value=0 -0.00185036 -0.00811772 0.00340831 0.0049559
internal_weight=0 0.00573832 0.00261807 0.00312025 0.00202243
internal_count=3910 3351 2583 768 559
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=6
num_cat=0
split_feature=15 150 15 4 16
split_gain=1.43851e-05 1.95883e-05 5.74045e-05 2.532e-05 2.22831e-05
threshold=-0.24219999999999997 0.082085000000000019 -0.038029999999999987 -0.045299999999999993 0.066275000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00021246056963852736 -0.00035792807215731293 0.00014711461211396076 -0.0002454865915643201 0.0003085665851108334 0.00013295161888550382
leaf_weight=0.0010244640015342399 0.0019985961526291607 0.001712407080369664 0.0011774935923008904 0.0010789587476249711 0.0012159225270755301
leaf_count=317 1093 487 1338 386 289
internal_value=0 -3.59027e-05 -9.31869e-05 5.91902e-05 -5.32294e-05
internal_weight=0 0.00718338 0.00547097 0.00347237 0.00239342
internal_count=3910 3593 3106 2013 1627
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=6
num_cat=0
split_feature=4 42 43 15 1
split_gain=7.56434e-06 2.29267e-05 3.36166e-05 3.51995e-05 4.2199e-05
threshold=0.28937500000000005 0.086700000000000013 0.0050750000000000005 -0.074174999999999977 0.088135000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0088795343222142133 0.006293589550556436 -0.013292587088549601 0.017358154678589966 0.0028573093199617794 -0.02410731413544949
leaf_weight=0.0015524900922599407 0.0015043692366059902 0.001323105706146477 0.0010549944499667159 0.0011653740871030046 0.0011561899184176761
leaf_count=618 426 1266 314 886 400
internal_value=0 -0.00160459 0.00153282 -0.00277678 -0.0105717
internal_weight=0 0.00625215 0.00492905 0.00387405 0.00232156
internal_count=3910 3484 2218 1904 1286
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=6
num_cat=0
split_feature=1 42 160 160 16
split_gain=7.80196e-06 1.6526e-05 2.18175e-05 2.5922e-05 4.71894e-05
threshold=0.13026000000000001 0.086700000000000013 0.069910000000000014 -0.06234 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010804790053196681 0.0074596158276035093 -0.011017443629875143 0.013554059654577523 0.010301613058709181 -0.01635143554435687
leaf_weight=0.0011103902001078796 0.0011694243186611665 0.0014060468147596887 0.0011212000769518088 0.0010155527461019307 0.0019204661138119662
leaf_count=530 317 1310 377 154 1222
internal_value=0 -0.00140519 0.00121019 -0.00221011 -0.00713229
internal_weight=0 0.00657366 0.00516761 0.00404641 0.00293602
internal_count=3910 3593 2283 1906 1376
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=7
num_cat=0
split_feature=160 49 2 0 1 4
split_gain=8.05879e-06 1.65163e-05 3.70325e-05 3.7569e-05 4.75608e-05 2.27079e-05
threshold=0.087825000000000014 1.0000000180025095e-35 0.11260500000000001 0.012625000000000003 0.10688500000000002 -0.011209999999999999
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=0.0038255380871345689 -0.0084005619814376317 -0.0096776376726407445 0.019989568258945906 -0.015684393633171007 -0.010389368739519959 0.024990560520884775
leaf_weight=0.0010117189740124755 0.0010075182359295491 0.0011577432111051751 0.0010889003814140014 0.0012030743929255039 0.0012468278158863401 0.0010159671419969791
leaf_count=1407 427 728 406 245 244 453
internal_value=0 0.0011896 0.00344982 -0.000572471 0.00497973 0.0144302
internal_weight=0 0.00672423 0.00556649 0.00447759 0.00327451 0.00202769
internal_count=3910 3483 2755 2349 2104 1860
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=43 1 42 16 3
split_gain=9.35609e-06 2.40412e-05 3.52008e-05 4.23649e-05 2.74494e-05
threshold=-0.18906999999999999 0.12162500000000001 0.085545000000000024 0.061570000000000007 0.045635000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0084172108608514505 0.015276718741326661 0.011374647881047585 -0.020479067523279285 -0.018127490818840443 -0.0030268730145172648
leaf_weight=0.0011155088907950144 0.0014875028123281595 0.0011914026843882009 0.0010788390293698397 0.0010183795234306806 0.0018240210747635568
leaf_count=261 1293 361 1355 383 257
internal_value=0 -0.00148473 -0.00431731 -0.000290441 0.00519491
internal_weight=0 0.00660015 0.00540874 0.0043299 0.00331152
internal_count=3910 3649 3288 1933 1550
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=7
num_cat=0
split_feature=151 3 13 3 2 15
split_gain=1.24761e-05 2.67279e-05 4.43894e-05 4.37552e-05 2.71077e-05 2.62208e-05
threshold=-0.084129999999999996 -0.14218999999999996 -0.083354999999999985 -0.075679999999999983 0.10836000000000003 -0.038029999999999987
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=-0.00020679797918901011 0.00030019903893650519 0.00023654323026888542 -0.00048759202707387089 -0.00011407520994326458 -0.00026462438574132889 0.00032611061075926197
leaf_weight=0.0010108996258903231 0.0011468550362903557 0.0017482628219746311 0.001024767452895882 0.0010185091828848756 0.0011468765923454208 0.001063569936941264
leaf_count=423 325 937 1246 322 317 340
internal_value=0 2.5923e-05 -2.64855e-05 -0.000134589 -2.25574e-05 0.000110781
internal_weight=0 0.00714884 0.00600199 0.00425372 0.00322896 0.00208208
internal_count=3910 3487 3162 2225 979 662
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=7
num_cat=0
split_feature=151 4 0 12 0 3
split_gain=9.65866e-06 2.30447e-05 2.55758e-05 1.34771e-05 3.46102e-05 2.60228e-05
threshold=-0.084019999999999984 0.28937500000000005 -0.15517999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.075954999999999981
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=-0.00018506474990187684 -0.00030619472342140354 0.00026300730211077118 0.00022904884953506952 -7.4407544152420613e-05 -0.0002360824980088492 0.00036388671488562916
leaf_weight=0.0010036490539257993 0.0010630091875402942 0.0012418242814444345 0.0010274817859937907 0.0010466467490646116 0.0016559906933062726 0.001036652151236825
leaf_count=431 165 373 261 1776 429 475
internal_value=0 2.04847e-05 -3.1176e-05 3.01543e-05 -2.44979e-05 0.000143688
internal_weight=0 0.0070716 0.00582978 0.00476677 0.00373929 0.0020833
internal_count=3910 3479 3106 2941 2680 2251
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=7
num_cat=0
split_feature=3 1 12 47 4 4
split_gain=1.318e-05 2.52313e-05 3.95905e-05 5.10303e-05 3.78186e-05 3.54932e-05
threshold=-0.15327499999999997 0.088010000000000019 -1.0000000180025095e-35 0.09252500000000001 -0.15534499999999998 0.05309500000000001
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=0.00020598521260756128 8.86544055217934e-05 0.00038910030714023173 -0.00013840221324819583 -0.00040081879749804465 -0.00039051083141230543 0.00033228122678340144
leaf_weight=0.0010185869393580715 0.0011006540628095154 0.0010511132988011694 0.0011629077062911019 0.001074994485797389 0.0014913458684495608 0.0013096005307109055
leaf_count=276 125 433 575 227 2098 176
internal_value=0 -3.23327e-05 5.48681e-05 -4.41638e-05 -0.00018704 0.000110902
internal_weight=0 0.00719062 0.00459862 0.0035475 0.002592 0.00247251
internal_count=3910 3634 1411 978 2223 751
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=7
num_cat=0
split_feature=15 16 52 16 3 15
split_gain=1.19653e-05 2.14543e-05 2.82732e-05 5.36225e-05 6.39464e-05 3.52493e-05
threshold=-0.24219999999999997 -0.30307999999999996 0.10433000000000002 0.24895000000000003 0.090325000000000003 -0.0063699999999999989
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=0.00019448155833556429 -0.00025254298117559506 -0.00033775888621208577 0.00031813804804631046 -0.00044089850195949649 0.00048037274522255415 0.00010049105238792612
leaf_weight=0.0010476866188333734 0.0013523686909917782 0.0012312294027067069 0.001020483736971914 0.0010198702024492613 0.0010408102172721947 0.001652855639274046
leaf_count=317 337 855 563 473 156 1209
internal_value=0 -2.95616e-05 2.099e-05 -4.03343e-05 6.37508e-05 -8.65999e-05
internal_weight=0 0.00731762 0.00596525 0.00494477 0.0039249 0.00288409
internal_count=3910 3593 3256 2693 2220 2064
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=7
num_cat=0
split_feature=13 48 0 16 52 3
split_gain=1.64125e-05 3.04086e-05 3.21915e-05 5.30119e-05 4.84117e-05 2.43222e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.10575999999999998 0.24895000000000003 -0.010284999999999997 -0.08348499999999999
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=0.00023171022287738334 -0.00013619323784330882 -0.00035090479973563321 -8.5386242775613481e-05 0.0002704659846665768 0.00041721983950399413 -0.0004578305753680658
leaf_weight=0.0010225566568822101 0.0010326568844278414 0.0010020009548349605 0.0016299940094223597 0.0010919109286813698 0.0014769077752603656 0.0011495510656914084
leaf_count=210 194 172 1110 453 332 1439
internal_value=0 -3.33477e-05 1.65178e-05 -9.5611e-05 0.000189497 -0.00023942
internal_weight=0 0.00738302 0.00638102 0.00387146 0.00250956 0.00277955
internal_count=3910 3700 3528 3002 526 2549
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=6
num_cat=0
split_feature=0 43 13 48 16
split_gain=8.50345e-06 2.64801e-05 3.41613e-05 2.00361e-05 5.98977e-06
threshold=-0.017269999999999997 -0.079109999999999986 -0.057284999999999996 0.085090000000000013 0.11346000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.013435335848521985 -0.00023924533888522185 0.014100168265876676 0.002371541324755198 -0.015393673399536395 0.010438136719174533
leaf_weight=0.0015055115055010709 0.001000808261745732 0.0015002765180050916 0.0015725298776941017 0.0010646773788390424 0.0011059968655000789
leaf_count=1197 221 1155 893 219 225
internal_value=0 -0.00207919 0.00205298 -0.00480052 0.005366
internal_weight=0 0.005643 0.00413748 0.00263721 0.00210681
internal_count=3910 3464 2267 1112 446
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=6
num_cat=0
split_feature=43 1 4 52 16
split_gain=8.63529e-06 2.34553e-05 2.78628e-05 2.37265e-05 3.35764e-05
threshold=-0.18906999999999999 0.088010000000000019 -0.15333499999999997 -0.074484999999999982 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0080756710720885673 0.0024452586483943105 -0.0096520373563040978 -0.019018487755888231 -0.0032518888819814702 0.017561880994266203
leaf_weight=0.0011188521153268783 0.0011128013043161026 0.0010793337429389196 0.0013248568810804329 0.001492096877764428 0.0016128183176924047
leaf_count=261 162 436 2005 347 699
internal_value=0 -0.00142277 -0.0092202 0.00311985 0.00755962
internal_weight=0 0.00662191 0.00243766 0.00418425 0.00310492
internal_count=3910 3649 2167 1482 1046
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=7
num_cat=0
split_feature=39 4 1 47 12 16
split_gain=1.30735e-05 2.50856e-05 3.88126e-05 3.7342e-05 2.94005e-05 2.6238e-05
threshold=0.088025000000000006 -0.034289999999999994 0.078340000000000007 0.09252500000000001 0.085845000000000019 -0.071799999999999989
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=7.1193387667045554e-05 -0.00020695803390416252 0.00014098849804851867 -0.00042536050382887452 -0.00021485855732576831 -3.0397573104980184e-05 0.00055822050301620075
leaf_weight=0.0015154694214304938 0.0010233291289386132 0.0012068711375566453 0.0010075753391817204 0.001020083065820335 0.0012631692302329999 0.0011146925170374988
leaf_count=1046 334 338 730 284 768 410
internal_value=0 3.00422e-05 -0.000127105 0.000116145 0.000210337 0.000341321
internal_weight=0 0.00712786 0.00252304 0.00460482 0.00358473 0.00232156
internal_count=3910 3576 1776 1800 1516 748
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=6
num_cat=0
split_feature=43 43 13 2 1
split_gain=7.72935e-06 1.77926e-05 1.43585e-05 2.07661e-05 3.19151e-05
threshold=-0.047174999999999988 -0.091114999999999988 -0.10939499999999998 0.11230000000000001 0.095575000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0026524696262972785 0.005954662706450467 0.013456216320800192 -0.010931916776468275 -0.017508656376444373 0.012245002113898479
leaf_weight=0.0016262460366588724 0.0014432915247860507 0.0011855365884094334 0.0013547093898898322 0.001069235923046568 0.0010582493252896423
leaf_count=655 326 1181 1210 255 283
internal_value=0 0.00413946 -0.00243182 -0.00590782 -0.000767234
internal_weight=0 0.00281178 0.00492549 0.00348219 0.00241296
internal_count=3910 1836 2074 1748 1493
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=6
num_cat=0
split_feature=43 4 0 2 0
split_gain=7.44819e-06 2.0787e-05 2.47023e-05 2.8721e-05 3.79676e-05
threshold=-0.18906999999999999 -0.23071499999999998 -0.06402999999999999 0.099015000000000006 -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=0.007503392290462662 -0.013524945953953744 0.0032502156497068858 0.013684288898829675 0.0065729731169176927 -0.022549872624199954
leaf_weight=0.0011194599276615333 0.0011517599970016024 0.0011120955223177472 0.0012372942800099422 0.0019368907710456979 0.0011709750638184877
leaf_count=261 293 239 405 657 2055
internal_value=0 -0.00131724 0.00125921 -0.00238383 -0.00998252
internal_weight=0 0.00660902 0.00545726 0.00421996 0.00228307
internal_count=3910 3649 3356 2951 2294
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=7
num_cat=0
split_feature=11 16 3 1 15 4
split_gain=3.12205e-05 3.27073e-05 6.65687e-05 3.55672e-05 7.75533e-05 6.06019e-05
threshold=0.077330000000000024 -0.41862999999999995 -0.10628499999999998 0.094695000000000015 -0.0039399999999999991 0.053925000000000008
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=-0.00025126065305801354 -0.00033150759686023575 0.00050972982081389168 -0.00056223357903662039 0.00043198084805574482 0.00012254064074886727 -0.00017007492654608051
leaf_weight=0.0012708188646858793 0.0010045312347939884 0.0011985487624995182 0.0010942671632778898 0.0014217711869687344 0.0015178969125470582 0.0011732145844173363
leaf_count=394 279 195 1052 483 1263 244
internal_value=0 3.60897e-05 9.30968e-05 -2.80118e-06 -0.00016432 0.000159786
internal_weight=0 0.00767652 0.0064057 0.00520715 0.00261216 0.00259499
internal_count=3910 3631 3237 3042 2315 727
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=5
num_cat=0
split_feature=52 160 13 3
split_gain=7.36047e-06 1.76978e-05 2.25938e-05 2.82395e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083924999999999986 -0.032959999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0053125602279636211 -0.012944052750751184 0.010616022281972254 -0.014985429948089591 0.0043445238788552224
leaf_weight=0.0019272651193064693 0.001147470842788832 0.0015855040370035605 0.0013397806465142224 0.0017338674700333244
leaf_count=971 1029 542 1086 282
internal_value=0 -0.00181957 0.000920207 -0.00408126
internal_weight=0 0.00580662 0.00465915 0.00307365
internal_count=3910 2939 1910 1368
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=6
num_cat=0
split_feature=43 1 4 49 15
split_gain=7.47752e-06 1.82963e-05 3.04192e-05 2.13718e-05 1.29918e-05
threshold=-0.18906999999999999 0.085835000000000009 -0.15333499999999997 -0.047309999999999998 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0075165753225593119 0.003073993508213922 0.013862727109417909 -0.020515442374865994 0.0061038119731959368 -0.0068941032223835451
leaf_weight=0.0011201509143573887 0.0010859158190514378 0.0011863009009751495 0.0011008022753392153 0.0012598964766666653 0.0019736126535204904
leaf_count=261 143 299 1904 341 962
internal_value=0 -0.00131932 -0.00880102 0.00238229 -0.00182963
internal_weight=0 0.00660653 0.00218672 0.00441981 0.00323351
internal_count=3910 3649 2047 1602 1303
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=7
num_cat=0
split_feature=151 3 13 3 2 15
split_gain=1.13355e-05 2.38222e-05 3.40368e-05 4.01103e-05 2.44529e-05 2.10998e-05
threshold=-0.084019999999999984 -0.14218999999999996 -0.083354999999999985 -0.075679999999999983 0.10836000000000003 -0.038029999999999987
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=-0.00019504791616186068 0.00028680468751989251 0.00020911099975550834 -0.00045897765251461331 -8.4487363273060389e-05 -0.00023936163149383016 0.00031327371199299438
leaf_weight=0.0010046657746440365 0.0011424597264364086 0.0017302169463310835 0.0010066150436099795 0.0010071297109462167 0.0011479842581997449 0.0010444933754701776
leaf_count=431 323 933 1245 321 317 340
internal_value=0 2.75178e-05 -2.23816e-05 -0.000117605 -1.02078e-05 0.000118015
internal_weight=0 0.0070789 0.00593644 0.00420622 0.00319961 0.00205162
internal_count=3910 3479 3156 2223 978 661
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=7.67063e-06 2.88219e-05 2.96967e-05 5.0505e-05 5.65326e-05
threshold=-0.11739999999999999 -0.18906999999999999 -0.19424999999999998 0.15100500000000003 0.089785000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0059856768800333375 0.016986296577753534 -0.015653608153815481 -0.0030445091880485445 -0.013598676860901857 0.026524096288623414
leaf_weight=0.0016915092988211006 0.0010167870925325536 0.0011414846779423922 0.0013914494732659214 0.0012756017871306453 0.0012079172481611826
leaf_count=614 219 268 1539 540 730
internal_value=0 0.00163415 -0.00147758 0.00269838 0.0106959
internal_weight=0 0.00603324 0.00501645 0.00387497 0.00259937
internal_count=3910 3296 3077 2809 2269
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=6
num_cat=0
split_feature=51 160 52 49 15
split_gain=9.03128e-06 2.43563e-05 1.90035e-05 3.26573e-05 3.43586e-05
threshold=0.08955500000000001 -0.063534999999999994 -0.089799999999999977 -0.029304999999999998 -0.015439999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014467105617724067 -0.0084101769854575854 -0.013684440285854785 0.01572298213509065 -0.01426131636279683 0.0063435024992681667
leaf_weight=0.0011684588700154232 0.001102083969462756 0.0010287902098906326 0.0011707081887306525 0.0015887330541253545 0.0016495186955201697
leaf_count=830 487 654 237 535 1167
internal_value=0 0.00136828 -0.00144639 0.00140925 -0.00376552
internal_weight=0 0.00660621 0.00543775 0.00440896 0.00323825
internal_count=3910 3423 2593 1939 1702
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=6
num_cat=0
split_feature=2 3 4 3 3
split_gain=1.21855e-05 1.75973e-05 4.62908e-05 2.46971e-05 1.58546e-05
threshold=0.099015000000000006 -0.016619999999999996 0.0051950000000000008 -0.086589999999999986 0.090325000000000003
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.00011407144458900839 0.0002357081120671382 -0.00048749293052843009 9.8352084854573559e-05 0.00027770419161028388 -3.1519956945614588e-05
leaf_weight=0.0015734966073724915 0.0015207267073262996 0.0010651957001304357 0.0010104398186535277 0.0010194228230318617 0.0019457634391123455
leaf_count=844 823 227 194 1499 323
internal_value=0 -6.77489e-05 -0.000202298 3.99576e-05 8.57113e-05
internal_weight=0 0.00466855 0.00207564 0.00259292 0.00346649
internal_count=3910 2764 421 2343 1146
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=6
num_cat=0
split_feature=151 4 16 13 2
split_gain=1.73587e-05 2.61866e-05 4.84138e-05 2.68388e-05 9.70693e-06
threshold=-0.084129999999999996 0.24280000000000004 -0.08755499999999998 -0.0016149999999999999 0.08919500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00024619941998577956 -0.00034415164364157142 0.00022527650913674874 0.00024707541894241302 5.4980298676632667e-05 -0.00021579207118724799
leaf_weight=0.0010132575411238142 0.0014793357014341191 0.0019028259030529765 0.0018087584935353924 0.0010125379412364596 0.0010235916442741307
leaf_count=423 751 493 1513 302 428
internal_value=0 2.78444e-05 -4.2716e-05 7.32626e-05 -8.11409e-05
internal_weight=0 0.00722705 0.00532422 0.00384489 0.00203613
internal_count=3910 3487 2994 2243 730
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=7
num_cat=0
split_feature=42 43 0 48 4 3
split_gain=7.4431e-06 2.27215e-05 1.74987e-05 2.67926e-05 2.09035e-05 1.63119e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 0.0059850000000000016 0.086125000000000021 0.05309500000000001 -0.081069999999999989
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=-0.0078178818002301986 0.0010843704760615618 -0.0026118214306932687 -0.013532297659573062 -0.010466024526566279 0.01682343659337282 0.01914150302043649
leaf_weight=0.0010595004211726928 0.0010000749858630222 0.0010601473273826622 0.0011176579758593345 0.0013186774491017348 0.0011577406977005314 0.0010010168414832301
leaf_count=1060 608 751 229 276 261 725
internal_value=0 0.00120624 -0.00262504 0.00082197 0.00753341 0.0101172
internal_weight=0 0.00665532 0.00465422 0.00353657 0.00221789 0.00200109
internal_count=3910 2850 1517 1288 1012 1333
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=6
num_cat=0
split_feature=0 4 43 15 2
split_gain=8.01973e-06 1.75344e-05 2.75331e-05 4.33012e-05 1.49425e-05
threshold=0.055865000000000005 -0.06272999999999998 -0.080894999999999981 -0.07142999999999998 0.089910000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012346051583004551 0.0070379250051625644 -0.011667616626372409 -0.011636404305406503 0.020245421824794118 0.0038943985663480937
leaf_weight=0.0012085087391622579 0.0013287477717100638 0.0012828839597716726 0.0010190446403391317 0.0012850236100909562 0.0015799987092086415
leaf_count=1385 255 846 357 537 530
internal_value=0 -0.00150225 0.00103403 0.00522931 -0.00219499
internal_weight=0 0.00637546 0.00516695 0.00388407 0.00259904
internal_count=3910 3655 2270 1424 887
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=7
num_cat=0
split_feature=0 52 457 3 12 4
split_gain=2.8381e-05 4.18549e-05 3.15811e-05 3.72735e-05 4.34995e-05 9.15585e-06
threshold=-0.017269999999999997 -0.092854999999999979 0.041935000000000007 0.090325000000000003 0.078515000000000015 -0.34687499999999999
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=-0.00043167352062072783 6.7076790494560766e-05 0.00037987928500079435 0.0003157940138873606 -0.00030340359538375195 -0.00013906184181097239 0.00031291753152100761
leaf_weight=0.0010154067091600527 0.0012029017557097323 0.0010613369608500471 0.001004742637273257 0.0016265185103351626 0.001496917802687616 0.0011291848290082827
leaf_count=597 249 307 280 246 2034 197
internal_value=0 -6.76089e-05 3.62576e-06 -7.13242e-05 7.623e-05 0.000186112
internal_weight=0 0.00620492 0.00518952 0.00418477 0.00255825 0.00233209
internal_count=3910 3464 2867 2587 2341 446
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_2=8195
Column_4=8054
Column_3=7954
Column_0=7926
Column_1=7856
Column_15=6330
Column_16=6095
Column_52=5780
Column_12=4737
Column_13=4422
Column_43=4216
Column_42=3806
Column_48=2968
Column_49=2828
Column_160=2802
Column_47=2727
Column_151=2433
Column_133=2132
Column_484=2038
Column_14=1857
Column_51=1597
Column_150=1460
Column_11=1345
Column_457=1197
Column_50=1164
Column_159=1022
Column_39=858
Column_1374=826
Column_124=788
Column_376=622
Column_38=584
Column_157=570
Column_123=544
Column_156=534
Column_147=519
Column_132=518
Column_403=497
Column_1456=485
Column_474=475
Column_1213=454
Column_158=435
Column_40=426
Column_41=388
Column_31=320
Column_1429=305
Column_453=265
Column_475=243
Column_9=232
Column_1373=192
Column_480=184
Column_146=178
Column_106=174
Column_131=168
Column_45=167
Column_1375=160
Column_46=132
Column_148=128
Column_44=121
Column_128=109
Column_1348=97
Column_401=89
Column_130=82
Column_34=80
Column_456=80
Column_8=73
Column_30=71
Column_483=71
Column_10=66
Column_1446=65
Column_1212=63
Column_1365=54
Column_375=50
Column_482=50
Column_122=49
Column_149=41
Column_1455=41
Column_33=38
Column_448=36
Column_155=35
Column_447=35
Column_105=33
Column_421=32
Column_481=32
Column_129=25
Column_1186=25
Column_142=22
Column_454=22
Column_1132=18
Column_1426=18
Column_1453=18
Column_402=17
Column_1211=17
Column_96=16
Column_1425=16
Column_1372=14
Column_1444=14
Column_32=13
Column_455=13
Column_1447=8
Column_97=6
Column_121=6
Column_1338=6
Column_374=4
Column_1452=4
Column_120=3
Column_367=3
Column_393=3
Column_445=3
Column_472=3
Column_104=2
Column_1267=2
Column_1366=2
Column_1443=2
Column_138=1
Column_139=1
Column_394=1
Column_1209=1
Column_1210=1
Column_1424=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